warning: commands will be executed using /bin/sh
job 2215 at Mon Feb  3 21:54:00 2014
FileBase	/isis4/andresg/Achilles/Achilles151_10232013_reo/Achilles151_10232013_reo
ElecNo	2
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	1
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 1188249 data points of dimension 30.
meanDims = 30
Starting from 20 clusters...
--- Clustering full data set of 1188249 points ---
Entering CEM 
Assigned 20 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63293 members 
Mstep: Class 2 contains 62514 members 
Mstep: Class 3 contains 62517 members 
Mstep: Class 4 contains 62296 members 
Mstep: Class 5 contains 62698 members 
Mstep: Class 6 contains 63012 members 
Mstep: Class 7 contains 62391 members 
Mstep: Class 8 contains 62444 members 
Mstep: Class 9 contains 62314 members 
Mstep: Class 10 contains 62645 members 
Mstep: Class 11 contains 62579 members 
Mstep: Class 12 contains 62155 members 
Mstep: Class 13 contains 62403 members 
Mstep: Class 14 contains 62447 members 
Mstep: Class 15 contains 62589 members 
Mstep: Class 16 contains 62382 members 
Mstep: Class 17 contains 62660 members 
Mstep: Class 18 contains 62616 members 
Mstep: Class 19 contains 62294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 776.549255 but Gain 3469.019531
Score: -135660976.000000 Penalty: 62442.394531
Iteration 0F: 19 clusters Score -1.35661e+08 nChanged 1124927
Entering Unmasked Mstep 
Mstep: Class 0 contains 7217 members 
Mstep: Class 1 contains 20226 members 
Mstep: Class 2 contains 51954 members 
Mstep: Class 3 contains 36911 members 
Mstep: Class 4 contains 29167 members 
Mstep: Class 5 contains 22266 members 
Mstep: Class 6 contains 25064 members 
Mstep: Class 7 contains 29530 members 
Mstep: Class 9 contains 47597 members 
Mstep: Class 10 contains 27931 members 
Mstep: Class 11 contains 62268 members 
Mstep: Class 12 contains 38041 members 
Mstep: Class 13 contains 512909 members 
Mstep: Class 14 contains 42664 members 
Mstep: Class 15 contains 10393 members 
Mstep: Class 16 contains 22789 members 
Mstep: Class 17 contains 55773 members 
Mstep: Class 18 contains 74402 members 
Mstep: Class 19 contains 71147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -143113584.000000 Penalty: 62442.394531
Iteration 1F: 19 clusters Score -1.431136e+08 nChanged 487775
Entering Unmasked Mstep 
Mstep: Class 0 contains 3222 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 40493 members 
Mstep: Class 3 contains 31950 members 
Mstep: Class 4 contains 10974 members 
Mstep: Class 5 contains 4983 members 
Mstep: Class 6 contains 27229 members 
Mstep: Class 7 contains 15721 members 
Mstep: Class 9 contains 34984 members 
Mstep: Class 10 contains 6448 members 
Mstep: Class 11 contains 55175 members 
Mstep: Class 12 contains 19177 members 
Mstep: Class 13 contains 680462 members 
Mstep: Class 14 contains 31220 members 
Mstep: Class 15 contains 13052 members 
Mstep: Class 16 contains 28945 members 
Mstep: Class 17 contains 49316 members 
Mstep: Class 18 contains 85981 members 
Mstep: Class 19 contains 42151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144893360.000000 Penalty: 62442.394531
Iteration 2F: 19 clusters Score -1.448934e+08 nChanged 275014
Entering Unmasked Mstep 
Mstep: Class 0 contains 1027 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 40646 members 
Mstep: Class 3 contains 27351 members 
Mstep: Class 4 contains 14239 members 
Mstep: Class 5 contains 2777 members 
Mstep: Class 6 contains 35890 members 
Mstep: Class 7 contains 14284 members 
Mstep: Class 9 contains 40560 members 
Mstep: Class 10 contains 7673 members 
Mstep: Class 11 contains 50768 members 
Mstep: Class 12 contains 15241 members 
Mstep: Class 13 contains 651936 members 
Mstep: Class 14 contains 23841 members 
Mstep: Class 15 contains 20539 members 
Mstep: Class 16 contains 53128 members 
Mstep: Class 17 contains 39311 members 
Mstep: Class 18 contains 117235 members 
Mstep: Class 19 contains 29695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -145647056.000000 Penalty: 62442.394531
Iteration 3F: 19 clusters Score -1.456471e+08 nChanged 196337
Entering Unmasked Mstep 
Mstep: Class 0 contains 792 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 46471 members 
Mstep: Class 3 contains 20964 members 
Mstep: Class 4 contains 18993 members 
Mstep: Class 5 contains 3737 members 
Mstep: Class 6 contains 35885 members 
Mstep: Class 7 contains 14072 members 
Mstep: Class 9 contains 53584 members 
Mstep: Class 10 contains 10455 members 
Mstep: Class 11 contains 43489 members 
Mstep: Class 12 contains 12905 members 
Mstep: Class 13 contains 593052 members 
Mstep: Class 14 contains 16247 members 
Mstep: Class 15 contains 20384 members 
Mstep: Class 16 contains 78478 members 
Mstep: Class 17 contains 32728 members 
Mstep: Class 18 contains 153852 members 
Mstep: Class 19 contains 29763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146017328.000000 Penalty: 62442.394531
Iteration 4F: 19 clusters Score -1.460173e+08 nChanged 134642
Entering Unmasked Mstep 
Mstep: Class 0 contains 719 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 50090 members 
Mstep: Class 3 contains 18166 members 
Mstep: Class 4 contains 23382 members 
Mstep: Class 5 contains 5450 members 
Mstep: Class 6 contains 30840 members 
Mstep: Class 7 contains 14151 members 
Mstep: Class 9 contains 65638 members 
Mstep: Class 10 contains 11867 members 
Mstep: Class 11 contains 40224 members 
Mstep: Class 12 contains 12655 members 
Mstep: Class 13 contains 543664 members 
Mstep: Class 14 contains 11139 members 
Mstep: Class 15 contains 20207 members 
Mstep: Class 16 contains 91232 members 
Mstep: Class 17 contains 29555 members 
Mstep: Class 18 contains 180579 members 
Mstep: Class 19 contains 36039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146226880.000000 Penalty: 62442.394531
Iteration 5F: 19 clusters Score -1.462269e+08 nChanged 94920
Entering Unmasked Mstep 
Mstep: Class 0 contains 672 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 51401 members 
Mstep: Class 3 contains 16647 members 
Mstep: Class 4 contains 27083 members 
Mstep: Class 5 contains 7254 members 
Mstep: Class 6 contains 26442 members 
Mstep: Class 7 contains 15329 members 
Mstep: Class 9 contains 73079 members 
Mstep: Class 10 contains 12255 members 
Mstep: Class 11 contains 38858 members 
Mstep: Class 12 contains 14210 members 
Mstep: Class 13 contains 507563 members 
Mstep: Class 14 contains 8383 members 
Mstep: Class 15 contains 20180 members 
Mstep: Class 16 contains 96101 members 
Mstep: Class 17 contains 28058 members 
Mstep: Class 18 contains 198285 members 
Mstep: Class 19 contains 43681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146365344.000000 Penalty: 62442.394531
Iteration 6F: 19 clusters Score -1.463653e+08 nChanged 72299
Entering Unmasked Mstep 
Mstep: Class 0 contains 613 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 51586 members 
Mstep: Class 3 contains 15517 members 
Mstep: Class 4 contains 29197 members 
Mstep: Class 5 contains 8959 members 
Mstep: Class 6 contains 23832 members 
Mstep: Class 7 contains 17050 members 
Mstep: Class 9 contains 76425 members 
Mstep: Class 10 contains 12246 members 
Mstep: Class 11 contains 38068 members 
Mstep: Class 12 contains 16677 members 
Mstep: Class 13 contains 481716 members 
Mstep: Class 14 contains 6870 members 
Mstep: Class 15 contains 20221 members 
Mstep: Class 16 contains 97358 members 
Mstep: Class 17 contains 27497 members 
Mstep: Class 18 contains 210414 members 
Mstep: Class 19 contains 51147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146457968.000000 Penalty: 62442.394531
Iteration 7F: 19 clusters Score -1.46458e+08 nChanged 58934
Entering Unmasked Mstep 
Mstep: Class 0 contains 561 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 50846 members 
Mstep: Class 3 contains 15028 members 
Mstep: Class 4 contains 29691 members 
Mstep: Class 5 contains 10764 members 
Mstep: Class 6 contains 22425 members 
Mstep: Class 7 contains 19119 members 
Mstep: Class 9 contains 77641 members 
Mstep: Class 10 contains 12093 members 
Mstep: Class 11 contains 37338 members 
Mstep: Class 12 contains 19266 members 
Mstep: Class 13 contains 462187 members 
Mstep: Class 14 contains 6144 members 
Mstep: Class 15 contains 20281 members 
Mstep: Class 16 contains 97473 members 
Mstep: Class 17 contains 27379 members 
Mstep: Class 18 contains 219299 members 
Mstep: Class 19 contains 57802 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146529200.000000 Penalty: 62442.394531
Iteration 8Q: 19 clusters Score -1.465292e+08 nChanged 51555
Entering Unmasked Mstep 
Mstep: Class 0 contains 542 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 49657 members 
Mstep: Class 3 contains 14919 members 
Mstep: Class 4 contains 29398 members 
Mstep: Class 5 contains 12468 members 
Mstep: Class 6 contains 21768 members 
Mstep: Class 7 contains 21343 members 
Mstep: Class 9 contains 77808 members 
Mstep: Class 10 contains 11983 members 
Mstep: Class 11 contains 36774 members 
Mstep: Class 12 contains 21534 members 
Mstep: Class 13 contains 447261 members 
Mstep: Class 14 contains 5950 members 
Mstep: Class 15 contains 20342 members 
Mstep: Class 16 contains 97360 members 
Mstep: Class 17 contains 27426 members 
Mstep: Class 18 contains 225469 members 
Mstep: Class 19 contains 63344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146585824.000000 Penalty: 62442.394531
Iteration 9Q: 19 clusters Score -1.465858e+08 nChanged 47538
Entering Unmasked Mstep 
Mstep: Class 0 contains 542 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 48280 members 
Mstep: Class 3 contains 15059 members 
Mstep: Class 4 contains 28811 members 
Mstep: Class 5 contains 13989 members 
Mstep: Class 6 contains 21465 members 
Mstep: Class 7 contains 23276 members 
Mstep: Class 9 contains 77684 members 
Mstep: Class 10 contains 11984 members 
Mstep: Class 11 contains 36365 members 
Mstep: Class 12 contains 23144 members 
Mstep: Class 13 contains 435917 members 
Mstep: Class 14 contains 6145 members 
Mstep: Class 15 contains 20370 members 
Mstep: Class 16 contains 97770 members 
Mstep: Class 17 contains 27398 members 
Mstep: Class 18 contains 229474 members 
Mstep: Class 19 contains 67690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146634192.000000 Penalty: 62442.394531
Iteration 10Q: 19 clusters Score -1.466342e+08 nChanged 44559
Entering Unmasked Mstep 
Mstep: Class 0 contains 543 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 46711 members 
Mstep: Class 3 contains 15277 members 
Mstep: Class 4 contains 28239 members 
Mstep: Class 5 contains 15273 members 
Mstep: Class 6 contains 21406 members 
Mstep: Class 7 contains 24693 members 
Mstep: Class 9 contains 77445 members 
Mstep: Class 10 contains 12049 members 
Mstep: Class 11 contains 36322 members 
Mstep: Class 12 contains 24000 members 
Mstep: Class 13 contains 427030 members 
Mstep: Class 14 contains 6614 members 
Mstep: Class 15 contains 20390 members 
Mstep: Class 16 contains 98950 members 
Mstep: Class 17 contains 27238 members 
Mstep: Class 18 contains 231718 members 
Mstep: Class 19 contains 71478 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146675648.000000 Penalty: 62442.394531
Iteration 11Q: 19 clusters Score -1.466756e+08 nChanged 40743
Entering Unmasked Mstep 
Mstep: Class 0 contains 543 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 45085 members 
Mstep: Class 3 contains 15550 members 
Mstep: Class 4 contains 27809 members 
Mstep: Class 5 contains 16527 members 
Mstep: Class 6 contains 21364 members 
Mstep: Class 7 contains 25599 members 
Mstep: Class 9 contains 77372 members 
Mstep: Class 10 contains 12198 members 
Mstep: Class 11 contains 36406 members 
Mstep: Class 12 contains 24098 members 
Mstep: Class 13 contains 419844 members 
Mstep: Class 14 contains 7294 members 
Mstep: Class 15 contains 20403 members 
Mstep: Class 16 contains 100594 members 
Mstep: Class 17 contains 27046 members 
Mstep: Class 18 contains 232966 members 
Mstep: Class 19 contains 74687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146709712.000000 Penalty: 62442.394531
Iteration 12Q: 19 clusters Score -1.467097e+08 nChanged 36526
Entering Unmasked Mstep 
Mstep: Class 0 contains 543 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 43528 members 
Mstep: Class 3 contains 15877 members 
Mstep: Class 4 contains 27611 members 
Mstep: Class 5 contains 17629 members 
Mstep: Class 6 contains 21341 members 
Mstep: Class 7 contains 26063 members 
Mstep: Class 9 contains 77592 members 
Mstep: Class 10 contains 12466 members 
Mstep: Class 11 contains 36813 members 
Mstep: Class 12 contains 23553 members 
Mstep: Class 13 contains 413807 members 
Mstep: Class 14 contains 8121 members 
Mstep: Class 15 contains 20410 members 
Mstep: Class 16 contains 102267 members 
Mstep: Class 17 contains 26719 members 
Mstep: Class 18 contains 233699 members 
Mstep: Class 19 contains 77352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146738448.000000 Penalty: 62442.394531
Iteration 13Q: 19 clusters Score -1.467384e+08 nChanged 32650
Entering Unmasked Mstep 
Mstep: Class 0 contains 543 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 42188 members 
Mstep: Class 3 contains 16295 members 
Mstep: Class 4 contains 27571 members 
Mstep: Class 5 contains 18677 members 
Mstep: Class 6 contains 21205 members 
Mstep: Class 7 contains 26321 members 
Mstep: Class 9 contains 78002 members 
Mstep: Class 10 contains 12803 members 
Mstep: Class 11 contains 37338 members 
Mstep: Class 12 contains 22869 members 
Mstep: Class 13 contains 408414 members 
Mstep: Class 14 contains 9079 members 
Mstep: Class 15 contains 20422 members 
Mstep: Class 16 contains 103537 members 
Mstep: Class 17 contains 26417 members 
Mstep: Class 18 contains 234234 members 
Mstep: Class 19 contains 79488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146764432.000000 Penalty: 62442.394531
Iteration 14Q: 19 clusters Score -1.467644e+08 nChanged 28903
Entering Unmasked Mstep 
Mstep: Class 0 contains 542 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 41014 members 
Mstep: Class 3 contains 16779 members 
Mstep: Class 4 contains 27607 members 
Mstep: Class 5 contains 19597 members 
Mstep: Class 6 contains 20974 members 
Mstep: Class 7 contains 26394 members 
Mstep: Class 9 contains 78686 members 
Mstep: Class 10 contains 13167 members 
Mstep: Class 11 contains 37919 members 
Mstep: Class 12 contains 22667 members 
Mstep: Class 13 contains 403924 members 
Mstep: Class 14 contains 10256 members 
Mstep: Class 15 contains 20427 members 
Mstep: Class 16 contains 104389 members 
Mstep: Class 17 contains 26125 members 
Mstep: Class 18 contains 233867 members 
Mstep: Class 19 contains 81073 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146786336.000000 Penalty: 62442.394531
Iteration 15Q: 19 clusters Score -1.467863e+08 nChanged 25896
Entering Unmasked Mstep 
Mstep: Class 0 contains 542 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 40132 members 
Mstep: Class 3 contains 17222 members 
Mstep: Class 4 contains 27708 members 
Mstep: Class 5 contains 20573 members 
Mstep: Class 6 contains 20729 members 
Mstep: Class 7 contains 26394 members 
Mstep: Class 9 contains 79472 members 
Mstep: Class 10 contains 13582 members 
Mstep: Class 11 contains 38441 members 
Mstep: Class 12 contains 22908 members 
Mstep: Class 13 contains 399979 members 
Mstep: Class 14 contains 11503 members 
Mstep: Class 15 contains 20428 members 
Mstep: Class 16 contains 105079 members 
Mstep: Class 17 contains 25764 members 
Mstep: Class 18 contains 232573 members 
Mstep: Class 19 contains 82377 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146802608.000000 Penalty: 62442.394531
Iteration 16Q: 19 clusters Score -1.468026e+08 nChanged 23180
Entering Unmasked Mstep 
Mstep: Class 0 contains 542 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 39614 members 
Mstep: Class 3 contains 17579 members 
Mstep: Class 4 contains 27868 members 
Mstep: Class 5 contains 21519 members 
Mstep: Class 6 contains 20457 members 
Mstep: Class 7 contains 26346 members 
Mstep: Class 9 contains 80314 members 
Mstep: Class 10 contains 13950 members 
Mstep: Class 11 contains 38829 members 
Mstep: Class 12 contains 23129 members 
Mstep: Class 13 contains 396517 members 
Mstep: Class 14 contains 12880 members 
Mstep: Class 15 contains 20428 members 
Mstep: Class 16 contains 105680 members 
Mstep: Class 17 contains 25461 members 
Mstep: Class 18 contains 230867 members 
Mstep: Class 19 contains 83426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146818096.000000 Penalty: 62442.394531
Iteration 17Q: 19 clusters Score -1.468181e+08 nChanged 20410
Entering Unmasked Mstep 
Mstep: Class 0 contains 543 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 39431 members 
Mstep: Class 3 contains 17903 members 
Mstep: Class 4 contains 28053 members 
Mstep: Class 5 contains 22204 members 
Mstep: Class 6 contains 20177 members 
Mstep: Class 7 contains 26325 members 
Mstep: Class 9 contains 81069 members 
Mstep: Class 10 contains 14343 members 
Mstep: Class 11 contains 39185 members 
Mstep: Class 12 contains 23355 members 
Mstep: Class 13 contains 393590 members 
Mstep: Class 14 contains 14315 members 
Mstep: Class 15 contains 20428 members 
Mstep: Class 16 contains 106204 members 
Mstep: Class 17 contains 25259 members 
Mstep: Class 18 contains 228760 members 
Mstep: Class 19 contains 84261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146830256.000000 Penalty: 62442.394531
Iteration 18Q: 19 clusters Score -1.468303e+08 nChanged 17971
Entering Unmasked Mstep 
Mstep: Class 0 contains 543 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 39555 members 
Mstep: Class 3 contains 18206 members 
Mstep: Class 4 contains 28228 members 
Mstep: Class 5 contains 22811 members 
Mstep: Class 6 contains 19868 members 
Mstep: Class 7 contains 26247 members 
Mstep: Class 9 contains 81559 members 
Mstep: Class 10 contains 14705 members 
Mstep: Class 11 contains 39499 members 
Mstep: Class 12 contains 23571 members 
Mstep: Class 13 contains 391097 members 
Mstep: Class 14 contains 15696 members 
Mstep: Class 15 contains 20428 members 
Mstep: Class 16 contains 106637 members 
Mstep: Class 17 contains 25260 members 
Mstep: Class 18 contains 226564 members 
Mstep: Class 19 contains 84929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146841232.000000 Penalty: 62442.394531
Iteration 19Q: 19 clusters Score -1.468412e+08 nChanged 15890
Entering Unmasked Mstep 
Mstep: Class 0 contains 543 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 39973 members 
Mstep: Class 3 contains 18458 members 
Mstep: Class 4 contains 28412 members 
Mstep: Class 5 contains 23332 members 
Mstep: Class 6 contains 19665 members 
Mstep: Class 7 contains 26185 members 
Mstep: Class 9 contains 81816 members 
Mstep: Class 10 contains 15002 members 
Mstep: Class 11 contains 39793 members 
Mstep: Class 12 contains 23718 members 
Mstep: Class 13 contains 388720 members 
Mstep: Class 14 contains 16845 members 
Mstep: Class 15 contains 20428 members 
Mstep: Class 16 contains 107048 members 
Mstep: Class 17 contains 25451 members 
Mstep: Class 18 contains 224515 members 
Mstep: Class 19 contains 85498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146858400.000000 Penalty: 62442.394531
Iteration 20F: 19 clusters Score -1.468584e+08 nChanged 16551
Entering Unmasked Mstep 
Mstep: Class 0 contains 480 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 40509 members 
Mstep: Class 3 contains 18640 members 
Mstep: Class 4 contains 28572 members 
Mstep: Class 5 contains 23883 members 
Mstep: Class 6 contains 19670 members 
Mstep: Class 7 contains 26046 members 
Mstep: Class 9 contains 81705 members 
Mstep: Class 10 contains 14848 members 
Mstep: Class 11 contains 39767 members 
Mstep: Class 12 contains 24543 members 
Mstep: Class 13 contains 386500 members 
Mstep: Class 14 contains 18535 members 
Mstep: Class 15 contains 20457 members 
Mstep: Class 16 contains 106705 members 
Mstep: Class 17 contains 26325 members 
Mstep: Class 18 contains 222156 members 
Mstep: Class 19 contains 86011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146872032.000000 Penalty: 62442.394531
Iteration 21Q: 19 clusters Score -1.46872e+08 nChanged 15327
Entering Unmasked Mstep 
Mstep: Class 0 contains 468 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 41297 members 
Mstep: Class 3 contains 18777 members 
Mstep: Class 4 contains 28753 members 
Mstep: Class 5 contains 24340 members 
Mstep: Class 6 contains 19435 members 
Mstep: Class 7 contains 25939 members 
Mstep: Class 9 contains 81530 members 
Mstep: Class 10 contains 14965 members 
Mstep: Class 11 contains 39604 members 
Mstep: Class 12 contains 25148 members 
Mstep: Class 13 contains 384282 members 
Mstep: Class 14 contains 19913 members 
Mstep: Class 15 contains 20517 members 
Mstep: Class 16 contains 106556 members 
Mstep: Class 17 contains 27440 members 
Mstep: Class 18 contains 220054 members 
Mstep: Class 19 contains 86368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146879968.000000 Penalty: 62442.394531
Iteration 22Q: 19 clusters Score -1.4688e+08 nChanged 13172
Entering Unmasked Mstep 
Mstep: Class 0 contains 469 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 42179 members 
Mstep: Class 3 contains 18900 members 
Mstep: Class 4 contains 28915 members 
Mstep: Class 5 contains 24625 members 
Mstep: Class 6 contains 19128 members 
Mstep: Class 7 contains 25825 members 
Mstep: Class 9 contains 81345 members 
Mstep: Class 10 contains 15199 members 
Mstep: Class 11 contains 39401 members 
Mstep: Class 12 contains 25664 members 
Mstep: Class 13 contains 382303 members 
Mstep: Class 14 contains 21210 members 
Mstep: Class 15 contains 20554 members 
Mstep: Class 16 contains 106454 members 
Mstep: Class 17 contains 28378 members 
Mstep: Class 18 contains 218225 members 
Mstep: Class 19 contains 86643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146885440.000000 Penalty: 62442.394531
Iteration 23Q: 19 clusters Score -1.468854e+08 nChanged 11633
Entering Unmasked Mstep 
Mstep: Class 0 contains 469 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 43023 members 
Mstep: Class 3 contains 18998 members 
Mstep: Class 4 contains 29036 members 
Mstep: Class 5 contains 24869 members 
Mstep: Class 6 contains 18801 members 
Mstep: Class 7 contains 25701 members 
Mstep: Class 9 contains 81182 members 
Mstep: Class 10 contains 15423 members 
Mstep: Class 11 contains 39177 members 
Mstep: Class 12 contains 26056 members 
Mstep: Class 13 contains 380461 members 
Mstep: Class 14 contains 22453 members 
Mstep: Class 15 contains 20586 members 
Mstep: Class 16 contains 106508 members 
Mstep: Class 17 contains 29242 members 
Mstep: Class 18 contains 216630 members 
Mstep: Class 19 contains 86831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146888432.000000 Penalty: 62442.394531
Iteration 24Q: 19 clusters Score -1.468884e+08 nChanged 10389
Entering Unmasked Mstep 
Mstep: Class 0 contains 469 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 43990 members 
Mstep: Class 3 contains 19090 members 
Mstep: Class 4 contains 29143 members 
Mstep: Class 5 contains 24988 members 
Mstep: Class 6 contains 18508 members 
Mstep: Class 7 contains 25587 members 
Mstep: Class 9 contains 81025 members 
Mstep: Class 10 contains 15626 members 
Mstep: Class 11 contains 39042 members 
Mstep: Class 12 contains 26375 members 
Mstep: Class 13 contains 378648 members 
Mstep: Class 14 contains 23767 members 
Mstep: Class 15 contains 20593 members 
Mstep: Class 16 contains 106588 members 
Mstep: Class 17 contains 29920 members 
Mstep: Class 18 contains 215173 members 
Mstep: Class 19 contains 86917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146891216.000000 Penalty: 62442.394531
Iteration 25Q: 19 clusters Score -1.468912e+08 nChanged 9555
Entering Unmasked Mstep 
Mstep: Class 0 contains 469 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 44979 members 
Mstep: Class 3 contains 19158 members 
Mstep: Class 4 contains 29220 members 
Mstep: Class 5 contains 24952 members 
Mstep: Class 6 contains 18259 members 
Mstep: Class 7 contains 25501 members 
Mstep: Class 9 contains 80863 members 
Mstep: Class 10 contains 15834 members 
Mstep: Class 11 contains 38983 members 
Mstep: Class 12 contains 26639 members 
Mstep: Class 13 contains 376953 members 
Mstep: Class 14 contains 25218 members 
Mstep: Class 15 contains 20596 members 
Mstep: Class 16 contains 106762 members 
Mstep: Class 17 contains 30361 members 
Mstep: Class 18 contains 213729 members 
Mstep: Class 19 contains 86974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146894000.000000 Penalty: 62442.394531
Iteration 26Q: 19 clusters Score -1.46894e+08 nChanged 8774
Entering Unmasked Mstep 
Mstep: Class 0 contains 470 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 45914 members 
Mstep: Class 3 contains 19200 members 
Mstep: Class 4 contains 29290 members 
Mstep: Class 5 contains 24783 members 
Mstep: Class 6 contains 18063 members 
Mstep: Class 7 contains 25421 members 
Mstep: Class 9 contains 80729 members 
Mstep: Class 10 contains 16052 members 
Mstep: Class 11 contains 38952 members 
Mstep: Class 12 contains 26860 members 
Mstep: Class 13 contains 375458 members 
Mstep: Class 14 contains 26764 members 
Mstep: Class 15 contains 20595 members 
Mstep: Class 16 contains 106956 members 
Mstep: Class 17 contains 30683 members 
Mstep: Class 18 contains 212276 members 
Mstep: Class 19 contains 86983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146896400.000000 Penalty: 62442.394531
Iteration 27Q: 19 clusters Score -1.468964e+08 nChanged 8411
Entering Unmasked Mstep 
Mstep: Class 0 contains 471 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 46834 members 
Mstep: Class 3 contains 19249 members 
Mstep: Class 4 contains 29331 members 
Mstep: Class 5 contains 24574 members 
Mstep: Class 6 contains 17932 members 
Mstep: Class 7 contains 25351 members 
Mstep: Class 9 contains 80584 members 
Mstep: Class 10 contains 16218 members 
Mstep: Class 11 contains 38929 members 
Mstep: Class 12 contains 27047 members 
Mstep: Class 13 contains 373949 members 
Mstep: Class 14 contains 28487 members 
Mstep: Class 15 contains 20596 members 
Mstep: Class 16 contains 107218 members 
Mstep: Class 17 contains 30806 members 
Mstep: Class 18 contains 210913 members 
Mstep: Class 19 contains 86960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146898336.000000 Penalty: 62442.394531
Iteration 28Q: 19 clusters Score -1.468983e+08 nChanged 8095
Entering Unmasked Mstep 
Mstep: Class 0 contains 470 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 47705 members 
Mstep: Class 3 contains 19305 members 
Mstep: Class 4 contains 29375 members 
Mstep: Class 5 contains 24301 members 
Mstep: Class 6 contains 17810 members 
Mstep: Class 7 contains 25279 members 
Mstep: Class 9 contains 80436 members 
Mstep: Class 10 contains 16427 members 
Mstep: Class 11 contains 38959 members 
Mstep: Class 12 contains 27234 members 
Mstep: Class 13 contains 372596 members 
Mstep: Class 14 contains 30273 members 
Mstep: Class 15 contains 20595 members 
Mstep: Class 16 contains 107449 members 
Mstep: Class 17 contains 30776 members 
Mstep: Class 18 contains 209563 members 
Mstep: Class 19 contains 86893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146899968.000000 Penalty: 62442.394531
Iteration 29Q: 19 clusters Score -1.469e+08 nChanged 7742
Entering Unmasked Mstep 
Mstep: Class 0 contains 470 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 48491 members 
Mstep: Class 3 contains 19358 members 
Mstep: Class 4 contains 29390 members 
Mstep: Class 5 contains 24003 members 
Mstep: Class 6 contains 17723 members 
Mstep: Class 7 contains 25228 members 
Mstep: Class 9 contains 80358 members 
Mstep: Class 10 contains 16616 members 
Mstep: Class 11 contains 39079 members 
Mstep: Class 12 contains 27406 members 
Mstep: Class 13 contains 371324 members 
Mstep: Class 14 contains 32212 members 
Mstep: Class 15 contains 20596 members 
Mstep: Class 16 contains 107633 members 
Mstep: Class 17 contains 30540 members 
Mstep: Class 18 contains 208244 members 
Mstep: Class 19 contains 86777 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146902128.000000 Penalty: 62442.394531
Iteration 30Q: 19 clusters Score -1.469021e+08 nChanged 7651
Entering Unmasked Mstep 
Mstep: Class 0 contains 470 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 49249 members 
Mstep: Class 3 contains 19437 members 
Mstep: Class 4 contains 29405 members 
Mstep: Class 5 contains 23622 members 
Mstep: Class 6 contains 17671 members 
Mstep: Class 7 contains 25173 members 
Mstep: Class 9 contains 80278 members 
Mstep: Class 10 contains 16827 members 
Mstep: Class 11 contains 39215 members 
Mstep: Class 12 contains 27577 members 
Mstep: Class 13 contains 370140 members 
Mstep: Class 14 contains 34223 members 
Mstep: Class 15 contains 20595 members 
Mstep: Class 16 contains 107875 members 
Mstep: Class 17 contains 30162 members 
Mstep: Class 18 contains 206888 members 
Mstep: Class 19 contains 86639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146904224.000000 Penalty: 62442.394531
Iteration 31Q: 19 clusters Score -1.469042e+08 nChanged 7369
Entering Unmasked Mstep 
Mstep: Class 0 contains 470 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 49983 members 
Mstep: Class 3 contains 19495 members 
Mstep: Class 4 contains 29415 members 
Mstep: Class 5 contains 23161 members 
Mstep: Class 6 contains 17661 members 
Mstep: Class 7 contains 25162 members 
Mstep: Class 9 contains 80142 members 
Mstep: Class 10 contains 17052 members 
Mstep: Class 11 contains 39351 members 
Mstep: Class 12 contains 27732 members 
Mstep: Class 13 contains 369005 members 
Mstep: Class 14 contains 36048 members 
Mstep: Class 15 contains 20596 members 
Mstep: Class 16 contains 108135 members 
Mstep: Class 17 contains 29804 members 
Mstep: Class 18 contains 205744 members 
Mstep: Class 19 contains 86491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146906944.000000 Penalty: 62442.394531
Iteration 32Q: 19 clusters Score -1.469069e+08 nChanged 7016
Entering Unmasked Mstep 
Mstep: Class 0 contains 469 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 50692 members 
Mstep: Class 3 contains 19571 members 
Mstep: Class 4 contains 29409 members 
Mstep: Class 5 contains 22606 members 
Mstep: Class 6 contains 17682 members 
Mstep: Class 7 contains 25163 members 
Mstep: Class 9 contains 80045 members 
Mstep: Class 10 contains 17312 members 
Mstep: Class 11 contains 39470 members 
Mstep: Class 12 contains 27874 members 
Mstep: Class 13 contains 367981 members 
Mstep: Class 14 contains 37612 members 
Mstep: Class 15 contains 20595 members 
Mstep: Class 16 contains 108351 members 
Mstep: Class 17 contains 29494 members 
Mstep: Class 18 contains 204847 members 
Mstep: Class 19 contains 86273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146908528.000000 Penalty: 62442.394531
Iteration 33Q: 19 clusters Score -1.469085e+08 nChanged 6676
Entering Unmasked Mstep 
Mstep: Class 0 contains 469 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 51421 members 
Mstep: Class 3 contains 19655 members 
Mstep: Class 4 contains 29402 members 
Mstep: Class 5 contains 22088 members 
Mstep: Class 6 contains 17688 members 
Mstep: Class 7 contains 25174 members 
Mstep: Class 9 contains 79915 members 
Mstep: Class 10 contains 17567 members 
Mstep: Class 11 contains 39582 members 
Mstep: Class 12 contains 28017 members 
Mstep: Class 13 contains 367059 members 
Mstep: Class 14 contains 38863 members 
Mstep: Class 15 contains 20596 members 
Mstep: Class 16 contains 108528 members 
Mstep: Class 17 contains 29259 members 
Mstep: Class 18 contains 204155 members 
Mstep: Class 19 contains 86008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146909408.000000 Penalty: 62442.394531
Iteration 34Q: 19 clusters Score -1.469094e+08 nChanged 6377
Entering Unmasked Mstep 
Mstep: Class 0 contains 469 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 52133 members 
Mstep: Class 3 contains 19729 members 
Mstep: Class 4 contains 29400 members 
Mstep: Class 5 contains 21549 members 
Mstep: Class 6 contains 17743 members 
Mstep: Class 7 contains 25191 members 
Mstep: Class 9 contains 79724 members 
Mstep: Class 10 contains 17848 members 
Mstep: Class 11 contains 39721 members 
Mstep: Class 12 contains 28128 members 
Mstep: Class 13 contains 366308 members 
Mstep: Class 14 contains 39841 members 
Mstep: Class 15 contains 20595 members 
Mstep: Class 16 contains 108696 members 
Mstep: Class 17 contains 29079 members 
Mstep: Class 18 contains 203633 members 
Mstep: Class 19 contains 85657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146911280.000000 Penalty: 62442.394531
Iteration 35Q: 19 clusters Score -1.469113e+08 nChanged 6155
Entering Unmasked Mstep 
Mstep: Class 0 contains 469 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 52832 members 
Mstep: Class 3 contains 19790 members 
Mstep: Class 4 contains 29388 members 
Mstep: Class 5 contains 21067 members 
Mstep: Class 6 contains 17815 members 
Mstep: Class 7 contains 25211 members 
Mstep: Class 9 contains 79501 members 
Mstep: Class 10 contains 18128 members 
Mstep: Class 11 contains 39888 members 
Mstep: Class 12 contains 28244 members 
Mstep: Class 13 contains 365584 members 
Mstep: Class 14 contains 40606 members 
Mstep: Class 15 contains 20596 members 
Mstep: Class 16 contains 108828 members 
Mstep: Class 17 contains 28972 members 
Mstep: Class 18 contains 203205 members 
Mstep: Class 19 contains 85321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146912272.000000 Penalty: 62442.394531
Iteration 36Q: 19 clusters Score -1.469123e+08 nChanged 5950
Entering Unmasked Mstep 
Mstep: Class 0 contains 469 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 53559 members 
Mstep: Class 3 contains 19811 members 
Mstep: Class 4 contains 29378 members 
Mstep: Class 5 contains 20570 members 
Mstep: Class 6 contains 17882 members 
Mstep: Class 7 contains 25247 members 
Mstep: Class 9 contains 79255 members 
Mstep: Class 10 contains 18402 members 
Mstep: Class 11 contains 40035 members 
Mstep: Class 12 contains 28343 members 
Mstep: Class 13 contains 364983 members 
Mstep: Class 14 contains 41227 members 
Mstep: Class 15 contains 20595 members 
Mstep: Class 16 contains 108997 members 
Mstep: Class 17 contains 28871 members 
Mstep: Class 18 contains 202869 members 
Mstep: Class 19 contains 84950 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146914032.000000 Penalty: 62442.394531
Iteration 37Q: 19 clusters Score -1.46914e+08 nChanged 5713
Entering Unmasked Mstep 
Mstep: Class 0 contains 469 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 54187 members 
Mstep: Class 3 contains 19838 members 
Mstep: Class 4 contains 29370 members 
Mstep: Class 5 contains 20206 members 
Mstep: Class 6 contains 17937 members 
Mstep: Class 7 contains 25279 members 
Mstep: Class 9 contains 79017 members 
Mstep: Class 10 contains 18610 members 
Mstep: Class 11 contains 40176 members 
Mstep: Class 12 contains 28421 members 
Mstep: Class 13 contains 364538 members 
Mstep: Class 14 contains 41709 members 
Mstep: Class 15 contains 20596 members 
Mstep: Class 16 contains 109143 members 
Mstep: Class 17 contains 28799 members 
Mstep: Class 18 contains 202636 members 
Mstep: Class 19 contains 84512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146914224.000000 Penalty: 62442.394531
Iteration 38Q: 19 clusters Score -1.469142e+08 nChanged 5335
Entering ConstructFrom: 
Score: -146914224.000000 Penalty: 62442.394531
Entering ConstructFrom: 
Trying to split cluster 1 (2807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Entering Unmasked Estep 
Score: -231821.390625 Penalty: 1969.088257
	Iteration 0F: 2 clusters Score -231821.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -230080.796875 Penalty: 3938.176514
	Iteration 0F: 3 clusters Score -230080.8 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -246948.015625 Penalty: 3938.176514
	Iteration 1F: 3 clusters Score -246948 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -264612.531250 Penalty: 3938.176514
	Iteration 2F: 3 clusters Score -264612.5 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -272697.562500 Penalty: 3938.176514
	Iteration 3F: 3 clusters Score -272697.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -275569.000000 Penalty: 3938.176514
	Iteration 4Q: 3 clusters Score -275569 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -275996.000000 Penalty: 3938.176514
	Iteration 5Q: 3 clusters Score -275996 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -276204.500000 Penalty: 3938.176514
	Iteration 6Q: 3 clusters Score -276204.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -276272.343750 Penalty: 3938.176514
	Iteration 7Q: 3 clusters Score -276272.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -276299.531250 Penalty: 3938.176514
	Iteration 8Q: 3 clusters Score -276299.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -276299.593750 Penalty: 3938.176514
	Iteration 9Q: 3 clusters Score -276299.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -276303.937500 Penalty: 3938.176514
	Iteration 10Q: 3 clusters Score -276303.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -276304.218750 Penalty: 3938.176514
	Iteration 11Q: 3 clusters Score -276304.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -276313.468750 Penalty: 3938.176514
	Iteration 12Q: 3 clusters Score -276313.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -276313.906250 Penalty: 3938.176514
	Iteration 13F: 3 clusters Score -276313.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -276305.656250 Penalty: 3938.176514
	Iteration 14Q: 3 clusters Score -276305.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -276301.281250 Penalty: 3938.176514
	Iteration 15Q: 3 clusters Score -276301.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -276299.093750 Penalty: 3938.176514
	Iteration 16Q: 3 clusters Score -276299.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -276315.593750 Penalty: 3938.176514
	Iteration 17Q: 3 clusters Score -276315.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -276315.593750 Penalty: 3938.176514
	Iteration 18F: 3 clusters Score -276315.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 469 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 54739 members 
Mstep: Class 3 contains 19842 members 
Mstep: Class 4 contains 29366 members 
Mstep: Class 5 contains 19967 members 
Mstep: Class 6 contains 17959 members 
Mstep: Class 7 contains 25313 members 
Mstep: Class 8 contains 1537 members 
Mstep: Class 9 contains 78809 members 
Mstep: Class 10 contains 18808 members 
Mstep: Class 11 contains 40303 members 
Mstep: Class 12 contains 28498 members 
Mstep: Class 13 contains 364130 members 
Mstep: Class 14 contains 42118 members 
Mstep: Class 15 contains 20595 members 
Mstep: Class 16 contains 109240 members 
Mstep: Class 17 contains 28716 members 
Mstep: Class 18 contains 202507 members 
Mstep: Class 19 contains 84063 members 
Entering Unmasked Estep 
Score: -146956832.000000 Penalty: 65911.414062
Splitting cluster 1 changes total score from -146914224.000000 to -146956832.000000
So it's getting split into cluster 8.
Entering ConstructFrom: 
Trying to split cluster 2 (54739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54739 members 
Entering Unmasked Estep 
Score: -6576972.500000 Penalty: 2705.762207
	Iteration 0F: 2 clusters Score -6576972 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27527 members 
Mstep: Class 2 contains 27212 members 
Entering Unmasked Estep 
Score: -6540169.000000 Penalty: 5411.524414
	Iteration 0F: 3 clusters Score -6540169 nChanged 25249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28702 members 
Mstep: Class 2 contains 26037 members 
Entering Unmasked Estep 
Score: -6554839.500000 Penalty: 5411.524414
	Iteration 1F: 3 clusters Score -6554840 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29398 members 
Mstep: Class 2 contains 25341 members 
Entering Unmasked Estep 
Score: -6555904.000000 Penalty: 5411.524414
	Iteration 2Q: 3 clusters Score -6555904 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30284 members 
Mstep: Class 2 contains 24455 members 
Entering Unmasked Estep 
Score: -6557110.000000 Penalty: 5411.524414
	Iteration 3Q: 3 clusters Score -6557110 nChanged 2831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31367 members 
Mstep: Class 2 contains 23372 members 
Entering Unmasked Estep 
Score: -6558602.500000 Penalty: 5411.524414
	Iteration 4F: 3 clusters Score -6558602 nChanged 3128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32699 members 
Mstep: Class 2 contains 22040 members 
Entering Unmasked Estep 
Score: -6560538.000000 Penalty: 5411.524414
	Iteration 5F: 3 clusters Score -6560538 nChanged 3381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34284 members 
Mstep: Class 2 contains 20455 members 
Entering Unmasked Estep 
Score: -6562848.000000 Penalty: 5411.524414
	Iteration 6F: 3 clusters Score -6562848 nChanged 3262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35930 members 
Mstep: Class 2 contains 18809 members 
Entering Unmasked Estep 
Score: -6565194.500000 Penalty: 5411.524414
	Iteration 7F: 3 clusters Score -6565194 nChanged 3007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37471 members 
Mstep: Class 2 contains 17268 members 
Entering Unmasked Estep 
Score: -6567257.000000 Penalty: 5411.524414
	Iteration 8F: 3 clusters Score -6567257 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38766 members 
Mstep: Class 2 contains 15973 members 
Entering Unmasked Estep 
Score: -6569046.500000 Penalty: 5411.524414
	Iteration 9Q: 3 clusters Score -6569046 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39839 members 
Mstep: Class 2 contains 14900 members 
Entering Unmasked Estep 
Score: -6570311.000000 Penalty: 5411.524414
	Iteration 10Q: 3 clusters Score -6570311 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40733 members 
Mstep: Class 2 contains 14006 members 
Entering Unmasked Estep 
Score: -6571141.500000 Penalty: 5411.524414
	Iteration 11Q: 3 clusters Score -6571142 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41496 members 
Mstep: Class 2 contains 13243 members 
Entering Unmasked Estep 
Score: -6571642.000000 Penalty: 5411.524414
	Iteration 12Q: 3 clusters Score -6571642 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42179 members 
Mstep: Class 2 contains 12560 members 
Entering Unmasked Estep 
Score: -6572003.500000 Penalty: 5411.524414
	Iteration 13Q: 3 clusters Score -6572004 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42810 members 
Mstep: Class 2 contains 11929 members 
Entering Unmasked Estep 
Score: -6572240.500000 Penalty: 5411.524414
	Iteration 14Q: 3 clusters Score -6572240 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43372 members 
Mstep: Class 2 contains 11367 members 
Entering Unmasked Estep 
Score: -6572446.000000 Penalty: 5411.524414
	Iteration 15Q: 3 clusters Score -6572446 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43891 members 
Mstep: Class 2 contains 10848 members 
Entering Unmasked Estep 
Score: -6572650.500000 Penalty: 5411.524414
	Iteration 16Q: 3 clusters Score -6572650 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44390 members 
Mstep: Class 2 contains 10349 members 
Entering Unmasked Estep 
Score: -6572824.500000 Penalty: 5411.524414
	Iteration 17Q: 3 clusters Score -6572824 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44887 members 
Mstep: Class 2 contains 9852 members 
Entering Unmasked Estep 
Score: -6572951.500000 Penalty: 5411.524414
	Iteration 18Q: 3 clusters Score -6572952 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45366 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -6573089.500000 Penalty: 5411.524414
	Iteration 19Q: 3 clusters Score -6573090 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45858 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -6573272.500000 Penalty: 5411.524414
	Iteration 20F: 3 clusters Score -6573272 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46361 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -6573420.000000 Penalty: 5411.524414
	Iteration 21Q: 3 clusters Score -6573420 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46832 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -6573559.000000 Penalty: 5411.524414
	Iteration 22Q: 3 clusters Score -6573559 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47282 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -6573736.500000 Penalty: 5411.524414
	Iteration 23Q: 3 clusters Score -6573736 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47737 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -6573865.000000 Penalty: 5411.524414
	Iteration 24Q: 3 clusters Score -6573865 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48169 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -6574004.500000 Penalty: 5411.524414
	Iteration 25Q: 3 clusters Score -6574004 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48563 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -6574109.000000 Penalty: 5411.524414
	Iteration 26Q: 3 clusters Score -6574109 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48928 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -6574222.000000 Penalty: 5411.524414
	Iteration 27Q: 3 clusters Score -6574222 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49299 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -6574351.000000 Penalty: 5411.524414
	Iteration 28Q: 3 clusters Score -6574351 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49651 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -6574483.500000 Penalty: 5411.524414
	Iteration 29Q: 3 clusters Score -6574484 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49981 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -6574622.000000 Penalty: 5411.524414
	Iteration 30Q: 3 clusters Score -6574622 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50278 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -6574715.000000 Penalty: 5411.524414
	Iteration 31Q: 3 clusters Score -6574715 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50518 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -6574827.000000 Penalty: 5411.524414
	Iteration 32Q: 3 clusters Score -6574827 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50731 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -6574866.000000 Penalty: 5411.524414
	Iteration 33Q: 3 clusters Score -6574866 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50917 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -6574933.000000 Penalty: 5411.524414
	Iteration 34Q: 3 clusters Score -6574933 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51063 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -6574960.500000 Penalty: 5411.524414
	Iteration 35Q: 3 clusters Score -6574960 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51218 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -6575008.000000 Penalty: 5411.524414
	Iteration 36Q: 3 clusters Score -6575008 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51344 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -6575051.000000 Penalty: 5411.524414
	Iteration 37Q: 3 clusters Score -6575051 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51455 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -6575074.000000 Penalty: 5411.524414
	Iteration 38Q: 3 clusters Score -6575074 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51550 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -6575110.000000 Penalty: 5411.524414
	Iteration 39Q: 3 clusters Score -6575110 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51625 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -6575139.000000 Penalty: 5411.524414
	Iteration 40F: 3 clusters Score -6575139 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51683 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -6575146.500000 Penalty: 5411.524414
	Iteration 41Q: 3 clusters Score -6575146 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51741 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -6575165.000000 Penalty: 5411.524414
	Iteration 42Q: 3 clusters Score -6575165 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51800 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -6575167.500000 Penalty: 5411.524414
	Iteration 43Q: 3 clusters Score -6575168 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51863 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -6575184.500000 Penalty: 5411.524414
	Iteration 44Q: 3 clusters Score -6575184 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51921 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -6575194.000000 Penalty: 5411.524414
	Iteration 45Q: 3 clusters Score -6575194 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51972 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -6575207.500000 Penalty: 5411.524414
	Iteration 46Q: 3 clusters Score -6575208 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52022 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -6575224.000000 Penalty: 5411.524414
	Iteration 47Q: 3 clusters Score -6575224 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52064 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -6575232.500000 Penalty: 5411.524414
	Iteration 48Q: 3 clusters Score -6575232 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52098 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -6575246.500000 Penalty: 5411.524414
	Iteration 49Q: 3 clusters Score -6575246 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52133 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -6575249.500000 Penalty: 5411.524414
	Iteration 50Q: 3 clusters Score -6575250 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52160 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -6575272.500000 Penalty: 5411.524414
	Iteration 51Q: 3 clusters Score -6575272 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52187 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -6575280.500000 Penalty: 5411.524414
	Iteration 52Q: 3 clusters Score -6575280 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52217 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -6575280.000000 Penalty: 5411.524414
	Iteration 53Q: 3 clusters Score -6575280 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52244 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -6575279.000000 Penalty: 5411.524414
	Iteration 54Q: 3 clusters Score -6575279 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52266 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -6575284.500000 Penalty: 5411.524414
	Iteration 55Q: 3 clusters Score -6575284 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52289 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -6575277.000000 Penalty: 5411.524414
	Iteration 56Q: 3 clusters Score -6575277 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52312 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -6575294.000000 Penalty: 5411.524414
	Iteration 57Q: 3 clusters Score -6575294 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52331 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -6575312.000000 Penalty: 5411.524414
	Iteration 58Q: 3 clusters Score -6575312 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52348 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -6575306.500000 Penalty: 5411.524414
	Iteration 59Q: 3 clusters Score -6575306 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52361 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -6575319.500000 Penalty: 5411.524414
	Iteration 60F: 3 clusters Score -6575320 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52372 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -6575320.500000 Penalty: 5411.524414
	Iteration 61Q: 3 clusters Score -6575320 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52379 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -6575317.000000 Penalty: 5411.524414
	Iteration 62Q: 3 clusters Score -6575317 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52388 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -6575328.000000 Penalty: 5411.524414
	Iteration 63Q: 3 clusters Score -6575328 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52391 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -6575330.500000 Penalty: 5411.524414
	Iteration 64Q: 3 clusters Score -6575330 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52396 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -6575325.000000 Penalty: 5411.524414
	Iteration 65Q: 3 clusters Score -6575325 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52398 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -6575331.000000 Penalty: 5411.524414
	Iteration 66Q: 3 clusters Score -6575331 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52400 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -6575336.000000 Penalty: 5411.524414
	Iteration 67Q: 3 clusters Score -6575336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52400 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -6575332.000000 Penalty: 5411.524414
	Iteration 68Q: 3 clusters Score -6575332 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52400 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -6575331.000000 Penalty: 5411.524414
	Iteration 69Q: 3 clusters Score -6575331 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52401 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -6575333.500000 Penalty: 5411.524414
	Iteration 70Q: 3 clusters Score -6575334 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52403 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -6575333.500000 Penalty: 5411.524414
	Iteration 71Q: 3 clusters Score -6575334 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52406 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -6575334.000000 Penalty: 5411.524414
	Iteration 72Q: 3 clusters Score -6575334 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52408 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -6575333.500000 Penalty: 5411.524414
	Iteration 73Q: 3 clusters Score -6575334 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52410 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -6575331.500000 Penalty: 5411.524414
	Iteration 74Q: 3 clusters Score -6575332 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52412 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -6575327.000000 Penalty: 5411.524414
	Iteration 75Q: 3 clusters Score -6575327 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52415 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -6575336.500000 Penalty: 5411.524414
	Iteration 76Q: 3 clusters Score -6575336 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52418 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -6575333.500000 Penalty: 5411.524414
	Iteration 77Q: 3 clusters Score -6575334 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52418 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -6575332.000000 Penalty: 5411.524414
	Iteration 78Q: 3 clusters Score -6575332 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52420 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -6575330.500000 Penalty: 5411.524414
	Iteration 79Q: 3 clusters Score -6575330 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52421 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -6575332.500000 Penalty: 5411.524414
	Iteration 80F: 3 clusters Score -6575332 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52423 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -6575338.500000 Penalty: 5411.524414
	Iteration 81Q: 3 clusters Score -6575338 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52423 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -6575333.000000 Penalty: 5411.524414
	Iteration 82Q: 3 clusters Score -6575333 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52425 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -6575329.500000 Penalty: 5411.524414
	Iteration 83Q: 3 clusters Score -6575330 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52427 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -6575330.000000 Penalty: 5411.524414
	Iteration 84Q: 3 clusters Score -6575330 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52429 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -6575329.500000 Penalty: 5411.524414
	Iteration 85Q: 3 clusters Score -6575330 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52431 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -6575324.500000 Penalty: 5411.524414
	Iteration 86Q: 3 clusters Score -6575324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52433 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -6575322.000000 Penalty: 5411.524414
	Iteration 87Q: 3 clusters Score -6575322 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52436 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -6575319.500000 Penalty: 5411.524414
	Iteration 88Q: 3 clusters Score -6575320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52438 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -6575325.500000 Penalty: 5411.524414
	Iteration 89Q: 3 clusters Score -6575326 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52441 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -6575325.000000 Penalty: 5411.524414
	Iteration 90Q: 3 clusters Score -6575325 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52445 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -6575333.500000 Penalty: 5411.524414
	Iteration 91Q: 3 clusters Score -6575334 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52445 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -6575333.500000 Penalty: 5411.524414
	Iteration 92F: 3 clusters Score -6575334 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (19842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19842 members 
Entering Unmasked Estep 
Score: -2451787.750000 Penalty: 2454.097900
	Iteration 0F: 2 clusters Score -2451788 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10003 members 
Mstep: Class 2 contains 9839 members 
Entering Unmasked Estep 
Score: -2437812.250000 Penalty: 4908.195801
	Iteration 0F: 3 clusters Score -2437812 nChanged 8806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -2443271.000000 Penalty: 4908.195801
	Iteration 1F: 3 clusters Score -2443271 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 10070 members 
Entering Unmasked Estep 
Score: -2444911.000000 Penalty: 4908.195801
	Iteration 2F: 3 clusters Score -2444911 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 10593 members 
Entering Unmasked Estep 
Score: -2447672.250000 Penalty: 4908.195801
	Iteration 3F: 3 clusters Score -2447672 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8839 members 
Mstep: Class 2 contains 11003 members 
Entering Unmasked Estep 
Score: -2450636.000000 Penalty: 4908.195801
	Iteration 4F: 3 clusters Score -2450636 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 11295 members 
Entering Unmasked Estep 
Score: -2452252.250000 Penalty: 4908.195801
	Iteration 5F: 3 clusters Score -2452252 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 11379 members 
Entering Unmasked Estep 
Score: -2452874.000000 Penalty: 4908.195801
	Iteration 6F: 3 clusters Score -2452874 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 11442 members 
Entering Unmasked Estep 
Score: -2453163.750000 Penalty: 4908.195801
	Iteration 7Q: 3 clusters Score -2453164 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 11516 members 
Entering Unmasked Estep 
Score: -2453298.500000 Penalty: 4908.195801
	Iteration 8Q: 3 clusters Score -2453298 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 11600 members 
Entering Unmasked Estep 
Score: -2453426.500000 Penalty: 4908.195801
	Iteration 9Q: 3 clusters Score -2453426 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 11720 members 
Entering Unmasked Estep 
Score: -2453565.500000 Penalty: 4908.195801
	Iteration 10Q: 3 clusters Score -2453566 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 11845 members 
Entering Unmasked Estep 
Score: -2453690.500000 Penalty: 4908.195801
	Iteration 11Q: 3 clusters Score -2453690 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 11980 members 
Entering Unmasked Estep 
Score: -2453844.250000 Penalty: 4908.195801
	Iteration 12Q: 3 clusters Score -2453844 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 12116 members 
Entering Unmasked Estep 
Score: -2453988.250000 Penalty: 4908.195801
	Iteration 13Q: 3 clusters Score -2453988 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 12218 members 
Entering Unmasked Estep 
Score: -2454136.250000 Penalty: 4908.195801
	Iteration 14Q: 3 clusters Score -2454136 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 12329 members 
Entering Unmasked Estep 
Score: -2454276.250000 Penalty: 4908.195801
	Iteration 15Q: 3 clusters Score -2454276 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 12417 members 
Entering Unmasked Estep 
Score: -2454372.000000 Penalty: 4908.195801
	Iteration 16Q: 3 clusters Score -2454372 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 12494 members 
Entering Unmasked Estep 
Score: -2454455.500000 Penalty: 4908.195801
	Iteration 17Q: 3 clusters Score -2454456 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 12552 members 
Entering Unmasked Estep 
Score: -2454531.000000 Penalty: 4908.195801
	Iteration 18Q: 3 clusters Score -2454531 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 12584 members 
Entering Unmasked Estep 
Score: -2454570.750000 Penalty: 4908.195801
	Iteration 19Q: 3 clusters Score -2454571 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 12589 members 
Entering Unmasked Estep 
Score: -2454607.500000 Penalty: 4908.195801
	Iteration 20F: 3 clusters Score -2454608 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 12571 members 
Entering Unmasked Estep 
Score: -2454628.250000 Penalty: 4908.195801
	Iteration 21Q: 3 clusters Score -2454628 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 12563 members 
Entering Unmasked Estep 
Score: -2454633.750000 Penalty: 4908.195801
	Iteration 22Q: 3 clusters Score -2454634 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 12551 members 
Entering Unmasked Estep 
Score: -2454647.500000 Penalty: 4908.195801
	Iteration 23Q: 3 clusters Score -2454648 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 12538 members 
Entering Unmasked Estep 
Score: -2454654.750000 Penalty: 4908.195801
	Iteration 24Q: 3 clusters Score -2454655 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 12513 members 
Entering Unmasked Estep 
Score: -2454654.000000 Penalty: 4908.195801
	Iteration 25Q: 3 clusters Score -2454654 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 12478 members 
Entering Unmasked Estep 
Score: -2454663.250000 Penalty: 4908.195801
	Iteration 26Q: 3 clusters Score -2454663 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 12450 members 
Entering Unmasked Estep 
Score: -2454671.250000 Penalty: 4908.195801
	Iteration 27Q: 3 clusters Score -2454671 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 12431 members 
Entering Unmasked Estep 
Score: -2454679.250000 Penalty: 4908.195801
	Iteration 28Q: 3 clusters Score -2454679 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 12402 members 
Entering Unmasked Estep 
Score: -2454675.500000 Penalty: 4908.195801
	Iteration 29Q: 3 clusters Score -2454676 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 12383 members 
Entering Unmasked Estep 
Score: -2454679.500000 Penalty: 4908.195801
	Iteration 30Q: 3 clusters Score -2454680 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 12371 members 
Entering Unmasked Estep 
Score: -2454683.000000 Penalty: 4908.195801
	Iteration 31Q: 3 clusters Score -2454683 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 12362 members 
Entering Unmasked Estep 
Score: -2454682.250000 Penalty: 4908.195801
	Iteration 32Q: 3 clusters Score -2454682 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 12354 members 
Entering Unmasked Estep 
Score: -2454688.000000 Penalty: 4908.195801
	Iteration 33Q: 3 clusters Score -2454688 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 12345 members 
Entering Unmasked Estep 
Score: -2454689.000000 Penalty: 4908.195801
	Iteration 34Q: 3 clusters Score -2454689 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 12331 members 
Entering Unmasked Estep 
Score: -2454688.000000 Penalty: 4908.195801
	Iteration 35Q: 3 clusters Score -2454688 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 12314 members 
Entering Unmasked Estep 
Score: -2454694.500000 Penalty: 4908.195801
	Iteration 36Q: 3 clusters Score -2454694 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 12299 members 
Entering Unmasked Estep 
Score: -2454700.000000 Penalty: 4908.195801
	Iteration 37Q: 3 clusters Score -2454700 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 12286 members 
Entering Unmasked Estep 
Score: -2454695.500000 Penalty: 4908.195801
	Iteration 38Q: 3 clusters Score -2454696 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 12272 members 
Entering Unmasked Estep 
Score: -2454697.750000 Penalty: 4908.195801
	Iteration 39Q: 3 clusters Score -2454698 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 12256 members 
Entering Unmasked Estep 
Score: -2454692.000000 Penalty: 4908.195801
	Iteration 40F: 3 clusters Score -2454692 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 12239 members 
Entering Unmasked Estep 
Score: -2454694.000000 Penalty: 4908.195801
	Iteration 41Q: 3 clusters Score -2454694 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 12224 members 
Entering Unmasked Estep 
Score: -2454702.000000 Penalty: 4908.195801
	Iteration 42Q: 3 clusters Score -2454702 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 12207 members 
Entering Unmasked Estep 
Score: -2454696.250000 Penalty: 4908.195801
	Iteration 43Q: 3 clusters Score -2454696 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 12192 members 
Entering Unmasked Estep 
Score: -2454697.750000 Penalty: 4908.195801
	Iteration 44Q: 3 clusters Score -2454698 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 12172 members 
Entering Unmasked Estep 
Score: -2454698.000000 Penalty: 4908.195801
	Iteration 45Q: 3 clusters Score -2454698 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 12151 members 
Entering Unmasked Estep 
Score: -2454696.250000 Penalty: 4908.195801
	Iteration 46Q: 3 clusters Score -2454696 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 12139 members 
Entering Unmasked Estep 
Score: -2454703.250000 Penalty: 4908.195801
	Iteration 47Q: 3 clusters Score -2454703 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 12128 members 
Entering Unmasked Estep 
Score: -2454705.250000 Penalty: 4908.195801
	Iteration 48Q: 3 clusters Score -2454705 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 12115 members 
Entering Unmasked Estep 
Score: -2454711.250000 Penalty: 4908.195801
	Iteration 49Q: 3 clusters Score -2454711 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 12101 members 
Entering Unmasked Estep 
Score: -2454717.250000 Penalty: 4908.195801
	Iteration 50Q: 3 clusters Score -2454717 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 12088 members 
Entering Unmasked Estep 
Score: -2454719.000000 Penalty: 4908.195801
	Iteration 51Q: 3 clusters Score -2454719 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 12074 members 
Entering Unmasked Estep 
Score: -2454717.750000 Penalty: 4908.195801
	Iteration 52Q: 3 clusters Score -2454718 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 12065 members 
Entering Unmasked Estep 
Score: -2454710.250000 Penalty: 4908.195801
	Iteration 53Q: 3 clusters Score -2454710 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 12051 members 
Entering Unmasked Estep 
Score: -2454714.750000 Penalty: 4908.195801
	Iteration 54Q: 3 clusters Score -2454715 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 12041 members 
Entering Unmasked Estep 
Score: -2454713.000000 Penalty: 4908.195801
	Iteration 55Q: 3 clusters Score -2454713 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 12031 members 
Entering Unmasked Estep 
Score: -2454714.250000 Penalty: 4908.195801
	Iteration 56Q: 3 clusters Score -2454714 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 12023 members 
Entering Unmasked Estep 
Score: -2454716.000000 Penalty: 4908.195801
	Iteration 57Q: 3 clusters Score -2454716 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 12021 members 
Entering Unmasked Estep 
Score: -2454717.250000 Penalty: 4908.195801
	Iteration 58Q: 3 clusters Score -2454717 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 12018 members 
Entering Unmasked Estep 
Score: -2454715.750000 Penalty: 4908.195801
	Iteration 59Q: 3 clusters Score -2454716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 12015 members 
Entering Unmasked Estep 
Score: -2454716.000000 Penalty: 4908.195801
	Iteration 60F: 3 clusters Score -2454716 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 469 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 54739 members 
Mstep: Class 3 contains 7827 members 
Mstep: Class 4 contains 29366 members 
Mstep: Class 5 contains 19967 members 
Mstep: Class 6 contains 17959 members 
Mstep: Class 7 contains 25313 members 
Mstep: Class 8 contains 1537 members 
Mstep: Class 9 contains 78809 members 
Mstep: Class 10 contains 18808 members 
Mstep: Class 11 contains 40303 members 
Mstep: Class 12 contains 28498 members 
Mstep: Class 13 contains 364130 members 
Mstep: Class 14 contains 42118 members 
Mstep: Class 15 contains 20595 members 
Mstep: Class 16 contains 109240 members 
Mstep: Class 17 contains 28716 members 
Mstep: Class 18 contains 202507 members 
Mstep: Class 19 contains 84063 members 
Mstep: Class 20 contains 12015 members 
Entering Unmasked Estep 
Score: -146958976.000000 Penalty: 69380.437500
Splitting cluster 3 changes total score from -146914224.000000 to -146958976.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 4 (29366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29366 members 
Entering Unmasked Estep 
Score: -3724865.250000 Penalty: 2551.322998
	Iteration 0F: 2 clusters Score -3724865 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14721 members 
Mstep: Class 2 contains 14645 members 
Entering Unmasked Estep 
Score: -3704805.250000 Penalty: 5102.645996
	Iteration 0F: 3 clusters Score -3704805 nChanged 13162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14773 members 
Mstep: Class 2 contains 14593 members 
Entering Unmasked Estep 
Score: -3712114.000000 Penalty: 5102.645996
	Iteration 1F: 3 clusters Score -3712114 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14746 members 
Mstep: Class 2 contains 14620 members 
Entering Unmasked Estep 
Score: -3712758.750000 Penalty: 5102.645996
	Iteration 2F: 3 clusters Score -3712759 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14569 members 
Mstep: Class 2 contains 14797 members 
Entering Unmasked Estep 
Score: -3713538.000000 Penalty: 5102.645996
	Iteration 3F: 3 clusters Score -3713538 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14239 members 
Mstep: Class 2 contains 15127 members 
Entering Unmasked Estep 
Score: -3714463.000000 Penalty: 5102.645996
	Iteration 4F: 3 clusters Score -3714463 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13682 members 
Mstep: Class 2 contains 15684 members 
Entering Unmasked Estep 
Score: -3715662.250000 Penalty: 5102.645996
	Iteration 5F: 3 clusters Score -3715662 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12944 members 
Mstep: Class 2 contains 16422 members 
Entering Unmasked Estep 
Score: -3717067.250000 Penalty: 5102.645996
	Iteration 6F: 3 clusters Score -3717067 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12057 members 
Mstep: Class 2 contains 17309 members 
Entering Unmasked Estep 
Score: -3718559.750000 Penalty: 5102.645996
	Iteration 7F: 3 clusters Score -3718560 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11127 members 
Mstep: Class 2 contains 18239 members 
Entering Unmasked Estep 
Score: -3719815.000000 Penalty: 5102.645996
	Iteration 8F: 3 clusters Score -3719815 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10242 members 
Mstep: Class 2 contains 19124 members 
Entering Unmasked Estep 
Score: -3720597.500000 Penalty: 5102.645996
	Iteration 9F: 3 clusters Score -3720598 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 19907 members 
Entering Unmasked Estep 
Score: -3721136.250000 Penalty: 5102.645996
	Iteration 10Q: 3 clusters Score -3721136 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 20622 members 
Entering Unmasked Estep 
Score: -3721527.500000 Penalty: 5102.645996
	Iteration 11Q: 3 clusters Score -3721528 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 21293 members 
Entering Unmasked Estep 
Score: -3721803.000000 Penalty: 5102.645996
	Iteration 12Q: 3 clusters Score -3721803 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 21916 members 
Entering Unmasked Estep 
Score: -3722053.750000 Penalty: 5102.645996
	Iteration 13Q: 3 clusters Score -3722054 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 22505 members 
Entering Unmasked Estep 
Score: -3722259.000000 Penalty: 5102.645996
	Iteration 14Q: 3 clusters Score -3722259 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 23037 members 
Entering Unmasked Estep 
Score: -3722429.500000 Penalty: 5102.645996
	Iteration 15Q: 3 clusters Score -3722430 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 23523 members 
Entering Unmasked Estep 
Score: -3722593.000000 Penalty: 5102.645996
	Iteration 16Q: 3 clusters Score -3722593 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 23958 members 
Entering Unmasked Estep 
Score: -3722728.000000 Penalty: 5102.645996
	Iteration 17Q: 3 clusters Score -3722728 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 24370 members 
Entering Unmasked Estep 
Score: -3722830.000000 Penalty: 5102.645996
	Iteration 18Q: 3 clusters Score -3722830 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 24737 members 
Entering Unmasked Estep 
Score: -3722954.750000 Penalty: 5102.645996
	Iteration 19Q: 3 clusters Score -3722955 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 25049 members 
Entering Unmasked Estep 
Score: -3723047.000000 Penalty: 5102.645996
	Iteration 20F: 3 clusters Score -3723047 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 25319 members 
Entering Unmasked Estep 
Score: -3723116.000000 Penalty: 5102.645996
	Iteration 21Q: 3 clusters Score -3723116 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 25530 members 
Entering Unmasked Estep 
Score: -3723153.500000 Penalty: 5102.645996
	Iteration 22Q: 3 clusters Score -3723154 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 25707 members 
Entering Unmasked Estep 
Score: -3723203.750000 Penalty: 5102.645996
	Iteration 23Q: 3 clusters Score -3723204 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 25841 members 
Entering Unmasked Estep 
Score: -3723241.500000 Penalty: 5102.645996
	Iteration 24Q: 3 clusters Score -3723242 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 25962 members 
Entering Unmasked Estep 
Score: -3723262.000000 Penalty: 5102.645996
	Iteration 25Q: 3 clusters Score -3723262 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 26054 members 
Entering Unmasked Estep 
Score: -3723276.750000 Penalty: 5102.645996
	Iteration 26Q: 3 clusters Score -3723277 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 26132 members 
Entering Unmasked Estep 
Score: -3723306.000000 Penalty: 5102.645996
	Iteration 27Q: 3 clusters Score -3723306 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 26197 members 
Entering Unmasked Estep 
Score: -3723309.000000 Penalty: 5102.645996
	Iteration 28Q: 3 clusters Score -3723309 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 26261 members 
Entering Unmasked Estep 
Score: -3723327.000000 Penalty: 5102.645996
	Iteration 29Q: 3 clusters Score -3723327 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 26318 members 
Entering Unmasked Estep 
Score: -3723333.250000 Penalty: 5102.645996
	Iteration 30Q: 3 clusters Score -3723333 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 26358 members 
Entering Unmasked Estep 
Score: -3723339.250000 Penalty: 5102.645996
	Iteration 31Q: 3 clusters Score -3723339 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 26396 members 
Entering Unmasked Estep 
Score: -3723336.000000 Penalty: 5102.645996
	Iteration 32Q: 3 clusters Score -3723336 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 26428 members 
Entering Unmasked Estep 
Score: -3723341.500000 Penalty: 5102.645996
	Iteration 33Q: 3 clusters Score -3723342 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 26449 members 
Entering Unmasked Estep 
Score: -3723347.250000 Penalty: 5102.645996
	Iteration 34Q: 3 clusters Score -3723347 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 26468 members 
Entering Unmasked Estep 
Score: -3723349.750000 Penalty: 5102.645996
	Iteration 35Q: 3 clusters Score -3723350 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 26485 members 
Entering Unmasked Estep 
Score: -3723345.000000 Penalty: 5102.645996
	Iteration 36Q: 3 clusters Score -3723345 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 26497 members 
Entering Unmasked Estep 
Score: -3723343.500000 Penalty: 5102.645996
	Iteration 37Q: 3 clusters Score -3723344 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 26510 members 
Entering Unmasked Estep 
Score: -3723349.500000 Penalty: 5102.645996
	Iteration 38Q: 3 clusters Score -3723350 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 26529 members 
Entering Unmasked Estep 
Score: -3723355.750000 Penalty: 5102.645996
	Iteration 39Q: 3 clusters Score -3723356 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 26540 members 
Entering Unmasked Estep 
Score: -3723359.500000 Penalty: 5102.645996
	Iteration 40F: 3 clusters Score -3723360 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 26549 members 
Entering Unmasked Estep 
Score: -3723357.250000 Penalty: 5102.645996
	Iteration 41Q: 3 clusters Score -3723357 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 26557 members 
Entering Unmasked Estep 
Score: -3723352.250000 Penalty: 5102.645996
	Iteration 42Q: 3 clusters Score -3723352 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 26567 members 
Entering Unmasked Estep 
Score: -3723352.500000 Penalty: 5102.645996
	Iteration 43Q: 3 clusters Score -3723352 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 26573 members 
Entering Unmasked Estep 
Score: -3723356.500000 Penalty: 5102.645996
	Iteration 44Q: 3 clusters Score -3723356 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 26580 members 
Entering Unmasked Estep 
Score: -3723358.750000 Penalty: 5102.645996
	Iteration 45Q: 3 clusters Score -3723359 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 26584 members 
Entering Unmasked Estep 
Score: -3723359.000000 Penalty: 5102.645996
	Iteration 46Q: 3 clusters Score -3723359 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 26592 members 
Entering Unmasked Estep 
Score: -3723356.000000 Penalty: 5102.645996
	Iteration 47Q: 3 clusters Score -3723356 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 26599 members 
Entering Unmasked Estep 
Score: -3723352.500000 Penalty: 5102.645996
	Iteration 48Q: 3 clusters Score -3723352 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 26603 members 
Entering Unmasked Estep 
Score: -3723355.250000 Penalty: 5102.645996
	Iteration 49Q: 3 clusters Score -3723355 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 26606 members 
Entering Unmasked Estep 
Score: -3723355.500000 Penalty: 5102.645996
	Iteration 50Q: 3 clusters Score -3723356 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 26607 members 
Entering Unmasked Estep 
Score: -3723353.000000 Penalty: 5102.645996
	Iteration 51Q: 3 clusters Score -3723353 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 26607 members 
Entering Unmasked Estep 
Score: -3723353.000000 Penalty: 5102.645996
	Iteration 52F: 3 clusters Score -3723353 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (19967 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19967 members 
Entering Unmasked Estep 
Score: -2281486.000000 Penalty: 2455.655518
	Iteration 0F: 2 clusters Score -2281486 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 9996 members 
Entering Unmasked Estep 
Score: -2267544.500000 Penalty: 4911.311035
	Iteration 0F: 3 clusters Score -2267544 nChanged 8753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10094 members 
Mstep: Class 2 contains 9873 members 
Entering Unmasked Estep 
Score: -2272538.250000 Penalty: 4911.311035
	Iteration 1F: 3 clusters Score -2272538 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10249 members 
Mstep: Class 2 contains 9718 members 
Entering Unmasked Estep 
Score: -2273464.750000 Penalty: 4911.311035
	Iteration 2F: 3 clusters Score -2273465 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -2274411.750000 Penalty: 4911.311035
	Iteration 3F: 3 clusters Score -2274412 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10402 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -2275401.750000 Penalty: 4911.311035
	Iteration 4F: 3 clusters Score -2275402 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 10260 members 
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Mstep: Class 2 contains 10329 members 
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Mstep: Class 2 contains 10451 members 
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Mstep: Class 2 contains 10549 members 
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Mstep: Class 1 contains 9115 members 
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Mstep: Class 1 contains 9044 members 
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Mstep: Class 1 contains 8992 members 
Mstep: Class 2 contains 10975 members 
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Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 11009 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8931 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 8917 members 
Mstep: Class 2 contains 11050 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 11042 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 11030 members 
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Mstep: Class 1 contains 8943 members 
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Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -2280708 nChanged 45
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10712 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -2284428.750000 Penalty: 4911.311035
	Iteration 98Q: 3 clusters Score -2284429 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10716 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -2284432.500000 Penalty: 4911.311035
	Iteration 99Q: 3 clusters Score -2284432 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10720 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
Score: -2284431.500000 Penalty: 4911.311035
	Iteration 100F: 3 clusters Score -2284432 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10723 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -2284427.250000 Penalty: 4911.311035
	Iteration 101Q: 3 clusters Score -2284427 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10728 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -2284428.500000 Penalty: 4911.311035
	Iteration 102Q: 3 clusters Score -2284428 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 9234 members 
Entering Unmasked Estep 
Score: -2284431.000000 Penalty: 4911.311035
	Iteration 103Q: 3 clusters Score -2284431 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -2284435.500000 Penalty: 4911.311035
	Iteration 104Q: 3 clusters Score -2284436 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -2284435.500000 Penalty: 4911.311035
	Iteration 105F: 3 clusters Score -2284436 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 469 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 54739 members 
Mstep: Class 3 contains 7827 members 
Mstep: Class 4 contains 29366 members 
Mstep: Class 5 contains 10735 members 
Mstep: Class 6 contains 17959 members 
Mstep: Class 7 contains 25313 members 
Mstep: Class 8 contains 1537 members 
Mstep: Class 9 contains 78809 members 
Mstep: Class 10 contains 18808 members 
Mstep: Class 11 contains 40303 members 
Mstep: Class 12 contains 28498 members 
Mstep: Class 13 contains 364130 members 
Mstep: Class 14 contains 42118 members 
Mstep: Class 15 contains 20595 members 
Mstep: Class 16 contains 109240 members 
Mstep: Class 17 contains 28716 members 
Mstep: Class 18 contains 202507 members 
Mstep: Class 19 contains 84063 members 
Mstep: Class 20 contains 12015 members 
Mstep: Class 21 contains 9232 members 
Entering Unmasked Estep 
Score: -146960816.000000 Penalty: 72849.460938
Splitting cluster 5 changes total score from -146914224.000000 to -146960816.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 6 (17959 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17959 members 
Entering Unmasked Estep 
Score: -2180816.000000 Penalty: 2429.370117
	Iteration 0F: 2 clusters Score -2180816 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 9025 members 
Entering Unmasked Estep 
Score: -2168035.750000 Penalty: 4858.740234
	Iteration 0F: 3 clusters Score -2168036 nChanged 7893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -2172578.000000 Penalty: 4858.740234
	Iteration 1F: 3 clusters Score -2172578 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 9688 members 
Entering Unmasked Estep 
Score: -2173745.750000 Penalty: 4858.740234
	Iteration 2F: 3 clusters Score -2173746 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 10019 members 
Entering Unmasked Estep 
Score: -2175618.750000 Penalty: 4858.740234
	Iteration 3F: 3 clusters Score -2175619 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 10076 members 
Entering Unmasked Estep 
Score: -2177801.500000 Penalty: 4858.740234
	Iteration 4F: 3 clusters Score -2177802 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 9817 members 
Entering Unmasked Estep 
Score: -2180203.500000 Penalty: 4858.740234
	Iteration 5F: 3 clusters Score -2180204 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
Score: -2183110.750000 Penalty: 4858.740234
	Iteration 6F: 3 clusters Score -2183111 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 9470 members 
Entering Unmasked Estep 
Score: -2185811.000000 Penalty: 4858.740234
	Iteration 7F: 3 clusters Score -2185811 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
Score: -2187484.500000 Penalty: 4858.740234
	Iteration 8F: 3 clusters Score -2187484 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 9566 members 
Entering Unmasked Estep 
Score: -2188157.500000 Penalty: 4858.740234
	Iteration 9Q: 3 clusters Score -2188158 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 9650 members 
Entering Unmasked Estep 
Score: -2188390.500000 Penalty: 4858.740234
	Iteration 10Q: 3 clusters Score -2188390 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -2188553.500000 Penalty: 4858.740234
	Iteration 11Q: 3 clusters Score -2188554 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -2188686.750000 Penalty: 4858.740234
	Iteration 12Q: 3 clusters Score -2188687 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 9975 members 
Entering Unmasked Estep 
Score: -2188777.750000 Penalty: 4858.740234
	Iteration 13Q: 3 clusters Score -2188778 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 10077 members 
Entering Unmasked Estep 
Score: -2188847.000000 Penalty: 4858.740234
	Iteration 14Q: 3 clusters Score -2188847 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 10186 members 
Entering Unmasked Estep 
Score: -2188905.000000 Penalty: 4858.740234
	Iteration 15Q: 3 clusters Score -2188905 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -2188953.250000 Penalty: 4858.740234
	Iteration 16Q: 3 clusters Score -2188953 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 10372 members 
Entering Unmasked Estep 
Score: -2188991.000000 Penalty: 4858.740234
	Iteration 17Q: 3 clusters Score -2188991 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 10443 members 
Entering Unmasked Estep 
Score: -2189007.250000 Penalty: 4858.740234
	Iteration 18Q: 3 clusters Score -2189007 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 10491 members 
Entering Unmasked Estep 
Score: -2189010.750000 Penalty: 4858.740234
	Iteration 19Q: 3 clusters Score -2189011 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 10549 members 
Entering Unmasked Estep 
Score: -2189029.000000 Penalty: 4858.740234
	Iteration 20F: 3 clusters Score -2189029 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 10597 members 
Entering Unmasked Estep 
Score: -2189042.250000 Penalty: 4858.740234
	Iteration 21Q: 3 clusters Score -2189042 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 10650 members 
Entering Unmasked Estep 
Score: -2189058.000000 Penalty: 4858.740234
	Iteration 22Q: 3 clusters Score -2189058 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 10700 members 
Entering Unmasked Estep 
Score: -2189064.250000 Penalty: 4858.740234
	Iteration 23Q: 3 clusters Score -2189064 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 10745 members 
Entering Unmasked Estep 
Score: -2189074.250000 Penalty: 4858.740234
	Iteration 24Q: 3 clusters Score -2189074 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 10785 members 
Entering Unmasked Estep 
Score: -2189081.000000 Penalty: 4858.740234
	Iteration 25Q: 3 clusters Score -2189081 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 10819 members 
Entering Unmasked Estep 
Score: -2189087.250000 Penalty: 4858.740234
	Iteration 26Q: 3 clusters Score -2189087 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 10847 members 
Entering Unmasked Estep 
Score: -2189089.250000 Penalty: 4858.740234
	Iteration 27Q: 3 clusters Score -2189089 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 10860 members 
Entering Unmasked Estep 
Score: -2189095.000000 Penalty: 4858.740234
	Iteration 28Q: 3 clusters Score -2189095 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 10875 members 
Entering Unmasked Estep 
Score: -2189095.000000 Penalty: 4858.740234
	Iteration 29Q: 3 clusters Score -2189095 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 10888 members 
Entering Unmasked Estep 
Score: -2189105.750000 Penalty: 4858.740234
	Iteration 30Q: 3 clusters Score -2189106 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 10899 members 
Entering Unmasked Estep 
Score: -2189102.500000 Penalty: 4858.740234
	Iteration 31Q: 3 clusters Score -2189102 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 10907 members 
Entering Unmasked Estep 
Score: -2189099.750000 Penalty: 4858.740234
	Iteration 32Q: 3 clusters Score -2189100 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 10914 members 
Entering Unmasked Estep 
Score: -2189100.000000 Penalty: 4858.740234
	Iteration 33Q: 3 clusters Score -2189100 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 10923 members 
Entering Unmasked Estep 
Score: -2189104.250000 Penalty: 4858.740234
	Iteration 34Q: 3 clusters Score -2189104 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 10931 members 
Entering Unmasked Estep 
Score: -2189103.000000 Penalty: 4858.740234
	Iteration 35Q: 3 clusters Score -2189103 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 10936 members 
Entering Unmasked Estep 
Score: -2189102.500000 Penalty: 4858.740234
	Iteration 36Q: 3 clusters Score -2189102 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 10941 members 
Entering Unmasked Estep 
Score: -2189102.000000 Penalty: 4858.740234
	Iteration 37Q: 3 clusters Score -2189102 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 10944 members 
Entering Unmasked Estep 
Score: -2189102.750000 Penalty: 4858.740234
	Iteration 38Q: 3 clusters Score -2189103 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 10948 members 
Entering Unmasked Estep 
Score: -2189107.000000 Penalty: 4858.740234
	Iteration 39Q: 3 clusters Score -2189107 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 10953 members 
Entering Unmasked Estep 
Score: -2189105.750000 Penalty: 4858.740234
	Iteration 40F: 3 clusters Score -2189106 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 469 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 54739 members 
Mstep: Class 3 contains 7827 members 
Mstep: Class 4 contains 29366 members 
Mstep: Class 5 contains 10735 members 
Mstep: Class 6 contains 7006 members 
Mstep: Class 7 contains 25313 members 
Mstep: Class 8 contains 1537 members 
Mstep: Class 9 contains 78809 members 
Mstep: Class 10 contains 18808 members 
Mstep: Class 11 contains 40303 members 
Mstep: Class 12 contains 28498 members 
Mstep: Class 13 contains 364130 members 
Mstep: Class 14 contains 42118 members 
Mstep: Class 15 contains 20595 members 
Mstep: Class 16 contains 109240 members 
Mstep: Class 17 contains 28716 members 
Mstep: Class 18 contains 202507 members 
Mstep: Class 19 contains 84063 members 
Mstep: Class 20 contains 12015 members 
Mstep: Class 21 contains 9232 members 
Mstep: Class 22 contains 10953 members 
Entering Unmasked Estep 
Score: -146968784.000000 Penalty: 76318.484375
Splitting cluster 6 changes total score from -146914224.000000 to -146968784.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 7 (25313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25313 members 
Entering Unmasked Estep 
Score: -3228385.750000 Penalty: 2514.490234
	Iteration 0F: 2 clusters Score -3228386 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12670 members 
Mstep: Class 2 contains 12643 members 
Entering Unmasked Estep 
Score: -3210846.750000 Penalty: 5028.980469
	Iteration 0F: 3 clusters Score -3210847 nChanged 11354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12692 members 
Mstep: Class 2 contains 12621 members 
Entering Unmasked Estep 
Score: -3217075.750000 Penalty: 5028.980469
	Iteration 1F: 3 clusters Score -3217076 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12695 members 
Mstep: Class 2 contains 12618 members 
Entering Unmasked Estep 
Score: -3217563.500000 Penalty: 5028.980469
	Iteration 2F: 3 clusters Score -3217564 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12652 members 
Mstep: Class 2 contains 12661 members 
Entering Unmasked Estep 
Score: -3217989.750000 Penalty: 5028.980469
	Iteration 3Q: 3 clusters Score -3217990 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12572 members 
Mstep: Class 2 contains 12741 members 
Entering Unmasked Estep 
Score: -3218387.750000 Penalty: 5028.980469
	Iteration 4Q: 3 clusters Score -3218388 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12520 members 
Mstep: Class 2 contains 12793 members 
Entering Unmasked Estep 
Score: -3218824.000000 Penalty: 5028.980469
	Iteration 5Q: 3 clusters Score -3218824 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12506 members 
Mstep: Class 2 contains 12807 members 
Entering Unmasked Estep 
Score: -3219213.000000 Penalty: 5028.980469
	Iteration 6Q: 3 clusters Score -3219213 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12476 members 
Mstep: Class 2 contains 12837 members 
Entering Unmasked Estep 
Score: -3219650.000000 Penalty: 5028.980469
	Iteration 7Q: 3 clusters Score -3219650 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12465 members 
Mstep: Class 2 contains 12848 members 
Entering Unmasked Estep 
Score: -3220077.250000 Penalty: 5028.980469
	Iteration 8Q: 3 clusters Score -3220077 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12520 members 
Mstep: Class 2 contains 12793 members 
Entering Unmasked Estep 
Score: -3220572.500000 Penalty: 5028.980469
	Iteration 9Q: 3 clusters Score -3220572 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12574 members 
Mstep: Class 2 contains 12739 members 
Entering Unmasked Estep 
Score: -3221069.750000 Penalty: 5028.980469
	Iteration 10Q: 3 clusters Score -3221070 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12624 members 
Mstep: Class 2 contains 12689 members 
Entering Unmasked Estep 
Score: -3221605.000000 Penalty: 5028.980469
	Iteration 11Q: 3 clusters Score -3221605 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12702 members 
Mstep: Class 2 contains 12611 members 
Entering Unmasked Estep 
Score: -3222122.500000 Penalty: 5028.980469
	Iteration 12Q: 3 clusters Score -3222122 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12835 members 
Mstep: Class 2 contains 12478 members 
Entering Unmasked Estep 
Score: -3222526.500000 Penalty: 5028.980469
	Iteration 13Q: 3 clusters Score -3222526 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13019 members 
Mstep: Class 2 contains 12294 members 
Entering Unmasked Estep 
Score: -3222832.250000 Penalty: 5028.980469
	Iteration 14Q: 3 clusters Score -3222832 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13198 members 
Mstep: Class 2 contains 12115 members 
Entering Unmasked Estep 
Score: -3223062.500000 Penalty: 5028.980469
	Iteration 15Q: 3 clusters Score -3223062 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13414 members 
Mstep: Class 2 contains 11899 members 
Entering Unmasked Estep 
Score: -3223180.250000 Penalty: 5028.980469
	Iteration 16Q: 3 clusters Score -3223180 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13642 members 
Mstep: Class 2 contains 11671 members 
Entering Unmasked Estep 
Score: -3223270.500000 Penalty: 5028.980469
	Iteration 17Q: 3 clusters Score -3223270 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13882 members 
Mstep: Class 2 contains 11431 members 
Entering Unmasked Estep 
Score: -3223346.750000 Penalty: 5028.980469
	Iteration 18Q: 3 clusters Score -3223347 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14077 members 
Mstep: Class 2 contains 11236 members 
Entering Unmasked Estep 
Score: -3223385.750000 Penalty: 5028.980469
	Iteration 19Q: 3 clusters Score -3223386 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14284 members 
Mstep: Class 2 contains 11029 members 
Entering Unmasked Estep 
Score: -3223439.000000 Penalty: 5028.980469
	Iteration 20F: 3 clusters Score -3223439 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14503 members 
Mstep: Class 2 contains 10810 members 
Entering Unmasked Estep 
Score: -3223503.250000 Penalty: 5028.980469
	Iteration 21Q: 3 clusters Score -3223503 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14729 members 
Mstep: Class 2 contains 10584 members 
Entering Unmasked Estep 
Score: -3223537.000000 Penalty: 5028.980469
	Iteration 22Q: 3 clusters Score -3223537 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14947 members 
Mstep: Class 2 contains 10366 members 
Entering Unmasked Estep 
Score: -3223591.500000 Penalty: 5028.980469
	Iteration 23Q: 3 clusters Score -3223592 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15158 members 
Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
Score: -3223629.500000 Penalty: 5028.980469
	Iteration 24Q: 3 clusters Score -3223630 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15394 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -3223694.250000 Penalty: 5028.980469
	Iteration 25Q: 3 clusters Score -3223694 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15639 members 
Mstep: Class 2 contains 9674 members 
Entering Unmasked Estep 
Score: -3223742.500000 Penalty: 5028.980469
	Iteration 26Q: 3 clusters Score -3223742 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15894 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -3223795.750000 Penalty: 5028.980469
	Iteration 27Q: 3 clusters Score -3223796 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16159 members 
Mstep: Class 2 contains 9154 members 
Entering Unmasked Estep 
Score: -3223853.000000 Penalty: 5028.980469
	Iteration 28Q: 3 clusters Score -3223853 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16420 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -3223913.500000 Penalty: 5028.980469
	Iteration 29Q: 3 clusters Score -3223914 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16701 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -3223987.000000 Penalty: 5028.980469
	Iteration 30Q: 3 clusters Score -3223987 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16984 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -3224077.500000 Penalty: 5028.980469
	Iteration 31Q: 3 clusters Score -3224078 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17315 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -3224163.000000 Penalty: 5028.980469
	Iteration 32Q: 3 clusters Score -3224163 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17632 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -3224264.250000 Penalty: 5028.980469
	Iteration 33Q: 3 clusters Score -3224264 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17990 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -3224389.500000 Penalty: 5028.980469
	Iteration 34Q: 3 clusters Score -3224390 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18351 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -3224516.000000 Penalty: 5028.980469
	Iteration 35Q: 3 clusters Score -3224516 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18737 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -3224664.000000 Penalty: 5028.980469
	Iteration 36Q: 3 clusters Score -3224664 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19158 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -3224836.500000 Penalty: 5028.980469
	Iteration 37Q: 3 clusters Score -3224836 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19601 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -3225035.000000 Penalty: 5028.980469
	Iteration 38Q: 3 clusters Score -3225035 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20061 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -3225277.000000 Penalty: 5028.980469
	Iteration 39Q: 3 clusters Score -3225277 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20543 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -3225537.000000 Penalty: 5028.980469
	Iteration 40F: 3 clusters Score -3225537 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21046 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -3225832.750000 Penalty: 5028.980469
	Iteration 41Q: 3 clusters Score -3225833 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21529 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -3226151.250000 Penalty: 5028.980469
	Iteration 42Q: 3 clusters Score -3226151 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21963 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -3226484.500000 Penalty: 5028.980469
	Iteration 43Q: 3 clusters Score -3226484 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22318 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -3226763.000000 Penalty: 5028.980469
	Iteration 44Q: 3 clusters Score -3226763 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22590 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -3226963.000000 Penalty: 5028.980469
	Iteration 45Q: 3 clusters Score -3226963 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22814 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -3227133.250000 Penalty: 5028.980469
	Iteration 46Q: 3 clusters Score -3227133 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23001 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -3227247.000000 Penalty: 5028.980469
	Iteration 47Q: 3 clusters Score -3227247 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23153 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -3227337.750000 Penalty: 5028.980469
	Iteration 48Q: 3 clusters Score -3227338 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23267 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -3227381.250000 Penalty: 5028.980469
	Iteration 49Q: 3 clusters Score -3227381 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23342 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -3227399.750000 Penalty: 5028.980469
	Iteration 50Q: 3 clusters Score -3227400 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23402 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -3227425.500000 Penalty: 5028.980469
	Iteration 51Q: 3 clusters Score -3227426 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23455 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -3227441.750000 Penalty: 5028.980469
	Iteration 52Q: 3 clusters Score -3227442 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23498 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -3227438.750000 Penalty: 5028.980469
	Iteration 53Q: 3 clusters Score -3227439 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23527 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -3227447.500000 Penalty: 5028.980469
	Iteration 54Q: 3 clusters Score -3227448 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23540 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -3227444.500000 Penalty: 5028.980469
	Iteration 55Q: 3 clusters Score -3227444 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23550 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -3227445.000000 Penalty: 5028.980469
	Iteration 56Q: 3 clusters Score -3227445 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23555 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -3227452.500000 Penalty: 5028.980469
	Iteration 57Q: 3 clusters Score -3227452 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23564 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -3227453.750000 Penalty: 5028.980469
	Iteration 58Q: 3 clusters Score -3227454 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23570 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -3227458.000000 Penalty: 5028.980469
	Iteration 59Q: 3 clusters Score -3227458 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23582 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -3227463.250000 Penalty: 5028.980469
	Iteration 60F: 3 clusters Score -3227463 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23593 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -3227471.000000 Penalty: 5028.980469
	Iteration 61Q: 3 clusters Score -3227471 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23606 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -3227478.500000 Penalty: 5028.980469
	Iteration 62Q: 3 clusters Score -3227478 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23619 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -3227483.000000 Penalty: 5028.980469
	Iteration 63Q: 3 clusters Score -3227483 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23631 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -3227485.500000 Penalty: 5028.980469
	Iteration 64Q: 3 clusters Score -3227486 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23637 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -3227489.000000 Penalty: 5028.980469
	Iteration 65Q: 3 clusters Score -3227489 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23643 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -3227491.750000 Penalty: 5028.980469
	Iteration 66Q: 3 clusters Score -3227492 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23648 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -3227492.500000 Penalty: 5028.980469
	Iteration 67Q: 3 clusters Score -3227492 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23652 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -3227494.000000 Penalty: 5028.980469
	Iteration 68Q: 3 clusters Score -3227494 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23657 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -3227496.000000 Penalty: 5028.980469
	Iteration 69Q: 3 clusters Score -3227496 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23661 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -3227498.000000 Penalty: 5028.980469
	Iteration 70Q: 3 clusters Score -3227498 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23664 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -3227501.000000 Penalty: 5028.980469
	Iteration 71Q: 3 clusters Score -3227501 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23670 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -3227503.500000 Penalty: 5028.980469
	Iteration 72Q: 3 clusters Score -3227504 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23676 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -3227502.750000 Penalty: 5028.980469
	Iteration 73Q: 3 clusters Score -3227503 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23679 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -3227495.500000 Penalty: 5028.980469
	Iteration 74Q: 3 clusters Score -3227496 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23682 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -3227499.250000 Penalty: 5028.980469
	Iteration 75Q: 3 clusters Score -3227499 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23681 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -3227499.250000 Penalty: 5028.980469
	Iteration 76Q: 3 clusters Score -3227499 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23681 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -3227499.250000 Penalty: 5028.980469
	Iteration 77F: 3 clusters Score -3227499 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (78809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78809 members 
Entering Unmasked Estep 
Score: -9789903.000000 Penalty: 2796.145996
	Iteration 0F: 2 clusters Score -9789903 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39427 members 
Mstep: Class 2 contains 39382 members 
Entering Unmasked Estep 
Score: -9737089.000000 Penalty: 5592.291992
	Iteration 0F: 3 clusters Score -9737089 nChanged 36993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40726 members 
Mstep: Class 2 contains 38083 members 
Entering Unmasked Estep 
Score: -9758996.000000 Penalty: 5592.291992
	Iteration 1F: 3 clusters Score -9758996 nChanged 4534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41986 members 
Mstep: Class 2 contains 36823 members 
Entering Unmasked Estep 
Score: -9762941.000000 Penalty: 5592.291992
	Iteration 2F: 3 clusters Score -9762941 nChanged 6724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44468 members 
Mstep: Class 2 contains 34341 members 
Entering Unmasked Estep 
Score: -9771050.000000 Penalty: 5592.291992
	Iteration 3F: 3 clusters Score -9771050 nChanged 8750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48430 members 
Mstep: Class 2 contains 30379 members 
Entering Unmasked Estep 
Score: -9782312.000000 Penalty: 5592.291992
	Iteration 4F: 3 clusters Score -9782312 nChanged 8508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52862 members 
Mstep: Class 2 contains 25947 members 
Entering Unmasked Estep 
Score: -9791106.000000 Penalty: 5592.291992
	Iteration 5F: 3 clusters Score -9791106 nChanged 5761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56273 members 
Mstep: Class 2 contains 22536 members 
Entering Unmasked Estep 
Score: -9796085.000000 Penalty: 5592.291992
	Iteration 6F: 3 clusters Score -9796085 nChanged 3382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58639 members 
Mstep: Class 2 contains 20170 members 
Entering Unmasked Estep 
Score: -9799184.000000 Penalty: 5592.291992
	Iteration 7Q: 3 clusters Score -9799184 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60268 members 
Mstep: Class 2 contains 18541 members 
Entering Unmasked Estep 
Score: -9801074.000000 Penalty: 5592.291992
	Iteration 8Q: 3 clusters Score -9801074 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61432 members 
Mstep: Class 2 contains 17377 members 
Entering Unmasked Estep 
Score: -9802128.000000 Penalty: 5592.291992
	Iteration 9Q: 3 clusters Score -9802128 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62233 members 
Mstep: Class 2 contains 16576 members 
Entering Unmasked Estep 
Score: -9802609.000000 Penalty: 5592.291992
	Iteration 10Q: 3 clusters Score -9802609 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62873 members 
Mstep: Class 2 contains 15936 members 
Entering Unmasked Estep 
Score: -9802895.000000 Penalty: 5592.291992
	Iteration 11Q: 3 clusters Score -9802895 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63409 members 
Mstep: Class 2 contains 15400 members 
Entering Unmasked Estep 
Score: -9803116.000000 Penalty: 5592.291992
	Iteration 12Q: 3 clusters Score -9803116 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63849 members 
Mstep: Class 2 contains 14960 members 
Entering Unmasked Estep 
Score: -9803293.000000 Penalty: 5592.291992
	Iteration 13Q: 3 clusters Score -9803293 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64232 members 
Mstep: Class 2 contains 14577 members 
Entering Unmasked Estep 
Score: -9803402.000000 Penalty: 5592.291992
	Iteration 14Q: 3 clusters Score -9803402 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64586 members 
Mstep: Class 2 contains 14223 members 
Entering Unmasked Estep 
Score: -9803483.000000 Penalty: 5592.291992
	Iteration 15Q: 3 clusters Score -9803483 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64891 members 
Mstep: Class 2 contains 13918 members 
Entering Unmasked Estep 
Score: -9803604.000000 Penalty: 5592.291992
	Iteration 16Q: 3 clusters Score -9803604 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65170 members 
Mstep: Class 2 contains 13639 members 
Entering Unmasked Estep 
Score: -9803675.000000 Penalty: 5592.291992
	Iteration 17Q: 3 clusters Score -9803675 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65420 members 
Mstep: Class 2 contains 13389 members 
Entering Unmasked Estep 
Score: -9803788.000000 Penalty: 5592.291992
	Iteration 18Q: 3 clusters Score -9803788 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65644 members 
Mstep: Class 2 contains 13165 members 
Entering Unmasked Estep 
Score: -9803821.000000 Penalty: 5592.291992
	Iteration 19Q: 3 clusters Score -9803821 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65856 members 
Mstep: Class 2 contains 12953 members 
Entering Unmasked Estep 
Score: -9803861.000000 Penalty: 5592.291992
	Iteration 20F: 3 clusters Score -9803861 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66078 members 
Mstep: Class 2 contains 12731 members 
Entering Unmasked Estep 
Score: -9803900.000000 Penalty: 5592.291992
	Iteration 21Q: 3 clusters Score -9803900 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66282 members 
Mstep: Class 2 contains 12527 members 
Entering Unmasked Estep 
Score: -9803917.000000 Penalty: 5592.291992
	Iteration 22Q: 3 clusters Score -9803917 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66469 members 
Mstep: Class 2 contains 12340 members 
Entering Unmasked Estep 
Score: -9803941.000000 Penalty: 5592.291992
	Iteration 23Q: 3 clusters Score -9803941 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66638 members 
Mstep: Class 2 contains 12171 members 
Entering Unmasked Estep 
Score: -9804004.000000 Penalty: 5592.291992
	Iteration 24Q: 3 clusters Score -9804004 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66797 members 
Mstep: Class 2 contains 12012 members 
Entering Unmasked Estep 
Score: -9804061.000000 Penalty: 5592.291992
	Iteration 25Q: 3 clusters Score -9804061 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66936 members 
Mstep: Class 2 contains 11873 members 
Entering Unmasked Estep 
Score: -9804088.000000 Penalty: 5592.291992
	Iteration 26Q: 3 clusters Score -9804088 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67065 members 
Mstep: Class 2 contains 11744 members 
Entering Unmasked Estep 
Score: -9804077.000000 Penalty: 5592.291992
	Iteration 27Q: 3 clusters Score -9804077 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67167 members 
Mstep: Class 2 contains 11642 members 
Entering Unmasked Estep 
Score: -9804076.000000 Penalty: 5592.291992
	Iteration 28Q: 3 clusters Score -9804076 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67260 members 
Mstep: Class 2 contains 11549 members 
Entering Unmasked Estep 
Score: -9804103.000000 Penalty: 5592.291992
	Iteration 29Q: 3 clusters Score -9804103 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67334 members 
Mstep: Class 2 contains 11475 members 
Entering Unmasked Estep 
Score: -9804104.000000 Penalty: 5592.291992
	Iteration 30Q: 3 clusters Score -9804104 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67405 members 
Mstep: Class 2 contains 11404 members 
Entering Unmasked Estep 
Score: -9804092.000000 Penalty: 5592.291992
	Iteration 31Q: 3 clusters Score -9804092 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67470 members 
Mstep: Class 2 contains 11339 members 
Entering Unmasked Estep 
Score: -9804095.000000 Penalty: 5592.291992
	Iteration 32Q: 3 clusters Score -9804095 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67544 members 
Mstep: Class 2 contains 11265 members 
Entering Unmasked Estep 
Score: -9804115.000000 Penalty: 5592.291992
	Iteration 33Q: 3 clusters Score -9804115 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67613 members 
Mstep: Class 2 contains 11196 members 
Entering Unmasked Estep 
Score: -9804112.000000 Penalty: 5592.291992
	Iteration 34Q: 3 clusters Score -9804112 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67673 members 
Mstep: Class 2 contains 11136 members 
Entering Unmasked Estep 
Score: -9804122.000000 Penalty: 5592.291992
	Iteration 35Q: 3 clusters Score -9804122 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67728 members 
Mstep: Class 2 contains 11081 members 
Entering Unmasked Estep 
Score: -9804128.000000 Penalty: 5592.291992
	Iteration 36Q: 3 clusters Score -9804128 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67784 members 
Mstep: Class 2 contains 11025 members 
Entering Unmasked Estep 
Score: -9804154.000000 Penalty: 5592.291992
	Iteration 37Q: 3 clusters Score -9804154 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67836 members 
Mstep: Class 2 contains 10973 members 
Entering Unmasked Estep 
Score: -9804148.000000 Penalty: 5592.291992
	Iteration 38Q: 3 clusters Score -9804148 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67892 members 
Mstep: Class 2 contains 10917 members 
Entering Unmasked Estep 
Score: -9804141.000000 Penalty: 5592.291992
	Iteration 39Q: 3 clusters Score -9804141 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67953 members 
Mstep: Class 2 contains 10856 members 
Entering Unmasked Estep 
Score: -9804162.000000 Penalty: 5592.291992
	Iteration 40F: 3 clusters Score -9804162 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68011 members 
Mstep: Class 2 contains 10798 members 
Entering Unmasked Estep 
Score: -9804186.000000 Penalty: 5592.291992
	Iteration 41Q: 3 clusters Score -9804186 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68078 members 
Mstep: Class 2 contains 10731 members 
Entering Unmasked Estep 
Score: -9804188.000000 Penalty: 5592.291992
	Iteration 42Q: 3 clusters Score -9804188 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68135 members 
Mstep: Class 2 contains 10674 members 
Entering Unmasked Estep 
Score: -9804197.000000 Penalty: 5592.291992
	Iteration 43Q: 3 clusters Score -9804197 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68193 members 
Mstep: Class 2 contains 10616 members 
Entering Unmasked Estep 
Score: -9804208.000000 Penalty: 5592.291992
	Iteration 44Q: 3 clusters Score -9804208 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68245 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -9804237.000000 Penalty: 5592.291992
	Iteration 45Q: 3 clusters Score -9804237 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68299 members 
Mstep: Class 2 contains 10510 members 
Entering Unmasked Estep 
Score: -9804230.000000 Penalty: 5592.291992
	Iteration 46Q: 3 clusters Score -9804230 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68354 members 
Mstep: Class 2 contains 10455 members 
Entering Unmasked Estep 
Score: -9804218.000000 Penalty: 5592.291992
	Iteration 47Q: 3 clusters Score -9804218 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68412 members 
Mstep: Class 2 contains 10397 members 
Entering Unmasked Estep 
Score: -9804222.000000 Penalty: 5592.291992
	Iteration 48Q: 3 clusters Score -9804222 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68471 members 
Mstep: Class 2 contains 10338 members 
Entering Unmasked Estep 
Score: -9804256.000000 Penalty: 5592.291992
	Iteration 49Q: 3 clusters Score -9804256 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68524 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -9804261.000000 Penalty: 5592.291992
	Iteration 50Q: 3 clusters Score -9804261 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68563 members 
Mstep: Class 2 contains 10246 members 
Entering Unmasked Estep 
Score: -9804253.000000 Penalty: 5592.291992
	Iteration 51Q: 3 clusters Score -9804253 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68602 members 
Mstep: Class 2 contains 10207 members 
Entering Unmasked Estep 
Score: -9804277.000000 Penalty: 5592.291992
	Iteration 52Q: 3 clusters Score -9804277 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68639 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
Score: -9804285.000000 Penalty: 5592.291992
	Iteration 53Q: 3 clusters Score -9804285 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68678 members 
Mstep: Class 2 contains 10131 members 
Entering Unmasked Estep 
Score: -9804283.000000 Penalty: 5592.291992
	Iteration 54Q: 3 clusters Score -9804283 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68728 members 
Mstep: Class 2 contains 10081 members 
Entering Unmasked Estep 
Score: -9804293.000000 Penalty: 5592.291992
	Iteration 55Q: 3 clusters Score -9804293 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68780 members 
Mstep: Class 2 contains 10029 members 
Entering Unmasked Estep 
Score: -9804298.000000 Penalty: 5592.291992
	Iteration 56Q: 3 clusters Score -9804298 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68820 members 
Mstep: Class 2 contains 9989 members 
Entering Unmasked Estep 
Score: -9804288.000000 Penalty: 5592.291992
	Iteration 57Q: 3 clusters Score -9804288 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68865 members 
Mstep: Class 2 contains 9944 members 
Entering Unmasked Estep 
Score: -9804287.000000 Penalty: 5592.291992
	Iteration 58Q: 3 clusters Score -9804287 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68925 members 
Mstep: Class 2 contains 9884 members 
Entering Unmasked Estep 
Score: -9804322.000000 Penalty: 5592.291992
	Iteration 59Q: 3 clusters Score -9804322 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68990 members 
Mstep: Class 2 contains 9819 members 
Entering Unmasked Estep 
Score: -9804308.000000 Penalty: 5592.291992
	Iteration 60F: 3 clusters Score -9804308 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69051 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -9804326.000000 Penalty: 5592.291992
	Iteration 61Q: 3 clusters Score -9804326 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69099 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
Score: -9804345.000000 Penalty: 5592.291992
	Iteration 62Q: 3 clusters Score -9804345 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69138 members 
Mstep: Class 2 contains 9671 members 
Entering Unmasked Estep 
Score: -9804357.000000 Penalty: 5592.291992
	Iteration 63Q: 3 clusters Score -9804357 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69174 members 
Mstep: Class 2 contains 9635 members 
Entering Unmasked Estep 
Score: -9804365.000000 Penalty: 5592.291992
	Iteration 64Q: 3 clusters Score -9804365 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69201 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -9804367.000000 Penalty: 5592.291992
	Iteration 65Q: 3 clusters Score -9804367 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69229 members 
Mstep: Class 2 contains 9580 members 
Entering Unmasked Estep 
Score: -9804361.000000 Penalty: 5592.291992
	Iteration 66Q: 3 clusters Score -9804361 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69255 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -9804364.000000 Penalty: 5592.291992
	Iteration 67Q: 3 clusters Score -9804364 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69274 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
Score: -9804371.000000 Penalty: 5592.291992
	Iteration 68Q: 3 clusters Score -9804371 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69288 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -9804382.000000 Penalty: 5592.291992
	Iteration 69Q: 3 clusters Score -9804382 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69296 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -9804378.000000 Penalty: 5592.291992
	Iteration 70Q: 3 clusters Score -9804378 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69303 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -9804380.000000 Penalty: 5592.291992
	Iteration 71Q: 3 clusters Score -9804380 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69307 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
Score: -9804381.000000 Penalty: 5592.291992
	Iteration 72Q: 3 clusters Score -9804381 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69310 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -9804393.000000 Penalty: 5592.291992
	Iteration 73Q: 3 clusters Score -9804393 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69313 members 
Mstep: Class 2 contains 9496 members 
Entering Unmasked Estep 
Score: -9804391.000000 Penalty: 5592.291992
	Iteration 74Q: 3 clusters Score -9804391 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69316 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
Score: -9804391.000000 Penalty: 5592.291992
	Iteration 75Q: 3 clusters Score -9804391 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69317 members 
Mstep: Class 2 contains 9492 members 
Entering Unmasked Estep 
Score: -9804386.000000 Penalty: 5592.291992
	Iteration 76Q: 3 clusters Score -9804386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69318 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -9804384.000000 Penalty: 5592.291992
	Iteration 77Q: 3 clusters Score -9804384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69319 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
Score: -9804386.000000 Penalty: 5592.291992
	Iteration 78Q: 3 clusters Score -9804386 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69319 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
Score: -9804386.000000 Penalty: 5592.291992
	Iteration 79F: 3 clusters Score -9804386 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 469 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 54739 members 
Mstep: Class 3 contains 7827 members 
Mstep: Class 4 contains 29366 members 
Mstep: Class 5 contains 10735 members 
Mstep: Class 6 contains 7006 members 
Mstep: Class 7 contains 25313 members 
Mstep: Class 8 contains 1537 members 
Mstep: Class 9 contains 69319 members 
Mstep: Class 10 contains 18808 members 
Mstep: Class 11 contains 40303 members 
Mstep: Class 12 contains 28498 members 
Mstep: Class 13 contains 364130 members 
Mstep: Class 14 contains 42118 members 
Mstep: Class 15 contains 20595 members 
Mstep: Class 16 contains 109240 members 
Mstep: Class 17 contains 28716 members 
Mstep: Class 18 contains 202507 members 
Mstep: Class 19 contains 84063 members 
Mstep: Class 20 contains 12015 members 
Mstep: Class 21 contains 9232 members 
Mstep: Class 22 contains 10953 members 
Mstep: Class 23 contains 9490 members 
Entering Unmasked Estep 
Score: -146983264.000000 Penalty: 79787.500000
Splitting cluster 9 changes total score from -146914224.000000 to -146983264.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 10 (18808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18808 members 
Entering Unmasked Estep 
Score: -2056427.000000 Penalty: 2440.825195
	Iteration 0F: 2 clusters Score -2056427 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -2043178.250000 Penalty: 4881.650391
	Iteration 0F: 3 clusters Score -2043178 nChanged 8315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
Score: -2048877.375000 Penalty: 4881.650391
	Iteration 1F: 3 clusters Score -2048877 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
Score: -2051173.125000 Penalty: 4881.650391
	Iteration 2F: 3 clusters Score -2051173 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 10709 members 
Entering Unmasked Estep 
Score: -2053665.125000 Penalty: 4881.650391
	Iteration 3F: 3 clusters Score -2053665 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 11398 members 
Entering Unmasked Estep 
Score: -2055582.875000 Penalty: 4881.650391
	Iteration 4F: 3 clusters Score -2055583 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 11897 members 
Entering Unmasked Estep 
Score: -2056874.625000 Penalty: 4881.650391
	Iteration 5F: 3 clusters Score -2056875 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 12190 members 
Entering Unmasked Estep 
Score: -2057693.125000 Penalty: 4881.650391
	Iteration 6F: 3 clusters Score -2057693 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 12416 members 
Entering Unmasked Estep 
Score: -2058207.875000 Penalty: 4881.650391
	Iteration 7Q: 3 clusters Score -2058208 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 12531 members 
Entering Unmasked Estep 
Score: -2058490.500000 Penalty: 4881.650391
	Iteration 8Q: 3 clusters Score -2058490 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 12590 members 
Entering Unmasked Estep 
Score: -2058663.000000 Penalty: 4881.650391
	Iteration 9Q: 3 clusters Score -2058663 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 12639 members 
Entering Unmasked Estep 
Score: -2058773.625000 Penalty: 4881.650391
	Iteration 10Q: 3 clusters Score -2058774 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 12678 members 
Entering Unmasked Estep 
Score: -2058867.875000 Penalty: 4881.650391
	Iteration 11Q: 3 clusters Score -2058868 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 12717 members 
Entering Unmasked Estep 
Score: -2058920.500000 Penalty: 4881.650391
	Iteration 12Q: 3 clusters Score -2058920 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 12733 members 
Entering Unmasked Estep 
Score: -2058949.125000 Penalty: 4881.650391
	Iteration 13Q: 3 clusters Score -2058949 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 12741 members 
Entering Unmasked Estep 
Score: -2058965.750000 Penalty: 4881.650391
	Iteration 14Q: 3 clusters Score -2058966 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 12750 members 
Entering Unmasked Estep 
Score: -2058977.000000 Penalty: 4881.650391
	Iteration 15Q: 3 clusters Score -2058977 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 12756 members 
Entering Unmasked Estep 
Score: -2058980.250000 Penalty: 4881.650391
	Iteration 16Q: 3 clusters Score -2058980 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 12765 members 
Entering Unmasked Estep 
Score: -2058983.000000 Penalty: 4881.650391
	Iteration 17Q: 3 clusters Score -2058983 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 12776 members 
Entering Unmasked Estep 
Score: -2058990.375000 Penalty: 4881.650391
	Iteration 18Q: 3 clusters Score -2058990 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 12775 members 
Entering Unmasked Estep 
Score: -2058993.125000 Penalty: 4881.650391
	Iteration 19Q: 3 clusters Score -2058993 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 12780 members 
Entering Unmasked Estep 
Score: -2058996.875000 Penalty: 4881.650391
	Iteration 20F: 3 clusters Score -2058997 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 12782 members 
Entering Unmasked Estep 
Score: -2058995.625000 Penalty: 4881.650391
	Iteration 21Q: 3 clusters Score -2058996 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 12787 members 
Entering Unmasked Estep 
Score: -2059001.000000 Penalty: 4881.650391
	Iteration 22Q: 3 clusters Score -2059001 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 12792 members 
Entering Unmasked Estep 
Score: -2059000.000000 Penalty: 4881.650391
	Iteration 23Q: 3 clusters Score -2059000 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 12794 members 
Entering Unmasked Estep 
Score: -2059000.375000 Penalty: 4881.650391
	Iteration 24Q: 3 clusters Score -2059000 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 12797 members 
Entering Unmasked Estep 
Score: -2059001.500000 Penalty: 4881.650391
	Iteration 25Q: 3 clusters Score -2059002 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 12799 members 
Entering Unmasked Estep 
Score: -2059001.750000 Penalty: 4881.650391
	Iteration 26Q: 3 clusters Score -2059002 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 12801 members 
Entering Unmasked Estep 
Score: -2058996.500000 Penalty: 4881.650391
	Iteration 27Q: 3 clusters Score -2058996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 12802 members 
Entering Unmasked Estep 
Score: -2058997.250000 Penalty: 4881.650391
	Iteration 28Q: 3 clusters Score -2058997 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 12801 members 
Entering Unmasked Estep 
Score: -2058996.500000 Penalty: 4881.650391
	Iteration 29Q: 3 clusters Score -2058996 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 12801 members 
Entering Unmasked Estep 
Score: -2058996.500000 Penalty: 4881.650391
	Iteration 30F: 3 clusters Score -2058996 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 469 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 54739 members 
Mstep: Class 3 contains 7827 members 
Mstep: Class 4 contains 29366 members 
Mstep: Class 5 contains 10735 members 
Mstep: Class 6 contains 7006 members 
Mstep: Class 7 contains 25313 members 
Mstep: Class 8 contains 1537 members 
Mstep: Class 9 contains 69319 members 
Mstep: Class 10 contains 6007 members 
Mstep: Class 11 contains 40303 members 
Mstep: Class 12 contains 28498 members 
Mstep: Class 13 contains 364130 members 
Mstep: Class 14 contains 42118 members 
Mstep: Class 15 contains 20595 members 
Mstep: Class 16 contains 109240 members 
Mstep: Class 17 contains 28716 members 
Mstep: Class 18 contains 202507 members 
Mstep: Class 19 contains 84063 members 
Mstep: Class 20 contains 12015 members 
Mstep: Class 21 contains 9232 members 
Mstep: Class 22 contains 10953 members 
Mstep: Class 23 contains 9490 members 
Mstep: Class 24 contains 12801 members 
Entering Unmasked Estep 
Score: -146984512.000000 Penalty: 83256.523438
Splitting cluster 10 changes total score from -146914224.000000 to -146984512.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 11 (40303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40303 members 
Entering Unmasked Estep 
Score: -5043401.000000 Penalty: 2629.836914
	Iteration 0F: 2 clusters Score -5043401 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20156 members 
Mstep: Class 2 contains 20147 members 
Entering Unmasked Estep 
Score: -5016030.000000 Penalty: 5259.673828
	Iteration 0F: 3 clusters Score -5016030 nChanged 18558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20190 members 
Mstep: Class 2 contains 20113 members 
Entering Unmasked Estep 
Score: -5026825.500000 Penalty: 5259.673828
	Iteration 1F: 3 clusters Score -5026826 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20314 members 
Mstep: Class 2 contains 19989 members 
Entering Unmasked Estep 
Score: -5027893.000000 Penalty: 5259.673828
	Iteration 2F: 3 clusters Score -5027893 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20671 members 
Mstep: Class 2 contains 19632 members 
Entering Unmasked Estep 
Score: -5029213.000000 Penalty: 5259.673828
	Iteration 3F: 3 clusters Score -5029213 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21353 members 
Mstep: Class 2 contains 18950 members 
Entering Unmasked Estep 
Score: -5030765.500000 Penalty: 5259.673828
	Iteration 4F: 3 clusters Score -5030766 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22483 members 
Mstep: Class 2 contains 17820 members 
Entering Unmasked Estep 
Score: -5032597.500000 Penalty: 5259.673828
	Iteration 5F: 3 clusters Score -5032598 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23860 members 
Mstep: Class 2 contains 16443 members 
Entering Unmasked Estep 
Score: -5034376.500000 Penalty: 5259.673828
	Iteration 6F: 3 clusters Score -5034376 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25356 members 
Mstep: Class 2 contains 14947 members 
Entering Unmasked Estep 
Score: -5035984.500000 Penalty: 5259.673828
	Iteration 7F: 3 clusters Score -5035984 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26774 members 
Mstep: Class 2 contains 13529 members 
Entering Unmasked Estep 
Score: -5037489.500000 Penalty: 5259.673828
	Iteration 8F: 3 clusters Score -5037490 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28056 members 
Mstep: Class 2 contains 12247 members 
Entering Unmasked Estep 
Score: -5039009.000000 Penalty: 5259.673828
	Iteration 9Q: 3 clusters Score -5039009 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29083 members 
Mstep: Class 2 contains 11220 members 
Entering Unmasked Estep 
Score: -5040314.000000 Penalty: 5259.673828
	Iteration 10Q: 3 clusters Score -5040314 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29855 members 
Mstep: Class 2 contains 10448 members 
Entering Unmasked Estep 
Score: -5041164.000000 Penalty: 5259.673828
	Iteration 11Q: 3 clusters Score -5041164 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30421 members 
Mstep: Class 2 contains 9882 members 
Entering Unmasked Estep 
Score: -5041676.000000 Penalty: 5259.673828
	Iteration 12Q: 3 clusters Score -5041676 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30862 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -5041968.500000 Penalty: 5259.673828
	Iteration 13Q: 3 clusters Score -5041968 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31213 members 
Mstep: Class 2 contains 9090 members 
Entering Unmasked Estep 
Score: -5042130.000000 Penalty: 5259.673828
	Iteration 14Q: 3 clusters Score -5042130 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31516 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -5042256.000000 Penalty: 5259.673828
	Iteration 15Q: 3 clusters Score -5042256 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31799 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -5042355.000000 Penalty: 5259.673828
	Iteration 16Q: 3 clusters Score -5042355 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32052 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -5042450.500000 Penalty: 5259.673828
	Iteration 17Q: 3 clusters Score -5042450 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32291 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -5042555.000000 Penalty: 5259.673828
	Iteration 18Q: 3 clusters Score -5042555 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32506 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -5042617.000000 Penalty: 5259.673828
	Iteration 19Q: 3 clusters Score -5042617 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32694 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -5042649.500000 Penalty: 5259.673828
	Iteration 20F: 3 clusters Score -5042650 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32874 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -5042700.000000 Penalty: 5259.673828
	Iteration 21Q: 3 clusters Score -5042700 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33031 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -5042735.500000 Penalty: 5259.673828
	Iteration 22Q: 3 clusters Score -5042736 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33187 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -5042787.500000 Penalty: 5259.673828
	Iteration 23Q: 3 clusters Score -5042788 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33331 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -5042804.500000 Penalty: 5259.673828
	Iteration 24Q: 3 clusters Score -5042804 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33467 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -5042841.000000 Penalty: 5259.673828
	Iteration 25Q: 3 clusters Score -5042841 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33601 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -5042860.500000 Penalty: 5259.673828
	Iteration 26Q: 3 clusters Score -5042860 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33741 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -5042884.500000 Penalty: 5259.673828
	Iteration 27Q: 3 clusters Score -5042884 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33890 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -5042913.500000 Penalty: 5259.673828
	Iteration 28Q: 3 clusters Score -5042914 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34049 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -5042933.000000 Penalty: 5259.673828
	Iteration 29Q: 3 clusters Score -5042933 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34214 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -5042988.000000 Penalty: 5259.673828
	Iteration 30Q: 3 clusters Score -5042988 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34387 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -5043034.000000 Penalty: 5259.673828
	Iteration 31Q: 3 clusters Score -5043034 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34570 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -5043089.500000 Penalty: 5259.673828
	Iteration 32Q: 3 clusters Score -5043090 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34755 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -5043171.000000 Penalty: 5259.673828
	Iteration 33Q: 3 clusters Score -5043171 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34943 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -5043228.500000 Penalty: 5259.673828
	Iteration 34Q: 3 clusters Score -5043228 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35128 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -5043309.500000 Penalty: 5259.673828
	Iteration 35Q: 3 clusters Score -5043310 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35335 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -5043405.500000 Penalty: 5259.673828
	Iteration 36Q: 3 clusters Score -5043406 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35560 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -5043532.500000 Penalty: 5259.673828
	Iteration 37Q: 3 clusters Score -5043532 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35768 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -5043649.000000 Penalty: 5259.673828
	Iteration 38Q: 3 clusters Score -5043649 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35948 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -5043784.000000 Penalty: 5259.673828
	Iteration 39Q: 3 clusters Score -5043784 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36101 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -5043854.000000 Penalty: 5259.673828
	Iteration 40F: 3 clusters Score -5043854 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36225 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -5043909.500000 Penalty: 5259.673828
	Iteration 41Q: 3 clusters Score -5043910 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36334 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -5043944.000000 Penalty: 5259.673828
	Iteration 42Q: 3 clusters Score -5043944 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36410 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -5043973.000000 Penalty: 5259.673828
	Iteration 43Q: 3 clusters Score -5043973 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36465 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -5043983.500000 Penalty: 5259.673828
	Iteration 44Q: 3 clusters Score -5043984 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36503 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -5043988.000000 Penalty: 5259.673828
	Iteration 45Q: 3 clusters Score -5043988 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36536 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -5043996.000000 Penalty: 5259.673828
	Iteration 46Q: 3 clusters Score -5043996 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36557 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -5043990.500000 Penalty: 5259.673828
	Iteration 47Q: 3 clusters Score -5043990 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36573 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -5044003.500000 Penalty: 5259.673828
	Iteration 48Q: 3 clusters Score -5044004 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36586 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -5044008.500000 Penalty: 5259.673828
	Iteration 49Q: 3 clusters Score -5044008 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36598 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -5044017.500000 Penalty: 5259.673828
	Iteration 50Q: 3 clusters Score -5044018 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36603 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -5044016.000000 Penalty: 5259.673828
	Iteration 51Q: 3 clusters Score -5044016 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36606 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -5044017.500000 Penalty: 5259.673828
	Iteration 52Q: 3 clusters Score -5044018 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36608 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -5044010.500000 Penalty: 5259.673828
	Iteration 53Q: 3 clusters Score -5044010 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36609 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -5044013.000000 Penalty: 5259.673828
	Iteration 54Q: 3 clusters Score -5044013 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36610 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -5044013.000000 Penalty: 5259.673828
	Iteration 55Q: 3 clusters Score -5044013 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36611 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -5044009.500000 Penalty: 5259.673828
	Iteration 56Q: 3 clusters Score -5044010 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36611 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -5044009.500000 Penalty: 5259.673828
	Iteration 57F: 3 clusters Score -5044010 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 469 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 54739 members 
Mstep: Class 3 contains 7827 members 
Mstep: Class 4 contains 29366 members 
Mstep: Class 5 contains 10735 members 
Mstep: Class 6 contains 7006 members 
Mstep: Class 7 contains 25313 members 
Mstep: Class 8 contains 1537 members 
Mstep: Class 9 contains 69319 members 
Mstep: Class 10 contains 6007 members 
Mstep: Class 11 contains 36611 members 
Mstep: Class 12 contains 28498 members 
Mstep: Class 13 contains 364130 members 
Mstep: Class 14 contains 42118 members 
Mstep: Class 15 contains 20595 members 
Mstep: Class 16 contains 109240 members 
Mstep: Class 17 contains 28716 members 
Mstep: Class 18 contains 202507 members 
Mstep: Class 19 contains 84063 members 
Mstep: Class 20 contains 12015 members 
Mstep: Class 21 contains 9232 members 
Mstep: Class 22 contains 10953 members 
Mstep: Class 23 contains 9490 members 
Mstep: Class 24 contains 12801 members 
Mstep: Class 25 contains 3692 members 
Entering Unmasked Estep 
Score: -146983872.000000 Penalty: 86725.546875
Splitting cluster 11 changes total score from -146914224.000000 to -146983872.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 12 (28498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28498 members 
Entering Unmasked Estep 
Score: -3582434.500000 Penalty: 2543.882080
	Iteration 0F: 2 clusters Score -3582434 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14149 members 
Mstep: Class 2 contains 14349 members 
Entering Unmasked Estep 
Score: -3562971.000000 Penalty: 5087.764160
	Iteration 0F: 3 clusters Score -3562971 nChanged 12674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13893 members 
Mstep: Class 2 contains 14605 members 
Entering Unmasked Estep 
Score: -3569920.500000 Penalty: 5087.764160
	Iteration 1F: 3 clusters Score -3569920 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13717 members 
Mstep: Class 2 contains 14781 members 
Entering Unmasked Estep 
Score: -3570640.750000 Penalty: 5087.764160
	Iteration 2F: 3 clusters Score -3570641 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13496 members 
Mstep: Class 2 contains 15002 members 
Entering Unmasked Estep 
Score: -3571537.500000 Penalty: 5087.764160
	Iteration 3F: 3 clusters Score -3571538 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13072 members 
Mstep: Class 2 contains 15426 members 
Entering Unmasked Estep 
Score: -3572645.500000 Penalty: 5087.764160
	Iteration 4F: 3 clusters Score -3572646 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12496 members 
Mstep: Class 2 contains 16002 members 
Entering Unmasked Estep 
Score: -3574059.000000 Penalty: 5087.764160
	Iteration 5F: 3 clusters Score -3574059 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11777 members 
Mstep: Class 2 contains 16721 members 
Entering Unmasked Estep 
Score: -3575782.250000 Penalty: 5087.764160
	Iteration 6F: 3 clusters Score -3575782 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 17443 members 
Entering Unmasked Estep 
Score: -3577484.750000 Penalty: 5087.764160
	Iteration 7F: 3 clusters Score -3577485 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10422 members 
Mstep: Class 2 contains 18076 members 
Entering Unmasked Estep 
Score: -3578833.750000 Penalty: 5087.764160
	Iteration 8F: 3 clusters Score -3578834 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9896 members 
Mstep: Class 2 contains 18602 members 
Entering Unmasked Estep 
Score: -3579740.750000 Penalty: 5087.764160
	Iteration 9Q: 3 clusters Score -3579741 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Mstep: Class 2 contains 19060 members 
Entering Unmasked Estep 
Score: -3580307.750000 Penalty: 5087.764160
	Iteration 10Q: 3 clusters Score -3580308 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9089 members 
Mstep: Class 2 contains 19409 members 
Entering Unmasked Estep 
Score: -3580654.750000 Penalty: 5087.764160
	Iteration 11Q: 3 clusters Score -3580655 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 19657 members 
Entering Unmasked Estep 
Score: -3580840.500000 Penalty: 5087.764160
	Iteration 12Q: 3 clusters Score -3580840 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 19848 members 
Entering Unmasked Estep 
Score: -3580974.250000 Penalty: 5087.764160
	Iteration 13Q: 3 clusters Score -3580974 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 19995 members 
Entering Unmasked Estep 
Score: -3581051.250000 Penalty: 5087.764160
	Iteration 14Q: 3 clusters Score -3581051 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 20110 members 
Entering Unmasked Estep 
Score: -3581124.000000 Penalty: 5087.764160
	Iteration 15Q: 3 clusters Score -3581124 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 20218 members 
Entering Unmasked Estep 
Score: -3581160.750000 Penalty: 5087.764160
	Iteration 16Q: 3 clusters Score -3581161 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 20310 members 
Entering Unmasked Estep 
Score: -3581198.000000 Penalty: 5087.764160
	Iteration 17Q: 3 clusters Score -3581198 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 20391 members 
Entering Unmasked Estep 
Score: -3581236.500000 Penalty: 5087.764160
	Iteration 18Q: 3 clusters Score -3581236 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 20477 members 
Entering Unmasked Estep 
Score: -3581257.750000 Penalty: 5087.764160
	Iteration 19Q: 3 clusters Score -3581258 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 20543 members 
Entering Unmasked Estep 
Score: -3581293.000000 Penalty: 5087.764160
	Iteration 20F: 3 clusters Score -3581293 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 20596 members 
Entering Unmasked Estep 
Score: -3581315.000000 Penalty: 5087.764160
	Iteration 21Q: 3 clusters Score -3581315 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 20648 members 
Entering Unmasked Estep 
Score: -3581318.750000 Penalty: 5087.764160
	Iteration 22Q: 3 clusters Score -3581319 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 20693 members 
Entering Unmasked Estep 
Score: -3581328.000000 Penalty: 5087.764160
	Iteration 23Q: 3 clusters Score -3581328 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 20743 members 
Entering Unmasked Estep 
Score: -3581346.750000 Penalty: 5087.764160
	Iteration 24Q: 3 clusters Score -3581347 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 20791 members 
Entering Unmasked Estep 
Score: -3581358.250000 Penalty: 5087.764160
	Iteration 25Q: 3 clusters Score -3581358 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 20835 members 
Entering Unmasked Estep 
Score: -3581370.000000 Penalty: 5087.764160
	Iteration 26Q: 3 clusters Score -3581370 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 20863 members 
Entering Unmasked Estep 
Score: -3581373.500000 Penalty: 5087.764160
	Iteration 27Q: 3 clusters Score -3581374 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 20888 members 
Entering Unmasked Estep 
Score: -3581379.250000 Penalty: 5087.764160
	Iteration 28Q: 3 clusters Score -3581379 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 20923 members 
Entering Unmasked Estep 
Score: -3581384.000000 Penalty: 5087.764160
	Iteration 29Q: 3 clusters Score -3581384 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 20949 members 
Entering Unmasked Estep 
Score: -3581386.750000 Penalty: 5087.764160
	Iteration 30Q: 3 clusters Score -3581387 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 20977 members 
Entering Unmasked Estep 
Score: -3581388.250000 Penalty: 5087.764160
	Iteration 31Q: 3 clusters Score -3581388 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 21006 members 
Entering Unmasked Estep 
Score: -3581394.750000 Penalty: 5087.764160
	Iteration 32Q: 3 clusters Score -3581395 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 21038 members 
Entering Unmasked Estep 
Score: -3581391.000000 Penalty: 5087.764160
	Iteration 33Q: 3 clusters Score -3581391 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 21059 members 
Entering Unmasked Estep 
Score: -3581388.000000 Penalty: 5087.764160
	Iteration 34Q: 3 clusters Score -3581388 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 21086 members 
Entering Unmasked Estep 
Score: -3581387.750000 Penalty: 5087.764160
	Iteration 35Q: 3 clusters Score -3581388 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 21104 members 
Entering Unmasked Estep 
Score: -3581391.750000 Penalty: 5087.764160
	Iteration 36Q: 3 clusters Score -3581392 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 21117 members 
Entering Unmasked Estep 
Score: -3581387.750000 Penalty: 5087.764160
	Iteration 37Q: 3 clusters Score -3581388 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 21134 members 
Entering Unmasked Estep 
Score: -3581387.750000 Penalty: 5087.764160
	Iteration 38Q: 3 clusters Score -3581388 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 21151 members 
Entering Unmasked Estep 
Score: -3581390.750000 Penalty: 5087.764160
	Iteration 39Q: 3 clusters Score -3581391 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 21159 members 
Entering Unmasked Estep 
Score: -3581394.250000 Penalty: 5087.764160
	Iteration 40F: 3 clusters Score -3581394 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 21168 members 
Entering Unmasked Estep 
Score: -3581393.250000 Penalty: 5087.764160
	Iteration 41Q: 3 clusters Score -3581393 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 21180 members 
Entering Unmasked Estep 
Score: -3581412.750000 Penalty: 5087.764160
	Iteration 42Q: 3 clusters Score -3581413 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 21200 members 
Entering Unmasked Estep 
Score: -3581411.500000 Penalty: 5087.764160
	Iteration 43Q: 3 clusters Score -3581412 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 21209 members 
Entering Unmasked Estep 
Score: -3581407.500000 Penalty: 5087.764160
	Iteration 44Q: 3 clusters Score -3581408 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 21216 members 
Entering Unmasked Estep 
Score: -3581406.750000 Penalty: 5087.764160
	Iteration 45Q: 3 clusters Score -3581407 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 21218 members 
Entering Unmasked Estep 
Score: -3581411.750000 Penalty: 5087.764160
	Iteration 46Q: 3 clusters Score -3581412 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 21219 members 
Entering Unmasked Estep 
Score: -3581412.000000 Penalty: 5087.764160
	Iteration 47Q: 3 clusters Score -3581412 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 21219 members 
Entering Unmasked Estep 
Score: -3581412.000000 Penalty: 5087.764160
	Iteration 48F: 3 clusters Score -3581412 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (364130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364130 members 
Entering Unmasked Estep 
Score: -46694916.000000 Penalty: 3175.706055
	Iteration 0F: 2 clusters Score -4.669492e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182060 members 
Mstep: Class 2 contains 182070 members 
Entering Unmasked Estep 
Score: -46566064.000000 Penalty: 6351.412109
	Iteration 0F: 3 clusters Score -4.656606e+07 nChanged 176785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179029 members 
Mstep: Class 2 contains 185101 members 
Entering Unmasked Estep 
Score: -46672172.000000 Penalty: 6351.412109
	Iteration 1F: 3 clusters Score -4.667217e+07 nChanged 11112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179125 members 
Mstep: Class 2 contains 185005 members 
Entering Unmasked Estep 
Score: -46674140.000000 Penalty: 6351.412109
	Iteration 2Q: 3 clusters Score -4.667414e+07 nChanged 12757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180188 members 
Mstep: Class 2 contains 183942 members 
Entering Unmasked Estep 
Score: -46677880.000000 Penalty: 6351.412109
	Iteration 3Q: 3 clusters Score -4.667788e+07 nChanged 15019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182515 members 
Mstep: Class 2 contains 181615 members 
Entering Unmasked Estep 
Score: -46684160.000000 Penalty: 6351.412109
	Iteration 4Q: 3 clusters Score -4.668416e+07 nChanged 18423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186664 members 
Mstep: Class 2 contains 177466 members 
Entering Unmasked Estep 
Score: -46694012.000000 Penalty: 6351.412109
	Iteration 5F: 3 clusters Score -4.669401e+07 nChanged 22634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193522 members 
Mstep: Class 2 contains 170608 members 
Entering Unmasked Estep 
Score: -46708204.000000 Penalty: 6351.412109
	Iteration 6F: 3 clusters Score -4.67082e+07 nChanged 27643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203751 members 
Mstep: Class 2 contains 160379 members 
Entering Unmasked Estep 
Score: -46724796.000000 Penalty: 6351.412109
	Iteration 7F: 3 clusters Score -4.67248e+07 nChanged 29320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215831 members 
Mstep: Class 2 contains 148299 members 
Entering Unmasked Estep 
Score: -46739820.000000 Penalty: 6351.412109
	Iteration 8F: 3 clusters Score -4.673982e+07 nChanged 25636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225195 members 
Mstep: Class 2 contains 138935 members 
Entering Unmasked Estep 
Score: -46749776.000000 Penalty: 6351.412109
	Iteration 9F: 3 clusters Score -4.674978e+07 nChanged 18853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230294 members 
Mstep: Class 2 contains 133836 members 
Entering Unmasked Estep 
Score: -46755516.000000 Penalty: 6351.412109
	Iteration 10F: 3 clusters Score -4.675552e+07 nChanged 12943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232661 members 
Mstep: Class 2 contains 131469 members 
Entering Unmasked Estep 
Score: -46759596.000000 Penalty: 6351.412109
	Iteration 11Q: 3 clusters Score -4.67596e+07 nChanged 10249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233446 members 
Mstep: Class 2 contains 130684 members 
Entering Unmasked Estep 
Score: -46764396.000000 Penalty: 6351.412109
	Iteration 12Q: 3 clusters Score -4.67644e+07 nChanged 9168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233122 members 
Mstep: Class 2 contains 131008 members 
Entering Unmasked Estep 
Score: -46769700.000000 Penalty: 6351.412109
	Iteration 13Q: 3 clusters Score -4.67697e+07 nChanged 8270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232042 members 
Mstep: Class 2 contains 132088 members 
Entering Unmasked Estep 
Score: -46774316.000000 Penalty: 6351.412109
	Iteration 14Q: 3 clusters Score -4.677432e+07 nChanged 7550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230322 members 
Mstep: Class 2 contains 133808 members 
Entering Unmasked Estep 
Score: -46778928.000000 Penalty: 6351.412109
	Iteration 15Q: 3 clusters Score -4.677893e+07 nChanged 6567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228111 members 
Mstep: Class 2 contains 136019 members 
Entering Unmasked Estep 
Score: -46783180.000000 Penalty: 6351.412109
	Iteration 16Q: 3 clusters Score -4.678318e+07 nChanged 5780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225501 members 
Mstep: Class 2 contains 138629 members 
Entering Unmasked Estep 
Score: -46787108.000000 Penalty: 6351.412109
	Iteration 17Q: 3 clusters Score -4.678711e+07 nChanged 5253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222434 members 
Mstep: Class 2 contains 141696 members 
Entering Unmasked Estep 
Score: -46790884.000000 Penalty: 6351.412109
	Iteration 18Q: 3 clusters Score -4.679088e+07 nChanged 4753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219145 members 
Mstep: Class 2 contains 144985 members 
Entering Unmasked Estep 
Score: -46794892.000000 Penalty: 6351.412109
	Iteration 19Q: 3 clusters Score -4.679489e+07 nChanged 4500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215529 members 
Mstep: Class 2 contains 148601 members 
Entering Unmasked Estep 
Score: -46799080.000000 Penalty: 6351.412109
	Iteration 20F: 3 clusters Score -4.679908e+07 nChanged 4637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211624 members 
Mstep: Class 2 contains 152506 members 
Entering Unmasked Estep 
Score: -46803264.000000 Penalty: 6351.412109
	Iteration 21Q: 3 clusters Score -4.680326e+07 nChanged 4690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207586 members 
Mstep: Class 2 contains 156544 members 
Entering Unmasked Estep 
Score: -46807728.000000 Penalty: 6351.412109
	Iteration 22Q: 3 clusters Score -4.680773e+07 nChanged 4603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203551 members 
Mstep: Class 2 contains 160579 members 
Entering Unmasked Estep 
Score: -46811552.000000 Penalty: 6351.412109
	Iteration 23Q: 3 clusters Score -4.681155e+07 nChanged 4375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199760 members 
Mstep: Class 2 contains 164370 members 
Entering Unmasked Estep 
Score: -46815028.000000 Penalty: 6351.412109
	Iteration 24Q: 3 clusters Score -4.681503e+07 nChanged 3994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196280 members 
Mstep: Class 2 contains 167850 members 
Entering Unmasked Estep 
Score: -46817844.000000 Penalty: 6351.412109
	Iteration 25Q: 3 clusters Score -4.681784e+07 nChanged 3453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193249 members 
Mstep: Class 2 contains 170881 members 
Entering Unmasked Estep 
Score: -46820040.000000 Penalty: 6351.412109
	Iteration 26Q: 3 clusters Score -4.682004e+07 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190709 members 
Mstep: Class 2 contains 173421 members 
Entering Unmasked Estep 
Score: -46821528.000000 Penalty: 6351.412109
	Iteration 27Q: 3 clusters Score -4.682153e+07 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188505 members 
Mstep: Class 2 contains 175625 members 
Entering Unmasked Estep 
Score: -46822460.000000 Penalty: 6351.412109
	Iteration 28Q: 3 clusters Score -4.682246e+07 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186668 members 
Mstep: Class 2 contains 177462 members 
Entering Unmasked Estep 
Score: -46823172.000000 Penalty: 6351.412109
	Iteration 29Q: 3 clusters Score -4.682317e+07 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185076 members 
Mstep: Class 2 contains 179054 members 
Entering Unmasked Estep 
Score: -46823388.000000 Penalty: 6351.412109
	Iteration 30Q: 3 clusters Score -4.682339e+07 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183797 members 
Mstep: Class 2 contains 180333 members 
Entering Unmasked Estep 
Score: -46823596.000000 Penalty: 6351.412109
	Iteration 31Q: 3 clusters Score -4.68236e+07 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182879 members 
Mstep: Class 2 contains 181251 members 
Entering Unmasked Estep 
Score: -46823704.000000 Penalty: 6351.412109
	Iteration 32Q: 3 clusters Score -4.68237e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182141 members 
Mstep: Class 2 contains 181989 members 
Entering Unmasked Estep 
Score: -46823768.000000 Penalty: 6351.412109
	Iteration 33Q: 3 clusters Score -4.682377e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181526 members 
Mstep: Class 2 contains 182604 members 
Entering Unmasked Estep 
Score: -46823652.000000 Penalty: 6351.412109
	Iteration 34Q: 3 clusters Score -4.682365e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181079 members 
Mstep: Class 2 contains 183051 members 
Entering Unmasked Estep 
Score: -46823572.000000 Penalty: 6351.412109
	Iteration 35Q: 3 clusters Score -4.682357e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180697 members 
Mstep: Class 2 contains 183433 members 
Entering Unmasked Estep 
Score: -46823508.000000 Penalty: 6351.412109
	Iteration 36Q: 3 clusters Score -4.682351e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180359 members 
Mstep: Class 2 contains 183771 members 
Entering Unmasked Estep 
Score: -46823364.000000 Penalty: 6351.412109
	Iteration 37Q: 3 clusters Score -4.682336e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180083 members 
Mstep: Class 2 contains 184047 members 
Entering Unmasked Estep 
Score: -46823336.000000 Penalty: 6351.412109
	Iteration 38Q: 3 clusters Score -4.682334e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179870 members 
Mstep: Class 2 contains 184260 members 
Entering Unmasked Estep 
Score: -46823352.000000 Penalty: 6351.412109
	Iteration 39Q: 3 clusters Score -4.682335e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179721 members 
Mstep: Class 2 contains 184409 members 
Entering Unmasked Estep 
Score: -46823276.000000 Penalty: 6351.412109
	Iteration 40F: 3 clusters Score -4.682328e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179579 members 
Mstep: Class 2 contains 184551 members 
Entering Unmasked Estep 
Score: -46823212.000000 Penalty: 6351.412109
	Iteration 41Q: 3 clusters Score -4.682321e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179462 members 
Mstep: Class 2 contains 184668 members 
Entering Unmasked Estep 
Score: -46823212.000000 Penalty: 6351.412109
	Iteration 42Q: 3 clusters Score -4.682321e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179386 members 
Mstep: Class 2 contains 184744 members 
Entering Unmasked Estep 
Score: -46823128.000000 Penalty: 6351.412109
	Iteration 43Q: 3 clusters Score -4.682313e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179318 members 
Mstep: Class 2 contains 184812 members 
Entering Unmasked Estep 
Score: -46823128.000000 Penalty: 6351.412109
	Iteration 44Q: 3 clusters Score -4.682313e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179256 members 
Mstep: Class 2 contains 184874 members 
Entering Unmasked Estep 
Score: -46823180.000000 Penalty: 6351.412109
	Iteration 45Q: 3 clusters Score -4.682318e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179216 members 
Mstep: Class 2 contains 184914 members 
Entering Unmasked Estep 
Score: -46823188.000000 Penalty: 6351.412109
	Iteration 46Q: 3 clusters Score -4.682319e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179176 members 
Mstep: Class 2 contains 184954 members 
Entering Unmasked Estep 
Score: -46823192.000000 Penalty: 6351.412109
	Iteration 47Q: 3 clusters Score -4.682319e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179130 members 
Mstep: Class 2 contains 185000 members 
Entering Unmasked Estep 
Score: -46823184.000000 Penalty: 6351.412109
	Iteration 48Q: 3 clusters Score -4.682318e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179097 members 
Mstep: Class 2 contains 185033 members 
Entering Unmasked Estep 
Score: -46823200.000000 Penalty: 6351.412109
	Iteration 49Q: 3 clusters Score -4.68232e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179066 members 
Mstep: Class 2 contains 185064 members 
Entering Unmasked Estep 
Score: -46823176.000000 Penalty: 6351.412109
	Iteration 50Q: 3 clusters Score -4.682318e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179044 members 
Mstep: Class 2 contains 185086 members 
Entering Unmasked Estep 
Score: -46823196.000000 Penalty: 6351.412109
	Iteration 51Q: 3 clusters Score -4.68232e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179028 members 
Mstep: Class 2 contains 185102 members 
Entering Unmasked Estep 
Score: -46823176.000000 Penalty: 6351.412109
	Iteration 52Q: 3 clusters Score -4.682318e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179013 members 
Mstep: Class 2 contains 185117 members 
Entering Unmasked Estep 
Score: -46823176.000000 Penalty: 6351.412109
	Iteration 53Q: 3 clusters Score -4.682318e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179005 members 
Mstep: Class 2 contains 185125 members 
Entering Unmasked Estep 
Score: -46823184.000000 Penalty: 6351.412109
	Iteration 54Q: 3 clusters Score -4.682318e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179002 members 
Mstep: Class 2 contains 185128 members 
Entering Unmasked Estep 
Score: -46823196.000000 Penalty: 6351.412109
	Iteration 55Q: 3 clusters Score -4.68232e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179002 members 
Mstep: Class 2 contains 185128 members 
Entering Unmasked Estep 
Score: -46823192.000000 Penalty: 6351.412109
	Iteration 56Q: 3 clusters Score -4.682319e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179002 members 
Mstep: Class 2 contains 185128 members 
Entering Unmasked Estep 
Score: -46823208.000000 Penalty: 6351.412109
	Iteration 57Q: 3 clusters Score -4.682321e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179002 members 
Mstep: Class 2 contains 185128 members 
Entering Unmasked Estep 
Score: -46823208.000000 Penalty: 6351.412109
	Iteration 58F: 3 clusters Score -4.682321e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 469 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 54739 members 
Mstep: Class 3 contains 7827 members 
Mstep: Class 4 contains 29366 members 
Mstep: Class 5 contains 10735 members 
Mstep: Class 6 contains 7006 members 
Mstep: Class 7 contains 25313 members 
Mstep: Class 8 contains 1537 members 
Mstep: Class 9 contains 69319 members 
Mstep: Class 10 contains 6007 members 
Mstep: Class 11 contains 36611 members 
Mstep: Class 12 contains 28498 members 
Mstep: Class 13 contains 179002 members 
Mstep: Class 14 contains 42118 members 
Mstep: Class 15 contains 20595 members 
Mstep: Class 16 contains 109240 members 
Mstep: Class 17 contains 28716 members 
Mstep: Class 18 contains 202507 members 
Mstep: Class 19 contains 84063 members 
Mstep: Class 20 contains 12015 members 
Mstep: Class 21 contains 9232 members 
Mstep: Class 22 contains 10953 members 
Mstep: Class 23 contains 9490 members 
Mstep: Class 24 contains 12801 members 
Mstep: Class 25 contains 3692 members 
Mstep: Class 26 contains 185128 members 
Entering Unmasked Estep 
Score: -147101152.000000 Penalty: 90194.570312
Splitting cluster 13 changes total score from -146914224.000000 to -147101152.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 14 (42118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42118 members 
Entering Unmasked Estep 
Score: -5291119.500000 Penalty: 2640.761230
	Iteration 0F: 2 clusters Score -5291120 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21227 members 
Mstep: Class 2 contains 20891 members 
Entering Unmasked Estep 
Score: -5262657.000000 Penalty: 5281.522461
	Iteration 0F: 3 clusters Score -5262657 nChanged 19447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22150 members 
Mstep: Class 2 contains 19968 members 
Entering Unmasked Estep 
Score: -5274391.000000 Penalty: 5281.522461
	Iteration 1F: 3 clusters Score -5274391 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22540 members 
Mstep: Class 2 contains 19578 members 
Entering Unmasked Estep 
Score: -5276193.500000 Penalty: 5281.522461
	Iteration 2F: 3 clusters Score -5276194 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22738 members 
Mstep: Class 2 contains 19380 members 
Entering Unmasked Estep 
Score: -5278024.000000 Penalty: 5281.522461
	Iteration 3F: 3 clusters Score -5278024 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22861 members 
Mstep: Class 2 contains 19257 members 
Entering Unmasked Estep 
Score: -5279532.000000 Penalty: 5281.522461
	Iteration 4F: 3 clusters Score -5279532 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22901 members 
Mstep: Class 2 contains 19217 members 
Entering Unmasked Estep 
Score: -5280752.000000 Penalty: 5281.522461
	Iteration 5F: 3 clusters Score -5280752 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22853 members 
Mstep: Class 2 contains 19265 members 
Entering Unmasked Estep 
Score: -5281797.000000 Penalty: 5281.522461
	Iteration 6F: 3 clusters Score -5281797 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22746 members 
Mstep: Class 2 contains 19372 members 
Entering Unmasked Estep 
Score: -5282828.000000 Penalty: 5281.522461
	Iteration 7Q: 3 clusters Score -5282828 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22714 members 
Mstep: Class 2 contains 19404 members 
Entering Unmasked Estep 
Score: -5283735.000000 Penalty: 5281.522461
	Iteration 8Q: 3 clusters Score -5283735 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22716 members 
Mstep: Class 2 contains 19402 members 
Entering Unmasked Estep 
Score: -5284444.500000 Penalty: 5281.522461
	Iteration 9Q: 3 clusters Score -5284444 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22795 members 
Mstep: Class 2 contains 19323 members 
Entering Unmasked Estep 
Score: -5284957.000000 Penalty: 5281.522461
	Iteration 10Q: 3 clusters Score -5284957 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22916 members 
Mstep: Class 2 contains 19202 members 
Entering Unmasked Estep 
Score: -5285309.500000 Penalty: 5281.522461
	Iteration 11Q: 3 clusters Score -5285310 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23045 members 
Mstep: Class 2 contains 19073 members 
Entering Unmasked Estep 
Score: -5285588.500000 Penalty: 5281.522461
	Iteration 12Q: 3 clusters Score -5285588 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23198 members 
Mstep: Class 2 contains 18920 members 
Entering Unmasked Estep 
Score: -5285774.500000 Penalty: 5281.522461
	Iteration 13Q: 3 clusters Score -5285774 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23380 members 
Mstep: Class 2 contains 18738 members 
Entering Unmasked Estep 
Score: -5285913.500000 Penalty: 5281.522461
	Iteration 14Q: 3 clusters Score -5285914 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23582 members 
Mstep: Class 2 contains 18536 members 
Entering Unmasked Estep 
Score: -5286056.000000 Penalty: 5281.522461
	Iteration 15Q: 3 clusters Score -5286056 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23798 members 
Mstep: Class 2 contains 18320 members 
Entering Unmasked Estep 
Score: -5286140.000000 Penalty: 5281.522461
	Iteration 16Q: 3 clusters Score -5286140 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24026 members 
Mstep: Class 2 contains 18092 members 
Entering Unmasked Estep 
Score: -5286266.500000 Penalty: 5281.522461
	Iteration 17Q: 3 clusters Score -5286266 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24305 members 
Mstep: Class 2 contains 17813 members 
Entering Unmasked Estep 
Score: -5286343.000000 Penalty: 5281.522461
	Iteration 18Q: 3 clusters Score -5286343 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24610 members 
Mstep: Class 2 contains 17508 members 
Entering Unmasked Estep 
Score: -5286412.000000 Penalty: 5281.522461
	Iteration 19Q: 3 clusters Score -5286412 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24949 members 
Mstep: Class 2 contains 17169 members 
Entering Unmasked Estep 
Score: -5286504.000000 Penalty: 5281.522461
	Iteration 20F: 3 clusters Score -5286504 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25259 members 
Mstep: Class 2 contains 16859 members 
Entering Unmasked Estep 
Score: -5286587.500000 Penalty: 5281.522461
	Iteration 21Q: 3 clusters Score -5286588 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25565 members 
Mstep: Class 2 contains 16553 members 
Entering Unmasked Estep 
Score: -5286640.000000 Penalty: 5281.522461
	Iteration 22Q: 3 clusters Score -5286640 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25866 members 
Mstep: Class 2 contains 16252 members 
Entering Unmasked Estep 
Score: -5286725.000000 Penalty: 5281.522461
	Iteration 23Q: 3 clusters Score -5286725 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26192 members 
Mstep: Class 2 contains 15926 members 
Entering Unmasked Estep 
Score: -5286793.500000 Penalty: 5281.522461
	Iteration 24Q: 3 clusters Score -5286794 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26555 members 
Mstep: Class 2 contains 15563 members 
Entering Unmasked Estep 
Score: -5286863.500000 Penalty: 5281.522461
	Iteration 25Q: 3 clusters Score -5286864 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26963 members 
Mstep: Class 2 contains 15155 members 
Entering Unmasked Estep 
Score: -5286968.500000 Penalty: 5281.522461
	Iteration 26Q: 3 clusters Score -5286968 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27348 members 
Mstep: Class 2 contains 14770 members 
Entering Unmasked Estep 
Score: -5287060.000000 Penalty: 5281.522461
	Iteration 27Q: 3 clusters Score -5287060 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27750 members 
Mstep: Class 2 contains 14368 members 
Entering Unmasked Estep 
Score: -5287159.000000 Penalty: 5281.522461
	Iteration 28Q: 3 clusters Score -5287159 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28166 members 
Mstep: Class 2 contains 13952 members 
Entering Unmasked Estep 
Score: -5287261.500000 Penalty: 5281.522461
	Iteration 29Q: 3 clusters Score -5287262 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28620 members 
Mstep: Class 2 contains 13498 members 
Entering Unmasked Estep 
Score: -5287382.000000 Penalty: 5281.522461
	Iteration 30Q: 3 clusters Score -5287382 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29075 members 
Mstep: Class 2 contains 13043 members 
Entering Unmasked Estep 
Score: -5287488.500000 Penalty: 5281.522461
	Iteration 31Q: 3 clusters Score -5287488 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29573 members 
Mstep: Class 2 contains 12545 members 
Entering Unmasked Estep 
Score: -5287602.000000 Penalty: 5281.522461
	Iteration 32Q: 3 clusters Score -5287602 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30007 members 
Mstep: Class 2 contains 12111 members 
Entering Unmasked Estep 
Score: -5287724.500000 Penalty: 5281.522461
	Iteration 33Q: 3 clusters Score -5287724 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30413 members 
Mstep: Class 2 contains 11705 members 
Entering Unmasked Estep 
Score: -5287817.000000 Penalty: 5281.522461
	Iteration 34Q: 3 clusters Score -5287817 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30834 members 
Mstep: Class 2 contains 11284 members 
Entering Unmasked Estep 
Score: -5287915.500000 Penalty: 5281.522461
	Iteration 35Q: 3 clusters Score -5287916 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31259 members 
Mstep: Class 2 contains 10859 members 
Entering Unmasked Estep 
Score: -5288072.500000 Penalty: 5281.522461
	Iteration 36Q: 3 clusters Score -5288072 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31686 members 
Mstep: Class 2 contains 10432 members 
Entering Unmasked Estep 
Score: -5288203.000000 Penalty: 5281.522461
	Iteration 37Q: 3 clusters Score -5288203 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32154 members 
Mstep: Class 2 contains 9964 members 
Entering Unmasked Estep 
Score: -5288350.500000 Penalty: 5281.522461
	Iteration 38Q: 3 clusters Score -5288350 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32670 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -5288536.000000 Penalty: 5281.522461
	Iteration 39Q: 3 clusters Score -5288536 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33193 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -5288760.500000 Penalty: 5281.522461
	Iteration 40F: 3 clusters Score -5288760 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33693 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -5289008.000000 Penalty: 5281.522461
	Iteration 41Q: 3 clusters Score -5289008 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34223 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -5289295.500000 Penalty: 5281.522461
	Iteration 42Q: 3 clusters Score -5289296 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34750 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -5289605.500000 Penalty: 5281.522461
	Iteration 43Q: 3 clusters Score -5289606 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35287 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -5290031.000000 Penalty: 5281.522461
	Iteration 44Q: 3 clusters Score -5290031 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35783 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -5290430.500000 Penalty: 5281.522461
	Iteration 45Q: 3 clusters Score -5290430 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36227 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -5290767.000000 Penalty: 5281.522461
	Iteration 46Q: 3 clusters Score -5290767 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36595 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -5290991.000000 Penalty: 5281.522461
	Iteration 47Q: 3 clusters Score -5290991 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36899 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -5291165.000000 Penalty: 5281.522461
	Iteration 48Q: 3 clusters Score -5291165 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37146 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -5291273.500000 Penalty: 5281.522461
	Iteration 49Q: 3 clusters Score -5291274 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37382 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -5291369.000000 Penalty: 5281.522461
	Iteration 50Q: 3 clusters Score -5291369 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37593 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -5291498.500000 Penalty: 5281.522461
	Iteration 51Q: 3 clusters Score -5291498 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37793 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -5291652.000000 Penalty: 5281.522461
	Iteration 52Q: 3 clusters Score -5291652 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37969 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -5291816.500000 Penalty: 5281.522461
	Iteration 53Q: 3 clusters Score -5291816 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38114 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -5291939.500000 Penalty: 5281.522461
	Iteration 54Q: 3 clusters Score -5291940 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38239 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -5292042.500000 Penalty: 5281.522461
	Iteration 55Q: 3 clusters Score -5292042 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38344 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -5292095.500000 Penalty: 5281.522461
	Iteration 56Q: 3 clusters Score -5292096 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38414 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -5292119.000000 Penalty: 5281.522461
	Iteration 57Q: 3 clusters Score -5292119 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38455 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -5292130.500000 Penalty: 5281.522461
	Iteration 58Q: 3 clusters Score -5292130 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38474 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -5292135.000000 Penalty: 5281.522461
	Iteration 59Q: 3 clusters Score -5292135 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38495 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -5292142.500000 Penalty: 5281.522461
	Iteration 60F: 3 clusters Score -5292142 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38512 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -5292139.000000 Penalty: 5281.522461
	Iteration 61Q: 3 clusters Score -5292139 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38529 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -5292142.500000 Penalty: 5281.522461
	Iteration 62Q: 3 clusters Score -5292142 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38547 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -5292150.500000 Penalty: 5281.522461
	Iteration 63Q: 3 clusters Score -5292150 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38557 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -5292157.000000 Penalty: 5281.522461
	Iteration 64Q: 3 clusters Score -5292157 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38569 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -5292158.000000 Penalty: 5281.522461
	Iteration 65Q: 3 clusters Score -5292158 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38577 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -5292163.000000 Penalty: 5281.522461
	Iteration 66Q: 3 clusters Score -5292163 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38582 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -5292161.000000 Penalty: 5281.522461
	Iteration 67Q: 3 clusters Score -5292161 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38587 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -5292166.500000 Penalty: 5281.522461
	Iteration 68Q: 3 clusters Score -5292166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38588 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -5292164.000000 Penalty: 5281.522461
	Iteration 69Q: 3 clusters Score -5292164 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38587 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -5292164.500000 Penalty: 5281.522461
	Iteration 70Q: 3 clusters Score -5292164 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38586 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -5292164.000000 Penalty: 5281.522461
	Iteration 71Q: 3 clusters Score -5292164 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38587 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -5292161.000000 Penalty: 5281.522461
	Iteration 72Q: 3 clusters Score -5292161 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38588 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -5292163.000000 Penalty: 5281.522461
	Iteration 73Q: 3 clusters Score -5292163 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38586 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -5292162.000000 Penalty: 5281.522461
	Iteration 74Q: 3 clusters Score -5292162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38586 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -5292166.500000 Penalty: 5281.522461
	Iteration 75Q: 3 clusters Score -5292166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38587 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -5292167.000000 Penalty: 5281.522461
	Iteration 76Q: 3 clusters Score -5292167 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38588 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -5292167.500000 Penalty: 5281.522461
	Iteration 77Q: 3 clusters Score -5292168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38588 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -5292163.500000 Penalty: 5281.522461
	Iteration 78Q: 3 clusters Score -5292164 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38588 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -5292163.500000 Penalty: 5281.522461
	Iteration 79F: 3 clusters Score -5292164 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 469 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 54739 members 
Mstep: Class 3 contains 7827 members 
Mstep: Class 4 contains 29366 members 
Mstep: Class 5 contains 10735 members 
Mstep: Class 6 contains 7006 members 
Mstep: Class 7 contains 25313 members 
Mstep: Class 8 contains 1537 members 
Mstep: Class 9 contains 69319 members 
Mstep: Class 10 contains 6007 members 
Mstep: Class 11 contains 36611 members 
Mstep: Class 12 contains 28498 members 
Mstep: Class 13 contains 179002 members 
Mstep: Class 14 contains 38588 members 
Mstep: Class 15 contains 20595 members 
Mstep: Class 16 contains 109240 members 
Mstep: Class 17 contains 28716 members 
Mstep: Class 18 contains 202507 members 
Mstep: Class 19 contains 84063 members 
Mstep: Class 20 contains 12015 members 
Mstep: Class 21 contains 9232 members 
Mstep: Class 22 contains 10953 members 
Mstep: Class 23 contains 9490 members 
Mstep: Class 24 contains 12801 members 
Mstep: Class 25 contains 3692 members 
Mstep: Class 26 contains 185128 members 
Mstep: Class 27 contains 3530 members 
Entering Unmasked Estep 
Score: -147101904.000000 Penalty: 93663.593750
Splitting cluster 14 changes total score from -146914224.000000 to -147101904.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 15 (20595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20595 members 
Entering Unmasked Estep 
Score: -2730050.500000 Penalty: 2463.335205
	Iteration 0F: 2 clusters Score -2730050 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
Score: -2718332.500000 Penalty: 4926.670410
	Iteration 0F: 3 clusters Score -2718332 nChanged 9624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 12530 members 
Entering Unmasked Estep 
Score: -2760448.250000 Penalty: 4926.670410
	Iteration 1F: 3 clusters Score -2760448 nChanged 4202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 14168 members 
Entering Unmasked Estep 
Score: -2778765.750000 Penalty: 4926.670410
	Iteration 2F: 3 clusters Score -2778766 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 13637 members 
Entering Unmasked Estep 
Score: -2785337.250000 Penalty: 4926.670410
	Iteration 3F: 3 clusters Score -2785337 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 12794 members 
Entering Unmasked Estep 
Score: -2789029.750000 Penalty: 4926.670410
	Iteration 4Q: 3 clusters Score -2789030 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 11813 members 
Entering Unmasked Estep 
Score: -2792507.000000 Penalty: 4926.670410
	Iteration 5F: 3 clusters Score -2792507 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 10845 members 
Entering Unmasked Estep 
Score: -2795292.250000 Penalty: 4926.670410
	Iteration 6Q: 3 clusters Score -2795292 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10667 members 
Mstep: Class 2 contains 9928 members 
Entering Unmasked Estep 
Score: -2798017.000000 Penalty: 4926.670410
	Iteration 7Q: 3 clusters Score -2798017 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11511 members 
Mstep: Class 2 contains 9084 members 
Entering Unmasked Estep 
Score: -2800916.750000 Penalty: 4926.670410
	Iteration 8Q: 3 clusters Score -2800917 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12285 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -2803293.000000 Penalty: 4926.670410
	Iteration 9Q: 3 clusters Score -2803293 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12939 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -2805809.250000 Penalty: 4926.670410
	Iteration 10Q: 3 clusters Score -2805809 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13453 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -2808512.000000 Penalty: 4926.670410
	Iteration 11Q: 3 clusters Score -2808512 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13855 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -2810055.250000 Penalty: 4926.670410
	Iteration 12Q: 3 clusters Score -2810055 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14130 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -2810825.000000 Penalty: 4926.670410
	Iteration 13Q: 3 clusters Score -2810825 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14386 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -2811642.750000 Penalty: 4926.670410
	Iteration 14Q: 3 clusters Score -2811643 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14639 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -2813173.750000 Penalty: 4926.670410
	Iteration 15Q: 3 clusters Score -2813174 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14908 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -2815520.750000 Penalty: 4926.670410
	Iteration 16Q: 3 clusters Score -2815521 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15163 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -2818938.750000 Penalty: 4926.670410
	Iteration 17Q: 3 clusters Score -2818939 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15337 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -2820965.750000 Penalty: 4926.670410
	Iteration 18Q: 3 clusters Score -2820966 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15411 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -2821523.250000 Penalty: 4926.670410
	Iteration 19Q: 3 clusters Score -2821523 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15457 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -2821977.500000 Penalty: 4926.670410
	Iteration 20F: 3 clusters Score -2821978 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15508 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -2822352.250000 Penalty: 4926.670410
	Iteration 21Q: 3 clusters Score -2822352 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15550 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -2822984.000000 Penalty: 4926.670410
	Iteration 22Q: 3 clusters Score -2822984 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15604 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -2823823.750000 Penalty: 4926.670410
	Iteration 23Q: 3 clusters Score -2823824 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15652 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -2824241.000000 Penalty: 4926.670410
	Iteration 24Q: 3 clusters Score -2824241 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15712 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -2825642.250000 Penalty: 4926.670410
	Iteration 25Q: 3 clusters Score -2825642 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15779 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -2827020.500000 Penalty: 4926.670410
	Iteration 26Q: 3 clusters Score -2827020 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15846 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -2828364.000000 Penalty: 4926.670410
	Iteration 27Q: 3 clusters Score -2828364 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15905 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -2830319.500000 Penalty: 4926.670410
	Iteration 28Q: 3 clusters Score -2830320 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15971 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -2832607.500000 Penalty: 4926.670410
	Iteration 29Q: 3 clusters Score -2832608 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16034 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -2835328.500000 Penalty: 4926.670410
	Iteration 30Q: 3 clusters Score -2835328 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16116 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -2839868.500000 Penalty: 4926.670410
	Iteration 31Q: 3 clusters Score -2839868 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16233 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -2850643.000000 Penalty: 4926.670410
	Iteration 32Q: 3 clusters Score -2850643 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16330 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -2867929.000000 Penalty: 4926.670410
	Iteration 33Q: 3 clusters Score -2867929 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16363 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -2876073.500000 Penalty: 4926.670410
	Iteration 34Q: 3 clusters Score -2876074 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16406 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -2877054.000000 Penalty: 4926.670410
	Iteration 35Q: 3 clusters Score -2877054 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16421 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -2877058.250000 Penalty: 4926.670410
	Iteration 36Q: 3 clusters Score -2877058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16424 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -2877147.250000 Penalty: 4926.670410
	Iteration 37Q: 3 clusters Score -2877147 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16425 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -2877187.500000 Penalty: 4926.670410
	Iteration 38Q: 3 clusters Score -2877188 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16425 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -2877187.500000 Penalty: 4926.670410
	Iteration 39F: 3 clusters Score -2877188 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 469 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 54739 members 
Mstep: Class 3 contains 7827 members 
Mstep: Class 4 contains 29366 members 
Mstep: Class 5 contains 10735 members 
Mstep: Class 6 contains 7006 members 
Mstep: Class 7 contains 25313 members 
Mstep: Class 8 contains 1537 members 
Mstep: Class 9 contains 69319 members 
Mstep: Class 10 contains 6007 members 
Mstep: Class 11 contains 36611 members 
Mstep: Class 12 contains 28498 members 
Mstep: Class 13 contains 179002 members 
Mstep: Class 14 contains 38588 members 
Mstep: Class 15 contains 16425 members 
Mstep: Class 16 contains 109240 members 
Mstep: Class 17 contains 28716 members 
Mstep: Class 18 contains 202507 members 
Mstep: Class 19 contains 84063 members 
Mstep: Class 20 contains 12015 members 
Mstep: Class 21 contains 9232 members 
Mstep: Class 22 contains 10953 members 
Mstep: Class 23 contains 9490 members 
Mstep: Class 24 contains 12801 members 
Mstep: Class 25 contains 3692 members 
Mstep: Class 26 contains 185128 members 
Mstep: Class 27 contains 3530 members 
Mstep: Class 28 contains 4170 members 
Entering Unmasked Estep 
Score: -147247568.000000 Penalty: 97132.609375
Splitting cluster 15 changes total score from -146914224.000000 to -147247568.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 16 (109240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109240 members 
Entering Unmasked Estep 
Score: -13778662.000000 Penalty: 2877.123047
	Iteration 0F: 2 clusters Score -1.377866e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54608 members 
Mstep: Class 2 contains 54632 members 
Entering Unmasked Estep 
Score: -13705409.000000 Penalty: 5754.246094
	Iteration 0F: 3 clusters Score -1.370541e+07 nChanged 51907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53791 members 
Mstep: Class 2 contains 55449 members 
Entering Unmasked Estep 
Score: -13736111.000000 Penalty: 5754.246094
	Iteration 1F: 3 clusters Score -1.373611e+07 nChanged 5295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52740 members 
Mstep: Class 2 contains 56500 members 
Entering Unmasked Estep 
Score: -13739196.000000 Penalty: 5754.246094
	Iteration 2Q: 3 clusters Score -1.37392e+07 nChanged 7295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50367 members 
Mstep: Class 2 contains 58873 members 
Entering Unmasked Estep 
Score: -13745213.000000 Penalty: 5754.246094
	Iteration 3F: 3 clusters Score -1.374521e+07 nChanged 10009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46358 members 
Mstep: Class 2 contains 62882 members 
Entering Unmasked Estep 
Score: -13756209.000000 Penalty: 5754.246094
	Iteration 4F: 3 clusters Score -1.375621e+07 nChanged 11704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42012 members 
Mstep: Class 2 contains 67228 members 
Entering Unmasked Estep 
Score: -13770409.000000 Penalty: 5754.246094
	Iteration 5F: 3 clusters Score -1.377041e+07 nChanged 10304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40222 members 
Mstep: Class 2 contains 69018 members 
Entering Unmasked Estep 
Score: -13782453.000000 Penalty: 5754.246094
	Iteration 6F: 3 clusters Score -1.378245e+07 nChanged 7500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41082 members 
Mstep: Class 2 contains 68158 members 
Entering Unmasked Estep 
Score: -13790352.000000 Penalty: 5754.246094
	Iteration 7F: 3 clusters Score -1.379035e+07 nChanged 5357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42789 members 
Mstep: Class 2 contains 66451 members 
Entering Unmasked Estep 
Score: -13794675.000000 Penalty: 5754.246094
	Iteration 8Q: 3 clusters Score -1.379468e+07 nChanged 3611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44352 members 
Mstep: Class 2 contains 64888 members 
Entering Unmasked Estep 
Score: -13796734.000000 Penalty: 5754.246094
	Iteration 9Q: 3 clusters Score -1.379673e+07 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45474 members 
Mstep: Class 2 contains 63766 members 
Entering Unmasked Estep 
Score: -13797418.000000 Penalty: 5754.246094
	Iteration 10Q: 3 clusters Score -1.379742e+07 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46365 members 
Mstep: Class 2 contains 62875 members 
Entering Unmasked Estep 
Score: -13797682.000000 Penalty: 5754.246094
	Iteration 11Q: 3 clusters Score -1.379768e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47044 members 
Mstep: Class 2 contains 62196 members 
Entering Unmasked Estep 
Score: -13797865.000000 Penalty: 5754.246094
	Iteration 12Q: 3 clusters Score -1.379786e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47645 members 
Mstep: Class 2 contains 61595 members 
Entering Unmasked Estep 
Score: -13797958.000000 Penalty: 5754.246094
	Iteration 13Q: 3 clusters Score -1.379796e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48136 members 
Mstep: Class 2 contains 61104 members 
Entering Unmasked Estep 
Score: -13798019.000000 Penalty: 5754.246094
	Iteration 14Q: 3 clusters Score -1.379802e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48538 members 
Mstep: Class 2 contains 60702 members 
Entering Unmasked Estep 
Score: -13798057.000000 Penalty: 5754.246094
	Iteration 15Q: 3 clusters Score -1.379806e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48891 members 
Mstep: Class 2 contains 60349 members 
Entering Unmasked Estep 
Score: -13798087.000000 Penalty: 5754.246094
	Iteration 16Q: 3 clusters Score -1.379809e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49194 members 
Mstep: Class 2 contains 60046 members 
Entering Unmasked Estep 
Score: -13798083.000000 Penalty: 5754.246094
	Iteration 17Q: 3 clusters Score -1.379808e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49472 members 
Mstep: Class 2 contains 59768 members 
Entering Unmasked Estep 
Score: -13798133.000000 Penalty: 5754.246094
	Iteration 18Q: 3 clusters Score -1.379813e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49741 members 
Mstep: Class 2 contains 59499 members 
Entering Unmasked Estep 
Score: -13798161.000000 Penalty: 5754.246094
	Iteration 19Q: 3 clusters Score -1.379816e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49978 members 
Mstep: Class 2 contains 59262 members 
Entering Unmasked Estep 
Score: -13798181.000000 Penalty: 5754.246094
	Iteration 20F: 3 clusters Score -1.379818e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50173 members 
Mstep: Class 2 contains 59067 members 
Entering Unmasked Estep 
Score: -13798167.000000 Penalty: 5754.246094
	Iteration 21Q: 3 clusters Score -1.379817e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50338 members 
Mstep: Class 2 contains 58902 members 
Entering Unmasked Estep 
Score: -13798200.000000 Penalty: 5754.246094
	Iteration 22Q: 3 clusters Score -1.37982e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50482 members 
Mstep: Class 2 contains 58758 members 
Entering Unmasked Estep 
Score: -13798250.000000 Penalty: 5754.246094
	Iteration 23Q: 3 clusters Score -1.379825e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50612 members 
Mstep: Class 2 contains 58628 members 
Entering Unmasked Estep 
Score: -13798265.000000 Penalty: 5754.246094
	Iteration 24Q: 3 clusters Score -1.379826e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50728 members 
Mstep: Class 2 contains 58512 members 
Entering Unmasked Estep 
Score: -13798273.000000 Penalty: 5754.246094
	Iteration 25Q: 3 clusters Score -1.379827e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50816 members 
Mstep: Class 2 contains 58424 members 
Entering Unmasked Estep 
Score: -13798246.000000 Penalty: 5754.246094
	Iteration 26Q: 3 clusters Score -1.379825e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50895 members 
Mstep: Class 2 contains 58345 members 
Entering Unmasked Estep 
Score: -13798244.000000 Penalty: 5754.246094
	Iteration 27Q: 3 clusters Score -1.379824e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50956 members 
Mstep: Class 2 contains 58284 members 
Entering Unmasked Estep 
Score: -13798246.000000 Penalty: 5754.246094
	Iteration 28Q: 3 clusters Score -1.379825e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51015 members 
Mstep: Class 2 contains 58225 members 
Entering Unmasked Estep 
Score: -13798291.000000 Penalty: 5754.246094
	Iteration 29Q: 3 clusters Score -1.379829e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51056 members 
Mstep: Class 2 contains 58184 members 
Entering Unmasked Estep 
Score: -13798290.000000 Penalty: 5754.246094
	Iteration 30Q: 3 clusters Score -1.379829e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51102 members 
Mstep: Class 2 contains 58138 members 
Entering Unmasked Estep 
Score: -13798279.000000 Penalty: 5754.246094
	Iteration 31Q: 3 clusters Score -1.379828e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51143 members 
Mstep: Class 2 contains 58097 members 
Entering Unmasked Estep 
Score: -13798257.000000 Penalty: 5754.246094
	Iteration 32Q: 3 clusters Score -1.379826e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51173 members 
Mstep: Class 2 contains 58067 members 
Entering Unmasked Estep 
Score: -13798255.000000 Penalty: 5754.246094
	Iteration 33Q: 3 clusters Score -1.379826e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51194 members 
Mstep: Class 2 contains 58046 members 
Entering Unmasked Estep 
Score: -13798284.000000 Penalty: 5754.246094
	Iteration 34Q: 3 clusters Score -1.379828e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51220 members 
Mstep: Class 2 contains 58020 members 
Entering Unmasked Estep 
Score: -13798283.000000 Penalty: 5754.246094
	Iteration 35Q: 3 clusters Score -1.379828e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51243 members 
Mstep: Class 2 contains 57997 members 
Entering Unmasked Estep 
Score: -13798286.000000 Penalty: 5754.246094
	Iteration 36Q: 3 clusters Score -1.379829e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51270 members 
Mstep: Class 2 contains 57970 members 
Entering Unmasked Estep 
Score: -13798291.000000 Penalty: 5754.246094
	Iteration 37Q: 3 clusters Score -1.379829e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51286 members 
Mstep: Class 2 contains 57954 members 
Entering Unmasked Estep 
Score: -13798308.000000 Penalty: 5754.246094
	Iteration 38Q: 3 clusters Score -1.379831e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51308 members 
Mstep: Class 2 contains 57932 members 
Entering Unmasked Estep 
Score: -13798330.000000 Penalty: 5754.246094
	Iteration 39Q: 3 clusters Score -1.379833e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51317 members 
Mstep: Class 2 contains 57923 members 
Entering Unmasked Estep 
Score: -13798335.000000 Penalty: 5754.246094
	Iteration 40F: 3 clusters Score -1.379834e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51328 members 
Mstep: Class 2 contains 57912 members 
Entering Unmasked Estep 
Score: -13798318.000000 Penalty: 5754.246094
	Iteration 41Q: 3 clusters Score -1.379832e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51338 members 
Mstep: Class 2 contains 57902 members 
Entering Unmasked Estep 
Score: -13798315.000000 Penalty: 5754.246094
	Iteration 42Q: 3 clusters Score -1.379832e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51351 members 
Mstep: Class 2 contains 57889 members 
Entering Unmasked Estep 
Score: -13798317.000000 Penalty: 5754.246094
	Iteration 43Q: 3 clusters Score -1.379832e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51362 members 
Mstep: Class 2 contains 57878 members 
Entering Unmasked Estep 
Score: -13798326.000000 Penalty: 5754.246094
	Iteration 44Q: 3 clusters Score -1.379833e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51372 members 
Mstep: Class 2 contains 57868 members 
Entering Unmasked Estep 
Score: -13798342.000000 Penalty: 5754.246094
	Iteration 45Q: 3 clusters Score -1.379834e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51389 members 
Mstep: Class 2 contains 57851 members 
Entering Unmasked Estep 
Score: -13798340.000000 Penalty: 5754.246094
	Iteration 46Q: 3 clusters Score -1.379834e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51403 members 
Mstep: Class 2 contains 57837 members 
Entering Unmasked Estep 
Score: -13798329.000000 Penalty: 5754.246094
	Iteration 47Q: 3 clusters Score -1.379833e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51421 members 
Mstep: Class 2 contains 57819 members 
Entering Unmasked Estep 
Score: -13798318.000000 Penalty: 5754.246094
	Iteration 48Q: 3 clusters Score -1.379832e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51429 members 
Mstep: Class 2 contains 57811 members 
Entering Unmasked Estep 
Score: -13798318.000000 Penalty: 5754.246094
	Iteration 49Q: 3 clusters Score -1.379832e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51440 members 
Mstep: Class 2 contains 57800 members 
Entering Unmasked Estep 
Score: -13798321.000000 Penalty: 5754.246094
	Iteration 50Q: 3 clusters Score -1.379832e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51453 members 
Mstep: Class 2 contains 57787 members 
Entering Unmasked Estep 
Score: -13798326.000000 Penalty: 5754.246094
	Iteration 51Q: 3 clusters Score -1.379833e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51466 members 
Mstep: Class 2 contains 57774 members 
Entering Unmasked Estep 
Score: -13798322.000000 Penalty: 5754.246094
	Iteration 52Q: 3 clusters Score -1.379832e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51478 members 
Mstep: Class 2 contains 57762 members 
Entering Unmasked Estep 
Score: -13798314.000000 Penalty: 5754.246094
	Iteration 53Q: 3 clusters Score -1.379831e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51491 members 
Mstep: Class 2 contains 57749 members 
Entering Unmasked Estep 
Score: -13798313.000000 Penalty: 5754.246094
	Iteration 54Q: 3 clusters Score -1.379831e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51505 members 
Mstep: Class 2 contains 57735 members 
Entering Unmasked Estep 
Score: -13798331.000000 Penalty: 5754.246094
	Iteration 55Q: 3 clusters Score -1.379833e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51514 members 
Mstep: Class 2 contains 57726 members 
Entering Unmasked Estep 
Score: -13798332.000000 Penalty: 5754.246094
	Iteration 56Q: 3 clusters Score -1.379833e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51521 members 
Mstep: Class 2 contains 57719 members 
Entering Unmasked Estep 
Score: -13798333.000000 Penalty: 5754.246094
	Iteration 57Q: 3 clusters Score -1.379833e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51527 members 
Mstep: Class 2 contains 57713 members 
Entering Unmasked Estep 
Score: -13798336.000000 Penalty: 5754.246094
	Iteration 58Q: 3 clusters Score -1.379834e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51532 members 
Mstep: Class 2 contains 57708 members 
Entering Unmasked Estep 
Score: -13798332.000000 Penalty: 5754.246094
	Iteration 59Q: 3 clusters Score -1.379833e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51534 members 
Mstep: Class 2 contains 57706 members 
Entering Unmasked Estep 
Score: -13798335.000000 Penalty: 5754.246094
	Iteration 60F: 3 clusters Score -1.379834e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51537 members 
Mstep: Class 2 contains 57703 members 
Entering Unmasked Estep 
Score: -13798336.000000 Penalty: 5754.246094
	Iteration 61Q: 3 clusters Score -1.379834e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51542 members 
Mstep: Class 2 contains 57698 members 
Entering Unmasked Estep 
Score: -13798346.000000 Penalty: 5754.246094
	Iteration 62Q: 3 clusters Score -1.379835e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51548 members 
Mstep: Class 2 contains 57692 members 
Entering Unmasked Estep 
Score: -13798350.000000 Penalty: 5754.246094
	Iteration 63Q: 3 clusters Score -1.379835e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51550 members 
Mstep: Class 2 contains 57690 members 
Entering Unmasked Estep 
Score: -13798351.000000 Penalty: 5754.246094
	Iteration 64Q: 3 clusters Score -1.379835e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51553 members 
Mstep: Class 2 contains 57687 members 
Entering Unmasked Estep 
Score: -13798350.000000 Penalty: 5754.246094
	Iteration 65Q: 3 clusters Score -1.379835e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51556 members 
Mstep: Class 2 contains 57684 members 
Entering Unmasked Estep 
Score: -13798351.000000 Penalty: 5754.246094
	Iteration 66Q: 3 clusters Score -1.379835e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51557 members 
Mstep: Class 2 contains 57683 members 
Entering Unmasked Estep 
Score: -13798349.000000 Penalty: 5754.246094
	Iteration 67Q: 3 clusters Score -1.379835e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51559 members 
Mstep: Class 2 contains 57681 members 
Entering Unmasked Estep 
Score: -13798351.000000 Penalty: 5754.246094
	Iteration 68Q: 3 clusters Score -1.379835e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51563 members 
Mstep: Class 2 contains 57677 members 
Entering Unmasked Estep 
Score: -13798342.000000 Penalty: 5754.246094
	Iteration 69Q: 3 clusters Score -1.379834e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51564 members 
Mstep: Class 2 contains 57676 members 
Entering Unmasked Estep 
Score: -13798343.000000 Penalty: 5754.246094
	Iteration 70Q: 3 clusters Score -1.379834e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51567 members 
Mstep: Class 2 contains 57673 members 
Entering Unmasked Estep 
Score: -13798334.000000 Penalty: 5754.246094
	Iteration 71Q: 3 clusters Score -1.379833e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51571 members 
Mstep: Class 2 contains 57669 members 
Entering Unmasked Estep 
Score: -13798346.000000 Penalty: 5754.246094
	Iteration 72Q: 3 clusters Score -1.379835e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51573 members 
Mstep: Class 2 contains 57667 members 
Entering Unmasked Estep 
Score: -13798330.000000 Penalty: 5754.246094
	Iteration 73Q: 3 clusters Score -1.379833e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51578 members 
Mstep: Class 2 contains 57662 members 
Entering Unmasked Estep 
Score: -13798330.000000 Penalty: 5754.246094
	Iteration 74Q: 3 clusters Score -1.379833e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51582 members 
Mstep: Class 2 contains 57658 members 
Entering Unmasked Estep 
Score: -13798332.000000 Penalty: 5754.246094
	Iteration 75Q: 3 clusters Score -1.379833e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51587 members 
Mstep: Class 2 contains 57653 members 
Entering Unmasked Estep 
Score: -13798324.000000 Penalty: 5754.246094
	Iteration 76Q: 3 clusters Score -1.379832e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51596 members 
Mstep: Class 2 contains 57644 members 
Entering Unmasked Estep 
Score: -13798335.000000 Penalty: 5754.246094
	Iteration 77Q: 3 clusters Score -1.379834e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51603 members 
Mstep: Class 2 contains 57637 members 
Entering Unmasked Estep 
Score: -13798338.000000 Penalty: 5754.246094
	Iteration 78Q: 3 clusters Score -1.379834e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51606 members 
Mstep: Class 2 contains 57634 members 
Entering Unmasked Estep 
Score: -13798341.000000 Penalty: 5754.246094
	Iteration 79Q: 3 clusters Score -1.379834e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51607 members 
Mstep: Class 2 contains 57633 members 
Entering Unmasked Estep 
Score: -13798345.000000 Penalty: 5754.246094
	Iteration 80F: 3 clusters Score -1.379834e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51608 members 
Mstep: Class 2 contains 57632 members 
Entering Unmasked Estep 
Score: -13798338.000000 Penalty: 5754.246094
	Iteration 81Q: 3 clusters Score -1.379834e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51609 members 
Mstep: Class 2 contains 57631 members 
Entering Unmasked Estep 
Score: -13798342.000000 Penalty: 5754.246094
	Iteration 82Q: 3 clusters Score -1.379834e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51610 members 
Mstep: Class 2 contains 57630 members 
Entering Unmasked Estep 
Score: -13798345.000000 Penalty: 5754.246094
	Iteration 83Q: 3 clusters Score -1.379834e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51610 members 
Mstep: Class 2 contains 57630 members 
Entering Unmasked Estep 
Score: -13798345.000000 Penalty: 5754.246094
	Iteration 84F: 3 clusters Score -1.379834e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 469 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 54739 members 
Mstep: Class 3 contains 7827 members 
Mstep: Class 4 contains 29366 members 
Mstep: Class 5 contains 10735 members 
Mstep: Class 6 contains 7006 members 
Mstep: Class 7 contains 25313 members 
Mstep: Class 8 contains 1537 members 
Mstep: Class 9 contains 69319 members 
Mstep: Class 10 contains 6007 members 
Mstep: Class 11 contains 36611 members 
Mstep: Class 12 contains 28498 members 
Mstep: Class 13 contains 179002 members 
Mstep: Class 14 contains 38588 members 
Mstep: Class 15 contains 16425 members 
Mstep: Class 16 contains 51610 members 
Mstep: Class 17 contains 28716 members 
Mstep: Class 18 contains 202507 members 
Mstep: Class 19 contains 84063 members 
Mstep: Class 20 contains 12015 members 
Mstep: Class 21 contains 9232 members 
Mstep: Class 22 contains 10953 members 
Mstep: Class 23 contains 9490 members 
Mstep: Class 24 contains 12801 members 
Mstep: Class 25 contains 3692 members 
Mstep: Class 26 contains 185128 members 
Mstep: Class 27 contains 3530 members 
Mstep: Class 28 contains 4170 members 
Mstep: Class 29 contains 57630 members 
Entering Unmasked Estep 
Score: -147265904.000000 Penalty: 100601.632812
Splitting cluster 16 changes total score from -146914224.000000 to -147265904.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 17 (28716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28716 members 
Entering Unmasked Estep 
Score: -3469783.000000 Penalty: 2545.772217
	Iteration 0F: 2 clusters Score -3469783 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14343 members 
Mstep: Class 2 contains 14373 members 
Entering Unmasked Estep 
Score: -3450115.500000 Penalty: 5091.544434
	Iteration 0F: 3 clusters Score -3450116 nChanged 13236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14727 members 
Mstep: Class 2 contains 13989 members 
Entering Unmasked Estep 
Score: -3459243.500000 Penalty: 5091.544434
	Iteration 1F: 3 clusters Score -3459244 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14914 members 
Mstep: Class 2 contains 13802 members 
Entering Unmasked Estep 
Score: -3462892.750000 Penalty: 5091.544434
	Iteration 2F: 3 clusters Score -3462893 nChanged 2962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15512 members 
Mstep: Class 2 contains 13204 members 
Entering Unmasked Estep 
Score: -3466879.250000 Penalty: 5091.544434
	Iteration 3F: 3 clusters Score -3466879 nChanged 3022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16336 members 
Mstep: Class 2 contains 12380 members 
Entering Unmasked Estep 
Score: -3471269.000000 Penalty: 5091.544434
	Iteration 4F: 3 clusters Score -3471269 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17068 members 
Mstep: Class 2 contains 11648 members 
Entering Unmasked Estep 
Score: -3474358.000000 Penalty: 5091.544434
	Iteration 5F: 3 clusters Score -3474358 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17577 members 
Mstep: Class 2 contains 11139 members 
Entering Unmasked Estep 
Score: -3476138.250000 Penalty: 5091.544434
	Iteration 6F: 3 clusters Score -3476138 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17959 members 
Mstep: Class 2 contains 10757 members 
Entering Unmasked Estep 
Score: -3477226.500000 Penalty: 5091.544434
	Iteration 7Q: 3 clusters Score -3477226 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18260 members 
Mstep: Class 2 contains 10456 members 
Entering Unmasked Estep 
Score: -3477882.250000 Penalty: 5091.544434
	Iteration 8Q: 3 clusters Score -3477882 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18556 members 
Mstep: Class 2 contains 10160 members 
Entering Unmasked Estep 
Score: -3478341.750000 Penalty: 5091.544434
	Iteration 9Q: 3 clusters Score -3478342 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18826 members 
Mstep: Class 2 contains 9890 members 
Entering Unmasked Estep 
Score: -3478674.250000 Penalty: 5091.544434
	Iteration 10Q: 3 clusters Score -3478674 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19086 members 
Mstep: Class 2 contains 9630 members 
Entering Unmasked Estep 
Score: -3478945.000000 Penalty: 5091.544434
	Iteration 11Q: 3 clusters Score -3478945 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19335 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -3479132.500000 Penalty: 5091.544434
	Iteration 12Q: 3 clusters Score -3479132 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19566 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -3479264.000000 Penalty: 5091.544434
	Iteration 13Q: 3 clusters Score -3479264 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19748 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -3479346.250000 Penalty: 5091.544434
	Iteration 14Q: 3 clusters Score -3479346 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19896 members 
Mstep: Class 2 contains 8820 members 
Entering Unmasked Estep 
Score: -3479398.000000 Penalty: 5091.544434
	Iteration 15Q: 3 clusters Score -3479398 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20011 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -3479415.250000 Penalty: 5091.544434
	Iteration 16Q: 3 clusters Score -3479415 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20095 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -3479443.000000 Penalty: 5091.544434
	Iteration 17Q: 3 clusters Score -3479443 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20145 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -3479446.250000 Penalty: 5091.544434
	Iteration 18Q: 3 clusters Score -3479446 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20172 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -3479452.250000 Penalty: 5091.544434
	Iteration 19Q: 3 clusters Score -3479452 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20186 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -3479455.000000 Penalty: 5091.544434
	Iteration 20F: 3 clusters Score -3479455 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20197 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -3479446.250000 Penalty: 5091.544434
	Iteration 21Q: 3 clusters Score -3479446 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20204 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -3479448.250000 Penalty: 5091.544434
	Iteration 22Q: 3 clusters Score -3479448 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20209 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -3479445.250000 Penalty: 5091.544434
	Iteration 23Q: 3 clusters Score -3479445 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20211 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -3479442.000000 Penalty: 5091.544434
	Iteration 24Q: 3 clusters Score -3479442 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20214 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -3479447.500000 Penalty: 5091.544434
	Iteration 25Q: 3 clusters Score -3479448 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20220 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -3479454.000000 Penalty: 5091.544434
	Iteration 26Q: 3 clusters Score -3479454 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20227 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -3479449.000000 Penalty: 5091.544434
	Iteration 27Q: 3 clusters Score -3479449 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20230 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -3479451.250000 Penalty: 5091.544434
	Iteration 28Q: 3 clusters Score -3479451 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20233 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -3479447.750000 Penalty: 5091.544434
	Iteration 29Q: 3 clusters Score -3479448 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20237 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -3479454.500000 Penalty: 5091.544434
	Iteration 30Q: 3 clusters Score -3479454 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20238 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -3479452.000000 Penalty: 5091.544434
	Iteration 31Q: 3 clusters Score -3479452 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20239 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -3479455.000000 Penalty: 5091.544434
	Iteration 32Q: 3 clusters Score -3479455 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20240 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -3479451.000000 Penalty: 5091.544434
	Iteration 33Q: 3 clusters Score -3479451 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20242 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -3479453.250000 Penalty: 5091.544434
	Iteration 34Q: 3 clusters Score -3479453 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20243 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -3479454.250000 Penalty: 5091.544434
	Iteration 35Q: 3 clusters Score -3479454 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20246 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -3479459.250000 Penalty: 5091.544434
	Iteration 36Q: 3 clusters Score -3479459 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20248 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -3479456.000000 Penalty: 5091.544434
	Iteration 37Q: 3 clusters Score -3479456 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20248 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -3479456.000000 Penalty: 5091.544434
	Iteration 38F: 3 clusters Score -3479456 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 469 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 54739 members 
Mstep: Class 3 contains 7827 members 
Mstep: Class 4 contains 29366 members 
Mstep: Class 5 contains 10735 members 
Mstep: Class 6 contains 7006 members 
Mstep: Class 7 contains 25313 members 
Mstep: Class 8 contains 1537 members 
Mstep: Class 9 contains 69319 members 
Mstep: Class 10 contains 6007 members 
Mstep: Class 11 contains 36611 members 
Mstep: Class 12 contains 28498 members 
Mstep: Class 13 contains 179002 members 
Mstep: Class 14 contains 38588 members 
Mstep: Class 15 contains 16425 members 
Mstep: Class 16 contains 51610 members 
Mstep: Class 17 contains 20248 members 
Mstep: Class 18 contains 202507 members 
Mstep: Class 19 contains 84063 members 
Mstep: Class 20 contains 12015 members 
Mstep: Class 21 contains 9232 members 
Mstep: Class 22 contains 10953 members 
Mstep: Class 23 contains 9490 members 
Mstep: Class 24 contains 12801 members 
Mstep: Class 25 contains 3692 members 
Mstep: Class 26 contains 185128 members 
Mstep: Class 27 contains 3530 members 
Mstep: Class 28 contains 4170 members 
Mstep: Class 29 contains 57630 members 
Mstep: Class 30 contains 8468 members 
Entering Unmasked Estep 
Score: -147274464.000000 Penalty: 104070.656250
Splitting cluster 17 changes total score from -146914224.000000 to -147274464.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 18 (202507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202507 members 
Entering Unmasked Estep 
Score: -25839730.000000 Penalty: 3030.195312
	Iteration 0F: 2 clusters Score -2.583973e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101312 members 
Mstep: Class 2 contains 101195 members 
Entering Unmasked Estep 
Score: -25708046.000000 Penalty: 6060.390625
	Iteration 0F: 3 clusters Score -2.570805e+07 nChanged 97381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102705 members 
Mstep: Class 2 contains 99802 members 
Entering Unmasked Estep 
Score: -25764680.000000 Penalty: 6060.390625
	Iteration 1F: 3 clusters Score -2.576468e+07 nChanged 5432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103557 members 
Mstep: Class 2 contains 98950 members 
Entering Unmasked Estep 
Score: -25765654.000000 Penalty: 6060.390625
	Iteration 2Q: 3 clusters Score -2.576565e+07 nChanged 5521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104870 members 
Mstep: Class 2 contains 97637 members 
Entering Unmasked Estep 
Score: -25766728.000000 Penalty: 6060.390625
	Iteration 3Q: 3 clusters Score -2.576673e+07 nChanged 6063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106657 members 
Mstep: Class 2 contains 95850 members 
Entering Unmasked Estep 
Score: -25768464.000000 Penalty: 6060.390625
	Iteration 4Q: 3 clusters Score -2.576846e+07 nChanged 7021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109156 members 
Mstep: Class 2 contains 93351 members 
Entering Unmasked Estep 
Score: -25771006.000000 Penalty: 6060.390625
	Iteration 5Q: 3 clusters Score -2.577101e+07 nChanged 7760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112064 members 
Mstep: Class 2 contains 90443 members 
Entering Unmasked Estep 
Score: -25774366.000000 Penalty: 6060.390625
	Iteration 6Q: 3 clusters Score -2.577437e+07 nChanged 8581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115687 members 
Mstep: Class 2 contains 86820 members 
Entering Unmasked Estep 
Score: -25778352.000000 Penalty: 6060.390625
	Iteration 7Q: 3 clusters Score -2.577835e+07 nChanged 9436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119951 members 
Mstep: Class 2 contains 82556 members 
Entering Unmasked Estep 
Score: -25783248.000000 Penalty: 6060.390625
	Iteration 8Q: 3 clusters Score -2.578325e+07 nChanged 10067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124836 members 
Mstep: Class 2 contains 77671 members 
Entering Unmasked Estep 
Score: -25788618.000000 Penalty: 6060.390625
	Iteration 9Q: 3 clusters Score -2.578862e+07 nChanged 10209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130319 members 
Mstep: Class 2 contains 72188 members 
Entering Unmasked Estep 
Score: -25794074.000000 Penalty: 6060.390625
	Iteration 10F: 3 clusters Score -2.579407e+07 nChanged 9875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136586 members 
Mstep: Class 2 contains 65921 members 
Entering Unmasked Estep 
Score: -25799558.000000 Penalty: 6060.390625
	Iteration 11Q: 3 clusters Score -2.579956e+07 nChanged 9307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143467 members 
Mstep: Class 2 contains 59040 members 
Entering Unmasked Estep 
Score: -25804822.000000 Penalty: 6060.390625
	Iteration 12Q: 3 clusters Score -2.580482e+07 nChanged 8768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150865 members 
Mstep: Class 2 contains 51642 members 
Entering Unmasked Estep 
Score: -25809610.000000 Penalty: 6060.390625
	Iteration 13Q: 3 clusters Score -2.580961e+07 nChanged 8296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158579 members 
Mstep: Class 2 contains 43928 members 
Entering Unmasked Estep 
Score: -25814418.000000 Penalty: 6060.390625
	Iteration 14Q: 3 clusters Score -2.581442e+07 nChanged 8154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166525 members 
Mstep: Class 2 contains 35982 members 
Entering Unmasked Estep 
Score: -25819288.000000 Penalty: 6060.390625
	Iteration 15Q: 3 clusters Score -2.581929e+07 nChanged 7817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174290 members 
Mstep: Class 2 contains 28217 members 
Entering Unmasked Estep 
Score: -25824570.000000 Penalty: 6060.390625
	Iteration 16Q: 3 clusters Score -2.582457e+07 nChanged 7244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181530 members 
Mstep: Class 2 contains 20977 members 
Entering Unmasked Estep 
Score: -25828984.000000 Penalty: 6060.390625
	Iteration 17Q: 3 clusters Score -2.582898e+07 nChanged 6370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187900 members 
Mstep: Class 2 contains 14607 members 
Entering Unmasked Estep 
Score: -25832680.000000 Penalty: 6060.390625
	Iteration 18Q: 3 clusters Score -2.583268e+07 nChanged 4911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192805 members 
Mstep: Class 2 contains 9702 members 
Entering Unmasked Estep 
Score: -25834806.000000 Penalty: 6060.390625
	Iteration 19Q: 3 clusters Score -2.583481e+07 nChanged 3374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196161 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -25836018.000000 Penalty: 6060.390625
	Iteration 20F: 3 clusters Score -2.583602e+07 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198264 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -25836622.000000 Penalty: 6060.390625
	Iteration 21Q: 3 clusters Score -2.583662e+07 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199515 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -25836906.000000 Penalty: 6060.390625
	Iteration 22Q: 3 clusters Score -2.583691e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200225 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -25837136.000000 Penalty: 6060.390625
	Iteration 23Q: 3 clusters Score -2.583714e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200643 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -25837246.000000 Penalty: 6060.390625
	Iteration 24Q: 3 clusters Score -2.583725e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200909 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -25837332.000000 Penalty: 6060.390625
	Iteration 25Q: 3 clusters Score -2.583733e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201089 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -25837386.000000 Penalty: 6060.390625
	Iteration 26Q: 3 clusters Score -2.583739e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201205 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -25837360.000000 Penalty: 6060.390625
	Iteration 27Q: 3 clusters Score -2.583736e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201299 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -25837388.000000 Penalty: 6060.390625
	Iteration 28Q: 3 clusters Score -2.583739e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201360 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -25837396.000000 Penalty: 6060.390625
	Iteration 29Q: 3 clusters Score -2.58374e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201411 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -25837394.000000 Penalty: 6060.390625
	Iteration 30Q: 3 clusters Score -2.583739e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201450 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -25837424.000000 Penalty: 6060.390625
	Iteration 31Q: 3 clusters Score -2.583742e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201482 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -25837414.000000 Penalty: 6060.390625
	Iteration 32Q: 3 clusters Score -2.583741e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201505 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -25837434.000000 Penalty: 6060.390625
	Iteration 33Q: 3 clusters Score -2.583743e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201526 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -25837432.000000 Penalty: 6060.390625
	Iteration 34Q: 3 clusters Score -2.583743e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201549 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -25837418.000000 Penalty: 6060.390625
	Iteration 35Q: 3 clusters Score -2.583742e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201570 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -25837428.000000 Penalty: 6060.390625
	Iteration 36Q: 3 clusters Score -2.583743e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201587 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -25837434.000000 Penalty: 6060.390625
	Iteration 37Q: 3 clusters Score -2.583743e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201602 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -25837448.000000 Penalty: 6060.390625
	Iteration 38Q: 3 clusters Score -2.583745e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201613 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -25837462.000000 Penalty: 6060.390625
	Iteration 39Q: 3 clusters Score -2.583746e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201620 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -25837456.000000 Penalty: 6060.390625
	Iteration 40F: 3 clusters Score -2.583746e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201634 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -25837456.000000 Penalty: 6060.390625
	Iteration 41Q: 3 clusters Score -2.583746e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201645 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -25837478.000000 Penalty: 6060.390625
	Iteration 42Q: 3 clusters Score -2.583748e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201650 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -25837468.000000 Penalty: 6060.390625
	Iteration 43Q: 3 clusters Score -2.583747e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201653 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -25837482.000000 Penalty: 6060.390625
	Iteration 44Q: 3 clusters Score -2.583748e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201655 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -25837476.000000 Penalty: 6060.390625
	Iteration 45Q: 3 clusters Score -2.583748e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201660 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -25837476.000000 Penalty: 6060.390625
	Iteration 46Q: 3 clusters Score -2.583748e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201661 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -25837474.000000 Penalty: 6060.390625
	Iteration 47Q: 3 clusters Score -2.583747e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201664 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -25837462.000000 Penalty: 6060.390625
	Iteration 48Q: 3 clusters Score -2.583746e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201669 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -25837468.000000 Penalty: 6060.390625
	Iteration 49Q: 3 clusters Score -2.583747e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201673 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -25837492.000000 Penalty: 6060.390625
	Iteration 50Q: 3 clusters Score -2.583749e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201676 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -25837496.000000 Penalty: 6060.390625
	Iteration 51Q: 3 clusters Score -2.58375e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201680 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -25837480.000000 Penalty: 6060.390625
	Iteration 52Q: 3 clusters Score -2.583748e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201685 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -25837484.000000 Penalty: 6060.390625
	Iteration 53Q: 3 clusters Score -2.583748e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201690 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -25837478.000000 Penalty: 6060.390625
	Iteration 54Q: 3 clusters Score -2.583748e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201691 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -25837494.000000 Penalty: 6060.390625
	Iteration 55Q: 3 clusters Score -2.583749e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201694 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -25837486.000000 Penalty: 6060.390625
	Iteration 56Q: 3 clusters Score -2.583749e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201694 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -25837492.000000 Penalty: 6060.390625
	Iteration 57Q: 3 clusters Score -2.583749e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201695 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -25837490.000000 Penalty: 6060.390625
	Iteration 58Q: 3 clusters Score -2.583749e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201693 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -25837490.000000 Penalty: 6060.390625
	Iteration 59Q: 3 clusters Score -2.583749e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201692 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -25837492.000000 Penalty: 6060.390625
	Iteration 60F: 3 clusters Score -2.583749e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201694 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -25837490.000000 Penalty: 6060.390625
	Iteration 61Q: 3 clusters Score -2.583749e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201697 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -25837498.000000 Penalty: 6060.390625
	Iteration 62Q: 3 clusters Score -2.58375e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201698 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -25837490.000000 Penalty: 6060.390625
	Iteration 63Q: 3 clusters Score -2.583749e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201698 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -25837490.000000 Penalty: 6060.390625
	Iteration 64F: 3 clusters Score -2.583749e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (84063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84063 members 
Entering Unmasked Estep 
Score: -10701121.000000 Penalty: 2812.151855
	Iteration 0F: 2 clusters Score -1.070112e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41786 members 
Mstep: Class 2 contains 42277 members 
Entering Unmasked Estep 
Score: -10644824.000000 Penalty: 5624.303711
	Iteration 0F: 3 clusters Score -1.064482e+07 nChanged 39456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39676 members 
Mstep: Class 2 contains 44387 members 
Entering Unmasked Estep 
Score: -10667603.000000 Penalty: 5624.303711
	Iteration 1F: 3 clusters Score -1.06676e+07 nChanged 3605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38049 members 
Mstep: Class 2 contains 46014 members 
Entering Unmasked Estep 
Score: -10668886.000000 Penalty: 5624.303711
	Iteration 2Q: 3 clusters Score -1.066889e+07 nChanged 4128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35531 members 
Mstep: Class 2 contains 48532 members 
Entering Unmasked Estep 
Score: -10670602.000000 Penalty: 5624.303711
	Iteration 3Q: 3 clusters Score -1.06706e+07 nChanged 5066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31683 members 
Mstep: Class 2 contains 52380 members 
Entering Unmasked Estep 
Score: -10673293.000000 Penalty: 5624.303711
	Iteration 4F: 3 clusters Score -1.067329e+07 nChanged 6114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26503 members 
Mstep: Class 2 contains 57560 members 
Entering Unmasked Estep 
Score: -10677354.000000 Penalty: 5624.303711
	Iteration 5F: 3 clusters Score -1.067735e+07 nChanged 6660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20421 members 
Mstep: Class 2 contains 63642 members 
Entering Unmasked Estep 
Score: -10682759.000000 Penalty: 5624.303711
	Iteration 6F: 3 clusters Score -1.068276e+07 nChanged 6095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14732 members 
Mstep: Class 2 contains 69331 members 
Entering Unmasked Estep 
Score: -10688402.000000 Penalty: 5624.303711
	Iteration 7F: 3 clusters Score -1.06884e+07 nChanged 4469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10519 members 
Mstep: Class 2 contains 73544 members 
Entering Unmasked Estep 
Score: -10693070.000000 Penalty: 5624.303711
	Iteration 8F: 3 clusters Score -1.069307e+07 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 75892 members 
Entering Unmasked Estep 
Score: -10695903.000000 Penalty: 5624.303711
	Iteration 9Q: 3 clusters Score -1.06959e+07 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 77145 members 
Entering Unmasked Estep 
Score: -10697353.000000 Penalty: 5624.303711
	Iteration 10Q: 3 clusters Score -1.069735e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 77920 members 
Entering Unmasked Estep 
Score: -10698257.000000 Penalty: 5624.303711
	Iteration 11Q: 3 clusters Score -1.069826e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 78482 members 
Entering Unmasked Estep 
Score: -10698832.000000 Penalty: 5624.303711
	Iteration 12Q: 3 clusters Score -1.069883e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 78907 members 
Entering Unmasked Estep 
Score: -10699227.000000 Penalty: 5624.303711
	Iteration 13Q: 3 clusters Score -1.069923e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 79185 members 
Entering Unmasked Estep 
Score: -10699456.000000 Penalty: 5624.303711
	Iteration 14Q: 3 clusters Score -1.069946e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 79401 members 
Entering Unmasked Estep 
Score: -10699567.000000 Penalty: 5624.303711
	Iteration 15Q: 3 clusters Score -1.069957e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 79560 members 
Entering Unmasked Estep 
Score: -10699667.000000 Penalty: 5624.303711
	Iteration 16Q: 3 clusters Score -1.069967e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 79696 members 
Entering Unmasked Estep 
Score: -10699752.000000 Penalty: 5624.303711
	Iteration 17Q: 3 clusters Score -1.069975e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 79801 members 
Entering Unmasked Estep 
Score: -10699775.000000 Penalty: 5624.303711
	Iteration 18Q: 3 clusters Score -1.069978e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 79892 members 
Entering Unmasked Estep 
Score: -10699810.000000 Penalty: 5624.303711
	Iteration 19Q: 3 clusters Score -1.069981e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 79964 members 
Entering Unmasked Estep 
Score: -10699789.000000 Penalty: 5624.303711
	Iteration 20F: 3 clusters Score -1.069979e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 80018 members 
Entering Unmasked Estep 
Score: -10699832.000000 Penalty: 5624.303711
	Iteration 21Q: 3 clusters Score -1.069983e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 80057 members 
Entering Unmasked Estep 
Score: -10699846.000000 Penalty: 5624.303711
	Iteration 22Q: 3 clusters Score -1.069985e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 80091 members 
Entering Unmasked Estep 
Score: -10699836.000000 Penalty: 5624.303711
	Iteration 23Q: 3 clusters Score -1.069984e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 80118 members 
Entering Unmasked Estep 
Score: -10699867.000000 Penalty: 5624.303711
	Iteration 24Q: 3 clusters Score -1.069987e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 80143 members 
Entering Unmasked Estep 
Score: -10699866.000000 Penalty: 5624.303711
	Iteration 25Q: 3 clusters Score -1.069987e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 80167 members 
Entering Unmasked Estep 
Score: -10699881.000000 Penalty: 5624.303711
	Iteration 26Q: 3 clusters Score -1.069988e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 80196 members 
Entering Unmasked Estep 
Score: -10699892.000000 Penalty: 5624.303711
	Iteration 27Q: 3 clusters Score -1.069989e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 80217 members 
Entering Unmasked Estep 
Score: -10699888.000000 Penalty: 5624.303711
	Iteration 28Q: 3 clusters Score -1.069989e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 80234 members 
Entering Unmasked Estep 
Score: -10699902.000000 Penalty: 5624.303711
	Iteration 29Q: 3 clusters Score -1.06999e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 80255 members 
Entering Unmasked Estep 
Score: -10699909.000000 Penalty: 5624.303711
	Iteration 30Q: 3 clusters Score -1.069991e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 80282 members 
Entering Unmasked Estep 
Score: -10699927.000000 Penalty: 5624.303711
	Iteration 31Q: 3 clusters Score -1.069993e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 80312 members 
Entering Unmasked Estep 
Score: -10699926.000000 Penalty: 5624.303711
	Iteration 32Q: 3 clusters Score -1.069993e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 80337 members 
Entering Unmasked Estep 
Score: -10699926.000000 Penalty: 5624.303711
	Iteration 33Q: 3 clusters Score -1.069993e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 80354 members 
Entering Unmasked Estep 
Score: -10699922.000000 Penalty: 5624.303711
	Iteration 34Q: 3 clusters Score -1.069992e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 80367 members 
Entering Unmasked Estep 
Score: -10699925.000000 Penalty: 5624.303711
	Iteration 35Q: 3 clusters Score -1.069992e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 80392 members 
Entering Unmasked Estep 
Score: -10699944.000000 Penalty: 5624.303711
	Iteration 36Q: 3 clusters Score -1.069994e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 80417 members 
Entering Unmasked Estep 
Score: -10699953.000000 Penalty: 5624.303711
	Iteration 37Q: 3 clusters Score -1.069995e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 80433 members 
Entering Unmasked Estep 
Score: -10699934.000000 Penalty: 5624.303711
	Iteration 38Q: 3 clusters Score -1.069993e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 80452 members 
Entering Unmasked Estep 
Score: -10699950.000000 Penalty: 5624.303711
	Iteration 39Q: 3 clusters Score -1.069995e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 80465 members 
Entering Unmasked Estep 
Score: -10699940.000000 Penalty: 5624.303711
	Iteration 40F: 3 clusters Score -1.069994e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 80482 members 
Entering Unmasked Estep 
Score: -10699956.000000 Penalty: 5624.303711
	Iteration 41Q: 3 clusters Score -1.069996e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 80494 members 
Entering Unmasked Estep 
Score: -10699951.000000 Penalty: 5624.303711
	Iteration 42Q: 3 clusters Score -1.069995e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 80500 members 
Entering Unmasked Estep 
Score: -10699958.000000 Penalty: 5624.303711
	Iteration 43Q: 3 clusters Score -1.069996e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 80505 members 
Entering Unmasked Estep 
Score: -10699956.000000 Penalty: 5624.303711
	Iteration 44Q: 3 clusters Score -1.069996e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 80506 members 
Entering Unmasked Estep 
Score: -10699957.000000 Penalty: 5624.303711
	Iteration 45Q: 3 clusters Score -1.069996e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 80507 members 
Entering Unmasked Estep 
Score: -10699951.000000 Penalty: 5624.303711
	Iteration 46Q: 3 clusters Score -1.069995e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 80509 members 
Entering Unmasked Estep 
Score: -10699958.000000 Penalty: 5624.303711
	Iteration 47Q: 3 clusters Score -1.069996e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 80515 members 
Entering Unmasked Estep 
Score: -10699941.000000 Penalty: 5624.303711
	Iteration 48Q: 3 clusters Score -1.069994e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 80521 members 
Entering Unmasked Estep 
Score: -10699940.000000 Penalty: 5624.303711
	Iteration 49Q: 3 clusters Score -1.069994e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 80525 members 
Entering Unmasked Estep 
Score: -10699941.000000 Penalty: 5624.303711
	Iteration 50Q: 3 clusters Score -1.069994e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 80527 members 
Entering Unmasked Estep 
Score: -10699951.000000 Penalty: 5624.303711
	Iteration 51Q: 3 clusters Score -1.069995e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 80529 members 
Entering Unmasked Estep 
Score: -10699953.000000 Penalty: 5624.303711
	Iteration 52Q: 3 clusters Score -1.069995e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 80530 members 
Entering Unmasked Estep 
Score: -10699957.000000 Penalty: 5624.303711
	Iteration 53Q: 3 clusters Score -1.069996e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 80532 members 
Entering Unmasked Estep 
Score: -10699955.000000 Penalty: 5624.303711
	Iteration 54Q: 3 clusters Score -1.069996e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 80532 members 
Entering Unmasked Estep 
Score: -10699955.000000 Penalty: 5624.303711
	Iteration 55F: 3 clusters Score -1.069996e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 469 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 54739 members 
Mstep: Class 3 contains 7827 members 
Mstep: Class 4 contains 29366 members 
Mstep: Class 5 contains 10735 members 
Mstep: Class 6 contains 7006 members 
Mstep: Class 7 contains 25313 members 
Mstep: Class 9 contains 69319 members 
Mstep: Class 10 contains 6007 members 
Mstep: Class 11 contains 36611 members 
Mstep: Class 12 contains 28498 members 
Mstep: Class 13 contains 179002 members 
Mstep: Class 14 contains 38588 members 
Mstep: Class 15 contains 16425 members 
Mstep: Class 16 contains 51610 members 
Mstep: Class 17 contains 20248 members 
Mstep: Class 18 contains 202507 members 
Mstep: Class 19 contains 84063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147309648.000000 Penalty: 104070.656250
Iteration 39Q: 31 clusters Score -1.473096e+08 nChanged 51569
Entering Unmasked Mstep 
Mstep: Class 0 contains 471 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 57067 members 
Mstep: Class 3 contains 7926 members 
Mstep: Class 4 contains 29563 members 
Mstep: Class 5 contains 10964 members 
Mstep: Class 6 contains 7222 members 
Mstep: Class 7 contains 25941 members 
Mstep: Class 8 contains 1533 members 
Mstep: Class 9 contains 70593 members 
Mstep: Class 10 contains 6266 members 
Mstep: Class 11 contains 37171 members 
Mstep: Class 12 contains 28109 members 
Mstep: Class 13 contains 188259 members 
Mstep: Class 14 contains 38343 members 
Mstep: Class 15 contains 16430 members 
Mstep: Class 16 contains 51418 members 
Mstep: Class 17 contains 21673 members 
Mstep: Class 18 contains 200340 members 
Mstep: Class 19 contains 79101 members 
Mstep: Class 20 contains 11548 members 
Mstep: Class 21 contains 8599 members 
Mstep: Class 22 contains 10066 members 
Mstep: Class 23 contains 9941 members 
Mstep: Class 24 contains 12564 members 
Mstep: Class 25 contains 3634 members 
Mstep: Class 26 contains 182211 members 
Mstep: Class 27 contains 3551 members 
Mstep: Class 28 contains 4170 members 
Mstep: Class 29 contains 54208 members 
Mstep: Class 30 contains 8089 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147347008.000000 Penalty: 104070.656250
Iteration 40F: 31 clusters Score -1.47347e+08 nChanged 36779
Entering Unmasked Mstep 
Mstep: Class 0 contains 280 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 56511 members 
Mstep: Class 3 contains 7933 members 
Mstep: Class 4 contains 29143 members 
Mstep: Class 5 contains 10847 members 
Mstep: Class 6 contains 7041 members 
Mstep: Class 7 contains 26144 members 
Mstep: Class 8 contains 2106 members 
Mstep: Class 9 contains 68684 members 
Mstep: Class 10 contains 5706 members 
Mstep: Class 11 contains 36990 members 
Mstep: Class 12 contains 27705 members 
Mstep: Class 13 contains 194035 members 
Mstep: Class 14 contains 38642 members 
Mstep: Class 15 contains 15858 members 
Mstep: Class 16 contains 51254 members 
Mstep: Class 17 contains 21315 members 
Mstep: Class 18 contains 195874 members 
Mstep: Class 19 contains 74679 members 
Mstep: Class 20 contains 12087 members 
Mstep: Class 21 contains 9987 members 
Mstep: Class 22 contains 10221 members 
Mstep: Class 23 contains 10316 members 
Mstep: Class 24 contains 13608 members 
Mstep: Class 25 contains 4108 members 
Mstep: Class 26 contains 186958 members 
Mstep: Class 27 contains 3818 members 
Mstep: Class 28 contains 4170 members 
Mstep: Class 29 contains 52724 members 
Mstep: Class 30 contains 8024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147361152.000000 Penalty: 104070.656250
Iteration 41Q: 31 clusters Score -1.473612e+08 nChanged 21037
Entering Unmasked Mstep 
Mstep: Class 0 contains 266 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 56317 members 
Mstep: Class 3 contains 8010 members 
Mstep: Class 4 contains 28869 members 
Mstep: Class 5 contains 10841 members 
Mstep: Class 6 contains 7000 members 
Mstep: Class 7 contains 26400 members 
Mstep: Class 8 contains 2419 members 
Mstep: Class 9 contains 67518 members 
Mstep: Class 10 contains 5357 members 
Mstep: Class 11 contains 37053 members 
Mstep: Class 12 contains 27346 members 
Mstep: Class 13 contains 198735 members 
Mstep: Class 14 contains 38956 members 
Mstep: Class 15 contains 15546 members 
Mstep: Class 16 contains 51315 members 
Mstep: Class 17 contains 20787 members 
Mstep: Class 18 contains 192553 members 
Mstep: Class 19 contains 71790 members 
Mstep: Class 20 contains 12306 members 
Mstep: Class 21 contains 10999 members 
Mstep: Class 22 contains 10230 members 
Mstep: Class 23 contains 10588 members 
Mstep: Class 24 contains 14290 members 
Mstep: Class 25 contains 4387 members 
Mstep: Class 26 contains 189182 members 
Mstep: Class 27 contains 4023 members 
Mstep: Class 28 contains 4170 members 
Mstep: Class 29 contains 51534 members 
Mstep: Class 30 contains 7974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147366240.000000 Penalty: 104070.656250
Iteration 42Q: 31 clusters Score -1.473662e+08 nChanged 15436
Entering Unmasked Mstep 
Mstep: Class 0 contains 266 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 56086 members 
Mstep: Class 3 contains 8083 members 
Mstep: Class 4 contains 28678 members 
Mstep: Class 5 contains 10848 members 
Mstep: Class 6 contains 6999 members 
Mstep: Class 7 contains 26649 members 
Mstep: Class 8 contains 2647 members 
Mstep: Class 9 contains 66707 members 
Mstep: Class 10 contains 5054 members 
Mstep: Class 11 contains 37235 members 
Mstep: Class 12 contains 26999 members 
Mstep: Class 13 contains 202457 members 
Mstep: Class 14 contains 39303 members 
Mstep: Class 15 contains 15322 members 
Mstep: Class 16 contains 51403 members 
Mstep: Class 17 contains 20244 members 
Mstep: Class 18 contains 189940 members 
Mstep: Class 19 contains 69713 members 
Mstep: Class 20 contains 12402 members 
Mstep: Class 21 contains 11746 members 
Mstep: Class 22 contains 10279 members 
Mstep: Class 23 contains 10766 members 
Mstep: Class 24 contains 14758 members 
Mstep: Class 25 contains 4665 members 
Mstep: Class 26 contains 190530 members 
Mstep: Class 27 contains 4217 members 
Mstep: Class 28 contains 4169 members 
Mstep: Class 29 contains 50647 members 
Mstep: Class 30 contains 7953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147368528.000000 Penalty: 104070.656250
Iteration 43Q: 31 clusters Score -1.473685e+08 nChanged 12045
Entering Unmasked Mstep 
Mstep: Class 0 contains 266 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 55858 members 
Mstep: Class 3 contains 8158 members 
Mstep: Class 4 contains 28559 members 
Mstep: Class 5 contains 10839 members 
Mstep: Class 6 contains 7018 members 
Mstep: Class 7 contains 26876 members 
Mstep: Class 8 contains 2773 members 
Mstep: Class 9 contains 66085 members 
Mstep: Class 10 contains 4786 members 
Mstep: Class 11 contains 37381 members 
Mstep: Class 12 contains 26708 members 
Mstep: Class 13 contains 205205 members 
Mstep: Class 14 contains 39665 members 
Mstep: Class 15 contains 15194 members 
Mstep: Class 16 contains 51513 members 
Mstep: Class 17 contains 19676 members 
Mstep: Class 18 contains 187973 members 
Mstep: Class 19 contains 68193 members 
Mstep: Class 20 contains 12494 members 
Mstep: Class 21 contains 12317 members 
Mstep: Class 22 contains 10373 members 
Mstep: Class 23 contains 10832 members 
Mstep: Class 24 contains 15086 members 
Mstep: Class 25 contains 5005 members 
Mstep: Class 26 contains 191473 members 
Mstep: Class 27 contains 4386 members 
Mstep: Class 28 contains 4169 members 
Mstep: Class 29 contains 49940 members 
Mstep: Class 30 contains 7961 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147369808.000000 Penalty: 104070.656250
Iteration 44Q: 31 clusters Score -1.473698e+08 nChanged 9545
Entering Unmasked Mstep 
Mstep: Class 0 contains 266 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 55663 members 
Mstep: Class 3 contains 8219 members 
Mstep: Class 4 contains 28472 members 
Mstep: Class 5 contains 10814 members 
Mstep: Class 6 contains 7032 members 
Mstep: Class 7 contains 27074 members 
Mstep: Class 8 contains 2868 members 
Mstep: Class 9 contains 65621 members 
Mstep: Class 10 contains 4534 members 
Mstep: Class 11 contains 37540 members 
Mstep: Class 12 contains 26451 members 
Mstep: Class 13 contains 207330 members 
Mstep: Class 14 contains 40069 members 
Mstep: Class 15 contains 15102 members 
Mstep: Class 16 contains 51604 members 
Mstep: Class 17 contains 19145 members 
Mstep: Class 18 contains 186496 members 
Mstep: Class 19 contains 67027 members 
Mstep: Class 20 contains 12529 members 
Mstep: Class 21 contains 12744 members 
Mstep: Class 22 contains 10493 members 
Mstep: Class 23 contains 10856 members 
Mstep: Class 24 contains 15392 members 
Mstep: Class 25 contains 5307 members 
Mstep: Class 26 contains 192075 members 
Mstep: Class 27 contains 4526 members 
Mstep: Class 28 contains 4169 members 
Mstep: Class 29 contains 49369 members 
Mstep: Class 30 contains 7977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147369824.000000 Penalty: 104070.656250
Iteration 45Q: 31 clusters Score -1.473698e+08 nChanged 7760
Entering Unmasked Mstep 
Mstep: Class 0 contains 266 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 55533 members 
Mstep: Class 3 contains 8287 members 
Mstep: Class 4 contains 28408 members 
Mstep: Class 5 contains 10758 members 
Mstep: Class 6 contains 7036 members 
Mstep: Class 7 contains 27225 members 
Mstep: Class 8 contains 2922 members 
Mstep: Class 9 contains 65245 members 
Mstep: Class 10 contains 4326 members 
Mstep: Class 11 contains 37713 members 
Mstep: Class 12 contains 26259 members 
Mstep: Class 13 contains 208834 members 
Mstep: Class 14 contains 40490 members 
Mstep: Class 15 contains 15050 members 
Mstep: Class 16 contains 51623 members 
Mstep: Class 17 contains 18594 members 
Mstep: Class 18 contains 185408 members 
Mstep: Class 19 contains 66201 members 
Mstep: Class 20 contains 12531 members 
Mstep: Class 21 contains 13078 members 
Mstep: Class 22 contains 10629 members 
Mstep: Class 23 contains 10847 members 
Mstep: Class 24 contains 15622 members 
Mstep: Class 25 contains 5576 members 
Mstep: Class 26 contains 192585 members 
Mstep: Class 27 contains 4630 members 
Mstep: Class 28 contains 4169 members 
Mstep: Class 29 contains 48896 members 
Mstep: Class 30 contains 8024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147370304.000000 Penalty: 104070.656250
Iteration 46Q: 31 clusters Score -1.473703e+08 nChanged 6484
Entering Unmasked Mstep 
Mstep: Class 0 contains 266 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 55378 members 
Mstep: Class 3 contains 8327 members 
Mstep: Class 4 contains 28353 members 
Mstep: Class 5 contains 10733 members 
Mstep: Class 6 contains 7027 members 
Mstep: Class 7 contains 27378 members 
Mstep: Class 8 contains 2970 members 
Mstep: Class 9 contains 64950 members 
Mstep: Class 10 contains 4151 members 
Mstep: Class 11 contains 37879 members 
Mstep: Class 12 contains 26100 members 
Mstep: Class 13 contains 209954 members 
Mstep: Class 14 contains 40917 members 
Mstep: Class 15 contains 15001 members 
Mstep: Class 16 contains 51586 members 
Mstep: Class 17 contains 18101 members 
Mstep: Class 18 contains 184535 members 
Mstep: Class 19 contains 65567 members 
Mstep: Class 20 contains 12547 members 
Mstep: Class 21 contains 13337 members 
Mstep: Class 22 contains 10757 members 
Mstep: Class 23 contains 10833 members 
Mstep: Class 24 contains 15848 members 
Mstep: Class 25 contains 5787 members 
Mstep: Class 26 contains 193022 members 
Mstep: Class 27 contains 4734 members 
Mstep: Class 28 contains 4169 members 
Mstep: Class 29 contains 48473 members 
Mstep: Class 30 contains 8083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147370176.000000 Penalty: 104070.656250
Iteration 47Q: 31 clusters Score -1.473702e+08 nChanged 5435
Entering Unmasked Mstep 
Mstep: Class 0 contains 266 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 55219 members 
Mstep: Class 3 contains 8371 members 
Mstep: Class 4 contains 28306 members 
Mstep: Class 5 contains 10696 members 
Mstep: Class 6 contains 7015 members 
Mstep: Class 7 contains 27535 members 
Mstep: Class 8 contains 3010 members 
Mstep: Class 9 contains 64694 members 
Mstep: Class 10 contains 4001 members 
Mstep: Class 11 contains 38035 members 
Mstep: Class 12 contains 25952 members 
Mstep: Class 13 contains 210799 members 
Mstep: Class 14 contains 41279 members 
Mstep: Class 15 contains 14961 members 
Mstep: Class 16 contains 51556 members 
Mstep: Class 17 contains 17741 members 
Mstep: Class 18 contains 183797 members 
Mstep: Class 19 contains 65100 members 
Mstep: Class 20 contains 12532 members 
Mstep: Class 21 contains 13535 members 
Mstep: Class 22 contains 10915 members 
Mstep: Class 23 contains 10812 members 
Mstep: Class 24 contains 16058 members 
Mstep: Class 25 contains 5956 members 
Mstep: Class 26 contains 193367 members 
Mstep: Class 27 contains 4826 members 
Mstep: Class 28 contains 4168 members 
Mstep: Class 29 contains 48140 members 
Mstep: Class 30 contains 8120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147371088.000000 Penalty: 104070.656250
Iteration 48Q: 31 clusters Score -1.473711e+08 nChanged 4366
Entering Unmasked Mstep 
Mstep: Class 0 contains 266 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 55138 members 
Mstep: Class 3 contains 8412 members 
Mstep: Class 4 contains 28263 members 
Mstep: Class 5 contains 10644 members 
Mstep: Class 6 contains 7004 members 
Mstep: Class 7 contains 27637 members 
Mstep: Class 8 contains 3028 members 
Mstep: Class 9 contains 64479 members 
Mstep: Class 10 contains 3887 members 
Mstep: Class 11 contains 38163 members 
Mstep: Class 12 contains 25829 members 
Mstep: Class 13 contains 211407 members 
Mstep: Class 14 contains 41580 members 
Mstep: Class 15 contains 14944 members 
Mstep: Class 16 contains 51532 members 
Mstep: Class 17 contains 17460 members 
Mstep: Class 18 contains 183252 members 
Mstep: Class 19 contains 64726 members 
Mstep: Class 20 contains 12521 members 
Mstep: Class 21 contains 13720 members 
Mstep: Class 22 contains 11045 members 
Mstep: Class 23 contains 10807 members 
Mstep: Class 24 contains 16230 members 
Mstep: Class 25 contains 6092 members 
Mstep: Class 26 contains 193631 members 
Mstep: Class 27 contains 4888 members 
Mstep: Class 28 contains 4168 members 
Mstep: Class 29 contains 47865 members 
Mstep: Class 30 contains 8144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147370480.000000 Penalty: 104070.656250
Iteration 49Q: 31 clusters Score -1.473705e+08 nChanged 3549
Entering Unmasked Mstep 
Mstep: Class 0 contains 266 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 55048 members 
Mstep: Class 3 contains 8441 members 
Mstep: Class 4 contains 28237 members 
Mstep: Class 5 contains 10575 members 
Mstep: Class 6 contains 6991 members 
Mstep: Class 7 contains 27707 members 
Mstep: Class 8 contains 3051 members 
Mstep: Class 9 contains 64311 members 
Mstep: Class 10 contains 3794 members 
Mstep: Class 11 contains 38274 members 
Mstep: Class 12 contains 25731 members 
Mstep: Class 13 contains 211827 members 
Mstep: Class 14 contains 41866 members 
Mstep: Class 15 contains 14919 members 
Mstep: Class 16 contains 51520 members 
Mstep: Class 17 contains 17210 members 
Mstep: Class 18 contains 182832 members 
Mstep: Class 19 contains 64456 members 
Mstep: Class 20 contains 12514 members 
Mstep: Class 21 contains 13871 members 
Mstep: Class 22 contains 11161 members 
Mstep: Class 23 contains 10785 members 
Mstep: Class 24 contains 16379 members 
Mstep: Class 25 contains 6214 members 
Mstep: Class 26 contains 193861 members 
Mstep: Class 27 contains 4924 members 
Mstep: Class 28 contains 4168 members 
Mstep: Class 29 contains 47667 members 
Mstep: Class 30 contains 8161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147370576.000000 Penalty: 104070.656250
Iteration 50Q: 31 clusters Score -1.473706e+08 nChanged 3046
Entering Unmasked Mstep 
Mstep: Class 0 contains 266 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 54977 members 
Mstep: Class 3 contains 8460 members 
Mstep: Class 4 contains 28219 members 
Mstep: Class 5 contains 10520 members 
Mstep: Class 6 contains 6973 members 
Mstep: Class 7 contains 27761 members 
Mstep: Class 8 contains 3056 members 
Mstep: Class 9 contains 64183 members 
Mstep: Class 10 contains 3715 members 
Mstep: Class 11 contains 38374 members 
Mstep: Class 12 contains 25636 members 
Mstep: Class 13 contains 212102 members 
Mstep: Class 14 contains 42163 members 
Mstep: Class 15 contains 14915 members 
Mstep: Class 16 contains 51495 members 
Mstep: Class 17 contains 16960 members 
Mstep: Class 18 contains 182496 members 
Mstep: Class 19 contains 64245 members 
Mstep: Class 20 contains 12495 members 
Mstep: Class 21 contains 14001 members 
Mstep: Class 22 contains 11288 members 
Mstep: Class 23 contains 10762 members 
Mstep: Class 24 contains 16514 members 
Mstep: Class 25 contains 6299 members 
Mstep: Class 26 contains 194090 members 
Mstep: Class 27 contains 4964 members 
Mstep: Class 28 contains 4168 members 
Mstep: Class 29 contains 47484 members 
Mstep: Class 30 contains 8179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147370896.000000 Penalty: 104070.656250
Iteration 51Q: 31 clusters Score -1.473709e+08 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 266 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 54918 members 
Mstep: Class 3 contains 8481 members 
Mstep: Class 4 contains 28203 members 
Mstep: Class 5 contains 10464 members 
Mstep: Class 6 contains 6955 members 
Mstep: Class 7 contains 27815 members 
Mstep: Class 8 contains 3069 members 
Mstep: Class 9 contains 64077 members 
Mstep: Class 10 contains 3652 members 
Mstep: Class 11 contains 38448 members 
Mstep: Class 12 contains 25550 members 
Mstep: Class 13 contains 212304 members 
Mstep: Class 14 contains 42425 members 
Mstep: Class 15 contains 14904 members 
Mstep: Class 16 contains 51483 members 
Mstep: Class 17 contains 16747 members 
Mstep: Class 18 contains 182236 members 
Mstep: Class 19 contains 64084 members 
Mstep: Class 20 contains 12477 members 
Mstep: Class 21 contains 14112 members 
Mstep: Class 22 contains 11410 members 
Mstep: Class 23 contains 10734 members 
Mstep: Class 24 contains 16620 members 
Mstep: Class 25 contains 6363 members 
Mstep: Class 26 contains 194276 members 
Mstep: Class 27 contains 5004 members 
Mstep: Class 28 contains 4168 members 
Mstep: Class 29 contains 47334 members 
Mstep: Class 30 contains 8184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147370640.000000 Penalty: 104070.656250
Iteration 52Q: 31 clusters Score -1.473706e+08 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 266 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 54871 members 
Mstep: Class 3 contains 8502 members 
Mstep: Class 4 contains 28187 members 
Mstep: Class 5 contains 10407 members 
Mstep: Class 6 contains 6945 members 
Mstep: Class 7 contains 27852 members 
Mstep: Class 8 contains 3079 members 
Mstep: Class 9 contains 63986 members 
Mstep: Class 10 contains 3611 members 
Mstep: Class 11 contains 38561 members 
Mstep: Class 12 contains 25477 members 
Mstep: Class 13 contains 212454 members 
Mstep: Class 14 contains 42657 members 
Mstep: Class 15 contains 14891 members 
Mstep: Class 16 contains 51457 members 
Mstep: Class 17 contains 16584 members 
Mstep: Class 18 contains 181984 members 
Mstep: Class 19 contains 63960 members 
Mstep: Class 20 contains 12472 members 
Mstep: Class 21 contains 14196 members 
Mstep: Class 22 contains 11489 members 
Mstep: Class 23 contains 10712 members 
Mstep: Class 24 contains 16712 members 
Mstep: Class 25 contains 6416 members 
Mstep: Class 26 contains 194435 members 
Mstep: Class 27 contains 5029 members 
Mstep: Class 28 contains 4168 members 
Mstep: Class 29 contains 47216 members 
Mstep: Class 30 contains 8185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147370512.000000 Penalty: 104070.656250
Iteration 53Q: 31 clusters Score -1.473705e+08 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 266 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 54818 members 
Mstep: Class 3 contains 8521 members 
Mstep: Class 4 contains 28168 members 
Mstep: Class 5 contains 10365 members 
Mstep: Class 6 contains 6945 members 
Mstep: Class 7 contains 27877 members 
Mstep: Class 8 contains 3078 members 
Mstep: Class 9 contains 63907 members 
Mstep: Class 10 contains 3581 members 
Mstep: Class 11 contains 38663 members 
Mstep: Class 12 contains 25410 members 
Mstep: Class 13 contains 212577 members 
Mstep: Class 14 contains 42887 members 
Mstep: Class 15 contains 14894 members 
Mstep: Class 16 contains 51437 members 
Mstep: Class 17 contains 16423 members 
Mstep: Class 18 contains 181788 members 
Mstep: Class 19 contains 63875 members 
Mstep: Class 20 contains 12464 members 
Mstep: Class 21 contains 14250 members 
Mstep: Class 22 contains 11551 members 
Mstep: Class 23 contains 10694 members 
Mstep: Class 24 contains 16806 members 
Mstep: Class 25 contains 6440 members 
Mstep: Class 26 contains 194546 members 
Mstep: Class 27 contains 5049 members 
Mstep: Class 28 contains 4168 members 
Mstep: Class 29 contains 47122 members 
Mstep: Class 30 contains 8192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147370256.000000 Penalty: 104070.656250
Iteration 54Q: 31 clusters Score -1.473703e+08 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 266 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 54737 members 
Mstep: Class 3 contains 8540 members 
Mstep: Class 4 contains 28149 members 
Mstep: Class 5 contains 10318 members 
Mstep: Class 6 contains 6938 members 
Mstep: Class 7 contains 27896 members 
Mstep: Class 8 contains 3092 members 
Mstep: Class 9 contains 63853 members 
Mstep: Class 10 contains 3559 members 
Mstep: Class 11 contains 38753 members 
Mstep: Class 12 contains 25356 members 
Mstep: Class 13 contains 212677 members 
Mstep: Class 14 contains 43068 members 
Mstep: Class 15 contains 14881 members 
Mstep: Class 16 contains 51433 members 
Mstep: Class 17 contains 16273 members 
Mstep: Class 18 contains 181635 members 
Mstep: Class 19 contains 63808 members 
Mstep: Class 20 contains 12443 members 
Mstep: Class 21 contains 14313 members 
Mstep: Class 22 contains 11619 members 
Mstep: Class 23 contains 10677 members 
Mstep: Class 24 contains 16914 members 
Mstep: Class 25 contains 6455 members 
Mstep: Class 26 contains 194644 members 
Mstep: Class 27 contains 5066 members 
Mstep: Class 28 contains 4168 members 
Mstep: Class 29 contains 47034 members 
Mstep: Class 30 contains 8199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147370288.000000 Penalty: 104070.656250
Iteration 55Q: 31 clusters Score -1.473703e+08 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 266 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 54683 members 
Mstep: Class 3 contains 8557 members 
Mstep: Class 4 contains 28125 members 
Mstep: Class 5 contains 10284 members 
Mstep: Class 6 contains 6933 members 
Mstep: Class 7 contains 27916 members 
Mstep: Class 8 contains 3099 members 
Mstep: Class 9 contains 63818 members 
Mstep: Class 10 contains 3537 members 
Mstep: Class 11 contains 38852 members 
Mstep: Class 12 contains 25306 members 
Mstep: Class 13 contains 212737 members 
Mstep: Class 14 contains 43227 members 
Mstep: Class 15 contains 14873 members 
Mstep: Class 16 contains 51426 members 
Mstep: Class 17 contains 16141 members 
Mstep: Class 18 contains 181519 members 
Mstep: Class 19 contains 63751 members 
Mstep: Class 20 contains 12425 members 
Mstep: Class 21 contains 14360 members 
Mstep: Class 22 contains 11687 members 
Mstep: Class 23 contains 10655 members 
Mstep: Class 24 contains 16994 members 
Mstep: Class 25 contains 6470 members 
Mstep: Class 26 contains 194720 members 
Mstep: Class 27 contains 5085 members 
Mstep: Class 28 contains 4168 members 
Mstep: Class 29 contains 46944 members 
Mstep: Class 30 contains 8206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147369952.000000 Penalty: 104070.656250
Iteration 56Q: 31 clusters Score -1.4737e+08 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 266 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 54672 members 
Mstep: Class 3 contains 8562 members 
Mstep: Class 4 contains 28095 members 
Mstep: Class 5 contains 10241 members 
Mstep: Class 6 contains 6925 members 
Mstep: Class 7 contains 27939 members 
Mstep: Class 8 contains 3109 members 
Mstep: Class 9 contains 63784 members 
Mstep: Class 10 contains 3527 members 
Mstep: Class 11 contains 38936 members 
Mstep: Class 12 contains 25260 members 
Mstep: Class 13 contains 212788 members 
Mstep: Class 14 contains 43348 members 
Mstep: Class 15 contains 14863 members 
Mstep: Class 16 contains 51408 members 
Mstep: Class 17 contains 16007 members 
Mstep: Class 18 contains 181438 members 
Mstep: Class 19 contains 63709 members 
Mstep: Class 20 contains 12424 members 
Mstep: Class 21 contains 14396 members 
Mstep: Class 22 contains 11740 members 
Mstep: Class 23 contains 10643 members 
Mstep: Class 24 contains 17061 members 
Mstep: Class 25 contains 6496 members 
Mstep: Class 26 contains 194776 members 
Mstep: Class 27 contains 5101 members 
Mstep: Class 28 contains 4168 members 
Mstep: Class 29 contains 46866 members 
Mstep: Class 30 contains 8217 members 
Entering Unmasked Estep 
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Iteration 57Q: 31 clusters Score -1.473698e+08 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 266 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 54654 members 
Mstep: Class 3 contains 8560 members 
Mstep: Class 4 contains 28078 members 
Mstep: Class 5 contains 10210 members 
Mstep: Class 6 contains 6914 members 
Mstep: Class 7 contains 27961 members 
Mstep: Class 8 contains 3117 members 
Mstep: Class 9 contains 63756 members 
Mstep: Class 10 contains 3523 members 
Mstep: Class 11 contains 39011 members 
Mstep: Class 12 contains 25221 members 
Mstep: Class 13 contains 212827 members 
Mstep: Class 14 contains 43474 members 
Mstep: Class 15 contains 14855 members 
Mstep: Class 16 contains 51385 members 
Mstep: Class 17 contains 15895 members 
Mstep: Class 18 contains 181359 members 
Mstep: Class 19 contains 63670 members 
Mstep: Class 20 contains 12414 members 
Mstep: Class 21 contains 14419 members 
Mstep: Class 22 contains 11815 members 
Mstep: Class 23 contains 10624 members 
Mstep: Class 24 contains 17133 members 
Mstep: Class 25 contains 6513 members 
Mstep: Class 26 contains 194832 members 
Mstep: Class 27 contains 5110 members 
Mstep: Class 28 contains 4168 members 
Mstep: Class 29 contains 46778 members 
Mstep: Class 30 contains 8223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147369360.000000 Penalty: 104070.656250
Iteration 58Q: 31 clusters Score -1.473694e+08 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 266 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 54641 members 
Mstep: Class 3 contains 8562 members 
Mstep: Class 4 contains 28067 members 
Mstep: Class 5 contains 10172 members 
Mstep: Class 6 contains 6903 members 
Mstep: Class 7 contains 27983 members 
Mstep: Class 8 contains 3128 members 
Mstep: Class 9 contains 63727 members 
Mstep: Class 10 contains 3524 members 
Mstep: Class 11 contains 39074 members 
Mstep: Class 12 contains 25193 members 
Mstep: Class 13 contains 212871 members 
Mstep: Class 14 contains 43571 members 
Mstep: Class 15 contains 14842 members 
Mstep: Class 16 contains 51365 members 
Mstep: Class 17 contains 15798 members 
Mstep: Class 18 contains 181265 members 
Mstep: Class 19 contains 63640 members 
Mstep: Class 20 contains 12402 members 
Mstep: Class 21 contains 14464 members 
Mstep: Class 22 contains 11879 members 
Mstep: Class 23 contains 10604 members 
Mstep: Class 24 contains 17197 members 
Mstep: Class 25 contains 6525 members 
Mstep: Class 26 contains 194896 members 
Mstep: Class 27 contains 5118 members 
Mstep: Class 28 contains 4168 members 
Mstep: Class 29 contains 46699 members 
Mstep: Class 30 contains 8220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147369840.000000 Penalty: 104070.656250
Iteration 59Q: 31 clusters Score -1.473698e+08 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 266 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 54597 members 
Mstep: Class 3 contains 8561 members 
Mstep: Class 4 contains 28058 members 
Mstep: Class 5 contains 10150 members 
Mstep: Class 6 contains 6893 members 
Mstep: Class 7 contains 27992 members 
Mstep: Class 8 contains 3125 members 
Mstep: Class 9 contains 63701 members 
Mstep: Class 10 contains 3538 members 
Mstep: Class 11 contains 39124 members 
Mstep: Class 12 contains 25166 members 
Mstep: Class 13 contains 212902 members 
Mstep: Class 14 contains 43668 members 
Mstep: Class 15 contains 14846 members 
Mstep: Class 16 contains 51367 members 
Mstep: Class 17 contains 15698 members 
Mstep: Class 18 contains 181174 members 
Mstep: Class 19 contains 63616 members 
Mstep: Class 20 contains 12387 members 
Mstep: Class 21 contains 14496 members 
Mstep: Class 22 contains 11919 members 
Mstep: Class 23 contains 10591 members 
Mstep: Class 24 contains 17255 members 
Mstep: Class 25 contains 6536 members 
Mstep: Class 26 contains 194966 members 
Mstep: Class 27 contains 5130 members 
Mstep: Class 28 contains 4168 members 
Mstep: Class 29 contains 46648 members 
Mstep: Class 30 contains 8227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147371728.000000 Penalty: 104070.656250
Iteration 60F: 31 clusters Score -1.473717e+08 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 54545 members 
Mstep: Class 3 contains 8559 members 
Mstep: Class 4 contains 28047 members 
Mstep: Class 5 contains 10126 members 
Mstep: Class 6 contains 6867 members 
Mstep: Class 7 contains 28001 members 
Mstep: Class 8 contains 3127 members 
Mstep: Class 9 contains 63680 members 
Mstep: Class 10 contains 3553 members 
Mstep: Class 11 contains 39145 members 
Mstep: Class 12 contains 25146 members 
Mstep: Class 13 contains 212932 members 
Mstep: Class 14 contains 43699 members 
Mstep: Class 15 contains 14843 members 
Mstep: Class 16 contains 51369 members 
Mstep: Class 17 contains 15598 members 
Mstep: Class 18 contains 181096 members 
Mstep: Class 19 contains 63590 members 
Mstep: Class 20 contains 12381 members 
Mstep: Class 21 contains 14503 members 
Mstep: Class 22 contains 11954 members 
Mstep: Class 23 contains 10581 members 
Mstep: Class 24 contains 17296 members 
Mstep: Class 25 contains 6653 members 
Mstep: Class 26 contains 195011 members 
Mstep: Class 27 contains 5184 members 
Mstep: Class 28 contains 4168 members 
Mstep: Class 29 contains 46607 members 
Mstep: Class 30 contains 8237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147373872.000000 Penalty: 104070.656250
Iteration 61Q: 31 clusters Score -1.473739e+08 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 54492 members 
Mstep: Class 3 contains 8555 members 
Mstep: Class 4 contains 28031 members 
Mstep: Class 5 contains 10112 members 
Mstep: Class 6 contains 6846 members 
Mstep: Class 7 contains 28011 members 
Mstep: Class 8 contains 3135 members 
Mstep: Class 9 contains 63675 members 
Mstep: Class 10 contains 3607 members 
Mstep: Class 11 contains 39157 members 
Mstep: Class 12 contains 25115 members 
Mstep: Class 13 contains 212947 members 
Mstep: Class 14 contains 43732 members 
Mstep: Class 15 contains 14838 members 
Mstep: Class 16 contains 51373 members 
Mstep: Class 17 contains 15521 members 
Mstep: Class 18 contains 181023 members 
Mstep: Class 19 contains 63567 members 
Mstep: Class 20 contains 12364 members 
Mstep: Class 21 contains 14526 members 
Mstep: Class 22 contains 11990 members 
Mstep: Class 23 contains 10552 members 
Mstep: Class 24 contains 17337 members 
Mstep: Class 25 contains 6763 members 
Mstep: Class 26 contains 195032 members 
Mstep: Class 27 contains 5226 members 
Mstep: Class 28 contains 4168 members 
Mstep: Class 29 contains 46578 members 
Mstep: Class 30 contains 8246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147374144.000000 Penalty: 104070.656250
Iteration 62Q: 31 clusters Score -1.473741e+08 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 54453 members 
Mstep: Class 3 contains 8553 members 
Mstep: Class 4 contains 28014 members 
Mstep: Class 5 contains 10086 members 
Mstep: Class 6 contains 6819 members 
Mstep: Class 7 contains 28017 members 
Mstep: Class 8 contains 3141 members 
Mstep: Class 9 contains 63669 members 
Mstep: Class 10 contains 3665 members 
Mstep: Class 11 contains 39177 members 
Mstep: Class 12 contains 25090 members 
Mstep: Class 13 contains 212974 members 
Mstep: Class 14 contains 43818 members 
Mstep: Class 15 contains 14834 members 
Mstep: Class 16 contains 51367 members 
Mstep: Class 17 contains 15442 members 
Mstep: Class 18 contains 180944 members 
Mstep: Class 19 contains 63549 members 
Mstep: Class 20 contains 12345 members 
Mstep: Class 21 contains 14515 members 
Mstep: Class 22 contains 12000 members 
Mstep: Class 23 contains 10535 members 
Mstep: Class 24 contains 17382 members 
Mstep: Class 25 contains 6849 members 
Mstep: Class 26 contains 195042 members 
Mstep: Class 27 contains 5258 members 
Mstep: Class 28 contains 4168 members 
Mstep: Class 29 contains 46560 members 
Mstep: Class 30 contains 8259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147373936.000000 Penalty: 104070.656250
Iteration 63Q: 31 clusters Score -1.473739e+08 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 54410 members 
Mstep: Class 3 contains 8550 members 
Mstep: Class 4 contains 27998 members 
Mstep: Class 5 contains 10062 members 
Mstep: Class 6 contains 6812 members 
Mstep: Class 7 contains 28023 members 
Mstep: Class 8 contains 3145 members 
Mstep: Class 9 contains 63629 members 
Mstep: Class 10 contains 3715 members 
Mstep: Class 11 contains 39202 members 
Mstep: Class 12 contains 25069 members 
Mstep: Class 13 contains 213006 members 
Mstep: Class 14 contains 43907 members 
Mstep: Class 15 contains 14833 members 
Mstep: Class 16 contains 51348 members 
Mstep: Class 17 contains 15368 members 
Mstep: Class 18 contains 180865 members 
Mstep: Class 19 contains 63534 members 
Mstep: Class 20 contains 12319 members 
Mstep: Class 21 contains 14523 members 
Mstep: Class 22 contains 12029 members 
Mstep: Class 23 contains 10520 members 
Mstep: Class 24 contains 17429 members 
Mstep: Class 25 contains 6908 members 
Mstep: Class 26 contains 195067 members 
Mstep: Class 27 contains 5287 members 
Mstep: Class 28 contains 4168 members 
Mstep: Class 29 contains 46544 members 
Mstep: Class 30 contains 8260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147373968.000000 Penalty: 104070.656250
Iteration 64Q: 31 clusters Score -1.47374e+08 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 54331 members 
Mstep: Class 3 contains 8542 members 
Mstep: Class 4 contains 27979 members 
Mstep: Class 5 contains 10044 members 
Mstep: Class 6 contains 6807 members 
Mstep: Class 7 contains 28028 members 
Mstep: Class 8 contains 3152 members 
Mstep: Class 9 contains 63614 members 
Mstep: Class 10 contains 3767 members 
Mstep: Class 11 contains 39229 members 
Mstep: Class 12 contains 25051 members 
Mstep: Class 13 contains 213033 members 
Mstep: Class 14 contains 43987 members 
Mstep: Class 15 contains 14826 members 
Mstep: Class 16 contains 51329 members 
Mstep: Class 17 contains 15289 members 
Mstep: Class 18 contains 180794 members 
Mstep: Class 19 contains 63524 members 
Mstep: Class 20 contains 12300 members 
Mstep: Class 21 contains 14541 members 
Mstep: Class 22 contains 12055 members 
Mstep: Class 23 contains 10506 members 
Mstep: Class 24 contains 17473 members 
Mstep: Class 25 contains 6963 members 
Mstep: Class 26 contains 195075 members 
Mstep: Class 27 contains 5327 members 
Mstep: Class 28 contains 4168 members 
Mstep: Class 29 contains 46536 members 
Mstep: Class 30 contains 8263 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147373680.000000 Penalty: 104070.656250
Iteration 65Q: 31 clusters Score -1.473737e+08 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 54251 members 
Mstep: Class 3 contains 8531 members 
Mstep: Class 4 contains 27960 members 
Mstep: Class 5 contains 10037 members 
Mstep: Class 6 contains 6799 members 
Mstep: Class 7 contains 28028 members 
Mstep: Class 8 contains 3162 members 
Mstep: Class 9 contains 63592 members 
Mstep: Class 10 contains 3808 members 
Mstep: Class 11 contains 39253 members 
Mstep: Class 12 contains 25032 members 
Mstep: Class 13 contains 213060 members 
Mstep: Class 14 contains 44057 members 
Mstep: Class 15 contains 14817 members 
Mstep: Class 16 contains 51291 members 
Mstep: Class 17 contains 15219 members 
Mstep: Class 18 contains 180715 members 
Mstep: Class 19 contains 63513 members 
Mstep: Class 20 contains 12275 members 
Mstep: Class 21 contains 14563 members 
Mstep: Class 22 contains 12079 members 
Mstep: Class 23 contains 10485 members 
Mstep: Class 24 contains 17560 members 
Mstep: Class 25 contains 7020 members 
Mstep: Class 26 contains 195105 members 
Mstep: Class 27 contains 5366 members 
Mstep: Class 28 contains 4168 members 
Mstep: Class 29 contains 46524 members 
Mstep: Class 30 contains 8266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147374112.000000 Penalty: 104070.656250
Iteration 66Q: 31 clusters Score -1.473741e+08 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 54179 members 
Mstep: Class 3 contains 8510 members 
Mstep: Class 4 contains 27940 members 
Mstep: Class 5 contains 10033 members 
Mstep: Class 6 contains 6802 members 
Mstep: Class 7 contains 28025 members 
Mstep: Class 8 contains 3148 members 
Mstep: Class 9 contains 63573 members 
Mstep: Class 10 contains 3877 members 
Mstep: Class 11 contains 39266 members 
Mstep: Class 12 contains 25009 members 
Mstep: Class 13 contains 213087 members 
Mstep: Class 14 contains 44136 members 
Mstep: Class 15 contains 14831 members 
Mstep: Class 16 contains 51264 members 
Mstep: Class 17 contains 15157 members 
Mstep: Class 18 contains 180636 members 
Mstep: Class 19 contains 63513 members 
Mstep: Class 20 contains 12257 members 
Mstep: Class 21 contains 14561 members 
Mstep: Class 22 contains 12099 members 
Mstep: Class 23 contains 10469 members 
Mstep: Class 24 contains 17617 members 
Mstep: Class 25 contains 7081 members 
Mstep: Class 26 contains 195122 members 
Mstep: Class 27 contains 5393 members 
Mstep: Class 28 contains 4168 members 
Mstep: Class 29 contains 46520 members 
Mstep: Class 30 contains 8264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147374512.000000 Penalty: 104070.656250
Iteration 67Q: 31 clusters Score -1.473745e+08 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 54132 members 
Mstep: Class 3 contains 8500 members 
Mstep: Class 4 contains 27923 members 
Mstep: Class 5 contains 10024 members 
Mstep: Class 6 contains 6797 members 
Mstep: Class 7 contains 28017 members 
Mstep: Class 8 contains 3150 members 
Mstep: Class 9 contains 63541 members 
Mstep: Class 10 contains 3932 members 
Mstep: Class 11 contains 39283 members 
Mstep: Class 12 contains 24982 members 
Mstep: Class 13 contains 213096 members 
Mstep: Class 14 contains 44202 members 
Mstep: Class 15 contains 14829 members 
Mstep: Class 16 contains 51246 members 
Mstep: Class 17 contains 15094 members 
Mstep: Class 18 contains 180598 members 
Mstep: Class 19 contains 63503 members 
Mstep: Class 20 contains 12233 members 
Mstep: Class 21 contains 14567 members 
Mstep: Class 22 contains 12124 members 
Mstep: Class 23 contains 10447 members 
Mstep: Class 24 contains 17687 members 
Mstep: Class 25 contains 7128 members 
Mstep: Class 26 contains 195149 members 
Mstep: Class 27 contains 5417 members 
Mstep: Class 28 contains 4168 members 
Mstep: Class 29 contains 46503 members 
Mstep: Class 30 contains 8265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147374032.000000 Penalty: 104070.656250
Iteration 68Q: 31 clusters Score -1.47374e+08 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 54086 members 
Mstep: Class 3 contains 8494 members 
Mstep: Class 4 contains 27901 members 
Mstep: Class 5 contains 10005 members 
Mstep: Class 6 contains 6796 members 
Mstep: Class 7 contains 28014 members 
Mstep: Class 8 contains 3148 members 
Mstep: Class 9 contains 63504 members 
Mstep: Class 10 contains 4007 members 
Mstep: Class 11 contains 39294 members 
Mstep: Class 12 contains 24957 members 
Mstep: Class 13 contains 213108 members 
Mstep: Class 14 contains 44257 members 
Mstep: Class 15 contains 14832 members 
Mstep: Class 16 contains 51236 members 
Mstep: Class 17 contains 15042 members 
Mstep: Class 18 contains 180564 members 
Mstep: Class 19 contains 63495 members 
Mstep: Class 20 contains 12213 members 
Mstep: Class 21 contains 14560 members 
Mstep: Class 22 contains 12129 members 
Mstep: Class 23 contains 10427 members 
Mstep: Class 24 contains 17754 members 
Mstep: Class 25 contains 7172 members 
Mstep: Class 26 contains 195178 members 
Mstep: Class 27 contains 5439 members 
Mstep: Class 28 contains 4168 members 
Mstep: Class 29 contains 46494 members 
Mstep: Class 30 contains 8266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147374208.000000 Penalty: 104070.656250
Iteration 69Q: 31 clusters Score -1.473742e+08 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 54042 members 
Mstep: Class 3 contains 8477 members 
Mstep: Class 4 contains 27874 members 
Mstep: Class 5 contains 10004 members 
Mstep: Class 6 contains 6790 members 
Mstep: Class 7 contains 28011 members 
Mstep: Class 8 contains 3162 members 
Mstep: Class 9 contains 63492 members 
Mstep: Class 10 contains 4067 members 
Mstep: Class 11 contains 39303 members 
Mstep: Class 12 contains 24933 members 
Mstep: Class 13 contains 213110 members 
Mstep: Class 14 contains 44305 members 
Mstep: Class 15 contains 14819 members 
Mstep: Class 16 contains 51231 members 
Mstep: Class 17 contains 14993 members 
Mstep: Class 18 contains 180533 members 
Mstep: Class 19 contains 63508 members 
Mstep: Class 20 contains 12179 members 
Mstep: Class 21 contains 14562 members 
Mstep: Class 22 contains 12141 members 
Mstep: Class 23 contains 10404 members 
Mstep: Class 24 contains 17802 members 
Mstep: Class 25 contains 7209 members 
Mstep: Class 26 contains 195208 members 
Mstep: Class 27 contains 5462 members 
Mstep: Class 28 contains 4168 members 
Mstep: Class 29 contains 46482 members 
Mstep: Class 30 contains 8270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147374192.000000 Penalty: 104070.656250
Iteration 70Q: 31 clusters Score -1.473742e+08 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 53990 members 
Mstep: Class 3 contains 8469 members 
Mstep: Class 4 contains 27849 members 
Mstep: Class 5 contains 10003 members 
Mstep: Class 6 contains 6791 members 
Mstep: Class 7 contains 28008 members 
Mstep: Class 8 contains 3154 members 
Mstep: Class 9 contains 63490 members 
Mstep: Class 10 contains 4119 members 
Mstep: Class 11 contains 39322 members 
Mstep: Class 12 contains 24906 members 
Mstep: Class 13 contains 213119 members 
Mstep: Class 14 contains 44355 members 
Mstep: Class 15 contains 14828 members 
Mstep: Class 16 contains 51226 members 
Mstep: Class 17 contains 14936 members 
Mstep: Class 18 contains 180503 members 
Mstep: Class 19 contains 63510 members 
Mstep: Class 20 contains 12144 members 
Mstep: Class 21 contains 14550 members 
Mstep: Class 22 contains 12144 members 
Mstep: Class 23 contains 10383 members 
Mstep: Class 24 contains 17869 members 
Mstep: Class 25 contains 7245 members 
Mstep: Class 26 contains 195241 members 
Mstep: Class 27 contains 5476 members 
Mstep: Class 28 contains 4168 members 
Mstep: Class 29 contains 46467 members 
Mstep: Class 30 contains 8276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147374288.000000 Penalty: 104070.656250
Iteration 71Q: 31 clusters Score -1.473743e+08 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 53905 members 
Mstep: Class 3 contains 8460 members 
Mstep: Class 4 contains 27840 members 
Mstep: Class 5 contains 9986 members 
Mstep: Class 6 contains 6791 members 
Mstep: Class 7 contains 28006 members 
Mstep: Class 8 contains 3155 members 
Mstep: Class 9 contains 63480 members 
Mstep: Class 10 contains 4166 members 
Mstep: Class 11 contains 39338 members 
Mstep: Class 12 contains 24887 members 
Mstep: Class 13 contains 213137 members 
Mstep: Class 14 contains 44399 members 
Mstep: Class 15 contains 14826 members 
Mstep: Class 16 contains 51206 members 
Mstep: Class 17 contains 14881 members 
Mstep: Class 18 contains 180469 members 
Mstep: Class 19 contains 63528 members 
Mstep: Class 20 contains 12116 members 
Mstep: Class 21 contains 14538 members 
Mstep: Class 22 contains 12148 members 
Mstep: Class 23 contains 10368 members 
Mstep: Class 24 contains 17938 members 
Mstep: Class 25 contains 7296 members 
Mstep: Class 26 contains 195269 members 
Mstep: Class 27 contains 5503 members 
Mstep: Class 28 contains 4168 members 
Mstep: Class 29 contains 46451 members 
Mstep: Class 30 contains 8286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147374512.000000 Penalty: 104070.656250
Iteration 72Q: 31 clusters Score -1.473745e+08 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 53840 members 
Mstep: Class 3 contains 8450 members 
Mstep: Class 4 contains 27822 members 
Mstep: Class 5 contains 9973 members 
Mstep: Class 6 contains 6784 members 
Mstep: Class 7 contains 28004 members 
Mstep: Class 8 contains 3155 members 
Mstep: Class 9 contains 63466 members 
Mstep: Class 10 contains 4213 members 
Mstep: Class 11 contains 39364 members 
Mstep: Class 12 contains 24870 members 
Mstep: Class 13 contains 213125 members 
Mstep: Class 14 contains 44429 members 
Mstep: Class 15 contains 14826 members 
Mstep: Class 16 contains 51179 members 
Mstep: Class 17 contains 14831 members 
Mstep: Class 18 contains 180450 members 
Mstep: Class 19 contains 63564 members 
Mstep: Class 20 contains 12089 members 
Mstep: Class 21 contains 14524 members 
Mstep: Class 22 contains 12146 members 
Mstep: Class 23 contains 10357 members 
Mstep: Class 24 contains 18030 members 
Mstep: Class 25 contains 7323 members 
Mstep: Class 26 contains 195286 members 
Mstep: Class 27 contains 5533 members 
Mstep: Class 28 contains 4168 members 
Mstep: Class 29 contains 46446 members 
Mstep: Class 30 contains 8294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147374160.000000 Penalty: 104070.656250
Iteration 73Q: 31 clusters Score -1.473742e+08 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 53766 members 
Mstep: Class 3 contains 8442 members 
Mstep: Class 4 contains 27800 members 
Mstep: Class 5 contains 9969 members 
Mstep: Class 6 contains 6772 members 
Mstep: Class 7 contains 28003 members 
Mstep: Class 8 contains 3153 members 
Mstep: Class 9 contains 63449 members 
Mstep: Class 10 contains 4260 members 
Mstep: Class 11 contains 39397 members 
Mstep: Class 12 contains 24850 members 
Mstep: Class 13 contains 213117 members 
Mstep: Class 14 contains 44464 members 
Mstep: Class 15 contains 14827 members 
Mstep: Class 16 contains 51152 members 
Mstep: Class 17 contains 14795 members 
Mstep: Class 18 contains 180433 members 
Mstep: Class 19 contains 63605 members 
Mstep: Class 20 contains 12066 members 
Mstep: Class 21 contains 14521 members 
Mstep: Class 22 contains 12147 members 
Mstep: Class 23 contains 10357 members 
Mstep: Class 24 contains 18098 members 
Mstep: Class 25 contains 7335 members 
Mstep: Class 26 contains 195297 members 
Mstep: Class 27 contains 5570 members 
Mstep: Class 28 contains 4168 members 
Mstep: Class 29 contains 46437 members 
Mstep: Class 30 contains 8291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147374080.000000 Penalty: 104070.656250
Iteration 74Q: 31 clusters Score -1.473741e+08 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 53665 members 
Mstep: Class 3 contains 8430 members 
Mstep: Class 4 contains 27773 members 
Mstep: Class 5 contains 9971 members 
Mstep: Class 6 contains 6764 members 
Mstep: Class 7 contains 28006 members 
Mstep: Class 8 contains 3141 members 
Mstep: Class 9 contains 63444 members 
Mstep: Class 10 contains 4306 members 
Mstep: Class 11 contains 39423 members 
Mstep: Class 12 contains 24827 members 
Mstep: Class 13 contains 213117 members 
Mstep: Class 14 contains 44491 members 
Mstep: Class 15 contains 14838 members 
Mstep: Class 16 contains 51137 members 
Mstep: Class 17 contains 14760 members 
Mstep: Class 18 contains 180402 members 
Mstep: Class 19 contains 63642 members 
Mstep: Class 20 contains 12041 members 
Mstep: Class 21 contains 14522 members 
Mstep: Class 22 contains 12149 members 
Mstep: Class 23 contains 10359 members 
Mstep: Class 24 contains 18178 members 
Mstep: Class 25 contains 7346 members 
Mstep: Class 26 contains 195315 members 
Mstep: Class 27 contains 5608 members 
Mstep: Class 28 contains 4168 members 
Mstep: Class 29 contains 46423 members 
Mstep: Class 30 contains 8294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147373936.000000 Penalty: 104070.656250
Iteration 75Q: 31 clusters Score -1.473739e+08 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 53547 members 
Mstep: Class 3 contains 8428 members 
Mstep: Class 4 contains 27755 members 
Mstep: Class 5 contains 9977 members 
Mstep: Class 6 contains 6752 members 
Mstep: Class 7 contains 28009 members 
Mstep: Class 8 contains 3150 members 
Mstep: Class 9 contains 63447 members 
Mstep: Class 10 contains 4339 members 
Mstep: Class 11 contains 39440 members 
Mstep: Class 12 contains 24804 members 
Mstep: Class 13 contains 213107 members 
Mstep: Class 14 contains 44518 members 
Mstep: Class 15 contains 14831 members 
Mstep: Class 16 contains 51122 members 
Mstep: Class 17 contains 14724 members 
Mstep: Class 18 contains 180389 members 
Mstep: Class 19 contains 63693 members 
Mstep: Class 20 contains 12015 members 
Mstep: Class 21 contains 14526 members 
Mstep: Class 22 contains 12140 members 
Mstep: Class 23 contains 10361 members 
Mstep: Class 24 contains 18267 members 
Mstep: Class 25 contains 7353 members 
Mstep: Class 26 contains 195330 members 
Mstep: Class 27 contains 5640 members 
Mstep: Class 28 contains 4168 members 
Mstep: Class 29 contains 46415 members 
Mstep: Class 30 contains 8296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147374640.000000 Penalty: 104070.656250
Iteration 76Q: 31 clusters Score -1.473746e+08 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 53443 members 
Mstep: Class 3 contains 8422 members 
Mstep: Class 4 contains 27744 members 
Mstep: Class 5 contains 9984 members 
Mstep: Class 6 contains 6745 members 
Mstep: Class 7 contains 28009 members 
Mstep: Class 8 contains 3144 members 
Mstep: Class 9 contains 63450 members 
Mstep: Class 10 contains 4360 members 
Mstep: Class 11 contains 39465 members 
Mstep: Class 12 contains 24781 members 
Mstep: Class 13 contains 213103 members 
Mstep: Class 14 contains 44548 members 
Mstep: Class 15 contains 14837 members 
Mstep: Class 16 contains 51109 members 
Mstep: Class 17 contains 14681 members 
Mstep: Class 18 contains 180377 members 
Mstep: Class 19 contains 63743 members 
Mstep: Class 20 contains 11985 members 
Mstep: Class 21 contains 14534 members 
Mstep: Class 22 contains 12147 members 
Mstep: Class 23 contains 10357 members 
Mstep: Class 24 contains 18358 members 
Mstep: Class 25 contains 7337 members 
Mstep: Class 26 contains 195340 members 
Mstep: Class 27 contains 5672 members 
Mstep: Class 28 contains 4168 members 
Mstep: Class 29 contains 46403 members 
Mstep: Class 30 contains 8297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147374400.000000 Penalty: 104070.656250
Iteration 77Q: 31 clusters Score -1.473744e+08 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 53343 members 
Mstep: Class 3 contains 8419 members 
Mstep: Class 4 contains 27729 members 
Mstep: Class 5 contains 9981 members 
Mstep: Class 6 contains 6740 members 
Mstep: Class 7 contains 28006 members 
Mstep: Class 8 contains 3150 members 
Mstep: Class 9 contains 63445 members 
Mstep: Class 10 contains 4380 members 
Mstep: Class 11 contains 39504 members 
Mstep: Class 12 contains 24760 members 
Mstep: Class 13 contains 213098 members 
Mstep: Class 14 contains 44572 members 
Mstep: Class 15 contains 14831 members 
Mstep: Class 16 contains 51093 members 
Mstep: Class 17 contains 14640 members 
Mstep: Class 18 contains 180354 members 
Mstep: Class 19 contains 63795 members 
Mstep: Class 20 contains 11965 members 
Mstep: Class 21 contains 14540 members 
Mstep: Class 22 contains 12154 members 
Mstep: Class 23 contains 10352 members 
Mstep: Class 24 contains 18435 members 
Mstep: Class 25 contains 7335 members 
Mstep: Class 26 contains 195360 members 
Mstep: Class 27 contains 5710 members 
Mstep: Class 28 contains 4168 members 
Mstep: Class 29 contains 46386 members 
Mstep: Class 30 contains 8299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147374432.000000 Penalty: 104070.656250
Iteration 78Q: 31 clusters Score -1.473744e+08 nChanged 812
Entering ConstructFrom: 
Score: -147374432.000000 Penalty: 104070.656250
Entering ConstructFrom: 
Trying to split cluster 1 (1550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Entering Unmasked Estep 
Score: -112018.132812 Penalty: 1821.810547
	Iteration 0F: 2 clusters Score -112018.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -110228.476562 Penalty: 3643.621094
	Iteration 0F: 3 clusters Score -110228.5 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -112533.734375 Penalty: 3643.621094
	Iteration 1F: 3 clusters Score -112533.7 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -115164.890625 Penalty: 3643.621094
	Iteration 2F: 3 clusters Score -115164.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -117580.335938 Penalty: 3643.621094
	Iteration 3F: 3 clusters Score -117580.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -118382.265625 Penalty: 3643.621094
	Iteration 4F: 3 clusters Score -118382.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -118630.625000 Penalty: 3643.621094
	Iteration 5Q: 3 clusters Score -118630.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -118713.023438 Penalty: 3643.621094
	Iteration 6Q: 3 clusters Score -118713 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -118746.601562 Penalty: 3643.621094
	Iteration 7Q: 3 clusters Score -118746.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -118763.164062 Penalty: 3643.621094
	Iteration 8Q: 3 clusters Score -118763.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -118769.367188 Penalty: 3643.621094
	Iteration 9Q: 3 clusters Score -118769.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -118775.734375 Penalty: 3643.621094
	Iteration 10Q: 3 clusters Score -118775.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -118778.585938 Penalty: 3643.621094
	Iteration 11Q: 3 clusters Score -118778.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -118780.015625 Penalty: 3643.621094
	Iteration 12Q: 3 clusters Score -118780 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -118781.085938 Penalty: 3643.621094
	Iteration 13Q: 3 clusters Score -118781.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -118784.296875 Penalty: 3643.621094
	Iteration 14F: 3 clusters Score -118784.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -118818.828125 Penalty: 3643.621094
	Iteration 15Q: 3 clusters Score -118818.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -118894.257812 Penalty: 3643.621094
	Iteration 16Q: 3 clusters Score -118894.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -118927.070312 Penalty: 3643.621094
	Iteration 17Q: 3 clusters Score -118927.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -118935.000000 Penalty: 3643.621094
	Iteration 18Q: 3 clusters Score -118935 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -118938.312500 Penalty: 3643.621094
	Iteration 19Q: 3 clusters Score -118938.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -118939.296875 Penalty: 3643.621094
	Iteration 20F: 3 clusters Score -118939.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 53224 members 
Mstep: Class 3 contains 8414 members 
Mstep: Class 4 contains 27723 members 
Mstep: Class 5 contains 9982 members 
Mstep: Class 6 contains 6739 members 
Mstep: Class 7 contains 28002 members 
Mstep: Class 8 contains 3148 members 
Mstep: Class 9 contains 63446 members 
Mstep: Class 10 contains 4401 members 
Mstep: Class 11 contains 39550 members 
Mstep: Class 12 contains 24745 members 
Mstep: Class 13 contains 213096 members 
Mstep: Class 14 contains 44586 members 
Mstep: Class 15 contains 14830 members 
Mstep: Class 16 contains 51069 members 
Mstep: Class 17 contains 14603 members 
Mstep: Class 18 contains 180341 members 
Mstep: Class 19 contains 63855 members 
Mstep: Class 20 contains 11943 members 
Mstep: Class 21 contains 14561 members 
Mstep: Class 22 contains 12157 members 
Mstep: Class 23 contains 10349 members 
Mstep: Class 24 contains 18503 members 
Mstep: Class 25 contains 7307 members 
Mstep: Class 26 contains 195379 members 
Mstep: Class 27 contains 5746 members 
Mstep: Class 28 contains 4168 members 
Mstep: Class 29 contains 46374 members 
Mstep: Class 30 contains 8300 members 
Mstep: Class 31 contains 870 members 
Entering Unmasked Estep 
Score: -147379472.000000 Penalty: 107539.679688
Splitting cluster 1 changes total score from -147374432.000000 to -147379472.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 2 (53224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53224 members 
Entering Unmasked Estep 
Score: -6368925.500000 Penalty: 2698.801758
	Iteration 0F: 2 clusters Score -6368926 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26520 members 
Mstep: Class 2 contains 26704 members 
Entering Unmasked Estep 
Score: -6332927.500000 Penalty: 5397.603516
	Iteration 0F: 3 clusters Score -6332928 nChanged 24789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25639 members 
Mstep: Class 2 contains 27585 members 
Entering Unmasked Estep 
Score: -6346912.000000 Penalty: 5397.603516
	Iteration 1F: 3 clusters Score -6346912 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24971 members 
Mstep: Class 2 contains 28253 members 
Entering Unmasked Estep 
Score: -6347809.500000 Penalty: 5397.603516
	Iteration 2Q: 3 clusters Score -6347810 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24033 members 
Mstep: Class 2 contains 29191 members 
Entering Unmasked Estep 
Score: -6348842.500000 Penalty: 5397.603516
	Iteration 3Q: 3 clusters Score -6348842 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22757 members 
Mstep: Class 2 contains 30467 members 
Entering Unmasked Estep 
Score: -6350134.500000 Penalty: 5397.603516
	Iteration 4Q: 3 clusters Score -6350134 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20991 members 
Mstep: Class 2 contains 32233 members 
Entering Unmasked Estep 
Score: -6351914.500000 Penalty: 5397.603516
	Iteration 5F: 3 clusters Score -6351914 nChanged 3127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18966 members 
Mstep: Class 2 contains 34258 members 
Entering Unmasked Estep 
Score: -6353998.500000 Penalty: 5397.603516
	Iteration 6F: 3 clusters Score -6353998 nChanged 3137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16921 members 
Mstep: Class 2 contains 36303 members 
Entering Unmasked Estep 
Score: -6356158.000000 Penalty: 5397.603516
	Iteration 7F: 3 clusters Score -6356158 nChanged 2991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14904 members 
Mstep: Class 2 contains 38320 members 
Entering Unmasked Estep 
Score: -6358359.500000 Penalty: 5397.603516
	Iteration 8F: 3 clusters Score -6358360 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13075 members 
Mstep: Class 2 contains 40149 members 
Entering Unmasked Estep 
Score: -6360186.500000 Penalty: 5397.603516
	Iteration 9F: 3 clusters Score -6360186 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11513 members 
Mstep: Class 2 contains 41711 members 
Entering Unmasked Estep 
Score: -6361597.000000 Penalty: 5397.603516
	Iteration 10Q: 3 clusters Score -6361597 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10167 members 
Mstep: Class 2 contains 43057 members 
Entering Unmasked Estep 
Score: -6362650.500000 Penalty: 5397.603516
	Iteration 11Q: 3 clusters Score -6362650 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 44189 members 
Entering Unmasked Estep 
Score: -6363441.000000 Penalty: 5397.603516
	Iteration 12Q: 3 clusters Score -6363441 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 45166 members 
Entering Unmasked Estep 
Score: -6364016.000000 Penalty: 5397.603516
	Iteration 13Q: 3 clusters Score -6364016 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 45986 members 
Entering Unmasked Estep 
Score: -6364499.500000 Penalty: 5397.603516
	Iteration 14Q: 3 clusters Score -6364500 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 46721 members 
Entering Unmasked Estep 
Score: -6364948.000000 Penalty: 5397.603516
	Iteration 15Q: 3 clusters Score -6364948 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 47355 members 
Entering Unmasked Estep 
Score: -6365319.500000 Penalty: 5397.603516
	Iteration 16Q: 3 clusters Score -6365320 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 47909 members 
Entering Unmasked Estep 
Score: -6365643.000000 Penalty: 5397.603516
	Iteration 17Q: 3 clusters Score -6365643 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 48389 members 
Entering Unmasked Estep 
Score: -6365884.500000 Penalty: 5397.603516
	Iteration 18Q: 3 clusters Score -6365884 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 48803 members 
Entering Unmasked Estep 
Score: -6366069.000000 Penalty: 5397.603516
	Iteration 19Q: 3 clusters Score -6366069 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 49107 members 
Entering Unmasked Estep 
Score: -6366204.500000 Penalty: 5397.603516
	Iteration 20F: 3 clusters Score -6366204 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 49377 members 
Entering Unmasked Estep 
Score: -6366331.000000 Penalty: 5397.603516
	Iteration 21Q: 3 clusters Score -6366331 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 49621 members 
Entering Unmasked Estep 
Score: -6366423.000000 Penalty: 5397.603516
	Iteration 22Q: 3 clusters Score -6366423 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 49834 members 
Entering Unmasked Estep 
Score: -6366494.000000 Penalty: 5397.603516
	Iteration 23Q: 3 clusters Score -6366494 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 50020 members 
Entering Unmasked Estep 
Score: -6366566.500000 Penalty: 5397.603516
	Iteration 24Q: 3 clusters Score -6366566 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 50177 members 
Entering Unmasked Estep 
Score: -6366645.000000 Penalty: 5397.603516
	Iteration 25Q: 3 clusters Score -6366645 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 50318 members 
Entering Unmasked Estep 
Score: -6366703.000000 Penalty: 5397.603516
	Iteration 26Q: 3 clusters Score -6366703 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 50452 members 
Entering Unmasked Estep 
Score: -6366741.500000 Penalty: 5397.603516
	Iteration 27Q: 3 clusters Score -6366742 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 50552 members 
Entering Unmasked Estep 
Score: -6366797.500000 Penalty: 5397.603516
	Iteration 28Q: 3 clusters Score -6366798 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 50643 members 
Entering Unmasked Estep 
Score: -6366811.500000 Penalty: 5397.603516
	Iteration 29Q: 3 clusters Score -6366812 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 50708 members 
Entering Unmasked Estep 
Score: -6366822.500000 Penalty: 5397.603516
	Iteration 30Q: 3 clusters Score -6366822 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 50777 members 
Entering Unmasked Estep 
Score: -6366836.000000 Penalty: 5397.603516
	Iteration 31Q: 3 clusters Score -6366836 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 50831 members 
Entering Unmasked Estep 
Score: -6366854.000000 Penalty: 5397.603516
	Iteration 32Q: 3 clusters Score -6366854 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 50871 members 
Entering Unmasked Estep 
Score: -6366857.500000 Penalty: 5397.603516
	Iteration 33Q: 3 clusters Score -6366858 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 50902 members 
Entering Unmasked Estep 
Score: -6366871.000000 Penalty: 5397.603516
	Iteration 34Q: 3 clusters Score -6366871 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 50929 members 
Entering Unmasked Estep 
Score: -6366880.000000 Penalty: 5397.603516
	Iteration 35Q: 3 clusters Score -6366880 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 50955 members 
Entering Unmasked Estep 
Score: -6366882.000000 Penalty: 5397.603516
	Iteration 36Q: 3 clusters Score -6366882 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 50984 members 
Entering Unmasked Estep 
Score: -6366882.500000 Penalty: 5397.603516
	Iteration 37Q: 3 clusters Score -6366882 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 51008 members 
Entering Unmasked Estep 
Score: -6366898.500000 Penalty: 5397.603516
	Iteration 38Q: 3 clusters Score -6366898 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 51024 members 
Entering Unmasked Estep 
Score: -6366895.000000 Penalty: 5397.603516
	Iteration 39Q: 3 clusters Score -6366895 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 51036 members 
Entering Unmasked Estep 
Score: -6366892.000000 Penalty: 5397.603516
	Iteration 40F: 3 clusters Score -6366892 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 51045 members 
Entering Unmasked Estep 
Score: -6366898.000000 Penalty: 5397.603516
	Iteration 41Q: 3 clusters Score -6366898 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 51053 members 
Entering Unmasked Estep 
Score: -6366897.500000 Penalty: 5397.603516
	Iteration 42Q: 3 clusters Score -6366898 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 51059 members 
Entering Unmasked Estep 
Score: -6366898.000000 Penalty: 5397.603516
	Iteration 43Q: 3 clusters Score -6366898 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 51062 members 
Entering Unmasked Estep 
Score: -6366900.000000 Penalty: 5397.603516
	Iteration 44Q: 3 clusters Score -6366900 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 51069 members 
Entering Unmasked Estep 
Score: -6366904.000000 Penalty: 5397.603516
	Iteration 45Q: 3 clusters Score -6366904 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 51076 members 
Entering Unmasked Estep 
Score: -6366900.500000 Penalty: 5397.603516
	Iteration 46Q: 3 clusters Score -6366900 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 51082 members 
Entering Unmasked Estep 
Score: -6366906.500000 Penalty: 5397.603516
	Iteration 47Q: 3 clusters Score -6366906 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 51085 members 
Entering Unmasked Estep 
Score: -6366900.000000 Penalty: 5397.603516
	Iteration 48Q: 3 clusters Score -6366900 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 51083 members 
Entering Unmasked Estep 
Score: -6366901.000000 Penalty: 5397.603516
	Iteration 49Q: 3 clusters Score -6366901 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 51083 members 
Entering Unmasked Estep 
Score: -6366898.500000 Penalty: 5397.603516
	Iteration 50Q: 3 clusters Score -6366898 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 51085 members 
Entering Unmasked Estep 
Score: -6366901.500000 Penalty: 5397.603516
	Iteration 51Q: 3 clusters Score -6366902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 51085 members 
Entering Unmasked Estep 
Score: -6366901.500000 Penalty: 5397.603516
	Iteration 52Q: 3 clusters Score -6366902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 51086 members 
Entering Unmasked Estep 
Score: -6366901.500000 Penalty: 5397.603516
	Iteration 53Q: 3 clusters Score -6366902 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 51091 members 
Entering Unmasked Estep 
Score: -6366908.500000 Penalty: 5397.603516
	Iteration 54Q: 3 clusters Score -6366908 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 51096 members 
Entering Unmasked Estep 
Score: -6366915.500000 Penalty: 5397.603516
	Iteration 55Q: 3 clusters Score -6366916 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 51101 members 
Entering Unmasked Estep 
Score: -6366915.000000 Penalty: 5397.603516
	Iteration 56Q: 3 clusters Score -6366915 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 51106 members 
Entering Unmasked Estep 
Score: -6366916.000000 Penalty: 5397.603516
	Iteration 57Q: 3 clusters Score -6366916 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 51112 members 
Entering Unmasked Estep 
Score: -6366913.500000 Penalty: 5397.603516
	Iteration 58Q: 3 clusters Score -6366914 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 51116 members 
Entering Unmasked Estep 
Score: -6366913.500000 Penalty: 5397.603516
	Iteration 59Q: 3 clusters Score -6366914 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 51121 members 
Entering Unmasked Estep 
Score: -6366913.000000 Penalty: 5397.603516
	Iteration 60F: 3 clusters Score -6366913 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 51135 members 
Entering Unmasked Estep 
Score: -6366914.000000 Penalty: 5397.603516
	Iteration 61Q: 3 clusters Score -6366914 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 51147 members 
Entering Unmasked Estep 
Score: -6366921.500000 Penalty: 5397.603516
	Iteration 62Q: 3 clusters Score -6366922 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 51158 members 
Entering Unmasked Estep 
Score: -6366918.500000 Penalty: 5397.603516
	Iteration 63Q: 3 clusters Score -6366918 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 51161 members 
Entering Unmasked Estep 
Score: -6366917.500000 Penalty: 5397.603516
	Iteration 64Q: 3 clusters Score -6366918 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 51164 members 
Entering Unmasked Estep 
Score: -6366922.000000 Penalty: 5397.603516
	Iteration 65Q: 3 clusters Score -6366922 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 51172 members 
Entering Unmasked Estep 
Score: -6366918.000000 Penalty: 5397.603516
	Iteration 66Q: 3 clusters Score -6366918 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 51181 members 
Entering Unmasked Estep 
Score: -6366923.000000 Penalty: 5397.603516
	Iteration 67Q: 3 clusters Score -6366923 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 51197 members 
Entering Unmasked Estep 
Score: -6366937.500000 Penalty: 5397.603516
	Iteration 68Q: 3 clusters Score -6366938 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 51208 members 
Entering Unmasked Estep 
Score: -6366940.500000 Penalty: 5397.603516
	Iteration 69Q: 3 clusters Score -6366940 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 51222 members 
Entering Unmasked Estep 
Score: -6366940.000000 Penalty: 5397.603516
	Iteration 70Q: 3 clusters Score -6366940 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 51235 members 
Entering Unmasked Estep 
Score: -6366946.000000 Penalty: 5397.603516
	Iteration 71Q: 3 clusters Score -6366946 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 51249 members 
Entering Unmasked Estep 
Score: -6366941.500000 Penalty: 5397.603516
	Iteration 72Q: 3 clusters Score -6366942 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 51259 members 
Entering Unmasked Estep 
Score: -6366950.500000 Penalty: 5397.603516
	Iteration 73Q: 3 clusters Score -6366950 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 51275 members 
Entering Unmasked Estep 
Score: -6366961.000000 Penalty: 5397.603516
	Iteration 74Q: 3 clusters Score -6366961 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 51289 members 
Entering Unmasked Estep 
Score: -6366959.000000 Penalty: 5397.603516
	Iteration 75Q: 3 clusters Score -6366959 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 51301 members 
Entering Unmasked Estep 
Score: -6366963.000000 Penalty: 5397.603516
	Iteration 76Q: 3 clusters Score -6366963 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 51317 members 
Entering Unmasked Estep 
Score: -6366964.500000 Penalty: 5397.603516
	Iteration 77Q: 3 clusters Score -6366964 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 51331 members 
Entering Unmasked Estep 
Score: -6366966.500000 Penalty: 5397.603516
	Iteration 78Q: 3 clusters Score -6366966 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 51346 members 
Entering Unmasked Estep 
Score: -6366967.000000 Penalty: 5397.603516
	Iteration 79Q: 3 clusters Score -6366967 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 51368 members 
Entering Unmasked Estep 
Score: -6366980.500000 Penalty: 5397.603516
	Iteration 80F: 3 clusters Score -6366980 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 51391 members 
Entering Unmasked Estep 
Score: -6366978.000000 Penalty: 5397.603516
	Iteration 81Q: 3 clusters Score -6366978 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 51414 members 
Entering Unmasked Estep 
Score: -6366984.500000 Penalty: 5397.603516
	Iteration 82Q: 3 clusters Score -6366984 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 51432 members 
Entering Unmasked Estep 
Score: -6366995.000000 Penalty: 5397.603516
	Iteration 83Q: 3 clusters Score -6366995 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 51454 members 
Entering Unmasked Estep 
Score: -6367003.000000 Penalty: 5397.603516
	Iteration 84Q: 3 clusters Score -6367003 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 51474 members 
Entering Unmasked Estep 
Score: -6367008.500000 Penalty: 5397.603516
	Iteration 85Q: 3 clusters Score -6367008 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 51499 members 
Entering Unmasked Estep 
Score: -6367014.000000 Penalty: 5397.603516
	Iteration 86Q: 3 clusters Score -6367014 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 51512 members 
Entering Unmasked Estep 
Score: -6367021.000000 Penalty: 5397.603516
	Iteration 87Q: 3 clusters Score -6367021 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 51523 members 
Entering Unmasked Estep 
Score: -6367025.500000 Penalty: 5397.603516
	Iteration 88Q: 3 clusters Score -6367026 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 51541 members 
Entering Unmasked Estep 
Score: -6367025.000000 Penalty: 5397.603516
	Iteration 89Q: 3 clusters Score -6367025 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 51552 members 
Entering Unmasked Estep 
Score: -6367028.000000 Penalty: 5397.603516
	Iteration 90Q: 3 clusters Score -6367028 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 51562 members 
Entering Unmasked Estep 
Score: -6367024.000000 Penalty: 5397.603516
	Iteration 91Q: 3 clusters Score -6367024 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 51570 members 
Entering Unmasked Estep 
Score: -6367024.500000 Penalty: 5397.603516
	Iteration 92Q: 3 clusters Score -6367024 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 51574 members 
Entering Unmasked Estep 
Score: -6367036.000000 Penalty: 5397.603516
	Iteration 93Q: 3 clusters Score -6367036 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 51578 members 
Entering Unmasked Estep 
Score: -6367036.000000 Penalty: 5397.603516
	Iteration 94Q: 3 clusters Score -6367036 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 51583 members 
Entering Unmasked Estep 
Score: -6367034.000000 Penalty: 5397.603516
	Iteration 95Q: 3 clusters Score -6367034 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 51589 members 
Entering Unmasked Estep 
Score: -6367036.000000 Penalty: 5397.603516
	Iteration 96Q: 3 clusters Score -6367036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 51593 members 
Entering Unmasked Estep 
Score: -6367039.000000 Penalty: 5397.603516
	Iteration 97Q: 3 clusters Score -6367039 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 51597 members 
Entering Unmasked Estep 
Score: -6367036.500000 Penalty: 5397.603516
	Iteration 98Q: 3 clusters Score -6367036 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 51602 members 
Entering Unmasked Estep 
Score: -6367041.000000 Penalty: 5397.603516
	Iteration 99Q: 3 clusters Score -6367041 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 51606 members 
Entering Unmasked Estep 
Score: -6367038.500000 Penalty: 5397.603516
	Iteration 100F: 3 clusters Score -6367038 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 51613 members 
Entering Unmasked Estep 
Score: -6367041.000000 Penalty: 5397.603516
	Iteration 101Q: 3 clusters Score -6367041 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 51618 members 
Entering Unmasked Estep 
Score: -6367038.000000 Penalty: 5397.603516
	Iteration 102Q: 3 clusters Score -6367038 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 51623 members 
Entering Unmasked Estep 
Score: -6367039.000000 Penalty: 5397.603516
	Iteration 103Q: 3 clusters Score -6367039 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 51637 members 
Entering Unmasked Estep 
Score: -6367040.000000 Penalty: 5397.603516
	Iteration 104Q: 3 clusters Score -6367040 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 51649 members 
Entering Unmasked Estep 
Score: -6367037.500000 Penalty: 5397.603516
	Iteration 105Q: 3 clusters Score -6367038 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 51659 members 
Entering Unmasked Estep 
Score: -6367047.000000 Penalty: 5397.603516
	Iteration 106Q: 3 clusters Score -6367047 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 51668 members 
Entering Unmasked Estep 
Score: -6367053.000000 Penalty: 5397.603516
	Iteration 107Q: 3 clusters Score -6367053 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 51681 members 
Entering Unmasked Estep 
Score: -6367055.000000 Penalty: 5397.603516
	Iteration 108Q: 3 clusters Score -6367055 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 51682 members 
Entering Unmasked Estep 
Score: -6367066.000000 Penalty: 5397.603516
	Iteration 109Q: 3 clusters Score -6367066 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 51689 members 
Entering Unmasked Estep 
Score: -6367057.500000 Penalty: 5397.603516
	Iteration 110Q: 3 clusters Score -6367058 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 51696 members 
Entering Unmasked Estep 
Score: -6367069.000000 Penalty: 5397.603516
	Iteration 111Q: 3 clusters Score -6367069 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 51703 members 
Entering Unmasked Estep 
Score: -6367066.500000 Penalty: 5397.603516
	Iteration 112Q: 3 clusters Score -6367066 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 51712 members 
Entering Unmasked Estep 
Score: -6367072.000000 Penalty: 5397.603516
	Iteration 113Q: 3 clusters Score -6367072 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 51720 members 
Entering Unmasked Estep 
Score: -6367074.500000 Penalty: 5397.603516
	Iteration 114Q: 3 clusters Score -6367074 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 51725 members 
Entering Unmasked Estep 
Score: -6367072.500000 Penalty: 5397.603516
	Iteration 115Q: 3 clusters Score -6367072 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 51728 members 
Entering Unmasked Estep 
Score: -6367069.500000 Penalty: 5397.603516
	Iteration 116Q: 3 clusters Score -6367070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 51730 members 
Entering Unmasked Estep 
Score: -6367076.500000 Penalty: 5397.603516
	Iteration 117Q: 3 clusters Score -6367076 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 51732 members 
Entering Unmasked Estep 
Score: -6367074.500000 Penalty: 5397.603516
	Iteration 118Q: 3 clusters Score -6367074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 51732 members 
Entering Unmasked Estep 
Score: -6367071.000000 Penalty: 5397.603516
	Iteration 119Q: 3 clusters Score -6367071 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 51731 members 
Entering Unmasked Estep 
Score: -6367076.000000 Penalty: 5397.603516
	Iteration 120F: 3 clusters Score -6367076 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (8414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Entering Unmasked Estep 
Score: -1040303.000000 Penalty: 2241.337646
	Iteration 0F: 2 clusters Score -1040303 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -1033773.062500 Penalty: 4482.675293
	Iteration 0F: 3 clusters Score -1033773 nChanged 3366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -1035573.625000 Penalty: 4482.675293
	Iteration 1F: 3 clusters Score -1035574 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -1035869.875000 Penalty: 4482.675293
	Iteration 2F: 3 clusters Score -1035870 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -1036108.687500 Penalty: 4482.675293
	Iteration 3F: 3 clusters Score -1036109 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -1036299.562500 Penalty: 4482.675293
	Iteration 4Q: 3 clusters Score -1036300 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -1036447.562500 Penalty: 4482.675293
	Iteration 5Q: 3 clusters Score -1036448 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -1036608.750000 Penalty: 4482.675293
	Iteration 6Q: 3 clusters Score -1036609 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -1036786.937500 Penalty: 4482.675293
	Iteration 7Q: 3 clusters Score -1036787 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -1036985.625000 Penalty: 4482.675293
	Iteration 8Q: 3 clusters Score -1036986 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -1037216.937500 Penalty: 4482.675293
	Iteration 9Q: 3 clusters Score -1037217 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -1037475.250000 Penalty: 4482.675293
	Iteration 10Q: 3 clusters Score -1037475 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -1037716.250000 Penalty: 4482.675293
	Iteration 11Q: 3 clusters Score -1037716 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -1037945.562500 Penalty: 4482.675293
	Iteration 12Q: 3 clusters Score -1037946 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -1038129.375000 Penalty: 4482.675293
	Iteration 13Q: 3 clusters Score -1038129 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -1038277.875000 Penalty: 4482.675293
	Iteration 14Q: 3 clusters Score -1038278 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -1038375.125000 Penalty: 4482.675293
	Iteration 15Q: 3 clusters Score -1038375 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -1038469.250000 Penalty: 4482.675293
	Iteration 16Q: 3 clusters Score -1038469 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -1038549.312500 Penalty: 4482.675293
	Iteration 17Q: 3 clusters Score -1038549 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -1038606.875000 Penalty: 4482.675293
	Iteration 18Q: 3 clusters Score -1038607 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -1038647.500000 Penalty: 4482.675293
	Iteration 19Q: 3 clusters Score -1038648 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -1038667.562500 Penalty: 4482.675293
	Iteration 20F: 3 clusters Score -1038668 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -1038682.125000 Penalty: 4482.675293
	Iteration 21Q: 3 clusters Score -1038682 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -1038696.937500 Penalty: 4482.675293
	Iteration 22Q: 3 clusters Score -1038697 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -1038704.687500 Penalty: 4482.675293
	Iteration 23Q: 3 clusters Score -1038705 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -1038711.562500 Penalty: 4482.675293
	Iteration 24Q: 3 clusters Score -1038712 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -1038715.375000 Penalty: 4482.675293
	Iteration 25Q: 3 clusters Score -1038715 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -1038718.000000 Penalty: 4482.675293
	Iteration 26Q: 3 clusters Score -1038718 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -1038717.875000 Penalty: 4482.675293
	Iteration 27Q: 3 clusters Score -1038718 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -1038719.750000 Penalty: 4482.675293
	Iteration 28Q: 3 clusters Score -1038720 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -1038722.875000 Penalty: 4482.675293
	Iteration 29Q: 3 clusters Score -1038723 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -1038724.062500 Penalty: 4482.675293
	Iteration 30Q: 3 clusters Score -1038724 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -1038723.625000 Penalty: 4482.675293
	Iteration 31Q: 3 clusters Score -1038724 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -1038723.875000 Penalty: 4482.675293
	Iteration 32Q: 3 clusters Score -1038724 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -1038725.000000 Penalty: 4482.675293
	Iteration 33Q: 3 clusters Score -1038725 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -1038725.000000 Penalty: 4482.675293
	Iteration 34F: 3 clusters Score -1038725 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (27723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27723 members 
Entering Unmasked Estep 
Score: -3527888.750000 Penalty: 2537.044434
	Iteration 0F: 2 clusters Score -3527889 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13723 members 
Mstep: Class 2 contains 14000 members 
Entering Unmasked Estep 
Score: -3508830.500000 Penalty: 5074.088867
	Iteration 0F: 3 clusters Score -3508830 nChanged 12520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13321 members 
Mstep: Class 2 contains 14402 members 
Entering Unmasked Estep 
Score: -3515498.000000 Penalty: 5074.088867
	Iteration 1F: 3 clusters Score -3515498 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12945 members 
Mstep: Class 2 contains 14778 members 
Entering Unmasked Estep 
Score: -3515971.250000 Penalty: 5074.088867
	Iteration 2Q: 3 clusters Score -3515971 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12419 members 
Mstep: Class 2 contains 15304 members 
Entering Unmasked Estep 
Score: -3516495.500000 Penalty: 5074.088867
	Iteration 3Q: 3 clusters Score -3516496 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11709 members 
Mstep: Class 2 contains 16014 members 
Entering Unmasked Estep 
Score: -3517073.500000 Penalty: 5074.088867
	Iteration 4Q: 3 clusters Score -3517074 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 16920 members 
Entering Unmasked Estep 
Score: -3517807.000000 Penalty: 5074.088867
	Iteration 5Q: 3 clusters Score -3517807 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 18047 members 
Entering Unmasked Estep 
Score: -3518787.250000 Penalty: 5074.088867
	Iteration 6F: 3 clusters Score -3518787 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 19350 members 
Entering Unmasked Estep 
Score: -3519967.750000 Penalty: 5074.088867
	Iteration 7F: 3 clusters Score -3519968 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 20839 members 
Entering Unmasked Estep 
Score: -3521327.000000 Penalty: 5074.088867
	Iteration 8F: 3 clusters Score -3521327 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 22319 members 
Entering Unmasked Estep 
Score: -3522832.000000 Penalty: 5074.088867
	Iteration 9F: 3 clusters Score -3522832 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 23508 members 
Entering Unmasked Estep 
Score: -3524240.250000 Penalty: 5074.088867
	Iteration 10Q: 3 clusters Score -3524240 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 24239 members 
Entering Unmasked Estep 
Score: -3525310.250000 Penalty: 5074.088867
	Iteration 11Q: 3 clusters Score -3525310 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 24558 members 
Entering Unmasked Estep 
Score: -3525937.500000 Penalty: 5074.088867
	Iteration 12Q: 3 clusters Score -3525938 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 24710 members 
Entering Unmasked Estep 
Score: -3526263.500000 Penalty: 5074.088867
	Iteration 13Q: 3 clusters Score -3526264 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 24795 members 
Entering Unmasked Estep 
Score: -3526431.500000 Penalty: 5074.088867
	Iteration 14Q: 3 clusters Score -3526432 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 24845 members 
Entering Unmasked Estep 
Score: -3526515.500000 Penalty: 5074.088867
	Iteration 15Q: 3 clusters Score -3526516 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 24855 members 
Entering Unmasked Estep 
Score: -3526535.000000 Penalty: 5074.088867
	Iteration 16Q: 3 clusters Score -3526535 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 24865 members 
Entering Unmasked Estep 
Score: -3526555.500000 Penalty: 5074.088867
	Iteration 17Q: 3 clusters Score -3526556 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 24864 members 
Entering Unmasked Estep 
Score: -3526578.000000 Penalty: 5074.088867
	Iteration 18Q: 3 clusters Score -3526578 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 24865 members 
Entering Unmasked Estep 
Score: -3526577.000000 Penalty: 5074.088867
	Iteration 19Q: 3 clusters Score -3526577 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 24866 members 
Entering Unmasked Estep 
Score: -3526586.250000 Penalty: 5074.088867
	Iteration 20F: 3 clusters Score -3526586 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 24874 members 
Entering Unmasked Estep 
Score: -3526589.250000 Penalty: 5074.088867
	Iteration 21Q: 3 clusters Score -3526589 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 24871 members 
Entering Unmasked Estep 
Score: -3526596.500000 Penalty: 5074.088867
	Iteration 22Q: 3 clusters Score -3526596 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 24877 members 
Entering Unmasked Estep 
Score: -3526597.000000 Penalty: 5074.088867
	Iteration 23Q: 3 clusters Score -3526597 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 24878 members 
Entering Unmasked Estep 
Score: -3526595.500000 Penalty: 5074.088867
	Iteration 24Q: 3 clusters Score -3526596 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 24876 members 
Entering Unmasked Estep 
Score: -3526604.250000 Penalty: 5074.088867
	Iteration 25Q: 3 clusters Score -3526604 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 24875 members 
Entering Unmasked Estep 
Score: -3526607.000000 Penalty: 5074.088867
	Iteration 26Q: 3 clusters Score -3526607 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 24874 members 
Entering Unmasked Estep 
Score: -3526604.250000 Penalty: 5074.088867
	Iteration 27Q: 3 clusters Score -3526604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 24873 members 
Entering Unmasked Estep 
Score: -3526601.000000 Penalty: 5074.088867
	Iteration 28Q: 3 clusters Score -3526601 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 24870 members 
Entering Unmasked Estep 
Score: -3526606.250000 Penalty: 5074.088867
	Iteration 29Q: 3 clusters Score -3526606 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 24868 members 
Entering Unmasked Estep 
Score: -3526602.500000 Penalty: 5074.088867
	Iteration 30Q: 3 clusters Score -3526602 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 24865 members 
Entering Unmasked Estep 
Score: -3526603.250000 Penalty: 5074.088867
	Iteration 31Q: 3 clusters Score -3526603 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 24860 members 
Entering Unmasked Estep 
Score: -3526603.250000 Penalty: 5074.088867
	Iteration 32Q: 3 clusters Score -3526603 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 24857 members 
Entering Unmasked Estep 
Score: -3526607.250000 Penalty: 5074.088867
	Iteration 33Q: 3 clusters Score -3526607 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 24854 members 
Entering Unmasked Estep 
Score: -3526612.000000 Penalty: 5074.088867
	Iteration 34Q: 3 clusters Score -3526612 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 24853 members 
Entering Unmasked Estep 
Score: -3526608.250000 Penalty: 5074.088867
	Iteration 35Q: 3 clusters Score -3526608 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 24851 members 
Entering Unmasked Estep 
Score: -3526617.000000 Penalty: 5074.088867
	Iteration 36Q: 3 clusters Score -3526617 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 24853 members 
Entering Unmasked Estep 
Score: -3526615.500000 Penalty: 5074.088867
	Iteration 37Q: 3 clusters Score -3526616 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 24855 members 
Entering Unmasked Estep 
Score: -3526616.500000 Penalty: 5074.088867
	Iteration 38Q: 3 clusters Score -3526616 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 24856 members 
Entering Unmasked Estep 
Score: -3526615.500000 Penalty: 5074.088867
	Iteration 39Q: 3 clusters Score -3526616 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 24858 members 
Entering Unmasked Estep 
Score: -3526616.750000 Penalty: 5074.088867
	Iteration 40F: 3 clusters Score -3526617 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 24859 members 
Entering Unmasked Estep 
Score: -3526613.500000 Penalty: 5074.088867
	Iteration 41Q: 3 clusters Score -3526614 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 24859 members 
Entering Unmasked Estep 
Score: -3526613.500000 Penalty: 5074.088867
	Iteration 42F: 3 clusters Score -3526614 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (9982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Entering Unmasked Estep 
Score: -1143235.250000 Penalty: 2283.717773
	Iteration 0F: 2 clusters Score -1143235 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -1135526.875000 Penalty: 4567.435547
	Iteration 0F: 3 clusters Score -1135527 nChanged 4217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -1137889.375000 Penalty: 4567.435547
	Iteration 1F: 3 clusters Score -1137889 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -1138356.500000 Penalty: 4567.435547
	Iteration 2F: 3 clusters Score -1138356 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -1138745.875000 Penalty: 4567.435547
	Iteration 3F: 3 clusters Score -1138746 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -1139102.750000 Penalty: 4567.435547
	Iteration 4F: 3 clusters Score -1139103 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -1139476.625000 Penalty: 4567.435547
	Iteration 5F: 3 clusters Score -1139477 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -1139853.625000 Penalty: 4567.435547
	Iteration 6F: 3 clusters Score -1139854 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -1140276.000000 Penalty: 4567.435547
	Iteration 7F: 3 clusters Score -1140276 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -1140596.125000 Penalty: 4567.435547
	Iteration 8F: 3 clusters Score -1140596 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -1140824.125000 Penalty: 4567.435547
	Iteration 9Q: 3 clusters Score -1140824 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -1141013.000000 Penalty: 4567.435547
	Iteration 10Q: 3 clusters Score -1141013 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -1141187.125000 Penalty: 4567.435547
	Iteration 11Q: 3 clusters Score -1141187 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -1141360.250000 Penalty: 4567.435547
	Iteration 12Q: 3 clusters Score -1141360 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -1141506.750000 Penalty: 4567.435547
	Iteration 13Q: 3 clusters Score -1141507 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -1141646.500000 Penalty: 4567.435547
	Iteration 14Q: 3 clusters Score -1141646 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -1141759.750000 Penalty: 4567.435547
	Iteration 15Q: 3 clusters Score -1141760 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -1141821.875000 Penalty: 4567.435547
	Iteration 16Q: 3 clusters Score -1141822 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -1141871.750000 Penalty: 4567.435547
	Iteration 17Q: 3 clusters Score -1141872 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -1141917.250000 Penalty: 4567.435547
	Iteration 18Q: 3 clusters Score -1141917 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -1141942.500000 Penalty: 4567.435547
	Iteration 19Q: 3 clusters Score -1141942 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -1141970.375000 Penalty: 4567.435547
	Iteration 20F: 3 clusters Score -1141970 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -1141990.375000 Penalty: 4567.435547
	Iteration 21Q: 3 clusters Score -1141990 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -1142008.750000 Penalty: 4567.435547
	Iteration 22Q: 3 clusters Score -1142009 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -1142023.750000 Penalty: 4567.435547
	Iteration 23Q: 3 clusters Score -1142024 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -1142032.250000 Penalty: 4567.435547
	Iteration 24Q: 3 clusters Score -1142032 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -1142037.375000 Penalty: 4567.435547
	Iteration 25Q: 3 clusters Score -1142037 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -1142044.500000 Penalty: 4567.435547
	Iteration 26Q: 3 clusters Score -1142044 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -1142047.750000 Penalty: 4567.435547
	Iteration 27Q: 3 clusters Score -1142048 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -1142051.250000 Penalty: 4567.435547
	Iteration 28Q: 3 clusters Score -1142051 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -1142057.250000 Penalty: 4567.435547
	Iteration 29Q: 3 clusters Score -1142057 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -1142058.000000 Penalty: 4567.435547
	Iteration 30Q: 3 clusters Score -1142058 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -1142059.375000 Penalty: 4567.435547
	Iteration 31Q: 3 clusters Score -1142059 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -1142062.250000 Penalty: 4567.435547
	Iteration 32Q: 3 clusters Score -1142062 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -1142063.250000 Penalty: 4567.435547
	Iteration 33Q: 3 clusters Score -1142063 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -1142064.000000 Penalty: 4567.435547
	Iteration 34Q: 3 clusters Score -1142064 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -1142066.875000 Penalty: 4567.435547
	Iteration 35Q: 3 clusters Score -1142067 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -1142066.250000 Penalty: 4567.435547
	Iteration 36Q: 3 clusters Score -1142066 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -1142068.750000 Penalty: 4567.435547
	Iteration 37Q: 3 clusters Score -1142069 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -1142073.625000 Penalty: 4567.435547
	Iteration 38Q: 3 clusters Score -1142074 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -1142075.250000 Penalty: 4567.435547
	Iteration 39Q: 3 clusters Score -1142075 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -1142076.750000 Penalty: 4567.435547
	Iteration 40F: 3 clusters Score -1142077 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -1142076.250000 Penalty: 4567.435547
	Iteration 41Q: 3 clusters Score -1142076 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -1142077.500000 Penalty: 4567.435547
	Iteration 42Q: 3 clusters Score -1142078 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -1142084.000000 Penalty: 4567.435547
	Iteration 43Q: 3 clusters Score -1142084 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -1142085.375000 Penalty: 4567.435547
	Iteration 44Q: 3 clusters Score -1142085 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -1142092.750000 Penalty: 4567.435547
	Iteration 45Q: 3 clusters Score -1142093 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -1142096.750000 Penalty: 4567.435547
	Iteration 46Q: 3 clusters Score -1142097 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -1142103.250000 Penalty: 4567.435547
	Iteration 47Q: 3 clusters Score -1142103 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -1142108.375000 Penalty: 4567.435547
	Iteration 48Q: 3 clusters Score -1142108 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -1142116.125000 Penalty: 4567.435547
	Iteration 49Q: 3 clusters Score -1142116 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -1142125.750000 Penalty: 4567.435547
	Iteration 50Q: 3 clusters Score -1142126 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -1142135.125000 Penalty: 4567.435547
	Iteration 51Q: 3 clusters Score -1142135 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -1142142.125000 Penalty: 4567.435547
	Iteration 52Q: 3 clusters Score -1142142 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -1142149.000000 Penalty: 4567.435547
	Iteration 53Q: 3 clusters Score -1142149 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -1142150.250000 Penalty: 4567.435547
	Iteration 54Q: 3 clusters Score -1142150 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -1142156.500000 Penalty: 4567.435547
	Iteration 55Q: 3 clusters Score -1142156 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -1142157.375000 Penalty: 4567.435547
	Iteration 56Q: 3 clusters Score -1142157 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -1142161.875000 Penalty: 4567.435547
	Iteration 57Q: 3 clusters Score -1142162 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -1142165.500000 Penalty: 4567.435547
	Iteration 58Q: 3 clusters Score -1142166 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -1142167.625000 Penalty: 4567.435547
	Iteration 59Q: 3 clusters Score -1142168 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -1142176.000000 Penalty: 4567.435547
	Iteration 60F: 3 clusters Score -1142176 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -1142177.875000 Penalty: 4567.435547
	Iteration 61Q: 3 clusters Score -1142178 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -1142180.750000 Penalty: 4567.435547
	Iteration 62Q: 3 clusters Score -1142181 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -1142183.250000 Penalty: 4567.435547
	Iteration 63Q: 3 clusters Score -1142183 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -1142189.000000 Penalty: 4567.435547
	Iteration 64Q: 3 clusters Score -1142189 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -1142193.625000 Penalty: 4567.435547
	Iteration 65Q: 3 clusters Score -1142194 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -1142196.375000 Penalty: 4567.435547
	Iteration 66Q: 3 clusters Score -1142196 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -1142197.250000 Penalty: 4567.435547
	Iteration 67Q: 3 clusters Score -1142197 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -1142203.375000 Penalty: 4567.435547
	Iteration 68Q: 3 clusters Score -1142203 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -1142201.000000 Penalty: 4567.435547
	Iteration 69Q: 3 clusters Score -1142201 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -1142205.000000 Penalty: 4567.435547
	Iteration 70Q: 3 clusters Score -1142205 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -1142205.500000 Penalty: 4567.435547
	Iteration 71Q: 3 clusters Score -1142206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -1142207.000000 Penalty: 4567.435547
	Iteration 72Q: 3 clusters Score -1142207 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -1142207.625000 Penalty: 4567.435547
	Iteration 73Q: 3 clusters Score -1142208 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -1142208.125000 Penalty: 4567.435547
	Iteration 74Q: 3 clusters Score -1142208 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -1142208.125000 Penalty: 4567.435547
	Iteration 75Q: 3 clusters Score -1142208 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -1142209.875000 Penalty: 4567.435547
	Iteration 76Q: 3 clusters Score -1142210 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -1142212.625000 Penalty: 4567.435547
	Iteration 77Q: 3 clusters Score -1142213 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -1142213.125000 Penalty: 4567.435547
	Iteration 78Q: 3 clusters Score -1142213 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -1142216.375000 Penalty: 4567.435547
	Iteration 79Q: 3 clusters Score -1142216 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -1142221.500000 Penalty: 4567.435547
	Iteration 80F: 3 clusters Score -1142222 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -1142223.625000 Penalty: 4567.435547
	Iteration 81Q: 3 clusters Score -1142224 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -1142226.750000 Penalty: 4567.435547
	Iteration 82Q: 3 clusters Score -1142227 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -1142227.875000 Penalty: 4567.435547
	Iteration 83Q: 3 clusters Score -1142228 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -1142228.125000 Penalty: 4567.435547
	Iteration 84Q: 3 clusters Score -1142228 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -1142229.500000 Penalty: 4567.435547
	Iteration 85Q: 3 clusters Score -1142230 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -1142232.625000 Penalty: 4567.435547
	Iteration 86Q: 3 clusters Score -1142233 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -1142232.875000 Penalty: 4567.435547
	Iteration 87Q: 3 clusters Score -1142233 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -1142236.875000 Penalty: 4567.435547
	Iteration 88Q: 3 clusters Score -1142237 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -1142240.625000 Penalty: 4567.435547
	Iteration 89Q: 3 clusters Score -1142241 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -1142240.625000 Penalty: 4567.435547
	Iteration 90Q: 3 clusters Score -1142241 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -1142240.625000 Penalty: 4567.435547
	Iteration 91Q: 3 clusters Score -1142241 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -1142239.875000 Penalty: 4567.435547
	Iteration 92Q: 3 clusters Score -1142240 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -1142243.500000 Penalty: 4567.435547
	Iteration 93Q: 3 clusters Score -1142244 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -1142246.375000 Penalty: 4567.435547
	Iteration 94Q: 3 clusters Score -1142246 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -1142249.875000 Penalty: 4567.435547
	Iteration 95Q: 3 clusters Score -1142250 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -1142248.500000 Penalty: 4567.435547
	Iteration 96Q: 3 clusters Score -1142248 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -1142248.500000 Penalty: 4567.435547
	Iteration 97Q: 3 clusters Score -1142248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -1142248.875000 Penalty: 4567.435547
	Iteration 98Q: 3 clusters Score -1142249 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -1142252.250000 Penalty: 4567.435547
	Iteration 99Q: 3 clusters Score -1142252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -1142253.375000 Penalty: 4567.435547
	Iteration 100F: 3 clusters Score -1142253 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -1142254.875000 Penalty: 4567.435547
	Iteration 101Q: 3 clusters Score -1142255 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -1142255.000000 Penalty: 4567.435547
	Iteration 102Q: 3 clusters Score -1142255 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -1142256.375000 Penalty: 4567.435547
	Iteration 103Q: 3 clusters Score -1142256 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -1142256.375000 Penalty: 4567.435547
	Iteration 104F: 3 clusters Score -1142256 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Entering Unmasked Estep 
Score: -821864.750000 Penalty: 2186.285400
	Iteration 0F: 2 clusters Score -821864.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -816245.875000 Penalty: 4372.570801
	Iteration 0F: 3 clusters Score -816245.9 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -817667.812500 Penalty: 4372.570801
	Iteration 1F: 3 clusters Score -817667.8 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -818005.375000 Penalty: 4372.570801
	Iteration 2F: 3 clusters Score -818005.4 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -818328.062500 Penalty: 4372.570801
	Iteration 3F: 3 clusters Score -818328.1 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -818656.250000 Penalty: 4372.570801
	Iteration 4F: 3 clusters Score -818656.2 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -818928.375000 Penalty: 4372.570801
	Iteration 5F: 3 clusters Score -818928.4 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -819156.625000 Penalty: 4372.570801
	Iteration 6Q: 3 clusters Score -819156.6 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -819370.000000 Penalty: 4372.570801
	Iteration 7Q: 3 clusters Score -819370 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -819540.750000 Penalty: 4372.570801
	Iteration 8Q: 3 clusters Score -819540.8 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -819681.750000 Penalty: 4372.570801
	Iteration 9Q: 3 clusters Score -819681.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -819816.125000 Penalty: 4372.570801
	Iteration 10Q: 3 clusters Score -819816.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -819916.875000 Penalty: 4372.570801
	Iteration 11Q: 3 clusters Score -819916.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -819979.500000 Penalty: 4372.570801
	Iteration 12Q: 3 clusters Score -819979.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -820020.562500 Penalty: 4372.570801
	Iteration 13Q: 3 clusters Score -820020.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -820045.437500 Penalty: 4372.570801
	Iteration 14Q: 3 clusters Score -820045.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -820068.562500 Penalty: 4372.570801
	Iteration 15Q: 3 clusters Score -820068.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -820085.562500 Penalty: 4372.570801
	Iteration 16Q: 3 clusters Score -820085.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -820099.625000 Penalty: 4372.570801
	Iteration 17Q: 3 clusters Score -820099.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -820107.250000 Penalty: 4372.570801
	Iteration 18Q: 3 clusters Score -820107.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -820115.000000 Penalty: 4372.570801
	Iteration 19Q: 3 clusters Score -820115 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -820123.437500 Penalty: 4372.570801
	Iteration 20F: 3 clusters Score -820123.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -820126.937500 Penalty: 4372.570801
	Iteration 21Q: 3 clusters Score -820126.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -820131.750000 Penalty: 4372.570801
	Iteration 22Q: 3 clusters Score -820131.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -820133.875000 Penalty: 4372.570801
	Iteration 23Q: 3 clusters Score -820133.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -820135.125000 Penalty: 4372.570801
	Iteration 24Q: 3 clusters Score -820135.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -820136.500000 Penalty: 4372.570801
	Iteration 25Q: 3 clusters Score -820136.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -820134.562500 Penalty: 4372.570801
	Iteration 26Q: 3 clusters Score -820134.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -820136.687500 Penalty: 4372.570801
	Iteration 27Q: 3 clusters Score -820136.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -820138.125000 Penalty: 4372.570801
	Iteration 28Q: 3 clusters Score -820138.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -820140.750000 Penalty: 4372.570801
	Iteration 29Q: 3 clusters Score -820140.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -820143.000000 Penalty: 4372.570801
	Iteration 30Q: 3 clusters Score -820143 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -820143.312500 Penalty: 4372.570801
	Iteration 31Q: 3 clusters Score -820143.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -820145.687500 Penalty: 4372.570801
	Iteration 32Q: 3 clusters Score -820145.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -820147.625000 Penalty: 4372.570801
	Iteration 33Q: 3 clusters Score -820147.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -820145.687500 Penalty: 4372.570801
	Iteration 34Q: 3 clusters Score -820145.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -820147.625000 Penalty: 4372.570801
	Iteration 35Q: 3 clusters Score -820147.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -820146.500000 Penalty: 4372.570801
	Iteration 36Q: 3 clusters Score -820146.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -820148.812500 Penalty: 4372.570801
	Iteration 37Q: 3 clusters Score -820148.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -820150.000000 Penalty: 4372.570801
	Iteration 38Q: 3 clusters Score -820150 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -820151.125000 Penalty: 4372.570801
	Iteration 39Q: 3 clusters Score -820151.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -820151.187500 Penalty: 4372.570801
	Iteration 40F: 3 clusters Score -820151.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -820153.250000 Penalty: 4372.570801
	Iteration 41Q: 3 clusters Score -820153.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -820153.312500 Penalty: 4372.570801
	Iteration 42Q: 3 clusters Score -820153.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -820153.812500 Penalty: 4372.570801
	Iteration 43Q: 3 clusters Score -820153.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -820153.812500 Penalty: 4372.570801
	Iteration 44F: 3 clusters Score -820153.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (28002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28002 members 
Entering Unmasked Estep 
Score: -3565749.000000 Penalty: 2539.527832
	Iteration 0F: 2 clusters Score -3565749 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14077 members 
Mstep: Class 2 contains 13925 members 
Entering Unmasked Estep 
Score: -3546601.750000 Penalty: 5079.055664
	Iteration 0F: 3 clusters Score -3546602 nChanged 12510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14807 members 
Mstep: Class 2 contains 13195 members 
Entering Unmasked Estep 
Score: -3553631.500000 Penalty: 5079.055664
	Iteration 1F: 3 clusters Score -3553632 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15307 members 
Mstep: Class 2 contains 12695 members 
Entering Unmasked Estep 
Score: -3554394.500000 Penalty: 5079.055664
	Iteration 2F: 3 clusters Score -3554394 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15974 members 
Mstep: Class 2 contains 12028 members 
Entering Unmasked Estep 
Score: -3555189.500000 Penalty: 5079.055664
	Iteration 3F: 3 clusters Score -3555190 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16861 members 
Mstep: Class 2 contains 11141 members 
Entering Unmasked Estep 
Score: -3556066.500000 Penalty: 5079.055664
	Iteration 4F: 3 clusters Score -3556066 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17897 members 
Mstep: Class 2 contains 10105 members 
Entering Unmasked Estep 
Score: -3556993.500000 Penalty: 5079.055664
	Iteration 5F: 3 clusters Score -3556994 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19107 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -3557966.000000 Penalty: 5079.055664
	Iteration 6F: 3 clusters Score -3557966 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20460 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -3559034.000000 Penalty: 5079.055664
	Iteration 7F: 3 clusters Score -3559034 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21847 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -3560138.750000 Penalty: 5079.055664
	Iteration 8F: 3 clusters Score -3560139 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23204 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -3561267.250000 Penalty: 5079.055664
	Iteration 9F: 3 clusters Score -3561267 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24403 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -3562318.500000 Penalty: 5079.055664
	Iteration 10Q: 3 clusters Score -3562318 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25307 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -3563119.500000 Penalty: 5079.055664
	Iteration 11Q: 3 clusters Score -3563120 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25927 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -3563610.250000 Penalty: 5079.055664
	Iteration 12Q: 3 clusters Score -3563610 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26297 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -3563891.250000 Penalty: 5079.055664
	Iteration 13Q: 3 clusters Score -3563891 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26547 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -3564080.500000 Penalty: 5079.055664
	Iteration 14Q: 3 clusters Score -3564080 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26720 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -3564217.250000 Penalty: 5079.055664
	Iteration 15Q: 3 clusters Score -3564217 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26844 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -3564321.250000 Penalty: 5079.055664
	Iteration 16Q: 3 clusters Score -3564321 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26921 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -3564411.000000 Penalty: 5079.055664
	Iteration 17Q: 3 clusters Score -3564411 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26994 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -3564494.750000 Penalty: 5079.055664
	Iteration 18Q: 3 clusters Score -3564495 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27040 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -3564534.750000 Penalty: 5079.055664
	Iteration 19Q: 3 clusters Score -3564535 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27055 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -3564536.250000 Penalty: 5079.055664
	Iteration 20F: 3 clusters Score -3564536 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27061 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -3564543.500000 Penalty: 5079.055664
	Iteration 21Q: 3 clusters Score -3564544 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27069 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -3564555.500000 Penalty: 5079.055664
	Iteration 22Q: 3 clusters Score -3564556 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27076 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -3564565.000000 Penalty: 5079.055664
	Iteration 23Q: 3 clusters Score -3564565 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27080 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -3564561.750000 Penalty: 5079.055664
	Iteration 24Q: 3 clusters Score -3564562 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27082 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -3564558.500000 Penalty: 5079.055664
	Iteration 25Q: 3 clusters Score -3564558 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27084 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -3564559.250000 Penalty: 5079.055664
	Iteration 26Q: 3 clusters Score -3564559 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27084 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -3564561.500000 Penalty: 5079.055664
	Iteration 27Q: 3 clusters Score -3564562 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27084 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -3564561.500000 Penalty: 5079.055664
	Iteration 28F: 3 clusters Score -3564562 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Entering Unmasked Estep 
Score: -372417.875000 Penalty: 1997.521606
	Iteration 0F: 2 clusters Score -372417.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -370170.781250 Penalty: 3995.043213
	Iteration 0F: 3 clusters Score -370170.8 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -377429.718750 Penalty: 3995.043213
	Iteration 1F: 3 clusters Score -377429.7 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -380415.968750 Penalty: 3995.043213
	Iteration 2F: 3 clusters Score -380416 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -381499.187500 Penalty: 3995.043213
	Iteration 3F: 3 clusters Score -381499.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -382120.093750 Penalty: 3995.043213
	Iteration 4Q: 3 clusters Score -382120.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -383089.250000 Penalty: 3995.043213
	Iteration 5Q: 3 clusters Score -383089.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -383337.093750 Penalty: 3995.043213
	Iteration 6Q: 3 clusters Score -383337.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -383395.531250 Penalty: 3995.043213
	Iteration 7Q: 3 clusters Score -383395.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -383384.531250 Penalty: 3995.043213
	Iteration 8Q: 3 clusters Score -383384.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -383399.718750 Penalty: 3995.043213
	Iteration 9Q: 3 clusters Score -383399.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -383390.343750 Penalty: 3995.043213
	Iteration 10Q: 3 clusters Score -383390.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -383354.218750 Penalty: 3995.043213
	Iteration 11Q: 3 clusters Score -383354.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -383358.187500 Penalty: 3995.043213
	Iteration 12F: 3 clusters Score -383358.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -383398.156250 Penalty: 3995.043213
	Iteration 13Q: 3 clusters Score -383398.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -383398.156250 Penalty: 3995.043213
	Iteration 14F: 3 clusters Score -383398.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 53224 members 
Mstep: Class 3 contains 8414 members 
Mstep: Class 4 contains 27723 members 
Mstep: Class 5 contains 9982 members 
Mstep: Class 6 contains 6739 members 
Mstep: Class 7 contains 28002 members 
Mstep: Class 8 contains 1540 members 
Mstep: Class 9 contains 63446 members 
Mstep: Class 10 contains 4401 members 
Mstep: Class 11 contains 39550 members 
Mstep: Class 12 contains 24745 members 
Mstep: Class 13 contains 213096 members 
Mstep: Class 14 contains 44586 members 
Mstep: Class 15 contains 14830 members 
Mstep: Class 16 contains 51069 members 
Mstep: Class 17 contains 14603 members 
Mstep: Class 18 contains 180341 members 
Mstep: Class 19 contains 63855 members 
Mstep: Class 20 contains 11943 members 
Mstep: Class 21 contains 14561 members 
Mstep: Class 22 contains 12157 members 
Mstep: Class 23 contains 10349 members 
Mstep: Class 24 contains 18503 members 
Mstep: Class 25 contains 7307 members 
Mstep: Class 26 contains 195379 members 
Mstep: Class 27 contains 5746 members 
Mstep: Class 28 contains 4168 members 
Mstep: Class 29 contains 46374 members 
Mstep: Class 30 contains 8300 members 
Mstep: Class 31 contains 870 members 
Mstep: Class 32 contains 1608 members 
Entering Unmasked Estep 
Score: -147389616.000000 Penalty: 111008.703125
Splitting cluster 8 changes total score from -147374432.000000 to -147389616.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 9 (63446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63446 members 
Entering Unmasked Estep 
Score: -7955653.500000 Penalty: 2742.370117
	Iteration 0F: 2 clusters Score -7955654 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31673 members 
Mstep: Class 2 contains 31773 members 
Entering Unmasked Estep 
Score: -7913141.500000 Penalty: 5484.740234
	Iteration 0F: 3 clusters Score -7913142 nChanged 29611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31028 members 
Mstep: Class 2 contains 32418 members 
Entering Unmasked Estep 
Score: -7930601.500000 Penalty: 5484.740234
	Iteration 1F: 3 clusters Score -7930602 nChanged 3107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30457 members 
Mstep: Class 2 contains 32989 members 
Entering Unmasked Estep 
Score: -7932140.000000 Penalty: 5484.740234
	Iteration 2Q: 3 clusters Score -7932140 nChanged 3679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29466 members 
Mstep: Class 2 contains 33980 members 
Entering Unmasked Estep 
Score: -7934424.500000 Penalty: 5484.740234
	Iteration 3F: 3 clusters Score -7934424 nChanged 4454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27784 members 
Mstep: Class 2 contains 35662 members 
Entering Unmasked Estep 
Score: -7937727.000000 Penalty: 5484.740234
	Iteration 4F: 3 clusters Score -7937727 nChanged 5009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25565 members 
Mstep: Class 2 contains 37881 members 
Entering Unmasked Estep 
Score: -7941939.500000 Penalty: 5484.740234
	Iteration 5F: 3 clusters Score -7941940 nChanged 5016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23147 members 
Mstep: Class 2 contains 40299 members 
Entering Unmasked Estep 
Score: -7946673.000000 Penalty: 5484.740234
	Iteration 6F: 3 clusters Score -7946673 nChanged 4196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21057 members 
Mstep: Class 2 contains 42389 members 
Entering Unmasked Estep 
Score: -7950579.500000 Penalty: 5484.740234
	Iteration 7F: 3 clusters Score -7950580 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19650 members 
Mstep: Class 2 contains 43796 members 
Entering Unmasked Estep 
Score: -7952694.000000 Penalty: 5484.740234
	Iteration 8Q: 3 clusters Score -7952694 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18567 members 
Mstep: Class 2 contains 44879 members 
Entering Unmasked Estep 
Score: -7953743.000000 Penalty: 5484.740234
	Iteration 9Q: 3 clusters Score -7953743 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17679 members 
Mstep: Class 2 contains 45767 members 
Entering Unmasked Estep 
Score: -7954312.500000 Penalty: 5484.740234
	Iteration 10Q: 3 clusters Score -7954312 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16897 members 
Mstep: Class 2 contains 46549 members 
Entering Unmasked Estep 
Score: -7954681.500000 Penalty: 5484.740234
	Iteration 11Q: 3 clusters Score -7954682 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16197 members 
Mstep: Class 2 contains 47249 members 
Entering Unmasked Estep 
Score: -7954935.500000 Penalty: 5484.740234
	Iteration 12Q: 3 clusters Score -7954936 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15587 members 
Mstep: Class 2 contains 47859 members 
Entering Unmasked Estep 
Score: -7955150.000000 Penalty: 5484.740234
	Iteration 13Q: 3 clusters Score -7955150 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15117 members 
Mstep: Class 2 contains 48329 members 
Entering Unmasked Estep 
Score: -7955284.500000 Penalty: 5484.740234
	Iteration 14Q: 3 clusters Score -7955284 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14696 members 
Mstep: Class 2 contains 48750 members 
Entering Unmasked Estep 
Score: -7955370.000000 Penalty: 5484.740234
	Iteration 15Q: 3 clusters Score -7955370 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14307 members 
Mstep: Class 2 contains 49139 members 
Entering Unmasked Estep 
Score: -7955430.500000 Penalty: 5484.740234
	Iteration 16Q: 3 clusters Score -7955430 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13968 members 
Mstep: Class 2 contains 49478 members 
Entering Unmasked Estep 
Score: -7955513.000000 Penalty: 5484.740234
	Iteration 17Q: 3 clusters Score -7955513 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13653 members 
Mstep: Class 2 contains 49793 members 
Entering Unmasked Estep 
Score: -7955541.000000 Penalty: 5484.740234
	Iteration 18Q: 3 clusters Score -7955541 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13383 members 
Mstep: Class 2 contains 50063 members 
Entering Unmasked Estep 
Score: -7955618.500000 Penalty: 5484.740234
	Iteration 19Q: 3 clusters Score -7955618 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13108 members 
Mstep: Class 2 contains 50338 members 
Entering Unmasked Estep 
Score: -7955665.000000 Penalty: 5484.740234
	Iteration 20F: 3 clusters Score -7955665 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12820 members 
Mstep: Class 2 contains 50626 members 
Entering Unmasked Estep 
Score: -7955734.000000 Penalty: 5484.740234
	Iteration 21Q: 3 clusters Score -7955734 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12530 members 
Mstep: Class 2 contains 50916 members 
Entering Unmasked Estep 
Score: -7955788.500000 Penalty: 5484.740234
	Iteration 22Q: 3 clusters Score -7955788 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 51151 members 
Entering Unmasked Estep 
Score: -7955850.500000 Penalty: 5484.740234
	Iteration 23Q: 3 clusters Score -7955850 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12037 members 
Mstep: Class 2 contains 51409 members 
Entering Unmasked Estep 
Score: -7955916.500000 Penalty: 5484.740234
	Iteration 24Q: 3 clusters Score -7955916 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11784 members 
Mstep: Class 2 contains 51662 members 
Entering Unmasked Estep 
Score: -7955961.500000 Penalty: 5484.740234
	Iteration 25Q: 3 clusters Score -7955962 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11526 members 
Mstep: Class 2 contains 51920 members 
Entering Unmasked Estep 
Score: -7956029.500000 Penalty: 5484.740234
	Iteration 26Q: 3 clusters Score -7956030 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11308 members 
Mstep: Class 2 contains 52138 members 
Entering Unmasked Estep 
Score: -7956071.000000 Penalty: 5484.740234
	Iteration 27Q: 3 clusters Score -7956071 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11087 members 
Mstep: Class 2 contains 52359 members 
Entering Unmasked Estep 
Score: -7956096.000000 Penalty: 5484.740234
	Iteration 28Q: 3 clusters Score -7956096 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10874 members 
Mstep: Class 2 contains 52572 members 
Entering Unmasked Estep 
Score: -7956153.000000 Penalty: 5484.740234
	Iteration 29Q: 3 clusters Score -7956153 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10665 members 
Mstep: Class 2 contains 52781 members 
Entering Unmasked Estep 
Score: -7956230.000000 Penalty: 5484.740234
	Iteration 30Q: 3 clusters Score -7956230 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 52968 members 
Entering Unmasked Estep 
Score: -7956259.000000 Penalty: 5484.740234
	Iteration 31Q: 3 clusters Score -7956259 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10316 members 
Mstep: Class 2 contains 53130 members 
Entering Unmasked Estep 
Score: -7956302.500000 Penalty: 5484.740234
	Iteration 32Q: 3 clusters Score -7956302 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10190 members 
Mstep: Class 2 contains 53256 members 
Entering Unmasked Estep 
Score: -7956328.500000 Penalty: 5484.740234
	Iteration 33Q: 3 clusters Score -7956328 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10067 members 
Mstep: Class 2 contains 53379 members 
Entering Unmasked Estep 
Score: -7956352.500000 Penalty: 5484.740234
	Iteration 34Q: 3 clusters Score -7956352 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9958 members 
Mstep: Class 2 contains 53488 members 
Entering Unmasked Estep 
Score: -7956372.000000 Penalty: 5484.740234
	Iteration 35Q: 3 clusters Score -7956372 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9859 members 
Mstep: Class 2 contains 53587 members 
Entering Unmasked Estep 
Score: -7956367.500000 Penalty: 5484.740234
	Iteration 36Q: 3 clusters Score -7956368 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 53674 members 
Entering Unmasked Estep 
Score: -7956380.500000 Penalty: 5484.740234
	Iteration 37Q: 3 clusters Score -7956380 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 53751 members 
Entering Unmasked Estep 
Score: -7956407.000000 Penalty: 5484.740234
	Iteration 38Q: 3 clusters Score -7956407 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 53833 members 
Entering Unmasked Estep 
Score: -7956408.000000 Penalty: 5484.740234
	Iteration 39Q: 3 clusters Score -7956408 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9558 members 
Mstep: Class 2 contains 53888 members 
Entering Unmasked Estep 
Score: -7956427.500000 Penalty: 5484.740234
	Iteration 40F: 3 clusters Score -7956428 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9505 members 
Mstep: Class 2 contains 53941 members 
Entering Unmasked Estep 
Score: -7956429.000000 Penalty: 5484.740234
	Iteration 41Q: 3 clusters Score -7956429 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 53991 members 
Entering Unmasked Estep 
Score: -7956427.500000 Penalty: 5484.740234
	Iteration 42Q: 3 clusters Score -7956428 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 54037 members 
Entering Unmasked Estep 
Score: -7956443.000000 Penalty: 5484.740234
	Iteration 43Q: 3 clusters Score -7956443 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 54087 members 
Entering Unmasked Estep 
Score: -7956428.500000 Penalty: 5484.740234
	Iteration 44Q: 3 clusters Score -7956428 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 54127 members 
Entering Unmasked Estep 
Score: -7956443.500000 Penalty: 5484.740234
	Iteration 45Q: 3 clusters Score -7956444 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 54161 members 
Entering Unmasked Estep 
Score: -7956453.000000 Penalty: 5484.740234
	Iteration 46Q: 3 clusters Score -7956453 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9262 members 
Mstep: Class 2 contains 54184 members 
Entering Unmasked Estep 
Score: -7956452.500000 Penalty: 5484.740234
	Iteration 47Q: 3 clusters Score -7956452 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 54205 members 
Entering Unmasked Estep 
Score: -7956465.000000 Penalty: 5484.740234
	Iteration 48Q: 3 clusters Score -7956465 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 54229 members 
Entering Unmasked Estep 
Score: -7956482.000000 Penalty: 5484.740234
	Iteration 49Q: 3 clusters Score -7956482 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 54249 members 
Entering Unmasked Estep 
Score: -7956484.500000 Penalty: 5484.740234
	Iteration 50Q: 3 clusters Score -7956484 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 54266 members 
Entering Unmasked Estep 
Score: -7956496.000000 Penalty: 5484.740234
	Iteration 51Q: 3 clusters Score -7956496 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 54283 members 
Entering Unmasked Estep 
Score: -7956491.000000 Penalty: 5484.740234
	Iteration 52Q: 3 clusters Score -7956491 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 54298 members 
Entering Unmasked Estep 
Score: -7956487.000000 Penalty: 5484.740234
	Iteration 53Q: 3 clusters Score -7956487 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 54307 members 
Entering Unmasked Estep 
Score: -7956493.000000 Penalty: 5484.740234
	Iteration 54Q: 3 clusters Score -7956493 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9124 members 
Mstep: Class 2 contains 54322 members 
Entering Unmasked Estep 
Score: -7956502.000000 Penalty: 5484.740234
	Iteration 55Q: 3 clusters Score -7956502 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 54335 members 
Entering Unmasked Estep 
Score: -7956492.500000 Penalty: 5484.740234
	Iteration 56Q: 3 clusters Score -7956492 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 54350 members 
Entering Unmasked Estep 
Score: -7956489.500000 Penalty: 5484.740234
	Iteration 57Q: 3 clusters Score -7956490 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 54365 members 
Entering Unmasked Estep 
Score: -7956478.000000 Penalty: 5484.740234
	Iteration 58Q: 3 clusters Score -7956478 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 54379 members 
Entering Unmasked Estep 
Score: -7956476.000000 Penalty: 5484.740234
	Iteration 59Q: 3 clusters Score -7956476 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 54395 members 
Entering Unmasked Estep 
Score: -7956467.000000 Penalty: 5484.740234
	Iteration 60F: 3 clusters Score -7956467 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9046 members 
Mstep: Class 2 contains 54400 members 
Entering Unmasked Estep 
Score: -7956463.500000 Penalty: 5484.740234
	Iteration 61Q: 3 clusters Score -7956464 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 54409 members 
Entering Unmasked Estep 
Score: -7956468.000000 Penalty: 5484.740234
	Iteration 62Q: 3 clusters Score -7956468 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 54424 members 
Entering Unmasked Estep 
Score: -7956464.500000 Penalty: 5484.740234
	Iteration 63Q: 3 clusters Score -7956464 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 54433 members 
Entering Unmasked Estep 
Score: -7956472.500000 Penalty: 5484.740234
	Iteration 64Q: 3 clusters Score -7956472 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 54438 members 
Entering Unmasked Estep 
Score: -7956479.500000 Penalty: 5484.740234
	Iteration 65Q: 3 clusters Score -7956480 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 54447 members 
Entering Unmasked Estep 
Score: -7956473.500000 Penalty: 5484.740234
	Iteration 66Q: 3 clusters Score -7956474 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 54451 members 
Entering Unmasked Estep 
Score: -7956470.500000 Penalty: 5484.740234
	Iteration 67Q: 3 clusters Score -7956470 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 54455 members 
Entering Unmasked Estep 
Score: -7956474.000000 Penalty: 5484.740234
	Iteration 68Q: 3 clusters Score -7956474 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 54455 members 
Entering Unmasked Estep 
Score: -7956474.000000 Penalty: 5484.740234
	Iteration 69F: 3 clusters Score -7956474 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 53224 members 
Mstep: Class 3 contains 8414 members 
Mstep: Class 4 contains 27723 members 
Mstep: Class 5 contains 9982 members 
Mstep: Class 6 contains 6739 members 
Mstep: Class 7 contains 28002 members 
Mstep: Class 8 contains 1540 members 
Mstep: Class 9 contains 8991 members 
Mstep: Class 10 contains 4401 members 
Mstep: Class 11 contains 39550 members 
Mstep: Class 12 contains 24745 members 
Mstep: Class 13 contains 213096 members 
Mstep: Class 14 contains 44586 members 
Mstep: Class 15 contains 14830 members 
Mstep: Class 16 contains 51069 members 
Mstep: Class 17 contains 14603 members 
Mstep: Class 18 contains 180341 members 
Mstep: Class 19 contains 63855 members 
Mstep: Class 20 contains 11943 members 
Mstep: Class 21 contains 14561 members 
Mstep: Class 22 contains 12157 members 
Mstep: Class 23 contains 10349 members 
Mstep: Class 24 contains 18503 members 
Mstep: Class 25 contains 7307 members 
Mstep: Class 26 contains 195379 members 
Mstep: Class 27 contains 5746 members 
Mstep: Class 28 contains 4168 members 
Mstep: Class 29 contains 46374 members 
Mstep: Class 30 contains 8300 members 
Mstep: Class 31 contains 870 members 
Mstep: Class 32 contains 1608 members 
Mstep: Class 33 contains 54455 members 
Entering Unmasked Estep 
Score: -147389904.000000 Penalty: 114477.718750
Splitting cluster 9 changes total score from -147374432.000000 to -147389904.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 10 (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: -458152.656250 Penalty: 2080.617676
	Iteration 0F: 2 clusters Score -458152.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -453955.812500 Penalty: 4161.235352
	Iteration 0F: 3 clusters Score -453955.8 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -455239.343750 Penalty: 4161.235352
	Iteration 1F: 3 clusters Score -455239.3 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -455754.187500 Penalty: 4161.235352
	Iteration 2F: 3 clusters Score -455754.2 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -456190.937500 Penalty: 4161.235352
	Iteration 3F: 3 clusters Score -456190.9 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -456553.593750 Penalty: 4161.235352
	Iteration 4F: 3 clusters Score -456553.6 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -456816.625000 Penalty: 4161.235352
	Iteration 5F: 3 clusters Score -456816.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -457008.718750 Penalty: 4161.235352
	Iteration 6Q: 3 clusters Score -457008.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -457177.437500 Penalty: 4161.235352
	Iteration 7Q: 3 clusters Score -457177.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -457340.625000 Penalty: 4161.235352
	Iteration 8Q: 3 clusters Score -457340.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -457472.281250 Penalty: 4161.235352
	Iteration 9Q: 3 clusters Score -457472.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -457562.562500 Penalty: 4161.235352
	Iteration 10Q: 3 clusters Score -457562.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -457633.031250 Penalty: 4161.235352
	Iteration 11Q: 3 clusters Score -457633 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -457697.406250 Penalty: 4161.235352
	Iteration 12Q: 3 clusters Score -457697.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -457752.906250 Penalty: 4161.235352
	Iteration 13Q: 3 clusters Score -457752.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -457807.656250 Penalty: 4161.235352
	Iteration 14Q: 3 clusters Score -457807.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -457866.562500 Penalty: 4161.235352
	Iteration 15Q: 3 clusters Score -457866.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -457919.718750 Penalty: 4161.235352
	Iteration 16Q: 3 clusters Score -457919.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -457966.031250 Penalty: 4161.235352
	Iteration 17Q: 3 clusters Score -457966 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -457996.750000 Penalty: 4161.235352
	Iteration 18Q: 3 clusters Score -457996.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -458014.031250 Penalty: 4161.235352
	Iteration 19Q: 3 clusters Score -458014 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -458026.156250 Penalty: 4161.235352
	Iteration 20F: 3 clusters Score -458026.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -458035.031250 Penalty: 4161.235352
	Iteration 21Q: 3 clusters Score -458035 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -458045.687500 Penalty: 4161.235352
	Iteration 22Q: 3 clusters Score -458045.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -458054.156250 Penalty: 4161.235352
	Iteration 23Q: 3 clusters Score -458054.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -458058.750000 Penalty: 4161.235352
	Iteration 24Q: 3 clusters Score -458058.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -458062.500000 Penalty: 4161.235352
	Iteration 25Q: 3 clusters Score -458062.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -458063.093750 Penalty: 4161.235352
	Iteration 26Q: 3 clusters Score -458063.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -458064.281250 Penalty: 4161.235352
	Iteration 27Q: 3 clusters Score -458064.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -458064.281250 Penalty: 4161.235352
	Iteration 28F: 3 clusters Score -458064.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (39550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39550 members 
Entering Unmasked Estep 
Score: -4973534.000000 Penalty: 2625.159668
	Iteration 0F: 2 clusters Score -4973534 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19874 members 
Mstep: Class 2 contains 19676 members 
Entering Unmasked Estep 
Score: -4946709.500000 Penalty: 5250.319336
	Iteration 0F: 3 clusters Score -4946710 nChanged 18081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20721 members 
Mstep: Class 2 contains 18829 members 
Entering Unmasked Estep 
Score: -4956794.000000 Penalty: 5250.319336
	Iteration 1F: 3 clusters Score -4956794 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21295 members 
Mstep: Class 2 contains 18255 members 
Entering Unmasked Estep 
Score: -4957488.000000 Penalty: 5250.319336
	Iteration 2Q: 3 clusters Score -4957488 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22117 members 
Mstep: Class 2 contains 17433 members 
Entering Unmasked Estep 
Score: -4958274.500000 Penalty: 5250.319336
	Iteration 3Q: 3 clusters Score -4958274 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23246 members 
Mstep: Class 2 contains 16304 members 
Entering Unmasked Estep 
Score: -4959263.000000 Penalty: 5250.319336
	Iteration 4F: 3 clusters Score -4959263 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24737 members 
Mstep: Class 2 contains 14813 members 
Entering Unmasked Estep 
Score: -4960463.000000 Penalty: 5250.319336
	Iteration 5F: 3 clusters Score -4960463 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26636 members 
Mstep: Class 2 contains 12914 members 
Entering Unmasked Estep 
Score: -4962095.500000 Penalty: 5250.319336
	Iteration 6F: 3 clusters Score -4962096 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28734 members 
Mstep: Class 2 contains 10816 members 
Entering Unmasked Estep 
Score: -4963854.500000 Penalty: 5250.319336
	Iteration 7F: 3 clusters Score -4963854 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30690 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -4965548.000000 Penalty: 5250.319336
	Iteration 8F: 3 clusters Score -4965548 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32488 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -4967066.000000 Penalty: 5250.319336
	Iteration 9Q: 3 clusters Score -4967066 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33904 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -4968258.000000 Penalty: 5250.319336
	Iteration 10Q: 3 clusters Score -4968258 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35018 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -4969137.500000 Penalty: 5250.319336
	Iteration 11Q: 3 clusters Score -4969138 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35916 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -4969811.000000 Penalty: 5250.319336
	Iteration 12Q: 3 clusters Score -4969811 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36572 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -4970253.000000 Penalty: 5250.319336
	Iteration 13Q: 3 clusters Score -4970253 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37062 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -4970571.000000 Penalty: 5250.319336
	Iteration 14Q: 3 clusters Score -4970571 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37438 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -4970827.000000 Penalty: 5250.319336
	Iteration 15Q: 3 clusters Score -4970827 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37725 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -4971060.500000 Penalty: 5250.319336
	Iteration 16Q: 3 clusters Score -4971060 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37947 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -4971210.000000 Penalty: 5250.319336
	Iteration 17Q: 3 clusters Score -4971210 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38093 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -4971328.500000 Penalty: 5250.319336
	Iteration 18Q: 3 clusters Score -4971328 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38210 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -4971431.000000 Penalty: 5250.319336
	Iteration 19Q: 3 clusters Score -4971431 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38296 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -4971493.000000 Penalty: 5250.319336
	Iteration 20F: 3 clusters Score -4971493 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38351 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -4971534.500000 Penalty: 5250.319336
	Iteration 21Q: 3 clusters Score -4971534 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38389 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -4971564.000000 Penalty: 5250.319336
	Iteration 22Q: 3 clusters Score -4971564 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38417 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -4971608.500000 Penalty: 5250.319336
	Iteration 23Q: 3 clusters Score -4971608 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38447 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -4971652.000000 Penalty: 5250.319336
	Iteration 24Q: 3 clusters Score -4971652 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38457 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -4971676.500000 Penalty: 5250.319336
	Iteration 25Q: 3 clusters Score -4971676 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38466 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -4971696.500000 Penalty: 5250.319336
	Iteration 26Q: 3 clusters Score -4971696 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38472 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -4971719.500000 Penalty: 5250.319336
	Iteration 27Q: 3 clusters Score -4971720 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38479 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -4971728.000000 Penalty: 5250.319336
	Iteration 28Q: 3 clusters Score -4971728 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38480 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -4971737.000000 Penalty: 5250.319336
	Iteration 29Q: 3 clusters Score -4971737 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38480 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -4971743.000000 Penalty: 5250.319336
	Iteration 30Q: 3 clusters Score -4971743 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38482 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -4971751.500000 Penalty: 5250.319336
	Iteration 31Q: 3 clusters Score -4971752 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38484 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -4971772.000000 Penalty: 5250.319336
	Iteration 32Q: 3 clusters Score -4971772 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38488 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -4971770.500000 Penalty: 5250.319336
	Iteration 33Q: 3 clusters Score -4971770 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38498 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -4971778.000000 Penalty: 5250.319336
	Iteration 34Q: 3 clusters Score -4971778 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38502 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -4971786.500000 Penalty: 5250.319336
	Iteration 35Q: 3 clusters Score -4971786 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38511 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -4971796.000000 Penalty: 5250.319336
	Iteration 36Q: 3 clusters Score -4971796 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38513 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -4971807.000000 Penalty: 5250.319336
	Iteration 37Q: 3 clusters Score -4971807 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38511 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -4971832.000000 Penalty: 5250.319336
	Iteration 38Q: 3 clusters Score -4971832 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38521 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -4971853.500000 Penalty: 5250.319336
	Iteration 39Q: 3 clusters Score -4971854 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38509 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -4971880.000000 Penalty: 5250.319336
	Iteration 40F: 3 clusters Score -4971880 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38512 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -4971914.500000 Penalty: 5250.319336
	Iteration 41Q: 3 clusters Score -4971914 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38510 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -4971947.000000 Penalty: 5250.319336
	Iteration 42Q: 3 clusters Score -4971947 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38504 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -4971995.000000 Penalty: 5250.319336
	Iteration 43Q: 3 clusters Score -4971995 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38497 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -4972008.500000 Penalty: 5250.319336
	Iteration 44Q: 3 clusters Score -4972008 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38490 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -4972021.500000 Penalty: 5250.319336
	Iteration 45Q: 3 clusters Score -4972022 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38484 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -4972037.500000 Penalty: 5250.319336
	Iteration 46Q: 3 clusters Score -4972038 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38480 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -4972053.000000 Penalty: 5250.319336
	Iteration 47Q: 3 clusters Score -4972053 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38474 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -4972064.000000 Penalty: 5250.319336
	Iteration 48Q: 3 clusters Score -4972064 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38471 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -4972070.000000 Penalty: 5250.319336
	Iteration 49Q: 3 clusters Score -4972070 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38468 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -4972075.000000 Penalty: 5250.319336
	Iteration 50Q: 3 clusters Score -4972075 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38463 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -4972078.500000 Penalty: 5250.319336
	Iteration 51Q: 3 clusters Score -4972078 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38461 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -4972074.000000 Penalty: 5250.319336
	Iteration 52Q: 3 clusters Score -4972074 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38461 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -4972074.000000 Penalty: 5250.319336
	Iteration 53F: 3 clusters Score -4972074 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (24745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24745 members 
Entering Unmasked Estep 
Score: -3120738.750000 Penalty: 2508.861816
	Iteration 0F: 2 clusters Score -3120739 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12232 members 
Mstep: Class 2 contains 12513 members 
Entering Unmasked Estep 
Score: -3103527.750000 Penalty: 5017.723633
	Iteration 0F: 3 clusters Score -3103528 nChanged 11105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11673 members 
Mstep: Class 2 contains 13072 members 
Entering Unmasked Estep 
Score: -3109600.750000 Penalty: 5017.723633
	Iteration 1F: 3 clusters Score -3109601 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11341 members 
Mstep: Class 2 contains 13404 members 
Entering Unmasked Estep 
Score: -3110063.250000 Penalty: 5017.723633
	Iteration 2F: 3 clusters Score -3110063 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 13888 members 
Entering Unmasked Estep 
Score: -3110510.500000 Penalty: 5017.723633
	Iteration 3Q: 3 clusters Score -3110510 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 14597 members 
Entering Unmasked Estep 
Score: -3111056.500000 Penalty: 5017.723633
	Iteration 4Q: 3 clusters Score -3111056 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 15557 members 
Entering Unmasked Estep 
Score: -3111813.500000 Penalty: 5017.723633
	Iteration 5F: 3 clusters Score -3111814 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 16733 members 
Entering Unmasked Estep 
Score: -3112902.750000 Penalty: 5017.723633
	Iteration 6F: 3 clusters Score -3112903 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 18052 members 
Entering Unmasked Estep 
Score: -3114205.250000 Penalty: 5017.723633
	Iteration 7F: 3 clusters Score -3114205 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 19252 members 
Entering Unmasked Estep 
Score: -3115469.000000 Penalty: 5017.723633
	Iteration 8F: 3 clusters Score -3115469 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 20165 members 
Entering Unmasked Estep 
Score: -3116412.500000 Penalty: 5017.723633
	Iteration 9F: 3 clusters Score -3116412 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 20773 members 
Entering Unmasked Estep 
Score: -3116963.250000 Penalty: 5017.723633
	Iteration 10Q: 3 clusters Score -3116963 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 21265 members 
Entering Unmasked Estep 
Score: -3117387.500000 Penalty: 5017.723633
	Iteration 11Q: 3 clusters Score -3117388 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 21658 members 
Entering Unmasked Estep 
Score: -3117679.750000 Penalty: 5017.723633
	Iteration 12Q: 3 clusters Score -3117680 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 21986 members 
Entering Unmasked Estep 
Score: -3117896.750000 Penalty: 5017.723633
	Iteration 13Q: 3 clusters Score -3117897 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 22293 members 
Entering Unmasked Estep 
Score: -3118094.250000 Penalty: 5017.723633
	Iteration 14Q: 3 clusters Score -3118094 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 22557 members 
Entering Unmasked Estep 
Score: -3118230.750000 Penalty: 5017.723633
	Iteration 15Q: 3 clusters Score -3118231 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 22725 members 
Entering Unmasked Estep 
Score: -3118302.750000 Penalty: 5017.723633
	Iteration 16Q: 3 clusters Score -3118303 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 22853 members 
Entering Unmasked Estep 
Score: -3118368.750000 Penalty: 5017.723633
	Iteration 17Q: 3 clusters Score -3118369 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 22970 members 
Entering Unmasked Estep 
Score: -3118426.500000 Penalty: 5017.723633
	Iteration 18Q: 3 clusters Score -3118426 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 23059 members 
Entering Unmasked Estep 
Score: -3118469.750000 Penalty: 5017.723633
	Iteration 19Q: 3 clusters Score -3118470 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 23136 members 
Entering Unmasked Estep 
Score: -3118501.500000 Penalty: 5017.723633
	Iteration 20F: 3 clusters Score -3118502 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 23213 members 
Entering Unmasked Estep 
Score: -3118549.750000 Penalty: 5017.723633
	Iteration 21Q: 3 clusters Score -3118550 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 23280 members 
Entering Unmasked Estep 
Score: -3118579.500000 Penalty: 5017.723633
	Iteration 22Q: 3 clusters Score -3118580 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 23347 members 
Entering Unmasked Estep 
Score: -3118612.250000 Penalty: 5017.723633
	Iteration 23Q: 3 clusters Score -3118612 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 23397 members 
Entering Unmasked Estep 
Score: -3118640.750000 Penalty: 5017.723633
	Iteration 24Q: 3 clusters Score -3118641 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 23437 members 
Entering Unmasked Estep 
Score: -3118660.500000 Penalty: 5017.723633
	Iteration 25Q: 3 clusters Score -3118660 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 23470 members 
Entering Unmasked Estep 
Score: -3118669.000000 Penalty: 5017.723633
	Iteration 26Q: 3 clusters Score -3118669 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 23490 members 
Entering Unmasked Estep 
Score: -3118681.000000 Penalty: 5017.723633
	Iteration 27Q: 3 clusters Score -3118681 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 23508 members 
Entering Unmasked Estep 
Score: -3118686.250000 Penalty: 5017.723633
	Iteration 28Q: 3 clusters Score -3118686 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 23525 members 
Entering Unmasked Estep 
Score: -3118693.250000 Penalty: 5017.723633
	Iteration 29Q: 3 clusters Score -3118693 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 23543 members 
Entering Unmasked Estep 
Score: -3118708.250000 Penalty: 5017.723633
	Iteration 30Q: 3 clusters Score -3118708 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 23557 members 
Entering Unmasked Estep 
Score: -3118714.750000 Penalty: 5017.723633
	Iteration 31Q: 3 clusters Score -3118715 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 23570 members 
Entering Unmasked Estep 
Score: -3118723.500000 Penalty: 5017.723633
	Iteration 32Q: 3 clusters Score -3118724 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 23587 members 
Entering Unmasked Estep 
Score: -3118721.500000 Penalty: 5017.723633
	Iteration 33Q: 3 clusters Score -3118722 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 23595 members 
Entering Unmasked Estep 
Score: -3118726.750000 Penalty: 5017.723633
	Iteration 34Q: 3 clusters Score -3118727 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 23604 members 
Entering Unmasked Estep 
Score: -3118737.000000 Penalty: 5017.723633
	Iteration 35Q: 3 clusters Score -3118737 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 23610 members 
Entering Unmasked Estep 
Score: -3118739.750000 Penalty: 5017.723633
	Iteration 36Q: 3 clusters Score -3118740 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 23617 members 
Entering Unmasked Estep 
Score: -3118747.500000 Penalty: 5017.723633
	Iteration 37Q: 3 clusters Score -3118748 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 23624 members 
Entering Unmasked Estep 
Score: -3118752.500000 Penalty: 5017.723633
	Iteration 38Q: 3 clusters Score -3118752 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 23629 members 
Entering Unmasked Estep 
Score: -3118749.000000 Penalty: 5017.723633
	Iteration 39Q: 3 clusters Score -3118749 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 23636 members 
Entering Unmasked Estep 
Score: -3118752.000000 Penalty: 5017.723633
	Iteration 40F: 3 clusters Score -3118752 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 23640 members 
Entering Unmasked Estep 
Score: -3118749.500000 Penalty: 5017.723633
	Iteration 41Q: 3 clusters Score -3118750 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 23645 members 
Entering Unmasked Estep 
Score: -3118752.500000 Penalty: 5017.723633
	Iteration 42Q: 3 clusters Score -3118752 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 23646 members 
Entering Unmasked Estep 
Score: -3118757.250000 Penalty: 5017.723633
	Iteration 43Q: 3 clusters Score -3118757 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 23649 members 
Entering Unmasked Estep 
Score: -3118752.250000 Penalty: 5017.723633
	Iteration 44Q: 3 clusters Score -3118752 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 23651 members 
Entering Unmasked Estep 
Score: -3118756.500000 Penalty: 5017.723633
	Iteration 45Q: 3 clusters Score -3118756 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 23655 members 
Entering Unmasked Estep 
Score: -3118755.750000 Penalty: 5017.723633
	Iteration 46Q: 3 clusters Score -3118756 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 23658 members 
Entering Unmasked Estep 
Score: -3118756.250000 Penalty: 5017.723633
	Iteration 47Q: 3 clusters Score -3118756 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 23662 members 
Entering Unmasked Estep 
Score: -3118752.500000 Penalty: 5017.723633
	Iteration 48Q: 3 clusters Score -3118752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 23663 members 
Entering Unmasked Estep 
Score: -3118755.250000 Penalty: 5017.723633
	Iteration 49Q: 3 clusters Score -3118755 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 23663 members 
Entering Unmasked Estep 
Score: -3118755.250000 Penalty: 5017.723633
	Iteration 50F: 3 clusters Score -3118755 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (213096 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213096 members 
Entering Unmasked Estep 
Score: -27535390.000000 Penalty: 3042.835449
	Iteration 0F: 2 clusters Score -2.753539e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106498 members 
Mstep: Class 2 contains 106598 members 
Entering Unmasked Estep 
Score: -27403664.000000 Penalty: 6085.670898
	Iteration 0F: 3 clusters Score -2.740366e+07 nChanged 102760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105212 members 
Mstep: Class 2 contains 107884 members 
Entering Unmasked Estep 
Score: -27463756.000000 Penalty: 6085.670898
	Iteration 1F: 3 clusters Score -2.746376e+07 nChanged 5552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104076 members 
Mstep: Class 2 contains 109020 members 
Entering Unmasked Estep 
Score: -27464660.000000 Penalty: 6085.670898
	Iteration 2Q: 3 clusters Score -2.746466e+07 nChanged 5875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102311 members 
Mstep: Class 2 contains 110785 members 
Entering Unmasked Estep 
Score: -27465824.000000 Penalty: 6085.670898
	Iteration 3Q: 3 clusters Score -2.746582e+07 nChanged 6737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99544 members 
Mstep: Class 2 contains 113552 members 
Entering Unmasked Estep 
Score: -27467608.000000 Penalty: 6085.670898
	Iteration 4Q: 3 clusters Score -2.746761e+07 nChanged 7837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95547 members 
Mstep: Class 2 contains 117549 members 
Entering Unmasked Estep 
Score: -27469972.000000 Penalty: 6085.670898
	Iteration 5Q: 3 clusters Score -2.746997e+07 nChanged 9510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89705 members 
Mstep: Class 2 contains 123391 members 
Entering Unmasked Estep 
Score: -27473396.000000 Penalty: 6085.670898
	Iteration 6Q: 3 clusters Score -2.74734e+07 nChanged 11099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81932 members 
Mstep: Class 2 contains 131164 members 
Entering Unmasked Estep 
Score: -27478424.000000 Penalty: 6085.670898
	Iteration 7F: 3 clusters Score -2.747842e+07 nChanged 12147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72629 members 
Mstep: Class 2 contains 140467 members 
Entering Unmasked Estep 
Score: -27484490.000000 Penalty: 6085.670898
	Iteration 8F: 3 clusters Score -2.748449e+07 nChanged 12654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62133 members 
Mstep: Class 2 contains 150963 members 
Entering Unmasked Estep 
Score: -27491842.000000 Penalty: 6085.670898
	Iteration 9F: 3 clusters Score -2.749184e+07 nChanged 12081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51312 members 
Mstep: Class 2 contains 161784 members 
Entering Unmasked Estep 
Score: -27499994.000000 Penalty: 6085.670898
	Iteration 10F: 3 clusters Score -2.749999e+07 nChanged 11173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40903 members 
Mstep: Class 2 contains 172193 members 
Entering Unmasked Estep 
Score: -27508798.000000 Penalty: 6085.670898
	Iteration 11F: 3 clusters Score -2.75088e+07 nChanged 9798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31509 members 
Mstep: Class 2 contains 181587 members 
Entering Unmasked Estep 
Score: -27516956.000000 Penalty: 6085.670898
	Iteration 12Q: 3 clusters Score -2.751696e+07 nChanged 7541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24178 members 
Mstep: Class 2 contains 188918 members 
Entering Unmasked Estep 
Score: -27522412.000000 Penalty: 6085.670898
	Iteration 13Q: 3 clusters Score -2.752241e+07 nChanged 5534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18818 members 
Mstep: Class 2 contains 194278 members 
Entering Unmasked Estep 
Score: -27525908.000000 Penalty: 6085.670898
	Iteration 14Q: 3 clusters Score -2.752591e+07 nChanged 3975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14939 members 
Mstep: Class 2 contains 198157 members 
Entering Unmasked Estep 
Score: -27527800.000000 Penalty: 6085.670898
	Iteration 15Q: 3 clusters Score -2.75278e+07 nChanged 3000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11983 members 
Mstep: Class 2 contains 201113 members 
Entering Unmasked Estep 
Score: -27528968.000000 Penalty: 6085.670898
	Iteration 16Q: 3 clusters Score -2.752897e+07 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 203492 members 
Entering Unmasked Estep 
Score: -27529898.000000 Penalty: 6085.670898
	Iteration 17Q: 3 clusters Score -2.75299e+07 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 205399 members 
Entering Unmasked Estep 
Score: -27530466.000000 Penalty: 6085.670898
	Iteration 18Q: 3 clusters Score -2.753047e+07 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 206956 members 
Entering Unmasked Estep 
Score: -27530966.000000 Penalty: 6085.670898
	Iteration 19Q: 3 clusters Score -2.753097e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 208128 members 
Entering Unmasked Estep 
Score: -27531394.000000 Penalty: 6085.670898
	Iteration 20F: 3 clusters Score -2.753139e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 209042 members 
Entering Unmasked Estep 
Score: -27531780.000000 Penalty: 6085.670898
	Iteration 21Q: 3 clusters Score -2.753178e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 209740 members 
Entering Unmasked Estep 
Score: -27532078.000000 Penalty: 6085.670898
	Iteration 22Q: 3 clusters Score -2.753208e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 210256 members 
Entering Unmasked Estep 
Score: -27532314.000000 Penalty: 6085.670898
	Iteration 23Q: 3 clusters Score -2.753231e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 210639 members 
Entering Unmasked Estep 
Score: -27532472.000000 Penalty: 6085.670898
	Iteration 24Q: 3 clusters Score -2.753247e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 210914 members 
Entering Unmasked Estep 
Score: -27532622.000000 Penalty: 6085.670898
	Iteration 25Q: 3 clusters Score -2.753262e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 211121 members 
Entering Unmasked Estep 
Score: -27532760.000000 Penalty: 6085.670898
	Iteration 26Q: 3 clusters Score -2.753276e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 211291 members 
Entering Unmasked Estep 
Score: -27532764.000000 Penalty: 6085.670898
	Iteration 27Q: 3 clusters Score -2.753276e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 211421 members 
Entering Unmasked Estep 
Score: -27532820.000000 Penalty: 6085.670898
	Iteration 28Q: 3 clusters Score -2.753282e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 211532 members 
Entering Unmasked Estep 
Score: -27532852.000000 Penalty: 6085.670898
	Iteration 29Q: 3 clusters Score -2.753285e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 211631 members 
Entering Unmasked Estep 
Score: -27532850.000000 Penalty: 6085.670898
	Iteration 30Q: 3 clusters Score -2.753285e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 211719 members 
Entering Unmasked Estep 
Score: -27532838.000000 Penalty: 6085.670898
	Iteration 31Q: 3 clusters Score -2.753284e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 211780 members 
Entering Unmasked Estep 
Score: -27532848.000000 Penalty: 6085.670898
	Iteration 32Q: 3 clusters Score -2.753285e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 211820 members 
Entering Unmasked Estep 
Score: -27532894.000000 Penalty: 6085.670898
	Iteration 33Q: 3 clusters Score -2.753289e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 211844 members 
Entering Unmasked Estep 
Score: -27532900.000000 Penalty: 6085.670898
	Iteration 34Q: 3 clusters Score -2.75329e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 211873 members 
Entering Unmasked Estep 
Score: -27532904.000000 Penalty: 6085.670898
	Iteration 35Q: 3 clusters Score -2.75329e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 211891 members 
Entering Unmasked Estep 
Score: -27532890.000000 Penalty: 6085.670898
	Iteration 36Q: 3 clusters Score -2.753289e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 211907 members 
Entering Unmasked Estep 
Score: -27532898.000000 Penalty: 6085.670898
	Iteration 37Q: 3 clusters Score -2.75329e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 211924 members 
Entering Unmasked Estep 
Score: -27532926.000000 Penalty: 6085.670898
	Iteration 38Q: 3 clusters Score -2.753293e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 211940 members 
Entering Unmasked Estep 
Score: -27532950.000000 Penalty: 6085.670898
	Iteration 39Q: 3 clusters Score -2.753295e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 211963 members 
Entering Unmasked Estep 
Score: -27532978.000000 Penalty: 6085.670898
	Iteration 40F: 3 clusters Score -2.753298e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 211978 members 
Entering Unmasked Estep 
Score: -27532968.000000 Penalty: 6085.670898
	Iteration 41Q: 3 clusters Score -2.753297e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 211990 members 
Entering Unmasked Estep 
Score: -27533000.000000 Penalty: 6085.670898
	Iteration 42Q: 3 clusters Score -2.7533e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 212001 members 
Entering Unmasked Estep 
Score: -27533008.000000 Penalty: 6085.670898
	Iteration 43Q: 3 clusters Score -2.753301e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 212009 members 
Entering Unmasked Estep 
Score: -27532996.000000 Penalty: 6085.670898
	Iteration 44Q: 3 clusters Score -2.7533e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 212010 members 
Entering Unmasked Estep 
Score: -27533006.000000 Penalty: 6085.670898
	Iteration 45Q: 3 clusters Score -2.753301e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 212013 members 
Entering Unmasked Estep 
Score: -27533008.000000 Penalty: 6085.670898
	Iteration 46Q: 3 clusters Score -2.753301e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 212019 members 
Entering Unmasked Estep 
Score: -27533032.000000 Penalty: 6085.670898
	Iteration 47Q: 3 clusters Score -2.753303e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 212023 members 
Entering Unmasked Estep 
Score: -27533030.000000 Penalty: 6085.670898
	Iteration 48Q: 3 clusters Score -2.753303e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 212022 members 
Entering Unmasked Estep 
Score: -27533034.000000 Penalty: 6085.670898
	Iteration 49Q: 3 clusters Score -2.753303e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 212029 members 
Entering Unmasked Estep 
Score: -27533048.000000 Penalty: 6085.670898
	Iteration 50Q: 3 clusters Score -2.753305e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 212035 members 
Entering Unmasked Estep 
Score: -27533062.000000 Penalty: 6085.670898
	Iteration 51Q: 3 clusters Score -2.753306e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 212042 members 
Entering Unmasked Estep 
Score: -27533056.000000 Penalty: 6085.670898
	Iteration 52Q: 3 clusters Score -2.753306e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 212043 members 
Entering Unmasked Estep 
Score: -27533062.000000 Penalty: 6085.670898
	Iteration 53Q: 3 clusters Score -2.753306e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 212045 members 
Entering Unmasked Estep 
Score: -27533070.000000 Penalty: 6085.670898
	Iteration 54Q: 3 clusters Score -2.753307e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 212046 members 
Entering Unmasked Estep 
Score: -27533044.000000 Penalty: 6085.670898
	Iteration 55Q: 3 clusters Score -2.753304e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 212051 members 
Entering Unmasked Estep 
Score: -27533098.000000 Penalty: 6085.670898
	Iteration 56Q: 3 clusters Score -2.75331e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 212059 members 
Entering Unmasked Estep 
Score: -27533096.000000 Penalty: 6085.670898
	Iteration 57Q: 3 clusters Score -2.75331e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 212063 members 
Entering Unmasked Estep 
Score: -27533088.000000 Penalty: 6085.670898
	Iteration 58Q: 3 clusters Score -2.753309e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 212068 members 
Entering Unmasked Estep 
Score: -27533092.000000 Penalty: 6085.670898
	Iteration 59Q: 3 clusters Score -2.753309e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 212074 members 
Entering Unmasked Estep 
Score: -27533108.000000 Penalty: 6085.670898
	Iteration 60F: 3 clusters Score -2.753311e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 212080 members 
Entering Unmasked Estep 
Score: -27533096.000000 Penalty: 6085.670898
	Iteration 61Q: 3 clusters Score -2.75331e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 212091 members 
Entering Unmasked Estep 
Score: -27533086.000000 Penalty: 6085.670898
	Iteration 62Q: 3 clusters Score -2.753309e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 212098 members 
Entering Unmasked Estep 
Score: -27533086.000000 Penalty: 6085.670898
	Iteration 63Q: 3 clusters Score -2.753309e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 212101 members 
Entering Unmasked Estep 
Score: -27533108.000000 Penalty: 6085.670898
	Iteration 64Q: 3 clusters Score -2.753311e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 212106 members 
Entering Unmasked Estep 
Score: -27533114.000000 Penalty: 6085.670898
	Iteration 65Q: 3 clusters Score -2.753311e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 212109 members 
Entering Unmasked Estep 
Score: -27533112.000000 Penalty: 6085.670898
	Iteration 66Q: 3 clusters Score -2.753311e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 212114 members 
Entering Unmasked Estep 
Score: -27533126.000000 Penalty: 6085.670898
	Iteration 67Q: 3 clusters Score -2.753313e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 212115 members 
Entering Unmasked Estep 
Score: -27533140.000000 Penalty: 6085.670898
	Iteration 68Q: 3 clusters Score -2.753314e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 212123 members 
Entering Unmasked Estep 
Score: -27533126.000000 Penalty: 6085.670898
	Iteration 69Q: 3 clusters Score -2.753313e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 212123 members 
Entering Unmasked Estep 
Score: -27533128.000000 Penalty: 6085.670898
	Iteration 70Q: 3 clusters Score -2.753313e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 212127 members 
Entering Unmasked Estep 
Score: -27533128.000000 Penalty: 6085.670898
	Iteration 71Q: 3 clusters Score -2.753313e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 212124 members 
Entering Unmasked Estep 
Score: -27533128.000000 Penalty: 6085.670898
	Iteration 72Q: 3 clusters Score -2.753313e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 212126 members 
Entering Unmasked Estep 
Score: -27533152.000000 Penalty: 6085.670898
	Iteration 73Q: 3 clusters Score -2.753315e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 212125 members 
Entering Unmasked Estep 
Score: -27533144.000000 Penalty: 6085.670898
	Iteration 74Q: 3 clusters Score -2.753314e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 212123 members 
Entering Unmasked Estep 
Score: -27533146.000000 Penalty: 6085.670898
	Iteration 75Q: 3 clusters Score -2.753315e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 212123 members 
Entering Unmasked Estep 
Score: -27533142.000000 Penalty: 6085.670898
	Iteration 76Q: 3 clusters Score -2.753314e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 212124 members 
Entering Unmasked Estep 
Score: -27533134.000000 Penalty: 6085.670898
	Iteration 77Q: 3 clusters Score -2.753313e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 212125 members 
Entering Unmasked Estep 
Score: -27533144.000000 Penalty: 6085.670898
	Iteration 78Q: 3 clusters Score -2.753314e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 212124 members 
Entering Unmasked Estep 
Score: -27533116.000000 Penalty: 6085.670898
	Iteration 79Q: 3 clusters Score -2.753312e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 212124 members 
Entering Unmasked Estep 
Score: -27533116.000000 Penalty: 6085.670898
	Iteration 80F: 3 clusters Score -2.753312e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (44586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44586 members 
Entering Unmasked Estep 
Score: -5631389.500000 Penalty: 2654.883545
	Iteration 0F: 2 clusters Score -5631390 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22467 members 
Mstep: Class 2 contains 22119 members 
Entering Unmasked Estep 
Score: -5601314.000000 Penalty: 5309.767090
	Iteration 0F: 3 clusters Score -5601314 nChanged 20478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23631 members 
Mstep: Class 2 contains 20955 members 
Entering Unmasked Estep 
Score: -5612994.000000 Penalty: 5309.767090
	Iteration 1F: 3 clusters Score -5612994 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24215 members 
Mstep: Class 2 contains 20371 members 
Entering Unmasked Estep 
Score: -5614136.000000 Penalty: 5309.767090
	Iteration 2F: 3 clusters Score -5614136 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24946 members 
Mstep: Class 2 contains 19640 members 
Entering Unmasked Estep 
Score: -5615775.500000 Penalty: 5309.767090
	Iteration 3F: 3 clusters Score -5615776 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25639 members 
Mstep: Class 2 contains 18947 members 
Entering Unmasked Estep 
Score: -5617824.000000 Penalty: 5309.767090
	Iteration 4F: 3 clusters Score -5617824 nChanged 2962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26283 members 
Mstep: Class 2 contains 18303 members 
Entering Unmasked Estep 
Score: -5620006.000000 Penalty: 5309.767090
	Iteration 5F: 3 clusters Score -5620006 nChanged 2914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26791 members 
Mstep: Class 2 contains 17795 members 
Entering Unmasked Estep 
Score: -5622019.500000 Penalty: 5309.767090
	Iteration 6F: 3 clusters Score -5622020 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27217 members 
Mstep: Class 2 contains 17369 members 
Entering Unmasked Estep 
Score: -5623449.500000 Penalty: 5309.767090
	Iteration 7F: 3 clusters Score -5623450 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27637 members 
Mstep: Class 2 contains 16949 members 
Entering Unmasked Estep 
Score: -5624421.000000 Penalty: 5309.767090
	Iteration 8Q: 3 clusters Score -5624421 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28044 members 
Mstep: Class 2 contains 16542 members 
Entering Unmasked Estep 
Score: -5624933.000000 Penalty: 5309.767090
	Iteration 9Q: 3 clusters Score -5624933 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28482 members 
Mstep: Class 2 contains 16104 members 
Entering Unmasked Estep 
Score: -5625234.000000 Penalty: 5309.767090
	Iteration 10Q: 3 clusters Score -5625234 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28929 members 
Mstep: Class 2 contains 15657 members 
Entering Unmasked Estep 
Score: -5625446.500000 Penalty: 5309.767090
	Iteration 11Q: 3 clusters Score -5625446 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29392 members 
Mstep: Class 2 contains 15194 members 
Entering Unmasked Estep 
Score: -5625594.500000 Penalty: 5309.767090
	Iteration 12Q: 3 clusters Score -5625594 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29822 members 
Mstep: Class 2 contains 14764 members 
Entering Unmasked Estep 
Score: -5625731.000000 Penalty: 5309.767090
	Iteration 13Q: 3 clusters Score -5625731 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30237 members 
Mstep: Class 2 contains 14349 members 
Entering Unmasked Estep 
Score: -5625804.500000 Penalty: 5309.767090
	Iteration 14Q: 3 clusters Score -5625804 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30667 members 
Mstep: Class 2 contains 13919 members 
Entering Unmasked Estep 
Score: -5625888.500000 Penalty: 5309.767090
	Iteration 15Q: 3 clusters Score -5625888 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31089 members 
Mstep: Class 2 contains 13497 members 
Entering Unmasked Estep 
Score: -5625967.000000 Penalty: 5309.767090
	Iteration 16Q: 3 clusters Score -5625967 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31514 members 
Mstep: Class 2 contains 13072 members 
Entering Unmasked Estep 
Score: -5626057.500000 Penalty: 5309.767090
	Iteration 17Q: 3 clusters Score -5626058 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31961 members 
Mstep: Class 2 contains 12625 members 
Entering Unmasked Estep 
Score: -5626161.500000 Penalty: 5309.767090
	Iteration 18Q: 3 clusters Score -5626162 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32393 members 
Mstep: Class 2 contains 12193 members 
Entering Unmasked Estep 
Score: -5626254.500000 Penalty: 5309.767090
	Iteration 19Q: 3 clusters Score -5626254 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32835 members 
Mstep: Class 2 contains 11751 members 
Entering Unmasked Estep 
Score: -5626340.500000 Penalty: 5309.767090
	Iteration 20F: 3 clusters Score -5626340 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33262 members 
Mstep: Class 2 contains 11324 members 
Entering Unmasked Estep 
Score: -5626432.000000 Penalty: 5309.767090
	Iteration 21Q: 3 clusters Score -5626432 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33720 members 
Mstep: Class 2 contains 10866 members 
Entering Unmasked Estep 
Score: -5626526.500000 Penalty: 5309.767090
	Iteration 22Q: 3 clusters Score -5626526 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34160 members 
Mstep: Class 2 contains 10426 members 
Entering Unmasked Estep 
Score: -5626620.500000 Penalty: 5309.767090
	Iteration 23Q: 3 clusters Score -5626620 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34605 members 
Mstep: Class 2 contains 9981 members 
Entering Unmasked Estep 
Score: -5626727.000000 Penalty: 5309.767090
	Iteration 24Q: 3 clusters Score -5626727 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35064 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
Score: -5626814.500000 Penalty: 5309.767090
	Iteration 25Q: 3 clusters Score -5626814 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35517 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -5626948.500000 Penalty: 5309.767090
	Iteration 26Q: 3 clusters Score -5626948 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35991 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
Score: -5627050.500000 Penalty: 5309.767090
	Iteration 27Q: 3 clusters Score -5627050 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36468 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -5627201.500000 Penalty: 5309.767090
	Iteration 28Q: 3 clusters Score -5627202 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36936 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -5627317.000000 Penalty: 5309.767090
	Iteration 29Q: 3 clusters Score -5627317 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37423 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -5627499.000000 Penalty: 5309.767090
	Iteration 30Q: 3 clusters Score -5627499 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37866 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -5627618.500000 Penalty: 5309.767090
	Iteration 31Q: 3 clusters Score -5627618 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38309 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -5627720.500000 Penalty: 5309.767090
	Iteration 32Q: 3 clusters Score -5627720 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38764 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -5627859.500000 Penalty: 5309.767090
	Iteration 33Q: 3 clusters Score -5627860 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39177 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -5628015.500000 Penalty: 5309.767090
	Iteration 34Q: 3 clusters Score -5628016 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39566 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -5628164.500000 Penalty: 5309.767090
	Iteration 35Q: 3 clusters Score -5628164 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39942 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -5628304.500000 Penalty: 5309.767090
	Iteration 36Q: 3 clusters Score -5628304 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40287 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -5628418.500000 Penalty: 5309.767090
	Iteration 37Q: 3 clusters Score -5628418 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40598 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -5628529.000000 Penalty: 5309.767090
	Iteration 38Q: 3 clusters Score -5628529 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40865 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -5628634.500000 Penalty: 5309.767090
	Iteration 39Q: 3 clusters Score -5628634 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41106 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -5628722.500000 Penalty: 5309.767090
	Iteration 40F: 3 clusters Score -5628722 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41325 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -5628806.000000 Penalty: 5309.767090
	Iteration 41Q: 3 clusters Score -5628806 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41521 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -5628877.500000 Penalty: 5309.767090
	Iteration 42Q: 3 clusters Score -5628878 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41678 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -5628931.500000 Penalty: 5309.767090
	Iteration 43Q: 3 clusters Score -5628932 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41833 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -5628987.000000 Penalty: 5309.767090
	Iteration 44Q: 3 clusters Score -5628987 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41962 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -5629035.000000 Penalty: 5309.767090
	Iteration 45Q: 3 clusters Score -5629035 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42062 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -5629077.500000 Penalty: 5309.767090
	Iteration 46Q: 3 clusters Score -5629078 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42154 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -5629111.000000 Penalty: 5309.767090
	Iteration 47Q: 3 clusters Score -5629111 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42246 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -5629140.500000 Penalty: 5309.767090
	Iteration 48Q: 3 clusters Score -5629140 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42328 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -5629161.500000 Penalty: 5309.767090
	Iteration 49Q: 3 clusters Score -5629162 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42399 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -5629177.500000 Penalty: 5309.767090
	Iteration 50Q: 3 clusters Score -5629178 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42467 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -5629207.500000 Penalty: 5309.767090
	Iteration 51Q: 3 clusters Score -5629208 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42523 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -5629222.000000 Penalty: 5309.767090
	Iteration 52Q: 3 clusters Score -5629222 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42568 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -5629233.500000 Penalty: 5309.767090
	Iteration 53Q: 3 clusters Score -5629234 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42601 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -5629249.500000 Penalty: 5309.767090
	Iteration 54Q: 3 clusters Score -5629250 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42638 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -5629275.000000 Penalty: 5309.767090
	Iteration 55Q: 3 clusters Score -5629275 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42665 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -5629296.500000 Penalty: 5309.767090
	Iteration 56Q: 3 clusters Score -5629296 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42689 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -5629307.500000 Penalty: 5309.767090
	Iteration 57Q: 3 clusters Score -5629308 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42715 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -5629315.000000 Penalty: 5309.767090
	Iteration 58Q: 3 clusters Score -5629315 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42743 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -5629315.500000 Penalty: 5309.767090
	Iteration 59Q: 3 clusters Score -5629316 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42764 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -5629320.000000 Penalty: 5309.767090
	Iteration 60F: 3 clusters Score -5629320 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42785 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -5629313.000000 Penalty: 5309.767090
	Iteration 61Q: 3 clusters Score -5629313 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42797 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -5629319.500000 Penalty: 5309.767090
	Iteration 62Q: 3 clusters Score -5629320 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42812 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -5629323.000000 Penalty: 5309.767090
	Iteration 63Q: 3 clusters Score -5629323 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42823 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -5629328.000000 Penalty: 5309.767090
	Iteration 64Q: 3 clusters Score -5629328 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42833 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -5629332.500000 Penalty: 5309.767090
	Iteration 65Q: 3 clusters Score -5629332 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42840 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -5629336.000000 Penalty: 5309.767090
	Iteration 66Q: 3 clusters Score -5629336 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42846 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -5629338.500000 Penalty: 5309.767090
	Iteration 67Q: 3 clusters Score -5629338 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42851 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -5629347.000000 Penalty: 5309.767090
	Iteration 68Q: 3 clusters Score -5629347 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42858 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -5629345.000000 Penalty: 5309.767090
	Iteration 69Q: 3 clusters Score -5629345 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42866 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -5629345.500000 Penalty: 5309.767090
	Iteration 70Q: 3 clusters Score -5629346 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42869 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -5629349.000000 Penalty: 5309.767090
	Iteration 71Q: 3 clusters Score -5629349 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42872 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -5629344.500000 Penalty: 5309.767090
	Iteration 72Q: 3 clusters Score -5629344 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42873 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -5629352.000000 Penalty: 5309.767090
	Iteration 73Q: 3 clusters Score -5629352 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42874 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -5629348.500000 Penalty: 5309.767090
	Iteration 74Q: 3 clusters Score -5629348 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42874 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -5629348.500000 Penalty: 5309.767090
	Iteration 75F: 3 clusters Score -5629348 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (14830 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14830 members 
Entering Unmasked Estep 
Score: -1957262.875000 Penalty: 2381.893066
	Iteration 0F: 2 clusters Score -1957263 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -1947613.250000 Penalty: 4763.786133
	Iteration 0F: 3 clusters Score -1947613 nChanged 6761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -1963252.500000 Penalty: 4763.786133
	Iteration 1F: 3 clusters Score -1963252 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -1970504.500000 Penalty: 4763.786133
	Iteration 2F: 3 clusters Score -1970504 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10440 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -1977036.375000 Penalty: 4763.786133
	Iteration 3F: 3 clusters Score -1977036 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11268 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -1980141.000000 Penalty: 4763.786133
	Iteration 4F: 3 clusters Score -1980141 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11567 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -1980827.125000 Penalty: 4763.786133
	Iteration 5Q: 3 clusters Score -1980827 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11685 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -1981519.000000 Penalty: 4763.786133
	Iteration 6Q: 3 clusters Score -1981519 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11749 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -1982266.375000 Penalty: 4763.786133
	Iteration 7Q: 3 clusters Score -1982266 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11777 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -1984606.500000 Penalty: 4763.786133
	Iteration 8Q: 3 clusters Score -1984606 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11778 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -1987317.500000 Penalty: 4763.786133
	Iteration 9Q: 3 clusters Score -1987318 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11787 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -1988261.250000 Penalty: 4763.786133
	Iteration 10Q: 3 clusters Score -1988261 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11836 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -1988380.125000 Penalty: 4763.786133
	Iteration 11Q: 3 clusters Score -1988380 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11874 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -1988165.625000 Penalty: 4763.786133
	Iteration 12Q: 3 clusters Score -1988166 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11900 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -1988635.750000 Penalty: 4763.786133
	Iteration 13Q: 3 clusters Score -1988636 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11922 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -1988451.000000 Penalty: 4763.786133
	Iteration 14Q: 3 clusters Score -1988451 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11935 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -1988661.625000 Penalty: 4763.786133
	Iteration 15Q: 3 clusters Score -1988662 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11954 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -1988590 nChanged 6
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	Iteration 67Q: 3 clusters Score -1988697 nChanged 16
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	Iteration 70Q: 3 clusters Score -1988640 nChanged 11
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	Iteration 71Q: 3 clusters Score -1988594 nChanged 7
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	Iteration 72Q: 3 clusters Score -1988661 nChanged 7
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	Iteration 78Q: 3 clusters Score -1988629 nChanged 15
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	Iteration 79Q: 3 clusters Score -1988650 nChanged 10
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	Iteration 80F: 3 clusters Score -1988548 nChanged 9
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	Iteration 85Q: 3 clusters Score -1988640 nChanged 7
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	Iteration 91Q: 3 clusters Score -1988638 nChanged 12
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	Iteration 100F: 3 clusters Score -1988604 nChanged 11
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	Iteration 102Q: 3 clusters Score -1988423 nChanged 17
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	Iteration 103Q: 3 clusters Score -1988438 nChanged 16
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	Iteration 106Q: 3 clusters Score -1988675 nChanged 5
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	Iteration 108Q: 3 clusters Score -1988591 nChanged 7
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	Iteration 109Q: 3 clusters Score -1988628 nChanged 12
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	Iteration 110Q: 3 clusters Score -1988718 nChanged 9
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11998 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -1988580.625000 Penalty: 4763.786133
	Iteration 206Q: 3 clusters Score -1988581 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11998 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -1988647.625000 Penalty: 4763.786133
	Iteration 207Q: 3 clusters Score -1988648 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12002 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -1988543.375000 Penalty: 4763.786133
	Iteration 208Q: 3 clusters Score -1988543 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12001 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -1988626.750000 Penalty: 4763.786133
	Iteration 209Q: 3 clusters Score -1988627 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12003 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -1988713.875000 Penalty: 4763.786133
	Iteration 210Q: 3 clusters Score -1988714 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12000 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -1988723.625000 Penalty: 4763.786133
	Iteration 211Q: 3 clusters Score -1988724 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11999 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -1988750.625000 Penalty: 4763.786133
	Iteration 212Q: 3 clusters Score -1988751 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11998 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -1988563.125000 Penalty: 4763.786133
	Iteration 213Q: 3 clusters Score -1988563 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12001 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -1988631.000000 Penalty: 4763.786133
	Iteration 214Q: 3 clusters Score -1988631 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12003 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -1988676.750000 Penalty: 4763.786133
	Iteration 215Q: 3 clusters Score -1988677 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12004 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -1988659.500000 Penalty: 4763.786133
	Iteration 216Q: 3 clusters Score -1988660 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12001 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -1988649.125000 Penalty: 4763.786133
	Iteration 217Q: 3 clusters Score -1988649 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12004 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -1988644.125000 Penalty: 4763.786133
	Iteration 218Q: 3 clusters Score -1988644 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12005 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -1988484.875000 Penalty: 4763.786133
	Iteration 219Q: 3 clusters Score -1988485 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11999 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -1988598.500000 Penalty: 4763.786133
	Iteration 220F: 3 clusters Score -1988598 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12004 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -1988597.750000 Penalty: 4763.786133
	Iteration 221Q: 3 clusters Score -1988598 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12003 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -1988715.375000 Penalty: 4763.786133
	Iteration 222Q: 3 clusters Score -1988715 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12002 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -1988702.750000 Penalty: 4763.786133
	Iteration 223Q: 3 clusters Score -1988703 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12003 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -1988667.625000 Penalty: 4763.786133
	Iteration 224Q: 3 clusters Score -1988668 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12000 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -1988691.250000 Penalty: 4763.786133
	Iteration 225Q: 3 clusters Score -1988691 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12003 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -1988622.250000 Penalty: 4763.786133
	Iteration 226Q: 3 clusters Score -1988622 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12001 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -1988648.875000 Penalty: 4763.786133
	Iteration 227Q: 3 clusters Score -1988649 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12004 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -1988626.750000 Penalty: 4763.786133
	Iteration 228Q: 3 clusters Score -1988627 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12004 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -1988589.750000 Penalty: 4763.786133
	Iteration 229Q: 3 clusters Score -1988590 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12005 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -1988614.250000 Penalty: 4763.786133
	Iteration 230Q: 3 clusters Score -1988614 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12004 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -1988537.625000 Penalty: 4763.786133
	Iteration 231Q: 3 clusters Score -1988538 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12004 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -1988537.625000 Penalty: 4763.786133
	Iteration 232F: 3 clusters Score -1988538 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 53224 members 
Mstep: Class 3 contains 8414 members 
Mstep: Class 4 contains 27723 members 
Mstep: Class 5 contains 9982 members 
Mstep: Class 6 contains 6739 members 
Mstep: Class 7 contains 28002 members 
Mstep: Class 8 contains 1540 members 
Mstep: Class 9 contains 8991 members 
Mstep: Class 10 contains 4401 members 
Mstep: Class 11 contains 39550 members 
Mstep: Class 12 contains 24745 members 
Mstep: Class 13 contains 213096 members 
Mstep: Class 14 contains 44586 members 
Mstep: Class 15 contains 12004 members 
Mstep: Class 16 contains 51069 members 
Mstep: Class 17 contains 14603 members 
Mstep: Class 18 contains 180341 members 
Mstep: Class 19 contains 63855 members 
Mstep: Class 20 contains 11943 members 
Mstep: Class 21 contains 14561 members 
Mstep: Class 22 contains 12157 members 
Mstep: Class 23 contains 10349 members 
Mstep: Class 24 contains 18503 members 
Mstep: Class 25 contains 7307 members 
Mstep: Class 26 contains 195379 members 
Mstep: Class 27 contains 5746 members 
Mstep: Class 28 contains 4168 members 
Mstep: Class 29 contains 46374 members 
Mstep: Class 30 contains 8300 members 
Mstep: Class 31 contains 870 members 
Mstep: Class 32 contains 1608 members 
Mstep: Class 33 contains 54455 members 
Mstep: Class 34 contains 2826 members 
Entering Unmasked Estep 
Score: -147418528.000000 Penalty: 117946.742188
Splitting cluster 15 changes total score from -147374432.000000 to -147418528.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 16 (51069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51069 members 
Entering Unmasked Estep 
Score: -6414217.000000 Penalty: 2688.551270
	Iteration 0F: 2 clusters Score -6414217 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25779 members 
Mstep: Class 2 contains 25290 members 
Entering Unmasked Estep 
Score: -6379884.500000 Penalty: 5377.102539
	Iteration 0F: 3 clusters Score -6379884 nChanged 23566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27821 members 
Mstep: Class 2 contains 23248 members 
Entering Unmasked Estep 
Score: -6393090.500000 Penalty: 5377.102539
	Iteration 1F: 3 clusters Score -6393090 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29184 members 
Mstep: Class 2 contains 21885 members 
Entering Unmasked Estep 
Score: -6394049.000000 Penalty: 5377.102539
	Iteration 2Q: 3 clusters Score -6394049 nChanged 2890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31302 members 
Mstep: Class 2 contains 19767 members 
Entering Unmasked Estep 
Score: -6395509.500000 Penalty: 5377.102539
	Iteration 3F: 3 clusters Score -6395510 nChanged 3365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34103 members 
Mstep: Class 2 contains 16966 members 
Entering Unmasked Estep 
Score: -6397585.500000 Penalty: 5377.102539
	Iteration 4F: 3 clusters Score -6397586 nChanged 3784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37585 members 
Mstep: Class 2 contains 13484 members 
Entering Unmasked Estep 
Score: -6400553.500000 Penalty: 5377.102539
	Iteration 5F: 3 clusters Score -6400554 nChanged 4041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41400 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -6404138.500000 Penalty: 5377.102539
	Iteration 6F: 3 clusters Score -6404138 nChanged 3464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44668 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -6407377.500000 Penalty: 5377.102539
	Iteration 7F: 3 clusters Score -6407378 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46819 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -6409590.000000 Penalty: 5377.102539
	Iteration 8Q: 3 clusters Score -6409590 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48004 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -6411020.500000 Penalty: 5377.102539
	Iteration 9Q: 3 clusters Score -6411020 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48471 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -6411843.500000 Penalty: 5377.102539
	Iteration 10Q: 3 clusters Score -6411844 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48614 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -6412274.500000 Penalty: 5377.102539
	Iteration 11Q: 3 clusters Score -6412274 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48660 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -6412507.000000 Penalty: 5377.102539
	Iteration 12Q: 3 clusters Score -6412507 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48631 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -6412722.500000 Penalty: 5377.102539
	Iteration 13Q: 3 clusters Score -6412722 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48544 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -6412881.000000 Penalty: 5377.102539
	Iteration 14Q: 3 clusters Score -6412881 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48443 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -6413032.500000 Penalty: 5377.102539
	Iteration 15Q: 3 clusters Score -6413032 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48323 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -6413193.500000 Penalty: 5377.102539
	Iteration 16Q: 3 clusters Score -6413194 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48191 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -6413353.500000 Penalty: 5377.102539
	Iteration 17Q: 3 clusters Score -6413354 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48060 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -6413537.500000 Penalty: 5377.102539
	Iteration 18Q: 3 clusters Score -6413538 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47948 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -6413724.500000 Penalty: 5377.102539
	Iteration 19Q: 3 clusters Score -6413724 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47868 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -6413865.000000 Penalty: 5377.102539
	Iteration 20F: 3 clusters Score -6413865 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47808 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -6413984.500000 Penalty: 5377.102539
	Iteration 21Q: 3 clusters Score -6413984 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47782 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -6414143.000000 Penalty: 5377.102539
	Iteration 22Q: 3 clusters Score -6414143 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47767 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -6414341.500000 Penalty: 5377.102539
	Iteration 23Q: 3 clusters Score -6414342 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47754 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -6414637.000000 Penalty: 5377.102539
	Iteration 24Q: 3 clusters Score -6414637 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47718 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -6414928.500000 Penalty: 5377.102539
	Iteration 25Q: 3 clusters Score -6414928 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47656 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -6415148.000000 Penalty: 5377.102539
	Iteration 26Q: 3 clusters Score -6415148 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47574 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -6415279.000000 Penalty: 5377.102539
	Iteration 27Q: 3 clusters Score -6415279 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47474 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -6415361.000000 Penalty: 5377.102539
	Iteration 28Q: 3 clusters Score -6415361 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47386 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -6415400.000000 Penalty: 5377.102539
	Iteration 29Q: 3 clusters Score -6415400 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47322 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -6415406.000000 Penalty: 5377.102539
	Iteration 30Q: 3 clusters Score -6415406 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47276 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -6415428.500000 Penalty: 5377.102539
	Iteration 31Q: 3 clusters Score -6415428 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47236 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -6415431.500000 Penalty: 5377.102539
	Iteration 32Q: 3 clusters Score -6415432 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47199 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -6415442.500000 Penalty: 5377.102539
	Iteration 33Q: 3 clusters Score -6415442 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47170 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -6415442.500000 Penalty: 5377.102539
	Iteration 34Q: 3 clusters Score -6415442 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47139 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -6415451.000000 Penalty: 5377.102539
	Iteration 35Q: 3 clusters Score -6415451 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47095 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -6415467.000000 Penalty: 5377.102539
	Iteration 36Q: 3 clusters Score -6415467 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47056 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -6415480.500000 Penalty: 5377.102539
	Iteration 37Q: 3 clusters Score -6415480 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47022 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -6415482.500000 Penalty: 5377.102539
	Iteration 38Q: 3 clusters Score -6415482 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47002 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -6415497.500000 Penalty: 5377.102539
	Iteration 39Q: 3 clusters Score -6415498 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46980 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -6415516.000000 Penalty: 5377.102539
	Iteration 40F: 3 clusters Score -6415516 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46940 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -6415546.000000 Penalty: 5377.102539
	Iteration 41Q: 3 clusters Score -6415546 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46898 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -6415555.500000 Penalty: 5377.102539
	Iteration 42Q: 3 clusters Score -6415556 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46859 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -6415567.500000 Penalty: 5377.102539
	Iteration 43Q: 3 clusters Score -6415568 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46825 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -6415556.500000 Penalty: 5377.102539
	Iteration 44Q: 3 clusters Score -6415556 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46792 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -6415568.000000 Penalty: 5377.102539
	Iteration 45Q: 3 clusters Score -6415568 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46762 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -6415559.000000 Penalty: 5377.102539
	Iteration 46Q: 3 clusters Score -6415559 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46731 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -6415583.000000 Penalty: 5377.102539
	Iteration 47Q: 3 clusters Score -6415583 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46699 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -6415587.500000 Penalty: 5377.102539
	Iteration 48Q: 3 clusters Score -6415588 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46674 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -6415579.000000 Penalty: 5377.102539
	Iteration 49Q: 3 clusters Score -6415579 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46649 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -6415599.500000 Penalty: 5377.102539
	Iteration 50Q: 3 clusters Score -6415600 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46626 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -6415592.500000 Penalty: 5377.102539
	Iteration 51Q: 3 clusters Score -6415592 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46607 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -6415592.000000 Penalty: 5377.102539
	Iteration 52Q: 3 clusters Score -6415592 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46588 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -6415604.500000 Penalty: 5377.102539
	Iteration 53Q: 3 clusters Score -6415604 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46568 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -6415600.500000 Penalty: 5377.102539
	Iteration 54Q: 3 clusters Score -6415600 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46548 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -6415610.500000 Penalty: 5377.102539
	Iteration 55Q: 3 clusters Score -6415610 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46527 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -6415604.000000 Penalty: 5377.102539
	Iteration 56Q: 3 clusters Score -6415604 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46502 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -6415598.500000 Penalty: 5377.102539
	Iteration 57Q: 3 clusters Score -6415598 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46472 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -6415630.000000 Penalty: 5377.102539
	Iteration 58Q: 3 clusters Score -6415630 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46442 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -6415622.000000 Penalty: 5377.102539
	Iteration 59Q: 3 clusters Score -6415622 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46409 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -6415625.000000 Penalty: 5377.102539
	Iteration 60F: 3 clusters Score -6415625 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46379 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -6415623.000000 Penalty: 5377.102539
	Iteration 61Q: 3 clusters Score -6415623 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46328 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -6415643.500000 Penalty: 5377.102539
	Iteration 62Q: 3 clusters Score -6415644 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46271 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -6415671.000000 Penalty: 5377.102539
	Iteration 63Q: 3 clusters Score -6415671 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46214 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -6415673.500000 Penalty: 5377.102539
	Iteration 64Q: 3 clusters Score -6415674 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46165 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -6415674.500000 Penalty: 5377.102539
	Iteration 65Q: 3 clusters Score -6415674 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46106 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -6415708.500000 Penalty: 5377.102539
	Iteration 66Q: 3 clusters Score -6415708 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46046 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -6415738.500000 Penalty: 5377.102539
	Iteration 67Q: 3 clusters Score -6415738 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45982 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -6415771.000000 Penalty: 5377.102539
	Iteration 68Q: 3 clusters Score -6415771 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45918 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -6415805.000000 Penalty: 5377.102539
	Iteration 69Q: 3 clusters Score -6415805 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45870 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -6415842.500000 Penalty: 5377.102539
	Iteration 70Q: 3 clusters Score -6415842 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45803 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -6415863.000000 Penalty: 5377.102539
	Iteration 71Q: 3 clusters Score -6415863 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45747 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -6415888.000000 Penalty: 5377.102539
	Iteration 72Q: 3 clusters Score -6415888 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45701 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -6415918.000000 Penalty: 5377.102539
	Iteration 73Q: 3 clusters Score -6415918 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45673 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -6415937.500000 Penalty: 5377.102539
	Iteration 74Q: 3 clusters Score -6415938 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45652 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -6415963.500000 Penalty: 5377.102539
	Iteration 75Q: 3 clusters Score -6415964 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45627 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -6415997.000000 Penalty: 5377.102539
	Iteration 76Q: 3 clusters Score -6415997 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45610 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -6416040.500000 Penalty: 5377.102539
	Iteration 77Q: 3 clusters Score -6416040 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45613 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -6416059.000000 Penalty: 5377.102539
	Iteration 78Q: 3 clusters Score -6416059 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45612 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -6416065.500000 Penalty: 5377.102539
	Iteration 79Q: 3 clusters Score -6416066 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45628 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -6416149.500000 Penalty: 5377.102539
	Iteration 80F: 3 clusters Score -6416150 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45627 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -6416222.000000 Penalty: 5377.102539
	Iteration 81Q: 3 clusters Score -6416222 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45616 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -6416269.500000 Penalty: 5377.102539
	Iteration 82Q: 3 clusters Score -6416270 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45585 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -6416354.000000 Penalty: 5377.102539
	Iteration 83Q: 3 clusters Score -6416354 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45554 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -6416399.000000 Penalty: 5377.102539
	Iteration 84Q: 3 clusters Score -6416399 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45519 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -6416426.500000 Penalty: 5377.102539
	Iteration 85Q: 3 clusters Score -6416426 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45487 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -6416469.500000 Penalty: 5377.102539
	Iteration 86Q: 3 clusters Score -6416470 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45438 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -6416503.000000 Penalty: 5377.102539
	Iteration 87Q: 3 clusters Score -6416503 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45404 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -6416531.500000 Penalty: 5377.102539
	Iteration 88Q: 3 clusters Score -6416532 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45376 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -6416563.000000 Penalty: 5377.102539
	Iteration 89Q: 3 clusters Score -6416563 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45349 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -6416603.500000 Penalty: 5377.102539
	Iteration 90Q: 3 clusters Score -6416604 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45312 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -6416609.500000 Penalty: 5377.102539
	Iteration 91Q: 3 clusters Score -6416610 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45298 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -6416592.000000 Penalty: 5377.102539
	Iteration 92Q: 3 clusters Score -6416592 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45289 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -6416605.500000 Penalty: 5377.102539
	Iteration 93Q: 3 clusters Score -6416606 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45291 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -6416624.500000 Penalty: 5377.102539
	Iteration 94Q: 3 clusters Score -6416624 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45287 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -6416621.000000 Penalty: 5377.102539
	Iteration 95Q: 3 clusters Score -6416621 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45274 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -6416623.500000 Penalty: 5377.102539
	Iteration 96Q: 3 clusters Score -6416624 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45273 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -6416634.000000 Penalty: 5377.102539
	Iteration 97Q: 3 clusters Score -6416634 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45274 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -6416634.500000 Penalty: 5377.102539
	Iteration 98Q: 3 clusters Score -6416634 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45269 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -6416639.500000 Penalty: 5377.102539
	Iteration 99Q: 3 clusters Score -6416640 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45262 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -6416641.000000 Penalty: 5377.102539
	Iteration 100F: 3 clusters Score -6416641 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45254 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -6416628.500000 Penalty: 5377.102539
	Iteration 101Q: 3 clusters Score -6416628 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45244 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -6416631.000000 Penalty: 5377.102539
	Iteration 102Q: 3 clusters Score -6416631 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45236 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -6416629.000000 Penalty: 5377.102539
	Iteration 103Q: 3 clusters Score -6416629 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45229 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -6416643.000000 Penalty: 5377.102539
	Iteration 104Q: 3 clusters Score -6416643 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45229 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -6416638.000000 Penalty: 5377.102539
	Iteration 105Q: 3 clusters Score -6416638 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45225 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -6416634.500000 Penalty: 5377.102539
	Iteration 106Q: 3 clusters Score -6416634 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45222 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -6416637.000000 Penalty: 5377.102539
	Iteration 107Q: 3 clusters Score -6416637 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45221 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -6416642.000000 Penalty: 5377.102539
	Iteration 108Q: 3 clusters Score -6416642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45222 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -6416642.500000 Penalty: 5377.102539
	Iteration 109Q: 3 clusters Score -6416642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45221 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -6416640.000000 Penalty: 5377.102539
	Iteration 110Q: 3 clusters Score -6416640 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45220 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -6416640 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45220 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -6416640.500000 Penalty: 5377.102539
	Iteration 112F: 3 clusters Score -6416640 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 53224 members 
Mstep: Class 3 contains 8414 members 
Mstep: Class 4 contains 27723 members 
Mstep: Class 5 contains 9982 members 
Mstep: Class 6 contains 6739 members 
Mstep: Class 7 contains 28002 members 
Mstep: Class 8 contains 1540 members 
Mstep: Class 9 contains 8991 members 
Mstep: Class 10 contains 4401 members 
Mstep: Class 11 contains 39550 members 
Mstep: Class 12 contains 24745 members 
Mstep: Class 13 contains 213096 members 
Mstep: Class 14 contains 44586 members 
Mstep: Class 15 contains 12004 members 
Mstep: Class 16 contains 45220 members 
Mstep: Class 17 contains 14603 members 
Mstep: Class 18 contains 180341 members 
Mstep: Class 19 contains 63855 members 
Mstep: Class 20 contains 11943 members 
Mstep: Class 21 contains 14561 members 
Mstep: Class 22 contains 12157 members 
Mstep: Class 23 contains 10349 members 
Mstep: Class 24 contains 18503 members 
Mstep: Class 25 contains 7307 members 
Mstep: Class 26 contains 195379 members 
Mstep: Class 27 contains 5746 members 
Mstep: Class 28 contains 4168 members 
Mstep: Class 29 contains 46374 members 
Mstep: Class 30 contains 8300 members 
Mstep: Class 31 contains 870 members 
Mstep: Class 32 contains 1608 members 
Mstep: Class 33 contains 54455 members 
Mstep: Class 34 contains 2826 members 
Mstep: Class 35 contains 5849 members 
Entering Unmasked Estep 
Score: -147420320.000000 Penalty: 121415.765625
Splitting cluster 16 changes total score from -147374432.000000 to -147420320.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 17 (14603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14603 members 
Entering Unmasked Estep 
Score: -1807535.250000 Penalty: 2378.067627
	Iteration 0F: 2 clusters Score -1807535 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -1796863.750000 Penalty: 4756.135254
	Iteration 0F: 3 clusters Score -1796864 nChanged 6371
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -1800744 nChanged 1155
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -1802097 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -1803861.000000 Penalty: 4756.135254
	Iteration 3F: 3 clusters Score -1803861 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9138 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -1805547.375000 Penalty: 4756.135254
	Iteration 4F: 3 clusters Score -1805547 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9926 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -1806967.500000 Penalty: 4756.135254
	Iteration 5F: 3 clusters Score -1806968 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10571 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -1808044.625000 Penalty: 4756.135254
	Iteration 6F: 3 clusters Score -1808045 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10971 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -1808729.500000 Penalty: 4756.135254
	Iteration 7Q: 3 clusters Score -1808730 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11231 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -1809142.875000 Penalty: 4756.135254
	Iteration 8Q: 3 clusters Score -1809143 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11387 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -1809450.375000 Penalty: 4756.135254
	Iteration 9Q: 3 clusters Score -1809450 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11499 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -1809795.000000 Penalty: 4756.135254
	Iteration 10Q: 3 clusters Score -1809795 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11549 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -1810176.250000 Penalty: 4756.135254
	Iteration 11Q: 3 clusters Score -1810176 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11540 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -1810457.000000 Penalty: 4756.135254
	Iteration 12Q: 3 clusters Score -1810457 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11562 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -1810676.375000 Penalty: 4756.135254
	Iteration 13Q: 3 clusters Score -1810676 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11593 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -1810840.750000 Penalty: 4756.135254
	Iteration 14Q: 3 clusters Score -1810841 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11640 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -1810957.875000 Penalty: 4756.135254
	Iteration 15Q: 3 clusters Score -1810958 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11708 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -1811103.000000 Penalty: 4756.135254
	Iteration 16Q: 3 clusters Score -1811103 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11822 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -1811320.625000 Penalty: 4756.135254
	Iteration 17Q: 3 clusters Score -1811321 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11933 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -1811531.000000 Penalty: 4756.135254
	Iteration 18Q: 3 clusters Score -1811531 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12038 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -1811706.000000 Penalty: 4756.135254
	Iteration 19Q: 3 clusters Score -1811706 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12111 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -1811973.750000 Penalty: 4756.135254
	Iteration 20F: 3 clusters Score -1811974 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12130 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -1812038.000000 Penalty: 4756.135254
	Iteration 21Q: 3 clusters Score -1812038 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12147 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -1812047.375000 Penalty: 4756.135254
	Iteration 22Q: 3 clusters Score -1812047 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12162 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -1812055.000000 Penalty: 4756.135254
	Iteration 23Q: 3 clusters Score -1812055 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12166 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -1812055.625000 Penalty: 4756.135254
	Iteration 24Q: 3 clusters Score -1812056 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12173 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -1812055.125000 Penalty: 4756.135254
	Iteration 25Q: 3 clusters Score -1812055 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12180 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -1812057.375000 Penalty: 4756.135254
	Iteration 26Q: 3 clusters Score -1812057 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12186 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -1812060.500000 Penalty: 4756.135254
	Iteration 27Q: 3 clusters Score -1812060 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12189 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -1812059.500000 Penalty: 4756.135254
	Iteration 28Q: 3 clusters Score -1812060 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12198 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -1812067.250000 Penalty: 4756.135254
	Iteration 29Q: 3 clusters Score -1812067 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12205 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -1812071.750000 Penalty: 4756.135254
	Iteration 30Q: 3 clusters Score -1812072 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12210 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -1812071.500000 Penalty: 4756.135254
	Iteration 31Q: 3 clusters Score -1812072 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12211 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -1812070.625000 Penalty: 4756.135254
	Iteration 32Q: 3 clusters Score -1812071 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12212 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -1812069.500000 Penalty: 4756.135254
	Iteration 33Q: 3 clusters Score -1812070 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12213 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -1812068.875000 Penalty: 4756.135254
	Iteration 34Q: 3 clusters Score -1812069 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12214 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -1812070.000000 Penalty: 4756.135254
	Iteration 35Q: 3 clusters Score -1812070 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12214 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -1812070.000000 Penalty: 4756.135254
	Iteration 36F: 3 clusters Score -1812070 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 53224 members 
Mstep: Class 3 contains 8414 members 
Mstep: Class 4 contains 27723 members 
Mstep: Class 5 contains 9982 members 
Mstep: Class 6 contains 6739 members 
Mstep: Class 7 contains 28002 members 
Mstep: Class 8 contains 1540 members 
Mstep: Class 9 contains 8991 members 
Mstep: Class 10 contains 4401 members 
Mstep: Class 11 contains 39550 members 
Mstep: Class 12 contains 24745 members 
Mstep: Class 13 contains 213096 members 
Mstep: Class 14 contains 44586 members 
Mstep: Class 15 contains 12004 members 
Mstep: Class 16 contains 45220 members 
Mstep: Class 17 contains 12214 members 
Mstep: Class 18 contains 180341 members 
Mstep: Class 19 contains 63855 members 
Mstep: Class 20 contains 11943 members 
Mstep: Class 21 contains 14561 members 
Mstep: Class 22 contains 12157 members 
Mstep: Class 23 contains 10349 members 
Mstep: Class 24 contains 18503 members 
Mstep: Class 25 contains 7307 members 
Mstep: Class 26 contains 195379 members 
Mstep: Class 27 contains 5746 members 
Mstep: Class 28 contains 4168 members 
Mstep: Class 29 contains 46374 members 
Mstep: Class 30 contains 8300 members 
Mstep: Class 31 contains 870 members 
Mstep: Class 32 contains 1608 members 
Mstep: Class 33 contains 54455 members 
Mstep: Class 34 contains 2826 members 
Mstep: Class 35 contains 5849 members 
Mstep: Class 36 contains 2389 members 
Entering Unmasked Estep 
Score: -147424672.000000 Penalty: 124884.789062
Splitting cluster 17 changes total score from -147374432.000000 to -147424672.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 18 (180341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180341 members 
Entering Unmasked Estep 
Score: -23051608.000000 Penalty: 3001.446045
	Iteration 0F: 2 clusters Score -2.305161e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89976 members 
Mstep: Class 2 contains 90365 members 
Entering Unmasked Estep 
Score: -22931472.000000 Penalty: 6002.892090
	Iteration 0F: 3 clusters Score -2.293147e+07 nChanged 86354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84922 members 
Mstep: Class 2 contains 95419 members 
Entering Unmasked Estep 
Score: -22982998.000000 Penalty: 6002.892090
	Iteration 1F: 3 clusters Score -2.2983e+07 nChanged 7175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81667 members 
Mstep: Class 2 contains 98674 members 
Entering Unmasked Estep 
Score: -22985430.000000 Penalty: 6002.892090
	Iteration 2Q: 3 clusters Score -2.298543e+07 nChanged 8938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76705 members 
Mstep: Class 2 contains 103636 members 
Entering Unmasked Estep 
Score: -22989618.000000 Penalty: 6002.892090
	Iteration 3Q: 3 clusters Score -2.298962e+07 nChanged 11065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69290 members 
Mstep: Class 2 contains 111051 members 
Entering Unmasked Estep 
Score: -22995272.000000 Penalty: 6002.892090
	Iteration 4F: 3 clusters Score -2.299527e+07 nChanged 12765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59439 members 
Mstep: Class 2 contains 120902 members 
Entering Unmasked Estep 
Score: -23003426.000000 Penalty: 6002.892090
	Iteration 5F: 3 clusters Score -2.300343e+07 nChanged 13351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48000 members 
Mstep: Class 2 contains 132341 members 
Entering Unmasked Estep 
Score: -23013114.000000 Penalty: 6002.892090
	Iteration 6F: 3 clusters Score -2.301311e+07 nChanged 12218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36654 members 
Mstep: Class 2 contains 143687 members 
Entering Unmasked Estep 
Score: -23023102.000000 Penalty: 6002.892090
	Iteration 7F: 3 clusters Score -2.30231e+07 nChanged 10167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26787 members 
Mstep: Class 2 contains 153554 members 
Entering Unmasked Estep 
Score: -23032330.000000 Penalty: 6002.892090
	Iteration 8F: 3 clusters Score -2.303233e+07 nChanged 7411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19538 members 
Mstep: Class 2 contains 160803 members 
Entering Unmasked Estep 
Score: -23040110.000000 Penalty: 6002.892090
	Iteration 9Q: 3 clusters Score -2.304011e+07 nChanged 4722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15096 members 
Mstep: Class 2 contains 165245 members 
Entering Unmasked Estep 
Score: -23045396.000000 Penalty: 6002.892090
	Iteration 10Q: 3 clusters Score -2.30454e+07 nChanged 2934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12610 members 
Mstep: Class 2 contains 167731 members 
Entering Unmasked Estep 
Score: -23048284.000000 Penalty: 6002.892090
	Iteration 11Q: 3 clusters Score -2.304828e+07 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10972 members 
Mstep: Class 2 contains 169369 members 
Entering Unmasked Estep 
Score: -23049744.000000 Penalty: 6002.892090
	Iteration 12Q: 3 clusters Score -2.304974e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 170559 members 
Entering Unmasked Estep 
Score: -23050738.000000 Penalty: 6002.892090
	Iteration 13Q: 3 clusters Score -2.305074e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 171453 members 
Entering Unmasked Estep 
Score: -23051256.000000 Penalty: 6002.892090
	Iteration 14Q: 3 clusters Score -2.305126e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 172160 members 
Entering Unmasked Estep 
Score: -23051604.000000 Penalty: 6002.892090
	Iteration 15Q: 3 clusters Score -2.30516e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 172680 members 
Entering Unmasked Estep 
Score: -23051794.000000 Penalty: 6002.892090
	Iteration 16Q: 3 clusters Score -2.305179e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 173082 members 
Entering Unmasked Estep 
Score: -23051938.000000 Penalty: 6002.892090
	Iteration 17Q: 3 clusters Score -2.305194e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 173396 members 
Entering Unmasked Estep 
Score: -23052040.000000 Penalty: 6002.892090
	Iteration 18Q: 3 clusters Score -2.305204e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 173638 members 
Entering Unmasked Estep 
Score: -23052086.000000 Penalty: 6002.892090
	Iteration 19Q: 3 clusters Score -2.305209e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 173832 members 
Entering Unmasked Estep 
Score: -23052166.000000 Penalty: 6002.892090
	Iteration 20F: 3 clusters Score -2.305217e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 173989 members 
Entering Unmasked Estep 
Score: -23052240.000000 Penalty: 6002.892090
	Iteration 21Q: 3 clusters Score -2.305224e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 174112 members 
Entering Unmasked Estep 
Score: -23052316.000000 Penalty: 6002.892090
	Iteration 22Q: 3 clusters Score -2.305232e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 174225 members 
Entering Unmasked Estep 
Score: -23052278.000000 Penalty: 6002.892090
	Iteration 23Q: 3 clusters Score -2.305228e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 174315 members 
Entering Unmasked Estep 
Score: -23052300.000000 Penalty: 6002.892090
	Iteration 24Q: 3 clusters Score -2.30523e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 174376 members 
Entering Unmasked Estep 
Score: -23052280.000000 Penalty: 6002.892090
	Iteration 25Q: 3 clusters Score -2.305228e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 174429 members 
Entering Unmasked Estep 
Score: -23052292.000000 Penalty: 6002.892090
	Iteration 26Q: 3 clusters Score -2.305229e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 174482 members 
Entering Unmasked Estep 
Score: -23052258.000000 Penalty: 6002.892090
	Iteration 27Q: 3 clusters Score -2.305226e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 174525 members 
Entering Unmasked Estep 
Score: -23052280.000000 Penalty: 6002.892090
	Iteration 28Q: 3 clusters Score -2.305228e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 174565 members 
Entering Unmasked Estep 
Score: -23052290.000000 Penalty: 6002.892090
	Iteration 29Q: 3 clusters Score -2.305229e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 174596 members 
Entering Unmasked Estep 
Score: -23052296.000000 Penalty: 6002.892090
	Iteration 30Q: 3 clusters Score -2.30523e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 174624 members 
Entering Unmasked Estep 
Score: -23052312.000000 Penalty: 6002.892090
	Iteration 31Q: 3 clusters Score -2.305231e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 174646 members 
Entering Unmasked Estep 
Score: -23052316.000000 Penalty: 6002.892090
	Iteration 32Q: 3 clusters Score -2.305232e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 174670 members 
Entering Unmasked Estep 
Score: -23052314.000000 Penalty: 6002.892090
	Iteration 33Q: 3 clusters Score -2.305231e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 174692 members 
Entering Unmasked Estep 
Score: -23052324.000000 Penalty: 6002.892090
	Iteration 34Q: 3 clusters Score -2.305232e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 174714 members 
Entering Unmasked Estep 
Score: -23052314.000000 Penalty: 6002.892090
	Iteration 35Q: 3 clusters Score -2.305231e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 174731 members 
Entering Unmasked Estep 
Score: -23052314.000000 Penalty: 6002.892090
	Iteration 36Q: 3 clusters Score -2.305231e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 174745 members 
Entering Unmasked Estep 
Score: -23052292.000000 Penalty: 6002.892090
	Iteration 37Q: 3 clusters Score -2.305229e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 174756 members 
Entering Unmasked Estep 
Score: -23052300.000000 Penalty: 6002.892090
	Iteration 38Q: 3 clusters Score -2.30523e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 174764 members 
Entering Unmasked Estep 
Score: -23052302.000000 Penalty: 6002.892090
	Iteration 39Q: 3 clusters Score -2.30523e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 174772 members 
Entering Unmasked Estep 
Score: -23052332.000000 Penalty: 6002.892090
	Iteration 40F: 3 clusters Score -2.305233e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 174780 members 
Entering Unmasked Estep 
Score: -23052320.000000 Penalty: 6002.892090
	Iteration 41Q: 3 clusters Score -2.305232e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 174788 members 
Entering Unmasked Estep 
Score: -23052326.000000 Penalty: 6002.892090
	Iteration 42Q: 3 clusters Score -2.305233e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 174796 members 
Entering Unmasked Estep 
Score: -23052314.000000 Penalty: 6002.892090
	Iteration 43Q: 3 clusters Score -2.305231e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 174800 members 
Entering Unmasked Estep 
Score: -23052302.000000 Penalty: 6002.892090
	Iteration 44Q: 3 clusters Score -2.30523e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 174803 members 
Entering Unmasked Estep 
Score: -23052300.000000 Penalty: 6002.892090
	Iteration 45Q: 3 clusters Score -2.30523e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 174809 members 
Entering Unmasked Estep 
Score: -23052304.000000 Penalty: 6002.892090
	Iteration 46Q: 3 clusters Score -2.30523e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 174813 members 
Entering Unmasked Estep 
Score: -23052294.000000 Penalty: 6002.892090
	Iteration 47Q: 3 clusters Score -2.305229e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 174819 members 
Entering Unmasked Estep 
Score: -23052286.000000 Penalty: 6002.892090
	Iteration 48Q: 3 clusters Score -2.305229e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 174825 members 
Entering Unmasked Estep 
Score: -23052276.000000 Penalty: 6002.892090
	Iteration 49Q: 3 clusters Score -2.305228e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 174832 members 
Entering Unmasked Estep 
Score: -23052282.000000 Penalty: 6002.892090
	Iteration 50Q: 3 clusters Score -2.305228e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 174835 members 
Entering Unmasked Estep 
Score: -23052282.000000 Penalty: 6002.892090
	Iteration 51Q: 3 clusters Score -2.305228e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 174840 members 
Entering Unmasked Estep 
Score: -23052300.000000 Penalty: 6002.892090
	Iteration 52Q: 3 clusters Score -2.30523e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 174845 members 
Entering Unmasked Estep 
Score: -23052282.000000 Penalty: 6002.892090
	Iteration 53Q: 3 clusters Score -2.305228e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 174848 members 
Entering Unmasked Estep 
Score: -23052268.000000 Penalty: 6002.892090
	Iteration 54Q: 3 clusters Score -2.305227e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 174853 members 
Entering Unmasked Estep 
Score: -23052268.000000 Penalty: 6002.892090
	Iteration 55Q: 3 clusters Score -2.305227e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 174856 members 
Entering Unmasked Estep 
Score: -23052286.000000 Penalty: 6002.892090
	Iteration 56Q: 3 clusters Score -2.305229e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 174859 members 
Entering Unmasked Estep 
Score: -23052282.000000 Penalty: 6002.892090
	Iteration 57Q: 3 clusters Score -2.305228e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 174861 members 
Entering Unmasked Estep 
Score: -23052274.000000 Penalty: 6002.892090
	Iteration 58Q: 3 clusters Score -2.305227e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 174863 members 
Entering Unmasked Estep 
Score: -23052294.000000 Penalty: 6002.892090
	Iteration 59Q: 3 clusters Score -2.305229e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 174863 members 
Entering Unmasked Estep 
Score: -23052294.000000 Penalty: 6002.892090
	Iteration 60F: 3 clusters Score -2.305229e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 53224 members 
Mstep: Class 3 contains 8414 members 
Mstep: Class 4 contains 27723 members 
Mstep: Class 5 contains 9982 members 
Mstep: Class 6 contains 6739 members 
Mstep: Class 7 contains 28002 members 
Mstep: Class 8 contains 1540 members 
Mstep: Class 9 contains 8991 members 
Mstep: Class 10 contains 4401 members 
Mstep: Class 11 contains 39550 members 
Mstep: Class 12 contains 24745 members 
Mstep: Class 13 contains 213096 members 
Mstep: Class 14 contains 44586 members 
Mstep: Class 15 contains 12004 members 
Mstep: Class 16 contains 45220 members 
Mstep: Class 17 contains 12214 members 
Mstep: Class 18 contains 5478 members 
Mstep: Class 19 contains 63855 members 
Mstep: Class 20 contains 11943 members 
Mstep: Class 21 contains 14561 members 
Mstep: Class 22 contains 12157 members 
Mstep: Class 23 contains 10349 members 
Mstep: Class 24 contains 18503 members 
Mstep: Class 25 contains 7307 members 
Mstep: Class 26 contains 195379 members 
Mstep: Class 27 contains 5746 members 
Mstep: Class 28 contains 4168 members 
Mstep: Class 29 contains 46374 members 
Mstep: Class 30 contains 8300 members 
Mstep: Class 31 contains 870 members 
Mstep: Class 32 contains 1608 members 
Mstep: Class 33 contains 54455 members 
Mstep: Class 34 contains 2826 members 
Mstep: Class 35 contains 5849 members 
Mstep: Class 36 contains 2389 members 
Mstep: Class 37 contains 174863 members 
Entering Unmasked Estep 
Score: -147423712.000000 Penalty: 128353.804688
Splitting cluster 18 changes total score from -147374432.000000 to -147423712.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 19 (63855 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63855 members 
Entering Unmasked Estep 
Score: -8116307.000000 Penalty: 2743.963867
	Iteration 0F: 2 clusters Score -8116307 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31925 members 
Mstep: Class 2 contains 31930 members 
Entering Unmasked Estep 
Score: -8073507.000000 Penalty: 5487.927734
	Iteration 0F: 3 clusters Score -8073507 nChanged 29903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31216 members 
Mstep: Class 2 contains 32639 members 
Entering Unmasked Estep 
Score: -8090044.000000 Penalty: 5487.927734
	Iteration 1F: 3 clusters Score -8090044 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30901 members 
Mstep: Class 2 contains 32954 members 
Entering Unmasked Estep 
Score: -8090625.500000 Penalty: 5487.927734
	Iteration 2Q: 3 clusters Score -8090626 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30439 members 
Mstep: Class 2 contains 33416 members 
Entering Unmasked Estep 
Score: -8091146.000000 Penalty: 5487.927734
	Iteration 3Q: 3 clusters Score -8091146 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29716 members 
Mstep: Class 2 contains 34139 members 
Entering Unmasked Estep 
Score: -8091667.500000 Penalty: 5487.927734
	Iteration 4Q: 3 clusters Score -8091668 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28663 members 
Mstep: Class 2 contains 35192 members 
Entering Unmasked Estep 
Score: -8092448.000000 Penalty: 5487.927734
	Iteration 5Q: 3 clusters Score -8092448 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27266 members 
Mstep: Class 2 contains 36589 members 
Entering Unmasked Estep 
Score: -8093308.000000 Penalty: 5487.927734
	Iteration 6Q: 3 clusters Score -8093308 nChanged 2890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25350 members 
Mstep: Class 2 contains 38505 members 
Entering Unmasked Estep 
Score: -8094576.500000 Penalty: 5487.927734
	Iteration 7Q: 3 clusters Score -8094576 nChanged 3491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22683 members 
Mstep: Class 2 contains 41172 members 
Entering Unmasked Estep 
Score: -8096454.000000 Penalty: 5487.927734
	Iteration 8F: 3 clusters Score -8096454 nChanged 4001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19340 members 
Mstep: Class 2 contains 44515 members 
Entering Unmasked Estep 
Score: -8099186.000000 Penalty: 5487.927734
	Iteration 9F: 3 clusters Score -8099186 nChanged 4260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15604 members 
Mstep: Class 2 contains 48251 members 
Entering Unmasked Estep 
Score: -8102508.500000 Penalty: 5487.927734
	Iteration 10F: 3 clusters Score -8102508 nChanged 4029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11973 members 
Mstep: Class 2 contains 51882 members 
Entering Unmasked Estep 
Score: -8106128.000000 Penalty: 5487.927734
	Iteration 11F: 3 clusters Score -8106128 nChanged 3165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9078 members 
Mstep: Class 2 contains 54777 members 
Entering Unmasked Estep 
Score: -8109065.000000 Penalty: 5487.927734
	Iteration 12Q: 3 clusters Score -8109065 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 56734 members 
Entering Unmasked Estep 
Score: -8111011.500000 Penalty: 5487.927734
	Iteration 13Q: 3 clusters Score -8111012 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 57904 members 
Entering Unmasked Estep 
Score: -8112124.500000 Penalty: 5487.927734
	Iteration 14Q: 3 clusters Score -8112124 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 58668 members 
Entering Unmasked Estep 
Score: -8112764.500000 Penalty: 5487.927734
	Iteration 15Q: 3 clusters Score -8112764 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 59205 members 
Entering Unmasked Estep 
Score: -8113195.000000 Penalty: 5487.927734
	Iteration 16Q: 3 clusters Score -8113195 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 59641 members 
Entering Unmasked Estep 
Score: -8113501.000000 Penalty: 5487.927734
	Iteration 17Q: 3 clusters Score -8113501 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 59976 members 
Entering Unmasked Estep 
Score: -8113711.500000 Penalty: 5487.927734
	Iteration 18Q: 3 clusters Score -8113712 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 60268 members 
Entering Unmasked Estep 
Score: -8113857.000000 Penalty: 5487.927734
	Iteration 19Q: 3 clusters Score -8113857 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 60517 members 
Entering Unmasked Estep 
Score: -8113975.500000 Penalty: 5487.927734
	Iteration 20F: 3 clusters Score -8113976 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 60716 members 
Entering Unmasked Estep 
Score: -8114069.500000 Penalty: 5487.927734
	Iteration 21Q: 3 clusters Score -8114070 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 60878 members 
Entering Unmasked Estep 
Score: -8114127.500000 Penalty: 5487.927734
	Iteration 22Q: 3 clusters Score -8114128 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 61011 members 
Entering Unmasked Estep 
Score: -8114182.500000 Penalty: 5487.927734
	Iteration 23Q: 3 clusters Score -8114182 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 61110 members 
Entering Unmasked Estep 
Score: -8114206.000000 Penalty: 5487.927734
	Iteration 24Q: 3 clusters Score -8114206 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 61187 members 
Entering Unmasked Estep 
Score: -8114233.000000 Penalty: 5487.927734
	Iteration 25Q: 3 clusters Score -8114233 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 61262 members 
Entering Unmasked Estep 
Score: -8114247.000000 Penalty: 5487.927734
	Iteration 26Q: 3 clusters Score -8114247 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 61341 members 
Entering Unmasked Estep 
Score: -8114240.000000 Penalty: 5487.927734
	Iteration 27Q: 3 clusters Score -8114240 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 61403 members 
Entering Unmasked Estep 
Score: -8114273.000000 Penalty: 5487.927734
	Iteration 28Q: 3 clusters Score -8114273 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 61450 members 
Entering Unmasked Estep 
Score: -8114285.000000 Penalty: 5487.927734
	Iteration 29Q: 3 clusters Score -8114285 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 61488 members 
Entering Unmasked Estep 
Score: -8114289.000000 Penalty: 5487.927734
	Iteration 30Q: 3 clusters Score -8114289 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 61525 members 
Entering Unmasked Estep 
Score: -8114297.000000 Penalty: 5487.927734
	Iteration 31Q: 3 clusters Score -8114297 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 61561 members 
Entering Unmasked Estep 
Score: -8114305.500000 Penalty: 5487.927734
	Iteration 32Q: 3 clusters Score -8114306 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 61588 members 
Entering Unmasked Estep 
Score: -8114320.500000 Penalty: 5487.927734
	Iteration 33Q: 3 clusters Score -8114320 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 61616 members 
Entering Unmasked Estep 
Score: -8114323.500000 Penalty: 5487.927734
	Iteration 34Q: 3 clusters Score -8114324 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 61637 members 
Entering Unmasked Estep 
Score: -8114340.500000 Penalty: 5487.927734
	Iteration 35Q: 3 clusters Score -8114340 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 61657 members 
Entering Unmasked Estep 
Score: -8114332.500000 Penalty: 5487.927734
	Iteration 36Q: 3 clusters Score -8114332 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 61677 members 
Entering Unmasked Estep 
Score: -8114359.000000 Penalty: 5487.927734
	Iteration 37Q: 3 clusters Score -8114359 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 61694 members 
Entering Unmasked Estep 
Score: -8114362.000000 Penalty: 5487.927734
	Iteration 38Q: 3 clusters Score -8114362 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 61711 members 
Entering Unmasked Estep 
Score: -8114365.000000 Penalty: 5487.927734
	Iteration 39Q: 3 clusters Score -8114365 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 61723 members 
Entering Unmasked Estep 
Score: -8114368.000000 Penalty: 5487.927734
	Iteration 40F: 3 clusters Score -8114368 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 61740 members 
Entering Unmasked Estep 
Score: -8114359.500000 Penalty: 5487.927734
	Iteration 41Q: 3 clusters Score -8114360 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 61760 members 
Entering Unmasked Estep 
Score: -8114365.000000 Penalty: 5487.927734
	Iteration 42Q: 3 clusters Score -8114365 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 61775 members 
Entering Unmasked Estep 
Score: -8114376.000000 Penalty: 5487.927734
	Iteration 43Q: 3 clusters Score -8114376 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 61789 members 
Entering Unmasked Estep 
Score: -8114379.500000 Penalty: 5487.927734
	Iteration 44Q: 3 clusters Score -8114380 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 61804 members 
Entering Unmasked Estep 
Score: -8114389.000000 Penalty: 5487.927734
	Iteration 45Q: 3 clusters Score -8114389 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 61814 members 
Entering Unmasked Estep 
Score: -8114386.000000 Penalty: 5487.927734
	Iteration 46Q: 3 clusters Score -8114386 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 61827 members 
Entering Unmasked Estep 
Score: -8114405.500000 Penalty: 5487.927734
	Iteration 47Q: 3 clusters Score -8114406 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 61833 members 
Entering Unmasked Estep 
Score: -8114396.500000 Penalty: 5487.927734
	Iteration 48Q: 3 clusters Score -8114396 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 61840 members 
Entering Unmasked Estep 
Score: -8114403.000000 Penalty: 5487.927734
	Iteration 49Q: 3 clusters Score -8114403 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 61849 members 
Entering Unmasked Estep 
Score: -8114405.000000 Penalty: 5487.927734
	Iteration 50Q: 3 clusters Score -8114405 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 61859 members 
Entering Unmasked Estep 
Score: -8114401.500000 Penalty: 5487.927734
	Iteration 51Q: 3 clusters Score -8114402 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 61869 members 
Entering Unmasked Estep 
Score: -8114399.000000 Penalty: 5487.927734
	Iteration 52Q: 3 clusters Score -8114399 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 61873 members 
Entering Unmasked Estep 
Score: -8114402.000000 Penalty: 5487.927734
	Iteration 53Q: 3 clusters Score -8114402 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 61880 members 
Entering Unmasked Estep 
Score: -8114402.000000 Penalty: 5487.927734
	Iteration 54Q: 3 clusters Score -8114402 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 61884 members 
Entering Unmasked Estep 
Score: -8114414.500000 Penalty: 5487.927734
	Iteration 55Q: 3 clusters Score -8114414 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 61887 members 
Entering Unmasked Estep 
Score: -8114414.000000 Penalty: 5487.927734
	Iteration 56Q: 3 clusters Score -8114414 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 61888 members 
Entering Unmasked Estep 
Score: -8114415.500000 Penalty: 5487.927734
	Iteration 57Q: 3 clusters Score -8114416 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 61889 members 
Entering Unmasked Estep 
Score: -8114416.500000 Penalty: 5487.927734
	Iteration 58Q: 3 clusters Score -8114416 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 61889 members 
Entering Unmasked Estep 
Score: -8114416.500000 Penalty: 5487.927734
	Iteration 59F: 3 clusters Score -8114416 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (11943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11943 members 
Entering Unmasked Estep 
Score: -1503618.000000 Penalty: 2328.199219
	Iteration 0F: 2 clusters Score -1503618 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 5962 members 
Entering Unmasked Estep 
Score: -1494734.125000 Penalty: 4656.398438
	Iteration 0F: 3 clusters Score -1494734 nChanged 4988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -1497402.125000 Penalty: 4656.398438
	Iteration 1F: 3 clusters Score -1497402 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -1497765.500000 Penalty: 4656.398438
	Iteration 2F: 3 clusters Score -1497766 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -1498076.500000 Penalty: 4656.398438
	Iteration 3F: 3 clusters Score -1498076 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -1498366.000000 Penalty: 4656.398438
	Iteration 4Q: 3 clusters Score -1498366 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -1498644.875000 Penalty: 4656.398438
	Iteration 5Q: 3 clusters Score -1498645 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -1498925.500000 Penalty: 4656.398438
	Iteration 6Q: 3 clusters Score -1498926 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -1499266.750000 Penalty: 4656.398438
	Iteration 7Q: 3 clusters Score -1499267 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -1499610.375000 Penalty: 4656.398438
	Iteration 8Q: 3 clusters Score -1499610 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -1499930.125000 Penalty: 4656.398438
	Iteration 9Q: 3 clusters Score -1499930 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -1500207.000000 Penalty: 4656.398438
	Iteration 10Q: 3 clusters Score -1500207 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -1500433.250000 Penalty: 4656.398438
	Iteration 11Q: 3 clusters Score -1500433 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -1500608.250000 Penalty: 4656.398438
	Iteration 12Q: 3 clusters Score -1500608 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -1500737.125000 Penalty: 4656.398438
	Iteration 13Q: 3 clusters Score -1500737 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -1500828.500000 Penalty: 4656.398438
	Iteration 14Q: 3 clusters Score -1500828 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -1500894.750000 Penalty: 4656.398438
	Iteration 15Q: 3 clusters Score -1500895 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -1500952.750000 Penalty: 4656.398438
	Iteration 16Q: 3 clusters Score -1500953 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -1500988.875000 Penalty: 4656.398438
	Iteration 17Q: 3 clusters Score -1500989 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -1501018.625000 Penalty: 4656.398438
	Iteration 18Q: 3 clusters Score -1501019 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -1501044.000000 Penalty: 4656.398438
	Iteration 19Q: 3 clusters Score -1501044 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -1501058.250000 Penalty: 4656.398438
	Iteration 20F: 3 clusters Score -1501058 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -1501073.500000 Penalty: 4656.398438
	Iteration 21Q: 3 clusters Score -1501074 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -1501089.750000 Penalty: 4656.398438
	Iteration 22Q: 3 clusters Score -1501090 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -1501093.500000 Penalty: 4656.398438
	Iteration 23Q: 3 clusters Score -1501094 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -1501102.125000 Penalty: 4656.398438
	Iteration 24Q: 3 clusters Score -1501102 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -1501106.125000 Penalty: 4656.398438
	Iteration 25Q: 3 clusters Score -1501106 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -1501114.375000 Penalty: 4656.398438
	Iteration 26Q: 3 clusters Score -1501114 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -1501117.500000 Penalty: 4656.398438
	Iteration 27Q: 3 clusters Score -1501118 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -1501119.250000 Penalty: 4656.398438
	Iteration 28Q: 3 clusters Score -1501119 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -1501123.125000 Penalty: 4656.398438
	Iteration 29Q: 3 clusters Score -1501123 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -1501130.750000 Penalty: 4656.398438
	Iteration 30Q: 3 clusters Score -1501131 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -1501131.375000 Penalty: 4656.398438
	Iteration 31Q: 3 clusters Score -1501131 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -1501136.625000 Penalty: 4656.398438
	Iteration 32Q: 3 clusters Score -1501137 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -1501148.125000 Penalty: 4656.398438
	Iteration 33Q: 3 clusters Score -1501148 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -1501156.500000 Penalty: 4656.398438
	Iteration 34Q: 3 clusters Score -1501156 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -1501162.375000 Penalty: 4656.398438
	Iteration 35Q: 3 clusters Score -1501162 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -1501164.250000 Penalty: 4656.398438
	Iteration 36Q: 3 clusters Score -1501164 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -1501169.625000 Penalty: 4656.398438
	Iteration 37Q: 3 clusters Score -1501170 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -1501173.250000 Penalty: 4656.398438
	Iteration 38Q: 3 clusters Score -1501173 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -1501180.625000 Penalty: 4656.398438
	Iteration 39Q: 3 clusters Score -1501181 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -1501183.875000 Penalty: 4656.398438
	Iteration 40F: 3 clusters Score -1501184 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -1501193.000000 Penalty: 4656.398438
	Iteration 41Q: 3 clusters Score -1501193 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -1501191.500000 Penalty: 4656.398438
	Iteration 42Q: 3 clusters Score -1501192 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -1501193.375000 Penalty: 4656.398438
	Iteration 43Q: 3 clusters Score -1501193 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -1501194.750000 Penalty: 4656.398438
	Iteration 44Q: 3 clusters Score -1501195 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -1501200.000000 Penalty: 4656.398438
	Iteration 45Q: 3 clusters Score -1501200 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -1501203.500000 Penalty: 4656.398438
	Iteration 46Q: 3 clusters Score -1501204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -1501203.625000 Penalty: 4656.398438
	Iteration 47Q: 3 clusters Score -1501204 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -1501201.625000 Penalty: 4656.398438
	Iteration 48Q: 3 clusters Score -1501202 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -1501201.125000 Penalty: 4656.398438
	Iteration 49Q: 3 clusters Score -1501201 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -1501201.750000 Penalty: 4656.398438
	Iteration 50Q: 3 clusters Score -1501202 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -1501201.875000 Penalty: 4656.398438
	Iteration 51Q: 3 clusters Score -1501202 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -1501202.375000 Penalty: 4656.398438
	Iteration 52Q: 3 clusters Score -1501202 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -1501205.625000 Penalty: 4656.398438
	Iteration 53Q: 3 clusters Score -1501206 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -1501207.375000 Penalty: 4656.398438
	Iteration 54Q: 3 clusters Score -1501207 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -1501205.625000 Penalty: 4656.398438
	Iteration 55Q: 3 clusters Score -1501206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -1501208.750000 Penalty: 4656.398438
	Iteration 56Q: 3 clusters Score -1501209 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -1501206.875000 Penalty: 4656.398438
	Iteration 57Q: 3 clusters Score -1501207 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -1501210.500000 Penalty: 4656.398438
	Iteration 58Q: 3 clusters Score -1501210 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -1501214.375000 Penalty: 4656.398438
	Iteration 59Q: 3 clusters Score -1501214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -1501215.375000 Penalty: 4656.398438
	Iteration 60F: 3 clusters Score -1501215 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (14561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14561 members 
Entering Unmasked Estep 
Score: -1682884.000000 Penalty: 2377.353271
	Iteration 0F: 2 clusters Score -1682884 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -1672255.375000 Penalty: 4754.706543
	Iteration 0F: 3 clusters Score -1672255 nChanged 6297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -1676062.625000 Penalty: 4754.706543
	Iteration 1F: 3 clusters Score -1676063 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -1676886.375000 Penalty: 4754.706543
	Iteration 2F: 3 clusters Score -1676886 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -1677725.000000 Penalty: 4754.706543
	Iteration 3F: 3 clusters Score -1677725 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -1678514.000000 Penalty: 4754.706543
	Iteration 4F: 3 clusters Score -1678514 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -1679122.750000 Penalty: 4754.706543
	Iteration 5F: 3 clusters Score -1679123 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -1679568.375000 Penalty: 4754.706543
	Iteration 6F: 3 clusters Score -1679568 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
Score: -1679914.500000 Penalty: 4754.706543
	Iteration 7Q: 3 clusters Score -1679914 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 9826 members 
Entering Unmasked Estep 
Score: -1680180.250000 Penalty: 4754.706543
	Iteration 8Q: 3 clusters Score -1680180 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 10140 members 
Entering Unmasked Estep 
Score: -1680391.375000 Penalty: 4754.706543
	Iteration 9Q: 3 clusters Score -1680391 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 10400 members 
Entering Unmasked Estep 
Score: -1680552.375000 Penalty: 4754.706543
	Iteration 10Q: 3 clusters Score -1680552 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 10617 members 
Entering Unmasked Estep 
Score: -1680657.500000 Penalty: 4754.706543
	Iteration 11Q: 3 clusters Score -1680658 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 10806 members 
Entering Unmasked Estep 
Score: -1680731.000000 Penalty: 4754.706543
	Iteration 12Q: 3 clusters Score -1680731 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 10956 members 
Entering Unmasked Estep 
Score: -1680782.125000 Penalty: 4754.706543
	Iteration 13Q: 3 clusters Score -1680782 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 11094 members 
Entering Unmasked Estep 
Score: -1680827.625000 Penalty: 4754.706543
	Iteration 14Q: 3 clusters Score -1680828 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 11206 members 
Entering Unmasked Estep 
Score: -1680877.250000 Penalty: 4754.706543
	Iteration 15Q: 3 clusters Score -1680877 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 11324 members 
Entering Unmasked Estep 
Score: -1680906.125000 Penalty: 4754.706543
	Iteration 16Q: 3 clusters Score -1680906 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 11416 members 
Entering Unmasked Estep 
Score: -1680949.250000 Penalty: 4754.706543
	Iteration 17Q: 3 clusters Score -1680949 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 11540 members 
Entering Unmasked Estep 
Score: -1681004.000000 Penalty: 4754.706543
	Iteration 18Q: 3 clusters Score -1681004 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 11660 members 
Entering Unmasked Estep 
Score: -1681064.250000 Penalty: 4754.706543
	Iteration 19Q: 3 clusters Score -1681064 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 11783 members 
Entering Unmasked Estep 
Score: -1681124.750000 Penalty: 4754.706543
	Iteration 20F: 3 clusters Score -1681125 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 11872 members 
Entering Unmasked Estep 
Score: -1681169.625000 Penalty: 4754.706543
	Iteration 21Q: 3 clusters Score -1681170 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 11947 members 
Entering Unmasked Estep 
Score: -1681201.750000 Penalty: 4754.706543
	Iteration 22Q: 3 clusters Score -1681202 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 12023 members 
Entering Unmasked Estep 
Score: -1681222.125000 Penalty: 4754.706543
	Iteration 23Q: 3 clusters Score -1681222 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 12090 members 
Entering Unmasked Estep 
Score: -1681246.875000 Penalty: 4754.706543
	Iteration 24Q: 3 clusters Score -1681247 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 12156 members 
Entering Unmasked Estep 
Score: -1681269.125000 Penalty: 4754.706543
	Iteration 25Q: 3 clusters Score -1681269 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 12211 members 
Entering Unmasked Estep 
Score: -1681285.500000 Penalty: 4754.706543
	Iteration 26Q: 3 clusters Score -1681286 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 12262 members 
Entering Unmasked Estep 
Score: -1681300.125000 Penalty: 4754.706543
	Iteration 27Q: 3 clusters Score -1681300 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 12305 members 
Entering Unmasked Estep 
Score: -1681318.125000 Penalty: 4754.706543
	Iteration 28Q: 3 clusters Score -1681318 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 12345 members 
Entering Unmasked Estep 
Score: -1681325.750000 Penalty: 4754.706543
	Iteration 29Q: 3 clusters Score -1681326 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 12379 members 
Entering Unmasked Estep 
Score: -1681331.875000 Penalty: 4754.706543
	Iteration 30Q: 3 clusters Score -1681332 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 12410 members 
Entering Unmasked Estep 
Score: -1681339.125000 Penalty: 4754.706543
	Iteration 31Q: 3 clusters Score -1681339 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 12435 members 
Entering Unmasked Estep 
Score: -1681349.000000 Penalty: 4754.706543
	Iteration 32Q: 3 clusters Score -1681349 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 12456 members 
Entering Unmasked Estep 
Score: -1681355.000000 Penalty: 4754.706543
	Iteration 33Q: 3 clusters Score -1681355 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 12467 members 
Entering Unmasked Estep 
Score: -1681355.750000 Penalty: 4754.706543
	Iteration 34Q: 3 clusters Score -1681356 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 12484 members 
Entering Unmasked Estep 
Score: -1681363.500000 Penalty: 4754.706543
	Iteration 35Q: 3 clusters Score -1681364 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 12490 members 
Entering Unmasked Estep 
Score: -1681362.375000 Penalty: 4754.706543
	Iteration 36Q: 3 clusters Score -1681362 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 12494 members 
Entering Unmasked Estep 
Score: -1681362.250000 Penalty: 4754.706543
	Iteration 37Q: 3 clusters Score -1681362 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 12498 members 
Entering Unmasked Estep 
Score: -1681362.875000 Penalty: 4754.706543
	Iteration 38Q: 3 clusters Score -1681363 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 12500 members 
Entering Unmasked Estep 
Score: -1681365.375000 Penalty: 4754.706543
	Iteration 39Q: 3 clusters Score -1681365 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 12502 members 
Entering Unmasked Estep 
Score: -1681366.625000 Penalty: 4754.706543
	Iteration 40F: 3 clusters Score -1681367 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 12504 members 
Entering Unmasked Estep 
Score: -1681366.750000 Penalty: 4754.706543
	Iteration 41Q: 3 clusters Score -1681367 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 12507 members 
Entering Unmasked Estep 
Score: -1681365.000000 Penalty: 4754.706543
	Iteration 42Q: 3 clusters Score -1681365 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 12512 members 
Entering Unmasked Estep 
Score: -1681365.875000 Penalty: 4754.706543
	Iteration 43Q: 3 clusters Score -1681366 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 12519 members 
Entering Unmasked Estep 
Score: -1681367.125000 Penalty: 4754.706543
	Iteration 44Q: 3 clusters Score -1681367 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 12523 members 
Entering Unmasked Estep 
Score: -1681370.875000 Penalty: 4754.706543
	Iteration 45Q: 3 clusters Score -1681371 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 12527 members 
Entering Unmasked Estep 
Score: -1681370.750000 Penalty: 4754.706543
	Iteration 46Q: 3 clusters Score -1681371 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 12533 members 
Entering Unmasked Estep 
Score: -1681372.625000 Penalty: 4754.706543
	Iteration 47Q: 3 clusters Score -1681373 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 12535 members 
Entering Unmasked Estep 
Score: -1681371.625000 Penalty: 4754.706543
	Iteration 48Q: 3 clusters Score -1681372 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 12537 members 
Entering Unmasked Estep 
Score: -1681372.250000 Penalty: 4754.706543
	Iteration 49Q: 3 clusters Score -1681372 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 12537 members 
Entering Unmasked Estep 
Score: -1681372.250000 Penalty: 4754.706543
	Iteration 50F: 3 clusters Score -1681372 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (12157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12157 members 
Entering Unmasked Estep 
Score: -1523760.375000 Penalty: 2332.603760
	Iteration 0F: 2 clusters Score -1523760 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -1514701.250000 Penalty: 4665.207520
	Iteration 0F: 3 clusters Score -1514701 nChanged 5160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -1517683.875000 Penalty: 4665.207520
	Iteration 1F: 3 clusters Score -1517684 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -1518336.750000 Penalty: 4665.207520
	Iteration 2F: 3 clusters Score -1518337 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -1519098.000000 Penalty: 4665.207520
	Iteration 3F: 3 clusters Score -1519098 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -1520053.250000 Penalty: 4665.207520
	Iteration 4F: 3 clusters Score -1520053 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -1521007.000000 Penalty: 4665.207520
	Iteration 5F: 3 clusters Score -1521007 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -1521781.000000 Penalty: 4665.207520
	Iteration 6F: 3 clusters Score -1521781 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -1522359.750000 Penalty: 4665.207520
	Iteration 7F: 3 clusters Score -1522360 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -1522865.125000 Penalty: 4665.207520
	Iteration 8Q: 3 clusters Score -1522865 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -1523274.250000 Penalty: 4665.207520
	Iteration 9Q: 3 clusters Score -1523274 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -1523556.625000 Penalty: 4665.207520
	Iteration 10Q: 3 clusters Score -1523557 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -1523799.250000 Penalty: 4665.207520
	Iteration 11Q: 3 clusters Score -1523799 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -1524040.750000 Penalty: 4665.207520
	Iteration 12Q: 3 clusters Score -1524041 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -1524319.750000 Penalty: 4665.207520
	Iteration 13Q: 3 clusters Score -1524320 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -1524600.875000 Penalty: 4665.207520
	Iteration 14Q: 3 clusters Score -1524601 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -1524886.000000 Penalty: 4665.207520
	Iteration 15Q: 3 clusters Score -1524886 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
Score: -1525022.250000 Penalty: 4665.207520
	Iteration 16Q: 3 clusters Score -1525022 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -1525084.750000 Penalty: 4665.207520
	Iteration 17Q: 3 clusters Score -1525085 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 9384 members 
Entering Unmasked Estep 
Score: -1525101.875000 Penalty: 4665.207520
	Iteration 18Q: 3 clusters Score -1525102 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 9404 members 
Entering Unmasked Estep 
Score: -1525107.000000 Penalty: 4665.207520
	Iteration 19Q: 3 clusters Score -1525107 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -1525117.750000 Penalty: 4665.207520
	Iteration 20F: 3 clusters Score -1525118 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -1525123.875000 Penalty: 4665.207520
	Iteration 21Q: 3 clusters Score -1525124 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 9433 members 
Entering Unmasked Estep 
Score: -1525126.875000 Penalty: 4665.207520
	Iteration 22Q: 3 clusters Score -1525127 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 9436 members 
Entering Unmasked Estep 
Score: -1525126.125000 Penalty: 4665.207520
	Iteration 23Q: 3 clusters Score -1525126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -1525128.125000 Penalty: 4665.207520
	Iteration 24Q: 3 clusters Score -1525128 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -1525125.500000 Penalty: 4665.207520
	Iteration 25Q: 3 clusters Score -1525126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -1525127.375000 Penalty: 4665.207520
	Iteration 26Q: 3 clusters Score -1525127 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
Score: -1525126.250000 Penalty: 4665.207520
	Iteration 27Q: 3 clusters Score -1525126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 9446 members 
Entering Unmasked Estep 
Score: -1525127.875000 Penalty: 4665.207520
	Iteration 28Q: 3 clusters Score -1525128 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 9447 members 
Entering Unmasked Estep 
Score: -1525131.250000 Penalty: 4665.207520
	Iteration 29Q: 3 clusters Score -1525131 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -1525132.250000 Penalty: 4665.207520
	Iteration 30Q: 3 clusters Score -1525132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -1525132.625000 Penalty: 4665.207520
	Iteration 31Q: 3 clusters Score -1525133 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -1525132.750000 Penalty: 4665.207520
	Iteration 32Q: 3 clusters Score -1525133 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -1525132.750000 Penalty: 4665.207520
	Iteration 33F: 3 clusters Score -1525133 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 53224 members 
Mstep: Class 3 contains 8414 members 
Mstep: Class 4 contains 27723 members 
Mstep: Class 5 contains 9982 members 
Mstep: Class 6 contains 6739 members 
Mstep: Class 7 contains 28002 members 
Mstep: Class 8 contains 1540 members 
Mstep: Class 9 contains 8991 members 
Mstep: Class 10 contains 4401 members 
Mstep: Class 11 contains 39550 members 
Mstep: Class 12 contains 24745 members 
Mstep: Class 13 contains 213096 members 
Mstep: Class 14 contains 44586 members 
Mstep: Class 15 contains 12004 members 
Mstep: Class 16 contains 45220 members 
Mstep: Class 17 contains 12214 members 
Mstep: Class 18 contains 5478 members 
Mstep: Class 19 contains 63855 members 
Mstep: Class 20 contains 11943 members 
Mstep: Class 21 contains 14561 members 
Mstep: Class 22 contains 2706 members 
Mstep: Class 23 contains 10349 members 
Mstep: Class 24 contains 18503 members 
Mstep: Class 25 contains 7307 members 
Mstep: Class 26 contains 195379 members 
Mstep: Class 27 contains 5746 members 
Mstep: Class 28 contains 4168 members 
Mstep: Class 29 contains 46374 members 
Mstep: Class 30 contains 8300 members 
Mstep: Class 31 contains 870 members 
Mstep: Class 32 contains 1608 members 
Mstep: Class 33 contains 54455 members 
Mstep: Class 34 contains 2826 members 
Mstep: Class 35 contains 5849 members 
Mstep: Class 36 contains 2389 members 
Mstep: Class 37 contains 174863 members 
Mstep: Class 38 contains 9451 members 
Entering Unmasked Estep 
Score: -147424576.000000 Penalty: 131822.828125
Splitting cluster 22 changes total score from -147374432.000000 to -147424576.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 23 (10349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10349 members 
Entering Unmasked Estep 
Score: -1279824.875000 Penalty: 2292.671875
	Iteration 0F: 2 clusters Score -1279825 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -1271995.625000 Penalty: 4585.343750
	Iteration 0F: 3 clusters Score -1271996 nChanged 4250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -1274201.500000 Penalty: 4585.343750
	Iteration 1F: 3 clusters Score -1274202 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -1274600.250000 Penalty: 4585.343750
	Iteration 2F: 3 clusters Score -1274600 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -1275048.875000 Penalty: 4585.343750
	Iteration 3F: 3 clusters Score -1275049 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -1275583.375000 Penalty: 4585.343750
	Iteration 4F: 3 clusters Score -1275583 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -1276163.125000 Penalty: 4585.343750
	Iteration 5F: 3 clusters Score -1276163 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -1276732.125000 Penalty: 4585.343750
	Iteration 6F: 3 clusters Score -1276732 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -1277203.250000 Penalty: 4585.343750
	Iteration 7F: 3 clusters Score -1277203 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -1277557.375000 Penalty: 4585.343750
	Iteration 8Q: 3 clusters Score -1277557 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -1277803.875000 Penalty: 4585.343750
	Iteration 9Q: 3 clusters Score -1277804 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -1278015.500000 Penalty: 4585.343750
	Iteration 10Q: 3 clusters Score -1278016 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -1278201.500000 Penalty: 4585.343750
	Iteration 11Q: 3 clusters Score -1278202 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -1278379.625000 Penalty: 4585.343750
	Iteration 12Q: 3 clusters Score -1278380 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -1278640.875000 Penalty: 4585.343750
	Iteration 13Q: 3 clusters Score -1278641 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -1278970.375000 Penalty: 4585.343750
	Iteration 14Q: 3 clusters Score -1278970 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -1279314.625000 Penalty: 4585.343750
	Iteration 15Q: 3 clusters Score -1279315 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -1279629.125000 Penalty: 4585.343750
	Iteration 16Q: 3 clusters Score -1279629 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -1279888.625000 Penalty: 4585.343750
	Iteration 17Q: 3 clusters Score -1279889 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -1280147.250000 Penalty: 4585.343750
	Iteration 18Q: 3 clusters Score -1280147 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -1280515.000000 Penalty: 4585.343750
	Iteration 19Q: 3 clusters Score -1280515 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -1280750.375000 Penalty: 4585.343750
	Iteration 20F: 3 clusters Score -1280750 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -1280787.875000 Penalty: 4585.343750
	Iteration 21Q: 3 clusters Score -1280788 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -1280796.000000 Penalty: 4585.343750
	Iteration 22Q: 3 clusters Score -1280796 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -1280799.375000 Penalty: 4585.343750
	Iteration 23Q: 3 clusters Score -1280799 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -1280799.250000 Penalty: 4585.343750
	Iteration 24Q: 3 clusters Score -1280799 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -1280800.750000 Penalty: 4585.343750
	Iteration 25Q: 3 clusters Score -1280801 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -1280800.750000 Penalty: 4585.343750
	Iteration 26F: 3 clusters Score -1280801 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 53224 members 
Mstep: Class 3 contains 8414 members 
Mstep: Class 4 contains 27723 members 
Mstep: Class 5 contains 9982 members 
Mstep: Class 6 contains 6739 members 
Mstep: Class 7 contains 28002 members 
Mstep: Class 8 contains 1540 members 
Mstep: Class 9 contains 8991 members 
Mstep: Class 10 contains 4401 members 
Mstep: Class 11 contains 39550 members 
Mstep: Class 12 contains 24745 members 
Mstep: Class 13 contains 213096 members 
Mstep: Class 14 contains 44586 members 
Mstep: Class 15 contains 12004 members 
Mstep: Class 16 contains 45220 members 
Mstep: Class 17 contains 12214 members 
Mstep: Class 18 contains 5478 members 
Mstep: Class 19 contains 63855 members 
Mstep: Class 20 contains 11943 members 
Mstep: Class 21 contains 14561 members 
Mstep: Class 22 contains 2706 members 
Mstep: Class 23 contains 8130 members 
Mstep: Class 24 contains 18503 members 
Mstep: Class 25 contains 7307 members 
Mstep: Class 26 contains 195379 members 
Mstep: Class 27 contains 5746 members 
Mstep: Class 28 contains 4168 members 
Mstep: Class 29 contains 46374 members 
Mstep: Class 30 contains 8300 members 
Mstep: Class 31 contains 870 members 
Mstep: Class 32 contains 1608 members 
Mstep: Class 33 contains 54455 members 
Mstep: Class 34 contains 2826 members 
Mstep: Class 35 contains 5849 members 
Mstep: Class 36 contains 2389 members 
Mstep: Class 37 contains 174863 members 
Mstep: Class 38 contains 9451 members 
Mstep: Class 39 contains 2219 members 
Entering Unmasked Estep 
Score: -147424416.000000 Penalty: 135291.859375
Splitting cluster 23 changes total score from -147374432.000000 to -147424416.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 24 (18503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18503 members 
Entering Unmasked Estep 
Score: -2110920.750000 Penalty: 2436.770752
	Iteration 0F: 2 clusters Score -2110921 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
Score: -2097943.250000 Penalty: 4873.541504
	Iteration 0F: 3 clusters Score -2097943 nChanged 8097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 9126 members 
Entering Unmasked Estep 
Score: -2102996.250000 Penalty: 4873.541504
	Iteration 1F: 3 clusters Score -2102996 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 9172 members 
Entering Unmasked Estep 
Score: -2103735.000000 Penalty: 4873.541504
	Iteration 2F: 3 clusters Score -2103735 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -2104413.250000 Penalty: 4873.541504
	Iteration 3F: 3 clusters Score -2104413 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -2105069.250000 Penalty: 4873.541504
	Iteration 4F: 3 clusters Score -2105069 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -2105606.250000 Penalty: 4873.541504
	Iteration 5F: 3 clusters Score -2105606 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -2106012.250000 Penalty: 4873.541504
	Iteration 6Q: 3 clusters Score -2106012 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9806 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -2106362.750000 Penalty: 4873.541504
	Iteration 7Q: 3 clusters Score -2106363 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10071 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -2106687.000000 Penalty: 4873.541504
	Iteration 8Q: 3 clusters Score -2106687 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10378 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -2106986.250000 Penalty: 4873.541504
	Iteration 9Q: 3 clusters Score -2106986 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10717 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -2107248.500000 Penalty: 4873.541504
	Iteration 10Q: 3 clusters Score -2107248 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11028 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -2107460.250000 Penalty: 4873.541504
	Iteration 11Q: 3 clusters Score -2107460 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11341 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -2107643.750000 Penalty: 4873.541504
	Iteration 12Q: 3 clusters Score -2107644 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11642 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -2107809.000000 Penalty: 4873.541504
	Iteration 13Q: 3 clusters Score -2107809 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11956 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -2107952.750000 Penalty: 4873.541504
	Iteration 14Q: 3 clusters Score -2107953 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12261 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -2108104.500000 Penalty: 4873.541504
	Iteration 15Q: 3 clusters Score -2108104 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12554 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -2108250.250000 Penalty: 4873.541504
	Iteration 16Q: 3 clusters Score -2108250 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12826 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -2108397.000000 Penalty: 4873.541504
	Iteration 17Q: 3 clusters Score -2108397 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13096 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -2108559.500000 Penalty: 4873.541504
	Iteration 18Q: 3 clusters Score -2108560 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13350 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -2108713.750000 Penalty: 4873.541504
	Iteration 19Q: 3 clusters Score -2108714 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13572 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -2108846.250000 Penalty: 4873.541504
	Iteration 20F: 3 clusters Score -2108846 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13799 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -2108980.000000 Penalty: 4873.541504
	Iteration 21Q: 3 clusters Score -2108980 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13994 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -2109088.250000 Penalty: 4873.541504
	Iteration 22Q: 3 clusters Score -2109088 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14178 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -2109195.000000 Penalty: 4873.541504
	Iteration 23Q: 3 clusters Score -2109195 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14345 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -2109288.250000 Penalty: 4873.541504
	Iteration 24Q: 3 clusters Score -2109288 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14502 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -2109370.750000 Penalty: 4873.541504
	Iteration 25Q: 3 clusters Score -2109371 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14642 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -2109434.000000 Penalty: 4873.541504
	Iteration 26Q: 3 clusters Score -2109434 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14759 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -2109475.750000 Penalty: 4873.541504
	Iteration 27Q: 3 clusters Score -2109476 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14849 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -2109505.000000 Penalty: 4873.541504
	Iteration 28Q: 3 clusters Score -2109505 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14913 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -2109517.250000 Penalty: 4873.541504
	Iteration 29Q: 3 clusters Score -2109517 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14970 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -2109539.750000 Penalty: 4873.541504
	Iteration 30Q: 3 clusters Score -2109540 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15020 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -2109557.000000 Penalty: 4873.541504
	Iteration 31Q: 3 clusters Score -2109557 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15073 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -2109569.250000 Penalty: 4873.541504
	Iteration 32Q: 3 clusters Score -2109569 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15110 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -2109587.750000 Penalty: 4873.541504
	Iteration 33Q: 3 clusters Score -2109588 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15136 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -2109610.750000 Penalty: 4873.541504
	Iteration 34Q: 3 clusters Score -2109611 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15178 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -2109630.750000 Penalty: 4873.541504
	Iteration 35Q: 3 clusters Score -2109631 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15212 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -2109636.500000 Penalty: 4873.541504
	Iteration 36Q: 3 clusters Score -2109636 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15257 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -2109652.500000 Penalty: 4873.541504
	Iteration 37Q: 3 clusters Score -2109652 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15287 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -2109661.750000 Penalty: 4873.541504
	Iteration 38Q: 3 clusters Score -2109662 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15315 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -2109669.750000 Penalty: 4873.541504
	Iteration 39Q: 3 clusters Score -2109670 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15339 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -2109679.750000 Penalty: 4873.541504
	Iteration 40F: 3 clusters Score -2109680 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15366 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -2109683.250000 Penalty: 4873.541504
	Iteration 41Q: 3 clusters Score -2109683 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15387 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -2109689.750000 Penalty: 4873.541504
	Iteration 42Q: 3 clusters Score -2109690 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15404 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -2109692.750000 Penalty: 4873.541504
	Iteration 43Q: 3 clusters Score -2109693 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15421 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -2109686.250000 Penalty: 4873.541504
	Iteration 44Q: 3 clusters Score -2109686 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15434 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -2109693.750000 Penalty: 4873.541504
	Iteration 45Q: 3 clusters Score -2109694 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15446 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -2109696.250000 Penalty: 4873.541504
	Iteration 46Q: 3 clusters Score -2109696 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15457 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -2109696.250000 Penalty: 4873.541504
	Iteration 47Q: 3 clusters Score -2109696 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15468 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -2109697.500000 Penalty: 4873.541504
	Iteration 48Q: 3 clusters Score -2109698 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15475 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -2109695.500000 Penalty: 4873.541504
	Iteration 49Q: 3 clusters Score -2109696 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15478 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -2109695.500000 Penalty: 4873.541504
	Iteration 50Q: 3 clusters Score -2109696 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15482 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -2109694.750000 Penalty: 4873.541504
	Iteration 51Q: 3 clusters Score -2109695 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15485 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -2109692.250000 Penalty: 4873.541504
	Iteration 52Q: 3 clusters Score -2109692 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15486 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -2109689.500000 Penalty: 4873.541504
	Iteration 53Q: 3 clusters Score -2109690 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15488 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -2109692.500000 Penalty: 4873.541504
	Iteration 54Q: 3 clusters Score -2109692 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15490 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -2109692.750000 Penalty: 4873.541504
	Iteration 55Q: 3 clusters Score -2109693 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15490 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -2109692.750000 Penalty: 4873.541504
	Iteration 56F: 3 clusters Score -2109693 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (7307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Entering Unmasked Estep 
Score: -909018.000000 Penalty: 2206.354004
	Iteration 0F: 2 clusters Score -909018 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -903001.937500 Penalty: 4412.708008
	Iteration 0F: 3 clusters Score -903001.9 nChanged 2905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -904659.625000 Penalty: 4412.708008
	Iteration 1F: 3 clusters Score -904659.6 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -905131.000000 Penalty: 4412.708008
	Iteration 2F: 3 clusters Score -905131 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -905597.562500 Penalty: 4412.708008
	Iteration 3F: 3 clusters Score -905597.6 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -906071.312500 Penalty: 4412.708008
	Iteration 4F: 3 clusters Score -906071.3 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -906582.937500 Penalty: 4412.708008
	Iteration 5F: 3 clusters Score -906582.9 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -907318.250000 Penalty: 4412.708008
	Iteration 6F: 3 clusters Score -907318.2 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -908357.562500 Penalty: 4412.708008
	Iteration 7F: 3 clusters Score -908357.6 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -908935.312500 Penalty: 4412.708008
	Iteration 8F: 3 clusters Score -908935.3 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -909190.625000 Penalty: 4412.708008
	Iteration 9Q: 3 clusters Score -909190.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -909390.312500 Penalty: 4412.708008
	Iteration 10Q: 3 clusters Score -909390.3 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -909620.375000 Penalty: 4412.708008
	Iteration 11Q: 3 clusters Score -909620.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -909901.000000 Penalty: 4412.708008
	Iteration 12Q: 3 clusters Score -909901 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -910095.000000 Penalty: 4412.708008
	Iteration 13Q: 3 clusters Score -910095 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -910160.125000 Penalty: 4412.708008
	Iteration 14Q: 3 clusters Score -910160.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -910186.250000 Penalty: 4412.708008
	Iteration 15Q: 3 clusters Score -910186.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -910194.875000 Penalty: 4412.708008
	Iteration 16Q: 3 clusters Score -910194.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -910200.625000 Penalty: 4412.708008
	Iteration 17Q: 3 clusters Score -910200.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -910203.875000 Penalty: 4412.708008
	Iteration 18Q: 3 clusters Score -910203.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -910207.625000 Penalty: 4412.708008
	Iteration 19Q: 3 clusters Score -910207.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -910211.625000 Penalty: 4412.708008
	Iteration 20F: 3 clusters Score -910211.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -910214.062500 Penalty: 4412.708008
	Iteration 21Q: 3 clusters Score -910214.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -910218.250000 Penalty: 4412.708008
	Iteration 22Q: 3 clusters Score -910218.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -910222.625000 Penalty: 4412.708008
	Iteration 23Q: 3 clusters Score -910222.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -910224.812500 Penalty: 4412.708008
	Iteration 24Q: 3 clusters Score -910224.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -910230.500000 Penalty: 4412.708008
	Iteration 25Q: 3 clusters Score -910230.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -910232.687500 Penalty: 4412.708008
	Iteration 26Q: 3 clusters Score -910232.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -910236.125000 Penalty: 4412.708008
	Iteration 27Q: 3 clusters Score -910236.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -910237.875000 Penalty: 4412.708008
	Iteration 28Q: 3 clusters Score -910237.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -910240.062500 Penalty: 4412.708008
	Iteration 29Q: 3 clusters Score -910240.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -910246.062500 Penalty: 4412.708008
	Iteration 30Q: 3 clusters Score -910246.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -910247.375000 Penalty: 4412.708008
	Iteration 31Q: 3 clusters Score -910247.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -910250.562500 Penalty: 4412.708008
	Iteration 32Q: 3 clusters Score -910250.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -910251.750000 Penalty: 4412.708008
	Iteration 33Q: 3 clusters Score -910251.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -910251.625000 Penalty: 4412.708008
	Iteration 34Q: 3 clusters Score -910251.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -910252.875000 Penalty: 4412.708008
	Iteration 35Q: 3 clusters Score -910252.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -910254.062500 Penalty: 4412.708008
	Iteration 36Q: 3 clusters Score -910254.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -910255.062500 Penalty: 4412.708008
	Iteration 37Q: 3 clusters Score -910255.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -910254.250000 Penalty: 4412.708008
	Iteration 38Q: 3 clusters Score -910254.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -910254.250000 Penalty: 4412.708008
	Iteration 39F: 3 clusters Score -910254.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 53224 members 
Mstep: Class 3 contains 8414 members 
Mstep: Class 4 contains 27723 members 
Mstep: Class 5 contains 9982 members 
Mstep: Class 6 contains 6739 members 
Mstep: Class 7 contains 28002 members 
Mstep: Class 8 contains 1540 members 
Mstep: Class 9 contains 8991 members 
Mstep: Class 10 contains 4401 members 
Mstep: Class 11 contains 39550 members 
Mstep: Class 12 contains 24745 members 
Mstep: Class 13 contains 213096 members 
Mstep: Class 14 contains 44586 members 
Mstep: Class 15 contains 12004 members 
Mstep: Class 16 contains 45220 members 
Mstep: Class 17 contains 12214 members 
Mstep: Class 18 contains 5478 members 
Mstep: Class 19 contains 63855 members 
Mstep: Class 20 contains 11943 members 
Mstep: Class 21 contains 14561 members 
Mstep: Class 22 contains 2706 members 
Mstep: Class 23 contains 8130 members 
Mstep: Class 24 contains 18503 members 
Mstep: Class 25 contains 1456 members 
Mstep: Class 26 contains 195379 members 
Mstep: Class 27 contains 5746 members 
Mstep: Class 28 contains 4168 members 
Mstep: Class 29 contains 46374 members 
Mstep: Class 30 contains 8300 members 
Mstep: Class 31 contains 870 members 
Mstep: Class 32 contains 1608 members 
Mstep: Class 33 contains 54455 members 
Mstep: Class 34 contains 2826 members 
Mstep: Class 35 contains 5849 members 
Mstep: Class 36 contains 2389 members 
Mstep: Class 37 contains 174863 members 
Mstep: Class 38 contains 9451 members 
Mstep: Class 39 contains 2219 members 
Mstep: Class 40 contains 5851 members 
Entering Unmasked Estep 
Score: -147424528.000000 Penalty: 138760.875000
Splitting cluster 25 changes total score from -147374432.000000 to -147424528.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 26 (195379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195379 members 
Entering Unmasked Estep 
Score: -25138838.000000 Penalty: 3021.308594
	Iteration 0F: 2 clusters Score -2.513884e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97964 members 
Mstep: Class 2 contains 97415 members 
Entering Unmasked Estep 
Score: -25012718.000000 Penalty: 6042.617188
	Iteration 0F: 3 clusters Score -2.501272e+07 nChanged 93654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105400 members 
Mstep: Class 2 contains 89979 members 
Entering Unmasked Estep 
Score: -25067552.000000 Penalty: 6042.617188
	Iteration 1F: 3 clusters Score -2.506755e+07 nChanged 6144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109658 members 
Mstep: Class 2 contains 85721 members 
Entering Unmasked Estep 
Score: -25069050.000000 Penalty: 6042.617188
	Iteration 2Q: 3 clusters Score -2.506905e+07 nChanged 7851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116285 members 
Mstep: Class 2 contains 79094 members 
Entering Unmasked Estep 
Score: -25071864.000000 Penalty: 6042.617188
	Iteration 3Q: 3 clusters Score -2.507186e+07 nChanged 10610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126267 members 
Mstep: Class 2 contains 69112 members 
Entering Unmasked Estep 
Score: -25077196.000000 Penalty: 6042.617188
	Iteration 4F: 3 clusters Score -2.50772e+07 nChanged 14014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139985 members 
Mstep: Class 2 contains 55394 members 
Entering Unmasked Estep 
Score: -25086456.000000 Penalty: 6042.617188
	Iteration 5F: 3 clusters Score -2.508646e+07 nChanged 17191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157088 members 
Mstep: Class 2 contains 38291 members 
Entering Unmasked Estep 
Score: -25101464.000000 Penalty: 6042.617188
	Iteration 6F: 3 clusters Score -2.510146e+07 nChanged 17236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174292 members 
Mstep: Class 2 contains 21087 members 
Entering Unmasked Estep 
Score: -25119200.000000 Penalty: 6042.617188
	Iteration 7F: 3 clusters Score -2.51192e+07 nChanged 12374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186656 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -25130638.000000 Penalty: 6042.617188
	Iteration 8F: 3 clusters Score -2.513064e+07 nChanged 6030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192684 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -25134644.000000 Penalty: 6042.617188
	Iteration 9Q: 3 clusters Score -2.513464e+07 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194559 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -25135710.000000 Penalty: 6042.617188
	Iteration 10Q: 3 clusters Score -2.513571e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195010 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -25136036.000000 Penalty: 6042.617188
	Iteration 11Q: 3 clusters Score -2.513604e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195099 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -25136132.000000 Penalty: 6042.617188
	Iteration 12Q: 3 clusters Score -2.513613e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195135 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -25136150.000000 Penalty: 6042.617188
	Iteration 13Q: 3 clusters Score -2.513615e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195154 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -25136220.000000 Penalty: 6042.617188
	Iteration 14Q: 3 clusters Score -2.513622e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195167 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -25136230.000000 Penalty: 6042.617188
	Iteration 15Q: 3 clusters Score -2.513623e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195174 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -25136244.000000 Penalty: 6042.617188
	Iteration 16Q: 3 clusters Score -2.513624e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195177 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -25136242.000000 Penalty: 6042.617188
	Iteration 17Q: 3 clusters Score -2.513624e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195173 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -25136232.000000 Penalty: 6042.617188
	Iteration 18Q: 3 clusters Score -2.513623e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195172 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -25136242.000000 Penalty: 6042.617188
	Iteration 19Q: 3 clusters Score -2.513624e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195172 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -25136242.000000 Penalty: 6042.617188
	Iteration 20F: 3 clusters Score -2.513624e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (5746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Entering Unmasked Estep 
Score: -728387.875000 Penalty: 2146.752441
	Iteration 0F: 2 clusters Score -728387.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -723352.125000 Penalty: 4293.504883
	Iteration 0F: 3 clusters Score -723352.1 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -724772.375000 Penalty: 4293.504883
	Iteration 1F: 3 clusters Score -724772.4 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -725217.437500 Penalty: 4293.504883
	Iteration 2F: 3 clusters Score -725217.4 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -725628.562500 Penalty: 4293.504883
	Iteration 3F: 3 clusters Score -725628.6 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -725961.062500 Penalty: 4293.504883
	Iteration 4F: 3 clusters Score -725961.1 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -726232.812500 Penalty: 4293.504883
	Iteration 5F: 3 clusters Score -726232.8 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -726477.250000 Penalty: 4293.504883
	Iteration 6Q: 3 clusters Score -726477.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -726661.937500 Penalty: 4293.504883
	Iteration 7Q: 3 clusters Score -726661.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -726797.687500 Penalty: 4293.504883
	Iteration 8Q: 3 clusters Score -726797.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -726876.500000 Penalty: 4293.504883
	Iteration 9Q: 3 clusters Score -726876.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -726942.750000 Penalty: 4293.504883
	Iteration 10Q: 3 clusters Score -726942.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -727004.312500 Penalty: 4293.504883
	Iteration 11Q: 3 clusters Score -727004.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -727044.500000 Penalty: 4293.504883
	Iteration 12Q: 3 clusters Score -727044.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -727072.625000 Penalty: 4293.504883
	Iteration 13Q: 3 clusters Score -727072.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -727101.937500 Penalty: 4293.504883
	Iteration 14Q: 3 clusters Score -727101.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -727133.250000 Penalty: 4293.504883
	Iteration 15Q: 3 clusters Score -727133.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -727148.250000 Penalty: 4293.504883
	Iteration 16Q: 3 clusters Score -727148.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -727169.187500 Penalty: 4293.504883
	Iteration 17Q: 3 clusters Score -727169.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -727182.375000 Penalty: 4293.504883
	Iteration 18Q: 3 clusters Score -727182.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -727189.062500 Penalty: 4293.504883
	Iteration 19Q: 3 clusters Score -727189.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -727192.812500 Penalty: 4293.504883
	Iteration 20F: 3 clusters Score -727192.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -727200.062500 Penalty: 4293.504883
	Iteration 21Q: 3 clusters Score -727200.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -727209.437500 Penalty: 4293.504883
	Iteration 22Q: 3 clusters Score -727209.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -727215.125000 Penalty: 4293.504883
	Iteration 23Q: 3 clusters Score -727215.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -727226.125000 Penalty: 4293.504883
	Iteration 24Q: 3 clusters Score -727226.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -727237.375000 Penalty: 4293.504883
	Iteration 25Q: 3 clusters Score -727237.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -727247.750000 Penalty: 4293.504883
	Iteration 26Q: 3 clusters Score -727247.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -727257.625000 Penalty: 4293.504883
	Iteration 27Q: 3 clusters Score -727257.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -727266.437500 Penalty: 4293.504883
	Iteration 28Q: 3 clusters Score -727266.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -727281.750000 Penalty: 4293.504883
	Iteration 29Q: 3 clusters Score -727281.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -727296.312500 Penalty: 4293.504883
	Iteration 30Q: 3 clusters Score -727296.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -727305.625000 Penalty: 4293.504883
	Iteration 31Q: 3 clusters Score -727305.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -727318.625000 Penalty: 4293.504883
	Iteration 32Q: 3 clusters Score -727318.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -727333.187500 Penalty: 4293.504883
	Iteration 33Q: 3 clusters Score -727333.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -727352.750000 Penalty: 4293.504883
	Iteration 34Q: 3 clusters Score -727352.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -727365.625000 Penalty: 4293.504883
	Iteration 35Q: 3 clusters Score -727365.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -727372.187500 Penalty: 4293.504883
	Iteration 36Q: 3 clusters Score -727372.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -727382.250000 Penalty: 4293.504883
	Iteration 37Q: 3 clusters Score -727382.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -727390.375000 Penalty: 4293.504883
	Iteration 38Q: 3 clusters Score -727390.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -727403.125000 Penalty: 4293.504883
	Iteration 39Q: 3 clusters Score -727403.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -727410.437500 Penalty: 4293.504883
	Iteration 40F: 3 clusters Score -727410.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -727422.562500 Penalty: 4293.504883
	Iteration 41Q: 3 clusters Score -727422.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -727439.375000 Penalty: 4293.504883
	Iteration 42Q: 3 clusters Score -727439.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -727463.937500 Penalty: 4293.504883
	Iteration 43Q: 3 clusters Score -727463.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -727491.937500 Penalty: 4293.504883
	Iteration 44Q: 3 clusters Score -727491.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -727512.062500 Penalty: 4293.504883
	Iteration 45Q: 3 clusters Score -727512.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -727522.687500 Penalty: 4293.504883
	Iteration 46Q: 3 clusters Score -727522.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -727531.062500 Penalty: 4293.504883
	Iteration 47Q: 3 clusters Score -727531.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -727541.625000 Penalty: 4293.504883
	Iteration 48Q: 3 clusters Score -727541.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -727551.000000 Penalty: 4293.504883
	Iteration 49Q: 3 clusters Score -727551 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -727564.687500 Penalty: 4293.504883
	Iteration 50Q: 3 clusters Score -727564.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -727577.125000 Penalty: 4293.504883
	Iteration 51Q: 3 clusters Score -727577.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -727587.250000 Penalty: 4293.504883
	Iteration 52Q: 3 clusters Score -727587.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -727593.687500 Penalty: 4293.504883
	Iteration 53Q: 3 clusters Score -727593.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -727595.687500 Penalty: 4293.504883
	Iteration 54Q: 3 clusters Score -727595.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -727595.312500 Penalty: 4293.504883
	Iteration 55Q: 3 clusters Score -727595.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -727595.312500 Penalty: 4293.504883
	Iteration 56F: 3 clusters Score -727595.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (4168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Entering Unmasked Estep 
Score: -747900.875000 Penalty: 2067.127441
	Iteration 0F: 2 clusters Score -747900.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -743964.062500 Penalty: 4134.254883
	Iteration 0F: 3 clusters Score -743964.1 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -744995.875000 Penalty: 4134.254883
	Iteration 1F: 3 clusters Score -744995.9 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -745424.750000 Penalty: 4134.254883
	Iteration 2F: 3 clusters Score -745424.8 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -745848.125000 Penalty: 4134.254883
	Iteration 3F: 3 clusters Score -745848.1 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -746251.937500 Penalty: 4134.254883
	Iteration 4F: 3 clusters Score -746251.9 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -746560.375000 Penalty: 4134.254883
	Iteration 5F: 3 clusters Score -746560.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -746784.250000 Penalty: 4134.254883
	Iteration 6F: 3 clusters Score -746784.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -746992.437500 Penalty: 4134.254883
	Iteration 7Q: 3 clusters Score -746992.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -747129.437500 Penalty: 4134.254883
	Iteration 8Q: 3 clusters Score -747129.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -747241.812500 Penalty: 4134.254883
	Iteration 9Q: 3 clusters Score -747241.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -747329.312500 Penalty: 4134.254883
	Iteration 10Q: 3 clusters Score -747329.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -747387.250000 Penalty: 4134.254883
	Iteration 11Q: 3 clusters Score -747387.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -747419.187500 Penalty: 4134.254883
	Iteration 12Q: 3 clusters Score -747419.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -747437.000000 Penalty: 4134.254883
	Iteration 13Q: 3 clusters Score -747437 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -747448.812500 Penalty: 4134.254883
	Iteration 14Q: 3 clusters Score -747448.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -747459.625000 Penalty: 4134.254883
	Iteration 15Q: 3 clusters Score -747459.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -747462.562500 Penalty: 4134.254883
	Iteration 16Q: 3 clusters Score -747462.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -747476.437500 Penalty: 4134.254883
	Iteration 17F: 3 clusters Score -747476.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -747484.500000 Penalty: 4134.254883
	Iteration 18Q: 3 clusters Score -747484.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -747500.500000 Penalty: 4134.254883
	Iteration 19Q: 3 clusters Score -747500.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -747511.875000 Penalty: 4134.254883
	Iteration 20F: 3 clusters Score -747511.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -747521.562500 Penalty: 4134.254883
	Iteration 21Q: 3 clusters Score -747521.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -747536.375000 Penalty: 4134.254883
	Iteration 22Q: 3 clusters Score -747536.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -747545.250000 Penalty: 4134.254883
	Iteration 23Q: 3 clusters Score -747545.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -747551.125000 Penalty: 4134.254883
	Iteration 24Q: 3 clusters Score -747551.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -747554.500000 Penalty: 4134.254883
	Iteration 25Q: 3 clusters Score -747554.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -747555.937500 Penalty: 4134.254883
	Iteration 26Q: 3 clusters Score -747555.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -747556.125000 Penalty: 4134.254883
	Iteration 27Q: 3 clusters Score -747556.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -747556.937500 Penalty: 4134.254883
	Iteration 28Q: 3 clusters Score -747556.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -747556.937500 Penalty: 4134.254883
	Iteration 29F: 3 clusters Score -747556.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (46374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46374 members 
Entering Unmasked Estep 
Score: -6002664.500000 Penalty: 2664.634521
	Iteration 0F: 2 clusters Score -6002664 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23244 members 
Mstep: Class 2 contains 23130 members 
Entering Unmasked Estep 
Score: -5971306.500000 Penalty: 5329.269043
	Iteration 0F: 3 clusters Score -5971306 nChanged 21362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24046 members 
Mstep: Class 2 contains 22328 members 
Entering Unmasked Estep 
Score: -5983468.000000 Penalty: 5329.269043
	Iteration 1F: 3 clusters Score -5983468 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24578 members 
Mstep: Class 2 contains 21796 members 
Entering Unmasked Estep 
Score: -5984363.000000 Penalty: 5329.269043
	Iteration 2Q: 3 clusters Score -5984363 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25495 members 
Mstep: Class 2 contains 20879 members 
Entering Unmasked Estep 
Score: -5985674.000000 Penalty: 5329.269043
	Iteration 3F: 3 clusters Score -5985674 nChanged 2942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26931 members 
Mstep: Class 2 contains 19443 members 
Entering Unmasked Estep 
Score: -5987630.000000 Penalty: 5329.269043
	Iteration 4F: 3 clusters Score -5987630 nChanged 3409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28880 members 
Mstep: Class 2 contains 17494 members 
Entering Unmasked Estep 
Score: -5990136.500000 Penalty: 5329.269043
	Iteration 5F: 3 clusters Score -5990136 nChanged 3488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31036 members 
Mstep: Class 2 contains 15338 members 
Entering Unmasked Estep 
Score: -5992713.000000 Penalty: 5329.269043
	Iteration 6F: 3 clusters Score -5992713 nChanged 3044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32964 members 
Mstep: Class 2 contains 13410 members 
Entering Unmasked Estep 
Score: -5994963.000000 Penalty: 5329.269043
	Iteration 7F: 3 clusters Score -5994963 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34510 members 
Mstep: Class 2 contains 11864 members 
Entering Unmasked Estep 
Score: -5996775.500000 Penalty: 5329.269043
	Iteration 8F: 3 clusters Score -5996776 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35706 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -5998394.000000 Penalty: 5329.269043
	Iteration 9Q: 3 clusters Score -5998394 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36608 members 
Mstep: Class 2 contains 9766 members 
Entering Unmasked Estep 
Score: -5999492.000000 Penalty: 5329.269043
	Iteration 10Q: 3 clusters Score -5999492 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37298 members 
Mstep: Class 2 contains 9076 members 
Entering Unmasked Estep 
Score: -6000020.500000 Penalty: 5329.269043
	Iteration 11Q: 3 clusters Score -6000020 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37919 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -6000441.000000 Penalty: 5329.269043
	Iteration 12Q: 3 clusters Score -6000441 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38501 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -6000687.500000 Penalty: 5329.269043
	Iteration 13Q: 3 clusters Score -6000688 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39011 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -6000903.500000 Penalty: 5329.269043
	Iteration 14Q: 3 clusters Score -6000904 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39492 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -6001141.500000 Penalty: 5329.269043
	Iteration 15Q: 3 clusters Score -6001142 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39931 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -6001388.000000 Penalty: 5329.269043
	Iteration 16Q: 3 clusters Score -6001388 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40363 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -6001610.500000 Penalty: 5329.269043
	Iteration 17Q: 3 clusters Score -6001610 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40786 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -6001846.500000 Penalty: 5329.269043
	Iteration 18Q: 3 clusters Score -6001846 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41163 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -6002008.000000 Penalty: 5329.269043
	Iteration 19Q: 3 clusters Score -6002008 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41499 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -6002165.500000 Penalty: 5329.269043
	Iteration 20F: 3 clusters Score -6002166 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41808 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -6002323.000000 Penalty: 5329.269043
	Iteration 21Q: 3 clusters Score -6002323 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42072 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -6002405.000000 Penalty: 5329.269043
	Iteration 22Q: 3 clusters Score -6002405 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42283 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -6002479.500000 Penalty: 5329.269043
	Iteration 23Q: 3 clusters Score -6002480 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42493 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -6002583.500000 Penalty: 5329.269043
	Iteration 24Q: 3 clusters Score -6002584 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42693 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -6002664.000000 Penalty: 5329.269043
	Iteration 25Q: 3 clusters Score -6002664 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42876 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -6002769.000000 Penalty: 5329.269043
	Iteration 26Q: 3 clusters Score -6002769 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43040 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -6002820.500000 Penalty: 5329.269043
	Iteration 27Q: 3 clusters Score -6002820 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43171 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -6002897.500000 Penalty: 5329.269043
	Iteration 28Q: 3 clusters Score -6002898 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43295 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -6002966.500000 Penalty: 5329.269043
	Iteration 29Q: 3 clusters Score -6002966 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43428 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -6003032.000000 Penalty: 5329.269043
	Iteration 30Q: 3 clusters Score -6003032 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43544 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -6003083.500000 Penalty: 5329.269043
	Iteration 31Q: 3 clusters Score -6003084 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43639 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -6003138.500000 Penalty: 5329.269043
	Iteration 32Q: 3 clusters Score -6003138 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43737 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -6003190.500000 Penalty: 5329.269043
	Iteration 33Q: 3 clusters Score -6003190 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43834 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -6003254.500000 Penalty: 5329.269043
	Iteration 34Q: 3 clusters Score -6003254 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43924 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -6003316.000000 Penalty: 5329.269043
	Iteration 35Q: 3 clusters Score -6003316 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44009 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -6003374.500000 Penalty: 5329.269043
	Iteration 36Q: 3 clusters Score -6003374 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44078 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -6003414.000000 Penalty: 5329.269043
	Iteration 37Q: 3 clusters Score -6003414 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44128 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -6003450.500000 Penalty: 5329.269043
	Iteration 38Q: 3 clusters Score -6003450 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44182 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -6003470.000000 Penalty: 5329.269043
	Iteration 39Q: 3 clusters Score -6003470 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44235 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -6003496.000000 Penalty: 5329.269043
	Iteration 40F: 3 clusters Score -6003496 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44274 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -6003518.000000 Penalty: 5329.269043
	Iteration 41Q: 3 clusters Score -6003518 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44309 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -6003533.500000 Penalty: 5329.269043
	Iteration 42Q: 3 clusters Score -6003534 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44334 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -6003540.000000 Penalty: 5329.269043
	Iteration 43Q: 3 clusters Score -6003540 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44352 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -6003545.000000 Penalty: 5329.269043
	Iteration 44Q: 3 clusters Score -6003545 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44358 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -6003543.500000 Penalty: 5329.269043
	Iteration 45Q: 3 clusters Score -6003544 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44363 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -6003544.000000 Penalty: 5329.269043
	Iteration 46Q: 3 clusters Score -6003544 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44369 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -6003548.000000 Penalty: 5329.269043
	Iteration 47Q: 3 clusters Score -6003548 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44376 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -6003557.000000 Penalty: 5329.269043
	Iteration 48Q: 3 clusters Score -6003557 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44381 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -6003552.500000 Penalty: 5329.269043
	Iteration 49Q: 3 clusters Score -6003552 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44387 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -6003558.000000 Penalty: 5329.269043
	Iteration 50Q: 3 clusters Score -6003558 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44395 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -6003559.000000 Penalty: 5329.269043
	Iteration 51Q: 3 clusters Score -6003559 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44405 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -6003560.000000 Penalty: 5329.269043
	Iteration 52Q: 3 clusters Score -6003560 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44412 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -6003557.000000 Penalty: 5329.269043
	Iteration 53Q: 3 clusters Score -6003557 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44420 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -6003563.500000 Penalty: 5329.269043
	Iteration 54Q: 3 clusters Score -6003564 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44429 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -6003553.000000 Penalty: 5329.269043
	Iteration 55Q: 3 clusters Score -6003553 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44436 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -6003563.000000 Penalty: 5329.269043
	Iteration 56Q: 3 clusters Score -6003563 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44444 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -6003570.000000 Penalty: 5329.269043
	Iteration 57Q: 3 clusters Score -6003570 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44448 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -6003570.500000 Penalty: 5329.269043
	Iteration 58Q: 3 clusters Score -6003570 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44449 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -6003559.000000 Penalty: 5329.269043
	Iteration 59Q: 3 clusters Score -6003559 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44455 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -6003557.000000 Penalty: 5329.269043
	Iteration 60F: 3 clusters Score -6003557 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44461 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -6003555.500000 Penalty: 5329.269043
	Iteration 61Q: 3 clusters Score -6003556 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44469 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -6003560.500000 Penalty: 5329.269043
	Iteration 62Q: 3 clusters Score -6003560 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44477 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -6003558.500000 Penalty: 5329.269043
	Iteration 63Q: 3 clusters Score -6003558 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44488 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -6003556.500000 Penalty: 5329.269043
	Iteration 64Q: 3 clusters Score -6003556 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44497 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -6003555.000000 Penalty: 5329.269043
	Iteration 65Q: 3 clusters Score -6003555 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44505 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -6003557.000000 Penalty: 5329.269043
	Iteration 66Q: 3 clusters Score -6003557 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44510 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -6003560.000000 Penalty: 5329.269043
	Iteration 67Q: 3 clusters Score -6003560 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44514 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -6003563.500000 Penalty: 5329.269043
	Iteration 68Q: 3 clusters Score -6003564 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44516 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -6003563.000000 Penalty: 5329.269043
	Iteration 69Q: 3 clusters Score -6003563 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44516 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -6003563.000000 Penalty: 5329.269043
	Iteration 70F: 3 clusters Score -6003563 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 53224 members 
Mstep: Class 3 contains 8414 members 
Mstep: Class 4 contains 27723 members 
Mstep: Class 5 contains 9982 members 
Mstep: Class 6 contains 6739 members 
Mstep: Class 7 contains 28002 members 
Mstep: Class 8 contains 1540 members 
Mstep: Class 9 contains 8991 members 
Mstep: Class 10 contains 4401 members 
Mstep: Class 11 contains 39550 members 
Mstep: Class 12 contains 24745 members 
Mstep: Class 13 contains 213096 members 
Mstep: Class 14 contains 44586 members 
Mstep: Class 15 contains 12004 members 
Mstep: Class 16 contains 45220 members 
Mstep: Class 17 contains 12214 members 
Mstep: Class 18 contains 5478 members 
Mstep: Class 19 contains 63855 members 
Mstep: Class 20 contains 11943 members 
Mstep: Class 21 contains 14561 members 
Mstep: Class 22 contains 2706 members 
Mstep: Class 23 contains 8130 members 
Mstep: Class 24 contains 18503 members 
Mstep: Class 25 contains 1456 members 
Mstep: Class 26 contains 195379 members 
Mstep: Class 27 contains 5746 members 
Mstep: Class 28 contains 4168 members 
Mstep: Class 29 contains 44516 members 
Mstep: Class 30 contains 8300 members 
Mstep: Class 31 contains 870 members 
Mstep: Class 32 contains 1608 members 
Mstep: Class 33 contains 54455 members 
Mstep: Class 34 contains 2826 members 
Mstep: Class 35 contains 5849 members 
Mstep: Class 36 contains 2389 members 
Mstep: Class 37 contains 174863 members 
Mstep: Class 38 contains 9451 members 
Mstep: Class 39 contains 2219 members 
Mstep: Class 40 contains 5851 members 
Mstep: Class 41 contains 1858 members 
Entering Unmasked Estep 
Score: -147424496.000000 Penalty: 142229.890625
Splitting cluster 29 changes total score from -147374432.000000 to -147424496.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 30 (8300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Entering Unmasked Estep 
Score: -1008371.312500 Penalty: 2237.954590
	Iteration 0F: 2 clusters Score -1008371 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -1001696.750000 Penalty: 4475.909180
	Iteration 0F: 3 clusters Score -1001697 nChanged 3428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -1003540.750000 Penalty: 4475.909180
	Iteration 1F: 3 clusters Score -1003541 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -1003922.250000 Penalty: 4475.909180
	Iteration 2F: 3 clusters Score -1003922 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -1004376.250000 Penalty: 4475.909180
	Iteration 3F: 3 clusters Score -1004376 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -1004978.562500 Penalty: 4475.909180
	Iteration 4F: 3 clusters Score -1004979 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -1005755.875000 Penalty: 4475.909180
	Iteration 5F: 3 clusters Score -1005756 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -1006778.812500 Penalty: 4475.909180
	Iteration 6F: 3 clusters Score -1006779 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -1008376.937500 Penalty: 4475.909180
	Iteration 7F: 3 clusters Score -1008377 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -1010111.125000 Penalty: 4475.909180
	Iteration 8F: 3 clusters Score -1010111 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -1010842.625000 Penalty: 4475.909180
	Iteration 9F: 3 clusters Score -1010843 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -1011074.000000 Penalty: 4475.909180
	Iteration 10Q: 3 clusters Score -1011074 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -1011135.375000 Penalty: 4475.909180
	Iteration 11Q: 3 clusters Score -1011135 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -1011157.000000 Penalty: 4475.909180
	Iteration 12Q: 3 clusters Score -1011157 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -1011159.625000 Penalty: 4475.909180
	Iteration 13Q: 3 clusters Score -1011160 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -1011158.187500 Penalty: 4475.909180
	Iteration 14Q: 3 clusters Score -1011158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -1011159.187500 Penalty: 4475.909180
	Iteration 15Q: 3 clusters Score -1011159 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -1011159.937500 Penalty: 4475.909180
	Iteration 16Q: 3 clusters Score -1011160 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -1011159.937500 Penalty: 4475.909180
	Iteration 17F: 3 clusters Score -1011160 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 53224 members 
Mstep: Class 3 contains 8414 members 
Mstep: Class 4 contains 27723 members 
Mstep: Class 5 contains 9982 members 
Mstep: Class 6 contains 6739 members 
Mstep: Class 7 contains 28002 members 
Mstep: Class 8 contains 1540 members 
Mstep: Class 9 contains 8991 members 
Mstep: Class 10 contains 4401 members 
Mstep: Class 11 contains 39550 members 
Mstep: Class 12 contains 24745 members 
Mstep: Class 13 contains 213096 members 
Mstep: Class 14 contains 44586 members 
Mstep: Class 15 contains 12004 members 
Mstep: Class 16 contains 45220 members 
Mstep: Class 17 contains 12214 members 
Mstep: Class 18 contains 5478 members 
Mstep: Class 19 contains 63855 members 
Mstep: Class 20 contains 11943 members 
Mstep: Class 21 contains 14561 members 
Mstep: Class 22 contains 2706 members 
Mstep: Class 23 contains 8130 members 
Mstep: Class 24 contains 18503 members 
Mstep: Class 25 contains 1456 members 
Mstep: Class 26 contains 195379 members 
Mstep: Class 27 contains 5746 members 
Mstep: Class 28 contains 4168 members 
Mstep: Class 29 contains 44516 members 
Mstep: Class 30 contains 4063 members 
Mstep: Class 31 contains 870 members 
Mstep: Class 32 contains 1608 members 
Mstep: Class 33 contains 54455 members 
Mstep: Class 34 contains 2826 members 
Mstep: Class 35 contains 5849 members 
Mstep: Class 36 contains 2389 members 
Mstep: Class 37 contains 174863 members 
Mstep: Class 38 contains 9451 members 
Mstep: Class 39 contains 2219 members 
Mstep: Class 40 contains 5851 members 
Mstep: Class 41 contains 1858 members 
Mstep: Class 42 contains 4237 members 
Entering Unmasked Estep 
Score: -147426432.000000 Penalty: 145698.921875
Splitting cluster 30 changes total score from -147374432.000000 to -147426432.000000
So it's getting split into cluster 42.
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 53224 members 
Mstep: Class 3 contains 8414 members 
Mstep: Class 4 contains 27723 members 
Mstep: Class 5 contains 9982 members 
Mstep: Class 6 contains 6739 members 
Mstep: Class 7 contains 28002 members 
Mstep: Class 8 contains 1540 members 
Mstep: Class 9 contains 8991 members 
Mstep: Class 10 contains 4401 members 
Mstep: Class 11 contains 39550 members 
Mstep: Class 12 contains 24745 members 
Mstep: Class 13 contains 213096 members 
Mstep: Class 14 contains 44586 members 
Mstep: Class 15 contains 12004 members 
Mstep: Class 16 contains 45220 members 
Mstep: Class 17 contains 12214 members 
Mstep: Class 18 contains 5478 members 
Mstep: Class 19 contains 63855 members 
Mstep: Class 20 contains 11943 members 
Mstep: Class 21 contains 14561 members 
Mstep: Class 22 contains 2706 members 
Mstep: Class 23 contains 8130 members 
Mstep: Class 24 contains 18503 members 
Mstep: Class 25 contains 1456 members 
Mstep: Class 26 contains 195379 members 
Mstep: Class 27 contains 5746 members 
Mstep: Class 28 contains 4168 members 
Mstep: Class 29 contains 44516 members 
Mstep: Class 30 contains 4063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147434736.000000 Penalty: 145698.921875
Iteration 79Q: 43 clusters Score -1.474347e+08 nChanged 14992
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 53687 members 
Mstep: Class 3 contains 8420 members 
Mstep: Class 4 contains 27738 members 
Mstep: Class 5 contains 10170 members 
Mstep: Class 6 contains 6755 members 
Mstep: Class 7 contains 28063 members 
Mstep: Class 8 contains 1594 members 
Mstep: Class 9 contains 9333 members 
Mstep: Class 10 contains 4445 members 
Mstep: Class 11 contains 39964 members 
Mstep: Class 12 contains 24592 members 
Mstep: Class 13 contains 213635 members 
Mstep: Class 14 contains 44585 members 
Mstep: Class 15 contains 12035 members 
Mstep: Class 16 contains 45480 members 
Mstep: Class 17 contains 12690 members 
Mstep: Class 18 contains 7004 members 
Mstep: Class 19 contains 64199 members 
Mstep: Class 20 contains 12004 members 
Mstep: Class 21 contains 14618 members 
Mstep: Class 22 contains 2724 members 
Mstep: Class 23 contains 8370 members 
Mstep: Class 24 contains 18776 members 
Mstep: Class 25 contains 1563 members 
Mstep: Class 26 contains 195401 members 
Mstep: Class 27 contains 5785 members 
Mstep: Class 28 contains 4162 members 
Mstep: Class 29 contains 44383 members 
Mstep: Class 30 contains 4290 members 
Mstep: Class 31 contains 875 members 
Mstep: Class 32 contains 1543 members 
Mstep: Class 33 contains 52553 members 
Mstep: Class 34 contains 2808 members 
Mstep: Class 35 contains 5737 members 
Mstep: Class 36 contains 2298 members 
Mstep: Class 37 contains 172094 members 
Mstep: Class 38 contains 9179 members 
Mstep: Class 39 contains 2206 members 
Mstep: Class 40 contains 5691 members 
Mstep: Class 41 contains 1848 members 
Mstep: Class 42 contains 4114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147445184.000000 Penalty: 145698.921875
Iteration 80F: 43 clusters Score -1.474452e+08 nChanged 12674
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 53687 members 
Mstep: Class 3 contains 8409 members 
Mstep: Class 4 contains 27709 members 
Mstep: Class 5 contains 9935 members 
Mstep: Class 6 contains 6709 members 
Mstep: Class 7 contains 27977 members 
Mstep: Class 8 contains 1615 members 
Mstep: Class 9 contains 9516 members 
Mstep: Class 10 contains 4442 members 
Mstep: Class 11 contains 39479 members 
Mstep: Class 12 contains 24447 members 
Mstep: Class 13 contains 213767 members 
Mstep: Class 14 contains 44253 members 
Mstep: Class 15 contains 11951 members 
Mstep: Class 16 contains 45404 members 
Mstep: Class 17 contains 12962 members 
Mstep: Class 18 contains 8143 members 
Mstep: Class 19 contains 63878 members 
Mstep: Class 20 contains 11988 members 
Mstep: Class 21 contains 14561 members 
Mstep: Class 22 contains 2746 members 
Mstep: Class 23 contains 8382 members 
Mstep: Class 24 contains 18710 members 
Mstep: Class 25 contains 1706 members 
Mstep: Class 26 contains 194770 members 
Mstep: Class 27 contains 5756 members 
Mstep: Class 28 contains 4160 members 
Mstep: Class 29 contains 44212 members 
Mstep: Class 30 contains 4391 members 
Mstep: Class 31 contains 929 members 
Mstep: Class 32 contains 1612 members 
Mstep: Class 33 contains 52537 members 
Mstep: Class 34 contains 2800 members 
Mstep: Class 35 contains 6252 members 
Mstep: Class 36 contains 2395 members 
Mstep: Class 37 contains 171091 members 
Mstep: Class 38 contains 9403 members 
Mstep: Class 39 contains 2292 members 
Mstep: Class 40 contains 6036 members 
Mstep: Class 41 contains 2161 members 
Mstep: Class 42 contains 4239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147450176.000000 Penalty: 145698.921875
Iteration 81Q: 43 clusters Score -1.474502e+08 nChanged 7612
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 53666 members 
Mstep: Class 3 contains 8395 members 
Mstep: Class 4 contains 27684 members 
Mstep: Class 5 contains 9874 members 
Mstep: Class 6 contains 6687 members 
Mstep: Class 7 contains 27923 members 
Mstep: Class 8 contains 1628 members 
Mstep: Class 9 contains 9762 members 
Mstep: Class 10 contains 4496 members 
Mstep: Class 11 contains 39190 members 
Mstep: Class 12 contains 24321 members 
Mstep: Class 13 contains 213846 members 
Mstep: Class 14 contains 44073 members 
Mstep: Class 15 contains 11876 members 
Mstep: Class 16 contains 45375 members 
Mstep: Class 17 contains 13152 members 
Mstep: Class 18 contains 9119 members 
Mstep: Class 19 contains 63650 members 
Mstep: Class 20 contains 11981 members 
Mstep: Class 21 contains 14614 members 
Mstep: Class 22 contains 2760 members 
Mstep: Class 23 contains 8386 members 
Mstep: Class 24 contains 18687 members 
Mstep: Class 25 contains 1759 members 
Mstep: Class 26 contains 194294 members 
Mstep: Class 27 contains 5728 members 
Mstep: Class 28 contains 4160 members 
Mstep: Class 29 contains 44092 members 
Mstep: Class 30 contains 4502 members 
Mstep: Class 31 contains 938 members 
Mstep: Class 32 contains 1682 members 
Mstep: Class 33 contains 52418 members 
Mstep: Class 34 contains 2790 members 
Mstep: Class 35 contains 6544 members 
Mstep: Class 36 contains 2441 members 
Mstep: Class 37 contains 170286 members 
Mstep: Class 38 contains 9491 members 
Mstep: Class 39 contains 2346 members 
Mstep: Class 40 contains 6209 members 
Mstep: Class 41 contains 2321 members 
Mstep: Class 42 contains 4271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147451840.000000 Penalty: 145698.921875
Iteration 82Q: 43 clusters Score -1.474518e+08 nChanged 5627
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 53656 members 
Mstep: Class 3 contains 8391 members 
Mstep: Class 4 contains 27663 members 
Mstep: Class 5 contains 9841 members 
Mstep: Class 6 contains 6674 members 
Mstep: Class 7 contains 27832 members 
Mstep: Class 8 contains 1639 members 
Mstep: Class 9 contains 10003 members 
Mstep: Class 10 contains 4543 members 
Mstep: Class 11 contains 38989 members 
Mstep: Class 12 contains 24227 members 
Mstep: Class 13 contains 213930 members 
Mstep: Class 14 contains 43939 members 
Mstep: Class 15 contains 11823 members 
Mstep: Class 16 contains 45358 members 
Mstep: Class 17 contains 13285 members 
Mstep: Class 18 contains 9963 members 
Mstep: Class 19 contains 63496 members 
Mstep: Class 20 contains 11960 members 
Mstep: Class 21 contains 14658 members 
Mstep: Class 22 contains 2772 members 
Mstep: Class 23 contains 8406 members 
Mstep: Class 24 contains 18663 members 
Mstep: Class 25 contains 1800 members 
Mstep: Class 26 contains 193897 members 
Mstep: Class 27 contains 5713 members 
Mstep: Class 28 contains 4160 members 
Mstep: Class 29 contains 44005 members 
Mstep: Class 30 contains 4623 members 
Mstep: Class 31 contains 944 members 
Mstep: Class 32 contains 1721 members 
Mstep: Class 33 contains 52252 members 
Mstep: Class 34 contains 2793 members 
Mstep: Class 35 contains 6752 members 
Mstep: Class 36 contains 2462 members 
Mstep: Class 37 contains 169633 members 
Mstep: Class 38 contains 9566 members 
Mstep: Class 39 contains 2386 members 
Mstep: Class 40 contains 6292 members 
Mstep: Class 41 contains 2426 members 
Mstep: Class 42 contains 4285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147452896.000000 Penalty: 145698.921875
Iteration 83Q: 43 clusters Score -1.474529e+08 nChanged 4410
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 53608 members 
Mstep: Class 3 contains 8386 members 
Mstep: Class 4 contains 27651 members 
Mstep: Class 5 contains 9799 members 
Mstep: Class 6 contains 6653 members 
Mstep: Class 7 contains 27763 members 
Mstep: Class 8 contains 1641 members 
Mstep: Class 9 contains 10226 members 
Mstep: Class 10 contains 4599 members 
Mstep: Class 11 contains 38847 members 
Mstep: Class 12 contains 24158 members 
Mstep: Class 13 contains 214006 members 
Mstep: Class 14 contains 43790 members 
Mstep: Class 15 contains 11779 members 
Mstep: Class 16 contains 45338 members 
Mstep: Class 17 contains 13413 members 
Mstep: Class 18 contains 10649 members 
Mstep: Class 19 contains 63356 members 
Mstep: Class 20 contains 11945 members 
Mstep: Class 21 contains 14738 members 
Mstep: Class 22 contains 2786 members 
Mstep: Class 23 contains 8411 members 
Mstep: Class 24 contains 18636 members 
Mstep: Class 25 contains 1827 members 
Mstep: Class 26 contains 193631 members 
Mstep: Class 27 contains 5714 members 
Mstep: Class 28 contains 4160 members 
Mstep: Class 29 contains 43914 members 
Mstep: Class 30 contains 4720 members 
Mstep: Class 31 contains 948 members 
Mstep: Class 32 contains 1761 members 
Mstep: Class 33 contains 52091 members 
Mstep: Class 34 contains 2794 members 
Mstep: Class 35 contains 6930 members 
Mstep: Class 36 contains 2470 members 
Mstep: Class 37 contains 169108 members 
Mstep: Class 38 contains 9620 members 
Mstep: Class 39 contains 2418 members 
Mstep: Class 40 contains 6356 members 
Mstep: Class 41 contains 2485 members 
Mstep: Class 42 contains 4298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147453776.000000 Penalty: 145698.921875
Iteration 84Q: 43 clusters Score -1.474538e+08 nChanged 3622
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 53568 members 
Mstep: Class 3 contains 8385 members 
Mstep: Class 4 contains 27642 members 
Mstep: Class 5 contains 9786 members 
Mstep: Class 6 contains 6652 members 
Mstep: Class 7 contains 27709 members 
Mstep: Class 8 contains 1645 members 
Mstep: Class 9 contains 10449 members 
Mstep: Class 10 contains 4637 members 
Mstep: Class 11 contains 38732 members 
Mstep: Class 12 contains 24099 members 
Mstep: Class 13 contains 214047 members 
Mstep: Class 14 contains 43693 members 
Mstep: Class 15 contains 11733 members 
Mstep: Class 16 contains 45282 members 
Mstep: Class 17 contains 13506 members 
Mstep: Class 18 contains 11248 members 
Mstep: Class 19 contains 63209 members 
Mstep: Class 20 contains 11934 members 
Mstep: Class 21 contains 14788 members 
Mstep: Class 22 contains 2794 members 
Mstep: Class 23 contains 8410 members 
Mstep: Class 24 contains 18632 members 
Mstep: Class 25 contains 1845 members 
Mstep: Class 26 contains 193382 members 
Mstep: Class 27 contains 5710 members 
Mstep: Class 28 contains 4160 members 
Mstep: Class 29 contains 43819 members 
Mstep: Class 30 contains 4815 members 
Mstep: Class 31 contains 951 members 
Mstep: Class 32 contains 1794 members 
Mstep: Class 33 contains 51973 members 
Mstep: Class 34 contains 2802 members 
Mstep: Class 35 contains 7069 members 
Mstep: Class 36 contains 2479 members 
Mstep: Class 37 contains 168699 members 
Mstep: Class 38 contains 9653 members 
Mstep: Class 39 contains 2448 members 
Mstep: Class 40 contains 6400 members 
Mstep: Class 41 contains 2534 members 
Mstep: Class 42 contains 4312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147454000.000000 Penalty: 145698.921875
Iteration 85Q: 43 clusters Score -1.47454e+08 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 53510 members 
Mstep: Class 3 contains 8382 members 
Mstep: Class 4 contains 27630 members 
Mstep: Class 5 contains 9760 members 
Mstep: Class 6 contains 6647 members 
Mstep: Class 7 contains 27663 members 
Mstep: Class 8 contains 1650 members 
Mstep: Class 9 contains 10614 members 
Mstep: Class 10 contains 4665 members 
Mstep: Class 11 contains 38660 members 
Mstep: Class 12 contains 24058 members 
Mstep: Class 13 contains 214080 members 
Mstep: Class 14 contains 43626 members 
Mstep: Class 15 contains 11703 members 
Mstep: Class 16 contains 45250 members 
Mstep: Class 17 contains 13545 members 
Mstep: Class 18 contains 11717 members 
Mstep: Class 19 contains 63088 members 
Mstep: Class 20 contains 11929 members 
Mstep: Class 21 contains 14826 members 
Mstep: Class 22 contains 2795 members 
Mstep: Class 23 contains 8405 members 
Mstep: Class 24 contains 18637 members 
Mstep: Class 25 contains 1866 members 
Mstep: Class 26 contains 193221 members 
Mstep: Class 27 contains 5692 members 
Mstep: Class 28 contains 4160 members 
Mstep: Class 29 contains 43736 members 
Mstep: Class 30 contains 4887 members 
Mstep: Class 31 contains 953 members 
Mstep: Class 32 contains 1816 members 
Mstep: Class 33 contains 51887 members 
Mstep: Class 34 contains 2805 members 
Mstep: Class 35 contains 7213 members 
Mstep: Class 36 contains 2487 members 
Mstep: Class 37 contains 168372 members 
Mstep: Class 38 contains 9667 members 
Mstep: Class 39 contains 2480 members 
Mstep: Class 40 contains 6450 members 
Mstep: Class 41 contains 2571 members 
Mstep: Class 42 contains 4323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147454224.000000 Penalty: 145698.921875
Iteration 86Q: 43 clusters Score -1.474542e+08 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 53448 members 
Mstep: Class 3 contains 8382 members 
Mstep: Class 4 contains 27621 members 
Mstep: Class 5 contains 9742 members 
Mstep: Class 6 contains 6647 members 
Mstep: Class 7 contains 27602 members 
Mstep: Class 8 contains 1654 members 
Mstep: Class 9 contains 10766 members 
Mstep: Class 10 contains 4690 members 
Mstep: Class 11 contains 38611 members 
Mstep: Class 12 contains 24025 members 
Mstep: Class 13 contains 214091 members 
Mstep: Class 14 contains 43564 members 
Mstep: Class 15 contains 11676 members 
Mstep: Class 16 contains 45234 members 
Mstep: Class 17 contains 13580 members 
Mstep: Class 18 contains 12098 members 
Mstep: Class 19 contains 62983 members 
Mstep: Class 20 contains 11915 members 
Mstep: Class 21 contains 14850 members 
Mstep: Class 22 contains 2798 members 
Mstep: Class 23 contains 8388 members 
Mstep: Class 24 contains 18662 members 
Mstep: Class 25 contains 1880 members 
Mstep: Class 26 contains 193087 members 
Mstep: Class 27 contains 5677 members 
Mstep: Class 28 contains 4160 members 
Mstep: Class 29 contains 43671 members 
Mstep: Class 30 contains 4951 members 
Mstep: Class 31 contains 954 members 
Mstep: Class 32 contains 1833 members 
Mstep: Class 33 contains 51839 members 
Mstep: Class 34 contains 2811 members 
Mstep: Class 35 contains 7340 members 
Mstep: Class 36 contains 2493 members 
Mstep: Class 37 contains 168139 members 
Mstep: Class 38 contains 9659 members 
Mstep: Class 39 contains 2503 members 
Mstep: Class 40 contains 6476 members 
Mstep: Class 41 contains 2596 members 
Mstep: Class 42 contains 4331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147454288.000000 Penalty: 145698.921875
Iteration 87Q: 43 clusters Score -1.474543e+08 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 53420 members 
Mstep: Class 3 contains 8380 members 
Mstep: Class 4 contains 27609 members 
Mstep: Class 5 contains 9719 members 
Mstep: Class 6 contains 6646 members 
Mstep: Class 7 contains 27556 members 
Mstep: Class 8 contains 1656 members 
Mstep: Class 9 contains 10912 members 
Mstep: Class 10 contains 4711 members 
Mstep: Class 11 contains 38589 members 
Mstep: Class 12 contains 23984 members 
Mstep: Class 13 contains 214097 members 
Mstep: Class 14 contains 43493 members 
Mstep: Class 15 contains 11655 members 
Mstep: Class 16 contains 45209 members 
Mstep: Class 17 contains 13628 members 
Mstep: Class 18 contains 12401 members 
Mstep: Class 19 contains 62918 members 
Mstep: Class 20 contains 11906 members 
Mstep: Class 21 contains 14896 members 
Mstep: Class 22 contains 2798 members 
Mstep: Class 23 contains 8372 members 
Mstep: Class 24 contains 18673 members 
Mstep: Class 25 contains 1890 members 
Mstep: Class 26 contains 192990 members 
Mstep: Class 27 contains 5670 members 
Mstep: Class 28 contains 4160 members 
Mstep: Class 29 contains 43628 members 
Mstep: Class 30 contains 5009 members 
Mstep: Class 31 contains 954 members 
Mstep: Class 32 contains 1849 members 
Mstep: Class 33 contains 51768 members 
Mstep: Class 34 contains 2814 members 
Mstep: Class 35 contains 7426 members 
Mstep: Class 36 contains 2501 members 
Mstep: Class 37 contains 167933 members 
Mstep: Class 38 contains 9659 members 
Mstep: Class 39 contains 2517 members 
Mstep: Class 40 contains 6485 members 
Mstep: Class 41 contains 2614 members 
Mstep: Class 42 contains 4332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147454544.000000 Penalty: 145698.921875
Iteration 88Q: 43 clusters Score -1.474545e+08 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 53408 members 
Mstep: Class 3 contains 8379 members 
Mstep: Class 4 contains 27603 members 
Mstep: Class 5 contains 9705 members 
Mstep: Class 6 contains 6640 members 
Mstep: Class 7 contains 27508 members 
Mstep: Class 8 contains 1657 members 
Mstep: Class 9 contains 11017 members 
Mstep: Class 10 contains 4725 members 
Mstep: Class 11 contains 38565 members 
Mstep: Class 12 contains 23951 members 
Mstep: Class 13 contains 214134 members 
Mstep: Class 14 contains 43445 members 
Mstep: Class 15 contains 11637 members 
Mstep: Class 16 contains 45194 members 
Mstep: Class 17 contains 13670 members 
Mstep: Class 18 contains 12649 members 
Mstep: Class 19 contains 62858 members 
Mstep: Class 20 contains 11899 members 
Mstep: Class 21 contains 14924 members 
Mstep: Class 22 contains 2798 members 
Mstep: Class 23 contains 8367 members 
Mstep: Class 24 contains 18688 members 
Mstep: Class 25 contains 1900 members 
Mstep: Class 26 contains 192887 members 
Mstep: Class 27 contains 5668 members 
Mstep: Class 28 contains 4160 members 
Mstep: Class 29 contains 43569 members 
Mstep: Class 30 contains 5066 members 
Mstep: Class 31 contains 954 members 
Mstep: Class 32 contains 1860 members 
Mstep: Class 33 contains 51700 members 
Mstep: Class 34 contains 2820 members 
Mstep: Class 35 contains 7507 members 
Mstep: Class 36 contains 2504 members 
Mstep: Class 37 contains 167764 members 
Mstep: Class 38 contains 9651 members 
Mstep: Class 39 contains 2535 members 
Mstep: Class 40 contains 6495 members 
Mstep: Class 41 contains 2632 members 
Mstep: Class 42 contains 4334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147454928.000000 Penalty: 145698.921875
Iteration 89Q: 43 clusters Score -1.474549e+08 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 53404 members 
Mstep: Class 3 contains 8377 members 
Mstep: Class 4 contains 27594 members 
Mstep: Class 5 contains 9694 members 
Mstep: Class 6 contains 6634 members 
Mstep: Class 7 contains 27476 members 
Mstep: Class 8 contains 1657 members 
Mstep: Class 9 contains 11115 members 
Mstep: Class 10 contains 4747 members 
Mstep: Class 11 contains 38514 members 
Mstep: Class 12 contains 23923 members 
Mstep: Class 13 contains 214171 members 
Mstep: Class 14 contains 43395 members 
Mstep: Class 15 contains 11630 members 
Mstep: Class 16 contains 45200 members 
Mstep: Class 17 contains 13711 members 
Mstep: Class 18 contains 12868 members 
Mstep: Class 19 contains 62809 members 
Mstep: Class 20 contains 11891 members 
Mstep: Class 21 contains 14943 members 
Mstep: Class 22 contains 2797 members 
Mstep: Class 23 contains 8360 members 
Mstep: Class 24 contains 18693 members 
Mstep: Class 25 contains 1904 members 
Mstep: Class 26 contains 192807 members 
Mstep: Class 27 contains 5667 members 
Mstep: Class 28 contains 4160 members 
Mstep: Class 29 contains 43508 members 
Mstep: Class 30 contains 5111 members 
Mstep: Class 31 contains 953 members 
Mstep: Class 32 contains 1868 members 
Mstep: Class 33 contains 51616 members 
Mstep: Class 34 contains 2820 members 
Mstep: Class 35 contains 7582 members 
Mstep: Class 36 contains 2505 members 
Mstep: Class 37 contains 167624 members 
Mstep: Class 38 contains 9656 members 
Mstep: Class 39 contains 2556 members 
Mstep: Class 40 contains 6505 members 
Mstep: Class 41 contains 2646 members 
Mstep: Class 42 contains 4336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147455248.000000 Penalty: 145698.921875
Iteration 90Q: 43 clusters Score -1.474552e+08 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 53385 members 
Mstep: Class 3 contains 8372 members 
Mstep: Class 4 contains 27588 members 
Mstep: Class 5 contains 9690 members 
Mstep: Class 6 contains 6628 members 
Mstep: Class 7 contains 27439 members 
Mstep: Class 8 contains 1654 members 
Mstep: Class 9 contains 11196 members 
Mstep: Class 10 contains 4767 members 
Mstep: Class 11 contains 38456 members 
Mstep: Class 12 contains 23902 members 
Mstep: Class 13 contains 214181 members 
Mstep: Class 14 contains 43364 members 
Mstep: Class 15 contains 11623 members 
Mstep: Class 16 contains 45234 members 
Mstep: Class 17 contains 13746 members 
Mstep: Class 18 contains 13052 members 
Mstep: Class 19 contains 62777 members 
Mstep: Class 20 contains 11882 members 
Mstep: Class 21 contains 14956 members 
Mstep: Class 22 contains 2801 members 
Mstep: Class 23 contains 8354 members 
Mstep: Class 24 contains 18716 members 
Mstep: Class 25 contains 1909 members 
Mstep: Class 26 contains 192744 members 
Mstep: Class 27 contains 5662 members 
Mstep: Class 28 contains 4160 members 
Mstep: Class 29 contains 43463 members 
Mstep: Class 30 contains 5147 members 
Mstep: Class 31 contains 954 members 
Mstep: Class 32 contains 1873 members 
Mstep: Class 33 contains 51535 members 
Mstep: Class 34 contains 2824 members 
Mstep: Class 35 contains 7639 members 
Mstep: Class 36 contains 2506 members 
Mstep: Class 37 contains 167505 members 
Mstep: Class 38 contains 9649 members 
Mstep: Class 39 contains 2575 members 
Mstep: Class 40 contains 6517 members 
Mstep: Class 41 contains 2662 members 
Mstep: Class 42 contains 4340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147455056.000000 Penalty: 145698.921875
Iteration 91Q: 43 clusters Score -1.474551e+08 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 53390 members 
Mstep: Class 3 contains 8365 members 
Mstep: Class 4 contains 27581 members 
Mstep: Class 5 contains 9686 members 
Mstep: Class 6 contains 6624 members 
Mstep: Class 7 contains 27409 members 
Mstep: Class 8 contains 1652 members 
Mstep: Class 9 contains 11266 members 
Mstep: Class 10 contains 4782 members 
Mstep: Class 11 contains 38425 members 
Mstep: Class 12 contains 23883 members 
Mstep: Class 13 contains 214185 members 
Mstep: Class 14 contains 43333 members 
Mstep: Class 15 contains 11626 members 
Mstep: Class 16 contains 45267 members 
Mstep: Class 17 contains 13770 members 
Mstep: Class 18 contains 13219 members 
Mstep: Class 19 contains 62743 members 
Mstep: Class 20 contains 11872 members 
Mstep: Class 21 contains 14971 members 
Mstep: Class 22 contains 2803 members 
Mstep: Class 23 contains 8355 members 
Mstep: Class 24 contains 18739 members 
Mstep: Class 25 contains 1912 members 
Mstep: Class 26 contains 192701 members 
Mstep: Class 27 contains 5654 members 
Mstep: Class 28 contains 4160 members 
Mstep: Class 29 contains 43415 members 
Mstep: Class 30 contains 5177 members 
Mstep: Class 31 contains 954 members 
Mstep: Class 32 contains 1877 members 
Mstep: Class 33 contains 51447 members 
Mstep: Class 34 contains 2819 members 
Mstep: Class 35 contains 7691 members 
Mstep: Class 36 contains 2512 members 
Mstep: Class 37 contains 167382 members 
Mstep: Class 38 contains 9640 members 
Mstep: Class 39 contains 2585 members 
Mstep: Class 40 contains 6537 members 
Mstep: Class 41 contains 2672 members 
Mstep: Class 42 contains 4346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147454416.000000 Penalty: 145698.921875
Iteration 92Q: 43 clusters Score -1.474544e+08 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 53389 members 
Mstep: Class 3 contains 8356 members 
Mstep: Class 4 contains 27571 members 
Mstep: Class 5 contains 9672 members 
Mstep: Class 6 contains 6615 members 
Mstep: Class 7 contains 27386 members 
Mstep: Class 8 contains 1656 members 
Mstep: Class 9 contains 11335 members 
Mstep: Class 10 contains 4792 members 
Mstep: Class 11 contains 38414 members 
Mstep: Class 12 contains 23870 members 
Mstep: Class 13 contains 214181 members 
Mstep: Class 14 contains 43328 members 
Mstep: Class 15 contains 11608 members 
Mstep: Class 16 contains 45286 members 
Mstep: Class 17 contains 13785 members 
Mstep: Class 18 contains 13345 members 
Mstep: Class 19 contains 62716 members 
Mstep: Class 20 contains 11871 members 
Mstep: Class 21 contains 14992 members 
Mstep: Class 22 contains 2804 members 
Mstep: Class 23 contains 8353 members 
Mstep: Class 24 contains 18763 members 
Mstep: Class 25 contains 1916 members 
Mstep: Class 26 contains 192667 members 
Mstep: Class 27 contains 5636 members 
Mstep: Class 28 contains 4160 members 
Mstep: Class 29 contains 43378 members 
Mstep: Class 30 contains 5209 members 
Mstep: Class 31 contains 954 members 
Mstep: Class 32 contains 1888 members 
Mstep: Class 33 contains 51387 members 
Mstep: Class 34 contains 2822 members 
Mstep: Class 35 contains 7734 members 
Mstep: Class 36 contains 2517 members 
Mstep: Class 37 contains 167267 members 
Mstep: Class 38 contains 9627 members 
Mstep: Class 39 contains 2595 members 
Mstep: Class 40 contains 6552 members 
Mstep: Class 41 contains 2682 members 
Mstep: Class 42 contains 4348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147454752.000000 Penalty: 145698.921875
Iteration 93Q: 43 clusters Score -1.474548e+08 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 53384 members 
Mstep: Class 3 contains 8352 members 
Mstep: Class 4 contains 27565 members 
Mstep: Class 5 contains 9665 members 
Mstep: Class 6 contains 6613 members 
Mstep: Class 7 contains 27368 members 
Mstep: Class 8 contains 1657 members 
Mstep: Class 9 contains 11426 members 
Mstep: Class 10 contains 4801 members 
Mstep: Class 11 contains 38403 members 
Mstep: Class 12 contains 23864 members 
Mstep: Class 13 contains 214187 members 
Mstep: Class 14 contains 43319 members 
Mstep: Class 15 contains 11612 members 
Mstep: Class 16 contains 45282 members 
Mstep: Class 17 contains 13803 members 
Mstep: Class 18 contains 13463 members 
Mstep: Class 19 contains 62698 members 
Mstep: Class 20 contains 11866 members 
Mstep: Class 21 contains 15007 members 
Mstep: Class 22 contains 2806 members 
Mstep: Class 23 contains 8352 members 
Mstep: Class 24 contains 18775 members 
Mstep: Class 25 contains 1918 members 
Mstep: Class 26 contains 192627 members 
Mstep: Class 27 contains 5622 members 
Mstep: Class 28 contains 4160 members 
Mstep: Class 29 contains 43347 members 
Mstep: Class 30 contains 5236 members 
Mstep: Class 31 contains 954 members 
Mstep: Class 32 contains 1884 members 
Mstep: Class 33 contains 51306 members 
Mstep: Class 34 contains 2821 members 
Mstep: Class 35 contains 7776 members 
Mstep: Class 36 contains 2522 members 
Mstep: Class 37 contains 167160 members 
Mstep: Class 38 contains 9618 members 
Mstep: Class 39 contains 2601 members 
Mstep: Class 40 contains 6566 members 
Mstep: Class 41 contains 2690 members 
Mstep: Class 42 contains 4351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147454944.000000 Penalty: 145698.921875
Iteration 94Q: 43 clusters Score -1.474549e+08 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 53380 members 
Mstep: Class 3 contains 8349 members 
Mstep: Class 4 contains 27563 members 
Mstep: Class 5 contains 9664 members 
Mstep: Class 6 contains 6609 members 
Mstep: Class 7 contains 27351 members 
Mstep: Class 8 contains 1655 members 
Mstep: Class 9 contains 11503 members 
Mstep: Class 10 contains 4816 members 
Mstep: Class 11 contains 38410 members 
Mstep: Class 12 contains 23858 members 
Mstep: Class 13 contains 214204 members 
Mstep: Class 14 contains 43304 members 
Mstep: Class 15 contains 11610 members 
Mstep: Class 16 contains 45265 members 
Mstep: Class 17 contains 13824 members 
Mstep: Class 18 contains 13557 members 
Mstep: Class 19 contains 62685 members 
Mstep: Class 20 contains 11867 members 
Mstep: Class 21 contains 15034 members 
Mstep: Class 22 contains 2805 members 
Mstep: Class 23 contains 8348 members 
Mstep: Class 24 contains 18774 members 
Mstep: Class 25 contains 1923 members 
Mstep: Class 26 contains 192592 members 
Mstep: Class 27 contains 5605 members 
Mstep: Class 28 contains 4160 members 
Mstep: Class 29 contains 43319 members 
Mstep: Class 30 contains 5263 members 
Mstep: Class 31 contains 954 members 
Mstep: Class 32 contains 1883 members 
Mstep: Class 33 contains 51233 members 
Mstep: Class 34 contains 2826 members 
Mstep: Class 35 contains 7808 members 
Mstep: Class 36 contains 2526 members 
Mstep: Class 37 contains 167059 members 
Mstep: Class 38 contains 9612 members 
Mstep: Class 39 contains 2602 members 
Mstep: Class 40 contains 6576 members 
Mstep: Class 41 contains 2698 members 
Mstep: Class 42 contains 4353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147455008.000000 Penalty: 145698.921875
Iteration 95Q: 43 clusters Score -1.47455e+08 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 53361 members 
Mstep: Class 3 contains 8348 members 
Mstep: Class 4 contains 27560 members 
Mstep: Class 5 contains 9670 members 
Mstep: Class 6 contains 6611 members 
Mstep: Class 7 contains 27330 members 
Mstep: Class 8 contains 1655 members 
Mstep: Class 9 contains 11564 members 
Mstep: Class 10 contains 4827 members 
Mstep: Class 11 contains 38408 members 
Mstep: Class 12 contains 23848 members 
Mstep: Class 13 contains 214208 members 
Mstep: Class 14 contains 43289 members 
Mstep: Class 15 contains 11611 members 
Mstep: Class 16 contains 45280 members 
Mstep: Class 17 contains 13828 members 
Mstep: Class 18 contains 13652 members 
Mstep: Class 19 contains 62678 members 
Mstep: Class 20 contains 11867 members 
Mstep: Class 21 contains 15061 members 
Mstep: Class 22 contains 2806 members 
Mstep: Class 23 contains 8354 members 
Mstep: Class 24 contains 18772 members 
Mstep: Class 25 contains 1926 members 
Mstep: Class 26 contains 192552 members 
Mstep: Class 27 contains 5600 members 
Mstep: Class 28 contains 4160 members 
Mstep: Class 29 contains 43309 members 
Mstep: Class 30 contains 5286 members 
Mstep: Class 31 contains 954 members 
Mstep: Class 32 contains 1883 members 
Mstep: Class 33 contains 51158 members 
Mstep: Class 34 contains 2825 members 
Mstep: Class 35 contains 7833 members 
Mstep: Class 36 contains 2531 members 
Mstep: Class 37 contains 166978 members 
Mstep: Class 38 contains 9602 members 
Mstep: Class 39 contains 2604 members 
Mstep: Class 40 contains 6583 members 
Mstep: Class 41 contains 2699 members 
Mstep: Class 42 contains 4356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147454656.000000 Penalty: 145698.921875
Iteration 96Q: 43 clusters Score -1.474547e+08 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 53356 members 
Mstep: Class 3 contains 8345 members 
Mstep: Class 4 contains 27554 members 
Mstep: Class 5 contains 9668 members 
Mstep: Class 6 contains 6611 members 
Mstep: Class 7 contains 27308 members 
Mstep: Class 8 contains 1653 members 
Mstep: Class 9 contains 11625 members 
Mstep: Class 10 contains 4840 members 
Mstep: Class 11 contains 38408 members 
Mstep: Class 12 contains 23841 members 
Mstep: Class 13 contains 214223 members 
Mstep: Class 14 contains 43281 members 
Mstep: Class 15 contains 11615 members 
Mstep: Class 16 contains 45300 members 
Mstep: Class 17 contains 13830 members 
Mstep: Class 18 contains 13725 members 
Mstep: Class 19 contains 62675 members 
Mstep: Class 20 contains 11865 members 
Mstep: Class 21 contains 15079 members 
Mstep: Class 22 contains 2805 members 
Mstep: Class 23 contains 8353 members 
Mstep: Class 24 contains 18775 members 
Mstep: Class 25 contains 1932 members 
Mstep: Class 26 contains 192508 members 
Mstep: Class 27 contains 5595 members 
Mstep: Class 28 contains 4160 members 
Mstep: Class 29 contains 43296 members 
Mstep: Class 30 contains 5302 members 
Mstep: Class 31 contains 954 members 
Mstep: Class 32 contains 1879 members 
Mstep: Class 33 contains 51085 members 
Mstep: Class 34 contains 2827 members 
Mstep: Class 35 contains 7852 members 
Mstep: Class 36 contains 2536 members 
Mstep: Class 37 contains 166902 members 
Mstep: Class 38 contains 9603 members 
Mstep: Class 39 contains 2607 members 
Mstep: Class 40 contains 6589 members 
Mstep: Class 41 contains 2703 members 
Mstep: Class 42 contains 4362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147454864.000000 Penalty: 145698.921875
Iteration 97Q: 43 clusters Score -1.474549e+08 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 53338 members 
Mstep: Class 3 contains 8345 members 
Mstep: Class 4 contains 27552 members 
Mstep: Class 5 contains 9667 members 
Mstep: Class 6 contains 6609 members 
Mstep: Class 7 contains 27293 members 
Mstep: Class 8 contains 1653 members 
Mstep: Class 9 contains 11695 members 
Mstep: Class 10 contains 4853 members 
Mstep: Class 11 contains 38402 members 
Mstep: Class 12 contains 23836 members 
Mstep: Class 13 contains 214245 members 
Mstep: Class 14 contains 43255 members 
Mstep: Class 15 contains 11613 members 
Mstep: Class 16 contains 45316 members 
Mstep: Class 17 contains 13845 members 
Mstep: Class 18 contains 13784 members 
Mstep: Class 19 contains 62673 members 
Mstep: Class 20 contains 11862 members 
Mstep: Class 21 contains 15115 members 
Mstep: Class 22 contains 2805 members 
Mstep: Class 23 contains 8354 members 
Mstep: Class 24 contains 18774 members 
Mstep: Class 25 contains 1938 members 
Mstep: Class 26 contains 192485 members 
Mstep: Class 27 contains 5595 members 
Mstep: Class 28 contains 4160 members 
Mstep: Class 29 contains 43283 members 
Mstep: Class 30 contains 5315 members 
Mstep: Class 31 contains 954 members 
Mstep: Class 32 contains 1883 members 
Mstep: Class 33 contains 50993 members 
Mstep: Class 34 contains 2825 members 
Mstep: Class 35 contains 7864 members 
Mstep: Class 36 contains 2540 members 
Mstep: Class 37 contains 166835 members 
Mstep: Class 38 contains 9602 members 
Mstep: Class 39 contains 2610 members 
Mstep: Class 40 contains 6590 members 
Mstep: Class 41 contains 2706 members 
Mstep: Class 42 contains 4365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147454576.000000 Penalty: 145698.921875
Iteration 98Q: 43 clusters Score -1.474546e+08 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 53314 members 
Mstep: Class 3 contains 8343 members 
Mstep: Class 4 contains 27551 members 
Mstep: Class 5 contains 9670 members 
Mstep: Class 6 contains 6607 members 
Mstep: Class 7 contains 27279 members 
Mstep: Class 8 contains 1652 members 
Mstep: Class 9 contains 11764 members 
Mstep: Class 10 contains 4870 members 
Mstep: Class 11 contains 38398 members 
Mstep: Class 12 contains 23827 members 
Mstep: Class 13 contains 214255 members 
Mstep: Class 14 contains 43249 members 
Mstep: Class 15 contains 11609 members 
Mstep: Class 16 contains 45351 members 
Mstep: Class 17 contains 13855 members 
Mstep: Class 18 contains 13838 members 
Mstep: Class 19 contains 62662 members 
Mstep: Class 20 contains 11858 members 
Mstep: Class 21 contains 15141 members 
Mstep: Class 22 contains 2804 members 
Mstep: Class 23 contains 8356 members 
Mstep: Class 24 contains 18772 members 
Mstep: Class 25 contains 1943 members 
Mstep: Class 26 contains 192460 members 
Mstep: Class 27 contains 5589 members 
Mstep: Class 28 contains 4160 members 
Mstep: Class 29 contains 43278 members 
Mstep: Class 30 contains 5329 members 
Mstep: Class 31 contains 954 members 
Mstep: Class 32 contains 1883 members 
Mstep: Class 33 contains 50894 members 
Mstep: Class 34 contains 2830 members 
Mstep: Class 35 contains 7881 members 
Mstep: Class 36 contains 2540 members 
Mstep: Class 37 contains 166778 members 
Mstep: Class 38 contains 9598 members 
Mstep: Class 39 contains 2613 members 
Mstep: Class 40 contains 6596 members 
Mstep: Class 41 contains 2707 members 
Mstep: Class 42 contains 4369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147454752.000000 Penalty: 145698.921875
Iteration 99Q: 43 clusters Score -1.474548e+08 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 53298 members 
Mstep: Class 3 contains 8343 members 
Mstep: Class 4 contains 27544 members 
Mstep: Class 5 contains 9676 members 
Mstep: Class 6 contains 6604 members 
Mstep: Class 7 contains 27267 members 
Mstep: Class 8 contains 1652 members 
Mstep: Class 9 contains 11825 members 
Mstep: Class 10 contains 4890 members 
Mstep: Class 11 contains 38392 members 
Mstep: Class 12 contains 23822 members 
Mstep: Class 13 contains 214259 members 
Mstep: Class 14 contains 43234 members 
Mstep: Class 15 contains 11608 members 
Mstep: Class 16 contains 45385 members 
Mstep: Class 17 contains 13871 members 
Mstep: Class 18 contains 13888 members 
Mstep: Class 19 contains 62654 members 
Mstep: Class 20 contains 11856 members 
Mstep: Class 21 contains 15150 members 
Mstep: Class 22 contains 2805 members 
Mstep: Class 23 contains 8355 members 
Mstep: Class 24 contains 18780 members 
Mstep: Class 25 contains 1945 members 
Mstep: Class 26 contains 192443 members 
Mstep: Class 27 contains 5580 members 
Mstep: Class 28 contains 4160 members 
Mstep: Class 29 contains 43269 members 
Mstep: Class 30 contains 5342 members 
Mstep: Class 31 contains 954 members 
Mstep: Class 32 contains 1884 members 
Mstep: Class 33 contains 50792 members 
Mstep: Class 34 contains 2830 members 
Mstep: Class 35 contains 7891 members 
Mstep: Class 36 contains 2540 members 
Mstep: Class 37 contains 166743 members 
Mstep: Class 38 contains 9591 members 
Mstep: Class 39 contains 2620 members 
Mstep: Class 40 contains 6604 members 
Mstep: Class 41 contains 2709 members 
Mstep: Class 42 contains 4372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147455216.000000 Penalty: 145698.921875
Iteration 100F: 43 clusters Score -1.474552e+08 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 53290 members 
Mstep: Class 3 contains 8341 members 
Mstep: Class 4 contains 27536 members 
Mstep: Class 5 contains 9679 members 
Mstep: Class 6 contains 6602 members 
Mstep: Class 7 contains 27249 members 
Mstep: Class 8 contains 1652 members 
Mstep: Class 9 contains 11893 members 
Mstep: Class 10 contains 4901 members 
Mstep: Class 11 contains 38388 members 
Mstep: Class 12 contains 23818 members 
Mstep: Class 13 contains 214259 members 
Mstep: Class 14 contains 43228 members 
Mstep: Class 15 contains 11608 members 
Mstep: Class 16 contains 45407 members 
Mstep: Class 17 contains 13877 members 
Mstep: Class 18 contains 13923 members 
Mstep: Class 19 contains 62643 members 
Mstep: Class 20 contains 11851 members 
Mstep: Class 21 contains 15159 members 
Mstep: Class 22 contains 2806 members 
Mstep: Class 23 contains 8353 members 
Mstep: Class 24 contains 18785 members 
Mstep: Class 25 contains 1945 members 
Mstep: Class 26 contains 192429 members 
Mstep: Class 27 contains 5579 members 
Mstep: Class 28 contains 4160 members 
Mstep: Class 29 contains 43269 members 
Mstep: Class 30 contains 5353 members 
Mstep: Class 31 contains 954 members 
Mstep: Class 32 contains 1884 members 
Mstep: Class 33 contains 50700 members 
Mstep: Class 34 contains 2830 members 
Mstep: Class 35 contains 7899 members 
Mstep: Class 36 contains 2542 members 
Mstep: Class 37 contains 166710 members 
Mstep: Class 38 contains 9585 members 
Mstep: Class 39 contains 2642 members 
Mstep: Class 40 contains 6607 members 
Mstep: Class 41 contains 2715 members 
Mstep: Class 42 contains 4376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147455200.000000 Penalty: 145698.921875
Iteration 101Q: 43 clusters Score -1.474552e+08 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 53276 members 
Mstep: Class 3 contains 8341 members 
Mstep: Class 4 contains 27531 members 
Mstep: Class 5 contains 9680 members 
Mstep: Class 6 contains 6602 members 
Mstep: Class 7 contains 27227 members 
Mstep: Class 8 contains 1655 members 
Mstep: Class 9 contains 11942 members 
Mstep: Class 10 contains 4914 members 
Mstep: Class 11 contains 38380 members 
Mstep: Class 12 contains 23816 members 
Mstep: Class 13 contains 214264 members 
Mstep: Class 14 contains 43223 members 
Mstep: Class 15 contains 11607 members 
Mstep: Class 16 contains 45432 members 
Mstep: Class 17 contains 13886 members 
Mstep: Class 18 contains 13953 members 
Mstep: Class 19 contains 62627 members 
Mstep: Class 20 contains 11854 members 
Mstep: Class 21 contains 15166 members 
Mstep: Class 22 contains 2806 members 
Mstep: Class 23 contains 8346 members 
Mstep: Class 24 contains 18787 members 
Mstep: Class 25 contains 1946 members 
Mstep: Class 26 contains 192421 members 
Mstep: Class 27 contains 5572 members 
Mstep: Class 28 contains 4160 members 
Mstep: Class 29 contains 43258 members 
Mstep: Class 30 contains 5362 members 
Mstep: Class 31 contains 959 members 
Mstep: Class 32 contains 1886 members 
Mstep: Class 33 contains 50648 members 
Mstep: Class 34 contains 2826 members 
Mstep: Class 35 contains 7904 members 
Mstep: Class 36 contains 2544 members 
Mstep: Class 37 contains 166678 members 
Mstep: Class 38 contains 9570 members 
Mstep: Class 39 contains 2665 members 
Mstep: Class 40 contains 6615 members 
Mstep: Class 41 contains 2725 members 
Mstep: Class 42 contains 4378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147455360.000000 Penalty: 145698.921875
Iteration 102Q: 43 clusters Score -1.474554e+08 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 53260 members 
Mstep: Class 3 contains 8339 members 
Mstep: Class 4 contains 27526 members 
Mstep: Class 5 contains 9671 members 
Mstep: Class 6 contains 6603 members 
Mstep: Class 7 contains 27217 members 
Mstep: Class 8 contains 1654 members 
Mstep: Class 9 contains 11986 members 
Mstep: Class 10 contains 4930 members 
Mstep: Class 11 contains 38377 members 
Mstep: Class 12 contains 23816 members 
Mstep: Class 13 contains 214263 members 
Mstep: Class 14 contains 43218 members 
Mstep: Class 15 contains 11605 members 
Mstep: Class 16 contains 45452 members 
Mstep: Class 17 contains 13888 members 
Mstep: Class 18 contains 13977 members 
Mstep: Class 19 contains 62612 members 
Mstep: Class 20 contains 11853 members 
Mstep: Class 21 contains 15175 members 
Mstep: Class 22 contains 2806 members 
Mstep: Class 23 contains 8343 members 
Mstep: Class 24 contains 18784 members 
Mstep: Class 25 contains 1946 members 
Mstep: Class 26 contains 192408 members 
Mstep: Class 27 contains 5572 members 
Mstep: Class 28 contains 4160 members 
Mstep: Class 29 contains 43259 members 
Mstep: Class 30 contains 5374 members 
Mstep: Class 31 contains 964 members 
Mstep: Class 32 contains 1885 members 
Mstep: Class 33 contains 50606 members 
Mstep: Class 34 contains 2830 members 
Mstep: Class 35 contains 7908 members 
Mstep: Class 36 contains 2541 members 
Mstep: Class 37 contains 166660 members 
Mstep: Class 38 contains 9551 members 
Mstep: Class 39 contains 2691 members 
Mstep: Class 40 contains 6613 members 
Mstep: Class 41 contains 2733 members 
Mstep: Class 42 contains 4381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147455104.000000 Penalty: 145698.921875
Iteration 103Q: 43 clusters Score -1.474551e+08 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 53247 members 
Mstep: Class 3 contains 8338 members 
Mstep: Class 4 contains 27525 members 
Mstep: Class 5 contains 9665 members 
Mstep: Class 6 contains 6604 members 
Mstep: Class 7 contains 27208 members 
Mstep: Class 8 contains 1658 members 
Mstep: Class 9 contains 12020 members 
Mstep: Class 10 contains 4941 members 
Mstep: Class 11 contains 38382 members 
Mstep: Class 12 contains 23816 members 
Mstep: Class 13 contains 214260 members 
Mstep: Class 14 contains 43211 members 
Mstep: Class 15 contains 11599 members 
Mstep: Class 16 contains 45474 members 
Mstep: Class 17 contains 13890 members 
Mstep: Class 18 contains 14001 members 
Mstep: Class 19 contains 62597 members 
Mstep: Class 20 contains 11849 members 
Mstep: Class 21 contains 15186 members 
Mstep: Class 22 contains 2807 members 
Mstep: Class 23 contains 8338 members 
Mstep: Class 24 contains 18792 members 
Mstep: Class 25 contains 1947 members 
Mstep: Class 26 contains 192406 members 
Mstep: Class 27 contains 5571 members 
Mstep: Class 28 contains 4160 members 
Mstep: Class 29 contains 43250 members 
Mstep: Class 30 contains 5381 members 
Mstep: Class 31 contains 965 members 
Mstep: Class 32 contains 1886 members 
Mstep: Class 33 contains 50556 members 
Mstep: Class 34 contains 2831 members 
Mstep: Class 35 contains 7913 members 
Mstep: Class 36 contains 2541 members 
Mstep: Class 37 contains 166639 members 
Mstep: Class 38 contains 9535 members 
Mstep: Class 39 contains 2713 members 
Mstep: Class 40 contains 6612 members 
Mstep: Class 41 contains 2741 members 
Mstep: Class 42 contains 4384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147455072.000000 Penalty: 145698.921875
Iteration 104Q: 43 clusters Score -1.474551e+08 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 53252 members 
Mstep: Class 3 contains 8340 members 
Mstep: Class 4 contains 27519 members 
Mstep: Class 5 contains 9659 members 
Mstep: Class 6 contains 6604 members 
Mstep: Class 7 contains 27193 members 
Mstep: Class 8 contains 1659 members 
Mstep: Class 9 contains 12056 members 
Mstep: Class 10 contains 4948 members 
Mstep: Class 11 contains 38384 members 
Mstep: Class 12 contains 23813 members 
Mstep: Class 13 contains 214261 members 
Mstep: Class 14 contains 43193 members 
Mstep: Class 15 contains 11597 members 
Mstep: Class 16 contains 45489 members 
Mstep: Class 17 contains 13895 members 
Mstep: Class 18 contains 14022 members 
Mstep: Class 19 contains 62584 members 
Mstep: Class 20 contains 11846 members 
Mstep: Class 21 contains 15192 members 
Mstep: Class 22 contains 2808 members 
Mstep: Class 23 contains 8333 members 
Mstep: Class 24 contains 18800 members 
Mstep: Class 25 contains 1948 members 
Mstep: Class 26 contains 192390 members 
Mstep: Class 27 contains 5571 members 
Mstep: Class 28 contains 4160 members 
Mstep: Class 29 contains 43248 members 
Mstep: Class 30 contains 5384 members 
Mstep: Class 31 contains 966 members 
Mstep: Class 32 contains 1885 members 
Mstep: Class 33 contains 50509 members 
Mstep: Class 34 contains 2833 members 
Mstep: Class 35 contains 7922 members 
Mstep: Class 36 contains 2541 members 
Mstep: Class 37 contains 166637 members 
Mstep: Class 38 contains 9518 members 
Mstep: Class 39 contains 2733 members 
Mstep: Class 40 contains 6613 members 
Mstep: Class 41 contains 2746 members 
Mstep: Class 42 contains 4390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147455296.000000 Penalty: 145698.921875
Iteration 105Q: 43 clusters Score -1.474553e+08 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 53253 members 
Mstep: Class 3 contains 8339 members 
Mstep: Class 4 contains 27511 members 
Mstep: Class 5 contains 9657 members 
Mstep: Class 6 contains 6604 members 
Mstep: Class 7 contains 27184 members 
Mstep: Class 8 contains 1659 members 
Mstep: Class 9 contains 12086 members 
Mstep: Class 10 contains 4951 members 
Mstep: Class 11 contains 38387 members 
Mstep: Class 12 contains 23808 members 
Mstep: Class 13 contains 214265 members 
Mstep: Class 14 contains 43171 members 
Mstep: Class 15 contains 11602 members 
Mstep: Class 16 contains 45500 members 
Mstep: Class 17 contains 13912 members 
Mstep: Class 18 contains 14043 members 
Mstep: Class 19 contains 62574 members 
Mstep: Class 20 contains 11839 members 
Mstep: Class 21 contains 15200 members 
Mstep: Class 22 contains 2808 members 
Mstep: Class 23 contains 8327 members 
Mstep: Class 24 contains 18811 members 
Mstep: Class 25 contains 1950 members 
Mstep: Class 26 contains 192380 members 
Mstep: Class 27 contains 5571 members 
Mstep: Class 28 contains 4160 members 
Mstep: Class 29 contains 43240 members 
Mstep: Class 30 contains 5388 members 
Mstep: Class 31 contains 968 members 
Mstep: Class 32 contains 1886 members 
Mstep: Class 33 contains 50472 members 
Mstep: Class 34 contains 2827 members 
Mstep: Class 35 contains 7929 members 
Mstep: Class 36 contains 2541 members 
Mstep: Class 37 contains 166621 members 
Mstep: Class 38 contains 9513 members 
Mstep: Class 39 contains 2748 members 
Mstep: Class 40 contains 6615 members 
Mstep: Class 41 contains 2750 members 
Mstep: Class 42 contains 4393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147454896.000000 Penalty: 145698.921875
Iteration 106Q: 43 clusters Score -1.474549e+08 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 53251 members 
Mstep: Class 3 contains 8339 members 
Mstep: Class 4 contains 27507 members 
Mstep: Class 5 contains 9655 members 
Mstep: Class 6 contains 6600 members 
Mstep: Class 7 contains 27180 members 
Mstep: Class 8 contains 1659 members 
Mstep: Class 9 contains 12106 members 
Mstep: Class 10 contains 4957 members 
Mstep: Class 11 contains 38385 members 
Mstep: Class 12 contains 23805 members 
Mstep: Class 13 contains 214274 members 
Mstep: Class 14 contains 43162 members 
Mstep: Class 15 contains 11596 members 
Mstep: Class 16 contains 45511 members 
Mstep: Class 17 contains 13916 members 
Mstep: Class 18 contains 14065 members 
Mstep: Class 19 contains 62554 members 
Mstep: Class 20 contains 11834 members 
Mstep: Class 21 contains 15207 members 
Mstep: Class 22 contains 2808 members 
Mstep: Class 23 contains 8321 members 
Mstep: Class 24 contains 18827 members 
Mstep: Class 25 contains 1952 members 
Mstep: Class 26 contains 192368 members 
Mstep: Class 27 contains 5569 members 
Mstep: Class 28 contains 4160 members 
Mstep: Class 29 contains 43235 members 
Mstep: Class 30 contains 5395 members 
Mstep: Class 31 contains 969 members 
Mstep: Class 32 contains 1885 members 
Mstep: Class 33 contains 50440 members 
Mstep: Class 34 contains 2834 members 
Mstep: Class 35 contains 7940 members 
Mstep: Class 36 contains 2541 members 
Mstep: Class 37 contains 166601 members 
Mstep: Class 38 contains 9507 members 
Mstep: Class 39 contains 2763 members 
Mstep: Class 40 contains 6616 members 
Mstep: Class 41 contains 2754 members 
Mstep: Class 42 contains 4396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147455280.000000 Penalty: 145698.921875
Iteration 107Q: 43 clusters Score -1.474553e+08 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 53248 members 
Mstep: Class 3 contains 8335 members 
Mstep: Class 4 contains 27504 members 
Mstep: Class 5 contains 9646 members 
Mstep: Class 6 contains 6600 members 
Mstep: Class 7 contains 27172 members 
Mstep: Class 8 contains 1653 members 
Mstep: Class 9 contains 12123 members 
Mstep: Class 10 contains 4959 members 
Mstep: Class 11 contains 38380 members 
Mstep: Class 12 contains 23803 members 
Mstep: Class 13 contains 214279 members 
Mstep: Class 14 contains 43148 members 
Mstep: Class 15 contains 11604 members 
Mstep: Class 16 contains 45527 members 
Mstep: Class 17 contains 13923 members 
Mstep: Class 18 contains 14077 members 
Mstep: Class 19 contains 62546 members 
Mstep: Class 20 contains 11829 members 
Mstep: Class 21 contains 15211 members 
Mstep: Class 22 contains 2808 members 
Mstep: Class 23 contains 8317 members 
Mstep: Class 24 contains 18841 members 
Mstep: Class 25 contains 1954 members 
Mstep: Class 26 contains 192358 members 
Mstep: Class 27 contains 5566 members 
Mstep: Class 28 contains 4160 members 
Mstep: Class 29 contains 43235 members 
Mstep: Class 30 contains 5406 members 
Mstep: Class 31 contains 969 members 
Mstep: Class 32 contains 1885 members 
Mstep: Class 33 contains 50401 members 
Mstep: Class 34 contains 2832 members 
Mstep: Class 35 contains 7948 members 
Mstep: Class 36 contains 2542 members 
Mstep: Class 37 contains 166591 members 
Mstep: Class 38 contains 9502 members 
Mstep: Class 39 contains 2781 members 
Mstep: Class 40 contains 6623 members 
Mstep: Class 41 contains 2759 members 
Mstep: Class 42 contains 4399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147454896.000000 Penalty: 145698.921875
Iteration 108Q: 43 clusters Score -1.474549e+08 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 53252 members 
Mstep: Class 3 contains 8335 members 
Mstep: Class 4 contains 27502 members 
Mstep: Class 5 contains 9636 members 
Mstep: Class 6 contains 6596 members 
Mstep: Class 7 contains 27163 members 
Mstep: Class 8 contains 1653 members 
Mstep: Class 9 contains 12135 members 
Mstep: Class 10 contains 4961 members 
Mstep: Class 11 contains 38366 members 
Mstep: Class 12 contains 23802 members 
Mstep: Class 13 contains 214283 members 
Mstep: Class 14 contains 43142 members 
Mstep: Class 15 contains 11595 members 
Mstep: Class 16 contains 45541 members 
Mstep: Class 17 contains 13934 members 
Mstep: Class 18 contains 14087 members 
Mstep: Class 19 contains 62540 members 
Mstep: Class 20 contains 11824 members 
Mstep: Class 21 contains 15213 members 
Mstep: Class 22 contains 2807 members 
Mstep: Class 23 contains 8312 members 
Mstep: Class 24 contains 18853 members 
Mstep: Class 25 contains 1956 members 
Mstep: Class 26 contains 192355 members 
Mstep: Class 27 contains 5567 members 
Mstep: Class 28 contains 4160 members 
Mstep: Class 29 contains 43227 members 
Mstep: Class 30 contains 5412 members 
Mstep: Class 31 contains 969 members 
Mstep: Class 32 contains 1893 members 
Mstep: Class 33 contains 50371 members 
Mstep: Class 34 contains 2833 members 
Mstep: Class 35 contains 7960 members 
Mstep: Class 36 contains 2542 members 
Mstep: Class 37 contains 166581 members 
Mstep: Class 38 contains 9494 members 
Mstep: Class 39 contains 2802 members 
Mstep: Class 40 contains 6629 members 
Mstep: Class 41 contains 2762 members 
Mstep: Class 42 contains 4399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147455200.000000 Penalty: 145698.921875
Iteration 109Q: 43 clusters Score -1.474552e+08 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 53240 members 
Mstep: Class 3 contains 8334 members 
Mstep: Class 4 contains 27503 members 
Mstep: Class 5 contains 9630 members 
Mstep: Class 6 contains 6597 members 
Mstep: Class 7 contains 27154 members 
Mstep: Class 8 contains 1656 members 
Mstep: Class 9 contains 12156 members 
Mstep: Class 10 contains 4966 members 
Mstep: Class 11 contains 38365 members 
Mstep: Class 12 contains 23801 members 
Mstep: Class 13 contains 214289 members 
Mstep: Class 14 contains 43135 members 
Mstep: Class 15 contains 11594 members 
Mstep: Class 16 contains 45551 members 
Mstep: Class 17 contains 13940 members 
Mstep: Class 18 contains 14093 members 
Mstep: Class 19 contains 62533 members 
Mstep: Class 20 contains 11820 members 
Mstep: Class 21 contains 15219 members 
Mstep: Class 22 contains 2808 members 
Mstep: Class 23 contains 8310 members 
Mstep: Class 24 contains 18862 members 
Mstep: Class 25 contains 1959 members 
Mstep: Class 26 contains 192355 members 
Mstep: Class 27 contains 5567 members 
Mstep: Class 28 contains 4160 members 
Mstep: Class 29 contains 43225 members 
Mstep: Class 30 contains 5422 members 
Mstep: Class 31 contains 969 members 
Mstep: Class 32 contains 1897 members 
Mstep: Class 33 contains 50331 members 
Mstep: Class 34 contains 2827 members 
Mstep: Class 35 contains 7968 members 
Mstep: Class 36 contains 2542 members 
Mstep: Class 37 contains 166563 members 
Mstep: Class 38 contains 9489 members 
Mstep: Class 39 contains 2821 members 
Mstep: Class 40 contains 6631 members 
Mstep: Class 41 contains 2763 members 
Mstep: Class 42 contains 4399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147455376.000000 Penalty: 145698.921875
Iteration 110Q: 43 clusters Score -1.474554e+08 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 53231 members 
Mstep: Class 3 contains 8335 members 
Mstep: Class 4 contains 27503 members 
Mstep: Class 5 contains 9621 members 
Mstep: Class 6 contains 6595 members 
Mstep: Class 7 contains 27149 members 
Mstep: Class 8 contains 1655 members 
Mstep: Class 9 contains 12179 members 
Mstep: Class 10 contains 4971 members 
Mstep: Class 11 contains 38363 members 
Mstep: Class 12 contains 23800 members 
Mstep: Class 13 contains 214296 members 
Mstep: Class 14 contains 43118 members 
Mstep: Class 15 contains 11608 members 
Mstep: Class 16 contains 45559 members 
Mstep: Class 17 contains 13948 members 
Mstep: Class 18 contains 14101 members 
Mstep: Class 19 contains 62527 members 
Mstep: Class 20 contains 11814 members 
Mstep: Class 21 contains 15228 members 
Mstep: Class 22 contains 2809 members 
Mstep: Class 23 contains 8310 members 
Mstep: Class 24 contains 18860 members 
Mstep: Class 25 contains 1960 members 
Mstep: Class 26 contains 192354 members 
Mstep: Class 27 contains 5567 members 
Mstep: Class 28 contains 4160 members 
Mstep: Class 29 contains 43224 members 
Mstep: Class 30 contains 5433 members 
Mstep: Class 31 contains 969 members 
Mstep: Class 32 contains 1888 members 
Mstep: Class 33 contains 50288 members 
Mstep: Class 34 contains 2823 members 
Mstep: Class 35 contains 7977 members 
Mstep: Class 36 contains 2542 members 
Mstep: Class 37 contains 166550 members 
Mstep: Class 38 contains 9487 members 
Mstep: Class 39 contains 2845 members 
Mstep: Class 40 contains 6631 members 
Mstep: Class 41 contains 2765 members 
Mstep: Class 42 contains 4401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147455232.000000 Penalty: 145698.921875
Iteration 111Q: 43 clusters Score -1.474552e+08 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 53220 members 
Mstep: Class 3 contains 8335 members 
Mstep: Class 4 contains 27503 members 
Mstep: Class 5 contains 9611 members 
Mstep: Class 6 contains 6594 members 
Mstep: Class 7 contains 27146 members 
Mstep: Class 8 contains 1656 members 
Mstep: Class 9 contains 12198 members 
Mstep: Class 10 contains 4978 members 
Mstep: Class 11 contains 38359 members 
Mstep: Class 12 contains 23799 members 
Mstep: Class 13 contains 214304 members 
Mstep: Class 14 contains 43106 members 
Mstep: Class 15 contains 11606 members 
Mstep: Class 16 contains 45573 members 
Mstep: Class 17 contains 13953 members 
Mstep: Class 18 contains 14105 members 
Mstep: Class 19 contains 62523 members 
Mstep: Class 20 contains 11813 members 
Mstep: Class 21 contains 15235 members 
Mstep: Class 22 contains 2810 members 
Mstep: Class 23 contains 8298 members 
Mstep: Class 24 contains 18853 members 
Mstep: Class 25 contains 1961 members 
Mstep: Class 26 contains 192354 members 
Mstep: Class 27 contains 5566 members 
Mstep: Class 28 contains 4160 members 
Mstep: Class 29 contains 43224 members 
Mstep: Class 30 contains 5446 members 
Mstep: Class 31 contains 969 members 
Mstep: Class 32 contains 1885 members 
Mstep: Class 33 contains 50233 members 
Mstep: Class 34 contains 2827 members 
Mstep: Class 35 contains 7985 members 
Mstep: Class 36 contains 2541 members 
Mstep: Class 37 contains 166547 members 
Mstep: Class 38 contains 9480 members 
Mstep: Class 39 contains 2888 members 
Mstep: Class 40 contains 6632 members 
Mstep: Class 41 contains 2766 members 
Mstep: Class 42 contains 4402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147454816.000000 Penalty: 145698.921875
Iteration 112Q: 43 clusters Score -1.474548e+08 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 53215 members 
Mstep: Class 3 contains 8333 members 
Mstep: Class 4 contains 27502 members 
Mstep: Class 5 contains 9601 members 
Mstep: Class 6 contains 6593 members 
Mstep: Class 7 contains 27143 members 
Mstep: Class 8 contains 1655 members 
Mstep: Class 9 contains 12217 members 
Mstep: Class 10 contains 4987 members 
Mstep: Class 11 contains 38363 members 
Mstep: Class 12 contains 23799 members 
Mstep: Class 13 contains 214304 members 
Mstep: Class 14 contains 43091 members 
Mstep: Class 15 contains 11605 members 
Mstep: Class 16 contains 45579 members 
Mstep: Class 17 contains 13966 members 
Mstep: Class 18 contains 14114 members 
Mstep: Class 19 contains 62519 members 
Mstep: Class 20 contains 11809 members 
Mstep: Class 21 contains 15239 members 
Mstep: Class 22 contains 2811 members 
Mstep: Class 23 contains 8290 members 
Mstep: Class 24 contains 18839 members 
Mstep: Class 25 contains 1964 members 
Mstep: Class 26 contains 192352 members 
Mstep: Class 27 contains 5563 members 
Mstep: Class 28 contains 4160 members 
Mstep: Class 29 contains 43224 members 
Mstep: Class 30 contains 5455 members 
Mstep: Class 31 contains 969 members 
Mstep: Class 32 contains 1885 members 
Mstep: Class 33 contains 50180 members 
Mstep: Class 34 contains 2829 members 
Mstep: Class 35 contains 7992 members 
Mstep: Class 36 contains 2541 members 
Mstep: Class 37 contains 166532 members 
Mstep: Class 38 contains 9473 members 
Mstep: Class 39 contains 2950 members 
Mstep: Class 40 contains 6630 members 
Mstep: Class 41 contains 2767 members 
Mstep: Class 42 contains 4404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147455104.000000 Penalty: 145698.921875
Iteration 113Q: 43 clusters Score -1.474551e+08 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 53212 members 
Mstep: Class 3 contains 8332 members 
Mstep: Class 4 contains 27500 members 
Mstep: Class 5 contains 9587 members 
Mstep: Class 6 contains 6593 members 
Mstep: Class 7 contains 27137 members 
Mstep: Class 8 contains 1653 members 
Mstep: Class 9 contains 12230 members 
Mstep: Class 10 contains 4997 members 
Mstep: Class 11 contains 38353 members 
Mstep: Class 12 contains 23799 members 
Mstep: Class 13 contains 214298 members 
Mstep: Class 14 contains 43073 members 
Mstep: Class 15 contains 11609 members 
Mstep: Class 16 contains 45591 members 
Mstep: Class 17 contains 13973 members 
Mstep: Class 18 contains 14123 members 
Mstep: Class 19 contains 62515 members 
Mstep: Class 20 contains 11805 members 
Mstep: Class 21 contains 15239 members 
Mstep: Class 22 contains 2811 members 
Mstep: Class 23 contains 8273 members 
Mstep: Class 24 contains 18820 members 
Mstep: Class 25 contains 1972 members 
Mstep: Class 26 contains 192353 members 
Mstep: Class 27 contains 5563 members 
Mstep: Class 28 contains 4160 members 
Mstep: Class 29 contains 43215 members 
Mstep: Class 30 contains 5467 members 
Mstep: Class 31 contains 969 members 
Mstep: Class 32 contains 1886 members 
Mstep: Class 33 contains 50139 members 
Mstep: Class 34 contains 2826 members 
Mstep: Class 35 contains 8002 members 
Mstep: Class 36 contains 2541 members 
Mstep: Class 37 contains 166534 members 
Mstep: Class 38 contains 9464 members 
Mstep: Class 39 contains 3028 members 
Mstep: Class 40 contains 6630 members 
Mstep: Class 41 contains 2767 members 
Mstep: Class 42 contains 4405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147455296.000000 Penalty: 145698.921875
Iteration 114Q: 43 clusters Score -1.474553e+08 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 53220 members 
Mstep: Class 3 contains 8330 members 
Mstep: Class 4 contains 27498 members 
Mstep: Class 5 contains 9565 members 
Mstep: Class 6 contains 6592 members 
Mstep: Class 7 contains 27131 members 
Mstep: Class 8 contains 1654 members 
Mstep: Class 9 contains 12236 members 
Mstep: Class 10 contains 4999 members 
Mstep: Class 11 contains 38352 members 
Mstep: Class 12 contains 23798 members 
Mstep: Class 13 contains 214294 members 
Mstep: Class 14 contains 43061 members 
Mstep: Class 15 contains 11609 members 
Mstep: Class 16 contains 45611 members 
Mstep: Class 17 contains 13973 members 
Mstep: Class 18 contains 14127 members 
Mstep: Class 19 contains 62503 members 
Mstep: Class 20 contains 11804 members 
Mstep: Class 21 contains 15240 members 
Mstep: Class 22 contains 2811 members 
Mstep: Class 23 contains 8250 members 
Mstep: Class 24 contains 18813 members 
Mstep: Class 25 contains 1974 members 
Mstep: Class 26 contains 192353 members 
Mstep: Class 27 contains 5562 members 
Mstep: Class 28 contains 4160 members 
Mstep: Class 29 contains 43214 members 
Mstep: Class 30 contains 5482 members 
Mstep: Class 31 contains 969 members 
Mstep: Class 32 contains 1883 members 
Mstep: Class 33 contains 50083 members 
Mstep: Class 34 contains 2828 members 
Mstep: Class 35 contains 8013 members 
Mstep: Class 36 contains 2541 members 
Mstep: Class 37 contains 166528 members 
Mstep: Class 38 contains 9459 members 
Mstep: Class 39 contains 3115 members 
Mstep: Class 40 contains 6633 members 
Mstep: Class 41 contains 2767 members 
Mstep: Class 42 contains 4409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147455472.000000 Penalty: 145698.921875
Iteration 115Q: 43 clusters Score -1.474555e+08 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 53226 members 
Mstep: Class 3 contains 8326 members 
Mstep: Class 4 contains 27498 members 
Mstep: Class 5 contains 9544 members 
Mstep: Class 6 contains 6592 members 
Mstep: Class 7 contains 27122 members 
Mstep: Class 8 contains 1656 members 
Mstep: Class 9 contains 12246 members 
Mstep: Class 10 contains 4998 members 
Mstep: Class 11 contains 38348 members 
Mstep: Class 12 contains 23796 members 
Mstep: Class 13 contains 214296 members 
Mstep: Class 14 contains 43045 members 
Mstep: Class 15 contains 11610 members 
Mstep: Class 16 contains 45625 members 
Mstep: Class 17 contains 13971 members 
Mstep: Class 18 contains 14131 members 
Mstep: Class 19 contains 62496 members 
Mstep: Class 20 contains 11804 members 
Mstep: Class 21 contains 15247 members 
Mstep: Class 22 contains 2811 members 
Mstep: Class 23 contains 8239 members 
Mstep: Class 24 contains 18808 members 
Mstep: Class 25 contains 1976 members 
Mstep: Class 26 contains 192355 members 
Mstep: Class 27 contains 5558 members 
Mstep: Class 28 contains 4160 members 
Mstep: Class 29 contains 43210 members 
Mstep: Class 30 contains 5498 members 
Mstep: Class 31 contains 969 members 
Mstep: Class 32 contains 1883 members 
Mstep: Class 33 contains 50031 members 
Mstep: Class 34 contains 2825 members 
Mstep: Class 35 contains 8026 members 
Mstep: Class 36 contains 2541 members 
Mstep: Class 37 contains 166522 members 
Mstep: Class 38 contains 9452 members 
Mstep: Class 39 contains 3185 members 
Mstep: Class 40 contains 6640 members 
Mstep: Class 41 contains 2767 members 
Mstep: Class 42 contains 4411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147455744.000000 Penalty: 145698.921875
Iteration 116Q: 43 clusters Score -1.474557e+08 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 53235 members 
Mstep: Class 3 contains 8324 members 
Mstep: Class 4 contains 27498 members 
Mstep: Class 5 contains 9533 members 
Mstep: Class 6 contains 6592 members 
Mstep: Class 7 contains 27119 members 
Mstep: Class 8 contains 1655 members 
Mstep: Class 9 contains 12252 members 
Mstep: Class 10 contains 4998 members 
Mstep: Class 11 contains 38349 members 
Mstep: Class 12 contains 23795 members 
Mstep: Class 13 contains 214297 members 
Mstep: Class 14 contains 43038 members 
Mstep: Class 15 contains 11610 members 
Mstep: Class 16 contains 45637 members 
Mstep: Class 17 contains 13969 members 
Mstep: Class 18 contains 14137 members 
Mstep: Class 19 contains 62491 members 
Mstep: Class 20 contains 11804 members 
Mstep: Class 21 contains 15251 members 
Mstep: Class 22 contains 2811 members 
Mstep: Class 23 contains 8224 members 
Mstep: Class 24 contains 18797 members 
Mstep: Class 25 contains 1977 members 
Mstep: Class 26 contains 192354 members 
Mstep: Class 27 contains 5555 members 
Mstep: Class 28 contains 4160 members 
Mstep: Class 29 contains 43205 members 
Mstep: Class 30 contains 5509 members 
Mstep: Class 31 contains 969 members 
Mstep: Class 32 contains 1884 members 
Mstep: Class 33 contains 49977 members 
Mstep: Class 34 contains 2825 members 
Mstep: Class 35 contains 8035 members 
Mstep: Class 36 contains 2541 members 
Mstep: Class 37 contains 166516 members 
Mstep: Class 38 contains 9447 members 
Mstep: Class 39 contains 3251 members 
Mstep: Class 40 contains 6643 members 
Mstep: Class 41 contains 2767 members 
Mstep: Class 42 contains 4413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147455296.000000 Penalty: 145698.921875
Iteration 117Q: 43 clusters Score -1.474553e+08 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 53244 members 
Mstep: Class 3 contains 8324 members 
Mstep: Class 4 contains 27499 members 
Mstep: Class 5 contains 9526 members 
Mstep: Class 6 contains 6592 members 
Mstep: Class 7 contains 27118 members 
Mstep: Class 8 contains 1657 members 
Mstep: Class 9 contains 12263 members 
Mstep: Class 10 contains 5001 members 
Mstep: Class 11 contains 38344 members 
Mstep: Class 12 contains 23794 members 
Mstep: Class 13 contains 214293 members 
Mstep: Class 14 contains 43030 members 
Mstep: Class 15 contains 11593 members 
Mstep: Class 16 contains 45646 members 
Mstep: Class 17 contains 13964 members 
Mstep: Class 18 contains 14140 members 
Mstep: Class 19 contains 62489 members 
Mstep: Class 20 contains 11804 members 
Mstep: Class 21 contains 15256 members 
Mstep: Class 22 contains 2811 members 
Mstep: Class 23 contains 8209 members 
Mstep: Class 24 contains 18787 members 
Mstep: Class 25 contains 1979 members 
Mstep: Class 26 contains 192356 members 
Mstep: Class 27 contains 5554 members 
Mstep: Class 28 contains 4160 members 
Mstep: Class 29 contains 43198 members 
Mstep: Class 30 contains 5518 members 
Mstep: Class 31 contains 969 members 
Mstep: Class 32 contains 1893 members 
Mstep: Class 33 contains 49930 members 
Mstep: Class 34 contains 2831 members 
Mstep: Class 35 contains 8043 members 
Mstep: Class 36 contains 2541 members 
Mstep: Class 37 contains 166512 members 
Mstep: Class 38 contains 9442 members 
Mstep: Class 39 contains 3306 members 
Mstep: Class 40 contains 6646 members 
Mstep: Class 41 contains 2767 members 
Mstep: Class 42 contains 4415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147455776.000000 Penalty: 145698.921875
Iteration 118Q: 43 clusters Score -1.474558e+08 nChanged 263
Entering ConstructFrom: 
Score: -147455776.000000 Penalty: 145698.921875
Entering ConstructFrom: 
Trying to split cluster 1 (752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Entering Unmasked Estep 
Score: -45453.265625 Penalty: 1642.438599
	Iteration 0F: 2 clusters Score -45453.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -44005.320312 Penalty: 3284.877197
	Iteration 0F: 3 clusters Score -44005.32 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -45191.289062 Penalty: 3284.877197
	Iteration 1F: 3 clusters Score -45191.29 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -45948.894531 Penalty: 3284.877197
	Iteration 2F: 3 clusters Score -45948.89 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -46380.601562 Penalty: 3284.877197
	Iteration 3F: 3 clusters Score -46380.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -46839.027344 Penalty: 3284.877197
	Iteration 4F: 3 clusters Score -46839.03 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -47230.925781 Penalty: 3284.877197
	Iteration 5F: 3 clusters Score -47230.93 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -47591.878906 Penalty: 3284.877197
	Iteration 6F: 3 clusters Score -47591.88 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -48221.773438 Penalty: 3284.877197
	Iteration 7F: 3 clusters Score -48221.77 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -48993.871094 Penalty: 3284.877197
	Iteration 8F: 3 clusters Score -48993.87 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -49385.867188 Penalty: 3284.877197
	Iteration 9F: 3 clusters Score -49385.87 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -49590.925781 Penalty: 3284.877197
	Iteration 10Q: 3 clusters Score -49590.93 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -49709.789062 Penalty: 3284.877197
	Iteration 11Q: 3 clusters Score -49709.79 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -49768.941406 Penalty: 3284.877197
	Iteration 12Q: 3 clusters Score -49768.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -49778.851562 Penalty: 3284.877197
	Iteration 13Q: 3 clusters Score -49778.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -49786.175781 Penalty: 3284.877197
	Iteration 14Q: 3 clusters Score -49786.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -49795.378906 Penalty: 3284.877197
	Iteration 15Q: 3 clusters Score -49795.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -49799.699219 Penalty: 3284.877197
	Iteration 16Q: 3 clusters Score -49799.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -49802.910156 Penalty: 3284.877197
	Iteration 17Q: 3 clusters Score -49802.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -49806.687500 Penalty: 3284.877197
	Iteration 18Q: 3 clusters Score -49806.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -49806.687500 Penalty: 3284.877197
	Iteration 19F: 3 clusters Score -49806.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 53249 members 
Mstep: Class 3 contains 8324 members 
Mstep: Class 4 contains 27499 members 
Mstep: Class 5 contains 9519 members 
Mstep: Class 6 contains 6592 members 
Mstep: Class 7 contains 27117 members 
Mstep: Class 8 contains 1657 members 
Mstep: Class 9 contains 12277 members 
Mstep: Class 10 contains 5004 members 
Mstep: Class 11 contains 38338 members 
Mstep: Class 12 contains 23793 members 
Mstep: Class 13 contains 214288 members 
Mstep: Class 14 contains 43025 members 
Mstep: Class 15 contains 11600 members 
Mstep: Class 16 contains 45650 members 
Mstep: Class 17 contains 13960 members 
Mstep: Class 18 contains 14148 members 
Mstep: Class 19 contains 62490 members 
Mstep: Class 20 contains 11804 members 
Mstep: Class 21 contains 15259 members 
Mstep: Class 22 contains 2811 members 
Mstep: Class 23 contains 8205 members 
Mstep: Class 24 contains 18789 members 
Mstep: Class 25 contains 1981 members 
Mstep: Class 26 contains 192354 members 
Mstep: Class 27 contains 5554 members 
Mstep: Class 28 contains 4160 members 
Mstep: Class 29 contains 43193 members 
Mstep: Class 30 contains 5527 members 
Mstep: Class 31 contains 969 members 
Mstep: Class 32 contains 1887 members 
Mstep: Class 33 contains 49889 members 
Mstep: Class 34 contains 2830 members 
Mstep: Class 35 contains 8051 members 
Mstep: Class 36 contains 2541 members 
Mstep: Class 37 contains 166504 members 
Mstep: Class 38 contains 9440 members 
Mstep: Class 39 contains 3334 members 
Mstep: Class 40 contains 6651 members 
Mstep: Class 41 contains 2767 members 
Mstep: Class 42 contains 4414 members 
Mstep: Class 43 contains 478 members 
Entering Unmasked Estep 
Score: -147457680.000000 Penalty: 149167.937500
Splitting cluster 1 changes total score from -147455776.000000 to -147457680.000000
So it's getting split into cluster 43.
Entering ConstructFrom: 
Trying to split cluster 2 (53249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53249 members 
Entering Unmasked Estep 
Score: -6376907.000000 Penalty: 2698.918213
	Iteration 0F: 2 clusters Score -6376907 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26581 members 
Mstep: Class 2 contains 26668 members 
Entering Unmasked Estep 
Score: -6340932.500000 Penalty: 5397.836426
	Iteration 0F: 3 clusters Score -6340932 nChanged 24743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26158 members 
Mstep: Class 2 contains 27091 members 
Entering Unmasked Estep 
Score: -6354918.500000 Penalty: 5397.836426
	Iteration 1F: 3 clusters Score -6354918 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25942 members 
Mstep: Class 2 contains 27307 members 
Entering Unmasked Estep 
Score: -6355770.000000 Penalty: 5397.836426
	Iteration 2Q: 3 clusters Score -6355770 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25653 members 
Mstep: Class 2 contains 27596 members 
Entering Unmasked Estep 
Score: -6356819.500000 Penalty: 5397.836426
	Iteration 3Q: 3 clusters Score -6356820 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25193 members 
Mstep: Class 2 contains 28056 members 
Entering Unmasked Estep 
Score: -6358180.000000 Penalty: 5397.836426
	Iteration 4F: 3 clusters Score -6358180 nChanged 2942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24447 members 
Mstep: Class 2 contains 28802 members 
Entering Unmasked Estep 
Score: -6359877.000000 Penalty: 5397.836426
	Iteration 5F: 3 clusters Score -6359877 nChanged 3226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23399 members 
Mstep: Class 2 contains 29850 members 
Entering Unmasked Estep 
Score: -6361790.500000 Penalty: 5397.836426
	Iteration 6F: 3 clusters Score -6361790 nChanged 3389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22056 members 
Mstep: Class 2 contains 31193 members 
Entering Unmasked Estep 
Score: -6363940.500000 Penalty: 5397.836426
	Iteration 7F: 3 clusters Score -6363940 nChanged 3154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20558 members 
Mstep: Class 2 contains 32691 members 
Entering Unmasked Estep 
Score: -6366028.000000 Penalty: 5397.836426
	Iteration 8F: 3 clusters Score -6366028 nChanged 2753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19151 members 
Mstep: Class 2 contains 34098 members 
Entering Unmasked Estep 
Score: -6367676.500000 Penalty: 5397.836426
	Iteration 9F: 3 clusters Score -6367676 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17853 members 
Mstep: Class 2 contains 35396 members 
Entering Unmasked Estep 
Score: -6368852.000000 Penalty: 5397.836426
	Iteration 10Q: 3 clusters Score -6368852 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16771 members 
Mstep: Class 2 contains 36478 members 
Entering Unmasked Estep 
Score: -6369590.500000 Penalty: 5397.836426
	Iteration 11Q: 3 clusters Score -6369590 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15815 members 
Mstep: Class 2 contains 37434 members 
Entering Unmasked Estep 
Score: -6370063.500000 Penalty: 5397.836426
	Iteration 12Q: 3 clusters Score -6370064 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14923 members 
Mstep: Class 2 contains 38326 members 
Entering Unmasked Estep 
Score: -6370432.500000 Penalty: 5397.836426
	Iteration 13Q: 3 clusters Score -6370432 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14061 members 
Mstep: Class 2 contains 39188 members 
Entering Unmasked Estep 
Score: -6370756.500000 Penalty: 5397.836426
	Iteration 14Q: 3 clusters Score -6370756 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13222 members 
Mstep: Class 2 contains 40027 members 
Entering Unmasked Estep 
Score: -6371037.000000 Penalty: 5397.836426
	Iteration 15Q: 3 clusters Score -6371037 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12355 members 
Mstep: Class 2 contains 40894 members 
Entering Unmasked Estep 
Score: -6371332.500000 Penalty: 5397.836426
	Iteration 16Q: 3 clusters Score -6371332 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11518 members 
Mstep: Class 2 contains 41731 members 
Entering Unmasked Estep 
Score: -6371674.500000 Penalty: 5397.836426
	Iteration 17Q: 3 clusters Score -6371674 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10698 members 
Mstep: Class 2 contains 42551 members 
Entering Unmasked Estep 
Score: -6371955.000000 Penalty: 5397.836426
	Iteration 18Q: 3 clusters Score -6371955 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 43379 members 
Entering Unmasked Estep 
Score: -6372282.000000 Penalty: 5397.836426
	Iteration 19Q: 3 clusters Score -6372282 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9024 members 
Mstep: Class 2 contains 44225 members 
Entering Unmasked Estep 
Score: -6372677.000000 Penalty: 5397.836426
	Iteration 20F: 3 clusters Score -6372677 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 45039 members 
Entering Unmasked Estep 
Score: -6373041.000000 Penalty: 5397.836426
	Iteration 21Q: 3 clusters Score -6373041 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 45869 members 
Entering Unmasked Estep 
Score: -6373477.000000 Penalty: 5397.836426
	Iteration 22Q: 3 clusters Score -6373477 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 46586 members 
Entering Unmasked Estep 
Score: -6373788.000000 Penalty: 5397.836426
	Iteration 23Q: 3 clusters Score -6373788 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 47235 members 
Entering Unmasked Estep 
Score: -6374108.000000 Penalty: 5397.836426
	Iteration 24Q: 3 clusters Score -6374108 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 47754 members 
Entering Unmasked Estep 
Score: -6374352.500000 Penalty: 5397.836426
	Iteration 25Q: 3 clusters Score -6374352 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 48218 members 
Entering Unmasked Estep 
Score: -6374620.500000 Penalty: 5397.836426
	Iteration 26Q: 3 clusters Score -6374620 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 48628 members 
Entering Unmasked Estep 
Score: -6374878.000000 Penalty: 5397.836426
	Iteration 27Q: 3 clusters Score -6374878 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 48949 members 
Entering Unmasked Estep 
Score: -6375151.000000 Penalty: 5397.836426
	Iteration 28Q: 3 clusters Score -6375151 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 49196 members 
Entering Unmasked Estep 
Score: -6375413.000000 Penalty: 5397.836426
	Iteration 29Q: 3 clusters Score -6375413 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 49408 members 
Entering Unmasked Estep 
Score: -6375592.000000 Penalty: 5397.836426
	Iteration 30Q: 3 clusters Score -6375592 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 49569 members 
Entering Unmasked Estep 
Score: -6375697.500000 Penalty: 5397.836426
	Iteration 31Q: 3 clusters Score -6375698 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 49705 members 
Entering Unmasked Estep 
Score: -6375767.500000 Penalty: 5397.836426
	Iteration 32Q: 3 clusters Score -6375768 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 49816 members 
Entering Unmasked Estep 
Score: -6375814.000000 Penalty: 5397.836426
	Iteration 33Q: 3 clusters Score -6375814 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 49917 members 
Entering Unmasked Estep 
Score: -6375854.000000 Penalty: 5397.836426
	Iteration 34Q: 3 clusters Score -6375854 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 50000 members 
Entering Unmasked Estep 
Score: -6375887.500000 Penalty: 5397.836426
	Iteration 35Q: 3 clusters Score -6375888 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 50078 members 
Entering Unmasked Estep 
Score: -6375918.000000 Penalty: 5397.836426
	Iteration 36Q: 3 clusters Score -6375918 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 50140 members 
Entering Unmasked Estep 
Score: -6375937.000000 Penalty: 5397.836426
	Iteration 37Q: 3 clusters Score -6375937 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 50198 members 
Entering Unmasked Estep 
Score: -6375956.500000 Penalty: 5397.836426
	Iteration 38Q: 3 clusters Score -6375956 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 50250 members 
Entering Unmasked Estep 
Score: -6375988.500000 Penalty: 5397.836426
	Iteration 39Q: 3 clusters Score -6375988 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 50298 members 
Entering Unmasked Estep 
Score: -6376003.500000 Penalty: 5397.836426
	Iteration 40F: 3 clusters Score -6376004 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 50329 members 
Entering Unmasked Estep 
Score: -6376016.500000 Penalty: 5397.836426
	Iteration 41Q: 3 clusters Score -6376016 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 50364 members 
Entering Unmasked Estep 
Score: -6376021.000000 Penalty: 5397.836426
	Iteration 42Q: 3 clusters Score -6376021 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 50398 members 
Entering Unmasked Estep 
Score: -6376032.500000 Penalty: 5397.836426
	Iteration 43Q: 3 clusters Score -6376032 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 50431 members 
Entering Unmasked Estep 
Score: -6376046.500000 Penalty: 5397.836426
	Iteration 44Q: 3 clusters Score -6376046 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 50466 members 
Entering Unmasked Estep 
Score: -6376040.500000 Penalty: 5397.836426
	Iteration 45Q: 3 clusters Score -6376040 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 50498 members 
Entering Unmasked Estep 
Score: -6376042.000000 Penalty: 5397.836426
	Iteration 46Q: 3 clusters Score -6376042 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 50519 members 
Entering Unmasked Estep 
Score: -6376052.500000 Penalty: 5397.836426
	Iteration 47Q: 3 clusters Score -6376052 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 50539 members 
Entering Unmasked Estep 
Score: -6376069.000000 Penalty: 5397.836426
	Iteration 48Q: 3 clusters Score -6376069 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 50559 members 
Entering Unmasked Estep 
Score: -6376072.500000 Penalty: 5397.836426
	Iteration 49Q: 3 clusters Score -6376072 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 50576 members 
Entering Unmasked Estep 
Score: -6376075.000000 Penalty: 5397.836426
	Iteration 50Q: 3 clusters Score -6376075 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 50595 members 
Entering Unmasked Estep 
Score: -6376077.000000 Penalty: 5397.836426
	Iteration 51Q: 3 clusters Score -6376077 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 50617 members 
Entering Unmasked Estep 
Score: -6376082.000000 Penalty: 5397.836426
	Iteration 52Q: 3 clusters Score -6376082 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 50646 members 
Entering Unmasked Estep 
Score: -6376087.000000 Penalty: 5397.836426
	Iteration 53Q: 3 clusters Score -6376087 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 50665 members 
Entering Unmasked Estep 
Score: -6376084.500000 Penalty: 5397.836426
	Iteration 54Q: 3 clusters Score -6376084 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 50689 members 
Entering Unmasked Estep 
Score: -6376083.500000 Penalty: 5397.836426
	Iteration 55Q: 3 clusters Score -6376084 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 50704 members 
Entering Unmasked Estep 
Score: -6376085.000000 Penalty: 5397.836426
	Iteration 56Q: 3 clusters Score -6376085 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 50715 members 
Entering Unmasked Estep 
Score: -6376090.000000 Penalty: 5397.836426
	Iteration 57Q: 3 clusters Score -6376090 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 50721 members 
Entering Unmasked Estep 
Score: -6376092.000000 Penalty: 5397.836426
	Iteration 58Q: 3 clusters Score -6376092 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 50725 members 
Entering Unmasked Estep 
Score: -6376106.500000 Penalty: 5397.836426
	Iteration 59Q: 3 clusters Score -6376106 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 50729 members 
Entering Unmasked Estep 
Score: -6376103.000000 Penalty: 5397.836426
	Iteration 60F: 3 clusters Score -6376103 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 50733 members 
Entering Unmasked Estep 
Score: -6376102.500000 Penalty: 5397.836426
	Iteration 61Q: 3 clusters Score -6376102 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 50736 members 
Entering Unmasked Estep 
Score: -6376103.000000 Penalty: 5397.836426
	Iteration 62Q: 3 clusters Score -6376103 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 50739 members 
Entering Unmasked Estep 
Score: -6376107.500000 Penalty: 5397.836426
	Iteration 63Q: 3 clusters Score -6376108 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 50741 members 
Entering Unmasked Estep 
Score: -6376105.500000 Penalty: 5397.836426
	Iteration 64Q: 3 clusters Score -6376106 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 50745 members 
Entering Unmasked Estep 
Score: -6376100.500000 Penalty: 5397.836426
	Iteration 65Q: 3 clusters Score -6376100 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 50748 members 
Entering Unmasked Estep 
Score: -6376104.000000 Penalty: 5397.836426
	Iteration 66Q: 3 clusters Score -6376104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 50751 members 
Entering Unmasked Estep 
Score: -6376107.000000 Penalty: 5397.836426
	Iteration 67Q: 3 clusters Score -6376107 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 50755 members 
Entering Unmasked Estep 
Score: -6376114.000000 Penalty: 5397.836426
	Iteration 68Q: 3 clusters Score -6376114 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 50759 members 
Entering Unmasked Estep 
Score: -6376109.500000 Penalty: 5397.836426
	Iteration 69Q: 3 clusters Score -6376110 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 50761 members 
Entering Unmasked Estep 
Score: -6376112.000000 Penalty: 5397.836426
	Iteration 70Q: 3 clusters Score -6376112 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 50761 members 
Entering Unmasked Estep 
Score: -6376112.000000 Penalty: 5397.836426
	Iteration 71F: 3 clusters Score -6376112 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (8324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Entering Unmasked Estep 
Score: -1029642.562500 Penalty: 2238.670898
	Iteration 0F: 2 clusters Score -1029643 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -1023116.375000 Penalty: 4477.341797
	Iteration 0F: 3 clusters Score -1023116 nChanged 3345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -1024941.812500 Penalty: 4477.341797
	Iteration 1F: 3 clusters Score -1024942 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -1025340.187500 Penalty: 4477.341797
	Iteration 2F: 3 clusters Score -1025340 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -1025758.687500 Penalty: 4477.341797
	Iteration 3F: 3 clusters Score -1025759 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -1026163.500000 Penalty: 4477.341797
	Iteration 4F: 3 clusters Score -1026164 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -1026637.875000 Penalty: 4477.341797
	Iteration 5F: 3 clusters Score -1026638 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -1027172.375000 Penalty: 4477.341797
	Iteration 6F: 3 clusters Score -1027172 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -1027688.500000 Penalty: 4477.341797
	Iteration 7F: 3 clusters Score -1027688 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -1028060.125000 Penalty: 4477.341797
	Iteration 8F: 3 clusters Score -1028060 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -1028270.937500 Penalty: 4477.341797
	Iteration 9Q: 3 clusters Score -1028271 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -1028399.625000 Penalty: 4477.341797
	Iteration 10Q: 3 clusters Score -1028400 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -1028507.625000 Penalty: 4477.341797
	Iteration 11Q: 3 clusters Score -1028508 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -1028606.875000 Penalty: 4477.341797
	Iteration 12Q: 3 clusters Score -1028607 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -1028718.375000 Penalty: 4477.341797
	Iteration 13Q: 3 clusters Score -1028718 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -1028829.187500 Penalty: 4477.341797
	Iteration 14Q: 3 clusters Score -1028829 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -1028976.375000 Penalty: 4477.341797
	Iteration 15Q: 3 clusters Score -1028976 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -1029149.125000 Penalty: 4477.341797
	Iteration 16Q: 3 clusters Score -1029149 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -1029415.875000 Penalty: 4477.341797
	Iteration 17Q: 3 clusters Score -1029416 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -1029684.187500 Penalty: 4477.341797
	Iteration 18Q: 3 clusters Score -1029684 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -1029824.375000 Penalty: 4477.341797
	Iteration 19Q: 3 clusters Score -1029824 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -1029901.125000 Penalty: 4477.341797
	Iteration 20F: 3 clusters Score -1029901 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -1029930.250000 Penalty: 4477.341797
	Iteration 21Q: 3 clusters Score -1029930 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -1029947.250000 Penalty: 4477.341797
	Iteration 22Q: 3 clusters Score -1029947 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -1029958.000000 Penalty: 4477.341797
	Iteration 23Q: 3 clusters Score -1029958 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -1029961.062500 Penalty: 4477.341797
	Iteration 24Q: 3 clusters Score -1029961 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -1029964.250000 Penalty: 4477.341797
	Iteration 25Q: 3 clusters Score -1029964 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -1029966.437500 Penalty: 4477.341797
	Iteration 26Q: 3 clusters Score -1029966 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -1029965.937500 Penalty: 4477.341797
	Iteration 27Q: 3 clusters Score -1029966 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -1029967.750000 Penalty: 4477.341797
	Iteration 28Q: 3 clusters Score -1029968 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -1029968.375000 Penalty: 4477.341797
	Iteration 29Q: 3 clusters Score -1029968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -1029969.625000 Penalty: 4477.341797
	Iteration 30Q: 3 clusters Score -1029970 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -1029969.625000 Penalty: 4477.341797
	Iteration 31F: 3 clusters Score -1029970 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 53249 members 
Mstep: Class 3 contains 4975 members 
Mstep: Class 4 contains 27499 members 
Mstep: Class 5 contains 9519 members 
Mstep: Class 6 contains 6592 members 
Mstep: Class 7 contains 27117 members 
Mstep: Class 8 contains 1657 members 
Mstep: Class 9 contains 12277 members 
Mstep: Class 10 contains 5004 members 
Mstep: Class 11 contains 38338 members 
Mstep: Class 12 contains 23793 members 
Mstep: Class 13 contains 214288 members 
Mstep: Class 14 contains 43025 members 
Mstep: Class 15 contains 11600 members 
Mstep: Class 16 contains 45650 members 
Mstep: Class 17 contains 13960 members 
Mstep: Class 18 contains 14148 members 
Mstep: Class 19 contains 62490 members 
Mstep: Class 20 contains 11804 members 
Mstep: Class 21 contains 15259 members 
Mstep: Class 22 contains 2811 members 
Mstep: Class 23 contains 8205 members 
Mstep: Class 24 contains 18789 members 
Mstep: Class 25 contains 1981 members 
Mstep: Class 26 contains 192354 members 
Mstep: Class 27 contains 5554 members 
Mstep: Class 28 contains 4160 members 
Mstep: Class 29 contains 43193 members 
Mstep: Class 30 contains 5527 members 
Mstep: Class 31 contains 969 members 
Mstep: Class 32 contains 1887 members 
Mstep: Class 33 contains 49889 members 
Mstep: Class 34 contains 2830 members 
Mstep: Class 35 contains 8051 members 
Mstep: Class 36 contains 2541 members 
Mstep: Class 37 contains 166504 members 
Mstep: Class 38 contains 9440 members 
Mstep: Class 39 contains 3334 members 
Mstep: Class 40 contains 6651 members 
Mstep: Class 41 contains 2767 members 
Mstep: Class 42 contains 4414 members 
Mstep: Class 43 contains 478 members 
Mstep: Class 44 contains 3349 members 
Entering Unmasked Estep 
Score: -147456704.000000 Penalty: 152636.968750
Splitting cluster 3 changes total score from -147455776.000000 to -147456704.000000
So it's getting split into cluster 44.
Entering ConstructFrom: 
Trying to split cluster 4 (27499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27499 members 
Entering Unmasked Estep 
Score: -3501171.250000 Penalty: 2535.032471
	Iteration 0F: 2 clusters Score -3501171 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13696 members 
Mstep: Class 2 contains 13803 members 
Entering Unmasked Estep 
Score: -3482282.750000 Penalty: 5070.064941
	Iteration 0F: 3 clusters Score -3482283 nChanged 12304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13484 members 
Mstep: Class 2 contains 14015 members 
Entering Unmasked Estep 
Score: -3488974.000000 Penalty: 5070.064941
	Iteration 1F: 3 clusters Score -3488974 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13225 members 
Mstep: Class 2 contains 14274 members 
Entering Unmasked Estep 
Score: -3489366.500000 Penalty: 5070.064941
	Iteration 2Q: 3 clusters Score -3489366 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12826 members 
Mstep: Class 2 contains 14673 members 
Entering Unmasked Estep 
Score: -3489804.750000 Penalty: 5070.064941
	Iteration 3Q: 3 clusters Score -3489805 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12279 members 
Mstep: Class 2 contains 15220 members 
Entering Unmasked Estep 
Score: -3490330.500000 Penalty: 5070.064941
	Iteration 4Q: 3 clusters Score -3490330 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11498 members 
Mstep: Class 2 contains 16001 members 
Entering Unmasked Estep 
Score: -3491086.000000 Penalty: 5070.064941
	Iteration 5F: 3 clusters Score -3491086 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 17003 members 
Entering Unmasked Estep 
Score: -3492056.000000 Penalty: 5070.064941
	Iteration 6F: 3 clusters Score -3492056 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 18193 members 
Entering Unmasked Estep 
Score: -3493214.250000 Penalty: 5070.064941
	Iteration 7F: 3 clusters Score -3493214 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 19405 members 
Entering Unmasked Estep 
Score: -3494314.500000 Penalty: 5070.064941
	Iteration 8F: 3 clusters Score -3494314 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 20580 members 
Entering Unmasked Estep 
Score: -3495281.000000 Penalty: 5070.064941
	Iteration 9F: 3 clusters Score -3495281 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 21651 members 
Entering Unmasked Estep 
Score: -3496010.250000 Penalty: 5070.064941
	Iteration 10Q: 3 clusters Score -3496010 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 22524 members 
Entering Unmasked Estep 
Score: -3496551.500000 Penalty: 5070.064941
	Iteration 11Q: 3 clusters Score -3496552 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 23302 members 
Entering Unmasked Estep 
Score: -3497001.000000 Penalty: 5070.064941
	Iteration 12Q: 3 clusters Score -3497001 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 23968 members 
Entering Unmasked Estep 
Score: -3497356.000000 Penalty: 5070.064941
	Iteration 13Q: 3 clusters Score -3497356 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 24494 members 
Entering Unmasked Estep 
Score: -3497613.000000 Penalty: 5070.064941
	Iteration 14Q: 3 clusters Score -3497613 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 24919 members 
Entering Unmasked Estep 
Score: -3497822.750000 Penalty: 5070.064941
	Iteration 15Q: 3 clusters Score -3497823 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 25289 members 
Entering Unmasked Estep 
Score: -3498021.250000 Penalty: 5070.064941
	Iteration 16Q: 3 clusters Score -3498021 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 25591 members 
Entering Unmasked Estep 
Score: -3498170.500000 Penalty: 5070.064941
	Iteration 17Q: 3 clusters Score -3498170 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 25865 members 
Entering Unmasked Estep 
Score: -3498339.250000 Penalty: 5070.064941
	Iteration 18Q: 3 clusters Score -3498339 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 26089 members 
Entering Unmasked Estep 
Score: -3498474.000000 Penalty: 5070.064941
	Iteration 19Q: 3 clusters Score -3498474 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 26272 members 
Entering Unmasked Estep 
Score: -3498565.000000 Penalty: 5070.064941
	Iteration 20F: 3 clusters Score -3498565 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 26398 members 
Entering Unmasked Estep 
Score: -3498649.500000 Penalty: 5070.064941
	Iteration 21Q: 3 clusters Score -3498650 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 26507 members 
Entering Unmasked Estep 
Score: -3498728.750000 Penalty: 5070.064941
	Iteration 22Q: 3 clusters Score -3498729 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 26607 members 
Entering Unmasked Estep 
Score: -3498789.500000 Penalty: 5070.064941
	Iteration 23Q: 3 clusters Score -3498790 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 26667 members 
Entering Unmasked Estep 
Score: -3498838.250000 Penalty: 5070.064941
	Iteration 24Q: 3 clusters Score -3498838 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 26731 members 
Entering Unmasked Estep 
Score: -3498893.000000 Penalty: 5070.064941
	Iteration 25Q: 3 clusters Score -3498893 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 26775 members 
Entering Unmasked Estep 
Score: -3498928.500000 Penalty: 5070.064941
	Iteration 26Q: 3 clusters Score -3498928 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 26805 members 
Entering Unmasked Estep 
Score: -3498955.250000 Penalty: 5070.064941
	Iteration 27Q: 3 clusters Score -3498955 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 26829 members 
Entering Unmasked Estep 
Score: -3498967.750000 Penalty: 5070.064941
	Iteration 28Q: 3 clusters Score -3498968 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 26846 members 
Entering Unmasked Estep 
Score: -3498980.500000 Penalty: 5070.064941
	Iteration 29Q: 3 clusters Score -3498980 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 26856 members 
Entering Unmasked Estep 
Score: -3498984.250000 Penalty: 5070.064941
	Iteration 30Q: 3 clusters Score -3498984 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 26868 members 
Entering Unmasked Estep 
Score: -3498989.500000 Penalty: 5070.064941
	Iteration 31Q: 3 clusters Score -3498990 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 26879 members 
Entering Unmasked Estep 
Score: -3499004.500000 Penalty: 5070.064941
	Iteration 32Q: 3 clusters Score -3499004 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 26889 members 
Entering Unmasked Estep 
Score: -3499014.500000 Penalty: 5070.064941
	Iteration 33Q: 3 clusters Score -3499014 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 26895 members 
Entering Unmasked Estep 
Score: -3499023.250000 Penalty: 5070.064941
	Iteration 34Q: 3 clusters Score -3499023 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 26906 members 
Entering Unmasked Estep 
Score: -3499024.250000 Penalty: 5070.064941
	Iteration 35Q: 3 clusters Score -3499024 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 26909 members 
Entering Unmasked Estep 
Score: -3499028.000000 Penalty: 5070.064941
	Iteration 36Q: 3 clusters Score -3499028 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 26910 members 
Entering Unmasked Estep 
Score: -3499029.500000 Penalty: 5070.064941
	Iteration 37Q: 3 clusters Score -3499030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 26913 members 
Entering Unmasked Estep 
Score: -3499026.750000 Penalty: 5070.064941
	Iteration 38Q: 3 clusters Score -3499027 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 26914 members 
Entering Unmasked Estep 
Score: -3499029.500000 Penalty: 5070.064941
	Iteration 39Q: 3 clusters Score -3499030 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 26916 members 
Entering Unmasked Estep 
Score: -3499030.250000 Penalty: 5070.064941
	Iteration 40F: 3 clusters Score -3499030 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 26918 members 
Entering Unmasked Estep 
Score: -3499035.250000 Penalty: 5070.064941
	Iteration 41Q: 3 clusters Score -3499035 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 26920 members 
Entering Unmasked Estep 
Score: -3499038.750000 Penalty: 5070.064941
	Iteration 42Q: 3 clusters Score -3499039 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 26922 members 
Entering Unmasked Estep 
Score: -3499037.250000 Penalty: 5070.064941
	Iteration 43Q: 3 clusters Score -3499037 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 26926 members 
Entering Unmasked Estep 
Score: -3499049.500000 Penalty: 5070.064941
	Iteration 44Q: 3 clusters Score -3499050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 26929 members 
Entering Unmasked Estep 
Score: -3499051.500000 Penalty: 5070.064941
	Iteration 45Q: 3 clusters Score -3499052 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 26934 members 
Entering Unmasked Estep 
Score: -3499053.000000 Penalty: 5070.064941
	Iteration 46Q: 3 clusters Score -3499053 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 26935 members 
Entering Unmasked Estep 
Score: -3499057.250000 Penalty: 5070.064941
	Iteration 47Q: 3 clusters Score -3499057 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 26938 members 
Entering Unmasked Estep 
Score: -3499056.250000 Penalty: 5070.064941
	Iteration 48Q: 3 clusters Score -3499056 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 26937 members 
Entering Unmasked Estep 
Score: -3499058.250000 Penalty: 5070.064941
	Iteration 49Q: 3 clusters Score -3499058 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 26937 members 
Entering Unmasked Estep 
Score: -3499058.250000 Penalty: 5070.064941
	Iteration 50F: 3 clusters Score -3499058 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (9519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Entering Unmasked Estep 
Score: -1088860.500000 Penalty: 2271.939209
	Iteration 0F: 2 clusters Score -1088860 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -1081582.625000 Penalty: 4543.878418
	Iteration 0F: 3 clusters Score -1081583 nChanged 3927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -1083881.625000 Penalty: 4543.878418
	Iteration 1F: 3 clusters Score -1083882 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -1084402.375000 Penalty: 4543.878418
	Iteration 2F: 3 clusters Score -1084402 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -1084899.375000 Penalty: 4543.878418
	Iteration 3F: 3 clusters Score -1084899 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -1085297.375000 Penalty: 4543.878418
	Iteration 4F: 3 clusters Score -1085297 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -1085615.125000 Penalty: 4543.878418
	Iteration 5Q: 3 clusters Score -1085615 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -1085882.500000 Penalty: 4543.878418
	Iteration 6Q: 3 clusters Score -1085882 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -1086109.250000 Penalty: 4543.878418
	Iteration 7Q: 3 clusters Score -1086109 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -1086287.875000 Penalty: 4543.878418
	Iteration 8Q: 3 clusters Score -1086288 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -1086439.375000 Penalty: 4543.878418
	Iteration 9Q: 3 clusters Score -1086439 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -1086542.125000 Penalty: 4543.878418
	Iteration 10Q: 3 clusters Score -1086542 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -1086623.625000 Penalty: 4543.878418
	Iteration 11Q: 3 clusters Score -1086624 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -1086699.125000 Penalty: 4543.878418
	Iteration 12Q: 3 clusters Score -1086699 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -1086757.750000 Penalty: 4543.878418
	Iteration 13Q: 3 clusters Score -1086758 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -1086808.250000 Penalty: 4543.878418
	Iteration 14Q: 3 clusters Score -1086808 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -1086852.250000 Penalty: 4543.878418
	Iteration 15Q: 3 clusters Score -1086852 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -1086898.250000 Penalty: 4543.878418
	Iteration 16Q: 3 clusters Score -1086898 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -1086946.750000 Penalty: 4543.878418
	Iteration 17Q: 3 clusters Score -1086947 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -1086985.000000 Penalty: 4543.878418
	Iteration 18Q: 3 clusters Score -1086985 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -1087013.625000 Penalty: 4543.878418
	Iteration 19Q: 3 clusters Score -1087014 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -1087028.625000 Penalty: 4543.878418
	Iteration 20F: 3 clusters Score -1087029 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -1087044.500000 Penalty: 4543.878418
	Iteration 21Q: 3 clusters Score -1087044 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -1087058.000000 Penalty: 4543.878418
	Iteration 22Q: 3 clusters Score -1087058 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -1087071.375000 Penalty: 4543.878418
	Iteration 23Q: 3 clusters Score -1087071 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -1087079.875000 Penalty: 4543.878418
	Iteration 24Q: 3 clusters Score -1087080 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -1087094.875000 Penalty: 4543.878418
	Iteration 25Q: 3 clusters Score -1087095 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -1087104.250000 Penalty: 4543.878418
	Iteration 26Q: 3 clusters Score -1087104 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -1087106.125000 Penalty: 4543.878418
	Iteration 27Q: 3 clusters Score -1087106 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -1087120.000000 Penalty: 4543.878418
	Iteration 28Q: 3 clusters Score -1087120 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -1087130.875000 Penalty: 4543.878418
	Iteration 29Q: 3 clusters Score -1087131 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -1087147.375000 Penalty: 4543.878418
	Iteration 30Q: 3 clusters Score -1087147 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -1087162.375000 Penalty: 4543.878418
	Iteration 31Q: 3 clusters Score -1087162 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -1087172.250000 Penalty: 4543.878418
	Iteration 32Q: 3 clusters Score -1087172 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -1087178.875000 Penalty: 4543.878418
	Iteration 33Q: 3 clusters Score -1087179 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -1087189.625000 Penalty: 4543.878418
	Iteration 34Q: 3 clusters Score -1087190 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -1087202.875000 Penalty: 4543.878418
	Iteration 35Q: 3 clusters Score -1087203 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -1087210.000000 Penalty: 4543.878418
	Iteration 36Q: 3 clusters Score -1087210 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -1087217.875000 Penalty: 4543.878418
	Iteration 37Q: 3 clusters Score -1087218 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -1087222.875000 Penalty: 4543.878418
	Iteration 38Q: 3 clusters Score -1087223 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -1087228.500000 Penalty: 4543.878418
	Iteration 39Q: 3 clusters Score -1087228 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -1087238.750000 Penalty: 4543.878418
	Iteration 40F: 3 clusters Score -1087239 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -1087240.500000 Penalty: 4543.878418
	Iteration 41Q: 3 clusters Score -1087240 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -1087245.375000 Penalty: 4543.878418
	Iteration 42Q: 3 clusters Score -1087245 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -1087247.125000 Penalty: 4543.878418
	Iteration 43Q: 3 clusters Score -1087247 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -1087253.250000 Penalty: 4543.878418
	Iteration 44Q: 3 clusters Score -1087253 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -1087261.250000 Penalty: 4543.878418
	Iteration 45Q: 3 clusters Score -1087261 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -1087270.500000 Penalty: 4543.878418
	Iteration 46Q: 3 clusters Score -1087270 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -1087277.375000 Penalty: 4543.878418
	Iteration 47Q: 3 clusters Score -1087277 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -1087280.500000 Penalty: 4543.878418
	Iteration 48Q: 3 clusters Score -1087280 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -1087288.125000 Penalty: 4543.878418
	Iteration 49Q: 3 clusters Score -1087288 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -1087293.500000 Penalty: 4543.878418
	Iteration 50Q: 3 clusters Score -1087294 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -1087300.500000 Penalty: 4543.878418
	Iteration 51Q: 3 clusters Score -1087300 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -1087306.625000 Penalty: 4543.878418
	Iteration 52Q: 3 clusters Score -1087307 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -1087315.750000 Penalty: 4543.878418
	Iteration 53Q: 3 clusters Score -1087316 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -1087318.625000 Penalty: 4543.878418
	Iteration 54Q: 3 clusters Score -1087319 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -1087321.750000 Penalty: 4543.878418
	Iteration 55Q: 3 clusters Score -1087322 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -1087322.750000 Penalty: 4543.878418
	Iteration 56Q: 3 clusters Score -1087323 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -1087324.500000 Penalty: 4543.878418
	Iteration 57Q: 3 clusters Score -1087324 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -1087326.000000 Penalty: 4543.878418
	Iteration 58Q: 3 clusters Score -1087326 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -1087326.625000 Penalty: 4543.878418
	Iteration 59Q: 3 clusters Score -1087327 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -1087330.500000 Penalty: 4543.878418
	Iteration 60F: 3 clusters Score -1087330 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -1087328.375000 Penalty: 4543.878418
	Iteration 61Q: 3 clusters Score -1087328 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -1087328.000000 Penalty: 4543.878418
	Iteration 62Q: 3 clusters Score -1087328 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -1087334.375000 Penalty: 4543.878418
	Iteration 63Q: 3 clusters Score -1087334 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -1087331.250000 Penalty: 4543.878418
	Iteration 64Q: 3 clusters Score -1087331 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -1087332.375000 Penalty: 4543.878418
	Iteration 65Q: 3 clusters Score -1087332 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -1087332.750000 Penalty: 4543.878418
	Iteration 66Q: 3 clusters Score -1087333 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -1087331.125000 Penalty: 4543.878418
	Iteration 67Q: 3 clusters Score -1087331 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -1087333.375000 Penalty: 4543.878418
	Iteration 68Q: 3 clusters Score -1087333 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -1087332.000000 Penalty: 4543.878418
	Iteration 69Q: 3 clusters Score -1087332 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -1087332.875000 Penalty: 4543.878418
	Iteration 70Q: 3 clusters Score -1087333 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -1087335.250000 Penalty: 4543.878418
	Iteration 71Q: 3 clusters Score -1087335 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -1087331.625000 Penalty: 4543.878418
	Iteration 72Q: 3 clusters Score -1087332 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -1087333.750000 Penalty: 4543.878418
	Iteration 73Q: 3 clusters Score -1087334 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -1087333.750000 Penalty: 4543.878418
	Iteration 74F: 3 clusters Score -1087334 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Entering Unmasked Estep 
Score: -803739.062500 Penalty: 2180.815918
	Iteration 0F: 2 clusters Score -803739.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -798249.125000 Penalty: 4361.631836
	Iteration 0F: 3 clusters Score -798249.1 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -799734.687500 Penalty: 4361.631836
	Iteration 1F: 3 clusters Score -799734.7 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -800079.812500 Penalty: 4361.631836
	Iteration 2F: 3 clusters Score -800079.8 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -800399.687500 Penalty: 4361.631836
	Iteration 3F: 3 clusters Score -800399.7 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -800657.562500 Penalty: 4361.631836
	Iteration 4F: 3 clusters Score -800657.6 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -800938.875000 Penalty: 4361.631836
	Iteration 5Q: 3 clusters Score -800938.9 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -801301.687500 Penalty: 4361.631836
	Iteration 6F: 3 clusters Score -801301.7 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -801746.187500 Penalty: 4361.631836
	Iteration 7F: 3 clusters Score -801746.2 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -802131.312500 Penalty: 4361.631836
	Iteration 8F: 3 clusters Score -802131.3 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -802370.875000 Penalty: 4361.631836
	Iteration 9Q: 3 clusters Score -802370.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -802535.312500 Penalty: 4361.631836
	Iteration 10Q: 3 clusters Score -802535.3 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -802692.375000 Penalty: 4361.631836
	Iteration 11Q: 3 clusters Score -802692.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -802895.875000 Penalty: 4361.631836
	Iteration 12Q: 3 clusters Score -802895.9 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -803220.625000 Penalty: 4361.631836
	Iteration 13Q: 3 clusters Score -803220.6 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -803747.187500 Penalty: 4361.631836
	Iteration 14Q: 3 clusters Score -803747.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -804390.500000 Penalty: 4361.631836
	Iteration 15Q: 3 clusters Score -804390.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -804695.625000 Penalty: 4361.631836
	Iteration 16Q: 3 clusters Score -804695.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -804748.437500 Penalty: 4361.631836
	Iteration 17Q: 3 clusters Score -804748.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -804758.250000 Penalty: 4361.631836
	Iteration 18Q: 3 clusters Score -804758.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -804758.875000 Penalty: 4361.631836
	Iteration 19Q: 3 clusters Score -804758.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -804759.187500 Penalty: 4361.631836
	Iteration 20F: 3 clusters Score -804759.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 53249 members 
Mstep: Class 3 contains 4975 members 
Mstep: Class 4 contains 27499 members 
Mstep: Class 5 contains 9519 members 
Mstep: Class 6 contains 4547 members 
Mstep: Class 7 contains 27117 members 
Mstep: Class 8 contains 1657 members 
Mstep: Class 9 contains 12277 members 
Mstep: Class 10 contains 5004 members 
Mstep: Class 11 contains 38338 members 
Mstep: Class 12 contains 23793 members 
Mstep: Class 13 contains 214288 members 
Mstep: Class 14 contains 43025 members 
Mstep: Class 15 contains 11600 members 
Mstep: Class 16 contains 45650 members 
Mstep: Class 17 contains 13960 members 
Mstep: Class 18 contains 14148 members 
Mstep: Class 19 contains 62490 members 
Mstep: Class 20 contains 11804 members 
Mstep: Class 21 contains 15259 members 
Mstep: Class 22 contains 2811 members 
Mstep: Class 23 contains 8205 members 
Mstep: Class 24 contains 18789 members 
Mstep: Class 25 contains 1981 members 
Mstep: Class 26 contains 192354 members 
Mstep: Class 27 contains 5554 members 
Mstep: Class 28 contains 4160 members 
Mstep: Class 29 contains 43193 members 
Mstep: Class 30 contains 5527 members 
Mstep: Class 31 contains 969 members 
Mstep: Class 32 contains 1887 members 
Mstep: Class 33 contains 49889 members 
Mstep: Class 34 contains 2830 members 
Mstep: Class 35 contains 8051 members 
Mstep: Class 36 contains 2541 members 
Mstep: Class 37 contains 166504 members 
Mstep: Class 38 contains 9440 members 
Mstep: Class 39 contains 3334 members 
Mstep: Class 40 contains 6651 members 
Mstep: Class 41 contains 2767 members 
Mstep: Class 42 contains 4414 members 
Mstep: Class 43 contains 478 members 
Mstep: Class 44 contains 3349 members 
Mstep: Class 45 contains 2045 members 
Entering Unmasked Estep 
Score: -147456768.000000 Penalty: 156105.984375
Splitting cluster 6 changes total score from -147455776.000000 to -147456768.000000
So it's getting split into cluster 45.
Entering ConstructFrom: 
Trying to split cluster 7 (27117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27117 members 
Entering Unmasked Estep 
Score: -3456676.750000 Penalty: 2531.563232
	Iteration 0F: 2 clusters Score -3456677 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13455 members 
Mstep: Class 2 contains 13662 members 
Entering Unmasked Estep 
Score: -3438043.750000 Penalty: 5063.126465
	Iteration 0F: 3 clusters Score -3438044 nChanged 12201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12968 members 
Mstep: Class 2 contains 14149 members 
Entering Unmasked Estep 
Score: -3444824.250000 Penalty: 5063.126465
	Iteration 1F: 3 clusters Score -3444824 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12616 members 
Mstep: Class 2 contains 14501 members 
Entering Unmasked Estep 
Score: -3445493.500000 Penalty: 5063.126465
	Iteration 2F: 3 clusters Score -3445494 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12114 members 
Mstep: Class 2 contains 15003 members 
Entering Unmasked Estep 
Score: -3446291.750000 Penalty: 5063.126465
	Iteration 3F: 3 clusters Score -3446292 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11501 members 
Mstep: Class 2 contains 15616 members 
Entering Unmasked Estep 
Score: -3447251.250000 Penalty: 5063.126465
	Iteration 4F: 3 clusters Score -3447251 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10664 members 
Mstep: Class 2 contains 16453 members 
Entering Unmasked Estep 
Score: -3448424.500000 Penalty: 5063.126465
	Iteration 5F: 3 clusters Score -3448424 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 17473 members 
Entering Unmasked Estep 
Score: -3449842.250000 Penalty: 5063.126465
	Iteration 6F: 3 clusters Score -3449842 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 18603 members 
Entering Unmasked Estep 
Score: -3451257.500000 Penalty: 5063.126465
	Iteration 7F: 3 clusters Score -3451258 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 19736 members 
Entering Unmasked Estep 
Score: -3452532.250000 Penalty: 5063.126465
	Iteration 8F: 3 clusters Score -3452532 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 20672 members 
Entering Unmasked Estep 
Score: -3453590.000000 Penalty: 5063.126465
	Iteration 9Q: 3 clusters Score -3453590 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 21427 members 
Entering Unmasked Estep 
Score: -3454364.750000 Penalty: 5063.126465
	Iteration 10Q: 3 clusters Score -3454365 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 21997 members 
Entering Unmasked Estep 
Score: -3454826.750000 Penalty: 5063.126465
	Iteration 11Q: 3 clusters Score -3454827 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 22424 members 
Entering Unmasked Estep 
Score: -3455111.250000 Penalty: 5063.126465
	Iteration 12Q: 3 clusters Score -3455111 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 22776 members 
Entering Unmasked Estep 
Score: -3455285.750000 Penalty: 5063.126465
	Iteration 13Q: 3 clusters Score -3455286 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 23058 members 
Entering Unmasked Estep 
Score: -3455403.250000 Penalty: 5063.126465
	Iteration 14Q: 3 clusters Score -3455403 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 23289 members 
Entering Unmasked Estep 
Score: -3455481.000000 Penalty: 5063.126465
	Iteration 15Q: 3 clusters Score -3455481 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 23473 members 
Entering Unmasked Estep 
Score: -3455553.500000 Penalty: 5063.126465
	Iteration 16Q: 3 clusters Score -3455554 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 23636 members 
Entering Unmasked Estep 
Score: -3455616.000000 Penalty: 5063.126465
	Iteration 17Q: 3 clusters Score -3455616 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 23747 members 
Entering Unmasked Estep 
Score: -3455645.500000 Penalty: 5063.126465
	Iteration 18Q: 3 clusters Score -3455646 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 23854 members 
Entering Unmasked Estep 
Score: -3455671.250000 Penalty: 5063.126465
	Iteration 19Q: 3 clusters Score -3455671 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 23944 members 
Entering Unmasked Estep 
Score: -3455693.750000 Penalty: 5063.126465
	Iteration 20F: 3 clusters Score -3455694 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 24030 members 
Entering Unmasked Estep 
Score: -3455714.000000 Penalty: 5063.126465
	Iteration 21Q: 3 clusters Score -3455714 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 24105 members 
Entering Unmasked Estep 
Score: -3455737.750000 Penalty: 5063.126465
	Iteration 22Q: 3 clusters Score -3455738 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 24166 members 
Entering Unmasked Estep 
Score: -3455758.500000 Penalty: 5063.126465
	Iteration 23Q: 3 clusters Score -3455758 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 24224 members 
Entering Unmasked Estep 
Score: -3455757.250000 Penalty: 5063.126465
	Iteration 24Q: 3 clusters Score -3455757 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 24277 members 
Entering Unmasked Estep 
Score: -3455776.000000 Penalty: 5063.126465
	Iteration 25Q: 3 clusters Score -3455776 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 24318 members 
Entering Unmasked Estep 
Score: -3455783.000000 Penalty: 5063.126465
	Iteration 26Q: 3 clusters Score -3455783 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 24361 members 
Entering Unmasked Estep 
Score: -3455792.500000 Penalty: 5063.126465
	Iteration 27Q: 3 clusters Score -3455792 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 24397 members 
Entering Unmasked Estep 
Score: -3455801.000000 Penalty: 5063.126465
	Iteration 28Q: 3 clusters Score -3455801 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 24426 members 
Entering Unmasked Estep 
Score: -3455804.250000 Penalty: 5063.126465
	Iteration 29Q: 3 clusters Score -3455804 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 24449 members 
Entering Unmasked Estep 
Score: -3455812.500000 Penalty: 5063.126465
	Iteration 30Q: 3 clusters Score -3455812 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 24459 members 
Entering Unmasked Estep 
Score: -3455815.250000 Penalty: 5063.126465
	Iteration 31Q: 3 clusters Score -3455815 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 24467 members 
Entering Unmasked Estep 
Score: -3455814.250000 Penalty: 5063.126465
	Iteration 32Q: 3 clusters Score -3455814 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 24479 members 
Entering Unmasked Estep 
Score: -3455817.250000 Penalty: 5063.126465
	Iteration 33Q: 3 clusters Score -3455817 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 24489 members 
Entering Unmasked Estep 
Score: -3455809.000000 Penalty: 5063.126465
	Iteration 34Q: 3 clusters Score -3455809 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 24493 members 
Entering Unmasked Estep 
Score: -3455808.500000 Penalty: 5063.126465
	Iteration 35Q: 3 clusters Score -3455808 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 24501 members 
Entering Unmasked Estep 
Score: -3455809.750000 Penalty: 5063.126465
	Iteration 36Q: 3 clusters Score -3455810 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 24506 members 
Entering Unmasked Estep 
Score: -3455817.500000 Penalty: 5063.126465
	Iteration 37Q: 3 clusters Score -3455818 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 24510 members 
Entering Unmasked Estep 
Score: -3455822.250000 Penalty: 5063.126465
	Iteration 38Q: 3 clusters Score -3455822 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 24514 members 
Entering Unmasked Estep 
Score: -3455816.500000 Penalty: 5063.126465
	Iteration 39Q: 3 clusters Score -3455816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 24517 members 
Entering Unmasked Estep 
Score: -3455818.250000 Penalty: 5063.126465
	Iteration 40F: 3 clusters Score -3455818 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 24518 members 
Entering Unmasked Estep 
Score: -3455820.500000 Penalty: 5063.126465
	Iteration 41Q: 3 clusters Score -3455820 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 24520 members 
Entering Unmasked Estep 
Score: -3455821.250000 Penalty: 5063.126465
	Iteration 42Q: 3 clusters Score -3455821 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 24520 members 
Entering Unmasked Estep 
Score: -3455821.250000 Penalty: 5063.126465
	Iteration 43F: 3 clusters Score -3455821 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Entering Unmasked Estep 
Score: -210422.578125 Penalty: 1838.365479
	Iteration 0F: 2 clusters Score -210422.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -208530.453125 Penalty: 3676.730957
	Iteration 0F: 3 clusters Score -208530.5 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -210938.687500 Penalty: 3676.730957
	Iteration 1F: 3 clusters Score -210938.7 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -212585.437500 Penalty: 3676.730957
	Iteration 2F: 3 clusters Score -212585.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -213369.140625 Penalty: 3676.730957
	Iteration 3F: 3 clusters Score -213369.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -213719.000000 Penalty: 3676.730957
	Iteration 4Q: 3 clusters Score -213719 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -214013.281250 Penalty: 3676.730957
	Iteration 5Q: 3 clusters Score -214013.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -214101.046875 Penalty: 3676.730957
	Iteration 6Q: 3 clusters Score -214101 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -214126.921875 Penalty: 3676.730957
	Iteration 7Q: 3 clusters Score -214126.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -214152.015625 Penalty: 3676.730957
	Iteration 8Q: 3 clusters Score -214152 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -214178.015625 Penalty: 3676.730957
	Iteration 9Q: 3 clusters Score -214178 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -214183.796875 Penalty: 3676.730957
	Iteration 10Q: 3 clusters Score -214183.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -214198.843750 Penalty: 3676.730957
	Iteration 11Q: 3 clusters Score -214198.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -214212.171875 Penalty: 3676.730957
	Iteration 12Q: 3 clusters Score -214212.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -214223.296875 Penalty: 3676.730957
	Iteration 13Q: 3 clusters Score -214223.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -214248.093750 Penalty: 3676.730957
	Iteration 14Q: 3 clusters Score -214248.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -214260.984375 Penalty: 3676.730957
	Iteration 15Q: 3 clusters Score -214261 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -214283.156250 Penalty: 3676.730957
	Iteration 16Q: 3 clusters Score -214283.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -214296.734375 Penalty: 3676.730957
	Iteration 17Q: 3 clusters Score -214296.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -214305.750000 Penalty: 3676.730957
	Iteration 18Q: 3 clusters Score -214305.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -214315.171875 Penalty: 3676.730957
	Iteration 19Q: 3 clusters Score -214315.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -214327.625000 Penalty: 3676.730957
	Iteration 20F: 3 clusters Score -214327.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -214352.968750 Penalty: 3676.730957
	Iteration 21Q: 3 clusters Score -214353 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -214362.390625 Penalty: 3676.730957
	Iteration 22Q: 3 clusters Score -214362.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -214385.328125 Penalty: 3676.730957
	Iteration 23Q: 3 clusters Score -214385.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -214496.250000 Penalty: 3676.730957
	Iteration 24Q: 3 clusters Score -214496.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -214751.328125 Penalty: 3676.730957
	Iteration 25Q: 3 clusters Score -214751.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -214875.062500 Penalty: 3676.730957
	Iteration 26Q: 3 clusters Score -214875.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -214991.781250 Penalty: 3676.730957
	Iteration 27Q: 3 clusters Score -214991.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -215034.812500 Penalty: 3676.730957
	Iteration 28Q: 3 clusters Score -215034.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -215072.203125 Penalty: 3676.730957
	Iteration 29Q: 3 clusters Score -215072.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -215085.390625 Penalty: 3676.730957
	Iteration 30Q: 3 clusters Score -215085.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -215104.718750 Penalty: 3676.730957
	Iteration 31Q: 3 clusters Score -215104.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -215121.875000 Penalty: 3676.730957
	Iteration 32Q: 3 clusters Score -215121.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -215123.875000 Penalty: 3676.730957
	Iteration 33Q: 3 clusters Score -215123.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -215123.875000 Penalty: 3676.730957
	Iteration 34F: 3 clusters Score -215123.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 53249 members 
Mstep: Class 3 contains 4975 members 
Mstep: Class 4 contains 27499 members 
Mstep: Class 5 contains 9519 members 
Mstep: Class 6 contains 4547 members 
Mstep: Class 7 contains 27117 members 
Mstep: Class 8 contains 635 members 
Mstep: Class 9 contains 12277 members 
Mstep: Class 10 contains 5004 members 
Mstep: Class 11 contains 38338 members 
Mstep: Class 12 contains 23793 members 
Mstep: Class 13 contains 214288 members 
Mstep: Class 14 contains 43025 members 
Mstep: Class 15 contains 11600 members 
Mstep: Class 16 contains 45650 members 
Mstep: Class 17 contains 13960 members 
Mstep: Class 18 contains 14148 members 
Mstep: Class 19 contains 62490 members 
Mstep: Class 20 contains 11804 members 
Mstep: Class 21 contains 15259 members 
Mstep: Class 22 contains 2811 members 
Mstep: Class 23 contains 8205 members 
Mstep: Class 24 contains 18789 members 
Mstep: Class 25 contains 1981 members 
Mstep: Class 26 contains 192354 members 
Mstep: Class 27 contains 5554 members 
Mstep: Class 28 contains 4160 members 
Mstep: Class 29 contains 43193 members 
Mstep: Class 30 contains 5527 members 
Mstep: Class 31 contains 969 members 
Mstep: Class 32 contains 1887 members 
Mstep: Class 33 contains 49889 members 
Mstep: Class 34 contains 2830 members 
Mstep: Class 35 contains 8051 members 
Mstep: Class 36 contains 2541 members 
Mstep: Class 37 contains 166504 members 
Mstep: Class 38 contains 9440 members 
Mstep: Class 39 contains 3334 members 
Mstep: Class 40 contains 6651 members 
Mstep: Class 41 contains 2767 members 
Mstep: Class 42 contains 4414 members 
Mstep: Class 43 contains 478 members 
Mstep: Class 44 contains 3349 members 
Mstep: Class 45 contains 2045 members 
Mstep: Class 46 contains 1022 members 
Entering Unmasked Estep 
Score: -147459680.000000 Penalty: 159575.000000
Splitting cluster 8 changes total score from -147455776.000000 to -147459680.000000
So it's getting split into cluster 46.
Entering ConstructFrom: 
Trying to split cluster 9 (12277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12277 members 
Entering Unmasked Estep 
Score: -1545336.000000 Penalty: 2335.039551
	Iteration 0F: 2 clusters Score -1545336 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -1536184.500000 Penalty: 4670.079102
	Iteration 0F: 3 clusters Score -1536184 nChanged 5201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -1539025.500000 Penalty: 4670.079102
	Iteration 1F: 3 clusters Score -1539026 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -1539413.000000 Penalty: 4670.079102
	Iteration 2F: 3 clusters Score -1539413 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -1539718.750000 Penalty: 4670.079102
	Iteration 3F: 3 clusters Score -1539719 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -1540007.750000 Penalty: 4670.079102
	Iteration 4Q: 3 clusters Score -1540008 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -1540282.125000 Penalty: 4670.079102
	Iteration 5Q: 3 clusters Score -1540282 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -1540541.250000 Penalty: 4670.079102
	Iteration 6Q: 3 clusters Score -1540541 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -1540763.125000 Penalty: 4670.079102
	Iteration 7Q: 3 clusters Score -1540763 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -1540944.250000 Penalty: 4670.079102
	Iteration 8Q: 3 clusters Score -1540944 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -1541118.500000 Penalty: 4670.079102
	Iteration 9Q: 3 clusters Score -1541118 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -1541271.500000 Penalty: 4670.079102
	Iteration 10Q: 3 clusters Score -1541272 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -1541414.750000 Penalty: 4670.079102
	Iteration 11Q: 3 clusters Score -1541415 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -1541555.250000 Penalty: 4670.079102
	Iteration 12Q: 3 clusters Score -1541555 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -1541662.625000 Penalty: 4670.079102
	Iteration 13Q: 3 clusters Score -1541663 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -1541757.750000 Penalty: 4670.079102
	Iteration 14Q: 3 clusters Score -1541758 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -1541859.250000 Penalty: 4670.079102
	Iteration 15Q: 3 clusters Score -1541859 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -1541965.125000 Penalty: 4670.079102
	Iteration 16Q: 3 clusters Score -1541965 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -1542064.250000 Penalty: 4670.079102
	Iteration 17Q: 3 clusters Score -1542064 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -1542146.750000 Penalty: 4670.079102
	Iteration 18Q: 3 clusters Score -1542147 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -1542218.625000 Penalty: 4670.079102
	Iteration 19Q: 3 clusters Score -1542219 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -1542294.125000 Penalty: 4670.079102
	Iteration 20F: 3 clusters Score -1542294 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -1542337.375000 Penalty: 4670.079102
	Iteration 21Q: 3 clusters Score -1542337 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -1542376.625000 Penalty: 4670.079102
	Iteration 22Q: 3 clusters Score -1542377 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -1542397.000000 Penalty: 4670.079102
	Iteration 23Q: 3 clusters Score -1542397 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -1542415.125000 Penalty: 4670.079102
	Iteration 24Q: 3 clusters Score -1542415 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -1542431.750000 Penalty: 4670.079102
	Iteration 25Q: 3 clusters Score -1542432 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -1542444.750000 Penalty: 4670.079102
	Iteration 26Q: 3 clusters Score -1542445 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -1542462.625000 Penalty: 4670.079102
	Iteration 27Q: 3 clusters Score -1542463 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -1542465.625000 Penalty: 4670.079102
	Iteration 28Q: 3 clusters Score -1542466 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -1542471.500000 Penalty: 4670.079102
	Iteration 29Q: 3 clusters Score -1542472 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -1542479.625000 Penalty: 4670.079102
	Iteration 30Q: 3 clusters Score -1542480 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -1542482.625000 Penalty: 4670.079102
	Iteration 31Q: 3 clusters Score -1542483 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -1542489.875000 Penalty: 4670.079102
	Iteration 32Q: 3 clusters Score -1542490 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -1542491.250000 Penalty: 4670.079102
	Iteration 33Q: 3 clusters Score -1542491 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -1542491.625000 Penalty: 4670.079102
	Iteration 34Q: 3 clusters Score -1542492 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -1542494.750000 Penalty: 4670.079102
	Iteration 35Q: 3 clusters Score -1542495 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -1542495.375000 Penalty: 4670.079102
	Iteration 36Q: 3 clusters Score -1542495 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -1542495.625000 Penalty: 4670.079102
	Iteration 37Q: 3 clusters Score -1542496 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -1542499.000000 Penalty: 4670.079102
	Iteration 38Q: 3 clusters Score -1542499 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -1542500.000000 Penalty: 4670.079102
	Iteration 39Q: 3 clusters Score -1542500 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -1542501.750000 Penalty: 4670.079102
	Iteration 40F: 3 clusters Score -1542502 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -1542502.750000 Penalty: 4670.079102
	Iteration 41Q: 3 clusters Score -1542503 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -1542501.625000 Penalty: 4670.079102
	Iteration 42Q: 3 clusters Score -1542502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -1542502.125000 Penalty: 4670.079102
	Iteration 43Q: 3 clusters Score -1542502 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -1542502.125000 Penalty: 4670.079102
	Iteration 44F: 3 clusters Score -1542502 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Entering Unmasked Estep 
Score: -522831.218750 Penalty: 2112.462158
	Iteration 0F: 2 clusters Score -522831.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -518377.125000 Penalty: 4224.924316
	Iteration 0F: 3 clusters Score -518377.1 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -519972.343750 Penalty: 4224.924316
	Iteration 1F: 3 clusters Score -519972.3 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -520592.125000 Penalty: 4224.924316
	Iteration 2F: 3 clusters Score -520592.1 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -521029.437500 Penalty: 4224.924316
	Iteration 3F: 3 clusters Score -521029.4 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -521423.468750 Penalty: 4224.924316
	Iteration 4F: 3 clusters Score -521423.5 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -521767.437500 Penalty: 4224.924316
	Iteration 5F: 3 clusters Score -521767.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -522000.375000 Penalty: 4224.924316
	Iteration 6Q: 3 clusters Score -522000.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -522215.812500 Penalty: 4224.924316
	Iteration 7Q: 3 clusters Score -522215.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -522389.718750 Penalty: 4224.924316
	Iteration 8Q: 3 clusters Score -522389.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -522581.375000 Penalty: 4224.924316
	Iteration 9Q: 3 clusters Score -522581.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -522744.218750 Penalty: 4224.924316
	Iteration 10Q: 3 clusters Score -522744.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -522843.625000 Penalty: 4224.924316
	Iteration 11Q: 3 clusters Score -522843.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -522917.000000 Penalty: 4224.924316
	Iteration 12Q: 3 clusters Score -522917 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -522970.656250 Penalty: 4224.924316
	Iteration 13Q: 3 clusters Score -522970.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -523010.093750 Penalty: 4224.924316
	Iteration 14Q: 3 clusters Score -523010.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -523042.250000 Penalty: 4224.924316
	Iteration 15Q: 3 clusters Score -523042.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -523071.125000 Penalty: 4224.924316
	Iteration 16Q: 3 clusters Score -523071.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -523096.406250 Penalty: 4224.924316
	Iteration 17Q: 3 clusters Score -523096.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -523116.781250 Penalty: 4224.924316
	Iteration 18Q: 3 clusters Score -523116.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -523129.156250 Penalty: 4224.924316
	Iteration 19Q: 3 clusters Score -523129.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -523137.750000 Penalty: 4224.924316
	Iteration 20F: 3 clusters Score -523137.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -523148.062500 Penalty: 4224.924316
	Iteration 21Q: 3 clusters Score -523148.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -523155.250000 Penalty: 4224.924316
	Iteration 22Q: 3 clusters Score -523155.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -523162.406250 Penalty: 4224.924316
	Iteration 23Q: 3 clusters Score -523162.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -523169.312500 Penalty: 4224.924316
	Iteration 24Q: 3 clusters Score -523169.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -523173.218750 Penalty: 4224.924316
	Iteration 25Q: 3 clusters Score -523173.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -523176.187500 Penalty: 4224.924316
	Iteration 26Q: 3 clusters Score -523176.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -523179.500000 Penalty: 4224.924316
	Iteration 27Q: 3 clusters Score -523179.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -523183.125000 Penalty: 4224.924316
	Iteration 28Q: 3 clusters Score -523183.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -523184.718750 Penalty: 4224.924316
	Iteration 29Q: 3 clusters Score -523184.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -523185.843750 Penalty: 4224.924316
	Iteration 30Q: 3 clusters Score -523185.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -523186.750000 Penalty: 4224.924316
	Iteration 31Q: 3 clusters Score -523186.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -523187.000000 Penalty: 4224.924316
	Iteration 32Q: 3 clusters Score -523187 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -523187.312500 Penalty: 4224.924316
	Iteration 33Q: 3 clusters Score -523187.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -523188.593750 Penalty: 4224.924316
	Iteration 34Q: 3 clusters Score -523188.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -523193.062500 Penalty: 4224.924316
	Iteration 35Q: 3 clusters Score -523193.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -523196.625000 Penalty: 4224.924316
	Iteration 36Q: 3 clusters Score -523196.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -523207.718750 Penalty: 4224.924316
	Iteration 37Q: 3 clusters Score -523207.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -523221.375000 Penalty: 4224.924316
	Iteration 38Q: 3 clusters Score -523221.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -523233.406250 Penalty: 4224.924316
	Iteration 39Q: 3 clusters Score -523233.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -523244.750000 Penalty: 4224.924316
	Iteration 40F: 3 clusters Score -523244.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -523263.781250 Penalty: 4224.924316
	Iteration 41Q: 3 clusters Score -523263.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -523277.218750 Penalty: 4224.924316
	Iteration 42Q: 3 clusters Score -523277.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -523282.875000 Penalty: 4224.924316
	Iteration 43Q: 3 clusters Score -523282.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -523283.875000 Penalty: 4224.924316
	Iteration 44Q: 3 clusters Score -523283.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -523285.718750 Penalty: 4224.924316
	Iteration 45Q: 3 clusters Score -523285.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -523287.375000 Penalty: 4224.924316
	Iteration 46Q: 3 clusters Score -523287.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -523288.187500 Penalty: 4224.924316
	Iteration 47Q: 3 clusters Score -523288.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -523290.500000 Penalty: 4224.924316
	Iteration 48Q: 3 clusters Score -523290.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -523291.718750 Penalty: 4224.924316
	Iteration 49Q: 3 clusters Score -523291.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -523291.468750 Penalty: 4224.924316
	Iteration 50Q: 3 clusters Score -523291.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -523292.656250 Penalty: 4224.924316
	Iteration 51Q: 3 clusters Score -523292.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -523294.812500 Penalty: 4224.924316
	Iteration 52Q: 3 clusters Score -523294.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -523297.812500 Penalty: 4224.924316
	Iteration 53Q: 3 clusters Score -523297.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -523299.968750 Penalty: 4224.924316
	Iteration 54Q: 3 clusters Score -523300 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -523301.312500 Penalty: 4224.924316
	Iteration 55Q: 3 clusters Score -523301.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -523303.062500 Penalty: 4224.924316
	Iteration 56Q: 3 clusters Score -523303.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -523303.218750 Penalty: 4224.924316
	Iteration 57Q: 3 clusters Score -523303.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -523303.656250 Penalty: 4224.924316
	Iteration 58Q: 3 clusters Score -523303.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -523303.906250 Penalty: 4224.924316
	Iteration 59Q: 3 clusters Score -523303.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -523304.000000 Penalty: 4224.924316
	Iteration 60F: 3 clusters Score -523304 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 53249 members 
Mstep: Class 3 contains 4975 members 
Mstep: Class 4 contains 27499 members 
Mstep: Class 5 contains 9519 members 
Mstep: Class 6 contains 4547 members 
Mstep: Class 7 contains 27117 members 
Mstep: Class 8 contains 635 members 
Mstep: Class 9 contains 12277 members 
Mstep: Class 10 contains 1623 members 
Mstep: Class 11 contains 38338 members 
Mstep: Class 12 contains 23793 members 
Mstep: Class 13 contains 214288 members 
Mstep: Class 14 contains 43025 members 
Mstep: Class 15 contains 11600 members 
Mstep: Class 16 contains 45650 members 
Mstep: Class 17 contains 13960 members 
Mstep: Class 18 contains 14148 members 
Mstep: Class 19 contains 62490 members 
Mstep: Class 20 contains 11804 members 
Mstep: Class 21 contains 15259 members 
Mstep: Class 22 contains 2811 members 
Mstep: Class 23 contains 8205 members 
Mstep: Class 24 contains 18789 members 
Mstep: Class 25 contains 1981 members 
Mstep: Class 26 contains 192354 members 
Mstep: Class 27 contains 5554 members 
Mstep: Class 28 contains 4160 members 
Mstep: Class 29 contains 43193 members 
Mstep: Class 30 contains 5527 members 
Mstep: Class 31 contains 969 members 
Mstep: Class 32 contains 1887 members 
Mstep: Class 33 contains 49889 members 
Mstep: Class 34 contains 2830 members 
Mstep: Class 35 contains 8051 members 
Mstep: Class 36 contains 2541 members 
Mstep: Class 37 contains 166504 members 
Mstep: Class 38 contains 9440 members 
Mstep: Class 39 contains 3334 members 
Mstep: Class 40 contains 6651 members 
Mstep: Class 41 contains 2767 members 
Mstep: Class 42 contains 4414 members 
Mstep: Class 43 contains 478 members 
Mstep: Class 44 contains 3349 members 
Mstep: Class 45 contains 2045 members 
Mstep: Class 46 contains 1022 members 
Mstep: Class 47 contains 3381 members 
Entering Unmasked Estep 
Score: -147458912.000000 Penalty: 163044.031250
Splitting cluster 10 changes total score from -147455776.000000 to -147458912.000000
So it's getting split into cluster 47.
Entering ConstructFrom: 
Trying to split cluster 11 (38338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38338 members 
Entering Unmasked Estep 
Score: -4825609.500000 Penalty: 2617.440918
	Iteration 0F: 2 clusters Score -4825610 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19230 members 
Mstep: Class 2 contains 19108 members 
Entering Unmasked Estep 
Score: -4799607.000000 Penalty: 5234.881836
	Iteration 0F: 3 clusters Score -4799607 nChanged 17554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20204 members 
Mstep: Class 2 contains 18134 members 
Entering Unmasked Estep 
Score: -4809761.500000 Penalty: 5234.881836
	Iteration 1F: 3 clusters Score -4809762 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20817 members 
Mstep: Class 2 contains 17521 members 
Entering Unmasked Estep 
Score: -4810672.500000 Penalty: 5234.881836
	Iteration 2F: 3 clusters Score -4810672 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21585 members 
Mstep: Class 2 contains 16753 members 
Entering Unmasked Estep 
Score: -4811697.500000 Penalty: 5234.881836
	Iteration 3F: 3 clusters Score -4811698 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22650 members 
Mstep: Class 2 contains 15688 members 
Entering Unmasked Estep 
Score: -4812975.500000 Penalty: 5234.881836
	Iteration 4F: 3 clusters Score -4812976 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23908 members 
Mstep: Class 2 contains 14430 members 
Entering Unmasked Estep 
Score: -4814429.500000 Penalty: 5234.881836
	Iteration 5F: 3 clusters Score -4814430 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25223 members 
Mstep: Class 2 contains 13115 members 
Entering Unmasked Estep 
Score: -4816139.500000 Penalty: 5234.881836
	Iteration 6F: 3 clusters Score -4816140 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26543 members 
Mstep: Class 2 contains 11795 members 
Entering Unmasked Estep 
Score: -4818028.500000 Penalty: 5234.881836
	Iteration 7F: 3 clusters Score -4818028 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27668 members 
Mstep: Class 2 contains 10670 members 
Entering Unmasked Estep 
Score: -4819717.500000 Penalty: 5234.881836
	Iteration 8Q: 3 clusters Score -4819718 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28528 members 
Mstep: Class 2 contains 9810 members 
Entering Unmasked Estep 
Score: -4820866.000000 Penalty: 5234.881836
	Iteration 9Q: 3 clusters Score -4820866 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29189 members 
Mstep: Class 2 contains 9149 members 
Entering Unmasked Estep 
Score: -4821501.000000 Penalty: 5234.881836
	Iteration 10Q: 3 clusters Score -4821501 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29784 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -4821918.500000 Penalty: 5234.881836
	Iteration 11Q: 3 clusters Score -4821918 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30315 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -4822237.500000 Penalty: 5234.881836
	Iteration 12Q: 3 clusters Score -4822238 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30799 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -4822499.500000 Penalty: 5234.881836
	Iteration 13Q: 3 clusters Score -4822500 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31225 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -4822715.500000 Penalty: 5234.881836
	Iteration 14Q: 3 clusters Score -4822716 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31635 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -4822940.500000 Penalty: 5234.881836
	Iteration 15Q: 3 clusters Score -4822940 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32005 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -4823153.000000 Penalty: 5234.881836
	Iteration 16Q: 3 clusters Score -4823153 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32335 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -4823329.500000 Penalty: 5234.881836
	Iteration 17Q: 3 clusters Score -4823330 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32629 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -4823474.500000 Penalty: 5234.881836
	Iteration 18Q: 3 clusters Score -4823474 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32913 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -4823580.500000 Penalty: 5234.881836
	Iteration 19Q: 3 clusters Score -4823580 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33179 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -4823698.500000 Penalty: 5234.881836
	Iteration 20F: 3 clusters Score -4823698 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33423 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -4823786.000000 Penalty: 5234.881836
	Iteration 21Q: 3 clusters Score -4823786 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33641 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -4823912.000000 Penalty: 5234.881836
	Iteration 22Q: 3 clusters Score -4823912 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33826 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -4823964.500000 Penalty: 5234.881836
	Iteration 23Q: 3 clusters Score -4823964 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33986 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -4824005.500000 Penalty: 5234.881836
	Iteration 24Q: 3 clusters Score -4824006 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34120 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -4824035.500000 Penalty: 5234.881836
	Iteration 25Q: 3 clusters Score -4824036 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34239 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -4824089.000000 Penalty: 5234.881836
	Iteration 26Q: 3 clusters Score -4824089 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34352 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -4824088.000000 Penalty: 5234.881836
	Iteration 27Q: 3 clusters Score -4824088 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34444 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -4824112.000000 Penalty: 5234.881836
	Iteration 28Q: 3 clusters Score -4824112 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34533 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -4824130.500000 Penalty: 5234.881836
	Iteration 29Q: 3 clusters Score -4824130 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34607 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -4824140.500000 Penalty: 5234.881836
	Iteration 30Q: 3 clusters Score -4824140 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34655 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -4824155.000000 Penalty: 5234.881836
	Iteration 31Q: 3 clusters Score -4824155 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34706 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -4824161.000000 Penalty: 5234.881836
	Iteration 32Q: 3 clusters Score -4824161 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34761 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -4824159.000000 Penalty: 5234.881836
	Iteration 33Q: 3 clusters Score -4824159 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34807 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -4824173.000000 Penalty: 5234.881836
	Iteration 34Q: 3 clusters Score -4824173 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34852 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -4824183.000000 Penalty: 5234.881836
	Iteration 35Q: 3 clusters Score -4824183 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34882 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -4824193.500000 Penalty: 5234.881836
	Iteration 36Q: 3 clusters Score -4824194 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34910 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -4824186.000000 Penalty: 5234.881836
	Iteration 37Q: 3 clusters Score -4824186 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34940 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -4824203.500000 Penalty: 5234.881836
	Iteration 38Q: 3 clusters Score -4824204 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34968 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -4824221.000000 Penalty: 5234.881836
	Iteration 39Q: 3 clusters Score -4824221 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34997 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -4824226.500000 Penalty: 5234.881836
	Iteration 40F: 3 clusters Score -4824226 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35019 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -4824231.000000 Penalty: 5234.881836
	Iteration 41Q: 3 clusters Score -4824231 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35042 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -4824228.500000 Penalty: 5234.881836
	Iteration 42Q: 3 clusters Score -4824228 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35058 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -4824223.500000 Penalty: 5234.881836
	Iteration 43Q: 3 clusters Score -4824224 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35072 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -4824227.500000 Penalty: 5234.881836
	Iteration 44Q: 3 clusters Score -4824228 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35086 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -4824229.500000 Penalty: 5234.881836
	Iteration 45Q: 3 clusters Score -4824230 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35098 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -4824227.500000 Penalty: 5234.881836
	Iteration 46Q: 3 clusters Score -4824228 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35106 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -4824232.500000 Penalty: 5234.881836
	Iteration 47Q: 3 clusters Score -4824232 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35116 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -4824233.000000 Penalty: 5234.881836
	Iteration 48Q: 3 clusters Score -4824233 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35126 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -4824230.000000 Penalty: 5234.881836
	Iteration 49Q: 3 clusters Score -4824230 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35139 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -4824223.000000 Penalty: 5234.881836
	Iteration 50Q: 3 clusters Score -4824223 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35148 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -4824227.000000 Penalty: 5234.881836
	Iteration 51Q: 3 clusters Score -4824227 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35152 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -4824223.500000 Penalty: 5234.881836
	Iteration 52Q: 3 clusters Score -4824224 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35166 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -4824227.000000 Penalty: 5234.881836
	Iteration 53Q: 3 clusters Score -4824227 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35174 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -4824229.000000 Penalty: 5234.881836
	Iteration 54Q: 3 clusters Score -4824229 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35180 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -4824232.000000 Penalty: 5234.881836
	Iteration 55Q: 3 clusters Score -4824232 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35186 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -4824235.000000 Penalty: 5234.881836
	Iteration 56Q: 3 clusters Score -4824235 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35191 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -4824236.500000 Penalty: 5234.881836
	Iteration 57Q: 3 clusters Score -4824236 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35194 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -4824235.000000 Penalty: 5234.881836
	Iteration 58Q: 3 clusters Score -4824235 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35198 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -4824234.500000 Penalty: 5234.881836
	Iteration 59Q: 3 clusters Score -4824234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35199 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -4824237.500000 Penalty: 5234.881836
	Iteration 60F: 3 clusters Score -4824238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35200 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -4824235.000000 Penalty: 5234.881836
	Iteration 61Q: 3 clusters Score -4824235 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35201 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -4824237.500000 Penalty: 5234.881836
	Iteration 62Q: 3 clusters Score -4824238 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35201 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -4824237.500000 Penalty: 5234.881836
	Iteration 63F: 3 clusters Score -4824238 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (23793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23793 members 
Entering Unmasked Estep 
Score: -3002203.250000 Penalty: 2499.132324
	Iteration 0F: 2 clusters Score -3002203 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11819 members 
Mstep: Class 2 contains 11974 members 
Entering Unmasked Estep 
Score: -2985729.250000 Penalty: 4998.264648
	Iteration 0F: 3 clusters Score -2985729 nChanged 10618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11345 members 
Mstep: Class 2 contains 12448 members 
Entering Unmasked Estep 
Score: -2991400.500000 Penalty: 4998.264648
	Iteration 1F: 3 clusters Score -2991400 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10919 members 
Mstep: Class 2 contains 12874 members 
Entering Unmasked Estep 
Score: -2991982.500000 Penalty: 4998.264648
	Iteration 2F: 3 clusters Score -2991982 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10314 members 
Mstep: Class 2 contains 13479 members 
Entering Unmasked Estep 
Score: -2992604.750000 Penalty: 4998.264648
	Iteration 3F: 3 clusters Score -2992605 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9483 members 
Mstep: Class 2 contains 14310 members 
Entering Unmasked Estep 
Score: -2993458.000000 Penalty: 4998.264648
	Iteration 4F: 3 clusters Score -2993458 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 15434 members 
Entering Unmasked Estep 
Score: -2994728.500000 Penalty: 4998.264648
	Iteration 5F: 3 clusters Score -2994728 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 16552 members 
Entering Unmasked Estep 
Score: -2996043.500000 Penalty: 4998.264648
	Iteration 6F: 3 clusters Score -2996044 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 17481 members 
Entering Unmasked Estep 
Score: -2997143.250000 Penalty: 4998.264648
	Iteration 7F: 3 clusters Score -2997143 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 18186 members 
Entering Unmasked Estep 
Score: -2997877.500000 Penalty: 4998.264648
	Iteration 8F: 3 clusters Score -2997878 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 18672 members 
Entering Unmasked Estep 
Score: -2998274.750000 Penalty: 4998.264648
	Iteration 9Q: 3 clusters Score -2998275 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 19065 members 
Entering Unmasked Estep 
Score: -2998540.500000 Penalty: 4998.264648
	Iteration 10Q: 3 clusters Score -2998540 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 19441 members 
Entering Unmasked Estep 
Score: -2998744.000000 Penalty: 4998.264648
	Iteration 11Q: 3 clusters Score -2998744 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 19795 members 
Entering Unmasked Estep 
Score: -2998933.250000 Penalty: 4998.264648
	Iteration 12Q: 3 clusters Score -2998933 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 20136 members 
Entering Unmasked Estep 
Score: -2999138.000000 Penalty: 4998.264648
	Iteration 13Q: 3 clusters Score -2999138 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 20493 members 
Entering Unmasked Estep 
Score: -2999311.500000 Penalty: 4998.264648
	Iteration 14Q: 3 clusters Score -2999312 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 20866 members 
Entering Unmasked Estep 
Score: -2999524.250000 Penalty: 4998.264648
	Iteration 15Q: 3 clusters Score -2999524 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 21214 members 
Entering Unmasked Estep 
Score: -2999709.000000 Penalty: 4998.264648
	Iteration 16Q: 3 clusters Score -2999709 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 21504 members 
Entering Unmasked Estep 
Score: -2999861.500000 Penalty: 4998.264648
	Iteration 17Q: 3 clusters Score -2999862 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 21730 members 
Entering Unmasked Estep 
Score: -2999987.750000 Penalty: 4998.264648
	Iteration 18Q: 3 clusters Score -2999988 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 21927 members 
Entering Unmasked Estep 
Score: -3000071.000000 Penalty: 4998.264648
	Iteration 19Q: 3 clusters Score -3000071 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 22077 members 
Entering Unmasked Estep 
Score: -3000135.750000 Penalty: 4998.264648
	Iteration 20F: 3 clusters Score -3000136 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 22227 members 
Entering Unmasked Estep 
Score: -3000217.250000 Penalty: 4998.264648
	Iteration 21Q: 3 clusters Score -3000217 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 22331 members 
Entering Unmasked Estep 
Score: -3000261.250000 Penalty: 4998.264648
	Iteration 22Q: 3 clusters Score -3000261 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 22416 members 
Entering Unmasked Estep 
Score: -3000302.000000 Penalty: 4998.264648
	Iteration 23Q: 3 clusters Score -3000302 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 22487 members 
Entering Unmasked Estep 
Score: -3000332.750000 Penalty: 4998.264648
	Iteration 24Q: 3 clusters Score -3000333 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 22556 members 
Entering Unmasked Estep 
Score: -3000356.500000 Penalty: 4998.264648
	Iteration 25Q: 3 clusters Score -3000356 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 22600 members 
Entering Unmasked Estep 
Score: -3000375.500000 Penalty: 4998.264648
	Iteration 26Q: 3 clusters Score -3000376 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 22639 members 
Entering Unmasked Estep 
Score: -3000379.250000 Penalty: 4998.264648
	Iteration 27Q: 3 clusters Score -3000379 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 22666 members 
Entering Unmasked Estep 
Score: -3000384.500000 Penalty: 4998.264648
	Iteration 28Q: 3 clusters Score -3000384 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 22690 members 
Entering Unmasked Estep 
Score: -3000390.750000 Penalty: 4998.264648
	Iteration 29Q: 3 clusters Score -3000391 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 22716 members 
Entering Unmasked Estep 
Score: -3000403.000000 Penalty: 4998.264648
	Iteration 30Q: 3 clusters Score -3000403 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 22732 members 
Entering Unmasked Estep 
Score: -3000414.000000 Penalty: 4998.264648
	Iteration 31Q: 3 clusters Score -3000414 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 22744 members 
Entering Unmasked Estep 
Score: -3000417.250000 Penalty: 4998.264648
	Iteration 32Q: 3 clusters Score -3000417 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 22758 members 
Entering Unmasked Estep 
Score: -3000419.250000 Penalty: 4998.264648
	Iteration 33Q: 3 clusters Score -3000419 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 22772 members 
Entering Unmasked Estep 
Score: -3000429.000000 Penalty: 4998.264648
	Iteration 34Q: 3 clusters Score -3000429 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 22781 members 
Entering Unmasked Estep 
Score: -3000434.750000 Penalty: 4998.264648
	Iteration 35Q: 3 clusters Score -3000435 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 22791 members 
Entering Unmasked Estep 
Score: -3000437.750000 Penalty: 4998.264648
	Iteration 36Q: 3 clusters Score -3000438 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 22800 members 
Entering Unmasked Estep 
Score: -3000444.250000 Penalty: 4998.264648
	Iteration 37Q: 3 clusters Score -3000444 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 22802 members 
Entering Unmasked Estep 
Score: -3000444.250000 Penalty: 4998.264648
	Iteration 38Q: 3 clusters Score -3000444 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 22806 members 
Entering Unmasked Estep 
Score: -3000446.000000 Penalty: 4998.264648
	Iteration 39Q: 3 clusters Score -3000446 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 22810 members 
Entering Unmasked Estep 
Score: -3000454.000000 Penalty: 4998.264648
	Iteration 40F: 3 clusters Score -3000454 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 22813 members 
Entering Unmasked Estep 
Score: -3000447.250000 Penalty: 4998.264648
	Iteration 41Q: 3 clusters Score -3000447 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 22818 members 
Entering Unmasked Estep 
Score: -3000451.000000 Penalty: 4998.264648
	Iteration 42Q: 3 clusters Score -3000451 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 22823 members 
Entering Unmasked Estep 
Score: -3000458.500000 Penalty: 4998.264648
	Iteration 43Q: 3 clusters Score -3000458 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 22825 members 
Entering Unmasked Estep 
Score: -3000456.000000 Penalty: 4998.264648
	Iteration 44Q: 3 clusters Score -3000456 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 22827 members 
Entering Unmasked Estep 
Score: -3000460.500000 Penalty: 4998.264648
	Iteration 45Q: 3 clusters Score -3000460 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 22832 members 
Entering Unmasked Estep 
Score: -3000457.750000 Penalty: 4998.264648
	Iteration 46Q: 3 clusters Score -3000458 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 22837 members 
Entering Unmasked Estep 
Score: -3000455.250000 Penalty: 4998.264648
	Iteration 47Q: 3 clusters Score -3000455 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 22841 members 
Entering Unmasked Estep 
Score: -3000463.000000 Penalty: 4998.264648
	Iteration 48Q: 3 clusters Score -3000463 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 22848 members 
Entering Unmasked Estep 
Score: -3000459.250000 Penalty: 4998.264648
	Iteration 49Q: 3 clusters Score -3000459 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 22849 members 
Entering Unmasked Estep 
Score: -3000460.750000 Penalty: 4998.264648
	Iteration 50Q: 3 clusters Score -3000461 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 22850 members 
Entering Unmasked Estep 
Score: -3000462.750000 Penalty: 4998.264648
	Iteration 51Q: 3 clusters Score -3000463 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 22851 members 
Entering Unmasked Estep 
Score: -3000464.250000 Penalty: 4998.264648
	Iteration 52Q: 3 clusters Score -3000464 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 22853 members 
Entering Unmasked Estep 
Score: -3000460.000000 Penalty: 4998.264648
	Iteration 53Q: 3 clusters Score -3000460 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 22854 members 
Entering Unmasked Estep 
Score: -3000462.000000 Penalty: 4998.264648
	Iteration 54Q: 3 clusters Score -3000462 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 22855 members 
Entering Unmasked Estep 
Score: -3000466.750000 Penalty: 4998.264648
	Iteration 55Q: 3 clusters Score -3000467 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 22856 members 
Entering Unmasked Estep 
Score: -3000463.250000 Penalty: 4998.264648
	Iteration 56Q: 3 clusters Score -3000463 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 22856 members 
Entering Unmasked Estep 
Score: -3000463.250000 Penalty: 4998.264648
	Iteration 57F: 3 clusters Score -3000463 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (214288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214288 members 
Entering Unmasked Estep 
Score: -27686066.000000 Penalty: 3044.218750
	Iteration 0F: 2 clusters Score -2.768607e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107267 members 
Mstep: Class 2 contains 107021 members 
Entering Unmasked Estep 
Score: -27554576.000000 Penalty: 6088.437500
	Iteration 0F: 3 clusters Score -2.755458e+07 nChanged 103246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109649 members 
Mstep: Class 2 contains 104639 members 
Entering Unmasked Estep 
Score: -27615492.000000 Penalty: 6088.437500
	Iteration 1F: 3 clusters Score -2.761549e+07 nChanged 5568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111477 members 
Mstep: Class 2 contains 102811 members 
Entering Unmasked Estep 
Score: -27616632.000000 Penalty: 6088.437500
	Iteration 2Q: 3 clusters Score -2.761663e+07 nChanged 6016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114287 members 
Mstep: Class 2 contains 100001 members 
Entering Unmasked Estep 
Score: -27618210.000000 Penalty: 6088.437500
	Iteration 3Q: 3 clusters Score -2.761821e+07 nChanged 6773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118458 members 
Mstep: Class 2 contains 95830 members 
Entering Unmasked Estep 
Score: -27620230.000000 Penalty: 6088.437500
	Iteration 4Q: 3 clusters Score -2.762023e+07 nChanged 7995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124635 members 
Mstep: Class 2 contains 89653 members 
Entering Unmasked Estep 
Score: -27623176.000000 Penalty: 6088.437500
	Iteration 5Q: 3 clusters Score -2.762318e+07 nChanged 10062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133547 members 
Mstep: Class 2 contains 80741 members 
Entering Unmasked Estep 
Score: -27627624.000000 Penalty: 6088.437500
	Iteration 6Q: 3 clusters Score -2.762762e+07 nChanged 12822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145829 members 
Mstep: Class 2 contains 68459 members 
Entering Unmasked Estep 
Score: -27635230.000000 Penalty: 6088.437500
	Iteration 7F: 3 clusters Score -2.763523e+07 nChanged 16133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161830 members 
Mstep: Class 2 contains 52458 members 
Entering Unmasked Estep 
Score: -27647302.000000 Penalty: 6088.437500
	Iteration 8F: 3 clusters Score -2.76473e+07 nChanged 17745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179553 members 
Mstep: Class 2 contains 34735 members 
Entering Unmasked Estep 
Score: -27662384.000000 Penalty: 6088.437500
	Iteration 9F: 3 clusters Score -2.766238e+07 nChanged 15972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195523 members 
Mstep: Class 2 contains 18765 members 
Entering Unmasked Estep 
Score: -27674108.000000 Penalty: 6088.437500
	Iteration 10F: 3 clusters Score -2.767411e+07 nChanged 10631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206154 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -27679666.000000 Penalty: 6088.437500
	Iteration 11Q: 3 clusters Score -2.767967e+07 nChanged 5107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211261 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -27681868.000000 Penalty: 6088.437500
	Iteration 12Q: 3 clusters Score -2.768187e+07 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213118 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -27682700.000000 Penalty: 6088.437500
	Iteration 13Q: 3 clusters Score -2.76827e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213710 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -27683102.000000 Penalty: 6088.437500
	Iteration 14Q: 3 clusters Score -2.76831e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213871 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -27683246.000000 Penalty: 6088.437500
	Iteration 15Q: 3 clusters Score -2.768325e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213934 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -27683316.000000 Penalty: 6088.437500
	Iteration 16Q: 3 clusters Score -2.768332e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213958 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -27683350.000000 Penalty: 6088.437500
	Iteration 17Q: 3 clusters Score -2.768335e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213971 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -27683388.000000 Penalty: 6088.437500
	Iteration 18Q: 3 clusters Score -2.768339e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213980 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -27683390.000000 Penalty: 6088.437500
	Iteration 19Q: 3 clusters Score -2.768339e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213984 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -27683380.000000 Penalty: 6088.437500
	Iteration 20F: 3 clusters Score -2.768338e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213990 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -27683410.000000 Penalty: 6088.437500
	Iteration 21Q: 3 clusters Score -2.768341e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213993 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -27683392.000000 Penalty: 6088.437500
	Iteration 22Q: 3 clusters Score -2.768339e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214000 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -27683420.000000 Penalty: 6088.437500
	Iteration 23Q: 3 clusters Score -2.768342e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214005 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -27683430.000000 Penalty: 6088.437500
	Iteration 24Q: 3 clusters Score -2.768343e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214008 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -27683438.000000 Penalty: 6088.437500
	Iteration 25Q: 3 clusters Score -2.768344e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214009 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -27683432.000000 Penalty: 6088.437500
	Iteration 26Q: 3 clusters Score -2.768343e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214009 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -27683432.000000 Penalty: 6088.437500
	Iteration 27F: 3 clusters Score -2.768343e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (43025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43025 members 
Entering Unmasked Estep 
Score: -5440790.000000 Penalty: 2646.045166
	Iteration 0F: 2 clusters Score -5440790 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21498 members 
Mstep: Class 2 contains 21527 members 
Entering Unmasked Estep 
Score: -5411647.000000 Penalty: 5292.090332
	Iteration 0F: 3 clusters Score -5411647 nChanged 19687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21329 members 
Mstep: Class 2 contains 21696 members 
Entering Unmasked Estep 
Score: -5422486.000000 Penalty: 5292.090332
	Iteration 1F: 3 clusters Score -5422486 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21114 members 
Mstep: Class 2 contains 21911 members 
Entering Unmasked Estep 
Score: -5423039.000000 Penalty: 5292.090332
	Iteration 2Q: 3 clusters Score -5423039 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20840 members 
Mstep: Class 2 contains 22185 members 
Entering Unmasked Estep 
Score: -5423576.000000 Penalty: 5292.090332
	Iteration 3Q: 3 clusters Score -5423576 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20403 members 
Mstep: Class 2 contains 22622 members 
Entering Unmasked Estep 
Score: -5424157.000000 Penalty: 5292.090332
	Iteration 4Q: 3 clusters Score -5424157 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19759 members 
Mstep: Class 2 contains 23266 members 
Entering Unmasked Estep 
Score: -5424763.500000 Penalty: 5292.090332
	Iteration 5Q: 3 clusters Score -5424764 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18788 members 
Mstep: Class 2 contains 24237 members 
Entering Unmasked Estep 
Score: -5425514.500000 Penalty: 5292.090332
	Iteration 6Q: 3 clusters Score -5425514 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17481 members 
Mstep: Class 2 contains 25544 members 
Entering Unmasked Estep 
Score: -5426610.000000 Penalty: 5292.090332
	Iteration 7Q: 3 clusters Score -5426610 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15749 members 
Mstep: Class 2 contains 27276 members 
Entering Unmasked Estep 
Score: -5428088.000000 Penalty: 5292.090332
	Iteration 8F: 3 clusters Score -5428088 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13730 members 
Mstep: Class 2 contains 29295 members 
Entering Unmasked Estep 
Score: -5429892.000000 Penalty: 5292.090332
	Iteration 9F: 3 clusters Score -5429892 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11705 members 
Mstep: Class 2 contains 31320 members 
Entering Unmasked Estep 
Score: -5431813.000000 Penalty: 5292.090332
	Iteration 10F: 3 clusters Score -5431813 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 33148 members 
Entering Unmasked Estep 
Score: -5433644.000000 Penalty: 5292.090332
	Iteration 11F: 3 clusters Score -5433644 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 34633 members 
Entering Unmasked Estep 
Score: -5435220.500000 Penalty: 5292.090332
	Iteration 12Q: 3 clusters Score -5435220 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 35807 members 
Entering Unmasked Estep 
Score: -5436577.500000 Penalty: 5292.090332
	Iteration 13Q: 3 clusters Score -5436578 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 36703 members 
Entering Unmasked Estep 
Score: -5437568.500000 Penalty: 5292.090332
	Iteration 14Q: 3 clusters Score -5437568 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 37386 members 
Entering Unmasked Estep 
Score: -5438311.500000 Penalty: 5292.090332
	Iteration 15Q: 3 clusters Score -5438312 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 37941 members 
Entering Unmasked Estep 
Score: -5438834.500000 Penalty: 5292.090332
	Iteration 16Q: 3 clusters Score -5438834 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 38366 members 
Entering Unmasked Estep 
Score: -5439251.500000 Penalty: 5292.090332
	Iteration 17Q: 3 clusters Score -5439252 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 38716 members 
Entering Unmasked Estep 
Score: -5439548.000000 Penalty: 5292.090332
	Iteration 18Q: 3 clusters Score -5439548 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 38978 members 
Entering Unmasked Estep 
Score: -5439737.000000 Penalty: 5292.090332
	Iteration 19Q: 3 clusters Score -5439737 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 39184 members 
Entering Unmasked Estep 
Score: -5439877.000000 Penalty: 5292.090332
	Iteration 20F: 3 clusters Score -5439877 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 39366 members 
Entering Unmasked Estep 
Score: -5439943.500000 Penalty: 5292.090332
	Iteration 21Q: 3 clusters Score -5439944 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 39500 members 
Entering Unmasked Estep 
Score: -5439976.500000 Penalty: 5292.090332
	Iteration 22Q: 3 clusters Score -5439976 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 39607 members 
Entering Unmasked Estep 
Score: -5440019.000000 Penalty: 5292.090332
	Iteration 23Q: 3 clusters Score -5440019 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 39679 members 
Entering Unmasked Estep 
Score: -5440035.500000 Penalty: 5292.090332
	Iteration 24Q: 3 clusters Score -5440036 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 39737 members 
Entering Unmasked Estep 
Score: -5440042.000000 Penalty: 5292.090332
	Iteration 25Q: 3 clusters Score -5440042 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 39779 members 
Entering Unmasked Estep 
Score: -5440057.000000 Penalty: 5292.090332
	Iteration 26Q: 3 clusters Score -5440057 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 39817 members 
Entering Unmasked Estep 
Score: -5440050.000000 Penalty: 5292.090332
	Iteration 27Q: 3 clusters Score -5440050 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 39847 members 
Entering Unmasked Estep 
Score: -5440051.000000 Penalty: 5292.090332
	Iteration 28Q: 3 clusters Score -5440051 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 39869 members 
Entering Unmasked Estep 
Score: -5440056.500000 Penalty: 5292.090332
	Iteration 29Q: 3 clusters Score -5440056 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 39882 members 
Entering Unmasked Estep 
Score: -5440050.000000 Penalty: 5292.090332
	Iteration 30Q: 3 clusters Score -5440050 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 39897 members 
Entering Unmasked Estep 
Score: -5440061.000000 Penalty: 5292.090332
	Iteration 31Q: 3 clusters Score -5440061 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 39905 members 
Entering Unmasked Estep 
Score: -5440056.500000 Penalty: 5292.090332
	Iteration 32Q: 3 clusters Score -5440056 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 39916 members 
Entering Unmasked Estep 
Score: -5440054.500000 Penalty: 5292.090332
	Iteration 33Q: 3 clusters Score -5440054 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 39928 members 
Entering Unmasked Estep 
Score: -5440065.500000 Penalty: 5292.090332
	Iteration 34Q: 3 clusters Score -5440066 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 39946 members 
Entering Unmasked Estep 
Score: -5440071.000000 Penalty: 5292.090332
	Iteration 35Q: 3 clusters Score -5440071 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 39960 members 
Entering Unmasked Estep 
Score: -5440076.000000 Penalty: 5292.090332
	Iteration 36Q: 3 clusters Score -5440076 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 39971 members 
Entering Unmasked Estep 
Score: -5440082.000000 Penalty: 5292.090332
	Iteration 37Q: 3 clusters Score -5440082 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 39979 members 
Entering Unmasked Estep 
Score: -5440077.500000 Penalty: 5292.090332
	Iteration 38Q: 3 clusters Score -5440078 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 39986 members 
Entering Unmasked Estep 
Score: -5440070.500000 Penalty: 5292.090332
	Iteration 39Q: 3 clusters Score -5440070 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 39996 members 
Entering Unmasked Estep 
Score: -5440082.000000 Penalty: 5292.090332
	Iteration 40F: 3 clusters Score -5440082 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 40002 members 
Entering Unmasked Estep 
Score: -5440081.000000 Penalty: 5292.090332
	Iteration 41Q: 3 clusters Score -5440081 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 40010 members 
Entering Unmasked Estep 
Score: -5440081.000000 Penalty: 5292.090332
	Iteration 42Q: 3 clusters Score -5440081 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 40016 members 
Entering Unmasked Estep 
Score: -5440085.000000 Penalty: 5292.090332
	Iteration 43Q: 3 clusters Score -5440085 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 40021 members 
Entering Unmasked Estep 
Score: -5440090.500000 Penalty: 5292.090332
	Iteration 44Q: 3 clusters Score -5440090 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 40025 members 
Entering Unmasked Estep 
Score: -5440090.500000 Penalty: 5292.090332
	Iteration 45Q: 3 clusters Score -5440090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 40026 members 
Entering Unmasked Estep 
Score: -5440085.500000 Penalty: 5292.090332
	Iteration 46Q: 3 clusters Score -5440086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 40027 members 
Entering Unmasked Estep 
Score: -5440082.000000 Penalty: 5292.090332
	Iteration 47Q: 3 clusters Score -5440082 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 40027 members 
Entering Unmasked Estep 
Score: -5440082.000000 Penalty: 5292.090332
	Iteration 48F: 3 clusters Score -5440082 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (11600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11600 members 
Entering Unmasked Estep 
Score: -1573232.375000 Penalty: 2320.972656
	Iteration 0F: 2 clusters Score -1573232 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -1565828.000000 Penalty: 4641.945312
	Iteration 0F: 3 clusters Score -1565828 nChanged 5090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -1577545.875000 Penalty: 4641.945312
	Iteration 1F: 3 clusters Score -1577546 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -1583038.125000 Penalty: 4641.945312
	Iteration 2F: 3 clusters Score -1583038 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -1585216.500000 Penalty: 4641.945312
	Iteration 3F: 3 clusters Score -1585216 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -1586054.500000 Penalty: 4641.945312
	Iteration 4F: 3 clusters Score -1586054 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -1586565.250000 Penalty: 4641.945312
	Iteration 5Q: 3 clusters Score -1586565 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -1586901.750000 Penalty: 4641.945312
	Iteration 6Q: 3 clusters Score -1586902 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -1586996.375000 Penalty: 4641.945312
	Iteration 7Q: 3 clusters Score -1586996 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -1587096.500000 Penalty: 4641.945312
	Iteration 8Q: 3 clusters Score -1587096 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -1587108.750000 Penalty: 4641.945312
	Iteration 9Q: 3 clusters Score -1587109 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -1587159.250000 Penalty: 4641.945312
	Iteration 10Q: 3 clusters Score -1587159 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -1587225.125000 Penalty: 4641.945312
	Iteration 11Q: 3 clusters Score -1587225 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -1587380.875000 Penalty: 4641.945312
	Iteration 12Q: 3 clusters Score -1587381 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -1587456.000000 Penalty: 4641.945312
	Iteration 13Q: 3 clusters Score -1587456 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -1587506.875000 Penalty: 4641.945312
	Iteration 14Q: 3 clusters Score -1587507 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -1587547.000000 Penalty: 4641.945312
	Iteration 15Q: 3 clusters Score -1587547 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -1587578.750000 Penalty: 4641.945312
	Iteration 16Q: 3 clusters Score -1587579 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -1587613.750000 Penalty: 4641.945312
	Iteration 17Q: 3 clusters Score -1587614 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -1587637.375000 Penalty: 4641.945312
	Iteration 18Q: 3 clusters Score -1587637 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -1587659.250000 Penalty: 4641.945312
	Iteration 19Q: 3 clusters Score -1587659 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -1587666.500000 Penalty: 4641.945312
	Iteration 20F: 3 clusters Score -1587666 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -1587641.000000 Penalty: 4641.945312
	Iteration 21Q: 3 clusters Score -1587641 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -1587656.375000 Penalty: 4641.945312
	Iteration 22Q: 3 clusters Score -1587656 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -1587674.125000 Penalty: 4641.945312
	Iteration 23Q: 3 clusters Score -1587674 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -1587675.750000 Penalty: 4641.945312
	Iteration 24Q: 3 clusters Score -1587676 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -1587677.125000 Penalty: 4641.945312
	Iteration 25Q: 3 clusters Score -1587677 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -1587682.500000 Penalty: 4641.945312
	Iteration 26Q: 3 clusters Score -1587682 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -1587680.375000 Penalty: 4641.945312
	Iteration 27Q: 3 clusters Score -1587680 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -1587690.750000 Penalty: 4641.945312
	Iteration 28Q: 3 clusters Score -1587691 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -1587633.750000 Penalty: 4641.945312
	Iteration 29Q: 3 clusters Score -1587634 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -1587666.750000 Penalty: 4641.945312
	Iteration 30Q: 3 clusters Score -1587667 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -1587694.375000 Penalty: 4641.945312
	Iteration 31Q: 3 clusters Score -1587694 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -1587654.500000 Penalty: 4641.945312
	Iteration 32Q: 3 clusters Score -1587654 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -1587662.500000 Penalty: 4641.945312
	Iteration 33Q: 3 clusters Score -1587662 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -1587687.500000 Penalty: 4641.945312
	Iteration 34Q: 3 clusters Score -1587688 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -1587689.000000 Penalty: 4641.945312
	Iteration 35Q: 3 clusters Score -1587689 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -1587658.625000 Penalty: 4641.945312
	Iteration 36Q: 3 clusters Score -1587659 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -1587656.750000 Penalty: 4641.945312
	Iteration 37Q: 3 clusters Score -1587657 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -1587663.625000 Penalty: 4641.945312
	Iteration 38Q: 3 clusters Score -1587664 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -1587671.125000 Penalty: 4641.945312
	Iteration 39Q: 3 clusters Score -1587671 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -1587672.125000 Penalty: 4641.945312
	Iteration 40F: 3 clusters Score -1587672 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -1587646.625000 Penalty: 4641.945312
	Iteration 41Q: 3 clusters Score -1587647 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -1587676.875000 Penalty: 4641.945312
	Iteration 42Q: 3 clusters Score -1587677 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -1587652.125000 Penalty: 4641.945312
	Iteration 43Q: 3 clusters Score -1587652 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -1587678.875000 Penalty: 4641.945312
	Iteration 44Q: 3 clusters Score -1587679 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -1587691.625000 Penalty: 4641.945312
	Iteration 45Q: 3 clusters Score -1587692 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -1587659.375000 Penalty: 4641.945312
	Iteration 46Q: 3 clusters Score -1587659 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -1587660.750000 Penalty: 4641.945312
	Iteration 47Q: 3 clusters Score -1587661 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -1587590.000000 Penalty: 4641.945312
	Iteration 48Q: 3 clusters Score -1587590 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -1587646.875000 Penalty: 4641.945312
	Iteration 49Q: 3 clusters Score -1587647 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -1587687.250000 Penalty: 4641.945312
	Iteration 50Q: 3 clusters Score -1587687 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -1587699.125000 Penalty: 4641.945312
	Iteration 51Q: 3 clusters Score -1587699 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -1587690.875000 Penalty: 4641.945312
	Iteration 52Q: 3 clusters Score -1587691 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -1587664.250000 Penalty: 4641.945312
	Iteration 53Q: 3 clusters Score -1587664 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -1587644.000000 Penalty: 4641.945312
	Iteration 54Q: 3 clusters Score -1587644 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -1587654.625000 Penalty: 4641.945312
	Iteration 55Q: 3 clusters Score -1587655 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -1587675.875000 Penalty: 4641.945312
	Iteration 56Q: 3 clusters Score -1587676 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -1587699.500000 Penalty: 4641.945312
	Iteration 57Q: 3 clusters Score -1587700 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -1587672.250000 Penalty: 4641.945312
	Iteration 58Q: 3 clusters Score -1587672 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -1587653.750000 Penalty: 4641.945312
	Iteration 59Q: 3 clusters Score -1587654 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -1587678.500000 Penalty: 4641.945312
	Iteration 60F: 3 clusters Score -1587678 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -1587683.875000 Penalty: 4641.945312
	Iteration 61Q: 3 clusters Score -1587684 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -1587688.250000 Penalty: 4641.945312
	Iteration 62Q: 3 clusters Score -1587688 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -1587676.625000 Penalty: 4641.945312
	Iteration 63Q: 3 clusters Score -1587677 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -1587697.750000 Penalty: 4641.945312
	Iteration 64Q: 3 clusters Score -1587698 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -1587684.375000 Penalty: 4641.945312
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	Iteration 229Q: 3 clusters Score -1587637 nChanged 23
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	Iteration 231Q: 3 clusters Score -1587632 nChanged 11
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	Iteration 238Q: 3 clusters Score -1587671 nChanged 12
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Entering Unmasked Estep 
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	Iteration 437Q: 3 clusters Score -1587650 nChanged 12
Entering Unmasked Mstep 
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	Iteration 438Q: 3 clusters Score -1587660 nChanged 18
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Entering Unmasked Estep 
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	Iteration 439Q: 3 clusters Score -1587673 nChanged 27
Entering Unmasked Mstep 
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	Iteration 440F: 3 clusters Score -1587682 nChanged 13
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	Iteration 441Q: 3 clusters Score -1587631 nChanged 21
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Entering Unmasked Estep 
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	Iteration 442Q: 3 clusters Score -1587687 nChanged 24
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Entering Unmasked Estep 
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	Iteration 443Q: 3 clusters Score -1587670 nChanged 17
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Entering Unmasked Estep 
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	Iteration 444Q: 3 clusters Score -1587683 nChanged 11
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Entering Unmasked Estep 
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	Iteration 445Q: 3 clusters Score -1587714 nChanged 17
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Entering Unmasked Estep 
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	Iteration 446Q: 3 clusters Score -1587714 nChanged 9
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	Iteration 447Q: 3 clusters Score -1587685 nChanged 10
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Entering Unmasked Estep 
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	Iteration 448Q: 3 clusters Score -1587701 nChanged 9
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	Iteration 449Q: 3 clusters Score -1587673 nChanged 18
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	Iteration 450Q: 3 clusters Score -1587653 nChanged 25
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	Iteration 451Q: 3 clusters Score -1587650 nChanged 23
Entering Unmasked Mstep 
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	Iteration 452Q: 3 clusters Score -1587706 nChanged 23
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	Iteration 453Q: 3 clusters Score -1587672 nChanged 17
Entering Unmasked Mstep 
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	Iteration 454Q: 3 clusters Score -1587719 nChanged 15
Entering Unmasked Mstep 
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	Iteration 455Q: 3 clusters Score -1587683 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5259 members 
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Entering Unmasked Estep 
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	Iteration 456Q: 3 clusters Score -1587696 nChanged 11
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 457Q: 3 clusters Score -1587680 nChanged 19
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 458Q: 3 clusters Score -1587671 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
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	Iteration 459Q: 3 clusters Score -1587678 nChanged 9
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 460F: 3 clusters Score -1587697 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5250 members 
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	Iteration 461Q: 3 clusters Score -1587683 nChanged 23
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 462Q: 3 clusters Score -1587679 nChanged 10
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 463Q: 3 clusters Score -1587659 nChanged 23
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 464Q: 3 clusters Score -1587706 nChanged 18
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -1587691.875000 Penalty: 4641.945312
	Iteration 465Q: 3 clusters Score -1587692 nChanged 14
Entering Unmasked Mstep 
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	Iteration 466Q: 3 clusters Score -1587657 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -1587632.250000 Penalty: 4641.945312
	Iteration 467Q: 3 clusters Score -1587632 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -1587674.750000 Penalty: 4641.945312
	Iteration 468Q: 3 clusters Score -1587675 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -1587701.125000 Penalty: 4641.945312
	Iteration 469Q: 3 clusters Score -1587701 nChanged 8
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -1587688.250000 Penalty: 4641.945312
	Iteration 470Q: 3 clusters Score -1587688 nChanged 14
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 471Q: 3 clusters Score -1587705 nChanged 11
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 472Q: 3 clusters Score -1587654 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5252 members 
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Entering Unmasked Estep 
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	Iteration 473Q: 3 clusters Score -1587685 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
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	Iteration 474Q: 3 clusters Score -1587701 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5252 members 
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Entering Unmasked Estep 
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	Iteration 475Q: 3 clusters Score -1587658 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5250 members 
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	Iteration 476Q: 3 clusters Score -1587702 nChanged 13
Entering Unmasked Mstep 
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	Iteration 477Q: 3 clusters Score -1587703 nChanged 8
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -1587631.875000 Penalty: 4641.945312
	Iteration 478Q: 3 clusters Score -1587632 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5245 members 
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Entering Unmasked Estep 
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	Iteration 479Q: 3 clusters Score -1587684 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5247 members 
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Score: -1587634.250000 Penalty: 4641.945312
	Iteration 480F: 3 clusters Score -1587634 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
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	Iteration 481Q: 3 clusters Score -1587693 nChanged 18
Entering Unmasked Mstep 
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	Iteration 482Q: 3 clusters Score -1587702 nChanged 6
Entering Unmasked Mstep 
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	Iteration 483Q: 3 clusters Score -1587672 nChanged 15
Entering Unmasked Mstep 
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	Iteration 484Q: 3 clusters Score -1587708 nChanged 13
Entering Unmasked Mstep 
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Score: -1587714.625000 Penalty: 4641.945312
	Iteration 485Q: 3 clusters Score -1587715 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5256 members 
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Score: -1587720.750000 Penalty: 4641.945312
	Iteration 486Q: 3 clusters Score -1587721 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5254 members 
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Score: -1587681.125000 Penalty: 4641.945312
	Iteration 487Q: 3 clusters Score -1587681 nChanged 23
Entering Unmasked Mstep 
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	Iteration 488Q: 3 clusters Score -1587669 nChanged 17
Entering Unmasked Mstep 
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	Iteration 489Q: 3 clusters Score -1587706 nChanged 15
Entering Unmasked Mstep 
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	Iteration 490Q: 3 clusters Score -1587702 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 6350 members 
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	Iteration 491Q: 3 clusters Score -1587671 nChanged 15
Entering Unmasked Mstep 
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	Iteration 492Q: 3 clusters Score -1587693 nChanged 13
Entering Unmasked Mstep 
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	Iteration 493Q: 3 clusters Score -1587635 nChanged 17
Entering Unmasked Mstep 
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	Iteration 494Q: 3 clusters Score -1587682 nChanged 4
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	Iteration 495Q: 3 clusters Score -1587720 nChanged 13
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 496Q: 3 clusters Score -1587674 nChanged 9
Entering Unmasked Mstep 
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	Iteration 497Q: 3 clusters Score -1587685 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5246 members 
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Entering Unmasked Estep 
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	Iteration 498Q: 3 clusters Score -1587674 nChanged 17
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Score: -1587635.250000 Penalty: 4641.945312
	Iteration 499Q: 3 clusters Score -1587635 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -1587699.250000 Penalty: 4641.945312
	Iteration 500F: 3 clusters Score -1587699 nChanged 18
Maximum iterations exceeded
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 53249 members 
Mstep: Class 3 contains 4975 members 
Mstep: Class 4 contains 27499 members 
Mstep: Class 5 contains 9519 members 
Mstep: Class 6 contains 4547 members 
Mstep: Class 7 contains 27117 members 
Mstep: Class 8 contains 635 members 
Mstep: Class 9 contains 12277 members 
Mstep: Class 10 contains 1623 members 
Mstep: Class 11 contains 38338 members 
Mstep: Class 12 contains 23793 members 
Mstep: Class 13 contains 214288 members 
Mstep: Class 14 contains 43025 members 
Mstep: Class 15 contains 5245 members 
Mstep: Class 16 contains 45650 members 
Mstep: Class 17 contains 13960 members 
Mstep: Class 18 contains 14148 members 
Mstep: Class 19 contains 62490 members 
Mstep: Class 20 contains 11804 members 
Mstep: Class 21 contains 15259 members 
Mstep: Class 22 contains 2811 members 
Mstep: Class 23 contains 8205 members 
Mstep: Class 24 contains 18789 members 
Mstep: Class 25 contains 1981 members 
Mstep: Class 26 contains 192354 members 
Mstep: Class 27 contains 5554 members 
Mstep: Class 28 contains 4160 members 
Mstep: Class 29 contains 43193 members 
Mstep: Class 30 contains 5527 members 
Mstep: Class 31 contains 969 members 
Mstep: Class 32 contains 1887 members 
Mstep: Class 33 contains 49889 members 
Mstep: Class 34 contains 2830 members 
Mstep: Class 35 contains 8051 members 
Mstep: Class 36 contains 2541 members 
Mstep: Class 37 contains 166504 members 
Mstep: Class 38 contains 9440 members 
Mstep: Class 39 contains 3334 members 
Mstep: Class 40 contains 6651 members 
Mstep: Class 41 contains 2767 members 
Mstep: Class 42 contains 4414 members 
Mstep: Class 43 contains 478 members 
Mstep: Class 44 contains 3349 members 
Mstep: Class 45 contains 2045 members 
Mstep: Class 46 contains 1022 members 
Mstep: Class 47 contains 3381 members 
Mstep: Class 48 contains 6355 members 
Entering Unmasked Estep 
Score: -147472576.000000 Penalty: 166513.046875
Splitting cluster 15 changes total score from -147455776.000000 to -147472576.000000
So it's getting split into cluster 48.
Entering ConstructFrom: 
Trying to split cluster 16 (45650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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	Iteration 0F: 2 clusters Score -5757977 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
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Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -5727288 nChanged 20742
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Mstep: Class 2 contains 21452 members 
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	Iteration 1F: 3 clusters Score -5739245 nChanged 2334
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Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -5740330 nChanged 2462
Entering Unmasked Mstep 
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Mstep: Class 2 contains 19890 members 
Entering Unmasked Estep 
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	Iteration 3F: 3 clusters Score -5741728 nChanged 2659
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26813 members 
Mstep: Class 2 contains 18837 members 
Entering Unmasked Estep 
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	Iteration 4F: 3 clusters Score -5743455 nChanged 2830
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27905 members 
Mstep: Class 2 contains 17745 members 
Entering Unmasked Estep 
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	Iteration 5F: 3 clusters Score -5745514 nChanged 2918
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28995 members 
Mstep: Class 2 contains 16655 members 
Entering Unmasked Estep 
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	Iteration 6F: 3 clusters Score -5747768 nChanged 2732
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29889 members 
Mstep: Class 2 contains 15761 members 
Entering Unmasked Estep 
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	Iteration 7F: 3 clusters Score -5749870 nChanged 2529
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30490 members 
Mstep: Class 2 contains 15160 members 
Entering Unmasked Estep 
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	Iteration 8F: 3 clusters Score -5751728 nChanged 2045
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30961 members 
Mstep: Class 2 contains 14689 members 
Entering Unmasked Estep 
Score: -5753121.500000 Penalty: 5321.464355
	Iteration 9Q: 3 clusters Score -5753122 nChanged 1580
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31215 members 
Mstep: Class 2 contains 14435 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -5754092 nChanged 1223
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31344 members 
Mstep: Class 2 contains 14306 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -5754791 nChanged 1063
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31333 members 
Mstep: Class 2 contains 14317 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -5755308 nChanged 881
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31252 members 
Mstep: Class 2 contains 14398 members 
Entering Unmasked Estep 
Score: -5755667.500000 Penalty: 5321.464355
	Iteration 13Q: 3 clusters Score -5755668 nChanged 708
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31124 members 
Mstep: Class 2 contains 14526 members 
Entering Unmasked Estep 
Score: -5755910.500000 Penalty: 5321.464355
	Iteration 14Q: 3 clusters Score -5755910 nChanged 571
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30993 members 
Mstep: Class 2 contains 14657 members 
Entering Unmasked Estep 
Score: -5756033.000000 Penalty: 5321.464355
	Iteration 15Q: 3 clusters Score -5756033 nChanged 433
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30802 members 
Mstep: Class 2 contains 14848 members 
Entering Unmasked Estep 
Score: -5756141.000000 Penalty: 5321.464355
	Iteration 16Q: 3 clusters Score -5756141 nChanged 361
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Mstep: Class 1 contains 30589 members 
Mstep: Class 2 contains 15061 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -5756230 nChanged 278
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Mstep: Class 1 contains 30419 members 
Mstep: Class 2 contains 15231 members 
Entering Unmasked Estep 
Score: -5756261.500000 Penalty: 5321.464355
	Iteration 18Q: 3 clusters Score -5756262 nChanged 241
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30276 members 
Mstep: Class 2 contains 15374 members 
Entering Unmasked Estep 
Score: -5756297.000000 Penalty: 5321.464355
	Iteration 19Q: 3 clusters Score -5756297 nChanged 204
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30140 members 
Mstep: Class 2 contains 15510 members 
Entering Unmasked Estep 
Score: -5756335.000000 Penalty: 5321.464355
	Iteration 20F: 3 clusters Score -5756335 nChanged 183
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29999 members 
Mstep: Class 2 contains 15651 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -5756358 nChanged 173
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29856 members 
Mstep: Class 2 contains 15794 members 
Entering Unmasked Estep 
Score: -5756351.500000 Penalty: 5321.464355
	Iteration 22Q: 3 clusters Score -5756352 nChanged 156
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29728 members 
Mstep: Class 2 contains 15922 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -5756365 nChanged 135
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29617 members 
Mstep: Class 2 contains 16033 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -5756368 nChanged 121
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29520 members 
Mstep: Class 2 contains 16130 members 
Entering Unmasked Estep 
Score: -5756388.500000 Penalty: 5321.464355
	Iteration 25Q: 3 clusters Score -5756388 nChanged 107
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29429 members 
Mstep: Class 2 contains 16221 members 
Entering Unmasked Estep 
Score: -5756413.000000 Penalty: 5321.464355
	Iteration 26Q: 3 clusters Score -5756413 nChanged 103
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29336 members 
Mstep: Class 2 contains 16314 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -5756425 nChanged 99
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29245 members 
Mstep: Class 2 contains 16405 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -5756448 nChanged 93
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29166 members 
Mstep: Class 2 contains 16484 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -5756458 nChanged 80
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29094 members 
Mstep: Class 2 contains 16556 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -5756456 nChanged 98
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29010 members 
Mstep: Class 2 contains 16640 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -5756462 nChanged 86
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28930 members 
Mstep: Class 2 contains 16720 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -5756499 nChanged 68
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Mstep: Class 1 contains 28868 members 
Mstep: Class 2 contains 16782 members 
Entering Unmasked Estep 
Score: -5756495.500000 Penalty: 5321.464355
	Iteration 33Q: 3 clusters Score -5756496 nChanged 72
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28800 members 
Mstep: Class 2 contains 16850 members 
Entering Unmasked Estep 
Score: -5756503.000000 Penalty: 5321.464355
	Iteration 34Q: 3 clusters Score -5756503 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28743 members 
Mstep: Class 2 contains 16907 members 
Entering Unmasked Estep 
Score: -5756517.000000 Penalty: 5321.464355
	Iteration 35Q: 3 clusters Score -5756517 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28690 members 
Mstep: Class 2 contains 16960 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -5756500 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28638 members 
Mstep: Class 2 contains 17012 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -5756489 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28585 members 
Mstep: Class 2 contains 17065 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -5756488 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28538 members 
Mstep: Class 2 contains 17112 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -5756488 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28490 members 
Mstep: Class 2 contains 17160 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -5756488 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28452 members 
Mstep: Class 2 contains 17198 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -5756489 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28417 members 
Mstep: Class 2 contains 17233 members 
Entering Unmasked Estep 
Score: -5756496.500000 Penalty: 5321.464355
	Iteration 42Q: 3 clusters Score -5756496 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28392 members 
Mstep: Class 2 contains 17258 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -5756496 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28365 members 
Mstep: Class 2 contains 17285 members 
Entering Unmasked Estep 
Score: -5756514.500000 Penalty: 5321.464355
	Iteration 44Q: 3 clusters Score -5756514 nChanged 75
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28320 members 
Mstep: Class 2 contains 17330 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -5756502 nChanged 79
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Mstep: Class 1 contains 28275 members 
Mstep: Class 2 contains 17375 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -5756510 nChanged 89
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28238 members 
Mstep: Class 2 contains 17412 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -5756512 nChanged 72
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Mstep: Class 1 contains 28212 members 
Mstep: Class 2 contains 17438 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -5756535 nChanged 71
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28173 members 
Mstep: Class 2 contains 17477 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -5756548 nChanged 80
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Mstep: Class 1 contains 28131 members 
Mstep: Class 2 contains 17519 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -5756538 nChanged 92
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28093 members 
Mstep: Class 2 contains 17557 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -5756569 nChanged 94
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28039 members 
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Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -5756576 nChanged 106
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Mstep: Class 1 contains 27987 members 
Mstep: Class 2 contains 17663 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -5756591 nChanged 101
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27934 members 
Mstep: Class 2 contains 17716 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -5756600 nChanged 86
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27882 members 
Mstep: Class 2 contains 17768 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -5756624 nChanged 82
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27834 members 
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Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -5756622 nChanged 83
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27783 members 
Mstep: Class 2 contains 17867 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -5756620 nChanged 70
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27751 members 
Mstep: Class 2 contains 17899 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -5756629 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27735 members 
Mstep: Class 2 contains 17915 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -5756646 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27726 members 
Mstep: Class 2 contains 17924 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -5756644 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27721 members 
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Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -5756643 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27714 members 
Mstep: Class 2 contains 17936 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -5756644 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27706 members 
Mstep: Class 2 contains 17944 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -5756641 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27689 members 
Mstep: Class 2 contains 17961 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -5756640 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27677 members 
Mstep: Class 2 contains 17973 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -5756637 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27663 members 
Mstep: Class 2 contains 17987 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -5756650 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27640 members 
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Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -5756677 nChanged 39
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Mstep: Class 1 contains 27625 members 
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Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -5756668 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27609 members 
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Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -5756676 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27594 members 
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Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -5756673 nChanged 43
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -5756689 nChanged 47
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Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -5756696 nChanged 43
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Mstep: Class 1 contains 27557 members 
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Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -5756702 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27552 members 
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Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -5756686 nChanged 45
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Mstep: Class 1 contains 27545 members 
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Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -5756692 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27527 members 
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Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -5756679 nChanged 69
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Mstep: Class 1 contains 27506 members 
Mstep: Class 2 contains 18144 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -5756680 nChanged 84
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27472 members 
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Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -5756688 nChanged 76
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Mstep: Class 1 contains 27436 members 
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -5756687 nChanged 72
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27406 members 
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -5756678 nChanged 74
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27376 members 
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Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -5756684 nChanged 67
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27343 members 
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Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -5756698 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27327 members 
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Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -5756707 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27314 members 
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -5756708 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27306 members 
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -5756722 nChanged 38
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Mstep: Class 1 contains 27294 members 
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Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -5756722 nChanged 35
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -5756730 nChanged 26
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -5756728 nChanged 25
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -5756734 nChanged 29
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Mstep: Class 1 contains 27221 members 
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	Iteration 90Q: 3 clusters Score -5756736 nChanged 27
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -5756734 nChanged 31
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -5756739 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27151 members 
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -5756746 nChanged 27
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Mstep: Class 1 contains 27138 members 
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -5756749 nChanged 30
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	Iteration 95Q: 3 clusters Score -5756736 nChanged 36
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	Iteration 96Q: 3 clusters Score -5756746 nChanged 37
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	Iteration 97Q: 3 clusters Score -5756758 nChanged 35
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -5756750 nChanged 28
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -5756748 nChanged 36
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Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -5756747 nChanged 30
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	Iteration 101Q: 3 clusters Score -5756750 nChanged 31
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Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -5756752 nChanged 35
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Mstep: Class 1 contains 26994 members 
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Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -5756754 nChanged 26
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Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -5756758 nChanged 19
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -5756756 nChanged 22
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	Iteration 106Q: 3 clusters Score -5756766 nChanged 21
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -5756763 nChanged 25
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	Iteration 108Q: 3 clusters Score -5756760 nChanged 20
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Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -5756772 nChanged 15
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	Iteration 110Q: 3 clusters Score -5756773 nChanged 19
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Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -5756771 nChanged 23
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	Iteration 112Q: 3 clusters Score -5756758 nChanged 25
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	Iteration 113Q: 3 clusters Score -5756758 nChanged 23
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Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -5756761 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26799 members 
Mstep: Class 2 contains 18851 members 
Entering Unmasked Estep 
Score: -5756777.000000 Penalty: 5321.464355
	Iteration 115Q: 3 clusters Score -5756777 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26781 members 
Mstep: Class 2 contains 18869 members 
Entering Unmasked Estep 
Score: -5756764.000000 Penalty: 5321.464355
	Iteration 116Q: 3 clusters Score -5756764 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26767 members 
Mstep: Class 2 contains 18883 members 
Entering Unmasked Estep 
Score: -5756764.500000 Penalty: 5321.464355
	Iteration 117Q: 3 clusters Score -5756764 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26758 members 
Mstep: Class 2 contains 18892 members 
Entering Unmasked Estep 
Score: -5756766.000000 Penalty: 5321.464355
	Iteration 118Q: 3 clusters Score -5756766 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26751 members 
Mstep: Class 2 contains 18899 members 
Entering Unmasked Estep 
Score: -5756758.500000 Penalty: 5321.464355
	Iteration 119Q: 3 clusters Score -5756758 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26742 members 
Mstep: Class 2 contains 18908 members 
Entering Unmasked Estep 
Score: -5756751.500000 Penalty: 5321.464355
	Iteration 120F: 3 clusters Score -5756752 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26731 members 
Mstep: Class 2 contains 18919 members 
Entering Unmasked Estep 
Score: -5756757.000000 Penalty: 5321.464355
	Iteration 121Q: 3 clusters Score -5756757 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26723 members 
Mstep: Class 2 contains 18927 members 
Entering Unmasked Estep 
Score: -5756768.000000 Penalty: 5321.464355
	Iteration 122Q: 3 clusters Score -5756768 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26716 members 
Mstep: Class 2 contains 18934 members 
Entering Unmasked Estep 
Score: -5756765.000000 Penalty: 5321.464355
	Iteration 123Q: 3 clusters Score -5756765 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26711 members 
Mstep: Class 2 contains 18939 members 
Entering Unmasked Estep 
Score: -5756766.000000 Penalty: 5321.464355
	Iteration 124Q: 3 clusters Score -5756766 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26704 members 
Mstep: Class 2 contains 18946 members 
Entering Unmasked Estep 
Score: -5756758.500000 Penalty: 5321.464355
	Iteration 125Q: 3 clusters Score -5756758 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26696 members 
Mstep: Class 2 contains 18954 members 
Entering Unmasked Estep 
Score: -5756769.500000 Penalty: 5321.464355
	Iteration 126Q: 3 clusters Score -5756770 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26687 members 
Mstep: Class 2 contains 18963 members 
Entering Unmasked Estep 
Score: -5756768.500000 Penalty: 5321.464355
	Iteration 127Q: 3 clusters Score -5756768 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26678 members 
Mstep: Class 2 contains 18972 members 
Entering Unmasked Estep 
Score: -5756766.000000 Penalty: 5321.464355
	Iteration 128Q: 3 clusters Score -5756766 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26669 members 
Mstep: Class 2 contains 18981 members 
Entering Unmasked Estep 
Score: -5756765.000000 Penalty: 5321.464355
	Iteration 129Q: 3 clusters Score -5756765 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26663 members 
Mstep: Class 2 contains 18987 members 
Entering Unmasked Estep 
Score: -5756764.000000 Penalty: 5321.464355
	Iteration 130Q: 3 clusters Score -5756764 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26658 members 
Mstep: Class 2 contains 18992 members 
Entering Unmasked Estep 
Score: -5756768.000000 Penalty: 5321.464355
	Iteration 131Q: 3 clusters Score -5756768 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26652 members 
Mstep: Class 2 contains 18998 members 
Entering Unmasked Estep 
Score: -5756764.000000 Penalty: 5321.464355
	Iteration 132Q: 3 clusters Score -5756764 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26646 members 
Mstep: Class 2 contains 19004 members 
Entering Unmasked Estep 
Score: -5756773.500000 Penalty: 5321.464355
	Iteration 133Q: 3 clusters Score -5756774 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26638 members 
Mstep: Class 2 contains 19012 members 
Entering Unmasked Estep 
Score: -5756774.500000 Penalty: 5321.464355
	Iteration 134Q: 3 clusters Score -5756774 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26631 members 
Mstep: Class 2 contains 19019 members 
Entering Unmasked Estep 
Score: -5756768.500000 Penalty: 5321.464355
	Iteration 135Q: 3 clusters Score -5756768 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26626 members 
Mstep: Class 2 contains 19024 members 
Entering Unmasked Estep 
Score: -5756768.000000 Penalty: 5321.464355
	Iteration 136Q: 3 clusters Score -5756768 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26616 members 
Mstep: Class 2 contains 19034 members 
Entering Unmasked Estep 
Score: -5756777.500000 Penalty: 5321.464355
	Iteration 137Q: 3 clusters Score -5756778 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26607 members 
Mstep: Class 2 contains 19043 members 
Entering Unmasked Estep 
Score: -5756778.500000 Penalty: 5321.464355
	Iteration 138Q: 3 clusters Score -5756778 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26598 members 
Mstep: Class 2 contains 19052 members 
Entering Unmasked Estep 
Score: -5756772.000000 Penalty: 5321.464355
	Iteration 139Q: 3 clusters Score -5756772 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26595 members 
Mstep: Class 2 contains 19055 members 
Entering Unmasked Estep 
Score: -5756774.000000 Penalty: 5321.464355
	Iteration 140F: 3 clusters Score -5756774 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26589 members 
Mstep: Class 2 contains 19061 members 
Entering Unmasked Estep 
Score: -5756779.500000 Penalty: 5321.464355
	Iteration 141Q: 3 clusters Score -5756780 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26587 members 
Mstep: Class 2 contains 19063 members 
Entering Unmasked Estep 
Score: -5756779.000000 Penalty: 5321.464355
	Iteration 142Q: 3 clusters Score -5756779 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26586 members 
Mstep: Class 2 contains 19064 members 
Entering Unmasked Estep 
Score: -5756784.000000 Penalty: 5321.464355
	Iteration 143Q: 3 clusters Score -5756784 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26585 members 
Mstep: Class 2 contains 19065 members 
Entering Unmasked Estep 
Score: -5756781.000000 Penalty: 5321.464355
	Iteration 144Q: 3 clusters Score -5756781 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26584 members 
Mstep: Class 2 contains 19066 members 
Entering Unmasked Estep 
Score: -5756775.500000 Penalty: 5321.464355
	Iteration 145Q: 3 clusters Score -5756776 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26583 members 
Mstep: Class 2 contains 19067 members 
Entering Unmasked Estep 
Score: -5756779.000000 Penalty: 5321.464355
	Iteration 146Q: 3 clusters Score -5756779 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26583 members 
Mstep: Class 2 contains 19067 members 
Entering Unmasked Estep 
Score: -5756777.500000 Penalty: 5321.464355
	Iteration 147Q: 3 clusters Score -5756778 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26583 members 
Mstep: Class 2 contains 19067 members 
Entering Unmasked Estep 
Score: -5756775.000000 Penalty: 5321.464355
	Iteration 148Q: 3 clusters Score -5756775 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26584 members 
Mstep: Class 2 contains 19066 members 
Entering Unmasked Estep 
Score: -5756771.500000 Penalty: 5321.464355
	Iteration 149Q: 3 clusters Score -5756772 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26584 members 
Mstep: Class 2 contains 19066 members 
Entering Unmasked Estep 
Score: -5756771.000000 Penalty: 5321.464355
	Iteration 150Q: 3 clusters Score -5756771 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26583 members 
Mstep: Class 2 contains 19067 members 
Entering Unmasked Estep 
Score: -5756770.500000 Penalty: 5321.464355
	Iteration 151Q: 3 clusters Score -5756770 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26583 members 
Mstep: Class 2 contains 19067 members 
Entering Unmasked Estep 
Score: -5756770.500000 Penalty: 5321.464355
	Iteration 152F: 3 clusters Score -5756770 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (13960 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13960 members 
Entering Unmasked Estep 
Score: -1751286.000000 Penalty: 2366.899902
	Iteration 0F: 2 clusters Score -1751286 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -1741121.125000 Penalty: 4733.799805
	Iteration 0F: 3 clusters Score -1741121 nChanged 5889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -1744452.875000 Penalty: 4733.799805
	Iteration 1F: 3 clusters Score -1744453 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -1744909.000000 Penalty: 4733.799805
	Iteration 2F: 3 clusters Score -1744909 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -1745325.875000 Penalty: 4733.799805
	Iteration 3F: 3 clusters Score -1745326 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -1745770.125000 Penalty: 4733.799805
	Iteration 4F: 3 clusters Score -1745770 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -1746269.250000 Penalty: 4733.799805
	Iteration 5F: 3 clusters Score -1746269 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -1746900.250000 Penalty: 4733.799805
	Iteration 6F: 3 clusters Score -1746900 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -1747654.000000 Penalty: 4733.799805
	Iteration 7F: 3 clusters Score -1747654 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -1748488.125000 Penalty: 4733.799805
	Iteration 8F: 3 clusters Score -1748488 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -1749317.125000 Penalty: 4733.799805
	Iteration 9F: 3 clusters Score -1749317 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -1749960.375000 Penalty: 4733.799805
	Iteration 10F: 3 clusters Score -1749960 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -1750338.500000 Penalty: 4733.799805
	Iteration 11Q: 3 clusters Score -1750338 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -1750647.875000 Penalty: 4733.799805
	Iteration 12Q: 3 clusters Score -1750648 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -1750906.500000 Penalty: 4733.799805
	Iteration 13Q: 3 clusters Score -1750906 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -1751143.250000 Penalty: 4733.799805
	Iteration 14Q: 3 clusters Score -1751143 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -1751358.375000 Penalty: 4733.799805
	Iteration 15Q: 3 clusters Score -1751358 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -1751523.250000 Penalty: 4733.799805
	Iteration 16Q: 3 clusters Score -1751523 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8873 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -1751596.875000 Penalty: 4733.799805
	Iteration 17Q: 3 clusters Score -1751597 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -1751628.125000 Penalty: 4733.799805
	Iteration 18Q: 3 clusters Score -1751628 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9007 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -1751660.375000 Penalty: 4733.799805
	Iteration 19Q: 3 clusters Score -1751660 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9059 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -1751670.250000 Penalty: 4733.799805
	Iteration 20F: 3 clusters Score -1751670 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -1751680.125000 Penalty: 4733.799805
	Iteration 21Q: 3 clusters Score -1751680 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -1751689.500000 Penalty: 4733.799805
	Iteration 22Q: 3 clusters Score -1751690 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -1751694.125000 Penalty: 4733.799805
	Iteration 23Q: 3 clusters Score -1751694 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -1751694.750000 Penalty: 4733.799805
	Iteration 24Q: 3 clusters Score -1751695 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -1751698.750000 Penalty: 4733.799805
	Iteration 25Q: 3 clusters Score -1751699 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -1751702.375000 Penalty: 4733.799805
	Iteration 26Q: 3 clusters Score -1751702 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -1751706.750000 Penalty: 4733.799805
	Iteration 27Q: 3 clusters Score -1751707 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -1751705.125000 Penalty: 4733.799805
	Iteration 28Q: 3 clusters Score -1751705 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -1751708.250000 Penalty: 4733.799805
	Iteration 29Q: 3 clusters Score -1751708 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -1751707.250000 Penalty: 4733.799805
	Iteration 30Q: 3 clusters Score -1751707 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -1751708.250000 Penalty: 4733.799805
	Iteration 31Q: 3 clusters Score -1751708 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -1751714.250000 Penalty: 4733.799805
	Iteration 32Q: 3 clusters Score -1751714 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -1751716.875000 Penalty: 4733.799805
	Iteration 33Q: 3 clusters Score -1751717 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -1751715.875000 Penalty: 4733.799805
	Iteration 34Q: 3 clusters Score -1751716 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -1751719.875000 Penalty: 4733.799805
	Iteration 35Q: 3 clusters Score -1751720 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -1751722.875000 Penalty: 4733.799805
	Iteration 36Q: 3 clusters Score -1751723 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -1751724.500000 Penalty: 4733.799805
	Iteration 37Q: 3 clusters Score -1751724 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -1751724.500000 Penalty: 4733.799805
	Iteration 38Q: 3 clusters Score -1751724 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -1751727.500000 Penalty: 4733.799805
	Iteration 39Q: 3 clusters Score -1751728 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -1751730.375000 Penalty: 4733.799805
	Iteration 40F: 3 clusters Score -1751730 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -1751733.125000 Penalty: 4733.799805
	Iteration 41Q: 3 clusters Score -1751733 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -1751734.250000 Penalty: 4733.799805
	Iteration 42Q: 3 clusters Score -1751734 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -1751737.375000 Penalty: 4733.799805
	Iteration 43Q: 3 clusters Score -1751737 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9465 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -1751739.125000 Penalty: 4733.799805
	Iteration 44Q: 3 clusters Score -1751739 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -1751741.125000 Penalty: 4733.799805
	Iteration 45Q: 3 clusters Score -1751741 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9489 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -1751741.000000 Penalty: 4733.799805
	Iteration 46Q: 3 clusters Score -1751741 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -1751740.750000 Penalty: 4733.799805
	Iteration 47Q: 3 clusters Score -1751741 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -1751746.375000 Penalty: 4733.799805
	Iteration 48Q: 3 clusters Score -1751746 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -1751751.750000 Penalty: 4733.799805
	Iteration 49Q: 3 clusters Score -1751752 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -1751763.250000 Penalty: 4733.799805
	Iteration 50Q: 3 clusters Score -1751763 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -1751771.250000 Penalty: 4733.799805
	Iteration 51Q: 3 clusters Score -1751771 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -1751776.875000 Penalty: 4733.799805
	Iteration 52Q: 3 clusters Score -1751777 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -1751780.375000 Penalty: 4733.799805
	Iteration 53Q: 3 clusters Score -1751780 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -1751783.500000 Penalty: 4733.799805
	Iteration 54Q: 3 clusters Score -1751784 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -1751785.625000 Penalty: 4733.799805
	Iteration 55Q: 3 clusters Score -1751786 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -1751786.500000 Penalty: 4733.799805
	Iteration 56Q: 3 clusters Score -1751786 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -1751785.500000 Penalty: 4733.799805
	Iteration 57Q: 3 clusters Score -1751786 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -1751785.625000 Penalty: 4733.799805
	Iteration 58Q: 3 clusters Score -1751786 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -1751787.500000 Penalty: 4733.799805
	Iteration 59Q: 3 clusters Score -1751788 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -1751788.875000 Penalty: 4733.799805
	Iteration 60F: 3 clusters Score -1751789 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 53249 members 
Mstep: Class 3 contains 4975 members 
Mstep: Class 4 contains 27499 members 
Mstep: Class 5 contains 9519 members 
Mstep: Class 6 contains 4547 members 
Mstep: Class 7 contains 27117 members 
Mstep: Class 8 contains 635 members 
Mstep: Class 9 contains 12277 members 
Mstep: Class 10 contains 1623 members 
Mstep: Class 11 contains 38338 members 
Mstep: Class 12 contains 23793 members 
Mstep: Class 13 contains 214288 members 
Mstep: Class 14 contains 43025 members 
Mstep: Class 15 contains 5245 members 
Mstep: Class 16 contains 45650 members 
Mstep: Class 17 contains 9722 members 
Mstep: Class 18 contains 14148 members 
Mstep: Class 19 contains 62490 members 
Mstep: Class 20 contains 11804 members 
Mstep: Class 21 contains 15259 members 
Mstep: Class 22 contains 2811 members 
Mstep: Class 23 contains 8205 members 
Mstep: Class 24 contains 18789 members 
Mstep: Class 25 contains 1981 members 
Mstep: Class 26 contains 192354 members 
Mstep: Class 27 contains 5554 members 
Mstep: Class 28 contains 4160 members 
Mstep: Class 29 contains 43193 members 
Mstep: Class 30 contains 5527 members 
Mstep: Class 31 contains 969 members 
Mstep: Class 32 contains 1887 members 
Mstep: Class 33 contains 49889 members 
Mstep: Class 34 contains 2830 members 
Mstep: Class 35 contains 8051 members 
Mstep: Class 36 contains 2541 members 
Mstep: Class 37 contains 166504 members 
Mstep: Class 38 contains 9440 members 
Mstep: Class 39 contains 3334 members 
Mstep: Class 40 contains 6651 members 
Mstep: Class 41 contains 2767 members 
Mstep: Class 42 contains 4414 members 
Mstep: Class 43 contains 478 members 
Mstep: Class 44 contains 3349 members 
Mstep: Class 45 contains 2045 members 
Mstep: Class 46 contains 1022 members 
Mstep: Class 47 contains 3381 members 
Mstep: Class 48 contains 6355 members 
Mstep: Class 49 contains 4238 members 
Entering Unmasked Estep 
Score: -147472112.000000 Penalty: 169982.078125
Splitting cluster 17 changes total score from -147455776.000000 to -147472112.000000
So it's getting split into cluster 49.
Entering ConstructFrom: 
Trying to split cluster 18 (14148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14148 members 
Entering Unmasked Estep 
Score: -1820784.625000 Penalty: 2370.217285
	Iteration 0F: 2 clusters Score -1820785 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -1810575.250000 Penalty: 4740.434570
	Iteration 0F: 3 clusters Score -1810575 nChanged 6042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -1813671.375000 Penalty: 4740.434570
	Iteration 1F: 3 clusters Score -1813671 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -1814049.125000 Penalty: 4740.434570
	Iteration 2F: 3 clusters Score -1814049 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -1814321.375000 Penalty: 4740.434570
	Iteration 3Q: 3 clusters Score -1814321 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -1814576.125000 Penalty: 4740.434570
	Iteration 4Q: 3 clusters Score -1814576 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -1814824.500000 Penalty: 4740.434570
	Iteration 5Q: 3 clusters Score -1814824 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -1815108.125000 Penalty: 4740.434570
	Iteration 6Q: 3 clusters Score -1815108 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -1815520.500000 Penalty: 4740.434570
	Iteration 7Q: 3 clusters Score -1815520 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10329 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -1816026.000000 Penalty: 4740.434570
	Iteration 8F: 3 clusters Score -1816026 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10984 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -1816558.250000 Penalty: 4740.434570
	Iteration 9Q: 3 clusters Score -1816558 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11631 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -1817148.500000 Penalty: 4740.434570
	Iteration 10F: 3 clusters Score -1817148 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12132 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -1817665.125000 Penalty: 4740.434570
	Iteration 11Q: 3 clusters Score -1817665 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12490 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -1818062.750000 Penalty: 4740.434570
	Iteration 12Q: 3 clusters Score -1818063 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12704 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -1818331.750000 Penalty: 4740.434570
	Iteration 13Q: 3 clusters Score -1818332 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12839 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -1818458.875000 Penalty: 4740.434570
	Iteration 14Q: 3 clusters Score -1818459 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12941 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -1818543.500000 Penalty: 4740.434570
	Iteration 15Q: 3 clusters Score -1818544 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13013 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -1818601.500000 Penalty: 4740.434570
	Iteration 16Q: 3 clusters Score -1818602 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13063 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -1818647.000000 Penalty: 4740.434570
	Iteration 17Q: 3 clusters Score -1818647 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13101 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -1818666.375000 Penalty: 4740.434570
	Iteration 18Q: 3 clusters Score -1818666 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13136 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1818681.750000 Penalty: 4740.434570
	Iteration 19Q: 3 clusters Score -1818682 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13163 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -1818702.000000 Penalty: 4740.434570
	Iteration 20F: 3 clusters Score -1818702 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13179 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1818708.625000 Penalty: 4740.434570
	Iteration 21Q: 3 clusters Score -1818709 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13198 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -1818716.000000 Penalty: 4740.434570
	Iteration 22Q: 3 clusters Score -1818716 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13216 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -1818728.750000 Penalty: 4740.434570
	Iteration 23Q: 3 clusters Score -1818729 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13229 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -1818732.375000 Penalty: 4740.434570
	Iteration 24Q: 3 clusters Score -1818732 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13236 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -1818737.125000 Penalty: 4740.434570
	Iteration 25Q: 3 clusters Score -1818737 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13240 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -1818735.875000 Penalty: 4740.434570
	Iteration 26Q: 3 clusters Score -1818736 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13243 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -1818737.250000 Penalty: 4740.434570
	Iteration 27Q: 3 clusters Score -1818737 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13246 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -1818740.500000 Penalty: 4740.434570
	Iteration 28Q: 3 clusters Score -1818740 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13250 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1818738.875000 Penalty: 4740.434570
	Iteration 29Q: 3 clusters Score -1818739 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13254 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -1818740.875000 Penalty: 4740.434570
	Iteration 30Q: 3 clusters Score -1818741 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13255 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -1818743.750000 Penalty: 4740.434570
	Iteration 31Q: 3 clusters Score -1818744 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13259 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -1818746.625000 Penalty: 4740.434570
	Iteration 32Q: 3 clusters Score -1818747 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13261 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1818749.000000 Penalty: 4740.434570
	Iteration 33Q: 3 clusters Score -1818749 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13267 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1818751.375000 Penalty: 4740.434570
	Iteration 34Q: 3 clusters Score -1818751 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13274 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -1818756.000000 Penalty: 4740.434570
	Iteration 35Q: 3 clusters Score -1818756 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13286 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1818761.875000 Penalty: 4740.434570
	Iteration 36Q: 3 clusters Score -1818762 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13292 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -1818765.750000 Penalty: 4740.434570
	Iteration 37Q: 3 clusters Score -1818766 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13299 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -1818773.125000 Penalty: 4740.434570
	Iteration 38Q: 3 clusters Score -1818773 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13307 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -1818777.875000 Penalty: 4740.434570
	Iteration 39Q: 3 clusters Score -1818778 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13316 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -1818781.500000 Penalty: 4740.434570
	Iteration 40F: 3 clusters Score -1818782 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13321 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -1818781.750000 Penalty: 4740.434570
	Iteration 41Q: 3 clusters Score -1818782 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13326 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -1818783.750000 Penalty: 4740.434570
	Iteration 42Q: 3 clusters Score -1818784 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13329 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1818783.750000 Penalty: 4740.434570
	Iteration 43Q: 3 clusters Score -1818784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13331 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -1818784.375000 Penalty: 4740.434570
	Iteration 44Q: 3 clusters Score -1818784 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13334 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -1818786.125000 Penalty: 4740.434570
	Iteration 45Q: 3 clusters Score -1818786 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13339 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -1818784.875000 Penalty: 4740.434570
	Iteration 46Q: 3 clusters Score -1818785 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13340 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -1818786.375000 Penalty: 4740.434570
	Iteration 47Q: 3 clusters Score -1818786 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13344 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -1818790.875000 Penalty: 4740.434570
	Iteration 48Q: 3 clusters Score -1818791 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13348 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -1818794.375000 Penalty: 4740.434570
	Iteration 49Q: 3 clusters Score -1818794 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13353 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -1818797.875000 Penalty: 4740.434570
	Iteration 50Q: 3 clusters Score -1818798 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13355 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -1818799.000000 Penalty: 4740.434570
	Iteration 51Q: 3 clusters Score -1818799 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13358 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -1818800.000000 Penalty: 4740.434570
	Iteration 52Q: 3 clusters Score -1818800 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13361 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -1818799.250000 Penalty: 4740.434570
	Iteration 53Q: 3 clusters Score -1818799 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13364 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -1818801.750000 Penalty: 4740.434570
	Iteration 54Q: 3 clusters Score -1818802 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13367 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -1818800.375000 Penalty: 4740.434570
	Iteration 55Q: 3 clusters Score -1818800 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13368 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1818801.250000 Penalty: 4740.434570
	Iteration 56Q: 3 clusters Score -1818801 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13369 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -1818802.750000 Penalty: 4740.434570
	Iteration 57Q: 3 clusters Score -1818803 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13370 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -1818803.000000 Penalty: 4740.434570
	Iteration 58Q: 3 clusters Score -1818803 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13370 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -1818803.000000 Penalty: 4740.434570
	Iteration 59F: 3 clusters Score -1818803 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (62490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62490 members 
Entering Unmasked Estep 
Score: -7941667.000000 Penalty: 2738.604980
	Iteration 0F: 2 clusters Score -7941667 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31385 members 
Mstep: Class 2 contains 31105 members 
Entering Unmasked Estep 
Score: -7899907.000000 Penalty: 5477.209961
	Iteration 0F: 3 clusters Score -7899907 nChanged 29054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31995 members 
Mstep: Class 2 contains 30495 members 
Entering Unmasked Estep 
Score: -7915969.500000 Penalty: 5477.209961
	Iteration 1F: 3 clusters Score -7915970 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32493 members 
Mstep: Class 2 contains 29997 members 
Entering Unmasked Estep 
Score: -7916616.000000 Penalty: 5477.209961
	Iteration 2Q: 3 clusters Score -7916616 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33231 members 
Mstep: Class 2 contains 29259 members 
Entering Unmasked Estep 
Score: -7917422.500000 Penalty: 5477.209961
	Iteration 3Q: 3 clusters Score -7917422 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34272 members 
Mstep: Class 2 contains 28218 members 
Entering Unmasked Estep 
Score: -7918458.500000 Penalty: 5477.209961
	Iteration 4Q: 3 clusters Score -7918458 nChanged 2865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35815 members 
Mstep: Class 2 contains 26675 members 
Entering Unmasked Estep 
Score: -7919865.000000 Penalty: 5477.209961
	Iteration 5Q: 3 clusters Score -7919865 nChanged 3227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37974 members 
Mstep: Class 2 contains 24516 members 
Entering Unmasked Estep 
Score: -7921723.500000 Penalty: 5477.209961
	Iteration 6F: 3 clusters Score -7921724 nChanged 3576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40756 members 
Mstep: Class 2 contains 21734 members 
Entering Unmasked Estep 
Score: -7924063.000000 Penalty: 5477.209961
	Iteration 7F: 3 clusters Score -7924063 nChanged 3899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44079 members 
Mstep: Class 2 contains 18411 members 
Entering Unmasked Estep 
Score: -7926894.500000 Penalty: 5477.209961
	Iteration 8F: 3 clusters Score -7926894 nChanged 3824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47519 members 
Mstep: Class 2 contains 14971 members 
Entering Unmasked Estep 
Score: -7929921.000000 Penalty: 5477.209961
	Iteration 9F: 3 clusters Score -7929921 nChanged 3391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50664 members 
Mstep: Class 2 contains 11826 members 
Entering Unmasked Estep 
Score: -7932653.500000 Penalty: 5477.209961
	Iteration 10F: 3 clusters Score -7932654 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53149 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -7934694.000000 Penalty: 5477.209961
	Iteration 11Q: 3 clusters Score -7934694 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55051 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -7936196.000000 Penalty: 5477.209961
	Iteration 12Q: 3 clusters Score -7936196 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56461 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -7937187.500000 Penalty: 5477.209961
	Iteration 13Q: 3 clusters Score -7937188 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57536 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -7937865.500000 Penalty: 5477.209961
	Iteration 14Q: 3 clusters Score -7937866 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58391 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -7938366.000000 Penalty: 5477.209961
	Iteration 15Q: 3 clusters Score -7938366 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59061 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -7938763.000000 Penalty: 5477.209961
	Iteration 16Q: 3 clusters Score -7938763 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59551 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -7939037.000000 Penalty: 5477.209961
	Iteration 17Q: 3 clusters Score -7939037 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59899 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -7939311.000000 Penalty: 5477.209961
	Iteration 18Q: 3 clusters Score -7939311 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60191 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -7939617.000000 Penalty: 5477.209961
	Iteration 19Q: 3 clusters Score -7939617 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60396 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -7939940.000000 Penalty: 5477.209961
	Iteration 20F: 3 clusters Score -7939940 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60522 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -7940147.500000 Penalty: 5477.209961
	Iteration 21Q: 3 clusters Score -7940148 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60592 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -7940291.000000 Penalty: 5477.209961
	Iteration 22Q: 3 clusters Score -7940291 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60634 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -7940350.500000 Penalty: 5477.209961
	Iteration 23Q: 3 clusters Score -7940350 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60658 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -7940384.000000 Penalty: 5477.209961
	Iteration 24Q: 3 clusters Score -7940384 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60675 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -7940403.000000 Penalty: 5477.209961
	Iteration 25Q: 3 clusters Score -7940403 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60685 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -7940423.500000 Penalty: 5477.209961
	Iteration 26Q: 3 clusters Score -7940424 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60689 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -7940415.000000 Penalty: 5477.209961
	Iteration 27Q: 3 clusters Score -7940415 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60692 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -7940429.000000 Penalty: 5477.209961
	Iteration 28Q: 3 clusters Score -7940429 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60691 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -7940420.500000 Penalty: 5477.209961
	Iteration 29Q: 3 clusters Score -7940420 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60693 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -7940410.000000 Penalty: 5477.209961
	Iteration 30Q: 3 clusters Score -7940410 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60691 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -7940420.000000 Penalty: 5477.209961
	Iteration 31Q: 3 clusters Score -7940420 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60690 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -7940421.500000 Penalty: 5477.209961
	Iteration 32Q: 3 clusters Score -7940422 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60689 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -7940419.500000 Penalty: 5477.209961
	Iteration 33Q: 3 clusters Score -7940420 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60689 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -7940419.500000 Penalty: 5477.209961
	Iteration 34F: 3 clusters Score -7940420 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (11804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11804 members 
Entering Unmasked Estep 
Score: -1487857.250000 Penalty: 2325.296143
	Iteration 0F: 2 clusters Score -1487857 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -1479124.000000 Penalty: 4650.592285
	Iteration 0F: 3 clusters Score -1479124 nChanged 4895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -1481648.000000 Penalty: 4650.592285
	Iteration 1F: 3 clusters Score -1481648 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -1482018.375000 Penalty: 4650.592285
	Iteration 2F: 3 clusters Score -1482018 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -1482358.750000 Penalty: 4650.592285
	Iteration 3F: 3 clusters Score -1482359 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -1482677.250000 Penalty: 4650.592285
	Iteration 4F: 3 clusters Score -1482677 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -1482965.250000 Penalty: 4650.592285
	Iteration 5Q: 3 clusters Score -1482965 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -1483194.000000 Penalty: 4650.592285
	Iteration 6Q: 3 clusters Score -1483194 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -1483374.250000 Penalty: 4650.592285
	Iteration 7Q: 3 clusters Score -1483374 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -1483535.625000 Penalty: 4650.592285
	Iteration 8Q: 3 clusters Score -1483536 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -1483673.625000 Penalty: 4650.592285
	Iteration 9Q: 3 clusters Score -1483674 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -1483799.875000 Penalty: 4650.592285
	Iteration 10Q: 3 clusters Score -1483800 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -1483923.125000 Penalty: 4650.592285
	Iteration 11Q: 3 clusters Score -1483923 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -1484026.625000 Penalty: 4650.592285
	Iteration 12Q: 3 clusters Score -1484027 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -1484158.875000 Penalty: 4650.592285
	Iteration 13Q: 3 clusters Score -1484159 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -1484282.625000 Penalty: 4650.592285
	Iteration 14Q: 3 clusters Score -1484283 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -1484395.250000 Penalty: 4650.592285
	Iteration 15Q: 3 clusters Score -1484395 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -1484516.250000 Penalty: 4650.592285
	Iteration 16Q: 3 clusters Score -1484516 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -1484617.250000 Penalty: 4650.592285
	Iteration 17Q: 3 clusters Score -1484617 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -1484706.625000 Penalty: 4650.592285
	Iteration 18Q: 3 clusters Score -1484707 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -1484794.625000 Penalty: 4650.592285
	Iteration 19Q: 3 clusters Score -1484795 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -1484874.125000 Penalty: 4650.592285
	Iteration 20F: 3 clusters Score -1484874 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -1484968.750000 Penalty: 4650.592285
	Iteration 21Q: 3 clusters Score -1484969 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -1485051.750000 Penalty: 4650.592285
	Iteration 22Q: 3 clusters Score -1485052 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -1485138.750000 Penalty: 4650.592285
	Iteration 23Q: 3 clusters Score -1485139 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -1485233.625000 Penalty: 4650.592285
	Iteration 24Q: 3 clusters Score -1485234 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -1485365.875000 Penalty: 4650.592285
	Iteration 25Q: 3 clusters Score -1485366 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -1485494.750000 Penalty: 4650.592285
	Iteration 26Q: 3 clusters Score -1485495 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -1485633.500000 Penalty: 4650.592285
	Iteration 27Q: 3 clusters Score -1485634 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -1485773.750000 Penalty: 4650.592285
	Iteration 28Q: 3 clusters Score -1485774 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 9303 members 
Entering Unmasked Estep 
Score: -1485912.000000 Penalty: 4650.592285
	Iteration 29Q: 3 clusters Score -1485912 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
Score: -1486047.875000 Penalty: 4650.592285
	Iteration 30Q: 3 clusters Score -1486048 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -1486153.125000 Penalty: 4650.592285
	Iteration 31Q: 3 clusters Score -1486153 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -1486240.625000 Penalty: 4650.592285
	Iteration 32Q: 3 clusters Score -1486241 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 9391 members 
Entering Unmasked Estep 
Score: -1486298.750000 Penalty: 4650.592285
	Iteration 33Q: 3 clusters Score -1486299 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -1486337.125000 Penalty: 4650.592285
	Iteration 34Q: 3 clusters Score -1486337 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -1486372.500000 Penalty: 4650.592285
	Iteration 35Q: 3 clusters Score -1486372 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -1486395.125000 Penalty: 4650.592285
	Iteration 36Q: 3 clusters Score -1486395 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -1486411.500000 Penalty: 4650.592285
	Iteration 37Q: 3 clusters Score -1486412 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -1486425.000000 Penalty: 4650.592285
	Iteration 38Q: 3 clusters Score -1486425 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
Score: -1486431.125000 Penalty: 4650.592285
	Iteration 39Q: 3 clusters Score -1486431 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -1486434.625000 Penalty: 4650.592285
	Iteration 40F: 3 clusters Score -1486435 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -1486441.750000 Penalty: 4650.592285
	Iteration 41Q: 3 clusters Score -1486442 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -1486446.500000 Penalty: 4650.592285
	Iteration 42Q: 3 clusters Score -1486446 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -1486448.875000 Penalty: 4650.592285
	Iteration 43Q: 3 clusters Score -1486449 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 9303 members 
Entering Unmasked Estep 
Score: -1486454.375000 Penalty: 4650.592285
	Iteration 44Q: 3 clusters Score -1486454 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -1486460.000000 Penalty: 4650.592285
	Iteration 45Q: 3 clusters Score -1486460 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -1486464.000000 Penalty: 4650.592285
	Iteration 46Q: 3 clusters Score -1486464 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -1486465.625000 Penalty: 4650.592285
	Iteration 47Q: 3 clusters Score -1486466 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -1486469.750000 Penalty: 4650.592285
	Iteration 48Q: 3 clusters Score -1486470 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -1486472.875000 Penalty: 4650.592285
	Iteration 49Q: 3 clusters Score -1486473 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -1486477.375000 Penalty: 4650.592285
	Iteration 50Q: 3 clusters Score -1486477 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -1486476.125000 Penalty: 4650.592285
	Iteration 51Q: 3 clusters Score -1486476 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -1486477.500000 Penalty: 4650.592285
	Iteration 52Q: 3 clusters Score -1486478 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -1486481.750000 Penalty: 4650.592285
	Iteration 53Q: 3 clusters Score -1486482 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
Score: -1486481.625000 Penalty: 4650.592285
	Iteration 54Q: 3 clusters Score -1486482 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -1486486.125000 Penalty: 4650.592285
	Iteration 55Q: 3 clusters Score -1486486 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -1486484.000000 Penalty: 4650.592285
	Iteration 56Q: 3 clusters Score -1486484 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -1486484.125000 Penalty: 4650.592285
	Iteration 57Q: 3 clusters Score -1486484 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -1486484.375000 Penalty: 4650.592285
	Iteration 58Q: 3 clusters Score -1486484 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -1486484.375000 Penalty: 4650.592285
	Iteration 59F: 3 clusters Score -1486484 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (15259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15259 members 
Entering Unmasked Estep 
Score: -1765712.500000 Penalty: 2388.965332
	Iteration 0F: 2 clusters Score -1765712 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -1754663.375000 Penalty: 4777.930664
	Iteration 0F: 3 clusters Score -1754663 nChanged 6576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -1758400.125000 Penalty: 4777.930664
	Iteration 1F: 3 clusters Score -1758400 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -1758923.375000 Penalty: 4777.930664
	Iteration 2F: 3 clusters Score -1758923 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -1759321.625000 Penalty: 4777.930664
	Iteration 3F: 3 clusters Score -1759322 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -1759671.750000 Penalty: 4777.930664
	Iteration 4Q: 3 clusters Score -1759672 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -1759944.750000 Penalty: 4777.930664
	Iteration 5Q: 3 clusters Score -1759945 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -1760192.750000 Penalty: 4777.930664
	Iteration 6Q: 3 clusters Score -1760193 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -1760461.000000 Penalty: 4777.930664
	Iteration 7Q: 3 clusters Score -1760461 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -1760709.375000 Penalty: 4777.930664
	Iteration 8Q: 3 clusters Score -1760709 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -1760930.125000 Penalty: 4777.930664
	Iteration 9Q: 3 clusters Score -1760930 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -1761121.625000 Penalty: 4777.930664
	Iteration 10Q: 3 clusters Score -1761122 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -1761279.125000 Penalty: 4777.930664
	Iteration 11Q: 3 clusters Score -1761279 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -1761400.250000 Penalty: 4777.930664
	Iteration 12Q: 3 clusters Score -1761400 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -1761524.000000 Penalty: 4777.930664
	Iteration 13Q: 3 clusters Score -1761524 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -1761614.625000 Penalty: 4777.930664
	Iteration 14Q: 3 clusters Score -1761615 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -1761701.750000 Penalty: 4777.930664
	Iteration 15Q: 3 clusters Score -1761702 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -1761792.875000 Penalty: 4777.930664
	Iteration 16Q: 3 clusters Score -1761793 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9687 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -1761887.375000 Penalty: 4777.930664
	Iteration 17Q: 3 clusters Score -1761887 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -1761978.500000 Penalty: 4777.930664
	Iteration 18Q: 3 clusters Score -1761978 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10131 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -1762072.625000 Penalty: 4777.930664
	Iteration 19Q: 3 clusters Score -1762073 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -1762160.000000 Penalty: 4777.930664
	Iteration 20F: 3 clusters Score -1762160 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10592 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -1762249.000000 Penalty: 4777.930664
	Iteration 21Q: 3 clusters Score -1762249 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -1762354.875000 Penalty: 4777.930664
	Iteration 22Q: 3 clusters Score -1762355 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11075 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -1762462.375000 Penalty: 4777.930664
	Iteration 23Q: 3 clusters Score -1762462 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11323 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -1762573.625000 Penalty: 4777.930664
	Iteration 24Q: 3 clusters Score -1762574 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11562 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -1762686.875000 Penalty: 4777.930664
	Iteration 25Q: 3 clusters Score -1762687 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11778 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -1762786.625000 Penalty: 4777.930664
	Iteration 26Q: 3 clusters Score -1762787 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11987 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -1762887.125000 Penalty: 4777.930664
	Iteration 27Q: 3 clusters Score -1762887 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12200 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -1762986.000000 Penalty: 4777.930664
	Iteration 28Q: 3 clusters Score -1762986 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12424 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -1763096.375000 Penalty: 4777.930664
	Iteration 29Q: 3 clusters Score -1763096 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12637 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -1763210.750000 Penalty: 4777.930664
	Iteration 30Q: 3 clusters Score -1763211 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12847 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -1763313.375000 Penalty: 4777.930664
	Iteration 31Q: 3 clusters Score -1763313 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13028 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -1763407.500000 Penalty: 4777.930664
	Iteration 32Q: 3 clusters Score -1763408 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13193 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -1763483.750000 Penalty: 4777.930664
	Iteration 33Q: 3 clusters Score -1763484 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13324 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -1763538.875000 Penalty: 4777.930664
	Iteration 34Q: 3 clusters Score -1763539 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13430 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -1763590.875000 Penalty: 4777.930664
	Iteration 35Q: 3 clusters Score -1763591 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13522 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -1763642.750000 Penalty: 4777.930664
	Iteration 36Q: 3 clusters Score -1763643 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13592 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -1763672.250000 Penalty: 4777.930664
	Iteration 37Q: 3 clusters Score -1763672 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13658 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -1763704.625000 Penalty: 4777.930664
	Iteration 38Q: 3 clusters Score -1763705 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13710 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -1763723.875000 Penalty: 4777.930664
	Iteration 39Q: 3 clusters Score -1763724 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13745 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -1763737.125000 Penalty: 4777.930664
	Iteration 40F: 3 clusters Score -1763737 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13779 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -1763757.000000 Penalty: 4777.930664
	Iteration 41Q: 3 clusters Score -1763757 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13807 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -1763767.125000 Penalty: 4777.930664
	Iteration 42Q: 3 clusters Score -1763767 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13824 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -1763771.125000 Penalty: 4777.930664
	Iteration 43Q: 3 clusters Score -1763771 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13836 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -1763779.000000 Penalty: 4777.930664
	Iteration 44Q: 3 clusters Score -1763779 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13854 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -1763788.375000 Penalty: 4777.930664
	Iteration 45Q: 3 clusters Score -1763788 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13884 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -1763797.625000 Penalty: 4777.930664
	Iteration 46Q: 3 clusters Score -1763798 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13903 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -1763804.500000 Penalty: 4777.930664
	Iteration 47Q: 3 clusters Score -1763804 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13917 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -1763806.000000 Penalty: 4777.930664
	Iteration 48Q: 3 clusters Score -1763806 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13935 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -1763819.375000 Penalty: 4777.930664
	Iteration 49Q: 3 clusters Score -1763819 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13956 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -1763829.250000 Penalty: 4777.930664
	Iteration 50Q: 3 clusters Score -1763829 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13982 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -1763842.875000 Penalty: 4777.930664
	Iteration 51Q: 3 clusters Score -1763843 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14010 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -1763858.875000 Penalty: 4777.930664
	Iteration 52Q: 3 clusters Score -1763859 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14034 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -1763875.750000 Penalty: 4777.930664
	Iteration 53Q: 3 clusters Score -1763876 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14054 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -1763886.625000 Penalty: 4777.930664
	Iteration 54Q: 3 clusters Score -1763887 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14074 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -1763898.375000 Penalty: 4777.930664
	Iteration 55Q: 3 clusters Score -1763898 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14091 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -1763906.375000 Penalty: 4777.930664
	Iteration 56Q: 3 clusters Score -1763906 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14111 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -1763918.875000 Penalty: 4777.930664
	Iteration 57Q: 3 clusters Score -1763919 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14132 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -1763927.250000 Penalty: 4777.930664
	Iteration 58Q: 3 clusters Score -1763927 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14145 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -1763939.250000 Penalty: 4777.930664
	Iteration 59Q: 3 clusters Score -1763939 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14158 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -1763941.000000 Penalty: 4777.930664
	Iteration 60F: 3 clusters Score -1763941 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14178 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -1763956.250000 Penalty: 4777.930664
	Iteration 61Q: 3 clusters Score -1763956 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14193 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -1763971.875000 Penalty: 4777.930664
	Iteration 62Q: 3 clusters Score -1763972 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14201 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -1763979.750000 Penalty: 4777.930664
	Iteration 63Q: 3 clusters Score -1763980 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14217 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1763981.875000 Penalty: 4777.930664
	Iteration 64Q: 3 clusters Score -1763982 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14228 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -1763985.000000 Penalty: 4777.930664
	Iteration 65Q: 3 clusters Score -1763985 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14239 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -1763985.750000 Penalty: 4777.930664
	Iteration 66Q: 3 clusters Score -1763986 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14248 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -1763994.500000 Penalty: 4777.930664
	Iteration 67Q: 3 clusters Score -1763994 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14262 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -1764004.750000 Penalty: 4777.930664
	Iteration 68Q: 3 clusters Score -1764005 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14272 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -1764012.625000 Penalty: 4777.930664
	Iteration 69Q: 3 clusters Score -1764013 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14282 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -1764017.625000 Penalty: 4777.930664
	Iteration 70Q: 3 clusters Score -1764018 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14298 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -1764030.375000 Penalty: 4777.930664
	Iteration 71Q: 3 clusters Score -1764030 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14311 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1764037.500000 Penalty: 4777.930664
	Iteration 72Q: 3 clusters Score -1764038 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14319 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1764047.250000 Penalty: 4777.930664
	Iteration 73Q: 3 clusters Score -1764047 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14322 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -1764049.375000 Penalty: 4777.930664
	Iteration 74Q: 3 clusters Score -1764049 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14328 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1764050.250000 Penalty: 4777.930664
	Iteration 75Q: 3 clusters Score -1764050 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14332 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -1764052.875000 Penalty: 4777.930664
	Iteration 76Q: 3 clusters Score -1764053 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14337 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -1764055.625000 Penalty: 4777.930664
	Iteration 77Q: 3 clusters Score -1764056 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14338 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1764059.250000 Penalty: 4777.930664
	Iteration 78Q: 3 clusters Score -1764059 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14341 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1764059.125000 Penalty: 4777.930664
	Iteration 79Q: 3 clusters Score -1764059 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14343 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -1764059.875000 Penalty: 4777.930664
	Iteration 80F: 3 clusters Score -1764060 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14345 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -1764059.875000 Penalty: 4777.930664
	Iteration 81Q: 3 clusters Score -1764060 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14345 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -1764059.875000 Penalty: 4777.930664
	Iteration 82F: 3 clusters Score -1764060 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Entering Unmasked Estep 
Score: -352989.531250 Penalty: 1969.441284
	Iteration 0F: 2 clusters Score -352989.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -349852.406250 Penalty: 3938.882568
	Iteration 0F: 3 clusters Score -349852.4 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -350425.531250 Penalty: 3938.882568
	Iteration 1F: 3 clusters Score -350425.5 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -350566.187500 Penalty: 3938.882568
	Iteration 2F: 3 clusters Score -350566.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -350650.875000 Penalty: 3938.882568
	Iteration 3Q: 3 clusters Score -350650.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -350704.062500 Penalty: 3938.882568
	Iteration 4Q: 3 clusters Score -350704.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -350739.156250 Penalty: 3938.882568
	Iteration 5Q: 3 clusters Score -350739.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -350772.968750 Penalty: 3938.882568
	Iteration 6Q: 3 clusters Score -350773 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -350801.937500 Penalty: 3938.882568
	Iteration 7Q: 3 clusters Score -350801.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -350825.625000 Penalty: 3938.882568
	Iteration 8Q: 3 clusters Score -350825.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -350839.093750 Penalty: 3938.882568
	Iteration 9Q: 3 clusters Score -350839.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -350852.000000 Penalty: 3938.882568
	Iteration 10Q: 3 clusters Score -350852 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -350866.500000 Penalty: 3938.882568
	Iteration 11Q: 3 clusters Score -350866.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -350884.218750 Penalty: 3938.882568
	Iteration 12Q: 3 clusters Score -350884.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -350911.781250 Penalty: 3938.882568
	Iteration 13Q: 3 clusters Score -350911.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -350939.718750 Penalty: 3938.882568
	Iteration 14Q: 3 clusters Score -350939.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -350958.750000 Penalty: 3938.882568
	Iteration 15Q: 3 clusters Score -350958.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -350977.687500 Penalty: 3938.882568
	Iteration 16Q: 3 clusters Score -350977.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -350994.718750 Penalty: 3938.882568
	Iteration 17Q: 3 clusters Score -350994.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -351014.250000 Penalty: 3938.882568
	Iteration 18Q: 3 clusters Score -351014.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -351030.906250 Penalty: 3938.882568
	Iteration 19Q: 3 clusters Score -351030.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -351042.437500 Penalty: 3938.882568
	Iteration 20F: 3 clusters Score -351042.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -351055.375000 Penalty: 3938.882568
	Iteration 21Q: 3 clusters Score -351055.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -351069.125000 Penalty: 3938.882568
	Iteration 22Q: 3 clusters Score -351069.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -351081.812500 Penalty: 3938.882568
	Iteration 23Q: 3 clusters Score -351081.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -351097.093750 Penalty: 3938.882568
	Iteration 24Q: 3 clusters Score -351097.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -351108.656250 Penalty: 3938.882568
	Iteration 25Q: 3 clusters Score -351108.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -351119.125000 Penalty: 3938.882568
	Iteration 26Q: 3 clusters Score -351119.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -351136.656250 Penalty: 3938.882568
	Iteration 27Q: 3 clusters Score -351136.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -351154.781250 Penalty: 3938.882568
	Iteration 28Q: 3 clusters Score -351154.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -351174.312500 Penalty: 3938.882568
	Iteration 29Q: 3 clusters Score -351174.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -351195.187500 Penalty: 3938.882568
	Iteration 30Q: 3 clusters Score -351195.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -351221.562500 Penalty: 3938.882568
	Iteration 31Q: 3 clusters Score -351221.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -351251.625000 Penalty: 3938.882568
	Iteration 32Q: 3 clusters Score -351251.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -351267.562500 Penalty: 3938.882568
	Iteration 33Q: 3 clusters Score -351267.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -351280.343750 Penalty: 3938.882568
	Iteration 34Q: 3 clusters Score -351280.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -351285.437500 Penalty: 3938.882568
	Iteration 35Q: 3 clusters Score -351285.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -351290.343750 Penalty: 3938.882568
	Iteration 36Q: 3 clusters Score -351290.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -351293.812500 Penalty: 3938.882568
	Iteration 37Q: 3 clusters Score -351293.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -351297.093750 Penalty: 3938.882568
	Iteration 38Q: 3 clusters Score -351297.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -351297.906250 Penalty: 3938.882568
	Iteration 39Q: 3 clusters Score -351297.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -351301.718750 Penalty: 3938.882568
	Iteration 40F: 3 clusters Score -351301.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -351307.687500 Penalty: 3938.882568
	Iteration 41Q: 3 clusters Score -351307.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -351313.500000 Penalty: 3938.882568
	Iteration 42Q: 3 clusters Score -351313.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -351319.281250 Penalty: 3938.882568
	Iteration 43Q: 3 clusters Score -351319.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -351325.875000 Penalty: 3938.882568
	Iteration 44Q: 3 clusters Score -351325.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -351328.375000 Penalty: 3938.882568
	Iteration 45Q: 3 clusters Score -351328.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -351332.375000 Penalty: 3938.882568
	Iteration 46Q: 3 clusters Score -351332.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -351333.750000 Penalty: 3938.882568
	Iteration 47Q: 3 clusters Score -351333.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -351333.750000 Penalty: 3938.882568
	Iteration 48F: 3 clusters Score -351333.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (8205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Entering Unmasked Estep 
Score: -1023725.875000 Penalty: 2235.099609
	Iteration 0F: 2 clusters Score -1023726 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 4136 members 
Entering Unmasked Estep 
Score: -1017181.750000 Penalty: 4470.199219
	Iteration 0F: 3 clusters Score -1017182 nChanged 3362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -1019078.625000 Penalty: 4470.199219
	Iteration 1F: 3 clusters Score -1019079 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -1019368.812500 Penalty: 4470.199219
	Iteration 2F: 3 clusters Score -1019369 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -1019573.312500 Penalty: 4470.199219
	Iteration 3F: 3 clusters Score -1019573 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -1019764.250000 Penalty: 4470.199219
	Iteration 4Q: 3 clusters Score -1019764 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -1019939.687500 Penalty: 4470.199219
	Iteration 5Q: 3 clusters Score -1019940 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -1020112.187500 Penalty: 4470.199219
	Iteration 6Q: 3 clusters Score -1020112 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -1020279.562500 Penalty: 4470.199219
	Iteration 7Q: 3 clusters Score -1020280 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -1020443.062500 Penalty: 4470.199219
	Iteration 8Q: 3 clusters Score -1020443 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -1020601.562500 Penalty: 4470.199219
	Iteration 9Q: 3 clusters Score -1020602 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -1020727.125000 Penalty: 4470.199219
	Iteration 10Q: 3 clusters Score -1020727 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -1020825.562500 Penalty: 4470.199219
	Iteration 11Q: 3 clusters Score -1020826 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -1020903.625000 Penalty: 4470.199219
	Iteration 12Q: 3 clusters Score -1020904 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -1020961.562500 Penalty: 4470.199219
	Iteration 13Q: 3 clusters Score -1020962 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -1021008.812500 Penalty: 4470.199219
	Iteration 14Q: 3 clusters Score -1021009 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -1021055.250000 Penalty: 4470.199219
	Iteration 15Q: 3 clusters Score -1021055 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -1021102.312500 Penalty: 4470.199219
	Iteration 16Q: 3 clusters Score -1021102 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -1021162.750000 Penalty: 4470.199219
	Iteration 17Q: 3 clusters Score -1021163 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -1021228.437500 Penalty: 4470.199219
	Iteration 18Q: 3 clusters Score -1021228 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -1021313.312500 Penalty: 4470.199219
	Iteration 19Q: 3 clusters Score -1021313 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -1021398.687500 Penalty: 4470.199219
	Iteration 20F: 3 clusters Score -1021399 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -1021455.812500 Penalty: 4470.199219
	Iteration 21Q: 3 clusters Score -1021456 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -1021516.312500 Penalty: 4470.199219
	Iteration 22Q: 3 clusters Score -1021516 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -1021577.750000 Penalty: 4470.199219
	Iteration 23Q: 3 clusters Score -1021578 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -1021650.250000 Penalty: 4470.199219
	Iteration 24Q: 3 clusters Score -1021650 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -1021739.250000 Penalty: 4470.199219
	Iteration 25Q: 3 clusters Score -1021739 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -1021830.625000 Penalty: 4470.199219
	Iteration 26Q: 3 clusters Score -1021831 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -1021955.500000 Penalty: 4470.199219
	Iteration 27Q: 3 clusters Score -1021956 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -1022144.187500 Penalty: 4470.199219
	Iteration 28Q: 3 clusters Score -1022144 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -1022392.187500 Penalty: 4470.199219
	Iteration 29Q: 3 clusters Score -1022392 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -1022657.312500 Penalty: 4470.199219
	Iteration 30Q: 3 clusters Score -1022657 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -1022881.125000 Penalty: 4470.199219
	Iteration 31Q: 3 clusters Score -1022881 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -1023138.250000 Penalty: 4470.199219
	Iteration 32Q: 3 clusters Score -1023138 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -1023416.625000 Penalty: 4470.199219
	Iteration 33Q: 3 clusters Score -1023417 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -1023716.500000 Penalty: 4470.199219
	Iteration 34Q: 3 clusters Score -1023716 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -1023963.625000 Penalty: 4470.199219
	Iteration 35Q: 3 clusters Score -1023964 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -1024162.250000 Penalty: 4470.199219
	Iteration 36Q: 3 clusters Score -1024162 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -1024283.125000 Penalty: 4470.199219
	Iteration 37Q: 3 clusters Score -1024283 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -1024375.062500 Penalty: 4470.199219
	Iteration 38Q: 3 clusters Score -1024375 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -1024418.750000 Penalty: 4470.199219
	Iteration 39Q: 3 clusters Score -1024419 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -1024434.750000 Penalty: 4470.199219
	Iteration 40F: 3 clusters Score -1024435 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -1024448.062500 Penalty: 4470.199219
	Iteration 41Q: 3 clusters Score -1024448 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -1024453.937500 Penalty: 4470.199219
	Iteration 42Q: 3 clusters Score -1024454 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -1024454.312500 Penalty: 4470.199219
	Iteration 43Q: 3 clusters Score -1024454 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -1024458.312500 Penalty: 4470.199219
	Iteration 44Q: 3 clusters Score -1024458 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -1024462.437500 Penalty: 4470.199219
	Iteration 45Q: 3 clusters Score -1024462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -1024463.875000 Penalty: 4470.199219
	Iteration 46Q: 3 clusters Score -1024464 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -1024463.562500 Penalty: 4470.199219
	Iteration 47Q: 3 clusters Score -1024464 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -1024463.312500 Penalty: 4470.199219
	Iteration 48Q: 3 clusters Score -1024463 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -1024465.562500 Penalty: 4470.199219
	Iteration 49Q: 3 clusters Score -1024466 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -1024465.562500 Penalty: 4470.199219
	Iteration 50F: 3 clusters Score -1024466 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 53249 members 
Mstep: Class 3 contains 4975 members 
Mstep: Class 4 contains 27499 members 
Mstep: Class 5 contains 9519 members 
Mstep: Class 6 contains 4547 members 
Mstep: Class 7 contains 27117 members 
Mstep: Class 8 contains 635 members 
Mstep: Class 9 contains 12277 members 
Mstep: Class 10 contains 1623 members 
Mstep: Class 11 contains 38338 members 
Mstep: Class 12 contains 23793 members 
Mstep: Class 13 contains 214288 members 
Mstep: Class 14 contains 43025 members 
Mstep: Class 15 contains 5245 members 
Mstep: Class 16 contains 45650 members 
Mstep: Class 17 contains 9722 members 
Mstep: Class 18 contains 14148 members 
Mstep: Class 19 contains 62490 members 
Mstep: Class 20 contains 11804 members 
Mstep: Class 21 contains 15259 members 
Mstep: Class 22 contains 2811 members 
Mstep: Class 23 contains 2533 members 
Mstep: Class 24 contains 18789 members 
Mstep: Class 25 contains 1981 members 
Mstep: Class 26 contains 192354 members 
Mstep: Class 27 contains 5554 members 
Mstep: Class 28 contains 4160 members 
Mstep: Class 29 contains 43193 members 
Mstep: Class 30 contains 5527 members 
Mstep: Class 31 contains 969 members 
Mstep: Class 32 contains 1887 members 
Mstep: Class 33 contains 49889 members 
Mstep: Class 34 contains 2830 members 
Mstep: Class 35 contains 8051 members 
Mstep: Class 36 contains 2541 members 
Mstep: Class 37 contains 166504 members 
Mstep: Class 38 contains 9440 members 
Mstep: Class 39 contains 3334 members 
Mstep: Class 40 contains 6651 members 
Mstep: Class 41 contains 2767 members 
Mstep: Class 42 contains 4414 members 
Mstep: Class 43 contains 478 members 
Mstep: Class 44 contains 3349 members 
Mstep: Class 45 contains 2045 members 
Mstep: Class 46 contains 1022 members 
Mstep: Class 47 contains 3381 members 
Mstep: Class 48 contains 6355 members 
Mstep: Class 49 contains 4238 members 
Mstep: Class 50 contains 5672 members 
Entering Unmasked Estep 
Score: -147471744.000000 Penalty: 173451.093750
Splitting cluster 23 changes total score from -147455776.000000 to -147471744.000000
So it's getting split into cluster 50.
Entering ConstructFrom: 
Trying to split cluster 24 (18789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18789 members 
Entering Unmasked Estep 
Score: -2156494.500000 Penalty: 2440.574707
	Iteration 0F: 2 clusters Score -2156494 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -2143264.750000 Penalty: 4881.149414
	Iteration 0F: 3 clusters Score -2143265 nChanged 8232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
Score: -2148160.500000 Penalty: 4881.149414
	Iteration 1F: 3 clusters Score -2148160 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 10068 members 
Entering Unmasked Estep 
Score: -2149054.500000 Penalty: 4881.149414
	Iteration 2F: 3 clusters Score -2149054 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 10441 members 
Entering Unmasked Estep 
Score: -2149955.250000 Penalty: 4881.149414
	Iteration 3F: 3 clusters Score -2149955 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 10835 members 
Entering Unmasked Estep 
Score: -2150804.000000 Penalty: 4881.149414
	Iteration 4F: 3 clusters Score -2150804 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 11275 members 
Entering Unmasked Estep 
Score: -2151621.250000 Penalty: 4881.149414
	Iteration 5F: 3 clusters Score -2151621 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 11745 members 
Entering Unmasked Estep 
Score: -2152376.250000 Penalty: 4881.149414
	Iteration 6F: 3 clusters Score -2152376 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 12186 members 
Entering Unmasked Estep 
Score: -2152989.250000 Penalty: 4881.149414
	Iteration 7F: 3 clusters Score -2152989 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 12538 members 
Entering Unmasked Estep 
Score: -2153420.250000 Penalty: 4881.149414
	Iteration 8Q: 3 clusters Score -2153420 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 12840 members 
Entering Unmasked Estep 
Score: -2153690.000000 Penalty: 4881.149414
	Iteration 9Q: 3 clusters Score -2153690 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 13112 members 
Entering Unmasked Estep 
Score: -2153889.250000 Penalty: 4881.149414
	Iteration 10Q: 3 clusters Score -2153889 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 13341 members 
Entering Unmasked Estep 
Score: -2154053.500000 Penalty: 4881.149414
	Iteration 11Q: 3 clusters Score -2154054 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 13546 members 
Entering Unmasked Estep 
Score: -2154169.500000 Penalty: 4881.149414
	Iteration 12Q: 3 clusters Score -2154170 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 13723 members 
Entering Unmasked Estep 
Score: -2154267.250000 Penalty: 4881.149414
	Iteration 13Q: 3 clusters Score -2154267 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 13868 members 
Entering Unmasked Estep 
Score: -2154356.750000 Penalty: 4881.149414
	Iteration 14Q: 3 clusters Score -2154357 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 14038 members 
Entering Unmasked Estep 
Score: -2154445.250000 Penalty: 4881.149414
	Iteration 15Q: 3 clusters Score -2154445 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 14202 members 
Entering Unmasked Estep 
Score: -2154537.250000 Penalty: 4881.149414
	Iteration 16Q: 3 clusters Score -2154537 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 14373 members 
Entering Unmasked Estep 
Score: -2154648.000000 Penalty: 4881.149414
	Iteration 17Q: 3 clusters Score -2154648 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 14537 members 
Entering Unmasked Estep 
Score: -2154752.000000 Penalty: 4881.149414
	Iteration 18Q: 3 clusters Score -2154752 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 14675 members 
Entering Unmasked Estep 
Score: -2154848.500000 Penalty: 4881.149414
	Iteration 19Q: 3 clusters Score -2154848 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 14785 members 
Entering Unmasked Estep 
Score: -2154920.750000 Penalty: 4881.149414
	Iteration 20F: 3 clusters Score -2154921 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 14889 members 
Entering Unmasked Estep 
Score: -2154989.250000 Penalty: 4881.149414
	Iteration 21Q: 3 clusters Score -2154989 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 14981 members 
Entering Unmasked Estep 
Score: -2155043.000000 Penalty: 4881.149414
	Iteration 22Q: 3 clusters Score -2155043 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 15087 members 
Entering Unmasked Estep 
Score: -2155096.000000 Penalty: 4881.149414
	Iteration 23Q: 3 clusters Score -2155096 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 15166 members 
Entering Unmasked Estep 
Score: -2155134.500000 Penalty: 4881.149414
	Iteration 24Q: 3 clusters Score -2155134 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 15231 members 
Entering Unmasked Estep 
Score: -2155169.000000 Penalty: 4881.149414
	Iteration 25Q: 3 clusters Score -2155169 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 15291 members 
Entering Unmasked Estep 
Score: -2155188.500000 Penalty: 4881.149414
	Iteration 26Q: 3 clusters Score -2155188 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 15337 members 
Entering Unmasked Estep 
Score: -2155206.250000 Penalty: 4881.149414
	Iteration 27Q: 3 clusters Score -2155206 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 15382 members 
Entering Unmasked Estep 
Score: -2155220.250000 Penalty: 4881.149414
	Iteration 28Q: 3 clusters Score -2155220 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 15419 members 
Entering Unmasked Estep 
Score: -2155239.500000 Penalty: 4881.149414
	Iteration 29Q: 3 clusters Score -2155240 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 15436 members 
Entering Unmasked Estep 
Score: -2155249.250000 Penalty: 4881.149414
	Iteration 30Q: 3 clusters Score -2155249 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 15447 members 
Entering Unmasked Estep 
Score: -2155257.000000 Penalty: 4881.149414
	Iteration 31Q: 3 clusters Score -2155257 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 15457 members 
Entering Unmasked Estep 
Score: -2155265.750000 Penalty: 4881.149414
	Iteration 32Q: 3 clusters Score -2155266 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 15476 members 
Entering Unmasked Estep 
Score: -2155279.000000 Penalty: 4881.149414
	Iteration 33Q: 3 clusters Score -2155279 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 15499 members 
Entering Unmasked Estep 
Score: -2155292.000000 Penalty: 4881.149414
	Iteration 34Q: 3 clusters Score -2155292 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 15516 members 
Entering Unmasked Estep 
Score: -2155297.500000 Penalty: 4881.149414
	Iteration 35Q: 3 clusters Score -2155298 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 15531 members 
Entering Unmasked Estep 
Score: -2155307.000000 Penalty: 4881.149414
	Iteration 36Q: 3 clusters Score -2155307 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 15541 members 
Entering Unmasked Estep 
Score: -2155321.750000 Penalty: 4881.149414
	Iteration 37Q: 3 clusters Score -2155322 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 15549 members 
Entering Unmasked Estep 
Score: -2155332.500000 Penalty: 4881.149414
	Iteration 38Q: 3 clusters Score -2155332 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 15559 members 
Entering Unmasked Estep 
Score: -2155343.250000 Penalty: 4881.149414
	Iteration 39Q: 3 clusters Score -2155343 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 15565 members 
Entering Unmasked Estep 
Score: -2155341.250000 Penalty: 4881.149414
	Iteration 40F: 3 clusters Score -2155341 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 15567 members 
Entering Unmasked Estep 
Score: -2155352.250000 Penalty: 4881.149414
	Iteration 41Q: 3 clusters Score -2155352 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 15574 members 
Entering Unmasked Estep 
Score: -2155354.000000 Penalty: 4881.149414
	Iteration 42Q: 3 clusters Score -2155354 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 15580 members 
Entering Unmasked Estep 
Score: -2155352.000000 Penalty: 4881.149414
	Iteration 43Q: 3 clusters Score -2155352 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 15582 members 
Entering Unmasked Estep 
Score: -2155360.500000 Penalty: 4881.149414
	Iteration 44Q: 3 clusters Score -2155360 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 15594 members 
Entering Unmasked Estep 
Score: -2155365.500000 Penalty: 4881.149414
	Iteration 45Q: 3 clusters Score -2155366 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 15596 members 
Entering Unmasked Estep 
Score: -2155367.000000 Penalty: 4881.149414
	Iteration 46Q: 3 clusters Score -2155367 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 15598 members 
Entering Unmasked Estep 
Score: -2155374.000000 Penalty: 4881.149414
	Iteration 47Q: 3 clusters Score -2155374 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 15602 members 
Entering Unmasked Estep 
Score: -2155380.250000 Penalty: 4881.149414
	Iteration 48Q: 3 clusters Score -2155380 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 15607 members 
Entering Unmasked Estep 
Score: -2155381.000000 Penalty: 4881.149414
	Iteration 49Q: 3 clusters Score -2155381 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 15609 members 
Entering Unmasked Estep 
Score: -2155384.500000 Penalty: 4881.149414
	Iteration 50Q: 3 clusters Score -2155384 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 15610 members 
Entering Unmasked Estep 
Score: -2155389.000000 Penalty: 4881.149414
	Iteration 51Q: 3 clusters Score -2155389 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 15615 members 
Entering Unmasked Estep 
Score: -2155395.250000 Penalty: 4881.149414
	Iteration 52Q: 3 clusters Score -2155395 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 15624 members 
Entering Unmasked Estep 
Score: -2155392.750000 Penalty: 4881.149414
	Iteration 53Q: 3 clusters Score -2155393 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 15630 members 
Entering Unmasked Estep 
Score: -2155395.000000 Penalty: 4881.149414
	Iteration 54Q: 3 clusters Score -2155395 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 15641 members 
Entering Unmasked Estep 
Score: -2155398.750000 Penalty: 4881.149414
	Iteration 55Q: 3 clusters Score -2155399 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 15645 members 
Entering Unmasked Estep 
Score: -2155406.250000 Penalty: 4881.149414
	Iteration 56Q: 3 clusters Score -2155406 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 15648 members 
Entering Unmasked Estep 
Score: -2155406.000000 Penalty: 4881.149414
	Iteration 57Q: 3 clusters Score -2155406 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 15648 members 
Entering Unmasked Estep 
Score: -2155407.750000 Penalty: 4881.149414
	Iteration 58Q: 3 clusters Score -2155408 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 15651 members 
Entering Unmasked Estep 
Score: -2155406.000000 Penalty: 4881.149414
	Iteration 59Q: 3 clusters Score -2155406 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 15654 members 
Entering Unmasked Estep 
Score: -2155407.000000 Penalty: 4881.149414
	Iteration 60F: 3 clusters Score -2155407 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 15656 members 
Entering Unmasked Estep 
Score: -2155408.500000 Penalty: 4881.149414
	Iteration 61Q: 3 clusters Score -2155408 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 15657 members 
Entering Unmasked Estep 
Score: -2155407.000000 Penalty: 4881.149414
	Iteration 62Q: 3 clusters Score -2155407 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 15658 members 
Entering Unmasked Estep 
Score: -2155410.250000 Penalty: 4881.149414
	Iteration 63Q: 3 clusters Score -2155410 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 15655 members 
Entering Unmasked Estep 
Score: -2155414.500000 Penalty: 4881.149414
	Iteration 64Q: 3 clusters Score -2155414 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 15654 members 
Entering Unmasked Estep 
Score: -2155423.000000 Penalty: 4881.149414
	Iteration 65Q: 3 clusters Score -2155423 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 15651 members 
Entering Unmasked Estep 
Score: -2155422.500000 Penalty: 4881.149414
	Iteration 66Q: 3 clusters Score -2155422 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 15654 members 
Entering Unmasked Estep 
Score: -2155421.000000 Penalty: 4881.149414
	Iteration 67Q: 3 clusters Score -2155421 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 15651 members 
Entering Unmasked Estep 
Score: -2155422.000000 Penalty: 4881.149414
	Iteration 68Q: 3 clusters Score -2155422 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 15652 members 
Entering Unmasked Estep 
Score: -2155420.250000 Penalty: 4881.149414
	Iteration 69Q: 3 clusters Score -2155420 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 15652 members 
Entering Unmasked Estep 
Score: -2155420.750000 Penalty: 4881.149414
	Iteration 70Q: 3 clusters Score -2155421 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 15655 members 
Entering Unmasked Estep 
Score: -2155422.250000 Penalty: 4881.149414
	Iteration 71Q: 3 clusters Score -2155422 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 15661 members 
Entering Unmasked Estep 
Score: -2155424.500000 Penalty: 4881.149414
	Iteration 72Q: 3 clusters Score -2155424 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 15665 members 
Entering Unmasked Estep 
Score: -2155430.000000 Penalty: 4881.149414
	Iteration 73Q: 3 clusters Score -2155430 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 15657 members 
Entering Unmasked Estep 
Score: -2155428.750000 Penalty: 4881.149414
	Iteration 74Q: 3 clusters Score -2155429 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 15652 members 
Entering Unmasked Estep 
Score: -2155434.500000 Penalty: 4881.149414
	Iteration 75Q: 3 clusters Score -2155434 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 15653 members 
Entering Unmasked Estep 
Score: -2155431.250000 Penalty: 4881.149414
	Iteration 76Q: 3 clusters Score -2155431 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 15649 members 
Entering Unmasked Estep 
Score: -2155433.250000 Penalty: 4881.149414
	Iteration 77Q: 3 clusters Score -2155433 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 15647 members 
Entering Unmasked Estep 
Score: -2155438.000000 Penalty: 4881.149414
	Iteration 78Q: 3 clusters Score -2155438 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 15646 members 
Entering Unmasked Estep 
Score: -2155435.750000 Penalty: 4881.149414
	Iteration 79Q: 3 clusters Score -2155436 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 15645 members 
Entering Unmasked Estep 
Score: -2155442.750000 Penalty: 4881.149414
	Iteration 80F: 3 clusters Score -2155443 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 15648 members 
Entering Unmasked Estep 
Score: -2155442.500000 Penalty: 4881.149414
	Iteration 81Q: 3 clusters Score -2155442 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 15645 members 
Entering Unmasked Estep 
Score: -2155444.250000 Penalty: 4881.149414
	Iteration 82Q: 3 clusters Score -2155444 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 15645 members 
Entering Unmasked Estep 
Score: -2155448.500000 Penalty: 4881.149414
	Iteration 83Q: 3 clusters Score -2155448 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 15642 members 
Entering Unmasked Estep 
Score: -2155452.000000 Penalty: 4881.149414
	Iteration 84Q: 3 clusters Score -2155452 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 15635 members 
Entering Unmasked Estep 
Score: -2155452.000000 Penalty: 4881.149414
	Iteration 85Q: 3 clusters Score -2155452 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 15633 members 
Entering Unmasked Estep 
Score: -2155455.250000 Penalty: 4881.149414
	Iteration 86Q: 3 clusters Score -2155455 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 15631 members 
Entering Unmasked Estep 
Score: -2155456.750000 Penalty: 4881.149414
	Iteration 87Q: 3 clusters Score -2155457 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 15627 members 
Entering Unmasked Estep 
Score: -2155453.250000 Penalty: 4881.149414
	Iteration 88Q: 3 clusters Score -2155453 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 15624 members 
Entering Unmasked Estep 
Score: -2155451.250000 Penalty: 4881.149414
	Iteration 89Q: 3 clusters Score -2155451 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 15619 members 
Entering Unmasked Estep 
Score: -2155453.750000 Penalty: 4881.149414
	Iteration 90Q: 3 clusters Score -2155454 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 15614 members 
Entering Unmasked Estep 
Score: -2155453.000000 Penalty: 4881.149414
	Iteration 91Q: 3 clusters Score -2155453 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 15611 members 
Entering Unmasked Estep 
Score: -2155456.000000 Penalty: 4881.149414
	Iteration 92Q: 3 clusters Score -2155456 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 15607 members 
Entering Unmasked Estep 
Score: -2155453.750000 Penalty: 4881.149414
	Iteration 93Q: 3 clusters Score -2155454 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 15605 members 
Entering Unmasked Estep 
Score: -2155451.750000 Penalty: 4881.149414
	Iteration 94Q: 3 clusters Score -2155452 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 15604 members 
Entering Unmasked Estep 
Score: -2155451.750000 Penalty: 4881.149414
	Iteration 95Q: 3 clusters Score -2155452 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 15604 members 
Entering Unmasked Estep 
Score: -2155451.750000 Penalty: 4881.149414
	Iteration 96F: 3 clusters Score -2155452 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Entering Unmasked Estep 
Score: -243736.562500 Penalty: 1882.656616
	Iteration 0F: 2 clusters Score -243736.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -241099.609375 Penalty: 3765.313232
	Iteration 0F: 3 clusters Score -241099.6 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -241581.343750 Penalty: 3765.313232
	Iteration 1F: 3 clusters Score -241581.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -241701.671875 Penalty: 3765.313232
	Iteration 2F: 3 clusters Score -241701.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -241775.875000 Penalty: 3765.313232
	Iteration 3Q: 3 clusters Score -241775.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -241830.109375 Penalty: 3765.313232
	Iteration 4Q: 3 clusters Score -241830.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -241867.656250 Penalty: 3765.313232
	Iteration 5Q: 3 clusters Score -241867.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -241906.968750 Penalty: 3765.313232
	Iteration 6Q: 3 clusters Score -241907 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -241943.843750 Penalty: 3765.313232
	Iteration 7Q: 3 clusters Score -241943.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -241982.140625 Penalty: 3765.313232
	Iteration 8Q: 3 clusters Score -241982.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -242015.890625 Penalty: 3765.313232
	Iteration 9Q: 3 clusters Score -242015.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -242062.593750 Penalty: 3765.313232
	Iteration 10Q: 3 clusters Score -242062.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -242108.031250 Penalty: 3765.313232
	Iteration 11Q: 3 clusters Score -242108 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -242141.828125 Penalty: 3765.313232
	Iteration 12Q: 3 clusters Score -242141.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -242174.968750 Penalty: 3765.313232
	Iteration 13Q: 3 clusters Score -242175 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -242205.421875 Penalty: 3765.313232
	Iteration 14Q: 3 clusters Score -242205.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -242224.718750 Penalty: 3765.313232
	Iteration 15Q: 3 clusters Score -242224.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -242239.718750 Penalty: 3765.313232
	Iteration 16Q: 3 clusters Score -242239.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -242248.187500 Penalty: 3765.313232
	Iteration 17Q: 3 clusters Score -242248.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -242254.656250 Penalty: 3765.313232
	Iteration 18Q: 3 clusters Score -242254.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -242257.281250 Penalty: 3765.313232
	Iteration 19Q: 3 clusters Score -242257.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -242263.984375 Penalty: 3765.313232
	Iteration 20F: 3 clusters Score -242264 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -242273.859375 Penalty: 3765.313232
	Iteration 21Q: 3 clusters Score -242273.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -242283.359375 Penalty: 3765.313232
	Iteration 22Q: 3 clusters Score -242283.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -242288.015625 Penalty: 3765.313232
	Iteration 23Q: 3 clusters Score -242288 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -242293.296875 Penalty: 3765.313232
	Iteration 24Q: 3 clusters Score -242293.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -242299.671875 Penalty: 3765.313232
	Iteration 25Q: 3 clusters Score -242299.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -242304.281250 Penalty: 3765.313232
	Iteration 26Q: 3 clusters Score -242304.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -242310.703125 Penalty: 3765.313232
	Iteration 27Q: 3 clusters Score -242310.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -242322.953125 Penalty: 3765.313232
	Iteration 28Q: 3 clusters Score -242323 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -242336.046875 Penalty: 3765.313232
	Iteration 29Q: 3 clusters Score -242336 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -242346.843750 Penalty: 3765.313232
	Iteration 30Q: 3 clusters Score -242346.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -242361.031250 Penalty: 3765.313232
	Iteration 31Q: 3 clusters Score -242361 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -242378.703125 Penalty: 3765.313232
	Iteration 32Q: 3 clusters Score -242378.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -242393.828125 Penalty: 3765.313232
	Iteration 33Q: 3 clusters Score -242393.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -242423.140625 Penalty: 3765.313232
	Iteration 34Q: 3 clusters Score -242423.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -242450.515625 Penalty: 3765.313232
	Iteration 35Q: 3 clusters Score -242450.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -242477.468750 Penalty: 3765.313232
	Iteration 36Q: 3 clusters Score -242477.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -242505.890625 Penalty: 3765.313232
	Iteration 37Q: 3 clusters Score -242505.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -242522.671875 Penalty: 3765.313232
	Iteration 38Q: 3 clusters Score -242522.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -242529.000000 Penalty: 3765.313232
	Iteration 39Q: 3 clusters Score -242529 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -242538.078125 Penalty: 3765.313232
	Iteration 40F: 3 clusters Score -242538.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -242544.671875 Penalty: 3765.313232
	Iteration 41Q: 3 clusters Score -242544.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -242550.453125 Penalty: 3765.313232
	Iteration 42Q: 3 clusters Score -242550.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -242557.937500 Penalty: 3765.313232
	Iteration 43Q: 3 clusters Score -242557.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -242564.500000 Penalty: 3765.313232
	Iteration 44Q: 3 clusters Score -242564.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -242575.328125 Penalty: 3765.313232
	Iteration 45Q: 3 clusters Score -242575.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -242591.140625 Penalty: 3765.313232
	Iteration 46Q: 3 clusters Score -242591.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -242600.359375 Penalty: 3765.313232
	Iteration 47Q: 3 clusters Score -242600.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -242613.312500 Penalty: 3765.313232
	Iteration 48Q: 3 clusters Score -242613.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -242618.250000 Penalty: 3765.313232
	Iteration 49Q: 3 clusters Score -242618.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -242619.218750 Penalty: 3765.313232
	Iteration 50Q: 3 clusters Score -242619.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -242621.171875 Penalty: 3765.313232
	Iteration 51Q: 3 clusters Score -242621.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -242622.015625 Penalty: 3765.313232
	Iteration 52Q: 3 clusters Score -242622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -242622.546875 Penalty: 3765.313232
	Iteration 53Q: 3 clusters Score -242622.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -242622.546875 Penalty: 3765.313232
	Iteration 54F: 3 clusters Score -242622.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (192354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192354 members 
Entering Unmasked Estep 
Score: -24754154.000000 Penalty: 3017.438965
	Iteration 0F: 2 clusters Score -2.475415e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96100 members 
Mstep: Class 2 contains 96254 members 
Entering Unmasked Estep 
Score: -24629008.000000 Penalty: 6034.877930
	Iteration 0F: 3 clusters Score -2.462901e+07 nChanged 92535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96561 members 
Mstep: Class 2 contains 95793 members 
Entering Unmasked Estep 
Score: -24684898.000000 Penalty: 6034.877930
	Iteration 1F: 3 clusters Score -2.46849e+07 nChanged 7925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97280 members 
Mstep: Class 2 contains 95074 members 
Entering Unmasked Estep 
Score: -24688552.000000 Penalty: 6034.877930
	Iteration 2Q: 3 clusters Score -2.468855e+07 nChanged 9792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98214 members 
Mstep: Class 2 contains 94140 members 
Entering Unmasked Estep 
Score: -24693744.000000 Penalty: 6034.877930
	Iteration 3F: 3 clusters Score -2.469374e+07 nChanged 11575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99027 members 
Mstep: Class 2 contains 93327 members 
Entering Unmasked Estep 
Score: -24700828.000000 Penalty: 6034.877930
	Iteration 4F: 3 clusters Score -2.470083e+07 nChanged 12716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99061 members 
Mstep: Class 2 contains 93293 members 
Entering Unmasked Estep 
Score: -24709102.000000 Penalty: 6034.877930
	Iteration 5F: 3 clusters Score -2.47091e+07 nChanged 12458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97675 members 
Mstep: Class 2 contains 94679 members 
Entering Unmasked Estep 
Score: -24716742.000000 Penalty: 6034.877930
	Iteration 6F: 3 clusters Score -2.471674e+07 nChanged 11699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94778 members 
Mstep: Class 2 contains 97576 members 
Entering Unmasked Estep 
Score: -24724096.000000 Penalty: 6034.877930
	Iteration 7F: 3 clusters Score -2.47241e+07 nChanged 10708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90512 members 
Mstep: Class 2 contains 101842 members 
Entering Unmasked Estep 
Score: -24730998.000000 Penalty: 6034.877930
	Iteration 8F: 3 clusters Score -2.4731e+07 nChanged 9357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85861 members 
Mstep: Class 2 contains 106493 members 
Entering Unmasked Estep 
Score: -24736226.000000 Penalty: 6034.877930
	Iteration 9Q: 3 clusters Score -2.473623e+07 nChanged 7593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81818 members 
Mstep: Class 2 contains 110536 members 
Entering Unmasked Estep 
Score: -24739818.000000 Penalty: 6034.877930
	Iteration 10Q: 3 clusters Score -2.473982e+07 nChanged 5409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78669 members 
Mstep: Class 2 contains 113685 members 
Entering Unmasked Estep 
Score: -24741900.000000 Penalty: 6034.877930
	Iteration 11Q: 3 clusters Score -2.47419e+07 nChanged 3921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76106 members 
Mstep: Class 2 contains 116248 members 
Entering Unmasked Estep 
Score: -24743116.000000 Penalty: 6034.877930
	Iteration 12Q: 3 clusters Score -2.474312e+07 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74014 members 
Mstep: Class 2 contains 118340 members 
Entering Unmasked Estep 
Score: -24743806.000000 Penalty: 6034.877930
	Iteration 13Q: 3 clusters Score -2.474381e+07 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72222 members 
Mstep: Class 2 contains 120132 members 
Entering Unmasked Estep 
Score: -24744384.000000 Penalty: 6034.877930
	Iteration 14Q: 3 clusters Score -2.474438e+07 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70617 members 
Mstep: Class 2 contains 121737 members 
Entering Unmasked Estep 
Score: -24744710.000000 Penalty: 6034.877930
	Iteration 15Q: 3 clusters Score -2.474471e+07 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69117 members 
Mstep: Class 2 contains 123237 members 
Entering Unmasked Estep 
Score: -24745038.000000 Penalty: 6034.877930
	Iteration 16Q: 3 clusters Score -2.474504e+07 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67662 members 
Mstep: Class 2 contains 124692 members 
Entering Unmasked Estep 
Score: -24745380.000000 Penalty: 6034.877930
	Iteration 17Q: 3 clusters Score -2.474538e+07 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66225 members 
Mstep: Class 2 contains 126129 members 
Entering Unmasked Estep 
Score: -24745728.000000 Penalty: 6034.877930
	Iteration 18Q: 3 clusters Score -2.474573e+07 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64857 members 
Mstep: Class 2 contains 127497 members 
Entering Unmasked Estep 
Score: -24745928.000000 Penalty: 6034.877930
	Iteration 19Q: 3 clusters Score -2.474593e+07 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63544 members 
Mstep: Class 2 contains 128810 members 
Entering Unmasked Estep 
Score: -24746222.000000 Penalty: 6034.877930
	Iteration 20F: 3 clusters Score -2.474622e+07 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62226 members 
Mstep: Class 2 contains 130128 members 
Entering Unmasked Estep 
Score: -24746520.000000 Penalty: 6034.877930
	Iteration 21Q: 3 clusters Score -2.474652e+07 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60976 members 
Mstep: Class 2 contains 131378 members 
Entering Unmasked Estep 
Score: -24746812.000000 Penalty: 6034.877930
	Iteration 22Q: 3 clusters Score -2.474681e+07 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59810 members 
Mstep: Class 2 contains 132544 members 
Entering Unmasked Estep 
Score: -24746850.000000 Penalty: 6034.877930
	Iteration 23Q: 3 clusters Score -2.474685e+07 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58636 members 
Mstep: Class 2 contains 133718 members 
Entering Unmasked Estep 
Score: -24746916.000000 Penalty: 6034.877930
	Iteration 24Q: 3 clusters Score -2.474692e+07 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57466 members 
Mstep: Class 2 contains 134888 members 
Entering Unmasked Estep 
Score: -24747104.000000 Penalty: 6034.877930
	Iteration 25Q: 3 clusters Score -2.47471e+07 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56279 members 
Mstep: Class 2 contains 136075 members 
Entering Unmasked Estep 
Score: -24747182.000000 Penalty: 6034.877930
	Iteration 26Q: 3 clusters Score -2.474718e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55078 members 
Mstep: Class 2 contains 137276 members 
Entering Unmasked Estep 
Score: -24747332.000000 Penalty: 6034.877930
	Iteration 27Q: 3 clusters Score -2.474733e+07 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53876 members 
Mstep: Class 2 contains 138478 members 
Entering Unmasked Estep 
Score: -24747560.000000 Penalty: 6034.877930
	Iteration 28Q: 3 clusters Score -2.474756e+07 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52627 members 
Mstep: Class 2 contains 139727 members 
Entering Unmasked Estep 
Score: -24747630.000000 Penalty: 6034.877930
	Iteration 29Q: 3 clusters Score -2.474763e+07 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51384 members 
Mstep: Class 2 contains 140970 members 
Entering Unmasked Estep 
Score: -24747884.000000 Penalty: 6034.877930
	Iteration 30Q: 3 clusters Score -2.474788e+07 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50114 members 
Mstep: Class 2 contains 142240 members 
Entering Unmasked Estep 
Score: -24748004.000000 Penalty: 6034.877930
	Iteration 31Q: 3 clusters Score -2.4748e+07 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48852 members 
Mstep: Class 2 contains 143502 members 
Entering Unmasked Estep 
Score: -24748198.000000 Penalty: 6034.877930
	Iteration 32Q: 3 clusters Score -2.47482e+07 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47577 members 
Mstep: Class 2 contains 144777 members 
Entering Unmasked Estep 
Score: -24748530.000000 Penalty: 6034.877930
	Iteration 33Q: 3 clusters Score -2.474853e+07 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46313 members 
Mstep: Class 2 contains 146041 members 
Entering Unmasked Estep 
Score: -24748768.000000 Penalty: 6034.877930
	Iteration 34Q: 3 clusters Score -2.474877e+07 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45049 members 
Mstep: Class 2 contains 147305 members 
Entering Unmasked Estep 
Score: -24748946.000000 Penalty: 6034.877930
	Iteration 35Q: 3 clusters Score -2.474895e+07 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43750 members 
Mstep: Class 2 contains 148604 members 
Entering Unmasked Estep 
Score: -24749340.000000 Penalty: 6034.877930
	Iteration 36Q: 3 clusters Score -2.474934e+07 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42454 members 
Mstep: Class 2 contains 149900 members 
Entering Unmasked Estep 
Score: -24749618.000000 Penalty: 6034.877930
	Iteration 37Q: 3 clusters Score -2.474962e+07 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41139 members 
Mstep: Class 2 contains 151215 members 
Entering Unmasked Estep 
Score: -24749840.000000 Penalty: 6034.877930
	Iteration 38Q: 3 clusters Score -2.474984e+07 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39829 members 
Mstep: Class 2 contains 152525 members 
Entering Unmasked Estep 
Score: -24750054.000000 Penalty: 6034.877930
	Iteration 39Q: 3 clusters Score -2.475005e+07 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38461 members 
Mstep: Class 2 contains 153893 members 
Entering Unmasked Estep 
Score: -24750382.000000 Penalty: 6034.877930
	Iteration 40F: 3 clusters Score -2.475038e+07 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37108 members 
Mstep: Class 2 contains 155246 members 
Entering Unmasked Estep 
Score: -24750670.000000 Penalty: 6034.877930
	Iteration 41Q: 3 clusters Score -2.475067e+07 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35761 members 
Mstep: Class 2 contains 156593 members 
Entering Unmasked Estep 
Score: -24750886.000000 Penalty: 6034.877930
	Iteration 42Q: 3 clusters Score -2.475089e+07 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34436 members 
Mstep: Class 2 contains 157918 members 
Entering Unmasked Estep 
Score: -24751238.000000 Penalty: 6034.877930
	Iteration 43Q: 3 clusters Score -2.475124e+07 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33118 members 
Mstep: Class 2 contains 159236 members 
Entering Unmasked Estep 
Score: -24751436.000000 Penalty: 6034.877930
	Iteration 44Q: 3 clusters Score -2.475144e+07 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31815 members 
Mstep: Class 2 contains 160539 members 
Entering Unmasked Estep 
Score: -24751556.000000 Penalty: 6034.877930
	Iteration 45Q: 3 clusters Score -2.475156e+07 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30505 members 
Mstep: Class 2 contains 161849 members 
Entering Unmasked Estep 
Score: -24751764.000000 Penalty: 6034.877930
	Iteration 46Q: 3 clusters Score -2.475176e+07 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29216 members 
Mstep: Class 2 contains 163138 members 
Entering Unmasked Estep 
Score: -24752048.000000 Penalty: 6034.877930
	Iteration 47Q: 3 clusters Score -2.475205e+07 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27991 members 
Mstep: Class 2 contains 164363 members 
Entering Unmasked Estep 
Score: -24752246.000000 Penalty: 6034.877930
	Iteration 48Q: 3 clusters Score -2.475225e+07 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26780 members 
Mstep: Class 2 contains 165574 members 
Entering Unmasked Estep 
Score: -24752402.000000 Penalty: 6034.877930
	Iteration 49Q: 3 clusters Score -2.47524e+07 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25578 members 
Mstep: Class 2 contains 166776 members 
Entering Unmasked Estep 
Score: -24752740.000000 Penalty: 6034.877930
	Iteration 50Q: 3 clusters Score -2.475274e+07 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24391 members 
Mstep: Class 2 contains 167963 members 
Entering Unmasked Estep 
Score: -24753114.000000 Penalty: 6034.877930
	Iteration 51Q: 3 clusters Score -2.475311e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23259 members 
Mstep: Class 2 contains 169095 members 
Entering Unmasked Estep 
Score: -24753362.000000 Penalty: 6034.877930
	Iteration 52Q: 3 clusters Score -2.475336e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22143 members 
Mstep: Class 2 contains 170211 members 
Entering Unmasked Estep 
Score: -24753676.000000 Penalty: 6034.877930
	Iteration 53Q: 3 clusters Score -2.475368e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21090 members 
Mstep: Class 2 contains 171264 members 
Entering Unmasked Estep 
Score: -24753902.000000 Penalty: 6034.877930
	Iteration 54Q: 3 clusters Score -2.47539e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20084 members 
Mstep: Class 2 contains 172270 members 
Entering Unmasked Estep 
Score: -24754224.000000 Penalty: 6034.877930
	Iteration 55Q: 3 clusters Score -2.475422e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19185 members 
Mstep: Class 2 contains 173169 members 
Entering Unmasked Estep 
Score: -24754422.000000 Penalty: 6034.877930
	Iteration 56Q: 3 clusters Score -2.475442e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18311 members 
Mstep: Class 2 contains 174043 members 
Entering Unmasked Estep 
Score: -24754670.000000 Penalty: 6034.877930
	Iteration 57Q: 3 clusters Score -2.475467e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17504 members 
Mstep: Class 2 contains 174850 members 
Entering Unmasked Estep 
Score: -24754742.000000 Penalty: 6034.877930
	Iteration 58Q: 3 clusters Score -2.475474e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16769 members 
Mstep: Class 2 contains 175585 members 
Entering Unmasked Estep 
Score: -24754838.000000 Penalty: 6034.877930
	Iteration 59Q: 3 clusters Score -2.475484e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16098 members 
Mstep: Class 2 contains 176256 members 
Entering Unmasked Estep 
Score: -24754912.000000 Penalty: 6034.877930
	Iteration 60F: 3 clusters Score -2.475491e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15477 members 
Mstep: Class 2 contains 176877 members 
Entering Unmasked Estep 
Score: -24754978.000000 Penalty: 6034.877930
	Iteration 61Q: 3 clusters Score -2.475498e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14907 members 
Mstep: Class 2 contains 177447 members 
Entering Unmasked Estep 
Score: -24755008.000000 Penalty: 6034.877930
	Iteration 62Q: 3 clusters Score -2.475501e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14334 members 
Mstep: Class 2 contains 178020 members 
Entering Unmasked Estep 
Score: -24755000.000000 Penalty: 6034.877930
	Iteration 63Q: 3 clusters Score -2.4755e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13853 members 
Mstep: Class 2 contains 178501 members 
Entering Unmasked Estep 
Score: -24755006.000000 Penalty: 6034.877930
	Iteration 64Q: 3 clusters Score -2.475501e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13433 members 
Mstep: Class 2 contains 178921 members 
Entering Unmasked Estep 
Score: -24755028.000000 Penalty: 6034.877930
	Iteration 65Q: 3 clusters Score -2.475503e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13055 members 
Mstep: Class 2 contains 179299 members 
Entering Unmasked Estep 
Score: -24754940.000000 Penalty: 6034.877930
	Iteration 66Q: 3 clusters Score -2.475494e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12726 members 
Mstep: Class 2 contains 179628 members 
Entering Unmasked Estep 
Score: -24754952.000000 Penalty: 6034.877930
	Iteration 67Q: 3 clusters Score -2.475495e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12424 members 
Mstep: Class 2 contains 179930 members 
Entering Unmasked Estep 
Score: -24754964.000000 Penalty: 6034.877930
	Iteration 68Q: 3 clusters Score -2.475496e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12145 members 
Mstep: Class 2 contains 180209 members 
Entering Unmasked Estep 
Score: -24754962.000000 Penalty: 6034.877930
	Iteration 69Q: 3 clusters Score -2.475496e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11890 members 
Mstep: Class 2 contains 180464 members 
Entering Unmasked Estep 
Score: -24754914.000000 Penalty: 6034.877930
	Iteration 70Q: 3 clusters Score -2.475491e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11675 members 
Mstep: Class 2 contains 180679 members 
Entering Unmasked Estep 
Score: -24754950.000000 Penalty: 6034.877930
	Iteration 71Q: 3 clusters Score -2.475495e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11474 members 
Mstep: Class 2 contains 180880 members 
Entering Unmasked Estep 
Score: -24754916.000000 Penalty: 6034.877930
	Iteration 72Q: 3 clusters Score -2.475492e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11256 members 
Mstep: Class 2 contains 181098 members 
Entering Unmasked Estep 
Score: -24754940.000000 Penalty: 6034.877930
	Iteration 73Q: 3 clusters Score -2.475494e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11067 members 
Mstep: Class 2 contains 181287 members 
Entering Unmasked Estep 
Score: -24755000.000000 Penalty: 6034.877930
	Iteration 74Q: 3 clusters Score -2.4755e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 181453 members 
Entering Unmasked Estep 
Score: -24754930.000000 Penalty: 6034.877930
	Iteration 75Q: 3 clusters Score -2.475493e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10757 members 
Mstep: Class 2 contains 181597 members 
Entering Unmasked Estep 
Score: -24754942.000000 Penalty: 6034.877930
	Iteration 76Q: 3 clusters Score -2.475494e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10622 members 
Mstep: Class 2 contains 181732 members 
Entering Unmasked Estep 
Score: -24754916.000000 Penalty: 6034.877930
	Iteration 77Q: 3 clusters Score -2.475492e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10497 members 
Mstep: Class 2 contains 181857 members 
Entering Unmasked Estep 
Score: -24754886.000000 Penalty: 6034.877930
	Iteration 78Q: 3 clusters Score -2.475489e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10372 members 
Mstep: Class 2 contains 181982 members 
Entering Unmasked Estep 
Score: -24754896.000000 Penalty: 6034.877930
	Iteration 79Q: 3 clusters Score -2.47549e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10252 members 
Mstep: Class 2 contains 182102 members 
Entering Unmasked Estep 
Score: -24754898.000000 Penalty: 6034.877930
	Iteration 80F: 3 clusters Score -2.47549e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10146 members 
Mstep: Class 2 contains 182208 members 
Entering Unmasked Estep 
Score: -24754868.000000 Penalty: 6034.877930
	Iteration 81Q: 3 clusters Score -2.475487e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10060 members 
Mstep: Class 2 contains 182294 members 
Entering Unmasked Estep 
Score: -24754882.000000 Penalty: 6034.877930
	Iteration 82Q: 3 clusters Score -2.475488e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 182376 members 
Entering Unmasked Estep 
Score: -24754900.000000 Penalty: 6034.877930
	Iteration 83Q: 3 clusters Score -2.47549e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 182472 members 
Entering Unmasked Estep 
Score: -24754896.000000 Penalty: 6034.877930
	Iteration 84Q: 3 clusters Score -2.47549e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 182569 members 
Entering Unmasked Estep 
Score: -24754892.000000 Penalty: 6034.877930
	Iteration 85Q: 3 clusters Score -2.475489e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9690 members 
Mstep: Class 2 contains 182664 members 
Entering Unmasked Estep 
Score: -24754904.000000 Penalty: 6034.877930
	Iteration 86Q: 3 clusters Score -2.47549e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 182762 members 
Entering Unmasked Estep 
Score: -24754858.000000 Penalty: 6034.877930
	Iteration 87Q: 3 clusters Score -2.475486e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9505 members 
Mstep: Class 2 contains 182849 members 
Entering Unmasked Estep 
Score: -24754864.000000 Penalty: 6034.877930
	Iteration 88Q: 3 clusters Score -2.475486e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 182937 members 
Entering Unmasked Estep 
Score: -24754798.000000 Penalty: 6034.877930
	Iteration 89Q: 3 clusters Score -2.47548e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 183013 members 
Entering Unmasked Estep 
Score: -24754798.000000 Penalty: 6034.877930
	Iteration 90Q: 3 clusters Score -2.47548e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 183075 members 
Entering Unmasked Estep 
Score: -24754784.000000 Penalty: 6034.877930
	Iteration 91Q: 3 clusters Score -2.475478e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 183126 members 
Entering Unmasked Estep 
Score: -24754788.000000 Penalty: 6034.877930
	Iteration 92Q: 3 clusters Score -2.475479e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 183174 members 
Entering Unmasked Estep 
Score: -24754788.000000 Penalty: 6034.877930
	Iteration 93Q: 3 clusters Score -2.475479e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 183229 members 
Entering Unmasked Estep 
Score: -24754760.000000 Penalty: 6034.877930
	Iteration 94Q: 3 clusters Score -2.475476e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 183272 members 
Entering Unmasked Estep 
Score: -24754752.000000 Penalty: 6034.877930
	Iteration 95Q: 3 clusters Score -2.475475e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 183322 members 
Entering Unmasked Estep 
Score: -24754734.000000 Penalty: 6034.877930
	Iteration 96Q: 3 clusters Score -2.475473e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 183374 members 
Entering Unmasked Estep 
Score: -24754772.000000 Penalty: 6034.877930
	Iteration 97Q: 3 clusters Score -2.475477e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 183414 members 
Entering Unmasked Estep 
Score: -24754732.000000 Penalty: 6034.877930
	Iteration 98Q: 3 clusters Score -2.475473e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 183449 members 
Entering Unmasked Estep 
Score: -24754748.000000 Penalty: 6034.877930
	Iteration 99Q: 3 clusters Score -2.475475e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 183484 members 
Entering Unmasked Estep 
Score: -24754754.000000 Penalty: 6034.877930
	Iteration 100F: 3 clusters Score -2.475475e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 183519 members 
Entering Unmasked Estep 
Score: -24754776.000000 Penalty: 6034.877930
	Iteration 101Q: 3 clusters Score -2.475478e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 183550 members 
Entering Unmasked Estep 
Score: -24754802.000000 Penalty: 6034.877930
	Iteration 102Q: 3 clusters Score -2.47548e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 183578 members 
Entering Unmasked Estep 
Score: -24754786.000000 Penalty: 6034.877930
	Iteration 103Q: 3 clusters Score -2.475479e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 183610 members 
Entering Unmasked Estep 
Score: -24754776.000000 Penalty: 6034.877930
	Iteration 104Q: 3 clusters Score -2.475478e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 183641 members 
Entering Unmasked Estep 
Score: -24754776.000000 Penalty: 6034.877930
	Iteration 105Q: 3 clusters Score -2.475478e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 183665 members 
Entering Unmasked Estep 
Score: -24754766.000000 Penalty: 6034.877930
	Iteration 106Q: 3 clusters Score -2.475477e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 183687 members 
Entering Unmasked Estep 
Score: -24754780.000000 Penalty: 6034.877930
	Iteration 107Q: 3 clusters Score -2.475478e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 183706 members 
Entering Unmasked Estep 
Score: -24754768.000000 Penalty: 6034.877930
	Iteration 108Q: 3 clusters Score -2.475477e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 183731 members 
Entering Unmasked Estep 
Score: -24754740.000000 Penalty: 6034.877930
	Iteration 109Q: 3 clusters Score -2.475474e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 183746 members 
Entering Unmasked Estep 
Score: -24754748.000000 Penalty: 6034.877930
	Iteration 110Q: 3 clusters Score -2.475475e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 183762 members 
Entering Unmasked Estep 
Score: -24754770.000000 Penalty: 6034.877930
	Iteration 111Q: 3 clusters Score -2.475477e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 183776 members 
Entering Unmasked Estep 
Score: -24754770.000000 Penalty: 6034.877930
	Iteration 112Q: 3 clusters Score -2.475477e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 183780 members 
Entering Unmasked Estep 
Score: -24754756.000000 Penalty: 6034.877930
	Iteration 113Q: 3 clusters Score -2.475476e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 183790 members 
Entering Unmasked Estep 
Score: -24754740.000000 Penalty: 6034.877930
	Iteration 114Q: 3 clusters Score -2.475474e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 183803 members 
Entering Unmasked Estep 
Score: -24754754.000000 Penalty: 6034.877930
	Iteration 115Q: 3 clusters Score -2.475475e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 183809 members 
Entering Unmasked Estep 
Score: -24754738.000000 Penalty: 6034.877930
	Iteration 116Q: 3 clusters Score -2.475474e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 183814 members 
Entering Unmasked Estep 
Score: -24754740.000000 Penalty: 6034.877930
	Iteration 117Q: 3 clusters Score -2.475474e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 183819 members 
Entering Unmasked Estep 
Score: -24754736.000000 Penalty: 6034.877930
	Iteration 118Q: 3 clusters Score -2.475474e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 183829 members 
Entering Unmasked Estep 
Score: -24754724.000000 Penalty: 6034.877930
	Iteration 119Q: 3 clusters Score -2.475472e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 183837 members 
Entering Unmasked Estep 
Score: -24754736.000000 Penalty: 6034.877930
	Iteration 120F: 3 clusters Score -2.475474e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 183841 members 
Entering Unmasked Estep 
Score: -24754744.000000 Penalty: 6034.877930
	Iteration 121Q: 3 clusters Score -2.475474e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 183842 members 
Entering Unmasked Estep 
Score: -24754730.000000 Penalty: 6034.877930
	Iteration 122Q: 3 clusters Score -2.475473e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 183843 members 
Entering Unmasked Estep 
Score: -24754738.000000 Penalty: 6034.877930
	Iteration 123Q: 3 clusters Score -2.475474e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 183850 members 
Entering Unmasked Estep 
Score: -24754740.000000 Penalty: 6034.877930
	Iteration 124Q: 3 clusters Score -2.475474e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 183857 members 
Entering Unmasked Estep 
Score: -24754712.000000 Penalty: 6034.877930
	Iteration 125Q: 3 clusters Score -2.475471e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 183866 members 
Entering Unmasked Estep 
Score: -24754728.000000 Penalty: 6034.877930
	Iteration 126Q: 3 clusters Score -2.475473e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 183869 members 
Entering Unmasked Estep 
Score: -24754732.000000 Penalty: 6034.877930
	Iteration 127Q: 3 clusters Score -2.475473e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 183876 members 
Entering Unmasked Estep 
Score: -24754748.000000 Penalty: 6034.877930
	Iteration 128Q: 3 clusters Score -2.475475e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 183886 members 
Entering Unmasked Estep 
Score: -24754740.000000 Penalty: 6034.877930
	Iteration 129Q: 3 clusters Score -2.475474e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 183897 members 
Entering Unmasked Estep 
Score: -24754738.000000 Penalty: 6034.877930
	Iteration 130Q: 3 clusters Score -2.475474e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 183906 members 
Entering Unmasked Estep 
Score: -24754744.000000 Penalty: 6034.877930
	Iteration 131Q: 3 clusters Score -2.475474e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 183918 members 
Entering Unmasked Estep 
Score: -24754758.000000 Penalty: 6034.877930
	Iteration 132Q: 3 clusters Score -2.475476e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 183922 members 
Entering Unmasked Estep 
Score: -24754758.000000 Penalty: 6034.877930
	Iteration 133Q: 3 clusters Score -2.475476e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 183928 members 
Entering Unmasked Estep 
Score: -24754756.000000 Penalty: 6034.877930
	Iteration 134Q: 3 clusters Score -2.475476e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 183935 members 
Entering Unmasked Estep 
Score: -24754746.000000 Penalty: 6034.877930
	Iteration 135Q: 3 clusters Score -2.475475e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 183942 members 
Entering Unmasked Estep 
Score: -24754736.000000 Penalty: 6034.877930
	Iteration 136Q: 3 clusters Score -2.475474e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8411 members 
Mstep: Class 2 contains 183943 members 
Entering Unmasked Estep 
Score: -24754736.000000 Penalty: 6034.877930
	Iteration 137Q: 3 clusters Score -2.475474e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 183945 members 
Entering Unmasked Estep 
Score: -24754732.000000 Penalty: 6034.877930
	Iteration 138Q: 3 clusters Score -2.475473e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 183952 members 
Entering Unmasked Estep 
Score: -24754714.000000 Penalty: 6034.877930
	Iteration 139Q: 3 clusters Score -2.475471e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 183958 members 
Entering Unmasked Estep 
Score: -24754692.000000 Penalty: 6034.877930
	Iteration 140F: 3 clusters Score -2.475469e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 183962 members 
Entering Unmasked Estep 
Score: -24754702.000000 Penalty: 6034.877930
	Iteration 141Q: 3 clusters Score -2.47547e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 183965 members 
Entering Unmasked Estep 
Score: -24754702.000000 Penalty: 6034.877930
	Iteration 142Q: 3 clusters Score -2.47547e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 183965 members 
Entering Unmasked Estep 
Score: -24754702.000000 Penalty: 6034.877930
	Iteration 143F: 3 clusters Score -2.47547e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 53249 members 
Mstep: Class 3 contains 4975 members 
Mstep: Class 4 contains 27499 members 
Mstep: Class 5 contains 9519 members 
Mstep: Class 6 contains 4547 members 
Mstep: Class 7 contains 27117 members 
Mstep: Class 8 contains 635 members 
Mstep: Class 9 contains 12277 members 
Mstep: Class 10 contains 1623 members 
Mstep: Class 11 contains 38338 members 
Mstep: Class 12 contains 23793 members 
Mstep: Class 13 contains 214288 members 
Mstep: Class 14 contains 43025 members 
Mstep: Class 15 contains 5245 members 
Mstep: Class 16 contains 45650 members 
Mstep: Class 17 contains 9722 members 
Mstep: Class 18 contains 14148 members 
Mstep: Class 19 contains 62490 members 
Mstep: Class 20 contains 11804 members 
Mstep: Class 21 contains 15259 members 
Mstep: Class 22 contains 2811 members 
Mstep: Class 23 contains 2533 members 
Mstep: Class 24 contains 18789 members 
Mstep: Class 25 contains 1981 members 
Mstep: Class 26 contains 8389 members 
Mstep: Class 27 contains 5554 members 
Mstep: Class 28 contains 4160 members 
Mstep: Class 29 contains 43193 members 
Mstep: Class 30 contains 5527 members 
Mstep: Class 31 contains 969 members 
Mstep: Class 32 contains 1887 members 
Mstep: Class 33 contains 49889 members 
Mstep: Class 34 contains 2830 members 
Mstep: Class 35 contains 8051 members 
Mstep: Class 36 contains 2541 members 
Mstep: Class 37 contains 166504 members 
Mstep: Class 38 contains 9440 members 
Mstep: Class 39 contains 3334 members 
Mstep: Class 40 contains 6651 members 
Mstep: Class 41 contains 2767 members 
Mstep: Class 42 contains 4414 members 
Mstep: Class 43 contains 478 members 
Mstep: Class 44 contains 3349 members 
Mstep: Class 45 contains 2045 members 
Mstep: Class 46 contains 1022 members 
Mstep: Class 47 contains 3381 members 
Mstep: Class 48 contains 6355 members 
Mstep: Class 49 contains 4238 members 
Mstep: Class 50 contains 5672 members 
Mstep: Class 51 contains 183965 members 
Entering Unmasked Estep 
Score: -147471440.000000 Penalty: 176920.109375
Splitting cluster 26 changes total score from -147455776.000000 to -147471440.000000
So it's getting split into cluster 51.
Entering ConstructFrom: 
Trying to split cluster 27 (5554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Entering Unmasked Estep 
Score: -702600.437500 Penalty: 2138.323730
	Iteration 0F: 2 clusters Score -702600.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -697756.000000 Penalty: 4276.647461
	Iteration 0F: 3 clusters Score -697756 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -699055.437500 Penalty: 4276.647461
	Iteration 1F: 3 clusters Score -699055.4 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -699394.250000 Penalty: 4276.647461
	Iteration 2F: 3 clusters Score -699394.2 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -699730.562500 Penalty: 4276.647461
	Iteration 3F: 3 clusters Score -699730.6 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -700082.625000 Penalty: 4276.647461
	Iteration 4F: 3 clusters Score -700082.6 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -700310.312500 Penalty: 4276.647461
	Iteration 5Q: 3 clusters Score -700310.3 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -700475.937500 Penalty: 4276.647461
	Iteration 6Q: 3 clusters Score -700475.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -700594.937500 Penalty: 4276.647461
	Iteration 7Q: 3 clusters Score -700594.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -700680.562500 Penalty: 4276.647461
	Iteration 8Q: 3 clusters Score -700680.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -700747.750000 Penalty: 4276.647461
	Iteration 9Q: 3 clusters Score -700747.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -700791.187500 Penalty: 4276.647461
	Iteration 10Q: 3 clusters Score -700791.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -700824.375000 Penalty: 4276.647461
	Iteration 11Q: 3 clusters Score -700824.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -700850.812500 Penalty: 4276.647461
	Iteration 12Q: 3 clusters Score -700850.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -700874.437500 Penalty: 4276.647461
	Iteration 13Q: 3 clusters Score -700874.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -700898.625000 Penalty: 4276.647461
	Iteration 14Q: 3 clusters Score -700898.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -700920.750000 Penalty: 4276.647461
	Iteration 15Q: 3 clusters Score -700920.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -700939.500000 Penalty: 4276.647461
	Iteration 16Q: 3 clusters Score -700939.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -700953.500000 Penalty: 4276.647461
	Iteration 17Q: 3 clusters Score -700953.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -700965.312500 Penalty: 4276.647461
	Iteration 18Q: 3 clusters Score -700965.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -700972.875000 Penalty: 4276.647461
	Iteration 19Q: 3 clusters Score -700972.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -700986.562500 Penalty: 4276.647461
	Iteration 20F: 3 clusters Score -700986.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -701000.500000 Penalty: 4276.647461
	Iteration 21Q: 3 clusters Score -701000.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -701013.437500 Penalty: 4276.647461
	Iteration 22Q: 3 clusters Score -701013.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -701028.250000 Penalty: 4276.647461
	Iteration 23Q: 3 clusters Score -701028.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -701040.562500 Penalty: 4276.647461
	Iteration 24Q: 3 clusters Score -701040.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -701051.687500 Penalty: 4276.647461
	Iteration 25Q: 3 clusters Score -701051.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -701064.125000 Penalty: 4276.647461
	Iteration 26Q: 3 clusters Score -701064.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -701077.312500 Penalty: 4276.647461
	Iteration 27Q: 3 clusters Score -701077.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -701085.687500 Penalty: 4276.647461
	Iteration 28Q: 3 clusters Score -701085.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -701090.500000 Penalty: 4276.647461
	Iteration 29Q: 3 clusters Score -701090.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -701091.937500 Penalty: 4276.647461
	Iteration 30Q: 3 clusters Score -701091.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -701094.125000 Penalty: 4276.647461
	Iteration 31Q: 3 clusters Score -701094.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -701097.687500 Penalty: 4276.647461
	Iteration 32Q: 3 clusters Score -701097.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -701100.062500 Penalty: 4276.647461
	Iteration 33Q: 3 clusters Score -701100.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -701102.062500 Penalty: 4276.647461
	Iteration 34Q: 3 clusters Score -701102.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -701104.687500 Penalty: 4276.647461
	Iteration 35Q: 3 clusters Score -701104.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -701108.500000 Penalty: 4276.647461
	Iteration 36Q: 3 clusters Score -701108.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -701113.312500 Penalty: 4276.647461
	Iteration 37Q: 3 clusters Score -701113.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -701115.062500 Penalty: 4276.647461
	Iteration 38Q: 3 clusters Score -701115.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -701119.000000 Penalty: 4276.647461
	Iteration 39Q: 3 clusters Score -701119 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -701124.750000 Penalty: 4276.647461
	Iteration 40F: 3 clusters Score -701124.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -701132.937500 Penalty: 4276.647461
	Iteration 41Q: 3 clusters Score -701132.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -701141.562500 Penalty: 4276.647461
	Iteration 42Q: 3 clusters Score -701141.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -701147.187500 Penalty: 4276.647461
	Iteration 43Q: 3 clusters Score -701147.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -701150.812500 Penalty: 4276.647461
	Iteration 44Q: 3 clusters Score -701150.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -701159.437500 Penalty: 4276.647461
	Iteration 45Q: 3 clusters Score -701159.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -701168.062500 Penalty: 4276.647461
	Iteration 46Q: 3 clusters Score -701168.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -701179.062500 Penalty: 4276.647461
	Iteration 47Q: 3 clusters Score -701179.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -701192.625000 Penalty: 4276.647461
	Iteration 48Q: 3 clusters Score -701192.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -701202.187500 Penalty: 4276.647461
	Iteration 49Q: 3 clusters Score -701202.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -701208.937500 Penalty: 4276.647461
	Iteration 50Q: 3 clusters Score -701208.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -701215.375000 Penalty: 4276.647461
	Iteration 51Q: 3 clusters Score -701215.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -701222.875000 Penalty: 4276.647461
	Iteration 52Q: 3 clusters Score -701222.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -701229.500000 Penalty: 4276.647461
	Iteration 53Q: 3 clusters Score -701229.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -701233.937500 Penalty: 4276.647461
	Iteration 54Q: 3 clusters Score -701233.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -701242.562500 Penalty: 4276.647461
	Iteration 55Q: 3 clusters Score -701242.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -701243.562500 Penalty: 4276.647461
	Iteration 56Q: 3 clusters Score -701243.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -701243.500000 Penalty: 4276.647461
	Iteration 57Q: 3 clusters Score -701243.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -701244.562500 Penalty: 4276.647461
	Iteration 58Q: 3 clusters Score -701244.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -701246.562500 Penalty: 4276.647461
	Iteration 59Q: 3 clusters Score -701246.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -701247.750000 Penalty: 4276.647461
	Iteration 60F: 3 clusters Score -701247.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -701251.812500 Penalty: 4276.647461
	Iteration 61Q: 3 clusters Score -701251.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -701252.875000 Penalty: 4276.647461
	Iteration 62Q: 3 clusters Score -701252.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -701254.500000 Penalty: 4276.647461
	Iteration 63Q: 3 clusters Score -701254.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -701255.625000 Penalty: 4276.647461
	Iteration 64Q: 3 clusters Score -701255.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -701256.062500 Penalty: 4276.647461
	Iteration 65Q: 3 clusters Score -701256.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -701256.000000 Penalty: 4276.647461
	Iteration 66Q: 3 clusters Score -701256 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -701256.000000 Penalty: 4276.647461
	Iteration 67F: 3 clusters Score -701256 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (4160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Entering Unmasked Estep 
Score: -746755.875000 Penalty: 2066.650879
	Iteration 0F: 2 clusters Score -746755.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -742812.062500 Penalty: 4133.301758
	Iteration 0F: 3 clusters Score -742812.1 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -743730.687500 Penalty: 4133.301758
	Iteration 1F: 3 clusters Score -743730.7 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -743946.625000 Penalty: 4133.301758
	Iteration 2F: 3 clusters Score -743946.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -744114.187500 Penalty: 4133.301758
	Iteration 3F: 3 clusters Score -744114.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -744258.187500 Penalty: 4133.301758
	Iteration 4Q: 3 clusters Score -744258.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -744402.000000 Penalty: 4133.301758
	Iteration 5Q: 3 clusters Score -744402 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -744541.312500 Penalty: 4133.301758
	Iteration 6Q: 3 clusters Score -744541.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -744664.500000 Penalty: 4133.301758
	Iteration 7Q: 3 clusters Score -744664.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -744758.875000 Penalty: 4133.301758
	Iteration 8Q: 3 clusters Score -744758.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -744820.437500 Penalty: 4133.301758
	Iteration 9Q: 3 clusters Score -744820.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -744860.500000 Penalty: 4133.301758
	Iteration 10Q: 3 clusters Score -744860.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -744892.187500 Penalty: 4133.301758
	Iteration 11Q: 3 clusters Score -744892.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -744915.687500 Penalty: 4133.301758
	Iteration 12Q: 3 clusters Score -744915.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -744939.500000 Penalty: 4133.301758
	Iteration 13Q: 3 clusters Score -744939.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -744964.625000 Penalty: 4133.301758
	Iteration 14Q: 3 clusters Score -744964.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -744981.375000 Penalty: 4133.301758
	Iteration 15Q: 3 clusters Score -744981.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -745002.562500 Penalty: 4133.301758
	Iteration 16Q: 3 clusters Score -745002.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -745024.312500 Penalty: 4133.301758
	Iteration 17Q: 3 clusters Score -745024.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -745041.062500 Penalty: 4133.301758
	Iteration 18Q: 3 clusters Score -745041.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -745065.875000 Penalty: 4133.301758
	Iteration 19Q: 3 clusters Score -745065.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -745099.375000 Penalty: 4133.301758
	Iteration 20F: 3 clusters Score -745099.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -745155.625000 Penalty: 4133.301758
	Iteration 21Q: 3 clusters Score -745155.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -745226.750000 Penalty: 4133.301758
	Iteration 22Q: 3 clusters Score -745226.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -745311.687500 Penalty: 4133.301758
	Iteration 23Q: 3 clusters Score -745311.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -745440.437500 Penalty: 4133.301758
	Iteration 24Q: 3 clusters Score -745440.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -745563.750000 Penalty: 4133.301758
	Iteration 25Q: 3 clusters Score -745563.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -745642.687500 Penalty: 4133.301758
	Iteration 26Q: 3 clusters Score -745642.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -745719.250000 Penalty: 4133.301758
	Iteration 27Q: 3 clusters Score -745719.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -745800.062500 Penalty: 4133.301758
	Iteration 28Q: 3 clusters Score -745800.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -745851.312500 Penalty: 4133.301758
	Iteration 29Q: 3 clusters Score -745851.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -745875.312500 Penalty: 4133.301758
	Iteration 30Q: 3 clusters Score -745875.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -745895.312500 Penalty: 4133.301758
	Iteration 31Q: 3 clusters Score -745895.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -745914.750000 Penalty: 4133.301758
	Iteration 32Q: 3 clusters Score -745914.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -745940.562500 Penalty: 4133.301758
	Iteration 33Q: 3 clusters Score -745940.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -745965.062500 Penalty: 4133.301758
	Iteration 34Q: 3 clusters Score -745965.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -745974.000000 Penalty: 4133.301758
	Iteration 35Q: 3 clusters Score -745974 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -745979.562500 Penalty: 4133.301758
	Iteration 36Q: 3 clusters Score -745979.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -745987.562500 Penalty: 4133.301758
	Iteration 37Q: 3 clusters Score -745987.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -745991.312500 Penalty: 4133.301758
	Iteration 38Q: 3 clusters Score -745991.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -745998.375000 Penalty: 4133.301758
	Iteration 39Q: 3 clusters Score -745998.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -746031.250000 Penalty: 4133.301758
	Iteration 40F: 3 clusters Score -746031.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -746052.312500 Penalty: 4133.301758
	Iteration 41Q: 3 clusters Score -746052.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -746063.750000 Penalty: 4133.301758
	Iteration 42Q: 3 clusters Score -746063.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -746070.562500 Penalty: 4133.301758
	Iteration 43Q: 3 clusters Score -746070.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -746074.312500 Penalty: 4133.301758
	Iteration 44Q: 3 clusters Score -746074.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -746087.250000 Penalty: 4133.301758
	Iteration 45Q: 3 clusters Score -746087.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -746096.562500 Penalty: 4133.301758
	Iteration 46Q: 3 clusters Score -746096.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -746098.125000 Penalty: 4133.301758
	Iteration 47Q: 3 clusters Score -746098.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -746099.750000 Penalty: 4133.301758
	Iteration 48Q: 3 clusters Score -746099.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -746099.750000 Penalty: 4133.301758
	Iteration 49F: 3 clusters Score -746099.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (43193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43193 members 
Entering Unmasked Estep 
Score: -5612429.000000 Penalty: 2647.011475
	Iteration 0F: 2 clusters Score -5612429 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21609 members 
Mstep: Class 2 contains 21584 members 
Entering Unmasked Estep 
Score: -5583107.500000 Penalty: 5294.022949
	Iteration 0F: 3 clusters Score -5583108 nChanged 19991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22000 members 
Mstep: Class 2 contains 21193 members 
Entering Unmasked Estep 
Score: -5594060.500000 Penalty: 5294.022949
	Iteration 1F: 3 clusters Score -5594060 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22297 members 
Mstep: Class 2 contains 20896 members 
Entering Unmasked Estep 
Score: -5594682.000000 Penalty: 5294.022949
	Iteration 2Q: 3 clusters Score -5594682 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22703 members 
Mstep: Class 2 contains 20490 members 
Entering Unmasked Estep 
Score: -5595298.500000 Penalty: 5294.022949
	Iteration 3Q: 3 clusters Score -5595298 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23160 members 
Mstep: Class 2 contains 20033 members 
Entering Unmasked Estep 
Score: -5595961.000000 Penalty: 5294.022949
	Iteration 4Q: 3 clusters Score -5595961 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23792 members 
Mstep: Class 2 contains 19401 members 
Entering Unmasked Estep 
Score: -5596731.000000 Penalty: 5294.022949
	Iteration 5Q: 3 clusters Score -5596731 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24586 members 
Mstep: Class 2 contains 18607 members 
Entering Unmasked Estep 
Score: -5597517.000000 Penalty: 5294.022949
	Iteration 6Q: 3 clusters Score -5597517 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25481 members 
Mstep: Class 2 contains 17712 members 
Entering Unmasked Estep 
Score: -5598354.500000 Penalty: 5294.022949
	Iteration 7Q: 3 clusters Score -5598354 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26500 members 
Mstep: Class 2 contains 16693 members 
Entering Unmasked Estep 
Score: -5599383.000000 Penalty: 5294.022949
	Iteration 8Q: 3 clusters Score -5599383 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27683 members 
Mstep: Class 2 contains 15510 members 
Entering Unmasked Estep 
Score: -5600537.000000 Penalty: 5294.022949
	Iteration 9Q: 3 clusters Score -5600537 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28944 members 
Mstep: Class 2 contains 14249 members 
Entering Unmasked Estep 
Score: -5601807.000000 Penalty: 5294.022949
	Iteration 10Q: 3 clusters Score -5601807 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30187 members 
Mstep: Class 2 contains 13006 members 
Entering Unmasked Estep 
Score: -5603233.000000 Penalty: 5294.022949
	Iteration 11Q: 3 clusters Score -5603233 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31320 members 
Mstep: Class 2 contains 11873 members 
Entering Unmasked Estep 
Score: -5604489.500000 Penalty: 5294.022949
	Iteration 12Q: 3 clusters Score -5604490 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32286 members 
Mstep: Class 2 contains 10907 members 
Entering Unmasked Estep 
Score: -5605375.000000 Penalty: 5294.022949
	Iteration 13Q: 3 clusters Score -5605375 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33063 members 
Mstep: Class 2 contains 10130 members 
Entering Unmasked Estep 
Score: -5605882.500000 Penalty: 5294.022949
	Iteration 14Q: 3 clusters Score -5605882 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33820 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -5606204.500000 Penalty: 5294.022949
	Iteration 15Q: 3 clusters Score -5606204 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34530 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -5606503.500000 Penalty: 5294.022949
	Iteration 16Q: 3 clusters Score -5606504 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35239 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -5606768.000000 Penalty: 5294.022949
	Iteration 17Q: 3 clusters Score -5606768 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35923 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -5607090.000000 Penalty: 5294.022949
	Iteration 18Q: 3 clusters Score -5607090 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36569 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -5607350.000000 Penalty: 5294.022949
	Iteration 19Q: 3 clusters Score -5607350 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37191 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -5607602.000000 Penalty: 5294.022949
	Iteration 20F: 3 clusters Score -5607602 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37790 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -5607869.000000 Penalty: 5294.022949
	Iteration 21Q: 3 clusters Score -5607869 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38356 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -5608129.000000 Penalty: 5294.022949
	Iteration 22Q: 3 clusters Score -5608129 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38929 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -5608432.000000 Penalty: 5294.022949
	Iteration 23Q: 3 clusters Score -5608432 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39450 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -5608707.500000 Penalty: 5294.022949
	Iteration 24Q: 3 clusters Score -5608708 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39915 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -5608949.000000 Penalty: 5294.022949
	Iteration 25Q: 3 clusters Score -5608949 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40305 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -5609172.000000 Penalty: 5294.022949
	Iteration 26Q: 3 clusters Score -5609172 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40627 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -5609335.000000 Penalty: 5294.022949
	Iteration 27Q: 3 clusters Score -5609335 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40910 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -5609475.500000 Penalty: 5294.022949
	Iteration 28Q: 3 clusters Score -5609476 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41137 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -5609586.500000 Penalty: 5294.022949
	Iteration 29Q: 3 clusters Score -5609586 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41322 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -5609680.500000 Penalty: 5294.022949
	Iteration 30Q: 3 clusters Score -5609680 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41472 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -5609763.500000 Penalty: 5294.022949
	Iteration 31Q: 3 clusters Score -5609764 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41595 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -5609818.500000 Penalty: 5294.022949
	Iteration 32Q: 3 clusters Score -5609818 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41710 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -5609865.500000 Penalty: 5294.022949
	Iteration 33Q: 3 clusters Score -5609866 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41803 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -5609907.500000 Penalty: 5294.022949
	Iteration 34Q: 3 clusters Score -5609908 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41884 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -5609965.500000 Penalty: 5294.022949
	Iteration 35Q: 3 clusters Score -5609966 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41956 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -5610000.500000 Penalty: 5294.022949
	Iteration 36Q: 3 clusters Score -5610000 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42003 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -5610031.000000 Penalty: 5294.022949
	Iteration 37Q: 3 clusters Score -5610031 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42033 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -5610043.500000 Penalty: 5294.022949
	Iteration 38Q: 3 clusters Score -5610044 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42061 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -5610050.000000 Penalty: 5294.022949
	Iteration 39Q: 3 clusters Score -5610050 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42082 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -5610057.000000 Penalty: 5294.022949
	Iteration 40F: 3 clusters Score -5610057 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42109 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -5610062.000000 Penalty: 5294.022949
	Iteration 41Q: 3 clusters Score -5610062 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42135 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -5610078.500000 Penalty: 5294.022949
	Iteration 42Q: 3 clusters Score -5610078 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42159 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -5610103.500000 Penalty: 5294.022949
	Iteration 43Q: 3 clusters Score -5610104 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42183 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -5610122.000000 Penalty: 5294.022949
	Iteration 44Q: 3 clusters Score -5610122 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42201 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -5610125.000000 Penalty: 5294.022949
	Iteration 45Q: 3 clusters Score -5610125 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42216 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -5610122.000000 Penalty: 5294.022949
	Iteration 46Q: 3 clusters Score -5610122 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42228 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -5610141.000000 Penalty: 5294.022949
	Iteration 47Q: 3 clusters Score -5610141 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42243 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -5610136.500000 Penalty: 5294.022949
	Iteration 48Q: 3 clusters Score -5610136 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42257 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -5610139.500000 Penalty: 5294.022949
	Iteration 49Q: 3 clusters Score -5610140 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42272 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -5610150.000000 Penalty: 5294.022949
	Iteration 50Q: 3 clusters Score -5610150 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42288 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -5610161.500000 Penalty: 5294.022949
	Iteration 51Q: 3 clusters Score -5610162 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42297 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -5610168.000000 Penalty: 5294.022949
	Iteration 52Q: 3 clusters Score -5610168 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42310 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -5610183.000000 Penalty: 5294.022949
	Iteration 53Q: 3 clusters Score -5610183 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42327 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -5610197.000000 Penalty: 5294.022949
	Iteration 54Q: 3 clusters Score -5610197 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42340 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -5610201.000000 Penalty: 5294.022949
	Iteration 55Q: 3 clusters Score -5610201 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42348 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -5610206.000000 Penalty: 5294.022949
	Iteration 56Q: 3 clusters Score -5610206 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42353 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -5610211.500000 Penalty: 5294.022949
	Iteration 57Q: 3 clusters Score -5610212 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42358 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -5610211.500000 Penalty: 5294.022949
	Iteration 58Q: 3 clusters Score -5610212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42361 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -5610208.500000 Penalty: 5294.022949
	Iteration 59Q: 3 clusters Score -5610208 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42365 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -5610209.500000 Penalty: 5294.022949
	Iteration 60F: 3 clusters Score -5610210 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42367 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -5610214.500000 Penalty: 5294.022949
	Iteration 61Q: 3 clusters Score -5610214 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42368 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -5610216.000000 Penalty: 5294.022949
	Iteration 62Q: 3 clusters Score -5610216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42370 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -5610217.500000 Penalty: 5294.022949
	Iteration 63Q: 3 clusters Score -5610218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42372 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -5610217.000000 Penalty: 5294.022949
	Iteration 64Q: 3 clusters Score -5610217 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42374 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -5610217.000000 Penalty: 5294.022949
	Iteration 65Q: 3 clusters Score -5610217 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42374 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -5610217.000000 Penalty: 5294.022949
	Iteration 66F: 3 clusters Score -5610217 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (5527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Entering Unmasked Estep 
Score: -677335.125000 Penalty: 2137.115234
	Iteration 0F: 2 clusters Score -677335.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -672452.875000 Penalty: 4274.230469
	Iteration 0F: 3 clusters Score -672452.9 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -673723.562500 Penalty: 4274.230469
	Iteration 1F: 3 clusters Score -673723.6 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -674031.625000 Penalty: 4274.230469
	Iteration 2F: 3 clusters Score -674031.6 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -674288.312500 Penalty: 4274.230469
	Iteration 3F: 3 clusters Score -674288.3 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -674541.875000 Penalty: 4274.230469
	Iteration 4F: 3 clusters Score -674541.9 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -674858.250000 Penalty: 4274.230469
	Iteration 5F: 3 clusters Score -674858.2 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -675187.250000 Penalty: 4274.230469
	Iteration 6F: 3 clusters Score -675187.2 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -675473.312500 Penalty: 4274.230469
	Iteration 7F: 3 clusters Score -675473.3 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -675716.750000 Penalty: 4274.230469
	Iteration 8Q: 3 clusters Score -675716.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -675962.500000 Penalty: 4274.230469
	Iteration 9Q: 3 clusters Score -675962.5 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -676153.500000 Penalty: 4274.230469
	Iteration 10Q: 3 clusters Score -676153.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -676301.625000 Penalty: 4274.230469
	Iteration 11Q: 3 clusters Score -676301.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -676425.062500 Penalty: 4274.230469
	Iteration 12Q: 3 clusters Score -676425.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -676507.812500 Penalty: 4274.230469
	Iteration 13Q: 3 clusters Score -676507.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -676578.062500 Penalty: 4274.230469
	Iteration 14Q: 3 clusters Score -676578.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -676629.625000 Penalty: 4274.230469
	Iteration 15Q: 3 clusters Score -676629.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -676679.625000 Penalty: 4274.230469
	Iteration 16Q: 3 clusters Score -676679.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -676724.062500 Penalty: 4274.230469
	Iteration 17Q: 3 clusters Score -676724.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -676767.187500 Penalty: 4274.230469
	Iteration 18Q: 3 clusters Score -676767.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -676799.062500 Penalty: 4274.230469
	Iteration 19Q: 3 clusters Score -676799.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -676825.875000 Penalty: 4274.230469
	Iteration 20F: 3 clusters Score -676825.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -676844.812500 Penalty: 4274.230469
	Iteration 21Q: 3 clusters Score -676844.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -676860.437500 Penalty: 4274.230469
	Iteration 22Q: 3 clusters Score -676860.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -676870.687500 Penalty: 4274.230469
	Iteration 23Q: 3 clusters Score -676870.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -676876.500000 Penalty: 4274.230469
	Iteration 24Q: 3 clusters Score -676876.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -676882.750000 Penalty: 4274.230469
	Iteration 25Q: 3 clusters Score -676882.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -676886.625000 Penalty: 4274.230469
	Iteration 26Q: 3 clusters Score -676886.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -676887.250000 Penalty: 4274.230469
	Iteration 27Q: 3 clusters Score -676887.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -676887.375000 Penalty: 4274.230469
	Iteration 28Q: 3 clusters Score -676887.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -676888.125000 Penalty: 4274.230469
	Iteration 29Q: 3 clusters Score -676888.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -676889.500000 Penalty: 4274.230469
	Iteration 30Q: 3 clusters Score -676889.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -676889.500000 Penalty: 4274.230469
	Iteration 31F: 3 clusters Score -676889.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Entering Unmasked Estep 
Score: -84860.187500 Penalty: 1705.313599
	Iteration 0F: 2 clusters Score -84860.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -83282.226562 Penalty: 3410.627197
	Iteration 0F: 3 clusters Score -83282.23 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -84852.859375 Penalty: 3410.627197
	Iteration 1F: 3 clusters Score -84852.86 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -85824.554688 Penalty: 3410.627197
	Iteration 2F: 3 clusters Score -85824.55 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -86726.710938 Penalty: 3410.627197
	Iteration 3F: 3 clusters Score -86726.71 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -87484.742188 Penalty: 3410.627197
	Iteration 4F: 3 clusters Score -87484.74 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -87785.007812 Penalty: 3410.627197
	Iteration 5Q: 3 clusters Score -87785.01 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -87906.218750 Penalty: 3410.627197
	Iteration 6Q: 3 clusters Score -87906.22 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -87968.484375 Penalty: 3410.627197
	Iteration 7Q: 3 clusters Score -87968.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -88011.593750 Penalty: 3410.627197
	Iteration 8Q: 3 clusters Score -88011.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -88023.109375 Penalty: 3410.627197
	Iteration 9Q: 3 clusters Score -88023.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -88059.617188 Penalty: 3410.627197
	Iteration 10F: 3 clusters Score -88059.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -88217.085938 Penalty: 3410.627197
	Iteration 11Q: 3 clusters Score -88217.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -88382.476562 Penalty: 3410.627197
	Iteration 12Q: 3 clusters Score -88382.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -88418.085938 Penalty: 3410.627197
	Iteration 13Q: 3 clusters Score -88418.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -88422.921875 Penalty: 3410.627197
	Iteration 14Q: 3 clusters Score -88422.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -88422.921875 Penalty: 3410.627197
	Iteration 15F: 3 clusters Score -88422.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 53249 members 
Mstep: Class 3 contains 4975 members 
Mstep: Class 4 contains 27499 members 
Mstep: Class 5 contains 9519 members 
Mstep: Class 6 contains 4547 members 
Mstep: Class 7 contains 27117 members 
Mstep: Class 8 contains 635 members 
Mstep: Class 9 contains 12277 members 
Mstep: Class 10 contains 1623 members 
Mstep: Class 11 contains 38338 members 
Mstep: Class 12 contains 23793 members 
Mstep: Class 13 contains 214288 members 
Mstep: Class 14 contains 43025 members 
Mstep: Class 15 contains 5245 members 
Mstep: Class 16 contains 45650 members 
Mstep: Class 17 contains 9722 members 
Mstep: Class 18 contains 14148 members 
Mstep: Class 19 contains 62490 members 
Mstep: Class 20 contains 11804 members 
Mstep: Class 21 contains 15259 members 
Mstep: Class 22 contains 2811 members 
Mstep: Class 23 contains 2533 members 
Mstep: Class 24 contains 18789 members 
Mstep: Class 25 contains 1981 members 
Mstep: Class 26 contains 8389 members 
Mstep: Class 27 contains 5554 members 
Mstep: Class 28 contains 4160 members 
Mstep: Class 29 contains 43193 members 
Mstep: Class 30 contains 5527 members 
Mstep: Class 31 contains 617 members 
Mstep: Class 32 contains 1887 members 
Mstep: Class 33 contains 49889 members 
Mstep: Class 34 contains 2830 members 
Mstep: Class 35 contains 8051 members 
Mstep: Class 36 contains 2541 members 
Mstep: Class 37 contains 166504 members 
Mstep: Class 38 contains 9440 members 
Mstep: Class 39 contains 3334 members 
Mstep: Class 40 contains 6651 members 
Mstep: Class 41 contains 2767 members 
Mstep: Class 42 contains 4414 members 
Mstep: Class 43 contains 478 members 
Mstep: Class 44 contains 3349 members 
Mstep: Class 45 contains 2045 members 
Mstep: Class 46 contains 1022 members 
Mstep: Class 47 contains 3381 members 
Mstep: Class 48 contains 6355 members 
Mstep: Class 49 contains 4238 members 
Mstep: Class 50 contains 5672 members 
Mstep: Class 51 contains 183965 members 
Mstep: Class 52 contains 352 members 
Entering Unmasked Estep 
Score: -147473232.000000 Penalty: 180389.140625
Splitting cluster 31 changes total score from -147455776.000000 to -147473232.000000
So it's getting split into cluster 52.
Entering ConstructFrom: 
Trying to split cluster 32 (1887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Entering Unmasked Estep 
Score: -225313.203125 Penalty: 1870.600464
	Iteration 0F: 2 clusters Score -225313.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -223166.250000 Penalty: 3741.200928
	Iteration 0F: 3 clusters Score -223166.2 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -226275.109375 Penalty: 3741.200928
	Iteration 1F: 3 clusters Score -226275.1 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -227775.656250 Penalty: 3741.200928
	Iteration 2F: 3 clusters Score -227775.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -228427.265625 Penalty: 3741.200928
	Iteration 3F: 3 clusters Score -228427.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -228676.781250 Penalty: 3741.200928
	Iteration 4Q: 3 clusters Score -228676.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -228773.000000 Penalty: 3741.200928
	Iteration 5Q: 3 clusters Score -228773 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -228817.296875 Penalty: 3741.200928
	Iteration 6Q: 3 clusters Score -228817.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -228843.546875 Penalty: 3741.200928
	Iteration 7Q: 3 clusters Score -228843.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -228867.109375 Penalty: 3741.200928
	Iteration 8Q: 3 clusters Score -228867.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -228926.671875 Penalty: 3741.200928
	Iteration 9Q: 3 clusters Score -228926.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -228947.453125 Penalty: 3741.200928
	Iteration 10Q: 3 clusters Score -228947.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -228971.109375 Penalty: 3741.200928
	Iteration 11Q: 3 clusters Score -228971.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -228984.031250 Penalty: 3741.200928
	Iteration 12Q: 3 clusters Score -228984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -229027.687500 Penalty: 3741.200928
	Iteration 13Q: 3 clusters Score -229027.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -229059.109375 Penalty: 3741.200928
	Iteration 14Q: 3 clusters Score -229059.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -229079.484375 Penalty: 3741.200928
	Iteration 15F: 3 clusters Score -229079.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -229121.437500 Penalty: 3741.200928
	Iteration 16Q: 3 clusters Score -229121.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -229148.359375 Penalty: 3741.200928
	Iteration 17Q: 3 clusters Score -229148.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -229213.531250 Penalty: 3741.200928
	Iteration 18Q: 3 clusters Score -229213.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -229304.937500 Penalty: 3741.200928
	Iteration 19Q: 3 clusters Score -229304.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -229361.687500 Penalty: 3741.200928
	Iteration 20F: 3 clusters Score -229361.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -229419.421875 Penalty: 3741.200928
	Iteration 21Q: 3 clusters Score -229419.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -229433.890625 Penalty: 3741.200928
	Iteration 22Q: 3 clusters Score -229433.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -229441.718750 Penalty: 3741.200928
	Iteration 23Q: 3 clusters Score -229441.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -229450.187500 Penalty: 3741.200928
	Iteration 24Q: 3 clusters Score -229450.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -229450.062500 Penalty: 3741.200928
	Iteration 25Q: 3 clusters Score -229450.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -229451.640625 Penalty: 3741.200928
	Iteration 26Q: 3 clusters Score -229451.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -229451.640625 Penalty: 3741.200928
	Iteration 27F: 3 clusters Score -229451.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 53249 members 
Mstep: Class 3 contains 4975 members 
Mstep: Class 4 contains 27499 members 
Mstep: Class 5 contains 9519 members 
Mstep: Class 6 contains 4547 members 
Mstep: Class 7 contains 27117 members 
Mstep: Class 8 contains 635 members 
Mstep: Class 9 contains 12277 members 
Mstep: Class 10 contains 1623 members 
Mstep: Class 11 contains 38338 members 
Mstep: Class 12 contains 23793 members 
Mstep: Class 13 contains 214288 members 
Mstep: Class 14 contains 43025 members 
Mstep: Class 15 contains 5245 members 
Mstep: Class 16 contains 45650 members 
Mstep: Class 17 contains 9722 members 
Mstep: Class 18 contains 14148 members 
Mstep: Class 19 contains 62490 members 
Mstep: Class 20 contains 11804 members 
Mstep: Class 21 contains 15259 members 
Mstep: Class 22 contains 2811 members 
Mstep: Class 23 contains 2533 members 
Mstep: Class 24 contains 18789 members 
Mstep: Class 25 contains 1981 members 
Mstep: Class 26 contains 8389 members 
Mstep: Class 27 contains 5554 members 
Mstep: Class 28 contains 4160 members 
Mstep: Class 29 contains 43193 members 
Mstep: Class 30 contains 5527 members 
Mstep: Class 31 contains 617 members 
Mstep: Class 32 contains 1097 members 
Mstep: Class 33 contains 49889 members 
Mstep: Class 34 contains 2830 members 
Mstep: Class 35 contains 8051 members 
Mstep: Class 36 contains 2541 members 
Mstep: Class 37 contains 166504 members 
Mstep: Class 38 contains 9440 members 
Mstep: Class 39 contains 3334 members 
Mstep: Class 40 contains 6651 members 
Mstep: Class 41 contains 2767 members 
Mstep: Class 42 contains 4414 members 
Mstep: Class 43 contains 478 members 
Mstep: Class 44 contains 3349 members 
Mstep: Class 45 contains 2045 members 
Mstep: Class 46 contains 1022 members 
Mstep: Class 47 contains 3381 members 
Mstep: Class 48 contains 6355 members 
Mstep: Class 49 contains 4238 members 
Mstep: Class 50 contains 5672 members 
Mstep: Class 51 contains 183965 members 
Mstep: Class 52 contains 352 members 
Mstep: Class 53 contains 790 members 
Entering Unmasked Estep 
Score: -147475584.000000 Penalty: 183858.156250
Splitting cluster 32 changes total score from -147455776.000000 to -147475584.000000
So it's getting split into cluster 53.
Entering ConstructFrom: 
Trying to split cluster 33 (49889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49889 members 
Entering Unmasked Estep 
Score: -6293598.000000 Penalty: 2682.753662
	Iteration 0F: 2 clusters Score -6293598 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24991 members 
Mstep: Class 2 contains 24898 members 
Entering Unmasked Estep 
Score: -6260281.000000 Penalty: 5365.507324
	Iteration 0F: 3 clusters Score -6260281 nChanged 22866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25203 members 
Mstep: Class 2 contains 24686 members 
Entering Unmasked Estep 
Score: -6273357.000000 Penalty: 5365.507324
	Iteration 1F: 3 clusters Score -6273357 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25184 members 
Mstep: Class 2 contains 24705 members 
Entering Unmasked Estep 
Score: -6274272.000000 Penalty: 5365.507324
	Iteration 2Q: 3 clusters Score -6274272 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25101 members 
Mstep: Class 2 contains 24788 members 
Entering Unmasked Estep 
Score: -6275306.500000 Penalty: 5365.507324
	Iteration 3Q: 3 clusters Score -6275306 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24778 members 
Mstep: Class 2 contains 25111 members 
Entering Unmasked Estep 
Score: -6276388.000000 Penalty: 5365.507324
	Iteration 4F: 3 clusters Score -6276388 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24179 members 
Mstep: Class 2 contains 25710 members 
Entering Unmasked Estep 
Score: -6277652.500000 Penalty: 5365.507324
	Iteration 5F: 3 clusters Score -6277652 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23218 members 
Mstep: Class 2 contains 26671 members 
Entering Unmasked Estep 
Score: -6278938.500000 Penalty: 5365.507324
	Iteration 6F: 3 clusters Score -6278938 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22008 members 
Mstep: Class 2 contains 27881 members 
Entering Unmasked Estep 
Score: -6280313.500000 Penalty: 5365.507324
	Iteration 7F: 3 clusters Score -6280314 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20589 members 
Mstep: Class 2 contains 29300 members 
Entering Unmasked Estep 
Score: -6281850.000000 Penalty: 5365.507324
	Iteration 8F: 3 clusters Score -6281850 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19008 members 
Mstep: Class 2 contains 30881 members 
Entering Unmasked Estep 
Score: -6283578.500000 Penalty: 5365.507324
	Iteration 9F: 3 clusters Score -6283578 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17398 members 
Mstep: Class 2 contains 32491 members 
Entering Unmasked Estep 
Score: -6285422.000000 Penalty: 5365.507324
	Iteration 10Q: 3 clusters Score -6285422 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15984 members 
Mstep: Class 2 contains 33905 members 
Entering Unmasked Estep 
Score: -6287039.000000 Penalty: 5365.507324
	Iteration 11Q: 3 clusters Score -6287039 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14765 members 
Mstep: Class 2 contains 35124 members 
Entering Unmasked Estep 
Score: -6288117.500000 Penalty: 5365.507324
	Iteration 12Q: 3 clusters Score -6288118 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13752 members 
Mstep: Class 2 contains 36137 members 
Entering Unmasked Estep 
Score: -6288766.500000 Penalty: 5365.507324
	Iteration 13Q: 3 clusters Score -6288766 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12861 members 
Mstep: Class 2 contains 37028 members 
Entering Unmasked Estep 
Score: -6289170.000000 Penalty: 5365.507324
	Iteration 14Q: 3 clusters Score -6289170 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12067 members 
Mstep: Class 2 contains 37822 members 
Entering Unmasked Estep 
Score: -6289500.000000 Penalty: 5365.507324
	Iteration 15Q: 3 clusters Score -6289500 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11338 members 
Mstep: Class 2 contains 38551 members 
Entering Unmasked Estep 
Score: -6289789.500000 Penalty: 5365.507324
	Iteration 16Q: 3 clusters Score -6289790 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10646 members 
Mstep: Class 2 contains 39243 members 
Entering Unmasked Estep 
Score: -6290047.500000 Penalty: 5365.507324
	Iteration 17Q: 3 clusters Score -6290048 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 39922 members 
Entering Unmasked Estep 
Score: -6290304.000000 Penalty: 5365.507324
	Iteration 18Q: 3 clusters Score -6290304 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 40562 members 
Entering Unmasked Estep 
Score: -6290508.000000 Penalty: 5365.507324
	Iteration 19Q: 3 clusters Score -6290508 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 41187 members 
Entering Unmasked Estep 
Score: -6290769.500000 Penalty: 5365.507324
	Iteration 20F: 3 clusters Score -6290770 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 41783 members 
Entering Unmasked Estep 
Score: -6290982.500000 Penalty: 5365.507324
	Iteration 21Q: 3 clusters Score -6290982 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 42299 members 
Entering Unmasked Estep 
Score: -6291225.500000 Penalty: 5365.507324
	Iteration 22Q: 3 clusters Score -6291226 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 42769 members 
Entering Unmasked Estep 
Score: -6291418.000000 Penalty: 5365.507324
	Iteration 23Q: 3 clusters Score -6291418 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 43166 members 
Entering Unmasked Estep 
Score: -6291558.500000 Penalty: 5365.507324
	Iteration 24Q: 3 clusters Score -6291558 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 43529 members 
Entering Unmasked Estep 
Score: -6291660.000000 Penalty: 5365.507324
	Iteration 25Q: 3 clusters Score -6291660 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 43847 members 
Entering Unmasked Estep 
Score: -6291762.500000 Penalty: 5365.507324
	Iteration 26Q: 3 clusters Score -6291762 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 44109 members 
Entering Unmasked Estep 
Score: -6291827.000000 Penalty: 5365.507324
	Iteration 27Q: 3 clusters Score -6291827 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 44321 members 
Entering Unmasked Estep 
Score: -6291828.000000 Penalty: 5365.507324
	Iteration 28Q: 3 clusters Score -6291828 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 44521 members 
Entering Unmasked Estep 
Score: -6291894.500000 Penalty: 5365.507324
	Iteration 29Q: 3 clusters Score -6291894 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 44717 members 
Entering Unmasked Estep 
Score: -6291938.000000 Penalty: 5365.507324
	Iteration 30Q: 3 clusters Score -6291938 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 44867 members 
Entering Unmasked Estep 
Score: -6291968.500000 Penalty: 5365.507324
	Iteration 31Q: 3 clusters Score -6291968 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 45004 members 
Entering Unmasked Estep 
Score: -6292017.500000 Penalty: 5365.507324
	Iteration 32Q: 3 clusters Score -6292018 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 45138 members 
Entering Unmasked Estep 
Score: -6292057.000000 Penalty: 5365.507324
	Iteration 33Q: 3 clusters Score -6292057 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 45254 members 
Entering Unmasked Estep 
Score: -6292051.500000 Penalty: 5365.507324
	Iteration 34Q: 3 clusters Score -6292052 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 45359 members 
Entering Unmasked Estep 
Score: -6292051.000000 Penalty: 5365.507324
	Iteration 35Q: 3 clusters Score -6292051 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 45445 members 
Entering Unmasked Estep 
Score: -6292076.500000 Penalty: 5365.507324
	Iteration 36Q: 3 clusters Score -6292076 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 45521 members 
Entering Unmasked Estep 
Score: -6292112.000000 Penalty: 5365.507324
	Iteration 37Q: 3 clusters Score -6292112 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 45598 members 
Entering Unmasked Estep 
Score: -6292130.500000 Penalty: 5365.507324
	Iteration 38Q: 3 clusters Score -6292130 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 45675 members 
Entering Unmasked Estep 
Score: -6292146.500000 Penalty: 5365.507324
	Iteration 39Q: 3 clusters Score -6292146 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 45742 members 
Entering Unmasked Estep 
Score: -6292151.500000 Penalty: 5365.507324
	Iteration 40F: 3 clusters Score -6292152 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 45802 members 
Entering Unmasked Estep 
Score: -6292163.000000 Penalty: 5365.507324
	Iteration 41Q: 3 clusters Score -6292163 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 45846 members 
Entering Unmasked Estep 
Score: -6292157.500000 Penalty: 5365.507324
	Iteration 42Q: 3 clusters Score -6292158 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 45886 members 
Entering Unmasked Estep 
Score: -6292182.000000 Penalty: 5365.507324
	Iteration 43Q: 3 clusters Score -6292182 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 45919 members 
Entering Unmasked Estep 
Score: -6292183.000000 Penalty: 5365.507324
	Iteration 44Q: 3 clusters Score -6292183 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 45957 members 
Entering Unmasked Estep 
Score: -6292208.000000 Penalty: 5365.507324
	Iteration 45Q: 3 clusters Score -6292208 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 45991 members 
Entering Unmasked Estep 
Score: -6292215.000000 Penalty: 5365.507324
	Iteration 46Q: 3 clusters Score -6292215 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 46020 members 
Entering Unmasked Estep 
Score: -6292219.000000 Penalty: 5365.507324
	Iteration 47Q: 3 clusters Score -6292219 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 46041 members 
Entering Unmasked Estep 
Score: -6292223.500000 Penalty: 5365.507324
	Iteration 48Q: 3 clusters Score -6292224 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 46069 members 
Entering Unmasked Estep 
Score: -6292243.000000 Penalty: 5365.507324
	Iteration 49Q: 3 clusters Score -6292243 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 46095 members 
Entering Unmasked Estep 
Score: -6292249.500000 Penalty: 5365.507324
	Iteration 50Q: 3 clusters Score -6292250 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 46111 members 
Entering Unmasked Estep 
Score: -6292253.500000 Penalty: 5365.507324
	Iteration 51Q: 3 clusters Score -6292254 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 46127 members 
Entering Unmasked Estep 
Score: -6292247.500000 Penalty: 5365.507324
	Iteration 52Q: 3 clusters Score -6292248 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 46133 members 
Entering Unmasked Estep 
Score: -6292242.000000 Penalty: 5365.507324
	Iteration 53Q: 3 clusters Score -6292242 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 46143 members 
Entering Unmasked Estep 
Score: -6292242.000000 Penalty: 5365.507324
	Iteration 54Q: 3 clusters Score -6292242 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 46158 members 
Entering Unmasked Estep 
Score: -6292247.000000 Penalty: 5365.507324
	Iteration 55Q: 3 clusters Score -6292247 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 46174 members 
Entering Unmasked Estep 
Score: -6292242.500000 Penalty: 5365.507324
	Iteration 56Q: 3 clusters Score -6292242 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 46191 members 
Entering Unmasked Estep 
Score: -6292234.000000 Penalty: 5365.507324
	Iteration 57Q: 3 clusters Score -6292234 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 46205 members 
Entering Unmasked Estep 
Score: -6292233.000000 Penalty: 5365.507324
	Iteration 58Q: 3 clusters Score -6292233 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 46216 members 
Entering Unmasked Estep 
Score: -6292237.500000 Penalty: 5365.507324
	Iteration 59Q: 3 clusters Score -6292238 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 46222 members 
Entering Unmasked Estep 
Score: -6292246.500000 Penalty: 5365.507324
	Iteration 60F: 3 clusters Score -6292246 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 46227 members 
Entering Unmasked Estep 
Score: -6292251.000000 Penalty: 5365.507324
	Iteration 61Q: 3 clusters Score -6292251 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 46233 members 
Entering Unmasked Estep 
Score: -6292249.500000 Penalty: 5365.507324
	Iteration 62Q: 3 clusters Score -6292250 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 46237 members 
Entering Unmasked Estep 
Score: -6292259.000000 Penalty: 5365.507324
	Iteration 63Q: 3 clusters Score -6292259 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 46240 members 
Entering Unmasked Estep 
Score: -6292251.500000 Penalty: 5365.507324
	Iteration 64Q: 3 clusters Score -6292252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 46244 members 
Entering Unmasked Estep 
Score: -6292249.500000 Penalty: 5365.507324
	Iteration 65Q: 3 clusters Score -6292250 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 46246 members 
Entering Unmasked Estep 
Score: -6292250.500000 Penalty: 5365.507324
	Iteration 66Q: 3 clusters Score -6292250 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 46248 members 
Entering Unmasked Estep 
Score: -6292248.500000 Penalty: 5365.507324
	Iteration 67Q: 3 clusters Score -6292248 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 46249 members 
Entering Unmasked Estep 
Score: -6292250.500000 Penalty: 5365.507324
	Iteration 68Q: 3 clusters Score -6292250 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 46250 members 
Entering Unmasked Estep 
Score: -6292249.500000 Penalty: 5365.507324
	Iteration 69Q: 3 clusters Score -6292250 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 46250 members 
Entering Unmasked Estep 
Score: -6292249.500000 Penalty: 5365.507324
	Iteration 70F: 3 clusters Score -6292250 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (2830 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Entering Unmasked Estep 
Score: -375402.687500 Penalty: 1971.111938
	Iteration 0F: 2 clusters Score -375402.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -372558.531250 Penalty: 3942.223877
	Iteration 0F: 3 clusters Score -372558.5 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -377237.500000 Penalty: 3942.223877
	Iteration 1F: 3 clusters Score -377237.5 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -380492.750000 Penalty: 3942.223877
	Iteration 2F: 3 clusters Score -380492.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -381835.343750 Penalty: 3942.223877
	Iteration 3F: 3 clusters Score -381835.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -382832.500000 Penalty: 3942.223877
	Iteration 4Q: 3 clusters Score -382832.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -383055.437500 Penalty: 3942.223877
	Iteration 5Q: 3 clusters Score -383055.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -383094.593750 Penalty: 3942.223877
	Iteration 6Q: 3 clusters Score -383094.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -383129.093750 Penalty: 3942.223877
	Iteration 7Q: 3 clusters Score -383129.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -383191.781250 Penalty: 3942.223877
	Iteration 8Q: 3 clusters Score -383191.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -383457.656250 Penalty: 3942.223877
	Iteration 9Q: 3 clusters Score -383457.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -383591.968750 Penalty: 3942.223877
	Iteration 10Q: 3 clusters Score -383592 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -384488.250000 Penalty: 3942.223877
	Iteration 11Q: 3 clusters Score -384488.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -384742.875000 Penalty: 3942.223877
	Iteration 12Q: 3 clusters Score -384742.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -384865.437500 Penalty: 3942.223877
	Iteration 13Q: 3 clusters Score -384865.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -384925.343750 Penalty: 3942.223877
	Iteration 14Q: 3 clusters Score -384925.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -384949.437500 Penalty: 3942.223877
	Iteration 15Q: 3 clusters Score -384949.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -384968.156250 Penalty: 3942.223877
	Iteration 16Q: 3 clusters Score -384968.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -384979.312500 Penalty: 3942.223877
	Iteration 17Q: 3 clusters Score -384979.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -384991.375000 Penalty: 3942.223877
	Iteration 18Q: 3 clusters Score -384991.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -385004.437500 Penalty: 3942.223877
	Iteration 19Q: 3 clusters Score -385004.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -385015.656250 Penalty: 3942.223877
	Iteration 20F: 3 clusters Score -385015.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -385102.656250 Penalty: 3942.223877
	Iteration 21Q: 3 clusters Score -385102.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -385157.093750 Penalty: 3942.223877
	Iteration 22Q: 3 clusters Score -385157.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -385167.500000 Penalty: 3942.223877
	Iteration 23Q: 3 clusters Score -385167.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -385194.250000 Penalty: 3942.223877
	Iteration 24Q: 3 clusters Score -385194.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -385205.500000 Penalty: 3942.223877
	Iteration 25Q: 3 clusters Score -385205.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -385213.593750 Penalty: 3942.223877
	Iteration 26Q: 3 clusters Score -385213.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -385225.906250 Penalty: 3942.223877
	Iteration 27Q: 3 clusters Score -385225.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -385233.687500 Penalty: 3942.223877
	Iteration 28Q: 3 clusters Score -385233.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -385258.656250 Penalty: 3942.223877
	Iteration 29Q: 3 clusters Score -385258.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -385290.468750 Penalty: 3942.223877
	Iteration 30Q: 3 clusters Score -385290.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -385310.875000 Penalty: 3942.223877
	Iteration 31Q: 3 clusters Score -385310.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -385333.468750 Penalty: 3942.223877
	Iteration 32Q: 3 clusters Score -385333.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -385353.968750 Penalty: 3942.223877
	Iteration 33Q: 3 clusters Score -385354 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -385368.031250 Penalty: 3942.223877
	Iteration 34Q: 3 clusters Score -385368 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -385421.531250 Penalty: 3942.223877
	Iteration 35Q: 3 clusters Score -385421.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -385500.968750 Penalty: 3942.223877
	Iteration 36Q: 3 clusters Score -385501 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -385605.843750 Penalty: 3942.223877
	Iteration 37Q: 3 clusters Score -385605.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -385724.968750 Penalty: 3942.223877
	Iteration 38Q: 3 clusters Score -385725 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -385864.562500 Penalty: 3942.223877
	Iteration 39Q: 3 clusters Score -385864.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -386032.625000 Penalty: 3942.223877
	Iteration 40F: 3 clusters Score -386032.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -386312.250000 Penalty: 3942.223877
	Iteration 41Q: 3 clusters Score -386312.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -386564.437500 Penalty: 3942.223877
	Iteration 42Q: 3 clusters Score -386564.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -387082.281250 Penalty: 3942.223877
	Iteration 43Q: 3 clusters Score -387082.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -387311.406250 Penalty: 3942.223877
	Iteration 44Q: 3 clusters Score -387311.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -387448.906250 Penalty: 3942.223877
	Iteration 45Q: 3 clusters Score -387448.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -387626.062500 Penalty: 3942.223877
	Iteration 46Q: 3 clusters Score -387626.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -387746.812500 Penalty: 3942.223877
	Iteration 47Q: 3 clusters Score -387746.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -387919.906250 Penalty: 3942.223877
	Iteration 48Q: 3 clusters Score -387919.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -388414.562500 Penalty: 3942.223877
	Iteration 49Q: 3 clusters Score -388414.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -389108.031250 Penalty: 3942.223877
	Iteration 50Q: 3 clusters Score -389108 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -389111.656250 Penalty: 3942.223877
	Iteration 51Q: 3 clusters Score -389111.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -389111.656250 Penalty: 3942.223877
	Iteration 52F: 3 clusters Score -389111.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 53249 members 
Mstep: Class 3 contains 4975 members 
Mstep: Class 4 contains 27499 members 
Mstep: Class 5 contains 9519 members 
Mstep: Class 6 contains 4547 members 
Mstep: Class 7 contains 27117 members 
Mstep: Class 8 contains 635 members 
Mstep: Class 9 contains 12277 members 
Mstep: Class 10 contains 1623 members 
Mstep: Class 11 contains 38338 members 
Mstep: Class 12 contains 23793 members 
Mstep: Class 13 contains 214288 members 
Mstep: Class 14 contains 43025 members 
Mstep: Class 15 contains 5245 members 
Mstep: Class 16 contains 45650 members 
Mstep: Class 17 contains 9722 members 
Mstep: Class 18 contains 14148 members 
Mstep: Class 19 contains 62490 members 
Mstep: Class 20 contains 11804 members 
Mstep: Class 21 contains 15259 members 
Mstep: Class 22 contains 2811 members 
Mstep: Class 23 contains 2533 members 
Mstep: Class 24 contains 18789 members 
Mstep: Class 25 contains 1981 members 
Mstep: Class 26 contains 8389 members 
Mstep: Class 27 contains 5554 members 
Mstep: Class 28 contains 4160 members 
Mstep: Class 29 contains 43193 members 
Mstep: Class 30 contains 5527 members 
Mstep: Class 31 contains 617 members 
Mstep: Class 32 contains 1097 members 
Mstep: Class 33 contains 49889 members 
Mstep: Class 34 contains 1603 members 
Mstep: Class 35 contains 8051 members 
Mstep: Class 36 contains 2541 members 
Mstep: Class 37 contains 166504 members 
Mstep: Class 38 contains 9440 members 
Mstep: Class 39 contains 3334 members 
Mstep: Class 40 contains 6651 members 
Mstep: Class 41 contains 2767 members 
Mstep: Class 42 contains 4414 members 
Mstep: Class 43 contains 478 members 
Mstep: Class 44 contains 3349 members 
Mstep: Class 45 contains 2045 members 
Mstep: Class 46 contains 1022 members 
Mstep: Class 47 contains 3381 members 
Mstep: Class 48 contains 6355 members 
Mstep: Class 49 contains 4238 members 
Mstep: Class 50 contains 5672 members 
Mstep: Class 51 contains 183965 members 
Mstep: Class 52 contains 352 members 
Mstep: Class 53 contains 790 members 
Mstep: Class 54 contains 1227 members 
Entering Unmasked Estep 
Score: -147488224.000000 Penalty: 187327.187500
Splitting cluster 34 changes total score from -147455776.000000 to -147488224.000000
So it's getting split into cluster 54.
Entering ConstructFrom: 
Trying to split cluster 35 (8051 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Entering Unmasked Estep 
Score: -1012648.187500 Penalty: 2230.400635
	Iteration 0F: 2 clusters Score -1012648 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -1006169.437500 Penalty: 4460.801270
	Iteration 0F: 3 clusters Score -1006169 nChanged 3294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -1008038.937500 Penalty: 4460.801270
	Iteration 1F: 3 clusters Score -1008039 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -1008365.500000 Penalty: 4460.801270
	Iteration 2F: 3 clusters Score -1008366 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -1008599.125000 Penalty: 4460.801270
	Iteration 3F: 3 clusters Score -1008599 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -1008789.437500 Penalty: 4460.801270
	Iteration 4Q: 3 clusters Score -1008789 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -1008965.312500 Penalty: 4460.801270
	Iteration 5Q: 3 clusters Score -1008965 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -1009130.125000 Penalty: 4460.801270
	Iteration 6Q: 3 clusters Score -1009130 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -1009299.625000 Penalty: 4460.801270
	Iteration 7Q: 3 clusters Score -1009300 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -1009481.062500 Penalty: 4460.801270
	Iteration 8Q: 3 clusters Score -1009481 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -1009677.812500 Penalty: 4460.801270
	Iteration 9Q: 3 clusters Score -1009678 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -1009862.000000 Penalty: 4460.801270
	Iteration 10Q: 3 clusters Score -1009862 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -1010052.000000 Penalty: 4460.801270
	Iteration 11Q: 3 clusters Score -1010052 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -1010233.750000 Penalty: 4460.801270
	Iteration 12Q: 3 clusters Score -1010234 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -1010393.875000 Penalty: 4460.801270
	Iteration 13Q: 3 clusters Score -1010394 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -1010538.437500 Penalty: 4460.801270
	Iteration 14Q: 3 clusters Score -1010538 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -1010634.625000 Penalty: 4460.801270
	Iteration 15Q: 3 clusters Score -1010635 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -1010692.250000 Penalty: 4460.801270
	Iteration 16Q: 3 clusters Score -1010692 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -1010729.062500 Penalty: 4460.801270
	Iteration 17Q: 3 clusters Score -1010729 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -1010754.125000 Penalty: 4460.801270
	Iteration 18Q: 3 clusters Score -1010754 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -1010781.187500 Penalty: 4460.801270
	Iteration 19Q: 3 clusters Score -1010781 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -1010814.187500 Penalty: 4460.801270
	Iteration 20F: 3 clusters Score -1010814 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -1010839.687500 Penalty: 4460.801270
	Iteration 21Q: 3 clusters Score -1010840 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -1010860.000000 Penalty: 4460.801270
	Iteration 22Q: 3 clusters Score -1010860 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -1010872.250000 Penalty: 4460.801270
	Iteration 23Q: 3 clusters Score -1010872 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -1010884.312500 Penalty: 4460.801270
	Iteration 24Q: 3 clusters Score -1010884 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -1010897.937500 Penalty: 4460.801270
	Iteration 25Q: 3 clusters Score -1010898 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -1010906.562500 Penalty: 4460.801270
	Iteration 26Q: 3 clusters Score -1010907 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -1010916.687500 Penalty: 4460.801270
	Iteration 27Q: 3 clusters Score -1010917 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -1010923.062500 Penalty: 4460.801270
	Iteration 28Q: 3 clusters Score -1010923 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -1010925.312500 Penalty: 4460.801270
	Iteration 29Q: 3 clusters Score -1010925 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -1010937.250000 Penalty: 4460.801270
	Iteration 30Q: 3 clusters Score -1010937 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -1010947.500000 Penalty: 4460.801270
	Iteration 31Q: 3 clusters Score -1010948 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -1010952.375000 Penalty: 4460.801270
	Iteration 32Q: 3 clusters Score -1010952 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -1010964.562500 Penalty: 4460.801270
	Iteration 33Q: 3 clusters Score -1010965 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -1010971.125000 Penalty: 4460.801270
	Iteration 34Q: 3 clusters Score -1010971 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -1010975.125000 Penalty: 4460.801270
	Iteration 35Q: 3 clusters Score -1010975 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -1010977.125000 Penalty: 4460.801270
	Iteration 36Q: 3 clusters Score -1010977 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -1010976.062500 Penalty: 4460.801270
	Iteration 37Q: 3 clusters Score -1010976 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -1010980.562500 Penalty: 4460.801270
	Iteration 38Q: 3 clusters Score -1010981 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -1010978.937500 Penalty: 4460.801270
	Iteration 39Q: 3 clusters Score -1010979 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -1010981.750000 Penalty: 4460.801270
	Iteration 40F: 3 clusters Score -1010982 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -1010979.750000 Penalty: 4460.801270
	Iteration 41Q: 3 clusters Score -1010980 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -1010979.750000 Penalty: 4460.801270
	Iteration 42F: 3 clusters Score -1010980 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (2541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Entering Unmasked Estep 
Score: -316403.093750 Penalty: 1944.397583
	Iteration 0F: 2 clusters Score -316403.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -313410.406250 Penalty: 3888.795166
	Iteration 0F: 3 clusters Score -313410.4 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -313994.343750 Penalty: 3888.795166
	Iteration 1F: 3 clusters Score -313994.3 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -314163.593750 Penalty: 3888.795166
	Iteration 2F: 3 clusters Score -314163.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -314268.375000 Penalty: 3888.795166
	Iteration 3Q: 3 clusters Score -314268.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -314366.375000 Penalty: 3888.795166
	Iteration 4Q: 3 clusters Score -314366.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -314455.312500 Penalty: 3888.795166
	Iteration 5Q: 3 clusters Score -314455.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -314557.906250 Penalty: 3888.795166
	Iteration 6Q: 3 clusters Score -314557.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -314653.343750 Penalty: 3888.795166
	Iteration 7Q: 3 clusters Score -314653.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -314759.531250 Penalty: 3888.795166
	Iteration 8Q: 3 clusters Score -314759.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -314893.156250 Penalty: 3888.795166
	Iteration 9Q: 3 clusters Score -314893.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -315016.875000 Penalty: 3888.795166
	Iteration 10Q: 3 clusters Score -315016.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -315180.656250 Penalty: 3888.795166
	Iteration 11Q: 3 clusters Score -315180.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -315353.218750 Penalty: 3888.795166
	Iteration 12Q: 3 clusters Score -315353.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -315515.312500 Penalty: 3888.795166
	Iteration 13Q: 3 clusters Score -315515.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -315632.750000 Penalty: 3888.795166
	Iteration 14Q: 3 clusters Score -315632.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -315695.875000 Penalty: 3888.795166
	Iteration 15Q: 3 clusters Score -315695.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -315729.750000 Penalty: 3888.795166
	Iteration 16Q: 3 clusters Score -315729.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -315746.375000 Penalty: 3888.795166
	Iteration 17Q: 3 clusters Score -315746.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -315751.156250 Penalty: 3888.795166
	Iteration 18Q: 3 clusters Score -315751.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -315754.375000 Penalty: 3888.795166
	Iteration 19Q: 3 clusters Score -315754.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -315759.781250 Penalty: 3888.795166
	Iteration 20F: 3 clusters Score -315759.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -315763.437500 Penalty: 3888.795166
	Iteration 21Q: 3 clusters Score -315763.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -315765.343750 Penalty: 3888.795166
	Iteration 22Q: 3 clusters Score -315765.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -315766.343750 Penalty: 3888.795166
	Iteration 23Q: 3 clusters Score -315766.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -315766.843750 Penalty: 3888.795166
	Iteration 24Q: 3 clusters Score -315766.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -315766.843750 Penalty: 3888.795166
	Iteration 25F: 3 clusters Score -315766.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (166504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166504 members 
Entering Unmasked Estep 
Score: -21321302.000000 Penalty: 2981.648193
	Iteration 0F: 2 clusters Score -2.13213e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83161 members 
Mstep: Class 2 contains 83343 members 
Entering Unmasked Estep 
Score: -21209436.000000 Penalty: 5963.296387
	Iteration 0F: 3 clusters Score -2.120944e+07 nChanged 79720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83471 members 
Mstep: Class 2 contains 83033 members 
Entering Unmasked Estep 
Score: -21255398.000000 Penalty: 5963.296387
	Iteration 1F: 3 clusters Score -2.12554e+07 nChanged 4233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83724 members 
Mstep: Class 2 contains 82780 members 
Entering Unmasked Estep 
Score: -21256356.000000 Penalty: 5963.296387
	Iteration 2Q: 3 clusters Score -2.125636e+07 nChanged 4301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84137 members 
Mstep: Class 2 contains 82367 members 
Entering Unmasked Estep 
Score: -21257184.000000 Penalty: 5963.296387
	Iteration 3Q: 3 clusters Score -2.125718e+07 nChanged 4406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84757 members 
Mstep: Class 2 contains 81747 members 
Entering Unmasked Estep 
Score: -21258058.000000 Penalty: 5963.296387
	Iteration 4Q: 3 clusters Score -2.125806e+07 nChanged 4841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85820 members 
Mstep: Class 2 contains 80684 members 
Entering Unmasked Estep 
Score: -21259096.000000 Penalty: 5963.296387
	Iteration 5Q: 3 clusters Score -2.12591e+07 nChanged 5301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87285 members 
Mstep: Class 2 contains 79219 members 
Entering Unmasked Estep 
Score: -21260562.000000 Penalty: 5963.296387
	Iteration 6Q: 3 clusters Score -2.126056e+07 nChanged 5983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89382 members 
Mstep: Class 2 contains 77122 members 
Entering Unmasked Estep 
Score: -21262414.000000 Penalty: 5963.296387
	Iteration 7Q: 3 clusters Score -2.126241e+07 nChanged 6870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92276 members 
Mstep: Class 2 contains 74228 members 
Entering Unmasked Estep 
Score: -21264850.000000 Penalty: 5963.296387
	Iteration 8Q: 3 clusters Score -2.126485e+07 nChanged 7586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96164 members 
Mstep: Class 2 contains 70340 members 
Entering Unmasked Estep 
Score: -21267730.000000 Penalty: 5963.296387
	Iteration 9Q: 3 clusters Score -2.126773e+07 nChanged 8217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101201 members 
Mstep: Class 2 contains 65303 members 
Entering Unmasked Estep 
Score: -21271020.000000 Penalty: 5963.296387
	Iteration 10Q: 3 clusters Score -2.127102e+07 nChanged 8463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107294 members 
Mstep: Class 2 contains 59210 members 
Entering Unmasked Estep 
Score: -21274682.000000 Penalty: 5963.296387
	Iteration 11F: 3 clusters Score -2.127468e+07 nChanged 8459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114409 members 
Mstep: Class 2 contains 52095 members 
Entering Unmasked Estep 
Score: -21278608.000000 Penalty: 5963.296387
	Iteration 12F: 3 clusters Score -2.127861e+07 nChanged 8607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122498 members 
Mstep: Class 2 contains 44006 members 
Entering Unmasked Estep 
Score: -21283216.000000 Penalty: 5963.296387
	Iteration 13F: 3 clusters Score -2.128322e+07 nChanged 8885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131267 members 
Mstep: Class 2 contains 35237 members 
Entering Unmasked Estep 
Score: -21288730.000000 Penalty: 5963.296387
	Iteration 14F: 3 clusters Score -2.128873e+07 nChanged 9018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140257 members 
Mstep: Class 2 contains 26247 members 
Entering Unmasked Estep 
Score: -21295230.000000 Penalty: 5963.296387
	Iteration 15F: 3 clusters Score -2.129523e+07 nChanged 8693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148948 members 
Mstep: Class 2 contains 17556 members 
Entering Unmasked Estep 
Score: -21302574.000000 Penalty: 5963.296387
	Iteration 16F: 3 clusters Score -2.130257e+07 nChanged 7406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156354 members 
Mstep: Class 2 contains 10150 members 
Entering Unmasked Estep 
Score: -21309516.000000 Penalty: 5963.296387
	Iteration 17Q: 3 clusters Score -2.130952e+07 nChanged 5155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161509 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -21314486.000000 Penalty: 5963.296387
	Iteration 18Q: 3 clusters Score -2.131449e+07 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164276 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -21316898.000000 Penalty: 5963.296387
	Iteration 19Q: 3 clusters Score -2.13169e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165403 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -21317870.000000 Penalty: 5963.296387
	Iteration 20F: 3 clusters Score -2.131787e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165802 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -21318200.000000 Penalty: 5963.296387
	Iteration 21Q: 3 clusters Score -2.13182e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165962 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -21318384.000000 Penalty: 5963.296387
	Iteration 22Q: 3 clusters Score -2.131838e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166042 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -21318552.000000 Penalty: 5963.296387
	Iteration 23Q: 3 clusters Score -2.131855e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166072 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -21318612.000000 Penalty: 5963.296387
	Iteration 24Q: 3 clusters Score -2.131861e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166093 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -21318648.000000 Penalty: 5963.296387
	Iteration 25Q: 3 clusters Score -2.131865e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166095 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -21318704.000000 Penalty: 5963.296387
	Iteration 26Q: 3 clusters Score -2.13187e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166106 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -21318704.000000 Penalty: 5963.296387
	Iteration 27Q: 3 clusters Score -2.13187e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166115 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -21318718.000000 Penalty: 5963.296387
	Iteration 28Q: 3 clusters Score -2.131872e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166118 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -21318720.000000 Penalty: 5963.296387
	Iteration 29Q: 3 clusters Score -2.131872e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166120 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -21318736.000000 Penalty: 5963.296387
	Iteration 30Q: 3 clusters Score -2.131874e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166123 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -21318740.000000 Penalty: 5963.296387
	Iteration 31Q: 3 clusters Score -2.131874e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166124 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -21318734.000000 Penalty: 5963.296387
	Iteration 32Q: 3 clusters Score -2.131873e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166125 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -21318734.000000 Penalty: 5963.296387
	Iteration 33Q: 3 clusters Score -2.131873e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166125 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -21318734.000000 Penalty: 5963.296387
	Iteration 34F: 3 clusters Score -2.131873e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (9440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Entering Unmasked Estep 
Score: -1195130.125000 Penalty: 2269.872314
	Iteration 0F: 2 clusters Score -1195130 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -1187781.375000 Penalty: 4539.744629
	Iteration 0F: 3 clusters Score -1187781 nChanged 3878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -1189798.875000 Penalty: 4539.744629
	Iteration 1F: 3 clusters Score -1189799 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -1190094.625000 Penalty: 4539.744629
	Iteration 2F: 3 clusters Score -1190095 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -1190304.625000 Penalty: 4539.744629
	Iteration 3F: 3 clusters Score -1190305 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -1190474.375000 Penalty: 4539.744629
	Iteration 4Q: 3 clusters Score -1190474 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -1190595.750000 Penalty: 4539.744629
	Iteration 5Q: 3 clusters Score -1190596 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -1190700.875000 Penalty: 4539.744629
	Iteration 6Q: 3 clusters Score -1190701 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -1190806.750000 Penalty: 4539.744629
	Iteration 7Q: 3 clusters Score -1190807 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -1190898.000000 Penalty: 4539.744629
	Iteration 8Q: 3 clusters Score -1190898 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -1190989.000000 Penalty: 4539.744629
	Iteration 9Q: 3 clusters Score -1190989 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -1191099.125000 Penalty: 4539.744629
	Iteration 10Q: 3 clusters Score -1191099 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -1191202.750000 Penalty: 4539.744629
	Iteration 11Q: 3 clusters Score -1191203 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -1191319.000000 Penalty: 4539.744629
	Iteration 12Q: 3 clusters Score -1191319 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -1191421.500000 Penalty: 4539.744629
	Iteration 13Q: 3 clusters Score -1191422 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -1191542.750000 Penalty: 4539.744629
	Iteration 14Q: 3 clusters Score -1191543 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -1191676.875000 Penalty: 4539.744629
	Iteration 15Q: 3 clusters Score -1191677 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -1191812.000000 Penalty: 4539.744629
	Iteration 16Q: 3 clusters Score -1191812 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -1191972.375000 Penalty: 4539.744629
	Iteration 17Q: 3 clusters Score -1191972 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -1192186.375000 Penalty: 4539.744629
	Iteration 18Q: 3 clusters Score -1192186 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -1192414.125000 Penalty: 4539.744629
	Iteration 19Q: 3 clusters Score -1192414 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -1192665.500000 Penalty: 4539.744629
	Iteration 20F: 3 clusters Score -1192666 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -1192933.000000 Penalty: 4539.744629
	Iteration 21Q: 3 clusters Score -1192933 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -1193167.750000 Penalty: 4539.744629
	Iteration 22Q: 3 clusters Score -1193168 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -1193364.125000 Penalty: 4539.744629
	Iteration 23Q: 3 clusters Score -1193364 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -1193479.125000 Penalty: 4539.744629
	Iteration 24Q: 3 clusters Score -1193479 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -1193553.375000 Penalty: 4539.744629
	Iteration 25Q: 3 clusters Score -1193553 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -1193610.125000 Penalty: 4539.744629
	Iteration 26Q: 3 clusters Score -1193610 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -1193674.625000 Penalty: 4539.744629
	Iteration 27Q: 3 clusters Score -1193675 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -1193748.750000 Penalty: 4539.744629
	Iteration 28Q: 3 clusters Score -1193749 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -1193822.250000 Penalty: 4539.744629
	Iteration 29Q: 3 clusters Score -1193822 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -1193908.625000 Penalty: 4539.744629
	Iteration 30Q: 3 clusters Score -1193909 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -1193972.125000 Penalty: 4539.744629
	Iteration 31Q: 3 clusters Score -1193972 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -1194047.875000 Penalty: 4539.744629
	Iteration 32Q: 3 clusters Score -1194048 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -1194098.750000 Penalty: 4539.744629
	Iteration 33Q: 3 clusters Score -1194099 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -1194130.625000 Penalty: 4539.744629
	Iteration 34Q: 3 clusters Score -1194131 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -1194166.125000 Penalty: 4539.744629
	Iteration 35Q: 3 clusters Score -1194166 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -1194192.750000 Penalty: 4539.744629
	Iteration 36Q: 3 clusters Score -1194193 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -1194219.125000 Penalty: 4539.744629
	Iteration 37Q: 3 clusters Score -1194219 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -1194247.125000 Penalty: 4539.744629
	Iteration 38Q: 3 clusters Score -1194247 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -1194274.750000 Penalty: 4539.744629
	Iteration 39Q: 3 clusters Score -1194275 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -1194305.000000 Penalty: 4539.744629
	Iteration 40F: 3 clusters Score -1194305 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -1194340.375000 Penalty: 4539.744629
	Iteration 41Q: 3 clusters Score -1194340 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -1194385.875000 Penalty: 4539.744629
	Iteration 42Q: 3 clusters Score -1194386 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -1194425.625000 Penalty: 4539.744629
	Iteration 43Q: 3 clusters Score -1194426 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -1194459.000000 Penalty: 4539.744629
	Iteration 44Q: 3 clusters Score -1194459 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -1194473.375000 Penalty: 4539.744629
	Iteration 45Q: 3 clusters Score -1194473 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -1194488.250000 Penalty: 4539.744629
	Iteration 46Q: 3 clusters Score -1194488 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -1194501.250000 Penalty: 4539.744629
	Iteration 47Q: 3 clusters Score -1194501 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -1194506.625000 Penalty: 4539.744629
	Iteration 48Q: 3 clusters Score -1194507 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -1194516.500000 Penalty: 4539.744629
	Iteration 49Q: 3 clusters Score -1194516 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -1194522.375000 Penalty: 4539.744629
	Iteration 50Q: 3 clusters Score -1194522 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -1194521.500000 Penalty: 4539.744629
	Iteration 51Q: 3 clusters Score -1194522 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -1194527.750000 Penalty: 4539.744629
	Iteration 52Q: 3 clusters Score -1194528 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -1194530.000000 Penalty: 4539.744629
	Iteration 53Q: 3 clusters Score -1194530 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -1194532.000000 Penalty: 4539.744629
	Iteration 54Q: 3 clusters Score -1194532 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -1194535.625000 Penalty: 4539.744629
	Iteration 55Q: 3 clusters Score -1194536 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -1194535.500000 Penalty: 4539.744629
	Iteration 56Q: 3 clusters Score -1194536 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -1194537.500000 Penalty: 4539.744629
	Iteration 57Q: 3 clusters Score -1194538 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -1194538.375000 Penalty: 4539.744629
	Iteration 58Q: 3 clusters Score -1194538 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -1194537.625000 Penalty: 4539.744629
	Iteration 59Q: 3 clusters Score -1194538 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -1194537.625000 Penalty: 4539.744629
	Iteration 60F: 3 clusters Score -1194538 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (3334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Entering Unmasked Estep 
Score: -409160.781250 Penalty: 2011.758179
	Iteration 0F: 2 clusters Score -409160.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -405637.312500 Penalty: 4023.516357
	Iteration 0F: 3 clusters Score -405637.3 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -406390.406250 Penalty: 4023.516357
	Iteration 1F: 3 clusters Score -406390.4 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -406573.593750 Penalty: 4023.516357
	Iteration 2F: 3 clusters Score -406573.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -406680.437500 Penalty: 4023.516357
	Iteration 3F: 3 clusters Score -406680.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -406754.187500 Penalty: 4023.516357
	Iteration 4Q: 3 clusters Score -406754.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -406823.375000 Penalty: 4023.516357
	Iteration 5Q: 3 clusters Score -406823.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -406876.093750 Penalty: 4023.516357
	Iteration 6Q: 3 clusters Score -406876.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -406917.531250 Penalty: 4023.516357
	Iteration 7Q: 3 clusters Score -406917.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -406958.625000 Penalty: 4023.516357
	Iteration 8Q: 3 clusters Score -406958.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -406992.031250 Penalty: 4023.516357
	Iteration 9Q: 3 clusters Score -406992 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -407023.812500 Penalty: 4023.516357
	Iteration 10Q: 3 clusters Score -407023.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -407059.843750 Penalty: 4023.516357
	Iteration 11Q: 3 clusters Score -407059.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -407100.250000 Penalty: 4023.516357
	Iteration 12Q: 3 clusters Score -407100.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -407132.187500 Penalty: 4023.516357
	Iteration 13Q: 3 clusters Score -407132.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -407163.687500 Penalty: 4023.516357
	Iteration 14Q: 3 clusters Score -407163.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -407217.750000 Penalty: 4023.516357
	Iteration 15Q: 3 clusters Score -407217.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -407262.875000 Penalty: 4023.516357
	Iteration 16Q: 3 clusters Score -407262.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -407305.000000 Penalty: 4023.516357
	Iteration 17Q: 3 clusters Score -407305 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -407336.781250 Penalty: 4023.516357
	Iteration 18Q: 3 clusters Score -407336.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -407369.500000 Penalty: 4023.516357
	Iteration 19Q: 3 clusters Score -407369.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -407396.312500 Penalty: 4023.516357
	Iteration 20F: 3 clusters Score -407396.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -407418.031250 Penalty: 4023.516357
	Iteration 21Q: 3 clusters Score -407418 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -407436.906250 Penalty: 4023.516357
	Iteration 22Q: 3 clusters Score -407436.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -407453.812500 Penalty: 4023.516357
	Iteration 23Q: 3 clusters Score -407453.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -407474.781250 Penalty: 4023.516357
	Iteration 24Q: 3 clusters Score -407474.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -407493.531250 Penalty: 4023.516357
	Iteration 25Q: 3 clusters Score -407493.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -407513.562500 Penalty: 4023.516357
	Iteration 26Q: 3 clusters Score -407513.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -407533.437500 Penalty: 4023.516357
	Iteration 27Q: 3 clusters Score -407533.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -407556.156250 Penalty: 4023.516357
	Iteration 28Q: 3 clusters Score -407556.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -407586.812500 Penalty: 4023.516357
	Iteration 29Q: 3 clusters Score -407586.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -407620.843750 Penalty: 4023.516357
	Iteration 30Q: 3 clusters Score -407620.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -407672.781250 Penalty: 4023.516357
	Iteration 31Q: 3 clusters Score -407672.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -407740.625000 Penalty: 4023.516357
	Iteration 32Q: 3 clusters Score -407740.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -407841.000000 Penalty: 4023.516357
	Iteration 33Q: 3 clusters Score -407841 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -407966.656250 Penalty: 4023.516357
	Iteration 34Q: 3 clusters Score -407966.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -408058.843750 Penalty: 4023.516357
	Iteration 35Q: 3 clusters Score -408058.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -408120.281250 Penalty: 4023.516357
	Iteration 36Q: 3 clusters Score -408120.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -408161.625000 Penalty: 4023.516357
	Iteration 37Q: 3 clusters Score -408161.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -408186.875000 Penalty: 4023.516357
	Iteration 38Q: 3 clusters Score -408186.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -408194.312500 Penalty: 4023.516357
	Iteration 39Q: 3 clusters Score -408194.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -408201.312500 Penalty: 4023.516357
	Iteration 40F: 3 clusters Score -408201.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -408203.312500 Penalty: 4023.516357
	Iteration 41Q: 3 clusters Score -408203.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -408203.906250 Penalty: 4023.516357
	Iteration 42Q: 3 clusters Score -408203.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -408203.906250 Penalty: 4023.516357
	Iteration 43F: 3 clusters Score -408203.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (6651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Entering Unmasked Estep 
Score: -838144.812500 Penalty: 2183.025635
	Iteration 0F: 2 clusters Score -838144.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -832576.375000 Penalty: 4366.051270
	Iteration 0F: 3 clusters Score -832576.4 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -834045.500000 Penalty: 4366.051270
	Iteration 1F: 3 clusters Score -834045.5 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -834305.937500 Penalty: 4366.051270
	Iteration 2F: 3 clusters Score -834305.9 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -834516.500000 Penalty: 4366.051270
	Iteration 3F: 3 clusters Score -834516.5 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -834723.375000 Penalty: 4366.051270
	Iteration 4Q: 3 clusters Score -834723.4 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -834968.562500 Penalty: 4366.051270
	Iteration 5Q: 3 clusters Score -834968.6 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -835247.812500 Penalty: 4366.051270
	Iteration 6Q: 3 clusters Score -835247.8 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -835565.812500 Penalty: 4366.051270
	Iteration 7Q: 3 clusters Score -835565.8 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -835943.750000 Penalty: 4366.051270
	Iteration 8F: 3 clusters Score -835943.8 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -836350.375000 Penalty: 4366.051270
	Iteration 9F: 3 clusters Score -836350.4 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -836763.687500 Penalty: 4366.051270
	Iteration 10F: 3 clusters Score -836763.7 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -837087.250000 Penalty: 4366.051270
	Iteration 11Q: 3 clusters Score -837087.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -837441.750000 Penalty: 4366.051270
	Iteration 12Q: 3 clusters Score -837441.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -837806.000000 Penalty: 4366.051270
	Iteration 13Q: 3 clusters Score -837806 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -838025.812500 Penalty: 4366.051270
	Iteration 14Q: 3 clusters Score -838025.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -838131.250000 Penalty: 4366.051270
	Iteration 15Q: 3 clusters Score -838131.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -838167.312500 Penalty: 4366.051270
	Iteration 16Q: 3 clusters Score -838167.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -838190.750000 Penalty: 4366.051270
	Iteration 17Q: 3 clusters Score -838190.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -838204.687500 Penalty: 4366.051270
	Iteration 18Q: 3 clusters Score -838204.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -838218.500000 Penalty: 4366.051270
	Iteration 19Q: 3 clusters Score -838218.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -838225.437500 Penalty: 4366.051270
	Iteration 20F: 3 clusters Score -838225.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -838231.875000 Penalty: 4366.051270
	Iteration 21Q: 3 clusters Score -838231.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -838237.500000 Penalty: 4366.051270
	Iteration 22Q: 3 clusters Score -838237.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -838238.375000 Penalty: 4366.051270
	Iteration 23Q: 3 clusters Score -838238.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -838238.375000 Penalty: 4366.051270
	Iteration 24Q: 3 clusters Score -838238.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -838238.375000 Penalty: 4366.051270
	Iteration 25F: 3 clusters Score -838238.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 53249 members 
Mstep: Class 3 contains 4975 members 
Mstep: Class 4 contains 27499 members 
Mstep: Class 5 contains 9519 members 
Mstep: Class 6 contains 4547 members 
Mstep: Class 7 contains 27117 members 
Mstep: Class 8 contains 635 members 
Mstep: Class 9 contains 12277 members 
Mstep: Class 10 contains 1623 members 
Mstep: Class 11 contains 38338 members 
Mstep: Class 12 contains 23793 members 
Mstep: Class 13 contains 214288 members 
Mstep: Class 14 contains 43025 members 
Mstep: Class 15 contains 5245 members 
Mstep: Class 16 contains 45650 members 
Mstep: Class 17 contains 9722 members 
Mstep: Class 18 contains 14148 members 
Mstep: Class 19 contains 62490 members 
Mstep: Class 20 contains 11804 members 
Mstep: Class 21 contains 15259 members 
Mstep: Class 22 contains 2811 members 
Mstep: Class 23 contains 2533 members 
Mstep: Class 24 contains 18789 members 
Mstep: Class 25 contains 1981 members 
Mstep: Class 26 contains 8389 members 
Mstep: Class 27 contains 5554 members 
Mstep: Class 28 contains 4160 members 
Mstep: Class 29 contains 43193 members 
Mstep: Class 30 contains 5527 members 
Mstep: Class 31 contains 617 members 
Mstep: Class 32 contains 1097 members 
Mstep: Class 33 contains 49889 members 
Mstep: Class 34 contains 1603 members 
Mstep: Class 35 contains 8051 members 
Mstep: Class 36 contains 2541 members 
Mstep: Class 37 contains 166504 members 
Mstep: Class 38 contains 9440 members 
Mstep: Class 39 contains 3334 members 
Mstep: Class 40 contains 3321 members 
Mstep: Class 41 contains 2767 members 
Mstep: Class 42 contains 4414 members 
Mstep: Class 43 contains 478 members 
Mstep: Class 44 contains 3349 members 
Mstep: Class 45 contains 2045 members 
Mstep: Class 46 contains 1022 members 
Mstep: Class 47 contains 3381 members 
Mstep: Class 48 contains 6355 members 
Mstep: Class 49 contains 4238 members 
Mstep: Class 50 contains 5672 members 
Mstep: Class 51 contains 183965 members 
Mstep: Class 52 contains 352 members 
Mstep: Class 53 contains 790 members 
Mstep: Class 54 contains 1227 members 
Mstep: Class 55 contains 3330 members 
Entering Unmasked Estep 
Score: -147487040.000000 Penalty: 190796.203125
Splitting cluster 40 changes total score from -147455776.000000 to -147487040.000000
So it's getting split into cluster 55.
Entering ConstructFrom: 
Trying to split cluster 41 (2767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Entering Unmasked Estep 
Score: -359709.937500 Penalty: 1965.528687
	Iteration 0F: 2 clusters Score -359709.9 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 1422 members 
Entering Unmasked Estep 
Score: -356564.875000 Penalty: 3931.057373
	Iteration 0F: 3 clusters Score -356564.9 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -357172.656250 Penalty: 3931.057373
	Iteration 1F: 3 clusters Score -357172.7 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -357313.312500 Penalty: 3931.057373
	Iteration 2F: 3 clusters Score -357313.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -357388.968750 Penalty: 3931.057373
	Iteration 3Q: 3 clusters Score -357389 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -357440.843750 Penalty: 3931.057373
	Iteration 4Q: 3 clusters Score -357440.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -357479.750000 Penalty: 3931.057373
	Iteration 5Q: 3 clusters Score -357479.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -357501.531250 Penalty: 3931.057373
	Iteration 6Q: 3 clusters Score -357501.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -357521.875000 Penalty: 3931.057373
	Iteration 7Q: 3 clusters Score -357521.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -357534.343750 Penalty: 3931.057373
	Iteration 8Q: 3 clusters Score -357534.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -357540.000000 Penalty: 3931.057373
	Iteration 9Q: 3 clusters Score -357540 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -357544.406250 Penalty: 3931.057373
	Iteration 10Q: 3 clusters Score -357544.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -357550.125000 Penalty: 3931.057373
	Iteration 11Q: 3 clusters Score -357550.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -357555.687500 Penalty: 3931.057373
	Iteration 12Q: 3 clusters Score -357555.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -357562.687500 Penalty: 3931.057373
	Iteration 13Q: 3 clusters Score -357562.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -357569.187500 Penalty: 3931.057373
	Iteration 14Q: 3 clusters Score -357569.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -357571.281250 Penalty: 3931.057373
	Iteration 15Q: 3 clusters Score -357571.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -357572.906250 Penalty: 3931.057373
	Iteration 16Q: 3 clusters Score -357572.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -357574.812500 Penalty: 3931.057373
	Iteration 17Q: 3 clusters Score -357574.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -357580.281250 Penalty: 3931.057373
	Iteration 18Q: 3 clusters Score -357580.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -357584.437500 Penalty: 3931.057373
	Iteration 19Q: 3 clusters Score -357584.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -357591.781250 Penalty: 3931.057373
	Iteration 20F: 3 clusters Score -357591.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -357602.781250 Penalty: 3931.057373
	Iteration 21Q: 3 clusters Score -357602.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -357617.500000 Penalty: 3931.057373
	Iteration 22Q: 3 clusters Score -357617.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -357627.000000 Penalty: 3931.057373
	Iteration 23Q: 3 clusters Score -357627 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -357637.781250 Penalty: 3931.057373
	Iteration 24Q: 3 clusters Score -357637.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -357655.031250 Penalty: 3931.057373
	Iteration 25Q: 3 clusters Score -357655 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -357674.312500 Penalty: 3931.057373
	Iteration 26Q: 3 clusters Score -357674.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -357692.875000 Penalty: 3931.057373
	Iteration 27Q: 3 clusters Score -357692.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -357703.656250 Penalty: 3931.057373
	Iteration 28Q: 3 clusters Score -357703.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -357713.781250 Penalty: 3931.057373
	Iteration 29Q: 3 clusters Score -357713.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -357722.812500 Penalty: 3931.057373
	Iteration 30Q: 3 clusters Score -357722.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -357728.250000 Penalty: 3931.057373
	Iteration 31Q: 3 clusters Score -357728.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -357733.843750 Penalty: 3931.057373
	Iteration 32Q: 3 clusters Score -357733.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -357740.656250 Penalty: 3931.057373
	Iteration 33Q: 3 clusters Score -357740.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -357744.750000 Penalty: 3931.057373
	Iteration 34Q: 3 clusters Score -357744.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -357749.562500 Penalty: 3931.057373
	Iteration 35Q: 3 clusters Score -357749.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -357752.937500 Penalty: 3931.057373
	Iteration 36Q: 3 clusters Score -357752.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -357754.125000 Penalty: 3931.057373
	Iteration 37Q: 3 clusters Score -357754.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -357754.750000 Penalty: 3931.057373
	Iteration 38Q: 3 clusters Score -357754.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -357754.937500 Penalty: 3931.057373
	Iteration 39Q: 3 clusters Score -357754.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -357757.500000 Penalty: 3931.057373
	Iteration 40F: 3 clusters Score -357757.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -357763.781250 Penalty: 3931.057373
	Iteration 41Q: 3 clusters Score -357763.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -357768.750000 Penalty: 3931.057373
	Iteration 42Q: 3 clusters Score -357768.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -357770.843750 Penalty: 3931.057373
	Iteration 43Q: 3 clusters Score -357770.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -357772.437500 Penalty: 3931.057373
	Iteration 44Q: 3 clusters Score -357772.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -357772.656250 Penalty: 3931.057373
	Iteration 45Q: 3 clusters Score -357772.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -357774.812500 Penalty: 3931.057373
	Iteration 46Q: 3 clusters Score -357774.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -357775.125000 Penalty: 3931.057373
	Iteration 47Q: 3 clusters Score -357775.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -357775.593750 Penalty: 3931.057373
	Iteration 48Q: 3 clusters Score -357775.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -357775.593750 Penalty: 3931.057373
	Iteration 49F: 3 clusters Score -357775.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (4414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Entering Unmasked Estep 
Score: -541103.062500 Penalty: 2081.348877
	Iteration 0F: 2 clusters Score -541103.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -536988.625000 Penalty: 4162.697754
	Iteration 0F: 3 clusters Score -536988.6 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -538333.312500 Penalty: 4162.697754
	Iteration 1F: 3 clusters Score -538333.3 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -539557.812500 Penalty: 4162.697754
	Iteration 2F: 3 clusters Score -539557.8 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -540777.687500 Penalty: 4162.697754
	Iteration 3F: 3 clusters Score -540777.7 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -541323.375000 Penalty: 4162.697754
	Iteration 4F: 3 clusters Score -541323.4 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -541527.812500 Penalty: 4162.697754
	Iteration 5F: 3 clusters Score -541527.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -541592.125000 Penalty: 4162.697754
	Iteration 6Q: 3 clusters Score -541592.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -541620.687500 Penalty: 4162.697754
	Iteration 7Q: 3 clusters Score -541620.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -541635.500000 Penalty: 4162.697754
	Iteration 8Q: 3 clusters Score -541635.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -541643.437500 Penalty: 4162.697754
	Iteration 9Q: 3 clusters Score -541643.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -541647.937500 Penalty: 4162.697754
	Iteration 10Q: 3 clusters Score -541647.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -541649.937500 Penalty: 4162.697754
	Iteration 11Q: 3 clusters Score -541649.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -541653.187500 Penalty: 4162.697754
	Iteration 12Q: 3 clusters Score -541653.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -541655.375000 Penalty: 4162.697754
	Iteration 13Q: 3 clusters Score -541655.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -541659.437500 Penalty: 4162.697754
	Iteration 14Q: 3 clusters Score -541659.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -541661.250000 Penalty: 4162.697754
	Iteration 15Q: 3 clusters Score -541661.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -541663.875000 Penalty: 4162.697754
	Iteration 16Q: 3 clusters Score -541663.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -541665.687500 Penalty: 4162.697754
	Iteration 17Q: 3 clusters Score -541665.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -541666.062500 Penalty: 4162.697754
	Iteration 18Q: 3 clusters Score -541666.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -541666.937500 Penalty: 4162.697754
	Iteration 19Q: 3 clusters Score -541666.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -541666.937500 Penalty: 4162.697754
	Iteration 20F: 3 clusters Score -541666.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 53249 members 
Mstep: Class 3 contains 4975 members 
Mstep: Class 4 contains 27499 members 
Mstep: Class 5 contains 9519 members 
Mstep: Class 6 contains 4547 members 
Mstep: Class 7 contains 27117 members 
Mstep: Class 8 contains 635 members 
Mstep: Class 9 contains 12277 members 
Mstep: Class 10 contains 1623 members 
Mstep: Class 11 contains 38338 members 
Mstep: Class 12 contains 23793 members 
Mstep: Class 13 contains 214288 members 
Mstep: Class 14 contains 43025 members 
Mstep: Class 15 contains 5245 members 
Mstep: Class 16 contains 45650 members 
Mstep: Class 17 contains 9722 members 
Mstep: Class 18 contains 14148 members 
Mstep: Class 19 contains 62490 members 
Mstep: Class 20 contains 11804 members 
Mstep: Class 21 contains 15259 members 
Mstep: Class 22 contains 2811 members 
Mstep: Class 23 contains 2533 members 
Mstep: Class 24 contains 18789 members 
Mstep: Class 25 contains 1981 members 
Mstep: Class 26 contains 8389 members 
Mstep: Class 27 contains 5554 members 
Mstep: Class 28 contains 4160 members 
Mstep: Class 29 contains 43193 members 
Mstep: Class 30 contains 5527 members 
Mstep: Class 31 contains 617 members 
Mstep: Class 32 contains 1097 members 
Mstep: Class 33 contains 49889 members 
Mstep: Class 34 contains 1603 members 
Mstep: Class 35 contains 8051 members 
Mstep: Class 36 contains 2541 members 
Mstep: Class 37 contains 166504 members 
Mstep: Class 38 contains 9440 members 
Mstep: Class 39 contains 3334 members 
Mstep: Class 40 contains 3321 members 
Mstep: Class 41 contains 2767 members 
Mstep: Class 42 contains 3233 members 
Mstep: Class 43 contains 478 members 
Mstep: Class 44 contains 3349 members 
Mstep: Class 45 contains 2045 members 
Mstep: Class 46 contains 1022 members 
Mstep: Class 47 contains 3381 members 
Mstep: Class 48 contains 6355 members 
Mstep: Class 49 contains 4238 members 
Mstep: Class 50 contains 5672 members 
Mstep: Class 51 contains 183965 members 
Mstep: Class 52 contains 352 members 
Mstep: Class 53 contains 790 members 
Mstep: Class 54 contains 1227 members 
Mstep: Class 55 contains 3330 members 
Mstep: Class 56 contains 1181 members 
Entering Unmasked Estep 
Score: -147486672.000000 Penalty: 194265.218750
Splitting cluster 42 changes total score from -147455776.000000 to -147486672.000000
So it's getting split into cluster 56.
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 53249 members 
Mstep: Class 3 contains 4975 members 
Mstep: Class 4 contains 27499 members 
Mstep: Class 5 contains 9519 members 
Mstep: Class 6 contains 4547 members 
Mstep: Class 7 contains 27117 members 
Mstep: Class 8 contains 635 members 
Mstep: Class 9 contains 12277 members 
Mstep: Class 10 contains 1623 members 
Mstep: Class 11 contains 38338 members 
Mstep: Class 12 contains 23793 members 
Mstep: Class 13 contains 214288 members 
Mstep: Class 14 contains 43025 members 
Mstep: Class 15 contains 5245 members 
Mstep: Class 16 contains 45650 members 
Mstep: Class 17 contains 9722 members 
Mstep: Class 18 contains 14148 members 
Mstep: Class 19 contains 62490 members 
Mstep: Class 20 contains 11804 members 
Mstep: Class 21 contains 15259 members 
Mstep: Class 22 contains 2811 members 
Mstep: Class 23 contains 2533 members 
Mstep: Class 24 contains 18789 members 
Mstep: Class 25 contains 1981 members 
Mstep: Class 26 contains 8389 members 
Mstep: Class 27 contains 5554 members 
Mstep: Class 28 contains 4160 members 
Mstep: Class 29 contains 43193 members 
Mstep: Class 30 contains 5527 members 
Mstep: Class 31 contains 617 members 
Mstep: Class 32 contains 1097 members 
Mstep: Class 33 contains 49889 members 
Mstep: Class 34 contains 1603 members 
Mstep: Class 35 contains 8051 members 
Mstep: Class 36 contains 2541 members 
Mstep: Class 37 contains 166504 members 
Mstep: Class 38 contains 9440 members 
Mstep: Class 39 contains 3334 members 
Mstep: Class 40 contains 3321 members 
Mstep: Class 41 contains 2767 members 
Mstep: Class 42 contains 3233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147491936.000000 Penalty: 194265.218750
Iteration 119Q: 57 clusters Score -1.474919e+08 nChanged 8325
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 53541 members 
Mstep: Class 3 contains 4924 members 
Mstep: Class 4 contains 27558 members 
Mstep: Class 5 contains 9528 members 
Mstep: Class 6 contains 4533 members 
Mstep: Class 7 contains 27153 members 
Mstep: Class 8 contains 631 members 
Mstep: Class 9 contains 12357 members 
Mstep: Class 10 contains 1872 members 
Mstep: Class 11 contains 38550 members 
Mstep: Class 12 contains 23793 members 
Mstep: Class 13 contains 215357 members 
Mstep: Class 14 contains 43040 members 
Mstep: Class 15 contains 5261 members 
Mstep: Class 16 contains 45704 members 
Mstep: Class 17 contains 9865 members 
Mstep: Class 18 contains 14196 members 
Mstep: Class 19 contains 62555 members 
Mstep: Class 20 contains 11946 members 
Mstep: Class 21 contains 15367 members 
Mstep: Class 22 contains 2829 members 
Mstep: Class 23 contains 2520 members 
Mstep: Class 24 contains 18837 members 
Mstep: Class 25 contains 1974 members 
Mstep: Class 26 contains 8748 members 
Mstep: Class 27 contains 5582 members 
Mstep: Class 28 contains 4160 members 
Mstep: Class 29 contains 43518 members 
Mstep: Class 30 contains 5375 members 
Mstep: Class 31 contains 638 members 
Mstep: Class 32 contains 1195 members 
Mstep: Class 33 contains 50027 members 
Mstep: Class 34 contains 1596 members 
Mstep: Class 35 contains 8059 members 
Mstep: Class 36 contains 2527 members 
Mstep: Class 37 contains 166644 members 
Mstep: Class 38 contains 9480 members 
Mstep: Class 39 contains 3390 members 
Mstep: Class 40 contains 3396 members 
Mstep: Class 41 contains 2767 members 
Mstep: Class 42 contains 3273 members 
Mstep: Class 43 contains 482 members 
Mstep: Class 44 contains 3294 members 
Mstep: Class 45 contains 1890 members 
Mstep: Class 46 contains 1017 members 
Mstep: Class 47 contains 3242 members 
Mstep: Class 48 contains 6265 members 
Mstep: Class 49 contains 3969 members 
Mstep: Class 50 contains 5470 members 
Mstep: Class 51 contains 181546 members 
Mstep: Class 52 contains 341 members 
Mstep: Class 53 contains 757 members 
Mstep: Class 54 contains 1241 members 
Mstep: Class 55 contains 3067 members 
Mstep: Class 56 contains 1059 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147498096.000000 Penalty: 194265.218750
Iteration 120F: 57 clusters Score -1.474981e+08 nChanged 8833
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 53235 members 
Mstep: Class 3 contains 4918 members 
Mstep: Class 4 contains 27566 members 
Mstep: Class 5 contains 9478 members 
Mstep: Class 6 contains 4512 members 
Mstep: Class 7 contains 27123 members 
Mstep: Class 8 contains 628 members 
Mstep: Class 9 contains 12294 members 
Mstep: Class 10 contains 2006 members 
Mstep: Class 11 contains 38452 members 
Mstep: Class 12 contains 23788 members 
Mstep: Class 13 contains 215733 members 
Mstep: Class 14 contains 42815 members 
Mstep: Class 15 contains 5218 members 
Mstep: Class 16 contains 45695 members 
Mstep: Class 17 contains 10023 members 
Mstep: Class 18 contains 14177 members 
Mstep: Class 19 contains 62485 members 
Mstep: Class 20 contains 11881 members 
Mstep: Class 21 contains 15229 members 
Mstep: Class 22 contains 2838 members 
Mstep: Class 23 contains 2518 members 
Mstep: Class 24 contains 18581 members 
Mstep: Class 25 contains 1969 members 
Mstep: Class 26 contains 9006 members 
Mstep: Class 27 contains 5508 members 
Mstep: Class 28 contains 4159 members 
Mstep: Class 29 contains 43280 members 
Mstep: Class 30 contains 5237 members 
Mstep: Class 31 contains 636 members 
Mstep: Class 32 contains 1216 members 
Mstep: Class 33 contains 49679 members 
Mstep: Class 34 contains 1575 members 
Mstep: Class 35 contains 8033 members 
Mstep: Class 36 contains 2509 members 
Mstep: Class 37 contains 166415 members 
Mstep: Class 38 contains 9408 members 
Mstep: Class 39 contains 3436 members 
Mstep: Class 40 contains 3519 members 
Mstep: Class 41 contains 2768 members 
Mstep: Class 42 contains 3296 members 
Mstep: Class 43 contains 494 members 
Mstep: Class 44 contains 3376 members 
Mstep: Class 45 contains 1955 members 
Mstep: Class 46 contains 1034 members 
Mstep: Class 47 contains 3513 members 
Mstep: Class 48 contains 6245 members 
Mstep: Class 49 contains 4107 members 
Mstep: Class 50 contains 5662 members 
Mstep: Class 51 contains 181828 members 
Mstep: Class 52 contains 358 members 
Mstep: Class 53 contains 775 members 
Mstep: Class 54 contains 1256 members 
Mstep: Class 55 contains 3335 members 
Mstep: Class 56 contains 1129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147501168.000000 Penalty: 194265.218750
Iteration 121Q: 57 clusters Score -1.475012e+08 nChanged 6129
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 53036 members 
Mstep: Class 3 contains 4901 members 
Mstep: Class 4 contains 27561 members 
Mstep: Class 5 contains 9437 members 
Mstep: Class 6 contains 4508 members 
Mstep: Class 7 contains 27093 members 
Mstep: Class 8 contains 630 members 
Mstep: Class 9 contains 12293 members 
Mstep: Class 10 contains 2117 members 
Mstep: Class 11 contains 38440 members 
Mstep: Class 12 contains 23783 members 
Mstep: Class 13 contains 215908 members 
Mstep: Class 14 contains 42644 members 
Mstep: Class 15 contains 5213 members 
Mstep: Class 16 contains 45685 members 
Mstep: Class 17 contains 10122 members 
Mstep: Class 18 contains 14171 members 
Mstep: Class 19 contains 62448 members 
Mstep: Class 20 contains 11819 members 
Mstep: Class 21 contains 15164 members 
Mstep: Class 22 contains 2848 members 
Mstep: Class 23 contains 2521 members 
Mstep: Class 24 contains 18501 members 
Mstep: Class 25 contains 1975 members 
Mstep: Class 26 contains 9292 members 
Mstep: Class 27 contains 5458 members 
Mstep: Class 28 contains 4158 members 
Mstep: Class 29 contains 43054 members 
Mstep: Class 30 contains 5114 members 
Mstep: Class 31 contains 635 members 
Mstep: Class 32 contains 1236 members 
Mstep: Class 33 contains 49390 members 
Mstep: Class 34 contains 1560 members 
Mstep: Class 35 contains 8018 members 
Mstep: Class 36 contains 2502 members 
Mstep: Class 37 contains 166207 members 
Mstep: Class 38 contains 9359 members 
Mstep: Class 39 contains 3523 members 
Mstep: Class 40 contains 3692 members 
Mstep: Class 41 contains 2768 members 
Mstep: Class 42 contains 3329 members 
Mstep: Class 43 contains 505 members 
Mstep: Class 44 contains 3411 members 
Mstep: Class 45 contains 1954 members 
Mstep: Class 46 contains 1031 members 
Mstep: Class 47 contains 3706 members 
Mstep: Class 48 contains 6233 members 
Mstep: Class 49 contains 4160 members 
Mstep: Class 50 contains 5754 members 
Mstep: Class 51 contains 181984 members 
Mstep: Class 52 contains 354 members 
Mstep: Class 53 contains 779 members 
Mstep: Class 54 contains 1263 members 
Mstep: Class 55 contains 3487 members 
Mstep: Class 56 contains 1174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147502496.000000 Penalty: 194265.218750
Iteration 122Q: 57 clusters Score -1.475025e+08 nChanged 4966
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 52872 members 
Mstep: Class 3 contains 4883 members 
Mstep: Class 4 contains 27563 members 
Mstep: Class 5 contains 9399 members 
Mstep: Class 6 contains 4504 members 
Mstep: Class 7 contains 27067 members 
Mstep: Class 8 contains 629 members 
Mstep: Class 9 contains 12301 members 
Mstep: Class 10 contains 2196 members 
Mstep: Class 11 contains 38444 members 
Mstep: Class 12 contains 23777 members 
Mstep: Class 13 contains 216013 members 
Mstep: Class 14 contains 42423 members 
Mstep: Class 15 contains 5218 members 
Mstep: Class 16 contains 45697 members 
Mstep: Class 17 contains 10179 members 
Mstep: Class 18 contains 14165 members 
Mstep: Class 19 contains 62404 members 
Mstep: Class 20 contains 11783 members 
Mstep: Class 21 contains 15142 members 
Mstep: Class 22 contains 2852 members 
Mstep: Class 23 contains 2524 members 
Mstep: Class 24 contains 18455 members 
Mstep: Class 25 contains 1985 members 
Mstep: Class 26 contains 9582 members 
Mstep: Class 27 contains 5434 members 
Mstep: Class 28 contains 4158 members 
Mstep: Class 29 contains 42819 members 
Mstep: Class 30 contains 5037 members 
Mstep: Class 31 contains 635 members 
Mstep: Class 32 contains 1255 members 
Mstep: Class 33 contains 49126 members 
Mstep: Class 34 contains 1539 members 
Mstep: Class 35 contains 8007 members 
Mstep: Class 36 contains 2497 members 
Mstep: Class 37 contains 166040 members 
Mstep: Class 38 contains 9323 members 
Mstep: Class 39 contains 3613 members 
Mstep: Class 40 contains 3950 members 
Mstep: Class 41 contains 2770 members 
Mstep: Class 42 contains 3361 members 
Mstep: Class 43 contains 511 members 
Mstep: Class 44 contains 3430 members 
Mstep: Class 45 contains 1947 members 
Mstep: Class 46 contains 1031 members 
Mstep: Class 47 contains 3872 members 
Mstep: Class 48 contains 6235 members 
Mstep: Class 49 contains 4198 members 
Mstep: Class 50 contains 5801 members 
Mstep: Class 51 contains 182073 members 
Mstep: Class 52 contains 349 members 
Mstep: Class 53 contains 773 members 
Mstep: Class 54 contains 1260 members 
Mstep: Class 55 contains 3606 members 
Mstep: Class 56 contains 1197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147504448.000000 Penalty: 194265.218750
Iteration 123Q: 57 clusters Score -1.475044e+08 nChanged 4281
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 52728 members 
Mstep: Class 3 contains 4889 members 
Mstep: Class 4 contains 27557 members 
Mstep: Class 5 contains 9365 members 
Mstep: Class 6 contains 4509 members 
Mstep: Class 7 contains 27050 members 
Mstep: Class 8 contains 630 members 
Mstep: Class 9 contains 12316 members 
Mstep: Class 10 contains 2278 members 
Mstep: Class 11 contains 38425 members 
Mstep: Class 12 contains 23769 members 
Mstep: Class 13 contains 216036 members 
Mstep: Class 14 contains 42162 members 
Mstep: Class 15 contains 5203 members 
Mstep: Class 16 contains 45698 members 
Mstep: Class 17 contains 10241 members 
Mstep: Class 18 contains 14181 members 
Mstep: Class 19 contains 62392 members 
Mstep: Class 20 contains 11731 members 
Mstep: Class 21 contains 15132 members 
Mstep: Class 22 contains 2856 members 
Mstep: Class 23 contains 2528 members 
Mstep: Class 24 contains 18432 members 
Mstep: Class 25 contains 1992 members 
Mstep: Class 26 contains 9867 members 
Mstep: Class 27 contains 5456 members 
Mstep: Class 28 contains 4158 members 
Mstep: Class 29 contains 42587 members 
Mstep: Class 30 contains 4959 members 
Mstep: Class 31 contains 636 members 
Mstep: Class 32 contains 1269 members 
Mstep: Class 33 contains 48936 members 
Mstep: Class 34 contains 1534 members 
Mstep: Class 35 contains 8014 members 
Mstep: Class 36 contains 2492 members 
Mstep: Class 37 contains 165875 members 
Mstep: Class 38 contains 9300 members 
Mstep: Class 39 contains 3688 members 
Mstep: Class 40 contains 4211 members 
Mstep: Class 41 contains 2775 members 
Mstep: Class 42 contains 3382 members 
Mstep: Class 43 contains 514 members 
Mstep: Class 44 contains 3441 members 
Mstep: Class 45 contains 1935 members 
Mstep: Class 46 contains 1031 members 
Mstep: Class 47 contains 4023 members 
Mstep: Class 48 contains 6239 members 
Mstep: Class 49 contains 4221 members 
Mstep: Class 50 contains 5826 members 
Mstep: Class 51 contains 182135 members 
Mstep: Class 52 contains 352 members 
Mstep: Class 53 contains 767 members 
Mstep: Class 54 contains 1260 members 
Mstep: Class 55 contains 3687 members 
Mstep: Class 56 contains 1234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147504960.000000 Penalty: 194265.218750
Iteration 124Q: 57 clusters Score -1.47505e+08 nChanged 3716
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 52585 members 
Mstep: Class 3 contains 4898 members 
Mstep: Class 4 contains 27555 members 
Mstep: Class 5 contains 9327 members 
Mstep: Class 6 contains 4509 members 
Mstep: Class 7 contains 27022 members 
Mstep: Class 8 contains 629 members 
Mstep: Class 9 contains 12329 members 
Mstep: Class 10 contains 2320 members 
Mstep: Class 11 contains 38425 members 
Mstep: Class 12 contains 23770 members 
Mstep: Class 13 contains 216001 members 
Mstep: Class 14 contains 41968 members 
Mstep: Class 15 contains 5193 members 
Mstep: Class 16 contains 45691 members 
Mstep: Class 17 contains 10260 members 
Mstep: Class 18 contains 14193 members 
Mstep: Class 19 contains 62381 members 
Mstep: Class 20 contains 11679 members 
Mstep: Class 21 contains 15173 members 
Mstep: Class 22 contains 2867 members 
Mstep: Class 23 contains 2529 members 
Mstep: Class 24 contains 18405 members 
Mstep: Class 25 contains 1993 members 
Mstep: Class 26 contains 10168 members 
Mstep: Class 27 contains 5492 members 
Mstep: Class 28 contains 4158 members 
Mstep: Class 29 contains 42374 members 
Mstep: Class 30 contains 4888 members 
Mstep: Class 31 contains 637 members 
Mstep: Class 32 contains 1286 members 
Mstep: Class 33 contains 48775 members 
Mstep: Class 34 contains 1529 members 
Mstep: Class 35 contains 8025 members 
Mstep: Class 36 contains 2485 members 
Mstep: Class 37 contains 165737 members 
Mstep: Class 38 contains 9268 members 
Mstep: Class 39 contains 3765 members 
Mstep: Class 40 contains 4447 members 
Mstep: Class 41 contains 2776 members 
Mstep: Class 42 contains 3408 members 
Mstep: Class 43 contains 518 members 
Mstep: Class 44 contains 3450 members 
Mstep: Class 45 contains 1924 members 
Mstep: Class 46 contains 1032 members 
Mstep: Class 47 contains 4164 members 
Mstep: Class 48 contains 6231 members 
Mstep: Class 49 contains 4231 members 
Mstep: Class 50 contains 5852 members 
Mstep: Class 51 contains 182208 members 
Mstep: Class 52 contains 352 members 
Mstep: Class 53 contains 765 members 
Mstep: Class 54 contains 1264 members 
Mstep: Class 55 contains 3741 members 
Mstep: Class 56 contains 1253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147505776.000000 Penalty: 194265.218750
Iteration 125Q: 57 clusters Score -1.475058e+08 nChanged 3314
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 52455 members 
Mstep: Class 3 contains 4921 members 
Mstep: Class 4 contains 27541 members 
Mstep: Class 5 contains 9316 members 
Mstep: Class 6 contains 4510 members 
Mstep: Class 7 contains 26997 members 
Mstep: Class 8 contains 630 members 
Mstep: Class 9 contains 12352 members 
Mstep: Class 10 contains 2375 members 
Mstep: Class 11 contains 38418 members 
Mstep: Class 12 contains 23767 members 
Mstep: Class 13 contains 215940 members 
Mstep: Class 14 contains 41826 members 
Mstep: Class 15 contains 5191 members 
Mstep: Class 16 contains 45696 members 
Mstep: Class 17 contains 10263 members 
Mstep: Class 18 contains 14201 members 
Mstep: Class 19 contains 62373 members 
Mstep: Class 20 contains 11627 members 
Mstep: Class 21 contains 15230 members 
Mstep: Class 22 contains 2876 members 
Mstep: Class 23 contains 2533 members 
Mstep: Class 24 contains 18366 members 
Mstep: Class 25 contains 1997 members 
Mstep: Class 26 contains 10517 members 
Mstep: Class 27 contains 5539 members 
Mstep: Class 28 contains 4158 members 
Mstep: Class 29 contains 42158 members 
Mstep: Class 30 contains 4818 members 
Mstep: Class 31 contains 638 members 
Mstep: Class 32 contains 1287 members 
Mstep: Class 33 contains 48641 members 
Mstep: Class 34 contains 1527 members 
Mstep: Class 35 contains 8029 members 
Mstep: Class 36 contains 2482 members 
Mstep: Class 37 contains 165626 members 
Mstep: Class 38 contains 9237 members 
Mstep: Class 39 contains 3840 members 
Mstep: Class 40 contains 4614 members 
Mstep: Class 41 contains 2780 members 
Mstep: Class 42 contains 3435 members 
Mstep: Class 43 contains 519 members 
Mstep: Class 44 contains 3456 members 
Mstep: Class 45 contains 1922 members 
Mstep: Class 46 contains 1030 members 
Mstep: Class 47 contains 4270 members 
Mstep: Class 48 contains 6225 members 
Mstep: Class 49 contains 4239 members 
Mstep: Class 50 contains 5872 members 
Mstep: Class 51 contains 182199 members 
Mstep: Class 52 contains 355 members 
Mstep: Class 53 contains 764 members 
Mstep: Class 54 contains 1268 members 
Mstep: Class 55 contains 3792 members 
Mstep: Class 56 contains 1266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147506128.000000 Penalty: 194265.218750
Iteration 126Q: 57 clusters Score -1.475061e+08 nChanged 2939
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 52364 members 
Mstep: Class 3 contains 4938 members 
Mstep: Class 4 contains 27526 members 
Mstep: Class 5 contains 9299 members 
Mstep: Class 6 contains 4508 members 
Mstep: Class 7 contains 26960 members 
Mstep: Class 8 contains 631 members 
Mstep: Class 9 contains 12369 members 
Mstep: Class 10 contains 2432 members 
Mstep: Class 11 contains 38397 members 
Mstep: Class 12 contains 23761 members 
Mstep: Class 13 contains 215897 members 
Mstep: Class 14 contains 41752 members 
Mstep: Class 15 contains 5184 members 
Mstep: Class 16 contains 45715 members 
Mstep: Class 17 contains 10250 members 
Mstep: Class 18 contains 14218 members 
Mstep: Class 19 contains 62383 members 
Mstep: Class 20 contains 11573 members 
Mstep: Class 21 contains 15286 members 
Mstep: Class 22 contains 2889 members 
Mstep: Class 23 contains 2539 members 
Mstep: Class 24 contains 18346 members 
Mstep: Class 25 contains 1998 members 
Mstep: Class 26 contains 10851 members 
Mstep: Class 27 contains 5602 members 
Mstep: Class 28 contains 4158 members 
Mstep: Class 29 contains 41950 members 
Mstep: Class 30 contains 4763 members 
Mstep: Class 31 contains 640 members 
Mstep: Class 32 contains 1280 members 
Mstep: Class 33 contains 48517 members 
Mstep: Class 34 contains 1526 members 
Mstep: Class 35 contains 8031 members 
Mstep: Class 36 contains 2475 members 
Mstep: Class 37 contains 165511 members 
Mstep: Class 38 contains 9212 members 
Mstep: Class 39 contains 3884 members 
Mstep: Class 40 contains 4722 members 
Mstep: Class 41 contains 2784 members 
Mstep: Class 42 contains 3450 members 
Mstep: Class 43 contains 520 members 
Mstep: Class 44 contains 3461 members 
Mstep: Class 45 contains 1918 members 
Mstep: Class 46 contains 1030 members 
Mstep: Class 47 contains 4345 members 
Mstep: Class 48 contains 6233 members 
Mstep: Class 49 contains 4238 members 
Mstep: Class 50 contains 5890 members 
Mstep: Class 51 contains 182188 members 
Mstep: Class 52 contains 358 members 
Mstep: Class 53 contains 763 members 
Mstep: Class 54 contains 1268 members 
Mstep: Class 55 contains 3830 members 
Mstep: Class 56 contains 1290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147506384.000000 Penalty: 194265.218750
Iteration 127Q: 57 clusters Score -1.475064e+08 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 52260 members 
Mstep: Class 3 contains 4962 members 
Mstep: Class 4 contains 27508 members 
Mstep: Class 5 contains 9298 members 
Mstep: Class 6 contains 4508 members 
Mstep: Class 7 contains 26938 members 
Mstep: Class 8 contains 630 members 
Mstep: Class 9 contains 12371 members 
Mstep: Class 10 contains 2484 members 
Mstep: Class 11 contains 38376 members 
Mstep: Class 12 contains 23759 members 
Mstep: Class 13 contains 215820 members 
Mstep: Class 14 contains 41714 members 
Mstep: Class 15 contains 5170 members 
Mstep: Class 16 contains 45733 members 
Mstep: Class 17 contains 10234 members 
Mstep: Class 18 contains 14225 members 
Mstep: Class 19 contains 62372 members 
Mstep: Class 20 contains 11532 members 
Mstep: Class 21 contains 15331 members 
Mstep: Class 22 contains 2898 members 
Mstep: Class 23 contains 2541 members 
Mstep: Class 24 contains 18360 members 
Mstep: Class 25 contains 2002 members 
Mstep: Class 26 contains 11230 members 
Mstep: Class 27 contains 5651 members 
Mstep: Class 28 contains 4158 members 
Mstep: Class 29 contains 41742 members 
Mstep: Class 30 contains 4708 members 
Mstep: Class 31 contains 640 members 
Mstep: Class 32 contains 1280 members 
Mstep: Class 33 contains 48416 members 
Mstep: Class 34 contains 1527 members 
Mstep: Class 35 contains 8039 members 
Mstep: Class 36 contains 2472 members 
Mstep: Class 37 contains 165410 members 
Mstep: Class 38 contains 9192 members 
Mstep: Class 39 contains 3920 members 
Mstep: Class 40 contains 4800 members 
Mstep: Class 41 contains 2786 members 
Mstep: Class 42 contains 3464 members 
Mstep: Class 43 contains 523 members 
Mstep: Class 44 contains 3467 members 
Mstep: Class 45 contains 1916 members 
Mstep: Class 46 contains 1030 members 
Mstep: Class 47 contains 4420 members 
Mstep: Class 48 contains 6245 members 
Mstep: Class 49 contains 4238 members 
Mstep: Class 50 contains 5899 members 
Mstep: Class 51 contains 182137 members 
Mstep: Class 52 contains 360 members 
Mstep: Class 53 contains 760 members 
Mstep: Class 54 contains 1268 members 
Mstep: Class 55 contains 3859 members 
Mstep: Class 56 contains 1320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147506992.000000 Penalty: 194265.218750
Iteration 128Q: 57 clusters Score -1.47507e+08 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 52164 members 
Mstep: Class 3 contains 4999 members 
Mstep: Class 4 contains 27489 members 
Mstep: Class 5 contains 9293 members 
Mstep: Class 6 contains 4506 members 
Mstep: Class 7 contains 26924 members 
Mstep: Class 8 contains 630 members 
Mstep: Class 9 contains 12396 members 
Mstep: Class 10 contains 2539 members 
Mstep: Class 11 contains 38363 members 
Mstep: Class 12 contains 23759 members 
Mstep: Class 13 contains 215759 members 
Mstep: Class 14 contains 41700 members 
Mstep: Class 15 contains 5139 members 
Mstep: Class 16 contains 45736 members 
Mstep: Class 17 contains 10207 members 
Mstep: Class 18 contains 14237 members 
Mstep: Class 19 contains 62357 members 
Mstep: Class 20 contains 11482 members 
Mstep: Class 21 contains 15380 members 
Mstep: Class 22 contains 2908 members 
Mstep: Class 23 contains 2543 members 
Mstep: Class 24 contains 18383 members 
Mstep: Class 25 contains 2005 members 
Mstep: Class 26 contains 11592 members 
Mstep: Class 27 contains 5708 members 
Mstep: Class 28 contains 4158 members 
Mstep: Class 29 contains 41556 members 
Mstep: Class 30 contains 4649 members 
Mstep: Class 31 contains 641 members 
Mstep: Class 32 contains 1281 members 
Mstep: Class 33 contains 48323 members 
Mstep: Class 34 contains 1529 members 
Mstep: Class 35 contains 8041 members 
Mstep: Class 36 contains 2471 members 
Mstep: Class 37 contains 165293 members 
Mstep: Class 38 contains 9176 members 
Mstep: Class 39 contains 3949 members 
Mstep: Class 40 contains 4841 members 
Mstep: Class 41 contains 2789 members 
Mstep: Class 42 contains 3483 members 
Mstep: Class 43 contains 524 members 
Mstep: Class 44 contains 3467 members 
Mstep: Class 45 contains 1913 members 
Mstep: Class 46 contains 1029 members 
Mstep: Class 47 contains 4489 members 
Mstep: Class 48 contains 6272 members 
Mstep: Class 49 contains 4244 members 
Mstep: Class 50 contains 5901 members 
Mstep: Class 51 contains 182048 members 
Mstep: Class 52 contains 362 members 
Mstep: Class 53 contains 759 members 
Mstep: Class 54 contains 1268 members 
Mstep: Class 55 contains 3882 members 
Mstep: Class 56 contains 1368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147507680.000000 Penalty: 194265.218750
Iteration 129Q: 57 clusters Score -1.475077e+08 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 52084 members 
Mstep: Class 3 contains 5029 members 
Mstep: Class 4 contains 27468 members 
Mstep: Class 5 contains 9299 members 
Mstep: Class 6 contains 4505 members 
Mstep: Class 7 contains 26915 members 
Mstep: Class 8 contains 631 members 
Mstep: Class 9 contains 12407 members 
Mstep: Class 10 contains 2596 members 
Mstep: Class 11 contains 38340 members 
Mstep: Class 12 contains 23755 members 
Mstep: Class 13 contains 215720 members 
Mstep: Class 14 contains 41664 members 
Mstep: Class 15 contains 5125 members 
Mstep: Class 16 contains 45738 members 
Mstep: Class 17 contains 10179 members 
Mstep: Class 18 contains 14253 members 
Mstep: Class 19 contains 62363 members 
Mstep: Class 20 contains 11438 members 
Mstep: Class 21 contains 15432 members 
Mstep: Class 22 contains 2912 members 
Mstep: Class 23 contains 2543 members 
Mstep: Class 24 contains 18399 members 
Mstep: Class 25 contains 2008 members 
Mstep: Class 26 contains 11916 members 
Mstep: Class 27 contains 5743 members 
Mstep: Class 28 contains 4158 members 
Mstep: Class 29 contains 41372 members 
Mstep: Class 30 contains 4595 members 
Mstep: Class 31 contains 644 members 
Mstep: Class 32 contains 1282 members 
Mstep: Class 33 contains 48231 members 
Mstep: Class 34 contains 1526 members 
Mstep: Class 35 contains 8047 members 
Mstep: Class 36 contains 2472 members 
Mstep: Class 37 contains 165241 members 
Mstep: Class 38 contains 9164 members 
Mstep: Class 39 contains 3979 members 
Mstep: Class 40 contains 4876 members 
Mstep: Class 41 contains 2790 members 
Mstep: Class 42 contains 3502 members 
Mstep: Class 43 contains 525 members 
Mstep: Class 44 contains 3464 members 
Mstep: Class 45 contains 1912 members 
Mstep: Class 46 contains 1030 members 
Mstep: Class 47 contains 4538 members 
Mstep: Class 48 contains 6285 members 
Mstep: Class 49 contains 4253 members 
Mstep: Class 50 contains 5905 members 
Mstep: Class 51 contains 181968 members 
Mstep: Class 52 contains 360 members 
Mstep: Class 53 contains 758 members 
Mstep: Class 54 contains 1268 members 
Mstep: Class 55 contains 3891 members 
Mstep: Class 56 contains 1406 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147508096.000000 Penalty: 194265.218750
Iteration 130Q: 57 clusters Score -1.475081e+08 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 52008 members 
Mstep: Class 3 contains 5056 members 
Mstep: Class 4 contains 27447 members 
Mstep: Class 5 contains 9298 members 
Mstep: Class 6 contains 4504 members 
Mstep: Class 7 contains 26908 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 12431 members 
Mstep: Class 10 contains 2633 members 
Mstep: Class 11 contains 38339 members 
Mstep: Class 12 contains 23754 members 
Mstep: Class 13 contains 215696 members 
Mstep: Class 14 contains 41616 members 
Mstep: Class 15 contains 5101 members 
Mstep: Class 16 contains 45740 members 
Mstep: Class 17 contains 10149 members 
Mstep: Class 18 contains 14272 members 
Mstep: Class 19 contains 62363 members 
Mstep: Class 20 contains 11393 members 
Mstep: Class 21 contains 15486 members 
Mstep: Class 22 contains 2919 members 
Mstep: Class 23 contains 2542 members 
Mstep: Class 24 contains 18444 members 
Mstep: Class 25 contains 2013 members 
Mstep: Class 26 contains 12256 members 
Mstep: Class 27 contains 5781 members 
Mstep: Class 28 contains 4158 members 
Mstep: Class 29 contains 41200 members 
Mstep: Class 30 contains 4559 members 
Mstep: Class 31 contains 646 members 
Mstep: Class 32 contains 1284 members 
Mstep: Class 33 contains 48144 members 
Mstep: Class 34 contains 1523 members 
Mstep: Class 35 contains 8061 members 
Mstep: Class 36 contains 2472 members 
Mstep: Class 37 contains 165190 members 
Mstep: Class 38 contains 9152 members 
Mstep: Class 39 contains 4012 members 
Mstep: Class 40 contains 4900 members 
Mstep: Class 41 contains 2791 members 
Mstep: Class 42 contains 3522 members 
Mstep: Class 43 contains 526 members 
Mstep: Class 44 contains 3465 members 
Mstep: Class 45 contains 1906 members 
Mstep: Class 46 contains 1031 members 
Mstep: Class 47 contains 4569 members 
Mstep: Class 48 contains 6306 members 
Mstep: Class 49 contains 4256 members 
Mstep: Class 50 contains 5906 members 
Mstep: Class 51 contains 181802 members 
Mstep: Class 52 contains 358 members 
Mstep: Class 53 contains 758 members 
Mstep: Class 54 contains 1268 members 
Mstep: Class 55 contains 3908 members 
Mstep: Class 56 contains 1450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147507504.000000 Penalty: 194265.218750
Iteration 131Q: 57 clusters Score -1.475075e+08 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 51944 members 
Mstep: Class 3 contains 5077 members 
Mstep: Class 4 contains 27426 members 
Mstep: Class 5 contains 9298 members 
Mstep: Class 6 contains 4501 members 
Mstep: Class 7 contains 26897 members 
Mstep: Class 8 contains 634 members 
Mstep: Class 9 contains 12449 members 
Mstep: Class 10 contains 2664 members 
Mstep: Class 11 contains 38330 members 
Mstep: Class 12 contains 23753 members 
Mstep: Class 13 contains 215694 members 
Mstep: Class 14 contains 41572 members 
Mstep: Class 15 contains 5083 members 
Mstep: Class 16 contains 45737 members 
Mstep: Class 17 contains 10139 members 
Mstep: Class 18 contains 14275 members 
Mstep: Class 19 contains 62362 members 
Mstep: Class 20 contains 11366 members 
Mstep: Class 21 contains 15540 members 
Mstep: Class 22 contains 2923 members 
Mstep: Class 23 contains 2542 members 
Mstep: Class 24 contains 18476 members 
Mstep: Class 25 contains 2016 members 
Mstep: Class 26 contains 12602 members 
Mstep: Class 27 contains 5798 members 
Mstep: Class 28 contains 4158 members 
Mstep: Class 29 contains 41031 members 
Mstep: Class 30 contains 4533 members 
Mstep: Class 31 contains 647 members 
Mstep: Class 32 contains 1291 members 
Mstep: Class 33 contains 48081 members 
Mstep: Class 34 contains 1522 members 
Mstep: Class 35 contains 8078 members 
Mstep: Class 36 contains 2467 members 
Mstep: Class 37 contains 165150 members 
Mstep: Class 38 contains 9138 members 
Mstep: Class 39 contains 4035 members 
Mstep: Class 40 contains 4913 members 
Mstep: Class 41 contains 2794 members 
Mstep: Class 42 contains 3541 members 
Mstep: Class 43 contains 526 members 
Mstep: Class 44 contains 3464 members 
Mstep: Class 45 contains 1907 members 
Mstep: Class 46 contains 1030 members 
Mstep: Class 47 contains 4602 members 
Mstep: Class 48 contains 6314 members 
Mstep: Class 49 contains 4256 members 
Mstep: Class 50 contains 5907 members 
Mstep: Class 51 contains 181631 members 
Mstep: Class 52 contains 358 members 
Mstep: Class 53 contains 759 members 
Mstep: Class 54 contains 1269 members 
Mstep: Class 55 contains 3918 members 
Mstep: Class 56 contains 1486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147508016.000000 Penalty: 194265.218750
Iteration 132Q: 57 clusters Score -1.47508e+08 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 51892 members 
Mstep: Class 3 contains 5089 members 
Mstep: Class 4 contains 27415 members 
Mstep: Class 5 contains 9298 members 
Mstep: Class 6 contains 4500 members 
Mstep: Class 7 contains 26888 members 
Mstep: Class 8 contains 633 members 
Mstep: Class 9 contains 12478 members 
Mstep: Class 10 contains 2686 members 
Mstep: Class 11 contains 38319 members 
Mstep: Class 12 contains 23749 members 
Mstep: Class 13 contains 215710 members 
Mstep: Class 14 contains 41559 members 
Mstep: Class 15 contains 5074 members 
Mstep: Class 16 contains 45741 members 
Mstep: Class 17 contains 10098 members 
Mstep: Class 18 contains 14283 members 
Mstep: Class 19 contains 62378 members 
Mstep: Class 20 contains 11347 members 
Mstep: Class 21 contains 15572 members 
Mstep: Class 22 contains 2926 members 
Mstep: Class 23 contains 2542 members 
Mstep: Class 24 contains 18487 members 
Mstep: Class 25 contains 2021 members 
Mstep: Class 26 contains 12933 members 
Mstep: Class 27 contains 5814 members 
Mstep: Class 28 contains 4158 members 
Mstep: Class 29 contains 40886 members 
Mstep: Class 30 contains 4520 members 
Mstep: Class 31 contains 647 members 
Mstep: Class 32 contains 1296 members 
Mstep: Class 33 contains 48009 members 
Mstep: Class 34 contains 1519 members 
Mstep: Class 35 contains 8090 members 
Mstep: Class 36 contains 2463 members 
Mstep: Class 37 contains 165125 members 
Mstep: Class 38 contains 9124 members 
Mstep: Class 39 contains 4047 members 
Mstep: Class 40 contains 4928 members 
Mstep: Class 41 contains 2796 members 
Mstep: Class 42 contains 3548 members 
Mstep: Class 43 contains 526 members 
Mstep: Class 44 contains 3466 members 
Mstep: Class 45 contains 1907 members 
Mstep: Class 46 contains 1032 members 
Mstep: Class 47 contains 4640 members 
Mstep: Class 48 contains 6319 members 
Mstep: Class 49 contains 4261 members 
Mstep: Class 50 contains 5909 members 
Mstep: Class 51 contains 181441 members 
Mstep: Class 52 contains 358 members 
Mstep: Class 53 contains 759 members 
Mstep: Class 54 contains 1270 members 
Mstep: Class 55 contains 3925 members 
Mstep: Class 56 contains 1503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147508656.000000 Penalty: 194265.218750
Iteration 133Q: 57 clusters Score -1.475087e+08 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 51822 members 
Mstep: Class 3 contains 5110 members 
Mstep: Class 4 contains 27401 members 
Mstep: Class 5 contains 9303 members 
Mstep: Class 6 contains 4498 members 
Mstep: Class 7 contains 26880 members 
Mstep: Class 8 contains 634 members 
Mstep: Class 9 contains 12503 members 
Mstep: Class 10 contains 2710 members 
Mstep: Class 11 contains 38316 members 
Mstep: Class 12 contains 23747 members 
Mstep: Class 13 contains 215714 members 
Mstep: Class 14 contains 41561 members 
Mstep: Class 15 contains 5061 members 
Mstep: Class 16 contains 45748 members 
Mstep: Class 17 contains 10069 members 
Mstep: Class 18 contains 14285 members 
Mstep: Class 19 contains 62397 members 
Mstep: Class 20 contains 11325 members 
Mstep: Class 21 contains 15578 members 
Mstep: Class 22 contains 2930 members 
Mstep: Class 23 contains 2543 members 
Mstep: Class 24 contains 18501 members 
Mstep: Class 25 contains 2025 members 
Mstep: Class 26 contains 13283 members 
Mstep: Class 27 contains 5831 members 
Mstep: Class 28 contains 4158 members 
Mstep: Class 29 contains 40744 members 
Mstep: Class 30 contains 4512 members 
Mstep: Class 31 contains 647 members 
Mstep: Class 32 contains 1302 members 
Mstep: Class 33 contains 47938 members 
Mstep: Class 34 contains 1518 members 
Mstep: Class 35 contains 8105 members 
Mstep: Class 36 contains 2461 members 
Mstep: Class 37 contains 165116 members 
Mstep: Class 38 contains 9111 members 
Mstep: Class 39 contains 4049 members 
Mstep: Class 40 contains 4926 members 
Mstep: Class 41 contains 2797 members 
Mstep: Class 42 contains 3559 members 
Mstep: Class 43 contains 526 members 
Mstep: Class 44 contains 3467 members 
Mstep: Class 45 contains 1906 members 
Mstep: Class 46 contains 1032 members 
Mstep: Class 47 contains 4671 members 
Mstep: Class 48 contains 6324 members 
Mstep: Class 49 contains 4262 members 
Mstep: Class 50 contains 5916 members 
Mstep: Class 51 contains 181244 members 
Mstep: Class 52 contains 359 members 
Mstep: Class 53 contains 759 members 
Mstep: Class 54 contains 1271 members 
Mstep: Class 55 contains 3934 members 
Mstep: Class 56 contains 1515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147508640.000000 Penalty: 194265.218750
Iteration 134Q: 57 clusters Score -1.475086e+08 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 51767 members 
Mstep: Class 3 contains 5129 members 
Mstep: Class 4 contains 27384 members 
Mstep: Class 5 contains 9305 members 
Mstep: Class 6 contains 4498 members 
Mstep: Class 7 contains 26874 members 
Mstep: Class 8 contains 635 members 
Mstep: Class 9 contains 12524 members 
Mstep: Class 10 contains 2733 members 
Mstep: Class 11 contains 38313 members 
Mstep: Class 12 contains 23740 members 
Mstep: Class 13 contains 215718 members 
Mstep: Class 14 contains 41566 members 
Mstep: Class 15 contains 5057 members 
Mstep: Class 16 contains 45754 members 
Mstep: Class 17 contains 10046 members 
Mstep: Class 18 contains 14287 members 
Mstep: Class 19 contains 62418 members 
Mstep: Class 20 contains 11303 members 
Mstep: Class 21 contains 15598 members 
Mstep: Class 22 contains 2934 members 
Mstep: Class 23 contains 2545 members 
Mstep: Class 24 contains 18513 members 
Mstep: Class 25 contains 2030 members 
Mstep: Class 26 contains 13639 members 
Mstep: Class 27 contains 5847 members 
Mstep: Class 28 contains 4158 members 
Mstep: Class 29 contains 40616 members 
Mstep: Class 30 contains 4505 members 
Mstep: Class 31 contains 647 members 
Mstep: Class 32 contains 1307 members 
Mstep: Class 33 contains 47900 members 
Mstep: Class 34 contains 1519 members 
Mstep: Class 35 contains 8110 members 
Mstep: Class 36 contains 2461 members 
Mstep: Class 37 contains 165090 members 
Mstep: Class 38 contains 9093 members 
Mstep: Class 39 contains 4053 members 
Mstep: Class 40 contains 4931 members 
Mstep: Class 41 contains 2797 members 
Mstep: Class 42 contains 3566 members 
Mstep: Class 43 contains 526 members 
Mstep: Class 44 contains 3470 members 
Mstep: Class 45 contains 1905 members 
Mstep: Class 46 contains 1033 members 
Mstep: Class 47 contains 4695 members 
Mstep: Class 48 contains 6321 members 
Mstep: Class 49 contains 4259 members 
Mstep: Class 50 contains 5915 members 
Mstep: Class 51 contains 181012 members 
Mstep: Class 52 contains 359 members 
Mstep: Class 53 contains 758 members 
Mstep: Class 54 contains 1271 members 
Mstep: Class 55 contains 3944 members 
Mstep: Class 56 contains 1526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147508528.000000 Penalty: 194265.218750
Iteration 135Q: 57 clusters Score -1.475085e+08 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 51727 members 
Mstep: Class 3 contains 5154 members 
Mstep: Class 4 contains 27367 members 
Mstep: Class 5 contains 9304 members 
Mstep: Class 6 contains 4496 members 
Mstep: Class 7 contains 26870 members 
Mstep: Class 8 contains 636 members 
Mstep: Class 9 contains 12543 members 
Mstep: Class 10 contains 2748 members 
Mstep: Class 11 contains 38301 members 
Mstep: Class 12 contains 23731 members 
Mstep: Class 13 contains 215696 members 
Mstep: Class 14 contains 41576 members 
Mstep: Class 15 contains 5048 members 
Mstep: Class 16 contains 45770 members 
Mstep: Class 17 contains 10005 members 
Mstep: Class 18 contains 14290 members 
Mstep: Class 19 contains 62429 members 
Mstep: Class 20 contains 11288 members 
Mstep: Class 21 contains 15630 members 
Mstep: Class 22 contains 2938 members 
Mstep: Class 23 contains 2545 members 
Mstep: Class 24 contains 18533 members 
Mstep: Class 25 contains 2032 members 
Mstep: Class 26 contains 13968 members 
Mstep: Class 27 contains 5863 members 
Mstep: Class 28 contains 4158 members 
Mstep: Class 29 contains 40487 members 
Mstep: Class 30 contains 4498 members 
Mstep: Class 31 contains 647 members 
Mstep: Class 32 contains 1309 members 
Mstep: Class 33 contains 47859 members 
Mstep: Class 34 contains 1517 members 
Mstep: Class 35 contains 8114 members 
Mstep: Class 36 contains 2461 members 
Mstep: Class 37 contains 165083 members 
Mstep: Class 38 contains 9068 members 
Mstep: Class 39 contains 4062 members 
Mstep: Class 40 contains 4936 members 
Mstep: Class 41 contains 2800 members 
Mstep: Class 42 contains 3570 members 
Mstep: Class 43 contains 526 members 
Mstep: Class 44 contains 3470 members 
Mstep: Class 45 contains 1904 members 
Mstep: Class 46 contains 1032 members 
Mstep: Class 47 contains 4708 members 
Mstep: Class 48 contains 6330 members 
Mstep: Class 49 contains 4261 members 
Mstep: Class 50 contains 5922 members 
Mstep: Class 51 contains 180816 members 
Mstep: Class 52 contains 360 members 
Mstep: Class 53 contains 757 members 
Mstep: Class 54 contains 1271 members 
Mstep: Class 55 contains 3954 members 
Mstep: Class 56 contains 1536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147508768.000000 Penalty: 194265.218750
Iteration 136Q: 57 clusters Score -1.475088e+08 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 51683 members 
Mstep: Class 3 contains 5174 members 
Mstep: Class 4 contains 27354 members 
Mstep: Class 5 contains 9304 members 
Mstep: Class 6 contains 4494 members 
Mstep: Class 7 contains 26864 members 
Mstep: Class 8 contains 637 members 
Mstep: Class 9 contains 12562 members 
Mstep: Class 10 contains 2757 members 
Mstep: Class 11 contains 38297 members 
Mstep: Class 12 contains 23728 members 
Mstep: Class 13 contains 215671 members 
Mstep: Class 14 contains 41572 members 
Mstep: Class 15 contains 5044 members 
Mstep: Class 16 contains 45780 members 
Mstep: Class 17 contains 9981 members 
Mstep: Class 18 contains 14292 members 
Mstep: Class 19 contains 62441 members 
Mstep: Class 20 contains 11281 members 
Mstep: Class 21 contains 15664 members 
Mstep: Class 22 contains 2939 members 
Mstep: Class 23 contains 2545 members 
Mstep: Class 24 contains 18545 members 
Mstep: Class 25 contains 2032 members 
Mstep: Class 26 contains 14289 members 
Mstep: Class 27 contains 5881 members 
Mstep: Class 28 contains 4158 members 
Mstep: Class 29 contains 40378 members 
Mstep: Class 30 contains 4492 members 
Mstep: Class 31 contains 647 members 
Mstep: Class 32 contains 1312 members 
Mstep: Class 33 contains 47805 members 
Mstep: Class 34 contains 1517 members 
Mstep: Class 35 contains 8120 members 
Mstep: Class 36 contains 2461 members 
Mstep: Class 37 contains 165077 members 
Mstep: Class 38 contains 9046 members 
Mstep: Class 39 contains 4075 members 
Mstep: Class 40 contains 4947 members 
Mstep: Class 41 contains 2800 members 
Mstep: Class 42 contains 3575 members 
Mstep: Class 43 contains 526 members 
Mstep: Class 44 contains 3469 members 
Mstep: Class 45 contains 1902 members 
Mstep: Class 46 contains 1031 members 
Mstep: Class 47 contains 4717 members 
Mstep: Class 48 contains 6332 members 
Mstep: Class 49 contains 4265 members 
Mstep: Class 50 contains 5925 members 
Mstep: Class 51 contains 180629 members 
Mstep: Class 52 contains 359 members 
Mstep: Class 53 contains 757 members 
Mstep: Class 54 contains 1271 members 
Mstep: Class 55 contains 3958 members 
Mstep: Class 56 contains 1542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147509152.000000 Penalty: 194265.218750
Iteration 137Q: 57 clusters Score -1.475092e+08 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 51661 members 
Mstep: Class 3 contains 5184 members 
Mstep: Class 4 contains 27350 members 
Mstep: Class 5 contains 9300 members 
Mstep: Class 6 contains 4494 members 
Mstep: Class 7 contains 26859 members 
Mstep: Class 8 contains 637 members 
Mstep: Class 9 contains 12577 members 
Mstep: Class 10 contains 2763 members 
Mstep: Class 11 contains 38284 members 
Mstep: Class 12 contains 23724 members 
Mstep: Class 13 contains 215640 members 
Mstep: Class 14 contains 41576 members 
Mstep: Class 15 contains 5026 members 
Mstep: Class 16 contains 45808 members 
Mstep: Class 17 contains 9963 members 
Mstep: Class 18 contains 14295 members 
Mstep: Class 19 contains 62460 members 
Mstep: Class 20 contains 11263 members 
Mstep: Class 21 contains 15688 members 
Mstep: Class 22 contains 2940 members 
Mstep: Class 23 contains 2545 members 
Mstep: Class 24 contains 18551 members 
Mstep: Class 25 contains 2031 members 
Mstep: Class 26 contains 14601 members 
Mstep: Class 27 contains 5895 members 
Mstep: Class 28 contains 4157 members 
Mstep: Class 29 contains 40241 members 
Mstep: Class 30 contains 4490 members 
Mstep: Class 31 contains 647 members 
Mstep: Class 32 contains 1310 members 
Mstep: Class 33 contains 47744 members 
Mstep: Class 34 contains 1517 members 
Mstep: Class 35 contains 8122 members 
Mstep: Class 36 contains 2463 members 
Mstep: Class 37 contains 165067 members 
Mstep: Class 38 contains 9035 members 
Mstep: Class 39 contains 4086 members 
Mstep: Class 40 contains 4959 members 
Mstep: Class 41 contains 2801 members 
Mstep: Class 42 contains 3582 members 
Mstep: Class 43 contains 526 members 
Mstep: Class 44 contains 3469 members 
Mstep: Class 45 contains 1903 members 
Mstep: Class 46 contains 1035 members 
Mstep: Class 47 contains 4729 members 
Mstep: Class 48 contains 6348 members 
Mstep: Class 49 contains 4269 members 
Mstep: Class 50 contains 5928 members 
Mstep: Class 51 contains 180463 members 
Mstep: Class 52 contains 359 members 
Mstep: Class 53 contains 757 members 
Mstep: Class 54 contains 1272 members 
Mstep: Class 55 contains 3965 members 
Mstep: Class 56 contains 1545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147509344.000000 Penalty: 194265.218750
Iteration 138Q: 57 clusters Score -1.475093e+08 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 51639 members 
Mstep: Class 3 contains 5194 members 
Mstep: Class 4 contains 27340 members 
Mstep: Class 5 contains 9291 members 
Mstep: Class 6 contains 4494 members 
Mstep: Class 7 contains 26855 members 
Mstep: Class 8 contains 636 members 
Mstep: Class 9 contains 12592 members 
Mstep: Class 10 contains 2772 members 
Mstep: Class 11 contains 38282 members 
Mstep: Class 12 contains 23724 members 
Mstep: Class 13 contains 215614 members 
Mstep: Class 14 contains 41568 members 
Mstep: Class 15 contains 5008 members 
Mstep: Class 16 contains 45840 members 
Mstep: Class 17 contains 9943 members 
Mstep: Class 18 contains 14300 members 
Mstep: Class 19 contains 62468 members 
Mstep: Class 20 contains 11244 members 
Mstep: Class 21 contains 15714 members 
Mstep: Class 22 contains 2946 members 
Mstep: Class 23 contains 2547 members 
Mstep: Class 24 contains 18568 members 
Mstep: Class 25 contains 2033 members 
Mstep: Class 26 contains 14934 members 
Mstep: Class 27 contains 5909 members 
Mstep: Class 28 contains 4157 members 
Mstep: Class 29 contains 40097 members 
Mstep: Class 30 contains 4490 members 
Mstep: Class 31 contains 647 members 
Mstep: Class 32 contains 1311 members 
Mstep: Class 33 contains 47680 members 
Mstep: Class 34 contains 1517 members 
Mstep: Class 35 contains 8123 members 
Mstep: Class 36 contains 2463 members 
Mstep: Class 37 contains 165059 members 
Mstep: Class 38 contains 9028 members 
Mstep: Class 39 contains 4091 members 
Mstep: Class 40 contains 4965 members 
Mstep: Class 41 contains 2805 members 
Mstep: Class 42 contains 3594 members 
Mstep: Class 43 contains 526 members 
Mstep: Class 44 contains 3469 members 
Mstep: Class 45 contains 1906 members 
Mstep: Class 46 contains 1035 members 
Mstep: Class 47 contains 4740 members 
Mstep: Class 48 contains 6364 members 
Mstep: Class 49 contains 4267 members 
Mstep: Class 50 contains 5928 members 
Mstep: Class 51 contains 180277 members 
Mstep: Class 52 contains 360 members 
Mstep: Class 53 contains 757 members 
Mstep: Class 54 contains 1273 members 
Mstep: Class 55 contains 3972 members 
Mstep: Class 56 contains 1548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147509360.000000 Penalty: 194265.218750
Iteration 139Q: 57 clusters Score -1.475094e+08 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 51609 members 
Mstep: Class 3 contains 5202 members 
Mstep: Class 4 contains 27334 members 
Mstep: Class 5 contains 9291 members 
Mstep: Class 6 contains 4495 members 
Mstep: Class 7 contains 26847 members 
Mstep: Class 8 contains 636 members 
Mstep: Class 9 contains 12600 members 
Mstep: Class 10 contains 2780 members 
Mstep: Class 11 contains 38278 members 
Mstep: Class 12 contains 23722 members 
Mstep: Class 13 contains 215587 members 
Mstep: Class 14 contains 41551 members 
Mstep: Class 15 contains 5002 members 
Mstep: Class 16 contains 45874 members 
Mstep: Class 17 contains 9934 members 
Mstep: Class 18 contains 14304 members 
Mstep: Class 19 contains 62480 members 
Mstep: Class 20 contains 11225 members 
Mstep: Class 21 contains 15738 members 
Mstep: Class 22 contains 2947 members 
Mstep: Class 23 contains 2549 members 
Mstep: Class 24 contains 18576 members 
Mstep: Class 25 contains 2035 members 
Mstep: Class 26 contains 15241 members 
Mstep: Class 27 contains 5919 members 
Mstep: Class 28 contains 4157 members 
Mstep: Class 29 contains 39968 members 
Mstep: Class 30 contains 4486 members 
Mstep: Class 31 contains 647 members 
Mstep: Class 32 contains 1313 members 
Mstep: Class 33 contains 47626 members 
Mstep: Class 34 contains 1517 members 
Mstep: Class 35 contains 8128 members 
Mstep: Class 36 contains 2464 members 
Mstep: Class 37 contains 165068 members 
Mstep: Class 38 contains 9014 members 
Mstep: Class 39 contains 4098 members 
Mstep: Class 40 contains 4978 members 
Mstep: Class 41 contains 2806 members 
Mstep: Class 42 contains 3601 members 
Mstep: Class 43 contains 526 members 
Mstep: Class 44 contains 3469 members 
Mstep: Class 45 contains 1905 members 
Mstep: Class 46 contains 1039 members 
Mstep: Class 47 contains 4755 members 
Mstep: Class 48 contains 6363 members 
Mstep: Class 49 contains 4267 members 
Mstep: Class 50 contains 5929 members 
Mstep: Class 51 contains 180105 members 
Mstep: Class 52 contains 360 members 
Mstep: Class 53 contains 757 members 
Mstep: Class 54 contains 1274 members 
Mstep: Class 55 contains 3974 members 
Mstep: Class 56 contains 1554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147509776.000000 Penalty: 194265.218750
Iteration 140F: 57 clusters Score -1.475098e+08 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 51583 members 
Mstep: Class 3 contains 5210 members 
Mstep: Class 4 contains 27329 members 
Mstep: Class 5 contains 9284 members 
Mstep: Class 6 contains 4495 members 
Mstep: Class 7 contains 26838 members 
Mstep: Class 8 contains 636 members 
Mstep: Class 9 contains 12615 members 
Mstep: Class 10 contains 2788 members 
Mstep: Class 11 contains 38271 members 
Mstep: Class 12 contains 23720 members 
Mstep: Class 13 contains 215569 members 
Mstep: Class 14 contains 41493 members 
Mstep: Class 15 contains 4992 members 
Mstep: Class 16 contains 45897 members 
Mstep: Class 17 contains 9927 members 
Mstep: Class 18 contains 14305 members 
Mstep: Class 19 contains 62483 members 
Mstep: Class 20 contains 11215 members 
Mstep: Class 21 contains 15740 members 
Mstep: Class 22 contains 2947 members 
Mstep: Class 23 contains 2550 members 
Mstep: Class 24 contains 18583 members 
Mstep: Class 25 contains 2036 members 
Mstep: Class 26 contains 15554 members 
Mstep: Class 27 contains 5927 members 
Mstep: Class 28 contains 4157 members 
Mstep: Class 29 contains 39838 members 
Mstep: Class 30 contains 4483 members 
Mstep: Class 31 contains 647 members 
Mstep: Class 32 contains 1315 members 
Mstep: Class 33 contains 47582 members 
Mstep: Class 34 contains 1517 members 
Mstep: Class 35 contains 8123 members 
Mstep: Class 36 contains 2464 members 
Mstep: Class 37 contains 165047 members 
Mstep: Class 38 contains 9002 members 
Mstep: Class 39 contains 4098 members 
Mstep: Class 40 contains 5041 members 
Mstep: Class 41 contains 2807 members 
Mstep: Class 42 contains 3606 members 
Mstep: Class 43 contains 526 members 
Mstep: Class 44 contains 3470 members 
Mstep: Class 45 contains 1905 members 
Mstep: Class 46 contains 1040 members 
Mstep: Class 47 contains 4768 members 
Mstep: Class 48 contains 6365 members 
Mstep: Class 49 contains 4263 members 
Mstep: Class 50 contains 5930 members 
Mstep: Class 51 contains 179949 members 
Mstep: Class 52 contains 365 members 
Mstep: Class 53 contains 757 members 
Mstep: Class 54 contains 1274 members 
Mstep: Class 55 contains 3997 members 
Mstep: Class 56 contains 1581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147510048.000000 Penalty: 194265.218750
Iteration 141Q: 57 clusters Score -1.4751e+08 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 51565 members 
Mstep: Class 3 contains 5218 members 
Mstep: Class 4 contains 27326 members 
Mstep: Class 5 contains 9283 members 
Mstep: Class 6 contains 4494 members 
Mstep: Class 7 contains 26831 members 
Mstep: Class 8 contains 636 members 
Mstep: Class 9 contains 12625 members 
Mstep: Class 10 contains 2799 members 
Mstep: Class 11 contains 38268 members 
Mstep: Class 12 contains 23716 members 
Mstep: Class 13 contains 215583 members 
Mstep: Class 14 contains 41455 members 
Mstep: Class 15 contains 4992 members 
Mstep: Class 16 contains 45931 members 
Mstep: Class 17 contains 9916 members 
Mstep: Class 18 contains 14301 members 
Mstep: Class 19 contains 62491 members 
Mstep: Class 20 contains 11206 members 
Mstep: Class 21 contains 15748 members 
Mstep: Class 22 contains 2947 members 
Mstep: Class 23 contains 2551 members 
Mstep: Class 24 contains 18583 members 
Mstep: Class 25 contains 2037 members 
Mstep: Class 26 contains 15839 members 
Mstep: Class 27 contains 5942 members 
Mstep: Class 28 contains 4157 members 
Mstep: Class 29 contains 39725 members 
Mstep: Class 30 contains 4479 members 
Mstep: Class 31 contains 647 members 
Mstep: Class 32 contains 1320 members 
Mstep: Class 33 contains 47527 members 
Mstep: Class 34 contains 1517 members 
Mstep: Class 35 contains 8114 members 
Mstep: Class 36 contains 2464 members 
Mstep: Class 37 contains 165038 members 
Mstep: Class 38 contains 8991 members 
Mstep: Class 39 contains 4109 members 
Mstep: Class 40 contains 5080 members 
Mstep: Class 41 contains 2810 members 
Mstep: Class 42 contains 3608 members 
Mstep: Class 43 contains 526 members 
Mstep: Class 44 contains 3471 members 
Mstep: Class 45 contains 1905 members 
Mstep: Class 46 contains 1039 members 
Mstep: Class 47 contains 4776 members 
Mstep: Class 48 contains 6359 members 
Mstep: Class 49 contains 4261 members 
Mstep: Class 50 contains 5932 members 
Mstep: Class 51 contains 179745 members 
Mstep: Class 52 contains 364 members 
Mstep: Class 53 contains 759 members 
Mstep: Class 54 contains 1274 members 
Mstep: Class 55 contains 4020 members 
Mstep: Class 56 contains 1603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147509968.000000 Penalty: 194265.218750
Iteration 142Q: 57 clusters Score -1.4751e+08 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 51551 members 
Mstep: Class 3 contains 5220 members 
Mstep: Class 4 contains 27324 members 
Mstep: Class 5 contains 9281 members 
Mstep: Class 6 contains 4494 members 
Mstep: Class 7 contains 26829 members 
Mstep: Class 8 contains 636 members 
Mstep: Class 9 contains 12636 members 
Mstep: Class 10 contains 2807 members 
Mstep: Class 11 contains 38261 members 
Mstep: Class 12 contains 23715 members 
Mstep: Class 13 contains 215576 members 
Mstep: Class 14 contains 41421 members 
Mstep: Class 15 contains 4980 members 
Mstep: Class 16 contains 45958 members 
Mstep: Class 17 contains 9906 members 
Mstep: Class 18 contains 14294 members 
Mstep: Class 19 contains 62494 members 
Mstep: Class 20 contains 11201 members 
Mstep: Class 21 contains 15760 members 
Mstep: Class 22 contains 2948 members 
Mstep: Class 23 contains 2551 members 
Mstep: Class 24 contains 18591 members 
Mstep: Class 25 contains 2038 members 
Mstep: Class 26 contains 16107 members 
Mstep: Class 27 contains 5954 members 
Mstep: Class 28 contains 4157 members 
Mstep: Class 29 contains 39635 members 
Mstep: Class 30 contains 4476 members 
Mstep: Class 31 contains 648 members 
Mstep: Class 32 contains 1327 members 
Mstep: Class 33 contains 47461 members 
Mstep: Class 34 contains 1516 members 
Mstep: Class 35 contains 8109 members 
Mstep: Class 36 contains 2465 members 
Mstep: Class 37 contains 165010 members 
Mstep: Class 38 contains 8983 members 
Mstep: Class 39 contains 4115 members 
Mstep: Class 40 contains 5122 members 
Mstep: Class 41 contains 2813 members 
Mstep: Class 42 contains 3610 members 
Mstep: Class 43 contains 526 members 
Mstep: Class 44 contains 3472 members 
Mstep: Class 45 contains 1903 members 
Mstep: Class 46 contains 1045 members 
Mstep: Class 47 contains 4784 members 
Mstep: Class 48 contains 6358 members 
Mstep: Class 49 contains 4262 members 
Mstep: Class 50 contains 5935 members 
Mstep: Class 51 contains 179576 members 
Mstep: Class 52 contains 363 members 
Mstep: Class 53 contains 759 members 
Mstep: Class 54 contains 1275 members 
Mstep: Class 55 contains 4041 members 
Mstep: Class 56 contains 1624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147510064.000000 Penalty: 194265.218750
Iteration 143Q: 57 clusters Score -1.475101e+08 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 51528 members 
Mstep: Class 3 contains 5226 members 
Mstep: Class 4 contains 27319 members 
Mstep: Class 5 contains 9282 members 
Mstep: Class 6 contains 4494 members 
Mstep: Class 7 contains 26822 members 
Mstep: Class 8 contains 636 members 
Mstep: Class 9 contains 12645 members 
Mstep: Class 10 contains 2813 members 
Mstep: Class 11 contains 38240 members 
Mstep: Class 12 contains 23716 members 
Mstep: Class 13 contains 215587 members 
Mstep: Class 14 contains 41394 members 
Mstep: Class 15 contains 4981 members 
Mstep: Class 16 contains 45976 members 
Mstep: Class 17 contains 9904 members 
Mstep: Class 18 contains 14284 members 
Mstep: Class 19 contains 62503 members 
Mstep: Class 20 contains 11196 members 
Mstep: Class 21 contains 15786 members 
Mstep: Class 22 contains 2949 members 
Mstep: Class 23 contains 2552 members 
Mstep: Class 24 contains 18589 members 
Mstep: Class 25 contains 2038 members 
Mstep: Class 26 contains 16371 members 
Mstep: Class 27 contains 5966 members 
Mstep: Class 28 contains 4157 members 
Mstep: Class 29 contains 39551 members 
Mstep: Class 30 contains 4473 members 
Mstep: Class 31 contains 648 members 
Mstep: Class 32 contains 1333 members 
Mstep: Class 33 contains 47392 members 
Mstep: Class 34 contains 1514 members 
Mstep: Class 35 contains 8112 members 
Mstep: Class 36 contains 2465 members 
Mstep: Class 37 contains 164992 members 
Mstep: Class 38 contains 8975 members 
Mstep: Class 39 contains 4121 members 
Mstep: Class 40 contains 5151 members 
Mstep: Class 41 contains 2817 members 
Mstep: Class 42 contains 3612 members 
Mstep: Class 43 contains 526 members 
Mstep: Class 44 contains 3472 members 
Mstep: Class 45 contains 1903 members 
Mstep: Class 46 contains 1048 members 
Mstep: Class 47 contains 4793 members 
Mstep: Class 48 contains 6348 members 
Mstep: Class 49 contains 4258 members 
Mstep: Class 50 contains 5940 members 
Mstep: Class 51 contains 179408 members 
Mstep: Class 52 contains 364 members 
Mstep: Class 53 contains 759 members 
Mstep: Class 54 contains 1276 members 
Mstep: Class 55 contains 4060 members 
Mstep: Class 56 contains 1638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147510176.000000 Penalty: 194265.218750
Iteration 144Q: 57 clusters Score -1.475102e+08 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 51516 members 
Mstep: Class 3 contains 5230 members 
Mstep: Class 4 contains 27315 members 
Mstep: Class 5 contains 9286 members 
Mstep: Class 6 contains 4494 members 
Mstep: Class 7 contains 26811 members 
Mstep: Class 8 contains 636 members 
Mstep: Class 9 contains 12658 members 
Mstep: Class 10 contains 2819 members 
Mstep: Class 11 contains 38224 members 
Mstep: Class 12 contains 23717 members 
Mstep: Class 13 contains 215599 members 
Mstep: Class 14 contains 41380 members 
Mstep: Class 15 contains 4991 members 
Mstep: Class 16 contains 46004 members 
Mstep: Class 17 contains 9897 members 
Mstep: Class 18 contains 14275 members 
Mstep: Class 19 contains 62507 members 
Mstep: Class 20 contains 11185 members 
Mstep: Class 21 contains 15803 members 
Mstep: Class 22 contains 2951 members 
Mstep: Class 23 contains 2552 members 
Mstep: Class 24 contains 18599 members 
Mstep: Class 25 contains 2039 members 
Mstep: Class 26 contains 16602 members 
Mstep: Class 27 contains 5987 members 
Mstep: Class 28 contains 4157 members 
Mstep: Class 29 contains 39465 members 
Mstep: Class 30 contains 4472 members 
Mstep: Class 31 contains 648 members 
Mstep: Class 32 contains 1336 members 
Mstep: Class 33 contains 47328 members 
Mstep: Class 34 contains 1510 members 
Mstep: Class 35 contains 8110 members 
Mstep: Class 36 contains 2465 members 
Mstep: Class 37 contains 164971 members 
Mstep: Class 38 contains 8966 members 
Mstep: Class 39 contains 4126 members 
Mstep: Class 40 contains 5171 members 
Mstep: Class 41 contains 2821 members 
Mstep: Class 42 contains 3614 members 
Mstep: Class 43 contains 526 members 
Mstep: Class 44 contains 3472 members 
Mstep: Class 45 contains 1903 members 
Mstep: Class 46 contains 1050 members 
Mstep: Class 47 contains 4801 members 
Mstep: Class 48 contains 6337 members 
Mstep: Class 49 contains 4253 members 
Mstep: Class 50 contains 5943 members 
Mstep: Class 51 contains 179262 members 
Mstep: Class 52 contains 364 members 
Mstep: Class 53 contains 759 members 
Mstep: Class 54 contains 1276 members 
Mstep: Class 55 contains 4073 members 
Mstep: Class 56 contains 1647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147510448.000000 Penalty: 194265.218750
Iteration 145Q: 57 clusters Score -1.475104e+08 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 51506 members 
Mstep: Class 3 contains 5235 members 
Mstep: Class 4 contains 27310 members 
Mstep: Class 5 contains 9286 members 
Mstep: Class 6 contains 4493 members 
Mstep: Class 7 contains 26806 members 
Mstep: Class 8 contains 636 members 
Mstep: Class 9 contains 12668 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 38206 members 
Mstep: Class 12 contains 23717 members 
Mstep: Class 13 contains 215616 members 
Mstep: Class 14 contains 41371 members 
Mstep: Class 15 contains 5001 members 
Mstep: Class 16 contains 46028 members 
Mstep: Class 17 contains 9894 members 
Mstep: Class 18 contains 14265 members 
Mstep: Class 19 contains 62499 members 
Mstep: Class 20 contains 11179 members 
Mstep: Class 21 contains 15814 members 
Mstep: Class 22 contains 2953 members 
Mstep: Class 23 contains 2551 members 
Mstep: Class 24 contains 18611 members 
Mstep: Class 25 contains 2039 members 
Mstep: Class 26 contains 16837 members 
Mstep: Class 27 contains 6013 members 
Mstep: Class 28 contains 4157 members 
Mstep: Class 29 contains 39359 members 
Mstep: Class 30 contains 4470 members 
Mstep: Class 31 contains 648 members 
Mstep: Class 32 contains 1337 members 
Mstep: Class 33 contains 47286 members 
Mstep: Class 34 contains 1506 members 
Mstep: Class 35 contains 8115 members 
Mstep: Class 36 contains 2466 members 
Mstep: Class 37 contains 164959 members 
Mstep: Class 38 contains 8959 members 
Mstep: Class 39 contains 4135 members 
Mstep: Class 40 contains 5177 members 
Mstep: Class 41 contains 2823 members 
Mstep: Class 42 contains 3616 members 
Mstep: Class 43 contains 526 members 
Mstep: Class 44 contains 3471 members 
Mstep: Class 45 contains 1903 members 
Mstep: Class 46 contains 1050 members 
Mstep: Class 47 contains 4808 members 
Mstep: Class 48 contains 6330 members 
Mstep: Class 49 contains 4251 members 
Mstep: Class 50 contains 5945 members 
Mstep: Class 51 contains 179113 members 
Mstep: Class 52 contains 364 members 
Mstep: Class 53 contains 759 members 
Mstep: Class 54 contains 1276 members 
Mstep: Class 55 contains 4077 members 
Mstep: Class 56 contains 1662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147510592.000000 Penalty: 194265.218750
Iteration 146Q: 57 clusters Score -1.475106e+08 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 51494 members 
Mstep: Class 3 contains 5235 members 
Mstep: Class 4 contains 27307 members 
Mstep: Class 5 contains 9281 members 
Mstep: Class 6 contains 4493 members 
Mstep: Class 7 contains 26795 members 
Mstep: Class 8 contains 637 members 
Mstep: Class 9 contains 12673 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 38199 members 
Mstep: Class 12 contains 23716 members 
Mstep: Class 13 contains 215610 members 
Mstep: Class 14 contains 41358 members 
Mstep: Class 15 contains 5012 members 
Mstep: Class 16 contains 46045 members 
Mstep: Class 17 contains 9889 members 
Mstep: Class 18 contains 14271 members 
Mstep: Class 19 contains 62496 members 
Mstep: Class 20 contains 11172 members 
Mstep: Class 21 contains 15817 members 
Mstep: Class 22 contains 2954 members 
Mstep: Class 23 contains 2552 members 
Mstep: Class 24 contains 18625 members 
Mstep: Class 25 contains 2039 members 
Mstep: Class 26 contains 17058 members 
Mstep: Class 27 contains 6041 members 
Mstep: Class 28 contains 4157 members 
Mstep: Class 29 contains 39240 members 
Mstep: Class 30 contains 4471 members 
Mstep: Class 31 contains 648 members 
Mstep: Class 32 contains 1340 members 
Mstep: Class 33 contains 47255 members 
Mstep: Class 34 contains 1496 members 
Mstep: Class 35 contains 8118 members 
Mstep: Class 36 contains 2467 members 
Mstep: Class 37 contains 164944 members 
Mstep: Class 38 contains 8952 members 
Mstep: Class 39 contains 4141 members 
Mstep: Class 40 contains 5181 members 
Mstep: Class 41 contains 2825 members 
Mstep: Class 42 contains 3617 members 
Mstep: Class 43 contains 526 members 
Mstep: Class 44 contains 3471 members 
Mstep: Class 45 contains 1903 members 
Mstep: Class 46 contains 1052 members 
Mstep: Class 47 contains 4811 members 
Mstep: Class 48 contains 6322 members 
Mstep: Class 49 contains 4250 members 
Mstep: Class 50 contains 5949 members 
Mstep: Class 51 contains 179022 members 
Mstep: Class 52 contains 364 members 
Mstep: Class 53 contains 759 members 
Mstep: Class 54 contains 1277 members 
Mstep: Class 55 contains 4079 members 
Mstep: Class 56 contains 1676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147510768.000000 Penalty: 194265.218750
Iteration 147Q: 57 clusters Score -1.475108e+08 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 51482 members 
Mstep: Class 3 contains 5237 members 
Mstep: Class 4 contains 27303 members 
Mstep: Class 5 contains 9276 members 
Mstep: Class 6 contains 4493 members 
Mstep: Class 7 contains 26790 members 
Mstep: Class 8 contains 637 members 
Mstep: Class 9 contains 12680 members 
Mstep: Class 10 contains 2822 members 
Mstep: Class 11 contains 38183 members 
Mstep: Class 12 contains 23717 members 
Mstep: Class 13 contains 215623 members 
Mstep: Class 14 contains 41340 members 
Mstep: Class 15 contains 5042 members 
Mstep: Class 16 contains 46063 members 
Mstep: Class 17 contains 9886 members 
Mstep: Class 18 contains 14273 members 
Mstep: Class 19 contains 62493 members 
Mstep: Class 20 contains 11167 members 
Mstep: Class 21 contains 15834 members 
Mstep: Class 22 contains 2954 members 
Mstep: Class 23 contains 2553 members 
Mstep: Class 24 contains 18636 members 
Mstep: Class 25 contains 2040 members 
Mstep: Class 26 contains 17296 members 
Mstep: Class 27 contains 6058 members 
Mstep: Class 28 contains 4157 members 
Mstep: Class 29 contains 39142 members 
Mstep: Class 30 contains 4472 members 
Mstep: Class 31 contains 648 members 
Mstep: Class 32 contains 1344 members 
Mstep: Class 33 contains 47228 members 
Mstep: Class 34 contains 1469 members 
Mstep: Class 35 contains 8120 members 
Mstep: Class 36 contains 2468 members 
Mstep: Class 37 contains 164938 members 
Mstep: Class 38 contains 8949 members 
Mstep: Class 39 contains 4149 members 
Mstep: Class 40 contains 5188 members 
Mstep: Class 41 contains 2827 members 
Mstep: Class 42 contains 3619 members 
Mstep: Class 43 contains 526 members 
Mstep: Class 44 contains 3471 members 
Mstep: Class 45 contains 1903 members 
Mstep: Class 46 contains 1053 members 
Mstep: Class 47 contains 4814 members 
Mstep: Class 48 contains 6311 members 
Mstep: Class 49 contains 4250 members 
Mstep: Class 50 contains 5947 members 
Mstep: Class 51 contains 178865 members 
Mstep: Class 52 contains 364 members 
Mstep: Class 53 contains 759 members 
Mstep: Class 54 contains 1280 members 
Mstep: Class 55 contains 4084 members 
Mstep: Class 56 contains 1680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147511360.000000 Penalty: 194265.218750
Iteration 148Q: 57 clusters Score -1.475114e+08 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 51479 members 
Mstep: Class 3 contains 5241 members 
Mstep: Class 4 contains 27299 members 
Mstep: Class 5 contains 9272 members 
Mstep: Class 6 contains 4493 members 
Mstep: Class 7 contains 26784 members 
Mstep: Class 8 contains 637 members 
Mstep: Class 9 contains 12680 members 
Mstep: Class 10 contains 2823 members 
Mstep: Class 11 contains 38170 members 
Mstep: Class 12 contains 23717 members 
Mstep: Class 13 contains 215623 members 
Mstep: Class 14 contains 41322 members 
Mstep: Class 15 contains 5053 members 
Mstep: Class 16 contains 46081 members 
Mstep: Class 17 contains 9883 members 
Mstep: Class 18 contains 14277 members 
Mstep: Class 19 contains 62492 members 
Mstep: Class 20 contains 11164 members 
Mstep: Class 21 contains 15849 members 
Mstep: Class 22 contains 2954 members 
Mstep: Class 23 contains 2553 members 
Mstep: Class 24 contains 18641 members 
Mstep: Class 25 contains 2043 members 
Mstep: Class 26 contains 17549 members 
Mstep: Class 27 contains 6074 members 
Mstep: Class 28 contains 4157 members 
Mstep: Class 29 contains 39052 members 
Mstep: Class 30 contains 4473 members 
Mstep: Class 31 contains 648 members 
Mstep: Class 32 contains 1349 members 
Mstep: Class 33 contains 47192 members 
Mstep: Class 34 contains 1458 members 
Mstep: Class 35 contains 8123 members 
Mstep: Class 36 contains 2467 members 
Mstep: Class 37 contains 164931 members 
Mstep: Class 38 contains 8941 members 
Mstep: Class 39 contains 4157 members 
Mstep: Class 40 contains 5194 members 
Mstep: Class 41 contains 2831 members 
Mstep: Class 42 contains 3620 members 
Mstep: Class 43 contains 526 members 
Mstep: Class 44 contains 3471 members 
Mstep: Class 45 contains 1904 members 
Mstep: Class 46 contains 1054 members 
Mstep: Class 47 contains 4816 members 
Mstep: Class 48 contains 6302 members 
Mstep: Class 49 contains 4249 members 
Mstep: Class 50 contains 5949 members 
Mstep: Class 51 contains 178701 members 
Mstep: Class 52 contains 366 members 
Mstep: Class 53 contains 758 members 
Mstep: Class 54 contains 1282 members 
Mstep: Class 55 contains 4091 members 
Mstep: Class 56 contains 1688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147511312.000000 Penalty: 194265.218750
Iteration 149Q: 57 clusters Score -1.475113e+08 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 51475 members 
Mstep: Class 3 contains 5242 members 
Mstep: Class 4 contains 27296 members 
Mstep: Class 5 contains 9267 members 
Mstep: Class 6 contains 4493 members 
Mstep: Class 7 contains 26778 members 
Mstep: Class 8 contains 636 members 
Mstep: Class 9 contains 12686 members 
Mstep: Class 10 contains 2826 members 
Mstep: Class 11 contains 38162 members 
Mstep: Class 12 contains 23715 members 
Mstep: Class 13 contains 215625 members 
Mstep: Class 14 contains 41316 members 
Mstep: Class 15 contains 5048 members 
Mstep: Class 16 contains 46103 members 
Mstep: Class 17 contains 9879 members 
Mstep: Class 18 contains 14278 members 
Mstep: Class 19 contains 62489 members 
Mstep: Class 20 contains 11160 members 
Mstep: Class 21 contains 15859 members 
Mstep: Class 22 contains 2955 members 
Mstep: Class 23 contains 2553 members 
Mstep: Class 24 contains 18641 members 
Mstep: Class 25 contains 2043 members 
Mstep: Class 26 contains 17804 members 
Mstep: Class 27 contains 6088 members 
Mstep: Class 28 contains 4157 members 
Mstep: Class 29 contains 38967 members 
Mstep: Class 30 contains 4473 members 
Mstep: Class 31 contains 649 members 
Mstep: Class 32 contains 1349 members 
Mstep: Class 33 contains 47158 members 
Mstep: Class 34 contains 1458 members 
Mstep: Class 35 contains 8124 members 
Mstep: Class 36 contains 2467 members 
Mstep: Class 37 contains 164927 members 
Mstep: Class 38 contains 8933 members 
Mstep: Class 39 contains 4171 members 
Mstep: Class 40 contains 5195 members 
Mstep: Class 41 contains 2833 members 
Mstep: Class 42 contains 3620 members 
Mstep: Class 43 contains 526 members 
Mstep: Class 44 contains 3471 members 
Mstep: Class 45 contains 1906 members 
Mstep: Class 46 contains 1057 members 
Mstep: Class 47 contains 4821 members 
Mstep: Class 48 contains 6302 members 
Mstep: Class 49 contains 4246 members 
Mstep: Class 50 contains 5950 members 
Mstep: Class 51 contains 178527 members 
Mstep: Class 52 contains 366 members 
Mstep: Class 53 contains 757 members 
Mstep: Class 54 contains 1285 members 
Mstep: Class 55 contains 4096 members 
Mstep: Class 56 contains 1695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147511248.000000 Penalty: 194265.218750
Iteration 150Q: 57 clusters Score -1.475112e+08 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 51455 members 
Mstep: Class 3 contains 5241 members 
Mstep: Class 4 contains 27296 members 
Mstep: Class 5 contains 9257 members 
Mstep: Class 6 contains 4493 members 
Mstep: Class 7 contains 26772 members 
Mstep: Class 8 contains 638 members 
Mstep: Class 9 contains 12687 members 
Mstep: Class 10 contains 2831 members 
Mstep: Class 11 contains 38164 members 
Mstep: Class 12 contains 23715 members 
Mstep: Class 13 contains 215631 members 
Mstep: Class 14 contains 41310 members 
Mstep: Class 15 contains 5038 members 
Mstep: Class 16 contains 46118 members 
Mstep: Class 17 contains 9882 members 
Mstep: Class 18 contains 14276 members 
Mstep: Class 19 contains 62486 members 
Mstep: Class 20 contains 11158 members 
Mstep: Class 21 contains 15867 members 
Mstep: Class 22 contains 2956 members 
Mstep: Class 23 contains 2553 members 
Mstep: Class 24 contains 18636 members 
Mstep: Class 25 contains 2044 members 
Mstep: Class 26 contains 18065 members 
Mstep: Class 27 contains 6100 members 
Mstep: Class 28 contains 4157 members 
Mstep: Class 29 contains 38887 members 
Mstep: Class 30 contains 4474 members 
Mstep: Class 31 contains 650 members 
Mstep: Class 32 contains 1356 members 
Mstep: Class 33 contains 47137 members 
Mstep: Class 34 contains 1458 members 
Mstep: Class 35 contains 8125 members 
Mstep: Class 36 contains 2466 members 
Mstep: Class 37 contains 164915 members 
Mstep: Class 38 contains 8930 members 
Mstep: Class 39 contains 4186 members 
Mstep: Class 40 contains 5198 members 
Mstep: Class 41 contains 2835 members 
Mstep: Class 42 contains 3622 members 
Mstep: Class 43 contains 527 members 
Mstep: Class 44 contains 3472 members 
Mstep: Class 45 contains 1906 members 
Mstep: Class 46 contains 1058 members 
Mstep: Class 47 contains 4831 members 
Mstep: Class 48 contains 6296 members 
Mstep: Class 49 contains 4245 members 
Mstep: Class 50 contains 5949 members 
Mstep: Class 51 contains 178347 members 
Mstep: Class 52 contains 367 members 
Mstep: Class 53 contains 758 members 
Mstep: Class 54 contains 1287 members 
Mstep: Class 55 contains 4096 members 
Mstep: Class 56 contains 1699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147511072.000000 Penalty: 194265.218750
Iteration 151Q: 57 clusters Score -1.475111e+08 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 51434 members 
Mstep: Class 3 contains 5243 members 
Mstep: Class 4 contains 27295 members 
Mstep: Class 5 contains 9254 members 
Mstep: Class 6 contains 4493 members 
Mstep: Class 7 contains 26766 members 
Mstep: Class 8 contains 639 members 
Mstep: Class 9 contains 12688 members 
Mstep: Class 10 contains 2833 members 
Mstep: Class 11 contains 38163 members 
Mstep: Class 12 contains 23714 members 
Mstep: Class 13 contains 215623 members 
Mstep: Class 14 contains 41296 members 
Mstep: Class 15 contains 5036 members 
Mstep: Class 16 contains 46128 members 
Mstep: Class 17 contains 9880 members 
Mstep: Class 18 contains 14271 members 
Mstep: Class 19 contains 62483 members 
Mstep: Class 20 contains 11158 members 
Mstep: Class 21 contains 15885 members 
Mstep: Class 22 contains 2958 members 
Mstep: Class 23 contains 2553 members 
Mstep: Class 24 contains 18634 members 
Mstep: Class 25 contains 2046 members 
Mstep: Class 26 contains 18327 members 
Mstep: Class 27 contains 6112 members 
Mstep: Class 28 contains 4157 members 
Mstep: Class 29 contains 38806 members 
Mstep: Class 30 contains 4476 members 
Mstep: Class 31 contains 650 members 
Mstep: Class 32 contains 1359 members 
Mstep: Class 33 contains 47124 members 
Mstep: Class 34 contains 1458 members 
Mstep: Class 35 contains 8127 members 
Mstep: Class 36 contains 2466 members 
Mstep: Class 37 contains 164920 members 
Mstep: Class 38 contains 8923 members 
Mstep: Class 39 contains 4200 members 
Mstep: Class 40 contains 5200 members 
Mstep: Class 41 contains 2841 members 
Mstep: Class 42 contains 3622 members 
Mstep: Class 43 contains 529 members 
Mstep: Class 44 contains 3473 members 
Mstep: Class 45 contains 1906 members 
Mstep: Class 46 contains 1059 members 
Mstep: Class 47 contains 4833 members 
Mstep: Class 48 contains 6290 members 
Mstep: Class 49 contains 4245 members 
Mstep: Class 50 contains 5948 members 
Mstep: Class 51 contains 178157 members 
Mstep: Class 52 contains 364 members 
Mstep: Class 53 contains 758 members 
Mstep: Class 54 contains 1291 members 
Mstep: Class 55 contains 4097 members 
Mstep: Class 56 contains 1712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147511312.000000 Penalty: 194265.218750
Iteration 152Q: 57 clusters Score -1.475113e+08 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 51428 members 
Mstep: Class 3 contains 5244 members 
Mstep: Class 4 contains 27295 members 
Mstep: Class 5 contains 9251 members 
Mstep: Class 6 contains 4493 members 
Mstep: Class 7 contains 26761 members 
Mstep: Class 8 contains 640 members 
Mstep: Class 9 contains 12689 members 
Mstep: Class 10 contains 2836 members 
Mstep: Class 11 contains 38157 members 
Mstep: Class 12 contains 23713 members 
Mstep: Class 13 contains 215612 members 
Mstep: Class 14 contains 41293 members 
Mstep: Class 15 contains 5034 members 
Mstep: Class 16 contains 46136 members 
Mstep: Class 17 contains 9876 members 
Mstep: Class 18 contains 14275 members 
Mstep: Class 19 contains 62488 members 
Mstep: Class 20 contains 11156 members 
Mstep: Class 21 contains 15888 members 
Mstep: Class 22 contains 2958 members 
Mstep: Class 23 contains 2553 members 
Mstep: Class 24 contains 18628 members 
Mstep: Class 25 contains 2047 members 
Mstep: Class 26 contains 18545 members 
Mstep: Class 27 contains 6118 members 
Mstep: Class 28 contains 4157 members 
Mstep: Class 29 contains 38721 members 
Mstep: Class 30 contains 4477 members 
Mstep: Class 31 contains 652 members 
Mstep: Class 32 contains 1366 members 
Mstep: Class 33 contains 47105 members 
Mstep: Class 34 contains 1458 members 
Mstep: Class 35 contains 8129 members 
Mstep: Class 36 contains 2467 members 
Mstep: Class 37 contains 164901 members 
Mstep: Class 38 contains 8919 members 
Mstep: Class 39 contains 4210 members 
Mstep: Class 40 contains 5207 members 
Mstep: Class 41 contains 2848 members 
Mstep: Class 42 contains 3622 members 
Mstep: Class 43 contains 529 members 
Mstep: Class 44 contains 3473 members 
Mstep: Class 45 contains 1906 members 
Mstep: Class 46 contains 1059 members 
Mstep: Class 47 contains 4839 members 
Mstep: Class 48 contains 6277 members 
Mstep: Class 49 contains 4244 members 
Mstep: Class 50 contains 5949 members 
Mstep: Class 51 contains 178036 members 
Mstep: Class 52 contains 362 members 
Mstep: Class 53 contains 758 members 
Mstep: Class 54 contains 1297 members 
Mstep: Class 55 contains 4097 members 
Mstep: Class 56 contains 1724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147511232.000000 Penalty: 194265.218750
Iteration 153Q: 57 clusters Score -1.475112e+08 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 51416 members 
Mstep: Class 3 contains 5244 members 
Mstep: Class 4 contains 27295 members 
Mstep: Class 5 contains 9247 members 
Mstep: Class 6 contains 4494 members 
Mstep: Class 7 contains 26758 members 
Mstep: Class 8 contains 638 members 
Mstep: Class 9 contains 12690 members 
Mstep: Class 10 contains 2837 members 
Mstep: Class 11 contains 38148 members 
Mstep: Class 12 contains 23712 members 
Mstep: Class 13 contains 215607 members 
Mstep: Class 14 contains 41295 members 
Mstep: Class 15 contains 5035 members 
Mstep: Class 16 contains 46158 members 
Mstep: Class 17 contains 9874 members 
Mstep: Class 18 contains 14276 members 
Mstep: Class 19 contains 62490 members 
Mstep: Class 20 contains 11156 members 
Mstep: Class 21 contains 15899 members 
Mstep: Class 22 contains 2959 members 
Mstep: Class 23 contains 2554 members 
Mstep: Class 24 contains 18632 members 
Mstep: Class 25 contains 2047 members 
Mstep: Class 26 contains 18744 members 
Mstep: Class 27 contains 6124 members 
Mstep: Class 28 contains 4157 members 
Mstep: Class 29 contains 38661 members 
Mstep: Class 30 contains 4476 members 
Mstep: Class 31 contains 653 members 
Mstep: Class 32 contains 1374 members 
Mstep: Class 33 contains 47077 members 
Mstep: Class 34 contains 1458 members 
Mstep: Class 35 contains 8130 members 
Mstep: Class 36 contains 2467 members 
Mstep: Class 37 contains 164885 members 
Mstep: Class 38 contains 8915 members 
Mstep: Class 39 contains 4217 members 
Mstep: Class 40 contains 5212 members 
Mstep: Class 41 contains 2854 members 
Mstep: Class 42 contains 3622 members 
Mstep: Class 43 contains 531 members 
Mstep: Class 44 contains 3473 members 
Mstep: Class 45 contains 1906 members 
Mstep: Class 46 contains 1059 members 
Mstep: Class 47 contains 4843 members 
Mstep: Class 48 contains 6264 members 
Mstep: Class 49 contains 4242 members 
Mstep: Class 50 contains 5950 members 
Mstep: Class 51 contains 177894 members 
Mstep: Class 52 contains 359 members 
Mstep: Class 53 contains 759 members 
Mstep: Class 54 contains 1301 members 
Mstep: Class 55 contains 4101 members 
Mstep: Class 56 contains 1733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147511408.000000 Penalty: 194265.218750
Iteration 154Q: 57 clusters Score -1.475114e+08 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 51410 members 
Mstep: Class 3 contains 5245 members 
Mstep: Class 4 contains 27294 members 
Mstep: Class 5 contains 9245 members 
Mstep: Class 6 contains 4494 members 
Mstep: Class 7 contains 26753 members 
Mstep: Class 8 contains 637 members 
Mstep: Class 9 contains 12691 members 
Mstep: Class 10 contains 2838 members 
Mstep: Class 11 contains 38145 members 
Mstep: Class 12 contains 23711 members 
Mstep: Class 13 contains 215607 members 
Mstep: Class 14 contains 41295 members 
Mstep: Class 15 contains 5033 members 
Mstep: Class 16 contains 46173 members 
Mstep: Class 17 contains 9870 members 
Mstep: Class 18 contains 14270 members 
Mstep: Class 19 contains 62489 members 
Mstep: Class 20 contains 11152 members 
Mstep: Class 21 contains 15910 members 
Mstep: Class 22 contains 2962 members 
Mstep: Class 23 contains 2554 members 
Mstep: Class 24 contains 18633 members 
Mstep: Class 25 contains 2046 members 
Mstep: Class 26 contains 18933 members 
Mstep: Class 27 contains 6133 members 
Mstep: Class 28 contains 4157 members 
Mstep: Class 29 contains 38601 members 
Mstep: Class 30 contains 4474 members 
Mstep: Class 31 contains 654 members 
Mstep: Class 32 contains 1377 members 
Mstep: Class 33 contains 47052 members 
Mstep: Class 34 contains 1457 members 
Mstep: Class 35 contains 8133 members 
Mstep: Class 36 contains 2467 members 
Mstep: Class 37 contains 164874 members 
Mstep: Class 38 contains 8912 members 
Mstep: Class 39 contains 4223 members 
Mstep: Class 40 contains 5222 members 
Mstep: Class 41 contains 2858 members 
Mstep: Class 42 contains 3625 members 
Mstep: Class 43 contains 531 members 
Mstep: Class 44 contains 3473 members 
Mstep: Class 45 contains 1906 members 
Mstep: Class 46 contains 1060 members 
Mstep: Class 47 contains 4847 members 
Mstep: Class 48 contains 6253 members 
Mstep: Class 49 contains 4240 members 
Mstep: Class 50 contains 5951 members 
Mstep: Class 51 contains 177761 members 
Mstep: Class 52 contains 361 members 
Mstep: Class 53 contains 759 members 
Mstep: Class 54 contains 1308 members 
Mstep: Class 55 contains 4101 members 
Mstep: Class 56 contains 1742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147511744.000000 Penalty: 194265.218750
Iteration 155Q: 57 clusters Score -1.475117e+08 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 51414 members 
Mstep: Class 3 contains 5246 members 
Mstep: Class 4 contains 27293 members 
Mstep: Class 5 contains 9244 members 
Mstep: Class 6 contains 4494 members 
Mstep: Class 7 contains 26747 members 
Mstep: Class 8 contains 638 members 
Mstep: Class 9 contains 12700 members 
Mstep: Class 10 contains 2839 members 
Mstep: Class 11 contains 38142 members 
Mstep: Class 12 contains 23712 members 
Mstep: Class 13 contains 215621 members 
Mstep: Class 14 contains 41300 members 
Mstep: Class 15 contains 5032 members 
Mstep: Class 16 contains 46179 members 
Mstep: Class 17 contains 9858 members 
Mstep: Class 18 contains 14270 members 
Mstep: Class 19 contains 62489 members 
Mstep: Class 20 contains 11150 members 
Mstep: Class 21 contains 15923 members 
Mstep: Class 22 contains 2963 members 
Mstep: Class 23 contains 2555 members 
Mstep: Class 24 contains 18632 members 
Mstep: Class 25 contains 2046 members 
Mstep: Class 26 contains 19110 members 
Mstep: Class 27 contains 6138 members 
Mstep: Class 28 contains 4157 members 
Mstep: Class 29 contains 38539 members 
Mstep: Class 30 contains 4474 members 
Mstep: Class 31 contains 654 members 
Mstep: Class 32 contains 1383 members 
Mstep: Class 33 contains 47023 members 
Mstep: Class 34 contains 1454 members 
Mstep: Class 35 contains 8133 members 
Mstep: Class 36 contains 2466 members 
Mstep: Class 37 contains 164860 members 
Mstep: Class 38 contains 8904 members 
Mstep: Class 39 contains 4229 members 
Mstep: Class 40 contains 5231 members 
Mstep: Class 41 contains 2864 members 
Mstep: Class 42 contains 3626 members 
Mstep: Class 43 contains 531 members 
Mstep: Class 44 contains 3473 members 
Mstep: Class 45 contains 1907 members 
Mstep: Class 46 contains 1059 members 
Mstep: Class 47 contains 4852 members 
Mstep: Class 48 contains 6244 members 
Mstep: Class 49 contains 4238 members 
Mstep: Class 50 contains 5950 members 
Mstep: Class 51 contains 177633 members 
Mstep: Class 52 contains 363 members 
Mstep: Class 53 contains 760 members 
Mstep: Class 54 contains 1311 members 
Mstep: Class 55 contains 4101 members 
Mstep: Class 56 contains 1747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147511792.000000 Penalty: 194265.218750
Iteration 156Q: 57 clusters Score -1.475118e+08 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 51419 members 
Mstep: Class 3 contains 5247 members 
Mstep: Class 4 contains 27293 members 
Mstep: Class 5 contains 9242 members 
Mstep: Class 6 contains 4494 members 
Mstep: Class 7 contains 26745 members 
Mstep: Class 8 contains 638 members 
Mstep: Class 9 contains 12705 members 
Mstep: Class 10 contains 2838 members 
Mstep: Class 11 contains 38143 members 
Mstep: Class 12 contains 23714 members 
Mstep: Class 13 contains 215645 members 
Mstep: Class 14 contains 41285 members 
Mstep: Class 15 contains 5031 members 
Mstep: Class 16 contains 46186 members 
Mstep: Class 17 contains 9849 members 
Mstep: Class 18 contains 14272 members 
Mstep: Class 19 contains 62490 members 
Mstep: Class 20 contains 11147 members 
Mstep: Class 21 contains 15939 members 
Mstep: Class 22 contains 2963 members 
Mstep: Class 23 contains 2557 members 
Mstep: Class 24 contains 18629 members 
Mstep: Class 25 contains 2045 members 
Mstep: Class 26 contains 19277 members 
Mstep: Class 27 contains 6146 members 
Mstep: Class 28 contains 4157 members 
Mstep: Class 29 contains 38470 members 
Mstep: Class 30 contains 4480 members 
Mstep: Class 31 contains 654 members 
Mstep: Class 32 contains 1389 members 
Mstep: Class 33 contains 47003 members 
Mstep: Class 34 contains 1446 members 
Mstep: Class 35 contains 8133 members 
Mstep: Class 36 contains 2465 members 
Mstep: Class 37 contains 164851 members 
Mstep: Class 38 contains 8897 members 
Mstep: Class 39 contains 4236 members 
Mstep: Class 40 contains 5241 members 
Mstep: Class 41 contains 2865 members 
Mstep: Class 42 contains 3628 members 
Mstep: Class 43 contains 531 members 
Mstep: Class 44 contains 3473 members 
Mstep: Class 45 contains 1906 members 
Mstep: Class 46 contains 1060 members 
Mstep: Class 47 contains 4859 members 
Mstep: Class 48 contains 6232 members 
Mstep: Class 49 contains 4239 members 
Mstep: Class 50 contains 5950 members 
Mstep: Class 51 contains 177504 members 
Mstep: Class 52 contains 371 members 
Mstep: Class 53 contains 760 members 
Mstep: Class 54 contains 1317 members 
Mstep: Class 55 contains 4097 members 
Mstep: Class 56 contains 1748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147512160.000000 Penalty: 194265.218750
Iteration 157Q: 57 clusters Score -1.475122e+08 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 51417 members 
Mstep: Class 3 contains 5248 members 
Mstep: Class 4 contains 27292 members 
Mstep: Class 5 contains 9236 members 
Mstep: Class 6 contains 4494 members 
Mstep: Class 7 contains 26742 members 
Mstep: Class 8 contains 639 members 
Mstep: Class 9 contains 12709 members 
Mstep: Class 10 contains 2840 members 
Mstep: Class 11 contains 38148 members 
Mstep: Class 12 contains 23714 members 
Mstep: Class 13 contains 215662 members 
Mstep: Class 14 contains 41280 members 
Mstep: Class 15 contains 5034 members 
Mstep: Class 16 contains 46192 members 
Mstep: Class 17 contains 9840 members 
Mstep: Class 18 contains 14265 members 
Mstep: Class 19 contains 62493 members 
Mstep: Class 20 contains 11144 members 
Mstep: Class 21 contains 15952 members 
Mstep: Class 22 contains 2964 members 
Mstep: Class 23 contains 2560 members 
Mstep: Class 24 contains 18624 members 
Mstep: Class 25 contains 2046 members 
Mstep: Class 26 contains 19436 members 
Mstep: Class 27 contains 6152 members 
Mstep: Class 28 contains 4157 members 
Mstep: Class 29 contains 38409 members 
Mstep: Class 30 contains 4486 members 
Mstep: Class 31 contains 654 members 
Mstep: Class 32 contains 1391 members 
Mstep: Class 33 contains 46969 members 
Mstep: Class 34 contains 1440 members 
Mstep: Class 35 contains 8134 members 
Mstep: Class 36 contains 2463 members 
Mstep: Class 37 contains 164839 members 
Mstep: Class 38 contains 8897 members 
Mstep: Class 39 contains 4252 members 
Mstep: Class 40 contains 5245 members 
Mstep: Class 41 contains 2865 members 
Mstep: Class 42 contains 3630 members 
Mstep: Class 43 contains 531 members 
Mstep: Class 44 contains 3473 members 
Mstep: Class 45 contains 1906 members 
Mstep: Class 46 contains 1061 members 
Mstep: Class 47 contains 4867 members 
Mstep: Class 48 contains 6212 members 
Mstep: Class 49 contains 4238 members 
Mstep: Class 50 contains 5946 members 
Mstep: Class 51 contains 177400 members 
Mstep: Class 52 contains 376 members 
Mstep: Class 53 contains 759 members 
Mstep: Class 54 contains 1332 members 
Mstep: Class 55 contains 4096 members 
Mstep: Class 56 contains 1750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147511968.000000 Penalty: 194265.218750
Iteration 158Q: 57 clusters Score -1.47512e+08 nChanged 655
Entering ConstructFrom: 
Score: -147511968.000000 Penalty: 194265.218750
Entering ConstructFrom: 
Trying to split cluster 1 (303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Entering Unmasked Estep 
Score: -24181.154297 Penalty: 1417.005737
	Iteration 0F: 2 clusters Score -24181.15 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 168 members 
Entering Unmasked Estep 
Score: -23164.292969 Penalty: 2834.011475
	Iteration 0F: 3 clusters Score -23164.29 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -23454.966797 Penalty: 2834.011475
	Iteration 1F: 3 clusters Score -23454.97 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -23531.722656 Penalty: 2834.011475
	Iteration 2F: 3 clusters Score -23531.72 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -23564.128906 Penalty: 2834.011475
	Iteration 3Q: 3 clusters Score -23564.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -23581.513672 Penalty: 2834.011475
	Iteration 4Q: 3 clusters Score -23581.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -23621.664062 Penalty: 2834.011475
	Iteration 5Q: 3 clusters Score -23621.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -23628.240234 Penalty: 2834.011475
	Iteration 6Q: 3 clusters Score -23628.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -23628.240234 Penalty: 2834.011475
	Iteration 7F: 3 clusters Score -23628.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (51422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51422 members 
Entering Unmasked Estep 
Score: -6160933.500000 Penalty: 2690.259766
	Iteration 0F: 2 clusters Score -6160934 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25879 members 
Mstep: Class 2 contains 25543 members 
Entering Unmasked Estep 
Score: -6126240.500000 Penalty: 5380.519531
	Iteration 0F: 3 clusters Score -6126240 nChanged 23850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27279 members 
Mstep: Class 2 contains 24143 members 
Entering Unmasked Estep 
Score: -6139471.000000 Penalty: 5380.519531
	Iteration 1F: 3 clusters Score -6139471 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28255 members 
Mstep: Class 2 contains 23167 members 
Entering Unmasked Estep 
Score: -6140404.500000 Penalty: 5380.519531
	Iteration 2Q: 3 clusters Score -6140404 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29614 members 
Mstep: Class 2 contains 21808 members 
Entering Unmasked Estep 
Score: -6141580.500000 Penalty: 5380.519531
	Iteration 3Q: 3 clusters Score -6141580 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31294 members 
Mstep: Class 2 contains 20128 members 
Entering Unmasked Estep 
Score: -6143035.500000 Penalty: 5380.519531
	Iteration 4F: 3 clusters Score -6143036 nChanged 2912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33340 members 
Mstep: Class 2 contains 18082 members 
Entering Unmasked Estep 
Score: -6144684.000000 Penalty: 5380.519531
	Iteration 5F: 3 clusters Score -6144684 nChanged 3090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35762 members 
Mstep: Class 2 contains 15660 members 
Entering Unmasked Estep 
Score: -6146739.000000 Penalty: 5380.519531
	Iteration 6F: 3 clusters Score -6146739 nChanged 3191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38515 members 
Mstep: Class 2 contains 12907 members 
Entering Unmasked Estep 
Score: -6149144.000000 Penalty: 5380.519531
	Iteration 7F: 3 clusters Score -6149144 nChanged 3097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41294 members 
Mstep: Class 2 contains 10128 members 
Entering Unmasked Estep 
Score: -6151631.000000 Penalty: 5380.519531
	Iteration 8F: 3 clusters Score -6151631 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43764 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -6153758.500000 Penalty: 5380.519531
	Iteration 9F: 3 clusters Score -6153758 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45692 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -6155448.000000 Penalty: 5380.519531
	Iteration 10Q: 3 clusters Score -6155448 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47069 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -6156657.500000 Penalty: 5380.519531
	Iteration 11Q: 3 clusters Score -6156658 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48024 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -6157370.000000 Penalty: 5380.519531
	Iteration 12Q: 3 clusters Score -6157370 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48677 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -6157784.000000 Penalty: 5380.519531
	Iteration 13Q: 3 clusters Score -6157784 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49150 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -6158077.000000 Penalty: 5380.519531
	Iteration 14Q: 3 clusters Score -6158077 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49474 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -6158278.500000 Penalty: 5380.519531
	Iteration 15Q: 3 clusters Score -6158278 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49734 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -6158449.500000 Penalty: 5380.519531
	Iteration 16Q: 3 clusters Score -6158450 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49915 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -6158550.000000 Penalty: 5380.519531
	Iteration 17Q: 3 clusters Score -6158550 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50030 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -6158619.000000 Penalty: 5380.519531
	Iteration 18Q: 3 clusters Score -6158619 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50132 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -6158671.000000 Penalty: 5380.519531
	Iteration 19Q: 3 clusters Score -6158671 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50208 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -6158716.000000 Penalty: 5380.519531
	Iteration 20F: 3 clusters Score -6158716 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50266 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -6158767.500000 Penalty: 5380.519531
	Iteration 21Q: 3 clusters Score -6158768 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50320 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -6158800.000000 Penalty: 5380.519531
	Iteration 22Q: 3 clusters Score -6158800 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50370 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -6158829.500000 Penalty: 5380.519531
	Iteration 23Q: 3 clusters Score -6158830 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50400 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -6158852.500000 Penalty: 5380.519531
	Iteration 24Q: 3 clusters Score -6158852 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50428 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -6158865.000000 Penalty: 5380.519531
	Iteration 25Q: 3 clusters Score -6158865 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50454 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -6158880.000000 Penalty: 5380.519531
	Iteration 26Q: 3 clusters Score -6158880 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50472 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -6158884.000000 Penalty: 5380.519531
	Iteration 27Q: 3 clusters Score -6158884 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50485 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -6158899.000000 Penalty: 5380.519531
	Iteration 28Q: 3 clusters Score -6158899 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50493 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -6158907.500000 Penalty: 5380.519531
	Iteration 29Q: 3 clusters Score -6158908 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50499 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -6158903.000000 Penalty: 5380.519531
	Iteration 30Q: 3 clusters Score -6158903 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50502 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -6158911.000000 Penalty: 5380.519531
	Iteration 31Q: 3 clusters Score -6158911 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50503 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -6158909.500000 Penalty: 5380.519531
	Iteration 32Q: 3 clusters Score -6158910 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50504 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -6158911.000000 Penalty: 5380.519531
	Iteration 33Q: 3 clusters Score -6158911 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50506 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -6158912.500000 Penalty: 5380.519531
	Iteration 34Q: 3 clusters Score -6158912 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50510 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -6158922.500000 Penalty: 5380.519531
	Iteration 35Q: 3 clusters Score -6158922 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50515 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -6158919.500000 Penalty: 5380.519531
	Iteration 36Q: 3 clusters Score -6158920 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50521 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -6158923.000000 Penalty: 5380.519531
	Iteration 37Q: 3 clusters Score -6158923 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50523 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -6158922.000000 Penalty: 5380.519531
	Iteration 38Q: 3 clusters Score -6158922 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50530 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -6158921.000000 Penalty: 5380.519531
	Iteration 39Q: 3 clusters Score -6158921 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50532 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -6158923.500000 Penalty: 5380.519531
	Iteration 40F: 3 clusters Score -6158924 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50535 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -6158920.000000 Penalty: 5380.519531
	Iteration 41Q: 3 clusters Score -6158920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50537 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -6158925.500000 Penalty: 5380.519531
	Iteration 42Q: 3 clusters Score -6158926 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50539 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -6158924.000000 Penalty: 5380.519531
	Iteration 43Q: 3 clusters Score -6158924 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50544 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -6158934.000000 Penalty: 5380.519531
	Iteration 44Q: 3 clusters Score -6158934 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50548 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -6158928.500000 Penalty: 5380.519531
	Iteration 45Q: 3 clusters Score -6158928 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50552 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -6158937.000000 Penalty: 5380.519531
	Iteration 46Q: 3 clusters Score -6158937 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50556 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -6158941.500000 Penalty: 5380.519531
	Iteration 47Q: 3 clusters Score -6158942 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50561 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -6158944.500000 Penalty: 5380.519531
	Iteration 48Q: 3 clusters Score -6158944 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50566 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -6158946.500000 Penalty: 5380.519531
	Iteration 49Q: 3 clusters Score -6158946 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50569 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -6158951.000000 Penalty: 5380.519531
	Iteration 50Q: 3 clusters Score -6158951 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50573 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -6158958.000000 Penalty: 5380.519531
	Iteration 51Q: 3 clusters Score -6158958 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50575 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -6158951.500000 Penalty: 5380.519531
	Iteration 52Q: 3 clusters Score -6158952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50578 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -6158955.500000 Penalty: 5380.519531
	Iteration 53Q: 3 clusters Score -6158956 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50579 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -6158955.500000 Penalty: 5380.519531
	Iteration 54Q: 3 clusters Score -6158956 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50579 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -6158955.500000 Penalty: 5380.519531
	Iteration 55F: 3 clusters Score -6158956 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (5250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Entering Unmasked Estep 
Score: -637999.500000 Penalty: 2124.364014
	Iteration 0F: 2 clusters Score -637999.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -633361.250000 Penalty: 4248.728027
	Iteration 0F: 3 clusters Score -633361.2 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -634529.187500 Penalty: 4248.728027
	Iteration 1F: 3 clusters Score -634529.2 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -634749.312500 Penalty: 4248.728027
	Iteration 2F: 3 clusters Score -634749.3 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -634944.000000 Penalty: 4248.728027
	Iteration 3F: 3 clusters Score -634944 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -635153.125000 Penalty: 4248.728027
	Iteration 4F: 3 clusters Score -635153.1 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -635368.000000 Penalty: 4248.728027
	Iteration 5F: 3 clusters Score -635368 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -635600.750000 Penalty: 4248.728027
	Iteration 6Q: 3 clusters Score -635600.8 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -635842.375000 Penalty: 4248.728027
	Iteration 7Q: 3 clusters Score -635842.4 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -636130.125000 Penalty: 4248.728027
	Iteration 8Q: 3 clusters Score -636130.1 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -636393.187500 Penalty: 4248.728027
	Iteration 9Q: 3 clusters Score -636393.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -636602.187500 Penalty: 4248.728027
	Iteration 10Q: 3 clusters Score -636602.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -636767.562500 Penalty: 4248.728027
	Iteration 11Q: 3 clusters Score -636767.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -636893.000000 Penalty: 4248.728027
	Iteration 12Q: 3 clusters Score -636893 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -636981.312500 Penalty: 4248.728027
	Iteration 13Q: 3 clusters Score -636981.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -637036.437500 Penalty: 4248.728027
	Iteration 14Q: 3 clusters Score -637036.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -637069.125000 Penalty: 4248.728027
	Iteration 15Q: 3 clusters Score -637069.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -637098.625000 Penalty: 4248.728027
	Iteration 16Q: 3 clusters Score -637098.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -637126.500000 Penalty: 4248.728027
	Iteration 17Q: 3 clusters Score -637126.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -637153.750000 Penalty: 4248.728027
	Iteration 18Q: 3 clusters Score -637153.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -637174.562500 Penalty: 4248.728027
	Iteration 19Q: 3 clusters Score -637174.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -637191.875000 Penalty: 4248.728027
	Iteration 20F: 3 clusters Score -637191.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -637204.062500 Penalty: 4248.728027
	Iteration 21Q: 3 clusters Score -637204.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -637217.437500 Penalty: 4248.728027
	Iteration 22Q: 3 clusters Score -637217.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -637229.375000 Penalty: 4248.728027
	Iteration 23Q: 3 clusters Score -637229.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -637242.125000 Penalty: 4248.728027
	Iteration 24Q: 3 clusters Score -637242.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -637250.000000 Penalty: 4248.728027
	Iteration 25Q: 3 clusters Score -637250 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -637255.875000 Penalty: 4248.728027
	Iteration 26Q: 3 clusters Score -637255.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -637264.437500 Penalty: 4248.728027
	Iteration 27Q: 3 clusters Score -637264.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -637270.125000 Penalty: 4248.728027
	Iteration 28Q: 3 clusters Score -637270.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -637278.000000 Penalty: 4248.728027
	Iteration 29Q: 3 clusters Score -637278 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -637284.625000 Penalty: 4248.728027
	Iteration 30Q: 3 clusters Score -637284.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -637293.375000 Penalty: 4248.728027
	Iteration 31Q: 3 clusters Score -637293.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -637298.000000 Penalty: 4248.728027
	Iteration 32Q: 3 clusters Score -637298 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -637300.812500 Penalty: 4248.728027
	Iteration 33Q: 3 clusters Score -637300.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -637303.687500 Penalty: 4248.728027
	Iteration 34Q: 3 clusters Score -637303.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -637307.312500 Penalty: 4248.728027
	Iteration 35Q: 3 clusters Score -637307.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -637308.312500 Penalty: 4248.728027
	Iteration 36Q: 3 clusters Score -637308.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -637311.562500 Penalty: 4248.728027
	Iteration 37Q: 3 clusters Score -637311.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -637312.812500 Penalty: 4248.728027
	Iteration 38Q: 3 clusters Score -637312.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -637315.250000 Penalty: 4248.728027
	Iteration 39Q: 3 clusters Score -637315.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -637317.750000 Penalty: 4248.728027
	Iteration 40F: 3 clusters Score -637317.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -637319.937500 Penalty: 4248.728027
	Iteration 41Q: 3 clusters Score -637319.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -637322.437500 Penalty: 4248.728027
	Iteration 42Q: 3 clusters Score -637322.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -637323.437500 Penalty: 4248.728027
	Iteration 43Q: 3 clusters Score -637323.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -637324.062500 Penalty: 4248.728027
	Iteration 44Q: 3 clusters Score -637324.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -637326.375000 Penalty: 4248.728027
	Iteration 45Q: 3 clusters Score -637326.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -637327.750000 Penalty: 4248.728027
	Iteration 46Q: 3 clusters Score -637327.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -637327.875000 Penalty: 4248.728027
	Iteration 47Q: 3 clusters Score -637327.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -637328.187500 Penalty: 4248.728027
	Iteration 48Q: 3 clusters Score -637328.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -637329.875000 Penalty: 4248.728027
	Iteration 49Q: 3 clusters Score -637329.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -637329.812500 Penalty: 4248.728027
	Iteration 50Q: 3 clusters Score -637329.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -637330.562500 Penalty: 4248.728027
	Iteration 51Q: 3 clusters Score -637330.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -637330.562500 Penalty: 4248.728027
	Iteration 52F: 3 clusters Score -637330.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -3476917.500000 Penalty: 2533.158447
	Iteration 0F: 2 clusters Score -3476918 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13607 members 
Mstep: Class 2 contains 13685 members 
Entering Unmasked Estep 
Score: -3458164.500000 Penalty: 5066.316895
	Iteration 0F: 3 clusters Score -3458164 nChanged 12239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13462 members 
Mstep: Class 2 contains 13830 members 
Entering Unmasked Estep 
Score: -3464693.000000 Penalty: 5066.316895
	Iteration 1F: 3 clusters Score -3464693 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13368 members 
Mstep: Class 2 contains 13924 members 
Entering Unmasked Estep 
Score: -3465124.750000 Penalty: 5066.316895
	Iteration 2Q: 3 clusters Score -3465125 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13289 members 
Mstep: Class 2 contains 14003 members 
Entering Unmasked Estep 
Score: -3465468.750000 Penalty: 5066.316895
	Iteration 3Q: 3 clusters Score -3465469 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13204 members 
Mstep: Class 2 contains 14088 members 
Entering Unmasked Estep 
Score: -3465775.750000 Penalty: 5066.316895
	Iteration 4Q: 3 clusters Score -3465776 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13145 members 
Mstep: Class 2 contains 14147 members 
Entering Unmasked Estep 
Score: -3466089.250000 Penalty: 5066.316895
	Iteration 5Q: 3 clusters Score -3466089 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13006 members 
Mstep: Class 2 contains 14286 members 
Entering Unmasked Estep 
Score: -3466442.500000 Penalty: 5066.316895
	Iteration 6Q: 3 clusters Score -3466442 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12835 members 
Mstep: Class 2 contains 14457 members 
Entering Unmasked Estep 
Score: -3466919.750000 Penalty: 5066.316895
	Iteration 7Q: 3 clusters Score -3466920 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12663 members 
Mstep: Class 2 contains 14629 members 
Entering Unmasked Estep 
Score: -3467605.500000 Penalty: 5066.316895
	Iteration 8Q: 3 clusters Score -3467606 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12443 members 
Mstep: Class 2 contains 14849 members 
Entering Unmasked Estep 
Score: -3468519.250000 Penalty: 5066.316895
	Iteration 9Q: 3 clusters Score -3468519 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12178 members 
Mstep: Class 2 contains 15114 members 
Entering Unmasked Estep 
Score: -3469641.500000 Penalty: 5066.316895
	Iteration 10F: 3 clusters Score -3469642 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11910 members 
Mstep: Class 2 contains 15382 members 
Entering Unmasked Estep 
Score: -3470826.750000 Penalty: 5066.316895
	Iteration 11F: 3 clusters Score -3470827 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11747 members 
Mstep: Class 2 contains 15545 members 
Entering Unmasked Estep 
Score: -3471874.000000 Penalty: 5066.316895
	Iteration 12F: 3 clusters Score -3471874 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11684 members 
Mstep: Class 2 contains 15608 members 
Entering Unmasked Estep 
Score: -3472674.500000 Penalty: 5066.316895
	Iteration 13Q: 3 clusters Score -3472674 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11650 members 
Mstep: Class 2 contains 15642 members 
Entering Unmasked Estep 
Score: -3473204.750000 Penalty: 5066.316895
	Iteration 14Q: 3 clusters Score -3473205 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11619 members 
Mstep: Class 2 contains 15673 members 
Entering Unmasked Estep 
Score: -3473557.500000 Penalty: 5066.316895
	Iteration 15Q: 3 clusters Score -3473558 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11628 members 
Mstep: Class 2 contains 15664 members 
Entering Unmasked Estep 
Score: -3473786.500000 Penalty: 5066.316895
	Iteration 16Q: 3 clusters Score -3473786 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11667 members 
Mstep: Class 2 contains 15625 members 
Entering Unmasked Estep 
Score: -3473929.500000 Penalty: 5066.316895
	Iteration 17Q: 3 clusters Score -3473930 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11725 members 
Mstep: Class 2 contains 15567 members 
Entering Unmasked Estep 
Score: -3474034.750000 Penalty: 5066.316895
	Iteration 18Q: 3 clusters Score -3474035 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11809 members 
Mstep: Class 2 contains 15483 members 
Entering Unmasked Estep 
Score: -3474125.750000 Penalty: 5066.316895
	Iteration 19Q: 3 clusters Score -3474126 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11876 members 
Mstep: Class 2 contains 15416 members 
Entering Unmasked Estep 
Score: -3474213.500000 Penalty: 5066.316895
	Iteration 20F: 3 clusters Score -3474214 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11959 members 
Mstep: Class 2 contains 15333 members 
Entering Unmasked Estep 
Score: -3474287.000000 Penalty: 5066.316895
	Iteration 21Q: 3 clusters Score -3474287 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12041 members 
Mstep: Class 2 contains 15251 members 
Entering Unmasked Estep 
Score: -3474311.500000 Penalty: 5066.316895
	Iteration 22Q: 3 clusters Score -3474312 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12124 members 
Mstep: Class 2 contains 15168 members 
Entering Unmasked Estep 
Score: -3474342.000000 Penalty: 5066.316895
	Iteration 23Q: 3 clusters Score -3474342 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12196 members 
Mstep: Class 2 contains 15096 members 
Entering Unmasked Estep 
Score: -3474366.250000 Penalty: 5066.316895
	Iteration 24Q: 3 clusters Score -3474366 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12272 members 
Mstep: Class 2 contains 15020 members 
Entering Unmasked Estep 
Score: -3474382.250000 Penalty: 5066.316895
	Iteration 25Q: 3 clusters Score -3474382 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12349 members 
Mstep: Class 2 contains 14943 members 
Entering Unmasked Estep 
Score: -3474409.750000 Penalty: 5066.316895
	Iteration 26Q: 3 clusters Score -3474410 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12411 members 
Mstep: Class 2 contains 14881 members 
Entering Unmasked Estep 
Score: -3474421.000000 Penalty: 5066.316895
	Iteration 27Q: 3 clusters Score -3474421 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12477 members 
Mstep: Class 2 contains 14815 members 
Entering Unmasked Estep 
Score: -3474436.500000 Penalty: 5066.316895
	Iteration 28Q: 3 clusters Score -3474436 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12524 members 
Mstep: Class 2 contains 14768 members 
Entering Unmasked Estep 
Score: -3474438.500000 Penalty: 5066.316895
	Iteration 29Q: 3 clusters Score -3474438 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12567 members 
Mstep: Class 2 contains 14725 members 
Entering Unmasked Estep 
Score: -3474459.500000 Penalty: 5066.316895
	Iteration 30Q: 3 clusters Score -3474460 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12615 members 
Mstep: Class 2 contains 14677 members 
Entering Unmasked Estep 
Score: -3474462.500000 Penalty: 5066.316895
	Iteration 31Q: 3 clusters Score -3474462 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12655 members 
Mstep: Class 2 contains 14637 members 
Entering Unmasked Estep 
Score: -3474462.750000 Penalty: 5066.316895
	Iteration 32Q: 3 clusters Score -3474463 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12690 members 
Mstep: Class 2 contains 14602 members 
Entering Unmasked Estep 
Score: -3474473.500000 Penalty: 5066.316895
	Iteration 33Q: 3 clusters Score -3474474 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12721 members 
Mstep: Class 2 contains 14571 members 
Entering Unmasked Estep 
Score: -3474473.500000 Penalty: 5066.316895
	Iteration 34Q: 3 clusters Score -3474474 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12752 members 
Mstep: Class 2 contains 14540 members 
Entering Unmasked Estep 
Score: -3474473.750000 Penalty: 5066.316895
	Iteration 35Q: 3 clusters Score -3474474 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12776 members 
Mstep: Class 2 contains 14516 members 
Entering Unmasked Estep 
Score: -3474485.000000 Penalty: 5066.316895
	Iteration 36Q: 3 clusters Score -3474485 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12799 members 
Mstep: Class 2 contains 14493 members 
Entering Unmasked Estep 
Score: -3474485.500000 Penalty: 5066.316895
	Iteration 37Q: 3 clusters Score -3474486 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12829 members 
Mstep: Class 2 contains 14463 members 
Entering Unmasked Estep 
Score: -3474489.750000 Penalty: 5066.316895
	Iteration 38Q: 3 clusters Score -3474490 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12852 members 
Mstep: Class 2 contains 14440 members 
Entering Unmasked Estep 
Score: -3474499.750000 Penalty: 5066.316895
	Iteration 39Q: 3 clusters Score -3474500 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12882 members 
Mstep: Class 2 contains 14410 members 
Entering Unmasked Estep 
Score: -3474494.750000 Penalty: 5066.316895
	Iteration 40F: 3 clusters Score -3474495 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12902 members 
Mstep: Class 2 contains 14390 members 
Entering Unmasked Estep 
Score: -3474503.000000 Penalty: 5066.316895
	Iteration 41Q: 3 clusters Score -3474503 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12923 members 
Mstep: Class 2 contains 14369 members 
Entering Unmasked Estep 
Score: -3474509.500000 Penalty: 5066.316895
	Iteration 42Q: 3 clusters Score -3474510 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12939 members 
Mstep: Class 2 contains 14353 members 
Entering Unmasked Estep 
Score: -3474506.500000 Penalty: 5066.316895
	Iteration 43Q: 3 clusters Score -3474506 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12953 members 
Mstep: Class 2 contains 14339 members 
Entering Unmasked Estep 
Score: -3474513.250000 Penalty: 5066.316895
	Iteration 44Q: 3 clusters Score -3474513 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12964 members 
Mstep: Class 2 contains 14328 members 
Entering Unmasked Estep 
Score: -3474511.500000 Penalty: 5066.316895
	Iteration 45Q: 3 clusters Score -3474512 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12974 members 
Mstep: Class 2 contains 14318 members 
Entering Unmasked Estep 
Score: -3474507.000000 Penalty: 5066.316895
	Iteration 46Q: 3 clusters Score -3474507 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12984 members 
Mstep: Class 2 contains 14308 members 
Entering Unmasked Estep 
Score: -3474511.500000 Penalty: 5066.316895
	Iteration 47Q: 3 clusters Score -3474512 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12998 members 
Mstep: Class 2 contains 14294 members 
Entering Unmasked Estep 
Score: -3474514.000000 Penalty: 5066.316895
	Iteration 48Q: 3 clusters Score -3474514 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13011 members 
Mstep: Class 2 contains 14281 members 
Entering Unmasked Estep 
Score: -3474509.750000 Penalty: 5066.316895
	Iteration 49Q: 3 clusters Score -3474510 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13031 members 
Mstep: Class 2 contains 14261 members 
Entering Unmasked Estep 
Score: -3474514.750000 Penalty: 5066.316895
	Iteration 50Q: 3 clusters Score -3474515 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13045 members 
Mstep: Class 2 contains 14247 members 
Entering Unmasked Estep 
Score: -3474516.000000 Penalty: 5066.316895
	Iteration 51Q: 3 clusters Score -3474516 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13060 members 
Mstep: Class 2 contains 14232 members 
Entering Unmasked Estep 
Score: -3474522.500000 Penalty: 5066.316895
	Iteration 52Q: 3 clusters Score -3474522 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13069 members 
Mstep: Class 2 contains 14223 members 
Entering Unmasked Estep 
Score: -3474521.750000 Penalty: 5066.316895
	Iteration 53Q: 3 clusters Score -3474522 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13081 members 
Mstep: Class 2 contains 14211 members 
Entering Unmasked Estep 
Score: -3474521.500000 Penalty: 5066.316895
	Iteration 54Q: 3 clusters Score -3474522 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13091 members 
Mstep: Class 2 contains 14201 members 
Entering Unmasked Estep 
Score: -3474520.500000 Penalty: 5066.316895
	Iteration 55Q: 3 clusters Score -3474520 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13096 members 
Mstep: Class 2 contains 14196 members 
Entering Unmasked Estep 
Score: -3474521.250000 Penalty: 5066.316895
	Iteration 56Q: 3 clusters Score -3474521 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13102 members 
Mstep: Class 2 contains 14190 members 
Entering Unmasked Estep 
Score: -3474521.250000 Penalty: 5066.316895
	Iteration 57Q: 3 clusters Score -3474521 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13109 members 
Mstep: Class 2 contains 14183 members 
Entering Unmasked Estep 
Score: -3474522.250000 Penalty: 5066.316895
	Iteration 58Q: 3 clusters Score -3474522 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13112 members 
Mstep: Class 2 contains 14180 members 
Entering Unmasked Estep 
Score: -3474524.500000 Penalty: 5066.316895
	Iteration 59Q: 3 clusters Score -3474524 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13113 members 
Mstep: Class 2 contains 14179 members 
Entering Unmasked Estep 
Score: -3474525.250000 Penalty: 5066.316895
	Iteration 60F: 3 clusters Score -3474525 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (9231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Entering Unmasked Estep 
Score: -1055400.875000 Penalty: 2264.320068
	Iteration 0F: 2 clusters Score -1055401 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -1048288.062500 Penalty: 4528.640137
	Iteration 0F: 3 clusters Score -1048288 nChanged 3732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -1050506.250000 Penalty: 4528.640137
	Iteration 1F: 3 clusters Score -1050506 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -1051049.000000 Penalty: 4528.640137
	Iteration 2F: 3 clusters Score -1051049 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -1051530.250000 Penalty: 4528.640137
	Iteration 3F: 3 clusters Score -1051530 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -1051977.750000 Penalty: 4528.640137
	Iteration 4F: 3 clusters Score -1051978 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -1052341.375000 Penalty: 4528.640137
	Iteration 5F: 3 clusters Score -1052341 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -1052652.625000 Penalty: 4528.640137
	Iteration 6Q: 3 clusters Score -1052653 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -1052927.250000 Penalty: 4528.640137
	Iteration 7Q: 3 clusters Score -1052927 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -1053183.500000 Penalty: 4528.640137
	Iteration 8Q: 3 clusters Score -1053184 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -1053373.875000 Penalty: 4528.640137
	Iteration 9Q: 3 clusters Score -1053374 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -1053521.000000 Penalty: 4528.640137
	Iteration 10Q: 3 clusters Score -1053521 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -1053622.625000 Penalty: 4528.640137
	Iteration 11Q: 3 clusters Score -1053623 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -1053695.375000 Penalty: 4528.640137
	Iteration 12Q: 3 clusters Score -1053695 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -1053750.000000 Penalty: 4528.640137
	Iteration 13Q: 3 clusters Score -1053750 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -1053806.875000 Penalty: 4528.640137
	Iteration 14Q: 3 clusters Score -1053807 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -1053841.875000 Penalty: 4528.640137
	Iteration 15Q: 3 clusters Score -1053842 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -1053882.375000 Penalty: 4528.640137
	Iteration 16Q: 3 clusters Score -1053882 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -1053921.250000 Penalty: 4528.640137
	Iteration 17Q: 3 clusters Score -1053921 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -1053964.625000 Penalty: 4528.640137
	Iteration 18Q: 3 clusters Score -1053965 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -1054006.125000 Penalty: 4528.640137
	Iteration 19Q: 3 clusters Score -1054006 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -1054039.500000 Penalty: 4528.640137
	Iteration 20F: 3 clusters Score -1054040 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -1054063.125000 Penalty: 4528.640137
	Iteration 21Q: 3 clusters Score -1054063 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -1054089.250000 Penalty: 4528.640137
	Iteration 22Q: 3 clusters Score -1054089 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -1054114.250000 Penalty: 4528.640137
	Iteration 23Q: 3 clusters Score -1054114 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -1054138.375000 Penalty: 4528.640137
	Iteration 24Q: 3 clusters Score -1054138 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -1054163.750000 Penalty: 4528.640137
	Iteration 25Q: 3 clusters Score -1054164 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -1054196.375000 Penalty: 4528.640137
	Iteration 26Q: 3 clusters Score -1054196 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -1054218.000000 Penalty: 4528.640137
	Iteration 27Q: 3 clusters Score -1054218 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -1054241.875000 Penalty: 4528.640137
	Iteration 28Q: 3 clusters Score -1054242 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -1054260.500000 Penalty: 4528.640137
	Iteration 29Q: 3 clusters Score -1054260 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -1054276.000000 Penalty: 4528.640137
	Iteration 30Q: 3 clusters Score -1054276 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -1054291.500000 Penalty: 4528.640137
	Iteration 31Q: 3 clusters Score -1054292 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -1054298.000000 Penalty: 4528.640137
	Iteration 32Q: 3 clusters Score -1054298 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -1054309.875000 Penalty: 4528.640137
	Iteration 33Q: 3 clusters Score -1054310 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -1054324.625000 Penalty: 4528.640137
	Iteration 34Q: 3 clusters Score -1054325 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -1054339.875000 Penalty: 4528.640137
	Iteration 35Q: 3 clusters Score -1054340 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -1054347.500000 Penalty: 4528.640137
	Iteration 36Q: 3 clusters Score -1054348 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -1054354.875000 Penalty: 4528.640137
	Iteration 37Q: 3 clusters Score -1054355 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -1054363.125000 Penalty: 4528.640137
	Iteration 38Q: 3 clusters Score -1054363 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -1054366.375000 Penalty: 4528.640137
	Iteration 39Q: 3 clusters Score -1054366 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -1054373.375000 Penalty: 4528.640137
	Iteration 40F: 3 clusters Score -1054373 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -1054380.375000 Penalty: 4528.640137
	Iteration 41Q: 3 clusters Score -1054380 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -1054383.375000 Penalty: 4528.640137
	Iteration 42Q: 3 clusters Score -1054383 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -1054389.000000 Penalty: 4528.640137
	Iteration 43Q: 3 clusters Score -1054389 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -1054394.875000 Penalty: 4528.640137
	Iteration 44Q: 3 clusters Score -1054395 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -1054398.750000 Penalty: 4528.640137
	Iteration 45Q: 3 clusters Score -1054399 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -1054405.500000 Penalty: 4528.640137
	Iteration 46Q: 3 clusters Score -1054406 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -1054409.250000 Penalty: 4528.640137
	Iteration 47Q: 3 clusters Score -1054409 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -1054414.250000 Penalty: 4528.640137
	Iteration 48Q: 3 clusters Score -1054414 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -1054421.000000 Penalty: 4528.640137
	Iteration 49Q: 3 clusters Score -1054421 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -1054429.500000 Penalty: 4528.640137
	Iteration 50Q: 3 clusters Score -1054430 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -1054432.375000 Penalty: 4528.640137
	Iteration 51Q: 3 clusters Score -1054432 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -1054432.875000 Penalty: 4528.640137
	Iteration 52Q: 3 clusters Score -1054433 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -1054435.875000 Penalty: 4528.640137
	Iteration 53Q: 3 clusters Score -1054436 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -1054440.250000 Penalty: 4528.640137
	Iteration 54Q: 3 clusters Score -1054440 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -1054443.750000 Penalty: 4528.640137
	Iteration 55Q: 3 clusters Score -1054444 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -1054447.500000 Penalty: 4528.640137
	Iteration 56Q: 3 clusters Score -1054448 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -1054449.625000 Penalty: 4528.640137
	Iteration 57Q: 3 clusters Score -1054450 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -1054452.000000 Penalty: 4528.640137
	Iteration 58Q: 3 clusters Score -1054452 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -1054451.000000 Penalty: 4528.640137
	Iteration 59Q: 3 clusters Score -1054451 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -1054453.625000 Penalty: 4528.640137
	Iteration 60F: 3 clusters Score -1054454 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -1054455.375000 Penalty: 4528.640137
	Iteration 61Q: 3 clusters Score -1054455 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -1054457.375000 Penalty: 4528.640137
	Iteration 62Q: 3 clusters Score -1054457 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -1054459.000000 Penalty: 4528.640137
	Iteration 63Q: 3 clusters Score -1054459 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -1054462.875000 Penalty: 4528.640137
	Iteration 64Q: 3 clusters Score -1054463 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -1054463.375000 Penalty: 4528.640137
	Iteration 65Q: 3 clusters Score -1054463 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -1054463.750000 Penalty: 4528.640137
	Iteration 66Q: 3 clusters Score -1054464 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -1054465.375000 Penalty: 4528.640137
	Iteration 67Q: 3 clusters Score -1054465 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -1054466.250000 Penalty: 4528.640137
	Iteration 68Q: 3 clusters Score -1054466 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -1054465.500000 Penalty: 4528.640137
	Iteration 69Q: 3 clusters Score -1054466 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -1054465.875000 Penalty: 4528.640137
	Iteration 70Q: 3 clusters Score -1054466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -1054467.000000 Penalty: 4528.640137
	Iteration 71Q: 3 clusters Score -1054467 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -1054467.875000 Penalty: 4528.640137
	Iteration 72Q: 3 clusters Score -1054468 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -1054467.875000 Penalty: 4528.640137
	Iteration 73F: 3 clusters Score -1054468 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Entering Unmasked Estep 
Score: -548738.812500 Penalty: 2085.748291
	Iteration 0F: 2 clusters Score -548738.8 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 2209 members 
Entering Unmasked Estep 
Score: -544511.875000 Penalty: 4171.496582
	Iteration 0F: 3 clusters Score -544511.9 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -545494.562500 Penalty: 4171.496582
	Iteration 1F: 3 clusters Score -545494.6 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -545889.375000 Penalty: 4171.496582
	Iteration 2F: 3 clusters Score -545889.4 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -546303.437500 Penalty: 4171.496582
	Iteration 3F: 3 clusters Score -546303.4 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -546675.750000 Penalty: 4171.496582
	Iteration 4F: 3 clusters Score -546675.8 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -546993.562500 Penalty: 4171.496582
	Iteration 5F: 3 clusters Score -546993.6 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -547246.187500 Penalty: 4171.496582
	Iteration 6F: 3 clusters Score -547246.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -547487.000000 Penalty: 4171.496582
	Iteration 7F: 3 clusters Score -547487 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -547632.000000 Penalty: 4171.496582
	Iteration 8Q: 3 clusters Score -547632 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -547732.062500 Penalty: 4171.496582
	Iteration 9Q: 3 clusters Score -547732.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -547804.812500 Penalty: 4171.496582
	Iteration 10Q: 3 clusters Score -547804.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -547889.875000 Penalty: 4171.496582
	Iteration 11Q: 3 clusters Score -547889.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -547957.625000 Penalty: 4171.496582
	Iteration 12Q: 3 clusters Score -547957.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -548013.312500 Penalty: 4171.496582
	Iteration 13Q: 3 clusters Score -548013.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -548053.750000 Penalty: 4171.496582
	Iteration 14Q: 3 clusters Score -548053.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -548073.625000 Penalty: 4171.496582
	Iteration 15Q: 3 clusters Score -548073.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -548088.812500 Penalty: 4171.496582
	Iteration 16Q: 3 clusters Score -548088.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -548101.687500 Penalty: 4171.496582
	Iteration 17Q: 3 clusters Score -548101.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -548108.000000 Penalty: 4171.496582
	Iteration 18Q: 3 clusters Score -548108 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -548115.000000 Penalty: 4171.496582
	Iteration 19Q: 3 clusters Score -548115 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -548122.187500 Penalty: 4171.496582
	Iteration 20F: 3 clusters Score -548122.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -548128.312500 Penalty: 4171.496582
	Iteration 21Q: 3 clusters Score -548128.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -548134.187500 Penalty: 4171.496582
	Iteration 22Q: 3 clusters Score -548134.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -548138.625000 Penalty: 4171.496582
	Iteration 23Q: 3 clusters Score -548138.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -548143.000000 Penalty: 4171.496582
	Iteration 24Q: 3 clusters Score -548143 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -548144.500000 Penalty: 4171.496582
	Iteration 25Q: 3 clusters Score -548144.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -548144.687500 Penalty: 4171.496582
	Iteration 26Q: 3 clusters Score -548144.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -548145.250000 Penalty: 4171.496582
	Iteration 27Q: 3 clusters Score -548145.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -548145.250000 Penalty: 4171.496582
	Iteration 28F: 3 clusters Score -548145.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (26736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26736 members 
Entering Unmasked Estep 
Score: -3409165.250000 Penalty: 2528.054199
	Iteration 0F: 2 clusters Score -3409165 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13347 members 
Mstep: Class 2 contains 13389 members 
Entering Unmasked Estep 
Score: -3390593.750000 Penalty: 5056.108398
	Iteration 0F: 3 clusters Score -3390594 nChanged 12093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13414 members 
Mstep: Class 2 contains 13322 members 
Entering Unmasked Estep 
Score: -3397224.750000 Penalty: 5056.108398
	Iteration 1F: 3 clusters Score -3397225 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13439 members 
Mstep: Class 2 contains 13297 members 
Entering Unmasked Estep 
Score: -3398111.750000 Penalty: 5056.108398
	Iteration 2F: 3 clusters Score -3398112 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13387 members 
Mstep: Class 2 contains 13349 members 
Entering Unmasked Estep 
Score: -3399244.000000 Penalty: 5056.108398
	Iteration 3F: 3 clusters Score -3399244 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13276 members 
Mstep: Class 2 contains 13460 members 
Entering Unmasked Estep 
Score: -3400439.250000 Penalty: 5056.108398
	Iteration 4F: 3 clusters Score -3400439 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13119 members 
Mstep: Class 2 contains 13617 members 
Entering Unmasked Estep 
Score: -3401436.750000 Penalty: 5056.108398
	Iteration 5F: 3 clusters Score -3401437 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12831 members 
Mstep: Class 2 contains 13905 members 
Entering Unmasked Estep 
Score: -3402311.750000 Penalty: 5056.108398
	Iteration 6F: 3 clusters Score -3402312 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12406 members 
Mstep: Class 2 contains 14330 members 
Entering Unmasked Estep 
Score: -3403124.750000 Penalty: 5056.108398
	Iteration 7F: 3 clusters Score -3403125 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11922 members 
Mstep: Class 2 contains 14814 members 
Entering Unmasked Estep 
Score: -3403878.500000 Penalty: 5056.108398
	Iteration 8F: 3 clusters Score -3403878 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11389 members 
Mstep: Class 2 contains 15347 members 
Entering Unmasked Estep 
Score: -3404572.250000 Penalty: 5056.108398
	Iteration 9Q: 3 clusters Score -3404572 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10773 members 
Mstep: Class 2 contains 15963 members 
Entering Unmasked Estep 
Score: -3405185.000000 Penalty: 5056.108398
	Iteration 10Q: 3 clusters Score -3405185 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10122 members 
Mstep: Class 2 contains 16614 members 
Entering Unmasked Estep 
Score: -3405733.500000 Penalty: 5056.108398
	Iteration 11Q: 3 clusters Score -3405734 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 17285 members 
Entering Unmasked Estep 
Score: -3406188.000000 Penalty: 5056.108398
	Iteration 12Q: 3 clusters Score -3406188 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 17931 members 
Entering Unmasked Estep 
Score: -3406568.000000 Penalty: 5056.108398
	Iteration 13Q: 3 clusters Score -3406568 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 18528 members 
Entering Unmasked Estep 
Score: -3406859.750000 Penalty: 5056.108398
	Iteration 14Q: 3 clusters Score -3406860 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 19056 members 
Entering Unmasked Estep 
Score: -3407100.000000 Penalty: 5056.108398
	Iteration 15Q: 3 clusters Score -3407100 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 19549 members 
Entering Unmasked Estep 
Score: -3407297.000000 Penalty: 5056.108398
	Iteration 16Q: 3 clusters Score -3407297 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 19941 members 
Entering Unmasked Estep 
Score: -3407460.750000 Penalty: 5056.108398
	Iteration 17Q: 3 clusters Score -3407461 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 20303 members 
Entering Unmasked Estep 
Score: -3407590.000000 Penalty: 5056.108398
	Iteration 18Q: 3 clusters Score -3407590 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 20628 members 
Entering Unmasked Estep 
Score: -3407696.500000 Penalty: 5056.108398
	Iteration 19Q: 3 clusters Score -3407696 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 20917 members 
Entering Unmasked Estep 
Score: -3407794.750000 Penalty: 5056.108398
	Iteration 20F: 3 clusters Score -3407795 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 21170 members 
Entering Unmasked Estep 
Score: -3407839.500000 Penalty: 5056.108398
	Iteration 21Q: 3 clusters Score -3407840 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 21387 members 
Entering Unmasked Estep 
Score: -3407911.500000 Penalty: 5056.108398
	Iteration 22Q: 3 clusters Score -3407912 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 21554 members 
Entering Unmasked Estep 
Score: -3407952.000000 Penalty: 5056.108398
	Iteration 23Q: 3 clusters Score -3407952 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 21689 members 
Entering Unmasked Estep 
Score: -3407972.500000 Penalty: 5056.108398
	Iteration 24Q: 3 clusters Score -3407972 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 21815 members 
Entering Unmasked Estep 
Score: -3407994.500000 Penalty: 5056.108398
	Iteration 25Q: 3 clusters Score -3407994 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 21938 members 
Entering Unmasked Estep 
Score: -3408022.000000 Penalty: 5056.108398
	Iteration 26Q: 3 clusters Score -3408022 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 22067 members 
Entering Unmasked Estep 
Score: -3408043.250000 Penalty: 5056.108398
	Iteration 27Q: 3 clusters Score -3408043 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 22167 members 
Entering Unmasked Estep 
Score: -3408067.250000 Penalty: 5056.108398
	Iteration 28Q: 3 clusters Score -3408067 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 22268 members 
Entering Unmasked Estep 
Score: -3408078.000000 Penalty: 5056.108398
	Iteration 29Q: 3 clusters Score -3408078 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 22359 members 
Entering Unmasked Estep 
Score: -3408089.500000 Penalty: 5056.108398
	Iteration 30Q: 3 clusters Score -3408090 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 22433 members 
Entering Unmasked Estep 
Score: -3408111.000000 Penalty: 5056.108398
	Iteration 31Q: 3 clusters Score -3408111 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 22495 members 
Entering Unmasked Estep 
Score: -3408112.250000 Penalty: 5056.108398
	Iteration 32Q: 3 clusters Score -3408112 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 22545 members 
Entering Unmasked Estep 
Score: -3408122.250000 Penalty: 5056.108398
	Iteration 33Q: 3 clusters Score -3408122 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 22585 members 
Entering Unmasked Estep 
Score: -3408127.500000 Penalty: 5056.108398
	Iteration 34Q: 3 clusters Score -3408128 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 22620 members 
Entering Unmasked Estep 
Score: -3408125.500000 Penalty: 5056.108398
	Iteration 35Q: 3 clusters Score -3408126 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 22658 members 
Entering Unmasked Estep 
Score: -3408133.500000 Penalty: 5056.108398
	Iteration 36Q: 3 clusters Score -3408134 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 22695 members 
Entering Unmasked Estep 
Score: -3408133.500000 Penalty: 5056.108398
	Iteration 37Q: 3 clusters Score -3408134 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 22728 members 
Entering Unmasked Estep 
Score: -3408137.250000 Penalty: 5056.108398
	Iteration 38Q: 3 clusters Score -3408137 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 22754 members 
Entering Unmasked Estep 
Score: -3408145.250000 Penalty: 5056.108398
	Iteration 39Q: 3 clusters Score -3408145 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 22780 members 
Entering Unmasked Estep 
Score: -3408148.000000 Penalty: 5056.108398
	Iteration 40F: 3 clusters Score -3408148 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 22799 members 
Entering Unmasked Estep 
Score: -3408151.500000 Penalty: 5056.108398
	Iteration 41Q: 3 clusters Score -3408152 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 22819 members 
Entering Unmasked Estep 
Score: -3408158.000000 Penalty: 5056.108398
	Iteration 42Q: 3 clusters Score -3408158 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 22846 members 
Entering Unmasked Estep 
Score: -3408153.750000 Penalty: 5056.108398
	Iteration 43Q: 3 clusters Score -3408154 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 22873 members 
Entering Unmasked Estep 
Score: -3408161.500000 Penalty: 5056.108398
	Iteration 44Q: 3 clusters Score -3408162 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 22895 members 
Entering Unmasked Estep 
Score: -3408163.500000 Penalty: 5056.108398
	Iteration 45Q: 3 clusters Score -3408164 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 22906 members 
Entering Unmasked Estep 
Score: -3408164.000000 Penalty: 5056.108398
	Iteration 46Q: 3 clusters Score -3408164 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 22916 members 
Entering Unmasked Estep 
Score: -3408159.250000 Penalty: 5056.108398
	Iteration 47Q: 3 clusters Score -3408159 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 22928 members 
Entering Unmasked Estep 
Score: -3408165.000000 Penalty: 5056.108398
	Iteration 48Q: 3 clusters Score -3408165 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 22938 members 
Entering Unmasked Estep 
Score: -3408164.000000 Penalty: 5056.108398
	Iteration 49Q: 3 clusters Score -3408164 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 22949 members 
Entering Unmasked Estep 
Score: -3408165.500000 Penalty: 5056.108398
	Iteration 50Q: 3 clusters Score -3408166 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 22959 members 
Entering Unmasked Estep 
Score: -3408167.500000 Penalty: 5056.108398
	Iteration 51Q: 3 clusters Score -3408168 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 22971 members 
Entering Unmasked Estep 
Score: -3408170.000000 Penalty: 5056.108398
	Iteration 52Q: 3 clusters Score -3408170 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 22981 members 
Entering Unmasked Estep 
Score: -3408166.250000 Penalty: 5056.108398
	Iteration 53Q: 3 clusters Score -3408166 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 22990 members 
Entering Unmasked Estep 
Score: -3408174.500000 Penalty: 5056.108398
	Iteration 54Q: 3 clusters Score -3408174 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 23001 members 
Entering Unmasked Estep 
Score: -3408173.500000 Penalty: 5056.108398
	Iteration 55Q: 3 clusters Score -3408174 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 23013 members 
Entering Unmasked Estep 
Score: -3408174.500000 Penalty: 5056.108398
	Iteration 56Q: 3 clusters Score -3408174 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 23023 members 
Entering Unmasked Estep 
Score: -3408173.250000 Penalty: 5056.108398
	Iteration 57Q: 3 clusters Score -3408173 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 23031 members 
Entering Unmasked Estep 
Score: -3408174.750000 Penalty: 5056.108398
	Iteration 58Q: 3 clusters Score -3408175 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 23042 members 
Entering Unmasked Estep 
Score: -3408178.000000 Penalty: 5056.108398
	Iteration 59Q: 3 clusters Score -3408178 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 23050 members 
Entering Unmasked Estep 
Score: -3408173.500000 Penalty: 5056.108398
	Iteration 60F: 3 clusters Score -3408174 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 23055 members 
Entering Unmasked Estep 
Score: -3408176.000000 Penalty: 5056.108398
	Iteration 61Q: 3 clusters Score -3408176 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 23064 members 
Entering Unmasked Estep 
Score: -3408178.500000 Penalty: 5056.108398
	Iteration 62Q: 3 clusters Score -3408178 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 23072 members 
Entering Unmasked Estep 
Score: -3408179.250000 Penalty: 5056.108398
	Iteration 63Q: 3 clusters Score -3408179 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 23084 members 
Entering Unmasked Estep 
Score: -3408183.000000 Penalty: 5056.108398
	Iteration 64Q: 3 clusters Score -3408183 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 23095 members 
Entering Unmasked Estep 
Score: -3408183.500000 Penalty: 5056.108398
	Iteration 65Q: 3 clusters Score -3408184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 23099 members 
Entering Unmasked Estep 
Score: -3408188.000000 Penalty: 5056.108398
	Iteration 66Q: 3 clusters Score -3408188 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 23104 members 
Entering Unmasked Estep 
Score: -3408185.000000 Penalty: 5056.108398
	Iteration 67Q: 3 clusters Score -3408185 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 23108 members 
Entering Unmasked Estep 
Score: -3408190.750000 Penalty: 5056.108398
	Iteration 68Q: 3 clusters Score -3408191 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 23112 members 
Entering Unmasked Estep 
Score: -3408192.750000 Penalty: 5056.108398
	Iteration 69Q: 3 clusters Score -3408193 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 23115 members 
Entering Unmasked Estep 
Score: -3408194.500000 Penalty: 5056.108398
	Iteration 70Q: 3 clusters Score -3408194 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 23118 members 
Entering Unmasked Estep 
Score: -3408194.500000 Penalty: 5056.108398
	Iteration 71Q: 3 clusters Score -3408194 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 23121 members 
Entering Unmasked Estep 
Score: -3408194.750000 Penalty: 5056.108398
	Iteration 72Q: 3 clusters Score -3408195 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 23123 members 
Entering Unmasked Estep 
Score: -3408196.000000 Penalty: 5056.108398
	Iteration 73Q: 3 clusters Score -3408196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 23125 members 
Entering Unmasked Estep 
Score: -3408194.250000 Penalty: 5056.108398
	Iteration 74Q: 3 clusters Score -3408194 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 23126 members 
Entering Unmasked Estep 
Score: -3408195.250000 Penalty: 5056.108398
	Iteration 75Q: 3 clusters Score -3408195 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 23127 members 
Entering Unmasked Estep 
Score: -3408193.250000 Penalty: 5056.108398
	Iteration 76Q: 3 clusters Score -3408193 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 23127 members 
Entering Unmasked Estep 
Score: -3408193.250000 Penalty: 5056.108398
	Iteration 77F: 3 clusters Score -3408193 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Entering Unmasked Estep 
Score: -82220.773438 Penalty: 1602.056396
	Iteration 0F: 2 clusters Score -82220.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -80879.851562 Penalty: 3204.112793
	Iteration 0F: 3 clusters Score -80879.85 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -82164.343750 Penalty: 3204.112793
	Iteration 1F: 3 clusters Score -82164.34 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -83194.687500 Penalty: 3204.112793
	Iteration 2F: 3 clusters Score -83194.69 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -83917.773438 Penalty: 3204.112793
	Iteration 3F: 3 clusters Score -83917.77 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -84229.851562 Penalty: 3204.112793
	Iteration 4Q: 3 clusters Score -84229.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -84385.257812 Penalty: 3204.112793
	Iteration 5Q: 3 clusters Score -84385.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -84385.257812 Penalty: 3204.112793
	Iteration 6F: 3 clusters Score -84385.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 51422 members 
Mstep: Class 3 contains 5250 members 
Mstep: Class 4 contains 27292 members 
Mstep: Class 5 contains 9231 members 
Mstep: Class 6 contains 4493 members 
Mstep: Class 7 contains 26736 members 
Mstep: Class 8 contains 475 members 
Mstep: Class 9 contains 12711 members 
Mstep: Class 10 contains 2843 members 
Mstep: Class 11 contains 38151 members 
Mstep: Class 12 contains 23714 members 
Mstep: Class 13 contains 215680 members 
Mstep: Class 14 contains 41267 members 
Mstep: Class 15 contains 5034 members 
Mstep: Class 16 contains 46203 members 
Mstep: Class 17 contains 9832 members 
Mstep: Class 18 contains 14255 members 
Mstep: Class 19 contains 62494 members 
Mstep: Class 20 contains 11141 members 
Mstep: Class 21 contains 15963 members 
Mstep: Class 22 contains 2966 members 
Mstep: Class 23 contains 2562 members 
Mstep: Class 24 contains 18621 members 
Mstep: Class 25 contains 2046 members 
Mstep: Class 26 contains 19596 members 
Mstep: Class 27 contains 6158 members 
Mstep: Class 28 contains 4157 members 
Mstep: Class 29 contains 38347 members 
Mstep: Class 30 contains 4488 members 
Mstep: Class 31 contains 654 members 
Mstep: Class 32 contains 1400 members 
Mstep: Class 33 contains 46933 members 
Mstep: Class 34 contains 1438 members 
Mstep: Class 35 contains 8137 members 
Mstep: Class 36 contains 2463 members 
Mstep: Class 37 contains 164832 members 
Mstep: Class 38 contains 8893 members 
Mstep: Class 39 contains 4265 members 
Mstep: Class 40 contains 5251 members 
Mstep: Class 41 contains 2865 members 
Mstep: Class 42 contains 3636 members 
Mstep: Class 43 contains 531 members 
Mstep: Class 44 contains 3473 members 
Mstep: Class 45 contains 1905 members 
Mstep: Class 46 contains 1062 members 
Mstep: Class 47 contains 4873 members 
Mstep: Class 48 contains 6186 members 
Mstep: Class 49 contains 4237 members 
Mstep: Class 50 contains 5947 members 
Mstep: Class 51 contains 177295 members 
Mstep: Class 52 contains 376 members 
Mstep: Class 53 contains 759 members 
Mstep: Class 54 contains 1349 members 
Mstep: Class 55 contains 4096 members 
Mstep: Class 56 contains 1752 members 
Mstep: Class 57 contains 164 members 
Entering Unmasked Estep 
Score: -147512848.000000 Penalty: 197734.250000
Splitting cluster 8 changes total score from -147511968.000000 to -147512848.000000
So it's getting split into cluster 57.
Entering ConstructFrom: 
Trying to split cluster 9 (12711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12711 members 
Entering Unmasked Estep 
Score: -1599850.125000 Penalty: 2343.655273
	Iteration 0F: 2 clusters Score -1599850 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -1590364.125000 Penalty: 4687.310547
	Iteration 0F: 3 clusters Score -1590364 nChanged 5419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -1593445.250000 Penalty: 4687.310547
	Iteration 1F: 3 clusters Score -1593445 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -1593966.625000 Penalty: 4687.310547
	Iteration 2F: 3 clusters Score -1593967 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -1594453.500000 Penalty: 4687.310547
	Iteration 3F: 3 clusters Score -1594454 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -1594922.875000 Penalty: 4687.310547
	Iteration 4F: 3 clusters Score -1594923 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -1595434.250000 Penalty: 4687.310547
	Iteration 5F: 3 clusters Score -1595434 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -1596008.750000 Penalty: 4687.310547
	Iteration 6F: 3 clusters Score -1596009 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -1596616.875000 Penalty: 4687.310547
	Iteration 7F: 3 clusters Score -1596617 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -1597152.125000 Penalty: 4687.310547
	Iteration 8Q: 3 clusters Score -1597152 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
Score: -1597665.125000 Penalty: 4687.310547
	Iteration 9Q: 3 clusters Score -1597665 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -1598110.000000 Penalty: 4687.310547
	Iteration 10Q: 3 clusters Score -1598110 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -1598438.250000 Penalty: 4687.310547
	Iteration 11Q: 3 clusters Score -1598438 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -1598689.000000 Penalty: 4687.310547
	Iteration 12Q: 3 clusters Score -1598689 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -1598877.875000 Penalty: 4687.310547
	Iteration 13Q: 3 clusters Score -1598878 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -1599001.125000 Penalty: 4687.310547
	Iteration 14Q: 3 clusters Score -1599001 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -1599092.625000 Penalty: 4687.310547
	Iteration 15Q: 3 clusters Score -1599093 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -1599148.875000 Penalty: 4687.310547
	Iteration 16Q: 3 clusters Score -1599149 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -1599186.250000 Penalty: 4687.310547
	Iteration 17Q: 3 clusters Score -1599186 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -1599212.000000 Penalty: 4687.310547
	Iteration 18Q: 3 clusters Score -1599212 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 8930 members 
Entering Unmasked Estep 
Score: -1599231.500000 Penalty: 4687.310547
	Iteration 19Q: 3 clusters Score -1599232 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -1599241.750000 Penalty: 4687.310547
	Iteration 20F: 3 clusters Score -1599242 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -1599259.625000 Penalty: 4687.310547
	Iteration 21Q: 3 clusters Score -1599260 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -1599274.500000 Penalty: 4687.310547
	Iteration 22Q: 3 clusters Score -1599274 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 8767 members 
Entering Unmasked Estep 
Score: -1599285.250000 Penalty: 4687.310547
	Iteration 23Q: 3 clusters Score -1599285 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -1599294.375000 Penalty: 4687.310547
	Iteration 24Q: 3 clusters Score -1599294 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -1599308.625000 Penalty: 4687.310547
	Iteration 25Q: 3 clusters Score -1599309 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -1599323.750000 Penalty: 4687.310547
	Iteration 26Q: 3 clusters Score -1599324 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -1599345.875000 Penalty: 4687.310547
	Iteration 27Q: 3 clusters Score -1599346 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -1599362.125000 Penalty: 4687.310547
	Iteration 28Q: 3 clusters Score -1599362 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -1599381.625000 Penalty: 4687.310547
	Iteration 29Q: 3 clusters Score -1599382 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -1599414.375000 Penalty: 4687.310547
	Iteration 30Q: 3 clusters Score -1599414 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -1599455.375000 Penalty: 4687.310547
	Iteration 31Q: 3 clusters Score -1599455 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -1599512.625000 Penalty: 4687.310547
	Iteration 32Q: 3 clusters Score -1599513 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -1599580.250000 Penalty: 4687.310547
	Iteration 33Q: 3 clusters Score -1599580 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -1599688.250000 Penalty: 4687.310547
	Iteration 34Q: 3 clusters Score -1599688 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -1599805.375000 Penalty: 4687.310547
	Iteration 35Q: 3 clusters Score -1599805 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -1599947.125000 Penalty: 4687.310547
	Iteration 36Q: 3 clusters Score -1599947 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -1600056.375000 Penalty: 4687.310547
	Iteration 37Q: 3 clusters Score -1600056 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -1600139.875000 Penalty: 4687.310547
	Iteration 38Q: 3 clusters Score -1600140 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -1600220.875000 Penalty: 4687.310547
	Iteration 39Q: 3 clusters Score -1600221 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -1600305.750000 Penalty: 4687.310547
	Iteration 40F: 3 clusters Score -1600306 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -1600377.875000 Penalty: 4687.310547
	Iteration 41Q: 3 clusters Score -1600378 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -1600413.250000 Penalty: 4687.310547
	Iteration 42Q: 3 clusters Score -1600413 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -1600439.750000 Penalty: 4687.310547
	Iteration 43Q: 3 clusters Score -1600440 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -1600458.875000 Penalty: 4687.310547
	Iteration 44Q: 3 clusters Score -1600459 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -1600470.875000 Penalty: 4687.310547
	Iteration 45Q: 3 clusters Score -1600471 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -1600477.375000 Penalty: 4687.310547
	Iteration 46Q: 3 clusters Score -1600477 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -1600489.375000 Penalty: 4687.310547
	Iteration 47Q: 3 clusters Score -1600489 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -1600494.250000 Penalty: 4687.310547
	Iteration 48Q: 3 clusters Score -1600494 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -1600502.500000 Penalty: 4687.310547
	Iteration 49Q: 3 clusters Score -1600502 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -1600499.000000 Penalty: 4687.310547
	Iteration 50Q: 3 clusters Score -1600499 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -1600498.750000 Penalty: 4687.310547
	Iteration 51Q: 3 clusters Score -1600499 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -1600502.125000 Penalty: 4687.310547
	Iteration 52Q: 3 clusters Score -1600502 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -1600502.750000 Penalty: 4687.310547
	Iteration 53Q: 3 clusters Score -1600503 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -1600503.625000 Penalty: 4687.310547
	Iteration 54Q: 3 clusters Score -1600504 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -1600502.875000 Penalty: 4687.310547
	Iteration 55Q: 3 clusters Score -1600503 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -1600503.375000 Penalty: 4687.310547
	Iteration 56Q: 3 clusters Score -1600503 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -1600503.375000 Penalty: 4687.310547
	Iteration 57F: 3 clusters Score -1600503 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 51422 members 
Mstep: Class 3 contains 5250 members 
Mstep: Class 4 contains 27292 members 
Mstep: Class 5 contains 9231 members 
Mstep: Class 6 contains 4493 members 
Mstep: Class 7 contains 26736 members 
Mstep: Class 8 contains 475 members 
Mstep: Class 9 contains 5991 members 
Mstep: Class 10 contains 2843 members 
Mstep: Class 11 contains 38151 members 
Mstep: Class 12 contains 23714 members 
Mstep: Class 13 contains 215680 members 
Mstep: Class 14 contains 41267 members 
Mstep: Class 15 contains 5034 members 
Mstep: Class 16 contains 46203 members 
Mstep: Class 17 contains 9832 members 
Mstep: Class 18 contains 14255 members 
Mstep: Class 19 contains 62494 members 
Mstep: Class 20 contains 11141 members 
Mstep: Class 21 contains 15963 members 
Mstep: Class 22 contains 2966 members 
Mstep: Class 23 contains 2562 members 
Mstep: Class 24 contains 18621 members 
Mstep: Class 25 contains 2046 members 
Mstep: Class 26 contains 19596 members 
Mstep: Class 27 contains 6158 members 
Mstep: Class 28 contains 4157 members 
Mstep: Class 29 contains 38347 members 
Mstep: Class 30 contains 4488 members 
Mstep: Class 31 contains 654 members 
Mstep: Class 32 contains 1400 members 
Mstep: Class 33 contains 46933 members 
Mstep: Class 34 contains 1438 members 
Mstep: Class 35 contains 8137 members 
Mstep: Class 36 contains 2463 members 
Mstep: Class 37 contains 164832 members 
Mstep: Class 38 contains 8893 members 
Mstep: Class 39 contains 4265 members 
Mstep: Class 40 contains 5251 members 
Mstep: Class 41 contains 2865 members 
Mstep: Class 42 contains 3636 members 
Mstep: Class 43 contains 531 members 
Mstep: Class 44 contains 3473 members 
Mstep: Class 45 contains 1905 members 
Mstep: Class 46 contains 1062 members 
Mstep: Class 47 contains 4873 members 
Mstep: Class 48 contains 6186 members 
Mstep: Class 49 contains 4237 members 
Mstep: Class 50 contains 5947 members 
Mstep: Class 51 contains 177295 members 
Mstep: Class 52 contains 376 members 
Mstep: Class 53 contains 759 members 
Mstep: Class 54 contains 1349 members 
Mstep: Class 55 contains 4096 members 
Mstep: Class 56 contains 1752 members 
Mstep: Class 57 contains 164 members 
Mstep: Class 58 contains 6720 members 
Entering Unmasked Estep 
Score: -147512784.000000 Penalty: 201203.265625
Splitting cluster 9 changes total score from -147511968.000000 to -147512784.000000
So it's getting split into cluster 58.
Entering ConstructFrom: 
Trying to split cluster 10 (2843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Entering Unmasked Estep 
Score: -310726.125000 Penalty: 1972.248535
	Iteration 0F: 2 clusters Score -310726.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -307629.687500 Penalty: 3944.497070
	Iteration 0F: 3 clusters Score -307629.7 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -308461.781250 Penalty: 3944.497070
	Iteration 1F: 3 clusters Score -308461.8 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -308744.718750 Penalty: 3944.497070
	Iteration 2F: 3 clusters Score -308744.7 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -308925.875000 Penalty: 3944.497070
	Iteration 3F: 3 clusters Score -308925.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -309078.500000 Penalty: 3944.497070
	Iteration 4F: 3 clusters Score -309078.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -309197.937500 Penalty: 3944.497070
	Iteration 5Q: 3 clusters Score -309197.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -309301.718750 Penalty: 3944.497070
	Iteration 6Q: 3 clusters Score -309301.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -309384.906250 Penalty: 3944.497070
	Iteration 7Q: 3 clusters Score -309384.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -309440.125000 Penalty: 3944.497070
	Iteration 8Q: 3 clusters Score -309440.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -309485.656250 Penalty: 3944.497070
	Iteration 9Q: 3 clusters Score -309485.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -309514.375000 Penalty: 3944.497070
	Iteration 10Q: 3 clusters Score -309514.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -309536.000000 Penalty: 3944.497070
	Iteration 11Q: 3 clusters Score -309536 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -309547.875000 Penalty: 3944.497070
	Iteration 12Q: 3 clusters Score -309547.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -309558.593750 Penalty: 3944.497070
	Iteration 13Q: 3 clusters Score -309558.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -309565.500000 Penalty: 3944.497070
	Iteration 14Q: 3 clusters Score -309565.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -309569.562500 Penalty: 3944.497070
	Iteration 15Q: 3 clusters Score -309569.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -309570.406250 Penalty: 3944.497070
	Iteration 16Q: 3 clusters Score -309570.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -309571.625000 Penalty: 3944.497070
	Iteration 17Q: 3 clusters Score -309571.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -309571.625000 Penalty: 3944.497070
	Iteration 18Q: 3 clusters Score -309571.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -309572.718750 Penalty: 3944.497070
	Iteration 19Q: 3 clusters Score -309572.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -309572.906250 Penalty: 3944.497070
	Iteration 20F: 3 clusters Score -309572.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (38151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38151 members 
Entering Unmasked Estep 
Score: -4802697.000000 Penalty: 2616.228027
	Iteration 0F: 2 clusters Score -4802697 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19031 members 
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Entering Unmasked Estep 
Score: -4776677.500000 Penalty: 5232.456055
	Iteration 0F: 3 clusters Score -4776678 nChanged 17508
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18301 members 
Mstep: Class 2 contains 19850 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -4786658 nChanged 1943
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17838 members 
Mstep: Class 2 contains 20313 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -4787366 nChanged 1840
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17262 members 
Mstep: Class 2 contains 20889 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -4788068 nChanged 1773
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Mstep: Class 1 contains 16469 members 
Mstep: Class 2 contains 21682 members 
Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -4788732 nChanged 1737
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15462 members 
Mstep: Class 2 contains 22689 members 
Entering Unmasked Estep 
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	Iteration 5Q: 3 clusters Score -4789547 nChanged 1852
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14178 members 
Mstep: Class 2 contains 23973 members 
Entering Unmasked Estep 
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	Iteration 6Q: 3 clusters Score -4790568 nChanged 1968
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12682 members 
Mstep: Class 2 contains 25469 members 
Entering Unmasked Estep 
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	Iteration 7F: 3 clusters Score -4791782 nChanged 1974
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11050 members 
Mstep: Class 2 contains 27101 members 
Entering Unmasked Estep 
Score: -4793150.000000 Penalty: 5232.456055
	Iteration 8F: 3 clusters Score -4793150 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 28663 members 
Entering Unmasked Estep 
Score: -4794611.500000 Penalty: 5232.456055
	Iteration 9Q: 3 clusters Score -4794612 nChanged 1715
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 30100 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -4796119 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 31185 members 
Entering Unmasked Estep 
Score: -4797352.500000 Penalty: 5232.456055
	Iteration 11Q: 3 clusters Score -4797352 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 31940 members 
Entering Unmasked Estep 
Score: -4798156.000000 Penalty: 5232.456055
	Iteration 12Q: 3 clusters Score -4798156 nChanged 791
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 32519 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -4798710 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 32955 members 
Entering Unmasked Estep 
Score: -4799038.500000 Penalty: 5232.456055
	Iteration 14Q: 3 clusters Score -4799038 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 33339 members 
Entering Unmasked Estep 
Score: -4799293.000000 Penalty: 5232.456055
	Iteration 15Q: 3 clusters Score -4799293 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 33651 members 
Entering Unmasked Estep 
Score: -4799506.000000 Penalty: 5232.456055
	Iteration 16Q: 3 clusters Score -4799506 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 33941 members 
Entering Unmasked Estep 
Score: -4799690.000000 Penalty: 5232.456055
	Iteration 17Q: 3 clusters Score -4799690 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 34198 members 
Entering Unmasked Estep 
Score: -4799814.000000 Penalty: 5232.456055
	Iteration 18Q: 3 clusters Score -4799814 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 34419 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -4799928 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 34624 members 
Entering Unmasked Estep 
Score: -4800021.000000 Penalty: 5232.456055
	Iteration 20F: 3 clusters Score -4800021 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 34802 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -4800084 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 34962 members 
Entering Unmasked Estep 
Score: -4800141.500000 Penalty: 5232.456055
	Iteration 22Q: 3 clusters Score -4800142 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 35096 members 
Entering Unmasked Estep 
Score: -4800172.500000 Penalty: 5232.456055
	Iteration 23Q: 3 clusters Score -4800172 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 35220 members 
Entering Unmasked Estep 
Score: -4800212.500000 Penalty: 5232.456055
	Iteration 24Q: 3 clusters Score -4800212 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 35329 members 
Entering Unmasked Estep 
Score: -4800235.500000 Penalty: 5232.456055
	Iteration 25Q: 3 clusters Score -4800236 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 35420 members 
Entering Unmasked Estep 
Score: -4800280.500000 Penalty: 5232.456055
	Iteration 26Q: 3 clusters Score -4800280 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 35505 members 
Entering Unmasked Estep 
Score: -4800303.000000 Penalty: 5232.456055
	Iteration 27Q: 3 clusters Score -4800303 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 35596 members 
Entering Unmasked Estep 
Score: -4800353.000000 Penalty: 5232.456055
	Iteration 28Q: 3 clusters Score -4800353 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 35684 members 
Entering Unmasked Estep 
Score: -4800366.500000 Penalty: 5232.456055
	Iteration 29Q: 3 clusters Score -4800366 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 35768 members 
Entering Unmasked Estep 
Score: -4800388.000000 Penalty: 5232.456055
	Iteration 30Q: 3 clusters Score -4800388 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 35835 members 
Entering Unmasked Estep 
Score: -4800409.500000 Penalty: 5232.456055
	Iteration 31Q: 3 clusters Score -4800410 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 35899 members 
Entering Unmasked Estep 
Score: -4800418.500000 Penalty: 5232.456055
	Iteration 32Q: 3 clusters Score -4800418 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 35955 members 
Entering Unmasked Estep 
Score: -4800452.000000 Penalty: 5232.456055
	Iteration 33Q: 3 clusters Score -4800452 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 36008 members 
Entering Unmasked Estep 
Score: -4800470.000000 Penalty: 5232.456055
	Iteration 34Q: 3 clusters Score -4800470 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 36053 members 
Entering Unmasked Estep 
Score: -4800490.000000 Penalty: 5232.456055
	Iteration 35Q: 3 clusters Score -4800490 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 36093 members 
Entering Unmasked Estep 
Score: -4800493.500000 Penalty: 5232.456055
	Iteration 36Q: 3 clusters Score -4800494 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 36140 members 
Entering Unmasked Estep 
Score: -4800517.000000 Penalty: 5232.456055
	Iteration 37Q: 3 clusters Score -4800517 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 36178 members 
Entering Unmasked Estep 
Score: -4800523.000000 Penalty: 5232.456055
	Iteration 38Q: 3 clusters Score -4800523 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 36206 members 
Entering Unmasked Estep 
Score: -4800527.500000 Penalty: 5232.456055
	Iteration 39Q: 3 clusters Score -4800528 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 36227 members 
Entering Unmasked Estep 
Score: -4800539.500000 Penalty: 5232.456055
	Iteration 40F: 3 clusters Score -4800540 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 36245 members 
Entering Unmasked Estep 
Score: -4800534.000000 Penalty: 5232.456055
	Iteration 41Q: 3 clusters Score -4800534 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 36263 members 
Entering Unmasked Estep 
Score: -4800534.500000 Penalty: 5232.456055
	Iteration 42Q: 3 clusters Score -4800534 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 36280 members 
Entering Unmasked Estep 
Score: -4800534.000000 Penalty: 5232.456055
	Iteration 43Q: 3 clusters Score -4800534 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 36288 members 
Entering Unmasked Estep 
Score: -4800531.000000 Penalty: 5232.456055
	Iteration 44Q: 3 clusters Score -4800531 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 36300 members 
Entering Unmasked Estep 
Score: -4800538.500000 Penalty: 5232.456055
	Iteration 45Q: 3 clusters Score -4800538 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 36314 members 
Entering Unmasked Estep 
Score: -4800543.500000 Penalty: 5232.456055
	Iteration 46Q: 3 clusters Score -4800544 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 36321 members 
Entering Unmasked Estep 
Score: -4800544.500000 Penalty: 5232.456055
	Iteration 47Q: 3 clusters Score -4800544 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 36328 members 
Entering Unmasked Estep 
Score: -4800541.500000 Penalty: 5232.456055
	Iteration 48Q: 3 clusters Score -4800542 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 36336 members 
Entering Unmasked Estep 
Score: -4800552.500000 Penalty: 5232.456055
	Iteration 49Q: 3 clusters Score -4800552 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 36341 members 
Entering Unmasked Estep 
Score: -4800558.500000 Penalty: 5232.456055
	Iteration 50Q: 3 clusters Score -4800558 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 36345 members 
Entering Unmasked Estep 
Score: -4800551.000000 Penalty: 5232.456055
	Iteration 51Q: 3 clusters Score -4800551 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 36353 members 
Entering Unmasked Estep 
Score: -4800559.500000 Penalty: 5232.456055
	Iteration 52Q: 3 clusters Score -4800560 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 36362 members 
Entering Unmasked Estep 
Score: -4800556.500000 Penalty: 5232.456055
	Iteration 53Q: 3 clusters Score -4800556 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 36373 members 
Entering Unmasked Estep 
Score: -4800556.000000 Penalty: 5232.456055
	Iteration 54Q: 3 clusters Score -4800556 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 36381 members 
Entering Unmasked Estep 
Score: -4800557.000000 Penalty: 5232.456055
	Iteration 55Q: 3 clusters Score -4800557 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 36391 members 
Entering Unmasked Estep 
Score: -4800563.500000 Penalty: 5232.456055
	Iteration 56Q: 3 clusters Score -4800564 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 36408 members 
Entering Unmasked Estep 
Score: -4800570.000000 Penalty: 5232.456055
	Iteration 57Q: 3 clusters Score -4800570 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 36421 members 
Entering Unmasked Estep 
Score: -4800577.000000 Penalty: 5232.456055
	Iteration 58Q: 3 clusters Score -4800577 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 36432 members 
Entering Unmasked Estep 
Score: -4800578.500000 Penalty: 5232.456055
	Iteration 59Q: 3 clusters Score -4800578 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 36438 members 
Entering Unmasked Estep 
Score: -4800574.000000 Penalty: 5232.456055
	Iteration 60F: 3 clusters Score -4800574 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 36444 members 
Entering Unmasked Estep 
Score: -4800574.500000 Penalty: 5232.456055
	Iteration 61Q: 3 clusters Score -4800574 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 36454 members 
Entering Unmasked Estep 
Score: -4800586.500000 Penalty: 5232.456055
	Iteration 62Q: 3 clusters Score -4800586 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 36468 members 
Entering Unmasked Estep 
Score: -4800578.500000 Penalty: 5232.456055
	Iteration 63Q: 3 clusters Score -4800578 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 36480 members 
Entering Unmasked Estep 
Score: -4800580.000000 Penalty: 5232.456055
	Iteration 64Q: 3 clusters Score -4800580 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 36487 members 
Entering Unmasked Estep 
Score: -4800583.000000 Penalty: 5232.456055
	Iteration 65Q: 3 clusters Score -4800583 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 36496 members 
Entering Unmasked Estep 
Score: -4800594.500000 Penalty: 5232.456055
	Iteration 66Q: 3 clusters Score -4800594 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 36503 members 
Entering Unmasked Estep 
Score: -4800593.500000 Penalty: 5232.456055
	Iteration 67Q: 3 clusters Score -4800594 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 36507 members 
Entering Unmasked Estep 
Score: -4800593.000000 Penalty: 5232.456055
	Iteration 68Q: 3 clusters Score -4800593 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 36509 members 
Entering Unmasked Estep 
Score: -4800595.500000 Penalty: 5232.456055
	Iteration 69Q: 3 clusters Score -4800596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 36511 members 
Entering Unmasked Estep 
Score: -4800595.500000 Penalty: 5232.456055
	Iteration 70Q: 3 clusters Score -4800596 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 36514 members 
Entering Unmasked Estep 
Score: -4800597.000000 Penalty: 5232.456055
	Iteration 71Q: 3 clusters Score -4800597 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 36515 members 
Entering Unmasked Estep 
Score: -4800592.500000 Penalty: 5232.456055
	Iteration 72Q: 3 clusters Score -4800592 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 36516 members 
Entering Unmasked Estep 
Score: -4800594.000000 Penalty: 5232.456055
	Iteration 73Q: 3 clusters Score -4800594 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 36517 members 
Entering Unmasked Estep 
Score: -4800593.500000 Penalty: 5232.456055
	Iteration 74Q: 3 clusters Score -4800594 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 36517 members 
Entering Unmasked Estep 
Score: -4800593.500000 Penalty: 5232.456055
	Iteration 75F: 3 clusters Score -4800594 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (23714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23714 members 
Entering Unmasked Estep 
Score: -2992761.250000 Penalty: 2498.307617
	Iteration 0F: 2 clusters Score -2992761 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11863 members 
Mstep: Class 2 contains 11851 members 
Entering Unmasked Estep 
Score: -2976285.500000 Penalty: 4996.615234
	Iteration 0F: 3 clusters Score -2976286 nChanged 10601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12010 members 
Mstep: Class 2 contains 11704 members 
Entering Unmasked Estep 
Score: -2982189.000000 Penalty: 4996.615234
	Iteration 1F: 3 clusters Score -2982189 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12145 members 
Mstep: Class 2 contains 11569 members 
Entering Unmasked Estep 
Score: -2982811.500000 Penalty: 4996.615234
	Iteration 2F: 3 clusters Score -2982812 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12328 members 
Mstep: Class 2 contains 11386 members 
Entering Unmasked Estep 
Score: -2983459.500000 Penalty: 4996.615234
	Iteration 3F: 3 clusters Score -2983460 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12549 members 
Mstep: Class 2 contains 11165 members 
Entering Unmasked Estep 
Score: -2984191.500000 Penalty: 4996.615234
	Iteration 4F: 3 clusters Score -2984192 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12869 members 
Mstep: Class 2 contains 10845 members 
Entering Unmasked Estep 
Score: -2984963.750000 Penalty: 4996.615234
	Iteration 5F: 3 clusters Score -2984964 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13260 members 
Mstep: Class 2 contains 10454 members 
Entering Unmasked Estep 
Score: -2985771.750000 Penalty: 4996.615234
	Iteration 6F: 3 clusters Score -2985772 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13702 members 
Mstep: Class 2 contains 10012 members 
Entering Unmasked Estep 
Score: -2986593.250000 Penalty: 4996.615234
	Iteration 7F: 3 clusters Score -2986593 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14139 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
Score: -2987378.750000 Penalty: 4996.615234
	Iteration 8F: 3 clusters Score -2987379 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14535 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -2988221.750000 Penalty: 4996.615234
	Iteration 9Q: 3 clusters Score -2988222 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14901 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -2989027.250000 Penalty: 4996.615234
	Iteration 10Q: 3 clusters Score -2989027 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15130 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -2989658.500000 Penalty: 4996.615234
	Iteration 11Q: 3 clusters Score -2989658 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15251 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -2990117.500000 Penalty: 4996.615234
	Iteration 12Q: 3 clusters Score -2990118 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15342 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -2990428.750000 Penalty: 4996.615234
	Iteration 13Q: 3 clusters Score -2990429 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15429 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -2990607.750000 Penalty: 4996.615234
	Iteration 14Q: 3 clusters Score -2990608 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15494 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -2990716.750000 Penalty: 4996.615234
	Iteration 15Q: 3 clusters Score -2990717 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15565 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -2990791.250000 Penalty: 4996.615234
	Iteration 16Q: 3 clusters Score -2990791 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15629 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -2990843.250000 Penalty: 4996.615234
	Iteration 17Q: 3 clusters Score -2990843 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15672 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -2990881.750000 Penalty: 4996.615234
	Iteration 18Q: 3 clusters Score -2990882 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15716 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -2990883.250000 Penalty: 4996.615234
	Iteration 19Q: 3 clusters Score -2990883 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15769 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -2990904.250000 Penalty: 4996.615234
	Iteration 20F: 3 clusters Score -2990904 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15820 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -2990925.000000 Penalty: 4996.615234
	Iteration 21Q: 3 clusters Score -2990925 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15876 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -2990936.250000 Penalty: 4996.615234
	Iteration 22Q: 3 clusters Score -2990936 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15923 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -2990935.750000 Penalty: 4996.615234
	Iteration 23Q: 3 clusters Score -2990936 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15972 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -2990952.750000 Penalty: 4996.615234
	Iteration 24Q: 3 clusters Score -2990953 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16010 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -2990961.000000 Penalty: 4996.615234
	Iteration 25Q: 3 clusters Score -2990961 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16047 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -2990966.500000 Penalty: 4996.615234
	Iteration 26Q: 3 clusters Score -2990966 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16073 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -2990966.750000 Penalty: 4996.615234
	Iteration 27Q: 3 clusters Score -2990967 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16105 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -2990973.250000 Penalty: 4996.615234
	Iteration 28Q: 3 clusters Score -2990973 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16138 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -2990982.250000 Penalty: 4996.615234
	Iteration 29Q: 3 clusters Score -2990982 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16169 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -2990982.500000 Penalty: 4996.615234
	Iteration 30Q: 3 clusters Score -2990982 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16193 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -2990984.000000 Penalty: 4996.615234
	Iteration 31Q: 3 clusters Score -2990984 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16220 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -2990987.000000 Penalty: 4996.615234
	Iteration 32Q: 3 clusters Score -2990987 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16250 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -2990993.500000 Penalty: 4996.615234
	Iteration 33Q: 3 clusters Score -2990994 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16278 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -2990990.500000 Penalty: 4996.615234
	Iteration 34Q: 3 clusters Score -2990990 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16299 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -2990999.750000 Penalty: 4996.615234
	Iteration 35Q: 3 clusters Score -2991000 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16319 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -2990996.750000 Penalty: 4996.615234
	Iteration 36Q: 3 clusters Score -2990997 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16337 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -2990999.750000 Penalty: 4996.615234
	Iteration 37Q: 3 clusters Score -2991000 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16357 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -2991000.750000 Penalty: 4996.615234
	Iteration 38Q: 3 clusters Score -2991001 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16376 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -2991001.500000 Penalty: 4996.615234
	Iteration 39Q: 3 clusters Score -2991002 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16402 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -2991014.250000 Penalty: 4996.615234
	Iteration 40F: 3 clusters Score -2991014 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16433 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -2991013.250000 Penalty: 4996.615234
	Iteration 41Q: 3 clusters Score -2991013 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16461 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -2991008.000000 Penalty: 4996.615234
	Iteration 42Q: 3 clusters Score -2991008 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16480 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -2991006.000000 Penalty: 4996.615234
	Iteration 43Q: 3 clusters Score -2991006 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16498 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -2991004.500000 Penalty: 4996.615234
	Iteration 44Q: 3 clusters Score -2991004 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16519 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -2991001.750000 Penalty: 4996.615234
	Iteration 45Q: 3 clusters Score -2991002 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16535 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -2991014.750000 Penalty: 4996.615234
	Iteration 46Q: 3 clusters Score -2991015 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16549 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -2991017.500000 Penalty: 4996.615234
	Iteration 47Q: 3 clusters Score -2991018 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16565 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -2991018.250000 Penalty: 4996.615234
	Iteration 48Q: 3 clusters Score -2991018 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16580 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -2991015.000000 Penalty: 4996.615234
	Iteration 49Q: 3 clusters Score -2991015 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16596 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -2991015.750000 Penalty: 4996.615234
	Iteration 50Q: 3 clusters Score -2991016 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16610 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -2991011.000000 Penalty: 4996.615234
	Iteration 51Q: 3 clusters Score -2991011 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16622 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -2991018.000000 Penalty: 4996.615234
	Iteration 52Q: 3 clusters Score -2991018 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16639 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -2991022.250000 Penalty: 4996.615234
	Iteration 53Q: 3 clusters Score -2991022 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16654 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -2991024.750000 Penalty: 4996.615234
	Iteration 54Q: 3 clusters Score -2991025 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16669 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -2991028.500000 Penalty: 4996.615234
	Iteration 55Q: 3 clusters Score -2991028 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16681 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -2991028.250000 Penalty: 4996.615234
	Iteration 56Q: 3 clusters Score -2991028 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16690 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -2991024.250000 Penalty: 4996.615234
	Iteration 57Q: 3 clusters Score -2991024 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16696 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -2991019.250000 Penalty: 4996.615234
	Iteration 58Q: 3 clusters Score -2991019 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16704 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -2991026.250000 Penalty: 4996.615234
	Iteration 59Q: 3 clusters Score -2991026 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16711 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -2991028.250000 Penalty: 4996.615234
	Iteration 60F: 3 clusters Score -2991028 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16717 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -2991029.250000 Penalty: 4996.615234
	Iteration 61Q: 3 clusters Score -2991029 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16727 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -2991033.000000 Penalty: 4996.615234
	Iteration 62Q: 3 clusters Score -2991033 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16736 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -2991032.000000 Penalty: 4996.615234
	Iteration 63Q: 3 clusters Score -2991032 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16745 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -2991026.500000 Penalty: 4996.615234
	Iteration 64Q: 3 clusters Score -2991026 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16757 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -2991025.750000 Penalty: 4996.615234
	Iteration 65Q: 3 clusters Score -2991026 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16771 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -2991024.500000 Penalty: 4996.615234
	Iteration 66Q: 3 clusters Score -2991024 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16787 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -2991028.000000 Penalty: 4996.615234
	Iteration 67Q: 3 clusters Score -2991028 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16797 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -2991029.750000 Penalty: 4996.615234
	Iteration 68Q: 3 clusters Score -2991030 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16806 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -2991033.250000 Penalty: 4996.615234
	Iteration 69Q: 3 clusters Score -2991033 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16820 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -2991032.250000 Penalty: 4996.615234
	Iteration 70Q: 3 clusters Score -2991032 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16836 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -2991036.500000 Penalty: 4996.615234
	Iteration 71Q: 3 clusters Score -2991036 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16853 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -2991037.500000 Penalty: 4996.615234
	Iteration 72Q: 3 clusters Score -2991038 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16871 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -2991036.000000 Penalty: 4996.615234
	Iteration 73Q: 3 clusters Score -2991036 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16887 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -2991035.250000 Penalty: 4996.615234
	Iteration 74Q: 3 clusters Score -2991035 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16903 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -2991036.500000 Penalty: 4996.615234
	Iteration 75Q: 3 clusters Score -2991036 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16913 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -2991036.000000 Penalty: 4996.615234
	Iteration 76Q: 3 clusters Score -2991036 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16923 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -2991035.000000 Penalty: 4996.615234
	Iteration 77Q: 3 clusters Score -2991035 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16936 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -2991035.500000 Penalty: 4996.615234
	Iteration 78Q: 3 clusters Score -2991036 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16948 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -2991033.250000 Penalty: 4996.615234
	Iteration 79Q: 3 clusters Score -2991033 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16956 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -2991039.000000 Penalty: 4996.615234
	Iteration 80F: 3 clusters Score -2991039 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16966 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -2991036.250000 Penalty: 4996.615234
	Iteration 81Q: 3 clusters Score -2991036 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16973 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -2991035.500000 Penalty: 4996.615234
	Iteration 82Q: 3 clusters Score -2991036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16975 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -2991038.750000 Penalty: 4996.615234
	Iteration 83Q: 3 clusters Score -2991039 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16979 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -2991039.250000 Penalty: 4996.615234
	Iteration 84Q: 3 clusters Score -2991039 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16983 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -2991041.500000 Penalty: 4996.615234
	Iteration 85Q: 3 clusters Score -2991042 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16984 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -2991039.250000 Penalty: 4996.615234
	Iteration 86Q: 3 clusters Score -2991039 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16985 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -2991038.000000 Penalty: 4996.615234
	Iteration 87Q: 3 clusters Score -2991038 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16985 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -2991038.000000 Penalty: 4996.615234
	Iteration 88F: 3 clusters Score -2991038 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (215680 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215680 members 
Entering Unmasked Estep 
Score: -27861810.000000 Penalty: 3045.824707
	Iteration 0F: 2 clusters Score -2.786181e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108026 members 
Mstep: Class 2 contains 107654 members 
Entering Unmasked Estep 
Score: -27729568.000000 Penalty: 6091.649414
	Iteration 0F: 3 clusters Score -2.772957e+07 nChanged 104027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109219 members 
Mstep: Class 2 contains 106461 members 
Entering Unmasked Estep 
Score: -27790640.000000 Penalty: 6091.649414
	Iteration 1F: 3 clusters Score -2.779064e+07 nChanged 5558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110415 members 
Mstep: Class 2 contains 105265 members 
Entering Unmasked Estep 
Score: -27791844.000000 Penalty: 6091.649414
	Iteration 2Q: 3 clusters Score -2.779184e+07 nChanged 6089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112140 members 
Mstep: Class 2 contains 103540 members 
Entering Unmasked Estep 
Score: -27793368.000000 Penalty: 6091.649414
	Iteration 3Q: 3 clusters Score -2.779337e+07 nChanged 6879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114715 members 
Mstep: Class 2 contains 100965 members 
Entering Unmasked Estep 
Score: -27795724.000000 Penalty: 6091.649414
	Iteration 4Q: 3 clusters Score -2.779572e+07 nChanged 7787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118484 members 
Mstep: Class 2 contains 97196 members 
Entering Unmasked Estep 
Score: -27798744.000000 Penalty: 6091.649414
	Iteration 5Q: 3 clusters Score -2.779874e+07 nChanged 8984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123806 members 
Mstep: Class 2 contains 91874 members 
Entering Unmasked Estep 
Score: -27802918.000000 Penalty: 6091.649414
	Iteration 6Q: 3 clusters Score -2.780292e+07 nChanged 10298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130984 members 
Mstep: Class 2 contains 84696 members 
Entering Unmasked Estep 
Score: -27808172.000000 Penalty: 6091.649414
	Iteration 7Q: 3 clusters Score -2.780817e+07 nChanged 11656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140502 members 
Mstep: Class 2 contains 75178 members 
Entering Unmasked Estep 
Score: -27815218.000000 Penalty: 6091.649414
	Iteration 8F: 3 clusters Score -2.781522e+07 nChanged 12949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152329 members 
Mstep: Class 2 contains 63351 members 
Entering Unmasked Estep 
Score: -27823992.000000 Penalty: 6091.649414
	Iteration 9F: 3 clusters Score -2.782399e+07 nChanged 13698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165557 members 
Mstep: Class 2 contains 50123 members 
Entering Unmasked Estep 
Score: -27834096.000000 Penalty: 6091.649414
	Iteration 10F: 3 clusters Score -2.78341e+07 nChanged 13499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178942 members 
Mstep: Class 2 contains 36738 members 
Entering Unmasked Estep 
Score: -27844074.000000 Penalty: 6091.649414
	Iteration 11F: 3 clusters Score -2.784407e+07 nChanged 11955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190859 members 
Mstep: Class 2 contains 24821 members 
Entering Unmasked Estep 
Score: -27851640.000000 Penalty: 6091.649414
	Iteration 12F: 3 clusters Score -2.785164e+07 nChanged 9092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199925 members 
Mstep: Class 2 contains 15755 members 
Entering Unmasked Estep 
Score: -27855338.000000 Penalty: 6091.649414
	Iteration 13Q: 3 clusters Score -2.785534e+07 nChanged 5921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205812 members 
Mstep: Class 2 contains 9868 members 
Entering Unmasked Estep 
Score: -27857180.000000 Penalty: 6091.649414
	Iteration 14Q: 3 clusters Score -2.785718e+07 nChanged 3510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209288 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -27858052.000000 Penalty: 6091.649414
	Iteration 15Q: 3 clusters Score -2.785805e+07 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211369 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -27858612.000000 Penalty: 6091.649414
	Iteration 16Q: 3 clusters Score -2.785861e+07 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212519 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -27858856.000000 Penalty: 6091.649414
	Iteration 17Q: 3 clusters Score -2.785886e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213193 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -27859078.000000 Penalty: 6091.649414
	Iteration 18Q: 3 clusters Score -2.785908e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213592 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -27859204.000000 Penalty: 6091.649414
	Iteration 19Q: 3 clusters Score -2.78592e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213858 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -27859306.000000 Penalty: 6091.649414
	Iteration 20F: 3 clusters Score -2.785931e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214026 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -27859288.000000 Penalty: 6091.649414
	Iteration 21Q: 3 clusters Score -2.785929e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214132 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -27859322.000000 Penalty: 6091.649414
	Iteration 22Q: 3 clusters Score -2.785932e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214218 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -27859378.000000 Penalty: 6091.649414
	Iteration 23Q: 3 clusters Score -2.785938e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214293 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -27859424.000000 Penalty: 6091.649414
	Iteration 24Q: 3 clusters Score -2.785942e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214364 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -27859450.000000 Penalty: 6091.649414
	Iteration 25Q: 3 clusters Score -2.785945e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214425 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -27859422.000000 Penalty: 6091.649414
	Iteration 26Q: 3 clusters Score -2.785942e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214481 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -27859446.000000 Penalty: 6091.649414
	Iteration 27Q: 3 clusters Score -2.785945e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214513 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -27859456.000000 Penalty: 6091.649414
	Iteration 28Q: 3 clusters Score -2.785946e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214550 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -27859500.000000 Penalty: 6091.649414
	Iteration 29Q: 3 clusters Score -2.78595e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214590 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -27859536.000000 Penalty: 6091.649414
	Iteration 30Q: 3 clusters Score -2.785954e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214612 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -27859510.000000 Penalty: 6091.649414
	Iteration 31Q: 3 clusters Score -2.785951e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214620 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -27859532.000000 Penalty: 6091.649414
	Iteration 32Q: 3 clusters Score -2.785953e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214625 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -27859558.000000 Penalty: 6091.649414
	Iteration 33Q: 3 clusters Score -2.785956e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214634 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -27859544.000000 Penalty: 6091.649414
	Iteration 34Q: 3 clusters Score -2.785954e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214641 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -27859548.000000 Penalty: 6091.649414
	Iteration 35Q: 3 clusters Score -2.785955e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214645 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -27859564.000000 Penalty: 6091.649414
	Iteration 36Q: 3 clusters Score -2.785956e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214647 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -27859586.000000 Penalty: 6091.649414
	Iteration 37Q: 3 clusters Score -2.785959e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214649 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -27859598.000000 Penalty: 6091.649414
	Iteration 38Q: 3 clusters Score -2.78596e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214653 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -27859600.000000 Penalty: 6091.649414
	Iteration 39Q: 3 clusters Score -2.78596e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214653 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -27859596.000000 Penalty: 6091.649414
	Iteration 40F: 3 clusters Score -2.78596e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (41267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41267 members 
Entering Unmasked Estep 
Score: -5239650.000000 Penalty: 2635.698975
	Iteration 0F: 2 clusters Score -5239650 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20620 members 
Mstep: Class 2 contains 20647 members 
Entering Unmasked Estep 
Score: -5211692.500000 Penalty: 5271.397949
	Iteration 0F: 3 clusters Score -5211692 nChanged 18879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20353 members 
Mstep: Class 2 contains 20914 members 
Entering Unmasked Estep 
Score: -5222180.000000 Penalty: 5271.397949
	Iteration 1F: 3 clusters Score -5222180 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20220 members 
Mstep: Class 2 contains 21047 members 
Entering Unmasked Estep 
Score: -5222880.000000 Penalty: 5271.397949
	Iteration 2Q: 3 clusters Score -5222880 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20109 members 
Mstep: Class 2 contains 21158 members 
Entering Unmasked Estep 
Score: -5223591.500000 Penalty: 5271.397949
	Iteration 3Q: 3 clusters Score -5223592 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19967 members 
Mstep: Class 2 contains 21300 members 
Entering Unmasked Estep 
Score: -5224459.000000 Penalty: 5271.397949
	Iteration 4Q: 3 clusters Score -5224459 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19788 members 
Mstep: Class 2 contains 21479 members 
Entering Unmasked Estep 
Score: -5225398.500000 Penalty: 5271.397949
	Iteration 5Q: 3 clusters Score -5225398 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19650 members 
Mstep: Class 2 contains 21617 members 
Entering Unmasked Estep 
Score: -5226456.000000 Penalty: 5271.397949
	Iteration 6Q: 3 clusters Score -5226456 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19507 members 
Mstep: Class 2 contains 21760 members 
Entering Unmasked Estep 
Score: -5227741.500000 Penalty: 5271.397949
	Iteration 7F: 3 clusters Score -5227742 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19375 members 
Mstep: Class 2 contains 21892 members 
Entering Unmasked Estep 
Score: -5229135.500000 Penalty: 5271.397949
	Iteration 8F: 3 clusters Score -5229136 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19258 members 
Mstep: Class 2 contains 22009 members 
Entering Unmasked Estep 
Score: -5230340.500000 Penalty: 5271.397949
	Iteration 9F: 3 clusters Score -5230340 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19182 members 
Mstep: Class 2 contains 22085 members 
Entering Unmasked Estep 
Score: -5231202.000000 Penalty: 5271.397949
	Iteration 10Q: 3 clusters Score -5231202 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19107 members 
Mstep: Class 2 contains 22160 members 
Entering Unmasked Estep 
Score: -5231665.000000 Penalty: 5271.397949
	Iteration 11Q: 3 clusters Score -5231665 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19080 members 
Mstep: Class 2 contains 22187 members 
Entering Unmasked Estep 
Score: -5231905.500000 Penalty: 5271.397949
	Iteration 12Q: 3 clusters Score -5231906 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19047 members 
Mstep: Class 2 contains 22220 members 
Entering Unmasked Estep 
Score: -5232024.000000 Penalty: 5271.397949
	Iteration 13Q: 3 clusters Score -5232024 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19036 members 
Mstep: Class 2 contains 22231 members 
Entering Unmasked Estep 
Score: -5232122.500000 Penalty: 5271.397949
	Iteration 14Q: 3 clusters Score -5232122 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19025 members 
Mstep: Class 2 contains 22242 members 
Entering Unmasked Estep 
Score: -5232184.000000 Penalty: 5271.397949
	Iteration 15Q: 3 clusters Score -5232184 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19022 members 
Mstep: Class 2 contains 22245 members 
Entering Unmasked Estep 
Score: -5232261.000000 Penalty: 5271.397949
	Iteration 16Q: 3 clusters Score -5232261 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19020 members 
Mstep: Class 2 contains 22247 members 
Entering Unmasked Estep 
Score: -5232298.500000 Penalty: 5271.397949
	Iteration 17Q: 3 clusters Score -5232298 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19006 members 
Mstep: Class 2 contains 22261 members 
Entering Unmasked Estep 
Score: -5232327.000000 Penalty: 5271.397949
	Iteration 18Q: 3 clusters Score -5232327 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19007 members 
Mstep: Class 2 contains 22260 members 
Entering Unmasked Estep 
Score: -5232390.500000 Penalty: 5271.397949
	Iteration 19Q: 3 clusters Score -5232390 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19015 members 
Mstep: Class 2 contains 22252 members 
Entering Unmasked Estep 
Score: -5232407.500000 Penalty: 5271.397949
	Iteration 20F: 3 clusters Score -5232408 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19036 members 
Mstep: Class 2 contains 22231 members 
Entering Unmasked Estep 
Score: -5232436.000000 Penalty: 5271.397949
	Iteration 21Q: 3 clusters Score -5232436 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19035 members 
Mstep: Class 2 contains 22232 members 
Entering Unmasked Estep 
Score: -5232468.500000 Penalty: 5271.397949
	Iteration 22Q: 3 clusters Score -5232468 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19037 members 
Mstep: Class 2 contains 22230 members 
Entering Unmasked Estep 
Score: -5232495.500000 Penalty: 5271.397949
	Iteration 23Q: 3 clusters Score -5232496 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19040 members 
Mstep: Class 2 contains 22227 members 
Entering Unmasked Estep 
Score: -5232522.000000 Penalty: 5271.397949
	Iteration 24Q: 3 clusters Score -5232522 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19053 members 
Mstep: Class 2 contains 22214 members 
Entering Unmasked Estep 
Score: -5232561.000000 Penalty: 5271.397949
	Iteration 25Q: 3 clusters Score -5232561 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19058 members 
Mstep: Class 2 contains 22209 members 
Entering Unmasked Estep 
Score: -5232571.000000 Penalty: 5271.397949
	Iteration 26Q: 3 clusters Score -5232571 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19055 members 
Mstep: Class 2 contains 22212 members 
Entering Unmasked Estep 
Score: -5232613.500000 Penalty: 5271.397949
	Iteration 27Q: 3 clusters Score -5232614 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19060 members 
Mstep: Class 2 contains 22207 members 
Entering Unmasked Estep 
Score: -5232629.000000 Penalty: 5271.397949
	Iteration 28Q: 3 clusters Score -5232629 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19055 members 
Mstep: Class 2 contains 22212 members 
Entering Unmasked Estep 
Score: -5232652.500000 Penalty: 5271.397949
	Iteration 29Q: 3 clusters Score -5232652 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19042 members 
Mstep: Class 2 contains 22225 members 
Entering Unmasked Estep 
Score: -5232680.500000 Penalty: 5271.397949
	Iteration 30Q: 3 clusters Score -5232680 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19040 members 
Mstep: Class 2 contains 22227 members 
Entering Unmasked Estep 
Score: -5232678.500000 Penalty: 5271.397949
	Iteration 31Q: 3 clusters Score -5232678 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19047 members 
Mstep: Class 2 contains 22220 members 
Entering Unmasked Estep 
Score: -5232685.500000 Penalty: 5271.397949
	Iteration 32Q: 3 clusters Score -5232686 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19044 members 
Mstep: Class 2 contains 22223 members 
Entering Unmasked Estep 
Score: -5232696.500000 Penalty: 5271.397949
	Iteration 33Q: 3 clusters Score -5232696 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19034 members 
Mstep: Class 2 contains 22233 members 
Entering Unmasked Estep 
Score: -5232709.000000 Penalty: 5271.397949
	Iteration 34Q: 3 clusters Score -5232709 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19013 members 
Mstep: Class 2 contains 22254 members 
Entering Unmasked Estep 
Score: -5232707.500000 Penalty: 5271.397949
	Iteration 35Q: 3 clusters Score -5232708 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19000 members 
Mstep: Class 2 contains 22267 members 
Entering Unmasked Estep 
Score: -5232713.000000 Penalty: 5271.397949
	Iteration 36Q: 3 clusters Score -5232713 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18983 members 
Mstep: Class 2 contains 22284 members 
Entering Unmasked Estep 
Score: -5232727.000000 Penalty: 5271.397949
	Iteration 37Q: 3 clusters Score -5232727 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18982 members 
Mstep: Class 2 contains 22285 members 
Entering Unmasked Estep 
Score: -5232766.500000 Penalty: 5271.397949
	Iteration 38Q: 3 clusters Score -5232766 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18959 members 
Mstep: Class 2 contains 22308 members 
Entering Unmasked Estep 
Score: -5232782.000000 Penalty: 5271.397949
	Iteration 39Q: 3 clusters Score -5232782 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18940 members 
Mstep: Class 2 contains 22327 members 
Entering Unmasked Estep 
Score: -5232788.000000 Penalty: 5271.397949
	Iteration 40F: 3 clusters Score -5232788 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18912 members 
Mstep: Class 2 contains 22355 members 
Entering Unmasked Estep 
Score: -5232799.000000 Penalty: 5271.397949
	Iteration 41Q: 3 clusters Score -5232799 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18894 members 
Mstep: Class 2 contains 22373 members 
Entering Unmasked Estep 
Score: -5232818.500000 Penalty: 5271.397949
	Iteration 42Q: 3 clusters Score -5232818 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18851 members 
Mstep: Class 2 contains 22416 members 
Entering Unmasked Estep 
Score: -5232846.500000 Penalty: 5271.397949
	Iteration 43Q: 3 clusters Score -5232846 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18807 members 
Mstep: Class 2 contains 22460 members 
Entering Unmasked Estep 
Score: -5232829.500000 Penalty: 5271.397949
	Iteration 44Q: 3 clusters Score -5232830 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18766 members 
Mstep: Class 2 contains 22501 members 
Entering Unmasked Estep 
Score: -5232842.500000 Penalty: 5271.397949
	Iteration 45Q: 3 clusters Score -5232842 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18733 members 
Mstep: Class 2 contains 22534 members 
Entering Unmasked Estep 
Score: -5232881.500000 Penalty: 5271.397949
	Iteration 46Q: 3 clusters Score -5232882 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18682 members 
Mstep: Class 2 contains 22585 members 
Entering Unmasked Estep 
Score: -5232916.000000 Penalty: 5271.397949
	Iteration 47Q: 3 clusters Score -5232916 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18624 members 
Mstep: Class 2 contains 22643 members 
Entering Unmasked Estep 
Score: -5232940.500000 Penalty: 5271.397949
	Iteration 48Q: 3 clusters Score -5232940 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18559 members 
Mstep: Class 2 contains 22708 members 
Entering Unmasked Estep 
Score: -5232973.500000 Penalty: 5271.397949
	Iteration 49Q: 3 clusters Score -5232974 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18484 members 
Mstep: Class 2 contains 22783 members 
Entering Unmasked Estep 
Score: -5232967.500000 Penalty: 5271.397949
	Iteration 50Q: 3 clusters Score -5232968 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18396 members 
Mstep: Class 2 contains 22871 members 
Entering Unmasked Estep 
Score: -5232994.500000 Penalty: 5271.397949
	Iteration 51Q: 3 clusters Score -5232994 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18290 members 
Mstep: Class 2 contains 22977 members 
Entering Unmasked Estep 
Score: -5233017.000000 Penalty: 5271.397949
	Iteration 52Q: 3 clusters Score -5233017 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18182 members 
Mstep: Class 2 contains 23085 members 
Entering Unmasked Estep 
Score: -5233051.000000 Penalty: 5271.397949
	Iteration 53Q: 3 clusters Score -5233051 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18059 members 
Mstep: Class 2 contains 23208 members 
Entering Unmasked Estep 
Score: -5233060.000000 Penalty: 5271.397949
	Iteration 54Q: 3 clusters Score -5233060 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17903 members 
Mstep: Class 2 contains 23364 members 
Entering Unmasked Estep 
Score: -5233112.500000 Penalty: 5271.397949
	Iteration 55Q: 3 clusters Score -5233112 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17735 members 
Mstep: Class 2 contains 23532 members 
Entering Unmasked Estep 
Score: -5233140.000000 Penalty: 5271.397949
	Iteration 56Q: 3 clusters Score -5233140 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17560 members 
Mstep: Class 2 contains 23707 members 
Entering Unmasked Estep 
Score: -5233182.500000 Penalty: 5271.397949
	Iteration 57Q: 3 clusters Score -5233182 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17373 members 
Mstep: Class 2 contains 23894 members 
Entering Unmasked Estep 
Score: -5233244.000000 Penalty: 5271.397949
	Iteration 58Q: 3 clusters Score -5233244 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17200 members 
Mstep: Class 2 contains 24067 members 
Entering Unmasked Estep 
Score: -5233262.000000 Penalty: 5271.397949
	Iteration 59Q: 3 clusters Score -5233262 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17014 members 
Mstep: Class 2 contains 24253 members 
Entering Unmasked Estep 
Score: -5233338.500000 Penalty: 5271.397949
	Iteration 60F: 3 clusters Score -5233338 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16797 members 
Mstep: Class 2 contains 24470 members 
Entering Unmasked Estep 
Score: -5233397.000000 Penalty: 5271.397949
	Iteration 61Q: 3 clusters Score -5233397 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16556 members 
Mstep: Class 2 contains 24711 members 
Entering Unmasked Estep 
Score: -5233481.000000 Penalty: 5271.397949
	Iteration 62Q: 3 clusters Score -5233481 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16329 members 
Mstep: Class 2 contains 24938 members 
Entering Unmasked Estep 
Score: -5233555.500000 Penalty: 5271.397949
	Iteration 63Q: 3 clusters Score -5233556 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16074 members 
Mstep: Class 2 contains 25193 members 
Entering Unmasked Estep 
Score: -5233623.500000 Penalty: 5271.397949
	Iteration 64Q: 3 clusters Score -5233624 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15818 members 
Mstep: Class 2 contains 25449 members 
Entering Unmasked Estep 
Score: -5233709.500000 Penalty: 5271.397949
	Iteration 65Q: 3 clusters Score -5233710 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15548 members 
Mstep: Class 2 contains 25719 members 
Entering Unmasked Estep 
Score: -5233784.000000 Penalty: 5271.397949
	Iteration 66Q: 3 clusters Score -5233784 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15253 members 
Mstep: Class 2 contains 26014 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -5233900 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14941 members 
Mstep: Class 2 contains 26326 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -5234028 nChanged 431
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14624 members 
Mstep: Class 2 contains 26643 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -5234151 nChanged 421
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14341 members 
Mstep: Class 2 contains 26926 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -5234264 nChanged 406
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Mstep: Class 1 contains 14063 members 
Mstep: Class 2 contains 27204 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -5234349 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13768 members 
Mstep: Class 2 contains 27499 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -5234457 nChanged 415
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Mstep: Class 1 contains 13467 members 
Mstep: Class 2 contains 27800 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -5234592 nChanged 379
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13192 members 
Mstep: Class 2 contains 28075 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -5234674 nChanged 323
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12943 members 
Mstep: Class 2 contains 28324 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -5234724 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12679 members 
Mstep: Class 2 contains 28588 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -5234807 nChanged 346
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Mstep: Class 1 contains 12421 members 
Mstep: Class 2 contains 28846 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -5234896 nChanged 323
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12158 members 
Mstep: Class 2 contains 29109 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -5234926 nChanged 299
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Mstep: Class 1 contains 11925 members 
Mstep: Class 2 contains 29342 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -5235010 nChanged 310
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Mstep: Class 1 contains 11685 members 
Mstep: Class 2 contains 29582 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -5235064 nChanged 302
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Mstep: Class 1 contains 11421 members 
Mstep: Class 2 contains 29846 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -5235138 nChanged 289
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Mstep: Class 1 contains 11180 members 
Mstep: Class 2 contains 30087 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -5235216 nChanged 300
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10936 members 
Mstep: Class 2 contains 30331 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -5235260 nChanged 286
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10712 members 
Mstep: Class 2 contains 30555 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -5235326 nChanged 255
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10495 members 
Mstep: Class 2 contains 30772 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -5235350 nChanged 256
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Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 30996 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -5235422 nChanged 294
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Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 31270 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -5235493 nChanged 300
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Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 31546 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -5235573 nChanged 283
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Mstep: Class 1 contains 9458 members 
Mstep: Class 2 contains 31809 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -5235655 nChanged 305
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Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 32096 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -5235732 nChanged 294
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Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 32368 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -5235814 nChanged 296
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 32640 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 32903 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -5235956 nChanged 285
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Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 33182 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -5236006 nChanged 285
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Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 33455 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -5236084 nChanged 305
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 33742 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -5236171 nChanged 319
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 34051 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 34373 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 34693 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 34981 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 35262 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 35528 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 35792 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -5236842 nChanged 255
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 36043 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -5236912 nChanged 238
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 36279 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 36499 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -5237022 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 36708 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 36884 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -5237130 nChanged 176
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 37054 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -5237196 nChanged 174
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 37228 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -5237239 nChanged 150
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Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 37378 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -5237294 nChanged 143
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 37519 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -5237333 nChanged 116
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Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 37633 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -5237377 nChanged 115
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Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 37748 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -5237402 nChanged 117
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 37863 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -5237412 nChanged 123
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Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 37980 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -5237456 nChanged 117
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Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 38095 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -5237504 nChanged 138
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Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 38227 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -5237555 nChanged 140
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 38359 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -5237632 nChanged 131
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Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 38484 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -5237665 nChanged 131
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 38611 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -5237737 nChanged 132
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Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 38727 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -5237779 nChanged 118
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Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 38829 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -5237827 nChanged 115
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Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 38938 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -5237888 nChanged 88
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Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 39024 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -5237927 nChanged 84
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Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 39086 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -5237968 nChanged 70
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Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 39152 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -5237980 nChanged 68
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Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 39206 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -5237991 nChanged 60
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Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 39254 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -5238019 nChanged 55
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Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 39303 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -5238030 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 39345 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -5238058 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 39378 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -5238064 nChanged 34
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Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 39402 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -5238068 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 39420 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -5238075 nChanged 15
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Mstep: Class 1 contains 1836 members 
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Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -5238072 nChanged 14
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	Iteration 136Q: 3 clusters Score -5238082 nChanged 12
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Mstep: Class 1 contains 1814 members 
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	Iteration 137Q: 3 clusters Score -5238082 nChanged 11
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 138Q: 3 clusters Score -5238092 nChanged 9
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Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 39469 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -5238092 nChanged 8
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Mstep: Class 2 contains 39477 members 
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	Iteration 140F: 3 clusters Score -5238095 nChanged 3
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	Iteration 141Q: 3 clusters Score -5238096 nChanged 3
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Mstep: Class 1 contains 1786 members 
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	Iteration 142Q: 3 clusters Score -5238092 nChanged 6
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	Iteration 143Q: 3 clusters Score -5238100 nChanged 6
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	Iteration 144Q: 3 clusters Score -5238096 nChanged 9
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	Iteration 145Q: 3 clusters Score -5238100 nChanged 5
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	Iteration 146Q: 3 clusters Score -5238100 nChanged 11
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	Iteration 147Q: 3 clusters Score -5238092 nChanged 6
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	Iteration 148Q: 3 clusters Score -5238101 nChanged 7
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	Iteration 149Q: 3 clusters Score -5238106 nChanged 8
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	Iteration 150Q: 3 clusters Score -5238104 nChanged 5
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	Iteration 151Q: 3 clusters Score -5238098 nChanged 7
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	Iteration 152Q: 3 clusters Score -5238104 nChanged 4
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	Iteration 153Q: 3 clusters Score -5238104 nChanged 3
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	Iteration 154Q: 3 clusters Score -5238106 nChanged 6
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	Iteration 155Q: 3 clusters Score -5238109 nChanged 5
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	Iteration 156Q: 3 clusters Score -5238114 nChanged 8
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	Iteration 157Q: 3 clusters Score -5238114 nChanged 12
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	Iteration 158Q: 3 clusters Score -5238120 nChanged 6
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	Iteration 159Q: 3 clusters Score -5238118 nChanged 3
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Score: -5238116.000000 Penalty: 5271.397949
	Iteration 160F: 3 clusters Score -5238116 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 39578 members 
Entering Unmasked Estep 
Score: -5238125.000000 Penalty: 5271.397949
	Iteration 161Q: 3 clusters Score -5238125 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 39577 members 
Entering Unmasked Estep 
Score: -5238121.500000 Penalty: 5271.397949
	Iteration 162Q: 3 clusters Score -5238122 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 39579 members 
Entering Unmasked Estep 
Score: -5238116.500000 Penalty: 5271.397949
	Iteration 163Q: 3 clusters Score -5238116 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 39580 members 
Entering Unmasked Estep 
Score: -5238119.500000 Penalty: 5271.397949
	Iteration 164Q: 3 clusters Score -5238120 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 39581 members 
Entering Unmasked Estep 
Score: -5238122.500000 Penalty: 5271.397949
	Iteration 165Q: 3 clusters Score -5238122 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 39584 members 
Entering Unmasked Estep 
Score: -5238128.000000 Penalty: 5271.397949
	Iteration 166Q: 3 clusters Score -5238128 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 39589 members 
Entering Unmasked Estep 
Score: -5238127.000000 Penalty: 5271.397949
	Iteration 167Q: 3 clusters Score -5238127 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 39593 members 
Entering Unmasked Estep 
Score: -5238124.500000 Penalty: 5271.397949
	Iteration 168Q: 3 clusters Score -5238124 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 39600 members 
Entering Unmasked Estep 
Score: -5238134.000000 Penalty: 5271.397949
	Iteration 169Q: 3 clusters Score -5238134 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 39604 members 
Entering Unmasked Estep 
Score: -5238124.000000 Penalty: 5271.397949
	Iteration 170Q: 3 clusters Score -5238124 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 39608 members 
Entering Unmasked Estep 
Score: -5238125.000000 Penalty: 5271.397949
	Iteration 171Q: 3 clusters Score -5238125 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 39612 members 
Entering Unmasked Estep 
Score: -5238125.500000 Penalty: 5271.397949
	Iteration 172Q: 3 clusters Score -5238126 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 39615 members 
Entering Unmasked Estep 
Score: -5238131.000000 Penalty: 5271.397949
	Iteration 173Q: 3 clusters Score -5238131 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 39619 members 
Entering Unmasked Estep 
Score: -5238129.500000 Penalty: 5271.397949
	Iteration 174Q: 3 clusters Score -5238130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 39621 members 
Entering Unmasked Estep 
Score: -5238132.000000 Penalty: 5271.397949
	Iteration 175Q: 3 clusters Score -5238132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 39622 members 
Entering Unmasked Estep 
Score: -5238136.000000 Penalty: 5271.397949
	Iteration 176Q: 3 clusters Score -5238136 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 39628 members 
Entering Unmasked Estep 
Score: -5238135.000000 Penalty: 5271.397949
	Iteration 177Q: 3 clusters Score -5238135 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 39633 members 
Entering Unmasked Estep 
Score: -5238144.000000 Penalty: 5271.397949
	Iteration 178Q: 3 clusters Score -5238144 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 39641 members 
Entering Unmasked Estep 
Score: -5238153.000000 Penalty: 5271.397949
	Iteration 179Q: 3 clusters Score -5238153 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 39653 members 
Entering Unmasked Estep 
Score: -5238159.500000 Penalty: 5271.397949
	Iteration 180F: 3 clusters Score -5238160 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 39657 members 
Entering Unmasked Estep 
Score: -5238158.500000 Penalty: 5271.397949
	Iteration 181Q: 3 clusters Score -5238158 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 39665 members 
Entering Unmasked Estep 
Score: -5238173.000000 Penalty: 5271.397949
	Iteration 182Q: 3 clusters Score -5238173 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 39679 members 
Entering Unmasked Estep 
Score: -5238176.500000 Penalty: 5271.397949
	Iteration 183Q: 3 clusters Score -5238176 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 39697 members 
Entering Unmasked Estep 
Score: -5238186.500000 Penalty: 5271.397949
	Iteration 184Q: 3 clusters Score -5238186 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 39709 members 
Entering Unmasked Estep 
Score: -5238188.500000 Penalty: 5271.397949
	Iteration 185Q: 3 clusters Score -5238188 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 39722 members 
Entering Unmasked Estep 
Score: -5238192.500000 Penalty: 5271.397949
	Iteration 186Q: 3 clusters Score -5238192 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 39739 members 
Entering Unmasked Estep 
Score: -5238201.000000 Penalty: 5271.397949
	Iteration 187Q: 3 clusters Score -5238201 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 39760 members 
Entering Unmasked Estep 
Score: -5238211.000000 Penalty: 5271.397949
	Iteration 188Q: 3 clusters Score -5238211 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 39782 members 
Entering Unmasked Estep 
Score: -5238226.500000 Penalty: 5271.397949
	Iteration 189Q: 3 clusters Score -5238226 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 39803 members 
Entering Unmasked Estep 
Score: -5238242.500000 Penalty: 5271.397949
	Iteration 190Q: 3 clusters Score -5238242 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 39822 members 
Entering Unmasked Estep 
Score: -5238257.500000 Penalty: 5271.397949
	Iteration 191Q: 3 clusters Score -5238258 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 39846 members 
Entering Unmasked Estep 
Score: -5238282.500000 Penalty: 5271.397949
	Iteration 192Q: 3 clusters Score -5238282 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 39858 members 
Entering Unmasked Estep 
Score: -5238299.500000 Penalty: 5271.397949
	Iteration 193Q: 3 clusters Score -5238300 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 39877 members 
Entering Unmasked Estep 
Score: -5238333.000000 Penalty: 5271.397949
	Iteration 194Q: 3 clusters Score -5238333 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 39898 members 
Entering Unmasked Estep 
Score: -5238352.000000 Penalty: 5271.397949
	Iteration 195Q: 3 clusters Score -5238352 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 39921 members 
Entering Unmasked Estep 
Score: -5238359.500000 Penalty: 5271.397949
	Iteration 196Q: 3 clusters Score -5238360 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 39932 members 
Entering Unmasked Estep 
Score: -5238378.500000 Penalty: 5271.397949
	Iteration 197Q: 3 clusters Score -5238378 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 39940 members 
Entering Unmasked Estep 
Score: -5238381.500000 Penalty: 5271.397949
	Iteration 198Q: 3 clusters Score -5238382 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 39945 members 
Entering Unmasked Estep 
Score: -5238386.000000 Penalty: 5271.397949
	Iteration 199Q: 3 clusters Score -5238386 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 39948 members 
Entering Unmasked Estep 
Score: -5238389.500000 Penalty: 5271.397949
	Iteration 200F: 3 clusters Score -5238390 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 39948 members 
Entering Unmasked Estep 
Score: -5238396.000000 Penalty: 5271.397949
	Iteration 201Q: 3 clusters Score -5238396 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 39947 members 
Entering Unmasked Estep 
Score: -5238390.000000 Penalty: 5271.397949
	Iteration 202Q: 3 clusters Score -5238390 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 39949 members 
Entering Unmasked Estep 
Score: -5238395.000000 Penalty: 5271.397949
	Iteration 203Q: 3 clusters Score -5238395 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 39951 members 
Entering Unmasked Estep 
Score: -5238398.500000 Penalty: 5271.397949
	Iteration 204Q: 3 clusters Score -5238398 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 39952 members 
Entering Unmasked Estep 
Score: -5238399.500000 Penalty: 5271.397949
	Iteration 205Q: 3 clusters Score -5238400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 39954 members 
Entering Unmasked Estep 
Score: -5238395.500000 Penalty: 5271.397949
	Iteration 206Q: 3 clusters Score -5238396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 39956 members 
Entering Unmasked Estep 
Score: -5238396.500000 Penalty: 5271.397949
	Iteration 207Q: 3 clusters Score -5238396 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 39957 members 
Entering Unmasked Estep 
Score: -5238394.000000 Penalty: 5271.397949
	Iteration 208Q: 3 clusters Score -5238394 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 39956 members 
Entering Unmasked Estep 
Score: -5238395.000000 Penalty: 5271.397949
	Iteration 209Q: 3 clusters Score -5238395 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 39956 members 
Entering Unmasked Estep 
Score: -5238395.000000 Penalty: 5271.397949
	Iteration 210F: 3 clusters Score -5238395 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Entering Unmasked Estep 
Score: -683174.625000 Penalty: 2113.944824
	Iteration 0F: 2 clusters Score -683174.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -679079.312500 Penalty: 4227.889648
	Iteration 0F: 3 clusters Score -679079.3 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -683492.312500 Penalty: 4227.889648
	Iteration 1F: 3 clusters Score -683492.3 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -684954.187500 Penalty: 4227.889648
	Iteration 2F: 3 clusters Score -684954.2 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -685615.000000 Penalty: 4227.889648
	Iteration 3F: 3 clusters Score -685615 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -685925.125000 Penalty: 4227.889648
	Iteration 4Q: 3 clusters Score -685925.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -686121.125000 Penalty: 4227.889648
	Iteration 5Q: 3 clusters Score -686121.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -686268.687500 Penalty: 4227.889648
	Iteration 6Q: 3 clusters Score -686268.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -686422.000000 Penalty: 4227.889648
	Iteration 7Q: 3 clusters Score -686422 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -686557.875000 Penalty: 4227.889648
	Iteration 8Q: 3 clusters Score -686557.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -686672.375000 Penalty: 4227.889648
	Iteration 9Q: 3 clusters Score -686672.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -686765.750000 Penalty: 4227.889648
	Iteration 10Q: 3 clusters Score -686765.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -686820.000000 Penalty: 4227.889648
	Iteration 11Q: 3 clusters Score -686820 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -686867.312500 Penalty: 4227.889648
	Iteration 12Q: 3 clusters Score -686867.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -686897.937500 Penalty: 4227.889648
	Iteration 13Q: 3 clusters Score -686897.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -686951.625000 Penalty: 4227.889648
	Iteration 14Q: 3 clusters Score -686951.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -686996.687500 Penalty: 4227.889648
	Iteration 15Q: 3 clusters Score -686996.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -687021.312500 Penalty: 4227.889648
	Iteration 16Q: 3 clusters Score -687021.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -687030.937500 Penalty: 4227.889648
	Iteration 17Q: 3 clusters Score -687030.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -687029.687500 Penalty: 4227.889648
	Iteration 18Q: 3 clusters Score -687029.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -687035.312500 Penalty: 4227.889648
	Iteration 19Q: 3 clusters Score -687035.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -687046.750000 Penalty: 4227.889648
	Iteration 20F: 3 clusters Score -687046.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -687051.750000 Penalty: 4227.889648
	Iteration 21Q: 3 clusters Score -687051.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -687059.750000 Penalty: 4227.889648
	Iteration 22Q: 3 clusters Score -687059.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -687087.875000 Penalty: 4227.889648
	Iteration 23Q: 3 clusters Score -687087.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -687102.000000 Penalty: 4227.889648
	Iteration 24Q: 3 clusters Score -687102 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -687140.937500 Penalty: 4227.889648
	Iteration 25Q: 3 clusters Score -687140.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -687150.437500 Penalty: 4227.889648
	Iteration 26Q: 3 clusters Score -687150.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -687156.250000 Penalty: 4227.889648
	Iteration 27Q: 3 clusters Score -687156.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -687166.312500 Penalty: 4227.889648
	Iteration 28Q: 3 clusters Score -687166.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -687163.125000 Penalty: 4227.889648
	Iteration 29Q: 3 clusters Score -687163.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -687173.125000 Penalty: 4227.889648
	Iteration 30Q: 3 clusters Score -687173.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -687175.437500 Penalty: 4227.889648
	Iteration 31Q: 3 clusters Score -687175.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -687170.437500 Penalty: 4227.889648
	Iteration 32Q: 3 clusters Score -687170.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -687171.437500 Penalty: 4227.889648
	Iteration 33Q: 3 clusters Score -687171.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -687165.687500 Penalty: 4227.889648
	Iteration 34Q: 3 clusters Score -687165.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -687169.437500 Penalty: 4227.889648
	Iteration 35Q: 3 clusters Score -687169.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -687162.500000 Penalty: 4227.889648
	Iteration 36Q: 3 clusters Score -687162.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -687179.125000 Penalty: 4227.889648
	Iteration 37Q: 3 clusters Score -687179.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -687169.250000 Penalty: 4227.889648
	Iteration 38Q: 3 clusters Score -687169.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -687181.562500 Penalty: 4227.889648
	Iteration 39Q: 3 clusters Score -687181.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -687181.437500 Penalty: 4227.889648
	Iteration 40F: 3 clusters Score -687181.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -687177.000000 Penalty: 4227.889648
	Iteration 41Q: 3 clusters Score -687177 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -687177.000000 Penalty: 4227.889648
	Iteration 42F: 3 clusters Score -687177 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 51422 members 
Mstep: Class 3 contains 5250 members 
Mstep: Class 4 contains 27292 members 
Mstep: Class 5 contains 9231 members 
Mstep: Class 6 contains 4493 members 
Mstep: Class 7 contains 26736 members 
Mstep: Class 8 contains 475 members 
Mstep: Class 9 contains 5991 members 
Mstep: Class 10 contains 2843 members 
Mstep: Class 11 contains 38151 members 
Mstep: Class 12 contains 23714 members 
Mstep: Class 13 contains 215680 members 
Mstep: Class 14 contains 41267 members 
Mstep: Class 15 contains 1051 members 
Mstep: Class 16 contains 46203 members 
Mstep: Class 17 contains 9832 members 
Mstep: Class 18 contains 14255 members 
Mstep: Class 19 contains 62494 members 
Mstep: Class 20 contains 11141 members 
Mstep: Class 21 contains 15963 members 
Mstep: Class 22 contains 2966 members 
Mstep: Class 23 contains 2562 members 
Mstep: Class 24 contains 18621 members 
Mstep: Class 25 contains 2046 members 
Mstep: Class 26 contains 19596 members 
Mstep: Class 27 contains 6158 members 
Mstep: Class 28 contains 4157 members 
Mstep: Class 29 contains 38347 members 
Mstep: Class 30 contains 4488 members 
Mstep: Class 31 contains 654 members 
Mstep: Class 32 contains 1400 members 
Mstep: Class 33 contains 46933 members 
Mstep: Class 34 contains 1438 members 
Mstep: Class 35 contains 8137 members 
Mstep: Class 36 contains 2463 members 
Mstep: Class 37 contains 164832 members 
Mstep: Class 38 contains 8893 members 
Mstep: Class 39 contains 4265 members 
Mstep: Class 40 contains 5251 members 
Mstep: Class 41 contains 2865 members 
Mstep: Class 42 contains 3636 members 
Mstep: Class 43 contains 531 members 
Mstep: Class 44 contains 3473 members 
Mstep: Class 45 contains 1905 members 
Mstep: Class 46 contains 1062 members 
Mstep: Class 47 contains 4873 members 
Mstep: Class 48 contains 6186 members 
Mstep: Class 49 contains 4237 members 
Mstep: Class 50 contains 5947 members 
Mstep: Class 51 contains 177295 members 
Mstep: Class 52 contains 376 members 
Mstep: Class 53 contains 759 members 
Mstep: Class 54 contains 1349 members 
Mstep: Class 55 contains 4096 members 
Mstep: Class 56 contains 1752 members 
Mstep: Class 57 contains 164 members 
Mstep: Class 58 contains 6720 members 
Mstep: Class 59 contains 3983 members 
Entering Unmasked Estep 
Score: -147515200.000000 Penalty: 204672.296875
Splitting cluster 15 changes total score from -147511968.000000 to -147515200.000000
So it's getting split into cluster 59.
Entering ConstructFrom: 
Trying to split cluster 16 (46203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46203 members 
Entering Unmasked Estep 
Score: -5827890.500000 Penalty: 2663.718262
	Iteration 0F: 2 clusters Score -5827890 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23117 members 
Mstep: Class 2 contains 23086 members 
Entering Unmasked Estep 
Score: -5796669.500000 Penalty: 5327.436523
	Iteration 0F: 3 clusters Score -5796670 nChanged 21272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23151 members 
Mstep: Class 2 contains 23052 members 
Entering Unmasked Estep 
Score: -5808740.000000 Penalty: 5327.436523
	Iteration 1F: 3 clusters Score -5808740 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23219 members 
Mstep: Class 2 contains 22984 members 
Entering Unmasked Estep 
Score: -5809664.500000 Penalty: 5327.436523
	Iteration 2Q: 3 clusters Score -5809664 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23406 members 
Mstep: Class 2 contains 22797 members 
Entering Unmasked Estep 
Score: -5810927.500000 Penalty: 5327.436523
	Iteration 3F: 3 clusters Score -5810928 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23612 members 
Mstep: Class 2 contains 22591 members 
Entering Unmasked Estep 
Score: -5812776.500000 Penalty: 5327.436523
	Iteration 4F: 3 clusters Score -5812776 nChanged 3281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23939 members 
Mstep: Class 2 contains 22264 members 
Entering Unmasked Estep 
Score: -5815317.000000 Penalty: 5327.436523
	Iteration 5F: 3 clusters Score -5815317 nChanged 3310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24389 members 
Mstep: Class 2 contains 21814 members 
Entering Unmasked Estep 
Score: -5817885.500000 Penalty: 5327.436523
	Iteration 6F: 3 clusters Score -5817886 nChanged 3129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24850 members 
Mstep: Class 2 contains 21353 members 
Entering Unmasked Estep 
Score: -5820220.000000 Penalty: 5327.436523
	Iteration 7F: 3 clusters Score -5820220 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25199 members 
Mstep: Class 2 contains 21004 members 
Entering Unmasked Estep 
Score: -5822234.000000 Penalty: 5327.436523
	Iteration 8F: 3 clusters Score -5822234 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25461 members 
Mstep: Class 2 contains 20742 members 
Entering Unmasked Estep 
Score: -5823701.500000 Penalty: 5327.436523
	Iteration 9Q: 3 clusters Score -5823702 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25643 members 
Mstep: Class 2 contains 20560 members 
Entering Unmasked Estep 
Score: -5824699.000000 Penalty: 5327.436523
	Iteration 10Q: 3 clusters Score -5824699 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25746 members 
Mstep: Class 2 contains 20457 members 
Entering Unmasked Estep 
Score: -5825405.000000 Penalty: 5327.436523
	Iteration 11Q: 3 clusters Score -5825405 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25811 members 
Mstep: Class 2 contains 20392 members 
Entering Unmasked Estep 
Score: -5825977.500000 Penalty: 5327.436523
	Iteration 12Q: 3 clusters Score -5825978 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25815 members 
Mstep: Class 2 contains 20388 members 
Entering Unmasked Estep 
Score: -5826452.500000 Penalty: 5327.436523
	Iteration 13Q: 3 clusters Score -5826452 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25798 members 
Mstep: Class 2 contains 20405 members 
Entering Unmasked Estep 
Score: -5826811.500000 Penalty: 5327.436523
	Iteration 14Q: 3 clusters Score -5826812 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25801 members 
Mstep: Class 2 contains 20402 members 
Entering Unmasked Estep 
Score: -5827050.500000 Penalty: 5327.436523
	Iteration 15Q: 3 clusters Score -5827050 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25814 members 
Mstep: Class 2 contains 20389 members 
Entering Unmasked Estep 
Score: -5827208.500000 Penalty: 5327.436523
	Iteration 16Q: 3 clusters Score -5827208 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25856 members 
Mstep: Class 2 contains 20347 members 
Entering Unmasked Estep 
Score: -5827290.000000 Penalty: 5327.436523
	Iteration 17Q: 3 clusters Score -5827290 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25872 members 
Mstep: Class 2 contains 20331 members 
Entering Unmasked Estep 
Score: -5827357.500000 Penalty: 5327.436523
	Iteration 18Q: 3 clusters Score -5827358 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25890 members 
Mstep: Class 2 contains 20313 members 
Entering Unmasked Estep 
Score: -5827415.500000 Penalty: 5327.436523
	Iteration 19Q: 3 clusters Score -5827416 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25937 members 
Mstep: Class 2 contains 20266 members 
Entering Unmasked Estep 
Score: -5827445.500000 Penalty: 5327.436523
	Iteration 20F: 3 clusters Score -5827446 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25977 members 
Mstep: Class 2 contains 20226 members 
Entering Unmasked Estep 
Score: -5827494.500000 Penalty: 5327.436523
	Iteration 21Q: 3 clusters Score -5827494 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26003 members 
Mstep: Class 2 contains 20200 members 
Entering Unmasked Estep 
Score: -5827490.000000 Penalty: 5327.436523
	Iteration 22Q: 3 clusters Score -5827490 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26033 members 
Mstep: Class 2 contains 20170 members 
Entering Unmasked Estep 
Score: -5827507.500000 Penalty: 5327.436523
	Iteration 23Q: 3 clusters Score -5827508 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26077 members 
Mstep: Class 2 contains 20126 members 
Entering Unmasked Estep 
Score: -5827515.000000 Penalty: 5327.436523
	Iteration 24Q: 3 clusters Score -5827515 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26114 members 
Mstep: Class 2 contains 20089 members 
Entering Unmasked Estep 
Score: -5827527.000000 Penalty: 5327.436523
	Iteration 25Q: 3 clusters Score -5827527 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26150 members 
Mstep: Class 2 contains 20053 members 
Entering Unmasked Estep 
Score: -5827539.000000 Penalty: 5327.436523
	Iteration 26Q: 3 clusters Score -5827539 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26193 members 
Mstep: Class 2 contains 20010 members 
Entering Unmasked Estep 
Score: -5827562.500000 Penalty: 5327.436523
	Iteration 27Q: 3 clusters Score -5827562 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26236 members 
Mstep: Class 2 contains 19967 members 
Entering Unmasked Estep 
Score: -5827540.000000 Penalty: 5327.436523
	Iteration 28Q: 3 clusters Score -5827540 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26278 members 
Mstep: Class 2 contains 19925 members 
Entering Unmasked Estep 
Score: -5827558.000000 Penalty: 5327.436523
	Iteration 29Q: 3 clusters Score -5827558 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26325 members 
Mstep: Class 2 contains 19878 members 
Entering Unmasked Estep 
Score: -5827557.500000 Penalty: 5327.436523
	Iteration 30Q: 3 clusters Score -5827558 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26365 members 
Mstep: Class 2 contains 19838 members 
Entering Unmasked Estep 
Score: -5827572.500000 Penalty: 5327.436523
	Iteration 31Q: 3 clusters Score -5827572 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26408 members 
Mstep: Class 2 contains 19795 members 
Entering Unmasked Estep 
Score: -5827590.000000 Penalty: 5327.436523
	Iteration 32Q: 3 clusters Score -5827590 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26460 members 
Mstep: Class 2 contains 19743 members 
Entering Unmasked Estep 
Score: -5827610.000000 Penalty: 5327.436523
	Iteration 33Q: 3 clusters Score -5827610 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26511 members 
Mstep: Class 2 contains 19692 members 
Entering Unmasked Estep 
Score: -5827627.000000 Penalty: 5327.436523
	Iteration 34Q: 3 clusters Score -5827627 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26577 members 
Mstep: Class 2 contains 19626 members 
Entering Unmasked Estep 
Score: -5827644.000000 Penalty: 5327.436523
	Iteration 35Q: 3 clusters Score -5827644 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26647 members 
Mstep: Class 2 contains 19556 members 
Entering Unmasked Estep 
Score: -5827645.000000 Penalty: 5327.436523
	Iteration 36Q: 3 clusters Score -5827645 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26714 members 
Mstep: Class 2 contains 19489 members 
Entering Unmasked Estep 
Score: -5827654.500000 Penalty: 5327.436523
	Iteration 37Q: 3 clusters Score -5827654 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26786 members 
Mstep: Class 2 contains 19417 members 
Entering Unmasked Estep 
Score: -5827695.000000 Penalty: 5327.436523
	Iteration 38Q: 3 clusters Score -5827695 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26864 members 
Mstep: Class 2 contains 19339 members 
Entering Unmasked Estep 
Score: -5827702.500000 Penalty: 5327.436523
	Iteration 39Q: 3 clusters Score -5827702 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26944 members 
Mstep: Class 2 contains 19259 members 
Entering Unmasked Estep 
Score: -5827701.000000 Penalty: 5327.436523
	Iteration 40F: 3 clusters Score -5827701 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27035 members 
Mstep: Class 2 contains 19168 members 
Entering Unmasked Estep 
Score: -5827712.500000 Penalty: 5327.436523
	Iteration 41Q: 3 clusters Score -5827712 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27130 members 
Mstep: Class 2 contains 19073 members 
Entering Unmasked Estep 
Score: -5827735.500000 Penalty: 5327.436523
	Iteration 42Q: 3 clusters Score -5827736 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27221 members 
Mstep: Class 2 contains 18982 members 
Entering Unmasked Estep 
Score: -5827747.000000 Penalty: 5327.436523
	Iteration 43Q: 3 clusters Score -5827747 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27303 members 
Mstep: Class 2 contains 18900 members 
Entering Unmasked Estep 
Score: -5827772.500000 Penalty: 5327.436523
	Iteration 44Q: 3 clusters Score -5827772 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27390 members 
Mstep: Class 2 contains 18813 members 
Entering Unmasked Estep 
Score: -5827799.000000 Penalty: 5327.436523
	Iteration 45Q: 3 clusters Score -5827799 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27487 members 
Mstep: Class 2 contains 18716 members 
Entering Unmasked Estep 
Score: -5827807.500000 Penalty: 5327.436523
	Iteration 46Q: 3 clusters Score -5827808 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27575 members 
Mstep: Class 2 contains 18628 members 
Entering Unmasked Estep 
Score: -5827831.500000 Penalty: 5327.436523
	Iteration 47Q: 3 clusters Score -5827832 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27662 members 
Mstep: Class 2 contains 18541 members 
Entering Unmasked Estep 
Score: -5827837.500000 Penalty: 5327.436523
	Iteration 48Q: 3 clusters Score -5827838 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27741 members 
Mstep: Class 2 contains 18462 members 
Entering Unmasked Estep 
Score: -5827844.500000 Penalty: 5327.436523
	Iteration 49Q: 3 clusters Score -5827844 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27807 members 
Mstep: Class 2 contains 18396 members 
Entering Unmasked Estep 
Score: -5827843.000000 Penalty: 5327.436523
	Iteration 50Q: 3 clusters Score -5827843 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27870 members 
Mstep: Class 2 contains 18333 members 
Entering Unmasked Estep 
Score: -5827851.000000 Penalty: 5327.436523
	Iteration 51Q: 3 clusters Score -5827851 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27928 members 
Mstep: Class 2 contains 18275 members 
Entering Unmasked Estep 
Score: -5827860.500000 Penalty: 5327.436523
	Iteration 52Q: 3 clusters Score -5827860 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27979 members 
Mstep: Class 2 contains 18224 members 
Entering Unmasked Estep 
Score: -5827864.000000 Penalty: 5327.436523
	Iteration 53Q: 3 clusters Score -5827864 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28022 members 
Mstep: Class 2 contains 18181 members 
Entering Unmasked Estep 
Score: -5827874.500000 Penalty: 5327.436523
	Iteration 54Q: 3 clusters Score -5827874 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28053 members 
Mstep: Class 2 contains 18150 members 
Entering Unmasked Estep 
Score: -5827875.500000 Penalty: 5327.436523
	Iteration 55Q: 3 clusters Score -5827876 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28077 members 
Mstep: Class 2 contains 18126 members 
Entering Unmasked Estep 
Score: -5827880.500000 Penalty: 5327.436523
	Iteration 56Q: 3 clusters Score -5827880 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28103 members 
Mstep: Class 2 contains 18100 members 
Entering Unmasked Estep 
Score: -5827893.000000 Penalty: 5327.436523
	Iteration 57Q: 3 clusters Score -5827893 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28127 members 
Mstep: Class 2 contains 18076 members 
Entering Unmasked Estep 
Score: -5827888.500000 Penalty: 5327.436523
	Iteration 58Q: 3 clusters Score -5827888 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28149 members 
Mstep: Class 2 contains 18054 members 
Entering Unmasked Estep 
Score: -5827884.500000 Penalty: 5327.436523
	Iteration 59Q: 3 clusters Score -5827884 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28167 members 
Mstep: Class 2 contains 18036 members 
Entering Unmasked Estep 
Score: -5827885.000000 Penalty: 5327.436523
	Iteration 60F: 3 clusters Score -5827885 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28182 members 
Mstep: Class 2 contains 18021 members 
Entering Unmasked Estep 
Score: -5827901.000000 Penalty: 5327.436523
	Iteration 61Q: 3 clusters Score -5827901 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28189 members 
Mstep: Class 2 contains 18014 members 
Entering Unmasked Estep 
Score: -5827901.500000 Penalty: 5327.436523
	Iteration 62Q: 3 clusters Score -5827902 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28197 members 
Mstep: Class 2 contains 18006 members 
Entering Unmasked Estep 
Score: -5827908.500000 Penalty: 5327.436523
	Iteration 63Q: 3 clusters Score -5827908 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28203 members 
Mstep: Class 2 contains 18000 members 
Entering Unmasked Estep 
Score: -5827907.000000 Penalty: 5327.436523
	Iteration 64Q: 3 clusters Score -5827907 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28208 members 
Mstep: Class 2 contains 17995 members 
Entering Unmasked Estep 
Score: -5827906.000000 Penalty: 5327.436523
	Iteration 65Q: 3 clusters Score -5827906 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28215 members 
Mstep: Class 2 contains 17988 members 
Entering Unmasked Estep 
Score: -5827901.500000 Penalty: 5327.436523
	Iteration 66Q: 3 clusters Score -5827902 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28225 members 
Mstep: Class 2 contains 17978 members 
Entering Unmasked Estep 
Score: -5827905.000000 Penalty: 5327.436523
	Iteration 67Q: 3 clusters Score -5827905 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28229 members 
Mstep: Class 2 contains 17974 members 
Entering Unmasked Estep 
Score: -5827906.500000 Penalty: 5327.436523
	Iteration 68Q: 3 clusters Score -5827906 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28233 members 
Mstep: Class 2 contains 17970 members 
Entering Unmasked Estep 
Score: -5827904.000000 Penalty: 5327.436523
	Iteration 69Q: 3 clusters Score -5827904 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28235 members 
Mstep: Class 2 contains 17968 members 
Entering Unmasked Estep 
Score: -5827907.500000 Penalty: 5327.436523
	Iteration 70Q: 3 clusters Score -5827908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28237 members 
Mstep: Class 2 contains 17966 members 
Entering Unmasked Estep 
Score: -5827911.500000 Penalty: 5327.436523
	Iteration 71Q: 3 clusters Score -5827912 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28237 members 
Mstep: Class 2 contains 17966 members 
Entering Unmasked Estep 
Score: -5827911.500000 Penalty: 5327.436523
	Iteration 72F: 3 clusters Score -5827912 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 51422 members 
Mstep: Class 3 contains 5250 members 
Mstep: Class 4 contains 27292 members 
Mstep: Class 5 contains 9231 members 
Mstep: Class 6 contains 4493 members 
Mstep: Class 7 contains 26736 members 
Mstep: Class 8 contains 475 members 
Mstep: Class 9 contains 5991 members 
Mstep: Class 10 contains 2843 members 
Mstep: Class 11 contains 38151 members 
Mstep: Class 12 contains 23714 members 
Mstep: Class 13 contains 215680 members 
Mstep: Class 14 contains 41267 members 
Mstep: Class 15 contains 1051 members 
Mstep: Class 16 contains 28237 members 
Mstep: Class 17 contains 9832 members 
Mstep: Class 18 contains 14255 members 
Mstep: Class 19 contains 62494 members 
Mstep: Class 20 contains 11141 members 
Mstep: Class 21 contains 15963 members 
Mstep: Class 22 contains 2966 members 
Mstep: Class 23 contains 2562 members 
Mstep: Class 24 contains 18621 members 
Mstep: Class 25 contains 2046 members 
Mstep: Class 26 contains 19596 members 
Mstep: Class 27 contains 6158 members 
Mstep: Class 28 contains 4157 members 
Mstep: Class 29 contains 38347 members 
Mstep: Class 30 contains 4488 members 
Mstep: Class 31 contains 654 members 
Mstep: Class 32 contains 1400 members 
Mstep: Class 33 contains 46933 members 
Mstep: Class 34 contains 1438 members 
Mstep: Class 35 contains 8137 members 
Mstep: Class 36 contains 2463 members 
Mstep: Class 37 contains 164832 members 
Mstep: Class 38 contains 8893 members 
Mstep: Class 39 contains 4265 members 
Mstep: Class 40 contains 5251 members 
Mstep: Class 41 contains 2865 members 
Mstep: Class 42 contains 3636 members 
Mstep: Class 43 contains 531 members 
Mstep: Class 44 contains 3473 members 
Mstep: Class 45 contains 1905 members 
Mstep: Class 46 contains 1062 members 
Mstep: Class 47 contains 4873 members 
Mstep: Class 48 contains 6186 members 
Mstep: Class 49 contains 4237 members 
Mstep: Class 50 contains 5947 members 
Mstep: Class 51 contains 177295 members 
Mstep: Class 52 contains 376 members 
Mstep: Class 53 contains 759 members 
Mstep: Class 54 contains 1349 members 
Mstep: Class 55 contains 4096 members 
Mstep: Class 56 contains 1752 members 
Mstep: Class 57 contains 164 members 
Mstep: Class 58 contains 6720 members 
Mstep: Class 59 contains 3983 members 
Mstep: Class 60 contains 17966 members 
Entering Unmasked Estep 
Score: -147513824.000000 Penalty: 208141.312500
Splitting cluster 16 changes total score from -147511968.000000 to -147513824.000000
So it's getting split into cluster 60.
Entering ConstructFrom: 
Trying to split cluster 17 (9832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Entering Unmasked Estep 
Score: -1239306.750000 Penalty: 2279.962646
	Iteration 0F: 2 clusters Score -1239307 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -1231781.250000 Penalty: 4559.925293
	Iteration 0F: 3 clusters Score -1231781 nChanged 4083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -1233894.625000 Penalty: 4559.925293
	Iteration 1F: 3 clusters Score -1233895 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -1234190.375000 Penalty: 4559.925293
	Iteration 2F: 3 clusters Score -1234190 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -1234413.500000 Penalty: 4559.925293
	Iteration 3F: 3 clusters Score -1234414 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -1234597.125000 Penalty: 4559.925293
	Iteration 4Q: 3 clusters Score -1234597 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -1234748.250000 Penalty: 4559.925293
	Iteration 5Q: 3 clusters Score -1234748 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -1234903.750000 Penalty: 4559.925293
	Iteration 6Q: 3 clusters Score -1234904 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -1235054.500000 Penalty: 4559.925293
	Iteration 7Q: 3 clusters Score -1235054 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -1235188.000000 Penalty: 4559.925293
	Iteration 8Q: 3 clusters Score -1235188 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -1235295.750000 Penalty: 4559.925293
	Iteration 9Q: 3 clusters Score -1235296 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -1235392.500000 Penalty: 4559.925293
	Iteration 10Q: 3 clusters Score -1235392 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -1235486.875000 Penalty: 4559.925293
	Iteration 11Q: 3 clusters Score -1235487 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -1235577.125000 Penalty: 4559.925293
	Iteration 12Q: 3 clusters Score -1235577 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -1235654.000000 Penalty: 4559.925293
	Iteration 13Q: 3 clusters Score -1235654 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -1235751.875000 Penalty: 4559.925293
	Iteration 14Q: 3 clusters Score -1235752 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -1235843.000000 Penalty: 4559.925293
	Iteration 15Q: 3 clusters Score -1235843 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -1235933.750000 Penalty: 4559.925293
	Iteration 16Q: 3 clusters Score -1235934 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -1236020.375000 Penalty: 4559.925293
	Iteration 17Q: 3 clusters Score -1236020 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -1236126.125000 Penalty: 4559.925293
	Iteration 18Q: 3 clusters Score -1236126 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -1236234.000000 Penalty: 4559.925293
	Iteration 19Q: 3 clusters Score -1236234 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -1236366.000000 Penalty: 4559.925293
	Iteration 20F: 3 clusters Score -1236366 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -1236498.625000 Penalty: 4559.925293
	Iteration 21Q: 3 clusters Score -1236499 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -1236639.625000 Penalty: 4559.925293
	Iteration 22Q: 3 clusters Score -1236640 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -1236784.125000 Penalty: 4559.925293
	Iteration 23Q: 3 clusters Score -1236784 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -1236924.500000 Penalty: 4559.925293
	Iteration 24Q: 3 clusters Score -1236924 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -1237039.875000 Penalty: 4559.925293
	Iteration 25Q: 3 clusters Score -1237040 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -1237145.625000 Penalty: 4559.925293
	Iteration 26Q: 3 clusters Score -1237146 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -1237222.625000 Penalty: 4559.925293
	Iteration 27Q: 3 clusters Score -1237223 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -1237270.750000 Penalty: 4559.925293
	Iteration 28Q: 3 clusters Score -1237271 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -1237304.000000 Penalty: 4559.925293
	Iteration 29Q: 3 clusters Score -1237304 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -1237324.625000 Penalty: 4559.925293
	Iteration 30Q: 3 clusters Score -1237325 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -1237339.375000 Penalty: 4559.925293
	Iteration 31Q: 3 clusters Score -1237339 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -1237349.750000 Penalty: 4559.925293
	Iteration 32Q: 3 clusters Score -1237350 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -1237354.125000 Penalty: 4559.925293
	Iteration 33Q: 3 clusters Score -1237354 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -1237360.250000 Penalty: 4559.925293
	Iteration 34Q: 3 clusters Score -1237360 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -1237364.250000 Penalty: 4559.925293
	Iteration 35Q: 3 clusters Score -1237364 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -1237368.875000 Penalty: 4559.925293
	Iteration 36Q: 3 clusters Score -1237369 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -1237374.250000 Penalty: 4559.925293
	Iteration 37Q: 3 clusters Score -1237374 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -1237376.625000 Penalty: 4559.925293
	Iteration 38Q: 3 clusters Score -1237377 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -1237384.375000 Penalty: 4559.925293
	Iteration 39Q: 3 clusters Score -1237384 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -1237391.000000 Penalty: 4559.925293
	Iteration 40F: 3 clusters Score -1237391 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -1237393.750000 Penalty: 4559.925293
	Iteration 41Q: 3 clusters Score -1237394 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -1237394.375000 Penalty: 4559.925293
	Iteration 42Q: 3 clusters Score -1237394 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -1237394.375000 Penalty: 4559.925293
	Iteration 43Q: 3 clusters Score -1237394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -1237394.750000 Penalty: 4559.925293
	Iteration 44Q: 3 clusters Score -1237395 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -1237393.375000 Penalty: 4559.925293
	Iteration 45Q: 3 clusters Score -1237393 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -1237395.250000 Penalty: 4559.925293
	Iteration 46Q: 3 clusters Score -1237395 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -1237397.375000 Penalty: 4559.925293
	Iteration 47Q: 3 clusters Score -1237397 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -1237396.250000 Penalty: 4559.925293
	Iteration 48Q: 3 clusters Score -1237396 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -1237400.250000 Penalty: 4559.925293
	Iteration 49Q: 3 clusters Score -1237400 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -1237399.500000 Penalty: 4559.925293
	Iteration 50Q: 3 clusters Score -1237400 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -1237401.000000 Penalty: 4559.925293
	Iteration 51Q: 3 clusters Score -1237401 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -1237402.500000 Penalty: 4559.925293
	Iteration 52Q: 3 clusters Score -1237402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -1237402.125000 Penalty: 4559.925293
	Iteration 53Q: 3 clusters Score -1237402 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -1237401.625000 Penalty: 4559.925293
	Iteration 54Q: 3 clusters Score -1237402 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -1237401.625000 Penalty: 4559.925293
	Iteration 55Q: 3 clusters Score -1237402 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -1237401.500000 Penalty: 4559.925293
	Iteration 56Q: 3 clusters Score -1237402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -1237402.375000 Penalty: 4559.925293
	Iteration 57Q: 3 clusters Score -1237402 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -1237405.625000 Penalty: 4559.925293
	Iteration 58Q: 3 clusters Score -1237406 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -1237406.625000 Penalty: 4559.925293
	Iteration 59Q: 3 clusters Score -1237407 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -1237405.875000 Penalty: 4559.925293
	Iteration 60F: 3 clusters Score -1237406 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -1237408.000000 Penalty: 4559.925293
	Iteration 61Q: 3 clusters Score -1237408 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -1237410.000000 Penalty: 4559.925293
	Iteration 62Q: 3 clusters Score -1237410 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -1237415.625000 Penalty: 4559.925293
	Iteration 63Q: 3 clusters Score -1237416 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -1237415.500000 Penalty: 4559.925293
	Iteration 64Q: 3 clusters Score -1237416 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -1237419.125000 Penalty: 4559.925293
	Iteration 65Q: 3 clusters Score -1237419 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -1237421.625000 Penalty: 4559.925293
	Iteration 66Q: 3 clusters Score -1237422 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -1237428.875000 Penalty: 4559.925293
	Iteration 67Q: 3 clusters Score -1237429 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -1237429.625000 Penalty: 4559.925293
	Iteration 68Q: 3 clusters Score -1237430 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -1237432.750000 Penalty: 4559.925293
	Iteration 69Q: 3 clusters Score -1237433 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -1237435.125000 Penalty: 4559.925293
	Iteration 70Q: 3 clusters Score -1237435 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -1237434.500000 Penalty: 4559.925293
	Iteration 71Q: 3 clusters Score -1237434 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -1237432.500000 Penalty: 4559.925293
	Iteration 72Q: 3 clusters Score -1237432 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -1237431.500000 Penalty: 4559.925293
	Iteration 73Q: 3 clusters Score -1237432 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -1237433.750000 Penalty: 4559.925293
	Iteration 74Q: 3 clusters Score -1237434 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -1237436.625000 Penalty: 4559.925293
	Iteration 75Q: 3 clusters Score -1237437 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -1237441.625000 Penalty: 4559.925293
	Iteration 76Q: 3 clusters Score -1237442 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -1237443.625000 Penalty: 4559.925293
	Iteration 77Q: 3 clusters Score -1237444 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -1237442.500000 Penalty: 4559.925293
	Iteration 78Q: 3 clusters Score -1237442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -1237443.250000 Penalty: 4559.925293
	Iteration 79Q: 3 clusters Score -1237443 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -1237446.500000 Penalty: 4559.925293
	Iteration 80F: 3 clusters Score -1237446 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -1237447.000000 Penalty: 4559.925293
	Iteration 81Q: 3 clusters Score -1237447 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -1237445.125000 Penalty: 4559.925293
	Iteration 82Q: 3 clusters Score -1237445 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -1237447.250000 Penalty: 4559.925293
	Iteration 83Q: 3 clusters Score -1237447 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -1237447.250000 Penalty: 4559.925293
	Iteration 84F: 3 clusters Score -1237447 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (14255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14255 members 
Entering Unmasked Estep 
Score: -1834343.750000 Penalty: 2372.086182
	Iteration 0F: 2 clusters Score -1834344 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -1823900.375000 Penalty: 4744.172363
	Iteration 0F: 3 clusters Score -1823900 nChanged 6148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -1827152.375000 Penalty: 4744.172363
	Iteration 1F: 3 clusters Score -1827152 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -1827520.875000 Penalty: 4744.172363
	Iteration 2F: 3 clusters Score -1827521 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -1827834.500000 Penalty: 4744.172363
	Iteration 3F: 3 clusters Score -1827834 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -1828132.500000 Penalty: 4744.172363
	Iteration 4Q: 3 clusters Score -1828132 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -1828423.500000 Penalty: 4744.172363
	Iteration 5Q: 3 clusters Score -1828424 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9190 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -1828813.125000 Penalty: 4744.172363
	Iteration 6Q: 3 clusters Score -1828813 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9760 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -1829251.500000 Penalty: 4744.172363
	Iteration 7Q: 3 clusters Score -1829252 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10405 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -1829760.125000 Penalty: 4744.172363
	Iteration 8F: 3 clusters Score -1829760 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11032 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -1830260.750000 Penalty: 4744.172363
	Iteration 9Q: 3 clusters Score -1830261 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11579 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -1830715.750000 Penalty: 4744.172363
	Iteration 10Q: 3 clusters Score -1830716 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12052 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -1831090.375000 Penalty: 4744.172363
	Iteration 11Q: 3 clusters Score -1831090 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12434 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -1831436.625000 Penalty: 4744.172363
	Iteration 12Q: 3 clusters Score -1831437 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12738 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -1831717.375000 Penalty: 4744.172363
	Iteration 13Q: 3 clusters Score -1831717 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12949 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -1831893.625000 Penalty: 4744.172363
	Iteration 14Q: 3 clusters Score -1831894 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13087 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -1832014.500000 Penalty: 4744.172363
	Iteration 15Q: 3 clusters Score -1832014 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13185 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -1832095.875000 Penalty: 4744.172363
	Iteration 16Q: 3 clusters Score -1832096 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13247 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -1832146.250000 Penalty: 4744.172363
	Iteration 17Q: 3 clusters Score -1832146 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13293 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1832190.250000 Penalty: 4744.172363
	Iteration 18Q: 3 clusters Score -1832190 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13336 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -1832221.250000 Penalty: 4744.172363
	Iteration 19Q: 3 clusters Score -1832221 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13365 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -1832244.250000 Penalty: 4744.172363
	Iteration 20F: 3 clusters Score -1832244 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13381 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -1832258.875000 Penalty: 4744.172363
	Iteration 21Q: 3 clusters Score -1832259 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13402 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -1832276.125000 Penalty: 4744.172363
	Iteration 22Q: 3 clusters Score -1832276 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13420 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -1832284.000000 Penalty: 4744.172363
	Iteration 23Q: 3 clusters Score -1832284 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13428 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -1832288.375000 Penalty: 4744.172363
	Iteration 24Q: 3 clusters Score -1832288 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13435 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -1832294.750000 Penalty: 4744.172363
	Iteration 25Q: 3 clusters Score -1832295 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13441 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -1832294.875000 Penalty: 4744.172363
	Iteration 26Q: 3 clusters Score -1832295 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13448 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -1832295.375000 Penalty: 4744.172363
	Iteration 27Q: 3 clusters Score -1832295 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13453 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -1832302.500000 Penalty: 4744.172363
	Iteration 28Q: 3 clusters Score -1832302 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13458 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -1832306.625000 Penalty: 4744.172363
	Iteration 29Q: 3 clusters Score -1832307 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13461 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -1832309.250000 Penalty: 4744.172363
	Iteration 30Q: 3 clusters Score -1832309 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13469 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -1832312.500000 Penalty: 4744.172363
	Iteration 31Q: 3 clusters Score -1832312 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13473 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -1832314.500000 Penalty: 4744.172363
	Iteration 32Q: 3 clusters Score -1832314 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13480 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -1832321.375000 Penalty: 4744.172363
	Iteration 33Q: 3 clusters Score -1832321 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13484 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -1832320.125000 Penalty: 4744.172363
	Iteration 34Q: 3 clusters Score -1832320 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13485 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -1832318.250000 Penalty: 4744.172363
	Iteration 35Q: 3 clusters Score -1832318 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13485 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -1832318.250000 Penalty: 4744.172363
	Iteration 36F: 3 clusters Score -1832318 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (62494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62494 members 
Entering Unmasked Estep 
Score: -7943610.000000 Penalty: 2738.620850
	Iteration 0F: 2 clusters Score -7943610 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31095 members 
Mstep: Class 2 contains 31399 members 
Entering Unmasked Estep 
Score: -7901452.500000 Penalty: 5477.241699
	Iteration 0F: 3 clusters Score -7901452 nChanged 29246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29627 members 
Mstep: Class 2 contains 32867 members 
Entering Unmasked Estep 
Score: -7918173.000000 Penalty: 5477.241699
	Iteration 1F: 3 clusters Score -7918173 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28699 members 
Mstep: Class 2 contains 33795 members 
Entering Unmasked Estep 
Score: -7918993.000000 Penalty: 5477.241699
	Iteration 2Q: 3 clusters Score -7918993 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27258 members 
Mstep: Class 2 contains 35236 members 
Entering Unmasked Estep 
Score: -7919885.500000 Penalty: 5477.241699
	Iteration 3Q: 3 clusters Score -7919886 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25159 members 
Mstep: Class 2 contains 37335 members 
Entering Unmasked Estep 
Score: -7921118.000000 Penalty: 5477.241699
	Iteration 4Q: 3 clusters Score -7921118 nChanged 3253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22304 members 
Mstep: Class 2 contains 40190 members 
Entering Unmasked Estep 
Score: -7922948.500000 Penalty: 5477.241699
	Iteration 5F: 3 clusters Score -7922948 nChanged 3875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18645 members 
Mstep: Class 2 contains 43849 members 
Entering Unmasked Estep 
Score: -7925502.000000 Penalty: 5477.241699
	Iteration 6F: 3 clusters Score -7925502 nChanged 4502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14257 members 
Mstep: Class 2 contains 48237 members 
Entering Unmasked Estep 
Score: -7928945.500000 Penalty: 5477.241699
	Iteration 7F: 3 clusters Score -7928946 nChanged 4784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 52977 members 
Entering Unmasked Estep 
Score: -7933243.500000 Penalty: 5477.241699
	Iteration 8F: 3 clusters Score -7933244 nChanged 3923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 56884 members 
Entering Unmasked Estep 
Score: -7936693.500000 Penalty: 5477.241699
	Iteration 9F: 3 clusters Score -7936694 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 59437 members 
Entering Unmasked Estep 
Score: -7939025.500000 Penalty: 5477.241699
	Iteration 10Q: 3 clusters Score -7939026 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 60815 members 
Entering Unmasked Estep 
Score: -7940189.500000 Penalty: 5477.241699
	Iteration 11Q: 3 clusters Score -7940190 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 61443 members 
Entering Unmasked Estep 
Score: -7940748.500000 Penalty: 5477.241699
	Iteration 12Q: 3 clusters Score -7940748 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 61744 members 
Entering Unmasked Estep 
Score: -7941043.000000 Penalty: 5477.241699
	Iteration 13Q: 3 clusters Score -7941043 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 61900 members 
Entering Unmasked Estep 
Score: -7941201.500000 Penalty: 5477.241699
	Iteration 14Q: 3 clusters Score -7941202 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 61968 members 
Entering Unmasked Estep 
Score: -7941302.500000 Penalty: 5477.241699
	Iteration 15Q: 3 clusters Score -7941302 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 62006 members 
Entering Unmasked Estep 
Score: -7941333.000000 Penalty: 5477.241699
	Iteration 16Q: 3 clusters Score -7941333 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 62030 members 
Entering Unmasked Estep 
Score: -7941385.000000 Penalty: 5477.241699
	Iteration 17Q: 3 clusters Score -7941385 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 62044 members 
Entering Unmasked Estep 
Score: -7941401.000000 Penalty: 5477.241699
	Iteration 18Q: 3 clusters Score -7941401 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 62051 members 
Entering Unmasked Estep 
Score: -7941422.000000 Penalty: 5477.241699
	Iteration 19Q: 3 clusters Score -7941422 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 62058 members 
Entering Unmasked Estep 
Score: -7941431.000000 Penalty: 5477.241699
	Iteration 20F: 3 clusters Score -7941431 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 62061 members 
Entering Unmasked Estep 
Score: -7941437.000000 Penalty: 5477.241699
	Iteration 21Q: 3 clusters Score -7941437 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 62061 members 
Entering Unmasked Estep 
Score: -7941445.000000 Penalty: 5477.241699
	Iteration 22Q: 3 clusters Score -7941445 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 62065 members 
Entering Unmasked Estep 
Score: -7941447.500000 Penalty: 5477.241699
	Iteration 23Q: 3 clusters Score -7941448 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 62069 members 
Entering Unmasked Estep 
Score: -7941451.500000 Penalty: 5477.241699
	Iteration 24Q: 3 clusters Score -7941452 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 62072 members 
Entering Unmasked Estep 
Score: -7941460.500000 Penalty: 5477.241699
	Iteration 25Q: 3 clusters Score -7941460 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 62071 members 
Entering Unmasked Estep 
Score: -7941463.000000 Penalty: 5477.241699
	Iteration 26Q: 3 clusters Score -7941463 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 62069 members 
Entering Unmasked Estep 
Score: -7941461.000000 Penalty: 5477.241699
	Iteration 27Q: 3 clusters Score -7941461 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 62068 members 
Entering Unmasked Estep 
Score: -7941460.000000 Penalty: 5477.241699
	Iteration 28Q: 3 clusters Score -7941460 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 62068 members 
Entering Unmasked Estep 
Score: -7941460.000000 Penalty: 5477.241699
	Iteration 29F: 3 clusters Score -7941460 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (11141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11141 members 
Entering Unmasked Estep 
Score: -1407012.875000 Penalty: 2310.959961
	Iteration 0F: 2 clusters Score -1407013 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -1398541.625000 Penalty: 4621.919922
	Iteration 0F: 3 clusters Score -1398542 nChanged 4773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -1400984.875000 Penalty: 4621.919922
	Iteration 1F: 3 clusters Score -1400985 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -1401256.875000 Penalty: 4621.919922
	Iteration 2F: 3 clusters Score -1401257 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -1401511.750000 Penalty: 4621.919922
	Iteration 3Q: 3 clusters Score -1401512 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -1401719.500000 Penalty: 4621.919922
	Iteration 4Q: 3 clusters Score -1401720 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -1401927.875000 Penalty: 4621.919922
	Iteration 5Q: 3 clusters Score -1401928 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -1402173.000000 Penalty: 4621.919922
	Iteration 6Q: 3 clusters Score -1402173 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -1402454.625000 Penalty: 4621.919922
	Iteration 7Q: 3 clusters Score -1402455 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -1402743.875000 Penalty: 4621.919922
	Iteration 8Q: 3 clusters Score -1402744 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -1403060.375000 Penalty: 4621.919922
	Iteration 9Q: 3 clusters Score -1403060 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -1403397.000000 Penalty: 4621.919922
	Iteration 10Q: 3 clusters Score -1403397 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -1403747.500000 Penalty: 4621.919922
	Iteration 11Q: 3 clusters Score -1403748 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -1404068.000000 Penalty: 4621.919922
	Iteration 12Q: 3 clusters Score -1404068 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9979 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -1404343.875000 Penalty: 4621.919922
	Iteration 13Q: 3 clusters Score -1404344 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10188 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -1404534.375000 Penalty: 4621.919922
	Iteration 14Q: 3 clusters Score -1404534 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10340 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -1404704.125000 Penalty: 4621.919922
	Iteration 15Q: 3 clusters Score -1404704 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10445 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -1404819.625000 Penalty: 4621.919922
	Iteration 16Q: 3 clusters Score -1404820 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10512 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -1404895.625000 Penalty: 4621.919922
	Iteration 17Q: 3 clusters Score -1404896 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10552 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -1404935.000000 Penalty: 4621.919922
	Iteration 18Q: 3 clusters Score -1404935 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10580 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1404969.500000 Penalty: 4621.919922
	Iteration 19Q: 3 clusters Score -1404970 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10599 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -1404991.375000 Penalty: 4621.919922
	Iteration 20F: 3 clusters Score -1404991 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10617 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -1405019.250000 Penalty: 4621.919922
	Iteration 21Q: 3 clusters Score -1405019 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10632 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -1405042.375000 Penalty: 4621.919922
	Iteration 22Q: 3 clusters Score -1405042 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10645 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -1405059.250000 Penalty: 4621.919922
	Iteration 23Q: 3 clusters Score -1405059 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10652 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -1405070.000000 Penalty: 4621.919922
	Iteration 24Q: 3 clusters Score -1405070 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10657 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -1405077.750000 Penalty: 4621.919922
	Iteration 25Q: 3 clusters Score -1405078 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10661 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -1405082.750000 Penalty: 4621.919922
	Iteration 26Q: 3 clusters Score -1405083 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10661 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -1405090.125000 Penalty: 4621.919922
	Iteration 27Q: 3 clusters Score -1405090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10663 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -1405095.000000 Penalty: 4621.919922
	Iteration 28Q: 3 clusters Score -1405095 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10663 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -1405098.000000 Penalty: 4621.919922
	Iteration 29Q: 3 clusters Score -1405098 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10664 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -1405098.125000 Penalty: 4621.919922
	Iteration 30Q: 3 clusters Score -1405098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10666 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1405102.875000 Penalty: 4621.919922
	Iteration 31Q: 3 clusters Score -1405103 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10664 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -1405104.625000 Penalty: 4621.919922
	Iteration 32Q: 3 clusters Score -1405105 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10665 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -1405105.125000 Penalty: 4621.919922
	Iteration 33Q: 3 clusters Score -1405105 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10666 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1405107.125000 Penalty: 4621.919922
	Iteration 34Q: 3 clusters Score -1405107 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10666 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1405107.125000 Penalty: 4621.919922
	Iteration 35F: 3 clusters Score -1405107 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (15963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15963 members 
Entering Unmasked Estep 
Score: -1861285.625000 Penalty: 2400.151123
	Iteration 0F: 2 clusters Score -1861286 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -1849802.500000 Penalty: 4800.302246
	Iteration 0F: 3 clusters Score -1849802 nChanged 6913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -1853588.500000 Penalty: 4800.302246
	Iteration 1F: 3 clusters Score -1853588 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -1854118.875000 Penalty: 4800.302246
	Iteration 2F: 3 clusters Score -1854119 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -1854683.250000 Penalty: 4800.302246
	Iteration 3F: 3 clusters Score -1854683 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -1855218.125000 Penalty: 4800.302246
	Iteration 4F: 3 clusters Score -1855218 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -1855722.375000 Penalty: 4800.302246
	Iteration 5F: 3 clusters Score -1855722 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 9449 members 
Entering Unmasked Estep 
Score: -1856182.750000 Penalty: 4800.302246
	Iteration 6F: 3 clusters Score -1856183 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 9874 members 
Entering Unmasked Estep 
Score: -1856578.875000 Penalty: 4800.302246
	Iteration 7Q: 3 clusters Score -1856579 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
Score: -1856919.875000 Penalty: 4800.302246
	Iteration 8Q: 3 clusters Score -1856920 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 10780 members 
Entering Unmasked Estep 
Score: -1857238.375000 Penalty: 4800.302246
	Iteration 9Q: 3 clusters Score -1857238 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 11251 members 
Entering Unmasked Estep 
Score: -1857530.500000 Penalty: 4800.302246
	Iteration 10Q: 3 clusters Score -1857530 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 11672 members 
Entering Unmasked Estep 
Score: -1857755.375000 Penalty: 4800.302246
	Iteration 11Q: 3 clusters Score -1857755 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 12051 members 
Entering Unmasked Estep 
Score: -1857936.000000 Penalty: 4800.302246
	Iteration 12Q: 3 clusters Score -1857936 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 12383 members 
Entering Unmasked Estep 
Score: -1858089.625000 Penalty: 4800.302246
	Iteration 13Q: 3 clusters Score -1858090 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 12724 members 
Entering Unmasked Estep 
Score: -1858259.500000 Penalty: 4800.302246
	Iteration 14Q: 3 clusters Score -1858260 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 13028 members 
Entering Unmasked Estep 
Score: -1858405.000000 Penalty: 4800.302246
	Iteration 15Q: 3 clusters Score -1858405 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 13320 members 
Entering Unmasked Estep 
Score: -1858552.625000 Penalty: 4800.302246
	Iteration 16Q: 3 clusters Score -1858553 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 13564 members 
Entering Unmasked Estep 
Score: -1858678.375000 Penalty: 4800.302246
	Iteration 17Q: 3 clusters Score -1858678 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 13812 members 
Entering Unmasked Estep 
Score: -1858819.125000 Penalty: 4800.302246
	Iteration 18Q: 3 clusters Score -1858819 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 14033 members 
Entering Unmasked Estep 
Score: -1858951.750000 Penalty: 4800.302246
	Iteration 19Q: 3 clusters Score -1858952 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 14220 members 
Entering Unmasked Estep 
Score: -1859070.375000 Penalty: 4800.302246
	Iteration 20F: 3 clusters Score -1859070 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 14377 members 
Entering Unmasked Estep 
Score: -1859191.625000 Penalty: 4800.302246
	Iteration 21Q: 3 clusters Score -1859192 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 14515 members 
Entering Unmasked Estep 
Score: -1859287.500000 Penalty: 4800.302246
	Iteration 22Q: 3 clusters Score -1859288 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 14634 members 
Entering Unmasked Estep 
Score: -1859354.500000 Penalty: 4800.302246
	Iteration 23Q: 3 clusters Score -1859354 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 14706 members 
Entering Unmasked Estep 
Score: -1859387.625000 Penalty: 4800.302246
	Iteration 24Q: 3 clusters Score -1859388 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 14755 members 
Entering Unmasked Estep 
Score: -1859411.875000 Penalty: 4800.302246
	Iteration 25Q: 3 clusters Score -1859412 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 14791 members 
Entering Unmasked Estep 
Score: -1859423.125000 Penalty: 4800.302246
	Iteration 26Q: 3 clusters Score -1859423 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 14810 members 
Entering Unmasked Estep 
Score: -1859427.500000 Penalty: 4800.302246
	Iteration 27Q: 3 clusters Score -1859428 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 14822 members 
Entering Unmasked Estep 
Score: -1859434.250000 Penalty: 4800.302246
	Iteration 28Q: 3 clusters Score -1859434 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 14836 members 
Entering Unmasked Estep 
Score: -1859440.750000 Penalty: 4800.302246
	Iteration 29Q: 3 clusters Score -1859441 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 14852 members 
Entering Unmasked Estep 
Score: -1859447.625000 Penalty: 4800.302246
	Iteration 30Q: 3 clusters Score -1859448 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 14863 members 
Entering Unmasked Estep 
Score: -1859453.250000 Penalty: 4800.302246
	Iteration 31Q: 3 clusters Score -1859453 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 14870 members 
Entering Unmasked Estep 
Score: -1859458.250000 Penalty: 4800.302246
	Iteration 32Q: 3 clusters Score -1859458 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 14879 members 
Entering Unmasked Estep 
Score: -1859467.500000 Penalty: 4800.302246
	Iteration 33Q: 3 clusters Score -1859468 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 14892 members 
Entering Unmasked Estep 
Score: -1859469.250000 Penalty: 4800.302246
	Iteration 34Q: 3 clusters Score -1859469 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 14901 members 
Entering Unmasked Estep 
Score: -1859473.000000 Penalty: 4800.302246
	Iteration 35Q: 3 clusters Score -1859473 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 14912 members 
Entering Unmasked Estep 
Score: -1859481.375000 Penalty: 4800.302246
	Iteration 36Q: 3 clusters Score -1859481 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 14921 members 
Entering Unmasked Estep 
Score: -1859485.250000 Penalty: 4800.302246
	Iteration 37Q: 3 clusters Score -1859485 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 14926 members 
Entering Unmasked Estep 
Score: -1859491.750000 Penalty: 4800.302246
	Iteration 38Q: 3 clusters Score -1859492 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 14929 members 
Entering Unmasked Estep 
Score: -1859488.625000 Penalty: 4800.302246
	Iteration 39Q: 3 clusters Score -1859489 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 14936 members 
Entering Unmasked Estep 
Score: -1859492.625000 Penalty: 4800.302246
	Iteration 40F: 3 clusters Score -1859493 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 14939 members 
Entering Unmasked Estep 
Score: -1859494.000000 Penalty: 4800.302246
	Iteration 41Q: 3 clusters Score -1859494 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 14940 members 
Entering Unmasked Estep 
Score: -1859495.875000 Penalty: 4800.302246
	Iteration 42Q: 3 clusters Score -1859496 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 14941 members 
Entering Unmasked Estep 
Score: -1859495.625000 Penalty: 4800.302246
	Iteration 43Q: 3 clusters Score -1859496 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 14941 members 
Entering Unmasked Estep 
Score: -1859495.625000 Penalty: 4800.302246
	Iteration 44F: 3 clusters Score -1859496 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2966 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Entering Unmasked Estep 
Score: -371689.656250 Penalty: 1982.752441
	Iteration 0F: 2 clusters Score -371689.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -368454.218750 Penalty: 3965.504883
	Iteration 0F: 3 clusters Score -368454.2 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -369054.812500 Penalty: 3965.504883
	Iteration 1F: 3 clusters Score -369054.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -369233.125000 Penalty: 3965.504883
	Iteration 2F: 3 clusters Score -369233.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -369355.125000 Penalty: 3965.504883
	Iteration 3F: 3 clusters Score -369355.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -369444.500000 Penalty: 3965.504883
	Iteration 4Q: 3 clusters Score -369444.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -369504.718750 Penalty: 3965.504883
	Iteration 5Q: 3 clusters Score -369504.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -369563.562500 Penalty: 3965.504883
	Iteration 6Q: 3 clusters Score -369563.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -369614.812500 Penalty: 3965.504883
	Iteration 7Q: 3 clusters Score -369614.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -369655.218750 Penalty: 3965.504883
	Iteration 8Q: 3 clusters Score -369655.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -369694.843750 Penalty: 3965.504883
	Iteration 9Q: 3 clusters Score -369694.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -369736.593750 Penalty: 3965.504883
	Iteration 10Q: 3 clusters Score -369736.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -369766.562500 Penalty: 3965.504883
	Iteration 11Q: 3 clusters Score -369766.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -369794.281250 Penalty: 3965.504883
	Iteration 12Q: 3 clusters Score -369794.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -369827.156250 Penalty: 3965.504883
	Iteration 13Q: 3 clusters Score -369827.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -369852.625000 Penalty: 3965.504883
	Iteration 14Q: 3 clusters Score -369852.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -369874.375000 Penalty: 3965.504883
	Iteration 15Q: 3 clusters Score -369874.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -369893.250000 Penalty: 3965.504883
	Iteration 16Q: 3 clusters Score -369893.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -369907.531250 Penalty: 3965.504883
	Iteration 17Q: 3 clusters Score -369907.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -369920.625000 Penalty: 3965.504883
	Iteration 18Q: 3 clusters Score -369920.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -369933.937500 Penalty: 3965.504883
	Iteration 19Q: 3 clusters Score -369933.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -369951.562500 Penalty: 3965.504883
	Iteration 20F: 3 clusters Score -369951.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -369964.843750 Penalty: 3965.504883
	Iteration 21Q: 3 clusters Score -369964.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -369973.250000 Penalty: 3965.504883
	Iteration 22Q: 3 clusters Score -369973.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -369980.781250 Penalty: 3965.504883
	Iteration 23Q: 3 clusters Score -369980.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -369986.968750 Penalty: 3965.504883
	Iteration 24Q: 3 clusters Score -369987 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -369995.187500 Penalty: 3965.504883
	Iteration 25Q: 3 clusters Score -369995.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -370002.187500 Penalty: 3965.504883
	Iteration 26Q: 3 clusters Score -370002.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -370009.218750 Penalty: 3965.504883
	Iteration 27Q: 3 clusters Score -370009.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -370019.875000 Penalty: 3965.504883
	Iteration 28Q: 3 clusters Score -370019.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -370031.843750 Penalty: 3965.504883
	Iteration 29Q: 3 clusters Score -370031.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -370039.937500 Penalty: 3965.504883
	Iteration 30Q: 3 clusters Score -370039.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -370042.343750 Penalty: 3965.504883
	Iteration 31Q: 3 clusters Score -370042.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -370044.781250 Penalty: 3965.504883
	Iteration 32Q: 3 clusters Score -370044.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -370047.343750 Penalty: 3965.504883
	Iteration 33Q: 3 clusters Score -370047.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -370047.312500 Penalty: 3965.504883
	Iteration 34Q: 3 clusters Score -370047.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -370047.312500 Penalty: 3965.504883
	Iteration 35F: 3 clusters Score -370047.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Entering Unmasked Estep 
Score: -320970.468750 Penalty: 1946.438843
	Iteration 0F: 2 clusters Score -320970.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -317964.406250 Penalty: 3892.877686
	Iteration 0F: 3 clusters Score -317964.4 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -318513.781250 Penalty: 3892.877686
	Iteration 1F: 3 clusters Score -318513.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -318653.250000 Penalty: 3892.877686
	Iteration 2F: 3 clusters Score -318653.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -318728.468750 Penalty: 3892.877686
	Iteration 3Q: 3 clusters Score -318728.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -318780.375000 Penalty: 3892.877686
	Iteration 4Q: 3 clusters Score -318780.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -318811.218750 Penalty: 3892.877686
	Iteration 5Q: 3 clusters Score -318811.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -318837.843750 Penalty: 3892.877686
	Iteration 6Q: 3 clusters Score -318837.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -318864.125000 Penalty: 3892.877686
	Iteration 7Q: 3 clusters Score -318864.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -318887.906250 Penalty: 3892.877686
	Iteration 8Q: 3 clusters Score -318887.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -318903.125000 Penalty: 3892.877686
	Iteration 9Q: 3 clusters Score -318903.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -318920.250000 Penalty: 3892.877686
	Iteration 10Q: 3 clusters Score -318920.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -318933.625000 Penalty: 3892.877686
	Iteration 11Q: 3 clusters Score -318933.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -318941.812500 Penalty: 3892.877686
	Iteration 12Q: 3 clusters Score -318941.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -318948.312500 Penalty: 3892.877686
	Iteration 13Q: 3 clusters Score -318948.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -318952.250000 Penalty: 3892.877686
	Iteration 14Q: 3 clusters Score -318952.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -318955.781250 Penalty: 3892.877686
	Iteration 15Q: 3 clusters Score -318955.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -318961.375000 Penalty: 3892.877686
	Iteration 16Q: 3 clusters Score -318961.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -318966.156250 Penalty: 3892.877686
	Iteration 17Q: 3 clusters Score -318966.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -318971.781250 Penalty: 3892.877686
	Iteration 18Q: 3 clusters Score -318971.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -318975.781250 Penalty: 3892.877686
	Iteration 19Q: 3 clusters Score -318975.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -318982.656250 Penalty: 3892.877686
	Iteration 20F: 3 clusters Score -318982.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -318987.281250 Penalty: 3892.877686
	Iteration 21Q: 3 clusters Score -318987.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -318992.812500 Penalty: 3892.877686
	Iteration 22Q: 3 clusters Score -318992.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -318999.062500 Penalty: 3892.877686
	Iteration 23Q: 3 clusters Score -318999.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -319001.562500 Penalty: 3892.877686
	Iteration 24Q: 3 clusters Score -319001.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -319005.031250 Penalty: 3892.877686
	Iteration 25Q: 3 clusters Score -319005 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -319007.437500 Penalty: 3892.877686
	Iteration 26Q: 3 clusters Score -319007.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -319010.687500 Penalty: 3892.877686
	Iteration 27Q: 3 clusters Score -319010.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -319012.343750 Penalty: 3892.877686
	Iteration 28Q: 3 clusters Score -319012.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -319016.250000 Penalty: 3892.877686
	Iteration 29Q: 3 clusters Score -319016.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -319016.968750 Penalty: 3892.877686
	Iteration 30Q: 3 clusters Score -319017 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -319017.687500 Penalty: 3892.877686
	Iteration 31Q: 3 clusters Score -319017.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -319019.656250 Penalty: 3892.877686
	Iteration 32Q: 3 clusters Score -319019.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -319021.937500 Penalty: 3892.877686
	Iteration 33Q: 3 clusters Score -319021.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -319022.500000 Penalty: 3892.877686
	Iteration 34Q: 3 clusters Score -319022.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -319023.343750 Penalty: 3892.877686
	Iteration 35Q: 3 clusters Score -319023.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -319023.343750 Penalty: 3892.877686
	Iteration 36F: 3 clusters Score -319023.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (18621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18621 members 
Entering Unmasked Estep 
Score: -2157937.750000 Penalty: 2438.347412
	Iteration 0F: 2 clusters Score -2157938 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -2144765.500000 Penalty: 4876.694824
	Iteration 0F: 3 clusters Score -2144766 nChanged 8190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 9472 members 
Entering Unmasked Estep 
Score: -2149403.500000 Penalty: 4876.694824
	Iteration 1F: 3 clusters Score -2149404 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Mstep: Class 2 contains 9550 members 
Entering Unmasked Estep 
Score: -2150017.500000 Penalty: 4876.694824
	Iteration 2F: 3 clusters Score -2150018 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 9621 members 
Entering Unmasked Estep 
Score: -2150686.000000 Penalty: 4876.694824
	Iteration 3F: 3 clusters Score -2150686 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 9719 members 
Entering Unmasked Estep 
Score: -2151416.000000 Penalty: 4876.694824
	Iteration 4F: 3 clusters Score -2151416 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
Score: -2152159.250000 Penalty: 4876.694824
	Iteration 5F: 3 clusters Score -2152159 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 9871 members 
Entering Unmasked Estep 
Score: -2152822.250000 Penalty: 4876.694824
	Iteration 6F: 3 clusters Score -2152822 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 9907 members 
Entering Unmasked Estep 
Score: -2153407.000000 Penalty: 4876.694824
	Iteration 7F: 3 clusters Score -2153407 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 9943 members 
Entering Unmasked Estep 
Score: -2153899.250000 Penalty: 4876.694824
	Iteration 8Q: 3 clusters Score -2153899 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 9964 members 
Entering Unmasked Estep 
Score: -2154276.750000 Penalty: 4876.694824
	Iteration 9Q: 3 clusters Score -2154277 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 9991 members 
Entering Unmasked Estep 
Score: -2154548.750000 Penalty: 4876.694824
	Iteration 10Q: 3 clusters Score -2154549 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -2154717.500000 Penalty: 4876.694824
	Iteration 11Q: 3 clusters Score -2154718 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 10063 members 
Entering Unmasked Estep 
Score: -2154839.750000 Penalty: 4876.694824
	Iteration 12Q: 3 clusters Score -2154840 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 10115 members 
Entering Unmasked Estep 
Score: -2154935.000000 Penalty: 4876.694824
	Iteration 13Q: 3 clusters Score -2154935 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 10176 members 
Entering Unmasked Estep 
Score: -2155019.750000 Penalty: 4876.694824
	Iteration 14Q: 3 clusters Score -2155020 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 10266 members 
Entering Unmasked Estep 
Score: -2155092.750000 Penalty: 4876.694824
	Iteration 15Q: 3 clusters Score -2155093 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 10357 members 
Entering Unmasked Estep 
Score: -2155163.000000 Penalty: 4876.694824
	Iteration 16Q: 3 clusters Score -2155163 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 10437 members 
Entering Unmasked Estep 
Score: -2155217.000000 Penalty: 4876.694824
	Iteration 17Q: 3 clusters Score -2155217 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 10527 members 
Entering Unmasked Estep 
Score: -2155258.750000 Penalty: 4876.694824
	Iteration 18Q: 3 clusters Score -2155259 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
Score: -2155307.000000 Penalty: 4876.694824
	Iteration 19Q: 3 clusters Score -2155307 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 10674 members 
Entering Unmasked Estep 
Score: -2155342.250000 Penalty: 4876.694824
	Iteration 20F: 3 clusters Score -2155342 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 10739 members 
Entering Unmasked Estep 
Score: -2155376.500000 Penalty: 4876.694824
	Iteration 21Q: 3 clusters Score -2155376 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 10788 members 
Entering Unmasked Estep 
Score: -2155412.750000 Penalty: 4876.694824
	Iteration 22Q: 3 clusters Score -2155413 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 10835 members 
Entering Unmasked Estep 
Score: -2155434.000000 Penalty: 4876.694824
	Iteration 23Q: 3 clusters Score -2155434 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 10890 members 
Entering Unmasked Estep 
Score: -2155463.750000 Penalty: 4876.694824
	Iteration 24Q: 3 clusters Score -2155464 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 10946 members 
Entering Unmasked Estep 
Score: -2155480.750000 Penalty: 4876.694824
	Iteration 25Q: 3 clusters Score -2155481 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 10996 members 
Entering Unmasked Estep 
Score: -2155509.500000 Penalty: 4876.694824
	Iteration 26Q: 3 clusters Score -2155510 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 11039 members 
Entering Unmasked Estep 
Score: -2155530.250000 Penalty: 4876.694824
	Iteration 27Q: 3 clusters Score -2155530 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 11067 members 
Entering Unmasked Estep 
Score: -2155560.250000 Penalty: 4876.694824
	Iteration 28Q: 3 clusters Score -2155560 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 11126 members 
Entering Unmasked Estep 
Score: -2155586.000000 Penalty: 4876.694824
	Iteration 29Q: 3 clusters Score -2155586 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 11160 members 
Entering Unmasked Estep 
Score: -2155608.750000 Penalty: 4876.694824
	Iteration 30Q: 3 clusters Score -2155609 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 11200 members 
Entering Unmasked Estep 
Score: -2155647.500000 Penalty: 4876.694824
	Iteration 31Q: 3 clusters Score -2155648 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 11257 members 
Entering Unmasked Estep 
Score: -2155679.500000 Penalty: 4876.694824
	Iteration 32Q: 3 clusters Score -2155680 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 11295 members 
Entering Unmasked Estep 
Score: -2155713.250000 Penalty: 4876.694824
	Iteration 33Q: 3 clusters Score -2155713 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 11336 members 
Entering Unmasked Estep 
Score: -2155741.250000 Penalty: 4876.694824
	Iteration 34Q: 3 clusters Score -2155741 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 11381 members 
Entering Unmasked Estep 
Score: -2155782.500000 Penalty: 4876.694824
	Iteration 35Q: 3 clusters Score -2155782 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 11439 members 
Entering Unmasked Estep 
Score: -2155820.000000 Penalty: 4876.694824
	Iteration 36Q: 3 clusters Score -2155820 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 11496 members 
Entering Unmasked Estep 
Score: -2155864.750000 Penalty: 4876.694824
	Iteration 37Q: 3 clusters Score -2155865 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 11557 members 
Entering Unmasked Estep 
Score: -2155919.000000 Penalty: 4876.694824
	Iteration 38Q: 3 clusters Score -2155919 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 11613 members 
Entering Unmasked Estep 
Score: -2155967.750000 Penalty: 4876.694824
	Iteration 39Q: 3 clusters Score -2155968 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 11652 members 
Entering Unmasked Estep 
Score: -2156011.500000 Penalty: 4876.694824
	Iteration 40F: 3 clusters Score -2156012 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 11698 members 
Entering Unmasked Estep 
Score: -2156047.750000 Penalty: 4876.694824
	Iteration 41Q: 3 clusters Score -2156048 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 11748 members 
Entering Unmasked Estep 
Score: -2156075.250000 Penalty: 4876.694824
	Iteration 42Q: 3 clusters Score -2156075 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 11807 members 
Entering Unmasked Estep 
Score: -2156117.750000 Penalty: 4876.694824
	Iteration 43Q: 3 clusters Score -2156118 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 11846 members 
Entering Unmasked Estep 
Score: -2156142.000000 Penalty: 4876.694824
	Iteration 44Q: 3 clusters Score -2156142 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 11889 members 
Entering Unmasked Estep 
Score: -2156178.500000 Penalty: 4876.694824
	Iteration 45Q: 3 clusters Score -2156178 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 11948 members 
Entering Unmasked Estep 
Score: -2156213.250000 Penalty: 4876.694824
	Iteration 46Q: 3 clusters Score -2156213 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 11999 members 
Entering Unmasked Estep 
Score: -2156258.000000 Penalty: 4876.694824
	Iteration 47Q: 3 clusters Score -2156258 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 12039 members 
Entering Unmasked Estep 
Score: -2156286.000000 Penalty: 4876.694824
	Iteration 48Q: 3 clusters Score -2156286 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 12068 members 
Entering Unmasked Estep 
Score: -2156302.500000 Penalty: 4876.694824
	Iteration 49Q: 3 clusters Score -2156302 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 12083 members 
Entering Unmasked Estep 
Score: -2156317.000000 Penalty: 4876.694824
	Iteration 50Q: 3 clusters Score -2156317 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 12097 members 
Entering Unmasked Estep 
Score: -2156328.500000 Penalty: 4876.694824
	Iteration 51Q: 3 clusters Score -2156328 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 12108 members 
Entering Unmasked Estep 
Score: -2156344.000000 Penalty: 4876.694824
	Iteration 52Q: 3 clusters Score -2156344 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 12109 members 
Entering Unmasked Estep 
Score: -2156354.000000 Penalty: 4876.694824
	Iteration 53Q: 3 clusters Score -2156354 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 12118 members 
Entering Unmasked Estep 
Score: -2156355.250000 Penalty: 4876.694824
	Iteration 54Q: 3 clusters Score -2156355 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 12128 members 
Entering Unmasked Estep 
Score: -2156368.000000 Penalty: 4876.694824
	Iteration 55Q: 3 clusters Score -2156368 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 12141 members 
Entering Unmasked Estep 
Score: -2156366.000000 Penalty: 4876.694824
	Iteration 56Q: 3 clusters Score -2156366 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 12161 members 
Entering Unmasked Estep 
Score: -2156374.250000 Penalty: 4876.694824
	Iteration 57Q: 3 clusters Score -2156374 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 12179 members 
Entering Unmasked Estep 
Score: -2156379.750000 Penalty: 4876.694824
	Iteration 58Q: 3 clusters Score -2156380 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 12199 members 
Entering Unmasked Estep 
Score: -2156386.250000 Penalty: 4876.694824
	Iteration 59Q: 3 clusters Score -2156386 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 12210 members 
Entering Unmasked Estep 
Score: -2156386.500000 Penalty: 4876.694824
	Iteration 60F: 3 clusters Score -2156386 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 12233 members 
Entering Unmasked Estep 
Score: -2156387.500000 Penalty: 4876.694824
	Iteration 61Q: 3 clusters Score -2156388 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 12259 members 
Entering Unmasked Estep 
Score: -2156394.000000 Penalty: 4876.694824
	Iteration 62Q: 3 clusters Score -2156394 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 12275 members 
Entering Unmasked Estep 
Score: -2156401.000000 Penalty: 4876.694824
	Iteration 63Q: 3 clusters Score -2156401 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 12289 members 
Entering Unmasked Estep 
Score: -2156401.750000 Penalty: 4876.694824
	Iteration 64Q: 3 clusters Score -2156402 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 12295 members 
Entering Unmasked Estep 
Score: -2156402.500000 Penalty: 4876.694824
	Iteration 65Q: 3 clusters Score -2156402 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 12296 members 
Entering Unmasked Estep 
Score: -2156402.000000 Penalty: 4876.694824
	Iteration 66Q: 3 clusters Score -2156402 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 12297 members 
Entering Unmasked Estep 
Score: -2156406.000000 Penalty: 4876.694824
	Iteration 67Q: 3 clusters Score -2156406 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 12300 members 
Entering Unmasked Estep 
Score: -2156405.000000 Penalty: 4876.694824
	Iteration 68Q: 3 clusters Score -2156405 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 12302 members 
Entering Unmasked Estep 
Score: -2156408.000000 Penalty: 4876.694824
	Iteration 69Q: 3 clusters Score -2156408 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 12303 members 
Entering Unmasked Estep 
Score: -2156406.750000 Penalty: 4876.694824
	Iteration 70Q: 3 clusters Score -2156407 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 12303 members 
Entering Unmasked Estep 
Score: -2156406.750000 Penalty: 4876.694824
	Iteration 71F: 3 clusters Score -2156407 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Entering Unmasked Estep 
Score: -251200.765625 Penalty: 1890.663208
	Iteration 0F: 2 clusters Score -251200.8 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 1025 members 
Entering Unmasked Estep 
Score: -248514.828125 Penalty: 3781.326416
	Iteration 0F: 3 clusters Score -248514.8 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -248971.859375 Penalty: 3781.326416
	Iteration 1F: 3 clusters Score -248971.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -249109.906250 Penalty: 3781.326416
	Iteration 2F: 3 clusters Score -249109.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -249195.640625 Penalty: 3781.326416
	Iteration 3Q: 3 clusters Score -249195.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -249279.468750 Penalty: 3781.326416
	Iteration 4Q: 3 clusters Score -249279.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -249373.078125 Penalty: 3781.326416
	Iteration 5Q: 3 clusters Score -249373.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -249481.265625 Penalty: 3781.326416
	Iteration 6Q: 3 clusters Score -249481.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -249557.546875 Penalty: 3781.326416
	Iteration 7Q: 3 clusters Score -249557.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -249621.406250 Penalty: 3781.326416
	Iteration 8Q: 3 clusters Score -249621.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -249678.265625 Penalty: 3781.326416
	Iteration 9Q: 3 clusters Score -249678.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -249728.500000 Penalty: 3781.326416
	Iteration 10Q: 3 clusters Score -249728.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -249770.812500 Penalty: 3781.326416
	Iteration 11Q: 3 clusters Score -249770.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -249805.062500 Penalty: 3781.326416
	Iteration 12Q: 3 clusters Score -249805.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -249825.937500 Penalty: 3781.326416
	Iteration 13Q: 3 clusters Score -249825.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -249844.843750 Penalty: 3781.326416
	Iteration 14Q: 3 clusters Score -249844.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -249865.390625 Penalty: 3781.326416
	Iteration 15Q: 3 clusters Score -249865.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -249894.140625 Penalty: 3781.326416
	Iteration 16Q: 3 clusters Score -249894.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -249919.078125 Penalty: 3781.326416
	Iteration 17Q: 3 clusters Score -249919.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -249951.593750 Penalty: 3781.326416
	Iteration 18Q: 3 clusters Score -249951.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -249975.890625 Penalty: 3781.326416
	Iteration 19Q: 3 clusters Score -249975.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -249990.781250 Penalty: 3781.326416
	Iteration 20F: 3 clusters Score -249990.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -250006.828125 Penalty: 3781.326416
	Iteration 21Q: 3 clusters Score -250006.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -250025.093750 Penalty: 3781.326416
	Iteration 22Q: 3 clusters Score -250025.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -250043.609375 Penalty: 3781.326416
	Iteration 23Q: 3 clusters Score -250043.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -250054.906250 Penalty: 3781.326416
	Iteration 24Q: 3 clusters Score -250054.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -250063.734375 Penalty: 3781.326416
	Iteration 25Q: 3 clusters Score -250063.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -250072.234375 Penalty: 3781.326416
	Iteration 26Q: 3 clusters Score -250072.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -250076.218750 Penalty: 3781.326416
	Iteration 27Q: 3 clusters Score -250076.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -250081.890625 Penalty: 3781.326416
	Iteration 28Q: 3 clusters Score -250081.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -250086.656250 Penalty: 3781.326416
	Iteration 29Q: 3 clusters Score -250086.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -250087.953125 Penalty: 3781.326416
	Iteration 30Q: 3 clusters Score -250088 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -250091.562500 Penalty: 3781.326416
	Iteration 31Q: 3 clusters Score -250091.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -250095.000000 Penalty: 3781.326416
	Iteration 32Q: 3 clusters Score -250095 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -250097.734375 Penalty: 3781.326416
	Iteration 33Q: 3 clusters Score -250097.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -250099.546875 Penalty: 3781.326416
	Iteration 34Q: 3 clusters Score -250099.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -250103.187500 Penalty: 3781.326416
	Iteration 35Q: 3 clusters Score -250103.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -250106.593750 Penalty: 3781.326416
	Iteration 36Q: 3 clusters Score -250106.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -250109.437500 Penalty: 3781.326416
	Iteration 37Q: 3 clusters Score -250109.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -250110.218750 Penalty: 3781.326416
	Iteration 38Q: 3 clusters Score -250110.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -250111.359375 Penalty: 3781.326416
	Iteration 39Q: 3 clusters Score -250111.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -250112.218750 Penalty: 3781.326416
	Iteration 40F: 3 clusters Score -250112.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -250114.312500 Penalty: 3781.326416
	Iteration 41Q: 3 clusters Score -250114.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -250116.468750 Penalty: 3781.326416
	Iteration 42Q: 3 clusters Score -250116.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -250118.109375 Penalty: 3781.326416
	Iteration 43Q: 3 clusters Score -250118.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -250118.937500 Penalty: 3781.326416
	Iteration 44Q: 3 clusters Score -250118.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -250120.578125 Penalty: 3781.326416
	Iteration 45Q: 3 clusters Score -250120.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -250120.718750 Penalty: 3781.326416
	Iteration 46Q: 3 clusters Score -250120.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -250120.718750 Penalty: 3781.326416
	Iteration 47F: 3 clusters Score -250120.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (19596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19596 members 
Entering Unmasked Estep 
Score: -2597432.000000 Penalty: 2451.003906
	Iteration 0F: 2 clusters Score -2597432 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 9869 members 
Entering Unmasked Estep 
Score: -2583611.500000 Penalty: 4902.007812
	Iteration 0F: 3 clusters Score -2583612 nChanged 8607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -2588168.250000 Penalty: 4902.007812
	Iteration 1F: 3 clusters Score -2588168 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -2588493.000000 Penalty: 4902.007812
	Iteration 2Q: 3 clusters Score -2588493 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 10369 members 
Entering Unmasked Estep 
Score: -2588733.750000 Penalty: 4902.007812
	Iteration 3Q: 3 clusters Score -2588734 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 10628 members 
Entering Unmasked Estep 
Score: -2588962.000000 Penalty: 4902.007812
	Iteration 4Q: 3 clusters Score -2588962 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 10976 members 
Entering Unmasked Estep 
Score: -2589167.500000 Penalty: 4902.007812
	Iteration 5Q: 3 clusters Score -2589168 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 11443 members 
Entering Unmasked Estep 
Score: -2589434.250000 Penalty: 4902.007812
	Iteration 6Q: 3 clusters Score -2589434 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 12065 members 
Entering Unmasked Estep 
Score: -2589762.250000 Penalty: 4902.007812
	Iteration 7Q: 3 clusters Score -2589762 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 12826 members 
Entering Unmasked Estep 
Score: -2590197.250000 Penalty: 4902.007812
	Iteration 8Q: 3 clusters Score -2590197 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 13744 members 
Entering Unmasked Estep 
Score: -2590808.750000 Penalty: 4902.007812
	Iteration 9F: 3 clusters Score -2590809 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 14807 members 
Entering Unmasked Estep 
Score: -2591574.250000 Penalty: 4902.007812
	Iteration 10F: 3 clusters Score -2591574 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 15880 members 
Entering Unmasked Estep 
Score: -2592435.250000 Penalty: 4902.007812
	Iteration 11F: 3 clusters Score -2592435 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 16827 members 
Entering Unmasked Estep 
Score: -2593286.750000 Penalty: 4902.007812
	Iteration 12Q: 3 clusters Score -2593287 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 17539 members 
Entering Unmasked Estep 
Score: -2593906.500000 Penalty: 4902.007812
	Iteration 13Q: 3 clusters Score -2593906 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 18034 members 
Entering Unmasked Estep 
Score: -2594349.000000 Penalty: 4902.007812
	Iteration 14Q: 3 clusters Score -2594349 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 18371 members 
Entering Unmasked Estep 
Score: -2594668.500000 Penalty: 4902.007812
	Iteration 15Q: 3 clusters Score -2594668 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 18600 members 
Entering Unmasked Estep 
Score: -2594866.250000 Penalty: 4902.007812
	Iteration 16Q: 3 clusters Score -2594866 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 18752 members 
Entering Unmasked Estep 
Score: -2594975.000000 Penalty: 4902.007812
	Iteration 17Q: 3 clusters Score -2594975 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 18851 members 
Entering Unmasked Estep 
Score: -2595063.000000 Penalty: 4902.007812
	Iteration 18Q: 3 clusters Score -2595063 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 18927 members 
Entering Unmasked Estep 
Score: -2595125.500000 Penalty: 4902.007812
	Iteration 19Q: 3 clusters Score -2595126 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 18983 members 
Entering Unmasked Estep 
Score: -2595172.500000 Penalty: 4902.007812
	Iteration 20F: 3 clusters Score -2595172 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 19018 members 
Entering Unmasked Estep 
Score: -2595209.750000 Penalty: 4902.007812
	Iteration 21Q: 3 clusters Score -2595210 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 19039 members 
Entering Unmasked Estep 
Score: -2595228.250000 Penalty: 4902.007812
	Iteration 22Q: 3 clusters Score -2595228 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 19045 members 
Entering Unmasked Estep 
Score: -2595232.750000 Penalty: 4902.007812
	Iteration 23Q: 3 clusters Score -2595233 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 19049 members 
Entering Unmasked Estep 
Score: -2595236.000000 Penalty: 4902.007812
	Iteration 24Q: 3 clusters Score -2595236 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 19054 members 
Entering Unmasked Estep 
Score: -2595242.750000 Penalty: 4902.007812
	Iteration 25Q: 3 clusters Score -2595243 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 19061 members 
Entering Unmasked Estep 
Score: -2595246.500000 Penalty: 4902.007812
	Iteration 26Q: 3 clusters Score -2595246 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 19068 members 
Entering Unmasked Estep 
Score: -2595257.000000 Penalty: 4902.007812
	Iteration 27Q: 3 clusters Score -2595257 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 19076 members 
Entering Unmasked Estep 
Score: -2595266.250000 Penalty: 4902.007812
	Iteration 28Q: 3 clusters Score -2595266 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 19081 members 
Entering Unmasked Estep 
Score: -2595275.000000 Penalty: 4902.007812
	Iteration 29Q: 3 clusters Score -2595275 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 19083 members 
Entering Unmasked Estep 
Score: -2595275.250000 Penalty: 4902.007812
	Iteration 30Q: 3 clusters Score -2595275 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 19086 members 
Entering Unmasked Estep 
Score: -2595282.750000 Penalty: 4902.007812
	Iteration 31Q: 3 clusters Score -2595283 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 19087 members 
Entering Unmasked Estep 
Score: -2595281.750000 Penalty: 4902.007812
	Iteration 32Q: 3 clusters Score -2595282 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 19087 members 
Entering Unmasked Estep 
Score: -2595281.750000 Penalty: 4902.007812
	Iteration 33F: 3 clusters Score -2595282 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (6158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Entering Unmasked Estep 
Score: -778115.250000 Penalty: 2163.926025
	Iteration 0F: 2 clusters Score -778115.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -772948.000000 Penalty: 4327.852051
	Iteration 0F: 3 clusters Score -772948 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -774236.687500 Penalty: 4327.852051
	Iteration 1F: 3 clusters Score -774236.7 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -774453.000000 Penalty: 4327.852051
	Iteration 2F: 3 clusters Score -774453 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -774579.750000 Penalty: 4327.852051
	Iteration 3Q: 3 clusters Score -774579.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -774666.000000 Penalty: 4327.852051
	Iteration 4Q: 3 clusters Score -774666 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -774735.187500 Penalty: 4327.852051
	Iteration 5Q: 3 clusters Score -774735.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -774815.937500 Penalty: 4327.852051
	Iteration 6Q: 3 clusters Score -774815.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -774897.625000 Penalty: 4327.852051
	Iteration 7Q: 3 clusters Score -774897.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -774999.000000 Penalty: 4327.852051
	Iteration 8Q: 3 clusters Score -774999 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -775087.687500 Penalty: 4327.852051
	Iteration 9Q: 3 clusters Score -775087.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -775170.000000 Penalty: 4327.852051
	Iteration 10Q: 3 clusters Score -775170 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -775250.562500 Penalty: 4327.852051
	Iteration 11Q: 3 clusters Score -775250.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -775322.312500 Penalty: 4327.852051
	Iteration 12Q: 3 clusters Score -775322.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -775388.687500 Penalty: 4327.852051
	Iteration 13Q: 3 clusters Score -775388.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -775459.375000 Penalty: 4327.852051
	Iteration 14Q: 3 clusters Score -775459.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -775522.437500 Penalty: 4327.852051
	Iteration 15Q: 3 clusters Score -775522.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -775586.312500 Penalty: 4327.852051
	Iteration 16Q: 3 clusters Score -775586.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -775652.687500 Penalty: 4327.852051
	Iteration 17Q: 3 clusters Score -775652.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -775721.062500 Penalty: 4327.852051
	Iteration 18Q: 3 clusters Score -775721.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -775808.375000 Penalty: 4327.852051
	Iteration 19Q: 3 clusters Score -775808.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -775889.875000 Penalty: 4327.852051
	Iteration 20F: 3 clusters Score -775889.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -775975.937500 Penalty: 4327.852051
	Iteration 21Q: 3 clusters Score -775975.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -776063.812500 Penalty: 4327.852051
	Iteration 22Q: 3 clusters Score -776063.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -776143.875000 Penalty: 4327.852051
	Iteration 23Q: 3 clusters Score -776143.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -776219.687500 Penalty: 4327.852051
	Iteration 24Q: 3 clusters Score -776219.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -776291.375000 Penalty: 4327.852051
	Iteration 25Q: 3 clusters Score -776291.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -776365.562500 Penalty: 4327.852051
	Iteration 26Q: 3 clusters Score -776365.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -776421.500000 Penalty: 4327.852051
	Iteration 27Q: 3 clusters Score -776421.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -776478.562500 Penalty: 4327.852051
	Iteration 28Q: 3 clusters Score -776478.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -776527.187500 Penalty: 4327.852051
	Iteration 29Q: 3 clusters Score -776527.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -776566.625000 Penalty: 4327.852051
	Iteration 30Q: 3 clusters Score -776566.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -776600.875000 Penalty: 4327.852051
	Iteration 31Q: 3 clusters Score -776600.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -776627.562500 Penalty: 4327.852051
	Iteration 32Q: 3 clusters Score -776627.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -776643.000000 Penalty: 4327.852051
	Iteration 33Q: 3 clusters Score -776643 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -776657.625000 Penalty: 4327.852051
	Iteration 34Q: 3 clusters Score -776657.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -776672.000000 Penalty: 4327.852051
	Iteration 35Q: 3 clusters Score -776672 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -776691.125000 Penalty: 4327.852051
	Iteration 36Q: 3 clusters Score -776691.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -776702.375000 Penalty: 4327.852051
	Iteration 37Q: 3 clusters Score -776702.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -776715.500000 Penalty: 4327.852051
	Iteration 38Q: 3 clusters Score -776715.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -776721.500000 Penalty: 4327.852051
	Iteration 39Q: 3 clusters Score -776721.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -776728.687500 Penalty: 4327.852051
	Iteration 40F: 3 clusters Score -776728.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -776734.687500 Penalty: 4327.852051
	Iteration 41Q: 3 clusters Score -776734.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -776743.125000 Penalty: 4327.852051
	Iteration 42Q: 3 clusters Score -776743.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -776751.000000 Penalty: 4327.852051
	Iteration 43Q: 3 clusters Score -776751 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -776754.562500 Penalty: 4327.852051
	Iteration 44Q: 3 clusters Score -776754.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -776759.500000 Penalty: 4327.852051
	Iteration 45Q: 3 clusters Score -776759.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -776760.750000 Penalty: 4327.852051
	Iteration 46Q: 3 clusters Score -776760.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -776763.812500 Penalty: 4327.852051
	Iteration 47Q: 3 clusters Score -776763.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -776766.375000 Penalty: 4327.852051
	Iteration 48Q: 3 clusters Score -776766.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -776764.687500 Penalty: 4327.852051
	Iteration 49Q: 3 clusters Score -776764.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -776768.812500 Penalty: 4327.852051
	Iteration 50Q: 3 clusters Score -776768.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -776773.250000 Penalty: 4327.852051
	Iteration 51Q: 3 clusters Score -776773.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -776775.437500 Penalty: 4327.852051
	Iteration 52Q: 3 clusters Score -776775.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -776775.000000 Penalty: 4327.852051
	Iteration 53Q: 3 clusters Score -776775 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -776776.000000 Penalty: 4327.852051
	Iteration 54Q: 3 clusters Score -776776 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -776776.000000 Penalty: 4327.852051
	Iteration 55F: 3 clusters Score -776776 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (4157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Entering Unmasked Estep 
Score: -746311.687500 Penalty: 2066.472168
	Iteration 0F: 2 clusters Score -746311.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -742319.250000 Penalty: 4132.944336
	Iteration 0F: 3 clusters Score -742319.2 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -743210.187500 Penalty: 4132.944336
	Iteration 1F: 3 clusters Score -743210.2 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -743482.687500 Penalty: 4132.944336
	Iteration 2F: 3 clusters Score -743482.7 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -743726.437500 Penalty: 4132.944336
	Iteration 3F: 3 clusters Score -743726.4 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -744014.250000 Penalty: 4132.944336
	Iteration 4F: 3 clusters Score -744014.2 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -744379.187500 Penalty: 4132.944336
	Iteration 5F: 3 clusters Score -744379.2 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -744797.562500 Penalty: 4132.944336
	Iteration 6F: 3 clusters Score -744797.6 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -745130.875000 Penalty: 4132.944336
	Iteration 7F: 3 clusters Score -745130.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -745328.375000 Penalty: 4132.944336
	Iteration 8Q: 3 clusters Score -745328.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -745446.562500 Penalty: 4132.944336
	Iteration 9Q: 3 clusters Score -745446.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -745569.812500 Penalty: 4132.944336
	Iteration 10Q: 3 clusters Score -745569.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -745683.750000 Penalty: 4132.944336
	Iteration 11Q: 3 clusters Score -745683.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -745745.125000 Penalty: 4132.944336
	Iteration 12Q: 3 clusters Score -745745.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -745763.625000 Penalty: 4132.944336
	Iteration 13Q: 3 clusters Score -745763.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -745769.312500 Penalty: 4132.944336
	Iteration 14Q: 3 clusters Score -745769.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -745774.875000 Penalty: 4132.944336
	Iteration 15Q: 3 clusters Score -745774.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -745782.062500 Penalty: 4132.944336
	Iteration 16Q: 3 clusters Score -745782.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -745785.125000 Penalty: 4132.944336
	Iteration 17Q: 3 clusters Score -745785.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -745788.250000 Penalty: 4132.944336
	Iteration 18Q: 3 clusters Score -745788.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -745788.812500 Penalty: 4132.944336
	Iteration 19Q: 3 clusters Score -745788.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -745789.187500 Penalty: 4132.944336
	Iteration 20F: 3 clusters Score -745789.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -745788.937500 Penalty: 4132.944336
	Iteration 21Q: 3 clusters Score -745788.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -745790.687500 Penalty: 4132.944336
	Iteration 22Q: 3 clusters Score -745790.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -745790.750000 Penalty: 4132.944336
	Iteration 23Q: 3 clusters Score -745790.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -745792.937500 Penalty: 4132.944336
	Iteration 24Q: 3 clusters Score -745792.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -745792.937500 Penalty: 4132.944336
	Iteration 25F: 3 clusters Score -745792.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (38347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38347 members 
Entering Unmasked Estep 
Score: -4989392.500000 Penalty: 2617.499023
	Iteration 0F: 2 clusters Score -4989392 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19284 members 
Mstep: Class 2 contains 19063 members 
Entering Unmasked Estep 
Score: -4963299.500000 Penalty: 5234.998047
	Iteration 0F: 3 clusters Score -4963300 nChanged 17614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20054 members 
Mstep: Class 2 contains 18293 members 
Entering Unmasked Estep 
Score: -4973127.000000 Penalty: 5234.998047
	Iteration 1F: 3 clusters Score -4973127 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20418 members 
Mstep: Class 2 contains 17929 members 
Entering Unmasked Estep 
Score: -4973871.000000 Penalty: 5234.998047
	Iteration 2Q: 3 clusters Score -4973871 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20952 members 
Mstep: Class 2 contains 17395 members 
Entering Unmasked Estep 
Score: -4974865.500000 Penalty: 5234.998047
	Iteration 3F: 3 clusters Score -4974866 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21779 members 
Mstep: Class 2 contains 16568 members 
Entering Unmasked Estep 
Score: -4976105.000000 Penalty: 5234.998047
	Iteration 4F: 3 clusters Score -4976105 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22892 members 
Mstep: Class 2 contains 15455 members 
Entering Unmasked Estep 
Score: -4977732.500000 Penalty: 5234.998047
	Iteration 5F: 3 clusters Score -4977732 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24354 members 
Mstep: Class 2 contains 13993 members 
Entering Unmasked Estep 
Score: -4979711.000000 Penalty: 5234.998047
	Iteration 6F: 3 clusters Score -4979711 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25787 members 
Mstep: Class 2 contains 12560 members 
Entering Unmasked Estep 
Score: -4981795.000000 Penalty: 5234.998047
	Iteration 7F: 3 clusters Score -4981795 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26906 members 
Mstep: Class 2 contains 11441 members 
Entering Unmasked Estep 
Score: -4983535.500000 Penalty: 5234.998047
	Iteration 8F: 3 clusters Score -4983536 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27521 members 
Mstep: Class 2 contains 10826 members 
Entering Unmasked Estep 
Score: -4984492.500000 Penalty: 5234.998047
	Iteration 9Q: 3 clusters Score -4984492 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27898 members 
Mstep: Class 2 contains 10449 members 
Entering Unmasked Estep 
Score: -4984944.500000 Penalty: 5234.998047
	Iteration 10Q: 3 clusters Score -4984944 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28184 members 
Mstep: Class 2 contains 10163 members 
Entering Unmasked Estep 
Score: -4985168.000000 Penalty: 5234.998047
	Iteration 11Q: 3 clusters Score -4985168 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28432 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -4985272.000000 Penalty: 5234.998047
	Iteration 12Q: 3 clusters Score -4985272 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28702 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -4985389.000000 Penalty: 5234.998047
	Iteration 13Q: 3 clusters Score -4985389 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28941 members 
Mstep: Class 2 contains 9406 members 
Entering Unmasked Estep 
Score: -4985463.000000 Penalty: 5234.998047
	Iteration 14Q: 3 clusters Score -4985463 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29202 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -4985536.500000 Penalty: 5234.998047
	Iteration 15Q: 3 clusters Score -4985536 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29425 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
Score: -4985584.000000 Penalty: 5234.998047
	Iteration 16Q: 3 clusters Score -4985584 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29633 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -4985614.500000 Penalty: 5234.998047
	Iteration 17Q: 3 clusters Score -4985614 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29835 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -4985662.500000 Penalty: 5234.998047
	Iteration 18Q: 3 clusters Score -4985662 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30047 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -4985703.500000 Penalty: 5234.998047
	Iteration 19Q: 3 clusters Score -4985704 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30253 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -4985729.500000 Penalty: 5234.998047
	Iteration 20F: 3 clusters Score -4985730 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30442 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -4985773.000000 Penalty: 5234.998047
	Iteration 21Q: 3 clusters Score -4985773 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30634 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -4985822.000000 Penalty: 5234.998047
	Iteration 22Q: 3 clusters Score -4985822 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30833 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -4985853.500000 Penalty: 5234.998047
	Iteration 23Q: 3 clusters Score -4985854 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31043 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -4985913.500000 Penalty: 5234.998047
	Iteration 24Q: 3 clusters Score -4985914 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31249 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -4985940.500000 Penalty: 5234.998047
	Iteration 25Q: 3 clusters Score -4985940 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31470 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -4986006.500000 Penalty: 5234.998047
	Iteration 26Q: 3 clusters Score -4986006 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31695 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -4986048.500000 Penalty: 5234.998047
	Iteration 27Q: 3 clusters Score -4986048 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31904 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -4986090.500000 Penalty: 5234.998047
	Iteration 28Q: 3 clusters Score -4986090 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32090 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -4986137.000000 Penalty: 5234.998047
	Iteration 29Q: 3 clusters Score -4986137 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32271 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -4986154.500000 Penalty: 5234.998047
	Iteration 30Q: 3 clusters Score -4986154 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32439 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -4986195.000000 Penalty: 5234.998047
	Iteration 31Q: 3 clusters Score -4986195 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32608 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -4986233.000000 Penalty: 5234.998047
	Iteration 32Q: 3 clusters Score -4986233 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32756 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -4986252.500000 Penalty: 5234.998047
	Iteration 33Q: 3 clusters Score -4986252 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32909 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -4986279.000000 Penalty: 5234.998047
	Iteration 34Q: 3 clusters Score -4986279 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33037 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -4986320.500000 Penalty: 5234.998047
	Iteration 35Q: 3 clusters Score -4986320 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33174 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -4986337.500000 Penalty: 5234.998047
	Iteration 36Q: 3 clusters Score -4986338 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33298 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -4986376.000000 Penalty: 5234.998047
	Iteration 37Q: 3 clusters Score -4986376 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33439 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -4986408.500000 Penalty: 5234.998047
	Iteration 38Q: 3 clusters Score -4986408 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33583 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -4986440.000000 Penalty: 5234.998047
	Iteration 39Q: 3 clusters Score -4986440 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33727 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -4986487.500000 Penalty: 5234.998047
	Iteration 40F: 3 clusters Score -4986488 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33861 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -4986524.500000 Penalty: 5234.998047
	Iteration 41Q: 3 clusters Score -4986524 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33975 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -4986552.000000 Penalty: 5234.998047
	Iteration 42Q: 3 clusters Score -4986552 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34073 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -4986573.000000 Penalty: 5234.998047
	Iteration 43Q: 3 clusters Score -4986573 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34178 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -4986604.500000 Penalty: 5234.998047
	Iteration 44Q: 3 clusters Score -4986604 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34305 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -4986642.500000 Penalty: 5234.998047
	Iteration 45Q: 3 clusters Score -4986642 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34422 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -4986659.500000 Penalty: 5234.998047
	Iteration 46Q: 3 clusters Score -4986660 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34539 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -4986674.000000 Penalty: 5234.998047
	Iteration 47Q: 3 clusters Score -4986674 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34662 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -4986705.500000 Penalty: 5234.998047
	Iteration 48Q: 3 clusters Score -4986706 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34783 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -4986737.500000 Penalty: 5234.998047
	Iteration 49Q: 3 clusters Score -4986738 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34904 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -4986765.000000 Penalty: 5234.998047
	Iteration 50Q: 3 clusters Score -4986765 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35021 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -4986811.500000 Penalty: 5234.998047
	Iteration 51Q: 3 clusters Score -4986812 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35128 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -4986835.000000 Penalty: 5234.998047
	Iteration 52Q: 3 clusters Score -4986835 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35227 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -4986866.500000 Penalty: 5234.998047
	Iteration 53Q: 3 clusters Score -4986866 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35323 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -4986902.000000 Penalty: 5234.998047
	Iteration 54Q: 3 clusters Score -4986902 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35410 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -4986917.000000 Penalty: 5234.998047
	Iteration 55Q: 3 clusters Score -4986917 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35488 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -4986932.500000 Penalty: 5234.998047
	Iteration 56Q: 3 clusters Score -4986932 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35564 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -4986949.500000 Penalty: 5234.998047
	Iteration 57Q: 3 clusters Score -4986950 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35629 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -4986963.000000 Penalty: 5234.998047
	Iteration 58Q: 3 clusters Score -4986963 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35717 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -4986984.500000 Penalty: 5234.998047
	Iteration 59Q: 3 clusters Score -4986984 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35787 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -4987005.500000 Penalty: 5234.998047
	Iteration 60F: 3 clusters Score -4987006 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35846 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -4987033.500000 Penalty: 5234.998047
	Iteration 61Q: 3 clusters Score -4987034 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35902 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -4987043.500000 Penalty: 5234.998047
	Iteration 62Q: 3 clusters Score -4987044 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35965 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -4987077.500000 Penalty: 5234.998047
	Iteration 63Q: 3 clusters Score -4987078 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36025 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -4987088.500000 Penalty: 5234.998047
	Iteration 64Q: 3 clusters Score -4987088 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36078 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -4987110.000000 Penalty: 5234.998047
	Iteration 65Q: 3 clusters Score -4987110 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36134 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -4987143.000000 Penalty: 5234.998047
	Iteration 66Q: 3 clusters Score -4987143 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36196 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -4987172.000000 Penalty: 5234.998047
	Iteration 67Q: 3 clusters Score -4987172 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36264 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -4987204.500000 Penalty: 5234.998047
	Iteration 68Q: 3 clusters Score -4987204 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36328 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -4987258.500000 Penalty: 5234.998047
	Iteration 69Q: 3 clusters Score -4987258 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36396 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -4987330.500000 Penalty: 5234.998047
	Iteration 70Q: 3 clusters Score -4987330 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36465 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -4987395.500000 Penalty: 5234.998047
	Iteration 71Q: 3 clusters Score -4987396 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36534 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -4987464.000000 Penalty: 5234.998047
	Iteration 72Q: 3 clusters Score -4987464 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36593 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -4987517.000000 Penalty: 5234.998047
	Iteration 73Q: 3 clusters Score -4987517 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36610 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -4987527.500000 Penalty: 5234.998047
	Iteration 74Q: 3 clusters Score -4987528 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36618 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -4987558.000000 Penalty: 5234.998047
	Iteration 75Q: 3 clusters Score -4987558 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36627 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -4987589.500000 Penalty: 5234.998047
	Iteration 76Q: 3 clusters Score -4987590 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36634 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -4987620.000000 Penalty: 5234.998047
	Iteration 77Q: 3 clusters Score -4987620 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36633 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -4987621.500000 Penalty: 5234.998047
	Iteration 78Q: 3 clusters Score -4987622 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36629 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -4987639.500000 Penalty: 5234.998047
	Iteration 79Q: 3 clusters Score -4987640 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36626 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -4987651.000000 Penalty: 5234.998047
	Iteration 80F: 3 clusters Score -4987651 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36616 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -4987662.500000 Penalty: 5234.998047
	Iteration 81Q: 3 clusters Score -4987662 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36608 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -4987669.500000 Penalty: 5234.998047
	Iteration 82Q: 3 clusters Score -4987670 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36603 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -4987665.500000 Penalty: 5234.998047
	Iteration 83Q: 3 clusters Score -4987666 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36599 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -4987669.500000 Penalty: 5234.998047
	Iteration 84Q: 3 clusters Score -4987670 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36597 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -4987675.000000 Penalty: 5234.998047
	Iteration 85Q: 3 clusters Score -4987675 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36593 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -4987682.500000 Penalty: 5234.998047
	Iteration 86Q: 3 clusters Score -4987682 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36585 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -4987677.500000 Penalty: 5234.998047
	Iteration 87Q: 3 clusters Score -4987678 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36580 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -4987681.500000 Penalty: 5234.998047
	Iteration 88Q: 3 clusters Score -4987682 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36578 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -4987685.000000 Penalty: 5234.998047
	Iteration 89Q: 3 clusters Score -4987685 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36580 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -4987688.000000 Penalty: 5234.998047
	Iteration 90Q: 3 clusters Score -4987688 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36576 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -4987694.500000 Penalty: 5234.998047
	Iteration 91Q: 3 clusters Score -4987694 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36573 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -4987692.500000 Penalty: 5234.998047
	Iteration 92Q: 3 clusters Score -4987692 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36571 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -4987689.000000 Penalty: 5234.998047
	Iteration 93Q: 3 clusters Score -4987689 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36564 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -4987691.000000 Penalty: 5234.998047
	Iteration 94Q: 3 clusters Score -4987691 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36561 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -4987691.500000 Penalty: 5234.998047
	Iteration 95Q: 3 clusters Score -4987692 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36561 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -4987691.500000 Penalty: 5234.998047
	Iteration 96F: 3 clusters Score -4987692 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (4488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Entering Unmasked Estep 
Score: -553887.687500 Penalty: 2085.472412
	Iteration 0F: 2 clusters Score -553887.7 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 2204 members 
Entering Unmasked Estep 
Score: -549685.750000 Penalty: 4170.944824
	Iteration 0F: 3 clusters Score -549685.8 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -550665.625000 Penalty: 4170.944824
	Iteration 1F: 3 clusters Score -550665.6 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -550886.500000 Penalty: 4170.944824
	Iteration 2F: 3 clusters Score -550886.5 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -551028.375000 Penalty: 4170.944824
	Iteration 3F: 3 clusters Score -551028.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -551118.500000 Penalty: 4170.944824
	Iteration 4Q: 3 clusters Score -551118.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -551192.312500 Penalty: 4170.944824
	Iteration 5Q: 3 clusters Score -551192.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -551244.125000 Penalty: 4170.944824
	Iteration 6Q: 3 clusters Score -551244.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -551279.062500 Penalty: 4170.944824
	Iteration 7Q: 3 clusters Score -551279.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -551314.750000 Penalty: 4170.944824
	Iteration 8Q: 3 clusters Score -551314.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -551356.125000 Penalty: 4170.944824
	Iteration 9Q: 3 clusters Score -551356.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -551394.125000 Penalty: 4170.944824
	Iteration 10Q: 3 clusters Score -551394.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -551433.562500 Penalty: 4170.944824
	Iteration 11Q: 3 clusters Score -551433.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -551474.375000 Penalty: 4170.944824
	Iteration 12Q: 3 clusters Score -551474.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -551510.750000 Penalty: 4170.944824
	Iteration 13Q: 3 clusters Score -551510.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -551555.750000 Penalty: 4170.944824
	Iteration 14Q: 3 clusters Score -551555.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -551610.312500 Penalty: 4170.944824
	Iteration 15Q: 3 clusters Score -551610.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -551662.000000 Penalty: 4170.944824
	Iteration 16Q: 3 clusters Score -551662 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -551700.750000 Penalty: 4170.944824
	Iteration 17Q: 3 clusters Score -551700.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -551733.062500 Penalty: 4170.944824
	Iteration 18Q: 3 clusters Score -551733.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -551757.937500 Penalty: 4170.944824
	Iteration 19Q: 3 clusters Score -551757.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -551790.437500 Penalty: 4170.944824
	Iteration 20F: 3 clusters Score -551790.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -551821.312500 Penalty: 4170.944824
	Iteration 21Q: 3 clusters Score -551821.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -551853.500000 Penalty: 4170.944824
	Iteration 22Q: 3 clusters Score -551853.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -551886.937500 Penalty: 4170.944824
	Iteration 23Q: 3 clusters Score -551886.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -551919.812500 Penalty: 4170.944824
	Iteration 24Q: 3 clusters Score -551919.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -551961.875000 Penalty: 4170.944824
	Iteration 25Q: 3 clusters Score -551961.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -551996.500000 Penalty: 4170.944824
	Iteration 26Q: 3 clusters Score -551996.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -552041.687500 Penalty: 4170.944824
	Iteration 27Q: 3 clusters Score -552041.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -552079.937500 Penalty: 4170.944824
	Iteration 28Q: 3 clusters Score -552079.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -552120.625000 Penalty: 4170.944824
	Iteration 29Q: 3 clusters Score -552120.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -552158.375000 Penalty: 4170.944824
	Iteration 30Q: 3 clusters Score -552158.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -552205.250000 Penalty: 4170.944824
	Iteration 31Q: 3 clusters Score -552205.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -552234.750000 Penalty: 4170.944824
	Iteration 32Q: 3 clusters Score -552234.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -552259.625000 Penalty: 4170.944824
	Iteration 33Q: 3 clusters Score -552259.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -552280.250000 Penalty: 4170.944824
	Iteration 34Q: 3 clusters Score -552280.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -552300.437500 Penalty: 4170.944824
	Iteration 35Q: 3 clusters Score -552300.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -552316.625000 Penalty: 4170.944824
	Iteration 36Q: 3 clusters Score -552316.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -552335.750000 Penalty: 4170.944824
	Iteration 37Q: 3 clusters Score -552335.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -552347.250000 Penalty: 4170.944824
	Iteration 38Q: 3 clusters Score -552347.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -552358.125000 Penalty: 4170.944824
	Iteration 39Q: 3 clusters Score -552358.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -552377.062500 Penalty: 4170.944824
	Iteration 40F: 3 clusters Score -552377.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -552401.812500 Penalty: 4170.944824
	Iteration 41Q: 3 clusters Score -552401.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -552459.250000 Penalty: 4170.944824
	Iteration 42Q: 3 clusters Score -552459.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -552541.562500 Penalty: 4170.944824
	Iteration 43Q: 3 clusters Score -552541.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -552631.812500 Penalty: 4170.944824
	Iteration 44Q: 3 clusters Score -552631.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -552684.687500 Penalty: 4170.944824
	Iteration 45Q: 3 clusters Score -552684.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -552717.937500 Penalty: 4170.944824
	Iteration 46Q: 3 clusters Score -552717.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -552748.187500 Penalty: 4170.944824
	Iteration 47Q: 3 clusters Score -552748.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -552772.500000 Penalty: 4170.944824
	Iteration 48Q: 3 clusters Score -552772.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -552790.250000 Penalty: 4170.944824
	Iteration 49Q: 3 clusters Score -552790.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -552808.250000 Penalty: 4170.944824
	Iteration 50Q: 3 clusters Score -552808.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -552826.375000 Penalty: 4170.944824
	Iteration 51Q: 3 clusters Score -552826.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -552841.625000 Penalty: 4170.944824
	Iteration 52Q: 3 clusters Score -552841.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -552857.625000 Penalty: 4170.944824
	Iteration 53Q: 3 clusters Score -552857.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -552885.312500 Penalty: 4170.944824
	Iteration 54Q: 3 clusters Score -552885.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -552917.937500 Penalty: 4170.944824
	Iteration 55Q: 3 clusters Score -552917.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -552953.250000 Penalty: 4170.944824
	Iteration 56Q: 3 clusters Score -552953.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -552969.250000 Penalty: 4170.944824
	Iteration 57Q: 3 clusters Score -552969.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -552988.062500 Penalty: 4170.944824
	Iteration 58Q: 3 clusters Score -552988.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -553014.812500 Penalty: 4170.944824
	Iteration 59Q: 3 clusters Score -553014.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -553038.812500 Penalty: 4170.944824
	Iteration 60F: 3 clusters Score -553038.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -553051.562500 Penalty: 4170.944824
	Iteration 61Q: 3 clusters Score -553051.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -553060.687500 Penalty: 4170.944824
	Iteration 62Q: 3 clusters Score -553060.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -553072.437500 Penalty: 4170.944824
	Iteration 63Q: 3 clusters Score -553072.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -553085.000000 Penalty: 4170.944824
	Iteration 64Q: 3 clusters Score -553085 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -553098.687500 Penalty: 4170.944824
	Iteration 65Q: 3 clusters Score -553098.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -553111.000000 Penalty: 4170.944824
	Iteration 66Q: 3 clusters Score -553111 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -553118.125000 Penalty: 4170.944824
	Iteration 67Q: 3 clusters Score -553118.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -553126.562500 Penalty: 4170.944824
	Iteration 68Q: 3 clusters Score -553126.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -553133.375000 Penalty: 4170.944824
	Iteration 69Q: 3 clusters Score -553133.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -553140.625000 Penalty: 4170.944824
	Iteration 70Q: 3 clusters Score -553140.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -553147.562500 Penalty: 4170.944824
	Iteration 71Q: 3 clusters Score -553147.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -553154.812500 Penalty: 4170.944824
	Iteration 72Q: 3 clusters Score -553154.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -553161.187500 Penalty: 4170.944824
	Iteration 73Q: 3 clusters Score -553161.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -553168.000000 Penalty: 4170.944824
	Iteration 74Q: 3 clusters Score -553168 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -553173.250000 Penalty: 4170.944824
	Iteration 75Q: 3 clusters Score -553173.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -553181.000000 Penalty: 4170.944824
	Iteration 76Q: 3 clusters Score -553181 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -553190.500000 Penalty: 4170.944824
	Iteration 77Q: 3 clusters Score -553190.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -553203.312500 Penalty: 4170.944824
	Iteration 78Q: 3 clusters Score -553203.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -553229.062500 Penalty: 4170.944824
	Iteration 79Q: 3 clusters Score -553229.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -553248.437500 Penalty: 4170.944824
	Iteration 80F: 3 clusters Score -553248.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -553270.500000 Penalty: 4170.944824
	Iteration 81Q: 3 clusters Score -553270.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -553306.312500 Penalty: 4170.944824
	Iteration 82Q: 3 clusters Score -553306.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -553335.250000 Penalty: 4170.944824
	Iteration 83Q: 3 clusters Score -553335.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -553355.312500 Penalty: 4170.944824
	Iteration 84Q: 3 clusters Score -553355.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -553368.687500 Penalty: 4170.944824
	Iteration 85Q: 3 clusters Score -553368.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -553374.437500 Penalty: 4170.944824
	Iteration 86Q: 3 clusters Score -553374.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -553375.875000 Penalty: 4170.944824
	Iteration 87Q: 3 clusters Score -553375.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -553377.750000 Penalty: 4170.944824
	Iteration 88Q: 3 clusters Score -553377.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -553377.750000 Penalty: 4170.944824
	Iteration 89F: 3 clusters Score -553377.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Entering Unmasked Estep 
Score: -59970.656250 Penalty: 1607.810669
	Iteration 0F: 2 clusters Score -59970.66 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 348 members 
Entering Unmasked Estep 
Score: -58426.316406 Penalty: 3215.621338
	Iteration 0F: 3 clusters Score -58426.32 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -58819.578125 Penalty: 3215.621338
	Iteration 1F: 3 clusters Score -58819.58 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -59086.671875 Penalty: 3215.621338
	Iteration 2F: 3 clusters Score -59086.67 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -59286.960938 Penalty: 3215.621338
	Iteration 3F: 3 clusters Score -59286.96 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -59547.488281 Penalty: 3215.621338
	Iteration 4F: 3 clusters Score -59547.49 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -59808.593750 Penalty: 3215.621338
	Iteration 5F: 3 clusters Score -59808.59 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -59988.503906 Penalty: 3215.621338
	Iteration 6F: 3 clusters Score -59988.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -60307.785156 Penalty: 3215.621338
	Iteration 7F: 3 clusters Score -60307.79 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -60566.558594 Penalty: 3215.621338
	Iteration 8Q: 3 clusters Score -60566.56 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -60638.570312 Penalty: 3215.621338
	Iteration 9Q: 3 clusters Score -60638.57 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -60695.566406 Penalty: 3215.621338
	Iteration 10Q: 3 clusters Score -60695.57 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -60803.738281 Penalty: 3215.621338
	Iteration 11Q: 3 clusters Score -60803.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -60873.984375 Penalty: 3215.621338
	Iteration 12Q: 3 clusters Score -60873.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -60942.984375 Penalty: 3215.621338
	Iteration 13Q: 3 clusters Score -60942.98 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -61007.773438 Penalty: 3215.621338
	Iteration 14Q: 3 clusters Score -61007.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -61050.777344 Penalty: 3215.621338
	Iteration 15Q: 3 clusters Score -61050.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -61081.269531 Penalty: 3215.621338
	Iteration 16Q: 3 clusters Score -61081.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -61144.351562 Penalty: 3215.621338
	Iteration 17Q: 3 clusters Score -61144.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -61154.605469 Penalty: 3215.621338
	Iteration 18Q: 3 clusters Score -61154.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -61174.683594 Penalty: 3215.621338
	Iteration 19Q: 3 clusters Score -61174.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -61199.984375 Penalty: 3215.621338
	Iteration 20F: 3 clusters Score -61199.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -61278.683594 Penalty: 3215.621338
	Iteration 21Q: 3 clusters Score -61278.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -61289.046875 Penalty: 3215.621338
	Iteration 22Q: 3 clusters Score -61289.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -61299.945312 Penalty: 3215.621338
	Iteration 23Q: 3 clusters Score -61299.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -61299.945312 Penalty: 3215.621338
	Iteration 24F: 3 clusters Score -61299.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 51422 members 
Mstep: Class 3 contains 5250 members 
Mstep: Class 4 contains 27292 members 
Mstep: Class 5 contains 9231 members 
Mstep: Class 6 contains 4493 members 
Mstep: Class 7 contains 26736 members 
Mstep: Class 8 contains 475 members 
Mstep: Class 9 contains 5991 members 
Mstep: Class 10 contains 2843 members 
Mstep: Class 11 contains 38151 members 
Mstep: Class 12 contains 23714 members 
Mstep: Class 13 contains 215680 members 
Mstep: Class 14 contains 41267 members 
Mstep: Class 15 contains 1051 members 
Mstep: Class 16 contains 28237 members 
Mstep: Class 17 contains 9832 members 
Mstep: Class 18 contains 14255 members 
Mstep: Class 19 contains 62494 members 
Mstep: Class 20 contains 11141 members 
Mstep: Class 21 contains 15963 members 
Mstep: Class 22 contains 2966 members 
Mstep: Class 23 contains 2562 members 
Mstep: Class 24 contains 18621 members 
Mstep: Class 25 contains 2046 members 
Mstep: Class 26 contains 19596 members 
Mstep: Class 27 contains 6158 members 
Mstep: Class 28 contains 4157 members 
Mstep: Class 29 contains 38347 members 
Mstep: Class 30 contains 4488 members 
Mstep: Class 31 contains 375 members 
Mstep: Class 32 contains 1400 members 
Mstep: Class 33 contains 46933 members 
Mstep: Class 34 contains 1438 members 
Mstep: Class 35 contains 8137 members 
Mstep: Class 36 contains 2463 members 
Mstep: Class 37 contains 164832 members 
Mstep: Class 38 contains 8893 members 
Mstep: Class 39 contains 4265 members 
Mstep: Class 40 contains 5251 members 
Mstep: Class 41 contains 2865 members 
Mstep: Class 42 contains 3636 members 
Mstep: Class 43 contains 531 members 
Mstep: Class 44 contains 3473 members 
Mstep: Class 45 contains 1905 members 
Mstep: Class 46 contains 1062 members 
Mstep: Class 47 contains 4873 members 
Mstep: Class 48 contains 6186 members 
Mstep: Class 49 contains 4237 members 
Mstep: Class 50 contains 5947 members 
Mstep: Class 51 contains 177295 members 
Mstep: Class 52 contains 376 members 
Mstep: Class 53 contains 759 members 
Mstep: Class 54 contains 1349 members 
Mstep: Class 55 contains 4096 members 
Mstep: Class 56 contains 1752 members 
Mstep: Class 57 contains 164 members 
Mstep: Class 58 contains 6720 members 
Mstep: Class 59 contains 3983 members 
Mstep: Class 60 contains 17966 members 
Mstep: Class 61 contains 279 members 
Entering Unmasked Estep 
Score: -147513104.000000 Penalty: 211610.328125
Splitting cluster 31 changes total score from -147511968.000000 to -147513104.000000
So it's getting split into cluster 61.
Entering ConstructFrom: 
Trying to split cluster 32 (1400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Entering Unmasked Estep 
Score: -175311.968750 Penalty: 1796.568359
	Iteration 0F: 2 clusters Score -175312 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -173315.343750 Penalty: 3593.136719
	Iteration 0F: 3 clusters Score -173315.3 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -175535.375000 Penalty: 3593.136719
	Iteration 1F: 3 clusters Score -175535.4 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -176589.359375 Penalty: 3593.136719
	Iteration 2F: 3 clusters Score -176589.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -176841.843750 Penalty: 3593.136719
	Iteration 3Q: 3 clusters Score -176841.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -176944.515625 Penalty: 3593.136719
	Iteration 4Q: 3 clusters Score -176944.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -176960.031250 Penalty: 3593.136719
	Iteration 5Q: 3 clusters Score -176960 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -176968.906250 Penalty: 3593.136719
	Iteration 6Q: 3 clusters Score -176968.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -176972.765625 Penalty: 3593.136719
	Iteration 7Q: 3 clusters Score -176972.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -176981.546875 Penalty: 3593.136719
	Iteration 8Q: 3 clusters Score -176981.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -176981.546875 Penalty: 3593.136719
	Iteration 9F: 3 clusters Score -176981.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 51422 members 
Mstep: Class 3 contains 5250 members 
Mstep: Class 4 contains 27292 members 
Mstep: Class 5 contains 9231 members 
Mstep: Class 6 contains 4493 members 
Mstep: Class 7 contains 26736 members 
Mstep: Class 8 contains 475 members 
Mstep: Class 9 contains 5991 members 
Mstep: Class 10 contains 2843 members 
Mstep: Class 11 contains 38151 members 
Mstep: Class 12 contains 23714 members 
Mstep: Class 13 contains 215680 members 
Mstep: Class 14 contains 41267 members 
Mstep: Class 15 contains 1051 members 
Mstep: Class 16 contains 28237 members 
Mstep: Class 17 contains 9832 members 
Mstep: Class 18 contains 14255 members 
Mstep: Class 19 contains 62494 members 
Mstep: Class 20 contains 11141 members 
Mstep: Class 21 contains 15963 members 
Mstep: Class 22 contains 2966 members 
Mstep: Class 23 contains 2562 members 
Mstep: Class 24 contains 18621 members 
Mstep: Class 25 contains 2046 members 
Mstep: Class 26 contains 19596 members 
Mstep: Class 27 contains 6158 members 
Mstep: Class 28 contains 4157 members 
Mstep: Class 29 contains 38347 members 
Mstep: Class 30 contains 4488 members 
Mstep: Class 31 contains 375 members 
Mstep: Class 32 contains 504 members 
Mstep: Class 33 contains 46933 members 
Mstep: Class 34 contains 1438 members 
Mstep: Class 35 contains 8137 members 
Mstep: Class 36 contains 2463 members 
Mstep: Class 37 contains 164832 members 
Mstep: Class 38 contains 8893 members 
Mstep: Class 39 contains 4265 members 
Mstep: Class 40 contains 5251 members 
Mstep: Class 41 contains 2865 members 
Mstep: Class 42 contains 3636 members 
Mstep: Class 43 contains 531 members 
Mstep: Class 44 contains 3473 members 
Mstep: Class 45 contains 1905 members 
Mstep: Class 46 contains 1062 members 
Mstep: Class 47 contains 4873 members 
Mstep: Class 48 contains 6186 members 
Mstep: Class 49 contains 4237 members 
Mstep: Class 50 contains 5947 members 
Mstep: Class 51 contains 177295 members 
Mstep: Class 52 contains 376 members 
Mstep: Class 53 contains 759 members 
Mstep: Class 54 contains 1349 members 
Mstep: Class 55 contains 4096 members 
Mstep: Class 56 contains 1752 members 
Mstep: Class 57 contains 164 members 
Mstep: Class 58 contains 6720 members 
Mstep: Class 59 contains 3983 members 
Mstep: Class 60 contains 17966 members 
Mstep: Class 61 contains 279 members 
Mstep: Class 62 contains 896 members 
Entering Unmasked Estep 
Score: -147513136.000000 Penalty: 215079.359375
Splitting cluster 32 changes total score from -147511968.000000 to -147513136.000000
So it's getting split into cluster 62.
Entering ConstructFrom: 
Trying to split cluster 33 (46933 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46933 members 
Entering Unmasked Estep 
Score: -5926619.500000 Penalty: 2667.606201
	Iteration 0F: 2 clusters Score -5926620 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23736 members 
Mstep: Class 2 contains 23197 members 
Entering Unmasked Estep 
Score: -5895126.000000 Penalty: 5335.212402
	Iteration 0F: 3 clusters Score -5895126 nChanged 21600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24968 members 
Mstep: Class 2 contains 21965 members 
Entering Unmasked Estep 
Score: -5907412.000000 Penalty: 5335.212402
	Iteration 1F: 3 clusters Score -5907412 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25690 members 
Mstep: Class 2 contains 21243 members 
Entering Unmasked Estep 
Score: -5908365.500000 Penalty: 5335.212402
	Iteration 2Q: 3 clusters Score -5908366 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26661 members 
Mstep: Class 2 contains 20272 members 
Entering Unmasked Estep 
Score: -5909588.500000 Penalty: 5335.212402
	Iteration 3F: 3 clusters Score -5909588 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27794 members 
Mstep: Class 2 contains 19139 members 
Entering Unmasked Estep 
Score: -5911017.000000 Penalty: 5335.212402
	Iteration 4F: 3 clusters Score -5911017 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29176 members 
Mstep: Class 2 contains 17757 members 
Entering Unmasked Estep 
Score: -5912764.500000 Penalty: 5335.212402
	Iteration 5F: 3 clusters Score -5912764 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30681 members 
Mstep: Class 2 contains 16252 members 
Entering Unmasked Estep 
Score: -5914767.500000 Penalty: 5335.212402
	Iteration 6F: 3 clusters Score -5914768 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32041 members 
Mstep: Class 2 contains 14892 members 
Entering Unmasked Estep 
Score: -5916781.500000 Penalty: 5335.212402
	Iteration 7F: 3 clusters Score -5916782 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33136 members 
Mstep: Class 2 contains 13797 members 
Entering Unmasked Estep 
Score: -5918384.000000 Penalty: 5335.212402
	Iteration 8F: 3 clusters Score -5918384 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33927 members 
Mstep: Class 2 contains 13006 members 
Entering Unmasked Estep 
Score: -5919529.000000 Penalty: 5335.212402
	Iteration 9Q: 3 clusters Score -5919529 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34431 members 
Mstep: Class 2 contains 12502 members 
Entering Unmasked Estep 
Score: -5920316.500000 Penalty: 5335.212402
	Iteration 10Q: 3 clusters Score -5920316 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34746 members 
Mstep: Class 2 contains 12187 members 
Entering Unmasked Estep 
Score: -5920821.000000 Penalty: 5335.212402
	Iteration 11Q: 3 clusters Score -5920821 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34933 members 
Mstep: Class 2 contains 12000 members 
Entering Unmasked Estep 
Score: -5921152.000000 Penalty: 5335.212402
	Iteration 12Q: 3 clusters Score -5921152 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35028 members 
Mstep: Class 2 contains 11905 members 
Entering Unmasked Estep 
Score: -5921392.000000 Penalty: 5335.212402
	Iteration 13Q: 3 clusters Score -5921392 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35077 members 
Mstep: Class 2 contains 11856 members 
Entering Unmasked Estep 
Score: -5921542.000000 Penalty: 5335.212402
	Iteration 14Q: 3 clusters Score -5921542 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35119 members 
Mstep: Class 2 contains 11814 members 
Entering Unmasked Estep 
Score: -5921638.500000 Penalty: 5335.212402
	Iteration 15Q: 3 clusters Score -5921638 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35135 members 
Mstep: Class 2 contains 11798 members 
Entering Unmasked Estep 
Score: -5921712.000000 Penalty: 5335.212402
	Iteration 16Q: 3 clusters Score -5921712 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35107 members 
Mstep: Class 2 contains 11826 members 
Entering Unmasked Estep 
Score: -5921796.000000 Penalty: 5335.212402
	Iteration 17Q: 3 clusters Score -5921796 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35068 members 
Mstep: Class 2 contains 11865 members 
Entering Unmasked Estep 
Score: -5921852.000000 Penalty: 5335.212402
	Iteration 18Q: 3 clusters Score -5921852 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35021 members 
Mstep: Class 2 contains 11912 members 
Entering Unmasked Estep 
Score: -5921886.500000 Penalty: 5335.212402
	Iteration 19Q: 3 clusters Score -5921886 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34968 members 
Mstep: Class 2 contains 11965 members 
Entering Unmasked Estep 
Score: -5921945.000000 Penalty: 5335.212402
	Iteration 20F: 3 clusters Score -5921945 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34923 members 
Mstep: Class 2 contains 12010 members 
Entering Unmasked Estep 
Score: -5921988.500000 Penalty: 5335.212402
	Iteration 21Q: 3 clusters Score -5921988 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34875 members 
Mstep: Class 2 contains 12058 members 
Entering Unmasked Estep 
Score: -5922045.000000 Penalty: 5335.212402
	Iteration 22Q: 3 clusters Score -5922045 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34818 members 
Mstep: Class 2 contains 12115 members 
Entering Unmasked Estep 
Score: -5922073.500000 Penalty: 5335.212402
	Iteration 23Q: 3 clusters Score -5922074 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34725 members 
Mstep: Class 2 contains 12208 members 
Entering Unmasked Estep 
Score: -5922107.500000 Penalty: 5335.212402
	Iteration 24Q: 3 clusters Score -5922108 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34620 members 
Mstep: Class 2 contains 12313 members 
Entering Unmasked Estep 
Score: -5922179.000000 Penalty: 5335.212402
	Iteration 25Q: 3 clusters Score -5922179 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34505 members 
Mstep: Class 2 contains 12428 members 
Entering Unmasked Estep 
Score: -5922182.000000 Penalty: 5335.212402
	Iteration 26Q: 3 clusters Score -5922182 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34408 members 
Mstep: Class 2 contains 12525 members 
Entering Unmasked Estep 
Score: -5922226.500000 Penalty: 5335.212402
	Iteration 27Q: 3 clusters Score -5922226 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34321 members 
Mstep: Class 2 contains 12612 members 
Entering Unmasked Estep 
Score: -5922270.500000 Penalty: 5335.212402
	Iteration 28Q: 3 clusters Score -5922270 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34252 members 
Mstep: Class 2 contains 12681 members 
Entering Unmasked Estep 
Score: -5922348.500000 Penalty: 5335.212402
	Iteration 29Q: 3 clusters Score -5922348 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34229 members 
Mstep: Class 2 contains 12704 members 
Entering Unmasked Estep 
Score: -5922416.000000 Penalty: 5335.212402
	Iteration 30Q: 3 clusters Score -5922416 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34172 members 
Mstep: Class 2 contains 12761 members 
Entering Unmasked Estep 
Score: -5922469.000000 Penalty: 5335.212402
	Iteration 31Q: 3 clusters Score -5922469 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34120 members 
Mstep: Class 2 contains 12813 members 
Entering Unmasked Estep 
Score: -5922524.000000 Penalty: 5335.212402
	Iteration 32Q: 3 clusters Score -5922524 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34043 members 
Mstep: Class 2 contains 12890 members 
Entering Unmasked Estep 
Score: -5922580.000000 Penalty: 5335.212402
	Iteration 33Q: 3 clusters Score -5922580 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33971 members 
Mstep: Class 2 contains 12962 members 
Entering Unmasked Estep 
Score: -5922651.500000 Penalty: 5335.212402
	Iteration 34Q: 3 clusters Score -5922652 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33880 members 
Mstep: Class 2 contains 13053 members 
Entering Unmasked Estep 
Score: -5922703.500000 Penalty: 5335.212402
	Iteration 35Q: 3 clusters Score -5922704 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33804 members 
Mstep: Class 2 contains 13129 members 
Entering Unmasked Estep 
Score: -5922721.500000 Penalty: 5335.212402
	Iteration 36Q: 3 clusters Score -5922722 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33741 members 
Mstep: Class 2 contains 13192 members 
Entering Unmasked Estep 
Score: -5922764.500000 Penalty: 5335.212402
	Iteration 37Q: 3 clusters Score -5922764 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33685 members 
Mstep: Class 2 contains 13248 members 
Entering Unmasked Estep 
Score: -5922811.500000 Penalty: 5335.212402
	Iteration 38Q: 3 clusters Score -5922812 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33624 members 
Mstep: Class 2 contains 13309 members 
Entering Unmasked Estep 
Score: -5922839.000000 Penalty: 5335.212402
	Iteration 39Q: 3 clusters Score -5922839 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33567 members 
Mstep: Class 2 contains 13366 members 
Entering Unmasked Estep 
Score: -5922874.000000 Penalty: 5335.212402
	Iteration 40F: 3 clusters Score -5922874 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33517 members 
Mstep: Class 2 contains 13416 members 
Entering Unmasked Estep 
Score: -5922915.000000 Penalty: 5335.212402
	Iteration 41Q: 3 clusters Score -5922915 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33471 members 
Mstep: Class 2 contains 13462 members 
Entering Unmasked Estep 
Score: -5922934.000000 Penalty: 5335.212402
	Iteration 42Q: 3 clusters Score -5922934 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33414 members 
Mstep: Class 2 contains 13519 members 
Entering Unmasked Estep 
Score: -5922950.500000 Penalty: 5335.212402
	Iteration 43Q: 3 clusters Score -5922950 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33361 members 
Mstep: Class 2 contains 13572 members 
Entering Unmasked Estep 
Score: -5922972.500000 Penalty: 5335.212402
	Iteration 44Q: 3 clusters Score -5922972 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33319 members 
Mstep: Class 2 contains 13614 members 
Entering Unmasked Estep 
Score: -5923004.500000 Penalty: 5335.212402
	Iteration 45Q: 3 clusters Score -5923004 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33288 members 
Mstep: Class 2 contains 13645 members 
Entering Unmasked Estep 
Score: -5923017.000000 Penalty: 5335.212402
	Iteration 46Q: 3 clusters Score -5923017 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33256 members 
Mstep: Class 2 contains 13677 members 
Entering Unmasked Estep 
Score: -5923018.500000 Penalty: 5335.212402
	Iteration 47Q: 3 clusters Score -5923018 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33228 members 
Mstep: Class 2 contains 13705 members 
Entering Unmasked Estep 
Score: -5923015.500000 Penalty: 5335.212402
	Iteration 48Q: 3 clusters Score -5923016 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33206 members 
Mstep: Class 2 contains 13727 members 
Entering Unmasked Estep 
Score: -5923018.000000 Penalty: 5335.212402
	Iteration 49Q: 3 clusters Score -5923018 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33176 members 
Mstep: Class 2 contains 13757 members 
Entering Unmasked Estep 
Score: -5923029.000000 Penalty: 5335.212402
	Iteration 50Q: 3 clusters Score -5923029 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33155 members 
Mstep: Class 2 contains 13778 members 
Entering Unmasked Estep 
Score: -5923028.500000 Penalty: 5335.212402
	Iteration 51Q: 3 clusters Score -5923028 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33134 members 
Mstep: Class 2 contains 13799 members 
Entering Unmasked Estep 
Score: -5923013.000000 Penalty: 5335.212402
	Iteration 52Q: 3 clusters Score -5923013 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33115 members 
Mstep: Class 2 contains 13818 members 
Entering Unmasked Estep 
Score: -5923019.000000 Penalty: 5335.212402
	Iteration 53Q: 3 clusters Score -5923019 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33100 members 
Mstep: Class 2 contains 13833 members 
Entering Unmasked Estep 
Score: -5923020.500000 Penalty: 5335.212402
	Iteration 54Q: 3 clusters Score -5923020 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33082 members 
Mstep: Class 2 contains 13851 members 
Entering Unmasked Estep 
Score: -5923016.000000 Penalty: 5335.212402
	Iteration 55Q: 3 clusters Score -5923016 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33067 members 
Mstep: Class 2 contains 13866 members 
Entering Unmasked Estep 
Score: -5923017.000000 Penalty: 5335.212402
	Iteration 56Q: 3 clusters Score -5923017 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33058 members 
Mstep: Class 2 contains 13875 members 
Entering Unmasked Estep 
Score: -5923012.500000 Penalty: 5335.212402
	Iteration 57Q: 3 clusters Score -5923012 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33055 members 
Mstep: Class 2 contains 13878 members 
Entering Unmasked Estep 
Score: -5923012.000000 Penalty: 5335.212402
	Iteration 58Q: 3 clusters Score -5923012 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33053 members 
Mstep: Class 2 contains 13880 members 
Entering Unmasked Estep 
Score: -5923013.500000 Penalty: 5335.212402
	Iteration 59Q: 3 clusters Score -5923014 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33049 members 
Mstep: Class 2 contains 13884 members 
Entering Unmasked Estep 
Score: -5923017.500000 Penalty: 5335.212402
	Iteration 60F: 3 clusters Score -5923018 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33046 members 
Mstep: Class 2 contains 13887 members 
Entering Unmasked Estep 
Score: -5923012.500000 Penalty: 5335.212402
	Iteration 61Q: 3 clusters Score -5923012 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33043 members 
Mstep: Class 2 contains 13890 members 
Entering Unmasked Estep 
Score: -5923014.000000 Penalty: 5335.212402
	Iteration 62Q: 3 clusters Score -5923014 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33040 members 
Mstep: Class 2 contains 13893 members 
Entering Unmasked Estep 
Score: -5923010.500000 Penalty: 5335.212402
	Iteration 63Q: 3 clusters Score -5923010 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33035 members 
Mstep: Class 2 contains 13898 members 
Entering Unmasked Estep 
Score: -5923003.500000 Penalty: 5335.212402
	Iteration 64Q: 3 clusters Score -5923004 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33027 members 
Mstep: Class 2 contains 13906 members 
Entering Unmasked Estep 
Score: -5923011.500000 Penalty: 5335.212402
	Iteration 65Q: 3 clusters Score -5923012 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33020 members 
Mstep: Class 2 contains 13913 members 
Entering Unmasked Estep 
Score: -5922998.000000 Penalty: 5335.212402
	Iteration 66Q: 3 clusters Score -5922998 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33011 members 
Mstep: Class 2 contains 13922 members 
Entering Unmasked Estep 
Score: -5923000.500000 Penalty: 5335.212402
	Iteration 67Q: 3 clusters Score -5923000 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33003 members 
Mstep: Class 2 contains 13930 members 
Entering Unmasked Estep 
Score: -5923007.000000 Penalty: 5335.212402
	Iteration 68Q: 3 clusters Score -5923007 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32991 members 
Mstep: Class 2 contains 13942 members 
Entering Unmasked Estep 
Score: -5923009.000000 Penalty: 5335.212402
	Iteration 69Q: 3 clusters Score -5923009 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32981 members 
Mstep: Class 2 contains 13952 members 
Entering Unmasked Estep 
Score: -5923010.500000 Penalty: 5335.212402
	Iteration 70Q: 3 clusters Score -5923010 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32973 members 
Mstep: Class 2 contains 13960 members 
Entering Unmasked Estep 
Score: -5923000.000000 Penalty: 5335.212402
	Iteration 71Q: 3 clusters Score -5923000 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32964 members 
Mstep: Class 2 contains 13969 members 
Entering Unmasked Estep 
Score: -5923013.500000 Penalty: 5335.212402
	Iteration 72Q: 3 clusters Score -5923014 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32956 members 
Mstep: Class 2 contains 13977 members 
Entering Unmasked Estep 
Score: -5923019.000000 Penalty: 5335.212402
	Iteration 73Q: 3 clusters Score -5923019 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32949 members 
Mstep: Class 2 contains 13984 members 
Entering Unmasked Estep 
Score: -5923016.500000 Penalty: 5335.212402
	Iteration 74Q: 3 clusters Score -5923016 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32945 members 
Mstep: Class 2 contains 13988 members 
Entering Unmasked Estep 
Score: -5923020.500000 Penalty: 5335.212402
	Iteration 75Q: 3 clusters Score -5923020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32945 members 
Mstep: Class 2 contains 13988 members 
Entering Unmasked Estep 
Score: -5923018.500000 Penalty: 5335.212402
	Iteration 76Q: 3 clusters Score -5923018 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32946 members 
Mstep: Class 2 contains 13987 members 
Entering Unmasked Estep 
Score: -5923021.500000 Penalty: 5335.212402
	Iteration 77Q: 3 clusters Score -5923022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32945 members 
Mstep: Class 2 contains 13988 members 
Entering Unmasked Estep 
Score: -5923023.500000 Penalty: 5335.212402
	Iteration 78Q: 3 clusters Score -5923024 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32944 members 
Mstep: Class 2 contains 13989 members 
Entering Unmasked Estep 
Score: -5923024.000000 Penalty: 5335.212402
	Iteration 79Q: 3 clusters Score -5923024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32943 members 
Mstep: Class 2 contains 13990 members 
Entering Unmasked Estep 
Score: -5923023.000000 Penalty: 5335.212402
	Iteration 80F: 3 clusters Score -5923023 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Entering Unmasked Estep 
Score: -198172.437500 Penalty: 1803.210083
	Iteration 0F: 2 clusters Score -198172.4 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 690 members 
Entering Unmasked Estep 
Score: -196163.156250 Penalty: 3606.420166
	Iteration 0F: 3 clusters Score -196163.2 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -198444.218750 Penalty: 3606.420166
	Iteration 1F: 3 clusters Score -198444.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -200184.406250 Penalty: 3606.420166
	Iteration 2F: 3 clusters Score -200184.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -201199.343750 Penalty: 3606.420166
	Iteration 3F: 3 clusters Score -201199.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -201524.781250 Penalty: 3606.420166
	Iteration 4Q: 3 clusters Score -201524.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -201642.781250 Penalty: 3606.420166
	Iteration 5Q: 3 clusters Score -201642.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -201651.843750 Penalty: 3606.420166
	Iteration 6Q: 3 clusters Score -201651.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -201656.359375 Penalty: 3606.420166
	Iteration 7Q: 3 clusters Score -201656.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -201659.375000 Penalty: 3606.420166
	Iteration 8Q: 3 clusters Score -201659.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -201663.031250 Penalty: 3606.420166
	Iteration 9Q: 3 clusters Score -201663 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -201669.765625 Penalty: 3606.420166
	Iteration 10Q: 3 clusters Score -201669.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -201679.671875 Penalty: 3606.420166
	Iteration 11Q: 3 clusters Score -201679.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -201682.984375 Penalty: 3606.420166
	Iteration 12Q: 3 clusters Score -201683 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -201681.562500 Penalty: 3606.420166
	Iteration 13Q: 3 clusters Score -201681.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -201683.687500 Penalty: 3606.420166
	Iteration 14F: 3 clusters Score -201683.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -201686.984375 Penalty: 3606.420166
	Iteration 15Q: 3 clusters Score -201687 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -201686.984375 Penalty: 3606.420166
	Iteration 16F: 3 clusters Score -201687 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 51422 members 
Mstep: Class 3 contains 5250 members 
Mstep: Class 4 contains 27292 members 
Mstep: Class 5 contains 9231 members 
Mstep: Class 6 contains 4493 members 
Mstep: Class 7 contains 26736 members 
Mstep: Class 8 contains 475 members 
Mstep: Class 9 contains 5991 members 
Mstep: Class 10 contains 2843 members 
Mstep: Class 11 contains 38151 members 
Mstep: Class 12 contains 23714 members 
Mstep: Class 13 contains 215680 members 
Mstep: Class 14 contains 41267 members 
Mstep: Class 15 contains 1051 members 
Mstep: Class 16 contains 28237 members 
Mstep: Class 17 contains 9832 members 
Mstep: Class 18 contains 14255 members 
Mstep: Class 19 contains 62494 members 
Mstep: Class 20 contains 11141 members 
Mstep: Class 21 contains 15963 members 
Mstep: Class 22 contains 2966 members 
Mstep: Class 23 contains 2562 members 
Mstep: Class 24 contains 18621 members 
Mstep: Class 25 contains 2046 members 
Mstep: Class 26 contains 19596 members 
Mstep: Class 27 contains 6158 members 
Mstep: Class 28 contains 4157 members 
Mstep: Class 29 contains 38347 members 
Mstep: Class 30 contains 4488 members 
Mstep: Class 31 contains 375 members 
Mstep: Class 32 contains 504 members 
Mstep: Class 33 contains 46933 members 
Mstep: Class 34 contains 641 members 
Mstep: Class 35 contains 8137 members 
Mstep: Class 36 contains 2463 members 
Mstep: Class 37 contains 164832 members 
Mstep: Class 38 contains 8893 members 
Mstep: Class 39 contains 4265 members 
Mstep: Class 40 contains 5251 members 
Mstep: Class 41 contains 2865 members 
Mstep: Class 42 contains 3636 members 
Mstep: Class 43 contains 531 members 
Mstep: Class 44 contains 3473 members 
Mstep: Class 45 contains 1905 members 
Mstep: Class 46 contains 1062 members 
Mstep: Class 47 contains 4873 members 
Mstep: Class 48 contains 6186 members 
Mstep: Class 49 contains 4237 members 
Mstep: Class 50 contains 5947 members 
Mstep: Class 51 contains 177295 members 
Mstep: Class 52 contains 376 members 
Mstep: Class 53 contains 759 members 
Mstep: Class 54 contains 1349 members 
Mstep: Class 55 contains 4096 members 
Mstep: Class 56 contains 1752 members 
Mstep: Class 57 contains 164 members 
Mstep: Class 58 contains 6720 members 
Mstep: Class 59 contains 3983 members 
Mstep: Class 60 contains 17966 members 
Mstep: Class 61 contains 279 members 
Mstep: Class 62 contains 896 members 
Mstep: Class 63 contains 797 members 
Entering Unmasked Estep 
Score: -147514928.000000 Penalty: 218548.375000
Splitting cluster 34 changes total score from -147511968.000000 to -147514928.000000
So it's getting split into cluster 63.
Entering ConstructFrom: 
Trying to split cluster 35 (8137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Entering Unmasked Estep 
Score: -1023603.187500 Penalty: 2233.035889
	Iteration 0F: 2 clusters Score -1023603 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -1017130.812500 Penalty: 4466.071777
	Iteration 0F: 3 clusters Score -1017131 nChanged 3325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -1018940.500000 Penalty: 4466.071777
	Iteration 1F: 3 clusters Score -1018940 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -1019196.437500 Penalty: 4466.071777
	Iteration 2F: 3 clusters Score -1019196 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -1019355.000000 Penalty: 4466.071777
	Iteration 3Q: 3 clusters Score -1019355 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -1019469.812500 Penalty: 4466.071777
	Iteration 4Q: 3 clusters Score -1019470 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -1019557.250000 Penalty: 4466.071777
	Iteration 5Q: 3 clusters Score -1019557 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -1019637.687500 Penalty: 4466.071777
	Iteration 6Q: 3 clusters Score -1019638 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -1019720.562500 Penalty: 4466.071777
	Iteration 7Q: 3 clusters Score -1019721 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -1019803.875000 Penalty: 4466.071777
	Iteration 8Q: 3 clusters Score -1019804 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -1019902.000000 Penalty: 4466.071777
	Iteration 9Q: 3 clusters Score -1019902 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -1020003.687500 Penalty: 4466.071777
	Iteration 10Q: 3 clusters Score -1020004 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -1020108.937500 Penalty: 4466.071777
	Iteration 11Q: 3 clusters Score -1020109 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -1020204.062500 Penalty: 4466.071777
	Iteration 12Q: 3 clusters Score -1020204 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -1020299.812500 Penalty: 4466.071777
	Iteration 13Q: 3 clusters Score -1020300 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -1020408.187500 Penalty: 4466.071777
	Iteration 14Q: 3 clusters Score -1020408 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -1020512.937500 Penalty: 4466.071777
	Iteration 15Q: 3 clusters Score -1020513 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -1020614.187500 Penalty: 4466.071777
	Iteration 16Q: 3 clusters Score -1020614 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -1020727.062500 Penalty: 4466.071777
	Iteration 17Q: 3 clusters Score -1020727 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -1020838.000000 Penalty: 4466.071777
	Iteration 18Q: 3 clusters Score -1020838 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -1020923.687500 Penalty: 4466.071777
	Iteration 19Q: 3 clusters Score -1020924 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -1021000.812500 Penalty: 4466.071777
	Iteration 20F: 3 clusters Score -1021001 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -1021061.375000 Penalty: 4466.071777
	Iteration 21Q: 3 clusters Score -1021061 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -1021119.125000 Penalty: 4466.071777
	Iteration 22Q: 3 clusters Score -1021119 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -1021181.562500 Penalty: 4466.071777
	Iteration 23Q: 3 clusters Score -1021182 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -1021236.375000 Penalty: 4466.071777
	Iteration 24Q: 3 clusters Score -1021236 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -1021290.437500 Penalty: 4466.071777
	Iteration 25Q: 3 clusters Score -1021290 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -1021333.312500 Penalty: 4466.071777
	Iteration 26Q: 3 clusters Score -1021333 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -1021374.625000 Penalty: 4466.071777
	Iteration 27Q: 3 clusters Score -1021375 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -1021424.000000 Penalty: 4466.071777
	Iteration 28Q: 3 clusters Score -1021424 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -1021479.375000 Penalty: 4466.071777
	Iteration 29Q: 3 clusters Score -1021479 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -1021517.000000 Penalty: 4466.071777
	Iteration 30Q: 3 clusters Score -1021517 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -1021556.625000 Penalty: 4466.071777
	Iteration 31Q: 3 clusters Score -1021557 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -1021581.062500 Penalty: 4466.071777
	Iteration 32Q: 3 clusters Score -1021581 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -1021606.125000 Penalty: 4466.071777
	Iteration 33Q: 3 clusters Score -1021606 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -1021624.750000 Penalty: 4466.071777
	Iteration 34Q: 3 clusters Score -1021625 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -1021649.500000 Penalty: 4466.071777
	Iteration 35Q: 3 clusters Score -1021650 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -1021667.437500 Penalty: 4466.071777
	Iteration 36Q: 3 clusters Score -1021667 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -1021687.187500 Penalty: 4466.071777
	Iteration 37Q: 3 clusters Score -1021687 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -1021704.500000 Penalty: 4466.071777
	Iteration 38Q: 3 clusters Score -1021704 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -1021723.812500 Penalty: 4466.071777
	Iteration 39Q: 3 clusters Score -1021724 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -1021743.250000 Penalty: 4466.071777
	Iteration 40F: 3 clusters Score -1021743 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -1021763.000000 Penalty: 4466.071777
	Iteration 41Q: 3 clusters Score -1021763 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -1021783.125000 Penalty: 4466.071777
	Iteration 42Q: 3 clusters Score -1021783 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -1021800.937500 Penalty: 4466.071777
	Iteration 43Q: 3 clusters Score -1021801 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -1021820.375000 Penalty: 4466.071777
	Iteration 44Q: 3 clusters Score -1021820 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -1021833.437500 Penalty: 4466.071777
	Iteration 45Q: 3 clusters Score -1021833 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -1021849.125000 Penalty: 4466.071777
	Iteration 46Q: 3 clusters Score -1021849 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -1021866.937500 Penalty: 4466.071777
	Iteration 47Q: 3 clusters Score -1021867 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -1021887.562500 Penalty: 4466.071777
	Iteration 48Q: 3 clusters Score -1021888 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -1021908.562500 Penalty: 4466.071777
	Iteration 49Q: 3 clusters Score -1021909 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -1021929.000000 Penalty: 4466.071777
	Iteration 50Q: 3 clusters Score -1021929 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -1021946.250000 Penalty: 4466.071777
	Iteration 51Q: 3 clusters Score -1021946 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -1021949.062500 Penalty: 4466.071777
	Iteration 52Q: 3 clusters Score -1021949 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -1021954.875000 Penalty: 4466.071777
	Iteration 53Q: 3 clusters Score -1021955 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -1021958.125000 Penalty: 4466.071777
	Iteration 54Q: 3 clusters Score -1021958 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -1021961.437500 Penalty: 4466.071777
	Iteration 55Q: 3 clusters Score -1021961 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -1021962.375000 Penalty: 4466.071777
	Iteration 56Q: 3 clusters Score -1021962 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -1021962.375000 Penalty: 4466.071777
	Iteration 57F: 3 clusters Score -1021962 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (2463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Entering Unmasked Estep 
Score: -307129.125000 Penalty: 1936.665527
	Iteration 0F: 2 clusters Score -307129.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -304211.437500 Penalty: 3873.331055
	Iteration 0F: 3 clusters Score -304211.4 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -304800.312500 Penalty: 3873.331055
	Iteration 1F: 3 clusters Score -304800.3 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -305038.625000 Penalty: 3873.331055
	Iteration 2F: 3 clusters Score -305038.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -305235.250000 Penalty: 3873.331055
	Iteration 3F: 3 clusters Score -305235.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -305496.218750 Penalty: 3873.331055
	Iteration 4F: 3 clusters Score -305496.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -305759.531250 Penalty: 3873.331055
	Iteration 5F: 3 clusters Score -305759.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -306041.656250 Penalty: 3873.331055
	Iteration 6F: 3 clusters Score -306041.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -306274.125000 Penalty: 3873.331055
	Iteration 7F: 3 clusters Score -306274.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -306406.937500 Penalty: 3873.331055
	Iteration 8Q: 3 clusters Score -306406.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -306495.593750 Penalty: 3873.331055
	Iteration 9Q: 3 clusters Score -306495.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -306544.718750 Penalty: 3873.331055
	Iteration 10Q: 3 clusters Score -306544.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -306579.218750 Penalty: 3873.331055
	Iteration 11Q: 3 clusters Score -306579.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -306592.656250 Penalty: 3873.331055
	Iteration 12Q: 3 clusters Score -306592.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -306601.093750 Penalty: 3873.331055
	Iteration 13Q: 3 clusters Score -306601.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -306607.437500 Penalty: 3873.331055
	Iteration 14Q: 3 clusters Score -306607.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -306614.312500 Penalty: 3873.331055
	Iteration 15Q: 3 clusters Score -306614.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -306617.343750 Penalty: 3873.331055
	Iteration 16Q: 3 clusters Score -306617.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -306620.937500 Penalty: 3873.331055
	Iteration 17Q: 3 clusters Score -306620.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -306624.656250 Penalty: 3873.331055
	Iteration 18Q: 3 clusters Score -306624.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -306624.031250 Penalty: 3873.331055
	Iteration 19Q: 3 clusters Score -306624 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -306624.031250 Penalty: 3873.331055
	Iteration 20F: 3 clusters Score -306624 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (164832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164832 members 
Entering Unmasked Estep 
Score: -21111246.000000 Penalty: 2979.145020
	Iteration 0F: 2 clusters Score -2.111125e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82138 members 
Mstep: Class 2 contains 82694 members 
Entering Unmasked Estep 
Score: -21000428.000000 Penalty: 5958.290039
	Iteration 0F: 3 clusters Score -2.100043e+07 nChanged 78967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79973 members 
Mstep: Class 2 contains 84859 members 
Entering Unmasked Estep 
Score: -21046778.000000 Penalty: 5958.290039
	Iteration 1F: 3 clusters Score -2.104678e+07 nChanged 4969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78460 members 
Mstep: Class 2 contains 86372 members 
Entering Unmasked Estep 
Score: -21048006.000000 Penalty: 5958.290039
	Iteration 2Q: 3 clusters Score -2.104801e+07 nChanged 5476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76116 members 
Mstep: Class 2 contains 88716 members 
Entering Unmasked Estep 
Score: -21049984.000000 Penalty: 5958.290039
	Iteration 3Q: 3 clusters Score -2.104998e+07 nChanged 6189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72489 members 
Mstep: Class 2 contains 92343 members 
Entering Unmasked Estep 
Score: -21052542.000000 Penalty: 5958.290039
	Iteration 4Q: 3 clusters Score -2.105254e+07 nChanged 7287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67234 members 
Mstep: Class 2 contains 97598 members 
Entering Unmasked Estep 
Score: -21056412.000000 Penalty: 5958.290039
	Iteration 5Q: 3 clusters Score -2.105641e+07 nChanged 8537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60027 members 
Mstep: Class 2 contains 104805 members 
Entering Unmasked Estep 
Score: -21061652.000000 Penalty: 5958.290039
	Iteration 6F: 3 clusters Score -2.106165e+07 nChanged 9892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50779 members 
Mstep: Class 2 contains 114053 members 
Entering Unmasked Estep 
Score: -21068732.000000 Penalty: 5958.290039
	Iteration 7F: 3 clusters Score -2.106873e+07 nChanged 11068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39993 members 
Mstep: Class 2 contains 124839 members 
Entering Unmasked Estep 
Score: -21077654.000000 Penalty: 5958.290039
	Iteration 8F: 3 clusters Score -2.107765e+07 nChanged 11264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28849 members 
Mstep: Class 2 contains 135983 members 
Entering Unmasked Estep 
Score: -21087010.000000 Penalty: 5958.290039
	Iteration 9F: 3 clusters Score -2.108701e+07 nChanged 9796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19091 members 
Mstep: Class 2 contains 145741 members 
Entering Unmasked Estep 
Score: -21095136.000000 Penalty: 5958.290039
	Iteration 10F: 3 clusters Score -2.109514e+07 nChanged 7382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11733 members 
Mstep: Class 2 contains 153099 members 
Entering Unmasked Estep 
Score: -21101162.000000 Penalty: 5958.290039
	Iteration 11Q: 3 clusters Score -2.110116e+07 nChanged 4631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 157724 members 
Entering Unmasked Estep 
Score: -21104478.000000 Penalty: 5958.290039
	Iteration 12Q: 3 clusters Score -2.110448e+07 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 160434 members 
Entering Unmasked Estep 
Score: -21106254.000000 Penalty: 5958.290039
	Iteration 13Q: 3 clusters Score -2.110625e+07 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 161921 members 
Entering Unmasked Estep 
Score: -21107232.000000 Penalty: 5958.290039
	Iteration 14Q: 3 clusters Score -2.110723e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 162762 members 
Entering Unmasked Estep 
Score: -21107794.000000 Penalty: 5958.290039
	Iteration 15Q: 3 clusters Score -2.110779e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 163227 members 
Entering Unmasked Estep 
Score: -21108084.000000 Penalty: 5958.290039
	Iteration 16Q: 3 clusters Score -2.110808e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 163515 members 
Entering Unmasked Estep 
Score: -21108306.000000 Penalty: 5958.290039
	Iteration 17Q: 3 clusters Score -2.110831e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 163672 members 
Entering Unmasked Estep 
Score: -21108422.000000 Penalty: 5958.290039
	Iteration 18Q: 3 clusters Score -2.110842e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 163796 members 
Entering Unmasked Estep 
Score: -21108506.000000 Penalty: 5958.290039
	Iteration 19Q: 3 clusters Score -2.110851e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 163864 members 
Entering Unmasked Estep 
Score: -21108548.000000 Penalty: 5958.290039
	Iteration 20F: 3 clusters Score -2.110855e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 163909 members 
Entering Unmasked Estep 
Score: -21108586.000000 Penalty: 5958.290039
	Iteration 21Q: 3 clusters Score -2.110859e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 163948 members 
Entering Unmasked Estep 
Score: -21108616.000000 Penalty: 5958.290039
	Iteration 22Q: 3 clusters Score -2.110862e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 163985 members 
Entering Unmasked Estep 
Score: -21108646.000000 Penalty: 5958.290039
	Iteration 23Q: 3 clusters Score -2.110865e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 164017 members 
Entering Unmasked Estep 
Score: -21108688.000000 Penalty: 5958.290039
	Iteration 24Q: 3 clusters Score -2.110869e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 164027 members 
Entering Unmasked Estep 
Score: -21108720.000000 Penalty: 5958.290039
	Iteration 25Q: 3 clusters Score -2.110872e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 164045 members 
Entering Unmasked Estep 
Score: -21108716.000000 Penalty: 5958.290039
	Iteration 26Q: 3 clusters Score -2.110872e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 164063 members 
Entering Unmasked Estep 
Score: -21108742.000000 Penalty: 5958.290039
	Iteration 27Q: 3 clusters Score -2.110874e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 164076 members 
Entering Unmasked Estep 
Score: -21108740.000000 Penalty: 5958.290039
	Iteration 28Q: 3 clusters Score -2.110874e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 164087 members 
Entering Unmasked Estep 
Score: -21108752.000000 Penalty: 5958.290039
	Iteration 29Q: 3 clusters Score -2.110875e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 164098 members 
Entering Unmasked Estep 
Score: -21108746.000000 Penalty: 5958.290039
	Iteration 30Q: 3 clusters Score -2.110875e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 164102 members 
Entering Unmasked Estep 
Score: -21108756.000000 Penalty: 5958.290039
	Iteration 31Q: 3 clusters Score -2.110876e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 164107 members 
Entering Unmasked Estep 
Score: -21108756.000000 Penalty: 5958.290039
	Iteration 32Q: 3 clusters Score -2.110876e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 164112 members 
Entering Unmasked Estep 
Score: -21108758.000000 Penalty: 5958.290039
	Iteration 33Q: 3 clusters Score -2.110876e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 164113 members 
Entering Unmasked Estep 
Score: -21108758.000000 Penalty: 5958.290039
	Iteration 34Q: 3 clusters Score -2.110876e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 164123 members 
Entering Unmasked Estep 
Score: -21108774.000000 Penalty: 5958.290039
	Iteration 35Q: 3 clusters Score -2.110877e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 164128 members 
Entering Unmasked Estep 
Score: -21108772.000000 Penalty: 5958.290039
	Iteration 36Q: 3 clusters Score -2.110877e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 164130 members 
Entering Unmasked Estep 
Score: -21108772.000000 Penalty: 5958.290039
	Iteration 37Q: 3 clusters Score -2.110877e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 164133 members 
Entering Unmasked Estep 
Score: -21108774.000000 Penalty: 5958.290039
	Iteration 38Q: 3 clusters Score -2.110877e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 164136 members 
Entering Unmasked Estep 
Score: -21108782.000000 Penalty: 5958.290039
	Iteration 39Q: 3 clusters Score -2.110878e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 164136 members 
Entering Unmasked Estep 
Score: -21108768.000000 Penalty: 5958.290039
	Iteration 40F: 3 clusters Score -2.110877e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 164138 members 
Entering Unmasked Estep 
Score: -21108774.000000 Penalty: 5958.290039
	Iteration 41Q: 3 clusters Score -2.110877e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 164140 members 
Entering Unmasked Estep 
Score: -21108768.000000 Penalty: 5958.290039
	Iteration 42Q: 3 clusters Score -2.110877e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 164140 members 
Entering Unmasked Estep 
Score: -21108772.000000 Penalty: 5958.290039
	Iteration 43Q: 3 clusters Score -2.110877e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 164142 members 
Entering Unmasked Estep 
Score: -21108782.000000 Penalty: 5958.290039
	Iteration 44Q: 3 clusters Score -2.110878e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 164142 members 
Entering Unmasked Estep 
Score: -21108782.000000 Penalty: 5958.290039
	Iteration 45F: 3 clusters Score -2.110878e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (8893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Entering Unmasked Estep 
Score: -1127409.750000 Penalty: 2255.068848
	Iteration 0F: 2 clusters Score -1127410 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -1120438.250000 Penalty: 4510.137695
	Iteration 0F: 3 clusters Score -1120438 nChanged 3697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -1122448.625000 Penalty: 4510.137695
	Iteration 1F: 3 clusters Score -1122449 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -1122701.375000 Penalty: 4510.137695
	Iteration 2F: 3 clusters Score -1122701 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -1122863.125000 Penalty: 4510.137695
	Iteration 3Q: 3 clusters Score -1122863 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -1123004.000000 Penalty: 4510.137695
	Iteration 4Q: 3 clusters Score -1123004 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -1123135.125000 Penalty: 4510.137695
	Iteration 5Q: 3 clusters Score -1123135 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -1123262.000000 Penalty: 4510.137695
	Iteration 6Q: 3 clusters Score -1123262 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -1123404.500000 Penalty: 4510.137695
	Iteration 7Q: 3 clusters Score -1123404 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -1123550.125000 Penalty: 4510.137695
	Iteration 8Q: 3 clusters Score -1123550 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -1123722.000000 Penalty: 4510.137695
	Iteration 9Q: 3 clusters Score -1123722 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -1123945.250000 Penalty: 4510.137695
	Iteration 10Q: 3 clusters Score -1123945 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -1124218.125000 Penalty: 4510.137695
	Iteration 11Q: 3 clusters Score -1124218 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -1124628.000000 Penalty: 4510.137695
	Iteration 12Q: 3 clusters Score -1124628 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -1125114.250000 Penalty: 4510.137695
	Iteration 13Q: 3 clusters Score -1125114 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -1125704.875000 Penalty: 4510.137695
	Iteration 14Q: 3 clusters Score -1125705 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -1126190.125000 Penalty: 4510.137695
	Iteration 15Q: 3 clusters Score -1126190 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -1126374.750000 Penalty: 4510.137695
	Iteration 16Q: 3 clusters Score -1126375 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -1126439.250000 Penalty: 4510.137695
	Iteration 17Q: 3 clusters Score -1126439 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -1126466.125000 Penalty: 4510.137695
	Iteration 18Q: 3 clusters Score -1126466 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -1126480.500000 Penalty: 4510.137695
	Iteration 19Q: 3 clusters Score -1126480 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -1126488.000000 Penalty: 4510.137695
	Iteration 20F: 3 clusters Score -1126488 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -1126495.250000 Penalty: 4510.137695
	Iteration 21Q: 3 clusters Score -1126495 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -1126503.625000 Penalty: 4510.137695
	Iteration 22Q: 3 clusters Score -1126504 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -1126507.875000 Penalty: 4510.137695
	Iteration 23Q: 3 clusters Score -1126508 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -1126509.250000 Penalty: 4510.137695
	Iteration 24Q: 3 clusters Score -1126509 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -1126514.000000 Penalty: 4510.137695
	Iteration 25Q: 3 clusters Score -1126514 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -1126522.750000 Penalty: 4510.137695
	Iteration 26Q: 3 clusters Score -1126523 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -1126525.000000 Penalty: 4510.137695
	Iteration 27Q: 3 clusters Score -1126525 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -1126529.625000 Penalty: 4510.137695
	Iteration 28Q: 3 clusters Score -1126530 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -1126532.625000 Penalty: 4510.137695
	Iteration 29Q: 3 clusters Score -1126533 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -1126537.250000 Penalty: 4510.137695
	Iteration 30Q: 3 clusters Score -1126537 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -1126535.000000 Penalty: 4510.137695
	Iteration 31Q: 3 clusters Score -1126535 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -1126534.250000 Penalty: 4510.137695
	Iteration 32Q: 3 clusters Score -1126534 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -1126537.250000 Penalty: 4510.137695
	Iteration 33Q: 3 clusters Score -1126537 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -1126537.625000 Penalty: 4510.137695
	Iteration 34Q: 3 clusters Score -1126538 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -1126537.750000 Penalty: 4510.137695
	Iteration 35Q: 3 clusters Score -1126538 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -1126540.500000 Penalty: 4510.137695
	Iteration 36Q: 3 clusters Score -1126540 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -1126541.625000 Penalty: 4510.137695
	Iteration 37Q: 3 clusters Score -1126542 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -1126543.125000 Penalty: 4510.137695
	Iteration 38Q: 3 clusters Score -1126543 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -1126544.250000 Penalty: 4510.137695
	Iteration 39Q: 3 clusters Score -1126544 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -1126550.375000 Penalty: 4510.137695
	Iteration 40F: 3 clusters Score -1126550 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -1126552.750000 Penalty: 4510.137695
	Iteration 41Q: 3 clusters Score -1126553 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -1126560.250000 Penalty: 4510.137695
	Iteration 42Q: 3 clusters Score -1126560 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -1126565.500000 Penalty: 4510.137695
	Iteration 43Q: 3 clusters Score -1126566 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -1126569.750000 Penalty: 4510.137695
	Iteration 44Q: 3 clusters Score -1126570 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -1126574.625000 Penalty: 4510.137695
	Iteration 45Q: 3 clusters Score -1126575 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -1126575.000000 Penalty: 4510.137695
	Iteration 46Q: 3 clusters Score -1126575 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -1126581.875000 Penalty: 4510.137695
	Iteration 47Q: 3 clusters Score -1126582 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -1126581.500000 Penalty: 4510.137695
	Iteration 48Q: 3 clusters Score -1126582 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -1126586.000000 Penalty: 4510.137695
	Iteration 49Q: 3 clusters Score -1126586 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -1126588.500000 Penalty: 4510.137695
	Iteration 50Q: 3 clusters Score -1126588 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -1126594.250000 Penalty: 4510.137695
	Iteration 51Q: 3 clusters Score -1126594 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -1126597.250000 Penalty: 4510.137695
	Iteration 52Q: 3 clusters Score -1126597 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -1126605.500000 Penalty: 4510.137695
	Iteration 53Q: 3 clusters Score -1126606 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -1126619.000000 Penalty: 4510.137695
	Iteration 54Q: 3 clusters Score -1126619 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -1126628.375000 Penalty: 4510.137695
	Iteration 55Q: 3 clusters Score -1126628 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -1126636.125000 Penalty: 4510.137695
	Iteration 56Q: 3 clusters Score -1126636 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -1126652.375000 Penalty: 4510.137695
	Iteration 57Q: 3 clusters Score -1126652 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -1126675.375000 Penalty: 4510.137695
	Iteration 58Q: 3 clusters Score -1126675 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -1126702.000000 Penalty: 4510.137695
	Iteration 59Q: 3 clusters Score -1126702 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -1126732.500000 Penalty: 4510.137695
	Iteration 60F: 3 clusters Score -1126732 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -1126754.875000 Penalty: 4510.137695
	Iteration 61Q: 3 clusters Score -1126755 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -1126765.875000 Penalty: 4510.137695
	Iteration 62Q: 3 clusters Score -1126766 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -1126770.500000 Penalty: 4510.137695
	Iteration 63Q: 3 clusters Score -1126770 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -1126779.125000 Penalty: 4510.137695
	Iteration 64Q: 3 clusters Score -1126779 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -1126776.000000 Penalty: 4510.137695
	Iteration 65Q: 3 clusters Score -1126776 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -1126780.250000 Penalty: 4510.137695
	Iteration 66Q: 3 clusters Score -1126780 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -1126781.875000 Penalty: 4510.137695
	Iteration 67Q: 3 clusters Score -1126782 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -1126782.500000 Penalty: 4510.137695
	Iteration 68Q: 3 clusters Score -1126782 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -1126782.125000 Penalty: 4510.137695
	Iteration 69Q: 3 clusters Score -1126782 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -1126783.375000 Penalty: 4510.137695
	Iteration 70Q: 3 clusters Score -1126783 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -1126785.625000 Penalty: 4510.137695
	Iteration 71Q: 3 clusters Score -1126786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -1126784.750000 Penalty: 4510.137695
	Iteration 72Q: 3 clusters Score -1126785 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -1126785.125000 Penalty: 4510.137695
	Iteration 73Q: 3 clusters Score -1126785 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -1126785.625000 Penalty: 4510.137695
	Iteration 74Q: 3 clusters Score -1126786 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -1126786.000000 Penalty: 4510.137695
	Iteration 75Q: 3 clusters Score -1126786 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -1126786.000000 Penalty: 4510.137695
	Iteration 76F: 3 clusters Score -1126786 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (4265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Entering Unmasked Estep 
Score: -521724.375000 Penalty: 2072.833008
	Iteration 0F: 2 clusters Score -521724.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -517635.812500 Penalty: 4145.666016
	Iteration 0F: 3 clusters Score -517635.8 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -518621.562500 Penalty: 4145.666016
	Iteration 1F: 3 clusters Score -518621.6 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -518916.468750 Penalty: 4145.666016
	Iteration 2F: 3 clusters Score -518916.5 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -519138.218750 Penalty: 4145.666016
	Iteration 3F: 3 clusters Score -519138.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -519301.093750 Penalty: 4145.666016
	Iteration 4F: 3 clusters Score -519301.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -519421.812500 Penalty: 4145.666016
	Iteration 5Q: 3 clusters Score -519421.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -519544.062500 Penalty: 4145.666016
	Iteration 6Q: 3 clusters Score -519544.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -519648.937500 Penalty: 4145.666016
	Iteration 7Q: 3 clusters Score -519648.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -519741.250000 Penalty: 4145.666016
	Iteration 8Q: 3 clusters Score -519741.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -519803.156250 Penalty: 4145.666016
	Iteration 9Q: 3 clusters Score -519803.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -519854.843750 Penalty: 4145.666016
	Iteration 10Q: 3 clusters Score -519854.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -519901.906250 Penalty: 4145.666016
	Iteration 11Q: 3 clusters Score -519901.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -519948.375000 Penalty: 4145.666016
	Iteration 12Q: 3 clusters Score -519948.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -519990.750000 Penalty: 4145.666016
	Iteration 13Q: 3 clusters Score -519990.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -520028.125000 Penalty: 4145.666016
	Iteration 14Q: 3 clusters Score -520028.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -520072.906250 Penalty: 4145.666016
	Iteration 15Q: 3 clusters Score -520072.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -520141.062500 Penalty: 4145.666016
	Iteration 16Q: 3 clusters Score -520141.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -520240.187500 Penalty: 4145.666016
	Iteration 17Q: 3 clusters Score -520240.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -520405.156250 Penalty: 4145.666016
	Iteration 18Q: 3 clusters Score -520405.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -520653.187500 Penalty: 4145.666016
	Iteration 19Q: 3 clusters Score -520653.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -520964.406250 Penalty: 4145.666016
	Iteration 20F: 3 clusters Score -520964.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -521178.156250 Penalty: 4145.666016
	Iteration 21Q: 3 clusters Score -521178.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -521256.812500 Penalty: 4145.666016
	Iteration 22Q: 3 clusters Score -521256.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -521280.343750 Penalty: 4145.666016
	Iteration 23Q: 3 clusters Score -521280.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -521288.531250 Penalty: 4145.666016
	Iteration 24Q: 3 clusters Score -521288.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -521294.968750 Penalty: 4145.666016
	Iteration 25Q: 3 clusters Score -521295 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -521297.562500 Penalty: 4145.666016
	Iteration 26Q: 3 clusters Score -521297.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -521299.093750 Penalty: 4145.666016
	Iteration 27Q: 3 clusters Score -521299.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -521301.937500 Penalty: 4145.666016
	Iteration 28Q: 3 clusters Score -521301.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -521301.875000 Penalty: 4145.666016
	Iteration 29Q: 3 clusters Score -521301.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -521302.187500 Penalty: 4145.666016
	Iteration 30Q: 3 clusters Score -521302.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -521302.187500 Penalty: 4145.666016
	Iteration 31F: 3 clusters Score -521302.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (5251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Entering Unmasked Estep 
Score: -659995.750000 Penalty: 2124.411133
	Iteration 0F: 2 clusters Score -659995.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -655300.500000 Penalty: 4248.822266
	Iteration 0F: 3 clusters Score -655300.5 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -656464.625000 Penalty: 4248.822266
	Iteration 1F: 3 clusters Score -656464.6 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -656681.812500 Penalty: 4248.822266
	Iteration 2F: 3 clusters Score -656681.8 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -656845.437500 Penalty: 4248.822266
	Iteration 3F: 3 clusters Score -656845.4 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -656968.437500 Penalty: 4248.822266
	Iteration 4Q: 3 clusters Score -656968.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -657067.687500 Penalty: 4248.822266
	Iteration 5Q: 3 clusters Score -657067.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -657140.437500 Penalty: 4248.822266
	Iteration 6Q: 3 clusters Score -657140.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -657193.625000 Penalty: 4248.822266
	Iteration 7Q: 3 clusters Score -657193.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -657229.500000 Penalty: 4248.822266
	Iteration 8Q: 3 clusters Score -657229.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -657261.062500 Penalty: 4248.822266
	Iteration 9Q: 3 clusters Score -657261.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -657292.000000 Penalty: 4248.822266
	Iteration 10Q: 3 clusters Score -657292 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -657325.937500 Penalty: 4248.822266
	Iteration 11Q: 3 clusters Score -657325.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -657366.187500 Penalty: 4248.822266
	Iteration 12Q: 3 clusters Score -657366.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -657402.375000 Penalty: 4248.822266
	Iteration 13Q: 3 clusters Score -657402.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -657433.437500 Penalty: 4248.822266
	Iteration 14Q: 3 clusters Score -657433.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -657461.812500 Penalty: 4248.822266
	Iteration 15Q: 3 clusters Score -657461.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -657490.875000 Penalty: 4248.822266
	Iteration 16Q: 3 clusters Score -657490.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -657525.750000 Penalty: 4248.822266
	Iteration 17Q: 3 clusters Score -657525.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -657560.687500 Penalty: 4248.822266
	Iteration 18Q: 3 clusters Score -657560.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -657591.875000 Penalty: 4248.822266
	Iteration 19Q: 3 clusters Score -657591.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -657621.875000 Penalty: 4248.822266
	Iteration 20F: 3 clusters Score -657621.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -657645.812500 Penalty: 4248.822266
	Iteration 21Q: 3 clusters Score -657645.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -657667.687500 Penalty: 4248.822266
	Iteration 22Q: 3 clusters Score -657667.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -657688.812500 Penalty: 4248.822266
	Iteration 23Q: 3 clusters Score -657688.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -657713.125000 Penalty: 4248.822266
	Iteration 24Q: 3 clusters Score -657713.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -657734.187500 Penalty: 4248.822266
	Iteration 25Q: 3 clusters Score -657734.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -657757.000000 Penalty: 4248.822266
	Iteration 26Q: 3 clusters Score -657757 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -657782.875000 Penalty: 4248.822266
	Iteration 27Q: 3 clusters Score -657782.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -657822.937500 Penalty: 4248.822266
	Iteration 28Q: 3 clusters Score -657822.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -657863.312500 Penalty: 4248.822266
	Iteration 29Q: 3 clusters Score -657863.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -657902.375000 Penalty: 4248.822266
	Iteration 30Q: 3 clusters Score -657902.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -657944.500000 Penalty: 4248.822266
	Iteration 31Q: 3 clusters Score -657944.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -657983.500000 Penalty: 4248.822266
	Iteration 32Q: 3 clusters Score -657983.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -658032.312500 Penalty: 4248.822266
	Iteration 33Q: 3 clusters Score -658032.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -658072.687500 Penalty: 4248.822266
	Iteration 34Q: 3 clusters Score -658072.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -658115.062500 Penalty: 4248.822266
	Iteration 35Q: 3 clusters Score -658115.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -658164.750000 Penalty: 4248.822266
	Iteration 36Q: 3 clusters Score -658164.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -658209.500000 Penalty: 4248.822266
	Iteration 37Q: 3 clusters Score -658209.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -658243.812500 Penalty: 4248.822266
	Iteration 38Q: 3 clusters Score -658243.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -658272.687500 Penalty: 4248.822266
	Iteration 39Q: 3 clusters Score -658272.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -658293.875000 Penalty: 4248.822266
	Iteration 40F: 3 clusters Score -658293.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -658309.062500 Penalty: 4248.822266
	Iteration 41Q: 3 clusters Score -658309.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -658320.750000 Penalty: 4248.822266
	Iteration 42Q: 3 clusters Score -658320.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -658331.937500 Penalty: 4248.822266
	Iteration 43Q: 3 clusters Score -658331.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -658340.687500 Penalty: 4248.822266
	Iteration 44Q: 3 clusters Score -658340.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -658351.375000 Penalty: 4248.822266
	Iteration 45Q: 3 clusters Score -658351.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -658356.937500 Penalty: 4248.822266
	Iteration 46Q: 3 clusters Score -658356.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -658357.750000 Penalty: 4248.822266
	Iteration 47Q: 3 clusters Score -658357.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -658359.250000 Penalty: 4248.822266
	Iteration 48Q: 3 clusters Score -658359.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -658360.562500 Penalty: 4248.822266
	Iteration 49Q: 3 clusters Score -658360.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -658360.312500 Penalty: 4248.822266
	Iteration 50Q: 3 clusters Score -658360.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -658361.125000 Penalty: 4248.822266
	Iteration 51Q: 3 clusters Score -658361.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -658361.437500 Penalty: 4248.822266
	Iteration 52Q: 3 clusters Score -658361.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -658362.875000 Penalty: 4248.822266
	Iteration 53Q: 3 clusters Score -658362.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -658363.625000 Penalty: 4248.822266
	Iteration 54Q: 3 clusters Score -658363.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -658365.187500 Penalty: 4248.822266
	Iteration 55Q: 3 clusters Score -658365.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -658365.312500 Penalty: 4248.822266
	Iteration 56Q: 3 clusters Score -658365.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -658365.250000 Penalty: 4248.822266
	Iteration 57Q: 3 clusters Score -658365.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -658365.937500 Penalty: 4248.822266
	Iteration 58Q: 3 clusters Score -658365.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -658365.937500 Penalty: 4248.822266
	Iteration 59F: 3 clusters Score -658365.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (2865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Entering Unmasked Estep 
Score: -372291.031250 Penalty: 1974.160278
	Iteration 0F: 2 clusters Score -372291 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -369072.343750 Penalty: 3948.320557
	Iteration 0F: 3 clusters Score -369072.3 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -369707.750000 Penalty: 3948.320557
	Iteration 1F: 3 clusters Score -369707.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -369859.250000 Penalty: 3948.320557
	Iteration 2F: 3 clusters Score -369859.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -369940.000000 Penalty: 3948.320557
	Iteration 3Q: 3 clusters Score -369940 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -369980.312500 Penalty: 3948.320557
	Iteration 4Q: 3 clusters Score -369980.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -370012.125000 Penalty: 3948.320557
	Iteration 5Q: 3 clusters Score -370012.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -370026.093750 Penalty: 3948.320557
	Iteration 6Q: 3 clusters Score -370026.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -370035.312500 Penalty: 3948.320557
	Iteration 7Q: 3 clusters Score -370035.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -370043.625000 Penalty: 3948.320557
	Iteration 8Q: 3 clusters Score -370043.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -370048.750000 Penalty: 3948.320557
	Iteration 9Q: 3 clusters Score -370048.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -370054.125000 Penalty: 3948.320557
	Iteration 10Q: 3 clusters Score -370054.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -370057.187500 Penalty: 3948.320557
	Iteration 11Q: 3 clusters Score -370057.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -370060.500000 Penalty: 3948.320557
	Iteration 12Q: 3 clusters Score -370060.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -370067.000000 Penalty: 3948.320557
	Iteration 13Q: 3 clusters Score -370067 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -370070.156250 Penalty: 3948.320557
	Iteration 14Q: 3 clusters Score -370070.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -370073.468750 Penalty: 3948.320557
	Iteration 15Q: 3 clusters Score -370073.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -370075.156250 Penalty: 3948.320557
	Iteration 16Q: 3 clusters Score -370075.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -370075.781250 Penalty: 3948.320557
	Iteration 17Q: 3 clusters Score -370075.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -370076.906250 Penalty: 3948.320557
	Iteration 18Q: 3 clusters Score -370076.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -370078.250000 Penalty: 3948.320557
	Iteration 19Q: 3 clusters Score -370078.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -370079.531250 Penalty: 3948.320557
	Iteration 20F: 3 clusters Score -370079.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -370080.187500 Penalty: 3948.320557
	Iteration 21Q: 3 clusters Score -370080.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -370080.625000 Penalty: 3948.320557
	Iteration 22Q: 3 clusters Score -370080.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -370082.031250 Penalty: 3948.320557
	Iteration 23Q: 3 clusters Score -370082 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -370082.031250 Penalty: 3948.320557
	Iteration 24F: 3 clusters Score -370082 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (3636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Entering Unmasked Estep 
Score: -452985.375000 Penalty: 2033.262695
	Iteration 0F: 2 clusters Score -452985.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -449302.125000 Penalty: 4066.525391
	Iteration 0F: 3 clusters Score -449302.1 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -450155.312500 Penalty: 4066.525391
	Iteration 1F: 3 clusters Score -450155.3 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -450359.937500 Penalty: 4066.525391
	Iteration 2F: 3 clusters Score -450359.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -450483.125000 Penalty: 4066.525391
	Iteration 3F: 3 clusters Score -450483.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -450552.562500 Penalty: 4066.525391
	Iteration 4Q: 3 clusters Score -450552.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -450601.468750 Penalty: 4066.525391
	Iteration 5Q: 3 clusters Score -450601.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -450648.812500 Penalty: 4066.525391
	Iteration 6Q: 3 clusters Score -450648.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -450705.343750 Penalty: 4066.525391
	Iteration 7Q: 3 clusters Score -450705.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -450749.218750 Penalty: 4066.525391
	Iteration 8Q: 3 clusters Score -450749.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -450796.250000 Penalty: 4066.525391
	Iteration 9Q: 3 clusters Score -450796.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -450847.531250 Penalty: 4066.525391
	Iteration 10Q: 3 clusters Score -450847.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -450903.875000 Penalty: 4066.525391
	Iteration 11Q: 3 clusters Score -450903.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -450954.750000 Penalty: 4066.525391
	Iteration 12Q: 3 clusters Score -450954.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -451000.312500 Penalty: 4066.525391
	Iteration 13Q: 3 clusters Score -451000.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -451029.500000 Penalty: 4066.525391
	Iteration 14Q: 3 clusters Score -451029.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -451049.468750 Penalty: 4066.525391
	Iteration 15Q: 3 clusters Score -451049.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -451061.250000 Penalty: 4066.525391
	Iteration 16Q: 3 clusters Score -451061.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -451068.718750 Penalty: 4066.525391
	Iteration 17Q: 3 clusters Score -451068.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -451074.781250 Penalty: 4066.525391
	Iteration 18Q: 3 clusters Score -451074.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -451077.843750 Penalty: 4066.525391
	Iteration 19Q: 3 clusters Score -451077.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -451083.375000 Penalty: 4066.525391
	Iteration 20F: 3 clusters Score -451083.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -451087.343750 Penalty: 4066.525391
	Iteration 21Q: 3 clusters Score -451087.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -451093.187500 Penalty: 4066.525391
	Iteration 22Q: 3 clusters Score -451093.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -451097.687500 Penalty: 4066.525391
	Iteration 23Q: 3 clusters Score -451097.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -451101.468750 Penalty: 4066.525391
	Iteration 24Q: 3 clusters Score -451101.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -451105.125000 Penalty: 4066.525391
	Iteration 25Q: 3 clusters Score -451105.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -451107.937500 Penalty: 4066.525391
	Iteration 26Q: 3 clusters Score -451107.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -451108.593750 Penalty: 4066.525391
	Iteration 27Q: 3 clusters Score -451108.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -451109.656250 Penalty: 4066.525391
	Iteration 28Q: 3 clusters Score -451109.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -451110.937500 Penalty: 4066.525391
	Iteration 29Q: 3 clusters Score -451110.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -451110.625000 Penalty: 4066.525391
	Iteration 30Q: 3 clusters Score -451110.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -451111.437500 Penalty: 4066.525391
	Iteration 31Q: 3 clusters Score -451111.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -451111.437500 Penalty: 4066.525391
	Iteration 32F: 3 clusters Score -451111.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Entering Unmasked Estep 
Score: -32757.634766 Penalty: 1556.140991
	Iteration 0F: 2 clusters Score -32757.63 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 231 members 
Entering Unmasked Estep 
Score: -31432.962891 Penalty: 3112.281982
	Iteration 0F: 3 clusters Score -31432.96 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -31930.433594 Penalty: 3112.281982
	Iteration 1F: 3 clusters Score -31930.43 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -32092.666016 Penalty: 3112.281982
	Iteration 2F: 3 clusters Score -32092.67 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -32224.070312 Penalty: 3112.281982
	Iteration 3F: 3 clusters Score -32224.07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -32366.609375 Penalty: 3112.281982
	Iteration 4F: 3 clusters Score -32366.61 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -32517.597656 Penalty: 3112.281982
	Iteration 5F: 3 clusters Score -32517.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -32596.242188 Penalty: 3112.281982
	Iteration 6F: 3 clusters Score -32596.24 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -32638.386719 Penalty: 3112.281982
	Iteration 7Q: 3 clusters Score -32638.39 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -32711.923828 Penalty: 3112.281982
	Iteration 8Q: 3 clusters Score -32711.92 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -32731.460938 Penalty: 3112.281982
	Iteration 9Q: 3 clusters Score -32731.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -32735.103516 Penalty: 3112.281982
	Iteration 10Q: 3 clusters Score -32735.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -32735.832031 Penalty: 3112.281982
	Iteration 11Q: 3 clusters Score -32735.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -32737.064453 Penalty: 3112.281982
	Iteration 12Q: 3 clusters Score -32737.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -32745.312500 Penalty: 3112.281982
	Iteration 13Q: 3 clusters Score -32745.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -32748.146484 Penalty: 3112.281982
	Iteration 14Q: 3 clusters Score -32748.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -32750.945312 Penalty: 3112.281982
	Iteration 15Q: 3 clusters Score -32750.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -32752.740234 Penalty: 3112.281982
	Iteration 16Q: 3 clusters Score -32752.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -32752.740234 Penalty: 3112.281982
	Iteration 17F: 3 clusters Score -32752.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (3473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Entering Unmasked Estep 
Score: -443885.187500 Penalty: 2021.887939
	Iteration 0F: 2 clusters Score -443885.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -440296.343750 Penalty: 4043.775879
	Iteration 0F: 3 clusters Score -440296.3 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -441063.937500 Penalty: 4043.775879
	Iteration 1F: 3 clusters Score -441063.9 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -441235.093750 Penalty: 4043.775879
	Iteration 2F: 3 clusters Score -441235.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -441328.312500 Penalty: 4043.775879
	Iteration 3Q: 3 clusters Score -441328.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -441393.031250 Penalty: 4043.775879
	Iteration 4Q: 3 clusters Score -441393 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -441440.593750 Penalty: 4043.775879
	Iteration 5Q: 3 clusters Score -441440.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -441475.031250 Penalty: 4043.775879
	Iteration 6Q: 3 clusters Score -441475 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -441507.218750 Penalty: 4043.775879
	Iteration 7Q: 3 clusters Score -441507.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -441536.750000 Penalty: 4043.775879
	Iteration 8Q: 3 clusters Score -441536.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -441563.437500 Penalty: 4043.775879
	Iteration 9Q: 3 clusters Score -441563.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -441580.125000 Penalty: 4043.775879
	Iteration 10Q: 3 clusters Score -441580.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -441592.218750 Penalty: 4043.775879
	Iteration 11Q: 3 clusters Score -441592.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -441603.468750 Penalty: 4043.775879
	Iteration 12Q: 3 clusters Score -441603.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -441614.281250 Penalty: 4043.775879
	Iteration 13Q: 3 clusters Score -441614.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -441625.312500 Penalty: 4043.775879
	Iteration 14Q: 3 clusters Score -441625.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -441634.468750 Penalty: 4043.775879
	Iteration 15Q: 3 clusters Score -441634.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -441645.531250 Penalty: 4043.775879
	Iteration 16Q: 3 clusters Score -441645.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -441655.000000 Penalty: 4043.775879
	Iteration 17Q: 3 clusters Score -441655 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -441660.906250 Penalty: 4043.775879
	Iteration 18Q: 3 clusters Score -441660.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -441664.250000 Penalty: 4043.775879
	Iteration 19Q: 3 clusters Score -441664.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -441667.843750 Penalty: 4043.775879
	Iteration 20F: 3 clusters Score -441667.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -441670.062500 Penalty: 4043.775879
	Iteration 21Q: 3 clusters Score -441670.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -441674.125000 Penalty: 4043.775879
	Iteration 22Q: 3 clusters Score -441674.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -441680.125000 Penalty: 4043.775879
	Iteration 23Q: 3 clusters Score -441680.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -441685.156250 Penalty: 4043.775879
	Iteration 24Q: 3 clusters Score -441685.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -441690.531250 Penalty: 4043.775879
	Iteration 25Q: 3 clusters Score -441690.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -441697.906250 Penalty: 4043.775879
	Iteration 26Q: 3 clusters Score -441697.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -441703.750000 Penalty: 4043.775879
	Iteration 27Q: 3 clusters Score -441703.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -441709.343750 Penalty: 4043.775879
	Iteration 28Q: 3 clusters Score -441709.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -441712.250000 Penalty: 4043.775879
	Iteration 29Q: 3 clusters Score -441712.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -441715.937500 Penalty: 4043.775879
	Iteration 30Q: 3 clusters Score -441715.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -441720.406250 Penalty: 4043.775879
	Iteration 31Q: 3 clusters Score -441720.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -441721.500000 Penalty: 4043.775879
	Iteration 32Q: 3 clusters Score -441721.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -441723.031250 Penalty: 4043.775879
	Iteration 33Q: 3 clusters Score -441723 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -441723.937500 Penalty: 4043.775879
	Iteration 34Q: 3 clusters Score -441723.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -441725.875000 Penalty: 4043.775879
	Iteration 35Q: 3 clusters Score -441725.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -441728.437500 Penalty: 4043.775879
	Iteration 36Q: 3 clusters Score -441728.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -441731.312500 Penalty: 4043.775879
	Iteration 37Q: 3 clusters Score -441731.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -441733.531250 Penalty: 4043.775879
	Iteration 38Q: 3 clusters Score -441733.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -441735.187500 Penalty: 4043.775879
	Iteration 39Q: 3 clusters Score -441735.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -441736.562500 Penalty: 4043.775879
	Iteration 40F: 3 clusters Score -441736.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -441737.406250 Penalty: 4043.775879
	Iteration 41Q: 3 clusters Score -441737.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -441739.031250 Penalty: 4043.775879
	Iteration 42Q: 3 clusters Score -441739 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -441742.812500 Penalty: 4043.775879
	Iteration 43Q: 3 clusters Score -441742.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -441743.718750 Penalty: 4043.775879
	Iteration 44Q: 3 clusters Score -441743.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -441745.843750 Penalty: 4043.775879
	Iteration 45Q: 3 clusters Score -441745.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -441746.500000 Penalty: 4043.775879
	Iteration 46Q: 3 clusters Score -441746.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -441747.218750 Penalty: 4043.775879
	Iteration 47Q: 3 clusters Score -441747.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -441747.218750 Penalty: 4043.775879
	Iteration 48Q: 3 clusters Score -441747.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -441748.343750 Penalty: 4043.775879
	Iteration 49Q: 3 clusters Score -441748.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -441750.656250 Penalty: 4043.775879
	Iteration 50Q: 3 clusters Score -441750.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -441751.000000 Penalty: 4043.775879
	Iteration 51Q: 3 clusters Score -441751 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -441750.750000 Penalty: 4043.775879
	Iteration 52Q: 3 clusters Score -441750.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -441752.000000 Penalty: 4043.775879
	Iteration 53Q: 3 clusters Score -441752 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -441753.125000 Penalty: 4043.775879
	Iteration 54Q: 3 clusters Score -441753.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -441753.906250 Penalty: 4043.775879
	Iteration 55Q: 3 clusters Score -441753.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -441755.187500 Penalty: 4043.775879
	Iteration 56Q: 3 clusters Score -441755.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -441755.250000 Penalty: 4043.775879
	Iteration 57Q: 3 clusters Score -441755.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -441755.156250 Penalty: 4043.775879
	Iteration 58Q: 3 clusters Score -441755.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -441755.156250 Penalty: 4043.775879
	Iteration 59F: 3 clusters Score -441755.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (1905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Entering Unmasked Estep 
Score: -239195.734375 Penalty: 1872.954956
	Iteration 0F: 2 clusters Score -239195.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -236631.093750 Penalty: 3745.909912
	Iteration 0F: 3 clusters Score -236631.1 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -237064.218750 Penalty: 3745.909912
	Iteration 1F: 3 clusters Score -237064.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -237177.953125 Penalty: 3745.909912
	Iteration 2F: 3 clusters Score -237178 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -237231.578125 Penalty: 3745.909912
	Iteration 3Q: 3 clusters Score -237231.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -237279.296875 Penalty: 3745.909912
	Iteration 4Q: 3 clusters Score -237279.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -237322.718750 Penalty: 3745.909912
	Iteration 5Q: 3 clusters Score -237322.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -237352.093750 Penalty: 3745.909912
	Iteration 6Q: 3 clusters Score -237352.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -237371.484375 Penalty: 3745.909912
	Iteration 7Q: 3 clusters Score -237371.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -237387.140625 Penalty: 3745.909912
	Iteration 8Q: 3 clusters Score -237387.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -237397.734375 Penalty: 3745.909912
	Iteration 9Q: 3 clusters Score -237397.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -237408.031250 Penalty: 3745.909912
	Iteration 10Q: 3 clusters Score -237408 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -237419.984375 Penalty: 3745.909912
	Iteration 11Q: 3 clusters Score -237420 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -237426.593750 Penalty: 3745.909912
	Iteration 12Q: 3 clusters Score -237426.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -237430.609375 Penalty: 3745.909912
	Iteration 13Q: 3 clusters Score -237430.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -237436.515625 Penalty: 3745.909912
	Iteration 14Q: 3 clusters Score -237436.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -237438.765625 Penalty: 3745.909912
	Iteration 15Q: 3 clusters Score -237438.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -237441.546875 Penalty: 3745.909912
	Iteration 16Q: 3 clusters Score -237441.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -237444.093750 Penalty: 3745.909912
	Iteration 17Q: 3 clusters Score -237444.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -237444.093750 Penalty: 3745.909912
	Iteration 18F: 3 clusters Score -237444.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (1062 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Entering Unmasked Estep 
Score: -141026.609375 Penalty: 1728.041504
	Iteration 0F: 2 clusters Score -141026.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -139259.937500 Penalty: 3456.083008
	Iteration 0F: 3 clusters Score -139259.9 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -140533.453125 Penalty: 3456.083008
	Iteration 1F: 3 clusters Score -140533.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -141927.546875 Penalty: 3456.083008
	Iteration 2F: 3 clusters Score -141927.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -142544.828125 Penalty: 3456.083008
	Iteration 3F: 3 clusters Score -142544.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -143234.390625 Penalty: 3456.083008
	Iteration 4Q: 3 clusters Score -143234.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -143445.312500 Penalty: 3456.083008
	Iteration 5Q: 3 clusters Score -143445.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -143508.984375 Penalty: 3456.083008
	Iteration 6Q: 3 clusters Score -143509 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -143528.437500 Penalty: 3456.083008
	Iteration 7Q: 3 clusters Score -143528.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -143556.015625 Penalty: 3456.083008
	Iteration 8Q: 3 clusters Score -143556 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -143555.640625 Penalty: 3456.083008
	Iteration 9Q: 3 clusters Score -143555.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -143568.140625 Penalty: 3456.083008
	Iteration 10Q: 3 clusters Score -143568.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -143583.343750 Penalty: 3456.083008
	Iteration 11Q: 3 clusters Score -143583.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -143578.468750 Penalty: 3456.083008
	Iteration 12Q: 3 clusters Score -143578.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -143578.468750 Penalty: 3456.083008
	Iteration 13F: 3 clusters Score -143578.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 51422 members 
Mstep: Class 3 contains 5250 members 
Mstep: Class 4 contains 27292 members 
Mstep: Class 5 contains 9231 members 
Mstep: Class 6 contains 4493 members 
Mstep: Class 7 contains 26736 members 
Mstep: Class 8 contains 475 members 
Mstep: Class 9 contains 5991 members 
Mstep: Class 10 contains 2843 members 
Mstep: Class 11 contains 38151 members 
Mstep: Class 12 contains 23714 members 
Mstep: Class 13 contains 215680 members 
Mstep: Class 14 contains 41267 members 
Mstep: Class 15 contains 1051 members 
Mstep: Class 16 contains 28237 members 
Mstep: Class 17 contains 9832 members 
Mstep: Class 18 contains 14255 members 
Mstep: Class 19 contains 62494 members 
Mstep: Class 20 contains 11141 members 
Mstep: Class 21 contains 15963 members 
Mstep: Class 22 contains 2966 members 
Mstep: Class 23 contains 2562 members 
Mstep: Class 24 contains 18621 members 
Mstep: Class 25 contains 2046 members 
Mstep: Class 26 contains 19596 members 
Mstep: Class 27 contains 6158 members 
Mstep: Class 28 contains 4157 members 
Mstep: Class 29 contains 38347 members 
Mstep: Class 30 contains 4488 members 
Mstep: Class 31 contains 375 members 
Mstep: Class 32 contains 504 members 
Mstep: Class 33 contains 46933 members 
Mstep: Class 34 contains 641 members 
Mstep: Class 35 contains 8137 members 
Mstep: Class 36 contains 2463 members 
Mstep: Class 37 contains 164832 members 
Mstep: Class 38 contains 8893 members 
Mstep: Class 39 contains 4265 members 
Mstep: Class 40 contains 5251 members 
Mstep: Class 41 contains 2865 members 
Mstep: Class 42 contains 3636 members 
Mstep: Class 43 contains 531 members 
Mstep: Class 44 contains 3473 members 
Mstep: Class 45 contains 1905 members 
Mstep: Class 46 contains 597 members 
Mstep: Class 47 contains 4873 members 
Mstep: Class 48 contains 6186 members 
Mstep: Class 49 contains 4237 members 
Mstep: Class 50 contains 5947 members 
Mstep: Class 51 contains 177295 members 
Mstep: Class 52 contains 376 members 
Mstep: Class 53 contains 759 members 
Mstep: Class 54 contains 1349 members 
Mstep: Class 55 contains 4096 members 
Mstep: Class 56 contains 1752 members 
Mstep: Class 57 contains 164 members 
Mstep: Class 58 contains 6720 members 
Mstep: Class 59 contains 3983 members 
Mstep: Class 60 contains 17966 members 
Mstep: Class 61 contains 279 members 
Mstep: Class 62 contains 896 members 
Mstep: Class 63 contains 797 members 
Mstep: Class 64 contains 465 members 
Entering Unmasked Estep 
Score: -147515600.000000 Penalty: 222017.406250
Splitting cluster 46 changes total score from -147511968.000000 to -147515600.000000
So it's getting split into cluster 64.
Entering ConstructFrom: 
Trying to split cluster 47 (4873 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Entering Unmasked Estep 
Score: -515264.593750 Penalty: 2105.883301
	Iteration 0F: 2 clusters Score -515264.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -510829.781250 Penalty: 4211.766602
	Iteration 0F: 3 clusters Score -510829.8 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -512216.281250 Penalty: 4211.766602
	Iteration 1F: 3 clusters Score -512216.3 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -512707.218750 Penalty: 4211.766602
	Iteration 2F: 3 clusters Score -512707.2 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -513098.093750 Penalty: 4211.766602
	Iteration 3F: 3 clusters Score -513098.1 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -513430.875000 Penalty: 4211.766602
	Iteration 4F: 3 clusters Score -513430.9 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -513740.406250 Penalty: 4211.766602
	Iteration 5F: 3 clusters Score -513740.4 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -514040.343750 Penalty: 4211.766602
	Iteration 6F: 3 clusters Score -514040.3 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -514265.156250 Penalty: 4211.766602
	Iteration 7Q: 3 clusters Score -514265.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -514422.781250 Penalty: 4211.766602
	Iteration 8Q: 3 clusters Score -514422.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -514526.281250 Penalty: 4211.766602
	Iteration 9Q: 3 clusters Score -514526.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -514607.812500 Penalty: 4211.766602
	Iteration 10Q: 3 clusters Score -514607.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -514665.437500 Penalty: 4211.766602
	Iteration 11Q: 3 clusters Score -514665.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -514711.093750 Penalty: 4211.766602
	Iteration 12Q: 3 clusters Score -514711.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -514742.843750 Penalty: 4211.766602
	Iteration 13Q: 3 clusters Score -514742.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -514761.093750 Penalty: 4211.766602
	Iteration 14Q: 3 clusters Score -514761.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -514774.812500 Penalty: 4211.766602
	Iteration 15Q: 3 clusters Score -514774.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -514783.125000 Penalty: 4211.766602
	Iteration 16Q: 3 clusters Score -514783.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -514793.031250 Penalty: 4211.766602
	Iteration 17Q: 3 clusters Score -514793 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -514800.375000 Penalty: 4211.766602
	Iteration 18Q: 3 clusters Score -514800.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -514811.312500 Penalty: 4211.766602
	Iteration 19Q: 3 clusters Score -514811.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -514820.031250 Penalty: 4211.766602
	Iteration 20F: 3 clusters Score -514820 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -514825.000000 Penalty: 4211.766602
	Iteration 21Q: 3 clusters Score -514825 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -514829.031250 Penalty: 4211.766602
	Iteration 22Q: 3 clusters Score -514829 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -514832.906250 Penalty: 4211.766602
	Iteration 23Q: 3 clusters Score -514832.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -514838.062500 Penalty: 4211.766602
	Iteration 24Q: 3 clusters Score -514838.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -514842.093750 Penalty: 4211.766602
	Iteration 25Q: 3 clusters Score -514842.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -514844.312500 Penalty: 4211.766602
	Iteration 26Q: 3 clusters Score -514844.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -514844.406250 Penalty: 4211.766602
	Iteration 27Q: 3 clusters Score -514844.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -514845.687500 Penalty: 4211.766602
	Iteration 28Q: 3 clusters Score -514845.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -514849.062500 Penalty: 4211.766602
	Iteration 29Q: 3 clusters Score -514849.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -514851.656250 Penalty: 4211.766602
	Iteration 30Q: 3 clusters Score -514851.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -514855.187500 Penalty: 4211.766602
	Iteration 31Q: 3 clusters Score -514855.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -514855.625000 Penalty: 4211.766602
	Iteration 32Q: 3 clusters Score -514855.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -514858.125000 Penalty: 4211.766602
	Iteration 33Q: 3 clusters Score -514858.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -514857.531250 Penalty: 4211.766602
	Iteration 34Q: 3 clusters Score -514857.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -514858.218750 Penalty: 4211.766602
	Iteration 35Q: 3 clusters Score -514858.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -514858.218750 Penalty: 4211.766602
	Iteration 36F: 3 clusters Score -514858.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (6186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Entering Unmasked Estep 
Score: -864712.312500 Penalty: 2165.051025
	Iteration 0F: 2 clusters Score -864712.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -859804.562500 Penalty: 4330.102051
	Iteration 0F: 3 clusters Score -859804.6 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -864014.375000 Penalty: 4330.102051
	Iteration 1F: 3 clusters Score -864014.4 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -865761.812500 Penalty: 4330.102051
	Iteration 2F: 3 clusters Score -865761.8 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -866889.875000 Penalty: 4330.102051
	Iteration 3F: 3 clusters Score -866889.9 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -867946.375000 Penalty: 4330.102051
	Iteration 4F: 3 clusters Score -867946.4 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -868642.125000 Penalty: 4330.102051
	Iteration 5F: 3 clusters Score -868642.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -868935.125000 Penalty: 4330.102051
	Iteration 6Q: 3 clusters Score -868935.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -869077.062500 Penalty: 4330.102051
	Iteration 7Q: 3 clusters Score -869077.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -869164.500000 Penalty: 4330.102051
	Iteration 8Q: 3 clusters Score -869164.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -869234.250000 Penalty: 4330.102051
	Iteration 9Q: 3 clusters Score -869234.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -869306.375000 Penalty: 4330.102051
	Iteration 10Q: 3 clusters Score -869306.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -869360.812500 Penalty: 4330.102051
	Iteration 11Q: 3 clusters Score -869360.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -869405.000000 Penalty: 4330.102051
	Iteration 12Q: 3 clusters Score -869405 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -869457.812500 Penalty: 4330.102051
	Iteration 13Q: 3 clusters Score -869457.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -869540.375000 Penalty: 4330.102051
	Iteration 14Q: 3 clusters Score -869540.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -869658.437500 Penalty: 4330.102051
	Iteration 15Q: 3 clusters Score -869658.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -869713.437500 Penalty: 4330.102051
	Iteration 16Q: 3 clusters Score -869713.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -869780.062500 Penalty: 4330.102051
	Iteration 17Q: 3 clusters Score -869780.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -869829.250000 Penalty: 4330.102051
	Iteration 18Q: 3 clusters Score -869829.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -869847.875000 Penalty: 4330.102051
	Iteration 19Q: 3 clusters Score -869847.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -869865.187500 Penalty: 4330.102051
	Iteration 20F: 3 clusters Score -869865.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -869873.687500 Penalty: 4330.102051
	Iteration 21Q: 3 clusters Score -869873.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -869877.187500 Penalty: 4330.102051
	Iteration 22Q: 3 clusters Score -869877.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -869881.500000 Penalty: 4330.102051
	Iteration 23Q: 3 clusters Score -869881.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -869885.937500 Penalty: 4330.102051
	Iteration 24Q: 3 clusters Score -869885.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -869885.937500 Penalty: 4330.102051
	Iteration 25Q: 3 clusters Score -869885.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -869887.875000 Penalty: 4330.102051
	Iteration 26Q: 3 clusters Score -869887.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -869893.500000 Penalty: 4330.102051
	Iteration 27Q: 3 clusters Score -869893.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -869900.812500 Penalty: 4330.102051
	Iteration 28Q: 3 clusters Score -869900.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -869903.687500 Penalty: 4330.102051
	Iteration 29Q: 3 clusters Score -869903.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -869912.875000 Penalty: 4330.102051
	Iteration 30Q: 3 clusters Score -869912.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -869920.500000 Penalty: 4330.102051
	Iteration 31Q: 3 clusters Score -869920.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -869923.562500 Penalty: 4330.102051
	Iteration 32Q: 3 clusters Score -869923.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -869925.562500 Penalty: 4330.102051
	Iteration 33Q: 3 clusters Score -869925.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -869928.125000 Penalty: 4330.102051
	Iteration 34Q: 3 clusters Score -869928.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -869928.500000 Penalty: 4330.102051
	Iteration 35Q: 3 clusters Score -869928.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -869929.750000 Penalty: 4330.102051
	Iteration 36Q: 3 clusters Score -869929.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -869930.625000 Penalty: 4330.102051
	Iteration 37Q: 3 clusters Score -869930.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -869933.750000 Penalty: 4330.102051
	Iteration 38Q: 3 clusters Score -869933.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -869932.500000 Penalty: 4330.102051
	Iteration 39Q: 3 clusters Score -869932.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -869939.000000 Penalty: 4330.102051
	Iteration 40F: 3 clusters Score -869939 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -869942.812500 Penalty: 4330.102051
	Iteration 41Q: 3 clusters Score -869942.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -869943.062500 Penalty: 4330.102051
	Iteration 42Q: 3 clusters Score -869943.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -869945.062500 Penalty: 4330.102051
	Iteration 43Q: 3 clusters Score -869945.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -869947.937500 Penalty: 4330.102051
	Iteration 44Q: 3 clusters Score -869947.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -869945.812500 Penalty: 4330.102051
	Iteration 45Q: 3 clusters Score -869945.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -869949.812500 Penalty: 4330.102051
	Iteration 46Q: 3 clusters Score -869949.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -869952.000000 Penalty: 4330.102051
	Iteration 47Q: 3 clusters Score -869952 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -869957.312500 Penalty: 4330.102051
	Iteration 48Q: 3 clusters Score -869957.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -869962.937500 Penalty: 4330.102051
	Iteration 49Q: 3 clusters Score -869962.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -869970.875000 Penalty: 4330.102051
	Iteration 50Q: 3 clusters Score -869970.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -869973.812500 Penalty: 4330.102051
	Iteration 51Q: 3 clusters Score -869973.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -869978.125000 Penalty: 4330.102051
	Iteration 52Q: 3 clusters Score -869978.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -869981.625000 Penalty: 4330.102051
	Iteration 53Q: 3 clusters Score -869981.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -869988.000000 Penalty: 4330.102051
	Iteration 54Q: 3 clusters Score -869988 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -869991.875000 Penalty: 4330.102051
	Iteration 55Q: 3 clusters Score -869991.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -869995.562500 Penalty: 4330.102051
	Iteration 56Q: 3 clusters Score -869995.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -870001.750000 Penalty: 4330.102051
	Iteration 57Q: 3 clusters Score -870001.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -870006.625000 Penalty: 4330.102051
	Iteration 58Q: 3 clusters Score -870006.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -870016.250000 Penalty: 4330.102051
	Iteration 59Q: 3 clusters Score -870016.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -870028.375000 Penalty: 4330.102051
	Iteration 60F: 3 clusters Score -870028.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -870047.812500 Penalty: 4330.102051
	Iteration 61Q: 3 clusters Score -870047.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -870078.625000 Penalty: 4330.102051
	Iteration 62Q: 3 clusters Score -870078.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -870120.062500 Penalty: 4330.102051
	Iteration 63Q: 3 clusters Score -870120.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -870177.062500 Penalty: 4330.102051
	Iteration 64Q: 3 clusters Score -870177.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -870239.000000 Penalty: 4330.102051
	Iteration 65Q: 3 clusters Score -870239 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -870314.437500 Penalty: 4330.102051
	Iteration 66Q: 3 clusters Score -870314.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -870364.812500 Penalty: 4330.102051
	Iteration 67Q: 3 clusters Score -870364.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -870403.562500 Penalty: 4330.102051
	Iteration 68Q: 3 clusters Score -870403.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -870415.250000 Penalty: 4330.102051
	Iteration 69Q: 3 clusters Score -870415.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -870429.187500 Penalty: 4330.102051
	Iteration 70Q: 3 clusters Score -870429.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -870440.375000 Penalty: 4330.102051
	Iteration 71Q: 3 clusters Score -870440.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -870454.875000 Penalty: 4330.102051
	Iteration 72Q: 3 clusters Score -870454.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -870463.750000 Penalty: 4330.102051
	Iteration 73Q: 3 clusters Score -870463.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -870475.062500 Penalty: 4330.102051
	Iteration 74Q: 3 clusters Score -870475.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -870479.500000 Penalty: 4330.102051
	Iteration 75Q: 3 clusters Score -870479.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -870495.437500 Penalty: 4330.102051
	Iteration 76Q: 3 clusters Score -870495.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -870499.187500 Penalty: 4330.102051
	Iteration 77Q: 3 clusters Score -870499.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -870503.000000 Penalty: 4330.102051
	Iteration 78Q: 3 clusters Score -870503 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -870515.687500 Penalty: 4330.102051
	Iteration 79Q: 3 clusters Score -870515.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -870540.687500 Penalty: 4330.102051
	Iteration 80F: 3 clusters Score -870540.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -870600.312500 Penalty: 4330.102051
	Iteration 81Q: 3 clusters Score -870600.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -870628.625000 Penalty: 4330.102051
	Iteration 82Q: 3 clusters Score -870628.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -870632.000000 Penalty: 4330.102051
	Iteration 83Q: 3 clusters Score -870632 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -870634.562500 Penalty: 4330.102051
	Iteration 84Q: 3 clusters Score -870634.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -870641.875000 Penalty: 4330.102051
	Iteration 85Q: 3 clusters Score -870641.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -870651.062500 Penalty: 4330.102051
	Iteration 86Q: 3 clusters Score -870651.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -870686.812500 Penalty: 4330.102051
	Iteration 87Q: 3 clusters Score -870686.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -870701.500000 Penalty: 4330.102051
	Iteration 88Q: 3 clusters Score -870701.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -870711.437500 Penalty: 4330.102051
	Iteration 89Q: 3 clusters Score -870711.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -870723.250000 Penalty: 4330.102051
	Iteration 90Q: 3 clusters Score -870723.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -870749.812500 Penalty: 4330.102051
	Iteration 91Q: 3 clusters Score -870749.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -870790.687500 Penalty: 4330.102051
	Iteration 92Q: 3 clusters Score -870790.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -870907.750000 Penalty: 4330.102051
	Iteration 93Q: 3 clusters Score -870907.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -871095.562500 Penalty: 4330.102051
	Iteration 94Q: 3 clusters Score -871095.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -871327.687500 Penalty: 4330.102051
	Iteration 95Q: 3 clusters Score -871327.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -871482.250000 Penalty: 4330.102051
	Iteration 96Q: 3 clusters Score -871482.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -871577.187500 Penalty: 4330.102051
	Iteration 97Q: 3 clusters Score -871577.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -871657.625000 Penalty: 4330.102051
	Iteration 98Q: 3 clusters Score -871657.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -871722.000000 Penalty: 4330.102051
	Iteration 99Q: 3 clusters Score -871722 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -871751.812500 Penalty: 4330.102051
	Iteration 100F: 3 clusters Score -871751.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -871791.812500 Penalty: 4330.102051
	Iteration 101Q: 3 clusters Score -871791.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -871940.187500 Penalty: 4330.102051
	Iteration 102Q: 3 clusters Score -871940.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -871946.437500 Penalty: 4330.102051
	Iteration 103Q: 3 clusters Score -871946.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -871954.437500 Penalty: 4330.102051
	Iteration 104Q: 3 clusters Score -871954.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -871959.687500 Penalty: 4330.102051
	Iteration 105Q: 3 clusters Score -871959.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -871952.000000 Penalty: 4330.102051
	Iteration 106Q: 3 clusters Score -871952 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -871952.000000 Penalty: 4330.102051
	Iteration 107F: 3 clusters Score -871952 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 51422 members 
Mstep: Class 3 contains 5250 members 
Mstep: Class 4 contains 27292 members 
Mstep: Class 5 contains 9231 members 
Mstep: Class 6 contains 4493 members 
Mstep: Class 7 contains 26736 members 
Mstep: Class 8 contains 475 members 
Mstep: Class 9 contains 5991 members 
Mstep: Class 10 contains 2843 members 
Mstep: Class 11 contains 38151 members 
Mstep: Class 12 contains 23714 members 
Mstep: Class 13 contains 215680 members 
Mstep: Class 14 contains 41267 members 
Mstep: Class 15 contains 1051 members 
Mstep: Class 16 contains 28237 members 
Mstep: Class 17 contains 9832 members 
Mstep: Class 18 contains 14255 members 
Mstep: Class 19 contains 62494 members 
Mstep: Class 20 contains 11141 members 
Mstep: Class 21 contains 15963 members 
Mstep: Class 22 contains 2966 members 
Mstep: Class 23 contains 2562 members 
Mstep: Class 24 contains 18621 members 
Mstep: Class 25 contains 2046 members 
Mstep: Class 26 contains 19596 members 
Mstep: Class 27 contains 6158 members 
Mstep: Class 28 contains 4157 members 
Mstep: Class 29 contains 38347 members 
Mstep: Class 30 contains 4488 members 
Mstep: Class 31 contains 375 members 
Mstep: Class 32 contains 504 members 
Mstep: Class 33 contains 46933 members 
Mstep: Class 34 contains 641 members 
Mstep: Class 35 contains 8137 members 
Mstep: Class 36 contains 2463 members 
Mstep: Class 37 contains 164832 members 
Mstep: Class 38 contains 8893 members 
Mstep: Class 39 contains 4265 members 
Mstep: Class 40 contains 5251 members 
Mstep: Class 41 contains 2865 members 
Mstep: Class 42 contains 3636 members 
Mstep: Class 43 contains 531 members 
Mstep: Class 44 contains 3473 members 
Mstep: Class 45 contains 1905 members 
Mstep: Class 46 contains 597 members 
Mstep: Class 47 contains 4873 members 
Mstep: Class 48 contains 5043 members 
Mstep: Class 49 contains 4237 members 
Mstep: Class 50 contains 5947 members 
Mstep: Class 51 contains 177295 members 
Mstep: Class 52 contains 376 members 
Mstep: Class 53 contains 759 members 
Mstep: Class 54 contains 1349 members 
Mstep: Class 55 contains 4096 members 
Mstep: Class 56 contains 1752 members 
Mstep: Class 57 contains 164 members 
Mstep: Class 58 contains 6720 members 
Mstep: Class 59 contains 3983 members 
Mstep: Class 60 contains 17966 members 
Mstep: Class 61 contains 279 members 
Mstep: Class 62 contains 896 members 
Mstep: Class 63 contains 797 members 
Mstep: Class 64 contains 465 members 
Mstep: Class 65 contains 1143 members 
Entering Unmasked Estep 
Score: -147521888.000000 Penalty: 225486.421875
Splitting cluster 48 changes total score from -147511968.000000 to -147521888.000000
So it's getting split into cluster 65.
Entering ConstructFrom: 
Trying to split cluster 49 (4237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Entering Unmasked Estep 
Score: -534694.250000 Penalty: 2071.199463
	Iteration 0F: 2 clusters Score -534694.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -530595.000000 Penalty: 4142.398926
	Iteration 0F: 3 clusters Score -530595 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -531480.375000 Penalty: 4142.398926
	Iteration 1F: 3 clusters Score -531480.4 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -531653.000000 Penalty: 4142.398926
	Iteration 2F: 3 clusters Score -531653 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -531769.937500 Penalty: 4142.398926
	Iteration 3Q: 3 clusters Score -531769.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -531852.375000 Penalty: 4142.398926
	Iteration 4Q: 3 clusters Score -531852.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -531917.062500 Penalty: 4142.398926
	Iteration 5Q: 3 clusters Score -531917.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -531956.750000 Penalty: 4142.398926
	Iteration 6Q: 3 clusters Score -531956.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -531992.750000 Penalty: 4142.398926
	Iteration 7Q: 3 clusters Score -531992.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -532027.250000 Penalty: 4142.398926
	Iteration 8Q: 3 clusters Score -532027.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -532053.375000 Penalty: 4142.398926
	Iteration 9Q: 3 clusters Score -532053.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -532071.875000 Penalty: 4142.398926
	Iteration 10Q: 3 clusters Score -532071.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -532091.687500 Penalty: 4142.398926
	Iteration 11Q: 3 clusters Score -532091.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -532110.687500 Penalty: 4142.398926
	Iteration 12Q: 3 clusters Score -532110.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -532136.312500 Penalty: 4142.398926
	Iteration 13Q: 3 clusters Score -532136.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -532153.937500 Penalty: 4142.398926
	Iteration 14Q: 3 clusters Score -532153.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -532172.125000 Penalty: 4142.398926
	Iteration 15Q: 3 clusters Score -532172.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -532189.625000 Penalty: 4142.398926
	Iteration 16Q: 3 clusters Score -532189.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -532199.625000 Penalty: 4142.398926
	Iteration 17Q: 3 clusters Score -532199.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -532211.250000 Penalty: 4142.398926
	Iteration 18Q: 3 clusters Score -532211.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -532222.750000 Penalty: 4142.398926
	Iteration 19Q: 3 clusters Score -532222.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -532238.437500 Penalty: 4142.398926
	Iteration 20F: 3 clusters Score -532238.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -532253.375000 Penalty: 4142.398926
	Iteration 21Q: 3 clusters Score -532253.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -532270.750000 Penalty: 4142.398926
	Iteration 22Q: 3 clusters Score -532270.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -532285.687500 Penalty: 4142.398926
	Iteration 23Q: 3 clusters Score -532285.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -532296.375000 Penalty: 4142.398926
	Iteration 24Q: 3 clusters Score -532296.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -532307.750000 Penalty: 4142.398926
	Iteration 25Q: 3 clusters Score -532307.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -532320.437500 Penalty: 4142.398926
	Iteration 26Q: 3 clusters Score -532320.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -532333.750000 Penalty: 4142.398926
	Iteration 27Q: 3 clusters Score -532333.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -532344.312500 Penalty: 4142.398926
	Iteration 28Q: 3 clusters Score -532344.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -532357.687500 Penalty: 4142.398926
	Iteration 29Q: 3 clusters Score -532357.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -532369.000000 Penalty: 4142.398926
	Iteration 30Q: 3 clusters Score -532369 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -532377.000000 Penalty: 4142.398926
	Iteration 31Q: 3 clusters Score -532377 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -532383.875000 Penalty: 4142.398926
	Iteration 32Q: 3 clusters Score -532383.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -532392.812500 Penalty: 4142.398926
	Iteration 33Q: 3 clusters Score -532392.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -532401.687500 Penalty: 4142.398926
	Iteration 34Q: 3 clusters Score -532401.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -532409.437500 Penalty: 4142.398926
	Iteration 35Q: 3 clusters Score -532409.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -532416.875000 Penalty: 4142.398926
	Iteration 36Q: 3 clusters Score -532416.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -532421.562500 Penalty: 4142.398926
	Iteration 37Q: 3 clusters Score -532421.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -532427.125000 Penalty: 4142.398926
	Iteration 38Q: 3 clusters Score -532427.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -532435.812500 Penalty: 4142.398926
	Iteration 39Q: 3 clusters Score -532435.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -532451.187500 Penalty: 4142.398926
	Iteration 40F: 3 clusters Score -532451.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -532467.750000 Penalty: 4142.398926
	Iteration 41Q: 3 clusters Score -532467.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -532478.187500 Penalty: 4142.398926
	Iteration 42Q: 3 clusters Score -532478.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -532489.812500 Penalty: 4142.398926
	Iteration 43Q: 3 clusters Score -532489.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -532503.812500 Penalty: 4142.398926
	Iteration 44Q: 3 clusters Score -532503.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -532521.250000 Penalty: 4142.398926
	Iteration 45Q: 3 clusters Score -532521.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -532536.750000 Penalty: 4142.398926
	Iteration 46Q: 3 clusters Score -532536.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -532553.625000 Penalty: 4142.398926
	Iteration 47Q: 3 clusters Score -532553.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -532572.062500 Penalty: 4142.398926
	Iteration 48Q: 3 clusters Score -532572.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -532596.812500 Penalty: 4142.398926
	Iteration 49Q: 3 clusters Score -532596.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -532620.062500 Penalty: 4142.398926
	Iteration 50Q: 3 clusters Score -532620.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -532636.187500 Penalty: 4142.398926
	Iteration 51Q: 3 clusters Score -532636.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -532651.562500 Penalty: 4142.398926
	Iteration 52Q: 3 clusters Score -532651.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -532666.000000 Penalty: 4142.398926
	Iteration 53Q: 3 clusters Score -532666 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -532683.062500 Penalty: 4142.398926
	Iteration 54Q: 3 clusters Score -532683.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -532696.000000 Penalty: 4142.398926
	Iteration 55Q: 3 clusters Score -532696 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -532705.562500 Penalty: 4142.398926
	Iteration 56Q: 3 clusters Score -532705.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -532714.750000 Penalty: 4142.398926
	Iteration 57Q: 3 clusters Score -532714.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -532724.625000 Penalty: 4142.398926
	Iteration 58Q: 3 clusters Score -532724.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -532735.437500 Penalty: 4142.398926
	Iteration 59Q: 3 clusters Score -532735.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -532745.375000 Penalty: 4142.398926
	Iteration 60F: 3 clusters Score -532745.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -532755.937500 Penalty: 4142.398926
	Iteration 61Q: 3 clusters Score -532755.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -532765.250000 Penalty: 4142.398926
	Iteration 62Q: 3 clusters Score -532765.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -532775.500000 Penalty: 4142.398926
	Iteration 63Q: 3 clusters Score -532775.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -532787.000000 Penalty: 4142.398926
	Iteration 64Q: 3 clusters Score -532787 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -532805.625000 Penalty: 4142.398926
	Iteration 65Q: 3 clusters Score -532805.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -532820.250000 Penalty: 4142.398926
	Iteration 66Q: 3 clusters Score -532820.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -532828.187500 Penalty: 4142.398926
	Iteration 67Q: 3 clusters Score -532828.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -532832.750000 Penalty: 4142.398926
	Iteration 68Q: 3 clusters Score -532832.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -532839.062500 Penalty: 4142.398926
	Iteration 69Q: 3 clusters Score -532839.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -532843.500000 Penalty: 4142.398926
	Iteration 70Q: 3 clusters Score -532843.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -532848.875000 Penalty: 4142.398926
	Iteration 71Q: 3 clusters Score -532848.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -532854.500000 Penalty: 4142.398926
	Iteration 72Q: 3 clusters Score -532854.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -532857.187500 Penalty: 4142.398926
	Iteration 73Q: 3 clusters Score -532857.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -532860.625000 Penalty: 4142.398926
	Iteration 74Q: 3 clusters Score -532860.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -532863.750000 Penalty: 4142.398926
	Iteration 75Q: 3 clusters Score -532863.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -532865.687500 Penalty: 4142.398926
	Iteration 76Q: 3 clusters Score -532865.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -532865.687500 Penalty: 4142.398926
	Iteration 77F: 3 clusters Score -532865.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (5947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Entering Unmasked Estep 
Score: -748176.187500 Penalty: 2155.279297
	Iteration 0F: 2 clusters Score -748176.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -743035.375000 Penalty: 4310.558594
	Iteration 0F: 3 clusters Score -743035.4 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -744290.187500 Penalty: 4310.558594
	Iteration 1F: 3 clusters Score -744290.2 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -744505.125000 Penalty: 4310.558594
	Iteration 2F: 3 clusters Score -744505.1 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -744636.812500 Penalty: 4310.558594
	Iteration 3Q: 3 clusters Score -744636.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -744730.812500 Penalty: 4310.558594
	Iteration 4Q: 3 clusters Score -744730.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -744804.000000 Penalty: 4310.558594
	Iteration 5Q: 3 clusters Score -744804 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -744873.000000 Penalty: 4310.558594
	Iteration 6Q: 3 clusters Score -744873 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -744927.750000 Penalty: 4310.558594
	Iteration 7Q: 3 clusters Score -744927.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -744962.500000 Penalty: 4310.558594
	Iteration 8Q: 3 clusters Score -744962.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -744992.000000 Penalty: 4310.558594
	Iteration 9Q: 3 clusters Score -744992 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -745017.687500 Penalty: 4310.558594
	Iteration 10Q: 3 clusters Score -745017.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -745044.875000 Penalty: 4310.558594
	Iteration 11Q: 3 clusters Score -745044.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -745066.625000 Penalty: 4310.558594
	Iteration 12Q: 3 clusters Score -745066.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -745095.062500 Penalty: 4310.558594
	Iteration 13Q: 3 clusters Score -745095.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -745120.937500 Penalty: 4310.558594
	Iteration 14Q: 3 clusters Score -745120.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -745148.562500 Penalty: 4310.558594
	Iteration 15Q: 3 clusters Score -745148.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -745174.687500 Penalty: 4310.558594
	Iteration 16Q: 3 clusters Score -745174.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -745202.125000 Penalty: 4310.558594
	Iteration 17Q: 3 clusters Score -745202.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -745232.187500 Penalty: 4310.558594
	Iteration 18Q: 3 clusters Score -745232.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -745271.437500 Penalty: 4310.558594
	Iteration 19Q: 3 clusters Score -745271.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -745309.937500 Penalty: 4310.558594
	Iteration 20F: 3 clusters Score -745309.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -745339.500000 Penalty: 4310.558594
	Iteration 21Q: 3 clusters Score -745339.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -745367.375000 Penalty: 4310.558594
	Iteration 22Q: 3 clusters Score -745367.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -745393.187500 Penalty: 4310.558594
	Iteration 23Q: 3 clusters Score -745393.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -745416.750000 Penalty: 4310.558594
	Iteration 24Q: 3 clusters Score -745416.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -745444.875000 Penalty: 4310.558594
	Iteration 25Q: 3 clusters Score -745444.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -745478.687500 Penalty: 4310.558594
	Iteration 26Q: 3 clusters Score -745478.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -745511.937500 Penalty: 4310.558594
	Iteration 27Q: 3 clusters Score -745511.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -745548.750000 Penalty: 4310.558594
	Iteration 28Q: 3 clusters Score -745548.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -745579.375000 Penalty: 4310.558594
	Iteration 29Q: 3 clusters Score -745579.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -745603.000000 Penalty: 4310.558594
	Iteration 30Q: 3 clusters Score -745603 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -745622.812500 Penalty: 4310.558594
	Iteration 31Q: 3 clusters Score -745622.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -745642.312500 Penalty: 4310.558594
	Iteration 32Q: 3 clusters Score -745642.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -745659.500000 Penalty: 4310.558594
	Iteration 33Q: 3 clusters Score -745659.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -745673.000000 Penalty: 4310.558594
	Iteration 34Q: 3 clusters Score -745673 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -745686.562500 Penalty: 4310.558594
	Iteration 35Q: 3 clusters Score -745686.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -745699.437500 Penalty: 4310.558594
	Iteration 36Q: 3 clusters Score -745699.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -745711.750000 Penalty: 4310.558594
	Iteration 37Q: 3 clusters Score -745711.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -745724.937500 Penalty: 4310.558594
	Iteration 38Q: 3 clusters Score -745724.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -745738.062500 Penalty: 4310.558594
	Iteration 39Q: 3 clusters Score -745738.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -745752.000000 Penalty: 4310.558594
	Iteration 40F: 3 clusters Score -745752 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -745772.562500 Penalty: 4310.558594
	Iteration 41Q: 3 clusters Score -745772.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -745793.062500 Penalty: 4310.558594
	Iteration 42Q: 3 clusters Score -745793.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -745813.000000 Penalty: 4310.558594
	Iteration 43Q: 3 clusters Score -745813 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -745824.125000 Penalty: 4310.558594
	Iteration 44Q: 3 clusters Score -745824.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -745838.000000 Penalty: 4310.558594
	Iteration 45Q: 3 clusters Score -745838 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -745852.000000 Penalty: 4310.558594
	Iteration 46Q: 3 clusters Score -745852 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -745862.875000 Penalty: 4310.558594
	Iteration 47Q: 3 clusters Score -745862.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -745879.937500 Penalty: 4310.558594
	Iteration 48Q: 3 clusters Score -745879.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -745894.437500 Penalty: 4310.558594
	Iteration 49Q: 3 clusters Score -745894.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -745912.937500 Penalty: 4310.558594
	Iteration 50Q: 3 clusters Score -745912.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -745922.062500 Penalty: 4310.558594
	Iteration 51Q: 3 clusters Score -745922.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -745932.437500 Penalty: 4310.558594
	Iteration 52Q: 3 clusters Score -745932.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -745941.125000 Penalty: 4310.558594
	Iteration 53Q: 3 clusters Score -745941.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -745945.750000 Penalty: 4310.558594
	Iteration 54Q: 3 clusters Score -745945.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -745959.125000 Penalty: 4310.558594
	Iteration 55Q: 3 clusters Score -745959.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -745972.312500 Penalty: 4310.558594
	Iteration 56Q: 3 clusters Score -745972.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -745979.437500 Penalty: 4310.558594
	Iteration 57Q: 3 clusters Score -745979.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -745987.500000 Penalty: 4310.558594
	Iteration 58Q: 3 clusters Score -745987.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -746001.250000 Penalty: 4310.558594
	Iteration 59Q: 3 clusters Score -746001.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -746011.062500 Penalty: 4310.558594
	Iteration 60F: 3 clusters Score -746011.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -746023.375000 Penalty: 4310.558594
	Iteration 61Q: 3 clusters Score -746023.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -746031.125000 Penalty: 4310.558594
	Iteration 62Q: 3 clusters Score -746031.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -746039.687500 Penalty: 4310.558594
	Iteration 63Q: 3 clusters Score -746039.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -746050.187500 Penalty: 4310.558594
	Iteration 64Q: 3 clusters Score -746050.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -746057.750000 Penalty: 4310.558594
	Iteration 65Q: 3 clusters Score -746057.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -746069.562500 Penalty: 4310.558594
	Iteration 66Q: 3 clusters Score -746069.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -746077.625000 Penalty: 4310.558594
	Iteration 67Q: 3 clusters Score -746077.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -746086.312500 Penalty: 4310.558594
	Iteration 68Q: 3 clusters Score -746086.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -746094.000000 Penalty: 4310.558594
	Iteration 69Q: 3 clusters Score -746094 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -746103.437500 Penalty: 4310.558594
	Iteration 70Q: 3 clusters Score -746103.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -746112.312500 Penalty: 4310.558594
	Iteration 71Q: 3 clusters Score -746112.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -746125.000000 Penalty: 4310.558594
	Iteration 72Q: 3 clusters Score -746125 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -746137.562500 Penalty: 4310.558594
	Iteration 73Q: 3 clusters Score -746137.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -746148.687500 Penalty: 4310.558594
	Iteration 74Q: 3 clusters Score -746148.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -746157.000000 Penalty: 4310.558594
	Iteration 75Q: 3 clusters Score -746157 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -746164.250000 Penalty: 4310.558594
	Iteration 76Q: 3 clusters Score -746164.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -746177.562500 Penalty: 4310.558594
	Iteration 77Q: 3 clusters Score -746177.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -746198.687500 Penalty: 4310.558594
	Iteration 78Q: 3 clusters Score -746198.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -746230.500000 Penalty: 4310.558594
	Iteration 79Q: 3 clusters Score -746230.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -746273.062500 Penalty: 4310.558594
	Iteration 80F: 3 clusters Score -746273.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -746306.375000 Penalty: 4310.558594
	Iteration 81Q: 3 clusters Score -746306.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -746340.625000 Penalty: 4310.558594
	Iteration 82Q: 3 clusters Score -746340.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -746377.250000 Penalty: 4310.558594
	Iteration 83Q: 3 clusters Score -746377.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -746399.937500 Penalty: 4310.558594
	Iteration 84Q: 3 clusters Score -746399.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -746418.437500 Penalty: 4310.558594
	Iteration 85Q: 3 clusters Score -746418.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -746441.500000 Penalty: 4310.558594
	Iteration 86Q: 3 clusters Score -746441.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -746464.375000 Penalty: 4310.558594
	Iteration 87Q: 3 clusters Score -746464.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -746483.687500 Penalty: 4310.558594
	Iteration 88Q: 3 clusters Score -746483.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -746494.937500 Penalty: 4310.558594
	Iteration 89Q: 3 clusters Score -746494.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -746501.312500 Penalty: 4310.558594
	Iteration 90Q: 3 clusters Score -746501.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -746508.625000 Penalty: 4310.558594
	Iteration 91Q: 3 clusters Score -746508.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -746517.062500 Penalty: 4310.558594
	Iteration 92Q: 3 clusters Score -746517.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -746524.000000 Penalty: 4310.558594
	Iteration 93Q: 3 clusters Score -746524 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -746537.812500 Penalty: 4310.558594
	Iteration 94Q: 3 clusters Score -746537.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -746544.937500 Penalty: 4310.558594
	Iteration 95Q: 3 clusters Score -746544.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -746555.562500 Penalty: 4310.558594
	Iteration 96Q: 3 clusters Score -746555.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -746558.562500 Penalty: 4310.558594
	Iteration 97Q: 3 clusters Score -746558.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -746559.125000 Penalty: 4310.558594
	Iteration 98Q: 3 clusters Score -746559.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -746560.500000 Penalty: 4310.558594
	Iteration 99Q: 3 clusters Score -746560.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -746561.250000 Penalty: 4310.558594
	Iteration 100F: 3 clusters Score -746561.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -746565.250000 Penalty: 4310.558594
	Iteration 101Q: 3 clusters Score -746565.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -746566.625000 Penalty: 4310.558594
	Iteration 102Q: 3 clusters Score -746566.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -746567.562500 Penalty: 4310.558594
	Iteration 103Q: 3 clusters Score -746567.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -746568.187500 Penalty: 4310.558594
	Iteration 104Q: 3 clusters Score -746568.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -746574.062500 Penalty: 4310.558594
	Iteration 105Q: 3 clusters Score -746574.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -746578.437500 Penalty: 4310.558594
	Iteration 106Q: 3 clusters Score -746578.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -746581.812500 Penalty: 4310.558594
	Iteration 107Q: 3 clusters Score -746581.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -746584.250000 Penalty: 4310.558594
	Iteration 108Q: 3 clusters Score -746584.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -746584.812500 Penalty: 4310.558594
	Iteration 109Q: 3 clusters Score -746584.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -746585.750000 Penalty: 4310.558594
	Iteration 110Q: 3 clusters Score -746585.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -746585.750000 Penalty: 4310.558594
	Iteration 111F: 3 clusters Score -746585.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (177295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177295 members 
Entering Unmasked Estep 
Score: -22796918.000000 Penalty: 2997.221436
	Iteration 0F: 2 clusters Score -2.279692e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88418 members 
Mstep: Class 2 contains 88877 members 
Entering Unmasked Estep 
Score: -22678644.000000 Penalty: 5994.442871
	Iteration 0F: 3 clusters Score -2.267864e+07 nChanged 85147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85221 members 
Mstep: Class 2 contains 92074 members 
Entering Unmasked Estep 
Score: -22727760.000000 Penalty: 5994.442871
	Iteration 1F: 3 clusters Score -2.272776e+07 nChanged 4518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83259 members 
Mstep: Class 2 contains 94036 members 
Entering Unmasked Estep 
Score: -22728514.000000 Penalty: 5994.442871
	Iteration 2Q: 3 clusters Score -2.272851e+07 nChanged 4891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80182 members 
Mstep: Class 2 contains 97113 members 
Entering Unmasked Estep 
Score: -22729676.000000 Penalty: 5994.442871
	Iteration 3Q: 3 clusters Score -2.272968e+07 nChanged 5807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75425 members 
Mstep: Class 2 contains 101870 members 
Entering Unmasked Estep 
Score: -22731658.000000 Penalty: 5994.442871
	Iteration 4Q: 3 clusters Score -2.273166e+07 nChanged 7674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68251 members 
Mstep: Class 2 contains 109044 members 
Entering Unmasked Estep 
Score: -22734946.000000 Penalty: 5994.442871
	Iteration 5Q: 3 clusters Score -2.273495e+07 nChanged 10698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57779 members 
Mstep: Class 2 contains 119516 members 
Entering Unmasked Estep 
Score: -22741366.000000 Penalty: 5994.442871
	Iteration 6F: 3 clusters Score -2.274137e+07 nChanged 14455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43402 members 
Mstep: Class 2 contains 133893 members 
Entering Unmasked Estep 
Score: -22752958.000000 Penalty: 5994.442871
	Iteration 7F: 3 clusters Score -2.275296e+07 nChanged 16500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26930 members 
Mstep: Class 2 contains 150365 members 
Entering Unmasked Estep 
Score: -22768674.000000 Penalty: 5994.442871
	Iteration 8F: 3 clusters Score -2.276867e+07 nChanged 14030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12906 members 
Mstep: Class 2 contains 164389 members 
Entering Unmasked Estep 
Score: -22782780.000000 Penalty: 5994.442871
	Iteration 9F: 3 clusters Score -2.278278e+07 nChanged 7848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 172227 members 
Entering Unmasked Estep 
Score: -22790216.000000 Penalty: 5994.442871
	Iteration 10Q: 3 clusters Score -2.279022e+07 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 175240 members 
Entering Unmasked Estep 
Score: -22793004.000000 Penalty: 5994.442871
	Iteration 11Q: 3 clusters Score -2.2793e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 176159 members 
Entering Unmasked Estep 
Score: -22793836.000000 Penalty: 5994.442871
	Iteration 12Q: 3 clusters Score -2.279384e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 176441 members 
Entering Unmasked Estep 
Score: -22794138.000000 Penalty: 5994.442871
	Iteration 13Q: 3 clusters Score -2.279414e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 176551 members 
Entering Unmasked Estep 
Score: -22794288.000000 Penalty: 5994.442871
	Iteration 14Q: 3 clusters Score -2.279429e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 176577 members 
Entering Unmasked Estep 
Score: -22794382.000000 Penalty: 5994.442871
	Iteration 15Q: 3 clusters Score -2.279438e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 176592 members 
Entering Unmasked Estep 
Score: -22794432.000000 Penalty: 5994.442871
	Iteration 16Q: 3 clusters Score -2.279443e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 176597 members 
Entering Unmasked Estep 
Score: -22794450.000000 Penalty: 5994.442871
	Iteration 17Q: 3 clusters Score -2.279445e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 176603 members 
Entering Unmasked Estep 
Score: -22794508.000000 Penalty: 5994.442871
	Iteration 18Q: 3 clusters Score -2.279451e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 176604 members 
Entering Unmasked Estep 
Score: -22794538.000000 Penalty: 5994.442871
	Iteration 19Q: 3 clusters Score -2.279454e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 176596 members 
Entering Unmasked Estep 
Score: -22794548.000000 Penalty: 5994.442871
	Iteration 20F: 3 clusters Score -2.279455e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 176586 members 
Entering Unmasked Estep 
Score: -22794568.000000 Penalty: 5994.442871
	Iteration 21Q: 3 clusters Score -2.279457e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 176582 members 
Entering Unmasked Estep 
Score: -22794586.000000 Penalty: 5994.442871
	Iteration 22Q: 3 clusters Score -2.279459e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 176581 members 
Entering Unmasked Estep 
Score: -22794594.000000 Penalty: 5994.442871
	Iteration 23Q: 3 clusters Score -2.279459e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 176579 members 
Entering Unmasked Estep 
Score: -22794592.000000 Penalty: 5994.442871
	Iteration 24Q: 3 clusters Score -2.279459e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 176579 members 
Entering Unmasked Estep 
Score: -22794626.000000 Penalty: 5994.442871
	Iteration 25Q: 3 clusters Score -2.279463e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 176576 members 
Entering Unmasked Estep 
Score: -22794638.000000 Penalty: 5994.442871
	Iteration 26Q: 3 clusters Score -2.279464e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 176573 members 
Entering Unmasked Estep 
Score: -22794636.000000 Penalty: 5994.442871
	Iteration 27Q: 3 clusters Score -2.279464e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 176567 members 
Entering Unmasked Estep 
Score: -22794628.000000 Penalty: 5994.442871
	Iteration 28Q: 3 clusters Score -2.279463e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 176562 members 
Entering Unmasked Estep 
Score: -22794628.000000 Penalty: 5994.442871
	Iteration 29Q: 3 clusters Score -2.279463e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 176558 members 
Entering Unmasked Estep 
Score: -22794630.000000 Penalty: 5994.442871
	Iteration 30Q: 3 clusters Score -2.279463e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 176557 members 
Entering Unmasked Estep 
Score: -22794644.000000 Penalty: 5994.442871
	Iteration 31Q: 3 clusters Score -2.279464e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 176555 members 
Entering Unmasked Estep 
Score: -22794646.000000 Penalty: 5994.442871
	Iteration 32Q: 3 clusters Score -2.279465e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 176554 members 
Entering Unmasked Estep 
Score: -22794666.000000 Penalty: 5994.442871
	Iteration 33Q: 3 clusters Score -2.279467e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 176554 members 
Entering Unmasked Estep 
Score: -22794666.000000 Penalty: 5994.442871
	Iteration 34Q: 3 clusters Score -2.279467e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 176556 members 
Entering Unmasked Estep 
Score: -22794668.000000 Penalty: 5994.442871
	Iteration 35Q: 3 clusters Score -2.279467e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 176552 members 
Entering Unmasked Estep 
Score: -22794660.000000 Penalty: 5994.442871
	Iteration 36Q: 3 clusters Score -2.279466e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 176553 members 
Entering Unmasked Estep 
Score: -22794660.000000 Penalty: 5994.442871
	Iteration 37Q: 3 clusters Score -2.279466e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 176552 members 
Entering Unmasked Estep 
Score: -22794666.000000 Penalty: 5994.442871
	Iteration 38Q: 3 clusters Score -2.279467e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 176550 members 
Entering Unmasked Estep 
Score: -22794666.000000 Penalty: 5994.442871
	Iteration 39Q: 3 clusters Score -2.279467e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 176550 members 
Entering Unmasked Estep 
Score: -22794666.000000 Penalty: 5994.442871
	Iteration 40F: 3 clusters Score -2.279467e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Entering Unmasked Estep 
Score: -38759.667969 Penalty: 1470.538086
	Iteration 0F: 2 clusters Score -38759.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -37553.582031 Penalty: 2941.076172
	Iteration 0F: 3 clusters Score -37553.58 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -38052.566406 Penalty: 2941.076172
	Iteration 1F: 3 clusters Score -38052.57 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -38413.902344 Penalty: 2941.076172
	Iteration 2F: 3 clusters Score -38413.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -38674.628906 Penalty: 2941.076172
	Iteration 3F: 3 clusters Score -38674.63 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -38934.718750 Penalty: 2941.076172
	Iteration 4Q: 3 clusters Score -38934.72 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -39104.097656 Penalty: 2941.076172
	Iteration 5Q: 3 clusters Score -39104.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -39271.921875 Penalty: 2941.076172
	Iteration 6Q: 3 clusters Score -39271.92 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -39378.472656 Penalty: 2941.076172
	Iteration 7Q: 3 clusters Score -39378.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -39465.886719 Penalty: 2941.076172
	Iteration 8Q: 3 clusters Score -39465.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -39491.214844 Penalty: 2941.076172
	Iteration 9Q: 3 clusters Score -39491.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -39504.136719 Penalty: 2941.076172
	Iteration 10Q: 3 clusters Score -39504.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -39517.292969 Penalty: 2941.076172
	Iteration 11Q: 3 clusters Score -39517.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -39517.292969 Penalty: 2941.076172
	Iteration 12F: 3 clusters Score -39517.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 51422 members 
Mstep: Class 3 contains 5250 members 
Mstep: Class 4 contains 27292 members 
Mstep: Class 5 contains 9231 members 
Mstep: Class 6 contains 4493 members 
Mstep: Class 7 contains 26736 members 
Mstep: Class 8 contains 475 members 
Mstep: Class 9 contains 5991 members 
Mstep: Class 10 contains 2843 members 
Mstep: Class 11 contains 38151 members 
Mstep: Class 12 contains 23714 members 
Mstep: Class 13 contains 215680 members 
Mstep: Class 14 contains 41267 members 
Mstep: Class 15 contains 1051 members 
Mstep: Class 16 contains 28237 members 
Mstep: Class 17 contains 9832 members 
Mstep: Class 18 contains 14255 members 
Mstep: Class 19 contains 62494 members 
Mstep: Class 20 contains 11141 members 
Mstep: Class 21 contains 15963 members 
Mstep: Class 22 contains 2966 members 
Mstep: Class 23 contains 2562 members 
Mstep: Class 24 contains 18621 members 
Mstep: Class 25 contains 2046 members 
Mstep: Class 26 contains 19596 members 
Mstep: Class 27 contains 6158 members 
Mstep: Class 28 contains 4157 members 
Mstep: Class 29 contains 38347 members 
Mstep: Class 30 contains 4488 members 
Mstep: Class 31 contains 375 members 
Mstep: Class 32 contains 504 members 
Mstep: Class 33 contains 46933 members 
Mstep: Class 34 contains 641 members 
Mstep: Class 35 contains 8137 members 
Mstep: Class 36 contains 2463 members 
Mstep: Class 37 contains 164832 members 
Mstep: Class 38 contains 8893 members 
Mstep: Class 39 contains 4265 members 
Mstep: Class 40 contains 5251 members 
Mstep: Class 41 contains 2865 members 
Mstep: Class 42 contains 3636 members 
Mstep: Class 43 contains 531 members 
Mstep: Class 44 contains 3473 members 
Mstep: Class 45 contains 1905 members 
Mstep: Class 46 contains 597 members 
Mstep: Class 47 contains 4873 members 
Mstep: Class 48 contains 5043 members 
Mstep: Class 49 contains 4237 members 
Mstep: Class 50 contains 5947 members 
Mstep: Class 51 contains 177295 members 
Mstep: Class 52 contains 169 members 
Mstep: Class 53 contains 759 members 
Mstep: Class 54 contains 1349 members 
Mstep: Class 55 contains 4096 members 
Mstep: Class 56 contains 1752 members 
Mstep: Class 57 contains 164 members 
Mstep: Class 58 contains 6720 members 
Mstep: Class 59 contains 3983 members 
Mstep: Class 60 contains 17966 members 
Mstep: Class 61 contains 279 members 
Mstep: Class 62 contains 896 members 
Mstep: Class 63 contains 797 members 
Mstep: Class 64 contains 465 members 
Mstep: Class 65 contains 1143 members 
Mstep: Class 66 contains 207 members 
Entering Unmasked Estep 
Score: -147520720.000000 Penalty: 228955.437500
Splitting cluster 52 changes total score from -147511968.000000 to -147520720.000000
So it's getting split into cluster 66.
Entering ConstructFrom: 
Trying to split cluster 53 (759 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Entering Unmasked Estep 
Score: -93578.132812 Penalty: 1644.736450
	Iteration 0F: 2 clusters Score -93578.13 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -92002.781250 Penalty: 3289.472900
	Iteration 0F: 3 clusters Score -92002.78 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -93187.179688 Penalty: 3289.472900
	Iteration 1F: 3 clusters Score -93187.18 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -94149.226562 Penalty: 3289.472900
	Iteration 2F: 3 clusters Score -94149.23 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -94838.875000 Penalty: 3289.472900
	Iteration 3F: 3 clusters Score -94838.88 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -94937.320312 Penalty: 3289.472900
	Iteration 4Q: 3 clusters Score -94937.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -94993.023438 Penalty: 3289.472900
	Iteration 5Q: 3 clusters Score -94993.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -95036.210938 Penalty: 3289.472900
	Iteration 6Q: 3 clusters Score -95036.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -95062.453125 Penalty: 3289.472900
	Iteration 7Q: 3 clusters Score -95062.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -95065.453125 Penalty: 3289.472900
	Iteration 8Q: 3 clusters Score -95065.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -95065.453125 Penalty: 3289.472900
	Iteration 9F: 3 clusters Score -95065.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 51422 members 
Mstep: Class 3 contains 5250 members 
Mstep: Class 4 contains 27292 members 
Mstep: Class 5 contains 9231 members 
Mstep: Class 6 contains 4493 members 
Mstep: Class 7 contains 26736 members 
Mstep: Class 8 contains 475 members 
Mstep: Class 9 contains 5991 members 
Mstep: Class 10 contains 2843 members 
Mstep: Class 11 contains 38151 members 
Mstep: Class 12 contains 23714 members 
Mstep: Class 13 contains 215680 members 
Mstep: Class 14 contains 41267 members 
Mstep: Class 15 contains 1051 members 
Mstep: Class 16 contains 28237 members 
Mstep: Class 17 contains 9832 members 
Mstep: Class 18 contains 14255 members 
Mstep: Class 19 contains 62494 members 
Mstep: Class 20 contains 11141 members 
Mstep: Class 21 contains 15963 members 
Mstep: Class 22 contains 2966 members 
Mstep: Class 23 contains 2562 members 
Mstep: Class 24 contains 18621 members 
Mstep: Class 25 contains 2046 members 
Mstep: Class 26 contains 19596 members 
Mstep: Class 27 contains 6158 members 
Mstep: Class 28 contains 4157 members 
Mstep: Class 29 contains 38347 members 
Mstep: Class 30 contains 4488 members 
Mstep: Class 31 contains 375 members 
Mstep: Class 32 contains 504 members 
Mstep: Class 33 contains 46933 members 
Mstep: Class 34 contains 641 members 
Mstep: Class 35 contains 8137 members 
Mstep: Class 36 contains 2463 members 
Mstep: Class 37 contains 164832 members 
Mstep: Class 38 contains 8893 members 
Mstep: Class 39 contains 4265 members 
Mstep: Class 40 contains 5251 members 
Mstep: Class 41 contains 2865 members 
Mstep: Class 42 contains 3636 members 
Mstep: Class 43 contains 531 members 
Mstep: Class 44 contains 3473 members 
Mstep: Class 45 contains 1905 members 
Mstep: Class 46 contains 597 members 
Mstep: Class 47 contains 4873 members 
Mstep: Class 48 contains 5043 members 
Mstep: Class 49 contains 4237 members 
Mstep: Class 50 contains 5947 members 
Mstep: Class 51 contains 177295 members 
Mstep: Class 52 contains 169 members 
Mstep: Class 53 contains 354 members 
Mstep: Class 54 contains 1349 members 
Mstep: Class 55 contains 4096 members 
Mstep: Class 56 contains 1752 members 
Mstep: Class 57 contains 164 members 
Mstep: Class 58 contains 6720 members 
Mstep: Class 59 contains 3983 members 
Mstep: Class 60 contains 17966 members 
Mstep: Class 61 contains 279 members 
Mstep: Class 62 contains 896 members 
Mstep: Class 63 contains 797 members 
Mstep: Class 64 contains 465 members 
Mstep: Class 65 contains 1143 members 
Mstep: Class 66 contains 207 members 
Mstep: Class 67 contains 405 members 
Entering Unmasked Estep 
Score: -147520384.000000 Penalty: 232424.468750
Splitting cluster 53 changes total score from -147511968.000000 to -147520384.000000
So it's getting split into cluster 67.
Entering ConstructFrom: 
Trying to split cluster 54 (1349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Entering Unmasked Estep 
Score: -191312.609375 Penalty: 1787.365479
	Iteration 0F: 2 clusters Score -191312.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -189412.703125 Penalty: 3574.730957
	Iteration 0F: 3 clusters Score -189412.7 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -191166.656250 Penalty: 3574.730957
	Iteration 1F: 3 clusters Score -191166.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -192242.750000 Penalty: 3574.730957
	Iteration 2F: 3 clusters Score -192242.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -193317.312500 Penalty: 3574.730957
	Iteration 3F: 3 clusters Score -193317.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -193833.484375 Penalty: 3574.730957
	Iteration 4Q: 3 clusters Score -193833.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -194021.781250 Penalty: 3574.730957
	Iteration 5Q: 3 clusters Score -194021.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -194155.656250 Penalty: 3574.730957
	Iteration 6Q: 3 clusters Score -194155.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -194164.890625 Penalty: 3574.730957
	Iteration 7Q: 3 clusters Score -194164.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -194164.890625 Penalty: 3574.730957
	Iteration 8F: 3 clusters Score -194164.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 51422 members 
Mstep: Class 3 contains 5250 members 
Mstep: Class 4 contains 27292 members 
Mstep: Class 5 contains 9231 members 
Mstep: Class 6 contains 4493 members 
Mstep: Class 7 contains 26736 members 
Mstep: Class 8 contains 475 members 
Mstep: Class 9 contains 5991 members 
Mstep: Class 10 contains 2843 members 
Mstep: Class 11 contains 38151 members 
Mstep: Class 12 contains 23714 members 
Mstep: Class 13 contains 215680 members 
Mstep: Class 14 contains 41267 members 
Mstep: Class 15 contains 1051 members 
Mstep: Class 16 contains 28237 members 
Mstep: Class 17 contains 9832 members 
Mstep: Class 18 contains 14255 members 
Mstep: Class 19 contains 62494 members 
Mstep: Class 20 contains 11141 members 
Mstep: Class 21 contains 15963 members 
Mstep: Class 22 contains 2966 members 
Mstep: Class 23 contains 2562 members 
Mstep: Class 24 contains 18621 members 
Mstep: Class 25 contains 2046 members 
Mstep: Class 26 contains 19596 members 
Mstep: Class 27 contains 6158 members 
Mstep: Class 28 contains 4157 members 
Mstep: Class 29 contains 38347 members 
Mstep: Class 30 contains 4488 members 
Mstep: Class 31 contains 375 members 
Mstep: Class 32 contains 504 members 
Mstep: Class 33 contains 46933 members 
Mstep: Class 34 contains 641 members 
Mstep: Class 35 contains 8137 members 
Mstep: Class 36 contains 2463 members 
Mstep: Class 37 contains 164832 members 
Mstep: Class 38 contains 8893 members 
Mstep: Class 39 contains 4265 members 
Mstep: Class 40 contains 5251 members 
Mstep: Class 41 contains 2865 members 
Mstep: Class 42 contains 3636 members 
Mstep: Class 43 contains 531 members 
Mstep: Class 44 contains 3473 members 
Mstep: Class 45 contains 1905 members 
Mstep: Class 46 contains 597 members 
Mstep: Class 47 contains 4873 members 
Mstep: Class 48 contains 5043 members 
Mstep: Class 49 contains 4237 members 
Mstep: Class 50 contains 5947 members 
Mstep: Class 51 contains 177295 members 
Mstep: Class 52 contains 169 members 
Mstep: Class 53 contains 354 members 
Mstep: Class 54 contains 696 members 
Mstep: Class 55 contains 4096 members 
Mstep: Class 56 contains 1752 members 
Mstep: Class 57 contains 164 members 
Mstep: Class 58 contains 6720 members 
Mstep: Class 59 contains 3983 members 
Mstep: Class 60 contains 17966 members 
Mstep: Class 61 contains 279 members 
Mstep: Class 62 contains 896 members 
Mstep: Class 63 contains 797 members 
Mstep: Class 64 contains 465 members 
Mstep: Class 65 contains 1143 members 
Mstep: Class 66 contains 207 members 
Mstep: Class 67 contains 405 members 
Mstep: Class 68 contains 653 members 
Entering Unmasked Estep 
Score: -147521456.000000 Penalty: 235893.484375
Splitting cluster 54 changes total score from -147511968.000000 to -147521456.000000
So it's getting split into cluster 68.
Entering ConstructFrom: 
Trying to split cluster 55 (4096 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Entering Unmasked Estep 
Score: -523511.562500 Penalty: 2062.805908
	Iteration 0F: 2 clusters Score -523511.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -519533.125000 Penalty: 4125.611816
	Iteration 0F: 3 clusters Score -519533.1 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -520381.906250 Penalty: 4125.611816
	Iteration 1F: 3 clusters Score -520381.9 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -520566.093750 Penalty: 4125.611816
	Iteration 2F: 3 clusters Score -520566.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -520666.281250 Penalty: 4125.611816
	Iteration 3Q: 3 clusters Score -520666.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -520730.531250 Penalty: 4125.611816
	Iteration 4Q: 3 clusters Score -520730.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -520783.312500 Penalty: 4125.611816
	Iteration 5Q: 3 clusters Score -520783.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -520820.500000 Penalty: 4125.611816
	Iteration 6Q: 3 clusters Score -520820.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -520847.437500 Penalty: 4125.611816
	Iteration 7Q: 3 clusters Score -520847.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -520864.593750 Penalty: 4125.611816
	Iteration 8Q: 3 clusters Score -520864.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -520874.562500 Penalty: 4125.611816
	Iteration 9Q: 3 clusters Score -520874.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -520885.875000 Penalty: 4125.611816
	Iteration 10Q: 3 clusters Score -520885.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -520897.500000 Penalty: 4125.611816
	Iteration 11Q: 3 clusters Score -520897.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -520911.625000 Penalty: 4125.611816
	Iteration 12Q: 3 clusters Score -520911.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -520926.843750 Penalty: 4125.611816
	Iteration 13Q: 3 clusters Score -520926.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -520943.812500 Penalty: 4125.611816
	Iteration 14Q: 3 clusters Score -520943.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -520971.656250 Penalty: 4125.611816
	Iteration 15Q: 3 clusters Score -520971.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -521014.000000 Penalty: 4125.611816
	Iteration 16Q: 3 clusters Score -521014 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -521049.281250 Penalty: 4125.611816
	Iteration 17Q: 3 clusters Score -521049.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -521090.750000 Penalty: 4125.611816
	Iteration 18Q: 3 clusters Score -521090.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -521123.781250 Penalty: 4125.611816
	Iteration 19Q: 3 clusters Score -521123.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -521151.593750 Penalty: 4125.611816
	Iteration 20F: 3 clusters Score -521151.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -521178.343750 Penalty: 4125.611816
	Iteration 21Q: 3 clusters Score -521178.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -521203.937500 Penalty: 4125.611816
	Iteration 22Q: 3 clusters Score -521203.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -521225.625000 Penalty: 4125.611816
	Iteration 23Q: 3 clusters Score -521225.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -521243.000000 Penalty: 4125.611816
	Iteration 24Q: 3 clusters Score -521243 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -521260.468750 Penalty: 4125.611816
	Iteration 25Q: 3 clusters Score -521260.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -521279.406250 Penalty: 4125.611816
	Iteration 26Q: 3 clusters Score -521279.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -521294.093750 Penalty: 4125.611816
	Iteration 27Q: 3 clusters Score -521294.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -521311.281250 Penalty: 4125.611816
	Iteration 28Q: 3 clusters Score -521311.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -521325.500000 Penalty: 4125.611816
	Iteration 29Q: 3 clusters Score -521325.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -521337.437500 Penalty: 4125.611816
	Iteration 30Q: 3 clusters Score -521337.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -521346.093750 Penalty: 4125.611816
	Iteration 31Q: 3 clusters Score -521346.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -521353.437500 Penalty: 4125.611816
	Iteration 32Q: 3 clusters Score -521353.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -521360.593750 Penalty: 4125.611816
	Iteration 33Q: 3 clusters Score -521360.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -521362.906250 Penalty: 4125.611816
	Iteration 34Q: 3 clusters Score -521362.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -521366.968750 Penalty: 4125.611816
	Iteration 35Q: 3 clusters Score -521367 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -521373.687500 Penalty: 4125.611816
	Iteration 36Q: 3 clusters Score -521373.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -521380.281250 Penalty: 4125.611816
	Iteration 37Q: 3 clusters Score -521380.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -521386.500000 Penalty: 4125.611816
	Iteration 38Q: 3 clusters Score -521386.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -521394.937500 Penalty: 4125.611816
	Iteration 39Q: 3 clusters Score -521394.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -521405.218750 Penalty: 4125.611816
	Iteration 40F: 3 clusters Score -521405.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -521415.000000 Penalty: 4125.611816
	Iteration 41Q: 3 clusters Score -521415 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -521427.093750 Penalty: 4125.611816
	Iteration 42Q: 3 clusters Score -521427.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -521434.187500 Penalty: 4125.611816
	Iteration 43Q: 3 clusters Score -521434.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -521444.031250 Penalty: 4125.611816
	Iteration 44Q: 3 clusters Score -521444 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -521452.031250 Penalty: 4125.611816
	Iteration 45Q: 3 clusters Score -521452 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -521463.656250 Penalty: 4125.611816
	Iteration 46Q: 3 clusters Score -521463.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -521479.062500 Penalty: 4125.611816
	Iteration 47Q: 3 clusters Score -521479.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -521494.687500 Penalty: 4125.611816
	Iteration 48Q: 3 clusters Score -521494.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -521512.031250 Penalty: 4125.611816
	Iteration 49Q: 3 clusters Score -521512 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -521530.062500 Penalty: 4125.611816
	Iteration 50Q: 3 clusters Score -521530.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -521552.156250 Penalty: 4125.611816
	Iteration 51Q: 3 clusters Score -521552.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -521584.625000 Penalty: 4125.611816
	Iteration 52Q: 3 clusters Score -521584.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -521611.093750 Penalty: 4125.611816
	Iteration 53Q: 3 clusters Score -521611.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -521641.687500 Penalty: 4125.611816
	Iteration 54Q: 3 clusters Score -521641.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -521682.500000 Penalty: 4125.611816
	Iteration 55Q: 3 clusters Score -521682.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -521715.937500 Penalty: 4125.611816
	Iteration 56Q: 3 clusters Score -521715.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -521750.843750 Penalty: 4125.611816
	Iteration 57Q: 3 clusters Score -521750.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -521789.437500 Penalty: 4125.611816
	Iteration 58Q: 3 clusters Score -521789.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -521816.562500 Penalty: 4125.611816
	Iteration 59Q: 3 clusters Score -521816.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -521834.187500 Penalty: 4125.611816
	Iteration 60F: 3 clusters Score -521834.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -521853.000000 Penalty: 4125.611816
	Iteration 61Q: 3 clusters Score -521853 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -521867.375000 Penalty: 4125.611816
	Iteration 62Q: 3 clusters Score -521867.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -521881.843750 Penalty: 4125.611816
	Iteration 63Q: 3 clusters Score -521881.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -521898.187500 Penalty: 4125.611816
	Iteration 64Q: 3 clusters Score -521898.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -521910.406250 Penalty: 4125.611816
	Iteration 65Q: 3 clusters Score -521910.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -521920.875000 Penalty: 4125.611816
	Iteration 66Q: 3 clusters Score -521920.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -521927.906250 Penalty: 4125.611816
	Iteration 67Q: 3 clusters Score -521927.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -521933.062500 Penalty: 4125.611816
	Iteration 68Q: 3 clusters Score -521933.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -521934.906250 Penalty: 4125.611816
	Iteration 69Q: 3 clusters Score -521934.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -521938.437500 Penalty: 4125.611816
	Iteration 70Q: 3 clusters Score -521938.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -521944.906250 Penalty: 4125.611816
	Iteration 71Q: 3 clusters Score -521944.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -521953.625000 Penalty: 4125.611816
	Iteration 72Q: 3 clusters Score -521953.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -521960.468750 Penalty: 4125.611816
	Iteration 73Q: 3 clusters Score -521960.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -521969.437500 Penalty: 4125.611816
	Iteration 74Q: 3 clusters Score -521969.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -521973.531250 Penalty: 4125.611816
	Iteration 75Q: 3 clusters Score -521973.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -521980.750000 Penalty: 4125.611816
	Iteration 76Q: 3 clusters Score -521980.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -521985.718750 Penalty: 4125.611816
	Iteration 77Q: 3 clusters Score -521985.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -521989.781250 Penalty: 4125.611816
	Iteration 78Q: 3 clusters Score -521989.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -521993.468750 Penalty: 4125.611816
	Iteration 79Q: 3 clusters Score -521993.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -522001.656250 Penalty: 4125.611816
	Iteration 80F: 3 clusters Score -522001.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -522006.031250 Penalty: 4125.611816
	Iteration 81Q: 3 clusters Score -522006 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -522007.656250 Penalty: 4125.611816
	Iteration 82Q: 3 clusters Score -522007.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -522009.781250 Penalty: 4125.611816
	Iteration 83Q: 3 clusters Score -522009.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -522010.500000 Penalty: 4125.611816
	Iteration 84Q: 3 clusters Score -522010.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -522012.406250 Penalty: 4125.611816
	Iteration 85Q: 3 clusters Score -522012.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -522012.562500 Penalty: 4125.611816
	Iteration 86Q: 3 clusters Score -522012.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -522013.000000 Penalty: 4125.611816
	Iteration 87Q: 3 clusters Score -522013 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -522013.375000 Penalty: 4125.611816
	Iteration 88Q: 3 clusters Score -522013.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -522014.593750 Penalty: 4125.611816
	Iteration 89Q: 3 clusters Score -522014.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -522015.718750 Penalty: 4125.611816
	Iteration 90Q: 3 clusters Score -522015.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -522016.937500 Penalty: 4125.611816
	Iteration 91Q: 3 clusters Score -522016.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -522019.531250 Penalty: 4125.611816
	Iteration 92Q: 3 clusters Score -522019.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -522020.718750 Penalty: 4125.611816
	Iteration 93Q: 3 clusters Score -522020.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -522022.281250 Penalty: 4125.611816
	Iteration 94Q: 3 clusters Score -522022.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -522022.687500 Penalty: 4125.611816
	Iteration 95Q: 3 clusters Score -522022.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -522023.812500 Penalty: 4125.611816
	Iteration 96Q: 3 clusters Score -522023.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -522024.437500 Penalty: 4125.611816
	Iteration 97Q: 3 clusters Score -522024.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -522025.468750 Penalty: 4125.611816
	Iteration 98Q: 3 clusters Score -522025.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -522025.437500 Penalty: 4125.611816
	Iteration 99Q: 3 clusters Score -522025.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -522025.093750 Penalty: 4125.611816
	Iteration 100F: 3 clusters Score -522025.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -522026.312500 Penalty: 4125.611816
	Iteration 101Q: 3 clusters Score -522026.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -522026.312500 Penalty: 4125.611816
	Iteration 102F: 3 clusters Score -522026.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (1752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Entering Unmasked Estep 
Score: -213571.328125 Penalty: 1852.191406
	Iteration 0F: 2 clusters Score -213571.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -211136.062500 Penalty: 3704.382812
	Iteration 0F: 3 clusters Score -211136.1 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -211580.812500 Penalty: 3704.382812
	Iteration 1F: 3 clusters Score -211580.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -211738.046875 Penalty: 3704.382812
	Iteration 2F: 3 clusters Score -211738 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -211830.437500 Penalty: 3704.382812
	Iteration 3Q: 3 clusters Score -211830.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -211883.812500 Penalty: 3704.382812
	Iteration 4Q: 3 clusters Score -211883.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -211902.984375 Penalty: 3704.382812
	Iteration 5Q: 3 clusters Score -211903 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -211913.968750 Penalty: 3704.382812
	Iteration 6Q: 3 clusters Score -211914 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -211924.671875 Penalty: 3704.382812
	Iteration 7Q: 3 clusters Score -211924.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -211933.875000 Penalty: 3704.382812
	Iteration 8Q: 3 clusters Score -211933.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -211939.093750 Penalty: 3704.382812
	Iteration 9Q: 3 clusters Score -211939.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -211941.921875 Penalty: 3704.382812
	Iteration 10Q: 3 clusters Score -211941.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -211941.921875 Penalty: 3704.382812
	Iteration 11F: 3 clusters Score -211941.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 51422 members 
Mstep: Class 3 contains 5250 members 
Mstep: Class 4 contains 27292 members 
Mstep: Class 5 contains 9231 members 
Mstep: Class 6 contains 4493 members 
Mstep: Class 7 contains 26736 members 
Mstep: Class 8 contains 475 members 
Mstep: Class 9 contains 5991 members 
Mstep: Class 10 contains 2843 members 
Mstep: Class 11 contains 38151 members 
Mstep: Class 12 contains 23714 members 
Mstep: Class 13 contains 215680 members 
Mstep: Class 14 contains 41267 members 
Mstep: Class 15 contains 1051 members 
Mstep: Class 16 contains 28237 members 
Mstep: Class 17 contains 9832 members 
Mstep: Class 18 contains 14255 members 
Mstep: Class 19 contains 62494 members 
Mstep: Class 20 contains 11141 members 
Mstep: Class 21 contains 15963 members 
Mstep: Class 22 contains 2966 members 
Mstep: Class 23 contains 2562 members 
Mstep: Class 24 contains 18621 members 
Mstep: Class 25 contains 2046 members 
Mstep: Class 26 contains 19596 members 
Mstep: Class 27 contains 6158 members 
Mstep: Class 28 contains 4157 members 
Mstep: Class 29 contains 38347 members 
Mstep: Class 30 contains 4488 members 
Mstep: Class 31 contains 375 members 
Mstep: Class 32 contains 504 members 
Mstep: Class 33 contains 46933 members 
Mstep: Class 34 contains 641 members 
Mstep: Class 35 contains 8137 members 
Mstep: Class 36 contains 2463 members 
Mstep: Class 37 contains 164832 members 
Mstep: Class 38 contains 8893 members 
Mstep: Class 39 contains 4265 members 
Mstep: Class 40 contains 5251 members 
Mstep: Class 41 contains 2865 members 
Mstep: Class 42 contains 3636 members 
Mstep: Class 43 contains 531 members 
Mstep: Class 44 contains 3473 members 
Mstep: Class 45 contains 1905 members 
Mstep: Class 46 contains 597 members 
Mstep: Class 47 contains 4873 members 
Mstep: Class 48 contains 5043 members 
Mstep: Class 49 contains 4237 members 
Mstep: Class 50 contains 5947 members 
Mstep: Class 51 contains 177295 members 
Mstep: Class 52 contains 169 members 
Mstep: Class 53 contains 354 members 
Mstep: Class 54 contains 696 members 
Mstep: Class 55 contains 4096 members 
Mstep: Class 56 contains 1752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 66. Lose 3249.357178 but Gain 3469.015625
Score: -147525152.000000 Penalty: 232424.468750
Iteration 159Q: 68 clusters Score -1.475252e+08 nChanged 6237
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 51708 members 
Mstep: Class 3 contains 5251 members 
Mstep: Class 4 contains 27291 members 
Mstep: Class 5 contains 9287 members 
Mstep: Class 6 contains 4493 members 
Mstep: Class 7 contains 26832 members 
Mstep: Class 8 contains 517 members 
Mstep: Class 9 contains 6214 members 
Mstep: Class 10 contains 2846 members 
Mstep: Class 11 contains 38243 members 
Mstep: Class 12 contains 23735 members 
Mstep: Class 13 contains 215691 members 
Mstep: Class 14 contains 41257 members 
Mstep: Class 15 contains 1051 members 
Mstep: Class 16 contains 28178 members 
Mstep: Class 17 contains 9830 members 
Mstep: Class 18 contains 14273 members 
Mstep: Class 19 contains 62498 members 
Mstep: Class 20 contains 11137 members 
Mstep: Class 21 contains 15972 members 
Mstep: Class 22 contains 2968 members 
Mstep: Class 23 contains 2565 members 
Mstep: Class 24 contains 18633 members 
Mstep: Class 25 contains 2046 members 
Mstep: Class 26 contains 19758 members 
Mstep: Class 27 contains 6163 members 
Mstep: Class 28 contains 4156 members 
Mstep: Class 29 contains 38381 members 
Mstep: Class 30 contains 4494 members 
Mstep: Class 31 contains 423 members 
Mstep: Class 32 contains 517 members 
Mstep: Class 33 contains 47448 members 
Mstep: Class 34 contains 646 members 
Mstep: Class 35 contains 8127 members 
Mstep: Class 36 contains 2461 members 
Mstep: Class 37 contains 164822 members 
Mstep: Class 38 contains 8897 members 
Mstep: Class 39 contains 4264 members 
Mstep: Class 40 contains 5257 members 
Mstep: Class 41 contains 2866 members 
Mstep: Class 42 contains 3640 members 
Mstep: Class 43 contains 554 members 
Mstep: Class 44 contains 3473 members 
Mstep: Class 45 contains 1906 members 
Mstep: Class 46 contains 602 members 
Mstep: Class 47 contains 4883 members 
Mstep: Class 48 contains 5133 members 
Mstep: Class 49 contains 4237 members 
Mstep: Class 50 contains 5970 members 
Mstep: Class 51 contains 177370 members 
Mstep: Class 52 contains 182 members 
Mstep: Class 53 contains 360 members 
Mstep: Class 54 contains 680 members 
Mstep: Class 55 contains 4105 members 
Mstep: Class 56 contains 1755 members 
Mstep: Class 57 contains 164 members 
Mstep: Class 58 contains 6236 members 
Mstep: Class 59 contains 3844 members 
Mstep: Class 60 contains 16855 members 
Mstep: Class 61 contains 269 members 
Mstep: Class 62 contains 898 members 
Mstep: Class 63 contains 796 members 
Mstep: Class 64 contains 465 members 
Mstep: Class 65 contains 1140 members 
Mstep: Class 67 contains 404 members 
Mstep: Class 68 contains 652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147529888.000000 Penalty: 232424.468750
Iteration 160F: 68 clusters Score -1.475299e+08 nChanged 5205
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 51827 members 
Mstep: Class 3 contains 5250 members 
Mstep: Class 4 contains 27291 members 
Mstep: Class 5 contains 9192 members 
Mstep: Class 6 contains 4492 members 
Mstep: Class 7 contains 26783 members 
Mstep: Class 8 contains 548 members 
Mstep: Class 9 contains 6353 members 
Mstep: Class 10 contains 2850 members 
Mstep: Class 11 contains 38238 members 
Mstep: Class 12 contains 23702 members 
Mstep: Class 13 contains 215663 members 
Mstep: Class 14 contains 41251 members 
Mstep: Class 15 contains 1042 members 
Mstep: Class 16 contains 28090 members 
Mstep: Class 17 contains 9822 members 
Mstep: Class 18 contains 14279 members 
Mstep: Class 19 contains 62486 members 
Mstep: Class 20 contains 11134 members 
Mstep: Class 21 contains 15990 members 
Mstep: Class 22 contains 2969 members 
Mstep: Class 23 contains 2565 members 
Mstep: Class 24 contains 18602 members 
Mstep: Class 25 contains 2046 members 
Mstep: Class 26 contains 19919 members 
Mstep: Class 27 contains 6133 members 
Mstep: Class 28 contains 4155 members 
Mstep: Class 29 contains 38330 members 
Mstep: Class 30 contains 4496 members 
Mstep: Class 31 contains 443 members 
Mstep: Class 32 contains 510 members 
Mstep: Class 33 contains 46698 members 
Mstep: Class 34 contains 643 members 
Mstep: Class 35 contains 8168 members 
Mstep: Class 36 contains 2460 members 
Mstep: Class 37 contains 164821 members 
Mstep: Class 38 contains 8895 members 
Mstep: Class 39 contains 4259 members 
Mstep: Class 40 contains 5254 members 
Mstep: Class 41 contains 2866 members 
Mstep: Class 42 contains 3643 members 
Mstep: Class 43 contains 544 members 
Mstep: Class 44 contains 3473 members 
Mstep: Class 45 contains 1906 members 
Mstep: Class 46 contains 596 members 
Mstep: Class 47 contains 4893 members 
Mstep: Class 48 contains 5055 members 
Mstep: Class 49 contains 4237 members 
Mstep: Class 50 contains 5975 members 
Mstep: Class 51 contains 177250 members 
Mstep: Class 52 contains 193 members 
Mstep: Class 53 contains 358 members 
Mstep: Class 54 contains 672 members 
Mstep: Class 55 contains 4078 members 
Mstep: Class 56 contains 1765 members 
Mstep: Class 57 contains 165 members 
Mstep: Class 58 contains 6450 members 
Mstep: Class 59 contains 3810 members 
Mstep: Class 60 contains 17458 members 
Mstep: Class 61 contains 278 members 
Mstep: Class 62 contains 936 members 
Mstep: Class 63 contains 790 members 
Mstep: Class 64 contains 472 members 
Mstep: Class 65 contains 1139 members 
Mstep: Class 67 contains 420 members 
Mstep: Class 68 contains 705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147532224.000000 Penalty: 232424.468750
Iteration 161Q: 68 clusters Score -1.475322e+08 nChanged 3355
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 51907 members 
Mstep: Class 3 contains 5250 members 
Mstep: Class 4 contains 27290 members 
Mstep: Class 5 contains 9137 members 
Mstep: Class 6 contains 4491 members 
Mstep: Class 7 contains 26744 members 
Mstep: Class 8 contains 571 members 
Mstep: Class 9 contains 6504 members 
Mstep: Class 10 contains 2855 members 
Mstep: Class 11 contains 38211 members 
Mstep: Class 12 contains 23683 members 
Mstep: Class 13 contains 215635 members 
Mstep: Class 14 contains 41243 members 
Mstep: Class 15 contains 1033 members 
Mstep: Class 16 contains 28025 members 
Mstep: Class 17 contains 9813 members 
Mstep: Class 18 contains 14292 members 
Mstep: Class 19 contains 62466 members 
Mstep: Class 20 contains 11130 members 
Mstep: Class 21 contains 16010 members 
Mstep: Class 22 contains 2969 members 
Mstep: Class 23 contains 2567 members 
Mstep: Class 24 contains 18597 members 
Mstep: Class 25 contains 2049 members 
Mstep: Class 26 contains 20071 members 
Mstep: Class 27 contains 6116 members 
Mstep: Class 28 contains 4155 members 
Mstep: Class 29 contains 38264 members 
Mstep: Class 30 contains 4494 members 
Mstep: Class 31 contains 457 members 
Mstep: Class 32 contains 510 members 
Mstep: Class 33 contains 46036 members 
Mstep: Class 34 contains 642 members 
Mstep: Class 35 contains 8247 members 
Mstep: Class 36 contains 2460 members 
Mstep: Class 37 contains 164828 members 
Mstep: Class 38 contains 8890 members 
Mstep: Class 39 contains 4247 members 
Mstep: Class 40 contains 5251 members 
Mstep: Class 41 contains 2872 members 
Mstep: Class 42 contains 3647 members 
Mstep: Class 43 contains 549 members 
Mstep: Class 44 contains 3473 members 
Mstep: Class 45 contains 1906 members 
Mstep: Class 46 contains 589 members 
Mstep: Class 47 contains 4902 members 
Mstep: Class 48 contains 5041 members 
Mstep: Class 49 contains 4237 members 
Mstep: Class 50 contains 5993 members 
Mstep: Class 51 contains 177181 members 
Mstep: Class 52 contains 200 members 
Mstep: Class 53 contains 359 members 
Mstep: Class 54 contains 664 members 
Mstep: Class 55 contains 4064 members 
Mstep: Class 56 contains 1779 members 
Mstep: Class 57 contains 166 members 
Mstep: Class 58 contains 6632 members 
Mstep: Class 59 contains 3794 members 
Mstep: Class 60 contains 17845 members 
Mstep: Class 61 contains 267 members 
Mstep: Class 62 contains 949 members 
Mstep: Class 63 contains 789 members 
Mstep: Class 64 contains 472 members 
Mstep: Class 65 contains 1139 members 
Mstep: Class 67 contains 427 members 
Mstep: Class 68 contains 712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147532960.000000 Penalty: 232424.468750
Iteration 162Q: 68 clusters Score -1.47533e+08 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 51959 members 
Mstep: Class 3 contains 5250 members 
Mstep: Class 4 contains 27289 members 
Mstep: Class 5 contains 9100 members 
Mstep: Class 6 contains 4492 members 
Mstep: Class 7 contains 26713 members 
Mstep: Class 8 contains 583 members 
Mstep: Class 9 contains 6683 members 
Mstep: Class 10 contains 2863 members 
Mstep: Class 11 contains 38181 members 
Mstep: Class 12 contains 23666 members 
Mstep: Class 13 contains 215613 members 
Mstep: Class 14 contains 41236 members 
Mstep: Class 15 contains 1033 members 
Mstep: Class 16 contains 28000 members 
Mstep: Class 17 contains 9802 members 
Mstep: Class 18 contains 14287 members 
Mstep: Class 19 contains 62456 members 
Mstep: Class 20 contains 11130 members 
Mstep: Class 21 contains 16023 members 
Mstep: Class 22 contains 2969 members 
Mstep: Class 23 contains 2568 members 
Mstep: Class 24 contains 18583 members 
Mstep: Class 25 contains 2052 members 
Mstep: Class 26 contains 20212 members 
Mstep: Class 27 contains 6113 members 
Mstep: Class 28 contains 4155 members 
Mstep: Class 29 contains 38203 members 
Mstep: Class 30 contains 4492 members 
Mstep: Class 31 contains 466 members 
Mstep: Class 32 contains 511 members 
Mstep: Class 33 contains 45490 members 
Mstep: Class 34 contains 641 members 
Mstep: Class 35 contains 8304 members 
Mstep: Class 36 contains 2459 members 
Mstep: Class 37 contains 164838 members 
Mstep: Class 38 contains 8878 members 
Mstep: Class 39 contains 4243 members 
Mstep: Class 40 contains 5254 members 
Mstep: Class 41 contains 2875 members 
Mstep: Class 42 contains 3651 members 
Mstep: Class 43 contains 550 members 
Mstep: Class 44 contains 3473 members 
Mstep: Class 45 contains 1907 members 
Mstep: Class 46 contains 579 members 
Mstep: Class 47 contains 4903 members 
Mstep: Class 48 contains 5034 members 
Mstep: Class 49 contains 4237 members 
Mstep: Class 50 contains 6005 members 
Mstep: Class 51 contains 177110 members 
Mstep: Class 52 contains 204 members 
Mstep: Class 53 contains 359 members 
Mstep: Class 54 contains 662 members 
Mstep: Class 55 contains 4052 members 
Mstep: Class 56 contains 1792 members 
Mstep: Class 57 contains 167 members 
Mstep: Class 58 contains 6751 members 
Mstep: Class 59 contains 3790 members 
Mstep: Class 60 contains 18145 members 
Mstep: Class 61 contains 260 members 
Mstep: Class 62 contains 952 members 
Mstep: Class 63 contains 788 members 
Mstep: Class 64 contains 474 members 
Mstep: Class 65 contains 1139 members 
Mstep: Class 67 contains 428 members 
Mstep: Class 68 contains 713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147533712.000000 Penalty: 232424.468750
Iteration 163Q: 68 clusters Score -1.475337e+08 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 52004 members 
Mstep: Class 3 contains 5250 members 
Mstep: Class 4 contains 27289 members 
Mstep: Class 5 contains 9054 members 
Mstep: Class 6 contains 4492 members 
Mstep: Class 7 contains 26678 members 
Mstep: Class 8 contains 595 members 
Mstep: Class 9 contains 6841 members 
Mstep: Class 10 contains 2867 members 
Mstep: Class 11 contains 38160 members 
Mstep: Class 12 contains 23649 members 
Mstep: Class 13 contains 215601 members 
Mstep: Class 14 contains 41224 members 
Mstep: Class 15 contains 1036 members 
Mstep: Class 16 contains 28002 members 
Mstep: Class 17 contains 9791 members 
Mstep: Class 18 contains 14285 members 
Mstep: Class 19 contains 62443 members 
Mstep: Class 20 contains 11122 members 
Mstep: Class 21 contains 16036 members 
Mstep: Class 22 contains 2970 members 
Mstep: Class 23 contains 2568 members 
Mstep: Class 24 contains 18587 members 
Mstep: Class 25 contains 2055 members 
Mstep: Class 26 contains 20339 members 
Mstep: Class 27 contains 6113 members 
Mstep: Class 28 contains 4155 members 
Mstep: Class 29 contains 38155 members 
Mstep: Class 30 contains 4493 members 
Mstep: Class 31 contains 474 members 
Mstep: Class 32 contains 506 members 
Mstep: Class 33 contains 44967 members 
Mstep: Class 34 contains 639 members 
Mstep: Class 35 contains 8370 members 
Mstep: Class 36 contains 2459 members 
Mstep: Class 37 contains 164829 members 
Mstep: Class 38 contains 8876 members 
Mstep: Class 39 contains 4226 members 
Mstep: Class 40 contains 5254 members 
Mstep: Class 41 contains 2879 members 
Mstep: Class 42 contains 3655 members 
Mstep: Class 43 contains 552 members 
Mstep: Class 44 contains 3473 members 
Mstep: Class 45 contains 1907 members 
Mstep: Class 46 contains 569 members 
Mstep: Class 47 contains 4909 members 
Mstep: Class 48 contains 5027 members 
Mstep: Class 49 contains 4237 members 
Mstep: Class 50 contains 6023 members 
Mstep: Class 51 contains 177034 members 
Mstep: Class 52 contains 208 members 
Mstep: Class 53 contains 359 members 
Mstep: Class 54 contains 663 members 
Mstep: Class 55 contains 4044 members 
Mstep: Class 56 contains 1808 members 
Mstep: Class 57 contains 171 members 
Mstep: Class 58 contains 6837 members 
Mstep: Class 59 contains 3776 members 
Mstep: Class 60 contains 18447 members 
Mstep: Class 61 contains 256 members 
Mstep: Class 62 contains 959 members 
Mstep: Class 63 contains 786 members 
Mstep: Class 64 contains 479 members 
Mstep: Class 65 contains 1139 members 
Mstep: Class 67 contains 430 members 
Mstep: Class 68 contains 714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147534608.000000 Penalty: 232424.468750
Iteration 164Q: 68 clusters Score -1.475346e+08 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 52051 members 
Mstep: Class 3 contains 5250 members 
Mstep: Class 4 contains 27291 members 
Mstep: Class 5 contains 9016 members 
Mstep: Class 6 contains 4492 members 
Mstep: Class 7 contains 26653 members 
Mstep: Class 8 contains 613 members 
Mstep: Class 9 contains 7004 members 
Mstep: Class 10 contains 2874 members 
Mstep: Class 11 contains 38117 members 
Mstep: Class 12 contains 23641 members 
Mstep: Class 13 contains 215599 members 
Mstep: Class 14 contains 41213 members 
Mstep: Class 15 contains 1033 members 
Mstep: Class 16 contains 27991 members 
Mstep: Class 17 contains 9778 members 
Mstep: Class 18 contains 14290 members 
Mstep: Class 19 contains 62423 members 
Mstep: Class 20 contains 11116 members 
Mstep: Class 21 contains 16051 members 
Mstep: Class 22 contains 2970 members 
Mstep: Class 23 contains 2569 members 
Mstep: Class 24 contains 18599 members 
Mstep: Class 25 contains 2055 members 
Mstep: Class 26 contains 20455 members 
Mstep: Class 27 contains 6113 members 
Mstep: Class 28 contains 4155 members 
Mstep: Class 29 contains 38110 members 
Mstep: Class 30 contains 4492 members 
Mstep: Class 31 contains 479 members 
Mstep: Class 32 contains 497 members 
Mstep: Class 33 contains 44538 members 
Mstep: Class 34 contains 639 members 
Mstep: Class 35 contains 8435 members 
Mstep: Class 36 contains 2459 members 
Mstep: Class 37 contains 164812 members 
Mstep: Class 38 contains 8864 members 
Mstep: Class 39 contains 4224 members 
Mstep: Class 40 contains 5251 members 
Mstep: Class 41 contains 2881 members 
Mstep: Class 42 contains 3656 members 
Mstep: Class 43 contains 552 members 
Mstep: Class 44 contains 3472 members 
Mstep: Class 45 contains 1907 members 
Mstep: Class 46 contains 554 members 
Mstep: Class 47 contains 4914 members 
Mstep: Class 48 contains 5024 members 
Mstep: Class 49 contains 4239 members 
Mstep: Class 50 contains 6033 members 
Mstep: Class 51 contains 176957 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 359 members 
Mstep: Class 54 contains 663 members 
Mstep: Class 55 contains 4035 members 
Mstep: Class 56 contains 1832 members 
Mstep: Class 57 contains 175 members 
Mstep: Class 58 contains 6924 members 
Mstep: Class 59 contains 3763 members 
Mstep: Class 60 contains 18655 members 
Mstep: Class 61 contains 254 members 
Mstep: Class 62 contains 966 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 487 members 
Mstep: Class 65 contains 1139 members 
Mstep: Class 67 contains 430 members 
Mstep: Class 68 contains 716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147535296.000000 Penalty: 232424.468750
Iteration 165Q: 68 clusters Score -1.475353e+08 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 52061 members 
Mstep: Class 3 contains 5252 members 
Mstep: Class 4 contains 27291 members 
Mstep: Class 5 contains 9000 members 
Mstep: Class 6 contains 4492 members 
Mstep: Class 7 contains 26631 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 7162 members 
Mstep: Class 10 contains 2884 members 
Mstep: Class 11 contains 38064 members 
Mstep: Class 12 contains 23624 members 
Mstep: Class 13 contains 215594 members 
Mstep: Class 14 contains 41197 members 
Mstep: Class 15 contains 1034 members 
Mstep: Class 16 contains 27996 members 
Mstep: Class 17 contains 9763 members 
Mstep: Class 18 contains 14290 members 
Mstep: Class 19 contains 62409 members 
Mstep: Class 20 contains 11109 members 
Mstep: Class 21 contains 16069 members 
Mstep: Class 22 contains 2971 members 
Mstep: Class 23 contains 2569 members 
Mstep: Class 24 contains 18604 members 
Mstep: Class 25 contains 2057 members 
Mstep: Class 26 contains 20534 members 
Mstep: Class 27 contains 6113 members 
Mstep: Class 28 contains 4155 members 
Mstep: Class 29 contains 38070 members 
Mstep: Class 30 contains 4491 members 
Mstep: Class 31 contains 479 members 
Mstep: Class 32 contains 491 members 
Mstep: Class 33 contains 44143 members 
Mstep: Class 34 contains 639 members 
Mstep: Class 35 contains 8491 members 
Mstep: Class 36 contains 2459 members 
Mstep: Class 37 contains 164798 members 
Mstep: Class 38 contains 8846 members 
Mstep: Class 39 contains 4226 members 
Mstep: Class 40 contains 5250 members 
Mstep: Class 41 contains 2881 members 
Mstep: Class 42 contains 3657 members 
Mstep: Class 43 contains 552 members 
Mstep: Class 44 contains 3470 members 
Mstep: Class 45 contains 1907 members 
Mstep: Class 46 contains 525 members 
Mstep: Class 47 contains 4921 members 
Mstep: Class 48 contains 5018 members 
Mstep: Class 49 contains 4240 members 
Mstep: Class 50 contains 6039 members 
Mstep: Class 51 contains 176931 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 357 members 
Mstep: Class 54 contains 663 members 
Mstep: Class 55 contains 4029 members 
Mstep: Class 56 contains 1860 members 
Mstep: Class 57 contains 176 members 
Mstep: Class 58 contains 7007 members 
Mstep: Class 59 contains 3748 members 
Mstep: Class 60 contains 18849 members 
Mstep: Class 61 contains 254 members 
Mstep: Class 62 contains 969 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 496 members 
Mstep: Class 65 contains 1139 members 
Mstep: Class 67 contains 430 members 
Mstep: Class 68 contains 718 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147536080.000000 Penalty: 232424.468750
Iteration 166Q: 68 clusters Score -1.475361e+08 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 52082 members 
Mstep: Class 3 contains 5256 members 
Mstep: Class 4 contains 27289 members 
Mstep: Class 5 contains 8959 members 
Mstep: Class 6 contains 4491 members 
Mstep: Class 7 contains 26616 members 
Mstep: Class 8 contains 674 members 
Mstep: Class 9 contains 7309 members 
Mstep: Class 10 contains 2894 members 
Mstep: Class 11 contains 38018 members 
Mstep: Class 12 contains 23606 members 
Mstep: Class 13 contains 215588 members 
Mstep: Class 14 contains 41202 members 
Mstep: Class 15 contains 1036 members 
Mstep: Class 16 contains 28005 members 
Mstep: Class 17 contains 9752 members 
Mstep: Class 18 contains 14290 members 
Mstep: Class 19 contains 62390 members 
Mstep: Class 20 contains 11102 members 
Mstep: Class 21 contains 16077 members 
Mstep: Class 22 contains 2973 members 
Mstep: Class 23 contains 2569 members 
Mstep: Class 24 contains 18611 members 
Mstep: Class 25 contains 2058 members 
Mstep: Class 26 contains 20605 members 
Mstep: Class 27 contains 6112 members 
Mstep: Class 28 contains 4155 members 
Mstep: Class 29 contains 38025 members 
Mstep: Class 30 contains 4493 members 
Mstep: Class 31 contains 479 members 
Mstep: Class 32 contains 490 members 
Mstep: Class 33 contains 43805 members 
Mstep: Class 34 contains 639 members 
Mstep: Class 35 contains 8542 members 
Mstep: Class 36 contains 2459 members 
Mstep: Class 37 contains 164772 members 
Mstep: Class 38 contains 8823 members 
Mstep: Class 39 contains 4237 members 
Mstep: Class 40 contains 5248 members 
Mstep: Class 41 contains 2883 members 
Mstep: Class 42 contains 3657 members 
Mstep: Class 43 contains 552 members 
Mstep: Class 44 contains 3467 members 
Mstep: Class 45 contains 1908 members 
Mstep: Class 46 contains 495 members 
Mstep: Class 47 contains 4923 members 
Mstep: Class 48 contains 5017 members 
Mstep: Class 49 contains 4240 members 
Mstep: Class 50 contains 6045 members 
Mstep: Class 51 contains 176892 members 
Mstep: Class 52 contains 230 members 
Mstep: Class 53 contains 357 members 
Mstep: Class 54 contains 663 members 
Mstep: Class 55 contains 4026 members 
Mstep: Class 56 contains 1878 members 
Mstep: Class 57 contains 176 members 
Mstep: Class 58 contains 7089 members 
Mstep: Class 59 contains 3735 members 
Mstep: Class 60 contains 19035 members 
Mstep: Class 61 contains 254 members 
Mstep: Class 62 contains 962 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 507 members 
Mstep: Class 65 contains 1140 members 
Mstep: Class 67 contains 430 members 
Mstep: Class 68 contains 719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147536480.000000 Penalty: 232424.468750
Iteration 167Q: 68 clusters Score -1.475365e+08 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 52100 members 
Mstep: Class 3 contains 5260 members 
Mstep: Class 4 contains 27288 members 
Mstep: Class 5 contains 8929 members 
Mstep: Class 6 contains 4491 members 
Mstep: Class 7 contains 26597 members 
Mstep: Class 8 contains 692 members 
Mstep: Class 9 contains 7444 members 
Mstep: Class 10 contains 2905 members 
Mstep: Class 11 contains 37995 members 
Mstep: Class 12 contains 23590 members 
Mstep: Class 13 contains 215594 members 
Mstep: Class 14 contains 41182 members 
Mstep: Class 15 contains 1033 members 
Mstep: Class 16 contains 28005 members 
Mstep: Class 17 contains 9733 members 
Mstep: Class 18 contains 14291 members 
Mstep: Class 19 contains 62363 members 
Mstep: Class 20 contains 11096 members 
Mstep: Class 21 contains 16094 members 
Mstep: Class 22 contains 2977 members 
Mstep: Class 23 contains 2569 members 
Mstep: Class 24 contains 18610 members 
Mstep: Class 25 contains 2056 members 
Mstep: Class 26 contains 20672 members 
Mstep: Class 27 contains 6119 members 
Mstep: Class 28 contains 4155 members 
Mstep: Class 29 contains 37970 members 
Mstep: Class 30 contains 4494 members 
Mstep: Class 31 contains 480 members 
Mstep: Class 32 contains 487 members 
Mstep: Class 33 contains 43472 members 
Mstep: Class 34 contains 639 members 
Mstep: Class 35 contains 8576 members 
Mstep: Class 36 contains 2459 members 
Mstep: Class 37 contains 164756 members 
Mstep: Class 38 contains 8810 members 
Mstep: Class 39 contains 4241 members 
Mstep: Class 40 contains 5246 members 
Mstep: Class 41 contains 2884 members 
Mstep: Class 42 contains 3658 members 
Mstep: Class 43 contains 552 members 
Mstep: Class 44 contains 3465 members 
Mstep: Class 45 contains 1909 members 
Mstep: Class 46 contains 468 members 
Mstep: Class 47 contains 4930 members 
Mstep: Class 48 contains 5019 members 
Mstep: Class 49 contains 4239 members 
Mstep: Class 50 contains 6043 members 
Mstep: Class 51 contains 176851 members 
Mstep: Class 52 contains 236 members 
Mstep: Class 53 contains 357 members 
Mstep: Class 54 contains 663 members 
Mstep: Class 55 contains 4023 members 
Mstep: Class 56 contains 1908 members 
Mstep: Class 57 contains 176 members 
Mstep: Class 58 contains 7175 members 
Mstep: Class 59 contains 3728 members 
Mstep: Class 60 contains 19231 members 
Mstep: Class 61 contains 254 members 
Mstep: Class 62 contains 963 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 519 members 
Mstep: Class 65 contains 1140 members 
Mstep: Class 67 contains 430 members 
Mstep: Class 68 contains 719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147536464.000000 Penalty: 232424.468750
Iteration 168Q: 68 clusters Score -1.475365e+08 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 52116 members 
Mstep: Class 3 contains 5265 members 
Mstep: Class 4 contains 27284 members 
Mstep: Class 5 contains 8911 members 
Mstep: Class 6 contains 4492 members 
Mstep: Class 7 contains 26591 members 
Mstep: Class 8 contains 717 members 
Mstep: Class 9 contains 7562 members 
Mstep: Class 10 contains 2909 members 
Mstep: Class 11 contains 37958 members 
Mstep: Class 12 contains 23578 members 
Mstep: Class 13 contains 215582 members 
Mstep: Class 14 contains 41178 members 
Mstep: Class 15 contains 1031 members 
Mstep: Class 16 contains 28008 members 
Mstep: Class 17 contains 9720 members 
Mstep: Class 18 contains 14291 members 
Mstep: Class 19 contains 62349 members 
Mstep: Class 20 contains 11095 members 
Mstep: Class 21 contains 16107 members 
Mstep: Class 22 contains 2978 members 
Mstep: Class 23 contains 2569 members 
Mstep: Class 24 contains 18619 members 
Mstep: Class 25 contains 2056 members 
Mstep: Class 26 contains 20736 members 
Mstep: Class 27 contains 6119 members 
Mstep: Class 28 contains 4155 members 
Mstep: Class 29 contains 37930 members 
Mstep: Class 30 contains 4497 members 
Mstep: Class 31 contains 480 members 
Mstep: Class 32 contains 487 members 
Mstep: Class 33 contains 43196 members 
Mstep: Class 34 contains 639 members 
Mstep: Class 35 contains 8601 members 
Mstep: Class 36 contains 2459 members 
Mstep: Class 37 contains 164741 members 
Mstep: Class 38 contains 8796 members 
Mstep: Class 39 contains 4238 members 
Mstep: Class 40 contains 5245 members 
Mstep: Class 41 contains 2884 members 
Mstep: Class 42 contains 3660 members 
Mstep: Class 43 contains 552 members 
Mstep: Class 44 contains 3465 members 
Mstep: Class 45 contains 1908 members 
Mstep: Class 46 contains 438 members 
Mstep: Class 47 contains 4930 members 
Mstep: Class 48 contains 5017 members 
Mstep: Class 49 contains 4235 members 
Mstep: Class 50 contains 6041 members 
Mstep: Class 51 contains 176811 members 
Mstep: Class 52 contains 241 members 
Mstep: Class 53 contains 357 members 
Mstep: Class 54 contains 663 members 
Mstep: Class 55 contains 4020 members 
Mstep: Class 56 contains 1932 members 
Mstep: Class 57 contains 176 members 
Mstep: Class 58 contains 7259 members 
Mstep: Class 59 contains 3723 members 
Mstep: Class 60 contains 19379 members 
Mstep: Class 61 contains 254 members 
Mstep: Class 62 contains 963 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 528 members 
Mstep: Class 65 contains 1140 members 
Mstep: Class 67 contains 430 members 
Mstep: Class 68 contains 719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147536480.000000 Penalty: 232424.468750
Iteration 169Q: 68 clusters Score -1.475365e+08 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 52123 members 
Mstep: Class 3 contains 5266 members 
Mstep: Class 4 contains 27284 members 
Mstep: Class 5 contains 8897 members 
Mstep: Class 6 contains 4492 members 
Mstep: Class 7 contains 26586 members 
Mstep: Class 8 contains 732 members 
Mstep: Class 9 contains 7696 members 
Mstep: Class 10 contains 2914 members 
Mstep: Class 11 contains 37906 members 
Mstep: Class 12 contains 23560 members 
Mstep: Class 13 contains 215577 members 
Mstep: Class 14 contains 41179 members 
Mstep: Class 15 contains 1030 members 
Mstep: Class 16 contains 28050 members 
Mstep: Class 17 contains 9706 members 
Mstep: Class 18 contains 14299 members 
Mstep: Class 19 contains 62320 members 
Mstep: Class 20 contains 11092 members 
Mstep: Class 21 contains 16121 members 
Mstep: Class 22 contains 2979 members 
Mstep: Class 23 contains 2568 members 
Mstep: Class 24 contains 18631 members 
Mstep: Class 25 contains 2056 members 
Mstep: Class 26 contains 20793 members 
Mstep: Class 27 contains 6121 members 
Mstep: Class 28 contains 4155 members 
Mstep: Class 29 contains 37889 members 
Mstep: Class 30 contains 4500 members 
Mstep: Class 31 contains 480 members 
Mstep: Class 32 contains 487 members 
Mstep: Class 33 contains 42941 members 
Mstep: Class 34 contains 639 members 
Mstep: Class 35 contains 8605 members 
Mstep: Class 36 contains 2459 members 
Mstep: Class 37 contains 164720 members 
Mstep: Class 38 contains 8779 members 
Mstep: Class 39 contains 4242 members 
Mstep: Class 40 contains 5249 members 
Mstep: Class 41 contains 2885 members 
Mstep: Class 42 contains 3662 members 
Mstep: Class 43 contains 552 members 
Mstep: Class 44 contains 3465 members 
Mstep: Class 45 contains 1908 members 
Mstep: Class 46 contains 417 members 
Mstep: Class 47 contains 4938 members 
Mstep: Class 48 contains 5016 members 
Mstep: Class 49 contains 4234 members 
Mstep: Class 50 contains 6038 members 
Mstep: Class 51 contains 176788 members 
Mstep: Class 52 contains 243 members 
Mstep: Class 53 contains 357 members 
Mstep: Class 54 contains 663 members 
Mstep: Class 55 contains 4016 members 
Mstep: Class 56 contains 1947 members 
Mstep: Class 57 contains 176 members 
Mstep: Class 58 contains 7333 members 
Mstep: Class 59 contains 3719 members 
Mstep: Class 60 contains 19486 members 
Mstep: Class 61 contains 254 members 
Mstep: Class 62 contains 968 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 531 members 
Mstep: Class 65 contains 1140 members 
Mstep: Class 67 contains 431 members 
Mstep: Class 68 contains 719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147536960.000000 Penalty: 232424.468750
Iteration 170Q: 68 clusters Score -1.47537e+08 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 52151 members 
Mstep: Class 3 contains 5267 members 
Mstep: Class 4 contains 27283 members 
Mstep: Class 5 contains 8877 members 
Mstep: Class 6 contains 4492 members 
Mstep: Class 7 contains 26580 members 
Mstep: Class 8 contains 746 members 
Mstep: Class 9 contains 7831 members 
Mstep: Class 10 contains 2916 members 
Mstep: Class 11 contains 37857 members 
Mstep: Class 12 contains 23550 members 
Mstep: Class 13 contains 215569 members 
Mstep: Class 14 contains 41184 members 
Mstep: Class 15 contains 1030 members 
Mstep: Class 16 contains 28081 members 
Mstep: Class 17 contains 9691 members 
Mstep: Class 18 contains 14296 members 
Mstep: Class 19 contains 62279 members 
Mstep: Class 20 contains 11088 members 
Mstep: Class 21 contains 16131 members 
Mstep: Class 22 contains 2981 members 
Mstep: Class 23 contains 2568 members 
Mstep: Class 24 contains 18634 members 
Mstep: Class 25 contains 2056 members 
Mstep: Class 26 contains 20850 members 
Mstep: Class 27 contains 6124 members 
Mstep: Class 28 contains 4155 members 
Mstep: Class 29 contains 37844 members 
Mstep: Class 30 contains 4503 members 
Mstep: Class 31 contains 480 members 
Mstep: Class 32 contains 487 members 
Mstep: Class 33 contains 42722 members 
Mstep: Class 34 contains 639 members 
Mstep: Class 35 contains 8613 members 
Mstep: Class 36 contains 2459 members 
Mstep: Class 37 contains 164696 members 
Mstep: Class 38 contains 8774 members 
Mstep: Class 39 contains 4245 members 
Mstep: Class 40 contains 5252 members 
Mstep: Class 41 contains 2886 members 
Mstep: Class 42 contains 3664 members 
Mstep: Class 43 contains 552 members 
Mstep: Class 44 contains 3466 members 
Mstep: Class 45 contains 1908 members 
Mstep: Class 46 contains 406 members 
Mstep: Class 47 contains 4944 members 
Mstep: Class 48 contains 5010 members 
Mstep: Class 49 contains 4233 members 
Mstep: Class 50 contains 6040 members 
Mstep: Class 51 contains 176779 members 
Mstep: Class 52 contains 246 members 
Mstep: Class 53 contains 357 members 
Mstep: Class 54 contains 663 members 
Mstep: Class 55 contains 4016 members 
Mstep: Class 56 contains 1961 members 
Mstep: Class 57 contains 176 members 
Mstep: Class 58 contains 7398 members 
Mstep: Class 59 contains 3712 members 
Mstep: Class 60 contains 19561 members 
Mstep: Class 61 contains 254 members 
Mstep: Class 62 contains 975 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 531 members 
Mstep: Class 65 contains 1140 members 
Mstep: Class 67 contains 431 members 
Mstep: Class 68 contains 719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147537168.000000 Penalty: 232424.468750
Iteration 171Q: 68 clusters Score -1.475372e+08 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 52167 members 
Mstep: Class 3 contains 5268 members 
Mstep: Class 4 contains 27283 members 
Mstep: Class 5 contains 8855 members 
Mstep: Class 6 contains 4492 members 
Mstep: Class 7 contains 26581 members 
Mstep: Class 8 contains 752 members 
Mstep: Class 9 contains 7934 members 
Mstep: Class 10 contains 2916 members 
Mstep: Class 11 contains 37828 members 
Mstep: Class 12 contains 23544 members 
Mstep: Class 13 contains 215563 members 
Mstep: Class 14 contains 41180 members 
Mstep: Class 15 contains 1029 members 
Mstep: Class 16 contains 28121 members 
Mstep: Class 17 contains 9681 members 
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Mstep: Class 19 contains 62257 members 
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Mstep: Class 22 contains 2981 members 
Mstep: Class 23 contains 2568 members 
Mstep: Class 24 contains 18636 members 
Mstep: Class 25 contains 2056 members 
Mstep: Class 26 contains 20909 members 
Mstep: Class 27 contains 6128 members 
Mstep: Class 28 contains 4155 members 
Mstep: Class 29 contains 37793 members 
Mstep: Class 30 contains 4501 members 
Mstep: Class 31 contains 480 members 
Mstep: Class 32 contains 485 members 
Mstep: Class 33 contains 42526 members 
Mstep: Class 34 contains 639 members 
Mstep: Class 35 contains 8610 members 
Mstep: Class 36 contains 2460 members 
Mstep: Class 37 contains 164672 members 
Mstep: Class 38 contains 8760 members 
Mstep: Class 39 contains 4248 members 
Mstep: Class 40 contains 5253 members 
Mstep: Class 41 contains 2888 members 
Mstep: Class 42 contains 3666 members 
Mstep: Class 43 contains 552 members 
Mstep: Class 44 contains 3468 members 
Mstep: Class 45 contains 1908 members 
Mstep: Class 46 contains 401 members 
Mstep: Class 47 contains 4950 members 
Mstep: Class 48 contains 5004 members 
Mstep: Class 49 contains 4231 members 
Mstep: Class 50 contains 6045 members 
Mstep: Class 51 contains 176765 members 
Mstep: Class 52 contains 246 members 
Mstep: Class 53 contains 357 members 
Mstep: Class 54 contains 662 members 
Mstep: Class 55 contains 4018 members 
Mstep: Class 56 contains 1984 members 
Mstep: Class 57 contains 176 members 
Mstep: Class 58 contains 7458 members 
Mstep: Class 59 contains 3710 members 
Mstep: Class 60 contains 19618 members 
Mstep: Class 61 contains 254 members 
Mstep: Class 62 contains 986 members 
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Mstep: Class 64 contains 531 members 
Mstep: Class 65 contains 1140 members 
Mstep: Class 67 contains 431 members 
Mstep: Class 68 contains 719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147537728.000000 Penalty: 232424.468750
Iteration 172Q: 68 clusters Score -1.475377e+08 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 52173 members 
Mstep: Class 3 contains 5269 members 
Mstep: Class 4 contains 27282 members 
Mstep: Class 5 contains 8832 members 
Mstep: Class 6 contains 4492 members 
Mstep: Class 7 contains 26582 members 
Mstep: Class 8 contains 755 members 
Mstep: Class 9 contains 8025 members 
Mstep: Class 10 contains 2921 members 
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Mstep: Class 12 contains 23540 members 
Mstep: Class 13 contains 215560 members 
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Mstep: Class 22 contains 2982 members 
Mstep: Class 23 contains 2568 members 
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Mstep: Class 25 contains 2056 members 
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Mstep: Class 27 contains 6129 members 
Mstep: Class 28 contains 4155 members 
Mstep: Class 29 contains 37749 members 
Mstep: Class 30 contains 4500 members 
Mstep: Class 31 contains 480 members 
Mstep: Class 32 contains 483 members 
Mstep: Class 33 contains 42363 members 
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Mstep: Class 35 contains 8612 members 
Mstep: Class 36 contains 2461 members 
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Mstep: Class 38 contains 8750 members 
Mstep: Class 39 contains 4250 members 
Mstep: Class 40 contains 5256 members 
Mstep: Class 41 contains 2888 members 
Mstep: Class 42 contains 3668 members 
Mstep: Class 43 contains 552 members 
Mstep: Class 44 contains 3468 members 
Mstep: Class 45 contains 1908 members 
Mstep: Class 46 contains 394 members 
Mstep: Class 47 contains 4956 members 
Mstep: Class 48 contains 5000 members 
Mstep: Class 49 contains 4228 members 
Mstep: Class 50 contains 6051 members 
Mstep: Class 51 contains 176743 members 
Mstep: Class 52 contains 249 members 
Mstep: Class 53 contains 357 members 
Mstep: Class 54 contains 662 members 
Mstep: Class 55 contains 4021 members 
Mstep: Class 56 contains 1994 members 
Mstep: Class 57 contains 176 members 
Mstep: Class 58 contains 7513 members 
Mstep: Class 59 contains 3712 members 
Mstep: Class 60 contains 19632 members 
Mstep: Class 61 contains 254 members 
Mstep: Class 62 contains 990 members 
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Mstep: Class 64 contains 532 members 
Mstep: Class 65 contains 1140 members 
Mstep: Class 67 contains 431 members 
Mstep: Class 68 contains 719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147538000.000000 Penalty: 232424.468750
Iteration 173Q: 68 clusters Score -1.47538e+08 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 52181 members 
Mstep: Class 3 contains 5270 members 
Mstep: Class 4 contains 27282 members 
Mstep: Class 5 contains 8814 members 
Mstep: Class 6 contains 4492 members 
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Mstep: Class 8 contains 762 members 
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Mstep: Class 10 contains 2925 members 
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Mstep: Class 12 contains 23534 members 
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Mstep: Class 19 contains 62239 members 
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Mstep: Class 23 contains 2568 members 
Mstep: Class 24 contains 18627 members 
Mstep: Class 25 contains 2057 members 
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Mstep: Class 28 contains 4155 members 
Mstep: Class 29 contains 37710 members 
Mstep: Class 30 contains 4499 members 
Mstep: Class 31 contains 480 members 
Mstep: Class 32 contains 479 members 
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Mstep: Class 34 contains 639 members 
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Mstep: Class 36 contains 2461 members 
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Mstep: Class 38 contains 8735 members 
Mstep: Class 39 contains 4255 members 
Mstep: Class 40 contains 5256 members 
Mstep: Class 41 contains 2889 members 
Mstep: Class 42 contains 3670 members 
Mstep: Class 43 contains 552 members 
Mstep: Class 44 contains 3468 members 
Mstep: Class 45 contains 1908 members 
Mstep: Class 46 contains 385 members 
Mstep: Class 47 contains 4963 members 
Mstep: Class 48 contains 4999 members 
Mstep: Class 49 contains 4225 members 
Mstep: Class 50 contains 6064 members 
Mstep: Class 51 contains 176700 members 
Mstep: Class 52 contains 249 members 
Mstep: Class 53 contains 357 members 
Mstep: Class 54 contains 662 members 
Mstep: Class 55 contains 4025 members 
Mstep: Class 56 contains 2007 members 
Mstep: Class 57 contains 176 members 
Mstep: Class 58 contains 7573 members 
Mstep: Class 59 contains 3711 members 
Mstep: Class 60 contains 19636 members 
Mstep: Class 61 contains 254 members 
Mstep: Class 62 contains 997 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 532 members 
Mstep: Class 65 contains 1140 members 
Mstep: Class 67 contains 431 members 
Mstep: Class 68 contains 719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147537712.000000 Penalty: 232424.468750
Iteration 174Q: 68 clusters Score -1.475377e+08 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 52183 members 
Mstep: Class 3 contains 5271 members 
Mstep: Class 4 contains 27282 members 
Mstep: Class 5 contains 8795 members 
Mstep: Class 6 contains 4492 members 
Mstep: Class 7 contains 26584 members 
Mstep: Class 8 contains 766 members 
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Mstep: Class 10 contains 2930 members 
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Mstep: Class 12 contains 23532 members 
Mstep: Class 13 contains 215572 members 
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Mstep: Class 16 contains 28242 members 
Mstep: Class 17 contains 9651 members 
Mstep: Class 18 contains 14309 members 
Mstep: Class 19 contains 62229 members 
Mstep: Class 20 contains 11080 members 
Mstep: Class 21 contains 16172 members 
Mstep: Class 22 contains 2981 members 
Mstep: Class 23 contains 2568 members 
Mstep: Class 24 contains 18633 members 
Mstep: Class 25 contains 2057 members 
Mstep: Class 26 contains 21078 members 
Mstep: Class 27 contains 6125 members 
Mstep: Class 28 contains 4155 members 
Mstep: Class 29 contains 37685 members 
Mstep: Class 30 contains 4500 members 
Mstep: Class 31 contains 480 members 
Mstep: Class 32 contains 475 members 
Mstep: Class 33 contains 42100 members 
Mstep: Class 34 contains 639 members 
Mstep: Class 35 contains 8623 members 
Mstep: Class 36 contains 2460 members 
Mstep: Class 37 contains 164628 members 
Mstep: Class 38 contains 8716 members 
Mstep: Class 39 contains 4259 members 
Mstep: Class 40 contains 5257 members 
Mstep: Class 41 contains 2891 members 
Mstep: Class 42 contains 3671 members 
Mstep: Class 43 contains 552 members 
Mstep: Class 44 contains 3468 members 
Mstep: Class 45 contains 1908 members 
Mstep: Class 46 contains 381 members 
Mstep: Class 47 contains 4969 members 
Mstep: Class 48 contains 4999 members 
Mstep: Class 49 contains 4223 members 
Mstep: Class 50 contains 6078 members 
Mstep: Class 51 contains 176663 members 
Mstep: Class 52 contains 249 members 
Mstep: Class 53 contains 357 members 
Mstep: Class 54 contains 662 members 
Mstep: Class 55 contains 4042 members 
Mstep: Class 56 contains 2019 members 
Mstep: Class 57 contains 176 members 
Mstep: Class 58 contains 7627 members 
Mstep: Class 59 contains 3708 members 
Mstep: Class 60 contains 19644 members 
Mstep: Class 61 contains 254 members 
Mstep: Class 62 contains 1003 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 532 members 
Mstep: Class 65 contains 1140 members 
Mstep: Class 67 contains 431 members 
Mstep: Class 68 contains 719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147537904.000000 Penalty: 232424.468750
Iteration 175Q: 68 clusters Score -1.475379e+08 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 52195 members 
Mstep: Class 3 contains 5275 members 
Mstep: Class 4 contains 27280 members 
Mstep: Class 5 contains 8779 members 
Mstep: Class 6 contains 4492 members 
Mstep: Class 7 contains 26583 members 
Mstep: Class 8 contains 769 members 
Mstep: Class 9 contains 8234 members 
Mstep: Class 10 contains 2930 members 
Mstep: Class 11 contains 37700 members 
Mstep: Class 12 contains 23530 members 
Mstep: Class 13 contains 215573 members 
Mstep: Class 14 contains 41185 members 
Mstep: Class 15 contains 1032 members 
Mstep: Class 16 contains 28280 members 
Mstep: Class 17 contains 9648 members 
Mstep: Class 18 contains 14312 members 
Mstep: Class 19 contains 62218 members 
Mstep: Class 20 contains 11080 members 
Mstep: Class 21 contains 16180 members 
Mstep: Class 22 contains 2981 members 
Mstep: Class 23 contains 2568 members 
Mstep: Class 24 contains 18635 members 
Mstep: Class 25 contains 2057 members 
Mstep: Class 26 contains 21124 members 
Mstep: Class 27 contains 6124 members 
Mstep: Class 28 contains 4155 members 
Mstep: Class 29 contains 37664 members 
Mstep: Class 30 contains 4501 members 
Mstep: Class 31 contains 480 members 
Mstep: Class 32 contains 474 members 
Mstep: Class 33 contains 41973 members 
Mstep: Class 34 contains 639 members 
Mstep: Class 35 contains 8630 members 
Mstep: Class 36 contains 2460 members 
Mstep: Class 37 contains 164617 members 
Mstep: Class 38 contains 8702 members 
Mstep: Class 39 contains 4267 members 
Mstep: Class 40 contains 5262 members 
Mstep: Class 41 contains 2894 members 
Mstep: Class 42 contains 3671 members 
Mstep: Class 43 contains 552 members 
Mstep: Class 44 contains 3468 members 
Mstep: Class 45 contains 1908 members 
Mstep: Class 46 contains 377 members 
Mstep: Class 47 contains 4972 members 
Mstep: Class 48 contains 5000 members 
Mstep: Class 49 contains 4222 members 
Mstep: Class 50 contains 6091 members 
Mstep: Class 51 contains 176631 members 
Mstep: Class 52 contains 251 members 
Mstep: Class 53 contains 357 members 
Mstep: Class 54 contains 662 members 
Mstep: Class 55 contains 4049 members 
Mstep: Class 56 contains 2029 members 
Mstep: Class 57 contains 176 members 
Mstep: Class 58 contains 7691 members 
Mstep: Class 59 contains 3704 members 
Mstep: Class 60 contains 19635 members 
Mstep: Class 61 contains 254 members 
Mstep: Class 62 contains 1004 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 532 members 
Mstep: Class 65 contains 1140 members 
Mstep: Class 67 contains 431 members 
Mstep: Class 68 contains 719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147537984.000000 Penalty: 232424.468750
Iteration 176Q: 68 clusters Score -1.47538e+08 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 52200 members 
Mstep: Class 3 contains 5278 members 
Mstep: Class 4 contains 27280 members 
Mstep: Class 5 contains 8771 members 
Mstep: Class 6 contains 4492 members 
Mstep: Class 7 contains 26579 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 8302 members 
Mstep: Class 10 contains 2937 members 
Mstep: Class 11 contains 37663 members 
Mstep: Class 12 contains 23520 members 
Mstep: Class 13 contains 215568 members 
Mstep: Class 14 contains 41186 members 
Mstep: Class 15 contains 1032 members 
Mstep: Class 16 contains 28330 members 
Mstep: Class 17 contains 9638 members 
Mstep: Class 18 contains 14314 members 
Mstep: Class 19 contains 62197 members 
Mstep: Class 20 contains 11079 members 
Mstep: Class 21 contains 16186 members 
Mstep: Class 22 contains 2981 members 
Mstep: Class 23 contains 2567 members 
Mstep: Class 24 contains 18635 members 
Mstep: Class 25 contains 2057 members 
Mstep: Class 26 contains 21165 members 
Mstep: Class 27 contains 6127 members 
Mstep: Class 28 contains 4155 members 
Mstep: Class 29 contains 37646 members 
Mstep: Class 30 contains 4503 members 
Mstep: Class 31 contains 480 members 
Mstep: Class 32 contains 474 members 
Mstep: Class 33 contains 41866 members 
Mstep: Class 34 contains 639 members 
Mstep: Class 35 contains 8633 members 
Mstep: Class 36 contains 2459 members 
Mstep: Class 37 contains 164610 members 
Mstep: Class 38 contains 8689 members 
Mstep: Class 39 contains 4275 members 
Mstep: Class 40 contains 5260 members 
Mstep: Class 41 contains 2895 members 
Mstep: Class 42 contains 3671 members 
Mstep: Class 43 contains 552 members 
Mstep: Class 44 contains 3468 members 
Mstep: Class 45 contains 1908 members 
Mstep: Class 46 contains 372 members 
Mstep: Class 47 contains 4977 members 
Mstep: Class 48 contains 5000 members 
Mstep: Class 49 contains 4221 members 
Mstep: Class 50 contains 6099 members 
Mstep: Class 51 contains 176595 members 
Mstep: Class 52 contains 252 members 
Mstep: Class 53 contains 357 members 
Mstep: Class 54 contains 662 members 
Mstep: Class 55 contains 4057 members 
Mstep: Class 56 contains 2037 members 
Mstep: Class 57 contains 176 members 
Mstep: Class 58 contains 7756 members 
Mstep: Class 59 contains 3704 members 
Mstep: Class 60 contains 19623 members 
Mstep: Class 61 contains 254 members 
Mstep: Class 62 contains 1003 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 532 members 
Mstep: Class 65 contains 1140 members 
Mstep: Class 67 contains 431 members 
Mstep: Class 68 contains 719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147537984.000000 Penalty: 232424.468750
Iteration 177Q: 68 clusters Score -1.47538e+08 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 52199 members 
Mstep: Class 3 contains 5278 members 
Mstep: Class 4 contains 27283 members 
Mstep: Class 5 contains 8757 members 
Mstep: Class 6 contains 4492 members 
Mstep: Class 7 contains 26581 members 
Mstep: Class 8 contains 778 members 
Mstep: Class 9 contains 8374 members 
Mstep: Class 10 contains 2945 members 
Mstep: Class 11 contains 37622 members 
Mstep: Class 12 contains 23515 members 
Mstep: Class 13 contains 215566 members 
Mstep: Class 14 contains 41194 members 
Mstep: Class 15 contains 1032 members 
Mstep: Class 16 contains 28369 members 
Mstep: Class 17 contains 9629 members 
Mstep: Class 18 contains 14318 members 
Mstep: Class 19 contains 62179 members 
Mstep: Class 20 contains 11077 members 
Mstep: Class 21 contains 16191 members 
Mstep: Class 22 contains 2981 members 
Mstep: Class 23 contains 2567 members 
Mstep: Class 24 contains 18641 members 
Mstep: Class 25 contains 2057 members 
Mstep: Class 26 contains 21207 members 
Mstep: Class 27 contains 6127 members 
Mstep: Class 28 contains 4155 members 
Mstep: Class 29 contains 37632 members 
Mstep: Class 30 contains 4501 members 
Mstep: Class 31 contains 480 members 
Mstep: Class 32 contains 472 members 
Mstep: Class 33 contains 41758 members 
Mstep: Class 34 contains 639 members 
Mstep: Class 35 contains 8633 members 
Mstep: Class 36 contains 2457 members 
Mstep: Class 37 contains 164593 members 
Mstep: Class 38 contains 8681 members 
Mstep: Class 39 contains 4277 members 
Mstep: Class 40 contains 5260 members 
Mstep: Class 41 contains 2896 members 
Mstep: Class 42 contains 3673 members 
Mstep: Class 43 contains 552 members 
Mstep: Class 44 contains 3468 members 
Mstep: Class 45 contains 1908 members 
Mstep: Class 46 contains 369 members 
Mstep: Class 47 contains 4978 members 
Mstep: Class 48 contains 4994 members 
Mstep: Class 49 contains 4220 members 
Mstep: Class 50 contains 6108 members 
Mstep: Class 51 contains 176555 members 
Mstep: Class 52 contains 253 members 
Mstep: Class 53 contains 357 members 
Mstep: Class 54 contains 662 members 
Mstep: Class 55 contains 4069 members 
Mstep: Class 56 contains 2044 members 
Mstep: Class 57 contains 176 members 
Mstep: Class 58 contains 7836 members 
Mstep: Class 59 contains 3708 members 
Mstep: Class 60 contains 19604 members 
Mstep: Class 61 contains 254 members 
Mstep: Class 62 contains 1005 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 532 members 
Mstep: Class 65 contains 1140 members 
Mstep: Class 67 contains 431 members 
Mstep: Class 68 contains 719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147538000.000000 Penalty: 232424.468750
Iteration 178Q: 68 clusters Score -1.47538e+08 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 52203 members 
Mstep: Class 3 contains 5279 members 
Mstep: Class 4 contains 27282 members 
Mstep: Class 5 contains 8739 members 
Mstep: Class 6 contains 4492 members 
Mstep: Class 7 contains 26573 members 
Mstep: Class 8 contains 783 members 
Mstep: Class 9 contains 8441 members 
Mstep: Class 10 contains 2951 members 
Mstep: Class 11 contains 37600 members 
Mstep: Class 12 contains 23510 members 
Mstep: Class 13 contains 215562 members 
Mstep: Class 14 contains 41202 members 
Mstep: Class 15 contains 1033 members 
Mstep: Class 16 contains 28409 members 
Mstep: Class 17 contains 9626 members 
Mstep: Class 18 contains 14321 members 
Mstep: Class 19 contains 62168 members 
Mstep: Class 20 contains 11071 members 
Mstep: Class 21 contains 16198 members 
Mstep: Class 22 contains 2982 members 
Mstep: Class 23 contains 2567 members 
Mstep: Class 24 contains 18643 members 
Mstep: Class 25 contains 2057 members 
Mstep: Class 26 contains 21260 members 
Mstep: Class 27 contains 6126 members 
Mstep: Class 28 contains 4155 members 
Mstep: Class 29 contains 37614 members 
Mstep: Class 30 contains 4502 members 
Mstep: Class 31 contains 480 members 
Mstep: Class 32 contains 470 members 
Mstep: Class 33 contains 41657 members 
Mstep: Class 34 contains 639 members 
Mstep: Class 35 contains 8636 members 
Mstep: Class 36 contains 2456 members 
Mstep: Class 37 contains 164579 members 
Mstep: Class 38 contains 8667 members 
Mstep: Class 39 contains 4278 members 
Mstep: Class 40 contains 5259 members 
Mstep: Class 41 contains 2898 members 
Mstep: Class 42 contains 3673 members 
Mstep: Class 43 contains 552 members 
Mstep: Class 44 contains 3468 members 
Mstep: Class 45 contains 1908 members 
Mstep: Class 46 contains 363 members 
Mstep: Class 47 contains 4981 members 
Mstep: Class 48 contains 4994 members 
Mstep: Class 49 contains 4221 members 
Mstep: Class 50 contains 6122 members 
Mstep: Class 51 contains 176497 members 
Mstep: Class 52 contains 255 members 
Mstep: Class 53 contains 357 members 
Mstep: Class 54 contains 662 members 
Mstep: Class 55 contains 4082 members 
Mstep: Class 56 contains 2045 members 
Mstep: Class 57 contains 176 members 
Mstep: Class 58 contains 7914 members 
Mstep: Class 59 contains 3709 members 
Mstep: Class 60 contains 19581 members 
Mstep: Class 61 contains 254 members 
Mstep: Class 62 contains 1004 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 532 members 
Mstep: Class 65 contains 1140 members 
Mstep: Class 67 contains 431 members 
Mstep: Class 68 contains 719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147537920.000000 Penalty: 232424.468750
Iteration 179Q: 68 clusters Score -1.475379e+08 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 52211 members 
Mstep: Class 3 contains 5279 members 
Mstep: Class 4 contains 27281 members 
Mstep: Class 5 contains 8723 members 
Mstep: Class 6 contains 4492 members 
Mstep: Class 7 contains 26569 members 
Mstep: Class 8 contains 786 members 
Mstep: Class 9 contains 8501 members 
Mstep: Class 10 contains 2953 members 
Mstep: Class 11 contains 37582 members 
Mstep: Class 12 contains 23501 members 
Mstep: Class 13 contains 215555 members 
Mstep: Class 14 contains 41199 members 
Mstep: Class 15 contains 1031 members 
Mstep: Class 16 contains 28447 members 
Mstep: Class 17 contains 9624 members 
Mstep: Class 18 contains 14320 members 
Mstep: Class 19 contains 62150 members 
Mstep: Class 20 contains 11066 members 
Mstep: Class 21 contains 16210 members 
Mstep: Class 22 contains 2982 members 
Mstep: Class 23 contains 2567 members 
Mstep: Class 24 contains 18640 members 
Mstep: Class 25 contains 2057 members 
Mstep: Class 26 contains 21334 members 
Mstep: Class 27 contains 6126 members 
Mstep: Class 28 contains 4155 members 
Mstep: Class 29 contains 37603 members 
Mstep: Class 30 contains 4503 members 
Mstep: Class 31 contains 480 members 
Mstep: Class 32 contains 463 members 
Mstep: Class 33 contains 41569 members 
Mstep: Class 34 contains 639 members 
Mstep: Class 35 contains 8638 members 
Mstep: Class 36 contains 2457 members 
Mstep: Class 37 contains 164576 members 
Mstep: Class 38 contains 8658 members 
Mstep: Class 39 contains 4276 members 
Mstep: Class 40 contains 5260 members 
Mstep: Class 41 contains 2900 members 
Mstep: Class 42 contains 3675 members 
Mstep: Class 43 contains 552 members 
Mstep: Class 44 contains 3468 members 
Mstep: Class 45 contains 1908 members 
Mstep: Class 46 contains 360 members 
Mstep: Class 47 contains 4982 members 
Mstep: Class 48 contains 4997 members 
Mstep: Class 49 contains 4222 members 
Mstep: Class 50 contains 6130 members 
Mstep: Class 51 contains 176421 members 
Mstep: Class 52 contains 259 members 
Mstep: Class 53 contains 357 members 
Mstep: Class 54 contains 662 members 
Mstep: Class 55 contains 4090 members 
Mstep: Class 56 contains 2053 members 
Mstep: Class 57 contains 176 members 
Mstep: Class 58 contains 7985 members 
Mstep: Class 59 contains 3713 members 
Mstep: Class 60 contains 19557 members 
Mstep: Class 61 contains 254 members 
Mstep: Class 62 contains 1002 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 532 members 
Mstep: Class 65 contains 1140 members 
Mstep: Class 67 contains 431 members 
Mstep: Class 68 contains 719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147538144.000000 Penalty: 232424.468750
Iteration 180F: 68 clusters Score -1.475381e+08 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 52226 members 
Mstep: Class 3 contains 5279 members 
Mstep: Class 4 contains 27280 members 
Mstep: Class 5 contains 8708 members 
Mstep: Class 6 contains 4492 members 
Mstep: Class 7 contains 26567 members 
Mstep: Class 8 contains 797 members 
Mstep: Class 9 contains 8588 members 
Mstep: Class 10 contains 2956 members 
Mstep: Class 11 contains 37555 members 
Mstep: Class 12 contains 23500 members 
Mstep: Class 13 contains 215563 members 
Mstep: Class 14 contains 41191 members 
Mstep: Class 15 contains 1033 members 
Mstep: Class 16 contains 28473 members 
Mstep: Class 17 contains 9615 members 
Mstep: Class 18 contains 14318 members 
Mstep: Class 19 contains 62127 members 
Mstep: Class 20 contains 11061 members 
Mstep: Class 21 contains 16218 members 
Mstep: Class 22 contains 2982 members 
Mstep: Class 23 contains 2567 members 
Mstep: Class 24 contains 18641 members 
Mstep: Class 25 contains 2057 members 
Mstep: Class 26 contains 21410 members 
Mstep: Class 27 contains 6130 members 
Mstep: Class 28 contains 4155 members 
Mstep: Class 29 contains 37600 members 
Mstep: Class 30 contains 4503 members 
Mstep: Class 31 contains 483 members 
Mstep: Class 32 contains 458 members 
Mstep: Class 33 contains 41439 members 
Mstep: Class 34 contains 639 members 
Mstep: Class 35 contains 8639 members 
Mstep: Class 36 contains 2457 members 
Mstep: Class 37 contains 164574 members 
Mstep: Class 38 contains 8653 members 
Mstep: Class 39 contains 4274 members 
Mstep: Class 40 contains 5262 members 
Mstep: Class 41 contains 2900 members 
Mstep: Class 42 contains 3677 members 
Mstep: Class 43 contains 550 members 
Mstep: Class 44 contains 3468 members 
Mstep: Class 45 contains 1909 members 
Mstep: Class 46 contains 348 members 
Mstep: Class 47 contains 4982 members 
Mstep: Class 48 contains 4990 members 
Mstep: Class 49 contains 4222 members 
Mstep: Class 50 contains 6133 members 
Mstep: Class 51 contains 176345 members 
Mstep: Class 52 contains 268 members 
Mstep: Class 53 contains 357 members 
Mstep: Class 54 contains 662 members 
Mstep: Class 55 contains 4101 members 
Mstep: Class 56 contains 2064 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 8078 members 
Mstep: Class 59 contains 3702 members 
Mstep: Class 60 contains 19516 members 
Mstep: Class 61 contains 255 members 
Mstep: Class 62 contains 1002 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 541 members 
Mstep: Class 65 contains 1140 members 
Mstep: Class 67 contains 432 members 
Mstep: Class 68 contains 721 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147538352.000000 Penalty: 232424.468750
Iteration 181Q: 68 clusters Score -1.475384e+08 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 52224 members 
Mstep: Class 3 contains 5279 members 
Mstep: Class 4 contains 27279 members 
Mstep: Class 5 contains 8696 members 
Mstep: Class 6 contains 4492 members 
Mstep: Class 7 contains 26567 members 
Mstep: Class 8 contains 798 members 
Mstep: Class 9 contains 8696 members 
Mstep: Class 10 contains 2955 members 
Mstep: Class 11 contains 37533 members 
Mstep: Class 12 contains 23495 members 
Mstep: Class 13 contains 215565 members 
Mstep: Class 14 contains 41190 members 
Mstep: Class 15 contains 1034 members 
Mstep: Class 16 contains 28499 members 
Mstep: Class 17 contains 9604 members 
Mstep: Class 18 contains 14314 members 
Mstep: Class 19 contains 62100 members 
Mstep: Class 20 contains 11059 members 
Mstep: Class 21 contains 16231 members 
Mstep: Class 22 contains 2982 members 
Mstep: Class 23 contains 2567 members 
Mstep: Class 24 contains 18640 members 
Mstep: Class 25 contains 2058 members 
Mstep: Class 26 contains 21484 members 
Mstep: Class 27 contains 6133 members 
Mstep: Class 28 contains 4155 members 
Mstep: Class 29 contains 37592 members 
Mstep: Class 30 contains 4506 members 
Mstep: Class 31 contains 483 members 
Mstep: Class 32 contains 456 members 
Mstep: Class 33 contains 41313 members 
Mstep: Class 34 contains 639 members 
Mstep: Class 35 contains 8636 members 
Mstep: Class 36 contains 2457 members 
Mstep: Class 37 contains 164574 members 
Mstep: Class 38 contains 8643 members 
Mstep: Class 39 contains 4269 members 
Mstep: Class 40 contains 5262 members 
Mstep: Class 41 contains 2901 members 
Mstep: Class 42 contains 3677 members 
Mstep: Class 43 contains 549 members 
Mstep: Class 44 contains 3468 members 
Mstep: Class 45 contains 1909 members 
Mstep: Class 46 contains 348 members 
Mstep: Class 47 contains 4980 members 
Mstep: Class 48 contains 4987 members 
Mstep: Class 49 contains 4221 members 
Mstep: Class 50 contains 6145 members 
Mstep: Class 51 contains 176273 members 
Mstep: Class 52 contains 272 members 
Mstep: Class 53 contains 357 members 
Mstep: Class 54 contains 662 members 
Mstep: Class 55 contains 4116 members 
Mstep: Class 56 contains 2078 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 8190 members 
Mstep: Class 59 contains 3687 members 
Mstep: Class 60 contains 19449 members 
Mstep: Class 61 contains 255 members 
Mstep: Class 62 contains 1002 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 553 members 
Mstep: Class 65 contains 1140 members 
Mstep: Class 67 contains 431 members 
Mstep: Class 68 contains 724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147538368.000000 Penalty: 232424.468750
Iteration 182Q: 68 clusters Score -1.475384e+08 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 52240 members 
Mstep: Class 3 contains 5279 members 
Mstep: Class 4 contains 27279 members 
Mstep: Class 5 contains 8681 members 
Mstep: Class 6 contains 4492 members 
Mstep: Class 7 contains 26570 members 
Mstep: Class 8 contains 801 members 
Mstep: Class 9 contains 8809 members 
Mstep: Class 10 contains 2957 members 
Mstep: Class 11 contains 37515 members 
Mstep: Class 12 contains 23491 members 
Mstep: Class 13 contains 215571 members 
Mstep: Class 14 contains 41177 members 
Mstep: Class 15 contains 1036 members 
Mstep: Class 16 contains 28526 members 
Mstep: Class 17 contains 9594 members 
Mstep: Class 18 contains 14312 members 
Mstep: Class 19 contains 62074 members 
Mstep: Class 20 contains 11058 members 
Mstep: Class 21 contains 16241 members 
Mstep: Class 22 contains 2982 members 
Mstep: Class 23 contains 2567 members 
Mstep: Class 24 contains 18630 members 
Mstep: Class 25 contains 2057 members 
Mstep: Class 26 contains 21555 members 
Mstep: Class 27 contains 6138 members 
Mstep: Class 28 contains 4155 members 
Mstep: Class 29 contains 37572 members 
Mstep: Class 30 contains 4509 members 
Mstep: Class 31 contains 482 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 41192 members 
Mstep: Class 34 contains 639 members 
Mstep: Class 35 contains 8634 members 
Mstep: Class 36 contains 2457 members 
Mstep: Class 37 contains 164561 members 
Mstep: Class 38 contains 8634 members 
Mstep: Class 39 contains 4267 members 
Mstep: Class 40 contains 5265 members 
Mstep: Class 41 contains 2904 members 
Mstep: Class 42 contains 3679 members 
Mstep: Class 43 contains 550 members 
Mstep: Class 44 contains 3468 members 
Mstep: Class 45 contains 1909 members 
Mstep: Class 46 contains 346 members 
Mstep: Class 47 contains 4983 members 
Mstep: Class 48 contains 4982 members 
Mstep: Class 49 contains 4222 members 
Mstep: Class 50 contains 6157 members 
Mstep: Class 51 contains 176206 members 
Mstep: Class 52 contains 274 members 
Mstep: Class 53 contains 357 members 
Mstep: Class 54 contains 662 members 
Mstep: Class 55 contains 4124 members 
Mstep: Class 56 contains 2098 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 8292 members 
Mstep: Class 59 contains 3664 members 
Mstep: Class 60 contains 19373 members 
Mstep: Class 61 contains 255 members 
Mstep: Class 62 contains 1007 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 571 members 
Mstep: Class 65 contains 1140 members 
Mstep: Class 67 contains 431 members 
Mstep: Class 68 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147538752.000000 Penalty: 232424.468750
Iteration 183Q: 68 clusters Score -1.475388e+08 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 52263 members 
Mstep: Class 3 contains 5279 members 
Mstep: Class 4 contains 27279 members 
Mstep: Class 5 contains 8652 members 
Mstep: Class 6 contains 4492 members 
Mstep: Class 7 contains 26575 members 
Mstep: Class 8 contains 802 members 
Mstep: Class 9 contains 8948 members 
Mstep: Class 10 contains 2960 members 
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Mstep: Class 12 contains 23494 members 
Mstep: Class 13 contains 215575 members 
Mstep: Class 14 contains 41165 members 
Mstep: Class 15 contains 1036 members 
Mstep: Class 16 contains 28545 members 
Mstep: Class 17 contains 9594 members 
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Mstep: Class 19 contains 62056 members 
Mstep: Class 20 contains 11056 members 
Mstep: Class 21 contains 16244 members 
Mstep: Class 22 contains 2982 members 
Mstep: Class 23 contains 2567 members 
Mstep: Class 24 contains 18622 members 
Mstep: Class 25 contains 2058 members 
Mstep: Class 26 contains 21609 members 
Mstep: Class 27 contains 6141 members 
Mstep: Class 28 contains 4155 members 
Mstep: Class 29 contains 37548 members 
Mstep: Class 30 contains 4512 members 
Mstep: Class 31 contains 482 members 
Mstep: Class 32 contains 453 members 
Mstep: Class 33 contains 41045 members 
Mstep: Class 34 contains 639 members 
Mstep: Class 35 contains 8631 members 
Mstep: Class 36 contains 2457 members 
Mstep: Class 37 contains 164544 members 
Mstep: Class 38 contains 8620 members 
Mstep: Class 39 contains 4266 members 
Mstep: Class 40 contains 5267 members 
Mstep: Class 41 contains 2904 members 
Mstep: Class 42 contains 3680 members 
Mstep: Class 43 contains 550 members 
Mstep: Class 44 contains 3468 members 
Mstep: Class 45 contains 1909 members 
Mstep: Class 46 contains 347 members 
Mstep: Class 47 contains 4986 members 
Mstep: Class 48 contains 4976 members 
Mstep: Class 49 contains 4221 members 
Mstep: Class 50 contains 6166 members 
Mstep: Class 51 contains 176164 members 
Mstep: Class 52 contains 280 members 
Mstep: Class 53 contains 357 members 
Mstep: Class 54 contains 663 members 
Mstep: Class 55 contains 4133 members 
Mstep: Class 56 contains 2115 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 8416 members 
Mstep: Class 59 contains 3652 members 
Mstep: Class 60 contains 19283 members 
Mstep: Class 61 contains 255 members 
Mstep: Class 62 contains 1012 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 577 members 
Mstep: Class 65 contains 1140 members 
Mstep: Class 67 contains 432 members 
Mstep: Class 68 contains 725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147538864.000000 Penalty: 232424.468750
Iteration 184Q: 68 clusters Score -1.475389e+08 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 52271 members 
Mstep: Class 3 contains 5279 members 
Mstep: Class 4 contains 27280 members 
Mstep: Class 5 contains 8635 members 
Mstep: Class 6 contains 4492 members 
Mstep: Class 7 contains 26579 members 
Mstep: Class 8 contains 802 members 
Mstep: Class 9 contains 9095 members 
Mstep: Class 10 contains 2961 members 
Mstep: Class 11 contains 37475 members 
Mstep: Class 12 contains 23493 members 
Mstep: Class 13 contains 215582 members 
Mstep: Class 14 contains 41145 members 
Mstep: Class 15 contains 1037 members 
Mstep: Class 16 contains 28562 members 
Mstep: Class 17 contains 9593 members 
Mstep: Class 18 contains 14316 members 
Mstep: Class 19 contains 62026 members 
Mstep: Class 20 contains 11054 members 
Mstep: Class 21 contains 16258 members 
Mstep: Class 22 contains 2982 members 
Mstep: Class 23 contains 2569 members 
Mstep: Class 24 contains 18625 members 
Mstep: Class 25 contains 2060 members 
Mstep: Class 26 contains 21658 members 
Mstep: Class 27 contains 6144 members 
Mstep: Class 28 contains 4155 members 
Mstep: Class 29 contains 37527 members 
Mstep: Class 30 contains 4512 members 
Mstep: Class 31 contains 482 members 
Mstep: Class 32 contains 454 members 
Mstep: Class 33 contains 40899 members 
Mstep: Class 34 contains 639 members 
Mstep: Class 35 contains 8637 members 
Mstep: Class 36 contains 2457 members 
Mstep: Class 37 contains 164529 members 
Mstep: Class 38 contains 8604 members 
Mstep: Class 39 contains 4256 members 
Mstep: Class 40 contains 5272 members 
Mstep: Class 41 contains 2904 members 
Mstep: Class 42 contains 3684 members 
Mstep: Class 43 contains 550 members 
Mstep: Class 44 contains 3468 members 
Mstep: Class 45 contains 1909 members 
Mstep: Class 46 contains 352 members 
Mstep: Class 47 contains 4989 members 
Mstep: Class 48 contains 4975 members 
Mstep: Class 49 contains 4221 members 
Mstep: Class 50 contains 6175 members 
Mstep: Class 51 contains 176124 members 
Mstep: Class 52 contains 283 members 
Mstep: Class 53 contains 357 members 
Mstep: Class 54 contains 663 members 
Mstep: Class 55 contains 4144 members 
Mstep: Class 56 contains 2137 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 8532 members 
Mstep: Class 59 contains 3641 members 
Mstep: Class 60 contains 19187 members 
Mstep: Class 61 contains 255 members 
Mstep: Class 62 contains 1013 members 
Mstep: Class 63 contains 785 members 
Mstep: Class 64 contains 577 members 
Mstep: Class 65 contains 1140 members 
Mstep: Class 67 contains 433 members 
Mstep: Class 68 contains 725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147539184.000000 Penalty: 232424.468750
Iteration 185Q: 68 clusters Score -1.475392e+08 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 52265 members 
Mstep: Class 3 contains 5279 members 
Mstep: Class 4 contains 27281 members 
Mstep: Class 5 contains 8605 members 
Mstep: Class 6 contains 4492 members 
Mstep: Class 7 contains 26586 members 
Mstep: Class 8 contains 801 members 
Mstep: Class 9 contains 9249 members 
Mstep: Class 10 contains 2963 members 
Mstep: Class 11 contains 37472 members 
Mstep: Class 12 contains 23488 members 
Mstep: Class 13 contains 215590 members 
Mstep: Class 14 contains 41133 members 
Mstep: Class 15 contains 1035 members 
Mstep: Class 16 contains 28592 members 
Mstep: Class 17 contains 9586 members 
Mstep: Class 18 contains 14315 members 
Mstep: Class 19 contains 61998 members 
Mstep: Class 20 contains 11053 members 
Mstep: Class 21 contains 16275 members 
Mstep: Class 22 contains 2982 members 
Mstep: Class 23 contains 2569 members 
Mstep: Class 24 contains 18626 members 
Mstep: Class 25 contains 2061 members 
Mstep: Class 26 contains 21694 members 
Mstep: Class 27 contains 6146 members 
Mstep: Class 28 contains 4155 members 
Mstep: Class 29 contains 37506 members 
Mstep: Class 30 contains 4513 members 
Mstep: Class 31 contains 482 members 
Mstep: Class 32 contains 453 members 
Mstep: Class 33 contains 40787 members 
Mstep: Class 34 contains 639 members 
Mstep: Class 35 contains 8635 members 
Mstep: Class 36 contains 2457 members 
Mstep: Class 37 contains 164514 members 
Mstep: Class 38 contains 8590 members 
Mstep: Class 39 contains 4253 members 
Mstep: Class 40 contains 5277 members 
Mstep: Class 41 contains 2904 members 
Mstep: Class 42 contains 3685 members 
Mstep: Class 43 contains 550 members 
Mstep: Class 44 contains 3469 members 
Mstep: Class 45 contains 1909 members 
Mstep: Class 46 contains 355 members 
Mstep: Class 47 contains 4991 members 
Mstep: Class 48 contains 4972 members 
Mstep: Class 49 contains 4222 members 
Mstep: Class 50 contains 6184 members 
Mstep: Class 51 contains 176093 members 
Mstep: Class 52 contains 287 members 
Mstep: Class 53 contains 357 members 
Mstep: Class 54 contains 663 members 
Mstep: Class 55 contains 4146 members 
Mstep: Class 56 contains 2151 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 8637 members 
Mstep: Class 59 contains 3638 members 
Mstep: Class 60 contains 19078 members 
Mstep: Class 61 contains 255 members 
Mstep: Class 62 contains 1014 members 
Mstep: Class 63 contains 784 members 
Mstep: Class 64 contains 580 members 
Mstep: Class 65 contains 1140 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147539424.000000 Penalty: 232424.468750
Iteration 186Q: 68 clusters Score -1.475394e+08 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 52260 members 
Mstep: Class 3 contains 5280 members 
Mstep: Class 4 contains 27281 members 
Mstep: Class 5 contains 8584 members 
Mstep: Class 6 contains 4492 members 
Mstep: Class 7 contains 26581 members 
Mstep: Class 8 contains 800 members 
Mstep: Class 9 contains 9407 members 
Mstep: Class 10 contains 2964 members 
Mstep: Class 11 contains 37463 members 
Mstep: Class 12 contains 23489 members 
Mstep: Class 13 contains 215602 members 
Mstep: Class 14 contains 41122 members 
Mstep: Class 15 contains 1033 members 
Mstep: Class 16 contains 28597 members 
Mstep: Class 17 contains 9582 members 
Mstep: Class 18 contains 14308 members 
Mstep: Class 19 contains 61973 members 
Mstep: Class 20 contains 11052 members 
Mstep: Class 21 contains 16289 members 
Mstep: Class 22 contains 2983 members 
Mstep: Class 23 contains 2569 members 
Mstep: Class 24 contains 18625 members 
Mstep: Class 25 contains 2063 members 
Mstep: Class 26 contains 21728 members 
Mstep: Class 27 contains 6144 members 
Mstep: Class 28 contains 4155 members 
Mstep: Class 29 contains 37486 members 
Mstep: Class 30 contains 4513 members 
Mstep: Class 31 contains 482 members 
Mstep: Class 32 contains 451 members 
Mstep: Class 33 contains 40685 members 
Mstep: Class 34 contains 639 members 
Mstep: Class 35 contains 8636 members 
Mstep: Class 36 contains 2457 members 
Mstep: Class 37 contains 164504 members 
Mstep: Class 38 contains 8585 members 
Mstep: Class 39 contains 4255 members 
Mstep: Class 40 contains 5280 members 
Mstep: Class 41 contains 2904 members 
Mstep: Class 42 contains 3686 members 
Mstep: Class 43 contains 550 members 
Mstep: Class 44 contains 3469 members 
Mstep: Class 45 contains 1909 members 
Mstep: Class 46 contains 357 members 
Mstep: Class 47 contains 4996 members 
Mstep: Class 48 contains 4971 members 
Mstep: Class 49 contains 4222 members 
Mstep: Class 50 contains 6196 members 
Mstep: Class 51 contains 176067 members 
Mstep: Class 52 contains 292 members 
Mstep: Class 53 contains 357 members 
Mstep: Class 54 contains 663 members 
Mstep: Class 55 contains 4152 members 
Mstep: Class 56 contains 2164 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 8720 members 
Mstep: Class 59 contains 3634 members 
Mstep: Class 60 contains 18977 members 
Mstep: Class 61 contains 255 members 
Mstep: Class 62 contains 1017 members 
Mstep: Class 63 contains 783 members 
Mstep: Class 64 contains 579 members 
Mstep: Class 65 contains 1141 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147540096.000000 Penalty: 232424.468750
Iteration 187Q: 68 clusters Score -1.475401e+08 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 52257 members 
Mstep: Class 3 contains 5279 members 
Mstep: Class 4 contains 27281 members 
Mstep: Class 5 contains 8563 members 
Mstep: Class 6 contains 4492 members 
Mstep: Class 7 contains 26581 members 
Mstep: Class 8 contains 801 members 
Mstep: Class 9 contains 9561 members 
Mstep: Class 10 contains 2967 members 
Mstep: Class 11 contains 37446 members 
Mstep: Class 12 contains 23482 members 
Mstep: Class 13 contains 215616 members 
Mstep: Class 14 contains 41118 members 
Mstep: Class 15 contains 1024 members 
Mstep: Class 16 contains 28627 members 
Mstep: Class 17 contains 9575 members 
Mstep: Class 18 contains 14302 members 
Mstep: Class 19 contains 61954 members 
Mstep: Class 20 contains 11051 members 
Mstep: Class 21 contains 16305 members 
Mstep: Class 22 contains 2983 members 
Mstep: Class 23 contains 2569 members 
Mstep: Class 24 contains 18628 members 
Mstep: Class 25 contains 2062 members 
Mstep: Class 26 contains 21766 members 
Mstep: Class 27 contains 6141 members 
Mstep: Class 28 contains 4155 members 
Mstep: Class 29 contains 37465 members 
Mstep: Class 30 contains 4514 members 
Mstep: Class 31 contains 482 members 
Mstep: Class 32 contains 448 members 
Mstep: Class 33 contains 40568 members 
Mstep: Class 34 contains 639 members 
Mstep: Class 35 contains 8636 members 
Mstep: Class 36 contains 2457 members 
Mstep: Class 37 contains 164481 members 
Mstep: Class 38 contains 8574 members 
Mstep: Class 39 contains 4254 members 
Mstep: Class 40 contains 5284 members 
Mstep: Class 41 contains 2905 members 
Mstep: Class 42 contains 3686 members 
Mstep: Class 43 contains 550 members 
Mstep: Class 44 contains 3469 members 
Mstep: Class 45 contains 1909 members 
Mstep: Class 46 contains 357 members 
Mstep: Class 47 contains 5002 members 
Mstep: Class 48 contains 4973 members 
Mstep: Class 49 contains 4222 members 
Mstep: Class 50 contains 6207 members 
Mstep: Class 51 contains 176025 members 
Mstep: Class 52 contains 301 members 
Mstep: Class 53 contains 357 members 
Mstep: Class 54 contains 663 members 
Mstep: Class 55 contains 4166 members 
Mstep: Class 56 contains 2180 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 8799 members 
Mstep: Class 59 contains 3632 members 
Mstep: Class 60 contains 18892 members 
Mstep: Class 61 contains 255 members 
Mstep: Class 62 contains 1020 members 
Mstep: Class 63 contains 782 members 
Mstep: Class 64 contains 579 members 
Mstep: Class 65 contains 1141 members 
Mstep: Class 67 contains 434 members 
Mstep: Class 68 contains 725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147540592.000000 Penalty: 232424.468750
Iteration 188Q: 68 clusters Score -1.475406e+08 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 52275 members 
Mstep: Class 3 contains 5281 members 
Mstep: Class 4 contains 27279 members 
Mstep: Class 5 contains 8545 members 
Mstep: Class 6 contains 4492 members 
Mstep: Class 7 contains 26580 members 
Mstep: Class 8 contains 802 members 
Mstep: Class 9 contains 9706 members 
Mstep: Class 10 contains 2969 members 
Mstep: Class 11 contains 37428 members 
Mstep: Class 12 contains 23481 members 
Mstep: Class 13 contains 215620 members 
Mstep: Class 14 contains 41118 members 
Mstep: Class 15 contains 1019 members 
Mstep: Class 16 contains 28650 members 
Mstep: Class 17 contains 9568 members 
Mstep: Class 18 contains 14300 members 
Mstep: Class 19 contains 61942 members 
Mstep: Class 20 contains 11049 members 
Mstep: Class 21 contains 16319 members 
Mstep: Class 22 contains 2983 members 
Mstep: Class 23 contains 2569 members 
Mstep: Class 24 contains 18629 members 
Mstep: Class 25 contains 2062 members 
Mstep: Class 26 contains 21792 members 
Mstep: Class 27 contains 6143 members 
Mstep: Class 28 contains 4155 members 
Mstep: Class 29 contains 37453 members 
Mstep: Class 30 contains 4516 members 
Mstep: Class 31 contains 482 members 
Mstep: Class 32 contains 443 members 
Mstep: Class 33 contains 40454 members 
Mstep: Class 34 contains 638 members 
Mstep: Class 35 contains 8639 members 
Mstep: Class 36 contains 2457 members 
Mstep: Class 37 contains 164468 members 
Mstep: Class 38 contains 8567 members 
Mstep: Class 39 contains 4245 members 
Mstep: Class 40 contains 5287 members 
Mstep: Class 41 contains 2905 members 
Mstep: Class 42 contains 3686 members 
Mstep: Class 43 contains 550 members 
Mstep: Class 44 contains 3469 members 
Mstep: Class 45 contains 1909 members 
Mstep: Class 46 contains 358 members 
Mstep: Class 47 contains 5007 members 
Mstep: Class 48 contains 4975 members 
Mstep: Class 49 contains 4222 members 
Mstep: Class 50 contains 6215 members 
Mstep: Class 51 contains 175984 members 
Mstep: Class 52 contains 309 members 
Mstep: Class 53 contains 357 members 
Mstep: Class 54 contains 663 members 
Mstep: Class 55 contains 4171 members 
Mstep: Class 56 contains 2188 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 8877 members 
Mstep: Class 59 contains 3631 members 
Mstep: Class 60 contains 18802 members 
Mstep: Class 61 contains 255 members 
Mstep: Class 62 contains 1022 members 
Mstep: Class 63 contains 778 members 
Mstep: Class 64 contains 579 members 
Mstep: Class 65 contains 1141 members 
Mstep: Class 67 contains 435 members 
Mstep: Class 68 contains 725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147540272.000000 Penalty: 232424.468750
Iteration 189Q: 68 clusters Score -1.475403e+08 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 52276 members 
Mstep: Class 3 contains 5282 members 
Mstep: Class 4 contains 27278 members 
Mstep: Class 5 contains 8520 members 
Mstep: Class 6 contains 4493 members 
Mstep: Class 7 contains 26586 members 
Mstep: Class 8 contains 802 members 
Mstep: Class 9 contains 9845 members 
Mstep: Class 10 contains 2973 members 
Mstep: Class 11 contains 37406 members 
Mstep: Class 12 contains 23477 members 
Mstep: Class 13 contains 215624 members 
Mstep: Class 14 contains 41114 members 
Mstep: Class 15 contains 1020 members 
Mstep: Class 16 contains 28683 members 
Mstep: Class 17 contains 9556 members 
Mstep: Class 18 contains 14300 members 
Mstep: Class 19 contains 61932 members 
Mstep: Class 20 contains 11046 members 
Mstep: Class 21 contains 16329 members 
Mstep: Class 22 contains 2983 members 
Mstep: Class 23 contains 2569 members 
Mstep: Class 24 contains 18626 members 
Mstep: Class 25 contains 2062 members 
Mstep: Class 26 contains 21813 members 
Mstep: Class 27 contains 6144 members 
Mstep: Class 28 contains 4155 members 
Mstep: Class 29 contains 37435 members 
Mstep: Class 30 contains 4516 members 
Mstep: Class 31 contains 482 members 
Mstep: Class 32 contains 441 members 
Mstep: Class 33 contains 40332 members 
Mstep: Class 34 contains 640 members 
Mstep: Class 35 contains 8637 members 
Mstep: Class 36 contains 2457 members 
Mstep: Class 37 contains 164470 members 
Mstep: Class 38 contains 8551 members 
Mstep: Class 39 contains 4234 members 
Mstep: Class 40 contains 5289 members 
Mstep: Class 41 contains 2905 members 
Mstep: Class 42 contains 3687 members 
Mstep: Class 43 contains 550 members 
Mstep: Class 44 contains 3469 members 
Mstep: Class 45 contains 1909 members 
Mstep: Class 46 contains 362 members 
Mstep: Class 47 contains 5013 members 
Mstep: Class 48 contains 4970 members 
Mstep: Class 49 contains 4222 members 
Mstep: Class 50 contains 6222 members 
Mstep: Class 51 contains 175955 members 
Mstep: Class 52 contains 317 members 
Mstep: Class 53 contains 357 members 
Mstep: Class 54 contains 663 members 
Mstep: Class 55 contains 4175 members 
Mstep: Class 56 contains 2200 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 8984 members 
Mstep: Class 59 contains 3628 members 
Mstep: Class 60 contains 18722 members 
Mstep: Class 61 contains 255 members 
Mstep: Class 62 contains 1022 members 
Mstep: Class 63 contains 772 members 
Mstep: Class 64 contains 580 members 
Mstep: Class 65 contains 1141 members 
Mstep: Class 67 contains 435 members 
Mstep: Class 68 contains 725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147540752.000000 Penalty: 232424.468750
Iteration 190Q: 68 clusters Score -1.475408e+08 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 52302 members 
Mstep: Class 3 contains 5283 members 
Mstep: Class 4 contains 27274 members 
Mstep: Class 5 contains 8499 members 
Mstep: Class 6 contains 4493 members 
Mstep: Class 7 contains 26583 members 
Mstep: Class 8 contains 802 members 
Mstep: Class 9 contains 9990 members 
Mstep: Class 10 contains 2974 members 
Mstep: Class 11 contains 37388 members 
Mstep: Class 12 contains 23476 members 
Mstep: Class 13 contains 215624 members 
Mstep: Class 14 contains 41115 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 28715 members 
Mstep: Class 17 contains 9541 members 
Mstep: Class 18 contains 14293 members 
Mstep: Class 19 contains 61920 members 
Mstep: Class 20 contains 11045 members 
Mstep: Class 21 contains 16342 members 
Mstep: Class 22 contains 2983 members 
Mstep: Class 23 contains 2568 members 
Mstep: Class 24 contains 18626 members 
Mstep: Class 25 contains 2062 members 
Mstep: Class 26 contains 21839 members 
Mstep: Class 27 contains 6145 members 
Mstep: Class 28 contains 4155 members 
Mstep: Class 29 contains 37423 members 
Mstep: Class 30 contains 4516 members 
Mstep: Class 31 contains 482 members 
Mstep: Class 32 contains 441 members 
Mstep: Class 33 contains 40227 members 
Mstep: Class 34 contains 641 members 
Mstep: Class 35 contains 8632 members 
Mstep: Class 36 contains 2457 members 
Mstep: Class 37 contains 164460 members 
Mstep: Class 38 contains 8535 members 
Mstep: Class 39 contains 4223 members 
Mstep: Class 40 contains 5292 members 
Mstep: Class 41 contains 2905 members 
Mstep: Class 42 contains 3689 members 
Mstep: Class 43 contains 550 members 
Mstep: Class 44 contains 3469 members 
Mstep: Class 45 contains 1909 members 
Mstep: Class 46 contains 362 members 
Mstep: Class 47 contains 5016 members 
Mstep: Class 48 contains 4971 members 
Mstep: Class 49 contains 4222 members 
Mstep: Class 50 contains 6233 members 
Mstep: Class 51 contains 175915 members 
Mstep: Class 52 contains 316 members 
Mstep: Class 53 contains 358 members 
Mstep: Class 54 contains 663 members 
Mstep: Class 55 contains 4181 members 
Mstep: Class 56 contains 2214 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 9088 members 
Mstep: Class 59 contains 3626 members 
Mstep: Class 60 contains 18615 members 
Mstep: Class 61 contains 255 members 
Mstep: Class 62 contains 1024 members 
Mstep: Class 63 contains 769 members 
Mstep: Class 64 contains 580 members 
Mstep: Class 65 contains 1140 members 
Mstep: Class 67 contains 435 members 
Mstep: Class 68 contains 725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147540896.000000 Penalty: 232424.468750
Iteration 191Q: 68 clusters Score -1.475409e+08 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 52331 members 
Mstep: Class 3 contains 5283 members 
Mstep: Class 4 contains 27272 members 
Mstep: Class 5 contains 8479 members 
Mstep: Class 6 contains 4493 members 
Mstep: Class 7 contains 26576 members 
Mstep: Class 8 contains 802 members 
Mstep: Class 9 contains 10127 members 
Mstep: Class 10 contains 2972 members 
Mstep: Class 11 contains 37374 members 
Mstep: Class 12 contains 23473 members 
Mstep: Class 13 contains 215622 members 
Mstep: Class 14 contains 41110 members 
Mstep: Class 15 contains 1020 members 
Mstep: Class 16 contains 28737 members 
Mstep: Class 17 contains 9538 members 
Mstep: Class 18 contains 14287 members 
Mstep: Class 19 contains 61894 members 
Mstep: Class 20 contains 11041 members 
Mstep: Class 21 contains 16346 members 
Mstep: Class 22 contains 2983 members 
Mstep: Class 23 contains 2568 members 
Mstep: Class 24 contains 18621 members 
Mstep: Class 25 contains 2061 members 
Mstep: Class 26 contains 21861 members 
Mstep: Class 27 contains 6146 members 
Mstep: Class 28 contains 4155 members 
Mstep: Class 29 contains 37417 members 
Mstep: Class 30 contains 4517 members 
Mstep: Class 31 contains 482 members 
Mstep: Class 32 contains 441 members 
Mstep: Class 33 contains 40097 members 
Mstep: Class 34 contains 641 members 
Mstep: Class 35 contains 8630 members 
Mstep: Class 36 contains 2457 members 
Mstep: Class 37 contains 164450 members 
Mstep: Class 38 contains 8530 members 
Mstep: Class 39 contains 4219 members 
Mstep: Class 40 contains 5295 members 
Mstep: Class 41 contains 2905 members 
Mstep: Class 42 contains 3692 members 
Mstep: Class 43 contains 550 members 
Mstep: Class 44 contains 3469 members 
Mstep: Class 45 contains 1909 members 
Mstep: Class 46 contains 362 members 
Mstep: Class 47 contains 5027 members 
Mstep: Class 48 contains 4968 members 
Mstep: Class 49 contains 4222 members 
Mstep: Class 50 contains 6241 members 
Mstep: Class 51 contains 175883 members 
Mstep: Class 52 contains 319 members 
Mstep: Class 53 contains 358 members 
Mstep: Class 54 contains 663 members 
Mstep: Class 55 contains 4191 members 
Mstep: Class 56 contains 2221 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 9195 members 
Mstep: Class 59 contains 3628 members 
Mstep: Class 60 contains 18539 members 
Mstep: Class 61 contains 255 members 
Mstep: Class 62 contains 1023 members 
Mstep: Class 63 contains 767 members 
Mstep: Class 64 contains 580 members 
Mstep: Class 65 contains 1140 members 
Mstep: Class 67 contains 435 members 
Mstep: Class 68 contains 725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147540800.000000 Penalty: 232424.468750
Iteration 192Q: 68 clusters Score -1.475408e+08 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 52343 members 
Mstep: Class 3 contains 5282 members 
Mstep: Class 4 contains 27271 members 
Mstep: Class 5 contains 8466 members 
Mstep: Class 6 contains 4493 members 
Mstep: Class 7 contains 26568 members 
Mstep: Class 8 contains 802 members 
Mstep: Class 9 contains 10245 members 
Mstep: Class 10 contains 2978 members 
Mstep: Class 11 contains 37359 members 
Mstep: Class 12 contains 23471 members 
Mstep: Class 13 contains 215624 members 
Mstep: Class 14 contains 41105 members 
Mstep: Class 15 contains 1015 members 
Mstep: Class 16 contains 28769 members 
Mstep: Class 17 contains 9533 members 
Mstep: Class 18 contains 14286 members 
Mstep: Class 19 contains 61873 members 
Mstep: Class 20 contains 11041 members 
Mstep: Class 21 contains 16351 members 
Mstep: Class 22 contains 2983 members 
Mstep: Class 23 contains 2568 members 
Mstep: Class 24 contains 18623 members 
Mstep: Class 25 contains 2061 members 
Mstep: Class 26 contains 21880 members 
Mstep: Class 27 contains 6144 members 
Mstep: Class 28 contains 4155 members 
Mstep: Class 29 contains 37404 members 
Mstep: Class 30 contains 4518 members 
Mstep: Class 31 contains 482 members 
Mstep: Class 32 contains 442 members 
Mstep: Class 33 contains 39997 members 
Mstep: Class 34 contains 640 members 
Mstep: Class 35 contains 8633 members 
Mstep: Class 36 contains 2457 members 
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Mstep: Class 38 contains 8516 members 
Mstep: Class 39 contains 4223 members 
Mstep: Class 40 contains 5297 members 
Mstep: Class 41 contains 2906 members 
Mstep: Class 42 contains 3695 members 
Mstep: Class 43 contains 550 members 
Mstep: Class 44 contains 3469 members 
Mstep: Class 45 contains 1909 members 
Mstep: Class 46 contains 362 members 
Mstep: Class 47 contains 5027 members 
Mstep: Class 48 contains 4968 members 
Mstep: Class 49 contains 4222 members 
Mstep: Class 50 contains 6250 members 
Mstep: Class 51 contains 175859 members 
Mstep: Class 52 contains 324 members 
Mstep: Class 53 contains 358 members 
Mstep: Class 54 contains 663 members 
Mstep: Class 55 contains 4198 members 
Mstep: Class 56 contains 2225 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 9292 members 
Mstep: Class 59 contains 3627 members 
Mstep: Class 60 contains 18445 members 
Mstep: Class 61 contains 255 members 
Mstep: Class 62 contains 1024 members 
Mstep: Class 63 contains 767 members 
Mstep: Class 64 contains 580 members 
Mstep: Class 65 contains 1140 members 
Mstep: Class 67 contains 435 members 
Mstep: Class 68 contains 725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147541296.000000 Penalty: 232424.468750
Iteration 193Q: 68 clusters Score -1.475413e+08 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 52357 members 
Mstep: Class 3 contains 5282 members 
Mstep: Class 4 contains 27270 members 
Mstep: Class 5 contains 8460 members 
Mstep: Class 6 contains 4493 members 
Mstep: Class 7 contains 26563 members 
Mstep: Class 8 contains 802 members 
Mstep: Class 9 contains 10332 members 
Mstep: Class 10 contains 2981 members 
Mstep: Class 11 contains 37348 members 
Mstep: Class 12 contains 23462 members 
Mstep: Class 13 contains 215635 members 
Mstep: Class 14 contains 41098 members 
Mstep: Class 15 contains 1004 members 
Mstep: Class 16 contains 28790 members 
Mstep: Class 17 contains 9527 members 
Mstep: Class 18 contains 14286 members 
Mstep: Class 19 contains 61852 members 
Mstep: Class 20 contains 11041 members 
Mstep: Class 21 contains 16352 members 
Mstep: Class 22 contains 2983 members 
Mstep: Class 23 contains 2568 members 
Mstep: Class 24 contains 18631 members 
Mstep: Class 25 contains 2061 members 
Mstep: Class 26 contains 21894 members 
Mstep: Class 27 contains 6148 members 
Mstep: Class 28 contains 4155 members 
Mstep: Class 29 contains 37391 members 
Mstep: Class 30 contains 4519 members 
Mstep: Class 31 contains 482 members 
Mstep: Class 32 contains 442 members 
Mstep: Class 33 contains 39881 members 
Mstep: Class 34 contains 640 members 
Mstep: Class 35 contains 8639 members 
Mstep: Class 36 contains 2457 members 
Mstep: Class 37 contains 164432 members 
Mstep: Class 38 contains 8504 members 
Mstep: Class 39 contains 4219 members 
Mstep: Class 40 contains 5298 members 
Mstep: Class 41 contains 2906 members 
Mstep: Class 42 contains 3696 members 
Mstep: Class 43 contains 550 members 
Mstep: Class 44 contains 3469 members 
Mstep: Class 45 contains 1909 members 
Mstep: Class 46 contains 362 members 
Mstep: Class 47 contains 5028 members 
Mstep: Class 48 contains 4970 members 
Mstep: Class 49 contains 4223 members 
Mstep: Class 50 contains 6269 members 
Mstep: Class 51 contains 175842 members 
Mstep: Class 52 contains 335 members 
Mstep: Class 53 contains 358 members 
Mstep: Class 54 contains 663 members 
Mstep: Class 55 contains 4206 members 
Mstep: Class 56 contains 2236 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 9395 members 
Mstep: Class 59 contains 3624 members 
Mstep: Class 60 contains 18368 members 
Mstep: Class 61 contains 255 members 
Mstep: Class 62 contains 1026 members 
Mstep: Class 63 contains 766 members 
Mstep: Class 64 contains 580 members 
Mstep: Class 65 contains 1140 members 
Mstep: Class 67 contains 435 members 
Mstep: Class 68 contains 725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147541120.000000 Penalty: 232424.468750
Iteration 194Q: 68 clusters Score -1.475411e+08 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 52387 members 
Mstep: Class 3 contains 5283 members 
Mstep: Class 4 contains 27268 members 
Mstep: Class 5 contains 8449 members 
Mstep: Class 6 contains 4493 members 
Mstep: Class 7 contains 26559 members 
Mstep: Class 8 contains 802 members 
Mstep: Class 9 contains 10399 members 
Mstep: Class 10 contains 2985 members 
Mstep: Class 11 contains 37342 members 
Mstep: Class 12 contains 23460 members 
Mstep: Class 13 contains 215649 members 
Mstep: Class 14 contains 41090 members 
Mstep: Class 15 contains 1000 members 
Mstep: Class 16 contains 28807 members 
Mstep: Class 17 contains 9517 members 
Mstep: Class 18 contains 14288 members 
Mstep: Class 19 contains 61824 members 
Mstep: Class 20 contains 11040 members 
Mstep: Class 21 contains 16355 members 
Mstep: Class 22 contains 2983 members 
Mstep: Class 23 contains 2568 members 
Mstep: Class 24 contains 18630 members 
Mstep: Class 25 contains 2062 members 
Mstep: Class 26 contains 21913 members 
Mstep: Class 27 contains 6151 members 
Mstep: Class 28 contains 4155 members 
Mstep: Class 29 contains 37377 members 
Mstep: Class 30 contains 4517 members 
Mstep: Class 31 contains 482 members 
Mstep: Class 32 contains 442 members 
Mstep: Class 33 contains 39787 members 
Mstep: Class 34 contains 639 members 
Mstep: Class 35 contains 8643 members 
Mstep: Class 36 contains 2456 members 
Mstep: Class 37 contains 164428 members 
Mstep: Class 38 contains 8493 members 
Mstep: Class 39 contains 4216 members 
Mstep: Class 40 contains 5299 members 
Mstep: Class 41 contains 2906 members 
Mstep: Class 42 contains 3697 members 
Mstep: Class 43 contains 550 members 
Mstep: Class 44 contains 3469 members 
Mstep: Class 45 contains 1909 members 
Mstep: Class 46 contains 362 members 
Mstep: Class 47 contains 5027 members 
Mstep: Class 48 contains 4969 members 
Mstep: Class 49 contains 4223 members 
Mstep: Class 50 contains 6276 members 
Mstep: Class 51 contains 175826 members 
Mstep: Class 52 contains 342 members 
Mstep: Class 53 contains 358 members 
Mstep: Class 54 contains 663 members 
Mstep: Class 55 contains 4219 members 
Mstep: Class 56 contains 2253 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 9476 members 
Mstep: Class 59 contains 3618 members 
Mstep: Class 60 contains 18302 members 
Mstep: Class 61 contains 255 members 
Mstep: Class 62 contains 1028 members 
Mstep: Class 63 contains 767 members 
Mstep: Class 64 contains 580 members 
Mstep: Class 65 contains 1140 members 
Mstep: Class 67 contains 436 members 
Mstep: Class 68 contains 725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147541104.000000 Penalty: 232424.468750
Iteration 195Q: 68 clusters Score -1.475411e+08 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 52395 members 
Mstep: Class 3 contains 5284 members 
Mstep: Class 4 contains 27268 members 
Mstep: Class 5 contains 8431 members 
Mstep: Class 6 contains 4493 members 
Mstep: Class 7 contains 26563 members 
Mstep: Class 8 contains 802 members 
Mstep: Class 9 contains 10457 members 
Mstep: Class 10 contains 2992 members 
Mstep: Class 11 contains 37335 members 
Mstep: Class 12 contains 23455 members 
Mstep: Class 13 contains 215665 members 
Mstep: Class 14 contains 41087 members 
Mstep: Class 15 contains 993 members 
Mstep: Class 16 contains 28830 members 
Mstep: Class 17 contains 9507 members 
Mstep: Class 18 contains 14294 members 
Mstep: Class 19 contains 61803 members 
Mstep: Class 20 contains 11040 members 
Mstep: Class 21 contains 16357 members 
Mstep: Class 22 contains 2985 members 
Mstep: Class 23 contains 2568 members 
Mstep: Class 24 contains 18630 members 
Mstep: Class 25 contains 2062 members 
Mstep: Class 26 contains 21943 members 
Mstep: Class 27 contains 6154 members 
Mstep: Class 28 contains 4155 members 
Mstep: Class 29 contains 37366 members 
Mstep: Class 30 contains 4518 members 
Mstep: Class 31 contains 482 members 
Mstep: Class 32 contains 442 members 
Mstep: Class 33 contains 39667 members 
Mstep: Class 34 contains 638 members 
Mstep: Class 35 contains 8647 members 
Mstep: Class 36 contains 2456 members 
Mstep: Class 37 contains 164421 members 
Mstep: Class 38 contains 8484 members 
Mstep: Class 39 contains 4225 members 
Mstep: Class 40 contains 5300 members 
Mstep: Class 41 contains 2905 members 
Mstep: Class 42 contains 3697 members 
Mstep: Class 43 contains 550 members 
Mstep: Class 44 contains 3469 members 
Mstep: Class 45 contains 1909 members 
Mstep: Class 46 contains 362 members 
Mstep: Class 47 contains 5028 members 
Mstep: Class 48 contains 4971 members 
Mstep: Class 49 contains 4223 members 
Mstep: Class 50 contains 6281 members 
Mstep: Class 51 contains 175794 members 
Mstep: Class 52 contains 342 members 
Mstep: Class 53 contains 358 members 
Mstep: Class 54 contains 663 members 
Mstep: Class 55 contains 4224 members 
Mstep: Class 56 contains 2266 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 9566 members 
Mstep: Class 59 contains 3621 members 
Mstep: Class 60 contains 18257 members 
Mstep: Class 61 contains 255 members 
Mstep: Class 62 contains 1030 members 
Mstep: Class 63 contains 768 members 
Mstep: Class 64 contains 580 members 
Mstep: Class 65 contains 1140 members 
Mstep: Class 67 contains 436 members 
Mstep: Class 68 contains 725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147541344.000000 Penalty: 232424.468750
Iteration 196Q: 68 clusters Score -1.475413e+08 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 52419 members 
Mstep: Class 3 contains 5282 members 
Mstep: Class 4 contains 27270 members 
Mstep: Class 5 contains 8412 members 
Mstep: Class 6 contains 4493 members 
Mstep: Class 7 contains 26565 members 
Mstep: Class 8 contains 802 members 
Mstep: Class 9 contains 10520 members 
Mstep: Class 10 contains 2998 members 
Mstep: Class 11 contains 37320 members 
Mstep: Class 12 contains 23444 members 
Mstep: Class 13 contains 215683 members 
Mstep: Class 14 contains 41085 members 
Mstep: Class 15 contains 992 members 
Mstep: Class 16 contains 28850 members 
Mstep: Class 17 contains 9497 members 
Mstep: Class 18 contains 14296 members 
Mstep: Class 19 contains 61793 members 
Mstep: Class 20 contains 11040 members 
Mstep: Class 21 contains 16361 members 
Mstep: Class 22 contains 2989 members 
Mstep: Class 23 contains 2567 members 
Mstep: Class 24 contains 18623 members 
Mstep: Class 25 contains 2066 members 
Mstep: Class 26 contains 21973 members 
Mstep: Class 27 contains 6156 members 
Mstep: Class 28 contains 4155 members 
Mstep: Class 29 contains 37356 members 
Mstep: Class 30 contains 4518 members 
Mstep: Class 31 contains 482 members 
Mstep: Class 32 contains 442 members 
Mstep: Class 33 contains 39580 members 
Mstep: Class 34 contains 638 members 
Mstep: Class 35 contains 8650 members 
Mstep: Class 36 contains 2456 members 
Mstep: Class 37 contains 164416 members 
Mstep: Class 38 contains 8471 members 
Mstep: Class 39 contains 4224 members 
Mstep: Class 40 contains 5301 members 
Mstep: Class 41 contains 2905 members 
Mstep: Class 42 contains 3697 members 
Mstep: Class 43 contains 550 members 
Mstep: Class 44 contains 3469 members 
Mstep: Class 45 contains 1909 members 
Mstep: Class 46 contains 362 members 
Mstep: Class 47 contains 5033 members 
Mstep: Class 48 contains 4968 members 
Mstep: Class 49 contains 4222 members 
Mstep: Class 50 contains 6288 members 
Mstep: Class 51 contains 175748 members 
Mstep: Class 52 contains 343 members 
Mstep: Class 53 contains 358 members 
Mstep: Class 54 contains 663 members 
Mstep: Class 55 contains 4233 members 
Mstep: Class 56 contains 2272 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 9639 members 
Mstep: Class 59 contains 3624 members 
Mstep: Class 60 contains 18212 members 
Mstep: Class 61 contains 255 members 
Mstep: Class 62 contains 1030 members 
Mstep: Class 63 contains 768 members 
Mstep: Class 64 contains 580 members 
Mstep: Class 65 contains 1140 members 
Mstep: Class 67 contains 436 members 
Mstep: Class 68 contains 725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147541440.000000 Penalty: 232424.468750
Iteration 197Q: 68 clusters Score -1.475414e+08 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 52448 members 
Mstep: Class 3 contains 5282 members 
Mstep: Class 4 contains 27268 members 
Mstep: Class 5 contains 8400 members 
Mstep: Class 6 contains 4494 members 
Mstep: Class 7 contains 26564 members 
Mstep: Class 8 contains 802 members 
Mstep: Class 9 contains 10569 members 
Mstep: Class 10 contains 3002 members 
Mstep: Class 11 contains 37311 members 
Mstep: Class 12 contains 23438 members 
Mstep: Class 13 contains 215688 members 
Mstep: Class 14 contains 41085 members 
Mstep: Class 15 contains 992 members 
Mstep: Class 16 contains 28869 members 
Mstep: Class 17 contains 9488 members 
Mstep: Class 18 contains 14295 members 
Mstep: Class 19 contains 61784 members 
Mstep: Class 20 contains 11037 members 
Mstep: Class 21 contains 16370 members 
Mstep: Class 22 contains 2989 members 
Mstep: Class 23 contains 2567 members 
Mstep: Class 24 contains 18623 members 
Mstep: Class 25 contains 2066 members 
Mstep: Class 26 contains 22001 members 
Mstep: Class 27 contains 6158 members 
Mstep: Class 28 contains 4155 members 
Mstep: Class 29 contains 37344 members 
Mstep: Class 30 contains 4523 members 
Mstep: Class 31 contains 482 members 
Mstep: Class 32 contains 442 members 
Mstep: Class 33 contains 39512 members 
Mstep: Class 34 contains 638 members 
Mstep: Class 35 contains 8654 members 
Mstep: Class 36 contains 2456 members 
Mstep: Class 37 contains 164412 members 
Mstep: Class 38 contains 8456 members 
Mstep: Class 39 contains 4225 members 
Mstep: Class 40 contains 5302 members 
Mstep: Class 41 contains 2905 members 
Mstep: Class 42 contains 3697 members 
Mstep: Class 43 contains 550 members 
Mstep: Class 44 contains 3469 members 
Mstep: Class 45 contains 1909 members 
Mstep: Class 46 contains 362 members 
Mstep: Class 47 contains 5039 members 
Mstep: Class 48 contains 4965 members 
Mstep: Class 49 contains 4222 members 
Mstep: Class 50 contains 6288 members 
Mstep: Class 51 contains 175704 members 
Mstep: Class 52 contains 344 members 
Mstep: Class 53 contains 358 members 
Mstep: Class 54 contains 663 members 
Mstep: Class 55 contains 4235 members 
Mstep: Class 56 contains 2279 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 9693 members 
Mstep: Class 59 contains 3627 members 
Mstep: Class 60 contains 18181 members 
Mstep: Class 61 contains 255 members 
Mstep: Class 62 contains 1029 members 
Mstep: Class 63 contains 768 members 
Mstep: Class 64 contains 580 members 
Mstep: Class 65 contains 1140 members 
Mstep: Class 67 contains 436 members 
Mstep: Class 68 contains 725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147541664.000000 Penalty: 232424.468750
Iteration 198Q: 68 clusters Score -1.475417e+08 nChanged 501
Entering ConstructFrom: 
Score: -147541664.000000 Penalty: 232424.468750
Entering ConstructFrom: 
Trying to split cluster 1 (415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Entering Unmasked Estep 
Score: -34626.515625 Penalty: 1495.013062
	Iteration 0F: 2 clusters Score -34626.52 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 210 members 
Entering Unmasked Estep 
Score: -33445.566406 Penalty: 2990.026123
	Iteration 0F: 3 clusters Score -33445.57 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -33816.832031 Penalty: 2990.026123
	Iteration 1F: 3 clusters Score -33816.83 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -33928.730469 Penalty: 2990.026123
	Iteration 2F: 3 clusters Score -33928.73 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -33998.402344 Penalty: 2990.026123
	Iteration 3Q: 3 clusters Score -33998.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -34094.492188 Penalty: 2990.026123
	Iteration 4Q: 3 clusters Score -34094.49 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -34162.402344 Penalty: 2990.026123
	Iteration 5Q: 3 clusters Score -34162.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -34190.308594 Penalty: 2990.026123
	Iteration 6Q: 3 clusters Score -34190.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -34208.160156 Penalty: 2990.026123
	Iteration 7Q: 3 clusters Score -34208.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -34208.160156 Penalty: 2990.026123
	Iteration 8F: 3 clusters Score -34208.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (52470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52470 members 
Entering Unmasked Estep 
Score: -6287747.000000 Penalty: 2695.263184
	Iteration 0F: 2 clusters Score -6287747 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26224 members 
Mstep: Class 2 contains 26246 members 
Entering Unmasked Estep 
Score: -6252614.500000 Penalty: 5390.526367
	Iteration 0F: 3 clusters Score -6252614 nChanged 24091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26077 members 
Mstep: Class 2 contains 26393 members 
Entering Unmasked Estep 
Score: -6266089.500000 Penalty: 5390.526367
	Iteration 1F: 3 clusters Score -6266090 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26026 members 
Mstep: Class 2 contains 26444 members 
Entering Unmasked Estep 
Score: -6267126.500000 Penalty: 5390.526367
	Iteration 2Q: 3 clusters Score -6267126 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26045 members 
Mstep: Class 2 contains 26425 members 
Entering Unmasked Estep 
Score: -6268356.500000 Penalty: 5390.526367
	Iteration 3F: 3 clusters Score -6268356 nChanged 2902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25983 members 
Mstep: Class 2 contains 26487 members 
Entering Unmasked Estep 
Score: -6269916.000000 Penalty: 5390.526367
	Iteration 4F: 3 clusters Score -6269916 nChanged 3019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25814 members 
Mstep: Class 2 contains 26656 members 
Entering Unmasked Estep 
Score: -6271599.000000 Penalty: 5390.526367
	Iteration 5F: 3 clusters Score -6271599 nChanged 3035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25593 members 
Mstep: Class 2 contains 26877 members 
Entering Unmasked Estep 
Score: -6273464.500000 Penalty: 5390.526367
	Iteration 6F: 3 clusters Score -6273464 nChanged 3024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25341 members 
Mstep: Class 2 contains 27129 members 
Entering Unmasked Estep 
Score: -6275440.000000 Penalty: 5390.526367
	Iteration 7F: 3 clusters Score -6275440 nChanged 2973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25172 members 
Mstep: Class 2 contains 27298 members 
Entering Unmasked Estep 
Score: -6277362.000000 Penalty: 5390.526367
	Iteration 8F: 3 clusters Score -6277362 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25009 members 
Mstep: Class 2 contains 27461 members 
Entering Unmasked Estep 
Score: -6278762.000000 Penalty: 5390.526367
	Iteration 9Q: 3 clusters Score -6278762 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24862 members 
Mstep: Class 2 contains 27608 members 
Entering Unmasked Estep 
Score: -6279523.000000 Penalty: 5390.526367
	Iteration 10Q: 3 clusters Score -6279523 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24761 members 
Mstep: Class 2 contains 27709 members 
Entering Unmasked Estep 
Score: -6279986.000000 Penalty: 5390.526367
	Iteration 11Q: 3 clusters Score -6279986 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24766 members 
Mstep: Class 2 contains 27704 members 
Entering Unmasked Estep 
Score: -6280247.000000 Penalty: 5390.526367
	Iteration 12Q: 3 clusters Score -6280247 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24806 members 
Mstep: Class 2 contains 27664 members 
Entering Unmasked Estep 
Score: -6280411.000000 Penalty: 5390.526367
	Iteration 13Q: 3 clusters Score -6280411 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24865 members 
Mstep: Class 2 contains 27605 members 
Entering Unmasked Estep 
Score: -6280597.000000 Penalty: 5390.526367
	Iteration 14Q: 3 clusters Score -6280597 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24984 members 
Mstep: Class 2 contains 27486 members 
Entering Unmasked Estep 
Score: -6280692.000000 Penalty: 5390.526367
	Iteration 15Q: 3 clusters Score -6280692 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25133 members 
Mstep: Class 2 contains 27337 members 
Entering Unmasked Estep 
Score: -6280805.000000 Penalty: 5390.526367
	Iteration 16Q: 3 clusters Score -6280805 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25330 members 
Mstep: Class 2 contains 27140 members 
Entering Unmasked Estep 
Score: -6280919.500000 Penalty: 5390.526367
	Iteration 17Q: 3 clusters Score -6280920 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25602 members 
Mstep: Class 2 contains 26868 members 
Entering Unmasked Estep 
Score: -6281048.500000 Penalty: 5390.526367
	Iteration 18Q: 3 clusters Score -6281048 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25921 members 
Mstep: Class 2 contains 26549 members 
Entering Unmasked Estep 
Score: -6281186.500000 Penalty: 5390.526367
	Iteration 19Q: 3 clusters Score -6281186 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26251 members 
Mstep: Class 2 contains 26219 members 
Entering Unmasked Estep 
Score: -6281355.500000 Penalty: 5390.526367
	Iteration 20F: 3 clusters Score -6281356 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26616 members 
Mstep: Class 2 contains 25854 members 
Entering Unmasked Estep 
Score: -6281512.000000 Penalty: 5390.526367
	Iteration 21Q: 3 clusters Score -6281512 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27010 members 
Mstep: Class 2 contains 25460 members 
Entering Unmasked Estep 
Score: -6281635.000000 Penalty: 5390.526367
	Iteration 22Q: 3 clusters Score -6281635 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27391 members 
Mstep: Class 2 contains 25079 members 
Entering Unmasked Estep 
Score: -6281744.500000 Penalty: 5390.526367
	Iteration 23Q: 3 clusters Score -6281744 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27784 members 
Mstep: Class 2 contains 24686 members 
Entering Unmasked Estep 
Score: -6281876.500000 Penalty: 5390.526367
	Iteration 24Q: 3 clusters Score -6281876 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28218 members 
Mstep: Class 2 contains 24252 members 
Entering Unmasked Estep 
Score: -6282035.000000 Penalty: 5390.526367
	Iteration 25Q: 3 clusters Score -6282035 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28664 members 
Mstep: Class 2 contains 23806 members 
Entering Unmasked Estep 
Score: -6282164.000000 Penalty: 5390.526367
	Iteration 26Q: 3 clusters Score -6282164 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29111 members 
Mstep: Class 2 contains 23359 members 
Entering Unmasked Estep 
Score: -6282301.000000 Penalty: 5390.526367
	Iteration 27Q: 3 clusters Score -6282301 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29547 members 
Mstep: Class 2 contains 22923 members 
Entering Unmasked Estep 
Score: -6282410.500000 Penalty: 5390.526367
	Iteration 28Q: 3 clusters Score -6282410 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29947 members 
Mstep: Class 2 contains 22523 members 
Entering Unmasked Estep 
Score: -6282488.500000 Penalty: 5390.526367
	Iteration 29Q: 3 clusters Score -6282488 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30354 members 
Mstep: Class 2 contains 22116 members 
Entering Unmasked Estep 
Score: -6282598.000000 Penalty: 5390.526367
	Iteration 30Q: 3 clusters Score -6282598 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30736 members 
Mstep: Class 2 contains 21734 members 
Entering Unmasked Estep 
Score: -6282700.500000 Penalty: 5390.526367
	Iteration 31Q: 3 clusters Score -6282700 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31105 members 
Mstep: Class 2 contains 21365 members 
Entering Unmasked Estep 
Score: -6282763.500000 Penalty: 5390.526367
	Iteration 32Q: 3 clusters Score -6282764 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31452 members 
Mstep: Class 2 contains 21018 members 
Entering Unmasked Estep 
Score: -6282837.500000 Penalty: 5390.526367
	Iteration 33Q: 3 clusters Score -6282838 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31795 members 
Mstep: Class 2 contains 20675 members 
Entering Unmasked Estep 
Score: -6282899.500000 Penalty: 5390.526367
	Iteration 34Q: 3 clusters Score -6282900 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32124 members 
Mstep: Class 2 contains 20346 members 
Entering Unmasked Estep 
Score: -6282958.000000 Penalty: 5390.526367
	Iteration 35Q: 3 clusters Score -6282958 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32424 members 
Mstep: Class 2 contains 20046 members 
Entering Unmasked Estep 
Score: -6283003.500000 Penalty: 5390.526367
	Iteration 36Q: 3 clusters Score -6283004 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32677 members 
Mstep: Class 2 contains 19793 members 
Entering Unmasked Estep 
Score: -6283018.500000 Penalty: 5390.526367
	Iteration 37Q: 3 clusters Score -6283018 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32940 members 
Mstep: Class 2 contains 19530 members 
Entering Unmasked Estep 
Score: -6283047.500000 Penalty: 5390.526367
	Iteration 38Q: 3 clusters Score -6283048 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33202 members 
Mstep: Class 2 contains 19268 members 
Entering Unmasked Estep 
Score: -6283118.000000 Penalty: 5390.526367
	Iteration 39Q: 3 clusters Score -6283118 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33435 members 
Mstep: Class 2 contains 19035 members 
Entering Unmasked Estep 
Score: -6283161.000000 Penalty: 5390.526367
	Iteration 40F: 3 clusters Score -6283161 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33673 members 
Mstep: Class 2 contains 18797 members 
Entering Unmasked Estep 
Score: -6283192.000000 Penalty: 5390.526367
	Iteration 41Q: 3 clusters Score -6283192 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33901 members 
Mstep: Class 2 contains 18569 members 
Entering Unmasked Estep 
Score: -6283221.000000 Penalty: 5390.526367
	Iteration 42Q: 3 clusters Score -6283221 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34138 members 
Mstep: Class 2 contains 18332 members 
Entering Unmasked Estep 
Score: -6283242.000000 Penalty: 5390.526367
	Iteration 43Q: 3 clusters Score -6283242 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34365 members 
Mstep: Class 2 contains 18105 members 
Entering Unmasked Estep 
Score: -6283260.500000 Penalty: 5390.526367
	Iteration 44Q: 3 clusters Score -6283260 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34578 members 
Mstep: Class 2 contains 17892 members 
Entering Unmasked Estep 
Score: -6283296.500000 Penalty: 5390.526367
	Iteration 45Q: 3 clusters Score -6283296 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34799 members 
Mstep: Class 2 contains 17671 members 
Entering Unmasked Estep 
Score: -6283344.500000 Penalty: 5390.526367
	Iteration 46Q: 3 clusters Score -6283344 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35011 members 
Mstep: Class 2 contains 17459 members 
Entering Unmasked Estep 
Score: -6283354.000000 Penalty: 5390.526367
	Iteration 47Q: 3 clusters Score -6283354 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35197 members 
Mstep: Class 2 contains 17273 members 
Entering Unmasked Estep 
Score: -6283379.500000 Penalty: 5390.526367
	Iteration 48Q: 3 clusters Score -6283380 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35381 members 
Mstep: Class 2 contains 17089 members 
Entering Unmasked Estep 
Score: -6283366.500000 Penalty: 5390.526367
	Iteration 49Q: 3 clusters Score -6283366 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35545 members 
Mstep: Class 2 contains 16925 members 
Entering Unmasked Estep 
Score: -6283382.500000 Penalty: 5390.526367
	Iteration 50Q: 3 clusters Score -6283382 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35687 members 
Mstep: Class 2 contains 16783 members 
Entering Unmasked Estep 
Score: -6283383.500000 Penalty: 5390.526367
	Iteration 51Q: 3 clusters Score -6283384 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35804 members 
Mstep: Class 2 contains 16666 members 
Entering Unmasked Estep 
Score: -6283397.000000 Penalty: 5390.526367
	Iteration 52Q: 3 clusters Score -6283397 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35920 members 
Mstep: Class 2 contains 16550 members 
Entering Unmasked Estep 
Score: -6283429.500000 Penalty: 5390.526367
	Iteration 53Q: 3 clusters Score -6283430 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36032 members 
Mstep: Class 2 contains 16438 members 
Entering Unmasked Estep 
Score: -6283442.500000 Penalty: 5390.526367
	Iteration 54Q: 3 clusters Score -6283442 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36144 members 
Mstep: Class 2 contains 16326 members 
Entering Unmasked Estep 
Score: -6283446.500000 Penalty: 5390.526367
	Iteration 55Q: 3 clusters Score -6283446 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36257 members 
Mstep: Class 2 contains 16213 members 
Entering Unmasked Estep 
Score: -6283460.500000 Penalty: 5390.526367
	Iteration 56Q: 3 clusters Score -6283460 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36369 members 
Mstep: Class 2 contains 16101 members 
Entering Unmasked Estep 
Score: -6283477.500000 Penalty: 5390.526367
	Iteration 57Q: 3 clusters Score -6283478 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36497 members 
Mstep: Class 2 contains 15973 members 
Entering Unmasked Estep 
Score: -6283506.500000 Penalty: 5390.526367
	Iteration 58Q: 3 clusters Score -6283506 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36612 members 
Mstep: Class 2 contains 15858 members 
Entering Unmasked Estep 
Score: -6283528.500000 Penalty: 5390.526367
	Iteration 59Q: 3 clusters Score -6283528 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36746 members 
Mstep: Class 2 contains 15724 members 
Entering Unmasked Estep 
Score: -6283558.500000 Penalty: 5390.526367
	Iteration 60F: 3 clusters Score -6283558 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36869 members 
Mstep: Class 2 contains 15601 members 
Entering Unmasked Estep 
Score: -6283534.500000 Penalty: 5390.526367
	Iteration 61Q: 3 clusters Score -6283534 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36993 members 
Mstep: Class 2 contains 15477 members 
Entering Unmasked Estep 
Score: -6283539.500000 Penalty: 5390.526367
	Iteration 62Q: 3 clusters Score -6283540 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37101 members 
Mstep: Class 2 contains 15369 members 
Entering Unmasked Estep 
Score: -6283558.500000 Penalty: 5390.526367
	Iteration 63Q: 3 clusters Score -6283558 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37204 members 
Mstep: Class 2 contains 15266 members 
Entering Unmasked Estep 
Score: -6283571.000000 Penalty: 5390.526367
	Iteration 64Q: 3 clusters Score -6283571 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37307 members 
Mstep: Class 2 contains 15163 members 
Entering Unmasked Estep 
Score: -6283574.000000 Penalty: 5390.526367
	Iteration 65Q: 3 clusters Score -6283574 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37436 members 
Mstep: Class 2 contains 15034 members 
Entering Unmasked Estep 
Score: -6283600.000000 Penalty: 5390.526367
	Iteration 66Q: 3 clusters Score -6283600 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37560 members 
Mstep: Class 2 contains 14910 members 
Entering Unmasked Estep 
Score: -6283594.500000 Penalty: 5390.526367
	Iteration 67Q: 3 clusters Score -6283594 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37696 members 
Mstep: Class 2 contains 14774 members 
Entering Unmasked Estep 
Score: -6283594.500000 Penalty: 5390.526367
	Iteration 68Q: 3 clusters Score -6283594 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37846 members 
Mstep: Class 2 contains 14624 members 
Entering Unmasked Estep 
Score: -6283622.000000 Penalty: 5390.526367
	Iteration 69Q: 3 clusters Score -6283622 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37971 members 
Mstep: Class 2 contains 14499 members 
Entering Unmasked Estep 
Score: -6283628.500000 Penalty: 5390.526367
	Iteration 70Q: 3 clusters Score -6283628 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38093 members 
Mstep: Class 2 contains 14377 members 
Entering Unmasked Estep 
Score: -6283651.500000 Penalty: 5390.526367
	Iteration 71Q: 3 clusters Score -6283652 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38219 members 
Mstep: Class 2 contains 14251 members 
Entering Unmasked Estep 
Score: -6283659.500000 Penalty: 5390.526367
	Iteration 72Q: 3 clusters Score -6283660 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38330 members 
Mstep: Class 2 contains 14140 members 
Entering Unmasked Estep 
Score: -6283662.000000 Penalty: 5390.526367
	Iteration 73Q: 3 clusters Score -6283662 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38444 members 
Mstep: Class 2 contains 14026 members 
Entering Unmasked Estep 
Score: -6283685.000000 Penalty: 5390.526367
	Iteration 74Q: 3 clusters Score -6283685 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38545 members 
Mstep: Class 2 contains 13925 members 
Entering Unmasked Estep 
Score: -6283705.500000 Penalty: 5390.526367
	Iteration 75Q: 3 clusters Score -6283706 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38630 members 
Mstep: Class 2 contains 13840 members 
Entering Unmasked Estep 
Score: -6283728.500000 Penalty: 5390.526367
	Iteration 76Q: 3 clusters Score -6283728 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38707 members 
Mstep: Class 2 contains 13763 members 
Entering Unmasked Estep 
Score: -6283726.500000 Penalty: 5390.526367
	Iteration 77Q: 3 clusters Score -6283726 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38793 members 
Mstep: Class 2 contains 13677 members 
Entering Unmasked Estep 
Score: -6283739.500000 Penalty: 5390.526367
	Iteration 78Q: 3 clusters Score -6283740 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38890 members 
Mstep: Class 2 contains 13580 members 
Entering Unmasked Estep 
Score: -6283763.500000 Penalty: 5390.526367
	Iteration 79Q: 3 clusters Score -6283764 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38975 members 
Mstep: Class 2 contains 13495 members 
Entering Unmasked Estep 
Score: -6283778.000000 Penalty: 5390.526367
	Iteration 80F: 3 clusters Score -6283778 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39049 members 
Mstep: Class 2 contains 13421 members 
Entering Unmasked Estep 
Score: -6283782.500000 Penalty: 5390.526367
	Iteration 81Q: 3 clusters Score -6283782 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39118 members 
Mstep: Class 2 contains 13352 members 
Entering Unmasked Estep 
Score: -6283779.500000 Penalty: 5390.526367
	Iteration 82Q: 3 clusters Score -6283780 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39180 members 
Mstep: Class 2 contains 13290 members 
Entering Unmasked Estep 
Score: -6283815.500000 Penalty: 5390.526367
	Iteration 83Q: 3 clusters Score -6283816 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39244 members 
Mstep: Class 2 contains 13226 members 
Entering Unmasked Estep 
Score: -6283815.000000 Penalty: 5390.526367
	Iteration 84Q: 3 clusters Score -6283815 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39304 members 
Mstep: Class 2 contains 13166 members 
Entering Unmasked Estep 
Score: -6283818.000000 Penalty: 5390.526367
	Iteration 85Q: 3 clusters Score -6283818 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39360 members 
Mstep: Class 2 contains 13110 members 
Entering Unmasked Estep 
Score: -6283820.000000 Penalty: 5390.526367
	Iteration 86Q: 3 clusters Score -6283820 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39403 members 
Mstep: Class 2 contains 13067 members 
Entering Unmasked Estep 
Score: -6283809.500000 Penalty: 5390.526367
	Iteration 87Q: 3 clusters Score -6283810 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39452 members 
Mstep: Class 2 contains 13018 members 
Entering Unmasked Estep 
Score: -6283824.000000 Penalty: 5390.526367
	Iteration 88Q: 3 clusters Score -6283824 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39503 members 
Mstep: Class 2 contains 12967 members 
Entering Unmasked Estep 
Score: -6283836.000000 Penalty: 5390.526367
	Iteration 89Q: 3 clusters Score -6283836 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39544 members 
Mstep: Class 2 contains 12926 members 
Entering Unmasked Estep 
Score: -6283839.000000 Penalty: 5390.526367
	Iteration 90Q: 3 clusters Score -6283839 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39588 members 
Mstep: Class 2 contains 12882 members 
Entering Unmasked Estep 
Score: -6283834.000000 Penalty: 5390.526367
	Iteration 91Q: 3 clusters Score -6283834 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39634 members 
Mstep: Class 2 contains 12836 members 
Entering Unmasked Estep 
Score: -6283848.000000 Penalty: 5390.526367
	Iteration 92Q: 3 clusters Score -6283848 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39677 members 
Mstep: Class 2 contains 12793 members 
Entering Unmasked Estep 
Score: -6283837.000000 Penalty: 5390.526367
	Iteration 93Q: 3 clusters Score -6283837 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39708 members 
Mstep: Class 2 contains 12762 members 
Entering Unmasked Estep 
Score: -6283843.000000 Penalty: 5390.526367
	Iteration 94Q: 3 clusters Score -6283843 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39742 members 
Mstep: Class 2 contains 12728 members 
Entering Unmasked Estep 
Score: -6283849.500000 Penalty: 5390.526367
	Iteration 95Q: 3 clusters Score -6283850 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39786 members 
Mstep: Class 2 contains 12684 members 
Entering Unmasked Estep 
Score: -6283845.000000 Penalty: 5390.526367
	Iteration 96Q: 3 clusters Score -6283845 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39828 members 
Mstep: Class 2 contains 12642 members 
Entering Unmasked Estep 
Score: -6283838.000000 Penalty: 5390.526367
	Iteration 97Q: 3 clusters Score -6283838 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39865 members 
Mstep: Class 2 contains 12605 members 
Entering Unmasked Estep 
Score: -6283843.500000 Penalty: 5390.526367
	Iteration 98Q: 3 clusters Score -6283844 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39897 members 
Mstep: Class 2 contains 12573 members 
Entering Unmasked Estep 
Score: -6283839.500000 Penalty: 5390.526367
	Iteration 99Q: 3 clusters Score -6283840 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39929 members 
Mstep: Class 2 contains 12541 members 
Entering Unmasked Estep 
Score: -6283836.000000 Penalty: 5390.526367
	Iteration 100F: 3 clusters Score -6283836 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39960 members 
Mstep: Class 2 contains 12510 members 
Entering Unmasked Estep 
Score: -6283834.500000 Penalty: 5390.526367
	Iteration 101Q: 3 clusters Score -6283834 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40000 members 
Mstep: Class 2 contains 12470 members 
Entering Unmasked Estep 
Score: -6283832.500000 Penalty: 5390.526367
	Iteration 102Q: 3 clusters Score -6283832 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40039 members 
Mstep: Class 2 contains 12431 members 
Entering Unmasked Estep 
Score: -6283833.500000 Penalty: 5390.526367
	Iteration 103Q: 3 clusters Score -6283834 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40071 members 
Mstep: Class 2 contains 12399 members 
Entering Unmasked Estep 
Score: -6283828.000000 Penalty: 5390.526367
	Iteration 104Q: 3 clusters Score -6283828 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40103 members 
Mstep: Class 2 contains 12367 members 
Entering Unmasked Estep 
Score: -6283846.000000 Penalty: 5390.526367
	Iteration 105Q: 3 clusters Score -6283846 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40137 members 
Mstep: Class 2 contains 12333 members 
Entering Unmasked Estep 
Score: -6283838.000000 Penalty: 5390.526367
	Iteration 106Q: 3 clusters Score -6283838 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40187 members 
Mstep: Class 2 contains 12283 members 
Entering Unmasked Estep 
Score: -6283832.000000 Penalty: 5390.526367
	Iteration 107Q: 3 clusters Score -6283832 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40237 members 
Mstep: Class 2 contains 12233 members 
Entering Unmasked Estep 
Score: -6283802.000000 Penalty: 5390.526367
	Iteration 108Q: 3 clusters Score -6283802 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40291 members 
Mstep: Class 2 contains 12179 members 
Entering Unmasked Estep 
Score: -6283825.500000 Penalty: 5390.526367
	Iteration 109Q: 3 clusters Score -6283826 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40330 members 
Mstep: Class 2 contains 12140 members 
Entering Unmasked Estep 
Score: -6283817.000000 Penalty: 5390.526367
	Iteration 110Q: 3 clusters Score -6283817 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40380 members 
Mstep: Class 2 contains 12090 members 
Entering Unmasked Estep 
Score: -6283835.000000 Penalty: 5390.526367
	Iteration 111Q: 3 clusters Score -6283835 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40431 members 
Mstep: Class 2 contains 12039 members 
Entering Unmasked Estep 
Score: -6283834.500000 Penalty: 5390.526367
	Iteration 112Q: 3 clusters Score -6283834 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40478 members 
Mstep: Class 2 contains 11992 members 
Entering Unmasked Estep 
Score: -6283836.500000 Penalty: 5390.526367
	Iteration 113Q: 3 clusters Score -6283836 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40525 members 
Mstep: Class 2 contains 11945 members 
Entering Unmasked Estep 
Score: -6283858.500000 Penalty: 5390.526367
	Iteration 114Q: 3 clusters Score -6283858 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40565 members 
Mstep: Class 2 contains 11905 members 
Entering Unmasked Estep 
Score: -6283858.000000 Penalty: 5390.526367
	Iteration 115Q: 3 clusters Score -6283858 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40606 members 
Mstep: Class 2 contains 11864 members 
Entering Unmasked Estep 
Score: -6283842.500000 Penalty: 5390.526367
	Iteration 116Q: 3 clusters Score -6283842 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40638 members 
Mstep: Class 2 contains 11832 members 
Entering Unmasked Estep 
Score: -6283853.000000 Penalty: 5390.526367
	Iteration 117Q: 3 clusters Score -6283853 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40665 members 
Mstep: Class 2 contains 11805 members 
Entering Unmasked Estep 
Score: -6283851.500000 Penalty: 5390.526367
	Iteration 118Q: 3 clusters Score -6283852 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40692 members 
Mstep: Class 2 contains 11778 members 
Entering Unmasked Estep 
Score: -6283860.500000 Penalty: 5390.526367
	Iteration 119Q: 3 clusters Score -6283860 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40709 members 
Mstep: Class 2 contains 11761 members 
Entering Unmasked Estep 
Score: -6283862.000000 Penalty: 5390.526367
	Iteration 120F: 3 clusters Score -6283862 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40728 members 
Mstep: Class 2 contains 11742 members 
Entering Unmasked Estep 
Score: -6283868.000000 Penalty: 5390.526367
	Iteration 121Q: 3 clusters Score -6283868 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40747 members 
Mstep: Class 2 contains 11723 members 
Entering Unmasked Estep 
Score: -6283858.000000 Penalty: 5390.526367
	Iteration 122Q: 3 clusters Score -6283858 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40772 members 
Mstep: Class 2 contains 11698 members 
Entering Unmasked Estep 
Score: -6283864.500000 Penalty: 5390.526367
	Iteration 123Q: 3 clusters Score -6283864 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40800 members 
Mstep: Class 2 contains 11670 members 
Entering Unmasked Estep 
Score: -6283873.500000 Penalty: 5390.526367
	Iteration 124Q: 3 clusters Score -6283874 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40833 members 
Mstep: Class 2 contains 11637 members 
Entering Unmasked Estep 
Score: -6283871.000000 Penalty: 5390.526367
	Iteration 125Q: 3 clusters Score -6283871 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40863 members 
Mstep: Class 2 contains 11607 members 
Entering Unmasked Estep 
Score: -6283878.000000 Penalty: 5390.526367
	Iteration 126Q: 3 clusters Score -6283878 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40888 members 
Mstep: Class 2 contains 11582 members 
Entering Unmasked Estep 
Score: -6283883.000000 Penalty: 5390.526367
	Iteration 127Q: 3 clusters Score -6283883 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40906 members 
Mstep: Class 2 contains 11564 members 
Entering Unmasked Estep 
Score: -6283871.000000 Penalty: 5390.526367
	Iteration 128Q: 3 clusters Score -6283871 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40923 members 
Mstep: Class 2 contains 11547 members 
Entering Unmasked Estep 
Score: -6283868.000000 Penalty: 5390.526367
	Iteration 129Q: 3 clusters Score -6283868 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40935 members 
Mstep: Class 2 contains 11535 members 
Entering Unmasked Estep 
Score: -6283866.000000 Penalty: 5390.526367
	Iteration 130Q: 3 clusters Score -6283866 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40949 members 
Mstep: Class 2 contains 11521 members 
Entering Unmasked Estep 
Score: -6283868.500000 Penalty: 5390.526367
	Iteration 131Q: 3 clusters Score -6283868 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40959 members 
Mstep: Class 2 contains 11511 members 
Entering Unmasked Estep 
Score: -6283869.500000 Penalty: 5390.526367
	Iteration 132Q: 3 clusters Score -6283870 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40964 members 
Mstep: Class 2 contains 11506 members 
Entering Unmasked Estep 
Score: -6283867.000000 Penalty: 5390.526367
	Iteration 133Q: 3 clusters Score -6283867 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40968 members 
Mstep: Class 2 contains 11502 members 
Entering Unmasked Estep 
Score: -6283873.500000 Penalty: 5390.526367
	Iteration 134Q: 3 clusters Score -6283874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40970 members 
Mstep: Class 2 contains 11500 members 
Entering Unmasked Estep 
Score: -6283875.500000 Penalty: 5390.526367
	Iteration 135Q: 3 clusters Score -6283876 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40971 members 
Mstep: Class 2 contains 11499 members 
Entering Unmasked Estep 
Score: -6283874.000000 Penalty: 5390.526367
	Iteration 136Q: 3 clusters Score -6283874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40974 members 
Mstep: Class 2 contains 11496 members 
Entering Unmasked Estep 
Score: -6283867.500000 Penalty: 5390.526367
	Iteration 137Q: 3 clusters Score -6283868 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40980 members 
Mstep: Class 2 contains 11490 members 
Entering Unmasked Estep 
Score: -6283873.000000 Penalty: 5390.526367
	Iteration 138Q: 3 clusters Score -6283873 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40981 members 
Mstep: Class 2 contains 11489 members 
Entering Unmasked Estep 
Score: -6283871.000000 Penalty: 5390.526367
	Iteration 139Q: 3 clusters Score -6283871 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40983 members 
Mstep: Class 2 contains 11487 members 
Entering Unmasked Estep 
Score: -6283868.000000 Penalty: 5390.526367
	Iteration 140F: 3 clusters Score -6283868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40984 members 
Mstep: Class 2 contains 11486 members 
Entering Unmasked Estep 
Score: -6283866.000000 Penalty: 5390.526367
	Iteration 141Q: 3 clusters Score -6283866 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40984 members 
Mstep: Class 2 contains 11486 members 
Entering Unmasked Estep 
Score: -6283866.000000 Penalty: 5390.526367
	Iteration 142F: 3 clusters Score -6283866 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (5283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Entering Unmasked Estep 
Score: -641971.375000 Penalty: 2125.917969
	Iteration 0F: 2 clusters Score -641971.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -637333.250000 Penalty: 4251.835938
	Iteration 0F: 3 clusters Score -637333.2 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -638755.625000 Penalty: 4251.835938
	Iteration 1F: 3 clusters Score -638755.6 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -639267.500000 Penalty: 4251.835938
	Iteration 2F: 3 clusters Score -639267.5 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -639647.500000 Penalty: 4251.835938
	Iteration 3F: 3 clusters Score -639647.5 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -639921.062500 Penalty: 4251.835938
	Iteration 4F: 3 clusters Score -639921.1 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -640104.812500 Penalty: 4251.835938
	Iteration 5Q: 3 clusters Score -640104.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -640227.562500 Penalty: 4251.835938
	Iteration 6Q: 3 clusters Score -640227.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -640305.437500 Penalty: 4251.835938
	Iteration 7Q: 3 clusters Score -640305.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -640364.125000 Penalty: 4251.835938
	Iteration 8Q: 3 clusters Score -640364.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -640414.875000 Penalty: 4251.835938
	Iteration 9Q: 3 clusters Score -640414.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -640456.250000 Penalty: 4251.835938
	Iteration 10Q: 3 clusters Score -640456.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -640510.125000 Penalty: 4251.835938
	Iteration 11Q: 3 clusters Score -640510.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -640577.187500 Penalty: 4251.835938
	Iteration 12Q: 3 clusters Score -640577.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -640667.875000 Penalty: 4251.835938
	Iteration 13Q: 3 clusters Score -640667.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -640769.437500 Penalty: 4251.835938
	Iteration 14Q: 3 clusters Score -640769.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -640905.062500 Penalty: 4251.835938
	Iteration 15Q: 3 clusters Score -640905.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -641024.562500 Penalty: 4251.835938
	Iteration 16Q: 3 clusters Score -641024.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -641124.437500 Penalty: 4251.835938
	Iteration 17Q: 3 clusters Score -641124.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -641174.937500 Penalty: 4251.835938
	Iteration 18Q: 3 clusters Score -641174.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -641201.375000 Penalty: 4251.835938
	Iteration 19Q: 3 clusters Score -641201.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -641220.437500 Penalty: 4251.835938
	Iteration 20F: 3 clusters Score -641220.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -641239.500000 Penalty: 4251.835938
	Iteration 21Q: 3 clusters Score -641239.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -641252.937500 Penalty: 4251.835938
	Iteration 22Q: 3 clusters Score -641252.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -641262.187500 Penalty: 4251.835938
	Iteration 23Q: 3 clusters Score -641262.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -641269.125000 Penalty: 4251.835938
	Iteration 24Q: 3 clusters Score -641269.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -641273.562500 Penalty: 4251.835938
	Iteration 25Q: 3 clusters Score -641273.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -641275.375000 Penalty: 4251.835938
	Iteration 26Q: 3 clusters Score -641275.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -641277.625000 Penalty: 4251.835938
	Iteration 27Q: 3 clusters Score -641277.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -641282.875000 Penalty: 4251.835938
	Iteration 28Q: 3 clusters Score -641282.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -641285.375000 Penalty: 4251.835938
	Iteration 29Q: 3 clusters Score -641285.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -641286.375000 Penalty: 4251.835938
	Iteration 30Q: 3 clusters Score -641286.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -641287.187500 Penalty: 4251.835938
	Iteration 31Q: 3 clusters Score -641287.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -641289.062500 Penalty: 4251.835938
	Iteration 32Q: 3 clusters Score -641289.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -641289.875000 Penalty: 4251.835938
	Iteration 33Q: 3 clusters Score -641289.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -641289.937500 Penalty: 4251.835938
	Iteration 34Q: 3 clusters Score -641289.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -641290.062500 Penalty: 4251.835938
	Iteration 35Q: 3 clusters Score -641290.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -641290.812500 Penalty: 4251.835938
	Iteration 36Q: 3 clusters Score -641290.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -641291.625000 Penalty: 4251.835938
	Iteration 37Q: 3 clusters Score -641291.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -641291.562500 Penalty: 4251.835938
	Iteration 38Q: 3 clusters Score -641291.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -641292.625000 Penalty: 4251.835938
	Iteration 39Q: 3 clusters Score -641292.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -641294.687500 Penalty: 4251.835938
	Iteration 40F: 3 clusters Score -641294.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -641295.812500 Penalty: 4251.835938
	Iteration 41Q: 3 clusters Score -641295.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -641299.125000 Penalty: 4251.835938
	Iteration 42Q: 3 clusters Score -641299.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -641299.500000 Penalty: 4251.835938
	Iteration 43Q: 3 clusters Score -641299.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -641300.500000 Penalty: 4251.835938
	Iteration 44Q: 3 clusters Score -641300.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -641301.437500 Penalty: 4251.835938
	Iteration 45Q: 3 clusters Score -641301.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -641301.625000 Penalty: 4251.835938
	Iteration 46Q: 3 clusters Score -641301.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -641301.875000 Penalty: 4251.835938
	Iteration 47Q: 3 clusters Score -641301.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -641301.937500 Penalty: 4251.835938
	Iteration 48Q: 3 clusters Score -641301.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -641302.250000 Penalty: 4251.835938
	Iteration 49Q: 3 clusters Score -641302.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -641304.562500 Penalty: 4251.835938
	Iteration 50Q: 3 clusters Score -641304.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -641305.000000 Penalty: 4251.835938
	Iteration 51Q: 3 clusters Score -641305 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -641305.000000 Penalty: 4251.835938
	Iteration 52F: 3 clusters Score -641305 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (27268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27268 members 
Entering Unmasked Estep 
Score: -3474098.750000 Penalty: 2532.940430
	Iteration 0F: 2 clusters Score -3474099 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13617 members 
Mstep: Class 2 contains 13651 members 
Entering Unmasked Estep 
Score: -3455281.500000 Penalty: 5065.880859
	Iteration 0F: 3 clusters Score -3455282 nChanged 12235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13554 members 
Mstep: Class 2 contains 13714 members 
Entering Unmasked Estep 
Score: -3461968.250000 Penalty: 5065.880859
	Iteration 1F: 3 clusters Score -3461968 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13604 members 
Mstep: Class 2 contains 13664 members 
Entering Unmasked Estep 
Score: -3462390.500000 Penalty: 5065.880859
	Iteration 2Q: 3 clusters Score -3462390 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13647 members 
Mstep: Class 2 contains 13621 members 
Entering Unmasked Estep 
Score: -3462800.000000 Penalty: 5065.880859
	Iteration 3Q: 3 clusters Score -3462800 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13654 members 
Mstep: Class 2 contains 13614 members 
Entering Unmasked Estep 
Score: -3463228.750000 Penalty: 5065.880859
	Iteration 4Q: 3 clusters Score -3463229 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13672 members 
Mstep: Class 2 contains 13596 members 
Entering Unmasked Estep 
Score: -3463707.500000 Penalty: 5065.880859
	Iteration 5Q: 3 clusters Score -3463708 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13680 members 
Mstep: Class 2 contains 13588 members 
Entering Unmasked Estep 
Score: -3464226.250000 Penalty: 5065.880859
	Iteration 6Q: 3 clusters Score -3464226 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13727 members 
Mstep: Class 2 contains 13541 members 
Entering Unmasked Estep 
Score: -3464735.250000 Penalty: 5065.880859
	Iteration 7Q: 3 clusters Score -3464735 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13832 members 
Mstep: Class 2 contains 13436 members 
Entering Unmasked Estep 
Score: -3465255.750000 Penalty: 5065.880859
	Iteration 8Q: 3 clusters Score -3465256 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13934 members 
Mstep: Class 2 contains 13334 members 
Entering Unmasked Estep 
Score: -3465701.500000 Penalty: 5065.880859
	Iteration 9Q: 3 clusters Score -3465702 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14091 members 
Mstep: Class 2 contains 13177 members 
Entering Unmasked Estep 
Score: -3466122.000000 Penalty: 5065.880859
	Iteration 10Q: 3 clusters Score -3466122 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14305 members 
Mstep: Class 2 contains 12963 members 
Entering Unmasked Estep 
Score: -3466484.500000 Penalty: 5065.880859
	Iteration 11Q: 3 clusters Score -3466484 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14597 members 
Mstep: Class 2 contains 12671 members 
Entering Unmasked Estep 
Score: -3466850.000000 Penalty: 5065.880859
	Iteration 12Q: 3 clusters Score -3466850 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14931 members 
Mstep: Class 2 contains 12337 members 
Entering Unmasked Estep 
Score: -3467131.500000 Penalty: 5065.880859
	Iteration 13Q: 3 clusters Score -3467132 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15356 members 
Mstep: Class 2 contains 11912 members 
Entering Unmasked Estep 
Score: -3467410.500000 Penalty: 5065.880859
	Iteration 14Q: 3 clusters Score -3467410 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15759 members 
Mstep: Class 2 contains 11509 members 
Entering Unmasked Estep 
Score: -3467634.500000 Penalty: 5065.880859
	Iteration 15Q: 3 clusters Score -3467634 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16194 members 
Mstep: Class 2 contains 11074 members 
Entering Unmasked Estep 
Score: -3467837.000000 Penalty: 5065.880859
	Iteration 16Q: 3 clusters Score -3467837 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16637 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -3468022.750000 Penalty: 5065.880859
	Iteration 17Q: 3 clusters Score -3468023 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17104 members 
Mstep: Class 2 contains 10164 members 
Entering Unmasked Estep 
Score: -3468200.250000 Penalty: 5065.880859
	Iteration 18Q: 3 clusters Score -3468200 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17566 members 
Mstep: Class 2 contains 9702 members 
Entering Unmasked Estep 
Score: -3468348.250000 Penalty: 5065.880859
	Iteration 19Q: 3 clusters Score -3468348 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18079 members 
Mstep: Class 2 contains 9189 members 
Entering Unmasked Estep 
Score: -3468544.000000 Penalty: 5065.880859
	Iteration 20F: 3 clusters Score -3468544 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18649 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -3468749.500000 Penalty: 5065.880859
	Iteration 21Q: 3 clusters Score -3468750 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19250 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -3468982.250000 Penalty: 5065.880859
	Iteration 22Q: 3 clusters Score -3468982 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19838 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -3469236.000000 Penalty: 5065.880859
	Iteration 23Q: 3 clusters Score -3469236 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20449 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -3469521.000000 Penalty: 5065.880859
	Iteration 24Q: 3 clusters Score -3469521 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21060 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -3469831.750000 Penalty: 5065.880859
	Iteration 25Q: 3 clusters Score -3469832 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21674 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -3470244.000000 Penalty: 5065.880859
	Iteration 26Q: 3 clusters Score -3470244 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22288 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -3470706.000000 Penalty: 5065.880859
	Iteration 27Q: 3 clusters Score -3470706 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22837 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -3471207.250000 Penalty: 5065.880859
	Iteration 28Q: 3 clusters Score -3471207 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23219 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -3471628.000000 Penalty: 5065.880859
	Iteration 29Q: 3 clusters Score -3471628 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23502 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -3471961.750000 Penalty: 5065.880859
	Iteration 30Q: 3 clusters Score -3471962 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23692 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -3472215.750000 Penalty: 5065.880859
	Iteration 31Q: 3 clusters Score -3472216 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23814 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -3472375.000000 Penalty: 5065.880859
	Iteration 32Q: 3 clusters Score -3472375 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23913 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -3472473.250000 Penalty: 5065.880859
	Iteration 33Q: 3 clusters Score -3472473 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23992 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -3472539.000000 Penalty: 5065.880859
	Iteration 34Q: 3 clusters Score -3472539 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24046 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -3472586.750000 Penalty: 5065.880859
	Iteration 35Q: 3 clusters Score -3472587 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24079 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -3472607.250000 Penalty: 5065.880859
	Iteration 36Q: 3 clusters Score -3472607 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24103 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -3472621.250000 Penalty: 5065.880859
	Iteration 37Q: 3 clusters Score -3472621 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24122 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -3472625.500000 Penalty: 5065.880859
	Iteration 38Q: 3 clusters Score -3472626 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24139 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -3472635.250000 Penalty: 5065.880859
	Iteration 39Q: 3 clusters Score -3472635 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24154 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -3472642.750000 Penalty: 5065.880859
	Iteration 40F: 3 clusters Score -3472643 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24157 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -3472650.500000 Penalty: 5065.880859
	Iteration 41Q: 3 clusters Score -3472650 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24163 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -3472642.500000 Penalty: 5065.880859
	Iteration 42Q: 3 clusters Score -3472642 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24168 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -3472645.750000 Penalty: 5065.880859
	Iteration 43Q: 3 clusters Score -3472646 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24177 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -3472647.000000 Penalty: 5065.880859
	Iteration 44Q: 3 clusters Score -3472647 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24178 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -3472653.000000 Penalty: 5065.880859
	Iteration 45Q: 3 clusters Score -3472653 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24179 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -3472658.500000 Penalty: 5065.880859
	Iteration 46Q: 3 clusters Score -3472658 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24184 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -3472659.250000 Penalty: 5065.880859
	Iteration 47Q: 3 clusters Score -3472659 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24194 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -3472666.500000 Penalty: 5065.880859
	Iteration 48Q: 3 clusters Score -3472666 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24200 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -3472667.750000 Penalty: 5065.880859
	Iteration 49Q: 3 clusters Score -3472668 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24203 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -3472665.000000 Penalty: 5065.880859
	Iteration 50Q: 3 clusters Score -3472665 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24205 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -3472671.500000 Penalty: 5065.880859
	Iteration 51Q: 3 clusters Score -3472672 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24204 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -3472668.750000 Penalty: 5065.880859
	Iteration 52Q: 3 clusters Score -3472669 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24204 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -3472664.750000 Penalty: 5065.880859
	Iteration 53Q: 3 clusters Score -3472665 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24206 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -3472663.500000 Penalty: 5065.880859
	Iteration 54Q: 3 clusters Score -3472664 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24207 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -3472664.250000 Penalty: 5065.880859
	Iteration 55Q: 3 clusters Score -3472664 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24211 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -3472667.500000 Penalty: 5065.880859
	Iteration 56Q: 3 clusters Score -3472668 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24210 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -3472665.250000 Penalty: 5065.880859
	Iteration 57Q: 3 clusters Score -3472665 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24210 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -3472665.250000 Penalty: 5065.880859
	Iteration 58F: 3 clusters Score -3472665 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (8398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Entering Unmasked Estep 
Score: -956155.187500 Penalty: 2240.865723
	Iteration 0F: 2 clusters Score -956155.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -949553.562500 Penalty: 4481.731445
	Iteration 0F: 3 clusters Score -949553.6 nChanged 3391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -951517.562500 Penalty: 4481.731445
	Iteration 1F: 3 clusters Score -951517.6 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -952042.625000 Penalty: 4481.731445
	Iteration 2F: 3 clusters Score -952042.6 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -952551.562500 Penalty: 4481.731445
	Iteration 3F: 3 clusters Score -952551.6 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -953028.062500 Penalty: 4481.731445
	Iteration 4F: 3 clusters Score -953028.1 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -953429.187500 Penalty: 4481.731445
	Iteration 5F: 3 clusters Score -953429.2 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -953742.312500 Penalty: 4481.731445
	Iteration 6F: 3 clusters Score -953742.3 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -953956.937500 Penalty: 4481.731445
	Iteration 7Q: 3 clusters Score -953956.9 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -954136.687500 Penalty: 4481.731445
	Iteration 8Q: 3 clusters Score -954136.7 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -954268.625000 Penalty: 4481.731445
	Iteration 9Q: 3 clusters Score -954268.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -954359.687500 Penalty: 4481.731445
	Iteration 10Q: 3 clusters Score -954359.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -954413.812500 Penalty: 4481.731445
	Iteration 11Q: 3 clusters Score -954413.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -954455.562500 Penalty: 4481.731445
	Iteration 12Q: 3 clusters Score -954455.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -954485.187500 Penalty: 4481.731445
	Iteration 13Q: 3 clusters Score -954485.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -954507.312500 Penalty: 4481.731445
	Iteration 14Q: 3 clusters Score -954507.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -954524.437500 Penalty: 4481.731445
	Iteration 15Q: 3 clusters Score -954524.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -954536.000000 Penalty: 4481.731445
	Iteration 16Q: 3 clusters Score -954536 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -954544.562500 Penalty: 4481.731445
	Iteration 17Q: 3 clusters Score -954544.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -954555.562500 Penalty: 4481.731445
	Iteration 18Q: 3 clusters Score -954555.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -954569.250000 Penalty: 4481.731445
	Iteration 19Q: 3 clusters Score -954569.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -954576.812500 Penalty: 4481.731445
	Iteration 20F: 3 clusters Score -954576.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -954589.062500 Penalty: 4481.731445
	Iteration 21Q: 3 clusters Score -954589.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -954600.625000 Penalty: 4481.731445
	Iteration 22Q: 3 clusters Score -954600.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -954612.687500 Penalty: 4481.731445
	Iteration 23Q: 3 clusters Score -954612.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -954623.062500 Penalty: 4481.731445
	Iteration 24Q: 3 clusters Score -954623.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -954636.187500 Penalty: 4481.731445
	Iteration 25Q: 3 clusters Score -954636.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -954647.750000 Penalty: 4481.731445
	Iteration 26Q: 3 clusters Score -954647.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -954656.875000 Penalty: 4481.731445
	Iteration 27Q: 3 clusters Score -954656.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -954663.750000 Penalty: 4481.731445
	Iteration 28Q: 3 clusters Score -954663.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -954672.125000 Penalty: 4481.731445
	Iteration 29Q: 3 clusters Score -954672.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -954676.000000 Penalty: 4481.731445
	Iteration 30Q: 3 clusters Score -954676 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -954682.187500 Penalty: 4481.731445
	Iteration 31Q: 3 clusters Score -954682.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -954685.250000 Penalty: 4481.731445
	Iteration 32Q: 3 clusters Score -954685.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -954691.375000 Penalty: 4481.731445
	Iteration 33Q: 3 clusters Score -954691.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -954693.937500 Penalty: 4481.731445
	Iteration 34Q: 3 clusters Score -954693.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -954697.125000 Penalty: 4481.731445
	Iteration 35Q: 3 clusters Score -954697.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -954701.312500 Penalty: 4481.731445
	Iteration 36Q: 3 clusters Score -954701.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -954703.750000 Penalty: 4481.731445
	Iteration 37Q: 3 clusters Score -954703.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -954708.750000 Penalty: 4481.731445
	Iteration 38Q: 3 clusters Score -954708.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -954714.187500 Penalty: 4481.731445
	Iteration 39Q: 3 clusters Score -954714.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -954715.437500 Penalty: 4481.731445
	Iteration 40F: 3 clusters Score -954715.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -954721.625000 Penalty: 4481.731445
	Iteration 41Q: 3 clusters Score -954721.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -954723.437500 Penalty: 4481.731445
	Iteration 42Q: 3 clusters Score -954723.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -954723.437500 Penalty: 4481.731445
	Iteration 43Q: 3 clusters Score -954723.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -954727.750000 Penalty: 4481.731445
	Iteration 44Q: 3 clusters Score -954727.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -954729.562500 Penalty: 4481.731445
	Iteration 45Q: 3 clusters Score -954729.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -954736.062500 Penalty: 4481.731445
	Iteration 46Q: 3 clusters Score -954736.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -954741.937500 Penalty: 4481.731445
	Iteration 47Q: 3 clusters Score -954741.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -954748.187500 Penalty: 4481.731445
	Iteration 48Q: 3 clusters Score -954748.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -954754.125000 Penalty: 4481.731445
	Iteration 49Q: 3 clusters Score -954754.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -954760.687500 Penalty: 4481.731445
	Iteration 50Q: 3 clusters Score -954760.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -954763.125000 Penalty: 4481.731445
	Iteration 51Q: 3 clusters Score -954763.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -954770.125000 Penalty: 4481.731445
	Iteration 52Q: 3 clusters Score -954770.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -954770.312500 Penalty: 4481.731445
	Iteration 53Q: 3 clusters Score -954770.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -954772.187500 Penalty: 4481.731445
	Iteration 54Q: 3 clusters Score -954772.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -954781.562500 Penalty: 4481.731445
	Iteration 55Q: 3 clusters Score -954781.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -954790.437500 Penalty: 4481.731445
	Iteration 56Q: 3 clusters Score -954790.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -954795.000000 Penalty: 4481.731445
	Iteration 57Q: 3 clusters Score -954795 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -954802.125000 Penalty: 4481.731445
	Iteration 58Q: 3 clusters Score -954802.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -954807.562500 Penalty: 4481.731445
	Iteration 59Q: 3 clusters Score -954807.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -954814.625000 Penalty: 4481.731445
	Iteration 60F: 3 clusters Score -954814.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -954820.750000 Penalty: 4481.731445
	Iteration 61Q: 3 clusters Score -954820.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -954827.562500 Penalty: 4481.731445
	Iteration 62Q: 3 clusters Score -954827.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -954833.437500 Penalty: 4481.731445
	Iteration 63Q: 3 clusters Score -954833.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -954838.375000 Penalty: 4481.731445
	Iteration 64Q: 3 clusters Score -954838.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -954842.750000 Penalty: 4481.731445
	Iteration 65Q: 3 clusters Score -954842.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -954844.875000 Penalty: 4481.731445
	Iteration 66Q: 3 clusters Score -954844.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -954846.375000 Penalty: 4481.731445
	Iteration 67Q: 3 clusters Score -954846.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -954847.437500 Penalty: 4481.731445
	Iteration 68Q: 3 clusters Score -954847.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -954848.062500 Penalty: 4481.731445
	Iteration 69Q: 3 clusters Score -954848.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -954853.125000 Penalty: 4481.731445
	Iteration 70Q: 3 clusters Score -954853.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -954852.687500 Penalty: 4481.731445
	Iteration 71Q: 3 clusters Score -954852.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -954857.750000 Penalty: 4481.731445
	Iteration 72Q: 3 clusters Score -954857.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -954860.875000 Penalty: 4481.731445
	Iteration 73Q: 3 clusters Score -954860.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -954866.437500 Penalty: 4481.731445
	Iteration 74Q: 3 clusters Score -954866.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -954869.687500 Penalty: 4481.731445
	Iteration 75Q: 3 clusters Score -954869.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -954877.000000 Penalty: 4481.731445
	Iteration 76Q: 3 clusters Score -954877 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -954879.687500 Penalty: 4481.731445
	Iteration 77Q: 3 clusters Score -954879.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -954885.812500 Penalty: 4481.731445
	Iteration 78Q: 3 clusters Score -954885.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -954892.312500 Penalty: 4481.731445
	Iteration 79Q: 3 clusters Score -954892.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -954893.687500 Penalty: 4481.731445
	Iteration 80F: 3 clusters Score -954893.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -954899.437500 Penalty: 4481.731445
	Iteration 81Q: 3 clusters Score -954899.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -954902.125000 Penalty: 4481.731445
	Iteration 82Q: 3 clusters Score -954902.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -954906.250000 Penalty: 4481.731445
	Iteration 83Q: 3 clusters Score -954906.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -954910.187500 Penalty: 4481.731445
	Iteration 84Q: 3 clusters Score -954910.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -954917.000000 Penalty: 4481.731445
	Iteration 85Q: 3 clusters Score -954917 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -954920.875000 Penalty: 4481.731445
	Iteration 86Q: 3 clusters Score -954920.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -954925.937500 Penalty: 4481.731445
	Iteration 87Q: 3 clusters Score -954925.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -954927.875000 Penalty: 4481.731445
	Iteration 88Q: 3 clusters Score -954927.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -954932.500000 Penalty: 4481.731445
	Iteration 89Q: 3 clusters Score -954932.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -954934.000000 Penalty: 4481.731445
	Iteration 90Q: 3 clusters Score -954934 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -954938.750000 Penalty: 4481.731445
	Iteration 91Q: 3 clusters Score -954938.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -954941.812500 Penalty: 4481.731445
	Iteration 92Q: 3 clusters Score -954941.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -954942.625000 Penalty: 4481.731445
	Iteration 93Q: 3 clusters Score -954942.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -954945.312500 Penalty: 4481.731445
	Iteration 94Q: 3 clusters Score -954945.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -954946.687500 Penalty: 4481.731445
	Iteration 95Q: 3 clusters Score -954946.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -954949.250000 Penalty: 4481.731445
	Iteration 96Q: 3 clusters Score -954949.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -954951.250000 Penalty: 4481.731445
	Iteration 97Q: 3 clusters Score -954951.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -954952.562500 Penalty: 4481.731445
	Iteration 98Q: 3 clusters Score -954952.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -954953.812500 Penalty: 4481.731445
	Iteration 99Q: 3 clusters Score -954953.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -954953.625000 Penalty: 4481.731445
	Iteration 100F: 3 clusters Score -954953.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -954956.187500 Penalty: 4481.731445
	Iteration 101Q: 3 clusters Score -954956.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -954958.375000 Penalty: 4481.731445
	Iteration 102Q: 3 clusters Score -954958.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -954961.187500 Penalty: 4481.731445
	Iteration 103Q: 3 clusters Score -954961.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -954961.500000 Penalty: 4481.731445
	Iteration 104Q: 3 clusters Score -954961.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -954963.625000 Penalty: 4481.731445
	Iteration 105Q: 3 clusters Score -954963.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -954966.562500 Penalty: 4481.731445
	Iteration 106Q: 3 clusters Score -954966.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -954969.500000 Penalty: 4481.731445
	Iteration 107Q: 3 clusters Score -954969.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -954969.625000 Penalty: 4481.731445
	Iteration 108Q: 3 clusters Score -954969.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -954970.062500 Penalty: 4481.731445
	Iteration 109Q: 3 clusters Score -954970.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -954969.437500 Penalty: 4481.731445
	Iteration 110Q: 3 clusters Score -954969.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -954971.125000 Penalty: 4481.731445
	Iteration 111Q: 3 clusters Score -954971.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -954971.125000 Penalty: 4481.731445
	Iteration 112F: 3 clusters Score -954971.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Entering Unmasked Estep 
Score: -548864.562500 Penalty: 2085.803711
	Iteration 0F: 2 clusters Score -548864.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -544661.187500 Penalty: 4171.607422
	Iteration 0F: 3 clusters Score -544661.2 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -545720.937500 Penalty: 4171.607422
	Iteration 1F: 3 clusters Score -545720.9 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -546009.000000 Penalty: 4171.607422
	Iteration 2F: 3 clusters Score -546009 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -546264.375000 Penalty: 4171.607422
	Iteration 3F: 3 clusters Score -546264.4 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -546524.812500 Penalty: 4171.607422
	Iteration 4F: 3 clusters Score -546524.8 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -546771.312500 Penalty: 4171.607422
	Iteration 5F: 3 clusters Score -546771.3 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -547019.437500 Penalty: 4171.607422
	Iteration 6F: 3 clusters Score -547019.4 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -547270.000000 Penalty: 4171.607422
	Iteration 7F: 3 clusters Score -547270 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -547482.937500 Penalty: 4171.607422
	Iteration 8F: 3 clusters Score -547482.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -547684.937500 Penalty: 4171.607422
	Iteration 9Q: 3 clusters Score -547684.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -547846.437500 Penalty: 4171.607422
	Iteration 10Q: 3 clusters Score -547846.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -547956.750000 Penalty: 4171.607422
	Iteration 11Q: 3 clusters Score -547956.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -548026.625000 Penalty: 4171.607422
	Iteration 12Q: 3 clusters Score -548026.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -548065.312500 Penalty: 4171.607422
	Iteration 13Q: 3 clusters Score -548065.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -548102.000000 Penalty: 4171.607422
	Iteration 14Q: 3 clusters Score -548102 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -548138.937500 Penalty: 4171.607422
	Iteration 15Q: 3 clusters Score -548138.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -548165.500000 Penalty: 4171.607422
	Iteration 16Q: 3 clusters Score -548165.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -548188.500000 Penalty: 4171.607422
	Iteration 17Q: 3 clusters Score -548188.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -548206.437500 Penalty: 4171.607422
	Iteration 18Q: 3 clusters Score -548206.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -548223.437500 Penalty: 4171.607422
	Iteration 19Q: 3 clusters Score -548223.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -548235.750000 Penalty: 4171.607422
	Iteration 20F: 3 clusters Score -548235.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -548250.437500 Penalty: 4171.607422
	Iteration 21Q: 3 clusters Score -548250.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -548262.062500 Penalty: 4171.607422
	Iteration 22Q: 3 clusters Score -548262.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -548273.000000 Penalty: 4171.607422
	Iteration 23Q: 3 clusters Score -548273 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -548282.875000 Penalty: 4171.607422
	Iteration 24Q: 3 clusters Score -548282.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -548292.750000 Penalty: 4171.607422
	Iteration 25Q: 3 clusters Score -548292.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -548298.125000 Penalty: 4171.607422
	Iteration 26Q: 3 clusters Score -548298.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -548299.125000 Penalty: 4171.607422
	Iteration 27Q: 3 clusters Score -548299.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -548301.500000 Penalty: 4171.607422
	Iteration 28Q: 3 clusters Score -548301.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -548301.312500 Penalty: 4171.607422
	Iteration 29Q: 3 clusters Score -548301.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -548302.250000 Penalty: 4171.607422
	Iteration 30Q: 3 clusters Score -548302.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -548302.250000 Penalty: 4171.607422
	Iteration 31F: 3 clusters Score -548302.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (26566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26566 members 
Entering Unmasked Estep 
Score: -3387973.500000 Penalty: 2526.472168
	Iteration 0F: 2 clusters Score -3387974 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13433 members 
Mstep: Class 2 contains 13133 members 
Entering Unmasked Estep 
Score: -3369637.750000 Penalty: 5052.944336
	Iteration 0F: 3 clusters Score -3369638 nChanged 11877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14356 members 
Mstep: Class 2 contains 12210 members 
Entering Unmasked Estep 
Score: -3376182.500000 Penalty: 5052.944336
	Iteration 1F: 3 clusters Score -3376182 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14857 members 
Mstep: Class 2 contains 11709 members 
Entering Unmasked Estep 
Score: -3376867.250000 Penalty: 5052.944336
	Iteration 2F: 3 clusters Score -3376867 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15582 members 
Mstep: Class 2 contains 10984 members 
Entering Unmasked Estep 
Score: -3377667.750000 Penalty: 5052.944336
	Iteration 3F: 3 clusters Score -3377668 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16580 members 
Mstep: Class 2 contains 9986 members 
Entering Unmasked Estep 
Score: -3378680.000000 Penalty: 5052.944336
	Iteration 4F: 3 clusters Score -3378680 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17900 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -3379972.000000 Penalty: 5052.944336
	Iteration 5F: 3 clusters Score -3379972 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19390 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -3381506.750000 Penalty: 5052.944336
	Iteration 6F: 3 clusters Score -3381507 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20880 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -3383007.500000 Penalty: 5052.944336
	Iteration 7F: 3 clusters Score -3383008 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22122 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -3384220.500000 Penalty: 5052.944336
	Iteration 8F: 3 clusters Score -3384220 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23084 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -3385070.000000 Penalty: 5052.944336
	Iteration 9Q: 3 clusters Score -3385070 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23825 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -3385640.750000 Penalty: 5052.944336
	Iteration 10Q: 3 clusters Score -3385641 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24337 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -3386000.500000 Penalty: 5052.944336
	Iteration 11Q: 3 clusters Score -3386000 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24693 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -3386198.500000 Penalty: 5052.944336
	Iteration 12Q: 3 clusters Score -3386198 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24953 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -3386358.750000 Penalty: 5052.944336
	Iteration 13Q: 3 clusters Score -3386359 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25134 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -3386454.750000 Penalty: 5052.944336
	Iteration 14Q: 3 clusters Score -3386455 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25268 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -3386539.750000 Penalty: 5052.944336
	Iteration 15Q: 3 clusters Score -3386540 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25371 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -3386597.750000 Penalty: 5052.944336
	Iteration 16Q: 3 clusters Score -3386598 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25455 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -3386658.000000 Penalty: 5052.944336
	Iteration 17Q: 3 clusters Score -3386658 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25509 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -3386670.000000 Penalty: 5052.944336
	Iteration 18Q: 3 clusters Score -3386670 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25544 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -3386683.250000 Penalty: 5052.944336
	Iteration 19Q: 3 clusters Score -3386683 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25565 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -3386699.250000 Penalty: 5052.944336
	Iteration 20F: 3 clusters Score -3386699 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25580 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -3386696.000000 Penalty: 5052.944336
	Iteration 21Q: 3 clusters Score -3386696 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25592 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -3386705.500000 Penalty: 5052.944336
	Iteration 22Q: 3 clusters Score -3386706 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25601 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -3386707.500000 Penalty: 5052.944336
	Iteration 23Q: 3 clusters Score -3386708 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25608 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -3386708.000000 Penalty: 5052.944336
	Iteration 24Q: 3 clusters Score -3386708 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25616 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -3386708.500000 Penalty: 5052.944336
	Iteration 25Q: 3 clusters Score -3386708 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25624 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -3386714.250000 Penalty: 5052.944336
	Iteration 26Q: 3 clusters Score -3386714 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25629 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -3386711.250000 Penalty: 5052.944336
	Iteration 27Q: 3 clusters Score -3386711 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25636 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -3386715.250000 Penalty: 5052.944336
	Iteration 28Q: 3 clusters Score -3386715 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25640 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -3386715.000000 Penalty: 5052.944336
	Iteration 29Q: 3 clusters Score -3386715 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25644 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -3386715.250000 Penalty: 5052.944336
	Iteration 30Q: 3 clusters Score -3386715 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25648 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -3386718.500000 Penalty: 5052.944336
	Iteration 31Q: 3 clusters Score -3386718 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25651 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -3386716.000000 Penalty: 5052.944336
	Iteration 32Q: 3 clusters Score -3386716 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25653 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -3386720.250000 Penalty: 5052.944336
	Iteration 33Q: 3 clusters Score -3386720 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25653 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -3386720.250000 Penalty: 5052.944336
	Iteration 34F: 3 clusters Score -3386720 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Entering Unmasked Estep 
Score: -112313.406250 Penalty: 1659.020508
	Iteration 0F: 2 clusters Score -112313.4 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 395 members 
Entering Unmasked Estep 
Score: -110776.078125 Penalty: 3318.041016
	Iteration 0F: 3 clusters Score -110776.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -111779.289062 Penalty: 3318.041016
	Iteration 1F: 3 clusters Score -111779.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -112371.960938 Penalty: 3318.041016
	Iteration 2F: 3 clusters Score -112372 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -112827.531250 Penalty: 3318.041016
	Iteration 3F: 3 clusters Score -112827.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -113266.578125 Penalty: 3318.041016
	Iteration 4Q: 3 clusters Score -113266.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -113364.562500 Penalty: 3318.041016
	Iteration 5Q: 3 clusters Score -113364.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -113384.984375 Penalty: 3318.041016
	Iteration 6Q: 3 clusters Score -113385 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -113421.843750 Penalty: 3318.041016
	Iteration 7Q: 3 clusters Score -113421.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -113490.992188 Penalty: 3318.041016
	Iteration 8Q: 3 clusters Score -113491 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -113588.429688 Penalty: 3318.041016
	Iteration 9Q: 3 clusters Score -113588.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -113612.960938 Penalty: 3318.041016
	Iteration 10Q: 3 clusters Score -113613 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -113620.421875 Penalty: 3318.041016
	Iteration 11Q: 3 clusters Score -113620.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -113662.867188 Penalty: 3318.041016
	Iteration 12Q: 3 clusters Score -113662.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -113685.484375 Penalty: 3318.041016
	Iteration 13Q: 3 clusters Score -113685.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -113685.484375 Penalty: 3318.041016
	Iteration 14F: 3 clusters Score -113685.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 52470 members 
Mstep: Class 3 contains 5283 members 
Mstep: Class 4 contains 27268 members 
Mstep: Class 5 contains 8398 members 
Mstep: Class 6 contains 4494 members 
Mstep: Class 7 contains 26566 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 10609 members 
Mstep: Class 10 contains 3005 members 
Mstep: Class 11 contains 37308 members 
Mstep: Class 12 contains 23431 members 
Mstep: Class 13 contains 215695 members 
Mstep: Class 14 contains 41086 members 
Mstep: Class 15 contains 988 members 
Mstep: Class 16 contains 28886 members 
Mstep: Class 17 contains 9473 members 
Mstep: Class 18 contains 14296 members 
Mstep: Class 19 contains 61769 members 
Mstep: Class 20 contains 11035 members 
Mstep: Class 21 contains 16376 members 
Mstep: Class 22 contains 2989 members 
Mstep: Class 23 contains 2567 members 
Mstep: Class 24 contains 18623 members 
Mstep: Class 25 contains 2066 members 
Mstep: Class 26 contains 22020 members 
Mstep: Class 27 contains 6160 members 
Mstep: Class 28 contains 4155 members 
Mstep: Class 29 contains 37334 members 
Mstep: Class 30 contains 4525 members 
Mstep: Class 31 contains 482 members 
Mstep: Class 32 contains 442 members 
Mstep: Class 33 contains 39438 members 
Mstep: Class 34 contains 638 members 
Mstep: Class 35 contains 8666 members 
Mstep: Class 36 contains 2455 members 
Mstep: Class 37 contains 164403 members 
Mstep: Class 38 contains 8444 members 
Mstep: Class 39 contains 4228 members 
Mstep: Class 40 contains 5303 members 
Mstep: Class 41 contains 2905 members 
Mstep: Class 42 contains 3698 members 
Mstep: Class 43 contains 550 members 
Mstep: Class 44 contains 3469 members 
Mstep: Class 45 contains 1909 members 
Mstep: Class 46 contains 362 members 
Mstep: Class 47 contains 5042 members 
Mstep: Class 48 contains 4963 members 
Mstep: Class 49 contains 4223 members 
Mstep: Class 50 contains 6288 members 
Mstep: Class 51 contains 175675 members 
Mstep: Class 52 contains 348 members 
Mstep: Class 53 contains 358 members 
Mstep: Class 54 contains 663 members 
Mstep: Class 55 contains 4241 members 
Mstep: Class 56 contains 2287 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 9745 members 
Mstep: Class 59 contains 3628 members 
Mstep: Class 60 contains 18150 members 
Mstep: Class 61 contains 255 members 
Mstep: Class 62 contains 1028 members 
Mstep: Class 63 contains 768 members 
Mstep: Class 64 contains 580 members 
Mstep: Class 65 contains 1140 members 
Mstep: Class 66 contains 262 members 
Mstep: Class 67 contains 436 members 
Mstep: Class 68 contains 725 members 
Entering Unmasked Estep 
Score: -147541536.000000 Penalty: 235893.484375
Splitting cluster 8 changes total score from -147541664.000000 to -147541536.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (10609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10609 members 
Entering Unmasked Estep 
Score: -1332311.000000 Penalty: 2298.825439
	Iteration 0F: 2 clusters Score -1332311 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -1324246.375000 Penalty: 4597.650879
	Iteration 0F: 3 clusters Score -1324246 nChanged 4482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -1326587.875000 Penalty: 4597.650879
	Iteration 1F: 3 clusters Score -1326588 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -1326854.125000 Penalty: 4597.650879
	Iteration 2F: 3 clusters Score -1326854 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -1327043.250000 Penalty: 4597.650879
	Iteration 3Q: 3 clusters Score -1327043 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -1327189.625000 Penalty: 4597.650879
	Iteration 4Q: 3 clusters Score -1327190 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -1327303.625000 Penalty: 4597.650879
	Iteration 5Q: 3 clusters Score -1327304 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -1327416.500000 Penalty: 4597.650879
	Iteration 6Q: 3 clusters Score -1327416 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -1327530.125000 Penalty: 4597.650879
	Iteration 7Q: 3 clusters Score -1327530 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -1327665.750000 Penalty: 4597.650879
	Iteration 8Q: 3 clusters Score -1327666 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -1327848.000000 Penalty: 4597.650879
	Iteration 9Q: 3 clusters Score -1327848 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -1328060.625000 Penalty: 4597.650879
	Iteration 10Q: 3 clusters Score -1328061 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -1328340.875000 Penalty: 4597.650879
	Iteration 11Q: 3 clusters Score -1328341 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -1328689.750000 Penalty: 4597.650879
	Iteration 12Q: 3 clusters Score -1328690 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -1329095.375000 Penalty: 4597.650879
	Iteration 13Q: 3 clusters Score -1329095 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -1329522.375000 Penalty: 4597.650879
	Iteration 14Q: 3 clusters Score -1329522 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -1329894.250000 Penalty: 4597.650879
	Iteration 15Q: 3 clusters Score -1329894 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -1330193.500000 Penalty: 4597.650879
	Iteration 16Q: 3 clusters Score -1330194 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -1330412.625000 Penalty: 4597.650879
	Iteration 17Q: 3 clusters Score -1330413 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -1330559.000000 Penalty: 4597.650879
	Iteration 18Q: 3 clusters Score -1330559 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -1330642.375000 Penalty: 4597.650879
	Iteration 19Q: 3 clusters Score -1330642 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -1330695.000000 Penalty: 4597.650879
	Iteration 20F: 3 clusters Score -1330695 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -1330732.000000 Penalty: 4597.650879
	Iteration 21Q: 3 clusters Score -1330732 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -1330753.625000 Penalty: 4597.650879
	Iteration 22Q: 3 clusters Score -1330754 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -1330776.875000 Penalty: 4597.650879
	Iteration 23Q: 3 clusters Score -1330777 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -1330799.000000 Penalty: 4597.650879
	Iteration 24Q: 3 clusters Score -1330799 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -1330819.250000 Penalty: 4597.650879
	Iteration 25Q: 3 clusters Score -1330819 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -1330830.875000 Penalty: 4597.650879
	Iteration 26Q: 3 clusters Score -1330831 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -1330841.500000 Penalty: 4597.650879
	Iteration 27Q: 3 clusters Score -1330842 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -1330850.000000 Penalty: 4597.650879
	Iteration 28Q: 3 clusters Score -1330850 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -1330862.875000 Penalty: 4597.650879
	Iteration 29Q: 3 clusters Score -1330863 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -1330876.250000 Penalty: 4597.650879
	Iteration 30Q: 3 clusters Score -1330876 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -1330891.000000 Penalty: 4597.650879
	Iteration 31Q: 3 clusters Score -1330891 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -1330909.000000 Penalty: 4597.650879
	Iteration 32Q: 3 clusters Score -1330909 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -1330918.000000 Penalty: 4597.650879
	Iteration 33Q: 3 clusters Score -1330918 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -1330928.000000 Penalty: 4597.650879
	Iteration 34Q: 3 clusters Score -1330928 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -1330938.125000 Penalty: 4597.650879
	Iteration 35Q: 3 clusters Score -1330938 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -1330939.250000 Penalty: 4597.650879
	Iteration 36Q: 3 clusters Score -1330939 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -1330945.125000 Penalty: 4597.650879
	Iteration 37Q: 3 clusters Score -1330945 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -1330954.750000 Penalty: 4597.650879
	Iteration 38Q: 3 clusters Score -1330955 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -1330966.625000 Penalty: 4597.650879
	Iteration 39Q: 3 clusters Score -1330967 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -1330969.500000 Penalty: 4597.650879
	Iteration 40F: 3 clusters Score -1330970 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -1330976.750000 Penalty: 4597.650879
	Iteration 41Q: 3 clusters Score -1330977 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -1330978.750000 Penalty: 4597.650879
	Iteration 42Q: 3 clusters Score -1330979 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -1330982.250000 Penalty: 4597.650879
	Iteration 43Q: 3 clusters Score -1330982 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -1330981.750000 Penalty: 4597.650879
	Iteration 44Q: 3 clusters Score -1330982 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -1330982.875000 Penalty: 4597.650879
	Iteration 45Q: 3 clusters Score -1330983 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -1330982.875000 Penalty: 4597.650879
	Iteration 46Q: 3 clusters Score -1330983 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -1330983.250000 Penalty: 4597.650879
	Iteration 47Q: 3 clusters Score -1330983 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -1330985.500000 Penalty: 4597.650879
	Iteration 48Q: 3 clusters Score -1330986 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -1330985.500000 Penalty: 4597.650879
	Iteration 49F: 3 clusters Score -1330986 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Entering Unmasked Estep 
Score: -329085.625000 Penalty: 1985.992188
	Iteration 0F: 2 clusters Score -329085.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -325850.593750 Penalty: 3971.984375
	Iteration 0F: 3 clusters Score -325850.6 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -326716.218750 Penalty: 3971.984375
	Iteration 1F: 3 clusters Score -326716.2 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -327066.000000 Penalty: 3971.984375
	Iteration 2F: 3 clusters Score -327066 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -327306.187500 Penalty: 3971.984375
	Iteration 3F: 3 clusters Score -327306.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -327469.968750 Penalty: 3971.984375
	Iteration 4F: 3 clusters Score -327470 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -327560.843750 Penalty: 3971.984375
	Iteration 5Q: 3 clusters Score -327560.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -327645.406250 Penalty: 3971.984375
	Iteration 6Q: 3 clusters Score -327645.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -327714.031250 Penalty: 3971.984375
	Iteration 7Q: 3 clusters Score -327714 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -327778.187500 Penalty: 3971.984375
	Iteration 8Q: 3 clusters Score -327778.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -327819.593750 Penalty: 3971.984375
	Iteration 9Q: 3 clusters Score -327819.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -327851.281250 Penalty: 3971.984375
	Iteration 10Q: 3 clusters Score -327851.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -327876.218750 Penalty: 3971.984375
	Iteration 11Q: 3 clusters Score -327876.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -327889.312500 Penalty: 3971.984375
	Iteration 12Q: 3 clusters Score -327889.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -327900.312500 Penalty: 3971.984375
	Iteration 13Q: 3 clusters Score -327900.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -327909.875000 Penalty: 3971.984375
	Iteration 14Q: 3 clusters Score -327909.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -327917.437500 Penalty: 3971.984375
	Iteration 15Q: 3 clusters Score -327917.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -327927.531250 Penalty: 3971.984375
	Iteration 16Q: 3 clusters Score -327927.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -327947.156250 Penalty: 3971.984375
	Iteration 17Q: 3 clusters Score -327947.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -327965.187500 Penalty: 3971.984375
	Iteration 18Q: 3 clusters Score -327965.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -327983.156250 Penalty: 3971.984375
	Iteration 19Q: 3 clusters Score -327983.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -328004.906250 Penalty: 3971.984375
	Iteration 20F: 3 clusters Score -328004.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -328014.875000 Penalty: 3971.984375
	Iteration 21Q: 3 clusters Score -328014.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -328022.656250 Penalty: 3971.984375
	Iteration 22Q: 3 clusters Score -328022.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -328025.281250 Penalty: 3971.984375
	Iteration 23Q: 3 clusters Score -328025.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -328028.437500 Penalty: 3971.984375
	Iteration 24Q: 3 clusters Score -328028.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -328031.656250 Penalty: 3971.984375
	Iteration 25Q: 3 clusters Score -328031.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -328034.343750 Penalty: 3971.984375
	Iteration 26Q: 3 clusters Score -328034.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -328038.375000 Penalty: 3971.984375
	Iteration 27Q: 3 clusters Score -328038.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -328040.156250 Penalty: 3971.984375
	Iteration 28Q: 3 clusters Score -328040.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -328043.125000 Penalty: 3971.984375
	Iteration 29Q: 3 clusters Score -328043.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -328046.406250 Penalty: 3971.984375
	Iteration 30Q: 3 clusters Score -328046.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -328047.406250 Penalty: 3971.984375
	Iteration 31Q: 3 clusters Score -328047.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -328047.406250 Penalty: 3971.984375
	Iteration 32F: 3 clusters Score -328047.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (37308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37308 members 
Entering Unmasked Estep 
Score: -4697666.000000 Penalty: 2610.686768
	Iteration 0F: 2 clusters Score -4697666 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18685 members 
Mstep: Class 2 contains 18623 members 
Entering Unmasked Estep 
Score: -4672264.500000 Penalty: 5221.373535
	Iteration 0F: 3 clusters Score -4672264 nChanged 17001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18978 members 
Mstep: Class 2 contains 18330 members 
Entering Unmasked Estep 
Score: -4681715.000000 Penalty: 5221.373535
	Iteration 1F: 3 clusters Score -4681715 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19161 members 
Mstep: Class 2 contains 18147 members 
Entering Unmasked Estep 
Score: -4682256.500000 Penalty: 5221.373535
	Iteration 2Q: 3 clusters Score -4682256 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19491 members 
Mstep: Class 2 contains 17817 members 
Entering Unmasked Estep 
Score: -4682827.500000 Penalty: 5221.373535
	Iteration 3Q: 3 clusters Score -4682828 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20050 members 
Mstep: Class 2 contains 17258 members 
Entering Unmasked Estep 
Score: -4683456.500000 Penalty: 5221.373535
	Iteration 4Q: 3 clusters Score -4683456 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20747 members 
Mstep: Class 2 contains 16561 members 
Entering Unmasked Estep 
Score: -4684165.500000 Penalty: 5221.373535
	Iteration 5Q: 3 clusters Score -4684166 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21581 members 
Mstep: Class 2 contains 15727 members 
Entering Unmasked Estep 
Score: -4685050.000000 Penalty: 5221.373535
	Iteration 6Q: 3 clusters Score -4685050 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22546 members 
Mstep: Class 2 contains 14762 members 
Entering Unmasked Estep 
Score: -4686109.000000 Penalty: 5221.373535
	Iteration 7F: 3 clusters Score -4686109 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23562 members 
Mstep: Class 2 contains 13746 members 
Entering Unmasked Estep 
Score: -4687286.500000 Penalty: 5221.373535
	Iteration 8F: 3 clusters Score -4687286 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24538 members 
Mstep: Class 2 contains 12770 members 
Entering Unmasked Estep 
Score: -4688541.000000 Penalty: 5221.373535
	Iteration 9Q: 3 clusters Score -4688541 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25415 members 
Mstep: Class 2 contains 11893 members 
Entering Unmasked Estep 
Score: -4689735.500000 Penalty: 5221.373535
	Iteration 10Q: 3 clusters Score -4689736 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26150 members 
Mstep: Class 2 contains 11158 members 
Entering Unmasked Estep 
Score: -4690666.000000 Penalty: 5221.373535
	Iteration 11Q: 3 clusters Score -4690666 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26678 members 
Mstep: Class 2 contains 10630 members 
Entering Unmasked Estep 
Score: -4691256.000000 Penalty: 5221.373535
	Iteration 12Q: 3 clusters Score -4691256 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27132 members 
Mstep: Class 2 contains 10176 members 
Entering Unmasked Estep 
Score: -4691617.500000 Penalty: 5221.373535
	Iteration 13Q: 3 clusters Score -4691618 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27503 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -4691839.500000 Penalty: 5221.373535
	Iteration 14Q: 3 clusters Score -4691840 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27843 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -4692066.500000 Penalty: 5221.373535
	Iteration 15Q: 3 clusters Score -4692066 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28201 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -4692315.500000 Penalty: 5221.373535
	Iteration 16Q: 3 clusters Score -4692316 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28569 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -4692500.000000 Penalty: 5221.373535
	Iteration 17Q: 3 clusters Score -4692500 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28918 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -4692686.000000 Penalty: 5221.373535
	Iteration 18Q: 3 clusters Score -4692686 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29284 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -4692898.500000 Penalty: 5221.373535
	Iteration 19Q: 3 clusters Score -4692898 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29625 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -4693101.500000 Penalty: 5221.373535
	Iteration 20F: 3 clusters Score -4693102 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29977 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -4693300.500000 Penalty: 5221.373535
	Iteration 21Q: 3 clusters Score -4693300 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30318 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -4693479.000000 Penalty: 5221.373535
	Iteration 22Q: 3 clusters Score -4693479 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30658 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -4693632.500000 Penalty: 5221.373535
	Iteration 23Q: 3 clusters Score -4693632 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30979 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -4693801.000000 Penalty: 5221.373535
	Iteration 24Q: 3 clusters Score -4693801 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31281 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -4693952.000000 Penalty: 5221.373535
	Iteration 25Q: 3 clusters Score -4693952 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31591 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -4694083.500000 Penalty: 5221.373535
	Iteration 26Q: 3 clusters Score -4694084 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31841 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -4694190.500000 Penalty: 5221.373535
	Iteration 27Q: 3 clusters Score -4694190 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32064 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -4694270.500000 Penalty: 5221.373535
	Iteration 28Q: 3 clusters Score -4694270 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32286 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -4694361.000000 Penalty: 5221.373535
	Iteration 29Q: 3 clusters Score -4694361 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32500 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -4694420.000000 Penalty: 5221.373535
	Iteration 30Q: 3 clusters Score -4694420 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32703 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -4694485.500000 Penalty: 5221.373535
	Iteration 31Q: 3 clusters Score -4694486 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32865 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -4694526.500000 Penalty: 5221.373535
	Iteration 32Q: 3 clusters Score -4694526 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33044 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -4694577.500000 Penalty: 5221.373535
	Iteration 33Q: 3 clusters Score -4694578 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33213 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -4694613.000000 Penalty: 5221.373535
	Iteration 34Q: 3 clusters Score -4694613 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33388 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -4694660.000000 Penalty: 5221.373535
	Iteration 35Q: 3 clusters Score -4694660 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33562 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -4694714.500000 Penalty: 5221.373535
	Iteration 36Q: 3 clusters Score -4694714 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33736 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -4694771.000000 Penalty: 5221.373535
	Iteration 37Q: 3 clusters Score -4694771 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33902 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -4694829.000000 Penalty: 5221.373535
	Iteration 38Q: 3 clusters Score -4694829 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34051 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -4694891.000000 Penalty: 5221.373535
	Iteration 39Q: 3 clusters Score -4694891 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34220 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -4694947.500000 Penalty: 5221.373535
	Iteration 40F: 3 clusters Score -4694948 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34367 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -4695019.500000 Penalty: 5221.373535
	Iteration 41Q: 3 clusters Score -4695020 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34515 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -4695072.000000 Penalty: 5221.373535
	Iteration 42Q: 3 clusters Score -4695072 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34644 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -4695120.000000 Penalty: 5221.373535
	Iteration 43Q: 3 clusters Score -4695120 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34768 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -4695171.000000 Penalty: 5221.373535
	Iteration 44Q: 3 clusters Score -4695171 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34889 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -4695224.500000 Penalty: 5221.373535
	Iteration 45Q: 3 clusters Score -4695224 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34996 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -4695266.500000 Penalty: 5221.373535
	Iteration 46Q: 3 clusters Score -4695266 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35102 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -4695332.500000 Penalty: 5221.373535
	Iteration 47Q: 3 clusters Score -4695332 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35192 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -4695386.500000 Penalty: 5221.373535
	Iteration 48Q: 3 clusters Score -4695386 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35295 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -4695470.500000 Penalty: 5221.373535
	Iteration 49Q: 3 clusters Score -4695470 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35391 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -4695539.000000 Penalty: 5221.373535
	Iteration 50Q: 3 clusters Score -4695539 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35474 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -4695588.500000 Penalty: 5221.373535
	Iteration 51Q: 3 clusters Score -4695588 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35549 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -4695648.000000 Penalty: 5221.373535
	Iteration 52Q: 3 clusters Score -4695648 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35610 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -4695709.500000 Penalty: 5221.373535
	Iteration 53Q: 3 clusters Score -4695710 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35658 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -4695732.500000 Penalty: 5221.373535
	Iteration 54Q: 3 clusters Score -4695732 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35705 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -4695773.500000 Penalty: 5221.373535
	Iteration 55Q: 3 clusters Score -4695774 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35744 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -4695794.000000 Penalty: 5221.373535
	Iteration 56Q: 3 clusters Score -4695794 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35776 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -4695804.500000 Penalty: 5221.373535
	Iteration 57Q: 3 clusters Score -4695804 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35799 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -4695812.500000 Penalty: 5221.373535
	Iteration 58Q: 3 clusters Score -4695812 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35825 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -4695836.500000 Penalty: 5221.373535
	Iteration 59Q: 3 clusters Score -4695836 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35848 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -4695841.000000 Penalty: 5221.373535
	Iteration 60F: 3 clusters Score -4695841 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35860 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -4695837.000000 Penalty: 5221.373535
	Iteration 61Q: 3 clusters Score -4695837 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35874 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -4695845.000000 Penalty: 5221.373535
	Iteration 62Q: 3 clusters Score -4695845 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35891 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -4695849.000000 Penalty: 5221.373535
	Iteration 63Q: 3 clusters Score -4695849 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35910 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -4695864.000000 Penalty: 5221.373535
	Iteration 64Q: 3 clusters Score -4695864 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35919 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -4695872.000000 Penalty: 5221.373535
	Iteration 65Q: 3 clusters Score -4695872 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35929 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -4695871.500000 Penalty: 5221.373535
	Iteration 66Q: 3 clusters Score -4695872 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35937 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -4695876.500000 Penalty: 5221.373535
	Iteration 67Q: 3 clusters Score -4695876 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35941 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -4695877.000000 Penalty: 5221.373535
	Iteration 68Q: 3 clusters Score -4695877 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35945 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -4695882.000000 Penalty: 5221.373535
	Iteration 69Q: 3 clusters Score -4695882 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35949 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -4695885.000000 Penalty: 5221.373535
	Iteration 70Q: 3 clusters Score -4695885 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35954 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -4695881.000000 Penalty: 5221.373535
	Iteration 71Q: 3 clusters Score -4695881 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35957 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -4695883.000000 Penalty: 5221.373535
	Iteration 72Q: 3 clusters Score -4695883 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35961 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -4695886.500000 Penalty: 5221.373535
	Iteration 73Q: 3 clusters Score -4695886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35965 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -4695889.000000 Penalty: 5221.373535
	Iteration 74Q: 3 clusters Score -4695889 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35966 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -4695890.000000 Penalty: 5221.373535
	Iteration 75Q: 3 clusters Score -4695890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35968 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -4695888.500000 Penalty: 5221.373535
	Iteration 76Q: 3 clusters Score -4695888 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35976 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -4695894.500000 Penalty: 5221.373535
	Iteration 77Q: 3 clusters Score -4695894 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35980 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -4695897.000000 Penalty: 5221.373535
	Iteration 78Q: 3 clusters Score -4695897 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35988 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -4695894.000000 Penalty: 5221.373535
	Iteration 79Q: 3 clusters Score -4695894 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35991 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -4695897.500000 Penalty: 5221.373535
	Iteration 80F: 3 clusters Score -4695898 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35993 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -4695894.000000 Penalty: 5221.373535
	Iteration 81Q: 3 clusters Score -4695894 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35992 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -4695896.000000 Penalty: 5221.373535
	Iteration 82Q: 3 clusters Score -4695896 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35992 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -4695896.000000 Penalty: 5221.373535
	Iteration 83F: 3 clusters Score -4695896 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (23431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23431 members 
Entering Unmasked Estep 
Score: -2957875.250000 Penalty: 2495.330078
	Iteration 0F: 2 clusters Score -2957875 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11790 members 
Mstep: Class 2 contains 11641 members 
Entering Unmasked Estep 
Score: -2941487.250000 Penalty: 4990.660156
	Iteration 0F: 3 clusters Score -2941487 nChanged 10449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12495 members 
Mstep: Class 2 contains 10936 members 
Entering Unmasked Estep 
Score: -2947220.250000 Penalty: 4990.660156
	Iteration 1F: 3 clusters Score -2947220 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12895 members 
Mstep: Class 2 contains 10536 members 
Entering Unmasked Estep 
Score: -2947624.000000 Penalty: 4990.660156
	Iteration 2Q: 3 clusters Score -2947624 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13452 members 
Mstep: Class 2 contains 9979 members 
Entering Unmasked Estep 
Score: -2948000.250000 Penalty: 4990.660156
	Iteration 3Q: 3 clusters Score -2948000 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14222 members 
Mstep: Class 2 contains 9209 members 
Entering Unmasked Estep 
Score: -2948488.000000 Penalty: 4990.660156
	Iteration 4Q: 3 clusters Score -2948488 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15260 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -2949238.750000 Penalty: 4990.660156
	Iteration 5F: 3 clusters Score -2949239 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16545 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -2950316.000000 Penalty: 4990.660156
	Iteration 6F: 3 clusters Score -2950316 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17958 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -2951577.250000 Penalty: 4990.660156
	Iteration 7F: 3 clusters Score -2951577 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19301 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -2952882.250000 Penalty: 4990.660156
	Iteration 8F: 3 clusters Score -2952882 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20458 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -2954031.750000 Penalty: 4990.660156
	Iteration 9F: 3 clusters Score -2954032 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21275 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -2954804.750000 Penalty: 4990.660156
	Iteration 10Q: 3 clusters Score -2954805 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21830 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -2955299.750000 Penalty: 4990.660156
	Iteration 11Q: 3 clusters Score -2955300 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22161 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -2955590.000000 Penalty: 4990.660156
	Iteration 12Q: 3 clusters Score -2955590 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22343 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -2955778.500000 Penalty: 4990.660156
	Iteration 13Q: 3 clusters Score -2955778 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22459 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -2955866.500000 Penalty: 4990.660156
	Iteration 14Q: 3 clusters Score -2955866 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22523 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -2955931.250000 Penalty: 4990.660156
	Iteration 15Q: 3 clusters Score -2955931 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22573 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -2955983.000000 Penalty: 4990.660156
	Iteration 16Q: 3 clusters Score -2955983 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22608 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -2956010.500000 Penalty: 4990.660156
	Iteration 17Q: 3 clusters Score -2956010 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22636 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -2956035.750000 Penalty: 4990.660156
	Iteration 18Q: 3 clusters Score -2956036 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22661 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -2956050.250000 Penalty: 4990.660156
	Iteration 19Q: 3 clusters Score -2956050 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22679 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -2956053.250000 Penalty: 4990.660156
	Iteration 20F: 3 clusters Score -2956053 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22694 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -2956059.000000 Penalty: 4990.660156
	Iteration 21Q: 3 clusters Score -2956059 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22704 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -2956069.750000 Penalty: 4990.660156
	Iteration 22Q: 3 clusters Score -2956070 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22710 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -2956071.000000 Penalty: 4990.660156
	Iteration 23Q: 3 clusters Score -2956071 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22716 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -2956072.250000 Penalty: 4990.660156
	Iteration 24Q: 3 clusters Score -2956072 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22722 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -2956076.250000 Penalty: 4990.660156
	Iteration 25Q: 3 clusters Score -2956076 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22725 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -2956075.500000 Penalty: 4990.660156
	Iteration 26Q: 3 clusters Score -2956076 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22728 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -2956077.250000 Penalty: 4990.660156
	Iteration 27Q: 3 clusters Score -2956077 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22733 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -2956084.000000 Penalty: 4990.660156
	Iteration 28Q: 3 clusters Score -2956084 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22738 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -2956092.750000 Penalty: 4990.660156
	Iteration 29Q: 3 clusters Score -2956093 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22745 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -2956093.750000 Penalty: 4990.660156
	Iteration 30Q: 3 clusters Score -2956094 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22749 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -2956092.500000 Penalty: 4990.660156
	Iteration 31Q: 3 clusters Score -2956092 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22756 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -2956101.250000 Penalty: 4990.660156
	Iteration 32Q: 3 clusters Score -2956101 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22758 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -2956104.250000 Penalty: 4990.660156
	Iteration 33Q: 3 clusters Score -2956104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22758 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -2956105.500000 Penalty: 4990.660156
	Iteration 34Q: 3 clusters Score -2956106 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22761 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -2956108.750000 Penalty: 4990.660156
	Iteration 35Q: 3 clusters Score -2956109 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22763 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -2956111.750000 Penalty: 4990.660156
	Iteration 36Q: 3 clusters Score -2956112 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22766 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -2956113.000000 Penalty: 4990.660156
	Iteration 37Q: 3 clusters Score -2956113 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22766 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -2956113.250000 Penalty: 4990.660156
	Iteration 38Q: 3 clusters Score -2956113 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22766 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -2956113.250000 Penalty: 4990.660156
	Iteration 39F: 3 clusters Score -2956113 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (215695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215695 members 
Entering Unmasked Estep 
Score: -27862932.000000 Penalty: 3045.842041
	Iteration 0F: 2 clusters Score -2.786293e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108042 members 
Mstep: Class 2 contains 107653 members 
Entering Unmasked Estep 
Score: -27731310.000000 Penalty: 6091.684082
	Iteration 0F: 3 clusters Score -2.773131e+07 nChanged 103807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110481 members 
Mstep: Class 2 contains 105214 members 
Entering Unmasked Estep 
Score: -27792574.000000 Penalty: 6091.684082
	Iteration 1F: 3 clusters Score -2.779257e+07 nChanged 5750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111697 members 
Mstep: Class 2 contains 103998 members 
Entering Unmasked Estep 
Score: -27793590.000000 Penalty: 6091.684082
	Iteration 2Q: 3 clusters Score -2.779359e+07 nChanged 6266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113485 members 
Mstep: Class 2 contains 102210 members 
Entering Unmasked Estep 
Score: -27795212.000000 Penalty: 6091.684082
	Iteration 3Q: 3 clusters Score -2.779521e+07 nChanged 6851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116146 members 
Mstep: Class 2 contains 99549 members 
Entering Unmasked Estep 
Score: -27797322.000000 Penalty: 6091.684082
	Iteration 4Q: 3 clusters Score -2.779732e+07 nChanged 7978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120074 members 
Mstep: Class 2 contains 95621 members 
Entering Unmasked Estep 
Score: -27800594.000000 Penalty: 6091.684082
	Iteration 5Q: 3 clusters Score -2.780059e+07 nChanged 9168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125532 members 
Mstep: Class 2 contains 90163 members 
Entering Unmasked Estep 
Score: -27804962.000000 Penalty: 6091.684082
	Iteration 6Q: 3 clusters Score -2.780496e+07 nChanged 10807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133169 members 
Mstep: Class 2 contains 82526 members 
Entering Unmasked Estep 
Score: -27811326.000000 Penalty: 6091.684082
	Iteration 7F: 3 clusters Score -2.781133e+07 nChanged 12414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142685 members 
Mstep: Class 2 contains 73010 members 
Entering Unmasked Estep 
Score: -27819836.000000 Penalty: 6091.684082
	Iteration 8F: 3 clusters Score -2.781984e+07 nChanged 13072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153071 members 
Mstep: Class 2 contains 62624 members 
Entering Unmasked Estep 
Score: -27829294.000000 Penalty: 6091.684082
	Iteration 9F: 3 clusters Score -2.782929e+07 nChanged 12116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162769 members 
Mstep: Class 2 contains 52926 members 
Entering Unmasked Estep 
Score: -27837928.000000 Penalty: 6091.684082
	Iteration 10F: 3 clusters Score -2.783793e+07 nChanged 10323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171186 members 
Mstep: Class 2 contains 44509 members 
Entering Unmasked Estep 
Score: -27844694.000000 Penalty: 6091.684082
	Iteration 11Q: 3 clusters Score -2.784469e+07 nChanged 8241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178133 members 
Mstep: Class 2 contains 37562 members 
Entering Unmasked Estep 
Score: -27849634.000000 Penalty: 6091.684082
	Iteration 12Q: 3 clusters Score -2.784963e+07 nChanged 6400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183793 members 
Mstep: Class 2 contains 31902 members 
Entering Unmasked Estep 
Score: -27852668.000000 Penalty: 6091.684082
	Iteration 13Q: 3 clusters Score -2.785267e+07 nChanged 5122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188577 members 
Mstep: Class 2 contains 27118 members 
Entering Unmasked Estep 
Score: -27854496.000000 Penalty: 6091.684082
	Iteration 14Q: 3 clusters Score -2.78545e+07 nChanged 4222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192609 members 
Mstep: Class 2 contains 23086 members 
Entering Unmasked Estep 
Score: -27855922.000000 Penalty: 6091.684082
	Iteration 15Q: 3 clusters Score -2.785592e+07 nChanged 3519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196050 members 
Mstep: Class 2 contains 19645 members 
Entering Unmasked Estep 
Score: -27856712.000000 Penalty: 6091.684082
	Iteration 16Q: 3 clusters Score -2.785671e+07 nChanged 3033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199007 members 
Mstep: Class 2 contains 16688 members 
Entering Unmasked Estep 
Score: -27857182.000000 Penalty: 6091.684082
	Iteration 17Q: 3 clusters Score -2.785718e+07 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201555 members 
Mstep: Class 2 contains 14140 members 
Entering Unmasked Estep 
Score: -27857384.000000 Penalty: 6091.684082
	Iteration 18Q: 3 clusters Score -2.785738e+07 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203704 members 
Mstep: Class 2 contains 11991 members 
Entering Unmasked Estep 
Score: -27857718.000000 Penalty: 6091.684082
	Iteration 19Q: 3 clusters Score -2.785772e+07 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205598 members 
Mstep: Class 2 contains 10097 members 
Entering Unmasked Estep 
Score: -27858162.000000 Penalty: 6091.684082
	Iteration 20F: 3 clusters Score -2.785816e+07 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207175 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -27858406.000000 Penalty: 6091.684082
	Iteration 21Q: 3 clusters Score -2.785841e+07 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208502 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -27858814.000000 Penalty: 6091.684082
	Iteration 22Q: 3 clusters Score -2.785881e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209620 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -27859076.000000 Penalty: 6091.684082
	Iteration 23Q: 3 clusters Score -2.785908e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210508 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -27859266.000000 Penalty: 6091.684082
	Iteration 24Q: 3 clusters Score -2.785927e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211206 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -27859548.000000 Penalty: 6091.684082
	Iteration 25Q: 3 clusters Score -2.785955e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211773 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -27859788.000000 Penalty: 6091.684082
	Iteration 26Q: 3 clusters Score -2.785979e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212237 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -27859976.000000 Penalty: 6091.684082
	Iteration 27Q: 3 clusters Score -2.785998e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212607 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -27860066.000000 Penalty: 6091.684082
	Iteration 28Q: 3 clusters Score -2.786007e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212935 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -27860216.000000 Penalty: 6091.684082
	Iteration 29Q: 3 clusters Score -2.786022e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213181 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -27860350.000000 Penalty: 6091.684082
	Iteration 30Q: 3 clusters Score -2.786035e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213382 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -27860434.000000 Penalty: 6091.684082
	Iteration 31Q: 3 clusters Score -2.786043e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213555 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -27860498.000000 Penalty: 6091.684082
	Iteration 32Q: 3 clusters Score -2.78605e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213694 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -27860506.000000 Penalty: 6091.684082
	Iteration 33Q: 3 clusters Score -2.786051e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213797 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -27860570.000000 Penalty: 6091.684082
	Iteration 34Q: 3 clusters Score -2.786057e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213887 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -27860582.000000 Penalty: 6091.684082
	Iteration 35Q: 3 clusters Score -2.786058e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213963 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -27860688.000000 Penalty: 6091.684082
	Iteration 36Q: 3 clusters Score -2.786069e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214023 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -27860716.000000 Penalty: 6091.684082
	Iteration 37Q: 3 clusters Score -2.786072e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214086 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -27860716.000000 Penalty: 6091.684082
	Iteration 38Q: 3 clusters Score -2.786072e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214140 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -27860744.000000 Penalty: 6091.684082
	Iteration 39Q: 3 clusters Score -2.786074e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214188 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -27860700.000000 Penalty: 6091.684082
	Iteration 40F: 3 clusters Score -2.78607e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214232 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -27860760.000000 Penalty: 6091.684082
	Iteration 41Q: 3 clusters Score -2.786076e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214279 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -27860820.000000 Penalty: 6091.684082
	Iteration 42Q: 3 clusters Score -2.786082e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214310 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -27860844.000000 Penalty: 6091.684082
	Iteration 43Q: 3 clusters Score -2.786084e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214334 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -27860822.000000 Penalty: 6091.684082
	Iteration 44Q: 3 clusters Score -2.786082e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214348 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -27860842.000000 Penalty: 6091.684082
	Iteration 45Q: 3 clusters Score -2.786084e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214363 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -27860858.000000 Penalty: 6091.684082
	Iteration 46Q: 3 clusters Score -2.786086e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214373 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -27860874.000000 Penalty: 6091.684082
	Iteration 47Q: 3 clusters Score -2.786087e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214385 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -27860868.000000 Penalty: 6091.684082
	Iteration 48Q: 3 clusters Score -2.786087e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214390 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -27860864.000000 Penalty: 6091.684082
	Iteration 49Q: 3 clusters Score -2.786086e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214383 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -27860874.000000 Penalty: 6091.684082
	Iteration 50Q: 3 clusters Score -2.786087e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214389 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -27860884.000000 Penalty: 6091.684082
	Iteration 51Q: 3 clusters Score -2.786088e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214395 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -27860870.000000 Penalty: 6091.684082
	Iteration 52Q: 3 clusters Score -2.786087e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214399 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -27860884.000000 Penalty: 6091.684082
	Iteration 53Q: 3 clusters Score -2.786088e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214400 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -27860890.000000 Penalty: 6091.684082
	Iteration 54Q: 3 clusters Score -2.786089e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214408 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -27860902.000000 Penalty: 6091.684082
	Iteration 55Q: 3 clusters Score -2.78609e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214409 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -27860902.000000 Penalty: 6091.684082
	Iteration 56Q: 3 clusters Score -2.78609e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214412 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -27860906.000000 Penalty: 6091.684082
	Iteration 57Q: 3 clusters Score -2.786091e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214417 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -27860914.000000 Penalty: 6091.684082
	Iteration 58Q: 3 clusters Score -2.786091e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214427 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -27860928.000000 Penalty: 6091.684082
	Iteration 59Q: 3 clusters Score -2.786093e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214429 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -27860928.000000 Penalty: 6091.684082
	Iteration 60F: 3 clusters Score -2.786093e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214434 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -27860926.000000 Penalty: 6091.684082
	Iteration 61Q: 3 clusters Score -2.786093e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214438 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -27860918.000000 Penalty: 6091.684082
	Iteration 62Q: 3 clusters Score -2.786092e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214439 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -27860918.000000 Penalty: 6091.684082
	Iteration 63Q: 3 clusters Score -2.786092e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214442 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -27860914.000000 Penalty: 6091.684082
	Iteration 64Q: 3 clusters Score -2.786091e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214442 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -27860948.000000 Penalty: 6091.684082
	Iteration 65Q: 3 clusters Score -2.786095e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214445 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -27860964.000000 Penalty: 6091.684082
	Iteration 66Q: 3 clusters Score -2.786096e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214450 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -27860968.000000 Penalty: 6091.684082
	Iteration 67Q: 3 clusters Score -2.786097e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214456 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -27860976.000000 Penalty: 6091.684082
	Iteration 68Q: 3 clusters Score -2.786098e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214458 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -27860982.000000 Penalty: 6091.684082
	Iteration 69Q: 3 clusters Score -2.786098e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214462 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -27860980.000000 Penalty: 6091.684082
	Iteration 70Q: 3 clusters Score -2.786098e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214460 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -27860990.000000 Penalty: 6091.684082
	Iteration 71Q: 3 clusters Score -2.786099e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214455 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -27860974.000000 Penalty: 6091.684082
	Iteration 72Q: 3 clusters Score -2.786097e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214455 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -27860976.000000 Penalty: 6091.684082
	Iteration 73Q: 3 clusters Score -2.786098e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214452 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -27860970.000000 Penalty: 6091.684082
	Iteration 74Q: 3 clusters Score -2.786097e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214449 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -27860968.000000 Penalty: 6091.684082
	Iteration 75Q: 3 clusters Score -2.786097e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214445 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -27860946.000000 Penalty: 6091.684082
	Iteration 76Q: 3 clusters Score -2.786095e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214440 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -27860932.000000 Penalty: 6091.684082
	Iteration 77Q: 3 clusters Score -2.786093e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214439 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -27860946.000000 Penalty: 6091.684082
	Iteration 78Q: 3 clusters Score -2.786095e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214442 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -27860944.000000 Penalty: 6091.684082
	Iteration 79Q: 3 clusters Score -2.786094e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214438 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -27860970.000000 Penalty: 6091.684082
	Iteration 80F: 3 clusters Score -2.786097e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214439 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -27860960.000000 Penalty: 6091.684082
	Iteration 81Q: 3 clusters Score -2.786096e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214436 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -27860960.000000 Penalty: 6091.684082
	Iteration 82Q: 3 clusters Score -2.786096e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214434 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -27860962.000000 Penalty: 6091.684082
	Iteration 83Q: 3 clusters Score -2.786096e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214435 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -27860946.000000 Penalty: 6091.684082
	Iteration 84Q: 3 clusters Score -2.786095e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214438 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -27860948.000000 Penalty: 6091.684082
	Iteration 85Q: 3 clusters Score -2.786095e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214440 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -27860948.000000 Penalty: 6091.684082
	Iteration 86Q: 3 clusters Score -2.786095e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214441 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -27860952.000000 Penalty: 6091.684082
	Iteration 87Q: 3 clusters Score -2.786095e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214441 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -27860952.000000 Penalty: 6091.684082
	Iteration 88F: 3 clusters Score -2.786095e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (41086 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41086 members 
Entering Unmasked Estep 
Score: -5221143.500000 Penalty: 2634.608887
	Iteration 0F: 2 clusters Score -5221144 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20557 members 
Mstep: Class 2 contains 20529 members 
Entering Unmasked Estep 
Score: -5193370.000000 Penalty: 5269.217773
	Iteration 0F: 3 clusters Score -5193370 nChanged 18808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20375 members 
Mstep: Class 2 contains 20711 members 
Entering Unmasked Estep 
Score: -5203531.000000 Penalty: 5269.217773
	Iteration 1F: 3 clusters Score -5203531 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20293 members 
Mstep: Class 2 contains 20793 members 
Entering Unmasked Estep 
Score: -5204134.500000 Penalty: 5269.217773
	Iteration 2Q: 3 clusters Score -5204134 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20213 members 
Mstep: Class 2 contains 20873 members 
Entering Unmasked Estep 
Score: -5204659.500000 Penalty: 5269.217773
	Iteration 3Q: 3 clusters Score -5204660 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20133 members 
Mstep: Class 2 contains 20953 members 
Entering Unmasked Estep 
Score: -5205277.500000 Penalty: 5269.217773
	Iteration 4Q: 3 clusters Score -5205278 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20085 members 
Mstep: Class 2 contains 21001 members 
Entering Unmasked Estep 
Score: -5205899.000000 Penalty: 5269.217773
	Iteration 5Q: 3 clusters Score -5205899 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20020 members 
Mstep: Class 2 contains 21066 members 
Entering Unmasked Estep 
Score: -5206585.500000 Penalty: 5269.217773
	Iteration 6Q: 3 clusters Score -5206586 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19997 members 
Mstep: Class 2 contains 21089 members 
Entering Unmasked Estep 
Score: -5207186.500000 Penalty: 5269.217773
	Iteration 7Q: 3 clusters Score -5207186 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20069 members 
Mstep: Class 2 contains 21017 members 
Entering Unmasked Estep 
Score: -5207815.000000 Penalty: 5269.217773
	Iteration 8Q: 3 clusters Score -5207815 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20174 members 
Mstep: Class 2 contains 20912 members 
Entering Unmasked Estep 
Score: -5208457.500000 Penalty: 5269.217773
	Iteration 9Q: 3 clusters Score -5208458 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20335 members 
Mstep: Class 2 contains 20751 members 
Entering Unmasked Estep 
Score: -5209111.000000 Penalty: 5269.217773
	Iteration 10Q: 3 clusters Score -5209111 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20476 members 
Mstep: Class 2 contains 20610 members 
Entering Unmasked Estep 
Score: -5209763.000000 Penalty: 5269.217773
	Iteration 11Q: 3 clusters Score -5209763 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20616 members 
Mstep: Class 2 contains 20470 members 
Entering Unmasked Estep 
Score: -5210468.500000 Penalty: 5269.217773
	Iteration 12Q: 3 clusters Score -5210468 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20732 members 
Mstep: Class 2 contains 20354 members 
Entering Unmasked Estep 
Score: -5211189.000000 Penalty: 5269.217773
	Iteration 13Q: 3 clusters Score -5211189 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20790 members 
Mstep: Class 2 contains 20296 members 
Entering Unmasked Estep 
Score: -5211861.000000 Penalty: 5269.217773
	Iteration 14Q: 3 clusters Score -5211861 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20794 members 
Mstep: Class 2 contains 20292 members 
Entering Unmasked Estep 
Score: -5212436.500000 Penalty: 5269.217773
	Iteration 15Q: 3 clusters Score -5212436 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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	Iteration 18Q: 3 clusters Score -5213390 nChanged 481
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	Iteration 20F: 3 clusters Score -5213497 nChanged 278
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	Iteration 23Q: 3 clusters Score -5213558 nChanged 153
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	Iteration 24Q: 3 clusters Score -5213590 nChanged 129
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	Iteration 26Q: 3 clusters Score -5213634 nChanged 113
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	Iteration 27Q: 3 clusters Score -5213638 nChanged 117
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	Iteration 28Q: 3 clusters Score -5213643 nChanged 112
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	Iteration 29Q: 3 clusters Score -5213634 nChanged 116
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	Iteration 30Q: 3 clusters Score -5213649 nChanged 102
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	Iteration 31Q: 3 clusters Score -5213668 nChanged 102
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	Iteration 32Q: 3 clusters Score -5213668 nChanged 80
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Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -5213694 nChanged 84
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	Iteration 34Q: 3 clusters Score -5213676 nChanged 96
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	Iteration 35Q: 3 clusters Score -5213680 nChanged 95
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	Iteration 36Q: 3 clusters Score -5213686 nChanged 82
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	Iteration 37Q: 3 clusters Score -5213702 nChanged 93
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	Iteration 38Q: 3 clusters Score -5213706 nChanged 84
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	Iteration 39Q: 3 clusters Score -5213726 nChanged 92
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	Iteration 40F: 3 clusters Score -5213744 nChanged 105
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	Iteration 41Q: 3 clusters Score -5213742 nChanged 135
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	Iteration 42Q: 3 clusters Score -5213762 nChanged 118
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	Iteration 43Q: 3 clusters Score -5213759 nChanged 102
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	Iteration 45Q: 3 clusters Score -5213771 nChanged 82
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	Iteration 47Q: 3 clusters Score -5213781 nChanged 74
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	Iteration 48Q: 3 clusters Score -5213772 nChanged 60
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	Iteration 49Q: 3 clusters Score -5213776 nChanged 60
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	Iteration 50Q: 3 clusters Score -5213784 nChanged 55
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	Iteration 53Q: 3 clusters Score -5213820 nChanged 79
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	Iteration 54Q: 3 clusters Score -5213834 nChanged 70
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	Iteration 57Q: 3 clusters Score -5213842 nChanged 77
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	Iteration 58Q: 3 clusters Score -5213847 nChanged 87
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	Iteration 59Q: 3 clusters Score -5213856 nChanged 77
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	Iteration 60F: 3 clusters Score -5213861 nChanged 80
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	Iteration 61Q: 3 clusters Score -5213855 nChanged 80
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	Iteration 62Q: 3 clusters Score -5213871 nChanged 80
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	Iteration 63Q: 3 clusters Score -5213863 nChanged 61
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	Iteration 64Q: 3 clusters Score -5213882 nChanged 60
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	Iteration 67Q: 3 clusters Score -5213878 nChanged 40
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	Iteration 70Q: 3 clusters Score -5213886 nChanged 24
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	Iteration 71Q: 3 clusters Score -5213884 nChanged 33
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	Iteration 72Q: 3 clusters Score -5213891 nChanged 37
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	Iteration 73Q: 3 clusters Score -5213891 nChanged 35
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	Iteration 74Q: 3 clusters Score -5213894 nChanged 26
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	Iteration 75Q: 3 clusters Score -5213896 nChanged 35
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	Iteration 76Q: 3 clusters Score -5213900 nChanged 28
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	Iteration 78Q: 3 clusters Score -5213897 nChanged 41
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	Iteration 79Q: 3 clusters Score -5213906 nChanged 47
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	Iteration 80F: 3 clusters Score -5213908 nChanged 33
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	Iteration 81Q: 3 clusters Score -5213902 nChanged 26
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	Iteration 82Q: 3 clusters Score -5213896 nChanged 25
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	Iteration 83Q: 3 clusters Score -5213889 nChanged 25
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	Iteration 84Q: 3 clusters Score -5213888 nChanged 31
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	Iteration 85Q: 3 clusters Score -5213887 nChanged 32
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	Iteration 86Q: 3 clusters Score -5213889 nChanged 33
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	Iteration 87Q: 3 clusters Score -5213886 nChanged 24
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	Iteration 88Q: 3 clusters Score -5213890 nChanged 36
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	Iteration 89Q: 3 clusters Score -5213880 nChanged 44
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	Iteration 90Q: 3 clusters Score -5213872 nChanged 39
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	Iteration 91Q: 3 clusters Score -5213867 nChanged 30
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	Iteration 92Q: 3 clusters Score -5213865 nChanged 35
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	Iteration 93Q: 3 clusters Score -5213862 nChanged 35
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	Iteration 94Q: 3 clusters Score -5213869 nChanged 43
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	Iteration 95Q: 3 clusters Score -5213889 nChanged 42
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	Iteration 97Q: 3 clusters Score -5213895 nChanged 41
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	Iteration 98Q: 3 clusters Score -5213890 nChanged 23
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	Iteration 99Q: 3 clusters Score -5213894 nChanged 25
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	Iteration 100F: 3 clusters Score -5213912 nChanged 22
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	Iteration 101Q: 3 clusters Score -5213918 nChanged 17
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	Iteration 102Q: 3 clusters Score -5213916 nChanged 17
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	Iteration 103Q: 3 clusters Score -5213912 nChanged 12
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	Iteration 104Q: 3 clusters Score -5213918 nChanged 13
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	Iteration 105Q: 3 clusters Score -5213930 nChanged 13
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	Iteration 106Q: 3 clusters Score -5213928 nChanged 12
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	Iteration 107Q: 3 clusters Score -5213928 nChanged 12
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	Iteration 108Q: 3 clusters Score -5213936 nChanged 17
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	Iteration 109Q: 3 clusters Score -5213932 nChanged 17
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	Iteration 116Q: 3 clusters Score -5213943 nChanged 20
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	Iteration 120F: 3 clusters Score -5213945 nChanged 27
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	Iteration 126Q: 3 clusters Score -5213940 nChanged 8
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	Iteration 160F: 3 clusters Score -5213946 nChanged 22
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	Iteration 161Q: 3 clusters Score -5213946 nChanged 24
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	Iteration 204Q: 3 clusters Score -5214278 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16441 members 
Mstep: Class 2 contains 24645 members 
Entering Unmasked Estep 
Score: -5214314.000000 Penalty: 5269.217773
	Iteration 205Q: 3 clusters Score -5214314 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16273 members 
Mstep: Class 2 contains 24813 members 
Entering Unmasked Estep 
Score: -5214327.000000 Penalty: 5269.217773
	Iteration 206Q: 3 clusters Score -5214327 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16096 members 
Mstep: Class 2 contains 24990 members 
Entering Unmasked Estep 
Score: -5214371.000000 Penalty: 5269.217773
	Iteration 207Q: 3 clusters Score -5214371 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15886 members 
Mstep: Class 2 contains 25200 members 
Entering Unmasked Estep 
Score: -5214398.500000 Penalty: 5269.217773
	Iteration 208Q: 3 clusters Score -5214398 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15633 members 
Mstep: Class 2 contains 25453 members 
Entering Unmasked Estep 
Score: -5214464.000000 Penalty: 5269.217773
	Iteration 209Q: 3 clusters Score -5214464 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15380 members 
Mstep: Class 2 contains 25706 members 
Entering Unmasked Estep 
Score: -5214508.500000 Penalty: 5269.217773
	Iteration 210Q: 3 clusters Score -5214508 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15112 members 
Mstep: Class 2 contains 25974 members 
Entering Unmasked Estep 
Score: -5214532.000000 Penalty: 5269.217773
	Iteration 211Q: 3 clusters Score -5214532 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14837 members 
Mstep: Class 2 contains 26249 members 
Entering Unmasked Estep 
Score: -5214586.500000 Penalty: 5269.217773
	Iteration 212Q: 3 clusters Score -5214586 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14516 members 
Mstep: Class 2 contains 26570 members 
Entering Unmasked Estep 
Score: -5214629.500000 Penalty: 5269.217773
	Iteration 213Q: 3 clusters Score -5214630 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14185 members 
Mstep: Class 2 contains 26901 members 
Entering Unmasked Estep 
Score: -5214691.500000 Penalty: 5269.217773
	Iteration 214Q: 3 clusters Score -5214692 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13837 members 
Mstep: Class 2 contains 27249 members 
Entering Unmasked Estep 
Score: -5214764.000000 Penalty: 5269.217773
	Iteration 215Q: 3 clusters Score -5214764 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13484 members 
Mstep: Class 2 contains 27602 members 
Entering Unmasked Estep 
Score: -5214847.500000 Penalty: 5269.217773
	Iteration 216Q: 3 clusters Score -5214848 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13113 members 
Mstep: Class 2 contains 27973 members 
Entering Unmasked Estep 
Score: -5214927.000000 Penalty: 5269.217773
	Iteration 217Q: 3 clusters Score -5214927 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12715 members 
Mstep: Class 2 contains 28371 members 
Entering Unmasked Estep 
Score: -5214999.000000 Penalty: 5269.217773
	Iteration 218Q: 3 clusters Score -5214999 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12317 members 
Mstep: Class 2 contains 28769 members 
Entering Unmasked Estep 
Score: -5215087.000000 Penalty: 5269.217773
	Iteration 219Q: 3 clusters Score -5215087 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11921 members 
Mstep: Class 2 contains 29165 members 
Entering Unmasked Estep 
Score: -5215172.500000 Penalty: 5269.217773
	Iteration 220F: 3 clusters Score -5215172 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11500 members 
Mstep: Class 2 contains 29586 members 
Entering Unmasked Estep 
Score: -5215255.000000 Penalty: 5269.217773
	Iteration 221Q: 3 clusters Score -5215255 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11062 members 
Mstep: Class 2 contains 30024 members 
Entering Unmasked Estep 
Score: -5215381.500000 Penalty: 5269.217773
	Iteration 222Q: 3 clusters Score -5215382 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10645 members 
Mstep: Class 2 contains 30441 members 
Entering Unmasked Estep 
Score: -5215495.500000 Penalty: 5269.217773
	Iteration 223Q: 3 clusters Score -5215496 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10209 members 
Mstep: Class 2 contains 30877 members 
Entering Unmasked Estep 
Score: -5215613.000000 Penalty: 5269.217773
	Iteration 224Q: 3 clusters Score -5215613 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9791 members 
Mstep: Class 2 contains 31295 members 
Entering Unmasked Estep 
Score: -5215710.500000 Penalty: 5269.217773
	Iteration 225Q: 3 clusters Score -5215710 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 31722 members 
Entering Unmasked Estep 
Score: -5215813.500000 Penalty: 5269.217773
	Iteration 226Q: 3 clusters Score -5215814 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 32166 members 
Entering Unmasked Estep 
Score: -5215971.000000 Penalty: 5269.217773
	Iteration 227Q: 3 clusters Score -5215971 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 32619 members 
Entering Unmasked Estep 
Score: -5216123.500000 Penalty: 5269.217773
	Iteration 228Q: 3 clusters Score -5216124 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 33080 members 
Entering Unmasked Estep 
Score: -5216298.000000 Penalty: 5269.217773
	Iteration 229Q: 3 clusters Score -5216298 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 33523 members 
Entering Unmasked Estep 
Score: -5216426.000000 Penalty: 5269.217773
	Iteration 230Q: 3 clusters Score -5216426 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 33980 members 
Entering Unmasked Estep 
Score: -5216582.000000 Penalty: 5269.217773
	Iteration 231Q: 3 clusters Score -5216582 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 34449 members 
Entering Unmasked Estep 
Score: -5216810.000000 Penalty: 5269.217773
	Iteration 232Q: 3 clusters Score -5216810 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 34928 members 
Entering Unmasked Estep 
Score: -5217040.000000 Penalty: 5269.217773
	Iteration 233Q: 3 clusters Score -5217040 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 35414 members 
Entering Unmasked Estep 
Score: -5217268.000000 Penalty: 5269.217773
	Iteration 234Q: 3 clusters Score -5217268 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 35886 members 
Entering Unmasked Estep 
Score: -5217552.500000 Penalty: 5269.217773
	Iteration 235Q: 3 clusters Score -5217552 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 36354 members 
Entering Unmasked Estep 
Score: -5217854.500000 Penalty: 5269.217773
	Iteration 236Q: 3 clusters Score -5217854 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 36750 members 
Entering Unmasked Estep 
Score: -5218110.500000 Penalty: 5269.217773
	Iteration 237Q: 3 clusters Score -5218110 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 37096 members 
Entering Unmasked Estep 
Score: -5218356.500000 Penalty: 5269.217773
	Iteration 238Q: 3 clusters Score -5218356 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 37408 members 
Entering Unmasked Estep 
Score: -5218553.500000 Penalty: 5269.217773
	Iteration 239Q: 3 clusters Score -5218554 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 37709 members 
Entering Unmasked Estep 
Score: -5218719.000000 Penalty: 5269.217773
	Iteration 240F: 3 clusters Score -5218719 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 37958 members 
Entering Unmasked Estep 
Score: -5218869.500000 Penalty: 5269.217773
	Iteration 241Q: 3 clusters Score -5218870 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 38163 members 
Entering Unmasked Estep 
Score: -5218973.500000 Penalty: 5269.217773
	Iteration 242Q: 3 clusters Score -5218974 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 38335 members 
Entering Unmasked Estep 
Score: -5219059.000000 Penalty: 5269.217773
	Iteration 243Q: 3 clusters Score -5219059 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 38479 members 
Entering Unmasked Estep 
Score: -5219115.000000 Penalty: 5269.217773
	Iteration 244Q: 3 clusters Score -5219115 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 38612 members 
Entering Unmasked Estep 
Score: -5219164.500000 Penalty: 5269.217773
	Iteration 245Q: 3 clusters Score -5219164 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 38708 members 
Entering Unmasked Estep 
Score: -5219209.000000 Penalty: 5269.217773
	Iteration 246Q: 3 clusters Score -5219209 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 38788 members 
Entering Unmasked Estep 
Score: -5219228.500000 Penalty: 5269.217773
	Iteration 247Q: 3 clusters Score -5219228 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 38855 members 
Entering Unmasked Estep 
Score: -5219267.500000 Penalty: 5269.217773
	Iteration 248Q: 3 clusters Score -5219268 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 38912 members 
Entering Unmasked Estep 
Score: -5219285.000000 Penalty: 5269.217773
	Iteration 249Q: 3 clusters Score -5219285 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 38973 members 
Entering Unmasked Estep 
Score: -5219313.000000 Penalty: 5269.217773
	Iteration 250Q: 3 clusters Score -5219313 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 39031 members 
Entering Unmasked Estep 
Score: -5219318.500000 Penalty: 5269.217773
	Iteration 251Q: 3 clusters Score -5219318 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 39079 members 
Entering Unmasked Estep 
Score: -5219332.500000 Penalty: 5269.217773
	Iteration 252Q: 3 clusters Score -5219332 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 39114 members 
Entering Unmasked Estep 
Score: -5219362.500000 Penalty: 5269.217773
	Iteration 253Q: 3 clusters Score -5219362 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 39150 members 
Entering Unmasked Estep 
Score: -5219363.500000 Penalty: 5269.217773
	Iteration 254Q: 3 clusters Score -5219364 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 39169 members 
Entering Unmasked Estep 
Score: -5219368.000000 Penalty: 5269.217773
	Iteration 255Q: 3 clusters Score -5219368 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 39185 members 
Entering Unmasked Estep 
Score: -5219384.000000 Penalty: 5269.217773
	Iteration 256Q: 3 clusters Score -5219384 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 39202 members 
Entering Unmasked Estep 
Score: -5219386.000000 Penalty: 5269.217773
	Iteration 257Q: 3 clusters Score -5219386 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 39218 members 
Entering Unmasked Estep 
Score: -5219390.500000 Penalty: 5269.217773
	Iteration 258Q: 3 clusters Score -5219390 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 39235 members 
Entering Unmasked Estep 
Score: -5219394.000000 Penalty: 5269.217773
	Iteration 259Q: 3 clusters Score -5219394 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 39251 members 
Entering Unmasked Estep 
Score: -5219397.500000 Penalty: 5269.217773
	Iteration 260F: 3 clusters Score -5219398 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 39257 members 
Entering Unmasked Estep 
Score: -5219399.000000 Penalty: 5269.217773
	Iteration 261Q: 3 clusters Score -5219399 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 39258 members 
Entering Unmasked Estep 
Score: -5219407.000000 Penalty: 5269.217773
	Iteration 262Q: 3 clusters Score -5219407 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 39264 members 
Entering Unmasked Estep 
Score: -5219407.000000 Penalty: 5269.217773
	Iteration 263Q: 3 clusters Score -5219407 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 39268 members 
Entering Unmasked Estep 
Score: -5219409.500000 Penalty: 5269.217773
	Iteration 264Q: 3 clusters Score -5219410 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 39273 members 
Entering Unmasked Estep 
Score: -5219407.500000 Penalty: 5269.217773
	Iteration 265Q: 3 clusters Score -5219408 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 39279 members 
Entering Unmasked Estep 
Score: -5219416.500000 Penalty: 5269.217773
	Iteration 266Q: 3 clusters Score -5219416 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 39281 members 
Entering Unmasked Estep 
Score: -5219415.000000 Penalty: 5269.217773
	Iteration 267Q: 3 clusters Score -5219415 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 39283 members 
Entering Unmasked Estep 
Score: -5219415.000000 Penalty: 5269.217773
	Iteration 268Q: 3 clusters Score -5219415 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 39283 members 
Entering Unmasked Estep 
Score: -5219415.000000 Penalty: 5269.217773
	Iteration 269F: 3 clusters Score -5219415 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Entering Unmasked Estep 
Score: -134794.484375 Penalty: 1710.129395
	Iteration 0F: 2 clusters Score -134794.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -132998.921875 Penalty: 3420.258789
	Iteration 0F: 3 clusters Score -132998.9 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -134055.812500 Penalty: 3420.258789
	Iteration 1F: 3 clusters Score -134055.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -134594.109375 Penalty: 3420.258789
	Iteration 2F: 3 clusters Score -134594.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -135050.125000 Penalty: 3420.258789
	Iteration 3F: 3 clusters Score -135050.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -135254.156250 Penalty: 3420.258789
	Iteration 4Q: 3 clusters Score -135254.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -135306.562500 Penalty: 3420.258789
	Iteration 5Q: 3 clusters Score -135306.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -135324.953125 Penalty: 3420.258789
	Iteration 6Q: 3 clusters Score -135325 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -135345.593750 Penalty: 3420.258789
	Iteration 7Q: 3 clusters Score -135345.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -135374.500000 Penalty: 3420.258789
	Iteration 8Q: 3 clusters Score -135374.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -135407.906250 Penalty: 3420.258789
	Iteration 9Q: 3 clusters Score -135407.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -135437.781250 Penalty: 3420.258789
	Iteration 10Q: 3 clusters Score -135437.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -135464.578125 Penalty: 3420.258789
	Iteration 11Q: 3 clusters Score -135464.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -135464.578125 Penalty: 3420.258789
	Iteration 12F: 3 clusters Score -135464.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 52470 members 
Mstep: Class 3 contains 5283 members 
Mstep: Class 4 contains 27268 members 
Mstep: Class 5 contains 8398 members 
Mstep: Class 6 contains 4494 members 
Mstep: Class 7 contains 26566 members 
Mstep: Class 8 contains 804 members 
Mstep: Class 9 contains 10609 members 
Mstep: Class 10 contains 3005 members 
Mstep: Class 11 contains 37308 members 
Mstep: Class 12 contains 23431 members 
Mstep: Class 13 contains 215695 members 
Mstep: Class 14 contains 41086 members 
Mstep: Class 15 contains 484 members 
Mstep: Class 16 contains 28886 members 
Mstep: Class 17 contains 9473 members 
Mstep: Class 18 contains 14296 members 
Mstep: Class 19 contains 61769 members 
Mstep: Class 20 contains 11035 members 
Mstep: Class 21 contains 16376 members 
Mstep: Class 22 contains 2989 members 
Mstep: Class 23 contains 2567 members 
Mstep: Class 24 contains 18623 members 
Mstep: Class 25 contains 2066 members 
Mstep: Class 26 contains 22020 members 
Mstep: Class 27 contains 6160 members 
Mstep: Class 28 contains 4155 members 
Mstep: Class 29 contains 37334 members 
Mstep: Class 30 contains 4525 members 
Mstep: Class 31 contains 482 members 
Mstep: Class 32 contains 442 members 
Mstep: Class 33 contains 39438 members 
Mstep: Class 34 contains 638 members 
Mstep: Class 35 contains 8666 members 
Mstep: Class 36 contains 2455 members 
Mstep: Class 37 contains 164403 members 
Mstep: Class 38 contains 8444 members 
Mstep: Class 39 contains 4228 members 
Mstep: Class 40 contains 5303 members 
Mstep: Class 41 contains 2905 members 
Mstep: Class 42 contains 3698 members 
Mstep: Class 43 contains 550 members 
Mstep: Class 44 contains 3469 members 
Mstep: Class 45 contains 1909 members 
Mstep: Class 46 contains 362 members 
Mstep: Class 47 contains 5042 members 
Mstep: Class 48 contains 4963 members 
Mstep: Class 49 contains 4223 members 
Mstep: Class 50 contains 6288 members 
Mstep: Class 51 contains 175675 members 
Mstep: Class 52 contains 348 members 
Mstep: Class 53 contains 358 members 
Mstep: Class 54 contains 663 members 
Mstep: Class 55 contains 4241 members 
Mstep: Class 56 contains 2287 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 9745 members 
Mstep: Class 59 contains 3628 members 
Mstep: Class 60 contains 18150 members 
Mstep: Class 61 contains 255 members 
Mstep: Class 62 contains 1028 members 
Mstep: Class 63 contains 768 members 
Mstep: Class 64 contains 580 members 
Mstep: Class 65 contains 1140 members 
Mstep: Class 66 contains 504 members 
Mstep: Class 67 contains 436 members 
Mstep: Class 68 contains 725 members 
Entering Unmasked Estep 
Score: -147540640.000000 Penalty: 235893.484375
Splitting cluster 15 changes total score from -147541664.000000 to -147540640.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (28886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28886 members 
Entering Unmasked Estep 
Score: -3666805.250000 Penalty: 2547.235840
	Iteration 0F: 2 clusters Score -3666805 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14393 members 
Mstep: Class 2 contains 14493 members 
Entering Unmasked Estep 
Score: -3646953.000000 Penalty: 5094.471680
	Iteration 0F: 3 clusters Score -3646953 nChanged 12999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13830 members 
Mstep: Class 2 contains 15056 members 
Entering Unmasked Estep 
Score: -3653900.500000 Penalty: 5094.471680
	Iteration 1F: 3 clusters Score -3653900 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13403 members 
Mstep: Class 2 contains 15483 members 
Entering Unmasked Estep 
Score: -3654494.500000 Penalty: 5094.471680
	Iteration 2F: 3 clusters Score -3654494 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12868 members 
Mstep: Class 2 contains 16018 members 
Entering Unmasked Estep 
Score: -3655232.500000 Penalty: 5094.471680
	Iteration 3Q: 3 clusters Score -3655232 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12255 members 
Mstep: Class 2 contains 16631 members 
Entering Unmasked Estep 
Score: -3656110.750000 Penalty: 5094.471680
	Iteration 4F: 3 clusters Score -3656111 nChanged 1630
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11509 members 
Mstep: Class 2 contains 17377 members 
Entering Unmasked Estep 
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	Iteration 5F: 3 clusters Score -3657196 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10721 members 
Mstep: Class 2 contains 18165 members 
Entering Unmasked Estep 
Score: -3658383.500000 Penalty: 5094.471680
	Iteration 6F: 3 clusters Score -3658384 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 18972 members 
Entering Unmasked Estep 
Score: -3659534.500000 Penalty: 5094.471680
	Iteration 7F: 3 clusters Score -3659534 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 19758 members 
Entering Unmasked Estep 
Score: -3660592.500000 Penalty: 5094.471680
	Iteration 8F: 3 clusters Score -3660592 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 20418 members 
Entering Unmasked Estep 
Score: -3661435.750000 Penalty: 5094.471680
	Iteration 9Q: 3 clusters Score -3661436 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 20934 members 
Entering Unmasked Estep 
Score: -3662059.500000 Penalty: 5094.471680
	Iteration 10Q: 3 clusters Score -3662060 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 21371 members 
Entering Unmasked Estep 
Score: -3662534.250000 Penalty: 5094.471680
	Iteration 11Q: 3 clusters Score -3662534 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 21726 members 
Entering Unmasked Estep 
Score: -3662873.250000 Penalty: 5094.471680
	Iteration 12Q: 3 clusters Score -3662873 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 22065 members 
Entering Unmasked Estep 
Score: -3663161.250000 Penalty: 5094.471680
	Iteration 13Q: 3 clusters Score -3663161 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 22430 members 
Entering Unmasked Estep 
Score: -3663444.500000 Penalty: 5094.471680
	Iteration 14Q: 3 clusters Score -3663444 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 22750 members 
Entering Unmasked Estep 
Score: -3663654.250000 Penalty: 5094.471680
	Iteration 15Q: 3 clusters Score -3663654 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 23030 members 
Entering Unmasked Estep 
Score: -3663827.250000 Penalty: 5094.471680
	Iteration 16Q: 3 clusters Score -3663827 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 23294 members 
Entering Unmasked Estep 
Score: -3663974.000000 Penalty: 5094.471680
	Iteration 17Q: 3 clusters Score -3663974 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 23542 members 
Entering Unmasked Estep 
Score: -3664088.750000 Penalty: 5094.471680
	Iteration 18Q: 3 clusters Score -3664089 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 23790 members 
Entering Unmasked Estep 
Score: -3664193.250000 Penalty: 5094.471680
	Iteration 19Q: 3 clusters Score -3664193 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 24008 members 
Entering Unmasked Estep 
Score: -3664260.250000 Penalty: 5094.471680
	Iteration 20F: 3 clusters Score -3664260 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 24206 members 
Entering Unmasked Estep 
Score: -3664320.250000 Penalty: 5094.471680
	Iteration 21Q: 3 clusters Score -3664320 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 24391 members 
Entering Unmasked Estep 
Score: -3664394.750000 Penalty: 5094.471680
	Iteration 22Q: 3 clusters Score -3664395 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 24579 members 
Entering Unmasked Estep 
Score: -3664456.250000 Penalty: 5094.471680
	Iteration 23Q: 3 clusters Score -3664456 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 24738 members 
Entering Unmasked Estep 
Score: -3664500.250000 Penalty: 5094.471680
	Iteration 24Q: 3 clusters Score -3664500 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 24889 members 
Entering Unmasked Estep 
Score: -3664551.250000 Penalty: 5094.471680
	Iteration 25Q: 3 clusters Score -3664551 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 25035 members 
Entering Unmasked Estep 
Score: -3664588.500000 Penalty: 5094.471680
	Iteration 26Q: 3 clusters Score -3664588 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 25171 members 
Entering Unmasked Estep 
Score: -3664610.750000 Penalty: 5094.471680
	Iteration 27Q: 3 clusters Score -3664611 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 25291 members 
Entering Unmasked Estep 
Score: -3664640.750000 Penalty: 5094.471680
	Iteration 28Q: 3 clusters Score -3664641 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 25409 members 
Entering Unmasked Estep 
Score: -3664690.500000 Penalty: 5094.471680
	Iteration 29Q: 3 clusters Score -3664690 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 25512 members 
Entering Unmasked Estep 
Score: -3664726.750000 Penalty: 5094.471680
	Iteration 30Q: 3 clusters Score -3664727 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 25601 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -3664746 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 25680 members 
Entering Unmasked Estep 
Score: -3664776.750000 Penalty: 5094.471680
	Iteration 32Q: 3 clusters Score -3664777 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 25766 members 
Entering Unmasked Estep 
Score: -3664799.750000 Penalty: 5094.471680
	Iteration 33Q: 3 clusters Score -3664800 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 25841 members 
Entering Unmasked Estep 
Score: -3664816.250000 Penalty: 5094.471680
	Iteration 34Q: 3 clusters Score -3664816 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 25913 members 
Entering Unmasked Estep 
Score: -3664830.500000 Penalty: 5094.471680
	Iteration 35Q: 3 clusters Score -3664830 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 25968 members 
Entering Unmasked Estep 
Score: -3664849.000000 Penalty: 5094.471680
	Iteration 36Q: 3 clusters Score -3664849 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 26025 members 
Entering Unmasked Estep 
Score: -3664857.500000 Penalty: 5094.471680
	Iteration 37Q: 3 clusters Score -3664858 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 26073 members 
Entering Unmasked Estep 
Score: -3664866.250000 Penalty: 5094.471680
	Iteration 38Q: 3 clusters Score -3664866 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 26108 members 
Entering Unmasked Estep 
Score: -3664877.250000 Penalty: 5094.471680
	Iteration 39Q: 3 clusters Score -3664877 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 26148 members 
Entering Unmasked Estep 
Score: -3664887.250000 Penalty: 5094.471680
	Iteration 40F: 3 clusters Score -3664887 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 26199 members 
Entering Unmasked Estep 
Score: -3664896.000000 Penalty: 5094.471680
	Iteration 41Q: 3 clusters Score -3664896 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 26241 members 
Entering Unmasked Estep 
Score: -3664901.250000 Penalty: 5094.471680
	Iteration 42Q: 3 clusters Score -3664901 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 26275 members 
Entering Unmasked Estep 
Score: -3664919.000000 Penalty: 5094.471680
	Iteration 43Q: 3 clusters Score -3664919 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 26311 members 
Entering Unmasked Estep 
Score: -3664925.250000 Penalty: 5094.471680
	Iteration 44Q: 3 clusters Score -3664925 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 26342 members 
Entering Unmasked Estep 
Score: -3664939.000000 Penalty: 5094.471680
	Iteration 45Q: 3 clusters Score -3664939 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 26367 members 
Entering Unmasked Estep 
Score: -3664938.000000 Penalty: 5094.471680
	Iteration 46Q: 3 clusters Score -3664938 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 26390 members 
Entering Unmasked Estep 
Score: -3664942.000000 Penalty: 5094.471680
	Iteration 47Q: 3 clusters Score -3664942 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 26408 members 
Entering Unmasked Estep 
Score: -3664939.750000 Penalty: 5094.471680
	Iteration 48Q: 3 clusters Score -3664940 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 26424 members 
Entering Unmasked Estep 
Score: -3664941.750000 Penalty: 5094.471680
	Iteration 49Q: 3 clusters Score -3664942 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 26444 members 
Entering Unmasked Estep 
Score: -3664937.500000 Penalty: 5094.471680
	Iteration 50Q: 3 clusters Score -3664938 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 26464 members 
Entering Unmasked Estep 
Score: -3664944.500000 Penalty: 5094.471680
	Iteration 51Q: 3 clusters Score -3664944 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 26482 members 
Entering Unmasked Estep 
Score: -3664955.750000 Penalty: 5094.471680
	Iteration 52Q: 3 clusters Score -3664956 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 26496 members 
Entering Unmasked Estep 
Score: -3664957.250000 Penalty: 5094.471680
	Iteration 53Q: 3 clusters Score -3664957 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 26507 members 
Entering Unmasked Estep 
Score: -3664957.750000 Penalty: 5094.471680
	Iteration 54Q: 3 clusters Score -3664958 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 26517 members 
Entering Unmasked Estep 
Score: -3664959.000000 Penalty: 5094.471680
	Iteration 55Q: 3 clusters Score -3664959 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 26522 members 
Entering Unmasked Estep 
Score: -3664958.500000 Penalty: 5094.471680
	Iteration 56Q: 3 clusters Score -3664958 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 26531 members 
Entering Unmasked Estep 
Score: -3664957.000000 Penalty: 5094.471680
	Iteration 57Q: 3 clusters Score -3664957 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 26542 members 
Entering Unmasked Estep 
Score: -3664964.500000 Penalty: 5094.471680
	Iteration 58Q: 3 clusters Score -3664964 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 26558 members 
Entering Unmasked Estep 
Score: -3664966.000000 Penalty: 5094.471680
	Iteration 59Q: 3 clusters Score -3664966 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 26565 members 
Entering Unmasked Estep 
Score: -3664964.250000 Penalty: 5094.471680
	Iteration 60F: 3 clusters Score -3664964 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 26572 members 
Entering Unmasked Estep 
Score: -3664961.750000 Penalty: 5094.471680
	Iteration 61Q: 3 clusters Score -3664962 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 26579 members 
Entering Unmasked Estep 
Score: -3664961.250000 Penalty: 5094.471680
	Iteration 62Q: 3 clusters Score -3664961 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 26585 members 
Entering Unmasked Estep 
Score: -3664964.500000 Penalty: 5094.471680
	Iteration 63Q: 3 clusters Score -3664964 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 26596 members 
Entering Unmasked Estep 
Score: -3664976.000000 Penalty: 5094.471680
	Iteration 64Q: 3 clusters Score -3664976 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 26610 members 
Entering Unmasked Estep 
Score: -3664976.000000 Penalty: 5094.471680
	Iteration 65Q: 3 clusters Score -3664976 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 26620 members 
Entering Unmasked Estep 
Score: -3664984.000000 Penalty: 5094.471680
	Iteration 66Q: 3 clusters Score -3664984 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 26633 members 
Entering Unmasked Estep 
Score: -3664985.500000 Penalty: 5094.471680
	Iteration 67Q: 3 clusters Score -3664986 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 26641 members 
Entering Unmasked Estep 
Score: -3664988.250000 Penalty: 5094.471680
	Iteration 68Q: 3 clusters Score -3664988 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 26648 members 
Entering Unmasked Estep 
Score: -3664991.500000 Penalty: 5094.471680
	Iteration 69Q: 3 clusters Score -3664992 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 26655 members 
Entering Unmasked Estep 
Score: -3664988.250000 Penalty: 5094.471680
	Iteration 70Q: 3 clusters Score -3664988 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 26657 members 
Entering Unmasked Estep 
Score: -3664988.500000 Penalty: 5094.471680
	Iteration 71Q: 3 clusters Score -3664988 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 26658 members 
Entering Unmasked Estep 
Score: -3664984.750000 Penalty: 5094.471680
	Iteration 72Q: 3 clusters Score -3664985 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 26664 members 
Entering Unmasked Estep 
Score: -3664988.750000 Penalty: 5094.471680
	Iteration 73Q: 3 clusters Score -3664989 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 26666 members 
Entering Unmasked Estep 
Score: -3664991.000000 Penalty: 5094.471680
	Iteration 74Q: 3 clusters Score -3664991 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 26671 members 
Entering Unmasked Estep 
Score: -3664993.250000 Penalty: 5094.471680
	Iteration 75Q: 3 clusters Score -3664993 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 26683 members 
Entering Unmasked Estep 
Score: -3664993.250000 Penalty: 5094.471680
	Iteration 76Q: 3 clusters Score -3664993 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 26690 members 
Entering Unmasked Estep 
Score: -3665001.250000 Penalty: 5094.471680
	Iteration 77Q: 3 clusters Score -3665001 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 26695 members 
Entering Unmasked Estep 
Score: -3664996.500000 Penalty: 5094.471680
	Iteration 78Q: 3 clusters Score -3664996 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 26701 members 
Entering Unmasked Estep 
Score: -3665002.750000 Penalty: 5094.471680
	Iteration 79Q: 3 clusters Score -3665003 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 26709 members 
Entering Unmasked Estep 
Score: -3665006.250000 Penalty: 5094.471680
	Iteration 80F: 3 clusters Score -3665006 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 26719 members 
Entering Unmasked Estep 
Score: -3665006.500000 Penalty: 5094.471680
	Iteration 81Q: 3 clusters Score -3665006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 26722 members 
Entering Unmasked Estep 
Score: -3665007.000000 Penalty: 5094.471680
	Iteration 82Q: 3 clusters Score -3665007 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 26725 members 
Entering Unmasked Estep 
Score: -3665007.500000 Penalty: 5094.471680
	Iteration 83Q: 3 clusters Score -3665008 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 26726 members 
Entering Unmasked Estep 
Score: -3665008.500000 Penalty: 5094.471680
	Iteration 84Q: 3 clusters Score -3665008 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 26726 members 
Entering Unmasked Estep 
Score: -3665008.500000 Penalty: 5094.471680
	Iteration 85F: 3 clusters Score -3665008 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (9473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Entering Unmasked Estep 
Score: -1194323.125000 Penalty: 2270.738037
	Iteration 0F: 2 clusters Score -1194323 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -1187014.750000 Penalty: 4541.476074
	Iteration 0F: 3 clusters Score -1187015 nChanged 3911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -1189139.375000 Penalty: 4541.476074
	Iteration 1F: 3 clusters Score -1189139 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -1189445.750000 Penalty: 4541.476074
	Iteration 2F: 3 clusters Score -1189446 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -1189719.375000 Penalty: 4541.476074
	Iteration 3F: 3 clusters Score -1189719 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -1189983.125000 Penalty: 4541.476074
	Iteration 4Q: 3 clusters Score -1189983 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -1190235.000000 Penalty: 4541.476074
	Iteration 5Q: 3 clusters Score -1190235 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -1190493.625000 Penalty: 4541.476074
	Iteration 6Q: 3 clusters Score -1190494 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -1190741.750000 Penalty: 4541.476074
	Iteration 7Q: 3 clusters Score -1190742 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -1190980.875000 Penalty: 4541.476074
	Iteration 8Q: 3 clusters Score -1190981 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -1191205.125000 Penalty: 4541.476074
	Iteration 9Q: 3 clusters Score -1191205 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -1191454.750000 Penalty: 4541.476074
	Iteration 10Q: 3 clusters Score -1191455 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -1191661.625000 Penalty: 4541.476074
	Iteration 11Q: 3 clusters Score -1191662 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -1191850.875000 Penalty: 4541.476074
	Iteration 12Q: 3 clusters Score -1191851 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -1191991.375000 Penalty: 4541.476074
	Iteration 13Q: 3 clusters Score -1191991 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -1192095.500000 Penalty: 4541.476074
	Iteration 14Q: 3 clusters Score -1192096 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -1192186.625000 Penalty: 4541.476074
	Iteration 15Q: 3 clusters Score -1192187 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -1192253.500000 Penalty: 4541.476074
	Iteration 16Q: 3 clusters Score -1192254 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -1192302.500000 Penalty: 4541.476074
	Iteration 17Q: 3 clusters Score -1192302 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -1192334.250000 Penalty: 4541.476074
	Iteration 18Q: 3 clusters Score -1192334 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -1192349.125000 Penalty: 4541.476074
	Iteration 19Q: 3 clusters Score -1192349 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 8681 members 
Entering Unmasked Estep 
Score: -1192361.875000 Penalty: 4541.476074
	Iteration 20F: 3 clusters Score -1192362 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -1192373.750000 Penalty: 4541.476074
	Iteration 21Q: 3 clusters Score -1192374 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 8710 members 
Entering Unmasked Estep 
Score: -1192384.625000 Penalty: 4541.476074
	Iteration 22Q: 3 clusters Score -1192385 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -1192394.250000 Penalty: 4541.476074
	Iteration 23Q: 3 clusters Score -1192394 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -1192410.750000 Penalty: 4541.476074
	Iteration 24Q: 3 clusters Score -1192411 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -1192415.500000 Penalty: 4541.476074
	Iteration 25Q: 3 clusters Score -1192416 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -1192423.000000 Penalty: 4541.476074
	Iteration 26Q: 3 clusters Score -1192423 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -1192427.500000 Penalty: 4541.476074
	Iteration 27Q: 3 clusters Score -1192428 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -1192429.500000 Penalty: 4541.476074
	Iteration 28Q: 3 clusters Score -1192430 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -1192434.375000 Penalty: 4541.476074
	Iteration 29Q: 3 clusters Score -1192434 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -1192436.875000 Penalty: 4541.476074
	Iteration 30Q: 3 clusters Score -1192437 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -1192437.000000 Penalty: 4541.476074
	Iteration 31Q: 3 clusters Score -1192437 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -1192437.000000 Penalty: 4541.476074
	Iteration 32F: 3 clusters Score -1192437 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (14296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14296 members 
Entering Unmasked Estep 
Score: -1839464.125000 Penalty: 2372.798096
	Iteration 0F: 2 clusters Score -1839464 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -1829036.125000 Penalty: 4745.596191
	Iteration 0F: 3 clusters Score -1829036 nChanged 6116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -1832376.125000 Penalty: 4745.596191
	Iteration 1F: 3 clusters Score -1832376 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -1832713.500000 Penalty: 4745.596191
	Iteration 2F: 3 clusters Score -1832714 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -1832979.000000 Penalty: 4745.596191
	Iteration 3Q: 3 clusters Score -1832979 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -1833200.625000 Penalty: 4745.596191
	Iteration 4Q: 3 clusters Score -1833201 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -1833407.250000 Penalty: 4745.596191
	Iteration 5Q: 3 clusters Score -1833407 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -1833604.000000 Penalty: 4745.596191
	Iteration 6Q: 3 clusters Score -1833604 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -1833811.625000 Penalty: 4745.596191
	Iteration 7Q: 3 clusters Score -1833812 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -1834070.625000 Penalty: 4745.596191
	Iteration 8Q: 3 clusters Score -1834071 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -1834334.750000 Penalty: 4745.596191
	Iteration 9Q: 3 clusters Score -1834335 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
Score: -1834643.375000 Penalty: 4745.596191
	Iteration 10Q: 3 clusters Score -1834643 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 9329 members 
Entering Unmasked Estep 
Score: -1835001.250000 Penalty: 4745.596191
	Iteration 11Q: 3 clusters Score -1835001 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 9735 members 
Entering Unmasked Estep 
Score: -1835402.000000 Penalty: 4745.596191
	Iteration 12Q: 3 clusters Score -1835402 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
Score: -1835742.125000 Penalty: 4745.596191
	Iteration 13Q: 3 clusters Score -1835742 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 10404 members 
Entering Unmasked Estep 
Score: -1836003.625000 Penalty: 4745.596191
	Iteration 14Q: 3 clusters Score -1836004 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 10675 members 
Entering Unmasked Estep 
Score: -1836190.000000 Penalty: 4745.596191
	Iteration 15Q: 3 clusters Score -1836190 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 10936 members 
Entering Unmasked Estep 
Score: -1836330.250000 Penalty: 4745.596191
	Iteration 16Q: 3 clusters Score -1836330 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 11145 members 
Entering Unmasked Estep 
Score: -1836425.750000 Penalty: 4745.596191
	Iteration 17Q: 3 clusters Score -1836426 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 11333 members 
Entering Unmasked Estep 
Score: -1836514.125000 Penalty: 4745.596191
	Iteration 18Q: 3 clusters Score -1836514 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 11523 members 
Entering Unmasked Estep 
Score: -1836605.375000 Penalty: 4745.596191
	Iteration 19Q: 3 clusters Score -1836605 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 11703 members 
Entering Unmasked Estep 
Score: -1836693.125000 Penalty: 4745.596191
	Iteration 20F: 3 clusters Score -1836693 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 11852 members 
Entering Unmasked Estep 
Score: -1836754.875000 Penalty: 4745.596191
	Iteration 21Q: 3 clusters Score -1836755 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 11999 members 
Entering Unmasked Estep 
Score: -1836833.000000 Penalty: 4745.596191
	Iteration 22Q: 3 clusters Score -1836833 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 12122 members 
Entering Unmasked Estep 
Score: -1836888.500000 Penalty: 4745.596191
	Iteration 23Q: 3 clusters Score -1836888 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 12237 members 
Entering Unmasked Estep 
Score: -1836950.750000 Penalty: 4745.596191
	Iteration 24Q: 3 clusters Score -1836951 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 12353 members 
Entering Unmasked Estep 
Score: -1837007.000000 Penalty: 4745.596191
	Iteration 25Q: 3 clusters Score -1837007 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 12439 members 
Entering Unmasked Estep 
Score: -1837046.625000 Penalty: 4745.596191
	Iteration 26Q: 3 clusters Score -1837047 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 12526 members 
Entering Unmasked Estep 
Score: -1837090.625000 Penalty: 4745.596191
	Iteration 27Q: 3 clusters Score -1837091 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 12602 members 
Entering Unmasked Estep 
Score: -1837122.500000 Penalty: 4745.596191
	Iteration 28Q: 3 clusters Score -1837122 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 12658 members 
Entering Unmasked Estep 
Score: -1837147.375000 Penalty: 4745.596191
	Iteration 29Q: 3 clusters Score -1837147 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 12714 members 
Entering Unmasked Estep 
Score: -1837174.500000 Penalty: 4745.596191
	Iteration 30Q: 3 clusters Score -1837174 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 12775 members 
Entering Unmasked Estep 
Score: -1837206.875000 Penalty: 4745.596191
	Iteration 31Q: 3 clusters Score -1837207 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 12816 members 
Entering Unmasked Estep 
Score: -1837223.125000 Penalty: 4745.596191
	Iteration 32Q: 3 clusters Score -1837223 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 12860 members 
Entering Unmasked Estep 
Score: -1837240.000000 Penalty: 4745.596191
	Iteration 33Q: 3 clusters Score -1837240 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 12889 members 
Entering Unmasked Estep 
Score: -1837252.750000 Penalty: 4745.596191
	Iteration 34Q: 3 clusters Score -1837253 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 12911 members 
Entering Unmasked Estep 
Score: -1837259.625000 Penalty: 4745.596191
	Iteration 35Q: 3 clusters Score -1837260 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 12934 members 
Entering Unmasked Estep 
Score: -1837275.000000 Penalty: 4745.596191
	Iteration 36Q: 3 clusters Score -1837275 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 12951 members 
Entering Unmasked Estep 
Score: -1837274.000000 Penalty: 4745.596191
	Iteration 37Q: 3 clusters Score -1837274 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 12968 members 
Entering Unmasked Estep 
Score: -1837281.125000 Penalty: 4745.596191
	Iteration 38Q: 3 clusters Score -1837281 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 12990 members 
Entering Unmasked Estep 
Score: -1837290.750000 Penalty: 4745.596191
	Iteration 39Q: 3 clusters Score -1837291 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 13000 members 
Entering Unmasked Estep 
Score: -1837290.875000 Penalty: 4745.596191
	Iteration 40F: 3 clusters Score -1837291 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 13009 members 
Entering Unmasked Estep 
Score: -1837293.000000 Penalty: 4745.596191
	Iteration 41Q: 3 clusters Score -1837293 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 13021 members 
Entering Unmasked Estep 
Score: -1837299.250000 Penalty: 4745.596191
	Iteration 42Q: 3 clusters Score -1837299 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 13027 members 
Entering Unmasked Estep 
Score: -1837303.625000 Penalty: 4745.596191
	Iteration 43Q: 3 clusters Score -1837304 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 13026 members 
Entering Unmasked Estep 
Score: -1837304.875000 Penalty: 4745.596191
	Iteration 44Q: 3 clusters Score -1837305 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 13031 members 
Entering Unmasked Estep 
Score: -1837303.125000 Penalty: 4745.596191
	Iteration 45Q: 3 clusters Score -1837303 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 13038 members 
Entering Unmasked Estep 
Score: -1837304.000000 Penalty: 4745.596191
	Iteration 46Q: 3 clusters Score -1837304 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 13048 members 
Entering Unmasked Estep 
Score: -1837307.750000 Penalty: 4745.596191
	Iteration 47Q: 3 clusters Score -1837308 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 13052 members 
Entering Unmasked Estep 
Score: -1837310.875000 Penalty: 4745.596191
	Iteration 48Q: 3 clusters Score -1837311 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 13056 members 
Entering Unmasked Estep 
Score: -1837311.375000 Penalty: 4745.596191
	Iteration 49Q: 3 clusters Score -1837311 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 13058 members 
Entering Unmasked Estep 
Score: -1837313.125000 Penalty: 4745.596191
	Iteration 50Q: 3 clusters Score -1837313 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 13065 members 
Entering Unmasked Estep 
Score: -1837316.875000 Penalty: 4745.596191
	Iteration 51Q: 3 clusters Score -1837317 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 13072 members 
Entering Unmasked Estep 
Score: -1837315.875000 Penalty: 4745.596191
	Iteration 52Q: 3 clusters Score -1837316 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 13077 members 
Entering Unmasked Estep 
Score: -1837317.125000 Penalty: 4745.596191
	Iteration 53Q: 3 clusters Score -1837317 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 13084 members 
Entering Unmasked Estep 
Score: -1837324.125000 Penalty: 4745.596191
	Iteration 54Q: 3 clusters Score -1837324 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 13092 members 
Entering Unmasked Estep 
Score: -1837325.875000 Penalty: 4745.596191
	Iteration 55Q: 3 clusters Score -1837326 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 13095 members 
Entering Unmasked Estep 
Score: -1837320.625000 Penalty: 4745.596191
	Iteration 56Q: 3 clusters Score -1837321 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 13099 members 
Entering Unmasked Estep 
Score: -1837325.500000 Penalty: 4745.596191
	Iteration 57Q: 3 clusters Score -1837326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 13103 members 
Entering Unmasked Estep 
Score: -1837325.875000 Penalty: 4745.596191
	Iteration 58Q: 3 clusters Score -1837326 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 13103 members 
Entering Unmasked Estep 
Score: -1837325.875000 Penalty: 4745.596191
	Iteration 59F: 3 clusters Score -1837326 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (61769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61769 members 
Entering Unmasked Estep 
Score: -7852070.000000 Penalty: 2735.726807
	Iteration 0F: 2 clusters Score -7852070 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30884 members 
Mstep: Class 2 contains 30885 members 
Entering Unmasked Estep 
Score: -7810573.000000 Penalty: 5471.453613
	Iteration 0F: 3 clusters Score -7810573 nChanged 28687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30987 members 
Mstep: Class 2 contains 30782 members 
Entering Unmasked Estep 
Score: -7826707.500000 Penalty: 5471.453613
	Iteration 1F: 3 clusters Score -7826708 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30857 members 
Mstep: Class 2 contains 30912 members 
Entering Unmasked Estep 
Score: -7827440.000000 Penalty: 5471.453613
	Iteration 2Q: 3 clusters Score -7827440 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30691 members 
Mstep: Class 2 contains 31078 members 
Entering Unmasked Estep 
Score: -7828264.500000 Penalty: 5471.453613
	Iteration 3Q: 3 clusters Score -7828264 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30400 members 
Mstep: Class 2 contains 31369 members 
Entering Unmasked Estep 
Score: -7829151.000000 Penalty: 5471.453613
	Iteration 4Q: 3 clusters Score -7829151 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30013 members 
Mstep: Class 2 contains 31756 members 
Entering Unmasked Estep 
Score: -7830164.500000 Penalty: 5471.453613
	Iteration 5Q: 3 clusters Score -7830164 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29662 members 
Mstep: Class 2 contains 32107 members 
Entering Unmasked Estep 
Score: -7831361.000000 Penalty: 5471.453613
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Mstep: Class 1 contains 29423 members 
Mstep: Class 2 contains 32346 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 29242 members 
Mstep: Class 2 contains 32527 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 29206 members 
Mstep: Class 2 contains 32563 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 29306 members 
Mstep: Class 2 contains 32463 members 
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Mstep: Class 1 contains 29573 members 
Mstep: Class 2 contains 32196 members 
Entering Unmasked Estep 
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	Iteration 11F: 3 clusters Score -7841386 nChanged 2359
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Mstep: Class 1 contains 29824 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -7842678 nChanged 918
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Mstep: Class 1 contains 30410 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 30737 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 31080 members 
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Mstep: Class 1 contains 31421 members 
Mstep: Class 2 contains 30348 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -7843778 nChanged 790
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Mstep: Class 2 contains 28158 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 34292 members 
Mstep: Class 2 contains 27477 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 35051 members 
Mstep: Class 2 contains 26718 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 35847 members 
Mstep: Class 2 contains 25922 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -7844867 nChanged 886
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Mstep: Class 1 contains 36637 members 
Mstep: Class 2 contains 25132 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 24331 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 38217 members 
Mstep: Class 2 contains 23552 members 
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Mstep: Class 2 contains 22825 members 
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Mstep: Class 2 contains 20701 members 
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	Iteration 50Q: 3 clusters Score -7848364 nChanged 385
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	Iteration 60F: 3 clusters Score -7848918 nChanged 220
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	Iteration 98Q: 3 clusters Score -7849681 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58347 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -7849687.000000 Penalty: 5471.453613
	Iteration 99Q: 3 clusters Score -7849687 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58383 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -7849694.500000 Penalty: 5471.453613
	Iteration 100F: 3 clusters Score -7849694 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58419 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -7849689.000000 Penalty: 5471.453613
	Iteration 101Q: 3 clusters Score -7849689 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58448 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -7849684.500000 Penalty: 5471.453613
	Iteration 102Q: 3 clusters Score -7849684 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58465 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -7849694.500000 Penalty: 5471.453613
	Iteration 103Q: 3 clusters Score -7849694 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58485 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -7849697.000000 Penalty: 5471.453613
	Iteration 104Q: 3 clusters Score -7849697 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58505 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -7849705.000000 Penalty: 5471.453613
	Iteration 105Q: 3 clusters Score -7849705 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58522 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -7849713.000000 Penalty: 5471.453613
	Iteration 106Q: 3 clusters Score -7849713 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58531 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -7849702.500000 Penalty: 5471.453613
	Iteration 107Q: 3 clusters Score -7849702 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58536 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -7849705.000000 Penalty: 5471.453613
	Iteration 108Q: 3 clusters Score -7849705 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58540 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -7849721.000000 Penalty: 5471.453613
	Iteration 109Q: 3 clusters Score -7849721 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58541 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -7849714.500000 Penalty: 5471.453613
	Iteration 110Q: 3 clusters Score -7849714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58542 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -7849711.500000 Penalty: 5471.453613
	Iteration 111Q: 3 clusters Score -7849712 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58542 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -7849711.500000 Penalty: 5471.453613
	Iteration 112F: 3 clusters Score -7849712 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (11035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11035 members 
Entering Unmasked Estep 
Score: -1394182.375000 Penalty: 2308.589111
	Iteration 0F: 2 clusters Score -1394182 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -1385784.375000 Penalty: 4617.178223
	Iteration 0F: 3 clusters Score -1385784 nChanged 4711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -1388261.250000 Penalty: 4617.178223
	Iteration 1F: 3 clusters Score -1388261 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -1388584.750000 Penalty: 4617.178223
	Iteration 2F: 3 clusters Score -1388585 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -1388842.625000 Penalty: 4617.178223
	Iteration 3F: 3 clusters Score -1388843 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -1389041.875000 Penalty: 4617.178223
	Iteration 4Q: 3 clusters Score -1389042 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -1389222.875000 Penalty: 4617.178223
	Iteration 5Q: 3 clusters Score -1389223 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -1389409.875000 Penalty: 4617.178223
	Iteration 6Q: 3 clusters Score -1389410 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -1389590.000000 Penalty: 4617.178223
	Iteration 7Q: 3 clusters Score -1389590 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -1389804.375000 Penalty: 4617.178223
	Iteration 8Q: 3 clusters Score -1389804 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -1390033.750000 Penalty: 4617.178223
	Iteration 9Q: 3 clusters Score -1390034 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -1390290.750000 Penalty: 4617.178223
	Iteration 10Q: 3 clusters Score -1390291 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -1390521.375000 Penalty: 4617.178223
	Iteration 11Q: 3 clusters Score -1390521 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -1390754.125000 Penalty: 4617.178223
	Iteration 12Q: 3 clusters Score -1390754 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -1391019.875000 Penalty: 4617.178223
	Iteration 13Q: 3 clusters Score -1391020 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -1391300.625000 Penalty: 4617.178223
	Iteration 14Q: 3 clusters Score -1391301 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -1391509.000000 Penalty: 4617.178223
	Iteration 15Q: 3 clusters Score -1391509 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -1391670.750000 Penalty: 4617.178223
	Iteration 16Q: 3 clusters Score -1391671 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9793 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -1391798.625000 Penalty: 4617.178223
	Iteration 17Q: 3 clusters Score -1391799 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -1391895.375000 Penalty: 4617.178223
	Iteration 18Q: 3 clusters Score -1391895 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -1391971.125000 Penalty: 4617.178223
	Iteration 19Q: 3 clusters Score -1391971 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10048 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -1392016.750000 Penalty: 4617.178223
	Iteration 20F: 3 clusters Score -1392017 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -1392065.500000 Penalty: 4617.178223
	Iteration 21Q: 3 clusters Score -1392066 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -1392100.375000 Penalty: 4617.178223
	Iteration 22Q: 3 clusters Score -1392100 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -1392128.875000 Penalty: 4617.178223
	Iteration 23Q: 3 clusters Score -1392129 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10202 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -1392148.000000 Penalty: 4617.178223
	Iteration 24Q: 3 clusters Score -1392148 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10230 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -1392162.250000 Penalty: 4617.178223
	Iteration 25Q: 3 clusters Score -1392162 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10254 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -1392173.750000 Penalty: 4617.178223
	Iteration 26Q: 3 clusters Score -1392174 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -1392185.500000 Penalty: 4617.178223
	Iteration 27Q: 3 clusters Score -1392186 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -1392189.500000 Penalty: 4617.178223
	Iteration 28Q: 3 clusters Score -1392190 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10289 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1392198.000000 Penalty: 4617.178223
	Iteration 29Q: 3 clusters Score -1392198 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10295 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -1392203.250000 Penalty: 4617.178223
	Iteration 30Q: 3 clusters Score -1392203 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10306 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -1392212.500000 Penalty: 4617.178223
	Iteration 31Q: 3 clusters Score -1392212 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -1392222.000000 Penalty: 4617.178223
	Iteration 32Q: 3 clusters Score -1392222 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10327 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -1392227.000000 Penalty: 4617.178223
	Iteration 33Q: 3 clusters Score -1392227 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10334 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -1392232.250000 Penalty: 4617.178223
	Iteration 34Q: 3 clusters Score -1392232 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10338 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1392234.125000 Penalty: 4617.178223
	Iteration 35Q: 3 clusters Score -1392234 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -1392237.125000 Penalty: 4617.178223
	Iteration 36Q: 3 clusters Score -1392237 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10343 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -1392237.125000 Penalty: 4617.178223
	Iteration 37Q: 3 clusters Score -1392237 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10345 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1392238.375000 Penalty: 4617.178223
	Iteration 38Q: 3 clusters Score -1392238 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10349 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -1392241.125000 Penalty: 4617.178223
	Iteration 39Q: 3 clusters Score -1392241 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10355 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -1392243.750000 Penalty: 4617.178223
	Iteration 40F: 3 clusters Score -1392244 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10357 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1392243.000000 Penalty: 4617.178223
	Iteration 41Q: 3 clusters Score -1392243 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10357 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1392243.000000 Penalty: 4617.178223
	Iteration 42F: 3 clusters Score -1392243 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (16376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16376 members 
Entering Unmasked Estep 
Score: -1911840.500000 Penalty: 2406.485840
	Iteration 0F: 2 clusters Score -1911840 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -1900159.750000 Penalty: 4812.971680
	Iteration 0F: 3 clusters Score -1900160 nChanged 7099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -1904217.250000 Penalty: 4812.971680
	Iteration 1F: 3 clusters Score -1904217 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -1904779.875000 Penalty: 4812.971680
	Iteration 2F: 3 clusters Score -1904780 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -1905248.625000 Penalty: 4812.971680
	Iteration 3F: 3 clusters Score -1905249 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -1905665.375000 Penalty: 4812.971680
	Iteration 4F: 3 clusters Score -1905665 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9024 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -1906045.750000 Penalty: 4812.971680
	Iteration 5Q: 3 clusters Score -1906046 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -1906400.750000 Penalty: 4812.971680
	Iteration 6Q: 3 clusters Score -1906401 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -1906695.625000 Penalty: 4812.971680
	Iteration 7Q: 3 clusters Score -1906696 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9931 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -1906955.000000 Penalty: 4812.971680
	Iteration 8Q: 3 clusters Score -1906955 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10300 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -1907169.125000 Penalty: 4812.971680
	Iteration 9Q: 3 clusters Score -1907169 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10708 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -1907389.000000 Penalty: 4812.971680
	Iteration 10Q: 3 clusters Score -1907389 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11129 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -1907606.375000 Penalty: 4812.971680
	Iteration 11Q: 3 clusters Score -1907606 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11570 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -1907826.375000 Penalty: 4812.971680
	Iteration 12Q: 3 clusters Score -1907826 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12015 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -1908048.250000 Penalty: 4812.971680
	Iteration 13Q: 3 clusters Score -1908048 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12480 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -1908291.250000 Penalty: 4812.971680
	Iteration 14Q: 3 clusters Score -1908291 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12965 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -1908550.375000 Penalty: 4812.971680
	Iteration 15Q: 3 clusters Score -1908550 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13404 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -1908797.500000 Penalty: 4812.971680
	Iteration 16Q: 3 clusters Score -1908798 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13825 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -1909051.750000 Penalty: 4812.971680
	Iteration 17Q: 3 clusters Score -1909052 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14224 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -1909282.750000 Penalty: 4812.971680
	Iteration 18Q: 3 clusters Score -1909283 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14547 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -1909474.875000 Penalty: 4812.971680
	Iteration 19Q: 3 clusters Score -1909475 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14804 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -1909630.375000 Penalty: 4812.971680
	Iteration 20F: 3 clusters Score -1909630 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15004 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -1909763.125000 Penalty: 4812.971680
	Iteration 21Q: 3 clusters Score -1909763 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15170 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -1909859.500000 Penalty: 4812.971680
	Iteration 22Q: 3 clusters Score -1909860 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15286 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -1909933.500000 Penalty: 4812.971680
	Iteration 23Q: 3 clusters Score -1909934 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15386 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -1909988.750000 Penalty: 4812.971680
	Iteration 24Q: 3 clusters Score -1909989 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15454 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -1910026.500000 Penalty: 4812.971680
	Iteration 25Q: 3 clusters Score -1910026 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15496 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -1910050.000000 Penalty: 4812.971680
	Iteration 26Q: 3 clusters Score -1910050 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15527 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -1910070.125000 Penalty: 4812.971680
	Iteration 27Q: 3 clusters Score -1910070 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15554 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -1910095.500000 Penalty: 4812.971680
	Iteration 28Q: 3 clusters Score -1910096 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15580 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -1910108.625000 Penalty: 4812.971680
	Iteration 29Q: 3 clusters Score -1910109 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15595 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -1910113.250000 Penalty: 4812.971680
	Iteration 30Q: 3 clusters Score -1910113 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15609 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -1910120.375000 Penalty: 4812.971680
	Iteration 31Q: 3 clusters Score -1910120 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15619 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -1910128.625000 Penalty: 4812.971680
	Iteration 32Q: 3 clusters Score -1910129 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15625 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -1910140.875000 Penalty: 4812.971680
	Iteration 33Q: 3 clusters Score -1910141 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15630 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1910143.500000 Penalty: 4812.971680
	Iteration 34Q: 3 clusters Score -1910144 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15637 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -1910147.625000 Penalty: 4812.971680
	Iteration 35Q: 3 clusters Score -1910148 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15641 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -1910152.875000 Penalty: 4812.971680
	Iteration 36Q: 3 clusters Score -1910153 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15646 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -1910149.625000 Penalty: 4812.971680
	Iteration 37Q: 3 clusters Score -1910150 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15651 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -1910156.750000 Penalty: 4812.971680
	Iteration 38Q: 3 clusters Score -1910157 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15654 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -1910157.875000 Penalty: 4812.971680
	Iteration 39Q: 3 clusters Score -1910158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15652 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1910158.625000 Penalty: 4812.971680
	Iteration 40F: 3 clusters Score -1910159 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Entering Unmasked Estep 
Score: -374510.093750 Penalty: 1984.668091
	Iteration 0F: 2 clusters Score -374510.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -371252.812500 Penalty: 3969.336182
	Iteration 0F: 3 clusters Score -371252.8 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -371924.156250 Penalty: 3969.336182
	Iteration 1F: 3 clusters Score -371924.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -372068.156250 Penalty: 3969.336182
	Iteration 2F: 3 clusters Score -372068.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -372160.312500 Penalty: 3969.336182
	Iteration 3Q: 3 clusters Score -372160.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -372220.437500 Penalty: 3969.336182
	Iteration 4Q: 3 clusters Score -372220.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -372263.968750 Penalty: 3969.336182
	Iteration 5Q: 3 clusters Score -372264 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -372302.093750 Penalty: 3969.336182
	Iteration 6Q: 3 clusters Score -372302.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -372341.250000 Penalty: 3969.336182
	Iteration 7Q: 3 clusters Score -372341.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -372379.406250 Penalty: 3969.336182
	Iteration 8Q: 3 clusters Score -372379.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -372414.687500 Penalty: 3969.336182
	Iteration 9Q: 3 clusters Score -372414.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -372453.562500 Penalty: 3969.336182
	Iteration 10Q: 3 clusters Score -372453.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -372492.187500 Penalty: 3969.336182
	Iteration 11Q: 3 clusters Score -372492.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -372527.843750 Penalty: 3969.336182
	Iteration 12Q: 3 clusters Score -372527.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -372548.937500 Penalty: 3969.336182
	Iteration 13Q: 3 clusters Score -372548.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -372568.625000 Penalty: 3969.336182
	Iteration 14Q: 3 clusters Score -372568.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -372595.468750 Penalty: 3969.336182
	Iteration 15Q: 3 clusters Score -372595.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -372617.687500 Penalty: 3969.336182
	Iteration 16Q: 3 clusters Score -372617.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -372642.093750 Penalty: 3969.336182
	Iteration 17Q: 3 clusters Score -372642.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -372663.156250 Penalty: 3969.336182
	Iteration 18Q: 3 clusters Score -372663.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -372678.406250 Penalty: 3969.336182
	Iteration 19Q: 3 clusters Score -372678.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -372695.000000 Penalty: 3969.336182
	Iteration 20F: 3 clusters Score -372695 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -372708.218750 Penalty: 3969.336182
	Iteration 21Q: 3 clusters Score -372708.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -372720.406250 Penalty: 3969.336182
	Iteration 22Q: 3 clusters Score -372720.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -372732.625000 Penalty: 3969.336182
	Iteration 23Q: 3 clusters Score -372732.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -372740.562500 Penalty: 3969.336182
	Iteration 24Q: 3 clusters Score -372740.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -372749.281250 Penalty: 3969.336182
	Iteration 25Q: 3 clusters Score -372749.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -372754.531250 Penalty: 3969.336182
	Iteration 26Q: 3 clusters Score -372754.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -372761.156250 Penalty: 3969.336182
	Iteration 27Q: 3 clusters Score -372761.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -372767.062500 Penalty: 3969.336182
	Iteration 28Q: 3 clusters Score -372767.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -372773.687500 Penalty: 3969.336182
	Iteration 29Q: 3 clusters Score -372773.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -372778.562500 Penalty: 3969.336182
	Iteration 30Q: 3 clusters Score -372778.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -372782.968750 Penalty: 3969.336182
	Iteration 31Q: 3 clusters Score -372783 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -372786.187500 Penalty: 3969.336182
	Iteration 32Q: 3 clusters Score -372786.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -372790.031250 Penalty: 3969.336182
	Iteration 33Q: 3 clusters Score -372790 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -372793.468750 Penalty: 3969.336182
	Iteration 34Q: 3 clusters Score -372793.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -372798.875000 Penalty: 3969.336182
	Iteration 35Q: 3 clusters Score -372798.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -372805.500000 Penalty: 3969.336182
	Iteration 36Q: 3 clusters Score -372805.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -372810.218750 Penalty: 3969.336182
	Iteration 37Q: 3 clusters Score -372810.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -372815.062500 Penalty: 3969.336182
	Iteration 38Q: 3 clusters Score -372815.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -372817.062500 Penalty: 3969.336182
	Iteration 39Q: 3 clusters Score -372817.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -372818.031250 Penalty: 3969.336182
	Iteration 40F: 3 clusters Score -372818 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -372818.843750 Penalty: 3969.336182
	Iteration 41Q: 3 clusters Score -372818.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -372819.437500 Penalty: 3969.336182
	Iteration 42Q: 3 clusters Score -372819.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -372822.156250 Penalty: 3969.336182
	Iteration 43Q: 3 clusters Score -372822.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -372824.187500 Penalty: 3969.336182
	Iteration 44Q: 3 clusters Score -372824.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -372825.000000 Penalty: 3969.336182
	Iteration 45Q: 3 clusters Score -372825 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -372825.625000 Penalty: 3969.336182
	Iteration 46Q: 3 clusters Score -372825.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -372826.343750 Penalty: 3969.336182
	Iteration 47Q: 3 clusters Score -372826.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -372826.343750 Penalty: 3969.336182
	Iteration 48F: 3 clusters Score -372826.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Entering Unmasked Estep 
Score: -321597.375000 Penalty: 1946.922241
	Iteration 0F: 2 clusters Score -321597.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -318606.937500 Penalty: 3893.844482
	Iteration 0F: 3 clusters Score -318606.9 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -319167.937500 Penalty: 3893.844482
	Iteration 1F: 3 clusters Score -319167.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -319291.156250 Penalty: 3893.844482
	Iteration 2F: 3 clusters Score -319291.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -319370.531250 Penalty: 3893.844482
	Iteration 3Q: 3 clusters Score -319370.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -319417.281250 Penalty: 3893.844482
	Iteration 4Q: 3 clusters Score -319417.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -319446.875000 Penalty: 3893.844482
	Iteration 5Q: 3 clusters Score -319446.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -319477.093750 Penalty: 3893.844482
	Iteration 6Q: 3 clusters Score -319477.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -319504.093750 Penalty: 3893.844482
	Iteration 7Q: 3 clusters Score -319504.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -319523.687500 Penalty: 3893.844482
	Iteration 8Q: 3 clusters Score -319523.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -319537.812500 Penalty: 3893.844482
	Iteration 9Q: 3 clusters Score -319537.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -319549.343750 Penalty: 3893.844482
	Iteration 10Q: 3 clusters Score -319549.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -319557.187500 Penalty: 3893.844482
	Iteration 11Q: 3 clusters Score -319557.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -319568.750000 Penalty: 3893.844482
	Iteration 12Q: 3 clusters Score -319568.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -319577.093750 Penalty: 3893.844482
	Iteration 13Q: 3 clusters Score -319577.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -319585.187500 Penalty: 3893.844482
	Iteration 14Q: 3 clusters Score -319585.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -319595.093750 Penalty: 3893.844482
	Iteration 15Q: 3 clusters Score -319595.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -319603.375000 Penalty: 3893.844482
	Iteration 16Q: 3 clusters Score -319603.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -319612.125000 Penalty: 3893.844482
	Iteration 17Q: 3 clusters Score -319612.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -319625.343750 Penalty: 3893.844482
	Iteration 18Q: 3 clusters Score -319625.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -319640.906250 Penalty: 3893.844482
	Iteration 19Q: 3 clusters Score -319640.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -319661.562500 Penalty: 3893.844482
	Iteration 20F: 3 clusters Score -319661.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -319680.468750 Penalty: 3893.844482
	Iteration 21Q: 3 clusters Score -319680.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -319697.625000 Penalty: 3893.844482
	Iteration 22Q: 3 clusters Score -319697.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -319717.625000 Penalty: 3893.844482
	Iteration 23Q: 3 clusters Score -319717.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -319729.187500 Penalty: 3893.844482
	Iteration 24Q: 3 clusters Score -319729.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -319742.875000 Penalty: 3893.844482
	Iteration 25Q: 3 clusters Score -319742.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -319752.781250 Penalty: 3893.844482
	Iteration 26Q: 3 clusters Score -319752.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -319762.718750 Penalty: 3893.844482
	Iteration 27Q: 3 clusters Score -319762.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -319767.062500 Penalty: 3893.844482
	Iteration 28Q: 3 clusters Score -319767.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -319773.687500 Penalty: 3893.844482
	Iteration 29Q: 3 clusters Score -319773.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -319786.937500 Penalty: 3893.844482
	Iteration 30Q: 3 clusters Score -319786.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -319800.187500 Penalty: 3893.844482
	Iteration 31Q: 3 clusters Score -319800.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -319814.156250 Penalty: 3893.844482
	Iteration 32Q: 3 clusters Score -319814.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -319826.343750 Penalty: 3893.844482
	Iteration 33Q: 3 clusters Score -319826.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -319840.750000 Penalty: 3893.844482
	Iteration 34Q: 3 clusters Score -319840.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -319850.562500 Penalty: 3893.844482
	Iteration 35Q: 3 clusters Score -319850.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -319857.187500 Penalty: 3893.844482
	Iteration 36Q: 3 clusters Score -319857.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -319861.625000 Penalty: 3893.844482
	Iteration 37Q: 3 clusters Score -319861.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -319869.812500 Penalty: 3893.844482
	Iteration 38Q: 3 clusters Score -319869.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -319874.968750 Penalty: 3893.844482
	Iteration 39Q: 3 clusters Score -319875 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -319879.968750 Penalty: 3893.844482
	Iteration 40F: 3 clusters Score -319880 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -319886.468750 Penalty: 3893.844482
	Iteration 41Q: 3 clusters Score -319886.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -319896.656250 Penalty: 3893.844482
	Iteration 42Q: 3 clusters Score -319896.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -319902.625000 Penalty: 3893.844482
	Iteration 43Q: 3 clusters Score -319902.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -319906.718750 Penalty: 3893.844482
	Iteration 44Q: 3 clusters Score -319906.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -319911.937500 Penalty: 3893.844482
	Iteration 45Q: 3 clusters Score -319911.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -319920.843750 Penalty: 3893.844482
	Iteration 46Q: 3 clusters Score -319920.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -319932.437500 Penalty: 3893.844482
	Iteration 47Q: 3 clusters Score -319932.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -319943.062500 Penalty: 3893.844482
	Iteration 48Q: 3 clusters Score -319943.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -319950.187500 Penalty: 3893.844482
	Iteration 49Q: 3 clusters Score -319950.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -319959.843750 Penalty: 3893.844482
	Iteration 50Q: 3 clusters Score -319959.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -319973.062500 Penalty: 3893.844482
	Iteration 51Q: 3 clusters Score -319973.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -319984.875000 Penalty: 3893.844482
	Iteration 52Q: 3 clusters Score -319984.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -319993.625000 Penalty: 3893.844482
	Iteration 53Q: 3 clusters Score -319993.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -320002.718750 Penalty: 3893.844482
	Iteration 54Q: 3 clusters Score -320002.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -320016.437500 Penalty: 3893.844482
	Iteration 55Q: 3 clusters Score -320016.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -320028.531250 Penalty: 3893.844482
	Iteration 56Q: 3 clusters Score -320028.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -320037.812500 Penalty: 3893.844482
	Iteration 57Q: 3 clusters Score -320037.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -320045.656250 Penalty: 3893.844482
	Iteration 58Q: 3 clusters Score -320045.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -320048.531250 Penalty: 3893.844482
	Iteration 59Q: 3 clusters Score -320048.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -320050.156250 Penalty: 3893.844482
	Iteration 60F: 3 clusters Score -320050.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -320050.437500 Penalty: 3893.844482
	Iteration 61Q: 3 clusters Score -320050.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -320051.781250 Penalty: 3893.844482
	Iteration 62Q: 3 clusters Score -320051.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -320052.593750 Penalty: 3893.844482
	Iteration 63Q: 3 clusters Score -320052.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -320052.843750 Penalty: 3893.844482
	Iteration 64Q: 3 clusters Score -320052.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -320054.093750 Penalty: 3893.844482
	Iteration 65Q: 3 clusters Score -320054.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -320054.562500 Penalty: 3893.844482
	Iteration 66Q: 3 clusters Score -320054.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -320054.562500 Penalty: 3893.844482
	Iteration 67F: 3 clusters Score -320054.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (18623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18623 members 
Entering Unmasked Estep 
Score: -2160455.500000 Penalty: 2438.373779
	Iteration 0F: 2 clusters Score -2160456 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -2147269.500000 Penalty: 4876.747559
	Iteration 0F: 3 clusters Score -2147270 nChanged 8141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -2151784.000000 Penalty: 4876.747559
	Iteration 1F: 3 clusters Score -2151784 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -2152494.000000 Penalty: 4876.747559
	Iteration 2F: 3 clusters Score -2152494 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10195 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -2153164.000000 Penalty: 4876.747559
	Iteration 3F: 3 clusters Score -2153164 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10442 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -2153777.500000 Penalty: 4876.747559
	Iteration 4F: 3 clusters Score -2153778 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10706 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -2154401.750000 Penalty: 4876.747559
	Iteration 5F: 3 clusters Score -2154402 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11016 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -2155072.750000 Penalty: 4876.747559
	Iteration 6F: 3 clusters Score -2155073 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11224 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -2155760.000000 Penalty: 4876.747559
	Iteration 7F: 3 clusters Score -2155760 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11428 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -2156436.250000 Penalty: 4876.747559
	Iteration 8Q: 3 clusters Score -2156436 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11606 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -2157035.000000 Penalty: 4876.747559
	Iteration 9Q: 3 clusters Score -2157035 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11739 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -2157514.000000 Penalty: 4876.747559
	Iteration 10Q: 3 clusters Score -2157514 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11828 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -2157822.000000 Penalty: 4876.747559
	Iteration 11Q: 3 clusters Score -2157822 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11900 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -2158053.250000 Penalty: 4876.747559
	Iteration 12Q: 3 clusters Score -2158053 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11917 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -2158219.750000 Penalty: 4876.747559
	Iteration 13Q: 3 clusters Score -2158220 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11972 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -2158328.250000 Penalty: 4876.747559
	Iteration 14Q: 3 clusters Score -2158328 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11976 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -2158432.000000 Penalty: 4876.747559
	Iteration 15Q: 3 clusters Score -2158432 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11957 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -2158482.500000 Penalty: 4876.747559
	Iteration 16Q: 3 clusters Score -2158482 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11935 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -2158531.250000 Penalty: 4876.747559
	Iteration 17Q: 3 clusters Score -2158531 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11910 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -2158564.000000 Penalty: 4876.747559
	Iteration 18Q: 3 clusters Score -2158564 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11869 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -2158602.000000 Penalty: 4876.747559
	Iteration 19Q: 3 clusters Score -2158602 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11823 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -2158615.000000 Penalty: 4876.747559
	Iteration 20F: 3 clusters Score -2158615 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11766 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -2158640.750000 Penalty: 4876.747559
	Iteration 21Q: 3 clusters Score -2158641 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11707 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -2158657.000000 Penalty: 4876.747559
	Iteration 22Q: 3 clusters Score -2158657 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11642 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -2158676.750000 Penalty: 4876.747559
	Iteration 23Q: 3 clusters Score -2158677 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11575 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -2158696.000000 Penalty: 4876.747559
	Iteration 24Q: 3 clusters Score -2158696 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11521 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -2158703.250000 Penalty: 4876.747559
	Iteration 25Q: 3 clusters Score -2158703 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11461 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -2158715.500000 Penalty: 4876.747559
	Iteration 26Q: 3 clusters Score -2158716 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11404 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -2158725.750000 Penalty: 4876.747559
	Iteration 27Q: 3 clusters Score -2158726 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11358 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -2158746.000000 Penalty: 4876.747559
	Iteration 28Q: 3 clusters Score -2158746 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11319 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -2158745.500000 Penalty: 4876.747559
	Iteration 29Q: 3 clusters Score -2158746 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11276 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -2158752.750000 Penalty: 4876.747559
	Iteration 30Q: 3 clusters Score -2158753 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11243 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -2158753.500000 Penalty: 4876.747559
	Iteration 31Q: 3 clusters Score -2158754 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11211 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -2158755.250000 Penalty: 4876.747559
	Iteration 32Q: 3 clusters Score -2158755 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11185 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -2158767.250000 Penalty: 4876.747559
	Iteration 33Q: 3 clusters Score -2158767 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11162 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -2158766.750000 Penalty: 4876.747559
	Iteration 34Q: 3 clusters Score -2158767 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11148 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -2158768.000000 Penalty: 4876.747559
	Iteration 35Q: 3 clusters Score -2158768 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11132 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -2158775.250000 Penalty: 4876.747559
	Iteration 36Q: 3 clusters Score -2158775 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11131 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -2158777.250000 Penalty: 4876.747559
	Iteration 37Q: 3 clusters Score -2158777 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11123 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -2158776.500000 Penalty: 4876.747559
	Iteration 38Q: 3 clusters Score -2158776 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11121 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -2158781.500000 Penalty: 4876.747559
	Iteration 39Q: 3 clusters Score -2158782 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11117 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -2158779.750000 Penalty: 4876.747559
	Iteration 40F: 3 clusters Score -2158780 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11113 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -2158777.500000 Penalty: 4876.747559
	Iteration 41Q: 3 clusters Score -2158778 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11109 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -2158780.000000 Penalty: 4876.747559
	Iteration 42Q: 3 clusters Score -2158780 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11111 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -2158777.500000 Penalty: 4876.747559
	Iteration 43Q: 3 clusters Score -2158778 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11113 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -2158779.750000 Penalty: 4876.747559
	Iteration 44Q: 3 clusters Score -2158780 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11113 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -2158779.750000 Penalty: 4876.747559
	Iteration 45F: 3 clusters Score -2158780 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Entering Unmasked Estep 
Score: -253539.031250 Penalty: 1893.075684
	Iteration 0F: 2 clusters Score -253539 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -250894.281250 Penalty: 3786.151367
	Iteration 0F: 3 clusters Score -250894.3 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -251417.687500 Penalty: 3786.151367
	Iteration 1F: 3 clusters Score -251417.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -251551.468750 Penalty: 3786.151367
	Iteration 2F: 3 clusters Score -251551.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -251621.640625 Penalty: 3786.151367
	Iteration 3Q: 3 clusters Score -251621.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -251681.000000 Penalty: 3786.151367
	Iteration 4Q: 3 clusters Score -251681 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -251729.812500 Penalty: 3786.151367
	Iteration 5Q: 3 clusters Score -251729.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -251773.500000 Penalty: 3786.151367
	Iteration 6Q: 3 clusters Score -251773.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -251807.812500 Penalty: 3786.151367
	Iteration 7Q: 3 clusters Score -251807.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -251842.937500 Penalty: 3786.151367
	Iteration 8Q: 3 clusters Score -251842.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -251870.250000 Penalty: 3786.151367
	Iteration 9Q: 3 clusters Score -251870.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -251895.468750 Penalty: 3786.151367
	Iteration 10Q: 3 clusters Score -251895.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -251904.218750 Penalty: 3786.151367
	Iteration 11Q: 3 clusters Score -251904.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -251909.515625 Penalty: 3786.151367
	Iteration 12Q: 3 clusters Score -251909.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -251914.250000 Penalty: 3786.151367
	Iteration 13Q: 3 clusters Score -251914.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -251916.109375 Penalty: 3786.151367
	Iteration 14Q: 3 clusters Score -251916.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -251918.625000 Penalty: 3786.151367
	Iteration 15Q: 3 clusters Score -251918.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -251923.843750 Penalty: 3786.151367
	Iteration 16Q: 3 clusters Score -251923.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -251930.562500 Penalty: 3786.151367
	Iteration 17Q: 3 clusters Score -251930.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -251941.796875 Penalty: 3786.151367
	Iteration 18Q: 3 clusters Score -251941.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -251952.312500 Penalty: 3786.151367
	Iteration 19Q: 3 clusters Score -251952.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -251959.046875 Penalty: 3786.151367
	Iteration 20F: 3 clusters Score -251959 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -251969.046875 Penalty: 3786.151367
	Iteration 21Q: 3 clusters Score -251969 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -251977.640625 Penalty: 3786.151367
	Iteration 22Q: 3 clusters Score -251977.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -251989.500000 Penalty: 3786.151367
	Iteration 23Q: 3 clusters Score -251989.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -252003.750000 Penalty: 3786.151367
	Iteration 24Q: 3 clusters Score -252003.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -252012.687500 Penalty: 3786.151367
	Iteration 25Q: 3 clusters Score -252012.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -252018.078125 Penalty: 3786.151367
	Iteration 26Q: 3 clusters Score -252018.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -252022.609375 Penalty: 3786.151367
	Iteration 27Q: 3 clusters Score -252022.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -252026.500000 Penalty: 3786.151367
	Iteration 28Q: 3 clusters Score -252026.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -252031.437500 Penalty: 3786.151367
	Iteration 29Q: 3 clusters Score -252031.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -252036.328125 Penalty: 3786.151367
	Iteration 30Q: 3 clusters Score -252036.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -252043.984375 Penalty: 3786.151367
	Iteration 31Q: 3 clusters Score -252044 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -252050.875000 Penalty: 3786.151367
	Iteration 32Q: 3 clusters Score -252050.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -252060.359375 Penalty: 3786.151367
	Iteration 33Q: 3 clusters Score -252060.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -252069.953125 Penalty: 3786.151367
	Iteration 34Q: 3 clusters Score -252070 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -252075.937500 Penalty: 3786.151367
	Iteration 35Q: 3 clusters Score -252075.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -252079.640625 Penalty: 3786.151367
	Iteration 36Q: 3 clusters Score -252079.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -252082.687500 Penalty: 3786.151367
	Iteration 37Q: 3 clusters Score -252082.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -252087.187500 Penalty: 3786.151367
	Iteration 38Q: 3 clusters Score -252087.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -252088.890625 Penalty: 3786.151367
	Iteration 39Q: 3 clusters Score -252088.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -252088.890625 Penalty: 3786.151367
	Iteration 40F: 3 clusters Score -252088.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (22020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22020 members 
Entering Unmasked Estep 
Score: -2914209.250000 Penalty: 2479.927246
	Iteration 0F: 2 clusters Score -2914209 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11059 members 
Mstep: Class 2 contains 10961 members 
Entering Unmasked Estep 
Score: -2898704.750000 Penalty: 4959.854492
	Iteration 0F: 3 clusters Score -2898705 nChanged 9792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11075 members 
Mstep: Class 2 contains 10945 members 
Entering Unmasked Estep 
Score: -2904021.000000 Penalty: 4959.854492
	Iteration 1F: 3 clusters Score -2904021 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11010 members 
Mstep: Class 2 contains 11010 members 
Entering Unmasked Estep 
Score: -2904397.750000 Penalty: 4959.854492
	Iteration 2Q: 3 clusters Score -2904398 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10922 members 
Mstep: Class 2 contains 11098 members 
Entering Unmasked Estep 
Score: -2904714.000000 Penalty: 4959.854492
	Iteration 3Q: 3 clusters Score -2904714 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10757 members 
Mstep: Class 2 contains 11263 members 
Entering Unmasked Estep 
Score: -2905008.000000 Penalty: 4959.854492
	Iteration 4Q: 3 clusters Score -2905008 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10548 members 
Mstep: Class 2 contains 11472 members 
Entering Unmasked Estep 
Score: -2905278.250000 Penalty: 4959.854492
	Iteration 5Q: 3 clusters Score -2905278 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10316 members 
Mstep: Class 2 contains 11704 members 
Entering Unmasked Estep 
Score: -2905625.500000 Penalty: 4959.854492
	Iteration 6Q: 3 clusters Score -2905626 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 11988 members 
Entering Unmasked Estep 
Score: -2906012.500000 Penalty: 4959.854492
	Iteration 7Q: 3 clusters Score -2906012 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 12361 members 
Entering Unmasked Estep 
Score: -2906496.750000 Penalty: 4959.854492
	Iteration 8Q: 3 clusters Score -2906497 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 12783 members 
Entering Unmasked Estep 
Score: -2907156.250000 Penalty: 4959.854492
	Iteration 9Q: 3 clusters Score -2907156 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 13213 members 
Entering Unmasked Estep 
Score: -2907930.250000 Penalty: 4959.854492
	Iteration 10F: 3 clusters Score -2907930 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 13646 members 
Entering Unmasked Estep 
Score: -2908824.750000 Penalty: 4959.854492
	Iteration 11F: 3 clusters Score -2908825 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 14012 members 
Entering Unmasked Estep 
Score: -2909629.500000 Penalty: 4959.854492
	Iteration 12F: 3 clusters Score -2909630 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 14266 members 
Entering Unmasked Estep 
Score: -2910122.000000 Penalty: 4959.854492
	Iteration 13Q: 3 clusters Score -2910122 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 14485 members 
Entering Unmasked Estep 
Score: -2910351.250000 Penalty: 4959.854492
	Iteration 14Q: 3 clusters Score -2910351 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 14672 members 
Entering Unmasked Estep 
Score: -2910491.250000 Penalty: 4959.854492
	Iteration 15Q: 3 clusters Score -2910491 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 14866 members 
Entering Unmasked Estep 
Score: -2910601.500000 Penalty: 4959.854492
	Iteration 16Q: 3 clusters Score -2910602 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 15025 members 
Entering Unmasked Estep 
Score: -2910656.000000 Penalty: 4959.854492
	Iteration 17Q: 3 clusters Score -2910656 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 15151 members 
Entering Unmasked Estep 
Score: -2910687.750000 Penalty: 4959.854492
	Iteration 18Q: 3 clusters Score -2910688 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 15256 members 
Entering Unmasked Estep 
Score: -2910733.250000 Penalty: 4959.854492
	Iteration 19Q: 3 clusters Score -2910733 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 15352 members 
Entering Unmasked Estep 
Score: -2910759.250000 Penalty: 4959.854492
	Iteration 20F: 3 clusters Score -2910759 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 15437 members 
Entering Unmasked Estep 
Score: -2910786.000000 Penalty: 4959.854492
	Iteration 21Q: 3 clusters Score -2910786 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 15517 members 
Entering Unmasked Estep 
Score: -2910812.500000 Penalty: 4959.854492
	Iteration 22Q: 3 clusters Score -2910812 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 15600 members 
Entering Unmasked Estep 
Score: -2910820.750000 Penalty: 4959.854492
	Iteration 23Q: 3 clusters Score -2910821 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 15666 members 
Entering Unmasked Estep 
Score: -2910839.250000 Penalty: 4959.854492
	Iteration 24Q: 3 clusters Score -2910839 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 15743 members 
Entering Unmasked Estep 
Score: -2910849.000000 Penalty: 4959.854492
	Iteration 25Q: 3 clusters Score -2910849 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 15806 members 
Entering Unmasked Estep 
Score: -2910856.000000 Penalty: 4959.854492
	Iteration 26Q: 3 clusters Score -2910856 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 15881 members 
Entering Unmasked Estep 
Score: -2910873.000000 Penalty: 4959.854492
	Iteration 27Q: 3 clusters Score -2910873 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 15950 members 
Entering Unmasked Estep 
Score: -2910877.250000 Penalty: 4959.854492
	Iteration 28Q: 3 clusters Score -2910877 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 16014 members 
Entering Unmasked Estep 
Score: -2910899.250000 Penalty: 4959.854492
	Iteration 29Q: 3 clusters Score -2910899 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 16075 members 
Entering Unmasked Estep 
Score: -2910924.000000 Penalty: 4959.854492
	Iteration 30Q: 3 clusters Score -2910924 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 16142 members 
Entering Unmasked Estep 
Score: -2910935.750000 Penalty: 4959.854492
	Iteration 31Q: 3 clusters Score -2910936 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 16220 members 
Entering Unmasked Estep 
Score: -2910952.500000 Penalty: 4959.854492
	Iteration 32Q: 3 clusters Score -2910952 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 16295 members 
Entering Unmasked Estep 
Score: -2910972.000000 Penalty: 4959.854492
	Iteration 33Q: 3 clusters Score -2910972 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 16371 members 
Entering Unmasked Estep 
Score: -2910987.500000 Penalty: 4959.854492
	Iteration 34Q: 3 clusters Score -2910988 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 16439 members 
Entering Unmasked Estep 
Score: -2911005.000000 Penalty: 4959.854492
	Iteration 35Q: 3 clusters Score -2911005 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 16514 members 
Entering Unmasked Estep 
Score: -2911015.000000 Penalty: 4959.854492
	Iteration 36Q: 3 clusters Score -2911015 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 16584 members 
Entering Unmasked Estep 
Score: -2911020.000000 Penalty: 4959.854492
	Iteration 37Q: 3 clusters Score -2911020 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 16645 members 
Entering Unmasked Estep 
Score: -2911033.750000 Penalty: 4959.854492
	Iteration 38Q: 3 clusters Score -2911034 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 16713 members 
Entering Unmasked Estep 
Score: -2911044.500000 Penalty: 4959.854492
	Iteration 39Q: 3 clusters Score -2911044 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 16781 members 
Entering Unmasked Estep 
Score: -2911045.750000 Penalty: 4959.854492
	Iteration 40F: 3 clusters Score -2911046 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 16849 members 
Entering Unmasked Estep 
Score: -2911062.250000 Penalty: 4959.854492
	Iteration 41Q: 3 clusters Score -2911062 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 16922 members 
Entering Unmasked Estep 
Score: -2911077.250000 Penalty: 4959.854492
	Iteration 42Q: 3 clusters Score -2911077 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 16997 members 
Entering Unmasked Estep 
Score: -2911094.500000 Penalty: 4959.854492
	Iteration 43Q: 3 clusters Score -2911094 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 17072 members 
Entering Unmasked Estep 
Score: -2911109.500000 Penalty: 4959.854492
	Iteration 44Q: 3 clusters Score -2911110 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 17135 members 
Entering Unmasked Estep 
Score: -2911116.250000 Penalty: 4959.854492
	Iteration 45Q: 3 clusters Score -2911116 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 17194 members 
Entering Unmasked Estep 
Score: -2911113.000000 Penalty: 4959.854492
	Iteration 46Q: 3 clusters Score -2911113 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 17242 members 
Entering Unmasked Estep 
Score: -2911123.250000 Penalty: 4959.854492
	Iteration 47Q: 3 clusters Score -2911123 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 17286 members 
Entering Unmasked Estep 
Score: -2911129.500000 Penalty: 4959.854492
	Iteration 48Q: 3 clusters Score -2911130 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 17332 members 
Entering Unmasked Estep 
Score: -2911138.500000 Penalty: 4959.854492
	Iteration 49Q: 3 clusters Score -2911138 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 17388 members 
Entering Unmasked Estep 
Score: -2911152.000000 Penalty: 4959.854492
	Iteration 50Q: 3 clusters Score -2911152 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 17444 members 
Entering Unmasked Estep 
Score: -2911157.000000 Penalty: 4959.854492
	Iteration 51Q: 3 clusters Score -2911157 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 17483 members 
Entering Unmasked Estep 
Score: -2911164.000000 Penalty: 4959.854492
	Iteration 52Q: 3 clusters Score -2911164 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 17523 members 
Entering Unmasked Estep 
Score: -2911164.500000 Penalty: 4959.854492
	Iteration 53Q: 3 clusters Score -2911164 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 17562 members 
Entering Unmasked Estep 
Score: -2911180.500000 Penalty: 4959.854492
	Iteration 54Q: 3 clusters Score -2911180 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 17609 members 
Entering Unmasked Estep 
Score: -2911184.000000 Penalty: 4959.854492
	Iteration 55Q: 3 clusters Score -2911184 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 17656 members 
Entering Unmasked Estep 
Score: -2911192.250000 Penalty: 4959.854492
	Iteration 56Q: 3 clusters Score -2911192 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 17700 members 
Entering Unmasked Estep 
Score: -2911190.500000 Penalty: 4959.854492
	Iteration 57Q: 3 clusters Score -2911190 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 17732 members 
Entering Unmasked Estep 
Score: -2911196.000000 Penalty: 4959.854492
	Iteration 58Q: 3 clusters Score -2911196 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 17764 members 
Entering Unmasked Estep 
Score: -2911201.250000 Penalty: 4959.854492
	Iteration 59Q: 3 clusters Score -2911201 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 17794 members 
Entering Unmasked Estep 
Score: -2911200.000000 Penalty: 4959.854492
	Iteration 60F: 3 clusters Score -2911200 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 17831 members 
Entering Unmasked Estep 
Score: -2911206.750000 Penalty: 4959.854492
	Iteration 61Q: 3 clusters Score -2911207 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 17864 members 
Entering Unmasked Estep 
Score: -2911210.000000 Penalty: 4959.854492
	Iteration 62Q: 3 clusters Score -2911210 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 17888 members 
Entering Unmasked Estep 
Score: -2911222.000000 Penalty: 4959.854492
	Iteration 63Q: 3 clusters Score -2911222 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 17914 members 
Entering Unmasked Estep 
Score: -2911221.500000 Penalty: 4959.854492
	Iteration 64Q: 3 clusters Score -2911222 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 17941 members 
Entering Unmasked Estep 
Score: -2911231.500000 Penalty: 4959.854492
	Iteration 65Q: 3 clusters Score -2911232 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 17971 members 
Entering Unmasked Estep 
Score: -2911233.750000 Penalty: 4959.854492
	Iteration 66Q: 3 clusters Score -2911234 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 18004 members 
Entering Unmasked Estep 
Score: -2911242.000000 Penalty: 4959.854492
	Iteration 67Q: 3 clusters Score -2911242 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 18039 members 
Entering Unmasked Estep 
Score: -2911257.000000 Penalty: 4959.854492
	Iteration 68Q: 3 clusters Score -2911257 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 18084 members 
Entering Unmasked Estep 
Score: -2911263.500000 Penalty: 4959.854492
	Iteration 69Q: 3 clusters Score -2911264 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 18121 members 
Entering Unmasked Estep 
Score: -2911269.250000 Penalty: 4959.854492
	Iteration 70Q: 3 clusters Score -2911269 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 18170 members 
Entering Unmasked Estep 
Score: -2911279.750000 Penalty: 4959.854492
	Iteration 71Q: 3 clusters Score -2911280 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 18233 members 
Entering Unmasked Estep 
Score: -2911291.500000 Penalty: 4959.854492
	Iteration 72Q: 3 clusters Score -2911292 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 18293 members 
Entering Unmasked Estep 
Score: -2911313.500000 Penalty: 4959.854492
	Iteration 73Q: 3 clusters Score -2911314 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 18353 members 
Entering Unmasked Estep 
Score: -2911323.500000 Penalty: 4959.854492
	Iteration 74Q: 3 clusters Score -2911324 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 18417 members 
Entering Unmasked Estep 
Score: -2911338.250000 Penalty: 4959.854492
	Iteration 75Q: 3 clusters Score -2911338 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 18482 members 
Entering Unmasked Estep 
Score: -2911345.750000 Penalty: 4959.854492
	Iteration 76Q: 3 clusters Score -2911346 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 18559 members 
Entering Unmasked Estep 
Score: -2911372.250000 Penalty: 4959.854492
	Iteration 77Q: 3 clusters Score -2911372 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 18634 members 
Entering Unmasked Estep 
Score: -2911385.750000 Penalty: 4959.854492
	Iteration 78Q: 3 clusters Score -2911386 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 18703 members 
Entering Unmasked Estep 
Score: -2911408.000000 Penalty: 4959.854492
	Iteration 79Q: 3 clusters Score -2911408 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 18768 members 
Entering Unmasked Estep 
Score: -2911428.500000 Penalty: 4959.854492
	Iteration 80F: 3 clusters Score -2911428 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 18840 members 
Entering Unmasked Estep 
Score: -2911445.000000 Penalty: 4959.854492
	Iteration 81Q: 3 clusters Score -2911445 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 18904 members 
Entering Unmasked Estep 
Score: -2911460.500000 Penalty: 4959.854492
	Iteration 82Q: 3 clusters Score -2911460 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 18964 members 
Entering Unmasked Estep 
Score: -2911474.250000 Penalty: 4959.854492
	Iteration 83Q: 3 clusters Score -2911474 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 19028 members 
Entering Unmasked Estep 
Score: -2911490.000000 Penalty: 4959.854492
	Iteration 84Q: 3 clusters Score -2911490 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 19095 members 
Entering Unmasked Estep 
Score: -2911501.500000 Penalty: 4959.854492
	Iteration 85Q: 3 clusters Score -2911502 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 19159 members 
Entering Unmasked Estep 
Score: -2911532.750000 Penalty: 4959.854492
	Iteration 86Q: 3 clusters Score -2911533 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 19216 members 
Entering Unmasked Estep 
Score: -2911537.750000 Penalty: 4959.854492
	Iteration 87Q: 3 clusters Score -2911538 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 19268 members 
Entering Unmasked Estep 
Score: -2911553.500000 Penalty: 4959.854492
	Iteration 88Q: 3 clusters Score -2911554 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 19318 members 
Entering Unmasked Estep 
Score: -2911560.000000 Penalty: 4959.854492
	Iteration 89Q: 3 clusters Score -2911560 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 19371 members 
Entering Unmasked Estep 
Score: -2911589.000000 Penalty: 4959.854492
	Iteration 90Q: 3 clusters Score -2911589 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 19419 members 
Entering Unmasked Estep 
Score: -2911593.750000 Penalty: 4959.854492
	Iteration 91Q: 3 clusters Score -2911594 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 19467 members 
Entering Unmasked Estep 
Score: -2911610.500000 Penalty: 4959.854492
	Iteration 92Q: 3 clusters Score -2911610 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 19519 members 
Entering Unmasked Estep 
Score: -2911624.750000 Penalty: 4959.854492
	Iteration 93Q: 3 clusters Score -2911625 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 19557 members 
Entering Unmasked Estep 
Score: -2911626.750000 Penalty: 4959.854492
	Iteration 94Q: 3 clusters Score -2911627 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 19590 members 
Entering Unmasked Estep 
Score: -2911630.000000 Penalty: 4959.854492
	Iteration 95Q: 3 clusters Score -2911630 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 19624 members 
Entering Unmasked Estep 
Score: -2911645.250000 Penalty: 4959.854492
	Iteration 96Q: 3 clusters Score -2911645 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 19655 members 
Entering Unmasked Estep 
Score: -2911647.500000 Penalty: 4959.854492
	Iteration 97Q: 3 clusters Score -2911648 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 19691 members 
Entering Unmasked Estep 
Score: -2911669.250000 Penalty: 4959.854492
	Iteration 98Q: 3 clusters Score -2911669 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 19735 members 
Entering Unmasked Estep 
Score: -2911674.500000 Penalty: 4959.854492
	Iteration 99Q: 3 clusters Score -2911674 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 19776 members 
Entering Unmasked Estep 
Score: -2911683.750000 Penalty: 4959.854492
	Iteration 100F: 3 clusters Score -2911684 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 19808 members 
Entering Unmasked Estep 
Score: -2911694.750000 Penalty: 4959.854492
	Iteration 101Q: 3 clusters Score -2911695 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 19847 members 
Entering Unmasked Estep 
Score: -2911705.500000 Penalty: 4959.854492
	Iteration 102Q: 3 clusters Score -2911706 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 19874 members 
Entering Unmasked Estep 
Score: -2911710.250000 Penalty: 4959.854492
	Iteration 103Q: 3 clusters Score -2911710 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 19899 members 
Entering Unmasked Estep 
Score: -2911711.500000 Penalty: 4959.854492
	Iteration 104Q: 3 clusters Score -2911712 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 19934 members 
Entering Unmasked Estep 
Score: -2911725.500000 Penalty: 4959.854492
	Iteration 105Q: 3 clusters Score -2911726 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 19964 members 
Entering Unmasked Estep 
Score: -2911726.750000 Penalty: 4959.854492
	Iteration 106Q: 3 clusters Score -2911727 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 19987 members 
Entering Unmasked Estep 
Score: -2911737.000000 Penalty: 4959.854492
	Iteration 107Q: 3 clusters Score -2911737 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 20015 members 
Entering Unmasked Estep 
Score: -2911741.250000 Penalty: 4959.854492
	Iteration 108Q: 3 clusters Score -2911741 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 20043 members 
Entering Unmasked Estep 
Score: -2911743.500000 Penalty: 4959.854492
	Iteration 109Q: 3 clusters Score -2911744 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 20070 members 
Entering Unmasked Estep 
Score: -2911747.500000 Penalty: 4959.854492
	Iteration 110Q: 3 clusters Score -2911748 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 20096 members 
Entering Unmasked Estep 
Score: -2911759.250000 Penalty: 4959.854492
	Iteration 111Q: 3 clusters Score -2911759 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 20117 members 
Entering Unmasked Estep 
Score: -2911764.750000 Penalty: 4959.854492
	Iteration 112Q: 3 clusters Score -2911765 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 20136 members 
Entering Unmasked Estep 
Score: -2911769.500000 Penalty: 4959.854492
	Iteration 113Q: 3 clusters Score -2911770 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 20154 members 
Entering Unmasked Estep 
Score: -2911778.000000 Penalty: 4959.854492
	Iteration 114Q: 3 clusters Score -2911778 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 20172 members 
Entering Unmasked Estep 
Score: -2911778.500000 Penalty: 4959.854492
	Iteration 115Q: 3 clusters Score -2911778 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 20188 members 
Entering Unmasked Estep 
Score: -2911783.750000 Penalty: 4959.854492
	Iteration 116Q: 3 clusters Score -2911784 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 20208 members 
Entering Unmasked Estep 
Score: -2911781.750000 Penalty: 4959.854492
	Iteration 117Q: 3 clusters Score -2911782 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 20221 members 
Entering Unmasked Estep 
Score: -2911782.500000 Penalty: 4959.854492
	Iteration 118Q: 3 clusters Score -2911782 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 20234 members 
Entering Unmasked Estep 
Score: -2911788.500000 Penalty: 4959.854492
	Iteration 119Q: 3 clusters Score -2911788 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 20245 members 
Entering Unmasked Estep 
Score: -2911793.250000 Penalty: 4959.854492
	Iteration 120F: 3 clusters Score -2911793 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 20251 members 
Entering Unmasked Estep 
Score: -2911794.750000 Penalty: 4959.854492
	Iteration 121Q: 3 clusters Score -2911795 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 20264 members 
Entering Unmasked Estep 
Score: -2911799.250000 Penalty: 4959.854492
	Iteration 122Q: 3 clusters Score -2911799 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 20280 members 
Entering Unmasked Estep 
Score: -2911797.750000 Penalty: 4959.854492
	Iteration 123Q: 3 clusters Score -2911798 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 20297 members 
Entering Unmasked Estep 
Score: -2911805.000000 Penalty: 4959.854492
	Iteration 124Q: 3 clusters Score -2911805 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 20314 members 
Entering Unmasked Estep 
Score: -2911813.000000 Penalty: 4959.854492
	Iteration 125Q: 3 clusters Score -2911813 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 20324 members 
Entering Unmasked Estep 
Score: -2911816.000000 Penalty: 4959.854492
	Iteration 126Q: 3 clusters Score -2911816 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 20334 members 
Entering Unmasked Estep 
Score: -2911818.000000 Penalty: 4959.854492
	Iteration 127Q: 3 clusters Score -2911818 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 20340 members 
Entering Unmasked Estep 
Score: -2911821.500000 Penalty: 4959.854492
	Iteration 128Q: 3 clusters Score -2911822 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 20344 members 
Entering Unmasked Estep 
Score: -2911820.750000 Penalty: 4959.854492
	Iteration 129Q: 3 clusters Score -2911821 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 20348 members 
Entering Unmasked Estep 
Score: -2911823.500000 Penalty: 4959.854492
	Iteration 130Q: 3 clusters Score -2911824 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 20352 members 
Entering Unmasked Estep 
Score: -2911820.500000 Penalty: 4959.854492
	Iteration 131Q: 3 clusters Score -2911820 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 20354 members 
Entering Unmasked Estep 
Score: -2911820.500000 Penalty: 4959.854492
	Iteration 132Q: 3 clusters Score -2911820 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 20355 members 
Entering Unmasked Estep 
Score: -2911820.500000 Penalty: 4959.854492
	Iteration 133Q: 3 clusters Score -2911820 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 20357 members 
Entering Unmasked Estep 
Score: -2911819.500000 Penalty: 4959.854492
	Iteration 134Q: 3 clusters Score -2911820 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 20358 members 
Entering Unmasked Estep 
Score: -2911821.750000 Penalty: 4959.854492
	Iteration 135Q: 3 clusters Score -2911822 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 20358 members 
Entering Unmasked Estep 
Score: -2911821.750000 Penalty: 4959.854492
	Iteration 136F: 3 clusters Score -2911822 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (6160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Entering Unmasked Estep 
Score: -778455.625000 Penalty: 2164.006348
	Iteration 0F: 2 clusters Score -778455.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -773210.375000 Penalty: 4328.012695
	Iteration 0F: 3 clusters Score -773210.4 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -774527.437500 Penalty: 4328.012695
	Iteration 1F: 3 clusters Score -774527.4 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -774769.625000 Penalty: 4328.012695
	Iteration 2F: 3 clusters Score -774769.6 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -774927.312500 Penalty: 4328.012695
	Iteration 3F: 3 clusters Score -774927.3 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -775039.250000 Penalty: 4328.012695
	Iteration 4Q: 3 clusters Score -775039.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -775134.687500 Penalty: 4328.012695
	Iteration 5Q: 3 clusters Score -775134.7 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -775242.812500 Penalty: 4328.012695
	Iteration 6Q: 3 clusters Score -775242.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -775350.125000 Penalty: 4328.012695
	Iteration 7Q: 3 clusters Score -775350.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -775482.375000 Penalty: 4328.012695
	Iteration 8Q: 3 clusters Score -775482.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -775609.437500 Penalty: 4328.012695
	Iteration 9Q: 3 clusters Score -775609.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -775739.750000 Penalty: 4328.012695
	Iteration 10Q: 3 clusters Score -775739.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -775863.125000 Penalty: 4328.012695
	Iteration 11Q: 3 clusters Score -775863.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -776005.000000 Penalty: 4328.012695
	Iteration 12Q: 3 clusters Score -776005 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -776142.500000 Penalty: 4328.012695
	Iteration 13Q: 3 clusters Score -776142.5 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -776265.812500 Penalty: 4328.012695
	Iteration 14Q: 3 clusters Score -776265.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -776375.937500 Penalty: 4328.012695
	Iteration 15Q: 3 clusters Score -776375.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -776477.437500 Penalty: 4328.012695
	Iteration 16Q: 3 clusters Score -776477.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -776573.312500 Penalty: 4328.012695
	Iteration 17Q: 3 clusters Score -776573.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -776671.312500 Penalty: 4328.012695
	Iteration 18Q: 3 clusters Score -776671.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -776772.937500 Penalty: 4328.012695
	Iteration 19Q: 3 clusters Score -776772.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -776870.875000 Penalty: 4328.012695
	Iteration 20F: 3 clusters Score -776870.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -776942.937500 Penalty: 4328.012695
	Iteration 21Q: 3 clusters Score -776942.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -776990.875000 Penalty: 4328.012695
	Iteration 22Q: 3 clusters Score -776990.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -777026.875000 Penalty: 4328.012695
	Iteration 23Q: 3 clusters Score -777026.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -777052.812500 Penalty: 4328.012695
	Iteration 24Q: 3 clusters Score -777052.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -777071.500000 Penalty: 4328.012695
	Iteration 25Q: 3 clusters Score -777071.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -777079.062500 Penalty: 4328.012695
	Iteration 26Q: 3 clusters Score -777079.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -777085.562500 Penalty: 4328.012695
	Iteration 27Q: 3 clusters Score -777085.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -777090.875000 Penalty: 4328.012695
	Iteration 28Q: 3 clusters Score -777090.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -777095.000000 Penalty: 4328.012695
	Iteration 29Q: 3 clusters Score -777095 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -777100.625000 Penalty: 4328.012695
	Iteration 30Q: 3 clusters Score -777100.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -777102.687500 Penalty: 4328.012695
	Iteration 31Q: 3 clusters Score -777102.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -777103.750000 Penalty: 4328.012695
	Iteration 32Q: 3 clusters Score -777103.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -777103.187500 Penalty: 4328.012695
	Iteration 33Q: 3 clusters Score -777103.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -777105.437500 Penalty: 4328.012695
	Iteration 34Q: 3 clusters Score -777105.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -777107.312500 Penalty: 4328.012695
	Iteration 35Q: 3 clusters Score -777107.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -777106.500000 Penalty: 4328.012695
	Iteration 36Q: 3 clusters Score -777106.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -777107.625000 Penalty: 4328.012695
	Iteration 37Q: 3 clusters Score -777107.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -777109.437500 Penalty: 4328.012695
	Iteration 38Q: 3 clusters Score -777109.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -777110.062500 Penalty: 4328.012695
	Iteration 39Q: 3 clusters Score -777110.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -777110.187500 Penalty: 4328.012695
	Iteration 40F: 3 clusters Score -777110.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -777109.500000 Penalty: 4328.012695
	Iteration 41Q: 3 clusters Score -777109.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -777109.500000 Penalty: 4328.012695
	Iteration 42F: 3 clusters Score -777109.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (4155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Entering Unmasked Estep 
Score: -746021.687500 Penalty: 2066.352783
	Iteration 0F: 2 clusters Score -746021.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -742065.875000 Penalty: 4132.705566
	Iteration 0F: 3 clusters Score -742065.9 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -743032.500000 Penalty: 4132.705566
	Iteration 1F: 3 clusters Score -743032.5 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -743264.937500 Penalty: 4132.705566
	Iteration 2F: 3 clusters Score -743264.9 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -743448.250000 Penalty: 4132.705566
	Iteration 3F: 3 clusters Score -743448.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -743645.312500 Penalty: 4132.705566
	Iteration 4Q: 3 clusters Score -743645.3 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -743882.187500 Penalty: 4132.705566
	Iteration 5Q: 3 clusters Score -743882.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -744116.312500 Penalty: 4132.705566
	Iteration 6Q: 3 clusters Score -744116.3 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -744310.937500 Penalty: 4132.705566
	Iteration 7Q: 3 clusters Score -744310.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -744435.562500 Penalty: 4132.705566
	Iteration 8Q: 3 clusters Score -744435.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -744517.812500 Penalty: 4132.705566
	Iteration 9Q: 3 clusters Score -744517.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -744585.125000 Penalty: 4132.705566
	Iteration 10Q: 3 clusters Score -744585.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -744643.187500 Penalty: 4132.705566
	Iteration 11Q: 3 clusters Score -744643.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -744708.687500 Penalty: 4132.705566
	Iteration 12Q: 3 clusters Score -744708.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -744780.250000 Penalty: 4132.705566
	Iteration 13Q: 3 clusters Score -744780.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -744847.625000 Penalty: 4132.705566
	Iteration 14Q: 3 clusters Score -744847.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -744907.250000 Penalty: 4132.705566
	Iteration 15Q: 3 clusters Score -744907.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -744964.625000 Penalty: 4132.705566
	Iteration 16Q: 3 clusters Score -744964.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -745018.937500 Penalty: 4132.705566
	Iteration 17Q: 3 clusters Score -745018.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -745067.062500 Penalty: 4132.705566
	Iteration 18Q: 3 clusters Score -745067.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -745116.562500 Penalty: 4132.705566
	Iteration 19Q: 3 clusters Score -745116.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -745157.937500 Penalty: 4132.705566
	Iteration 20F: 3 clusters Score -745157.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -745201.062500 Penalty: 4132.705566
	Iteration 21Q: 3 clusters Score -745201.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -745230.562500 Penalty: 4132.705566
	Iteration 22Q: 3 clusters Score -745230.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -745249.250000 Penalty: 4132.705566
	Iteration 23Q: 3 clusters Score -745249.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -745266.812500 Penalty: 4132.705566
	Iteration 24Q: 3 clusters Score -745266.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -745278.937500 Penalty: 4132.705566
	Iteration 25Q: 3 clusters Score -745278.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -745289.937500 Penalty: 4132.705566
	Iteration 26Q: 3 clusters Score -745289.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -745296.000000 Penalty: 4132.705566
	Iteration 27Q: 3 clusters Score -745296 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -745302.062500 Penalty: 4132.705566
	Iteration 28Q: 3 clusters Score -745302.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -745309.875000 Penalty: 4132.705566
	Iteration 29Q: 3 clusters Score -745309.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -745314.625000 Penalty: 4132.705566
	Iteration 30Q: 3 clusters Score -745314.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -745321.187500 Penalty: 4132.705566
	Iteration 31Q: 3 clusters Score -745321.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -745323.000000 Penalty: 4132.705566
	Iteration 32Q: 3 clusters Score -745323 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -745325.687500 Penalty: 4132.705566
	Iteration 33Q: 3 clusters Score -745325.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -745327.562500 Penalty: 4132.705566
	Iteration 34Q: 3 clusters Score -745327.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -745327.562500 Penalty: 4132.705566
	Iteration 35F: 3 clusters Score -745327.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (37334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37334 members 
Entering Unmasked Estep 
Score: -4859802.500000 Penalty: 2610.859619
	Iteration 0F: 2 clusters Score -4859802 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18530 members 
Mstep: Class 2 contains 18804 members 
Entering Unmasked Estep 
Score: -4834648.500000 Penalty: 5221.719238
	Iteration 0F: 3 clusters Score -4834648 nChanged 16918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18024 members 
Mstep: Class 2 contains 19310 members 
Entering Unmasked Estep 
Score: -4843933.500000 Penalty: 5221.719238
	Iteration 1F: 3 clusters Score -4843934 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17561 members 
Mstep: Class 2 contains 19773 members 
Entering Unmasked Estep 
Score: -4844599.000000 Penalty: 5221.719238
	Iteration 2Q: 3 clusters Score -4844599 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16883 members 
Mstep: Class 2 contains 20451 members 
Entering Unmasked Estep 
Score: -4845356.500000 Penalty: 5221.719238
	Iteration 3Q: 3 clusters Score -4845356 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16018 members 
Mstep: Class 2 contains 21316 members 
Entering Unmasked Estep 
Score: -4846283.000000 Penalty: 5221.719238
	Iteration 4Q: 3 clusters Score -4846283 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14975 members 
Mstep: Class 2 contains 22359 members 
Entering Unmasked Estep 
Score: -4847307.000000 Penalty: 5221.719238
	Iteration 5F: 3 clusters Score -4847307 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13751 members 
Mstep: Class 2 contains 23583 members 
Entering Unmasked Estep 
Score: -4848639.000000 Penalty: 5221.719238
	Iteration 6F: 3 clusters Score -4848639 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12482 members 
Mstep: Class 2 contains 24852 members 
Entering Unmasked Estep 
Score: -4850091.000000 Penalty: 5221.719238
	Iteration 7F: 3 clusters Score -4850091 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11315 members 
Mstep: Class 2 contains 26019 members 
Entering Unmasked Estep 
Score: -4851509.000000 Penalty: 5221.719238
	Iteration 8F: 3 clusters Score -4851509 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10331 members 
Mstep: Class 2 contains 27003 members 
Entering Unmasked Estep 
Score: -4852816.500000 Penalty: 5221.719238
	Iteration 9Q: 3 clusters Score -4852816 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 27754 members 
Entering Unmasked Estep 
Score: -4853928.000000 Penalty: 5221.719238
	Iteration 10Q: 3 clusters Score -4853928 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 28332 members 
Entering Unmasked Estep 
Score: -4854594.000000 Penalty: 5221.719238
	Iteration 11Q: 3 clusters Score -4854594 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 28814 members 
Entering Unmasked Estep 
Score: -4854961.000000 Penalty: 5221.719238
	Iteration 12Q: 3 clusters Score -4854961 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 29217 members 
Entering Unmasked Estep 
Score: -4855171.500000 Penalty: 5221.719238
	Iteration 13Q: 3 clusters Score -4855172 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 29579 members 
Entering Unmasked Estep 
Score: -4855329.500000 Penalty: 5221.719238
	Iteration 14Q: 3 clusters Score -4855330 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 29919 members 
Entering Unmasked Estep 
Score: -4855458.000000 Penalty: 5221.719238
	Iteration 15Q: 3 clusters Score -4855458 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 30262 members 
Entering Unmasked Estep 
Score: -4855573.500000 Penalty: 5221.719238
	Iteration 16Q: 3 clusters Score -4855574 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 30597 members 
Entering Unmasked Estep 
Score: -4855682.000000 Penalty: 5221.719238
	Iteration 17Q: 3 clusters Score -4855682 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 30908 members 
Entering Unmasked Estep 
Score: -4855774.000000 Penalty: 5221.719238
	Iteration 18Q: 3 clusters Score -4855774 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 31214 members 
Entering Unmasked Estep 
Score: -4855880.500000 Penalty: 5221.719238
	Iteration 19Q: 3 clusters Score -4855880 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 31506 members 
Entering Unmasked Estep 
Score: -4855935.500000 Penalty: 5221.719238
	Iteration 20F: 3 clusters Score -4855936 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 31795 members 
Entering Unmasked Estep 
Score: -4856026.000000 Penalty: 5221.719238
	Iteration 21Q: 3 clusters Score -4856026 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 32067 members 
Entering Unmasked Estep 
Score: -4856125.000000 Penalty: 5221.719238
	Iteration 22Q: 3 clusters Score -4856125 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 32369 members 
Entering Unmasked Estep 
Score: -4856227.000000 Penalty: 5221.719238
	Iteration 23Q: 3 clusters Score -4856227 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 32650 members 
Entering Unmasked Estep 
Score: -4856293.500000 Penalty: 5221.719238
	Iteration 24Q: 3 clusters Score -4856294 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 32928 members 
Entering Unmasked Estep 
Score: -4856397.000000 Penalty: 5221.719238
	Iteration 25Q: 3 clusters Score -4856397 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 33181 members 
Entering Unmasked Estep 
Score: -4856469.000000 Penalty: 5221.719238
	Iteration 26Q: 3 clusters Score -4856469 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 33406 members 
Entering Unmasked Estep 
Score: -4856553.000000 Penalty: 5221.719238
	Iteration 27Q: 3 clusters Score -4856553 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 33643 members 
Entering Unmasked Estep 
Score: -4856607.000000 Penalty: 5221.719238
	Iteration 28Q: 3 clusters Score -4856607 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 33863 members 
Entering Unmasked Estep 
Score: -4856689.000000 Penalty: 5221.719238
	Iteration 29Q: 3 clusters Score -4856689 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 34070 members 
Entering Unmasked Estep 
Score: -4856758.000000 Penalty: 5221.719238
	Iteration 30Q: 3 clusters Score -4856758 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 34257 members 
Entering Unmasked Estep 
Score: -4856817.500000 Penalty: 5221.719238
	Iteration 31Q: 3 clusters Score -4856818 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 34432 members 
Entering Unmasked Estep 
Score: -4856868.500000 Penalty: 5221.719238
	Iteration 32Q: 3 clusters Score -4856868 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 34609 members 
Entering Unmasked Estep 
Score: -4856918.500000 Penalty: 5221.719238
	Iteration 33Q: 3 clusters Score -4856918 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 34771 members 
Entering Unmasked Estep 
Score: -4856977.000000 Penalty: 5221.719238
	Iteration 34Q: 3 clusters Score -4856977 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 34913 members 
Entering Unmasked Estep 
Score: -4857017.000000 Penalty: 5221.719238
	Iteration 35Q: 3 clusters Score -4857017 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 35034 members 
Entering Unmasked Estep 
Score: -4857053.500000 Penalty: 5221.719238
	Iteration 36Q: 3 clusters Score -4857054 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 35159 members 
Entering Unmasked Estep 
Score: -4857122.000000 Penalty: 5221.719238
	Iteration 37Q: 3 clusters Score -4857122 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 35270 members 
Entering Unmasked Estep 
Score: -4857152.000000 Penalty: 5221.719238
	Iteration 38Q: 3 clusters Score -4857152 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 35366 members 
Entering Unmasked Estep 
Score: -4857194.500000 Penalty: 5221.719238
	Iteration 39Q: 3 clusters Score -4857194 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 35468 members 
Entering Unmasked Estep 
Score: -4857234.000000 Penalty: 5221.719238
	Iteration 40F: 3 clusters Score -4857234 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 35580 members 
Entering Unmasked Estep 
Score: -4857278.500000 Penalty: 5221.719238
	Iteration 41Q: 3 clusters Score -4857278 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 35656 members 
Entering Unmasked Estep 
Score: -4857305.000000 Penalty: 5221.719238
	Iteration 42Q: 3 clusters Score -4857305 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 35714 members 
Entering Unmasked Estep 
Score: -4857303.000000 Penalty: 5221.719238
	Iteration 43Q: 3 clusters Score -4857303 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 35760 members 
Entering Unmasked Estep 
Score: -4857312.000000 Penalty: 5221.719238
	Iteration 44Q: 3 clusters Score -4857312 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 35799 members 
Entering Unmasked Estep 
Score: -4857328.000000 Penalty: 5221.719238
	Iteration 45Q: 3 clusters Score -4857328 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 35845 members 
Entering Unmasked Estep 
Score: -4857335.500000 Penalty: 5221.719238
	Iteration 46Q: 3 clusters Score -4857336 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 35890 members 
Entering Unmasked Estep 
Score: -4857361.500000 Penalty: 5221.719238
	Iteration 47Q: 3 clusters Score -4857362 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 35930 members 
Entering Unmasked Estep 
Score: -4857363.000000 Penalty: 5221.719238
	Iteration 48Q: 3 clusters Score -4857363 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 35958 members 
Entering Unmasked Estep 
Score: -4857390.500000 Penalty: 5221.719238
	Iteration 49Q: 3 clusters Score -4857390 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 35979 members 
Entering Unmasked Estep 
Score: -4857391.000000 Penalty: 5221.719238
	Iteration 50Q: 3 clusters Score -4857391 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 35990 members 
Entering Unmasked Estep 
Score: -4857392.000000 Penalty: 5221.719238
	Iteration 51Q: 3 clusters Score -4857392 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 36005 members 
Entering Unmasked Estep 
Score: -4857394.500000 Penalty: 5221.719238
	Iteration 52Q: 3 clusters Score -4857394 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 36024 members 
Entering Unmasked Estep 
Score: -4857406.000000 Penalty: 5221.719238
	Iteration 53Q: 3 clusters Score -4857406 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 36042 members 
Entering Unmasked Estep 
Score: -4857409.500000 Penalty: 5221.719238
	Iteration 54Q: 3 clusters Score -4857410 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 36056 members 
Entering Unmasked Estep 
Score: -4857416.000000 Penalty: 5221.719238
	Iteration 55Q: 3 clusters Score -4857416 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 36072 members 
Entering Unmasked Estep 
Score: -4857428.000000 Penalty: 5221.719238
	Iteration 56Q: 3 clusters Score -4857428 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 36091 members 
Entering Unmasked Estep 
Score: -4857431.000000 Penalty: 5221.719238
	Iteration 57Q: 3 clusters Score -4857431 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 36106 members 
Entering Unmasked Estep 
Score: -4857439.000000 Penalty: 5221.719238
	Iteration 58Q: 3 clusters Score -4857439 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 36124 members 
Entering Unmasked Estep 
Score: -4857439.000000 Penalty: 5221.719238
	Iteration 59Q: 3 clusters Score -4857439 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 36135 members 
Entering Unmasked Estep 
Score: -4857439.500000 Penalty: 5221.719238
	Iteration 60F: 3 clusters Score -4857440 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 36144 members 
Entering Unmasked Estep 
Score: -4857441.500000 Penalty: 5221.719238
	Iteration 61Q: 3 clusters Score -4857442 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 36161 members 
Entering Unmasked Estep 
Score: -4857443.500000 Penalty: 5221.719238
	Iteration 62Q: 3 clusters Score -4857444 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 36173 members 
Entering Unmasked Estep 
Score: -4857440.000000 Penalty: 5221.719238
	Iteration 63Q: 3 clusters Score -4857440 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 36182 members 
Entering Unmasked Estep 
Score: -4857450.500000 Penalty: 5221.719238
	Iteration 64Q: 3 clusters Score -4857450 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 36193 members 
Entering Unmasked Estep 
Score: -4857458.000000 Penalty: 5221.719238
	Iteration 65Q: 3 clusters Score -4857458 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 36216 members 
Entering Unmasked Estep 
Score: -4857478.500000 Penalty: 5221.719238
	Iteration 66Q: 3 clusters Score -4857478 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 36230 members 
Entering Unmasked Estep 
Score: -4857481.000000 Penalty: 5221.719238
	Iteration 67Q: 3 clusters Score -4857481 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 36246 members 
Entering Unmasked Estep 
Score: -4857487.000000 Penalty: 5221.719238
	Iteration 68Q: 3 clusters Score -4857487 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 36261 members 
Entering Unmasked Estep 
Score: -4857492.500000 Penalty: 5221.719238
	Iteration 69Q: 3 clusters Score -4857492 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 36272 members 
Entering Unmasked Estep 
Score: -4857493.000000 Penalty: 5221.719238
	Iteration 70Q: 3 clusters Score -4857493 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 36287 members 
Entering Unmasked Estep 
Score: -4857497.000000 Penalty: 5221.719238
	Iteration 71Q: 3 clusters Score -4857497 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 36300 members 
Entering Unmasked Estep 
Score: -4857512.000000 Penalty: 5221.719238
	Iteration 72Q: 3 clusters Score -4857512 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 36319 members 
Entering Unmasked Estep 
Score: -4857514.000000 Penalty: 5221.719238
	Iteration 73Q: 3 clusters Score -4857514 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 36329 members 
Entering Unmasked Estep 
Score: -4857518.500000 Penalty: 5221.719238
	Iteration 74Q: 3 clusters Score -4857518 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 36337 members 
Entering Unmasked Estep 
Score: -4857530.500000 Penalty: 5221.719238
	Iteration 75Q: 3 clusters Score -4857530 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 36346 members 
Entering Unmasked Estep 
Score: -4857529.500000 Penalty: 5221.719238
	Iteration 76Q: 3 clusters Score -4857530 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 36353 members 
Entering Unmasked Estep 
Score: -4857539.000000 Penalty: 5221.719238
	Iteration 77Q: 3 clusters Score -4857539 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 36360 members 
Entering Unmasked Estep 
Score: -4857547.500000 Penalty: 5221.719238
	Iteration 78Q: 3 clusters Score -4857548 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 36366 members 
Entering Unmasked Estep 
Score: -4857545.000000 Penalty: 5221.719238
	Iteration 79Q: 3 clusters Score -4857545 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 36375 members 
Entering Unmasked Estep 
Score: -4857555.500000 Penalty: 5221.719238
	Iteration 80F: 3 clusters Score -4857556 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 36379 members 
Entering Unmasked Estep 
Score: -4857561.500000 Penalty: 5221.719238
	Iteration 81Q: 3 clusters Score -4857562 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 36383 members 
Entering Unmasked Estep 
Score: -4857561.000000 Penalty: 5221.719238
	Iteration 82Q: 3 clusters Score -4857561 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 36390 members 
Entering Unmasked Estep 
Score: -4857563.500000 Penalty: 5221.719238
	Iteration 83Q: 3 clusters Score -4857564 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 36393 members 
Entering Unmasked Estep 
Score: -4857567.500000 Penalty: 5221.719238
	Iteration 84Q: 3 clusters Score -4857568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 36396 members 
Entering Unmasked Estep 
Score: -4857573.000000 Penalty: 5221.719238
	Iteration 85Q: 3 clusters Score -4857573 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 36400 members 
Entering Unmasked Estep 
Score: -4857573.500000 Penalty: 5221.719238
	Iteration 86Q: 3 clusters Score -4857574 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 36406 members 
Entering Unmasked Estep 
Score: -4857581.500000 Penalty: 5221.719238
	Iteration 87Q: 3 clusters Score -4857582 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 36408 members 
Entering Unmasked Estep 
Score: -4857578.500000 Penalty: 5221.719238
	Iteration 88Q: 3 clusters Score -4857578 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 36408 members 
Entering Unmasked Estep 
Score: -4857580.500000 Penalty: 5221.719238
	Iteration 89Q: 3 clusters Score -4857580 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 36410 members 
Entering Unmasked Estep 
Score: -4857577.500000 Penalty: 5221.719238
	Iteration 90Q: 3 clusters Score -4857578 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 36412 members 
Entering Unmasked Estep 
Score: -4857580.500000 Penalty: 5221.719238
	Iteration 91Q: 3 clusters Score -4857580 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 36415 members 
Entering Unmasked Estep 
Score: -4857579.500000 Penalty: 5221.719238
	Iteration 92Q: 3 clusters Score -4857580 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 36416 members 
Entering Unmasked Estep 
Score: -4857586.500000 Penalty: 5221.719238
	Iteration 93Q: 3 clusters Score -4857586 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 36417 members 
Entering Unmasked Estep 
Score: -4857585.500000 Penalty: 5221.719238
	Iteration 94Q: 3 clusters Score -4857586 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 36418 members 
Entering Unmasked Estep 
Score: -4857588.000000 Penalty: 5221.719238
	Iteration 95Q: 3 clusters Score -4857588 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 36418 members 
Entering Unmasked Estep 
Score: -4857588.000000 Penalty: 5221.719238
	Iteration 96F: 3 clusters Score -4857588 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (4525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Entering Unmasked Estep 
Score: -558324.875000 Penalty: 2087.508545
	Iteration 0F: 2 clusters Score -558324.9 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 2258 members 
Entering Unmasked Estep 
Score: -554162.812500 Penalty: 4175.017090
	Iteration 0F: 3 clusters Score -554162.8 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -555293.562500 Penalty: 4175.017090
	Iteration 1F: 3 clusters Score -555293.6 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -555587.250000 Penalty: 4175.017090
	Iteration 2F: 3 clusters Score -555587.2 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -555822.500000 Penalty: 4175.017090
	Iteration 3F: 3 clusters Score -555822.5 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -556022.187500 Penalty: 4175.017090
	Iteration 4F: 3 clusters Score -556022.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -556217.937500 Penalty: 4175.017090
	Iteration 5Q: 3 clusters Score -556217.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -556421.812500 Penalty: 4175.017090
	Iteration 6Q: 3 clusters Score -556421.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -556599.125000 Penalty: 4175.017090
	Iteration 7Q: 3 clusters Score -556599.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -556761.875000 Penalty: 4175.017090
	Iteration 8Q: 3 clusters Score -556761.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -556917.500000 Penalty: 4175.017090
	Iteration 9Q: 3 clusters Score -556917.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -557031.937500 Penalty: 4175.017090
	Iteration 10Q: 3 clusters Score -557031.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -557129.500000 Penalty: 4175.017090
	Iteration 11Q: 3 clusters Score -557129.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -557209.125000 Penalty: 4175.017090
	Iteration 12Q: 3 clusters Score -557209.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -557292.000000 Penalty: 4175.017090
	Iteration 13Q: 3 clusters Score -557292 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -557360.187500 Penalty: 4175.017090
	Iteration 14Q: 3 clusters Score -557360.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -557404.125000 Penalty: 4175.017090
	Iteration 15Q: 3 clusters Score -557404.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -557459.125000 Penalty: 4175.017090
	Iteration 16Q: 3 clusters Score -557459.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -557537.437500 Penalty: 4175.017090
	Iteration 17Q: 3 clusters Score -557537.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -557603.937500 Penalty: 4175.017090
	Iteration 18Q: 3 clusters Score -557603.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -557664.750000 Penalty: 4175.017090
	Iteration 19Q: 3 clusters Score -557664.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -557725.062500 Penalty: 4175.017090
	Iteration 20F: 3 clusters Score -557725.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -557768.562500 Penalty: 4175.017090
	Iteration 21Q: 3 clusters Score -557768.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -557804.062500 Penalty: 4175.017090
	Iteration 22Q: 3 clusters Score -557804.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -557825.750000 Penalty: 4175.017090
	Iteration 23Q: 3 clusters Score -557825.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -557842.687500 Penalty: 4175.017090
	Iteration 24Q: 3 clusters Score -557842.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -557856.312500 Penalty: 4175.017090
	Iteration 25Q: 3 clusters Score -557856.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -557866.875000 Penalty: 4175.017090
	Iteration 26Q: 3 clusters Score -557866.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -557871.937500 Penalty: 4175.017090
	Iteration 27Q: 3 clusters Score -557871.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -557873.500000 Penalty: 4175.017090
	Iteration 28Q: 3 clusters Score -557873.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -557875.125000 Penalty: 4175.017090
	Iteration 29Q: 3 clusters Score -557875.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -557876.312500 Penalty: 4175.017090
	Iteration 30Q: 3 clusters Score -557876.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -557876.562500 Penalty: 4175.017090
	Iteration 31Q: 3 clusters Score -557876.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -557876.562500 Penalty: 4175.017090
	Iteration 32F: 3 clusters Score -557876.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (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: -45009.132812 Penalty: 1532.130127
	Iteration 0F: 2 clusters Score -45009.13 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 254 members 
Entering Unmasked Estep 
Score: -43558.410156 Penalty: 3064.260254
	Iteration 0F: 3 clusters Score -43558.41 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -43896.101562 Penalty: 3064.260254
	Iteration 1F: 3 clusters Score -43896.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -44018.101562 Penalty: 3064.260254
	Iteration 2F: 3 clusters Score -44018.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -44094.375000 Penalty: 3064.260254
	Iteration 3Q: 3 clusters Score -44094.38 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -44128.304688 Penalty: 3064.260254
	Iteration 4Q: 3 clusters Score -44128.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -44142.187500 Penalty: 3064.260254
	Iteration 5Q: 3 clusters Score -44142.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -44145.242188 Penalty: 3064.260254
	Iteration 6Q: 3 clusters Score -44145.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -44145.242188 Penalty: 3064.260254
	Iteration 7F: 3 clusters Score -44145.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (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: -56896.378906 Penalty: 1510.644897
	Iteration 0F: 2 clusters Score -56896.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -55676.757812 Penalty: 3021.289795
	Iteration 0F: 3 clusters Score -55676.76 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -56839.972656 Penalty: 3021.289795
	Iteration 1F: 3 clusters Score -56839.97 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -57417.484375 Penalty: 3021.289795
	Iteration 2F: 3 clusters Score -57417.48 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -57556.832031 Penalty: 3021.289795
	Iteration 3Q: 3 clusters Score -57556.83 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -57671.648438 Penalty: 3021.289795
	Iteration 4Q: 3 clusters Score -57671.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -57724.996094 Penalty: 3021.289795
	Iteration 5Q: 3 clusters Score -57725 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -57769.539062 Penalty: 3021.289795
	Iteration 6Q: 3 clusters Score -57769.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -57769.539062 Penalty: 3021.289795
	Iteration 7F: 3 clusters Score -57769.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 52470 members 
Mstep: Class 3 contains 5283 members 
Mstep: Class 4 contains 27268 members 
Mstep: Class 5 contains 8398 members 
Mstep: Class 6 contains 4494 members 
Mstep: Class 7 contains 26566 members 
Mstep: Class 8 contains 804 members 
Mstep: Class 9 contains 10609 members 
Mstep: Class 10 contains 3005 members 
Mstep: Class 11 contains 37308 members 
Mstep: Class 12 contains 23431 members 
Mstep: Class 13 contains 215695 members 
Mstep: Class 14 contains 41086 members 
Mstep: Class 15 contains 988 members 
Mstep: Class 16 contains 28886 members 
Mstep: Class 17 contains 9473 members 
Mstep: Class 18 contains 14296 members 
Mstep: Class 19 contains 61769 members 
Mstep: Class 20 contains 11035 members 
Mstep: Class 21 contains 16376 members 
Mstep: Class 22 contains 2989 members 
Mstep: Class 23 contains 2567 members 
Mstep: Class 24 contains 18623 members 
Mstep: Class 25 contains 2066 members 
Mstep: Class 26 contains 22020 members 
Mstep: Class 27 contains 6160 members 
Mstep: Class 28 contains 4155 members 
Mstep: Class 29 contains 37334 members 
Mstep: Class 30 contains 4525 members 
Mstep: Class 31 contains 482 members 
Mstep: Class 32 contains 167 members 
Mstep: Class 33 contains 39438 members 
Mstep: Class 34 contains 638 members 
Mstep: Class 35 contains 8666 members 
Mstep: Class 36 contains 2455 members 
Mstep: Class 37 contains 164403 members 
Mstep: Class 38 contains 8444 members 
Mstep: Class 39 contains 4228 members 
Mstep: Class 40 contains 5303 members 
Mstep: Class 41 contains 2905 members 
Mstep: Class 42 contains 3698 members 
Mstep: Class 43 contains 550 members 
Mstep: Class 44 contains 3469 members 
Mstep: Class 45 contains 1909 members 
Mstep: Class 46 contains 362 members 
Mstep: Class 47 contains 5042 members 
Mstep: Class 48 contains 4963 members 
Mstep: Class 49 contains 4223 members 
Mstep: Class 50 contains 6288 members 
Mstep: Class 51 contains 175675 members 
Mstep: Class 52 contains 348 members 
Mstep: Class 53 contains 358 members 
Mstep: Class 54 contains 663 members 
Mstep: Class 55 contains 4241 members 
Mstep: Class 56 contains 2287 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 9745 members 
Mstep: Class 59 contains 3628 members 
Mstep: Class 60 contains 18150 members 
Mstep: Class 61 contains 255 members 
Mstep: Class 62 contains 1028 members 
Mstep: Class 63 contains 768 members 
Mstep: Class 64 contains 580 members 
Mstep: Class 65 contains 1140 members 
Mstep: Class 66 contains 275 members 
Mstep: Class 67 contains 436 members 
Mstep: Class 68 contains 725 members 
Entering Unmasked Estep 
Score: -147540784.000000 Penalty: 235893.484375
Splitting cluster 32 changes total score from -147541664.000000 to -147540784.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 33 (39438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39438 members 
Entering Unmasked Estep 
Score: -4994429.000000 Penalty: 2624.456299
	Iteration 0F: 2 clusters Score -4994429 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19818 members 
Mstep: Class 2 contains 19620 members 
Entering Unmasked Estep 
Score: -4967698.500000 Penalty: 5248.912598
	Iteration 0F: 3 clusters Score -4967698 nChanged 18045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20057 members 
Mstep: Class 2 contains 19381 members 
Entering Unmasked Estep 
Score: -4977613.000000 Penalty: 5248.912598
	Iteration 1F: 3 clusters Score -4977613 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20018 members 
Mstep: Class 2 contains 19420 members 
Entering Unmasked Estep 
Score: -4978190.500000 Penalty: 5248.912598
	Iteration 2Q: 3 clusters Score -4978190 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19956 members 
Mstep: Class 2 contains 19482 members 
Entering Unmasked Estep 
Score: -4978741.500000 Penalty: 5248.912598
	Iteration 3Q: 3 clusters Score -4978742 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19869 members 
Mstep: Class 2 contains 19569 members 
Entering Unmasked Estep 
Score: -4979359.000000 Penalty: 5248.912598
	Iteration 4Q: 3 clusters Score -4979359 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19835 members 
Mstep: Class 2 contains 19603 members 
Entering Unmasked Estep 
Score: -4980040.000000 Penalty: 5248.912598
	Iteration 5Q: 3 clusters Score -4980040 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19826 members 
Mstep: Class 2 contains 19612 members 
Entering Unmasked Estep 
Score: -4980746.000000 Penalty: 5248.912598
	Iteration 6Q: 3 clusters Score -4980746 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19867 members 
Mstep: Class 2 contains 19571 members 
Entering Unmasked Estep 
Score: -4981579.000000 Penalty: 5248.912598
	Iteration 7Q: 3 clusters Score -4981579 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20015 members 
Mstep: Class 2 contains 19423 members 
Entering Unmasked Estep 
Score: -4982435.500000 Penalty: 5248.912598
	Iteration 8Q: 3 clusters Score -4982436 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20211 members 
Mstep: Class 2 contains 19227 members 
Entering Unmasked Estep 
Score: -4983245.500000 Penalty: 5248.912598
	Iteration 9Q: 3 clusters Score -4983246 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20451 members 
Mstep: Class 2 contains 18987 members 
Entering Unmasked Estep 
Score: -4984040.000000 Penalty: 5248.912598
	Iteration 10Q: 3 clusters Score -4984040 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20780 members 
Mstep: Class 2 contains 18658 members 
Entering Unmasked Estep 
Score: -4984626.000000 Penalty: 5248.912598
	Iteration 11Q: 3 clusters Score -4984626 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21233 members 
Mstep: Class 2 contains 18205 members 
Entering Unmasked Estep 
Score: -4985115.000000 Penalty: 5248.912598
	Iteration 12Q: 3 clusters Score -4985115 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21683 members 
Mstep: Class 2 contains 17755 members 
Entering Unmasked Estep 
Score: -4985480.000000 Penalty: 5248.912598
	Iteration 13Q: 3 clusters Score -4985480 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22123 members 
Mstep: Class 2 contains 17315 members 
Entering Unmasked Estep 
Score: -4985760.500000 Penalty: 5248.912598
	Iteration 14Q: 3 clusters Score -4985760 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22632 members 
Mstep: Class 2 contains 16806 members 
Entering Unmasked Estep 
Score: -4986036.500000 Penalty: 5248.912598
	Iteration 15Q: 3 clusters Score -4986036 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23178 members 
Mstep: Class 2 contains 16260 members 
Entering Unmasked Estep 
Score: -4986320.500000 Penalty: 5248.912598
	Iteration 16Q: 3 clusters Score -4986320 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23710 members 
Mstep: Class 2 contains 15728 members 
Entering Unmasked Estep 
Score: -4986557.500000 Penalty: 5248.912598
	Iteration 17Q: 3 clusters Score -4986558 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24259 members 
Mstep: Class 2 contains 15179 members 
Entering Unmasked Estep 
Score: -4986815.000000 Penalty: 5248.912598
	Iteration 18Q: 3 clusters Score -4986815 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24811 members 
Mstep: Class 2 contains 14627 members 
Entering Unmasked Estep 
Score: -4987056.500000 Penalty: 5248.912598
	Iteration 19Q: 3 clusters Score -4987056 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25320 members 
Mstep: Class 2 contains 14118 members 
Entering Unmasked Estep 
Score: -4987272.500000 Penalty: 5248.912598
	Iteration 20F: 3 clusters Score -4987272 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25787 members 
Mstep: Class 2 contains 13651 members 
Entering Unmasked Estep 
Score: -4987466.000000 Penalty: 5248.912598
	Iteration 21Q: 3 clusters Score -4987466 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26260 members 
Mstep: Class 2 contains 13178 members 
Entering Unmasked Estep 
Score: -4987610.500000 Penalty: 5248.912598
	Iteration 22Q: 3 clusters Score -4987610 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26788 members 
Mstep: Class 2 contains 12650 members 
Entering Unmasked Estep 
Score: -4987766.000000 Penalty: 5248.912598
	Iteration 23Q: 3 clusters Score -4987766 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27268 members 
Mstep: Class 2 contains 12170 members 
Entering Unmasked Estep 
Score: -4987903.000000 Penalty: 5248.912598
	Iteration 24Q: 3 clusters Score -4987903 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27722 members 
Mstep: Class 2 contains 11716 members 
Entering Unmasked Estep 
Score: -4988046.000000 Penalty: 5248.912598
	Iteration 25Q: 3 clusters Score -4988046 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28153 members 
Mstep: Class 2 contains 11285 members 
Entering Unmasked Estep 
Score: -4988142.000000 Penalty: 5248.912598
	Iteration 26Q: 3 clusters Score -4988142 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28627 members 
Mstep: Class 2 contains 10811 members 
Entering Unmasked Estep 
Score: -4988282.500000 Penalty: 5248.912598
	Iteration 27Q: 3 clusters Score -4988282 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29107 members 
Mstep: Class 2 contains 10331 members 
Entering Unmasked Estep 
Score: -4988394.000000 Penalty: 5248.912598
	Iteration 28Q: 3 clusters Score -4988394 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29608 members 
Mstep: Class 2 contains 9830 members 
Entering Unmasked Estep 
Score: -4988532.500000 Penalty: 5248.912598
	Iteration 29Q: 3 clusters Score -4988532 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30131 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -4988699.500000 Penalty: 5248.912598
	Iteration 30Q: 3 clusters Score -4988700 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30665 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -4988867.000000 Penalty: 5248.912598
	Iteration 31Q: 3 clusters Score -4988867 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31206 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -4989034.000000 Penalty: 5248.912598
	Iteration 32Q: 3 clusters Score -4989034 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31769 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -4989224.000000 Penalty: 5248.912598
	Iteration 33Q: 3 clusters Score -4989224 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32354 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -4989447.500000 Penalty: 5248.912598
	Iteration 34Q: 3 clusters Score -4989448 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32979 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -4989681.000000 Penalty: 5248.912598
	Iteration 35Q: 3 clusters Score -4989681 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33601 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -4989927.000000 Penalty: 5248.912598
	Iteration 36Q: 3 clusters Score -4989927 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34225 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -4990211.500000 Penalty: 5248.912598
	Iteration 37Q: 3 clusters Score -4990212 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34845 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -4990537.000000 Penalty: 5248.912598
	Iteration 38Q: 3 clusters Score -4990537 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35425 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -4990790.000000 Penalty: 5248.912598
	Iteration 39Q: 3 clusters Score -4990790 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35922 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -4991036.500000 Penalty: 5248.912598
	Iteration 40F: 3 clusters Score -4991036 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36342 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -4991244.000000 Penalty: 5248.912598
	Iteration 41Q: 3 clusters Score -4991244 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36693 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -4991414.500000 Penalty: 5248.912598
	Iteration 42Q: 3 clusters Score -4991414 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37012 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -4991582.000000 Penalty: 5248.912598
	Iteration 43Q: 3 clusters Score -4991582 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37256 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -4991718.500000 Penalty: 5248.912598
	Iteration 44Q: 3 clusters Score -4991718 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37472 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -4991834.500000 Penalty: 5248.912598
	Iteration 45Q: 3 clusters Score -4991834 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37638 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -4991911.500000 Penalty: 5248.912598
	Iteration 46Q: 3 clusters Score -4991912 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37776 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -4992003.000000 Penalty: 5248.912598
	Iteration 47Q: 3 clusters Score -4992003 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37882 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -4992056.000000 Penalty: 5248.912598
	Iteration 48Q: 3 clusters Score -4992056 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37967 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -4992087.500000 Penalty: 5248.912598
	Iteration 49Q: 3 clusters Score -4992088 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38037 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -4992135.000000 Penalty: 5248.912598
	Iteration 50Q: 3 clusters Score -4992135 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38101 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -4992171.500000 Penalty: 5248.912598
	Iteration 51Q: 3 clusters Score -4992172 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38140 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -4992195.500000 Penalty: 5248.912598
	Iteration 52Q: 3 clusters Score -4992196 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38168 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -4992201.000000 Penalty: 5248.912598
	Iteration 53Q: 3 clusters Score -4992201 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38186 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -4992209.500000 Penalty: 5248.912598
	Iteration 54Q: 3 clusters Score -4992210 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38202 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -4992217.000000 Penalty: 5248.912598
	Iteration 55Q: 3 clusters Score -4992217 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38209 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -4992221.500000 Penalty: 5248.912598
	Iteration 56Q: 3 clusters Score -4992222 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38222 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -4992227.000000 Penalty: 5248.912598
	Iteration 57Q: 3 clusters Score -4992227 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38236 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -4992237.000000 Penalty: 5248.912598
	Iteration 58Q: 3 clusters Score -4992237 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38248 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -4992240.000000 Penalty: 5248.912598
	Iteration 59Q: 3 clusters Score -4992240 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38262 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -4992242.500000 Penalty: 5248.912598
	Iteration 60F: 3 clusters Score -4992242 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38273 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -4992253.500000 Penalty: 5248.912598
	Iteration 61Q: 3 clusters Score -4992254 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38276 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -4992249.000000 Penalty: 5248.912598
	Iteration 62Q: 3 clusters Score -4992249 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38280 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -4992253.500000 Penalty: 5248.912598
	Iteration 63Q: 3 clusters Score -4992254 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38287 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -4992251.000000 Penalty: 5248.912598
	Iteration 64Q: 3 clusters Score -4992251 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38291 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -4992256.500000 Penalty: 5248.912598
	Iteration 65Q: 3 clusters Score -4992256 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38294 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -4992252.500000 Penalty: 5248.912598
	Iteration 66Q: 3 clusters Score -4992252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38297 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -4992260.000000 Penalty: 5248.912598
	Iteration 67Q: 3 clusters Score -4992260 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38303 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -4992261.500000 Penalty: 5248.912598
	Iteration 68Q: 3 clusters Score -4992262 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38308 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -4992263.500000 Penalty: 5248.912598
	Iteration 69Q: 3 clusters Score -4992264 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38311 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -4992266.000000 Penalty: 5248.912598
	Iteration 70Q: 3 clusters Score -4992266 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38311 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -4992266.000000 Penalty: 5248.912598
	Iteration 71F: 3 clusters Score -4992266 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Entering Unmasked Estep 
Score: -89734.875000 Penalty: 1601.667847
	Iteration 0F: 2 clusters Score -89734.88 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 315 members 
Entering Unmasked Estep 
Score: -88206.812500 Penalty: 3203.335693
	Iteration 0F: 3 clusters Score -88206.81 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -89238.195312 Penalty: 3203.335693
	Iteration 1F: 3 clusters Score -89238.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -90205.351562 Penalty: 3203.335693
	Iteration 2F: 3 clusters Score -90205.35 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -90577.164062 Penalty: 3203.335693
	Iteration 3F: 3 clusters Score -90577.16 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -90710.515625 Penalty: 3203.335693
	Iteration 4Q: 3 clusters Score -90710.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -90739.570312 Penalty: 3203.335693
	Iteration 5Q: 3 clusters Score -90739.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -90745.796875 Penalty: 3203.335693
	Iteration 6Q: 3 clusters Score -90745.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -90745.796875 Penalty: 3203.335693
	Iteration 7F: 3 clusters Score -90745.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 52470 members 
Mstep: Class 3 contains 5283 members 
Mstep: Class 4 contains 27268 members 
Mstep: Class 5 contains 8398 members 
Mstep: Class 6 contains 4494 members 
Mstep: Class 7 contains 26566 members 
Mstep: Class 8 contains 804 members 
Mstep: Class 9 contains 10609 members 
Mstep: Class 10 contains 3005 members 
Mstep: Class 11 contains 37308 members 
Mstep: Class 12 contains 23431 members 
Mstep: Class 13 contains 215695 members 
Mstep: Class 14 contains 41086 members 
Mstep: Class 15 contains 988 members 
Mstep: Class 16 contains 28886 members 
Mstep: Class 17 contains 9473 members 
Mstep: Class 18 contains 14296 members 
Mstep: Class 19 contains 61769 members 
Mstep: Class 20 contains 11035 members 
Mstep: Class 21 contains 16376 members 
Mstep: Class 22 contains 2989 members 
Mstep: Class 23 contains 2567 members 
Mstep: Class 24 contains 18623 members 
Mstep: Class 25 contains 2066 members 
Mstep: Class 26 contains 22020 members 
Mstep: Class 27 contains 6160 members 
Mstep: Class 28 contains 4155 members 
Mstep: Class 29 contains 37334 members 
Mstep: Class 30 contains 4525 members 
Mstep: Class 31 contains 482 members 
Mstep: Class 32 contains 442 members 
Mstep: Class 33 contains 39438 members 
Mstep: Class 34 contains 129 members 
Mstep: Class 35 contains 8666 members 
Mstep: Class 36 contains 2455 members 
Mstep: Class 37 contains 164403 members 
Mstep: Class 38 contains 8444 members 
Mstep: Class 39 contains 4228 members 
Mstep: Class 40 contains 5303 members 
Mstep: Class 41 contains 2905 members 
Mstep: Class 42 contains 3698 members 
Mstep: Class 43 contains 550 members 
Mstep: Class 44 contains 3469 members 
Mstep: Class 45 contains 1909 members 
Mstep: Class 46 contains 362 members 
Mstep: Class 47 contains 5042 members 
Mstep: Class 48 contains 4963 members 
Mstep: Class 49 contains 4223 members 
Mstep: Class 50 contains 6288 members 
Mstep: Class 51 contains 175675 members 
Mstep: Class 52 contains 348 members 
Mstep: Class 53 contains 358 members 
Mstep: Class 54 contains 663 members 
Mstep: Class 55 contains 4241 members 
Mstep: Class 56 contains 2287 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 9745 members 
Mstep: Class 59 contains 3628 members 
Mstep: Class 60 contains 18150 members 
Mstep: Class 61 contains 255 members 
Mstep: Class 62 contains 1028 members 
Mstep: Class 63 contains 768 members 
Mstep: Class 64 contains 580 members 
Mstep: Class 65 contains 1140 members 
Mstep: Class 66 contains 509 members 
Mstep: Class 67 contains 436 members 
Mstep: Class 68 contains 725 members 
Entering Unmasked Estep 
Score: -147541168.000000 Penalty: 235893.484375
Splitting cluster 34 changes total score from -147541664.000000 to -147541168.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 35 (8666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Entering Unmasked Estep 
Score: -1089311.500000 Penalty: 2248.656250
	Iteration 0F: 2 clusters Score -1089312 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -1082544.750000 Penalty: 4497.312500
	Iteration 0F: 3 clusters Score -1082545 nChanged 3567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -1084443.750000 Penalty: 4497.312500
	Iteration 1F: 3 clusters Score -1084444 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -1084782.625000 Penalty: 4497.312500
	Iteration 2F: 3 clusters Score -1084783 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -1085033.750000 Penalty: 4497.312500
	Iteration 3F: 3 clusters Score -1085034 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -1085254.625000 Penalty: 4497.312500
	Iteration 4Q: 3 clusters Score -1085255 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -1085440.375000 Penalty: 4497.312500
	Iteration 5Q: 3 clusters Score -1085440 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -1085618.625000 Penalty: 4497.312500
	Iteration 6Q: 3 clusters Score -1085619 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -1085760.250000 Penalty: 4497.312500
	Iteration 7Q: 3 clusters Score -1085760 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -1085892.750000 Penalty: 4497.312500
	Iteration 8Q: 3 clusters Score -1085893 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -1086020.250000 Penalty: 4497.312500
	Iteration 9Q: 3 clusters Score -1086020 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -1086152.750000 Penalty: 4497.312500
	Iteration 10Q: 3 clusters Score -1086153 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -1086271.625000 Penalty: 4497.312500
	Iteration 11Q: 3 clusters Score -1086272 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -1086383.125000 Penalty: 4497.312500
	Iteration 12Q: 3 clusters Score -1086383 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -1086493.375000 Penalty: 4497.312500
	Iteration 13Q: 3 clusters Score -1086493 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -1086606.375000 Penalty: 4497.312500
	Iteration 14Q: 3 clusters Score -1086606 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -1086700.125000 Penalty: 4497.312500
	Iteration 15Q: 3 clusters Score -1086700 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -1086785.625000 Penalty: 4497.312500
	Iteration 16Q: 3 clusters Score -1086786 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -1086852.500000 Penalty: 4497.312500
	Iteration 17Q: 3 clusters Score -1086852 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -1086904.875000 Penalty: 4497.312500
	Iteration 18Q: 3 clusters Score -1086905 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -1086943.000000 Penalty: 4497.312500
	Iteration 19Q: 3 clusters Score -1086943 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -1086972.250000 Penalty: 4497.312500
	Iteration 20F: 3 clusters Score -1086972 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -1086993.750000 Penalty: 4497.312500
	Iteration 21Q: 3 clusters Score -1086994 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -1087013.750000 Penalty: 4497.312500
	Iteration 22Q: 3 clusters Score -1087014 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -1087035.125000 Penalty: 4497.312500
	Iteration 23Q: 3 clusters Score -1087035 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -1087048.375000 Penalty: 4497.312500
	Iteration 24Q: 3 clusters Score -1087048 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -1087064.875000 Penalty: 4497.312500
	Iteration 25Q: 3 clusters Score -1087065 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -1087074.625000 Penalty: 4497.312500
	Iteration 26Q: 3 clusters Score -1087075 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -1087092.000000 Penalty: 4497.312500
	Iteration 27Q: 3 clusters Score -1087092 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -1087102.250000 Penalty: 4497.312500
	Iteration 28Q: 3 clusters Score -1087102 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -1087114.500000 Penalty: 4497.312500
	Iteration 29Q: 3 clusters Score -1087114 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -1087118.750000 Penalty: 4497.312500
	Iteration 30Q: 3 clusters Score -1087119 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -1087128.625000 Penalty: 4497.312500
	Iteration 31Q: 3 clusters Score -1087129 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -1087136.750000 Penalty: 4497.312500
	Iteration 32Q: 3 clusters Score -1087137 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -1087140.000000 Penalty: 4497.312500
	Iteration 33Q: 3 clusters Score -1087140 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -1087144.750000 Penalty: 4497.312500
	Iteration 34Q: 3 clusters Score -1087145 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -1087149.375000 Penalty: 4497.312500
	Iteration 35Q: 3 clusters Score -1087149 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -1087151.625000 Penalty: 4497.312500
	Iteration 36Q: 3 clusters Score -1087152 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -1087152.625000 Penalty: 4497.312500
	Iteration 37Q: 3 clusters Score -1087153 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -1087160.375000 Penalty: 4497.312500
	Iteration 38Q: 3 clusters Score -1087160 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -1087163.750000 Penalty: 4497.312500
	Iteration 39Q: 3 clusters Score -1087164 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -1087168.375000 Penalty: 4497.312500
	Iteration 40F: 3 clusters Score -1087168 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -1087173.250000 Penalty: 4497.312500
	Iteration 41Q: 3 clusters Score -1087173 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -1087173.500000 Penalty: 4497.312500
	Iteration 42Q: 3 clusters Score -1087174 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -1087176.500000 Penalty: 4497.312500
	Iteration 43Q: 3 clusters Score -1087176 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -1087179.000000 Penalty: 4497.312500
	Iteration 44Q: 3 clusters Score -1087179 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -1087179.375000 Penalty: 4497.312500
	Iteration 45Q: 3 clusters Score -1087179 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -1087178.750000 Penalty: 4497.312500
	Iteration 46Q: 3 clusters Score -1087179 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -1087176.750000 Penalty: 4497.312500
	Iteration 47Q: 3 clusters Score -1087177 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -1087176.750000 Penalty: 4497.312500
	Iteration 48F: 3 clusters Score -1087177 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (2455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Entering Unmasked Estep 
Score: -306201.000000 Penalty: 1935.858765
	Iteration 0F: 2 clusters Score -306201 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -303288.843750 Penalty: 3871.717529
	Iteration 0F: 3 clusters Score -303288.8 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -303805.843750 Penalty: 3871.717529
	Iteration 1F: 3 clusters Score -303805.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -303969.625000 Penalty: 3871.717529
	Iteration 2F: 3 clusters Score -303969.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -304087.875000 Penalty: 3871.717529
	Iteration 3F: 3 clusters Score -304087.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -304180.000000 Penalty: 3871.717529
	Iteration 4Q: 3 clusters Score -304180 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -304279.312500 Penalty: 3871.717529
	Iteration 5Q: 3 clusters Score -304279.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -304411.781250 Penalty: 3871.717529
	Iteration 6Q: 3 clusters Score -304411.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -304598.312500 Penalty: 3871.717529
	Iteration 7F: 3 clusters Score -304598.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -304818.875000 Penalty: 3871.717529
	Iteration 8F: 3 clusters Score -304818.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -305031.093750 Penalty: 3871.717529
	Iteration 9F: 3 clusters Score -305031.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -305212.687500 Penalty: 3871.717529
	Iteration 10Q: 3 clusters Score -305212.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -305345.593750 Penalty: 3871.717529
	Iteration 11Q: 3 clusters Score -305345.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -305442.781250 Penalty: 3871.717529
	Iteration 12Q: 3 clusters Score -305442.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -305519.468750 Penalty: 3871.717529
	Iteration 13Q: 3 clusters Score -305519.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -305562.656250 Penalty: 3871.717529
	Iteration 14Q: 3 clusters Score -305562.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -305601.562500 Penalty: 3871.717529
	Iteration 15Q: 3 clusters Score -305601.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -305623.406250 Penalty: 3871.717529
	Iteration 16Q: 3 clusters Score -305623.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -305639.468750 Penalty: 3871.717529
	Iteration 17Q: 3 clusters Score -305639.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -305654.500000 Penalty: 3871.717529
	Iteration 18Q: 3 clusters Score -305654.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -305666.843750 Penalty: 3871.717529
	Iteration 19Q: 3 clusters Score -305666.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -305675.531250 Penalty: 3871.717529
	Iteration 20F: 3 clusters Score -305675.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -305682.718750 Penalty: 3871.717529
	Iteration 21Q: 3 clusters Score -305682.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -305687.000000 Penalty: 3871.717529
	Iteration 22Q: 3 clusters Score -305687 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -305687.000000 Penalty: 3871.717529
	Iteration 23F: 3 clusters Score -305687 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (164403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164403 members 
Entering Unmasked Estep 
Score: -21057080.000000 Penalty: 2978.498779
	Iteration 0F: 2 clusters Score -2.105708e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82429 members 
Mstep: Class 2 contains 81974 members 
Entering Unmasked Estep 
Score: -20946924.000000 Penalty: 5956.997559
	Iteration 0F: 3 clusters Score -2.094692e+07 nChanged 78842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86773 members 
Mstep: Class 2 contains 77630 members 
Entering Unmasked Estep 
Score: -20992540.000000 Penalty: 5956.997559
	Iteration 1F: 3 clusters Score -2.099254e+07 nChanged 4851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89742 members 
Mstep: Class 2 contains 74661 members 
Entering Unmasked Estep 
Score: -20993730.000000 Penalty: 5956.997559
	Iteration 2Q: 3 clusters Score -2.099373e+07 nChanged 5783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94395 members 
Mstep: Class 2 contains 70008 members 
Entering Unmasked Estep 
Score: -20995368.000000 Penalty: 5956.997559
	Iteration 3Q: 3 clusters Score -2.099537e+07 nChanged 7711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101452 members 
Mstep: Class 2 contains 62951 members 
Entering Unmasked Estep 
Score: -20998698.000000 Penalty: 5956.997559
	Iteration 4Q: 3 clusters Score -2.09987e+07 nChanged 10586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111724 members 
Mstep: Class 2 contains 52679 members 
Entering Unmasked Estep 
Score: -21004934.000000 Penalty: 5956.997559
	Iteration 5F: 3 clusters Score -2.100493e+07 nChanged 13781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125365 members 
Mstep: Class 2 contains 39038 members 
Entering Unmasked Estep 
Score: -21015872.000000 Penalty: 5956.997559
	Iteration 6F: 3 clusters Score -2.101587e+07 nChanged 15262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140587 members 
Mstep: Class 2 contains 23816 members 
Entering Unmasked Estep 
Score: -21030234.000000 Penalty: 5956.997559
	Iteration 7F: 3 clusters Score -2.103023e+07 nChanged 12961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153546 members 
Mstep: Class 2 contains 10857 members 
Entering Unmasked Estep 
Score: -21043698.000000 Penalty: 5956.997559
	Iteration 8F: 3 clusters Score -2.10437e+07 nChanged 7198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160742 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -21050966.000000 Penalty: 5956.997559
	Iteration 9Q: 3 clusters Score -2.105097e+07 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163225 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -21053382.000000 Penalty: 5956.997559
	Iteration 10Q: 3 clusters Score -2.105338e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163855 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -21054018.000000 Penalty: 5956.997559
	Iteration 11Q: 3 clusters Score -2.105402e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164008 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -21054242.000000 Penalty: 5956.997559
	Iteration 12Q: 3 clusters Score -2.105424e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164059 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -21054336.000000 Penalty: 5956.997559
	Iteration 13Q: 3 clusters Score -2.105434e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164077 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -21054412.000000 Penalty: 5956.997559
	Iteration 14Q: 3 clusters Score -2.105441e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164094 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -21054450.000000 Penalty: 5956.997559
	Iteration 15Q: 3 clusters Score -2.105445e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164110 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -21054482.000000 Penalty: 5956.997559
	Iteration 16Q: 3 clusters Score -2.105448e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164117 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -21054520.000000 Penalty: 5956.997559
	Iteration 17Q: 3 clusters Score -2.105452e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164121 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -21054528.000000 Penalty: 5956.997559
	Iteration 18Q: 3 clusters Score -2.105453e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164122 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -21054530.000000 Penalty: 5956.997559
	Iteration 19Q: 3 clusters Score -2.105453e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164124 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -21054534.000000 Penalty: 5956.997559
	Iteration 20F: 3 clusters Score -2.105453e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164125 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -21054516.000000 Penalty: 5956.997559
	Iteration 21Q: 3 clusters Score -2.105452e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164126 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -21054520.000000 Penalty: 5956.997559
	Iteration 22Q: 3 clusters Score -2.105452e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164128 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -21054538.000000 Penalty: 5956.997559
	Iteration 23Q: 3 clusters Score -2.105454e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164126 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -21054544.000000 Penalty: 5956.997559
	Iteration 24Q: 3 clusters Score -2.105454e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164125 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -21054540.000000 Penalty: 5956.997559
	Iteration 25Q: 3 clusters Score -2.105454e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164124 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -21054544.000000 Penalty: 5956.997559
	Iteration 26Q: 3 clusters Score -2.105454e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164125 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -21054544.000000 Penalty: 5956.997559
	Iteration 27Q: 3 clusters Score -2.105454e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164126 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -21054546.000000 Penalty: 5956.997559
	Iteration 28Q: 3 clusters Score -2.105455e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164126 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -21054546.000000 Penalty: 5956.997559
	Iteration 29F: 3 clusters Score -2.105455e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (8444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Entering Unmasked Estep 
Score: -1070802.750000 Penalty: 2242.220459
	Iteration 0F: 2 clusters Score -1070803 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -1064048.875000 Penalty: 4484.440918
	Iteration 0F: 3 clusters Score -1064049 nChanged 3478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -1065876.875000 Penalty: 4484.440918
	Iteration 1F: 3 clusters Score -1065877 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -1066104.375000 Penalty: 4484.440918
	Iteration 2F: 3 clusters Score -1066104 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -1066276.625000 Penalty: 4484.440918
	Iteration 3Q: 3 clusters Score -1066277 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -1066396.625000 Penalty: 4484.440918
	Iteration 4Q: 3 clusters Score -1066397 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -1066498.250000 Penalty: 4484.440918
	Iteration 5Q: 3 clusters Score -1066498 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -1066579.500000 Penalty: 4484.440918
	Iteration 6Q: 3 clusters Score -1066580 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -1066666.875000 Penalty: 4484.440918
	Iteration 7Q: 3 clusters Score -1066667 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -1066745.875000 Penalty: 4484.440918
	Iteration 8Q: 3 clusters Score -1066746 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -1066833.375000 Penalty: 4484.440918
	Iteration 9Q: 3 clusters Score -1066833 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -1066919.000000 Penalty: 4484.440918
	Iteration 10Q: 3 clusters Score -1066919 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -1067020.375000 Penalty: 4484.440918
	Iteration 11Q: 3 clusters Score -1067020 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -1067157.125000 Penalty: 4484.440918
	Iteration 12Q: 3 clusters Score -1067157 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -1067353.375000 Penalty: 4484.440918
	Iteration 13Q: 3 clusters Score -1067353 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -1067664.250000 Penalty: 4484.440918
	Iteration 14Q: 3 clusters Score -1067664 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -1068097.500000 Penalty: 4484.440918
	Iteration 15Q: 3 clusters Score -1068098 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -1068659.125000 Penalty: 4484.440918
	Iteration 16F: 3 clusters Score -1068659 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -1069327.500000 Penalty: 4484.440918
	Iteration 17F: 3 clusters Score -1069328 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -1069831.375000 Penalty: 4484.440918
	Iteration 18Q: 3 clusters Score -1069831 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -1070014.500000 Penalty: 4484.440918
	Iteration 19Q: 3 clusters Score -1070014 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -1070064.875000 Penalty: 4484.440918
	Iteration 20F: 3 clusters Score -1070065 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -1070078.625000 Penalty: 4484.440918
	Iteration 21Q: 3 clusters Score -1070079 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -1070084.625000 Penalty: 4484.440918
	Iteration 22Q: 3 clusters Score -1070085 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -1070085.875000 Penalty: 4484.440918
	Iteration 23Q: 3 clusters Score -1070086 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -1070087.500000 Penalty: 4484.440918
	Iteration 24Q: 3 clusters Score -1070088 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -1070090.625000 Penalty: 4484.440918
	Iteration 25Q: 3 clusters Score -1070091 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -1070090.500000 Penalty: 4484.440918
	Iteration 26Q: 3 clusters Score -1070090 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -1070090.500000 Penalty: 4484.440918
	Iteration 27F: 3 clusters Score -1070090 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (4228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Entering Unmasked Estep 
Score: -516907.437500 Penalty: 2070.672119
	Iteration 0F: 2 clusters Score -516907.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -512859.875000 Penalty: 4141.344238
	Iteration 0F: 3 clusters Score -512859.9 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -513823.125000 Penalty: 4141.344238
	Iteration 1F: 3 clusters Score -513823.1 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -514083.375000 Penalty: 4141.344238
	Iteration 2F: 3 clusters Score -514083.4 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -514249.406250 Penalty: 4141.344238
	Iteration 3F: 3 clusters Score -514249.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -514377.875000 Penalty: 4141.344238
	Iteration 4Q: 3 clusters Score -514377.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -514497.375000 Penalty: 4141.344238
	Iteration 5Q: 3 clusters Score -514497.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -514599.281250 Penalty: 4141.344238
	Iteration 6Q: 3 clusters Score -514599.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -514709.093750 Penalty: 4141.344238
	Iteration 7Q: 3 clusters Score -514709.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -514810.093750 Penalty: 4141.344238
	Iteration 8Q: 3 clusters Score -514810.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -514897.468750 Penalty: 4141.344238
	Iteration 9Q: 3 clusters Score -514897.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -514985.437500 Penalty: 4141.344238
	Iteration 10Q: 3 clusters Score -514985.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -515075.187500 Penalty: 4141.344238
	Iteration 11Q: 3 clusters Score -515075.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -515167.250000 Penalty: 4141.344238
	Iteration 12Q: 3 clusters Score -515167.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -515282.312500 Penalty: 4141.344238
	Iteration 13Q: 3 clusters Score -515282.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -515458.125000 Penalty: 4141.344238
	Iteration 14Q: 3 clusters Score -515458.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -515710.437500 Penalty: 4141.344238
	Iteration 15Q: 3 clusters Score -515710.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -515970.906250 Penalty: 4141.344238
	Iteration 16Q: 3 clusters Score -515970.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -516148.531250 Penalty: 4141.344238
	Iteration 17Q: 3 clusters Score -516148.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -516221.593750 Penalty: 4141.344238
	Iteration 18Q: 3 clusters Score -516221.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -516248.937500 Penalty: 4141.344238
	Iteration 19Q: 3 clusters Score -516248.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -516260.093750 Penalty: 4141.344238
	Iteration 20F: 3 clusters Score -516260.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -516268.562500 Penalty: 4141.344238
	Iteration 21Q: 3 clusters Score -516268.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -516272.031250 Penalty: 4141.344238
	Iteration 22Q: 3 clusters Score -516272 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -516276.468750 Penalty: 4141.344238
	Iteration 23Q: 3 clusters Score -516276.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -516277.625000 Penalty: 4141.344238
	Iteration 24Q: 3 clusters Score -516277.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -516278.531250 Penalty: 4141.344238
	Iteration 25Q: 3 clusters Score -516278.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -516279.031250 Penalty: 4141.344238
	Iteration 26Q: 3 clusters Score -516279 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -516279.031250 Penalty: 4141.344238
	Iteration 27F: 3 clusters Score -516279 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (5303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Entering Unmasked Estep 
Score: -666503.187500 Penalty: 2126.854980
	Iteration 0F: 2 clusters Score -666503.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -661810.000000 Penalty: 4253.709961
	Iteration 0F: 3 clusters Score -661810 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -662914.500000 Penalty: 4253.709961
	Iteration 1F: 3 clusters Score -662914.5 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -663148.000000 Penalty: 4253.709961
	Iteration 2F: 3 clusters Score -663148 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -663300.500000 Penalty: 4253.709961
	Iteration 3F: 3 clusters Score -663300.5 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -663387.062500 Penalty: 4253.709961
	Iteration 4Q: 3 clusters Score -663387.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -663458.062500 Penalty: 4253.709961
	Iteration 5Q: 3 clusters Score -663458.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -663525.312500 Penalty: 4253.709961
	Iteration 6Q: 3 clusters Score -663525.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -663589.625000 Penalty: 4253.709961
	Iteration 7Q: 3 clusters Score -663589.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -663653.125000 Penalty: 4253.709961
	Iteration 8Q: 3 clusters Score -663653.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -663708.250000 Penalty: 4253.709961
	Iteration 9Q: 3 clusters Score -663708.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -663746.562500 Penalty: 4253.709961
	Iteration 10Q: 3 clusters Score -663746.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -663782.687500 Penalty: 4253.709961
	Iteration 11Q: 3 clusters Score -663782.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -663817.500000 Penalty: 4253.709961
	Iteration 12Q: 3 clusters Score -663817.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -663852.625000 Penalty: 4253.709961
	Iteration 13Q: 3 clusters Score -663852.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -663883.750000 Penalty: 4253.709961
	Iteration 14Q: 3 clusters Score -663883.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -663909.500000 Penalty: 4253.709961
	Iteration 15Q: 3 clusters Score -663909.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -663937.000000 Penalty: 4253.709961
	Iteration 16Q: 3 clusters Score -663937 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -663969.375000 Penalty: 4253.709961
	Iteration 17Q: 3 clusters Score -663969.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -663997.437500 Penalty: 4253.709961
	Iteration 18Q: 3 clusters Score -663997.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -664023.312500 Penalty: 4253.709961
	Iteration 19Q: 3 clusters Score -664023.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -664055.375000 Penalty: 4253.709961
	Iteration 20F: 3 clusters Score -664055.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -664081.000000 Penalty: 4253.709961
	Iteration 21Q: 3 clusters Score -664081 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -664098.500000 Penalty: 4253.709961
	Iteration 22Q: 3 clusters Score -664098.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -664115.125000 Penalty: 4253.709961
	Iteration 23Q: 3 clusters Score -664115.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -664133.125000 Penalty: 4253.709961
	Iteration 24Q: 3 clusters Score -664133.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -664151.125000 Penalty: 4253.709961
	Iteration 25Q: 3 clusters Score -664151.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -664169.062500 Penalty: 4253.709961
	Iteration 26Q: 3 clusters Score -664169.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -664198.937500 Penalty: 4253.709961
	Iteration 27Q: 3 clusters Score -664198.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -664219.250000 Penalty: 4253.709961
	Iteration 28Q: 3 clusters Score -664219.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -664236.187500 Penalty: 4253.709961
	Iteration 29Q: 3 clusters Score -664236.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -664247.812500 Penalty: 4253.709961
	Iteration 30Q: 3 clusters Score -664247.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -664260.875000 Penalty: 4253.709961
	Iteration 31Q: 3 clusters Score -664260.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -664272.062500 Penalty: 4253.709961
	Iteration 32Q: 3 clusters Score -664272.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -664288.187500 Penalty: 4253.709961
	Iteration 33Q: 3 clusters Score -664288.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -664303.437500 Penalty: 4253.709961
	Iteration 34Q: 3 clusters Score -664303.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -664318.562500 Penalty: 4253.709961
	Iteration 35Q: 3 clusters Score -664318.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -664333.062500 Penalty: 4253.709961
	Iteration 36Q: 3 clusters Score -664333.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -664354.562500 Penalty: 4253.709961
	Iteration 37Q: 3 clusters Score -664354.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -664373.187500 Penalty: 4253.709961
	Iteration 38Q: 3 clusters Score -664373.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -664384.812500 Penalty: 4253.709961
	Iteration 39Q: 3 clusters Score -664384.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -664402.500000 Penalty: 4253.709961
	Iteration 40F: 3 clusters Score -664402.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -664413.562500 Penalty: 4253.709961
	Iteration 41Q: 3 clusters Score -664413.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -664427.250000 Penalty: 4253.709961
	Iteration 42Q: 3 clusters Score -664427.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -664439.250000 Penalty: 4253.709961
	Iteration 43Q: 3 clusters Score -664439.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -664448.125000 Penalty: 4253.709961
	Iteration 44Q: 3 clusters Score -664448.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -664455.625000 Penalty: 4253.709961
	Iteration 45Q: 3 clusters Score -664455.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -664458.625000 Penalty: 4253.709961
	Iteration 46Q: 3 clusters Score -664458.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -664464.000000 Penalty: 4253.709961
	Iteration 47Q: 3 clusters Score -664464 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -664465.750000 Penalty: 4253.709961
	Iteration 48Q: 3 clusters Score -664465.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -664467.812500 Penalty: 4253.709961
	Iteration 49Q: 3 clusters Score -664467.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -664469.312500 Penalty: 4253.709961
	Iteration 50Q: 3 clusters Score -664469.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -664470.875000 Penalty: 4253.709961
	Iteration 51Q: 3 clusters Score -664470.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -664471.375000 Penalty: 4253.709961
	Iteration 52Q: 3 clusters Score -664471.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -664473.562500 Penalty: 4253.709961
	Iteration 53Q: 3 clusters Score -664473.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -664473.375000 Penalty: 4253.709961
	Iteration 54Q: 3 clusters Score -664473.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -664475.437500 Penalty: 4253.709961
	Iteration 55Q: 3 clusters Score -664475.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -664480.125000 Penalty: 4253.709961
	Iteration 56Q: 3 clusters Score -664480.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -664489.000000 Penalty: 4253.709961
	Iteration 57Q: 3 clusters Score -664489 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -664493.750000 Penalty: 4253.709961
	Iteration 58Q: 3 clusters Score -664493.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -664497.625000 Penalty: 4253.709961
	Iteration 59Q: 3 clusters Score -664497.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -664503.875000 Penalty: 4253.709961
	Iteration 60F: 3 clusters Score -664503.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -664508.312500 Penalty: 4253.709961
	Iteration 61Q: 3 clusters Score -664508.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -664513.625000 Penalty: 4253.709961
	Iteration 62Q: 3 clusters Score -664513.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -664517.312500 Penalty: 4253.709961
	Iteration 63Q: 3 clusters Score -664517.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -664518.437500 Penalty: 4253.709961
	Iteration 64Q: 3 clusters Score -664518.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -664521.687500 Penalty: 4253.709961
	Iteration 65Q: 3 clusters Score -664521.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -664524.625000 Penalty: 4253.709961
	Iteration 66Q: 3 clusters Score -664524.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -664526.187500 Penalty: 4253.709961
	Iteration 67Q: 3 clusters Score -664526.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -664528.125000 Penalty: 4253.709961
	Iteration 68Q: 3 clusters Score -664528.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -664529.750000 Penalty: 4253.709961
	Iteration 69Q: 3 clusters Score -664529.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -664529.062500 Penalty: 4253.709961
	Iteration 70Q: 3 clusters Score -664529.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -664530.750000 Penalty: 4253.709961
	Iteration 71Q: 3 clusters Score -664530.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -664531.437500 Penalty: 4253.709961
	Iteration 72Q: 3 clusters Score -664531.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -664531.750000 Penalty: 4253.709961
	Iteration 73Q: 3 clusters Score -664531.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -664531.000000 Penalty: 4253.709961
	Iteration 74Q: 3 clusters Score -664531 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -664532.187500 Penalty: 4253.709961
	Iteration 75Q: 3 clusters Score -664532.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -664532.562500 Penalty: 4253.709961
	Iteration 76Q: 3 clusters Score -664532.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -664532.562500 Penalty: 4253.709961
	Iteration 77F: 3 clusters Score -664532.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (2905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Entering Unmasked Estep 
Score: -377439.531250 Penalty: 1977.598877
	Iteration 0F: 2 clusters Score -377439.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -374220.593750 Penalty: 3955.197754
	Iteration 0F: 3 clusters Score -374220.6 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -374818.687500 Penalty: 3955.197754
	Iteration 1F: 3 clusters Score -374818.7 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -374973.937500 Penalty: 3955.197754
	Iteration 2F: 3 clusters Score -374973.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -375066.031250 Penalty: 3955.197754
	Iteration 3Q: 3 clusters Score -375066 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -375121.437500 Penalty: 3955.197754
	Iteration 4Q: 3 clusters Score -375121.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -375157.812500 Penalty: 3955.197754
	Iteration 5Q: 3 clusters Score -375157.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -375181.125000 Penalty: 3955.197754
	Iteration 6Q: 3 clusters Score -375181.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -375197.312500 Penalty: 3955.197754
	Iteration 7Q: 3 clusters Score -375197.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -375208.250000 Penalty: 3955.197754
	Iteration 8Q: 3 clusters Score -375208.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -375217.625000 Penalty: 3955.197754
	Iteration 9Q: 3 clusters Score -375217.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -375223.281250 Penalty: 3955.197754
	Iteration 10Q: 3 clusters Score -375223.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -375228.906250 Penalty: 3955.197754
	Iteration 11Q: 3 clusters Score -375228.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -375238.031250 Penalty: 3955.197754
	Iteration 12Q: 3 clusters Score -375238 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -375243.406250 Penalty: 3955.197754
	Iteration 13Q: 3 clusters Score -375243.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -375246.687500 Penalty: 3955.197754
	Iteration 14Q: 3 clusters Score -375246.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -375250.968750 Penalty: 3955.197754
	Iteration 15Q: 3 clusters Score -375251 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -375254.281250 Penalty: 3955.197754
	Iteration 16Q: 3 clusters Score -375254.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -375260.468750 Penalty: 3955.197754
	Iteration 17Q: 3 clusters Score -375260.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -375266.000000 Penalty: 3955.197754
	Iteration 18Q: 3 clusters Score -375266 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -375269.343750 Penalty: 3955.197754
	Iteration 19Q: 3 clusters Score -375269.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -375274.468750 Penalty: 3955.197754
	Iteration 20F: 3 clusters Score -375274.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -375279.875000 Penalty: 3955.197754
	Iteration 21Q: 3 clusters Score -375279.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -375283.312500 Penalty: 3955.197754
	Iteration 22Q: 3 clusters Score -375283.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -375286.937500 Penalty: 3955.197754
	Iteration 23Q: 3 clusters Score -375286.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -375290.718750 Penalty: 3955.197754
	Iteration 24Q: 3 clusters Score -375290.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -375294.218750 Penalty: 3955.197754
	Iteration 25Q: 3 clusters Score -375294.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -375299.781250 Penalty: 3955.197754
	Iteration 26Q: 3 clusters Score -375299.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -375306.187500 Penalty: 3955.197754
	Iteration 27Q: 3 clusters Score -375306.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -375310.062500 Penalty: 3955.197754
	Iteration 28Q: 3 clusters Score -375310.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -375313.031250 Penalty: 3955.197754
	Iteration 29Q: 3 clusters Score -375313 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -375317.062500 Penalty: 3955.197754
	Iteration 30Q: 3 clusters Score -375317.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -375321.843750 Penalty: 3955.197754
	Iteration 31Q: 3 clusters Score -375321.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -375326.375000 Penalty: 3955.197754
	Iteration 32Q: 3 clusters Score -375326.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -375332.437500 Penalty: 3955.197754
	Iteration 33Q: 3 clusters Score -375332.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -375344.000000 Penalty: 3955.197754
	Iteration 34Q: 3 clusters Score -375344 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -375354.687500 Penalty: 3955.197754
	Iteration 35Q: 3 clusters Score -375354.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -375364.468750 Penalty: 3955.197754
	Iteration 36Q: 3 clusters Score -375364.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -375378.468750 Penalty: 3955.197754
	Iteration 37Q: 3 clusters Score -375378.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -375388.375000 Penalty: 3955.197754
	Iteration 38Q: 3 clusters Score -375388.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -375400.312500 Penalty: 3955.197754
	Iteration 39Q: 3 clusters Score -375400.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -375408.875000 Penalty: 3955.197754
	Iteration 40F: 3 clusters Score -375408.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -375415.656250 Penalty: 3955.197754
	Iteration 41Q: 3 clusters Score -375415.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -375419.500000 Penalty: 3955.197754
	Iteration 42Q: 3 clusters Score -375419.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -375425.062500 Penalty: 3955.197754
	Iteration 43Q: 3 clusters Score -375425.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -375427.750000 Penalty: 3955.197754
	Iteration 44Q: 3 clusters Score -375427.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -375432.031250 Penalty: 3955.197754
	Iteration 45Q: 3 clusters Score -375432 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -375435.875000 Penalty: 3955.197754
	Iteration 46Q: 3 clusters Score -375435.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -375437.531250 Penalty: 3955.197754
	Iteration 47Q: 3 clusters Score -375437.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -375439.906250 Penalty: 3955.197754
	Iteration 48Q: 3 clusters Score -375439.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -375442.062500 Penalty: 3955.197754
	Iteration 49Q: 3 clusters Score -375442.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -375445.500000 Penalty: 3955.197754
	Iteration 50Q: 3 clusters Score -375445.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -375449.968750 Penalty: 3955.197754
	Iteration 51Q: 3 clusters Score -375450 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -375455.250000 Penalty: 3955.197754
	Iteration 52Q: 3 clusters Score -375455.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -375461.062500 Penalty: 3955.197754
	Iteration 53Q: 3 clusters Score -375461.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -375471.593750 Penalty: 3955.197754
	Iteration 54Q: 3 clusters Score -375471.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -375478.125000 Penalty: 3955.197754
	Iteration 55Q: 3 clusters Score -375478.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -375483.000000 Penalty: 3955.197754
	Iteration 56Q: 3 clusters Score -375483 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -375485.437500 Penalty: 3955.197754
	Iteration 57Q: 3 clusters Score -375485.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -375488.000000 Penalty: 3955.197754
	Iteration 58Q: 3 clusters Score -375488 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -375491.156250 Penalty: 3955.197754
	Iteration 59Q: 3 clusters Score -375491.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -375495.531250 Penalty: 3955.197754
	Iteration 60F: 3 clusters Score -375495.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -375499.312500 Penalty: 3955.197754
	Iteration 61Q: 3 clusters Score -375499.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -375502.562500 Penalty: 3955.197754
	Iteration 62Q: 3 clusters Score -375502.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -375506.437500 Penalty: 3955.197754
	Iteration 63Q: 3 clusters Score -375506.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -375509.937500 Penalty: 3955.197754
	Iteration 64Q: 3 clusters Score -375509.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -375514.125000 Penalty: 3955.197754
	Iteration 65Q: 3 clusters Score -375514.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -375519.531250 Penalty: 3955.197754
	Iteration 66Q: 3 clusters Score -375519.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -375527.500000 Penalty: 3955.197754
	Iteration 67Q: 3 clusters Score -375527.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -375533.281250 Penalty: 3955.197754
	Iteration 68Q: 3 clusters Score -375533.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -375536.312500 Penalty: 3955.197754
	Iteration 69Q: 3 clusters Score -375536.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -375540.093750 Penalty: 3955.197754
	Iteration 70Q: 3 clusters Score -375540.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -375544.781250 Penalty: 3955.197754
	Iteration 71Q: 3 clusters Score -375544.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -375549.375000 Penalty: 3955.197754
	Iteration 72Q: 3 clusters Score -375549.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -375552.625000 Penalty: 3955.197754
	Iteration 73Q: 3 clusters Score -375552.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -375554.375000 Penalty: 3955.197754
	Iteration 74Q: 3 clusters Score -375554.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -375556.343750 Penalty: 3955.197754
	Iteration 75Q: 3 clusters Score -375556.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -375557.625000 Penalty: 3955.197754
	Iteration 76Q: 3 clusters Score -375557.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -375557.625000 Penalty: 3955.197754
	Iteration 77F: 3 clusters Score -375557.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (3698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Entering Unmasked Estep 
Score: -460513.968750 Penalty: 2037.455811
	Iteration 0F: 2 clusters Score -460514 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -456852.968750 Penalty: 4074.911621
	Iteration 0F: 3 clusters Score -456853 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -457626.781250 Penalty: 4074.911621
	Iteration 1F: 3 clusters Score -457626.8 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -457792.093750 Penalty: 4074.911621
	Iteration 2F: 3 clusters Score -457792.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -457901.375000 Penalty: 4074.911621
	Iteration 3Q: 3 clusters Score -457901.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -457975.875000 Penalty: 4074.911621
	Iteration 4Q: 3 clusters Score -457975.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -458031.406250 Penalty: 4074.911621
	Iteration 5Q: 3 clusters Score -458031.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -458074.250000 Penalty: 4074.911621
	Iteration 6Q: 3 clusters Score -458074.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -458106.468750 Penalty: 4074.911621
	Iteration 7Q: 3 clusters Score -458106.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -458130.968750 Penalty: 4074.911621
	Iteration 8Q: 3 clusters Score -458131 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -458151.625000 Penalty: 4074.911621
	Iteration 9Q: 3 clusters Score -458151.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -458171.500000 Penalty: 4074.911621
	Iteration 10Q: 3 clusters Score -458171.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -458189.593750 Penalty: 4074.911621
	Iteration 11Q: 3 clusters Score -458189.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -458210.125000 Penalty: 4074.911621
	Iteration 12Q: 3 clusters Score -458210.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -458227.875000 Penalty: 4074.911621
	Iteration 13Q: 3 clusters Score -458227.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -458242.843750 Penalty: 4074.911621
	Iteration 14Q: 3 clusters Score -458242.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -458261.312500 Penalty: 4074.911621
	Iteration 15Q: 3 clusters Score -458261.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -458278.312500 Penalty: 4074.911621
	Iteration 16Q: 3 clusters Score -458278.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -458295.343750 Penalty: 4074.911621
	Iteration 17Q: 3 clusters Score -458295.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -458316.281250 Penalty: 4074.911621
	Iteration 18Q: 3 clusters Score -458316.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -458334.468750 Penalty: 4074.911621
	Iteration 19Q: 3 clusters Score -458334.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -458352.312500 Penalty: 4074.911621
	Iteration 20F: 3 clusters Score -458352.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -458363.125000 Penalty: 4074.911621
	Iteration 21Q: 3 clusters Score -458363.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -458372.281250 Penalty: 4074.911621
	Iteration 22Q: 3 clusters Score -458372.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -458377.812500 Penalty: 4074.911621
	Iteration 23Q: 3 clusters Score -458377.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -458385.031250 Penalty: 4074.911621
	Iteration 24Q: 3 clusters Score -458385 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -458392.875000 Penalty: 4074.911621
	Iteration 25Q: 3 clusters Score -458392.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -458397.687500 Penalty: 4074.911621
	Iteration 26Q: 3 clusters Score -458397.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -458403.406250 Penalty: 4074.911621
	Iteration 27Q: 3 clusters Score -458403.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -458407.625000 Penalty: 4074.911621
	Iteration 28Q: 3 clusters Score -458407.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -458410.281250 Penalty: 4074.911621
	Iteration 29Q: 3 clusters Score -458410.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -458411.562500 Penalty: 4074.911621
	Iteration 30Q: 3 clusters Score -458411.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -458413.968750 Penalty: 4074.911621
	Iteration 31Q: 3 clusters Score -458414 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -458415.250000 Penalty: 4074.911621
	Iteration 32Q: 3 clusters Score -458415.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -458416.656250 Penalty: 4074.911621
	Iteration 33Q: 3 clusters Score -458416.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -458417.093750 Penalty: 4074.911621
	Iteration 34Q: 3 clusters Score -458417.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -458417.093750 Penalty: 4074.911621
	Iteration 35Q: 3 clusters Score -458417.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -458417.281250 Penalty: 4074.911621
	Iteration 36Q: 3 clusters Score -458417.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -458417.750000 Penalty: 4074.911621
	Iteration 37Q: 3 clusters Score -458417.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -458417.906250 Penalty: 4074.911621
	Iteration 38Q: 3 clusters Score -458417.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -458418.375000 Penalty: 4074.911621
	Iteration 39Q: 3 clusters Score -458418.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -458417.875000 Penalty: 4074.911621
	Iteration 40F: 3 clusters Score -458417.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -458419.531250 Penalty: 4074.911621
	Iteration 41Q: 3 clusters Score -458419.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -458420.937500 Penalty: 4074.911621
	Iteration 42Q: 3 clusters Score -458420.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -458422.875000 Penalty: 4074.911621
	Iteration 43Q: 3 clusters Score -458422.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -458426.406250 Penalty: 4074.911621
	Iteration 44Q: 3 clusters Score -458426.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -458430.968750 Penalty: 4074.911621
	Iteration 45Q: 3 clusters Score -458431 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -458435.406250 Penalty: 4074.911621
	Iteration 46Q: 3 clusters Score -458435.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -458439.062500 Penalty: 4074.911621
	Iteration 47Q: 3 clusters Score -458439.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -458442.968750 Penalty: 4074.911621
	Iteration 48Q: 3 clusters Score -458443 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -458446.218750 Penalty: 4074.911621
	Iteration 49Q: 3 clusters Score -458446.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -458447.843750 Penalty: 4074.911621
	Iteration 50Q: 3 clusters Score -458447.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -458454.531250 Penalty: 4074.911621
	Iteration 51Q: 3 clusters Score -458454.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -458463.343750 Penalty: 4074.911621
	Iteration 52Q: 3 clusters Score -458463.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -458468.562500 Penalty: 4074.911621
	Iteration 53Q: 3 clusters Score -458468.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -458476.656250 Penalty: 4074.911621
	Iteration 54Q: 3 clusters Score -458476.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -458487.156250 Penalty: 4074.911621
	Iteration 55Q: 3 clusters Score -458487.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -458491.906250 Penalty: 4074.911621
	Iteration 56Q: 3 clusters Score -458491.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -458499.687500 Penalty: 4074.911621
	Iteration 57Q: 3 clusters Score -458499.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -458508.593750 Penalty: 4074.911621
	Iteration 58Q: 3 clusters Score -458508.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -458518.625000 Penalty: 4074.911621
	Iteration 59Q: 3 clusters Score -458518.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -458528.531250 Penalty: 4074.911621
	Iteration 60F: 3 clusters Score -458528.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -458534.125000 Penalty: 4074.911621
	Iteration 61Q: 3 clusters Score -458534.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -458538.593750 Penalty: 4074.911621
	Iteration 62Q: 3 clusters Score -458538.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -458542.406250 Penalty: 4074.911621
	Iteration 63Q: 3 clusters Score -458542.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -458550.625000 Penalty: 4074.911621
	Iteration 64Q: 3 clusters Score -458550.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -458558.562500 Penalty: 4074.911621
	Iteration 65Q: 3 clusters Score -458558.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -458565.156250 Penalty: 4074.911621
	Iteration 66Q: 3 clusters Score -458565.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -458569.937500 Penalty: 4074.911621
	Iteration 67Q: 3 clusters Score -458569.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -458571.781250 Penalty: 4074.911621
	Iteration 68Q: 3 clusters Score -458571.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -458576.625000 Penalty: 4074.911621
	Iteration 69Q: 3 clusters Score -458576.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -458580.250000 Penalty: 4074.911621
	Iteration 70Q: 3 clusters Score -458580.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -458585.031250 Penalty: 4074.911621
	Iteration 71Q: 3 clusters Score -458585 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -458588.687500 Penalty: 4074.911621
	Iteration 72Q: 3 clusters Score -458588.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -458590.625000 Penalty: 4074.911621
	Iteration 73Q: 3 clusters Score -458590.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -458592.406250 Penalty: 4074.911621
	Iteration 74Q: 3 clusters Score -458592.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -458593.812500 Penalty: 4074.911621
	Iteration 75Q: 3 clusters Score -458593.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -458594.218750 Penalty: 4074.911621
	Iteration 76Q: 3 clusters Score -458594.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -458594.906250 Penalty: 4074.911621
	Iteration 77Q: 3 clusters Score -458594.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -458596.593750 Penalty: 4074.911621
	Iteration 78Q: 3 clusters Score -458596.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -458599.500000 Penalty: 4074.911621
	Iteration 79Q: 3 clusters Score -458599.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -458601.875000 Penalty: 4074.911621
	Iteration 80F: 3 clusters Score -458601.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -458605.093750 Penalty: 4074.911621
	Iteration 81Q: 3 clusters Score -458605.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -458605.062500 Penalty: 4074.911621
	Iteration 82Q: 3 clusters Score -458605.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -458607.625000 Penalty: 4074.911621
	Iteration 83Q: 3 clusters Score -458607.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -458609.906250 Penalty: 4074.911621
	Iteration 84Q: 3 clusters Score -458609.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -458615.250000 Penalty: 4074.911621
	Iteration 85Q: 3 clusters Score -458615.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -458619.156250 Penalty: 4074.911621
	Iteration 86Q: 3 clusters Score -458619.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -458621.281250 Penalty: 4074.911621
	Iteration 87Q: 3 clusters Score -458621.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -458622.750000 Penalty: 4074.911621
	Iteration 88Q: 3 clusters Score -458622.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -458626.781250 Penalty: 4074.911621
	Iteration 89Q: 3 clusters Score -458626.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -458629.375000 Penalty: 4074.911621
	Iteration 90Q: 3 clusters Score -458629.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -458630.906250 Penalty: 4074.911621
	Iteration 91Q: 3 clusters Score -458630.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -458631.531250 Penalty: 4074.911621
	Iteration 92Q: 3 clusters Score -458631.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -458631.531250 Penalty: 4074.911621
	Iteration 93F: 3 clusters Score -458631.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Entering Unmasked Estep 
Score: -33928.414062 Penalty: 1564.859741
	Iteration 0F: 2 clusters Score -33928.41 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 272 members 
Entering Unmasked Estep 
Score: -32716.867188 Penalty: 3129.719482
	Iteration 0F: 3 clusters Score -32716.87 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -33484.660156 Penalty: 3129.719482
	Iteration 1F: 3 clusters Score -33484.66 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -33738.273438 Penalty: 3129.719482
	Iteration 2F: 3 clusters Score -33738.27 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -33991.804688 Penalty: 3129.719482
	Iteration 3F: 3 clusters Score -33991.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -34085.617188 Penalty: 3129.719482
	Iteration 4Q: 3 clusters Score -34085.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -34105.734375 Penalty: 3129.719482
	Iteration 5Q: 3 clusters Score -34105.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -34107.867188 Penalty: 3129.719482
	Iteration 6Q: 3 clusters Score -34107.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -34119.417969 Penalty: 3129.719482
	Iteration 7Q: 3 clusters Score -34119.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -34119.417969 Penalty: 3129.719482
	Iteration 8F: 3 clusters Score -34119.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 52470 members 
Mstep: Class 3 contains 5283 members 
Mstep: Class 4 contains 27268 members 
Mstep: Class 5 contains 8398 members 
Mstep: Class 6 contains 4494 members 
Mstep: Class 7 contains 26566 members 
Mstep: Class 8 contains 804 members 
Mstep: Class 9 contains 10609 members 
Mstep: Class 10 contains 3005 members 
Mstep: Class 11 contains 37308 members 
Mstep: Class 12 contains 23431 members 
Mstep: Class 13 contains 215695 members 
Mstep: Class 14 contains 41086 members 
Mstep: Class 15 contains 988 members 
Mstep: Class 16 contains 28886 members 
Mstep: Class 17 contains 9473 members 
Mstep: Class 18 contains 14296 members 
Mstep: Class 19 contains 61769 members 
Mstep: Class 20 contains 11035 members 
Mstep: Class 21 contains 16376 members 
Mstep: Class 22 contains 2989 members 
Mstep: Class 23 contains 2567 members 
Mstep: Class 24 contains 18623 members 
Mstep: Class 25 contains 2066 members 
Mstep: Class 26 contains 22020 members 
Mstep: Class 27 contains 6160 members 
Mstep: Class 28 contains 4155 members 
Mstep: Class 29 contains 37334 members 
Mstep: Class 30 contains 4525 members 
Mstep: Class 31 contains 482 members 
Mstep: Class 32 contains 442 members 
Mstep: Class 33 contains 39438 members 
Mstep: Class 34 contains 638 members 
Mstep: Class 35 contains 8666 members 
Mstep: Class 36 contains 2455 members 
Mstep: Class 37 contains 164403 members 
Mstep: Class 38 contains 8444 members 
Mstep: Class 39 contains 4228 members 
Mstep: Class 40 contains 5303 members 
Mstep: Class 41 contains 2905 members 
Mstep: Class 42 contains 3698 members 
Mstep: Class 43 contains 162 members 
Mstep: Class 44 contains 3469 members 
Mstep: Class 45 contains 1909 members 
Mstep: Class 46 contains 362 members 
Mstep: Class 47 contains 5042 members 
Mstep: Class 48 contains 4963 members 
Mstep: Class 49 contains 4223 members 
Mstep: Class 50 contains 6288 members 
Mstep: Class 51 contains 175675 members 
Mstep: Class 52 contains 348 members 
Mstep: Class 53 contains 358 members 
Mstep: Class 54 contains 663 members 
Mstep: Class 55 contains 4241 members 
Mstep: Class 56 contains 2287 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 9745 members 
Mstep: Class 59 contains 3628 members 
Mstep: Class 60 contains 18150 members 
Mstep: Class 61 contains 255 members 
Mstep: Class 62 contains 1028 members 
Mstep: Class 63 contains 768 members 
Mstep: Class 64 contains 580 members 
Mstep: Class 65 contains 1140 members 
Mstep: Class 66 contains 388 members 
Mstep: Class 67 contains 436 members 
Mstep: Class 68 contains 725 members 
Entering Unmasked Estep 
Score: -147540320.000000 Penalty: 235893.484375
Splitting cluster 43 changes total score from -147541664.000000 to -147540320.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 44 (3469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Entering Unmasked Estep 
Score: -443402.531250 Penalty: 2021.602173
	Iteration 0F: 2 clusters Score -443402.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -439857.468750 Penalty: 4043.204346
	Iteration 0F: 3 clusters Score -439857.5 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -440588.531250 Penalty: 4043.204346
	Iteration 1F: 3 clusters Score -440588.5 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -440757.968750 Penalty: 4043.204346
	Iteration 2F: 3 clusters Score -440758 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -440854.031250 Penalty: 4043.204346
	Iteration 3Q: 3 clusters Score -440854 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -440924.187500 Penalty: 4043.204346
	Iteration 4Q: 3 clusters Score -440924.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -440984.437500 Penalty: 4043.204346
	Iteration 5Q: 3 clusters Score -440984.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -441035.750000 Penalty: 4043.204346
	Iteration 6Q: 3 clusters Score -441035.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -441070.281250 Penalty: 4043.204346
	Iteration 7Q: 3 clusters Score -441070.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -441103.937500 Penalty: 4043.204346
	Iteration 8Q: 3 clusters Score -441103.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -441133.656250 Penalty: 4043.204346
	Iteration 9Q: 3 clusters Score -441133.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -441165.218750 Penalty: 4043.204346
	Iteration 10Q: 3 clusters Score -441165.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -441191.875000 Penalty: 4043.204346
	Iteration 11Q: 3 clusters Score -441191.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -441209.718750 Penalty: 4043.204346
	Iteration 12Q: 3 clusters Score -441209.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -441224.187500 Penalty: 4043.204346
	Iteration 13Q: 3 clusters Score -441224.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -441235.406250 Penalty: 4043.204346
	Iteration 14Q: 3 clusters Score -441235.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -441244.500000 Penalty: 4043.204346
	Iteration 15Q: 3 clusters Score -441244.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -441258.781250 Penalty: 4043.204346
	Iteration 16Q: 3 clusters Score -441258.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -441273.000000 Penalty: 4043.204346
	Iteration 17Q: 3 clusters Score -441273 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -441287.937500 Penalty: 4043.204346
	Iteration 18Q: 3 clusters Score -441287.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -441305.781250 Penalty: 4043.204346
	Iteration 19Q: 3 clusters Score -441305.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -441326.156250 Penalty: 4043.204346
	Iteration 20F: 3 clusters Score -441326.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -441336.343750 Penalty: 4043.204346
	Iteration 21Q: 3 clusters Score -441336.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -441342.937500 Penalty: 4043.204346
	Iteration 22Q: 3 clusters Score -441342.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -441348.062500 Penalty: 4043.204346
	Iteration 23Q: 3 clusters Score -441348.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -441352.656250 Penalty: 4043.204346
	Iteration 24Q: 3 clusters Score -441352.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -441358.968750 Penalty: 4043.204346
	Iteration 25Q: 3 clusters Score -441359 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -441364.937500 Penalty: 4043.204346
	Iteration 26Q: 3 clusters Score -441364.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -441375.218750 Penalty: 4043.204346
	Iteration 27Q: 3 clusters Score -441375.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -441386.218750 Penalty: 4043.204346
	Iteration 28Q: 3 clusters Score -441386.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -441400.312500 Penalty: 4043.204346
	Iteration 29Q: 3 clusters Score -441400.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -441413.250000 Penalty: 4043.204346
	Iteration 30Q: 3 clusters Score -441413.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -441422.187500 Penalty: 4043.204346
	Iteration 31Q: 3 clusters Score -441422.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -441433.031250 Penalty: 4043.204346
	Iteration 32Q: 3 clusters Score -441433 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -441443.718750 Penalty: 4043.204346
	Iteration 33Q: 3 clusters Score -441443.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -441453.656250 Penalty: 4043.204346
	Iteration 34Q: 3 clusters Score -441453.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -441458.593750 Penalty: 4043.204346
	Iteration 35Q: 3 clusters Score -441458.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -441463.812500 Penalty: 4043.204346
	Iteration 36Q: 3 clusters Score -441463.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -441470.812500 Penalty: 4043.204346
	Iteration 37Q: 3 clusters Score -441470.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -441476.843750 Penalty: 4043.204346
	Iteration 38Q: 3 clusters Score -441476.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -441482.062500 Penalty: 4043.204346
	Iteration 39Q: 3 clusters Score -441482.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -441486.593750 Penalty: 4043.204346
	Iteration 40F: 3 clusters Score -441486.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -441488.500000 Penalty: 4043.204346
	Iteration 41Q: 3 clusters Score -441488.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -441493.687500 Penalty: 4043.204346
	Iteration 42Q: 3 clusters Score -441493.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -441496.718750 Penalty: 4043.204346
	Iteration 43Q: 3 clusters Score -441496.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -441497.062500 Penalty: 4043.204346
	Iteration 44Q: 3 clusters Score -441497.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -441499.468750 Penalty: 4043.204346
	Iteration 45Q: 3 clusters Score -441499.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -441501.531250 Penalty: 4043.204346
	Iteration 46Q: 3 clusters Score -441501.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -441502.218750 Penalty: 4043.204346
	Iteration 47Q: 3 clusters Score -441502.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -441503.406250 Penalty: 4043.204346
	Iteration 48Q: 3 clusters Score -441503.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -441504.281250 Penalty: 4043.204346
	Iteration 49Q: 3 clusters Score -441504.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -441504.281250 Penalty: 4043.204346
	Iteration 50F: 3 clusters Score -441504.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (1909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Entering Unmasked Estep 
Score: -239677.343750 Penalty: 1873.474976
	Iteration 0F: 2 clusters Score -239677.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -237139.359375 Penalty: 3746.949951
	Iteration 0F: 3 clusters Score -237139.4 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -237576.562500 Penalty: 3746.949951
	Iteration 1F: 3 clusters Score -237576.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -237678.078125 Penalty: 3746.949951
	Iteration 2F: 3 clusters Score -237678.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -237735.078125 Penalty: 3746.949951
	Iteration 3Q: 3 clusters Score -237735.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -237768.125000 Penalty: 3746.949951
	Iteration 4Q: 3 clusters Score -237768.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -237789.625000 Penalty: 3746.949951
	Iteration 5Q: 3 clusters Score -237789.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -237812.500000 Penalty: 3746.949951
	Iteration 6Q: 3 clusters Score -237812.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -237835.203125 Penalty: 3746.949951
	Iteration 7Q: 3 clusters Score -237835.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -237853.546875 Penalty: 3746.949951
	Iteration 8Q: 3 clusters Score -237853.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -237864.093750 Penalty: 3746.949951
	Iteration 9Q: 3 clusters Score -237864.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -237873.593750 Penalty: 3746.949951
	Iteration 10Q: 3 clusters Score -237873.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -237881.406250 Penalty: 3746.949951
	Iteration 11Q: 3 clusters Score -237881.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -237886.218750 Penalty: 3746.949951
	Iteration 12Q: 3 clusters Score -237886.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -237887.421875 Penalty: 3746.949951
	Iteration 13Q: 3 clusters Score -237887.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -237890.187500 Penalty: 3746.949951
	Iteration 14Q: 3 clusters Score -237890.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -237891.546875 Penalty: 3746.949951
	Iteration 15Q: 3 clusters Score -237891.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -237891.546875 Penalty: 3746.949951
	Iteration 16F: 3 clusters Score -237891.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Entering Unmasked Estep 
Score: -48669.035156 Penalty: 1461.127686
	Iteration 0F: 2 clusters Score -48669.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -47392.910156 Penalty: 2922.255371
	Iteration 0F: 3 clusters Score -47392.91 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -47862.824219 Penalty: 2922.255371
	Iteration 1F: 3 clusters Score -47862.82 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -48042.761719 Penalty: 2922.255371
	Iteration 2F: 3 clusters Score -48042.76 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -48106.890625 Penalty: 2922.255371
	Iteration 3Q: 3 clusters Score -48106.89 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -48223.585938 Penalty: 2922.255371
	Iteration 4Q: 3 clusters Score -48223.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -48305.347656 Penalty: 2922.255371
	Iteration 5Q: 3 clusters Score -48305.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -48337.210938 Penalty: 2922.255371
	Iteration 6Q: 3 clusters Score -48337.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -48393.332031 Penalty: 2922.255371
	Iteration 7Q: 3 clusters Score -48393.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -48419.339844 Penalty: 2922.255371
	Iteration 8Q: 3 clusters Score -48419.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -48422.609375 Penalty: 2922.255371
	Iteration 9Q: 3 clusters Score -48422.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -48426.914062 Penalty: 2922.255371
	Iteration 10Q: 3 clusters Score -48426.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -48432.082031 Penalty: 2922.255371
	Iteration 11Q: 3 clusters Score -48432.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -48431.964844 Penalty: 2922.255371
	Iteration 12Q: 3 clusters Score -48431.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -48431.964844 Penalty: 2922.255371
	Iteration 13F: 3 clusters Score -48431.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (5042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Entering Unmasked Estep 
Score: -533614.937500 Penalty: 2114.338379
	Iteration 0F: 2 clusters Score -533614.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -529139.250000 Penalty: 4228.676758
	Iteration 0F: 3 clusters Score -529139.2 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -530413.062500 Penalty: 4228.676758
	Iteration 1F: 3 clusters Score -530413.1 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -530904.937500 Penalty: 4228.676758
	Iteration 2F: 3 clusters Score -530904.9 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -531279.687500 Penalty: 4228.676758
	Iteration 3F: 3 clusters Score -531279.7 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -531549.500000 Penalty: 4228.676758
	Iteration 4F: 3 clusters Score -531549.5 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -531775.437500 Penalty: 4228.676758
	Iteration 5Q: 3 clusters Score -531775.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -531983.562500 Penalty: 4228.676758
	Iteration 6Q: 3 clusters Score -531983.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -532162.375000 Penalty: 4228.676758
	Iteration 7Q: 3 clusters Score -532162.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -532305.062500 Penalty: 4228.676758
	Iteration 8Q: 3 clusters Score -532305.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -532420.062500 Penalty: 4228.676758
	Iteration 9Q: 3 clusters Score -532420.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -532525.937500 Penalty: 4228.676758
	Iteration 10Q: 3 clusters Score -532525.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -532610.000000 Penalty: 4228.676758
	Iteration 11Q: 3 clusters Score -532610 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -532679.875000 Penalty: 4228.676758
	Iteration 12Q: 3 clusters Score -532679.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -532731.625000 Penalty: 4228.676758
	Iteration 13Q: 3 clusters Score -532731.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -532776.125000 Penalty: 4228.676758
	Iteration 14Q: 3 clusters Score -532776.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -532808.375000 Penalty: 4228.676758
	Iteration 15Q: 3 clusters Score -532808.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -532839.250000 Penalty: 4228.676758
	Iteration 16Q: 3 clusters Score -532839.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -532872.187500 Penalty: 4228.676758
	Iteration 17Q: 3 clusters Score -532872.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -532892.250000 Penalty: 4228.676758
	Iteration 18Q: 3 clusters Score -532892.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -532910.250000 Penalty: 4228.676758
	Iteration 19Q: 3 clusters Score -532910.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -532924.812500 Penalty: 4228.676758
	Iteration 20F: 3 clusters Score -532924.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -532936.500000 Penalty: 4228.676758
	Iteration 21Q: 3 clusters Score -532936.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -532947.000000 Penalty: 4228.676758
	Iteration 22Q: 3 clusters Score -532947 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -532954.937500 Penalty: 4228.676758
	Iteration 23Q: 3 clusters Score -532954.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -532962.125000 Penalty: 4228.676758
	Iteration 24Q: 3 clusters Score -532962.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -532970.750000 Penalty: 4228.676758
	Iteration 25Q: 3 clusters Score -532970.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -532974.812500 Penalty: 4228.676758
	Iteration 26Q: 3 clusters Score -532974.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -532975.250000 Penalty: 4228.676758
	Iteration 27Q: 3 clusters Score -532975.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -532978.437500 Penalty: 4228.676758
	Iteration 28Q: 3 clusters Score -532978.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -532979.500000 Penalty: 4228.676758
	Iteration 29Q: 3 clusters Score -532979.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -532980.750000 Penalty: 4228.676758
	Iteration 30Q: 3 clusters Score -532980.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -532981.312500 Penalty: 4228.676758
	Iteration 31Q: 3 clusters Score -532981.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -532983.812500 Penalty: 4228.676758
	Iteration 32Q: 3 clusters Score -532983.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -532984.125000 Penalty: 4228.676758
	Iteration 33Q: 3 clusters Score -532984.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -532985.375000 Penalty: 4228.676758
	Iteration 34Q: 3 clusters Score -532985.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -532985.562500 Penalty: 4228.676758
	Iteration 35Q: 3 clusters Score -532985.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -532985.625000 Penalty: 4228.676758
	Iteration 36Q: 3 clusters Score -532985.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -532985.625000 Penalty: 4228.676758
	Iteration 37F: 3 clusters Score -532985.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (4963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Entering Unmasked Estep 
Score: -697679.687500 Penalty: 2110.421875
	Iteration 0F: 2 clusters Score -697679.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -693613.750000 Penalty: 4220.843750
	Iteration 0F: 3 clusters Score -693613.8 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -697177.500000 Penalty: 4220.843750
	Iteration 1F: 3 clusters Score -697177.5 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -699256.312500 Penalty: 4220.843750
	Iteration 2F: 3 clusters Score -699256.3 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -700795.125000 Penalty: 4220.843750
	Iteration 3F: 3 clusters Score -700795.1 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -701478.937500 Penalty: 4220.843750
	Iteration 4F: 3 clusters Score -701478.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -701911.312500 Penalty: 4220.843750
	Iteration 5Q: 3 clusters Score -701911.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -702264.625000 Penalty: 4220.843750
	Iteration 6Q: 3 clusters Score -702264.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -702550.125000 Penalty: 4220.843750
	Iteration 7Q: 3 clusters Score -702550.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -702807.000000 Penalty: 4220.843750
	Iteration 8Q: 3 clusters Score -702807 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -702992.812500 Penalty: 4220.843750
	Iteration 9Q: 3 clusters Score -702992.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -703105.187500 Penalty: 4220.843750
	Iteration 10Q: 3 clusters Score -703105.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -703198.312500 Penalty: 4220.843750
	Iteration 11Q: 3 clusters Score -703198.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -703297.312500 Penalty: 4220.843750
	Iteration 12Q: 3 clusters Score -703297.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -703399.250000 Penalty: 4220.843750
	Iteration 13Q: 3 clusters Score -703399.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -703498.500000 Penalty: 4220.843750
	Iteration 14Q: 3 clusters Score -703498.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -703563.875000 Penalty: 4220.843750
	Iteration 15Q: 3 clusters Score -703563.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -703591.812500 Penalty: 4220.843750
	Iteration 16Q: 3 clusters Score -703591.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -703629.375000 Penalty: 4220.843750
	Iteration 17Q: 3 clusters Score -703629.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -703651.125000 Penalty: 4220.843750
	Iteration 18Q: 3 clusters Score -703651.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -703670.687500 Penalty: 4220.843750
	Iteration 19Q: 3 clusters Score -703670.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -703704.000000 Penalty: 4220.843750
	Iteration 20F: 3 clusters Score -703704 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -703738.312500 Penalty: 4220.843750
	Iteration 21Q: 3 clusters Score -703738.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -703793.500000 Penalty: 4220.843750
	Iteration 22Q: 3 clusters Score -703793.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -703801.187500 Penalty: 4220.843750
	Iteration 23Q: 3 clusters Score -703801.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -703808.187500 Penalty: 4220.843750
	Iteration 24Q: 3 clusters Score -703808.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -703814.375000 Penalty: 4220.843750
	Iteration 25Q: 3 clusters Score -703814.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -703813.437500 Penalty: 4220.843750
	Iteration 26Q: 3 clusters Score -703813.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -703813.437500 Penalty: 4220.843750
	Iteration 27F: 3 clusters Score -703813.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 52470 members 
Mstep: Class 3 contains 5283 members 
Mstep: Class 4 contains 27268 members 
Mstep: Class 5 contains 8398 members 
Mstep: Class 6 contains 4494 members 
Mstep: Class 7 contains 26566 members 
Mstep: Class 8 contains 804 members 
Mstep: Class 9 contains 10609 members 
Mstep: Class 10 contains 3005 members 
Mstep: Class 11 contains 37308 members 
Mstep: Class 12 contains 23431 members 
Mstep: Class 13 contains 215695 members 
Mstep: Class 14 contains 41086 members 
Mstep: Class 15 contains 988 members 
Mstep: Class 16 contains 28886 members 
Mstep: Class 17 contains 9473 members 
Mstep: Class 18 contains 14296 members 
Mstep: Class 19 contains 61769 members 
Mstep: Class 20 contains 11035 members 
Mstep: Class 21 contains 16376 members 
Mstep: Class 22 contains 2989 members 
Mstep: Class 23 contains 2567 members 
Mstep: Class 24 contains 18623 members 
Mstep: Class 25 contains 2066 members 
Mstep: Class 26 contains 22020 members 
Mstep: Class 27 contains 6160 members 
Mstep: Class 28 contains 4155 members 
Mstep: Class 29 contains 37334 members 
Mstep: Class 30 contains 4525 members 
Mstep: Class 31 contains 482 members 
Mstep: Class 32 contains 442 members 
Mstep: Class 33 contains 39438 members 
Mstep: Class 34 contains 638 members 
Mstep: Class 35 contains 8666 members 
Mstep: Class 36 contains 2455 members 
Mstep: Class 37 contains 164403 members 
Mstep: Class 38 contains 8444 members 
Mstep: Class 39 contains 4228 members 
Mstep: Class 40 contains 5303 members 
Mstep: Class 41 contains 2905 members 
Mstep: Class 42 contains 3698 members 
Mstep: Class 43 contains 550 members 
Mstep: Class 44 contains 3469 members 
Mstep: Class 45 contains 1909 members 
Mstep: Class 46 contains 362 members 
Mstep: Class 47 contains 5042 members 
Mstep: Class 48 contains 1831 members 
Mstep: Class 49 contains 4223 members 
Mstep: Class 50 contains 6288 members 
Mstep: Class 51 contains 175675 members 
Mstep: Class 52 contains 348 members 
Mstep: Class 53 contains 358 members 
Mstep: Class 54 contains 663 members 
Mstep: Class 55 contains 4241 members 
Mstep: Class 56 contains 2287 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 9745 members 
Mstep: Class 59 contains 3628 members 
Mstep: Class 60 contains 18150 members 
Mstep: Class 61 contains 255 members 
Mstep: Class 62 contains 1028 members 
Mstep: Class 63 contains 768 members 
Mstep: Class 64 contains 580 members 
Mstep: Class 65 contains 1140 members 
Mstep: Class 66 contains 3132 members 
Mstep: Class 67 contains 436 members 
Mstep: Class 68 contains 725 members 
Entering Unmasked Estep 
Score: -147547376.000000 Penalty: 235893.484375
Splitting cluster 48 changes total score from -147541664.000000 to -147547376.000000
So it's getting split into cluster 66.
Entering ConstructFrom: 
Trying to split cluster 49 (4223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Entering Unmasked Estep 
Score: -532828.625000 Penalty: 2070.378662
	Iteration 0F: 2 clusters Score -532828.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -528775.500000 Penalty: 4140.757324
	Iteration 0F: 3 clusters Score -528775.5 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -529699.687500 Penalty: 4140.757324
	Iteration 1F: 3 clusters Score -529699.7 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -529907.937500 Penalty: 4140.757324
	Iteration 2F: 3 clusters Score -529907.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -530029.750000 Penalty: 4140.757324
	Iteration 3Q: 3 clusters Score -530029.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -530119.562500 Penalty: 4140.757324
	Iteration 4Q: 3 clusters Score -530119.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -530185.312500 Penalty: 4140.757324
	Iteration 5Q: 3 clusters Score -530185.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -530246.375000 Penalty: 4140.757324
	Iteration 6Q: 3 clusters Score -530246.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -530300.687500 Penalty: 4140.757324
	Iteration 7Q: 3 clusters Score -530300.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -530352.000000 Penalty: 4140.757324
	Iteration 8Q: 3 clusters Score -530352 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -530408.000000 Penalty: 4140.757324
	Iteration 9Q: 3 clusters Score -530408 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -530459.375000 Penalty: 4140.757324
	Iteration 10Q: 3 clusters Score -530459.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -530515.937500 Penalty: 4140.757324
	Iteration 11Q: 3 clusters Score -530515.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -530569.000000 Penalty: 4140.757324
	Iteration 12Q: 3 clusters Score -530569 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -530615.562500 Penalty: 4140.757324
	Iteration 13Q: 3 clusters Score -530615.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -530663.000000 Penalty: 4140.757324
	Iteration 14Q: 3 clusters Score -530663 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -530696.250000 Penalty: 4140.757324
	Iteration 15Q: 3 clusters Score -530696.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -530727.187500 Penalty: 4140.757324
	Iteration 16Q: 3 clusters Score -530727.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -530751.562500 Penalty: 4140.757324
	Iteration 17Q: 3 clusters Score -530751.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -530775.187500 Penalty: 4140.757324
	Iteration 18Q: 3 clusters Score -530775.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -530791.812500 Penalty: 4140.757324
	Iteration 19Q: 3 clusters Score -530791.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -530803.687500 Penalty: 4140.757324
	Iteration 20F: 3 clusters Score -530803.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -530816.187500 Penalty: 4140.757324
	Iteration 21Q: 3 clusters Score -530816.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -530829.437500 Penalty: 4140.757324
	Iteration 22Q: 3 clusters Score -530829.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -530839.812500 Penalty: 4140.757324
	Iteration 23Q: 3 clusters Score -530839.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -530851.125000 Penalty: 4140.757324
	Iteration 24Q: 3 clusters Score -530851.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -530861.625000 Penalty: 4140.757324
	Iteration 25Q: 3 clusters Score -530861.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -530871.687500 Penalty: 4140.757324
	Iteration 26Q: 3 clusters Score -530871.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -530883.875000 Penalty: 4140.757324
	Iteration 27Q: 3 clusters Score -530883.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -530896.125000 Penalty: 4140.757324
	Iteration 28Q: 3 clusters Score -530896.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -530903.937500 Penalty: 4140.757324
	Iteration 29Q: 3 clusters Score -530903.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -530915.312500 Penalty: 4140.757324
	Iteration 30Q: 3 clusters Score -530915.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -530926.562500 Penalty: 4140.757324
	Iteration 31Q: 3 clusters Score -530926.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -530940.125000 Penalty: 4140.757324
	Iteration 32Q: 3 clusters Score -530940.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -530948.437500 Penalty: 4140.757324
	Iteration 33Q: 3 clusters Score -530948.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -530955.875000 Penalty: 4140.757324
	Iteration 34Q: 3 clusters Score -530955.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -530960.562500 Penalty: 4140.757324
	Iteration 35Q: 3 clusters Score -530960.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -530964.312500 Penalty: 4140.757324
	Iteration 36Q: 3 clusters Score -530964.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -530970.312500 Penalty: 4140.757324
	Iteration 37Q: 3 clusters Score -530970.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -530973.750000 Penalty: 4140.757324
	Iteration 38Q: 3 clusters Score -530973.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -530977.437500 Penalty: 4140.757324
	Iteration 39Q: 3 clusters Score -530977.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -530980.312500 Penalty: 4140.757324
	Iteration 40F: 3 clusters Score -530980.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -530983.562500 Penalty: 4140.757324
	Iteration 41Q: 3 clusters Score -530983.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -530987.625000 Penalty: 4140.757324
	Iteration 42Q: 3 clusters Score -530987.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -530991.750000 Penalty: 4140.757324
	Iteration 43Q: 3 clusters Score -530991.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -530993.687500 Penalty: 4140.757324
	Iteration 44Q: 3 clusters Score -530993.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -530995.812500 Penalty: 4140.757324
	Iteration 45Q: 3 clusters Score -530995.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -530997.187500 Penalty: 4140.757324
	Iteration 46Q: 3 clusters Score -530997.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -530998.375000 Penalty: 4140.757324
	Iteration 47Q: 3 clusters Score -530998.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -530999.812500 Penalty: 4140.757324
	Iteration 48Q: 3 clusters Score -530999.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -530999.812500 Penalty: 4140.757324
	Iteration 49F: 3 clusters Score -530999.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (6288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Entering Unmasked Estep 
Score: -790913.875000 Penalty: 2169.106689
	Iteration 0F: 2 clusters Score -790913.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -785575.750000 Penalty: 4338.213379
	Iteration 0F: 3 clusters Score -785575.8 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -786879.875000 Penalty: 4338.213379
	Iteration 1F: 3 clusters Score -786879.9 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -787128.687500 Penalty: 4338.213379
	Iteration 2F: 3 clusters Score -787128.7 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -787292.187500 Penalty: 4338.213379
	Iteration 3F: 3 clusters Score -787292.2 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -787410.250000 Penalty: 4338.213379
	Iteration 4Q: 3 clusters Score -787410.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -787520.437500 Penalty: 4338.213379
	Iteration 5Q: 3 clusters Score -787520.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -787631.625000 Penalty: 4338.213379
	Iteration 6Q: 3 clusters Score -787631.6 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -787761.437500 Penalty: 4338.213379
	Iteration 7Q: 3 clusters Score -787761.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -787878.562500 Penalty: 4338.213379
	Iteration 8Q: 3 clusters Score -787878.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -787992.375000 Penalty: 4338.213379
	Iteration 9Q: 3 clusters Score -787992.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -788098.875000 Penalty: 4338.213379
	Iteration 10Q: 3 clusters Score -788098.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -788215.062500 Penalty: 4338.213379
	Iteration 11Q: 3 clusters Score -788215.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -788329.187500 Penalty: 4338.213379
	Iteration 12Q: 3 clusters Score -788329.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -788439.312500 Penalty: 4338.213379
	Iteration 13Q: 3 clusters Score -788439.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -788539.437500 Penalty: 4338.213379
	Iteration 14Q: 3 clusters Score -788539.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -788622.250000 Penalty: 4338.213379
	Iteration 15Q: 3 clusters Score -788622.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -788684.937500 Penalty: 4338.213379
	Iteration 16Q: 3 clusters Score -788684.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -788745.062500 Penalty: 4338.213379
	Iteration 17Q: 3 clusters Score -788745.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -788815.625000 Penalty: 4338.213379
	Iteration 18Q: 3 clusters Score -788815.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -788890.000000 Penalty: 4338.213379
	Iteration 19Q: 3 clusters Score -788890 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -788963.187500 Penalty: 4338.213379
	Iteration 20F: 3 clusters Score -788963.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -789044.812500 Penalty: 4338.213379
	Iteration 21Q: 3 clusters Score -789044.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -789093.437500 Penalty: 4338.213379
	Iteration 22Q: 3 clusters Score -789093.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -789138.750000 Penalty: 4338.213379
	Iteration 23Q: 3 clusters Score -789138.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -789184.125000 Penalty: 4338.213379
	Iteration 24Q: 3 clusters Score -789184.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -789224.812500 Penalty: 4338.213379
	Iteration 25Q: 3 clusters Score -789224.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -789262.375000 Penalty: 4338.213379
	Iteration 26Q: 3 clusters Score -789262.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -789285.125000 Penalty: 4338.213379
	Iteration 27Q: 3 clusters Score -789285.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -789302.687500 Penalty: 4338.213379
	Iteration 28Q: 3 clusters Score -789302.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -789314.125000 Penalty: 4338.213379
	Iteration 29Q: 3 clusters Score -789314.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -789326.687500 Penalty: 4338.213379
	Iteration 30Q: 3 clusters Score -789326.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -789330.562500 Penalty: 4338.213379
	Iteration 31Q: 3 clusters Score -789330.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -789332.875000 Penalty: 4338.213379
	Iteration 32Q: 3 clusters Score -789332.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -789332.875000 Penalty: 4338.213379
	Iteration 33F: 3 clusters Score -789332.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (175675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175675 members 
Entering Unmasked Estep 
Score: -22588140.000000 Penalty: 2994.945068
	Iteration 0F: 2 clusters Score -2.258814e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87788 members 
Mstep: Class 2 contains 87887 members 
Entering Unmasked Estep 
Score: -22470630.000000 Penalty: 5989.890137
	Iteration 0F: 3 clusters Score -2.247063e+07 nChanged 84223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88847 members 
Mstep: Class 2 contains 86828 members 
Entering Unmasked Estep 
Score: -22519230.000000 Penalty: 5989.890137
	Iteration 1F: 3 clusters Score -2.251923e+07 nChanged 5096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89553 members 
Mstep: Class 2 contains 86122 members 
Entering Unmasked Estep 
Score: -22520480.000000 Penalty: 5989.890137
	Iteration 2Q: 3 clusters Score -2.252048e+07 nChanged 5466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90681 members 
Mstep: Class 2 contains 84994 members 
Entering Unmasked Estep 
Score: -22521850.000000 Penalty: 5989.890137
	Iteration 3Q: 3 clusters Score -2.252185e+07 nChanged 6147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92392 members 
Mstep: Class 2 contains 83283 members 
Entering Unmasked Estep 
Score: -22523658.000000 Penalty: 5989.890137
	Iteration 4Q: 3 clusters Score -2.252366e+07 nChanged 7207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94945 members 
Mstep: Class 2 contains 80730 members 
Entering Unmasked Estep 
Score: -22526316.000000 Penalty: 5989.890137
	Iteration 5Q: 3 clusters Score -2.252632e+07 nChanged 8354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98653 members 
Mstep: Class 2 contains 77022 members 
Entering Unmasked Estep 
Score: -22530064.000000 Penalty: 5989.890137
	Iteration 6Q: 3 clusters Score -2.253006e+07 nChanged 9322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103775 members 
Mstep: Class 2 contains 71900 members 
Entering Unmasked Estep 
Score: -22534878.000000 Penalty: 5989.890137
	Iteration 7F: 3 clusters Score -2.253488e+07 nChanged 10045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110312 members 
Mstep: Class 2 contains 65363 members 
Entering Unmasked Estep 
Score: -22540726.000000 Penalty: 5989.890137
	Iteration 8F: 3 clusters Score -2.254073e+07 nChanged 10296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117760 members 
Mstep: Class 2 contains 57915 members 
Entering Unmasked Estep 
Score: -22547446.000000 Penalty: 5989.890137
	Iteration 9F: 3 clusters Score -2.254745e+07 nChanged 9604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125114 members 
Mstep: Class 2 contains 50561 members 
Entering Unmasked Estep 
Score: -22554632.000000 Penalty: 5989.890137
	Iteration 10F: 3 clusters Score -2.255463e+07 nChanged 8420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131692 members 
Mstep: Class 2 contains 43983 members 
Entering Unmasked Estep 
Score: -22560816.000000 Penalty: 5989.890137
	Iteration 11Q: 3 clusters Score -2.256082e+07 nChanged 6780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137300 members 
Mstep: Class 2 contains 38375 members 
Entering Unmasked Estep 
Score: -22565438.000000 Penalty: 5989.890137
	Iteration 12Q: 3 clusters Score -2.256544e+07 nChanged 5362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142356 members 
Mstep: Class 2 contains 33319 members 
Entering Unmasked Estep 
Score: -22568446.000000 Penalty: 5989.890137
	Iteration 13Q: 3 clusters Score -2.256845e+07 nChanged 4688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147026 members 
Mstep: Class 2 contains 28649 members 
Entering Unmasked Estep 
Score: -22571134.000000 Penalty: 5989.890137
	Iteration 14Q: 3 clusters Score -2.257113e+07 nChanged 4334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151358 members 
Mstep: Class 2 contains 24317 members 
Entering Unmasked Estep 
Score: -22573690.000000 Penalty: 5989.890137
	Iteration 15Q: 3 clusters Score -2.257369e+07 nChanged 3884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155238 members 
Mstep: Class 2 contains 20437 members 
Entering Unmasked Estep 
Score: -22576460.000000 Penalty: 5989.890137
	Iteration 16Q: 3 clusters Score -2.257646e+07 nChanged 3448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158684 members 
Mstep: Class 2 contains 16991 members 
Entering Unmasked Estep 
Score: -22578724.000000 Penalty: 5989.890137
	Iteration 17Q: 3 clusters Score -2.257872e+07 nChanged 2889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161571 members 
Mstep: Class 2 contains 14104 members 
Entering Unmasked Estep 
Score: -22580614.000000 Penalty: 5989.890137
	Iteration 18Q: 3 clusters Score -2.258061e+07 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163862 members 
Mstep: Class 2 contains 11813 members 
Entering Unmasked Estep 
Score: -22582070.000000 Penalty: 5989.890137
	Iteration 19Q: 3 clusters Score -2.258207e+07 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165727 members 
Mstep: Class 2 contains 9948 members 
Entering Unmasked Estep 
Score: -22583158.000000 Penalty: 5989.890137
	Iteration 20F: 3 clusters Score -2.258316e+07 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167210 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -22584066.000000 Penalty: 5989.890137
	Iteration 21Q: 3 clusters Score -2.258407e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168349 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -22584824.000000 Penalty: 5989.890137
	Iteration 22Q: 3 clusters Score -2.258482e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169265 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -22585214.000000 Penalty: 5989.890137
	Iteration 23Q: 3 clusters Score -2.258521e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170017 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -22585602.000000 Penalty: 5989.890137
	Iteration 24Q: 3 clusters Score -2.25856e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170601 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -22585874.000000 Penalty: 5989.890137
	Iteration 25Q: 3 clusters Score -2.258587e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171083 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -22586024.000000 Penalty: 5989.890137
	Iteration 26Q: 3 clusters Score -2.258602e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171432 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -22586122.000000 Penalty: 5989.890137
	Iteration 27Q: 3 clusters Score -2.258612e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171699 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -22586216.000000 Penalty: 5989.890137
	Iteration 28Q: 3 clusters Score -2.258622e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171941 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -22586262.000000 Penalty: 5989.890137
	Iteration 29Q: 3 clusters Score -2.258626e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172107 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -22586284.000000 Penalty: 5989.890137
	Iteration 30Q: 3 clusters Score -2.258628e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172227 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -22586332.000000 Penalty: 5989.890137
	Iteration 31Q: 3 clusters Score -2.258633e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172320 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -22586328.000000 Penalty: 5989.890137
	Iteration 32Q: 3 clusters Score -2.258633e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172398 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -22586352.000000 Penalty: 5989.890137
	Iteration 33Q: 3 clusters Score -2.258635e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172467 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -22586346.000000 Penalty: 5989.890137
	Iteration 34Q: 3 clusters Score -2.258635e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172525 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -22586350.000000 Penalty: 5989.890137
	Iteration 35Q: 3 clusters Score -2.258635e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172578 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -22586360.000000 Penalty: 5989.890137
	Iteration 36Q: 3 clusters Score -2.258636e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172619 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -22586356.000000 Penalty: 5989.890137
	Iteration 37Q: 3 clusters Score -2.258636e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172663 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -22586368.000000 Penalty: 5989.890137
	Iteration 38Q: 3 clusters Score -2.258637e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172697 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -22586382.000000 Penalty: 5989.890137
	Iteration 39Q: 3 clusters Score -2.258638e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172737 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -22586416.000000 Penalty: 5989.890137
	Iteration 40F: 3 clusters Score -2.258642e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172768 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -22586400.000000 Penalty: 5989.890137
	Iteration 41Q: 3 clusters Score -2.25864e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172794 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -22586432.000000 Penalty: 5989.890137
	Iteration 42Q: 3 clusters Score -2.258643e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172820 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -22586432.000000 Penalty: 5989.890137
	Iteration 43Q: 3 clusters Score -2.258643e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172843 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -22586452.000000 Penalty: 5989.890137
	Iteration 44Q: 3 clusters Score -2.258645e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172861 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -22586448.000000 Penalty: 5989.890137
	Iteration 45Q: 3 clusters Score -2.258645e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172885 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -22586448.000000 Penalty: 5989.890137
	Iteration 46Q: 3 clusters Score -2.258645e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172902 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -22586458.000000 Penalty: 5989.890137
	Iteration 47Q: 3 clusters Score -2.258646e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172920 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -22586472.000000 Penalty: 5989.890137
	Iteration 48Q: 3 clusters Score -2.258647e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172938 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -22586500.000000 Penalty: 5989.890137
	Iteration 49Q: 3 clusters Score -2.25865e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172958 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -22586544.000000 Penalty: 5989.890137
	Iteration 50Q: 3 clusters Score -2.258654e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172975 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -22586536.000000 Penalty: 5989.890137
	Iteration 51Q: 3 clusters Score -2.258654e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172998 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -22586508.000000 Penalty: 5989.890137
	Iteration 52Q: 3 clusters Score -2.258651e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173022 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -22586498.000000 Penalty: 5989.890137
	Iteration 53Q: 3 clusters Score -2.25865e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173044 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -22586524.000000 Penalty: 5989.890137
	Iteration 54Q: 3 clusters Score -2.258652e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173067 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -22586510.000000 Penalty: 5989.890137
	Iteration 55Q: 3 clusters Score -2.258651e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173087 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -22586516.000000 Penalty: 5989.890137
	Iteration 56Q: 3 clusters Score -2.258652e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173103 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -22586506.000000 Penalty: 5989.890137
	Iteration 57Q: 3 clusters Score -2.258651e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173110 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -22586508.000000 Penalty: 5989.890137
	Iteration 58Q: 3 clusters Score -2.258651e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173115 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -22586510.000000 Penalty: 5989.890137
	Iteration 59Q: 3 clusters Score -2.258651e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173116 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -22586514.000000 Penalty: 5989.890137
	Iteration 60F: 3 clusters Score -2.258651e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173121 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -22586518.000000 Penalty: 5989.890137
	Iteration 61Q: 3 clusters Score -2.258652e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173128 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -22586512.000000 Penalty: 5989.890137
	Iteration 62Q: 3 clusters Score -2.258651e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173132 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -22586518.000000 Penalty: 5989.890137
	Iteration 63Q: 3 clusters Score -2.258652e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173138 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -22586520.000000 Penalty: 5989.890137
	Iteration 64Q: 3 clusters Score -2.258652e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173147 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -22586526.000000 Penalty: 5989.890137
	Iteration 65Q: 3 clusters Score -2.258653e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173155 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -22586514.000000 Penalty: 5989.890137
	Iteration 66Q: 3 clusters Score -2.258651e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173161 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -22586504.000000 Penalty: 5989.890137
	Iteration 67Q: 3 clusters Score -2.25865e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173166 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -22586510.000000 Penalty: 5989.890137
	Iteration 68Q: 3 clusters Score -2.258651e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173168 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -22586506.000000 Penalty: 5989.890137
	Iteration 69Q: 3 clusters Score -2.258651e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173168 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -22586506.000000 Penalty: 5989.890137
	Iteration 70Q: 3 clusters Score -2.258651e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173168 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -22586506.000000 Penalty: 5989.890137
	Iteration 71F: 3 clusters Score -2.258651e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Entering Unmasked Estep 
Score: -42852.195312 Penalty: 1451.346191
	Iteration 0F: 2 clusters Score -42852.2 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 178 members 
Entering Unmasked Estep 
Score: -41593.445312 Penalty: 2902.692383
	Iteration 0F: 3 clusters Score -41593.45 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -41952.328125 Penalty: 2902.692383
	Iteration 1F: 3 clusters Score -41952.33 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -42203.500000 Penalty: 2902.692383
	Iteration 2F: 3 clusters Score -42203.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -42306.890625 Penalty: 2902.692383
	Iteration 3Q: 3 clusters Score -42306.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -42376.132812 Penalty: 2902.692383
	Iteration 4Q: 3 clusters Score -42376.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -42411.214844 Penalty: 2902.692383
	Iteration 5Q: 3 clusters Score -42411.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -42426.699219 Penalty: 2902.692383
	Iteration 6Q: 3 clusters Score -42426.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -42432.472656 Penalty: 2902.692383
	Iteration 7Q: 3 clusters Score -42432.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -42432.472656 Penalty: 2902.692383
	Iteration 8F: 3 clusters Score -42432.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Entering Unmasked Estep 
Score: -45457.796875 Penalty: 1458.372192
	Iteration 0F: 2 clusters Score -45457.8 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 178 members 
Entering Unmasked Estep 
Score: -44314.359375 Penalty: 2916.744385
	Iteration 0F: 3 clusters Score -44314.36 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -44859.921875 Penalty: 2916.744385
	Iteration 1F: 3 clusters Score -44859.92 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -45209.371094 Penalty: 2916.744385
	Iteration 2F: 3 clusters Score -45209.37 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -45486.226562 Penalty: 2916.744385
	Iteration 3F: 3 clusters Score -45486.23 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -45627.523438 Penalty: 2916.744385
	Iteration 4Q: 3 clusters Score -45627.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -45702.582031 Penalty: 2916.744385
	Iteration 5Q: 3 clusters Score -45702.58 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -45869.218750 Penalty: 2916.744385
	Iteration 6Q: 3 clusters Score -45869.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -45999.980469 Penalty: 2916.744385
	Iteration 7Q: 3 clusters Score -45999.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -46111.328125 Penalty: 2916.744385
	Iteration 8Q: 3 clusters Score -46111.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -46111.328125 Penalty: 2916.744385
	Iteration 9F: 3 clusters Score -46111.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 52470 members 
Mstep: Class 3 contains 5283 members 
Mstep: Class 4 contains 27268 members 
Mstep: Class 5 contains 8398 members 
Mstep: Class 6 contains 4494 members 
Mstep: Class 7 contains 26566 members 
Mstep: Class 8 contains 804 members 
Mstep: Class 9 contains 10609 members 
Mstep: Class 10 contains 3005 members 
Mstep: Class 11 contains 37308 members 
Mstep: Class 12 contains 23431 members 
Mstep: Class 13 contains 215695 members 
Mstep: Class 14 contains 41086 members 
Mstep: Class 15 contains 988 members 
Mstep: Class 16 contains 28886 members 
Mstep: Class 17 contains 9473 members 
Mstep: Class 18 contains 14296 members 
Mstep: Class 19 contains 61769 members 
Mstep: Class 20 contains 11035 members 
Mstep: Class 21 contains 16376 members 
Mstep: Class 22 contains 2989 members 
Mstep: Class 23 contains 2567 members 
Mstep: Class 24 contains 18623 members 
Mstep: Class 25 contains 2066 members 
Mstep: Class 26 contains 22020 members 
Mstep: Class 27 contains 6160 members 
Mstep: Class 28 contains 4155 members 
Mstep: Class 29 contains 37334 members 
Mstep: Class 30 contains 4525 members 
Mstep: Class 31 contains 482 members 
Mstep: Class 32 contains 442 members 
Mstep: Class 33 contains 39438 members 
Mstep: Class 34 contains 638 members 
Mstep: Class 35 contains 8666 members 
Mstep: Class 36 contains 2455 members 
Mstep: Class 37 contains 164403 members 
Mstep: Class 38 contains 8444 members 
Mstep: Class 39 contains 4228 members 
Mstep: Class 40 contains 5303 members 
Mstep: Class 41 contains 2905 members 
Mstep: Class 42 contains 3698 members 
Mstep: Class 43 contains 550 members 
Mstep: Class 44 contains 3469 members 
Mstep: Class 45 contains 1909 members 
Mstep: Class 46 contains 362 members 
Mstep: Class 47 contains 5042 members 
Mstep: Class 48 contains 1831 members 
Mstep: Class 49 contains 4223 members 
Mstep: Class 50 contains 6288 members 
Mstep: Class 51 contains 175675 members 
Mstep: Class 52 contains 348 members 
Mstep: Class 53 contains 195 members 
Mstep: Class 54 contains 663 members 
Mstep: Class 55 contains 4241 members 
Mstep: Class 56 contains 2287 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 9745 members 
Mstep: Class 59 contains 3628 members 
Mstep: Class 60 contains 18150 members 
Mstep: Class 61 contains 255 members 
Mstep: Class 62 contains 1028 members 
Mstep: Class 63 contains 768 members 
Mstep: Class 64 contains 580 members 
Mstep: Class 65 contains 1140 members 
Mstep: Class 66 contains 3132 members 
Mstep: Class 67 contains 436 members 
Mstep: Class 68 contains 725 members 
Mstep: Class 69 contains 163 members 
Entering Unmasked Estep 
Score: -147546048.000000 Penalty: 239362.500000
Splitting cluster 53 changes total score from -147541664.000000 to -147546048.000000
So it's getting split into cluster 69.
Entering ConstructFrom: 
Trying to split cluster 54 (663 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Entering Unmasked Estep 
Score: -97358.804688 Penalty: 1611.200195
	Iteration 0F: 2 clusters Score -97358.8 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 328 members 
Entering Unmasked Estep 
Score: -95775.039062 Penalty: 3222.400391
	Iteration 0F: 3 clusters Score -95775.04 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -96307.585938 Penalty: 3222.400391
	Iteration 1F: 3 clusters Score -96307.59 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -96884.039062 Penalty: 3222.400391
	Iteration 2F: 3 clusters Score -96884.04 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -97698.828125 Penalty: 3222.400391
	Iteration 3F: 3 clusters Score -97698.83 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -98408.687500 Penalty: 3222.400391
	Iteration 4F: 3 clusters Score -98408.69 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -98526.054688 Penalty: 3222.400391
	Iteration 5Q: 3 clusters Score -98526.05 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -98577.460938 Penalty: 3222.400391
	Iteration 6Q: 3 clusters Score -98577.46 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -98609.937500 Penalty: 3222.400391
	Iteration 7Q: 3 clusters Score -98609.94 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -98636.343750 Penalty: 3222.400391
	Iteration 8Q: 3 clusters Score -98636.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -98645.132812 Penalty: 3222.400391
	Iteration 9Q: 3 clusters Score -98645.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -98658.148438 Penalty: 3222.400391
	Iteration 10Q: 3 clusters Score -98658.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -98686.171875 Penalty: 3222.400391
	Iteration 11Q: 3 clusters Score -98686.17 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -98793.507812 Penalty: 3222.400391
	Iteration 12Q: 3 clusters Score -98793.51 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -98865.468750 Penalty: 3222.400391
	Iteration 13Q: 3 clusters Score -98865.47 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -98913.156250 Penalty: 3222.400391
	Iteration 14Q: 3 clusters Score -98913.16 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -99018.882812 Penalty: 3222.400391
	Iteration 15Q: 3 clusters Score -99018.88 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -99148.851562 Penalty: 3222.400391
	Iteration 16Q: 3 clusters Score -99148.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -99170.750000 Penalty: 3222.400391
	Iteration 17Q: 3 clusters Score -99170.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -99230.734375 Penalty: 3222.400391
	Iteration 18Q: 3 clusters Score -99230.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -99300.156250 Penalty: 3222.400391
	Iteration 19Q: 3 clusters Score -99300.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -99300.156250 Penalty: 3222.400391
	Iteration 20F: 3 clusters Score -99300.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 52470 members 
Mstep: Class 3 contains 5283 members 
Mstep: Class 4 contains 27268 members 
Mstep: Class 5 contains 8398 members 
Mstep: Class 6 contains 4494 members 
Mstep: Class 7 contains 26566 members 
Mstep: Class 8 contains 804 members 
Mstep: Class 9 contains 10609 members 
Mstep: Class 10 contains 3005 members 
Mstep: Class 11 contains 37308 members 
Mstep: Class 12 contains 23431 members 
Mstep: Class 13 contains 215695 members 
Mstep: Class 14 contains 41086 members 
Mstep: Class 15 contains 988 members 
Mstep: Class 16 contains 28886 members 
Mstep: Class 17 contains 9473 members 
Mstep: Class 18 contains 14296 members 
Mstep: Class 19 contains 61769 members 
Mstep: Class 20 contains 11035 members 
Mstep: Class 21 contains 16376 members 
Mstep: Class 22 contains 2989 members 
Mstep: Class 23 contains 2567 members 
Mstep: Class 24 contains 18623 members 
Mstep: Class 25 contains 2066 members 
Mstep: Class 26 contains 22020 members 
Mstep: Class 27 contains 6160 members 
Mstep: Class 28 contains 4155 members 
Mstep: Class 29 contains 37334 members 
Mstep: Class 30 contains 4525 members 
Mstep: Class 31 contains 482 members 
Mstep: Class 32 contains 442 members 
Mstep: Class 33 contains 39438 members 
Mstep: Class 34 contains 638 members 
Mstep: Class 35 contains 8666 members 
Mstep: Class 36 contains 2455 members 
Mstep: Class 37 contains 164403 members 
Mstep: Class 38 contains 8444 members 
Mstep: Class 39 contains 4228 members 
Mstep: Class 40 contains 5303 members 
Mstep: Class 41 contains 2905 members 
Mstep: Class 42 contains 3698 members 
Mstep: Class 43 contains 550 members 
Mstep: Class 44 contains 3469 members 
Mstep: Class 45 contains 1909 members 
Mstep: Class 46 contains 362 members 
Mstep: Class 47 contains 5042 members 
Mstep: Class 48 contains 1831 members 
Mstep: Class 49 contains 4223 members 
Mstep: Class 50 contains 6288 members 
Mstep: Class 51 contains 175675 members 
Mstep: Class 52 contains 348 members 
Mstep: Class 53 contains 195 members 
Mstep: Class 54 contains 355 members 
Mstep: Class 55 contains 4241 members 
Mstep: Class 56 contains 2287 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 9745 members 
Mstep: Class 59 contains 3628 members 
Mstep: Class 60 contains 18150 members 
Mstep: Class 61 contains 255 members 
Mstep: Class 62 contains 1028 members 
Mstep: Class 63 contains 768 members 
Mstep: Class 64 contains 580 members 
Mstep: Class 65 contains 1140 members 
Mstep: Class 66 contains 3132 members 
Mstep: Class 67 contains 436 members 
Mstep: Class 68 contains 725 members 
Mstep: Class 69 contains 163 members 
Mstep: Class 70 contains 308 members 
Entering Unmasked Estep 
Score: -147546448.000000 Penalty: 242831.531250
Splitting cluster 54 changes total score from -147541664.000000 to -147546448.000000
So it's getting split into cluster 70.
Entering ConstructFrom: 
Trying to split cluster 55 (4241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Entering Unmasked Estep 
Score: -541668.687500 Penalty: 2071.433594
	Iteration 0F: 2 clusters Score -541668.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -537588.875000 Penalty: 4142.867188
	Iteration 0F: 3 clusters Score -537588.9 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -538475.500000 Penalty: 4142.867188
	Iteration 1F: 3 clusters Score -538475.5 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -538646.000000 Penalty: 4142.867188
	Iteration 2F: 3 clusters Score -538646 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -538755.937500 Penalty: 4142.867188
	Iteration 3Q: 3 clusters Score -538755.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -538844.250000 Penalty: 4142.867188
	Iteration 4Q: 3 clusters Score -538844.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -538902.125000 Penalty: 4142.867188
	Iteration 5Q: 3 clusters Score -538902.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -538943.312500 Penalty: 4142.867188
	Iteration 6Q: 3 clusters Score -538943.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -538973.937500 Penalty: 4142.867188
	Iteration 7Q: 3 clusters Score -538973.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -538994.750000 Penalty: 4142.867188
	Iteration 8Q: 3 clusters Score -538994.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -539025.250000 Penalty: 4142.867188
	Iteration 9Q: 3 clusters Score -539025.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -539047.000000 Penalty: 4142.867188
	Iteration 10Q: 3 clusters Score -539047 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -539067.375000 Penalty: 4142.867188
	Iteration 11Q: 3 clusters Score -539067.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -539088.687500 Penalty: 4142.867188
	Iteration 12Q: 3 clusters Score -539088.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -539109.625000 Penalty: 4142.867188
	Iteration 13Q: 3 clusters Score -539109.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -539134.687500 Penalty: 4142.867188
	Iteration 14Q: 3 clusters Score -539134.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -539154.812500 Penalty: 4142.867188
	Iteration 15Q: 3 clusters Score -539154.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -539173.562500 Penalty: 4142.867188
	Iteration 16Q: 3 clusters Score -539173.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -539194.125000 Penalty: 4142.867188
	Iteration 17Q: 3 clusters Score -539194.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -539212.375000 Penalty: 4142.867188
	Iteration 18Q: 3 clusters Score -539212.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -539225.375000 Penalty: 4142.867188
	Iteration 19Q: 3 clusters Score -539225.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -539244.687500 Penalty: 4142.867188
	Iteration 20F: 3 clusters Score -539244.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -539256.187500 Penalty: 4142.867188
	Iteration 21Q: 3 clusters Score -539256.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -539265.875000 Penalty: 4142.867188
	Iteration 22Q: 3 clusters Score -539265.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -539272.625000 Penalty: 4142.867188
	Iteration 23Q: 3 clusters Score -539272.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -539281.500000 Penalty: 4142.867188
	Iteration 24Q: 3 clusters Score -539281.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -539290.375000 Penalty: 4142.867188
	Iteration 25Q: 3 clusters Score -539290.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -539297.937500 Penalty: 4142.867188
	Iteration 26Q: 3 clusters Score -539297.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -539305.937500 Penalty: 4142.867188
	Iteration 27Q: 3 clusters Score -539305.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -539311.312500 Penalty: 4142.867188
	Iteration 28Q: 3 clusters Score -539311.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -539315.625000 Penalty: 4142.867188
	Iteration 29Q: 3 clusters Score -539315.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -539322.812500 Penalty: 4142.867188
	Iteration 30Q: 3 clusters Score -539322.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -539327.500000 Penalty: 4142.867188
	Iteration 31Q: 3 clusters Score -539327.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -539330.875000 Penalty: 4142.867188
	Iteration 32Q: 3 clusters Score -539330.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -539334.250000 Penalty: 4142.867188
	Iteration 33Q: 3 clusters Score -539334.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -539337.562500 Penalty: 4142.867188
	Iteration 34Q: 3 clusters Score -539337.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -539340.500000 Penalty: 4142.867188
	Iteration 35Q: 3 clusters Score -539340.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -539343.500000 Penalty: 4142.867188
	Iteration 36Q: 3 clusters Score -539343.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -539346.625000 Penalty: 4142.867188
	Iteration 37Q: 3 clusters Score -539346.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -539349.625000 Penalty: 4142.867188
	Iteration 38Q: 3 clusters Score -539349.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -539353.125000 Penalty: 4142.867188
	Iteration 39Q: 3 clusters Score -539353.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -539357.812500 Penalty: 4142.867188
	Iteration 40F: 3 clusters Score -539357.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -539359.500000 Penalty: 4142.867188
	Iteration 41Q: 3 clusters Score -539359.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -539361.375000 Penalty: 4142.867188
	Iteration 42Q: 3 clusters Score -539361.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -539362.437500 Penalty: 4142.867188
	Iteration 43Q: 3 clusters Score -539362.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -539362.437500 Penalty: 4142.867188
	Iteration 44F: 3 clusters Score -539362.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (2287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Entering Unmasked Estep 
Score: -282031.750000 Penalty: 1918.279053
	Iteration 0F: 2 clusters Score -282031.8 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 1183 members 
Entering Unmasked Estep 
Score: -279214.218750 Penalty: 3836.558105
	Iteration 0F: 3 clusters Score -279214.2 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -279768.468750 Penalty: 3836.558105
	Iteration 1F: 3 clusters Score -279768.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -279885.531250 Penalty: 3836.558105
	Iteration 2F: 3 clusters Score -279885.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -279939.312500 Penalty: 3836.558105
	Iteration 3Q: 3 clusters Score -279939.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -279982.531250 Penalty: 3836.558105
	Iteration 4Q: 3 clusters Score -279982.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -280012.156250 Penalty: 3836.558105
	Iteration 5Q: 3 clusters Score -280012.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -280036.906250 Penalty: 3836.558105
	Iteration 6Q: 3 clusters Score -280036.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -280062.281250 Penalty: 3836.558105
	Iteration 7Q: 3 clusters Score -280062.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -280072.500000 Penalty: 3836.558105
	Iteration 8Q: 3 clusters Score -280072.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -280089.500000 Penalty: 3836.558105
	Iteration 9Q: 3 clusters Score -280089.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -280122.281250 Penalty: 3836.558105
	Iteration 10Q: 3 clusters Score -280122.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -280170.781250 Penalty: 3836.558105
	Iteration 11Q: 3 clusters Score -280170.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -280256.625000 Penalty: 3836.558105
	Iteration 12Q: 3 clusters Score -280256.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -280367.781250 Penalty: 3836.558105
	Iteration 13Q: 3 clusters Score -280367.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -280466.500000 Penalty: 3836.558105
	Iteration 14Q: 3 clusters Score -280466.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -280565.968750 Penalty: 3836.558105
	Iteration 15Q: 3 clusters Score -280566 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -280667.687500 Penalty: 3836.558105
	Iteration 16Q: 3 clusters Score -280667.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -280814.625000 Penalty: 3836.558105
	Iteration 17Q: 3 clusters Score -280814.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -280967.656250 Penalty: 3836.558105
	Iteration 18Q: 3 clusters Score -280967.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -281094.843750 Penalty: 3836.558105
	Iteration 19Q: 3 clusters Score -281094.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -281190.406250 Penalty: 3836.558105
	Iteration 20F: 3 clusters Score -281190.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -281237.375000 Penalty: 3836.558105
	Iteration 21Q: 3 clusters Score -281237.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -281268.062500 Penalty: 3836.558105
	Iteration 22Q: 3 clusters Score -281268.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -281285.406250 Penalty: 3836.558105
	Iteration 23Q: 3 clusters Score -281285.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -281296.000000 Penalty: 3836.558105
	Iteration 24Q: 3 clusters Score -281296 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -281306.718750 Penalty: 3836.558105
	Iteration 25Q: 3 clusters Score -281306.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -281312.562500 Penalty: 3836.558105
	Iteration 26Q: 3 clusters Score -281312.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -281314.468750 Penalty: 3836.558105
	Iteration 27Q: 3 clusters Score -281314.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -281315.156250 Penalty: 3836.558105
	Iteration 28Q: 3 clusters Score -281315.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -281315.156250 Penalty: 3836.558105
	Iteration 29F: 3 clusters Score -281315.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Entering Unmasked Estep 
Score: -22903.353516 Penalty: 1283.685181
	Iteration 0F: 2 clusters Score -22903.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -21760.966797 Penalty: 2567.370361
	Iteration 0F: 3 clusters Score -21760.97 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -21937.132812 Penalty: 2567.370361
	Iteration 1F: 3 clusters Score -21937.13 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -22022.421875 Penalty: 2567.370361
	Iteration 2Q: 3 clusters Score -22022.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -22040.316406 Penalty: 2567.370361
	Iteration 3Q: 3 clusters Score -22040.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -22050.191406 Penalty: 2567.370361
	Iteration 4Q: 3 clusters Score -22050.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -22050.191406 Penalty: 2567.370361
	Iteration 5F: 3 clusters Score -22050.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (9745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9745 members 
Entering Unmasked Estep 
Score: -1236112.625000 Penalty: 2277.758301
	Iteration 0F: 2 clusters Score -1236113 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -1228619.750000 Penalty: 4555.516602
	Iteration 0F: 3 clusters Score -1228620 nChanged 4019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -1230662.625000 Penalty: 4555.516602
	Iteration 1F: 3 clusters Score -1230663 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -1230928.125000 Penalty: 4555.516602
	Iteration 2F: 3 clusters Score -1230928 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -1231113.250000 Penalty: 4555.516602
	Iteration 3Q: 3 clusters Score -1231113 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -1231258.500000 Penalty: 4555.516602
	Iteration 4Q: 3 clusters Score -1231258 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -1231385.125000 Penalty: 4555.516602
	Iteration 5Q: 3 clusters Score -1231385 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -1231492.750000 Penalty: 4555.516602
	Iteration 6Q: 3 clusters Score -1231493 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -1231579.000000 Penalty: 4555.516602
	Iteration 7Q: 3 clusters Score -1231579 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -1231677.125000 Penalty: 4555.516602
	Iteration 8Q: 3 clusters Score -1231677 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -1231806.125000 Penalty: 4555.516602
	Iteration 9Q: 3 clusters Score -1231806 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -1231945.750000 Penalty: 4555.516602
	Iteration 10Q: 3 clusters Score -1231946 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -1232079.000000 Penalty: 4555.516602
	Iteration 11Q: 3 clusters Score -1232079 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -1232225.000000 Penalty: 4555.516602
	Iteration 12Q: 3 clusters Score -1232225 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -1232414.500000 Penalty: 4555.516602
	Iteration 13Q: 3 clusters Score -1232414 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -1232620.500000 Penalty: 4555.516602
	Iteration 14Q: 3 clusters Score -1232620 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -1232844.750000 Penalty: 4555.516602
	Iteration 15Q: 3 clusters Score -1232845 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -1233060.500000 Penalty: 4555.516602
	Iteration 16Q: 3 clusters Score -1233060 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -1233231.000000 Penalty: 4555.516602
	Iteration 17Q: 3 clusters Score -1233231 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -1233391.750000 Penalty: 4555.516602
	Iteration 18Q: 3 clusters Score -1233392 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -1233521.125000 Penalty: 4555.516602
	Iteration 19Q: 3 clusters Score -1233521 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -1233627.750000 Penalty: 4555.516602
	Iteration 20F: 3 clusters Score -1233628 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -1233714.500000 Penalty: 4555.516602
	Iteration 21Q: 3 clusters Score -1233714 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -1233787.750000 Penalty: 4555.516602
	Iteration 22Q: 3 clusters Score -1233788 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -1233835.250000 Penalty: 4555.516602
	Iteration 23Q: 3 clusters Score -1233835 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -1233881.000000 Penalty: 4555.516602
	Iteration 24Q: 3 clusters Score -1233881 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -1233921.750000 Penalty: 4555.516602
	Iteration 25Q: 3 clusters Score -1233922 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -1233951.625000 Penalty: 4555.516602
	Iteration 26Q: 3 clusters Score -1233952 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -1233980.000000 Penalty: 4555.516602
	Iteration 27Q: 3 clusters Score -1233980 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -1234002.375000 Penalty: 4555.516602
	Iteration 28Q: 3 clusters Score -1234002 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -1234028.250000 Penalty: 4555.516602
	Iteration 29Q: 3 clusters Score -1234028 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -1234046.625000 Penalty: 4555.516602
	Iteration 30Q: 3 clusters Score -1234047 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -1234064.500000 Penalty: 4555.516602
	Iteration 31Q: 3 clusters Score -1234064 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -1234076.000000 Penalty: 4555.516602
	Iteration 32Q: 3 clusters Score -1234076 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -1234080.875000 Penalty: 4555.516602
	Iteration 33Q: 3 clusters Score -1234081 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -1234092.875000 Penalty: 4555.516602
	Iteration 34Q: 3 clusters Score -1234093 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -1234094.375000 Penalty: 4555.516602
	Iteration 35Q: 3 clusters Score -1234094 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -1234099.750000 Penalty: 4555.516602
	Iteration 36Q: 3 clusters Score -1234100 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -1234105.500000 Penalty: 4555.516602
	Iteration 37Q: 3 clusters Score -1234106 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -1234108.250000 Penalty: 4555.516602
	Iteration 38Q: 3 clusters Score -1234108 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -1234117.875000 Penalty: 4555.516602
	Iteration 39Q: 3 clusters Score -1234118 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -1234132.375000 Penalty: 4555.516602
	Iteration 40F: 3 clusters Score -1234132 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -1234143.250000 Penalty: 4555.516602
	Iteration 41Q: 3 clusters Score -1234143 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -1234157.250000 Penalty: 4555.516602
	Iteration 42Q: 3 clusters Score -1234157 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -1234173.375000 Penalty: 4555.516602
	Iteration 43Q: 3 clusters Score -1234173 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -1234182.250000 Penalty: 4555.516602
	Iteration 44Q: 3 clusters Score -1234182 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -1234196.875000 Penalty: 4555.516602
	Iteration 45Q: 3 clusters Score -1234197 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -1234209.375000 Penalty: 4555.516602
	Iteration 46Q: 3 clusters Score -1234209 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -1234230.625000 Penalty: 4555.516602
	Iteration 47Q: 3 clusters Score -1234231 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -1234250.125000 Penalty: 4555.516602
	Iteration 48Q: 3 clusters Score -1234250 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -1234280.500000 Penalty: 4555.516602
	Iteration 49Q: 3 clusters Score -1234280 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -1234306.000000 Penalty: 4555.516602
	Iteration 50Q: 3 clusters Score -1234306 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -1234343.375000 Penalty: 4555.516602
	Iteration 51Q: 3 clusters Score -1234343 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -1234380.500000 Penalty: 4555.516602
	Iteration 52Q: 3 clusters Score -1234380 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -1234423.750000 Penalty: 4555.516602
	Iteration 53Q: 3 clusters Score -1234424 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -1234457.000000 Penalty: 4555.516602
	Iteration 54Q: 3 clusters Score -1234457 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -1234502.375000 Penalty: 4555.516602
	Iteration 55Q: 3 clusters Score -1234502 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -1234549.000000 Penalty: 4555.516602
	Iteration 56Q: 3 clusters Score -1234549 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -1234593.500000 Penalty: 4555.516602
	Iteration 57Q: 3 clusters Score -1234594 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -1234651.125000 Penalty: 4555.516602
	Iteration 58Q: 3 clusters Score -1234651 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -1234702.250000 Penalty: 4555.516602
	Iteration 59Q: 3 clusters Score -1234702 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -1234736.000000 Penalty: 4555.516602
	Iteration 60F: 3 clusters Score -1234736 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -1234776.625000 Penalty: 4555.516602
	Iteration 61Q: 3 clusters Score -1234777 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -1234811.625000 Penalty: 4555.516602
	Iteration 62Q: 3 clusters Score -1234812 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -1234835.875000 Penalty: 4555.516602
	Iteration 63Q: 3 clusters Score -1234836 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -1234856.125000 Penalty: 4555.516602
	Iteration 64Q: 3 clusters Score -1234856 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -1234868.125000 Penalty: 4555.516602
	Iteration 65Q: 3 clusters Score -1234868 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -1234872.750000 Penalty: 4555.516602
	Iteration 66Q: 3 clusters Score -1234873 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -1234880.875000 Penalty: 4555.516602
	Iteration 67Q: 3 clusters Score -1234881 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -1234888.250000 Penalty: 4555.516602
	Iteration 68Q: 3 clusters Score -1234888 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -1234890.500000 Penalty: 4555.516602
	Iteration 69Q: 3 clusters Score -1234890 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -1234892.375000 Penalty: 4555.516602
	Iteration 70Q: 3 clusters Score -1234892 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -1234895.000000 Penalty: 4555.516602
	Iteration 71Q: 3 clusters Score -1234895 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -1234897.750000 Penalty: 4555.516602
	Iteration 72Q: 3 clusters Score -1234898 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -1234895.750000 Penalty: 4555.516602
	Iteration 73Q: 3 clusters Score -1234896 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -1234897.750000 Penalty: 4555.516602
	Iteration 74Q: 3 clusters Score -1234898 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -1234898.625000 Penalty: 4555.516602
	Iteration 75Q: 3 clusters Score -1234899 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -1234901.375000 Penalty: 4555.516602
	Iteration 76Q: 3 clusters Score -1234901 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -1234901.250000 Penalty: 4555.516602
	Iteration 77Q: 3 clusters Score -1234901 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -1234901.125000 Penalty: 4555.516602
	Iteration 78Q: 3 clusters Score -1234901 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -1234900.625000 Penalty: 4555.516602
	Iteration 79Q: 3 clusters Score -1234901 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -1234901.125000 Penalty: 4555.516602
	Iteration 80F: 3 clusters Score -1234901 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -1234901.500000 Penalty: 4555.516602
	Iteration 81Q: 3 clusters Score -1234902 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -1234900.125000 Penalty: 4555.516602
	Iteration 82Q: 3 clusters Score -1234900 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -1234899.500000 Penalty: 4555.516602
	Iteration 83Q: 3 clusters Score -1234900 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -1234901.375000 Penalty: 4555.516602
	Iteration 84Q: 3 clusters Score -1234901 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -1234901.000000 Penalty: 4555.516602
	Iteration 85Q: 3 clusters Score -1234901 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -1234902.875000 Penalty: 4555.516602
	Iteration 86Q: 3 clusters Score -1234903 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -1234902.875000 Penalty: 4555.516602
	Iteration 87F: 3 clusters Score -1234903 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (3628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Entering Unmasked Estep 
Score: -500722.937500 Penalty: 2032.716309
	Iteration 0F: 2 clusters Score -500722.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -497226.625000 Penalty: 4065.432617
	Iteration 0F: 3 clusters Score -497226.6 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -499538.437500 Penalty: 4065.432617
	Iteration 1F: 3 clusters Score -499538.4 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -500643.062500 Penalty: 4065.432617
	Iteration 2F: 3 clusters Score -500643.1 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -501350.968750 Penalty: 4065.432617
	Iteration 3F: 3 clusters Score -501351 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -501784.875000 Penalty: 4065.432617
	Iteration 4F: 3 clusters Score -501784.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -502023.312500 Penalty: 4065.432617
	Iteration 5Q: 3 clusters Score -502023.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -502151.562500 Penalty: 4065.432617
	Iteration 6Q: 3 clusters Score -502151.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -502242.343750 Penalty: 4065.432617
	Iteration 7Q: 3 clusters Score -502242.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -502324.437500 Penalty: 4065.432617
	Iteration 8Q: 3 clusters Score -502324.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -502424.718750 Penalty: 4065.432617
	Iteration 9Q: 3 clusters Score -502424.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -502643.187500 Penalty: 4065.432617
	Iteration 10Q: 3 clusters Score -502643.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -502787.906250 Penalty: 4065.432617
	Iteration 11Q: 3 clusters Score -502787.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -502881.500000 Penalty: 4065.432617
	Iteration 12Q: 3 clusters Score -502881.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -502935.593750 Penalty: 4065.432617
	Iteration 13Q: 3 clusters Score -502935.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -502966.281250 Penalty: 4065.432617
	Iteration 14Q: 3 clusters Score -502966.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -502994.250000 Penalty: 4065.432617
	Iteration 15Q: 3 clusters Score -502994.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -503018.718750 Penalty: 4065.432617
	Iteration 16Q: 3 clusters Score -503018.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -503049.125000 Penalty: 4065.432617
	Iteration 17Q: 3 clusters Score -503049.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -503100.625000 Penalty: 4065.432617
	Iteration 18Q: 3 clusters Score -503100.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -503162.718750 Penalty: 4065.432617
	Iteration 19Q: 3 clusters Score -503162.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -503203.875000 Penalty: 4065.432617
	Iteration 20F: 3 clusters Score -503203.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -503274.406250 Penalty: 4065.432617
	Iteration 21Q: 3 clusters Score -503274.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -503343.000000 Penalty: 4065.432617
	Iteration 22Q: 3 clusters Score -503343 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -503415.125000 Penalty: 4065.432617
	Iteration 23Q: 3 clusters Score -503415.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -503482.093750 Penalty: 4065.432617
	Iteration 24Q: 3 clusters Score -503482.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -503512.218750 Penalty: 4065.432617
	Iteration 25Q: 3 clusters Score -503512.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -503533.781250 Penalty: 4065.432617
	Iteration 26Q: 3 clusters Score -503533.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -503544.781250 Penalty: 4065.432617
	Iteration 27Q: 3 clusters Score -503544.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -503550.625000 Penalty: 4065.432617
	Iteration 28Q: 3 clusters Score -503550.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -503551.750000 Penalty: 4065.432617
	Iteration 29Q: 3 clusters Score -503551.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -503553.031250 Penalty: 4065.432617
	Iteration 30Q: 3 clusters Score -503553 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -503553.031250 Penalty: 4065.432617
	Iteration 31F: 3 clusters Score -503553 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 52470 members 
Mstep: Class 3 contains 5283 members 
Mstep: Class 4 contains 27268 members 
Mstep: Class 5 contains 8398 members 
Mstep: Class 6 contains 4494 members 
Mstep: Class 7 contains 26566 members 
Mstep: Class 8 contains 804 members 
Mstep: Class 9 contains 10609 members 
Mstep: Class 10 contains 3005 members 
Mstep: Class 11 contains 37308 members 
Mstep: Class 12 contains 23431 members 
Mstep: Class 13 contains 215695 members 
Mstep: Class 14 contains 41086 members 
Mstep: Class 15 contains 988 members 
Mstep: Class 16 contains 28886 members 
Mstep: Class 17 contains 9473 members 
Mstep: Class 18 contains 14296 members 
Mstep: Class 19 contains 61769 members 
Mstep: Class 20 contains 11035 members 
Mstep: Class 21 contains 16376 members 
Mstep: Class 22 contains 2989 members 
Mstep: Class 23 contains 2567 members 
Mstep: Class 24 contains 18623 members 
Mstep: Class 25 contains 2066 members 
Mstep: Class 26 contains 22020 members 
Mstep: Class 27 contains 6160 members 
Mstep: Class 28 contains 4155 members 
Mstep: Class 29 contains 37334 members 
Mstep: Class 30 contains 4525 members 
Mstep: Class 31 contains 482 members 
Mstep: Class 32 contains 442 members 
Mstep: Class 33 contains 39438 members 
Mstep: Class 34 contains 638 members 
Mstep: Class 35 contains 8666 members 
Mstep: Class 36 contains 2455 members 
Mstep: Class 37 contains 164403 members 
Mstep: Class 38 contains 8444 members 
Mstep: Class 39 contains 4228 members 
Mstep: Class 40 contains 5303 members 
Mstep: Class 41 contains 2905 members 
Mstep: Class 42 contains 3698 members 
Mstep: Class 43 contains 550 members 
Mstep: Class 44 contains 3469 members 
Mstep: Class 45 contains 1909 members 
Mstep: Class 46 contains 362 members 
Mstep: Class 47 contains 5042 members 
Mstep: Class 48 contains 1831 members 
Mstep: Class 49 contains 4223 members 
Mstep: Class 50 contains 6288 members 
Mstep: Class 51 contains 175675 members 
Mstep: Class 52 contains 348 members 
Mstep: Class 53 contains 195 members 
Mstep: Class 54 contains 355 members 
Mstep: Class 55 contains 4241 members 
Mstep: Class 56 contains 2287 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 9745 members 
Mstep: Class 59 contains 1234 members 
Mstep: Class 60 contains 18150 members 
Mstep: Class 61 contains 255 members 
Mstep: Class 62 contains 1028 members 
Mstep: Class 63 contains 768 members 
Mstep: Class 64 contains 580 members 
Mstep: Class 65 contains 1140 members 
Mstep: Class 66 contains 3132 members 
Mstep: Class 67 contains 436 members 
Mstep: Class 68 contains 725 members 
Mstep: Class 69 contains 163 members 
Mstep: Class 70 contains 308 members 
Mstep: Class 71 contains 2394 members 
Entering Unmasked Estep 
Score: -147547872.000000 Penalty: 246300.546875
Splitting cluster 59 changes total score from -147541664.000000 to -147547872.000000
So it's getting split into cluster 71.
Entering ConstructFrom: 
Trying to split cluster 60 (18150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18150 members 
Entering Unmasked Estep 
Score: -2314556.000000 Penalty: 2431.993652
	Iteration 0F: 2 clusters Score -2314556 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
Score: -2301674.500000 Penalty: 4863.987305
	Iteration 0F: 3 clusters Score -2301674 nChanged 7948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -2305999.000000 Penalty: 4863.987305
	Iteration 1F: 3 clusters Score -2305999 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -2306445.250000 Penalty: 4863.987305
	Iteration 2F: 3 clusters Score -2306445 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 9991 members 
Entering Unmasked Estep 
Score: -2306862.500000 Penalty: 4863.987305
	Iteration 3F: 3 clusters Score -2306862 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
Score: -2307212.500000 Penalty: 4863.987305
	Iteration 4Q: 3 clusters Score -2307212 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 10578 members 
Entering Unmasked Estep 
Score: -2307544.500000 Penalty: 4863.987305
	Iteration 5Q: 3 clusters Score -2307544 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 10968 members 
Entering Unmasked Estep 
Score: -2307858.000000 Penalty: 4863.987305
	Iteration 6Q: 3 clusters Score -2307858 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 11450 members 
Entering Unmasked Estep 
Score: -2308218.750000 Penalty: 4863.987305
	Iteration 7Q: 3 clusters Score -2308219 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 11990 members 
Entering Unmasked Estep 
Score: -2308608.500000 Penalty: 4863.987305
	Iteration 8Q: 3 clusters Score -2308608 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 12632 members 
Entering Unmasked Estep 
Score: -2309062.000000 Penalty: 4863.987305
	Iteration 9Q: 3 clusters Score -2309062 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 13311 members 
Entering Unmasked Estep 
Score: -2309554.250000 Penalty: 4863.987305
	Iteration 10Q: 3 clusters Score -2309554 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 14013 members 
Entering Unmasked Estep 
Score: -2310096.750000 Penalty: 4863.987305
	Iteration 11Q: 3 clusters Score -2310097 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 14667 members 
Entering Unmasked Estep 
Score: -2310579.750000 Penalty: 4863.987305
	Iteration 12Q: 3 clusters Score -2310580 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 15241 members 
Entering Unmasked Estep 
Score: -2310999.750000 Penalty: 4863.987305
	Iteration 13Q: 3 clusters Score -2311000 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 15737 members 
Entering Unmasked Estep 
Score: -2311357.250000 Penalty: 4863.987305
	Iteration 14Q: 3 clusters Score -2311357 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 16145 members 
Entering Unmasked Estep 
Score: -2311649.000000 Penalty: 4863.987305
	Iteration 15Q: 3 clusters Score -2311649 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 16468 members 
Entering Unmasked Estep 
Score: -2311872.000000 Penalty: 4863.987305
	Iteration 16Q: 3 clusters Score -2311872 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 16705 members 
Entering Unmasked Estep 
Score: -2312041.750000 Penalty: 4863.987305
	Iteration 17Q: 3 clusters Score -2312042 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 16882 members 
Entering Unmasked Estep 
Score: -2312158.750000 Penalty: 4863.987305
	Iteration 18Q: 3 clusters Score -2312159 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 17018 members 
Entering Unmasked Estep 
Score: -2312253.500000 Penalty: 4863.987305
	Iteration 19Q: 3 clusters Score -2312254 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 17111 members 
Entering Unmasked Estep 
Score: -2312324.750000 Penalty: 4863.987305
	Iteration 20F: 3 clusters Score -2312325 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 17183 members 
Entering Unmasked Estep 
Score: -2312375.250000 Penalty: 4863.987305
	Iteration 21Q: 3 clusters Score -2312375 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 17236 members 
Entering Unmasked Estep 
Score: -2312411.000000 Penalty: 4863.987305
	Iteration 22Q: 3 clusters Score -2312411 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 17288 members 
Entering Unmasked Estep 
Score: -2312443.000000 Penalty: 4863.987305
	Iteration 23Q: 3 clusters Score -2312443 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 17308 members 
Entering Unmasked Estep 
Score: -2312465.750000 Penalty: 4863.987305
	Iteration 24Q: 3 clusters Score -2312466 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 17331 members 
Entering Unmasked Estep 
Score: -2312488.000000 Penalty: 4863.987305
	Iteration 25Q: 3 clusters Score -2312488 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 17360 members 
Entering Unmasked Estep 
Score: -2312503.500000 Penalty: 4863.987305
	Iteration 26Q: 3 clusters Score -2312504 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 17383 members 
Entering Unmasked Estep 
Score: -2312518.500000 Penalty: 4863.987305
	Iteration 27Q: 3 clusters Score -2312518 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 17404 members 
Entering Unmasked Estep 
Score: -2312534.250000 Penalty: 4863.987305
	Iteration 28Q: 3 clusters Score -2312534 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 17418 members 
Entering Unmasked Estep 
Score: -2312541.750000 Penalty: 4863.987305
	Iteration 29Q: 3 clusters Score -2312542 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 17430 members 
Entering Unmasked Estep 
Score: -2312552.500000 Penalty: 4863.987305
	Iteration 30Q: 3 clusters Score -2312552 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 17445 members 
Entering Unmasked Estep 
Score: -2312563.000000 Penalty: 4863.987305
	Iteration 31Q: 3 clusters Score -2312563 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 17455 members 
Entering Unmasked Estep 
Score: -2312572.500000 Penalty: 4863.987305
	Iteration 32Q: 3 clusters Score -2312572 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 17464 members 
Entering Unmasked Estep 
Score: -2312584.500000 Penalty: 4863.987305
	Iteration 33Q: 3 clusters Score -2312584 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 17473 members 
Entering Unmasked Estep 
Score: -2312590.500000 Penalty: 4863.987305
	Iteration 34Q: 3 clusters Score -2312590 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 17476 members 
Entering Unmasked Estep 
Score: -2312591.000000 Penalty: 4863.987305
	Iteration 35Q: 3 clusters Score -2312591 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 17478 members 
Entering Unmasked Estep 
Score: -2312595.250000 Penalty: 4863.987305
	Iteration 36Q: 3 clusters Score -2312595 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 17484 members 
Entering Unmasked Estep 
Score: -2312598.500000 Penalty: 4863.987305
	Iteration 37Q: 3 clusters Score -2312598 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 17489 members 
Entering Unmasked Estep 
Score: -2312599.750000 Penalty: 4863.987305
	Iteration 38Q: 3 clusters Score -2312600 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 17491 members 
Entering Unmasked Estep 
Score: -2312601.500000 Penalty: 4863.987305
	Iteration 39Q: 3 clusters Score -2312602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 17493 members 
Entering Unmasked Estep 
Score: -2312604.250000 Penalty: 4863.987305
	Iteration 40F: 3 clusters Score -2312604 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 17495 members 
Entering Unmasked Estep 
Score: -2312603.500000 Penalty: 4863.987305
	Iteration 41Q: 3 clusters Score -2312604 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 17495 members 
Entering Unmasked Estep 
Score: -2312603.500000 Penalty: 4863.987305
	Iteration 42F: 3 clusters Score -2312604 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Entering Unmasked Estep 
Score: -26085.666016 Penalty: 1374.233398
	Iteration 0F: 2 clusters Score -26085.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -25035.132812 Penalty: 2748.466797
	Iteration 0F: 3 clusters Score -25035.13 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -25333.867188 Penalty: 2748.466797
	Iteration 1F: 3 clusters Score -25333.87 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -25466.082031 Penalty: 2748.466797
	Iteration 2F: 3 clusters Score -25466.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -25497.330078 Penalty: 2748.466797
	Iteration 3Q: 3 clusters Score -25497.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -25527.933594 Penalty: 2748.466797
	Iteration 4Q: 3 clusters Score -25527.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -25527.933594 Penalty: 2748.466797
	Iteration 5F: 3 clusters Score -25527.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (1028 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Entering Unmasked Estep 
Score: -132414.890625 Penalty: 1719.971924
	Iteration 0F: 2 clusters Score -132414.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -130667.382812 Penalty: 3439.943848
	Iteration 0F: 3 clusters Score -130667.4 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -131901.843750 Penalty: 3439.943848
	Iteration 1F: 3 clusters Score -131901.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -132346.500000 Penalty: 3439.943848
	Iteration 2F: 3 clusters Score -132346.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -132533.296875 Penalty: 3439.943848
	Iteration 3Q: 3 clusters Score -132533.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -132618.687500 Penalty: 3439.943848
	Iteration 4Q: 3 clusters Score -132618.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -132681.015625 Penalty: 3439.943848
	Iteration 5Q: 3 clusters Score -132681 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -132771.140625 Penalty: 3439.943848
	Iteration 6Q: 3 clusters Score -132771.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -132840.078125 Penalty: 3439.943848
	Iteration 7Q: 3 clusters Score -132840.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -132919.578125 Penalty: 3439.943848
	Iteration 8Q: 3 clusters Score -132919.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -132943.171875 Penalty: 3439.943848
	Iteration 9Q: 3 clusters Score -132943.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -132966.781250 Penalty: 3439.943848
	Iteration 10Q: 3 clusters Score -132966.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -133008.359375 Penalty: 3439.943848
	Iteration 11Q: 3 clusters Score -133008.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -133020.250000 Penalty: 3439.943848
	Iteration 12Q: 3 clusters Score -133020.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -133023.859375 Penalty: 3439.943848
	Iteration 13Q: 3 clusters Score -133023.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -133068.765625 Penalty: 3439.943848
	Iteration 14Q: 3 clusters Score -133068.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -133108.671875 Penalty: 3439.943848
	Iteration 15Q: 3 clusters Score -133108.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -133114.031250 Penalty: 3439.943848
	Iteration 16Q: 3 clusters Score -133114 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -133114.031250 Penalty: 3439.943848
	Iteration 17F: 3 clusters Score -133114 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 52470 members 
Mstep: Class 3 contains 5283 members 
Mstep: Class 4 contains 27268 members 
Mstep: Class 5 contains 8398 members 
Mstep: Class 6 contains 4494 members 
Mstep: Class 7 contains 26566 members 
Mstep: Class 8 contains 804 members 
Mstep: Class 9 contains 10609 members 
Mstep: Class 10 contains 3005 members 
Mstep: Class 11 contains 37308 members 
Mstep: Class 12 contains 23431 members 
Mstep: Class 13 contains 215695 members 
Mstep: Class 14 contains 41086 members 
Mstep: Class 15 contains 988 members 
Mstep: Class 16 contains 28886 members 
Mstep: Class 17 contains 9473 members 
Mstep: Class 18 contains 14296 members 
Mstep: Class 19 contains 61769 members 
Mstep: Class 20 contains 11035 members 
Mstep: Class 21 contains 16376 members 
Mstep: Class 22 contains 2989 members 
Mstep: Class 23 contains 2567 members 
Mstep: Class 24 contains 18623 members 
Mstep: Class 25 contains 2066 members 
Mstep: Class 26 contains 22020 members 
Mstep: Class 27 contains 6160 members 
Mstep: Class 28 contains 4155 members 
Mstep: Class 29 contains 37334 members 
Mstep: Class 30 contains 4525 members 
Mstep: Class 31 contains 482 members 
Mstep: Class 32 contains 442 members 
Mstep: Class 33 contains 39438 members 
Mstep: Class 34 contains 638 members 
Mstep: Class 35 contains 8666 members 
Mstep: Class 36 contains 2455 members 
Mstep: Class 37 contains 164403 members 
Mstep: Class 38 contains 8444 members 
Mstep: Class 39 contains 4228 members 
Mstep: Class 40 contains 5303 members 
Mstep: Class 41 contains 2905 members 
Mstep: Class 42 contains 3698 members 
Mstep: Class 43 contains 550 members 
Mstep: Class 44 contains 3469 members 
Mstep: Class 45 contains 1909 members 
Mstep: Class 46 contains 362 members 
Mstep: Class 47 contains 5042 members 
Mstep: Class 48 contains 1831 members 
Mstep: Class 49 contains 4223 members 
Mstep: Class 50 contains 6288 members 
Mstep: Class 51 contains 175675 members 
Mstep: Class 52 contains 348 members 
Mstep: Class 53 contains 195 members 
Mstep: Class 54 contains 355 members 
Mstep: Class 55 contains 4241 members 
Mstep: Class 56 contains 2287 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 9745 members 
Mstep: Class 59 contains 1234 members 
Mstep: Class 60 contains 18150 members 
Mstep: Class 61 contains 255 members 
Mstep: Class 62 contains 538 members 
Mstep: Class 63 contains 768 members 
Mstep: Class 64 contains 580 members 
Mstep: Class 65 contains 1140 members 
Mstep: Class 66 contains 3132 members 
Mstep: Class 67 contains 436 members 
Mstep: Class 68 contains 725 members 
Mstep: Class 69 contains 163 members 
Mstep: Class 70 contains 308 members 
Mstep: Class 71 contains 2394 members 
Mstep: Class 72 contains 490 members 
Entering Unmasked Estep 
Score: -147547152.000000 Penalty: 249769.578125
Splitting cluster 62 changes total score from -147541664.000000 to -147547152.000000
So it's getting split into cluster 72.
Entering ConstructFrom: 
Trying to split cluster 63 (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: -109513.437500 Penalty: 1647.659912
	Iteration 0F: 2 clusters Score -109513.4 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 389 members 
Entering Unmasked Estep 
Score: -107893.398438 Penalty: 3295.319824
	Iteration 0F: 3 clusters Score -107893.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -108774.773438 Penalty: 3295.319824
	Iteration 1F: 3 clusters Score -108774.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -109399.070312 Penalty: 3295.319824
	Iteration 2F: 3 clusters Score -109399.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -109771.117188 Penalty: 3295.319824
	Iteration 3F: 3 clusters Score -109771.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -110013.945312 Penalty: 3295.319824
	Iteration 4Q: 3 clusters Score -110013.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -110273.289062 Penalty: 3295.319824
	Iteration 5Q: 3 clusters Score -110273.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -110354.750000 Penalty: 3295.319824
	Iteration 6Q: 3 clusters Score -110354.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -110444.187500 Penalty: 3295.319824
	Iteration 7Q: 3 clusters Score -110444.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -110628.406250 Penalty: 3295.319824
	Iteration 8Q: 3 clusters Score -110628.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -110910.171875 Penalty: 3295.319824
	Iteration 9Q: 3 clusters Score -110910.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -111123.734375 Penalty: 3295.319824
	Iteration 10Q: 3 clusters Score -111123.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -111137.757812 Penalty: 3295.319824
	Iteration 11Q: 3 clusters Score -111137.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -111158.648438 Penalty: 3295.319824
	Iteration 12Q: 3 clusters Score -111158.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -111176.148438 Penalty: 3295.319824
	Iteration 13Q: 3 clusters Score -111176.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -111183.312500 Penalty: 3295.319824
	Iteration 14Q: 3 clusters Score -111183.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -111192.257812 Penalty: 3295.319824
	Iteration 15Q: 3 clusters Score -111192.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -111198.625000 Penalty: 3295.319824
	Iteration 16Q: 3 clusters Score -111198.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -111207.234375 Penalty: 3295.319824
	Iteration 17Q: 3 clusters Score -111207.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -111233.945312 Penalty: 3295.319824
	Iteration 18Q: 3 clusters Score -111233.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -111244.789062 Penalty: 3295.319824
	Iteration 19Q: 3 clusters Score -111244.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -111262.656250 Penalty: 3295.319824
	Iteration 20F: 3 clusters Score -111262.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -111315.796875 Penalty: 3295.319824
	Iteration 21Q: 3 clusters Score -111315.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -111437.851562 Penalty: 3295.319824
	Iteration 22Q: 3 clusters Score -111437.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -111584.921875 Penalty: 3295.319824
	Iteration 23Q: 3 clusters Score -111584.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -111637.226562 Penalty: 3295.319824
	Iteration 24Q: 3 clusters Score -111637.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -111644.843750 Penalty: 3295.319824
	Iteration 25Q: 3 clusters Score -111644.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -111644.843750 Penalty: 3295.319824
	Iteration 26F: 3 clusters Score -111644.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 52470 members 
Mstep: Class 3 contains 5283 members 
Mstep: Class 4 contains 27268 members 
Mstep: Class 5 contains 8398 members 
Mstep: Class 6 contains 4494 members 
Mstep: Class 7 contains 26566 members 
Mstep: Class 8 contains 804 members 
Mstep: Class 9 contains 10609 members 
Mstep: Class 10 contains 3005 members 
Mstep: Class 11 contains 37308 members 
Mstep: Class 12 contains 23431 members 
Mstep: Class 13 contains 215695 members 
Mstep: Class 14 contains 41086 members 
Mstep: Class 15 contains 988 members 
Mstep: Class 16 contains 28886 members 
Mstep: Class 17 contains 9473 members 
Mstep: Class 18 contains 14296 members 
Mstep: Class 19 contains 61769 members 
Mstep: Class 20 contains 11035 members 
Mstep: Class 21 contains 16376 members 
Mstep: Class 22 contains 2989 members 
Mstep: Class 23 contains 2567 members 
Mstep: Class 24 contains 18623 members 
Mstep: Class 25 contains 2066 members 
Mstep: Class 26 contains 22020 members 
Mstep: Class 27 contains 6160 members 
Mstep: Class 28 contains 4155 members 
Mstep: Class 29 contains 37334 members 
Mstep: Class 30 contains 4525 members 
Mstep: Class 31 contains 482 members 
Mstep: Class 32 contains 442 members 
Mstep: Class 33 contains 39438 members 
Mstep: Class 34 contains 638 members 
Mstep: Class 35 contains 8666 members 
Mstep: Class 36 contains 2455 members 
Mstep: Class 37 contains 164403 members 
Mstep: Class 38 contains 8444 members 
Mstep: Class 39 contains 4228 members 
Mstep: Class 40 contains 5303 members 
Mstep: Class 41 contains 2905 members 
Mstep: Class 42 contains 3698 members 
Mstep: Class 43 contains 550 members 
Mstep: Class 44 contains 3469 members 
Mstep: Class 45 contains 1909 members 
Mstep: Class 46 contains 362 members 
Mstep: Class 47 contains 5042 members 
Mstep: Class 48 contains 1831 members 
Mstep: Class 49 contains 4223 members 
Mstep: Class 50 contains 6288 members 
Mstep: Class 51 contains 175675 members 
Mstep: Class 52 contains 348 members 
Mstep: Class 53 contains 195 members 
Mstep: Class 54 contains 355 members 
Mstep: Class 55 contains 4241 members 
Mstep: Class 56 contains 2287 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 9745 members 
Mstep: Class 59 contains 1234 members 
Mstep: Class 60 contains 18150 members 
Mstep: Class 61 contains 255 members 
Mstep: Class 62 contains 538 members 
Mstep: Class 63 contains 411 members 
Mstep: Class 64 contains 580 members 
Mstep: Class 65 contains 1140 members 
Mstep: Class 66 contains 3132 members 
Mstep: Class 67 contains 436 members 
Mstep: Class 68 contains 725 members 
Mstep: Class 69 contains 163 members 
Mstep: Class 70 contains 308 members 
Mstep: Class 71 contains 2394 members 
Mstep: Class 72 contains 490 members 
Mstep: Class 73 contains 357 members 
Entering Unmasked Estep 
Score: -147547184.000000 Penalty: 253238.593750
Splitting cluster 63 changes total score from -147541664.000000 to -147547184.000000
So it's getting split into cluster 73.
Entering ConstructFrom: 
Trying to split cluster 64 (580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Entering Unmasked Estep 
Score: -79801.671875 Penalty: 1578.031006
	Iteration 0F: 2 clusters Score -79801.67 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 289 members 
Entering Unmasked Estep 
Score: -78305.945312 Penalty: 3156.062012
	Iteration 0F: 3 clusters Score -78305.95 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -79071.000000 Penalty: 3156.062012
	Iteration 1F: 3 clusters Score -79071 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -79955.125000 Penalty: 3156.062012
	Iteration 2F: 3 clusters Score -79955.12 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -80604.070312 Penalty: 3156.062012
	Iteration 3F: 3 clusters Score -80604.07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -80865.085938 Penalty: 3156.062012
	Iteration 4Q: 3 clusters Score -80865.09 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -81003.390625 Penalty: 3156.062012
	Iteration 5Q: 3 clusters Score -81003.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -81084.070312 Penalty: 3156.062012
	Iteration 6Q: 3 clusters Score -81084.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -81087.070312 Penalty: 3156.062012
	Iteration 7Q: 3 clusters Score -81087.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -81102.539062 Penalty: 3156.062012
	Iteration 8Q: 3 clusters Score -81102.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -81125.570312 Penalty: 3156.062012
	Iteration 9Q: 3 clusters Score -81125.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -81148.507812 Penalty: 3156.062012
	Iteration 10Q: 3 clusters Score -81148.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -81166.187500 Penalty: 3156.062012
	Iteration 11Q: 3 clusters Score -81166.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -81169.312500 Penalty: 3156.062012
	Iteration 12Q: 3 clusters Score -81169.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -81180.484375 Penalty: 3156.062012
	Iteration 13Q: 3 clusters Score -81180.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -81188.070312 Penalty: 3156.062012
	Iteration 14Q: 3 clusters Score -81188.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -81190.187500 Penalty: 3156.062012
	Iteration 15Q: 3 clusters Score -81190.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -81192.929688 Penalty: 3156.062012
	Iteration 16Q: 3 clusters Score -81192.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -81194.398438 Penalty: 3156.062012
	Iteration 17Q: 3 clusters Score -81194.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -81196.023438 Penalty: 3156.062012
	Iteration 18Q: 3 clusters Score -81196.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -81199.351562 Penalty: 3156.062012
	Iteration 19Q: 3 clusters Score -81199.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -81202.039062 Penalty: 3156.062012
	Iteration 20F: 3 clusters Score -81202.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -81212.984375 Penalty: 3156.062012
	Iteration 21Q: 3 clusters Score -81212.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -81230.835938 Penalty: 3156.062012
	Iteration 22Q: 3 clusters Score -81230.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -81243.984375 Penalty: 3156.062012
	Iteration 23Q: 3 clusters Score -81243.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -81261.015625 Penalty: 3156.062012
	Iteration 24Q: 3 clusters Score -81261.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -81265.421875 Penalty: 3156.062012
	Iteration 25Q: 3 clusters Score -81265.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -81272.382812 Penalty: 3156.062012
	Iteration 26Q: 3 clusters Score -81272.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -81275.531250 Penalty: 3156.062012
	Iteration 27Q: 3 clusters Score -81275.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -81286.578125 Penalty: 3156.062012
	Iteration 28Q: 3 clusters Score -81286.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -81291.726562 Penalty: 3156.062012
	Iteration 29Q: 3 clusters Score -81291.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -81293.562500 Penalty: 3156.062012
	Iteration 30Q: 3 clusters Score -81293.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -81295.382812 Penalty: 3156.062012
	Iteration 31Q: 3 clusters Score -81295.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -81296.562500 Penalty: 3156.062012
	Iteration 32F: 3 clusters Score -81296.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -81308.414062 Penalty: 3156.062012
	Iteration 33Q: 3 clusters Score -81308.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -81318.398438 Penalty: 3156.062012
	Iteration 34Q: 3 clusters Score -81318.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -81351.062500 Penalty: 3156.062012
	Iteration 35Q: 3 clusters Score -81351.06 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -81382.156250 Penalty: 3156.062012
	Iteration 36Q: 3 clusters Score -81382.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -81392.679688 Penalty: 3156.062012
	Iteration 37Q: 3 clusters Score -81392.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -81398.078125 Penalty: 3156.062012
	Iteration 38F: 3 clusters Score -81398.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -81410.500000 Penalty: 3156.062012
	Iteration 39Q: 3 clusters Score -81410.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -81410.500000 Penalty: 3156.062012
	Iteration 40F: 3 clusters Score -81410.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 52470 members 
Mstep: Class 3 contains 5283 members 
Mstep: Class 4 contains 27268 members 
Mstep: Class 5 contains 8398 members 
Mstep: Class 6 contains 4494 members 
Mstep: Class 7 contains 26566 members 
Mstep: Class 8 contains 804 members 
Mstep: Class 9 contains 10609 members 
Mstep: Class 10 contains 3005 members 
Mstep: Class 11 contains 37308 members 
Mstep: Class 12 contains 23431 members 
Mstep: Class 13 contains 215695 members 
Mstep: Class 14 contains 41086 members 
Mstep: Class 15 contains 988 members 
Mstep: Class 16 contains 28886 members 
Mstep: Class 17 contains 9473 members 
Mstep: Class 18 contains 14296 members 
Mstep: Class 19 contains 61769 members 
Mstep: Class 20 contains 11035 members 
Mstep: Class 21 contains 16376 members 
Mstep: Class 22 contains 2989 members 
Mstep: Class 23 contains 2567 members 
Mstep: Class 24 contains 18623 members 
Mstep: Class 25 contains 2066 members 
Mstep: Class 26 contains 22020 members 
Mstep: Class 27 contains 6160 members 
Mstep: Class 28 contains 4155 members 
Mstep: Class 29 contains 37334 members 
Mstep: Class 30 contains 4525 members 
Mstep: Class 31 contains 482 members 
Mstep: Class 32 contains 442 members 
Mstep: Class 33 contains 39438 members 
Mstep: Class 34 contains 638 members 
Mstep: Class 35 contains 8666 members 
Mstep: Class 36 contains 2455 members 
Mstep: Class 37 contains 164403 members 
Mstep: Class 38 contains 8444 members 
Mstep: Class 39 contains 4228 members 
Mstep: Class 40 contains 5303 members 
Mstep: Class 41 contains 2905 members 
Mstep: Class 42 contains 3698 members 
Mstep: Class 43 contains 550 members 
Mstep: Class 44 contains 3469 members 
Mstep: Class 45 contains 1909 members 
Mstep: Class 46 contains 362 members 
Mstep: Class 47 contains 5042 members 
Mstep: Class 48 contains 1831 members 
Mstep: Class 49 contains 4223 members 
Mstep: Class 50 contains 6288 members 
Mstep: Class 51 contains 175675 members 
Mstep: Class 52 contains 348 members 
Mstep: Class 53 contains 195 members 
Mstep: Class 54 contains 355 members 
Mstep: Class 55 contains 4241 members 
Mstep: Class 56 contains 2287 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 9745 members 
Mstep: Class 59 contains 1234 members 
Mstep: Class 60 contains 18150 members 
Mstep: Class 61 contains 255 members 
Mstep: Class 62 contains 538 members 
Mstep: Class 63 contains 411 members 
Mstep: Class 64 contains 348 members 
Mstep: Class 65 contains 1140 members 
Mstep: Class 66 contains 3132 members 
Mstep: Class 67 contains 436 members 
Mstep: Class 68 contains 725 members 
Mstep: Class 69 contains 163 members 
Mstep: Class 70 contains 308 members 
Mstep: Class 71 contains 2394 members 
Mstep: Class 72 contains 490 members 
Mstep: Class 73 contains 357 members 
Mstep: Class 74 contains 232 members 
Entering Unmasked Estep 
Score: -147546928.000000 Penalty: 256707.609375
Splitting cluster 64 changes total score from -147541664.000000 to -147546928.000000
So it's getting split into cluster 74.
Entering ConstructFrom: 
Trying to split cluster 65 (1140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Entering Unmasked Estep 
Score: -166689.203125 Penalty: 1745.618286
	Iteration 0F: 2 clusters Score -166689.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -164768.828125 Penalty: 3491.236572
	Iteration 0F: 3 clusters Score -164768.8 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -166293.687500 Penalty: 3491.236572
	Iteration 1F: 3 clusters Score -166293.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -167466.593750 Penalty: 3491.236572
	Iteration 2F: 3 clusters Score -167466.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -168251.750000 Penalty: 3491.236572
	Iteration 3F: 3 clusters Score -168251.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -168411.703125 Penalty: 3491.236572
	Iteration 4Q: 3 clusters Score -168411.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -168591.187500 Penalty: 3491.236572
	Iteration 5Q: 3 clusters Score -168591.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -168790.171875 Penalty: 3491.236572
	Iteration 6Q: 3 clusters Score -168790.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -169164.000000 Penalty: 3491.236572
	Iteration 7Q: 3 clusters Score -169164 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -169373.421875 Penalty: 3491.236572
	Iteration 8Q: 3 clusters Score -169373.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -169443.281250 Penalty: 3491.236572
	Iteration 9Q: 3 clusters Score -169443.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -169532.546875 Penalty: 3491.236572
	Iteration 10Q: 3 clusters Score -169532.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -169620.578125 Penalty: 3491.236572
	Iteration 11Q: 3 clusters Score -169620.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -169729.500000 Penalty: 3491.236572
	Iteration 12Q: 3 clusters Score -169729.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -169858.078125 Penalty: 3491.236572
	Iteration 13Q: 3 clusters Score -169858.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -169982.218750 Penalty: 3491.236572
	Iteration 14Q: 3 clusters Score -169982.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -169987.890625 Penalty: 3491.236572
	Iteration 15F: 3 clusters Score -169987.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -169993.375000 Penalty: 3491.236572
	Iteration 16Q: 3 clusters Score -169993.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -169993.375000 Penalty: 3491.236572
	Iteration 17F: 3 clusters Score -169993.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 52470 members 
Mstep: Class 3 contains 5283 members 
Mstep: Class 4 contains 27268 members 
Mstep: Class 5 contains 8398 members 
Mstep: Class 6 contains 4494 members 
Mstep: Class 7 contains 26566 members 
Mstep: Class 8 contains 804 members 
Mstep: Class 9 contains 10609 members 
Mstep: Class 10 contains 3005 members 
Mstep: Class 11 contains 37308 members 
Mstep: Class 12 contains 23431 members 
Mstep: Class 13 contains 215695 members 
Mstep: Class 14 contains 41086 members 
Mstep: Class 15 contains 988 members 
Mstep: Class 16 contains 28886 members 
Mstep: Class 17 contains 9473 members 
Mstep: Class 18 contains 14296 members 
Mstep: Class 19 contains 61769 members 
Mstep: Class 20 contains 11035 members 
Mstep: Class 21 contains 16376 members 
Mstep: Class 22 contains 2989 members 
Mstep: Class 23 contains 2567 members 
Mstep: Class 24 contains 18623 members 
Mstep: Class 25 contains 2066 members 
Mstep: Class 26 contains 22020 members 
Mstep: Class 27 contains 6160 members 
Mstep: Class 28 contains 4155 members 
Mstep: Class 29 contains 37334 members 
Mstep: Class 30 contains 4525 members 
Mstep: Class 31 contains 482 members 
Mstep: Class 32 contains 442 members 
Mstep: Class 33 contains 39438 members 
Mstep: Class 34 contains 638 members 
Mstep: Class 35 contains 8666 members 
Mstep: Class 36 contains 2455 members 
Mstep: Class 37 contains 164403 members 
Mstep: Class 38 contains 8444 members 
Mstep: Class 39 contains 4228 members 
Mstep: Class 40 contains 5303 members 
Mstep: Class 41 contains 2905 members 
Mstep: Class 42 contains 3698 members 
Mstep: Class 43 contains 550 members 
Mstep: Class 44 contains 3469 members 
Mstep: Class 45 contains 1909 members 
Mstep: Class 46 contains 362 members 
Mstep: Class 47 contains 5042 members 
Mstep: Class 48 contains 1831 members 
Mstep: Class 49 contains 4223 members 
Mstep: Class 50 contains 6288 members 
Mstep: Class 51 contains 175675 members 
Mstep: Class 52 contains 348 members 
Mstep: Class 53 contains 195 members 
Mstep: Class 54 contains 355 members 
Mstep: Class 55 contains 4241 members 
Mstep: Class 56 contains 2287 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 9745 members 
Mstep: Class 59 contains 1234 members 
Mstep: Class 60 contains 18150 members 
Mstep: Class 61 contains 255 members 
Mstep: Class 62 contains 538 members 
Mstep: Class 63 contains 411 members 
Mstep: Class 64 contains 348 members 
Mstep: Class 65 contains 617 members 
Mstep: Class 66 contains 3132 members 
Mstep: Class 67 contains 436 members 
Mstep: Class 68 contains 725 members 
Mstep: Class 69 contains 163 members 
Mstep: Class 70 contains 308 members 
Mstep: Class 71 contains 2394 members 
Mstep: Class 72 contains 490 members 
Mstep: Class 73 contains 357 members 
Mstep: Class 74 contains 232 members 
Mstep: Class 75 contains 523 members 
Entering Unmasked Estep 
Score: -147548496.000000 Penalty: 260176.640625
Splitting cluster 65 changes total score from -147541664.000000 to -147548496.000000
So it's getting split into cluster 75.
Entering ConstructFrom: 
Trying to split cluster 67 (436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Entering Unmasked Estep 
Score: -55227.753906 Penalty: 1507.255371
	Iteration 0F: 2 clusters Score -55227.75 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 227 members 
Entering Unmasked Estep 
Score: -54030.781250 Penalty: 3014.510742
	Iteration 0F: 3 clusters Score -54030.78 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -54760.542969 Penalty: 3014.510742
	Iteration 1F: 3 clusters Score -54760.54 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -55142.027344 Penalty: 3014.510742
	Iteration 2F: 3 clusters Score -55142.03 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -55442.007812 Penalty: 3014.510742
	Iteration 3Q: 3 clusters Score -55442.01 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -55484.285156 Penalty: 3014.510742
	Iteration 4Q: 3 clusters Score -55484.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -55506.886719 Penalty: 3014.510742
	Iteration 5Q: 3 clusters Score -55506.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -55518.960938 Penalty: 3014.510742
	Iteration 6Q: 3 clusters Score -55518.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -55518.960938 Penalty: 3014.510742
	Iteration 7F: 3 clusters Score -55518.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 52470 members 
Mstep: Class 3 contains 5283 members 
Mstep: Class 4 contains 27268 members 
Mstep: Class 5 contains 8398 members 
Mstep: Class 6 contains 4494 members 
Mstep: Class 7 contains 26566 members 
Mstep: Class 8 contains 804 members 
Mstep: Class 9 contains 10609 members 
Mstep: Class 10 contains 3005 members 
Mstep: Class 11 contains 37308 members 
Mstep: Class 12 contains 23431 members 
Mstep: Class 13 contains 215695 members 
Mstep: Class 14 contains 41086 members 
Mstep: Class 15 contains 988 members 
Mstep: Class 16 contains 28886 members 
Mstep: Class 17 contains 9473 members 
Mstep: Class 18 contains 14296 members 
Mstep: Class 19 contains 61769 members 
Mstep: Class 20 contains 11035 members 
Mstep: Class 21 contains 16376 members 
Mstep: Class 22 contains 2989 members 
Mstep: Class 23 contains 2567 members 
Mstep: Class 24 contains 18623 members 
Mstep: Class 25 contains 2066 members 
Mstep: Class 26 contains 22020 members 
Mstep: Class 27 contains 6160 members 
Mstep: Class 28 contains 4155 members 
Mstep: Class 29 contains 37334 members 
Mstep: Class 30 contains 4525 members 
Mstep: Class 31 contains 482 members 
Mstep: Class 32 contains 442 members 
Mstep: Class 33 contains 39438 members 
Mstep: Class 34 contains 638 members 
Mstep: Class 35 contains 8666 members 
Mstep: Class 36 contains 2455 members 
Mstep: Class 37 contains 164403 members 
Mstep: Class 38 contains 8444 members 
Mstep: Class 39 contains 4228 members 
Mstep: Class 40 contains 5303 members 
Mstep: Class 41 contains 2905 members 
Mstep: Class 42 contains 3698 members 
Mstep: Class 43 contains 550 members 
Mstep: Class 44 contains 3469 members 
Mstep: Class 45 contains 1909 members 
Mstep: Class 46 contains 362 members 
Mstep: Class 47 contains 5042 members 
Mstep: Class 48 contains 1831 members 
Mstep: Class 49 contains 4223 members 
Mstep: Class 50 contains 6288 members 
Mstep: Class 51 contains 175675 members 
Mstep: Class 52 contains 348 members 
Mstep: Class 53 contains 195 members 
Mstep: Class 54 contains 355 members 
Mstep: Class 55 contains 4241 members 
Mstep: Class 56 contains 2287 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 9745 members 
Mstep: Class 59 contains 1234 members 
Mstep: Class 60 contains 18150 members 
Mstep: Class 61 contains 255 members 
Mstep: Class 62 contains 538 members 
Mstep: Class 63 contains 411 members 
Mstep: Class 64 contains 348 members 
Mstep: Class 65 contains 617 members 
Mstep: Class 66 contains 3132 members 
Mstep: Class 67 contains 199 members 
Mstep: Class 68 contains 725 members 
Mstep: Class 69 contains 163 members 
Mstep: Class 70 contains 308 members 
Mstep: Class 71 contains 2394 members 
Mstep: Class 72 contains 490 members 
Mstep: Class 73 contains 357 members 
Mstep: Class 74 contains 232 members 
Mstep: Class 75 contains 523 members 
Mstep: Class 76 contains 237 members 
Entering Unmasked Estep 
Score: -147546944.000000 Penalty: 263645.656250
Splitting cluster 67 changes total score from -147541664.000000 to -147546944.000000
So it's getting split into cluster 76.
Entering ConstructFrom: 
Trying to split cluster 68 (725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Entering Unmasked Estep 
Score: -104324.765625 Penalty: 1633.370605
	Iteration 0F: 2 clusters Score -104324.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -102735.367188 Penalty: 3266.741211
	Iteration 0F: 3 clusters Score -102735.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -103588.125000 Penalty: 3266.741211
	Iteration 1F: 3 clusters Score -103588.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -104135.921875 Penalty: 3266.741211
	Iteration 2F: 3 clusters Score -104135.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -104744.523438 Penalty: 3266.741211
	Iteration 3F: 3 clusters Score -104744.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -104953.601562 Penalty: 3266.741211
	Iteration 4Q: 3 clusters Score -104953.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -105017.187500 Penalty: 3266.741211
	Iteration 5Q: 3 clusters Score -105017.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -105066.054688 Penalty: 3266.741211
	Iteration 6Q: 3 clusters Score -105066.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -105101.062500 Penalty: 3266.741211
	Iteration 7Q: 3 clusters Score -105101.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -105111.718750 Penalty: 3266.741211
	Iteration 8Q: 3 clusters Score -105111.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -105111.718750 Penalty: 3266.741211
	Iteration 9F: 3 clusters Score -105111.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 52470 members 
Mstep: Class 3 contains 5283 members 
Mstep: Class 4 contains 27268 members 
Mstep: Class 5 contains 8398 members 
Mstep: Class 6 contains 4494 members 
Mstep: Class 7 contains 26566 members 
Mstep: Class 8 contains 804 members 
Mstep: Class 9 contains 10609 members 
Mstep: Class 10 contains 3005 members 
Mstep: Class 11 contains 37308 members 
Mstep: Class 12 contains 23431 members 
Mstep: Class 13 contains 215695 members 
Mstep: Class 14 contains 41086 members 
Mstep: Class 15 contains 988 members 
Mstep: Class 16 contains 28886 members 
Mstep: Class 17 contains 9473 members 
Mstep: Class 18 contains 14296 members 
Mstep: Class 19 contains 61769 members 
Mstep: Class 20 contains 11035 members 
Mstep: Class 21 contains 16376 members 
Mstep: Class 22 contains 2989 members 
Mstep: Class 23 contains 2567 members 
Mstep: Class 24 contains 18623 members 
Mstep: Class 25 contains 2066 members 
Mstep: Class 26 contains 22020 members 
Mstep: Class 27 contains 6160 members 
Mstep: Class 28 contains 4155 members 
Mstep: Class 29 contains 37334 members 
Mstep: Class 30 contains 4525 members 
Mstep: Class 31 contains 482 members 
Mstep: Class 32 contains 442 members 
Mstep: Class 33 contains 39438 members 
Mstep: Class 34 contains 638 members 
Mstep: Class 35 contains 8666 members 
Mstep: Class 36 contains 2455 members 
Mstep: Class 37 contains 164403 members 
Mstep: Class 38 contains 8444 members 
Mstep: Class 39 contains 4228 members 
Mstep: Class 40 contains 5303 members 
Mstep: Class 41 contains 2905 members 
Mstep: Class 42 contains 3698 members 
Mstep: Class 43 contains 550 members 
Mstep: Class 44 contains 3469 members 
Mstep: Class 45 contains 1909 members 
Mstep: Class 46 contains 362 members 
Mstep: Class 47 contains 5042 members 
Mstep: Class 48 contains 1831 members 
Mstep: Class 49 contains 4223 members 
Mstep: Class 50 contains 6288 members 
Mstep: Class 51 contains 175675 members 
Mstep: Class 52 contains 348 members 
Mstep: Class 53 contains 195 members 
Mstep: Class 54 contains 355 members 
Mstep: Class 55 contains 4241 members 
Mstep: Class 56 contains 2287 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 9745 members 
Mstep: Class 59 contains 1234 members 
Mstep: Class 60 contains 18150 members 
Mstep: Class 61 contains 255 members 
Mstep: Class 62 contains 538 members 
Mstep: Class 63 contains 411 members 
Mstep: Class 64 contains 348 members 
Mstep: Class 65 contains 617 members 
Mstep: Class 66 contains 3132 members 
Mstep: Class 67 contains 199 members 
Mstep: Class 68 contains 326 members 
Mstep: Class 69 contains 163 members 
Mstep: Class 70 contains 308 members 
Mstep: Class 71 contains 2394 members 
Mstep: Class 72 contains 490 members 
Mstep: Class 73 contains 357 members 
Mstep: Class 74 contains 232 members 
Mstep: Class 75 contains 523 members 
Mstep: Class 76 contains 237 members 
Mstep: Class 77 contains 399 members 
Entering Unmasked Estep 
Score: -147545888.000000 Penalty: 267114.687500
Splitting cluster 68 changes total score from -147541664.000000 to -147545888.000000
So it's getting split into cluster 77.
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 52470 members 
Mstep: Class 3 contains 5283 members 
Mstep: Class 4 contains 27268 members 
Mstep: Class 5 contains 8398 members 
Mstep: Class 6 contains 4494 members 
Mstep: Class 7 contains 26566 members 
Mstep: Class 8 contains 804 members 
Mstep: Class 9 contains 10609 members 
Mstep: Class 10 contains 3005 members 
Mstep: Class 11 contains 37308 members 
Mstep: Class 12 contains 23431 members 
Mstep: Class 13 contains 215695 members 
Mstep: Class 14 contains 41086 members 
Mstep: Class 15 contains 988 members 
Mstep: Class 16 contains 28886 members 
Mstep: Class 17 contains 9473 members 
Mstep: Class 18 contains 14296 members 
Mstep: Class 19 contains 61769 members 
Mstep: Class 20 contains 11035 members 
Mstep: Class 21 contains 16376 members 
Mstep: Class 22 contains 2989 members 
Mstep: Class 23 contains 2567 members 
Mstep: Class 24 contains 18623 members 
Mstep: Class 25 contains 2066 members 
Mstep: Class 26 contains 22020 members 
Mstep: Class 27 contains 6160 members 
Mstep: Class 28 contains 4155 members 
Mstep: Class 29 contains 37334 members 
Mstep: Class 30 contains 4525 members 
Mstep: Class 31 contains 482 members 
Mstep: Class 32 contains 442 members 
Mstep: Class 33 contains 39438 members 
Mstep: Class 34 contains 638 members 
Mstep: Class 35 contains 8666 members 
Mstep: Class 36 contains 2455 members 
Mstep: Class 37 contains 164403 members 
Mstep: Class 38 contains 8444 members 
Mstep: Class 39 contains 4228 members 
Mstep: Class 40 contains 5303 members 
Mstep: Class 41 contains 2905 members 
Mstep: Class 42 contains 3698 members 
Mstep: Class 43 contains 550 members 
Mstep: Class 44 contains 3469 members 
Mstep: Class 45 contains 1909 members 
Mstep: Class 46 contains 362 members 
Mstep: Class 47 contains 5042 members 
Mstep: Class 48 contains 1831 members 
Mstep: Class 49 contains 4223 members 
Mstep: Class 50 contains 6288 members 
Mstep: Class 51 contains 175675 members 
Mstep: Class 52 contains 348 members 
Mstep: Class 53 contains 195 members 
Mstep: Class 54 contains 355 members 
Mstep: Class 55 contains 4241 members 
Mstep: Class 56 contains 2287 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 9745 members 
Mstep: Class 59 contains 1234 members 
Mstep: Class 60 contains 18150 members 
Mstep: Class 61 contains 255 members 
Mstep: Class 62 contains 538 members 
Mstep: Class 63 contains 411 members 
Mstep: Class 64 contains 348 members 
Mstep: Class 65 contains 617 members 
Mstep: Class 67 contains 199 members 
Mstep: Class 68 contains 326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147546736.000000 Penalty: 267114.687500
Iteration 199Q: 78 clusters Score -1.475467e+08 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 52493 members 
Mstep: Class 3 contains 5283 members 
Mstep: Class 4 contains 27268 members 
Mstep: Class 5 contains 8399 members 
Mstep: Class 6 contains 4493 members 
Mstep: Class 7 contains 26568 members 
Mstep: Class 8 contains 788 members 
Mstep: Class 9 contains 10661 members 
Mstep: Class 10 contains 3005 members 
Mstep: Class 11 contains 37309 members 
Mstep: Class 12 contains 23417 members 
Mstep: Class 13 contains 215701 members 
Mstep: Class 14 contains 41080 members 
Mstep: Class 15 contains 996 members 
Mstep: Class 16 contains 28906 members 
Mstep: Class 17 contains 9463 members 
Mstep: Class 18 contains 14295 members 
Mstep: Class 19 contains 61756 members 
Mstep: Class 20 contains 11032 members 
Mstep: Class 21 contains 16390 members 
Mstep: Class 22 contains 2989 members 
Mstep: Class 23 contains 2567 members 
Mstep: Class 24 contains 18623 members 
Mstep: Class 25 contains 2067 members 
Mstep: Class 26 contains 22048 members 
Mstep: Class 27 contains 6160 members 
Mstep: Class 28 contains 4155 members 
Mstep: Class 29 contains 37327 members 
Mstep: Class 30 contains 4527 members 
Mstep: Class 31 contains 482 members 
Mstep: Class 32 contains 445 members 
Mstep: Class 33 contains 39355 members 
Mstep: Class 34 contains 630 members 
Mstep: Class 35 contains 8676 members 
Mstep: Class 36 contains 2455 members 
Mstep: Class 37 contains 164391 members 
Mstep: Class 38 contains 8435 members 
Mstep: Class 39 contains 4230 members 
Mstep: Class 40 contains 5302 members 
Mstep: Class 41 contains 2905 members 
Mstep: Class 42 contains 3698 members 
Mstep: Class 43 contains 550 members 
Mstep: Class 44 contains 3469 members 
Mstep: Class 45 contains 1909 members 
Mstep: Class 46 contains 368 members 
Mstep: Class 47 contains 5045 members 
Mstep: Class 48 contains 1865 members 
Mstep: Class 49 contains 4223 members 
Mstep: Class 50 contains 6288 members 
Mstep: Class 51 contains 175648 members 
Mstep: Class 52 contains 352 members 
Mstep: Class 53 contains 196 members 
Mstep: Class 54 contains 355 members 
Mstep: Class 55 contains 4247 members 
Mstep: Class 56 contains 2304 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 9775 members 
Mstep: Class 59 contains 1234 members 
Mstep: Class 60 contains 18119 members 
Mstep: Class 61 contains 255 members 
Mstep: Class 62 contains 611 members 
Mstep: Class 63 contains 423 members 
Mstep: Class 64 contains 349 members 
Mstep: Class 65 contains 626 members 
Mstep: Class 66 contains 3070 members 
Mstep: Class 67 contains 197 members 
Mstep: Class 68 contains 329 members 
Mstep: Class 69 contains 161 members 
Mstep: Class 70 contains 306 members 
Mstep: Class 71 contains 2356 members 
Mstep: Class 72 contains 486 members 
Mstep: Class 73 contains 350 members 
Mstep: Class 74 contains 228 members 
Mstep: Class 75 contains 519 members 
Mstep: Class 76 contains 234 members 
Mstep: Class 77 contains 398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147547840.000000 Penalty: 267114.687500
Iteration 200F: 78 clusters Score -1.475478e+08 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 52506 members 
Mstep: Class 3 contains 5283 members 
Mstep: Class 4 contains 27267 members 
Mstep: Class 5 contains 8390 members 
Mstep: Class 6 contains 4493 members 
Mstep: Class 7 contains 26570 members 
Mstep: Class 8 contains 778 members 
Mstep: Class 9 contains 10714 members 
Mstep: Class 10 contains 3006 members 
Mstep: Class 11 contains 37307 members 
Mstep: Class 12 contains 23406 members 
Mstep: Class 13 contains 215706 members 
Mstep: Class 14 contains 41086 members 
Mstep: Class 15 contains 962 members 
Mstep: Class 16 contains 28921 members 
Mstep: Class 17 contains 9456 members 
Mstep: Class 18 contains 14294 members 
Mstep: Class 19 contains 61752 members 
Mstep: Class 20 contains 11027 members 
Mstep: Class 21 contains 16400 members 
Mstep: Class 22 contains 2989 members 
Mstep: Class 23 contains 2568 members 
Mstep: Class 24 contains 18624 members 
Mstep: Class 25 contains 2068 members 
Mstep: Class 26 contains 22066 members 
Mstep: Class 27 contains 6159 members 
Mstep: Class 28 contains 4154 members 
Mstep: Class 29 contains 37325 members 
Mstep: Class 30 contains 4526 members 
Mstep: Class 31 contains 482 members 
Mstep: Class 32 contains 440 members 
Mstep: Class 33 contains 39276 members 
Mstep: Class 34 contains 620 members 
Mstep: Class 35 contains 8681 members 
Mstep: Class 36 contains 2455 members 
Mstep: Class 37 contains 164379 members 
Mstep: Class 38 contains 8429 members 
Mstep: Class 39 contains 4230 members 
Mstep: Class 40 contains 5302 members 
Mstep: Class 41 contains 2905 members 
Mstep: Class 42 contains 3698 members 
Mstep: Class 43 contains 550 members 
Mstep: Class 44 contains 3469 members 
Mstep: Class 45 contains 1909 members 
Mstep: Class 46 contains 366 members 
Mstep: Class 47 contains 5045 members 
Mstep: Class 48 contains 1864 members 
Mstep: Class 49 contains 4223 members 
Mstep: Class 50 contains 6289 members 
Mstep: Class 51 contains 175627 members 
Mstep: Class 52 contains 347 members 
Mstep: Class 53 contains 200 members 
Mstep: Class 54 contains 355 members 
Mstep: Class 55 contains 4256 members 
Mstep: Class 56 contains 2310 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 9822 members 
Mstep: Class 59 contains 1228 members 
Mstep: Class 60 contains 18087 members 
Mstep: Class 61 contains 255 members 
Mstep: Class 62 contains 633 members 
Mstep: Class 63 contains 429 members 
Mstep: Class 64 contains 348 members 
Mstep: Class 65 contains 617 members 
Mstep: Class 66 contains 3087 members 
Mstep: Class 67 contains 193 members 
Mstep: Class 68 contains 329 members 
Mstep: Class 69 contains 159 members 
Mstep: Class 70 contains 306 members 
Mstep: Class 71 contains 2399 members 
Mstep: Class 72 contains 483 members 
Mstep: Class 73 contains 353 members 
Mstep: Class 74 contains 228 members 
Mstep: Class 75 contains 516 members 
Mstep: Class 76 contains 234 members 
Mstep: Class 77 contains 399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147548784.000000 Penalty: 267114.687500
Iteration 201Q: 78 clusters Score -1.475488e+08 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 52516 members 
Mstep: Class 3 contains 5283 members 
Mstep: Class 4 contains 27267 members 
Mstep: Class 5 contains 8371 members 
Mstep: Class 6 contains 4493 members 
Mstep: Class 7 contains 26568 members 
Mstep: Class 8 contains 772 members 
Mstep: Class 9 contains 10753 members 
Mstep: Class 10 contains 3007 members 
Mstep: Class 11 contains 37301 members 
Mstep: Class 12 contains 23399 members 
Mstep: Class 13 contains 215706 members 
Mstep: Class 14 contains 41084 members 
Mstep: Class 15 contains 941 members 
Mstep: Class 16 contains 28934 members 
Mstep: Class 17 contains 9453 members 
Mstep: Class 18 contains 14293 members 
Mstep: Class 19 contains 61744 members 
Mstep: Class 20 contains 11023 members 
Mstep: Class 21 contains 16405 members 
Mstep: Class 22 contains 2989 members 
Mstep: Class 23 contains 2568 members 
Mstep: Class 24 contains 18623 members 
Mstep: Class 25 contains 2068 members 
Mstep: Class 26 contains 22076 members 
Mstep: Class 27 contains 6161 members 
Mstep: Class 28 contains 4153 members 
Mstep: Class 29 contains 37318 members 
Mstep: Class 30 contains 4528 members 
Mstep: Class 31 contains 482 members 
Mstep: Class 32 contains 437 members 
Mstep: Class 33 contains 39217 members 
Mstep: Class 34 contains 612 members 
Mstep: Class 35 contains 8686 members 
Mstep: Class 36 contains 2454 members 
Mstep: Class 37 contains 164380 members 
Mstep: Class 38 contains 8422 members 
Mstep: Class 39 contains 4235 members 
Mstep: Class 40 contains 5301 members 
Mstep: Class 41 contains 2905 members 
Mstep: Class 42 contains 3699 members 
Mstep: Class 43 contains 550 members 
Mstep: Class 44 contains 3469 members 
Mstep: Class 45 contains 1909 members 
Mstep: Class 46 contains 366 members 
Mstep: Class 47 contains 5051 members 
Mstep: Class 48 contains 1867 members 
Mstep: Class 49 contains 4222 members 
Mstep: Class 50 contains 6289 members 
Mstep: Class 51 contains 175611 members 
Mstep: Class 52 contains 347 members 
Mstep: Class 53 contains 204 members 
Mstep: Class 54 contains 355 members 
Mstep: Class 55 contains 4267 members 
Mstep: Class 56 contains 2316 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 9876 members 
Mstep: Class 59 contains 1228 members 
Mstep: Class 60 contains 18061 members 
Mstep: Class 61 contains 255 members 
Mstep: Class 62 contains 650 members 
Mstep: Class 63 contains 436 members 
Mstep: Class 64 contains 347 members 
Mstep: Class 65 contains 618 members 
Mstep: Class 66 contains 3098 members 
Mstep: Class 67 contains 190 members 
Mstep: Class 68 contains 326 members 
Mstep: Class 69 contains 160 members 
Mstep: Class 70 contains 306 members 
Mstep: Class 71 contains 2408 members 
Mstep: Class 72 contains 481 members 
Mstep: Class 73 contains 357 members 
Mstep: Class 74 contains 227 members 
Mstep: Class 75 contains 509 members 
Mstep: Class 76 contains 232 members 
Mstep: Class 77 contains 400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147549360.000000 Penalty: 267114.687500
Iteration 202Q: 78 clusters Score -1.475494e+08 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 52530 members 
Mstep: Class 3 contains 5283 members 
Mstep: Class 4 contains 27264 members 
Mstep: Class 5 contains 8356 members 
Mstep: Class 6 contains 4493 members 
Mstep: Class 7 contains 26565 members 
Mstep: Class 8 contains 770 members 
Mstep: Class 9 contains 10790 members 
Mstep: Class 10 contains 3007 members 
Mstep: Class 11 contains 37299 members 
Mstep: Class 12 contains 23391 members 
Mstep: Class 13 contains 215713 members 
Mstep: Class 14 contains 41080 members 
Mstep: Class 15 contains 928 members 
Mstep: Class 16 contains 28930 members 
Mstep: Class 17 contains 9452 members 
Mstep: Class 18 contains 14294 members 
Mstep: Class 19 contains 61733 members 
Mstep: Class 20 contains 11021 members 
Mstep: Class 21 contains 16402 members 
Mstep: Class 22 contains 2989 members 
Mstep: Class 23 contains 2568 members 
Mstep: Class 24 contains 18624 members 
Mstep: Class 25 contains 2068 members 
Mstep: Class 26 contains 22086 members 
Mstep: Class 27 contains 6162 members 
Mstep: Class 28 contains 4153 members 
Mstep: Class 29 contains 37305 members 
Mstep: Class 30 contains 4528 members 
Mstep: Class 31 contains 482 members 
Mstep: Class 32 contains 437 members 
Mstep: Class 33 contains 39146 members 
Mstep: Class 34 contains 611 members 
Mstep: Class 35 contains 8692 members 
Mstep: Class 36 contains 2454 members 
Mstep: Class 37 contains 164378 members 
Mstep: Class 38 contains 8416 members 
Mstep: Class 39 contains 4234 members 
Mstep: Class 40 contains 5301 members 
Mstep: Class 41 contains 2905 members 
Mstep: Class 42 contains 3699 members 
Mstep: Class 43 contains 550 members 
Mstep: Class 44 contains 3469 members 
Mstep: Class 45 contains 1909 members 
Mstep: Class 46 contains 366 members 
Mstep: Class 47 contains 5059 members 
Mstep: Class 48 contains 1863 members 
Mstep: Class 49 contains 4222 members 
Mstep: Class 50 contains 6290 members 
Mstep: Class 51 contains 175601 members 
Mstep: Class 52 contains 348 members 
Mstep: Class 53 contains 205 members 
Mstep: Class 54 contains 355 members 
Mstep: Class 55 contains 4273 members 
Mstep: Class 56 contains 2326 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 9943 members 
Mstep: Class 59 contains 1228 members 
Mstep: Class 60 contains 18051 members 
Mstep: Class 61 contains 255 members 
Mstep: Class 62 contains 670 members 
Mstep: Class 63 contains 436 members 
Mstep: Class 64 contains 347 members 
Mstep: Class 65 contains 619 members 
Mstep: Class 66 contains 3102 members 
Mstep: Class 67 contains 190 members 
Mstep: Class 68 contains 323 members 
Mstep: Class 69 contains 160 members 
Mstep: Class 70 contains 306 members 
Mstep: Class 71 contains 2409 members 
Mstep: Class 72 contains 477 members 
Mstep: Class 73 contains 358 members 
Mstep: Class 74 contains 227 members 
Mstep: Class 75 contains 508 members 
Mstep: Class 76 contains 230 members 
Mstep: Class 77 contains 400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147549696.000000 Penalty: 267114.687500
Iteration 203Q: 78 clusters Score -1.475497e+08 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 52531 members 
Mstep: Class 3 contains 5281 members 
Mstep: Class 4 contains 27264 members 
Mstep: Class 5 contains 8345 members 
Mstep: Class 6 contains 4493 members 
Mstep: Class 7 contains 26567 members 
Mstep: Class 8 contains 768 members 
Mstep: Class 9 contains 10820 members 
Mstep: Class 10 contains 3008 members 
Mstep: Class 11 contains 37297 members 
Mstep: Class 12 contains 23391 members 
Mstep: Class 13 contains 215724 members 
Mstep: Class 14 contains 41071 members 
Mstep: Class 15 contains 923 members 
Mstep: Class 16 contains 28933 members 
Mstep: Class 17 contains 9451 members 
Mstep: Class 18 contains 14294 members 
Mstep: Class 19 contains 61724 members 
Mstep: Class 20 contains 11020 members 
Mstep: Class 21 contains 16409 members 
Mstep: Class 22 contains 2989 members 
Mstep: Class 23 contains 2568 members 
Mstep: Class 24 contains 18630 members 
Mstep: Class 25 contains 2068 members 
Mstep: Class 26 contains 22093 members 
Mstep: Class 27 contains 6162 members 
Mstep: Class 28 contains 4153 members 
Mstep: Class 29 contains 37296 members 
Mstep: Class 30 contains 4528 members 
Mstep: Class 31 contains 482 members 
Mstep: Class 32 contains 435 members 
Mstep: Class 33 contains 39077 members 
Mstep: Class 34 contains 608 members 
Mstep: Class 35 contains 8696 members 
Mstep: Class 36 contains 2454 members 
Mstep: Class 37 contains 164373 members 
Mstep: Class 38 contains 8408 members 
Mstep: Class 39 contains 4234 members 
Mstep: Class 40 contains 5301 members 
Mstep: Class 41 contains 2905 members 
Mstep: Class 42 contains 3699 members 
Mstep: Class 43 contains 550 members 
Mstep: Class 44 contains 3469 members 
Mstep: Class 45 contains 1909 members 
Mstep: Class 46 contains 367 members 
Mstep: Class 47 contains 5062 members 
Mstep: Class 48 contains 1860 members 
Mstep: Class 49 contains 4222 members 
Mstep: Class 50 contains 6291 members 
Mstep: Class 51 contains 175595 members 
Mstep: Class 52 contains 350 members 
Mstep: Class 53 contains 205 members 
Mstep: Class 54 contains 355 members 
Mstep: Class 55 contains 4275 members 
Mstep: Class 56 contains 2333 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 10008 members 
Mstep: Class 59 contains 1228 members 
Mstep: Class 60 contains 18033 members 
Mstep: Class 61 contains 255 members 
Mstep: Class 62 contains 695 members 
Mstep: Class 63 contains 438 members 
Mstep: Class 64 contains 346 members 
Mstep: Class 65 contains 619 members 
Mstep: Class 66 contains 3100 members 
Mstep: Class 67 contains 190 members 
Mstep: Class 68 contains 323 members 
Mstep: Class 69 contains 160 members 
Mstep: Class 70 contains 306 members 
Mstep: Class 71 contains 2403 members 
Mstep: Class 72 contains 471 members 
Mstep: Class 73 contains 358 members 
Mstep: Class 74 contains 227 members 
Mstep: Class 75 contains 509 members 
Mstep: Class 76 contains 229 members 
Mstep: Class 77 contains 400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147549728.000000 Penalty: 267114.687500
Iteration 204Q: 78 clusters Score -1.475497e+08 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 52528 members 
Mstep: Class 3 contains 5279 members 
Mstep: Class 4 contains 27261 members 
Mstep: Class 5 contains 8336 members 
Mstep: Class 6 contains 4492 members 
Mstep: Class 7 contains 26569 members 
Mstep: Class 8 contains 763 members 
Mstep: Class 9 contains 10846 members 
Mstep: Class 10 contains 3010 members 
Mstep: Class 11 contains 37297 members 
Mstep: Class 12 contains 23389 members 
Mstep: Class 13 contains 215731 members 
Mstep: Class 14 contains 41062 members 
Mstep: Class 15 contains 920 members 
Mstep: Class 16 contains 28938 members 
Mstep: Class 17 contains 9451 members 
Mstep: Class 18 contains 14295 members 
Mstep: Class 19 contains 61718 members 
Mstep: Class 20 contains 11019 members 
Mstep: Class 21 contains 16413 members 
Mstep: Class 22 contains 2989 members 
Mstep: Class 23 contains 2568 members 
Mstep: Class 24 contains 18641 members 
Mstep: Class 25 contains 2068 members 
Mstep: Class 26 contains 22101 members 
Mstep: Class 27 contains 6164 members 
Mstep: Class 28 contains 4152 members 
Mstep: Class 29 contains 37284 members 
Mstep: Class 30 contains 4528 members 
Mstep: Class 31 contains 482 members 
Mstep: Class 32 contains 431 members 
Mstep: Class 33 contains 39004 members 
Mstep: Class 34 contains 607 members 
Mstep: Class 35 contains 8699 members 
Mstep: Class 36 contains 2453 members 
Mstep: Class 37 contains 164369 members 
Mstep: Class 38 contains 8405 members 
Mstep: Class 39 contains 4237 members 
Mstep: Class 40 contains 5303 members 
Mstep: Class 41 contains 2905 members 
Mstep: Class 42 contains 3699 members 
Mstep: Class 43 contains 550 members 
Mstep: Class 44 contains 3469 members 
Mstep: Class 45 contains 1909 members 
Mstep: Class 46 contains 369 members 
Mstep: Class 47 contains 5066 members 
Mstep: Class 48 contains 1859 members 
Mstep: Class 49 contains 4223 members 
Mstep: Class 50 contains 6294 members 
Mstep: Class 51 contains 175591 members 
Mstep: Class 52 contains 351 members 
Mstep: Class 53 contains 205 members 
Mstep: Class 54 contains 355 members 
Mstep: Class 55 contains 4282 members 
Mstep: Class 56 contains 2343 members 
Mstep: Class 57 contains 178 members 
Mstep: Class 58 contains 10055 members 
Mstep: Class 59 contains 1229 members 
Mstep: Class 60 contains 18018 members 
Mstep: Class 61 contains 255 members 
Mstep: Class 62 contains 715 members 
Mstep: Class 63 contains 438 members 
Mstep: Class 64 contains 345 members 
Mstep: Class 65 contains 619 members 
Mstep: Class 66 contains 3102 members 
Mstep: Class 67 contains 190 members 
Mstep: Class 68 contains 323 members 
Mstep: Class 69 contains 161 members 
Mstep: Class 70 contains 306 members 
Mstep: Class 71 contains 2395 members 
Mstep: Class 72 contains 466 members 
Mstep: Class 73 contains 358 members 
Mstep: Class 74 contains 227 members 
Mstep: Class 75 contains 510 members 
Mstep: Class 76 contains 229 members 
Mstep: Class 77 contains 400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147549600.000000 Penalty: 267114.687500
Iteration 205Q: 78 clusters Score -1.475496e+08 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 52525 members 
Mstep: Class 3 contains 5280 members 
Mstep: Class 4 contains 27258 members 
Mstep: Class 5 contains 8332 members 
Mstep: Class 6 contains 4492 members 
Mstep: Class 7 contains 26570 members 
Mstep: Class 8 contains 761 members 
Mstep: Class 9 contains 10869 members 
Mstep: Class 10 contains 3014 members 
Mstep: Class 11 contains 37298 members 
Mstep: Class 12 contains 23385 members 
Mstep: Class 13 contains 215736 members 
Mstep: Class 14 contains 41058 members 
Mstep: Class 15 contains 914 members 
Mstep: Class 16 contains 28950 members 
Mstep: Class 17 contains 9452 members 
Mstep: Class 18 contains 14296 members 
Mstep: Class 19 contains 61713 members 
Mstep: Class 20 contains 11016 members 
Mstep: Class 21 contains 16420 members 
Mstep: Class 22 contains 2989 members 
Mstep: Class 23 contains 2568 members 
Mstep: Class 24 contains 18648 members 
Mstep: Class 25 contains 2068 members 
Mstep: Class 26 contains 22105 members 
Mstep: Class 27 contains 6167 members 
Mstep: Class 28 contains 4152 members 
Mstep: Class 29 contains 37267 members 
Mstep: Class 30 contains 4528 members 
Mstep: Class 31 contains 482 members 
Mstep: Class 32 contains 428 members 
Mstep: Class 33 contains 38945 members 
Mstep: Class 34 contains 607 members 
Mstep: Class 35 contains 8706 members 
Mstep: Class 36 contains 2453 members 
Mstep: Class 37 contains 164358 members 
Mstep: Class 38 contains 8399 members 
Mstep: Class 39 contains 4239 members 
Mstep: Class 40 contains 5303 members 
Mstep: Class 41 contains 2905 members 
Mstep: Class 42 contains 3699 members 
Mstep: Class 43 contains 550 members 
Mstep: Class 44 contains 3469 members 
Mstep: Class 45 contains 1909 members 
Mstep: Class 46 contains 370 members 
Mstep: Class 47 contains 5066 members 
Mstep: Class 48 contains 1859 members 
Mstep: Class 49 contains 4224 members 
Mstep: Class 50 contains 6298 members 
Mstep: Class 51 contains 175593 members 
Mstep: Class 52 contains 353 members 
Mstep: Class 53 contains 205 members 
Mstep: Class 54 contains 355 members 
Mstep: Class 55 contains 4287 members 
Mstep: Class 56 contains 2351 members 
Mstep: Class 57 contains 179 members 
Mstep: Class 58 contains 10087 members 
Mstep: Class 59 contains 1227 members 
Mstep: Class 60 contains 18006 members 
Mstep: Class 61 contains 255 members 
Mstep: Class 62 contains 732 members 
Mstep: Class 63 contains 438 members 
Mstep: Class 64 contains 345 members 
Mstep: Class 65 contains 619 members 
Mstep: Class 66 contains 3095 members 
Mstep: Class 67 contains 190 members 
Mstep: Class 68 contains 323 members 
Mstep: Class 69 contains 163 members 
Mstep: Class 70 contains 306 members 
Mstep: Class 71 contains 2396 members 
Mstep: Class 72 contains 462 members 
Mstep: Class 73 contains 358 members 
Mstep: Class 74 contains 227 members 
Mstep: Class 75 contains 510 members 
Mstep: Class 76 contains 229 members 
Mstep: Class 77 contains 400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147550000.000000 Penalty: 267114.687500
Iteration 206Q: 78 clusters Score -1.4755e+08 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 52543 members 
Mstep: Class 3 contains 5279 members 
Mstep: Class 4 contains 27255 members 
Mstep: Class 5 contains 8325 members 
Mstep: Class 6 contains 4492 members 
Mstep: Class 7 contains 26568 members 
Mstep: Class 8 contains 761 members 
Mstep: Class 9 contains 10887 members 
Mstep: Class 10 contains 3021 members 
Mstep: Class 11 contains 37298 members 
Mstep: Class 12 contains 23379 members 
Mstep: Class 13 contains 215735 members 
Mstep: Class 14 contains 41053 members 
Mstep: Class 15 contains 909 members 
Mstep: Class 16 contains 28964 members 
Mstep: Class 17 contains 9451 members 
Mstep: Class 18 contains 14297 members 
Mstep: Class 19 contains 61701 members 
Mstep: Class 20 contains 11017 members 
Mstep: Class 21 contains 16424 members 
Mstep: Class 22 contains 2989 members 
Mstep: Class 23 contains 2568 members 
Mstep: Class 24 contains 18653 members 
Mstep: Class 25 contains 2068 members 
Mstep: Class 26 contains 22112 members 
Mstep: Class 27 contains 6166 members 
Mstep: Class 28 contains 4152 members 
Mstep: Class 29 contains 37252 members 
Mstep: Class 30 contains 4528 members 
Mstep: Class 31 contains 482 members 
Mstep: Class 32 contains 424 members 
Mstep: Class 33 contains 38894 members 
Mstep: Class 34 contains 607 members 
Mstep: Class 35 contains 8710 members 
Mstep: Class 36 contains 2453 members 
Mstep: Class 37 contains 164352 members 
Mstep: Class 38 contains 8396 members 
Mstep: Class 39 contains 4241 members 
Mstep: Class 40 contains 5303 members 
Mstep: Class 41 contains 2905 members 
Mstep: Class 42 contains 3699 members 
Mstep: Class 43 contains 550 members 
Mstep: Class 44 contains 3469 members 
Mstep: Class 45 contains 1909 members 
Mstep: Class 46 contains 371 members 
Mstep: Class 47 contains 5066 members 
Mstep: Class 48 contains 1858 members 
Mstep: Class 49 contains 4225 members 
Mstep: Class 50 contains 6301 members 
Mstep: Class 51 contains 175594 members 
Mstep: Class 52 contains 355 members 
Mstep: Class 53 contains 206 members 
Mstep: Class 54 contains 355 members 
Mstep: Class 55 contains 4290 members 
Mstep: Class 56 contains 2357 members 
Mstep: Class 57 contains 179 members 
Mstep: Class 58 contains 10131 members 
Mstep: Class 59 contains 1229 members 
Mstep: Class 60 contains 17981 members 
Mstep: Class 61 contains 255 members 
Mstep: Class 62 contains 746 members 
Mstep: Class 63 contains 438 members 
Mstep: Class 64 contains 345 members 
Mstep: Class 65 contains 619 members 
Mstep: Class 66 contains 3093 members 
Mstep: Class 67 contains 190 members 
Mstep: Class 68 contains 323 members 
Mstep: Class 69 contains 163 members 
Mstep: Class 70 contains 306 members 
Mstep: Class 71 contains 2392 members 
Mstep: Class 72 contains 459 members 
Mstep: Class 73 contains 358 members 
Mstep: Class 74 contains 227 members 
Mstep: Class 75 contains 510 members 
Mstep: Class 76 contains 229 members 
Mstep: Class 77 contains 399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147549696.000000 Penalty: 267114.687500
Iteration 207Q: 78 clusters Score -1.475497e+08 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 52543 members 
Mstep: Class 3 contains 5279 members 
Mstep: Class 4 contains 27255 members 
Mstep: Class 5 contains 8324 members 
Mstep: Class 6 contains 4491 members 
Mstep: Class 7 contains 26568 members 
Mstep: Class 8 contains 760 members 
Mstep: Class 9 contains 10895 members 
Mstep: Class 10 contains 3024 members 
Mstep: Class 11 contains 37306 members 
Mstep: Class 12 contains 23376 members 
Mstep: Class 13 contains 215739 members 
Mstep: Class 14 contains 41051 members 
Mstep: Class 15 contains 905 members 
Mstep: Class 16 contains 28975 members 
Mstep: Class 17 contains 9449 members 
Mstep: Class 18 contains 14294 members 
Mstep: Class 19 contains 61690 members 
Mstep: Class 20 contains 11015 members 
Mstep: Class 21 contains 16433 members 
Mstep: Class 22 contains 2989 members 
Mstep: Class 23 contains 2568 members 
Mstep: Class 24 contains 18657 members 
Mstep: Class 25 contains 2068 members 
Mstep: Class 26 contains 22110 members 
Mstep: Class 27 contains 6166 members 
Mstep: Class 28 contains 4152 members 
Mstep: Class 29 contains 37238 members 
Mstep: Class 30 contains 4528 members 
Mstep: Class 31 contains 482 members 
Mstep: Class 32 contains 419 members 
Mstep: Class 33 contains 38847 members 
Mstep: Class 34 contains 607 members 
Mstep: Class 35 contains 8713 members 
Mstep: Class 36 contains 2453 members 
Mstep: Class 37 contains 164348 members 
Mstep: Class 38 contains 8390 members 
Mstep: Class 39 contains 4246 members 
Mstep: Class 40 contains 5303 members 
Mstep: Class 41 contains 2905 members 
Mstep: Class 42 contains 3698 members 
Mstep: Class 43 contains 550 members 
Mstep: Class 44 contains 3469 members 
Mstep: Class 45 contains 1909 members 
Mstep: Class 46 contains 372 members 
Mstep: Class 47 contains 5065 members 
Mstep: Class 48 contains 1859 members 
Mstep: Class 49 contains 4226 members 
Mstep: Class 50 contains 6302 members 
Mstep: Class 51 contains 175612 members 
Mstep: Class 52 contains 356 members 
Mstep: Class 53 contains 207 members 
Mstep: Class 54 contains 355 members 
Mstep: Class 55 contains 4291 members 
Mstep: Class 56 contains 2366 members 
Mstep: Class 57 contains 179 members 
Mstep: Class 58 contains 10158 members 
Mstep: Class 59 contains 1230 members 
Mstep: Class 60 contains 17969 members 
Mstep: Class 61 contains 255 members 
Mstep: Class 62 contains 762 members 
Mstep: Class 63 contains 438 members 
Mstep: Class 64 contains 345 members 
Mstep: Class 65 contains 619 members 
Mstep: Class 66 contains 3085 members 
Mstep: Class 67 contains 190 members 
Mstep: Class 68 contains 324 members 
Mstep: Class 69 contains 163 members 
Mstep: Class 70 contains 306 members 
Mstep: Class 71 contains 2390 members 
Mstep: Class 72 contains 457 members 
Mstep: Class 73 contains 358 members 
Mstep: Class 74 contains 227 members 
Mstep: Class 75 contains 510 members 
Mstep: Class 76 contains 229 members 
Mstep: Class 77 contains 399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147549936.000000 Penalty: 267114.687500
Iteration 208Q: 78 clusters Score -1.475499e+08 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 52547 members 
Mstep: Class 3 contains 5279 members 
Mstep: Class 4 contains 27254 members 
Mstep: Class 5 contains 8318 members 
Mstep: Class 6 contains 4491 members 
Mstep: Class 7 contains 26571 members 
Mstep: Class 8 contains 760 members 
Mstep: Class 9 contains 10903 members 
Mstep: Class 10 contains 3026 members 
Mstep: Class 11 contains 37305 members 
Mstep: Class 12 contains 23373 members 
Mstep: Class 13 contains 215747 members 
Mstep: Class 14 contains 41049 members 
Mstep: Class 15 contains 900 members 
Mstep: Class 16 contains 28986 members 
Mstep: Class 17 contains 9448 members 
Mstep: Class 18 contains 14295 members 
Mstep: Class 19 contains 61685 members 
Mstep: Class 20 contains 11012 members 
Mstep: Class 21 contains 16437 members 
Mstep: Class 22 contains 2989 members 
Mstep: Class 23 contains 2568 members 
Mstep: Class 24 contains 18653 members 
Mstep: Class 25 contains 2068 members 
Mstep: Class 26 contains 22109 members 
Mstep: Class 27 contains 6165 members 
Mstep: Class 28 contains 4152 members 
Mstep: Class 29 contains 37231 members 
Mstep: Class 30 contains 4528 members 
Mstep: Class 31 contains 482 members 
Mstep: Class 32 contains 414 members 
Mstep: Class 33 contains 38807 members 
Mstep: Class 34 contains 607 members 
Mstep: Class 35 contains 8716 members 
Mstep: Class 36 contains 2453 members 
Mstep: Class 37 contains 164338 members 
Mstep: Class 38 contains 8386 members 
Mstep: Class 39 contains 4254 members 
Mstep: Class 40 contains 5305 members 
Mstep: Class 41 contains 2904 members 
Mstep: Class 42 contains 3698 members 
Mstep: Class 43 contains 550 members 
Mstep: Class 44 contains 3469 members 
Mstep: Class 45 contains 1909 members 
Mstep: Class 46 contains 373 members 
Mstep: Class 47 contains 5067 members 
Mstep: Class 48 contains 1860 members 
Mstep: Class 49 contains 4226 members 
Mstep: Class 50 contains 6301 members 
Mstep: Class 51 contains 175624 members 
Mstep: Class 52 contains 355 members 
Mstep: Class 53 contains 207 members 
Mstep: Class 54 contains 355 members 
Mstep: Class 55 contains 4296 members 
Mstep: Class 56 contains 2373 members 
Mstep: Class 57 contains 179 members 
Mstep: Class 58 contains 10182 members 
Mstep: Class 59 contains 1233 members 
Mstep: Class 60 contains 17956 members 
Mstep: Class 61 contains 255 members 
Mstep: Class 62 contains 784 members 
Mstep: Class 63 contains 438 members 
Mstep: Class 64 contains 345 members 
Mstep: Class 65 contains 619 members 
Mstep: Class 66 contains 3074 members 
Mstep: Class 67 contains 190 members 
Mstep: Class 68 contains 325 members 
Mstep: Class 69 contains 163 members 
Mstep: Class 70 contains 306 members 
Mstep: Class 71 contains 2386 members 
Mstep: Class 72 contains 455 members 
Mstep: Class 73 contains 358 members 
Mstep: Class 74 contains 227 members 
Mstep: Class 75 contains 510 members 
Mstep: Class 76 contains 229 members 
Mstep: Class 77 contains 399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147549792.000000 Penalty: 267114.687500
Iteration 209Q: 78 clusters Score -1.475498e+08 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 52548 members 
Mstep: Class 3 contains 5280 members 
Mstep: Class 4 contains 27254 members 
Mstep: Class 5 contains 8311 members 
Mstep: Class 6 contains 4491 members 
Mstep: Class 7 contains 26571 members 
Mstep: Class 8 contains 760 members 
Mstep: Class 9 contains 10909 members 
Mstep: Class 10 contains 3026 members 
Mstep: Class 11 contains 37305 members 
Mstep: Class 12 contains 23369 members 
Mstep: Class 13 contains 215749 members 
Mstep: Class 14 contains 41044 members 
Mstep: Class 15 contains 893 members 
Mstep: Class 16 contains 28993 members 
Mstep: Class 17 contains 9447 members 
Mstep: Class 18 contains 14296 members 
Mstep: Class 19 contains 61677 members 
Mstep: Class 20 contains 11008 members 
Mstep: Class 21 contains 16445 members 
Mstep: Class 22 contains 2989 members 
Mstep: Class 23 contains 2568 members 
Mstep: Class 24 contains 18653 members 
Mstep: Class 25 contains 2068 members 
Mstep: Class 26 contains 22112 members 
Mstep: Class 27 contains 6164 members 
Mstep: Class 28 contains 4152 members 
Mstep: Class 29 contains 37229 members 
Mstep: Class 30 contains 4527 members 
Mstep: Class 31 contains 482 members 
Mstep: Class 32 contains 412 members 
Mstep: Class 33 contains 38774 members 
Mstep: Class 34 contains 607 members 
Mstep: Class 35 contains 8720 members 
Mstep: Class 36 contains 2453 members 
Mstep: Class 37 contains 164333 members 
Mstep: Class 38 contains 8383 members 
Mstep: Class 39 contains 4261 members 
Mstep: Class 40 contains 5306 members 
Mstep: Class 41 contains 2905 members 
Mstep: Class 42 contains 3698 members 
Mstep: Class 43 contains 550 members 
Mstep: Class 44 contains 3469 members 
Mstep: Class 45 contains 1910 members 
Mstep: Class 46 contains 372 members 
Mstep: Class 47 contains 5068 members 
Mstep: Class 48 contains 1858 members 
Mstep: Class 49 contains 4226 members 
Mstep: Class 50 contains 6303 members 
Mstep: Class 51 contains 175631 members 
Mstep: Class 52 contains 352 members 
Mstep: Class 53 contains 207 members 
Mstep: Class 54 contains 355 members 
Mstep: Class 55 contains 4304 members 
Mstep: Class 56 contains 2378 members 
Mstep: Class 57 contains 179 members 
Mstep: Class 58 contains 10200 members 
Mstep: Class 59 contains 1232 members 
Mstep: Class 60 contains 17946 members 
Mstep: Class 61 contains 255 members 
Mstep: Class 62 contains 803 members 
Mstep: Class 63 contains 438 members 
Mstep: Class 64 contains 345 members 
Mstep: Class 65 contains 618 members 
Mstep: Class 66 contains 3065 members 
Mstep: Class 67 contains 191 members 
Mstep: Class 68 contains 325 members 
Mstep: Class 69 contains 163 members 
Mstep: Class 70 contains 306 members 
Mstep: Class 71 contains 2391 members 
Mstep: Class 72 contains 455 members 
Mstep: Class 73 contains 358 members 
Mstep: Class 74 contains 227 members 
Mstep: Class 75 contains 510 members 
Mstep: Class 76 contains 229 members 
Mstep: Class 77 contains 399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147549888.000000 Penalty: 267114.687500
Iteration 210Q: 78 clusters Score -1.475499e+08 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 52548 members 
Mstep: Class 3 contains 5280 members 
Mstep: Class 4 contains 27254 members 
Mstep: Class 5 contains 8309 members 
Mstep: Class 6 contains 4491 members 
Mstep: Class 7 contains 26571 members 
Mstep: Class 8 contains 759 members 
Mstep: Class 9 contains 10923 members 
Mstep: Class 10 contains 3026 members 
Mstep: Class 11 contains 37304 members 
Mstep: Class 12 contains 23366 members 
Mstep: Class 13 contains 215751 members 
Mstep: Class 14 contains 41042 members 
Mstep: Class 15 contains 885 members 
Mstep: Class 16 contains 28994 members 
Mstep: Class 17 contains 9445 members 
Mstep: Class 18 contains 14299 members 
Mstep: Class 19 contains 61672 members 
Mstep: Class 20 contains 11007 members 
Mstep: Class 21 contains 16450 members 
Mstep: Class 22 contains 2989 members 
Mstep: Class 23 contains 2568 members 
Mstep: Class 24 contains 18653 members 
Mstep: Class 25 contains 2068 members 
Mstep: Class 26 contains 22116 members 
Mstep: Class 27 contains 6162 members 
Mstep: Class 28 contains 4152 members 
Mstep: Class 29 contains 37221 members 
Mstep: Class 30 contains 4527 members 
Mstep: Class 31 contains 482 members 
Mstep: Class 32 contains 410 members 
Mstep: Class 33 contains 38734 members 
Mstep: Class 34 contains 607 members 
Mstep: Class 35 contains 8724 members 
Mstep: Class 36 contains 2453 members 
Mstep: Class 37 contains 164329 members 
Mstep: Class 38 contains 8383 members 
Mstep: Class 39 contains 4263 members 
Mstep: Class 40 contains 5308 members 
Mstep: Class 41 contains 2905 members 
Mstep: Class 42 contains 3698 members 
Mstep: Class 43 contains 550 members 
Mstep: Class 44 contains 3469 members 
Mstep: Class 45 contains 1910 members 
Mstep: Class 46 contains 373 members 
Mstep: Class 47 contains 5071 members 
Mstep: Class 48 contains 1857 members 
Mstep: Class 49 contains 4226 members 
Mstep: Class 50 contains 6303 members 
Mstep: Class 51 contains 175637 members 
Mstep: Class 52 contains 350 members 
Mstep: Class 53 contains 207 members 
Mstep: Class 54 contains 355 members 
Mstep: Class 55 contains 4306 members 
Mstep: Class 56 contains 2383 members 
Mstep: Class 57 contains 179 members 
Mstep: Class 58 contains 10227 members 
Mstep: Class 59 contains 1226 members 
Mstep: Class 60 contains 17936 members 
Mstep: Class 61 contains 255 members 
Mstep: Class 62 contains 827 members 
Mstep: Class 63 contains 438 members 
Mstep: Class 64 contains 345 members 
Mstep: Class 65 contains 616 members 
Mstep: Class 66 contains 3052 members 
Mstep: Class 67 contains 191 members 
Mstep: Class 68 contains 325 members 
Mstep: Class 69 contains 163 members 
Mstep: Class 70 contains 306 members 
Mstep: Class 71 contains 2402 members 
Mstep: Class 72 contains 454 members 
Mstep: Class 73 contains 358 members 
Mstep: Class 74 contains 227 members 
Mstep: Class 75 contains 509 members 
Mstep: Class 76 contains 229 members 
Mstep: Class 77 contains 399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147549968.000000 Penalty: 267114.687500
Iteration 211Q: 78 clusters Score -1.4755e+08 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 52549 members 
Mstep: Class 3 contains 5280 members 
Mstep: Class 4 contains 27254 members 
Mstep: Class 5 contains 8306 members 
Mstep: Class 6 contains 4491 members 
Mstep: Class 7 contains 26572 members 
Mstep: Class 8 contains 757 members 
Mstep: Class 9 contains 10941 members 
Mstep: Class 10 contains 3026 members 
Mstep: Class 11 contains 37306 members 
Mstep: Class 12 contains 23365 members 
Mstep: Class 13 contains 215751 members 
Mstep: Class 14 contains 41037 members 
Mstep: Class 15 contains 876 members 
Mstep: Class 16 contains 28998 members 
Mstep: Class 17 contains 9442 members 
Mstep: Class 18 contains 14300 members 
Mstep: Class 19 contains 61668 members 
Mstep: Class 20 contains 11007 members 
Mstep: Class 21 contains 16457 members 
Mstep: Class 22 contains 2989 members 
Mstep: Class 23 contains 2568 members 
Mstep: Class 24 contains 18653 members 
Mstep: Class 25 contains 2068 members 
Mstep: Class 26 contains 22119 members 
Mstep: Class 27 contains 6164 members 
Mstep: Class 28 contains 4152 members 
Mstep: Class 29 contains 37208 members 
Mstep: Class 30 contains 4528 members 
Mstep: Class 31 contains 482 members 
Mstep: Class 32 contains 409 members 
Mstep: Class 33 contains 38693 members 
Mstep: Class 34 contains 607 members 
Mstep: Class 35 contains 8724 members 
Mstep: Class 36 contains 2453 members 
Mstep: Class 37 contains 164332 members 
Mstep: Class 38 contains 8381 members 
Mstep: Class 39 contains 4263 members 
Mstep: Class 40 contains 5309 members 
Mstep: Class 41 contains 2905 members 
Mstep: Class 42 contains 3698 members 
Mstep: Class 43 contains 550 members 
Mstep: Class 44 contains 3469 members 
Mstep: Class 45 contains 1909 members 
Mstep: Class 46 contains 373 members 
Mstep: Class 47 contains 5071 members 
Mstep: Class 48 contains 1855 members 
Mstep: Class 49 contains 4226 members 
Mstep: Class 50 contains 6305 members 
Mstep: Class 51 contains 175640 members 
Mstep: Class 52 contains 349 members 
Mstep: Class 53 contains 207 members 
Mstep: Class 54 contains 355 members 
Mstep: Class 55 contains 4304 members 
Mstep: Class 56 contains 2385 members 
Mstep: Class 57 contains 179 members 
Mstep: Class 58 contains 10257 members 
Mstep: Class 59 contains 1214 members 
Mstep: Class 60 contains 17930 members 
Mstep: Class 61 contains 255 members 
Mstep: Class 62 contains 842 members 
Mstep: Class 63 contains 438 members 
Mstep: Class 64 contains 345 members 
Mstep: Class 65 contains 615 members 
Mstep: Class 66 contains 3051 members 
Mstep: Class 67 contains 190 members 
Mstep: Class 68 contains 325 members 
Mstep: Class 69 contains 163 members 
Mstep: Class 70 contains 306 members 
Mstep: Class 71 contains 2417 members 
Mstep: Class 72 contains 453 members 
Mstep: Class 73 contains 359 members 
Mstep: Class 74 contains 227 members 
Mstep: Class 75 contains 509 members 
Mstep: Class 76 contains 229 members 
Mstep: Class 77 contains 399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147550064.000000 Penalty: 267114.687500
Iteration 212Q: 78 clusters Score -1.475501e+08 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 52547 members 
Mstep: Class 3 contains 5280 members 
Mstep: Class 4 contains 27254 members 
Mstep: Class 5 contains 8306 members 
Mstep: Class 6 contains 4491 members 
Mstep: Class 7 contains 26575 members 
Mstep: Class 8 contains 757 members 
Mstep: Class 9 contains 10947 members 
Mstep: Class 10 contains 3026 members 
Mstep: Class 11 contains 37306 members 
Mstep: Class 12 contains 23363 members 
Mstep: Class 13 contains 215748 members 
Mstep: Class 14 contains 41037 members 
Mstep: Class 15 contains 870 members 
Mstep: Class 16 contains 29003 members 
Mstep: Class 17 contains 9442 members 
Mstep: Class 18 contains 14300 members 
Mstep: Class 19 contains 61661 members 
Mstep: Class 20 contains 11007 members 
Mstep: Class 21 contains 16458 members 
Mstep: Class 22 contains 2989 members 
Mstep: Class 23 contains 2568 members 
Mstep: Class 24 contains 18653 members 
Mstep: Class 25 contains 2068 members 
Mstep: Class 26 contains 22118 members 
Mstep: Class 27 contains 6165 members 
Mstep: Class 28 contains 4152 members 
Mstep: Class 29 contains 37203 members 
Mstep: Class 30 contains 4528 members 
Mstep: Class 31 contains 482 members 
Mstep: Class 32 contains 407 members 
Mstep: Class 33 contains 38676 members 
Mstep: Class 34 contains 607 members 
Mstep: Class 35 contains 8725 members 
Mstep: Class 36 contains 2453 members 
Mstep: Class 37 contains 164331 members 
Mstep: Class 38 contains 8381 members 
Mstep: Class 39 contains 4263 members 
Mstep: Class 40 contains 5311 members 
Mstep: Class 41 contains 2905 members 
Mstep: Class 42 contains 3698 members 
Mstep: Class 43 contains 550 members 
Mstep: Class 44 contains 3469 members 
Mstep: Class 45 contains 1908 members 
Mstep: Class 46 contains 373 members 
Mstep: Class 47 contains 5072 members 
Mstep: Class 48 contains 1853 members 
Mstep: Class 49 contains 4226 members 
Mstep: Class 50 contains 6308 members 
Mstep: Class 51 contains 175637 members 
Mstep: Class 52 contains 348 members 
Mstep: Class 53 contains 208 members 
Mstep: Class 54 contains 355 members 
Mstep: Class 55 contains 4305 members 
Mstep: Class 56 contains 2388 members 
Mstep: Class 57 contains 179 members 
Mstep: Class 58 contains 10277 members 
Mstep: Class 59 contains 1200 members 
Mstep: Class 60 contains 17925 members 
Mstep: Class 61 contains 255 members 
Mstep: Class 62 contains 853 members 
Mstep: Class 63 contains 438 members 
Mstep: Class 64 contains 345 members 
Mstep: Class 65 contains 615 members 
Mstep: Class 66 contains 3051 members 
Mstep: Class 67 contains 189 members 
Mstep: Class 68 contains 325 members 
Mstep: Class 69 contains 163 members 
Mstep: Class 70 contains 306 members 
Mstep: Class 71 contains 2430 members 
Mstep: Class 72 contains 452 members 
Mstep: Class 73 contains 361 members 
Mstep: Class 74 contains 227 members 
Mstep: Class 75 contains 509 members 
Mstep: Class 76 contains 229 members 
Mstep: Class 77 contains 399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147550384.000000 Penalty: 267114.687500
Iteration 213Q: 78 clusters Score -1.475504e+08 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 52551 members 
Mstep: Class 3 contains 5280 members 
Mstep: Class 4 contains 27254 members 
Mstep: Class 5 contains 8303 members 
Mstep: Class 6 contains 4491 members 
Mstep: Class 7 contains 26577 members 
Mstep: Class 8 contains 758 members 
Mstep: Class 9 contains 10952 members 
Mstep: Class 10 contains 3026 members 
Mstep: Class 11 contains 37310 members 
Mstep: Class 12 contains 23360 members 
Mstep: Class 13 contains 215751 members 
Mstep: Class 14 contains 41036 members 
Mstep: Class 15 contains 862 members 
Mstep: Class 16 contains 29008 members 
Mstep: Class 17 contains 9443 members 
Mstep: Class 18 contains 14301 members 
Mstep: Class 19 contains 61654 members 
Mstep: Class 20 contains 11007 members 
Mstep: Class 21 contains 16464 members 
Mstep: Class 22 contains 2989 members 
Mstep: Class 23 contains 2568 members 
Mstep: Class 24 contains 18656 members 
Mstep: Class 25 contains 2068 members 
Mstep: Class 26 contains 22119 members 
Mstep: Class 27 contains 6165 members 
Mstep: Class 28 contains 4152 members 
Mstep: Class 29 contains 37200 members 
Mstep: Class 30 contains 4527 members 
Mstep: Class 31 contains 482 members 
Mstep: Class 32 contains 405 members 
Mstep: Class 33 contains 38640 members 
Mstep: Class 34 contains 607 members 
Mstep: Class 35 contains 8727 members 
Mstep: Class 36 contains 2453 members 
Mstep: Class 37 contains 164328 members 
Mstep: Class 38 contains 8382 members 
Mstep: Class 39 contains 4264 members 
Mstep: Class 40 contains 5311 members 
Mstep: Class 41 contains 2905 members 
Mstep: Class 42 contains 3698 members 
Mstep: Class 43 contains 550 members 
Mstep: Class 44 contains 3469 members 
Mstep: Class 45 contains 1908 members 
Mstep: Class 46 contains 372 members 
Mstep: Class 47 contains 5072 members 
Mstep: Class 48 contains 1845 members 
Mstep: Class 49 contains 4226 members 
Mstep: Class 50 contains 6307 members 
Mstep: Class 51 contains 175635 members 
Mstep: Class 52 contains 347 members 
Mstep: Class 53 contains 208 members 
Mstep: Class 54 contains 355 members 
Mstep: Class 55 contains 4305 members 
Mstep: Class 56 contains 2391 members 
Mstep: Class 57 contains 179 members 
Mstep: Class 58 contains 10302 members 
Mstep: Class 59 contains 1192 members 
Mstep: Class 60 contains 17918 members 
Mstep: Class 61 contains 255 members 
Mstep: Class 62 contains 869 members 
Mstep: Class 63 contains 438 members 
Mstep: Class 64 contains 344 members 
Mstep: Class 65 contains 615 members 
Mstep: Class 66 contains 3048 members 
Mstep: Class 67 contains 189 members 
Mstep: Class 68 contains 325 members 
Mstep: Class 69 contains 163 members 
Mstep: Class 70 contains 306 members 
Mstep: Class 71 contains 2445 members 
Mstep: Class 72 contains 452 members 
Mstep: Class 73 contains 362 members 
Mstep: Class 74 contains 226 members 
Mstep: Class 75 contains 509 members 
Mstep: Class 76 contains 229 members 
Mstep: Class 77 contains 399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147550464.000000 Penalty: 267114.687500
Iteration 214Q: 78 clusters Score -1.475505e+08 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 52555 members 
Mstep: Class 3 contains 5280 members 
Mstep: Class 4 contains 27254 members 
Mstep: Class 5 contains 8298 members 
Mstep: Class 6 contains 4491 members 
Mstep: Class 7 contains 26577 members 
Mstep: Class 8 contains 758 members 
Mstep: Class 9 contains 10958 members 
Mstep: Class 10 contains 3026 members 
Mstep: Class 11 contains 37311 members 
Mstep: Class 12 contains 23357 members 
Mstep: Class 13 contains 215751 members 
Mstep: Class 14 contains 41031 members 
Mstep: Class 15 contains 855 members 
Mstep: Class 16 contains 29016 members 
Mstep: Class 17 contains 9444 members 
Mstep: Class 18 contains 14303 members 
Mstep: Class 19 contains 61642 members 
Mstep: Class 20 contains 11007 members 
Mstep: Class 21 contains 16466 members 
Mstep: Class 22 contains 2989 members 
Mstep: Class 23 contains 2569 members 
Mstep: Class 24 contains 18654 members 
Mstep: Class 25 contains 2068 members 
Mstep: Class 26 contains 22122 members 
Mstep: Class 27 contains 6166 members 
Mstep: Class 28 contains 4152 members 
Mstep: Class 29 contains 37190 members 
Mstep: Class 30 contains 4528 members 
Mstep: Class 31 contains 482 members 
Mstep: Class 32 contains 404 members 
Mstep: Class 33 contains 38623 members 
Mstep: Class 34 contains 607 members 
Mstep: Class 35 contains 8728 members 
Mstep: Class 36 contains 2453 members 
Mstep: Class 37 contains 164328 members 
Mstep: Class 38 contains 8382 members 
Mstep: Class 39 contains 4264 members 
Mstep: Class 40 contains 5314 members 
Mstep: Class 41 contains 2905 members 
Mstep: Class 42 contains 3698 members 
Mstep: Class 43 contains 550 members 
Mstep: Class 44 contains 3469 members 
Mstep: Class 45 contains 1908 members 
Mstep: Class 46 contains 373 members 
Mstep: Class 47 contains 5073 members 
Mstep: Class 48 contains 1840 members 
Mstep: Class 49 contains 4226 members 
Mstep: Class 50 contains 6306 members 
Mstep: Class 51 contains 175638 members 
Mstep: Class 52 contains 347 members 
Mstep: Class 53 contains 208 members 
Mstep: Class 54 contains 355 members 
Mstep: Class 55 contains 4305 members 
Mstep: Class 56 contains 2392 members 
Mstep: Class 57 contains 179 members 
Mstep: Class 58 contains 10325 members 
Mstep: Class 59 contains 1187 members 
Mstep: Class 60 contains 17911 members 
Mstep: Class 61 contains 255 members 
Mstep: Class 62 contains 888 members 
Mstep: Class 63 contains 438 members 
Mstep: Class 64 contains 344 members 
Mstep: Class 65 contains 615 members 
Mstep: Class 66 contains 3041 members 
Mstep: Class 67 contains 189 members 
Mstep: Class 68 contains 325 members 
Mstep: Class 69 contains 163 members 
Mstep: Class 70 contains 306 members 
Mstep: Class 71 contains 2448 members 
Mstep: Class 72 contains 451 members 
Mstep: Class 73 contains 364 members 
Mstep: Class 74 contains 226 members 
Mstep: Class 75 contains 509 members 
Mstep: Class 76 contains 229 members 
Mstep: Class 77 contains 399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147550480.000000 Penalty: 267114.687500
Iteration 215Q: 78 clusters Score -1.475505e+08 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 52560 members 
Mstep: Class 3 contains 5280 members 
Mstep: Class 4 contains 27254 members 
Mstep: Class 5 contains 8296 members 
Mstep: Class 6 contains 4490 members 
Mstep: Class 7 contains 26575 members 
Mstep: Class 8 contains 758 members 
Mstep: Class 9 contains 10960 members 
Mstep: Class 10 contains 3027 members 
Mstep: Class 11 contains 37312 members 
Mstep: Class 12 contains 23354 members 
Mstep: Class 13 contains 215753 members 
Mstep: Class 14 contains 41028 members 
Mstep: Class 15 contains 851 members 
Mstep: Class 16 contains 29020 members 
Mstep: Class 17 contains 9444 members 
Mstep: Class 18 contains 14304 members 
Mstep: Class 19 contains 61635 members 
Mstep: Class 20 contains 11007 members 
Mstep: Class 21 contains 16473 members 
Mstep: Class 22 contains 2991 members 
Mstep: Class 23 contains 2569 members 
Mstep: Class 24 contains 18650 members 
Mstep: Class 25 contains 2068 members 
Mstep: Class 26 contains 22128 members 
Mstep: Class 27 contains 6166 members 
Mstep: Class 28 contains 4152 members 
Mstep: Class 29 contains 37183 members 
Mstep: Class 30 contains 4528 members 
Mstep: Class 31 contains 482 members 
Mstep: Class 32 contains 403 members 
Mstep: Class 33 contains 38614 members 
Mstep: Class 34 contains 607 members 
Mstep: Class 35 contains 8728 members 
Mstep: Class 36 contains 2453 members 
Mstep: Class 37 contains 164328 members 
Mstep: Class 38 contains 8381 members 
Mstep: Class 39 contains 4264 members 
Mstep: Class 40 contains 5316 members 
Mstep: Class 41 contains 2905 members 
Mstep: Class 42 contains 3698 members 
Mstep: Class 43 contains 550 members 
Mstep: Class 44 contains 3469 members 
Mstep: Class 45 contains 1908 members 
Mstep: Class 46 contains 372 members 
Mstep: Class 47 contains 5075 members 
Mstep: Class 48 contains 1837 members 
Mstep: Class 49 contains 4226 members 
Mstep: Class 50 contains 6305 members 
Mstep: Class 51 contains 175632 members 
Mstep: Class 52 contains 347 members 
Mstep: Class 53 contains 208 members 
Mstep: Class 54 contains 355 members 
Mstep: Class 55 contains 4305 members 
Mstep: Class 56 contains 2392 members 
Mstep: Class 57 contains 179 members 
Mstep: Class 58 contains 10340 members 
Mstep: Class 59 contains 1185 members 
Mstep: Class 60 contains 17907 members 
Mstep: Class 61 contains 255 members 
Mstep: Class 62 contains 903 members 
Mstep: Class 63 contains 438 members 
Mstep: Class 64 contains 344 members 
Mstep: Class 65 contains 615 members 
Mstep: Class 66 contains 3041 members 
Mstep: Class 67 contains 189 members 
Mstep: Class 68 contains 325 members 
Mstep: Class 69 contains 163 members 
Mstep: Class 70 contains 306 members 
Mstep: Class 71 contains 2446 members 
Mstep: Class 72 contains 449 members 
Mstep: Class 73 contains 364 members 
Mstep: Class 74 contains 226 members 
Mstep: Class 75 contains 509 members 
Mstep: Class 76 contains 229 members 
Mstep: Class 77 contains 399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147550448.000000 Penalty: 267114.687500
Iteration 216Q: 78 clusters Score -1.475504e+08 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 52555 members 
Mstep: Class 3 contains 5280 members 
Mstep: Class 4 contains 27254 members 
Mstep: Class 5 contains 8297 members 
Mstep: Class 6 contains 4490 members 
Mstep: Class 7 contains 26578 members 
Mstep: Class 8 contains 758 members 
Mstep: Class 9 contains 10960 members 
Mstep: Class 10 contains 3027 members 
Mstep: Class 11 contains 37313 members 
Mstep: Class 12 contains 23350 members 
Mstep: Class 13 contains 215750 members 
Mstep: Class 14 contains 41024 members 
Mstep: Class 15 contains 844 members 
Mstep: Class 16 contains 29023 members 
Mstep: Class 17 contains 9443 members 
Mstep: Class 18 contains 14304 members 
Mstep: Class 19 contains 61631 members 
Mstep: Class 20 contains 11007 members 
Mstep: Class 21 contains 16483 members 
Mstep: Class 22 contains 2992 members 
Mstep: Class 23 contains 2569 members 
Mstep: Class 24 contains 18647 members 
Mstep: Class 25 contains 2068 members 
Mstep: Class 26 contains 22133 members 
Mstep: Class 27 contains 6168 members 
Mstep: Class 28 contains 4152 members 
Mstep: Class 29 contains 37180 members 
Mstep: Class 30 contains 4528 members 
Mstep: Class 31 contains 482 members 
Mstep: Class 32 contains 403 members 
Mstep: Class 33 contains 38607 members 
Mstep: Class 34 contains 607 members 
Mstep: Class 35 contains 8728 members 
Mstep: Class 36 contains 2453 members 
Mstep: Class 37 contains 164331 members 
Mstep: Class 38 contains 8379 members 
Mstep: Class 39 contains 4265 members 
Mstep: Class 40 contains 5317 members 
Mstep: Class 41 contains 2905 members 
Mstep: Class 42 contains 3699 members 
Mstep: Class 43 contains 550 members 
Mstep: Class 44 contains 3469 members 
Mstep: Class 45 contains 1908 members 
Mstep: Class 46 contains 372 members 
Mstep: Class 47 contains 5077 members 
Mstep: Class 48 contains 1836 members 
Mstep: Class 49 contains 4226 members 
Mstep: Class 50 contains 6305 members 
Mstep: Class 51 contains 175627 members 
Mstep: Class 52 contains 347 members 
Mstep: Class 53 contains 208 members 
Mstep: Class 54 contains 355 members 
Mstep: Class 55 contains 4304 members 
Mstep: Class 56 contains 2393 members 
Mstep: Class 57 contains 179 members 
Mstep: Class 58 contains 10353 members 
Mstep: Class 59 contains 1185 members 
Mstep: Class 60 contains 17901 members 
Mstep: Class 61 contains 255 members 
Mstep: Class 62 contains 923 members 
Mstep: Class 63 contains 438 members 
Mstep: Class 64 contains 344 members 
Mstep: Class 65 contains 614 members 
Mstep: Class 66 contains 3037 members 
Mstep: Class 67 contains 189 members 
Mstep: Class 68 contains 325 members 
Mstep: Class 69 contains 163 members 
Mstep: Class 70 contains 306 members 
Mstep: Class 71 contains 2440 members 
Mstep: Class 72 contains 449 members 
Mstep: Class 73 contains 364 members 
Mstep: Class 74 contains 226 members 
Mstep: Class 75 contains 509 members 
Mstep: Class 76 contains 229 members 
Mstep: Class 77 contains 399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147550480.000000 Penalty: 267114.687500
Iteration 217Q: 78 clusters Score -1.475505e+08 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 52552 members 
Mstep: Class 3 contains 5280 members 
Mstep: Class 4 contains 27254 members 
Mstep: Class 5 contains 8297 members 
Mstep: Class 6 contains 4490 members 
Mstep: Class 7 contains 26580 members 
Mstep: Class 8 contains 758 members 
Mstep: Class 9 contains 10960 members 
Mstep: Class 10 contains 3029 members 
Mstep: Class 11 contains 37312 members 
Mstep: Class 12 contains 23343 members 
Mstep: Class 13 contains 215741 members 
Mstep: Class 14 contains 41022 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 29033 members 
Mstep: Class 17 contains 9442 members 
Mstep: Class 18 contains 14304 members 
Mstep: Class 19 contains 61625 members 
Mstep: Class 20 contains 11006 members 
Mstep: Class 21 contains 16487 members 
Mstep: Class 22 contains 2993 members 
Mstep: Class 23 contains 2569 members 
Mstep: Class 24 contains 18646 members 
Mstep: Class 25 contains 2068 members 
Mstep: Class 26 contains 22139 members 
Mstep: Class 27 contains 6171 members 
Mstep: Class 28 contains 4152 members 
Mstep: Class 29 contains 37171 members 
Mstep: Class 30 contains 4528 members 
Mstep: Class 31 contains 482 members 
Mstep: Class 32 contains 402 members 
Mstep: Class 33 contains 38605 members 
Mstep: Class 34 contains 607 members 
Mstep: Class 35 contains 8730 members 
Mstep: Class 36 contains 2453 members 
Mstep: Class 37 contains 164333 members 
Mstep: Class 38 contains 8375 members 
Mstep: Class 39 contains 4265 members 
Mstep: Class 40 contains 5318 members 
Mstep: Class 41 contains 2905 members 
Mstep: Class 42 contains 3700 members 
Mstep: Class 43 contains 550 members 
Mstep: Class 44 contains 3468 members 
Mstep: Class 45 contains 1907 members 
Mstep: Class 46 contains 372 members 
Mstep: Class 47 contains 5079 members 
Mstep: Class 48 contains 1835 members 
Mstep: Class 49 contains 4226 members 
Mstep: Class 50 contains 6305 members 
Mstep: Class 51 contains 175632 members 
Mstep: Class 52 contains 347 members 
Mstep: Class 53 contains 208 members 
Mstep: Class 54 contains 355 members 
Mstep: Class 55 contains 4304 members 
Mstep: Class 56 contains 2396 members 
Mstep: Class 57 contains 179 members 
Mstep: Class 58 contains 10364 members 
Mstep: Class 59 contains 1185 members 
Mstep: Class 60 contains 17894 members 
Mstep: Class 61 contains 255 members 
Mstep: Class 62 contains 940 members 
Mstep: Class 63 contains 438 members 
Mstep: Class 64 contains 344 members 
Mstep: Class 65 contains 614 members 
Mstep: Class 66 contains 3039 members 
Mstep: Class 67 contains 189 members 
Mstep: Class 68 contains 325 members 
Mstep: Class 69 contains 163 members 
Mstep: Class 70 contains 306 members 
Mstep: Class 71 contains 2433 members 
Mstep: Class 72 contains 449 members 
Mstep: Class 73 contains 364 members 
Mstep: Class 74 contains 226 members 
Mstep: Class 75 contains 509 members 
Mstep: Class 76 contains 229 members 
Mstep: Class 77 contains 399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147550656.000000 Penalty: 267114.687500
Iteration 218Q: 78 clusters Score -1.475507e+08 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 52552 members 
Mstep: Class 3 contains 5281 members 
Mstep: Class 4 contains 27254 members 
Mstep: Class 5 contains 8295 members 
Mstep: Class 6 contains 4490 members 
Mstep: Class 7 contains 26581 members 
Mstep: Class 8 contains 758 members 
Mstep: Class 9 contains 10961 members 
Mstep: Class 10 contains 3029 members 
Mstep: Class 11 contains 37310 members 
Mstep: Class 12 contains 23340 members 
Mstep: Class 13 contains 215744 members 
Mstep: Class 14 contains 41019 members 
Mstep: Class 15 contains 827 members 
Mstep: Class 16 contains 29044 members 
Mstep: Class 17 contains 9442 members 
Mstep: Class 18 contains 14303 members 
Mstep: Class 19 contains 61621 members 
Mstep: Class 20 contains 11006 members 
Mstep: Class 21 contains 16495 members 
Mstep: Class 22 contains 2993 members 
Mstep: Class 23 contains 2569 members 
Mstep: Class 24 contains 18648 members 
Mstep: Class 25 contains 2068 members 
Mstep: Class 26 contains 22142 members 
Mstep: Class 27 contains 6170 members 
Mstep: Class 28 contains 4152 members 
Mstep: Class 29 contains 37168 members 
Mstep: Class 30 contains 4529 members 
Mstep: Class 31 contains 482 members 
Mstep: Class 32 contains 402 members 
Mstep: Class 33 contains 38602 members 
Mstep: Class 34 contains 607 members 
Mstep: Class 35 contains 8731 members 
Mstep: Class 36 contains 2453 members 
Mstep: Class 37 contains 164329 members 
Mstep: Class 38 contains 8368 members 
Mstep: Class 39 contains 4266 members 
Mstep: Class 40 contains 5318 members 
Mstep: Class 41 contains 2905 members 
Mstep: Class 42 contains 3700 members 
Mstep: Class 43 contains 550 members 
Mstep: Class 44 contains 3467 members 
Mstep: Class 45 contains 1907 members 
Mstep: Class 46 contains 372 members 
Mstep: Class 47 contains 5079 members 
Mstep: Class 48 contains 1836 members 
Mstep: Class 49 contains 4226 members 
Mstep: Class 50 contains 6305 members 
Mstep: Class 51 contains 175629 members 
Mstep: Class 52 contains 346 members 
Mstep: Class 53 contains 208 members 
Mstep: Class 54 contains 355 members 
Mstep: Class 55 contains 4305 members 
Mstep: Class 56 contains 2400 members 
Mstep: Class 57 contains 179 members 
Mstep: Class 58 contains 10372 members 
Mstep: Class 59 contains 1185 members 
Mstep: Class 60 contains 17885 members 
Mstep: Class 61 contains 255 members 
Mstep: Class 62 contains 958 members 
Mstep: Class 63 contains 438 members 
Mstep: Class 64 contains 344 members 
Mstep: Class 65 contains 614 members 
Mstep: Class 66 contains 3039 members 
Mstep: Class 67 contains 189 members 
Mstep: Class 68 contains 325 members 
Mstep: Class 69 contains 163 members 
Mstep: Class 70 contains 306 members 
Mstep: Class 71 contains 2422 members 
Mstep: Class 72 contains 449 members 
Mstep: Class 73 contains 364 members 
Mstep: Class 74 contains 226 members 
Mstep: Class 75 contains 509 members 
Mstep: Class 76 contains 229 members 
Mstep: Class 77 contains 399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147550848.000000 Penalty: 267114.687500
Iteration 219Q: 78 clusters Score -1.475508e+08 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 52553 members 
Mstep: Class 3 contains 5281 members 
Mstep: Class 4 contains 27254 members 
Mstep: Class 5 contains 8295 members 
Mstep: Class 6 contains 4490 members 
Mstep: Class 7 contains 26582 members 
Mstep: Class 8 contains 757 members 
Mstep: Class 9 contains 10962 members 
Mstep: Class 10 contains 3031 members 
Mstep: Class 11 contains 37307 members 
Mstep: Class 12 contains 23339 members 
Mstep: Class 13 contains 215746 members 
Mstep: Class 14 contains 41009 members 
Mstep: Class 15 contains 824 members 
Mstep: Class 16 contains 29049 members 
Mstep: Class 17 contains 9443 members 
Mstep: Class 18 contains 14304 members 
Mstep: Class 19 contains 61618 members 
Mstep: Class 20 contains 11006 members 
Mstep: Class 21 contains 16499 members 
Mstep: Class 22 contains 2994 members 
Mstep: Class 23 contains 2569 members 
Mstep: Class 24 contains 18647 members 
Mstep: Class 25 contains 2068 members 
Mstep: Class 26 contains 22145 members 
Mstep: Class 27 contains 6170 members 
Mstep: Class 28 contains 4152 members 
Mstep: Class 29 contains 37164 members 
Mstep: Class 30 contains 4530 members 
Mstep: Class 31 contains 482 members 
Mstep: Class 32 contains 402 members 
Mstep: Class 33 contains 38604 members 
Mstep: Class 34 contains 607 members 
Mstep: Class 35 contains 8730 members 
Mstep: Class 36 contains 2453 members 
Mstep: Class 37 contains 164330 members 
Mstep: Class 38 contains 8363 members 
Mstep: Class 39 contains 4266 members 
Mstep: Class 40 contains 5317 members 
Mstep: Class 41 contains 2905 members 
Mstep: Class 42 contains 3700 members 
Mstep: Class 43 contains 550 members 
Mstep: Class 44 contains 3467 members 
Mstep: Class 45 contains 1907 members 
Mstep: Class 46 contains 372 members 
Mstep: Class 47 contains 5079 members 
Mstep: Class 48 contains 1837 members 
Mstep: Class 49 contains 4226 members 
Mstep: Class 50 contains 6305 members 
Mstep: Class 51 contains 175623 members 
Mstep: Class 52 contains 346 members 
Mstep: Class 53 contains 208 members 
Mstep: Class 54 contains 355 members 
Mstep: Class 55 contains 4305 members 
Mstep: Class 56 contains 2405 members 
Mstep: Class 57 contains 179 members 
Mstep: Class 58 contains 10381 members 
Mstep: Class 59 contains 1185 members 
Mstep: Class 60 contains 17880 members 
Mstep: Class 61 contains 255 members 
Mstep: Class 62 contains 974 members 
Mstep: Class 63 contains 438 members 
Mstep: Class 64 contains 344 members 
Mstep: Class 65 contains 614 members 
Mstep: Class 66 contains 3038 members 
Mstep: Class 67 contains 189 members 
Mstep: Class 68 contains 325 members 
Mstep: Class 69 contains 163 members 
Mstep: Class 70 contains 306 members 
Mstep: Class 71 contains 2410 members 
Mstep: Class 72 contains 449 members 
Mstep: Class 73 contains 364 members 
Mstep: Class 74 contains 226 members 
Mstep: Class 75 contains 509 members 
Mstep: Class 76 contains 229 members 
Mstep: Class 77 contains 399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147550976.000000 Penalty: 267114.687500
Iteration 220F: 78 clusters Score -1.47551e+08 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 52548 members 
Mstep: Class 3 contains 5281 members 
Mstep: Class 4 contains 27254 members 
Mstep: Class 5 contains 8294 members 
Mstep: Class 6 contains 4490 members 
Mstep: Class 7 contains 26582 members 
Mstep: Class 8 contains 755 members 
Mstep: Class 9 contains 10963 members 
Mstep: Class 10 contains 3031 members 
Mstep: Class 11 contains 37310 members 
Mstep: Class 12 contains 23341 members 
Mstep: Class 13 contains 215744 members 
Mstep: Class 14 contains 40999 members 
Mstep: Class 15 contains 822 members 
Mstep: Class 16 contains 29055 members 
Mstep: Class 17 contains 9443 members 
Mstep: Class 18 contains 14304 members 
Mstep: Class 19 contains 61612 members 
Mstep: Class 20 contains 11006 members 
Mstep: Class 21 contains 16503 members 
Mstep: Class 22 contains 2994 members 
Mstep: Class 23 contains 2569 members 
Mstep: Class 24 contains 18649 members 
Mstep: Class 25 contains 2068 members 
Mstep: Class 26 contains 22149 members 
Mstep: Class 27 contains 6170 members 
Mstep: Class 28 contains 4152 members 
Mstep: Class 29 contains 37164 members 
Mstep: Class 30 contains 4530 members 
Mstep: Class 31 contains 482 members 
Mstep: Class 32 contains 398 members 
Mstep: Class 33 contains 38610 members 
Mstep: Class 34 contains 607 members 
Mstep: Class 35 contains 8731 members 
Mstep: Class 36 contains 2453 members 
Mstep: Class 37 contains 164326 members 
Mstep: Class 38 contains 8357 members 
Mstep: Class 39 contains 4266 members 
Mstep: Class 40 contains 5318 members 
Mstep: Class 41 contains 2904 members 
Mstep: Class 42 contains 3700 members 
Mstep: Class 43 contains 550 members 
Mstep: Class 44 contains 3467 members 
Mstep: Class 45 contains 1907 members 
Mstep: Class 46 contains 372 members 
Mstep: Class 47 contains 5081 members 
Mstep: Class 48 contains 1836 members 
Mstep: Class 49 contains 4226 members 
Mstep: Class 50 contains 6307 members 
Mstep: Class 51 contains 175618 members 
Mstep: Class 52 contains 346 members 
Mstep: Class 53 contains 208 members 
Mstep: Class 54 contains 355 members 
Mstep: Class 55 contains 4304 members 
Mstep: Class 56 contains 2413 members 
Mstep: Class 57 contains 179 members 
Mstep: Class 58 contains 10386 members 
Mstep: Class 59 contains 1181 members 
Mstep: Class 60 contains 17874 members 
Mstep: Class 61 contains 255 members 
Mstep: Class 62 contains 1002 members 
Mstep: Class 63 contains 438 members 
Mstep: Class 64 contains 344 members 
Mstep: Class 65 contains 614 members 
Mstep: Class 66 contains 3031 members 
Mstep: Class 67 contains 189 members 
Mstep: Class 68 contains 325 members 
Mstep: Class 69 contains 163 members 
Mstep: Class 70 contains 306 members 
Mstep: Class 71 contains 2403 members 
Mstep: Class 72 contains 449 members 
Mstep: Class 73 contains 367 members 
Mstep: Class 74 contains 226 members 
Mstep: Class 75 contains 509 members 
Mstep: Class 76 contains 228 members 
Mstep: Class 77 contains 399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147550896.000000 Penalty: 267114.687500
Iteration 221Q: 78 clusters Score -1.475509e+08 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 52548 members 
Mstep: Class 3 contains 5281 members 
Mstep: Class 4 contains 27253 members 
Mstep: Class 5 contains 8294 members 
Mstep: Class 6 contains 4490 members 
Mstep: Class 7 contains 26580 members 
Mstep: Class 8 contains 754 members 
Mstep: Class 9 contains 10963 members 
Mstep: Class 10 contains 3031 members 
Mstep: Class 11 contains 37310 members 
Mstep: Class 12 contains 23342 members 
Mstep: Class 13 contains 215745 members 
Mstep: Class 14 contains 40987 members 
Mstep: Class 15 contains 818 members 
Mstep: Class 16 contains 29063 members 
Mstep: Class 17 contains 9444 members 
Mstep: Class 18 contains 14305 members 
Mstep: Class 19 contains 61599 members 
Mstep: Class 20 contains 11006 members 
Mstep: Class 21 contains 16504 members 
Mstep: Class 22 contains 2994 members 
Mstep: Class 23 contains 2569 members 
Mstep: Class 24 contains 18655 members 
Mstep: Class 25 contains 2068 members 
Mstep: Class 26 contains 22155 members 
Mstep: Class 27 contains 6170 members 
Mstep: Class 28 contains 4152 members 
Mstep: Class 29 contains 37159 members 
Mstep: Class 30 contains 4530 members 
Mstep: Class 31 contains 482 members 
Mstep: Class 32 contains 395 members 
Mstep: Class 33 contains 38605 members 
Mstep: Class 34 contains 607 members 
Mstep: Class 35 contains 8731 members 
Mstep: Class 36 contains 2453 members 
Mstep: Class 37 contains 164328 members 
Mstep: Class 38 contains 8355 members 
Mstep: Class 39 contains 4266 members 
Mstep: Class 40 contains 5318 members 
Mstep: Class 41 contains 2905 members 
Mstep: Class 42 contains 3701 members 
Mstep: Class 43 contains 550 members 
Mstep: Class 44 contains 3467 members 
Mstep: Class 45 contains 1907 members 
Mstep: Class 46 contains 372 members 
Mstep: Class 47 contains 5081 members 
Mstep: Class 48 contains 1836 members 
Mstep: Class 49 contains 4226 members 
Mstep: Class 50 contains 6307 members 
Mstep: Class 51 contains 175611 members 
Mstep: Class 52 contains 349 members 
Mstep: Class 53 contains 208 members 
Mstep: Class 54 contains 355 members 
Mstep: Class 55 contains 4306 members 
Mstep: Class 56 contains 2420 members 
Mstep: Class 57 contains 179 members 
Mstep: Class 58 contains 10396 members 
Mstep: Class 59 contains 1171 members 
Mstep: Class 60 contains 17873 members 
Mstep: Class 61 contains 255 members 
Mstep: Class 62 contains 1024 members 
Mstep: Class 63 contains 438 members 
Mstep: Class 64 contains 344 members 
Mstep: Class 65 contains 614 members 
Mstep: Class 66 contains 3027 members 
Mstep: Class 67 contains 188 members 
Mstep: Class 68 contains 325 members 
Mstep: Class 69 contains 164 members 
Mstep: Class 70 contains 306 members 
Mstep: Class 71 contains 2396 members 
Mstep: Class 72 contains 450 members 
Mstep: Class 73 contains 371 members 
Mstep: Class 74 contains 226 members 
Mstep: Class 75 contains 509 members 
Mstep: Class 76 contains 228 members 
Mstep: Class 77 contains 399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147550912.000000 Penalty: 267114.687500
Iteration 222Q: 78 clusters Score -1.475509e+08 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 52546 members 
Mstep: Class 3 contains 5281 members 
Mstep: Class 4 contains 27253 members 
Mstep: Class 5 contains 8294 members 
Mstep: Class 6 contains 4490 members 
Mstep: Class 7 contains 26577 members 
Mstep: Class 8 contains 753 members 
Mstep: Class 9 contains 10964 members 
Mstep: Class 10 contains 3032 members 
Mstep: Class 11 contains 37308 members 
Mstep: Class 12 contains 23343 members 
Mstep: Class 13 contains 215744 members 
Mstep: Class 14 contains 40973 members 
Mstep: Class 15 contains 815 members 
Mstep: Class 16 contains 29068 members 
Mstep: Class 17 contains 9444 members 
Mstep: Class 18 contains 14305 members 
Mstep: Class 19 contains 61599 members 
Mstep: Class 20 contains 11002 members 
Mstep: Class 21 contains 16508 members 
Mstep: Class 22 contains 2994 members 
Mstep: Class 23 contains 2569 members 
Mstep: Class 24 contains 18660 members 
Mstep: Class 25 contains 2068 members 
Mstep: Class 26 contains 22165 members 
Mstep: Class 27 contains 6171 members 
Mstep: Class 28 contains 4152 members 
Mstep: Class 29 contains 37152 members 
Mstep: Class 30 contains 4530 members 
Mstep: Class 31 contains 482 members 
Mstep: Class 32 contains 393 members 
Mstep: Class 33 contains 38595 members 
Mstep: Class 34 contains 607 members 
Mstep: Class 35 contains 8731 members 
Mstep: Class 36 contains 2453 members 
Mstep: Class 37 contains 164325 members 
Mstep: Class 38 contains 8354 members 
Mstep: Class 39 contains 4266 members 
Mstep: Class 40 contains 5318 members 
Mstep: Class 41 contains 2907 members 
Mstep: Class 42 contains 3702 members 
Mstep: Class 43 contains 550 members 
Mstep: Class 44 contains 3467 members 
Mstep: Class 45 contains 1907 members 
Mstep: Class 46 contains 371 members 
Mstep: Class 47 contains 5082 members 
Mstep: Class 48 contains 1836 members 
Mstep: Class 49 contains 4226 members 
Mstep: Class 50 contains 6307 members 
Mstep: Class 51 contains 175606 members 
Mstep: Class 52 contains 348 members 
Mstep: Class 53 contains 208 members 
Mstep: Class 54 contains 355 members 
Mstep: Class 55 contains 4305 members 
Mstep: Class 56 contains 2434 members 
Mstep: Class 57 contains 179 members 
Mstep: Class 58 contains 10407 members 
Mstep: Class 59 contains 1167 members 
Mstep: Class 60 contains 17869 members 
Mstep: Class 61 contains 255 members 
Mstep: Class 62 contains 1048 members 
Mstep: Class 63 contains 438 members 
Mstep: Class 64 contains 344 members 
Mstep: Class 65 contains 614 members 
Mstep: Class 66 contains 3020 members 
Mstep: Class 67 contains 188 members 
Mstep: Class 68 contains 326 members 
Mstep: Class 69 contains 164 members 
Mstep: Class 70 contains 306 members 
Mstep: Class 71 contains 2388 members 
Mstep: Class 72 contains 450 members 
Mstep: Class 73 contains 373 members 
Mstep: Class 74 contains 226 members 
Mstep: Class 75 contains 509 members 
Mstep: Class 76 contains 228 members 
Mstep: Class 77 contains 399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147550960.000000 Penalty: 267114.687500
Iteration 223Q: 78 clusters Score -1.47551e+08 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 52544 members 
Mstep: Class 3 contains 5281 members 
Mstep: Class 4 contains 27253 members 
Mstep: Class 5 contains 8296 members 
Mstep: Class 6 contains 4490 members 
Mstep: Class 7 contains 26575 members 
Mstep: Class 8 contains 749 members 
Mstep: Class 9 contains 10967 members 
Mstep: Class 10 contains 3033 members 
Mstep: Class 11 contains 37308 members 
Mstep: Class 12 contains 23344 members 
Mstep: Class 13 contains 215742 members 
Mstep: Class 14 contains 40972 members 
Mstep: Class 15 contains 812 members 
Mstep: Class 16 contains 29071 members 
Mstep: Class 17 contains 9441 members 
Mstep: Class 18 contains 14305 members 
Mstep: Class 19 contains 61597 members 
Mstep: Class 20 contains 11001 members 
Mstep: Class 21 contains 16505 members 
Mstep: Class 22 contains 2994 members 
Mstep: Class 23 contains 2569 members 
Mstep: Class 24 contains 18659 members 
Mstep: Class 25 contains 2068 members 
Mstep: Class 26 contains 22178 members 
Mstep: Class 27 contains 6171 members 
Mstep: Class 28 contains 4152 members 
Mstep: Class 29 contains 37149 members 
Mstep: Class 30 contains 4530 members 
Mstep: Class 31 contains 482 members 
Mstep: Class 32 contains 392 members 
Mstep: Class 33 contains 38588 members 
Mstep: Class 34 contains 607 members 
Mstep: Class 35 contains 8732 members 
Mstep: Class 36 contains 2453 members 
Mstep: Class 37 contains 164320 members 
Mstep: Class 38 contains 8353 members 
Mstep: Class 39 contains 4266 members 
Mstep: Class 40 contains 5318 members 
Mstep: Class 41 contains 2909 members 
Mstep: Class 42 contains 3703 members 
Mstep: Class 43 contains 550 members 
Mstep: Class 44 contains 3468 members 
Mstep: Class 45 contains 1907 members 
Mstep: Class 46 contains 371 members 
Mstep: Class 47 contains 5083 members 
Mstep: Class 48 contains 1836 members 
Mstep: Class 49 contains 4226 members 
Mstep: Class 50 contains 6307 members 
Mstep: Class 51 contains 175599 members 
Mstep: Class 52 contains 348 members 
Mstep: Class 53 contains 208 members 
Mstep: Class 54 contains 355 members 
Mstep: Class 55 contains 4302 members 
Mstep: Class 56 contains 2444 members 
Mstep: Class 57 contains 179 members 
Mstep: Class 58 contains 10415 members 
Mstep: Class 59 contains 1166 members 
Mstep: Class 60 contains 17865 members 
Mstep: Class 61 contains 255 members 
Mstep: Class 62 contains 1068 members 
Mstep: Class 63 contains 438 members 
Mstep: Class 64 contains 344 members 
Mstep: Class 65 contains 614 members 
Mstep: Class 66 contains 3013 members 
Mstep: Class 67 contains 188 members 
Mstep: Class 68 contains 326 members 
Mstep: Class 69 contains 164 members 
Mstep: Class 70 contains 306 members 
Mstep: Class 71 contains 2385 members 
Mstep: Class 72 contains 451 members 
Mstep: Class 73 contains 372 members 
Mstep: Class 74 contains 226 members 
Mstep: Class 75 contains 509 members 
Mstep: Class 76 contains 228 members 
Mstep: Class 77 contains 399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147551328.000000 Penalty: 267114.687500
Iteration 224Q: 78 clusters Score -1.475513e+08 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 52536 members 
Mstep: Class 3 contains 5280 members 
Mstep: Class 4 contains 27253 members 
Mstep: Class 5 contains 8297 members 
Mstep: Class 6 contains 4490 members 
Mstep: Class 7 contains 26574 members 
Mstep: Class 8 contains 748 members 
Mstep: Class 9 contains 10968 members 
Mstep: Class 10 contains 3034 members 
Mstep: Class 11 contains 37309 members 
Mstep: Class 12 contains 23344 members 
Mstep: Class 13 contains 215739 members 
Mstep: Class 14 contains 40964 members 
Mstep: Class 15 contains 812 members 
Mstep: Class 16 contains 29073 members 
Mstep: Class 17 contains 9438 members 
Mstep: Class 18 contains 14304 members 
Mstep: Class 19 contains 61597 members 
Mstep: Class 20 contains 11002 members 
Mstep: Class 21 contains 16507 members 
Mstep: Class 22 contains 2994 members 
Mstep: Class 23 contains 2570 members 
Mstep: Class 24 contains 18659 members 
Mstep: Class 25 contains 2068 members 
Mstep: Class 26 contains 22198 members 
Mstep: Class 27 contains 6171 members 
Mstep: Class 28 contains 4152 members 
Mstep: Class 29 contains 37147 members 
Mstep: Class 30 contains 4529 members 
Mstep: Class 31 contains 482 members 
Mstep: Class 32 contains 389 members 
Mstep: Class 33 contains 38583 members 
Mstep: Class 34 contains 607 members 
Mstep: Class 35 contains 8732 members 
Mstep: Class 36 contains 2453 members 
Mstep: Class 37 contains 164315 members 
Mstep: Class 38 contains 8352 members 
Mstep: Class 39 contains 4266 members 
Mstep: Class 40 contains 5318 members 
Mstep: Class 41 contains 2911 members 
Mstep: Class 42 contains 3705 members 
Mstep: Class 43 contains 550 members 
Mstep: Class 44 contains 3468 members 
Mstep: Class 45 contains 1907 members 
Mstep: Class 46 contains 371 members 
Mstep: Class 47 contains 5083 members 
Mstep: Class 48 contains 1835 members 
Mstep: Class 49 contains 4227 members 
Mstep: Class 50 contains 6307 members 
Mstep: Class 51 contains 175590 members 
Mstep: Class 52 contains 345 members 
Mstep: Class 53 contains 208 members 
Mstep: Class 54 contains 355 members 
Mstep: Class 55 contains 4300 members 
Mstep: Class 56 contains 2453 members 
Mstep: Class 57 contains 179 members 
Mstep: Class 58 contains 10421 members 
Mstep: Class 59 contains 1164 members 
Mstep: Class 60 contains 17865 members 
Mstep: Class 61 contains 255 members 
Mstep: Class 62 contains 1092 members 
Mstep: Class 63 contains 438 members 
Mstep: Class 64 contains 344 members 
Mstep: Class 65 contains 614 members 
Mstep: Class 66 contains 3006 members 
Mstep: Class 67 contains 188 members 
Mstep: Class 68 contains 326 members 
Mstep: Class 69 contains 164 members 
Mstep: Class 70 contains 306 members 
Mstep: Class 71 contains 2378 members 
Mstep: Class 72 contains 451 members 
Mstep: Class 73 contains 372 members 
Mstep: Class 74 contains 226 members 
Mstep: Class 75 contains 509 members 
Mstep: Class 76 contains 228 members 
Mstep: Class 77 contains 399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147551168.000000 Penalty: 267114.687500
Iteration 225Q: 78 clusters Score -1.475512e+08 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 52535 members 
Mstep: Class 3 contains 5280 members 
Mstep: Class 4 contains 27252 members 
Mstep: Class 5 contains 8297 members 
Mstep: Class 6 contains 4490 members 
Mstep: Class 7 contains 26576 members 
Mstep: Class 8 contains 748 members 
Mstep: Class 9 contains 10968 members 
Mstep: Class 10 contains 3035 members 
Mstep: Class 11 contains 37310 members 
Mstep: Class 12 contains 23344 members 
Mstep: Class 13 contains 215731 members 
Mstep: Class 14 contains 40960 members 
Mstep: Class 15 contains 811 members 
Mstep: Class 16 contains 29073 members 
Mstep: Class 17 contains 9432 members 
Mstep: Class 18 contains 14305 members 
Mstep: Class 19 contains 61597 members 
Mstep: Class 20 contains 11000 members 
Mstep: Class 21 contains 16512 members 
Mstep: Class 22 contains 2994 members 
Mstep: Class 23 contains 2570 members 
Mstep: Class 24 contains 18660 members 
Mstep: Class 25 contains 2068 members 
Mstep: Class 26 contains 22220 members 
Mstep: Class 27 contains 6172 members 
Mstep: Class 28 contains 4152 members 
Mstep: Class 29 contains 37145 members 
Mstep: Class 30 contains 4528 members 
Mstep: Class 31 contains 482 members 
Mstep: Class 32 contains 386 members 
Mstep: Class 33 contains 38575 members 
Mstep: Class 34 contains 606 members 
Mstep: Class 35 contains 8732 members 
Mstep: Class 36 contains 2453 members 
Mstep: Class 37 contains 164309 members 
Mstep: Class 38 contains 8351 members 
Mstep: Class 39 contains 4266 members 
Mstep: Class 40 contains 5318 members 
Mstep: Class 41 contains 2914 members 
Mstep: Class 42 contains 3706 members 
Mstep: Class 43 contains 550 members 
Mstep: Class 44 contains 3468 members 
Mstep: Class 45 contains 1907 members 
Mstep: Class 46 contains 371 members 
Mstep: Class 47 contains 5085 members 
Mstep: Class 48 contains 1837 members 
Mstep: Class 49 contains 4228 members 
Mstep: Class 50 contains 6308 members 
Mstep: Class 51 contains 175572 members 
Mstep: Class 52 contains 345 members 
Mstep: Class 53 contains 208 members 
Mstep: Class 54 contains 355 members 
Mstep: Class 55 contains 4300 members 
Mstep: Class 56 contains 2462 members 
Mstep: Class 57 contains 179 members 
Mstep: Class 58 contains 10428 members 
Mstep: Class 59 contains 1163 members 
Mstep: Class 60 contains 17865 members 
Mstep: Class 61 contains 255 members 
Mstep: Class 62 contains 1109 members 
Mstep: Class 63 contains 438 members 
Mstep: Class 64 contains 344 members 
Mstep: Class 65 contains 614 members 
Mstep: Class 66 contains 2996 members 
Mstep: Class 67 contains 188 members 
Mstep: Class 68 contains 326 members 
Mstep: Class 69 contains 164 members 
Mstep: Class 70 contains 306 members 
Mstep: Class 71 contains 2375 members 
Mstep: Class 72 contains 451 members 
Mstep: Class 73 contains 372 members 
Mstep: Class 74 contains 226 members 
Mstep: Class 75 contains 509 members 
Mstep: Class 76 contains 228 members 
Mstep: Class 77 contains 399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147551360.000000 Penalty: 267114.687500
Iteration 226Q: 78 clusters Score -1.475514e+08 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 52538 members 
Mstep: Class 3 contains 5280 members 
Mstep: Class 4 contains 27251 members 
Mstep: Class 5 contains 8296 members 
Mstep: Class 6 contains 4490 members 
Mstep: Class 7 contains 26575 members 
Mstep: Class 8 contains 748 members 
Mstep: Class 9 contains 10967 members 
Mstep: Class 10 contains 3036 members 
Mstep: Class 11 contains 37311 members 
Mstep: Class 12 contains 23342 members 
Mstep: Class 13 contains 215726 members 
Mstep: Class 14 contains 40956 members 
Mstep: Class 15 contains 811 members 
Mstep: Class 16 contains 29077 members 
Mstep: Class 17 contains 9426 members 
Mstep: Class 18 contains 14307 members 
Mstep: Class 19 contains 61594 members 
Mstep: Class 20 contains 11001 members 
Mstep: Class 21 contains 16519 members 
Mstep: Class 22 contains 2994 members 
Mstep: Class 23 contains 2570 members 
Mstep: Class 24 contains 18659 members 
Mstep: Class 25 contains 2068 members 
Mstep: Class 26 contains 22233 members 
Mstep: Class 27 contains 6172 members 
Mstep: Class 28 contains 4152 members 
Mstep: Class 29 contains 37141 members 
Mstep: Class 30 contains 4528 members 
Mstep: Class 31 contains 482 members 
Mstep: Class 32 contains 386 members 
Mstep: Class 33 contains 38569 members 
Mstep: Class 34 contains 606 members 
Mstep: Class 35 contains 8732 members 
Mstep: Class 36 contains 2453 members 
Mstep: Class 37 contains 164304 members 
Mstep: Class 38 contains 8352 members 
Mstep: Class 39 contains 4266 members 
Mstep: Class 40 contains 5319 members 
Mstep: Class 41 contains 2914 members 
Mstep: Class 42 contains 3706 members 
Mstep: Class 43 contains 550 members 
Mstep: Class 44 contains 3468 members 
Mstep: Class 45 contains 1907 members 
Mstep: Class 46 contains 371 members 
Mstep: Class 47 contains 5087 members 
Mstep: Class 48 contains 1837 members 
Mstep: Class 49 contains 4228 members 
Mstep: Class 50 contains 6308 members 
Mstep: Class 51 contains 175560 members 
Mstep: Class 52 contains 345 members 
Mstep: Class 53 contains 208 members 
Mstep: Class 54 contains 355 members 
Mstep: Class 55 contains 4300 members 
Mstep: Class 56 contains 2472 members 
Mstep: Class 57 contains 179 members 
Mstep: Class 58 contains 10432 members 
Mstep: Class 59 contains 1161 members 
Mstep: Class 60 contains 17867 members 
Mstep: Class 61 contains 255 members 
Mstep: Class 62 contains 1122 members 
Mstep: Class 63 contains 438 members 
Mstep: Class 64 contains 344 members 
Mstep: Class 65 contains 614 members 
Mstep: Class 66 contains 2987 members 
Mstep: Class 67 contains 188 members 
Mstep: Class 68 contains 326 members 
Mstep: Class 69 contains 164 members 
Mstep: Class 70 contains 306 members 
Mstep: Class 71 contains 2373 members 
Mstep: Class 72 contains 451 members 
Mstep: Class 73 contains 372 members 
Mstep: Class 74 contains 226 members 
Mstep: Class 75 contains 509 members 
Mstep: Class 76 contains 228 members 
Mstep: Class 77 contains 399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147551344.000000 Penalty: 267114.687500
Iteration 227Q: 78 clusters Score -1.475513e+08 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 52536 members 
Mstep: Class 3 contains 5280 members 
Mstep: Class 4 contains 27250 members 
Mstep: Class 5 contains 8296 members 
Mstep: Class 6 contains 4490 members 
Mstep: Class 7 contains 26577 members 
Mstep: Class 8 contains 748 members 
Mstep: Class 9 contains 10967 members 
Mstep: Class 10 contains 3037 members 
Mstep: Class 11 contains 37311 members 
Mstep: Class 12 contains 23339 members 
Mstep: Class 13 contains 215727 members 
Mstep: Class 14 contains 40963 members 
Mstep: Class 15 contains 811 members 
Mstep: Class 16 contains 29083 members 
Mstep: Class 17 contains 9417 members 
Mstep: Class 18 contains 14308 members 
Mstep: Class 19 contains 61593 members 
Mstep: Class 20 contains 11001 members 
Mstep: Class 21 contains 16520 members 
Mstep: Class 22 contains 2994 members 
Mstep: Class 23 contains 2570 members 
Mstep: Class 24 contains 18661 members 
Mstep: Class 25 contains 2068 members 
Mstep: Class 26 contains 22239 members 
Mstep: Class 27 contains 6172 members 
Mstep: Class 28 contains 4152 members 
Mstep: Class 29 contains 37139 members 
Mstep: Class 30 contains 4528 members 
Mstep: Class 31 contains 481 members 
Mstep: Class 32 contains 386 members 
Mstep: Class 33 contains 38567 members 
Mstep: Class 34 contains 606 members 
Mstep: Class 35 contains 8732 members 
Mstep: Class 36 contains 2453 members 
Mstep: Class 37 contains 164297 members 
Mstep: Class 38 contains 8352 members 
Mstep: Class 39 contains 4266 members 
Mstep: Class 40 contains 5319 members 
Mstep: Class 41 contains 2914 members 
Mstep: Class 42 contains 3706 members 
Mstep: Class 43 contains 550 members 
Mstep: Class 44 contains 3468 members 
Mstep: Class 45 contains 1907 members 
Mstep: Class 46 contains 371 members 
Mstep: Class 47 contains 5089 members 
Mstep: Class 48 contains 1837 members 
Mstep: Class 49 contains 4227 members 
Mstep: Class 50 contains 6308 members 
Mstep: Class 51 contains 175551 members 
Mstep: Class 52 contains 345 members 
Mstep: Class 53 contains 208 members 
Mstep: Class 54 contains 355 members 
Mstep: Class 55 contains 4301 members 
Mstep: Class 56 contains 2479 members 
Mstep: Class 57 contains 179 members 
Mstep: Class 58 contains 10435 members 
Mstep: Class 59 contains 1159 members 
Mstep: Class 60 contains 17865 members 
Mstep: Class 61 contains 255 members 
Mstep: Class 62 contains 1128 members 
Mstep: Class 63 contains 438 members 
Mstep: Class 64 contains 344 members 
Mstep: Class 65 contains 614 members 
Mstep: Class 66 contains 2984 members 
Mstep: Class 67 contains 188 members 
Mstep: Class 68 contains 326 members 
Mstep: Class 69 contains 164 members 
Mstep: Class 70 contains 306 members 
Mstep: Class 71 contains 2371 members 
Mstep: Class 72 contains 452 members 
Mstep: Class 73 contains 372 members 
Mstep: Class 74 contains 226 members 
Mstep: Class 75 contains 509 members 
Mstep: Class 76 contains 228 members 
Mstep: Class 77 contains 399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147551472.000000 Penalty: 267114.687500
Iteration 228Q: 78 clusters Score -1.475515e+08 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 52535 members 
Mstep: Class 3 contains 5280 members 
Mstep: Class 4 contains 27250 members 
Mstep: Class 5 contains 8296 members 
Mstep: Class 6 contains 4490 members 
Mstep: Class 7 contains 26577 members 
Mstep: Class 8 contains 748 members 
Mstep: Class 9 contains 10967 members 
Mstep: Class 10 contains 3037 members 
Mstep: Class 11 contains 37311 members 
Mstep: Class 12 contains 23337 members 
Mstep: Class 13 contains 215725 members 
Mstep: Class 14 contains 40960 members 
Mstep: Class 15 contains 810 members 
Mstep: Class 16 contains 29086 members 
Mstep: Class 17 contains 9414 members 
Mstep: Class 18 contains 14309 members 
Mstep: Class 19 contains 61591 members 
Mstep: Class 20 contains 11001 members 
Mstep: Class 21 contains 16523 members 
Mstep: Class 22 contains 2994 members 
Mstep: Class 23 contains 2570 members 
Mstep: Class 24 contains 18663 members 
Mstep: Class 25 contains 2068 members 
Mstep: Class 26 contains 22245 members 
Mstep: Class 27 contains 6174 members 
Mstep: Class 28 contains 4152 members 
Mstep: Class 29 contains 37138 members 
Mstep: Class 30 contains 4528 members 
Mstep: Class 31 contains 481 members 
Mstep: Class 32 contains 386 members 
Mstep: Class 33 contains 38562 members 
Mstep: Class 34 contains 606 members 
Mstep: Class 35 contains 8732 members 
Mstep: Class 36 contains 2453 members 
Mstep: Class 37 contains 164287 members 
Mstep: Class 38 contains 8352 members 
Mstep: Class 39 contains 4266 members 
Mstep: Class 40 contains 5319 members 
Mstep: Class 41 contains 2913 members 
Mstep: Class 42 contains 3707 members 
Mstep: Class 43 contains 550 members 
Mstep: Class 44 contains 3468 members 
Mstep: Class 45 contains 1907 members 
Mstep: Class 46 contains 372 members 
Mstep: Class 47 contains 5091 members 
Mstep: Class 48 contains 1837 members 
Mstep: Class 49 contains 4227 members 
Mstep: Class 50 contains 6308 members 
Mstep: Class 51 contains 175550 members 
Mstep: Class 52 contains 345 members 
Mstep: Class 53 contains 208 members 
Mstep: Class 54 contains 355 members 
Mstep: Class 55 contains 4301 members 
Mstep: Class 56 contains 2487 members 
Mstep: Class 57 contains 179 members 
Mstep: Class 58 contains 10438 members 
Mstep: Class 59 contains 1159 members 
Mstep: Class 60 contains 17865 members 
Mstep: Class 61 contains 255 members 
Mstep: Class 62 contains 1135 members 
Mstep: Class 63 contains 438 members 
Mstep: Class 64 contains 344 members 
Mstep: Class 65 contains 614 members 
Mstep: Class 66 contains 2980 members 
Mstep: Class 67 contains 188 members 
Mstep: Class 68 contains 326 members 
Mstep: Class 69 contains 164 members 
Mstep: Class 70 contains 306 members 
Mstep: Class 71 contains 2368 members 
Mstep: Class 72 contains 452 members 
Mstep: Class 73 contains 372 members 
Mstep: Class 74 contains 226 members 
Mstep: Class 75 contains 509 members 
Mstep: Class 76 contains 228 members 
Mstep: Class 77 contains 399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147551504.000000 Penalty: 267114.687500
Iteration 229Q: 78 clusters Score -1.475515e+08 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 52535 members 
Mstep: Class 3 contains 5280 members 
Mstep: Class 4 contains 27250 members 
Mstep: Class 5 contains 8295 members 
Mstep: Class 6 contains 4490 members 
Mstep: Class 7 contains 26580 members 
Mstep: Class 8 contains 748 members 
Mstep: Class 9 contains 10968 members 
Mstep: Class 10 contains 3038 members 
Mstep: Class 11 contains 37311 members 
Mstep: Class 12 contains 23335 members 
Mstep: Class 13 contains 215723 members 
Mstep: Class 14 contains 40964 members 
Mstep: Class 15 contains 808 members 
Mstep: Class 16 contains 29090 members 
Mstep: Class 17 contains 9407 members 
Mstep: Class 18 contains 14308 members 
Mstep: Class 19 contains 61590 members 
Mstep: Class 20 contains 11001 members 
Mstep: Class 21 contains 16531 members 
Mstep: Class 22 contains 2994 members 
Mstep: Class 23 contains 2570 members 
Mstep: Class 24 contains 18662 members 
Mstep: Class 25 contains 2068 members 
Mstep: Class 26 contains 22251 members 
Mstep: Class 27 contains 6175 members 
Mstep: Class 28 contains 4152 members 
Mstep: Class 29 contains 37132 members 
Mstep: Class 30 contains 4528 members 
Mstep: Class 31 contains 481 members 
Mstep: Class 32 contains 386 members 
Mstep: Class 33 contains 38560 members 
Mstep: Class 34 contains 606 members 
Mstep: Class 35 contains 8732 members 
Mstep: Class 36 contains 2453 members 
Mstep: Class 37 contains 164275 members 
Mstep: Class 38 contains 8352 members 
Mstep: Class 39 contains 4266 members 
Mstep: Class 40 contains 5319 members 
Mstep: Class 41 contains 2913 members 
Mstep: Class 42 contains 3707 members 
Mstep: Class 43 contains 550 members 
Mstep: Class 44 contains 3468 members 
Mstep: Class 45 contains 1907 members 
Mstep: Class 46 contains 374 members 
Mstep: Class 47 contains 5092 members 
Mstep: Class 48 contains 1837 members 
Mstep: Class 49 contains 4227 members 
Mstep: Class 50 contains 6309 members 
Mstep: Class 51 contains 175548 members 
Mstep: Class 52 contains 345 members 
Mstep: Class 53 contains 208 members 
Mstep: Class 54 contains 355 members 
Mstep: Class 55 contains 4301 members 
Mstep: Class 56 contains 2495 members 
Mstep: Class 57 contains 179 members 
Mstep: Class 58 contains 10441 members 
Mstep: Class 59 contains 1156 members 
Mstep: Class 60 contains 17861 members 
Mstep: Class 61 contains 255 members 
Mstep: Class 62 contains 1141 members 
Mstep: Class 63 contains 438 members 
Mstep: Class 64 contains 344 members 
Mstep: Class 65 contains 614 members 
Mstep: Class 66 contains 2978 members 
Mstep: Class 67 contains 188 members 
Mstep: Class 68 contains 326 members 
Mstep: Class 69 contains 164 members 
Mstep: Class 70 contains 306 members 
Mstep: Class 71 contains 2367 members 
Mstep: Class 72 contains 452 members 
Mstep: Class 73 contains 372 members 
Mstep: Class 74 contains 226 members 
Mstep: Class 75 contains 509 members 
Mstep: Class 76 contains 228 members 
Mstep: Class 77 contains 399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147551536.000000 Penalty: 267114.687500
Iteration 230Q: 78 clusters Score -1.475515e+08 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 52540 members 
Mstep: Class 3 contains 5280 members 
Mstep: Class 4 contains 27250 members 
Mstep: Class 5 contains 8293 members 
Mstep: Class 6 contains 4490 members 
Mstep: Class 7 contains 26581 members 
Mstep: Class 8 contains 748 members 
Mstep: Class 9 contains 10969 members 
Mstep: Class 10 contains 3038 members 
Mstep: Class 11 contains 37311 members 
Mstep: Class 12 contains 23335 members 
Mstep: Class 13 contains 215719 members 
Mstep: Class 14 contains 40968 members 
Mstep: Class 15 contains 806 members 
Mstep: Class 16 contains 29093 members 
Mstep: Class 17 contains 9399 members 
Mstep: Class 18 contains 14308 members 
Mstep: Class 19 contains 61588 members 
Mstep: Class 20 contains 11000 members 
Mstep: Class 21 contains 16537 members 
Mstep: Class 22 contains 2994 members 
Mstep: Class 23 contains 2570 members 
Mstep: Class 24 contains 18661 members 
Mstep: Class 25 contains 2068 members 
Mstep: Class 26 contains 22254 members 
Mstep: Class 27 contains 6175 members 
Mstep: Class 28 contains 4152 members 
Mstep: Class 29 contains 37130 members 
Mstep: Class 30 contains 4528 members 
Mstep: Class 31 contains 481 members 
Mstep: Class 32 contains 386 members 
Mstep: Class 33 contains 38555 members 
Mstep: Class 34 contains 606 members 
Mstep: Class 35 contains 8732 members 
Mstep: Class 36 contains 2453 members 
Mstep: Class 37 contains 164265 members 
Mstep: Class 38 contains 8351 members 
Mstep: Class 39 contains 4266 members 
Mstep: Class 40 contains 5320 members 
Mstep: Class 41 contains 2913 members 
Mstep: Class 42 contains 3707 members 
Mstep: Class 43 contains 550 members 
Mstep: Class 44 contains 3468 members 
Mstep: Class 45 contains 1907 members 
Mstep: Class 46 contains 373 members 
Mstep: Class 47 contains 5093 members 
Mstep: Class 48 contains 1836 members 
Mstep: Class 49 contains 4226 members 
Mstep: Class 50 contains 6309 members 
Mstep: Class 51 contains 175549 members 
Mstep: Class 52 contains 345 members 
Mstep: Class 53 contains 208 members 
Mstep: Class 54 contains 355 members 
Mstep: Class 55 contains 4301 members 
Mstep: Class 56 contains 2503 members 
Mstep: Class 57 contains 179 members 
Mstep: Class 58 contains 10447 members 
Mstep: Class 59 contains 1154 members 
Mstep: Class 60 contains 17858 members 
Mstep: Class 61 contains 255 members 
Mstep: Class 62 contains 1149 members 
Mstep: Class 63 contains 438 members 
Mstep: Class 64 contains 344 members 
Mstep: Class 65 contains 614 members 
Mstep: Class 66 contains 2975 members 
Mstep: Class 67 contains 188 members 
Mstep: Class 68 contains 326 members 
Mstep: Class 69 contains 164 members 
Mstep: Class 70 contains 306 members 
Mstep: Class 71 contains 2368 members 
Mstep: Class 72 contains 452 members 
Mstep: Class 73 contains 372 members 
Mstep: Class 74 contains 226 members 
Mstep: Class 75 contains 509 members 
Mstep: Class 76 contains 228 members 
Mstep: Class 77 contains 399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147551424.000000 Penalty: 267114.687500
Iteration 231Q: 78 clusters Score -1.475514e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 52546 members 
Mstep: Class 3 contains 5280 members 
Mstep: Class 4 contains 27250 members 
Mstep: Class 5 contains 8291 members 
Mstep: Class 6 contains 4490 members 
Mstep: Class 7 contains 26584 members 
Mstep: Class 8 contains 748 members 
Mstep: Class 9 contains 10970 members 
Mstep: Class 10 contains 3038 members 
Mstep: Class 11 contains 37310 members 
Mstep: Class 12 contains 23335 members 
Mstep: Class 13 contains 215716 members 
Mstep: Class 14 contains 40972 members 
Mstep: Class 15 contains 805 members 
Mstep: Class 16 contains 29095 members 
Mstep: Class 17 contains 9395 members 
Mstep: Class 18 contains 14308 members 
Mstep: Class 19 contains 61589 members 
Mstep: Class 20 contains 10998 members 
Mstep: Class 21 contains 16543 members 
Mstep: Class 22 contains 2994 members 
Mstep: Class 23 contains 2570 members 
Mstep: Class 24 contains 18659 members 
Mstep: Class 25 contains 2068 members 
Mstep: Class 26 contains 22255 members 
Mstep: Class 27 contains 6175 members 
Mstep: Class 28 contains 4152 members 
Mstep: Class 29 contains 37125 members 
Mstep: Class 30 contains 4528 members 
Mstep: Class 31 contains 481 members 
Mstep: Class 32 contains 386 members 
Mstep: Class 33 contains 38554 members 
Mstep: Class 34 contains 606 members 
Mstep: Class 35 contains 8732 members 
Mstep: Class 36 contains 2453 members 
Mstep: Class 37 contains 164257 members 
Mstep: Class 38 contains 8347 members 
Mstep: Class 39 contains 4266 members 
Mstep: Class 40 contains 5321 members 
Mstep: Class 41 contains 2913 members 
Mstep: Class 42 contains 3707 members 
Mstep: Class 43 contains 550 members 
Mstep: Class 44 contains 3468 members 
Mstep: Class 45 contains 1907 members 
Mstep: Class 46 contains 374 members 
Mstep: Class 47 contains 5095 members 
Mstep: Class 48 contains 1836 members 
Mstep: Class 49 contains 4226 members 
Mstep: Class 50 contains 6308 members 
Mstep: Class 51 contains 175551 members 
Mstep: Class 52 contains 345 members 
Mstep: Class 53 contains 208 members 
Mstep: Class 54 contains 355 members 
Mstep: Class 55 contains 4301 members 
Mstep: Class 56 contains 2505 members 
Mstep: Class 57 contains 179 members 
Mstep: Class 58 contains 10451 members 
Mstep: Class 59 contains 1153 members 
Mstep: Class 60 contains 17856 members 
Mstep: Class 61 contains 255 members 
Mstep: Class 62 contains 1152 members 
Mstep: Class 63 contains 438 members 
Mstep: Class 64 contains 344 members 
Mstep: Class 65 contains 614 members 
Mstep: Class 66 contains 2973 members 
Mstep: Class 67 contains 187 members 
Mstep: Class 68 contains 326 members 
Mstep: Class 69 contains 164 members 
Mstep: Class 70 contains 306 members 
Mstep: Class 71 contains 2369 members 
Mstep: Class 72 contains 452 members 
Mstep: Class 73 contains 372 members 
Mstep: Class 74 contains 226 members 
Mstep: Class 75 contains 509 members 
Mstep: Class 76 contains 228 members 
Mstep: Class 77 contains 399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147551504.000000 Penalty: 267114.687500
Iteration 232Q: 78 clusters Score -1.475515e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 52548 members 
Mstep: Class 3 contains 5280 members 
Mstep: Class 4 contains 27250 members 
Mstep: Class 5 contains 8291 members 
Mstep: Class 6 contains 4490 members 
Mstep: Class 7 contains 26583 members 
Mstep: Class 8 contains 748 members 
Mstep: Class 9 contains 10971 members 
Mstep: Class 10 contains 3038 members 
Mstep: Class 11 contains 37310 members 
Mstep: Class 12 contains 23334 members 
Mstep: Class 13 contains 215717 members 
Mstep: Class 14 contains 40973 members 
Mstep: Class 15 contains 803 members 
Mstep: Class 16 contains 29096 members 
Mstep: Class 17 contains 9391 members 
Mstep: Class 18 contains 14308 members 
Mstep: Class 19 contains 61590 members 
Mstep: Class 20 contains 10998 members 
Mstep: Class 21 contains 16547 members 
Mstep: Class 22 contains 2994 members 
Mstep: Class 23 contains 2570 members 
Mstep: Class 24 contains 18658 members 
Mstep: Class 25 contains 2068 members 
Mstep: Class 26 contains 22256 members 
Mstep: Class 27 contains 6175 members 
Mstep: Class 28 contains 4152 members 
Mstep: Class 29 contains 37125 members 
Mstep: Class 30 contains 4528 members 
Mstep: Class 31 contains 481 members 
Mstep: Class 32 contains 386 members 
Mstep: Class 33 contains 38551 members 
Mstep: Class 34 contains 606 members 
Mstep: Class 35 contains 8732 members 
Mstep: Class 36 contains 2453 members 
Mstep: Class 37 contains 164255 members 
Mstep: Class 38 contains 8344 members 
Mstep: Class 39 contains 4266 members 
Mstep: Class 40 contains 5321 members 
Mstep: Class 41 contains 2913 members 
Mstep: Class 42 contains 3708 members 
Mstep: Class 43 contains 550 members 
Mstep: Class 44 contains 3468 members 
Mstep: Class 45 contains 1907 members 
Mstep: Class 46 contains 375 members 
Mstep: Class 47 contains 5097 members 
Mstep: Class 48 contains 1836 members 
Mstep: Class 49 contains 4226 members 
Mstep: Class 50 contains 6308 members 
Mstep: Class 51 contains 175545 members 
Mstep: Class 52 contains 345 members 
Mstep: Class 53 contains 208 members 
Mstep: Class 54 contains 355 members 
Mstep: Class 55 contains 4301 members 
Mstep: Class 56 contains 2507 members 
Mstep: Class 57 contains 179 members 
Mstep: Class 58 contains 10455 members 
Mstep: Class 59 contains 1152 members 
Mstep: Class 60 contains 17856 members 
Mstep: Class 61 contains 255 members 
Mstep: Class 62 contains 1156 members 
Mstep: Class 63 contains 438 members 
Mstep: Class 64 contains 344 members 
Mstep: Class 65 contains 614 members 
Mstep: Class 66 contains 2970 members 
Mstep: Class 67 contains 187 members 
Mstep: Class 68 contains 326 members 
Mstep: Class 69 contains 164 members 
Mstep: Class 70 contains 306 members 
Mstep: Class 71 contains 2370 members 
Mstep: Class 72 contains 452 members 
Mstep: Class 73 contains 372 members 
Mstep: Class 74 contains 226 members 
Mstep: Class 75 contains 509 members 
Mstep: Class 76 contains 228 members 
Mstep: Class 77 contains 399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147551584.000000 Penalty: 267114.687500
Iteration 233Q: 78 clusters Score -1.475516e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 52545 members 
Mstep: Class 3 contains 5280 members 
Mstep: Class 4 contains 27250 members 
Mstep: Class 5 contains 8291 members 
Mstep: Class 6 contains 4490 members 
Mstep: Class 7 contains 26582 members 
Mstep: Class 8 contains 749 members 
Mstep: Class 9 contains 10972 members 
Mstep: Class 10 contains 3039 members 
Mstep: Class 11 contains 37310 members 
Mstep: Class 12 contains 23335 members 
Mstep: Class 13 contains 215717 members 
Mstep: Class 14 contains 40975 members 
Mstep: Class 15 contains 802 members 
Mstep: Class 16 contains 29096 members 
Mstep: Class 17 contains 9385 members 
Mstep: Class 18 contains 14309 members 
Mstep: Class 19 contains 61588 members 
Mstep: Class 20 contains 10997 members 
Mstep: Class 21 contains 16548 members 
Mstep: Class 22 contains 2993 members 
Mstep: Class 23 contains 2570 members 
Mstep: Class 24 contains 18660 members 
Mstep: Class 25 contains 2068 members 
Mstep: Class 26 contains 22257 members 
Mstep: Class 27 contains 6176 members 
Mstep: Class 28 contains 4152 members 
Mstep: Class 29 contains 37124 members 
Mstep: Class 30 contains 4528 members 
Mstep: Class 31 contains 481 members 
Mstep: Class 32 contains 386 members 
Mstep: Class 33 contains 38548 members 
Mstep: Class 34 contains 606 members 
Mstep: Class 35 contains 8732 members 
Mstep: Class 36 contains 2453 members 
Mstep: Class 37 contains 164252 members 
Mstep: Class 38 contains 8343 members 
Mstep: Class 39 contains 4266 members 
Mstep: Class 40 contains 5322 members 
Mstep: Class 41 contains 2913 members 
Mstep: Class 42 contains 3708 members 
Mstep: Class 43 contains 550 members 
Mstep: Class 44 contains 3468 members 
Mstep: Class 45 contains 1907 members 
Mstep: Class 46 contains 375 members 
Mstep: Class 47 contains 5098 members 
Mstep: Class 48 contains 1836 members 
Mstep: Class 49 contains 4225 members 
Mstep: Class 50 contains 6308 members 
Mstep: Class 51 contains 175546 members 
Mstep: Class 52 contains 345 members 
Mstep: Class 53 contains 208 members 
Mstep: Class 54 contains 355 members 
Mstep: Class 55 contains 4301 members 
Mstep: Class 56 contains 2513 members 
Mstep: Class 57 contains 179 members 
Mstep: Class 58 contains 10458 members 
Mstep: Class 59 contains 1152 members 
Mstep: Class 60 contains 17856 members 
Mstep: Class 61 contains 255 members 
Mstep: Class 62 contains 1160 members 
Mstep: Class 63 contains 438 members 
Mstep: Class 64 contains 344 members 
Mstep: Class 65 contains 614 members 
Mstep: Class 66 contains 2968 members 
Mstep: Class 67 contains 187 members 
Mstep: Class 68 contains 326 members 
Mstep: Class 69 contains 164 members 
Mstep: Class 70 contains 306 members 
Mstep: Class 71 contains 2368 members 
Mstep: Class 72 contains 452 members 
Mstep: Class 73 contains 372 members 
Mstep: Class 74 contains 226 members 
Mstep: Class 75 contains 509 members 
Mstep: Class 76 contains 228 members 
Mstep: Class 77 contains 399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147551440.000000 Penalty: 267114.687500
Iteration 234Q: 78 clusters Score -1.475514e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 52546 members 
Mstep: Class 3 contains 5280 members 
Mstep: Class 4 contains 27250 members 
Mstep: Class 5 contains 8291 members 
Mstep: Class 6 contains 4490 members 
Mstep: Class 7 contains 26582 members 
Mstep: Class 8 contains 750 members 
Mstep: Class 9 contains 10973 members 
Mstep: Class 10 contains 3039 members 
Mstep: Class 11 contains 37311 members 
Mstep: Class 12 contains 23336 members 
Mstep: Class 13 contains 215717 members 
Mstep: Class 14 contains 40978 members 
Mstep: Class 15 contains 801 members 
Mstep: Class 16 contains 29096 members 
Mstep: Class 17 contains 9378 members 
Mstep: Class 18 contains 14308 members 
Mstep: Class 19 contains 61586 members 
Mstep: Class 20 contains 10997 members 
Mstep: Class 21 contains 16549 members 
Mstep: Class 22 contains 2993 members 
Mstep: Class 23 contains 2570 members 
Mstep: Class 24 contains 18660 members 
Mstep: Class 25 contains 2068 members 
Mstep: Class 26 contains 22258 members 
Mstep: Class 27 contains 6174 members 
Mstep: Class 28 contains 4152 members 
Mstep: Class 29 contains 37123 members 
Mstep: Class 30 contains 4528 members 
Mstep: Class 31 contains 481 members 
Mstep: Class 32 contains 386 members 
Mstep: Class 33 contains 38548 members 
Mstep: Class 34 contains 606 members 
Mstep: Class 35 contains 8732 members 
Mstep: Class 36 contains 2453 members 
Mstep: Class 37 contains 164251 members 
Mstep: Class 38 contains 8343 members 
Mstep: Class 39 contains 4265 members 
Mstep: Class 40 contains 5324 members 
Mstep: Class 41 contains 2913 members 
Mstep: Class 42 contains 3708 members 
Mstep: Class 43 contains 550 members 
Mstep: Class 44 contains 3468 members 
Mstep: Class 45 contains 1907 members 
Mstep: Class 46 contains 375 members 
Mstep: Class 47 contains 5100 members 
Mstep: Class 48 contains 1835 members 
Mstep: Class 49 contains 4225 members 
Mstep: Class 50 contains 6308 members 
Mstep: Class 51 contains 175544 members 
Mstep: Class 52 contains 344 members 
Mstep: Class 53 contains 208 members 
Mstep: Class 54 contains 355 members 
Mstep: Class 55 contains 4301 members 
Mstep: Class 56 contains 2517 members 
Mstep: Class 57 contains 179 members 
Mstep: Class 58 contains 10459 members 
Mstep: Class 59 contains 1152 members 
Mstep: Class 60 contains 17855 members 
Mstep: Class 61 contains 255 members 
Mstep: Class 62 contains 1164 members 
Mstep: Class 63 contains 438 members 
Mstep: Class 64 contains 344 members 
Mstep: Class 65 contains 614 members 
Mstep: Class 66 contains 2967 members 
Mstep: Class 67 contains 187 members 
Mstep: Class 68 contains 326 members 
Mstep: Class 69 contains 164 members 
Mstep: Class 70 contains 306 members 
Mstep: Class 71 contains 2367 members 
Mstep: Class 72 contains 452 members 
Mstep: Class 73 contains 372 members 
Mstep: Class 74 contains 226 members 
Mstep: Class 75 contains 509 members 
Mstep: Class 76 contains 228 members 
Mstep: Class 77 contains 399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147551504.000000 Penalty: 267114.687500
Iteration 235Q: 78 clusters Score -1.475515e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 52543 members 
Mstep: Class 3 contains 5280 members 
Mstep: Class 4 contains 27249 members 
Mstep: Class 5 contains 8291 members 
Mstep: Class 6 contains 4490 members 
Mstep: Class 7 contains 26583 members 
Mstep: Class 8 contains 750 members 
Mstep: Class 9 contains 10973 members 
Mstep: Class 10 contains 3039 members 
Mstep: Class 11 contains 37310 members 
Mstep: Class 12 contains 23336 members 
Mstep: Class 13 contains 215714 members 
Mstep: Class 14 contains 40981 members 
Mstep: Class 15 contains 801 members 
Mstep: Class 16 contains 29096 members 
Mstep: Class 17 contains 9378 members 
Mstep: Class 18 contains 14308 members 
Mstep: Class 19 contains 61586 members 
Mstep: Class 20 contains 10997 members 
Mstep: Class 21 contains 16552 members 
Mstep: Class 22 contains 2993 members 
Mstep: Class 23 contains 2570 members 
Mstep: Class 24 contains 18662 members 
Mstep: Class 25 contains 2068 members 
Mstep: Class 26 contains 22261 members 
Mstep: Class 27 contains 6174 members 
Mstep: Class 28 contains 4152 members 
Mstep: Class 29 contains 37122 members 
Mstep: Class 30 contains 4527 members 
Mstep: Class 31 contains 481 members 
Mstep: Class 32 contains 386 members 
Mstep: Class 33 contains 38549 members 
Mstep: Class 34 contains 606 members 
Mstep: Class 35 contains 8732 members 
Mstep: Class 36 contains 2453 members 
Mstep: Class 37 contains 164250 members 
Mstep: Class 38 contains 8341 members 
Mstep: Class 39 contains 4265 members 
Mstep: Class 40 contains 5324 members 
Mstep: Class 41 contains 2913 members 
Mstep: Class 42 contains 3708 members 
Mstep: Class 43 contains 550 members 
Mstep: Class 44 contains 3468 members 
Mstep: Class 45 contains 1907 members 
Mstep: Class 46 contains 375 members 
Mstep: Class 47 contains 5100 members 
Mstep: Class 48 contains 1835 members 
Mstep: Class 49 contains 4225 members 
Mstep: Class 50 contains 6308 members 
Mstep: Class 51 contains 175542 members 
Mstep: Class 52 contains 344 members 
Mstep: Class 53 contains 208 members 
Mstep: Class 54 contains 355 members 
Mstep: Class 55 contains 4301 members 
Mstep: Class 56 contains 2518 members 
Mstep: Class 57 contains 179 members 
Mstep: Class 58 contains 10460 members 
Mstep: Class 59 contains 1152 members 
Mstep: Class 60 contains 17855 members 
Mstep: Class 61 contains 255 members 
Mstep: Class 62 contains 1166 members 
Mstep: Class 63 contains 438 members 
Mstep: Class 64 contains 344 members 
Mstep: Class 65 contains 614 members 
Mstep: Class 66 contains 2967 members 
Mstep: Class 67 contains 187 members 
Mstep: Class 68 contains 326 members 
Mstep: Class 69 contains 164 members 
Mstep: Class 70 contains 306 members 
Mstep: Class 71 contains 2365 members 
Mstep: Class 72 contains 452 members 
Mstep: Class 73 contains 372 members 
Mstep: Class 74 contains 226 members 
Mstep: Class 75 contains 509 members 
Mstep: Class 76 contains 228 members 
Mstep: Class 77 contains 399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147551472.000000 Penalty: 267114.687500
Iteration 236Q: 78 clusters Score -1.475515e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 52543 members 
Mstep: Class 3 contains 5280 members 
Mstep: Class 4 contains 27249 members 
Mstep: Class 5 contains 8290 members 
Mstep: Class 6 contains 4490 members 
Mstep: Class 7 contains 26583 members 
Mstep: Class 8 contains 750 members 
Mstep: Class 9 contains 10973 members 
Mstep: Class 10 contains 3040 members 
Mstep: Class 11 contains 37308 members 
Mstep: Class 12 contains 23336 members 
Mstep: Class 13 contains 215710 members 
Mstep: Class 14 contains 40982 members 
Mstep: Class 15 contains 801 members 
Mstep: Class 16 contains 29096 members 
Mstep: Class 17 contains 9377 members 
Mstep: Class 18 contains 14308 members 
Mstep: Class 19 contains 61587 members 
Mstep: Class 20 contains 10998 members 
Mstep: Class 21 contains 16556 members 
Mstep: Class 22 contains 2993 members 
Mstep: Class 23 contains 2570 members 
Mstep: Class 24 contains 18663 members 
Mstep: Class 25 contains 2068 members 
Mstep: Class 26 contains 22268 members 
Mstep: Class 27 contains 6174 members 
Mstep: Class 28 contains 4152 members 
Mstep: Class 29 contains 37122 members 
Mstep: Class 30 contains 4527 members 
Mstep: Class 31 contains 481 members 
Mstep: Class 32 contains 386 members 
Mstep: Class 33 contains 38550 members 
Mstep: Class 34 contains 606 members 
Mstep: Class 35 contains 8732 members 
Mstep: Class 36 contains 2453 members 
Mstep: Class 37 contains 164250 members 
Mstep: Class 38 contains 8339 members 
Mstep: Class 39 contains 4265 members 
Mstep: Class 40 contains 5324 members 
Mstep: Class 41 contains 2913 members 
Mstep: Class 42 contains 3708 members 
Mstep: Class 43 contains 550 members 
Mstep: Class 44 contains 3468 members 
Mstep: Class 45 contains 1907 members 
Mstep: Class 46 contains 375 members 
Mstep: Class 47 contains 5100 members 
Mstep: Class 48 contains 1835 members 
Mstep: Class 49 contains 4225 members 
Mstep: Class 50 contains 6309 members 
Mstep: Class 51 contains 175535 members 
Mstep: Class 52 contains 344 members 
Mstep: Class 53 contains 208 members 
Mstep: Class 54 contains 355 members 
Mstep: Class 55 contains 4301 members 
Mstep: Class 56 contains 2518 members 
Mstep: Class 57 contains 179 members 
Mstep: Class 58 contains 10460 members 
Mstep: Class 59 contains 1152 members 
Mstep: Class 60 contains 17854 members 
Mstep: Class 61 contains 255 members 
Mstep: Class 62 contains 1167 members 
Mstep: Class 63 contains 438 members 
Mstep: Class 64 contains 344 members 
Mstep: Class 65 contains 614 members 
Mstep: Class 66 contains 2967 members 
Mstep: Class 67 contains 187 members 
Mstep: Class 68 contains 326 members 
Mstep: Class 69 contains 164 members 
Mstep: Class 70 contains 306 members 
Mstep: Class 71 contains 2364 members 
Mstep: Class 72 contains 452 members 
Mstep: Class 73 contains 372 members 
Mstep: Class 74 contains 226 members 
Mstep: Class 75 contains 509 members 
Mstep: Class 76 contains 228 members 
Mstep: Class 77 contains 399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147551376.000000 Penalty: 267114.687500
Iteration 237Q: 78 clusters Score -1.475514e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 52545 members 
Mstep: Class 3 contains 5280 members 
Mstep: Class 4 contains 27249 members 
Mstep: Class 5 contains 8289 members 
Mstep: Class 6 contains 4490 members 
Mstep: Class 7 contains 26583 members 
Mstep: Class 8 contains 750 members 
Mstep: Class 9 contains 10973 members 
Mstep: Class 10 contains 3040 members 
Mstep: Class 11 contains 37309 members 
Mstep: Class 12 contains 23336 members 
Mstep: Class 13 contains 215711 members 
Mstep: Class 14 contains 40984 members 
Mstep: Class 15 contains 801 members 
Mstep: Class 16 contains 29096 members 
Mstep: Class 17 contains 9371 members 
Mstep: Class 18 contains 14308 members 
Mstep: Class 19 contains 61587 members 
Mstep: Class 20 contains 10998 members 
Mstep: Class 21 contains 16560 members 
Mstep: Class 22 contains 2993 members 
Mstep: Class 23 contains 2570 members 
Mstep: Class 24 contains 18662 members 
Mstep: Class 25 contains 2068 members 
Mstep: Class 26 contains 22274 members 
Mstep: Class 27 contains 6174 members 
Mstep: Class 28 contains 4152 members 
Mstep: Class 29 contains 37122 members 
Mstep: Class 30 contains 4527 members 
Mstep: Class 31 contains 481 members 
Mstep: Class 32 contains 386 members 
Mstep: Class 33 contains 38550 members 
Mstep: Class 34 contains 606 members 
Mstep: Class 35 contains 8732 members 
Mstep: Class 36 contains 2453 members 
Mstep: Class 37 contains 164252 members 
Mstep: Class 38 contains 8339 members 
Mstep: Class 39 contains 4265 members 
Mstep: Class 40 contains 5324 members 
Mstep: Class 41 contains 2913 members 
Mstep: Class 42 contains 3708 members 
Mstep: Class 43 contains 550 members 
Mstep: Class 44 contains 3468 members 
Mstep: Class 45 contains 1907 members 
Mstep: Class 46 contains 375 members 
Mstep: Class 47 contains 5100 members 
Mstep: Class 48 contains 1835 members 
Mstep: Class 49 contains 4225 members 
Mstep: Class 50 contains 6309 members 
Mstep: Class 51 contains 175526 members 
Mstep: Class 52 contains 344 members 
Mstep: Class 53 contains 208 members 
Mstep: Class 54 contains 355 members 
Mstep: Class 55 contains 4301 members 
Mstep: Class 56 contains 2518 members 
Mstep: Class 57 contains 179 members 
Mstep: Class 58 contains 10460 members 
Mstep: Class 59 contains 1152 members 
Mstep: Class 60 contains 17853 members 
Mstep: Class 61 contains 255 members 
Mstep: Class 62 contains 1169 members 
Mstep: Class 63 contains 438 members 
Mstep: Class 64 contains 344 members 
Mstep: Class 65 contains 614 members 
Mstep: Class 66 contains 2966 members 
Mstep: Class 67 contains 187 members 
Mstep: Class 68 contains 326 members 
Mstep: Class 69 contains 164 members 
Mstep: Class 70 contains 306 members 
Mstep: Class 71 contains 2363 members 
Mstep: Class 72 contains 452 members 
Mstep: Class 73 contains 372 members 
Mstep: Class 74 contains 226 members 
Mstep: Class 75 contains 509 members 
Mstep: Class 76 contains 228 members 
Mstep: Class 77 contains 399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147551264.000000 Penalty: 267114.687500
Iteration 238Q: 78 clusters Score -1.475513e+08 nChanged 23
Entering ConstructFrom: 
Score: -147551264.000000 Penalty: 267114.687500
Entering ConstructFrom: 
Trying to split cluster 1 (412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Entering Unmasked Estep 
Score: -34418.707031 Penalty: 1493.213745
	Iteration 0F: 2 clusters Score -34418.71 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 222 members 
Entering Unmasked Estep 
Score: -33245.507812 Penalty: 2986.427490
	Iteration 0F: 3 clusters Score -33245.51 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -33609.355469 Penalty: 2986.427490
	Iteration 1F: 3 clusters Score -33609.36 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -33815.460938 Penalty: 2986.427490
	Iteration 2F: 3 clusters Score -33815.46 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -33993.539062 Penalty: 2986.427490
	Iteration 3F: 3 clusters Score -33993.54 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -34079.519531 Penalty: 2986.427490
	Iteration 4Q: 3 clusters Score -34079.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -34217.656250 Penalty: 2986.427490
	Iteration 5Q: 3 clusters Score -34217.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -34286.371094 Penalty: 2986.427490
	Iteration 6Q: 3 clusters Score -34286.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -34310.066406 Penalty: 2986.427490
	Iteration 7Q: 3 clusters Score -34310.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -34316.000000 Penalty: 2986.427490
	Iteration 8Q: 3 clusters Score -34316 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -34316.000000 Penalty: 2986.427490
	Iteration 9F: 3 clusters Score -34316 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (52548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52548 members 
Entering Unmasked Estep 
Score: -6297449.000000 Penalty: 2695.631592
	Iteration 0F: 2 clusters Score -6297449 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26243 members 
Mstep: Class 2 contains 26305 members 
Entering Unmasked Estep 
Score: -6262115.500000 Penalty: 5391.263184
	Iteration 0F: 3 clusters Score -6262116 nChanged 24197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25772 members 
Mstep: Class 2 contains 26776 members 
Entering Unmasked Estep 
Score: -6275789.000000 Penalty: 5391.263184
	Iteration 1F: 3 clusters Score -6275789 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25516 members 
Mstep: Class 2 contains 27032 members 
Entering Unmasked Estep 
Score: -6276525.500000 Penalty: 5391.263184
	Iteration 2Q: 3 clusters Score -6276526 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25118 members 
Mstep: Class 2 contains 27430 members 
Entering Unmasked Estep 
Score: -6277376.500000 Penalty: 5391.263184
	Iteration 3Q: 3 clusters Score -6277376 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24616 members 
Mstep: Class 2 contains 27932 members 
Entering Unmasked Estep 
Score: -6278401.500000 Penalty: 5391.263184
	Iteration 4Q: 3 clusters Score -6278402 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23907 members 
Mstep: Class 2 contains 28641 members 
Entering Unmasked Estep 
Score: -6279548.500000 Penalty: 5391.263184
	Iteration 5Q: 3 clusters Score -6279548 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22984 members 
Mstep: Class 2 contains 29564 members 
Entering Unmasked Estep 
Score: -6280819.000000 Penalty: 5391.263184
	Iteration 6Q: 3 clusters Score -6280819 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21745 members 
Mstep: Class 2 contains 30803 members 
Entering Unmasked Estep 
Score: -6282287.000000 Penalty: 5391.263184
	Iteration 7F: 3 clusters Score -6282287 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20196 members 
Mstep: Class 2 contains 32352 members 
Entering Unmasked Estep 
Score: -6284117.000000 Penalty: 5391.263184
	Iteration 8F: 3 clusters Score -6284117 nChanged 3004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18494 members 
Mstep: Class 2 contains 34054 members 
Entering Unmasked Estep 
Score: -6286159.000000 Penalty: 5391.263184
	Iteration 9F: 3 clusters Score -6286159 nChanged 2880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16820 members 
Mstep: Class 2 contains 35728 members 
Entering Unmasked Estep 
Score: -6288133.000000 Penalty: 5391.263184
	Iteration 10F: 3 clusters Score -6288133 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15472 members 
Mstep: Class 2 contains 37076 members 
Entering Unmasked Estep 
Score: -6289726.000000 Penalty: 5391.263184
	Iteration 11Q: 3 clusters Score -6289726 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14358 members 
Mstep: Class 2 contains 38190 members 
Entering Unmasked Estep 
Score: -6290930.000000 Penalty: 5391.263184
	Iteration 12Q: 3 clusters Score -6290930 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13355 members 
Mstep: Class 2 contains 39193 members 
Entering Unmasked Estep 
Score: -6291875.500000 Penalty: 5391.263184
	Iteration 13Q: 3 clusters Score -6291876 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12444 members 
Mstep: Class 2 contains 40104 members 
Entering Unmasked Estep 
Score: -6292553.500000 Penalty: 5391.263184
	Iteration 14Q: 3 clusters Score -6292554 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11618 members 
Mstep: Class 2 contains 40930 members 
Entering Unmasked Estep 
Score: -6293098.500000 Penalty: 5391.263184
	Iteration 15Q: 3 clusters Score -6293098 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10853 members 
Mstep: Class 2 contains 41695 members 
Entering Unmasked Estep 
Score: -6293492.000000 Penalty: 5391.263184
	Iteration 16Q: 3 clusters Score -6293492 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10097 members 
Mstep: Class 2 contains 42451 members 
Entering Unmasked Estep 
Score: -6293926.000000 Penalty: 5391.263184
	Iteration 17Q: 3 clusters Score -6293926 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 43181 members 
Entering Unmasked Estep 
Score: -6294322.500000 Penalty: 5391.263184
	Iteration 18Q: 3 clusters Score -6294322 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 43887 members 
Entering Unmasked Estep 
Score: -6294731.500000 Penalty: 5391.263184
	Iteration 19Q: 3 clusters Score -6294732 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 44499 members 
Entering Unmasked Estep 
Score: -6295056.500000 Penalty: 5391.263184
	Iteration 20F: 3 clusters Score -6295056 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 45069 members 
Entering Unmasked Estep 
Score: -6295361.000000 Penalty: 5391.263184
	Iteration 21Q: 3 clusters Score -6295361 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 45549 members 
Entering Unmasked Estep 
Score: -6295639.500000 Penalty: 5391.263184
	Iteration 22Q: 3 clusters Score -6295640 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 45986 members 
Entering Unmasked Estep 
Score: -6295800.500000 Penalty: 5391.263184
	Iteration 23Q: 3 clusters Score -6295800 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 46357 members 
Entering Unmasked Estep 
Score: -6295945.500000 Penalty: 5391.263184
	Iteration 24Q: 3 clusters Score -6295946 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 46649 members 
Entering Unmasked Estep 
Score: -6296050.500000 Penalty: 5391.263184
	Iteration 25Q: 3 clusters Score -6296050 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 46884 members 
Entering Unmasked Estep 
Score: -6296141.500000 Penalty: 5391.263184
	Iteration 26Q: 3 clusters Score -6296142 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 47087 members 
Entering Unmasked Estep 
Score: -6296188.000000 Penalty: 5391.263184
	Iteration 27Q: 3 clusters Score -6296188 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 47252 members 
Entering Unmasked Estep 
Score: -6296224.500000 Penalty: 5391.263184
	Iteration 28Q: 3 clusters Score -6296224 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 47393 members 
Entering Unmasked Estep 
Score: -6296273.500000 Penalty: 5391.263184
	Iteration 29Q: 3 clusters Score -6296274 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 47535 members 
Entering Unmasked Estep 
Score: -6296307.500000 Penalty: 5391.263184
	Iteration 30Q: 3 clusters Score -6296308 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 47677 members 
Entering Unmasked Estep 
Score: -6296339.000000 Penalty: 5391.263184
	Iteration 31Q: 3 clusters Score -6296339 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 47784 members 
Entering Unmasked Estep 
Score: -6296383.500000 Penalty: 5391.263184
	Iteration 32Q: 3 clusters Score -6296384 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 47882 members 
Entering Unmasked Estep 
Score: -6296388.000000 Penalty: 5391.263184
	Iteration 33Q: 3 clusters Score -6296388 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 47978 members 
Entering Unmasked Estep 
Score: -6296417.500000 Penalty: 5391.263184
	Iteration 34Q: 3 clusters Score -6296418 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 48071 members 
Entering Unmasked Estep 
Score: -6296456.500000 Penalty: 5391.263184
	Iteration 35Q: 3 clusters Score -6296456 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 48152 members 
Entering Unmasked Estep 
Score: -6296486.000000 Penalty: 5391.263184
	Iteration 36Q: 3 clusters Score -6296486 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 48226 members 
Entering Unmasked Estep 
Score: -6296498.500000 Penalty: 5391.263184
	Iteration 37Q: 3 clusters Score -6296498 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 48290 members 
Entering Unmasked Estep 
Score: -6296488.500000 Penalty: 5391.263184
	Iteration 38Q: 3 clusters Score -6296488 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 48346 members 
Entering Unmasked Estep 
Score: -6296504.500000 Penalty: 5391.263184
	Iteration 39Q: 3 clusters Score -6296504 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 48393 members 
Entering Unmasked Estep 
Score: -6296517.000000 Penalty: 5391.263184
	Iteration 40F: 3 clusters Score -6296517 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 48446 members 
Entering Unmasked Estep 
Score: -6296532.000000 Penalty: 5391.263184
	Iteration 41Q: 3 clusters Score -6296532 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 48494 members 
Entering Unmasked Estep 
Score: -6296547.000000 Penalty: 5391.263184
	Iteration 42Q: 3 clusters Score -6296547 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 48537 members 
Entering Unmasked Estep 
Score: -6296546.500000 Penalty: 5391.263184
	Iteration 43Q: 3 clusters Score -6296546 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 48576 members 
Entering Unmasked Estep 
Score: -6296566.000000 Penalty: 5391.263184
	Iteration 44Q: 3 clusters Score -6296566 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 48611 members 
Entering Unmasked Estep 
Score: -6296575.000000 Penalty: 5391.263184
	Iteration 45Q: 3 clusters Score -6296575 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 48648 members 
Entering Unmasked Estep 
Score: -6296571.500000 Penalty: 5391.263184
	Iteration 46Q: 3 clusters Score -6296572 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 48687 members 
Entering Unmasked Estep 
Score: -6296592.500000 Penalty: 5391.263184
	Iteration 47Q: 3 clusters Score -6296592 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 48724 members 
Entering Unmasked Estep 
Score: -6296586.000000 Penalty: 5391.263184
	Iteration 48Q: 3 clusters Score -6296586 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 48761 members 
Entering Unmasked Estep 
Score: -6296595.500000 Penalty: 5391.263184
	Iteration 49Q: 3 clusters Score -6296596 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 48790 members 
Entering Unmasked Estep 
Score: -6296604.500000 Penalty: 5391.263184
	Iteration 50Q: 3 clusters Score -6296604 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 48823 members 
Entering Unmasked Estep 
Score: -6296596.000000 Penalty: 5391.263184
	Iteration 51Q: 3 clusters Score -6296596 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 48844 members 
Entering Unmasked Estep 
Score: -6296608.000000 Penalty: 5391.263184
	Iteration 52Q: 3 clusters Score -6296608 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 48869 members 
Entering Unmasked Estep 
Score: -6296615.000000 Penalty: 5391.263184
	Iteration 53Q: 3 clusters Score -6296615 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 48891 members 
Entering Unmasked Estep 
Score: -6296605.000000 Penalty: 5391.263184
	Iteration 54Q: 3 clusters Score -6296605 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 48914 members 
Entering Unmasked Estep 
Score: -6296604.000000 Penalty: 5391.263184
	Iteration 55Q: 3 clusters Score -6296604 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 48939 members 
Entering Unmasked Estep 
Score: -6296609.500000 Penalty: 5391.263184
	Iteration 56Q: 3 clusters Score -6296610 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 48961 members 
Entering Unmasked Estep 
Score: -6296615.500000 Penalty: 5391.263184
	Iteration 57Q: 3 clusters Score -6296616 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 48980 members 
Entering Unmasked Estep 
Score: -6296617.000000 Penalty: 5391.263184
	Iteration 58Q: 3 clusters Score -6296617 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 48996 members 
Entering Unmasked Estep 
Score: -6296610.000000 Penalty: 5391.263184
	Iteration 59Q: 3 clusters Score -6296610 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 49014 members 
Entering Unmasked Estep 
Score: -6296614.000000 Penalty: 5391.263184
	Iteration 60F: 3 clusters Score -6296614 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 49034 members 
Entering Unmasked Estep 
Score: -6296616.000000 Penalty: 5391.263184
	Iteration 61Q: 3 clusters Score -6296616 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 49053 members 
Entering Unmasked Estep 
Score: -6296623.000000 Penalty: 5391.263184
	Iteration 62Q: 3 clusters Score -6296623 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 49072 members 
Entering Unmasked Estep 
Score: -6296625.500000 Penalty: 5391.263184
	Iteration 63Q: 3 clusters Score -6296626 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 49088 members 
Entering Unmasked Estep 
Score: -6296625.000000 Penalty: 5391.263184
	Iteration 64Q: 3 clusters Score -6296625 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 49105 members 
Entering Unmasked Estep 
Score: -6296622.500000 Penalty: 5391.263184
	Iteration 65Q: 3 clusters Score -6296622 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 49123 members 
Entering Unmasked Estep 
Score: -6296621.000000 Penalty: 5391.263184
	Iteration 66Q: 3 clusters Score -6296621 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 49130 members 
Entering Unmasked Estep 
Score: -6296623.000000 Penalty: 5391.263184
	Iteration 67Q: 3 clusters Score -6296623 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 49135 members 
Entering Unmasked Estep 
Score: -6296619.500000 Penalty: 5391.263184
	Iteration 68Q: 3 clusters Score -6296620 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 49138 members 
Entering Unmasked Estep 
Score: -6296623.500000 Penalty: 5391.263184
	Iteration 69Q: 3 clusters Score -6296624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 49137 members 
Entering Unmasked Estep 
Score: -6296622.000000 Penalty: 5391.263184
	Iteration 70Q: 3 clusters Score -6296622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 49136 members 
Entering Unmasked Estep 
Score: -6296622.000000 Penalty: 5391.263184
	Iteration 71Q: 3 clusters Score -6296622 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 49136 members 
Entering Unmasked Estep 
Score: -6296622.000000 Penalty: 5391.263184
	Iteration 72F: 3 clusters Score -6296622 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (5280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Entering Unmasked Estep 
Score: -641588.562500 Penalty: 2125.776855
	Iteration 0F: 2 clusters Score -641588.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -636895.375000 Penalty: 4251.553711
	Iteration 0F: 3 clusters Score -636895.4 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -638052.500000 Penalty: 4251.553711
	Iteration 1F: 3 clusters Score -638052.5 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -638326.812500 Penalty: 4251.553711
	Iteration 2F: 3 clusters Score -638326.8 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -638518.187500 Penalty: 4251.553711
	Iteration 3F: 3 clusters Score -638518.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -638700.500000 Penalty: 4251.553711
	Iteration 4Q: 3 clusters Score -638700.5 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -638878.250000 Penalty: 4251.553711
	Iteration 5Q: 3 clusters Score -638878.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -639073.500000 Penalty: 4251.553711
	Iteration 6Q: 3 clusters Score -639073.5 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -639289.687500 Penalty: 4251.553711
	Iteration 7Q: 3 clusters Score -639289.7 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -639515.625000 Penalty: 4251.553711
	Iteration 8Q: 3 clusters Score -639515.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -639708.687500 Penalty: 4251.553711
	Iteration 9Q: 3 clusters Score -639708.7 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -639889.687500 Penalty: 4251.553711
	Iteration 10Q: 3 clusters Score -639889.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -640030.312500 Penalty: 4251.553711
	Iteration 11Q: 3 clusters Score -640030.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -640126.312500 Penalty: 4251.553711
	Iteration 12Q: 3 clusters Score -640126.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -640216.875000 Penalty: 4251.553711
	Iteration 13Q: 3 clusters Score -640216.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -640284.437500 Penalty: 4251.553711
	Iteration 14Q: 3 clusters Score -640284.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -640345.062500 Penalty: 4251.553711
	Iteration 15Q: 3 clusters Score -640345.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -640405.375000 Penalty: 4251.553711
	Iteration 16Q: 3 clusters Score -640405.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -640450.437500 Penalty: 4251.553711
	Iteration 17Q: 3 clusters Score -640450.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -640495.125000 Penalty: 4251.553711
	Iteration 18Q: 3 clusters Score -640495.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -640521.937500 Penalty: 4251.553711
	Iteration 19Q: 3 clusters Score -640521.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -640543.125000 Penalty: 4251.553711
	Iteration 20F: 3 clusters Score -640543.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -640552.625000 Penalty: 4251.553711
	Iteration 21Q: 3 clusters Score -640552.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -640564.312500 Penalty: 4251.553711
	Iteration 22Q: 3 clusters Score -640564.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -640577.000000 Penalty: 4251.553711
	Iteration 23Q: 3 clusters Score -640577 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -640584.562500 Penalty: 4251.553711
	Iteration 24Q: 3 clusters Score -640584.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -640594.000000 Penalty: 4251.553711
	Iteration 25Q: 3 clusters Score -640594 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -640602.750000 Penalty: 4251.553711
	Iteration 26Q: 3 clusters Score -640602.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -640610.500000 Penalty: 4251.553711
	Iteration 27Q: 3 clusters Score -640610.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -640615.437500 Penalty: 4251.553711
	Iteration 28Q: 3 clusters Score -640615.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -640620.500000 Penalty: 4251.553711
	Iteration 29Q: 3 clusters Score -640620.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -640625.687500 Penalty: 4251.553711
	Iteration 30Q: 3 clusters Score -640625.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -640627.375000 Penalty: 4251.553711
	Iteration 31Q: 3 clusters Score -640627.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -640629.187500 Penalty: 4251.553711
	Iteration 32Q: 3 clusters Score -640629.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -640629.875000 Penalty: 4251.553711
	Iteration 33Q: 3 clusters Score -640629.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -640631.437500 Penalty: 4251.553711
	Iteration 34Q: 3 clusters Score -640631.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -640632.125000 Penalty: 4251.553711
	Iteration 35Q: 3 clusters Score -640632.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -640631.750000 Penalty: 4251.553711
	Iteration 36Q: 3 clusters Score -640631.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -640632.437500 Penalty: 4251.553711
	Iteration 37Q: 3 clusters Score -640632.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -640634.312500 Penalty: 4251.553711
	Iteration 38Q: 3 clusters Score -640634.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -640636.125000 Penalty: 4251.553711
	Iteration 39Q: 3 clusters Score -640636.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -640638.250000 Penalty: 4251.553711
	Iteration 40F: 3 clusters Score -640638.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -640637.937500 Penalty: 4251.553711
	Iteration 41Q: 3 clusters Score -640637.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -640637.937500 Penalty: 4251.553711
	Iteration 42F: 3 clusters Score -640637.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (27249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27249 members 
Entering Unmasked Estep 
Score: -3471821.250000 Penalty: 2532.767578
	Iteration 0F: 2 clusters Score -3471821 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13704 members 
Mstep: Class 2 contains 13545 members 
Entering Unmasked Estep 
Score: -3453173.750000 Penalty: 5065.535156
	Iteration 0F: 3 clusters Score -3453174 nChanged 12255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14067 members 
Mstep: Class 2 contains 13182 members 
Entering Unmasked Estep 
Score: -3459913.750000 Penalty: 5065.535156
	Iteration 1F: 3 clusters Score -3459914 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14247 members 
Mstep: Class 2 contains 13002 members 
Entering Unmasked Estep 
Score: -3460521.250000 Penalty: 5065.535156
	Iteration 2F: 3 clusters Score -3460521 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14492 members 
Mstep: Class 2 contains 12757 members 
Entering Unmasked Estep 
Score: -3461169.750000 Penalty: 5065.535156
	Iteration 3Q: 3 clusters Score -3461170 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14719 members 
Mstep: Class 2 contains 12530 members 
Entering Unmasked Estep 
Score: -3461864.500000 Penalty: 5065.535156
	Iteration 4Q: 3 clusters Score -3461864 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15014 members 
Mstep: Class 2 contains 12235 members 
Entering Unmasked Estep 
Score: -3462649.750000 Penalty: 5065.535156
	Iteration 5Q: 3 clusters Score -3462650 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15303 members 
Mstep: Class 2 contains 11946 members 
Entering Unmasked Estep 
Score: -3463555.250000 Penalty: 5065.535156
	Iteration 6F: 3 clusters Score -3463555 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15580 members 
Mstep: Class 2 contains 11669 members 
Entering Unmasked Estep 
Score: -3464539.500000 Penalty: 5065.535156
	Iteration 7F: 3 clusters Score -3464540 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15815 members 
Mstep: Class 2 contains 11434 members 
Entering Unmasked Estep 
Score: -3465681.750000 Penalty: 5065.535156
	Iteration 8F: 3 clusters Score -3465682 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15889 members 
Mstep: Class 2 contains 11360 members 
Entering Unmasked Estep 
Score: -3466803.000000 Penalty: 5065.535156
	Iteration 9F: 3 clusters Score -3466803 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15848 members 
Mstep: Class 2 contains 11401 members 
Entering Unmasked Estep 
Score: -3467642.750000 Penalty: 5065.535156
	Iteration 10Q: 3 clusters Score -3467643 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15797 members 
Mstep: Class 2 contains 11452 members 
Entering Unmasked Estep 
Score: -3468168.250000 Penalty: 5065.535156
	Iteration 11Q: 3 clusters Score -3468168 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15699 members 
Mstep: Class 2 contains 11550 members 
Entering Unmasked Estep 
Score: -3468459.750000 Penalty: 5065.535156
	Iteration 12Q: 3 clusters Score -3468460 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15638 members 
Mstep: Class 2 contains 11611 members 
Entering Unmasked Estep 
Score: -3468627.250000 Penalty: 5065.535156
	Iteration 13Q: 3 clusters Score -3468627 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15585 members 
Mstep: Class 2 contains 11664 members 
Entering Unmasked Estep 
Score: -3468764.750000 Penalty: 5065.535156
	Iteration 14Q: 3 clusters Score -3468765 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15536 members 
Mstep: Class 2 contains 11713 members 
Entering Unmasked Estep 
Score: -3468852.000000 Penalty: 5065.535156
	Iteration 15Q: 3 clusters Score -3468852 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15499 members 
Mstep: Class 2 contains 11750 members 
Entering Unmasked Estep 
Score: -3468925.500000 Penalty: 5065.535156
	Iteration 16Q: 3 clusters Score -3468926 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15442 members 
Mstep: Class 2 contains 11807 members 
Entering Unmasked Estep 
Score: -3469008.500000 Penalty: 5065.535156
	Iteration 17Q: 3 clusters Score -3469008 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15358 members 
Mstep: Class 2 contains 11891 members 
Entering Unmasked Estep 
Score: -3469074.250000 Penalty: 5065.535156
	Iteration 18Q: 3 clusters Score -3469074 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15302 members 
Mstep: Class 2 contains 11947 members 
Entering Unmasked Estep 
Score: -3469148.500000 Penalty: 5065.535156
	Iteration 19Q: 3 clusters Score -3469148 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15250 members 
Mstep: Class 2 contains 11999 members 
Entering Unmasked Estep 
Score: -3469199.000000 Penalty: 5065.535156
	Iteration 20F: 3 clusters Score -3469199 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15201 members 
Mstep: Class 2 contains 12048 members 
Entering Unmasked Estep 
Score: -3469220.500000 Penalty: 5065.535156
	Iteration 21Q: 3 clusters Score -3469220 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15162 members 
Mstep: Class 2 contains 12087 members 
Entering Unmasked Estep 
Score: -3469239.000000 Penalty: 5065.535156
	Iteration 22Q: 3 clusters Score -3469239 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15130 members 
Mstep: Class 2 contains 12119 members 
Entering Unmasked Estep 
Score: -3469264.500000 Penalty: 5065.535156
	Iteration 23Q: 3 clusters Score -3469264 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15125 members 
Mstep: Class 2 contains 12124 members 
Entering Unmasked Estep 
Score: -3469265.000000 Penalty: 5065.535156
	Iteration 24Q: 3 clusters Score -3469265 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15131 members 
Mstep: Class 2 contains 12118 members 
Entering Unmasked Estep 
Score: -3469284.500000 Penalty: 5065.535156
	Iteration 25Q: 3 clusters Score -3469284 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15131 members 
Mstep: Class 2 contains 12118 members 
Entering Unmasked Estep 
Score: -3469298.500000 Penalty: 5065.535156
	Iteration 26Q: 3 clusters Score -3469298 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15131 members 
Mstep: Class 2 contains 12118 members 
Entering Unmasked Estep 
Score: -3469311.500000 Penalty: 5065.535156
	Iteration 27Q: 3 clusters Score -3469312 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15120 members 
Mstep: Class 2 contains 12129 members 
Entering Unmasked Estep 
Score: -3469312.500000 Penalty: 5065.535156
	Iteration 28Q: 3 clusters Score -3469312 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15103 members 
Mstep: Class 2 contains 12146 members 
Entering Unmasked Estep 
Score: -3469318.000000 Penalty: 5065.535156
	Iteration 29Q: 3 clusters Score -3469318 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15091 members 
Mstep: Class 2 contains 12158 members 
Entering Unmasked Estep 
Score: -3469316.750000 Penalty: 5065.535156
	Iteration 30Q: 3 clusters Score -3469317 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15071 members 
Mstep: Class 2 contains 12178 members 
Entering Unmasked Estep 
Score: -3469322.500000 Penalty: 5065.535156
	Iteration 31Q: 3 clusters Score -3469322 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15052 members 
Mstep: Class 2 contains 12197 members 
Entering Unmasked Estep 
Score: -3469326.250000 Penalty: 5065.535156
	Iteration 32Q: 3 clusters Score -3469326 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15031 members 
Mstep: Class 2 contains 12218 members 
Entering Unmasked Estep 
Score: -3469330.500000 Penalty: 5065.535156
	Iteration 33Q: 3 clusters Score -3469330 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15019 members 
Mstep: Class 2 contains 12230 members 
Entering Unmasked Estep 
Score: -3469331.250000 Penalty: 5065.535156
	Iteration 34Q: 3 clusters Score -3469331 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15005 members 
Mstep: Class 2 contains 12244 members 
Entering Unmasked Estep 
Score: -3469330.250000 Penalty: 5065.535156
	Iteration 35Q: 3 clusters Score -3469330 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14986 members 
Mstep: Class 2 contains 12263 members 
Entering Unmasked Estep 
Score: -3469332.750000 Penalty: 5065.535156
	Iteration 36Q: 3 clusters Score -3469333 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14972 members 
Mstep: Class 2 contains 12277 members 
Entering Unmasked Estep 
Score: -3469331.250000 Penalty: 5065.535156
	Iteration 37Q: 3 clusters Score -3469331 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14961 members 
Mstep: Class 2 contains 12288 members 
Entering Unmasked Estep 
Score: -3469350.500000 Penalty: 5065.535156
	Iteration 38Q: 3 clusters Score -3469350 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14952 members 
Mstep: Class 2 contains 12297 members 
Entering Unmasked Estep 
Score: -3469353.750000 Penalty: 5065.535156
	Iteration 39Q: 3 clusters Score -3469354 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14943 members 
Mstep: Class 2 contains 12306 members 
Entering Unmasked Estep 
Score: -3469354.250000 Penalty: 5065.535156
	Iteration 40F: 3 clusters Score -3469354 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14930 members 
Mstep: Class 2 contains 12319 members 
Entering Unmasked Estep 
Score: -3469355.250000 Penalty: 5065.535156
	Iteration 41Q: 3 clusters Score -3469355 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14916 members 
Mstep: Class 2 contains 12333 members 
Entering Unmasked Estep 
Score: -3469358.000000 Penalty: 5065.535156
	Iteration 42Q: 3 clusters Score -3469358 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14906 members 
Mstep: Class 2 contains 12343 members 
Entering Unmasked Estep 
Score: -3469358.250000 Penalty: 5065.535156
	Iteration 43Q: 3 clusters Score -3469358 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14890 members 
Mstep: Class 2 contains 12359 members 
Entering Unmasked Estep 
Score: -3469353.000000 Penalty: 5065.535156
	Iteration 44Q: 3 clusters Score -3469353 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14874 members 
Mstep: Class 2 contains 12375 members 
Entering Unmasked Estep 
Score: -3469360.250000 Penalty: 5065.535156
	Iteration 45Q: 3 clusters Score -3469360 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14857 members 
Mstep: Class 2 contains 12392 members 
Entering Unmasked Estep 
Score: -3469357.500000 Penalty: 5065.535156
	Iteration 46Q: 3 clusters Score -3469358 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14838 members 
Mstep: Class 2 contains 12411 members 
Entering Unmasked Estep 
Score: -3469364.250000 Penalty: 5065.535156
	Iteration 47Q: 3 clusters Score -3469364 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14818 members 
Mstep: Class 2 contains 12431 members 
Entering Unmasked Estep 
Score: -3469356.750000 Penalty: 5065.535156
	Iteration 48Q: 3 clusters Score -3469357 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14798 members 
Mstep: Class 2 contains 12451 members 
Entering Unmasked Estep 
Score: -3469359.750000 Penalty: 5065.535156
	Iteration 49Q: 3 clusters Score -3469360 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14783 members 
Mstep: Class 2 contains 12466 members 
Entering Unmasked Estep 
Score: -3469355.250000 Penalty: 5065.535156
	Iteration 50Q: 3 clusters Score -3469355 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14771 members 
Mstep: Class 2 contains 12478 members 
Entering Unmasked Estep 
Score: -3469357.250000 Penalty: 5065.535156
	Iteration 51Q: 3 clusters Score -3469357 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14757 members 
Mstep: Class 2 contains 12492 members 
Entering Unmasked Estep 
Score: -3469358.250000 Penalty: 5065.535156
	Iteration 52Q: 3 clusters Score -3469358 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14738 members 
Mstep: Class 2 contains 12511 members 
Entering Unmasked Estep 
Score: -3469357.000000 Penalty: 5065.535156
	Iteration 53Q: 3 clusters Score -3469357 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14719 members 
Mstep: Class 2 contains 12530 members 
Entering Unmasked Estep 
Score: -3469364.250000 Penalty: 5065.535156
	Iteration 54Q: 3 clusters Score -3469364 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14700 members 
Mstep: Class 2 contains 12549 members 
Entering Unmasked Estep 
Score: -3469358.500000 Penalty: 5065.535156
	Iteration 55Q: 3 clusters Score -3469358 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14686 members 
Mstep: Class 2 contains 12563 members 
Entering Unmasked Estep 
Score: -3469357.750000 Penalty: 5065.535156
	Iteration 56Q: 3 clusters Score -3469358 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14666 members 
Mstep: Class 2 contains 12583 members 
Entering Unmasked Estep 
Score: -3469367.000000 Penalty: 5065.535156
	Iteration 57Q: 3 clusters Score -3469367 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14652 members 
Mstep: Class 2 contains 12597 members 
Entering Unmasked Estep 
Score: -3469366.000000 Penalty: 5065.535156
	Iteration 58Q: 3 clusters Score -3469366 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14638 members 
Mstep: Class 2 contains 12611 members 
Entering Unmasked Estep 
Score: -3469369.000000 Penalty: 5065.535156
	Iteration 59Q: 3 clusters Score -3469369 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14624 members 
Mstep: Class 2 contains 12625 members 
Entering Unmasked Estep 
Score: -3469362.000000 Penalty: 5065.535156
	Iteration 60F: 3 clusters Score -3469362 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14612 members 
Mstep: Class 2 contains 12637 members 
Entering Unmasked Estep 
Score: -3469368.750000 Penalty: 5065.535156
	Iteration 61Q: 3 clusters Score -3469369 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14605 members 
Mstep: Class 2 contains 12644 members 
Entering Unmasked Estep 
Score: -3469363.500000 Penalty: 5065.535156
	Iteration 62Q: 3 clusters Score -3469364 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14595 members 
Mstep: Class 2 contains 12654 members 
Entering Unmasked Estep 
Score: -3469367.000000 Penalty: 5065.535156
	Iteration 63Q: 3 clusters Score -3469367 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14586 members 
Mstep: Class 2 contains 12663 members 
Entering Unmasked Estep 
Score: -3469368.250000 Penalty: 5065.535156
	Iteration 64Q: 3 clusters Score -3469368 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14576 members 
Mstep: Class 2 contains 12673 members 
Entering Unmasked Estep 
Score: -3469371.500000 Penalty: 5065.535156
	Iteration 65Q: 3 clusters Score -3469372 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14568 members 
Mstep: Class 2 contains 12681 members 
Entering Unmasked Estep 
Score: -3469374.250000 Penalty: 5065.535156
	Iteration 66Q: 3 clusters Score -3469374 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14562 members 
Mstep: Class 2 contains 12687 members 
Entering Unmasked Estep 
Score: -3469376.500000 Penalty: 5065.535156
	Iteration 67Q: 3 clusters Score -3469376 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14550 members 
Mstep: Class 2 contains 12699 members 
Entering Unmasked Estep 
Score: -3469367.500000 Penalty: 5065.535156
	Iteration 68Q: 3 clusters Score -3469368 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14538 members 
Mstep: Class 2 contains 12711 members 
Entering Unmasked Estep 
Score: -3469368.750000 Penalty: 5065.535156
	Iteration 69Q: 3 clusters Score -3469369 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14525 members 
Mstep: Class 2 contains 12724 members 
Entering Unmasked Estep 
Score: -3469368.250000 Penalty: 5065.535156
	Iteration 70Q: 3 clusters Score -3469368 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14515 members 
Mstep: Class 2 contains 12734 members 
Entering Unmasked Estep 
Score: -3469375.250000 Penalty: 5065.535156
	Iteration 71Q: 3 clusters Score -3469375 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14504 members 
Mstep: Class 2 contains 12745 members 
Entering Unmasked Estep 
Score: -3469378.500000 Penalty: 5065.535156
	Iteration 72Q: 3 clusters Score -3469378 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14496 members 
Mstep: Class 2 contains 12753 members 
Entering Unmasked Estep 
Score: -3469379.750000 Penalty: 5065.535156
	Iteration 73Q: 3 clusters Score -3469380 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14488 members 
Mstep: Class 2 contains 12761 members 
Entering Unmasked Estep 
Score: -3469379.500000 Penalty: 5065.535156
	Iteration 74Q: 3 clusters Score -3469380 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14481 members 
Mstep: Class 2 contains 12768 members 
Entering Unmasked Estep 
Score: -3469378.500000 Penalty: 5065.535156
	Iteration 75Q: 3 clusters Score -3469378 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14475 members 
Mstep: Class 2 contains 12774 members 
Entering Unmasked Estep 
Score: -3469381.500000 Penalty: 5065.535156
	Iteration 76Q: 3 clusters Score -3469382 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14470 members 
Mstep: Class 2 contains 12779 members 
Entering Unmasked Estep 
Score: -3469379.000000 Penalty: 5065.535156
	Iteration 77Q: 3 clusters Score -3469379 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14466 members 
Mstep: Class 2 contains 12783 members 
Entering Unmasked Estep 
Score: -3469377.750000 Penalty: 5065.535156
	Iteration 78Q: 3 clusters Score -3469378 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14462 members 
Mstep: Class 2 contains 12787 members 
Entering Unmasked Estep 
Score: -3469387.750000 Penalty: 5065.535156
	Iteration 79Q: 3 clusters Score -3469388 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14458 members 
Mstep: Class 2 contains 12791 members 
Entering Unmasked Estep 
Score: -3469389.250000 Penalty: 5065.535156
	Iteration 80F: 3 clusters Score -3469389 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14455 members 
Mstep: Class 2 contains 12794 members 
Entering Unmasked Estep 
Score: -3469389.750000 Penalty: 5065.535156
	Iteration 81Q: 3 clusters Score -3469390 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14453 members 
Mstep: Class 2 contains 12796 members 
Entering Unmasked Estep 
Score: -3469384.000000 Penalty: 5065.535156
	Iteration 82Q: 3 clusters Score -3469384 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14447 members 
Mstep: Class 2 contains 12802 members 
Entering Unmasked Estep 
Score: -3469390.750000 Penalty: 5065.535156
	Iteration 83Q: 3 clusters Score -3469391 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14443 members 
Mstep: Class 2 contains 12806 members 
Entering Unmasked Estep 
Score: -3469391.250000 Penalty: 5065.535156
	Iteration 84Q: 3 clusters Score -3469391 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14437 members 
Mstep: Class 2 contains 12812 members 
Entering Unmasked Estep 
Score: -3469387.000000 Penalty: 5065.535156
	Iteration 85Q: 3 clusters Score -3469387 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14431 members 
Mstep: Class 2 contains 12818 members 
Entering Unmasked Estep 
Score: -3469389.250000 Penalty: 5065.535156
	Iteration 86Q: 3 clusters Score -3469389 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14427 members 
Mstep: Class 2 contains 12822 members 
Entering Unmasked Estep 
Score: -3469388.500000 Penalty: 5065.535156
	Iteration 87Q: 3 clusters Score -3469388 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14422 members 
Mstep: Class 2 contains 12827 members 
Entering Unmasked Estep 
Score: -3469386.750000 Penalty: 5065.535156
	Iteration 88Q: 3 clusters Score -3469387 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14414 members 
Mstep: Class 2 contains 12835 members 
Entering Unmasked Estep 
Score: -3469382.500000 Penalty: 5065.535156
	Iteration 89Q: 3 clusters Score -3469382 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14413 members 
Mstep: Class 2 contains 12836 members 
Entering Unmasked Estep 
Score: -3469386.500000 Penalty: 5065.535156
	Iteration 90Q: 3 clusters Score -3469386 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14413 members 
Mstep: Class 2 contains 12836 members 
Entering Unmasked Estep 
Score: -3469387.250000 Penalty: 5065.535156
	Iteration 91Q: 3 clusters Score -3469387 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14412 members 
Mstep: Class 2 contains 12837 members 
Entering Unmasked Estep 
Score: -3469384.000000 Penalty: 5065.535156
	Iteration 92Q: 3 clusters Score -3469384 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14410 members 
Mstep: Class 2 contains 12839 members 
Entering Unmasked Estep 
Score: -3469383.500000 Penalty: 5065.535156
	Iteration 93Q: 3 clusters Score -3469384 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14410 members 
Mstep: Class 2 contains 12839 members 
Entering Unmasked Estep 
Score: -3469383.500000 Penalty: 5065.535156
	Iteration 94F: 3 clusters Score -3469384 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -943209.062500 Penalty: 2237.595947
	Iteration 0F: 2 clusters Score -943209.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -936659.250000 Penalty: 4475.191895
	Iteration 0F: 3 clusters Score -936659.2 nChanged 3310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -938532.812500 Penalty: 4475.191895
	Iteration 1F: 3 clusters Score -938532.8 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -938957.625000 Penalty: 4475.191895
	Iteration 2F: 3 clusters Score -938957.6 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -939291.437500 Penalty: 4475.191895
	Iteration 3F: 3 clusters Score -939291.4 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -939607.687500 Penalty: 4475.191895
	Iteration 4F: 3 clusters Score -939607.7 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -939904.312500 Penalty: 4475.191895
	Iteration 5Q: 3 clusters Score -939904.3 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -940175.937500 Penalty: 4475.191895
	Iteration 6Q: 3 clusters Score -940175.9 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -940433.125000 Penalty: 4475.191895
	Iteration 7Q: 3 clusters Score -940433.1 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -940656.562500 Penalty: 4475.191895
	Iteration 8Q: 3 clusters Score -940656.6 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -940904.187500 Penalty: 4475.191895
	Iteration 9Q: 3 clusters Score -940904.2 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -941084.437500 Penalty: 4475.191895
	Iteration 10Q: 3 clusters Score -941084.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -941213.375000 Penalty: 4475.191895
	Iteration 11Q: 3 clusters Score -941213.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -941298.000000 Penalty: 4475.191895
	Iteration 12Q: 3 clusters Score -941298 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -941363.687500 Penalty: 4475.191895
	Iteration 13Q: 3 clusters Score -941363.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -941406.875000 Penalty: 4475.191895
	Iteration 14Q: 3 clusters Score -941406.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -941454.125000 Penalty: 4475.191895
	Iteration 15Q: 3 clusters Score -941454.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -941488.187500 Penalty: 4475.191895
	Iteration 16Q: 3 clusters Score -941488.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -941512.000000 Penalty: 4475.191895
	Iteration 17Q: 3 clusters Score -941512 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -941527.562500 Penalty: 4475.191895
	Iteration 18Q: 3 clusters Score -941527.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -941544.250000 Penalty: 4475.191895
	Iteration 19Q: 3 clusters Score -941544.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -941558.250000 Penalty: 4475.191895
	Iteration 20F: 3 clusters Score -941558.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -941571.687500 Penalty: 4475.191895
	Iteration 21Q: 3 clusters Score -941571.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -941582.500000 Penalty: 4475.191895
	Iteration 22Q: 3 clusters Score -941582.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -941592.312500 Penalty: 4475.191895
	Iteration 23Q: 3 clusters Score -941592.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -941602.750000 Penalty: 4475.191895
	Iteration 24Q: 3 clusters Score -941602.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -941605.375000 Penalty: 4475.191895
	Iteration 25Q: 3 clusters Score -941605.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -941611.250000 Penalty: 4475.191895
	Iteration 26Q: 3 clusters Score -941611.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -941615.000000 Penalty: 4475.191895
	Iteration 27Q: 3 clusters Score -941615 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -941617.437500 Penalty: 4475.191895
	Iteration 28Q: 3 clusters Score -941617.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -941626.000000 Penalty: 4475.191895
	Iteration 29Q: 3 clusters Score -941626 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -941627.750000 Penalty: 4475.191895
	Iteration 30Q: 3 clusters Score -941627.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -941632.375000 Penalty: 4475.191895
	Iteration 31Q: 3 clusters Score -941632.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -941637.000000 Penalty: 4475.191895
	Iteration 32Q: 3 clusters Score -941637 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -941640.937500 Penalty: 4475.191895
	Iteration 33Q: 3 clusters Score -941640.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -941644.687500 Penalty: 4475.191895
	Iteration 34Q: 3 clusters Score -941644.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -941645.375000 Penalty: 4475.191895
	Iteration 35Q: 3 clusters Score -941645.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -941647.500000 Penalty: 4475.191895
	Iteration 36Q: 3 clusters Score -941647.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -941648.125000 Penalty: 4475.191895
	Iteration 37Q: 3 clusters Score -941648.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -941649.687500 Penalty: 4475.191895
	Iteration 38Q: 3 clusters Score -941649.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -941650.125000 Penalty: 4475.191895
	Iteration 39Q: 3 clusters Score -941650.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -941650.125000 Penalty: 4475.191895
	Iteration 40F: 3 clusters Score -941650.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Entering Unmasked Estep 
Score: -548387.937500 Penalty: 2085.582764
	Iteration 0F: 2 clusters Score -548387.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -544190.500000 Penalty: 4171.165527
	Iteration 0F: 3 clusters Score -544190.5 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -545320.562500 Penalty: 4171.165527
	Iteration 1F: 3 clusters Score -545320.6 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -545779.500000 Penalty: 4171.165527
	Iteration 2F: 3 clusters Score -545779.5 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -546149.875000 Penalty: 4171.165527
	Iteration 3F: 3 clusters Score -546149.9 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -546384.187500 Penalty: 4171.165527
	Iteration 4F: 3 clusters Score -546384.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -546629.062500 Penalty: 4171.165527
	Iteration 5F: 3 clusters Score -546629.1 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -546864.562500 Penalty: 4171.165527
	Iteration 6F: 3 clusters Score -546864.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -547040.375000 Penalty: 4171.165527
	Iteration 7Q: 3 clusters Score -547040.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -547162.750000 Penalty: 4171.165527
	Iteration 8Q: 3 clusters Score -547162.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -547247.312500 Penalty: 4171.165527
	Iteration 9Q: 3 clusters Score -547247.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -547285.000000 Penalty: 4171.165527
	Iteration 10Q: 3 clusters Score -547285 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -547308.125000 Penalty: 4171.165527
	Iteration 11Q: 3 clusters Score -547308.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -547327.812500 Penalty: 4171.165527
	Iteration 12Q: 3 clusters Score -547327.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -547343.187500 Penalty: 4171.165527
	Iteration 13Q: 3 clusters Score -547343.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -547354.437500 Penalty: 4171.165527
	Iteration 14Q: 3 clusters Score -547354.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -547366.125000 Penalty: 4171.165527
	Iteration 15Q: 3 clusters Score -547366.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -547376.437500 Penalty: 4171.165527
	Iteration 16Q: 3 clusters Score -547376.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -547381.187500 Penalty: 4171.165527
	Iteration 17Q: 3 clusters Score -547381.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -547386.812500 Penalty: 4171.165527
	Iteration 18Q: 3 clusters Score -547386.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -547389.500000 Penalty: 4171.165527
	Iteration 19Q: 3 clusters Score -547389.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -547392.562500 Penalty: 4171.165527
	Iteration 20F: 3 clusters Score -547392.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -547394.937500 Penalty: 4171.165527
	Iteration 21Q: 3 clusters Score -547394.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -547396.125000 Penalty: 4171.165527
	Iteration 22Q: 3 clusters Score -547396.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -547397.187500 Penalty: 4171.165527
	Iteration 23Q: 3 clusters Score -547397.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -547397.187500 Penalty: 4171.165527
	Iteration 24F: 3 clusters Score -547397.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (26583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26583 members 
Entering Unmasked Estep 
Score: -3390157.500000 Penalty: 2526.630859
	Iteration 0F: 2 clusters Score -3390158 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13240 members 
Mstep: Class 2 contains 13343 members 
Entering Unmasked Estep 
Score: -3371740.500000 Penalty: 5053.261719
	Iteration 0F: 3 clusters Score -3371740 nChanged 11940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13002 members 
Mstep: Class 2 contains 13581 members 
Entering Unmasked Estep 
Score: -3378278.250000 Penalty: 5053.261719
	Iteration 1F: 3 clusters Score -3378278 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12928 members 
Mstep: Class 2 contains 13655 members 
Entering Unmasked Estep 
Score: -3378793.250000 Penalty: 5053.261719
	Iteration 2F: 3 clusters Score -3378793 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12853 members 
Mstep: Class 2 contains 13730 members 
Entering Unmasked Estep 
Score: -3379262.000000 Penalty: 5053.261719
	Iteration 3Q: 3 clusters Score -3379262 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12759 members 
Mstep: Class 2 contains 13824 members 
Entering Unmasked Estep 
Score: -3379714.000000 Penalty: 5053.261719
	Iteration 4Q: 3 clusters Score -3379714 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12641 members 
Mstep: Class 2 contains 13942 members 
Entering Unmasked Estep 
Score: -3380294.750000 Penalty: 5053.261719
	Iteration 5Q: 3 clusters Score -3380295 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12383 members 
Mstep: Class 2 contains 14200 members 
Entering Unmasked Estep 
Score: -3380954.000000 Penalty: 5053.261719
	Iteration 6Q: 3 clusters Score -3380954 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12044 members 
Mstep: Class 2 contains 14539 members 
Entering Unmasked Estep 
Score: -3381739.500000 Penalty: 5053.261719
	Iteration 7F: 3 clusters Score -3381740 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11618 members 
Mstep: Class 2 contains 14965 members 
Entering Unmasked Estep 
Score: -3382590.500000 Penalty: 5053.261719
	Iteration 8F: 3 clusters Score -3382590 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11214 members 
Mstep: Class 2 contains 15369 members 
Entering Unmasked Estep 
Score: -3383355.500000 Penalty: 5053.261719
	Iteration 9F: 3 clusters Score -3383356 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10841 members 
Mstep: Class 2 contains 15742 members 
Entering Unmasked Estep 
Score: -3383963.750000 Penalty: 5053.261719
	Iteration 10Q: 3 clusters Score -3383964 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10529 members 
Mstep: Class 2 contains 16054 members 
Entering Unmasked Estep 
Score: -3384399.500000 Penalty: 5053.261719
	Iteration 11Q: 3 clusters Score -3384400 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10236 members 
Mstep: Class 2 contains 16347 members 
Entering Unmasked Estep 
Score: -3384699.750000 Penalty: 5053.261719
	Iteration 12Q: 3 clusters Score -3384700 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9922 members 
Mstep: Class 2 contains 16661 members 
Entering Unmasked Estep 
Score: -3384949.750000 Penalty: 5053.261719
	Iteration 13Q: 3 clusters Score -3384950 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 16912 members 
Entering Unmasked Estep 
Score: -3385096.250000 Penalty: 5053.261719
	Iteration 14Q: 3 clusters Score -3385096 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9432 members 
Mstep: Class 2 contains 17151 members 
Entering Unmasked Estep 
Score: -3385186.750000 Penalty: 5053.261719
	Iteration 15Q: 3 clusters Score -3385187 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 17376 members 
Entering Unmasked Estep 
Score: -3385247.750000 Penalty: 5053.261719
	Iteration 16Q: 3 clusters Score -3385248 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 17579 members 
Entering Unmasked Estep 
Score: -3385347.250000 Penalty: 5053.261719
	Iteration 17Q: 3 clusters Score -3385347 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 17778 members 
Entering Unmasked Estep 
Score: -3385402.250000 Penalty: 5053.261719
	Iteration 18Q: 3 clusters Score -3385402 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 17981 members 
Entering Unmasked Estep 
Score: -3385456.500000 Penalty: 5053.261719
	Iteration 19Q: 3 clusters Score -3385456 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 18181 members 
Entering Unmasked Estep 
Score: -3385528.000000 Penalty: 5053.261719
	Iteration 20F: 3 clusters Score -3385528 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 18402 members 
Entering Unmasked Estep 
Score: -3385576.000000 Penalty: 5053.261719
	Iteration 21Q: 3 clusters Score -3385576 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 18647 members 
Entering Unmasked Estep 
Score: -3385640.750000 Penalty: 5053.261719
	Iteration 22Q: 3 clusters Score -3385641 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 18897 members 
Entering Unmasked Estep 
Score: -3385709.250000 Penalty: 5053.261719
	Iteration 23Q: 3 clusters Score -3385709 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 19154 members 
Entering Unmasked Estep 
Score: -3385781.500000 Penalty: 5053.261719
	Iteration 24Q: 3 clusters Score -3385782 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 19424 members 
Entering Unmasked Estep 
Score: -3385848.500000 Penalty: 5053.261719
	Iteration 25Q: 3 clusters Score -3385848 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 19732 members 
Entering Unmasked Estep 
Score: -3385932.500000 Penalty: 5053.261719
	Iteration 26Q: 3 clusters Score -3385932 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 20085 members 
Entering Unmasked Estep 
Score: -3386037.000000 Penalty: 5053.261719
	Iteration 27Q: 3 clusters Score -3386037 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 20443 members 
Entering Unmasked Estep 
Score: -3386150.000000 Penalty: 5053.261719
	Iteration 28Q: 3 clusters Score -3386150 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 20826 members 
Entering Unmasked Estep 
Score: -3386306.250000 Penalty: 5053.261719
	Iteration 29Q: 3 clusters Score -3386306 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 21261 members 
Entering Unmasked Estep 
Score: -3386476.000000 Penalty: 5053.261719
	Iteration 30Q: 3 clusters Score -3386476 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 21726 members 
Entering Unmasked Estep 
Score: -3386659.500000 Penalty: 5053.261719
	Iteration 31Q: 3 clusters Score -3386660 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 22185 members 
Entering Unmasked Estep 
Score: -3386876.500000 Penalty: 5053.261719
	Iteration 32Q: 3 clusters Score -3386876 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 22674 members 
Entering Unmasked Estep 
Score: -3387125.250000 Penalty: 5053.261719
	Iteration 33Q: 3 clusters Score -3387125 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 23155 members 
Entering Unmasked Estep 
Score: -3387367.750000 Penalty: 5053.261719
	Iteration 34Q: 3 clusters Score -3387368 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 23607 members 
Entering Unmasked Estep 
Score: -3387627.250000 Penalty: 5053.261719
	Iteration 35Q: 3 clusters Score -3387627 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 24022 members 
Entering Unmasked Estep 
Score: -3387858.000000 Penalty: 5053.261719
	Iteration 36Q: 3 clusters Score -3387858 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 24399 members 
Entering Unmasked Estep 
Score: -3388080.750000 Penalty: 5053.261719
	Iteration 37Q: 3 clusters Score -3388081 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 24716 members 
Entering Unmasked Estep 
Score: -3388288.750000 Penalty: 5053.261719
	Iteration 38Q: 3 clusters Score -3388289 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 24978 members 
Entering Unmasked Estep 
Score: -3388505.250000 Penalty: 5053.261719
	Iteration 39Q: 3 clusters Score -3388505 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 25171 members 
Entering Unmasked Estep 
Score: -3388664.250000 Penalty: 5053.261719
	Iteration 40F: 3 clusters Score -3388664 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 25325 members 
Entering Unmasked Estep 
Score: -3388761.000000 Penalty: 5053.261719
	Iteration 41Q: 3 clusters Score -3388761 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 25420 members 
Entering Unmasked Estep 
Score: -3388812.500000 Penalty: 5053.261719
	Iteration 42Q: 3 clusters Score -3388812 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 25491 members 
Entering Unmasked Estep 
Score: -3388838.500000 Penalty: 5053.261719
	Iteration 43Q: 3 clusters Score -3388838 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 25532 members 
Entering Unmasked Estep 
Score: -3388847.500000 Penalty: 5053.261719
	Iteration 44Q: 3 clusters Score -3388848 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 25563 members 
Entering Unmasked Estep 
Score: -3388875.000000 Penalty: 5053.261719
	Iteration 45Q: 3 clusters Score -3388875 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 25580 members 
Entering Unmasked Estep 
Score: -3388875.750000 Penalty: 5053.261719
	Iteration 46Q: 3 clusters Score -3388876 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 25589 members 
Entering Unmasked Estep 
Score: -3388871.000000 Penalty: 5053.261719
	Iteration 47Q: 3 clusters Score -3388871 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 25597 members 
Entering Unmasked Estep 
Score: -3388877.500000 Penalty: 5053.261719
	Iteration 48Q: 3 clusters Score -3388878 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 25602 members 
Entering Unmasked Estep 
Score: -3388886.500000 Penalty: 5053.261719
	Iteration 49Q: 3 clusters Score -3388886 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 25605 members 
Entering Unmasked Estep 
Score: -3388890.750000 Penalty: 5053.261719
	Iteration 50Q: 3 clusters Score -3388891 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 25609 members 
Entering Unmasked Estep 
Score: -3388890.500000 Penalty: 5053.261719
	Iteration 51Q: 3 clusters Score -3388890 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 25615 members 
Entering Unmasked Estep 
Score: -3388895.500000 Penalty: 5053.261719
	Iteration 52Q: 3 clusters Score -3388896 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 25618 members 
Entering Unmasked Estep 
Score: -3388898.500000 Penalty: 5053.261719
	Iteration 53Q: 3 clusters Score -3388898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 25619 members 
Entering Unmasked Estep 
Score: -3388898.750000 Penalty: 5053.261719
	Iteration 54Q: 3 clusters Score -3388899 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 25619 members 
Entering Unmasked Estep 
Score: -3388898.750000 Penalty: 5053.261719
	Iteration 55F: 3 clusters Score -3388899 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -105093.500000 Penalty: 1641.778198
	Iteration 0F: 2 clusters Score -105093.5 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 384 members 
Entering Unmasked Estep 
Score: -103498.546875 Penalty: 3283.556396
	Iteration 0F: 3 clusters Score -103498.5 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -104525.976562 Penalty: 3283.556396
	Iteration 1F: 3 clusters Score -104526 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -105273.046875 Penalty: 3283.556396
	Iteration 2F: 3 clusters Score -105273 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -105708.796875 Penalty: 3283.556396
	Iteration 3F: 3 clusters Score -105708.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -105996.429688 Penalty: 3283.556396
	Iteration 4F: 3 clusters Score -105996.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -106352.125000 Penalty: 3283.556396
	Iteration 5Q: 3 clusters Score -106352.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -106569.234375 Penalty: 3283.556396
	Iteration 6Q: 3 clusters Score -106569.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -106569.234375 Penalty: 3283.556396
	Iteration 7F: 3 clusters Score -106569.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 52548 members 
Mstep: Class 3 contains 5280 members 
Mstep: Class 4 contains 27249 members 
Mstep: Class 5 contains 8288 members 
Mstep: Class 6 contains 4490 members 
Mstep: Class 7 contains 26583 members 
Mstep: Class 8 contains 233 members 
Mstep: Class 9 contains 10973 members 
Mstep: Class 10 contains 3040 members 
Mstep: Class 11 contains 37309 members 
Mstep: Class 12 contains 23336 members 
Mstep: Class 13 contains 215713 members 
Mstep: Class 14 contains 40986 members 
Mstep: Class 15 contains 801 members 
Mstep: Class 16 contains 29095 members 
Mstep: Class 17 contains 9369 members 
Mstep: Class 18 contains 14308 members 
Mstep: Class 19 contains 61586 members 
Mstep: Class 20 contains 10998 members 
Mstep: Class 21 contains 16561 members 
Mstep: Class 22 contains 2993 members 
Mstep: Class 23 contains 2570 members 
Mstep: Class 24 contains 18662 members 
Mstep: Class 25 contains 2068 members 
Mstep: Class 26 contains 22283 members 
Mstep: Class 27 contains 6174 members 
Mstep: Class 28 contains 4152 members 
Mstep: Class 29 contains 37122 members 
Mstep: Class 30 contains 4527 members 
Mstep: Class 31 contains 481 members 
Mstep: Class 32 contains 386 members 
Mstep: Class 33 contains 38550 members 
Mstep: Class 34 contains 606 members 
Mstep: Class 35 contains 8732 members 
Mstep: Class 36 contains 2453 members 
Mstep: Class 37 contains 164250 members 
Mstep: Class 38 contains 8339 members 
Mstep: Class 39 contains 4265 members 
Mstep: Class 40 contains 5324 members 
Mstep: Class 41 contains 2913 members 
Mstep: Class 42 contains 3709 members 
Mstep: Class 43 contains 550 members 
Mstep: Class 44 contains 3468 members 
Mstep: Class 45 contains 1907 members 
Mstep: Class 46 contains 375 members 
Mstep: Class 47 contains 5100 members 
Mstep: Class 48 contains 1835 members 
Mstep: Class 49 contains 4225 members 
Mstep: Class 50 contains 6309 members 
Mstep: Class 51 contains 175515 members 
Mstep: Class 52 contains 344 members 
Mstep: Class 53 contains 208 members 
Mstep: Class 54 contains 355 members 
Mstep: Class 55 contains 4301 members 
Mstep: Class 56 contains 2518 members 
Mstep: Class 57 contains 179 members 
Mstep: Class 58 contains 10460 members 
Mstep: Class 59 contains 1152 members 
Mstep: Class 60 contains 17853 members 
Mstep: Class 61 contains 255 members 
Mstep: Class 62 contains 1170 members 
Mstep: Class 63 contains 438 members 
Mstep: Class 64 contains 344 members 
Mstep: Class 65 contains 614 members 
Mstep: Class 66 contains 2965 members 
Mstep: Class 67 contains 187 members 
Mstep: Class 68 contains 326 members 
Mstep: Class 69 contains 164 members 
Mstep: Class 70 contains 306 members 
Mstep: Class 71 contains 2363 members 
Mstep: Class 72 contains 452 members 
Mstep: Class 73 contains 372 members 
Mstep: Class 74 contains 226 members 
Mstep: Class 75 contains 509 members 
Mstep: Class 76 contains 228 members 
Mstep: Class 77 contains 399 members 
Mstep: Class 78 contains 517 members 
Entering Unmasked Estep 
Score: -147550960.000000 Penalty: 270583.718750
Splitting cluster 8 changes total score from -147551264.000000 to -147550960.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (10973 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10973 members 
Entering Unmasked Estep 
Score: -1377511.375000 Penalty: 2307.191895
	Iteration 0F: 2 clusters Score -1377511 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -1369264.625000 Penalty: 4614.383789
	Iteration 0F: 3 clusters Score -1369265 nChanged 4654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -1371927.625000 Penalty: 4614.383789
	Iteration 1F: 3 clusters Score -1371928 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -1372360.375000 Penalty: 4614.383789
	Iteration 2F: 3 clusters Score -1372360 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -1372705.000000 Penalty: 4614.383789
	Iteration 3F: 3 clusters Score -1372705 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -1372998.750000 Penalty: 4614.383789
	Iteration 4Q: 3 clusters Score -1372999 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -1373268.500000 Penalty: 4614.383789
	Iteration 5Q: 3 clusters Score -1373268 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -1373542.625000 Penalty: 4614.383789
	Iteration 6Q: 3 clusters Score -1373543 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -1373792.500000 Penalty: 4614.383789
	Iteration 7Q: 3 clusters Score -1373792 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -1374081.125000 Penalty: 4614.383789
	Iteration 8Q: 3 clusters Score -1374081 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -1374369.625000 Penalty: 4614.383789
	Iteration 9Q: 3 clusters Score -1374370 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -1374576.250000 Penalty: 4614.383789
	Iteration 10Q: 3 clusters Score -1374576 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -1374715.875000 Penalty: 4614.383789
	Iteration 11Q: 3 clusters Score -1374716 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -1374812.125000 Penalty: 4614.383789
	Iteration 12Q: 3 clusters Score -1374812 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -1374878.875000 Penalty: 4614.383789
	Iteration 13Q: 3 clusters Score -1374879 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -1374913.750000 Penalty: 4614.383789
	Iteration 14Q: 3 clusters Score -1374914 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -1374934.125000 Penalty: 4614.383789
	Iteration 15Q: 3 clusters Score -1374934 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -1374955.625000 Penalty: 4614.383789
	Iteration 16Q: 3 clusters Score -1374956 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -1374970.750000 Penalty: 4614.383789
	Iteration 17Q: 3 clusters Score -1374971 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -1374982.125000 Penalty: 4614.383789
	Iteration 18Q: 3 clusters Score -1374982 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -1374994.000000 Penalty: 4614.383789
	Iteration 19Q: 3 clusters Score -1374994 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -1375006.000000 Penalty: 4614.383789
	Iteration 20F: 3 clusters Score -1375006 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -1375008.125000 Penalty: 4614.383789
	Iteration 21Q: 3 clusters Score -1375008 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -1375018.500000 Penalty: 4614.383789
	Iteration 22Q: 3 clusters Score -1375018 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -1375025.625000 Penalty: 4614.383789
	Iteration 23Q: 3 clusters Score -1375026 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -1375031.500000 Penalty: 4614.383789
	Iteration 24Q: 3 clusters Score -1375032 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -1375040.625000 Penalty: 4614.383789
	Iteration 25Q: 3 clusters Score -1375041 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -1375047.125000 Penalty: 4614.383789
	Iteration 26Q: 3 clusters Score -1375047 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -1375053.875000 Penalty: 4614.383789
	Iteration 27Q: 3 clusters Score -1375054 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -1375065.000000 Penalty: 4614.383789
	Iteration 28Q: 3 clusters Score -1375065 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -1375066.875000 Penalty: 4614.383789
	Iteration 29Q: 3 clusters Score -1375067 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -1375070.250000 Penalty: 4614.383789
	Iteration 30Q: 3 clusters Score -1375070 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -1375071.750000 Penalty: 4614.383789
	Iteration 31Q: 3 clusters Score -1375072 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -1375074.875000 Penalty: 4614.383789
	Iteration 32Q: 3 clusters Score -1375075 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -1375078.625000 Penalty: 4614.383789
	Iteration 33Q: 3 clusters Score -1375079 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -1375085.125000 Penalty: 4614.383789
	Iteration 34Q: 3 clusters Score -1375085 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -1375087.000000 Penalty: 4614.383789
	Iteration 35Q: 3 clusters Score -1375087 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -1375094.875000 Penalty: 4614.383789
	Iteration 36Q: 3 clusters Score -1375095 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -1375093.125000 Penalty: 4614.383789
	Iteration 37Q: 3 clusters Score -1375093 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -1375095.250000 Penalty: 4614.383789
	Iteration 38Q: 3 clusters Score -1375095 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -1375098.125000 Penalty: 4614.383789
	Iteration 39Q: 3 clusters Score -1375098 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -1375102.500000 Penalty: 4614.383789
	Iteration 40F: 3 clusters Score -1375102 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -1375099.875000 Penalty: 4614.383789
	Iteration 41Q: 3 clusters Score -1375100 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -1375100.375000 Penalty: 4614.383789
	Iteration 42Q: 3 clusters Score -1375100 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -1375101.750000 Penalty: 4614.383789
	Iteration 43Q: 3 clusters Score -1375102 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -1375104.750000 Penalty: 4614.383789
	Iteration 44Q: 3 clusters Score -1375105 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -1375102.875000 Penalty: 4614.383789
	Iteration 45Q: 3 clusters Score -1375103 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -1375108.750000 Penalty: 4614.383789
	Iteration 46Q: 3 clusters Score -1375109 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -1375116.000000 Penalty: 4614.383789
	Iteration 47Q: 3 clusters Score -1375116 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -1375114.125000 Penalty: 4614.383789
	Iteration 48Q: 3 clusters Score -1375114 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -1375122.250000 Penalty: 4614.383789
	Iteration 49Q: 3 clusters Score -1375122 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -1375129.750000 Penalty: 4614.383789
	Iteration 50Q: 3 clusters Score -1375130 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -1375136.000000 Penalty: 4614.383789
	Iteration 51Q: 3 clusters Score -1375136 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -1375141.000000 Penalty: 4614.383789
	Iteration 52Q: 3 clusters Score -1375141 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -1375142.375000 Penalty: 4614.383789
	Iteration 53Q: 3 clusters Score -1375142 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -1375144.875000 Penalty: 4614.383789
	Iteration 54Q: 3 clusters Score -1375145 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -1375147.000000 Penalty: 4614.383789
	Iteration 55Q: 3 clusters Score -1375147 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -1375153.875000 Penalty: 4614.383789
	Iteration 56Q: 3 clusters Score -1375154 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -1375160.375000 Penalty: 4614.383789
	Iteration 57Q: 3 clusters Score -1375160 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -1375167.500000 Penalty: 4614.383789
	Iteration 58Q: 3 clusters Score -1375168 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -1375177.875000 Penalty: 4614.383789
	Iteration 59Q: 3 clusters Score -1375178 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -1375184.625000 Penalty: 4614.383789
	Iteration 60F: 3 clusters Score -1375185 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -1375198.125000 Penalty: 4614.383789
	Iteration 61Q: 3 clusters Score -1375198 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -1375210.250000 Penalty: 4614.383789
	Iteration 62Q: 3 clusters Score -1375210 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -1375223.125000 Penalty: 4614.383789
	Iteration 63Q: 3 clusters Score -1375223 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -1375237.875000 Penalty: 4614.383789
	Iteration 64Q: 3 clusters Score -1375238 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -1375258.250000 Penalty: 4614.383789
	Iteration 65Q: 3 clusters Score -1375258 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -1375281.875000 Penalty: 4614.383789
	Iteration 66Q: 3 clusters Score -1375282 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -1375307.125000 Penalty: 4614.383789
	Iteration 67Q: 3 clusters Score -1375307 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -1375342.375000 Penalty: 4614.383789
	Iteration 68Q: 3 clusters Score -1375342 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -1375379.875000 Penalty: 4614.383789
	Iteration 69Q: 3 clusters Score -1375380 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -1375413.750000 Penalty: 4614.383789
	Iteration 70Q: 3 clusters Score -1375414 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -1375446.375000 Penalty: 4614.383789
	Iteration 71Q: 3 clusters Score -1375446 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -1375474.750000 Penalty: 4614.383789
	Iteration 72Q: 3 clusters Score -1375475 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -1375489.875000 Penalty: 4614.383789
	Iteration 73Q: 3 clusters Score -1375490 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -1375512.875000 Penalty: 4614.383789
	Iteration 74Q: 3 clusters Score -1375513 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -1375541.125000 Penalty: 4614.383789
	Iteration 75Q: 3 clusters Score -1375541 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -1375564.625000 Penalty: 4614.383789
	Iteration 76Q: 3 clusters Score -1375565 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -1375587.000000 Penalty: 4614.383789
	Iteration 77Q: 3 clusters Score -1375587 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -1375603.125000 Penalty: 4614.383789
	Iteration 78Q: 3 clusters Score -1375603 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -1375614.875000 Penalty: 4614.383789
	Iteration 79Q: 3 clusters Score -1375615 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -1375616.875000 Penalty: 4614.383789
	Iteration 80F: 3 clusters Score -1375617 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -1375629.375000 Penalty: 4614.383789
	Iteration 81Q: 3 clusters Score -1375629 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -1375636.250000 Penalty: 4614.383789
	Iteration 82Q: 3 clusters Score -1375636 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -1375644.625000 Penalty: 4614.383789
	Iteration 83Q: 3 clusters Score -1375645 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -1375653.750000 Penalty: 4614.383789
	Iteration 84Q: 3 clusters Score -1375654 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -1375660.875000 Penalty: 4614.383789
	Iteration 85Q: 3 clusters Score -1375661 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -1375664.125000 Penalty: 4614.383789
	Iteration 86Q: 3 clusters Score -1375664 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -1375667.250000 Penalty: 4614.383789
	Iteration 87Q: 3 clusters Score -1375667 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -1375667.625000 Penalty: 4614.383789
	Iteration 88Q: 3 clusters Score -1375668 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -1375671.125000 Penalty: 4614.383789
	Iteration 89Q: 3 clusters Score -1375671 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -1375675.125000 Penalty: 4614.383789
	Iteration 90Q: 3 clusters Score -1375675 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -1375682.875000 Penalty: 4614.383789
	Iteration 91Q: 3 clusters Score -1375683 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -1375685.625000 Penalty: 4614.383789
	Iteration 92Q: 3 clusters Score -1375686 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -1375690.875000 Penalty: 4614.383789
	Iteration 93Q: 3 clusters Score -1375691 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -1375698.625000 Penalty: 4614.383789
	Iteration 94Q: 3 clusters Score -1375699 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -1375704.875000 Penalty: 4614.383789
	Iteration 95Q: 3 clusters Score -1375705 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -1375704.250000 Penalty: 4614.383789
	Iteration 96Q: 3 clusters Score -1375704 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -1375709.750000 Penalty: 4614.383789
	Iteration 97Q: 3 clusters Score -1375710 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -1375716.500000 Penalty: 4614.383789
	Iteration 98Q: 3 clusters Score -1375716 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -1375718.750000 Penalty: 4614.383789
	Iteration 99Q: 3 clusters Score -1375719 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -1375728.375000 Penalty: 4614.383789
	Iteration 100F: 3 clusters Score -1375728 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -1375735.375000 Penalty: 4614.383789
	Iteration 101Q: 3 clusters Score -1375735 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -1375734.250000 Penalty: 4614.383789
	Iteration 102Q: 3 clusters Score -1375734 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -1375738.625000 Penalty: 4614.383789
	Iteration 103Q: 3 clusters Score -1375739 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -1375745.375000 Penalty: 4614.383789
	Iteration 104Q: 3 clusters Score -1375745 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -1375748.750000 Penalty: 4614.383789
	Iteration 105Q: 3 clusters Score -1375749 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -1375758.250000 Penalty: 4614.383789
	Iteration 106Q: 3 clusters Score -1375758 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1375760.625000 Penalty: 4614.383789
	Iteration 107Q: 3 clusters Score -1375761 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -1375763.250000 Penalty: 4614.383789
	Iteration 108Q: 3 clusters Score -1375763 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -1375768.500000 Penalty: 4614.383789
	Iteration 109Q: 3 clusters Score -1375768 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -1375769.500000 Penalty: 4614.383789
	Iteration 110Q: 3 clusters Score -1375770 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -1375773.250000 Penalty: 4614.383789
	Iteration 111Q: 3 clusters Score -1375773 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -1375775.625000 Penalty: 4614.383789
	Iteration 112Q: 3 clusters Score -1375776 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -1375774.750000 Penalty: 4614.383789
	Iteration 113Q: 3 clusters Score -1375775 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -1375775.375000 Penalty: 4614.383789
	Iteration 114Q: 3 clusters Score -1375775 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -1375776.750000 Penalty: 4614.383789
	Iteration 115Q: 3 clusters Score -1375777 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -1375775.000000 Penalty: 4614.383789
	Iteration 116Q: 3 clusters Score -1375775 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -1375779.125000 Penalty: 4614.383789
	Iteration 117Q: 3 clusters Score -1375779 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -1375783.375000 Penalty: 4614.383789
	Iteration 118Q: 3 clusters Score -1375783 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -1375782.000000 Penalty: 4614.383789
	Iteration 119Q: 3 clusters Score -1375782 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -1375786.000000 Penalty: 4614.383789
	Iteration 120F: 3 clusters Score -1375786 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -1375785.375000 Penalty: 4614.383789
	Iteration 121Q: 3 clusters Score -1375785 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -1375788.250000 Penalty: 4614.383789
	Iteration 122Q: 3 clusters Score -1375788 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -1375788.875000 Penalty: 4614.383789
	Iteration 123Q: 3 clusters Score -1375789 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -1375788.500000 Penalty: 4614.383789
	Iteration 124Q: 3 clusters Score -1375788 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -1375791.125000 Penalty: 4614.383789
	Iteration 125Q: 3 clusters Score -1375791 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -1375790.875000 Penalty: 4614.383789
	Iteration 126Q: 3 clusters Score -1375791 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -1375793.375000 Penalty: 4614.383789
	Iteration 127Q: 3 clusters Score -1375793 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -1375792.000000 Penalty: 4614.383789
	Iteration 128Q: 3 clusters Score -1375792 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -1375797.750000 Penalty: 4614.383789
	Iteration 129Q: 3 clusters Score -1375798 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8781 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -1375796.500000 Penalty: 4614.383789
	Iteration 130Q: 3 clusters Score -1375796 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8784 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -1375796.250000 Penalty: 4614.383789
	Iteration 131Q: 3 clusters Score -1375796 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -1375798.250000 Penalty: 4614.383789
	Iteration 132Q: 3 clusters Score -1375798 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -1375796.000000 Penalty: 4614.383789
	Iteration 133Q: 3 clusters Score -1375796 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -1375798.625000 Penalty: 4614.383789
	Iteration 134Q: 3 clusters Score -1375799 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -1375800.500000 Penalty: 4614.383789
	Iteration 135Q: 3 clusters Score -1375800 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -1375800.750000 Penalty: 4614.383789
	Iteration 136Q: 3 clusters Score -1375801 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8819 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -1375803.000000 Penalty: 4614.383789
	Iteration 137Q: 3 clusters Score -1375803 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -1375803.000000 Penalty: 4614.383789
	Iteration 138Q: 3 clusters Score -1375803 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -1375802.250000 Penalty: 4614.383789
	Iteration 139Q: 3 clusters Score -1375802 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -1375801.000000 Penalty: 4614.383789
	Iteration 140F: 3 clusters Score -1375801 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -1375800.750000 Penalty: 4614.383789
	Iteration 141Q: 3 clusters Score -1375801 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -1375807.500000 Penalty: 4614.383789
	Iteration 142Q: 3 clusters Score -1375808 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -1375806.875000 Penalty: 4614.383789
	Iteration 143Q: 3 clusters Score -1375807 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -1375807.250000 Penalty: 4614.383789
	Iteration 144Q: 3 clusters Score -1375807 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -1375809.250000 Penalty: 4614.383789
	Iteration 145Q: 3 clusters Score -1375809 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8871 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -1375811.625000 Penalty: 4614.383789
	Iteration 146Q: 3 clusters Score -1375812 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -1375811.500000 Penalty: 4614.383789
	Iteration 147Q: 3 clusters Score -1375812 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -1375810.750000 Penalty: 4614.383789
	Iteration 148Q: 3 clusters Score -1375811 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -1375815.625000 Penalty: 4614.383789
	Iteration 149Q: 3 clusters Score -1375816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -1375816.375000 Penalty: 4614.383789
	Iteration 150Q: 3 clusters Score -1375816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -1375819.125000 Penalty: 4614.383789
	Iteration 151Q: 3 clusters Score -1375819 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -1375820.375000 Penalty: 4614.383789
	Iteration 152Q: 3 clusters Score -1375820 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -1375817.750000 Penalty: 4614.383789
	Iteration 153Q: 3 clusters Score -1375818 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -1375816.625000 Penalty: 4614.383789
	Iteration 154Q: 3 clusters Score -1375817 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -1375818.250000 Penalty: 4614.383789
	Iteration 155Q: 3 clusters Score -1375818 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -1375819.625000 Penalty: 4614.383789
	Iteration 156Q: 3 clusters Score -1375820 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -1375820.250000 Penalty: 4614.383789
	Iteration 157Q: 3 clusters Score -1375820 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -1375828.375000 Penalty: 4614.383789
	Iteration 158Q: 3 clusters Score -1375828 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -1375829.125000 Penalty: 4614.383789
	Iteration 159Q: 3 clusters Score -1375829 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -1375830.625000 Penalty: 4614.383789
	Iteration 160F: 3 clusters Score -1375831 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -1375831.500000 Penalty: 4614.383789
	Iteration 161Q: 3 clusters Score -1375832 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -1375829.750000 Penalty: 4614.383789
	Iteration 162Q: 3 clusters Score -1375830 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -1375831.000000 Penalty: 4614.383789
	Iteration 163Q: 3 clusters Score -1375831 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -1375832.000000 Penalty: 4614.383789
	Iteration 164Q: 3 clusters Score -1375832 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -1375837.125000 Penalty: 4614.383789
	Iteration 165Q: 3 clusters Score -1375837 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -1375840.250000 Penalty: 4614.383789
	Iteration 166Q: 3 clusters Score -1375840 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -1375841.250000 Penalty: 4614.383789
	Iteration 167Q: 3 clusters Score -1375841 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -1375840.250000 Penalty: 4614.383789
	Iteration 168Q: 3 clusters Score -1375840 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -1375845.000000 Penalty: 4614.383789
	Iteration 169Q: 3 clusters Score -1375845 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -1375848.875000 Penalty: 4614.383789
	Iteration 170Q: 3 clusters Score -1375849 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -1375847.750000 Penalty: 4614.383789
	Iteration 171Q: 3 clusters Score -1375848 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -1375848.375000 Penalty: 4614.383789
	Iteration 172Q: 3 clusters Score -1375848 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -1375850.000000 Penalty: 4614.383789
	Iteration 173Q: 3 clusters Score -1375850 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -1375853.000000 Penalty: 4614.383789
	Iteration 174Q: 3 clusters Score -1375853 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -1375856.750000 Penalty: 4614.383789
	Iteration 175Q: 3 clusters Score -1375857 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -1375857.625000 Penalty: 4614.383789
	Iteration 176Q: 3 clusters Score -1375858 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -1375858.000000 Penalty: 4614.383789
	Iteration 177Q: 3 clusters Score -1375858 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -1375857.875000 Penalty: 4614.383789
	Iteration 178Q: 3 clusters Score -1375858 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -1375857.875000 Penalty: 4614.383789
	Iteration 179F: 3 clusters Score -1375858 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3040 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Entering Unmasked Estep 
Score: -332948.312500 Penalty: 1988.864136
	Iteration 0F: 2 clusters Score -332948.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -329671.718750 Penalty: 3977.728271
	Iteration 0F: 3 clusters Score -329671.7 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -330437.906250 Penalty: 3977.728271
	Iteration 1F: 3 clusters Score -330437.9 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -330620.406250 Penalty: 3977.728271
	Iteration 2F: 3 clusters Score -330620.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -330766.031250 Penalty: 3977.728271
	Iteration 3Q: 3 clusters Score -330766 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -330899.531250 Penalty: 3977.728271
	Iteration 4Q: 3 clusters Score -330899.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -331027.937500 Penalty: 3977.728271
	Iteration 5Q: 3 clusters Score -331027.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -331146.906250 Penalty: 3977.728271
	Iteration 6Q: 3 clusters Score -331146.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -331254.437500 Penalty: 3977.728271
	Iteration 7Q: 3 clusters Score -331254.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -331349.375000 Penalty: 3977.728271
	Iteration 8Q: 3 clusters Score -331349.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -331412.625000 Penalty: 3977.728271
	Iteration 9Q: 3 clusters Score -331412.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -331450.656250 Penalty: 3977.728271
	Iteration 10Q: 3 clusters Score -331450.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -331476.281250 Penalty: 3977.728271
	Iteration 11Q: 3 clusters Score -331476.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -331492.062500 Penalty: 3977.728271
	Iteration 12Q: 3 clusters Score -331492.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -331506.062500 Penalty: 3977.728271
	Iteration 13Q: 3 clusters Score -331506.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -331519.937500 Penalty: 3977.728271
	Iteration 14Q: 3 clusters Score -331519.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -331538.562500 Penalty: 3977.728271
	Iteration 15Q: 3 clusters Score -331538.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -331553.375000 Penalty: 3977.728271
	Iteration 16Q: 3 clusters Score -331553.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -331571.156250 Penalty: 3977.728271
	Iteration 17Q: 3 clusters Score -331571.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -331586.781250 Penalty: 3977.728271
	Iteration 18Q: 3 clusters Score -331586.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -331600.562500 Penalty: 3977.728271
	Iteration 19Q: 3 clusters Score -331600.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -331609.000000 Penalty: 3977.728271
	Iteration 20F: 3 clusters Score -331609 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -331617.000000 Penalty: 3977.728271
	Iteration 21Q: 3 clusters Score -331617 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -331622.562500 Penalty: 3977.728271
	Iteration 22Q: 3 clusters Score -331622.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -331627.000000 Penalty: 3977.728271
	Iteration 23Q: 3 clusters Score -331627 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -331629.281250 Penalty: 3977.728271
	Iteration 24Q: 3 clusters Score -331629.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -331634.937500 Penalty: 3977.728271
	Iteration 25Q: 3 clusters Score -331634.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -331636.750000 Penalty: 3977.728271
	Iteration 26Q: 3 clusters Score -331636.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -331639.000000 Penalty: 3977.728271
	Iteration 27Q: 3 clusters Score -331639 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -331640.218750 Penalty: 3977.728271
	Iteration 28Q: 3 clusters Score -331640.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -331640.218750 Penalty: 3977.728271
	Iteration 29F: 3 clusters Score -331640.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (37309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37309 members 
Entering Unmasked Estep 
Score: -4697960.000000 Penalty: 2610.693604
	Iteration 0F: 2 clusters Score -4697960 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18556 members 
Mstep: Class 2 contains 18753 members 
Entering Unmasked Estep 
Score: -4672729.000000 Penalty: 5221.387207
	Iteration 0F: 3 clusters Score -4672729 nChanged 16934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17960 members 
Mstep: Class 2 contains 19349 members 
Entering Unmasked Estep 
Score: -4682099.000000 Penalty: 5221.387207
	Iteration 1F: 3 clusters Score -4682099 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17632 members 
Mstep: Class 2 contains 19677 members 
Entering Unmasked Estep 
Score: -4682604.000000 Penalty: 5221.387207
	Iteration 2Q: 3 clusters Score -4682604 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17140 members 
Mstep: Class 2 contains 20169 members 
Entering Unmasked Estep 
Score: -4683100.000000 Penalty: 5221.387207
	Iteration 3Q: 3 clusters Score -4683100 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16489 members 
Mstep: Class 2 contains 20820 members 
Entering Unmasked Estep 
Score: -4683626.000000 Penalty: 5221.387207
	Iteration 4Q: 3 clusters Score -4683626 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15619 members 
Mstep: Class 2 contains 21690 members 
Entering Unmasked Estep 
Score: -4684285.000000 Penalty: 5221.387207
	Iteration 5Q: 3 clusters Score -4684285 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14454 members 
Mstep: Class 2 contains 22855 members 
Entering Unmasked Estep 
Score: -4685064.500000 Penalty: 5221.387207
	Iteration 6Q: 3 clusters Score -4685064 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12964 members 
Mstep: Class 2 contains 24345 members 
Entering Unmasked Estep 
Score: -4686103.000000 Penalty: 5221.387207
	Iteration 7F: 3 clusters Score -4686103 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11164 members 
Mstep: Class 2 contains 26145 members 
Entering Unmasked Estep 
Score: -4687362.500000 Penalty: 5221.387207
	Iteration 8F: 3 clusters Score -4687362 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 28145 members 
Entering Unmasked Estep 
Score: -4688933.500000 Penalty: 5221.387207
	Iteration 9F: 3 clusters Score -4688934 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 30164 members 
Entering Unmasked Estep 
Score: -4690608.500000 Penalty: 5221.387207
	Iteration 10F: 3 clusters Score -4690608 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 31992 members 
Entering Unmasked Estep 
Score: -4692104.500000 Penalty: 5221.387207
	Iteration 11F: 3 clusters Score -4692104 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 33446 members 
Entering Unmasked Estep 
Score: -4693280.000000 Penalty: 5221.387207
	Iteration 12Q: 3 clusters Score -4693280 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 34526 members 
Entering Unmasked Estep 
Score: -4694088.500000 Penalty: 5221.387207
	Iteration 13Q: 3 clusters Score -4694088 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 35267 members 
Entering Unmasked Estep 
Score: -4694650.500000 Penalty: 5221.387207
	Iteration 14Q: 3 clusters Score -4694650 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 35758 members 
Entering Unmasked Estep 
Score: -4694985.000000 Penalty: 5221.387207
	Iteration 15Q: 3 clusters Score -4694985 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 36103 members 
Entering Unmasked Estep 
Score: -4695254.500000 Penalty: 5221.387207
	Iteration 16Q: 3 clusters Score -4695254 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 36308 members 
Entering Unmasked Estep 
Score: -4695411.000000 Penalty: 5221.387207
	Iteration 17Q: 3 clusters Score -4695411 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 36454 members 
Entering Unmasked Estep 
Score: -4695527.500000 Penalty: 5221.387207
	Iteration 18Q: 3 clusters Score -4695528 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 36545 members 
Entering Unmasked Estep 
Score: -4695618.000000 Penalty: 5221.387207
	Iteration 19Q: 3 clusters Score -4695618 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 36599 members 
Entering Unmasked Estep 
Score: -4695654.500000 Penalty: 5221.387207
	Iteration 20F: 3 clusters Score -4695654 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 36632 members 
Entering Unmasked Estep 
Score: -4695685.500000 Penalty: 5221.387207
	Iteration 21Q: 3 clusters Score -4695686 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 36658 members 
Entering Unmasked Estep 
Score: -4695710.500000 Penalty: 5221.387207
	Iteration 22Q: 3 clusters Score -4695710 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 36670 members 
Entering Unmasked Estep 
Score: -4695726.500000 Penalty: 5221.387207
	Iteration 23Q: 3 clusters Score -4695726 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 36675 members 
Entering Unmasked Estep 
Score: -4695740.000000 Penalty: 5221.387207
	Iteration 24Q: 3 clusters Score -4695740 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 36680 members 
Entering Unmasked Estep 
Score: -4695754.000000 Penalty: 5221.387207
	Iteration 25Q: 3 clusters Score -4695754 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 36687 members 
Entering Unmasked Estep 
Score: -4695758.500000 Penalty: 5221.387207
	Iteration 26Q: 3 clusters Score -4695758 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 36693 members 
Entering Unmasked Estep 
Score: -4695756.500000 Penalty: 5221.387207
	Iteration 27Q: 3 clusters Score -4695756 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 36697 members 
Entering Unmasked Estep 
Score: -4695757.500000 Penalty: 5221.387207
	Iteration 28Q: 3 clusters Score -4695758 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 36701 members 
Entering Unmasked Estep 
Score: -4695773.000000 Penalty: 5221.387207
	Iteration 29Q: 3 clusters Score -4695773 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 36705 members 
Entering Unmasked Estep 
Score: -4695774.500000 Penalty: 5221.387207
	Iteration 30Q: 3 clusters Score -4695774 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 36707 members 
Entering Unmasked Estep 
Score: -4695775.000000 Penalty: 5221.387207
	Iteration 31Q: 3 clusters Score -4695775 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 36710 members 
Entering Unmasked Estep 
Score: -4695774.000000 Penalty: 5221.387207
	Iteration 32Q: 3 clusters Score -4695774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 36711 members 
Entering Unmasked Estep 
Score: -4695776.500000 Penalty: 5221.387207
	Iteration 33Q: 3 clusters Score -4695776 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 36711 members 
Entering Unmasked Estep 
Score: -4695776.500000 Penalty: 5221.387207
	Iteration 34F: 3 clusters Score -4695776 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (23336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23336 members 
Entering Unmasked Estep 
Score: -2946159.000000 Penalty: 2494.322754
	Iteration 0F: 2 clusters Score -2946159 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11528 members 
Mstep: Class 2 contains 11808 members 
Entering Unmasked Estep 
Score: -2929949.250000 Penalty: 4988.645508
	Iteration 0F: 3 clusters Score -2929949 nChanged 10369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10773 members 
Mstep: Class 2 contains 12563 members 
Entering Unmasked Estep 
Score: -2935628.750000 Penalty: 4988.645508
	Iteration 1F: 3 clusters Score -2935629 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 12994 members 
Entering Unmasked Estep 
Score: -2936213.000000 Penalty: 4988.645508
	Iteration 2F: 3 clusters Score -2936213 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 13607 members 
Entering Unmasked Estep 
Score: -2936860.000000 Penalty: 4988.645508
	Iteration 3F: 3 clusters Score -2936860 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 14441 members 
Entering Unmasked Estep 
Score: -2937667.500000 Penalty: 4988.645508
	Iteration 4F: 3 clusters Score -2937668 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 15458 members 
Entering Unmasked Estep 
Score: -2938707.750000 Penalty: 4988.645508
	Iteration 5F: 3 clusters Score -2938708 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 16536 members 
Entering Unmasked Estep 
Score: -2939796.250000 Penalty: 4988.645508
	Iteration 6F: 3 clusters Score -2939796 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 17576 members 
Entering Unmasked Estep 
Score: -2940818.250000 Penalty: 4988.645508
	Iteration 7F: 3 clusters Score -2940818 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 18504 members 
Entering Unmasked Estep 
Score: -2941730.500000 Penalty: 4988.645508
	Iteration 8Q: 3 clusters Score -2941730 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 19230 members 
Entering Unmasked Estep 
Score: -2942480.000000 Penalty: 4988.645508
	Iteration 9Q: 3 clusters Score -2942480 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 19732 members 
Entering Unmasked Estep 
Score: -2943019.000000 Penalty: 4988.645508
	Iteration 10Q: 3 clusters Score -2943019 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 20097 members 
Entering Unmasked Estep 
Score: -2943473.000000 Penalty: 4988.645508
	Iteration 11Q: 3 clusters Score -2943473 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 20327 members 
Entering Unmasked Estep 
Score: -2943823.750000 Penalty: 4988.645508
	Iteration 12Q: 3 clusters Score -2943824 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 20480 members 
Entering Unmasked Estep 
Score: -2944113.250000 Penalty: 4988.645508
	Iteration 13Q: 3 clusters Score -2944113 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 20570 members 
Entering Unmasked Estep 
Score: -2944309.500000 Penalty: 4988.645508
	Iteration 14Q: 3 clusters Score -2944310 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 20628 members 
Entering Unmasked Estep 
Score: -2944406.500000 Penalty: 4988.645508
	Iteration 15Q: 3 clusters Score -2944406 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 20681 members 
Entering Unmasked Estep 
Score: -2944489.500000 Penalty: 4988.645508
	Iteration 16Q: 3 clusters Score -2944490 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 20721 members 
Entering Unmasked Estep 
Score: -2944554.000000 Penalty: 4988.645508
	Iteration 17Q: 3 clusters Score -2944554 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 20759 members 
Entering Unmasked Estep 
Score: -2944609.750000 Penalty: 4988.645508
	Iteration 18Q: 3 clusters Score -2944610 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 20794 members 
Entering Unmasked Estep 
Score: -2944637.000000 Penalty: 4988.645508
	Iteration 19Q: 3 clusters Score -2944637 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 20828 members 
Entering Unmasked Estep 
Score: -2944663.750000 Penalty: 4988.645508
	Iteration 20F: 3 clusters Score -2944664 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 20845 members 
Entering Unmasked Estep 
Score: -2944675.000000 Penalty: 4988.645508
	Iteration 21Q: 3 clusters Score -2944675 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 20853 members 
Entering Unmasked Estep 
Score: -2944689.000000 Penalty: 4988.645508
	Iteration 22Q: 3 clusters Score -2944689 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 20867 members 
Entering Unmasked Estep 
Score: -2944689.000000 Penalty: 4988.645508
	Iteration 23Q: 3 clusters Score -2944689 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 20886 members 
Entering Unmasked Estep 
Score: -2944699.750000 Penalty: 4988.645508
	Iteration 24Q: 3 clusters Score -2944700 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 20896 members 
Entering Unmasked Estep 
Score: -2944703.750000 Penalty: 4988.645508
	Iteration 25Q: 3 clusters Score -2944704 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 20896 members 
Entering Unmasked Estep 
Score: -2944712.750000 Penalty: 4988.645508
	Iteration 26Q: 3 clusters Score -2944713 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 20901 members 
Entering Unmasked Estep 
Score: -2944715.750000 Penalty: 4988.645508
	Iteration 27Q: 3 clusters Score -2944716 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 20899 members 
Entering Unmasked Estep 
Score: -2944733.250000 Penalty: 4988.645508
	Iteration 28Q: 3 clusters Score -2944733 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 20905 members 
Entering Unmasked Estep 
Score: -2944733.500000 Penalty: 4988.645508
	Iteration 29Q: 3 clusters Score -2944734 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 20911 members 
Entering Unmasked Estep 
Score: -2944740.000000 Penalty: 4988.645508
	Iteration 30Q: 3 clusters Score -2944740 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 20914 members 
Entering Unmasked Estep 
Score: -2944744.500000 Penalty: 4988.645508
	Iteration 31Q: 3 clusters Score -2944744 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 20918 members 
Entering Unmasked Estep 
Score: -2944745.000000 Penalty: 4988.645508
	Iteration 32Q: 3 clusters Score -2944745 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 20922 members 
Entering Unmasked Estep 
Score: -2944746.750000 Penalty: 4988.645508
	Iteration 33Q: 3 clusters Score -2944747 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 20922 members 
Entering Unmasked Estep 
Score: -2944748.500000 Penalty: 4988.645508
	Iteration 34Q: 3 clusters Score -2944748 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 20923 members 
Entering Unmasked Estep 
Score: -2944750.750000 Penalty: 4988.645508
	Iteration 35Q: 3 clusters Score -2944751 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 20926 members 
Entering Unmasked Estep 
Score: -2944751.000000 Penalty: 4988.645508
	Iteration 36Q: 3 clusters Score -2944751 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 20926 members 
Entering Unmasked Estep 
Score: -2944753.000000 Penalty: 4988.645508
	Iteration 37Q: 3 clusters Score -2944753 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 20926 members 
Entering Unmasked Estep 
Score: -2944755.250000 Penalty: 4988.645508
	Iteration 38Q: 3 clusters Score -2944755 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 20924 members 
Entering Unmasked Estep 
Score: -2944754.250000 Penalty: 4988.645508
	Iteration 39Q: 3 clusters Score -2944754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 20922 members 
Entering Unmasked Estep 
Score: -2944753.000000 Penalty: 4988.645508
	Iteration 40F: 3 clusters Score -2944753 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 20920 members 
Entering Unmasked Estep 
Score: -2944747.500000 Penalty: 4988.645508
	Iteration 41Q: 3 clusters Score -2944748 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 20919 members 
Entering Unmasked Estep 
Score: -2944748.500000 Penalty: 4988.645508
	Iteration 42Q: 3 clusters Score -2944748 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 20919 members 
Entering Unmasked Estep 
Score: -2944748.500000 Penalty: 4988.645508
	Iteration 43F: 3 clusters Score -2944748 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (215713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215713 members 
Entering Unmasked Estep 
Score: -27865074.000000 Penalty: 3045.862549
	Iteration 0F: 2 clusters Score -2.786507e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107986 members 
Mstep: Class 2 contains 107727 members 
Entering Unmasked Estep 
Score: -27733166.000000 Penalty: 6091.725098
	Iteration 0F: 3 clusters Score -2.773317e+07 nChanged 103735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113819 members 
Mstep: Class 2 contains 101894 members 
Entering Unmasked Estep 
Score: -27795196.000000 Penalty: 6091.725098
	Iteration 1F: 3 clusters Score -2.77952e+07 nChanged 7417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117852 members 
Mstep: Class 2 contains 97861 members 
Entering Unmasked Estep 
Score: -27797378.000000 Penalty: 6091.725098
	Iteration 2Q: 3 clusters Score -2.779738e+07 nChanged 9104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124004 members 
Mstep: Class 2 contains 91709 members 
Entering Unmasked Estep 
Score: -27800176.000000 Penalty: 6091.725098
	Iteration 3Q: 3 clusters Score -2.780018e+07 nChanged 11499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132907 members 
Mstep: Class 2 contains 82806 members 
Entering Unmasked Estep 
Score: -27805270.000000 Penalty: 6091.725098
	Iteration 4F: 3 clusters Score -2.780527e+07 nChanged 14094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144883 members 
Mstep: Class 2 contains 70830 members 
Entering Unmasked Estep 
Score: -27813106.000000 Penalty: 6091.725098
	Iteration 5F: 3 clusters Score -2.781311e+07 nChanged 15774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159239 members 
Mstep: Class 2 contains 56474 members 
Entering Unmasked Estep 
Score: -27823946.000000 Penalty: 6091.725098
	Iteration 6F: 3 clusters Score -2.782395e+07 nChanged 15980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174549 members 
Mstep: Class 2 contains 41164 members 
Entering Unmasked Estep 
Score: -27836800.000000 Penalty: 6091.725098
	Iteration 7F: 3 clusters Score -2.78368e+07 nChanged 14647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189014 members 
Mstep: Class 2 contains 26699 members 
Entering Unmasked Estep 
Score: -27849490.000000 Penalty: 6091.725098
	Iteration 8F: 3 clusters Score -2.784949e+07 nChanged 12495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201497 members 
Mstep: Class 2 contains 14216 members 
Entering Unmasked Estep 
Score: -27856856.000000 Penalty: 6091.725098
	Iteration 9F: 3 clusters Score -2.785686e+07 nChanged 8024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209519 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -27860126.000000 Penalty: 6091.725098
	Iteration 10Q: 3 clusters Score -2.786013e+07 nChanged 3694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213211 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -27861432.000000 Penalty: 6091.725098
	Iteration 11Q: 3 clusters Score -2.786143e+07 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214545 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -27861992.000000 Penalty: 6091.725098
	Iteration 12Q: 3 clusters Score -2.786199e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214979 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -27862278.000000 Penalty: 6091.725098
	Iteration 13Q: 3 clusters Score -2.786228e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215119 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -27862430.000000 Penalty: 6091.725098
	Iteration 14Q: 3 clusters Score -2.786243e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215183 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -27862502.000000 Penalty: 6091.725098
	Iteration 15Q: 3 clusters Score -2.78625e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215204 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -27862522.000000 Penalty: 6091.725098
	Iteration 16Q: 3 clusters Score -2.786252e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215209 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -27862584.000000 Penalty: 6091.725098
	Iteration 17Q: 3 clusters Score -2.786258e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215226 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -27862600.000000 Penalty: 6091.725098
	Iteration 18Q: 3 clusters Score -2.78626e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215238 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -27862632.000000 Penalty: 6091.725098
	Iteration 19Q: 3 clusters Score -2.786263e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215241 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -27862636.000000 Penalty: 6091.725098
	Iteration 20F: 3 clusters Score -2.786264e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215239 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -27862662.000000 Penalty: 6091.725098
	Iteration 21Q: 3 clusters Score -2.786266e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215238 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -27862668.000000 Penalty: 6091.725098
	Iteration 22Q: 3 clusters Score -2.786267e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215238 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -27862684.000000 Penalty: 6091.725098
	Iteration 23Q: 3 clusters Score -2.786268e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215236 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -27862676.000000 Penalty: 6091.725098
	Iteration 24Q: 3 clusters Score -2.786268e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215237 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -27862688.000000 Penalty: 6091.725098
	Iteration 25Q: 3 clusters Score -2.786269e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215239 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -27862688.000000 Penalty: 6091.725098
	Iteration 26Q: 3 clusters Score -2.786269e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215239 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -27862702.000000 Penalty: 6091.725098
	Iteration 27Q: 3 clusters Score -2.78627e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215239 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -27862704.000000 Penalty: 6091.725098
	Iteration 28Q: 3 clusters Score -2.78627e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215240 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -27862700.000000 Penalty: 6091.725098
	Iteration 29Q: 3 clusters Score -2.78627e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215238 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -27862708.000000 Penalty: 6091.725098
	Iteration 30Q: 3 clusters Score -2.786271e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215240 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -27862690.000000 Penalty: 6091.725098
	Iteration 31Q: 3 clusters Score -2.786269e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215242 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -27862718.000000 Penalty: 6091.725098
	Iteration 32Q: 3 clusters Score -2.786272e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215243 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -27862716.000000 Penalty: 6091.725098
	Iteration 33Q: 3 clusters Score -2.786272e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215243 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -27862716.000000 Penalty: 6091.725098
	Iteration 34F: 3 clusters Score -2.786272e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (40986 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40986 members 
Entering Unmasked Estep 
Score: -5210105.000000 Penalty: 2634.004639
	Iteration 0F: 2 clusters Score -5210105 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20468 members 
Mstep: Class 2 contains 20518 members 
Entering Unmasked Estep 
Score: -5182044.500000 Penalty: 5268.009277
	Iteration 0F: 3 clusters Score -5182044 nChanged 18831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20727 members 
Mstep: Class 2 contains 20259 members 
Entering Unmasked Estep 
Score: -5192676.000000 Penalty: 5268.009277
	Iteration 1F: 3 clusters Score -5192676 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20956 members 
Mstep: Class 2 contains 20030 members 
Entering Unmasked Estep 
Score: -5193297.000000 Penalty: 5268.009277
	Iteration 2Q: 3 clusters Score -5193297 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21234 members 
Mstep: Class 2 contains 19752 members 
Entering Unmasked Estep 
Score: -5194006.000000 Penalty: 5268.009277
	Iteration 3Q: 3 clusters Score -5194006 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21598 members 
Mstep: Class 2 contains 19388 members 
Entering Unmasked Estep 
Score: -5194814.500000 Penalty: 5268.009277
	Iteration 4Q: 3 clusters Score -5194814 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22074 members 
Mstep: Class 2 contains 18912 members 
Entering Unmasked Estep 
Score: -5195826.500000 Penalty: 5268.009277
	Iteration 5Q: 3 clusters Score -5195826 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22634 members 
Mstep: Class 2 contains 18352 members 
Entering Unmasked Estep 
Score: -5196984.000000 Penalty: 5268.009277
	Iteration 6F: 3 clusters Score -5196984 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23324 members 
Mstep: Class 2 contains 17662 members 
Entering Unmasked Estep 
Score: -5198291.500000 Penalty: 5268.009277
	Iteration 7F: 3 clusters Score -5198292 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23992 members 
Mstep: Class 2 contains 16994 members 
Entering Unmasked Estep 
Score: -5199559.000000 Penalty: 5268.009277
	Iteration 8F: 3 clusters Score -5199559 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24435 members 
Mstep: Class 2 contains 16551 members 
Entering Unmasked Estep 
Score: -5200720.500000 Penalty: 5268.009277
	Iteration 9Q: 3 clusters Score -5200720 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24829 members 
Mstep: Class 2 contains 16157 members 
Entering Unmasked Estep 
Score: -5201653.500000 Penalty: 5268.009277
	Iteration 10Q: 3 clusters Score -5201654 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25180 members 
Mstep: Class 2 contains 15806 members 
Entering Unmasked Estep 
Score: -5202303.000000 Penalty: 5268.009277
	Iteration 11Q: 3 clusters Score -5202303 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25505 members 
Mstep: Class 2 contains 15481 members 
Entering Unmasked Estep 
Score: -5202727.500000 Penalty: 5268.009277
	Iteration 12Q: 3 clusters Score -5202728 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25816 members 
Mstep: Class 2 contains 15170 members 
Entering Unmasked Estep 
Score: -5202983.000000 Penalty: 5268.009277
	Iteration 13Q: 3 clusters Score -5202983 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26105 members 
Mstep: Class 2 contains 14881 members 
Entering Unmasked Estep 
Score: -5203123.000000 Penalty: 5268.009277
	Iteration 14Q: 3 clusters Score -5203123 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26396 members 
Mstep: Class 2 contains 14590 members 
Entering Unmasked Estep 
Score: -5203218.000000 Penalty: 5268.009277
	Iteration 15Q: 3 clusters Score -5203218 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26707 members 
Mstep: Class 2 contains 14279 members 
Entering Unmasked Estep 
Score: -5203316.500000 Penalty: 5268.009277
	Iteration 16Q: 3 clusters Score -5203316 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26980 members 
Mstep: Class 2 contains 14006 members 
Entering Unmasked Estep 
Score: -5203382.500000 Penalty: 5268.009277
	Iteration 17Q: 3 clusters Score -5203382 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27234 members 
Mstep: Class 2 contains 13752 members 
Entering Unmasked Estep 
Score: -5203439.500000 Penalty: 5268.009277
	Iteration 18Q: 3 clusters Score -5203440 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27493 members 
Mstep: Class 2 contains 13493 members 
Entering Unmasked Estep 
Score: -5203512.000000 Penalty: 5268.009277
	Iteration 19Q: 3 clusters Score -5203512 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27757 members 
Mstep: Class 2 contains 13229 members 
Entering Unmasked Estep 
Score: -5203576.000000 Penalty: 5268.009277
	Iteration 20F: 3 clusters Score -5203576 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28049 members 
Mstep: Class 2 contains 12937 members 
Entering Unmasked Estep 
Score: -5203637.500000 Penalty: 5268.009277
	Iteration 21Q: 3 clusters Score -5203638 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28314 members 
Mstep: Class 2 contains 12672 members 
Entering Unmasked Estep 
Score: -5203695.000000 Penalty: 5268.009277
	Iteration 22Q: 3 clusters Score -5203695 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28584 members 
Mstep: Class 2 contains 12402 members 
Entering Unmasked Estep 
Score: -5203733.000000 Penalty: 5268.009277
	Iteration 23Q: 3 clusters Score -5203733 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28850 members 
Mstep: Class 2 contains 12136 members 
Entering Unmasked Estep 
Score: -5203797.500000 Penalty: 5268.009277
	Iteration 24Q: 3 clusters Score -5203798 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29136 members 
Mstep: Class 2 contains 11850 members 
Entering Unmasked Estep 
Score: -5203851.500000 Penalty: 5268.009277
	Iteration 25Q: 3 clusters Score -5203852 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29439 members 
Mstep: Class 2 contains 11547 members 
Entering Unmasked Estep 
Score: -5203908.500000 Penalty: 5268.009277
	Iteration 26Q: 3 clusters Score -5203908 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29749 members 
Mstep: Class 2 contains 11237 members 
Entering Unmasked Estep 
Score: -5203959.500000 Penalty: 5268.009277
	Iteration 27Q: 3 clusters Score -5203960 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30052 members 
Mstep: Class 2 contains 10934 members 
Entering Unmasked Estep 
Score: -5204030.500000 Penalty: 5268.009277
	Iteration 28Q: 3 clusters Score -5204030 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30344 members 
Mstep: Class 2 contains 10642 members 
Entering Unmasked Estep 
Score: -5204098.500000 Penalty: 5268.009277
	Iteration 29Q: 3 clusters Score -5204098 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30661 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
Score: -5204177.000000 Penalty: 5268.009277
	Iteration 30Q: 3 clusters Score -5204177 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31030 members 
Mstep: Class 2 contains 9956 members 
Entering Unmasked Estep 
Score: -5204276.500000 Penalty: 5268.009277
	Iteration 31Q: 3 clusters Score -5204276 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31406 members 
Mstep: Class 2 contains 9580 members 
Entering Unmasked Estep 
Score: -5204407.000000 Penalty: 5268.009277
	Iteration 32Q: 3 clusters Score -5204407 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31825 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -5204520.500000 Penalty: 5268.009277
	Iteration 33Q: 3 clusters Score -5204520 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32260 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -5204677.500000 Penalty: 5268.009277
	Iteration 34Q: 3 clusters Score -5204678 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32679 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -5204825.500000 Penalty: 5268.009277
	Iteration 35Q: 3 clusters Score -5204826 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33152 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -5205007.000000 Penalty: 5268.009277
	Iteration 36Q: 3 clusters Score -5205007 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33628 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -5205198.500000 Penalty: 5268.009277
	Iteration 37Q: 3 clusters Score -5205198 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34112 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -5205419.000000 Penalty: 5268.009277
	Iteration 38Q: 3 clusters Score -5205419 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34572 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -5205629.500000 Penalty: 5268.009277
	Iteration 39Q: 3 clusters Score -5205630 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35036 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -5205840.000000 Penalty: 5268.009277
	Iteration 40F: 3 clusters Score -5205840 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35473 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -5206017.000000 Penalty: 5268.009277
	Iteration 41Q: 3 clusters Score -5206017 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35878 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -5206187.000000 Penalty: 5268.009277
	Iteration 42Q: 3 clusters Score -5206187 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36245 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -5206348.500000 Penalty: 5268.009277
	Iteration 43Q: 3 clusters Score -5206348 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36598 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -5206508.500000 Penalty: 5268.009277
	Iteration 44Q: 3 clusters Score -5206508 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36924 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -5206620.000000 Penalty: 5268.009277
	Iteration 45Q: 3 clusters Score -5206620 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37224 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -5206763.500000 Penalty: 5268.009277
	Iteration 46Q: 3 clusters Score -5206764 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37488 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -5206900.500000 Penalty: 5268.009277
	Iteration 47Q: 3 clusters Score -5206900 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37749 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -5207030.000000 Penalty: 5268.009277
	Iteration 48Q: 3 clusters Score -5207030 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37971 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -5207129.500000 Penalty: 5268.009277
	Iteration 49Q: 3 clusters Score -5207130 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38199 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -5207236.000000 Penalty: 5268.009277
	Iteration 50Q: 3 clusters Score -5207236 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38412 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -5207352.000000 Penalty: 5268.009277
	Iteration 51Q: 3 clusters Score -5207352 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38596 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -5207450.500000 Penalty: 5268.009277
	Iteration 52Q: 3 clusters Score -5207450 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38735 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -5207503.000000 Penalty: 5268.009277
	Iteration 53Q: 3 clusters Score -5207503 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38871 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -5207557.000000 Penalty: 5268.009277
	Iteration 54Q: 3 clusters Score -5207557 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38980 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -5207588.500000 Penalty: 5268.009277
	Iteration 55Q: 3 clusters Score -5207588 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39077 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -5207644.500000 Penalty: 5268.009277
	Iteration 56Q: 3 clusters Score -5207644 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39175 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -5207696.000000 Penalty: 5268.009277
	Iteration 57Q: 3 clusters Score -5207696 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39263 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -5207741.500000 Penalty: 5268.009277
	Iteration 58Q: 3 clusters Score -5207742 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39336 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -5207778.500000 Penalty: 5268.009277
	Iteration 59Q: 3 clusters Score -5207778 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39402 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -5207816.000000 Penalty: 5268.009277
	Iteration 60F: 3 clusters Score -5207816 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39448 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -5207833.500000 Penalty: 5268.009277
	Iteration 61Q: 3 clusters Score -5207834 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39491 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -5207850.500000 Penalty: 5268.009277
	Iteration 62Q: 3 clusters Score -5207850 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39527 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -5207875.500000 Penalty: 5268.009277
	Iteration 63Q: 3 clusters Score -5207876 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39556 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -5207885.500000 Penalty: 5268.009277
	Iteration 64Q: 3 clusters Score -5207886 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39584 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -5207884.500000 Penalty: 5268.009277
	Iteration 65Q: 3 clusters Score -5207884 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39612 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -5207897.000000 Penalty: 5268.009277
	Iteration 66Q: 3 clusters Score -5207897 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39643 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -5207914.500000 Penalty: 5268.009277
	Iteration 67Q: 3 clusters Score -5207914 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39664 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -5207925.500000 Penalty: 5268.009277
	Iteration 68Q: 3 clusters Score -5207926 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39680 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -5207939.000000 Penalty: 5268.009277
	Iteration 69Q: 3 clusters Score -5207939 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39704 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -5207955.000000 Penalty: 5268.009277
	Iteration 70Q: 3 clusters Score -5207955 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39718 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -5207957.000000 Penalty: 5268.009277
	Iteration 71Q: 3 clusters Score -5207957 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39734 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -5207964.500000 Penalty: 5268.009277
	Iteration 72Q: 3 clusters Score -5207964 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39746 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -5207974.500000 Penalty: 5268.009277
	Iteration 73Q: 3 clusters Score -5207974 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39755 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -5207979.500000 Penalty: 5268.009277
	Iteration 74Q: 3 clusters Score -5207980 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39762 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -5207980.500000 Penalty: 5268.009277
	Iteration 75Q: 3 clusters Score -5207980 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39770 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -5207984.000000 Penalty: 5268.009277
	Iteration 76Q: 3 clusters Score -5207984 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39779 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -5207983.000000 Penalty: 5268.009277
	Iteration 77Q: 3 clusters Score -5207983 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39800 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -5207994.000000 Penalty: 5268.009277
	Iteration 78Q: 3 clusters Score -5207994 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39822 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -5208004.500000 Penalty: 5268.009277
	Iteration 79Q: 3 clusters Score -5208004 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39837 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -5208012.500000 Penalty: 5268.009277
	Iteration 80F: 3 clusters Score -5208012 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39851 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -5208011.500000 Penalty: 5268.009277
	Iteration 81Q: 3 clusters Score -5208012 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39861 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -5208015.500000 Penalty: 5268.009277
	Iteration 82Q: 3 clusters Score -5208016 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39864 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -5208020.500000 Penalty: 5268.009277
	Iteration 83Q: 3 clusters Score -5208020 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39871 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -5208016.500000 Penalty: 5268.009277
	Iteration 84Q: 3 clusters Score -5208016 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39881 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -5208021.000000 Penalty: 5268.009277
	Iteration 85Q: 3 clusters Score -5208021 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39887 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -5208021.500000 Penalty: 5268.009277
	Iteration 86Q: 3 clusters Score -5208022 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39892 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -5208026.500000 Penalty: 5268.009277
	Iteration 87Q: 3 clusters Score -5208026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39893 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -5208022.000000 Penalty: 5268.009277
	Iteration 88Q: 3 clusters Score -5208022 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39895 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -5208024.500000 Penalty: 5268.009277
	Iteration 89Q: 3 clusters Score -5208024 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39898 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -5208026.000000 Penalty: 5268.009277
	Iteration 90Q: 3 clusters Score -5208026 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39899 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -5208025.000000 Penalty: 5268.009277
	Iteration 91Q: 3 clusters Score -5208025 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39902 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -5208026.500000 Penalty: 5268.009277
	Iteration 92Q: 3 clusters Score -5208026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39901 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -5208022.500000 Penalty: 5268.009277
	Iteration 93Q: 3 clusters Score -5208022 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39900 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -5208023.500000 Penalty: 5268.009277
	Iteration 94Q: 3 clusters Score -5208024 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39900 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -5208023.500000 Penalty: 5268.009277
	Iteration 95F: 3 clusters Score -5208024 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (801 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Entering Unmasked Estep 
Score: -109698.148438 Penalty: 1658.093506
	Iteration 0F: 2 clusters Score -109698.1 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 398 members 
Entering Unmasked Estep 
Score: -108130.921875 Penalty: 3316.187012
	Iteration 0F: 3 clusters Score -108130.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -109399.812500 Penalty: 3316.187012
	Iteration 1F: 3 clusters Score -109399.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -110107.773438 Penalty: 3316.187012
	Iteration 2F: 3 clusters Score -110107.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -110376.125000 Penalty: 3316.187012
	Iteration 3F: 3 clusters Score -110376.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -110446.757812 Penalty: 3316.187012
	Iteration 4Q: 3 clusters Score -110446.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -110524.890625 Penalty: 3316.187012
	Iteration 5Q: 3 clusters Score -110524.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -110615.718750 Penalty: 3316.187012
	Iteration 6Q: 3 clusters Score -110615.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -110621.984375 Penalty: 3316.187012
	Iteration 7Q: 3 clusters Score -110622 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -110627.320312 Penalty: 3316.187012
	Iteration 8Q: 3 clusters Score -110627.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -110636.921875 Penalty: 3316.187012
	Iteration 9Q: 3 clusters Score -110636.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -110640.617188 Penalty: 3316.187012
	Iteration 10Q: 3 clusters Score -110640.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -110644.437500 Penalty: 3316.187012
	Iteration 11Q: 3 clusters Score -110644.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -110683.781250 Penalty: 3316.187012
	Iteration 12Q: 3 clusters Score -110683.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -110734.468750 Penalty: 3316.187012
	Iteration 13Q: 3 clusters Score -110734.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -110773.156250 Penalty: 3316.187012
	Iteration 14Q: 3 clusters Score -110773.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -110795.773438 Penalty: 3316.187012
	Iteration 15Q: 3 clusters Score -110795.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -110803.875000 Penalty: 3316.187012
	Iteration 16Q: 3 clusters Score -110803.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -110807.437500 Penalty: 3316.187012
	Iteration 17Q: 3 clusters Score -110807.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -110807.437500 Penalty: 3316.187012
	Iteration 18F: 3 clusters Score -110807.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 52548 members 
Mstep: Class 3 contains 5280 members 
Mstep: Class 4 contains 27249 members 
Mstep: Class 5 contains 8288 members 
Mstep: Class 6 contains 4490 members 
Mstep: Class 7 contains 26583 members 
Mstep: Class 8 contains 750 members 
Mstep: Class 9 contains 10973 members 
Mstep: Class 10 contains 3040 members 
Mstep: Class 11 contains 37309 members 
Mstep: Class 12 contains 23336 members 
Mstep: Class 13 contains 215713 members 
Mstep: Class 14 contains 40986 members 
Mstep: Class 15 contains 317 members 
Mstep: Class 16 contains 29095 members 
Mstep: Class 17 contains 9369 members 
Mstep: Class 18 contains 14308 members 
Mstep: Class 19 contains 61586 members 
Mstep: Class 20 contains 10998 members 
Mstep: Class 21 contains 16561 members 
Mstep: Class 22 contains 2993 members 
Mstep: Class 23 contains 2570 members 
Mstep: Class 24 contains 18662 members 
Mstep: Class 25 contains 2068 members 
Mstep: Class 26 contains 22283 members 
Mstep: Class 27 contains 6174 members 
Mstep: Class 28 contains 4152 members 
Mstep: Class 29 contains 37122 members 
Mstep: Class 30 contains 4527 members 
Mstep: Class 31 contains 481 members 
Mstep: Class 32 contains 386 members 
Mstep: Class 33 contains 38550 members 
Mstep: Class 34 contains 606 members 
Mstep: Class 35 contains 8732 members 
Mstep: Class 36 contains 2453 members 
Mstep: Class 37 contains 164250 members 
Mstep: Class 38 contains 8339 members 
Mstep: Class 39 contains 4265 members 
Mstep: Class 40 contains 5324 members 
Mstep: Class 41 contains 2913 members 
Mstep: Class 42 contains 3709 members 
Mstep: Class 43 contains 550 members 
Mstep: Class 44 contains 3468 members 
Mstep: Class 45 contains 1907 members 
Mstep: Class 46 contains 375 members 
Mstep: Class 47 contains 5100 members 
Mstep: Class 48 contains 1835 members 
Mstep: Class 49 contains 4225 members 
Mstep: Class 50 contains 6309 members 
Mstep: Class 51 contains 175515 members 
Mstep: Class 52 contains 344 members 
Mstep: Class 53 contains 208 members 
Mstep: Class 54 contains 355 members 
Mstep: Class 55 contains 4301 members 
Mstep: Class 56 contains 2518 members 
Mstep: Class 57 contains 179 members 
Mstep: Class 58 contains 10460 members 
Mstep: Class 59 contains 1152 members 
Mstep: Class 60 contains 17853 members 
Mstep: Class 61 contains 255 members 
Mstep: Class 62 contains 1170 members 
Mstep: Class 63 contains 438 members 
Mstep: Class 64 contains 344 members 
Mstep: Class 65 contains 614 members 
Mstep: Class 66 contains 2965 members 
Mstep: Class 67 contains 187 members 
Mstep: Class 68 contains 326 members 
Mstep: Class 69 contains 164 members 
Mstep: Class 70 contains 306 members 
Mstep: Class 71 contains 2363 members 
Mstep: Class 72 contains 452 members 
Mstep: Class 73 contains 372 members 
Mstep: Class 74 contains 226 members 
Mstep: Class 75 contains 509 members 
Mstep: Class 76 contains 228 members 
Mstep: Class 77 contains 399 members 
Mstep: Class 78 contains 484 members 
Entering Unmasked Estep 
Score: -147550608.000000 Penalty: 270583.718750
Splitting cluster 15 changes total score from -147551264.000000 to -147550608.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (29095 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29095 members 
Entering Unmasked Estep 
Score: -3692966.250000 Penalty: 2549.023682
	Iteration 0F: 2 clusters Score -3692966 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14539 members 
Mstep: Class 2 contains 14556 members 
Entering Unmasked Estep 
Score: -3673029.750000 Penalty: 5098.047363
	Iteration 0F: 3 clusters Score -3673030 nChanged 13011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14468 members 
Mstep: Class 2 contains 14627 members 
Entering Unmasked Estep 
Score: -3680206.000000 Penalty: 5098.047363
	Iteration 1F: 3 clusters Score -3680206 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14308 members 
Mstep: Class 2 contains 14787 members 
Entering Unmasked Estep 
Score: -3680838.500000 Penalty: 5098.047363
	Iteration 2F: 3 clusters Score -3680838 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14081 members 
Mstep: Class 2 contains 15014 members 
Entering Unmasked Estep 
Score: -3681593.000000 Penalty: 5098.047363
	Iteration 3F: 3 clusters Score -3681593 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13683 members 
Mstep: Class 2 contains 15412 members 
Entering Unmasked Estep 
Score: -3682574.500000 Penalty: 5098.047363
	Iteration 4F: 3 clusters Score -3682574 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13080 members 
Mstep: Class 2 contains 16015 members 
Entering Unmasked Estep 
Score: -3683873.500000 Penalty: 5098.047363
	Iteration 5F: 3 clusters Score -3683874 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12271 members 
Mstep: Class 2 contains 16824 members 
Entering Unmasked Estep 
Score: -3685463.750000 Penalty: 5098.047363
	Iteration 6F: 3 clusters Score -3685464 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11388 members 
Mstep: Class 2 contains 17707 members 
Entering Unmasked Estep 
Score: -3687225.500000 Penalty: 5098.047363
	Iteration 7F: 3 clusters Score -3687226 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10668 members 
Mstep: Class 2 contains 18427 members 
Entering Unmasked Estep 
Score: -3688761.500000 Penalty: 5098.047363
	Iteration 8F: 3 clusters Score -3688762 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10122 members 
Mstep: Class 2 contains 18973 members 
Entering Unmasked Estep 
Score: -3689803.750000 Penalty: 5098.047363
	Iteration 9Q: 3 clusters Score -3689804 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 19349 members 
Entering Unmasked Estep 
Score: -3690384.000000 Penalty: 5098.047363
	Iteration 10Q: 3 clusters Score -3690384 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9435 members 
Mstep: Class 2 contains 19660 members 
Entering Unmasked Estep 
Score: -3690645.750000 Penalty: 5098.047363
	Iteration 11Q: 3 clusters Score -3690646 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 19924 members 
Entering Unmasked Estep 
Score: -3690787.250000 Penalty: 5098.047363
	Iteration 12Q: 3 clusters Score -3690787 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 20147 members 
Entering Unmasked Estep 
Score: -3690867.750000 Penalty: 5098.047363
	Iteration 13Q: 3 clusters Score -3690868 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 20366 members 
Entering Unmasked Estep 
Score: -3690946.500000 Penalty: 5098.047363
	Iteration 14Q: 3 clusters Score -3690946 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 20549 members 
Entering Unmasked Estep 
Score: -3690977.500000 Penalty: 5098.047363
	Iteration 15Q: 3 clusters Score -3690978 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 20695 members 
Entering Unmasked Estep 
Score: -3691004.750000 Penalty: 5098.047363
	Iteration 16Q: 3 clusters Score -3691005 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 20803 members 
Entering Unmasked Estep 
Score: -3691026.500000 Penalty: 5098.047363
	Iteration 17Q: 3 clusters Score -3691026 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 20891 members 
Entering Unmasked Estep 
Score: -3691037.500000 Penalty: 5098.047363
	Iteration 18Q: 3 clusters Score -3691038 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 20971 members 
Entering Unmasked Estep 
Score: -3691044.000000 Penalty: 5098.047363
	Iteration 19Q: 3 clusters Score -3691044 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 21049 members 
Entering Unmasked Estep 
Score: -3691049.750000 Penalty: 5098.047363
	Iteration 20F: 3 clusters Score -3691050 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 21118 members 
Entering Unmasked Estep 
Score: -3691059.000000 Penalty: 5098.047363
	Iteration 21Q: 3 clusters Score -3691059 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 21188 members 
Entering Unmasked Estep 
Score: -3691066.250000 Penalty: 5098.047363
	Iteration 22Q: 3 clusters Score -3691066 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 21243 members 
Entering Unmasked Estep 
Score: -3691070.000000 Penalty: 5098.047363
	Iteration 23Q: 3 clusters Score -3691070 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 21295 members 
Entering Unmasked Estep 
Score: -3691074.500000 Penalty: 5098.047363
	Iteration 24Q: 3 clusters Score -3691074 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 21345 members 
Entering Unmasked Estep 
Score: -3691083.000000 Penalty: 5098.047363
	Iteration 25Q: 3 clusters Score -3691083 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 21393 members 
Entering Unmasked Estep 
Score: -3691095.250000 Penalty: 5098.047363
	Iteration 26Q: 3 clusters Score -3691095 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 21433 members 
Entering Unmasked Estep 
Score: -3691097.000000 Penalty: 5098.047363
	Iteration 27Q: 3 clusters Score -3691097 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 21455 members 
Entering Unmasked Estep 
Score: -3691105.250000 Penalty: 5098.047363
	Iteration 28Q: 3 clusters Score -3691105 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 21468 members 
Entering Unmasked Estep 
Score: -3691116.250000 Penalty: 5098.047363
	Iteration 29Q: 3 clusters Score -3691116 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 21487 members 
Entering Unmasked Estep 
Score: -3691120.250000 Penalty: 5098.047363
	Iteration 30Q: 3 clusters Score -3691120 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 21504 members 
Entering Unmasked Estep 
Score: -3691112.500000 Penalty: 5098.047363
	Iteration 31Q: 3 clusters Score -3691112 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 21522 members 
Entering Unmasked Estep 
Score: -3691115.250000 Penalty: 5098.047363
	Iteration 32Q: 3 clusters Score -3691115 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 21542 members 
Entering Unmasked Estep 
Score: -3691106.000000 Penalty: 5098.047363
	Iteration 33Q: 3 clusters Score -3691106 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 21561 members 
Entering Unmasked Estep 
Score: -3691107.500000 Penalty: 5098.047363
	Iteration 34Q: 3 clusters Score -3691108 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 21576 members 
Entering Unmasked Estep 
Score: -3691108.500000 Penalty: 5098.047363
	Iteration 35Q: 3 clusters Score -3691108 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 21588 members 
Entering Unmasked Estep 
Score: -3691110.750000 Penalty: 5098.047363
	Iteration 36Q: 3 clusters Score -3691111 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 21598 members 
Entering Unmasked Estep 
Score: -3691112.500000 Penalty: 5098.047363
	Iteration 37Q: 3 clusters Score -3691112 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 21612 members 
Entering Unmasked Estep 
Score: -3691117.000000 Penalty: 5098.047363
	Iteration 38Q: 3 clusters Score -3691117 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 21624 members 
Entering Unmasked Estep 
Score: -3691111.500000 Penalty: 5098.047363
	Iteration 39Q: 3 clusters Score -3691112 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 21635 members 
Entering Unmasked Estep 
Score: -3691114.500000 Penalty: 5098.047363
	Iteration 40F: 3 clusters Score -3691114 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 21639 members 
Entering Unmasked Estep 
Score: -3691116.250000 Penalty: 5098.047363
	Iteration 41Q: 3 clusters Score -3691116 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 21643 members 
Entering Unmasked Estep 
Score: -3691117.500000 Penalty: 5098.047363
	Iteration 42Q: 3 clusters Score -3691118 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 21649 members 
Entering Unmasked Estep 
Score: -3691118.750000 Penalty: 5098.047363
	Iteration 43Q: 3 clusters Score -3691119 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 21653 members 
Entering Unmasked Estep 
Score: -3691124.250000 Penalty: 5098.047363
	Iteration 44Q: 3 clusters Score -3691124 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 21659 members 
Entering Unmasked Estep 
Score: -3691120.500000 Penalty: 5098.047363
	Iteration 45Q: 3 clusters Score -3691120 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 21664 members 
Entering Unmasked Estep 
Score: -3691118.250000 Penalty: 5098.047363
	Iteration 46Q: 3 clusters Score -3691118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 21666 members 
Entering Unmasked Estep 
Score: -3691113.500000 Penalty: 5098.047363
	Iteration 47Q: 3 clusters Score -3691114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 21669 members 
Entering Unmasked Estep 
Score: -3691110.750000 Penalty: 5098.047363
	Iteration 48Q: 3 clusters Score -3691111 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 21672 members 
Entering Unmasked Estep 
Score: -3691112.000000 Penalty: 5098.047363
	Iteration 49Q: 3 clusters Score -3691112 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 21674 members 
Entering Unmasked Estep 
Score: -3691110.000000 Penalty: 5098.047363
	Iteration 50Q: 3 clusters Score -3691110 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 21677 members 
Entering Unmasked Estep 
Score: -3691121.000000 Penalty: 5098.047363
	Iteration 51Q: 3 clusters Score -3691121 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 21680 members 
Entering Unmasked Estep 
Score: -3691121.000000 Penalty: 5098.047363
	Iteration 52Q: 3 clusters Score -3691121 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 21682 members 
Entering Unmasked Estep 
Score: -3691120.250000 Penalty: 5098.047363
	Iteration 53Q: 3 clusters Score -3691120 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 21684 members 
Entering Unmasked Estep 
Score: -3691124.000000 Penalty: 5098.047363
	Iteration 54Q: 3 clusters Score -3691124 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 21684 members 
Entering Unmasked Estep 
Score: -3691124.000000 Penalty: 5098.047363
	Iteration 55F: 3 clusters Score -3691124 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (9369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Entering Unmasked Estep 
Score: -1181289.500000 Penalty: 2268.000000
	Iteration 0F: 2 clusters Score -1181290 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -1173960.625000 Penalty: 4536.000000
	Iteration 0F: 3 clusters Score -1173961 nChanged 3879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -1176013.875000 Penalty: 4536.000000
	Iteration 1F: 3 clusters Score -1176014 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -1176267.250000 Penalty: 4536.000000
	Iteration 2F: 3 clusters Score -1176267 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -1176461.875000 Penalty: 4536.000000
	Iteration 3Q: 3 clusters Score -1176462 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -1176623.625000 Penalty: 4536.000000
	Iteration 4Q: 3 clusters Score -1176624 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -1176759.500000 Penalty: 4536.000000
	Iteration 5Q: 3 clusters Score -1176760 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -1176872.750000 Penalty: 4536.000000
	Iteration 6Q: 3 clusters Score -1176873 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -1176971.750000 Penalty: 4536.000000
	Iteration 7Q: 3 clusters Score -1176972 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -1177058.750000 Penalty: 4536.000000
	Iteration 8Q: 3 clusters Score -1177059 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -1177129.250000 Penalty: 4536.000000
	Iteration 9Q: 3 clusters Score -1177129 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -1177202.750000 Penalty: 4536.000000
	Iteration 10Q: 3 clusters Score -1177203 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -1177287.875000 Penalty: 4536.000000
	Iteration 11Q: 3 clusters Score -1177288 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -1177375.875000 Penalty: 4536.000000
	Iteration 12Q: 3 clusters Score -1177376 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -1177473.000000 Penalty: 4536.000000
	Iteration 13Q: 3 clusters Score -1177473 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -1177567.625000 Penalty: 4536.000000
	Iteration 14Q: 3 clusters Score -1177568 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -1177656.375000 Penalty: 4536.000000
	Iteration 15Q: 3 clusters Score -1177656 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -1177737.750000 Penalty: 4536.000000
	Iteration 16Q: 3 clusters Score -1177738 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -1177805.500000 Penalty: 4536.000000
	Iteration 17Q: 3 clusters Score -1177806 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -1177890.750000 Penalty: 4536.000000
	Iteration 18Q: 3 clusters Score -1177891 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -1177986.875000 Penalty: 4536.000000
	Iteration 19Q: 3 clusters Score -1177987 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -1178099.500000 Penalty: 4536.000000
	Iteration 20F: 3 clusters Score -1178100 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -1178202.250000 Penalty: 4536.000000
	Iteration 21Q: 3 clusters Score -1178202 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -1178285.375000 Penalty: 4536.000000
	Iteration 22Q: 3 clusters Score -1178285 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -1178360.000000 Penalty: 4536.000000
	Iteration 23Q: 3 clusters Score -1178360 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -1178444.875000 Penalty: 4536.000000
	Iteration 24Q: 3 clusters Score -1178445 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -1178537.250000 Penalty: 4536.000000
	Iteration 25Q: 3 clusters Score -1178537 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -1178621.250000 Penalty: 4536.000000
	Iteration 26Q: 3 clusters Score -1178621 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -1178701.250000 Penalty: 4536.000000
	Iteration 27Q: 3 clusters Score -1178701 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -1178801.750000 Penalty: 4536.000000
	Iteration 28Q: 3 clusters Score -1178802 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -1178888.750000 Penalty: 4536.000000
	Iteration 29Q: 3 clusters Score -1178889 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -1178982.500000 Penalty: 4536.000000
	Iteration 30Q: 3 clusters Score -1178982 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -1179085.000000 Penalty: 4536.000000
	Iteration 31Q: 3 clusters Score -1179085 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -1179188.375000 Penalty: 4536.000000
	Iteration 32Q: 3 clusters Score -1179188 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -1179268.250000 Penalty: 4536.000000
	Iteration 33Q: 3 clusters Score -1179268 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -1179331.625000 Penalty: 4536.000000
	Iteration 34Q: 3 clusters Score -1179332 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -1179378.000000 Penalty: 4536.000000
	Iteration 35Q: 3 clusters Score -1179378 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -1179403.750000 Penalty: 4536.000000
	Iteration 36Q: 3 clusters Score -1179404 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -1179415.000000 Penalty: 4536.000000
	Iteration 37Q: 3 clusters Score -1179415 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -1179427.750000 Penalty: 4536.000000
	Iteration 38Q: 3 clusters Score -1179428 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -1179445.000000 Penalty: 4536.000000
	Iteration 39Q: 3 clusters Score -1179445 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -1179453.375000 Penalty: 4536.000000
	Iteration 40F: 3 clusters Score -1179453 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -1179458.875000 Penalty: 4536.000000
	Iteration 41Q: 3 clusters Score -1179459 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -1179466.875000 Penalty: 4536.000000
	Iteration 42Q: 3 clusters Score -1179467 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -1179479.250000 Penalty: 4536.000000
	Iteration 43Q: 3 clusters Score -1179479 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -1179486.000000 Penalty: 4536.000000
	Iteration 44Q: 3 clusters Score -1179486 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -1179488.500000 Penalty: 4536.000000
	Iteration 45Q: 3 clusters Score -1179488 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -1179491.875000 Penalty: 4536.000000
	Iteration 46Q: 3 clusters Score -1179492 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -1179497.750000 Penalty: 4536.000000
	Iteration 47Q: 3 clusters Score -1179498 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -1179501.000000 Penalty: 4536.000000
	Iteration 48Q: 3 clusters Score -1179501 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -1179510.500000 Penalty: 4536.000000
	Iteration 49Q: 3 clusters Score -1179510 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -1179512.500000 Penalty: 4536.000000
	Iteration 50Q: 3 clusters Score -1179512 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -1179514.500000 Penalty: 4536.000000
	Iteration 51Q: 3 clusters Score -1179514 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -1179517.000000 Penalty: 4536.000000
	Iteration 52Q: 3 clusters Score -1179517 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -1179518.750000 Penalty: 4536.000000
	Iteration 53Q: 3 clusters Score -1179519 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -1179523.875000 Penalty: 4536.000000
	Iteration 54Q: 3 clusters Score -1179524 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -1179525.875000 Penalty: 4536.000000
	Iteration 55Q: 3 clusters Score -1179526 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -1179528.375000 Penalty: 4536.000000
	Iteration 56Q: 3 clusters Score -1179528 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -1179528.125000 Penalty: 4536.000000
	Iteration 57Q: 3 clusters Score -1179528 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -1179528.125000 Penalty: 4536.000000
	Iteration 58F: 3 clusters Score -1179528 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (14308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14308 members 
Entering Unmasked Estep 
Score: -1840929.500000 Penalty: 2373.006348
	Iteration 0F: 2 clusters Score -1840930 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -1830524.875000 Penalty: 4746.012695
	Iteration 0F: 3 clusters Score -1830525 nChanged 6135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -1833778.875000 Penalty: 4746.012695
	Iteration 1F: 3 clusters Score -1833779 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -1834103.625000 Penalty: 4746.012695
	Iteration 2F: 3 clusters Score -1834104 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -1834359.375000 Penalty: 4746.012695
	Iteration 3Q: 3 clusters Score -1834359 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -1834569.250000 Penalty: 4746.012695
	Iteration 4Q: 3 clusters Score -1834569 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -1834753.125000 Penalty: 4746.012695
	Iteration 5Q: 3 clusters Score -1834753 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -1834940.250000 Penalty: 4746.012695
	Iteration 6Q: 3 clusters Score -1834940 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -1835138.125000 Penalty: 4746.012695
	Iteration 7Q: 3 clusters Score -1835138 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 9622 members 
Entering Unmasked Estep 
Score: -1835385.875000 Penalty: 4746.012695
	Iteration 8Q: 3 clusters Score -1835386 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 10130 members 
Entering Unmasked Estep 
Score: -1835702.375000 Penalty: 4746.012695
	Iteration 9Q: 3 clusters Score -1835702 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 10718 members 
Entering Unmasked Estep 
Score: -1836095.625000 Penalty: 4746.012695
	Iteration 10Q: 3 clusters Score -1836096 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 11391 members 
Entering Unmasked Estep 
Score: -1836605.750000 Penalty: 4746.012695
	Iteration 11F: 3 clusters Score -1836606 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 12052 members 
Entering Unmasked Estep 
Score: -1837145.500000 Penalty: 4746.012695
	Iteration 12Q: 3 clusters Score -1837146 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 12614 members 
Entering Unmasked Estep 
Score: -1837639.625000 Penalty: 4746.012695
	Iteration 13Q: 3 clusters Score -1837640 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 13044 members 
Entering Unmasked Estep 
Score: -1838001.250000 Penalty: 4746.012695
	Iteration 14Q: 3 clusters Score -1838001 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 13357 members 
Entering Unmasked Estep 
Score: -1838275.000000 Penalty: 4746.012695
	Iteration 15Q: 3 clusters Score -1838275 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 13560 members 
Entering Unmasked Estep 
Score: -1838454.000000 Penalty: 4746.012695
	Iteration 16Q: 3 clusters Score -1838454 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 13689 members 
Entering Unmasked Estep 
Score: -1838573.000000 Penalty: 4746.012695
	Iteration 17Q: 3 clusters Score -1838573 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 13767 members 
Entering Unmasked Estep 
Score: -1838657.750000 Penalty: 4746.012695
	Iteration 18Q: 3 clusters Score -1838658 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 13825 members 
Entering Unmasked Estep 
Score: -1838728.250000 Penalty: 4746.012695
	Iteration 19Q: 3 clusters Score -1838728 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 13866 members 
Entering Unmasked Estep 
Score: -1838772.125000 Penalty: 4746.012695
	Iteration 20F: 3 clusters Score -1838772 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 13887 members 
Entering Unmasked Estep 
Score: -1838791.125000 Penalty: 4746.012695
	Iteration 21Q: 3 clusters Score -1838791 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 13899 members 
Entering Unmasked Estep 
Score: -1838803.875000 Penalty: 4746.012695
	Iteration 22Q: 3 clusters Score -1838804 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 13909 members 
Entering Unmasked Estep 
Score: -1838814.875000 Penalty: 4746.012695
	Iteration 23Q: 3 clusters Score -1838815 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 13916 members 
Entering Unmasked Estep 
Score: -1838824.500000 Penalty: 4746.012695
	Iteration 24Q: 3 clusters Score -1838824 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 13920 members 
Entering Unmasked Estep 
Score: -1838830.750000 Penalty: 4746.012695
	Iteration 25Q: 3 clusters Score -1838831 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 13924 members 
Entering Unmasked Estep 
Score: -1838835.625000 Penalty: 4746.012695
	Iteration 26Q: 3 clusters Score -1838836 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 13926 members 
Entering Unmasked Estep 
Score: -1838838.875000 Penalty: 4746.012695
	Iteration 27Q: 3 clusters Score -1838839 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 13927 members 
Entering Unmasked Estep 
Score: -1838838.625000 Penalty: 4746.012695
	Iteration 28Q: 3 clusters Score -1838839 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 13929 members 
Entering Unmasked Estep 
Score: -1838843.750000 Penalty: 4746.012695
	Iteration 29Q: 3 clusters Score -1838844 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 13929 members 
Entering Unmasked Estep 
Score: -1838843.750000 Penalty: 4746.012695
	Iteration 30F: 3 clusters Score -1838844 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (61586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61586 members 
Entering Unmasked Estep 
Score: -7829147.500000 Penalty: 2734.990967
	Iteration 0F: 2 clusters Score -7829148 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30687 members 
Mstep: Class 2 contains 30899 members 
Entering Unmasked Estep 
Score: -7788060.500000 Penalty: 5469.981934
	Iteration 0F: 3 clusters Score -7788060 nChanged 28588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29581 members 
Mstep: Class 2 contains 32005 members 
Entering Unmasked Estep 
Score: -7803982.500000 Penalty: 5469.981934
	Iteration 1F: 3 clusters Score -7803982 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28878 members 
Mstep: Class 2 contains 32708 members 
Entering Unmasked Estep 
Score: -7804619.000000 Penalty: 5469.981934
	Iteration 2Q: 3 clusters Score -7804619 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27902 members 
Mstep: Class 2 contains 33684 members 
Entering Unmasked Estep 
Score: -7805363.000000 Penalty: 5469.981934
	Iteration 3Q: 3 clusters Score -7805363 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26514 members 
Mstep: Class 2 contains 35072 members 
Entering Unmasked Estep 
Score: -7806095.000000 Penalty: 5469.981934
	Iteration 4Q: 3 clusters Score -7806095 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24589 members 
Mstep: Class 2 contains 36997 members 
Entering Unmasked Estep 
Score: -7807287.500000 Penalty: 5469.981934
	Iteration 5Q: 3 clusters Score -7807288 nChanged 3209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21910 members 
Mstep: Class 2 contains 39676 members 
Entering Unmasked Estep 
Score: -7809011.500000 Penalty: 5469.981934
	Iteration 6F: 3 clusters Score -7809012 nChanged 3945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18313 members 
Mstep: Class 2 contains 43273 members 
Entering Unmasked Estep 
Score: -7811658.500000 Penalty: 5469.981934
	Iteration 7F: 3 clusters Score -7811658 nChanged 4450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14007 members 
Mstep: Class 2 contains 47579 members 
Entering Unmasked Estep 
Score: -7815232.000000 Penalty: 5469.981934
	Iteration 8F: 3 clusters Score -7815232 nChanged 4287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 51792 members 
Entering Unmasked Estep 
Score: -7818948.500000 Penalty: 5469.981934
	Iteration 9F: 3 clusters Score -7818948 nChanged 3600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 55330 members 
Entering Unmasked Estep 
Score: -7822225.500000 Penalty: 5469.981934
	Iteration 10F: 3 clusters Score -7822226 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 57654 members 
Entering Unmasked Estep 
Score: -7824393.500000 Penalty: 5469.981934
	Iteration 11Q: 3 clusters Score -7824394 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 58989 members 
Entering Unmasked Estep 
Score: -7825545.500000 Penalty: 5469.981934
	Iteration 12Q: 3 clusters Score -7825546 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 59677 members 
Entering Unmasked Estep 
Score: -7826136.500000 Penalty: 5469.981934
	Iteration 13Q: 3 clusters Score -7826136 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 60062 members 
Entering Unmasked Estep 
Score: -7826480.000000 Penalty: 5469.981934
	Iteration 14Q: 3 clusters Score -7826480 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 60277 members 
Entering Unmasked Estep 
Score: -7826694.500000 Penalty: 5469.981934
	Iteration 15Q: 3 clusters Score -7826694 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 60413 members 
Entering Unmasked Estep 
Score: -7826842.000000 Penalty: 5469.981934
	Iteration 16Q: 3 clusters Score -7826842 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 60503 members 
Entering Unmasked Estep 
Score: -7826909.000000 Penalty: 5469.981934
	Iteration 17Q: 3 clusters Score -7826909 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 60571 members 
Entering Unmasked Estep 
Score: -7826993.500000 Penalty: 5469.981934
	Iteration 18Q: 3 clusters Score -7826994 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 60611 members 
Entering Unmasked Estep 
Score: -7827032.500000 Penalty: 5469.981934
	Iteration 19Q: 3 clusters Score -7827032 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 60651 members 
Entering Unmasked Estep 
Score: -7827071.000000 Penalty: 5469.981934
	Iteration 20F: 3 clusters Score -7827071 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 60666 members 
Entering Unmasked Estep 
Score: -7827090.500000 Penalty: 5469.981934
	Iteration 21Q: 3 clusters Score -7827090 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 60681 members 
Entering Unmasked Estep 
Score: -7827105.000000 Penalty: 5469.981934
	Iteration 22Q: 3 clusters Score -7827105 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 60698 members 
Entering Unmasked Estep 
Score: -7827113.000000 Penalty: 5469.981934
	Iteration 23Q: 3 clusters Score -7827113 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 60705 members 
Entering Unmasked Estep 
Score: -7827124.000000 Penalty: 5469.981934
	Iteration 24Q: 3 clusters Score -7827124 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 60705 members 
Entering Unmasked Estep 
Score: -7827134.000000 Penalty: 5469.981934
	Iteration 25Q: 3 clusters Score -7827134 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 60709 members 
Entering Unmasked Estep 
Score: -7827143.000000 Penalty: 5469.981934
	Iteration 26Q: 3 clusters Score -7827143 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 60712 members 
Entering Unmasked Estep 
Score: -7827147.000000 Penalty: 5469.981934
	Iteration 27Q: 3 clusters Score -7827147 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 60713 members 
Entering Unmasked Estep 
Score: -7827151.000000 Penalty: 5469.981934
	Iteration 28Q: 3 clusters Score -7827151 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 60713 members 
Entering Unmasked Estep 
Score: -7827149.000000 Penalty: 5469.981934
	Iteration 29Q: 3 clusters Score -7827149 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 60712 members 
Entering Unmasked Estep 
Score: -7827148.000000 Penalty: 5469.981934
	Iteration 30Q: 3 clusters Score -7827148 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 60712 members 
Entering Unmasked Estep 
Score: -7827148.000000 Penalty: 5469.981934
	Iteration 31F: 3 clusters Score -7827148 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (10998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10998 members 
Entering Unmasked Estep 
Score: -1389689.125000 Penalty: 2307.756104
	Iteration 0F: 2 clusters Score -1389689 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -1381378.125000 Penalty: 4615.512207
	Iteration 0F: 3 clusters Score -1381378 nChanged 4574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -1383771.375000 Penalty: 4615.512207
	Iteration 1F: 3 clusters Score -1383771 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -1384053.875000 Penalty: 4615.512207
	Iteration 2F: 3 clusters Score -1384054 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -1384276.375000 Penalty: 4615.512207
	Iteration 3Q: 3 clusters Score -1384276 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -1384461.250000 Penalty: 4615.512207
	Iteration 4Q: 3 clusters Score -1384461 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -1384625.125000 Penalty: 4615.512207
	Iteration 5Q: 3 clusters Score -1384625 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -1384792.625000 Penalty: 4615.512207
	Iteration 6Q: 3 clusters Score -1384793 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -1384972.250000 Penalty: 4615.512207
	Iteration 7Q: 3 clusters Score -1384972 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -1385170.750000 Penalty: 4615.512207
	Iteration 8Q: 3 clusters Score -1385171 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -1385425.250000 Penalty: 4615.512207
	Iteration 9Q: 3 clusters Score -1385425 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -1385736.250000 Penalty: 4615.512207
	Iteration 10Q: 3 clusters Score -1385736 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
Score: -1386115.125000 Penalty: 4615.512207
	Iteration 11Q: 3 clusters Score -1386115 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -1386512.250000 Penalty: 4615.512207
	Iteration 12Q: 3 clusters Score -1386512 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 9806 members 
Entering Unmasked Estep 
Score: -1386844.875000 Penalty: 4615.512207
	Iteration 13Q: 3 clusters Score -1386845 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 10118 members 
Entering Unmasked Estep 
Score: -1387123.000000 Penalty: 4615.512207
	Iteration 14Q: 3 clusters Score -1387123 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 10311 members 
Entering Unmasked Estep 
Score: -1387303.750000 Penalty: 4615.512207
	Iteration 15Q: 3 clusters Score -1387304 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 10435 members 
Entering Unmasked Estep 
Score: -1387422.000000 Penalty: 4615.512207
	Iteration 16Q: 3 clusters Score -1387422 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 10524 members 
Entering Unmasked Estep 
Score: -1387516.125000 Penalty: 4615.512207
	Iteration 17Q: 3 clusters Score -1387516 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 10567 members 
Entering Unmasked Estep 
Score: -1387570.500000 Penalty: 4615.512207
	Iteration 18Q: 3 clusters Score -1387570 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 10599 members 
Entering Unmasked Estep 
Score: -1387598.625000 Penalty: 4615.512207
	Iteration 19Q: 3 clusters Score -1387599 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 10618 members 
Entering Unmasked Estep 
Score: -1387617.875000 Penalty: 4615.512207
	Iteration 20F: 3 clusters Score -1387618 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 10626 members 
Entering Unmasked Estep 
Score: -1387632.500000 Penalty: 4615.512207
	Iteration 21Q: 3 clusters Score -1387632 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 10634 members 
Entering Unmasked Estep 
Score: -1387637.250000 Penalty: 4615.512207
	Iteration 22Q: 3 clusters Score -1387637 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 10638 members 
Entering Unmasked Estep 
Score: -1387640.250000 Penalty: 4615.512207
	Iteration 23Q: 3 clusters Score -1387640 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 10644 members 
Entering Unmasked Estep 
Score: -1387644.250000 Penalty: 4615.512207
	Iteration 24Q: 3 clusters Score -1387644 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 10649 members 
Entering Unmasked Estep 
Score: -1387651.000000 Penalty: 4615.512207
	Iteration 25Q: 3 clusters Score -1387651 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 10654 members 
Entering Unmasked Estep 
Score: -1387658.250000 Penalty: 4615.512207
	Iteration 26Q: 3 clusters Score -1387658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 10656 members 
Entering Unmasked Estep 
Score: -1387664.375000 Penalty: 4615.512207
	Iteration 27Q: 3 clusters Score -1387664 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 10659 members 
Entering Unmasked Estep 
Score: -1387669.250000 Penalty: 4615.512207
	Iteration 28Q: 3 clusters Score -1387669 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 10659 members 
Entering Unmasked Estep 
Score: -1387669.250000 Penalty: 4615.512207
	Iteration 29F: 3 clusters Score -1387669 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (16561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16561 members 
Entering Unmasked Estep 
Score: -1934350.875000 Penalty: 2409.271729
	Iteration 0F: 2 clusters Score -1934351 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -1922498.000000 Penalty: 4818.543457
	Iteration 0F: 3 clusters Score -1922498 nChanged 7206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -1926555.000000 Penalty: 4818.543457
	Iteration 1F: 3 clusters Score -1926555 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 9142 members 
Entering Unmasked Estep 
Score: -1927124.625000 Penalty: 4818.543457
	Iteration 2F: 3 clusters Score -1927125 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 9434 members 
Entering Unmasked Estep 
Score: -1927591.750000 Penalty: 4818.543457
	Iteration 3F: 3 clusters Score -1927592 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -1928037.500000 Penalty: 4818.543457
	Iteration 4F: 3 clusters Score -1928038 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 10127 members 
Entering Unmasked Estep 
Score: -1928440.375000 Penalty: 4818.543457
	Iteration 5Q: 3 clusters Score -1928440 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 10612 members 
Entering Unmasked Estep 
Score: -1928864.750000 Penalty: 4818.543457
	Iteration 6Q: 3 clusters Score -1928865 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 11143 members 
Entering Unmasked Estep 
Score: -1929299.000000 Penalty: 4818.543457
	Iteration 7Q: 3 clusters Score -1929299 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 11687 members 
Entering Unmasked Estep 
Score: -1929734.750000 Penalty: 4818.543457
	Iteration 8Q: 3 clusters Score -1929735 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 12221 members 
Entering Unmasked Estep 
Score: -1930136.875000 Penalty: 4818.543457
	Iteration 9Q: 3 clusters Score -1930137 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 12770 members 
Entering Unmasked Estep 
Score: -1930557.125000 Penalty: 4818.543457
	Iteration 10Q: 3 clusters Score -1930557 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 13267 members 
Entering Unmasked Estep 
Score: -1930920.500000 Penalty: 4818.543457
	Iteration 11Q: 3 clusters Score -1930920 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 13698 members 
Entering Unmasked Estep 
Score: -1931234.125000 Penalty: 4818.543457
	Iteration 12Q: 3 clusters Score -1931234 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 14063 members 
Entering Unmasked Estep 
Score: -1931474.375000 Penalty: 4818.543457
	Iteration 13Q: 3 clusters Score -1931474 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 14378 members 
Entering Unmasked Estep 
Score: -1931665.250000 Penalty: 4818.543457
	Iteration 14Q: 3 clusters Score -1931665 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 14628 members 
Entering Unmasked Estep 
Score: -1931824.000000 Penalty: 4818.543457
	Iteration 15Q: 3 clusters Score -1931824 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 14816 members 
Entering Unmasked Estep 
Score: -1931917.125000 Penalty: 4818.543457
	Iteration 16Q: 3 clusters Score -1931917 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 14965 members 
Entering Unmasked Estep 
Score: -1931995.875000 Penalty: 4818.543457
	Iteration 17Q: 3 clusters Score -1931996 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 15078 members 
Entering Unmasked Estep 
Score: -1932058.000000 Penalty: 4818.543457
	Iteration 18Q: 3 clusters Score -1932058 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 15180 members 
Entering Unmasked Estep 
Score: -1932108.875000 Penalty: 4818.543457
	Iteration 19Q: 3 clusters Score -1932109 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 15269 members 
Entering Unmasked Estep 
Score: -1932152.375000 Penalty: 4818.543457
	Iteration 20F: 3 clusters Score -1932152 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 15357 members 
Entering Unmasked Estep 
Score: -1932195.125000 Penalty: 4818.543457
	Iteration 21Q: 3 clusters Score -1932195 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 15424 members 
Entering Unmasked Estep 
Score: -1932230.750000 Penalty: 4818.543457
	Iteration 22Q: 3 clusters Score -1932231 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 15481 members 
Entering Unmasked Estep 
Score: -1932254.875000 Penalty: 4818.543457
	Iteration 23Q: 3 clusters Score -1932255 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 15521 members 
Entering Unmasked Estep 
Score: -1932272.875000 Penalty: 4818.543457
	Iteration 24Q: 3 clusters Score -1932273 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 15553 members 
Entering Unmasked Estep 
Score: -1932284.875000 Penalty: 4818.543457
	Iteration 25Q: 3 clusters Score -1932285 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 15583 members 
Entering Unmasked Estep 
Score: -1932304.250000 Penalty: 4818.543457
	Iteration 26Q: 3 clusters Score -1932304 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 15608 members 
Entering Unmasked Estep 
Score: -1932315.875000 Penalty: 4818.543457
	Iteration 27Q: 3 clusters Score -1932316 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 15628 members 
Entering Unmasked Estep 
Score: -1932324.125000 Penalty: 4818.543457
	Iteration 28Q: 3 clusters Score -1932324 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 15647 members 
Entering Unmasked Estep 
Score: -1932336.000000 Penalty: 4818.543457
	Iteration 29Q: 3 clusters Score -1932336 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 15661 members 
Entering Unmasked Estep 
Score: -1932342.875000 Penalty: 4818.543457
	Iteration 30Q: 3 clusters Score -1932343 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 15670 members 
Entering Unmasked Estep 
Score: -1932349.750000 Penalty: 4818.543457
	Iteration 31Q: 3 clusters Score -1932350 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 15677 members 
Entering Unmasked Estep 
Score: -1932351.250000 Penalty: 4818.543457
	Iteration 32Q: 3 clusters Score -1932351 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 15685 members 
Entering Unmasked Estep 
Score: -1932353.875000 Penalty: 4818.543457
	Iteration 33Q: 3 clusters Score -1932354 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 15697 members 
Entering Unmasked Estep 
Score: -1932358.000000 Penalty: 4818.543457
	Iteration 34Q: 3 clusters Score -1932358 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 15711 members 
Entering Unmasked Estep 
Score: -1932362.500000 Penalty: 4818.543457
	Iteration 35Q: 3 clusters Score -1932362 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 15720 members 
Entering Unmasked Estep 
Score: -1932367.625000 Penalty: 4818.543457
	Iteration 36Q: 3 clusters Score -1932368 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 15725 members 
Entering Unmasked Estep 
Score: -1932369.625000 Penalty: 4818.543457
	Iteration 37Q: 3 clusters Score -1932370 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 15735 members 
Entering Unmasked Estep 
Score: -1932379.750000 Penalty: 4818.543457
	Iteration 38Q: 3 clusters Score -1932380 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 15738 members 
Entering Unmasked Estep 
Score: -1932383.875000 Penalty: 4818.543457
	Iteration 39Q: 3 clusters Score -1932384 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 15737 members 
Entering Unmasked Estep 
Score: -1932386.875000 Penalty: 4818.543457
	Iteration 40F: 3 clusters Score -1932387 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 15738 members 
Entering Unmasked Estep 
Score: -1932385.750000 Penalty: 4818.543457
	Iteration 41Q: 3 clusters Score -1932386 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 15738 members 
Entering Unmasked Estep 
Score: -1932385.750000 Penalty: 4818.543457
	Iteration 42F: 3 clusters Score -1932386 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Entering Unmasked Estep 
Score: -374975.875000 Penalty: 1984.999756
	Iteration 0F: 2 clusters Score -374975.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -371731.093750 Penalty: 3969.999512
	Iteration 0F: 3 clusters Score -371731.1 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -372386.062500 Penalty: 3969.999512
	Iteration 1F: 3 clusters Score -372386.1 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -372573.843750 Penalty: 3969.999512
	Iteration 2F: 3 clusters Score -372573.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -372696.125000 Penalty: 3969.999512
	Iteration 3F: 3 clusters Score -372696.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -372765.593750 Penalty: 3969.999512
	Iteration 4Q: 3 clusters Score -372765.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -372816.062500 Penalty: 3969.999512
	Iteration 5Q: 3 clusters Score -372816.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -372855.593750 Penalty: 3969.999512
	Iteration 6Q: 3 clusters Score -372855.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -372892.343750 Penalty: 3969.999512
	Iteration 7Q: 3 clusters Score -372892.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -372922.156250 Penalty: 3969.999512
	Iteration 8Q: 3 clusters Score -372922.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -372958.250000 Penalty: 3969.999512
	Iteration 9Q: 3 clusters Score -372958.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -372988.843750 Penalty: 3969.999512
	Iteration 10Q: 3 clusters Score -372988.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -373019.406250 Penalty: 3969.999512
	Iteration 11Q: 3 clusters Score -373019.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -373040.343750 Penalty: 3969.999512
	Iteration 12Q: 3 clusters Score -373040.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -373057.343750 Penalty: 3969.999512
	Iteration 13Q: 3 clusters Score -373057.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -373077.093750 Penalty: 3969.999512
	Iteration 14Q: 3 clusters Score -373077.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -373091.281250 Penalty: 3969.999512
	Iteration 15Q: 3 clusters Score -373091.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -373097.812500 Penalty: 3969.999512
	Iteration 16Q: 3 clusters Score -373097.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -373104.593750 Penalty: 3969.999512
	Iteration 17Q: 3 clusters Score -373104.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -373110.593750 Penalty: 3969.999512
	Iteration 18Q: 3 clusters Score -373110.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -373111.812500 Penalty: 3969.999512
	Iteration 19Q: 3 clusters Score -373111.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -373113.531250 Penalty: 3969.999512
	Iteration 20F: 3 clusters Score -373113.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Entering Unmasked Estep 
Score: -321945.593750 Penalty: 1947.212036
	Iteration 0F: 2 clusters Score -321945.6 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 1292 members 
Entering Unmasked Estep 
Score: -318956.781250 Penalty: 3894.424072
	Iteration 0F: 3 clusters Score -318956.8 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -319485.812500 Penalty: 3894.424072
	Iteration 1F: 3 clusters Score -319485.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -319657.062500 Penalty: 3894.424072
	Iteration 2F: 3 clusters Score -319657.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -319750.875000 Penalty: 3894.424072
	Iteration 3Q: 3 clusters Score -319750.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -319810.000000 Penalty: 3894.424072
	Iteration 4Q: 3 clusters Score -319810 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -319859.281250 Penalty: 3894.424072
	Iteration 5Q: 3 clusters Score -319859.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -319903.312500 Penalty: 3894.424072
	Iteration 6Q: 3 clusters Score -319903.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -319939.531250 Penalty: 3894.424072
	Iteration 7Q: 3 clusters Score -319939.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -319978.812500 Penalty: 3894.424072
	Iteration 8Q: 3 clusters Score -319978.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -320018.875000 Penalty: 3894.424072
	Iteration 9Q: 3 clusters Score -320018.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -320051.375000 Penalty: 3894.424072
	Iteration 10Q: 3 clusters Score -320051.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -320084.187500 Penalty: 3894.424072
	Iteration 11Q: 3 clusters Score -320084.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -320113.968750 Penalty: 3894.424072
	Iteration 12Q: 3 clusters Score -320114 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -320140.000000 Penalty: 3894.424072
	Iteration 13Q: 3 clusters Score -320140 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -320163.593750 Penalty: 3894.424072
	Iteration 14Q: 3 clusters Score -320163.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -320180.437500 Penalty: 3894.424072
	Iteration 15Q: 3 clusters Score -320180.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -320188.343750 Penalty: 3894.424072
	Iteration 16Q: 3 clusters Score -320188.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -320194.187500 Penalty: 3894.424072
	Iteration 17Q: 3 clusters Score -320194.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -320201.187500 Penalty: 3894.424072
	Iteration 18Q: 3 clusters Score -320201.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -320204.937500 Penalty: 3894.424072
	Iteration 19Q: 3 clusters Score -320204.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -320208.000000 Penalty: 3894.424072
	Iteration 20F: 3 clusters Score -320208 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -320211.375000 Penalty: 3894.424072
	Iteration 21Q: 3 clusters Score -320211.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -320214.531250 Penalty: 3894.424072
	Iteration 22Q: 3 clusters Score -320214.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -320220.250000 Penalty: 3894.424072
	Iteration 23Q: 3 clusters Score -320220.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -320224.875000 Penalty: 3894.424072
	Iteration 24Q: 3 clusters Score -320224.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -320228.187500 Penalty: 3894.424072
	Iteration 25Q: 3 clusters Score -320228.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -320232.343750 Penalty: 3894.424072
	Iteration 26Q: 3 clusters Score -320232.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -320238.156250 Penalty: 3894.424072
	Iteration 27Q: 3 clusters Score -320238.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -320244.937500 Penalty: 3894.424072
	Iteration 28Q: 3 clusters Score -320244.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -320247.031250 Penalty: 3894.424072
	Iteration 29Q: 3 clusters Score -320247 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -320249.687500 Penalty: 3894.424072
	Iteration 30Q: 3 clusters Score -320249.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -320251.343750 Penalty: 3894.424072
	Iteration 31Q: 3 clusters Score -320251.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -320251.687500 Penalty: 3894.424072
	Iteration 32Q: 3 clusters Score -320251.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -320251.687500 Penalty: 3894.424072
	Iteration 33F: 3 clusters Score -320251.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (18662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18662 members 
Entering Unmasked Estep 
Score: -2165851.250000 Penalty: 2438.892578
	Iteration 0F: 2 clusters Score -2165851 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 9459 members 
Entering Unmasked Estep 
Score: -2152803.750000 Penalty: 4877.785156
	Iteration 0F: 3 clusters Score -2152804 nChanged 8092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 10157 members 
Entering Unmasked Estep 
Score: -2157523.000000 Penalty: 4877.785156
	Iteration 1F: 3 clusters Score -2157523 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 10610 members 
Entering Unmasked Estep 
Score: -2158380.750000 Penalty: 4877.785156
	Iteration 2F: 3 clusters Score -2158381 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 11137 members 
Entering Unmasked Estep 
Score: -2159341.250000 Penalty: 4877.785156
	Iteration 3F: 3 clusters Score -2159341 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 11732 members 
Entering Unmasked Estep 
Score: -2160316.250000 Penalty: 4877.785156
	Iteration 4F: 3 clusters Score -2160316 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 12295 members 
Entering Unmasked Estep 
Score: -2161126.250000 Penalty: 4877.785156
	Iteration 5F: 3 clusters Score -2161126 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 12733 members 
Entering Unmasked Estep 
Score: -2161707.500000 Penalty: 4877.785156
	Iteration 6F: 3 clusters Score -2161708 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 13135 members 
Entering Unmasked Estep 
Score: -2162117.000000 Penalty: 4877.785156
	Iteration 7Q: 3 clusters Score -2162117 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 13487 members 
Entering Unmasked Estep 
Score: -2162458.500000 Penalty: 4877.785156
	Iteration 8Q: 3 clusters Score -2162458 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 13759 members 
Entering Unmasked Estep 
Score: -2162680.500000 Penalty: 4877.785156
	Iteration 9Q: 3 clusters Score -2162680 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 14012 members 
Entering Unmasked Estep 
Score: -2162869.500000 Penalty: 4877.785156
	Iteration 10Q: 3 clusters Score -2162870 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 14258 members 
Entering Unmasked Estep 
Score: -2163012.750000 Penalty: 4877.785156
	Iteration 11Q: 3 clusters Score -2163013 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 14465 members 
Entering Unmasked Estep 
Score: -2163123.750000 Penalty: 4877.785156
	Iteration 12Q: 3 clusters Score -2163124 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 14659 members 
Entering Unmasked Estep 
Score: -2163222.000000 Penalty: 4877.785156
	Iteration 13Q: 3 clusters Score -2163222 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 14862 members 
Entering Unmasked Estep 
Score: -2163330.250000 Penalty: 4877.785156
	Iteration 14Q: 3 clusters Score -2163330 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 15046 members 
Entering Unmasked Estep 
Score: -2163423.000000 Penalty: 4877.785156
	Iteration 15Q: 3 clusters Score -2163423 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 15209 members 
Entering Unmasked Estep 
Score: -2163504.500000 Penalty: 4877.785156
	Iteration 16Q: 3 clusters Score -2163504 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 15363 members 
Entering Unmasked Estep 
Score: -2163578.750000 Penalty: 4877.785156
	Iteration 17Q: 3 clusters Score -2163579 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 15516 members 
Entering Unmasked Estep 
Score: -2163653.000000 Penalty: 4877.785156
	Iteration 18Q: 3 clusters Score -2163653 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 15655 members 
Entering Unmasked Estep 
Score: -2163727.000000 Penalty: 4877.785156
	Iteration 19Q: 3 clusters Score -2163727 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 15773 members 
Entering Unmasked Estep 
Score: -2163773.000000 Penalty: 4877.785156
	Iteration 20F: 3 clusters Score -2163773 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 15886 members 
Entering Unmasked Estep 
Score: -2163826.250000 Penalty: 4877.785156
	Iteration 21Q: 3 clusters Score -2163826 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 16005 members 
Entering Unmasked Estep 
Score: -2163885.250000 Penalty: 4877.785156
	Iteration 22Q: 3 clusters Score -2163885 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 16093 members 
Entering Unmasked Estep 
Score: -2163944.000000 Penalty: 4877.785156
	Iteration 23Q: 3 clusters Score -2163944 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 16172 members 
Entering Unmasked Estep 
Score: -2163994.250000 Penalty: 4877.785156
	Iteration 24Q: 3 clusters Score -2163994 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 16249 members 
Entering Unmasked Estep 
Score: -2164041.500000 Penalty: 4877.785156
	Iteration 25Q: 3 clusters Score -2164042 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 16312 members 
Entering Unmasked Estep 
Score: -2164065.500000 Penalty: 4877.785156
	Iteration 26Q: 3 clusters Score -2164066 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 16377 members 
Entering Unmasked Estep 
Score: -2164100.250000 Penalty: 4877.785156
	Iteration 27Q: 3 clusters Score -2164100 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 16423 members 
Entering Unmasked Estep 
Score: -2164107.250000 Penalty: 4877.785156
	Iteration 28Q: 3 clusters Score -2164107 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 16465 members 
Entering Unmasked Estep 
Score: -2164128.000000 Penalty: 4877.785156
	Iteration 29Q: 3 clusters Score -2164128 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 16502 members 
Entering Unmasked Estep 
Score: -2164132.000000 Penalty: 4877.785156
	Iteration 30Q: 3 clusters Score -2164132 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 16527 members 
Entering Unmasked Estep 
Score: -2164136.500000 Penalty: 4877.785156
	Iteration 31Q: 3 clusters Score -2164136 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 16557 members 
Entering Unmasked Estep 
Score: -2164146.250000 Penalty: 4877.785156
	Iteration 32Q: 3 clusters Score -2164146 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 16586 members 
Entering Unmasked Estep 
Score: -2164157.500000 Penalty: 4877.785156
	Iteration 33Q: 3 clusters Score -2164158 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 16608 members 
Entering Unmasked Estep 
Score: -2164161.250000 Penalty: 4877.785156
	Iteration 34Q: 3 clusters Score -2164161 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 16630 members 
Entering Unmasked Estep 
Score: -2164164.750000 Penalty: 4877.785156
	Iteration 35Q: 3 clusters Score -2164165 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 16639 members 
Entering Unmasked Estep 
Score: -2164167.500000 Penalty: 4877.785156
	Iteration 36Q: 3 clusters Score -2164168 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 16643 members 
Entering Unmasked Estep 
Score: -2164171.250000 Penalty: 4877.785156
	Iteration 37Q: 3 clusters Score -2164171 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 16647 members 
Entering Unmasked Estep 
Score: -2164173.250000 Penalty: 4877.785156
	Iteration 38Q: 3 clusters Score -2164173 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 16653 members 
Entering Unmasked Estep 
Score: -2164172.750000 Penalty: 4877.785156
	Iteration 39Q: 3 clusters Score -2164173 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 16657 members 
Entering Unmasked Estep 
Score: -2164173.750000 Penalty: 4877.785156
	Iteration 40F: 3 clusters Score -2164174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 16659 members 
Entering Unmasked Estep 
Score: -2164174.000000 Penalty: 4877.785156
	Iteration 41Q: 3 clusters Score -2164174 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 16664 members 
Entering Unmasked Estep 
Score: -2164174.500000 Penalty: 4877.785156
	Iteration 42Q: 3 clusters Score -2164174 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 16668 members 
Entering Unmasked Estep 
Score: -2164176.750000 Penalty: 4877.785156
	Iteration 43Q: 3 clusters Score -2164177 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 16673 members 
Entering Unmasked Estep 
Score: -2164178.750000 Penalty: 4877.785156
	Iteration 44Q: 3 clusters Score -2164179 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 16680 members 
Entering Unmasked Estep 
Score: -2164176.500000 Penalty: 4877.785156
	Iteration 45Q: 3 clusters Score -2164176 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 16686 members 
Entering Unmasked Estep 
Score: -2164178.500000 Penalty: 4877.785156
	Iteration 46Q: 3 clusters Score -2164178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 16689 members 
Entering Unmasked Estep 
Score: -2164180.750000 Penalty: 4877.785156
	Iteration 47Q: 3 clusters Score -2164181 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 16692 members 
Entering Unmasked Estep 
Score: -2164180.750000 Penalty: 4877.785156
	Iteration 48Q: 3 clusters Score -2164181 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 16692 members 
Entering Unmasked Estep 
Score: -2164184.500000 Penalty: 4877.785156
	Iteration 49Q: 3 clusters Score -2164184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 16694 members 
Entering Unmasked Estep 
Score: -2164186.250000 Penalty: 4877.785156
	Iteration 50Q: 3 clusters Score -2164186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 16696 members 
Entering Unmasked Estep 
Score: -2164182.750000 Penalty: 4877.785156
	Iteration 51Q: 3 clusters Score -2164183 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 16700 members 
Entering Unmasked Estep 
Score: -2164184.250000 Penalty: 4877.785156
	Iteration 52Q: 3 clusters Score -2164184 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 16705 members 
Entering Unmasked Estep 
Score: -2164183.500000 Penalty: 4877.785156
	Iteration 53Q: 3 clusters Score -2164184 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 16710 members 
Entering Unmasked Estep 
Score: -2164186.750000 Penalty: 4877.785156
	Iteration 54Q: 3 clusters Score -2164187 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 16712 members 
Entering Unmasked Estep 
Score: -2164187.000000 Penalty: 4877.785156
	Iteration 55Q: 3 clusters Score -2164187 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 16713 members 
Entering Unmasked Estep 
Score: -2164187.750000 Penalty: 4877.785156
	Iteration 56Q: 3 clusters Score -2164188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 16713 members 
Entering Unmasked Estep 
Score: -2164184.750000 Penalty: 4877.785156
	Iteration 57Q: 3 clusters Score -2164185 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 16715 members 
Entering Unmasked Estep 
Score: -2164184.500000 Penalty: 4877.785156
	Iteration 58Q: 3 clusters Score -2164184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 16717 members 
Entering Unmasked Estep 
Score: -2164186.250000 Penalty: 4877.785156
	Iteration 59Q: 3 clusters Score -2164186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 16720 members 
Entering Unmasked Estep 
Score: -2164190.250000 Penalty: 4877.785156
	Iteration 60F: 3 clusters Score -2164190 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 16723 members 
Entering Unmasked Estep 
Score: -2164191.750000 Penalty: 4877.785156
	Iteration 61Q: 3 clusters Score -2164192 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 16727 members 
Entering Unmasked Estep 
Score: -2164188.000000 Penalty: 4877.785156
	Iteration 62Q: 3 clusters Score -2164188 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 16733 members 
Entering Unmasked Estep 
Score: -2164188.750000 Penalty: 4877.785156
	Iteration 63Q: 3 clusters Score -2164189 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 16743 members 
Entering Unmasked Estep 
Score: -2164194.000000 Penalty: 4877.785156
	Iteration 64Q: 3 clusters Score -2164194 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 16758 members 
Entering Unmasked Estep 
Score: -2164201.750000 Penalty: 4877.785156
	Iteration 65Q: 3 clusters Score -2164202 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 16773 members 
Entering Unmasked Estep 
Score: -2164205.000000 Penalty: 4877.785156
	Iteration 66Q: 3 clusters Score -2164205 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 16779 members 
Entering Unmasked Estep 
Score: -2164205.500000 Penalty: 4877.785156
	Iteration 67Q: 3 clusters Score -2164206 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 16783 members 
Entering Unmasked Estep 
Score: -2164203.250000 Penalty: 4877.785156
	Iteration 68Q: 3 clusters Score -2164203 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 16786 members 
Entering Unmasked Estep 
Score: -2164204.750000 Penalty: 4877.785156
	Iteration 69Q: 3 clusters Score -2164205 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 16790 members 
Entering Unmasked Estep 
Score: -2164206.750000 Penalty: 4877.785156
	Iteration 70Q: 3 clusters Score -2164207 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 16797 members 
Entering Unmasked Estep 
Score: -2164206.500000 Penalty: 4877.785156
	Iteration 71Q: 3 clusters Score -2164206 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 16803 members 
Entering Unmasked Estep 
Score: -2164204.000000 Penalty: 4877.785156
	Iteration 72Q: 3 clusters Score -2164204 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 16811 members 
Entering Unmasked Estep 
Score: -2164204.000000 Penalty: 4877.785156
	Iteration 73Q: 3 clusters Score -2164204 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 16817 members 
Entering Unmasked Estep 
Score: -2164207.750000 Penalty: 4877.785156
	Iteration 74Q: 3 clusters Score -2164208 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 16821 members 
Entering Unmasked Estep 
Score: -2164209.000000 Penalty: 4877.785156
	Iteration 75Q: 3 clusters Score -2164209 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 16826 members 
Entering Unmasked Estep 
Score: -2164209.250000 Penalty: 4877.785156
	Iteration 76Q: 3 clusters Score -2164209 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 16829 members 
Entering Unmasked Estep 
Score: -2164211.250000 Penalty: 4877.785156
	Iteration 77Q: 3 clusters Score -2164211 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 16829 members 
Entering Unmasked Estep 
Score: -2164211.250000 Penalty: 4877.785156
	Iteration 78F: 3 clusters Score -2164211 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (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: -253786.125000 Penalty: 1893.315674
	Iteration 0F: 2 clusters Score -253786.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -251097.750000 Penalty: 3786.631348
	Iteration 0F: 3 clusters Score -251097.8 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -251591.625000 Penalty: 3786.631348
	Iteration 1F: 3 clusters Score -251591.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -251711.156250 Penalty: 3786.631348
	Iteration 2F: 3 clusters Score -251711.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -251784.218750 Penalty: 3786.631348
	Iteration 3Q: 3 clusters Score -251784.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -251843.375000 Penalty: 3786.631348
	Iteration 4Q: 3 clusters Score -251843.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -251876.953125 Penalty: 3786.631348
	Iteration 5Q: 3 clusters Score -251877 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -251894.515625 Penalty: 3786.631348
	Iteration 6Q: 3 clusters Score -251894.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -251916.250000 Penalty: 3786.631348
	Iteration 7Q: 3 clusters Score -251916.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -251940.343750 Penalty: 3786.631348
	Iteration 8Q: 3 clusters Score -251940.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -251957.250000 Penalty: 3786.631348
	Iteration 9Q: 3 clusters Score -251957.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -251976.875000 Penalty: 3786.631348
	Iteration 10Q: 3 clusters Score -251976.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -252014.296875 Penalty: 3786.631348
	Iteration 11Q: 3 clusters Score -252014.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -252065.671875 Penalty: 3786.631348
	Iteration 12Q: 3 clusters Score -252065.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -252110.593750 Penalty: 3786.631348
	Iteration 13Q: 3 clusters Score -252110.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -252146.953125 Penalty: 3786.631348
	Iteration 14Q: 3 clusters Score -252147 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -252173.062500 Penalty: 3786.631348
	Iteration 15Q: 3 clusters Score -252173.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -252194.531250 Penalty: 3786.631348
	Iteration 16Q: 3 clusters Score -252194.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -252218.515625 Penalty: 3786.631348
	Iteration 17Q: 3 clusters Score -252218.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -252238.421875 Penalty: 3786.631348
	Iteration 18Q: 3 clusters Score -252238.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -252248.343750 Penalty: 3786.631348
	Iteration 19Q: 3 clusters Score -252248.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -252263.453125 Penalty: 3786.631348
	Iteration 20F: 3 clusters Score -252263.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -252280.890625 Penalty: 3786.631348
	Iteration 21Q: 3 clusters Score -252280.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -252295.203125 Penalty: 3786.631348
	Iteration 22Q: 3 clusters Score -252295.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -252306.687500 Penalty: 3786.631348
	Iteration 23Q: 3 clusters Score -252306.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -252315.125000 Penalty: 3786.631348
	Iteration 24Q: 3 clusters Score -252315.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -252321.953125 Penalty: 3786.631348
	Iteration 25Q: 3 clusters Score -252322 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -252326.562500 Penalty: 3786.631348
	Iteration 26Q: 3 clusters Score -252326.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -252329.359375 Penalty: 3786.631348
	Iteration 27Q: 3 clusters Score -252329.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -252332.296875 Penalty: 3786.631348
	Iteration 28Q: 3 clusters Score -252332.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -252332.796875 Penalty: 3786.631348
	Iteration 29Q: 3 clusters Score -252332.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -252332.750000 Penalty: 3786.631348
	Iteration 30Q: 3 clusters Score -252332.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -252333.140625 Penalty: 3786.631348
	Iteration 31Q: 3 clusters Score -252333.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -252333.140625 Penalty: 3786.631348
	Iteration 32F: 3 clusters Score -252333.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (22283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22283 members 
Entering Unmasked Estep 
Score: -2948504.000000 Penalty: 2482.871826
	Iteration 0F: 2 clusters Score -2948504 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11082 members 
Mstep: Class 2 contains 11201 members 
Entering Unmasked Estep 
Score: -2933018.500000 Penalty: 4965.743652
	Iteration 0F: 3 clusters Score -2933018 nChanged 9867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10637 members 
Mstep: Class 2 contains 11646 members 
Entering Unmasked Estep 
Score: -2938182.500000 Penalty: 4965.743652
	Iteration 1F: 3 clusters Score -2938182 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10385 members 
Mstep: Class 2 contains 11898 members 
Entering Unmasked Estep 
Score: -2938557.250000 Penalty: 4965.743652
	Iteration 2F: 3 clusters Score -2938557 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10041 members 
Mstep: Class 2 contains 12242 members 
Entering Unmasked Estep 
Score: -2938899.000000 Penalty: 4965.743652
	Iteration 3Q: 3 clusters Score -2938899 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 12670 members 
Entering Unmasked Estep 
Score: -2939191.000000 Penalty: 4965.743652
	Iteration 4Q: 3 clusters Score -2939191 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 13180 members 
Entering Unmasked Estep 
Score: -2939481.500000 Penalty: 4965.743652
	Iteration 5Q: 3 clusters Score -2939482 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 13847 members 
Entering Unmasked Estep 
Score: -2939821.500000 Penalty: 4965.743652
	Iteration 6Q: 3 clusters Score -2939822 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 14652 members 
Entering Unmasked Estep 
Score: -2940281.750000 Penalty: 4965.743652
	Iteration 7Q: 3 clusters Score -2940282 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 15651 members 
Entering Unmasked Estep 
Score: -2940909.750000 Penalty: 4965.743652
	Iteration 8Q: 3 clusters Score -2940910 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 16850 members 
Entering Unmasked Estep 
Score: -2941792.000000 Penalty: 4965.743652
	Iteration 9F: 3 clusters Score -2941792 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 18156 members 
Entering Unmasked Estep 
Score: -2942889.000000 Penalty: 4965.743652
	Iteration 10F: 3 clusters Score -2942889 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 19341 members 
Entering Unmasked Estep 
Score: -2943948.250000 Penalty: 4965.743652
	Iteration 11F: 3 clusters Score -2943948 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 20263 members 
Entering Unmasked Estep 
Score: -2944774.250000 Penalty: 4965.743652
	Iteration 12Q: 3 clusters Score -2944774 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 20876 members 
Entering Unmasked Estep 
Score: -2945345.000000 Penalty: 4965.743652
	Iteration 13Q: 3 clusters Score -2945345 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 21269 members 
Entering Unmasked Estep 
Score: -2945699.250000 Penalty: 4965.743652
	Iteration 14Q: 3 clusters Score -2945699 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 21506 members 
Entering Unmasked Estep 
Score: -2945918.750000 Penalty: 4965.743652
	Iteration 15Q: 3 clusters Score -2945919 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 21647 members 
Entering Unmasked Estep 
Score: -2946059.500000 Penalty: 4965.743652
	Iteration 16Q: 3 clusters Score -2946060 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 21739 members 
Entering Unmasked Estep 
Score: -2946155.000000 Penalty: 4965.743652
	Iteration 17Q: 3 clusters Score -2946155 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 21786 members 
Entering Unmasked Estep 
Score: -2946205.500000 Penalty: 4965.743652
	Iteration 18Q: 3 clusters Score -2946206 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 21820 members 
Entering Unmasked Estep 
Score: -2946229.250000 Penalty: 4965.743652
	Iteration 19Q: 3 clusters Score -2946229 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 21840 members 
Entering Unmasked Estep 
Score: -2946252.250000 Penalty: 4965.743652
	Iteration 20F: 3 clusters Score -2946252 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 21860 members 
Entering Unmasked Estep 
Score: -2946270.500000 Penalty: 4965.743652
	Iteration 21Q: 3 clusters Score -2946270 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 21871 members 
Entering Unmasked Estep 
Score: -2946292.750000 Penalty: 4965.743652
	Iteration 22Q: 3 clusters Score -2946293 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 21879 members 
Entering Unmasked Estep 
Score: -2946301.500000 Penalty: 4965.743652
	Iteration 23Q: 3 clusters Score -2946302 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 21891 members 
Entering Unmasked Estep 
Score: -2946316.750000 Penalty: 4965.743652
	Iteration 24Q: 3 clusters Score -2946317 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 21896 members 
Entering Unmasked Estep 
Score: -2946321.750000 Penalty: 4965.743652
	Iteration 25Q: 3 clusters Score -2946322 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 21900 members 
Entering Unmasked Estep 
Score: -2946323.750000 Penalty: 4965.743652
	Iteration 26Q: 3 clusters Score -2946324 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 21906 members 
Entering Unmasked Estep 
Score: -2946332.500000 Penalty: 4965.743652
	Iteration 27Q: 3 clusters Score -2946332 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 21910 members 
Entering Unmasked Estep 
Score: -2946335.250000 Penalty: 4965.743652
	Iteration 28Q: 3 clusters Score -2946335 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 21913 members 
Entering Unmasked Estep 
Score: -2946339.750000 Penalty: 4965.743652
	Iteration 29Q: 3 clusters Score -2946340 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 21915 members 
Entering Unmasked Estep 
Score: -2946341.500000 Penalty: 4965.743652
	Iteration 30Q: 3 clusters Score -2946342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 21917 members 
Entering Unmasked Estep 
Score: -2946343.750000 Penalty: 4965.743652
	Iteration 31Q: 3 clusters Score -2946344 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 21918 members 
Entering Unmasked Estep 
Score: -2946345.250000 Penalty: 4965.743652
	Iteration 32Q: 3 clusters Score -2946345 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 21919 members 
Entering Unmasked Estep 
Score: -2946346.750000 Penalty: 4965.743652
	Iteration 33Q: 3 clusters Score -2946347 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 21920 members 
Entering Unmasked Estep 
Score: -2946345.750000 Penalty: 4965.743652
	Iteration 34Q: 3 clusters Score -2946346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 21922 members 
Entering Unmasked Estep 
Score: -2946352.500000 Penalty: 4965.743652
	Iteration 35Q: 3 clusters Score -2946352 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 21926 members 
Entering Unmasked Estep 
Score: -2946354.000000 Penalty: 4965.743652
	Iteration 36Q: 3 clusters Score -2946354 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 21927 members 
Entering Unmasked Estep 
Score: -2946357.500000 Penalty: 4965.743652
	Iteration 37Q: 3 clusters Score -2946358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 21929 members 
Entering Unmasked Estep 
Score: -2946358.750000 Penalty: 4965.743652
	Iteration 38Q: 3 clusters Score -2946359 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 21931 members 
Entering Unmasked Estep 
Score: -2946359.250000 Penalty: 4965.743652
	Iteration 39Q: 3 clusters Score -2946359 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 21931 members 
Entering Unmasked Estep 
Score: -2946359.250000 Penalty: 4965.743652
	Iteration 40F: 3 clusters Score -2946359 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (6174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Entering Unmasked Estep 
Score: -780219.375000 Penalty: 2164.569336
	Iteration 0F: 2 clusters Score -780219.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -774949.187500 Penalty: 4329.138672
	Iteration 0F: 3 clusters Score -774949.2 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -776354.375000 Penalty: 4329.138672
	Iteration 1F: 3 clusters Score -776354.4 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -776717.250000 Penalty: 4329.138672
	Iteration 2F: 3 clusters Score -776717.2 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -777015.500000 Penalty: 4329.138672
	Iteration 3F: 3 clusters Score -777015.5 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -777339.687500 Penalty: 4329.138672
	Iteration 4F: 3 clusters Score -777339.7 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -777722.937500 Penalty: 4329.138672
	Iteration 5F: 3 clusters Score -777722.9 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -778129.125000 Penalty: 4329.138672
	Iteration 6F: 3 clusters Score -778129.1 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -778486.562500 Penalty: 4329.138672
	Iteration 7F: 3 clusters Score -778486.6 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -778782.937500 Penalty: 4329.138672
	Iteration 8Q: 3 clusters Score -778782.9 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -779044.687500 Penalty: 4329.138672
	Iteration 9Q: 3 clusters Score -779044.7 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -779246.750000 Penalty: 4329.138672
	Iteration 10Q: 3 clusters Score -779246.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -779397.562500 Penalty: 4329.138672
	Iteration 11Q: 3 clusters Score -779397.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -779483.625000 Penalty: 4329.138672
	Iteration 12Q: 3 clusters Score -779483.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -779524.062500 Penalty: 4329.138672
	Iteration 13Q: 3 clusters Score -779524.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -779551.500000 Penalty: 4329.138672
	Iteration 14Q: 3 clusters Score -779551.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -779574.750000 Penalty: 4329.138672
	Iteration 15Q: 3 clusters Score -779574.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -779590.750000 Penalty: 4329.138672
	Iteration 16Q: 3 clusters Score -779590.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -779600.937500 Penalty: 4329.138672
	Iteration 17Q: 3 clusters Score -779600.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -779605.500000 Penalty: 4329.138672
	Iteration 18Q: 3 clusters Score -779605.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -779607.875000 Penalty: 4329.138672
	Iteration 19Q: 3 clusters Score -779607.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -779608.312500 Penalty: 4329.138672
	Iteration 20F: 3 clusters Score -779608.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -779608.750000 Penalty: 4329.138672
	Iteration 21Q: 3 clusters Score -779608.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -779609.312500 Penalty: 4329.138672
	Iteration 22Q: 3 clusters Score -779609.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -779609.875000 Penalty: 4329.138672
	Iteration 23Q: 3 clusters Score -779609.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -779610.250000 Penalty: 4329.138672
	Iteration 24Q: 3 clusters Score -779610.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -779610.250000 Penalty: 4329.138672
	Iteration 25F: 3 clusters Score -779610.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (4152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Entering Unmasked Estep 
Score: -745575.500000 Penalty: 2066.173584
	Iteration 0F: 2 clusters Score -745575.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -741628.937500 Penalty: 4132.347168
	Iteration 0F: 3 clusters Score -741628.9 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -742631.625000 Penalty: 4132.347168
	Iteration 1F: 3 clusters Score -742631.6 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -743119.250000 Penalty: 4132.347168
	Iteration 2F: 3 clusters Score -743119.2 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -743621.437500 Penalty: 4132.347168
	Iteration 3F: 3 clusters Score -743621.4 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -744082.625000 Penalty: 4132.347168
	Iteration 4F: 3 clusters Score -744082.6 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -744440.625000 Penalty: 4132.347168
	Iteration 5F: 3 clusters Score -744440.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -744698.562500 Penalty: 4132.347168
	Iteration 6Q: 3 clusters Score -744698.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -744858.625000 Penalty: 4132.347168
	Iteration 7Q: 3 clusters Score -744858.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -744939.437500 Penalty: 4132.347168
	Iteration 8Q: 3 clusters Score -744939.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -744973.812500 Penalty: 4132.347168
	Iteration 9Q: 3 clusters Score -744973.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -744992.062500 Penalty: 4132.347168
	Iteration 10Q: 3 clusters Score -744992.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -745002.312500 Penalty: 4132.347168
	Iteration 11Q: 3 clusters Score -745002.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -745006.250000 Penalty: 4132.347168
	Iteration 12Q: 3 clusters Score -745006.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -745013.937500 Penalty: 4132.347168
	Iteration 13Q: 3 clusters Score -745013.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -745017.187500 Penalty: 4132.347168
	Iteration 14Q: 3 clusters Score -745017.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -745021.812500 Penalty: 4132.347168
	Iteration 15Q: 3 clusters Score -745021.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -745022.250000 Penalty: 4132.347168
	Iteration 16Q: 3 clusters Score -745022.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -745023.500000 Penalty: 4132.347168
	Iteration 17Q: 3 clusters Score -745023.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -745023.500000 Penalty: 4132.347168
	Iteration 18F: 3 clusters Score -745023.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (37122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37122 members 
Entering Unmasked Estep 
Score: -4832786.500000 Penalty: 2609.447266
	Iteration 0F: 2 clusters Score -4832786 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18578 members 
Mstep: Class 2 contains 18544 members 
Entering Unmasked Estep 
Score: -4807503.500000 Penalty: 5218.894531
	Iteration 0F: 3 clusters Score -4807504 nChanged 16952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19084 members 
Mstep: Class 2 contains 18038 members 
Entering Unmasked Estep 
Score: -4816909.500000 Penalty: 5218.894531
	Iteration 1F: 3 clusters Score -4816910 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19348 members 
Mstep: Class 2 contains 17774 members 
Entering Unmasked Estep 
Score: -4817582.500000 Penalty: 5218.894531
	Iteration 2Q: 3 clusters Score -4817582 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19762 members 
Mstep: Class 2 contains 17360 members 
Entering Unmasked Estep 
Score: -4818340.000000 Penalty: 5218.894531
	Iteration 3Q: 3 clusters Score -4818340 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20349 members 
Mstep: Class 2 contains 16773 members 
Entering Unmasked Estep 
Score: -4819271.000000 Penalty: 5218.894531
	Iteration 4F: 3 clusters Score -4819271 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21180 members 
Mstep: Class 2 contains 15942 members 
Entering Unmasked Estep 
Score: -4820498.000000 Penalty: 5218.894531
	Iteration 5F: 3 clusters Score -4820498 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22291 members 
Mstep: Class 2 contains 14831 members 
Entering Unmasked Estep 
Score: -4822137.500000 Penalty: 5218.894531
	Iteration 6F: 3 clusters Score -4822138 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23520 members 
Mstep: Class 2 contains 13602 members 
Entering Unmasked Estep 
Score: -4824076.500000 Penalty: 5218.894531
	Iteration 7F: 3 clusters Score -4824076 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24630 members 
Mstep: Class 2 contains 12492 members 
Entering Unmasked Estep 
Score: -4826014.000000 Penalty: 5218.894531
	Iteration 8F: 3 clusters Score -4826014 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25453 members 
Mstep: Class 2 contains 11669 members 
Entering Unmasked Estep 
Score: -4827530.500000 Penalty: 5218.894531
	Iteration 9F: 3 clusters Score -4827530 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25965 members 
Mstep: Class 2 contains 11157 members 
Entering Unmasked Estep 
Score: -4828288.500000 Penalty: 5218.894531
	Iteration 10Q: 3 clusters Score -4828288 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26335 members 
Mstep: Class 2 contains 10787 members 
Entering Unmasked Estep 
Score: -4828557.000000 Penalty: 5218.894531
	Iteration 11Q: 3 clusters Score -4828557 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26676 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -4828688.000000 Penalty: 5218.894531
	Iteration 12Q: 3 clusters Score -4828688 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26956 members 
Mstep: Class 2 contains 10166 members 
Entering Unmasked Estep 
Score: -4828755.500000 Penalty: 5218.894531
	Iteration 13Q: 3 clusters Score -4828756 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27214 members 
Mstep: Class 2 contains 9908 members 
Entering Unmasked Estep 
Score: -4828805.500000 Penalty: 5218.894531
	Iteration 14Q: 3 clusters Score -4828806 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27439 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -4828847.500000 Penalty: 5218.894531
	Iteration 15Q: 3 clusters Score -4828848 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27662 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -4828881.000000 Penalty: 5218.894531
	Iteration 16Q: 3 clusters Score -4828881 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27881 members 
Mstep: Class 2 contains 9241 members 
Entering Unmasked Estep 
Score: -4828931.000000 Penalty: 5218.894531
	Iteration 17Q: 3 clusters Score -4828931 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28085 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -4828952.500000 Penalty: 5218.894531
	Iteration 18Q: 3 clusters Score -4828952 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28287 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -4828987.000000 Penalty: 5218.894531
	Iteration 19Q: 3 clusters Score -4828987 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28498 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -4829014.500000 Penalty: 5218.894531
	Iteration 20F: 3 clusters Score -4829014 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28721 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -4829063.500000 Penalty: 5218.894531
	Iteration 21Q: 3 clusters Score -4829064 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28949 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -4829116.500000 Penalty: 5218.894531
	Iteration 22Q: 3 clusters Score -4829116 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29174 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -4829158.000000 Penalty: 5218.894531
	Iteration 23Q: 3 clusters Score -4829158 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29411 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -4829182.000000 Penalty: 5218.894531
	Iteration 24Q: 3 clusters Score -4829182 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29635 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -4829217.000000 Penalty: 5218.894531
	Iteration 25Q: 3 clusters Score -4829217 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29821 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -4829254.500000 Penalty: 5218.894531
	Iteration 26Q: 3 clusters Score -4829254 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30024 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -4829283.000000 Penalty: 5218.894531
	Iteration 27Q: 3 clusters Score -4829283 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30215 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -4829308.000000 Penalty: 5218.894531
	Iteration 28Q: 3 clusters Score -4829308 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30400 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -4829348.500000 Penalty: 5218.894531
	Iteration 29Q: 3 clusters Score -4829348 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30596 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -4829390.500000 Penalty: 5218.894531
	Iteration 30Q: 3 clusters Score -4829390 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30779 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -4829434.000000 Penalty: 5218.894531
	Iteration 31Q: 3 clusters Score -4829434 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30977 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -4829478.000000 Penalty: 5218.894531
	Iteration 32Q: 3 clusters Score -4829478 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31180 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -4829524.000000 Penalty: 5218.894531
	Iteration 33Q: 3 clusters Score -4829524 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31384 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -4829590.000000 Penalty: 5218.894531
	Iteration 34Q: 3 clusters Score -4829590 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31574 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -4829636.500000 Penalty: 5218.894531
	Iteration 35Q: 3 clusters Score -4829636 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31735 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -4829672.000000 Penalty: 5218.894531
	Iteration 36Q: 3 clusters Score -4829672 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31898 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -4829716.500000 Penalty: 5218.894531
	Iteration 37Q: 3 clusters Score -4829716 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32050 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -4829740.000000 Penalty: 5218.894531
	Iteration 38Q: 3 clusters Score -4829740 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32182 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -4829785.500000 Penalty: 5218.894531
	Iteration 39Q: 3 clusters Score -4829786 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32303 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -4829826.000000 Penalty: 5218.894531
	Iteration 40F: 3 clusters Score -4829826 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32425 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -4829836.000000 Penalty: 5218.894531
	Iteration 41Q: 3 clusters Score -4829836 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32545 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -4829868.000000 Penalty: 5218.894531
	Iteration 42Q: 3 clusters Score -4829868 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32673 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -4829900.000000 Penalty: 5218.894531
	Iteration 43Q: 3 clusters Score -4829900 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32770 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -4829911.500000 Penalty: 5218.894531
	Iteration 44Q: 3 clusters Score -4829912 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32883 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -4829931.500000 Penalty: 5218.894531
	Iteration 45Q: 3 clusters Score -4829932 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32988 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -4829954.000000 Penalty: 5218.894531
	Iteration 46Q: 3 clusters Score -4829954 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33095 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -4829997.500000 Penalty: 5218.894531
	Iteration 47Q: 3 clusters Score -4829998 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33212 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -4830021.500000 Penalty: 5218.894531
	Iteration 48Q: 3 clusters Score -4830022 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33326 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -4830049.500000 Penalty: 5218.894531
	Iteration 49Q: 3 clusters Score -4830050 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33424 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -4830092.000000 Penalty: 5218.894531
	Iteration 50Q: 3 clusters Score -4830092 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33553 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -4830128.000000 Penalty: 5218.894531
	Iteration 51Q: 3 clusters Score -4830128 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33672 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -4830144.000000 Penalty: 5218.894531
	Iteration 52Q: 3 clusters Score -4830144 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33789 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -4830186.500000 Penalty: 5218.894531
	Iteration 53Q: 3 clusters Score -4830186 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33910 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -4830239.000000 Penalty: 5218.894531
	Iteration 54Q: 3 clusters Score -4830239 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34041 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -4830270.500000 Penalty: 5218.894531
	Iteration 55Q: 3 clusters Score -4830270 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34152 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -4830306.500000 Penalty: 5218.894531
	Iteration 56Q: 3 clusters Score -4830306 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34260 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -4830364.000000 Penalty: 5218.894531
	Iteration 57Q: 3 clusters Score -4830364 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34361 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -4830413.000000 Penalty: 5218.894531
	Iteration 58Q: 3 clusters Score -4830413 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34474 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -4830485.000000 Penalty: 5218.894531
	Iteration 59Q: 3 clusters Score -4830485 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34589 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -4830559.500000 Penalty: 5218.894531
	Iteration 60F: 3 clusters Score -4830560 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34697 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -4830668.000000 Penalty: 5218.894531
	Iteration 61Q: 3 clusters Score -4830668 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34784 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -4830737.500000 Penalty: 5218.894531
	Iteration 62Q: 3 clusters Score -4830738 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34844 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -4830818.500000 Penalty: 5218.894531
	Iteration 63Q: 3 clusters Score -4830818 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34895 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -4830859.000000 Penalty: 5218.894531
	Iteration 64Q: 3 clusters Score -4830859 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34942 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -4830907.000000 Penalty: 5218.894531
	Iteration 65Q: 3 clusters Score -4830907 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34968 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -4830915.000000 Penalty: 5218.894531
	Iteration 66Q: 3 clusters Score -4830915 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34986 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -4830929.000000 Penalty: 5218.894531
	Iteration 67Q: 3 clusters Score -4830929 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35004 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -4830961.000000 Penalty: 5218.894531
	Iteration 68Q: 3 clusters Score -4830961 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35029 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -4830973.500000 Penalty: 5218.894531
	Iteration 69Q: 3 clusters Score -4830974 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35051 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -4830973.000000 Penalty: 5218.894531
	Iteration 70Q: 3 clusters Score -4830973 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35057 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -4830997.500000 Penalty: 5218.894531
	Iteration 71Q: 3 clusters Score -4830998 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35054 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -4830996.000000 Penalty: 5218.894531
	Iteration 72Q: 3 clusters Score -4830996 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35053 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -4831002.500000 Penalty: 5218.894531
	Iteration 73Q: 3 clusters Score -4831002 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35056 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -4831004.000000 Penalty: 5218.894531
	Iteration 74Q: 3 clusters Score -4831004 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35061 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -4831010.500000 Penalty: 5218.894531
	Iteration 75Q: 3 clusters Score -4831010 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35065 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -4831014.500000 Penalty: 5218.894531
	Iteration 76Q: 3 clusters Score -4831014 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35067 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -4831016.000000 Penalty: 5218.894531
	Iteration 77Q: 3 clusters Score -4831016 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35066 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -4831013.000000 Penalty: 5218.894531
	Iteration 78Q: 3 clusters Score -4831013 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35067 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -4831010.500000 Penalty: 5218.894531
	Iteration 79Q: 3 clusters Score -4831010 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35066 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -4831012.000000 Penalty: 5218.894531
	Iteration 80F: 3 clusters Score -4831012 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35066 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -4831014.500000 Penalty: 5218.894531
	Iteration 81Q: 3 clusters Score -4831014 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35070 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -4831018.000000 Penalty: 5218.894531
	Iteration 82Q: 3 clusters Score -4831018 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35070 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -4831021.500000 Penalty: 5218.894531
	Iteration 83Q: 3 clusters Score -4831022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35071 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -4831019.000000 Penalty: 5218.894531
	Iteration 84Q: 3 clusters Score -4831019 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35075 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -4831023.500000 Penalty: 5218.894531
	Iteration 85Q: 3 clusters Score -4831024 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35078 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -4831023.500000 Penalty: 5218.894531
	Iteration 86Q: 3 clusters Score -4831024 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35081 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -4831028.500000 Penalty: 5218.894531
	Iteration 87Q: 3 clusters Score -4831028 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35081 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -4831028.500000 Penalty: 5218.894531
	Iteration 88F: 3 clusters Score -4831028 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (4527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Entering Unmasked Estep 
Score: -558546.312500 Penalty: 2087.618164
	Iteration 0F: 2 clusters Score -558546.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -554370.750000 Penalty: 4175.236328
	Iteration 0F: 3 clusters Score -554370.8 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -555438.937500 Penalty: 4175.236328
	Iteration 1F: 3 clusters Score -555438.9 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -555762.500000 Penalty: 4175.236328
	Iteration 2F: 3 clusters Score -555762.5 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -556050.375000 Penalty: 4175.236328
	Iteration 3F: 3 clusters Score -556050.4 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -556338.125000 Penalty: 4175.236328
	Iteration 4F: 3 clusters Score -556338.1 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -556638.437500 Penalty: 4175.236328
	Iteration 5F: 3 clusters Score -556638.4 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -556960.125000 Penalty: 4175.236328
	Iteration 6F: 3 clusters Score -556960.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -557189.625000 Penalty: 4175.236328
	Iteration 7Q: 3 clusters Score -557189.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -557339.500000 Penalty: 4175.236328
	Iteration 8Q: 3 clusters Score -557339.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -557457.125000 Penalty: 4175.236328
	Iteration 9Q: 3 clusters Score -557457.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -557602.375000 Penalty: 4175.236328
	Iteration 10Q: 3 clusters Score -557602.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -557731.625000 Penalty: 4175.236328
	Iteration 11Q: 3 clusters Score -557731.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -557818.312500 Penalty: 4175.236328
	Iteration 12Q: 3 clusters Score -557818.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -557872.500000 Penalty: 4175.236328
	Iteration 13Q: 3 clusters Score -557872.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -557914.250000 Penalty: 4175.236328
	Iteration 14Q: 3 clusters Score -557914.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -557955.625000 Penalty: 4175.236328
	Iteration 15Q: 3 clusters Score -557955.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -557995.750000 Penalty: 4175.236328
	Iteration 16Q: 3 clusters Score -557995.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -558034.125000 Penalty: 4175.236328
	Iteration 17Q: 3 clusters Score -558034.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -558059.937500 Penalty: 4175.236328
	Iteration 18Q: 3 clusters Score -558059.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -558075.687500 Penalty: 4175.236328
	Iteration 19Q: 3 clusters Score -558075.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -558084.937500 Penalty: 4175.236328
	Iteration 20F: 3 clusters Score -558084.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -558092.625000 Penalty: 4175.236328
	Iteration 21Q: 3 clusters Score -558092.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -558099.000000 Penalty: 4175.236328
	Iteration 22Q: 3 clusters Score -558099 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -558102.312500 Penalty: 4175.236328
	Iteration 23Q: 3 clusters Score -558102.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -558105.375000 Penalty: 4175.236328
	Iteration 24Q: 3 clusters Score -558105.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -558104.625000 Penalty: 4175.236328
	Iteration 25Q: 3 clusters Score -558104.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -558105.875000 Penalty: 4175.236328
	Iteration 26Q: 3 clusters Score -558105.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -558105.875000 Penalty: 4175.236328
	Iteration 27F: 3 clusters Score -558105.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Entering Unmasked Estep 
Score: -44904.378906 Penalty: 1531.614990
	Iteration 0F: 2 clusters Score -44904.38 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 216 members 
Entering Unmasked Estep 
Score: -43465.824219 Penalty: 3063.229980
	Iteration 0F: 3 clusters Score -43465.82 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -43676.691406 Penalty: 3063.229980
	Iteration 1F: 3 clusters Score -43676.69 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -43752.679688 Penalty: 3063.229980
	Iteration 2F: 3 clusters Score -43752.68 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -43810.785156 Penalty: 3063.229980
	Iteration 3Q: 3 clusters Score -43810.79 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -43848.550781 Penalty: 3063.229980
	Iteration 4Q: 3 clusters Score -43848.55 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -43878.574219 Penalty: 3063.229980
	Iteration 5Q: 3 clusters Score -43878.57 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -43900.328125 Penalty: 3063.229980
	Iteration 6Q: 3 clusters Score -43900.33 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -43928.710938 Penalty: 3063.229980
	Iteration 7Q: 3 clusters Score -43928.71 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -43972.332031 Penalty: 3063.229980
	Iteration 8Q: 3 clusters Score -43972.33 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -44002.902344 Penalty: 3063.229980
	Iteration 9Q: 3 clusters Score -44002.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -44070.664062 Penalty: 3063.229980
	Iteration 10Q: 3 clusters Score -44070.66 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -44154.324219 Penalty: 3063.229980
	Iteration 11Q: 3 clusters Score -44154.32 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -44220.656250 Penalty: 3063.229980
	Iteration 12Q: 3 clusters Score -44220.66 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -44338.445312 Penalty: 3063.229980
	Iteration 13Q: 3 clusters Score -44338.45 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -44483.261719 Penalty: 3063.229980
	Iteration 14Q: 3 clusters Score -44483.26 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -44563.316406 Penalty: 3063.229980
	Iteration 15Q: 3 clusters Score -44563.32 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -44667.367188 Penalty: 3063.229980
	Iteration 16Q: 3 clusters Score -44667.37 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -44775.757812 Penalty: 3063.229980
	Iteration 17Q: 3 clusters Score -44775.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -44917.109375 Penalty: 3063.229980
	Iteration 18Q: 3 clusters Score -44917.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -44977.421875 Penalty: 3063.229980
	Iteration 19Q: 3 clusters Score -44977.42 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -45129.882812 Penalty: 3063.229980
	Iteration 20F: 3 clusters Score -45129.88 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -45307.746094 Penalty: 3063.229980
	Iteration 21Q: 3 clusters Score -45307.75 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -45400.386719 Penalty: 3063.229980
	Iteration 22Q: 3 clusters Score -45400.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -45444.011719 Penalty: 3063.229980
	Iteration 23Q: 3 clusters Score -45444.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -45451.562500 Penalty: 3063.229980
	Iteration 24Q: 3 clusters Score -45451.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -45454.859375 Penalty: 3063.229980
	Iteration 25Q: 3 clusters Score -45454.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -45467.421875 Penalty: 3063.229980
	Iteration 26Q: 3 clusters Score -45467.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -45502.273438 Penalty: 3063.229980
	Iteration 27Q: 3 clusters Score -45502.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -45502.273438 Penalty: 3063.229980
	Iteration 28F: 3 clusters Score -45502.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 52548 members 
Mstep: Class 3 contains 5280 members 
Mstep: Class 4 contains 27249 members 
Mstep: Class 5 contains 8288 members 
Mstep: Class 6 contains 4490 members 
Mstep: Class 7 contains 26583 members 
Mstep: Class 8 contains 750 members 
Mstep: Class 9 contains 10973 members 
Mstep: Class 10 contains 3040 members 
Mstep: Class 11 contains 37309 members 
Mstep: Class 12 contains 23336 members 
Mstep: Class 13 contains 215713 members 
Mstep: Class 14 contains 40986 members 
Mstep: Class 15 contains 801 members 
Mstep: Class 16 contains 29095 members 
Mstep: Class 17 contains 9369 members 
Mstep: Class 18 contains 14308 members 
Mstep: Class 19 contains 61586 members 
Mstep: Class 20 contains 10998 members 
Mstep: Class 21 contains 16561 members 
Mstep: Class 22 contains 2993 members 
Mstep: Class 23 contains 2570 members 
Mstep: Class 24 contains 18662 members 
Mstep: Class 25 contains 2068 members 
Mstep: Class 26 contains 22283 members 
Mstep: Class 27 contains 6174 members 
Mstep: Class 28 contains 4152 members 
Mstep: Class 29 contains 37122 members 
Mstep: Class 30 contains 4527 members 
Mstep: Class 31 contains 289 members 
Mstep: Class 32 contains 386 members 
Mstep: Class 33 contains 38550 members 
Mstep: Class 34 contains 606 members 
Mstep: Class 35 contains 8732 members 
Mstep: Class 36 contains 2453 members 
Mstep: Class 37 contains 164250 members 
Mstep: Class 38 contains 8339 members 
Mstep: Class 39 contains 4265 members 
Mstep: Class 40 contains 5324 members 
Mstep: Class 41 contains 2913 members 
Mstep: Class 42 contains 3709 members 
Mstep: Class 43 contains 550 members 
Mstep: Class 44 contains 3468 members 
Mstep: Class 45 contains 1907 members 
Mstep: Class 46 contains 375 members 
Mstep: Class 47 contains 5100 members 
Mstep: Class 48 contains 1835 members 
Mstep: Class 49 contains 4225 members 
Mstep: Class 50 contains 6309 members 
Mstep: Class 51 contains 175515 members 
Mstep: Class 52 contains 344 members 
Mstep: Class 53 contains 208 members 
Mstep: Class 54 contains 355 members 
Mstep: Class 55 contains 4301 members 
Mstep: Class 56 contains 2518 members 
Mstep: Class 57 contains 179 members 
Mstep: Class 58 contains 10460 members 
Mstep: Class 59 contains 1152 members 
Mstep: Class 60 contains 17853 members 
Mstep: Class 61 contains 255 members 
Mstep: Class 62 contains 1170 members 
Mstep: Class 63 contains 438 members 
Mstep: Class 64 contains 344 members 
Mstep: Class 65 contains 614 members 
Mstep: Class 66 contains 2965 members 
Mstep: Class 67 contains 187 members 
Mstep: Class 68 contains 326 members 
Mstep: Class 69 contains 164 members 
Mstep: Class 70 contains 306 members 
Mstep: Class 71 contains 2363 members 
Mstep: Class 72 contains 452 members 
Mstep: Class 73 contains 372 members 
Mstep: Class 74 contains 226 members 
Mstep: Class 75 contains 509 members 
Mstep: Class 76 contains 228 members 
Mstep: Class 77 contains 399 members 
Mstep: Class 78 contains 192 members 
Entering Unmasked Estep 
Score: -147549968.000000 Penalty: 270583.718750
Splitting cluster 31 changes total score from -147551264.000000 to -147549968.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 32 (386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Entering Unmasked Estep 
Score: -50137.937500 Penalty: 1477.047607
	Iteration 0F: 2 clusters Score -50137.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -48985.527344 Penalty: 2954.095215
	Iteration 0F: 3 clusters Score -48985.53 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -49712.781250 Penalty: 2954.095215
	Iteration 1F: 3 clusters Score -49712.78 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -50210.882812 Penalty: 2954.095215
	Iteration 2F: 3 clusters Score -50210.88 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -50632.058594 Penalty: 2954.095215
	Iteration 3F: 3 clusters Score -50632.06 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -50916.183594 Penalty: 2954.095215
	Iteration 4Q: 3 clusters Score -50916.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -51054.195312 Penalty: 2954.095215
	Iteration 5Q: 3 clusters Score -51054.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -51083.039062 Penalty: 2954.095215
	Iteration 6Q: 3 clusters Score -51083.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -51083.039062 Penalty: 2954.095215
	Iteration 7F: 3 clusters Score -51083.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 52548 members 
Mstep: Class 3 contains 5280 members 
Mstep: Class 4 contains 27249 members 
Mstep: Class 5 contains 8288 members 
Mstep: Class 6 contains 4490 members 
Mstep: Class 7 contains 26583 members 
Mstep: Class 8 contains 750 members 
Mstep: Class 9 contains 10973 members 
Mstep: Class 10 contains 3040 members 
Mstep: Class 11 contains 37309 members 
Mstep: Class 12 contains 23336 members 
Mstep: Class 13 contains 215713 members 
Mstep: Class 14 contains 40986 members 
Mstep: Class 15 contains 801 members 
Mstep: Class 16 contains 29095 members 
Mstep: Class 17 contains 9369 members 
Mstep: Class 18 contains 14308 members 
Mstep: Class 19 contains 61586 members 
Mstep: Class 20 contains 10998 members 
Mstep: Class 21 contains 16561 members 
Mstep: Class 22 contains 2993 members 
Mstep: Class 23 contains 2570 members 
Mstep: Class 24 contains 18662 members 
Mstep: Class 25 contains 2068 members 
Mstep: Class 26 contains 22283 members 
Mstep: Class 27 contains 6174 members 
Mstep: Class 28 contains 4152 members 
Mstep: Class 29 contains 37122 members 
Mstep: Class 30 contains 4527 members 
Mstep: Class 31 contains 481 members 
Mstep: Class 32 contains 210 members 
Mstep: Class 33 contains 38550 members 
Mstep: Class 34 contains 606 members 
Mstep: Class 35 contains 8732 members 
Mstep: Class 36 contains 2453 members 
Mstep: Class 37 contains 164250 members 
Mstep: Class 38 contains 8339 members 
Mstep: Class 39 contains 4265 members 
Mstep: Class 40 contains 5324 members 
Mstep: Class 41 contains 2913 members 
Mstep: Class 42 contains 3709 members 
Mstep: Class 43 contains 550 members 
Mstep: Class 44 contains 3468 members 
Mstep: Class 45 contains 1907 members 
Mstep: Class 46 contains 375 members 
Mstep: Class 47 contains 5100 members 
Mstep: Class 48 contains 1835 members 
Mstep: Class 49 contains 4225 members 
Mstep: Class 50 contains 6309 members 
Mstep: Class 51 contains 175515 members 
Mstep: Class 52 contains 344 members 
Mstep: Class 53 contains 208 members 
Mstep: Class 54 contains 355 members 
Mstep: Class 55 contains 4301 members 
Mstep: Class 56 contains 2518 members 
Mstep: Class 57 contains 179 members 
Mstep: Class 58 contains 10460 members 
Mstep: Class 59 contains 1152 members 
Mstep: Class 60 contains 17853 members 
Mstep: Class 61 contains 255 members 
Mstep: Class 62 contains 1170 members 
Mstep: Class 63 contains 438 members 
Mstep: Class 64 contains 344 members 
Mstep: Class 65 contains 614 members 
Mstep: Class 66 contains 2965 members 
Mstep: Class 67 contains 187 members 
Mstep: Class 68 contains 326 members 
Mstep: Class 69 contains 164 members 
Mstep: Class 70 contains 306 members 
Mstep: Class 71 contains 2363 members 
Mstep: Class 72 contains 452 members 
Mstep: Class 73 contains 372 members 
Mstep: Class 74 contains 226 members 
Mstep: Class 75 contains 509 members 
Mstep: Class 76 contains 228 members 
Mstep: Class 77 contains 399 members 
Mstep: Class 78 contains 176 members 
Entering Unmasked Estep 
Score: -147550288.000000 Penalty: 270583.718750
Splitting cluster 32 changes total score from -147551264.000000 to -147550288.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 33 (38550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38550 members 
Entering Unmasked Estep 
Score: -4884109.000000 Penalty: 2618.808350
	Iteration 0F: 2 clusters Score -4884109 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19184 members 
Mstep: Class 2 contains 19366 members 
Entering Unmasked Estep 
Score: -4857982.500000 Penalty: 5237.616699
	Iteration 0F: 3 clusters Score -4857982 nChanged 17597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18799 members 
Mstep: Class 2 contains 19751 members 
Entering Unmasked Estep 
Score: -4867890.500000 Penalty: 5237.616699
	Iteration 1F: 3 clusters Score -4867890 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18550 members 
Mstep: Class 2 contains 20000 members 
Entering Unmasked Estep 
Score: -4868620.000000 Penalty: 5237.616699
	Iteration 2Q: 3 clusters Score -4868620 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18250 members 
Mstep: Class 2 contains 20300 members 
Entering Unmasked Estep 
Score: -4869257.500000 Penalty: 5237.616699
	Iteration 3Q: 3 clusters Score -4869258 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17889 members 
Mstep: Class 2 contains 20661 members 
Entering Unmasked Estep 
Score: -4869852.500000 Penalty: 5237.616699
	Iteration 4Q: 3 clusters Score -4869852 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17443 members 
Mstep: Class 2 contains 21107 members 
Entering Unmasked Estep 
Score: -4870515.000000 Penalty: 5237.616699
	Iteration 5Q: 3 clusters Score -4870515 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16810 members 
Mstep: Class 2 contains 21740 members 
Entering Unmasked Estep 
Score: -4871199.500000 Penalty: 5237.616699
	Iteration 6Q: 3 clusters Score -4871200 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16049 members 
Mstep: Class 2 contains 22501 members 
Entering Unmasked Estep 
Score: -4871955.000000 Penalty: 5237.616699
	Iteration 7Q: 3 clusters Score -4871955 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15113 members 
Mstep: Class 2 contains 23437 members 
Entering Unmasked Estep 
Score: -4872840.000000 Penalty: 5237.616699
	Iteration 8Q: 3 clusters Score -4872840 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14117 members 
Mstep: Class 2 contains 24433 members 
Entering Unmasked Estep 
Score: -4873703.500000 Penalty: 5237.616699
	Iteration 9Q: 3 clusters Score -4873704 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13011 members 
Mstep: Class 2 contains 25539 members 
Entering Unmasked Estep 
Score: -4874678.500000 Penalty: 5237.616699
	Iteration 10Q: 3 clusters Score -4874678 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11955 members 
Mstep: Class 2 contains 26595 members 
Entering Unmasked Estep 
Score: -4875557.500000 Penalty: 5237.616699
	Iteration 11Q: 3 clusters Score -4875558 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11049 members 
Mstep: Class 2 contains 27501 members 
Entering Unmasked Estep 
Score: -4876205.000000 Penalty: 5237.616699
	Iteration 12Q: 3 clusters Score -4876205 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10232 members 
Mstep: Class 2 contains 28318 members 
Entering Unmasked Estep 
Score: -4876781.000000 Penalty: 5237.616699
	Iteration 13Q: 3 clusters Score -4876781 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 29113 members 
Entering Unmasked Estep 
Score: -4877251.500000 Penalty: 5237.616699
	Iteration 14Q: 3 clusters Score -4877252 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 29897 members 
Entering Unmasked Estep 
Score: -4877673.000000 Penalty: 5237.616699
	Iteration 15Q: 3 clusters Score -4877673 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 30614 members 
Entering Unmasked Estep 
Score: -4878073.500000 Penalty: 5237.616699
	Iteration 16Q: 3 clusters Score -4878074 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 31282 members 
Entering Unmasked Estep 
Score: -4878457.500000 Penalty: 5237.616699
	Iteration 17Q: 3 clusters Score -4878458 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 31920 members 
Entering Unmasked Estep 
Score: -4878831.000000 Penalty: 5237.616699
	Iteration 18Q: 3 clusters Score -4878831 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 32527 members 
Entering Unmasked Estep 
Score: -4879204.500000 Penalty: 5237.616699
	Iteration 19Q: 3 clusters Score -4879204 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 33085 members 
Entering Unmasked Estep 
Score: -4879552.000000 Penalty: 5237.616699
	Iteration 20F: 3 clusters Score -4879552 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 33642 members 
Entering Unmasked Estep 
Score: -4879865.000000 Penalty: 5237.616699
	Iteration 21Q: 3 clusters Score -4879865 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 34130 members 
Entering Unmasked Estep 
Score: -4880118.500000 Penalty: 5237.616699
	Iteration 22Q: 3 clusters Score -4880118 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 34561 members 
Entering Unmasked Estep 
Score: -4880348.500000 Penalty: 5237.616699
	Iteration 23Q: 3 clusters Score -4880348 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 34924 members 
Entering Unmasked Estep 
Score: -4880502.500000 Penalty: 5237.616699
	Iteration 24Q: 3 clusters Score -4880502 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 35266 members 
Entering Unmasked Estep 
Score: -4880666.000000 Penalty: 5237.616699
	Iteration 25Q: 3 clusters Score -4880666 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 35590 members 
Entering Unmasked Estep 
Score: -4880830.500000 Penalty: 5237.616699
	Iteration 26Q: 3 clusters Score -4880830 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 35876 members 
Entering Unmasked Estep 
Score: -4880961.500000 Penalty: 5237.616699
	Iteration 27Q: 3 clusters Score -4880962 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 36141 members 
Entering Unmasked Estep 
Score: -4881094.500000 Penalty: 5237.616699
	Iteration 28Q: 3 clusters Score -4881094 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 36354 members 
Entering Unmasked Estep 
Score: -4881202.500000 Penalty: 5237.616699
	Iteration 29Q: 3 clusters Score -4881202 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 36560 members 
Entering Unmasked Estep 
Score: -4881290.500000 Penalty: 5237.616699
	Iteration 30Q: 3 clusters Score -4881290 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 36746 members 
Entering Unmasked Estep 
Score: -4881390.500000 Penalty: 5237.616699
	Iteration 31Q: 3 clusters Score -4881390 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 36903 members 
Entering Unmasked Estep 
Score: -4881459.500000 Penalty: 5237.616699
	Iteration 32Q: 3 clusters Score -4881460 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 37032 members 
Entering Unmasked Estep 
Score: -4881533.000000 Penalty: 5237.616699
	Iteration 33Q: 3 clusters Score -4881533 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 37130 members 
Entering Unmasked Estep 
Score: -4881586.500000 Penalty: 5237.616699
	Iteration 34Q: 3 clusters Score -4881586 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 37200 members 
Entering Unmasked Estep 
Score: -4881629.000000 Penalty: 5237.616699
	Iteration 35Q: 3 clusters Score -4881629 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 37270 members 
Entering Unmasked Estep 
Score: -4881656.000000 Penalty: 5237.616699
	Iteration 36Q: 3 clusters Score -4881656 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 37337 members 
Entering Unmasked Estep 
Score: -4881685.000000 Penalty: 5237.616699
	Iteration 37Q: 3 clusters Score -4881685 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 37386 members 
Entering Unmasked Estep 
Score: -4881696.000000 Penalty: 5237.616699
	Iteration 38Q: 3 clusters Score -4881696 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 37440 members 
Entering Unmasked Estep 
Score: -4881732.500000 Penalty: 5237.616699
	Iteration 39Q: 3 clusters Score -4881732 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 37492 members 
Entering Unmasked Estep 
Score: -4881760.000000 Penalty: 5237.616699
	Iteration 40F: 3 clusters Score -4881760 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 37532 members 
Entering Unmasked Estep 
Score: -4881776.500000 Penalty: 5237.616699
	Iteration 41Q: 3 clusters Score -4881776 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 37566 members 
Entering Unmasked Estep 
Score: -4881787.000000 Penalty: 5237.616699
	Iteration 42Q: 3 clusters Score -4881787 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 37598 members 
Entering Unmasked Estep 
Score: -4881800.500000 Penalty: 5237.616699
	Iteration 43Q: 3 clusters Score -4881800 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 37628 members 
Entering Unmasked Estep 
Score: -4881815.500000 Penalty: 5237.616699
	Iteration 44Q: 3 clusters Score -4881816 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 37651 members 
Entering Unmasked Estep 
Score: -4881836.500000 Penalty: 5237.616699
	Iteration 45Q: 3 clusters Score -4881836 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 37668 members 
Entering Unmasked Estep 
Score: -4881842.000000 Penalty: 5237.616699
	Iteration 46Q: 3 clusters Score -4881842 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 37676 members 
Entering Unmasked Estep 
Score: -4881855.000000 Penalty: 5237.616699
	Iteration 47Q: 3 clusters Score -4881855 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 37690 members 
Entering Unmasked Estep 
Score: -4881867.000000 Penalty: 5237.616699
	Iteration 48Q: 3 clusters Score -4881867 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 37708 members 
Entering Unmasked Estep 
Score: -4881881.000000 Penalty: 5237.616699
	Iteration 49Q: 3 clusters Score -4881881 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 37718 members 
Entering Unmasked Estep 
Score: -4881877.500000 Penalty: 5237.616699
	Iteration 50Q: 3 clusters Score -4881878 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 37726 members 
Entering Unmasked Estep 
Score: -4881882.500000 Penalty: 5237.616699
	Iteration 51Q: 3 clusters Score -4881882 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 37734 members 
Entering Unmasked Estep 
Score: -4881885.500000 Penalty: 5237.616699
	Iteration 52Q: 3 clusters Score -4881886 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 37744 members 
Entering Unmasked Estep 
Score: -4881891.000000 Penalty: 5237.616699
	Iteration 53Q: 3 clusters Score -4881891 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 37752 members 
Entering Unmasked Estep 
Score: -4881897.500000 Penalty: 5237.616699
	Iteration 54Q: 3 clusters Score -4881898 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 37756 members 
Entering Unmasked Estep 
Score: -4881900.000000 Penalty: 5237.616699
	Iteration 55Q: 3 clusters Score -4881900 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 37765 members 
Entering Unmasked Estep 
Score: -4881911.000000 Penalty: 5237.616699
	Iteration 56Q: 3 clusters Score -4881911 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 37771 members 
Entering Unmasked Estep 
Score: -4881912.500000 Penalty: 5237.616699
	Iteration 57Q: 3 clusters Score -4881912 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 37773 members 
Entering Unmasked Estep 
Score: -4881912.500000 Penalty: 5237.616699
	Iteration 58Q: 3 clusters Score -4881912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 37776 members 
Entering Unmasked Estep 
Score: -4881909.000000 Penalty: 5237.616699
	Iteration 59Q: 3 clusters Score -4881909 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 37779 members 
Entering Unmasked Estep 
Score: -4881916.000000 Penalty: 5237.616699
	Iteration 60F: 3 clusters Score -4881916 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 37783 members 
Entering Unmasked Estep 
Score: -4881925.000000 Penalty: 5237.616699
	Iteration 61Q: 3 clusters Score -4881925 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 37784 members 
Entering Unmasked Estep 
Score: -4881922.000000 Penalty: 5237.616699
	Iteration 62Q: 3 clusters Score -4881922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 37785 members 
Entering Unmasked Estep 
Score: -4881926.000000 Penalty: 5237.616699
	Iteration 63Q: 3 clusters Score -4881926 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 37785 members 
Entering Unmasked Estep 
Score: -4881926.000000 Penalty: 5237.616699
	Iteration 64F: 3 clusters Score -4881926 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Entering Unmasked Estep 
Score: -85377.382812 Penalty: 1588.906250
	Iteration 0F: 2 clusters Score -85377.38 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 301 members 
Entering Unmasked Estep 
Score: -83888.218750 Penalty: 3177.812500
	Iteration 0F: 3 clusters Score -83888.22 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -84650.335938 Penalty: 3177.812500
	Iteration 1F: 3 clusters Score -84650.34 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -85394.156250 Penalty: 3177.812500
	Iteration 2F: 3 clusters Score -85394.16 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -85870.929688 Penalty: 3177.812500
	Iteration 3F: 3 clusters Score -85870.93 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -86205.195312 Penalty: 3177.812500
	Iteration 4F: 3 clusters Score -86205.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -86354.070312 Penalty: 3177.812500
	Iteration 5Q: 3 clusters Score -86354.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -86360.406250 Penalty: 3177.812500
	Iteration 6Q: 3 clusters Score -86360.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -86373.132812 Penalty: 3177.812500
	Iteration 7Q: 3 clusters Score -86373.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -86387.773438 Penalty: 3177.812500
	Iteration 8Q: 3 clusters Score -86387.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -86395.078125 Penalty: 3177.812500
	Iteration 9Q: 3 clusters Score -86395.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -86418.515625 Penalty: 3177.812500
	Iteration 10Q: 3 clusters Score -86418.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -86420.554688 Penalty: 3177.812500
	Iteration 11Q: 3 clusters Score -86420.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -86422.421875 Penalty: 3177.812500
	Iteration 12Q: 3 clusters Score -86422.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -86422.421875 Penalty: 3177.812500
	Iteration 13F: 3 clusters Score -86422.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 52548 members 
Mstep: Class 3 contains 5280 members 
Mstep: Class 4 contains 27249 members 
Mstep: Class 5 contains 8288 members 
Mstep: Class 6 contains 4490 members 
Mstep: Class 7 contains 26583 members 
Mstep: Class 8 contains 750 members 
Mstep: Class 9 contains 10973 members 
Mstep: Class 10 contains 3040 members 
Mstep: Class 11 contains 37309 members 
Mstep: Class 12 contains 23336 members 
Mstep: Class 13 contains 215713 members 
Mstep: Class 14 contains 40986 members 
Mstep: Class 15 contains 801 members 
Mstep: Class 16 contains 29095 members 
Mstep: Class 17 contains 9369 members 
Mstep: Class 18 contains 14308 members 
Mstep: Class 19 contains 61586 members 
Mstep: Class 20 contains 10998 members 
Mstep: Class 21 contains 16561 members 
Mstep: Class 22 contains 2993 members 
Mstep: Class 23 contains 2570 members 
Mstep: Class 24 contains 18662 members 
Mstep: Class 25 contains 2068 members 
Mstep: Class 26 contains 22283 members 
Mstep: Class 27 contains 6174 members 
Mstep: Class 28 contains 4152 members 
Mstep: Class 29 contains 37122 members 
Mstep: Class 30 contains 4527 members 
Mstep: Class 31 contains 481 members 
Mstep: Class 32 contains 386 members 
Mstep: Class 33 contains 38550 members 
Mstep: Class 34 contains 414 members 
Mstep: Class 35 contains 8732 members 
Mstep: Class 36 contains 2453 members 
Mstep: Class 37 contains 164250 members 
Mstep: Class 38 contains 8339 members 
Mstep: Class 39 contains 4265 members 
Mstep: Class 40 contains 5324 members 
Mstep: Class 41 contains 2913 members 
Mstep: Class 42 contains 3709 members 
Mstep: Class 43 contains 550 members 
Mstep: Class 44 contains 3468 members 
Mstep: Class 45 contains 1907 members 
Mstep: Class 46 contains 375 members 
Mstep: Class 47 contains 5100 members 
Mstep: Class 48 contains 1835 members 
Mstep: Class 49 contains 4225 members 
Mstep: Class 50 contains 6309 members 
Mstep: Class 51 contains 175515 members 
Mstep: Class 52 contains 344 members 
Mstep: Class 53 contains 208 members 
Mstep: Class 54 contains 355 members 
Mstep: Class 55 contains 4301 members 
Mstep: Class 56 contains 2518 members 
Mstep: Class 57 contains 179 members 
Mstep: Class 58 contains 10460 members 
Mstep: Class 59 contains 1152 members 
Mstep: Class 60 contains 17853 members 
Mstep: Class 61 contains 255 members 
Mstep: Class 62 contains 1170 members 
Mstep: Class 63 contains 438 members 
Mstep: Class 64 contains 344 members 
Mstep: Class 65 contains 614 members 
Mstep: Class 66 contains 2965 members 
Mstep: Class 67 contains 187 members 
Mstep: Class 68 contains 326 members 
Mstep: Class 69 contains 164 members 
Mstep: Class 70 contains 306 members 
Mstep: Class 71 contains 2363 members 
Mstep: Class 72 contains 452 members 
Mstep: Class 73 contains 372 members 
Mstep: Class 74 contains 226 members 
Mstep: Class 75 contains 509 members 
Mstep: Class 76 contains 228 members 
Mstep: Class 77 contains 399 members 
Mstep: Class 78 contains 192 members 
Entering Unmasked Estep 
Score: -147550576.000000 Penalty: 270583.718750
Splitting cluster 34 changes total score from -147551264.000000 to -147550576.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 35 (8732 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Entering Unmasked Estep 
Score: -1097606.750000 Penalty: 2250.538086
	Iteration 0F: 2 clusters Score -1097607 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -1090842.625000 Penalty: 4501.076172
	Iteration 0F: 3 clusters Score -1090843 nChanged 3494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -1092687.875000 Penalty: 4501.076172
	Iteration 1F: 3 clusters Score -1092688 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -1093066.250000 Penalty: 4501.076172
	Iteration 2F: 3 clusters Score -1093066 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -1093408.250000 Penalty: 4501.076172
	Iteration 3F: 3 clusters Score -1093408 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -1093694.000000 Penalty: 4501.076172
	Iteration 4F: 3 clusters Score -1093694 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -1093950.500000 Penalty: 4501.076172
	Iteration 5F: 3 clusters Score -1093950 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -1094154.250000 Penalty: 4501.076172
	Iteration 6Q: 3 clusters Score -1094154 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -1094332.000000 Penalty: 4501.076172
	Iteration 7Q: 3 clusters Score -1094332 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -1094512.125000 Penalty: 4501.076172
	Iteration 8Q: 3 clusters Score -1094512 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -1094685.375000 Penalty: 4501.076172
	Iteration 9Q: 3 clusters Score -1094685 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -1094839.875000 Penalty: 4501.076172
	Iteration 10Q: 3 clusters Score -1094840 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -1094999.625000 Penalty: 4501.076172
	Iteration 11Q: 3 clusters Score -1095000 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -1095173.500000 Penalty: 4501.076172
	Iteration 12Q: 3 clusters Score -1095174 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -1095326.125000 Penalty: 4501.076172
	Iteration 13Q: 3 clusters Score -1095326 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -1095472.875000 Penalty: 4501.076172
	Iteration 14Q: 3 clusters Score -1095473 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -1095603.000000 Penalty: 4501.076172
	Iteration 15Q: 3 clusters Score -1095603 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -1095730.125000 Penalty: 4501.076172
	Iteration 16Q: 3 clusters Score -1095730 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -1095852.375000 Penalty: 4501.076172
	Iteration 17Q: 3 clusters Score -1095852 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -1095938.375000 Penalty: 4501.076172
	Iteration 18Q: 3 clusters Score -1095938 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -1096004.375000 Penalty: 4501.076172
	Iteration 19Q: 3 clusters Score -1096004 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -1096060.625000 Penalty: 4501.076172
	Iteration 20F: 3 clusters Score -1096061 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -1096108.125000 Penalty: 4501.076172
	Iteration 21Q: 3 clusters Score -1096108 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -1096148.000000 Penalty: 4501.076172
	Iteration 22Q: 3 clusters Score -1096148 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -1096184.375000 Penalty: 4501.076172
	Iteration 23Q: 3 clusters Score -1096184 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -1096205.625000 Penalty: 4501.076172
	Iteration 24Q: 3 clusters Score -1096206 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -1096221.125000 Penalty: 4501.076172
	Iteration 25Q: 3 clusters Score -1096221 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -1096236.750000 Penalty: 4501.076172
	Iteration 26Q: 3 clusters Score -1096237 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -1096247.625000 Penalty: 4501.076172
	Iteration 27Q: 3 clusters Score -1096248 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -1096255.375000 Penalty: 4501.076172
	Iteration 28Q: 3 clusters Score -1096255 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -1096260.250000 Penalty: 4501.076172
	Iteration 29Q: 3 clusters Score -1096260 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -1096261.875000 Penalty: 4501.076172
	Iteration 30Q: 3 clusters Score -1096262 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -1096265.375000 Penalty: 4501.076172
	Iteration 31Q: 3 clusters Score -1096265 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -1096266.750000 Penalty: 4501.076172
	Iteration 32Q: 3 clusters Score -1096267 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -1096269.875000 Penalty: 4501.076172
	Iteration 33Q: 3 clusters Score -1096270 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -1096273.125000 Penalty: 4501.076172
	Iteration 34Q: 3 clusters Score -1096273 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -1096275.000000 Penalty: 4501.076172
	Iteration 35Q: 3 clusters Score -1096275 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -1096273.875000 Penalty: 4501.076172
	Iteration 36Q: 3 clusters Score -1096274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -1096274.750000 Penalty: 4501.076172
	Iteration 37Q: 3 clusters Score -1096275 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -1096274.500000 Penalty: 4501.076172
	Iteration 38Q: 3 clusters Score -1096274 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -1096273.750000 Penalty: 4501.076172
	Iteration 39Q: 3 clusters Score -1096274 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -1096274.250000 Penalty: 4501.076172
	Iteration 40F: 3 clusters Score -1096274 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (2453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Entering Unmasked Estep 
Score: -305954.343750 Penalty: 1935.656616
	Iteration 0F: 2 clusters Score -305954.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -303076.093750 Penalty: 3871.313232
	Iteration 0F: 3 clusters Score -303076.1 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -303659.343750 Penalty: 3871.313232
	Iteration 1F: 3 clusters Score -303659.3 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -303842.750000 Penalty: 3871.313232
	Iteration 2F: 3 clusters Score -303842.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -304017.562500 Penalty: 3871.313232
	Iteration 3F: 3 clusters Score -304017.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -304229.437500 Penalty: 3871.313232
	Iteration 4F: 3 clusters Score -304229.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -304446.281250 Penalty: 3871.313232
	Iteration 5Q: 3 clusters Score -304446.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -304701.625000 Penalty: 3871.313232
	Iteration 6F: 3 clusters Score -304701.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -304910.500000 Penalty: 3871.313232
	Iteration 7F: 3 clusters Score -304910.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -305040.500000 Penalty: 3871.313232
	Iteration 8Q: 3 clusters Score -305040.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -305113.625000 Penalty: 3871.313232
	Iteration 9Q: 3 clusters Score -305113.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -305151.906250 Penalty: 3871.313232
	Iteration 10Q: 3 clusters Score -305151.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -305177.968750 Penalty: 3871.313232
	Iteration 11Q: 3 clusters Score -305178 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -305199.500000 Penalty: 3871.313232
	Iteration 12Q: 3 clusters Score -305199.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -305208.656250 Penalty: 3871.313232
	Iteration 13Q: 3 clusters Score -305208.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -305216.062500 Penalty: 3871.313232
	Iteration 14Q: 3 clusters Score -305216.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -305227.156250 Penalty: 3871.313232
	Iteration 15Q: 3 clusters Score -305227.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -305237.500000 Penalty: 3871.313232
	Iteration 16Q: 3 clusters Score -305237.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -305246.531250 Penalty: 3871.313232
	Iteration 17Q: 3 clusters Score -305246.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -305251.500000 Penalty: 3871.313232
	Iteration 18Q: 3 clusters Score -305251.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -305254.812500 Penalty: 3871.313232
	Iteration 19Q: 3 clusters Score -305254.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -305256.531250 Penalty: 3871.313232
	Iteration 20F: 3 clusters Score -305256.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -305258.437500 Penalty: 3871.313232
	Iteration 21Q: 3 clusters Score -305258.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -305262.500000 Penalty: 3871.313232
	Iteration 22Q: 3 clusters Score -305262.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -305262.500000 Penalty: 3871.313232
	Iteration 23Q: 3 clusters Score -305262.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -305264.281250 Penalty: 3871.313232
	Iteration 24Q: 3 clusters Score -305264.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -305264.812500 Penalty: 3871.313232
	Iteration 25Q: 3 clusters Score -305264.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -305266.468750 Penalty: 3871.313232
	Iteration 26Q: 3 clusters Score -305266.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -305266.468750 Penalty: 3871.313232
	Iteration 27F: 3 clusters Score -305266.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (164250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164250 members 
Entering Unmasked Estep 
Score: -21037858.000000 Penalty: 2978.267822
	Iteration 0F: 2 clusters Score -2.103786e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82099 members 
Mstep: Class 2 contains 82151 members 
Entering Unmasked Estep 
Score: -20927948.000000 Penalty: 5956.535645
	Iteration 0F: 3 clusters Score -2.092795e+07 nChanged 78489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79844 members 
Mstep: Class 2 contains 84406 members 
Entering Unmasked Estep 
Score: -20973620.000000 Penalty: 5956.535645
	Iteration 1F: 3 clusters Score -2.097362e+07 nChanged 5053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78097 members 
Mstep: Class 2 contains 86153 members 
Entering Unmasked Estep 
Score: -20974748.000000 Penalty: 5956.535645
	Iteration 2Q: 3 clusters Score -2.097475e+07 nChanged 5495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75458 members 
Mstep: Class 2 contains 88792 members 
Entering Unmasked Estep 
Score: -20976248.000000 Penalty: 5956.535645
	Iteration 3Q: 3 clusters Score -2.097625e+07 nChanged 6456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71468 members 
Mstep: Class 2 contains 92782 members 
Entering Unmasked Estep 
Score: -20978426.000000 Penalty: 5956.535645
	Iteration 4Q: 3 clusters Score -2.097843e+07 nChanged 7832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65678 members 
Mstep: Class 2 contains 98572 members 
Entering Unmasked Estep 
Score: -20981522.000000 Penalty: 5956.535645
	Iteration 5Q: 3 clusters Score -2.098152e+07 nChanged 9522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57736 members 
Mstep: Class 2 contains 106514 members 
Entering Unmasked Estep 
Score: -20986234.000000 Penalty: 5956.535645
	Iteration 6F: 3 clusters Score -2.098623e+07 nChanged 11025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47615 members 
Mstep: Class 2 contains 116635 members 
Entering Unmasked Estep 
Score: -20992880.000000 Penalty: 5956.535645
	Iteration 7F: 3 clusters Score -2.099288e+07 nChanged 12092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35869 members 
Mstep: Class 2 contains 128381 members 
Entering Unmasked Estep 
Score: -21001818.000000 Penalty: 5956.535645
	Iteration 8F: 3 clusters Score -2.100182e+07 nChanged 12014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23931 members 
Mstep: Class 2 contains 140319 members 
Entering Unmasked Estep 
Score: -21011950.000000 Penalty: 5956.535645
	Iteration 9F: 3 clusters Score -2.101195e+07 nChanged 10382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13567 members 
Mstep: Class 2 contains 150683 members 
Entering Unmasked Estep 
Score: -21021740.000000 Penalty: 5956.535645
	Iteration 10F: 3 clusters Score -2.102174e+07 nChanged 7255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 157938 members 
Entering Unmasked Estep 
Score: -21029176.000000 Penalty: 5956.535645
	Iteration 11Q: 3 clusters Score -2.102918e+07 nChanged 3807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 161745 members 
Entering Unmasked Estep 
Score: -21032942.000000 Penalty: 5956.535645
	Iteration 12Q: 3 clusters Score -2.103294e+07 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 163171 members 
Entering Unmasked Estep 
Score: -21034306.000000 Penalty: 5956.535645
	Iteration 13Q: 3 clusters Score -2.103431e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 163637 members 
Entering Unmasked Estep 
Score: -21034792.000000 Penalty: 5956.535645
	Iteration 14Q: 3 clusters Score -2.103479e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 163783 members 
Entering Unmasked Estep 
Score: -21034962.000000 Penalty: 5956.535645
	Iteration 15Q: 3 clusters Score -2.103496e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 163846 members 
Entering Unmasked Estep 
Score: -21035086.000000 Penalty: 5956.535645
	Iteration 16Q: 3 clusters Score -2.103509e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 163874 members 
Entering Unmasked Estep 
Score: -21035130.000000 Penalty: 5956.535645
	Iteration 17Q: 3 clusters Score -2.103513e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 163894 members 
Entering Unmasked Estep 
Score: -21035198.000000 Penalty: 5956.535645
	Iteration 18Q: 3 clusters Score -2.10352e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 163902 members 
Entering Unmasked Estep 
Score: -21035224.000000 Penalty: 5956.535645
	Iteration 19Q: 3 clusters Score -2.103522e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 163905 members 
Entering Unmasked Estep 
Score: -21035234.000000 Penalty: 5956.535645
	Iteration 20F: 3 clusters Score -2.103523e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 163906 members 
Entering Unmasked Estep 
Score: -21035250.000000 Penalty: 5956.535645
	Iteration 21Q: 3 clusters Score -2.103525e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 163908 members 
Entering Unmasked Estep 
Score: -21035254.000000 Penalty: 5956.535645
	Iteration 22Q: 3 clusters Score -2.103525e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 163910 members 
Entering Unmasked Estep 
Score: -21035250.000000 Penalty: 5956.535645
	Iteration 23Q: 3 clusters Score -2.103525e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 163913 members 
Entering Unmasked Estep 
Score: -21035268.000000 Penalty: 5956.535645
	Iteration 24Q: 3 clusters Score -2.103527e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 163915 members 
Entering Unmasked Estep 
Score: -21035262.000000 Penalty: 5956.535645
	Iteration 25Q: 3 clusters Score -2.103526e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 163912 members 
Entering Unmasked Estep 
Score: -21035272.000000 Penalty: 5956.535645
	Iteration 26Q: 3 clusters Score -2.103527e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 163913 members 
Entering Unmasked Estep 
Score: -21035284.000000 Penalty: 5956.535645
	Iteration 27Q: 3 clusters Score -2.103528e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 163913 members 
Entering Unmasked Estep 
Score: -21035284.000000 Penalty: 5956.535645
	Iteration 28F: 3 clusters Score -2.103528e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (8339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Entering Unmasked Estep 
Score: -1057682.875000 Penalty: 2239.117432
	Iteration 0F: 2 clusters Score -1057683 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -1051068.250000 Penalty: 4478.234863
	Iteration 0F: 3 clusters Score -1051068 nChanged 3360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -1052979.000000 Penalty: 4478.234863
	Iteration 1F: 3 clusters Score -1052979 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -1053262.875000 Penalty: 4478.234863
	Iteration 2F: 3 clusters Score -1053263 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -1053427.875000 Penalty: 4478.234863
	Iteration 3Q: 3 clusters Score -1053428 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -1053544.125000 Penalty: 4478.234863
	Iteration 4Q: 3 clusters Score -1053544 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -1053638.625000 Penalty: 4478.234863
	Iteration 5Q: 3 clusters Score -1053639 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -1053724.875000 Penalty: 4478.234863
	Iteration 6Q: 3 clusters Score -1053725 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -1053803.750000 Penalty: 4478.234863
	Iteration 7Q: 3 clusters Score -1053804 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -1053862.250000 Penalty: 4478.234863
	Iteration 8Q: 3 clusters Score -1053862 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -1053911.375000 Penalty: 4478.234863
	Iteration 9Q: 3 clusters Score -1053911 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -1053982.500000 Penalty: 4478.234863
	Iteration 10Q: 3 clusters Score -1053982 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -1054069.875000 Penalty: 4478.234863
	Iteration 11Q: 3 clusters Score -1054070 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -1054161.125000 Penalty: 4478.234863
	Iteration 12Q: 3 clusters Score -1054161 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -1054267.375000 Penalty: 4478.234863
	Iteration 13Q: 3 clusters Score -1054267 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -1054385.500000 Penalty: 4478.234863
	Iteration 14Q: 3 clusters Score -1054386 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -1054506.875000 Penalty: 4478.234863
	Iteration 15Q: 3 clusters Score -1054507 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -1054627.500000 Penalty: 4478.234863
	Iteration 16Q: 3 clusters Score -1054628 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -1054765.375000 Penalty: 4478.234863
	Iteration 17Q: 3 clusters Score -1054765 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -1054905.250000 Penalty: 4478.234863
	Iteration 18Q: 3 clusters Score -1054905 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -1055052.500000 Penalty: 4478.234863
	Iteration 19Q: 3 clusters Score -1055052 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -1055188.000000 Penalty: 4478.234863
	Iteration 20F: 3 clusters Score -1055188 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -1055306.000000 Penalty: 4478.234863
	Iteration 21Q: 3 clusters Score -1055306 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -1055394.125000 Penalty: 4478.234863
	Iteration 22Q: 3 clusters Score -1055394 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -1055471.375000 Penalty: 4478.234863
	Iteration 23Q: 3 clusters Score -1055471 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -1055538.375000 Penalty: 4478.234863
	Iteration 24Q: 3 clusters Score -1055538 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -1055586.875000 Penalty: 4478.234863
	Iteration 25Q: 3 clusters Score -1055587 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -1055631.125000 Penalty: 4478.234863
	Iteration 26Q: 3 clusters Score -1055631 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -1055665.500000 Penalty: 4478.234863
	Iteration 27Q: 3 clusters Score -1055666 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -1055689.375000 Penalty: 4478.234863
	Iteration 28Q: 3 clusters Score -1055689 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -1055712.250000 Penalty: 4478.234863
	Iteration 29Q: 3 clusters Score -1055712 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -1055727.000000 Penalty: 4478.234863
	Iteration 30Q: 3 clusters Score -1055727 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -1055736.250000 Penalty: 4478.234863
	Iteration 31Q: 3 clusters Score -1055736 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -1055743.750000 Penalty: 4478.234863
	Iteration 32Q: 3 clusters Score -1055744 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -1055752.875000 Penalty: 4478.234863
	Iteration 33Q: 3 clusters Score -1055753 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -1055761.750000 Penalty: 4478.234863
	Iteration 34Q: 3 clusters Score -1055762 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -1055767.625000 Penalty: 4478.234863
	Iteration 35Q: 3 clusters Score -1055768 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -1055769.750000 Penalty: 4478.234863
	Iteration 36Q: 3 clusters Score -1055770 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -1055774.750000 Penalty: 4478.234863
	Iteration 37Q: 3 clusters Score -1055775 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -1055778.000000 Penalty: 4478.234863
	Iteration 38Q: 3 clusters Score -1055778 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -1055781.250000 Penalty: 4478.234863
	Iteration 39Q: 3 clusters Score -1055781 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -1055782.000000 Penalty: 4478.234863
	Iteration 40F: 3 clusters Score -1055782 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -1055782.375000 Penalty: 4478.234863
	Iteration 41Q: 3 clusters Score -1055782 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -1055784.125000 Penalty: 4478.234863
	Iteration 42Q: 3 clusters Score -1055784 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -1055785.000000 Penalty: 4478.234863
	Iteration 43Q: 3 clusters Score -1055785 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -1055785.000000 Penalty: 4478.234863
	Iteration 44F: 3 clusters Score -1055785 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (4265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Entering Unmasked Estep 
Score: -521361.375000 Penalty: 2072.833008
	Iteration 0F: 2 clusters Score -521361.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -517329.812500 Penalty: 4145.666016
	Iteration 0F: 3 clusters Score -517329.8 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -518193.875000 Penalty: 4145.666016
	Iteration 1F: 3 clusters Score -518193.9 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -518391.500000 Penalty: 4145.666016
	Iteration 2F: 3 clusters Score -518391.5 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -518512.312500 Penalty: 4145.666016
	Iteration 3Q: 3 clusters Score -518512.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -518599.750000 Penalty: 4145.666016
	Iteration 4Q: 3 clusters Score -518599.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -518678.718750 Penalty: 4145.666016
	Iteration 5Q: 3 clusters Score -518678.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -518744.718750 Penalty: 4145.666016
	Iteration 6Q: 3 clusters Score -518744.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -518802.031250 Penalty: 4145.666016
	Iteration 7Q: 3 clusters Score -518802 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -518858.812500 Penalty: 4145.666016
	Iteration 8Q: 3 clusters Score -518858.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -518917.812500 Penalty: 4145.666016
	Iteration 9Q: 3 clusters Score -518917.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -518993.812500 Penalty: 4145.666016
	Iteration 10Q: 3 clusters Score -518993.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -519081.062500 Penalty: 4145.666016
	Iteration 11Q: 3 clusters Score -519081.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -519196.468750 Penalty: 4145.666016
	Iteration 12Q: 3 clusters Score -519196.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -519324.218750 Penalty: 4145.666016
	Iteration 13Q: 3 clusters Score -519324.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -519501.000000 Penalty: 4145.666016
	Iteration 14Q: 3 clusters Score -519501 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -519712.781250 Penalty: 4145.666016
	Iteration 15Q: 3 clusters Score -519712.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -519949.437500 Penalty: 4145.666016
	Iteration 16Q: 3 clusters Score -519949.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -520161.218750 Penalty: 4145.666016
	Iteration 17Q: 3 clusters Score -520161.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -520346.937500 Penalty: 4145.666016
	Iteration 18Q: 3 clusters Score -520346.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -520455.250000 Penalty: 4145.666016
	Iteration 19Q: 3 clusters Score -520455.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -520525.250000 Penalty: 4145.666016
	Iteration 20F: 3 clusters Score -520525.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -520565.656250 Penalty: 4145.666016
	Iteration 21Q: 3 clusters Score -520565.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -520588.968750 Penalty: 4145.666016
	Iteration 22Q: 3 clusters Score -520589 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -520604.000000 Penalty: 4145.666016
	Iteration 23Q: 3 clusters Score -520604 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -520620.750000 Penalty: 4145.666016
	Iteration 24Q: 3 clusters Score -520620.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -520631.781250 Penalty: 4145.666016
	Iteration 25Q: 3 clusters Score -520631.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -520636.718750 Penalty: 4145.666016
	Iteration 26Q: 3 clusters Score -520636.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -520639.187500 Penalty: 4145.666016
	Iteration 27Q: 3 clusters Score -520639.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -520641.531250 Penalty: 4145.666016
	Iteration 28Q: 3 clusters Score -520641.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -520642.812500 Penalty: 4145.666016
	Iteration 29Q: 3 clusters Score -520642.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -520643.468750 Penalty: 4145.666016
	Iteration 30Q: 3 clusters Score -520643.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -520643.468750 Penalty: 4145.666016
	Iteration 31F: 3 clusters Score -520643.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (5324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Entering Unmasked Estep 
Score: -669156.375000 Penalty: 2127.834961
	Iteration 0F: 2 clusters Score -669156.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -664455.562500 Penalty: 4255.669922
	Iteration 0F: 3 clusters Score -664455.6 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -665563.625000 Penalty: 4255.669922
	Iteration 1F: 3 clusters Score -665563.6 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -665773.000000 Penalty: 4255.669922
	Iteration 2F: 3 clusters Score -665773 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -665923.937500 Penalty: 4255.669922
	Iteration 3F: 3 clusters Score -665923.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -666019.500000 Penalty: 4255.669922
	Iteration 4Q: 3 clusters Score -666019.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -666099.375000 Penalty: 4255.669922
	Iteration 5Q: 3 clusters Score -666099.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -666151.125000 Penalty: 4255.669922
	Iteration 6Q: 3 clusters Score -666151.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -666187.000000 Penalty: 4255.669922
	Iteration 7Q: 3 clusters Score -666187 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -666217.562500 Penalty: 4255.669922
	Iteration 8Q: 3 clusters Score -666217.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -666245.937500 Penalty: 4255.669922
	Iteration 9Q: 3 clusters Score -666245.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -666272.250000 Penalty: 4255.669922
	Iteration 10Q: 3 clusters Score -666272.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -666299.687500 Penalty: 4255.669922
	Iteration 11Q: 3 clusters Score -666299.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -666323.500000 Penalty: 4255.669922
	Iteration 12Q: 3 clusters Score -666323.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -666344.000000 Penalty: 4255.669922
	Iteration 13Q: 3 clusters Score -666344 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -666370.375000 Penalty: 4255.669922
	Iteration 14Q: 3 clusters Score -666370.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -666398.125000 Penalty: 4255.669922
	Iteration 15Q: 3 clusters Score -666398.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -666426.750000 Penalty: 4255.669922
	Iteration 16Q: 3 clusters Score -666426.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -666450.687500 Penalty: 4255.669922
	Iteration 17Q: 3 clusters Score -666450.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -666469.750000 Penalty: 4255.669922
	Iteration 18Q: 3 clusters Score -666469.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -666488.937500 Penalty: 4255.669922
	Iteration 19Q: 3 clusters Score -666488.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -666508.000000 Penalty: 4255.669922
	Iteration 20F: 3 clusters Score -666508 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -666530.500000 Penalty: 4255.669922
	Iteration 21Q: 3 clusters Score -666530.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -666543.625000 Penalty: 4255.669922
	Iteration 22Q: 3 clusters Score -666543.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -666558.437500 Penalty: 4255.669922
	Iteration 23Q: 3 clusters Score -666558.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -666568.875000 Penalty: 4255.669922
	Iteration 24Q: 3 clusters Score -666568.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -666577.687500 Penalty: 4255.669922
	Iteration 25Q: 3 clusters Score -666577.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -666585.687500 Penalty: 4255.669922
	Iteration 26Q: 3 clusters Score -666585.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -666593.062500 Penalty: 4255.669922
	Iteration 27Q: 3 clusters Score -666593.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -666603.812500 Penalty: 4255.669922
	Iteration 28Q: 3 clusters Score -666603.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -666616.250000 Penalty: 4255.669922
	Iteration 29Q: 3 clusters Score -666616.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -666632.000000 Penalty: 4255.669922
	Iteration 30Q: 3 clusters Score -666632 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -666649.062500 Penalty: 4255.669922
	Iteration 31Q: 3 clusters Score -666649.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -666666.000000 Penalty: 4255.669922
	Iteration 32Q: 3 clusters Score -666666 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -666680.187500 Penalty: 4255.669922
	Iteration 33Q: 3 clusters Score -666680.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -666688.562500 Penalty: 4255.669922
	Iteration 34Q: 3 clusters Score -666688.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -666696.437500 Penalty: 4255.669922
	Iteration 35Q: 3 clusters Score -666696.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -666706.500000 Penalty: 4255.669922
	Iteration 36Q: 3 clusters Score -666706.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -666714.812500 Penalty: 4255.669922
	Iteration 37Q: 3 clusters Score -666714.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -666725.562500 Penalty: 4255.669922
	Iteration 38Q: 3 clusters Score -666725.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -666734.062500 Penalty: 4255.669922
	Iteration 39Q: 3 clusters Score -666734.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -666741.062500 Penalty: 4255.669922
	Iteration 40F: 3 clusters Score -666741.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -666751.562500 Penalty: 4255.669922
	Iteration 41Q: 3 clusters Score -666751.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -666758.625000 Penalty: 4255.669922
	Iteration 42Q: 3 clusters Score -666758.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -666765.875000 Penalty: 4255.669922
	Iteration 43Q: 3 clusters Score -666765.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -666772.437500 Penalty: 4255.669922
	Iteration 44Q: 3 clusters Score -666772.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -666775.812500 Penalty: 4255.669922
	Iteration 45Q: 3 clusters Score -666775.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -666781.875000 Penalty: 4255.669922
	Iteration 46Q: 3 clusters Score -666781.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -666783.750000 Penalty: 4255.669922
	Iteration 47Q: 3 clusters Score -666783.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -666786.500000 Penalty: 4255.669922
	Iteration 48Q: 3 clusters Score -666786.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -666787.437500 Penalty: 4255.669922
	Iteration 49Q: 3 clusters Score -666787.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -666789.000000 Penalty: 4255.669922
	Iteration 50Q: 3 clusters Score -666789 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -666792.437500 Penalty: 4255.669922
	Iteration 51Q: 3 clusters Score -666792.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -666796.750000 Penalty: 4255.669922
	Iteration 52Q: 3 clusters Score -666796.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -666802.250000 Penalty: 4255.669922
	Iteration 53Q: 3 clusters Score -666802.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -666803.625000 Penalty: 4255.669922
	Iteration 54Q: 3 clusters Score -666803.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -666805.562500 Penalty: 4255.669922
	Iteration 55Q: 3 clusters Score -666805.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -666809.062500 Penalty: 4255.669922
	Iteration 56Q: 3 clusters Score -666809.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -666810.125000 Penalty: 4255.669922
	Iteration 57Q: 3 clusters Score -666810.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -666811.062500 Penalty: 4255.669922
	Iteration 58Q: 3 clusters Score -666811.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -666812.375000 Penalty: 4255.669922
	Iteration 59Q: 3 clusters Score -666812.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -666812.875000 Penalty: 4255.669922
	Iteration 60F: 3 clusters Score -666812.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -666814.062500 Penalty: 4255.669922
	Iteration 61Q: 3 clusters Score -666814.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -666815.375000 Penalty: 4255.669922
	Iteration 62Q: 3 clusters Score -666815.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -666816.125000 Penalty: 4255.669922
	Iteration 63Q: 3 clusters Score -666816.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -666816.625000 Penalty: 4255.669922
	Iteration 64Q: 3 clusters Score -666816.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -666816.687500 Penalty: 4255.669922
	Iteration 65Q: 3 clusters Score -666816.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -666818.875000 Penalty: 4255.669922
	Iteration 66Q: 3 clusters Score -666818.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -666821.187500 Penalty: 4255.669922
	Iteration 67Q: 3 clusters Score -666821.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -666821.875000 Penalty: 4255.669922
	Iteration 68Q: 3 clusters Score -666821.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -666823.250000 Penalty: 4255.669922
	Iteration 69Q: 3 clusters Score -666823.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -666823.562500 Penalty: 4255.669922
	Iteration 70Q: 3 clusters Score -666823.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -666823.750000 Penalty: 4255.669922
	Iteration 71Q: 3 clusters Score -666823.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -666825.812500 Penalty: 4255.669922
	Iteration 72Q: 3 clusters Score -666825.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -666825.875000 Penalty: 4255.669922
	Iteration 73Q: 3 clusters Score -666825.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -666826.687500 Penalty: 4255.669922
	Iteration 74Q: 3 clusters Score -666826.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -666829.812500 Penalty: 4255.669922
	Iteration 75Q: 3 clusters Score -666829.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -666831.875000 Penalty: 4255.669922
	Iteration 76Q: 3 clusters Score -666831.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -666834.000000 Penalty: 4255.669922
	Iteration 77Q: 3 clusters Score -666834 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -666835.562500 Penalty: 4255.669922
	Iteration 78Q: 3 clusters Score -666835.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -666836.250000 Penalty: 4255.669922
	Iteration 79Q: 3 clusters Score -666836.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -666837.625000 Penalty: 4255.669922
	Iteration 80F: 3 clusters Score -666837.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -666841.937500 Penalty: 4255.669922
	Iteration 81Q: 3 clusters Score -666841.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -666846.375000 Penalty: 4255.669922
	Iteration 82Q: 3 clusters Score -666846.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -666850.437500 Penalty: 4255.669922
	Iteration 83Q: 3 clusters Score -666850.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -666856.000000 Penalty: 4255.669922
	Iteration 84Q: 3 clusters Score -666856 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -666864.625000 Penalty: 4255.669922
	Iteration 85Q: 3 clusters Score -666864.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -666871.000000 Penalty: 4255.669922
	Iteration 86Q: 3 clusters Score -666871 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -666874.250000 Penalty: 4255.669922
	Iteration 87Q: 3 clusters Score -666874.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -666877.937500 Penalty: 4255.669922
	Iteration 88Q: 3 clusters Score -666877.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -666885.062500 Penalty: 4255.669922
	Iteration 89Q: 3 clusters Score -666885.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -666890.562500 Penalty: 4255.669922
	Iteration 90Q: 3 clusters Score -666890.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -666893.937500 Penalty: 4255.669922
	Iteration 91Q: 3 clusters Score -666893.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -666897.312500 Penalty: 4255.669922
	Iteration 92Q: 3 clusters Score -666897.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -666899.812500 Penalty: 4255.669922
	Iteration 93Q: 3 clusters Score -666899.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -666902.562500 Penalty: 4255.669922
	Iteration 94Q: 3 clusters Score -666902.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -666905.187500 Penalty: 4255.669922
	Iteration 95Q: 3 clusters Score -666905.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -666906.562500 Penalty: 4255.669922
	Iteration 96Q: 3 clusters Score -666906.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -666907.125000 Penalty: 4255.669922
	Iteration 97Q: 3 clusters Score -666907.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -666906.562500 Penalty: 4255.669922
	Iteration 98Q: 3 clusters Score -666906.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -666907.500000 Penalty: 4255.669922
	Iteration 99Q: 3 clusters Score -666907.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -666909.500000 Penalty: 4255.669922
	Iteration 100F: 3 clusters Score -666909.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -666911.187500 Penalty: 4255.669922
	Iteration 101Q: 3 clusters Score -666911.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -666912.125000 Penalty: 4255.669922
	Iteration 102Q: 3 clusters Score -666912.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -666914.750000 Penalty: 4255.669922
	Iteration 103Q: 3 clusters Score -666914.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -666917.625000 Penalty: 4255.669922
	Iteration 104Q: 3 clusters Score -666917.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -666920.125000 Penalty: 4255.669922
	Iteration 105Q: 3 clusters Score -666920.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -666921.875000 Penalty: 4255.669922
	Iteration 106Q: 3 clusters Score -666921.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -666923.375000 Penalty: 4255.669922
	Iteration 107Q: 3 clusters Score -666923.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -666925.750000 Penalty: 4255.669922
	Iteration 108Q: 3 clusters Score -666925.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -666926.375000 Penalty: 4255.669922
	Iteration 109Q: 3 clusters Score -666926.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -666927.062500 Penalty: 4255.669922
	Iteration 110Q: 3 clusters Score -666927.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -666929.562500 Penalty: 4255.669922
	Iteration 111Q: 3 clusters Score -666929.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -666930.625000 Penalty: 4255.669922
	Iteration 112Q: 3 clusters Score -666930.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -666932.000000 Penalty: 4255.669922
	Iteration 113Q: 3 clusters Score -666932 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -666933.250000 Penalty: 4255.669922
	Iteration 114Q: 3 clusters Score -666933.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -666932.125000 Penalty: 4255.669922
	Iteration 115Q: 3 clusters Score -666932.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -666934.875000 Penalty: 4255.669922
	Iteration 116Q: 3 clusters Score -666934.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -666934.187500 Penalty: 4255.669922
	Iteration 117Q: 3 clusters Score -666934.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -666933.937500 Penalty: 4255.669922
	Iteration 118Q: 3 clusters Score -666933.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -666933.312500 Penalty: 4255.669922
	Iteration 119Q: 3 clusters Score -666933.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -666933.312500 Penalty: 4255.669922
	Iteration 120F: 3 clusters Score -666933.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (2913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Entering Unmasked Estep 
Score: -378468.750000 Penalty: 1978.280762
	Iteration 0F: 2 clusters Score -378468.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -375223.312500 Penalty: 3956.561523
	Iteration 0F: 3 clusters Score -375223.3 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -375861.937500 Penalty: 3956.561523
	Iteration 1F: 3 clusters Score -375861.9 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -376040.125000 Penalty: 3956.561523
	Iteration 2F: 3 clusters Score -376040.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -376127.437500 Penalty: 3956.561523
	Iteration 3F: 3 clusters Score -376127.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -376175.843750 Penalty: 3956.561523
	Iteration 4Q: 3 clusters Score -376175.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -376210.375000 Penalty: 3956.561523
	Iteration 5Q: 3 clusters Score -376210.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -376233.656250 Penalty: 3956.561523
	Iteration 6Q: 3 clusters Score -376233.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -376255.281250 Penalty: 3956.561523
	Iteration 7Q: 3 clusters Score -376255.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -376266.437500 Penalty: 3956.561523
	Iteration 8Q: 3 clusters Score -376266.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -376277.218750 Penalty: 3956.561523
	Iteration 9Q: 3 clusters Score -376277.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -376287.250000 Penalty: 3956.561523
	Iteration 10Q: 3 clusters Score -376287.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -376295.093750 Penalty: 3956.561523
	Iteration 11Q: 3 clusters Score -376295.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -376297.562500 Penalty: 3956.561523
	Iteration 12Q: 3 clusters Score -376297.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -376300.093750 Penalty: 3956.561523
	Iteration 13Q: 3 clusters Score -376300.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -376300.781250 Penalty: 3956.561523
	Iteration 14Q: 3 clusters Score -376300.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -376302.312500 Penalty: 3956.561523
	Iteration 15Q: 3 clusters Score -376302.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -376303.906250 Penalty: 3956.561523
	Iteration 16Q: 3 clusters Score -376303.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -376307.437500 Penalty: 3956.561523
	Iteration 17Q: 3 clusters Score -376307.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -376312.656250 Penalty: 3956.561523
	Iteration 18Q: 3 clusters Score -376312.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -376317.218750 Penalty: 3956.561523
	Iteration 19Q: 3 clusters Score -376317.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -376321.906250 Penalty: 3956.561523
	Iteration 20F: 3 clusters Score -376321.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -376324.437500 Penalty: 3956.561523
	Iteration 21Q: 3 clusters Score -376324.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -376326.843750 Penalty: 3956.561523
	Iteration 22Q: 3 clusters Score -376326.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -376329.531250 Penalty: 3956.561523
	Iteration 23Q: 3 clusters Score -376329.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -376331.250000 Penalty: 3956.561523
	Iteration 24Q: 3 clusters Score -376331.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -376333.343750 Penalty: 3956.561523
	Iteration 25Q: 3 clusters Score -376333.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -376334.625000 Penalty: 3956.561523
	Iteration 26Q: 3 clusters Score -376334.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -376334.625000 Penalty: 3956.561523
	Iteration 27F: 3 clusters Score -376334.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (3709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Entering Unmasked Estep 
Score: -461842.687500 Penalty: 2038.192261
	Iteration 0F: 2 clusters Score -461842.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -458151.031250 Penalty: 4076.384521
	Iteration 0F: 3 clusters Score -458151 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -458966.843750 Penalty: 4076.384521
	Iteration 1F: 3 clusters Score -458966.8 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -459141.875000 Penalty: 4076.384521
	Iteration 2F: 3 clusters Score -459141.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -459245.218750 Penalty: 4076.384521
	Iteration 3Q: 3 clusters Score -459245.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -459314.812500 Penalty: 4076.384521
	Iteration 4Q: 3 clusters Score -459314.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -459360.156250 Penalty: 4076.384521
	Iteration 5Q: 3 clusters Score -459360.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -459399.968750 Penalty: 4076.384521
	Iteration 6Q: 3 clusters Score -459400 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -459431.843750 Penalty: 4076.384521
	Iteration 7Q: 3 clusters Score -459431.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -459454.375000 Penalty: 4076.384521
	Iteration 8Q: 3 clusters Score -459454.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -459471.625000 Penalty: 4076.384521
	Iteration 9Q: 3 clusters Score -459471.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -459486.312500 Penalty: 4076.384521
	Iteration 10Q: 3 clusters Score -459486.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -459506.750000 Penalty: 4076.384521
	Iteration 11Q: 3 clusters Score -459506.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -459521.406250 Penalty: 4076.384521
	Iteration 12Q: 3 clusters Score -459521.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -459532.718750 Penalty: 4076.384521
	Iteration 13Q: 3 clusters Score -459532.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -459542.812500 Penalty: 4076.384521
	Iteration 14Q: 3 clusters Score -459542.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -459554.937500 Penalty: 4076.384521
	Iteration 15Q: 3 clusters Score -459554.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -459564.187500 Penalty: 4076.384521
	Iteration 16Q: 3 clusters Score -459564.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -459573.750000 Penalty: 4076.384521
	Iteration 17Q: 3 clusters Score -459573.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -459580.687500 Penalty: 4076.384521
	Iteration 18Q: 3 clusters Score -459580.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -459587.781250 Penalty: 4076.384521
	Iteration 19Q: 3 clusters Score -459587.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -459597.062500 Penalty: 4076.384521
	Iteration 20F: 3 clusters Score -459597.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -459605.687500 Penalty: 4076.384521
	Iteration 21Q: 3 clusters Score -459605.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -459619.250000 Penalty: 4076.384521
	Iteration 22Q: 3 clusters Score -459619.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -459636.343750 Penalty: 4076.384521
	Iteration 23Q: 3 clusters Score -459636.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -459656.625000 Penalty: 4076.384521
	Iteration 24Q: 3 clusters Score -459656.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -459675.312500 Penalty: 4076.384521
	Iteration 25Q: 3 clusters Score -459675.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -459691.281250 Penalty: 4076.384521
	Iteration 26Q: 3 clusters Score -459691.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -459706.406250 Penalty: 4076.384521
	Iteration 27Q: 3 clusters Score -459706.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -459717.562500 Penalty: 4076.384521
	Iteration 28Q: 3 clusters Score -459717.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -459732.187500 Penalty: 4076.384521
	Iteration 29Q: 3 clusters Score -459732.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -459748.000000 Penalty: 4076.384521
	Iteration 30Q: 3 clusters Score -459748 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -459765.937500 Penalty: 4076.384521
	Iteration 31Q: 3 clusters Score -459765.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -459780.375000 Penalty: 4076.384521
	Iteration 32Q: 3 clusters Score -459780.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -459797.562500 Penalty: 4076.384521
	Iteration 33Q: 3 clusters Score -459797.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -459808.718750 Penalty: 4076.384521
	Iteration 34Q: 3 clusters Score -459808.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -459821.437500 Penalty: 4076.384521
	Iteration 35Q: 3 clusters Score -459821.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -459829.750000 Penalty: 4076.384521
	Iteration 36Q: 3 clusters Score -459829.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -459837.812500 Penalty: 4076.384521
	Iteration 37Q: 3 clusters Score -459837.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -459845.437500 Penalty: 4076.384521
	Iteration 38Q: 3 clusters Score -459845.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -459850.687500 Penalty: 4076.384521
	Iteration 39Q: 3 clusters Score -459850.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -459855.156250 Penalty: 4076.384521
	Iteration 40F: 3 clusters Score -459855.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -459862.562500 Penalty: 4076.384521
	Iteration 41Q: 3 clusters Score -459862.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -459869.687500 Penalty: 4076.384521
	Iteration 42Q: 3 clusters Score -459869.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -459875.781250 Penalty: 4076.384521
	Iteration 43Q: 3 clusters Score -459875.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -459880.531250 Penalty: 4076.384521
	Iteration 44Q: 3 clusters Score -459880.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -459882.875000 Penalty: 4076.384521
	Iteration 45Q: 3 clusters Score -459882.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -459884.343750 Penalty: 4076.384521
	Iteration 46Q: 3 clusters Score -459884.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -459885.437500 Penalty: 4076.384521
	Iteration 47Q: 3 clusters Score -459885.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -459887.812500 Penalty: 4076.384521
	Iteration 48Q: 3 clusters Score -459887.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -459892.218750 Penalty: 4076.384521
	Iteration 49Q: 3 clusters Score -459892.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -459895.781250 Penalty: 4076.384521
	Iteration 50Q: 3 clusters Score -459895.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -459899.687500 Penalty: 4076.384521
	Iteration 51Q: 3 clusters Score -459899.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -459903.937500 Penalty: 4076.384521
	Iteration 52Q: 3 clusters Score -459903.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -459912.281250 Penalty: 4076.384521
	Iteration 53Q: 3 clusters Score -459912.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -459917.781250 Penalty: 4076.384521
	Iteration 54Q: 3 clusters Score -459917.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -459926.156250 Penalty: 4076.384521
	Iteration 55Q: 3 clusters Score -459926.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -459934.406250 Penalty: 4076.384521
	Iteration 56Q: 3 clusters Score -459934.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -459939.281250 Penalty: 4076.384521
	Iteration 57Q: 3 clusters Score -459939.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -459942.562500 Penalty: 4076.384521
	Iteration 58Q: 3 clusters Score -459942.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -459945.531250 Penalty: 4076.384521
	Iteration 59Q: 3 clusters Score -459945.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -459947.562500 Penalty: 4076.384521
	Iteration 60F: 3 clusters Score -459947.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -459948.437500 Penalty: 4076.384521
	Iteration 61Q: 3 clusters Score -459948.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -459949.687500 Penalty: 4076.384521
	Iteration 62Q: 3 clusters Score -459949.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -459951.187500 Penalty: 4076.384521
	Iteration 63Q: 3 clusters Score -459951.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -459953.843750 Penalty: 4076.384521
	Iteration 64Q: 3 clusters Score -459953.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -459956.343750 Penalty: 4076.384521
	Iteration 65Q: 3 clusters Score -459956.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -459958.562500 Penalty: 4076.384521
	Iteration 66Q: 3 clusters Score -459958.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -459959.500000 Penalty: 4076.384521
	Iteration 67Q: 3 clusters Score -459959.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -459961.000000 Penalty: 4076.384521
	Iteration 68Q: 3 clusters Score -459961 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -459962.625000 Penalty: 4076.384521
	Iteration 69Q: 3 clusters Score -459962.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -459964.718750 Penalty: 4076.384521
	Iteration 70Q: 3 clusters Score -459964.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -459965.531250 Penalty: 4076.384521
	Iteration 71Q: 3 clusters Score -459965.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -459965.531250 Penalty: 4076.384521
	Iteration 72F: 3 clusters Score -459965.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Entering Unmasked Estep 
Score: -33928.414062 Penalty: 1564.859741
	Iteration 0F: 2 clusters Score -33928.41 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 287 members 
Entering Unmasked Estep 
Score: -32654.091797 Penalty: 3129.719482
	Iteration 0F: 3 clusters Score -32654.09 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -33154.660156 Penalty: 3129.719482
	Iteration 1F: 3 clusters Score -33154.66 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -33388.277344 Penalty: 3129.719482
	Iteration 2F: 3 clusters Score -33388.28 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -33671.675781 Penalty: 3129.719482
	Iteration 3F: 3 clusters Score -33671.68 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -33733.269531 Penalty: 3129.719482
	Iteration 4Q: 3 clusters Score -33733.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -33747.757812 Penalty: 3129.719482
	Iteration 5Q: 3 clusters Score -33747.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -33757.000000 Penalty: 3129.719482
	Iteration 6Q: 3 clusters Score -33757 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -33760.898438 Penalty: 3129.719482
	Iteration 7Q: 3 clusters Score -33760.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -33769.925781 Penalty: 3129.719482
	Iteration 8Q: 3 clusters Score -33769.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -33772.605469 Penalty: 3129.719482
	Iteration 9Q: 3 clusters Score -33772.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -33773.390625 Penalty: 3129.719482
	Iteration 10Q: 3 clusters Score -33773.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -33773.390625 Penalty: 3129.719482
	Iteration 11F: 3 clusters Score -33773.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (3468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Entering Unmasked Estep 
Score: -443280.062500 Penalty: 2021.530518
	Iteration 0F: 2 clusters Score -443280.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -439710.593750 Penalty: 4043.061035
	Iteration 0F: 3 clusters Score -439710.6 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -440424.656250 Penalty: 4043.061035
	Iteration 1F: 3 clusters Score -440424.7 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -440600.187500 Penalty: 4043.061035
	Iteration 2F: 3 clusters Score -440600.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -440704.593750 Penalty: 4043.061035
	Iteration 3Q: 3 clusters Score -440704.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -440758.593750 Penalty: 4043.061035
	Iteration 4Q: 3 clusters Score -440758.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -440797.687500 Penalty: 4043.061035
	Iteration 5Q: 3 clusters Score -440797.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -440835.312500 Penalty: 4043.061035
	Iteration 6Q: 3 clusters Score -440835.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -440859.062500 Penalty: 4043.061035
	Iteration 7Q: 3 clusters Score -440859.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -440881.406250 Penalty: 4043.061035
	Iteration 8Q: 3 clusters Score -440881.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -440897.687500 Penalty: 4043.061035
	Iteration 9Q: 3 clusters Score -440897.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -440911.687500 Penalty: 4043.061035
	Iteration 10Q: 3 clusters Score -440911.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -440920.906250 Penalty: 4043.061035
	Iteration 11Q: 3 clusters Score -440920.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -440929.375000 Penalty: 4043.061035
	Iteration 12Q: 3 clusters Score -440929.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -440936.812500 Penalty: 4043.061035
	Iteration 13Q: 3 clusters Score -440936.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -440944.500000 Penalty: 4043.061035
	Iteration 14Q: 3 clusters Score -440944.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -440953.750000 Penalty: 4043.061035
	Iteration 15Q: 3 clusters Score -440953.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -440963.656250 Penalty: 4043.061035
	Iteration 16Q: 3 clusters Score -440963.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -440974.468750 Penalty: 4043.061035
	Iteration 17Q: 3 clusters Score -440974.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -440978.562500 Penalty: 4043.061035
	Iteration 18Q: 3 clusters Score -440978.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -440982.218750 Penalty: 4043.061035
	Iteration 19Q: 3 clusters Score -440982.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -440985.625000 Penalty: 4043.061035
	Iteration 20F: 3 clusters Score -440985.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -440988.125000 Penalty: 4043.061035
	Iteration 21Q: 3 clusters Score -440988.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -440989.468750 Penalty: 4043.061035
	Iteration 22Q: 3 clusters Score -440989.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -440990.812500 Penalty: 4043.061035
	Iteration 23Q: 3 clusters Score -440990.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -440991.375000 Penalty: 4043.061035
	Iteration 24Q: 3 clusters Score -440991.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -440994.375000 Penalty: 4043.061035
	Iteration 25Q: 3 clusters Score -440994.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -440994.375000 Penalty: 4043.061035
	Iteration 26Q: 3 clusters Score -440994.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -440996.000000 Penalty: 4043.061035
	Iteration 27Q: 3 clusters Score -440996 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -440996.000000 Penalty: 4043.061035
	Iteration 28F: 3 clusters Score -440996 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (1907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Entering Unmasked Estep 
Score: -239437.968750 Penalty: 1873.215088
	Iteration 0F: 2 clusters Score -239438 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -236842.171875 Penalty: 3746.430176
	Iteration 0F: 3 clusters Score -236842.2 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -237271.093750 Penalty: 3746.430176
	Iteration 1F: 3 clusters Score -237271.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -237403.656250 Penalty: 3746.430176
	Iteration 2F: 3 clusters Score -237403.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -237477.843750 Penalty: 3746.430176
	Iteration 3Q: 3 clusters Score -237477.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -237518.328125 Penalty: 3746.430176
	Iteration 4Q: 3 clusters Score -237518.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -237543.203125 Penalty: 3746.430176
	Iteration 5Q: 3 clusters Score -237543.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -237555.484375 Penalty: 3746.430176
	Iteration 6Q: 3 clusters Score -237555.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -237566.531250 Penalty: 3746.430176
	Iteration 7Q: 3 clusters Score -237566.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -237571.500000 Penalty: 3746.430176
	Iteration 8Q: 3 clusters Score -237571.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -237576.343750 Penalty: 3746.430176
	Iteration 9Q: 3 clusters Score -237576.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -237580.359375 Penalty: 3746.430176
	Iteration 10Q: 3 clusters Score -237580.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -237583.296875 Penalty: 3746.430176
	Iteration 11Q: 3 clusters Score -237583.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -237586.046875 Penalty: 3746.430176
	Iteration 12Q: 3 clusters Score -237586 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -237587.718750 Penalty: 3746.430176
	Iteration 13Q: 3 clusters Score -237587.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -237590.328125 Penalty: 3746.430176
	Iteration 14Q: 3 clusters Score -237590.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -237592.562500 Penalty: 3746.430176
	Iteration 15Q: 3 clusters Score -237592.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -237592.578125 Penalty: 3746.430176
	Iteration 16Q: 3 clusters Score -237592.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -237592.578125 Penalty: 3746.430176
	Iteration 17F: 3 clusters Score -237592.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Entering Unmasked Estep 
Score: -50380.152344 Penalty: 1469.877686
	Iteration 0F: 2 clusters Score -50380.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -49071.570312 Penalty: 2939.755371
	Iteration 0F: 3 clusters Score -49071.57 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -49422.097656 Penalty: 2939.755371
	Iteration 1F: 3 clusters Score -49422.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -49655.296875 Penalty: 2939.755371
	Iteration 2F: 3 clusters Score -49655.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -49843.800781 Penalty: 2939.755371
	Iteration 3F: 3 clusters Score -49843.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -49955.578125 Penalty: 2939.755371
	Iteration 4Q: 3 clusters Score -49955.58 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -50017.515625 Penalty: 2939.755371
	Iteration 5Q: 3 clusters Score -50017.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -50049.949219 Penalty: 2939.755371
	Iteration 6Q: 3 clusters Score -50049.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -50057.562500 Penalty: 2939.755371
	Iteration 7Q: 3 clusters Score -50057.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -50080.070312 Penalty: 2939.755371
	Iteration 8Q: 3 clusters Score -50080.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -50093.890625 Penalty: 2939.755371
	Iteration 9Q: 3 clusters Score -50093.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -50099.597656 Penalty: 2939.755371
	Iteration 10Q: 3 clusters Score -50099.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -50099.597656 Penalty: 2939.755371
	Iteration 11F: 3 clusters Score -50099.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (5100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Entering Unmasked Estep 
Score: -539931.187500 Penalty: 2117.175049
	Iteration 0F: 2 clusters Score -539931.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -535390.125000 Penalty: 4234.350098
	Iteration 0F: 3 clusters Score -535390.1 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -536792.687500 Penalty: 4234.350098
	Iteration 1F: 3 clusters Score -536792.7 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -537327.000000 Penalty: 4234.350098
	Iteration 2F: 3 clusters Score -537327 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -537686.187500 Penalty: 4234.350098
	Iteration 3F: 3 clusters Score -537686.2 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -537925.437500 Penalty: 4234.350098
	Iteration 4F: 3 clusters Score -537925.4 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -538098.187500 Penalty: 4234.350098
	Iteration 5Q: 3 clusters Score -538098.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -538211.187500 Penalty: 4234.350098
	Iteration 6Q: 3 clusters Score -538211.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -538294.562500 Penalty: 4234.350098
	Iteration 7Q: 3 clusters Score -538294.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -538360.062500 Penalty: 4234.350098
	Iteration 8Q: 3 clusters Score -538360.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -538432.250000 Penalty: 4234.350098
	Iteration 9Q: 3 clusters Score -538432.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -538485.750000 Penalty: 4234.350098
	Iteration 10Q: 3 clusters Score -538485.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -538525.312500 Penalty: 4234.350098
	Iteration 11Q: 3 clusters Score -538525.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -538569.625000 Penalty: 4234.350098
	Iteration 12Q: 3 clusters Score -538569.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -538626.000000 Penalty: 4234.350098
	Iteration 13Q: 3 clusters Score -538626 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -538679.375000 Penalty: 4234.350098
	Iteration 14Q: 3 clusters Score -538679.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -538742.312500 Penalty: 4234.350098
	Iteration 15Q: 3 clusters Score -538742.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -538807.312500 Penalty: 4234.350098
	Iteration 16Q: 3 clusters Score -538807.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -538875.375000 Penalty: 4234.350098
	Iteration 17Q: 3 clusters Score -538875.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -538919.250000 Penalty: 4234.350098
	Iteration 18Q: 3 clusters Score -538919.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -538947.062500 Penalty: 4234.350098
	Iteration 19Q: 3 clusters Score -538947.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -538973.750000 Penalty: 4234.350098
	Iteration 20F: 3 clusters Score -538973.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -538994.875000 Penalty: 4234.350098
	Iteration 21Q: 3 clusters Score -538994.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -539022.250000 Penalty: 4234.350098
	Iteration 22Q: 3 clusters Score -539022.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -539042.875000 Penalty: 4234.350098
	Iteration 23Q: 3 clusters Score -539042.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -539058.562500 Penalty: 4234.350098
	Iteration 24Q: 3 clusters Score -539058.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -539071.937500 Penalty: 4234.350098
	Iteration 25Q: 3 clusters Score -539071.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -539083.937500 Penalty: 4234.350098
	Iteration 26Q: 3 clusters Score -539083.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -539096.437500 Penalty: 4234.350098
	Iteration 27Q: 3 clusters Score -539096.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -539107.312500 Penalty: 4234.350098
	Iteration 28Q: 3 clusters Score -539107.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -539116.312500 Penalty: 4234.350098
	Iteration 29Q: 3 clusters Score -539116.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -539125.125000 Penalty: 4234.350098
	Iteration 30Q: 3 clusters Score -539125.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -539132.187500 Penalty: 4234.350098
	Iteration 31Q: 3 clusters Score -539132.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -539142.062500 Penalty: 4234.350098
	Iteration 32Q: 3 clusters Score -539142.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -539148.875000 Penalty: 4234.350098
	Iteration 33Q: 3 clusters Score -539148.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -539152.687500 Penalty: 4234.350098
	Iteration 34Q: 3 clusters Score -539152.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -539160.437500 Penalty: 4234.350098
	Iteration 35Q: 3 clusters Score -539160.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -539164.375000 Penalty: 4234.350098
	Iteration 36Q: 3 clusters Score -539164.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -539167.875000 Penalty: 4234.350098
	Iteration 37Q: 3 clusters Score -539167.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -539170.937500 Penalty: 4234.350098
	Iteration 38Q: 3 clusters Score -539170.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -539173.375000 Penalty: 4234.350098
	Iteration 39Q: 3 clusters Score -539173.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -539174.250000 Penalty: 4234.350098
	Iteration 40F: 3 clusters Score -539174.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -539175.562500 Penalty: 4234.350098
	Iteration 41Q: 3 clusters Score -539175.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -539176.562500 Penalty: 4234.350098
	Iteration 42Q: 3 clusters Score -539176.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -539177.562500 Penalty: 4234.350098
	Iteration 43Q: 3 clusters Score -539177.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -539177.812500 Penalty: 4234.350098
	Iteration 44Q: 3 clusters Score -539177.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -539178.000000 Penalty: 4234.350098
	Iteration 45Q: 3 clusters Score -539178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -539179.062500 Penalty: 4234.350098
	Iteration 46Q: 3 clusters Score -539179.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -539179.062500 Penalty: 4234.350098
	Iteration 47F: 3 clusters Score -539179.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (1835 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Entering Unmasked Estep 
Score: -264861.437500 Penalty: 1863.670288
	Iteration 0F: 2 clusters Score -264861.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -262467.750000 Penalty: 3727.340576
	Iteration 0F: 3 clusters Score -262467.8 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -263610.843750 Penalty: 3727.340576
	Iteration 1F: 3 clusters Score -263610.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -264324.968750 Penalty: 3727.340576
	Iteration 2F: 3 clusters Score -264325 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -264695.375000 Penalty: 3727.340576
	Iteration 3F: 3 clusters Score -264695.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -264960.062500 Penalty: 3727.340576
	Iteration 4F: 3 clusters Score -264960.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -265097.375000 Penalty: 3727.340576
	Iteration 5Q: 3 clusters Score -265097.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -265149.906250 Penalty: 3727.340576
	Iteration 6Q: 3 clusters Score -265149.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -265193.937500 Penalty: 3727.340576
	Iteration 7Q: 3 clusters Score -265193.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -265236.781250 Penalty: 3727.340576
	Iteration 8Q: 3 clusters Score -265236.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -265297.593750 Penalty: 3727.340576
	Iteration 9Q: 3 clusters Score -265297.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -265369.437500 Penalty: 3727.340576
	Iteration 10Q: 3 clusters Score -265369.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -265419.218750 Penalty: 3727.340576
	Iteration 11Q: 3 clusters Score -265419.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -265476.625000 Penalty: 3727.340576
	Iteration 12Q: 3 clusters Score -265476.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -265541.687500 Penalty: 3727.340576
	Iteration 13Q: 3 clusters Score -265541.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -265608.156250 Penalty: 3727.340576
	Iteration 14Q: 3 clusters Score -265608.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -265634.187500 Penalty: 3727.340576
	Iteration 15Q: 3 clusters Score -265634.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -265637.593750 Penalty: 3727.340576
	Iteration 16Q: 3 clusters Score -265637.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -265640.281250 Penalty: 3727.340576
	Iteration 17Q: 3 clusters Score -265640.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -265647.281250 Penalty: 3727.340576
	Iteration 18Q: 3 clusters Score -265647.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -265650.312500 Penalty: 3727.340576
	Iteration 19Q: 3 clusters Score -265650.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -265650.687500 Penalty: 3727.340576
	Iteration 20F: 3 clusters Score -265650.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -265651.343750 Penalty: 3727.340576
	Iteration 21Q: 3 clusters Score -265651.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -265651.343750 Penalty: 3727.340576
	Iteration 22F: 3 clusters Score -265651.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 52548 members 
Mstep: Class 3 contains 5280 members 
Mstep: Class 4 contains 27249 members 
Mstep: Class 5 contains 8288 members 
Mstep: Class 6 contains 4490 members 
Mstep: Class 7 contains 26583 members 
Mstep: Class 8 contains 750 members 
Mstep: Class 9 contains 10973 members 
Mstep: Class 10 contains 3040 members 
Mstep: Class 11 contains 37309 members 
Mstep: Class 12 contains 23336 members 
Mstep: Class 13 contains 215713 members 
Mstep: Class 14 contains 40986 members 
Mstep: Class 15 contains 801 members 
Mstep: Class 16 contains 29095 members 
Mstep: Class 17 contains 9369 members 
Mstep: Class 18 contains 14308 members 
Mstep: Class 19 contains 61586 members 
Mstep: Class 20 contains 10998 members 
Mstep: Class 21 contains 16561 members 
Mstep: Class 22 contains 2993 members 
Mstep: Class 23 contains 2570 members 
Mstep: Class 24 contains 18662 members 
Mstep: Class 25 contains 2068 members 
Mstep: Class 26 contains 22283 members 
Mstep: Class 27 contains 6174 members 
Mstep: Class 28 contains 4152 members 
Mstep: Class 29 contains 37122 members 
Mstep: Class 30 contains 4527 members 
Mstep: Class 31 contains 481 members 
Mstep: Class 32 contains 386 members 
Mstep: Class 33 contains 38550 members 
Mstep: Class 34 contains 606 members 
Mstep: Class 35 contains 8732 members 
Mstep: Class 36 contains 2453 members 
Mstep: Class 37 contains 164250 members 
Mstep: Class 38 contains 8339 members 
Mstep: Class 39 contains 4265 members 
Mstep: Class 40 contains 5324 members 
Mstep: Class 41 contains 2913 members 
Mstep: Class 42 contains 3709 members 
Mstep: Class 43 contains 550 members 
Mstep: Class 44 contains 3468 members 
Mstep: Class 45 contains 1907 members 
Mstep: Class 46 contains 375 members 
Mstep: Class 47 contains 5100 members 
Mstep: Class 48 contains 830 members 
Mstep: Class 49 contains 4225 members 
Mstep: Class 50 contains 6309 members 
Mstep: Class 51 contains 175515 members 
Mstep: Class 52 contains 344 members 
Mstep: Class 53 contains 208 members 
Mstep: Class 54 contains 355 members 
Mstep: Class 55 contains 4301 members 
Mstep: Class 56 contains 2518 members 
Mstep: Class 57 contains 179 members 
Mstep: Class 58 contains 10460 members 
Mstep: Class 59 contains 1152 members 
Mstep: Class 60 contains 17853 members 
Mstep: Class 61 contains 255 members 
Mstep: Class 62 contains 1170 members 
Mstep: Class 63 contains 438 members 
Mstep: Class 64 contains 344 members 
Mstep: Class 65 contains 614 members 
Mstep: Class 66 contains 2965 members 
Mstep: Class 67 contains 187 members 
Mstep: Class 68 contains 326 members 
Mstep: Class 69 contains 164 members 
Mstep: Class 70 contains 306 members 
Mstep: Class 71 contains 2363 members 
Mstep: Class 72 contains 452 members 
Mstep: Class 73 contains 372 members 
Mstep: Class 74 contains 226 members 
Mstep: Class 75 contains 509 members 
Mstep: Class 76 contains 228 members 
Mstep: Class 77 contains 399 members 
Mstep: Class 78 contains 1005 members 
Entering Unmasked Estep 
Score: -147550176.000000 Penalty: 270583.718750
Splitting cluster 48 changes total score from -147551264.000000 to -147550176.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 49 (4225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Entering Unmasked Estep 
Score: -533056.000000 Penalty: 2070.496094
	Iteration 0F: 2 clusters Score -533056 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -529000.687500 Penalty: 4140.992188
	Iteration 0F: 3 clusters Score -529000.7 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -529937.125000 Penalty: 4140.992188
	Iteration 1F: 3 clusters Score -529937.1 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -530124.000000 Penalty: 4140.992188
	Iteration 2F: 3 clusters Score -530124 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -530246.187500 Penalty: 4140.992188
	Iteration 3Q: 3 clusters Score -530246.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -530337.250000 Penalty: 4140.992188
	Iteration 4Q: 3 clusters Score -530337.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -530408.125000 Penalty: 4140.992188
	Iteration 5Q: 3 clusters Score -530408.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -530465.875000 Penalty: 4140.992188
	Iteration 6Q: 3 clusters Score -530465.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -530508.875000 Penalty: 4140.992188
	Iteration 7Q: 3 clusters Score -530508.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -530540.500000 Penalty: 4140.992188
	Iteration 8Q: 3 clusters Score -530540.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -530580.062500 Penalty: 4140.992188
	Iteration 9Q: 3 clusters Score -530580.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -530615.250000 Penalty: 4140.992188
	Iteration 10Q: 3 clusters Score -530615.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -530644.250000 Penalty: 4140.992188
	Iteration 11Q: 3 clusters Score -530644.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -530679.250000 Penalty: 4140.992188
	Iteration 12Q: 3 clusters Score -530679.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -530716.312500 Penalty: 4140.992188
	Iteration 13Q: 3 clusters Score -530716.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -530748.375000 Penalty: 4140.992188
	Iteration 14Q: 3 clusters Score -530748.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -530775.875000 Penalty: 4140.992188
	Iteration 15Q: 3 clusters Score -530775.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -530796.875000 Penalty: 4140.992188
	Iteration 16Q: 3 clusters Score -530796.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -530814.312500 Penalty: 4140.992188
	Iteration 17Q: 3 clusters Score -530814.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -530836.437500 Penalty: 4140.992188
	Iteration 18Q: 3 clusters Score -530836.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -530861.437500 Penalty: 4140.992188
	Iteration 19Q: 3 clusters Score -530861.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -530884.687500 Penalty: 4140.992188
	Iteration 20F: 3 clusters Score -530884.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -530910.750000 Penalty: 4140.992188
	Iteration 21Q: 3 clusters Score -530910.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -530931.187500 Penalty: 4140.992188
	Iteration 22Q: 3 clusters Score -530931.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -530956.812500 Penalty: 4140.992188
	Iteration 23Q: 3 clusters Score -530956.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -530974.500000 Penalty: 4140.992188
	Iteration 24Q: 3 clusters Score -530974.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -530989.687500 Penalty: 4140.992188
	Iteration 25Q: 3 clusters Score -530989.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -531006.937500 Penalty: 4140.992188
	Iteration 26Q: 3 clusters Score -531006.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -531033.625000 Penalty: 4140.992188
	Iteration 27Q: 3 clusters Score -531033.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -531062.937500 Penalty: 4140.992188
	Iteration 28Q: 3 clusters Score -531062.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -531092.812500 Penalty: 4140.992188
	Iteration 29Q: 3 clusters Score -531092.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -531119.812500 Penalty: 4140.992188
	Iteration 30Q: 3 clusters Score -531119.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -531140.000000 Penalty: 4140.992188
	Iteration 31Q: 3 clusters Score -531140 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -531157.125000 Penalty: 4140.992188
	Iteration 32Q: 3 clusters Score -531157.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -531172.500000 Penalty: 4140.992188
	Iteration 33Q: 3 clusters Score -531172.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -531189.500000 Penalty: 4140.992188
	Iteration 34Q: 3 clusters Score -531189.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -531200.687500 Penalty: 4140.992188
	Iteration 35Q: 3 clusters Score -531200.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -531209.250000 Penalty: 4140.992188
	Iteration 36Q: 3 clusters Score -531209.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -531219.375000 Penalty: 4140.992188
	Iteration 37Q: 3 clusters Score -531219.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -531229.437500 Penalty: 4140.992188
	Iteration 38Q: 3 clusters Score -531229.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -531239.125000 Penalty: 4140.992188
	Iteration 39Q: 3 clusters Score -531239.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -531247.562500 Penalty: 4140.992188
	Iteration 40F: 3 clusters Score -531247.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -531257.937500 Penalty: 4140.992188
	Iteration 41Q: 3 clusters Score -531257.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -531264.187500 Penalty: 4140.992188
	Iteration 42Q: 3 clusters Score -531264.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -531269.187500 Penalty: 4140.992188
	Iteration 43Q: 3 clusters Score -531269.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -531274.125000 Penalty: 4140.992188
	Iteration 44Q: 3 clusters Score -531274.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -531276.312500 Penalty: 4140.992188
	Iteration 45Q: 3 clusters Score -531276.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -531279.562500 Penalty: 4140.992188
	Iteration 46Q: 3 clusters Score -531279.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -531284.375000 Penalty: 4140.992188
	Iteration 47Q: 3 clusters Score -531284.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -531288.125000 Penalty: 4140.992188
	Iteration 48Q: 3 clusters Score -531288.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -531292.000000 Penalty: 4140.992188
	Iteration 49Q: 3 clusters Score -531292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -531293.375000 Penalty: 4140.992188
	Iteration 50Q: 3 clusters Score -531293.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -531293.562500 Penalty: 4140.992188
	Iteration 51Q: 3 clusters Score -531293.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -531294.125000 Penalty: 4140.992188
	Iteration 52Q: 3 clusters Score -531294.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -531294.937500 Penalty: 4140.992188
	Iteration 53Q: 3 clusters Score -531294.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -531294.937500 Penalty: 4140.992188
	Iteration 54F: 3 clusters Score -531294.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (6309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Entering Unmasked Estep 
Score: -793469.812500 Penalty: 2169.933594
	Iteration 0F: 2 clusters Score -793469.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -788073.312500 Penalty: 4339.867188
	Iteration 0F: 3 clusters Score -788073.3 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -789517.625000 Penalty: 4339.867188
	Iteration 1F: 3 clusters Score -789517.6 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -789771.062500 Penalty: 4339.867188
	Iteration 2F: 3 clusters Score -789771.1 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -789904.937500 Penalty: 4339.867188
	Iteration 3Q: 3 clusters Score -789904.9 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -790001.437500 Penalty: 4339.867188
	Iteration 4Q: 3 clusters Score -790001.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -790062.125000 Penalty: 4339.867188
	Iteration 5Q: 3 clusters Score -790062.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -790117.687500 Penalty: 4339.867188
	Iteration 6Q: 3 clusters Score -790117.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -790177.125000 Penalty: 4339.867188
	Iteration 7Q: 3 clusters Score -790177.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -790239.687500 Penalty: 4339.867188
	Iteration 8Q: 3 clusters Score -790239.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -790280.625000 Penalty: 4339.867188
	Iteration 9Q: 3 clusters Score -790280.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -790311.500000 Penalty: 4339.867188
	Iteration 10Q: 3 clusters Score -790311.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -790340.750000 Penalty: 4339.867188
	Iteration 11Q: 3 clusters Score -790340.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -790369.875000 Penalty: 4339.867188
	Iteration 12Q: 3 clusters Score -790369.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -790397.437500 Penalty: 4339.867188
	Iteration 13Q: 3 clusters Score -790397.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -790419.250000 Penalty: 4339.867188
	Iteration 14Q: 3 clusters Score -790419.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -790437.875000 Penalty: 4339.867188
	Iteration 15Q: 3 clusters Score -790437.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -790462.000000 Penalty: 4339.867188
	Iteration 16Q: 3 clusters Score -790462 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -790479.625000 Penalty: 4339.867188
	Iteration 17Q: 3 clusters Score -790479.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -790501.500000 Penalty: 4339.867188
	Iteration 18Q: 3 clusters Score -790501.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -790524.750000 Penalty: 4339.867188
	Iteration 19Q: 3 clusters Score -790524.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -790551.437500 Penalty: 4339.867188
	Iteration 20F: 3 clusters Score -790551.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -790581.625000 Penalty: 4339.867188
	Iteration 21Q: 3 clusters Score -790581.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -790617.312500 Penalty: 4339.867188
	Iteration 22Q: 3 clusters Score -790617.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -790666.187500 Penalty: 4339.867188
	Iteration 23Q: 3 clusters Score -790666.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -790706.500000 Penalty: 4339.867188
	Iteration 24Q: 3 clusters Score -790706.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -790755.937500 Penalty: 4339.867188
	Iteration 25Q: 3 clusters Score -790755.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -790812.062500 Penalty: 4339.867188
	Iteration 26Q: 3 clusters Score -790812.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -790878.562500 Penalty: 4339.867188
	Iteration 27Q: 3 clusters Score -790878.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -790940.250000 Penalty: 4339.867188
	Iteration 28Q: 3 clusters Score -790940.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -791002.875000 Penalty: 4339.867188
	Iteration 29Q: 3 clusters Score -791002.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -791060.375000 Penalty: 4339.867188
	Iteration 30Q: 3 clusters Score -791060.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -791113.437500 Penalty: 4339.867188
	Iteration 31Q: 3 clusters Score -791113.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -791190.812500 Penalty: 4339.867188
	Iteration 32Q: 3 clusters Score -791190.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -791258.375000 Penalty: 4339.867188
	Iteration 33Q: 3 clusters Score -791258.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -791320.875000 Penalty: 4339.867188
	Iteration 34Q: 3 clusters Score -791320.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -791368.062500 Penalty: 4339.867188
	Iteration 35Q: 3 clusters Score -791368.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -791400.687500 Penalty: 4339.867188
	Iteration 36Q: 3 clusters Score -791400.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -791432.125000 Penalty: 4339.867188
	Iteration 37Q: 3 clusters Score -791432.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -791453.937500 Penalty: 4339.867188
	Iteration 38Q: 3 clusters Score -791453.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -791482.187500 Penalty: 4339.867188
	Iteration 39Q: 3 clusters Score -791482.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -791500.062500 Penalty: 4339.867188
	Iteration 40F: 3 clusters Score -791500.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -791517.125000 Penalty: 4339.867188
	Iteration 41Q: 3 clusters Score -791517.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -791538.312500 Penalty: 4339.867188
	Iteration 42Q: 3 clusters Score -791538.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -791552.500000 Penalty: 4339.867188
	Iteration 43Q: 3 clusters Score -791552.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -791568.437500 Penalty: 4339.867188
	Iteration 44Q: 3 clusters Score -791568.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -791582.875000 Penalty: 4339.867188
	Iteration 45Q: 3 clusters Score -791582.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -791594.750000 Penalty: 4339.867188
	Iteration 46Q: 3 clusters Score -791594.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -791598.625000 Penalty: 4339.867188
	Iteration 47Q: 3 clusters Score -791598.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -791606.312500 Penalty: 4339.867188
	Iteration 48Q: 3 clusters Score -791606.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -791613.562500 Penalty: 4339.867188
	Iteration 49Q: 3 clusters Score -791613.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -791618.437500 Penalty: 4339.867188
	Iteration 50Q: 3 clusters Score -791618.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -791626.125000 Penalty: 4339.867188
	Iteration 51Q: 3 clusters Score -791626.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -791629.062500 Penalty: 4339.867188
	Iteration 52Q: 3 clusters Score -791629.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -791631.937500 Penalty: 4339.867188
	Iteration 53Q: 3 clusters Score -791631.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -791638.250000 Penalty: 4339.867188
	Iteration 54Q: 3 clusters Score -791638.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -791642.750000 Penalty: 4339.867188
	Iteration 55Q: 3 clusters Score -791642.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -791647.500000 Penalty: 4339.867188
	Iteration 56Q: 3 clusters Score -791647.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -791649.312500 Penalty: 4339.867188
	Iteration 57Q: 3 clusters Score -791649.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -791649.500000 Penalty: 4339.867188
	Iteration 58Q: 3 clusters Score -791649.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -791654.687500 Penalty: 4339.867188
	Iteration 59Q: 3 clusters Score -791654.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -791660.687500 Penalty: 4339.867188
	Iteration 60F: 3 clusters Score -791660.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -791664.062500 Penalty: 4339.867188
	Iteration 61Q: 3 clusters Score -791664.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -791664.437500 Penalty: 4339.867188
	Iteration 62Q: 3 clusters Score -791664.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -791664.062500 Penalty: 4339.867188
	Iteration 63Q: 3 clusters Score -791664.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -791665.812500 Penalty: 4339.867188
	Iteration 64Q: 3 clusters Score -791665.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -791668.500000 Penalty: 4339.867188
	Iteration 65Q: 3 clusters Score -791668.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -791672.187500 Penalty: 4339.867188
	Iteration 66Q: 3 clusters Score -791672.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -791673.562500 Penalty: 4339.867188
	Iteration 67Q: 3 clusters Score -791673.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -791673.562500 Penalty: 4339.867188
	Iteration 68F: 3 clusters Score -791673.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (175515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175515 members 
Entering Unmasked Estep 
Score: -22567890.000000 Penalty: 2994.718994
	Iteration 0F: 2 clusters Score -2.256789e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87607 members 
Mstep: Class 2 contains 87908 members 
Entering Unmasked Estep 
Score: -22450424.000000 Penalty: 5989.437988
	Iteration 0F: 3 clusters Score -2.245042e+07 nChanged 84108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85379 members 
Mstep: Class 2 contains 90136 members 
Entering Unmasked Estep 
Score: -22499674.000000 Penalty: 5989.437988
	Iteration 1F: 3 clusters Score -2.249967e+07 nChanged 4750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83989 members 
Mstep: Class 2 contains 91526 members 
Entering Unmasked Estep 
Score: -22500372.000000 Penalty: 5989.437988
	Iteration 2Q: 3 clusters Score -2.250037e+07 nChanged 4806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81965 members 
Mstep: Class 2 contains 93550 members 
Entering Unmasked Estep 
Score: -22501224.000000 Penalty: 5989.437988
	Iteration 3Q: 3 clusters Score -2.250122e+07 nChanged 5465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78814 members 
Mstep: Class 2 contains 96701 members 
Entering Unmasked Estep 
Score: -22502814.000000 Penalty: 5989.437988
	Iteration 4Q: 3 clusters Score -2.250281e+07 nChanged 6725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73985 members 
Mstep: Class 2 contains 101530 members 
Entering Unmasked Estep 
Score: -22505430.000000 Penalty: 5989.437988
	Iteration 5Q: 3 clusters Score -2.250543e+07 nChanged 8535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66916 members 
Mstep: Class 2 contains 108599 members 
Entering Unmasked Estep 
Score: -22509506.000000 Penalty: 5989.437988
	Iteration 6Q: 3 clusters Score -2.250951e+07 nChanged 10664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57362 members 
Mstep: Class 2 contains 118153 members 
Entering Unmasked Estep 
Score: -22516594.000000 Penalty: 5989.437988
	Iteration 7F: 3 clusters Score -2.251659e+07 nChanged 12309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45919 members 
Mstep: Class 2 contains 129596 members 
Entering Unmasked Estep 
Score: -22526300.000000 Penalty: 5989.437988
	Iteration 8F: 3 clusters Score -2.25263e+07 nChanged 12320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34249 members 
Mstep: Class 2 contains 141266 members 
Entering Unmasked Estep 
Score: -22537018.000000 Penalty: 5989.437988
	Iteration 9F: 3 clusters Score -2.253702e+07 nChanged 10060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24711 members 
Mstep: Class 2 contains 150804 members 
Entering Unmasked Estep 
Score: -22546182.000000 Penalty: 5989.437988
	Iteration 10F: 3 clusters Score -2.254618e+07 nChanged 7273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17794 members 
Mstep: Class 2 contains 157721 members 
Entering Unmasked Estep 
Score: -22552388.000000 Penalty: 5989.437988
	Iteration 11Q: 3 clusters Score -2.255239e+07 nChanged 5015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12983 members 
Mstep: Class 2 contains 162532 members 
Entering Unmasked Estep 
Score: -22556606.000000 Penalty: 5989.437988
	Iteration 12Q: 3 clusters Score -2.255661e+07 nChanged 3493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 165927 members 
Entering Unmasked Estep 
Score: -22559292.000000 Penalty: 5989.437988
	Iteration 13Q: 3 clusters Score -2.255929e+07 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 168412 members 
Entering Unmasked Estep 
Score: -22561108.000000 Penalty: 5989.437988
	Iteration 14Q: 3 clusters Score -2.256111e+07 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 170254 members 
Entering Unmasked Estep 
Score: -22562528.000000 Penalty: 5989.437988
	Iteration 15Q: 3 clusters Score -2.256253e+07 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 171619 members 
Entering Unmasked Estep 
Score: -22563580.000000 Penalty: 5989.437988
	Iteration 16Q: 3 clusters Score -2.256358e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 172549 members 
Entering Unmasked Estep 
Score: -22564324.000000 Penalty: 5989.437988
	Iteration 17Q: 3 clusters Score -2.256432e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 173170 members 
Entering Unmasked Estep 
Score: -22564730.000000 Penalty: 5989.437988
	Iteration 18Q: 3 clusters Score -2.256473e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 173593 members 
Entering Unmasked Estep 
Score: -22565112.000000 Penalty: 5989.437988
	Iteration 19Q: 3 clusters Score -2.256511e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 173840 members 
Entering Unmasked Estep 
Score: -22565338.000000 Penalty: 5989.437988
	Iteration 20F: 3 clusters Score -2.256534e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 173986 members 
Entering Unmasked Estep 
Score: -22565544.000000 Penalty: 5989.437988
	Iteration 21Q: 3 clusters Score -2.256554e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 174072 members 
Entering Unmasked Estep 
Score: -22565652.000000 Penalty: 5989.437988
	Iteration 22Q: 3 clusters Score -2.256565e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 174138 members 
Entering Unmasked Estep 
Score: -22565712.000000 Penalty: 5989.437988
	Iteration 23Q: 3 clusters Score -2.256571e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 174162 members 
Entering Unmasked Estep 
Score: -22565764.000000 Penalty: 5989.437988
	Iteration 24Q: 3 clusters Score -2.256576e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 174179 members 
Entering Unmasked Estep 
Score: -22565786.000000 Penalty: 5989.437988
	Iteration 25Q: 3 clusters Score -2.256579e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 174196 members 
Entering Unmasked Estep 
Score: -22565812.000000 Penalty: 5989.437988
	Iteration 26Q: 3 clusters Score -2.256581e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 174212 members 
Entering Unmasked Estep 
Score: -22565888.000000 Penalty: 5989.437988
	Iteration 27Q: 3 clusters Score -2.256589e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 174216 members 
Entering Unmasked Estep 
Score: -22565906.000000 Penalty: 5989.437988
	Iteration 28Q: 3 clusters Score -2.256591e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 174222 members 
Entering Unmasked Estep 
Score: -22565952.000000 Penalty: 5989.437988
	Iteration 29Q: 3 clusters Score -2.256595e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 174230 members 
Entering Unmasked Estep 
Score: -22565964.000000 Penalty: 5989.437988
	Iteration 30Q: 3 clusters Score -2.256596e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 174229 members 
Entering Unmasked Estep 
Score: -22566004.000000 Penalty: 5989.437988
	Iteration 31Q: 3 clusters Score -2.2566e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 174227 members 
Entering Unmasked Estep 
Score: -22565990.000000 Penalty: 5989.437988
	Iteration 32Q: 3 clusters Score -2.256599e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 174225 members 
Entering Unmasked Estep 
Score: -22566010.000000 Penalty: 5989.437988
	Iteration 33Q: 3 clusters Score -2.256601e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 174222 members 
Entering Unmasked Estep 
Score: -22566020.000000 Penalty: 5989.437988
	Iteration 34Q: 3 clusters Score -2.256602e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 174225 members 
Entering Unmasked Estep 
Score: -22566042.000000 Penalty: 5989.437988
	Iteration 35Q: 3 clusters Score -2.256604e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 174222 members 
Entering Unmasked Estep 
Score: -22566030.000000 Penalty: 5989.437988
	Iteration 36Q: 3 clusters Score -2.256603e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 174222 members 
Entering Unmasked Estep 
Score: -22566040.000000 Penalty: 5989.437988
	Iteration 37Q: 3 clusters Score -2.256604e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 174225 members 
Entering Unmasked Estep 
Score: -22566020.000000 Penalty: 5989.437988
	Iteration 38Q: 3 clusters Score -2.256602e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 174226 members 
Entering Unmasked Estep 
Score: -22566032.000000 Penalty: 5989.437988
	Iteration 39Q: 3 clusters Score -2.256603e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 174227 members 
Entering Unmasked Estep 
Score: -22566038.000000 Penalty: 5989.437988
	Iteration 40F: 3 clusters Score -2.256604e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 174213 members 
Entering Unmasked Estep 
Score: -22566076.000000 Penalty: 5989.437988
	Iteration 41Q: 3 clusters Score -2.256608e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 174202 members 
Entering Unmasked Estep 
Score: -22566088.000000 Penalty: 5989.437988
	Iteration 42Q: 3 clusters Score -2.256609e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 174197 members 
Entering Unmasked Estep 
Score: -22566088.000000 Penalty: 5989.437988
	Iteration 43Q: 3 clusters Score -2.256609e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 174191 members 
Entering Unmasked Estep 
Score: -22566092.000000 Penalty: 5989.437988
	Iteration 44Q: 3 clusters Score -2.256609e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 174188 members 
Entering Unmasked Estep 
Score: -22566088.000000 Penalty: 5989.437988
	Iteration 45Q: 3 clusters Score -2.256609e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 174188 members 
Entering Unmasked Estep 
Score: -22566090.000000 Penalty: 5989.437988
	Iteration 46Q: 3 clusters Score -2.256609e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 174186 members 
Entering Unmasked Estep 
Score: -22566090.000000 Penalty: 5989.437988
	Iteration 47Q: 3 clusters Score -2.256609e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 174187 members 
Entering Unmasked Estep 
Score: -22566086.000000 Penalty: 5989.437988
	Iteration 48Q: 3 clusters Score -2.256609e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 174187 members 
Entering Unmasked Estep 
Score: -22566080.000000 Penalty: 5989.437988
	Iteration 49Q: 3 clusters Score -2.256608e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 174187 members 
Entering Unmasked Estep 
Score: -22566070.000000 Penalty: 5989.437988
	Iteration 50Q: 3 clusters Score -2.256607e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 174186 members 
Entering Unmasked Estep 
Score: -22566082.000000 Penalty: 5989.437988
	Iteration 51Q: 3 clusters Score -2.256608e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 174184 members 
Entering Unmasked Estep 
Score: -22566074.000000 Penalty: 5989.437988
	Iteration 52Q: 3 clusters Score -2.256607e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 174178 members 
Entering Unmasked Estep 
Score: -22566070.000000 Penalty: 5989.437988
	Iteration 53Q: 3 clusters Score -2.256607e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 174173 members 
Entering Unmasked Estep 
Score: -22566082.000000 Penalty: 5989.437988
	Iteration 54Q: 3 clusters Score -2.256608e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 174168 members 
Entering Unmasked Estep 
Score: -22566102.000000 Penalty: 5989.437988
	Iteration 55Q: 3 clusters Score -2.25661e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 174159 members 
Entering Unmasked Estep 
Score: -22566108.000000 Penalty: 5989.437988
	Iteration 56Q: 3 clusters Score -2.256611e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 174153 members 
Entering Unmasked Estep 
Score: -22566104.000000 Penalty: 5989.437988
	Iteration 57Q: 3 clusters Score -2.25661e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 174147 members 
Entering Unmasked Estep 
Score: -22566110.000000 Penalty: 5989.437988
	Iteration 58Q: 3 clusters Score -2.256611e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 174146 members 
Entering Unmasked Estep 
Score: -22566112.000000 Penalty: 5989.437988
	Iteration 59Q: 3 clusters Score -2.256611e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 174145 members 
Entering Unmasked Estep 
Score: -22566114.000000 Penalty: 5989.437988
	Iteration 60F: 3 clusters Score -2.256611e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 174143 members 
Entering Unmasked Estep 
Score: -22566110.000000 Penalty: 5989.437988
	Iteration 61Q: 3 clusters Score -2.256611e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 174138 members 
Entering Unmasked Estep 
Score: -22566114.000000 Penalty: 5989.437988
	Iteration 62Q: 3 clusters Score -2.256611e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 174138 members 
Entering Unmasked Estep 
Score: -22566104.000000 Penalty: 5989.437988
	Iteration 63Q: 3 clusters Score -2.25661e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 174137 members 
Entering Unmasked Estep 
Score: -22566120.000000 Penalty: 5989.437988
	Iteration 64Q: 3 clusters Score -2.256612e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 174136 members 
Entering Unmasked Estep 
Score: -22566118.000000 Penalty: 5989.437988
	Iteration 65Q: 3 clusters Score -2.256612e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 174134 members 
Entering Unmasked Estep 
Score: -22566130.000000 Penalty: 5989.437988
	Iteration 66Q: 3 clusters Score -2.256613e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 174134 members 
Entering Unmasked Estep 
Score: -22566132.000000 Penalty: 5989.437988
	Iteration 67Q: 3 clusters Score -2.256613e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 174134 members 
Entering Unmasked Estep 
Score: -22566130.000000 Penalty: 5989.437988
	Iteration 68Q: 3 clusters Score -2.256613e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 174136 members 
Entering Unmasked Estep 
Score: -22566140.000000 Penalty: 5989.437988
	Iteration 69Q: 3 clusters Score -2.256614e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 174136 members 
Entering Unmasked Estep 
Score: -22566142.000000 Penalty: 5989.437988
	Iteration 70Q: 3 clusters Score -2.256614e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 174137 members 
Entering Unmasked Estep 
Score: -22566138.000000 Penalty: 5989.437988
	Iteration 71Q: 3 clusters Score -2.256614e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 174139 members 
Entering Unmasked Estep 
Score: -22566146.000000 Penalty: 5989.437988
	Iteration 72Q: 3 clusters Score -2.256615e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 174140 members 
Entering Unmasked Estep 
Score: -22566134.000000 Penalty: 5989.437988
	Iteration 73Q: 3 clusters Score -2.256613e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 174141 members 
Entering Unmasked Estep 
Score: -22566140.000000 Penalty: 5989.437988
	Iteration 74Q: 3 clusters Score -2.256614e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 174140 members 
Entering Unmasked Estep 
Score: -22566152.000000 Penalty: 5989.437988
	Iteration 75Q: 3 clusters Score -2.256615e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 174140 members 
Entering Unmasked Estep 
Score: -22566148.000000 Penalty: 5989.437988
	Iteration 76Q: 3 clusters Score -2.256615e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 174139 members 
Entering Unmasked Estep 
Score: -22566156.000000 Penalty: 5989.437988
	Iteration 77Q: 3 clusters Score -2.256616e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 174139 members 
Entering Unmasked Estep 
Score: -22566156.000000 Penalty: 5989.437988
	Iteration 78F: 3 clusters Score -2.256616e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Entering Unmasked Estep 
Score: -42635.925781 Penalty: 1448.479126
	Iteration 0F: 2 clusters Score -42635.93 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 173 members 
Entering Unmasked Estep 
Score: -41433.828125 Penalty: 2896.958252
	Iteration 0F: 3 clusters Score -41433.83 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -41778.312500 Penalty: 2896.958252
	Iteration 1F: 3 clusters Score -41778.31 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -41972.707031 Penalty: 2896.958252
	Iteration 2F: 3 clusters Score -41972.71 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -42091.597656 Penalty: 2896.958252
	Iteration 3Q: 3 clusters Score -42091.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -42107.929688 Penalty: 2896.958252
	Iteration 4Q: 3 clusters Score -42107.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -42107.929688 Penalty: 2896.958252
	Iteration 5F: 3 clusters Score -42107.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Entering Unmasked Estep 
Score: -27403.414062 Penalty: 1323.709473
	Iteration 0F: 2 clusters Score -27403.41 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 106 members 
Entering Unmasked Estep 
Score: -26313.060547 Penalty: 2647.418945
	Iteration 0F: 3 clusters Score -26313.06 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -26492.228516 Penalty: 2647.418945
	Iteration 1F: 3 clusters Score -26492.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -26603.585938 Penalty: 2647.418945
	Iteration 2Q: 3 clusters Score -26603.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -26762.292969 Penalty: 2647.418945
	Iteration 3Q: 3 clusters Score -26762.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -26874.658203 Penalty: 2647.418945
	Iteration 4Q: 3 clusters Score -26874.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -26898.445312 Penalty: 2647.418945
	Iteration 5Q: 3 clusters Score -26898.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -26907.880859 Penalty: 2647.418945
	Iteration 6Q: 3 clusters Score -26907.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -26928.884766 Penalty: 2647.418945
	Iteration 7Q: 3 clusters Score -26928.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -26928.884766 Penalty: 2647.418945
	Iteration 8F: 3 clusters Score -26928.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Entering Unmasked Estep 
Score: -53544.308594 Penalty: 1456.285278
	Iteration 0F: 2 clusters Score -53544.31 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 175 members 
Entering Unmasked Estep 
Score: -52263.925781 Penalty: 2912.570557
	Iteration 0F: 3 clusters Score -52263.93 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -52487.988281 Penalty: 2912.570557
	Iteration 1F: 3 clusters Score -52487.99 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -52681.542969 Penalty: 2912.570557
	Iteration 2F: 3 clusters Score -52681.54 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -52852.007812 Penalty: 2912.570557
	Iteration 3F: 3 clusters Score -52852.01 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -52932.003906 Penalty: 2912.570557
	Iteration 4Q: 3 clusters Score -52932 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -52973.019531 Penalty: 2912.570557
	Iteration 5Q: 3 clusters Score -52973.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -53015.890625 Penalty: 2912.570557
	Iteration 6Q: 3 clusters Score -53015.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -53049.738281 Penalty: 2912.570557
	Iteration 7Q: 3 clusters Score -53049.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -53281.687500 Penalty: 2912.570557
	Iteration 8Q: 3 clusters Score -53281.69 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -53309.722656 Penalty: 2912.570557
	Iteration 9Q: 3 clusters Score -53309.72 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -53329.835938 Penalty: 2912.570557
	Iteration 10Q: 3 clusters Score -53329.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -53340.562500 Penalty: 2912.570557
	Iteration 11Q: 3 clusters Score -53340.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -53353.660156 Penalty: 2912.570557
	Iteration 12Q: 3 clusters Score -53353.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -53360.503906 Penalty: 2912.570557
	Iteration 13Q: 3 clusters Score -53360.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -53362.816406 Penalty: 2912.570557
	Iteration 14Q: 3 clusters Score -53362.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -53362.816406 Penalty: 2912.570557
	Iteration 15F: 3 clusters Score -53362.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (4301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Entering Unmasked Estep 
Score: -549211.937500 Penalty: 2074.917480
	Iteration 0F: 2 clusters Score -549211.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -545142.250000 Penalty: 4149.834961
	Iteration 0F: 3 clusters Score -545142.2 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -546125.875000 Penalty: 4149.834961
	Iteration 1F: 3 clusters Score -546125.9 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -546369.375000 Penalty: 4149.834961
	Iteration 2F: 3 clusters Score -546369.4 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -546544.000000 Penalty: 4149.834961
	Iteration 3F: 3 clusters Score -546544 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -546680.562500 Penalty: 4149.834961
	Iteration 4Q: 3 clusters Score -546680.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -546784.500000 Penalty: 4149.834961
	Iteration 5Q: 3 clusters Score -546784.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -546861.625000 Penalty: 4149.834961
	Iteration 6Q: 3 clusters Score -546861.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -546941.000000 Penalty: 4149.834961
	Iteration 7Q: 3 clusters Score -546941 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -547019.562500 Penalty: 4149.834961
	Iteration 8Q: 3 clusters Score -547019.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -547093.562500 Penalty: 4149.834961
	Iteration 9Q: 3 clusters Score -547093.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -547149.000000 Penalty: 4149.834961
	Iteration 10Q: 3 clusters Score -547149 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -547213.312500 Penalty: 4149.834961
	Iteration 11Q: 3 clusters Score -547213.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -547280.187500 Penalty: 4149.834961
	Iteration 12Q: 3 clusters Score -547280.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -547347.875000 Penalty: 4149.834961
	Iteration 13Q: 3 clusters Score -547347.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -547415.937500 Penalty: 4149.834961
	Iteration 14Q: 3 clusters Score -547415.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -547480.937500 Penalty: 4149.834961
	Iteration 15Q: 3 clusters Score -547480.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -547542.250000 Penalty: 4149.834961
	Iteration 16Q: 3 clusters Score -547542.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -547592.687500 Penalty: 4149.834961
	Iteration 17Q: 3 clusters Score -547592.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -547638.375000 Penalty: 4149.834961
	Iteration 18Q: 3 clusters Score -547638.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -547661.000000 Penalty: 4149.834961
	Iteration 19Q: 3 clusters Score -547661 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -547675.312500 Penalty: 4149.834961
	Iteration 20F: 3 clusters Score -547675.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -547683.812500 Penalty: 4149.834961
	Iteration 21Q: 3 clusters Score -547683.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -547686.562500 Penalty: 4149.834961
	Iteration 22Q: 3 clusters Score -547686.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -547689.250000 Penalty: 4149.834961
	Iteration 23Q: 3 clusters Score -547689.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -547691.812500 Penalty: 4149.834961
	Iteration 24Q: 3 clusters Score -547691.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -547693.562500 Penalty: 4149.834961
	Iteration 25Q: 3 clusters Score -547693.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -547696.562500 Penalty: 4149.834961
	Iteration 26Q: 3 clusters Score -547696.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -547699.812500 Penalty: 4149.834961
	Iteration 27Q: 3 clusters Score -547699.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -547703.125000 Penalty: 4149.834961
	Iteration 28Q: 3 clusters Score -547703.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -547704.437500 Penalty: 4149.834961
	Iteration 29Q: 3 clusters Score -547704.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -547705.875000 Penalty: 4149.834961
	Iteration 30Q: 3 clusters Score -547705.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -547707.000000 Penalty: 4149.834961
	Iteration 31Q: 3 clusters Score -547707 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -547707.562500 Penalty: 4149.834961
	Iteration 32Q: 3 clusters Score -547707.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -547707.937500 Penalty: 4149.834961
	Iteration 33Q: 3 clusters Score -547707.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -547708.187500 Penalty: 4149.834961
	Iteration 34Q: 3 clusters Score -547708.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -547708.750000 Penalty: 4149.834961
	Iteration 35Q: 3 clusters Score -547708.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -547708.750000 Penalty: 4149.834961
	Iteration 36F: 3 clusters Score -547708.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (2518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Entering Unmasked Estep 
Score: -311198.250000 Penalty: 1942.142578
	Iteration 0F: 2 clusters Score -311198.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -308232.218750 Penalty: 3884.285156
	Iteration 0F: 3 clusters Score -308232.2 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -308900.906250 Penalty: 3884.285156
	Iteration 1F: 3 clusters Score -308900.9 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -309212.937500 Penalty: 3884.285156
	Iteration 2F: 3 clusters Score -309212.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -309491.000000 Penalty: 3884.285156
	Iteration 3F: 3 clusters Score -309491 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -309799.437500 Penalty: 3884.285156
	Iteration 4F: 3 clusters Score -309799.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -310053.281250 Penalty: 3884.285156
	Iteration 5F: 3 clusters Score -310053.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -310258.718750 Penalty: 3884.285156
	Iteration 6F: 3 clusters Score -310258.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -310388.156250 Penalty: 3884.285156
	Iteration 7Q: 3 clusters Score -310388.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -310466.187500 Penalty: 3884.285156
	Iteration 8Q: 3 clusters Score -310466.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -310499.531250 Penalty: 3884.285156
	Iteration 9Q: 3 clusters Score -310499.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -310525.187500 Penalty: 3884.285156
	Iteration 10Q: 3 clusters Score -310525.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -310543.343750 Penalty: 3884.285156
	Iteration 11Q: 3 clusters Score -310543.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -310564.437500 Penalty: 3884.285156
	Iteration 12Q: 3 clusters Score -310564.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -310598.375000 Penalty: 3884.285156
	Iteration 13Q: 3 clusters Score -310598.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -310630.781250 Penalty: 3884.285156
	Iteration 14Q: 3 clusters Score -310630.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -310643.375000 Penalty: 3884.285156
	Iteration 15Q: 3 clusters Score -310643.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -310653.468750 Penalty: 3884.285156
	Iteration 16Q: 3 clusters Score -310653.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -310659.625000 Penalty: 3884.285156
	Iteration 17Q: 3 clusters Score -310659.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -310664.531250 Penalty: 3884.285156
	Iteration 18Q: 3 clusters Score -310664.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -310667.156250 Penalty: 3884.285156
	Iteration 19Q: 3 clusters Score -310667.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -310668.281250 Penalty: 3884.285156
	Iteration 20F: 3 clusters Score -310668.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Entering Unmasked Estep 
Score: -23169.886719 Penalty: 1286.471680
	Iteration 0F: 2 clusters Score -23169.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -22124.222656 Penalty: 2572.943359
	Iteration 0F: 3 clusters Score -22124.22 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -22233.097656 Penalty: 2572.943359
	Iteration 1F: 3 clusters Score -22233.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -22297.929688 Penalty: 2572.943359
	Iteration 2Q: 3 clusters Score -22297.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -22428.021484 Penalty: 2572.943359
	Iteration 3Q: 3 clusters Score -22428.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -22466.439453 Penalty: 2572.943359
	Iteration 4Q: 3 clusters Score -22466.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -22477.886719 Penalty: 2572.943359
	Iteration 5Q: 3 clusters Score -22477.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -22477.886719 Penalty: 2572.943359
	Iteration 6F: 3 clusters Score -22477.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (10460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10460 members 
Entering Unmasked Estep 
Score: -1326084.750000 Penalty: 2295.317871
	Iteration 0F: 2 clusters Score -1326085 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -1318118.250000 Penalty: 4590.635742
	Iteration 0F: 3 clusters Score -1318118 nChanged 4409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -1320493.750000 Penalty: 4590.635742
	Iteration 1F: 3 clusters Score -1320494 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -1320784.125000 Penalty: 4590.635742
	Iteration 2F: 3 clusters Score -1320784 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -1320970.125000 Penalty: 4590.635742
	Iteration 3Q: 3 clusters Score -1320970 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -1321090.750000 Penalty: 4590.635742
	Iteration 4Q: 3 clusters Score -1321091 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -1321182.875000 Penalty: 4590.635742
	Iteration 5Q: 3 clusters Score -1321183 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -1321259.875000 Penalty: 4590.635742
	Iteration 6Q: 3 clusters Score -1321260 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -1321322.000000 Penalty: 4590.635742
	Iteration 7Q: 3 clusters Score -1321322 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -1321389.875000 Penalty: 4590.635742
	Iteration 8Q: 3 clusters Score -1321390 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -1321451.625000 Penalty: 4590.635742
	Iteration 9Q: 3 clusters Score -1321452 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -1321518.500000 Penalty: 4590.635742
	Iteration 10Q: 3 clusters Score -1321518 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -1321587.375000 Penalty: 4590.635742
	Iteration 11Q: 3 clusters Score -1321587 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -1321670.000000 Penalty: 4590.635742
	Iteration 12Q: 3 clusters Score -1321670 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -1321775.875000 Penalty: 4590.635742
	Iteration 13Q: 3 clusters Score -1321776 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -1321898.250000 Penalty: 4590.635742
	Iteration 14Q: 3 clusters Score -1321898 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -1322054.375000 Penalty: 4590.635742
	Iteration 15Q: 3 clusters Score -1322054 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -1322227.875000 Penalty: 4590.635742
	Iteration 16Q: 3 clusters Score -1322228 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -1322414.625000 Penalty: 4590.635742
	Iteration 17Q: 3 clusters Score -1322415 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -1322592.750000 Penalty: 4590.635742
	Iteration 18Q: 3 clusters Score -1322593 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -1322745.750000 Penalty: 4590.635742
	Iteration 19Q: 3 clusters Score -1322746 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -1322840.625000 Penalty: 4590.635742
	Iteration 20F: 3 clusters Score -1322841 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -1322911.500000 Penalty: 4590.635742
	Iteration 21Q: 3 clusters Score -1322912 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -1322959.250000 Penalty: 4590.635742
	Iteration 22Q: 3 clusters Score -1322959 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -1323006.000000 Penalty: 4590.635742
	Iteration 23Q: 3 clusters Score -1323006 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -1323029.875000 Penalty: 4590.635742
	Iteration 24Q: 3 clusters Score -1323030 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -1323057.625000 Penalty: 4590.635742
	Iteration 25Q: 3 clusters Score -1323058 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -1323080.125000 Penalty: 4590.635742
	Iteration 26Q: 3 clusters Score -1323080 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -1323101.750000 Penalty: 4590.635742
	Iteration 27Q: 3 clusters Score -1323102 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -1323129.875000 Penalty: 4590.635742
	Iteration 28Q: 3 clusters Score -1323130 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -1323152.000000 Penalty: 4590.635742
	Iteration 29Q: 3 clusters Score -1323152 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -1323178.250000 Penalty: 4590.635742
	Iteration 30Q: 3 clusters Score -1323178 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -1323197.625000 Penalty: 4590.635742
	Iteration 31Q: 3 clusters Score -1323198 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -1323221.625000 Penalty: 4590.635742
	Iteration 32Q: 3 clusters Score -1323222 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -1323248.000000 Penalty: 4590.635742
	Iteration 33Q: 3 clusters Score -1323248 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -1323273.125000 Penalty: 4590.635742
	Iteration 34Q: 3 clusters Score -1323273 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -1323304.875000 Penalty: 4590.635742
	Iteration 35Q: 3 clusters Score -1323305 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -1323329.000000 Penalty: 4590.635742
	Iteration 36Q: 3 clusters Score -1323329 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -1323352.125000 Penalty: 4590.635742
	Iteration 37Q: 3 clusters Score -1323352 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -1323379.000000 Penalty: 4590.635742
	Iteration 38Q: 3 clusters Score -1323379 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -1323412.000000 Penalty: 4590.635742
	Iteration 39Q: 3 clusters Score -1323412 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -1323439.500000 Penalty: 4590.635742
	Iteration 40F: 3 clusters Score -1323440 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -1323465.125000 Penalty: 4590.635742
	Iteration 41Q: 3 clusters Score -1323465 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -1323490.375000 Penalty: 4590.635742
	Iteration 42Q: 3 clusters Score -1323490 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -1323523.875000 Penalty: 4590.635742
	Iteration 43Q: 3 clusters Score -1323524 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -1323562.000000 Penalty: 4590.635742
	Iteration 44Q: 3 clusters Score -1323562 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -1323604.500000 Penalty: 4590.635742
	Iteration 45Q: 3 clusters Score -1323604 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -1323644.125000 Penalty: 4590.635742
	Iteration 46Q: 3 clusters Score -1323644 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -1323689.250000 Penalty: 4590.635742
	Iteration 47Q: 3 clusters Score -1323689 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -1323734.250000 Penalty: 4590.635742
	Iteration 48Q: 3 clusters Score -1323734 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -1323773.750000 Penalty: 4590.635742
	Iteration 49Q: 3 clusters Score -1323774 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -1323811.000000 Penalty: 4590.635742
	Iteration 50Q: 3 clusters Score -1323811 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -1323836.750000 Penalty: 4590.635742
	Iteration 51Q: 3 clusters Score -1323837 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -1323862.750000 Penalty: 4590.635742
	Iteration 52Q: 3 clusters Score -1323863 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -1323895.750000 Penalty: 4590.635742
	Iteration 53Q: 3 clusters Score -1323896 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -1323917.625000 Penalty: 4590.635742
	Iteration 54Q: 3 clusters Score -1323918 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -1323949.750000 Penalty: 4590.635742
	Iteration 55Q: 3 clusters Score -1323950 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -1323967.375000 Penalty: 4590.635742
	Iteration 56Q: 3 clusters Score -1323967 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -1323975.500000 Penalty: 4590.635742
	Iteration 57Q: 3 clusters Score -1323976 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -1323979.750000 Penalty: 4590.635742
	Iteration 58Q: 3 clusters Score -1323980 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -1323993.625000 Penalty: 4590.635742
	Iteration 59Q: 3 clusters Score -1323994 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9445 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -1324001.750000 Penalty: 4590.635742
	Iteration 60F: 3 clusters Score -1324002 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -1324007.500000 Penalty: 4590.635742
	Iteration 61Q: 3 clusters Score -1324008 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1324012.250000 Penalty: 4590.635742
	Iteration 62Q: 3 clusters Score -1324012 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9493 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -1324020.000000 Penalty: 4590.635742
	Iteration 63Q: 3 clusters Score -1324020 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1324028.125000 Penalty: 4590.635742
	Iteration 64Q: 3 clusters Score -1324028 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1324032.250000 Penalty: 4590.635742
	Iteration 65Q: 3 clusters Score -1324032 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9530 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -1324036.125000 Penalty: 4590.635742
	Iteration 66Q: 3 clusters Score -1324036 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -1324048.750000 Penalty: 4590.635742
	Iteration 67Q: 3 clusters Score -1324049 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1324056.750000 Penalty: 4590.635742
	Iteration 68Q: 3 clusters Score -1324057 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -1324068.375000 Penalty: 4590.635742
	Iteration 69Q: 3 clusters Score -1324068 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -1324076.000000 Penalty: 4590.635742
	Iteration 70Q: 3 clusters Score -1324076 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9611 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -1324085.750000 Penalty: 4590.635742
	Iteration 71Q: 3 clusters Score -1324086 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -1324084.000000 Penalty: 4590.635742
	Iteration 72Q: 3 clusters Score -1324084 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9621 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -1324085.500000 Penalty: 4590.635742
	Iteration 73Q: 3 clusters Score -1324086 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -1324086.750000 Penalty: 4590.635742
	Iteration 74Q: 3 clusters Score -1324087 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -1324092.000000 Penalty: 4590.635742
	Iteration 75Q: 3 clusters Score -1324092 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -1324092.000000 Penalty: 4590.635742
	Iteration 76Q: 3 clusters Score -1324092 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1324095.875000 Penalty: 4590.635742
	Iteration 77Q: 3 clusters Score -1324096 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -1324100.375000 Penalty: 4590.635742
	Iteration 78Q: 3 clusters Score -1324100 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9647 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -1324102.625000 Penalty: 4590.635742
	Iteration 79Q: 3 clusters Score -1324103 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -1324101.625000 Penalty: 4590.635742
	Iteration 80F: 3 clusters Score -1324102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -1324101.750000 Penalty: 4590.635742
	Iteration 81Q: 3 clusters Score -1324102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -1324101.875000 Penalty: 4590.635742
	Iteration 82Q: 3 clusters Score -1324102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -1324104.125000 Penalty: 4590.635742
	Iteration 83Q: 3 clusters Score -1324104 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -1324104.125000 Penalty: 4590.635742
	Iteration 84F: 3 clusters Score -1324104 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (1152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Entering Unmasked Estep 
Score: -165109.921875 Penalty: 1748.215210
	Iteration 0F: 2 clusters Score -165109.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -163189.343750 Penalty: 3496.430420
	Iteration 0F: 3 clusters Score -163189.3 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -164629.218750 Penalty: 3496.430420
	Iteration 1F: 3 clusters Score -164629.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -165708.812500 Penalty: 3496.430420
	Iteration 2F: 3 clusters Score -165708.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -166195.468750 Penalty: 3496.430420
	Iteration 3F: 3 clusters Score -166195.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -166526.171875 Penalty: 3496.430420
	Iteration 4Q: 3 clusters Score -166526.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -166790.343750 Penalty: 3496.430420
	Iteration 5Q: 3 clusters Score -166790.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -167028.015625 Penalty: 3496.430420
	Iteration 6Q: 3 clusters Score -167028 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -167069.156250 Penalty: 3496.430420
	Iteration 7Q: 3 clusters Score -167069.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -167078.640625 Penalty: 3496.430420
	Iteration 8Q: 3 clusters Score -167078.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -167079.125000 Penalty: 3496.430420
	Iteration 9Q: 3 clusters Score -167079.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -167083.656250 Penalty: 3496.430420
	Iteration 10Q: 3 clusters Score -167083.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -167085.812500 Penalty: 3496.430420
	Iteration 11Q: 3 clusters Score -167085.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -167088.000000 Penalty: 3496.430420
	Iteration 12Q: 3 clusters Score -167088 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -167088.000000 Penalty: 3496.430420
	Iteration 13F: 3 clusters Score -167088 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 52548 members 
Mstep: Class 3 contains 5280 members 
Mstep: Class 4 contains 27249 members 
Mstep: Class 5 contains 8288 members 
Mstep: Class 6 contains 4490 members 
Mstep: Class 7 contains 26583 members 
Mstep: Class 8 contains 750 members 
Mstep: Class 9 contains 10973 members 
Mstep: Class 10 contains 3040 members 
Mstep: Class 11 contains 37309 members 
Mstep: Class 12 contains 23336 members 
Mstep: Class 13 contains 215713 members 
Mstep: Class 14 contains 40986 members 
Mstep: Class 15 contains 801 members 
Mstep: Class 16 contains 29095 members 
Mstep: Class 17 contains 9369 members 
Mstep: Class 18 contains 14308 members 
Mstep: Class 19 contains 61586 members 
Mstep: Class 20 contains 10998 members 
Mstep: Class 21 contains 16561 members 
Mstep: Class 22 contains 2993 members 
Mstep: Class 23 contains 2570 members 
Mstep: Class 24 contains 18662 members 
Mstep: Class 25 contains 2068 members 
Mstep: Class 26 contains 22283 members 
Mstep: Class 27 contains 6174 members 
Mstep: Class 28 contains 4152 members 
Mstep: Class 29 contains 37122 members 
Mstep: Class 30 contains 4527 members 
Mstep: Class 31 contains 481 members 
Mstep: Class 32 contains 386 members 
Mstep: Class 33 contains 38550 members 
Mstep: Class 34 contains 606 members 
Mstep: Class 35 contains 8732 members 
Mstep: Class 36 contains 2453 members 
Mstep: Class 37 contains 164250 members 
Mstep: Class 38 contains 8339 members 
Mstep: Class 39 contains 4265 members 
Mstep: Class 40 contains 5324 members 
Mstep: Class 41 contains 2913 members 
Mstep: Class 42 contains 3709 members 
Mstep: Class 43 contains 550 members 
Mstep: Class 44 contains 3468 members 
Mstep: Class 45 contains 1907 members 
Mstep: Class 46 contains 375 members 
Mstep: Class 47 contains 5100 members 
Mstep: Class 48 contains 1835 members 
Mstep: Class 49 contains 4225 members 
Mstep: Class 50 contains 6309 members 
Mstep: Class 51 contains 175515 members 
Mstep: Class 52 contains 344 members 
Mstep: Class 53 contains 208 members 
Mstep: Class 54 contains 355 members 
Mstep: Class 55 contains 4301 members 
Mstep: Class 56 contains 2518 members 
Mstep: Class 57 contains 179 members 
Mstep: Class 58 contains 10460 members 
Mstep: Class 59 contains 683 members 
Mstep: Class 60 contains 17853 members 
Mstep: Class 61 contains 255 members 
Mstep: Class 62 contains 1170 members 
Mstep: Class 63 contains 438 members 
Mstep: Class 64 contains 344 members 
Mstep: Class 65 contains 614 members 
Mstep: Class 66 contains 2965 members 
Mstep: Class 67 contains 187 members 
Mstep: Class 68 contains 326 members 
Mstep: Class 69 contains 164 members 
Mstep: Class 70 contains 306 members 
Mstep: Class 71 contains 2363 members 
Mstep: Class 72 contains 452 members 
Mstep: Class 73 contains 372 members 
Mstep: Class 74 contains 226 members 
Mstep: Class 75 contains 509 members 
Mstep: Class 76 contains 228 members 
Mstep: Class 77 contains 399 members 
Mstep: Class 78 contains 469 members 
Entering Unmasked Estep 
Score: -147551328.000000 Penalty: 270583.718750
Splitting cluster 59 changes total score from -147551264.000000 to -147551328.000000
So it's getting split into cluster 78.
Entering ConstructFrom: 
Trying to split cluster 60 (17853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17853 members 
Entering Unmasked Estep 
Score: -2277819.750000 Penalty: 2427.901855
	Iteration 0F: 2 clusters Score -2277820 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 8907 members 
Entering Unmasked Estep 
Score: -2265143.500000 Penalty: 4855.803711
	Iteration 0F: 3 clusters Score -2265144 nChanged 7767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -2269236.750000 Penalty: 4855.803711
	Iteration 1F: 3 clusters Score -2269237 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -2269559.500000 Penalty: 4855.803711
	Iteration 2F: 3 clusters Score -2269560 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -2269825.750000 Penalty: 4855.803711
	Iteration 3Q: 3 clusters Score -2269826 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -2270090.000000 Penalty: 4855.803711
	Iteration 4Q: 3 clusters Score -2270090 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9500 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -2270347.000000 Penalty: 4855.803711
	Iteration 5Q: 3 clusters Score -2270347 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -2270575.000000 Penalty: 4855.803711
	Iteration 6Q: 3 clusters Score -2270575 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10004 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -2270814.250000 Penalty: 4855.803711
	Iteration 7Q: 3 clusters Score -2270814 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -2271047.750000 Penalty: 4855.803711
	Iteration 8Q: 3 clusters Score -2271048 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10700 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -2271307.750000 Penalty: 4855.803711
	Iteration 9Q: 3 clusters Score -2271308 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11162 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -2271628.750000 Penalty: 4855.803711
	Iteration 10Q: 3 clusters Score -2271629 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11718 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -2272052.750000 Penalty: 4855.803711
	Iteration 11Q: 3 clusters Score -2272053 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12326 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -2272522.500000 Penalty: 4855.803711
	Iteration 12Q: 3 clusters Score -2272522 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12891 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -2273027.750000 Penalty: 4855.803711
	Iteration 13Q: 3 clusters Score -2273028 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13478 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -2273588.750000 Penalty: 4855.803711
	Iteration 14Q: 3 clusters Score -2273589 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13988 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -2274095.500000 Penalty: 4855.803711
	Iteration 15Q: 3 clusters Score -2274096 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14383 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -2274482.500000 Penalty: 4855.803711
	Iteration 16Q: 3 clusters Score -2274482 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14704 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -2274753.000000 Penalty: 4855.803711
	Iteration 17Q: 3 clusters Score -2274753 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14975 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -2275011.750000 Penalty: 4855.803711
	Iteration 18Q: 3 clusters Score -2275012 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15190 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -2275193.000000 Penalty: 4855.803711
	Iteration 19Q: 3 clusters Score -2275193 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15363 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -2275323.250000 Penalty: 4855.803711
	Iteration 20F: 3 clusters Score -2275323 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15510 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -2275431.250000 Penalty: 4855.803711
	Iteration 21Q: 3 clusters Score -2275431 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15636 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -2275512.500000 Penalty: 4855.803711
	Iteration 22Q: 3 clusters Score -2275512 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15729 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -2275575.750000 Penalty: 4855.803711
	Iteration 23Q: 3 clusters Score -2275576 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15810 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -2275616.250000 Penalty: 4855.803711
	Iteration 24Q: 3 clusters Score -2275616 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15876 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -2275645.500000 Penalty: 4855.803711
	Iteration 25Q: 3 clusters Score -2275646 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15928 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -2275663.500000 Penalty: 4855.803711
	Iteration 26Q: 3 clusters Score -2275664 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15977 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -2275692.000000 Penalty: 4855.803711
	Iteration 27Q: 3 clusters Score -2275692 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16028 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -2275718.250000 Penalty: 4855.803711
	Iteration 28Q: 3 clusters Score -2275718 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16084 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -2275754.250000 Penalty: 4855.803711
	Iteration 29Q: 3 clusters Score -2275754 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16128 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -2275771.250000 Penalty: 4855.803711
	Iteration 30Q: 3 clusters Score -2275771 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16172 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -2275804.000000 Penalty: 4855.803711
	Iteration 31Q: 3 clusters Score -2275804 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16231 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -2275833.750000 Penalty: 4855.803711
	Iteration 32Q: 3 clusters Score -2275834 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16278 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -2275854.250000 Penalty: 4855.803711
	Iteration 33Q: 3 clusters Score -2275854 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16309 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -2275872.250000 Penalty: 4855.803711
	Iteration 34Q: 3 clusters Score -2275872 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16340 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -2275888.250000 Penalty: 4855.803711
	Iteration 35Q: 3 clusters Score -2275888 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16365 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -2275905.500000 Penalty: 4855.803711
	Iteration 36Q: 3 clusters Score -2275906 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16385 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -2275907.750000 Penalty: 4855.803711
	Iteration 37Q: 3 clusters Score -2275908 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16402 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -2275909.250000 Penalty: 4855.803711
	Iteration 38Q: 3 clusters Score -2275909 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16422 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -2275917.750000 Penalty: 4855.803711
	Iteration 39Q: 3 clusters Score -2275918 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16431 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -2275919.500000 Penalty: 4855.803711
	Iteration 40F: 3 clusters Score -2275920 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16440 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -2275922.000000 Penalty: 4855.803711
	Iteration 41Q: 3 clusters Score -2275922 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16450 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -2275923.750000 Penalty: 4855.803711
	Iteration 42Q: 3 clusters Score -2275924 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16453 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -2275924.000000 Penalty: 4855.803711
	Iteration 43Q: 3 clusters Score -2275924 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16454 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -2275924.750000 Penalty: 4855.803711
	Iteration 44Q: 3 clusters Score -2275925 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16454 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -2275925.000000 Penalty: 4855.803711
	Iteration 45Q: 3 clusters Score -2275925 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16459 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -2275929.750000 Penalty: 4855.803711
	Iteration 46Q: 3 clusters Score -2275930 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16461 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -2275930.750000 Penalty: 4855.803711
	Iteration 47Q: 3 clusters Score -2275931 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16465 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -2275929.500000 Penalty: 4855.803711
	Iteration 48Q: 3 clusters Score -2275930 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16466 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -2275934.000000 Penalty: 4855.803711
	Iteration 49Q: 3 clusters Score -2275934 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16466 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -2275934.000000 Penalty: 4855.803711
	Iteration 50F: 3 clusters Score -2275934 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Entering Unmasked Estep 
Score: -26085.666016 Penalty: 1374.233398
	Iteration 0F: 2 clusters Score -26085.67 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 133 members 
Entering Unmasked Estep 
Score: -25001.675781 Penalty: 2748.466797
	Iteration 0F: 3 clusters Score -25001.68 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -25187.447266 Penalty: 2748.466797
	Iteration 1F: 3 clusters Score -25187.45 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -25297.625000 Penalty: 2748.466797
	Iteration 2F: 3 clusters Score -25297.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -25332.947266 Penalty: 2748.466797
	Iteration 3Q: 3 clusters Score -25332.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -25339.714844 Penalty: 2748.466797
	Iteration 4Q: 3 clusters Score -25339.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -25350.140625 Penalty: 2748.466797
	Iteration 5Q: 3 clusters Score -25350.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -25350.140625 Penalty: 2748.466797
	Iteration 6F: 3 clusters Score -25350.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (1170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Entering Unmasked Estep 
Score: -149552.500000 Penalty: 1752.060303
	Iteration 0F: 2 clusters Score -149552.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -147645.234375 Penalty: 3504.120605
	Iteration 0F: 3 clusters Score -147645.2 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -148571.343750 Penalty: 3504.120605
	Iteration 1F: 3 clusters Score -148571.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -148975.484375 Penalty: 3504.120605
	Iteration 2F: 3 clusters Score -148975.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -149106.609375 Penalty: 3504.120605
	Iteration 3F: 3 clusters Score -149106.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -149170.390625 Penalty: 3504.120605
	Iteration 4Q: 3 clusters Score -149170.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -149200.250000 Penalty: 3504.120605
	Iteration 5Q: 3 clusters Score -149200.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -149205.625000 Penalty: 3504.120605
	Iteration 6Q: 3 clusters Score -149205.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -149211.375000 Penalty: 3504.120605
	Iteration 7Q: 3 clusters Score -149211.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -149213.640625 Penalty: 3504.120605
	Iteration 8Q: 3 clusters Score -149213.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -149215.109375 Penalty: 3504.120605
	Iteration 9Q: 3 clusters Score -149215.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -149218.671875 Penalty: 3504.120605
	Iteration 10Q: 3 clusters Score -149218.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -149222.968750 Penalty: 3504.120605
	Iteration 11Q: 3 clusters Score -149223 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -149224.531250 Penalty: 3504.120605
	Iteration 12Q: 3 clusters Score -149224.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -149225.937500 Penalty: 3504.120605
	Iteration 13Q: 3 clusters Score -149225.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -149227.281250 Penalty: 3504.120605
	Iteration 14Q: 3 clusters Score -149227.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -149227.281250 Penalty: 3504.120605
	Iteration 15F: 3 clusters Score -149227.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Entering Unmasked Estep 
Score: -64529.480469 Penalty: 1508.390381
	Iteration 0F: 2 clusters Score -64529.48 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 222 members 
Entering Unmasked Estep 
Score: -63098.117188 Penalty: 3016.780762
	Iteration 0F: 3 clusters Score -63098.12 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -63342.410156 Penalty: 3016.780762
	Iteration 1F: 3 clusters Score -63342.41 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -63647.835938 Penalty: 3016.780762
	Iteration 2F: 3 clusters Score -63647.84 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -63936.308594 Penalty: 3016.780762
	Iteration 3F: 3 clusters Score -63936.31 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -64376.371094 Penalty: 3016.780762
	Iteration 4F: 3 clusters Score -64376.37 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -64526.804688 Penalty: 3016.780762
	Iteration 5Q: 3 clusters Score -64526.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -64711.457031 Penalty: 3016.780762
	Iteration 6Q: 3 clusters Score -64711.46 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -64791.144531 Penalty: 3016.780762
	Iteration 7Q: 3 clusters Score -64791.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -64856.253906 Penalty: 3016.780762
	Iteration 8Q: 3 clusters Score -64856.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -64866.980469 Penalty: 3016.780762
	Iteration 9Q: 3 clusters Score -64866.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -64873.812500 Penalty: 3016.780762
	Iteration 10Q: 3 clusters Score -64873.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -64884.261719 Penalty: 3016.780762
	Iteration 11Q: 3 clusters Score -64884.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -64906.632812 Penalty: 3016.780762
	Iteration 12Q: 3 clusters Score -64906.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -64942.218750 Penalty: 3016.780762
	Iteration 13Q: 3 clusters Score -64942.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -64971.246094 Penalty: 3016.780762
	Iteration 14Q: 3 clusters Score -64971.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -64998.074219 Penalty: 3016.780762
	Iteration 15Q: 3 clusters Score -64998.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -65005.074219 Penalty: 3016.780762
	Iteration 16Q: 3 clusters Score -65005.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -65011.156250 Penalty: 3016.780762
	Iteration 17Q: 3 clusters Score -65011.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -65011.156250 Penalty: 3016.780762
	Iteration 18F: 3 clusters Score -65011.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 52548 members 
Mstep: Class 3 contains 5280 members 
Mstep: Class 4 contains 27249 members 
Mstep: Class 5 contains 8288 members 
Mstep: Class 6 contains 4490 members 
Mstep: Class 7 contains 26583 members 
Mstep: Class 8 contains 750 members 
Mstep: Class 9 contains 10973 members 
Mstep: Class 10 contains 3040 members 
Mstep: Class 11 contains 37309 members 
Mstep: Class 12 contains 23336 members 
Mstep: Class 13 contains 215713 members 
Mstep: Class 14 contains 40986 members 
Mstep: Class 15 contains 801 members 
Mstep: Class 16 contains 29095 members 
Mstep: Class 17 contains 9369 members 
Mstep: Class 18 contains 14308 members 
Mstep: Class 19 contains 61586 members 
Mstep: Class 20 contains 10998 members 
Mstep: Class 21 contains 16561 members 
Mstep: Class 22 contains 2993 members 
Mstep: Class 23 contains 2570 members 
Mstep: Class 24 contains 18662 members 
Mstep: Class 25 contains 2068 members 
Mstep: Class 26 contains 22283 members 
Mstep: Class 27 contains 6174 members 
Mstep: Class 28 contains 4152 members 
Mstep: Class 29 contains 37122 members 
Mstep: Class 30 contains 4527 members 
Mstep: Class 31 contains 481 members 
Mstep: Class 32 contains 386 members 
Mstep: Class 33 contains 38550 members 
Mstep: Class 34 contains 606 members 
Mstep: Class 35 contains 8732 members 
Mstep: Class 36 contains 2453 members 
Mstep: Class 37 contains 164250 members 
Mstep: Class 38 contains 8339 members 
Mstep: Class 39 contains 4265 members 
Mstep: Class 40 contains 5324 members 
Mstep: Class 41 contains 2913 members 
Mstep: Class 42 contains 3709 members 
Mstep: Class 43 contains 550 members 
Mstep: Class 44 contains 3468 members 
Mstep: Class 45 contains 1907 members 
Mstep: Class 46 contains 375 members 
Mstep: Class 47 contains 5100 members 
Mstep: Class 48 contains 1835 members 
Mstep: Class 49 contains 4225 members 
Mstep: Class 50 contains 6309 members 
Mstep: Class 51 contains 175515 members 
Mstep: Class 52 contains 344 members 
Mstep: Class 53 contains 208 members 
Mstep: Class 54 contains 355 members 
Mstep: Class 55 contains 4301 members 
Mstep: Class 56 contains 2518 members 
Mstep: Class 57 contains 179 members 
Mstep: Class 58 contains 10460 members 
Mstep: Class 59 contains 683 members 
Mstep: Class 60 contains 17853 members 
Mstep: Class 61 contains 255 members 
Mstep: Class 62 contains 1170 members 
Mstep: Class 63 contains 202 members 
Mstep: Class 64 contains 344 members 
Mstep: Class 65 contains 614 members 
Mstep: Class 66 contains 2965 members 
Mstep: Class 67 contains 187 members 
Mstep: Class 68 contains 326 members 
Mstep: Class 69 contains 164 members 
Mstep: Class 70 contains 306 members 
Mstep: Class 71 contains 2363 members 
Mstep: Class 72 contains 452 members 
Mstep: Class 73 contains 372 members 
Mstep: Class 74 contains 226 members 
Mstep: Class 75 contains 509 members 
Mstep: Class 76 contains 228 members 
Mstep: Class 77 contains 399 members 
Mstep: Class 78 contains 469 members 
Mstep: Class 79 contains 236 members 
Entering Unmasked Estep 
Score: -147550016.000000 Penalty: 274052.718750
Splitting cluster 63 changes total score from -147551264.000000 to -147550016.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 64 (344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Entering Unmasked Estep 
Score: -49866.589844 Penalty: 1448.479126
	Iteration 0F: 2 clusters Score -49866.59 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 169 members 
Entering Unmasked Estep 
Score: -48520.367188 Penalty: 2896.958252
	Iteration 0F: 3 clusters Score -48520.37 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -48660.199219 Penalty: 2896.958252
	Iteration 1F: 3 clusters Score -48660.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -48722.851562 Penalty: 2896.958252
	Iteration 2Q: 3 clusters Score -48722.85 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -48772.792969 Penalty: 2896.958252
	Iteration 3Q: 3 clusters Score -48772.79 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -48830.117188 Penalty: 2896.958252
	Iteration 4Q: 3 clusters Score -48830.12 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -48895.796875 Penalty: 2896.958252
	Iteration 5Q: 3 clusters Score -48895.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -48978.062500 Penalty: 2896.958252
	Iteration 6Q: 3 clusters Score -48978.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -49001.789062 Penalty: 2896.958252
	Iteration 7Q: 3 clusters Score -49001.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -49019.843750 Penalty: 2896.958252
	Iteration 8Q: 3 clusters Score -49019.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -49024.941406 Penalty: 2896.958252
	Iteration 9Q: 3 clusters Score -49024.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -49024.941406 Penalty: 2896.958252
	Iteration 10F: 3 clusters Score -49024.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Entering Unmasked Estep 
Score: -92167.851562 Penalty: 1592.158691
	Iteration 0F: 2 clusters Score -92167.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -90581.757812 Penalty: 3184.317383
	Iteration 0F: 3 clusters Score -90581.76 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -91122.187500 Penalty: 3184.317383
	Iteration 1F: 3 clusters Score -91122.19 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -91466.726562 Penalty: 3184.317383
	Iteration 2F: 3 clusters Score -91466.73 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -91739.773438 Penalty: 3184.317383
	Iteration 3F: 3 clusters Score -91739.77 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -91996.671875 Penalty: 3184.317383
	Iteration 4F: 3 clusters Score -91996.67 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -92225.546875 Penalty: 3184.317383
	Iteration 5Q: 3 clusters Score -92225.55 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -92359.375000 Penalty: 3184.317383
	Iteration 6Q: 3 clusters Score -92359.38 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -92629.515625 Penalty: 3184.317383
	Iteration 7Q: 3 clusters Score -92629.52 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -92816.773438 Penalty: 3184.317383
	Iteration 8Q: 3 clusters Score -92816.77 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -93040.570312 Penalty: 3184.317383
	Iteration 9Q: 3 clusters Score -93040.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -93155.218750 Penalty: 3184.317383
	Iteration 10Q: 3 clusters Score -93155.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -93155.218750 Penalty: 3184.317383
	Iteration 11F: 3 clusters Score -93155.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 52548 members 
Mstep: Class 3 contains 5280 members 
Mstep: Class 4 contains 27249 members 
Mstep: Class 5 contains 8288 members 
Mstep: Class 6 contains 4490 members 
Mstep: Class 7 contains 26583 members 
Mstep: Class 8 contains 750 members 
Mstep: Class 9 contains 10973 members 
Mstep: Class 10 contains 3040 members 
Mstep: Class 11 contains 37309 members 
Mstep: Class 12 contains 23336 members 
Mstep: Class 13 contains 215713 members 
Mstep: Class 14 contains 40986 members 
Mstep: Class 15 contains 801 members 
Mstep: Class 16 contains 29095 members 
Mstep: Class 17 contains 9369 members 
Mstep: Class 18 contains 14308 members 
Mstep: Class 19 contains 61586 members 
Mstep: Class 20 contains 10998 members 
Mstep: Class 21 contains 16561 members 
Mstep: Class 22 contains 2993 members 
Mstep: Class 23 contains 2570 members 
Mstep: Class 24 contains 18662 members 
Mstep: Class 25 contains 2068 members 
Mstep: Class 26 contains 22283 members 
Mstep: Class 27 contains 6174 members 
Mstep: Class 28 contains 4152 members 
Mstep: Class 29 contains 37122 members 
Mstep: Class 30 contains 4527 members 
Mstep: Class 31 contains 481 members 
Mstep: Class 32 contains 386 members 
Mstep: Class 33 contains 38550 members 
Mstep: Class 34 contains 606 members 
Mstep: Class 35 contains 8732 members 
Mstep: Class 36 contains 2453 members 
Mstep: Class 37 contains 164250 members 
Mstep: Class 38 contains 8339 members 
Mstep: Class 39 contains 4265 members 
Mstep: Class 40 contains 5324 members 
Mstep: Class 41 contains 2913 members 
Mstep: Class 42 contains 3709 members 
Mstep: Class 43 contains 550 members 
Mstep: Class 44 contains 3468 members 
Mstep: Class 45 contains 1907 members 
Mstep: Class 46 contains 375 members 
Mstep: Class 47 contains 5100 members 
Mstep: Class 48 contains 1835 members 
Mstep: Class 49 contains 4225 members 
Mstep: Class 50 contains 6309 members 
Mstep: Class 51 contains 175515 members 
Mstep: Class 52 contains 344 members 
Mstep: Class 53 contains 208 members 
Mstep: Class 54 contains 355 members 
Mstep: Class 55 contains 4301 members 
Mstep: Class 56 contains 2518 members 
Mstep: Class 57 contains 179 members 
Mstep: Class 58 contains 10460 members 
Mstep: Class 59 contains 683 members 
Mstep: Class 60 contains 17853 members 
Mstep: Class 61 contains 255 members 
Mstep: Class 62 contains 1170 members 
Mstep: Class 63 contains 438 members 
Mstep: Class 64 contains 344 members 
Mstep: Class 65 contains 350 members 
Mstep: Class 66 contains 2965 members 
Mstep: Class 67 contains 187 members 
Mstep: Class 68 contains 326 members 
Mstep: Class 69 contains 164 members 
Mstep: Class 70 contains 306 members 
Mstep: Class 71 contains 2363 members 
Mstep: Class 72 contains 452 members 
Mstep: Class 73 contains 372 members 
Mstep: Class 74 contains 226 members 
Mstep: Class 75 contains 509 members 
Mstep: Class 76 contains 228 members 
Mstep: Class 77 contains 399 members 
Mstep: Class 78 contains 469 members 
Mstep: Class 79 contains 264 members 
Entering Unmasked Estep 
Score: -147550464.000000 Penalty: 274052.718750
Splitting cluster 65 changes total score from -147551264.000000 to -147550464.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 66 (2965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Entering Unmasked Estep 
Score: -423093.562500 Penalty: 1982.668823
	Iteration 0F: 2 clusters Score -423093.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -420080.187500 Penalty: 3965.337646
	Iteration 0F: 3 clusters Score -420080.2 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -423059.968750 Penalty: 3965.337646
	Iteration 1F: 3 clusters Score -423060 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -424605.937500 Penalty: 3965.337646
	Iteration 2F: 3 clusters Score -424605.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -425196.125000 Penalty: 3965.337646
	Iteration 3F: 3 clusters Score -425196.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -425350.656250 Penalty: 3965.337646
	Iteration 4Q: 3 clusters Score -425350.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -425464.437500 Penalty: 3965.337646
	Iteration 5Q: 3 clusters Score -425464.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -425486.375000 Penalty: 3965.337646
	Iteration 6Q: 3 clusters Score -425486.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -425494.500000 Penalty: 3965.337646
	Iteration 7Q: 3 clusters Score -425494.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -425498.625000 Penalty: 3965.337646
	Iteration 8Q: 3 clusters Score -425498.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -425499.500000 Penalty: 3965.337646
	Iteration 9Q: 3 clusters Score -425499.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -425499.500000 Penalty: 3965.337646
	Iteration 10F: 3 clusters Score -425499.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 52548 members 
Mstep: Class 3 contains 5280 members 
Mstep: Class 4 contains 27249 members 
Mstep: Class 5 contains 8288 members 
Mstep: Class 6 contains 4490 members 
Mstep: Class 7 contains 26583 members 
Mstep: Class 8 contains 750 members 
Mstep: Class 9 contains 10973 members 
Mstep: Class 10 contains 3040 members 
Mstep: Class 11 contains 37309 members 
Mstep: Class 12 contains 23336 members 
Mstep: Class 13 contains 215713 members 
Mstep: Class 14 contains 40986 members 
Mstep: Class 15 contains 801 members 
Mstep: Class 16 contains 29095 members 
Mstep: Class 17 contains 9369 members 
Mstep: Class 18 contains 14308 members 
Mstep: Class 19 contains 61586 members 
Mstep: Class 20 contains 10998 members 
Mstep: Class 21 contains 16561 members 
Mstep: Class 22 contains 2993 members 
Mstep: Class 23 contains 2570 members 
Mstep: Class 24 contains 18662 members 
Mstep: Class 25 contains 2068 members 
Mstep: Class 26 contains 22283 members 
Mstep: Class 27 contains 6174 members 
Mstep: Class 28 contains 4152 members 
Mstep: Class 29 contains 37122 members 
Mstep: Class 30 contains 4527 members 
Mstep: Class 31 contains 481 members 
Mstep: Class 32 contains 386 members 
Mstep: Class 33 contains 38550 members 
Mstep: Class 34 contains 606 members 
Mstep: Class 35 contains 8732 members 
Mstep: Class 36 contains 2453 members 
Mstep: Class 37 contains 164250 members 
Mstep: Class 38 contains 8339 members 
Mstep: Class 39 contains 4265 members 
Mstep: Class 40 contains 5324 members 
Mstep: Class 41 contains 2913 members 
Mstep: Class 42 contains 3709 members 
Mstep: Class 43 contains 550 members 
Mstep: Class 44 contains 3468 members 
Mstep: Class 45 contains 1907 members 
Mstep: Class 46 contains 375 members 
Mstep: Class 47 contains 5100 members 
Mstep: Class 48 contains 1835 members 
Mstep: Class 49 contains 4225 members 
Mstep: Class 50 contains 6309 members 
Mstep: Class 51 contains 175515 members 
Mstep: Class 52 contains 344 members 
Mstep: Class 53 contains 208 members 
Mstep: Class 54 contains 355 members 
Mstep: Class 55 contains 4301 members 
Mstep: Class 56 contains 2518 members 
Mstep: Class 57 contains 179 members 
Mstep: Class 58 contains 10460 members 
Mstep: Class 59 contains 683 members 
Mstep: Class 60 contains 17853 members 
Mstep: Class 61 contains 255 members 
Mstep: Class 62 contains 1170 members 
Mstep: Class 63 contains 438 members 
Mstep: Class 64 contains 344 members 
Mstep: Class 65 contains 614 members 
Mstep: Class 66 contains 1753 members 
Mstep: Class 67 contains 187 members 
Mstep: Class 68 contains 326 members 
Mstep: Class 69 contains 164 members 
Mstep: Class 70 contains 306 members 
Mstep: Class 71 contains 2363 members 
Mstep: Class 72 contains 452 members 
Mstep: Class 73 contains 372 members 
Mstep: Class 74 contains 226 members 
Mstep: Class 75 contains 509 members 
Mstep: Class 76 contains 228 members 
Mstep: Class 77 contains 399 members 
Mstep: Class 78 contains 469 members 
Mstep: Class 79 contains 1212 members 
Entering Unmasked Estep 
Score: -147552016.000000 Penalty: 274052.718750
Splitting cluster 66 changes total score from -147551264.000000 to -147552016.000000
So it's getting split into cluster 79.
Entering ConstructFrom: 
Trying to split cluster 67 (187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Entering Unmasked Estep 
Score: -23525.572266 Penalty: 1297.314941
	Iteration 0F: 2 clusters Score -23525.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -22601.447266 Penalty: 2594.629883
	Iteration 0F: 3 clusters Score -22601.45 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -22901.496094 Penalty: 2594.629883
	Iteration 1F: 3 clusters Score -22901.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -23016.074219 Penalty: 2594.629883
	Iteration 2Q: 3 clusters Score -23016.07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -23101.230469 Penalty: 2594.629883
	Iteration 3F: 3 clusters Score -23101.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -23166.115234 Penalty: 2594.629883
	Iteration 4Q: 3 clusters Score -23166.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -23179.558594 Penalty: 2594.629883
	Iteration 5Q: 3 clusters Score -23179.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -23235.208984 Penalty: 2594.629883
	Iteration 6Q: 3 clusters Score -23235.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -23251.349609 Penalty: 2594.629883
	Iteration 7Q: 3 clusters Score -23251.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -23251.349609 Penalty: 2594.629883
	Iteration 8F: 3 clusters Score -23251.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Entering Unmasked Estep 
Score: -47694.113281 Penalty: 1435.150513
	Iteration 0F: 2 clusters Score -47694.11 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 149 members 
Entering Unmasked Estep 
Score: -46387.863281 Penalty: 2870.301025
	Iteration 0F: 3 clusters Score -46387.86 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -46597.812500 Penalty: 2870.301025
	Iteration 1F: 3 clusters Score -46597.81 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -46800.023438 Penalty: 2870.301025
	Iteration 2F: 3 clusters Score -46800.02 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -46949.125000 Penalty: 2870.301025
	Iteration 3F: 3 clusters Score -46949.12 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -47090.382812 Penalty: 2870.301025
	Iteration 4Q: 3 clusters Score -47090.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -47184.488281 Penalty: 2870.301025
	Iteration 5Q: 3 clusters Score -47184.49 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -47260.968750 Penalty: 2870.301025
	Iteration 6Q: 3 clusters Score -47260.97 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -47486.085938 Penalty: 2870.301025
	Iteration 7Q: 3 clusters Score -47486.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -47522.140625 Penalty: 2870.301025
	Iteration 8Q: 3 clusters Score -47522.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -47543.710938 Penalty: 2870.301025
	Iteration 9Q: 3 clusters Score -47543.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -47562.644531 Penalty: 2870.301025
	Iteration 10Q: 3 clusters Score -47562.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -47600.730469 Penalty: 2870.301025
	Iteration 11Q: 3 clusters Score -47600.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -47628.914062 Penalty: 2870.301025
	Iteration 12Q: 3 clusters Score -47628.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -47657.218750 Penalty: 2870.301025
	Iteration 13Q: 3 clusters Score -47657.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -47675.945312 Penalty: 2870.301025
	Iteration 14Q: 3 clusters Score -47675.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -47682.453125 Penalty: 2870.301025
	Iteration 15Q: 3 clusters Score -47682.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -47686.925781 Penalty: 2870.301025
	Iteration 16Q: 3 clusters Score -47686.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -47692.585938 Penalty: 2870.301025
	Iteration 17Q: 3 clusters Score -47692.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -47717.941406 Penalty: 2870.301025
	Iteration 18Q: 3 clusters Score -47717.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -47749.761719 Penalty: 2870.301025
	Iteration 19Q: 3 clusters Score -47749.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -47753.988281 Penalty: 2870.301025
	Iteration 20F: 3 clusters Score -47753.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -47768.515625 Penalty: 2870.301025
	Iteration 21Q: 3 clusters Score -47768.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -47778.660156 Penalty: 2870.301025
	Iteration 22Q: 3 clusters Score -47778.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -47778.660156 Penalty: 2870.301025
	Iteration 23F: 3 clusters Score -47778.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 52548 members 
Mstep: Class 3 contains 5280 members 
Mstep: Class 4 contains 27249 members 
Mstep: Class 5 contains 8288 members 
Mstep: Class 6 contains 4490 members 
Mstep: Class 7 contains 26583 members 
Mstep: Class 8 contains 750 members 
Mstep: Class 9 contains 10973 members 
Mstep: Class 10 contains 3040 members 
Mstep: Class 11 contains 37309 members 
Mstep: Class 12 contains 23336 members 
Mstep: Class 13 contains 215713 members 
Mstep: Class 14 contains 40986 members 
Mstep: Class 15 contains 801 members 
Mstep: Class 16 contains 29095 members 
Mstep: Class 17 contains 9369 members 
Mstep: Class 18 contains 14308 members 
Mstep: Class 19 contains 61586 members 
Mstep: Class 20 contains 10998 members 
Mstep: Class 21 contains 16561 members 
Mstep: Class 22 contains 2993 members 
Mstep: Class 23 contains 2570 members 
Mstep: Class 24 contains 18662 members 
Mstep: Class 25 contains 2068 members 
Mstep: Class 26 contains 22283 members 
Mstep: Class 27 contains 6174 members 
Mstep: Class 28 contains 4152 members 
Mstep: Class 29 contains 37122 members 
Mstep: Class 30 contains 4527 members 
Mstep: Class 31 contains 481 members 
Mstep: Class 32 contains 386 members 
Mstep: Class 33 contains 38550 members 
Mstep: Class 34 contains 606 members 
Mstep: Class 35 contains 8732 members 
Mstep: Class 36 contains 2453 members 
Mstep: Class 37 contains 164250 members 
Mstep: Class 38 contains 8339 members 
Mstep: Class 39 contains 4265 members 
Mstep: Class 40 contains 5324 members 
Mstep: Class 41 contains 2913 members 
Mstep: Class 42 contains 3709 members 
Mstep: Class 43 contains 550 members 
Mstep: Class 44 contains 3468 members 
Mstep: Class 45 contains 1907 members 
Mstep: Class 46 contains 375 members 
Mstep: Class 47 contains 5100 members 
Mstep: Class 48 contains 1835 members 
Mstep: Class 49 contains 4225 members 
Mstep: Class 50 contains 6309 members 
Mstep: Class 51 contains 175515 members 
Mstep: Class 52 contains 344 members 
Mstep: Class 53 contains 208 members 
Mstep: Class 54 contains 355 members 
Mstep: Class 55 contains 4301 members 
Mstep: Class 56 contains 2518 members 
Mstep: Class 57 contains 179 members 
Mstep: Class 58 contains 10460 members 
Mstep: Class 59 contains 683 members 
Mstep: Class 60 contains 17853 members 
Mstep: Class 61 contains 255 members 
Mstep: Class 62 contains 1170 members 
Mstep: Class 63 contains 438 members 
Mstep: Class 64 contains 344 members 
Mstep: Class 65 contains 614 members 
Mstep: Class 66 contains 1753 members 
Mstep: Class 67 contains 187 members 
Mstep: Class 68 contains 194 members 
Mstep: Class 69 contains 164 members 
Mstep: Class 70 contains 306 members 
Mstep: Class 71 contains 2363 members 
Mstep: Class 72 contains 452 members 
Mstep: Class 73 contains 372 members 
Mstep: Class 74 contains 226 members 
Mstep: Class 75 contains 509 members 
Mstep: Class 76 contains 228 members 
Mstep: Class 77 contains 399 members 
Mstep: Class 78 contains 469 members 
Mstep: Class 79 contains 1212 members 
Mstep: Class 80 contains 132 members 
Entering Unmasked Estep 
Score: -147550048.000000 Penalty: 277521.750000
Splitting cluster 68 changes total score from -147551264.000000 to -147550048.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 69 (164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Entering Unmasked Estep 
Score: -21437.007812 Penalty: 1264.766846
	Iteration 0F: 2 clusters Score -21437.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -20438.865234 Penalty: 2529.533691
	Iteration 0F: 3 clusters Score -20438.87 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -20721.261719 Penalty: 2529.533691
	Iteration 1F: 3 clusters Score -20721.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -20760.119141 Penalty: 2529.533691
	Iteration 2Q: 3 clusters Score -20760.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -20824.837891 Penalty: 2529.533691
	Iteration 3Q: 3 clusters Score -20824.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -20856.451172 Penalty: 2529.533691
	Iteration 4Q: 3 clusters Score -20856.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -20856.451172 Penalty: 2529.533691
	Iteration 5F: 3 clusters Score -20856.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Entering Unmasked Estep 
Score: -46319.410156 Penalty: 1419.449097
	Iteration 0F: 2 clusters Score -46319.41 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 143 members 
Entering Unmasked Estep 
Score: -45079.492188 Penalty: 2838.898193
	Iteration 0F: 3 clusters Score -45079.49 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -45204.554688 Penalty: 2838.898193
	Iteration 1F: 3 clusters Score -45204.55 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -45277.777344 Penalty: 2838.898193
	Iteration 2Q: 3 clusters Score -45277.78 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -45506.695312 Penalty: 2838.898193
	Iteration 3Q: 3 clusters Score -45506.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -45553.703125 Penalty: 2838.898193
	Iteration 4Q: 3 clusters Score -45553.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -45590.804688 Penalty: 2838.898193
	Iteration 5Q: 3 clusters Score -45590.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -45621.183594 Penalty: 2838.898193
	Iteration 6Q: 3 clusters Score -45621.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -45635.945312 Penalty: 2838.898193
	Iteration 7Q: 3 clusters Score -45635.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -45642.964844 Penalty: 2838.898193
	Iteration 8Q: 3 clusters Score -45642.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -45642.964844 Penalty: 2838.898193
	Iteration 9F: 3 clusters Score -45642.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (2363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Entering Unmasked Estep 
Score: -329015.781250 Penalty: 1926.386475
	Iteration 0F: 2 clusters Score -329015.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -326368.250000 Penalty: 3852.772949
	Iteration 0F: 3 clusters Score -326368.2 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -327979.125000 Penalty: 3852.772949
	Iteration 1F: 3 clusters Score -327979.1 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -328574.562500 Penalty: 3852.772949
	Iteration 2F: 3 clusters Score -328574.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -328948.031250 Penalty: 3852.772949
	Iteration 3F: 3 clusters Score -328948 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -329208.156250 Penalty: 3852.772949
	Iteration 4Q: 3 clusters Score -329208.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -329330.531250 Penalty: 3852.772949
	Iteration 5Q: 3 clusters Score -329330.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -329381.375000 Penalty: 3852.772949
	Iteration 6Q: 3 clusters Score -329381.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -329402.281250 Penalty: 3852.772949
	Iteration 7Q: 3 clusters Score -329402.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -329416.500000 Penalty: 3852.772949
	Iteration 8Q: 3 clusters Score -329416.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -329423.625000 Penalty: 3852.772949
	Iteration 9Q: 3 clusters Score -329423.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -329430.843750 Penalty: 3852.772949
	Iteration 10Q: 3 clusters Score -329430.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -329443.781250 Penalty: 3852.772949
	Iteration 11Q: 3 clusters Score -329443.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -329452.156250 Penalty: 3852.772949
	Iteration 12Q: 3 clusters Score -329452.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -329457.125000 Penalty: 3852.772949
	Iteration 13Q: 3 clusters Score -329457.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -329464.750000 Penalty: 3852.772949
	Iteration 14Q: 3 clusters Score -329464.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -329475.937500 Penalty: 3852.772949
	Iteration 15Q: 3 clusters Score -329475.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -329484.875000 Penalty: 3852.772949
	Iteration 16Q: 3 clusters Score -329484.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -329488.093750 Penalty: 3852.772949
	Iteration 17Q: 3 clusters Score -329488.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -329488.562500 Penalty: 3852.772949
	Iteration 18Q: 3 clusters Score -329488.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -329488.562500 Penalty: 3852.772949
	Iteration 19F: 3 clusters Score -329488.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 52548 members 
Mstep: Class 3 contains 5280 members 
Mstep: Class 4 contains 27249 members 
Mstep: Class 5 contains 8288 members 
Mstep: Class 6 contains 4490 members 
Mstep: Class 7 contains 26583 members 
Mstep: Class 8 contains 750 members 
Mstep: Class 9 contains 10973 members 
Mstep: Class 10 contains 3040 members 
Mstep: Class 11 contains 37309 members 
Mstep: Class 12 contains 23336 members 
Mstep: Class 13 contains 215713 members 
Mstep: Class 14 contains 40986 members 
Mstep: Class 15 contains 801 members 
Mstep: Class 16 contains 29095 members 
Mstep: Class 17 contains 9369 members 
Mstep: Class 18 contains 14308 members 
Mstep: Class 19 contains 61586 members 
Mstep: Class 20 contains 10998 members 
Mstep: Class 21 contains 16561 members 
Mstep: Class 22 contains 2993 members 
Mstep: Class 23 contains 2570 members 
Mstep: Class 24 contains 18662 members 
Mstep: Class 25 contains 2068 members 
Mstep: Class 26 contains 22283 members 
Mstep: Class 27 contains 6174 members 
Mstep: Class 28 contains 4152 members 
Mstep: Class 29 contains 37122 members 
Mstep: Class 30 contains 4527 members 
Mstep: Class 31 contains 481 members 
Mstep: Class 32 contains 386 members 
Mstep: Class 33 contains 38550 members 
Mstep: Class 34 contains 606 members 
Mstep: Class 35 contains 8732 members 
Mstep: Class 36 contains 2453 members 
Mstep: Class 37 contains 164250 members 
Mstep: Class 38 contains 8339 members 
Mstep: Class 39 contains 4265 members 
Mstep: Class 40 contains 5324 members 
Mstep: Class 41 contains 2913 members 
Mstep: Class 42 contains 3709 members 
Mstep: Class 43 contains 550 members 
Mstep: Class 44 contains 3468 members 
Mstep: Class 45 contains 1907 members 
Mstep: Class 46 contains 375 members 
Mstep: Class 47 contains 5100 members 
Mstep: Class 48 contains 1835 members 
Mstep: Class 49 contains 4225 members 
Mstep: Class 50 contains 6309 members 
Mstep: Class 51 contains 175515 members 
Mstep: Class 52 contains 344 members 
Mstep: Class 53 contains 208 members 
Mstep: Class 54 contains 355 members 
Mstep: Class 55 contains 4301 members 
Mstep: Class 56 contains 2518 members 
Mstep: Class 57 contains 179 members 
Mstep: Class 58 contains 10460 members 
Mstep: Class 59 contains 683 members 
Mstep: Class 60 contains 17853 members 
Mstep: Class 61 contains 255 members 
Mstep: Class 62 contains 1170 members 
Mstep: Class 63 contains 438 members 
Mstep: Class 64 contains 344 members 
Mstep: Class 65 contains 614 members 
Mstep: Class 66 contains 1753 members 
Mstep: Class 67 contains 187 members 
Mstep: Class 68 contains 326 members 
Mstep: Class 69 contains 164 members 
Mstep: Class 70 contains 306 members 
Mstep: Class 71 contains 1171 members 
Mstep: Class 72 contains 452 members 
Mstep: Class 73 contains 372 members 
Mstep: Class 74 contains 226 members 
Mstep: Class 75 contains 509 members 
Mstep: Class 76 contains 228 members 
Mstep: Class 77 contains 399 members 
Mstep: Class 78 contains 469 members 
Mstep: Class 79 contains 1212 members 
Mstep: Class 80 contains 1192 members 
Entering Unmasked Estep 
Score: -147550992.000000 Penalty: 277521.750000
Splitting cluster 71 changes total score from -147551264.000000 to -147550992.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 72 (452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Entering Unmasked Estep 
Score: -60959.277344 Penalty: 1516.193237
	Iteration 0F: 2 clusters Score -60959.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -59630.375000 Penalty: 3032.386475
	Iteration 0F: 3 clusters Score -59630.38 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -60230.023438 Penalty: 3032.386475
	Iteration 1F: 3 clusters Score -60230.02 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -60563.800781 Penalty: 3032.386475
	Iteration 2F: 3 clusters Score -60563.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -60692.968750 Penalty: 3032.386475
	Iteration 3Q: 3 clusters Score -60692.97 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -60778.832031 Penalty: 3032.386475
	Iteration 4Q: 3 clusters Score -60778.83 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -60812.960938 Penalty: 3032.386475
	Iteration 5Q: 3 clusters Score -60812.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -60827.753906 Penalty: 3032.386475
	Iteration 6Q: 3 clusters Score -60827.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -60849.488281 Penalty: 3032.386475
	Iteration 7Q: 3 clusters Score -60849.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -60885.046875 Penalty: 3032.386475
	Iteration 8Q: 3 clusters Score -60885.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -60888.941406 Penalty: 3032.386475
	Iteration 9Q: 3 clusters Score -60888.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -60890.148438 Penalty: 3032.386475
	Iteration 10Q: 3 clusters Score -60890.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -60891.804688 Penalty: 3032.386475
	Iteration 11Q: 3 clusters Score -60891.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -60894.625000 Penalty: 3032.386475
	Iteration 12Q: 3 clusters Score -60894.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -60894.625000 Penalty: 3032.386475
	Iteration 13F: 3 clusters Score -60894.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 73 (372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Entering Unmasked Estep 
Score: -54209.320312 Penalty: 1467.885620
	Iteration 0F: 2 clusters Score -54209.32 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 179 members 
Entering Unmasked Estep 
Score: -52905.156250 Penalty: 2935.771240
	Iteration 0F: 3 clusters Score -52905.16 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -53203.003906 Penalty: 2935.771240
	Iteration 1F: 3 clusters Score -53203 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -53361.781250 Penalty: 2935.771240
	Iteration 2F: 3 clusters Score -53361.78 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -53467.199219 Penalty: 2935.771240
	Iteration 3Q: 3 clusters Score -53467.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -53531.257812 Penalty: 2935.771240
	Iteration 4Q: 3 clusters Score -53531.26 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -53653.089844 Penalty: 2935.771240
	Iteration 5Q: 3 clusters Score -53653.09 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -53853.003906 Penalty: 2935.771240
	Iteration 6Q: 3 clusters Score -53853 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -54064.023438 Penalty: 2935.771240
	Iteration 7Q: 3 clusters Score -54064.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -54163.570312 Penalty: 2935.771240
	Iteration 8Q: 3 clusters Score -54163.57 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -54208.062500 Penalty: 2935.771240
	Iteration 9Q: 3 clusters Score -54208.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -54237.281250 Penalty: 2935.771240
	Iteration 10Q: 3 clusters Score -54237.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -54265.726562 Penalty: 2935.771240
	Iteration 11Q: 3 clusters Score -54265.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -54324.433594 Penalty: 2935.771240
	Iteration 12Q: 3 clusters Score -54324.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -54334.667969 Penalty: 2935.771240
	Iteration 13Q: 3 clusters Score -54334.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -54334.667969 Penalty: 2935.771240
	Iteration 14F: 3 clusters Score -54334.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 52548 members 
Mstep: Class 3 contains 5280 members 
Mstep: Class 4 contains 27249 members 
Mstep: Class 5 contains 8288 members 
Mstep: Class 6 contains 4490 members 
Mstep: Class 7 contains 26583 members 
Mstep: Class 8 contains 750 members 
Mstep: Class 9 contains 10973 members 
Mstep: Class 10 contains 3040 members 
Mstep: Class 11 contains 37309 members 
Mstep: Class 12 contains 23336 members 
Mstep: Class 13 contains 215713 members 
Mstep: Class 14 contains 40986 members 
Mstep: Class 15 contains 801 members 
Mstep: Class 16 contains 29095 members 
Mstep: Class 17 contains 9369 members 
Mstep: Class 18 contains 14308 members 
Mstep: Class 19 contains 61586 members 
Mstep: Class 20 contains 10998 members 
Mstep: Class 21 contains 16561 members 
Mstep: Class 22 contains 2993 members 
Mstep: Class 23 contains 2570 members 
Mstep: Class 24 contains 18662 members 
Mstep: Class 25 contains 2068 members 
Mstep: Class 26 contains 22283 members 
Mstep: Class 27 contains 6174 members 
Mstep: Class 28 contains 4152 members 
Mstep: Class 29 contains 37122 members 
Mstep: Class 30 contains 4527 members 
Mstep: Class 31 contains 481 members 
Mstep: Class 32 contains 386 members 
Mstep: Class 33 contains 38550 members 
Mstep: Class 34 contains 606 members 
Mstep: Class 35 contains 8732 members 
Mstep: Class 36 contains 2453 members 
Mstep: Class 37 contains 164250 members 
Mstep: Class 38 contains 8339 members 
Mstep: Class 39 contains 4265 members 
Mstep: Class 40 contains 5324 members 
Mstep: Class 41 contains 2913 members 
Mstep: Class 42 contains 3709 members 
Mstep: Class 43 contains 550 members 
Mstep: Class 44 contains 3468 members 
Mstep: Class 45 contains 1907 members 
Mstep: Class 46 contains 375 members 
Mstep: Class 47 contains 5100 members 
Mstep: Class 48 contains 1835 members 
Mstep: Class 49 contains 4225 members 
Mstep: Class 50 contains 6309 members 
Mstep: Class 51 contains 175515 members 
Mstep: Class 52 contains 344 members 
Mstep: Class 53 contains 208 members 
Mstep: Class 54 contains 355 members 
Mstep: Class 55 contains 4301 members 
Mstep: Class 56 contains 2518 members 
Mstep: Class 57 contains 179 members 
Mstep: Class 58 contains 10460 members 
Mstep: Class 59 contains 683 members 
Mstep: Class 60 contains 17853 members 
Mstep: Class 61 contains 255 members 
Mstep: Class 62 contains 1170 members 
Mstep: Class 63 contains 438 members 
Mstep: Class 64 contains 344 members 
Mstep: Class 65 contains 614 members 
Mstep: Class 66 contains 1753 members 
Mstep: Class 67 contains 187 members 
Mstep: Class 68 contains 326 members 
Mstep: Class 69 contains 164 members 
Mstep: Class 70 contains 306 members 
Mstep: Class 71 contains 2363 members 
Mstep: Class 72 contains 452 members 
Mstep: Class 73 contains 213 members 
Mstep: Class 74 contains 226 members 
Mstep: Class 75 contains 509 members 
Mstep: Class 76 contains 228 members 
Mstep: Class 77 contains 399 members 
Mstep: Class 78 contains 469 members 
Mstep: Class 79 contains 1212 members 
Mstep: Class 80 contains 159 members 
Entering Unmasked Estep 
Score: -147550176.000000 Penalty: 277521.750000
Splitting cluster 73 changes total score from -147551264.000000 to -147550176.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 74 (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: -31202.105469 Penalty: 1344.292725
	Iteration 0F: 2 clusters Score -31202.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -30043.042969 Penalty: 2688.585449
	Iteration 0F: 3 clusters Score -30043.04 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -30331.878906 Penalty: 2688.585449
	Iteration 1F: 3 clusters Score -30331.88 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -30456.330078 Penalty: 2688.585449
	Iteration 2Q: 3 clusters Score -30456.33 nChanged 6
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: -30498.003906 Penalty: 2688.585449
	Iteration 3Q: 3 clusters Score -30498 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -30551.644531 Penalty: 2688.585449
	Iteration 4Q: 3 clusters Score -30551.64 nChanged 4
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: -30574.291016 Penalty: 2688.585449
	Iteration 5Q: 3 clusters Score -30574.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -30576.763672 Penalty: 2688.585449
	Iteration 6Q: 3 clusters Score -30576.76 nChanged 1
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: -30580.027344 Penalty: 2688.585449
	Iteration 7Q: 3 clusters Score -30580.03 nChanged 0
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: -30580.027344 Penalty: 2688.585449
	Iteration 8F: 3 clusters Score -30580.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 75 (509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Entering Unmasked Estep 
Score: -76846.156250 Penalty: 1545.647095
	Iteration 0F: 2 clusters Score -76846.16 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 256 members 
Entering Unmasked Estep 
Score: -75355.625000 Penalty: 3091.294189
	Iteration 0F: 3 clusters Score -75355.62 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -75752.945312 Penalty: 3091.294189
	Iteration 1F: 3 clusters Score -75752.95 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -76028.250000 Penalty: 3091.294189
	Iteration 2F: 3 clusters Score -76028.25 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -76198.523438 Penalty: 3091.294189
	Iteration 3F: 3 clusters Score -76198.52 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -76374.390625 Penalty: 3091.294189
	Iteration 4F: 3 clusters Score -76374.39 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -76498.890625 Penalty: 3091.294189
	Iteration 5Q: 3 clusters Score -76498.89 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -76646.632812 Penalty: 3091.294189
	Iteration 6Q: 3 clusters Score -76646.63 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -76726.710938 Penalty: 3091.294189
	Iteration 7Q: 3 clusters Score -76726.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -76759.273438 Penalty: 3091.294189
	Iteration 8Q: 3 clusters Score -76759.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -76808.937500 Penalty: 3091.294189
	Iteration 9Q: 3 clusters Score -76808.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -76871.804688 Penalty: 3091.294189
	Iteration 10Q: 3 clusters Score -76871.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -76880.343750 Penalty: 3091.294189
	Iteration 11Q: 3 clusters Score -76880.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -76895.031250 Penalty: 3091.294189
	Iteration 12Q: 3 clusters Score -76895.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -76907.640625 Penalty: 3091.294189
	Iteration 13Q: 3 clusters Score -76907.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -76936.242188 Penalty: 3091.294189
	Iteration 14Q: 3 clusters Score -76936.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -76966.328125 Penalty: 3091.294189
	Iteration 15Q: 3 clusters Score -76966.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -77013.984375 Penalty: 3091.294189
	Iteration 16Q: 3 clusters Score -77013.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -77035.617188 Penalty: 3091.294189
	Iteration 17Q: 3 clusters Score -77035.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -77055.632812 Penalty: 3091.294189
	Iteration 18Q: 3 clusters Score -77055.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -77061.593750 Penalty: 3091.294189
	Iteration 19Q: 3 clusters Score -77061.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -77061.593750 Penalty: 3091.294189
	Iteration 20F: 3 clusters Score -77061.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 52548 members 
Mstep: Class 3 contains 5280 members 
Mstep: Class 4 contains 27249 members 
Mstep: Class 5 contains 8288 members 
Mstep: Class 6 contains 4490 members 
Mstep: Class 7 contains 26583 members 
Mstep: Class 8 contains 750 members 
Mstep: Class 9 contains 10973 members 
Mstep: Class 10 contains 3040 members 
Mstep: Class 11 contains 37309 members 
Mstep: Class 12 contains 23336 members 
Mstep: Class 13 contains 215713 members 
Mstep: Class 14 contains 40986 members 
Mstep: Class 15 contains 801 members 
Mstep: Class 16 contains 29095 members 
Mstep: Class 17 contains 9369 members 
Mstep: Class 18 contains 14308 members 
Mstep: Class 19 contains 61586 members 
Mstep: Class 20 contains 10998 members 
Mstep: Class 21 contains 16561 members 
Mstep: Class 22 contains 2993 members 
Mstep: Class 23 contains 2570 members 
Mstep: Class 24 contains 18662 members 
Mstep: Class 25 contains 2068 members 
Mstep: Class 26 contains 22283 members 
Mstep: Class 27 contains 6174 members 
Mstep: Class 28 contains 4152 members 
Mstep: Class 29 contains 37122 members 
Mstep: Class 30 contains 4527 members 
Mstep: Class 31 contains 481 members 
Mstep: Class 32 contains 386 members 
Mstep: Class 33 contains 38550 members 
Mstep: Class 34 contains 606 members 
Mstep: Class 35 contains 8732 members 
Mstep: Class 36 contains 2453 members 
Mstep: Class 37 contains 164250 members 
Mstep: Class 38 contains 8339 members 
Mstep: Class 39 contains 4265 members 
Mstep: Class 40 contains 5324 members 
Mstep: Class 41 contains 2913 members 
Mstep: Class 42 contains 3709 members 
Mstep: Class 43 contains 550 members 
Mstep: Class 44 contains 3468 members 
Mstep: Class 45 contains 1907 members 
Mstep: Class 46 contains 375 members 
Mstep: Class 47 contains 5100 members 
Mstep: Class 48 contains 1835 members 
Mstep: Class 49 contains 4225 members 
Mstep: Class 50 contains 6309 members 
Mstep: Class 51 contains 175515 members 
Mstep: Class 52 contains 344 members 
Mstep: Class 53 contains 208 members 
Mstep: Class 54 contains 355 members 
Mstep: Class 55 contains 4301 members 
Mstep: Class 56 contains 2518 members 
Mstep: Class 57 contains 179 members 
Mstep: Class 58 contains 10460 members 
Mstep: Class 59 contains 683 members 
Mstep: Class 60 contains 17853 members 
Mstep: Class 61 contains 255 members 
Mstep: Class 62 contains 1170 members 
Mstep: Class 63 contains 438 members 
Mstep: Class 64 contains 344 members 
Mstep: Class 65 contains 614 members 
Mstep: Class 66 contains 1753 members 
Mstep: Class 67 contains 187 members 
Mstep: Class 68 contains 326 members 
Mstep: Class 69 contains 164 members 
Mstep: Class 70 contains 306 members 
Mstep: Class 71 contains 2363 members 
Mstep: Class 72 contains 452 members 
Mstep: Class 73 contains 372 members 
Mstep: Class 74 contains 226 members 
Mstep: Class 75 contains 193 members 
Mstep: Class 76 contains 228 members 
Mstep: Class 77 contains 399 members 
Mstep: Class 78 contains 469 members 
Mstep: Class 79 contains 1212 members 
Mstep: Class 80 contains 316 members 
Entering Unmasked Estep 
Score: -147550320.000000 Penalty: 277521.750000
Splitting cluster 75 changes total score from -147551264.000000 to -147550320.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 76 (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: -30240.857422 Penalty: 1346.477661
	Iteration 0F: 2 clusters Score -30240.86 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 117 members 
Entering Unmasked Estep 
Score: -29212.472656 Penalty: 2692.955322
	Iteration 0F: 3 clusters Score -29212.47 nChanged 45
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: -29716.962891 Penalty: 2692.955322
	Iteration 1F: 3 clusters Score -29716.96 nChanged 18
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: -29908.259766 Penalty: 2692.955322
	Iteration 2F: 3 clusters Score -29908.26 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -30109.115234 Penalty: 2692.955322
	Iteration 3Q: 3 clusters Score -30109.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -30208.804688 Penalty: 2692.955322
	Iteration 4Q: 3 clusters Score -30208.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -30244.658203 Penalty: 2692.955322
	Iteration 5Q: 3 clusters Score -30244.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -30283.187500 Penalty: 2692.955322
	Iteration 6Q: 3 clusters Score -30283.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -30306.115234 Penalty: 2692.955322
	Iteration 7Q: 3 clusters Score -30306.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -30306.115234 Penalty: 2692.955322
	Iteration 8F: 3 clusters Score -30306.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 52548 members 
Mstep: Class 3 contains 5280 members 
Mstep: Class 4 contains 27249 members 
Mstep: Class 5 contains 8288 members 
Mstep: Class 6 contains 4490 members 
Mstep: Class 7 contains 26583 members 
Mstep: Class 8 contains 750 members 
Mstep: Class 9 contains 10973 members 
Mstep: Class 10 contains 3040 members 
Mstep: Class 11 contains 37309 members 
Mstep: Class 12 contains 23336 members 
Mstep: Class 13 contains 215713 members 
Mstep: Class 14 contains 40986 members 
Mstep: Class 15 contains 801 members 
Mstep: Class 16 contains 29095 members 
Mstep: Class 17 contains 9369 members 
Mstep: Class 18 contains 14308 members 
Mstep: Class 19 contains 61586 members 
Mstep: Class 20 contains 10998 members 
Mstep: Class 21 contains 16561 members 
Mstep: Class 22 contains 2993 members 
Mstep: Class 23 contains 2570 members 
Mstep: Class 24 contains 18662 members 
Mstep: Class 25 contains 2068 members 
Mstep: Class 26 contains 22283 members 
Mstep: Class 27 contains 6174 members 
Mstep: Class 28 contains 4152 members 
Mstep: Class 29 contains 37122 members 
Mstep: Class 30 contains 4527 members 
Mstep: Class 31 contains 481 members 
Mstep: Class 32 contains 386 members 
Mstep: Class 33 contains 38550 members 
Mstep: Class 34 contains 606 members 
Mstep: Class 35 contains 8732 members 
Mstep: Class 36 contains 2453 members 
Mstep: Class 37 contains 164250 members 
Mstep: Class 38 contains 8339 members 
Mstep: Class 39 contains 4265 members 
Mstep: Class 40 contains 5324 members 
Mstep: Class 41 contains 2913 members 
Mstep: Class 42 contains 3709 members 
Mstep: Class 43 contains 550 members 
Mstep: Class 44 contains 3468 members 
Mstep: Class 45 contains 1907 members 
Mstep: Class 46 contains 375 members 
Mstep: Class 47 contains 5100 members 
Mstep: Class 48 contains 1835 members 
Mstep: Class 49 contains 4225 members 
Mstep: Class 50 contains 6309 members 
Mstep: Class 51 contains 175515 members 
Mstep: Class 52 contains 344 members 
Mstep: Class 53 contains 208 members 
Mstep: Class 54 contains 355 members 
Mstep: Class 55 contains 4301 members 
Mstep: Class 56 contains 2518 members 
Mstep: Class 57 contains 179 members 
Mstep: Class 58 contains 10460 members 
Mstep: Class 59 contains 683 members 
Mstep: Class 60 contains 17853 members 
Mstep: Class 61 contains 255 members 
Mstep: Class 62 contains 1170 members 
Mstep: Class 63 contains 438 members 
Mstep: Class 64 contains 344 members 
Mstep: Class 65 contains 614 members 
Mstep: Class 66 contains 1753 members 
Mstep: Class 67 contains 187 members 
Mstep: Class 68 contains 326 members 
Mstep: Class 69 contains 164 members 
Mstep: Class 70 contains 306 members 
Mstep: Class 71 contains 2363 members 
Mstep: Class 72 contains 452 members 
Mstep: Class 73 contains 372 members 
Mstep: Class 74 contains 226 members 
Mstep: Class 75 contains 509 members 
Mstep: Class 76 contains 146 members 
Mstep: Class 77 contains 399 members 
Mstep: Class 78 contains 469 members 
Mstep: Class 79 contains 1212 members 
Mstep: Class 80 contains 82 members 
Entering Unmasked Estep 
Score: -147550000.000000 Penalty: 277521.750000
Splitting cluster 76 changes total score from -147551264.000000 to -147550000.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 77 (399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Entering Unmasked Estep 
Score: -58510.125000 Penalty: 1485.262329
	Iteration 0F: 2 clusters Score -58510.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -57120.171875 Penalty: 2970.524658
	Iteration 0F: 3 clusters Score -57120.17 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -57444.492188 Penalty: 2970.524658
	Iteration 1F: 3 clusters Score -57444.49 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -57596.710938 Penalty: 2970.524658
	Iteration 2F: 3 clusters Score -57596.71 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -57688.878906 Penalty: 2970.524658
	Iteration 3Q: 3 clusters Score -57688.88 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -57755.218750 Penalty: 2970.524658
	Iteration 4Q: 3 clusters Score -57755.22 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -57828.281250 Penalty: 2970.524658
	Iteration 5Q: 3 clusters Score -57828.28 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -57943.187500 Penalty: 2970.524658
	Iteration 6Q: 3 clusters Score -57943.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -57970.578125 Penalty: 2970.524658
	Iteration 7Q: 3 clusters Score -57970.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -57985.156250 Penalty: 2970.524658
	Iteration 8Q: 3 clusters Score -57985.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -58001.535156 Penalty: 2970.524658
	Iteration 9Q: 3 clusters Score -58001.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -58019.000000 Penalty: 2970.524658
	Iteration 10Q: 3 clusters Score -58019 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -58037.035156 Penalty: 2970.524658
	Iteration 11Q: 3 clusters Score -58037.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -58054.847656 Penalty: 2970.524658
	Iteration 12Q: 3 clusters Score -58054.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -58076.792969 Penalty: 2970.524658
	Iteration 13Q: 3 clusters Score -58076.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -58078.863281 Penalty: 2970.524658
	Iteration 14Q: 3 clusters Score -58078.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -58078.863281 Penalty: 2970.524658
	Iteration 15F: 3 clusters Score -58078.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 52548 members 
Mstep: Class 3 contains 5280 members 
Mstep: Class 4 contains 27249 members 
Mstep: Class 5 contains 8288 members 
Mstep: Class 6 contains 4490 members 
Mstep: Class 7 contains 26583 members 
Mstep: Class 8 contains 750 members 
Mstep: Class 9 contains 10973 members 
Mstep: Class 10 contains 3040 members 
Mstep: Class 11 contains 37309 members 
Mstep: Class 12 contains 23336 members 
Mstep: Class 13 contains 215713 members 
Mstep: Class 14 contains 40986 members 
Mstep: Class 15 contains 801 members 
Mstep: Class 16 contains 29095 members 
Mstep: Class 17 contains 9369 members 
Mstep: Class 18 contains 14308 members 
Mstep: Class 19 contains 61586 members 
Mstep: Class 20 contains 10998 members 
Mstep: Class 21 contains 16561 members 
Mstep: Class 22 contains 2993 members 
Mstep: Class 23 contains 2570 members 
Mstep: Class 24 contains 18662 members 
Mstep: Class 25 contains 2068 members 
Mstep: Class 26 contains 22283 members 
Mstep: Class 27 contains 6174 members 
Mstep: Class 28 contains 4152 members 
Mstep: Class 29 contains 37122 members 
Mstep: Class 30 contains 4527 members 
Mstep: Class 31 contains 481 members 
Mstep: Class 32 contains 386 members 
Mstep: Class 33 contains 38550 members 
Mstep: Class 34 contains 606 members 
Mstep: Class 35 contains 8732 members 
Mstep: Class 36 contains 2453 members 
Mstep: Class 37 contains 164250 members 
Mstep: Class 38 contains 8339 members 
Mstep: Class 39 contains 4265 members 
Mstep: Class 40 contains 5324 members 
Mstep: Class 41 contains 2913 members 
Mstep: Class 42 contains 3709 members 
Mstep: Class 43 contains 550 members 
Mstep: Class 44 contains 3468 members 
Mstep: Class 45 contains 1907 members 
Mstep: Class 46 contains 375 members 
Mstep: Class 47 contains 5100 members 
Mstep: Class 48 contains 1835 members 
Mstep: Class 49 contains 4225 members 
Mstep: Class 50 contains 6309 members 
Mstep: Class 51 contains 175515 members 
Mstep: Class 52 contains 344 members 
Mstep: Class 53 contains 208 members 
Mstep: Class 54 contains 355 members 
Mstep: Class 55 contains 4301 members 
Mstep: Class 56 contains 2518 members 
Mstep: Class 57 contains 179 members 
Mstep: Class 58 contains 10460 members 
Mstep: Class 59 contains 683 members 
Mstep: Class 60 contains 17853 members 
Mstep: Class 61 contains 255 members 
Mstep: Class 62 contains 1170 members 
Mstep: Class 63 contains 438 members 
Mstep: Class 64 contains 344 members 
Mstep: Class 65 contains 614 members 
Mstep: Class 66 contains 1753 members 
Mstep: Class 67 contains 187 members 
Mstep: Class 68 contains 326 members 
Mstep: Class 69 contains 164 members 
Mstep: Class 70 contains 306 members 
Mstep: Class 71 contains 2363 members 
Mstep: Class 72 contains 452 members 
Mstep: Class 73 contains 372 members 
Mstep: Class 74 contains 226 members 
Mstep: Class 75 contains 509 members 
Mstep: Class 76 contains 228 members 
Mstep: Class 77 contains 399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147552368.000000 Penalty: 274052.718750
Iteration 239Q: 80 clusters Score -1.475524e+08 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 52551 members 
Mstep: Class 3 contains 5280 members 
Mstep: Class 4 contains 27249 members 
Mstep: Class 5 contains 8286 members 
Mstep: Class 6 contains 4490 members 
Mstep: Class 7 contains 26583 members 
Mstep: Class 8 contains 748 members 
Mstep: Class 9 contains 10973 members 
Mstep: Class 10 contains 3040 members 
Mstep: Class 11 contains 37309 members 
Mstep: Class 12 contains 23336 members 
Mstep: Class 13 contains 215716 members 
Mstep: Class 14 contains 40988 members 
Mstep: Class 15 contains 805 members 
Mstep: Class 16 contains 29095 members 
Mstep: Class 17 contains 9366 members 
Mstep: Class 18 contains 14308 members 
Mstep: Class 19 contains 61585 members 
Mstep: Class 20 contains 10998 members 
Mstep: Class 21 contains 16562 members 
Mstep: Class 22 contains 2993 members 
Mstep: Class 23 contains 2570 members 
Mstep: Class 24 contains 18663 members 
Mstep: Class 25 contains 2068 members 
Mstep: Class 26 contains 22287 members 
Mstep: Class 27 contains 6174 members 
Mstep: Class 28 contains 4147 members 
Mstep: Class 29 contains 37122 members 
Mstep: Class 30 contains 4527 members 
Mstep: Class 31 contains 481 members 
Mstep: Class 32 contains 384 members 
Mstep: Class 33 contains 38550 members 
Mstep: Class 34 contains 606 members 
Mstep: Class 35 contains 8732 members 
Mstep: Class 36 contains 2453 members 
Mstep: Class 37 contains 164247 members 
Mstep: Class 38 contains 8339 members 
Mstep: Class 39 contains 4265 members 
Mstep: Class 40 contains 5324 members 
Mstep: Class 41 contains 2913 members 
Mstep: Class 42 contains 3709 members 
Mstep: Class 43 contains 550 members 
Mstep: Class 44 contains 3468 members 
Mstep: Class 45 contains 1907 members 
Mstep: Class 46 contains 380 members 
Mstep: Class 47 contains 5100 members 
Mstep: Class 48 contains 1832 members 
Mstep: Class 49 contains 4225 members 
Mstep: Class 50 contains 6309 members 
Mstep: Class 51 contains 175510 members 
Mstep: Class 52 contains 345 members 
Mstep: Class 53 contains 208 members 
Mstep: Class 54 contains 355 members 
Mstep: Class 55 contains 4301 members 
Mstep: Class 56 contains 2518 members 
Mstep: Class 57 contains 179 members 
Mstep: Class 58 contains 10460 members 
Mstep: Class 59 contains 665 members 
Mstep: Class 60 contains 17853 members 
Mstep: Class 61 contains 255 members 
Mstep: Class 62 contains 1200 members 
Mstep: Class 63 contains 438 members 
Mstep: Class 64 contains 344 members 
Mstep: Class 65 contains 614 members 
Mstep: Class 66 contains 1775 members 
Mstep: Class 67 contains 187 members 
Mstep: Class 68 contains 326 members 
Mstep: Class 69 contains 164 members 
Mstep: Class 70 contains 306 members 
Mstep: Class 71 contains 2385 members 
Mstep: Class 72 contains 453 members 
Mstep: Class 73 contains 372 members 
Mstep: Class 74 contains 226 members 
Mstep: Class 75 contains 509 members 
Mstep: Class 76 contains 228 members 
Mstep: Class 77 contains 397 members 
Mstep: Class 78 contains 457 members 
Mstep: Class 79 contains 1171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147552736.000000 Penalty: 274052.718750
Iteration 240F: 80 clusters Score -1.475527e+08 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 52551 members 
Mstep: Class 3 contains 5280 members 
Mstep: Class 4 contains 27249 members 
Mstep: Class 5 contains 8286 members 
Mstep: Class 6 contains 4490 members 
Mstep: Class 7 contains 26582 members 
Mstep: Class 8 contains 748 members 
Mstep: Class 9 contains 10973 members 
Mstep: Class 10 contains 3040 members 
Mstep: Class 11 contains 37309 members 
Mstep: Class 12 contains 23336 members 
Mstep: Class 13 contains 215717 members 
Mstep: Class 14 contains 40989 members 
Mstep: Class 15 contains 803 members 
Mstep: Class 16 contains 29095 members 
Mstep: Class 17 contains 9366 members 
Mstep: Class 18 contains 14308 members 
Mstep: Class 19 contains 61584 members 
Mstep: Class 20 contains 10998 members 
Mstep: Class 21 contains 16563 members 
Mstep: Class 22 contains 2993 members 
Mstep: Class 23 contains 2570 members 
Mstep: Class 24 contains 18663 members 
Mstep: Class 25 contains 2068 members 
Mstep: Class 26 contains 22288 members 
Mstep: Class 27 contains 6174 members 
Mstep: Class 28 contains 4146 members 
Mstep: Class 29 contains 37122 members 
Mstep: Class 30 contains 4527 members 
Mstep: Class 31 contains 481 members 
Mstep: Class 32 contains 384 members 
Mstep: Class 33 contains 38550 members 
Mstep: Class 34 contains 605 members 
Mstep: Class 35 contains 8732 members 
Mstep: Class 36 contains 2453 members 
Mstep: Class 37 contains 164245 members 
Mstep: Class 38 contains 8339 members 
Mstep: Class 39 contains 4265 members 
Mstep: Class 40 contains 5324 members 
Mstep: Class 41 contains 2913 members 
Mstep: Class 42 contains 3709 members 
Mstep: Class 43 contains 550 members 
Mstep: Class 44 contains 3468 members 
Mstep: Class 45 contains 1907 members 
Mstep: Class 46 contains 384 members 
Mstep: Class 47 contains 5100 members 
Mstep: Class 48 contains 1827 members 
Mstep: Class 49 contains 4225 members 
Mstep: Class 50 contains 6309 members 
Mstep: Class 51 contains 175510 members 
Mstep: Class 52 contains 344 members 
Mstep: Class 53 contains 208 members 
Mstep: Class 54 contains 355 members 
Mstep: Class 55 contains 4301 members 
Mstep: Class 56 contains 2518 members 
Mstep: Class 57 contains 179 members 
Mstep: Class 58 contains 10460 members 
Mstep: Class 59 contains 663 members 
Mstep: Class 60 contains 17853 members 
Mstep: Class 61 contains 255 members 
Mstep: Class 62 contains 1197 members 
Mstep: Class 63 contains 438 members 
Mstep: Class 64 contains 344 members 
Mstep: Class 65 contains 613 members 
Mstep: Class 66 contains 1779 members 
Mstep: Class 67 contains 187 members 
Mstep: Class 68 contains 326 members 
Mstep: Class 69 contains 164 members 
Mstep: Class 70 contains 306 members 
Mstep: Class 71 contains 2378 members 
Mstep: Class 72 contains 453 members 
Mstep: Class 73 contains 373 members 
Mstep: Class 74 contains 226 members 
Mstep: Class 75 contains 508 members 
Mstep: Class 76 contains 228 members 
Mstep: Class 77 contains 396 members 
Mstep: Class 78 contains 469 members 
Mstep: Class 79 contains 1175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147552784.000000 Penalty: 274052.718750
Iteration 241Q: 80 clusters Score -1.475528e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 52553 members 
Mstep: Class 3 contains 5280 members 
Mstep: Class 4 contains 27249 members 
Mstep: Class 5 contains 8286 members 
Mstep: Class 6 contains 4490 members 
Mstep: Class 7 contains 26582 members 
Mstep: Class 8 contains 748 members 
Mstep: Class 9 contains 10973 members 
Mstep: Class 10 contains 3040 members 
Mstep: Class 11 contains 37309 members 
Mstep: Class 12 contains 23336 members 
Mstep: Class 13 contains 215716 members 
Mstep: Class 14 contains 40989 members 
Mstep: Class 15 contains 801 members 
Mstep: Class 16 contains 29094 members 
Mstep: Class 17 contains 9366 members 
Mstep: Class 18 contains 14308 members 
Mstep: Class 19 contains 61584 members 
Mstep: Class 20 contains 10998 members 
Mstep: Class 21 contains 16564 members 
Mstep: Class 22 contains 2993 members 
Mstep: Class 23 contains 2570 members 
Mstep: Class 24 contains 18664 members 
Mstep: Class 25 contains 2068 members 
Mstep: Class 26 contains 22288 members 
Mstep: Class 27 contains 6174 members 
Mstep: Class 28 contains 4145 members 
Mstep: Class 29 contains 37122 members 
Mstep: Class 30 contains 4527 members 
Mstep: Class 31 contains 481 members 
Mstep: Class 32 contains 384 members 
Mstep: Class 33 contains 38550 members 
Mstep: Class 34 contains 605 members 
Mstep: Class 35 contains 8732 members 
Mstep: Class 36 contains 2453 members 
Mstep: Class 37 contains 164246 members 
Mstep: Class 38 contains 8339 members 
Mstep: Class 39 contains 4265 members 
Mstep: Class 40 contains 5324 members 
Mstep: Class 41 contains 2913 members 
Mstep: Class 42 contains 3709 members 
Mstep: Class 43 contains 550 members 
Mstep: Class 44 contains 3468 members 
Mstep: Class 45 contains 1907 members 
Mstep: Class 46 contains 387 members 
Mstep: Class 47 contains 5100 members 
Mstep: Class 48 contains 1828 members 
Mstep: Class 49 contains 4225 members 
Mstep: Class 50 contains 6309 members 
Mstep: Class 51 contains 175508 members 
Mstep: Class 52 contains 341 members 
Mstep: Class 53 contains 208 members 
Mstep: Class 54 contains 355 members 
Mstep: Class 55 contains 4301 members 
Mstep: Class 56 contains 2518 members 
Mstep: Class 57 contains 179 members 
Mstep: Class 58 contains 10459 members 
Mstep: Class 59 contains 662 members 
Mstep: Class 60 contains 17853 members 
Mstep: Class 61 contains 255 members 
Mstep: Class 62 contains 1201 members 
Mstep: Class 63 contains 438 members 
Mstep: Class 64 contains 344 members 
Mstep: Class 65 contains 613 members 
Mstep: Class 66 contains 1787 members 
Mstep: Class 67 contains 187 members 
Mstep: Class 68 contains 326 members 
Mstep: Class 69 contains 164 members 
Mstep: Class 70 contains 306 members 
Mstep: Class 71 contains 2378 members 
Mstep: Class 72 contains 453 members 
Mstep: Class 73 contains 376 members 
Mstep: Class 74 contains 226 members 
Mstep: Class 75 contains 507 members 
Mstep: Class 76 contains 228 members 
Mstep: Class 77 contains 396 members 
Mstep: Class 78 contains 470 members 
Mstep: Class 79 contains 1163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147552768.000000 Penalty: 274052.718750
Iteration 242Q: 80 clusters Score -1.475528e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 52554 members 
Mstep: Class 3 contains 5280 members 
Mstep: Class 4 contains 27249 members 
Mstep: Class 5 contains 8286 members 
Mstep: Class 6 contains 4490 members 
Mstep: Class 7 contains 26582 members 
Mstep: Class 8 contains 748 members 
Mstep: Class 9 contains 10973 members 
Mstep: Class 10 contains 3040 members 
Mstep: Class 11 contains 37309 members 
Mstep: Class 12 contains 23336 members 
Mstep: Class 13 contains 215715 members 
Mstep: Class 14 contains 40989 members 
Mstep: Class 15 contains 798 members 
Mstep: Class 16 contains 29094 members 
Mstep: Class 17 contains 9366 members 
Mstep: Class 18 contains 14308 members 
Mstep: Class 19 contains 61584 members 
Mstep: Class 20 contains 10998 members 
Mstep: Class 21 contains 16565 members 
Mstep: Class 22 contains 2993 members 
Mstep: Class 23 contains 2570 members 
Mstep: Class 24 contains 18664 members 
Mstep: Class 25 contains 2068 members 
Mstep: Class 26 contains 22288 members 
Mstep: Class 27 contains 6174 members 
Mstep: Class 28 contains 4145 members 
Mstep: Class 29 contains 37122 members 
Mstep: Class 30 contains 4527 members 
Mstep: Class 31 contains 481 members 
Mstep: Class 32 contains 384 members 
Mstep: Class 33 contains 38551 members 
Mstep: Class 34 contains 605 members 
Mstep: Class 35 contains 8732 members 
Mstep: Class 36 contains 2453 members 
Mstep: Class 37 contains 164246 members 
Mstep: Class 38 contains 8339 members 
Mstep: Class 39 contains 4265 members 
Mstep: Class 40 contains 5324 members 
Mstep: Class 41 contains 2913 members 
Mstep: Class 42 contains 3709 members 
Mstep: Class 43 contains 550 members 
Mstep: Class 44 contains 3468 members 
Mstep: Class 45 contains 1907 members 
Mstep: Class 46 contains 390 members 
Mstep: Class 47 contains 5100 members 
Mstep: Class 48 contains 1829 members 
Mstep: Class 49 contains 4225 members 
Mstep: Class 50 contains 6309 members 
Mstep: Class 51 contains 175506 members 
Mstep: Class 52 contains 340 members 
Mstep: Class 53 contains 208 members 
Mstep: Class 54 contains 355 members 
Mstep: Class 55 contains 4301 members 
Mstep: Class 56 contains 2518 members 
Mstep: Class 57 contains 179 members 
Mstep: Class 58 contains 10459 members 
Mstep: Class 59 contains 662 members 
Mstep: Class 60 contains 17853 members 
Mstep: Class 61 contains 255 members 
Mstep: Class 62 contains 1206 members 
Mstep: Class 63 contains 438 members 
Mstep: Class 64 contains 344 members 
Mstep: Class 65 contains 613 members 
Mstep: Class 66 contains 1790 members 
Mstep: Class 67 contains 187 members 
Mstep: Class 68 contains 326 members 
Mstep: Class 69 contains 164 members 
Mstep: Class 70 contains 306 members 
Mstep: Class 71 contains 2372 members 
Mstep: Class 72 contains 453 members 
Mstep: Class 73 contains 378 members 
Mstep: Class 74 contains 226 members 
Mstep: Class 75 contains 507 members 
Mstep: Class 76 contains 228 members 
Mstep: Class 77 contains 397 members 
Mstep: Class 78 contains 473 members 
Mstep: Class 79 contains 1155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147552848.000000 Penalty: 274052.718750
Iteration 243Q: 80 clusters Score -1.475528e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 52553 members 
Mstep: Class 3 contains 5280 members 
Mstep: Class 4 contains 27249 members 
Mstep: Class 5 contains 8285 members 
Mstep: Class 6 contains 4490 members 
Mstep: Class 7 contains 26582 members 
Mstep: Class 8 contains 749 members 
Mstep: Class 9 contains 10973 members 
Mstep: Class 10 contains 3040 members 
Mstep: Class 11 contains 37309 members 
Mstep: Class 12 contains 23336 members 
Mstep: Class 13 contains 215716 members 
Mstep: Class 14 contains 40989 members 
Mstep: Class 15 contains 797 members 
Mstep: Class 16 contains 29095 members 
Mstep: Class 17 contains 9366 members 
Mstep: Class 18 contains 14308 members 
Mstep: Class 19 contains 61584 members 
Mstep: Class 20 contains 10998 members 
Mstep: Class 21 contains 16565 members 
Mstep: Class 22 contains 2993 members 
Mstep: Class 23 contains 2570 members 
Mstep: Class 24 contains 18664 members 
Mstep: Class 25 contains 2068 members 
Mstep: Class 26 contains 22288 members 
Mstep: Class 27 contains 6174 members 
Mstep: Class 28 contains 4145 members 
Mstep: Class 29 contains 37122 members 
Mstep: Class 30 contains 4527 members 
Mstep: Class 31 contains 481 members 
Mstep: Class 32 contains 384 members 
Mstep: Class 33 contains 38552 members 
Mstep: Class 34 contains 605 members 
Mstep: Class 35 contains 8732 members 
Mstep: Class 36 contains 2453 members 
Mstep: Class 37 contains 164248 members 
Mstep: Class 38 contains 8339 members 
Mstep: Class 39 contains 4265 members 
Mstep: Class 40 contains 5324 members 
Mstep: Class 41 contains 2913 members 
Mstep: Class 42 contains 3709 members 
Mstep: Class 43 contains 550 members 
Mstep: Class 44 contains 3468 members 
Mstep: Class 45 contains 1907 members 
Mstep: Class 46 contains 391 members 
Mstep: Class 47 contains 5100 members 
Mstep: Class 48 contains 1828 members 
Mstep: Class 49 contains 4225 members 
Mstep: Class 50 contains 6309 members 
Mstep: Class 51 contains 175503 members 
Mstep: Class 52 contains 340 members 
Mstep: Class 53 contains 208 members 
Mstep: Class 54 contains 355 members 
Mstep: Class 55 contains 4301 members 
Mstep: Class 56 contains 2518 members 
Mstep: Class 57 contains 179 members 
Mstep: Class 58 contains 10459 members 
Mstep: Class 59 contains 662 members 
Mstep: Class 60 contains 17853 members 
Mstep: Class 61 contains 255 members 
Mstep: Class 62 contains 1208 members 
Mstep: Class 63 contains 438 members 
Mstep: Class 64 contains 344 members 
Mstep: Class 65 contains 613 members 
Mstep: Class 66 contains 1793 members 
Mstep: Class 67 contains 187 members 
Mstep: Class 68 contains 326 members 
Mstep: Class 69 contains 164 members 
Mstep: Class 70 contains 306 members 
Mstep: Class 71 contains 2368 members 
Mstep: Class 72 contains 453 members 
Mstep: Class 73 contains 378 members 
Mstep: Class 74 contains 226 members 
Mstep: Class 75 contains 506 members 
Mstep: Class 76 contains 228 members 
Mstep: Class 77 contains 397 members 
Mstep: Class 78 contains 475 members 
Mstep: Class 79 contains 1153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147552880.000000 Penalty: 274052.718750
Iteration 244Q: 80 clusters Score -1.475529e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 52553 members 
Mstep: Class 3 contains 5280 members 
Mstep: Class 4 contains 27249 members 
Mstep: Class 5 contains 8285 members 
Mstep: Class 6 contains 4490 members 
Mstep: Class 7 contains 26582 members 
Mstep: Class 8 contains 749 members 
Mstep: Class 9 contains 10973 members 
Mstep: Class 10 contains 3040 members 
Mstep: Class 11 contains 37309 members 
Mstep: Class 12 contains 23336 members 
Mstep: Class 13 contains 215714 members 
Mstep: Class 14 contains 40991 members 
Mstep: Class 15 contains 795 members 
Mstep: Class 16 contains 29095 members 
Mstep: Class 17 contains 9366 members 
Mstep: Class 18 contains 14308 members 
Mstep: Class 19 contains 61584 members 
Mstep: Class 20 contains 10998 members 
Mstep: Class 21 contains 16566 members 
Mstep: Class 22 contains 2993 members 
Mstep: Class 23 contains 2570 members 
Mstep: Class 24 contains 18664 members 
Mstep: Class 25 contains 2068 members 
Mstep: Class 26 contains 22288 members 
Mstep: Class 27 contains 6174 members 
Mstep: Class 28 contains 4145 members 
Mstep: Class 29 contains 37122 members 
Mstep: Class 30 contains 4527 members 
Mstep: Class 31 contains 481 members 
Mstep: Class 32 contains 384 members 
Mstep: Class 33 contains 38552 members 
Mstep: Class 34 contains 605 members 
Mstep: Class 35 contains 8732 members 
Mstep: Class 36 contains 2453 members 
Mstep: Class 37 contains 164247 members 
Mstep: Class 38 contains 8339 members 
Mstep: Class 39 contains 4265 members 
Mstep: Class 40 contains 5324 members 
Mstep: Class 41 contains 2913 members 
Mstep: Class 42 contains 3709 members 
Mstep: Class 43 contains 550 members 
Mstep: Class 44 contains 3468 members 
Mstep: Class 45 contains 1907 members 
Mstep: Class 46 contains 392 members 
Mstep: Class 47 contains 5100 members 
Mstep: Class 48 contains 1827 members 
Mstep: Class 49 contains 4225 members 
Mstep: Class 50 contains 6309 members 
Mstep: Class 51 contains 175503 members 
Mstep: Class 52 contains 340 members 
Mstep: Class 53 contains 208 members 
Mstep: Class 54 contains 355 members 
Mstep: Class 55 contains 4301 members 
Mstep: Class 56 contains 2518 members 
Mstep: Class 57 contains 179 members 
Mstep: Class 58 contains 10459 members 
Mstep: Class 59 contains 662 members 
Mstep: Class 60 contains 17853 members 
Mstep: Class 61 contains 255 members 
Mstep: Class 62 contains 1209 members 
Mstep: Class 63 contains 438 members 
Mstep: Class 64 contains 344 members 
Mstep: Class 65 contains 613 members 
Mstep: Class 66 contains 1796 members 
Mstep: Class 67 contains 187 members 
Mstep: Class 68 contains 326 members 
Mstep: Class 69 contains 164 members 
Mstep: Class 70 contains 306 members 
Mstep: Class 71 contains 2367 members 
Mstep: Class 72 contains 453 members 
Mstep: Class 73 contains 378 members 
Mstep: Class 74 contains 226 members 
Mstep: Class 75 contains 506 members 
Mstep: Class 76 contains 228 members 
Mstep: Class 77 contains 397 members 
Mstep: Class 78 contains 477 members 
Mstep: Class 79 contains 1150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147552944.000000 Penalty: 274052.718750
Iteration 245Q: 80 clusters Score -1.475529e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 52554 members 
Mstep: Class 3 contains 5280 members 
Mstep: Class 4 contains 27249 members 
Mstep: Class 5 contains 8285 members 
Mstep: Class 6 contains 4490 members 
Mstep: Class 7 contains 26582 members 
Mstep: Class 8 contains 749 members 
Mstep: Class 9 contains 10973 members 
Mstep: Class 10 contains 3040 members 
Mstep: Class 11 contains 37309 members 
Mstep: Class 12 contains 23336 members 
Mstep: Class 13 contains 215713 members 
Mstep: Class 14 contains 40992 members 
Mstep: Class 15 contains 792 members 
Mstep: Class 16 contains 29095 members 
Mstep: Class 17 contains 9366 members 
Mstep: Class 18 contains 14308 members 
Mstep: Class 19 contains 61584 members 
Mstep: Class 20 contains 10998 members 
Mstep: Class 21 contains 16566 members 
Mstep: Class 22 contains 2993 members 
Mstep: Class 23 contains 2570 members 
Mstep: Class 24 contains 18664 members 
Mstep: Class 25 contains 2068 members 
Mstep: Class 26 contains 22288 members 
Mstep: Class 27 contains 6174 members 
Mstep: Class 28 contains 4145 members 
Mstep: Class 29 contains 37122 members 
Mstep: Class 30 contains 4527 members 
Mstep: Class 31 contains 481 members 
Mstep: Class 32 contains 384 members 
Mstep: Class 33 contains 38552 members 
Mstep: Class 34 contains 605 members 
Mstep: Class 35 contains 8732 members 
Mstep: Class 36 contains 2453 members 
Mstep: Class 37 contains 164247 members 
Mstep: Class 38 contains 8339 members 
Mstep: Class 39 contains 4265 members 
Mstep: Class 40 contains 5324 members 
Mstep: Class 41 contains 2913 members 
Mstep: Class 42 contains 3709 members 
Mstep: Class 43 contains 550 members 
Mstep: Class 44 contains 3468 members 
Mstep: Class 45 contains 1907 members 
Mstep: Class 46 contains 392 members 
Mstep: Class 47 contains 5100 members 
Mstep: Class 48 contains 1828 members 
Mstep: Class 49 contains 4225 members 
Mstep: Class 50 contains 6309 members 
Mstep: Class 51 contains 175503 members 
Mstep: Class 52 contains 339 members 
Mstep: Class 53 contains 208 members 
Mstep: Class 54 contains 355 members 
Mstep: Class 55 contains 4301 members 
Mstep: Class 56 contains 2518 members 
Mstep: Class 57 contains 179 members 
Mstep: Class 58 contains 10459 members 
Mstep: Class 59 contains 662 members 
Mstep: Class 60 contains 17852 members 
Mstep: Class 61 contains 255 members 
Mstep: Class 62 contains 1211 members 
Mstep: Class 63 contains 438 members 
Mstep: Class 64 contains 344 members 
Mstep: Class 65 contains 613 members 
Mstep: Class 66 contains 1798 members 
Mstep: Class 67 contains 187 members 
Mstep: Class 68 contains 326 members 
Mstep: Class 69 contains 164 members 
Mstep: Class 70 contains 306 members 
Mstep: Class 71 contains 2361 members 
Mstep: Class 72 contains 453 members 
Mstep: Class 73 contains 378 members 
Mstep: Class 74 contains 226 members 
Mstep: Class 75 contains 506 members 
Mstep: Class 76 contains 228 members 
Mstep: Class 77 contains 397 members 
Mstep: Class 78 contains 481 members 
Mstep: Class 79 contains 1152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147553024.000000 Penalty: 274052.718750
Iteration 246Q: 80 clusters Score -1.47553e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 52554 members 
Mstep: Class 3 contains 5280 members 
Mstep: Class 4 contains 27249 members 
Mstep: Class 5 contains 8285 members 
Mstep: Class 6 contains 4490 members 
Mstep: Class 7 contains 26582 members 
Mstep: Class 8 contains 749 members 
Mstep: Class 9 contains 10973 members 
Mstep: Class 10 contains 3040 members 
Mstep: Class 11 contains 37309 members 
Mstep: Class 12 contains 23336 members 
Mstep: Class 13 contains 215712 members 
Mstep: Class 14 contains 40993 members 
Mstep: Class 15 contains 786 members 
Mstep: Class 16 contains 29095 members 
Mstep: Class 17 contains 9366 members 
Mstep: Class 18 contains 14308 members 
Mstep: Class 19 contains 61584 members 
Mstep: Class 20 contains 10998 members 
Mstep: Class 21 contains 16566 members 
Mstep: Class 22 contains 2993 members 
Mstep: Class 23 contains 2570 members 
Mstep: Class 24 contains 18664 members 
Mstep: Class 25 contains 2068 members 
Mstep: Class 26 contains 22288 members 
Mstep: Class 27 contains 6174 members 
Mstep: Class 28 contains 4145 members 
Mstep: Class 29 contains 37122 members 
Mstep: Class 30 contains 4527 members 
Mstep: Class 31 contains 481 members 
Mstep: Class 32 contains 384 members 
Mstep: Class 33 contains 38552 members 
Mstep: Class 34 contains 605 members 
Mstep: Class 35 contains 8732 members 
Mstep: Class 36 contains 2453 members 
Mstep: Class 37 contains 164248 members 
Mstep: Class 38 contains 8339 members 
Mstep: Class 39 contains 4265 members 
Mstep: Class 40 contains 5324 members 
Mstep: Class 41 contains 2913 members 
Mstep: Class 42 contains 3709 members 
Mstep: Class 43 contains 550 members 
Mstep: Class 44 contains 3468 members 
Mstep: Class 45 contains 1907 members 
Mstep: Class 46 contains 392 members 
Mstep: Class 47 contains 5100 members 
Mstep: Class 48 contains 1827 members 
Mstep: Class 49 contains 4225 members 
Mstep: Class 50 contains 6309 members 
Mstep: Class 51 contains 175504 members 
Mstep: Class 52 contains 339 members 
Mstep: Class 53 contains 208 members 
Mstep: Class 54 contains 355 members 
Mstep: Class 55 contains 4301 members 
Mstep: Class 56 contains 2518 members 
Mstep: Class 57 contains 179 members 
Mstep: Class 58 contains 10459 members 
Mstep: Class 59 contains 661 members 
Mstep: Class 60 contains 17850 members 
Mstep: Class 61 contains 255 members 
Mstep: Class 62 contains 1214 members 
Mstep: Class 63 contains 438 members 
Mstep: Class 64 contains 344 members 
Mstep: Class 65 contains 613 members 
Mstep: Class 66 contains 1802 members 
Mstep: Class 67 contains 187 members 
Mstep: Class 68 contains 327 members 
Mstep: Class 69 contains 164 members 
Mstep: Class 70 contains 306 members 
Mstep: Class 71 contains 2358 members 
Mstep: Class 72 contains 453 members 
Mstep: Class 73 contains 378 members 
Mstep: Class 74 contains 226 members 
Mstep: Class 75 contains 506 members 
Mstep: Class 76 contains 228 members 
Mstep: Class 77 contains 397 members 
Mstep: Class 78 contains 483 members 
Mstep: Class 79 contains 1153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147552992.000000 Penalty: 274052.718750
Iteration 247Q: 80 clusters Score -1.47553e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 52555 members 
Mstep: Class 3 contains 5280 members 
Mstep: Class 4 contains 27249 members 
Mstep: Class 5 contains 8285 members 
Mstep: Class 6 contains 4490 members 
Mstep: Class 7 contains 26582 members 
Mstep: Class 8 contains 749 members 
Mstep: Class 9 contains 10973 members 
Mstep: Class 10 contains 3040 members 
Mstep: Class 11 contains 37309 members 
Mstep: Class 12 contains 23336 members 
Mstep: Class 13 contains 215710 members 
Mstep: Class 14 contains 40993 members 
Mstep: Class 15 contains 782 members 
Mstep: Class 16 contains 29095 members 
Mstep: Class 17 contains 9366 members 
Mstep: Class 18 contains 14308 members 
Mstep: Class 19 contains 61584 members 
Mstep: Class 20 contains 10998 members 
Mstep: Class 21 contains 16566 members 
Mstep: Class 22 contains 2993 members 
Mstep: Class 23 contains 2570 members 
Mstep: Class 24 contains 18664 members 
Mstep: Class 25 contains 2068 members 
Mstep: Class 26 contains 22288 members 
Mstep: Class 27 contains 6174 members 
Mstep: Class 28 contains 4145 members 
Mstep: Class 29 contains 37122 members 
Mstep: Class 30 contains 4527 members 
Mstep: Class 31 contains 481 members 
Mstep: Class 32 contains 384 members 
Mstep: Class 33 contains 38551 members 
Mstep: Class 34 contains 605 members 
Mstep: Class 35 contains 8732 members 
Mstep: Class 36 contains 2453 members 
Mstep: Class 37 contains 164249 members 
Mstep: Class 38 contains 8339 members 
Mstep: Class 39 contains 4265 members 
Mstep: Class 40 contains 5324 members 
Mstep: Class 41 contains 2913 members 
Mstep: Class 42 contains 3709 members 
Mstep: Class 43 contains 550 members 
Mstep: Class 44 contains 3468 members 
Mstep: Class 45 contains 1907 members 
Mstep: Class 46 contains 392 members 
Mstep: Class 47 contains 5100 members 
Mstep: Class 48 contains 1827 members 
Mstep: Class 49 contains 4225 members 
Mstep: Class 50 contains 6309 members 
Mstep: Class 51 contains 175504 members 
Mstep: Class 52 contains 340 members 
Mstep: Class 53 contains 208 members 
Mstep: Class 54 contains 355 members 
Mstep: Class 55 contains 4301 members 
Mstep: Class 56 contains 2518 members 
Mstep: Class 57 contains 179 members 
Mstep: Class 58 contains 10459 members 
Mstep: Class 59 contains 659 members 
Mstep: Class 60 contains 17851 members 
Mstep: Class 61 contains 255 members 
Mstep: Class 62 contains 1215 members 
Mstep: Class 63 contains 438 members 
Mstep: Class 64 contains 344 members 
Mstep: Class 65 contains 613 members 
Mstep: Class 66 contains 1805 members 
Mstep: Class 67 contains 187 members 
Mstep: Class 68 contains 327 members 
Mstep: Class 69 contains 164 members 
Mstep: Class 70 contains 306 members 
Mstep: Class 71 contains 2358 members 
Mstep: Class 72 contains 453 members 
Mstep: Class 73 contains 378 members 
Mstep: Class 74 contains 226 members 
Mstep: Class 75 contains 506 members 
Mstep: Class 76 contains 228 members 
Mstep: Class 77 contains 397 members 
Mstep: Class 78 contains 484 members 
Mstep: Class 79 contains 1153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147553088.000000 Penalty: 274052.718750
Iteration 248Q: 80 clusters Score -1.475531e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 52556 members 
Mstep: Class 3 contains 5280 members 
Mstep: Class 4 contains 27249 members 
Mstep: Class 5 contains 8285 members 
Mstep: Class 6 contains 4490 members 
Mstep: Class 7 contains 26582 members 
Mstep: Class 8 contains 749 members 
Mstep: Class 9 contains 10973 members 
Mstep: Class 10 contains 3040 members 
Mstep: Class 11 contains 37309 members 
Mstep: Class 12 contains 23336 members 
Mstep: Class 13 contains 215708 members 
Mstep: Class 14 contains 40994 members 
Mstep: Class 15 contains 777 members 
Mstep: Class 16 contains 29095 members 
Mstep: Class 17 contains 9366 members 
Mstep: Class 18 contains 14308 members 
Mstep: Class 19 contains 61584 members 
Mstep: Class 20 contains 10998 members 
Mstep: Class 21 contains 16566 members 
Mstep: Class 22 contains 2993 members 
Mstep: Class 23 contains 2570 members 
Mstep: Class 24 contains 18664 members 
Mstep: Class 25 contains 2068 members 
Mstep: Class 26 contains 22288 members 
Mstep: Class 27 contains 6174 members 
Mstep: Class 28 contains 4145 members 
Mstep: Class 29 contains 37122 members 
Mstep: Class 30 contains 4527 members 
Mstep: Class 31 contains 481 members 
Mstep: Class 32 contains 384 members 
Mstep: Class 33 contains 38551 members 
Mstep: Class 34 contains 605 members 
Mstep: Class 35 contains 8732 members 
Mstep: Class 36 contains 2453 members 
Mstep: Class 37 contains 164249 members 
Mstep: Class 38 contains 8339 members 
Mstep: Class 39 contains 4265 members 
Mstep: Class 40 contains 5324 members 
Mstep: Class 41 contains 2913 members 
Mstep: Class 42 contains 3709 members 
Mstep: Class 43 contains 550 members 
Mstep: Class 44 contains 3468 members 
Mstep: Class 45 contains 1907 members 
Mstep: Class 46 contains 392 members 
Mstep: Class 47 contains 5100 members 
Mstep: Class 48 contains 1827 members 
Mstep: Class 49 contains 4225 members 
Mstep: Class 50 contains 6309 members 
Mstep: Class 51 contains 175504 members 
Mstep: Class 52 contains 341 members 
Mstep: Class 53 contains 208 members 
Mstep: Class 54 contains 355 members 
Mstep: Class 55 contains 4301 members 
Mstep: Class 56 contains 2518 members 
Mstep: Class 57 contains 179 members 
Mstep: Class 58 contains 10459 members 
Mstep: Class 59 contains 656 members 
Mstep: Class 60 contains 17851 members 
Mstep: Class 61 contains 255 members 
Mstep: Class 62 contains 1217 members 
Mstep: Class 63 contains 438 members 
Mstep: Class 64 contains 344 members 
Mstep: Class 65 contains 613 members 
Mstep: Class 66 contains 1810 members 
Mstep: Class 67 contains 187 members 
Mstep: Class 68 contains 327 members 
Mstep: Class 69 contains 164 members 
Mstep: Class 70 contains 306 members 
Mstep: Class 71 contains 2357 members 
Mstep: Class 72 contains 453 members 
Mstep: Class 73 contains 378 members 
Mstep: Class 74 contains 226 members 
Mstep: Class 75 contains 506 members 
Mstep: Class 76 contains 228 members 
Mstep: Class 77 contains 397 members 
Mstep: Class 78 contains 485 members 
Mstep: Class 79 contains 1153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147553104.000000 Penalty: 274052.718750
Iteration 249Q: 80 clusters Score -1.475531e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 52555 members 
Mstep: Class 3 contains 5280 members 
Mstep: Class 4 contains 27249 members 
Mstep: Class 5 contains 8285 members 
Mstep: Class 6 contains 4490 members 
Mstep: Class 7 contains 26582 members 
Mstep: Class 8 contains 749 members 
Mstep: Class 9 contains 10973 members 
Mstep: Class 10 contains 3040 members 
Mstep: Class 11 contains 37309 members 
Mstep: Class 12 contains 23336 members 
Mstep: Class 13 contains 215708 members 
Mstep: Class 14 contains 40995 members 
Mstep: Class 15 contains 770 members 
Mstep: Class 16 contains 29095 members 
Mstep: Class 17 contains 9366 members 
Mstep: Class 18 contains 14308 members 
Mstep: Class 19 contains 61584 members 
Mstep: Class 20 contains 10998 members 
Mstep: Class 21 contains 16567 members 
Mstep: Class 22 contains 2993 members 
Mstep: Class 23 contains 2570 members 
Mstep: Class 24 contains 18664 members 
Mstep: Class 25 contains 2068 members 
Mstep: Class 26 contains 22288 members 
Mstep: Class 27 contains 6174 members 
Mstep: Class 28 contains 4145 members 
Mstep: Class 29 contains 37122 members 
Mstep: Class 30 contains 4527 members 
Mstep: Class 31 contains 481 members 
Mstep: Class 32 contains 384 members 
Mstep: Class 33 contains 38551 members 
Mstep: Class 34 contains 605 members 
Mstep: Class 35 contains 8732 members 
Mstep: Class 36 contains 2453 members 
Mstep: Class 37 contains 164248 members 
Mstep: Class 38 contains 8339 members 
Mstep: Class 39 contains 4265 members 
Mstep: Class 40 contains 5324 members 
Mstep: Class 41 contains 2913 members 
Mstep: Class 42 contains 3709 members 
Mstep: Class 43 contains 550 members 
Mstep: Class 44 contains 3468 members 
Mstep: Class 45 contains 1907 members 
Mstep: Class 46 contains 392 members 
Mstep: Class 47 contains 5100 members 
Mstep: Class 48 contains 1827 members 
Mstep: Class 49 contains 4225 members 
Mstep: Class 50 contains 6309 members 
Mstep: Class 51 contains 175504 members 
Mstep: Class 52 contains 340 members 
Mstep: Class 53 contains 208 members 
Mstep: Class 54 contains 355 members 
Mstep: Class 55 contains 4301 members 
Mstep: Class 56 contains 2518 members 
Mstep: Class 57 contains 179 members 
Mstep: Class 58 contains 10459 members 
Mstep: Class 59 contains 655 members 
Mstep: Class 60 contains 17851 members 
Mstep: Class 61 contains 255 members 
Mstep: Class 62 contains 1216 members 
Mstep: Class 63 contains 438 members 
Mstep: Class 64 contains 344 members 
Mstep: Class 65 contains 613 members 
Mstep: Class 66 contains 1816 members 
Mstep: Class 67 contains 187 members 
Mstep: Class 68 contains 327 members 
Mstep: Class 69 contains 164 members 
Mstep: Class 70 contains 306 members 
Mstep: Class 71 contains 2361 members 
Mstep: Class 72 contains 453 members 
Mstep: Class 73 contains 378 members 
Mstep: Class 74 contains 226 members 
Mstep: Class 75 contains 506 members 
Mstep: Class 76 contains 228 members 
Mstep: Class 77 contains 397 members 
Mstep: Class 78 contains 485 members 
Mstep: Class 79 contains 1153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147552976.000000 Penalty: 274052.718750
Iteration 250Q: 80 clusters Score -1.47553e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 52554 members 
Mstep: Class 3 contains 5280 members 
Mstep: Class 4 contains 27249 members 
Mstep: Class 5 contains 8285 members 
Mstep: Class 6 contains 4490 members 
Mstep: Class 7 contains 26582 members 
Mstep: Class 8 contains 749 members 
Mstep: Class 9 contains 10973 members 
Mstep: Class 10 contains 3040 members 
Mstep: Class 11 contains 37309 members 
Mstep: Class 12 contains 23336 members 
Mstep: Class 13 contains 215708 members 
Mstep: Class 14 contains 40995 members 
Mstep: Class 15 contains 764 members 
Mstep: Class 16 contains 29095 members 
Mstep: Class 17 contains 9366 members 
Mstep: Class 18 contains 14308 members 
Mstep: Class 19 contains 61584 members 
Mstep: Class 20 contains 10998 members 
Mstep: Class 21 contains 16567 members 
Mstep: Class 22 contains 2993 members 
Mstep: Class 23 contains 2570 members 
Mstep: Class 24 contains 18665 members 
Mstep: Class 25 contains 2068 members 
Mstep: Class 26 contains 22288 members 
Mstep: Class 27 contains 6174 members 
Mstep: Class 28 contains 4145 members 
Mstep: Class 29 contains 37122 members 
Mstep: Class 30 contains 4527 members 
Mstep: Class 31 contains 481 members 
Mstep: Class 32 contains 383 members 
Mstep: Class 33 contains 38551 members 
Mstep: Class 34 contains 605 members 
Mstep: Class 35 contains 8732 members 
Mstep: Class 36 contains 2453 members 
Mstep: Class 37 contains 164248 members 
Mstep: Class 38 contains 8339 members 
Mstep: Class 39 contains 4265 members 
Mstep: Class 40 contains 5324 members 
Mstep: Class 41 contains 2913 members 
Mstep: Class 42 contains 3709 members 
Mstep: Class 43 contains 550 members 
Mstep: Class 44 contains 3468 members 
Mstep: Class 45 contains 1907 members 
Mstep: Class 46 contains 392 members 
Mstep: Class 47 contains 5100 members 
Mstep: Class 48 contains 1827 members 
Mstep: Class 49 contains 4225 members 
Mstep: Class 50 contains 6309 members 
Mstep: Class 51 contains 175504 members 
Mstep: Class 52 contains 339 members 
Mstep: Class 53 contains 208 members 
Mstep: Class 54 contains 355 members 
Mstep: Class 55 contains 4301 members 
Mstep: Class 56 contains 2518 members 
Mstep: Class 57 contains 179 members 
Mstep: Class 58 contains 10459 members 
Mstep: Class 59 contains 656 members 
Mstep: Class 60 contains 17851 members 
Mstep: Class 61 contains 255 members 
Mstep: Class 62 contains 1215 members 
Mstep: Class 63 contains 438 members 
Mstep: Class 64 contains 344 members 
Mstep: Class 65 contains 613 members 
Mstep: Class 66 contains 1825 members 
Mstep: Class 67 contains 187 members 
Mstep: Class 68 contains 327 members 
Mstep: Class 69 contains 164 members 
Mstep: Class 70 contains 306 members 
Mstep: Class 71 contains 2361 members 
Mstep: Class 72 contains 453 members 
Mstep: Class 73 contains 378 members 
Mstep: Class 74 contains 226 members 
Mstep: Class 75 contains 506 members 
Mstep: Class 76 contains 228 members 
Mstep: Class 77 contains 397 members 
Mstep: Class 78 contains 484 members 
Mstep: Class 79 contains 1153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147553120.000000 Penalty: 274052.718750
Iteration 251Q: 80 clusters Score -1.475531e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 52553 members 
Mstep: Class 3 contains 5280 members 
Mstep: Class 4 contains 27249 members 
Mstep: Class 5 contains 8286 members 
Mstep: Class 6 contains 4490 members 
Mstep: Class 7 contains 26582 members 
Mstep: Class 8 contains 749 members 
Mstep: Class 9 contains 10973 members 
Mstep: Class 10 contains 3040 members 
Mstep: Class 11 contains 37309 members 
Mstep: Class 12 contains 23336 members 
Mstep: Class 13 contains 215708 members 
Mstep: Class 14 contains 40995 members 
Mstep: Class 15 contains 753 members 
Mstep: Class 16 contains 29095 members 
Mstep: Class 17 contains 9366 members 
Mstep: Class 18 contains 14308 members 
Mstep: Class 19 contains 61584 members 
Mstep: Class 20 contains 10998 members 
Mstep: Class 21 contains 16567 members 
Mstep: Class 22 contains 2993 members 
Mstep: Class 23 contains 2570 members 
Mstep: Class 24 contains 18665 members 
Mstep: Class 25 contains 2068 members 
Mstep: Class 26 contains 22288 members 
Mstep: Class 27 contains 6174 members 
Mstep: Class 28 contains 4145 members 
Mstep: Class 29 contains 37122 members 
Mstep: Class 30 contains 4527 members 
Mstep: Class 31 contains 481 members 
Mstep: Class 32 contains 382 members 
Mstep: Class 33 contains 38551 members 
Mstep: Class 34 contains 605 members 
Mstep: Class 35 contains 8732 members 
Mstep: Class 36 contains 2453 members 
Mstep: Class 37 contains 164248 members 
Mstep: Class 38 contains 8339 members 
Mstep: Class 39 contains 4265 members 
Mstep: Class 40 contains 5324 members 
Mstep: Class 41 contains 2913 members 
Mstep: Class 42 contains 3709 members 
Mstep: Class 43 contains 550 members 
Mstep: Class 44 contains 3468 members 
Mstep: Class 45 contains 1907 members 
Mstep: Class 46 contains 391 members 
Mstep: Class 47 contains 5100 members 
Mstep: Class 48 contains 1827 members 
Mstep: Class 49 contains 4225 members 
Mstep: Class 50 contains 6309 members 
Mstep: Class 51 contains 175504 members 
Mstep: Class 52 contains 337 members 
Mstep: Class 53 contains 208 members 
Mstep: Class 54 contains 355 members 
Mstep: Class 55 contains 4301 members 
Mstep: Class 56 contains 2518 members 
Mstep: Class 57 contains 179 members 
Mstep: Class 58 contains 10459 members 
Mstep: Class 59 contains 656 members 
Mstep: Class 60 contains 17851 members 
Mstep: Class 61 contains 255 members 
Mstep: Class 62 contains 1216 members 
Mstep: Class 63 contains 438 members 
Mstep: Class 64 contains 344 members 
Mstep: Class 65 contains 613 members 
Mstep: Class 66 contains 1834 members 
Mstep: Class 67 contains 187 members 
Mstep: Class 68 contains 327 members 
Mstep: Class 69 contains 164 members 
Mstep: Class 70 contains 306 members 
Mstep: Class 71 contains 2364 members 
Mstep: Class 72 contains 453 members 
Mstep: Class 73 contains 378 members 
Mstep: Class 74 contains 226 members 
Mstep: Class 75 contains 506 members 
Mstep: Class 76 contains 228 members 
Mstep: Class 77 contains 397 members 
Mstep: Class 78 contains 484 members 
Mstep: Class 79 contains 1154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147553152.000000 Penalty: 274052.718750
Iteration 252Q: 80 clusters Score -1.475532e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 52553 members 
Mstep: Class 3 contains 5280 members 
Mstep: Class 4 contains 27249 members 
Mstep: Class 5 contains 8286 members 
Mstep: Class 6 contains 4490 members 
Mstep: Class 7 contains 26582 members 
Mstep: Class 8 contains 749 members 
Mstep: Class 9 contains 10973 members 
Mstep: Class 10 contains 3040 members 
Mstep: Class 11 contains 37309 members 
Mstep: Class 12 contains 23336 members 
Mstep: Class 13 contains 215708 members 
Mstep: Class 14 contains 40995 members 
Mstep: Class 15 contains 748 members 
Mstep: Class 16 contains 29095 members 
Mstep: Class 17 contains 9366 members 
Mstep: Class 18 contains 14308 members 
Mstep: Class 19 contains 61584 members 
Mstep: Class 20 contains 10998 members 
Mstep: Class 21 contains 16567 members 
Mstep: Class 22 contains 2993 members 
Mstep: Class 23 contains 2570 members 
Mstep: Class 24 contains 18665 members 
Mstep: Class 25 contains 2068 members 
Mstep: Class 26 contains 22288 members 
Mstep: Class 27 contains 6174 members 
Mstep: Class 28 contains 4145 members 
Mstep: Class 29 contains 37122 members 
Mstep: Class 30 contains 4527 members 
Mstep: Class 31 contains 481 members 
Mstep: Class 32 contains 382 members 
Mstep: Class 33 contains 38551 members 
Mstep: Class 34 contains 605 members 
Mstep: Class 35 contains 8732 members 
Mstep: Class 36 contains 2453 members 
Mstep: Class 37 contains 164248 members 
Mstep: Class 38 contains 8339 members 
Mstep: Class 39 contains 4265 members 
Mstep: Class 40 contains 5324 members 
Mstep: Class 41 contains 2913 members 
Mstep: Class 42 contains 3709 members 
Mstep: Class 43 contains 550 members 
Mstep: Class 44 contains 3468 members 
Mstep: Class 45 contains 1907 members 
Mstep: Class 46 contains 391 members 
Mstep: Class 47 contains 5100 members 
Mstep: Class 48 contains 1827 members 
Mstep: Class 49 contains 4225 members 
Mstep: Class 50 contains 6309 members 
Mstep: Class 51 contains 175504 members 
Mstep: Class 52 contains 337 members 
Mstep: Class 53 contains 208 members 
Mstep: Class 54 contains 355 members 
Mstep: Class 55 contains 4301 members 
Mstep: Class 56 contains 2518 members 
Mstep: Class 57 contains 179 members 
Mstep: Class 58 contains 10459 members 
Mstep: Class 59 contains 656 members 
Mstep: Class 60 contains 17851 members 
Mstep: Class 61 contains 255 members 
Mstep: Class 62 contains 1211 members 
Mstep: Class 63 contains 438 members 
Mstep: Class 64 contains 344 members 
Mstep: Class 65 contains 613 members 
Mstep: Class 66 contains 1844 members 
Mstep: Class 67 contains 187 members 
Mstep: Class 68 contains 327 members 
Mstep: Class 69 contains 164 members 
Mstep: Class 70 contains 306 members 
Mstep: Class 71 contains 2363 members 
Mstep: Class 72 contains 453 members 
Mstep: Class 73 contains 378 members 
Mstep: Class 74 contains 226 members 
Mstep: Class 75 contains 506 members 
Mstep: Class 76 contains 228 members 
Mstep: Class 77 contains 397 members 
Mstep: Class 78 contains 484 members 
Mstep: Class 79 contains 1155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147553120.000000 Penalty: 274052.718750
Iteration 253Q: 80 clusters Score -1.475531e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 52553 members 
Mstep: Class 3 contains 5280 members 
Mstep: Class 4 contains 27249 members 
Mstep: Class 5 contains 8286 members 
Mstep: Class 6 contains 4490 members 
Mstep: Class 7 contains 26582 members 
Mstep: Class 8 contains 749 members 
Mstep: Class 9 contains 10973 members 
Mstep: Class 10 contains 3040 members 
Mstep: Class 11 contains 37309 members 
Mstep: Class 12 contains 23336 members 
Mstep: Class 13 contains 215708 members 
Mstep: Class 14 contains 40995 members 
Mstep: Class 15 contains 740 members 
Mstep: Class 16 contains 29095 members 
Mstep: Class 17 contains 9366 members 
Mstep: Class 18 contains 14308 members 
Mstep: Class 19 contains 61584 members 
Mstep: Class 20 contains 10998 members 
Mstep: Class 21 contains 16567 members 
Mstep: Class 22 contains 2993 members 
Mstep: Class 23 contains 2570 members 
Mstep: Class 24 contains 18665 members 
Mstep: Class 25 contains 2068 members 
Mstep: Class 26 contains 22288 members 
Mstep: Class 27 contains 6174 members 
Mstep: Class 28 contains 4145 members 
Mstep: Class 29 contains 37122 members 
Mstep: Class 30 contains 4527 members 
Mstep: Class 31 contains 481 members 
Mstep: Class 32 contains 382 members 
Mstep: Class 33 contains 38551 members 
Mstep: Class 34 contains 605 members 
Mstep: Class 35 contains 8732 members 
Mstep: Class 36 contains 2453 members 
Mstep: Class 37 contains 164248 members 
Mstep: Class 38 contains 8339 members 
Mstep: Class 39 contains 4265 members 
Mstep: Class 40 contains 5324 members 
Mstep: Class 41 contains 2913 members 
Mstep: Class 42 contains 3709 members 
Mstep: Class 43 contains 550 members 
Mstep: Class 44 contains 3468 members 
Mstep: Class 45 contains 1907 members 
Mstep: Class 46 contains 391 members 
Mstep: Class 47 contains 5100 members 
Mstep: Class 48 contains 1827 members 
Mstep: Class 49 contains 4225 members 
Mstep: Class 50 contains 6309 members 
Mstep: Class 51 contains 175504 members 
Mstep: Class 52 contains 337 members 
Mstep: Class 53 contains 208 members 
Mstep: Class 54 contains 355 members 
Mstep: Class 55 contains 4301 members 
Mstep: Class 56 contains 2518 members 
Mstep: Class 57 contains 179 members 
Mstep: Class 58 contains 10459 members 
Mstep: Class 59 contains 655 members 
Mstep: Class 60 contains 17851 members 
Mstep: Class 61 contains 255 members 
Mstep: Class 62 contains 1212 members 
Mstep: Class 63 contains 438 members 
Mstep: Class 64 contains 344 members 
Mstep: Class 65 contains 613 members 
Mstep: Class 66 contains 1851 members 
Mstep: Class 67 contains 187 members 
Mstep: Class 68 contains 327 members 
Mstep: Class 69 contains 164 members 
Mstep: Class 70 contains 306 members 
Mstep: Class 71 contains 2363 members 
Mstep: Class 72 contains 454 members 
Mstep: Class 73 contains 378 members 
Mstep: Class 74 contains 226 members 
Mstep: Class 75 contains 506 members 
Mstep: Class 76 contains 228 members 
Mstep: Class 77 contains 396 members 
Mstep: Class 78 contains 484 members 
Mstep: Class 79 contains 1156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147553168.000000 Penalty: 274052.718750
Iteration 254Q: 80 clusters Score -1.475532e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 52553 members 
Mstep: Class 3 contains 5280 members 
Mstep: Class 4 contains 27249 members 
Mstep: Class 5 contains 8286 members 
Mstep: Class 6 contains 4490 members 
Mstep: Class 7 contains 26582 members 
Mstep: Class 8 contains 749 members 
Mstep: Class 9 contains 10973 members 
Mstep: Class 10 contains 3040 members 
Mstep: Class 11 contains 37309 members 
Mstep: Class 12 contains 23336 members 
Mstep: Class 13 contains 215708 members 
Mstep: Class 14 contains 40995 members 
Mstep: Class 15 contains 735 members 
Mstep: Class 16 contains 29095 members 
Mstep: Class 17 contains 9366 members 
Mstep: Class 18 contains 14308 members 
Mstep: Class 19 contains 61584 members 
Mstep: Class 20 contains 10998 members 
Mstep: Class 21 contains 16567 members 
Mstep: Class 22 contains 2993 members 
Mstep: Class 23 contains 2570 members 
Mstep: Class 24 contains 18665 members 
Mstep: Class 25 contains 2068 members 
Mstep: Class 26 contains 22288 members 
Mstep: Class 27 contains 6174 members 
Mstep: Class 28 contains 4145 members 
Mstep: Class 29 contains 37122 members 
Mstep: Class 30 contains 4527 members 
Mstep: Class 31 contains 481 members 
Mstep: Class 32 contains 382 members 
Mstep: Class 33 contains 38551 members 
Mstep: Class 34 contains 605 members 
Mstep: Class 35 contains 8732 members 
Mstep: Class 36 contains 2453 members 
Mstep: Class 37 contains 164248 members 
Mstep: Class 38 contains 8339 members 
Mstep: Class 39 contains 4265 members 
Mstep: Class 40 contains 5324 members 
Mstep: Class 41 contains 2913 members 
Mstep: Class 42 contains 3709 members 
Mstep: Class 43 contains 550 members 
Mstep: Class 44 contains 3468 members 
Mstep: Class 45 contains 1907 members 
Mstep: Class 46 contains 391 members 
Mstep: Class 47 contains 5100 members 
Mstep: Class 48 contains 1827 members 
Mstep: Class 49 contains 4225 members 
Mstep: Class 50 contains 6309 members 
Mstep: Class 51 contains 175504 members 
Mstep: Class 52 contains 337 members 
Mstep: Class 53 contains 208 members 
Mstep: Class 54 contains 355 members 
Mstep: Class 55 contains 4301 members 
Mstep: Class 56 contains 2518 members 
Mstep: Class 57 contains 179 members 
Mstep: Class 58 contains 10459 members 
Mstep: Class 59 contains 655 members 
Mstep: Class 60 contains 17851 members 
Mstep: Class 61 contains 255 members 
Mstep: Class 62 contains 1211 members 
Mstep: Class 63 contains 438 members 
Mstep: Class 64 contains 344 members 
Mstep: Class 65 contains 613 members 
Mstep: Class 66 contains 1857 members 
Mstep: Class 67 contains 187 members 
Mstep: Class 68 contains 327 members 
Mstep: Class 69 contains 164 members 
Mstep: Class 70 contains 306 members 
Mstep: Class 71 contains 2363 members 
Mstep: Class 72 contains 454 members 
Mstep: Class 73 contains 378 members 
Mstep: Class 74 contains 226 members 
Mstep: Class 75 contains 506 members 
Mstep: Class 76 contains 228 members 
Mstep: Class 77 contains 397 members 
Mstep: Class 78 contains 484 members 
Mstep: Class 79 contains 1155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147553136.000000 Penalty: 274052.718750
Iteration 255Q: 80 clusters Score -1.475531e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 52553 members 
Mstep: Class 3 contains 5280 members 
Mstep: Class 4 contains 27249 members 
Mstep: Class 5 contains 8286 members 
Mstep: Class 6 contains 4490 members 
Mstep: Class 7 contains 26582 members 
Mstep: Class 8 contains 749 members 
Mstep: Class 9 contains 10973 members 
Mstep: Class 10 contains 3040 members 
Mstep: Class 11 contains 37309 members 
Mstep: Class 12 contains 23336 members 
Mstep: Class 13 contains 215708 members 
Mstep: Class 14 contains 40995 members 
Mstep: Class 15 contains 731 members 
Mstep: Class 16 contains 29095 members 
Mstep: Class 17 contains 9366 members 
Mstep: Class 18 contains 14308 members 
Mstep: Class 19 contains 61584 members 
Mstep: Class 20 contains 10998 members 
Mstep: Class 21 contains 16567 members 
Mstep: Class 22 contains 2993 members 
Mstep: Class 23 contains 2570 members 
Mstep: Class 24 contains 18665 members 
Mstep: Class 25 contains 2068 members 
Mstep: Class 26 contains 22288 members 
Mstep: Class 27 contains 6174 members 
Mstep: Class 28 contains 4145 members 
Mstep: Class 29 contains 37122 members 
Mstep: Class 30 contains 4527 members 
Mstep: Class 31 contains 481 members 
Mstep: Class 32 contains 382 members 
Mstep: Class 33 contains 38551 members 
Mstep: Class 34 contains 605 members 
Mstep: Class 35 contains 8732 members 
Mstep: Class 36 contains 2453 members 
Mstep: Class 37 contains 164248 members 
Mstep: Class 38 contains 8339 members 
Mstep: Class 39 contains 4265 members 
Mstep: Class 40 contains 5324 members 
Mstep: Class 41 contains 2913 members 
Mstep: Class 42 contains 3709 members 
Mstep: Class 43 contains 550 members 
Mstep: Class 44 contains 3468 members 
Mstep: Class 45 contains 1907 members 
Mstep: Class 46 contains 391 members 
Mstep: Class 47 contains 5100 members 
Mstep: Class 48 contains 1827 members 
Mstep: Class 49 contains 4225 members 
Mstep: Class 50 contains 6309 members 
Mstep: Class 51 contains 175504 members 
Mstep: Class 52 contains 337 members 
Mstep: Class 53 contains 208 members 
Mstep: Class 54 contains 355 members 
Mstep: Class 55 contains 4301 members 
Mstep: Class 56 contains 2518 members 
Mstep: Class 57 contains 179 members 
Mstep: Class 58 contains 10459 members 
Mstep: Class 59 contains 655 members 
Mstep: Class 60 contains 17851 members 
Mstep: Class 61 contains 255 members 
Mstep: Class 62 contains 1213 members 
Mstep: Class 63 contains 438 members 
Mstep: Class 64 contains 344 members 
Mstep: Class 65 contains 613 members 
Mstep: Class 66 contains 1857 members 
Mstep: Class 67 contains 187 members 
Mstep: Class 68 contains 327 members 
Mstep: Class 69 contains 164 members 
Mstep: Class 70 contains 306 members 
Mstep: Class 71 contains 2364 members 
Mstep: Class 72 contains 454 members 
Mstep: Class 73 contains 378 members 
Mstep: Class 74 contains 226 members 
Mstep: Class 75 contains 506 members 
Mstep: Class 76 contains 228 members 
Mstep: Class 77 contains 397 members 
Mstep: Class 78 contains 484 members 
Mstep: Class 79 contains 1156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147553200.000000 Penalty: 274052.718750
Iteration 256Q: 80 clusters Score -1.475532e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 52553 members 
Mstep: Class 3 contains 5280 members 
Mstep: Class 4 contains 27249 members 
Mstep: Class 5 contains 8286 members 
Mstep: Class 6 contains 4490 members 
Mstep: Class 7 contains 26582 members 
Mstep: Class 8 contains 749 members 
Mstep: Class 9 contains 10973 members 
Mstep: Class 10 contains 3040 members 
Mstep: Class 11 contains 37309 members 
Mstep: Class 12 contains 23336 members 
Mstep: Class 13 contains 215708 members 
Mstep: Class 14 contains 40995 members 
Mstep: Class 15 contains 729 members 
Mstep: Class 16 contains 29095 members 
Mstep: Class 17 contains 9366 members 
Mstep: Class 18 contains 14308 members 
Mstep: Class 19 contains 61584 members 
Mstep: Class 20 contains 10998 members 
Mstep: Class 21 contains 16567 members 
Mstep: Class 22 contains 2993 members 
Mstep: Class 23 contains 2570 members 
Mstep: Class 24 contains 18665 members 
Mstep: Class 25 contains 2068 members 
Mstep: Class 26 contains 22288 members 
Mstep: Class 27 contains 6174 members 
Mstep: Class 28 contains 4145 members 
Mstep: Class 29 contains 37122 members 
Mstep: Class 30 contains 4527 members 
Mstep: Class 31 contains 481 members 
Mstep: Class 32 contains 382 members 
Mstep: Class 33 contains 38551 members 
Mstep: Class 34 contains 605 members 
Mstep: Class 35 contains 8732 members 
Mstep: Class 36 contains 2453 members 
Mstep: Class 37 contains 164248 members 
Mstep: Class 38 contains 8339 members 
Mstep: Class 39 contains 4265 members 
Mstep: Class 40 contains 5324 members 
Mstep: Class 41 contains 2913 members 
Mstep: Class 42 contains 3709 members 
Mstep: Class 43 contains 550 members 
Mstep: Class 44 contains 3468 members 
Mstep: Class 45 contains 1907 members 
Mstep: Class 46 contains 391 members 
Mstep: Class 47 contains 5100 members 
Mstep: Class 48 contains 1827 members 
Mstep: Class 49 contains 4225 members 
Mstep: Class 50 contains 6309 members 
Mstep: Class 51 contains 175504 members 
Mstep: Class 52 contains 337 members 
Mstep: Class 53 contains 208 members 
Mstep: Class 54 contains 355 members 
Mstep: Class 55 contains 4301 members 
Mstep: Class 56 contains 2518 members 
Mstep: Class 57 contains 179 members 
Mstep: Class 58 contains 10459 members 
Mstep: Class 59 contains 655 members 
Mstep: Class 60 contains 17851 members 
Mstep: Class 61 contains 255 members 
Mstep: Class 62 contains 1212 members 
Mstep: Class 63 contains 438 members 
Mstep: Class 64 contains 344 members 
Mstep: Class 65 contains 613 members 
Mstep: Class 66 contains 1859 members 
Mstep: Class 67 contains 187 members 
Mstep: Class 68 contains 327 members 
Mstep: Class 69 contains 164 members 
Mstep: Class 70 contains 306 members 
Mstep: Class 71 contains 2363 members 
Mstep: Class 72 contains 454 members 
Mstep: Class 73 contains 378 members 
Mstep: Class 74 contains 226 members 
Mstep: Class 75 contains 506 members 
Mstep: Class 76 contains 228 members 
Mstep: Class 77 contains 397 members 
Mstep: Class 78 contains 484 members 
Mstep: Class 79 contains 1158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147553216.000000 Penalty: 274052.718750
Iteration 257Q: 80 clusters Score -1.475532e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 52553 members 
Mstep: Class 3 contains 5280 members 
Mstep: Class 4 contains 27249 members 
Mstep: Class 5 contains 8286 members 
Mstep: Class 6 contains 4490 members 
Mstep: Class 7 contains 26582 members 
Mstep: Class 8 contains 749 members 
Mstep: Class 9 contains 10973 members 
Mstep: Class 10 contains 3040 members 
Mstep: Class 11 contains 37309 members 
Mstep: Class 12 contains 23336 members 
Mstep: Class 13 contains 215708 members 
Mstep: Class 14 contains 40995 members 
Mstep: Class 15 contains 727 members 
Mstep: Class 16 contains 29095 members 
Mstep: Class 17 contains 9366 members 
Mstep: Class 18 contains 14308 members 
Mstep: Class 19 contains 61584 members 
Mstep: Class 20 contains 10998 members 
Mstep: Class 21 contains 16567 members 
Mstep: Class 22 contains 2993 members 
Mstep: Class 23 contains 2570 members 
Mstep: Class 24 contains 18665 members 
Mstep: Class 25 contains 2068 members 
Mstep: Class 26 contains 22288 members 
Mstep: Class 27 contains 6174 members 
Mstep: Class 28 contains 4145 members 
Mstep: Class 29 contains 37122 members 
Mstep: Class 30 contains 4527 members 
Mstep: Class 31 contains 481 members 
Mstep: Class 32 contains 382 members 
Mstep: Class 33 contains 38551 members 
Mstep: Class 34 contains 605 members 
Mstep: Class 35 contains 8732 members 
Mstep: Class 36 contains 2453 members 
Mstep: Class 37 contains 164248 members 
Mstep: Class 38 contains 8339 members 
Mstep: Class 39 contains 4265 members 
Mstep: Class 40 contains 5324 members 
Mstep: Class 41 contains 2913 members 
Mstep: Class 42 contains 3709 members 
Mstep: Class 43 contains 550 members 
Mstep: Class 44 contains 3468 members 
Mstep: Class 45 contains 1907 members 
Mstep: Class 46 contains 391 members 
Mstep: Class 47 contains 5100 members 
Mstep: Class 48 contains 1827 members 
Mstep: Class 49 contains 4225 members 
Mstep: Class 50 contains 6309 members 
Mstep: Class 51 contains 175504 members 
Mstep: Class 52 contains 337 members 
Mstep: Class 53 contains 208 members 
Mstep: Class 54 contains 355 members 
Mstep: Class 55 contains 4301 members 
Mstep: Class 56 contains 2518 members 
Mstep: Class 57 contains 179 members 
Mstep: Class 58 contains 10459 members 
Mstep: Class 59 contains 655 members 
Mstep: Class 60 contains 17851 members 
Mstep: Class 61 contains 255 members 
Mstep: Class 62 contains 1211 members 
Mstep: Class 63 contains 438 members 
Mstep: Class 64 contains 344 members 
Mstep: Class 65 contains 613 members 
Mstep: Class 66 contains 1861 members 
Mstep: Class 67 contains 187 members 
Mstep: Class 68 contains 327 members 
Mstep: Class 69 contains 164 members 
Mstep: Class 70 contains 306 members 
Mstep: Class 71 contains 2363 members 
Mstep: Class 72 contains 454 members 
Mstep: Class 73 contains 378 members 
Mstep: Class 74 contains 226 members 
Mstep: Class 75 contains 506 members 
Mstep: Class 76 contains 228 members 
Mstep: Class 77 contains 397 members 
Mstep: Class 78 contains 484 members 
Mstep: Class 79 contains 1159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147553200.000000 Penalty: 274052.718750
Iteration 258Q: 80 clusters Score -1.475532e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 52553 members 
Mstep: Class 3 contains 5280 members 
Mstep: Class 4 contains 27249 members 
Mstep: Class 5 contains 8286 members 
Mstep: Class 6 contains 4490 members 
Mstep: Class 7 contains 26582 members 
Mstep: Class 8 contains 749 members 
Mstep: Class 9 contains 10973 members 
Mstep: Class 10 contains 3040 members 
Mstep: Class 11 contains 37309 members 
Mstep: Class 12 contains 23336 members 
Mstep: Class 13 contains 215708 members 
Mstep: Class 14 contains 40995 members 
Mstep: Class 15 contains 727 members 
Mstep: Class 16 contains 29095 members 
Mstep: Class 17 contains 9366 members 
Mstep: Class 18 contains 14308 members 
Mstep: Class 19 contains 61584 members 
Mstep: Class 20 contains 10998 members 
Mstep: Class 21 contains 16567 members 
Mstep: Class 22 contains 2993 members 
Mstep: Class 23 contains 2570 members 
Mstep: Class 24 contains 18665 members 
Mstep: Class 25 contains 2068 members 
Mstep: Class 26 contains 22288 members 
Mstep: Class 27 contains 6174 members 
Mstep: Class 28 contains 4145 members 
Mstep: Class 29 contains 37122 members 
Mstep: Class 30 contains 4527 members 
Mstep: Class 31 contains 481 members 
Mstep: Class 32 contains 382 members 
Mstep: Class 33 contains 38551 members 
Mstep: Class 34 contains 605 members 
Mstep: Class 35 contains 8732 members 
Mstep: Class 36 contains 2453 members 
Mstep: Class 37 contains 164248 members 
Mstep: Class 38 contains 8339 members 
Mstep: Class 39 contains 4265 members 
Mstep: Class 40 contains 5324 members 
Mstep: Class 41 contains 2913 members 
Mstep: Class 42 contains 3709 members 
Mstep: Class 43 contains 550 members 
Mstep: Class 44 contains 3468 members 
Mstep: Class 45 contains 1907 members 
Mstep: Class 46 contains 391 members 
Mstep: Class 47 contains 5100 members 
Mstep: Class 48 contains 1827 members 
Mstep: Class 49 contains 4225 members 
Mstep: Class 50 contains 6309 members 
Mstep: Class 51 contains 175504 members 
Mstep: Class 52 contains 337 members 
Mstep: Class 53 contains 208 members 
Mstep: Class 54 contains 355 members 
Mstep: Class 55 contains 4301 members 
Mstep: Class 56 contains 2518 members 
Mstep: Class 57 contains 179 members 
Mstep: Class 58 contains 10459 members 
Mstep: Class 59 contains 655 members 
Mstep: Class 60 contains 17851 members 
Mstep: Class 61 contains 255 members 
Mstep: Class 62 contains 1212 members 
Mstep: Class 63 contains 438 members 
Mstep: Class 64 contains 344 members 
Mstep: Class 65 contains 613 members 
Mstep: Class 66 contains 1860 members 
Mstep: Class 67 contains 187 members 
Mstep: Class 68 contains 327 members 
Mstep: Class 69 contains 164 members 
Mstep: Class 70 contains 306 members 
Mstep: Class 71 contains 2363 members 
Mstep: Class 72 contains 453 members 
Mstep: Class 73 contains 378 members 
Mstep: Class 74 contains 226 members 
Mstep: Class 75 contains 506 members 
Mstep: Class 76 contains 228 members 
Mstep: Class 77 contains 397 members 
Mstep: Class 78 contains 484 members 
Mstep: Class 79 contains 1160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147553120.000000 Penalty: 274052.718750
Iteration 259Q: 80 clusters Score -1.475531e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 52553 members 
Mstep: Class 3 contains 5280 members 
Mstep: Class 4 contains 27249 members 
Mstep: Class 5 contains 8286 members 
Mstep: Class 6 contains 4490 members 
Mstep: Class 7 contains 26582 members 
Mstep: Class 8 contains 749 members 
Mstep: Class 9 contains 10973 members 
Mstep: Class 10 contains 3040 members 
Mstep: Class 11 contains 37309 members 
Mstep: Class 12 contains 23336 members 
Mstep: Class 13 contains 215708 members 
Mstep: Class 14 contains 40995 members 
Mstep: Class 15 contains 727 members 
Mstep: Class 16 contains 29095 members 
Mstep: Class 17 contains 9366 members 
Mstep: Class 18 contains 14308 members 
Mstep: Class 19 contains 61584 members 
Mstep: Class 20 contains 10998 members 
Mstep: Class 21 contains 16567 members 
Mstep: Class 22 contains 2993 members 
Mstep: Class 23 contains 2570 members 
Mstep: Class 24 contains 18665 members 
Mstep: Class 25 contains 2068 members 
Mstep: Class 26 contains 22288 members 
Mstep: Class 27 contains 6174 members 
Mstep: Class 28 contains 4145 members 
Mstep: Class 29 contains 37122 members 
Mstep: Class 30 contains 4527 members 
Mstep: Class 31 contains 481 members 
Mstep: Class 32 contains 382 members 
Mstep: Class 33 contains 38551 members 
Mstep: Class 34 contains 605 members 
Mstep: Class 35 contains 8732 members 
Mstep: Class 36 contains 2453 members 
Mstep: Class 37 contains 164248 members 
Mstep: Class 38 contains 8339 members 
Mstep: Class 39 contains 4265 members 
Mstep: Class 40 contains 5324 members 
Mstep: Class 41 contains 2913 members 
Mstep: Class 42 contains 3709 members 
Mstep: Class 43 contains 550 members 
Mstep: Class 44 contains 3468 members 
Mstep: Class 45 contains 1907 members 
Mstep: Class 46 contains 391 members 
Mstep: Class 47 contains 5100 members 
Mstep: Class 48 contains 1827 members 
Mstep: Class 49 contains 4225 members 
Mstep: Class 50 contains 6309 members 
Mstep: Class 51 contains 175504 members 
Mstep: Class 52 contains 337 members 
Mstep: Class 53 contains 208 members 
Mstep: Class 54 contains 355 members 
Mstep: Class 55 contains 4301 members 
Mstep: Class 56 contains 2518 members 
Mstep: Class 57 contains 179 members 
Mstep: Class 58 contains 10459 members 
Mstep: Class 59 contains 655 members 
Mstep: Class 60 contains 17851 members 
Mstep: Class 61 contains 255 members 
Mstep: Class 62 contains 1212 members 
Mstep: Class 63 contains 438 members 
Mstep: Class 64 contains 344 members 
Mstep: Class 65 contains 613 members 
Mstep: Class 66 contains 1860 members 
Mstep: Class 67 contains 187 members 
Mstep: Class 68 contains 327 members 
Mstep: Class 69 contains 164 members 
Mstep: Class 70 contains 306 members 
Mstep: Class 71 contains 2364 members 
Mstep: Class 72 contains 452 members 
Mstep: Class 73 contains 378 members 
Mstep: Class 74 contains 226 members 
Mstep: Class 75 contains 506 members 
Mstep: Class 76 contains 228 members 
Mstep: Class 77 contains 397 members 
Mstep: Class 78 contains 484 members 
Mstep: Class 79 contains 1160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147553152.000000 Penalty: 274052.718750
Iteration 260F: 80 clusters Score -1.475532e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 52553 members 
Mstep: Class 3 contains 5280 members 
Mstep: Class 4 contains 27249 members 
Mstep: Class 5 contains 8286 members 
Mstep: Class 6 contains 4490 members 
Mstep: Class 7 contains 26582 members 
Mstep: Class 8 contains 749 members 
Mstep: Class 9 contains 10973 members 
Mstep: Class 10 contains 3040 members 
Mstep: Class 11 contains 37309 members 
Mstep: Class 12 contains 23336 members 
Mstep: Class 13 contains 215708 members 
Mstep: Class 14 contains 40995 members 
Mstep: Class 15 contains 718 members 
Mstep: Class 16 contains 29095 members 
Mstep: Class 17 contains 9366 members 
Mstep: Class 18 contains 14308 members 
Mstep: Class 19 contains 61584 members 
Mstep: Class 20 contains 10998 members 
Mstep: Class 21 contains 16567 members 
Mstep: Class 22 contains 2993 members 
Mstep: Class 23 contains 2570 members 
Mstep: Class 24 contains 18665 members 
Mstep: Class 25 contains 2068 members 
Mstep: Class 26 contains 22288 members 
Mstep: Class 27 contains 6174 members 
Mstep: Class 28 contains 4145 members 
Mstep: Class 29 contains 37122 members 
Mstep: Class 30 contains 4527 members 
Mstep: Class 31 contains 481 members 
Mstep: Class 32 contains 382 members 
Mstep: Class 33 contains 38551 members 
Mstep: Class 34 contains 605 members 
Mstep: Class 35 contains 8732 members 
Mstep: Class 36 contains 2453 members 
Mstep: Class 37 contains 164248 members 
Mstep: Class 38 contains 8339 members 
Mstep: Class 39 contains 4265 members 
Mstep: Class 40 contains 5324 members 
Mstep: Class 41 contains 2913 members 
Mstep: Class 42 contains 3709 members 
Mstep: Class 43 contains 550 members 
Mstep: Class 44 contains 3468 members 
Mstep: Class 45 contains 1907 members 
Mstep: Class 46 contains 391 members 
Mstep: Class 47 contains 5100 members 
Mstep: Class 48 contains 1827 members 
Mstep: Class 49 contains 4225 members 
Mstep: Class 50 contains 6309 members 
Mstep: Class 51 contains 175504 members 
Mstep: Class 52 contains 336 members 
Mstep: Class 53 contains 208 members 
Mstep: Class 54 contains 355 members 
Mstep: Class 55 contains 4301 members 
Mstep: Class 56 contains 2518 members 
Mstep: Class 57 contains 179 members 
Mstep: Class 58 contains 10459 members 
Mstep: Class 59 contains 655 members 
Mstep: Class 60 contains 17851 members 
Mstep: Class 61 contains 255 members 
Mstep: Class 62 contains 1211 members 
Mstep: Class 63 contains 438 members 
Mstep: Class 64 contains 344 members 
Mstep: Class 65 contains 613 members 
Mstep: Class 66 contains 1871 members 
Mstep: Class 67 contains 187 members 
Mstep: Class 68 contains 327 members 
Mstep: Class 69 contains 164 members 
Mstep: Class 70 contains 306 members 
Mstep: Class 71 contains 2359 members 
Mstep: Class 72 contains 451 members 
Mstep: Class 73 contains 379 members 
Mstep: Class 74 contains 226 members 
Mstep: Class 75 contains 506 members 
Mstep: Class 76 contains 228 members 
Mstep: Class 77 contains 397 members 
Mstep: Class 78 contains 489 members 
Mstep: Class 79 contains 1160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147553312.000000 Penalty: 274052.718750
Iteration 261Q: 80 clusters Score -1.475533e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 52553 members 
Mstep: Class 3 contains 5280 members 
Mstep: Class 4 contains 27249 members 
Mstep: Class 5 contains 8286 members 
Mstep: Class 6 contains 4490 members 
Mstep: Class 7 contains 26582 members 
Mstep: Class 8 contains 749 members 
Mstep: Class 9 contains 10973 members 
Mstep: Class 10 contains 3040 members 
Mstep: Class 11 contains 37309 members 
Mstep: Class 12 contains 23336 members 
Mstep: Class 13 contains 215708 members 
Mstep: Class 14 contains 40995 members 
Mstep: Class 15 contains 709 members 
Mstep: Class 16 contains 29095 members 
Mstep: Class 17 contains 9366 members 
Mstep: Class 18 contains 14308 members 
Mstep: Class 19 contains 61584 members 
Mstep: Class 20 contains 10998 members 
Mstep: Class 21 contains 16567 members 
Mstep: Class 22 contains 2993 members 
Mstep: Class 23 contains 2570 members 
Mstep: Class 24 contains 18665 members 
Mstep: Class 25 contains 2068 members 
Mstep: Class 26 contains 22288 members 
Mstep: Class 27 contains 6174 members 
Mstep: Class 28 contains 4145 members 
Mstep: Class 29 contains 37122 members 
Mstep: Class 30 contains 4527 members 
Mstep: Class 31 contains 481 members 
Mstep: Class 32 contains 382 members 
Mstep: Class 33 contains 38551 members 
Mstep: Class 34 contains 605 members 
Mstep: Class 35 contains 8732 members 
Mstep: Class 36 contains 2453 members 
Mstep: Class 37 contains 164248 members 
Mstep: Class 38 contains 8339 members 
Mstep: Class 39 contains 4265 members 
Mstep: Class 40 contains 5324 members 
Mstep: Class 41 contains 2913 members 
Mstep: Class 42 contains 3709 members 
Mstep: Class 43 contains 550 members 
Mstep: Class 44 contains 3468 members 
Mstep: Class 45 contains 1907 members 
Mstep: Class 46 contains 391 members 
Mstep: Class 47 contains 5100 members 
Mstep: Class 48 contains 1827 members 
Mstep: Class 49 contains 4225 members 
Mstep: Class 50 contains 6309 members 
Mstep: Class 51 contains 175504 members 
Mstep: Class 52 contains 336 members 
Mstep: Class 53 contains 208 members 
Mstep: Class 54 contains 355 members 
Mstep: Class 55 contains 4301 members 
Mstep: Class 56 contains 2518 members 
Mstep: Class 57 contains 179 members 
Mstep: Class 58 contains 10459 members 
Mstep: Class 59 contains 655 members 
Mstep: Class 60 contains 17851 members 
Mstep: Class 61 contains 255 members 
Mstep: Class 62 contains 1212 members 
Mstep: Class 63 contains 438 members 
Mstep: Class 64 contains 344 members 
Mstep: Class 65 contains 613 members 
Mstep: Class 66 contains 1882 members 
Mstep: Class 67 contains 187 members 
Mstep: Class 68 contains 327 members 
Mstep: Class 69 contains 164 members 
Mstep: Class 70 contains 306 members 
Mstep: Class 71 contains 2356 members 
Mstep: Class 72 contains 450 members 
Mstep: Class 73 contains 379 members 
Mstep: Class 74 contains 226 members 
Mstep: Class 75 contains 506 members 
Mstep: Class 76 contains 228 members 
Mstep: Class 77 contains 397 members 
Mstep: Class 78 contains 490 members 
Mstep: Class 79 contains 1160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147553360.000000 Penalty: 274052.718750
Iteration 262Q: 80 clusters Score -1.475534e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 52553 members 
Mstep: Class 3 contains 5280 members 
Mstep: Class 4 contains 27249 members 
Mstep: Class 5 contains 8286 members 
Mstep: Class 6 contains 4490 members 
Mstep: Class 7 contains 26582 members 
Mstep: Class 8 contains 749 members 
Mstep: Class 9 contains 10973 members 
Mstep: Class 10 contains 3040 members 
Mstep: Class 11 contains 37309 members 
Mstep: Class 12 contains 23336 members 
Mstep: Class 13 contains 215708 members 
Mstep: Class 14 contains 40995 members 
Mstep: Class 15 contains 701 members 
Mstep: Class 16 contains 29095 members 
Mstep: Class 17 contains 9366 members 
Mstep: Class 18 contains 14308 members 
Mstep: Class 19 contains 61584 members 
Mstep: Class 20 contains 10998 members 
Mstep: Class 21 contains 16567 members 
Mstep: Class 22 contains 2993 members 
Mstep: Class 23 contains 2570 members 
Mstep: Class 24 contains 18665 members 
Mstep: Class 25 contains 2068 members 
Mstep: Class 26 contains 22288 members 
Mstep: Class 27 contains 6174 members 
Mstep: Class 28 contains 4145 members 
Mstep: Class 29 contains 37122 members 
Mstep: Class 30 contains 4527 members 
Mstep: Class 31 contains 481 members 
Mstep: Class 32 contains 382 members 
Mstep: Class 33 contains 38551 members 
Mstep: Class 34 contains 605 members 
Mstep: Class 35 contains 8732 members 
Mstep: Class 36 contains 2453 members 
Mstep: Class 37 contains 164248 members 
Mstep: Class 38 contains 8339 members 
Mstep: Class 39 contains 4265 members 
Mstep: Class 40 contains 5324 members 
Mstep: Class 41 contains 2913 members 
Mstep: Class 42 contains 3709 members 
Mstep: Class 43 contains 550 members 
Mstep: Class 44 contains 3468 members 
Mstep: Class 45 contains 1907 members 
Mstep: Class 46 contains 391 members 
Mstep: Class 47 contains 5100 members 
Mstep: Class 48 contains 1826 members 
Mstep: Class 49 contains 4225 members 
Mstep: Class 50 contains 6309 members 
Mstep: Class 51 contains 175504 members 
Mstep: Class 52 contains 340 members 
Mstep: Class 53 contains 208 members 
Mstep: Class 54 contains 355 members 
Mstep: Class 55 contains 4301 members 
Mstep: Class 56 contains 2518 members 
Mstep: Class 57 contains 179 members 
Mstep: Class 58 contains 10459 members 
Mstep: Class 59 contains 656 members 
Mstep: Class 60 contains 17851 members 
Mstep: Class 61 contains 255 members 
Mstep: Class 62 contains 1211 members 
Mstep: Class 63 contains 438 members 
Mstep: Class 64 contains 344 members 
Mstep: Class 65 contains 613 members 
Mstep: Class 66 contains 1891 members 
Mstep: Class 67 contains 187 members 
Mstep: Class 68 contains 327 members 
Mstep: Class 69 contains 164 members 
Mstep: Class 70 contains 306 members 
Mstep: Class 71 contains 2357 members 
Mstep: Class 72 contains 444 members 
Mstep: Class 73 contains 379 members 
Mstep: Class 74 contains 226 members 
Mstep: Class 75 contains 506 members 
Mstep: Class 76 contains 228 members 
Mstep: Class 77 contains 397 members 
Mstep: Class 78 contains 491 members 
Mstep: Class 79 contains 1160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147553504.000000 Penalty: 274052.718750
Iteration 263Q: 80 clusters Score -1.475535e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 52553 members 
Mstep: Class 3 contains 5280 members 
Mstep: Class 4 contains 27249 members 
Mstep: Class 5 contains 8286 members 
Mstep: Class 6 contains 4490 members 
Mstep: Class 7 contains 26582 members 
Mstep: Class 8 contains 749 members 
Mstep: Class 9 contains 10973 members 
Mstep: Class 10 contains 3040 members 
Mstep: Class 11 contains 37309 members 
Mstep: Class 12 contains 23336 members 
Mstep: Class 13 contains 215708 members 
Mstep: Class 14 contains 40995 members 
Mstep: Class 15 contains 695 members 
Mstep: Class 16 contains 29095 members 
Mstep: Class 17 contains 9366 members 
Mstep: Class 18 contains 14308 members 
Mstep: Class 19 contains 61584 members 
Mstep: Class 20 contains 10998 members 
Mstep: Class 21 contains 16567 members 
Mstep: Class 22 contains 2993 members 
Mstep: Class 23 contains 2570 members 
Mstep: Class 24 contains 18665 members 
Mstep: Class 25 contains 2068 members 
Mstep: Class 26 contains 22288 members 
Mstep: Class 27 contains 6174 members 
Mstep: Class 28 contains 4145 members 
Mstep: Class 29 contains 37122 members 
Mstep: Class 30 contains 4527 members 
Mstep: Class 31 contains 481 members 
Mstep: Class 32 contains 382 members 
Mstep: Class 33 contains 38551 members 
Mstep: Class 34 contains 605 members 
Mstep: Class 35 contains 8732 members 
Mstep: Class 36 contains 2453 members 
Mstep: Class 37 contains 164248 members 
Mstep: Class 38 contains 8339 members 
Mstep: Class 39 contains 4265 members 
Mstep: Class 40 contains 5324 members 
Mstep: Class 41 contains 2913 members 
Mstep: Class 42 contains 3709 members 
Mstep: Class 43 contains 550 members 
Mstep: Class 44 contains 3468 members 
Mstep: Class 45 contains 1907 members 
Mstep: Class 46 contains 391 members 
Mstep: Class 47 contains 5100 members 
Mstep: Class 48 contains 1825 members 
Mstep: Class 49 contains 4225 members 
Mstep: Class 50 contains 6309 members 
Mstep: Class 51 contains 175504 members 
Mstep: Class 52 contains 340 members 
Mstep: Class 53 contains 208 members 
Mstep: Class 54 contains 355 members 
Mstep: Class 55 contains 4301 members 
Mstep: Class 56 contains 2518 members 
Mstep: Class 57 contains 179 members 
Mstep: Class 58 contains 10459 members 
Mstep: Class 59 contains 656 members 
Mstep: Class 60 contains 17851 members 
Mstep: Class 61 contains 255 members 
Mstep: Class 62 contains 1213 members 
Mstep: Class 63 contains 438 members 
Mstep: Class 64 contains 344 members 
Mstep: Class 65 contains 613 members 
Mstep: Class 66 contains 1898 members 
Mstep: Class 67 contains 187 members 
Mstep: Class 68 contains 327 members 
Mstep: Class 69 contains 164 members 
Mstep: Class 70 contains 306 members 
Mstep: Class 71 contains 2355 members 
Mstep: Class 72 contains 444 members 
Mstep: Class 73 contains 379 members 
Mstep: Class 74 contains 226 members 
Mstep: Class 75 contains 506 members 
Mstep: Class 76 contains 228 members 
Mstep: Class 77 contains 397 members 
Mstep: Class 78 contains 491 members 
Mstep: Class 79 contains 1160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147553536.000000 Penalty: 274052.718750
Iteration 264Q: 80 clusters Score -1.475535e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 52553 members 
Mstep: Class 3 contains 5280 members 
Mstep: Class 4 contains 27249 members 
Mstep: Class 5 contains 8286 members 
Mstep: Class 6 contains 4490 members 
Mstep: Class 7 contains 26582 members 
Mstep: Class 8 contains 749 members 
Mstep: Class 9 contains 10973 members 
Mstep: Class 10 contains 3040 members 
Mstep: Class 11 contains 37309 members 
Mstep: Class 12 contains 23336 members 
Mstep: Class 13 contains 215708 members 
Mstep: Class 14 contains 40995 members 
Mstep: Class 15 contains 691 members 
Mstep: Class 16 contains 29095 members 
Mstep: Class 17 contains 9366 members 
Mstep: Class 18 contains 14308 members 
Mstep: Class 19 contains 61584 members 
Mstep: Class 20 contains 10998 members 
Mstep: Class 21 contains 16567 members 
Mstep: Class 22 contains 2993 members 
Mstep: Class 23 contains 2570 members 
Mstep: Class 24 contains 18665 members 
Mstep: Class 25 contains 2068 members 
Mstep: Class 26 contains 22288 members 
Mstep: Class 27 contains 6174 members 
Mstep: Class 28 contains 4145 members 
Mstep: Class 29 contains 37122 members 
Mstep: Class 30 contains 4527 members 
Mstep: Class 31 contains 481 members 
Mstep: Class 32 contains 382 members 
Mstep: Class 33 contains 38551 members 
Mstep: Class 34 contains 605 members 
Mstep: Class 35 contains 8732 members 
Mstep: Class 36 contains 2453 members 
Mstep: Class 37 contains 164248 members 
Mstep: Class 38 contains 8339 members 
Mstep: Class 39 contains 4265 members 
Mstep: Class 40 contains 5324 members 
Mstep: Class 41 contains 2913 members 
Mstep: Class 42 contains 3709 members 
Mstep: Class 43 contains 550 members 
Mstep: Class 44 contains 3468 members 
Mstep: Class 45 contains 1907 members 
Mstep: Class 46 contains 391 members 
Mstep: Class 47 contains 5100 members 
Mstep: Class 48 contains 1825 members 
Mstep: Class 49 contains 4225 members 
Mstep: Class 50 contains 6309 members 
Mstep: Class 51 contains 175504 members 
Mstep: Class 52 contains 340 members 
Mstep: Class 53 contains 208 members 
Mstep: Class 54 contains 355 members 
Mstep: Class 55 contains 4301 members 
Mstep: Class 56 contains 2518 members 
Mstep: Class 57 contains 179 members 
Mstep: Class 58 contains 10459 members 
Mstep: Class 59 contains 656 members 
Mstep: Class 60 contains 17851 members 
Mstep: Class 61 contains 255 members 
Mstep: Class 62 contains 1212 members 
Mstep: Class 63 contains 438 members 
Mstep: Class 64 contains 344 members 
Mstep: Class 65 contains 613 members 
Mstep: Class 66 contains 1904 members 
Mstep: Class 67 contains 187 members 
Mstep: Class 68 contains 327 members 
Mstep: Class 69 contains 164 members 
Mstep: Class 70 contains 306 members 
Mstep: Class 71 contains 2355 members 
Mstep: Class 72 contains 443 members 
Mstep: Class 73 contains 379 members 
Mstep: Class 74 contains 226 members 
Mstep: Class 75 contains 506 members 
Mstep: Class 76 contains 228 members 
Mstep: Class 77 contains 397 members 
Mstep: Class 78 contains 491 members 
Mstep: Class 79 contains 1160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147553552.000000 Penalty: 274052.718750
Iteration 265Q: 80 clusters Score -1.475536e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 52553 members 
Mstep: Class 3 contains 5280 members 
Mstep: Class 4 contains 27249 members 
Mstep: Class 5 contains 8286 members 
Mstep: Class 6 contains 4490 members 
Mstep: Class 7 contains 26582 members 
Mstep: Class 8 contains 749 members 
Mstep: Class 9 contains 10973 members 
Mstep: Class 10 contains 3040 members 
Mstep: Class 11 contains 37309 members 
Mstep: Class 12 contains 23336 members 
Mstep: Class 13 contains 215708 members 
Mstep: Class 14 contains 40995 members 
Mstep: Class 15 contains 690 members 
Mstep: Class 16 contains 29095 members 
Mstep: Class 17 contains 9366 members 
Mstep: Class 18 contains 14308 members 
Mstep: Class 19 contains 61584 members 
Mstep: Class 20 contains 10998 members 
Mstep: Class 21 contains 16567 members 
Mstep: Class 22 contains 2993 members 
Mstep: Class 23 contains 2570 members 
Mstep: Class 24 contains 18665 members 
Mstep: Class 25 contains 2068 members 
Mstep: Class 26 contains 22288 members 
Mstep: Class 27 contains 6174 members 
Mstep: Class 28 contains 4145 members 
Mstep: Class 29 contains 37122 members 
Mstep: Class 30 contains 4527 members 
Mstep: Class 31 contains 481 members 
Mstep: Class 32 contains 382 members 
Mstep: Class 33 contains 38551 members 
Mstep: Class 34 contains 605 members 
Mstep: Class 35 contains 8732 members 
Mstep: Class 36 contains 2453 members 
Mstep: Class 37 contains 164248 members 
Mstep: Class 38 contains 8339 members 
Mstep: Class 39 contains 4265 members 
Mstep: Class 40 contains 5324 members 
Mstep: Class 41 contains 2913 members 
Mstep: Class 42 contains 3709 members 
Mstep: Class 43 contains 550 members 
Mstep: Class 44 contains 3468 members 
Mstep: Class 45 contains 1907 members 
Mstep: Class 46 contains 391 members 
Mstep: Class 47 contains 5100 members 
Mstep: Class 48 contains 1825 members 
Mstep: Class 49 contains 4225 members 
Mstep: Class 50 contains 6309 members 
Mstep: Class 51 contains 175504 members 
Mstep: Class 52 contains 340 members 
Mstep: Class 53 contains 208 members 
Mstep: Class 54 contains 355 members 
Mstep: Class 55 contains 4301 members 
Mstep: Class 56 contains 2518 members 
Mstep: Class 57 contains 179 members 
Mstep: Class 58 contains 10459 members 
Mstep: Class 59 contains 656 members 
Mstep: Class 60 contains 17851 members 
Mstep: Class 61 contains 255 members 
Mstep: Class 62 contains 1210 members 
Mstep: Class 63 contains 438 members 
Mstep: Class 64 contains 344 members 
Mstep: Class 65 contains 613 members 
Mstep: Class 66 contains 1907 members 
Mstep: Class 67 contains 187 members 
Mstep: Class 68 contains 327 members 
Mstep: Class 69 contains 164 members 
Mstep: Class 70 contains 306 members 
Mstep: Class 71 contains 2355 members 
Mstep: Class 72 contains 443 members 
Mstep: Class 73 contains 379 members 
Mstep: Class 74 contains 226 members 
Mstep: Class 75 contains 506 members 
Mstep: Class 76 contains 228 members 
Mstep: Class 77 contains 397 members 
Mstep: Class 78 contains 491 members 
Mstep: Class 79 contains 1160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147553552.000000 Penalty: 274052.718750
Iteration 266Q: 80 clusters Score -1.475536e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 52553 members 
Mstep: Class 3 contains 5280 members 
Mstep: Class 4 contains 27249 members 
Mstep: Class 5 contains 8286 members 
Mstep: Class 6 contains 4490 members 
Mstep: Class 7 contains 26582 members 
Mstep: Class 8 contains 749 members 
Mstep: Class 9 contains 10973 members 
Mstep: Class 10 contains 3040 members 
Mstep: Class 11 contains 37309 members 
Mstep: Class 12 contains 23336 members 
Mstep: Class 13 contains 215708 members 
Mstep: Class 14 contains 40995 members 
Mstep: Class 15 contains 690 members 
Mstep: Class 16 contains 29095 members 
Mstep: Class 17 contains 9366 members 
Mstep: Class 18 contains 14308 members 
Mstep: Class 19 contains 61584 members 
Mstep: Class 20 contains 10998 members 
Mstep: Class 21 contains 16567 members 
Mstep: Class 22 contains 2993 members 
Mstep: Class 23 contains 2570 members 
Mstep: Class 24 contains 18665 members 
Mstep: Class 25 contains 2068 members 
Mstep: Class 26 contains 22288 members 
Mstep: Class 27 contains 6174 members 
Mstep: Class 28 contains 4145 members 
Mstep: Class 29 contains 37122 members 
Mstep: Class 30 contains 4527 members 
Mstep: Class 31 contains 481 members 
Mstep: Class 32 contains 382 members 
Mstep: Class 33 contains 38551 members 
Mstep: Class 34 contains 605 members 
Mstep: Class 35 contains 8732 members 
Mstep: Class 36 contains 2453 members 
Mstep: Class 37 contains 164248 members 
Mstep: Class 38 contains 8339 members 
Mstep: Class 39 contains 4265 members 
Mstep: Class 40 contains 5324 members 
Mstep: Class 41 contains 2913 members 
Mstep: Class 42 contains 3709 members 
Mstep: Class 43 contains 550 members 
Mstep: Class 44 contains 3468 members 
Mstep: Class 45 contains 1907 members 
Mstep: Class 46 contains 391 members 
Mstep: Class 47 contains 5100 members 
Mstep: Class 48 contains 1825 members 
Mstep: Class 49 contains 4225 members 
Mstep: Class 50 contains 6309 members 
Mstep: Class 51 contains 175504 members 
Mstep: Class 52 contains 340 members 
Mstep: Class 53 contains 208 members 
Mstep: Class 54 contains 355 members 
Mstep: Class 55 contains 4301 members 
Mstep: Class 56 contains 2518 members 
Mstep: Class 57 contains 179 members 
Mstep: Class 58 contains 10459 members 
Mstep: Class 59 contains 656 members 
Mstep: Class 60 contains 17851 members 
Mstep: Class 61 contains 255 members 
Mstep: Class 62 contains 1211 members 
Mstep: Class 63 contains 438 members 
Mstep: Class 64 contains 344 members 
Mstep: Class 65 contains 613 members 
Mstep: Class 66 contains 1909 members 
Mstep: Class 67 contains 187 members 
Mstep: Class 68 contains 327 members 
Mstep: Class 69 contains 164 members 
Mstep: Class 70 contains 306 members 
Mstep: Class 71 contains 2352 members 
Mstep: Class 72 contains 443 members 
Mstep: Class 73 contains 379 members 
Mstep: Class 74 contains 226 members 
Mstep: Class 75 contains 506 members 
Mstep: Class 76 contains 228 members 
Mstep: Class 77 contains 397 members 
Mstep: Class 78 contains 491 members 
Mstep: Class 79 contains 1160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147553552.000000 Penalty: 274052.718750
Iteration 267Q: 80 clusters Score -1.475536e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 52553 members 
Mstep: Class 3 contains 5280 members 
Mstep: Class 4 contains 27249 members 
Mstep: Class 5 contains 8286 members 
Mstep: Class 6 contains 4490 members 
Mstep: Class 7 contains 26582 members 
Mstep: Class 8 contains 749 members 
Mstep: Class 9 contains 10973 members 
Mstep: Class 10 contains 3040 members 
Mstep: Class 11 contains 37309 members 
Mstep: Class 12 contains 23336 members 
Mstep: Class 13 contains 215708 members 
Mstep: Class 14 contains 40995 members 
Mstep: Class 15 contains 690 members 
Mstep: Class 16 contains 29095 members 
Mstep: Class 17 contains 9366 members 
Mstep: Class 18 contains 14308 members 
Mstep: Class 19 contains 61584 members 
Mstep: Class 20 contains 10998 members 
Mstep: Class 21 contains 16567 members 
Mstep: Class 22 contains 2993 members 
Mstep: Class 23 contains 2570 members 
Mstep: Class 24 contains 18665 members 
Mstep: Class 25 contains 2068 members 
Mstep: Class 26 contains 22288 members 
Mstep: Class 27 contains 6174 members 
Mstep: Class 28 contains 4145 members 
Mstep: Class 29 contains 37122 members 
Mstep: Class 30 contains 4527 members 
Mstep: Class 31 contains 481 members 
Mstep: Class 32 contains 382 members 
Mstep: Class 33 contains 38551 members 
Mstep: Class 34 contains 605 members 
Mstep: Class 35 contains 8732 members 
Mstep: Class 36 contains 2453 members 
Mstep: Class 37 contains 164248 members 
Mstep: Class 38 contains 8339 members 
Mstep: Class 39 contains 4265 members 
Mstep: Class 40 contains 5324 members 
Mstep: Class 41 contains 2913 members 
Mstep: Class 42 contains 3709 members 
Mstep: Class 43 contains 550 members 
Mstep: Class 44 contains 3468 members 
Mstep: Class 45 contains 1907 members 
Mstep: Class 46 contains 391 members 
Mstep: Class 47 contains 5100 members 
Mstep: Class 48 contains 1825 members 
Mstep: Class 49 contains 4225 members 
Mstep: Class 50 contains 6309 members 
Mstep: Class 51 contains 175504 members 
Mstep: Class 52 contains 340 members 
Mstep: Class 53 contains 208 members 
Mstep: Class 54 contains 355 members 
Mstep: Class 55 contains 4301 members 
Mstep: Class 56 contains 2518 members 
Mstep: Class 57 contains 179 members 
Mstep: Class 58 contains 10459 members 
Mstep: Class 59 contains 656 members 
Mstep: Class 60 contains 17851 members 
Mstep: Class 61 contains 255 members 
Mstep: Class 62 contains 1211 members 
Mstep: Class 63 contains 438 members 
Mstep: Class 64 contains 344 members 
Mstep: Class 65 contains 613 members 
Mstep: Class 66 contains 1911 members 
Mstep: Class 67 contains 187 members 
Mstep: Class 68 contains 327 members 
Mstep: Class 69 contains 164 members 
Mstep: Class 70 contains 306 members 
Mstep: Class 71 contains 2351 members 
Mstep: Class 72 contains 443 members 
Mstep: Class 73 contains 379 members 
Mstep: Class 74 contains 226 members 
Mstep: Class 75 contains 506 members 
Mstep: Class 76 contains 228 members 
Mstep: Class 77 contains 397 members 
Mstep: Class 78 contains 491 members 
Mstep: Class 79 contains 1159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147553616.000000 Penalty: 274052.718750
Iteration 268Q: 80 clusters Score -1.475536e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 52553 members 
Mstep: Class 3 contains 5280 members 
Mstep: Class 4 contains 27249 members 
Mstep: Class 5 contains 8286 members 
Mstep: Class 6 contains 4490 members 
Mstep: Class 7 contains 26582 members 
Mstep: Class 8 contains 749 members 
Mstep: Class 9 contains 10973 members 
Mstep: Class 10 contains 3040 members 
Mstep: Class 11 contains 37309 members 
Mstep: Class 12 contains 23336 members 
Mstep: Class 13 contains 215708 members 
Mstep: Class 14 contains 40995 members 
Mstep: Class 15 contains 689 members 
Mstep: Class 16 contains 29095 members 
Mstep: Class 17 contains 9366 members 
Mstep: Class 18 contains 14308 members 
Mstep: Class 19 contains 61584 members 
Mstep: Class 20 contains 10998 members 
Mstep: Class 21 contains 16567 members 
Mstep: Class 22 contains 2993 members 
Mstep: Class 23 contains 2570 members 
Mstep: Class 24 contains 18665 members 
Mstep: Class 25 contains 2068 members 
Mstep: Class 26 contains 22288 members 
Mstep: Class 27 contains 6174 members 
Mstep: Class 28 contains 4145 members 
Mstep: Class 29 contains 37122 members 
Mstep: Class 30 contains 4527 members 
Mstep: Class 31 contains 481 members 
Mstep: Class 32 contains 382 members 
Mstep: Class 33 contains 38551 members 
Mstep: Class 34 contains 605 members 
Mstep: Class 35 contains 8732 members 
Mstep: Class 36 contains 2453 members 
Mstep: Class 37 contains 164248 members 
Mstep: Class 38 contains 8339 members 
Mstep: Class 39 contains 4265 members 
Mstep: Class 40 contains 5324 members 
Mstep: Class 41 contains 2913 members 
Mstep: Class 42 contains 3709 members 
Mstep: Class 43 contains 550 members 
Mstep: Class 44 contains 3468 members 
Mstep: Class 45 contains 1907 members 
Mstep: Class 46 contains 391 members 
Mstep: Class 47 contains 5100 members 
Mstep: Class 48 contains 1825 members 
Mstep: Class 49 contains 4225 members 
Mstep: Class 50 contains 6309 members 
Mstep: Class 51 contains 175504 members 
Mstep: Class 52 contains 340 members 
Mstep: Class 53 contains 208 members 
Mstep: Class 54 contains 355 members 
Mstep: Class 55 contains 4301 members 
Mstep: Class 56 contains 2518 members 
Mstep: Class 57 contains 179 members 
Mstep: Class 58 contains 10459 members 
Mstep: Class 59 contains 656 members 
Mstep: Class 60 contains 17851 members 
Mstep: Class 61 contains 255 members 
Mstep: Class 62 contains 1210 members 
Mstep: Class 63 contains 438 members 
Mstep: Class 64 contains 344 members 
Mstep: Class 65 contains 613 members 
Mstep: Class 66 contains 1912 members 
Mstep: Class 67 contains 187 members 
Mstep: Class 68 contains 327 members 
Mstep: Class 69 contains 164 members 
Mstep: Class 70 contains 306 members 
Mstep: Class 71 contains 2351 members 
Mstep: Class 72 contains 443 members 
Mstep: Class 73 contains 379 members 
Mstep: Class 74 contains 226 members 
Mstep: Class 75 contains 506 members 
Mstep: Class 76 contains 228 members 
Mstep: Class 77 contains 397 members 
Mstep: Class 78 contains 491 members 
Mstep: Class 79 contains 1160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147553568.000000 Penalty: 274052.718750
Iteration 269Q: 80 clusters Score -1.475536e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 52553 members 
Mstep: Class 3 contains 5280 members 
Mstep: Class 4 contains 27249 members 
Mstep: Class 5 contains 8286 members 
Mstep: Class 6 contains 4490 members 
Mstep: Class 7 contains 26582 members 
Mstep: Class 8 contains 749 members 
Mstep: Class 9 contains 10973 members 
Mstep: Class 10 contains 3040 members 
Mstep: Class 11 contains 37309 members 
Mstep: Class 12 contains 23336 members 
Mstep: Class 13 contains 215708 members 
Mstep: Class 14 contains 40995 members 
Mstep: Class 15 contains 688 members 
Mstep: Class 16 contains 29095 members 
Mstep: Class 17 contains 9366 members 
Mstep: Class 18 contains 14308 members 
Mstep: Class 19 contains 61584 members 
Mstep: Class 20 contains 10998 members 
Mstep: Class 21 contains 16567 members 
Mstep: Class 22 contains 2993 members 
Mstep: Class 23 contains 2570 members 
Mstep: Class 24 contains 18665 members 
Mstep: Class 25 contains 2068 members 
Mstep: Class 26 contains 22288 members 
Mstep: Class 27 contains 6174 members 
Mstep: Class 28 contains 4145 members 
Mstep: Class 29 contains 37122 members 
Mstep: Class 30 contains 4527 members 
Mstep: Class 31 contains 481 members 
Mstep: Class 32 contains 382 members 
Mstep: Class 33 contains 38551 members 
Mstep: Class 34 contains 605 members 
Mstep: Class 35 contains 8732 members 
Mstep: Class 36 contains 2453 members 
Mstep: Class 37 contains 164248 members 
Mstep: Class 38 contains 8339 members 
Mstep: Class 39 contains 4265 members 
Mstep: Class 40 contains 5324 members 
Mstep: Class 41 contains 2913 members 
Mstep: Class 42 contains 3709 members 
Mstep: Class 43 contains 550 members 
Mstep: Class 44 contains 3468 members 
Mstep: Class 45 contains 1907 members 
Mstep: Class 46 contains 391 members 
Mstep: Class 47 contains 5100 members 
Mstep: Class 48 contains 1825 members 
Mstep: Class 49 contains 4225 members 
Mstep: Class 50 contains 6309 members 
Mstep: Class 51 contains 175504 members 
Mstep: Class 52 contains 340 members 
Mstep: Class 53 contains 208 members 
Mstep: Class 54 contains 355 members 
Mstep: Class 55 contains 4301 members 
Mstep: Class 56 contains 2518 members 
Mstep: Class 57 contains 179 members 
Mstep: Class 58 contains 10459 members 
Mstep: Class 59 contains 656 members 
Mstep: Class 60 contains 17851 members 
Mstep: Class 61 contains 255 members 
Mstep: Class 62 contains 1211 members 
Mstep: Class 63 contains 438 members 
Mstep: Class 64 contains 344 members 
Mstep: Class 65 contains 613 members 
Mstep: Class 66 contains 1911 members 
Mstep: Class 67 contains 187 members 
Mstep: Class 68 contains 327 members 
Mstep: Class 69 contains 164 members 
Mstep: Class 70 contains 306 members 
Mstep: Class 71 contains 2351 members 
Mstep: Class 72 contains 443 members 
Mstep: Class 73 contains 379 members 
Mstep: Class 74 contains 226 members 
Mstep: Class 75 contains 506 members 
Mstep: Class 76 contains 228 members 
Mstep: Class 77 contains 397 members 
Mstep: Class 78 contains 491 members 
Mstep: Class 79 contains 1161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147553632.000000 Penalty: 274052.718750
Iteration 270Q: 80 clusters Score -1.475536e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 52553 members 
Mstep: Class 3 contains 5280 members 
Mstep: Class 4 contains 27249 members 
Mstep: Class 5 contains 8286 members 
Mstep: Class 6 contains 4490 members 
Mstep: Class 7 contains 26582 members 
Mstep: Class 8 contains 749 members 
Mstep: Class 9 contains 10973 members 
Mstep: Class 10 contains 3040 members 
Mstep: Class 11 contains 37309 members 
Mstep: Class 12 contains 23336 members 
Mstep: Class 13 contains 215708 members 
Mstep: Class 14 contains 40995 members 
Mstep: Class 15 contains 688 members 
Mstep: Class 16 contains 29095 members 
Mstep: Class 17 contains 9366 members 
Mstep: Class 18 contains 14308 members 
Mstep: Class 19 contains 61584 members 
Mstep: Class 20 contains 10998 members 
Mstep: Class 21 contains 16567 members 
Mstep: Class 22 contains 2993 members 
Mstep: Class 23 contains 2570 members 
Mstep: Class 24 contains 18665 members 
Mstep: Class 25 contains 2068 members 
Mstep: Class 26 contains 22288 members 
Mstep: Class 27 contains 6174 members 
Mstep: Class 28 contains 4145 members 
Mstep: Class 29 contains 37122 members 
Mstep: Class 30 contains 4527 members 
Mstep: Class 31 contains 481 members 
Mstep: Class 32 contains 382 members 
Mstep: Class 33 contains 38551 members 
Mstep: Class 34 contains 605 members 
Mstep: Class 35 contains 8732 members 
Mstep: Class 36 contains 2453 members 
Mstep: Class 37 contains 164248 members 
Mstep: Class 38 contains 8339 members 
Mstep: Class 39 contains 4265 members 
Mstep: Class 40 contains 5324 members 
Mstep: Class 41 contains 2913 members 
Mstep: Class 42 contains 3709 members 
Mstep: Class 43 contains 550 members 
Mstep: Class 44 contains 3468 members 
Mstep: Class 45 contains 1907 members 
Mstep: Class 46 contains 391 members 
Mstep: Class 47 contains 5100 members 
Mstep: Class 48 contains 1825 members 
Mstep: Class 49 contains 4225 members 
Mstep: Class 50 contains 6309 members 
Mstep: Class 51 contains 175504 members 
Mstep: Class 52 contains 340 members 
Mstep: Class 53 contains 208 members 
Mstep: Class 54 contains 355 members 
Mstep: Class 55 contains 4301 members 
Mstep: Class 56 contains 2518 members 
Mstep: Class 57 contains 179 members 
Mstep: Class 58 contains 10459 members 
Mstep: Class 59 contains 656 members 
Mstep: Class 60 contains 17851 members 
Mstep: Class 61 contains 255 members 
Mstep: Class 62 contains 1211 members 
Mstep: Class 63 contains 438 members 
Mstep: Class 64 contains 344 members 
Mstep: Class 65 contains 613 members 
Mstep: Class 66 contains 1911 members 
Mstep: Class 67 contains 187 members 
Mstep: Class 68 contains 327 members 
Mstep: Class 69 contains 164 members 
Mstep: Class 70 contains 306 members 
Mstep: Class 71 contains 2351 members 
Mstep: Class 72 contains 443 members 
Mstep: Class 73 contains 379 members 
Mstep: Class 74 contains 226 members 
Mstep: Class 75 contains 506 members 
Mstep: Class 76 contains 228 members 
Mstep: Class 77 contains 397 members 
Mstep: Class 78 contains 491 members 
Mstep: Class 79 contains 1161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147553632.000000 Penalty: 274052.718750
Iteration 271F: 80 clusters Score -1.475536e+08 nChanged 0
Entering ConstructFrom: 
Score: -147553632.000000 Penalty: 274052.718750
Entering ConstructFrom: 
Trying to split cluster 1 (412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Entering Unmasked Estep 
Score: -34439.988281 Penalty: 1493.213745
	Iteration 0F: 2 clusters Score -34439.99 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 235 members 
Entering Unmasked Estep 
Score: -33446.390625 Penalty: 2986.427490
	Iteration 0F: 3 clusters Score -33446.39 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -34033.902344 Penalty: 2986.427490
	Iteration 1F: 3 clusters Score -34033.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -34324.511719 Penalty: 2986.427490
	Iteration 2F: 3 clusters Score -34324.51 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -34476.968750 Penalty: 2986.427490
	Iteration 3Q: 3 clusters Score -34476.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -34508.789062 Penalty: 2986.427490
	Iteration 4Q: 3 clusters Score -34508.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -34516.718750 Penalty: 2986.427490
	Iteration 5Q: 3 clusters Score -34516.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -34516.718750 Penalty: 2986.427490
	Iteration 6F: 3 clusters Score -34516.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 52553 members 
Mstep: Class 3 contains 5280 members 
Mstep: Class 4 contains 27249 members 
Mstep: Class 5 contains 8286 members 
Mstep: Class 6 contains 4490 members 
Mstep: Class 7 contains 26582 members 
Mstep: Class 8 contains 749 members 
Mstep: Class 9 contains 10973 members 
Mstep: Class 10 contains 3040 members 
Mstep: Class 11 contains 37309 members 
Mstep: Class 12 contains 23336 members 
Mstep: Class 13 contains 215708 members 
Mstep: Class 14 contains 40995 members 
Mstep: Class 15 contains 688 members 
Mstep: Class 16 contains 29095 members 
Mstep: Class 17 contains 9366 members 
Mstep: Class 18 contains 14308 members 
Mstep: Class 19 contains 61584 members 
Mstep: Class 20 contains 10998 members 
Mstep: Class 21 contains 16567 members 
Mstep: Class 22 contains 2993 members 
Mstep: Class 23 contains 2570 members 
Mstep: Class 24 contains 18665 members 
Mstep: Class 25 contains 2068 members 
Mstep: Class 26 contains 22288 members 
Mstep: Class 27 contains 6174 members 
Mstep: Class 28 contains 4145 members 
Mstep: Class 29 contains 37122 members 
Mstep: Class 30 contains 4527 members 
Mstep: Class 31 contains 481 members 
Mstep: Class 32 contains 382 members 
Mstep: Class 33 contains 38551 members 
Mstep: Class 34 contains 605 members 
Mstep: Class 35 contains 8732 members 
Mstep: Class 36 contains 2453 members 
Mstep: Class 37 contains 164248 members 
Mstep: Class 38 contains 8339 members 
Mstep: Class 39 contains 4265 members 
Mstep: Class 40 contains 5324 members 
Mstep: Class 41 contains 2913 members 
Mstep: Class 42 contains 3709 members 
Mstep: Class 43 contains 550 members 
Mstep: Class 44 contains 3468 members 
Mstep: Class 45 contains 1907 members 
Mstep: Class 46 contains 391 members 
Mstep: Class 47 contains 5100 members 
Mstep: Class 48 contains 1825 members 
Mstep: Class 49 contains 4225 members 
Mstep: Class 50 contains 6309 members 
Mstep: Class 51 contains 175504 members 
Mstep: Class 52 contains 340 members 
Mstep: Class 53 contains 208 members 
Mstep: Class 54 contains 355 members 
Mstep: Class 55 contains 4301 members 
Mstep: Class 56 contains 2518 members 
Mstep: Class 57 contains 179 members 
Mstep: Class 58 contains 10459 members 
Mstep: Class 59 contains 656 members 
Mstep: Class 60 contains 17851 members 
Mstep: Class 61 contains 255 members 
Mstep: Class 62 contains 1211 members 
Mstep: Class 63 contains 438 members 
Mstep: Class 64 contains 344 members 
Mstep: Class 65 contains 613 members 
Mstep: Class 66 contains 1911 members 
Mstep: Class 67 contains 187 members 
Mstep: Class 68 contains 327 members 
Mstep: Class 69 contains 164 members 
Mstep: Class 70 contains 306 members 
Mstep: Class 71 contains 2351 members 
Mstep: Class 72 contains 443 members 
Mstep: Class 73 contains 379 members 
Mstep: Class 74 contains 226 members 
Mstep: Class 75 contains 506 members 
Mstep: Class 76 contains 228 members 
Mstep: Class 77 contains 397 members 
Mstep: Class 78 contains 491 members 
Mstep: Class 79 contains 1161 members 
Mstep: Class 80 contains 131 members 
Entering Unmasked Estep 
Score: -147551744.000000 Penalty: 277521.750000
Splitting cluster 1 changes total score from -147553632.000000 to -147551744.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (52553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52553 members 
Entering Unmasked Estep 
Score: -6298079.000000 Penalty: 2695.655273
	Iteration 0F: 2 clusters Score -6298079 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26191 members 
Mstep: Class 2 contains 26362 members 
Entering Unmasked Estep 
Score: -6262782.500000 Penalty: 5391.310547
	Iteration 0F: 3 clusters Score -6262782 nChanged 24330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25449 members 
Mstep: Class 2 contains 27104 members 
Entering Unmasked Estep 
Score: -6276782.500000 Penalty: 5391.310547
	Iteration 1F: 3 clusters Score -6276782 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24985 members 
Mstep: Class 2 contains 27568 members 
Entering Unmasked Estep 
Score: -6277640.000000 Penalty: 5391.310547
	Iteration 2Q: 3 clusters Score -6277640 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24385 members 
Mstep: Class 2 contains 28168 members 
Entering Unmasked Estep 
Score: -6278481.500000 Penalty: 5391.310547
	Iteration 3Q: 3 clusters Score -6278482 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23590 members 
Mstep: Class 2 contains 28963 members 
Entering Unmasked Estep 
Score: -6279347.000000 Penalty: 5391.310547
	Iteration 4Q: 3 clusters Score -6279347 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22547 members 
Mstep: Class 2 contains 30006 members 
Entering Unmasked Estep 
Score: -6280198.500000 Penalty: 5391.310547
	Iteration 5Q: 3 clusters Score -6280198 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21213 members 
Mstep: Class 2 contains 31340 members 
Entering Unmasked Estep 
Score: -6281283.000000 Penalty: 5391.310547
	Iteration 6Q: 3 clusters Score -6281283 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19593 members 
Mstep: Class 2 contains 32960 members 
Entering Unmasked Estep 
Score: -6282482.000000 Penalty: 5391.310547
	Iteration 7Q: 3 clusters Score -6282482 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17632 members 
Mstep: Class 2 contains 34921 members 
Entering Unmasked Estep 
Score: -6284035.500000 Penalty: 5391.310547
	Iteration 8F: 3 clusters Score -6284036 nChanged 2730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15400 members 
Mstep: Class 2 contains 37153 members 
Entering Unmasked Estep 
Score: -6285873.500000 Penalty: 5391.310547
	Iteration 9F: 3 clusters Score -6285874 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13157 members 
Mstep: Class 2 contains 39396 members 
Entering Unmasked Estep 
Score: -6287740.000000 Penalty: 5391.310547
	Iteration 10F: 3 clusters Score -6287740 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11128 members 
Mstep: Class 2 contains 41425 members 
Entering Unmasked Estep 
Score: -6289427.500000 Penalty: 5391.310547
	Iteration 11Q: 3 clusters Score -6289428 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 43194 members 
Entering Unmasked Estep 
Score: -6290914.500000 Penalty: 5391.310547
	Iteration 12Q: 3 clusters Score -6290914 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 44695 members 
Entering Unmasked Estep 
Score: -6292082.500000 Penalty: 5391.310547
	Iteration 13Q: 3 clusters Score -6292082 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 45900 members 
Entering Unmasked Estep 
Score: -6292943.500000 Penalty: 5391.310547
	Iteration 14Q: 3 clusters Score -6292944 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 46897 members 
Entering Unmasked Estep 
Score: -6293657.000000 Penalty: 5391.310547
	Iteration 15Q: 3 clusters Score -6293657 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 47748 members 
Entering Unmasked Estep 
Score: -6294282.500000 Penalty: 5391.310547
	Iteration 16Q: 3 clusters Score -6294282 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 48438 members 
Entering Unmasked Estep 
Score: -6294795.500000 Penalty: 5391.310547
	Iteration 17Q: 3 clusters Score -6294796 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 48983 members 
Entering Unmasked Estep 
Score: -6295193.000000 Penalty: 5391.310547
	Iteration 18Q: 3 clusters Score -6295193 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 49425 members 
Entering Unmasked Estep 
Score: -6295458.500000 Penalty: 5391.310547
	Iteration 19Q: 3 clusters Score -6295458 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 49757 members 
Entering Unmasked Estep 
Score: -6295702.500000 Penalty: 5391.310547
	Iteration 20F: 3 clusters Score -6295702 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 50032 members 
Entering Unmasked Estep 
Score: -6295871.500000 Penalty: 5391.310547
	Iteration 21Q: 3 clusters Score -6295872 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 50230 members 
Entering Unmasked Estep 
Score: -6295955.500000 Penalty: 5391.310547
	Iteration 22Q: 3 clusters Score -6295956 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 50379 members 
Entering Unmasked Estep 
Score: -6296058.500000 Penalty: 5391.310547
	Iteration 23Q: 3 clusters Score -6296058 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 50512 members 
Entering Unmasked Estep 
Score: -6296132.000000 Penalty: 5391.310547
	Iteration 24Q: 3 clusters Score -6296132 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 50618 members 
Entering Unmasked Estep 
Score: -6296170.500000 Penalty: 5391.310547
	Iteration 25Q: 3 clusters Score -6296170 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 50705 members 
Entering Unmasked Estep 
Score: -6296199.000000 Penalty: 5391.310547
	Iteration 26Q: 3 clusters Score -6296199 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 50765 members 
Entering Unmasked Estep 
Score: -6296224.500000 Penalty: 5391.310547
	Iteration 27Q: 3 clusters Score -6296224 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 50817 members 
Entering Unmasked Estep 
Score: -6296238.500000 Penalty: 5391.310547
	Iteration 28Q: 3 clusters Score -6296238 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 50877 members 
Entering Unmasked Estep 
Score: -6296263.000000 Penalty: 5391.310547
	Iteration 29Q: 3 clusters Score -6296263 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 50929 members 
Entering Unmasked Estep 
Score: -6296292.500000 Penalty: 5391.310547
	Iteration 30Q: 3 clusters Score -6296292 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 50979 members 
Entering Unmasked Estep 
Score: -6296301.500000 Penalty: 5391.310547
	Iteration 31Q: 3 clusters Score -6296302 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 51013 members 
Entering Unmasked Estep 
Score: -6296323.500000 Penalty: 5391.310547
	Iteration 32Q: 3 clusters Score -6296324 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 51039 members 
Entering Unmasked Estep 
Score: -6296329.000000 Penalty: 5391.310547
	Iteration 33Q: 3 clusters Score -6296329 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 51065 members 
Entering Unmasked Estep 
Score: -6296336.500000 Penalty: 5391.310547
	Iteration 34Q: 3 clusters Score -6296336 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 51093 members 
Entering Unmasked Estep 
Score: -6296352.000000 Penalty: 5391.310547
	Iteration 35Q: 3 clusters Score -6296352 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 51114 members 
Entering Unmasked Estep 
Score: -6296341.000000 Penalty: 5391.310547
	Iteration 36Q: 3 clusters Score -6296341 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 51125 members 
Entering Unmasked Estep 
Score: -6296337.000000 Penalty: 5391.310547
	Iteration 37Q: 3 clusters Score -6296337 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 51148 members 
Entering Unmasked Estep 
Score: -6296354.500000 Penalty: 5391.310547
	Iteration 38Q: 3 clusters Score -6296354 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 51162 members 
Entering Unmasked Estep 
Score: -6296361.000000 Penalty: 5391.310547
	Iteration 39Q: 3 clusters Score -6296361 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 51175 members 
Entering Unmasked Estep 
Score: -6296370.000000 Penalty: 5391.310547
	Iteration 40F: 3 clusters Score -6296370 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 51195 members 
Entering Unmasked Estep 
Score: -6296381.500000 Penalty: 5391.310547
	Iteration 41Q: 3 clusters Score -6296382 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 51207 members 
Entering Unmasked Estep 
Score: -6296378.000000 Penalty: 5391.310547
	Iteration 42Q: 3 clusters Score -6296378 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 51218 members 
Entering Unmasked Estep 
Score: -6296387.500000 Penalty: 5391.310547
	Iteration 43Q: 3 clusters Score -6296388 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 51224 members 
Entering Unmasked Estep 
Score: -6296382.500000 Penalty: 5391.310547
	Iteration 44Q: 3 clusters Score -6296382 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 51239 members 
Entering Unmasked Estep 
Score: -6296394.000000 Penalty: 5391.310547
	Iteration 45Q: 3 clusters Score -6296394 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 51254 members 
Entering Unmasked Estep 
Score: -6296392.500000 Penalty: 5391.310547
	Iteration 46Q: 3 clusters Score -6296392 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 51260 members 
Entering Unmasked Estep 
Score: -6296398.000000 Penalty: 5391.310547
	Iteration 47Q: 3 clusters Score -6296398 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 51269 members 
Entering Unmasked Estep 
Score: -6296404.500000 Penalty: 5391.310547
	Iteration 48Q: 3 clusters Score -6296404 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 51279 members 
Entering Unmasked Estep 
Score: -6296402.500000 Penalty: 5391.310547
	Iteration 49Q: 3 clusters Score -6296402 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 51282 members 
Entering Unmasked Estep 
Score: -6296404.500000 Penalty: 5391.310547
	Iteration 50Q: 3 clusters Score -6296404 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 51283 members 
Entering Unmasked Estep 
Score: -6296404.000000 Penalty: 5391.310547
	Iteration 51Q: 3 clusters Score -6296404 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 51285 members 
Entering Unmasked Estep 
Score: -6296410.000000 Penalty: 5391.310547
	Iteration 52Q: 3 clusters Score -6296410 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 51286 members 
Entering Unmasked Estep 
Score: -6296412.000000 Penalty: 5391.310547
	Iteration 53Q: 3 clusters Score -6296412 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 51286 members 
Entering Unmasked Estep 
Score: -6296412.000000 Penalty: 5391.310547
	Iteration 54F: 3 clusters Score -6296412 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (5280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Entering Unmasked Estep 
Score: -641588.562500 Penalty: 2125.776855
	Iteration 0F: 2 clusters Score -641588.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -636877.187500 Penalty: 4251.553711
	Iteration 0F: 3 clusters Score -636877.2 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -638035.437500 Penalty: 4251.553711
	Iteration 1F: 3 clusters Score -638035.4 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -638307.125000 Penalty: 4251.553711
	Iteration 2F: 3 clusters Score -638307.1 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -638521.000000 Penalty: 4251.553711
	Iteration 3F: 3 clusters Score -638521 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -638739.500000 Penalty: 4251.553711
	Iteration 4F: 3 clusters Score -638739.5 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -638936.562500 Penalty: 4251.553711
	Iteration 5Q: 3 clusters Score -638936.6 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -639109.687500 Penalty: 4251.553711
	Iteration 6Q: 3 clusters Score -639109.7 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -639303.000000 Penalty: 4251.553711
	Iteration 7Q: 3 clusters Score -639303 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -639491.625000 Penalty: 4251.553711
	Iteration 8Q: 3 clusters Score -639491.6 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -639683.875000 Penalty: 4251.553711
	Iteration 9Q: 3 clusters Score -639683.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -639849.375000 Penalty: 4251.553711
	Iteration 10Q: 3 clusters Score -639849.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -639994.625000 Penalty: 4251.553711
	Iteration 11Q: 3 clusters Score -639994.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -640106.562500 Penalty: 4251.553711
	Iteration 12Q: 3 clusters Score -640106.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -640196.250000 Penalty: 4251.553711
	Iteration 13Q: 3 clusters Score -640196.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -640320.500000 Penalty: 4251.553711
	Iteration 14Q: 3 clusters Score -640320.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -640447.562500 Penalty: 4251.553711
	Iteration 15Q: 3 clusters Score -640447.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -640582.875000 Penalty: 4251.553711
	Iteration 16Q: 3 clusters Score -640582.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -640686.375000 Penalty: 4251.553711
	Iteration 17Q: 3 clusters Score -640686.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -640749.562500 Penalty: 4251.553711
	Iteration 18Q: 3 clusters Score -640749.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -640797.437500 Penalty: 4251.553711
	Iteration 19Q: 3 clusters Score -640797.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -640826.562500 Penalty: 4251.553711
	Iteration 20F: 3 clusters Score -640826.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -640851.875000 Penalty: 4251.553711
	Iteration 21Q: 3 clusters Score -640851.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -640871.687500 Penalty: 4251.553711
	Iteration 22Q: 3 clusters Score -640871.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -640887.187500 Penalty: 4251.553711
	Iteration 23Q: 3 clusters Score -640887.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -640896.500000 Penalty: 4251.553711
	Iteration 24Q: 3 clusters Score -640896.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -640904.375000 Penalty: 4251.553711
	Iteration 25Q: 3 clusters Score -640904.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -640909.437500 Penalty: 4251.553711
	Iteration 26Q: 3 clusters Score -640909.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -640911.875000 Penalty: 4251.553711
	Iteration 27Q: 3 clusters Score -640911.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -640916.875000 Penalty: 4251.553711
	Iteration 28Q: 3 clusters Score -640916.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -640920.062500 Penalty: 4251.553711
	Iteration 29Q: 3 clusters Score -640920.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -640922.937500 Penalty: 4251.553711
	Iteration 30Q: 3 clusters Score -640922.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -640923.625000 Penalty: 4251.553711
	Iteration 31Q: 3 clusters Score -640923.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -640925.062500 Penalty: 4251.553711
	Iteration 32Q: 3 clusters Score -640925.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -640925.687500 Penalty: 4251.553711
	Iteration 33Q: 3 clusters Score -640925.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -640926.375000 Penalty: 4251.553711
	Iteration 34Q: 3 clusters Score -640926.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -640926.625000 Penalty: 4251.553711
	Iteration 35Q: 3 clusters Score -640926.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -640927.562500 Penalty: 4251.553711
	Iteration 36Q: 3 clusters Score -640927.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -640927.687500 Penalty: 4251.553711
	Iteration 37Q: 3 clusters Score -640927.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -640928.312500 Penalty: 4251.553711
	Iteration 38Q: 3 clusters Score -640928.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -640930.000000 Penalty: 4251.553711
	Iteration 39Q: 3 clusters Score -640930 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -640929.687500 Penalty: 4251.553711
	Iteration 40F: 3 clusters Score -640929.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -640929.750000 Penalty: 4251.553711
	Iteration 41Q: 3 clusters Score -640929.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -640932.125000 Penalty: 4251.553711
	Iteration 42Q: 3 clusters Score -640932.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -640935.000000 Penalty: 4251.553711
	Iteration 43Q: 3 clusters Score -640935 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -640935.062500 Penalty: 4251.553711
	Iteration 44Q: 3 clusters Score -640935.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -640937.187500 Penalty: 4251.553711
	Iteration 45Q: 3 clusters Score -640937.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -640937.750000 Penalty: 4251.553711
	Iteration 46Q: 3 clusters Score -640937.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -640937.750000 Penalty: 4251.553711
	Iteration 47F: 3 clusters Score -640937.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (27249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27249 members 
Entering Unmasked Estep 
Score: -3471821.250000 Penalty: 2532.767578
	Iteration 0F: 2 clusters Score -3471821 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13572 members 
Mstep: Class 2 contains 13677 members 
Entering Unmasked Estep 
Score: -3453090.250000 Penalty: 5065.535156
	Iteration 0F: 3 clusters Score -3453090 nChanged 12206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13248 members 
Mstep: Class 2 contains 14001 members 
Entering Unmasked Estep 
Score: -3459705.750000 Penalty: 5065.535156
	Iteration 1F: 3 clusters Score -3459706 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12896 members 
Mstep: Class 2 contains 14353 members 
Entering Unmasked Estep 
Score: -3460449.000000 Penalty: 5065.535156
	Iteration 2F: 3 clusters Score -3460449 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12402 members 
Mstep: Class 2 contains 14847 members 
Entering Unmasked Estep 
Score: -3461305.000000 Penalty: 5065.535156
	Iteration 3F: 3 clusters Score -3461305 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11735 members 
Mstep: Class 2 contains 15514 members 
Entering Unmasked Estep 
Score: -3462288.750000 Penalty: 5065.535156
	Iteration 4F: 3 clusters Score -3462289 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10910 members 
Mstep: Class 2 contains 16339 members 
Entering Unmasked Estep 
Score: -3463436.500000 Penalty: 5065.535156
	Iteration 5F: 3 clusters Score -3463436 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 17244 members 
Entering Unmasked Estep 
Score: -3464623.250000 Penalty: 5065.535156
	Iteration 6F: 3 clusters Score -3464623 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 18109 members 
Entering Unmasked Estep 
Score: -3465892.500000 Penalty: 5065.535156
	Iteration 7F: 3 clusters Score -3465892 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 18801 members 
Entering Unmasked Estep 
Score: -3467224.000000 Penalty: 5065.535156
	Iteration 8F: 3 clusters Score -3467224 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 19276 members 
Entering Unmasked Estep 
Score: -3468365.500000 Penalty: 5065.535156
	Iteration 9Q: 3 clusters Score -3468366 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 19560 members 
Entering Unmasked Estep 
Score: -3469043.000000 Penalty: 5065.535156
	Iteration 10Q: 3 clusters Score -3469043 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 19747 members 
Entering Unmasked Estep 
Score: -3469383.500000 Penalty: 5065.535156
	Iteration 11Q: 3 clusters Score -3469384 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 19895 members 
Entering Unmasked Estep 
Score: -3469579.250000 Penalty: 5065.535156
	Iteration 12Q: 3 clusters Score -3469579 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 20017 members 
Entering Unmasked Estep 
Score: -3469709.000000 Penalty: 5065.535156
	Iteration 13Q: 3 clusters Score -3469709 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 20123 members 
Entering Unmasked Estep 
Score: -3469776.500000 Penalty: 5065.535156
	Iteration 14Q: 3 clusters Score -3469776 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 20236 members 
Entering Unmasked Estep 
Score: -3469857.000000 Penalty: 5065.535156
	Iteration 15Q: 3 clusters Score -3469857 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 20350 members 
Entering Unmasked Estep 
Score: -3469897.000000 Penalty: 5065.535156
	Iteration 16Q: 3 clusters Score -3469897 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 20451 members 
Entering Unmasked Estep 
Score: -3469942.250000 Penalty: 5065.535156
	Iteration 17Q: 3 clusters Score -3469942 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 20549 members 
Entering Unmasked Estep 
Score: -3469967.250000 Penalty: 5065.535156
	Iteration 18Q: 3 clusters Score -3469967 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 20653 members 
Entering Unmasked Estep 
Score: -3469982.500000 Penalty: 5065.535156
	Iteration 19Q: 3 clusters Score -3469982 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 20739 members 
Entering Unmasked Estep 
Score: -3470013.500000 Penalty: 5065.535156
	Iteration 20F: 3 clusters Score -3470014 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 20818 members 
Entering Unmasked Estep 
Score: -3470027.250000 Penalty: 5065.535156
	Iteration 21Q: 3 clusters Score -3470027 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 20884 members 
Entering Unmasked Estep 
Score: -3470032.500000 Penalty: 5065.535156
	Iteration 22Q: 3 clusters Score -3470032 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 20951 members 
Entering Unmasked Estep 
Score: -3470050.000000 Penalty: 5065.535156
	Iteration 23Q: 3 clusters Score -3470050 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 21016 members 
Entering Unmasked Estep 
Score: -3470077.250000 Penalty: 5065.535156
	Iteration 24Q: 3 clusters Score -3470077 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 21082 members 
Entering Unmasked Estep 
Score: -3470091.250000 Penalty: 5065.535156
	Iteration 25Q: 3 clusters Score -3470091 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 21141 members 
Entering Unmasked Estep 
Score: -3470110.500000 Penalty: 5065.535156
	Iteration 26Q: 3 clusters Score -3470110 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 21200 members 
Entering Unmasked Estep 
Score: -3470122.500000 Penalty: 5065.535156
	Iteration 27Q: 3 clusters Score -3470122 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 21260 members 
Entering Unmasked Estep 
Score: -3470152.000000 Penalty: 5065.535156
	Iteration 28Q: 3 clusters Score -3470152 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 21306 members 
Entering Unmasked Estep 
Score: -3470147.750000 Penalty: 5065.535156
	Iteration 29Q: 3 clusters Score -3470148 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 21356 members 
Entering Unmasked Estep 
Score: -3470160.000000 Penalty: 5065.535156
	Iteration 30Q: 3 clusters Score -3470160 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 21411 members 
Entering Unmasked Estep 
Score: -3470169.250000 Penalty: 5065.535156
	Iteration 31Q: 3 clusters Score -3470169 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 21467 members 
Entering Unmasked Estep 
Score: -3470174.000000 Penalty: 5065.535156
	Iteration 32Q: 3 clusters Score -3470174 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 21519 members 
Entering Unmasked Estep 
Score: -3470182.750000 Penalty: 5065.535156
	Iteration 33Q: 3 clusters Score -3470183 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 21560 members 
Entering Unmasked Estep 
Score: -3470203.500000 Penalty: 5065.535156
	Iteration 34Q: 3 clusters Score -3470204 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 21603 members 
Entering Unmasked Estep 
Score: -3470204.250000 Penalty: 5065.535156
	Iteration 35Q: 3 clusters Score -3470204 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 21640 members 
Entering Unmasked Estep 
Score: -3470216.500000 Penalty: 5065.535156
	Iteration 36Q: 3 clusters Score -3470216 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 21680 members 
Entering Unmasked Estep 
Score: -3470225.500000 Penalty: 5065.535156
	Iteration 37Q: 3 clusters Score -3470226 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 21715 members 
Entering Unmasked Estep 
Score: -3470217.500000 Penalty: 5065.535156
	Iteration 38Q: 3 clusters Score -3470218 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 21745 members 
Entering Unmasked Estep 
Score: -3470227.500000 Penalty: 5065.535156
	Iteration 39Q: 3 clusters Score -3470228 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 21773 members 
Entering Unmasked Estep 
Score: -3470221.000000 Penalty: 5065.535156
	Iteration 40F: 3 clusters Score -3470221 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 21805 members 
Entering Unmasked Estep 
Score: -3470220.250000 Penalty: 5065.535156
	Iteration 41Q: 3 clusters Score -3470220 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 21835 members 
Entering Unmasked Estep 
Score: -3470220.500000 Penalty: 5065.535156
	Iteration 42Q: 3 clusters Score -3470220 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 21863 members 
Entering Unmasked Estep 
Score: -3470234.000000 Penalty: 5065.535156
	Iteration 43Q: 3 clusters Score -3470234 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 21888 members 
Entering Unmasked Estep 
Score: -3470231.500000 Penalty: 5065.535156
	Iteration 44Q: 3 clusters Score -3470232 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 21918 members 
Entering Unmasked Estep 
Score: -3470225.250000 Penalty: 5065.535156
	Iteration 45Q: 3 clusters Score -3470225 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 21948 members 
Entering Unmasked Estep 
Score: -3470228.000000 Penalty: 5065.535156
	Iteration 46Q: 3 clusters Score -3470228 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 21976 members 
Entering Unmasked Estep 
Score: -3470238.000000 Penalty: 5065.535156
	Iteration 47Q: 3 clusters Score -3470238 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 22015 members 
Entering Unmasked Estep 
Score: -3470250.250000 Penalty: 5065.535156
	Iteration 48Q: 3 clusters Score -3470250 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 22045 members 
Entering Unmasked Estep 
Score: -3470253.250000 Penalty: 5065.535156
	Iteration 49Q: 3 clusters Score -3470253 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 22077 members 
Entering Unmasked Estep 
Score: -3470259.000000 Penalty: 5065.535156
	Iteration 50Q: 3 clusters Score -3470259 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 22100 members 
Entering Unmasked Estep 
Score: -3470263.000000 Penalty: 5065.535156
	Iteration 51Q: 3 clusters Score -3470263 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 22114 members 
Entering Unmasked Estep 
Score: -3470263.750000 Penalty: 5065.535156
	Iteration 52Q: 3 clusters Score -3470264 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 22130 members 
Entering Unmasked Estep 
Score: -3470262.750000 Penalty: 5065.535156
	Iteration 53Q: 3 clusters Score -3470263 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 22141 members 
Entering Unmasked Estep 
Score: -3470271.500000 Penalty: 5065.535156
	Iteration 54Q: 3 clusters Score -3470272 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 22152 members 
Entering Unmasked Estep 
Score: -3470268.250000 Penalty: 5065.535156
	Iteration 55Q: 3 clusters Score -3470268 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 22158 members 
Entering Unmasked Estep 
Score: -3470268.250000 Penalty: 5065.535156
	Iteration 56Q: 3 clusters Score -3470268 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 22163 members 
Entering Unmasked Estep 
Score: -3470275.750000 Penalty: 5065.535156
	Iteration 57Q: 3 clusters Score -3470276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 22165 members 
Entering Unmasked Estep 
Score: -3470278.500000 Penalty: 5065.535156
	Iteration 58Q: 3 clusters Score -3470278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 22168 members 
Entering Unmasked Estep 
Score: -3470274.750000 Penalty: 5065.535156
	Iteration 59Q: 3 clusters Score -3470275 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 22170 members 
Entering Unmasked Estep 
Score: -3470274.000000 Penalty: 5065.535156
	Iteration 60F: 3 clusters Score -3470274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 22173 members 
Entering Unmasked Estep 
Score: -3470274.750000 Penalty: 5065.535156
	Iteration 61Q: 3 clusters Score -3470275 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 22176 members 
Entering Unmasked Estep 
Score: -3470275.750000 Penalty: 5065.535156
	Iteration 62Q: 3 clusters Score -3470276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 22178 members 
Entering Unmasked Estep 
Score: -3470278.500000 Penalty: 5065.535156
	Iteration 63Q: 3 clusters Score -3470278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 22179 members 
Entering Unmasked Estep 
Score: -3470274.000000 Penalty: 5065.535156
	Iteration 64Q: 3 clusters Score -3470274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 22181 members 
Entering Unmasked Estep 
Score: -3470273.250000 Penalty: 5065.535156
	Iteration 65Q: 3 clusters Score -3470273 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 22183 members 
Entering Unmasked Estep 
Score: -3470271.000000 Penalty: 5065.535156
	Iteration 66Q: 3 clusters Score -3470271 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 22184 members 
Entering Unmasked Estep 
Score: -3470274.250000 Penalty: 5065.535156
	Iteration 67Q: 3 clusters Score -3470274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 22186 members 
Entering Unmasked Estep 
Score: -3470276.000000 Penalty: 5065.535156
	Iteration 68Q: 3 clusters Score -3470276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 22188 members 
Entering Unmasked Estep 
Score: -3470276.000000 Penalty: 5065.535156
	Iteration 69Q: 3 clusters Score -3470276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 22190 members 
Entering Unmasked Estep 
Score: -3470274.000000 Penalty: 5065.535156
	Iteration 70Q: 3 clusters Score -3470274 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 22191 members 
Entering Unmasked Estep 
Score: -3470275.750000 Penalty: 5065.535156
	Iteration 71Q: 3 clusters Score -3470276 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 22192 members 
Entering Unmasked Estep 
Score: -3470277.250000 Penalty: 5065.535156
	Iteration 72Q: 3 clusters Score -3470277 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 22193 members 
Entering Unmasked Estep 
Score: -3470275.750000 Penalty: 5065.535156
	Iteration 73Q: 3 clusters Score -3470276 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 22194 members 
Entering Unmasked Estep 
Score: -3470279.000000 Penalty: 5065.535156
	Iteration 74Q: 3 clusters Score -3470279 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 22195 members 
Entering Unmasked Estep 
Score: -3470280.750000 Penalty: 5065.535156
	Iteration 75Q: 3 clusters Score -3470281 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 22196 members 
Entering Unmasked Estep 
Score: -3470279.750000 Penalty: 5065.535156
	Iteration 76Q: 3 clusters Score -3470280 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 22196 members 
Entering Unmasked Estep 
Score: -3470279.750000 Penalty: 5065.535156
	Iteration 77F: 3 clusters Score -3470280 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (8286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Entering Unmasked Estep 
Score: -942969.875000 Penalty: 2237.536133
	Iteration 0F: 2 clusters Score -942969.9 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 4179 members 
Entering Unmasked Estep 
Score: -936309.500000 Penalty: 4475.072266
	Iteration 0F: 3 clusters Score -936309.5 nChanged 3436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -938112.437500 Penalty: 4475.072266
	Iteration 1F: 3 clusters Score -938112.4 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -938424.562500 Penalty: 4475.072266
	Iteration 2F: 3 clusters Score -938424.6 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -938693.937500 Penalty: 4475.072266
	Iteration 3F: 3 clusters Score -938693.9 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -938900.750000 Penalty: 4475.072266
	Iteration 4Q: 3 clusters Score -938900.8 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -939067.187500 Penalty: 4475.072266
	Iteration 5Q: 3 clusters Score -939067.2 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -939208.125000 Penalty: 4475.072266
	Iteration 6Q: 3 clusters Score -939208.1 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -939335.937500 Penalty: 4475.072266
	Iteration 7Q: 3 clusters Score -939335.9 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -939466.062500 Penalty: 4475.072266
	Iteration 8Q: 3 clusters Score -939466.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -939589.062500 Penalty: 4475.072266
	Iteration 9Q: 3 clusters Score -939589.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -939698.250000 Penalty: 4475.072266
	Iteration 10Q: 3 clusters Score -939698.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -939820.812500 Penalty: 4475.072266
	Iteration 11Q: 3 clusters Score -939820.8 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -939954.312500 Penalty: 4475.072266
	Iteration 12Q: 3 clusters Score -939954.3 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -940090.437500 Penalty: 4475.072266
	Iteration 13Q: 3 clusters Score -940090.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -940219.875000 Penalty: 4475.072266
	Iteration 14Q: 3 clusters Score -940219.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -940345.375000 Penalty: 4475.072266
	Iteration 15Q: 3 clusters Score -940345.4 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -940464.812500 Penalty: 4475.072266
	Iteration 16Q: 3 clusters Score -940464.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -940573.125000 Penalty: 4475.072266
	Iteration 17Q: 3 clusters Score -940573.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -940673.812500 Penalty: 4475.072266
	Iteration 18Q: 3 clusters Score -940673.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -940768.000000 Penalty: 4475.072266
	Iteration 19Q: 3 clusters Score -940768 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -940857.687500 Penalty: 4475.072266
	Iteration 20F: 3 clusters Score -940857.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -940922.187500 Penalty: 4475.072266
	Iteration 21Q: 3 clusters Score -940922.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -940976.937500 Penalty: 4475.072266
	Iteration 22Q: 3 clusters Score -940976.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -941020.062500 Penalty: 4475.072266
	Iteration 23Q: 3 clusters Score -941020.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -941069.437500 Penalty: 4475.072266
	Iteration 24Q: 3 clusters Score -941069.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -941106.062500 Penalty: 4475.072266
	Iteration 25Q: 3 clusters Score -941106.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -941140.375000 Penalty: 4475.072266
	Iteration 26Q: 3 clusters Score -941140.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -941167.750000 Penalty: 4475.072266
	Iteration 27Q: 3 clusters Score -941167.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -941188.500000 Penalty: 4475.072266
	Iteration 28Q: 3 clusters Score -941188.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -941205.750000 Penalty: 4475.072266
	Iteration 29Q: 3 clusters Score -941205.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -941223.250000 Penalty: 4475.072266
	Iteration 30Q: 3 clusters Score -941223.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -941230.687500 Penalty: 4475.072266
	Iteration 31Q: 3 clusters Score -941230.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -941244.937500 Penalty: 4475.072266
	Iteration 32Q: 3 clusters Score -941244.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -941252.875000 Penalty: 4475.072266
	Iteration 33Q: 3 clusters Score -941252.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -941256.875000 Penalty: 4475.072266
	Iteration 34Q: 3 clusters Score -941256.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -941259.937500 Penalty: 4475.072266
	Iteration 35Q: 3 clusters Score -941259.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -941265.312500 Penalty: 4475.072266
	Iteration 36Q: 3 clusters Score -941265.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -941270.812500 Penalty: 4475.072266
	Iteration 37Q: 3 clusters Score -941270.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -941275.437500 Penalty: 4475.072266
	Iteration 38Q: 3 clusters Score -941275.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -941279.375000 Penalty: 4475.072266
	Iteration 39Q: 3 clusters Score -941279.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -941281.750000 Penalty: 4475.072266
	Iteration 40F: 3 clusters Score -941281.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -941287.437500 Penalty: 4475.072266
	Iteration 41Q: 3 clusters Score -941287.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -941292.750000 Penalty: 4475.072266
	Iteration 42Q: 3 clusters Score -941292.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -941293.375000 Penalty: 4475.072266
	Iteration 43Q: 3 clusters Score -941293.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -941294.562500 Penalty: 4475.072266
	Iteration 44Q: 3 clusters Score -941294.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -941296.562500 Penalty: 4475.072266
	Iteration 45Q: 3 clusters Score -941296.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -941297.875000 Penalty: 4475.072266
	Iteration 46Q: 3 clusters Score -941297.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -941297.750000 Penalty: 4475.072266
	Iteration 47Q: 3 clusters Score -941297.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -941297.625000 Penalty: 4475.072266
	Iteration 48Q: 3 clusters Score -941297.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -941297.125000 Penalty: 4475.072266
	Iteration 49Q: 3 clusters Score -941297.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -941298.000000 Penalty: 4475.072266
	Iteration 50Q: 3 clusters Score -941298 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -941297.312500 Penalty: 4475.072266
	Iteration 51Q: 3 clusters Score -941297.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -941296.562500 Penalty: 4475.072266
	Iteration 52Q: 3 clusters Score -941296.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -941298.562500 Penalty: 4475.072266
	Iteration 53Q: 3 clusters Score -941298.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -941296.750000 Penalty: 4475.072266
	Iteration 54Q: 3 clusters Score -941296.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -941300.687500 Penalty: 4475.072266
	Iteration 55Q: 3 clusters Score -941300.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -941300.125000 Penalty: 4475.072266
	Iteration 56Q: 3 clusters Score -941300.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -941301.375000 Penalty: 4475.072266
	Iteration 57Q: 3 clusters Score -941301.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -941303.125000 Penalty: 4475.072266
	Iteration 58Q: 3 clusters Score -941303.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -941301.500000 Penalty: 4475.072266
	Iteration 59Q: 3 clusters Score -941301.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -941304.500000 Penalty: 4475.072266
	Iteration 60F: 3 clusters Score -941304.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -941305.500000 Penalty: 4475.072266
	Iteration 61Q: 3 clusters Score -941305.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -941308.500000 Penalty: 4475.072266
	Iteration 62Q: 3 clusters Score -941308.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -941311.625000 Penalty: 4475.072266
	Iteration 63Q: 3 clusters Score -941311.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -941311.312500 Penalty: 4475.072266
	Iteration 64Q: 3 clusters Score -941311.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -941312.125000 Penalty: 4475.072266
	Iteration 65Q: 3 clusters Score -941312.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -941313.437500 Penalty: 4475.072266
	Iteration 66Q: 3 clusters Score -941313.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -941314.500000 Penalty: 4475.072266
	Iteration 67Q: 3 clusters Score -941314.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -941316.375000 Penalty: 4475.072266
	Iteration 68Q: 3 clusters Score -941316.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -941316.937500 Penalty: 4475.072266
	Iteration 69Q: 3 clusters Score -941316.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -941318.125000 Penalty: 4475.072266
	Iteration 70Q: 3 clusters Score -941318.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -941318.125000 Penalty: 4475.072266
	Iteration 71F: 3 clusters Score -941318.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Entering Unmasked Estep 
Score: -548387.937500 Penalty: 2085.582764
	Iteration 0F: 2 clusters Score -548387.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -544185.562500 Penalty: 4171.165527
	Iteration 0F: 3 clusters Score -544185.6 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -545169.750000 Penalty: 4171.165527
	Iteration 1F: 3 clusters Score -545169.8 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -545391.562500 Penalty: 4171.165527
	Iteration 2F: 3 clusters Score -545391.6 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -545549.187500 Penalty: 4171.165527
	Iteration 3F: 3 clusters Score -545549.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -545736.875000 Penalty: 4171.165527
	Iteration 4F: 3 clusters Score -545736.9 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -545966.875000 Penalty: 4171.165527
	Iteration 5F: 3 clusters Score -545966.9 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -546247.062500 Penalty: 4171.165527
	Iteration 6F: 3 clusters Score -546247.1 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -546561.375000 Penalty: 4171.165527
	Iteration 7F: 3 clusters Score -546561.4 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -546853.187500 Penalty: 4171.165527
	Iteration 8F: 3 clusters Score -546853.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -547046.812500 Penalty: 4171.165527
	Iteration 9Q: 3 clusters Score -547046.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -547147.312500 Penalty: 4171.165527
	Iteration 10Q: 3 clusters Score -547147.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -547195.687500 Penalty: 4171.165527
	Iteration 11Q: 3 clusters Score -547195.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -547224.187500 Penalty: 4171.165527
	Iteration 12Q: 3 clusters Score -547224.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -547241.250000 Penalty: 4171.165527
	Iteration 13Q: 3 clusters Score -547241.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -547260.062500 Penalty: 4171.165527
	Iteration 14Q: 3 clusters Score -547260.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -547275.062500 Penalty: 4171.165527
	Iteration 15Q: 3 clusters Score -547275.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -547292.750000 Penalty: 4171.165527
	Iteration 16Q: 3 clusters Score -547292.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -547308.875000 Penalty: 4171.165527
	Iteration 17Q: 3 clusters Score -547308.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -547323.562500 Penalty: 4171.165527
	Iteration 18Q: 3 clusters Score -547323.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -547330.562500 Penalty: 4171.165527
	Iteration 19Q: 3 clusters Score -547330.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -547341.187500 Penalty: 4171.165527
	Iteration 20F: 3 clusters Score -547341.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -547352.000000 Penalty: 4171.165527
	Iteration 21Q: 3 clusters Score -547352 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -547355.625000 Penalty: 4171.165527
	Iteration 22Q: 3 clusters Score -547355.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -547358.312500 Penalty: 4171.165527
	Iteration 23Q: 3 clusters Score -547358.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -547360.875000 Penalty: 4171.165527
	Iteration 24Q: 3 clusters Score -547360.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -547363.062500 Penalty: 4171.165527
	Iteration 25Q: 3 clusters Score -547363.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -547366.125000 Penalty: 4171.165527
	Iteration 26Q: 3 clusters Score -547366.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -547373.562500 Penalty: 4171.165527
	Iteration 27Q: 3 clusters Score -547373.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -547376.500000 Penalty: 4171.165527
	Iteration 28Q: 3 clusters Score -547376.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -547379.500000 Penalty: 4171.165527
	Iteration 29Q: 3 clusters Score -547379.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -547381.500000 Penalty: 4171.165527
	Iteration 30Q: 3 clusters Score -547381.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -547382.750000 Penalty: 4171.165527
	Iteration 31Q: 3 clusters Score -547382.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -547383.750000 Penalty: 4171.165527
	Iteration 32Q: 3 clusters Score -547383.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -547383.750000 Penalty: 4171.165527
	Iteration 33F: 3 clusters Score -547383.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (26582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26582 members 
Entering Unmasked Estep 
Score: -3390051.500000 Penalty: 2526.621338
	Iteration 0F: 2 clusters Score -3390052 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13214 members 
Mstep: Class 2 contains 13368 members 
Entering Unmasked Estep 
Score: -3371627.750000 Penalty: 5053.242676
	Iteration 0F: 3 clusters Score -3371628 nChanged 11935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12937 members 
Mstep: Class 2 contains 13645 members 
Entering Unmasked Estep 
Score: -3378252.500000 Penalty: 5053.242676
	Iteration 1F: 3 clusters Score -3378252 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12860 members 
Mstep: Class 2 contains 13722 members 
Entering Unmasked Estep 
Score: -3379044.000000 Penalty: 5053.242676
	Iteration 2F: 3 clusters Score -3379044 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12749 members 
Mstep: Class 2 contains 13833 members 
Entering Unmasked Estep 
Score: -3379787.500000 Penalty: 5053.242676
	Iteration 3F: 3 clusters Score -3379788 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12624 members 
Mstep: Class 2 contains 13958 members 
Entering Unmasked Estep 
Score: -3380449.000000 Penalty: 5053.242676
	Iteration 4F: 3 clusters Score -3380449 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12467 members 
Mstep: Class 2 contains 14115 members 
Entering Unmasked Estep 
Score: -3381026.000000 Penalty: 5053.242676
	Iteration 5Q: 3 clusters Score -3381026 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12302 members 
Mstep: Class 2 contains 14280 members 
Entering Unmasked Estep 
Score: -3381588.250000 Penalty: 5053.242676
	Iteration 6Q: 3 clusters Score -3381588 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12114 members 
Mstep: Class 2 contains 14468 members 
Entering Unmasked Estep 
Score: -3382135.750000 Penalty: 5053.242676
	Iteration 7Q: 3 clusters Score -3382136 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11898 members 
Mstep: Class 2 contains 14684 members 
Entering Unmasked Estep 
Score: -3382796.500000 Penalty: 5053.242676
	Iteration 8Q: 3 clusters Score -3382796 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11665 members 
Mstep: Class 2 contains 14917 members 
Entering Unmasked Estep 
Score: -3383609.500000 Penalty: 5053.242676
	Iteration 9Q: 3 clusters Score -3383610 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11396 members 
Mstep: Class 2 contains 15186 members 
Entering Unmasked Estep 
Score: -3384485.750000 Penalty: 5053.242676
	Iteration 10Q: 3 clusters Score -3384486 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10977 members 
Mstep: Class 2 contains 15605 members 
Entering Unmasked Estep 
Score: -3385176.750000 Penalty: 5053.242676
	Iteration 11Q: 3 clusters Score -3385177 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10532 members 
Mstep: Class 2 contains 16050 members 
Entering Unmasked Estep 
Score: -3385684.500000 Penalty: 5053.242676
	Iteration 12Q: 3 clusters Score -3385684 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10002 members 
Mstep: Class 2 contains 16580 members 
Entering Unmasked Estep 
Score: -3386182.500000 Penalty: 5053.242676
	Iteration 13Q: 3 clusters Score -3386182 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9391 members 
Mstep: Class 2 contains 17191 members 
Entering Unmasked Estep 
Score: -3386683.250000 Penalty: 5053.242676
	Iteration 14Q: 3 clusters Score -3386683 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 17836 members 
Entering Unmasked Estep 
Score: -3387153.500000 Penalty: 5053.242676
	Iteration 15Q: 3 clusters Score -3387154 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 18440 members 
Entering Unmasked Estep 
Score: -3387535.500000 Penalty: 5053.242676
	Iteration 16Q: 3 clusters Score -3387536 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 18976 members 
Entering Unmasked Estep 
Score: -3387853.750000 Penalty: 5053.242676
	Iteration 17Q: 3 clusters Score -3387854 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 19470 members 
Entering Unmasked Estep 
Score: -3388140.750000 Penalty: 5053.242676
	Iteration 18Q: 3 clusters Score -3388141 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 19884 members 
Entering Unmasked Estep 
Score: -3388336.750000 Penalty: 5053.242676
	Iteration 19Q: 3 clusters Score -3388337 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 20234 members 
Entering Unmasked Estep 
Score: -3388465.750000 Penalty: 5053.242676
	Iteration 20F: 3 clusters Score -3388466 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 20572 members 
Entering Unmasked Estep 
Score: -3388591.750000 Penalty: 5053.242676
	Iteration 21Q: 3 clusters Score -3388592 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 20847 members 
Entering Unmasked Estep 
Score: -3388673.750000 Penalty: 5053.242676
	Iteration 22Q: 3 clusters Score -3388674 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 21086 members 
Entering Unmasked Estep 
Score: -3388740.750000 Penalty: 5053.242676
	Iteration 23Q: 3 clusters Score -3388741 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 21293 members 
Entering Unmasked Estep 
Score: -3388787.250000 Penalty: 5053.242676
	Iteration 24Q: 3 clusters Score -3388787 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 21444 members 
Entering Unmasked Estep 
Score: -3388823.500000 Penalty: 5053.242676
	Iteration 25Q: 3 clusters Score -3388824 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 21603 members 
Entering Unmasked Estep 
Score: -3388853.750000 Penalty: 5053.242676
	Iteration 26Q: 3 clusters Score -3388854 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 21749 members 
Entering Unmasked Estep 
Score: -3388890.000000 Penalty: 5053.242676
	Iteration 27Q: 3 clusters Score -3388890 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 21883 members 
Entering Unmasked Estep 
Score: -3388919.500000 Penalty: 5053.242676
	Iteration 28Q: 3 clusters Score -3388920 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 22013 members 
Entering Unmasked Estep 
Score: -3388945.250000 Penalty: 5053.242676
	Iteration 29Q: 3 clusters Score -3388945 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 22112 members 
Entering Unmasked Estep 
Score: -3388961.250000 Penalty: 5053.242676
	Iteration 30Q: 3 clusters Score -3388961 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 22197 members 
Entering Unmasked Estep 
Score: -3388978.750000 Penalty: 5053.242676
	Iteration 31Q: 3 clusters Score -3388979 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 22270 members 
Entering Unmasked Estep 
Score: -3388990.250000 Penalty: 5053.242676
	Iteration 32Q: 3 clusters Score -3388990 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 22320 members 
Entering Unmasked Estep 
Score: -3389001.500000 Penalty: 5053.242676
	Iteration 33Q: 3 clusters Score -3389002 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 22371 members 
Entering Unmasked Estep 
Score: -3389004.000000 Penalty: 5053.242676
	Iteration 34Q: 3 clusters Score -3389004 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 22411 members 
Entering Unmasked Estep 
Score: -3389011.250000 Penalty: 5053.242676
	Iteration 35Q: 3 clusters Score -3389011 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 22448 members 
Entering Unmasked Estep 
Score: -3389014.500000 Penalty: 5053.242676
	Iteration 36Q: 3 clusters Score -3389014 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 22482 members 
Entering Unmasked Estep 
Score: -3389017.000000 Penalty: 5053.242676
	Iteration 37Q: 3 clusters Score -3389017 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 22514 members 
Entering Unmasked Estep 
Score: -3389019.250000 Penalty: 5053.242676
	Iteration 38Q: 3 clusters Score -3389019 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 22549 members 
Entering Unmasked Estep 
Score: -3389023.250000 Penalty: 5053.242676
	Iteration 39Q: 3 clusters Score -3389023 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 22581 members 
Entering Unmasked Estep 
Score: -3389025.000000 Penalty: 5053.242676
	Iteration 40F: 3 clusters Score -3389025 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 22611 members 
Entering Unmasked Estep 
Score: -3389029.500000 Penalty: 5053.242676
	Iteration 41Q: 3 clusters Score -3389030 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 22640 members 
Entering Unmasked Estep 
Score: -3389040.000000 Penalty: 5053.242676
	Iteration 42Q: 3 clusters Score -3389040 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 22670 members 
Entering Unmasked Estep 
Score: -3389050.750000 Penalty: 5053.242676
	Iteration 43Q: 3 clusters Score -3389051 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 22694 members 
Entering Unmasked Estep 
Score: -3389049.000000 Penalty: 5053.242676
	Iteration 44Q: 3 clusters Score -3389049 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 22708 members 
Entering Unmasked Estep 
Score: -3389050.250000 Penalty: 5053.242676
	Iteration 45Q: 3 clusters Score -3389050 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 22720 members 
Entering Unmasked Estep 
Score: -3389055.000000 Penalty: 5053.242676
	Iteration 46Q: 3 clusters Score -3389055 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 22733 members 
Entering Unmasked Estep 
Score: -3389058.250000 Penalty: 5053.242676
	Iteration 47Q: 3 clusters Score -3389058 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 22743 members 
Entering Unmasked Estep 
Score: -3389057.750000 Penalty: 5053.242676
	Iteration 48Q: 3 clusters Score -3389058 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 22758 members 
Entering Unmasked Estep 
Score: -3389061.250000 Penalty: 5053.242676
	Iteration 49Q: 3 clusters Score -3389061 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 22773 members 
Entering Unmasked Estep 
Score: -3389066.750000 Penalty: 5053.242676
	Iteration 50Q: 3 clusters Score -3389067 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 22787 members 
Entering Unmasked Estep 
Score: -3389062.000000 Penalty: 5053.242676
	Iteration 51Q: 3 clusters Score -3389062 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 22800 members 
Entering Unmasked Estep 
Score: -3389066.750000 Penalty: 5053.242676
	Iteration 52Q: 3 clusters Score -3389067 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 22811 members 
Entering Unmasked Estep 
Score: -3389071.250000 Penalty: 5053.242676
	Iteration 53Q: 3 clusters Score -3389071 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 22817 members 
Entering Unmasked Estep 
Score: -3389077.000000 Penalty: 5053.242676
	Iteration 54Q: 3 clusters Score -3389077 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 22822 members 
Entering Unmasked Estep 
Score: -3389073.000000 Penalty: 5053.242676
	Iteration 55Q: 3 clusters Score -3389073 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 22827 members 
Entering Unmasked Estep 
Score: -3389074.750000 Penalty: 5053.242676
	Iteration 56Q: 3 clusters Score -3389075 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 22835 members 
Entering Unmasked Estep 
Score: -3389074.750000 Penalty: 5053.242676
	Iteration 57Q: 3 clusters Score -3389075 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 22844 members 
Entering Unmasked Estep 
Score: -3389079.500000 Penalty: 5053.242676
	Iteration 58Q: 3 clusters Score -3389080 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 22851 members 
Entering Unmasked Estep 
Score: -3389080.500000 Penalty: 5053.242676
	Iteration 59Q: 3 clusters Score -3389080 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 22857 members 
Entering Unmasked Estep 
Score: -3389084.750000 Penalty: 5053.242676
	Iteration 60F: 3 clusters Score -3389085 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 22864 members 
Entering Unmasked Estep 
Score: -3389086.000000 Penalty: 5053.242676
	Iteration 61Q: 3 clusters Score -3389086 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 22875 members 
Entering Unmasked Estep 
Score: -3389085.250000 Penalty: 5053.242676
	Iteration 62Q: 3 clusters Score -3389085 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 22885 members 
Entering Unmasked Estep 
Score: -3389088.750000 Penalty: 5053.242676
	Iteration 63Q: 3 clusters Score -3389089 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 22894 members 
Entering Unmasked Estep 
Score: -3389090.250000 Penalty: 5053.242676
	Iteration 64Q: 3 clusters Score -3389090 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 22901 members 
Entering Unmasked Estep 
Score: -3389093.250000 Penalty: 5053.242676
	Iteration 65Q: 3 clusters Score -3389093 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 22904 members 
Entering Unmasked Estep 
Score: -3389093.250000 Penalty: 5053.242676
	Iteration 66Q: 3 clusters Score -3389093 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 22910 members 
Entering Unmasked Estep 
Score: -3389092.250000 Penalty: 5053.242676
	Iteration 67Q: 3 clusters Score -3389092 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 22914 members 
Entering Unmasked Estep 
Score: -3389094.250000 Penalty: 5053.242676
	Iteration 68Q: 3 clusters Score -3389094 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 22919 members 
Entering Unmasked Estep 
Score: -3389098.750000 Penalty: 5053.242676
	Iteration 69Q: 3 clusters Score -3389099 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 22923 members 
Entering Unmasked Estep 
Score: -3389094.750000 Penalty: 5053.242676
	Iteration 70Q: 3 clusters Score -3389095 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 22925 members 
Entering Unmasked Estep 
Score: -3389097.250000 Penalty: 5053.242676
	Iteration 71Q: 3 clusters Score -3389097 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 22926 members 
Entering Unmasked Estep 
Score: -3389096.250000 Penalty: 5053.242676
	Iteration 72Q: 3 clusters Score -3389096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 22927 members 
Entering Unmasked Estep 
Score: -3389093.750000 Penalty: 5053.242676
	Iteration 73Q: 3 clusters Score -3389094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 22930 members 
Entering Unmasked Estep 
Score: -3389093.250000 Penalty: 5053.242676
	Iteration 74Q: 3 clusters Score -3389093 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 22934 members 
Entering Unmasked Estep 
Score: -3389092.750000 Penalty: 5053.242676
	Iteration 75Q: 3 clusters Score -3389093 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 22936 members 
Entering Unmasked Estep 
Score: -3389092.250000 Penalty: 5053.242676
	Iteration 76Q: 3 clusters Score -3389092 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 22937 members 
Entering Unmasked Estep 
Score: -3389092.750000 Penalty: 5053.242676
	Iteration 77Q: 3 clusters Score -3389093 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 22939 members 
Entering Unmasked Estep 
Score: -3389091.250000 Penalty: 5053.242676
	Iteration 78Q: 3 clusters Score -3389091 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 22941 members 
Entering Unmasked Estep 
Score: -3389088.500000 Penalty: 5053.242676
	Iteration 79Q: 3 clusters Score -3389088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 22942 members 
Entering Unmasked Estep 
Score: -3389087.750000 Penalty: 5053.242676
	Iteration 80F: 3 clusters Score -3389088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 22945 members 
Entering Unmasked Estep 
Score: -3389085.750000 Penalty: 5053.242676
	Iteration 81Q: 3 clusters Score -3389086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 22947 members 
Entering Unmasked Estep 
Score: -3389088.500000 Penalty: 5053.242676
	Iteration 82Q: 3 clusters Score -3389088 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 22949 members 
Entering Unmasked Estep 
Score: -3389088.000000 Penalty: 5053.242676
	Iteration 83Q: 3 clusters Score -3389088 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 22949 members 
Entering Unmasked Estep 
Score: -3389088.000000 Penalty: 5053.242676
	Iteration 84F: 3 clusters Score -3389088 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Entering Unmasked Estep 
Score: -104940.070312 Penalty: 1641.447266
	Iteration 0F: 2 clusters Score -104940.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -103563.257812 Penalty: 3282.894531
	Iteration 0F: 3 clusters Score -103563.3 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -104642.007812 Penalty: 3282.894531
	Iteration 1F: 3 clusters Score -104642 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -105191.765625 Penalty: 3282.894531
	Iteration 2F: 3 clusters Score -105191.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -105485.304688 Penalty: 3282.894531
	Iteration 3F: 3 clusters Score -105485.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -105757.968750 Penalty: 3282.894531
	Iteration 4Q: 3 clusters Score -105758 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -105853.531250 Penalty: 3282.894531
	Iteration 5Q: 3 clusters Score -105853.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -105894.945312 Penalty: 3282.894531
	Iteration 6Q: 3 clusters Score -105894.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -105933.304688 Penalty: 3282.894531
	Iteration 7Q: 3 clusters Score -105933.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -105968.507812 Penalty: 3282.894531
	Iteration 8Q: 3 clusters Score -105968.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -105987.015625 Penalty: 3282.894531
	Iteration 9Q: 3 clusters Score -105987 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -106002.765625 Penalty: 3282.894531
	Iteration 10Q: 3 clusters Score -106002.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -106012.054688 Penalty: 3282.894531
	Iteration 11Q: 3 clusters Score -106012.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -106012.664062 Penalty: 3282.894531
	Iteration 12Q: 3 clusters Score -106012.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -106012.664062 Penalty: 3282.894531
	Iteration 13F: 3 clusters Score -106012.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 52553 members 
Mstep: Class 3 contains 5280 members 
Mstep: Class 4 contains 27249 members 
Mstep: Class 5 contains 8286 members 
Mstep: Class 6 contains 4490 members 
Mstep: Class 7 contains 26582 members 
Mstep: Class 8 contains 469 members 
Mstep: Class 9 contains 10973 members 
Mstep: Class 10 contains 3040 members 
Mstep: Class 11 contains 37309 members 
Mstep: Class 12 contains 23336 members 
Mstep: Class 13 contains 215708 members 
Mstep: Class 14 contains 40995 members 
Mstep: Class 15 contains 688 members 
Mstep: Class 16 contains 29095 members 
Mstep: Class 17 contains 9366 members 
Mstep: Class 18 contains 14308 members 
Mstep: Class 19 contains 61584 members 
Mstep: Class 20 contains 10998 members 
Mstep: Class 21 contains 16567 members 
Mstep: Class 22 contains 2993 members 
Mstep: Class 23 contains 2570 members 
Mstep: Class 24 contains 18665 members 
Mstep: Class 25 contains 2068 members 
Mstep: Class 26 contains 22288 members 
Mstep: Class 27 contains 6174 members 
Mstep: Class 28 contains 4145 members 
Mstep: Class 29 contains 37122 members 
Mstep: Class 30 contains 4527 members 
Mstep: Class 31 contains 481 members 
Mstep: Class 32 contains 382 members 
Mstep: Class 33 contains 38551 members 
Mstep: Class 34 contains 605 members 
Mstep: Class 35 contains 8732 members 
Mstep: Class 36 contains 2453 members 
Mstep: Class 37 contains 164248 members 
Mstep: Class 38 contains 8339 members 
Mstep: Class 39 contains 4265 members 
Mstep: Class 40 contains 5324 members 
Mstep: Class 41 contains 2913 members 
Mstep: Class 42 contains 3709 members 
Mstep: Class 43 contains 550 members 
Mstep: Class 44 contains 3468 members 
Mstep: Class 45 contains 1907 members 
Mstep: Class 46 contains 391 members 
Mstep: Class 47 contains 5100 members 
Mstep: Class 48 contains 1825 members 
Mstep: Class 49 contains 4225 members 
Mstep: Class 50 contains 6309 members 
Mstep: Class 51 contains 175504 members 
Mstep: Class 52 contains 340 members 
Mstep: Class 53 contains 208 members 
Mstep: Class 54 contains 355 members 
Mstep: Class 55 contains 4301 members 
Mstep: Class 56 contains 2518 members 
Mstep: Class 57 contains 179 members 
Mstep: Class 58 contains 10459 members 
Mstep: Class 59 contains 656 members 
Mstep: Class 60 contains 17851 members 
Mstep: Class 61 contains 255 members 
Mstep: Class 62 contains 1211 members 
Mstep: Class 63 contains 438 members 
Mstep: Class 64 contains 344 members 
Mstep: Class 65 contains 613 members 
Mstep: Class 66 contains 1911 members 
Mstep: Class 67 contains 187 members 
Mstep: Class 68 contains 327 members 
Mstep: Class 69 contains 164 members 
Mstep: Class 70 contains 306 members 
Mstep: Class 71 contains 2351 members 
Mstep: Class 72 contains 443 members 
Mstep: Class 73 contains 379 members 
Mstep: Class 74 contains 226 members 
Mstep: Class 75 contains 506 members 
Mstep: Class 76 contains 228 members 
Mstep: Class 77 contains 397 members 
Mstep: Class 78 contains 491 members 
Mstep: Class 79 contains 1161 members 
Mstep: Class 80 contains 280 members 
Entering Unmasked Estep 
Score: -147552848.000000 Penalty: 277521.750000
Splitting cluster 8 changes total score from -147553632.000000 to -147552848.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (10973 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10973 members 
Entering Unmasked Estep 
Score: -1377511.375000 Penalty: 2307.191895
	Iteration 0F: 2 clusters Score -1377511 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -1369242.625000 Penalty: 4614.383789
	Iteration 0F: 3 clusters Score -1369243 nChanged 4571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -1371775.125000 Penalty: 4614.383789
	Iteration 1F: 3 clusters Score -1371775 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -1372215.875000 Penalty: 4614.383789
	Iteration 2F: 3 clusters Score -1372216 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -1372620.625000 Penalty: 4614.383789
	Iteration 3F: 3 clusters Score -1372621 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -1373031.250000 Penalty: 4614.383789
	Iteration 4F: 3 clusters Score -1373031 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -1373460.000000 Penalty: 4614.383789
	Iteration 5F: 3 clusters Score -1373460 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -1373889.375000 Penalty: 4614.383789
	Iteration 6Q: 3 clusters Score -1373889 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -1374404.625000 Penalty: 4614.383789
	Iteration 7F: 3 clusters Score -1374405 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -1374906.000000 Penalty: 4614.383789
	Iteration 8Q: 3 clusters Score -1374906 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -1375346.750000 Penalty: 4614.383789
	Iteration 9Q: 3 clusters Score -1375347 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -1375652.500000 Penalty: 4614.383789
	Iteration 10Q: 3 clusters Score -1375652 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 8890 members 
Entering Unmasked Estep 
Score: -1375843.375000 Penalty: 4614.383789
	Iteration 11Q: 3 clusters Score -1375843 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -1375979.250000 Penalty: 4614.383789
	Iteration 12Q: 3 clusters Score -1375979 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -1376077.250000 Penalty: 4614.383789
	Iteration 13Q: 3 clusters Score -1376077 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -1376131.000000 Penalty: 4614.383789
	Iteration 14Q: 3 clusters Score -1376131 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -1376150.625000 Penalty: 4614.383789
	Iteration 15Q: 3 clusters Score -1376151 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -1376163.375000 Penalty: 4614.383789
	Iteration 16Q: 3 clusters Score -1376163 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -1376174.750000 Penalty: 4614.383789
	Iteration 17Q: 3 clusters Score -1376175 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -1376181.625000 Penalty: 4614.383789
	Iteration 18Q: 3 clusters Score -1376182 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -1376184.500000 Penalty: 4614.383789
	Iteration 19Q: 3 clusters Score -1376184 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
Score: -1376186.375000 Penalty: 4614.383789
	Iteration 20F: 3 clusters Score -1376186 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
Score: -1376192.000000 Penalty: 4614.383789
	Iteration 21Q: 3 clusters Score -1376192 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -1376192.875000 Penalty: 4614.383789
	Iteration 22Q: 3 clusters Score -1376193 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -1376192.875000 Penalty: 4614.383789
	Iteration 23F: 3 clusters Score -1376193 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3040 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Entering Unmasked Estep 
Score: -332948.312500 Penalty: 1988.864136
	Iteration 0F: 2 clusters Score -332948.3 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 1529 members 
Entering Unmasked Estep 
Score: -329684.343750 Penalty: 3977.728271
	Iteration 0F: 3 clusters Score -329684.3 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -330432.062500 Penalty: 3977.728271
	Iteration 1F: 3 clusters Score -330432.1 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -330697.843750 Penalty: 3977.728271
	Iteration 2F: 3 clusters Score -330697.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -330879.500000 Penalty: 3977.728271
	Iteration 3F: 3 clusters Score -330879.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -331018.281250 Penalty: 3977.728271
	Iteration 4F: 3 clusters Score -331018.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -331127.343750 Penalty: 3977.728271
	Iteration 5Q: 3 clusters Score -331127.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -331221.312500 Penalty: 3977.728271
	Iteration 6Q: 3 clusters Score -331221.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -331292.093750 Penalty: 3977.728271
	Iteration 7Q: 3 clusters Score -331292.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -331352.468750 Penalty: 3977.728271
	Iteration 8Q: 3 clusters Score -331352.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -331406.531250 Penalty: 3977.728271
	Iteration 9Q: 3 clusters Score -331406.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -331451.062500 Penalty: 3977.728271
	Iteration 10Q: 3 clusters Score -331451.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -331484.156250 Penalty: 3977.728271
	Iteration 11Q: 3 clusters Score -331484.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -331506.562500 Penalty: 3977.728271
	Iteration 12Q: 3 clusters Score -331506.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -331523.843750 Penalty: 3977.728271
	Iteration 13Q: 3 clusters Score -331523.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -331538.593750 Penalty: 3977.728271
	Iteration 14Q: 3 clusters Score -331538.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -331547.250000 Penalty: 3977.728271
	Iteration 15Q: 3 clusters Score -331547.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -331555.406250 Penalty: 3977.728271
	Iteration 16Q: 3 clusters Score -331555.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -331560.593750 Penalty: 3977.728271
	Iteration 17Q: 3 clusters Score -331560.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -331564.968750 Penalty: 3977.728271
	Iteration 18Q: 3 clusters Score -331565 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -331570.781250 Penalty: 3977.728271
	Iteration 19Q: 3 clusters Score -331570.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -331576.531250 Penalty: 3977.728271
	Iteration 20F: 3 clusters Score -331576.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -331580.750000 Penalty: 3977.728271
	Iteration 21Q: 3 clusters Score -331580.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -331584.906250 Penalty: 3977.728271
	Iteration 22Q: 3 clusters Score -331584.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -331590.906250 Penalty: 3977.728271
	Iteration 23Q: 3 clusters Score -331590.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -331600.031250 Penalty: 3977.728271
	Iteration 24Q: 3 clusters Score -331600 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -331608.250000 Penalty: 3977.728271
	Iteration 25Q: 3 clusters Score -331608.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -331612.000000 Penalty: 3977.728271
	Iteration 26Q: 3 clusters Score -331612 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -331616.656250 Penalty: 3977.728271
	Iteration 27Q: 3 clusters Score -331616.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -331622.875000 Penalty: 3977.728271
	Iteration 28Q: 3 clusters Score -331622.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -331630.062500 Penalty: 3977.728271
	Iteration 29Q: 3 clusters Score -331630.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -331633.031250 Penalty: 3977.728271
	Iteration 30Q: 3 clusters Score -331633 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -331635.218750 Penalty: 3977.728271
	Iteration 31Q: 3 clusters Score -331635.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -331637.625000 Penalty: 3977.728271
	Iteration 32Q: 3 clusters Score -331637.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -331640.187500 Penalty: 3977.728271
	Iteration 33Q: 3 clusters Score -331640.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -331641.625000 Penalty: 3977.728271
	Iteration 34Q: 3 clusters Score -331641.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -331643.406250 Penalty: 3977.728271
	Iteration 35Q: 3 clusters Score -331643.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -331645.593750 Penalty: 3977.728271
	Iteration 36Q: 3 clusters Score -331645.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -331647.125000 Penalty: 3977.728271
	Iteration 37Q: 3 clusters Score -331647.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -331648.000000 Penalty: 3977.728271
	Iteration 38Q: 3 clusters Score -331648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -331648.406250 Penalty: 3977.728271
	Iteration 39Q: 3 clusters Score -331648.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -331648.406250 Penalty: 3977.728271
	Iteration 40F: 3 clusters Score -331648.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (37309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37309 members 
Entering Unmasked Estep 
Score: -4697960.000000 Penalty: 2610.693604
	Iteration 0F: 2 clusters Score -4697960 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18531 members 
Mstep: Class 2 contains 18778 members 
Entering Unmasked Estep 
Score: -4672689.500000 Penalty: 5221.387207
	Iteration 0F: 3 clusters Score -4672690 nChanged 17068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17399 members 
Mstep: Class 2 contains 19910 members 
Entering Unmasked Estep 
Score: -4682235.000000 Penalty: 5221.387207
	Iteration 1F: 3 clusters Score -4682235 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16603 members 
Mstep: Class 2 contains 20706 members 
Entering Unmasked Estep 
Score: -4683062.000000 Penalty: 5221.387207
	Iteration 2F: 3 clusters Score -4683062 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15482 members 
Mstep: Class 2 contains 21827 members 
Entering Unmasked Estep 
Score: -4684166.500000 Penalty: 5221.387207
	Iteration 3F: 3 clusters Score -4684166 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14000 members 
Mstep: Class 2 contains 23309 members 
Entering Unmasked Estep 
Score: -4685538.000000 Penalty: 5221.387207
	Iteration 4F: 3 clusters Score -4685538 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12307 members 
Mstep: Class 2 contains 25002 members 
Entering Unmasked Estep 
Score: -4687049.500000 Penalty: 5221.387207
	Iteration 5F: 3 clusters Score -4687050 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10511 members 
Mstep: Class 2 contains 26798 members 
Entering Unmasked Estep 
Score: -4688612.000000 Penalty: 5221.387207
	Iteration 6F: 3 clusters Score -4688612 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 28614 members 
Entering Unmasked Estep 
Score: -4690190.000000 Penalty: 5221.387207
	Iteration 7F: 3 clusters Score -4690190 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 30222 members 
Entering Unmasked Estep 
Score: -4691622.500000 Penalty: 5221.387207
	Iteration 8Q: 3 clusters Score -4691622 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 31561 members 
Entering Unmasked Estep 
Score: -4692912.000000 Penalty: 5221.387207
	Iteration 9Q: 3 clusters Score -4692912 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 32569 members 
Entering Unmasked Estep 
Score: -4694141.500000 Penalty: 5221.387207
	Iteration 10Q: 3 clusters Score -4694142 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 33181 members 
Entering Unmasked Estep 
Score: -4695125.000000 Penalty: 5221.387207
	Iteration 11Q: 3 clusters Score -4695125 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 33504 members 
Entering Unmasked Estep 
Score: -4695684.000000 Penalty: 5221.387207
	Iteration 12Q: 3 clusters Score -4695684 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 33730 members 
Entering Unmasked Estep 
Score: -4695991.500000 Penalty: 5221.387207
	Iteration 13Q: 3 clusters Score -4695992 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 33922 members 
Entering Unmasked Estep 
Score: -4696157.000000 Penalty: 5221.387207
	Iteration 14Q: 3 clusters Score -4696157 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 34071 members 
Entering Unmasked Estep 
Score: -4696256.500000 Penalty: 5221.387207
	Iteration 15Q: 3 clusters Score -4696256 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 34179 members 
Entering Unmasked Estep 
Score: -4696316.000000 Penalty: 5221.387207
	Iteration 16Q: 3 clusters Score -4696316 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 34279 members 
Entering Unmasked Estep 
Score: -4696372.000000 Penalty: 5221.387207
	Iteration 17Q: 3 clusters Score -4696372 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 34366 members 
Entering Unmasked Estep 
Score: -4696404.000000 Penalty: 5221.387207
	Iteration 18Q: 3 clusters Score -4696404 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 34433 members 
Entering Unmasked Estep 
Score: -4696425.000000 Penalty: 5221.387207
	Iteration 19Q: 3 clusters Score -4696425 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 34484 members 
Entering Unmasked Estep 
Score: -4696427.000000 Penalty: 5221.387207
	Iteration 20F: 3 clusters Score -4696427 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 34533 members 
Entering Unmasked Estep 
Score: -4696452.000000 Penalty: 5221.387207
	Iteration 21Q: 3 clusters Score -4696452 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 34564 members 
Entering Unmasked Estep 
Score: -4696466.500000 Penalty: 5221.387207
	Iteration 22Q: 3 clusters Score -4696466 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 34599 members 
Entering Unmasked Estep 
Score: -4696472.000000 Penalty: 5221.387207
	Iteration 23Q: 3 clusters Score -4696472 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 34631 members 
Entering Unmasked Estep 
Score: -4696470.000000 Penalty: 5221.387207
	Iteration 24Q: 3 clusters Score -4696470 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 34660 members 
Entering Unmasked Estep 
Score: -4696485.000000 Penalty: 5221.387207
	Iteration 25Q: 3 clusters Score -4696485 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 34683 members 
Entering Unmasked Estep 
Score: -4696483.000000 Penalty: 5221.387207
	Iteration 26Q: 3 clusters Score -4696483 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 34700 members 
Entering Unmasked Estep 
Score: -4696490.000000 Penalty: 5221.387207
	Iteration 27Q: 3 clusters Score -4696490 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 34720 members 
Entering Unmasked Estep 
Score: -4696487.500000 Penalty: 5221.387207
	Iteration 28Q: 3 clusters Score -4696488 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 34737 members 
Entering Unmasked Estep 
Score: -4696498.000000 Penalty: 5221.387207
	Iteration 29Q: 3 clusters Score -4696498 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 34747 members 
Entering Unmasked Estep 
Score: -4696494.000000 Penalty: 5221.387207
	Iteration 30Q: 3 clusters Score -4696494 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 34757 members 
Entering Unmasked Estep 
Score: -4696506.000000 Penalty: 5221.387207
	Iteration 31Q: 3 clusters Score -4696506 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 34766 members 
Entering Unmasked Estep 
Score: -4696506.500000 Penalty: 5221.387207
	Iteration 32Q: 3 clusters Score -4696506 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 34771 members 
Entering Unmasked Estep 
Score: -4696508.000000 Penalty: 5221.387207
	Iteration 33Q: 3 clusters Score -4696508 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 34779 members 
Entering Unmasked Estep 
Score: -4696504.000000 Penalty: 5221.387207
	Iteration 34Q: 3 clusters Score -4696504 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 34780 members 
Entering Unmasked Estep 
Score: -4696508.000000 Penalty: 5221.387207
	Iteration 35Q: 3 clusters Score -4696508 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 34780 members 
Entering Unmasked Estep 
Score: -4696508.000000 Penalty: 5221.387207
	Iteration 36F: 3 clusters Score -4696508 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (23336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23336 members 
Entering Unmasked Estep 
Score: -2946159.000000 Penalty: 2494.322754
	Iteration 0F: 2 clusters Score -2946159 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11759 members 
Mstep: Class 2 contains 11577 members 
Entering Unmasked Estep 
Score: -2930008.500000 Penalty: 4988.645508
	Iteration 0F: 3 clusters Score -2930008 nChanged 10279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12156 members 
Mstep: Class 2 contains 11180 members 
Entering Unmasked Estep 
Score: -2935474.750000 Penalty: 4988.645508
	Iteration 1F: 3 clusters Score -2935475 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12438 members 
Mstep: Class 2 contains 10898 members 
Entering Unmasked Estep 
Score: -2935991.500000 Penalty: 4988.645508
	Iteration 2F: 3 clusters Score -2935992 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12848 members 
Mstep: Class 2 contains 10488 members 
Entering Unmasked Estep 
Score: -2936484.500000 Penalty: 4988.645508
	Iteration 3F: 3 clusters Score -2936484 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13396 members 
Mstep: Class 2 contains 9940 members 
Entering Unmasked Estep 
Score: -2937066.000000 Penalty: 4988.645508
	Iteration 4F: 3 clusters Score -2937066 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14088 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -2937733.750000 Penalty: 4988.645508
	Iteration 5F: 3 clusters Score -2937734 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14970 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -2938513.750000 Penalty: 4988.645508
	Iteration 6F: 3 clusters Score -2938514 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15996 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -2939421.000000 Penalty: 4988.645508
	Iteration 7F: 3 clusters Score -2939421 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17117 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -2940392.250000 Penalty: 4988.645508
	Iteration 8F: 3 clusters Score -2940392 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18190 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -2941291.750000 Penalty: 4988.645508
	Iteration 9F: 3 clusters Score -2941292 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19135 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -2942062.250000 Penalty: 4988.645508
	Iteration 10Q: 3 clusters Score -2942062 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19875 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -2942638.500000 Penalty: 4988.645508
	Iteration 11Q: 3 clusters Score -2942638 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20470 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -2943039.500000 Penalty: 4988.645508
	Iteration 12Q: 3 clusters Score -2943040 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20892 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -2943322.750000 Penalty: 4988.645508
	Iteration 13Q: 3 clusters Score -2943323 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21234 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -2943528.000000 Penalty: 4988.645508
	Iteration 14Q: 3 clusters Score -2943528 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21517 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -2943704.250000 Penalty: 4988.645508
	Iteration 15Q: 3 clusters Score -2943704 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21719 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -2943825.250000 Penalty: 4988.645508
	Iteration 16Q: 3 clusters Score -2943825 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21901 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -2943959.750000 Penalty: 4988.645508
	Iteration 17Q: 3 clusters Score -2943960 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22050 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -2944029.500000 Penalty: 4988.645508
	Iteration 18Q: 3 clusters Score -2944030 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22183 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -2944135.000000 Penalty: 4988.645508
	Iteration 19Q: 3 clusters Score -2944135 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22296 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -2944195.250000 Penalty: 4988.645508
	Iteration 20F: 3 clusters Score -2944195 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22379 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -2944241.000000 Penalty: 4988.645508
	Iteration 21Q: 3 clusters Score -2944241 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22448 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -2944282.750000 Penalty: 4988.645508
	Iteration 22Q: 3 clusters Score -2944283 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22490 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -2944296.250000 Penalty: 4988.645508
	Iteration 23Q: 3 clusters Score -2944296 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22525 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -2944317.000000 Penalty: 4988.645508
	Iteration 24Q: 3 clusters Score -2944317 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22541 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -2944323.000000 Penalty: 4988.645508
	Iteration 25Q: 3 clusters Score -2944323 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22558 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -2944333.750000 Penalty: 4988.645508
	Iteration 26Q: 3 clusters Score -2944334 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22568 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -2944347.000000 Penalty: 4988.645508
	Iteration 27Q: 3 clusters Score -2944347 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22578 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -2944356.500000 Penalty: 4988.645508
	Iteration 28Q: 3 clusters Score -2944356 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22587 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -2944353.000000 Penalty: 4988.645508
	Iteration 29Q: 3 clusters Score -2944353 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22595 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -2944352.750000 Penalty: 4988.645508
	Iteration 30Q: 3 clusters Score -2944353 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22598 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -2944351.500000 Penalty: 4988.645508
	Iteration 31Q: 3 clusters Score -2944352 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22599 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -2944356.750000 Penalty: 4988.645508
	Iteration 32Q: 3 clusters Score -2944357 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22601 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -2944356.000000 Penalty: 4988.645508
	Iteration 33Q: 3 clusters Score -2944356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22603 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -2944358.500000 Penalty: 4988.645508
	Iteration 34Q: 3 clusters Score -2944358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22603 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -2944360.000000 Penalty: 4988.645508
	Iteration 35Q: 3 clusters Score -2944360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22603 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -2944364.250000 Penalty: 4988.645508
	Iteration 36Q: 3 clusters Score -2944364 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22605 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -2944362.000000 Penalty: 4988.645508
	Iteration 37Q: 3 clusters Score -2944362 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22608 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -2944368.500000 Penalty: 4988.645508
	Iteration 38Q: 3 clusters Score -2944368 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22612 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -2944367.500000 Penalty: 4988.645508
	Iteration 39Q: 3 clusters Score -2944368 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22614 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -2944366.750000 Penalty: 4988.645508
	Iteration 40F: 3 clusters Score -2944367 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22614 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -2944366.500000 Penalty: 4988.645508
	Iteration 41Q: 3 clusters Score -2944366 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22618 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -2944368.500000 Penalty: 4988.645508
	Iteration 42Q: 3 clusters Score -2944368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22621 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -2944370.750000 Penalty: 4988.645508
	Iteration 43Q: 3 clusters Score -2944371 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22622 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -2944374.750000 Penalty: 4988.645508
	Iteration 44Q: 3 clusters Score -2944375 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22624 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -2944369.750000 Penalty: 4988.645508
	Iteration 45Q: 3 clusters Score -2944370 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22627 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -2944373.750000 Penalty: 4988.645508
	Iteration 46Q: 3 clusters Score -2944374 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22627 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -2944373.750000 Penalty: 4988.645508
	Iteration 47F: 3 clusters Score -2944374 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (215708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215708 members 
Entering Unmasked Estep 
Score: -27864468.000000 Penalty: 3045.856934
	Iteration 0F: 2 clusters Score -2.786447e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107899 members 
Mstep: Class 2 contains 107809 members 
Entering Unmasked Estep 
Score: -27732678.000000 Penalty: 6091.713867
	Iteration 0F: 3 clusters Score -2.773268e+07 nChanged 103620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107173 members 
Mstep: Class 2 contains 108535 members 
Entering Unmasked Estep 
Score: -27793526.000000 Penalty: 6091.713867
	Iteration 1F: 3 clusters Score -2.779353e+07 nChanged 5134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106853 members 
Mstep: Class 2 contains 108855 members 
Entering Unmasked Estep 
Score: -27794374.000000 Penalty: 6091.713867
	Iteration 2Q: 3 clusters Score -2.779437e+07 nChanged 5298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106353 members 
Mstep: Class 2 contains 109355 members 
Entering Unmasked Estep 
Score: -27795284.000000 Penalty: 6091.713867
	Iteration 3Q: 3 clusters Score -2.779528e+07 nChanged 5634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105701 members 
Mstep: Class 2 contains 110007 members 
Entering Unmasked Estep 
Score: -27796422.000000 Penalty: 6091.713867
	Iteration 4Q: 3 clusters Score -2.779642e+07 nChanged 6327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104754 members 
Mstep: Class 2 contains 110954 members 
Entering Unmasked Estep 
Score: -27797956.000000 Penalty: 6091.713867
	Iteration 5Q: 3 clusters Score -2.779796e+07 nChanged 7044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103310 members 
Mstep: Class 2 contains 112398 members 
Entering Unmasked Estep 
Score: -27799838.000000 Penalty: 6091.713867
	Iteration 6Q: 3 clusters Score -2.779984e+07 nChanged 7977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101297 members 
Mstep: Class 2 contains 114411 members 
Entering Unmasked Estep 
Score: -27802466.000000 Penalty: 6091.713867
	Iteration 7Q: 3 clusters Score -2.780247e+07 nChanged 9208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98527 members 
Mstep: Class 2 contains 117181 members 
Entering Unmasked Estep 
Score: -27806142.000000 Penalty: 6091.713867
	Iteration 8Q: 3 clusters Score -2.780614e+07 nChanged 10570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95339 members 
Mstep: Class 2 contains 120369 members 
Entering Unmasked Estep 
Score: -27811292.000000 Penalty: 6091.713867
	Iteration 9Q: 3 clusters Score -2.781129e+07 nChanged 11903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92336 members 
Mstep: Class 2 contains 123372 members 
Entering Unmasked Estep 
Score: -27818790.000000 Penalty: 6091.713867
	Iteration 10F: 3 clusters Score -2.781879e+07 nChanged 12772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90212 members 
Mstep: Class 2 contains 125496 members 
Entering Unmasked Estep 
Score: -27827382.000000 Penalty: 6091.713867
	Iteration 11F: 3 clusters Score -2.782738e+07 nChanged 11995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89225 members 
Mstep: Class 2 contains 126483 members 
Entering Unmasked Estep 
Score: -27834248.000000 Penalty: 6091.713867
	Iteration 12F: 3 clusters Score -2.783425e+07 nChanged 9150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88801 members 
Mstep: Class 2 contains 126907 members 
Entering Unmasked Estep 
Score: -27837718.000000 Penalty: 6091.713867
	Iteration 13Q: 3 clusters Score -2.783772e+07 nChanged 5588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88453 members 
Mstep: Class 2 contains 127255 members 
Entering Unmasked Estep 
Score: -27838864.000000 Penalty: 6091.713867
	Iteration 14Q: 3 clusters Score -2.783886e+07 nChanged 3153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88004 members 
Mstep: Class 2 contains 127704 members 
Entering Unmasked Estep 
Score: -27839374.000000 Penalty: 6091.713867
	Iteration 15Q: 3 clusters Score -2.783937e+07 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87413 members 
Mstep: Class 2 contains 128295 members 
Entering Unmasked Estep 
Score: -27839728.000000 Penalty: 6091.713867
	Iteration 16Q: 3 clusters Score -2.783973e+07 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86768 members 
Mstep: Class 2 contains 128940 members 
Entering Unmasked Estep 
Score: -27840104.000000 Penalty: 6091.713867
	Iteration 17Q: 3 clusters Score -2.78401e+07 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86110 members 
Mstep: Class 2 contains 129598 members 
Entering Unmasked Estep 
Score: -27840282.000000 Penalty: 6091.713867
	Iteration 18Q: 3 clusters Score -2.784028e+07 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85407 members 
Mstep: Class 2 contains 130301 members 
Entering Unmasked Estep 
Score: -27840634.000000 Penalty: 6091.713867
	Iteration 19Q: 3 clusters Score -2.784063e+07 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84736 members 
Mstep: Class 2 contains 130972 members 
Entering Unmasked Estep 
Score: -27840960.000000 Penalty: 6091.713867
	Iteration 20F: 3 clusters Score -2.784096e+07 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84081 members 
Mstep: Class 2 contains 131627 members 
Entering Unmasked Estep 
Score: -27841296.000000 Penalty: 6091.713867
	Iteration 21Q: 3 clusters Score -2.78413e+07 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83401 members 
Mstep: Class 2 contains 132307 members 
Entering Unmasked Estep 
Score: -27841674.000000 Penalty: 6091.713867
	Iteration 22Q: 3 clusters Score -2.784167e+07 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82695 members 
Mstep: Class 2 contains 133013 members 
Entering Unmasked Estep 
Score: -27842036.000000 Penalty: 6091.713867
	Iteration 23Q: 3 clusters Score -2.784204e+07 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82026 members 
Mstep: Class 2 contains 133682 members 
Entering Unmasked Estep 
Score: -27842332.000000 Penalty: 6091.713867
	Iteration 24Q: 3 clusters Score -2.784233e+07 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81365 members 
Mstep: Class 2 contains 134343 members 
Entering Unmasked Estep 
Score: -27842510.000000 Penalty: 6091.713867
	Iteration 25Q: 3 clusters Score -2.784251e+07 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80680 members 
Mstep: Class 2 contains 135028 members 
Entering Unmasked Estep 
Score: -27842808.000000 Penalty: 6091.713867
	Iteration 26Q: 3 clusters Score -2.784281e+07 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80023 members 
Mstep: Class 2 contains 135685 members 
Entering Unmasked Estep 
Score: -27843162.000000 Penalty: 6091.713867
	Iteration 27Q: 3 clusters Score -2.784316e+07 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79356 members 
Mstep: Class 2 contains 136352 members 
Entering Unmasked Estep 
Score: -27843322.000000 Penalty: 6091.713867
	Iteration 28Q: 3 clusters Score -2.784332e+07 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78665 members 
Mstep: Class 2 contains 137043 members 
Entering Unmasked Estep 
Score: -27843724.000000 Penalty: 6091.713867
	Iteration 29Q: 3 clusters Score -2.784372e+07 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77970 members 
Mstep: Class 2 contains 137738 members 
Entering Unmasked Estep 
Score: -27844048.000000 Penalty: 6091.713867
	Iteration 30Q: 3 clusters Score -2.784405e+07 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77234 members 
Mstep: Class 2 contains 138474 members 
Entering Unmasked Estep 
Score: -27844306.000000 Penalty: 6091.713867
	Iteration 31Q: 3 clusters Score -2.784431e+07 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76490 members 
Mstep: Class 2 contains 139218 members 
Entering Unmasked Estep 
Score: -27844626.000000 Penalty: 6091.713867
	Iteration 32Q: 3 clusters Score -2.784463e+07 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75735 members 
Mstep: Class 2 contains 139973 members 
Entering Unmasked Estep 
Score: -27844964.000000 Penalty: 6091.713867
	Iteration 33Q: 3 clusters Score -2.784496e+07 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74986 members 
Mstep: Class 2 contains 140722 members 
Entering Unmasked Estep 
Score: -27845346.000000 Penalty: 6091.713867
	Iteration 34Q: 3 clusters Score -2.784535e+07 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74182 members 
Mstep: Class 2 contains 141526 members 
Entering Unmasked Estep 
Score: -27845700.000000 Penalty: 6091.713867
	Iteration 35Q: 3 clusters Score -2.78457e+07 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73358 members 
Mstep: Class 2 contains 142350 members 
Entering Unmasked Estep 
Score: -27845968.000000 Penalty: 6091.713867
	Iteration 36Q: 3 clusters Score -2.784597e+07 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72562 members 
Mstep: Class 2 contains 143146 members 
Entering Unmasked Estep 
Score: -27846472.000000 Penalty: 6091.713867
	Iteration 37Q: 3 clusters Score -2.784647e+07 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71742 members 
Mstep: Class 2 contains 143966 members 
Entering Unmasked Estep 
Score: -27846848.000000 Penalty: 6091.713867
	Iteration 38Q: 3 clusters Score -2.784685e+07 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71036 members 
Mstep: Class 2 contains 144672 members 
Entering Unmasked Estep 
Score: -27847232.000000 Penalty: 6091.713867
	Iteration 39Q: 3 clusters Score -2.784723e+07 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70239 members 
Mstep: Class 2 contains 145469 members 
Entering Unmasked Estep 
Score: -27847632.000000 Penalty: 6091.713867
	Iteration 40F: 3 clusters Score -2.784763e+07 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69421 members 
Mstep: Class 2 contains 146287 members 
Entering Unmasked Estep 
Score: -27848048.000000 Penalty: 6091.713867
	Iteration 41Q: 3 clusters Score -2.784805e+07 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68612 members 
Mstep: Class 2 contains 147096 members 
Entering Unmasked Estep 
Score: -27848352.000000 Penalty: 6091.713867
	Iteration 42Q: 3 clusters Score -2.784835e+07 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67786 members 
Mstep: Class 2 contains 147922 members 
Entering Unmasked Estep 
Score: -27848720.000000 Penalty: 6091.713867
	Iteration 43Q: 3 clusters Score -2.784872e+07 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66892 members 
Mstep: Class 2 contains 148816 members 
Entering Unmasked Estep 
Score: -27849210.000000 Penalty: 6091.713867
	Iteration 44Q: 3 clusters Score -2.784921e+07 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65957 members 
Mstep: Class 2 contains 149751 members 
Entering Unmasked Estep 
Score: -27849408.000000 Penalty: 6091.713867
	Iteration 45Q: 3 clusters Score -2.784941e+07 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65040 members 
Mstep: Class 2 contains 150668 members 
Entering Unmasked Estep 
Score: -27849774.000000 Penalty: 6091.713867
	Iteration 46Q: 3 clusters Score -2.784977e+07 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64039 members 
Mstep: Class 2 contains 151669 members 
Entering Unmasked Estep 
Score: -27850116.000000 Penalty: 6091.713867
	Iteration 47Q: 3 clusters Score -2.785012e+07 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62945 members 
Mstep: Class 2 contains 152763 members 
Entering Unmasked Estep 
Score: -27850422.000000 Penalty: 6091.713867
	Iteration 48Q: 3 clusters Score -2.785042e+07 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61804 members 
Mstep: Class 2 contains 153904 members 
Entering Unmasked Estep 
Score: -27850686.000000 Penalty: 6091.713867
	Iteration 49Q: 3 clusters Score -2.785069e+07 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60594 members 
Mstep: Class 2 contains 155114 members 
Entering Unmasked Estep 
Score: -27851030.000000 Penalty: 6091.713867
	Iteration 50Q: 3 clusters Score -2.785103e+07 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59398 members 
Mstep: Class 2 contains 156310 members 
Entering Unmasked Estep 
Score: -27851316.000000 Penalty: 6091.713867
	Iteration 51Q: 3 clusters Score -2.785132e+07 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58197 members 
Mstep: Class 2 contains 157511 members 
Entering Unmasked Estep 
Score: -27851568.000000 Penalty: 6091.713867
	Iteration 52Q: 3 clusters Score -2.785157e+07 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57014 members 
Mstep: Class 2 contains 158694 members 
Entering Unmasked Estep 
Score: -27851848.000000 Penalty: 6091.713867
	Iteration 53Q: 3 clusters Score -2.785185e+07 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55786 members 
Mstep: Class 2 contains 159922 members 
Entering Unmasked Estep 
Score: -27852102.000000 Penalty: 6091.713867
	Iteration 54Q: 3 clusters Score -2.78521e+07 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54517 members 
Mstep: Class 2 contains 161191 members 
Entering Unmasked Estep 
Score: -27852332.000000 Penalty: 6091.713867
	Iteration 55Q: 3 clusters Score -2.785233e+07 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53187 members 
Mstep: Class 2 contains 162521 members 
Entering Unmasked Estep 
Score: -27852630.000000 Penalty: 6091.713867
	Iteration 56Q: 3 clusters Score -2.785263e+07 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51833 members 
Mstep: Class 2 contains 163875 members 
Entering Unmasked Estep 
Score: -27852976.000000 Penalty: 6091.713867
	Iteration 57Q: 3 clusters Score -2.785298e+07 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50390 members 
Mstep: Class 2 contains 165318 members 
Entering Unmasked Estep 
Score: -27853474.000000 Penalty: 6091.713867
	Iteration 58Q: 3 clusters Score -2.785347e+07 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48895 members 
Mstep: Class 2 contains 166813 members 
Entering Unmasked Estep 
Score: -27853980.000000 Penalty: 6091.713867
	Iteration 59Q: 3 clusters Score -2.785398e+07 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47423 members 
Mstep: Class 2 contains 168285 members 
Entering Unmasked Estep 
Score: -27854324.000000 Penalty: 6091.713867
	Iteration 60F: 3 clusters Score -2.785432e+07 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45928 members 
Mstep: Class 2 contains 169780 members 
Entering Unmasked Estep 
Score: -27854768.000000 Penalty: 6091.713867
	Iteration 61Q: 3 clusters Score -2.785477e+07 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44318 members 
Mstep: Class 2 contains 171390 members 
Entering Unmasked Estep 
Score: -27855348.000000 Penalty: 6091.713867
	Iteration 62Q: 3 clusters Score -2.785535e+07 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42633 members 
Mstep: Class 2 contains 173075 members 
Entering Unmasked Estep 
Score: -27855730.000000 Penalty: 6091.713867
	Iteration 63Q: 3 clusters Score -2.785573e+07 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40876 members 
Mstep: Class 2 contains 174832 members 
Entering Unmasked Estep 
Score: -27856334.000000 Penalty: 6091.713867
	Iteration 64Q: 3 clusters Score -2.785633e+07 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39060 members 
Mstep: Class 2 contains 176648 members 
Entering Unmasked Estep 
Score: -27856814.000000 Penalty: 6091.713867
	Iteration 65Q: 3 clusters Score -2.785681e+07 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37204 members 
Mstep: Class 2 contains 178504 members 
Entering Unmasked Estep 
Score: -27857286.000000 Penalty: 6091.713867
	Iteration 66Q: 3 clusters Score -2.785729e+07 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35296 members 
Mstep: Class 2 contains 180412 members 
Entering Unmasked Estep 
Score: -27857776.000000 Penalty: 6091.713867
	Iteration 67Q: 3 clusters Score -2.785778e+07 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33344 members 
Mstep: Class 2 contains 182364 members 
Entering Unmasked Estep 
Score: -27858328.000000 Penalty: 6091.713867
	Iteration 68Q: 3 clusters Score -2.785833e+07 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31362 members 
Mstep: Class 2 contains 184346 members 
Entering Unmasked Estep 
Score: -27858852.000000 Penalty: 6091.713867
	Iteration 69Q: 3 clusters Score -2.785885e+07 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29344 members 
Mstep: Class 2 contains 186364 members 
Entering Unmasked Estep 
Score: -27859350.000000 Penalty: 6091.713867
	Iteration 70Q: 3 clusters Score -2.785935e+07 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27324 members 
Mstep: Class 2 contains 188384 members 
Entering Unmasked Estep 
Score: -27859660.000000 Penalty: 6091.713867
	Iteration 71Q: 3 clusters Score -2.785966e+07 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25284 members 
Mstep: Class 2 contains 190424 members 
Entering Unmasked Estep 
Score: -27859718.000000 Penalty: 6091.713867
	Iteration 72Q: 3 clusters Score -2.785972e+07 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23226 members 
Mstep: Class 2 contains 192482 members 
Entering Unmasked Estep 
Score: -27859974.000000 Penalty: 6091.713867
	Iteration 73Q: 3 clusters Score -2.785997e+07 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21126 members 
Mstep: Class 2 contains 194582 members 
Entering Unmasked Estep 
Score: -27860296.000000 Penalty: 6091.713867
	Iteration 74Q: 3 clusters Score -2.78603e+07 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19034 members 
Mstep: Class 2 contains 196674 members 
Entering Unmasked Estep 
Score: -27860590.000000 Penalty: 6091.713867
	Iteration 75Q: 3 clusters Score -2.786059e+07 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16926 members 
Mstep: Class 2 contains 198782 members 
Entering Unmasked Estep 
Score: -27860680.000000 Penalty: 6091.713867
	Iteration 76Q: 3 clusters Score -2.786068e+07 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14795 members 
Mstep: Class 2 contains 200913 members 
Entering Unmasked Estep 
Score: -27860774.000000 Penalty: 6091.713867
	Iteration 77Q: 3 clusters Score -2.786077e+07 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12675 members 
Mstep: Class 2 contains 203033 members 
Entering Unmasked Estep 
Score: -27860944.000000 Penalty: 6091.713867
	Iteration 78Q: 3 clusters Score -2.786094e+07 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10656 members 
Mstep: Class 2 contains 205052 members 
Entering Unmasked Estep 
Score: -27861120.000000 Penalty: 6091.713867
	Iteration 79Q: 3 clusters Score -2.786112e+07 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 206949 members 
Entering Unmasked Estep 
Score: -27861224.000000 Penalty: 6091.713867
	Iteration 80F: 3 clusters Score -2.786122e+07 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 208594 members 
Entering Unmasked Estep 
Score: -27861356.000000 Penalty: 6091.713867
	Iteration 81Q: 3 clusters Score -2.786136e+07 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 209957 members 
Entering Unmasked Estep 
Score: -27861402.000000 Penalty: 6091.713867
	Iteration 82Q: 3 clusters Score -2.78614e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 211068 members 
Entering Unmasked Estep 
Score: -27861486.000000 Penalty: 6091.713867
	Iteration 83Q: 3 clusters Score -2.786149e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 211927 members 
Entering Unmasked Estep 
Score: -27861584.000000 Penalty: 6091.713867
	Iteration 84Q: 3 clusters Score -2.786158e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 212596 members 
Entering Unmasked Estep 
Score: -27861684.000000 Penalty: 6091.713867
	Iteration 85Q: 3 clusters Score -2.786168e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 213091 members 
Entering Unmasked Estep 
Score: -27861758.000000 Penalty: 6091.713867
	Iteration 86Q: 3 clusters Score -2.786176e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 213460 members 
Entering Unmasked Estep 
Score: -27861886.000000 Penalty: 6091.713867
	Iteration 87Q: 3 clusters Score -2.786189e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 213753 members 
Entering Unmasked Estep 
Score: -27861874.000000 Penalty: 6091.713867
	Iteration 88Q: 3 clusters Score -2.786187e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 213950 members 
Entering Unmasked Estep 
Score: -27861914.000000 Penalty: 6091.713867
	Iteration 89Q: 3 clusters Score -2.786191e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 214104 members 
Entering Unmasked Estep 
Score: -27861952.000000 Penalty: 6091.713867
	Iteration 90Q: 3 clusters Score -2.786195e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 214230 members 
Entering Unmasked Estep 
Score: -27861994.000000 Penalty: 6091.713867
	Iteration 91Q: 3 clusters Score -2.786199e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 214319 members 
Entering Unmasked Estep 
Score: -27862028.000000 Penalty: 6091.713867
	Iteration 92Q: 3 clusters Score -2.786203e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 214377 members 
Entering Unmasked Estep 
Score: -27862034.000000 Penalty: 6091.713867
	Iteration 93Q: 3 clusters Score -2.786203e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 214431 members 
Entering Unmasked Estep 
Score: -27862010.000000 Penalty: 6091.713867
	Iteration 94Q: 3 clusters Score -2.786201e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 214482 members 
Entering Unmasked Estep 
Score: -27861976.000000 Penalty: 6091.713867
	Iteration 95Q: 3 clusters Score -2.786198e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 214524 members 
Entering Unmasked Estep 
Score: -27861980.000000 Penalty: 6091.713867
	Iteration 96Q: 3 clusters Score -2.786198e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 214567 members 
Entering Unmasked Estep 
Score: -27862030.000000 Penalty: 6091.713867
	Iteration 97Q: 3 clusters Score -2.786203e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 214598 members 
Entering Unmasked Estep 
Score: -27862034.000000 Penalty: 6091.713867
	Iteration 98Q: 3 clusters Score -2.786203e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 214624 members 
Entering Unmasked Estep 
Score: -27862018.000000 Penalty: 6091.713867
	Iteration 99Q: 3 clusters Score -2.786202e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 214648 members 
Entering Unmasked Estep 
Score: -27862044.000000 Penalty: 6091.713867
	Iteration 100F: 3 clusters Score -2.786204e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 214666 members 
Entering Unmasked Estep 
Score: -27862044.000000 Penalty: 6091.713867
	Iteration 101Q: 3 clusters Score -2.786204e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 214685 members 
Entering Unmasked Estep 
Score: -27862042.000000 Penalty: 6091.713867
	Iteration 102Q: 3 clusters Score -2.786204e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 214702 members 
Entering Unmasked Estep 
Score: -27862044.000000 Penalty: 6091.713867
	Iteration 103Q: 3 clusters Score -2.786204e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 214722 members 
Entering Unmasked Estep 
Score: -27862066.000000 Penalty: 6091.713867
	Iteration 104Q: 3 clusters Score -2.786207e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 214730 members 
Entering Unmasked Estep 
Score: -27862076.000000 Penalty: 6091.713867
	Iteration 105Q: 3 clusters Score -2.786208e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 214740 members 
Entering Unmasked Estep 
Score: -27862082.000000 Penalty: 6091.713867
	Iteration 106Q: 3 clusters Score -2.786208e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 214745 members 
Entering Unmasked Estep 
Score: -27862088.000000 Penalty: 6091.713867
	Iteration 107Q: 3 clusters Score -2.786209e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 214748 members 
Entering Unmasked Estep 
Score: -27862098.000000 Penalty: 6091.713867
	Iteration 108Q: 3 clusters Score -2.78621e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 214754 members 
Entering Unmasked Estep 
Score: -27862098.000000 Penalty: 6091.713867
	Iteration 109Q: 3 clusters Score -2.78621e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 214762 members 
Entering Unmasked Estep 
Score: -27862098.000000 Penalty: 6091.713867
	Iteration 110Q: 3 clusters Score -2.78621e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 214766 members 
Entering Unmasked Estep 
Score: -27862106.000000 Penalty: 6091.713867
	Iteration 111Q: 3 clusters Score -2.786211e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 214768 members 
Entering Unmasked Estep 
Score: -27862092.000000 Penalty: 6091.713867
	Iteration 112Q: 3 clusters Score -2.786209e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 214772 members 
Entering Unmasked Estep 
Score: -27862072.000000 Penalty: 6091.713867
	Iteration 113Q: 3 clusters Score -2.786207e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 214777 members 
Entering Unmasked Estep 
Score: -27862062.000000 Penalty: 6091.713867
	Iteration 114Q: 3 clusters Score -2.786206e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 214781 members 
Entering Unmasked Estep 
Score: -27862064.000000 Penalty: 6091.713867
	Iteration 115Q: 3 clusters Score -2.786206e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 214780 members 
Entering Unmasked Estep 
Score: -27862082.000000 Penalty: 6091.713867
	Iteration 116Q: 3 clusters Score -2.786208e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 214782 members 
Entering Unmasked Estep 
Score: -27862076.000000 Penalty: 6091.713867
	Iteration 117Q: 3 clusters Score -2.786208e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 214785 members 
Entering Unmasked Estep 
Score: -27862066.000000 Penalty: 6091.713867
	Iteration 118Q: 3 clusters Score -2.786207e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 214787 members 
Entering Unmasked Estep 
Score: -27862070.000000 Penalty: 6091.713867
	Iteration 119Q: 3 clusters Score -2.786207e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 214787 members 
Entering Unmasked Estep 
Score: -27862068.000000 Penalty: 6091.713867
	Iteration 120F: 3 clusters Score -2.786207e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 214788 members 
Entering Unmasked Estep 
Score: -27862072.000000 Penalty: 6091.713867
	Iteration 121Q: 3 clusters Score -2.786207e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 214790 members 
Entering Unmasked Estep 
Score: -27862080.000000 Penalty: 6091.713867
	Iteration 122Q: 3 clusters Score -2.786208e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 214792 members 
Entering Unmasked Estep 
Score: -27862082.000000 Penalty: 6091.713867
	Iteration 123Q: 3 clusters Score -2.786208e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 214797 members 
Entering Unmasked Estep 
Score: -27862066.000000 Penalty: 6091.713867
	Iteration 124Q: 3 clusters Score -2.786207e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 214799 members 
Entering Unmasked Estep 
Score: -27862074.000000 Penalty: 6091.713867
	Iteration 125Q: 3 clusters Score -2.786207e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 214801 members 
Entering Unmasked Estep 
Score: -27862082.000000 Penalty: 6091.713867
	Iteration 126Q: 3 clusters Score -2.786208e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 214801 members 
Entering Unmasked Estep 
Score: -27862090.000000 Penalty: 6091.713867
	Iteration 127Q: 3 clusters Score -2.786209e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 214801 members 
Entering Unmasked Estep 
Score: -27862080.000000 Penalty: 6091.713867
	Iteration 128Q: 3 clusters Score -2.786208e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 214800 members 
Entering Unmasked Estep 
Score: -27862090.000000 Penalty: 6091.713867
	Iteration 129Q: 3 clusters Score -2.786209e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 214801 members 
Entering Unmasked Estep 
Score: -27862082.000000 Penalty: 6091.713867
	Iteration 130Q: 3 clusters Score -2.786208e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 214806 members 
Entering Unmasked Estep 
Score: -27862094.000000 Penalty: 6091.713867
	Iteration 131Q: 3 clusters Score -2.786209e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 214813 members 
Entering Unmasked Estep 
Score: -27862090.000000 Penalty: 6091.713867
	Iteration 132Q: 3 clusters Score -2.786209e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 214817 members 
Entering Unmasked Estep 
Score: -27862082.000000 Penalty: 6091.713867
	Iteration 133Q: 3 clusters Score -2.786208e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 214820 members 
Entering Unmasked Estep 
Score: -27862090.000000 Penalty: 6091.713867
	Iteration 134Q: 3 clusters Score -2.786209e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 214823 members 
Entering Unmasked Estep 
Score: -27862090.000000 Penalty: 6091.713867
	Iteration 135Q: 3 clusters Score -2.786209e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 214825 members 
Entering Unmasked Estep 
Score: -27862086.000000 Penalty: 6091.713867
	Iteration 136Q: 3 clusters Score -2.786209e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 214826 members 
Entering Unmasked Estep 
Score: -27862102.000000 Penalty: 6091.713867
	Iteration 137Q: 3 clusters Score -2.78621e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 214829 members 
Entering Unmasked Estep 
Score: -27862094.000000 Penalty: 6091.713867
	Iteration 138Q: 3 clusters Score -2.786209e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 214832 members 
Entering Unmasked Estep 
Score: -27862112.000000 Penalty: 6091.713867
	Iteration 139Q: 3 clusters Score -2.786211e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 214834 members 
Entering Unmasked Estep 
Score: -27862110.000000 Penalty: 6091.713867
	Iteration 140F: 3 clusters Score -2.786211e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 214833 members 
Entering Unmasked Estep 
Score: -27862116.000000 Penalty: 6091.713867
	Iteration 141Q: 3 clusters Score -2.786212e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 214833 members 
Entering Unmasked Estep 
Score: -27862116.000000 Penalty: 6091.713867
	Iteration 142F: 3 clusters Score -2.786212e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (40995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40995 members 
Entering Unmasked Estep 
Score: -5211277.000000 Penalty: 2634.058838
	Iteration 0F: 2 clusters Score -5211277 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20620 members 
Mstep: Class 2 contains 20375 members 
Entering Unmasked Estep 
Score: -5183242.000000 Penalty: 5268.117676
	Iteration 0F: 3 clusters Score -5183242 nChanged 18887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21649 members 
Mstep: Class 2 contains 19346 members 
Entering Unmasked Estep 
Score: -5193673.500000 Penalty: 5268.117676
	Iteration 1F: 3 clusters Score -5193674 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22276 members 
Mstep: Class 2 contains 18719 members 
Entering Unmasked Estep 
Score: -5194284.000000 Penalty: 5268.117676
	Iteration 2Q: 3 clusters Score -5194284 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23163 members 
Mstep: Class 2 contains 17832 members 
Entering Unmasked Estep 
Score: -5194920.500000 Penalty: 5268.117676
	Iteration 3Q: 3 clusters Score -5194920 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24372 members 
Mstep: Class 2 contains 16623 members 
Entering Unmasked Estep 
Score: -5195742.500000 Penalty: 5268.117676
	Iteration 4Q: 3 clusters Score -5195742 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25907 members 
Mstep: Class 2 contains 15088 members 
Entering Unmasked Estep 
Score: -5196696.000000 Penalty: 5268.117676
	Iteration 5Q: 3 clusters Score -5196696 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27803 members 
Mstep: Class 2 contains 13192 members 
Entering Unmasked Estep 
Score: -5197937.000000 Penalty: 5268.117676
	Iteration 6F: 3 clusters Score -5197937 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30103 members 
Mstep: Class 2 contains 10892 members 
Entering Unmasked Estep 
Score: -5199546.000000 Penalty: 5268.117676
	Iteration 7F: 3 clusters Score -5199546 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32768 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -5201676.000000 Penalty: 5268.117676
	Iteration 8F: 3 clusters Score -5201676 nChanged 2808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35556 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -5204169.000000 Penalty: 5268.117676
	Iteration 9F: 3 clusters Score -5204169 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37861 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -5206283.000000 Penalty: 5268.117676
	Iteration 10F: 3 clusters Score -5206283 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39332 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -5207591.500000 Penalty: 5268.117676
	Iteration 11Q: 3 clusters Score -5207592 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40050 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -5208263.000000 Penalty: 5268.117676
	Iteration 12Q: 3 clusters Score -5208263 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40364 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -5208640.500000 Penalty: 5268.117676
	Iteration 13Q: 3 clusters Score -5208640 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40497 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -5208825.500000 Penalty: 5268.117676
	Iteration 14Q: 3 clusters Score -5208826 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40541 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -5208925.000000 Penalty: 5268.117676
	Iteration 15Q: 3 clusters Score -5208925 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40563 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -5208973.000000 Penalty: 5268.117676
	Iteration 16Q: 3 clusters Score -5208973 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40565 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -5208997.500000 Penalty: 5268.117676
	Iteration 17Q: 3 clusters Score -5208998 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40571 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -5209012.500000 Penalty: 5268.117676
	Iteration 18Q: 3 clusters Score -5209012 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40574 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -5209037.000000 Penalty: 5268.117676
	Iteration 19Q: 3 clusters Score -5209037 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40572 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -5209047.000000 Penalty: 5268.117676
	Iteration 20F: 3 clusters Score -5209047 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40577 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -5209073.000000 Penalty: 5268.117676
	Iteration 21Q: 3 clusters Score -5209073 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40581 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -5209086.500000 Penalty: 5268.117676
	Iteration 22Q: 3 clusters Score -5209086 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40579 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -5209100.500000 Penalty: 5268.117676
	Iteration 23Q: 3 clusters Score -5209100 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40579 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -5209108.000000 Penalty: 5268.117676
	Iteration 24Q: 3 clusters Score -5209108 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40579 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -5209106.000000 Penalty: 5268.117676
	Iteration 25Q: 3 clusters Score -5209106 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40581 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -5209111.000000 Penalty: 5268.117676
	Iteration 26Q: 3 clusters Score -5209111 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40582 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -5209114.000000 Penalty: 5268.117676
	Iteration 27Q: 3 clusters Score -5209114 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40581 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -5209113.000000 Penalty: 5268.117676
	Iteration 28Q: 3 clusters Score -5209113 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40581 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -5209113.000000 Penalty: 5268.117676
	Iteration 29F: 3 clusters Score -5209113 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Entering Unmasked Estep 
Score: -94250.476562 Penalty: 1620.379639
	Iteration 0F: 2 clusters Score -94250.48 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 335 members 
Entering Unmasked Estep 
Score: -92808.640625 Penalty: 3240.759277
	Iteration 0F: 3 clusters Score -92808.64 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -94249.242188 Penalty: 3240.759277
	Iteration 1F: 3 clusters Score -94249.24 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -95050.859375 Penalty: 3240.759277
	Iteration 2F: 3 clusters Score -95050.86 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -95463.195312 Penalty: 3240.759277
	Iteration 3Q: 3 clusters Score -95463.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -95540.648438 Penalty: 3240.759277
	Iteration 4Q: 3 clusters Score -95540.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -95552.984375 Penalty: 3240.759277
	Iteration 5Q: 3 clusters Score -95552.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -95559.656250 Penalty: 3240.759277
	Iteration 6Q: 3 clusters Score -95559.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -95559.656250 Penalty: 3240.759277
	Iteration 7F: 3 clusters Score -95559.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 52553 members 
Mstep: Class 3 contains 5280 members 
Mstep: Class 4 contains 27249 members 
Mstep: Class 5 contains 8286 members 
Mstep: Class 6 contains 4490 members 
Mstep: Class 7 contains 26582 members 
Mstep: Class 8 contains 749 members 
Mstep: Class 9 contains 10973 members 
Mstep: Class 10 contains 3040 members 
Mstep: Class 11 contains 37309 members 
Mstep: Class 12 contains 23336 members 
Mstep: Class 13 contains 215708 members 
Mstep: Class 14 contains 40995 members 
Mstep: Class 15 contains 362 members 
Mstep: Class 16 contains 29095 members 
Mstep: Class 17 contains 9366 members 
Mstep: Class 18 contains 14308 members 
Mstep: Class 19 contains 61584 members 
Mstep: Class 20 contains 10998 members 
Mstep: Class 21 contains 16567 members 
Mstep: Class 22 contains 2993 members 
Mstep: Class 23 contains 2570 members 
Mstep: Class 24 contains 18665 members 
Mstep: Class 25 contains 2068 members 
Mstep: Class 26 contains 22288 members 
Mstep: Class 27 contains 6174 members 
Mstep: Class 28 contains 4145 members 
Mstep: Class 29 contains 37122 members 
Mstep: Class 30 contains 4527 members 
Mstep: Class 31 contains 481 members 
Mstep: Class 32 contains 382 members 
Mstep: Class 33 contains 38551 members 
Mstep: Class 34 contains 605 members 
Mstep: Class 35 contains 8732 members 
Mstep: Class 36 contains 2453 members 
Mstep: Class 37 contains 164248 members 
Mstep: Class 38 contains 8339 members 
Mstep: Class 39 contains 4265 members 
Mstep: Class 40 contains 5324 members 
Mstep: Class 41 contains 2913 members 
Mstep: Class 42 contains 3709 members 
Mstep: Class 43 contains 550 members 
Mstep: Class 44 contains 3468 members 
Mstep: Class 45 contains 1907 members 
Mstep: Class 46 contains 391 members 
Mstep: Class 47 contains 5100 members 
Mstep: Class 48 contains 1825 members 
Mstep: Class 49 contains 4225 members 
Mstep: Class 50 contains 6309 members 
Mstep: Class 51 contains 175504 members 
Mstep: Class 52 contains 340 members 
Mstep: Class 53 contains 208 members 
Mstep: Class 54 contains 355 members 
Mstep: Class 55 contains 4301 members 
Mstep: Class 56 contains 2518 members 
Mstep: Class 57 contains 179 members 
Mstep: Class 58 contains 10459 members 
Mstep: Class 59 contains 656 members 
Mstep: Class 60 contains 17851 members 
Mstep: Class 61 contains 255 members 
Mstep: Class 62 contains 1211 members 
Mstep: Class 63 contains 438 members 
Mstep: Class 64 contains 344 members 
Mstep: Class 65 contains 613 members 
Mstep: Class 66 contains 1911 members 
Mstep: Class 67 contains 187 members 
Mstep: Class 68 contains 327 members 
Mstep: Class 69 contains 164 members 
Mstep: Class 70 contains 306 members 
Mstep: Class 71 contains 2351 members 
Mstep: Class 72 contains 443 members 
Mstep: Class 73 contains 379 members 
Mstep: Class 74 contains 226 members 
Mstep: Class 75 contains 506 members 
Mstep: Class 76 contains 228 members 
Mstep: Class 77 contains 397 members 
Mstep: Class 78 contains 491 members 
Mstep: Class 79 contains 1161 members 
Mstep: Class 80 contains 326 members 
Entering Unmasked Estep 
Score: -147553072.000000 Penalty: 277521.750000
Splitting cluster 15 changes total score from -147553632.000000 to -147553072.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (29095 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29095 members 
Entering Unmasked Estep 
Score: -3692968.750000 Penalty: 2549.023682
	Iteration 0F: 2 clusters Score -3692969 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14587 members 
Mstep: Class 2 contains 14508 members 
Entering Unmasked Estep 
Score: -3673087.500000 Penalty: 5098.047363
	Iteration 0F: 3 clusters Score -3673088 nChanged 12964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14875 members 
Mstep: Class 2 contains 14220 members 
Entering Unmasked Estep 
Score: -3679991.250000 Penalty: 5098.047363
	Iteration 1F: 3 clusters Score -3679991 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15225 members 
Mstep: Class 2 contains 13870 members 
Entering Unmasked Estep 
Score: -3680638.750000 Penalty: 5098.047363
	Iteration 2F: 3 clusters Score -3680639 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15735 members 
Mstep: Class 2 contains 13360 members 
Entering Unmasked Estep 
Score: -3681423.250000 Penalty: 5098.047363
	Iteration 3F: 3 clusters Score -3681423 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16413 members 
Mstep: Class 2 contains 12682 members 
Entering Unmasked Estep 
Score: -3682474.750000 Penalty: 5098.047363
	Iteration 4F: 3 clusters Score -3682475 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17232 members 
Mstep: Class 2 contains 11863 members 
Entering Unmasked Estep 
Score: -3683746.250000 Penalty: 5098.047363
	Iteration 5F: 3 clusters Score -3683746 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18102 members 
Mstep: Class 2 contains 10993 members 
Entering Unmasked Estep 
Score: -3685175.000000 Penalty: 5098.047363
	Iteration 6F: 3 clusters Score -3685175 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18844 members 
Mstep: Class 2 contains 10251 members 
Entering Unmasked Estep 
Score: -3686471.250000 Penalty: 5098.047363
	Iteration 7F: 3 clusters Score -3686471 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19396 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -3687611.000000 Penalty: 5098.047363
	Iteration 8F: 3 clusters Score -3687611 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19736 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -3688512.500000 Penalty: 5098.047363
	Iteration 9Q: 3 clusters Score -3688512 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19939 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -3689099.250000 Penalty: 5098.047363
	Iteration 10Q: 3 clusters Score -3689099 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20099 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -3689452.000000 Penalty: 5098.047363
	Iteration 11Q: 3 clusters Score -3689452 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20247 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -3689615.000000 Penalty: 5098.047363
	Iteration 12Q: 3 clusters Score -3689615 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20397 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -3689721.500000 Penalty: 5098.047363
	Iteration 13Q: 3 clusters Score -3689722 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20548 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -3689793.500000 Penalty: 5098.047363
	Iteration 14Q: 3 clusters Score -3689794 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20688 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -3689837.000000 Penalty: 5098.047363
	Iteration 15Q: 3 clusters Score -3689837 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20800 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -3689856.000000 Penalty: 5098.047363
	Iteration 16Q: 3 clusters Score -3689856 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20918 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -3689884.250000 Penalty: 5098.047363
	Iteration 17Q: 3 clusters Score -3689884 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21045 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -3689909.000000 Penalty: 5098.047363
	Iteration 18Q: 3 clusters Score -3689909 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21171 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -3689928.000000 Penalty: 5098.047363
	Iteration 19Q: 3 clusters Score -3689928 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21285 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -3689954.750000 Penalty: 5098.047363
	Iteration 20F: 3 clusters Score -3689955 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21415 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -3689979.750000 Penalty: 5098.047363
	Iteration 21Q: 3 clusters Score -3689980 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21560 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -3690019.750000 Penalty: 5098.047363
	Iteration 22Q: 3 clusters Score -3690020 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21722 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -3690051.000000 Penalty: 5098.047363
	Iteration 23Q: 3 clusters Score -3690051 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21907 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -3690108.750000 Penalty: 5098.047363
	Iteration 24Q: 3 clusters Score -3690109 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22094 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -3690158.000000 Penalty: 5098.047363
	Iteration 25Q: 3 clusters Score -3690158 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22297 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -3690205.250000 Penalty: 5098.047363
	Iteration 26Q: 3 clusters Score -3690205 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22506 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -3690294.500000 Penalty: 5098.047363
	Iteration 27Q: 3 clusters Score -3690294 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22753 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -3690410.250000 Penalty: 5098.047363
	Iteration 28Q: 3 clusters Score -3690410 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23028 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -3690551.250000 Penalty: 5098.047363
	Iteration 29Q: 3 clusters Score -3690551 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23301 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -3690708.000000 Penalty: 5098.047363
	Iteration 30Q: 3 clusters Score -3690708 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23605 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -3690933.750000 Penalty: 5098.047363
	Iteration 31Q: 3 clusters Score -3690934 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23896 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -3691162.250000 Penalty: 5098.047363
	Iteration 32Q: 3 clusters Score -3691162 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24151 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -3691367.750000 Penalty: 5098.047363
	Iteration 33Q: 3 clusters Score -3691368 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24359 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -3691495.250000 Penalty: 5098.047363
	Iteration 34Q: 3 clusters Score -3691495 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24510 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -3691570.500000 Penalty: 5098.047363
	Iteration 35Q: 3 clusters Score -3691570 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24616 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -3691621.000000 Penalty: 5098.047363
	Iteration 36Q: 3 clusters Score -3691621 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24705 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -3691666.500000 Penalty: 5098.047363
	Iteration 37Q: 3 clusters Score -3691666 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24772 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -3691680.000000 Penalty: 5098.047363
	Iteration 38Q: 3 clusters Score -3691680 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24827 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -3691692.000000 Penalty: 5098.047363
	Iteration 39Q: 3 clusters Score -3691692 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24878 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -3691684.000000 Penalty: 5098.047363
	Iteration 40F: 3 clusters Score -3691684 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24908 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -3691686.500000 Penalty: 5098.047363
	Iteration 41Q: 3 clusters Score -3691686 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24932 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -3691687.500000 Penalty: 5098.047363
	Iteration 42Q: 3 clusters Score -3691688 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24958 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -3691699.750000 Penalty: 5098.047363
	Iteration 43Q: 3 clusters Score -3691700 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24986 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -3691706.250000 Penalty: 5098.047363
	Iteration 44Q: 3 clusters Score -3691706 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25014 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -3691706.000000 Penalty: 5098.047363
	Iteration 45Q: 3 clusters Score -3691706 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25030 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -3691712.250000 Penalty: 5098.047363
	Iteration 46Q: 3 clusters Score -3691712 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25045 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -3691720.000000 Penalty: 5098.047363
	Iteration 47Q: 3 clusters Score -3691720 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25062 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -3691729.250000 Penalty: 5098.047363
	Iteration 48Q: 3 clusters Score -3691729 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25083 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -3691735.000000 Penalty: 5098.047363
	Iteration 49Q: 3 clusters Score -3691735 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25101 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -3691741.000000 Penalty: 5098.047363
	Iteration 50Q: 3 clusters Score -3691741 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25117 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -3691740.250000 Penalty: 5098.047363
	Iteration 51Q: 3 clusters Score -3691740 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25128 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -3691733.750000 Penalty: 5098.047363
	Iteration 52Q: 3 clusters Score -3691734 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25140 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -3691745.000000 Penalty: 5098.047363
	Iteration 53Q: 3 clusters Score -3691745 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25148 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -3691744.500000 Penalty: 5098.047363
	Iteration 54Q: 3 clusters Score -3691744 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25158 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -3691750.250000 Penalty: 5098.047363
	Iteration 55Q: 3 clusters Score -3691750 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25168 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -3691746.500000 Penalty: 5098.047363
	Iteration 56Q: 3 clusters Score -3691746 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25174 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -3691748.750000 Penalty: 5098.047363
	Iteration 57Q: 3 clusters Score -3691749 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25178 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -3691747.500000 Penalty: 5098.047363
	Iteration 58Q: 3 clusters Score -3691748 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25181 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -3691751.750000 Penalty: 5098.047363
	Iteration 59Q: 3 clusters Score -3691752 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25186 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -3691744.000000 Penalty: 5098.047363
	Iteration 60F: 3 clusters Score -3691744 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25192 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -3691749.500000 Penalty: 5098.047363
	Iteration 61Q: 3 clusters Score -3691750 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25197 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -3691752.500000 Penalty: 5098.047363
	Iteration 62Q: 3 clusters Score -3691752 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25200 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -3691750.250000 Penalty: 5098.047363
	Iteration 63Q: 3 clusters Score -3691750 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25205 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -3691745.500000 Penalty: 5098.047363
	Iteration 64Q: 3 clusters Score -3691746 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25208 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -3691746.750000 Penalty: 5098.047363
	Iteration 65Q: 3 clusters Score -3691747 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25214 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -3691756.250000 Penalty: 5098.047363
	Iteration 66Q: 3 clusters Score -3691756 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25219 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -3691754.500000 Penalty: 5098.047363
	Iteration 67Q: 3 clusters Score -3691754 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25223 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -3691753.500000 Penalty: 5098.047363
	Iteration 68Q: 3 clusters Score -3691754 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25232 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -3691756.750000 Penalty: 5098.047363
	Iteration 69Q: 3 clusters Score -3691757 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25235 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -3691755.250000 Penalty: 5098.047363
	Iteration 70Q: 3 clusters Score -3691755 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25236 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -3691757.750000 Penalty: 5098.047363
	Iteration 71Q: 3 clusters Score -3691758 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25236 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -3691757.750000 Penalty: 5098.047363
	Iteration 72F: 3 clusters Score -3691758 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (9366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Entering Unmasked Estep 
Score: -1180911.250000 Penalty: 2267.920654
	Iteration 0F: 2 clusters Score -1180911 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -1173659.625000 Penalty: 4535.841309
	Iteration 0F: 3 clusters Score -1173660 nChanged 3850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -1175673.625000 Penalty: 4535.841309
	Iteration 1F: 3 clusters Score -1175674 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -1175903.875000 Penalty: 4535.841309
	Iteration 2F: 3 clusters Score -1175904 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -1176066.500000 Penalty: 4535.841309
	Iteration 3Q: 3 clusters Score -1176066 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -1176182.000000 Penalty: 4535.841309
	Iteration 4Q: 3 clusters Score -1176182 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -1176283.625000 Penalty: 4535.841309
	Iteration 5Q: 3 clusters Score -1176284 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -1176360.625000 Penalty: 4535.841309
	Iteration 6Q: 3 clusters Score -1176361 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -1176433.750000 Penalty: 4535.841309
	Iteration 7Q: 3 clusters Score -1176434 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -1176506.500000 Penalty: 4535.841309
	Iteration 8Q: 3 clusters Score -1176506 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -1176583.250000 Penalty: 4535.841309
	Iteration 9Q: 3 clusters Score -1176583 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -1176674.375000 Penalty: 4535.841309
	Iteration 10Q: 3 clusters Score -1176674 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -1176763.875000 Penalty: 4535.841309
	Iteration 11Q: 3 clusters Score -1176764 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -1176882.625000 Penalty: 4535.841309
	Iteration 12Q: 3 clusters Score -1176883 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -1177015.875000 Penalty: 4535.841309
	Iteration 13Q: 3 clusters Score -1177016 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -1177187.000000 Penalty: 4535.841309
	Iteration 14Q: 3 clusters Score -1177187 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -1177379.750000 Penalty: 4535.841309
	Iteration 15Q: 3 clusters Score -1177380 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -1177575.125000 Penalty: 4535.841309
	Iteration 16Q: 3 clusters Score -1177575 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -1177779.000000 Penalty: 4535.841309
	Iteration 17Q: 3 clusters Score -1177779 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -1177956.625000 Penalty: 4535.841309
	Iteration 18Q: 3 clusters Score -1177957 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -1178115.500000 Penalty: 4535.841309
	Iteration 19Q: 3 clusters Score -1178116 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -1178278.875000 Penalty: 4535.841309
	Iteration 20F: 3 clusters Score -1178279 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -1178447.000000 Penalty: 4535.841309
	Iteration 21Q: 3 clusters Score -1178447 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -1178573.125000 Penalty: 4535.841309
	Iteration 22Q: 3 clusters Score -1178573 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -1178657.875000 Penalty: 4535.841309
	Iteration 23Q: 3 clusters Score -1178658 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -1178718.125000 Penalty: 4535.841309
	Iteration 24Q: 3 clusters Score -1178718 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -1178756.375000 Penalty: 4535.841309
	Iteration 25Q: 3 clusters Score -1178756 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -1178790.125000 Penalty: 4535.841309
	Iteration 26Q: 3 clusters Score -1178790 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -1178807.250000 Penalty: 4535.841309
	Iteration 27Q: 3 clusters Score -1178807 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -1178825.000000 Penalty: 4535.841309
	Iteration 28Q: 3 clusters Score -1178825 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -1178835.000000 Penalty: 4535.841309
	Iteration 29Q: 3 clusters Score -1178835 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -1178842.375000 Penalty: 4535.841309
	Iteration 30Q: 3 clusters Score -1178842 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -1178848.375000 Penalty: 4535.841309
	Iteration 31Q: 3 clusters Score -1178848 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -1178850.875000 Penalty: 4535.841309
	Iteration 32Q: 3 clusters Score -1178851 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -1178857.250000 Penalty: 4535.841309
	Iteration 33Q: 3 clusters Score -1178857 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -1178865.250000 Penalty: 4535.841309
	Iteration 34Q: 3 clusters Score -1178865 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -1178874.000000 Penalty: 4535.841309
	Iteration 35Q: 3 clusters Score -1178874 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -1178876.125000 Penalty: 4535.841309
	Iteration 36Q: 3 clusters Score -1178876 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
Score: -1178876.250000 Penalty: 4535.841309
	Iteration 37Q: 3 clusters Score -1178876 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
Score: -1178876.250000 Penalty: 4535.841309
	Iteration 38F: 3 clusters Score -1178876 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (14308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14308 members 
Entering Unmasked Estep 
Score: -1840929.500000 Penalty: 2373.006348
	Iteration 0F: 2 clusters Score -1840930 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -1830476.000000 Penalty: 4746.012695
	Iteration 0F: 3 clusters Score -1830476 nChanged 6123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -1833731.500000 Penalty: 4746.012695
	Iteration 1F: 3 clusters Score -1833732 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -1834016.500000 Penalty: 4746.012695
	Iteration 2F: 3 clusters Score -1834016 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -1834234.750000 Penalty: 4746.012695
	Iteration 3Q: 3 clusters Score -1834235 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -1834406.750000 Penalty: 4746.012695
	Iteration 4Q: 3 clusters Score -1834407 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -1834548.375000 Penalty: 4746.012695
	Iteration 5Q: 3 clusters Score -1834548 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -1834686.750000 Penalty: 4746.012695
	Iteration 6Q: 3 clusters Score -1834687 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -1834814.500000 Penalty: 4746.012695
	Iteration 7Q: 3 clusters Score -1834814 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -1834956.625000 Penalty: 4746.012695
	Iteration 8Q: 3 clusters Score -1834957 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -1835101.500000 Penalty: 4746.012695
	Iteration 9Q: 3 clusters Score -1835102 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -1835276.750000 Penalty: 4746.012695
	Iteration 10Q: 3 clusters Score -1835277 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -1835512.125000 Penalty: 4746.012695
	Iteration 11Q: 3 clusters Score -1835512 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -1835770.375000 Penalty: 4746.012695
	Iteration 12Q: 3 clusters Score -1835770 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -1836113.125000 Penalty: 4746.012695
	Iteration 13Q: 3 clusters Score -1836113 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10714 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -1836556.000000 Penalty: 4746.012695
	Iteration 14Q: 3 clusters Score -1836556 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11259 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -1837069.750000 Penalty: 4746.012695
	Iteration 15Q: 3 clusters Score -1837070 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11731 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -1837536.625000 Penalty: 4746.012695
	Iteration 16Q: 3 clusters Score -1837537 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12143 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -1837952.125000 Penalty: 4746.012695
	Iteration 17Q: 3 clusters Score -1837952 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12413 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -1838213.625000 Penalty: 4746.012695
	Iteration 18Q: 3 clusters Score -1838214 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12586 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -1838373.250000 Penalty: 4746.012695
	Iteration 19Q: 3 clusters Score -1838373 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12722 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -1838482.250000 Penalty: 4746.012695
	Iteration 20F: 3 clusters Score -1838482 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12845 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -1838582.375000 Penalty: 4746.012695
	Iteration 21Q: 3 clusters Score -1838582 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12941 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -1838665.375000 Penalty: 4746.012695
	Iteration 22Q: 3 clusters Score -1838665 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13009 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -1838708.000000 Penalty: 4746.012695
	Iteration 23Q: 3 clusters Score -1838708 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13058 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -1838741.375000 Penalty: 4746.012695
	Iteration 24Q: 3 clusters Score -1838741 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13095 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1838764.375000 Penalty: 4746.012695
	Iteration 25Q: 3 clusters Score -1838764 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13120 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -1838778.125000 Penalty: 4746.012695
	Iteration 26Q: 3 clusters Score -1838778 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13141 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -1838789.875000 Penalty: 4746.012695
	Iteration 27Q: 3 clusters Score -1838790 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13166 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -1838801.000000 Penalty: 4746.012695
	Iteration 28Q: 3 clusters Score -1838801 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13194 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -1838812.375000 Penalty: 4746.012695
	Iteration 29Q: 3 clusters Score -1838812 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13209 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1838820.875000 Penalty: 4746.012695
	Iteration 30Q: 3 clusters Score -1838821 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13223 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -1838823.625000 Penalty: 4746.012695
	Iteration 31Q: 3 clusters Score -1838824 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13235 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -1838829.625000 Penalty: 4746.012695
	Iteration 32Q: 3 clusters Score -1838830 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13243 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -1838830.500000 Penalty: 4746.012695
	Iteration 33Q: 3 clusters Score -1838830 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13245 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -1838829.750000 Penalty: 4746.012695
	Iteration 34Q: 3 clusters Score -1838830 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13248 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -1838832.000000 Penalty: 4746.012695
	Iteration 35Q: 3 clusters Score -1838832 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13250 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -1838834.000000 Penalty: 4746.012695
	Iteration 36Q: 3 clusters Score -1838834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13253 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -1838834.125000 Penalty: 4746.012695
	Iteration 37Q: 3 clusters Score -1838834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13256 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -1838832.500000 Penalty: 4746.012695
	Iteration 38Q: 3 clusters Score -1838832 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13257 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -1838833.375000 Penalty: 4746.012695
	Iteration 39Q: 3 clusters Score -1838833 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13259 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -1838834.500000 Penalty: 4746.012695
	Iteration 40F: 3 clusters Score -1838834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13262 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -1838833.000000 Penalty: 4746.012695
	Iteration 41Q: 3 clusters Score -1838833 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13262 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -1838833.000000 Penalty: 4746.012695
	Iteration 42F: 3 clusters Score -1838833 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (61584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61584 members 
Entering Unmasked Estep 
Score: -7828901.500000 Penalty: 2734.982910
	Iteration 0F: 2 clusters Score -7828902 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31010 members 
Mstep: Class 2 contains 30574 members 
Entering Unmasked Estep 
Score: -7787557.500000 Penalty: 5469.965820
	Iteration 0F: 3 clusters Score -7787558 nChanged 28612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32688 members 
Mstep: Class 2 contains 28896 members 
Entering Unmasked Estep 
Score: -7803924.500000 Penalty: 5469.965820
	Iteration 1F: 3 clusters Score -7803924 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33682 members 
Mstep: Class 2 contains 27902 members 
Entering Unmasked Estep 
Score: -7804972.000000 Penalty: 5469.965820
	Iteration 2Q: 3 clusters Score -7804972 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35035 members 
Mstep: Class 2 contains 26549 members 
Entering Unmasked Estep 
Score: -7806323.000000 Penalty: 5469.965820
	Iteration 3Q: 3 clusters Score -7806323 nChanged 3106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36765 members 
Mstep: Class 2 contains 24819 members 
Entering Unmasked Estep 
Score: -7807976.000000 Penalty: 5469.965820
	Iteration 4F: 3 clusters Score -7807976 nChanged 3342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38951 members 
Mstep: Class 2 contains 22633 members 
Entering Unmasked Estep 
Score: -7810053.500000 Penalty: 5469.965820
	Iteration 5F: 3 clusters Score -7810054 nChanged 3505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41546 members 
Mstep: Class 2 contains 20038 members 
Entering Unmasked Estep 
Score: -7812326.500000 Penalty: 5469.965820
	Iteration 6F: 3 clusters Score -7812326 nChanged 3544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44430 members 
Mstep: Class 2 contains 17154 members 
Entering Unmasked Estep 
Score: -7814761.500000 Penalty: 5469.965820
	Iteration 7F: 3 clusters Score -7814762 nChanged 3417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47391 members 
Mstep: Class 2 contains 14193 members 
Entering Unmasked Estep 
Score: -7817293.000000 Penalty: 5469.965820
	Iteration 8F: 3 clusters Score -7817293 nChanged 3141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50256 members 
Mstep: Class 2 contains 11328 members 
Entering Unmasked Estep 
Score: -7819650.500000 Penalty: 5469.965820
	Iteration 9F: 3 clusters Score -7819650 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52669 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -7821458.500000 Penalty: 5469.965820
	Iteration 10Q: 3 clusters Score -7821458 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54717 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -7822936.500000 Penalty: 5469.965820
	Iteration 11Q: 3 clusters Score -7822936 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56296 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -7823990.000000 Penalty: 5469.965820
	Iteration 12Q: 3 clusters Score -7823990 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57519 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -7824856.500000 Penalty: 5469.965820
	Iteration 13Q: 3 clusters Score -7824856 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58451 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -7825468.500000 Penalty: 5469.965820
	Iteration 14Q: 3 clusters Score -7825468 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59080 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -7825910.000000 Penalty: 5469.965820
	Iteration 15Q: 3 clusters Score -7825910 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59521 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -7826161.000000 Penalty: 5469.965820
	Iteration 16Q: 3 clusters Score -7826161 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59820 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -7826317.000000 Penalty: 5469.965820
	Iteration 17Q: 3 clusters Score -7826317 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60029 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -7826455.500000 Penalty: 5469.965820
	Iteration 18Q: 3 clusters Score -7826456 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60173 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -7826523.500000 Penalty: 5469.965820
	Iteration 19Q: 3 clusters Score -7826524 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60275 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -7826567.000000 Penalty: 5469.965820
	Iteration 20F: 3 clusters Score -7826567 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60345 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -7826598.500000 Penalty: 5469.965820
	Iteration 21Q: 3 clusters Score -7826598 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60392 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -7826637.500000 Penalty: 5469.965820
	Iteration 22Q: 3 clusters Score -7826638 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60430 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -7826666.500000 Penalty: 5469.965820
	Iteration 23Q: 3 clusters Score -7826666 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60464 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -7826684.000000 Penalty: 5469.965820
	Iteration 24Q: 3 clusters Score -7826684 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60489 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -7826703.500000 Penalty: 5469.965820
	Iteration 25Q: 3 clusters Score -7826704 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60511 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -7826722.500000 Penalty: 5469.965820
	Iteration 26Q: 3 clusters Score -7826722 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60531 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -7826733.500000 Penalty: 5469.965820
	Iteration 27Q: 3 clusters Score -7826734 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60543 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -7826738.000000 Penalty: 5469.965820
	Iteration 28Q: 3 clusters Score -7826738 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60557 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -7826753.000000 Penalty: 5469.965820
	Iteration 29Q: 3 clusters Score -7826753 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60567 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -7826754.500000 Penalty: 5469.965820
	Iteration 30Q: 3 clusters Score -7826754 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60575 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -7826752.000000 Penalty: 5469.965820
	Iteration 31Q: 3 clusters Score -7826752 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60584 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -7826757.000000 Penalty: 5469.965820
	Iteration 32Q: 3 clusters Score -7826757 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60598 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -7826767.000000 Penalty: 5469.965820
	Iteration 33Q: 3 clusters Score -7826767 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60610 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -7826773.500000 Penalty: 5469.965820
	Iteration 34Q: 3 clusters Score -7826774 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60618 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -7826779.500000 Penalty: 5469.965820
	Iteration 35Q: 3 clusters Score -7826780 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60623 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -7826789.500000 Penalty: 5469.965820
	Iteration 36Q: 3 clusters Score -7826790 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60630 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -7826787.500000 Penalty: 5469.965820
	Iteration 37Q: 3 clusters Score -7826788 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60635 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -7826794.500000 Penalty: 5469.965820
	Iteration 38Q: 3 clusters Score -7826794 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60639 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -7826790.500000 Penalty: 5469.965820
	Iteration 39Q: 3 clusters Score -7826790 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60644 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -7826790.500000 Penalty: 5469.965820
	Iteration 40F: 3 clusters Score -7826790 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60648 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -7826787.500000 Penalty: 5469.965820
	Iteration 41Q: 3 clusters Score -7826788 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60649 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -7826790.500000 Penalty: 5469.965820
	Iteration 42Q: 3 clusters Score -7826790 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60652 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -7826793.000000 Penalty: 5469.965820
	Iteration 43Q: 3 clusters Score -7826793 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60657 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -7826795.500000 Penalty: 5469.965820
	Iteration 44Q: 3 clusters Score -7826796 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60658 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -7826792.500000 Penalty: 5469.965820
	Iteration 45Q: 3 clusters Score -7826792 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60660 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -7826787.500000 Penalty: 5469.965820
	Iteration 46Q: 3 clusters Score -7826788 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60661 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -7826783.000000 Penalty: 5469.965820
	Iteration 47Q: 3 clusters Score -7826783 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60661 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -7826783.000000 Penalty: 5469.965820
	Iteration 48F: 3 clusters Score -7826783 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (10998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10998 members 
Entering Unmasked Estep 
Score: -1389689.125000 Penalty: 2307.756104
	Iteration 0F: 2 clusters Score -1389689 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -1381357.500000 Penalty: 4615.512207
	Iteration 0F: 3 clusters Score -1381358 nChanged 4638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -1383923.500000 Penalty: 4615.512207
	Iteration 1F: 3 clusters Score -1383924 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -1384315.875000 Penalty: 4615.512207
	Iteration 2F: 3 clusters Score -1384316 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -1384670.375000 Penalty: 4615.512207
	Iteration 3F: 3 clusters Score -1384670 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -1385033.875000 Penalty: 4615.512207
	Iteration 4F: 3 clusters Score -1385034 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -1385381.875000 Penalty: 4615.512207
	Iteration 5Q: 3 clusters Score -1385382 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -1385725.000000 Penalty: 4615.512207
	Iteration 6Q: 3 clusters Score -1385725 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -1386015.375000 Penalty: 4615.512207
	Iteration 7Q: 3 clusters Score -1386015 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -1386289.500000 Penalty: 4615.512207
	Iteration 8Q: 3 clusters Score -1386290 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -1386562.250000 Penalty: 4615.512207
	Iteration 9Q: 3 clusters Score -1386562 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -1386819.125000 Penalty: 4615.512207
	Iteration 10Q: 3 clusters Score -1386819 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -1387023.375000 Penalty: 4615.512207
	Iteration 11Q: 3 clusters Score -1387023 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -1387206.875000 Penalty: 4615.512207
	Iteration 12Q: 3 clusters Score -1387207 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -1387340.875000 Penalty: 4615.512207
	Iteration 13Q: 3 clusters Score -1387341 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -1387461.750000 Penalty: 4615.512207
	Iteration 14Q: 3 clusters Score -1387462 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -1387560.250000 Penalty: 4615.512207
	Iteration 15Q: 3 clusters Score -1387560 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -1387665.875000 Penalty: 4615.512207
	Iteration 16Q: 3 clusters Score -1387666 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -1387758.000000 Penalty: 4615.512207
	Iteration 17Q: 3 clusters Score -1387758 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -1387856.500000 Penalty: 4615.512207
	Iteration 18Q: 3 clusters Score -1387856 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 8942 members 
Entering Unmasked Estep 
Score: -1387965.625000 Penalty: 4615.512207
	Iteration 19Q: 3 clusters Score -1387966 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -1388105.125000 Penalty: 4615.512207
	Iteration 20F: 3 clusters Score -1388105 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -1388241.375000 Penalty: 4615.512207
	Iteration 21Q: 3 clusters Score -1388241 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -1388354.000000 Penalty: 4615.512207
	Iteration 22Q: 3 clusters Score -1388354 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
Score: -1388415.250000 Penalty: 4615.512207
	Iteration 23Q: 3 clusters Score -1388415 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -1388456.000000 Penalty: 4615.512207
	Iteration 24Q: 3 clusters Score -1388456 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 9335 members 
Entering Unmasked Estep 
Score: -1388485.375000 Penalty: 4615.512207
	Iteration 25Q: 3 clusters Score -1388485 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
Score: -1388505.625000 Penalty: 4615.512207
	Iteration 26Q: 3 clusters Score -1388506 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -1388524.125000 Penalty: 4615.512207
	Iteration 27Q: 3 clusters Score -1388524 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -1388537.875000 Penalty: 4615.512207
	Iteration 28Q: 3 clusters Score -1388538 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -1388541.250000 Penalty: 4615.512207
	Iteration 29Q: 3 clusters Score -1388541 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -1388547.375000 Penalty: 4615.512207
	Iteration 30Q: 3 clusters Score -1388547 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -1388551.250000 Penalty: 4615.512207
	Iteration 31Q: 3 clusters Score -1388551 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
Score: -1388551.250000 Penalty: 4615.512207
	Iteration 32Q: 3 clusters Score -1388551 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 9449 members 
Entering Unmasked Estep 
Score: -1388555.250000 Penalty: 4615.512207
	Iteration 33Q: 3 clusters Score -1388555 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 9453 members 
Entering Unmasked Estep 
Score: -1388556.125000 Penalty: 4615.512207
	Iteration 34Q: 3 clusters Score -1388556 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -1388555.000000 Penalty: 4615.512207
	Iteration 35Q: 3 clusters Score -1388555 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 9459 members 
Entering Unmasked Estep 
Score: -1388554.625000 Penalty: 4615.512207
	Iteration 36Q: 3 clusters Score -1388555 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -1388555.375000 Penalty: 4615.512207
	Iteration 37Q: 3 clusters Score -1388555 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -1388553.875000 Penalty: 4615.512207
	Iteration 38Q: 3 clusters Score -1388554 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -1388553.875000 Penalty: 4615.512207
	Iteration 39F: 3 clusters Score -1388554 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (16567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16567 members 
Entering Unmasked Estep 
Score: -1935053.500000 Penalty: 2409.361572
	Iteration 0F: 2 clusters Score -1935054 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -1923177.375000 Penalty: 4818.723145
	Iteration 0F: 3 clusters Score -1923177 nChanged 7203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -1927089.250000 Penalty: 4818.723145
	Iteration 1F: 3 clusters Score -1927089 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -1927540.250000 Penalty: 4818.723145
	Iteration 2F: 3 clusters Score -1927540 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -1927919.125000 Penalty: 4818.723145
	Iteration 3F: 3 clusters Score -1927919 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -1928282.000000 Penalty: 4818.723145
	Iteration 4Q: 3 clusters Score -1928282 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -1928630.750000 Penalty: 4818.723145
	Iteration 5Q: 3 clusters Score -1928631 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10363 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -1929017.000000 Penalty: 4818.723145
	Iteration 6Q: 3 clusters Score -1929017 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10969 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -1929447.250000 Penalty: 4818.723145
	Iteration 7Q: 3 clusters Score -1929447 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11666 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -1929954.375000 Penalty: 4818.723145
	Iteration 8Q: 3 clusters Score -1929954 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12386 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -1930532.000000 Penalty: 4818.723145
	Iteration 9Q: 3 clusters Score -1930532 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13058 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -1931065.875000 Penalty: 4818.723145
	Iteration 10Q: 3 clusters Score -1931066 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13697 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -1931566.125000 Penalty: 4818.723145
	Iteration 11Q: 3 clusters Score -1931566 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14239 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -1931985.250000 Penalty: 4818.723145
	Iteration 12Q: 3 clusters Score -1931985 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14713 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -1932365.125000 Penalty: 4818.723145
	Iteration 13Q: 3 clusters Score -1932365 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15058 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -1932599.125000 Penalty: 4818.723145
	Iteration 14Q: 3 clusters Score -1932599 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15302 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -1932768.375000 Penalty: 4818.723145
	Iteration 15Q: 3 clusters Score -1932768 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15469 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -1932873.625000 Penalty: 4818.723145
	Iteration 16Q: 3 clusters Score -1932874 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15573 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -1932946.000000 Penalty: 4818.723145
	Iteration 17Q: 3 clusters Score -1932946 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15656 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -1932995.625000 Penalty: 4818.723145
	Iteration 18Q: 3 clusters Score -1932996 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15711 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -1933045.000000 Penalty: 4818.723145
	Iteration 19Q: 3 clusters Score -1933045 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15755 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -1933082.000000 Penalty: 4818.723145
	Iteration 20F: 3 clusters Score -1933082 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15790 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -1933107.625000 Penalty: 4818.723145
	Iteration 21Q: 3 clusters Score -1933108 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15818 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -1933129.750000 Penalty: 4818.723145
	Iteration 22Q: 3 clusters Score -1933130 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15833 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -1933139.875000 Penalty: 4818.723145
	Iteration 23Q: 3 clusters Score -1933140 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15854 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -1933157.875000 Penalty: 4818.723145
	Iteration 24Q: 3 clusters Score -1933158 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15872 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -1933169.250000 Penalty: 4818.723145
	Iteration 25Q: 3 clusters Score -1933169 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15889 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1933185.000000 Penalty: 4818.723145
	Iteration 26Q: 3 clusters Score -1933185 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15901 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -1933187.000000 Penalty: 4818.723145
	Iteration 27Q: 3 clusters Score -1933187 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15911 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -1933194.875000 Penalty: 4818.723145
	Iteration 28Q: 3 clusters Score -1933195 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15917 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -1933197.000000 Penalty: 4818.723145
	Iteration 29Q: 3 clusters Score -1933197 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15923 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -1933201.375000 Penalty: 4818.723145
	Iteration 30Q: 3 clusters Score -1933201 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15927 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -1933204.125000 Penalty: 4818.723145
	Iteration 31Q: 3 clusters Score -1933204 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15932 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -1933205.125000 Penalty: 4818.723145
	Iteration 32Q: 3 clusters Score -1933205 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15934 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -1933206.875000 Penalty: 4818.723145
	Iteration 33Q: 3 clusters Score -1933207 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15936 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1933209.750000 Penalty: 4818.723145
	Iteration 34Q: 3 clusters Score -1933210 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15938 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -1933208.750000 Penalty: 4818.723145
	Iteration 35Q: 3 clusters Score -1933209 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15940 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -1933209.750000 Penalty: 4818.723145
	Iteration 36Q: 3 clusters Score -1933210 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15942 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1933211.625000 Penalty: 4818.723145
	Iteration 37Q: 3 clusters Score -1933212 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15943 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -1933211.125000 Penalty: 4818.723145
	Iteration 38Q: 3 clusters Score -1933211 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15944 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -1933213.000000 Penalty: 4818.723145
	Iteration 39Q: 3 clusters Score -1933213 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15944 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -1933213.000000 Penalty: 4818.723145
	Iteration 40F: 3 clusters Score -1933213 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Entering Unmasked Estep 
Score: -374975.875000 Penalty: 1984.999756
	Iteration 0F: 2 clusters Score -374975.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -371738.468750 Penalty: 3969.999512
	Iteration 0F: 3 clusters Score -371738.5 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -372378.937500 Penalty: 3969.999512
	Iteration 1F: 3 clusters Score -372378.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -372531.000000 Penalty: 3969.999512
	Iteration 2F: 3 clusters Score -372531 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -372623.312500 Penalty: 3969.999512
	Iteration 3Q: 3 clusters Score -372623.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -372698.812500 Penalty: 3969.999512
	Iteration 4Q: 3 clusters Score -372698.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -372781.468750 Penalty: 3969.999512
	Iteration 5Q: 3 clusters Score -372781.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -372842.250000 Penalty: 3969.999512
	Iteration 6Q: 3 clusters Score -372842.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -372900.343750 Penalty: 3969.999512
	Iteration 7Q: 3 clusters Score -372900.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -372958.375000 Penalty: 3969.999512
	Iteration 8Q: 3 clusters Score -372958.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -373006.125000 Penalty: 3969.999512
	Iteration 9Q: 3 clusters Score -373006.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -373040.812500 Penalty: 3969.999512
	Iteration 10Q: 3 clusters Score -373040.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -373061.406250 Penalty: 3969.999512
	Iteration 11Q: 3 clusters Score -373061.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -373077.968750 Penalty: 3969.999512
	Iteration 12Q: 3 clusters Score -373078 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -373090.656250 Penalty: 3969.999512
	Iteration 13Q: 3 clusters Score -373090.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -373103.937500 Penalty: 3969.999512
	Iteration 14Q: 3 clusters Score -373103.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -373116.125000 Penalty: 3969.999512
	Iteration 15Q: 3 clusters Score -373116.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -373126.656250 Penalty: 3969.999512
	Iteration 16Q: 3 clusters Score -373126.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -373137.593750 Penalty: 3969.999512
	Iteration 17Q: 3 clusters Score -373137.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -373146.468750 Penalty: 3969.999512
	Iteration 18Q: 3 clusters Score -373146.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -373159.093750 Penalty: 3969.999512
	Iteration 19Q: 3 clusters Score -373159.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -373174.593750 Penalty: 3969.999512
	Iteration 20F: 3 clusters Score -373174.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -373188.468750 Penalty: 3969.999512
	Iteration 21Q: 3 clusters Score -373188.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -373195.812500 Penalty: 3969.999512
	Iteration 22Q: 3 clusters Score -373195.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -373200.000000 Penalty: 3969.999512
	Iteration 23Q: 3 clusters Score -373200 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -373205.875000 Penalty: 3969.999512
	Iteration 24Q: 3 clusters Score -373205.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -373210.812500 Penalty: 3969.999512
	Iteration 25Q: 3 clusters Score -373210.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -373216.000000 Penalty: 3969.999512
	Iteration 26Q: 3 clusters Score -373216 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -373221.218750 Penalty: 3969.999512
	Iteration 27Q: 3 clusters Score -373221.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -373226.906250 Penalty: 3969.999512
	Iteration 28Q: 3 clusters Score -373226.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -373232.625000 Penalty: 3969.999512
	Iteration 29Q: 3 clusters Score -373232.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -373236.781250 Penalty: 3969.999512
	Iteration 30Q: 3 clusters Score -373236.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -373239.156250 Penalty: 3969.999512
	Iteration 31Q: 3 clusters Score -373239.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -373240.781250 Penalty: 3969.999512
	Iteration 32Q: 3 clusters Score -373240.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -373243.500000 Penalty: 3969.999512
	Iteration 33Q: 3 clusters Score -373243.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -373245.375000 Penalty: 3969.999512
	Iteration 34Q: 3 clusters Score -373245.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -373247.125000 Penalty: 3969.999512
	Iteration 35Q: 3 clusters Score -373247.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -373247.937500 Penalty: 3969.999512
	Iteration 36Q: 3 clusters Score -373247.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -373250.187500 Penalty: 3969.999512
	Iteration 37Q: 3 clusters Score -373250.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -373255.093750 Penalty: 3969.999512
	Iteration 38Q: 3 clusters Score -373255.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -373257.375000 Penalty: 3969.999512
	Iteration 39Q: 3 clusters Score -373257.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -373257.718750 Penalty: 3969.999512
	Iteration 40F: 3 clusters Score -373257.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -373258.875000 Penalty: 3969.999512
	Iteration 41Q: 3 clusters Score -373258.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -373259.468750 Penalty: 3969.999512
	Iteration 42Q: 3 clusters Score -373259.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -373260.531250 Penalty: 3969.999512
	Iteration 43Q: 3 clusters Score -373260.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -373260.875000 Penalty: 3969.999512
	Iteration 44Q: 3 clusters Score -373260.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -373262.562500 Penalty: 3969.999512
	Iteration 45Q: 3 clusters Score -373262.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -373264.812500 Penalty: 3969.999512
	Iteration 46Q: 3 clusters Score -373264.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -373267.375000 Penalty: 3969.999512
	Iteration 47Q: 3 clusters Score -373267.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -373269.656250 Penalty: 3969.999512
	Iteration 48Q: 3 clusters Score -373269.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -373270.718750 Penalty: 3969.999512
	Iteration 49Q: 3 clusters Score -373270.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -373270.750000 Penalty: 3969.999512
	Iteration 50Q: 3 clusters Score -373270.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -373271.656250 Penalty: 3969.999512
	Iteration 51Q: 3 clusters Score -373271.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -373271.781250 Penalty: 3969.999512
	Iteration 52Q: 3 clusters Score -373271.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -373273.593750 Penalty: 3969.999512
	Iteration 53Q: 3 clusters Score -373273.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -373276.187500 Penalty: 3969.999512
	Iteration 54Q: 3 clusters Score -373276.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -373277.375000 Penalty: 3969.999512
	Iteration 55Q: 3 clusters Score -373277.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -373278.156250 Penalty: 3969.999512
	Iteration 56Q: 3 clusters Score -373278.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -373279.250000 Penalty: 3969.999512
	Iteration 57Q: 3 clusters Score -373279.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -373280.781250 Penalty: 3969.999512
	Iteration 58Q: 3 clusters Score -373280.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -373282.218750 Penalty: 3969.999512
	Iteration 59Q: 3 clusters Score -373282.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -373283.125000 Penalty: 3969.999512
	Iteration 60F: 3 clusters Score -373283.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -373283.906250 Penalty: 3969.999512
	Iteration 61Q: 3 clusters Score -373283.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -373283.906250 Penalty: 3969.999512
	Iteration 62F: 3 clusters Score -373283.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Entering Unmasked Estep 
Score: -321945.593750 Penalty: 1947.212036
	Iteration 0F: 2 clusters Score -321945.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -318970.218750 Penalty: 3894.424072
	Iteration 0F: 3 clusters Score -318970.2 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -319520.343750 Penalty: 3894.424072
	Iteration 1F: 3 clusters Score -319520.3 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -319678.812500 Penalty: 3894.424072
	Iteration 2F: 3 clusters Score -319678.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -319751.281250 Penalty: 3894.424072
	Iteration 3Q: 3 clusters Score -319751.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -319802.031250 Penalty: 3894.424072
	Iteration 4Q: 3 clusters Score -319802 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -319845.406250 Penalty: 3894.424072
	Iteration 5Q: 3 clusters Score -319845.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -319879.093750 Penalty: 3894.424072
	Iteration 6Q: 3 clusters Score -319879.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -319906.750000 Penalty: 3894.424072
	Iteration 7Q: 3 clusters Score -319906.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -319925.718750 Penalty: 3894.424072
	Iteration 8Q: 3 clusters Score -319925.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -319937.187500 Penalty: 3894.424072
	Iteration 9Q: 3 clusters Score -319937.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -319943.968750 Penalty: 3894.424072
	Iteration 10Q: 3 clusters Score -319944 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -319948.656250 Penalty: 3894.424072
	Iteration 11Q: 3 clusters Score -319948.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -319951.156250 Penalty: 3894.424072
	Iteration 12Q: 3 clusters Score -319951.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -319953.281250 Penalty: 3894.424072
	Iteration 13Q: 3 clusters Score -319953.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -319954.187500 Penalty: 3894.424072
	Iteration 14Q: 3 clusters Score -319954.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -319955.656250 Penalty: 3894.424072
	Iteration 15Q: 3 clusters Score -319955.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -319958.125000 Penalty: 3894.424072
	Iteration 16Q: 3 clusters Score -319958.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -319959.843750 Penalty: 3894.424072
	Iteration 17Q: 3 clusters Score -319959.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -319961.093750 Penalty: 3894.424072
	Iteration 18Q: 3 clusters Score -319961.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -319963.625000 Penalty: 3894.424072
	Iteration 19Q: 3 clusters Score -319963.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -319966.906250 Penalty: 3894.424072
	Iteration 20F: 3 clusters Score -319966.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -319970.531250 Penalty: 3894.424072
	Iteration 21Q: 3 clusters Score -319970.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -319972.500000 Penalty: 3894.424072
	Iteration 22Q: 3 clusters Score -319972.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -319974.312500 Penalty: 3894.424072
	Iteration 23Q: 3 clusters Score -319974.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -319976.687500 Penalty: 3894.424072
	Iteration 24Q: 3 clusters Score -319976.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -319978.062500 Penalty: 3894.424072
	Iteration 25Q: 3 clusters Score -319978.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -319980.625000 Penalty: 3894.424072
	Iteration 26Q: 3 clusters Score -319980.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -319982.125000 Penalty: 3894.424072
	Iteration 27Q: 3 clusters Score -319982.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -319985.781250 Penalty: 3894.424072
	Iteration 28Q: 3 clusters Score -319985.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -319988.531250 Penalty: 3894.424072
	Iteration 29Q: 3 clusters Score -319988.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -319995.187500 Penalty: 3894.424072
	Iteration 30Q: 3 clusters Score -319995.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -320002.843750 Penalty: 3894.424072
	Iteration 31Q: 3 clusters Score -320002.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -320008.812500 Penalty: 3894.424072
	Iteration 32Q: 3 clusters Score -320008.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -320013.937500 Penalty: 3894.424072
	Iteration 33Q: 3 clusters Score -320013.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -320017.500000 Penalty: 3894.424072
	Iteration 34Q: 3 clusters Score -320017.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -320020.218750 Penalty: 3894.424072
	Iteration 35Q: 3 clusters Score -320020.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -320023.593750 Penalty: 3894.424072
	Iteration 36Q: 3 clusters Score -320023.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -320027.531250 Penalty: 3894.424072
	Iteration 37Q: 3 clusters Score -320027.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -320031.250000 Penalty: 3894.424072
	Iteration 38Q: 3 clusters Score -320031.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -320034.843750 Penalty: 3894.424072
	Iteration 39Q: 3 clusters Score -320034.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -320038.031250 Penalty: 3894.424072
	Iteration 40F: 3 clusters Score -320038 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -320040.937500 Penalty: 3894.424072
	Iteration 41Q: 3 clusters Score -320040.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -320046.031250 Penalty: 3894.424072
	Iteration 42Q: 3 clusters Score -320046 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -320050.843750 Penalty: 3894.424072
	Iteration 43Q: 3 clusters Score -320050.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -320054.937500 Penalty: 3894.424072
	Iteration 44Q: 3 clusters Score -320054.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -320059.281250 Penalty: 3894.424072
	Iteration 45Q: 3 clusters Score -320059.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -320065.437500 Penalty: 3894.424072
	Iteration 46Q: 3 clusters Score -320065.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -320071.593750 Penalty: 3894.424072
	Iteration 47Q: 3 clusters Score -320071.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -320077.000000 Penalty: 3894.424072
	Iteration 48Q: 3 clusters Score -320077 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -320082.187500 Penalty: 3894.424072
	Iteration 49Q: 3 clusters Score -320082.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -320087.468750 Penalty: 3894.424072
	Iteration 50Q: 3 clusters Score -320087.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -320092.718750 Penalty: 3894.424072
	Iteration 51Q: 3 clusters Score -320092.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -320099.437500 Penalty: 3894.424072
	Iteration 52Q: 3 clusters Score -320099.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -320103.937500 Penalty: 3894.424072
	Iteration 53Q: 3 clusters Score -320103.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -320107.375000 Penalty: 3894.424072
	Iteration 54Q: 3 clusters Score -320107.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -320109.218750 Penalty: 3894.424072
	Iteration 55Q: 3 clusters Score -320109.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -320109.625000 Penalty: 3894.424072
	Iteration 56Q: 3 clusters Score -320109.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -320110.375000 Penalty: 3894.424072
	Iteration 57Q: 3 clusters Score -320110.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -320111.281250 Penalty: 3894.424072
	Iteration 58Q: 3 clusters Score -320111.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -320112.125000 Penalty: 3894.424072
	Iteration 59Q: 3 clusters Score -320112.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -320115.312500 Penalty: 3894.424072
	Iteration 60F: 3 clusters Score -320115.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -320116.156250 Penalty: 3894.424072
	Iteration 61Q: 3 clusters Score -320116.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -320117.281250 Penalty: 3894.424072
	Iteration 62Q: 3 clusters Score -320117.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -320117.093750 Penalty: 3894.424072
	Iteration 63Q: 3 clusters Score -320117.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -320118.406250 Penalty: 3894.424072
	Iteration 64Q: 3 clusters Score -320118.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -320122.093750 Penalty: 3894.424072
	Iteration 65Q: 3 clusters Score -320122.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -320124.875000 Penalty: 3894.424072
	Iteration 66Q: 3 clusters Score -320124.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -320125.812500 Penalty: 3894.424072
	Iteration 67Q: 3 clusters Score -320125.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -320126.906250 Penalty: 3894.424072
	Iteration 68Q: 3 clusters Score -320126.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -320126.906250 Penalty: 3894.424072
	Iteration 69F: 3 clusters Score -320126.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (18665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18665 members 
Entering Unmasked Estep 
Score: -2166219.750000 Penalty: 2438.932373
	Iteration 0F: 2 clusters Score -2166220 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -2153023.250000 Penalty: 4877.864746
	Iteration 0F: 3 clusters Score -2153023 nChanged 8160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -2157821.000000 Penalty: 4877.864746
	Iteration 1F: 3 clusters Score -2157821 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -2158614.000000 Penalty: 4877.864746
	Iteration 2F: 3 clusters Score -2158614 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
Score: -2159345.250000 Penalty: 4877.864746
	Iteration 3F: 3 clusters Score -2159345 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 9185 members 
Entering Unmasked Estep 
Score: -2160034.250000 Penalty: 4877.864746
	Iteration 4F: 3 clusters Score -2160034 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 9100 members 
Entering Unmasked Estep 
Score: -2160698.750000 Penalty: 4877.864746
	Iteration 5F: 3 clusters Score -2160699 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
Score: -2161290.250000 Penalty: 4877.864746
	Iteration 6F: 3 clusters Score -2161290 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9761 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -2161727.000000 Penalty: 4877.864746
	Iteration 7Q: 3 clusters Score -2161727 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9854 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -2162017.500000 Penalty: 4877.864746
	Iteration 8Q: 3 clusters Score -2162018 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -2162271.500000 Penalty: 4877.864746
	Iteration 9Q: 3 clusters Score -2162272 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10029 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -2162499.250000 Penalty: 4877.864746
	Iteration 10Q: 3 clusters Score -2162499 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10146 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -2162734.000000 Penalty: 4877.864746
	Iteration 11Q: 3 clusters Score -2162734 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10261 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -2162915.500000 Penalty: 4877.864746
	Iteration 12Q: 3 clusters Score -2162916 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10390 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -2163072.500000 Penalty: 4877.864746
	Iteration 13Q: 3 clusters Score -2163072 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10535 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -2163185.500000 Penalty: 4877.864746
	Iteration 14Q: 3 clusters Score -2163186 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10690 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -2163306.250000 Penalty: 4877.864746
	Iteration 15Q: 3 clusters Score -2163306 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10867 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -2163409.750000 Penalty: 4877.864746
	Iteration 16Q: 3 clusters Score -2163410 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11048 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -2163486.250000 Penalty: 4877.864746
	Iteration 17Q: 3 clusters Score -2163486 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11196 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -2163556.250000 Penalty: 4877.864746
	Iteration 18Q: 3 clusters Score -2163556 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11352 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -2163627.000000 Penalty: 4877.864746
	Iteration 19Q: 3 clusters Score -2163627 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11500 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -2163681.000000 Penalty: 4877.864746
	Iteration 20F: 3 clusters Score -2163681 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11658 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -2163736.250000 Penalty: 4877.864746
	Iteration 21Q: 3 clusters Score -2163736 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11796 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -2163783.000000 Penalty: 4877.864746
	Iteration 22Q: 3 clusters Score -2163783 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11923 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -2163821.750000 Penalty: 4877.864746
	Iteration 23Q: 3 clusters Score -2163822 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12066 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -2163871.250000 Penalty: 4877.864746
	Iteration 24Q: 3 clusters Score -2163871 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12193 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -2163908.750000 Penalty: 4877.864746
	Iteration 25Q: 3 clusters Score -2163909 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12309 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -2163940.500000 Penalty: 4877.864746
	Iteration 26Q: 3 clusters Score -2163940 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12417 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -2163970.250000 Penalty: 4877.864746
	Iteration 27Q: 3 clusters Score -2163970 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12518 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -2164002.250000 Penalty: 4877.864746
	Iteration 28Q: 3 clusters Score -2164002 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12614 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -2164034.250000 Penalty: 4877.864746
	Iteration 29Q: 3 clusters Score -2164034 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12712 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -2164056.500000 Penalty: 4877.864746
	Iteration 30Q: 3 clusters Score -2164056 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12797 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -2164074.500000 Penalty: 4877.864746
	Iteration 31Q: 3 clusters Score -2164074 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12886 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -2164099.000000 Penalty: 4877.864746
	Iteration 32Q: 3 clusters Score -2164099 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12965 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -2164123.500000 Penalty: 4877.864746
	Iteration 33Q: 3 clusters Score -2164124 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13039 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -2164135.750000 Penalty: 4877.864746
	Iteration 34Q: 3 clusters Score -2164136 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13121 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -2164157.500000 Penalty: 4877.864746
	Iteration 35Q: 3 clusters Score -2164158 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13176 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -2164174.250000 Penalty: 4877.864746
	Iteration 36Q: 3 clusters Score -2164174 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13231 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -2164184.750000 Penalty: 4877.864746
	Iteration 37Q: 3 clusters Score -2164185 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13294 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -2164194.000000 Penalty: 4877.864746
	Iteration 38Q: 3 clusters Score -2164194 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13354 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -2164206.500000 Penalty: 4877.864746
	Iteration 39Q: 3 clusters Score -2164206 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13400 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -2164225.750000 Penalty: 4877.864746
	Iteration 40F: 3 clusters Score -2164226 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13458 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -2164233.250000 Penalty: 4877.864746
	Iteration 41Q: 3 clusters Score -2164233 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13514 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -2164239.750000 Penalty: 4877.864746
	Iteration 42Q: 3 clusters Score -2164240 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13549 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -2164257.000000 Penalty: 4877.864746
	Iteration 43Q: 3 clusters Score -2164257 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13585 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -2164258.250000 Penalty: 4877.864746
	Iteration 44Q: 3 clusters Score -2164258 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13623 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -2164271.250000 Penalty: 4877.864746
	Iteration 45Q: 3 clusters Score -2164271 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13670 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -2164277.500000 Penalty: 4877.864746
	Iteration 46Q: 3 clusters Score -2164278 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13708 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -2164285.750000 Penalty: 4877.864746
	Iteration 47Q: 3 clusters Score -2164286 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13745 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -2164288.000000 Penalty: 4877.864746
	Iteration 48Q: 3 clusters Score -2164288 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13800 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -2164301.750000 Penalty: 4877.864746
	Iteration 49Q: 3 clusters Score -2164302 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13842 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -2164315.000000 Penalty: 4877.864746
	Iteration 50Q: 3 clusters Score -2164315 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13877 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -2164319.750000 Penalty: 4877.864746
	Iteration 51Q: 3 clusters Score -2164320 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13930 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -2164323.250000 Penalty: 4877.864746
	Iteration 52Q: 3 clusters Score -2164323 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13974 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -2164337.000000 Penalty: 4877.864746
	Iteration 53Q: 3 clusters Score -2164337 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14002 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -2164347.750000 Penalty: 4877.864746
	Iteration 54Q: 3 clusters Score -2164348 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14036 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -2164357.750000 Penalty: 4877.864746
	Iteration 55Q: 3 clusters Score -2164358 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14063 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -2164356.500000 Penalty: 4877.864746
	Iteration 56Q: 3 clusters Score -2164356 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14106 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -2164369.000000 Penalty: 4877.864746
	Iteration 57Q: 3 clusters Score -2164369 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14140 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -2164373.250000 Penalty: 4877.864746
	Iteration 58Q: 3 clusters Score -2164373 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14177 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -2164383.250000 Penalty: 4877.864746
	Iteration 59Q: 3 clusters Score -2164383 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14213 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -2164392.750000 Penalty: 4877.864746
	Iteration 60F: 3 clusters Score -2164393 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14248 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -2164392.500000 Penalty: 4877.864746
	Iteration 61Q: 3 clusters Score -2164392 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14271 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -2164398.750000 Penalty: 4877.864746
	Iteration 62Q: 3 clusters Score -2164399 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14306 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -2164395.250000 Penalty: 4877.864746
	Iteration 63Q: 3 clusters Score -2164395 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14340 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -2164410.500000 Penalty: 4877.864746
	Iteration 64Q: 3 clusters Score -2164410 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14381 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -2164421.750000 Penalty: 4877.864746
	Iteration 65Q: 3 clusters Score -2164422 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14427 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -2164425.250000 Penalty: 4877.864746
	Iteration 66Q: 3 clusters Score -2164425 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14468 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -2164442.500000 Penalty: 4877.864746
	Iteration 67Q: 3 clusters Score -2164442 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14520 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -2164453.500000 Penalty: 4877.864746
	Iteration 68Q: 3 clusters Score -2164454 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14588 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -2164464.750000 Penalty: 4877.864746
	Iteration 69Q: 3 clusters Score -2164465 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14644 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -2164494.750000 Penalty: 4877.864746
	Iteration 70Q: 3 clusters Score -2164495 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14703 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -2164512.750000 Penalty: 4877.864746
	Iteration 71Q: 3 clusters Score -2164513 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14756 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -2164525.750000 Penalty: 4877.864746
	Iteration 72Q: 3 clusters Score -2164526 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14811 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -2164539.750000 Penalty: 4877.864746
	Iteration 73Q: 3 clusters Score -2164540 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14864 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -2164555.000000 Penalty: 4877.864746
	Iteration 74Q: 3 clusters Score -2164555 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14912 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -2164562.000000 Penalty: 4877.864746
	Iteration 75Q: 3 clusters Score -2164562 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14955 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -2164572.250000 Penalty: 4877.864746
	Iteration 76Q: 3 clusters Score -2164572 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14991 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -2164585.750000 Penalty: 4877.864746
	Iteration 77Q: 3 clusters Score -2164586 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15026 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -2164590.500000 Penalty: 4877.864746
	Iteration 78Q: 3 clusters Score -2164590 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15059 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -2164601.250000 Penalty: 4877.864746
	Iteration 79Q: 3 clusters Score -2164601 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15097 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -2164610.500000 Penalty: 4877.864746
	Iteration 80F: 3 clusters Score -2164610 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15125 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -2164615.000000 Penalty: 4877.864746
	Iteration 81Q: 3 clusters Score -2164615 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15161 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -2164636.750000 Penalty: 4877.864746
	Iteration 82Q: 3 clusters Score -2164637 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15197 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -2164651.750000 Penalty: 4877.864746
	Iteration 83Q: 3 clusters Score -2164652 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15236 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -2164661.000000 Penalty: 4877.864746
	Iteration 84Q: 3 clusters Score -2164661 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15270 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -2164673.000000 Penalty: 4877.864746
	Iteration 85Q: 3 clusters Score -2164673 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15311 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -2164695.500000 Penalty: 4877.864746
	Iteration 86Q: 3 clusters Score -2164696 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15360 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -2164708.000000 Penalty: 4877.864746
	Iteration 87Q: 3 clusters Score -2164708 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15394 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -2164713.000000 Penalty: 4877.864746
	Iteration 88Q: 3 clusters Score -2164713 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15440 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -2164728.500000 Penalty: 4877.864746
	Iteration 89Q: 3 clusters Score -2164728 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15480 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -2164742.750000 Penalty: 4877.864746
	Iteration 90Q: 3 clusters Score -2164743 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15522 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -2164753.250000 Penalty: 4877.864746
	Iteration 91Q: 3 clusters Score -2164753 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15559 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -2164766.000000 Penalty: 4877.864746
	Iteration 92Q: 3 clusters Score -2164766 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15591 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -2164774.500000 Penalty: 4877.864746
	Iteration 93Q: 3 clusters Score -2164774 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15620 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -2164781.500000 Penalty: 4877.864746
	Iteration 94Q: 3 clusters Score -2164782 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15631 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -2164785.000000 Penalty: 4877.864746
	Iteration 95Q: 3 clusters Score -2164785 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15644 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -2164788.500000 Penalty: 4877.864746
	Iteration 96Q: 3 clusters Score -2164788 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15655 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -2164790.000000 Penalty: 4877.864746
	Iteration 97Q: 3 clusters Score -2164790 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15666 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -2164790.500000 Penalty: 4877.864746
	Iteration 98Q: 3 clusters Score -2164790 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15677 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -2164790.250000 Penalty: 4877.864746
	Iteration 99Q: 3 clusters Score -2164790 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15683 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -2164792.500000 Penalty: 4877.864746
	Iteration 100F: 3 clusters Score -2164792 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15696 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -2164797.000000 Penalty: 4877.864746
	Iteration 101Q: 3 clusters Score -2164797 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15715 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -2164794.500000 Penalty: 4877.864746
	Iteration 102Q: 3 clusters Score -2164794 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15734 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -2164804.250000 Penalty: 4877.864746
	Iteration 103Q: 3 clusters Score -2164804 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15748 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -2164808.250000 Penalty: 4877.864746
	Iteration 104Q: 3 clusters Score -2164808 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15762 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -2164814.250000 Penalty: 4877.864746
	Iteration 105Q: 3 clusters Score -2164814 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15771 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -2164813.250000 Penalty: 4877.864746
	Iteration 106Q: 3 clusters Score -2164813 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15776 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -2164811.750000 Penalty: 4877.864746
	Iteration 107Q: 3 clusters Score -2164812 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15779 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -2164813.750000 Penalty: 4877.864746
	Iteration 108Q: 3 clusters Score -2164814 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15784 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -2164816.000000 Penalty: 4877.864746
	Iteration 109Q: 3 clusters Score -2164816 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15790 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -2164820.750000 Penalty: 4877.864746
	Iteration 110Q: 3 clusters Score -2164821 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15797 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -2164819.500000 Penalty: 4877.864746
	Iteration 111Q: 3 clusters Score -2164820 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15806 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -2164821.500000 Penalty: 4877.864746
	Iteration 112Q: 3 clusters Score -2164822 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15812 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -2164822.000000 Penalty: 4877.864746
	Iteration 113Q: 3 clusters Score -2164822 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15818 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -2164821.250000 Penalty: 4877.864746
	Iteration 114Q: 3 clusters Score -2164821 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15821 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -2164823.750000 Penalty: 4877.864746
	Iteration 115Q: 3 clusters Score -2164824 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15824 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -2164822.500000 Penalty: 4877.864746
	Iteration 116Q: 3 clusters Score -2164822 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15827 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -2164820.250000 Penalty: 4877.864746
	Iteration 117Q: 3 clusters Score -2164820 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15830 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -2164823.750000 Penalty: 4877.864746
	Iteration 118Q: 3 clusters Score -2164824 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15833 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -2164824.250000 Penalty: 4877.864746
	Iteration 119Q: 3 clusters Score -2164824 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15834 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -2164824.750000 Penalty: 4877.864746
	Iteration 120F: 3 clusters Score -2164825 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15836 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -2164824.250000 Penalty: 4877.864746
	Iteration 121Q: 3 clusters Score -2164824 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15838 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -2164824.250000 Penalty: 4877.864746
	Iteration 122Q: 3 clusters Score -2164824 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15840 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -2164826.750000 Penalty: 4877.864746
	Iteration 123Q: 3 clusters Score -2164827 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15842 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -2164823.250000 Penalty: 4877.864746
	Iteration 124Q: 3 clusters Score -2164823 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15844 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -2164824.000000 Penalty: 4877.864746
	Iteration 125Q: 3 clusters Score -2164824 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15845 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -2164824.000000 Penalty: 4877.864746
	Iteration 126Q: 3 clusters Score -2164824 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15847 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -2164825.250000 Penalty: 4877.864746
	Iteration 127Q: 3 clusters Score -2164825 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15848 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -2164823.500000 Penalty: 4877.864746
	Iteration 128Q: 3 clusters Score -2164824 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15849 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -2164823.500000 Penalty: 4877.864746
	Iteration 129Q: 3 clusters Score -2164824 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15849 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -2164823.500000 Penalty: 4877.864746
	Iteration 130F: 3 clusters Score -2164824 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (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: -253786.125000 Penalty: 1893.315674
	Iteration 0F: 2 clusters Score -253786.1 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 1014 members 
Entering Unmasked Estep 
Score: -251099.890625 Penalty: 3786.631348
	Iteration 0F: 3 clusters Score -251099.9 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -251602.531250 Penalty: 3786.631348
	Iteration 1F: 3 clusters Score -251602.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -251733.625000 Penalty: 3786.631348
	Iteration 2F: 3 clusters Score -251733.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -251797.453125 Penalty: 3786.631348
	Iteration 3Q: 3 clusters Score -251797.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -251845.093750 Penalty: 3786.631348
	Iteration 4Q: 3 clusters Score -251845.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -251884.656250 Penalty: 3786.631348
	Iteration 5Q: 3 clusters Score -251884.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -251911.250000 Penalty: 3786.631348
	Iteration 6Q: 3 clusters Score -251911.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -251933.734375 Penalty: 3786.631348
	Iteration 7Q: 3 clusters Score -251933.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -251951.531250 Penalty: 3786.631348
	Iteration 8Q: 3 clusters Score -251951.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -251968.859375 Penalty: 3786.631348
	Iteration 9Q: 3 clusters Score -251968.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -251980.203125 Penalty: 3786.631348
	Iteration 10Q: 3 clusters Score -251980.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -251992.796875 Penalty: 3786.631348
	Iteration 11Q: 3 clusters Score -251992.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -252007.500000 Penalty: 3786.631348
	Iteration 12Q: 3 clusters Score -252007.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -252021.687500 Penalty: 3786.631348
	Iteration 13Q: 3 clusters Score -252021.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -252027.515625 Penalty: 3786.631348
	Iteration 14Q: 3 clusters Score -252027.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -252034.890625 Penalty: 3786.631348
	Iteration 15Q: 3 clusters Score -252034.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -252038.515625 Penalty: 3786.631348
	Iteration 16Q: 3 clusters Score -252038.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -252043.453125 Penalty: 3786.631348
	Iteration 17Q: 3 clusters Score -252043.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -252047.984375 Penalty: 3786.631348
	Iteration 18Q: 3 clusters Score -252048 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -252049.734375 Penalty: 3786.631348
	Iteration 19Q: 3 clusters Score -252049.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -252051.687500 Penalty: 3786.631348
	Iteration 20F: 3 clusters Score -252051.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -252052.015625 Penalty: 3786.631348
	Iteration 21Q: 3 clusters Score -252052 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -252052.593750 Penalty: 3786.631348
	Iteration 22Q: 3 clusters Score -252052.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -252053.328125 Penalty: 3786.631348
	Iteration 23Q: 3 clusters Score -252053.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -252054.546875 Penalty: 3786.631348
	Iteration 24Q: 3 clusters Score -252054.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -252056.734375 Penalty: 3786.631348
	Iteration 25Q: 3 clusters Score -252056.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -252058.234375 Penalty: 3786.631348
	Iteration 26Q: 3 clusters Score -252058.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -252058.265625 Penalty: 3786.631348
	Iteration 27Q: 3 clusters Score -252058.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -252058.265625 Penalty: 3786.631348
	Iteration 28F: 3 clusters Score -252058.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (22288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22288 members 
Entering Unmasked Estep 
Score: -2949149.500000 Penalty: 2482.927246
	Iteration 0F: 2 clusters Score -2949150 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11187 members 
Mstep: Class 2 contains 11101 members 
Entering Unmasked Estep 
Score: -2933445.000000 Penalty: 4965.854492
	Iteration 0F: 3 clusters Score -2933445 nChanged 9913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11138 members 
Mstep: Class 2 contains 11150 members 
Entering Unmasked Estep 
Score: -2938789.250000 Penalty: 4965.854492
	Iteration 1F: 3 clusters Score -2938789 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11116 members 
Mstep: Class 2 contains 11172 members 
Entering Unmasked Estep 
Score: -2939104.500000 Penalty: 4965.854492
	Iteration 2Q: 3 clusters Score -2939104 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11110 members 
Mstep: Class 2 contains 11178 members 
Entering Unmasked Estep 
Score: -2939385.750000 Penalty: 4965.854492
	Iteration 3Q: 3 clusters Score -2939386 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11101 members 
Mstep: Class 2 contains 11187 members 
Entering Unmasked Estep 
Score: -2939633.500000 Penalty: 4965.854492
	Iteration 4Q: 3 clusters Score -2939634 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11114 members 
Mstep: Class 2 contains 11174 members 
Entering Unmasked Estep 
Score: -2939885.500000 Penalty: 4965.854492
	Iteration 5Q: 3 clusters Score -2939886 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11113 members 
Mstep: Class 2 contains 11175 members 
Entering Unmasked Estep 
Score: -2940116.500000 Penalty: 4965.854492
	Iteration 6Q: 3 clusters Score -2940116 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11082 members 
Mstep: Class 2 contains 11206 members 
Entering Unmasked Estep 
Score: -2940403.250000 Penalty: 4965.854492
	Iteration 7Q: 3 clusters Score -2940403 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11060 members 
Mstep: Class 2 contains 11228 members 
Entering Unmasked Estep 
Score: -2940706.500000 Penalty: 4965.854492
	Iteration 8Q: 3 clusters Score -2940706 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11020 members 
Mstep: Class 2 contains 11268 members 
Entering Unmasked Estep 
Score: -2941103.500000 Penalty: 4965.854492
	Iteration 9Q: 3 clusters Score -2941104 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10939 members 
Mstep: Class 2 contains 11349 members 
Entering Unmasked Estep 
Score: -2941612.500000 Penalty: 4965.854492
	Iteration 10Q: 3 clusters Score -2941612 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10821 members 
Mstep: Class 2 contains 11467 members 
Entering Unmasked Estep 
Score: -2942186.750000 Penalty: 4965.854492
	Iteration 11Q: 3 clusters Score -2942187 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10661 members 
Mstep: Class 2 contains 11627 members 
Entering Unmasked Estep 
Score: -2942985.500000 Penalty: 4965.854492
	Iteration 12F: 3 clusters Score -2942986 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10429 members 
Mstep: Class 2 contains 11859 members 
Entering Unmasked Estep 
Score: -2943857.750000 Penalty: 4965.854492
	Iteration 13F: 3 clusters Score -2943858 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 12084 members 
Entering Unmasked Estep 
Score: -2944540.750000 Penalty: 4965.854492
	Iteration 14Q: 3 clusters Score -2944541 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10006 members 
Mstep: Class 2 contains 12282 members 
Entering Unmasked Estep 
Score: -2944947.500000 Penalty: 4965.854492
	Iteration 15Q: 3 clusters Score -2944948 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9837 members 
Mstep: Class 2 contains 12451 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -2945183 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 12595 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -2945290 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 12699 members 
Entering Unmasked Estep 
Score: -2945352.750000 Penalty: 4965.854492
	Iteration 18Q: 3 clusters Score -2945353 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 12796 members 
Entering Unmasked Estep 
Score: -2945419.250000 Penalty: 4965.854492
	Iteration 19Q: 3 clusters Score -2945419 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9394 members 
Mstep: Class 2 contains 12894 members 
Entering Unmasked Estep 
Score: -2945467.500000 Penalty: 4965.854492
	Iteration 20F: 3 clusters Score -2945468 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 12994 members 
Entering Unmasked Estep 
Score: -2945494.000000 Penalty: 4965.854492
	Iteration 21Q: 3 clusters Score -2945494 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 13086 members 
Entering Unmasked Estep 
Score: -2945509.500000 Penalty: 4965.854492
	Iteration 22Q: 3 clusters Score -2945510 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 13165 members 
Entering Unmasked Estep 
Score: -2945531.750000 Penalty: 4965.854492
	Iteration 23Q: 3 clusters Score -2945532 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9059 members 
Mstep: Class 2 contains 13229 members 
Entering Unmasked Estep 
Score: -2945535.250000 Penalty: 4965.854492
	Iteration 24Q: 3 clusters Score -2945535 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 13285 members 
Entering Unmasked Estep 
Score: -2945549.250000 Penalty: 4965.854492
	Iteration 25Q: 3 clusters Score -2945549 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 13350 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -2945566 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 13408 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -2945567 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8812 members 
Mstep: Class 2 contains 13476 members 
Entering Unmasked Estep 
Score: -2945572.500000 Penalty: 4965.854492
	Iteration 28Q: 3 clusters Score -2945572 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 13536 members 
Entering Unmasked Estep 
Score: -2945585.500000 Penalty: 4965.854492
	Iteration 29Q: 3 clusters Score -2945586 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 13594 members 
Entering Unmasked Estep 
Score: -2945590.250000 Penalty: 4965.854492
	Iteration 30Q: 3 clusters Score -2945590 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 13658 members 
Entering Unmasked Estep 
Score: -2945598.500000 Penalty: 4965.854492
	Iteration 31Q: 3 clusters Score -2945598 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 13720 members 
Entering Unmasked Estep 
Score: -2945602.500000 Penalty: 4965.854492
	Iteration 32Q: 3 clusters Score -2945602 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 13767 members 
Entering Unmasked Estep 
Score: -2945603.750000 Penalty: 4965.854492
	Iteration 33Q: 3 clusters Score -2945604 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 13804 members 
Entering Unmasked Estep 
Score: -2945606.250000 Penalty: 4965.854492
	Iteration 34Q: 3 clusters Score -2945606 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 13839 members 
Entering Unmasked Estep 
Score: -2945618.750000 Penalty: 4965.854492
	Iteration 35Q: 3 clusters Score -2945619 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 13880 members 
Entering Unmasked Estep 
Score: -2945621.000000 Penalty: 4965.854492
	Iteration 36Q: 3 clusters Score -2945621 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 13922 members 
Entering Unmasked Estep 
Score: -2945630.750000 Penalty: 4965.854492
	Iteration 37Q: 3 clusters Score -2945631 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 13953 members 
Entering Unmasked Estep 
Score: -2945631.500000 Penalty: 4965.854492
	Iteration 38Q: 3 clusters Score -2945632 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 13997 members 
Entering Unmasked Estep 
Score: -2945637.750000 Penalty: 4965.854492
	Iteration 39Q: 3 clusters Score -2945638 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 14032 members 
Entering Unmasked Estep 
Score: -2945636.750000 Penalty: 4965.854492
	Iteration 40F: 3 clusters Score -2945637 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 14065 members 
Entering Unmasked Estep 
Score: -2945641.750000 Penalty: 4965.854492
	Iteration 41Q: 3 clusters Score -2945642 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 14102 members 
Entering Unmasked Estep 
Score: -2945646.000000 Penalty: 4965.854492
	Iteration 42Q: 3 clusters Score -2945646 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 14137 members 
Entering Unmasked Estep 
Score: -2945653.750000 Penalty: 4965.854492
	Iteration 43Q: 3 clusters Score -2945654 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 14174 members 
Entering Unmasked Estep 
Score: -2945666.500000 Penalty: 4965.854492
	Iteration 44Q: 3 clusters Score -2945666 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 14211 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -2945670 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 14241 members 
Entering Unmasked Estep 
Score: -2945669.500000 Penalty: 4965.854492
	Iteration 46Q: 3 clusters Score -2945670 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 14271 members 
Entering Unmasked Estep 
Score: -2945674.000000 Penalty: 4965.854492
	Iteration 47Q: 3 clusters Score -2945674 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 14298 members 
Entering Unmasked Estep 
Score: -2945677.500000 Penalty: 4965.854492
	Iteration 48Q: 3 clusters Score -2945678 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 14320 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -2945677 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 14340 members 
Entering Unmasked Estep 
Score: -2945683.500000 Penalty: 4965.854492
	Iteration 50Q: 3 clusters Score -2945684 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 14364 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -2945688 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 14393 members 
Entering Unmasked Estep 
Score: -2945695.250000 Penalty: 4965.854492
	Iteration 52Q: 3 clusters Score -2945695 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 14418 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -2945698 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 14439 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -2945696 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 14459 members 
Entering Unmasked Estep 
Score: -2945695.250000 Penalty: 4965.854492
	Iteration 55Q: 3 clusters Score -2945695 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 14476 members 
Entering Unmasked Estep 
Score: -2945696.250000 Penalty: 4965.854492
	Iteration 56Q: 3 clusters Score -2945696 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 14489 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -2945698 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 14506 members 
Entering Unmasked Estep 
Score: -2945698.250000 Penalty: 4965.854492
	Iteration 58Q: 3 clusters Score -2945698 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 14530 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -2945699 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 14558 members 
Entering Unmasked Estep 
Score: -2945697.750000 Penalty: 4965.854492
	Iteration 60F: 3 clusters Score -2945698 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 14593 members 
Entering Unmasked Estep 
Score: -2945711.250000 Penalty: 4965.854492
	Iteration 61Q: 3 clusters Score -2945711 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 14623 members 
Entering Unmasked Estep 
Score: -2945709.500000 Penalty: 4965.854492
	Iteration 62Q: 3 clusters Score -2945710 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 14650 members 
Entering Unmasked Estep 
Score: -2945713.750000 Penalty: 4965.854492
	Iteration 63Q: 3 clusters Score -2945714 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 14677 members 
Entering Unmasked Estep 
Score: -2945712.750000 Penalty: 4965.854492
	Iteration 64Q: 3 clusters Score -2945713 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 14702 members 
Entering Unmasked Estep 
Score: -2945713.750000 Penalty: 4965.854492
	Iteration 65Q: 3 clusters Score -2945714 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 14730 members 
Entering Unmasked Estep 
Score: -2945720.750000 Penalty: 4965.854492
	Iteration 66Q: 3 clusters Score -2945721 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 14759 members 
Entering Unmasked Estep 
Score: -2945729.500000 Penalty: 4965.854492
	Iteration 67Q: 3 clusters Score -2945730 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 14783 members 
Entering Unmasked Estep 
Score: -2945733.000000 Penalty: 4965.854492
	Iteration 68Q: 3 clusters Score -2945733 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 14810 members 
Entering Unmasked Estep 
Score: -2945736.750000 Penalty: 4965.854492
	Iteration 69Q: 3 clusters Score -2945737 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 14832 members 
Entering Unmasked Estep 
Score: -2945731.000000 Penalty: 4965.854492
	Iteration 70Q: 3 clusters Score -2945731 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 14850 members 
Entering Unmasked Estep 
Score: -2945732.000000 Penalty: 4965.854492
	Iteration 71Q: 3 clusters Score -2945732 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 14866 members 
Entering Unmasked Estep 
Score: -2945735.500000 Penalty: 4965.854492
	Iteration 72Q: 3 clusters Score -2945736 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 14880 members 
Entering Unmasked Estep 
Score: -2945738.250000 Penalty: 4965.854492
	Iteration 73Q: 3 clusters Score -2945738 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 14897 members 
Entering Unmasked Estep 
Score: -2945747.500000 Penalty: 4965.854492
	Iteration 74Q: 3 clusters Score -2945748 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 14914 members 
Entering Unmasked Estep 
Score: -2945747.500000 Penalty: 4965.854492
	Iteration 75Q: 3 clusters Score -2945748 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 14937 members 
Entering Unmasked Estep 
Score: -2945741.500000 Penalty: 4965.854492
	Iteration 76Q: 3 clusters Score -2945742 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 14955 members 
Entering Unmasked Estep 
Score: -2945744.000000 Penalty: 4965.854492
	Iteration 77Q: 3 clusters Score -2945744 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 14970 members 
Entering Unmasked Estep 
Score: -2945743.000000 Penalty: 4965.854492
	Iteration 78Q: 3 clusters Score -2945743 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 14994 members 
Entering Unmasked Estep 
Score: -2945747.500000 Penalty: 4965.854492
	Iteration 79Q: 3 clusters Score -2945748 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 15018 members 
Entering Unmasked Estep 
Score: -2945749.000000 Penalty: 4965.854492
	Iteration 80F: 3 clusters Score -2945749 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 15042 members 
Entering Unmasked Estep 
Score: -2945757.750000 Penalty: 4965.854492
	Iteration 81Q: 3 clusters Score -2945758 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 15066 members 
Entering Unmasked Estep 
Score: -2945757.250000 Penalty: 4965.854492
	Iteration 82Q: 3 clusters Score -2945757 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 15089 members 
Entering Unmasked Estep 
Score: -2945767.250000 Penalty: 4965.854492
	Iteration 83Q: 3 clusters Score -2945767 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 15119 members 
Entering Unmasked Estep 
Score: -2945768.500000 Penalty: 4965.854492
	Iteration 84Q: 3 clusters Score -2945768 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 15151 members 
Entering Unmasked Estep 
Score: -2945771.250000 Penalty: 4965.854492
	Iteration 85Q: 3 clusters Score -2945771 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 15189 members 
Entering Unmasked Estep 
Score: -2945766.000000 Penalty: 4965.854492
	Iteration 86Q: 3 clusters Score -2945766 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 15218 members 
Entering Unmasked Estep 
Score: -2945776.250000 Penalty: 4965.854492
	Iteration 87Q: 3 clusters Score -2945776 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 15246 members 
Entering Unmasked Estep 
Score: -2945779.000000 Penalty: 4965.854492
	Iteration 88Q: 3 clusters Score -2945779 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 15271 members 
Entering Unmasked Estep 
Score: -2945780.000000 Penalty: 4965.854492
	Iteration 89Q: 3 clusters Score -2945780 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 15294 members 
Entering Unmasked Estep 
Score: -2945784.000000 Penalty: 4965.854492
	Iteration 90Q: 3 clusters Score -2945784 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 15318 members 
Entering Unmasked Estep 
Score: -2945789.250000 Penalty: 4965.854492
	Iteration 91Q: 3 clusters Score -2945789 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 15343 members 
Entering Unmasked Estep 
Score: -2945784.750000 Penalty: 4965.854492
	Iteration 92Q: 3 clusters Score -2945785 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 15366 members 
Entering Unmasked Estep 
Score: -2945785.500000 Penalty: 4965.854492
	Iteration 93Q: 3 clusters Score -2945786 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 15392 members 
Entering Unmasked Estep 
Score: -2945794.000000 Penalty: 4965.854492
	Iteration 94Q: 3 clusters Score -2945794 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 15425 members 
Entering Unmasked Estep 
Score: -2945800.250000 Penalty: 4965.854492
	Iteration 95Q: 3 clusters Score -2945800 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 15466 members 
Entering Unmasked Estep 
Score: -2945812.250000 Penalty: 4965.854492
	Iteration 96Q: 3 clusters Score -2945812 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 15507 members 
Entering Unmasked Estep 
Score: -2945807.750000 Penalty: 4965.854492
	Iteration 97Q: 3 clusters Score -2945808 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 15546 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -2945812 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 15592 members 
Entering Unmasked Estep 
Score: -2945820.500000 Penalty: 4965.854492
	Iteration 99Q: 3 clusters Score -2945820 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 15637 members 
Entering Unmasked Estep 
Score: -2945824.250000 Penalty: 4965.854492
	Iteration 100F: 3 clusters Score -2945824 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 15684 members 
Entering Unmasked Estep 
Score: -2945839.750000 Penalty: 4965.854492
	Iteration 101Q: 3 clusters Score -2945840 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 15734 members 
Entering Unmasked Estep 
Score: -2945841.250000 Penalty: 4965.854492
	Iteration 102Q: 3 clusters Score -2945841 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 15783 members 
Entering Unmasked Estep 
Score: -2945846.500000 Penalty: 4965.854492
	Iteration 103Q: 3 clusters Score -2945846 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 15832 members 
Entering Unmasked Estep 
Score: -2945855.500000 Penalty: 4965.854492
	Iteration 104Q: 3 clusters Score -2945856 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 15873 members 
Entering Unmasked Estep 
Score: -2945861.000000 Penalty: 4965.854492
	Iteration 105Q: 3 clusters Score -2945861 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 15913 members 
Entering Unmasked Estep 
Score: -2945866.750000 Penalty: 4965.854492
	Iteration 106Q: 3 clusters Score -2945867 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 15948 members 
Entering Unmasked Estep 
Score: -2945863.750000 Penalty: 4965.854492
	Iteration 107Q: 3 clusters Score -2945864 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 15999 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -2945873 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 16056 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -2945889 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 16115 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -2945890 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 16171 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -2945908 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 16221 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -2945917 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 16283 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -2945930 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 16340 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -2945941 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 16393 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -2945940 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 16461 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -2945942 nChanged 70
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 16531 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 16606 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -2945975 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 16670 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -2945980 nChanged 56
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 16724 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -2945985 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 16774 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -2946002 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 16817 members 
Entering Unmasked Estep 
Score: -2946007.250000 Penalty: 4965.854492
	Iteration 122Q: 3 clusters Score -2946007 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 16854 members 
Entering Unmasked Estep 
Score: -2946020.000000 Penalty: 4965.854492
	Iteration 123Q: 3 clusters Score -2946020 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 16882 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -2946019 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 16909 members 
Entering Unmasked Estep 
Score: -2946021.000000 Penalty: 4965.854492
	Iteration 125Q: 3 clusters Score -2946021 nChanged 27
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 16936 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -2946022 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 16966 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -2946020 nChanged 39
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Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 17005 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -2946030 nChanged 40
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 17041 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -2946028 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 17074 members 
Entering Unmasked Estep 
Score: -2946031.500000 Penalty: 4965.854492
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 17107 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -2946037 nChanged 40
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Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 17147 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -2946037 nChanged 44
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Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 17191 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -2946049 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 17226 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 17264 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -2946054 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 17293 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 17319 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -2946056 nChanged 30
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Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 17349 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -2946062 nChanged 34
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Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 17383 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -2946062 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 17417 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -2946068 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 17450 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -2946076 nChanged 37
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Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 17487 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -2946092 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 17528 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -2946092 nChanged 46
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Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 17572 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 17616 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -2946101 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 17656 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -2946118 nChanged 31
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Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 17687 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -2946114 nChanged 40
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 17727 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -2946122 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 17768 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -2946128 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 17802 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -2946126 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 17829 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -2946132 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 17859 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -2946135 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 17887 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -2946137 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 17914 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -2946149 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 17941 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -2946144 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 17970 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -2946148 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 17999 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -2946151 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 18021 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -2946154 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 18046 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -2946153 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 18077 members 
Entering Unmasked Estep 
Score: -2946160.250000 Penalty: 4965.854492
	Iteration 160F: 3 clusters Score -2946160 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 18109 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -2946165 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 18140 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -2946179 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 18176 members 
Entering Unmasked Estep 
Score: -2946182.000000 Penalty: 4965.854492
	Iteration 163Q: 3 clusters Score -2946182 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 18210 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -2946196 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 18246 members 
Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -2946204 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 18289 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -2946205 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 18326 members 
Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -2946208 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 18362 members 
Entering Unmasked Estep 
Score: -2946212.750000 Penalty: 4965.854492
	Iteration 168Q: 3 clusters Score -2946213 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 18402 members 
Entering Unmasked Estep 
Score: -2946219.250000 Penalty: 4965.854492
	Iteration 169Q: 3 clusters Score -2946219 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 18458 members 
Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -2946234 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 18513 members 
Entering Unmasked Estep 
Score: -2946243.500000 Penalty: 4965.854492
	Iteration 171Q: 3 clusters Score -2946244 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 18569 members 
Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -2946265 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 18625 members 
Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -2946275 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 18681 members 
Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -2946286 nChanged 70
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Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 18751 members 
Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -2946304 nChanged 82
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 18833 members 
Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -2946325 nChanged 74
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 18907 members 
Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -2946348 nChanged 84
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 18989 members 
Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -2946363 nChanged 84
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Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 19069 members 
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	Iteration 179Q: 3 clusters Score -2946390 nChanged 74
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Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 19143 members 
Entering Unmasked Estep 
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	Iteration 180F: 3 clusters Score -2946405 nChanged 67
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 19208 members 
Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -2946427 nChanged 70
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 19272 members 
Entering Unmasked Estep 
Score: -2946442.500000 Penalty: 4965.854492
	Iteration 182Q: 3 clusters Score -2946442 nChanged 70
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Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 19336 members 
Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -2946449 nChanged 61
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Mstep: Class 1 contains 2891 members 
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Entering Unmasked Estep 
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	Iteration 184Q: 3 clusters Score -2946473 nChanged 63
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Mstep: Class 1 contains 2828 members 
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Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -2946486 nChanged 61
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Mstep: Class 1 contains 2769 members 
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	Iteration 186Q: 3 clusters Score -2946502 nChanged 61
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Mstep: Class 1 contains 2710 members 
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Entering Unmasked Estep 
Score: -2946516.250000 Penalty: 4965.854492
	Iteration 187Q: 3 clusters Score -2946516 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2658 members 
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Entering Unmasked Estep 
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	Iteration 188Q: 3 clusters Score -2946518 nChanged 59
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Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 19689 members 
Entering Unmasked Estep 
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	Iteration 189Q: 3 clusters Score -2946540 nChanged 54
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Mstep: Class 1 contains 2545 members 
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Entering Unmasked Estep 
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	Iteration 190Q: 3 clusters Score -2946554 nChanged 39
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Mstep: Class 1 contains 2506 members 
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Entering Unmasked Estep 
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	Iteration 191Q: 3 clusters Score -2946570 nChanged 42
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Mstep: Class 1 contains 2464 members 
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Entering Unmasked Estep 
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	Iteration 192Q: 3 clusters Score -2946578 nChanged 34
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Mstep: Class 1 contains 2430 members 
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Entering Unmasked Estep 
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	Iteration 193Q: 3 clusters Score -2946584 nChanged 40
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Mstep: Class 1 contains 2392 members 
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Entering Unmasked Estep 
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	Iteration 194Q: 3 clusters Score -2946591 nChanged 33
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Mstep: Class 1 contains 2359 members 
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Entering Unmasked Estep 
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	Iteration 195Q: 3 clusters Score -2946601 nChanged 33
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 19962 members 
Entering Unmasked Estep 
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	Iteration 196Q: 3 clusters Score -2946613 nChanged 30
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Mstep: Class 1 contains 2296 members 
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Entering Unmasked Estep 
Score: -2946609.250000 Penalty: 4965.854492
	Iteration 197Q: 3 clusters Score -2946609 nChanged 27
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Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 20017 members 
Entering Unmasked Estep 
Score: -2946622.000000 Penalty: 4965.854492
	Iteration 198Q: 3 clusters Score -2946622 nChanged 22
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Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 20039 members 
Entering Unmasked Estep 
Score: -2946627.000000 Penalty: 4965.854492
	Iteration 199Q: 3 clusters Score -2946627 nChanged 36
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Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 20073 members 
Entering Unmasked Estep 
Score: -2946632.500000 Penalty: 4965.854492
	Iteration 200F: 3 clusters Score -2946632 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 20106 members 
Entering Unmasked Estep 
Score: -2946638.000000 Penalty: 4965.854492
	Iteration 201Q: 3 clusters Score -2946638 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 20131 members 
Entering Unmasked Estep 
Score: -2946646.000000 Penalty: 4965.854492
	Iteration 202Q: 3 clusters Score -2946646 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 20170 members 
Entering Unmasked Estep 
Score: -2946658.250000 Penalty: 4965.854492
	Iteration 203Q: 3 clusters Score -2946658 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 20207 members 
Entering Unmasked Estep 
Score: -2946661.500000 Penalty: 4965.854492
	Iteration 204Q: 3 clusters Score -2946662 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 20235 members 
Entering Unmasked Estep 
Score: -2946673.250000 Penalty: 4965.854492
	Iteration 205Q: 3 clusters Score -2946673 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 20260 members 
Entering Unmasked Estep 
Score: -2946673.500000 Penalty: 4965.854492
	Iteration 206Q: 3 clusters Score -2946674 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 20284 members 
Entering Unmasked Estep 
Score: -2946688.250000 Penalty: 4965.854492
	Iteration 207Q: 3 clusters Score -2946688 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 20313 members 
Entering Unmasked Estep 
Score: -2946696.500000 Penalty: 4965.854492
	Iteration 208Q: 3 clusters Score -2946696 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 20332 members 
Entering Unmasked Estep 
Score: -2946706.250000 Penalty: 4965.854492
	Iteration 209Q: 3 clusters Score -2946706 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 20348 members 
Entering Unmasked Estep 
Score: -2946706.000000 Penalty: 4965.854492
	Iteration 210Q: 3 clusters Score -2946706 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 20366 members 
Entering Unmasked Estep 
Score: -2946705.500000 Penalty: 4965.854492
	Iteration 211Q: 3 clusters Score -2946706 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 20375 members 
Entering Unmasked Estep 
Score: -2946711.000000 Penalty: 4965.854492
	Iteration 212Q: 3 clusters Score -2946711 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 20385 members 
Entering Unmasked Estep 
Score: -2946712.250000 Penalty: 4965.854492
	Iteration 213Q: 3 clusters Score -2946712 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 20390 members 
Entering Unmasked Estep 
Score: -2946709.750000 Penalty: 4965.854492
	Iteration 214Q: 3 clusters Score -2946710 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 20393 members 
Entering Unmasked Estep 
Score: -2946710.250000 Penalty: 4965.854492
	Iteration 215Q: 3 clusters Score -2946710 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 20397 members 
Entering Unmasked Estep 
Score: -2946701.750000 Penalty: 4965.854492
	Iteration 216Q: 3 clusters Score -2946702 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 20401 members 
Entering Unmasked Estep 
Score: -2946702.750000 Penalty: 4965.854492
	Iteration 217Q: 3 clusters Score -2946703 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 20408 members 
Entering Unmasked Estep 
Score: -2946709.250000 Penalty: 4965.854492
	Iteration 218Q: 3 clusters Score -2946709 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 20416 members 
Entering Unmasked Estep 
Score: -2946706.000000 Penalty: 4965.854492
	Iteration 219Q: 3 clusters Score -2946706 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 20420 members 
Entering Unmasked Estep 
Score: -2946709.500000 Penalty: 4965.854492
	Iteration 220F: 3 clusters Score -2946710 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 20429 members 
Entering Unmasked Estep 
Score: -2946715.750000 Penalty: 4965.854492
	Iteration 221Q: 3 clusters Score -2946716 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 20441 members 
Entering Unmasked Estep 
Score: -2946729.000000 Penalty: 4965.854492
	Iteration 222Q: 3 clusters Score -2946729 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 20447 members 
Entering Unmasked Estep 
Score: -2946723.500000 Penalty: 4965.854492
	Iteration 223Q: 3 clusters Score -2946724 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 20459 members 
Entering Unmasked Estep 
Score: -2946720.500000 Penalty: 4965.854492
	Iteration 224Q: 3 clusters Score -2946720 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 20470 members 
Entering Unmasked Estep 
Score: -2946726.750000 Penalty: 4965.854492
	Iteration 225Q: 3 clusters Score -2946727 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 20480 members 
Entering Unmasked Estep 
Score: -2946732.500000 Penalty: 4965.854492
	Iteration 226Q: 3 clusters Score -2946732 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 20490 members 
Entering Unmasked Estep 
Score: -2946733.000000 Penalty: 4965.854492
	Iteration 227Q: 3 clusters Score -2946733 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 20498 members 
Entering Unmasked Estep 
Score: -2946736.500000 Penalty: 4965.854492
	Iteration 228Q: 3 clusters Score -2946736 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 20510 members 
Entering Unmasked Estep 
Score: -2946734.500000 Penalty: 4965.854492
	Iteration 229Q: 3 clusters Score -2946734 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 20523 members 
Entering Unmasked Estep 
Score: -2946739.750000 Penalty: 4965.854492
	Iteration 230Q: 3 clusters Score -2946740 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 20529 members 
Entering Unmasked Estep 
Score: -2946740.000000 Penalty: 4965.854492
	Iteration 231Q: 3 clusters Score -2946740 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 20534 members 
Entering Unmasked Estep 
Score: -2946744.000000 Penalty: 4965.854492
	Iteration 232Q: 3 clusters Score -2946744 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 20539 members 
Entering Unmasked Estep 
Score: -2946742.750000 Penalty: 4965.854492
	Iteration 233Q: 3 clusters Score -2946743 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 20543 members 
Entering Unmasked Estep 
Score: -2946741.250000 Penalty: 4965.854492
	Iteration 234Q: 3 clusters Score -2946741 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 20550 members 
Entering Unmasked Estep 
Score: -2946743.750000 Penalty: 4965.854492
	Iteration 235Q: 3 clusters Score -2946744 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 20556 members 
Entering Unmasked Estep 
Score: -2946745.000000 Penalty: 4965.854492
	Iteration 236Q: 3 clusters Score -2946745 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 20558 members 
Entering Unmasked Estep 
Score: -2946742.500000 Penalty: 4965.854492
	Iteration 237Q: 3 clusters Score -2946742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 20560 members 
Entering Unmasked Estep 
Score: -2946741.250000 Penalty: 4965.854492
	Iteration 238Q: 3 clusters Score -2946741 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 20561 members 
Entering Unmasked Estep 
Score: -2946742.000000 Penalty: 4965.854492
	Iteration 239Q: 3 clusters Score -2946742 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 20561 members 
Entering Unmasked Estep 
Score: -2946742.000000 Penalty: 4965.854492
	Iteration 240F: 3 clusters Score -2946742 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (6174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Entering Unmasked Estep 
Score: -780219.375000 Penalty: 2164.569336
	Iteration 0F: 2 clusters Score -780219.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -774953.250000 Penalty: 4329.138672
	Iteration 0F: 3 clusters Score -774953.2 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -776319.062500 Penalty: 4329.138672
	Iteration 1F: 3 clusters Score -776319.1 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -776588.062500 Penalty: 4329.138672
	Iteration 2F: 3 clusters Score -776588.1 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -776750.562500 Penalty: 4329.138672
	Iteration 3F: 3 clusters Score -776750.6 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -776888.437500 Penalty: 4329.138672
	Iteration 4Q: 3 clusters Score -776888.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -777025.250000 Penalty: 4329.138672
	Iteration 5Q: 3 clusters Score -777025.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -777145.687500 Penalty: 4329.138672
	Iteration 6Q: 3 clusters Score -777145.7 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -777283.375000 Penalty: 4329.138672
	Iteration 7Q: 3 clusters Score -777283.4 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -777439.125000 Penalty: 4329.138672
	Iteration 8Q: 3 clusters Score -777439.1 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -777637.625000 Penalty: 4329.138672
	Iteration 9Q: 3 clusters Score -777637.6 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -777889.812500 Penalty: 4329.138672
	Iteration 10Q: 3 clusters Score -777889.8 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -778156.937500 Penalty: 4329.138672
	Iteration 11Q: 3 clusters Score -778156.9 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -778392.562500 Penalty: 4329.138672
	Iteration 12Q: 3 clusters Score -778392.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -778571.625000 Penalty: 4329.138672
	Iteration 13Q: 3 clusters Score -778571.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -778690.562500 Penalty: 4329.138672
	Iteration 14Q: 3 clusters Score -778690.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -778801.187500 Penalty: 4329.138672
	Iteration 15Q: 3 clusters Score -778801.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -778904.937500 Penalty: 4329.138672
	Iteration 16Q: 3 clusters Score -778904.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -778989.750000 Penalty: 4329.138672
	Iteration 17Q: 3 clusters Score -778989.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -779084.437500 Penalty: 4329.138672
	Iteration 18Q: 3 clusters Score -779084.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -779156.937500 Penalty: 4329.138672
	Iteration 19Q: 3 clusters Score -779156.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -779203.312500 Penalty: 4329.138672
	Iteration 20F: 3 clusters Score -779203.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -779252.750000 Penalty: 4329.138672
	Iteration 21Q: 3 clusters Score -779252.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -779283.062500 Penalty: 4329.138672
	Iteration 22Q: 3 clusters Score -779283.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -779298.500000 Penalty: 4329.138672
	Iteration 23Q: 3 clusters Score -779298.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -779307.187500 Penalty: 4329.138672
	Iteration 24Q: 3 clusters Score -779307.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -779314.000000 Penalty: 4329.138672
	Iteration 25Q: 3 clusters Score -779314 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -779321.562500 Penalty: 4329.138672
	Iteration 26Q: 3 clusters Score -779321.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -779326.375000 Penalty: 4329.138672
	Iteration 27Q: 3 clusters Score -779326.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -779328.250000 Penalty: 4329.138672
	Iteration 28Q: 3 clusters Score -779328.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -779329.000000 Penalty: 4329.138672
	Iteration 29Q: 3 clusters Score -779329 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -779332.562500 Penalty: 4329.138672
	Iteration 30Q: 3 clusters Score -779332.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -779332.937500 Penalty: 4329.138672
	Iteration 31Q: 3 clusters Score -779332.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -779333.687500 Penalty: 4329.138672
	Iteration 32Q: 3 clusters Score -779333.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -779333.437500 Penalty: 4329.138672
	Iteration 33Q: 3 clusters Score -779333.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -779334.312500 Penalty: 4329.138672
	Iteration 34Q: 3 clusters Score -779334.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -779334.312500 Penalty: 4329.138672
	Iteration 35F: 3 clusters Score -779334.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (4145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Entering Unmasked Estep 
Score: -744522.250000 Penalty: 2065.755371
	Iteration 0F: 2 clusters Score -744522.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -740565.437500 Penalty: 4131.510742
	Iteration 0F: 3 clusters Score -740565.4 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -741787.875000 Penalty: 4131.510742
	Iteration 1F: 3 clusters Score -741787.9 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -742456.437500 Penalty: 4131.510742
	Iteration 2F: 3 clusters Score -742456.4 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -743065.250000 Penalty: 4131.510742
	Iteration 3F: 3 clusters Score -743065.2 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -743461.750000 Penalty: 4131.510742
	Iteration 4F: 3 clusters Score -743461.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -743680.062500 Penalty: 4131.510742
	Iteration 5F: 3 clusters Score -743680.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -743790.187500 Penalty: 4131.510742
	Iteration 6Q: 3 clusters Score -743790.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -743845.562500 Penalty: 4131.510742
	Iteration 7Q: 3 clusters Score -743845.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -743872.625000 Penalty: 4131.510742
	Iteration 8Q: 3 clusters Score -743872.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -743885.312500 Penalty: 4131.510742
	Iteration 9Q: 3 clusters Score -743885.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -743898.062500 Penalty: 4131.510742
	Iteration 10Q: 3 clusters Score -743898.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -743906.000000 Penalty: 4131.510742
	Iteration 11Q: 3 clusters Score -743906 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -743909.000000 Penalty: 4131.510742
	Iteration 12Q: 3 clusters Score -743909 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -743911.437500 Penalty: 4131.510742
	Iteration 13Q: 3 clusters Score -743911.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -743915.375000 Penalty: 4131.510742
	Iteration 14Q: 3 clusters Score -743915.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -743918.875000 Penalty: 4131.510742
	Iteration 15Q: 3 clusters Score -743918.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -743919.312500 Penalty: 4131.510742
	Iteration 16Q: 3 clusters Score -743919.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -743920.687500 Penalty: 4131.510742
	Iteration 17Q: 3 clusters Score -743920.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -743921.312500 Penalty: 4131.510742
	Iteration 18Q: 3 clusters Score -743921.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -743921.312500 Penalty: 4131.510742
	Iteration 19F: 3 clusters Score -743921.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (37122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37122 members 
Entering Unmasked Estep 
Score: -4832786.500000 Penalty: 2609.447266
	Iteration 0F: 2 clusters Score -4832786 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18476 members 
Mstep: Class 2 contains 18646 members 
Entering Unmasked Estep 
Score: -4807389.500000 Penalty: 5218.894531
	Iteration 0F: 3 clusters Score -4807390 nChanged 16995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18003 members 
Mstep: Class 2 contains 19119 members 
Entering Unmasked Estep 
Score: -4817030.000000 Penalty: 5218.894531
	Iteration 1F: 3 clusters Score -4817030 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17778 members 
Mstep: Class 2 contains 19344 members 
Entering Unmasked Estep 
Score: -4818039.000000 Penalty: 5218.894531
	Iteration 2F: 3 clusters Score -4818039 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17531 members 
Mstep: Class 2 contains 19591 members 
Entering Unmasked Estep 
Score: -4819174.500000 Penalty: 5218.894531
	Iteration 3F: 3 clusters Score -4819174 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17279 members 
Mstep: Class 2 contains 19843 members 
Entering Unmasked Estep 
Score: -4820335.500000 Penalty: 5218.894531
	Iteration 4F: 3 clusters Score -4820336 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17025 members 
Mstep: Class 2 contains 20097 members 
Entering Unmasked Estep 
Score: -4821635.000000 Penalty: 5218.894531
	Iteration 5F: 3 clusters Score -4821635 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16756 members 
Mstep: Class 2 contains 20366 members 
Entering Unmasked Estep 
Score: -4822970.500000 Penalty: 5218.894531
	Iteration 6F: 3 clusters Score -4822970 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16406 members 
Mstep: Class 2 contains 20716 members 
Entering Unmasked Estep 
Score: -4824340.500000 Penalty: 5218.894531
	Iteration 7F: 3 clusters Score -4824340 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16010 members 
Mstep: Class 2 contains 21112 members 
Entering Unmasked Estep 
Score: -4825643.000000 Penalty: 5218.894531
	Iteration 8F: 3 clusters Score -4825643 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15622 members 
Mstep: Class 2 contains 21500 members 
Entering Unmasked Estep 
Score: -4826592.500000 Penalty: 5218.894531
	Iteration 9Q: 3 clusters Score -4826592 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15361 members 
Mstep: Class 2 contains 21761 members 
Entering Unmasked Estep 
Score: -4827077.000000 Penalty: 5218.894531
	Iteration 10Q: 3 clusters Score -4827077 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15102 members 
Mstep: Class 2 contains 22020 members 
Entering Unmasked Estep 
Score: -4827300.500000 Penalty: 5218.894531
	Iteration 11Q: 3 clusters Score -4827300 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14833 members 
Mstep: Class 2 contains 22289 members 
Entering Unmasked Estep 
Score: -4827435.500000 Penalty: 5218.894531
	Iteration 12Q: 3 clusters Score -4827436 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14552 members 
Mstep: Class 2 contains 22570 members 
Entering Unmasked Estep 
Score: -4827557.500000 Penalty: 5218.894531
	Iteration 13Q: 3 clusters Score -4827558 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14293 members 
Mstep: Class 2 contains 22829 members 
Entering Unmasked Estep 
Score: -4827635.500000 Penalty: 5218.894531
	Iteration 14Q: 3 clusters Score -4827636 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13975 members 
Mstep: Class 2 contains 23147 members 
Entering Unmasked Estep 
Score: -4827742.000000 Penalty: 5218.894531
	Iteration 15Q: 3 clusters Score -4827742 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13617 members 
Mstep: Class 2 contains 23505 members 
Entering Unmasked Estep 
Score: -4827856.000000 Penalty: 5218.894531
	Iteration 16Q: 3 clusters Score -4827856 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13242 members 
Mstep: Class 2 contains 23880 members 
Entering Unmasked Estep 
Score: -4827967.500000 Penalty: 5218.894531
	Iteration 17Q: 3 clusters Score -4827968 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12885 members 
Mstep: Class 2 contains 24237 members 
Entering Unmasked Estep 
Score: -4828107.000000 Penalty: 5218.894531
	Iteration 18Q: 3 clusters Score -4828107 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12505 members 
Mstep: Class 2 contains 24617 members 
Entering Unmasked Estep 
Score: -4828234.500000 Penalty: 5218.894531
	Iteration 19Q: 3 clusters Score -4828234 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12157 members 
Mstep: Class 2 contains 24965 members 
Entering Unmasked Estep 
Score: -4828345.500000 Penalty: 5218.894531
	Iteration 20F: 3 clusters Score -4828346 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11814 members 
Mstep: Class 2 contains 25308 members 
Entering Unmasked Estep 
Score: -4828448.000000 Penalty: 5218.894531
	Iteration 21Q: 3 clusters Score -4828448 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11460 members 
Mstep: Class 2 contains 25662 members 
Entering Unmasked Estep 
Score: -4828592.000000 Penalty: 5218.894531
	Iteration 22Q: 3 clusters Score -4828592 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 25996 members 
Entering Unmasked Estep 
Score: -4828707.500000 Penalty: 5218.894531
	Iteration 23Q: 3 clusters Score -4828708 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10810 members 
Mstep: Class 2 contains 26312 members 
Entering Unmasked Estep 
Score: -4828808.000000 Penalty: 5218.894531
	Iteration 24Q: 3 clusters Score -4828808 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10513 members 
Mstep: Class 2 contains 26609 members 
Entering Unmasked Estep 
Score: -4828940.000000 Penalty: 5218.894531
	Iteration 25Q: 3 clusters Score -4828940 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10246 members 
Mstep: Class 2 contains 26876 members 
Entering Unmasked Estep 
Score: -4829000.000000 Penalty: 5218.894531
	Iteration 26Q: 3 clusters Score -4829000 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10004 members 
Mstep: Class 2 contains 27118 members 
Entering Unmasked Estep 
Score: -4829088.500000 Penalty: 5218.894531
	Iteration 27Q: 3 clusters Score -4829088 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 27339 members 
Entering Unmasked Estep 
Score: -4829139.000000 Penalty: 5218.894531
	Iteration 28Q: 3 clusters Score -4829139 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 27535 members 
Entering Unmasked Estep 
Score: -4829192.500000 Penalty: 5218.894531
	Iteration 29Q: 3 clusters Score -4829192 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 27725 members 
Entering Unmasked Estep 
Score: -4829241.500000 Penalty: 5218.894531
	Iteration 30Q: 3 clusters Score -4829242 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 27901 members 
Entering Unmasked Estep 
Score: -4829290.500000 Penalty: 5218.894531
	Iteration 31Q: 3 clusters Score -4829290 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 28073 members 
Entering Unmasked Estep 
Score: -4829313.500000 Penalty: 5218.894531
	Iteration 32Q: 3 clusters Score -4829314 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Mstep: Class 2 contains 28237 members 
Entering Unmasked Estep 
Score: -4829344.500000 Penalty: 5218.894531
	Iteration 33Q: 3 clusters Score -4829344 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 28386 members 
Entering Unmasked Estep 
Score: -4829374.000000 Penalty: 5218.894531
	Iteration 34Q: 3 clusters Score -4829374 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 28534 members 
Entering Unmasked Estep 
Score: -4829383.500000 Penalty: 5218.894531
	Iteration 35Q: 3 clusters Score -4829384 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 28665 members 
Entering Unmasked Estep 
Score: -4829411.000000 Penalty: 5218.894531
	Iteration 36Q: 3 clusters Score -4829411 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 28781 members 
Entering Unmasked Estep 
Score: -4829428.500000 Penalty: 5218.894531
	Iteration 37Q: 3 clusters Score -4829428 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 28896 members 
Entering Unmasked Estep 
Score: -4829454.000000 Penalty: 5218.894531
	Iteration 38Q: 3 clusters Score -4829454 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 29011 members 
Entering Unmasked Estep 
Score: -4829463.500000 Penalty: 5218.894531
	Iteration 39Q: 3 clusters Score -4829464 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 29128 members 
Entering Unmasked Estep 
Score: -4829487.500000 Penalty: 5218.894531
	Iteration 40F: 3 clusters Score -4829488 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 29255 members 
Entering Unmasked Estep 
Score: -4829511.500000 Penalty: 5218.894531
	Iteration 41Q: 3 clusters Score -4829512 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 29387 members 
Entering Unmasked Estep 
Score: -4829528.000000 Penalty: 5218.894531
	Iteration 42Q: 3 clusters Score -4829528 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 29514 members 
Entering Unmasked Estep 
Score: -4829572.000000 Penalty: 5218.894531
	Iteration 43Q: 3 clusters Score -4829572 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 29659 members 
Entering Unmasked Estep 
Score: -4829586.500000 Penalty: 5218.894531
	Iteration 44Q: 3 clusters Score -4829586 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 29800 members 
Entering Unmasked Estep 
Score: -4829625.500000 Penalty: 5218.894531
	Iteration 45Q: 3 clusters Score -4829626 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 29959 members 
Entering Unmasked Estep 
Score: -4829672.500000 Penalty: 5218.894531
	Iteration 46Q: 3 clusters Score -4829672 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 30109 members 
Entering Unmasked Estep 
Score: -4829682.500000 Penalty: 5218.894531
	Iteration 47Q: 3 clusters Score -4829682 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 30253 members 
Entering Unmasked Estep 
Score: -4829720.000000 Penalty: 5218.894531
	Iteration 48Q: 3 clusters Score -4829720 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 30406 members 
Entering Unmasked Estep 
Score: -4829759.000000 Penalty: 5218.894531
	Iteration 49Q: 3 clusters Score -4829759 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 30560 members 
Entering Unmasked Estep 
Score: -4829809.500000 Penalty: 5218.894531
	Iteration 50Q: 3 clusters Score -4829810 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 30709 members 
Entering Unmasked Estep 
Score: -4829855.500000 Penalty: 5218.894531
	Iteration 51Q: 3 clusters Score -4829856 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 30846 members 
Entering Unmasked Estep 
Score: -4829906.000000 Penalty: 5218.894531
	Iteration 52Q: 3 clusters Score -4829906 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 30969 members 
Entering Unmasked Estep 
Score: -4829922.500000 Penalty: 5218.894531
	Iteration 53Q: 3 clusters Score -4829922 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 31095 members 
Entering Unmasked Estep 
Score: -4829970.500000 Penalty: 5218.894531
	Iteration 54Q: 3 clusters Score -4829970 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 31236 members 
Entering Unmasked Estep 
Score: -4829997.500000 Penalty: 5218.894531
	Iteration 55Q: 3 clusters Score -4829998 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 31361 members 
Entering Unmasked Estep 
Score: -4830007.500000 Penalty: 5218.894531
	Iteration 56Q: 3 clusters Score -4830008 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 31483 members 
Entering Unmasked Estep 
Score: -4830054.500000 Penalty: 5218.894531
	Iteration 57Q: 3 clusters Score -4830054 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 31588 members 
Entering Unmasked Estep 
Score: -4830075.500000 Penalty: 5218.894531
	Iteration 58Q: 3 clusters Score -4830076 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 31678 members 
Entering Unmasked Estep 
Score: -4830098.500000 Penalty: 5218.894531
	Iteration 59Q: 3 clusters Score -4830098 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 31746 members 
Entering Unmasked Estep 
Score: -4830112.500000 Penalty: 5218.894531
	Iteration 60F: 3 clusters Score -4830112 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 31801 members 
Entering Unmasked Estep 
Score: -4830136.000000 Penalty: 5218.894531
	Iteration 61Q: 3 clusters Score -4830136 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 31855 members 
Entering Unmasked Estep 
Score: -4830145.000000 Penalty: 5218.894531
	Iteration 62Q: 3 clusters Score -4830145 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 31905 members 
Entering Unmasked Estep 
Score: -4830152.000000 Penalty: 5218.894531
	Iteration 63Q: 3 clusters Score -4830152 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 31953 members 
Entering Unmasked Estep 
Score: -4830155.500000 Penalty: 5218.894531
	Iteration 64Q: 3 clusters Score -4830156 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 31989 members 
Entering Unmasked Estep 
Score: -4830155.500000 Penalty: 5218.894531
	Iteration 65Q: 3 clusters Score -4830156 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 32022 members 
Entering Unmasked Estep 
Score: -4830164.000000 Penalty: 5218.894531
	Iteration 66Q: 3 clusters Score -4830164 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 32053 members 
Entering Unmasked Estep 
Score: -4830159.500000 Penalty: 5218.894531
	Iteration 67Q: 3 clusters Score -4830160 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 32084 members 
Entering Unmasked Estep 
Score: -4830167.500000 Penalty: 5218.894531
	Iteration 68Q: 3 clusters Score -4830168 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 32111 members 
Entering Unmasked Estep 
Score: -4830165.000000 Penalty: 5218.894531
	Iteration 69Q: 3 clusters Score -4830165 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 32131 members 
Entering Unmasked Estep 
Score: -4830167.500000 Penalty: 5218.894531
	Iteration 70Q: 3 clusters Score -4830168 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 32153 members 
Entering Unmasked Estep 
Score: -4830176.500000 Penalty: 5218.894531
	Iteration 71Q: 3 clusters Score -4830176 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 32178 members 
Entering Unmasked Estep 
Score: -4830187.000000 Penalty: 5218.894531
	Iteration 72Q: 3 clusters Score -4830187 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 32209 members 
Entering Unmasked Estep 
Score: -4830180.500000 Penalty: 5218.894531
	Iteration 73Q: 3 clusters Score -4830180 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 32244 members 
Entering Unmasked Estep 
Score: -4830197.000000 Penalty: 5218.894531
	Iteration 74Q: 3 clusters Score -4830197 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 32284 members 
Entering Unmasked Estep 
Score: -4830195.500000 Penalty: 5218.894531
	Iteration 75Q: 3 clusters Score -4830196 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 32315 members 
Entering Unmasked Estep 
Score: -4830194.500000 Penalty: 5218.894531
	Iteration 76Q: 3 clusters Score -4830194 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 32358 members 
Entering Unmasked Estep 
Score: -4830205.500000 Penalty: 5218.894531
	Iteration 77Q: 3 clusters Score -4830206 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 32401 members 
Entering Unmasked Estep 
Score: -4830215.500000 Penalty: 5218.894531
	Iteration 78Q: 3 clusters Score -4830216 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 32456 members 
Entering Unmasked Estep 
Score: -4830221.500000 Penalty: 5218.894531
	Iteration 79Q: 3 clusters Score -4830222 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 32500 members 
Entering Unmasked Estep 
Score: -4830226.000000 Penalty: 5218.894531
	Iteration 80F: 3 clusters Score -4830226 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 32549 members 
Entering Unmasked Estep 
Score: -4830234.000000 Penalty: 5218.894531
	Iteration 81Q: 3 clusters Score -4830234 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 32591 members 
Entering Unmasked Estep 
Score: -4830229.000000 Penalty: 5218.894531
	Iteration 82Q: 3 clusters Score -4830229 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 32633 members 
Entering Unmasked Estep 
Score: -4830217.000000 Penalty: 5218.894531
	Iteration 83Q: 3 clusters Score -4830217 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 32679 members 
Entering Unmasked Estep 
Score: -4830225.500000 Penalty: 5218.894531
	Iteration 84Q: 3 clusters Score -4830226 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 32716 members 
Entering Unmasked Estep 
Score: -4830242.500000 Penalty: 5218.894531
	Iteration 85Q: 3 clusters Score -4830242 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 32751 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 32786 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -4830264 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 32828 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -4830268 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 32881 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -4830270 nChanged 51
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Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 32930 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 32970 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 33016 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -4830295 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 33060 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -4830296 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 33103 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -4830302 nChanged 46
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Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 33147 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 33195 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -4830325 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 33247 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 33314 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -4830346 nChanged 69
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Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 33379 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 33433 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -4830356 nChanged 66
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 33499 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -4830368 nChanged 59
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Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 33558 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -4830380 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 33616 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 33667 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -4830406 nChanged 58
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Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 33723 members 
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	Iteration 105Q: 3 clusters Score -4830406 nChanged 61
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Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 33784 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -4830422 nChanged 60
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Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 33844 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 33899 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -4830448 nChanged 51
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 33948 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -4830456 nChanged 43
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Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 33991 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -4830467 nChanged 36
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Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 34027 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -4830486 nChanged 37
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Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 34064 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -4830480 nChanged 37
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Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 34101 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 34135 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -4830494 nChanged 29
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Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 34164 members 
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	Iteration 115Q: 3 clusters Score -4830509 nChanged 18
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Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 34182 members 
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	Iteration 116Q: 3 clusters Score -4830506 nChanged 24
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Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 34206 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 34235 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -4830518 nChanged 39
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Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 34274 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -4830527 nChanged 44
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Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 34318 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -4830534 nChanged 50
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Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 34366 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -4830544 nChanged 50
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Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 34414 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 34458 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -4830571 nChanged 47
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Mstep: Class 1 contains 2617 members 
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Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -4830569 nChanged 36
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Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 34539 members 
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	Iteration 125Q: 3 clusters Score -4830578 nChanged 37
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Mstep: Class 1 contains 2546 members 
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Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -4830582 nChanged 37
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Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 34613 members 
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	Iteration 127Q: 3 clusters Score -4830590 nChanged 25
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Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 34638 members 
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	Iteration 128Q: 3 clusters Score -4830599 nChanged 40
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Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 34674 members 
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	Iteration 129Q: 3 clusters Score -4830590 nChanged 35
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Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 34709 members 
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	Iteration 130Q: 3 clusters Score -4830608 nChanged 30
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Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 34739 members 
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	Iteration 131Q: 3 clusters Score -4830612 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 34770 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -4830624 nChanged 14
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Mstep: Class 1 contains 2338 members 
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	Iteration 133Q: 3 clusters Score -4830630 nChanged 17
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Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 34801 members 
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	Iteration 134Q: 3 clusters Score -4830629 nChanged 16
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Mstep: Class 1 contains 2305 members 
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	Iteration 135Q: 3 clusters Score -4830630 nChanged 11
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Mstep: Class 1 contains 2294 members 
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	Iteration 136Q: 3 clusters Score -4830632 nChanged 11
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Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 34839 members 
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	Iteration 137Q: 3 clusters Score -4830623 nChanged 14
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Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 34853 members 
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	Iteration 138Q: 3 clusters Score -4830629 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 34868 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -4830642 nChanged 12
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Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 34878 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -4830644 nChanged 14
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Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 34892 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -4830639 nChanged 20
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Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 34912 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -4830640 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 34936 members 
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	Iteration 143Q: 3 clusters Score -4830648 nChanged 21
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Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 34957 members 
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	Iteration 144Q: 3 clusters Score -4830646 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 34981 members 
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	Iteration 145Q: 3 clusters Score -4830660 nChanged 25
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Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 35006 members 
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	Iteration 146Q: 3 clusters Score -4830668 nChanged 22
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Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 35028 members 
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	Iteration 147Q: 3 clusters Score -4830681 nChanged 27
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Mstep: Class 1 contains 2069 members 
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	Iteration 148Q: 3 clusters Score -4830688 nChanged 21
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Mstep: Class 1 contains 2048 members 
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	Iteration 149Q: 3 clusters Score -4830694 nChanged 21
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Mstep: Class 1 contains 2029 members 
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	Iteration 150Q: 3 clusters Score -4830695 nChanged 23
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Mstep: Class 1 contains 2006 members 
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	Iteration 151Q: 3 clusters Score -4830698 nChanged 24
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Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 35140 members 
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	Iteration 152Q: 3 clusters Score -4830709 nChanged 29
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Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 35167 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -4830722 nChanged 24
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Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 35191 members 
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	Iteration 154Q: 3 clusters Score -4830740 nChanged 31
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Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 35222 members 
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	Iteration 155Q: 3 clusters Score -4830746 nChanged 35
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Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 35257 members 
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	Iteration 156Q: 3 clusters Score -4830755 nChanged 37
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Mstep: Class 1 contains 1828 members 
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	Iteration 157Q: 3 clusters Score -4830766 nChanged 24
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Mstep: Class 1 contains 1806 members 
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	Iteration 158Q: 3 clusters Score -4830772 nChanged 20
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Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 35336 members 
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	Iteration 159Q: 3 clusters Score -4830774 nChanged 16
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Mstep: Class 1 contains 1770 members 
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	Iteration 160F: 3 clusters Score -4830779 nChanged 10
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Mstep: Class 1 contains 1760 members 
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	Iteration 161Q: 3 clusters Score -4830786 nChanged 10
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Mstep: Class 1 contains 1752 members 
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	Iteration 162Q: 3 clusters Score -4830786 nChanged 6
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	Iteration 163Q: 3 clusters Score -4830789 nChanged 10
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	Iteration 164Q: 3 clusters Score -4830792 nChanged 3
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	Iteration 165Q: 3 clusters Score -4830789 nChanged 2
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Mstep: Class 1 contains 1733 members 
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	Iteration 166Q: 3 clusters Score -4830792 nChanged 8
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Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 35395 members 
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	Iteration 167Q: 3 clusters Score -4830796 nChanged 5
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Mstep: Class 1 contains 1722 members 
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	Iteration 168Q: 3 clusters Score -4830799 nChanged 3
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	Iteration 169Q: 3 clusters Score -4830794 nChanged 2
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	Iteration 170Q: 3 clusters Score -4830800 nChanged 2
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	Iteration 171Q: 3 clusters Score -4830798 nChanged 2
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	Iteration 172Q: 3 clusters Score -4830795 nChanged 4
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	Iteration 173Q: 3 clusters Score -4830796 nChanged 2
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	Iteration 174Q: 3 clusters Score -4830793 nChanged 2
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	Iteration 175Q: 3 clusters Score -4830792 nChanged 3
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Mstep: Class 1 contains 1702 members 
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	Iteration 176Q: 3 clusters Score -4830796 nChanged 6
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Mstep: Class 1 contains 1696 members 
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	Iteration 177Q: 3 clusters Score -4830800 nChanged 2
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Mstep: Class 1 contains 1694 members 
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	Iteration 178Q: 3 clusters Score -4830797 nChanged 1
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 35429 members 
Entering Unmasked Estep 
Score: -4830793.000000 Penalty: 5218.894531
	Iteration 179Q: 3 clusters Score -4830793 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 35429 members 
Entering Unmasked Estep 
Score: -4830793.000000 Penalty: 5218.894531
	Iteration 180F: 3 clusters Score -4830793 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (4527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Entering Unmasked Estep 
Score: -558546.312500 Penalty: 2087.618164
	Iteration 0F: 2 clusters Score -558546.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -554330.937500 Penalty: 4175.236328
	Iteration 0F: 3 clusters Score -554330.9 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -555288.187500 Penalty: 4175.236328
	Iteration 1F: 3 clusters Score -555288.2 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -555491.812500 Penalty: 4175.236328
	Iteration 2F: 3 clusters Score -555491.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -555647.937500 Penalty: 4175.236328
	Iteration 3Q: 3 clusters Score -555647.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -555783.500000 Penalty: 4175.236328
	Iteration 4Q: 3 clusters Score -555783.5 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -555918.625000 Penalty: 4175.236328
	Iteration 5Q: 3 clusters Score -555918.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -556030.312500 Penalty: 4175.236328
	Iteration 6Q: 3 clusters Score -556030.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -556140.625000 Penalty: 4175.236328
	Iteration 7Q: 3 clusters Score -556140.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -556242.937500 Penalty: 4175.236328
	Iteration 8Q: 3 clusters Score -556242.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -556324.187500 Penalty: 4175.236328
	Iteration 9Q: 3 clusters Score -556324.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -556403.125000 Penalty: 4175.236328
	Iteration 10Q: 3 clusters Score -556403.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -556471.375000 Penalty: 4175.236328
	Iteration 11Q: 3 clusters Score -556471.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -556536.937500 Penalty: 4175.236328
	Iteration 12Q: 3 clusters Score -556536.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -556604.500000 Penalty: 4175.236328
	Iteration 13Q: 3 clusters Score -556604.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -556661.375000 Penalty: 4175.236328
	Iteration 14Q: 3 clusters Score -556661.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -556711.500000 Penalty: 4175.236328
	Iteration 15Q: 3 clusters Score -556711.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -556751.187500 Penalty: 4175.236328
	Iteration 16Q: 3 clusters Score -556751.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -556786.937500 Penalty: 4175.236328
	Iteration 17Q: 3 clusters Score -556786.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -556815.625000 Penalty: 4175.236328
	Iteration 18Q: 3 clusters Score -556815.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -556841.812500 Penalty: 4175.236328
	Iteration 19Q: 3 clusters Score -556841.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -556861.562500 Penalty: 4175.236328
	Iteration 20F: 3 clusters Score -556861.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -556879.125000 Penalty: 4175.236328
	Iteration 21Q: 3 clusters Score -556879.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -556888.312500 Penalty: 4175.236328
	Iteration 22Q: 3 clusters Score -556888.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -556897.562500 Penalty: 4175.236328
	Iteration 23Q: 3 clusters Score -556897.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -556906.937500 Penalty: 4175.236328
	Iteration 24Q: 3 clusters Score -556906.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -556912.750000 Penalty: 4175.236328
	Iteration 25Q: 3 clusters Score -556912.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -556919.937500 Penalty: 4175.236328
	Iteration 26Q: 3 clusters Score -556919.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -556927.187500 Penalty: 4175.236328
	Iteration 27Q: 3 clusters Score -556927.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -556936.375000 Penalty: 4175.236328
	Iteration 28Q: 3 clusters Score -556936.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -556946.062500 Penalty: 4175.236328
	Iteration 29Q: 3 clusters Score -556946.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -556956.812500 Penalty: 4175.236328
	Iteration 30Q: 3 clusters Score -556956.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -556977.437500 Penalty: 4175.236328
	Iteration 31Q: 3 clusters Score -556977.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -556995.812500 Penalty: 4175.236328
	Iteration 32Q: 3 clusters Score -556995.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -557016.500000 Penalty: 4175.236328
	Iteration 33Q: 3 clusters Score -557016.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -557033.937500 Penalty: 4175.236328
	Iteration 34Q: 3 clusters Score -557033.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -557047.875000 Penalty: 4175.236328
	Iteration 35Q: 3 clusters Score -557047.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -557059.500000 Penalty: 4175.236328
	Iteration 36Q: 3 clusters Score -557059.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -557070.437500 Penalty: 4175.236328
	Iteration 37Q: 3 clusters Score -557070.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -557079.750000 Penalty: 4175.236328
	Iteration 38Q: 3 clusters Score -557079.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -557093.250000 Penalty: 4175.236328
	Iteration 39Q: 3 clusters Score -557093.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -557105.062500 Penalty: 4175.236328
	Iteration 40F: 3 clusters Score -557105.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -557112.125000 Penalty: 4175.236328
	Iteration 41Q: 3 clusters Score -557112.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -557119.000000 Penalty: 4175.236328
	Iteration 42Q: 3 clusters Score -557119 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -557127.875000 Penalty: 4175.236328
	Iteration 43Q: 3 clusters Score -557127.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -557136.687500 Penalty: 4175.236328
	Iteration 44Q: 3 clusters Score -557136.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -557148.125000 Penalty: 4175.236328
	Iteration 45Q: 3 clusters Score -557148.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -557163.875000 Penalty: 4175.236328
	Iteration 46Q: 3 clusters Score -557163.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -557184.937500 Penalty: 4175.236328
	Iteration 47Q: 3 clusters Score -557184.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -557205.437500 Penalty: 4175.236328
	Iteration 48Q: 3 clusters Score -557205.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -557241.875000 Penalty: 4175.236328
	Iteration 49Q: 3 clusters Score -557241.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -557288.562500 Penalty: 4175.236328
	Iteration 50Q: 3 clusters Score -557288.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -557330.625000 Penalty: 4175.236328
	Iteration 51Q: 3 clusters Score -557330.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -557367.687500 Penalty: 4175.236328
	Iteration 52Q: 3 clusters Score -557367.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -557401.187500 Penalty: 4175.236328
	Iteration 53Q: 3 clusters Score -557401.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -557429.500000 Penalty: 4175.236328
	Iteration 54Q: 3 clusters Score -557429.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -557446.687500 Penalty: 4175.236328
	Iteration 55Q: 3 clusters Score -557446.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -557456.937500 Penalty: 4175.236328
	Iteration 56Q: 3 clusters Score -557456.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -557467.937500 Penalty: 4175.236328
	Iteration 57Q: 3 clusters Score -557467.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -557474.000000 Penalty: 4175.236328
	Iteration 58Q: 3 clusters Score -557474 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -557476.625000 Penalty: 4175.236328
	Iteration 59Q: 3 clusters Score -557476.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -557478.125000 Penalty: 4175.236328
	Iteration 60F: 3 clusters Score -557478.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -557480.312500 Penalty: 4175.236328
	Iteration 61Q: 3 clusters Score -557480.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -557480.812500 Penalty: 4175.236328
	Iteration 62Q: 3 clusters Score -557480.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -557481.875000 Penalty: 4175.236328
	Iteration 63Q: 3 clusters Score -557481.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -557481.875000 Penalty: 4175.236328
	Iteration 64F: 3 clusters Score -557481.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Entering Unmasked Estep 
Score: -44904.378906 Penalty: 1531.614990
	Iteration 0F: 2 clusters Score -44904.38 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 251 members 
Entering Unmasked Estep 
Score: -43499.097656 Penalty: 3063.229980
	Iteration 0F: 3 clusters Score -43499.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -43748.652344 Penalty: 3063.229980
	Iteration 1F: 3 clusters Score -43748.65 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -43869.617188 Penalty: 3063.229980
	Iteration 2F: 3 clusters Score -43869.62 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -44128.628906 Penalty: 3063.229980
	Iteration 3F: 3 clusters Score -44128.63 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -44450.296875 Penalty: 3063.229980
	Iteration 4F: 3 clusters Score -44450.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -44691.824219 Penalty: 3063.229980
	Iteration 5F: 3 clusters Score -44691.82 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -44840.062500 Penalty: 3063.229980
	Iteration 6Q: 3 clusters Score -44840.06 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -44940.316406 Penalty: 3063.229980
	Iteration 7Q: 3 clusters Score -44940.32 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -45017.980469 Penalty: 3063.229980
	Iteration 8Q: 3 clusters Score -45017.98 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -45120.765625 Penalty: 3063.229980
	Iteration 9Q: 3 clusters Score -45120.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -45166.957031 Penalty: 3063.229980
	Iteration 10Q: 3 clusters Score -45166.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -45195.882812 Penalty: 3063.229980
	Iteration 11Q: 3 clusters Score -45195.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -45195.882812 Penalty: 3063.229980
	Iteration 12F: 3 clusters Score -45195.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 52553 members 
Mstep: Class 3 contains 5280 members 
Mstep: Class 4 contains 27249 members 
Mstep: Class 5 contains 8286 members 
Mstep: Class 6 contains 4490 members 
Mstep: Class 7 contains 26582 members 
Mstep: Class 8 contains 749 members 
Mstep: Class 9 contains 10973 members 
Mstep: Class 10 contains 3040 members 
Mstep: Class 11 contains 37309 members 
Mstep: Class 12 contains 23336 members 
Mstep: Class 13 contains 215708 members 
Mstep: Class 14 contains 40995 members 
Mstep: Class 15 contains 688 members 
Mstep: Class 16 contains 29095 members 
Mstep: Class 17 contains 9366 members 
Mstep: Class 18 contains 14308 members 
Mstep: Class 19 contains 61584 members 
Mstep: Class 20 contains 10998 members 
Mstep: Class 21 contains 16567 members 
Mstep: Class 22 contains 2993 members 
Mstep: Class 23 contains 2570 members 
Mstep: Class 24 contains 18665 members 
Mstep: Class 25 contains 2068 members 
Mstep: Class 26 contains 22288 members 
Mstep: Class 27 contains 6174 members 
Mstep: Class 28 contains 4145 members 
Mstep: Class 29 contains 37122 members 
Mstep: Class 30 contains 4527 members 
Mstep: Class 31 contains 240 members 
Mstep: Class 32 contains 382 members 
Mstep: Class 33 contains 38551 members 
Mstep: Class 34 contains 605 members 
Mstep: Class 35 contains 8732 members 
Mstep: Class 36 contains 2453 members 
Mstep: Class 37 contains 164248 members 
Mstep: Class 38 contains 8339 members 
Mstep: Class 39 contains 4265 members 
Mstep: Class 40 contains 5324 members 
Mstep: Class 41 contains 2913 members 
Mstep: Class 42 contains 3709 members 
Mstep: Class 43 contains 550 members 
Mstep: Class 44 contains 3468 members 
Mstep: Class 45 contains 1907 members 
Mstep: Class 46 contains 391 members 
Mstep: Class 47 contains 5100 members 
Mstep: Class 48 contains 1825 members 
Mstep: Class 49 contains 4225 members 
Mstep: Class 50 contains 6309 members 
Mstep: Class 51 contains 175504 members 
Mstep: Class 52 contains 340 members 
Mstep: Class 53 contains 208 members 
Mstep: Class 54 contains 355 members 
Mstep: Class 55 contains 4301 members 
Mstep: Class 56 contains 2518 members 
Mstep: Class 57 contains 179 members 
Mstep: Class 58 contains 10459 members 
Mstep: Class 59 contains 656 members 
Mstep: Class 60 contains 17851 members 
Mstep: Class 61 contains 255 members 
Mstep: Class 62 contains 1211 members 
Mstep: Class 63 contains 438 members 
Mstep: Class 64 contains 344 members 
Mstep: Class 65 contains 613 members 
Mstep: Class 66 contains 1911 members 
Mstep: Class 67 contains 187 members 
Mstep: Class 68 contains 327 members 
Mstep: Class 69 contains 164 members 
Mstep: Class 70 contains 306 members 
Mstep: Class 71 contains 2351 members 
Mstep: Class 72 contains 443 members 
Mstep: Class 73 contains 379 members 
Mstep: Class 74 contains 226 members 
Mstep: Class 75 contains 506 members 
Mstep: Class 76 contains 228 members 
Mstep: Class 77 contains 397 members 
Mstep: Class 78 contains 491 members 
Mstep: Class 79 contains 1161 members 
Mstep: Class 80 contains 241 members 
Entering Unmasked Estep 
Score: -147552096.000000 Penalty: 277521.750000
Splitting cluster 31 changes total score from -147553632.000000 to -147552096.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 32 (382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Entering Unmasked Estep 
Score: -49600.804688 Penalty: 1474.464355
	Iteration 0F: 2 clusters Score -49600.8 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 202 members 
Entering Unmasked Estep 
Score: -48346.925781 Penalty: 2948.928711
	Iteration 0F: 3 clusters Score -48346.93 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -49199.476562 Penalty: 2948.928711
	Iteration 1F: 3 clusters Score -49199.48 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -50070.226562 Penalty: 2948.928711
	Iteration 2F: 3 clusters Score -50070.23 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -50271.367188 Penalty: 2948.928711
	Iteration 3Q: 3 clusters Score -50271.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -50423.003906 Penalty: 2948.928711
	Iteration 4Q: 3 clusters Score -50423 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -50434.605469 Penalty: 2948.928711
	Iteration 5Q: 3 clusters Score -50434.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -50472.109375 Penalty: 2948.928711
	Iteration 6Q: 3 clusters Score -50472.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -50472.109375 Penalty: 2948.928711
	Iteration 7F: 3 clusters Score -50472.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 52553 members 
Mstep: Class 3 contains 5280 members 
Mstep: Class 4 contains 27249 members 
Mstep: Class 5 contains 8286 members 
Mstep: Class 6 contains 4490 members 
Mstep: Class 7 contains 26582 members 
Mstep: Class 8 contains 749 members 
Mstep: Class 9 contains 10973 members 
Mstep: Class 10 contains 3040 members 
Mstep: Class 11 contains 37309 members 
Mstep: Class 12 contains 23336 members 
Mstep: Class 13 contains 215708 members 
Mstep: Class 14 contains 40995 members 
Mstep: Class 15 contains 688 members 
Mstep: Class 16 contains 29095 members 
Mstep: Class 17 contains 9366 members 
Mstep: Class 18 contains 14308 members 
Mstep: Class 19 contains 61584 members 
Mstep: Class 20 contains 10998 members 
Mstep: Class 21 contains 16567 members 
Mstep: Class 22 contains 2993 members 
Mstep: Class 23 contains 2570 members 
Mstep: Class 24 contains 18665 members 
Mstep: Class 25 contains 2068 members 
Mstep: Class 26 contains 22288 members 
Mstep: Class 27 contains 6174 members 
Mstep: Class 28 contains 4145 members 
Mstep: Class 29 contains 37122 members 
Mstep: Class 30 contains 4527 members 
Mstep: Class 31 contains 481 members 
Mstep: Class 32 contains 231 members 
Mstep: Class 33 contains 38551 members 
Mstep: Class 34 contains 605 members 
Mstep: Class 35 contains 8732 members 
Mstep: Class 36 contains 2453 members 
Mstep: Class 37 contains 164248 members 
Mstep: Class 38 contains 8339 members 
Mstep: Class 39 contains 4265 members 
Mstep: Class 40 contains 5324 members 
Mstep: Class 41 contains 2913 members 
Mstep: Class 42 contains 3709 members 
Mstep: Class 43 contains 550 members 
Mstep: Class 44 contains 3468 members 
Mstep: Class 45 contains 1907 members 
Mstep: Class 46 contains 391 members 
Mstep: Class 47 contains 5100 members 
Mstep: Class 48 contains 1825 members 
Mstep: Class 49 contains 4225 members 
Mstep: Class 50 contains 6309 members 
Mstep: Class 51 contains 175504 members 
Mstep: Class 52 contains 340 members 
Mstep: Class 53 contains 208 members 
Mstep: Class 54 contains 355 members 
Mstep: Class 55 contains 4301 members 
Mstep: Class 56 contains 2518 members 
Mstep: Class 57 contains 179 members 
Mstep: Class 58 contains 10459 members 
Mstep: Class 59 contains 656 members 
Mstep: Class 60 contains 17851 members 
Mstep: Class 61 contains 255 members 
Mstep: Class 62 contains 1211 members 
Mstep: Class 63 contains 438 members 
Mstep: Class 64 contains 344 members 
Mstep: Class 65 contains 613 members 
Mstep: Class 66 contains 1911 members 
Mstep: Class 67 contains 187 members 
Mstep: Class 68 contains 327 members 
Mstep: Class 69 contains 164 members 
Mstep: Class 70 contains 306 members 
Mstep: Class 71 contains 2351 members 
Mstep: Class 72 contains 443 members 
Mstep: Class 73 contains 379 members 
Mstep: Class 74 contains 226 members 
Mstep: Class 75 contains 506 members 
Mstep: Class 76 contains 228 members 
Mstep: Class 77 contains 397 members 
Mstep: Class 78 contains 491 members 
Mstep: Class 79 contains 1161 members 
Mstep: Class 80 contains 151 members 
Entering Unmasked Estep 
Score: -147552464.000000 Penalty: 277521.750000
Splitting cluster 32 changes total score from -147553632.000000 to -147552464.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 33 (38551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38551 members 
Entering Unmasked Estep 
Score: -4884250.000000 Penalty: 2618.814941
	Iteration 0F: 2 clusters Score -4884250 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19316 members 
Mstep: Class 2 contains 19235 members 
Entering Unmasked Estep 
Score: -4858192.000000 Penalty: 5237.629883
	Iteration 0F: 3 clusters Score -4858192 nChanged 17557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19701 members 
Mstep: Class 2 contains 18850 members 
Entering Unmasked Estep 
Score: -4867673.000000 Penalty: 5237.629883
	Iteration 1F: 3 clusters Score -4867673 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19927 members 
Mstep: Class 2 contains 18624 members 
Entering Unmasked Estep 
Score: -4868096.500000 Penalty: 5237.629883
	Iteration 2Q: 3 clusters Score -4868096 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20270 members 
Mstep: Class 2 contains 18281 members 
Entering Unmasked Estep 
Score: -4868467.500000 Penalty: 5237.629883
	Iteration 3Q: 3 clusters Score -4868468 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20729 members 
Mstep: Class 2 contains 17822 members 
Entering Unmasked Estep 
Score: -4868833.000000 Penalty: 5237.629883
	Iteration 4Q: 3 clusters Score -4868833 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21365 members 
Mstep: Class 2 contains 17186 members 
Entering Unmasked Estep 
Score: -4869219.000000 Penalty: 5237.629883
	Iteration 5Q: 3 clusters Score -4869219 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22233 members 
Mstep: Class 2 contains 16318 members 
Entering Unmasked Estep 
Score: -4869634.000000 Penalty: 5237.629883
	Iteration 6Q: 3 clusters Score -4869634 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23446 members 
Mstep: Class 2 contains 15105 members 
Entering Unmasked Estep 
Score: -4870262.000000 Penalty: 5237.629883
	Iteration 7Q: 3 clusters Score -4870262 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25081 members 
Mstep: Class 2 contains 13470 members 
Entering Unmasked Estep 
Score: -4871239.500000 Penalty: 5237.629883
	Iteration 8Q: 3 clusters Score -4871240 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27197 members 
Mstep: Class 2 contains 11354 members 
Entering Unmasked Estep 
Score: -4872706.000000 Penalty: 5237.629883
	Iteration 9F: 3 clusters Score -4872706 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29658 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -4874683.000000 Penalty: 5237.629883
	Iteration 10F: 3 clusters Score -4874683 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32167 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -4876851.000000 Penalty: 5237.629883
	Iteration 11F: 3 clusters Score -4876851 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34273 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -4878822.000000 Penalty: 5237.629883
	Iteration 12F: 3 clusters Score -4878822 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35738 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -4880303.000000 Penalty: 5237.629883
	Iteration 13Q: 3 clusters Score -4880303 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36521 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -4881127.500000 Penalty: 5237.629883
	Iteration 14Q: 3 clusters Score -4881128 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36905 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -4881586.000000 Penalty: 5237.629883
	Iteration 15Q: 3 clusters Score -4881586 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37105 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -4881850.000000 Penalty: 5237.629883
	Iteration 16Q: 3 clusters Score -4881850 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37199 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -4881981.000000 Penalty: 5237.629883
	Iteration 17Q: 3 clusters Score -4881981 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37249 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -4882060.000000 Penalty: 5237.629883
	Iteration 18Q: 3 clusters Score -4882060 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37281 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -4882118.500000 Penalty: 5237.629883
	Iteration 19Q: 3 clusters Score -4882118 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37317 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -4882160.000000 Penalty: 5237.629883
	Iteration 20F: 3 clusters Score -4882160 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37338 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -4882174.000000 Penalty: 5237.629883
	Iteration 21Q: 3 clusters Score -4882174 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37363 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -4882192.000000 Penalty: 5237.629883
	Iteration 22Q: 3 clusters Score -4882192 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37389 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -4882208.500000 Penalty: 5237.629883
	Iteration 23Q: 3 clusters Score -4882208 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37407 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -4882227.500000 Penalty: 5237.629883
	Iteration 24Q: 3 clusters Score -4882228 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37414 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -4882236.500000 Penalty: 5237.629883
	Iteration 25Q: 3 clusters Score -4882236 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37419 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -4882240.500000 Penalty: 5237.629883
	Iteration 26Q: 3 clusters Score -4882240 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37424 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -4882239.000000 Penalty: 5237.629883
	Iteration 27Q: 3 clusters Score -4882239 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37425 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -4882253.500000 Penalty: 5237.629883
	Iteration 28Q: 3 clusters Score -4882254 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37423 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -4882253.000000 Penalty: 5237.629883
	Iteration 29Q: 3 clusters Score -4882253 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37423 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -4882259.500000 Penalty: 5237.629883
	Iteration 30Q: 3 clusters Score -4882260 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37425 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -4882257.000000 Penalty: 5237.629883
	Iteration 31Q: 3 clusters Score -4882257 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37425 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -4882259.500000 Penalty: 5237.629883
	Iteration 32Q: 3 clusters Score -4882260 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37426 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -4882257.500000 Penalty: 5237.629883
	Iteration 33Q: 3 clusters Score -4882258 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37425 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -4882260.500000 Penalty: 5237.629883
	Iteration 34Q: 3 clusters Score -4882260 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37425 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -4882260.500000 Penalty: 5237.629883
	Iteration 35F: 3 clusters Score -4882260 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Entering Unmasked Estep 
Score: -85244.648438 Penalty: 1588.496704
	Iteration 0F: 2 clusters Score -85244.65 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 287 members 
Entering Unmasked Estep 
Score: -83735.171875 Penalty: 3176.993408
	Iteration 0F: 3 clusters Score -83735.17 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -84333.492188 Penalty: 3176.993408
	Iteration 1F: 3 clusters Score -84333.49 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -85417.789062 Penalty: 3176.993408
	Iteration 2F: 3 clusters Score -85417.79 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -85849.335938 Penalty: 3176.993408
	Iteration 3F: 3 clusters Score -85849.34 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -86129.734375 Penalty: 3176.993408
	Iteration 4F: 3 clusters Score -86129.73 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -86205.671875 Penalty: 3176.993408
	Iteration 5Q: 3 clusters Score -86205.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -86233.125000 Penalty: 3176.993408
	Iteration 6Q: 3 clusters Score -86233.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -86261.375000 Penalty: 3176.993408
	Iteration 7Q: 3 clusters Score -86261.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -86279.414062 Penalty: 3176.993408
	Iteration 8Q: 3 clusters Score -86279.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -86303.445312 Penalty: 3176.993408
	Iteration 9Q: 3 clusters Score -86303.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -86304.085938 Penalty: 3176.993408
	Iteration 10Q: 3 clusters Score -86304.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -86309.765625 Penalty: 3176.993408
	Iteration 11F: 3 clusters Score -86309.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -86350.625000 Penalty: 3176.993408
	Iteration 12Q: 3 clusters Score -86350.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -86406.945312 Penalty: 3176.993408
	Iteration 13Q: 3 clusters Score -86406.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -86526.835938 Penalty: 3176.993408
	Iteration 14Q: 3 clusters Score -86526.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -86674.703125 Penalty: 3176.993408
	Iteration 15Q: 3 clusters Score -86674.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -86679.976562 Penalty: 3176.993408
	Iteration 16F: 3 clusters Score -86679.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -86686.593750 Penalty: 3176.993408
	Iteration 17Q: 3 clusters Score -86686.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -86686.593750 Penalty: 3176.993408
	Iteration 18F: 3 clusters Score -86686.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 52553 members 
Mstep: Class 3 contains 5280 members 
Mstep: Class 4 contains 27249 members 
Mstep: Class 5 contains 8286 members 
Mstep: Class 6 contains 4490 members 
Mstep: Class 7 contains 26582 members 
Mstep: Class 8 contains 749 members 
Mstep: Class 9 contains 10973 members 
Mstep: Class 10 contains 3040 members 
Mstep: Class 11 contains 37309 members 
Mstep: Class 12 contains 23336 members 
Mstep: Class 13 contains 215708 members 
Mstep: Class 14 contains 40995 members 
Mstep: Class 15 contains 688 members 
Mstep: Class 16 contains 29095 members 
Mstep: Class 17 contains 9366 members 
Mstep: Class 18 contains 14308 members 
Mstep: Class 19 contains 61584 members 
Mstep: Class 20 contains 10998 members 
Mstep: Class 21 contains 16567 members 
Mstep: Class 22 contains 2993 members 
Mstep: Class 23 contains 2570 members 
Mstep: Class 24 contains 18665 members 
Mstep: Class 25 contains 2068 members 
Mstep: Class 26 contains 22288 members 
Mstep: Class 27 contains 6174 members 
Mstep: Class 28 contains 4145 members 
Mstep: Class 29 contains 37122 members 
Mstep: Class 30 contains 4527 members 
Mstep: Class 31 contains 481 members 
Mstep: Class 32 contains 382 members 
Mstep: Class 33 contains 38551 members 
Mstep: Class 34 contains 377 members 
Mstep: Class 35 contains 8732 members 
Mstep: Class 36 contains 2453 members 
Mstep: Class 37 contains 164248 members 
Mstep: Class 38 contains 8339 members 
Mstep: Class 39 contains 4265 members 
Mstep: Class 40 contains 5324 members 
Mstep: Class 41 contains 2913 members 
Mstep: Class 42 contains 3709 members 
Mstep: Class 43 contains 550 members 
Mstep: Class 44 contains 3468 members 
Mstep: Class 45 contains 1907 members 
Mstep: Class 46 contains 391 members 
Mstep: Class 47 contains 5100 members 
Mstep: Class 48 contains 1825 members 
Mstep: Class 49 contains 4225 members 
Mstep: Class 50 contains 6309 members 
Mstep: Class 51 contains 175504 members 
Mstep: Class 52 contains 340 members 
Mstep: Class 53 contains 208 members 
Mstep: Class 54 contains 355 members 
Mstep: Class 55 contains 4301 members 
Mstep: Class 56 contains 2518 members 
Mstep: Class 57 contains 179 members 
Mstep: Class 58 contains 10459 members 
Mstep: Class 59 contains 656 members 
Mstep: Class 60 contains 17851 members 
Mstep: Class 61 contains 255 members 
Mstep: Class 62 contains 1211 members 
Mstep: Class 63 contains 438 members 
Mstep: Class 64 contains 344 members 
Mstep: Class 65 contains 613 members 
Mstep: Class 66 contains 1911 members 
Mstep: Class 67 contains 187 members 
Mstep: Class 68 contains 327 members 
Mstep: Class 69 contains 164 members 
Mstep: Class 70 contains 306 members 
Mstep: Class 71 contains 2351 members 
Mstep: Class 72 contains 443 members 
Mstep: Class 73 contains 379 members 
Mstep: Class 74 contains 226 members 
Mstep: Class 75 contains 506 members 
Mstep: Class 76 contains 228 members 
Mstep: Class 77 contains 397 members 
Mstep: Class 78 contains 491 members 
Mstep: Class 79 contains 1161 members 
Mstep: Class 80 contains 228 members 
Entering Unmasked Estep 
Score: -147553360.000000 Penalty: 277521.750000
Splitting cluster 34 changes total score from -147553632.000000 to -147553360.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 35 (8732 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Entering Unmasked Estep 
Score: -1097606.750000 Penalty: 2250.538086
	Iteration 0F: 2 clusters Score -1097607 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -1090779.875000 Penalty: 4501.076172
	Iteration 0F: 3 clusters Score -1090780 nChanged 3544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -1092704.125000 Penalty: 4501.076172
	Iteration 1F: 3 clusters Score -1092704 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -1093051.750000 Penalty: 4501.076172
	Iteration 2F: 3 clusters Score -1093052 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -1093338.625000 Penalty: 4501.076172
	Iteration 3F: 3 clusters Score -1093339 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -1093562.625000 Penalty: 4501.076172
	Iteration 4Q: 3 clusters Score -1093563 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -1093739.875000 Penalty: 4501.076172
	Iteration 5Q: 3 clusters Score -1093740 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -1093909.125000 Penalty: 4501.076172
	Iteration 6Q: 3 clusters Score -1093909 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -1094059.875000 Penalty: 4501.076172
	Iteration 7Q: 3 clusters Score -1094060 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -1094207.125000 Penalty: 4501.076172
	Iteration 8Q: 3 clusters Score -1094207 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -1094383.250000 Penalty: 4501.076172
	Iteration 9Q: 3 clusters Score -1094383 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -1094572.250000 Penalty: 4501.076172
	Iteration 10Q: 3 clusters Score -1094572 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -1094725.750000 Penalty: 4501.076172
	Iteration 11Q: 3 clusters Score -1094726 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -1094865.500000 Penalty: 4501.076172
	Iteration 12Q: 3 clusters Score -1094866 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -1094991.500000 Penalty: 4501.076172
	Iteration 13Q: 3 clusters Score -1094992 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -1095086.250000 Penalty: 4501.076172
	Iteration 14Q: 3 clusters Score -1095086 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -1095164.125000 Penalty: 4501.076172
	Iteration 15Q: 3 clusters Score -1095164 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -1095226.375000 Penalty: 4501.076172
	Iteration 16Q: 3 clusters Score -1095226 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -1095259.500000 Penalty: 4501.076172
	Iteration 17Q: 3 clusters Score -1095260 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -1095282.375000 Penalty: 4501.076172
	Iteration 18Q: 3 clusters Score -1095282 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -1095298.875000 Penalty: 4501.076172
	Iteration 19Q: 3 clusters Score -1095299 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -1095315.250000 Penalty: 4501.076172
	Iteration 20F: 3 clusters Score -1095315 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -1095328.875000 Penalty: 4501.076172
	Iteration 21Q: 3 clusters Score -1095329 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -1095341.125000 Penalty: 4501.076172
	Iteration 22Q: 3 clusters Score -1095341 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -1095354.750000 Penalty: 4501.076172
	Iteration 23Q: 3 clusters Score -1095355 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -1095370.750000 Penalty: 4501.076172
	Iteration 24Q: 3 clusters Score -1095371 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -1095378.625000 Penalty: 4501.076172
	Iteration 25Q: 3 clusters Score -1095379 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -1095393.375000 Penalty: 4501.076172
	Iteration 26Q: 3 clusters Score -1095393 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -1095400.125000 Penalty: 4501.076172
	Iteration 27Q: 3 clusters Score -1095400 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -1095413.750000 Penalty: 4501.076172
	Iteration 28Q: 3 clusters Score -1095414 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -1095426.375000 Penalty: 4501.076172
	Iteration 29Q: 3 clusters Score -1095426 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -1095428.500000 Penalty: 4501.076172
	Iteration 30Q: 3 clusters Score -1095428 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -1095436.375000 Penalty: 4501.076172
	Iteration 31Q: 3 clusters Score -1095436 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -1095443.500000 Penalty: 4501.076172
	Iteration 32Q: 3 clusters Score -1095444 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -1095455.000000 Penalty: 4501.076172
	Iteration 33Q: 3 clusters Score -1095455 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -1095464.625000 Penalty: 4501.076172
	Iteration 34Q: 3 clusters Score -1095465 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -1095468.625000 Penalty: 4501.076172
	Iteration 35Q: 3 clusters Score -1095469 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -1095474.750000 Penalty: 4501.076172
	Iteration 36Q: 3 clusters Score -1095475 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -1095477.000000 Penalty: 4501.076172
	Iteration 37Q: 3 clusters Score -1095477 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -1095486.875000 Penalty: 4501.076172
	Iteration 38Q: 3 clusters Score -1095487 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -1095491.875000 Penalty: 4501.076172
	Iteration 39Q: 3 clusters Score -1095492 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -1095494.000000 Penalty: 4501.076172
	Iteration 40F: 3 clusters Score -1095494 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -1095497.875000 Penalty: 4501.076172
	Iteration 41Q: 3 clusters Score -1095498 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -1095499.375000 Penalty: 4501.076172
	Iteration 42Q: 3 clusters Score -1095499 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -1095499.250000 Penalty: 4501.076172
	Iteration 43Q: 3 clusters Score -1095499 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -1095501.625000 Penalty: 4501.076172
	Iteration 44Q: 3 clusters Score -1095502 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -1095504.875000 Penalty: 4501.076172
	Iteration 45Q: 3 clusters Score -1095505 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -1095506.375000 Penalty: 4501.076172
	Iteration 46Q: 3 clusters Score -1095506 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -1095506.250000 Penalty: 4501.076172
	Iteration 47Q: 3 clusters Score -1095506 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -1095510.125000 Penalty: 4501.076172
	Iteration 48Q: 3 clusters Score -1095510 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -1095516.125000 Penalty: 4501.076172
	Iteration 49Q: 3 clusters Score -1095516 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -1095523.500000 Penalty: 4501.076172
	Iteration 50Q: 3 clusters Score -1095524 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -1095529.125000 Penalty: 4501.076172
	Iteration 51Q: 3 clusters Score -1095529 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -1095534.500000 Penalty: 4501.076172
	Iteration 52Q: 3 clusters Score -1095534 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -1095546.375000 Penalty: 4501.076172
	Iteration 53Q: 3 clusters Score -1095546 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -1095567.125000 Penalty: 4501.076172
	Iteration 54Q: 3 clusters Score -1095567 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -1095596.125000 Penalty: 4501.076172
	Iteration 55Q: 3 clusters Score -1095596 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -1095621.375000 Penalty: 4501.076172
	Iteration 56Q: 3 clusters Score -1095621 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -1095657.750000 Penalty: 4501.076172
	Iteration 57Q: 3 clusters Score -1095658 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -1095700.625000 Penalty: 4501.076172
	Iteration 58Q: 3 clusters Score -1095701 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -1095748.875000 Penalty: 4501.076172
	Iteration 59Q: 3 clusters Score -1095749 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -1095805.375000 Penalty: 4501.076172
	Iteration 60F: 3 clusters Score -1095805 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -1095849.875000 Penalty: 4501.076172
	Iteration 61Q: 3 clusters Score -1095850 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -1095884.875000 Penalty: 4501.076172
	Iteration 62Q: 3 clusters Score -1095885 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -1095909.125000 Penalty: 4501.076172
	Iteration 63Q: 3 clusters Score -1095909 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -1095922.500000 Penalty: 4501.076172
	Iteration 64Q: 3 clusters Score -1095922 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -1095934.625000 Penalty: 4501.076172
	Iteration 65Q: 3 clusters Score -1095935 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -1095939.125000 Penalty: 4501.076172
	Iteration 66Q: 3 clusters Score -1095939 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -1095943.000000 Penalty: 4501.076172
	Iteration 67Q: 3 clusters Score -1095943 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -1095944.750000 Penalty: 4501.076172
	Iteration 68Q: 3 clusters Score -1095945 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -1095947.375000 Penalty: 4501.076172
	Iteration 69Q: 3 clusters Score -1095947 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -1095949.625000 Penalty: 4501.076172
	Iteration 70Q: 3 clusters Score -1095950 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -1095952.000000 Penalty: 4501.076172
	Iteration 71Q: 3 clusters Score -1095952 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -1095951.500000 Penalty: 4501.076172
	Iteration 72Q: 3 clusters Score -1095952 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -1095951.375000 Penalty: 4501.076172
	Iteration 73Q: 3 clusters Score -1095951 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -1095951.375000 Penalty: 4501.076172
	Iteration 74F: 3 clusters Score -1095951 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (2453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Entering Unmasked Estep 
Score: -305954.343750 Penalty: 1935.656616
	Iteration 0F: 2 clusters Score -305954.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -303037.843750 Penalty: 3871.313232
	Iteration 0F: 3 clusters Score -303037.8 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -303595.875000 Penalty: 3871.313232
	Iteration 1F: 3 clusters Score -303595.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -303741.937500 Penalty: 3871.313232
	Iteration 2F: 3 clusters Score -303741.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -303818.468750 Penalty: 3871.313232
	Iteration 3Q: 3 clusters Score -303818.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -303863.125000 Penalty: 3871.313232
	Iteration 4Q: 3 clusters Score -303863.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -303886.750000 Penalty: 3871.313232
	Iteration 5Q: 3 clusters Score -303886.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -303906.343750 Penalty: 3871.313232
	Iteration 6Q: 3 clusters Score -303906.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -303923.062500 Penalty: 3871.313232
	Iteration 7Q: 3 clusters Score -303923.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -303940.687500 Penalty: 3871.313232
	Iteration 8Q: 3 clusters Score -303940.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -303953.781250 Penalty: 3871.313232
	Iteration 9Q: 3 clusters Score -303953.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -303966.218750 Penalty: 3871.313232
	Iteration 10Q: 3 clusters Score -303966.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -303978.343750 Penalty: 3871.313232
	Iteration 11Q: 3 clusters Score -303978.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -303986.156250 Penalty: 3871.313232
	Iteration 12Q: 3 clusters Score -303986.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -303992.031250 Penalty: 3871.313232
	Iteration 13Q: 3 clusters Score -303992 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -303997.875000 Penalty: 3871.313232
	Iteration 14Q: 3 clusters Score -303997.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -304010.500000 Penalty: 3871.313232
	Iteration 15Q: 3 clusters Score -304010.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -304024.125000 Penalty: 3871.313232
	Iteration 16Q: 3 clusters Score -304024.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -304048.531250 Penalty: 3871.313232
	Iteration 17Q: 3 clusters Score -304048.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -304073.812500 Penalty: 3871.313232
	Iteration 18Q: 3 clusters Score -304073.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -304102.656250 Penalty: 3871.313232
	Iteration 19Q: 3 clusters Score -304102.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -304149.937500 Penalty: 3871.313232
	Iteration 20F: 3 clusters Score -304149.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -304213.937500 Penalty: 3871.313232
	Iteration 21Q: 3 clusters Score -304213.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -304290.406250 Penalty: 3871.313232
	Iteration 22Q: 3 clusters Score -304290.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -304372.187500 Penalty: 3871.313232
	Iteration 23Q: 3 clusters Score -304372.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -304472.312500 Penalty: 3871.313232
	Iteration 24Q: 3 clusters Score -304472.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -304609.593750 Penalty: 3871.313232
	Iteration 25Q: 3 clusters Score -304609.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -304757.531250 Penalty: 3871.313232
	Iteration 26Q: 3 clusters Score -304757.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -304868.843750 Penalty: 3871.313232
	Iteration 27Q: 3 clusters Score -304868.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -304945.156250 Penalty: 3871.313232
	Iteration 28Q: 3 clusters Score -304945.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -305019.375000 Penalty: 3871.313232
	Iteration 29Q: 3 clusters Score -305019.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -305079.187500 Penalty: 3871.313232
	Iteration 30Q: 3 clusters Score -305079.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -305121.187500 Penalty: 3871.313232
	Iteration 31Q: 3 clusters Score -305121.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -305152.281250 Penalty: 3871.313232
	Iteration 32Q: 3 clusters Score -305152.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -305174.593750 Penalty: 3871.313232
	Iteration 33Q: 3 clusters Score -305174.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -305193.531250 Penalty: 3871.313232
	Iteration 34Q: 3 clusters Score -305193.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -305210.937500 Penalty: 3871.313232
	Iteration 35Q: 3 clusters Score -305210.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -305223.687500 Penalty: 3871.313232
	Iteration 36Q: 3 clusters Score -305223.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -305235.718750 Penalty: 3871.313232
	Iteration 37Q: 3 clusters Score -305235.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -305241.875000 Penalty: 3871.313232
	Iteration 38Q: 3 clusters Score -305241.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -305245.281250 Penalty: 3871.313232
	Iteration 39Q: 3 clusters Score -305245.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -305249.125000 Penalty: 3871.313232
	Iteration 40F: 3 clusters Score -305249.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -305252.406250 Penalty: 3871.313232
	Iteration 41Q: 3 clusters Score -305252.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -305255.375000 Penalty: 3871.313232
	Iteration 42Q: 3 clusters Score -305255.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -305257.406250 Penalty: 3871.313232
	Iteration 43Q: 3 clusters Score -305257.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -305261.625000 Penalty: 3871.313232
	Iteration 44Q: 3 clusters Score -305261.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -305263.812500 Penalty: 3871.313232
	Iteration 45Q: 3 clusters Score -305263.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -305264.937500 Penalty: 3871.313232
	Iteration 46Q: 3 clusters Score -305264.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -305266.093750 Penalty: 3871.313232
	Iteration 47Q: 3 clusters Score -305266.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -305266.718750 Penalty: 3871.313232
	Iteration 48Q: 3 clusters Score -305266.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -305267.531250 Penalty: 3871.313232
	Iteration 49Q: 3 clusters Score -305267.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -305267.531250 Penalty: 3871.313232
	Iteration 50F: 3 clusters Score -305267.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (164248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164248 members 
Entering Unmasked Estep 
Score: -21037538.000000 Penalty: 2978.264893
	Iteration 0F: 2 clusters Score -2.103754e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82327 members 
Mstep: Class 2 contains 81921 members 
Entering Unmasked Estep 
Score: -20927414.000000 Penalty: 5956.529785
	Iteration 0F: 3 clusters Score -2.092741e+07 nChanged 78538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84503 members 
Mstep: Class 2 contains 79745 members 
Entering Unmasked Estep 
Score: -20972908.000000 Penalty: 5956.529785
	Iteration 1F: 3 clusters Score -2.097291e+07 nChanged 4448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85933 members 
Mstep: Class 2 contains 78315 members 
Entering Unmasked Estep 
Score: -20973866.000000 Penalty: 5956.529785
	Iteration 2Q: 3 clusters Score -2.097387e+07 nChanged 4600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88117 members 
Mstep: Class 2 contains 76131 members 
Entering Unmasked Estep 
Score: -20974934.000000 Penalty: 5956.529785
	Iteration 3Q: 3 clusters Score -2.097493e+07 nChanged 5077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91560 members 
Mstep: Class 2 contains 72688 members 
Entering Unmasked Estep 
Score: -20976476.000000 Penalty: 5956.529785
	Iteration 4Q: 3 clusters Score -2.097648e+07 nChanged 6113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96653 members 
Mstep: Class 2 contains 67595 members 
Entering Unmasked Estep 
Score: -20978528.000000 Penalty: 5956.529785
	Iteration 5Q: 3 clusters Score -2.097853e+07 nChanged 8013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104154 members 
Mstep: Class 2 contains 60094 members 
Entering Unmasked Estep 
Score: -20982182.000000 Penalty: 5956.529785
	Iteration 6Q: 3 clusters Score -2.098218e+07 nChanged 10779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114805 members 
Mstep: Class 2 contains 49443 members 
Entering Unmasked Estep 
Score: -20989296.000000 Penalty: 5956.529785
	Iteration 7F: 3 clusters Score -2.09893e+07 nChanged 13770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128543 members 
Mstep: Class 2 contains 35705 members 
Entering Unmasked Estep 
Score: -21000610.000000 Penalty: 5956.529785
	Iteration 8F: 3 clusters Score -2.100061e+07 nChanged 14450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142991 members 
Mstep: Class 2 contains 21257 members 
Entering Unmasked Estep 
Score: -21014462.000000 Penalty: 5956.529785
	Iteration 9F: 3 clusters Score -2.101446e+07 nChanged 11115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154106 members 
Mstep: Class 2 contains 10142 members 
Entering Unmasked Estep 
Score: -21025420.000000 Penalty: 5956.529785
	Iteration 10F: 3 clusters Score -2.102542e+07 nChanged 5992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160098 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -21031248.000000 Penalty: 5956.529785
	Iteration 11Q: 3 clusters Score -2.103125e+07 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162536 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -21033550.000000 Penalty: 5956.529785
	Iteration 12Q: 3 clusters Score -2.103355e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163348 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -21034360.000000 Penalty: 5956.529785
	Iteration 13Q: 3 clusters Score -2.103436e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163623 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -21034652.000000 Penalty: 5956.529785
	Iteration 14Q: 3 clusters Score -2.103465e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163718 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -21034788.000000 Penalty: 5956.529785
	Iteration 15Q: 3 clusters Score -2.103479e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163769 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -21034886.000000 Penalty: 5956.529785
	Iteration 16Q: 3 clusters Score -2.103489e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163796 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -21034940.000000 Penalty: 5956.529785
	Iteration 17Q: 3 clusters Score -2.103494e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163810 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -21034962.000000 Penalty: 5956.529785
	Iteration 18Q: 3 clusters Score -2.103496e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163818 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -21035010.000000 Penalty: 5956.529785
	Iteration 19Q: 3 clusters Score -2.103501e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163827 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -21035042.000000 Penalty: 5956.529785
	Iteration 20F: 3 clusters Score -2.103504e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163831 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -21035046.000000 Penalty: 5956.529785
	Iteration 21Q: 3 clusters Score -2.103505e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163838 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -21035064.000000 Penalty: 5956.529785
	Iteration 22Q: 3 clusters Score -2.103506e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163842 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -21035064.000000 Penalty: 5956.529785
	Iteration 23Q: 3 clusters Score -2.103506e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163847 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -21035088.000000 Penalty: 5956.529785
	Iteration 24Q: 3 clusters Score -2.103509e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163846 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -21035084.000000 Penalty: 5956.529785
	Iteration 25Q: 3 clusters Score -2.103508e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163841 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -21035084.000000 Penalty: 5956.529785
	Iteration 26Q: 3 clusters Score -2.103508e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163843 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -21035086.000000 Penalty: 5956.529785
	Iteration 27Q: 3 clusters Score -2.103509e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163843 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -21035096.000000 Penalty: 5956.529785
	Iteration 28Q: 3 clusters Score -2.10351e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163845 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -21035098.000000 Penalty: 5956.529785
	Iteration 29Q: 3 clusters Score -2.10351e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163847 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -21035096.000000 Penalty: 5956.529785
	Iteration 30Q: 3 clusters Score -2.10351e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163847 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -21035100.000000 Penalty: 5956.529785
	Iteration 31Q: 3 clusters Score -2.10351e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163846 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -21035096.000000 Penalty: 5956.529785
	Iteration 32Q: 3 clusters Score -2.10351e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163845 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -21035092.000000 Penalty: 5956.529785
	Iteration 33Q: 3 clusters Score -2.103509e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163845 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -21035092.000000 Penalty: 5956.529785
	Iteration 34F: 3 clusters Score -2.103509e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (8339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Entering Unmasked Estep 
Score: -1057682.875000 Penalty: 2239.117432
	Iteration 0F: 2 clusters Score -1057683 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -1051152.750000 Penalty: 4478.234863
	Iteration 0F: 3 clusters Score -1051153 nChanged 3321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -1052907.000000 Penalty: 4478.234863
	Iteration 1F: 3 clusters Score -1052907 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -1053196.125000 Penalty: 4478.234863
	Iteration 2F: 3 clusters Score -1053196 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -1053375.250000 Penalty: 4478.234863
	Iteration 3F: 3 clusters Score -1053375 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -1053504.000000 Penalty: 4478.234863
	Iteration 4Q: 3 clusters Score -1053504 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -1053584.250000 Penalty: 4478.234863
	Iteration 5Q: 3 clusters Score -1053584 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -1053643.375000 Penalty: 4478.234863
	Iteration 6Q: 3 clusters Score -1053643 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -1053685.000000 Penalty: 4478.234863
	Iteration 7Q: 3 clusters Score -1053685 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -1053721.875000 Penalty: 4478.234863
	Iteration 8Q: 3 clusters Score -1053722 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -1053754.500000 Penalty: 4478.234863
	Iteration 9Q: 3 clusters Score -1053754 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -1053780.750000 Penalty: 4478.234863
	Iteration 10Q: 3 clusters Score -1053781 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -1053813.375000 Penalty: 4478.234863
	Iteration 11Q: 3 clusters Score -1053813 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -1053843.500000 Penalty: 4478.234863
	Iteration 12Q: 3 clusters Score -1053844 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -1053876.875000 Penalty: 4478.234863
	Iteration 13Q: 3 clusters Score -1053877 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -1053916.875000 Penalty: 4478.234863
	Iteration 14Q: 3 clusters Score -1053917 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -1053953.875000 Penalty: 4478.234863
	Iteration 15Q: 3 clusters Score -1053954 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -1053983.625000 Penalty: 4478.234863
	Iteration 16Q: 3 clusters Score -1053984 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -1054009.625000 Penalty: 4478.234863
	Iteration 17Q: 3 clusters Score -1054010 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -1054037.125000 Penalty: 4478.234863
	Iteration 18Q: 3 clusters Score -1054037 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -1054066.500000 Penalty: 4478.234863
	Iteration 19Q: 3 clusters Score -1054066 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -1054090.750000 Penalty: 4478.234863
	Iteration 20F: 3 clusters Score -1054091 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -1054122.000000 Penalty: 4478.234863
	Iteration 21Q: 3 clusters Score -1054122 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -1054159.500000 Penalty: 4478.234863
	Iteration 22Q: 3 clusters Score -1054160 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -1054199.750000 Penalty: 4478.234863
	Iteration 23Q: 3 clusters Score -1054200 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -1054240.375000 Penalty: 4478.234863
	Iteration 24Q: 3 clusters Score -1054240 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -1054286.875000 Penalty: 4478.234863
	Iteration 25Q: 3 clusters Score -1054287 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -1054342.375000 Penalty: 4478.234863
	Iteration 26Q: 3 clusters Score -1054342 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -1054415.875000 Penalty: 4478.234863
	Iteration 27Q: 3 clusters Score -1054416 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -1054499.125000 Penalty: 4478.234863
	Iteration 28Q: 3 clusters Score -1054499 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -1054572.500000 Penalty: 4478.234863
	Iteration 29Q: 3 clusters Score -1054572 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -1054664.750000 Penalty: 4478.234863
	Iteration 30Q: 3 clusters Score -1054665 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -1054745.250000 Penalty: 4478.234863
	Iteration 31Q: 3 clusters Score -1054745 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -1054820.000000 Penalty: 4478.234863
	Iteration 32Q: 3 clusters Score -1054820 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -1054893.125000 Penalty: 4478.234863
	Iteration 33Q: 3 clusters Score -1054893 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -1054968.125000 Penalty: 4478.234863
	Iteration 34Q: 3 clusters Score -1054968 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -1055048.000000 Penalty: 4478.234863
	Iteration 35Q: 3 clusters Score -1055048 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -1055122.250000 Penalty: 4478.234863
	Iteration 36Q: 3 clusters Score -1055122 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -1055186.375000 Penalty: 4478.234863
	Iteration 37Q: 3 clusters Score -1055186 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -1055249.375000 Penalty: 4478.234863
	Iteration 38Q: 3 clusters Score -1055249 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -1055307.500000 Penalty: 4478.234863
	Iteration 39Q: 3 clusters Score -1055308 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -1055344.625000 Penalty: 4478.234863
	Iteration 40F: 3 clusters Score -1055345 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -1055382.500000 Penalty: 4478.234863
	Iteration 41Q: 3 clusters Score -1055382 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -1055418.375000 Penalty: 4478.234863
	Iteration 42Q: 3 clusters Score -1055418 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -1055443.375000 Penalty: 4478.234863
	Iteration 43Q: 3 clusters Score -1055443 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -1055468.375000 Penalty: 4478.234863
	Iteration 44Q: 3 clusters Score -1055468 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -1055490.000000 Penalty: 4478.234863
	Iteration 45Q: 3 clusters Score -1055490 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -1055516.250000 Penalty: 4478.234863
	Iteration 46Q: 3 clusters Score -1055516 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -1055539.125000 Penalty: 4478.234863
	Iteration 47Q: 3 clusters Score -1055539 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -1055568.000000 Penalty: 4478.234863
	Iteration 48Q: 3 clusters Score -1055568 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -1055596.250000 Penalty: 4478.234863
	Iteration 49Q: 3 clusters Score -1055596 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -1055622.250000 Penalty: 4478.234863
	Iteration 50Q: 3 clusters Score -1055622 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -1055650.625000 Penalty: 4478.234863
	Iteration 51Q: 3 clusters Score -1055651 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -1055668.250000 Penalty: 4478.234863
	Iteration 52Q: 3 clusters Score -1055668 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -1055682.000000 Penalty: 4478.234863
	Iteration 53Q: 3 clusters Score -1055682 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -1055690.625000 Penalty: 4478.234863
	Iteration 54Q: 3 clusters Score -1055691 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -1055705.750000 Penalty: 4478.234863
	Iteration 55Q: 3 clusters Score -1055706 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -1055715.625000 Penalty: 4478.234863
	Iteration 56Q: 3 clusters Score -1055716 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -1055721.250000 Penalty: 4478.234863
	Iteration 57Q: 3 clusters Score -1055721 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -1055724.375000 Penalty: 4478.234863
	Iteration 58Q: 3 clusters Score -1055724 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -1055727.750000 Penalty: 4478.234863
	Iteration 59Q: 3 clusters Score -1055728 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -1055740.000000 Penalty: 4478.234863
	Iteration 60F: 3 clusters Score -1055740 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -1055749.250000 Penalty: 4478.234863
	Iteration 61Q: 3 clusters Score -1055749 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -1055748.750000 Penalty: 4478.234863
	Iteration 62Q: 3 clusters Score -1055749 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -1055754.750000 Penalty: 4478.234863
	Iteration 63Q: 3 clusters Score -1055755 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -1055764.750000 Penalty: 4478.234863
	Iteration 64Q: 3 clusters Score -1055765 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -1055771.000000 Penalty: 4478.234863
	Iteration 65Q: 3 clusters Score -1055771 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -1055779.375000 Penalty: 4478.234863
	Iteration 66Q: 3 clusters Score -1055779 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -1055781.125000 Penalty: 4478.234863
	Iteration 67Q: 3 clusters Score -1055781 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -1055783.000000 Penalty: 4478.234863
	Iteration 68Q: 3 clusters Score -1055783 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -1055782.250000 Penalty: 4478.234863
	Iteration 69Q: 3 clusters Score -1055782 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -1055786.875000 Penalty: 4478.234863
	Iteration 70Q: 3 clusters Score -1055787 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -1055790.500000 Penalty: 4478.234863
	Iteration 71Q: 3 clusters Score -1055790 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -1055793.625000 Penalty: 4478.234863
	Iteration 72Q: 3 clusters Score -1055794 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -1055793.000000 Penalty: 4478.234863
	Iteration 73Q: 3 clusters Score -1055793 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -1055793.000000 Penalty: 4478.234863
	Iteration 74F: 3 clusters Score -1055793 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (4265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Entering Unmasked Estep 
Score: -521361.375000 Penalty: 2072.833008
	Iteration 0F: 2 clusters Score -521361.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -517287.000000 Penalty: 4145.666016
	Iteration 0F: 3 clusters Score -517287 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -518223.656250 Penalty: 4145.666016
	Iteration 1F: 3 clusters Score -518223.7 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -518412.906250 Penalty: 4145.666016
	Iteration 2F: 3 clusters Score -518412.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -518527.375000 Penalty: 4145.666016
	Iteration 3Q: 3 clusters Score -518527.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -518609.250000 Penalty: 4145.666016
	Iteration 4Q: 3 clusters Score -518609.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -518685.875000 Penalty: 4145.666016
	Iteration 5Q: 3 clusters Score -518685.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -518753.093750 Penalty: 4145.666016
	Iteration 6Q: 3 clusters Score -518753.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -518818.875000 Penalty: 4145.666016
	Iteration 7Q: 3 clusters Score -518818.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -518899.968750 Penalty: 4145.666016
	Iteration 8Q: 3 clusters Score -518900 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -518973.468750 Penalty: 4145.666016
	Iteration 9Q: 3 clusters Score -518973.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -519040.031250 Penalty: 4145.666016
	Iteration 10Q: 3 clusters Score -519040 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -519097.437500 Penalty: 4145.666016
	Iteration 11Q: 3 clusters Score -519097.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -519152.968750 Penalty: 4145.666016
	Iteration 12Q: 3 clusters Score -519153 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -519214.375000 Penalty: 4145.666016
	Iteration 13Q: 3 clusters Score -519214.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -519276.687500 Penalty: 4145.666016
	Iteration 14Q: 3 clusters Score -519276.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -519323.531250 Penalty: 4145.666016
	Iteration 15Q: 3 clusters Score -519323.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -519363.812500 Penalty: 4145.666016
	Iteration 16Q: 3 clusters Score -519363.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -519402.906250 Penalty: 4145.666016
	Iteration 17Q: 3 clusters Score -519402.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -519431.375000 Penalty: 4145.666016
	Iteration 18Q: 3 clusters Score -519431.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -519455.500000 Penalty: 4145.666016
	Iteration 19Q: 3 clusters Score -519455.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -519469.562500 Penalty: 4145.666016
	Iteration 20F: 3 clusters Score -519469.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -519481.125000 Penalty: 4145.666016
	Iteration 21Q: 3 clusters Score -519481.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -519490.937500 Penalty: 4145.666016
	Iteration 22Q: 3 clusters Score -519490.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -519503.937500 Penalty: 4145.666016
	Iteration 23Q: 3 clusters Score -519503.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -519515.000000 Penalty: 4145.666016
	Iteration 24Q: 3 clusters Score -519515 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -519521.843750 Penalty: 4145.666016
	Iteration 25Q: 3 clusters Score -519521.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -519526.000000 Penalty: 4145.666016
	Iteration 26Q: 3 clusters Score -519526 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -519529.031250 Penalty: 4145.666016
	Iteration 27Q: 3 clusters Score -519529 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -519533.187500 Penalty: 4145.666016
	Iteration 28Q: 3 clusters Score -519533.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -519536.750000 Penalty: 4145.666016
	Iteration 29Q: 3 clusters Score -519536.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -519540.187500 Penalty: 4145.666016
	Iteration 30Q: 3 clusters Score -519540.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -519543.218750 Penalty: 4145.666016
	Iteration 31Q: 3 clusters Score -519543.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -519545.062500 Penalty: 4145.666016
	Iteration 32Q: 3 clusters Score -519545.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -519548.593750 Penalty: 4145.666016
	Iteration 33Q: 3 clusters Score -519548.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -519552.906250 Penalty: 4145.666016
	Iteration 34Q: 3 clusters Score -519552.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -519557.093750 Penalty: 4145.666016
	Iteration 35Q: 3 clusters Score -519557.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -519566.593750 Penalty: 4145.666016
	Iteration 36Q: 3 clusters Score -519566.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -519574.312500 Penalty: 4145.666016
	Iteration 37Q: 3 clusters Score -519574.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -519583.031250 Penalty: 4145.666016
	Iteration 38Q: 3 clusters Score -519583 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -519588.500000 Penalty: 4145.666016
	Iteration 39Q: 3 clusters Score -519588.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -519594.125000 Penalty: 4145.666016
	Iteration 40F: 3 clusters Score -519594.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -519598.937500 Penalty: 4145.666016
	Iteration 41Q: 3 clusters Score -519598.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -519607.531250 Penalty: 4145.666016
	Iteration 42Q: 3 clusters Score -519607.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -519611.531250 Penalty: 4145.666016
	Iteration 43Q: 3 clusters Score -519611.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -519611.656250 Penalty: 4145.666016
	Iteration 44Q: 3 clusters Score -519611.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -519612.656250 Penalty: 4145.666016
	Iteration 45Q: 3 clusters Score -519612.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -519613.750000 Penalty: 4145.666016
	Iteration 46Q: 3 clusters Score -519613.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -519614.750000 Penalty: 4145.666016
	Iteration 47Q: 3 clusters Score -519614.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -519615.843750 Penalty: 4145.666016
	Iteration 48Q: 3 clusters Score -519615.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -519616.312500 Penalty: 4145.666016
	Iteration 49Q: 3 clusters Score -519616.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -519616.500000 Penalty: 4145.666016
	Iteration 50Q: 3 clusters Score -519616.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -519617.187500 Penalty: 4145.666016
	Iteration 51Q: 3 clusters Score -519617.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -519617.781250 Penalty: 4145.666016
	Iteration 52Q: 3 clusters Score -519617.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -519617.781250 Penalty: 4145.666016
	Iteration 53F: 3 clusters Score -519617.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (5324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Entering Unmasked Estep 
Score: -669156.375000 Penalty: 2127.834961
	Iteration 0F: 2 clusters Score -669156.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -664403.812500 Penalty: 4255.669922
	Iteration 0F: 3 clusters Score -664403.8 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -665554.125000 Penalty: 4255.669922
	Iteration 1F: 3 clusters Score -665554.1 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -665762.000000 Penalty: 4255.669922
	Iteration 2F: 3 clusters Score -665762 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -665943.312500 Penalty: 4255.669922
	Iteration 3F: 3 clusters Score -665943.3 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -666070.500000 Penalty: 4255.669922
	Iteration 4Q: 3 clusters Score -666070.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -666159.562500 Penalty: 4255.669922
	Iteration 5Q: 3 clusters Score -666159.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -666240.437500 Penalty: 4255.669922
	Iteration 6Q: 3 clusters Score -666240.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -666305.812500 Penalty: 4255.669922
	Iteration 7Q: 3 clusters Score -666305.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -666351.750000 Penalty: 4255.669922
	Iteration 8Q: 3 clusters Score -666351.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -666396.000000 Penalty: 4255.669922
	Iteration 9Q: 3 clusters Score -666396 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -666437.000000 Penalty: 4255.669922
	Iteration 10Q: 3 clusters Score -666437 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -666486.937500 Penalty: 4255.669922
	Iteration 11Q: 3 clusters Score -666486.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -666536.250000 Penalty: 4255.669922
	Iteration 12Q: 3 clusters Score -666536.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -666582.187500 Penalty: 4255.669922
	Iteration 13Q: 3 clusters Score -666582.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -666622.375000 Penalty: 4255.669922
	Iteration 14Q: 3 clusters Score -666622.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -666658.562500 Penalty: 4255.669922
	Iteration 15Q: 3 clusters Score -666658.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -666703.187500 Penalty: 4255.669922
	Iteration 16Q: 3 clusters Score -666703.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -666746.687500 Penalty: 4255.669922
	Iteration 17Q: 3 clusters Score -666746.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -666789.937500 Penalty: 4255.669922
	Iteration 18Q: 3 clusters Score -666789.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -666820.562500 Penalty: 4255.669922
	Iteration 19Q: 3 clusters Score -666820.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -666839.750000 Penalty: 4255.669922
	Iteration 20F: 3 clusters Score -666839.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -666852.062500 Penalty: 4255.669922
	Iteration 21Q: 3 clusters Score -666852.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -666867.437500 Penalty: 4255.669922
	Iteration 22Q: 3 clusters Score -666867.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -666880.687500 Penalty: 4255.669922
	Iteration 23Q: 3 clusters Score -666880.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -666895.625000 Penalty: 4255.669922
	Iteration 24Q: 3 clusters Score -666895.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -666909.812500 Penalty: 4255.669922
	Iteration 25Q: 3 clusters Score -666909.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -666922.375000 Penalty: 4255.669922
	Iteration 26Q: 3 clusters Score -666922.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -666936.312500 Penalty: 4255.669922
	Iteration 27Q: 3 clusters Score -666936.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -666945.437500 Penalty: 4255.669922
	Iteration 28Q: 3 clusters Score -666945.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -666956.562500 Penalty: 4255.669922
	Iteration 29Q: 3 clusters Score -666956.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -666964.500000 Penalty: 4255.669922
	Iteration 30Q: 3 clusters Score -666964.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -666971.875000 Penalty: 4255.669922
	Iteration 31Q: 3 clusters Score -666971.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -666982.062500 Penalty: 4255.669922
	Iteration 32Q: 3 clusters Score -666982.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -666994.250000 Penalty: 4255.669922
	Iteration 33Q: 3 clusters Score -666994.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -667005.062500 Penalty: 4255.669922
	Iteration 34Q: 3 clusters Score -667005.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -667022.250000 Penalty: 4255.669922
	Iteration 35Q: 3 clusters Score -667022.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -667034.062500 Penalty: 4255.669922
	Iteration 36Q: 3 clusters Score -667034.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -667053.125000 Penalty: 4255.669922
	Iteration 37Q: 3 clusters Score -667053.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -667077.562500 Penalty: 4255.669922
	Iteration 38Q: 3 clusters Score -667077.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -667101.250000 Penalty: 4255.669922
	Iteration 39Q: 3 clusters Score -667101.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -667122.062500 Penalty: 4255.669922
	Iteration 40F: 3 clusters Score -667122.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -667135.312500 Penalty: 4255.669922
	Iteration 41Q: 3 clusters Score -667135.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -667145.750000 Penalty: 4255.669922
	Iteration 42Q: 3 clusters Score -667145.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -667160.500000 Penalty: 4255.669922
	Iteration 43Q: 3 clusters Score -667160.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -667170.750000 Penalty: 4255.669922
	Iteration 44Q: 3 clusters Score -667170.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -667176.875000 Penalty: 4255.669922
	Iteration 45Q: 3 clusters Score -667176.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -667182.062500 Penalty: 4255.669922
	Iteration 46Q: 3 clusters Score -667182.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -667189.500000 Penalty: 4255.669922
	Iteration 47Q: 3 clusters Score -667189.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -667197.375000 Penalty: 4255.669922
	Iteration 48Q: 3 clusters Score -667197.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -667202.625000 Penalty: 4255.669922
	Iteration 49Q: 3 clusters Score -667202.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -667209.187500 Penalty: 4255.669922
	Iteration 50Q: 3 clusters Score -667209.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -667216.000000 Penalty: 4255.669922
	Iteration 51Q: 3 clusters Score -667216 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -667225.312500 Penalty: 4255.669922
	Iteration 52Q: 3 clusters Score -667225.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -667233.750000 Penalty: 4255.669922
	Iteration 53Q: 3 clusters Score -667233.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -667238.375000 Penalty: 4255.669922
	Iteration 54Q: 3 clusters Score -667238.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -667240.000000 Penalty: 4255.669922
	Iteration 55Q: 3 clusters Score -667240 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -667244.187500 Penalty: 4255.669922
	Iteration 56Q: 3 clusters Score -667244.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -667250.375000 Penalty: 4255.669922
	Iteration 57Q: 3 clusters Score -667250.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -667251.437500 Penalty: 4255.669922
	Iteration 58Q: 3 clusters Score -667251.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -667256.875000 Penalty: 4255.669922
	Iteration 59Q: 3 clusters Score -667256.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -667257.437500 Penalty: 4255.669922
	Iteration 60F: 3 clusters Score -667257.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -667258.250000 Penalty: 4255.669922
	Iteration 61Q: 3 clusters Score -667258.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -667258.000000 Penalty: 4255.669922
	Iteration 62Q: 3 clusters Score -667258 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -667259.312500 Penalty: 4255.669922
	Iteration 63Q: 3 clusters Score -667259.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -667260.812500 Penalty: 4255.669922
	Iteration 64Q: 3 clusters Score -667260.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -667262.250000 Penalty: 4255.669922
	Iteration 65Q: 3 clusters Score -667262.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -667263.687500 Penalty: 4255.669922
	Iteration 66Q: 3 clusters Score -667263.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -667264.562500 Penalty: 4255.669922
	Iteration 67Q: 3 clusters Score -667264.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -667268.750000 Penalty: 4255.669922
	Iteration 68Q: 3 clusters Score -667268.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -667269.625000 Penalty: 4255.669922
	Iteration 69Q: 3 clusters Score -667269.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -667273.125000 Penalty: 4255.669922
	Iteration 70Q: 3 clusters Score -667273.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -667275.000000 Penalty: 4255.669922
	Iteration 71Q: 3 clusters Score -667275 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -667277.250000 Penalty: 4255.669922
	Iteration 72Q: 3 clusters Score -667277.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -667279.812500 Penalty: 4255.669922
	Iteration 73Q: 3 clusters Score -667279.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -667279.562500 Penalty: 4255.669922
	Iteration 74Q: 3 clusters Score -667279.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -667280.062500 Penalty: 4255.669922
	Iteration 75Q: 3 clusters Score -667280.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -667280.062500 Penalty: 4255.669922
	Iteration 76F: 3 clusters Score -667280.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (2913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Entering Unmasked Estep 
Score: -378468.750000 Penalty: 1978.280762
	Iteration 0F: 2 clusters Score -378468.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -375230.187500 Penalty: 3956.561523
	Iteration 0F: 3 clusters Score -375230.2 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -375822.375000 Penalty: 3956.561523
	Iteration 1F: 3 clusters Score -375822.4 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -375985.718750 Penalty: 3956.561523
	Iteration 2F: 3 clusters Score -375985.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -376080.531250 Penalty: 3956.561523
	Iteration 3Q: 3 clusters Score -376080.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -376144.843750 Penalty: 3956.561523
	Iteration 4Q: 3 clusters Score -376144.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -376192.750000 Penalty: 3956.561523
	Iteration 5Q: 3 clusters Score -376192.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -376217.093750 Penalty: 3956.561523
	Iteration 6Q: 3 clusters Score -376217.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -376230.687500 Penalty: 3956.561523
	Iteration 7Q: 3 clusters Score -376230.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -376241.468750 Penalty: 3956.561523
	Iteration 8Q: 3 clusters Score -376241.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -376259.218750 Penalty: 3956.561523
	Iteration 9Q: 3 clusters Score -376259.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -376270.031250 Penalty: 3956.561523
	Iteration 10Q: 3 clusters Score -376270 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -376278.531250 Penalty: 3956.561523
	Iteration 11Q: 3 clusters Score -376278.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -376282.406250 Penalty: 3956.561523
	Iteration 12Q: 3 clusters Score -376282.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -376285.156250 Penalty: 3956.561523
	Iteration 13Q: 3 clusters Score -376285.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -376289.625000 Penalty: 3956.561523
	Iteration 14Q: 3 clusters Score -376289.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -376293.437500 Penalty: 3956.561523
	Iteration 15Q: 3 clusters Score -376293.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -376295.906250 Penalty: 3956.561523
	Iteration 16Q: 3 clusters Score -376295.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -376302.437500 Penalty: 3956.561523
	Iteration 17Q: 3 clusters Score -376302.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -376305.468750 Penalty: 3956.561523
	Iteration 18Q: 3 clusters Score -376305.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -376308.375000 Penalty: 3956.561523
	Iteration 19Q: 3 clusters Score -376308.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -376309.906250 Penalty: 3956.561523
	Iteration 20F: 3 clusters Score -376309.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -376311.125000 Penalty: 3956.561523
	Iteration 21Q: 3 clusters Score -376311.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -376311.125000 Penalty: 3956.561523
	Iteration 22F: 3 clusters Score -376311.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (3709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Entering Unmasked Estep 
Score: -461842.687500 Penalty: 2038.192261
	Iteration 0F: 2 clusters Score -461842.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -458137.281250 Penalty: 4076.384521
	Iteration 0F: 3 clusters Score -458137.3 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -458954.406250 Penalty: 4076.384521
	Iteration 1F: 3 clusters Score -458954.4 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -459117.812500 Penalty: 4076.384521
	Iteration 2F: 3 clusters Score -459117.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -459222.625000 Penalty: 4076.384521
	Iteration 3Q: 3 clusters Score -459222.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -459293.406250 Penalty: 4076.384521
	Iteration 4Q: 3 clusters Score -459293.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -459351.781250 Penalty: 4076.384521
	Iteration 5Q: 3 clusters Score -459351.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -459408.187500 Penalty: 4076.384521
	Iteration 6Q: 3 clusters Score -459408.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -459463.156250 Penalty: 4076.384521
	Iteration 7Q: 3 clusters Score -459463.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -459519.156250 Penalty: 4076.384521
	Iteration 8Q: 3 clusters Score -459519.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -459573.562500 Penalty: 4076.384521
	Iteration 9Q: 3 clusters Score -459573.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -459611.437500 Penalty: 4076.384521
	Iteration 10Q: 3 clusters Score -459611.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -459647.250000 Penalty: 4076.384521
	Iteration 11Q: 3 clusters Score -459647.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -459678.625000 Penalty: 4076.384521
	Iteration 12Q: 3 clusters Score -459678.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -459710.156250 Penalty: 4076.384521
	Iteration 13Q: 3 clusters Score -459710.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -459737.656250 Penalty: 4076.384521
	Iteration 14Q: 3 clusters Score -459737.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -459756.093750 Penalty: 4076.384521
	Iteration 15Q: 3 clusters Score -459756.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -459777.000000 Penalty: 4076.384521
	Iteration 16Q: 3 clusters Score -459777 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -459792.968750 Penalty: 4076.384521
	Iteration 17Q: 3 clusters Score -459793 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -459813.906250 Penalty: 4076.384521
	Iteration 18Q: 3 clusters Score -459813.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -459831.562500 Penalty: 4076.384521
	Iteration 19Q: 3 clusters Score -459831.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -459852.437500 Penalty: 4076.384521
	Iteration 20F: 3 clusters Score -459852.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -459876.687500 Penalty: 4076.384521
	Iteration 21Q: 3 clusters Score -459876.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -459901.625000 Penalty: 4076.384521
	Iteration 22Q: 3 clusters Score -459901.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -459918.218750 Penalty: 4076.384521
	Iteration 23Q: 3 clusters Score -459918.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -459925.406250 Penalty: 4076.384521
	Iteration 24Q: 3 clusters Score -459925.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -459930.437500 Penalty: 4076.384521
	Iteration 25Q: 3 clusters Score -459930.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -459934.312500 Penalty: 4076.384521
	Iteration 26Q: 3 clusters Score -459934.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -459938.781250 Penalty: 4076.384521
	Iteration 27Q: 3 clusters Score -459938.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -459941.937500 Penalty: 4076.384521
	Iteration 28Q: 3 clusters Score -459941.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -459946.718750 Penalty: 4076.384521
	Iteration 29Q: 3 clusters Score -459946.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -459949.968750 Penalty: 4076.384521
	Iteration 30Q: 3 clusters Score -459950 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -459952.625000 Penalty: 4076.384521
	Iteration 31Q: 3 clusters Score -459952.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -459954.218750 Penalty: 4076.384521
	Iteration 32Q: 3 clusters Score -459954.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -459956.843750 Penalty: 4076.384521
	Iteration 33Q: 3 clusters Score -459956.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -459960.000000 Penalty: 4076.384521
	Iteration 34Q: 3 clusters Score -459960 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -459960.125000 Penalty: 4076.384521
	Iteration 35Q: 3 clusters Score -459960.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -459961.625000 Penalty: 4076.384521
	Iteration 36Q: 3 clusters Score -459961.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -459964.468750 Penalty: 4076.384521
	Iteration 37Q: 3 clusters Score -459964.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -459965.125000 Penalty: 4076.384521
	Iteration 38Q: 3 clusters Score -459965.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -459966.218750 Penalty: 4076.384521
	Iteration 39Q: 3 clusters Score -459966.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -459965.875000 Penalty: 4076.384521
	Iteration 40F: 3 clusters Score -459965.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Entering Unmasked Estep 
Score: -33928.414062 Penalty: 1564.859741
	Iteration 0F: 2 clusters Score -33928.41 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 271 members 
Entering Unmasked Estep 
Score: -32693.433594 Penalty: 3129.719482
	Iteration 0F: 3 clusters Score -32693.43 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -33116.257812 Penalty: 3129.719482
	Iteration 1F: 3 clusters Score -33116.26 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -33254.417969 Penalty: 3129.719482
	Iteration 2F: 3 clusters Score -33254.42 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -33451.671875 Penalty: 3129.719482
	Iteration 3F: 3 clusters Score -33451.67 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -33574.242188 Penalty: 3129.719482
	Iteration 4F: 3 clusters Score -33574.24 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -33630.816406 Penalty: 3129.719482
	Iteration 5Q: 3 clusters Score -33630.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -33645.781250 Penalty: 3129.719482
	Iteration 6Q: 3 clusters Score -33645.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -33650.941406 Penalty: 3129.719482
	Iteration 7Q: 3 clusters Score -33650.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -33650.941406 Penalty: 3129.719482
	Iteration 8F: 3 clusters Score -33650.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (3468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Entering Unmasked Estep 
Score: -443280.062500 Penalty: 2021.530518
	Iteration 0F: 2 clusters Score -443280.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -439723.156250 Penalty: 4043.061035
	Iteration 0F: 3 clusters Score -439723.2 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -440427.562500 Penalty: 4043.061035
	Iteration 1F: 3 clusters Score -440427.6 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -440573.218750 Penalty: 4043.061035
	Iteration 2F: 3 clusters Score -440573.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -440660.187500 Penalty: 4043.061035
	Iteration 3Q: 3 clusters Score -440660.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -440721.031250 Penalty: 4043.061035
	Iteration 4Q: 3 clusters Score -440721 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -440759.375000 Penalty: 4043.061035
	Iteration 5Q: 3 clusters Score -440759.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -440787.562500 Penalty: 4043.061035
	Iteration 6Q: 3 clusters Score -440787.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -440805.093750 Penalty: 4043.061035
	Iteration 7Q: 3 clusters Score -440805.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -440818.312500 Penalty: 4043.061035
	Iteration 8Q: 3 clusters Score -440818.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -440827.656250 Penalty: 4043.061035
	Iteration 9Q: 3 clusters Score -440827.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -440838.375000 Penalty: 4043.061035
	Iteration 10Q: 3 clusters Score -440838.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -440848.468750 Penalty: 4043.061035
	Iteration 11Q: 3 clusters Score -440848.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -440855.375000 Penalty: 4043.061035
	Iteration 12Q: 3 clusters Score -440855.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -440863.031250 Penalty: 4043.061035
	Iteration 13Q: 3 clusters Score -440863 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -440870.750000 Penalty: 4043.061035
	Iteration 14Q: 3 clusters Score -440870.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -440879.750000 Penalty: 4043.061035
	Iteration 15Q: 3 clusters Score -440879.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -440889.125000 Penalty: 4043.061035
	Iteration 16Q: 3 clusters Score -440889.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -440899.562500 Penalty: 4043.061035
	Iteration 17Q: 3 clusters Score -440899.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -440908.406250 Penalty: 4043.061035
	Iteration 18Q: 3 clusters Score -440908.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -440913.937500 Penalty: 4043.061035
	Iteration 19Q: 3 clusters Score -440913.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -440918.593750 Penalty: 4043.061035
	Iteration 20F: 3 clusters Score -440918.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -440920.968750 Penalty: 4043.061035
	Iteration 21Q: 3 clusters Score -440921 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -440922.812500 Penalty: 4043.061035
	Iteration 22Q: 3 clusters Score -440922.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -440925.781250 Penalty: 4043.061035
	Iteration 23Q: 3 clusters Score -440925.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -440929.343750 Penalty: 4043.061035
	Iteration 24Q: 3 clusters Score -440929.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -440931.656250 Penalty: 4043.061035
	Iteration 25Q: 3 clusters Score -440931.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -440932.718750 Penalty: 4043.061035
	Iteration 26Q: 3 clusters Score -440932.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -440934.500000 Penalty: 4043.061035
	Iteration 27Q: 3 clusters Score -440934.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -440934.718750 Penalty: 4043.061035
	Iteration 28Q: 3 clusters Score -440934.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -440934.625000 Penalty: 4043.061035
	Iteration 29Q: 3 clusters Score -440934.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -440934.625000 Penalty: 4043.061035
	Iteration 30F: 3 clusters Score -440934.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (1907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Entering Unmasked Estep 
Score: -239437.968750 Penalty: 1873.215088
	Iteration 0F: 2 clusters Score -239438 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -236818.593750 Penalty: 3746.430176
	Iteration 0F: 3 clusters Score -236818.6 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -237269.875000 Penalty: 3746.430176
	Iteration 1F: 3 clusters Score -237269.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -237424.953125 Penalty: 3746.430176
	Iteration 2F: 3 clusters Score -237425 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -237478.203125 Penalty: 3746.430176
	Iteration 3Q: 3 clusters Score -237478.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -237522.437500 Penalty: 3746.430176
	Iteration 4Q: 3 clusters Score -237522.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -237563.515625 Penalty: 3746.430176
	Iteration 5Q: 3 clusters Score -237563.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -237593.781250 Penalty: 3746.430176
	Iteration 6Q: 3 clusters Score -237593.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -237617.203125 Penalty: 3746.430176
	Iteration 7Q: 3 clusters Score -237617.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -237633.375000 Penalty: 3746.430176
	Iteration 8Q: 3 clusters Score -237633.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -237647.656250 Penalty: 3746.430176
	Iteration 9Q: 3 clusters Score -237647.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -237658.265625 Penalty: 3746.430176
	Iteration 10Q: 3 clusters Score -237658.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -237665.234375 Penalty: 3746.430176
	Iteration 11Q: 3 clusters Score -237665.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -237669.890625 Penalty: 3746.430176
	Iteration 12Q: 3 clusters Score -237669.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -237675.937500 Penalty: 3746.430176
	Iteration 13Q: 3 clusters Score -237675.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -237682.531250 Penalty: 3746.430176
	Iteration 14Q: 3 clusters Score -237682.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -237689.062500 Penalty: 3746.430176
	Iteration 15Q: 3 clusters Score -237689.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -237694.015625 Penalty: 3746.430176
	Iteration 16Q: 3 clusters Score -237694 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -237698.906250 Penalty: 3746.430176
	Iteration 17Q: 3 clusters Score -237698.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -237702.531250 Penalty: 3746.430176
	Iteration 18Q: 3 clusters Score -237702.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -237705.968750 Penalty: 3746.430176
	Iteration 19Q: 3 clusters Score -237706 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -237708.109375 Penalty: 3746.430176
	Iteration 20F: 3 clusters Score -237708.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -237711.296875 Penalty: 3746.430176
	Iteration 21Q: 3 clusters Score -237711.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -237712.671875 Penalty: 3746.430176
	Iteration 22Q: 3 clusters Score -237712.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -237714.921875 Penalty: 3746.430176
	Iteration 23Q: 3 clusters Score -237714.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -237717.437500 Penalty: 3746.430176
	Iteration 24Q: 3 clusters Score -237717.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -237719.515625 Penalty: 3746.430176
	Iteration 25Q: 3 clusters Score -237719.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -237719.843750 Penalty: 3746.430176
	Iteration 26Q: 3 clusters Score -237719.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -237719.843750 Penalty: 3746.430176
	Iteration 27F: 3 clusters Score -237719.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Entering Unmasked Estep 
Score: -52612.531250 Penalty: 1480.239502
	Iteration 0F: 2 clusters Score -52612.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -51244.382812 Penalty: 2960.479004
	Iteration 0F: 3 clusters Score -51244.38 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -51630.996094 Penalty: 2960.479004
	Iteration 1F: 3 clusters Score -51631 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -51798.781250 Penalty: 2960.479004
	Iteration 2F: 3 clusters Score -51798.78 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -51919.679688 Penalty: 2960.479004
	Iteration 3F: 3 clusters Score -51919.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -51976.933594 Penalty: 2960.479004
	Iteration 4Q: 3 clusters Score -51976.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -52028.796875 Penalty: 2960.479004
	Iteration 5Q: 3 clusters Score -52028.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -52091.234375 Penalty: 2960.479004
	Iteration 6Q: 3 clusters Score -52091.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -52093.574219 Penalty: 2960.479004
	Iteration 7Q: 3 clusters Score -52093.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -52093.574219 Penalty: 2960.479004
	Iteration 8F: 3 clusters Score -52093.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (5100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Entering Unmasked Estep 
Score: -539931.187500 Penalty: 2117.175049
	Iteration 0F: 2 clusters Score -539931.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -535352.937500 Penalty: 4234.350098
	Iteration 0F: 3 clusters Score -535352.9 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -536662.125000 Penalty: 4234.350098
	Iteration 1F: 3 clusters Score -536662.1 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -537155.875000 Penalty: 4234.350098
	Iteration 2F: 3 clusters Score -537155.9 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -537611.625000 Penalty: 4234.350098
	Iteration 3F: 3 clusters Score -537611.6 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -537984.000000 Penalty: 4234.350098
	Iteration 4F: 3 clusters Score -537984 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -538242.375000 Penalty: 4234.350098
	Iteration 5F: 3 clusters Score -538242.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -538432.125000 Penalty: 4234.350098
	Iteration 6Q: 3 clusters Score -538432.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -538588.625000 Penalty: 4234.350098
	Iteration 7Q: 3 clusters Score -538588.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -538703.437500 Penalty: 4234.350098
	Iteration 8Q: 3 clusters Score -538703.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -538778.500000 Penalty: 4234.350098
	Iteration 9Q: 3 clusters Score -538778.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -538846.437500 Penalty: 4234.350098
	Iteration 10Q: 3 clusters Score -538846.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -538909.625000 Penalty: 4234.350098
	Iteration 11Q: 3 clusters Score -538909.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -538960.312500 Penalty: 4234.350098
	Iteration 12Q: 3 clusters Score -538960.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -538995.125000 Penalty: 4234.350098
	Iteration 13Q: 3 clusters Score -538995.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -539020.062500 Penalty: 4234.350098
	Iteration 14Q: 3 clusters Score -539020.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -539045.437500 Penalty: 4234.350098
	Iteration 15Q: 3 clusters Score -539045.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -539065.437500 Penalty: 4234.350098
	Iteration 16Q: 3 clusters Score -539065.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -539085.125000 Penalty: 4234.350098
	Iteration 17Q: 3 clusters Score -539085.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -539095.375000 Penalty: 4234.350098
	Iteration 18Q: 3 clusters Score -539095.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -539104.250000 Penalty: 4234.350098
	Iteration 19Q: 3 clusters Score -539104.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -539113.125000 Penalty: 4234.350098
	Iteration 20F: 3 clusters Score -539113.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -539124.437500 Penalty: 4234.350098
	Iteration 21Q: 3 clusters Score -539124.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -539131.375000 Penalty: 4234.350098
	Iteration 22Q: 3 clusters Score -539131.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -539139.125000 Penalty: 4234.350098
	Iteration 23Q: 3 clusters Score -539139.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -539144.937500 Penalty: 4234.350098
	Iteration 24Q: 3 clusters Score -539144.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -539151.125000 Penalty: 4234.350098
	Iteration 25Q: 3 clusters Score -539151.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -539158.500000 Penalty: 4234.350098
	Iteration 26Q: 3 clusters Score -539158.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -539167.500000 Penalty: 4234.350098
	Iteration 27Q: 3 clusters Score -539167.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -539172.375000 Penalty: 4234.350098
	Iteration 28Q: 3 clusters Score -539172.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -539176.687500 Penalty: 4234.350098
	Iteration 29Q: 3 clusters Score -539176.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -539180.187500 Penalty: 4234.350098
	Iteration 30Q: 3 clusters Score -539180.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -539185.312500 Penalty: 4234.350098
	Iteration 31Q: 3 clusters Score -539185.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -539189.937500 Penalty: 4234.350098
	Iteration 32Q: 3 clusters Score -539189.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -539192.312500 Penalty: 4234.350098
	Iteration 33Q: 3 clusters Score -539192.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -539196.250000 Penalty: 4234.350098
	Iteration 34Q: 3 clusters Score -539196.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -539198.875000 Penalty: 4234.350098
	Iteration 35Q: 3 clusters Score -539198.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -539201.375000 Penalty: 4234.350098
	Iteration 36Q: 3 clusters Score -539201.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -539204.687500 Penalty: 4234.350098
	Iteration 37Q: 3 clusters Score -539204.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -539207.250000 Penalty: 4234.350098
	Iteration 38Q: 3 clusters Score -539207.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -539208.125000 Penalty: 4234.350098
	Iteration 39Q: 3 clusters Score -539208.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -539210.562500 Penalty: 4234.350098
	Iteration 40F: 3 clusters Score -539210.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -539212.312500 Penalty: 4234.350098
	Iteration 41Q: 3 clusters Score -539212.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -539213.250000 Penalty: 4234.350098
	Iteration 42Q: 3 clusters Score -539213.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -539214.750000 Penalty: 4234.350098
	Iteration 43Q: 3 clusters Score -539214.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -539217.250000 Penalty: 4234.350098
	Iteration 44Q: 3 clusters Score -539217.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -539218.312500 Penalty: 4234.350098
	Iteration 45Q: 3 clusters Score -539218.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -539221.812500 Penalty: 4234.350098
	Iteration 46Q: 3 clusters Score -539221.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -539222.437500 Penalty: 4234.350098
	Iteration 47Q: 3 clusters Score -539222.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -539223.125000 Penalty: 4234.350098
	Iteration 48Q: 3 clusters Score -539223.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -539223.125000 Penalty: 4234.350098
	Iteration 49Q: 3 clusters Score -539223.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -539223.125000 Penalty: 4234.350098
	Iteration 50F: 3 clusters Score -539223.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (1825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Entering Unmasked Estep 
Score: -263337.406250 Penalty: 1862.315063
	Iteration 0F: 2 clusters Score -263337.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -261005.421875 Penalty: 3724.630127
	Iteration 0F: 3 clusters Score -261005.4 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -262072.640625 Penalty: 3724.630127
	Iteration 1F: 3 clusters Score -262072.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -262527.468750 Penalty: 3724.630127
	Iteration 2F: 3 clusters Score -262527.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -262765.718750 Penalty: 3724.630127
	Iteration 3F: 3 clusters Score -262765.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -262884.375000 Penalty: 3724.630127
	Iteration 4Q: 3 clusters Score -262884.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -262948.218750 Penalty: 3724.630127
	Iteration 5Q: 3 clusters Score -262948.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -263008.531250 Penalty: 3724.630127
	Iteration 6Q: 3 clusters Score -263008.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -263049.875000 Penalty: 3724.630127
	Iteration 7Q: 3 clusters Score -263049.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -263093.343750 Penalty: 3724.630127
	Iteration 8Q: 3 clusters Score -263093.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -263142.375000 Penalty: 3724.630127
	Iteration 9Q: 3 clusters Score -263142.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -263276.718750 Penalty: 3724.630127
	Iteration 10Q: 3 clusters Score -263276.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -263365.437500 Penalty: 3724.630127
	Iteration 11Q: 3 clusters Score -263365.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -263444.656250 Penalty: 3724.630127
	Iteration 12Q: 3 clusters Score -263444.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -263500.906250 Penalty: 3724.630127
	Iteration 13Q: 3 clusters Score -263500.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -263545.187500 Penalty: 3724.630127
	Iteration 14Q: 3 clusters Score -263545.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -263595.656250 Penalty: 3724.630127
	Iteration 15Q: 3 clusters Score -263595.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -263657.843750 Penalty: 3724.630127
	Iteration 16Q: 3 clusters Score -263657.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -263711.812500 Penalty: 3724.630127
	Iteration 17Q: 3 clusters Score -263711.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -263772.531250 Penalty: 3724.630127
	Iteration 18Q: 3 clusters Score -263772.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -263818.718750 Penalty: 3724.630127
	Iteration 19Q: 3 clusters Score -263818.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -263855.687500 Penalty: 3724.630127
	Iteration 20F: 3 clusters Score -263855.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -263914.750000 Penalty: 3724.630127
	Iteration 21Q: 3 clusters Score -263914.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -263979.656250 Penalty: 3724.630127
	Iteration 22Q: 3 clusters Score -263979.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -264010.968750 Penalty: 3724.630127
	Iteration 23Q: 3 clusters Score -264011 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -264046.000000 Penalty: 3724.630127
	Iteration 24Q: 3 clusters Score -264046 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -264091.843750 Penalty: 3724.630127
	Iteration 25Q: 3 clusters Score -264091.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -264106.406250 Penalty: 3724.630127
	Iteration 26Q: 3 clusters Score -264106.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -264137.343750 Penalty: 3724.630127
	Iteration 27Q: 3 clusters Score -264137.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -264169.968750 Penalty: 3724.630127
	Iteration 28Q: 3 clusters Score -264170 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -264194.250000 Penalty: 3724.630127
	Iteration 29Q: 3 clusters Score -264194.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -264202.437500 Penalty: 3724.630127
	Iteration 30Q: 3 clusters Score -264202.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -264206.437500 Penalty: 3724.630127
	Iteration 31Q: 3 clusters Score -264206.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -264210.718750 Penalty: 3724.630127
	Iteration 32Q: 3 clusters Score -264210.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -264217.406250 Penalty: 3724.630127
	Iteration 33Q: 3 clusters Score -264217.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -264236.531250 Penalty: 3724.630127
	Iteration 34Q: 3 clusters Score -264236.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -264240.468750 Penalty: 3724.630127
	Iteration 35Q: 3 clusters Score -264240.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -264241.187500 Penalty: 3724.630127
	Iteration 36Q: 3 clusters Score -264241.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -264241.531250 Penalty: 3724.630127
	Iteration 37Q: 3 clusters Score -264241.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -264242.718750 Penalty: 3724.630127
	Iteration 38Q: 3 clusters Score -264242.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -264242.718750 Penalty: 3724.630127
	Iteration 39F: 3 clusters Score -264242.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 52553 members 
Mstep: Class 3 contains 5280 members 
Mstep: Class 4 contains 27249 members 
Mstep: Class 5 contains 8286 members 
Mstep: Class 6 contains 4490 members 
Mstep: Class 7 contains 26582 members 
Mstep: Class 8 contains 749 members 
Mstep: Class 9 contains 10973 members 
Mstep: Class 10 contains 3040 members 
Mstep: Class 11 contains 37309 members 
Mstep: Class 12 contains 23336 members 
Mstep: Class 13 contains 215708 members 
Mstep: Class 14 contains 40995 members 
Mstep: Class 15 contains 688 members 
Mstep: Class 16 contains 29095 members 
Mstep: Class 17 contains 9366 members 
Mstep: Class 18 contains 14308 members 
Mstep: Class 19 contains 61584 members 
Mstep: Class 20 contains 10998 members 
Mstep: Class 21 contains 16567 members 
Mstep: Class 22 contains 2993 members 
Mstep: Class 23 contains 2570 members 
Mstep: Class 24 contains 18665 members 
Mstep: Class 25 contains 2068 members 
Mstep: Class 26 contains 22288 members 
Mstep: Class 27 contains 6174 members 
Mstep: Class 28 contains 4145 members 
Mstep: Class 29 contains 37122 members 
Mstep: Class 30 contains 4527 members 
Mstep: Class 31 contains 481 members 
Mstep: Class 32 contains 382 members 
Mstep: Class 33 contains 38551 members 
Mstep: Class 34 contains 605 members 
Mstep: Class 35 contains 8732 members 
Mstep: Class 36 contains 2453 members 
Mstep: Class 37 contains 164248 members 
Mstep: Class 38 contains 8339 members 
Mstep: Class 39 contains 4265 members 
Mstep: Class 40 contains 5324 members 
Mstep: Class 41 contains 2913 members 
Mstep: Class 42 contains 3709 members 
Mstep: Class 43 contains 550 members 
Mstep: Class 44 contains 3468 members 
Mstep: Class 45 contains 1907 members 
Mstep: Class 46 contains 391 members 
Mstep: Class 47 contains 5100 members 
Mstep: Class 48 contains 1109 members 
Mstep: Class 49 contains 4225 members 
Mstep: Class 50 contains 6309 members 
Mstep: Class 51 contains 175504 members 
Mstep: Class 52 contains 340 members 
Mstep: Class 53 contains 208 members 
Mstep: Class 54 contains 355 members 
Mstep: Class 55 contains 4301 members 
Mstep: Class 56 contains 2518 members 
Mstep: Class 57 contains 179 members 
Mstep: Class 58 contains 10459 members 
Mstep: Class 59 contains 656 members 
Mstep: Class 60 contains 17851 members 
Mstep: Class 61 contains 255 members 
Mstep: Class 62 contains 1211 members 
Mstep: Class 63 contains 438 members 
Mstep: Class 64 contains 344 members 
Mstep: Class 65 contains 613 members 
Mstep: Class 66 contains 1911 members 
Mstep: Class 67 contains 187 members 
Mstep: Class 68 contains 327 members 
Mstep: Class 69 contains 164 members 
Mstep: Class 70 contains 306 members 
Mstep: Class 71 contains 2351 members 
Mstep: Class 72 contains 443 members 
Mstep: Class 73 contains 379 members 
Mstep: Class 74 contains 226 members 
Mstep: Class 75 contains 506 members 
Mstep: Class 76 contains 228 members 
Mstep: Class 77 contains 397 members 
Mstep: Class 78 contains 491 members 
Mstep: Class 79 contains 1161 members 
Mstep: Class 80 contains 716 members 
Entering Unmasked Estep 
Score: -147552592.000000 Penalty: 277521.750000
Splitting cluster 48 changes total score from -147553632.000000 to -147552592.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 49 (4225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Entering Unmasked Estep 
Score: -533056.000000 Penalty: 2070.496094
	Iteration 0F: 2 clusters Score -533056 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -529072.125000 Penalty: 4140.992188
	Iteration 0F: 3 clusters Score -529072.1 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -530003.375000 Penalty: 4140.992188
	Iteration 1F: 3 clusters Score -530003.4 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -530188.937500 Penalty: 4140.992188
	Iteration 2F: 3 clusters Score -530188.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -530291.875000 Penalty: 4140.992188
	Iteration 3Q: 3 clusters Score -530291.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -530368.187500 Penalty: 4140.992188
	Iteration 4Q: 3 clusters Score -530368.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -530431.750000 Penalty: 4140.992188
	Iteration 5Q: 3 clusters Score -530431.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -530477.687500 Penalty: 4140.992188
	Iteration 6Q: 3 clusters Score -530477.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -530512.125000 Penalty: 4140.992188
	Iteration 7Q: 3 clusters Score -530512.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -530545.750000 Penalty: 4140.992188
	Iteration 8Q: 3 clusters Score -530545.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -530584.437500 Penalty: 4140.992188
	Iteration 9Q: 3 clusters Score -530584.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -530613.187500 Penalty: 4140.992188
	Iteration 10Q: 3 clusters Score -530613.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -530637.250000 Penalty: 4140.992188
	Iteration 11Q: 3 clusters Score -530637.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -530656.625000 Penalty: 4140.992188
	Iteration 12Q: 3 clusters Score -530656.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -530674.250000 Penalty: 4140.992188
	Iteration 13Q: 3 clusters Score -530674.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -530695.250000 Penalty: 4140.992188
	Iteration 14Q: 3 clusters Score -530695.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -530720.937500 Penalty: 4140.992188
	Iteration 15Q: 3 clusters Score -530720.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -530750.312500 Penalty: 4140.992188
	Iteration 16Q: 3 clusters Score -530750.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -530781.000000 Penalty: 4140.992188
	Iteration 17Q: 3 clusters Score -530781 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -530801.125000 Penalty: 4140.992188
	Iteration 18Q: 3 clusters Score -530801.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -530817.000000 Penalty: 4140.992188
	Iteration 19Q: 3 clusters Score -530817 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -530829.687500 Penalty: 4140.992188
	Iteration 20F: 3 clusters Score -530829.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -530837.625000 Penalty: 4140.992188
	Iteration 21Q: 3 clusters Score -530837.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -530845.875000 Penalty: 4140.992188
	Iteration 22Q: 3 clusters Score -530845.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -530854.562500 Penalty: 4140.992188
	Iteration 23Q: 3 clusters Score -530854.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -530863.375000 Penalty: 4140.992188
	Iteration 24Q: 3 clusters Score -530863.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -530871.437500 Penalty: 4140.992188
	Iteration 25Q: 3 clusters Score -530871.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -530879.500000 Penalty: 4140.992188
	Iteration 26Q: 3 clusters Score -530879.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -530886.500000 Penalty: 4140.992188
	Iteration 27Q: 3 clusters Score -530886.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -530889.750000 Penalty: 4140.992188
	Iteration 28Q: 3 clusters Score -530889.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -530894.875000 Penalty: 4140.992188
	Iteration 29Q: 3 clusters Score -530894.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -530899.250000 Penalty: 4140.992188
	Iteration 30Q: 3 clusters Score -530899.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -530904.437500 Penalty: 4140.992188
	Iteration 31Q: 3 clusters Score -530904.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -530907.875000 Penalty: 4140.992188
	Iteration 32Q: 3 clusters Score -530907.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -530912.687500 Penalty: 4140.992188
	Iteration 33Q: 3 clusters Score -530912.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -530916.625000 Penalty: 4140.992188
	Iteration 34Q: 3 clusters Score -530916.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -530920.125000 Penalty: 4140.992188
	Iteration 35Q: 3 clusters Score -530920.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -530927.187500 Penalty: 4140.992188
	Iteration 36Q: 3 clusters Score -530927.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -530932.437500 Penalty: 4140.992188
	Iteration 37Q: 3 clusters Score -530932.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -530936.250000 Penalty: 4140.992188
	Iteration 38Q: 3 clusters Score -530936.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -530940.000000 Penalty: 4140.992188
	Iteration 39Q: 3 clusters Score -530940 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -530945.125000 Penalty: 4140.992188
	Iteration 40F: 3 clusters Score -530945.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -530951.875000 Penalty: 4140.992188
	Iteration 41Q: 3 clusters Score -530951.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -530956.187500 Penalty: 4140.992188
	Iteration 42Q: 3 clusters Score -530956.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -530959.750000 Penalty: 4140.992188
	Iteration 43Q: 3 clusters Score -530959.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -530963.187500 Penalty: 4140.992188
	Iteration 44Q: 3 clusters Score -530963.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -530966.625000 Penalty: 4140.992188
	Iteration 45Q: 3 clusters Score -530966.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -530970.125000 Penalty: 4140.992188
	Iteration 46Q: 3 clusters Score -530970.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -530975.000000 Penalty: 4140.992188
	Iteration 47Q: 3 clusters Score -530975 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -530981.250000 Penalty: 4140.992188
	Iteration 48Q: 3 clusters Score -530981.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -530985.312500 Penalty: 4140.992188
	Iteration 49Q: 3 clusters Score -530985.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -530991.125000 Penalty: 4140.992188
	Iteration 50Q: 3 clusters Score -530991.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -530995.562500 Penalty: 4140.992188
	Iteration 51Q: 3 clusters Score -530995.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -530997.187500 Penalty: 4140.992188
	Iteration 52Q: 3 clusters Score -530997.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -530996.937500 Penalty: 4140.992188
	Iteration 53Q: 3 clusters Score -530996.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -530999.312500 Penalty: 4140.992188
	Iteration 54Q: 3 clusters Score -530999.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -531001.125000 Penalty: 4140.992188
	Iteration 55Q: 3 clusters Score -531001.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -531002.187500 Penalty: 4140.992188
	Iteration 56Q: 3 clusters Score -531002.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -531003.125000 Penalty: 4140.992188
	Iteration 57Q: 3 clusters Score -531003.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -531006.125000 Penalty: 4140.992188
	Iteration 58Q: 3 clusters Score -531006.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -531007.125000 Penalty: 4140.992188
	Iteration 59Q: 3 clusters Score -531007.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -531009.937500 Penalty: 4140.992188
	Iteration 60F: 3 clusters Score -531009.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -531010.000000 Penalty: 4140.992188
	Iteration 61Q: 3 clusters Score -531010 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -531010.750000 Penalty: 4140.992188
	Iteration 62Q: 3 clusters Score -531010.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -531011.187500 Penalty: 4140.992188
	Iteration 63Q: 3 clusters Score -531011.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -531012.875000 Penalty: 4140.992188
	Iteration 64Q: 3 clusters Score -531012.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -531012.937500 Penalty: 4140.992188
	Iteration 65Q: 3 clusters Score -531012.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -531012.750000 Penalty: 4140.992188
	Iteration 66Q: 3 clusters Score -531012.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -531012.750000 Penalty: 4140.992188
	Iteration 67F: 3 clusters Score -531012.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (6309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Entering Unmasked Estep 
Score: -793469.812500 Penalty: 2169.933594
	Iteration 0F: 2 clusters Score -793469.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -788098.750000 Penalty: 4339.867188
	Iteration 0F: 3 clusters Score -788098.8 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -789384.250000 Penalty: 4339.867188
	Iteration 1F: 3 clusters Score -789384.2 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -789597.000000 Penalty: 4339.867188
	Iteration 2F: 3 clusters Score -789597 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -789738.875000 Penalty: 4339.867188
	Iteration 3Q: 3 clusters Score -789738.9 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -789853.812500 Penalty: 4339.867188
	Iteration 4Q: 3 clusters Score -789853.8 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -789976.125000 Penalty: 4339.867188
	Iteration 5Q: 3 clusters Score -789976.1 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -790107.875000 Penalty: 4339.867188
	Iteration 6Q: 3 clusters Score -790107.9 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -790245.250000 Penalty: 4339.867188
	Iteration 7Q: 3 clusters Score -790245.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -790374.500000 Penalty: 4339.867188
	Iteration 8Q: 3 clusters Score -790374.5 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -790489.312500 Penalty: 4339.867188
	Iteration 9Q: 3 clusters Score -790489.3 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -790596.750000 Penalty: 4339.867188
	Iteration 10Q: 3 clusters Score -790596.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -790688.125000 Penalty: 4339.867188
	Iteration 11Q: 3 clusters Score -790688.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -790776.562500 Penalty: 4339.867188
	Iteration 12Q: 3 clusters Score -790776.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -790859.437500 Penalty: 4339.867188
	Iteration 13Q: 3 clusters Score -790859.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -790929.875000 Penalty: 4339.867188
	Iteration 14Q: 3 clusters Score -790929.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -790999.562500 Penalty: 4339.867188
	Iteration 15Q: 3 clusters Score -790999.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -791084.312500 Penalty: 4339.867188
	Iteration 16Q: 3 clusters Score -791084.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -791163.562500 Penalty: 4339.867188
	Iteration 17Q: 3 clusters Score -791163.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -791219.687500 Penalty: 4339.867188
	Iteration 18Q: 3 clusters Score -791219.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -791257.125000 Penalty: 4339.867188
	Iteration 19Q: 3 clusters Score -791257.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -791289.812500 Penalty: 4339.867188
	Iteration 20F: 3 clusters Score -791289.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -791313.500000 Penalty: 4339.867188
	Iteration 21Q: 3 clusters Score -791313.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -791332.875000 Penalty: 4339.867188
	Iteration 22Q: 3 clusters Score -791332.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -791353.000000 Penalty: 4339.867188
	Iteration 23Q: 3 clusters Score -791353 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -791371.500000 Penalty: 4339.867188
	Iteration 24Q: 3 clusters Score -791371.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -791391.437500 Penalty: 4339.867188
	Iteration 25Q: 3 clusters Score -791391.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -791410.687500 Penalty: 4339.867188
	Iteration 26Q: 3 clusters Score -791410.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -791430.125000 Penalty: 4339.867188
	Iteration 27Q: 3 clusters Score -791430.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -791444.062500 Penalty: 4339.867188
	Iteration 28Q: 3 clusters Score -791444.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -791459.187500 Penalty: 4339.867188
	Iteration 29Q: 3 clusters Score -791459.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -791468.437500 Penalty: 4339.867188
	Iteration 30Q: 3 clusters Score -791468.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -791474.687500 Penalty: 4339.867188
	Iteration 31Q: 3 clusters Score -791474.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -791477.750000 Penalty: 4339.867188
	Iteration 32Q: 3 clusters Score -791477.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -791479.625000 Penalty: 4339.867188
	Iteration 33Q: 3 clusters Score -791479.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -791480.187500 Penalty: 4339.867188
	Iteration 34Q: 3 clusters Score -791480.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -791480.187500 Penalty: 4339.867188
	Iteration 35F: 3 clusters Score -791480.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (175504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175504 members 
Entering Unmasked Estep 
Score: -22566500.000000 Penalty: 2994.703613
	Iteration 0F: 2 clusters Score -2.25665e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87729 members 
Mstep: Class 2 contains 87775 members 
Entering Unmasked Estep 
Score: -22448982.000000 Penalty: 5989.407227
	Iteration 0F: 3 clusters Score -2.244898e+07 nChanged 84102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90117 members 
Mstep: Class 2 contains 85387 members 
Entering Unmasked Estep 
Score: -22498122.000000 Penalty: 5989.407227
	Iteration 1F: 3 clusters Score -2.249812e+07 nChanged 5734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91513 members 
Mstep: Class 2 contains 83991 members 
Entering Unmasked Estep 
Score: -22499674.000000 Penalty: 5989.407227
	Iteration 2Q: 3 clusters Score -2.249967e+07 nChanged 6574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93455 members 
Mstep: Class 2 contains 82049 members 
Entering Unmasked Estep 
Score: -22501794.000000 Penalty: 5989.407227
	Iteration 3Q: 3 clusters Score -2.250179e+07 nChanged 7466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96211 members 
Mstep: Class 2 contains 79293 members 
Entering Unmasked Estep 
Score: -22504534.000000 Penalty: 5989.407227
	Iteration 4Q: 3 clusters Score -2.250453e+07 nChanged 8776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100079 members 
Mstep: Class 2 contains 75425 members 
Entering Unmasked Estep 
Score: -22508394.000000 Penalty: 5989.407227
	Iteration 5F: 3 clusters Score -2.250839e+07 nChanged 9794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104925 members 
Mstep: Class 2 contains 70579 members 
Entering Unmasked Estep 
Score: -22513160.000000 Penalty: 5989.407227
	Iteration 6F: 3 clusters Score -2.251316e+07 nChanged 10343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110792 members 
Mstep: Class 2 contains 64712 members 
Entering Unmasked Estep 
Score: -22518092.000000 Penalty: 5989.407227
	Iteration 7F: 3 clusters Score -2.251809e+07 nChanged 9910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117312 members 
Mstep: Class 2 contains 58192 members 
Entering Unmasked Estep 
Score: -22523298.000000 Penalty: 5989.407227
	Iteration 8F: 3 clusters Score -2.25233e+07 nChanged 9002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124098 members 
Mstep: Class 2 contains 51406 members 
Entering Unmasked Estep 
Score: -22528108.000000 Penalty: 5989.407227
	Iteration 9F: 3 clusters Score -2.252811e+07 nChanged 8033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131071 members 
Mstep: Class 2 contains 44433 members 
Entering Unmasked Estep 
Score: -22532982.000000 Penalty: 5989.407227
	Iteration 10Q: 3 clusters Score -2.253298e+07 nChanged 7374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137993 members 
Mstep: Class 2 contains 37511 members 
Entering Unmasked Estep 
Score: -22537698.000000 Penalty: 5989.407227
	Iteration 11Q: 3 clusters Score -2.25377e+07 nChanged 6901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144670 members 
Mstep: Class 2 contains 30834 members 
Entering Unmasked Estep 
Score: -22542444.000000 Penalty: 5989.407227
	Iteration 12Q: 3 clusters Score -2.254244e+07 nChanged 6273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150863 members 
Mstep: Class 2 contains 24641 members 
Entering Unmasked Estep 
Score: -22546960.000000 Penalty: 5989.407227
	Iteration 13Q: 3 clusters Score -2.254696e+07 nChanged 5460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156249 members 
Mstep: Class 2 contains 19255 members 
Entering Unmasked Estep 
Score: -22551044.000000 Penalty: 5989.407227
	Iteration 14Q: 3 clusters Score -2.255104e+07 nChanged 4614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160831 members 
Mstep: Class 2 contains 14673 members 
Entering Unmasked Estep 
Score: -22554526.000000 Penalty: 5989.407227
	Iteration 15Q: 3 clusters Score -2.255453e+07 nChanged 3783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164612 members 
Mstep: Class 2 contains 10892 members 
Entering Unmasked Estep 
Score: -22557224.000000 Penalty: 5989.407227
	Iteration 16Q: 3 clusters Score -2.255722e+07 nChanged 2977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167585 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -22559254.000000 Penalty: 5989.407227
	Iteration 17Q: 3 clusters Score -2.255925e+07 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169901 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -22560748.000000 Penalty: 5989.407227
	Iteration 18Q: 3 clusters Score -2.256075e+07 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171601 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -22561798.000000 Penalty: 5989.407227
	Iteration 19Q: 3 clusters Score -2.25618e+07 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172822 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -22562646.000000 Penalty: 5989.407227
	Iteration 20F: 3 clusters Score -2.256265e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173659 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -22563172.000000 Penalty: 5989.407227
	Iteration 21Q: 3 clusters Score -2.256317e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174177 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -22563458.000000 Penalty: 5989.407227
	Iteration 22Q: 3 clusters Score -2.256346e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174473 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -22563578.000000 Penalty: 5989.407227
	Iteration 23Q: 3 clusters Score -2.256358e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174654 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -22563696.000000 Penalty: 5989.407227
	Iteration 24Q: 3 clusters Score -2.25637e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174760 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -22563744.000000 Penalty: 5989.407227
	Iteration 25Q: 3 clusters Score -2.256374e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174830 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -22563780.000000 Penalty: 5989.407227
	Iteration 26Q: 3 clusters Score -2.256378e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174877 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -22563846.000000 Penalty: 5989.407227
	Iteration 27Q: 3 clusters Score -2.256385e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174910 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -22563882.000000 Penalty: 5989.407227
	Iteration 28Q: 3 clusters Score -2.256388e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174932 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -22563902.000000 Penalty: 5989.407227
	Iteration 29Q: 3 clusters Score -2.25639e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174946 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -22563908.000000 Penalty: 5989.407227
	Iteration 30Q: 3 clusters Score -2.256391e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174960 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -22563912.000000 Penalty: 5989.407227
	Iteration 31Q: 3 clusters Score -2.256391e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174966 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -22563928.000000 Penalty: 5989.407227
	Iteration 32Q: 3 clusters Score -2.256393e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174973 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -22563946.000000 Penalty: 5989.407227
	Iteration 33Q: 3 clusters Score -2.256395e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174983 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -22563952.000000 Penalty: 5989.407227
	Iteration 34Q: 3 clusters Score -2.256395e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174988 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -22563934.000000 Penalty: 5989.407227
	Iteration 35Q: 3 clusters Score -2.256393e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174992 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -22563952.000000 Penalty: 5989.407227
	Iteration 36Q: 3 clusters Score -2.256395e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174995 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -22563962.000000 Penalty: 5989.407227
	Iteration 37Q: 3 clusters Score -2.256396e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174996 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -22563956.000000 Penalty: 5989.407227
	Iteration 38Q: 3 clusters Score -2.256396e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174997 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -22563970.000000 Penalty: 5989.407227
	Iteration 39Q: 3 clusters Score -2.256397e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174999 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -22563974.000000 Penalty: 5989.407227
	Iteration 40F: 3 clusters Score -2.256397e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175000 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -22563992.000000 Penalty: 5989.407227
	Iteration 41Q: 3 clusters Score -2.256399e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175007 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -22563978.000000 Penalty: 5989.407227
	Iteration 42Q: 3 clusters Score -2.256398e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175008 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -22563992.000000 Penalty: 5989.407227
	Iteration 43Q: 3 clusters Score -2.256399e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175010 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -22563988.000000 Penalty: 5989.407227
	Iteration 44Q: 3 clusters Score -2.256399e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175011 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -22563990.000000 Penalty: 5989.407227
	Iteration 45Q: 3 clusters Score -2.256399e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175012 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -22563988.000000 Penalty: 5989.407227
	Iteration 46Q: 3 clusters Score -2.256399e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175011 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -22563984.000000 Penalty: 5989.407227
	Iteration 47Q: 3 clusters Score -2.256398e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175010 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -22563994.000000 Penalty: 5989.407227
	Iteration 48Q: 3 clusters Score -2.256399e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175009 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -22563998.000000 Penalty: 5989.407227
	Iteration 49Q: 3 clusters Score -2.2564e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175009 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -22563998.000000 Penalty: 5989.407227
	Iteration 50F: 3 clusters Score -2.2564e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Entering Unmasked Estep 
Score: -42188.625000 Penalty: 1445.578491
	Iteration 0F: 2 clusters Score -42188.62 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 175 members 
Entering Unmasked Estep 
Score: -41027.640625 Penalty: 2891.156982
	Iteration 0F: 3 clusters Score -41027.64 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -41459.531250 Penalty: 2891.156982
	Iteration 1F: 3 clusters Score -41459.53 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -41608.253906 Penalty: 2891.156982
	Iteration 2F: 3 clusters Score -41608.25 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -41679.296875 Penalty: 2891.156982
	Iteration 3Q: 3 clusters Score -41679.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -41712.636719 Penalty: 2891.156982
	Iteration 4Q: 3 clusters Score -41712.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -41734.292969 Penalty: 2891.156982
	Iteration 5Q: 3 clusters Score -41734.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -41743.554688 Penalty: 2891.156982
	Iteration 6Q: 3 clusters Score -41743.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -41759.890625 Penalty: 2891.156982
	Iteration 7Q: 3 clusters Score -41759.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -41797.488281 Penalty: 2891.156982
	Iteration 8Q: 3 clusters Score -41797.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -41862.125000 Penalty: 2891.156982
	Iteration 9Q: 3 clusters Score -41862.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -41914.984375 Penalty: 2891.156982
	Iteration 10Q: 3 clusters Score -41914.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -41980.347656 Penalty: 2891.156982
	Iteration 11Q: 3 clusters Score -41980.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -42012.960938 Penalty: 2891.156982
	Iteration 12Q: 3 clusters Score -42012.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -42012.960938 Penalty: 2891.156982
	Iteration 13F: 3 clusters Score -42012.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Entering Unmasked Estep 
Score: -27403.414062 Penalty: 1323.709473
	Iteration 0F: 2 clusters Score -27403.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -26314.263672 Penalty: 2647.418945
	Iteration 0F: 3 clusters Score -26314.26 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -26477.898438 Penalty: 2647.418945
	Iteration 1F: 3 clusters Score -26477.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -26628.279297 Penalty: 2647.418945
	Iteration 2Q: 3 clusters Score -26628.28 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -26774.810547 Penalty: 2647.418945
	Iteration 3Q: 3 clusters Score -26774.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -26825.572266 Penalty: 2647.418945
	Iteration 4Q: 3 clusters Score -26825.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -26863.550781 Penalty: 2647.418945
	Iteration 5Q: 3 clusters Score -26863.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -26869.402344 Penalty: 2647.418945
	Iteration 6F: 3 clusters Score -26869.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -26890.613281 Penalty: 2647.418945
	Iteration 7Q: 3 clusters Score -26890.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -26911.537109 Penalty: 2647.418945
	Iteration 8Q: 3 clusters Score -26911.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -26911.537109 Penalty: 2647.418945
	Iteration 9F: 3 clusters Score -26911.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Entering Unmasked Estep 
Score: -53544.308594 Penalty: 1456.285278
	Iteration 0F: 2 clusters Score -53544.31 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 175 members 
Entering Unmasked Estep 
Score: -52198.566406 Penalty: 2912.570557
	Iteration 0F: 3 clusters Score -52198.57 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -52377.160156 Penalty: 2912.570557
	Iteration 1F: 3 clusters Score -52377.16 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -52450.750000 Penalty: 2912.570557
	Iteration 2F: 3 clusters Score -52450.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -52472.421875 Penalty: 2912.570557
	Iteration 3Q: 3 clusters Score -52472.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -52494.691406 Penalty: 2912.570557
	Iteration 4Q: 3 clusters Score -52494.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -52510.664062 Penalty: 2912.570557
	Iteration 5Q: 3 clusters Score -52510.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -52516.324219 Penalty: 2912.570557
	Iteration 6Q: 3 clusters Score -52516.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -52527.585938 Penalty: 2912.570557
	Iteration 7Q: 3 clusters Score -52527.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -52529.933594 Penalty: 2912.570557
	Iteration 8Q: 3 clusters Score -52529.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -52535.019531 Penalty: 2912.570557
	Iteration 9Q: 3 clusters Score -52535.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -52535.019531 Penalty: 2912.570557
	Iteration 10F: 3 clusters Score -52535.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (4301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Entering Unmasked Estep 
Score: -549211.937500 Penalty: 2074.917480
	Iteration 0F: 2 clusters Score -549211.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -545074.687500 Penalty: 4149.834961
	Iteration 0F: 3 clusters Score -545074.7 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -545986.187500 Penalty: 4149.834961
	Iteration 1F: 3 clusters Score -545986.2 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -546199.562500 Penalty: 4149.834961
	Iteration 2F: 3 clusters Score -546199.6 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -546332.250000 Penalty: 4149.834961
	Iteration 3F: 3 clusters Score -546332.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -546425.625000 Penalty: 4149.834961
	Iteration 4Q: 3 clusters Score -546425.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -546483.937500 Penalty: 4149.834961
	Iteration 5Q: 3 clusters Score -546483.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -546526.875000 Penalty: 4149.834961
	Iteration 6Q: 3 clusters Score -546526.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -546572.812500 Penalty: 4149.834961
	Iteration 7Q: 3 clusters Score -546572.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -546612.562500 Penalty: 4149.834961
	Iteration 8Q: 3 clusters Score -546612.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -546647.437500 Penalty: 4149.834961
	Iteration 9Q: 3 clusters Score -546647.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -546692.062500 Penalty: 4149.834961
	Iteration 10Q: 3 clusters Score -546692.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -546736.312500 Penalty: 4149.834961
	Iteration 11Q: 3 clusters Score -546736.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -546778.625000 Penalty: 4149.834961
	Iteration 12Q: 3 clusters Score -546778.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -546823.687500 Penalty: 4149.834961
	Iteration 13Q: 3 clusters Score -546823.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -546869.125000 Penalty: 4149.834961
	Iteration 14Q: 3 clusters Score -546869.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -546907.187500 Penalty: 4149.834961
	Iteration 15Q: 3 clusters Score -546907.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -546949.625000 Penalty: 4149.834961
	Iteration 16Q: 3 clusters Score -546949.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -546992.062500 Penalty: 4149.834961
	Iteration 17Q: 3 clusters Score -546992.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -547033.000000 Penalty: 4149.834961
	Iteration 18Q: 3 clusters Score -547033 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -547074.687500 Penalty: 4149.834961
	Iteration 19Q: 3 clusters Score -547074.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -547117.812500 Penalty: 4149.834961
	Iteration 20F: 3 clusters Score -547117.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -547148.812500 Penalty: 4149.834961
	Iteration 21Q: 3 clusters Score -547148.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -547175.625000 Penalty: 4149.834961
	Iteration 22Q: 3 clusters Score -547175.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -547207.812500 Penalty: 4149.834961
	Iteration 23Q: 3 clusters Score -547207.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -547243.187500 Penalty: 4149.834961
	Iteration 24Q: 3 clusters Score -547243.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -547272.062500 Penalty: 4149.834961
	Iteration 25Q: 3 clusters Score -547272.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -547301.625000 Penalty: 4149.834961
	Iteration 26Q: 3 clusters Score -547301.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -547333.375000 Penalty: 4149.834961
	Iteration 27Q: 3 clusters Score -547333.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -547364.062500 Penalty: 4149.834961
	Iteration 28Q: 3 clusters Score -547364.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -547395.312500 Penalty: 4149.834961
	Iteration 29Q: 3 clusters Score -547395.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -547425.500000 Penalty: 4149.834961
	Iteration 30Q: 3 clusters Score -547425.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -547456.375000 Penalty: 4149.834961
	Iteration 31Q: 3 clusters Score -547456.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -547480.812500 Penalty: 4149.834961
	Iteration 32Q: 3 clusters Score -547480.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -547508.250000 Penalty: 4149.834961
	Iteration 33Q: 3 clusters Score -547508.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -547535.437500 Penalty: 4149.834961
	Iteration 34Q: 3 clusters Score -547535.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -547558.125000 Penalty: 4149.834961
	Iteration 35Q: 3 clusters Score -547558.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -547578.312500 Penalty: 4149.834961
	Iteration 36Q: 3 clusters Score -547578.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -547588.687500 Penalty: 4149.834961
	Iteration 37Q: 3 clusters Score -547588.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -547597.187500 Penalty: 4149.834961
	Iteration 38Q: 3 clusters Score -547597.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -547605.312500 Penalty: 4149.834961
	Iteration 39Q: 3 clusters Score -547605.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -547607.375000 Penalty: 4149.834961
	Iteration 40F: 3 clusters Score -547607.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -547610.875000 Penalty: 4149.834961
	Iteration 41Q: 3 clusters Score -547610.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -547614.812500 Penalty: 4149.834961
	Iteration 42Q: 3 clusters Score -547614.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -547614.875000 Penalty: 4149.834961
	Iteration 43Q: 3 clusters Score -547614.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -547615.312500 Penalty: 4149.834961
	Iteration 44Q: 3 clusters Score -547615.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -547616.375000 Penalty: 4149.834961
	Iteration 45Q: 3 clusters Score -547616.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -547615.875000 Penalty: 4149.834961
	Iteration 46Q: 3 clusters Score -547615.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -547615.875000 Penalty: 4149.834961
	Iteration 47F: 3 clusters Score -547615.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (2518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Entering Unmasked Estep 
Score: -311198.250000 Penalty: 1942.142578
	Iteration 0F: 2 clusters Score -311198.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -308189.093750 Penalty: 3884.285156
	Iteration 0F: 3 clusters Score -308189.1 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -308765.156250 Penalty: 3884.285156
	Iteration 1F: 3 clusters Score -308765.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -308937.687500 Penalty: 3884.285156
	Iteration 2F: 3 clusters Score -308937.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -309028.000000 Penalty: 3884.285156
	Iteration 3Q: 3 clusters Score -309028 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -309083.468750 Penalty: 3884.285156
	Iteration 4Q: 3 clusters Score -309083.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -309123.375000 Penalty: 3884.285156
	Iteration 5Q: 3 clusters Score -309123.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -309164.937500 Penalty: 3884.285156
	Iteration 6Q: 3 clusters Score -309164.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -309219.250000 Penalty: 3884.285156
	Iteration 7Q: 3 clusters Score -309219.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -309293.125000 Penalty: 3884.285156
	Iteration 8Q: 3 clusters Score -309293.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -309377.843750 Penalty: 3884.285156
	Iteration 9Q: 3 clusters Score -309377.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -309497.843750 Penalty: 3884.285156
	Iteration 10Q: 3 clusters Score -309497.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -309622.718750 Penalty: 3884.285156
	Iteration 11Q: 3 clusters Score -309622.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -309702.937500 Penalty: 3884.285156
	Iteration 12Q: 3 clusters Score -309702.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -309806.125000 Penalty: 3884.285156
	Iteration 13Q: 3 clusters Score -309806.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -309924.125000 Penalty: 3884.285156
	Iteration 14Q: 3 clusters Score -309924.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -310061.031250 Penalty: 3884.285156
	Iteration 15Q: 3 clusters Score -310061 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -310212.781250 Penalty: 3884.285156
	Iteration 16Q: 3 clusters Score -310212.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -310345.125000 Penalty: 3884.285156
	Iteration 17Q: 3 clusters Score -310345.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -310425.843750 Penalty: 3884.285156
	Iteration 18Q: 3 clusters Score -310425.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -310471.906250 Penalty: 3884.285156
	Iteration 19Q: 3 clusters Score -310471.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -310500.687500 Penalty: 3884.285156
	Iteration 20F: 3 clusters Score -310500.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -310529.968750 Penalty: 3884.285156
	Iteration 21Q: 3 clusters Score -310530 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -310562.906250 Penalty: 3884.285156
	Iteration 22Q: 3 clusters Score -310562.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -310606.125000 Penalty: 3884.285156
	Iteration 23Q: 3 clusters Score -310606.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -310633.250000 Penalty: 3884.285156
	Iteration 24Q: 3 clusters Score -310633.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -310645.625000 Penalty: 3884.285156
	Iteration 25Q: 3 clusters Score -310645.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -310650.531250 Penalty: 3884.285156
	Iteration 26Q: 3 clusters Score -310650.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -310652.531250 Penalty: 3884.285156
	Iteration 27Q: 3 clusters Score -310652.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -310654.531250 Penalty: 3884.285156
	Iteration 28Q: 3 clusters Score -310654.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -310654.937500 Penalty: 3884.285156
	Iteration 29Q: 3 clusters Score -310654.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -310654.937500 Penalty: 3884.285156
	Iteration 30F: 3 clusters Score -310654.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Entering Unmasked Estep 
Score: -23169.886719 Penalty: 1286.471680
	Iteration 0F: 2 clusters Score -23169.89 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 86 members 
Entering Unmasked Estep 
Score: -22095.806641 Penalty: 2572.943359
	Iteration 0F: 3 clusters Score -22095.81 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -22247.019531 Penalty: 2572.943359
	Iteration 1F: 3 clusters Score -22247.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -22362.748047 Penalty: 2572.943359
	Iteration 2Q: 3 clusters Score -22362.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -22403.261719 Penalty: 2572.943359
	Iteration 3Q: 3 clusters Score -22403.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -22405.117188 Penalty: 2572.943359
	Iteration 4Q: 3 clusters Score -22405.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -22419.236328 Penalty: 2572.943359
	Iteration 5Q: 3 clusters Score -22419.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -22431.492188 Penalty: 2572.943359
	Iteration 6Q: 3 clusters Score -22431.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -22436.568359 Penalty: 2572.943359
	Iteration 7Q: 3 clusters Score -22436.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -22444.875000 Penalty: 2572.943359
	Iteration 8Q: 3 clusters Score -22444.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -22444.875000 Penalty: 2572.943359
	Iteration 9F: 3 clusters Score -22444.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (10459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10459 members 
Entering Unmasked Estep 
Score: -1325968.500000 Penalty: 2295.294189
	Iteration 0F: 2 clusters Score -1325968 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -1318017.750000 Penalty: 4590.588379
	Iteration 0F: 3 clusters Score -1318018 nChanged 4379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -1320329.125000 Penalty: 4590.588379
	Iteration 1F: 3 clusters Score -1320329 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -1320635.500000 Penalty: 4590.588379
	Iteration 2F: 3 clusters Score -1320636 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -1320904.250000 Penalty: 4590.588379
	Iteration 3F: 3 clusters Score -1320904 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -1321146.625000 Penalty: 4590.588379
	Iteration 4Q: 3 clusters Score -1321147 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -1321347.625000 Penalty: 4590.588379
	Iteration 5Q: 3 clusters Score -1321348 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -1321564.875000 Penalty: 4590.588379
	Iteration 6Q: 3 clusters Score -1321565 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -1321805.500000 Penalty: 4590.588379
	Iteration 7Q: 3 clusters Score -1321806 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -1322086.500000 Penalty: 4590.588379
	Iteration 8Q: 3 clusters Score -1322086 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -1322364.500000 Penalty: 4590.588379
	Iteration 9Q: 3 clusters Score -1322364 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -1322646.875000 Penalty: 4590.588379
	Iteration 10Q: 3 clusters Score -1322647 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -1322903.625000 Penalty: 4590.588379
	Iteration 11Q: 3 clusters Score -1322904 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -1323105.250000 Penalty: 4590.588379
	Iteration 12Q: 3 clusters Score -1323105 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -1323249.875000 Penalty: 4590.588379
	Iteration 13Q: 3 clusters Score -1323250 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
Score: -1323381.875000 Penalty: 4590.588379
	Iteration 14Q: 3 clusters Score -1323382 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -1323497.625000 Penalty: 4590.588379
	Iteration 15Q: 3 clusters Score -1323498 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -1323602.875000 Penalty: 4590.588379
	Iteration 16Q: 3 clusters Score -1323603 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
Score: -1323683.750000 Penalty: 4590.588379
	Iteration 17Q: 3 clusters Score -1323684 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 9588 members 
Entering Unmasked Estep 
Score: -1323742.250000 Penalty: 4590.588379
	Iteration 18Q: 3 clusters Score -1323742 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -1323796.750000 Penalty: 4590.588379
	Iteration 19Q: 3 clusters Score -1323797 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -1323834.375000 Penalty: 4590.588379
	Iteration 20F: 3 clusters Score -1323834 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -1323868.750000 Penalty: 4590.588379
	Iteration 21Q: 3 clusters Score -1323869 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -1323903.250000 Penalty: 4590.588379
	Iteration 22Q: 3 clusters Score -1323903 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -1323934.625000 Penalty: 4590.588379
	Iteration 23Q: 3 clusters Score -1323935 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 9809 members 
Entering Unmasked Estep 
Score: -1323962.625000 Penalty: 4590.588379
	Iteration 24Q: 3 clusters Score -1323963 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
Score: -1323982.000000 Penalty: 4590.588379
	Iteration 25Q: 3 clusters Score -1323982 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 9822 members 
Entering Unmasked Estep 
Score: -1323991.375000 Penalty: 4590.588379
	Iteration 26Q: 3 clusters Score -1323991 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 9837 members 
Entering Unmasked Estep 
Score: -1324004.625000 Penalty: 4590.588379
	Iteration 27Q: 3 clusters Score -1324005 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -1324013.375000 Penalty: 4590.588379
	Iteration 28Q: 3 clusters Score -1324013 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -1324017.625000 Penalty: 4590.588379
	Iteration 29Q: 3 clusters Score -1324018 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 9858 members 
Entering Unmasked Estep 
Score: -1324020.750000 Penalty: 4590.588379
	Iteration 30Q: 3 clusters Score -1324021 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 9860 members 
Entering Unmasked Estep 
Score: -1324024.000000 Penalty: 4590.588379
	Iteration 31Q: 3 clusters Score -1324024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 9859 members 
Entering Unmasked Estep 
Score: -1324022.500000 Penalty: 4590.588379
	Iteration 32Q: 3 clusters Score -1324022 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 9859 members 
Entering Unmasked Estep 
Score: -1324022.500000 Penalty: 4590.588379
	Iteration 33F: 3 clusters Score -1324022 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Entering Unmasked Estep 
Score: -95705.804688 Penalty: 1608.567871
	Iteration 0F: 2 clusters Score -95705.8 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 342 members 
Entering Unmasked Estep 
Score: -94103.648438 Penalty: 3217.135742
	Iteration 0F: 3 clusters Score -94103.65 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -94701.101562 Penalty: 3217.135742
	Iteration 1F: 3 clusters Score -94701.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -95138.335938 Penalty: 3217.135742
	Iteration 2F: 3 clusters Score -95138.34 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -95561.843750 Penalty: 3217.135742
	Iteration 3F: 3 clusters Score -95561.84 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -95800.695312 Penalty: 3217.135742
	Iteration 4F: 3 clusters Score -95800.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -95867.648438 Penalty: 3217.135742
	Iteration 5Q: 3 clusters Score -95867.65 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -95957.656250 Penalty: 3217.135742
	Iteration 6Q: 3 clusters Score -95957.66 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -96125.265625 Penalty: 3217.135742
	Iteration 7Q: 3 clusters Score -96125.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -96169.125000 Penalty: 3217.135742
	Iteration 8Q: 3 clusters Score -96169.12 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -96231.476562 Penalty: 3217.135742
	Iteration 9Q: 3 clusters Score -96231.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -96301.875000 Penalty: 3217.135742
	Iteration 10Q: 3 clusters Score -96301.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -96347.429688 Penalty: 3217.135742
	Iteration 11Q: 3 clusters Score -96347.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -96365.289062 Penalty: 3217.135742
	Iteration 12Q: 3 clusters Score -96365.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -96371.445312 Penalty: 3217.135742
	Iteration 13Q: 3 clusters Score -96371.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -96376.242188 Penalty: 3217.135742
	Iteration 14Q: 3 clusters Score -96376.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -96379.148438 Penalty: 3217.135742
	Iteration 15Q: 3 clusters Score -96379.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -96380.820312 Penalty: 3217.135742
	Iteration 16Q: 3 clusters Score -96380.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -96381.703125 Penalty: 3217.135742
	Iteration 17Q: 3 clusters Score -96381.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -96387.640625 Penalty: 3217.135742
	Iteration 18F: 3 clusters Score -96387.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -96397.312500 Penalty: 3217.135742
	Iteration 19Q: 3 clusters Score -96397.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -96397.312500 Penalty: 3217.135742
	Iteration 20F: 3 clusters Score -96397.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 52553 members 
Mstep: Class 3 contains 5280 members 
Mstep: Class 4 contains 27249 members 
Mstep: Class 5 contains 8286 members 
Mstep: Class 6 contains 4490 members 
Mstep: Class 7 contains 26582 members 
Mstep: Class 8 contains 749 members 
Mstep: Class 9 contains 10973 members 
Mstep: Class 10 contains 3040 members 
Mstep: Class 11 contains 37309 members 
Mstep: Class 12 contains 23336 members 
Mstep: Class 13 contains 215708 members 
Mstep: Class 14 contains 40995 members 
Mstep: Class 15 contains 688 members 
Mstep: Class 16 contains 29095 members 
Mstep: Class 17 contains 9366 members 
Mstep: Class 18 contains 14308 members 
Mstep: Class 19 contains 61584 members 
Mstep: Class 20 contains 10998 members 
Mstep: Class 21 contains 16567 members 
Mstep: Class 22 contains 2993 members 
Mstep: Class 23 contains 2570 members 
Mstep: Class 24 contains 18665 members 
Mstep: Class 25 contains 2068 members 
Mstep: Class 26 contains 22288 members 
Mstep: Class 27 contains 6174 members 
Mstep: Class 28 contains 4145 members 
Mstep: Class 29 contains 37122 members 
Mstep: Class 30 contains 4527 members 
Mstep: Class 31 contains 481 members 
Mstep: Class 32 contains 382 members 
Mstep: Class 33 contains 38551 members 
Mstep: Class 34 contains 605 members 
Mstep: Class 35 contains 8732 members 
Mstep: Class 36 contains 2453 members 
Mstep: Class 37 contains 164248 members 
Mstep: Class 38 contains 8339 members 
Mstep: Class 39 contains 4265 members 
Mstep: Class 40 contains 5324 members 
Mstep: Class 41 contains 2913 members 
Mstep: Class 42 contains 3709 members 
Mstep: Class 43 contains 550 members 
Mstep: Class 44 contains 3468 members 
Mstep: Class 45 contains 1907 members 
Mstep: Class 46 contains 391 members 
Mstep: Class 47 contains 5100 members 
Mstep: Class 48 contains 1825 members 
Mstep: Class 49 contains 4225 members 
Mstep: Class 50 contains 6309 members 
Mstep: Class 51 contains 175504 members 
Mstep: Class 52 contains 340 members 
Mstep: Class 53 contains 208 members 
Mstep: Class 54 contains 355 members 
Mstep: Class 55 contains 4301 members 
Mstep: Class 56 contains 2518 members 
Mstep: Class 57 contains 179 members 
Mstep: Class 58 contains 10459 members 
Mstep: Class 59 contains 306 members 
Mstep: Class 60 contains 17851 members 
Mstep: Class 61 contains 255 members 
Mstep: Class 62 contains 1211 members 
Mstep: Class 63 contains 438 members 
Mstep: Class 64 contains 344 members 
Mstep: Class 65 contains 613 members 
Mstep: Class 66 contains 1911 members 
Mstep: Class 67 contains 187 members 
Mstep: Class 68 contains 327 members 
Mstep: Class 69 contains 164 members 
Mstep: Class 70 contains 306 members 
Mstep: Class 71 contains 2351 members 
Mstep: Class 72 contains 443 members 
Mstep: Class 73 contains 379 members 
Mstep: Class 74 contains 226 members 
Mstep: Class 75 contains 506 members 
Mstep: Class 76 contains 228 members 
Mstep: Class 77 contains 397 members 
Mstep: Class 78 contains 491 members 
Mstep: Class 79 contains 1161 members 
Mstep: Class 80 contains 350 members 
Entering Unmasked Estep 
Score: -147552592.000000 Penalty: 277521.750000
Splitting cluster 59 changes total score from -147553632.000000 to -147552592.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 60 (17851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17851 members 
Entering Unmasked Estep 
Score: -2277570.500000 Penalty: 2427.874023
	Iteration 0F: 2 clusters Score -2277570 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -2264898.000000 Penalty: 4855.748047
	Iteration 0F: 3 clusters Score -2264898 nChanged 7809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 9324 members 
Entering Unmasked Estep 
Score: -2269009.750000 Penalty: 4855.748047
	Iteration 1F: 3 clusters Score -2269010 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 9604 members 
Entering Unmasked Estep 
Score: -2269428.500000 Penalty: 4855.748047
	Iteration 2F: 3 clusters Score -2269428 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 9906 members 
Entering Unmasked Estep 
Score: -2269789.250000 Penalty: 4855.748047
	Iteration 3Q: 3 clusters Score -2269789 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -2270137.750000 Penalty: 4855.748047
	Iteration 4Q: 3 clusters Score -2270138 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 10662 members 
Entering Unmasked Estep 
Score: -2270479.000000 Penalty: 4855.748047
	Iteration 5Q: 3 clusters Score -2270479 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 11146 members 
Entering Unmasked Estep 
Score: -2270852.250000 Penalty: 4855.748047
	Iteration 6Q: 3 clusters Score -2270852 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 11736 members 
Entering Unmasked Estep 
Score: -2271265.250000 Penalty: 4855.748047
	Iteration 7Q: 3 clusters Score -2271265 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 12395 members 
Entering Unmasked Estep 
Score: -2271715.000000 Penalty: 4855.748047
	Iteration 8Q: 3 clusters Score -2271715 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 13089 members 
Entering Unmasked Estep 
Score: -2272167.500000 Penalty: 4855.748047
	Iteration 9Q: 3 clusters Score -2272168 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 13785 members 
Entering Unmasked Estep 
Score: -2272623.500000 Penalty: 4855.748047
	Iteration 10Q: 3 clusters Score -2272624 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 14468 members 
Entering Unmasked Estep 
Score: -2273099.250000 Penalty: 4855.748047
	Iteration 11Q: 3 clusters Score -2273099 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 15137 members 
Entering Unmasked Estep 
Score: -2273589.750000 Penalty: 4855.748047
	Iteration 12Q: 3 clusters Score -2273590 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 15745 members 
Entering Unmasked Estep 
Score: -2274042.000000 Penalty: 4855.748047
	Iteration 13Q: 3 clusters Score -2274042 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 16236 members 
Entering Unmasked Estep 
Score: -2274429.500000 Penalty: 4855.748047
	Iteration 14Q: 3 clusters Score -2274430 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 16607 members 
Entering Unmasked Estep 
Score: -2274715.250000 Penalty: 4855.748047
	Iteration 15Q: 3 clusters Score -2274715 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 16851 members 
Entering Unmasked Estep 
Score: -2274916.250000 Penalty: 4855.748047
	Iteration 16Q: 3 clusters Score -2274916 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 17027 members 
Entering Unmasked Estep 
Score: -2275061.000000 Penalty: 4855.748047
	Iteration 17Q: 3 clusters Score -2275061 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 17154 members 
Entering Unmasked Estep 
Score: -2275169.500000 Penalty: 4855.748047
	Iteration 18Q: 3 clusters Score -2275170 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 17242 members 
Entering Unmasked Estep 
Score: -2275260.250000 Penalty: 4855.748047
	Iteration 19Q: 3 clusters Score -2275260 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 17303 members 
Entering Unmasked Estep 
Score: -2275331.500000 Penalty: 4855.748047
	Iteration 20F: 3 clusters Score -2275332 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 17346 members 
Entering Unmasked Estep 
Score: -2275395.250000 Penalty: 4855.748047
	Iteration 21Q: 3 clusters Score -2275395 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 17383 members 
Entering Unmasked Estep 
Score: -2275429.500000 Penalty: 4855.748047
	Iteration 22Q: 3 clusters Score -2275430 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 17407 members 
Entering Unmasked Estep 
Score: -2275460.000000 Penalty: 4855.748047
	Iteration 23Q: 3 clusters Score -2275460 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 17424 members 
Entering Unmasked Estep 
Score: -2275477.250000 Penalty: 4855.748047
	Iteration 24Q: 3 clusters Score -2275477 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 17431 members 
Entering Unmasked Estep 
Score: -2275485.500000 Penalty: 4855.748047
	Iteration 25Q: 3 clusters Score -2275486 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 17438 members 
Entering Unmasked Estep 
Score: -2275488.250000 Penalty: 4855.748047
	Iteration 26Q: 3 clusters Score -2275488 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 17443 members 
Entering Unmasked Estep 
Score: -2275494.000000 Penalty: 4855.748047
	Iteration 27Q: 3 clusters Score -2275494 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 17451 members 
Entering Unmasked Estep 
Score: -2275496.500000 Penalty: 4855.748047
	Iteration 28Q: 3 clusters Score -2275496 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 17454 members 
Entering Unmasked Estep 
Score: -2275500.500000 Penalty: 4855.748047
	Iteration 29Q: 3 clusters Score -2275500 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 17458 members 
Entering Unmasked Estep 
Score: -2275502.750000 Penalty: 4855.748047
	Iteration 30Q: 3 clusters Score -2275503 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 17465 members 
Entering Unmasked Estep 
Score: -2275510.000000 Penalty: 4855.748047
	Iteration 31Q: 3 clusters Score -2275510 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 17468 members 
Entering Unmasked Estep 
Score: -2275515.000000 Penalty: 4855.748047
	Iteration 32Q: 3 clusters Score -2275515 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 17470 members 
Entering Unmasked Estep 
Score: -2275517.250000 Penalty: 4855.748047
	Iteration 33Q: 3 clusters Score -2275517 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 17470 members 
Entering Unmasked Estep 
Score: -2275518.750000 Penalty: 4855.748047
	Iteration 34Q: 3 clusters Score -2275519 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 17469 members 
Entering Unmasked Estep 
Score: -2275518.500000 Penalty: 4855.748047
	Iteration 35Q: 3 clusters Score -2275518 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 17469 members 
Entering Unmasked Estep 
Score: -2275518.500000 Penalty: 4855.748047
	Iteration 36F: 3 clusters Score -2275518 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Entering Unmasked Estep 
Score: -26085.666016 Penalty: 1374.233398
	Iteration 0F: 2 clusters Score -26085.67 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 131 members 
Entering Unmasked Estep 
Score: -24953.687500 Penalty: 2748.466797
	Iteration 0F: 3 clusters Score -24953.69 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -25050.423828 Penalty: 2748.466797
	Iteration 1F: 3 clusters Score -25050.42 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -25078.535156 Penalty: 2748.466797
	Iteration 2Q: 3 clusters Score -25078.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -25081.925781 Penalty: 2748.466797
	Iteration 3Q: 3 clusters Score -25081.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -25085.150391 Penalty: 2748.466797
	Iteration 4Q: 3 clusters Score -25085.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -25085.150391 Penalty: 2748.466797
	Iteration 5F: 3 clusters Score -25085.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (1211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Entering Unmasked Estep 
Score: -154869.500000 Penalty: 1760.602051
	Iteration 0F: 2 clusters Score -154869.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -152879.218750 Penalty: 3521.204102
	Iteration 0F: 3 clusters Score -152879.2 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -153655.015625 Penalty: 3521.204102
	Iteration 1F: 3 clusters Score -153655 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -154010.296875 Penalty: 3521.204102
	Iteration 2F: 3 clusters Score -154010.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -154192.312500 Penalty: 3521.204102
	Iteration 3F: 3 clusters Score -154192.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -154283.890625 Penalty: 3521.204102
	Iteration 4Q: 3 clusters Score -154283.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -154339.671875 Penalty: 3521.204102
	Iteration 5Q: 3 clusters Score -154339.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -154392.031250 Penalty: 3521.204102
	Iteration 6Q: 3 clusters Score -154392 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -154417.093750 Penalty: 3521.204102
	Iteration 7Q: 3 clusters Score -154417.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -154433.375000 Penalty: 3521.204102
	Iteration 8Q: 3 clusters Score -154433.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -154448.906250 Penalty: 3521.204102
	Iteration 9Q: 3 clusters Score -154448.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -154461.796875 Penalty: 3521.204102
	Iteration 10Q: 3 clusters Score -154461.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -154468.250000 Penalty: 3521.204102
	Iteration 11Q: 3 clusters Score -154468.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -154471.968750 Penalty: 3521.204102
	Iteration 12Q: 3 clusters Score -154472 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -154480.765625 Penalty: 3521.204102
	Iteration 13Q: 3 clusters Score -154480.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -154486.812500 Penalty: 3521.204102
	Iteration 14Q: 3 clusters Score -154486.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -154495.187500 Penalty: 3521.204102
	Iteration 15Q: 3 clusters Score -154495.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -154504.640625 Penalty: 3521.204102
	Iteration 16Q: 3 clusters Score -154504.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -154523.484375 Penalty: 3521.204102
	Iteration 17Q: 3 clusters Score -154523.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -154526.671875 Penalty: 3521.204102
	Iteration 18Q: 3 clusters Score -154526.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -154528.765625 Penalty: 3521.204102
	Iteration 19Q: 3 clusters Score -154528.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -154533.828125 Penalty: 3521.204102
	Iteration 20F: 3 clusters Score -154533.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -154535.093750 Penalty: 3521.204102
	Iteration 21Q: 3 clusters Score -154535.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -154535.093750 Penalty: 3521.204102
	Iteration 22F: 3 clusters Score -154535.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Entering Unmasked Estep 
Score: -64529.480469 Penalty: 1508.390381
	Iteration 0F: 2 clusters Score -64529.48 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 225 members 
Entering Unmasked Estep 
Score: -63085.468750 Penalty: 3016.780762
	Iteration 0F: 3 clusters Score -63085.47 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -63375.035156 Penalty: 3016.780762
	Iteration 1F: 3 clusters Score -63375.04 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -63570.812500 Penalty: 3016.780762
	Iteration 2F: 3 clusters Score -63570.81 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -63776.304688 Penalty: 3016.780762
	Iteration 3F: 3 clusters Score -63776.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -63954.941406 Penalty: 3016.780762
	Iteration 4F: 3 clusters Score -63954.94 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -64159.039062 Penalty: 3016.780762
	Iteration 5F: 3 clusters Score -64159.04 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -64526.816406 Penalty: 3016.780762
	Iteration 6F: 3 clusters Score -64526.82 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -64926.636719 Penalty: 3016.780762
	Iteration 7Q: 3 clusters Score -64926.64 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -65181.246094 Penalty: 3016.780762
	Iteration 8Q: 3 clusters Score -65181.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -65290.992188 Penalty: 3016.780762
	Iteration 9Q: 3 clusters Score -65290.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -65295.761719 Penalty: 3016.780762
	Iteration 10Q: 3 clusters Score -65295.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -65297.246094 Penalty: 3016.780762
	Iteration 11F: 3 clusters Score -65297.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -65302.820312 Penalty: 3016.780762
	Iteration 12Q: 3 clusters Score -65302.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -65302.820312 Penalty: 3016.780762
	Iteration 13F: 3 clusters Score -65302.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 52553 members 
Mstep: Class 3 contains 5280 members 
Mstep: Class 4 contains 27249 members 
Mstep: Class 5 contains 8286 members 
Mstep: Class 6 contains 4490 members 
Mstep: Class 7 contains 26582 members 
Mstep: Class 8 contains 749 members 
Mstep: Class 9 contains 10973 members 
Mstep: Class 10 contains 3040 members 
Mstep: Class 11 contains 37309 members 
Mstep: Class 12 contains 23336 members 
Mstep: Class 13 contains 215708 members 
Mstep: Class 14 contains 40995 members 
Mstep: Class 15 contains 688 members 
Mstep: Class 16 contains 29095 members 
Mstep: Class 17 contains 9366 members 
Mstep: Class 18 contains 14308 members 
Mstep: Class 19 contains 61584 members 
Mstep: Class 20 contains 10998 members 
Mstep: Class 21 contains 16567 members 
Mstep: Class 22 contains 2993 members 
Mstep: Class 23 contains 2570 members 
Mstep: Class 24 contains 18665 members 
Mstep: Class 25 contains 2068 members 
Mstep: Class 26 contains 22288 members 
Mstep: Class 27 contains 6174 members 
Mstep: Class 28 contains 4145 members 
Mstep: Class 29 contains 37122 members 
Mstep: Class 30 contains 4527 members 
Mstep: Class 31 contains 481 members 
Mstep: Class 32 contains 382 members 
Mstep: Class 33 contains 38551 members 
Mstep: Class 34 contains 605 members 
Mstep: Class 35 contains 8732 members 
Mstep: Class 36 contains 2453 members 
Mstep: Class 37 contains 164248 members 
Mstep: Class 38 contains 8339 members 
Mstep: Class 39 contains 4265 members 
Mstep: Class 40 contains 5324 members 
Mstep: Class 41 contains 2913 members 
Mstep: Class 42 contains 3709 members 
Mstep: Class 43 contains 550 members 
Mstep: Class 44 contains 3468 members 
Mstep: Class 45 contains 1907 members 
Mstep: Class 46 contains 391 members 
Mstep: Class 47 contains 5100 members 
Mstep: Class 48 contains 1825 members 
Mstep: Class 49 contains 4225 members 
Mstep: Class 50 contains 6309 members 
Mstep: Class 51 contains 175504 members 
Mstep: Class 52 contains 340 members 
Mstep: Class 53 contains 208 members 
Mstep: Class 54 contains 355 members 
Mstep: Class 55 contains 4301 members 
Mstep: Class 56 contains 2518 members 
Mstep: Class 57 contains 179 members 
Mstep: Class 58 contains 10459 members 
Mstep: Class 59 contains 656 members 
Mstep: Class 60 contains 17851 members 
Mstep: Class 61 contains 255 members 
Mstep: Class 62 contains 1211 members 
Mstep: Class 63 contains 195 members 
Mstep: Class 64 contains 344 members 
Mstep: Class 65 contains 613 members 
Mstep: Class 66 contains 1911 members 
Mstep: Class 67 contains 187 members 
Mstep: Class 68 contains 327 members 
Mstep: Class 69 contains 164 members 
Mstep: Class 70 contains 306 members 
Mstep: Class 71 contains 2351 members 
Mstep: Class 72 contains 443 members 
Mstep: Class 73 contains 379 members 
Mstep: Class 74 contains 226 members 
Mstep: Class 75 contains 506 members 
Mstep: Class 76 contains 228 members 
Mstep: Class 77 contains 397 members 
Mstep: Class 78 contains 491 members 
Mstep: Class 79 contains 1161 members 
Mstep: Class 80 contains 243 members 
Entering Unmasked Estep 
Score: -147552544.000000 Penalty: 277521.750000
Splitting cluster 63 changes total score from -147553632.000000 to -147552544.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 64 (344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Entering Unmasked Estep 
Score: -49866.589844 Penalty: 1448.479126
	Iteration 0F: 2 clusters Score -49866.59 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 161 members 
Entering Unmasked Estep 
Score: -48516.898438 Penalty: 2896.958252
	Iteration 0F: 3 clusters Score -48516.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -48669.949219 Penalty: 2896.958252
	Iteration 1F: 3 clusters Score -48669.95 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -48819.308594 Penalty: 2896.958252
	Iteration 2F: 3 clusters Score -48819.31 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -48958.917969 Penalty: 2896.958252
	Iteration 3F: 3 clusters Score -48958.92 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -49023.777344 Penalty: 2896.958252
	Iteration 4Q: 3 clusters Score -49023.78 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -49065.085938 Penalty: 2896.958252
	Iteration 5Q: 3 clusters Score -49065.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -49092.468750 Penalty: 2896.958252
	Iteration 6Q: 3 clusters Score -49092.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -49113.375000 Penalty: 2896.958252
	Iteration 7Q: 3 clusters Score -49113.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -49158.355469 Penalty: 2896.958252
	Iteration 8Q: 3 clusters Score -49158.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -49192.378906 Penalty: 2896.958252
	Iteration 9Q: 3 clusters Score -49192.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -49239.253906 Penalty: 2896.958252
	Iteration 10Q: 3 clusters Score -49239.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -49247.371094 Penalty: 2896.958252
	Iteration 11Q: 3 clusters Score -49247.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -49268.214844 Penalty: 2896.958252
	Iteration 12Q: 3 clusters Score -49268.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -49274.828125 Penalty: 2896.958252
	Iteration 13Q: 3 clusters Score -49274.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -49274.828125 Penalty: 2896.958252
	Iteration 14F: 3 clusters Score -49274.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (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: -92023.015625 Penalty: 1591.754517
	Iteration 0F: 2 clusters Score -92023.02 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 301 members 
Entering Unmasked Estep 
Score: -90411.226562 Penalty: 3183.509033
	Iteration 0F: 3 clusters Score -90411.23 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -90810.851562 Penalty: 3183.509033
	Iteration 1F: 3 clusters Score -90810.85 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -91185.695312 Penalty: 3183.509033
	Iteration 2F: 3 clusters Score -91185.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -91552.281250 Penalty: 3183.509033
	Iteration 3F: 3 clusters Score -91552.28 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -91726.609375 Penalty: 3183.509033
	Iteration 4F: 3 clusters Score -91726.61 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -91899.304688 Penalty: 3183.509033
	Iteration 5Q: 3 clusters Score -91899.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -92189.039062 Penalty: 3183.509033
	Iteration 6F: 3 clusters Score -92189.04 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -92381.093750 Penalty: 3183.509033
	Iteration 7Q: 3 clusters Score -92381.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -92444.656250 Penalty: 3183.509033
	Iteration 8Q: 3 clusters Score -92444.66 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -92495.726562 Penalty: 3183.509033
	Iteration 9Q: 3 clusters Score -92495.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -92534.015625 Penalty: 3183.509033
	Iteration 10Q: 3 clusters Score -92534.02 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -92596.937500 Penalty: 3183.509033
	Iteration 11Q: 3 clusters Score -92596.94 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -92667.875000 Penalty: 3183.509033
	Iteration 12Q: 3 clusters Score -92667.88 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -92770.570312 Penalty: 3183.509033
	Iteration 13Q: 3 clusters Score -92770.57 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -92905.648438 Penalty: 3183.509033
	Iteration 14Q: 3 clusters Score -92905.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -92964.890625 Penalty: 3183.509033
	Iteration 15Q: 3 clusters Score -92964.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -92967.093750 Penalty: 3183.509033
	Iteration 16Q: 3 clusters Score -92967.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -92969.093750 Penalty: 3183.509033
	Iteration 17Q: 3 clusters Score -92969.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -92969.093750 Penalty: 3183.509033
	Iteration 18F: 3 clusters Score -92969.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 52553 members 
Mstep: Class 3 contains 5280 members 
Mstep: Class 4 contains 27249 members 
Mstep: Class 5 contains 8286 members 
Mstep: Class 6 contains 4490 members 
Mstep: Class 7 contains 26582 members 
Mstep: Class 8 contains 749 members 
Mstep: Class 9 contains 10973 members 
Mstep: Class 10 contains 3040 members 
Mstep: Class 11 contains 37309 members 
Mstep: Class 12 contains 23336 members 
Mstep: Class 13 contains 215708 members 
Mstep: Class 14 contains 40995 members 
Mstep: Class 15 contains 688 members 
Mstep: Class 16 contains 29095 members 
Mstep: Class 17 contains 9366 members 
Mstep: Class 18 contains 14308 members 
Mstep: Class 19 contains 61584 members 
Mstep: Class 20 contains 10998 members 
Mstep: Class 21 contains 16567 members 
Mstep: Class 22 contains 2993 members 
Mstep: Class 23 contains 2570 members 
Mstep: Class 24 contains 18665 members 
Mstep: Class 25 contains 2068 members 
Mstep: Class 26 contains 22288 members 
Mstep: Class 27 contains 6174 members 
Mstep: Class 28 contains 4145 members 
Mstep: Class 29 contains 37122 members 
Mstep: Class 30 contains 4527 members 
Mstep: Class 31 contains 481 members 
Mstep: Class 32 contains 382 members 
Mstep: Class 33 contains 38551 members 
Mstep: Class 34 contains 605 members 
Mstep: Class 35 contains 8732 members 
Mstep: Class 36 contains 2453 members 
Mstep: Class 37 contains 164248 members 
Mstep: Class 38 contains 8339 members 
Mstep: Class 39 contains 4265 members 
Mstep: Class 40 contains 5324 members 
Mstep: Class 41 contains 2913 members 
Mstep: Class 42 contains 3709 members 
Mstep: Class 43 contains 550 members 
Mstep: Class 44 contains 3468 members 
Mstep: Class 45 contains 1907 members 
Mstep: Class 46 contains 391 members 
Mstep: Class 47 contains 5100 members 
Mstep: Class 48 contains 1825 members 
Mstep: Class 49 contains 4225 members 
Mstep: Class 50 contains 6309 members 
Mstep: Class 51 contains 175504 members 
Mstep: Class 52 contains 340 members 
Mstep: Class 53 contains 208 members 
Mstep: Class 54 contains 355 members 
Mstep: Class 55 contains 4301 members 
Mstep: Class 56 contains 2518 members 
Mstep: Class 57 contains 179 members 
Mstep: Class 58 contains 10459 members 
Mstep: Class 59 contains 656 members 
Mstep: Class 60 contains 17851 members 
Mstep: Class 61 contains 255 members 
Mstep: Class 62 contains 1211 members 
Mstep: Class 63 contains 438 members 
Mstep: Class 64 contains 344 members 
Mstep: Class 65 contains 221 members 
Mstep: Class 66 contains 1911 members 
Mstep: Class 67 contains 187 members 
Mstep: Class 68 contains 327 members 
Mstep: Class 69 contains 164 members 
Mstep: Class 70 contains 306 members 
Mstep: Class 71 contains 2351 members 
Mstep: Class 72 contains 443 members 
Mstep: Class 73 contains 379 members 
Mstep: Class 74 contains 226 members 
Mstep: Class 75 contains 506 members 
Mstep: Class 76 contains 228 members 
Mstep: Class 77 contains 397 members 
Mstep: Class 78 contains 491 members 
Mstep: Class 79 contains 1161 members 
Mstep: Class 80 contains 392 members 
Entering Unmasked Estep 
Score: -147552688.000000 Penalty: 277521.750000
Splitting cluster 65 changes total score from -147553632.000000 to -147552688.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 66 (1911 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Entering Unmasked Estep 
Score: -278286.687500 Penalty: 1873.734619
	Iteration 0F: 2 clusters Score -278286.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -275975.218750 Penalty: 3747.469238
	Iteration 0F: 3 clusters Score -275975.2 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -277900.125000 Penalty: 3747.469238
	Iteration 1F: 3 clusters Score -277900.1 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -279038.218750 Penalty: 3747.469238
	Iteration 2F: 3 clusters Score -279038.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -279509.531250 Penalty: 3747.469238
	Iteration 3F: 3 clusters Score -279509.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -279688.062500 Penalty: 3747.469238
	Iteration 4Q: 3 clusters Score -279688.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -279793.375000 Penalty: 3747.469238
	Iteration 5Q: 3 clusters Score -279793.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -279888.656250 Penalty: 3747.469238
	Iteration 6Q: 3 clusters Score -279888.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -280148.062500 Penalty: 3747.469238
	Iteration 7Q: 3 clusters Score -280148.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -280390.843750 Penalty: 3747.469238
	Iteration 8Q: 3 clusters Score -280390.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -280543.875000 Penalty: 3747.469238
	Iteration 9Q: 3 clusters Score -280543.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -280650.468750 Penalty: 3747.469238
	Iteration 10Q: 3 clusters Score -280650.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -280746.687500 Penalty: 3747.469238
	Iteration 11Q: 3 clusters Score -280746.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -280860.687500 Penalty: 3747.469238
	Iteration 12Q: 3 clusters Score -280860.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -280936.250000 Penalty: 3747.469238
	Iteration 13Q: 3 clusters Score -280936.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -280978.343750 Penalty: 3747.469238
	Iteration 14Q: 3 clusters Score -280978.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -281067.250000 Penalty: 3747.469238
	Iteration 15Q: 3 clusters Score -281067.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -281130.906250 Penalty: 3747.469238
	Iteration 16Q: 3 clusters Score -281130.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -281146.937500 Penalty: 3747.469238
	Iteration 17Q: 3 clusters Score -281146.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -281156.718750 Penalty: 3747.469238
	Iteration 18Q: 3 clusters Score -281156.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -281164.843750 Penalty: 3747.469238
	Iteration 19Q: 3 clusters Score -281164.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -281185.218750 Penalty: 3747.469238
	Iteration 20F: 3 clusters Score -281185.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -281213.968750 Penalty: 3747.469238
	Iteration 21Q: 3 clusters Score -281214 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -281262.968750 Penalty: 3747.469238
	Iteration 22Q: 3 clusters Score -281263 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -281281.187500 Penalty: 3747.469238
	Iteration 23Q: 3 clusters Score -281281.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -281287.156250 Penalty: 3747.469238
	Iteration 24Q: 3 clusters Score -281287.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -281289.406250 Penalty: 3747.469238
	Iteration 25Q: 3 clusters Score -281289.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -281289.406250 Penalty: 3747.469238
	Iteration 26F: 3 clusters Score -281289.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 52553 members 
Mstep: Class 3 contains 5280 members 
Mstep: Class 4 contains 27249 members 
Mstep: Class 5 contains 8286 members 
Mstep: Class 6 contains 4490 members 
Mstep: Class 7 contains 26582 members 
Mstep: Class 8 contains 749 members 
Mstep: Class 9 contains 10973 members 
Mstep: Class 10 contains 3040 members 
Mstep: Class 11 contains 37309 members 
Mstep: Class 12 contains 23336 members 
Mstep: Class 13 contains 215708 members 
Mstep: Class 14 contains 40995 members 
Mstep: Class 15 contains 688 members 
Mstep: Class 16 contains 29095 members 
Mstep: Class 17 contains 9366 members 
Mstep: Class 18 contains 14308 members 
Mstep: Class 19 contains 61584 members 
Mstep: Class 20 contains 10998 members 
Mstep: Class 21 contains 16567 members 
Mstep: Class 22 contains 2993 members 
Mstep: Class 23 contains 2570 members 
Mstep: Class 24 contains 18665 members 
Mstep: Class 25 contains 2068 members 
Mstep: Class 26 contains 22288 members 
Mstep: Class 27 contains 6174 members 
Mstep: Class 28 contains 4145 members 
Mstep: Class 29 contains 37122 members 
Mstep: Class 30 contains 4527 members 
Mstep: Class 31 contains 481 members 
Mstep: Class 32 contains 382 members 
Mstep: Class 33 contains 38551 members 
Mstep: Class 34 contains 605 members 
Mstep: Class 35 contains 8732 members 
Mstep: Class 36 contains 2453 members 
Mstep: Class 37 contains 164248 members 
Mstep: Class 38 contains 8339 members 
Mstep: Class 39 contains 4265 members 
Mstep: Class 40 contains 5324 members 
Mstep: Class 41 contains 2913 members 
Mstep: Class 42 contains 3709 members 
Mstep: Class 43 contains 550 members 
Mstep: Class 44 contains 3468 members 
Mstep: Class 45 contains 1907 members 
Mstep: Class 46 contains 391 members 
Mstep: Class 47 contains 5100 members 
Mstep: Class 48 contains 1825 members 
Mstep: Class 49 contains 4225 members 
Mstep: Class 50 contains 6309 members 
Mstep: Class 51 contains 175504 members 
Mstep: Class 52 contains 340 members 
Mstep: Class 53 contains 208 members 
Mstep: Class 54 contains 355 members 
Mstep: Class 55 contains 4301 members 
Mstep: Class 56 contains 2518 members 
Mstep: Class 57 contains 179 members 
Mstep: Class 58 contains 10459 members 
Mstep: Class 59 contains 656 members 
Mstep: Class 60 contains 17851 members 
Mstep: Class 61 contains 255 members 
Mstep: Class 62 contains 1211 members 
Mstep: Class 63 contains 438 members 
Mstep: Class 64 contains 344 members 
Mstep: Class 65 contains 613 members 
Mstep: Class 66 contains 808 members 
Mstep: Class 67 contains 187 members 
Mstep: Class 68 contains 327 members 
Mstep: Class 69 contains 164 members 
Mstep: Class 70 contains 306 members 
Mstep: Class 71 contains 2351 members 
Mstep: Class 72 contains 443 members 
Mstep: Class 73 contains 379 members 
Mstep: Class 74 contains 226 members 
Mstep: Class 75 contains 506 members 
Mstep: Class 76 contains 228 members 
Mstep: Class 77 contains 397 members 
Mstep: Class 78 contains 491 members 
Mstep: Class 79 contains 1161 members 
Mstep: Class 80 contains 1103 members 
Entering Unmasked Estep 
Score: -147555168.000000 Penalty: 277521.750000
Splitting cluster 66 changes total score from -147553632.000000 to -147555168.000000
So it's getting split into cluster 80.
Entering ConstructFrom: 
Trying to split cluster 67 (187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Entering Unmasked Estep 
Score: -23525.572266 Penalty: 1297.314941
	Iteration 0F: 2 clusters Score -23525.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -22611.632812 Penalty: 2594.629883
	Iteration 0F: 3 clusters Score -22611.63 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -22852.453125 Penalty: 2594.629883
	Iteration 1F: 3 clusters Score -22852.45 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -23011.482422 Penalty: 2594.629883
	Iteration 2F: 3 clusters Score -23011.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -23174.857422 Penalty: 2594.629883
	Iteration 3Q: 3 clusters Score -23174.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -23211.941406 Penalty: 2594.629883
	Iteration 4Q: 3 clusters Score -23211.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -23211.941406 Penalty: 2594.629883
	Iteration 5F: 3 clusters Score -23211.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Entering Unmasked Estep 
Score: -47831.921875 Penalty: 1435.910156
	Iteration 0F: 2 clusters Score -47831.92 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 171 members 
Entering Unmasked Estep 
Score: -46561.359375 Penalty: 2871.820312
	Iteration 0F: 3 clusters Score -46561.36 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -46806.718750 Penalty: 2871.820312
	Iteration 1F: 3 clusters Score -46806.72 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -46940.964844 Penalty: 2871.820312
	Iteration 2Q: 3 clusters Score -46940.96 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -47064.878906 Penalty: 2871.820312
	Iteration 3Q: 3 clusters Score -47064.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -47101.234375 Penalty: 2871.820312
	Iteration 4Q: 3 clusters Score -47101.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -47110.792969 Penalty: 2871.820312
	Iteration 5Q: 3 clusters Score -47110.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -47123.898438 Penalty: 2871.820312
	Iteration 6Q: 3 clusters Score -47123.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -47135.625000 Penalty: 2871.820312
	Iteration 7Q: 3 clusters Score -47135.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -47140.226562 Penalty: 2871.820312
	Iteration 8Q: 3 clusters Score -47140.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -47143.453125 Penalty: 2871.820312
	Iteration 9Q: 3 clusters Score -47143.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -47161.609375 Penalty: 2871.820312
	Iteration 10Q: 3 clusters Score -47161.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -47174.621094 Penalty: 2871.820312
	Iteration 11Q: 3 clusters Score -47174.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -47182.527344 Penalty: 2871.820312
	Iteration 12Q: 3 clusters Score -47182.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -47188.808594 Penalty: 2871.820312
	Iteration 13Q: 3 clusters Score -47188.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -47191.511719 Penalty: 2871.820312
	Iteration 14Q: 3 clusters Score -47191.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -47193.914062 Penalty: 2871.820312
	Iteration 15Q: 3 clusters Score -47193.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -47193.914062 Penalty: 2871.820312
	Iteration 16F: 3 clusters Score -47193.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Entering Unmasked Estep 
Score: -21437.007812 Penalty: 1264.766846
	Iteration 0F: 2 clusters Score -21437.01 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 87 members 
Entering Unmasked Estep 
Score: -20518.349609 Penalty: 2529.533691
	Iteration 0F: 3 clusters Score -20518.35 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -20860.916016 Penalty: 2529.533691
	Iteration 1F: 3 clusters Score -20860.92 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -20976.912109 Penalty: 2529.533691
	Iteration 2Q: 3 clusters Score -20976.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -21000.945312 Penalty: 2529.533691
	Iteration 3Q: 3 clusters Score -21000.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -21006.525391 Penalty: 2529.533691
	Iteration 4Q: 3 clusters Score -21006.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -21011.189453 Penalty: 2529.533691
	Iteration 5Q: 3 clusters Score -21011.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -21011.189453 Penalty: 2529.533691
	Iteration 6F: 3 clusters Score -21011.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Entering Unmasked Estep 
Score: -46319.410156 Penalty: 1419.449097
	Iteration 0F: 2 clusters Score -46319.41 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 156 members 
Entering Unmasked Estep 
Score: -45016.066406 Penalty: 2838.898193
	Iteration 0F: 3 clusters Score -45016.07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -45115.964844 Penalty: 2838.898193
	Iteration 1F: 3 clusters Score -45115.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -45151.179688 Penalty: 2838.898193
	Iteration 2Q: 3 clusters Score -45151.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -45168.476562 Penalty: 2838.898193
	Iteration 3Q: 3 clusters Score -45168.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -45172.316406 Penalty: 2838.898193
	Iteration 4Q: 3 clusters Score -45172.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -45181.531250 Penalty: 2838.898193
	Iteration 5Q: 3 clusters Score -45181.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -45185.664062 Penalty: 2838.898193
	Iteration 6Q: 3 clusters Score -45185.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -45185.664062 Penalty: 2838.898193
	Iteration 7F: 3 clusters Score -45185.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (2351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Entering Unmasked Estep 
Score: -327195.656250 Penalty: 1925.123779
	Iteration 0F: 2 clusters Score -327195.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -324483.812500 Penalty: 3850.247559
	Iteration 0F: 3 clusters Score -324483.8 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -325933.562500 Penalty: 3850.247559
	Iteration 1F: 3 clusters Score -325933.6 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -326774.593750 Penalty: 3850.247559
	Iteration 2F: 3 clusters Score -326774.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -327213.906250 Penalty: 3850.247559
	Iteration 3F: 3 clusters Score -327213.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -327369.218750 Penalty: 3850.247559
	Iteration 4Q: 3 clusters Score -327369.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -327424.125000 Penalty: 3850.247559
	Iteration 5Q: 3 clusters Score -327424.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -327464.781250 Penalty: 3850.247559
	Iteration 6Q: 3 clusters Score -327464.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -327482.281250 Penalty: 3850.247559
	Iteration 7Q: 3 clusters Score -327482.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -327502.812500 Penalty: 3850.247559
	Iteration 8Q: 3 clusters Score -327502.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -327528.937500 Penalty: 3850.247559
	Iteration 9Q: 3 clusters Score -327528.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -327620.093750 Penalty: 3850.247559
	Iteration 10Q: 3 clusters Score -327620.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -327674.375000 Penalty: 3850.247559
	Iteration 11Q: 3 clusters Score -327674.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -327699.468750 Penalty: 3850.247559
	Iteration 12Q: 3 clusters Score -327699.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -327712.843750 Penalty: 3850.247559
	Iteration 13Q: 3 clusters Score -327712.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -327723.406250 Penalty: 3850.247559
	Iteration 14Q: 3 clusters Score -327723.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -327733.000000 Penalty: 3850.247559
	Iteration 15Q: 3 clusters Score -327733 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -327746.312500 Penalty: 3850.247559
	Iteration 16Q: 3 clusters Score -327746.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -327758.187500 Penalty: 3850.247559
	Iteration 17Q: 3 clusters Score -327758.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -327769.187500 Penalty: 3850.247559
	Iteration 18Q: 3 clusters Score -327769.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -327779.968750 Penalty: 3850.247559
	Iteration 19Q: 3 clusters Score -327780 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -327789.625000 Penalty: 3850.247559
	Iteration 20F: 3 clusters Score -327789.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -327799.812500 Penalty: 3850.247559
	Iteration 21Q: 3 clusters Score -327799.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -327805.500000 Penalty: 3850.247559
	Iteration 22Q: 3 clusters Score -327805.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -327809.781250 Penalty: 3850.247559
	Iteration 23Q: 3 clusters Score -327809.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -327818.125000 Penalty: 3850.247559
	Iteration 24Q: 3 clusters Score -327818.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -327826.187500 Penalty: 3850.247559
	Iteration 25Q: 3 clusters Score -327826.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -327830.843750 Penalty: 3850.247559
	Iteration 26Q: 3 clusters Score -327830.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -327835.625000 Penalty: 3850.247559
	Iteration 27Q: 3 clusters Score -327835.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -327837.718750 Penalty: 3850.247559
	Iteration 28Q: 3 clusters Score -327837.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -327837.718750 Penalty: 3850.247559
	Iteration 29F: 3 clusters Score -327837.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 52553 members 
Mstep: Class 3 contains 5280 members 
Mstep: Class 4 contains 27249 members 
Mstep: Class 5 contains 8286 members 
Mstep: Class 6 contains 4490 members 
Mstep: Class 7 contains 26582 members 
Mstep: Class 8 contains 749 members 
Mstep: Class 9 contains 10973 members 
Mstep: Class 10 contains 3040 members 
Mstep: Class 11 contains 37309 members 
Mstep: Class 12 contains 23336 members 
Mstep: Class 13 contains 215708 members 
Mstep: Class 14 contains 40995 members 
Mstep: Class 15 contains 688 members 
Mstep: Class 16 contains 29095 members 
Mstep: Class 17 contains 9366 members 
Mstep: Class 18 contains 14308 members 
Mstep: Class 19 contains 61584 members 
Mstep: Class 20 contains 10998 members 
Mstep: Class 21 contains 16567 members 
Mstep: Class 22 contains 2993 members 
Mstep: Class 23 contains 2570 members 
Mstep: Class 24 contains 18665 members 
Mstep: Class 25 contains 2068 members 
Mstep: Class 26 contains 22288 members 
Mstep: Class 27 contains 6174 members 
Mstep: Class 28 contains 4145 members 
Mstep: Class 29 contains 37122 members 
Mstep: Class 30 contains 4527 members 
Mstep: Class 31 contains 481 members 
Mstep: Class 32 contains 382 members 
Mstep: Class 33 contains 38551 members 
Mstep: Class 34 contains 605 members 
Mstep: Class 35 contains 8732 members 
Mstep: Class 36 contains 2453 members 
Mstep: Class 37 contains 164248 members 
Mstep: Class 38 contains 8339 members 
Mstep: Class 39 contains 4265 members 
Mstep: Class 40 contains 5324 members 
Mstep: Class 41 contains 2913 members 
Mstep: Class 42 contains 3709 members 
Mstep: Class 43 contains 550 members 
Mstep: Class 44 contains 3468 members 
Mstep: Class 45 contains 1907 members 
Mstep: Class 46 contains 391 members 
Mstep: Class 47 contains 5100 members 
Mstep: Class 48 contains 1825 members 
Mstep: Class 49 contains 4225 members 
Mstep: Class 50 contains 6309 members 
Mstep: Class 51 contains 175504 members 
Mstep: Class 52 contains 340 members 
Mstep: Class 53 contains 208 members 
Mstep: Class 54 contains 355 members 
Mstep: Class 55 contains 4301 members 
Mstep: Class 56 contains 2518 members 
Mstep: Class 57 contains 179 members 
Mstep: Class 58 contains 10459 members 
Mstep: Class 59 contains 656 members 
Mstep: Class 60 contains 17851 members 
Mstep: Class 61 contains 255 members 
Mstep: Class 62 contains 1211 members 
Mstep: Class 63 contains 438 members 
Mstep: Class 64 contains 344 members 
Mstep: Class 65 contains 613 members 
Mstep: Class 66 contains 808 members 
Mstep: Class 67 contains 187 members 
Mstep: Class 68 contains 327 members 
Mstep: Class 69 contains 164 members 
Mstep: Class 70 contains 306 members 
Mstep: Class 71 contains 930 members 
Mstep: Class 72 contains 443 members 
Mstep: Class 73 contains 379 members 
Mstep: Class 74 contains 226 members 
Mstep: Class 75 contains 506 members 
Mstep: Class 76 contains 228 members 
Mstep: Class 77 contains 397 members 
Mstep: Class 78 contains 491 members 
Mstep: Class 79 contains 1161 members 
Mstep: Class 80 contains 1103 members 
Mstep: Class 81 contains 1421 members 
Entering Unmasked Estep 
Score: -147554224.000000 Penalty: 280990.781250
Splitting cluster 71 changes total score from -147553632.000000 to -147554224.000000
So it's getting split into cluster 81.
Entering ConstructFrom: 
Trying to split cluster 72 (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: -59871.972656 Penalty: 1511.205322
	Iteration 0F: 2 clusters Score -59871.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -58549.425781 Penalty: 3022.410645
	Iteration 0F: 3 clusters Score -58549.43 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -59222.371094 Penalty: 3022.410645
	Iteration 1F: 3 clusters Score -59222.37 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -59522.750000 Penalty: 3022.410645
	Iteration 2F: 3 clusters Score -59522.75 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -59638.000000 Penalty: 3022.410645
	Iteration 3Q: 3 clusters Score -59638 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -59698.554688 Penalty: 3022.410645
	Iteration 4Q: 3 clusters Score -59698.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -59741.132812 Penalty: 3022.410645
	Iteration 5Q: 3 clusters Score -59741.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -59747.488281 Penalty: 3022.410645
	Iteration 6Q: 3 clusters Score -59747.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -59751.882812 Penalty: 3022.410645
	Iteration 7Q: 3 clusters Score -59751.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -59763.332031 Penalty: 3022.410645
	Iteration 8Q: 3 clusters Score -59763.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -59775.710938 Penalty: 3022.410645
	Iteration 9Q: 3 clusters Score -59775.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -59803.324219 Penalty: 3022.410645
	Iteration 10Q: 3 clusters Score -59803.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -59826.800781 Penalty: 3022.410645
	Iteration 11Q: 3 clusters Score -59826.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -59832.507812 Penalty: 3022.410645
	Iteration 12Q: 3 clusters Score -59832.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -59832.507812 Penalty: 3022.410645
	Iteration 13F: 3 clusters Score -59832.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 73 (379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Entering Unmasked Estep 
Score: -55155.628906 Penalty: 1472.509033
	Iteration 0F: 2 clusters Score -55155.63 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 168 members 
Entering Unmasked Estep 
Score: -53808.140625 Penalty: 2945.018066
	Iteration 0F: 3 clusters Score -53808.14 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -54007.019531 Penalty: 2945.018066
	Iteration 1F: 3 clusters Score -54007.02 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -54099.164062 Penalty: 2945.018066
	Iteration 2F: 3 clusters Score -54099.16 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -54199.367188 Penalty: 2945.018066
	Iteration 3F: 3 clusters Score -54199.37 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -54245.597656 Penalty: 2945.018066
	Iteration 4Q: 3 clusters Score -54245.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -54346.042969 Penalty: 2945.018066
	Iteration 5Q: 3 clusters Score -54346.04 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -54469.839844 Penalty: 2945.018066
	Iteration 6Q: 3 clusters Score -54469.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -54563.367188 Penalty: 2945.018066
	Iteration 7Q: 3 clusters Score -54563.37 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -54603.042969 Penalty: 2945.018066
	Iteration 8Q: 3 clusters Score -54603.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -54616.589844 Penalty: 2945.018066
	Iteration 9Q: 3 clusters Score -54616.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -54638.847656 Penalty: 2945.018066
	Iteration 10Q: 3 clusters Score -54638.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -54648.222656 Penalty: 2945.018066
	Iteration 11Q: 3 clusters Score -54648.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -54654.914062 Penalty: 2945.018066
	Iteration 12Q: 3 clusters Score -54654.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -54660.652344 Penalty: 2945.018066
	Iteration 13F: 3 clusters Score -54660.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -54710.882812 Penalty: 2945.018066
	Iteration 14Q: 3 clusters Score -54710.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -54730.484375 Penalty: 2945.018066
	Iteration 15Q: 3 clusters Score -54730.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -54742.691406 Penalty: 2945.018066
	Iteration 16Q: 3 clusters Score -54742.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -54757.835938 Penalty: 2945.018066
	Iteration 17Q: 3 clusters Score -54757.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -54757.835938 Penalty: 2945.018066
	Iteration 18F: 3 clusters Score -54757.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 74 (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: -31202.105469 Penalty: 1344.292725
	Iteration 0F: 2 clusters Score -31202.11 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: -30041.984375 Penalty: 2688.585449
	Iteration 0F: 3 clusters Score -30041.98 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -30236.046875 Penalty: 2688.585449
	Iteration 1F: 3 clusters Score -30236.05 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -30324.044922 Penalty: 2688.585449
	Iteration 2F: 3 clusters Score -30324.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -30338.308594 Penalty: 2688.585449
	Iteration 3Q: 3 clusters Score -30338.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -30379.910156 Penalty: 2688.585449
	Iteration 4Q: 3 clusters Score -30379.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -30405.341797 Penalty: 2688.585449
	Iteration 5Q: 3 clusters Score -30405.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -30452.050781 Penalty: 2688.585449
	Iteration 6Q: 3 clusters Score -30452.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -30479.351562 Penalty: 2688.585449
	Iteration 7Q: 3 clusters Score -30479.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -30493.185547 Penalty: 2688.585449
	Iteration 8Q: 3 clusters Score -30493.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -30505.064453 Penalty: 2688.585449
	Iteration 9Q: 3 clusters Score -30505.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -30518.529297 Penalty: 2688.585449
	Iteration 10Q: 3 clusters Score -30518.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -30549.000000 Penalty: 2688.585449
	Iteration 11Q: 3 clusters Score -30549 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -30588.021484 Penalty: 2688.585449
	Iteration 12Q: 3 clusters Score -30588.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -30593.140625 Penalty: 2688.585449
	Iteration 13Q: 3 clusters Score -30593.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -30603.515625 Penalty: 2688.585449
	Iteration 14Q: 3 clusters Score -30603.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -30604.113281 Penalty: 2688.585449
	Iteration 15F: 3 clusters Score -30604.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -30630.986328 Penalty: 2688.585449
	Iteration 16Q: 3 clusters Score -30630.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -30630.986328 Penalty: 2688.585449
	Iteration 17F: 3 clusters Score -30630.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 75 (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: -76409.078125 Penalty: 1544.181152
	Iteration 0F: 2 clusters Score -76409.08 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 266 members 
Entering Unmasked Estep 
Score: -74890.515625 Penalty: 3088.362305
	Iteration 0F: 3 clusters Score -74890.52 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -75122.476562 Penalty: 3088.362305
	Iteration 1F: 3 clusters Score -75122.48 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -75347.265625 Penalty: 3088.362305
	Iteration 2F: 3 clusters Score -75347.27 nChanged 27
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: -75489.203125 Penalty: 3088.362305
	Iteration 3F: 3 clusters Score -75489.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -75587.039062 Penalty: 3088.362305
	Iteration 4Q: 3 clusters Score -75587.04 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -75645.671875 Penalty: 3088.362305
	Iteration 5Q: 3 clusters Score -75645.67 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -75730.640625 Penalty: 3088.362305
	Iteration 6Q: 3 clusters Score -75730.64 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -75781.304688 Penalty: 3088.362305
	Iteration 7Q: 3 clusters Score -75781.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -75839.062500 Penalty: 3088.362305
	Iteration 8Q: 3 clusters Score -75839.06 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -75887.703125 Penalty: 3088.362305
	Iteration 9Q: 3 clusters Score -75887.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -75889.960938 Penalty: 3088.362305
	Iteration 10Q: 3 clusters Score -75889.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -75889.960938 Penalty: 3088.362305
	Iteration 11F: 3 clusters Score -75889.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 76 (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: -30240.857422 Penalty: 1346.477661
	Iteration 0F: 2 clusters Score -30240.86 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: -29214.720703 Penalty: 2692.955322
	Iteration 0F: 3 clusters Score -29214.72 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -29673.513672 Penalty: 2692.955322
	Iteration 1F: 3 clusters Score -29673.51 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -30156.240234 Penalty: 2692.955322
	Iteration 2F: 3 clusters Score -30156.24 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -30564.562500 Penalty: 2692.955322
	Iteration 3F: 3 clusters Score -30564.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -30849.767578 Penalty: 2692.955322
	Iteration 4Q: 3 clusters Score -30849.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -30882.656250 Penalty: 2692.955322
	Iteration 5Q: 3 clusters Score -30882.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -30882.656250 Penalty: 2692.955322
	Iteration 6F: 3 clusters Score -30882.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 52553 members 
Mstep: Class 3 contains 5280 members 
Mstep: Class 4 contains 27249 members 
Mstep: Class 5 contains 8286 members 
Mstep: Class 6 contains 4490 members 
Mstep: Class 7 contains 26582 members 
Mstep: Class 8 contains 749 members 
Mstep: Class 9 contains 10973 members 
Mstep: Class 10 contains 3040 members 
Mstep: Class 11 contains 37309 members 
Mstep: Class 12 contains 23336 members 
Mstep: Class 13 contains 215708 members 
Mstep: Class 14 contains 40995 members 
Mstep: Class 15 contains 688 members 
Mstep: Class 16 contains 29095 members 
Mstep: Class 17 contains 9366 members 
Mstep: Class 18 contains 14308 members 
Mstep: Class 19 contains 61584 members 
Mstep: Class 20 contains 10998 members 
Mstep: Class 21 contains 16567 members 
Mstep: Class 22 contains 2993 members 
Mstep: Class 23 contains 2570 members 
Mstep: Class 24 contains 18665 members 
Mstep: Class 25 contains 2068 members 
Mstep: Class 26 contains 22288 members 
Mstep: Class 27 contains 6174 members 
Mstep: Class 28 contains 4145 members 
Mstep: Class 29 contains 37122 members 
Mstep: Class 30 contains 4527 members 
Mstep: Class 31 contains 481 members 
Mstep: Class 32 contains 382 members 
Mstep: Class 33 contains 38551 members 
Mstep: Class 34 contains 605 members 
Mstep: Class 35 contains 8732 members 
Mstep: Class 36 contains 2453 members 
Mstep: Class 37 contains 164248 members 
Mstep: Class 38 contains 8339 members 
Mstep: Class 39 contains 4265 members 
Mstep: Class 40 contains 5324 members 
Mstep: Class 41 contains 2913 members 
Mstep: Class 42 contains 3709 members 
Mstep: Class 43 contains 550 members 
Mstep: Class 44 contains 3468 members 
Mstep: Class 45 contains 1907 members 
Mstep: Class 46 contains 391 members 
Mstep: Class 47 contains 5100 members 
Mstep: Class 48 contains 1825 members 
Mstep: Class 49 contains 4225 members 
Mstep: Class 50 contains 6309 members 
Mstep: Class 51 contains 175504 members 
Mstep: Class 52 contains 340 members 
Mstep: Class 53 contains 208 members 
Mstep: Class 54 contains 355 members 
Mstep: Class 55 contains 4301 members 
Mstep: Class 56 contains 2518 members 
Mstep: Class 57 contains 179 members 
Mstep: Class 58 contains 10459 members 
Mstep: Class 59 contains 656 members 
Mstep: Class 60 contains 17851 members 
Mstep: Class 61 contains 255 members 
Mstep: Class 62 contains 1211 members 
Mstep: Class 63 contains 438 members 
Mstep: Class 64 contains 344 members 
Mstep: Class 65 contains 613 members 
Mstep: Class 66 contains 808 members 
Mstep: Class 67 contains 187 members 
Mstep: Class 68 contains 327 members 
Mstep: Class 69 contains 164 members 
Mstep: Class 70 contains 306 members 
Mstep: Class 71 contains 930 members 
Mstep: Class 72 contains 443 members 
Mstep: Class 73 contains 379 members 
Mstep: Class 74 contains 226 members 
Mstep: Class 75 contains 506 members 
Mstep: Class 76 contains 154 members 
Mstep: Class 77 contains 397 members 
Mstep: Class 78 contains 491 members 
Mstep: Class 79 contains 1161 members 
Mstep: Class 80 contains 1103 members 
Mstep: Class 81 contains 1421 members 
Mstep: Class 82 contains 74 members 
Entering Unmasked Estep 
Score: -147552672.000000 Penalty: 284459.781250
Splitting cluster 76 changes total score from -147553632.000000 to -147552672.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 77 (397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Entering Unmasked Estep 
Score: -58231.988281 Penalty: 1484.016235
	Iteration 0F: 2 clusters Score -58231.99 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -56826.105469 Penalty: 2968.032471
	Iteration 0F: 3 clusters Score -56826.11 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -57093.398438 Penalty: 2968.032471
	Iteration 1F: 3 clusters Score -57093.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -57193.480469 Penalty: 2968.032471
	Iteration 2F: 3 clusters Score -57193.48 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -57276.343750 Penalty: 2968.032471
	Iteration 3Q: 3 clusters Score -57276.34 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -57401.160156 Penalty: 2968.032471
	Iteration 4Q: 3 clusters Score -57401.16 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -57500.398438 Penalty: 2968.032471
	Iteration 5Q: 3 clusters Score -57500.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -57536.000000 Penalty: 2968.032471
	Iteration 6Q: 3 clusters Score -57536 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -57560.324219 Penalty: 2968.032471
	Iteration 7Q: 3 clusters Score -57560.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -57595.449219 Penalty: 2968.032471
	Iteration 8Q: 3 clusters Score -57595.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -57607.710938 Penalty: 2968.032471
	Iteration 9Q: 3 clusters Score -57607.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -57607.710938 Penalty: 2968.032471
	Iteration 10F: 3 clusters Score -57607.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 78 (491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Entering Unmasked Estep 
Score: -72288.718750 Penalty: 1536.718140
	Iteration 0F: 2 clusters Score -72288.72 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 232 members 
Entering Unmasked Estep 
Score: -70801.960938 Penalty: 3073.436279
	Iteration 0F: 3 clusters Score -70801.96 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -71243.250000 Penalty: 3073.436279
	Iteration 1F: 3 clusters Score -71243.25 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -71654.687500 Penalty: 3073.436279
	Iteration 2F: 3 clusters Score -71654.69 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -71856.914062 Penalty: 3073.436279
	Iteration 3F: 3 clusters Score -71856.91 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -71968.781250 Penalty: 3073.436279
	Iteration 4Q: 3 clusters Score -71968.78 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -72041.101562 Penalty: 3073.436279
	Iteration 5Q: 3 clusters Score -72041.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -72093.265625 Penalty: 3073.436279
	Iteration 6Q: 3 clusters Score -72093.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -72120.632812 Penalty: 3073.436279
	Iteration 7Q: 3 clusters Score -72120.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -72130.867188 Penalty: 3073.436279
	Iteration 8Q: 3 clusters Score -72130.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -72136.992188 Penalty: 3073.436279
	Iteration 9Q: 3 clusters Score -72136.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -72142.023438 Penalty: 3073.436279
	Iteration 10Q: 3 clusters Score -72142.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -72142.023438 Penalty: 3073.436279
	Iteration 11F: 3 clusters Score -72142.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 79 (1161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Entering Unmasked Estep 
Score: -165539.015625 Penalty: 1750.145142
	Iteration 0F: 2 clusters Score -165539 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -163620.218750 Penalty: 3500.290283
	Iteration 0F: 3 clusters Score -163620.2 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -164725.687500 Penalty: 3500.290283
	Iteration 1F: 3 clusters Score -164725.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -165339.015625 Penalty: 3500.290283
	Iteration 2F: 3 clusters Score -165339 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -165638.812500 Penalty: 3500.290283
	Iteration 3F: 3 clusters Score -165638.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -165797.375000 Penalty: 3500.290283
	Iteration 4Q: 3 clusters Score -165797.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -165892.140625 Penalty: 3500.290283
	Iteration 5Q: 3 clusters Score -165892.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -165935.250000 Penalty: 3500.290283
	Iteration 6Q: 3 clusters Score -165935.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -165960.750000 Penalty: 3500.290283
	Iteration 7Q: 3 clusters Score -165960.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -165985.828125 Penalty: 3500.290283
	Iteration 8Q: 3 clusters Score -165985.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -166059.671875 Penalty: 3500.290283
	Iteration 9Q: 3 clusters Score -166059.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -166174.968750 Penalty: 3500.290283
	Iteration 10Q: 3 clusters Score -166175 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -166193.140625 Penalty: 3500.290283
	Iteration 11Q: 3 clusters Score -166193.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -166214.343750 Penalty: 3500.290283
	Iteration 12Q: 3 clusters Score -166214.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -166276.546875 Penalty: 3500.290283
	Iteration 13Q: 3 clusters Score -166276.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -166411.390625 Penalty: 3500.290283
	Iteration 14Q: 3 clusters Score -166411.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -166467.078125 Penalty: 3500.290283
	Iteration 15Q: 3 clusters Score -166467.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -166501.218750 Penalty: 3500.290283
	Iteration 16Q: 3 clusters Score -166501.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -166507.937500 Penalty: 3500.290283
	Iteration 17Q: 3 clusters Score -166507.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -166509.906250 Penalty: 3500.290283
	Iteration 18Q: 3 clusters Score -166509.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -166514.000000 Penalty: 3500.290283
	Iteration 19Q: 3 clusters Score -166514 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -166526.515625 Penalty: 3500.290283
	Iteration 20F: 3 clusters Score -166526.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -166532.921875 Penalty: 3500.290283
	Iteration 21Q: 3 clusters Score -166532.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -166532.921875 Penalty: 3500.290283
	Iteration 22F: 3 clusters Score -166532.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 52553 members 
Mstep: Class 3 contains 5280 members 
Mstep: Class 4 contains 27249 members 
Mstep: Class 5 contains 8286 members 
Mstep: Class 6 contains 4490 members 
Mstep: Class 7 contains 26582 members 
Mstep: Class 8 contains 749 members 
Mstep: Class 9 contains 10973 members 
Mstep: Class 10 contains 3040 members 
Mstep: Class 11 contains 37309 members 
Mstep: Class 12 contains 23336 members 
Mstep: Class 13 contains 215708 members 
Mstep: Class 14 contains 40995 members 
Mstep: Class 15 contains 688 members 
Mstep: Class 16 contains 29095 members 
Mstep: Class 17 contains 9366 members 
Mstep: Class 18 contains 14308 members 
Mstep: Class 19 contains 61584 members 
Mstep: Class 20 contains 10998 members 
Mstep: Class 21 contains 16567 members 
Mstep: Class 22 contains 2993 members 
Mstep: Class 23 contains 2570 members 
Mstep: Class 24 contains 18665 members 
Mstep: Class 25 contains 2068 members 
Mstep: Class 26 contains 22288 members 
Mstep: Class 27 contains 6174 members 
Mstep: Class 28 contains 4145 members 
Mstep: Class 29 contains 37122 members 
Mstep: Class 30 contains 4527 members 
Mstep: Class 31 contains 481 members 
Mstep: Class 32 contains 382 members 
Mstep: Class 33 contains 38551 members 
Mstep: Class 34 contains 605 members 
Mstep: Class 35 contains 8732 members 
Mstep: Class 36 contains 2453 members 
Mstep: Class 37 contains 164248 members 
Mstep: Class 38 contains 8339 members 
Mstep: Class 39 contains 4265 members 
Mstep: Class 40 contains 5324 members 
Mstep: Class 41 contains 2913 members 
Mstep: Class 42 contains 3709 members 
Mstep: Class 43 contains 550 members 
Mstep: Class 44 contains 3468 members 
Mstep: Class 45 contains 1907 members 
Mstep: Class 46 contains 391 members 
Mstep: Class 47 contains 5100 members 
Mstep: Class 48 contains 1825 members 
Mstep: Class 49 contains 4225 members 
Mstep: Class 50 contains 6309 members 
Mstep: Class 51 contains 175504 members 
Mstep: Class 52 contains 340 members 
Mstep: Class 53 contains 208 members 
Mstep: Class 54 contains 355 members 
Mstep: Class 55 contains 4301 members 
Mstep: Class 56 contains 2518 members 
Mstep: Class 57 contains 179 members 
Mstep: Class 58 contains 10459 members 
Mstep: Class 59 contains 656 members 
Mstep: Class 60 contains 17851 members 
Mstep: Class 61 contains 255 members 
Mstep: Class 62 contains 1211 members 
Mstep: Class 63 contains 438 members 
Mstep: Class 64 contains 344 members 
Mstep: Class 65 contains 613 members 
Mstep: Class 66 contains 808 members 
Mstep: Class 67 contains 187 members 
Mstep: Class 68 contains 327 members 
Mstep: Class 69 contains 164 members 
Mstep: Class 70 contains 306 members 
Mstep: Class 71 contains 930 members 
Mstep: Class 72 contains 443 members 
Mstep: Class 73 contains 379 members 
Mstep: Class 74 contains 226 members 
Mstep: Class 75 contains 506 members 
Mstep: Class 76 contains 228 members 
Mstep: Class 77 contains 397 members 
Mstep: Class 78 contains 491 members 
Mstep: Class 79 contains 536 members 
Mstep: Class 80 contains 1103 members 
Mstep: Class 81 contains 1421 members 
Mstep: Class 82 contains 625 members 
Entering Unmasked Estep 
Score: -147553376.000000 Penalty: 284459.781250
Splitting cluster 79 changes total score from -147553632.000000 to -147553376.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 52553 members 
Mstep: Class 3 contains 5280 members 
Mstep: Class 4 contains 27249 members 
Mstep: Class 5 contains 8286 members 
Mstep: Class 6 contains 4490 members 
Mstep: Class 7 contains 26582 members 
Mstep: Class 8 contains 749 members 
Mstep: Class 9 contains 10973 members 
Mstep: Class 10 contains 3040 members 
Mstep: Class 11 contains 37309 members 
Mstep: Class 12 contains 23336 members 
Mstep: Class 13 contains 215708 members 
Mstep: Class 14 contains 40995 members 
Mstep: Class 15 contains 688 members 
Mstep: Class 16 contains 29095 members 
Mstep: Class 17 contains 9366 members 
Mstep: Class 18 contains 14308 members 
Mstep: Class 19 contains 61584 members 
Mstep: Class 20 contains 10998 members 
Mstep: Class 21 contains 16567 members 
Mstep: Class 22 contains 2993 members 
Mstep: Class 23 contains 2570 members 
Mstep: Class 24 contains 18665 members 
Mstep: Class 25 contains 2068 members 
Mstep: Class 26 contains 22288 members 
Mstep: Class 27 contains 6174 members 
Mstep: Class 28 contains 4145 members 
Mstep: Class 29 contains 37122 members 
Mstep: Class 30 contains 4527 members 
Mstep: Class 31 contains 481 members 
Mstep: Class 32 contains 382 members 
Mstep: Class 33 contains 38551 members 
Mstep: Class 34 contains 605 members 
Mstep: Class 35 contains 8732 members 
Mstep: Class 36 contains 2453 members 
Mstep: Class 37 contains 164248 members 
Mstep: Class 38 contains 8339 members 
Mstep: Class 39 contains 4265 members 
Mstep: Class 40 contains 5324 members 
Mstep: Class 41 contains 2913 members 
Mstep: Class 42 contains 3709 members 
Mstep: Class 43 contains 550 members 
Mstep: Class 44 contains 3468 members 
Mstep: Class 45 contains 1907 members 
Mstep: Class 46 contains 391 members 
Mstep: Class 47 contains 5100 members 
Mstep: Class 48 contains 1825 members 
Mstep: Class 49 contains 4225 members 
Mstep: Class 50 contains 6309 members 
Mstep: Class 51 contains 175504 members 
Mstep: Class 52 contains 340 members 
Mstep: Class 53 contains 208 members 
Mstep: Class 54 contains 355 members 
Mstep: Class 55 contains 4301 members 
Mstep: Class 56 contains 2518 members 
Mstep: Class 57 contains 179 members 
Mstep: Class 58 contains 10459 members 
Mstep: Class 59 contains 656 members 
Mstep: Class 60 contains 17851 members 
Mstep: Class 61 contains 255 members 
Mstep: Class 62 contains 1211 members 
Mstep: Class 63 contains 438 members 
Mstep: Class 64 contains 344 members 
Mstep: Class 65 contains 613 members 
Mstep: Class 66 contains 808 members 
Mstep: Class 67 contains 187 members 
Mstep: Class 68 contains 327 members 
Mstep: Class 69 contains 164 members 
Mstep: Class 70 contains 306 members 
Mstep: Class 71 contains 930 members 
Mstep: Class 72 contains 443 members 
Mstep: Class 73 contains 379 members 
Mstep: Class 74 contains 226 members 
Mstep: Class 75 contains 506 members 
Mstep: Class 76 contains 228 members 
Mstep: Class 77 contains 397 members 
Mstep: Class 78 contains 491 members 
Mstep: Class 79 contains 1161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147554512.000000 Penalty: 280990.781250
Iteration 272F: 82 clusters Score -1.475545e+08 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 52553 members 
Mstep: Class 3 contains 5280 members 
Mstep: Class 4 contains 27249 members 
Mstep: Class 5 contains 8286 members 
Mstep: Class 6 contains 4490 members 
Mstep: Class 7 contains 26582 members 
Mstep: Class 8 contains 748 members 
Mstep: Class 9 contains 10973 members 
Mstep: Class 10 contains 3040 members 
Mstep: Class 11 contains 37309 members 
Mstep: Class 12 contains 23336 members 
Mstep: Class 13 contains 215708 members 
Mstep: Class 14 contains 40995 members 
Mstep: Class 15 contains 688 members 
Mstep: Class 16 contains 29095 members 
Mstep: Class 17 contains 9366 members 
Mstep: Class 18 contains 14308 members 
Mstep: Class 19 contains 61584 members 
Mstep: Class 20 contains 10998 members 
Mstep: Class 21 contains 16567 members 
Mstep: Class 22 contains 2993 members 
Mstep: Class 23 contains 2570 members 
Mstep: Class 24 contains 18665 members 
Mstep: Class 25 contains 2068 members 
Mstep: Class 26 contains 22288 members 
Mstep: Class 27 contains 6174 members 
Mstep: Class 28 contains 4126 members 
Mstep: Class 29 contains 37122 members 
Mstep: Class 30 contains 4527 members 
Mstep: Class 31 contains 481 members 
Mstep: Class 32 contains 381 members 
Mstep: Class 33 contains 38551 members 
Mstep: Class 34 contains 605 members 
Mstep: Class 35 contains 8732 members 
Mstep: Class 36 contains 2453 members 
Mstep: Class 37 contains 164248 members 
Mstep: Class 38 contains 8339 members 
Mstep: Class 39 contains 4265 members 
Mstep: Class 40 contains 5324 members 
Mstep: Class 41 contains 2913 members 
Mstep: Class 42 contains 3709 members 
Mstep: Class 43 contains 550 members 
Mstep: Class 44 contains 3468 members 
Mstep: Class 45 contains 1907 members 
Mstep: Class 46 contains 391 members 
Mstep: Class 47 contains 5100 members 
Mstep: Class 48 contains 1818 members 
Mstep: Class 49 contains 4225 members 
Mstep: Class 50 contains 6309 members 
Mstep: Class 51 contains 175504 members 
Mstep: Class 52 contains 339 members 
Mstep: Class 53 contains 207 members 
Mstep: Class 54 contains 355 members 
Mstep: Class 55 contains 4301 members 
Mstep: Class 56 contains 2518 members 
Mstep: Class 57 contains 179 members 
Mstep: Class 58 contains 10459 members 
Mstep: Class 59 contains 655 members 
Mstep: Class 60 contains 17851 members 
Mstep: Class 61 contains 255 members 
Mstep: Class 62 contains 1185 members 
Mstep: Class 63 contains 438 members 
Mstep: Class 64 contains 344 members 
Mstep: Class 65 contains 613 members 
Mstep: Class 66 contains 850 members 
Mstep: Class 67 contains 187 members 
Mstep: Class 68 contains 327 members 
Mstep: Class 69 contains 164 members 
Mstep: Class 70 contains 306 members 
Mstep: Class 71 contains 938 members 
Mstep: Class 72 contains 442 members 
Mstep: Class 73 contains 379 members 
Mstep: Class 74 contains 226 members 
Mstep: Class 75 contains 505 members 
Mstep: Class 76 contains 228 members 
Mstep: Class 77 contains 396 members 
Mstep: Class 78 contains 492 members 
Mstep: Class 79 contains 1159 members 
Mstep: Class 80 contains 1115 members 
Mstep: Class 81 contains 1420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147554816.000000 Penalty: 280990.781250
Iteration 273Q: 82 clusters Score -1.475548e+08 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 52553 members 
Mstep: Class 3 contains 5280 members 
Mstep: Class 4 contains 27249 members 
Mstep: Class 5 contains 8286 members 
Mstep: Class 6 contains 4490 members 
Mstep: Class 7 contains 26582 members 
Mstep: Class 8 contains 747 members 
Mstep: Class 9 contains 10973 members 
Mstep: Class 10 contains 3040 members 
Mstep: Class 11 contains 37309 members 
Mstep: Class 12 contains 23336 members 
Mstep: Class 13 contains 215708 members 
Mstep: Class 14 contains 40995 members 
Mstep: Class 15 contains 689 members 
Mstep: Class 16 contains 29095 members 
Mstep: Class 17 contains 9366 members 
Mstep: Class 18 contains 14308 members 
Mstep: Class 19 contains 61584 members 
Mstep: Class 20 contains 10998 members 
Mstep: Class 21 contains 16567 members 
Mstep: Class 22 contains 2993 members 
Mstep: Class 23 contains 2570 members 
Mstep: Class 24 contains 18665 members 
Mstep: Class 25 contains 2068 members 
Mstep: Class 26 contains 22288 members 
Mstep: Class 27 contains 6174 members 
Mstep: Class 28 contains 4116 members 
Mstep: Class 29 contains 37122 members 
Mstep: Class 30 contains 4527 members 
Mstep: Class 31 contains 481 members 
Mstep: Class 32 contains 381 members 
Mstep: Class 33 contains 38551 members 
Mstep: Class 34 contains 605 members 
Mstep: Class 35 contains 8732 members 
Mstep: Class 36 contains 2453 members 
Mstep: Class 37 contains 164248 members 
Mstep: Class 38 contains 8339 members 
Mstep: Class 39 contains 4265 members 
Mstep: Class 40 contains 5324 members 
Mstep: Class 41 contains 2913 members 
Mstep: Class 42 contains 3709 members 
Mstep: Class 43 contains 550 members 
Mstep: Class 44 contains 3468 members 
Mstep: Class 45 contains 1907 members 
Mstep: Class 46 contains 392 members 
Mstep: Class 47 contains 5100 members 
Mstep: Class 48 contains 1819 members 
Mstep: Class 49 contains 4225 members 
Mstep: Class 50 contains 6309 members 
Mstep: Class 51 contains 175504 members 
Mstep: Class 52 contains 339 members 
Mstep: Class 53 contains 207 members 
Mstep: Class 54 contains 355 members 
Mstep: Class 55 contains 4301 members 
Mstep: Class 56 contains 2518 members 
Mstep: Class 57 contains 179 members 
Mstep: Class 58 contains 10459 members 
Mstep: Class 59 contains 652 members 
Mstep: Class 60 contains 17851 members 
Mstep: Class 61 contains 255 members 
Mstep: Class 62 contains 1165 members 
Mstep: Class 63 contains 438 members 
Mstep: Class 64 contains 344 members 
Mstep: Class 65 contains 613 members 
Mstep: Class 66 contains 869 members 
Mstep: Class 67 contains 188 members 
Mstep: Class 68 contains 327 members 
Mstep: Class 69 contains 164 members 
Mstep: Class 70 contains 306 members 
Mstep: Class 71 contains 941 members 
Mstep: Class 72 contains 438 members 
Mstep: Class 73 contains 379 members 
Mstep: Class 74 contains 226 members 
Mstep: Class 75 contains 504 members 
Mstep: Class 76 contains 228 members 
Mstep: Class 77 contains 396 members 
Mstep: Class 78 contains 492 members 
Mstep: Class 79 contains 1153 members 
Mstep: Class 80 contains 1133 members 
Mstep: Class 81 contains 1421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147554816.000000 Penalty: 280990.781250
Iteration 274Q: 82 clusters Score -1.475548e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 52553 members 
Mstep: Class 3 contains 5280 members 
Mstep: Class 4 contains 27249 members 
Mstep: Class 5 contains 8286 members 
Mstep: Class 6 contains 4490 members 
Mstep: Class 7 contains 26582 members 
Mstep: Class 8 contains 748 members 
Mstep: Class 9 contains 10973 members 
Mstep: Class 10 contains 3040 members 
Mstep: Class 11 contains 37309 members 
Mstep: Class 12 contains 23336 members 
Mstep: Class 13 contains 215708 members 
Mstep: Class 14 contains 40995 members 
Mstep: Class 15 contains 691 members 
Mstep: Class 16 contains 29095 members 
Mstep: Class 17 contains 9366 members 
Mstep: Class 18 contains 14308 members 
Mstep: Class 19 contains 61584 members 
Mstep: Class 20 contains 10998 members 
Mstep: Class 21 contains 16567 members 
Mstep: Class 22 contains 2993 members 
Mstep: Class 23 contains 2570 members 
Mstep: Class 24 contains 18665 members 
Mstep: Class 25 contains 2068 members 
Mstep: Class 26 contains 22288 members 
Mstep: Class 27 contains 6174 members 
Mstep: Class 28 contains 4115 members 
Mstep: Class 29 contains 37122 members 
Mstep: Class 30 contains 4527 members 
Mstep: Class 31 contains 481 members 
Mstep: Class 32 contains 381 members 
Mstep: Class 33 contains 38551 members 
Mstep: Class 34 contains 605 members 
Mstep: Class 35 contains 8732 members 
Mstep: Class 36 contains 2453 members 
Mstep: Class 37 contains 164248 members 
Mstep: Class 38 contains 8339 members 
Mstep: Class 39 contains 4265 members 
Mstep: Class 40 contains 5324 members 
Mstep: Class 41 contains 2913 members 
Mstep: Class 42 contains 3709 members 
Mstep: Class 43 contains 550 members 
Mstep: Class 44 contains 3468 members 
Mstep: Class 45 contains 1907 members 
Mstep: Class 46 contains 392 members 
Mstep: Class 47 contains 5100 members 
Mstep: Class 48 contains 1820 members 
Mstep: Class 49 contains 4225 members 
Mstep: Class 50 contains 6309 members 
Mstep: Class 51 contains 175504 members 
Mstep: Class 52 contains 338 members 
Mstep: Class 53 contains 207 members 
Mstep: Class 54 contains 355 members 
Mstep: Class 55 contains 4301 members 
Mstep: Class 56 contains 2518 members 
Mstep: Class 57 contains 179 members 
Mstep: Class 58 contains 10459 members 
Mstep: Class 59 contains 650 members 
Mstep: Class 60 contains 17851 members 
Mstep: Class 61 contains 255 members 
Mstep: Class 62 contains 1154 members 
Mstep: Class 63 contains 438 members 
Mstep: Class 64 contains 344 members 
Mstep: Class 65 contains 613 members 
Mstep: Class 66 contains 873 members 
Mstep: Class 67 contains 188 members 
Mstep: Class 68 contains 326 members 
Mstep: Class 69 contains 164 members 
Mstep: Class 70 contains 306 members 
Mstep: Class 71 contains 939 members 
Mstep: Class 72 contains 436 members 
Mstep: Class 73 contains 379 members 
Mstep: Class 74 contains 226 members 
Mstep: Class 75 contains 502 members 
Mstep: Class 76 contains 228 members 
Mstep: Class 77 contains 396 members 
Mstep: Class 78 contains 492 members 
Mstep: Class 79 contains 1140 members 
Mstep: Class 80 contains 1158 members 
Mstep: Class 81 contains 1423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147555024.000000 Penalty: 280990.781250
Iteration 275Q: 82 clusters Score -1.47555e+08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 52553 members 
Mstep: Class 3 contains 5280 members 
Mstep: Class 4 contains 27249 members 
Mstep: Class 5 contains 8286 members 
Mstep: Class 6 contains 4490 members 
Mstep: Class 7 contains 26582 members 
Mstep: Class 8 contains 748 members 
Mstep: Class 9 contains 10973 members 
Mstep: Class 10 contains 3040 members 
Mstep: Class 11 contains 37309 members 
Mstep: Class 12 contains 23336 members 
Mstep: Class 13 contains 215708 members 
Mstep: Class 14 contains 40995 members 
Mstep: Class 15 contains 694 members 
Mstep: Class 16 contains 29095 members 
Mstep: Class 17 contains 9366 members 
Mstep: Class 18 contains 14308 members 
Mstep: Class 19 contains 61584 members 
Mstep: Class 20 contains 10998 members 
Mstep: Class 21 contains 16567 members 
Mstep: Class 22 contains 2993 members 
Mstep: Class 23 contains 2570 members 
Mstep: Class 24 contains 18665 members 
Mstep: Class 25 contains 2068 members 
Mstep: Class 26 contains 22288 members 
Mstep: Class 27 contains 6174 members 
Mstep: Class 28 contains 4115 members 
Mstep: Class 29 contains 37122 members 
Mstep: Class 30 contains 4527 members 
Mstep: Class 31 contains 481 members 
Mstep: Class 32 contains 381 members 
Mstep: Class 33 contains 38551 members 
Mstep: Class 34 contains 605 members 
Mstep: Class 35 contains 8732 members 
Mstep: Class 36 contains 2453 members 
Mstep: Class 37 contains 164248 members 
Mstep: Class 38 contains 8339 members 
Mstep: Class 39 contains 4265 members 
Mstep: Class 40 contains 5324 members 
Mstep: Class 41 contains 2913 members 
Mstep: Class 42 contains 3709 members 
Mstep: Class 43 contains 550 members 
Mstep: Class 44 contains 3468 members 
Mstep: Class 45 contains 1907 members 
Mstep: Class 46 contains 392 members 
Mstep: Class 47 contains 5100 members 
Mstep: Class 48 contains 1823 members 
Mstep: Class 49 contains 4225 members 
Mstep: Class 50 contains 6309 members 
Mstep: Class 51 contains 175504 members 
Mstep: Class 52 contains 338 members 
Mstep: Class 53 contains 207 members 
Mstep: Class 54 contains 355 members 
Mstep: Class 55 contains 4301 members 
Mstep: Class 56 contains 2518 members 
Mstep: Class 57 contains 179 members 
Mstep: Class 58 contains 10459 members 
Mstep: Class 59 contains 649 members 
Mstep: Class 60 contains 17851 members 
Mstep: Class 61 contains 255 members 
Mstep: Class 62 contains 1155 members 
Mstep: Class 63 contains 438 members 
Mstep: Class 64 contains 344 members 
Mstep: Class 65 contains 613 members 
Mstep: Class 66 contains 876 members 
Mstep: Class 67 contains 188 members 
Mstep: Class 68 contains 326 members 
Mstep: Class 69 contains 164 members 
Mstep: Class 70 contains 306 members 
Mstep: Class 71 contains 934 members 
Mstep: Class 72 contains 436 members 
Mstep: Class 73 contains 379 members 
Mstep: Class 74 contains 226 members 
Mstep: Class 75 contains 501 members 
Mstep: Class 76 contains 228 members 
Mstep: Class 77 contains 396 members 
Mstep: Class 78 contains 492 members 
Mstep: Class 79 contains 1114 members 
Mstep: Class 80 contains 1184 members 
Mstep: Class 81 contains 1420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147555168.000000 Penalty: 280990.781250
Iteration 276Q: 82 clusters Score -1.475552e+08 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 52553 members 
Mstep: Class 3 contains 5280 members 
Mstep: Class 4 contains 27249 members 
Mstep: Class 5 contains 8286 members 
Mstep: Class 6 contains 4490 members 
Mstep: Class 7 contains 26582 members 
Mstep: Class 8 contains 749 members 
Mstep: Class 9 contains 10973 members 
Mstep: Class 10 contains 3040 members 
Mstep: Class 11 contains 37309 members 
Mstep: Class 12 contains 23336 members 
Mstep: Class 13 contains 215708 members 
Mstep: Class 14 contains 40995 members 
Mstep: Class 15 contains 695 members 
Mstep: Class 16 contains 29095 members 
Mstep: Class 17 contains 9366 members 
Mstep: Class 18 contains 14308 members 
Mstep: Class 19 contains 61584 members 
Mstep: Class 20 contains 10998 members 
Mstep: Class 21 contains 16567 members 
Mstep: Class 22 contains 2993 members 
Mstep: Class 23 contains 2570 members 
Mstep: Class 24 contains 18665 members 
Mstep: Class 25 contains 2068 members 
Mstep: Class 26 contains 22288 members 
Mstep: Class 27 contains 6174 members 
Mstep: Class 28 contains 4115 members 
Mstep: Class 29 contains 37122 members 
Mstep: Class 30 contains 4527 members 
Mstep: Class 31 contains 481 members 
Mstep: Class 32 contains 381 members 
Mstep: Class 33 contains 38551 members 
Mstep: Class 34 contains 605 members 
Mstep: Class 35 contains 8732 members 
Mstep: Class 36 contains 2453 members 
Mstep: Class 37 contains 164248 members 
Mstep: Class 38 contains 8339 members 
Mstep: Class 39 contains 4265 members 
Mstep: Class 40 contains 5324 members 
Mstep: Class 41 contains 2913 members 
Mstep: Class 42 contains 3709 members 
Mstep: Class 43 contains 550 members 
Mstep: Class 44 contains 3468 members 
Mstep: Class 45 contains 1907 members 
Mstep: Class 46 contains 392 members 
Mstep: Class 47 contains 5100 members 
Mstep: Class 48 contains 1824 members 
Mstep: Class 49 contains 4225 members 
Mstep: Class 50 contains 6309 members 
Mstep: Class 51 contains 175504 members 
Mstep: Class 52 contains 338 members 
Mstep: Class 53 contains 207 members 
Mstep: Class 54 contains 355 members 
Mstep: Class 55 contains 4301 members 
Mstep: Class 56 contains 2518 members 
Mstep: Class 57 contains 179 members 
Mstep: Class 58 contains 10459 members 
Mstep: Class 59 contains 648 members 
Mstep: Class 60 contains 17851 members 
Mstep: Class 61 contains 255 members 
Mstep: Class 62 contains 1152 members 
Mstep: Class 63 contains 438 members 
Mstep: Class 64 contains 344 members 
Mstep: Class 65 contains 613 members 
Mstep: Class 66 contains 876 members 
Mstep: Class 67 contains 188 members 
Mstep: Class 68 contains 326 members 
Mstep: Class 69 contains 164 members 
Mstep: Class 70 contains 306 members 
Mstep: Class 71 contains 923 members 
Mstep: Class 72 contains 436 members 
Mstep: Class 73 contains 379 members 
Mstep: Class 74 contains 226 members 
Mstep: Class 75 contains 500 members 
Mstep: Class 76 contains 228 members 
Mstep: Class 77 contains 396 members 
Mstep: Class 78 contains 492 members 
Mstep: Class 79 contains 1090 members 
Mstep: Class 80 contains 1207 members 
Mstep: Class 81 contains 1434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147555392.000000 Penalty: 280990.781250
Iteration 277Q: 82 clusters Score -1.475554e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 52553 members 
Mstep: Class 3 contains 5280 members 
Mstep: Class 4 contains 27249 members 
Mstep: Class 5 contains 8286 members 
Mstep: Class 6 contains 4490 members 
Mstep: Class 7 contains 26582 members 
Mstep: Class 8 contains 751 members 
Mstep: Class 9 contains 10973 members 
Mstep: Class 10 contains 3040 members 
Mstep: Class 11 contains 37309 members 
Mstep: Class 12 contains 23336 members 
Mstep: Class 13 contains 215708 members 
Mstep: Class 14 contains 40995 members 
Mstep: Class 15 contains 690 members 
Mstep: Class 16 contains 29095 members 
Mstep: Class 17 contains 9366 members 
Mstep: Class 18 contains 14308 members 
Mstep: Class 19 contains 61584 members 
Mstep: Class 20 contains 10998 members 
Mstep: Class 21 contains 16567 members 
Mstep: Class 22 contains 2993 members 
Mstep: Class 23 contains 2570 members 
Mstep: Class 24 contains 18665 members 
Mstep: Class 25 contains 2068 members 
Mstep: Class 26 contains 22288 members 
Mstep: Class 27 contains 6174 members 
Mstep: Class 28 contains 4115 members 
Mstep: Class 29 contains 37122 members 
Mstep: Class 30 contains 4527 members 
Mstep: Class 31 contains 481 members 
Mstep: Class 32 contains 381 members 
Mstep: Class 33 contains 38551 members 
Mstep: Class 34 contains 605 members 
Mstep: Class 35 contains 8732 members 
Mstep: Class 36 contains 2453 members 
Mstep: Class 37 contains 164248 members 
Mstep: Class 38 contains 8339 members 
Mstep: Class 39 contains 4265 members 
Mstep: Class 40 contains 5324 members 
Mstep: Class 41 contains 2913 members 
Mstep: Class 42 contains 3709 members 
Mstep: Class 43 contains 550 members 
Mstep: Class 44 contains 3468 members 
Mstep: Class 45 contains 1907 members 
Mstep: Class 46 contains 392 members 
Mstep: Class 47 contains 5100 members 
Mstep: Class 48 contains 1823 members 
Mstep: Class 49 contains 4225 members 
Mstep: Class 50 contains 6309 members 
Mstep: Class 51 contains 175504 members 
Mstep: Class 52 contains 340 members 
Mstep: Class 53 contains 207 members 
Mstep: Class 54 contains 355 members 
Mstep: Class 55 contains 4301 members 
Mstep: Class 56 contains 2518 members 
Mstep: Class 57 contains 179 members 
Mstep: Class 58 contains 10459 members 
Mstep: Class 59 contains 647 members 
Mstep: Class 60 contains 17851 members 
Mstep: Class 61 contains 255 members 
Mstep: Class 62 contains 1152 members 
Mstep: Class 63 contains 438 members 
Mstep: Class 64 contains 344 members 
Mstep: Class 65 contains 613 members 
Mstep: Class 66 contains 876 members 
Mstep: Class 67 contains 188 members 
Mstep: Class 68 contains 326 members 
Mstep: Class 69 contains 164 members 
Mstep: Class 70 contains 306 members 
Mstep: Class 71 contains 917 members 
Mstep: Class 72 contains 436 members 
Mstep: Class 73 contains 379 members 
Mstep: Class 74 contains 226 members 
Mstep: Class 75 contains 500 members 
Mstep: Class 76 contains 228 members 
Mstep: Class 77 contains 397 members 
Mstep: Class 78 contains 492 members 
Mstep: Class 79 contains 1081 members 
Mstep: Class 80 contains 1214 members 
Mstep: Class 81 contains 1444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147555280.000000 Penalty: 280990.781250
Iteration 278Q: 82 clusters Score -1.475553e+08 nChanged 23
Entering ConstructFrom: 
Score: -147555280.000000 Penalty: 280990.781250
Entering ConstructFrom: 
Trying to split cluster 1 (412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Entering Unmasked Estep 
Score: -34439.988281 Penalty: 1493.213745
	Iteration 0F: 2 clusters Score -34439.99 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 207 members 
Entering Unmasked Estep 
Score: -33263.757812 Penalty: 2986.427490
	Iteration 0F: 3 clusters Score -33263.76 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -33754.601562 Penalty: 2986.427490
	Iteration 1F: 3 clusters Score -33754.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -33968.585938 Penalty: 2986.427490
	Iteration 2F: 3 clusters Score -33968.59 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -34105.007812 Penalty: 2986.427490
	Iteration 3F: 3 clusters Score -34105.01 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -34182.847656 Penalty: 2986.427490
	Iteration 4Q: 3 clusters Score -34182.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -34199.187500 Penalty: 2986.427490
	Iteration 5Q: 3 clusters Score -34199.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -34209.687500 Penalty: 2986.427490
	Iteration 6Q: 3 clusters Score -34209.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -34213.398438 Penalty: 2986.427490
	Iteration 7F: 3 clusters Score -34213.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -34317.757812 Penalty: 2986.427490
	Iteration 8Q: 3 clusters Score -34317.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -34333.562500 Penalty: 2986.427490
	Iteration 9Q: 3 clusters Score -34333.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -34368.148438 Penalty: 2986.427490
	Iteration 10Q: 3 clusters Score -34368.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -34403.859375 Penalty: 2986.427490
	Iteration 11Q: 3 clusters Score -34403.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -34436.765625 Penalty: 2986.427490
	Iteration 12Q: 3 clusters Score -34436.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -34452.476562 Penalty: 2986.427490
	Iteration 13Q: 3 clusters Score -34452.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -34471.941406 Penalty: 2986.427490
	Iteration 14Q: 3 clusters Score -34471.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -34473.660156 Penalty: 2986.427490
	Iteration 15Q: 3 clusters Score -34473.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -34473.660156 Penalty: 2986.427490
	Iteration 16F: 3 clusters Score -34473.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 52553 members 
Mstep: Class 3 contains 5280 members 
Mstep: Class 4 contains 27249 members 
Mstep: Class 5 contains 8286 members 
Mstep: Class 6 contains 4490 members 
Mstep: Class 7 contains 26582 members 
Mstep: Class 8 contains 751 members 
Mstep: Class 9 contains 10973 members 
Mstep: Class 10 contains 3040 members 
Mstep: Class 11 contains 37309 members 
Mstep: Class 12 contains 23336 members 
Mstep: Class 13 contains 215708 members 
Mstep: Class 14 contains 40995 members 
Mstep: Class 15 contains 685 members 
Mstep: Class 16 contains 29095 members 
Mstep: Class 17 contains 9366 members 
Mstep: Class 18 contains 14308 members 
Mstep: Class 19 contains 61584 members 
Mstep: Class 20 contains 10998 members 
Mstep: Class 21 contains 16567 members 
Mstep: Class 22 contains 2993 members 
Mstep: Class 23 contains 2570 members 
Mstep: Class 24 contains 18665 members 
Mstep: Class 25 contains 2068 members 
Mstep: Class 26 contains 22288 members 
Mstep: Class 27 contains 6174 members 
Mstep: Class 28 contains 4115 members 
Mstep: Class 29 contains 37122 members 
Mstep: Class 30 contains 4527 members 
Mstep: Class 31 contains 481 members 
Mstep: Class 32 contains 381 members 
Mstep: Class 33 contains 38551 members 
Mstep: Class 34 contains 605 members 
Mstep: Class 35 contains 8732 members 
Mstep: Class 36 contains 2453 members 
Mstep: Class 37 contains 164248 members 
Mstep: Class 38 contains 8339 members 
Mstep: Class 39 contains 4265 members 
Mstep: Class 40 contains 5324 members 
Mstep: Class 41 contains 2913 members 
Mstep: Class 42 contains 3709 members 
Mstep: Class 43 contains 550 members 
Mstep: Class 44 contains 3468 members 
Mstep: Class 45 contains 1907 members 
Mstep: Class 46 contains 392 members 
Mstep: Class 47 contains 5100 members 
Mstep: Class 48 contains 1822 members 
Mstep: Class 49 contains 4225 members 
Mstep: Class 50 contains 6309 members 
Mstep: Class 51 contains 175504 members 
Mstep: Class 52 contains 340 members 
Mstep: Class 53 contains 207 members 
Mstep: Class 54 contains 355 members 
Mstep: Class 55 contains 4301 members 
Mstep: Class 56 contains 2518 members 
Mstep: Class 57 contains 179 members 
Mstep: Class 58 contains 10459 members 
Mstep: Class 59 contains 647 members 
Mstep: Class 60 contains 17851 members 
Mstep: Class 61 contains 255 members 
Mstep: Class 62 contains 1152 members 
Mstep: Class 63 contains 438 members 
Mstep: Class 64 contains 344 members 
Mstep: Class 65 contains 613 members 
Mstep: Class 66 contains 876 members 
Mstep: Class 67 contains 188 members 
Mstep: Class 68 contains 326 members 
Mstep: Class 69 contains 164 members 
Mstep: Class 70 contains 306 members 
Mstep: Class 71 contains 913 members 
Mstep: Class 72 contains 436 members 
Mstep: Class 73 contains 379 members 
Mstep: Class 74 contains 226 members 
Mstep: Class 75 contains 500 members 
Mstep: Class 76 contains 228 members 
Mstep: Class 77 contains 397 members 
Mstep: Class 78 contains 492 members 
Mstep: Class 79 contains 1075 members 
Mstep: Class 80 contains 1219 members 
Mstep: Class 81 contains 1455 members 
Mstep: Class 82 contains 280 members 
Entering Unmasked Estep 
Score: -147553344.000000 Penalty: 284459.781250
Splitting cluster 1 changes total score from -147555280.000000 to -147553344.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (52553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52553 members 
Entering Unmasked Estep 
Score: -6298079.000000 Penalty: 2695.655273
	Iteration 0F: 2 clusters Score -6298079 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26319 members 
Mstep: Class 2 contains 26234 members 
Entering Unmasked Estep 
Score: -6262773.000000 Penalty: 5391.310547
	Iteration 0F: 3 clusters Score -6262773 nChanged 24183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26288 members 
Mstep: Class 2 contains 26265 members 
Entering Unmasked Estep 
Score: -6276273.000000 Penalty: 5391.310547
	Iteration 1F: 3 clusters Score -6276273 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26415 members 
Mstep: Class 2 contains 26138 members 
Entering Unmasked Estep 
Score: -6277130.000000 Penalty: 5391.310547
	Iteration 2Q: 3 clusters Score -6277130 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26684 members 
Mstep: Class 2 contains 25869 members 
Entering Unmasked Estep 
Score: -6278070.500000 Penalty: 5391.310547
	Iteration 3Q: 3 clusters Score -6278070 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27166 members 
Mstep: Class 2 contains 25387 members 
Entering Unmasked Estep 
Score: -6279079.500000 Penalty: 5391.310547
	Iteration 4Q: 3 clusters Score -6279080 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27852 members 
Mstep: Class 2 contains 24701 members 
Entering Unmasked Estep 
Score: -6280087.500000 Penalty: 5391.310547
	Iteration 5Q: 3 clusters Score -6280088 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28783 members 
Mstep: Class 2 contains 23770 members 
Entering Unmasked Estep 
Score: -6281260.000000 Penalty: 5391.310547
	Iteration 6Q: 3 clusters Score -6281260 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30004 members 
Mstep: Class 2 contains 22549 members 
Entering Unmasked Estep 
Score: -6282531.500000 Penalty: 5391.310547
	Iteration 7F: 3 clusters Score -6282532 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31481 members 
Mstep: Class 2 contains 21072 members 
Entering Unmasked Estep 
Score: -6284053.000000 Penalty: 5391.310547
	Iteration 8F: 3 clusters Score -6284053 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33198 members 
Mstep: Class 2 contains 19355 members 
Entering Unmasked Estep 
Score: -6285768.500000 Penalty: 5391.310547
	Iteration 9F: 3 clusters Score -6285768 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35034 members 
Mstep: Class 2 contains 17519 members 
Entering Unmasked Estep 
Score: -6287484.500000 Penalty: 5391.310547
	Iteration 10F: 3 clusters Score -6287484 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36815 members 
Mstep: Class 2 contains 15738 members 
Entering Unmasked Estep 
Score: -6289085.500000 Penalty: 5391.310547
	Iteration 11Q: 3 clusters Score -6289086 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38428 members 
Mstep: Class 2 contains 14125 members 
Entering Unmasked Estep 
Score: -6290338.000000 Penalty: 5391.310547
	Iteration 12Q: 3 clusters Score -6290338 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39863 members 
Mstep: Class 2 contains 12690 members 
Entering Unmasked Estep 
Score: -6291336.000000 Penalty: 5391.310547
	Iteration 13Q: 3 clusters Score -6291336 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41147 members 
Mstep: Class 2 contains 11406 members 
Entering Unmasked Estep 
Score: -6292108.500000 Penalty: 5391.310547
	Iteration 14Q: 3 clusters Score -6292108 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42328 members 
Mstep: Class 2 contains 10225 members 
Entering Unmasked Estep 
Score: -6292808.000000 Penalty: 5391.310547
	Iteration 15Q: 3 clusters Score -6292808 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43376 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -6293375.500000 Penalty: 5391.310547
	Iteration 16Q: 3 clusters Score -6293376 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44374 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -6293849.000000 Penalty: 5391.310547
	Iteration 17Q: 3 clusters Score -6293849 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45268 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -6294338.500000 Penalty: 5391.310547
	Iteration 18Q: 3 clusters Score -6294338 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46136 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -6294742.500000 Penalty: 5391.310547
	Iteration 19Q: 3 clusters Score -6294742 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46886 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -6295111.500000 Penalty: 5391.310547
	Iteration 20F: 3 clusters Score -6295112 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47488 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -6295404.500000 Penalty: 5391.310547
	Iteration 21Q: 3 clusters Score -6295404 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48023 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -6295685.500000 Penalty: 5391.310547
	Iteration 22Q: 3 clusters Score -6295686 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48458 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -6295940.500000 Penalty: 5391.310547
	Iteration 23Q: 3 clusters Score -6295940 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48819 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -6296225.500000 Penalty: 5391.310547
	Iteration 24Q: 3 clusters Score -6296226 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49082 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -6296438.000000 Penalty: 5391.310547
	Iteration 25Q: 3 clusters Score -6296438 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49284 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -6296607.000000 Penalty: 5391.310547
	Iteration 26Q: 3 clusters Score -6296607 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49441 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -6296722.500000 Penalty: 5391.310547
	Iteration 27Q: 3 clusters Score -6296722 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49584 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -6296807.000000 Penalty: 5391.310547
	Iteration 28Q: 3 clusters Score -6296807 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49694 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -6296897.500000 Penalty: 5391.310547
	Iteration 29Q: 3 clusters Score -6296898 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49781 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -6296954.500000 Penalty: 5391.310547
	Iteration 30Q: 3 clusters Score -6296954 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49851 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -6296999.500000 Penalty: 5391.310547
	Iteration 31Q: 3 clusters Score -6297000 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49922 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -6297052.000000 Penalty: 5391.310547
	Iteration 32Q: 3 clusters Score -6297052 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49962 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -6297103.000000 Penalty: 5391.310547
	Iteration 33Q: 3 clusters Score -6297103 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49996 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -6297134.500000 Penalty: 5391.310547
	Iteration 34Q: 3 clusters Score -6297134 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50035 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -6297143.000000 Penalty: 5391.310547
	Iteration 35Q: 3 clusters Score -6297143 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50060 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -6297161.000000 Penalty: 5391.310547
	Iteration 36Q: 3 clusters Score -6297161 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50075 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -6297171.000000 Penalty: 5391.310547
	Iteration 37Q: 3 clusters Score -6297171 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50090 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -6297160.500000 Penalty: 5391.310547
	Iteration 38Q: 3 clusters Score -6297160 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50097 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -6297162.000000 Penalty: 5391.310547
	Iteration 39Q: 3 clusters Score -6297162 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50111 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -6297164.500000 Penalty: 5391.310547
	Iteration 40F: 3 clusters Score -6297164 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50119 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -6297155.500000 Penalty: 5391.310547
	Iteration 41Q: 3 clusters Score -6297156 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50125 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -6297161.000000 Penalty: 5391.310547
	Iteration 42Q: 3 clusters Score -6297161 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50133 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -6297172.500000 Penalty: 5391.310547
	Iteration 43Q: 3 clusters Score -6297172 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50140 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -6297182.000000 Penalty: 5391.310547
	Iteration 44Q: 3 clusters Score -6297182 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50141 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -6297183.000000 Penalty: 5391.310547
	Iteration 45Q: 3 clusters Score -6297183 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50144 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -6297177.500000 Penalty: 5391.310547
	Iteration 46Q: 3 clusters Score -6297178 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50145 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -6297188.500000 Penalty: 5391.310547
	Iteration 47Q: 3 clusters Score -6297188 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50145 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -6297201.500000 Penalty: 5391.310547
	Iteration 48Q: 3 clusters Score -6297202 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50159 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -6297205.000000 Penalty: 5391.310547
	Iteration 49Q: 3 clusters Score -6297205 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50169 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -6297218.500000 Penalty: 5391.310547
	Iteration 50Q: 3 clusters Score -6297218 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50184 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -6297211.500000 Penalty: 5391.310547
	Iteration 51Q: 3 clusters Score -6297212 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50197 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -6297219.000000 Penalty: 5391.310547
	Iteration 52Q: 3 clusters Score -6297219 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50207 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -6297210.000000 Penalty: 5391.310547
	Iteration 53Q: 3 clusters Score -6297210 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50217 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -6297224.500000 Penalty: 5391.310547
	Iteration 54Q: 3 clusters Score -6297224 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50220 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -6297222.000000 Penalty: 5391.310547
	Iteration 55Q: 3 clusters Score -6297222 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50224 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -6297215.000000 Penalty: 5391.310547
	Iteration 56Q: 3 clusters Score -6297215 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50228 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -6297224.000000 Penalty: 5391.310547
	Iteration 57Q: 3 clusters Score -6297224 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50237 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -6297229.000000 Penalty: 5391.310547
	Iteration 58Q: 3 clusters Score -6297229 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50246 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -6297231.000000 Penalty: 5391.310547
	Iteration 59Q: 3 clusters Score -6297231 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50249 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -6297225.500000 Penalty: 5391.310547
	Iteration 60F: 3 clusters Score -6297226 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50253 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -6297228.500000 Penalty: 5391.310547
	Iteration 61Q: 3 clusters Score -6297228 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50261 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -6297224.000000 Penalty: 5391.310547
	Iteration 62Q: 3 clusters Score -6297224 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50269 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -6297227.000000 Penalty: 5391.310547
	Iteration 63Q: 3 clusters Score -6297227 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50275 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -6297230.500000 Penalty: 5391.310547
	Iteration 64Q: 3 clusters Score -6297230 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50280 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -6297235.000000 Penalty: 5391.310547
	Iteration 65Q: 3 clusters Score -6297235 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50282 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -6297241.000000 Penalty: 5391.310547
	Iteration 66Q: 3 clusters Score -6297241 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50282 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -6297242.000000 Penalty: 5391.310547
	Iteration 67Q: 3 clusters Score -6297242 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50281 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -6297242.000000 Penalty: 5391.310547
	Iteration 68Q: 3 clusters Score -6297242 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50281 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -6297242.000000 Penalty: 5391.310547
	Iteration 69F: 3 clusters Score -6297242 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (5280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Entering Unmasked Estep 
Score: -641588.562500 Penalty: 2125.776855
	Iteration 0F: 2 clusters Score -641588.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -636972.562500 Penalty: 4251.553711
	Iteration 0F: 3 clusters Score -636972.6 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -638204.125000 Penalty: 4251.553711
	Iteration 1F: 3 clusters Score -638204.1 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -638519.875000 Penalty: 4251.553711
	Iteration 2F: 3 clusters Score -638519.9 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -638865.125000 Penalty: 4251.553711
	Iteration 3F: 3 clusters Score -638865.1 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -639235.500000 Penalty: 4251.553711
	Iteration 4F: 3 clusters Score -639235.5 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -639644.812500 Penalty: 4251.553711
	Iteration 5F: 3 clusters Score -639644.8 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -639944.250000 Penalty: 4251.553711
	Iteration 6F: 3 clusters Score -639944.2 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -640180.625000 Penalty: 4251.553711
	Iteration 7Q: 3 clusters Score -640180.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -640375.437500 Penalty: 4251.553711
	Iteration 8Q: 3 clusters Score -640375.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -640526.562500 Penalty: 4251.553711
	Iteration 9Q: 3 clusters Score -640526.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -640607.375000 Penalty: 4251.553711
	Iteration 10Q: 3 clusters Score -640607.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -640652.312500 Penalty: 4251.553711
	Iteration 11Q: 3 clusters Score -640652.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -640690.125000 Penalty: 4251.553711
	Iteration 12Q: 3 clusters Score -640690.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -640726.437500 Penalty: 4251.553711
	Iteration 13Q: 3 clusters Score -640726.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -640750.375000 Penalty: 4251.553711
	Iteration 14Q: 3 clusters Score -640750.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -640769.187500 Penalty: 4251.553711
	Iteration 15Q: 3 clusters Score -640769.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -640786.187500 Penalty: 4251.553711
	Iteration 16Q: 3 clusters Score -640786.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -640798.500000 Penalty: 4251.553711
	Iteration 17Q: 3 clusters Score -640798.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -640807.187500 Penalty: 4251.553711
	Iteration 18Q: 3 clusters Score -640807.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -640815.062500 Penalty: 4251.553711
	Iteration 19Q: 3 clusters Score -640815.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -640822.250000 Penalty: 4251.553711
	Iteration 20F: 3 clusters Score -640822.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -640826.750000 Penalty: 4251.553711
	Iteration 21Q: 3 clusters Score -640826.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -640834.000000 Penalty: 4251.553711
	Iteration 22Q: 3 clusters Score -640834 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -640837.875000 Penalty: 4251.553711
	Iteration 23Q: 3 clusters Score -640837.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -640841.437500 Penalty: 4251.553711
	Iteration 24Q: 3 clusters Score -640841.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -640845.687500 Penalty: 4251.553711
	Iteration 25Q: 3 clusters Score -640845.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -640851.625000 Penalty: 4251.553711
	Iteration 26Q: 3 clusters Score -640851.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -640855.125000 Penalty: 4251.553711
	Iteration 27Q: 3 clusters Score -640855.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -640861.812500 Penalty: 4251.553711
	Iteration 28Q: 3 clusters Score -640861.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -640867.875000 Penalty: 4251.553711
	Iteration 29Q: 3 clusters Score -640867.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -640875.375000 Penalty: 4251.553711
	Iteration 30Q: 3 clusters Score -640875.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -640885.625000 Penalty: 4251.553711
	Iteration 31Q: 3 clusters Score -640885.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -640890.187500 Penalty: 4251.553711
	Iteration 32Q: 3 clusters Score -640890.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -640893.375000 Penalty: 4251.553711
	Iteration 33Q: 3 clusters Score -640893.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -640895.437500 Penalty: 4251.553711
	Iteration 34Q: 3 clusters Score -640895.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -640897.875000 Penalty: 4251.553711
	Iteration 35Q: 3 clusters Score -640897.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -640900.875000 Penalty: 4251.553711
	Iteration 36Q: 3 clusters Score -640900.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -640902.625000 Penalty: 4251.553711
	Iteration 37Q: 3 clusters Score -640902.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -640903.562500 Penalty: 4251.553711
	Iteration 38Q: 3 clusters Score -640903.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -640904.937500 Penalty: 4251.553711
	Iteration 39Q: 3 clusters Score -640904.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -640905.562500 Penalty: 4251.553711
	Iteration 40F: 3 clusters Score -640905.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -640906.437500 Penalty: 4251.553711
	Iteration 41Q: 3 clusters Score -640906.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -640908.312500 Penalty: 4251.553711
	Iteration 42Q: 3 clusters Score -640908.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -640909.187500 Penalty: 4251.553711
	Iteration 43Q: 3 clusters Score -640909.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -640908.687500 Penalty: 4251.553711
	Iteration 44Q: 3 clusters Score -640908.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -640910.000000 Penalty: 4251.553711
	Iteration 45Q: 3 clusters Score -640910 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -640910.625000 Penalty: 4251.553711
	Iteration 46Q: 3 clusters Score -640910.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -640910.625000 Penalty: 4251.553711
	Iteration 47F: 3 clusters Score -640910.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (27249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27249 members 
Entering Unmasked Estep 
Score: -3471821.250000 Penalty: 2532.767578
	Iteration 0F: 2 clusters Score -3471821 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13595 members 
Mstep: Class 2 contains 13654 members 
Entering Unmasked Estep 
Score: -3453132.000000 Penalty: 5065.535156
	Iteration 0F: 3 clusters Score -3453132 nChanged 12195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13850 members 
Mstep: Class 2 contains 13399 members 
Entering Unmasked Estep 
Score: -3459771.750000 Penalty: 5065.535156
	Iteration 1F: 3 clusters Score -3459772 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14012 members 
Mstep: Class 2 contains 13237 members 
Entering Unmasked Estep 
Score: -3460143.000000 Penalty: 5065.535156
	Iteration 2Q: 3 clusters Score -3460143 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14197 members 
Mstep: Class 2 contains 13052 members 
Entering Unmasked Estep 
Score: -3460489.500000 Penalty: 5065.535156
	Iteration 3Q: 3 clusters Score -3460490 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14401 members 
Mstep: Class 2 contains 12848 members 
Entering Unmasked Estep 
Score: -3460802.000000 Penalty: 5065.535156
	Iteration 4Q: 3 clusters Score -3460802 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14661 members 
Mstep: Class 2 contains 12588 members 
Entering Unmasked Estep 
Score: -3461150.250000 Penalty: 5065.535156
	Iteration 5Q: 3 clusters Score -3461150 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15070 members 
Mstep: Class 2 contains 12179 members 
Entering Unmasked Estep 
Score: -3461547.250000 Penalty: 5065.535156
	Iteration 6Q: 3 clusters Score -3461547 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15649 members 
Mstep: Class 2 contains 11600 members 
Entering Unmasked Estep 
Score: -3462089.250000 Penalty: 5065.535156
	Iteration 7Q: 3 clusters Score -3462089 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16404 members 
Mstep: Class 2 contains 10845 members 
Entering Unmasked Estep 
Score: -3462777.750000 Penalty: 5065.535156
	Iteration 8Q: 3 clusters Score -3462778 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17272 members 
Mstep: Class 2 contains 9977 members 
Entering Unmasked Estep 
Score: -3463566.750000 Penalty: 5065.535156
	Iteration 9F: 3 clusters Score -3463567 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18215 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -3464442.500000 Penalty: 5065.535156
	Iteration 10F: 3 clusters Score -3464442 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19146 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -3465201.000000 Penalty: 5065.535156
	Iteration 11Q: 3 clusters Score -3465201 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20033 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -3465863.250000 Penalty: 5065.535156
	Iteration 12Q: 3 clusters Score -3465863 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20854 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -3466372.500000 Penalty: 5065.535156
	Iteration 13Q: 3 clusters Score -3466372 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21569 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -3466855.750000 Penalty: 5065.535156
	Iteration 14Q: 3 clusters Score -3466856 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22244 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -3467312.500000 Penalty: 5065.535156
	Iteration 15Q: 3 clusters Score -3467312 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22856 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -3467827.250000 Penalty: 5065.535156
	Iteration 16Q: 3 clusters Score -3467827 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23442 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -3468363.250000 Penalty: 5065.535156
	Iteration 17Q: 3 clusters Score -3468363 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23869 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -3468866.000000 Penalty: 5065.535156
	Iteration 18Q: 3 clusters Score -3468866 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24201 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -3469254.750000 Penalty: 5065.535156
	Iteration 19Q: 3 clusters Score -3469255 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24408 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -3469539.250000 Penalty: 5065.535156
	Iteration 20F: 3 clusters Score -3469539 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24557 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -3469774.000000 Penalty: 5065.535156
	Iteration 21Q: 3 clusters Score -3469774 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24656 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -3469926.250000 Penalty: 5065.535156
	Iteration 22Q: 3 clusters Score -3469926 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24740 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -3470020.000000 Penalty: 5065.535156
	Iteration 23Q: 3 clusters Score -3470020 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24818 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -3470070.500000 Penalty: 5065.535156
	Iteration 24Q: 3 clusters Score -3470070 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24865 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -3470103.500000 Penalty: 5065.535156
	Iteration 25Q: 3 clusters Score -3470104 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24903 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -3470129.000000 Penalty: 5065.535156
	Iteration 26Q: 3 clusters Score -3470129 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24926 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -3470145.000000 Penalty: 5065.535156
	Iteration 27Q: 3 clusters Score -3470145 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24937 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -3470163.250000 Penalty: 5065.535156
	Iteration 28Q: 3 clusters Score -3470163 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24953 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -3470166.000000 Penalty: 5065.535156
	Iteration 29Q: 3 clusters Score -3470166 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24965 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -3470163.500000 Penalty: 5065.535156
	Iteration 30Q: 3 clusters Score -3470164 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24983 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -3470168.750000 Penalty: 5065.535156
	Iteration 31Q: 3 clusters Score -3470169 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25002 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -3470172.750000 Penalty: 5065.535156
	Iteration 32Q: 3 clusters Score -3470173 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25015 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -3470183.000000 Penalty: 5065.535156
	Iteration 33Q: 3 clusters Score -3470183 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25019 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -3470188.750000 Penalty: 5065.535156
	Iteration 34Q: 3 clusters Score -3470189 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25028 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -3470189.500000 Penalty: 5065.535156
	Iteration 35Q: 3 clusters Score -3470190 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25038 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -3470193.000000 Penalty: 5065.535156
	Iteration 36Q: 3 clusters Score -3470193 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25051 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -3470192.750000 Penalty: 5065.535156
	Iteration 37Q: 3 clusters Score -3470193 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25069 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -3470197.500000 Penalty: 5065.535156
	Iteration 38Q: 3 clusters Score -3470198 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25082 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -3470201.250000 Penalty: 5065.535156
	Iteration 39Q: 3 clusters Score -3470201 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25094 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -3470210.000000 Penalty: 5065.535156
	Iteration 40F: 3 clusters Score -3470210 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25112 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -3470208.250000 Penalty: 5065.535156
	Iteration 41Q: 3 clusters Score -3470208 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25121 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -3470207.000000 Penalty: 5065.535156
	Iteration 42Q: 3 clusters Score -3470207 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25127 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -3470207.000000 Penalty: 5065.535156
	Iteration 43Q: 3 clusters Score -3470207 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25132 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -3470212.250000 Penalty: 5065.535156
	Iteration 44Q: 3 clusters Score -3470212 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25135 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -3470211.500000 Penalty: 5065.535156
	Iteration 45Q: 3 clusters Score -3470212 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25140 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -3470218.000000 Penalty: 5065.535156
	Iteration 46Q: 3 clusters Score -3470218 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25147 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -3470217.000000 Penalty: 5065.535156
	Iteration 47Q: 3 clusters Score -3470217 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25152 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -3470212.750000 Penalty: 5065.535156
	Iteration 48Q: 3 clusters Score -3470213 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25155 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -3470217.250000 Penalty: 5065.535156
	Iteration 49Q: 3 clusters Score -3470217 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25157 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -3470221.250000 Penalty: 5065.535156
	Iteration 50Q: 3 clusters Score -3470221 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25160 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -3470223.000000 Penalty: 5065.535156
	Iteration 51Q: 3 clusters Score -3470223 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25160 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -3470223.000000 Penalty: 5065.535156
	Iteration 52F: 3 clusters Score -3470223 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (8286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Entering Unmasked Estep 
Score: -942969.875000 Penalty: 2237.536133
	Iteration 0F: 2 clusters Score -942969.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -936433.812500 Penalty: 4475.072266
	Iteration 0F: 3 clusters Score -936433.8 nChanged 3395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -938438.187500 Penalty: 4475.072266
	Iteration 1F: 3 clusters Score -938438.2 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -939021.187500 Penalty: 4475.072266
	Iteration 2F: 3 clusters Score -939021.2 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -939477.625000 Penalty: 4475.072266
	Iteration 3F: 3 clusters Score -939477.6 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -939879.687500 Penalty: 4475.072266
	Iteration 4F: 3 clusters Score -939879.7 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -940235.562500 Penalty: 4475.072266
	Iteration 5F: 3 clusters Score -940235.6 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -940516.875000 Penalty: 4475.072266
	Iteration 6Q: 3 clusters Score -940516.9 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -940747.625000 Penalty: 4475.072266
	Iteration 7Q: 3 clusters Score -940747.6 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -940936.562500 Penalty: 4475.072266
	Iteration 8Q: 3 clusters Score -940936.6 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -941108.187500 Penalty: 4475.072266
	Iteration 9Q: 3 clusters Score -941108.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -941225.687500 Penalty: 4475.072266
	Iteration 10Q: 3 clusters Score -941225.7 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -941308.812500 Penalty: 4475.072266
	Iteration 11Q: 3 clusters Score -941308.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -941374.437500 Penalty: 4475.072266
	Iteration 12Q: 3 clusters Score -941374.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -941431.437500 Penalty: 4475.072266
	Iteration 13Q: 3 clusters Score -941431.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -941471.750000 Penalty: 4475.072266
	Iteration 14Q: 3 clusters Score -941471.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -941505.500000 Penalty: 4475.072266
	Iteration 15Q: 3 clusters Score -941505.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -941529.250000 Penalty: 4475.072266
	Iteration 16Q: 3 clusters Score -941529.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -941546.250000 Penalty: 4475.072266
	Iteration 17Q: 3 clusters Score -941546.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -941561.312500 Penalty: 4475.072266
	Iteration 18Q: 3 clusters Score -941561.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -941572.562500 Penalty: 4475.072266
	Iteration 19Q: 3 clusters Score -941572.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -941582.500000 Penalty: 4475.072266
	Iteration 20F: 3 clusters Score -941582.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -941591.062500 Penalty: 4475.072266
	Iteration 21Q: 3 clusters Score -941591.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -941597.437500 Penalty: 4475.072266
	Iteration 22Q: 3 clusters Score -941597.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -941601.812500 Penalty: 4475.072266
	Iteration 23Q: 3 clusters Score -941601.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -941610.625000 Penalty: 4475.072266
	Iteration 24Q: 3 clusters Score -941610.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -941621.250000 Penalty: 4475.072266
	Iteration 25Q: 3 clusters Score -941621.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -941628.687500 Penalty: 4475.072266
	Iteration 26Q: 3 clusters Score -941628.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -941634.500000 Penalty: 4475.072266
	Iteration 27Q: 3 clusters Score -941634.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -941644.875000 Penalty: 4475.072266
	Iteration 28Q: 3 clusters Score -941644.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -941650.375000 Penalty: 4475.072266
	Iteration 29Q: 3 clusters Score -941650.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -941655.000000 Penalty: 4475.072266
	Iteration 30Q: 3 clusters Score -941655 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -941656.000000 Penalty: 4475.072266
	Iteration 31Q: 3 clusters Score -941656 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -941657.500000 Penalty: 4475.072266
	Iteration 32Q: 3 clusters Score -941657.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -941662.125000 Penalty: 4475.072266
	Iteration 33Q: 3 clusters Score -941662.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -941663.625000 Penalty: 4475.072266
	Iteration 34Q: 3 clusters Score -941663.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -941667.187500 Penalty: 4475.072266
	Iteration 35Q: 3 clusters Score -941667.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -941666.750000 Penalty: 4475.072266
	Iteration 36Q: 3 clusters Score -941666.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -941670.375000 Penalty: 4475.072266
	Iteration 37Q: 3 clusters Score -941670.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -941670.937500 Penalty: 4475.072266
	Iteration 38Q: 3 clusters Score -941670.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -941670.312500 Penalty: 4475.072266
	Iteration 39Q: 3 clusters Score -941670.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -941674.187500 Penalty: 4475.072266
	Iteration 40F: 3 clusters Score -941674.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -941673.000000 Penalty: 4475.072266
	Iteration 41Q: 3 clusters Score -941673 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -941676.437500 Penalty: 4475.072266
	Iteration 42Q: 3 clusters Score -941676.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -941677.375000 Penalty: 4475.072266
	Iteration 43Q: 3 clusters Score -941677.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -941679.125000 Penalty: 4475.072266
	Iteration 44Q: 3 clusters Score -941679.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -941681.687500 Penalty: 4475.072266
	Iteration 45Q: 3 clusters Score -941681.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -941683.312500 Penalty: 4475.072266
	Iteration 46Q: 3 clusters Score -941683.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -941686.000000 Penalty: 4475.072266
	Iteration 47Q: 3 clusters Score -941686 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -941686.062500 Penalty: 4475.072266
	Iteration 48Q: 3 clusters Score -941686.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -941694.875000 Penalty: 4475.072266
	Iteration 49Q: 3 clusters Score -941694.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -941699.937500 Penalty: 4475.072266
	Iteration 50Q: 3 clusters Score -941699.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -941707.812500 Penalty: 4475.072266
	Iteration 51Q: 3 clusters Score -941707.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -941711.500000 Penalty: 4475.072266
	Iteration 52Q: 3 clusters Score -941711.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -941720.625000 Penalty: 4475.072266
	Iteration 53Q: 3 clusters Score -941720.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -941732.187500 Penalty: 4475.072266
	Iteration 54Q: 3 clusters Score -941732.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -941741.000000 Penalty: 4475.072266
	Iteration 55Q: 3 clusters Score -941741 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -941746.250000 Penalty: 4475.072266
	Iteration 56Q: 3 clusters Score -941746.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -941755.812500 Penalty: 4475.072266
	Iteration 57Q: 3 clusters Score -941755.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -941763.125000 Penalty: 4475.072266
	Iteration 58Q: 3 clusters Score -941763.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -941771.500000 Penalty: 4475.072266
	Iteration 59Q: 3 clusters Score -941771.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -941770.687500 Penalty: 4475.072266
	Iteration 60F: 3 clusters Score -941770.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -941775.687500 Penalty: 4475.072266
	Iteration 61Q: 3 clusters Score -941775.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -941777.937500 Penalty: 4475.072266
	Iteration 62Q: 3 clusters Score -941777.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -941779.250000 Penalty: 4475.072266
	Iteration 63Q: 3 clusters Score -941779.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -941782.437500 Penalty: 4475.072266
	Iteration 64Q: 3 clusters Score -941782.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -941786.062500 Penalty: 4475.072266
	Iteration 65Q: 3 clusters Score -941786.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -941787.375000 Penalty: 4475.072266
	Iteration 66Q: 3 clusters Score -941787.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -941788.000000 Penalty: 4475.072266
	Iteration 67Q: 3 clusters Score -941788 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -941789.187500 Penalty: 4475.072266
	Iteration 68Q: 3 clusters Score -941789.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -941788.812500 Penalty: 4475.072266
	Iteration 69Q: 3 clusters Score -941788.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -941790.250000 Penalty: 4475.072266
	Iteration 70Q: 3 clusters Score -941790.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -941790.312500 Penalty: 4475.072266
	Iteration 71Q: 3 clusters Score -941790.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -941792.375000 Penalty: 4475.072266
	Iteration 72Q: 3 clusters Score -941792.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -941792.062500 Penalty: 4475.072266
	Iteration 73Q: 3 clusters Score -941792.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -941793.625000 Penalty: 4475.072266
	Iteration 74Q: 3 clusters Score -941793.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -941793.125000 Penalty: 4475.072266
	Iteration 75Q: 3 clusters Score -941793.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -941796.250000 Penalty: 4475.072266
	Iteration 76Q: 3 clusters Score -941796.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -941796.375000 Penalty: 4475.072266
	Iteration 77Q: 3 clusters Score -941796.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -941796.375000 Penalty: 4475.072266
	Iteration 78F: 3 clusters Score -941796.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Entering Unmasked Estep 
Score: -548387.937500 Penalty: 2085.582764
	Iteration 0F: 2 clusters Score -548387.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -544202.000000 Penalty: 4171.165527
	Iteration 0F: 3 clusters Score -544202 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -545192.000000 Penalty: 4171.165527
	Iteration 1F: 3 clusters Score -545192 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -545431.687500 Penalty: 4171.165527
	Iteration 2F: 3 clusters Score -545431.7 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -545633.625000 Penalty: 4171.165527
	Iteration 3F: 3 clusters Score -545633.6 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -545818.937500 Penalty: 4171.165527
	Iteration 4F: 3 clusters Score -545818.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -546039.312500 Penalty: 4171.165527
	Iteration 5Q: 3 clusters Score -546039.3 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -546333.687500 Penalty: 4171.165527
	Iteration 6F: 3 clusters Score -546333.7 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -546635.750000 Penalty: 4171.165527
	Iteration 7F: 3 clusters Score -546635.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -546919.625000 Penalty: 4171.165527
	Iteration 8Q: 3 clusters Score -546919.6 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -547198.375000 Penalty: 4171.165527
	Iteration 9Q: 3 clusters Score -547198.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -547437.312500 Penalty: 4171.165527
	Iteration 10Q: 3 clusters Score -547437.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -547597.937500 Penalty: 4171.165527
	Iteration 11Q: 3 clusters Score -547597.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -547706.812500 Penalty: 4171.165527
	Iteration 12Q: 3 clusters Score -547706.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -547762.687500 Penalty: 4171.165527
	Iteration 13Q: 3 clusters Score -547762.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -547792.687500 Penalty: 4171.165527
	Iteration 14Q: 3 clusters Score -547792.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -547810.812500 Penalty: 4171.165527
	Iteration 15Q: 3 clusters Score -547810.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -547818.750000 Penalty: 4171.165527
	Iteration 16Q: 3 clusters Score -547818.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -547821.250000 Penalty: 4171.165527
	Iteration 17Q: 3 clusters Score -547821.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -547822.750000 Penalty: 4171.165527
	Iteration 18Q: 3 clusters Score -547822.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -547823.250000 Penalty: 4171.165527
	Iteration 19Q: 3 clusters Score -547823.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -547825.875000 Penalty: 4171.165527
	Iteration 20F: 3 clusters Score -547825.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -547827.437500 Penalty: 4171.165527
	Iteration 21Q: 3 clusters Score -547827.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -547827.937500 Penalty: 4171.165527
	Iteration 22Q: 3 clusters Score -547827.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -547827.687500 Penalty: 4171.165527
	Iteration 23Q: 3 clusters Score -547827.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -547828.687500 Penalty: 4171.165527
	Iteration 24Q: 3 clusters Score -547828.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -547830.375000 Penalty: 4171.165527
	Iteration 25Q: 3 clusters Score -547830.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -547831.562500 Penalty: 4171.165527
	Iteration 26Q: 3 clusters Score -547831.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -547834.062500 Penalty: 4171.165527
	Iteration 27Q: 3 clusters Score -547834.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -547837.625000 Penalty: 4171.165527
	Iteration 28Q: 3 clusters Score -547837.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -547837.625000 Penalty: 4171.165527
	Iteration 29F: 3 clusters Score -547837.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (26582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26582 members 
Entering Unmasked Estep 
Score: -3390051.500000 Penalty: 2526.621338
	Iteration 0F: 2 clusters Score -3390052 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13336 members 
Mstep: Class 2 contains 13246 members 
Entering Unmasked Estep 
Score: -3371748.250000 Penalty: 5053.242676
	Iteration 0F: 3 clusters Score -3371748 nChanged 11805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13579 members 
Mstep: Class 2 contains 13003 members 
Entering Unmasked Estep 
Score: -3378197.500000 Penalty: 5053.242676
	Iteration 1F: 3 clusters Score -3378198 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13754 members 
Mstep: Class 2 contains 12828 members 
Entering Unmasked Estep 
Score: -3378795.000000 Penalty: 5053.242676
	Iteration 2F: 3 clusters Score -3378795 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14029 members 
Mstep: Class 2 contains 12553 members 
Entering Unmasked Estep 
Score: -3379443.250000 Penalty: 5053.242676
	Iteration 3F: 3 clusters Score -3379443 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14401 members 
Mstep: Class 2 contains 12181 members 
Entering Unmasked Estep 
Score: -3380197.750000 Penalty: 5053.242676
	Iteration 4F: 3 clusters Score -3380198 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14845 members 
Mstep: Class 2 contains 11737 members 
Entering Unmasked Estep 
Score: -3380873.750000 Penalty: 5053.242676
	Iteration 5F: 3 clusters Score -3380874 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15330 members 
Mstep: Class 2 contains 11252 members 
Entering Unmasked Estep 
Score: -3381506.750000 Penalty: 5053.242676
	Iteration 6Q: 3 clusters Score -3381507 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15861 members 
Mstep: Class 2 contains 10721 members 
Entering Unmasked Estep 
Score: -3382116.500000 Penalty: 5053.242676
	Iteration 7Q: 3 clusters Score -3382116 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16413 members 
Mstep: Class 2 contains 10169 members 
Entering Unmasked Estep 
Score: -3382665.250000 Penalty: 5053.242676
	Iteration 8Q: 3 clusters Score -3382665 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17102 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
Score: -3383219.000000 Penalty: 5053.242676
	Iteration 9Q: 3 clusters Score -3383219 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17826 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -3383789.750000 Penalty: 5053.242676
	Iteration 10Q: 3 clusters Score -3383790 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18574 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -3384334.750000 Penalty: 5053.242676
	Iteration 11Q: 3 clusters Score -3384335 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19374 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -3384881.750000 Penalty: 5053.242676
	Iteration 12Q: 3 clusters Score -3384882 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20174 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -3385376.750000 Penalty: 5053.242676
	Iteration 13Q: 3 clusters Score -3385377 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20940 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -3385823.750000 Penalty: 5053.242676
	Iteration 14Q: 3 clusters Score -3385824 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21648 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -3386238.250000 Penalty: 5053.242676
	Iteration 15Q: 3 clusters Score -3386238 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22334 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -3386630.250000 Penalty: 5053.242676
	Iteration 16Q: 3 clusters Score -3386630 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22958 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -3387022.500000 Penalty: 5053.242676
	Iteration 17Q: 3 clusters Score -3387022 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23494 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -3387364.000000 Penalty: 5053.242676
	Iteration 18Q: 3 clusters Score -3387364 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24018 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -3387736.500000 Penalty: 5053.242676
	Iteration 19Q: 3 clusters Score -3387736 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24436 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -3388044.750000 Penalty: 5053.242676
	Iteration 20F: 3 clusters Score -3388045 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24743 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -3388237.250000 Penalty: 5053.242676
	Iteration 21Q: 3 clusters Score -3388237 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24973 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -3388398.000000 Penalty: 5053.242676
	Iteration 22Q: 3 clusters Score -3388398 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25167 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -3388514.500000 Penalty: 5053.242676
	Iteration 23Q: 3 clusters Score -3388514 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25316 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -3388603.250000 Penalty: 5053.242676
	Iteration 24Q: 3 clusters Score -3388603 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25416 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -3388663.000000 Penalty: 5053.242676
	Iteration 25Q: 3 clusters Score -3388663 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25464 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -3388682.500000 Penalty: 5053.242676
	Iteration 26Q: 3 clusters Score -3388682 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25497 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -3388701.250000 Penalty: 5053.242676
	Iteration 27Q: 3 clusters Score -3388701 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25531 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -3388720.750000 Penalty: 5053.242676
	Iteration 28Q: 3 clusters Score -3388721 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25564 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -3388735.250000 Penalty: 5053.242676
	Iteration 29Q: 3 clusters Score -3388735 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25585 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -3388741.500000 Penalty: 5053.242676
	Iteration 30Q: 3 clusters Score -3388742 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25602 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -3388754.500000 Penalty: 5053.242676
	Iteration 31Q: 3 clusters Score -3388754 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25615 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -3388757.500000 Penalty: 5053.242676
	Iteration 32Q: 3 clusters Score -3388758 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25625 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -3388765.750000 Penalty: 5053.242676
	Iteration 33Q: 3 clusters Score -3388766 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25633 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -3388775.250000 Penalty: 5053.242676
	Iteration 34Q: 3 clusters Score -3388775 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25642 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -3388778.250000 Penalty: 5053.242676
	Iteration 35Q: 3 clusters Score -3388778 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25647 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -3388782.250000 Penalty: 5053.242676
	Iteration 36Q: 3 clusters Score -3388782 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25653 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -3388786.000000 Penalty: 5053.242676
	Iteration 37Q: 3 clusters Score -3388786 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25658 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -3388791.500000 Penalty: 5053.242676
	Iteration 38Q: 3 clusters Score -3388792 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25666 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -3388789.250000 Penalty: 5053.242676
	Iteration 39Q: 3 clusters Score -3388789 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25674 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -3388803.500000 Penalty: 5053.242676
	Iteration 40F: 3 clusters Score -3388804 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25682 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -3388808.250000 Penalty: 5053.242676
	Iteration 41Q: 3 clusters Score -3388808 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25686 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -3388804.000000 Penalty: 5053.242676
	Iteration 42Q: 3 clusters Score -3388804 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25690 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -3388806.250000 Penalty: 5053.242676
	Iteration 43Q: 3 clusters Score -3388806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25692 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -3388805.250000 Penalty: 5053.242676
	Iteration 44Q: 3 clusters Score -3388805 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25693 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -3388807.750000 Penalty: 5053.242676
	Iteration 45Q: 3 clusters Score -3388808 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25693 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -3388807.750000 Penalty: 5053.242676
	Iteration 46F: 3 clusters Score -3388808 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Entering Unmasked Estep 
Score: -105247.984375 Penalty: 1642.108643
	Iteration 0F: 2 clusters Score -105248 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 373 members 
Entering Unmasked Estep 
Score: -103778.781250 Penalty: 3284.217285
	Iteration 0F: 3 clusters Score -103778.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -104581.789062 Penalty: 3284.217285
	Iteration 1F: 3 clusters Score -104581.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -105068.648438 Penalty: 3284.217285
	Iteration 2F: 3 clusters Score -105068.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -105359.945312 Penalty: 3284.217285
	Iteration 3F: 3 clusters Score -105359.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -105477.101562 Penalty: 3284.217285
	Iteration 4Q: 3 clusters Score -105477.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -105510.281250 Penalty: 3284.217285
	Iteration 5Q: 3 clusters Score -105510.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -105540.851562 Penalty: 3284.217285
	Iteration 6Q: 3 clusters Score -105540.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -105543.890625 Penalty: 3284.217285
	Iteration 7Q: 3 clusters Score -105543.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -105543.890625 Penalty: 3284.217285
	Iteration 8F: 3 clusters Score -105543.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 52553 members 
Mstep: Class 3 contains 5280 members 
Mstep: Class 4 contains 27249 members 
Mstep: Class 5 contains 8286 members 
Mstep: Class 6 contains 4490 members 
Mstep: Class 7 contains 26582 members 
Mstep: Class 8 contains 316 members 
Mstep: Class 9 contains 10973 members 
Mstep: Class 10 contains 3040 members 
Mstep: Class 11 contains 37309 members 
Mstep: Class 12 contains 23336 members 
Mstep: Class 13 contains 215708 members 
Mstep: Class 14 contains 40995 members 
Mstep: Class 15 contains 685 members 
Mstep: Class 16 contains 29095 members 
Mstep: Class 17 contains 9366 members 
Mstep: Class 18 contains 14308 members 
Mstep: Class 19 contains 61584 members 
Mstep: Class 20 contains 10998 members 
Mstep: Class 21 contains 16567 members 
Mstep: Class 22 contains 2993 members 
Mstep: Class 23 contains 2570 members 
Mstep: Class 24 contains 18665 members 
Mstep: Class 25 contains 2068 members 
Mstep: Class 26 contains 22288 members 
Mstep: Class 27 contains 6174 members 
Mstep: Class 28 contains 4115 members 
Mstep: Class 29 contains 37122 members 
Mstep: Class 30 contains 4527 members 
Mstep: Class 31 contains 481 members 
Mstep: Class 32 contains 381 members 
Mstep: Class 33 contains 38551 members 
Mstep: Class 34 contains 605 members 
Mstep: Class 35 contains 8732 members 
Mstep: Class 36 contains 2453 members 
Mstep: Class 37 contains 164248 members 
Mstep: Class 38 contains 8339 members 
Mstep: Class 39 contains 4265 members 
Mstep: Class 40 contains 5324 members 
Mstep: Class 41 contains 2913 members 
Mstep: Class 42 contains 3709 members 
Mstep: Class 43 contains 550 members 
Mstep: Class 44 contains 3468 members 
Mstep: Class 45 contains 1907 members 
Mstep: Class 46 contains 392 members 
Mstep: Class 47 contains 5100 members 
Mstep: Class 48 contains 1822 members 
Mstep: Class 49 contains 4225 members 
Mstep: Class 50 contains 6309 members 
Mstep: Class 51 contains 175504 members 
Mstep: Class 52 contains 340 members 
Mstep: Class 53 contains 207 members 
Mstep: Class 54 contains 355 members 
Mstep: Class 55 contains 4301 members 
Mstep: Class 56 contains 2518 members 
Mstep: Class 57 contains 179 members 
Mstep: Class 58 contains 10459 members 
Mstep: Class 59 contains 647 members 
Mstep: Class 60 contains 17851 members 
Mstep: Class 61 contains 255 members 
Mstep: Class 62 contains 1152 members 
Mstep: Class 63 contains 438 members 
Mstep: Class 64 contains 344 members 
Mstep: Class 65 contains 613 members 
Mstep: Class 66 contains 876 members 
Mstep: Class 67 contains 188 members 
Mstep: Class 68 contains 326 members 
Mstep: Class 69 contains 164 members 
Mstep: Class 70 contains 306 members 
Mstep: Class 71 contains 913 members 
Mstep: Class 72 contains 436 members 
Mstep: Class 73 contains 379 members 
Mstep: Class 74 contains 226 members 
Mstep: Class 75 contains 500 members 
Mstep: Class 76 contains 228 members 
Mstep: Class 77 contains 397 members 
Mstep: Class 78 contains 492 members 
Mstep: Class 79 contains 1075 members 
Mstep: Class 80 contains 1219 members 
Mstep: Class 81 contains 1455 members 
Mstep: Class 82 contains 435 members 
Entering Unmasked Estep 
Score: -147553824.000000 Penalty: 284459.781250
Splitting cluster 8 changes total score from -147555280.000000 to -147553824.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (10973 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10973 members 
Entering Unmasked Estep 
Score: -1377511.375000 Penalty: 2307.191895
	Iteration 0F: 2 clusters Score -1377511 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -1369180.000000 Penalty: 4614.383789
	Iteration 0F: 3 clusters Score -1369180 nChanged 4638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -1371658.250000 Penalty: 4614.383789
	Iteration 1F: 3 clusters Score -1371658 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -1372032.625000 Penalty: 4614.383789
	Iteration 2F: 3 clusters Score -1372033 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -1372357.125000 Penalty: 4614.383789
	Iteration 3F: 3 clusters Score -1372357 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -1372713.875000 Penalty: 4614.383789
	Iteration 4F: 3 clusters Score -1372714 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -1373080.625000 Penalty: 4614.383789
	Iteration 5F: 3 clusters Score -1373081 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -1373484.750000 Penalty: 4614.383789
	Iteration 6F: 3 clusters Score -1373485 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -1373916.625000 Penalty: 4614.383789
	Iteration 7F: 3 clusters Score -1373917 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -1374344.875000 Penalty: 4614.383789
	Iteration 8F: 3 clusters Score -1374345 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -1374719.875000 Penalty: 4614.383789
	Iteration 9Q: 3 clusters Score -1374720 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -1375040.375000 Penalty: 4614.383789
	Iteration 10Q: 3 clusters Score -1375040 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -1375311.625000 Penalty: 4614.383789
	Iteration 11Q: 3 clusters Score -1375312 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -1375540.125000 Penalty: 4614.383789
	Iteration 12Q: 3 clusters Score -1375540 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -1375740.625000 Penalty: 4614.383789
	Iteration 13Q: 3 clusters Score -1375741 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -1375879.125000 Penalty: 4614.383789
	Iteration 14Q: 3 clusters Score -1375879 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -1376006.750000 Penalty: 4614.383789
	Iteration 15Q: 3 clusters Score -1376007 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -1376102.875000 Penalty: 4614.383789
	Iteration 16Q: 3 clusters Score -1376103 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -1376172.875000 Penalty: 4614.383789
	Iteration 17Q: 3 clusters Score -1376173 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -1376224.000000 Penalty: 4614.383789
	Iteration 18Q: 3 clusters Score -1376224 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -1376259.500000 Penalty: 4614.383789
	Iteration 19Q: 3 clusters Score -1376260 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -1376280.750000 Penalty: 4614.383789
	Iteration 20F: 3 clusters Score -1376281 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -1376300.875000 Penalty: 4614.383789
	Iteration 21Q: 3 clusters Score -1376301 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -1376317.500000 Penalty: 4614.383789
	Iteration 22Q: 3 clusters Score -1376318 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -1376330.125000 Penalty: 4614.383789
	Iteration 23Q: 3 clusters Score -1376330 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -1376338.375000 Penalty: 4614.383789
	Iteration 24Q: 3 clusters Score -1376338 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -1376348.000000 Penalty: 4614.383789
	Iteration 25Q: 3 clusters Score -1376348 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -1376351.000000 Penalty: 4614.383789
	Iteration 26Q: 3 clusters Score -1376351 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -1376354.625000 Penalty: 4614.383789
	Iteration 27Q: 3 clusters Score -1376355 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -1376353.375000 Penalty: 4614.383789
	Iteration 28Q: 3 clusters Score -1376353 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -1376356.000000 Penalty: 4614.383789
	Iteration 29Q: 3 clusters Score -1376356 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -1376356.750000 Penalty: 4614.383789
	Iteration 30Q: 3 clusters Score -1376357 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -1376354.500000 Penalty: 4614.383789
	Iteration 31Q: 3 clusters Score -1376354 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -1376356.250000 Penalty: 4614.383789
	Iteration 32Q: 3 clusters Score -1376356 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -1376358.375000 Penalty: 4614.383789
	Iteration 33Q: 3 clusters Score -1376358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -1376356.750000 Penalty: 4614.383789
	Iteration 34Q: 3 clusters Score -1376357 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -1376356.750000 Penalty: 4614.383789
	Iteration 35F: 3 clusters Score -1376357 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3040 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Entering Unmasked Estep 
Score: -332948.312500 Penalty: 1988.864136
	Iteration 0F: 2 clusters Score -332948.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -329682.531250 Penalty: 3977.728271
	Iteration 0F: 3 clusters Score -329682.5 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -330504.031250 Penalty: 3977.728271
	Iteration 1F: 3 clusters Score -330504 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -330822.687500 Penalty: 3977.728271
	Iteration 2F: 3 clusters Score -330822.7 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -331089.187500 Penalty: 3977.728271
	Iteration 3F: 3 clusters Score -331089.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -331266.781250 Penalty: 3977.728271
	Iteration 4F: 3 clusters Score -331266.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -331401.562500 Penalty: 3977.728271
	Iteration 5Q: 3 clusters Score -331401.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -331513.906250 Penalty: 3977.728271
	Iteration 6Q: 3 clusters Score -331513.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -331620.031250 Penalty: 3977.728271
	Iteration 7Q: 3 clusters Score -331620 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -331704.781250 Penalty: 3977.728271
	Iteration 8Q: 3 clusters Score -331704.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -331759.906250 Penalty: 3977.728271
	Iteration 9Q: 3 clusters Score -331759.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -331800.531250 Penalty: 3977.728271
	Iteration 10Q: 3 clusters Score -331800.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -331841.281250 Penalty: 3977.728271
	Iteration 11Q: 3 clusters Score -331841.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -331865.000000 Penalty: 3977.728271
	Iteration 12Q: 3 clusters Score -331865 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -331881.218750 Penalty: 3977.728271
	Iteration 13Q: 3 clusters Score -331881.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -331891.437500 Penalty: 3977.728271
	Iteration 14Q: 3 clusters Score -331891.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -331902.687500 Penalty: 3977.728271
	Iteration 15Q: 3 clusters Score -331902.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -331909.375000 Penalty: 3977.728271
	Iteration 16Q: 3 clusters Score -331909.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -331915.437500 Penalty: 3977.728271
	Iteration 17Q: 3 clusters Score -331915.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -331918.906250 Penalty: 3977.728271
	Iteration 18Q: 3 clusters Score -331918.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -331922.468750 Penalty: 3977.728271
	Iteration 19Q: 3 clusters Score -331922.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -331924.125000 Penalty: 3977.728271
	Iteration 20F: 3 clusters Score -331924.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -331924.406250 Penalty: 3977.728271
	Iteration 21Q: 3 clusters Score -331924.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -331924.625000 Penalty: 3977.728271
	Iteration 22Q: 3 clusters Score -331924.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -331925.218750 Penalty: 3977.728271
	Iteration 23Q: 3 clusters Score -331925.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -331925.937500 Penalty: 3977.728271
	Iteration 24Q: 3 clusters Score -331925.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -331926.406250 Penalty: 3977.728271
	Iteration 25Q: 3 clusters Score -331926.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -331926.187500 Penalty: 3977.728271
	Iteration 26Q: 3 clusters Score -331926.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -331926.187500 Penalty: 3977.728271
	Iteration 27F: 3 clusters Score -331926.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (37309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37309 members 
Entering Unmasked Estep 
Score: -4697960.000000 Penalty: 2610.693604
	Iteration 0F: 2 clusters Score -4697960 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18608 members 
Mstep: Class 2 contains 18701 members 
Entering Unmasked Estep 
Score: -4672656.500000 Penalty: 5221.387207
	Iteration 0F: 3 clusters Score -4672656 nChanged 17015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18559 members 
Mstep: Class 2 contains 18750 members 
Entering Unmasked Estep 
Score: -4682152.000000 Penalty: 5221.387207
	Iteration 1F: 3 clusters Score -4682152 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18454 members 
Mstep: Class 2 contains 18855 members 
Entering Unmasked Estep 
Score: -4682935.000000 Penalty: 5221.387207
	Iteration 2F: 3 clusters Score -4682935 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18280 members 
Mstep: Class 2 contains 19029 members 
Entering Unmasked Estep 
Score: -4683732.000000 Penalty: 5221.387207
	Iteration 3F: 3 clusters Score -4683732 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18022 members 
Mstep: Class 2 contains 19287 members 
Entering Unmasked Estep 
Score: -4684661.500000 Penalty: 5221.387207
	Iteration 4F: 3 clusters Score -4684662 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17643 members 
Mstep: Class 2 contains 19666 members 
Entering Unmasked Estep 
Score: -4685587.500000 Penalty: 5221.387207
	Iteration 5F: 3 clusters Score -4685588 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17140 members 
Mstep: Class 2 contains 20169 members 
Entering Unmasked Estep 
Score: -4686595.000000 Penalty: 5221.387207
	Iteration 6F: 3 clusters Score -4686595 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16429 members 
Mstep: Class 2 contains 20880 members 
Entering Unmasked Estep 
Score: -4687608.500000 Penalty: 5221.387207
	Iteration 7F: 3 clusters Score -4687608 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15594 members 
Mstep: Class 2 contains 21715 members 
Entering Unmasked Estep 
Score: -4688716.500000 Penalty: 5221.387207
	Iteration 8F: 3 clusters Score -4688716 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14738 members 
Mstep: Class 2 contains 22571 members 
Entering Unmasked Estep 
Score: -4689842.000000 Penalty: 5221.387207
	Iteration 9F: 3 clusters Score -4689842 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13879 members 
Mstep: Class 2 contains 23430 members 
Entering Unmasked Estep 
Score: -4690829.500000 Penalty: 5221.387207
	Iteration 10Q: 3 clusters Score -4690830 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13068 members 
Mstep: Class 2 contains 24241 members 
Entering Unmasked Estep 
Score: -4691644.500000 Penalty: 5221.387207
	Iteration 11Q: 3 clusters Score -4691644 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12342 members 
Mstep: Class 2 contains 24967 members 
Entering Unmasked Estep 
Score: -4692211.000000 Penalty: 5221.387207
	Iteration 12Q: 3 clusters Score -4692211 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11688 members 
Mstep: Class 2 contains 25621 members 
Entering Unmasked Estep 
Score: -4692599.500000 Penalty: 5221.387207
	Iteration 13Q: 3 clusters Score -4692600 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11068 members 
Mstep: Class 2 contains 26241 members 
Entering Unmasked Estep 
Score: -4692901.000000 Penalty: 5221.387207
	Iteration 14Q: 3 clusters Score -4692901 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10481 members 
Mstep: Class 2 contains 26828 members 
Entering Unmasked Estep 
Score: -4693166.000000 Penalty: 5221.387207
	Iteration 15Q: 3 clusters Score -4693166 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9935 members 
Mstep: Class 2 contains 27374 members 
Entering Unmasked Estep 
Score: -4693435.500000 Penalty: 5221.387207
	Iteration 16Q: 3 clusters Score -4693436 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9431 members 
Mstep: Class 2 contains 27878 members 
Entering Unmasked Estep 
Score: -4693645.000000 Penalty: 5221.387207
	Iteration 17Q: 3 clusters Score -4693645 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 28323 members 
Entering Unmasked Estep 
Score: -4693823.500000 Penalty: 5221.387207
	Iteration 18Q: 3 clusters Score -4693824 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 28764 members 
Entering Unmasked Estep 
Score: -4693931.500000 Penalty: 5221.387207
	Iteration 19Q: 3 clusters Score -4693932 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 29155 members 
Entering Unmasked Estep 
Score: -4694090.500000 Penalty: 5221.387207
	Iteration 20F: 3 clusters Score -4694090 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 29542 members 
Entering Unmasked Estep 
Score: -4694234.000000 Penalty: 5221.387207
	Iteration 21Q: 3 clusters Score -4694234 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 29906 members 
Entering Unmasked Estep 
Score: -4694372.000000 Penalty: 5221.387207
	Iteration 22Q: 3 clusters Score -4694372 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 30251 members 
Entering Unmasked Estep 
Score: -4694481.000000 Penalty: 5221.387207
	Iteration 23Q: 3 clusters Score -4694481 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 30585 members 
Entering Unmasked Estep 
Score: -4694597.000000 Penalty: 5221.387207
	Iteration 24Q: 3 clusters Score -4694597 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 30881 members 
Entering Unmasked Estep 
Score: -4694707.000000 Penalty: 5221.387207
	Iteration 25Q: 3 clusters Score -4694707 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 31171 members 
Entering Unmasked Estep 
Score: -4694837.500000 Penalty: 5221.387207
	Iteration 26Q: 3 clusters Score -4694838 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 31430 members 
Entering Unmasked Estep 
Score: -4694943.500000 Penalty: 5221.387207
	Iteration 27Q: 3 clusters Score -4694944 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 31680 members 
Entering Unmasked Estep 
Score: -4695048.500000 Penalty: 5221.387207
	Iteration 28Q: 3 clusters Score -4695048 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 31916 members 
Entering Unmasked Estep 
Score: -4695165.500000 Penalty: 5221.387207
	Iteration 29Q: 3 clusters Score -4695166 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 32132 members 
Entering Unmasked Estep 
Score: -4695261.000000 Penalty: 5221.387207
	Iteration 30Q: 3 clusters Score -4695261 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 32352 members 
Entering Unmasked Estep 
Score: -4695372.500000 Penalty: 5221.387207
	Iteration 31Q: 3 clusters Score -4695372 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 32553 members 
Entering Unmasked Estep 
Score: -4695442.000000 Penalty: 5221.387207
	Iteration 32Q: 3 clusters Score -4695442 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 32753 members 
Entering Unmasked Estep 
Score: -4695526.000000 Penalty: 5221.387207
	Iteration 33Q: 3 clusters Score -4695526 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 32923 members 
Entering Unmasked Estep 
Score: -4695596.500000 Penalty: 5221.387207
	Iteration 34Q: 3 clusters Score -4695596 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 33100 members 
Entering Unmasked Estep 
Score: -4695663.500000 Penalty: 5221.387207
	Iteration 35Q: 3 clusters Score -4695664 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 33267 members 
Entering Unmasked Estep 
Score: -4695727.000000 Penalty: 5221.387207
	Iteration 36Q: 3 clusters Score -4695727 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 33403 members 
Entering Unmasked Estep 
Score: -4695776.500000 Penalty: 5221.387207
	Iteration 37Q: 3 clusters Score -4695776 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 33532 members 
Entering Unmasked Estep 
Score: -4695816.500000 Penalty: 5221.387207
	Iteration 38Q: 3 clusters Score -4695816 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 33676 members 
Entering Unmasked Estep 
Score: -4695841.000000 Penalty: 5221.387207
	Iteration 39Q: 3 clusters Score -4695841 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 33810 members 
Entering Unmasked Estep 
Score: -4695882.500000 Penalty: 5221.387207
	Iteration 40F: 3 clusters Score -4695882 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 33942 members 
Entering Unmasked Estep 
Score: -4695934.000000 Penalty: 5221.387207
	Iteration 41Q: 3 clusters Score -4695934 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 34050 members 
Entering Unmasked Estep 
Score: -4695963.000000 Penalty: 5221.387207
	Iteration 42Q: 3 clusters Score -4695963 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 34140 members 
Entering Unmasked Estep 
Score: -4695981.500000 Penalty: 5221.387207
	Iteration 43Q: 3 clusters Score -4695982 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 34219 members 
Entering Unmasked Estep 
Score: -4696007.000000 Penalty: 5221.387207
	Iteration 44Q: 3 clusters Score -4696007 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 34292 members 
Entering Unmasked Estep 
Score: -4696031.500000 Penalty: 5221.387207
	Iteration 45Q: 3 clusters Score -4696032 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 34358 members 
Entering Unmasked Estep 
Score: -4696045.000000 Penalty: 5221.387207
	Iteration 46Q: 3 clusters Score -4696045 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 34416 members 
Entering Unmasked Estep 
Score: -4696061.000000 Penalty: 5221.387207
	Iteration 47Q: 3 clusters Score -4696061 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 34464 members 
Entering Unmasked Estep 
Score: -4696058.000000 Penalty: 5221.387207
	Iteration 48Q: 3 clusters Score -4696058 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 34502 members 
Entering Unmasked Estep 
Score: -4696064.000000 Penalty: 5221.387207
	Iteration 49Q: 3 clusters Score -4696064 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 34538 members 
Entering Unmasked Estep 
Score: -4696068.000000 Penalty: 5221.387207
	Iteration 50Q: 3 clusters Score -4696068 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 34572 members 
Entering Unmasked Estep 
Score: -4696083.000000 Penalty: 5221.387207
	Iteration 51Q: 3 clusters Score -4696083 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 34593 members 
Entering Unmasked Estep 
Score: -4696092.500000 Penalty: 5221.387207
	Iteration 52Q: 3 clusters Score -4696092 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 34613 members 
Entering Unmasked Estep 
Score: -4696095.500000 Penalty: 5221.387207
	Iteration 53Q: 3 clusters Score -4696096 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 34631 members 
Entering Unmasked Estep 
Score: -4696093.500000 Penalty: 5221.387207
	Iteration 54Q: 3 clusters Score -4696094 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 34653 members 
Entering Unmasked Estep 
Score: -4696100.500000 Penalty: 5221.387207
	Iteration 55Q: 3 clusters Score -4696100 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 34678 members 
Entering Unmasked Estep 
Score: -4696103.500000 Penalty: 5221.387207
	Iteration 56Q: 3 clusters Score -4696104 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 34709 members 
Entering Unmasked Estep 
Score: -4696103.500000 Penalty: 5221.387207
	Iteration 57Q: 3 clusters Score -4696104 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 34735 members 
Entering Unmasked Estep 
Score: -4696116.500000 Penalty: 5221.387207
	Iteration 58Q: 3 clusters Score -4696116 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 34757 members 
Entering Unmasked Estep 
Score: -4696120.000000 Penalty: 5221.387207
	Iteration 59Q: 3 clusters Score -4696120 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 34776 members 
Entering Unmasked Estep 
Score: -4696123.000000 Penalty: 5221.387207
	Iteration 60F: 3 clusters Score -4696123 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 34797 members 
Entering Unmasked Estep 
Score: -4696122.000000 Penalty: 5221.387207
	Iteration 61Q: 3 clusters Score -4696122 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 34815 members 
Entering Unmasked Estep 
Score: -4696129.500000 Penalty: 5221.387207
	Iteration 62Q: 3 clusters Score -4696130 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 34829 members 
Entering Unmasked Estep 
Score: -4696141.500000 Penalty: 5221.387207
	Iteration 63Q: 3 clusters Score -4696142 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 34850 members 
Entering Unmasked Estep 
Score: -4696141.500000 Penalty: 5221.387207
	Iteration 64Q: 3 clusters Score -4696142 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 34870 members 
Entering Unmasked Estep 
Score: -4696151.500000 Penalty: 5221.387207
	Iteration 65Q: 3 clusters Score -4696152 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 34886 members 
Entering Unmasked Estep 
Score: -4696151.000000 Penalty: 5221.387207
	Iteration 66Q: 3 clusters Score -4696151 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 34900 members 
Entering Unmasked Estep 
Score: -4696159.000000 Penalty: 5221.387207
	Iteration 67Q: 3 clusters Score -4696159 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 34911 members 
Entering Unmasked Estep 
Score: -4696170.500000 Penalty: 5221.387207
	Iteration 68Q: 3 clusters Score -4696170 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 34916 members 
Entering Unmasked Estep 
Score: -4696180.000000 Penalty: 5221.387207
	Iteration 69Q: 3 clusters Score -4696180 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 34921 members 
Entering Unmasked Estep 
Score: -4696181.000000 Penalty: 5221.387207
	Iteration 70Q: 3 clusters Score -4696181 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 34923 members 
Entering Unmasked Estep 
Score: -4696180.500000 Penalty: 5221.387207
	Iteration 71Q: 3 clusters Score -4696180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 34923 members 
Entering Unmasked Estep 
Score: -4696181.000000 Penalty: 5221.387207
	Iteration 72Q: 3 clusters Score -4696181 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 34926 members 
Entering Unmasked Estep 
Score: -4696184.500000 Penalty: 5221.387207
	Iteration 73Q: 3 clusters Score -4696184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 34930 members 
Entering Unmasked Estep 
Score: -4696190.000000 Penalty: 5221.387207
	Iteration 74Q: 3 clusters Score -4696190 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 34937 members 
Entering Unmasked Estep 
Score: -4696186.500000 Penalty: 5221.387207
	Iteration 75Q: 3 clusters Score -4696186 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 34947 members 
Entering Unmasked Estep 
Score: -4696175.000000 Penalty: 5221.387207
	Iteration 76Q: 3 clusters Score -4696175 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 34953 members 
Entering Unmasked Estep 
Score: -4696181.500000 Penalty: 5221.387207
	Iteration 77Q: 3 clusters Score -4696182 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 34959 members 
Entering Unmasked Estep 
Score: -4696183.000000 Penalty: 5221.387207
	Iteration 78Q: 3 clusters Score -4696183 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 34961 members 
Entering Unmasked Estep 
Score: -4696179.500000 Penalty: 5221.387207
	Iteration 79Q: 3 clusters Score -4696180 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 34966 members 
Entering Unmasked Estep 
Score: -4696185.000000 Penalty: 5221.387207
	Iteration 80F: 3 clusters Score -4696185 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 34968 members 
Entering Unmasked Estep 
Score: -4696179.000000 Penalty: 5221.387207
	Iteration 81Q: 3 clusters Score -4696179 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 34969 members 
Entering Unmasked Estep 
Score: -4696186.000000 Penalty: 5221.387207
	Iteration 82Q: 3 clusters Score -4696186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 34971 members 
Entering Unmasked Estep 
Score: -4696184.000000 Penalty: 5221.387207
	Iteration 83Q: 3 clusters Score -4696184 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 34978 members 
Entering Unmasked Estep 
Score: -4696185.500000 Penalty: 5221.387207
	Iteration 84Q: 3 clusters Score -4696186 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 34981 members 
Entering Unmasked Estep 
Score: -4696179.000000 Penalty: 5221.387207
	Iteration 85Q: 3 clusters Score -4696179 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 34984 members 
Entering Unmasked Estep 
Score: -4696184.000000 Penalty: 5221.387207
	Iteration 86Q: 3 clusters Score -4696184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 34988 members 
Entering Unmasked Estep 
Score: -4696183.500000 Penalty: 5221.387207
	Iteration 87Q: 3 clusters Score -4696184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 34991 members 
Entering Unmasked Estep 
Score: -4696182.000000 Penalty: 5221.387207
	Iteration 88Q: 3 clusters Score -4696182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 34993 members 
Entering Unmasked Estep 
Score: -4696179.000000 Penalty: 5221.387207
	Iteration 89Q: 3 clusters Score -4696179 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 34993 members 
Entering Unmasked Estep 
Score: -4696179.000000 Penalty: 5221.387207
	Iteration 90F: 3 clusters Score -4696179 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (23336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23336 members 
Entering Unmasked Estep 
Score: -2946159.000000 Penalty: 2494.322754
	Iteration 0F: 2 clusters Score -2946159 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11570 members 
Mstep: Class 2 contains 11766 members 
Entering Unmasked Estep 
Score: -2930027.000000 Penalty: 4988.645508
	Iteration 0F: 3 clusters Score -2930027 nChanged 10290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11096 members 
Mstep: Class 2 contains 12240 members 
Entering Unmasked Estep 
Score: -2935570.000000 Penalty: 4988.645508
	Iteration 1F: 3 clusters Score -2935570 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10874 members 
Mstep: Class 2 contains 12462 members 
Entering Unmasked Estep 
Score: -2936067.000000 Penalty: 4988.645508
	Iteration 2F: 3 clusters Score -2936067 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10618 members 
Mstep: Class 2 contains 12718 members 
Entering Unmasked Estep 
Score: -2936450.750000 Penalty: 4988.645508
	Iteration 3Q: 3 clusters Score -2936451 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 13065 members 
Entering Unmasked Estep 
Score: -2936859.500000 Penalty: 4988.645508
	Iteration 4Q: 3 clusters Score -2936860 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9871 members 
Mstep: Class 2 contains 13465 members 
Entering Unmasked Estep 
Score: -2937342.750000 Penalty: 4988.645508
	Iteration 5Q: 3 clusters Score -2937343 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Mstep: Class 2 contains 13970 members 
Entering Unmasked Estep 
Score: -2937996.250000 Penalty: 4988.645508
	Iteration 6Q: 3 clusters Score -2937996 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 14527 members 
Entering Unmasked Estep 
Score: -2938869.250000 Penalty: 4988.645508
	Iteration 7Q: 3 clusters Score -2938869 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 15057 members 
Entering Unmasked Estep 
Score: -2939950.500000 Penalty: 4988.645508
	Iteration 8F: 3 clusters Score -2939950 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 15507 members 
Entering Unmasked Estep 
Score: -2941166.750000 Penalty: 4988.645508
	Iteration 9F: 3 clusters Score -2941167 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 15850 members 
Entering Unmasked Estep 
Score: -2942222.000000 Penalty: 4988.645508
	Iteration 10F: 3 clusters Score -2942222 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 16125 members 
Entering Unmasked Estep 
Score: -2942913.000000 Penalty: 4988.645508
	Iteration 11Q: 3 clusters Score -2942913 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 16378 members 
Entering Unmasked Estep 
Score: -2943314.750000 Penalty: 4988.645508
	Iteration 12Q: 3 clusters Score -2943315 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 16638 members 
Entering Unmasked Estep 
Score: -2943580.000000 Penalty: 4988.645508
	Iteration 13Q: 3 clusters Score -2943580 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 16865 members 
Entering Unmasked Estep 
Score: -2943711.500000 Penalty: 4988.645508
	Iteration 14Q: 3 clusters Score -2943712 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 17075 members 
Entering Unmasked Estep 
Score: -2943779.250000 Penalty: 4988.645508
	Iteration 15Q: 3 clusters Score -2943779 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 17263 members 
Entering Unmasked Estep 
Score: -2943842.250000 Penalty: 4988.645508
	Iteration 16Q: 3 clusters Score -2943842 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 17414 members 
Entering Unmasked Estep 
Score: -2943870.750000 Penalty: 4988.645508
	Iteration 17Q: 3 clusters Score -2943871 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 17549 members 
Entering Unmasked Estep 
Score: -2943908.750000 Penalty: 4988.645508
	Iteration 18Q: 3 clusters Score -2943909 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 17672 members 
Entering Unmasked Estep 
Score: -2943941.500000 Penalty: 4988.645508
	Iteration 19Q: 3 clusters Score -2943942 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 17799 members 
Entering Unmasked Estep 
Score: -2943967.250000 Penalty: 4988.645508
	Iteration 20F: 3 clusters Score -2943967 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 17917 members 
Entering Unmasked Estep 
Score: -2943988.500000 Penalty: 4988.645508
	Iteration 21Q: 3 clusters Score -2943988 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 18029 members 
Entering Unmasked Estep 
Score: -2944014.750000 Penalty: 4988.645508
	Iteration 22Q: 3 clusters Score -2944015 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 18135 members 
Entering Unmasked Estep 
Score: -2944036.000000 Penalty: 4988.645508
	Iteration 23Q: 3 clusters Score -2944036 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 18248 members 
Entering Unmasked Estep 
Score: -2944077.250000 Penalty: 4988.645508
	Iteration 24Q: 3 clusters Score -2944077 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 18353 members 
Entering Unmasked Estep 
Score: -2944096.250000 Penalty: 4988.645508
	Iteration 25Q: 3 clusters Score -2944096 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 18450 members 
Entering Unmasked Estep 
Score: -2944108.000000 Penalty: 4988.645508
	Iteration 26Q: 3 clusters Score -2944108 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 18545 members 
Entering Unmasked Estep 
Score: -2944132.000000 Penalty: 4988.645508
	Iteration 27Q: 3 clusters Score -2944132 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 18649 members 
Entering Unmasked Estep 
Score: -2944157.250000 Penalty: 4988.645508
	Iteration 28Q: 3 clusters Score -2944157 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 18741 members 
Entering Unmasked Estep 
Score: -2944190.000000 Penalty: 4988.645508
	Iteration 29Q: 3 clusters Score -2944190 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 18840 members 
Entering Unmasked Estep 
Score: -2944192.750000 Penalty: 4988.645508
	Iteration 30Q: 3 clusters Score -2944193 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 18931 members 
Entering Unmasked Estep 
Score: -2944218.500000 Penalty: 4988.645508
	Iteration 31Q: 3 clusters Score -2944218 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 19018 members 
Entering Unmasked Estep 
Score: -2944228.750000 Penalty: 4988.645508
	Iteration 32Q: 3 clusters Score -2944229 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 19109 members 
Entering Unmasked Estep 
Score: -2944264.500000 Penalty: 4988.645508
	Iteration 33Q: 3 clusters Score -2944264 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 19176 members 
Entering Unmasked Estep 
Score: -2944268.500000 Penalty: 4988.645508
	Iteration 34Q: 3 clusters Score -2944268 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 19235 members 
Entering Unmasked Estep 
Score: -2944285.250000 Penalty: 4988.645508
	Iteration 35Q: 3 clusters Score -2944285 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 19305 members 
Entering Unmasked Estep 
Score: -2944300.750000 Penalty: 4988.645508
	Iteration 36Q: 3 clusters Score -2944301 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 19378 members 
Entering Unmasked Estep 
Score: -2944314.250000 Penalty: 4988.645508
	Iteration 37Q: 3 clusters Score -2944314 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 19444 members 
Entering Unmasked Estep 
Score: -2944331.250000 Penalty: 4988.645508
	Iteration 38Q: 3 clusters Score -2944331 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 19490 members 
Entering Unmasked Estep 
Score: -2944333.500000 Penalty: 4988.645508
	Iteration 39Q: 3 clusters Score -2944334 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 19530 members 
Entering Unmasked Estep 
Score: -2944338.750000 Penalty: 4988.645508
	Iteration 40F: 3 clusters Score -2944339 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 19569 members 
Entering Unmasked Estep 
Score: -2944352.750000 Penalty: 4988.645508
	Iteration 41Q: 3 clusters Score -2944353 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 19599 members 
Entering Unmasked Estep 
Score: -2944359.000000 Penalty: 4988.645508
	Iteration 42Q: 3 clusters Score -2944359 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 19629 members 
Entering Unmasked Estep 
Score: -2944366.500000 Penalty: 4988.645508
	Iteration 43Q: 3 clusters Score -2944366 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 19655 members 
Entering Unmasked Estep 
Score: -2944366.000000 Penalty: 4988.645508
	Iteration 44Q: 3 clusters Score -2944366 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 19680 members 
Entering Unmasked Estep 
Score: -2944372.250000 Penalty: 4988.645508
	Iteration 45Q: 3 clusters Score -2944372 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 19701 members 
Entering Unmasked Estep 
Score: -2944378.750000 Penalty: 4988.645508
	Iteration 46Q: 3 clusters Score -2944379 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 19720 members 
Entering Unmasked Estep 
Score: -2944381.250000 Penalty: 4988.645508
	Iteration 47Q: 3 clusters Score -2944381 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 19744 members 
Entering Unmasked Estep 
Score: -2944383.000000 Penalty: 4988.645508
	Iteration 48Q: 3 clusters Score -2944383 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 19761 members 
Entering Unmasked Estep 
Score: -2944387.750000 Penalty: 4988.645508
	Iteration 49Q: 3 clusters Score -2944388 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 19785 members 
Entering Unmasked Estep 
Score: -2944391.000000 Penalty: 4988.645508
	Iteration 50Q: 3 clusters Score -2944391 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 19810 members 
Entering Unmasked Estep 
Score: -2944402.500000 Penalty: 4988.645508
	Iteration 51Q: 3 clusters Score -2944402 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 19836 members 
Entering Unmasked Estep 
Score: -2944406.000000 Penalty: 4988.645508
	Iteration 52Q: 3 clusters Score -2944406 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 19869 members 
Entering Unmasked Estep 
Score: -2944404.500000 Penalty: 4988.645508
	Iteration 53Q: 3 clusters Score -2944404 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 19901 members 
Entering Unmasked Estep 
Score: -2944415.500000 Penalty: 4988.645508
	Iteration 54Q: 3 clusters Score -2944416 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 19931 members 
Entering Unmasked Estep 
Score: -2944418.000000 Penalty: 4988.645508
	Iteration 55Q: 3 clusters Score -2944418 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 19954 members 
Entering Unmasked Estep 
Score: -2944421.250000 Penalty: 4988.645508
	Iteration 56Q: 3 clusters Score -2944421 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 19982 members 
Entering Unmasked Estep 
Score: -2944425.500000 Penalty: 4988.645508
	Iteration 57Q: 3 clusters Score -2944426 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 20004 members 
Entering Unmasked Estep 
Score: -2944431.250000 Penalty: 4988.645508
	Iteration 58Q: 3 clusters Score -2944431 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 20026 members 
Entering Unmasked Estep 
Score: -2944430.500000 Penalty: 4988.645508
	Iteration 59Q: 3 clusters Score -2944430 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 20043 members 
Entering Unmasked Estep 
Score: -2944436.500000 Penalty: 4988.645508
	Iteration 60F: 3 clusters Score -2944436 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 20059 members 
Entering Unmasked Estep 
Score: -2944444.750000 Penalty: 4988.645508
	Iteration 61Q: 3 clusters Score -2944445 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 20070 members 
Entering Unmasked Estep 
Score: -2944442.500000 Penalty: 4988.645508
	Iteration 62Q: 3 clusters Score -2944442 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 20087 members 
Entering Unmasked Estep 
Score: -2944442.500000 Penalty: 4988.645508
	Iteration 63Q: 3 clusters Score -2944442 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 20101 members 
Entering Unmasked Estep 
Score: -2944445.250000 Penalty: 4988.645508
	Iteration 64Q: 3 clusters Score -2944445 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 20112 members 
Entering Unmasked Estep 
Score: -2944448.500000 Penalty: 4988.645508
	Iteration 65Q: 3 clusters Score -2944448 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 20124 members 
Entering Unmasked Estep 
Score: -2944449.500000 Penalty: 4988.645508
	Iteration 66Q: 3 clusters Score -2944450 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 20133 members 
Entering Unmasked Estep 
Score: -2944446.750000 Penalty: 4988.645508
	Iteration 67Q: 3 clusters Score -2944447 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 20141 members 
Entering Unmasked Estep 
Score: -2944451.500000 Penalty: 4988.645508
	Iteration 68Q: 3 clusters Score -2944452 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 20150 members 
Entering Unmasked Estep 
Score: -2944449.000000 Penalty: 4988.645508
	Iteration 69Q: 3 clusters Score -2944449 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 20156 members 
Entering Unmasked Estep 
Score: -2944451.500000 Penalty: 4988.645508
	Iteration 70Q: 3 clusters Score -2944452 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 20164 members 
Entering Unmasked Estep 
Score: -2944450.000000 Penalty: 4988.645508
	Iteration 71Q: 3 clusters Score -2944450 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 20177 members 
Entering Unmasked Estep 
Score: -2944449.500000 Penalty: 4988.645508
	Iteration 72Q: 3 clusters Score -2944450 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 20187 members 
Entering Unmasked Estep 
Score: -2944452.750000 Penalty: 4988.645508
	Iteration 73Q: 3 clusters Score -2944453 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 20192 members 
Entering Unmasked Estep 
Score: -2944454.000000 Penalty: 4988.645508
	Iteration 74Q: 3 clusters Score -2944454 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 20196 members 
Entering Unmasked Estep 
Score: -2944453.250000 Penalty: 4988.645508
	Iteration 75Q: 3 clusters Score -2944453 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 20198 members 
Entering Unmasked Estep 
Score: -2944455.750000 Penalty: 4988.645508
	Iteration 76Q: 3 clusters Score -2944456 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 20203 members 
Entering Unmasked Estep 
Score: -2944458.500000 Penalty: 4988.645508
	Iteration 77Q: 3 clusters Score -2944458 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 20209 members 
Entering Unmasked Estep 
Score: -2944461.000000 Penalty: 4988.645508
	Iteration 78Q: 3 clusters Score -2944461 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 20213 members 
Entering Unmasked Estep 
Score: -2944459.250000 Penalty: 4988.645508
	Iteration 79Q: 3 clusters Score -2944459 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 20217 members 
Entering Unmasked Estep 
Score: -2944461.250000 Penalty: 4988.645508
	Iteration 80F: 3 clusters Score -2944461 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (215708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215708 members 
Entering Unmasked Estep 
Score: -27864468.000000 Penalty: 3045.856934
	Iteration 0F: 2 clusters Score -2.786447e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107944 members 
Mstep: Class 2 contains 107764 members 
Entering Unmasked Estep 
Score: -27732174.000000 Penalty: 6091.713867
	Iteration 0F: 3 clusters Score -2.773217e+07 nChanged 104113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109471 members 
Mstep: Class 2 contains 106237 members 
Entering Unmasked Estep 
Score: -27793148.000000 Penalty: 6091.713867
	Iteration 1F: 3 clusters Score -2.779315e+07 nChanged 5506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111215 members 
Mstep: Class 2 contains 104493 members 
Entering Unmasked Estep 
Score: -27794114.000000 Penalty: 6091.713867
	Iteration 2Q: 3 clusters Score -2.779411e+07 nChanged 6005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113980 members 
Mstep: Class 2 contains 101728 members 
Entering Unmasked Estep 
Score: -27795464.000000 Penalty: 6091.713867
	Iteration 3Q: 3 clusters Score -2.779546e+07 nChanged 7040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118344 members 
Mstep: Class 2 contains 97364 members 
Entering Unmasked Estep 
Score: -27797312.000000 Penalty: 6091.713867
	Iteration 4Q: 3 clusters Score -2.779731e+07 nChanged 8964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125046 members 
Mstep: Class 2 contains 90662 members 
Entering Unmasked Estep 
Score: -27800196.000000 Penalty: 6091.713867
	Iteration 5Q: 3 clusters Score -2.78002e+07 nChanged 11404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134572 members 
Mstep: Class 2 contains 81136 members 
Entering Unmasked Estep 
Score: -27805308.000000 Penalty: 6091.713867
	Iteration 6F: 3 clusters Score -2.780531e+07 nChanged 14582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147812 members 
Mstep: Class 2 contains 67896 members 
Entering Unmasked Estep 
Score: -27814032.000000 Penalty: 6091.713867
	Iteration 7F: 3 clusters Score -2.781403e+07 nChanged 16913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163887 members 
Mstep: Class 2 contains 51821 members 
Entering Unmasked Estep 
Score: -27826306.000000 Penalty: 6091.713867
	Iteration 8F: 3 clusters Score -2.782631e+07 nChanged 17072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180643 members 
Mstep: Class 2 contains 35065 members 
Entering Unmasked Estep 
Score: -27841486.000000 Penalty: 6091.713867
	Iteration 9F: 3 clusters Score -2.784149e+07 nChanged 14697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195296 members 
Mstep: Class 2 contains 20412 members 
Entering Unmasked Estep 
Score: -27852398.000000 Penalty: 6091.713867
	Iteration 10F: 3 clusters Score -2.78524e+07 nChanged 10067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205363 members 
Mstep: Class 2 contains 10345 members 
Entering Unmasked Estep 
Score: -27857630.000000 Penalty: 6091.713867
	Iteration 11Q: 3 clusters Score -2.785763e+07 nChanged 5327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210688 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -27859978.000000 Penalty: 6091.713867
	Iteration 12Q: 3 clusters Score -2.785998e+07 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213003 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -27861160.000000 Penalty: 6091.713867
	Iteration 13Q: 3 clusters Score -2.786116e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213874 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -27861794.000000 Penalty: 6091.713867
	Iteration 14Q: 3 clusters Score -2.786179e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214173 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -27861958.000000 Penalty: 6091.713867
	Iteration 15Q: 3 clusters Score -2.786196e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214329 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -27862130.000000 Penalty: 6091.713867
	Iteration 16Q: 3 clusters Score -2.786213e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214415 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -27862194.000000 Penalty: 6091.713867
	Iteration 17Q: 3 clusters Score -2.786219e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214474 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -27862282.000000 Penalty: 6091.713867
	Iteration 18Q: 3 clusters Score -2.786228e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214495 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -27862290.000000 Penalty: 6091.713867
	Iteration 19Q: 3 clusters Score -2.786229e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214514 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -27862286.000000 Penalty: 6091.713867
	Iteration 20F: 3 clusters Score -2.786229e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214532 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -27862292.000000 Penalty: 6091.713867
	Iteration 21Q: 3 clusters Score -2.786229e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214549 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -27862320.000000 Penalty: 6091.713867
	Iteration 22Q: 3 clusters Score -2.786232e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214573 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -27862350.000000 Penalty: 6091.713867
	Iteration 23Q: 3 clusters Score -2.786235e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214591 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -27862352.000000 Penalty: 6091.713867
	Iteration 24Q: 3 clusters Score -2.786235e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214604 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -27862354.000000 Penalty: 6091.713867
	Iteration 25Q: 3 clusters Score -2.786235e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214619 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -27862356.000000 Penalty: 6091.713867
	Iteration 26Q: 3 clusters Score -2.786236e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214628 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -27862378.000000 Penalty: 6091.713867
	Iteration 27Q: 3 clusters Score -2.786238e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214639 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -27862376.000000 Penalty: 6091.713867
	Iteration 28Q: 3 clusters Score -2.786238e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214644 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -27862392.000000 Penalty: 6091.713867
	Iteration 29Q: 3 clusters Score -2.786239e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214650 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -27862386.000000 Penalty: 6091.713867
	Iteration 30Q: 3 clusters Score -2.786239e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214653 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -27862398.000000 Penalty: 6091.713867
	Iteration 31Q: 3 clusters Score -2.78624e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214652 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -27862410.000000 Penalty: 6091.713867
	Iteration 32Q: 3 clusters Score -2.786241e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214654 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -27862410.000000 Penalty: 6091.713867
	Iteration 33Q: 3 clusters Score -2.786241e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214655 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -27862404.000000 Penalty: 6091.713867
	Iteration 34Q: 3 clusters Score -2.78624e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214657 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -27862402.000000 Penalty: 6091.713867
	Iteration 35Q: 3 clusters Score -2.78624e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214659 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -27862404.000000 Penalty: 6091.713867
	Iteration 36Q: 3 clusters Score -2.78624e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214659 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -27862400.000000 Penalty: 6091.713867
	Iteration 37Q: 3 clusters Score -2.78624e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214660 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -27862402.000000 Penalty: 6091.713867
	Iteration 38Q: 3 clusters Score -2.78624e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214660 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -27862402.000000 Penalty: 6091.713867
	Iteration 39Q: 3 clusters Score -2.78624e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214662 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -27862398.000000 Penalty: 6091.713867
	Iteration 40F: 3 clusters Score -2.78624e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214661 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -27862396.000000 Penalty: 6091.713867
	Iteration 41Q: 3 clusters Score -2.78624e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214659 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -27862414.000000 Penalty: 6091.713867
	Iteration 42Q: 3 clusters Score -2.786241e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214659 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -27862414.000000 Penalty: 6091.713867
	Iteration 43F: 3 clusters Score -2.786241e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (40995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40995 members 
Entering Unmasked Estep 
Score: -5211277.000000 Penalty: 2634.058838
	Iteration 0F: 2 clusters Score -5211277 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20504 members 
Mstep: Class 2 contains 20491 members 
Entering Unmasked Estep 
Score: -5183344.500000 Penalty: 5268.117676
	Iteration 0F: 3 clusters Score -5183344 nChanged 18923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20543 members 
Mstep: Class 2 contains 20452 members 
Entering Unmasked Estep 
Score: -5193690.500000 Penalty: 5268.117676
	Iteration 1F: 3 clusters Score -5193690 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20611 members 
Mstep: Class 2 contains 20384 members 
Entering Unmasked Estep 
Score: -5194329.500000 Penalty: 5268.117676
	Iteration 2Q: 3 clusters Score -5194330 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20721 members 
Mstep: Class 2 contains 20274 members 
Entering Unmasked Estep 
Score: -5194875.500000 Penalty: 5268.117676
	Iteration 3Q: 3 clusters Score -5194876 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20873 members 
Mstep: Class 2 contains 20122 members 
Entering Unmasked Estep 
Score: -5195463.000000 Penalty: 5268.117676
	Iteration 4Q: 3 clusters Score -5195463 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21063 members 
Mstep: Class 2 contains 19932 members 
Entering Unmasked Estep 
Score: -5196095.500000 Penalty: 5268.117676
	Iteration 5Q: 3 clusters Score -5196096 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21359 members 
Mstep: Class 2 contains 19636 members 
Entering Unmasked Estep 
Score: -5196725.000000 Penalty: 5268.117676
	Iteration 6Q: 3 clusters Score -5196725 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21787 members 
Mstep: Class 2 contains 19208 members 
Entering Unmasked Estep 
Score: -5197463.000000 Penalty: 5268.117676
	Iteration 7Q: 3 clusters Score -5197463 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22315 members 
Mstep: Class 2 contains 18680 members 
Entering Unmasked Estep 
Score: -5198298.500000 Penalty: 5268.117676
	Iteration 8Q: 3 clusters Score -5198298 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22996 members 
Mstep: Class 2 contains 17999 members 
Entering Unmasked Estep 
Score: -5199281.500000 Penalty: 5268.117676
	Iteration 9Q: 3 clusters Score -5199282 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23889 members 
Mstep: Class 2 contains 17106 members 
Entering Unmasked Estep 
Score: -5200539.500000 Penalty: 5268.117676
	Iteration 10Q: 3 clusters Score -5200540 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24830 members 
Mstep: Class 2 contains 16165 members 
Entering Unmasked Estep 
Score: -5201674.500000 Penalty: 5268.117676
	Iteration 11Q: 3 clusters Score -5201674 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25777 members 
Mstep: Class 2 contains 15218 members 
Entering Unmasked Estep 
Score: -5202699.500000 Penalty: 5268.117676
	Iteration 12Q: 3 clusters Score -5202700 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26603 members 
Mstep: Class 2 contains 14392 members 
Entering Unmasked Estep 
Score: -5203472.000000 Penalty: 5268.117676
	Iteration 13Q: 3 clusters Score -5203472 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27321 members 
Mstep: Class 2 contains 13674 members 
Entering Unmasked Estep 
Score: -5204074.000000 Penalty: 5268.117676
	Iteration 14Q: 3 clusters Score -5204074 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27956 members 
Mstep: Class 2 contains 13039 members 
Entering Unmasked Estep 
Score: -5204491.500000 Penalty: 5268.117676
	Iteration 15Q: 3 clusters Score -5204492 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28604 members 
Mstep: Class 2 contains 12391 members 
Entering Unmasked Estep 
Score: -5204849.500000 Penalty: 5268.117676
	Iteration 16Q: 3 clusters Score -5204850 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29249 members 
Mstep: Class 2 contains 11746 members 
Entering Unmasked Estep 
Score: -5205138.500000 Penalty: 5268.117676
	Iteration 17Q: 3 clusters Score -5205138 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29867 members 
Mstep: Class 2 contains 11128 members 
Entering Unmasked Estep 
Score: -5205405.000000 Penalty: 5268.117676
	Iteration 18Q: 3 clusters Score -5205405 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30473 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -5205699.000000 Penalty: 5268.117676
	Iteration 19Q: 3 clusters Score -5205699 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31068 members 
Mstep: Class 2 contains 9927 members 
Entering Unmasked Estep 
Score: -5205946.500000 Penalty: 5268.117676
	Iteration 20F: 3 clusters Score -5205946 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31653 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -5206222.500000 Penalty: 5268.117676
	Iteration 21Q: 3 clusters Score -5206222 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32168 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -5206492.000000 Penalty: 5268.117676
	Iteration 22Q: 3 clusters Score -5206492 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32695 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -5206713.000000 Penalty: 5268.117676
	Iteration 23Q: 3 clusters Score -5206713 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33214 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -5206972.500000 Penalty: 5268.117676
	Iteration 24Q: 3 clusters Score -5206972 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33719 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -5207199.500000 Penalty: 5268.117676
	Iteration 25Q: 3 clusters Score -5207200 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34177 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -5207401.000000 Penalty: 5268.117676
	Iteration 26Q: 3 clusters Score -5207401 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34619 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -5207595.000000 Penalty: 5268.117676
	Iteration 27Q: 3 clusters Score -5207595 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35042 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -5207759.000000 Penalty: 5268.117676
	Iteration 28Q: 3 clusters Score -5207759 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35435 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -5207966.000000 Penalty: 5268.117676
	Iteration 29Q: 3 clusters Score -5207966 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35782 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -5208117.000000 Penalty: 5268.117676
	Iteration 30Q: 3 clusters Score -5208117 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36130 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -5208253.500000 Penalty: 5268.117676
	Iteration 31Q: 3 clusters Score -5208254 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36431 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -5208383.000000 Penalty: 5268.117676
	Iteration 32Q: 3 clusters Score -5208383 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36710 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -5208493.500000 Penalty: 5268.117676
	Iteration 33Q: 3 clusters Score -5208494 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36970 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -5208607.000000 Penalty: 5268.117676
	Iteration 34Q: 3 clusters Score -5208607 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37201 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -5208712.000000 Penalty: 5268.117676
	Iteration 35Q: 3 clusters Score -5208712 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37390 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -5208794.000000 Penalty: 5268.117676
	Iteration 36Q: 3 clusters Score -5208794 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37568 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -5208854.500000 Penalty: 5268.117676
	Iteration 37Q: 3 clusters Score -5208854 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37751 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -5208921.500000 Penalty: 5268.117676
	Iteration 38Q: 3 clusters Score -5208922 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37919 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -5208984.000000 Penalty: 5268.117676
	Iteration 39Q: 3 clusters Score -5208984 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38083 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -5209060.500000 Penalty: 5268.117676
	Iteration 40F: 3 clusters Score -5209060 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38243 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -5209140.500000 Penalty: 5268.117676
	Iteration 41Q: 3 clusters Score -5209140 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38383 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -5209215.500000 Penalty: 5268.117676
	Iteration 42Q: 3 clusters Score -5209216 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38530 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -5209297.500000 Penalty: 5268.117676
	Iteration 43Q: 3 clusters Score -5209298 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38671 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -5209358.500000 Penalty: 5268.117676
	Iteration 44Q: 3 clusters Score -5209358 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38825 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -5209452.000000 Penalty: 5268.117676
	Iteration 45Q: 3 clusters Score -5209452 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38931 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -5209511.000000 Penalty: 5268.117676
	Iteration 46Q: 3 clusters Score -5209511 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39014 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -5209534.000000 Penalty: 5268.117676
	Iteration 47Q: 3 clusters Score -5209534 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39081 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -5209551.000000 Penalty: 5268.117676
	Iteration 48Q: 3 clusters Score -5209551 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39141 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -5209589.000000 Penalty: 5268.117676
	Iteration 49Q: 3 clusters Score -5209589 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39196 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -5209619.000000 Penalty: 5268.117676
	Iteration 50Q: 3 clusters Score -5209619 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39248 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -5209650.500000 Penalty: 5268.117676
	Iteration 51Q: 3 clusters Score -5209650 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39302 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -5209690.500000 Penalty: 5268.117676
	Iteration 52Q: 3 clusters Score -5209690 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39356 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -5209737.500000 Penalty: 5268.117676
	Iteration 53Q: 3 clusters Score -5209738 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39401 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -5209769.500000 Penalty: 5268.117676
	Iteration 54Q: 3 clusters Score -5209770 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39456 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -5209811.000000 Penalty: 5268.117676
	Iteration 55Q: 3 clusters Score -5209811 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39504 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -5209861.500000 Penalty: 5268.117676
	Iteration 56Q: 3 clusters Score -5209862 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39539 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -5209910.500000 Penalty: 5268.117676
	Iteration 57Q: 3 clusters Score -5209910 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39554 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -5209939.000000 Penalty: 5268.117676
	Iteration 58Q: 3 clusters Score -5209939 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39564 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -5209938.500000 Penalty: 5268.117676
	Iteration 59Q: 3 clusters Score -5209938 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39575 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -5209939.500000 Penalty: 5268.117676
	Iteration 60F: 3 clusters Score -5209940 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39579 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -5209937.000000 Penalty: 5268.117676
	Iteration 61Q: 3 clusters Score -5209937 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39581 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -5209941.000000 Penalty: 5268.117676
	Iteration 62Q: 3 clusters Score -5209941 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39583 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -5209945.000000 Penalty: 5268.117676
	Iteration 63Q: 3 clusters Score -5209945 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39587 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -5209943.000000 Penalty: 5268.117676
	Iteration 64Q: 3 clusters Score -5209943 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39589 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -5209940.500000 Penalty: 5268.117676
	Iteration 65Q: 3 clusters Score -5209940 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39592 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -5209940.500000 Penalty: 5268.117676
	Iteration 66Q: 3 clusters Score -5209940 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39594 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -5209942.500000 Penalty: 5268.117676
	Iteration 67Q: 3 clusters Score -5209942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39597 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -5209944.500000 Penalty: 5268.117676
	Iteration 68Q: 3 clusters Score -5209944 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39598 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -5209947.000000 Penalty: 5268.117676
	Iteration 69Q: 3 clusters Score -5209947 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39598 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -5209947.000000 Penalty: 5268.117676
	Iteration 70F: 3 clusters Score -5209947 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Entering Unmasked Estep 
Score: -93893.148438 Penalty: 1619.295898
	Iteration 0F: 2 clusters Score -93893.15 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 350 members 
Entering Unmasked Estep 
Score: -92328.414062 Penalty: 3238.591797
	Iteration 0F: 3 clusters Score -92328.41 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -93315.085938 Penalty: 3238.591797
	Iteration 1F: 3 clusters Score -93315.09 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -94173.570312 Penalty: 3238.591797
	Iteration 2F: 3 clusters Score -94173.57 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -94564.046875 Penalty: 3238.591797
	Iteration 3F: 3 clusters Score -94564.05 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -94688.234375 Penalty: 3238.591797
	Iteration 4Q: 3 clusters Score -94688.23 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -94770.406250 Penalty: 3238.591797
	Iteration 5Q: 3 clusters Score -94770.41 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -94818.734375 Penalty: 3238.591797
	Iteration 6Q: 3 clusters Score -94818.73 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -94896.968750 Penalty: 3238.591797
	Iteration 7Q: 3 clusters Score -94896.97 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -95015.328125 Penalty: 3238.591797
	Iteration 8Q: 3 clusters Score -95015.33 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -95198.773438 Penalty: 3238.591797
	Iteration 9Q: 3 clusters Score -95198.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -95198.773438 Penalty: 3238.591797
	Iteration 10F: 3 clusters Score -95198.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 52553 members 
Mstep: Class 3 contains 5280 members 
Mstep: Class 4 contains 27249 members 
Mstep: Class 5 contains 8286 members 
Mstep: Class 6 contains 4490 members 
Mstep: Class 7 contains 26582 members 
Mstep: Class 8 contains 751 members 
Mstep: Class 9 contains 10973 members 
Mstep: Class 10 contains 3040 members 
Mstep: Class 11 contains 37309 members 
Mstep: Class 12 contains 23336 members 
Mstep: Class 13 contains 215708 members 
Mstep: Class 14 contains 40995 members 
Mstep: Class 15 contains 338 members 
Mstep: Class 16 contains 29095 members 
Mstep: Class 17 contains 9366 members 
Mstep: Class 18 contains 14308 members 
Mstep: Class 19 contains 61584 members 
Mstep: Class 20 contains 10998 members 
Mstep: Class 21 contains 16567 members 
Mstep: Class 22 contains 2993 members 
Mstep: Class 23 contains 2570 members 
Mstep: Class 24 contains 18665 members 
Mstep: Class 25 contains 2068 members 
Mstep: Class 26 contains 22288 members 
Mstep: Class 27 contains 6174 members 
Mstep: Class 28 contains 4115 members 
Mstep: Class 29 contains 37122 members 
Mstep: Class 30 contains 4527 members 
Mstep: Class 31 contains 481 members 
Mstep: Class 32 contains 381 members 
Mstep: Class 33 contains 38551 members 
Mstep: Class 34 contains 605 members 
Mstep: Class 35 contains 8732 members 
Mstep: Class 36 contains 2453 members 
Mstep: Class 37 contains 164248 members 
Mstep: Class 38 contains 8339 members 
Mstep: Class 39 contains 4265 members 
Mstep: Class 40 contains 5324 members 
Mstep: Class 41 contains 2913 members 
Mstep: Class 42 contains 3709 members 
Mstep: Class 43 contains 550 members 
Mstep: Class 44 contains 3468 members 
Mstep: Class 45 contains 1907 members 
Mstep: Class 46 contains 392 members 
Mstep: Class 47 contains 5100 members 
Mstep: Class 48 contains 1822 members 
Mstep: Class 49 contains 4225 members 
Mstep: Class 50 contains 6309 members 
Mstep: Class 51 contains 175504 members 
Mstep: Class 52 contains 340 members 
Mstep: Class 53 contains 207 members 
Mstep: Class 54 contains 355 members 
Mstep: Class 55 contains 4301 members 
Mstep: Class 56 contains 2518 members 
Mstep: Class 57 contains 179 members 
Mstep: Class 58 contains 10459 members 
Mstep: Class 59 contains 647 members 
Mstep: Class 60 contains 17851 members 
Mstep: Class 61 contains 255 members 
Mstep: Class 62 contains 1152 members 
Mstep: Class 63 contains 438 members 
Mstep: Class 64 contains 344 members 
Mstep: Class 65 contains 613 members 
Mstep: Class 66 contains 876 members 
Mstep: Class 67 contains 188 members 
Mstep: Class 68 contains 326 members 
Mstep: Class 69 contains 164 members 
Mstep: Class 70 contains 306 members 
Mstep: Class 71 contains 913 members 
Mstep: Class 72 contains 436 members 
Mstep: Class 73 contains 379 members 
Mstep: Class 74 contains 226 members 
Mstep: Class 75 contains 500 members 
Mstep: Class 76 contains 228 members 
Mstep: Class 77 contains 397 members 
Mstep: Class 78 contains 492 members 
Mstep: Class 79 contains 1075 members 
Mstep: Class 80 contains 1219 members 
Mstep: Class 81 contains 1455 members 
Mstep: Class 82 contains 347 members 
Entering Unmasked Estep 
Score: -147554880.000000 Penalty: 284459.781250
Splitting cluster 15 changes total score from -147555280.000000 to -147554880.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (29095 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29095 members 
Entering Unmasked Estep 
Score: -3692968.750000 Penalty: 2549.023682
	Iteration 0F: 2 clusters Score -3692969 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14600 members 
Mstep: Class 2 contains 14495 members 
Entering Unmasked Estep 
Score: -3672929.500000 Penalty: 5098.047363
	Iteration 0F: 3 clusters Score -3672930 nChanged 13175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15291 members 
Mstep: Class 2 contains 13804 members 
Entering Unmasked Estep 
Score: -3680221.000000 Penalty: 5098.047363
	Iteration 1F: 3 clusters Score -3680221 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15650 members 
Mstep: Class 2 contains 13445 members 
Entering Unmasked Estep 
Score: -3680810.000000 Penalty: 5098.047363
	Iteration 2F: 3 clusters Score -3680810 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16147 members 
Mstep: Class 2 contains 12948 members 
Entering Unmasked Estep 
Score: -3681459.250000 Penalty: 5098.047363
	Iteration 3Q: 3 clusters Score -3681459 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16745 members 
Mstep: Class 2 contains 12350 members 
Entering Unmasked Estep 
Score: -3682219.000000 Penalty: 5098.047363
	Iteration 4F: 3 clusters Score -3682219 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17458 members 
Mstep: Class 2 contains 11637 members 
Entering Unmasked Estep 
Score: -3683017.250000 Penalty: 5098.047363
	Iteration 5F: 3 clusters Score -3683017 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18237 members 
Mstep: Class 2 contains 10858 members 
Entering Unmasked Estep 
Score: -3683844.000000 Penalty: 5098.047363
	Iteration 6F: 3 clusters Score -3683844 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19109 members 
Mstep: Class 2 contains 9986 members 
Entering Unmasked Estep 
Score: -3684707.000000 Penalty: 5098.047363
	Iteration 7F: 3 clusters Score -3684707 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20027 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -3685623.250000 Penalty: 5098.047363
	Iteration 8Q: 3 clusters Score -3685623 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20917 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -3686556.500000 Penalty: 5098.047363
	Iteration 9Q: 3 clusters Score -3686556 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21713 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -3687464.750000 Penalty: 5098.047363
	Iteration 10Q: 3 clusters Score -3687465 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22389 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -3688358.250000 Penalty: 5098.047363
	Iteration 11Q: 3 clusters Score -3688358 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22905 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -3689124.000000 Penalty: 5098.047363
	Iteration 12Q: 3 clusters Score -3689124 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23291 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -3689695.250000 Penalty: 5098.047363
	Iteration 13Q: 3 clusters Score -3689695 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23605 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -3690039.000000 Penalty: 5098.047363
	Iteration 14Q: 3 clusters Score -3690039 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23835 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -3690219.500000 Penalty: 5098.047363
	Iteration 15Q: 3 clusters Score -3690220 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24036 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -3690325.500000 Penalty: 5098.047363
	Iteration 16Q: 3 clusters Score -3690326 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24182 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -3690398.750000 Penalty: 5098.047363
	Iteration 17Q: 3 clusters Score -3690399 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24346 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -3690454.750000 Penalty: 5098.047363
	Iteration 18Q: 3 clusters Score -3690455 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24502 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -3690528.750000 Penalty: 5098.047363
	Iteration 19Q: 3 clusters Score -3690529 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24640 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -3690559.250000 Penalty: 5098.047363
	Iteration 20F: 3 clusters Score -3690559 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24777 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -3690597.500000 Penalty: 5098.047363
	Iteration 21Q: 3 clusters Score -3690598 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24892 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -3690644.000000 Penalty: 5098.047363
	Iteration 22Q: 3 clusters Score -3690644 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25005 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -3690672.000000 Penalty: 5098.047363
	Iteration 23Q: 3 clusters Score -3690672 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25108 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -3690697.000000 Penalty: 5098.047363
	Iteration 24Q: 3 clusters Score -3690697 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25190 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -3690713.000000 Penalty: 5098.047363
	Iteration 25Q: 3 clusters Score -3690713 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25268 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -3690733.000000 Penalty: 5098.047363
	Iteration 26Q: 3 clusters Score -3690733 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25354 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -3690745.750000 Penalty: 5098.047363
	Iteration 27Q: 3 clusters Score -3690746 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25454 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -3690779.500000 Penalty: 5098.047363
	Iteration 28Q: 3 clusters Score -3690780 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25555 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -3690804.500000 Penalty: 5098.047363
	Iteration 29Q: 3 clusters Score -3690804 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25650 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -3690831.250000 Penalty: 5098.047363
	Iteration 30Q: 3 clusters Score -3690831 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25734 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -3690861.750000 Penalty: 5098.047363
	Iteration 31Q: 3 clusters Score -3690862 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25825 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -3690884.750000 Penalty: 5098.047363
	Iteration 32Q: 3 clusters Score -3690885 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25919 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -3690901.500000 Penalty: 5098.047363
	Iteration 33Q: 3 clusters Score -3690902 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26017 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -3690937.000000 Penalty: 5098.047363
	Iteration 34Q: 3 clusters Score -3690937 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26097 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -3690953.000000 Penalty: 5098.047363
	Iteration 35Q: 3 clusters Score -3690953 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26165 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -3690976.500000 Penalty: 5098.047363
	Iteration 36Q: 3 clusters Score -3690976 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26218 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -3690983.000000 Penalty: 5098.047363
	Iteration 37Q: 3 clusters Score -3690983 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26286 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -3691014.750000 Penalty: 5098.047363
	Iteration 38Q: 3 clusters Score -3691015 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26344 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -3691033.250000 Penalty: 5098.047363
	Iteration 39Q: 3 clusters Score -3691033 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26385 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -3691041.250000 Penalty: 5098.047363
	Iteration 40F: 3 clusters Score -3691041 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26420 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -3691042.000000 Penalty: 5098.047363
	Iteration 41Q: 3 clusters Score -3691042 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26447 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -3691038.750000 Penalty: 5098.047363
	Iteration 42Q: 3 clusters Score -3691039 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26474 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -3691047.500000 Penalty: 5098.047363
	Iteration 43Q: 3 clusters Score -3691048 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26497 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -3691049.500000 Penalty: 5098.047363
	Iteration 44Q: 3 clusters Score -3691050 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26518 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -3691060.750000 Penalty: 5098.047363
	Iteration 45Q: 3 clusters Score -3691061 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26529 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -3691062.250000 Penalty: 5098.047363
	Iteration 46Q: 3 clusters Score -3691062 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26549 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -3691068.750000 Penalty: 5098.047363
	Iteration 47Q: 3 clusters Score -3691069 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26568 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -3691075.750000 Penalty: 5098.047363
	Iteration 48Q: 3 clusters Score -3691076 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26587 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -3691077.000000 Penalty: 5098.047363
	Iteration 49Q: 3 clusters Score -3691077 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26602 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -3691079.250000 Penalty: 5098.047363
	Iteration 50Q: 3 clusters Score -3691079 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26620 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -3691080.000000 Penalty: 5098.047363
	Iteration 51Q: 3 clusters Score -3691080 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26637 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -3691081.750000 Penalty: 5098.047363
	Iteration 52Q: 3 clusters Score -3691082 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26654 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -3691090.000000 Penalty: 5098.047363
	Iteration 53Q: 3 clusters Score -3691090 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26669 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -3691093.500000 Penalty: 5098.047363
	Iteration 54Q: 3 clusters Score -3691094 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26682 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -3691100.000000 Penalty: 5098.047363
	Iteration 55Q: 3 clusters Score -3691100 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26697 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -3691106.000000 Penalty: 5098.047363
	Iteration 56Q: 3 clusters Score -3691106 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26711 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -3691112.000000 Penalty: 5098.047363
	Iteration 57Q: 3 clusters Score -3691112 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26727 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -3691116.500000 Penalty: 5098.047363
	Iteration 58Q: 3 clusters Score -3691116 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26738 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -3691116.500000 Penalty: 5098.047363
	Iteration 59Q: 3 clusters Score -3691116 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26753 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -3691120.250000 Penalty: 5098.047363
	Iteration 60F: 3 clusters Score -3691120 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26763 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -3691126.500000 Penalty: 5098.047363
	Iteration 61Q: 3 clusters Score -3691126 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26772 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -3691123.500000 Penalty: 5098.047363
	Iteration 62Q: 3 clusters Score -3691124 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26781 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -3691125.250000 Penalty: 5098.047363
	Iteration 63Q: 3 clusters Score -3691125 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26793 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -3691125.500000 Penalty: 5098.047363
	Iteration 64Q: 3 clusters Score -3691126 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26801 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -3691130.000000 Penalty: 5098.047363
	Iteration 65Q: 3 clusters Score -3691130 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26810 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -3691134.750000 Penalty: 5098.047363
	Iteration 66Q: 3 clusters Score -3691135 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26821 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -3691139.500000 Penalty: 5098.047363
	Iteration 67Q: 3 clusters Score -3691140 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26824 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -3691137.250000 Penalty: 5098.047363
	Iteration 68Q: 3 clusters Score -3691137 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26827 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -3691140.250000 Penalty: 5098.047363
	Iteration 69Q: 3 clusters Score -3691140 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26835 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -3691136.750000 Penalty: 5098.047363
	Iteration 70Q: 3 clusters Score -3691137 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26840 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -3691135.250000 Penalty: 5098.047363
	Iteration 71Q: 3 clusters Score -3691135 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26843 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -3691134.750000 Penalty: 5098.047363
	Iteration 72Q: 3 clusters Score -3691135 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26845 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -3691140.000000 Penalty: 5098.047363
	Iteration 73Q: 3 clusters Score -3691140 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26850 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -3691138.500000 Penalty: 5098.047363
	Iteration 74Q: 3 clusters Score -3691138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26852 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -3691135.750000 Penalty: 5098.047363
	Iteration 75Q: 3 clusters Score -3691136 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26852 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -3691135.750000 Penalty: 5098.047363
	Iteration 76F: 3 clusters Score -3691136 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (9366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Entering Unmasked Estep 
Score: -1180911.250000 Penalty: 2267.920654
	Iteration 0F: 2 clusters Score -1180911 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -1173656.000000 Penalty: 4535.841309
	Iteration 0F: 3 clusters Score -1173656 nChanged 3824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -1175682.500000 Penalty: 4535.841309
	Iteration 1F: 3 clusters Score -1175682 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -1175965.750000 Penalty: 4535.841309
	Iteration 2F: 3 clusters Score -1175966 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -1176137.625000 Penalty: 4535.841309
	Iteration 3Q: 3 clusters Score -1176138 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -1176265.875000 Penalty: 4535.841309
	Iteration 4Q: 3 clusters Score -1176266 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -1176376.375000 Penalty: 4535.841309
	Iteration 5Q: 3 clusters Score -1176376 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -1176478.250000 Penalty: 4535.841309
	Iteration 6Q: 3 clusters Score -1176478 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -1176589.250000 Penalty: 4535.841309
	Iteration 7Q: 3 clusters Score -1176589 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -1176693.625000 Penalty: 4535.841309
	Iteration 8Q: 3 clusters Score -1176694 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -1176811.375000 Penalty: 4535.841309
	Iteration 9Q: 3 clusters Score -1176811 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -1176935.250000 Penalty: 4535.841309
	Iteration 10Q: 3 clusters Score -1176935 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -1177067.875000 Penalty: 4535.841309
	Iteration 11Q: 3 clusters Score -1177068 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -1177222.250000 Penalty: 4535.841309
	Iteration 12Q: 3 clusters Score -1177222 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -1177385.750000 Penalty: 4535.841309
	Iteration 13Q: 3 clusters Score -1177386 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -1177574.125000 Penalty: 4535.841309
	Iteration 14Q: 3 clusters Score -1177574 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -1177770.125000 Penalty: 4535.841309
	Iteration 15Q: 3 clusters Score -1177770 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -1177978.750000 Penalty: 4535.841309
	Iteration 16Q: 3 clusters Score -1177979 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -1178161.875000 Penalty: 4535.841309
	Iteration 17Q: 3 clusters Score -1178162 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -1178333.750000 Penalty: 4535.841309
	Iteration 18Q: 3 clusters Score -1178334 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -1178493.000000 Penalty: 4535.841309
	Iteration 19Q: 3 clusters Score -1178493 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -1178625.000000 Penalty: 4535.841309
	Iteration 20F: 3 clusters Score -1178625 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -1178741.500000 Penalty: 4535.841309
	Iteration 21Q: 3 clusters Score -1178742 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -1178817.375000 Penalty: 4535.841309
	Iteration 22Q: 3 clusters Score -1178817 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -1178865.250000 Penalty: 4535.841309
	Iteration 23Q: 3 clusters Score -1178865 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -1178911.000000 Penalty: 4535.841309
	Iteration 24Q: 3 clusters Score -1178911 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -1178941.750000 Penalty: 4535.841309
	Iteration 25Q: 3 clusters Score -1178942 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -1178975.625000 Penalty: 4535.841309
	Iteration 26Q: 3 clusters Score -1178976 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -1178999.500000 Penalty: 4535.841309
	Iteration 27Q: 3 clusters Score -1179000 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -1179026.750000 Penalty: 4535.841309
	Iteration 28Q: 3 clusters Score -1179027 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -1179044.000000 Penalty: 4535.841309
	Iteration 29Q: 3 clusters Score -1179044 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -1179054.500000 Penalty: 4535.841309
	Iteration 30Q: 3 clusters Score -1179054 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -1179065.750000 Penalty: 4535.841309
	Iteration 31Q: 3 clusters Score -1179066 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -1179074.250000 Penalty: 4535.841309
	Iteration 32Q: 3 clusters Score -1179074 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -1179077.750000 Penalty: 4535.841309
	Iteration 33Q: 3 clusters Score -1179078 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -1179081.750000 Penalty: 4535.841309
	Iteration 34Q: 3 clusters Score -1179082 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -1179090.125000 Penalty: 4535.841309
	Iteration 35Q: 3 clusters Score -1179090 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -1179094.125000 Penalty: 4535.841309
	Iteration 36Q: 3 clusters Score -1179094 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -1179097.125000 Penalty: 4535.841309
	Iteration 37Q: 3 clusters Score -1179097 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -1179097.875000 Penalty: 4535.841309
	Iteration 38Q: 3 clusters Score -1179098 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -1179105.125000 Penalty: 4535.841309
	Iteration 39Q: 3 clusters Score -1179105 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -1179109.750000 Penalty: 4535.841309
	Iteration 40F: 3 clusters Score -1179110 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -1179112.375000 Penalty: 4535.841309
	Iteration 41Q: 3 clusters Score -1179112 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -1179115.250000 Penalty: 4535.841309
	Iteration 42Q: 3 clusters Score -1179115 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -1179115.625000 Penalty: 4535.841309
	Iteration 43Q: 3 clusters Score -1179116 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -1179116.125000 Penalty: 4535.841309
	Iteration 44Q: 3 clusters Score -1179116 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -1179120.375000 Penalty: 4535.841309
	Iteration 45Q: 3 clusters Score -1179120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -1179119.375000 Penalty: 4535.841309
	Iteration 46Q: 3 clusters Score -1179119 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -1179119.375000 Penalty: 4535.841309
	Iteration 47F: 3 clusters Score -1179119 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (14308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14308 members 
Entering Unmasked Estep 
Score: -1840929.500000 Penalty: 2373.006348
	Iteration 0F: 2 clusters Score -1840930 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -1830565.750000 Penalty: 4746.012695
	Iteration 0F: 3 clusters Score -1830566 nChanged 6136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -1833747.375000 Penalty: 4746.012695
	Iteration 1F: 3 clusters Score -1833747 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -1834049.000000 Penalty: 4746.012695
	Iteration 2F: 3 clusters Score -1834049 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -1834288.500000 Penalty: 4746.012695
	Iteration 3Q: 3 clusters Score -1834288 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -1834487.000000 Penalty: 4746.012695
	Iteration 4Q: 3 clusters Score -1834487 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -1834679.000000 Penalty: 4746.012695
	Iteration 5Q: 3 clusters Score -1834679 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -1834857.125000 Penalty: 4746.012695
	Iteration 6Q: 3 clusters Score -1834857 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -1835049.750000 Penalty: 4746.012695
	Iteration 7Q: 3 clusters Score -1835050 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -1835293.125000 Penalty: 4746.012695
	Iteration 8Q: 3 clusters Score -1835293 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -1835543.625000 Penalty: 4746.012695
	Iteration 9Q: 3 clusters Score -1835544 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -1835826.625000 Penalty: 4746.012695
	Iteration 10Q: 3 clusters Score -1835827 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -1836131.000000 Penalty: 4746.012695
	Iteration 11Q: 3 clusters Score -1836131 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10223 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -1836471.375000 Penalty: 4746.012695
	Iteration 12Q: 3 clusters Score -1836471 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10628 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -1836785.750000 Penalty: 4746.012695
	Iteration 13Q: 3 clusters Score -1836786 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11002 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -1837054.000000 Penalty: 4746.012695
	Iteration 14Q: 3 clusters Score -1837054 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11340 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -1837272.875000 Penalty: 4746.012695
	Iteration 15Q: 3 clusters Score -1837273 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11613 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -1837437.250000 Penalty: 4746.012695
	Iteration 16Q: 3 clusters Score -1837437 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11879 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -1837585.875000 Penalty: 4746.012695
	Iteration 17Q: 3 clusters Score -1837586 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12123 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -1837738.375000 Penalty: 4746.012695
	Iteration 18Q: 3 clusters Score -1837738 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12352 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -1837868.500000 Penalty: 4746.012695
	Iteration 19Q: 3 clusters Score -1837868 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12573 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -1838009.000000 Penalty: 4746.012695
	Iteration 20F: 3 clusters Score -1838009 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12755 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -1838109.625000 Penalty: 4746.012695
	Iteration 21Q: 3 clusters Score -1838110 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12906 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -1838198.000000 Penalty: 4746.012695
	Iteration 22Q: 3 clusters Score -1838198 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13052 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -1838281.250000 Penalty: 4746.012695
	Iteration 23Q: 3 clusters Score -1838281 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13191 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -1838374.750000 Penalty: 4746.012695
	Iteration 24Q: 3 clusters Score -1838375 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13309 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -1838460.750000 Penalty: 4746.012695
	Iteration 25Q: 3 clusters Score -1838461 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13416 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -1838538.875000 Penalty: 4746.012695
	Iteration 26Q: 3 clusters Score -1838539 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13499 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -1838604.500000 Penalty: 4746.012695
	Iteration 27Q: 3 clusters Score -1838604 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13564 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -1838635.875000 Penalty: 4746.012695
	Iteration 28Q: 3 clusters Score -1838636 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13602 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -1838661.500000 Penalty: 4746.012695
	Iteration 29Q: 3 clusters Score -1838662 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13638 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1838685.500000 Penalty: 4746.012695
	Iteration 30Q: 3 clusters Score -1838686 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13660 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1838702.500000 Penalty: 4746.012695
	Iteration 31Q: 3 clusters Score -1838702 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13687 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1838723.750000 Penalty: 4746.012695
	Iteration 32Q: 3 clusters Score -1838724 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13709 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -1838747.125000 Penalty: 4746.012695
	Iteration 33Q: 3 clusters Score -1838747 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13726 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -1838762.125000 Penalty: 4746.012695
	Iteration 34Q: 3 clusters Score -1838762 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13747 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1838781.125000 Penalty: 4746.012695
	Iteration 35Q: 3 clusters Score -1838781 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13764 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1838793.375000 Penalty: 4746.012695
	Iteration 36Q: 3 clusters Score -1838793 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13778 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1838805.000000 Penalty: 4746.012695
	Iteration 37Q: 3 clusters Score -1838805 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13785 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -1838806.625000 Penalty: 4746.012695
	Iteration 38Q: 3 clusters Score -1838807 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13789 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -1838808.375000 Penalty: 4746.012695
	Iteration 39Q: 3 clusters Score -1838808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13791 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -1838810.250000 Penalty: 4746.012695
	Iteration 40F: 3 clusters Score -1838810 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13798 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1838816.625000 Penalty: 4746.012695
	Iteration 41Q: 3 clusters Score -1838817 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13803 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -1838822.250000 Penalty: 4746.012695
	Iteration 42Q: 3 clusters Score -1838822 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13806 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -1838822.625000 Penalty: 4746.012695
	Iteration 43Q: 3 clusters Score -1838823 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13810 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1838826.625000 Penalty: 4746.012695
	Iteration 44Q: 3 clusters Score -1838827 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13814 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -1838827.500000 Penalty: 4746.012695
	Iteration 45Q: 3 clusters Score -1838828 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13821 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -1838835.375000 Penalty: 4746.012695
	Iteration 46Q: 3 clusters Score -1838835 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13826 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1838839.000000 Penalty: 4746.012695
	Iteration 47Q: 3 clusters Score -1838839 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13830 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -1838845.250000 Penalty: 4746.012695
	Iteration 48Q: 3 clusters Score -1838845 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13833 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1838847.750000 Penalty: 4746.012695
	Iteration 49Q: 3 clusters Score -1838848 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13834 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -1838848.375000 Penalty: 4746.012695
	Iteration 50Q: 3 clusters Score -1838848 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13834 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -1838848.375000 Penalty: 4746.012695
	Iteration 51F: 3 clusters Score -1838848 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (61584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61584 members 
Entering Unmasked Estep 
Score: -7828901.500000 Penalty: 2734.982910
	Iteration 0F: 2 clusters Score -7828902 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30883 members 
Mstep: Class 2 contains 30701 members 
Entering Unmasked Estep 
Score: -7787596.500000 Penalty: 5469.965820
	Iteration 0F: 3 clusters Score -7787596 nChanged 28687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31660 members 
Mstep: Class 2 contains 29924 members 
Entering Unmasked Estep 
Score: -7803683.500000 Penalty: 5469.965820
	Iteration 1F: 3 clusters Score -7803684 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32049 members 
Mstep: Class 2 contains 29535 members 
Entering Unmasked Estep 
Score: -7804539.500000 Penalty: 5469.965820
	Iteration 2Q: 3 clusters Score -7804540 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32682 members 
Mstep: Class 2 contains 28902 members 
Entering Unmasked Estep 
Score: -7805851.000000 Penalty: 5469.965820
	Iteration 3Q: 3 clusters Score -7805851 nChanged 3149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33565 members 
Mstep: Class 2 contains 28019 members 
Entering Unmasked Estep 
Score: -7807375.500000 Penalty: 5469.965820
	Iteration 4F: 3 clusters Score -7807376 nChanged 3413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34838 members 
Mstep: Class 2 contains 26746 members 
Entering Unmasked Estep 
Score: -7809134.000000 Penalty: 5469.965820
	Iteration 5F: 3 clusters Score -7809134 nChanged 3584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36326 members 
Mstep: Class 2 contains 25258 members 
Entering Unmasked Estep 
Score: -7811299.000000 Penalty: 5469.965820
	Iteration 6F: 3 clusters Score -7811299 nChanged 3785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37985 members 
Mstep: Class 2 contains 23599 members 
Entering Unmasked Estep 
Score: -7813672.000000 Penalty: 5469.965820
	Iteration 7F: 3 clusters Score -7813672 nChanged 3605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39592 members 
Mstep: Class 2 contains 21992 members 
Entering Unmasked Estep 
Score: -7816078.500000 Penalty: 5469.965820
	Iteration 8F: 3 clusters Score -7816078 nChanged 3151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40787 members 
Mstep: Class 2 contains 20797 members 
Entering Unmasked Estep 
Score: -7818029.500000 Penalty: 5469.965820
	Iteration 9F: 3 clusters Score -7818030 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41692 members 
Mstep: Class 2 contains 19892 members 
Entering Unmasked Estep 
Score: -7819395.000000 Penalty: 5469.965820
	Iteration 10Q: 3 clusters Score -7819395 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42429 members 
Mstep: Class 2 contains 19155 members 
Entering Unmasked Estep 
Score: -7820163.000000 Penalty: 5469.965820
	Iteration 11Q: 3 clusters Score -7820163 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43060 members 
Mstep: Class 2 contains 18524 members 
Entering Unmasked Estep 
Score: -7820567.500000 Penalty: 5469.965820
	Iteration 12Q: 3 clusters Score -7820568 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43704 members 
Mstep: Class 2 contains 17880 members 
Entering Unmasked Estep 
Score: -7820802.000000 Penalty: 5469.965820
	Iteration 13Q: 3 clusters Score -7820802 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44343 members 
Mstep: Class 2 contains 17241 members 
Entering Unmasked Estep 
Score: -7821000.500000 Penalty: 5469.965820
	Iteration 14Q: 3 clusters Score -7821000 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44992 members 
Mstep: Class 2 contains 16592 members 
Entering Unmasked Estep 
Score: -7821181.500000 Penalty: 5469.965820
	Iteration 15Q: 3 clusters Score -7821182 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45679 members 
Mstep: Class 2 contains 15905 members 
Entering Unmasked Estep 
Score: -7821439.500000 Penalty: 5469.965820
	Iteration 16Q: 3 clusters Score -7821440 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46378 members 
Mstep: Class 2 contains 15206 members 
Entering Unmasked Estep 
Score: -7821663.500000 Penalty: 5469.965820
	Iteration 17Q: 3 clusters Score -7821664 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47074 members 
Mstep: Class 2 contains 14510 members 
Entering Unmasked Estep 
Score: -7821860.500000 Penalty: 5469.965820
	Iteration 18Q: 3 clusters Score -7821860 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47821 members 
Mstep: Class 2 contains 13763 members 
Entering Unmasked Estep 
Score: -7822075.500000 Penalty: 5469.965820
	Iteration 19Q: 3 clusters Score -7822076 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48574 members 
Mstep: Class 2 contains 13010 members 
Entering Unmasked Estep 
Score: -7822311.500000 Penalty: 5469.965820
	Iteration 20F: 3 clusters Score -7822312 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49362 members 
Mstep: Class 2 contains 12222 members 
Entering Unmasked Estep 
Score: -7822594.500000 Penalty: 5469.965820
	Iteration 21Q: 3 clusters Score -7822594 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50117 members 
Mstep: Class 2 contains 11467 members 
Entering Unmasked Estep 
Score: -7822857.000000 Penalty: 5469.965820
	Iteration 22Q: 3 clusters Score -7822857 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50899 members 
Mstep: Class 2 contains 10685 members 
Entering Unmasked Estep 
Score: -7823079.500000 Penalty: 5469.965820
	Iteration 23Q: 3 clusters Score -7823080 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51653 members 
Mstep: Class 2 contains 9931 members 
Entering Unmasked Estep 
Score: -7823362.000000 Penalty: 5469.965820
	Iteration 24Q: 3 clusters Score -7823362 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52366 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -7823681.500000 Penalty: 5469.965820
	Iteration 25Q: 3 clusters Score -7823682 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53118 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -7824040.000000 Penalty: 5469.965820
	Iteration 26Q: 3 clusters Score -7824040 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53821 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -7824431.500000 Penalty: 5469.965820
	Iteration 27Q: 3 clusters Score -7824432 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54491 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -7824857.000000 Penalty: 5469.965820
	Iteration 28Q: 3 clusters Score -7824857 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55097 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -7825271.000000 Penalty: 5469.965820
	Iteration 29Q: 3 clusters Score -7825271 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55624 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -7825581.500000 Penalty: 5469.965820
	Iteration 30Q: 3 clusters Score -7825582 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56064 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -7825828.500000 Penalty: 5469.965820
	Iteration 31Q: 3 clusters Score -7825828 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56456 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -7825987.500000 Penalty: 5469.965820
	Iteration 32Q: 3 clusters Score -7825988 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56759 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -7826084.000000 Penalty: 5469.965820
	Iteration 33Q: 3 clusters Score -7826084 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57012 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -7826158.500000 Penalty: 5469.965820
	Iteration 34Q: 3 clusters Score -7826158 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57251 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -7826257.500000 Penalty: 5469.965820
	Iteration 35Q: 3 clusters Score -7826258 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57412 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -7826344.000000 Penalty: 5469.965820
	Iteration 36Q: 3 clusters Score -7826344 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57581 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -7826390.500000 Penalty: 5469.965820
	Iteration 37Q: 3 clusters Score -7826390 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57732 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -7826416.000000 Penalty: 5469.965820
	Iteration 38Q: 3 clusters Score -7826416 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57860 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -7826440.000000 Penalty: 5469.965820
	Iteration 39Q: 3 clusters Score -7826440 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57970 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -7826446.500000 Penalty: 5469.965820
	Iteration 40F: 3 clusters Score -7826446 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58069 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -7826484.500000 Penalty: 5469.965820
	Iteration 41Q: 3 clusters Score -7826484 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58146 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -7826504.000000 Penalty: 5469.965820
	Iteration 42Q: 3 clusters Score -7826504 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58196 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -7826508.000000 Penalty: 5469.965820
	Iteration 43Q: 3 clusters Score -7826508 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58249 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -7826521.500000 Penalty: 5469.965820
	Iteration 44Q: 3 clusters Score -7826522 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58302 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -7826535.500000 Penalty: 5469.965820
	Iteration 45Q: 3 clusters Score -7826536 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58362 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -7826552.500000 Penalty: 5469.965820
	Iteration 46Q: 3 clusters Score -7826552 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58412 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -7826569.500000 Penalty: 5469.965820
	Iteration 47Q: 3 clusters Score -7826570 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58452 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -7826569.500000 Penalty: 5469.965820
	Iteration 48Q: 3 clusters Score -7826570 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58478 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -7826580.000000 Penalty: 5469.965820
	Iteration 49Q: 3 clusters Score -7826580 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58496 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -7826582.000000 Penalty: 5469.965820
	Iteration 50Q: 3 clusters Score -7826582 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58519 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -7826580.500000 Penalty: 5469.965820
	Iteration 51Q: 3 clusters Score -7826580 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58540 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -7826593.500000 Penalty: 5469.965820
	Iteration 52Q: 3 clusters Score -7826594 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58557 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -7826598.500000 Penalty: 5469.965820
	Iteration 53Q: 3 clusters Score -7826598 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58574 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -7826596.000000 Penalty: 5469.965820
	Iteration 54Q: 3 clusters Score -7826596 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58589 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -7826594.000000 Penalty: 5469.965820
	Iteration 55Q: 3 clusters Score -7826594 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58605 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -7826605.500000 Penalty: 5469.965820
	Iteration 56Q: 3 clusters Score -7826606 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58625 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -7826607.500000 Penalty: 5469.965820
	Iteration 57Q: 3 clusters Score -7826608 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58643 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -7826613.500000 Penalty: 5469.965820
	Iteration 58Q: 3 clusters Score -7826614 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58662 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -7826616.500000 Penalty: 5469.965820
	Iteration 59Q: 3 clusters Score -7826616 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58684 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -7826622.500000 Penalty: 5469.965820
	Iteration 60F: 3 clusters Score -7826622 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58707 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -7826629.500000 Penalty: 5469.965820
	Iteration 61Q: 3 clusters Score -7826630 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58742 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -7826624.000000 Penalty: 5469.965820
	Iteration 62Q: 3 clusters Score -7826624 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58778 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -7826634.500000 Penalty: 5469.965820
	Iteration 63Q: 3 clusters Score -7826634 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58808 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -7826656.000000 Penalty: 5469.965820
	Iteration 64Q: 3 clusters Score -7826656 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58835 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -7826647.500000 Penalty: 5469.965820
	Iteration 65Q: 3 clusters Score -7826648 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58857 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -7826652.500000 Penalty: 5469.965820
	Iteration 66Q: 3 clusters Score -7826652 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58880 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -7826666.500000 Penalty: 5469.965820
	Iteration 67Q: 3 clusters Score -7826666 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58899 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -7826661.500000 Penalty: 5469.965820
	Iteration 68Q: 3 clusters Score -7826662 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58917 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -7826659.000000 Penalty: 5469.965820
	Iteration 69Q: 3 clusters Score -7826659 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58932 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -7826667.500000 Penalty: 5469.965820
	Iteration 70Q: 3 clusters Score -7826668 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58942 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -7826668.500000 Penalty: 5469.965820
	Iteration 71Q: 3 clusters Score -7826668 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58950 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -7826669.000000 Penalty: 5469.965820
	Iteration 72Q: 3 clusters Score -7826669 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58960 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -7826672.000000 Penalty: 5469.965820
	Iteration 73Q: 3 clusters Score -7826672 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58963 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -7826672.000000 Penalty: 5469.965820
	Iteration 74Q: 3 clusters Score -7826672 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58967 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -7826672.000000 Penalty: 5469.965820
	Iteration 75Q: 3 clusters Score -7826672 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58971 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -7826671.500000 Penalty: 5469.965820
	Iteration 76Q: 3 clusters Score -7826672 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58974 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -7826668.500000 Penalty: 5469.965820
	Iteration 77Q: 3 clusters Score -7826668 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58978 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -7826674.000000 Penalty: 5469.965820
	Iteration 78Q: 3 clusters Score -7826674 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58983 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -7826674.000000 Penalty: 5469.965820
	Iteration 79Q: 3 clusters Score -7826674 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58986 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -7826682.500000 Penalty: 5469.965820
	Iteration 80F: 3 clusters Score -7826682 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58993 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -7826675.000000 Penalty: 5469.965820
	Iteration 81Q: 3 clusters Score -7826675 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58998 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -7826677.500000 Penalty: 5469.965820
	Iteration 82Q: 3 clusters Score -7826678 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59002 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -7826679.000000 Penalty: 5469.965820
	Iteration 83Q: 3 clusters Score -7826679 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59005 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -7826676.000000 Penalty: 5469.965820
	Iteration 84Q: 3 clusters Score -7826676 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59008 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -7826676.500000 Penalty: 5469.965820
	Iteration 85Q: 3 clusters Score -7826676 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59011 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -7826679.500000 Penalty: 5469.965820
	Iteration 86Q: 3 clusters Score -7826680 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59014 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -7826676.000000 Penalty: 5469.965820
	Iteration 87Q: 3 clusters Score -7826676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59016 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -7826676.000000 Penalty: 5469.965820
	Iteration 88Q: 3 clusters Score -7826676 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59016 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -7826676.000000 Penalty: 5469.965820
	Iteration 89F: 3 clusters Score -7826676 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (10998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10998 members 
Entering Unmasked Estep 
Score: -1389689.125000 Penalty: 2307.756104
	Iteration 0F: 2 clusters Score -1389689 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -1381466.250000 Penalty: 4615.512207
	Iteration 0F: 3 clusters Score -1381466 nChanged 4512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -1383896.875000 Penalty: 4615.512207
	Iteration 1F: 3 clusters Score -1383897 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -1384214.500000 Penalty: 4615.512207
	Iteration 2F: 3 clusters Score -1384214 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -1384481.375000 Penalty: 4615.512207
	Iteration 3F: 3 clusters Score -1384481 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -1384734.375000 Penalty: 4615.512207
	Iteration 4Q: 3 clusters Score -1384734 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -1384999.875000 Penalty: 4615.512207
	Iteration 5Q: 3 clusters Score -1385000 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -1385270.125000 Penalty: 4615.512207
	Iteration 6Q: 3 clusters Score -1385270 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -1385587.125000 Penalty: 4615.512207
	Iteration 7Q: 3 clusters Score -1385587 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -1386008.875000 Penalty: 4615.512207
	Iteration 8Q: 3 clusters Score -1386009 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -1386495.000000 Penalty: 4615.512207
	Iteration 9F: 3 clusters Score -1386495 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -1386969.500000 Penalty: 4615.512207
	Iteration 10Q: 3 clusters Score -1386970 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -1387454.625000 Penalty: 4615.512207
	Iteration 11Q: 3 clusters Score -1387455 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -1387804.750000 Penalty: 4615.512207
	Iteration 12Q: 3 clusters Score -1387805 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -1388005.125000 Penalty: 4615.512207
	Iteration 13Q: 3 clusters Score -1388005 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -1388109.125000 Penalty: 4615.512207
	Iteration 14Q: 3 clusters Score -1388109 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -1388164.250000 Penalty: 4615.512207
	Iteration 15Q: 3 clusters Score -1388164 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -1388210.000000 Penalty: 4615.512207
	Iteration 16Q: 3 clusters Score -1388210 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -1388236.000000 Penalty: 4615.512207
	Iteration 17Q: 3 clusters Score -1388236 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -1388256.750000 Penalty: 4615.512207
	Iteration 18Q: 3 clusters Score -1388257 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -1388263.750000 Penalty: 4615.512207
	Iteration 19Q: 3 clusters Score -1388264 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -1388268.125000 Penalty: 4615.512207
	Iteration 20F: 3 clusters Score -1388268 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -1388276.500000 Penalty: 4615.512207
	Iteration 21Q: 3 clusters Score -1388276 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -1388279.875000 Penalty: 4615.512207
	Iteration 22Q: 3 clusters Score -1388280 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -1388281.000000 Penalty: 4615.512207
	Iteration 23Q: 3 clusters Score -1388281 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -1388283.375000 Penalty: 4615.512207
	Iteration 24Q: 3 clusters Score -1388283 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -1388283.875000 Penalty: 4615.512207
	Iteration 25Q: 3 clusters Score -1388284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -1388283.125000 Penalty: 4615.512207
	Iteration 26Q: 3 clusters Score -1388283 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -1388284.500000 Penalty: 4615.512207
	Iteration 27Q: 3 clusters Score -1388284 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -1388284.500000 Penalty: 4615.512207
	Iteration 28Q: 3 clusters Score -1388284 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -1388287.375000 Penalty: 4615.512207
	Iteration 29Q: 3 clusters Score -1388287 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -1388288.250000 Penalty: 4615.512207
	Iteration 30Q: 3 clusters Score -1388288 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -1388288.125000 Penalty: 4615.512207
	Iteration 31Q: 3 clusters Score -1388288 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -1388291.625000 Penalty: 4615.512207
	Iteration 32Q: 3 clusters Score -1388292 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -1388290.375000 Penalty: 4615.512207
	Iteration 33Q: 3 clusters Score -1388290 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -1388294.625000 Penalty: 4615.512207
	Iteration 34Q: 3 clusters Score -1388295 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -1388293.125000 Penalty: 4615.512207
	Iteration 35Q: 3 clusters Score -1388293 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -1388294.125000 Penalty: 4615.512207
	Iteration 36Q: 3 clusters Score -1388294 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -1388293.750000 Penalty: 4615.512207
	Iteration 37Q: 3 clusters Score -1388294 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -1388295.125000 Penalty: 4615.512207
	Iteration 38Q: 3 clusters Score -1388295 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -1388295.625000 Penalty: 4615.512207
	Iteration 39Q: 3 clusters Score -1388296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -1388297.000000 Penalty: 4615.512207
	Iteration 40F: 3 clusters Score -1388297 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -1388298.250000 Penalty: 4615.512207
	Iteration 41Q: 3 clusters Score -1388298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -1388299.375000 Penalty: 4615.512207
	Iteration 42Q: 3 clusters Score -1388299 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -1388298.875000 Penalty: 4615.512207
	Iteration 43Q: 3 clusters Score -1388299 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -1388298.000000 Penalty: 4615.512207
	Iteration 44Q: 3 clusters Score -1388298 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -1388298.000000 Penalty: 4615.512207
	Iteration 45F: 3 clusters Score -1388298 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (16567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16567 members 
Entering Unmasked Estep 
Score: -1935053.500000 Penalty: 2409.361572
	Iteration 0F: 2 clusters Score -1935054 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -1923238.125000 Penalty: 4818.723145
	Iteration 0F: 3 clusters Score -1923238 nChanged 7087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -1927093.625000 Penalty: 4818.723145
	Iteration 1F: 3 clusters Score -1927094 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -1927554.000000 Penalty: 4818.723145
	Iteration 2F: 3 clusters Score -1927554 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -1927951.875000 Penalty: 4818.723145
	Iteration 3F: 3 clusters Score -1927952 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -1928308.750000 Penalty: 4818.723145
	Iteration 4Q: 3 clusters Score -1928309 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -1928675.500000 Penalty: 4818.723145
	Iteration 5Q: 3 clusters Score -1928676 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -1929029.750000 Penalty: 4818.723145
	Iteration 6Q: 3 clusters Score -1929030 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -1929355.250000 Penalty: 4818.723145
	Iteration 7Q: 3 clusters Score -1929355 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9796 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -1929704.125000 Penalty: 4818.723145
	Iteration 8Q: 3 clusters Score -1929704 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10086 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -1930068.250000 Penalty: 4818.723145
	Iteration 9Q: 3 clusters Score -1930068 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10402 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -1930408.250000 Penalty: 4818.723145
	Iteration 10Q: 3 clusters Score -1930408 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10732 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -1930724.750000 Penalty: 4818.723145
	Iteration 11Q: 3 clusters Score -1930725 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11048 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -1930974.875000 Penalty: 4818.723145
	Iteration 12Q: 3 clusters Score -1930975 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11364 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -1931169.625000 Penalty: 4818.723145
	Iteration 13Q: 3 clusters Score -1931170 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11665 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -1931349.375000 Penalty: 4818.723145
	Iteration 14Q: 3 clusters Score -1931349 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11976 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -1931533.875000 Penalty: 4818.723145
	Iteration 15Q: 3 clusters Score -1931534 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12274 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -1931703.250000 Penalty: 4818.723145
	Iteration 16Q: 3 clusters Score -1931703 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12524 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -1931827.750000 Penalty: 4818.723145
	Iteration 17Q: 3 clusters Score -1931828 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12739 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -1931927.625000 Penalty: 4818.723145
	Iteration 18Q: 3 clusters Score -1931928 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12925 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -1932023.125000 Penalty: 4818.723145
	Iteration 19Q: 3 clusters Score -1932023 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13124 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -1932101.375000 Penalty: 4818.723145
	Iteration 20F: 3 clusters Score -1932101 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13293 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -1932173.625000 Penalty: 4818.723145
	Iteration 21Q: 3 clusters Score -1932174 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13461 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -1932241.625000 Penalty: 4818.723145
	Iteration 22Q: 3 clusters Score -1932242 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13596 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -1932296.250000 Penalty: 4818.723145
	Iteration 23Q: 3 clusters Score -1932296 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13725 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -1932341.750000 Penalty: 4818.723145
	Iteration 24Q: 3 clusters Score -1932342 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13836 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -1932383.500000 Penalty: 4818.723145
	Iteration 25Q: 3 clusters Score -1932384 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13962 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -1932431.875000 Penalty: 4818.723145
	Iteration 26Q: 3 clusters Score -1932432 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14101 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -1932483.750000 Penalty: 4818.723145
	Iteration 27Q: 3 clusters Score -1932484 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14212 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -1932525.625000 Penalty: 4818.723145
	Iteration 28Q: 3 clusters Score -1932526 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14324 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -1932569.250000 Penalty: 4818.723145
	Iteration 29Q: 3 clusters Score -1932569 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14437 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -1932620.250000 Penalty: 4818.723145
	Iteration 30Q: 3 clusters Score -1932620 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14536 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -1932655.625000 Penalty: 4818.723145
	Iteration 31Q: 3 clusters Score -1932656 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14622 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -1932680.625000 Penalty: 4818.723145
	Iteration 32Q: 3 clusters Score -1932681 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14687 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -1932703.375000 Penalty: 4818.723145
	Iteration 33Q: 3 clusters Score -1932703 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14742 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -1932720.000000 Penalty: 4818.723145
	Iteration 34Q: 3 clusters Score -1932720 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14792 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -1932737.750000 Penalty: 4818.723145
	Iteration 35Q: 3 clusters Score -1932738 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14836 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -1932747.500000 Penalty: 4818.723145
	Iteration 36Q: 3 clusters Score -1932748 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14866 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -1932753.625000 Penalty: 4818.723145
	Iteration 37Q: 3 clusters Score -1932754 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14890 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -1932758.000000 Penalty: 4818.723145
	Iteration 38Q: 3 clusters Score -1932758 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14915 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -1932761.750000 Penalty: 4818.723145
	Iteration 39Q: 3 clusters Score -1932762 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14939 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -1932769.750000 Penalty: 4818.723145
	Iteration 40F: 3 clusters Score -1932770 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14968 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -1932779.250000 Penalty: 4818.723145
	Iteration 41Q: 3 clusters Score -1932779 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14996 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -1932793.375000 Penalty: 4818.723145
	Iteration 42Q: 3 clusters Score -1932793 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15022 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -1932799.375000 Penalty: 4818.723145
	Iteration 43Q: 3 clusters Score -1932799 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15044 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -1932802.125000 Penalty: 4818.723145
	Iteration 44Q: 3 clusters Score -1932802 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15062 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -1932804.375000 Penalty: 4818.723145
	Iteration 45Q: 3 clusters Score -1932804 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15083 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -1932809.875000 Penalty: 4818.723145
	Iteration 46Q: 3 clusters Score -1932810 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15108 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -1932817.875000 Penalty: 4818.723145
	Iteration 47Q: 3 clusters Score -1932818 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15134 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -1932829.250000 Penalty: 4818.723145
	Iteration 48Q: 3 clusters Score -1932829 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15161 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -1932841.125000 Penalty: 4818.723145
	Iteration 49Q: 3 clusters Score -1932841 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15191 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -1932849.375000 Penalty: 4818.723145
	Iteration 50Q: 3 clusters Score -1932849 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15217 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -1932853.625000 Penalty: 4818.723145
	Iteration 51Q: 3 clusters Score -1932854 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15244 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -1932865.125000 Penalty: 4818.723145
	Iteration 52Q: 3 clusters Score -1932865 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15269 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -1932877.750000 Penalty: 4818.723145
	Iteration 53Q: 3 clusters Score -1932878 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15296 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -1932884.250000 Penalty: 4818.723145
	Iteration 54Q: 3 clusters Score -1932884 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15312 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -1932891.250000 Penalty: 4818.723145
	Iteration 55Q: 3 clusters Score -1932891 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15330 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -1932895.500000 Penalty: 4818.723145
	Iteration 56Q: 3 clusters Score -1932896 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15354 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1932905.750000 Penalty: 4818.723145
	Iteration 57Q: 3 clusters Score -1932906 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15369 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -1932913.875000 Penalty: 4818.723145
	Iteration 58Q: 3 clusters Score -1932914 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15386 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -1932919.375000 Penalty: 4818.723145
	Iteration 59Q: 3 clusters Score -1932919 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15406 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -1932928.500000 Penalty: 4818.723145
	Iteration 60F: 3 clusters Score -1932928 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15422 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -1932935.500000 Penalty: 4818.723145
	Iteration 61Q: 3 clusters Score -1932936 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15435 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1932943.000000 Penalty: 4818.723145
	Iteration 62Q: 3 clusters Score -1932943 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15445 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -1932941.000000 Penalty: 4818.723145
	Iteration 63Q: 3 clusters Score -1932941 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15450 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -1932944.000000 Penalty: 4818.723145
	Iteration 64Q: 3 clusters Score -1932944 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15457 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1932944.625000 Penalty: 4818.723145
	Iteration 65Q: 3 clusters Score -1932945 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15462 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1932950.125000 Penalty: 4818.723145
	Iteration 66Q: 3 clusters Score -1932950 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15475 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -1932953.500000 Penalty: 4818.723145
	Iteration 67Q: 3 clusters Score -1932954 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15489 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -1932956.250000 Penalty: 4818.723145
	Iteration 68Q: 3 clusters Score -1932956 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15498 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -1932961.500000 Penalty: 4818.723145
	Iteration 69Q: 3 clusters Score -1932962 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15506 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -1932960.625000 Penalty: 4818.723145
	Iteration 70Q: 3 clusters Score -1932961 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15516 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -1932965.375000 Penalty: 4818.723145
	Iteration 71Q: 3 clusters Score -1932965 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15520 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -1932967.000000 Penalty: 4818.723145
	Iteration 72Q: 3 clusters Score -1932967 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15526 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -1932970.500000 Penalty: 4818.723145
	Iteration 73Q: 3 clusters Score -1932970 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15539 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -1932975.375000 Penalty: 4818.723145
	Iteration 74Q: 3 clusters Score -1932975 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15549 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -1932978.750000 Penalty: 4818.723145
	Iteration 75Q: 3 clusters Score -1932979 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15560 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -1932983.750000 Penalty: 4818.723145
	Iteration 76Q: 3 clusters Score -1932984 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15565 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -1932983.000000 Penalty: 4818.723145
	Iteration 77Q: 3 clusters Score -1932983 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15573 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -1932986.875000 Penalty: 4818.723145
	Iteration 78Q: 3 clusters Score -1932987 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15579 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -1932987.375000 Penalty: 4818.723145
	Iteration 79Q: 3 clusters Score -1932987 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15583 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -1932989.250000 Penalty: 4818.723145
	Iteration 80F: 3 clusters Score -1932989 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15584 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -1932991.875000 Penalty: 4818.723145
	Iteration 81Q: 3 clusters Score -1932992 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15587 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -1932996.250000 Penalty: 4818.723145
	Iteration 82Q: 3 clusters Score -1932996 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15592 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -1932995.500000 Penalty: 4818.723145
	Iteration 83Q: 3 clusters Score -1932996 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15597 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -1932996.000000 Penalty: 4818.723145
	Iteration 84Q: 3 clusters Score -1932996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15598 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1932998.750000 Penalty: 4818.723145
	Iteration 85Q: 3 clusters Score -1932999 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15601 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -1932999.250000 Penalty: 4818.723145
	Iteration 86Q: 3 clusters Score -1932999 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15603 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -1932997.000000 Penalty: 4818.723145
	Iteration 87Q: 3 clusters Score -1932997 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15605 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1932996.625000 Penalty: 4818.723145
	Iteration 88Q: 3 clusters Score -1932997 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15606 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -1932996.500000 Penalty: 4818.723145
	Iteration 89Q: 3 clusters Score -1932996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15609 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1932999.125000 Penalty: 4818.723145
	Iteration 90Q: 3 clusters Score -1932999 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15612 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -1933003.375000 Penalty: 4818.723145
	Iteration 91Q: 3 clusters Score -1933003 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15617 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -1933003.250000 Penalty: 4818.723145
	Iteration 92Q: 3 clusters Score -1933003 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15621 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -1933004.500000 Penalty: 4818.723145
	Iteration 93Q: 3 clusters Score -1933004 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15621 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -1933004.500000 Penalty: 4818.723145
	Iteration 94F: 3 clusters Score -1933004 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Entering Unmasked Estep 
Score: -374975.875000 Penalty: 1984.999756
	Iteration 0F: 2 clusters Score -374975.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -371731.781250 Penalty: 3969.999512
	Iteration 0F: 3 clusters Score -371731.8 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -372429.656250 Penalty: 3969.999512
	Iteration 1F: 3 clusters Score -372429.7 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -372623.625000 Penalty: 3969.999512
	Iteration 2F: 3 clusters Score -372623.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -372714.593750 Penalty: 3969.999512
	Iteration 3Q: 3 clusters Score -372714.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -372763.187500 Penalty: 3969.999512
	Iteration 4Q: 3 clusters Score -372763.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -372795.968750 Penalty: 3969.999512
	Iteration 5Q: 3 clusters Score -372796 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -372816.437500 Penalty: 3969.999512
	Iteration 6Q: 3 clusters Score -372816.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -372830.281250 Penalty: 3969.999512
	Iteration 7Q: 3 clusters Score -372830.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -372846.500000 Penalty: 3969.999512
	Iteration 8Q: 3 clusters Score -372846.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -372862.218750 Penalty: 3969.999512
	Iteration 9Q: 3 clusters Score -372862.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -372874.125000 Penalty: 3969.999512
	Iteration 10Q: 3 clusters Score -372874.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -372883.500000 Penalty: 3969.999512
	Iteration 11Q: 3 clusters Score -372883.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -372894.812500 Penalty: 3969.999512
	Iteration 12Q: 3 clusters Score -372894.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -372902.312500 Penalty: 3969.999512
	Iteration 13Q: 3 clusters Score -372902.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -372910.718750 Penalty: 3969.999512
	Iteration 14Q: 3 clusters Score -372910.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -372920.968750 Penalty: 3969.999512
	Iteration 15Q: 3 clusters Score -372921 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -372927.656250 Penalty: 3969.999512
	Iteration 16Q: 3 clusters Score -372927.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -372934.218750 Penalty: 3969.999512
	Iteration 17Q: 3 clusters Score -372934.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -372940.812500 Penalty: 3969.999512
	Iteration 18Q: 3 clusters Score -372940.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -372948.031250 Penalty: 3969.999512
	Iteration 19Q: 3 clusters Score -372948 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -372953.062500 Penalty: 3969.999512
	Iteration 20F: 3 clusters Score -372953.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -372958.000000 Penalty: 3969.999512
	Iteration 21Q: 3 clusters Score -372958 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -372962.468750 Penalty: 3969.999512
	Iteration 22Q: 3 clusters Score -372962.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -372965.375000 Penalty: 3969.999512
	Iteration 23Q: 3 clusters Score -372965.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -372967.781250 Penalty: 3969.999512
	Iteration 24Q: 3 clusters Score -372967.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -372969.187500 Penalty: 3969.999512
	Iteration 25Q: 3 clusters Score -372969.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -372970.625000 Penalty: 3969.999512
	Iteration 26Q: 3 clusters Score -372970.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -372970.500000 Penalty: 3969.999512
	Iteration 27Q: 3 clusters Score -372970.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -372970.500000 Penalty: 3969.999512
	Iteration 28F: 3 clusters Score -372970.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Entering Unmasked Estep 
Score: -321945.593750 Penalty: 1947.212036
	Iteration 0F: 2 clusters Score -321945.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -318995.000000 Penalty: 3894.424072
	Iteration 0F: 3 clusters Score -318995 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -319593.093750 Penalty: 3894.424072
	Iteration 1F: 3 clusters Score -319593.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -319779.312500 Penalty: 3894.424072
	Iteration 2F: 3 clusters Score -319779.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -319865.906250 Penalty: 3894.424072
	Iteration 3Q: 3 clusters Score -319865.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -319935.500000 Penalty: 3894.424072
	Iteration 4Q: 3 clusters Score -319935.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -319983.375000 Penalty: 3894.424072
	Iteration 5Q: 3 clusters Score -319983.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -320020.750000 Penalty: 3894.424072
	Iteration 6Q: 3 clusters Score -320020.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -320047.843750 Penalty: 3894.424072
	Iteration 7Q: 3 clusters Score -320047.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -320072.000000 Penalty: 3894.424072
	Iteration 8Q: 3 clusters Score -320072 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -320093.875000 Penalty: 3894.424072
	Iteration 9Q: 3 clusters Score -320093.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -320113.625000 Penalty: 3894.424072
	Iteration 10Q: 3 clusters Score -320113.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -320139.906250 Penalty: 3894.424072
	Iteration 11Q: 3 clusters Score -320139.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -320165.531250 Penalty: 3894.424072
	Iteration 12Q: 3 clusters Score -320165.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -320190.093750 Penalty: 3894.424072
	Iteration 13Q: 3 clusters Score -320190.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -320214.500000 Penalty: 3894.424072
	Iteration 14Q: 3 clusters Score -320214.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -320232.031250 Penalty: 3894.424072
	Iteration 15Q: 3 clusters Score -320232 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -320245.250000 Penalty: 3894.424072
	Iteration 16Q: 3 clusters Score -320245.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -320253.062500 Penalty: 3894.424072
	Iteration 17Q: 3 clusters Score -320253.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -320261.062500 Penalty: 3894.424072
	Iteration 18Q: 3 clusters Score -320261.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -320264.031250 Penalty: 3894.424072
	Iteration 19Q: 3 clusters Score -320264 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -320268.968750 Penalty: 3894.424072
	Iteration 20F: 3 clusters Score -320269 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -320275.593750 Penalty: 3894.424072
	Iteration 21Q: 3 clusters Score -320275.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -320280.000000 Penalty: 3894.424072
	Iteration 22Q: 3 clusters Score -320280 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -320285.812500 Penalty: 3894.424072
	Iteration 23Q: 3 clusters Score -320285.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -320290.906250 Penalty: 3894.424072
	Iteration 24Q: 3 clusters Score -320290.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -320294.656250 Penalty: 3894.424072
	Iteration 25Q: 3 clusters Score -320294.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -320298.812500 Penalty: 3894.424072
	Iteration 26Q: 3 clusters Score -320298.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -320303.468750 Penalty: 3894.424072
	Iteration 27Q: 3 clusters Score -320303.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -320306.937500 Penalty: 3894.424072
	Iteration 28Q: 3 clusters Score -320306.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -320309.250000 Penalty: 3894.424072
	Iteration 29Q: 3 clusters Score -320309.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -320313.437500 Penalty: 3894.424072
	Iteration 30Q: 3 clusters Score -320313.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -320315.343750 Penalty: 3894.424072
	Iteration 31Q: 3 clusters Score -320315.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -320315.906250 Penalty: 3894.424072
	Iteration 32Q: 3 clusters Score -320315.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -320315.906250 Penalty: 3894.424072
	Iteration 33F: 3 clusters Score -320315.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (18665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18665 members 
Entering Unmasked Estep 
Score: -2166219.750000 Penalty: 2438.932373
	Iteration 0F: 2 clusters Score -2166220 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 9391 members 
Entering Unmasked Estep 
Score: -2152843.500000 Penalty: 4877.864746
	Iteration 0F: 3 clusters Score -2152844 nChanged 8325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -2157458.750000 Penalty: 4877.864746
	Iteration 1F: 3 clusters Score -2157459 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 10117 members 
Entering Unmasked Estep 
Score: -2158077.500000 Penalty: 4877.864746
	Iteration 2F: 3 clusters Score -2158078 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 10490 members 
Entering Unmasked Estep 
Score: -2158731.000000 Penalty: 4877.864746
	Iteration 3F: 3 clusters Score -2158731 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 10952 members 
Entering Unmasked Estep 
Score: -2159444.750000 Penalty: 4877.864746
	Iteration 4F: 3 clusters Score -2159445 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 11498 members 
Entering Unmasked Estep 
Score: -2160261.250000 Penalty: 4877.864746
	Iteration 5F: 3 clusters Score -2160261 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 12036 members 
Entering Unmasked Estep 
Score: -2161114.500000 Penalty: 4877.864746
	Iteration 6F: 3 clusters Score -2161114 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 12518 members 
Entering Unmasked Estep 
Score: -2161951.000000 Penalty: 4877.864746
	Iteration 7F: 3 clusters Score -2161951 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 12870 members 
Entering Unmasked Estep 
Score: -2162709.250000 Penalty: 4877.864746
	Iteration 8F: 3 clusters Score -2162709 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 13157 members 
Entering Unmasked Estep 
Score: -2163293.000000 Penalty: 4877.864746
	Iteration 9Q: 3 clusters Score -2163293 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 13321 members 
Entering Unmasked Estep 
Score: -2163650.000000 Penalty: 4877.864746
	Iteration 10Q: 3 clusters Score -2163650 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 13466 members 
Entering Unmasked Estep 
Score: -2163840.250000 Penalty: 4877.864746
	Iteration 11Q: 3 clusters Score -2163840 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 13593 members 
Entering Unmasked Estep 
Score: -2163964.500000 Penalty: 4877.864746
	Iteration 12Q: 3 clusters Score -2163964 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 13699 members 
Entering Unmasked Estep 
Score: -2164058.000000 Penalty: 4877.864746
	Iteration 13Q: 3 clusters Score -2164058 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 13785 members 
Entering Unmasked Estep 
Score: -2164110.500000 Penalty: 4877.864746
	Iteration 14Q: 3 clusters Score -2164110 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 13860 members 
Entering Unmasked Estep 
Score: -2164155.500000 Penalty: 4877.864746
	Iteration 15Q: 3 clusters Score -2164156 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 13938 members 
Entering Unmasked Estep 
Score: -2164188.250000 Penalty: 4877.864746
	Iteration 16Q: 3 clusters Score -2164188 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 14003 members 
Entering Unmasked Estep 
Score: -2164219.000000 Penalty: 4877.864746
	Iteration 17Q: 3 clusters Score -2164219 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 14053 members 
Entering Unmasked Estep 
Score: -2164235.500000 Penalty: 4877.864746
	Iteration 18Q: 3 clusters Score -2164236 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 14099 members 
Entering Unmasked Estep 
Score: -2164251.000000 Penalty: 4877.864746
	Iteration 19Q: 3 clusters Score -2164251 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 14155 members 
Entering Unmasked Estep 
Score: -2164272.000000 Penalty: 4877.864746
	Iteration 20F: 3 clusters Score -2164272 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 14214 members 
Entering Unmasked Estep 
Score: -2164290.750000 Penalty: 4877.864746
	Iteration 21Q: 3 clusters Score -2164291 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 14268 members 
Entering Unmasked Estep 
Score: -2164308.000000 Penalty: 4877.864746
	Iteration 22Q: 3 clusters Score -2164308 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 14316 members 
Entering Unmasked Estep 
Score: -2164311.000000 Penalty: 4877.864746
	Iteration 23Q: 3 clusters Score -2164311 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 14354 members 
Entering Unmasked Estep 
Score: -2164323.500000 Penalty: 4877.864746
	Iteration 24Q: 3 clusters Score -2164324 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 14382 members 
Entering Unmasked Estep 
Score: -2164339.250000 Penalty: 4877.864746
	Iteration 25Q: 3 clusters Score -2164339 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 14425 members 
Entering Unmasked Estep 
Score: -2164350.250000 Penalty: 4877.864746
	Iteration 26Q: 3 clusters Score -2164350 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 14468 members 
Entering Unmasked Estep 
Score: -2164374.750000 Penalty: 4877.864746
	Iteration 27Q: 3 clusters Score -2164375 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 14522 members 
Entering Unmasked Estep 
Score: -2164397.250000 Penalty: 4877.864746
	Iteration 28Q: 3 clusters Score -2164397 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 14590 members 
Entering Unmasked Estep 
Score: -2164428.000000 Penalty: 4877.864746
	Iteration 29Q: 3 clusters Score -2164428 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 14658 members 
Entering Unmasked Estep 
Score: -2164461.750000 Penalty: 4877.864746
	Iteration 30Q: 3 clusters Score -2164462 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 14732 members 
Entering Unmasked Estep 
Score: -2164487.250000 Penalty: 4877.864746
	Iteration 31Q: 3 clusters Score -2164487 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 14813 members 
Entering Unmasked Estep 
Score: -2164525.750000 Penalty: 4877.864746
	Iteration 32Q: 3 clusters Score -2164526 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 14868 members 
Entering Unmasked Estep 
Score: -2164554.000000 Penalty: 4877.864746
	Iteration 33Q: 3 clusters Score -2164554 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 14919 members 
Entering Unmasked Estep 
Score: -2164572.000000 Penalty: 4877.864746
	Iteration 34Q: 3 clusters Score -2164572 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 14986 members 
Entering Unmasked Estep 
Score: -2164598.500000 Penalty: 4877.864746
	Iteration 35Q: 3 clusters Score -2164598 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 15034 members 
Entering Unmasked Estep 
Score: -2164616.500000 Penalty: 4877.864746
	Iteration 36Q: 3 clusters Score -2164616 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 15066 members 
Entering Unmasked Estep 
Score: -2164625.250000 Penalty: 4877.864746
	Iteration 37Q: 3 clusters Score -2164625 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 15095 members 
Entering Unmasked Estep 
Score: -2164638.500000 Penalty: 4877.864746
	Iteration 38Q: 3 clusters Score -2164638 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 15120 members 
Entering Unmasked Estep 
Score: -2164644.000000 Penalty: 4877.864746
	Iteration 39Q: 3 clusters Score -2164644 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 15140 members 
Entering Unmasked Estep 
Score: -2164653.000000 Penalty: 4877.864746
	Iteration 40F: 3 clusters Score -2164653 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 15159 members 
Entering Unmasked Estep 
Score: -2164650.500000 Penalty: 4877.864746
	Iteration 41Q: 3 clusters Score -2164650 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 15173 members 
Entering Unmasked Estep 
Score: -2164658.500000 Penalty: 4877.864746
	Iteration 42Q: 3 clusters Score -2164658 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 15191 members 
Entering Unmasked Estep 
Score: -2164654.000000 Penalty: 4877.864746
	Iteration 43Q: 3 clusters Score -2164654 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 15203 members 
Entering Unmasked Estep 
Score: -2164653.750000 Penalty: 4877.864746
	Iteration 44Q: 3 clusters Score -2164654 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 15208 members 
Entering Unmasked Estep 
Score: -2164661.250000 Penalty: 4877.864746
	Iteration 45Q: 3 clusters Score -2164661 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 15215 members 
Entering Unmasked Estep 
Score: -2164660.750000 Penalty: 4877.864746
	Iteration 46Q: 3 clusters Score -2164661 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 15224 members 
Entering Unmasked Estep 
Score: -2164671.750000 Penalty: 4877.864746
	Iteration 47Q: 3 clusters Score -2164672 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 15232 members 
Entering Unmasked Estep 
Score: -2164675.000000 Penalty: 4877.864746
	Iteration 48Q: 3 clusters Score -2164675 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 15243 members 
Entering Unmasked Estep 
Score: -2164678.250000 Penalty: 4877.864746
	Iteration 49Q: 3 clusters Score -2164678 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 15255 members 
Entering Unmasked Estep 
Score: -2164682.000000 Penalty: 4877.864746
	Iteration 50Q: 3 clusters Score -2164682 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 15269 members 
Entering Unmasked Estep 
Score: -2164683.000000 Penalty: 4877.864746
	Iteration 51Q: 3 clusters Score -2164683 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 15290 members 
Entering Unmasked Estep 
Score: -2164679.750000 Penalty: 4877.864746
	Iteration 52Q: 3 clusters Score -2164680 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 15303 members 
Entering Unmasked Estep 
Score: -2164687.750000 Penalty: 4877.864746
	Iteration 53Q: 3 clusters Score -2164688 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 15316 members 
Entering Unmasked Estep 
Score: -2164687.750000 Penalty: 4877.864746
	Iteration 54Q: 3 clusters Score -2164688 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 15324 members 
Entering Unmasked Estep 
Score: -2164691.750000 Penalty: 4877.864746
	Iteration 55Q: 3 clusters Score -2164692 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 15333 members 
Entering Unmasked Estep 
Score: -2164691.750000 Penalty: 4877.864746
	Iteration 56Q: 3 clusters Score -2164692 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 15341 members 
Entering Unmasked Estep 
Score: -2164701.250000 Penalty: 4877.864746
	Iteration 57Q: 3 clusters Score -2164701 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 15346 members 
Entering Unmasked Estep 
Score: -2164699.750000 Penalty: 4877.864746
	Iteration 58Q: 3 clusters Score -2164700 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 15354 members 
Entering Unmasked Estep 
Score: -2164702.250000 Penalty: 4877.864746
	Iteration 59Q: 3 clusters Score -2164702 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 15364 members 
Entering Unmasked Estep 
Score: -2164706.500000 Penalty: 4877.864746
	Iteration 60F: 3 clusters Score -2164706 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 15375 members 
Entering Unmasked Estep 
Score: -2164715.250000 Penalty: 4877.864746
	Iteration 61Q: 3 clusters Score -2164715 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 15384 members 
Entering Unmasked Estep 
Score: -2164716.000000 Penalty: 4877.864746
	Iteration 62Q: 3 clusters Score -2164716 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 15389 members 
Entering Unmasked Estep 
Score: -2164717.000000 Penalty: 4877.864746
	Iteration 63Q: 3 clusters Score -2164717 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 15396 members 
Entering Unmasked Estep 
Score: -2164716.500000 Penalty: 4877.864746
	Iteration 64Q: 3 clusters Score -2164716 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 15403 members 
Entering Unmasked Estep 
Score: -2164720.000000 Penalty: 4877.864746
	Iteration 65Q: 3 clusters Score -2164720 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 15404 members 
Entering Unmasked Estep 
Score: -2164720.250000 Penalty: 4877.864746
	Iteration 66Q: 3 clusters Score -2164720 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 15405 members 
Entering Unmasked Estep 
Score: -2164718.750000 Penalty: 4877.864746
	Iteration 67Q: 3 clusters Score -2164719 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 15406 members 
Entering Unmasked Estep 
Score: -2164721.000000 Penalty: 4877.864746
	Iteration 68Q: 3 clusters Score -2164721 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 15407 members 
Entering Unmasked Estep 
Score: -2164720.250000 Penalty: 4877.864746
	Iteration 69Q: 3 clusters Score -2164720 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 15407 members 
Entering Unmasked Estep 
Score: -2164720.250000 Penalty: 4877.864746
	Iteration 70F: 3 clusters Score -2164720 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (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: -253786.125000 Penalty: 1893.315674
	Iteration 0F: 2 clusters Score -253786.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -251113.000000 Penalty: 3786.631348
	Iteration 0F: 3 clusters Score -251113 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -251570.671875 Penalty: 3786.631348
	Iteration 1F: 3 clusters Score -251570.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -251703.000000 Penalty: 3786.631348
	Iteration 2F: 3 clusters Score -251703 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -251776.390625 Penalty: 3786.631348
	Iteration 3Q: 3 clusters Score -251776.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -251837.953125 Penalty: 3786.631348
	Iteration 4Q: 3 clusters Score -251838 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -251897.468750 Penalty: 3786.631348
	Iteration 5Q: 3 clusters Score -251897.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -251963.078125 Penalty: 3786.631348
	Iteration 6Q: 3 clusters Score -251963.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -252031.453125 Penalty: 3786.631348
	Iteration 7Q: 3 clusters Score -252031.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -252105.750000 Penalty: 3786.631348
	Iteration 8Q: 3 clusters Score -252105.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -252190.828125 Penalty: 3786.631348
	Iteration 9Q: 3 clusters Score -252190.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -252263.187500 Penalty: 3786.631348
	Iteration 10Q: 3 clusters Score -252263.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -252310.593750 Penalty: 3786.631348
	Iteration 11Q: 3 clusters Score -252310.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -252340.046875 Penalty: 3786.631348
	Iteration 12Q: 3 clusters Score -252340 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -252363.531250 Penalty: 3786.631348
	Iteration 13Q: 3 clusters Score -252363.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -252386.328125 Penalty: 3786.631348
	Iteration 14Q: 3 clusters Score -252386.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -252395.671875 Penalty: 3786.631348
	Iteration 15Q: 3 clusters Score -252395.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -252413.937500 Penalty: 3786.631348
	Iteration 16Q: 3 clusters Score -252413.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -252430.984375 Penalty: 3786.631348
	Iteration 17Q: 3 clusters Score -252431 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -252444.906250 Penalty: 3786.631348
	Iteration 18Q: 3 clusters Score -252444.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -252453.968750 Penalty: 3786.631348
	Iteration 19Q: 3 clusters Score -252454 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -252468.250000 Penalty: 3786.631348
	Iteration 20F: 3 clusters Score -252468.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -252483.687500 Penalty: 3786.631348
	Iteration 21Q: 3 clusters Score -252483.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -252506.578125 Penalty: 3786.631348
	Iteration 22Q: 3 clusters Score -252506.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -252523.515625 Penalty: 3786.631348
	Iteration 23Q: 3 clusters Score -252523.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -252535.875000 Penalty: 3786.631348
	Iteration 24Q: 3 clusters Score -252535.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -252544.828125 Penalty: 3786.631348
	Iteration 25Q: 3 clusters Score -252544.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -252549.046875 Penalty: 3786.631348
	Iteration 26Q: 3 clusters Score -252549 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -252554.671875 Penalty: 3786.631348
	Iteration 27Q: 3 clusters Score -252554.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -252557.593750 Penalty: 3786.631348
	Iteration 28Q: 3 clusters Score -252557.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -252562.421875 Penalty: 3786.631348
	Iteration 29Q: 3 clusters Score -252562.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -252572.953125 Penalty: 3786.631348
	Iteration 30Q: 3 clusters Score -252573 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -252582.406250 Penalty: 3786.631348
	Iteration 31Q: 3 clusters Score -252582.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -252586.187500 Penalty: 3786.631348
	Iteration 32Q: 3 clusters Score -252586.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -252588.765625 Penalty: 3786.631348
	Iteration 33Q: 3 clusters Score -252588.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -252591.703125 Penalty: 3786.631348
	Iteration 34Q: 3 clusters Score -252591.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -252596.953125 Penalty: 3786.631348
	Iteration 35Q: 3 clusters Score -252597 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -252604.234375 Penalty: 3786.631348
	Iteration 36Q: 3 clusters Score -252604.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -252612.859375 Penalty: 3786.631348
	Iteration 37Q: 3 clusters Score -252612.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -252623.906250 Penalty: 3786.631348
	Iteration 38Q: 3 clusters Score -252623.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -252631.312500 Penalty: 3786.631348
	Iteration 39Q: 3 clusters Score -252631.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -252639.000000 Penalty: 3786.631348
	Iteration 40F: 3 clusters Score -252639 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -252641.390625 Penalty: 3786.631348
	Iteration 41Q: 3 clusters Score -252641.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -252641.390625 Penalty: 3786.631348
	Iteration 42F: 3 clusters Score -252641.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (22288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22288 members 
Entering Unmasked Estep 
Score: -2949149.500000 Penalty: 2482.927246
	Iteration 0F: 2 clusters Score -2949150 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11203 members 
Mstep: Class 2 contains 11085 members 
Entering Unmasked Estep 
Score: -2933721.250000 Penalty: 4965.854492
	Iteration 0F: 3 clusters Score -2933721 nChanged 9840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11301 members 
Mstep: Class 2 contains 10987 members 
Entering Unmasked Estep 
Score: -2938848.000000 Penalty: 4965.854492
	Iteration 1F: 3 clusters Score -2938848 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11320 members 
Mstep: Class 2 contains 10968 members 
Entering Unmasked Estep 
Score: -2939186.750000 Penalty: 4965.854492
	Iteration 2Q: 3 clusters Score -2939187 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11341 members 
Mstep: Class 2 contains 10947 members 
Entering Unmasked Estep 
Score: -2939429.250000 Penalty: 4965.854492
	Iteration 3Q: 3 clusters Score -2939429 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11382 members 
Mstep: Class 2 contains 10906 members 
Entering Unmasked Estep 
Score: -2939685.500000 Penalty: 4965.854492
	Iteration 4Q: 3 clusters Score -2939686 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11441 members 
Mstep: Class 2 contains 10847 members 
Entering Unmasked Estep 
Score: -2939902.250000 Penalty: 4965.854492
	Iteration 5Q: 3 clusters Score -2939902 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11528 members 
Mstep: Class 2 contains 10760 members 
Entering Unmasked Estep 
Score: -2940127.750000 Penalty: 4965.854492
	Iteration 6Q: 3 clusters Score -2940128 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11608 members 
Mstep: Class 2 contains 10680 members 
Entering Unmasked Estep 
Score: -2940371.500000 Penalty: 4965.854492
	Iteration 7Q: 3 clusters Score -2940372 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11700 members 
Mstep: Class 2 contains 10588 members 
Entering Unmasked Estep 
Score: -2940639.000000 Penalty: 4965.854492
	Iteration 8Q: 3 clusters Score -2940639 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11841 members 
Mstep: Class 2 contains 10447 members 
Entering Unmasked Estep 
Score: -2940953.750000 Penalty: 4965.854492
	Iteration 9Q: 3 clusters Score -2940954 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11976 members 
Mstep: Class 2 contains 10312 members 
Entering Unmasked Estep 
Score: -2941349.500000 Penalty: 4965.854492
	Iteration 10Q: 3 clusters Score -2941350 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12032 members 
Mstep: Class 2 contains 10256 members 
Entering Unmasked Estep 
Score: -2941908.250000 Penalty: 4965.854492
	Iteration 11Q: 3 clusters Score -2941908 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12044 members 
Mstep: Class 2 contains 10244 members 
Entering Unmasked Estep 
Score: -2942634.000000 Penalty: 4965.854492
	Iteration 12Q: 3 clusters Score -2942634 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11986 members 
Mstep: Class 2 contains 10302 members 
Entering Unmasked Estep 
Score: -2943475.750000 Penalty: 4965.854492
	Iteration 13F: 3 clusters Score -2943476 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11855 members 
Mstep: Class 2 contains 10433 members 
Entering Unmasked Estep 
Score: -2944244.750000 Penalty: 4965.854492
	Iteration 14F: 3 clusters Score -2944245 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11793 members 
Mstep: Class 2 contains 10495 members 
Entering Unmasked Estep 
Score: -2944707.000000 Penalty: 4965.854492
	Iteration 15Q: 3 clusters Score -2944707 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11742 members 
Mstep: Class 2 contains 10546 members 
Entering Unmasked Estep 
Score: -2944938.500000 Penalty: 4965.854492
	Iteration 16Q: 3 clusters Score -2944938 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11723 members 
Mstep: Class 2 contains 10565 members 
Entering Unmasked Estep 
Score: -2945044.250000 Penalty: 4965.854492
	Iteration 17Q: 3 clusters Score -2945044 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11718 members 
Mstep: Class 2 contains 10570 members 
Entering Unmasked Estep 
Score: -2945111.500000 Penalty: 4965.854492
	Iteration 18Q: 3 clusters Score -2945112 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11722 members 
Mstep: Class 2 contains 10566 members 
Entering Unmasked Estep 
Score: -2945156.500000 Penalty: 4965.854492
	Iteration 19Q: 3 clusters Score -2945156 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11750 members 
Mstep: Class 2 contains 10538 members 
Entering Unmasked Estep 
Score: -2945176.250000 Penalty: 4965.854492
	Iteration 20F: 3 clusters Score -2945176 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11819 members 
Mstep: Class 2 contains 10469 members 
Entering Unmasked Estep 
Score: -2945205.750000 Penalty: 4965.854492
	Iteration 21Q: 3 clusters Score -2945206 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11892 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -2945235.000000 Penalty: 4965.854492
	Iteration 22Q: 3 clusters Score -2945235 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11957 members 
Mstep: Class 2 contains 10331 members 
Entering Unmasked Estep 
Score: -2945257.750000 Penalty: 4965.854492
	Iteration 23Q: 3 clusters Score -2945258 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12016 members 
Mstep: Class 2 contains 10272 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -2945266 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12071 members 
Mstep: Class 2 contains 10217 members 
Entering Unmasked Estep 
Score: -2945274.500000 Penalty: 4965.854492
	Iteration 25Q: 3 clusters Score -2945274 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12114 members 
Mstep: Class 2 contains 10174 members 
Entering Unmasked Estep 
Score: -2945287.250000 Penalty: 4965.854492
	Iteration 26Q: 3 clusters Score -2945287 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12161 members 
Mstep: Class 2 contains 10127 members 
Entering Unmasked Estep 
Score: -2945299.500000 Penalty: 4965.854492
	Iteration 27Q: 3 clusters Score -2945300 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12205 members 
Mstep: Class 2 contains 10083 members 
Entering Unmasked Estep 
Score: -2945301.500000 Penalty: 4965.854492
	Iteration 28Q: 3 clusters Score -2945302 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12248 members 
Mstep: Class 2 contains 10040 members 
Entering Unmasked Estep 
Score: -2945313.750000 Penalty: 4965.854492
	Iteration 29Q: 3 clusters Score -2945314 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12291 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -2945324.250000 Penalty: 4965.854492
	Iteration 30Q: 3 clusters Score -2945324 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12338 members 
Mstep: Class 2 contains 9950 members 
Entering Unmasked Estep 
Score: -2945323.750000 Penalty: 4965.854492
	Iteration 31Q: 3 clusters Score -2945324 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12388 members 
Mstep: Class 2 contains 9900 members 
Entering Unmasked Estep 
Score: -2945344.250000 Penalty: 4965.854492
	Iteration 32Q: 3 clusters Score -2945344 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12432 members 
Mstep: Class 2 contains 9856 members 
Entering Unmasked Estep 
Score: -2945343.500000 Penalty: 4965.854492
	Iteration 33Q: 3 clusters Score -2945344 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12479 members 
Mstep: Class 2 contains 9809 members 
Entering Unmasked Estep 
Score: -2945349.250000 Penalty: 4965.854492
	Iteration 34Q: 3 clusters Score -2945349 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12522 members 
Mstep: Class 2 contains 9766 members 
Entering Unmasked Estep 
Score: -2945363.750000 Penalty: 4965.854492
	Iteration 35Q: 3 clusters Score -2945364 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12566 members 
Mstep: Class 2 contains 9722 members 
Entering Unmasked Estep 
Score: -2945359.750000 Penalty: 4965.854492
	Iteration 36Q: 3 clusters Score -2945360 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12623 members 
Mstep: Class 2 contains 9665 members 
Entering Unmasked Estep 
Score: -2945368.500000 Penalty: 4965.854492
	Iteration 37Q: 3 clusters Score -2945368 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12680 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -2945386.000000 Penalty: 4965.854492
	Iteration 38Q: 3 clusters Score -2945386 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12733 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -2945393.500000 Penalty: 4965.854492
	Iteration 39Q: 3 clusters Score -2945394 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12772 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -2945399.000000 Penalty: 4965.854492
	Iteration 40F: 3 clusters Score -2945399 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12822 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -2945402.250000 Penalty: 4965.854492
	Iteration 41Q: 3 clusters Score -2945402 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12879 members 
Mstep: Class 2 contains 9409 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -2945402 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12928 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
Score: -2945419.000000 Penalty: 4965.854492
	Iteration 43Q: 3 clusters Score -2945419 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12977 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -2945433.250000 Penalty: 4965.854492
	Iteration 44Q: 3 clusters Score -2945433 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13024 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
Score: -2945431.750000 Penalty: 4965.854492
	Iteration 45Q: 3 clusters Score -2945432 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13072 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -2945437.000000 Penalty: 4965.854492
	Iteration 46Q: 3 clusters Score -2945437 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13123 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -2945442.500000 Penalty: 4965.854492
	Iteration 47Q: 3 clusters Score -2945442 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13184 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -2945455.000000 Penalty: 4965.854492
	Iteration 48Q: 3 clusters Score -2945455 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13230 members 
Mstep: Class 2 contains 9058 members 
Entering Unmasked Estep 
Score: -2945452.750000 Penalty: 4965.854492
	Iteration 49Q: 3 clusters Score -2945453 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13268 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -2945460.750000 Penalty: 4965.854492
	Iteration 50Q: 3 clusters Score -2945461 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13312 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -2945469.750000 Penalty: 4965.854492
	Iteration 51Q: 3 clusters Score -2945470 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13354 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -2945472.750000 Penalty: 4965.854492
	Iteration 52Q: 3 clusters Score -2945473 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13398 members 
Mstep: Class 2 contains 8890 members 
Entering Unmasked Estep 
Score: -2945481.000000 Penalty: 4965.854492
	Iteration 53Q: 3 clusters Score -2945481 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13437 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -2945485.000000 Penalty: 4965.854492
	Iteration 54Q: 3 clusters Score -2945485 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13482 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -2945485.500000 Penalty: 4965.854492
	Iteration 55Q: 3 clusters Score -2945486 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13516 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -2945493.250000 Penalty: 4965.854492
	Iteration 56Q: 3 clusters Score -2945493 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13553 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
Score: -2945489.500000 Penalty: 4965.854492
	Iteration 57Q: 3 clusters Score -2945490 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13582 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -2945490 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13607 members 
Mstep: Class 2 contains 8681 members 
Entering Unmasked Estep 
Score: -2945487.750000 Penalty: 4965.854492
	Iteration 59Q: 3 clusters Score -2945488 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13626 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -2945494.250000 Penalty: 4965.854492
	Iteration 60F: 3 clusters Score -2945494 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13645 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -2945498 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13665 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -2945502.000000 Penalty: 4965.854492
	Iteration 62Q: 3 clusters Score -2945502 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13689 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -2945510.000000 Penalty: 4965.854492
	Iteration 63Q: 3 clusters Score -2945510 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13715 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -2945509.250000 Penalty: 4965.854492
	Iteration 64Q: 3 clusters Score -2945509 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13746 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -2945504.750000 Penalty: 4965.854492
	Iteration 65Q: 3 clusters Score -2945505 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13779 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -2945508.250000 Penalty: 4965.854492
	Iteration 66Q: 3 clusters Score -2945508 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13811 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -2945510 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13839 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -2945511.250000 Penalty: 4965.854492
	Iteration 68Q: 3 clusters Score -2945511 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13865 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -2945520.000000 Penalty: 4965.854492
	Iteration 69Q: 3 clusters Score -2945520 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13895 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -2945521 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13923 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -2945520 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13949 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -2945526.750000 Penalty: 4965.854492
	Iteration 72Q: 3 clusters Score -2945527 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13978 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -2945528.500000 Penalty: 4965.854492
	Iteration 73Q: 3 clusters Score -2945528 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14002 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -2945533.250000 Penalty: 4965.854492
	Iteration 74Q: 3 clusters Score -2945533 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14025 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -2945537.250000 Penalty: 4965.854492
	Iteration 75Q: 3 clusters Score -2945537 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14052 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -2945538.750000 Penalty: 4965.854492
	Iteration 76Q: 3 clusters Score -2945539 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14076 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -2945542.750000 Penalty: 4965.854492
	Iteration 77Q: 3 clusters Score -2945543 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14100 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -2945539.750000 Penalty: 4965.854492
	Iteration 78Q: 3 clusters Score -2945540 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14130 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -2945556.000000 Penalty: 4965.854492
	Iteration 79Q: 3 clusters Score -2945556 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14160 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -2945551.000000 Penalty: 4965.854492
	Iteration 80F: 3 clusters Score -2945551 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14193 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -2945548.750000 Penalty: 4965.854492
	Iteration 81Q: 3 clusters Score -2945549 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14227 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -2945556.500000 Penalty: 4965.854492
	Iteration 82Q: 3 clusters Score -2945556 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14261 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -2945564.750000 Penalty: 4965.854492
	Iteration 83Q: 3 clusters Score -2945565 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14298 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -2945575.250000 Penalty: 4965.854492
	Iteration 84Q: 3 clusters Score -2945575 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14332 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -2945579.000000 Penalty: 4965.854492
	Iteration 85Q: 3 clusters Score -2945579 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14365 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -2945574.500000 Penalty: 4965.854492
	Iteration 86Q: 3 clusters Score -2945574 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14401 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -2945585.750000 Penalty: 4965.854492
	Iteration 87Q: 3 clusters Score -2945586 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14442 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -2945584.250000 Penalty: 4965.854492
	Iteration 88Q: 3 clusters Score -2945584 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14480 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -2945583.750000 Penalty: 4965.854492
	Iteration 89Q: 3 clusters Score -2945584 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14514 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -2945592.500000 Penalty: 4965.854492
	Iteration 90Q: 3 clusters Score -2945592 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14528 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -2945589.500000 Penalty: 4965.854492
	Iteration 91Q: 3 clusters Score -2945590 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14542 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -2945592.000000 Penalty: 4965.854492
	Iteration 92Q: 3 clusters Score -2945592 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14557 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -2945594.500000 Penalty: 4965.854492
	Iteration 93Q: 3 clusters Score -2945594 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14566 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -2945597.500000 Penalty: 4965.854492
	Iteration 94Q: 3 clusters Score -2945598 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14580 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -2945598.750000 Penalty: 4965.854492
	Iteration 95Q: 3 clusters Score -2945599 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14602 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -2945608.000000 Penalty: 4965.854492
	Iteration 96Q: 3 clusters Score -2945608 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14619 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -2945605.750000 Penalty: 4965.854492
	Iteration 97Q: 3 clusters Score -2945606 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14634 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -2945612.750000 Penalty: 4965.854492
	Iteration 98Q: 3 clusters Score -2945613 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14655 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -2945609.500000 Penalty: 4965.854492
	Iteration 99Q: 3 clusters Score -2945610 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14678 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -2945607.250000 Penalty: 4965.854492
	Iteration 100F: 3 clusters Score -2945607 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14702 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -2945611.250000 Penalty: 4965.854492
	Iteration 101Q: 3 clusters Score -2945611 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14724 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -2945615.500000 Penalty: 4965.854492
	Iteration 102Q: 3 clusters Score -2945616 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14743 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -2945614.000000 Penalty: 4965.854492
	Iteration 103Q: 3 clusters Score -2945614 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14766 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -2945606.750000 Penalty: 4965.854492
	Iteration 104Q: 3 clusters Score -2945607 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14795 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -2945617.250000 Penalty: 4965.854492
	Iteration 105Q: 3 clusters Score -2945617 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14821 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -2945628.750000 Penalty: 4965.854492
	Iteration 106Q: 3 clusters Score -2945629 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14846 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -2945630.000000 Penalty: 4965.854492
	Iteration 107Q: 3 clusters Score -2945630 nChanged 28
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Mstep: Class 1 contains 14874 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -2945638.000000 Penalty: 4965.854492
	Iteration 108Q: 3 clusters Score -2945638 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14903 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -2945650.250000 Penalty: 4965.854492
	Iteration 109Q: 3 clusters Score -2945650 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14930 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -2945649.750000 Penalty: 4965.854492
	Iteration 110Q: 3 clusters Score -2945650 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14949 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -2945650 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14964 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -2945654.750000 Penalty: 4965.854492
	Iteration 112Q: 3 clusters Score -2945655 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -2945653.750000 Penalty: 4965.854492
	Iteration 113Q: 3 clusters Score -2945654 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15011 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -2945648.250000 Penalty: 4965.854492
	Iteration 114Q: 3 clusters Score -2945648 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15033 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -2945639.250000 Penalty: 4965.854492
	Iteration 115Q: 3 clusters Score -2945639 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15051 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -2945643.250000 Penalty: 4965.854492
	Iteration 116Q: 3 clusters Score -2945643 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15074 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 15096 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 15121 members 
Mstep: Class 2 contains 7167 members 
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Mstep: Class 1 contains 15152 members 
Mstep: Class 2 contains 7136 members 
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	Iteration 120F: 3 clusters Score -2945651 nChanged 27
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Mstep: Class 1 contains 15179 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 15207 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 15226 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 15240 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 15252 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 15267 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 15287 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 15312 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 15346 members 
Mstep: Class 2 contains 6942 members 
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Mstep: Class 1 contains 15378 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 15404 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 15443 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 15475 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 15505 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 15530 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 15555 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 15580 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 15611 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 15651 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 15693 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 15739 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 15782 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 15824 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 15876 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 15917 members 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 6330 members 
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Mstep: Class 1 contains 15996 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 16039 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 16089 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 16149 members 
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Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16197 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 16309 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 16364 members 
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Mstep: Class 1 contains 16413 members 
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Mstep: Class 1 contains 16459 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 16503 members 
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Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 16543 members 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 16593 members 
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Mstep: Class 1 contains 16654 members 
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Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -2945853 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16714 members 
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Mstep: Class 1 contains 16777 members 
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Mstep: Class 1 contains 16845 members 
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Mstep: Class 1 contains 16914 members 
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Mstep: Class 1 contains 16988 members 
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	Iteration 165Q: 3 clusters Score -2945915 nChanged 78
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Mstep: Class 1 contains 17062 members 
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Mstep: Class 1 contains 17200 members 
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Mstep: Class 1 contains 17333 members 
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	Iteration 173Q: 3 clusters Score -2946012 nChanged 67
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Mstep: Class 1 contains 17573 members 
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Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -2946023 nChanged 72
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Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -2946040 nChanged 73
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Mstep: Class 1 contains 17714 members 
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Mstep: Class 1 contains 17837 members 
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Mstep: Class 1 contains 17935 members 
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Entering Unmasked Estep 
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	Iteration 180F: 3 clusters Score -2946105 nChanged 61
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	Iteration 181Q: 3 clusters Score -2946116 nChanged 45
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Mstep: Class 1 contains 18039 members 
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Mstep: Class 1 contains 18083 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 18129 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 18187 members 
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	Iteration 185Q: 3 clusters Score -2946151 nChanged 54
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Mstep: Class 1 contains 18239 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 18282 members 
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Entering Unmasked Estep 
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	Iteration 187Q: 3 clusters Score -2946157 nChanged 41
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Mstep: Class 1 contains 18323 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 18361 members 
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Entering Unmasked Estep 
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	Iteration 189Q: 3 clusters Score -2946173 nChanged 41
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Mstep: Class 1 contains 18400 members 
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Mstep: Class 1 contains 18429 members 
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	Iteration 198Q: 3 clusters Score -2946244 nChanged 60
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Mstep: Class 1 contains 18986 members 
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	Iteration 203Q: 3 clusters Score -2946286 nChanged 55
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Mstep: Class 1 contains 19106 members 
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	Iteration 207Q: 3 clusters Score -2946348 nChanged 69
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Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
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	Iteration 210Q: 3 clusters Score -2946410 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19474 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 19527 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 19591 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
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	Iteration 213Q: 3 clusters Score -2946454 nChanged 69
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Mstep: Class 1 contains 19660 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 19717 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
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	Iteration 215Q: 3 clusters Score -2946492 nChanged 63
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Mstep: Class 1 contains 19778 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
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	Iteration 216Q: 3 clusters Score -2946508 nChanged 65
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Mstep: Class 1 contains 19841 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
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	Iteration 217Q: 3 clusters Score -2946536 nChanged 52
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Mstep: Class 1 contains 19891 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
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	Iteration 218Q: 3 clusters Score -2946554 nChanged 48
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Mstep: Class 1 contains 19939 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
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	Iteration 219Q: 3 clusters Score -2946568 nChanged 41
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Mstep: Class 1 contains 19978 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
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	Iteration 220F: 3 clusters Score -2946577 nChanged 35
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Mstep: Class 1 contains 20009 members 
Mstep: Class 2 contains 2279 members 
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	Iteration 221Q: 3 clusters Score -2946584 nChanged 33
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Mstep: Class 1 contains 20042 members 
Mstep: Class 2 contains 2246 members 
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	Iteration 222Q: 3 clusters Score -2946587 nChanged 35
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Mstep: Class 1 contains 20075 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
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	Iteration 223Q: 3 clusters Score -2946600 nChanged 31
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Mstep: Class 1 contains 20106 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
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	Iteration 224Q: 3 clusters Score -2946610 nChanged 37
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Mstep: Class 1 contains 20141 members 
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Entering Unmasked Estep 
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	Iteration 225Q: 3 clusters Score -2946626 nChanged 42
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Mstep: Class 1 contains 20179 members 
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Entering Unmasked Estep 
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	Iteration 226Q: 3 clusters Score -2946632 nChanged 46
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Mstep: Class 1 contains 20219 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
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	Iteration 227Q: 3 clusters Score -2946647 nChanged 51
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Mstep: Class 1 contains 20268 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
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	Iteration 228Q: 3 clusters Score -2946663 nChanged 58
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Mstep: Class 1 contains 20320 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
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	Iteration 229Q: 3 clusters Score -2946681 nChanged 43
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Mstep: Class 1 contains 20363 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
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	Iteration 230Q: 3 clusters Score -2946696 nChanged 49
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Mstep: Class 1 contains 20412 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
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	Iteration 231Q: 3 clusters Score -2946718 nChanged 41
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Mstep: Class 1 contains 20451 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
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	Iteration 232Q: 3 clusters Score -2946726 nChanged 32
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Mstep: Class 1 contains 20481 members 
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Entering Unmasked Estep 
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	Iteration 233Q: 3 clusters Score -2946727 nChanged 36
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Mstep: Class 1 contains 20517 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
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	Iteration 234Q: 3 clusters Score -2946738 nChanged 39
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Mstep: Class 1 contains 20554 members 
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Entering Unmasked Estep 
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	Iteration 235Q: 3 clusters Score -2946746 nChanged 41
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Mstep: Class 1 contains 20591 members 
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Entering Unmasked Estep 
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	Iteration 236Q: 3 clusters Score -2946771 nChanged 45
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Mstep: Class 1 contains 20634 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
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	Iteration 237Q: 3 clusters Score -2946779 nChanged 47
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Mstep: Class 1 contains 20677 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
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	Iteration 238Q: 3 clusters Score -2946796 nChanged 43
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Mstep: Class 1 contains 20718 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
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	Iteration 239Q: 3 clusters Score -2946813 nChanged 39
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Mstep: Class 1 contains 20757 members 
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Entering Unmasked Estep 
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	Iteration 240F: 3 clusters Score -2946823 nChanged 52
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Mstep: Class 1 contains 20805 members 
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Entering Unmasked Estep 
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	Iteration 241Q: 3 clusters Score -2946845 nChanged 44
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Mstep: Class 1 contains 20847 members 
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Entering Unmasked Estep 
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	Iteration 242Q: 3 clusters Score -2946858 nChanged 44
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Mstep: Class 1 contains 20891 members 
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Entering Unmasked Estep 
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	Iteration 243Q: 3 clusters Score -2946880 nChanged 48
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Mstep: Class 1 contains 20933 members 
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Entering Unmasked Estep 
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	Iteration 244Q: 3 clusters Score -2946899 nChanged 38
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Mstep: Class 1 contains 20969 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 20999 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 21030 members 
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Entering Unmasked Estep 
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	Iteration 247Q: 3 clusters Score -2946930 nChanged 34
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Mstep: Class 1 contains 21062 members 
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Entering Unmasked Estep 
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	Iteration 248Q: 3 clusters Score -2946944 nChanged 22
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Mstep: Class 1 contains 21082 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
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	Iteration 249Q: 3 clusters Score -2946954 nChanged 11
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Mstep: Class 1 contains 21093 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
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	Iteration 250Q: 3 clusters Score -2946956 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21106 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
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	Iteration 251Q: 3 clusters Score -2946970 nChanged 19
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Mstep: Class 1 contains 21121 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
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	Iteration 252Q: 3 clusters Score -2946973 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21132 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
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	Iteration 253Q: 3 clusters Score -2946979 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21144 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
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	Iteration 254Q: 3 clusters Score -2946984 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21155 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
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	Iteration 255Q: 3 clusters Score -2946987 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21163 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
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	Iteration 256Q: 3 clusters Score -2946985 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21168 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
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	Iteration 257Q: 3 clusters Score -2946987 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21180 members 
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	Iteration 258Q: 3 clusters Score -2946989 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21195 members 
Mstep: Class 2 contains 1093 members 
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	Iteration 259Q: 3 clusters Score -2946999 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21205 members 
Mstep: Class 2 contains 1083 members 
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	Iteration 260F: 3 clusters Score -2946998 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21212 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
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	Iteration 261Q: 3 clusters Score -2947004 nChanged 9
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Mstep: Class 1 contains 21221 members 
Mstep: Class 2 contains 1067 members 
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	Iteration 262Q: 3 clusters Score -2947004 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21230 members 
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	Iteration 263Q: 3 clusters Score -2947010 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21240 members 
Mstep: Class 2 contains 1048 members 
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	Iteration 264Q: 3 clusters Score -2947015 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21246 members 
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Entering Unmasked Estep 
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	Iteration 265Q: 3 clusters Score -2947015 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21256 members 
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	Iteration 266Q: 3 clusters Score -2947018 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21267 members 
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	Iteration 267Q: 3 clusters Score -2947022 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21274 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
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	Iteration 268Q: 3 clusters Score -2947028 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21280 members 
Mstep: Class 2 contains 1008 members 
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	Iteration 269Q: 3 clusters Score -2947028 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21290 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
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	Iteration 270Q: 3 clusters Score -2947038 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21299 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
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	Iteration 271Q: 3 clusters Score -2947037 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21307 members 
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Entering Unmasked Estep 
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	Iteration 272Q: 3 clusters Score -2947041 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21321 members 
Mstep: Class 2 contains 967 members 
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	Iteration 273Q: 3 clusters Score -2947055 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21334 members 
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Entering Unmasked Estep 
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	Iteration 274Q: 3 clusters Score -2947054 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21343 members 
Mstep: Class 2 contains 945 members 
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	Iteration 275Q: 3 clusters Score -2947054 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21351 members 
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Entering Unmasked Estep 
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	Iteration 276Q: 3 clusters Score -2947057 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21358 members 
Mstep: Class 2 contains 930 members 
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	Iteration 277Q: 3 clusters Score -2947060 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21366 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
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	Iteration 278Q: 3 clusters Score -2947068 nChanged 7
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Mstep: Class 1 contains 21371 members 
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	Iteration 279Q: 3 clusters Score -2947073 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21380 members 
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Score: -2947075.000000 Penalty: 4965.854492
	Iteration 280F: 3 clusters Score -2947075 nChanged 11
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Mstep: Class 1 contains 21387 members 
Mstep: Class 2 contains 901 members 
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	Iteration 281Q: 3 clusters Score -2947082 nChanged 11
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Mstep: Class 1 contains 21398 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
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	Iteration 282Q: 3 clusters Score -2947090 nChanged 6
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Mstep: Class 1 contains 21400 members 
Mstep: Class 2 contains 888 members 
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	Iteration 283Q: 3 clusters Score -2947090 nChanged 3
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	Iteration 284Q: 3 clusters Score -2947089 nChanged 1
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	Iteration 285Q: 3 clusters Score -2947091 nChanged 3
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	Iteration 286Q: 3 clusters Score -2947089 nChanged 4
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Mstep: Class 2 contains 877 members 
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	Iteration 287Q: 3 clusters Score -2947092 nChanged 8
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	Iteration 288Q: 3 clusters Score -2947096 nChanged 6
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	Iteration 289Q: 3 clusters Score -2947099 nChanged 4
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Mstep: Class 1 contains 21427 members 
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	Iteration 290Q: 3 clusters Score -2947102 nChanged 3
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	Iteration 291Q: 3 clusters Score -2947101 nChanged 4
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Mstep: Class 1 contains 21432 members 
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	Iteration 292Q: 3 clusters Score -2947102 nChanged 3
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	Iteration 293Q: 3 clusters Score -2947106 nChanged 5
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Mstep: Class 1 contains 21440 members 
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Entering Unmasked Estep 
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	Iteration 294Q: 3 clusters Score -2947108 nChanged 4
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Entering Unmasked Estep 
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	Iteration 295Q: 3 clusters Score -2947112 nChanged 5
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Entering Unmasked Estep 
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	Iteration 296Q: 3 clusters Score -2947112 nChanged 4
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Entering Unmasked Estep 
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	Iteration 297Q: 3 clusters Score -2947112 nChanged 5
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Entering Unmasked Estep 
Score: -2947118.000000 Penalty: 4965.854492
	Iteration 298Q: 3 clusters Score -2947118 nChanged 4
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Score: -2947122.250000 Penalty: 4965.854492
	Iteration 299Q: 3 clusters Score -2947122 nChanged 3
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Mstep: Class 1 contains 21461 members 
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Entering Unmasked Estep 
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	Iteration 300F: 3 clusters Score -2947121 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21463 members 
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Entering Unmasked Estep 
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	Iteration 301Q: 3 clusters Score -2947121 nChanged 4
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Mstep: Class 1 contains 21467 members 
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Entering Unmasked Estep 
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	Iteration 302Q: 3 clusters Score -2947128 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21469 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -2947126.500000 Penalty: 4965.854492
	Iteration 303Q: 3 clusters Score -2947126 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21469 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -2947126.500000 Penalty: 4965.854492
	Iteration 304F: 3 clusters Score -2947126 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (6174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Entering Unmasked Estep 
Score: -780219.375000 Penalty: 2164.569336
	Iteration 0F: 2 clusters Score -780219.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -774996.812500 Penalty: 4329.138672
	Iteration 0F: 3 clusters Score -774996.8 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -776423.750000 Penalty: 4329.138672
	Iteration 1F: 3 clusters Score -776423.8 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -776766.750000 Penalty: 4329.138672
	Iteration 2F: 3 clusters Score -776766.8 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -777108.125000 Penalty: 4329.138672
	Iteration 3F: 3 clusters Score -777108.1 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -777455.437500 Penalty: 4329.138672
	Iteration 4F: 3 clusters Score -777455.4 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -777730.125000 Penalty: 4329.138672
	Iteration 5F: 3 clusters Score -777730.1 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -777949.187500 Penalty: 4329.138672
	Iteration 6Q: 3 clusters Score -777949.2 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -778137.000000 Penalty: 4329.138672
	Iteration 7Q: 3 clusters Score -778137 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -778285.562500 Penalty: 4329.138672
	Iteration 8Q: 3 clusters Score -778285.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -778414.500000 Penalty: 4329.138672
	Iteration 9Q: 3 clusters Score -778414.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -778524.187500 Penalty: 4329.138672
	Iteration 10Q: 3 clusters Score -778524.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -778606.312500 Penalty: 4329.138672
	Iteration 11Q: 3 clusters Score -778606.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -778681.500000 Penalty: 4329.138672
	Iteration 12Q: 3 clusters Score -778681.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -778736.875000 Penalty: 4329.138672
	Iteration 13Q: 3 clusters Score -778736.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -778781.000000 Penalty: 4329.138672
	Iteration 14Q: 3 clusters Score -778781 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -778813.062500 Penalty: 4329.138672
	Iteration 15Q: 3 clusters Score -778813.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -778839.312500 Penalty: 4329.138672
	Iteration 16Q: 3 clusters Score -778839.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -778856.250000 Penalty: 4329.138672
	Iteration 17Q: 3 clusters Score -778856.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -778867.750000 Penalty: 4329.138672
	Iteration 18Q: 3 clusters Score -778867.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -778884.750000 Penalty: 4329.138672
	Iteration 19Q: 3 clusters Score -778884.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -778903.187500 Penalty: 4329.138672
	Iteration 20F: 3 clusters Score -778903.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -778927.000000 Penalty: 4329.138672
	Iteration 21Q: 3 clusters Score -778927 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -778948.062500 Penalty: 4329.138672
	Iteration 22Q: 3 clusters Score -778948.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -778965.125000 Penalty: 4329.138672
	Iteration 23Q: 3 clusters Score -778965.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -778982.125000 Penalty: 4329.138672
	Iteration 24Q: 3 clusters Score -778982.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -778992.687500 Penalty: 4329.138672
	Iteration 25Q: 3 clusters Score -778992.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -778999.562500 Penalty: 4329.138672
	Iteration 26Q: 3 clusters Score -778999.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -779003.062500 Penalty: 4329.138672
	Iteration 27Q: 3 clusters Score -779003.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -779006.937500 Penalty: 4329.138672
	Iteration 28Q: 3 clusters Score -779006.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -779009.125000 Penalty: 4329.138672
	Iteration 29Q: 3 clusters Score -779009.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -779008.750000 Penalty: 4329.138672
	Iteration 30Q: 3 clusters Score -779008.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -779013.000000 Penalty: 4329.138672
	Iteration 31Q: 3 clusters Score -779013 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -779012.812500 Penalty: 4329.138672
	Iteration 32Q: 3 clusters Score -779012.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -779015.187500 Penalty: 4329.138672
	Iteration 33Q: 3 clusters Score -779015.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -779016.250000 Penalty: 4329.138672
	Iteration 34Q: 3 clusters Score -779016.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -779016.562500 Penalty: 4329.138672
	Iteration 35Q: 3 clusters Score -779016.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -779018.062500 Penalty: 4329.138672
	Iteration 36Q: 3 clusters Score -779018.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -779019.312500 Penalty: 4329.138672
	Iteration 37Q: 3 clusters Score -779019.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -779024.250000 Penalty: 4329.138672
	Iteration 38Q: 3 clusters Score -779024.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -779027.812500 Penalty: 4329.138672
	Iteration 39Q: 3 clusters Score -779027.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -779030.000000 Penalty: 4329.138672
	Iteration 40F: 3 clusters Score -779030 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -779029.500000 Penalty: 4329.138672
	Iteration 41Q: 3 clusters Score -779029.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -779033.437500 Penalty: 4329.138672
	Iteration 42Q: 3 clusters Score -779033.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -779038.812500 Penalty: 4329.138672
	Iteration 43Q: 3 clusters Score -779038.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -779042.437500 Penalty: 4329.138672
	Iteration 44Q: 3 clusters Score -779042.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -779044.812500 Penalty: 4329.138672
	Iteration 45Q: 3 clusters Score -779044.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -779046.125000 Penalty: 4329.138672
	Iteration 46Q: 3 clusters Score -779046.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -779049.000000 Penalty: 4329.138672
	Iteration 47Q: 3 clusters Score -779049 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -779054.062500 Penalty: 4329.138672
	Iteration 48Q: 3 clusters Score -779054.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -779056.437500 Penalty: 4329.138672
	Iteration 49Q: 3 clusters Score -779056.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -779063.250000 Penalty: 4329.138672
	Iteration 50Q: 3 clusters Score -779063.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -779076.062500 Penalty: 4329.138672
	Iteration 51Q: 3 clusters Score -779076.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -779097.437500 Penalty: 4329.138672
	Iteration 52Q: 3 clusters Score -779097.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -779117.750000 Penalty: 4329.138672
	Iteration 53Q: 3 clusters Score -779117.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -779137.000000 Penalty: 4329.138672
	Iteration 54Q: 3 clusters Score -779137 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -779164.312500 Penalty: 4329.138672
	Iteration 55Q: 3 clusters Score -779164.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -779190.250000 Penalty: 4329.138672
	Iteration 56Q: 3 clusters Score -779190.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -779209.687500 Penalty: 4329.138672
	Iteration 57Q: 3 clusters Score -779209.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -779234.625000 Penalty: 4329.138672
	Iteration 58Q: 3 clusters Score -779234.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -779264.875000 Penalty: 4329.138672
	Iteration 59Q: 3 clusters Score -779264.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -779289.312500 Penalty: 4329.138672
	Iteration 60F: 3 clusters Score -779289.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -779305.312500 Penalty: 4329.138672
	Iteration 61Q: 3 clusters Score -779305.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -779318.437500 Penalty: 4329.138672
	Iteration 62Q: 3 clusters Score -779318.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -779326.687500 Penalty: 4329.138672
	Iteration 63Q: 3 clusters Score -779326.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -779333.062500 Penalty: 4329.138672
	Iteration 64Q: 3 clusters Score -779333.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -779336.062500 Penalty: 4329.138672
	Iteration 65Q: 3 clusters Score -779336.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -779339.375000 Penalty: 4329.138672
	Iteration 66Q: 3 clusters Score -779339.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -779339.500000 Penalty: 4329.138672
	Iteration 67Q: 3 clusters Score -779339.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -779339.062500 Penalty: 4329.138672
	Iteration 68Q: 3 clusters Score -779339.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -779340.625000 Penalty: 4329.138672
	Iteration 69Q: 3 clusters Score -779340.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -779340.625000 Penalty: 4329.138672
	Iteration 70F: 3 clusters Score -779340.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (4115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Entering Unmasked Estep 
Score: -739867.437500 Penalty: 2063.953857
	Iteration 0F: 2 clusters Score -739867.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -735915.062500 Penalty: 4127.907715
	Iteration 0F: 3 clusters Score -735915.1 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -736915.812500 Penalty: 4127.907715
	Iteration 1F: 3 clusters Score -736915.8 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -737290.687500 Penalty: 4127.907715
	Iteration 2F: 3 clusters Score -737290.7 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -737582.562500 Penalty: 4127.907715
	Iteration 3F: 3 clusters Score -737582.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -737788.875000 Penalty: 4127.907715
	Iteration 4F: 3 clusters Score -737788.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -737910.187500 Penalty: 4127.907715
	Iteration 5Q: 3 clusters Score -737910.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -738024.500000 Penalty: 4127.907715
	Iteration 6Q: 3 clusters Score -738024.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -738154.312500 Penalty: 4127.907715
	Iteration 7Q: 3 clusters Score -738154.3 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -738307.312500 Penalty: 4127.907715
	Iteration 8Q: 3 clusters Score -738307.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -738451.875000 Penalty: 4127.907715
	Iteration 9Q: 3 clusters Score -738451.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -738617.312500 Penalty: 4127.907715
	Iteration 10Q: 3 clusters Score -738617.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -738772.187500 Penalty: 4127.907715
	Iteration 11Q: 3 clusters Score -738772.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -738903.875000 Penalty: 4127.907715
	Iteration 12Q: 3 clusters Score -738903.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -739003.812500 Penalty: 4127.907715
	Iteration 13Q: 3 clusters Score -739003.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -739062.562500 Penalty: 4127.907715
	Iteration 14Q: 3 clusters Score -739062.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -739099.250000 Penalty: 4127.907715
	Iteration 15Q: 3 clusters Score -739099.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -739124.875000 Penalty: 4127.907715
	Iteration 16Q: 3 clusters Score -739124.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -739134.000000 Penalty: 4127.907715
	Iteration 17Q: 3 clusters Score -739134 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -739146.250000 Penalty: 4127.907715
	Iteration 18Q: 3 clusters Score -739146.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -739154.312500 Penalty: 4127.907715
	Iteration 19Q: 3 clusters Score -739154.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -739157.375000 Penalty: 4127.907715
	Iteration 20F: 3 clusters Score -739157.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -739159.312500 Penalty: 4127.907715
	Iteration 21Q: 3 clusters Score -739159.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -739161.562500 Penalty: 4127.907715
	Iteration 22Q: 3 clusters Score -739161.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -739164.875000 Penalty: 4127.907715
	Iteration 23Q: 3 clusters Score -739164.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -739166.062500 Penalty: 4127.907715
	Iteration 24Q: 3 clusters Score -739166.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -739166.937500 Penalty: 4127.907715
	Iteration 25Q: 3 clusters Score -739166.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -739168.375000 Penalty: 4127.907715
	Iteration 26Q: 3 clusters Score -739168.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -739168.375000 Penalty: 4127.907715
	Iteration 27F: 3 clusters Score -739168.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (37122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37122 members 
Entering Unmasked Estep 
Score: -4832786.500000 Penalty: 2609.447266
	Iteration 0F: 2 clusters Score -4832786 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18488 members 
Mstep: Class 2 contains 18634 members 
Entering Unmasked Estep 
Score: -4807458.500000 Penalty: 5218.894531
	Iteration 0F: 3 clusters Score -4807458 nChanged 16958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17880 members 
Mstep: Class 2 contains 19242 members 
Entering Unmasked Estep 
Score: -4816838.000000 Penalty: 5218.894531
	Iteration 1F: 3 clusters Score -4816838 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17580 members 
Mstep: Class 2 contains 19542 members 
Entering Unmasked Estep 
Score: -4817351.500000 Penalty: 5218.894531
	Iteration 2Q: 3 clusters Score -4817352 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17135 members 
Mstep: Class 2 contains 19987 members 
Entering Unmasked Estep 
Score: -4817958.500000 Penalty: 5218.894531
	Iteration 3Q: 3 clusters Score -4817958 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16523 members 
Mstep: Class 2 contains 20599 members 
Entering Unmasked Estep 
Score: -4818807.000000 Penalty: 5218.894531
	Iteration 4Q: 3 clusters Score -4818807 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15614 members 
Mstep: Class 2 contains 21508 members 
Entering Unmasked Estep 
Score: -4819996.000000 Penalty: 5218.894531
	Iteration 5F: 3 clusters Score -4819996 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14350 members 
Mstep: Class 2 contains 22772 members 
Entering Unmasked Estep 
Score: -4821572.500000 Penalty: 5218.894531
	Iteration 6F: 3 clusters Score -4821572 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12840 members 
Mstep: Class 2 contains 24282 members 
Entering Unmasked Estep 
Score: -4823462.500000 Penalty: 5218.894531
	Iteration 7F: 3 clusters Score -4823462 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11433 members 
Mstep: Class 2 contains 25689 members 
Entering Unmasked Estep 
Score: -4825428.500000 Penalty: 5218.894531
	Iteration 8F: 3 clusters Score -4825428 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10323 members 
Mstep: Class 2 contains 26799 members 
Entering Unmasked Estep 
Score: -4827099.500000 Penalty: 5218.894531
	Iteration 9F: 3 clusters Score -4827100 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9619 members 
Mstep: Class 2 contains 27503 members 
Entering Unmasked Estep 
Score: -4828124.000000 Penalty: 5218.894531
	Iteration 10Q: 3 clusters Score -4828124 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 27997 members 
Entering Unmasked Estep 
Score: -4828639.500000 Penalty: 5218.894531
	Iteration 11Q: 3 clusters Score -4828640 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 28377 members 
Entering Unmasked Estep 
Score: -4828901.000000 Penalty: 5218.894531
	Iteration 12Q: 3 clusters Score -4828901 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 28722 members 
Entering Unmasked Estep 
Score: -4829101.000000 Penalty: 5218.894531
	Iteration 13Q: 3 clusters Score -4829101 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 29030 members 
Entering Unmasked Estep 
Score: -4829207.000000 Penalty: 5218.894531
	Iteration 14Q: 3 clusters Score -4829207 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 29296 members 
Entering Unmasked Estep 
Score: -4829316.500000 Penalty: 5218.894531
	Iteration 15Q: 3 clusters Score -4829316 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 29547 members 
Entering Unmasked Estep 
Score: -4829443.500000 Penalty: 5218.894531
	Iteration 16Q: 3 clusters Score -4829444 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 29782 members 
Entering Unmasked Estep 
Score: -4829529.000000 Penalty: 5218.894531
	Iteration 17Q: 3 clusters Score -4829529 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 30016 members 
Entering Unmasked Estep 
Score: -4829616.000000 Penalty: 5218.894531
	Iteration 18Q: 3 clusters Score -4829616 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 30230 members 
Entering Unmasked Estep 
Score: -4829675.000000 Penalty: 5218.894531
	Iteration 19Q: 3 clusters Score -4829675 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 30407 members 
Entering Unmasked Estep 
Score: -4829755.500000 Penalty: 5218.894531
	Iteration 20F: 3 clusters Score -4829756 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 30573 members 
Entering Unmasked Estep 
Score: -4829824.500000 Penalty: 5218.894531
	Iteration 21Q: 3 clusters Score -4829824 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 30747 members 
Entering Unmasked Estep 
Score: -4829892.000000 Penalty: 5218.894531
	Iteration 22Q: 3 clusters Score -4829892 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 30909 members 
Entering Unmasked Estep 
Score: -4829934.000000 Penalty: 5218.894531
	Iteration 23Q: 3 clusters Score -4829934 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 31062 members 
Entering Unmasked Estep 
Score: -4829950.000000 Penalty: 5218.894531
	Iteration 24Q: 3 clusters Score -4829950 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 31195 members 
Entering Unmasked Estep 
Score: -4829994.500000 Penalty: 5218.894531
	Iteration 25Q: 3 clusters Score -4829994 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 31315 members 
Entering Unmasked Estep 
Score: -4830019.000000 Penalty: 5218.894531
	Iteration 26Q: 3 clusters Score -4830019 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 31442 members 
Entering Unmasked Estep 
Score: -4830053.500000 Penalty: 5218.894531
	Iteration 27Q: 3 clusters Score -4830054 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 31561 members 
Entering Unmasked Estep 
Score: -4830081.000000 Penalty: 5218.894531
	Iteration 28Q: 3 clusters Score -4830081 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 31657 members 
Entering Unmasked Estep 
Score: -4830107.500000 Penalty: 5218.894531
	Iteration 29Q: 3 clusters Score -4830108 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 31725 members 
Entering Unmasked Estep 
Score: -4830122.500000 Penalty: 5218.894531
	Iteration 30Q: 3 clusters Score -4830122 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 31804 members 
Entering Unmasked Estep 
Score: -4830134.000000 Penalty: 5218.894531
	Iteration 31Q: 3 clusters Score -4830134 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 31884 members 
Entering Unmasked Estep 
Score: -4830148.000000 Penalty: 5218.894531
	Iteration 32Q: 3 clusters Score -4830148 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 31941 members 
Entering Unmasked Estep 
Score: -4830159.000000 Penalty: 5218.894531
	Iteration 33Q: 3 clusters Score -4830159 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 31992 members 
Entering Unmasked Estep 
Score: -4830168.000000 Penalty: 5218.894531
	Iteration 34Q: 3 clusters Score -4830168 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 32039 members 
Entering Unmasked Estep 
Score: -4830168.500000 Penalty: 5218.894531
	Iteration 35Q: 3 clusters Score -4830168 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 32081 members 
Entering Unmasked Estep 
Score: -4830175.000000 Penalty: 5218.894531
	Iteration 36Q: 3 clusters Score -4830175 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 32115 members 
Entering Unmasked Estep 
Score: -4830174.000000 Penalty: 5218.894531
	Iteration 37Q: 3 clusters Score -4830174 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 32152 members 
Entering Unmasked Estep 
Score: -4830176.500000 Penalty: 5218.894531
	Iteration 38Q: 3 clusters Score -4830176 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 32189 members 
Entering Unmasked Estep 
Score: -4830178.000000 Penalty: 5218.894531
	Iteration 39Q: 3 clusters Score -4830178 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 32231 members 
Entering Unmasked Estep 
Score: -4830187.000000 Penalty: 5218.894531
	Iteration 40F: 3 clusters Score -4830187 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 32271 members 
Entering Unmasked Estep 
Score: -4830192.500000 Penalty: 5218.894531
	Iteration 41Q: 3 clusters Score -4830192 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 32319 members 
Entering Unmasked Estep 
Score: -4830192.000000 Penalty: 5218.894531
	Iteration 42Q: 3 clusters Score -4830192 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 32371 members 
Entering Unmasked Estep 
Score: -4830205.500000 Penalty: 5218.894531
	Iteration 43Q: 3 clusters Score -4830206 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 32414 members 
Entering Unmasked Estep 
Score: -4830199.500000 Penalty: 5218.894531
	Iteration 44Q: 3 clusters Score -4830200 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 32459 members 
Entering Unmasked Estep 
Score: -4830213.000000 Penalty: 5218.894531
	Iteration 45Q: 3 clusters Score -4830213 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 32495 members 
Entering Unmasked Estep 
Score: -4830217.000000 Penalty: 5218.894531
	Iteration 46Q: 3 clusters Score -4830217 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 32532 members 
Entering Unmasked Estep 
Score: -4830227.000000 Penalty: 5218.894531
	Iteration 47Q: 3 clusters Score -4830227 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 32565 members 
Entering Unmasked Estep 
Score: -4830227.000000 Penalty: 5218.894531
	Iteration 48Q: 3 clusters Score -4830227 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 32587 members 
Entering Unmasked Estep 
Score: -4830229.500000 Penalty: 5218.894531
	Iteration 49Q: 3 clusters Score -4830230 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 32620 members 
Entering Unmasked Estep 
Score: -4830244.500000 Penalty: 5218.894531
	Iteration 50Q: 3 clusters Score -4830244 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 32667 members 
Entering Unmasked Estep 
Score: -4830242.000000 Penalty: 5218.894531
	Iteration 51Q: 3 clusters Score -4830242 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 32710 members 
Entering Unmasked Estep 
Score: -4830253.500000 Penalty: 5218.894531
	Iteration 52Q: 3 clusters Score -4830254 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 32757 members 
Entering Unmasked Estep 
Score: -4830266.000000 Penalty: 5218.894531
	Iteration 53Q: 3 clusters Score -4830266 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 32800 members 
Entering Unmasked Estep 
Score: -4830265.000000 Penalty: 5218.894531
	Iteration 54Q: 3 clusters Score -4830265 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 32837 members 
Entering Unmasked Estep 
Score: -4830279.000000 Penalty: 5218.894531
	Iteration 55Q: 3 clusters Score -4830279 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 32869 members 
Entering Unmasked Estep 
Score: -4830278.500000 Penalty: 5218.894531
	Iteration 56Q: 3 clusters Score -4830278 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 32896 members 
Entering Unmasked Estep 
Score: -4830284.000000 Penalty: 5218.894531
	Iteration 57Q: 3 clusters Score -4830284 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 32922 members 
Entering Unmasked Estep 
Score: -4830289.000000 Penalty: 5218.894531
	Iteration 58Q: 3 clusters Score -4830289 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 32953 members 
Entering Unmasked Estep 
Score: -4830290.500000 Penalty: 5218.894531
	Iteration 59Q: 3 clusters Score -4830290 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 32987 members 
Entering Unmasked Estep 
Score: -4830297.500000 Penalty: 5218.894531
	Iteration 60F: 3 clusters Score -4830298 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 33027 members 
Entering Unmasked Estep 
Score: -4830300.500000 Penalty: 5218.894531
	Iteration 61Q: 3 clusters Score -4830300 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 33066 members 
Entering Unmasked Estep 
Score: -4830308.500000 Penalty: 5218.894531
	Iteration 62Q: 3 clusters Score -4830308 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 33119 members 
Entering Unmasked Estep 
Score: -4830311.000000 Penalty: 5218.894531
	Iteration 63Q: 3 clusters Score -4830311 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 33177 members 
Entering Unmasked Estep 
Score: -4830322.500000 Penalty: 5218.894531
	Iteration 64Q: 3 clusters Score -4830322 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 33248 members 
Entering Unmasked Estep 
Score: -4830342.000000 Penalty: 5218.894531
	Iteration 65Q: 3 clusters Score -4830342 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 33315 members 
Entering Unmasked Estep 
Score: -4830348.500000 Penalty: 5218.894531
	Iteration 66Q: 3 clusters Score -4830348 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 33380 members 
Entering Unmasked Estep 
Score: -4830360.500000 Penalty: 5218.894531
	Iteration 67Q: 3 clusters Score -4830360 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 33438 members 
Entering Unmasked Estep 
Score: -4830371.500000 Penalty: 5218.894531
	Iteration 68Q: 3 clusters Score -4830372 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 33510 members 
Entering Unmasked Estep 
Score: -4830383.000000 Penalty: 5218.894531
	Iteration 69Q: 3 clusters Score -4830383 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 33576 members 
Entering Unmasked Estep 
Score: -4830411.500000 Penalty: 5218.894531
	Iteration 70Q: 3 clusters Score -4830412 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 33632 members 
Entering Unmasked Estep 
Score: -4830397.000000 Penalty: 5218.894531
	Iteration 71Q: 3 clusters Score -4830397 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 33683 members 
Entering Unmasked Estep 
Score: -4830403.000000 Penalty: 5218.894531
	Iteration 72Q: 3 clusters Score -4830403 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 33733 members 
Entering Unmasked Estep 
Score: -4830415.500000 Penalty: 5218.894531
	Iteration 73Q: 3 clusters Score -4830416 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 33782 members 
Entering Unmasked Estep 
Score: -4830400.000000 Penalty: 5218.894531
	Iteration 74Q: 3 clusters Score -4830400 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 33826 members 
Entering Unmasked Estep 
Score: -4830419.000000 Penalty: 5218.894531
	Iteration 75Q: 3 clusters Score -4830419 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 33863 members 
Entering Unmasked Estep 
Score: -4830428.000000 Penalty: 5218.894531
	Iteration 76Q: 3 clusters Score -4830428 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 33902 members 
Entering Unmasked Estep 
Score: -4830441.500000 Penalty: 5218.894531
	Iteration 77Q: 3 clusters Score -4830442 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 33937 members 
Entering Unmasked Estep 
Score: -4830439.000000 Penalty: 5218.894531
	Iteration 78Q: 3 clusters Score -4830439 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 33964 members 
Entering Unmasked Estep 
Score: -4830451.500000 Penalty: 5218.894531
	Iteration 79Q: 3 clusters Score -4830452 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 33992 members 
Entering Unmasked Estep 
Score: -4830464.000000 Penalty: 5218.894531
	Iteration 80F: 3 clusters Score -4830464 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 34020 members 
Entering Unmasked Estep 
Score: -4830465.500000 Penalty: 5218.894531
	Iteration 81Q: 3 clusters Score -4830466 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 34048 members 
Entering Unmasked Estep 
Score: -4830473.500000 Penalty: 5218.894531
	Iteration 82Q: 3 clusters Score -4830474 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 34078 members 
Entering Unmasked Estep 
Score: -4830479.500000 Penalty: 5218.894531
	Iteration 83Q: 3 clusters Score -4830480 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 34108 members 
Entering Unmasked Estep 
Score: -4830482.500000 Penalty: 5218.894531
	Iteration 84Q: 3 clusters Score -4830482 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 34143 members 
Entering Unmasked Estep 
Score: -4830501.500000 Penalty: 5218.894531
	Iteration 85Q: 3 clusters Score -4830502 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 34175 members 
Entering Unmasked Estep 
Score: -4830496.500000 Penalty: 5218.894531
	Iteration 86Q: 3 clusters Score -4830496 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 34216 members 
Entering Unmasked Estep 
Score: -4830504.000000 Penalty: 5218.894531
	Iteration 87Q: 3 clusters Score -4830504 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 34253 members 
Entering Unmasked Estep 
Score: -4830520.500000 Penalty: 5218.894531
	Iteration 88Q: 3 clusters Score -4830520 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 34287 members 
Entering Unmasked Estep 
Score: -4830525.500000 Penalty: 5218.894531
	Iteration 89Q: 3 clusters Score -4830526 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 34330 members 
Entering Unmasked Estep 
Score: -4830525.000000 Penalty: 5218.894531
	Iteration 90Q: 3 clusters Score -4830525 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 34367 members 
Entering Unmasked Estep 
Score: -4830534.500000 Penalty: 5218.894531
	Iteration 91Q: 3 clusters Score -4830534 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 34403 members 
Entering Unmasked Estep 
Score: -4830537.000000 Penalty: 5218.894531
	Iteration 92Q: 3 clusters Score -4830537 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 34448 members 
Entering Unmasked Estep 
Score: -4830551.000000 Penalty: 5218.894531
	Iteration 93Q: 3 clusters Score -4830551 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 34489 members 
Entering Unmasked Estep 
Score: -4830558.500000 Penalty: 5218.894531
	Iteration 94Q: 3 clusters Score -4830558 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 34532 members 
Entering Unmasked Estep 
Score: -4830560.500000 Penalty: 5218.894531
	Iteration 95Q: 3 clusters Score -4830560 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 34569 members 
Entering Unmasked Estep 
Score: -4830575.500000 Penalty: 5218.894531
	Iteration 96Q: 3 clusters Score -4830576 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 34593 members 
Entering Unmasked Estep 
Score: -4830570.500000 Penalty: 5218.894531
	Iteration 97Q: 3 clusters Score -4830570 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 34623 members 
Entering Unmasked Estep 
Score: -4830580.000000 Penalty: 5218.894531
	Iteration 98Q: 3 clusters Score -4830580 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 34647 members 
Entering Unmasked Estep 
Score: -4830589.000000 Penalty: 5218.894531
	Iteration 99Q: 3 clusters Score -4830589 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 34668 members 
Entering Unmasked Estep 
Score: -4830596.000000 Penalty: 5218.894531
	Iteration 100F: 3 clusters Score -4830596 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 34691 members 
Entering Unmasked Estep 
Score: -4830607.000000 Penalty: 5218.894531
	Iteration 101Q: 3 clusters Score -4830607 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 34714 members 
Entering Unmasked Estep 
Score: -4830611.000000 Penalty: 5218.894531
	Iteration 102Q: 3 clusters Score -4830611 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 34743 members 
Entering Unmasked Estep 
Score: -4830609.500000 Penalty: 5218.894531
	Iteration 103Q: 3 clusters Score -4830610 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 34776 members 
Entering Unmasked Estep 
Score: -4830617.500000 Penalty: 5218.894531
	Iteration 104Q: 3 clusters Score -4830618 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 34805 members 
Entering Unmasked Estep 
Score: -4830623.500000 Penalty: 5218.894531
	Iteration 105Q: 3 clusters Score -4830624 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 34833 members 
Entering Unmasked Estep 
Score: -4830628.000000 Penalty: 5218.894531
	Iteration 106Q: 3 clusters Score -4830628 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 34861 members 
Entering Unmasked Estep 
Score: -4830637.500000 Penalty: 5218.894531
	Iteration 107Q: 3 clusters Score -4830638 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 34889 members 
Entering Unmasked Estep 
Score: -4830630.000000 Penalty: 5218.894531
	Iteration 108Q: 3 clusters Score -4830630 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 34906 members 
Entering Unmasked Estep 
Score: -4830640.000000 Penalty: 5218.894531
	Iteration 109Q: 3 clusters Score -4830640 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 34930 members 
Entering Unmasked Estep 
Score: -4830654.500000 Penalty: 5218.894531
	Iteration 110Q: 3 clusters Score -4830654 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 34950 members 
Entering Unmasked Estep 
Score: -4830656.000000 Penalty: 5218.894531
	Iteration 111Q: 3 clusters Score -4830656 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 34968 members 
Entering Unmasked Estep 
Score: -4830659.000000 Penalty: 5218.894531
	Iteration 112Q: 3 clusters Score -4830659 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 34986 members 
Entering Unmasked Estep 
Score: -4830662.000000 Penalty: 5218.894531
	Iteration 113Q: 3 clusters Score -4830662 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 35007 members 
Entering Unmasked Estep 
Score: -4830676.000000 Penalty: 5218.894531
	Iteration 114Q: 3 clusters Score -4830676 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 35027 members 
Entering Unmasked Estep 
Score: -4830682.500000 Penalty: 5218.894531
	Iteration 115Q: 3 clusters Score -4830682 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 35044 members 
Entering Unmasked Estep 
Score: -4830690.500000 Penalty: 5218.894531
	Iteration 116Q: 3 clusters Score -4830690 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 35066 members 
Entering Unmasked Estep 
Score: -4830703.500000 Penalty: 5218.894531
	Iteration 117Q: 3 clusters Score -4830704 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 35092 members 
Entering Unmasked Estep 
Score: -4830710.000000 Penalty: 5218.894531
	Iteration 118Q: 3 clusters Score -4830710 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 35112 members 
Entering Unmasked Estep 
Score: -4830706.500000 Penalty: 5218.894531
	Iteration 119Q: 3 clusters Score -4830706 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 35127 members 
Entering Unmasked Estep 
Score: -4830715.000000 Penalty: 5218.894531
	Iteration 120F: 3 clusters Score -4830715 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 35144 members 
Entering Unmasked Estep 
Score: -4830721.000000 Penalty: 5218.894531
	Iteration 121Q: 3 clusters Score -4830721 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 35156 members 
Entering Unmasked Estep 
Score: -4830728.000000 Penalty: 5218.894531
	Iteration 122Q: 3 clusters Score -4830728 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 35170 members 
Entering Unmasked Estep 
Score: -4830730.500000 Penalty: 5218.894531
	Iteration 123Q: 3 clusters Score -4830730 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 35177 members 
Entering Unmasked Estep 
Score: -4830731.500000 Penalty: 5218.894531
	Iteration 124Q: 3 clusters Score -4830732 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 35188 members 
Entering Unmasked Estep 
Score: -4830737.500000 Penalty: 5218.894531
	Iteration 125Q: 3 clusters Score -4830738 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 35206 members 
Entering Unmasked Estep 
Score: -4830737.000000 Penalty: 5218.894531
	Iteration 126Q: 3 clusters Score -4830737 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 35226 members 
Entering Unmasked Estep 
Score: -4830745.000000 Penalty: 5218.894531
	Iteration 127Q: 3 clusters Score -4830745 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 35244 members 
Entering Unmasked Estep 
Score: -4830751.000000 Penalty: 5218.894531
	Iteration 128Q: 3 clusters Score -4830751 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 35265 members 
Entering Unmasked Estep 
Score: -4830749.000000 Penalty: 5218.894531
	Iteration 129Q: 3 clusters Score -4830749 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 35281 members 
Entering Unmasked Estep 
Score: -4830760.500000 Penalty: 5218.894531
	Iteration 130Q: 3 clusters Score -4830760 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 35300 members 
Entering Unmasked Estep 
Score: -4830752.500000 Penalty: 5218.894531
	Iteration 131Q: 3 clusters Score -4830752 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 35320 members 
Entering Unmasked Estep 
Score: -4830768.500000 Penalty: 5218.894531
	Iteration 132Q: 3 clusters Score -4830768 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 35347 members 
Entering Unmasked Estep 
Score: -4830786.000000 Penalty: 5218.894531
	Iteration 133Q: 3 clusters Score -4830786 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 35367 members 
Entering Unmasked Estep 
Score: -4830786.500000 Penalty: 5218.894531
	Iteration 134Q: 3 clusters Score -4830786 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 35386 members 
Entering Unmasked Estep 
Score: -4830799.000000 Penalty: 5218.894531
	Iteration 135Q: 3 clusters Score -4830799 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 35405 members 
Entering Unmasked Estep 
Score: -4830808.000000 Penalty: 5218.894531
	Iteration 136Q: 3 clusters Score -4830808 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 35423 members 
Entering Unmasked Estep 
Score: -4830801.000000 Penalty: 5218.894531
	Iteration 137Q: 3 clusters Score -4830801 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 35434 members 
Entering Unmasked Estep 
Score: -4830808.000000 Penalty: 5218.894531
	Iteration 138Q: 3 clusters Score -4830808 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 35450 members 
Entering Unmasked Estep 
Score: -4830813.000000 Penalty: 5218.894531
	Iteration 139Q: 3 clusters Score -4830813 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 35460 members 
Entering Unmasked Estep 
Score: -4830813.000000 Penalty: 5218.894531
	Iteration 140F: 3 clusters Score -4830813 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 35472 members 
Entering Unmasked Estep 
Score: -4830808.500000 Penalty: 5218.894531
	Iteration 141Q: 3 clusters Score -4830808 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 35481 members 
Entering Unmasked Estep 
Score: -4830811.000000 Penalty: 5218.894531
	Iteration 142Q: 3 clusters Score -4830811 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 35491 members 
Entering Unmasked Estep 
Score: -4830811.000000 Penalty: 5218.894531
	Iteration 143Q: 3 clusters Score -4830811 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 35498 members 
Entering Unmasked Estep 
Score: -4830815.000000 Penalty: 5218.894531
	Iteration 144Q: 3 clusters Score -4830815 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 35505 members 
Entering Unmasked Estep 
Score: -4830819.000000 Penalty: 5218.894531
	Iteration 145Q: 3 clusters Score -4830819 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 35511 members 
Entering Unmasked Estep 
Score: -4830813.500000 Penalty: 5218.894531
	Iteration 146Q: 3 clusters Score -4830814 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 35516 members 
Entering Unmasked Estep 
Score: -4830811.000000 Penalty: 5218.894531
	Iteration 147Q: 3 clusters Score -4830811 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 35522 members 
Entering Unmasked Estep 
Score: -4830817.500000 Penalty: 5218.894531
	Iteration 148Q: 3 clusters Score -4830818 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 35537 members 
Entering Unmasked Estep 
Score: -4830821.500000 Penalty: 5218.894531
	Iteration 149Q: 3 clusters Score -4830822 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 35546 members 
Entering Unmasked Estep 
Score: -4830815.500000 Penalty: 5218.894531
	Iteration 150Q: 3 clusters Score -4830816 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 35552 members 
Entering Unmasked Estep 
Score: -4830829.000000 Penalty: 5218.894531
	Iteration 151Q: 3 clusters Score -4830829 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 35556 members 
Entering Unmasked Estep 
Score: -4830826.000000 Penalty: 5218.894531
	Iteration 152Q: 3 clusters Score -4830826 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 35558 members 
Entering Unmasked Estep 
Score: -4830826.500000 Penalty: 5218.894531
	Iteration 153Q: 3 clusters Score -4830826 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 35558 members 
Entering Unmasked Estep 
Score: -4830826.500000 Penalty: 5218.894531
	Iteration 154F: 3 clusters Score -4830826 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (4527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Entering Unmasked Estep 
Score: -558546.312500 Penalty: 2087.618164
	Iteration 0F: 2 clusters Score -558546.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -554278.875000 Penalty: 4175.236328
	Iteration 0F: 3 clusters Score -554278.9 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -555274.312500 Penalty: 4175.236328
	Iteration 1F: 3 clusters Score -555274.3 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -555489.500000 Penalty: 4175.236328
	Iteration 2F: 3 clusters Score -555489.5 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -555658.437500 Penalty: 4175.236328
	Iteration 3F: 3 clusters Score -555658.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -555777.062500 Penalty: 4175.236328
	Iteration 4Q: 3 clusters Score -555777.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -555868.375000 Penalty: 4175.236328
	Iteration 5Q: 3 clusters Score -555868.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -555934.312500 Penalty: 4175.236328
	Iteration 6Q: 3 clusters Score -555934.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -555983.937500 Penalty: 4175.236328
	Iteration 7Q: 3 clusters Score -555983.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -556044.312500 Penalty: 4175.236328
	Iteration 8Q: 3 clusters Score -556044.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -556100.375000 Penalty: 4175.236328
	Iteration 9Q: 3 clusters Score -556100.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -556145.250000 Penalty: 4175.236328
	Iteration 10Q: 3 clusters Score -556145.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -556190.437500 Penalty: 4175.236328
	Iteration 11Q: 3 clusters Score -556190.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -556234.437500 Penalty: 4175.236328
	Iteration 12Q: 3 clusters Score -556234.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -556280.125000 Penalty: 4175.236328
	Iteration 13Q: 3 clusters Score -556280.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -556341.125000 Penalty: 4175.236328
	Iteration 14Q: 3 clusters Score -556341.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -556437.687500 Penalty: 4175.236328
	Iteration 15Q: 3 clusters Score -556437.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -556516.875000 Penalty: 4175.236328
	Iteration 16Q: 3 clusters Score -556516.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -556573.812500 Penalty: 4175.236328
	Iteration 17Q: 3 clusters Score -556573.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -556627.062500 Penalty: 4175.236328
	Iteration 18Q: 3 clusters Score -556627.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -556677.750000 Penalty: 4175.236328
	Iteration 19Q: 3 clusters Score -556677.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -556734.437500 Penalty: 4175.236328
	Iteration 20F: 3 clusters Score -556734.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -556796.125000 Penalty: 4175.236328
	Iteration 21Q: 3 clusters Score -556796.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -556869.937500 Penalty: 4175.236328
	Iteration 22Q: 3 clusters Score -556869.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -556946.937500 Penalty: 4175.236328
	Iteration 23Q: 3 clusters Score -556946.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -557037.562500 Penalty: 4175.236328
	Iteration 24Q: 3 clusters Score -557037.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -557170.750000 Penalty: 4175.236328
	Iteration 25Q: 3 clusters Score -557170.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -557297.625000 Penalty: 4175.236328
	Iteration 26Q: 3 clusters Score -557297.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -557370.312500 Penalty: 4175.236328
	Iteration 27Q: 3 clusters Score -557370.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -557400.812500 Penalty: 4175.236328
	Iteration 28Q: 3 clusters Score -557400.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -557419.937500 Penalty: 4175.236328
	Iteration 29Q: 3 clusters Score -557419.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -557434.062500 Penalty: 4175.236328
	Iteration 30Q: 3 clusters Score -557434.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -557443.437500 Penalty: 4175.236328
	Iteration 31Q: 3 clusters Score -557443.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -557452.062500 Penalty: 4175.236328
	Iteration 32Q: 3 clusters Score -557452.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -557458.625000 Penalty: 4175.236328
	Iteration 33Q: 3 clusters Score -557458.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -557462.937500 Penalty: 4175.236328
	Iteration 34Q: 3 clusters Score -557462.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -557466.375000 Penalty: 4175.236328
	Iteration 35Q: 3 clusters Score -557466.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -557466.625000 Penalty: 4175.236328
	Iteration 36Q: 3 clusters Score -557466.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -557466.937500 Penalty: 4175.236328
	Iteration 37Q: 3 clusters Score -557466.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -557466.937500 Penalty: 4175.236328
	Iteration 38F: 3 clusters Score -557466.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Entering Unmasked Estep 
Score: -44904.378906 Penalty: 1531.614990
	Iteration 0F: 2 clusters Score -44904.38 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 233 members 
Entering Unmasked Estep 
Score: -43514.101562 Penalty: 3063.229980
	Iteration 0F: 3 clusters Score -43514.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -43756.195312 Penalty: 3063.229980
	Iteration 1F: 3 clusters Score -43756.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -43845.066406 Penalty: 3063.229980
	Iteration 2F: 3 clusters Score -43845.07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -43917.101562 Penalty: 3063.229980
	Iteration 3Q: 3 clusters Score -43917.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -43967.015625 Penalty: 3063.229980
	Iteration 4Q: 3 clusters Score -43967.02 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -44026.011719 Penalty: 3063.229980
	Iteration 5Q: 3 clusters Score -44026.01 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -44174.613281 Penalty: 3063.229980
	Iteration 6Q: 3 clusters Score -44174.61 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -44460.261719 Penalty: 3063.229980
	Iteration 7F: 3 clusters Score -44460.26 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -44685.925781 Penalty: 3063.229980
	Iteration 8F: 3 clusters Score -44685.93 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -44827.945312 Penalty: 3063.229980
	Iteration 9Q: 3 clusters Score -44827.95 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -44951.570312 Penalty: 3063.229980
	Iteration 10Q: 3 clusters Score -44951.57 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -45072.140625 Penalty: 3063.229980
	Iteration 11Q: 3 clusters Score -45072.14 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -45137.488281 Penalty: 3063.229980
	Iteration 12Q: 3 clusters Score -45137.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -45180.332031 Penalty: 3063.229980
	Iteration 13Q: 3 clusters Score -45180.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -45226.523438 Penalty: 3063.229980
	Iteration 14Q: 3 clusters Score -45226.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -45269.281250 Penalty: 3063.229980
	Iteration 15Q: 3 clusters Score -45269.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -45308.472656 Penalty: 3063.229980
	Iteration 16Q: 3 clusters Score -45308.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -45315.429688 Penalty: 3063.229980
	Iteration 17Q: 3 clusters Score -45315.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -45322.753906 Penalty: 3063.229980
	Iteration 18Q: 3 clusters Score -45322.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -45322.753906 Penalty: 3063.229980
	Iteration 19F: 3 clusters Score -45322.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 52553 members 
Mstep: Class 3 contains 5280 members 
Mstep: Class 4 contains 27249 members 
Mstep: Class 5 contains 8286 members 
Mstep: Class 6 contains 4490 members 
Mstep: Class 7 contains 26582 members 
Mstep: Class 8 contains 751 members 
Mstep: Class 9 contains 10973 members 
Mstep: Class 10 contains 3040 members 
Mstep: Class 11 contains 37309 members 
Mstep: Class 12 contains 23336 members 
Mstep: Class 13 contains 215708 members 
Mstep: Class 14 contains 40995 members 
Mstep: Class 15 contains 685 members 
Mstep: Class 16 contains 29095 members 
Mstep: Class 17 contains 9366 members 
Mstep: Class 18 contains 14308 members 
Mstep: Class 19 contains 61584 members 
Mstep: Class 20 contains 10998 members 
Mstep: Class 21 contains 16567 members 
Mstep: Class 22 contains 2993 members 
Mstep: Class 23 contains 2570 members 
Mstep: Class 24 contains 18665 members 
Mstep: Class 25 contains 2068 members 
Mstep: Class 26 contains 22288 members 
Mstep: Class 27 contains 6174 members 
Mstep: Class 28 contains 4115 members 
Mstep: Class 29 contains 37122 members 
Mstep: Class 30 contains 4527 members 
Mstep: Class 31 contains 260 members 
Mstep: Class 32 contains 381 members 
Mstep: Class 33 contains 38551 members 
Mstep: Class 34 contains 605 members 
Mstep: Class 35 contains 8732 members 
Mstep: Class 36 contains 2453 members 
Mstep: Class 37 contains 164248 members 
Mstep: Class 38 contains 8339 members 
Mstep: Class 39 contains 4265 members 
Mstep: Class 40 contains 5324 members 
Mstep: Class 41 contains 2913 members 
Mstep: Class 42 contains 3709 members 
Mstep: Class 43 contains 550 members 
Mstep: Class 44 contains 3468 members 
Mstep: Class 45 contains 1907 members 
Mstep: Class 46 contains 392 members 
Mstep: Class 47 contains 5100 members 
Mstep: Class 48 contains 1822 members 
Mstep: Class 49 contains 4225 members 
Mstep: Class 50 contains 6309 members 
Mstep: Class 51 contains 175504 members 
Mstep: Class 52 contains 340 members 
Mstep: Class 53 contains 207 members 
Mstep: Class 54 contains 355 members 
Mstep: Class 55 contains 4301 members 
Mstep: Class 56 contains 2518 members 
Mstep: Class 57 contains 179 members 
Mstep: Class 58 contains 10459 members 
Mstep: Class 59 contains 647 members 
Mstep: Class 60 contains 17851 members 
Mstep: Class 61 contains 255 members 
Mstep: Class 62 contains 1152 members 
Mstep: Class 63 contains 438 members 
Mstep: Class 64 contains 344 members 
Mstep: Class 65 contains 613 members 
Mstep: Class 66 contains 876 members 
Mstep: Class 67 contains 188 members 
Mstep: Class 68 contains 326 members 
Mstep: Class 69 contains 164 members 
Mstep: Class 70 contains 306 members 
Mstep: Class 71 contains 913 members 
Mstep: Class 72 contains 436 members 
Mstep: Class 73 contains 379 members 
Mstep: Class 74 contains 226 members 
Mstep: Class 75 contains 500 members 
Mstep: Class 76 contains 228 members 
Mstep: Class 77 contains 397 members 
Mstep: Class 78 contains 492 members 
Mstep: Class 79 contains 1075 members 
Mstep: Class 80 contains 1219 members 
Mstep: Class 81 contains 1455 members 
Mstep: Class 82 contains 221 members 
Entering Unmasked Estep 
Score: -147553808.000000 Penalty: 284459.781250
Splitting cluster 31 changes total score from -147555280.000000 to -147553808.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 32 (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: -49476.332031 Penalty: 1473.814331
	Iteration 0F: 2 clusters Score -49476.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -48321.519531 Penalty: 2947.628662
	Iteration 0F: 3 clusters Score -48321.52 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -49007.222656 Penalty: 2947.628662
	Iteration 1F: 3 clusters Score -49007.22 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -49323.511719 Penalty: 2947.628662
	Iteration 2F: 3 clusters Score -49323.51 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -49622.167969 Penalty: 2947.628662
	Iteration 3F: 3 clusters Score -49622.17 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -49843.933594 Penalty: 2947.628662
	Iteration 4Q: 3 clusters Score -49843.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -49927.003906 Penalty: 2947.628662
	Iteration 5Q: 3 clusters Score -49927 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -49939.117188 Penalty: 2947.628662
	Iteration 6Q: 3 clusters Score -49939.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -49939.117188 Penalty: 2947.628662
	Iteration 7F: 3 clusters Score -49939.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 52553 members 
Mstep: Class 3 contains 5280 members 
Mstep: Class 4 contains 27249 members 
Mstep: Class 5 contains 8286 members 
Mstep: Class 6 contains 4490 members 
Mstep: Class 7 contains 26582 members 
Mstep: Class 8 contains 751 members 
Mstep: Class 9 contains 10973 members 
Mstep: Class 10 contains 3040 members 
Mstep: Class 11 contains 37309 members 
Mstep: Class 12 contains 23336 members 
Mstep: Class 13 contains 215708 members 
Mstep: Class 14 contains 40995 members 
Mstep: Class 15 contains 685 members 
Mstep: Class 16 contains 29095 members 
Mstep: Class 17 contains 9366 members 
Mstep: Class 18 contains 14308 members 
Mstep: Class 19 contains 61584 members 
Mstep: Class 20 contains 10998 members 
Mstep: Class 21 contains 16567 members 
Mstep: Class 22 contains 2993 members 
Mstep: Class 23 contains 2570 members 
Mstep: Class 24 contains 18665 members 
Mstep: Class 25 contains 2068 members 
Mstep: Class 26 contains 22288 members 
Mstep: Class 27 contains 6174 members 
Mstep: Class 28 contains 4115 members 
Mstep: Class 29 contains 37122 members 
Mstep: Class 30 contains 4527 members 
Mstep: Class 31 contains 481 members 
Mstep: Class 32 contains 134 members 
Mstep: Class 33 contains 38551 members 
Mstep: Class 34 contains 605 members 
Mstep: Class 35 contains 8732 members 
Mstep: Class 36 contains 2453 members 
Mstep: Class 37 contains 164248 members 
Mstep: Class 38 contains 8339 members 
Mstep: Class 39 contains 4265 members 
Mstep: Class 40 contains 5324 members 
Mstep: Class 41 contains 2913 members 
Mstep: Class 42 contains 3709 members 
Mstep: Class 43 contains 550 members 
Mstep: Class 44 contains 3468 members 
Mstep: Class 45 contains 1907 members 
Mstep: Class 46 contains 392 members 
Mstep: Class 47 contains 5100 members 
Mstep: Class 48 contains 1822 members 
Mstep: Class 49 contains 4225 members 
Mstep: Class 50 contains 6309 members 
Mstep: Class 51 contains 175504 members 
Mstep: Class 52 contains 340 members 
Mstep: Class 53 contains 207 members 
Mstep: Class 54 contains 355 members 
Mstep: Class 55 contains 4301 members 
Mstep: Class 56 contains 2518 members 
Mstep: Class 57 contains 179 members 
Mstep: Class 58 contains 10459 members 
Mstep: Class 59 contains 647 members 
Mstep: Class 60 contains 17851 members 
Mstep: Class 61 contains 255 members 
Mstep: Class 62 contains 1152 members 
Mstep: Class 63 contains 438 members 
Mstep: Class 64 contains 344 members 
Mstep: Class 65 contains 613 members 
Mstep: Class 66 contains 876 members 
Mstep: Class 67 contains 188 members 
Mstep: Class 68 contains 326 members 
Mstep: Class 69 contains 164 members 
Mstep: Class 70 contains 306 members 
Mstep: Class 71 contains 913 members 
Mstep: Class 72 contains 436 members 
Mstep: Class 73 contains 379 members 
Mstep: Class 74 contains 226 members 
Mstep: Class 75 contains 500 members 
Mstep: Class 76 contains 228 members 
Mstep: Class 77 contains 397 members 
Mstep: Class 78 contains 492 members 
Mstep: Class 79 contains 1075 members 
Mstep: Class 80 contains 1219 members 
Mstep: Class 81 contains 1455 members 
Mstep: Class 82 contains 247 members 
Entering Unmasked Estep 
Score: -147553744.000000 Penalty: 284459.781250
Splitting cluster 32 changes total score from -147555280.000000 to -147553744.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 33 (38551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38551 members 
Entering Unmasked Estep 
Score: -4884250.000000 Penalty: 2618.814941
	Iteration 0F: 2 clusters Score -4884250 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19211 members 
Mstep: Class 2 contains 19340 members 
Entering Unmasked Estep 
Score: -4858177.000000 Penalty: 5237.629883
	Iteration 0F: 3 clusters Score -4858177 nChanged 17623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18284 members 
Mstep: Class 2 contains 20267 members 
Entering Unmasked Estep 
Score: -4867835.500000 Penalty: 5237.629883
	Iteration 1F: 3 clusters Score -4867836 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17731 members 
Mstep: Class 2 contains 20820 members 
Entering Unmasked Estep 
Score: -4868392.500000 Penalty: 5237.629883
	Iteration 2Q: 3 clusters Score -4868392 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16946 members 
Mstep: Class 2 contains 21605 members 
Entering Unmasked Estep 
Score: -4868963.000000 Penalty: 5237.629883
	Iteration 3Q: 3 clusters Score -4868963 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15883 members 
Mstep: Class 2 contains 22668 members 
Entering Unmasked Estep 
Score: -4869634.000000 Penalty: 5237.629883
	Iteration 4Q: 3 clusters Score -4869634 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14468 members 
Mstep: Class 2 contains 24083 members 
Entering Unmasked Estep 
Score: -4870391.000000 Penalty: 5237.629883
	Iteration 5Q: 3 clusters Score -4870391 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12635 members 
Mstep: Class 2 contains 25916 members 
Entering Unmasked Estep 
Score: -4871536.000000 Penalty: 5237.629883
	Iteration 6F: 3 clusters Score -4871536 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10392 members 
Mstep: Class 2 contains 28159 members 
Entering Unmasked Estep 
Score: -4873098.500000 Penalty: 5237.629883
	Iteration 7F: 3 clusters Score -4873098 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 30732 members 
Entering Unmasked Estep 
Score: -4875187.500000 Penalty: 5237.629883
	Iteration 8F: 3 clusters Score -4875188 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 33244 members 
Entering Unmasked Estep 
Score: -4877429.500000 Penalty: 5237.629883
	Iteration 9F: 3 clusters Score -4877430 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 35263 members 
Entering Unmasked Estep 
Score: -4879309.000000 Penalty: 5237.629883
	Iteration 10F: 3 clusters Score -4879309 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 36592 members 
Entering Unmasked Estep 
Score: -4880563.500000 Penalty: 5237.629883
	Iteration 11Q: 3 clusters Score -4880564 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 37355 members 
Entering Unmasked Estep 
Score: -4881274.500000 Penalty: 5237.629883
	Iteration 12Q: 3 clusters Score -4881274 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 37705 members 
Entering Unmasked Estep 
Score: -4881593.000000 Penalty: 5237.629883
	Iteration 13Q: 3 clusters Score -4881593 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 37861 members 
Entering Unmasked Estep 
Score: -4881745.000000 Penalty: 5237.629883
	Iteration 14Q: 3 clusters Score -4881745 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 37936 members 
Entering Unmasked Estep 
Score: -4881808.000000 Penalty: 5237.629883
	Iteration 15Q: 3 clusters Score -4881808 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 37992 members 
Entering Unmasked Estep 
Score: -4881863.000000 Penalty: 5237.629883
	Iteration 16Q: 3 clusters Score -4881863 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 38028 members 
Entering Unmasked Estep 
Score: -4881904.000000 Penalty: 5237.629883
	Iteration 17Q: 3 clusters Score -4881904 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 38048 members 
Entering Unmasked Estep 
Score: -4881925.500000 Penalty: 5237.629883
	Iteration 18Q: 3 clusters Score -4881926 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 38059 members 
Entering Unmasked Estep 
Score: -4881942.500000 Penalty: 5237.629883
	Iteration 19Q: 3 clusters Score -4881942 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 38071 members 
Entering Unmasked Estep 
Score: -4881961.000000 Penalty: 5237.629883
	Iteration 20F: 3 clusters Score -4881961 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 38081 members 
Entering Unmasked Estep 
Score: -4881968.500000 Penalty: 5237.629883
	Iteration 21Q: 3 clusters Score -4881968 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 38090 members 
Entering Unmasked Estep 
Score: -4881983.000000 Penalty: 5237.629883
	Iteration 22Q: 3 clusters Score -4881983 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 38095 members 
Entering Unmasked Estep 
Score: -4881987.000000 Penalty: 5237.629883
	Iteration 23Q: 3 clusters Score -4881987 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 38099 members 
Entering Unmasked Estep 
Score: -4881991.500000 Penalty: 5237.629883
	Iteration 24Q: 3 clusters Score -4881992 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 38101 members 
Entering Unmasked Estep 
Score: -4881999.000000 Penalty: 5237.629883
	Iteration 25Q: 3 clusters Score -4881999 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 38103 members 
Entering Unmasked Estep 
Score: -4881997.500000 Penalty: 5237.629883
	Iteration 26Q: 3 clusters Score -4881998 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 38103 members 
Entering Unmasked Estep 
Score: -4881997.500000 Penalty: 5237.629883
	Iteration 27F: 3 clusters Score -4881998 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Entering Unmasked Estep 
Score: -85244.648438 Penalty: 1588.496704
	Iteration 0F: 2 clusters Score -85244.65 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 294 members 
Entering Unmasked Estep 
Score: -83664.937500 Penalty: 3176.993408
	Iteration 0F: 3 clusters Score -83664.94 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -84605.968750 Penalty: 3176.993408
	Iteration 1F: 3 clusters Score -84605.97 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -85480.820312 Penalty: 3176.993408
	Iteration 2F: 3 clusters Score -85480.82 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -85781.539062 Penalty: 3176.993408
	Iteration 3F: 3 clusters Score -85781.54 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -85847.359375 Penalty: 3176.993408
	Iteration 4Q: 3 clusters Score -85847.36 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -85893.781250 Penalty: 3176.993408
	Iteration 5Q: 3 clusters Score -85893.78 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -85923.679688 Penalty: 3176.993408
	Iteration 6Q: 3 clusters Score -85923.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -85957.507812 Penalty: 3176.993408
	Iteration 7Q: 3 clusters Score -85957.51 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -85998.406250 Penalty: 3176.993408
	Iteration 8Q: 3 clusters Score -85998.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -86007.773438 Penalty: 3176.993408
	Iteration 9Q: 3 clusters Score -86007.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -86011.601562 Penalty: 3176.993408
	Iteration 10Q: 3 clusters Score -86011.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -86017.304688 Penalty: 3176.993408
	Iteration 11Q: 3 clusters Score -86017.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -86026.242188 Penalty: 3176.993408
	Iteration 12Q: 3 clusters Score -86026.24 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -86043.140625 Penalty: 3176.993408
	Iteration 13Q: 3 clusters Score -86043.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -86054.437500 Penalty: 3176.993408
	Iteration 14Q: 3 clusters Score -86054.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -86069.398438 Penalty: 3176.993408
	Iteration 15Q: 3 clusters Score -86069.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -86094.890625 Penalty: 3176.993408
	Iteration 16Q: 3 clusters Score -86094.89 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -86151.601562 Penalty: 3176.993408
	Iteration 17Q: 3 clusters Score -86151.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -86166.718750 Penalty: 3176.993408
	Iteration 18Q: 3 clusters Score -86166.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -86180.773438 Penalty: 3176.993408
	Iteration 19Q: 3 clusters Score -86180.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -86185.210938 Penalty: 3176.993408
	Iteration 20F: 3 clusters Score -86185.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -86186.726562 Penalty: 3176.993408
	Iteration 21Q: 3 clusters Score -86186.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -86187.226562 Penalty: 3176.993408
	Iteration 22Q: 3 clusters Score -86187.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -86189.328125 Penalty: 3176.993408
	Iteration 23Q: 3 clusters Score -86189.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -86192.554688 Penalty: 3176.993408
	Iteration 24Q: 3 clusters Score -86192.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -86198.914062 Penalty: 3176.993408
	Iteration 25Q: 3 clusters Score -86198.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -86206.375000 Penalty: 3176.993408
	Iteration 26Q: 3 clusters Score -86206.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -86239.820312 Penalty: 3176.993408
	Iteration 27Q: 3 clusters Score -86239.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -86286.460938 Penalty: 3176.993408
	Iteration 28Q: 3 clusters Score -86286.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -86318.015625 Penalty: 3176.993408
	Iteration 29Q: 3 clusters Score -86318.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -86318.015625 Penalty: 3176.993408
	Iteration 30F: 3 clusters Score -86318.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 52553 members 
Mstep: Class 3 contains 5280 members 
Mstep: Class 4 contains 27249 members 
Mstep: Class 5 contains 8286 members 
Mstep: Class 6 contains 4490 members 
Mstep: Class 7 contains 26582 members 
Mstep: Class 8 contains 751 members 
Mstep: Class 9 contains 10973 members 
Mstep: Class 10 contains 3040 members 
Mstep: Class 11 contains 37309 members 
Mstep: Class 12 contains 23336 members 
Mstep: Class 13 contains 215708 members 
Mstep: Class 14 contains 40995 members 
Mstep: Class 15 contains 685 members 
Mstep: Class 16 contains 29095 members 
Mstep: Class 17 contains 9366 members 
Mstep: Class 18 contains 14308 members 
Mstep: Class 19 contains 61584 members 
Mstep: Class 20 contains 10998 members 
Mstep: Class 21 contains 16567 members 
Mstep: Class 22 contains 2993 members 
Mstep: Class 23 contains 2570 members 
Mstep: Class 24 contains 18665 members 
Mstep: Class 25 contains 2068 members 
Mstep: Class 26 contains 22288 members 
Mstep: Class 27 contains 6174 members 
Mstep: Class 28 contains 4115 members 
Mstep: Class 29 contains 37122 members 
Mstep: Class 30 contains 4527 members 
Mstep: Class 31 contains 481 members 
Mstep: Class 32 contains 381 members 
Mstep: Class 33 contains 38551 members 
Mstep: Class 34 contains 435 members 
Mstep: Class 35 contains 8732 members 
Mstep: Class 36 contains 2453 members 
Mstep: Class 37 contains 164248 members 
Mstep: Class 38 contains 8339 members 
Mstep: Class 39 contains 4265 members 
Mstep: Class 40 contains 5324 members 
Mstep: Class 41 contains 2913 members 
Mstep: Class 42 contains 3709 members 
Mstep: Class 43 contains 550 members 
Mstep: Class 44 contains 3468 members 
Mstep: Class 45 contains 1907 members 
Mstep: Class 46 contains 392 members 
Mstep: Class 47 contains 5100 members 
Mstep: Class 48 contains 1822 members 
Mstep: Class 49 contains 4225 members 
Mstep: Class 50 contains 6309 members 
Mstep: Class 51 contains 175504 members 
Mstep: Class 52 contains 340 members 
Mstep: Class 53 contains 207 members 
Mstep: Class 54 contains 355 members 
Mstep: Class 55 contains 4301 members 
Mstep: Class 56 contains 2518 members 
Mstep: Class 57 contains 179 members 
Mstep: Class 58 contains 10459 members 
Mstep: Class 59 contains 647 members 
Mstep: Class 60 contains 17851 members 
Mstep: Class 61 contains 255 members 
Mstep: Class 62 contains 1152 members 
Mstep: Class 63 contains 438 members 
Mstep: Class 64 contains 344 members 
Mstep: Class 65 contains 613 members 
Mstep: Class 66 contains 876 members 
Mstep: Class 67 contains 188 members 
Mstep: Class 68 contains 326 members 
Mstep: Class 69 contains 164 members 
Mstep: Class 70 contains 306 members 
Mstep: Class 71 contains 913 members 
Mstep: Class 72 contains 436 members 
Mstep: Class 73 contains 379 members 
Mstep: Class 74 contains 226 members 
Mstep: Class 75 contains 500 members 
Mstep: Class 76 contains 228 members 
Mstep: Class 77 contains 397 members 
Mstep: Class 78 contains 492 members 
Mstep: Class 79 contains 1075 members 
Mstep: Class 80 contains 1219 members 
Mstep: Class 81 contains 1455 members 
Mstep: Class 82 contains 170 members 
Entering Unmasked Estep 
Score: -147554544.000000 Penalty: 284459.781250
Splitting cluster 34 changes total score from -147555280.000000 to -147554544.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 35 (8732 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Entering Unmasked Estep 
Score: -1097606.750000 Penalty: 2250.538086
	Iteration 0F: 2 clusters Score -1097607 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -1090678.375000 Penalty: 4501.076172
	Iteration 0F: 3 clusters Score -1090678 nChanged 3543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -1092683.625000 Penalty: 4501.076172
	Iteration 1F: 3 clusters Score -1092684 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -1093000.375000 Penalty: 4501.076172
	Iteration 2F: 3 clusters Score -1093000 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -1093243.125000 Penalty: 4501.076172
	Iteration 3F: 3 clusters Score -1093243 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -1093451.750000 Penalty: 4501.076172
	Iteration 4Q: 3 clusters Score -1093452 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -1093639.750000 Penalty: 4501.076172
	Iteration 5Q: 3 clusters Score -1093640 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -1093823.250000 Penalty: 4501.076172
	Iteration 6Q: 3 clusters Score -1093823 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -1094038.125000 Penalty: 4501.076172
	Iteration 7Q: 3 clusters Score -1094038 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -1094256.500000 Penalty: 4501.076172
	Iteration 8Q: 3 clusters Score -1094256 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -1094481.750000 Penalty: 4501.076172
	Iteration 9Q: 3 clusters Score -1094482 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -1094763.250000 Penalty: 4501.076172
	Iteration 10Q: 3 clusters Score -1094763 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -1095023.000000 Penalty: 4501.076172
	Iteration 11Q: 3 clusters Score -1095023 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -1095228.750000 Penalty: 4501.076172
	Iteration 12Q: 3 clusters Score -1095229 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -1095400.625000 Penalty: 4501.076172
	Iteration 13Q: 3 clusters Score -1095401 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -1095530.500000 Penalty: 4501.076172
	Iteration 14Q: 3 clusters Score -1095530 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -1095628.125000 Penalty: 4501.076172
	Iteration 15Q: 3 clusters Score -1095628 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -1095695.500000 Penalty: 4501.076172
	Iteration 16Q: 3 clusters Score -1095696 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -1095744.625000 Penalty: 4501.076172
	Iteration 17Q: 3 clusters Score -1095745 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -1095779.000000 Penalty: 4501.076172
	Iteration 18Q: 3 clusters Score -1095779 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -1095798.500000 Penalty: 4501.076172
	Iteration 19Q: 3 clusters Score -1095798 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -1095814.625000 Penalty: 4501.076172
	Iteration 20F: 3 clusters Score -1095815 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -1095825.500000 Penalty: 4501.076172
	Iteration 21Q: 3 clusters Score -1095826 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -1095827.500000 Penalty: 4501.076172
	Iteration 22Q: 3 clusters Score -1095828 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -1095834.875000 Penalty: 4501.076172
	Iteration 23Q: 3 clusters Score -1095835 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -1095838.250000 Penalty: 4501.076172
	Iteration 24Q: 3 clusters Score -1095838 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -1095842.375000 Penalty: 4501.076172
	Iteration 25Q: 3 clusters Score -1095842 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -1095844.000000 Penalty: 4501.076172
	Iteration 26Q: 3 clusters Score -1095844 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -1095848.125000 Penalty: 4501.076172
	Iteration 27Q: 3 clusters Score -1095848 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -1095852.125000 Penalty: 4501.076172
	Iteration 28Q: 3 clusters Score -1095852 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -1095851.750000 Penalty: 4501.076172
	Iteration 29Q: 3 clusters Score -1095852 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -1095852.125000 Penalty: 4501.076172
	Iteration 30Q: 3 clusters Score -1095852 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -1095853.500000 Penalty: 4501.076172
	Iteration 31Q: 3 clusters Score -1095854 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -1095855.500000 Penalty: 4501.076172
	Iteration 32Q: 3 clusters Score -1095856 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -1095859.625000 Penalty: 4501.076172
	Iteration 33Q: 3 clusters Score -1095860 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -1095858.750000 Penalty: 4501.076172
	Iteration 34Q: 3 clusters Score -1095859 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -1095861.500000 Penalty: 4501.076172
	Iteration 35Q: 3 clusters Score -1095862 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -1095863.750000 Penalty: 4501.076172
	Iteration 36Q: 3 clusters Score -1095864 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -1095868.000000 Penalty: 4501.076172
	Iteration 37Q: 3 clusters Score -1095868 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -1095867.000000 Penalty: 4501.076172
	Iteration 38Q: 3 clusters Score -1095867 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -1095870.625000 Penalty: 4501.076172
	Iteration 39Q: 3 clusters Score -1095871 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -1095873.000000 Penalty: 4501.076172
	Iteration 40F: 3 clusters Score -1095873 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -1095873.000000 Penalty: 4501.076172
	Iteration 41Q: 3 clusters Score -1095873 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -1095872.125000 Penalty: 4501.076172
	Iteration 42Q: 3 clusters Score -1095872 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -1095873.500000 Penalty: 4501.076172
	Iteration 43Q: 3 clusters Score -1095874 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -1095871.500000 Penalty: 4501.076172
	Iteration 44Q: 3 clusters Score -1095872 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -1095872.750000 Penalty: 4501.076172
	Iteration 45Q: 3 clusters Score -1095873 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -1095872.750000 Penalty: 4501.076172
	Iteration 46F: 3 clusters Score -1095873 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (2453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Entering Unmasked Estep 
Score: -305954.343750 Penalty: 1935.656616
	Iteration 0F: 2 clusters Score -305954.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -303056.375000 Penalty: 3871.313232
	Iteration 0F: 3 clusters Score -303056.4 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -303596.875000 Penalty: 3871.313232
	Iteration 1F: 3 clusters Score -303596.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -303771.281250 Penalty: 3871.313232
	Iteration 2F: 3 clusters Score -303771.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -303871.593750 Penalty: 3871.313232
	Iteration 3Q: 3 clusters Score -303871.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -303944.937500 Penalty: 3871.313232
	Iteration 4Q: 3 clusters Score -303944.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -303988.406250 Penalty: 3871.313232
	Iteration 5Q: 3 clusters Score -303988.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -304018.906250 Penalty: 3871.313232
	Iteration 6Q: 3 clusters Score -304018.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -304043.437500 Penalty: 3871.313232
	Iteration 7Q: 3 clusters Score -304043.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -304065.000000 Penalty: 3871.313232
	Iteration 8Q: 3 clusters Score -304065 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -304078.937500 Penalty: 3871.313232
	Iteration 9Q: 3 clusters Score -304078.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -304091.937500 Penalty: 3871.313232
	Iteration 10Q: 3 clusters Score -304091.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -304112.281250 Penalty: 3871.313232
	Iteration 11Q: 3 clusters Score -304112.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -304156.531250 Penalty: 3871.313232
	Iteration 12Q: 3 clusters Score -304156.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -304217.125000 Penalty: 3871.313232
	Iteration 13Q: 3 clusters Score -304217.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -304278.156250 Penalty: 3871.313232
	Iteration 14Q: 3 clusters Score -304278.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -304366.250000 Penalty: 3871.313232
	Iteration 15Q: 3 clusters Score -304366.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -304479.875000 Penalty: 3871.313232
	Iteration 16Q: 3 clusters Score -304479.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -304647.531250 Penalty: 3871.313232
	Iteration 17Q: 3 clusters Score -304647.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -304832.687500 Penalty: 3871.313232
	Iteration 18Q: 3 clusters Score -304832.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -304997.875000 Penalty: 3871.313232
	Iteration 19Q: 3 clusters Score -304997.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -305106.687500 Penalty: 3871.313232
	Iteration 20F: 3 clusters Score -305106.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -305175.750000 Penalty: 3871.313232
	Iteration 21Q: 3 clusters Score -305175.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -305205.187500 Penalty: 3871.313232
	Iteration 22Q: 3 clusters Score -305205.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -305229.000000 Penalty: 3871.313232
	Iteration 23Q: 3 clusters Score -305229 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -305251.593750 Penalty: 3871.313232
	Iteration 24Q: 3 clusters Score -305251.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -305274.468750 Penalty: 3871.313232
	Iteration 25Q: 3 clusters Score -305274.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -305287.656250 Penalty: 3871.313232
	Iteration 26Q: 3 clusters Score -305287.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -305293.593750 Penalty: 3871.313232
	Iteration 27Q: 3 clusters Score -305293.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -305298.281250 Penalty: 3871.313232
	Iteration 28Q: 3 clusters Score -305298.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -305303.281250 Penalty: 3871.313232
	Iteration 29Q: 3 clusters Score -305303.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -305305.593750 Penalty: 3871.313232
	Iteration 30Q: 3 clusters Score -305305.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -305307.343750 Penalty: 3871.313232
	Iteration 31Q: 3 clusters Score -305307.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -305308.781250 Penalty: 3871.313232
	Iteration 32Q: 3 clusters Score -305308.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -305309.375000 Penalty: 3871.313232
	Iteration 33Q: 3 clusters Score -305309.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -305309.906250 Penalty: 3871.313232
	Iteration 34Q: 3 clusters Score -305309.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -305309.906250 Penalty: 3871.313232
	Iteration 35F: 3 clusters Score -305309.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (164248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164248 members 
Entering Unmasked Estep 
Score: -21037538.000000 Penalty: 2978.264893
	Iteration 0F: 2 clusters Score -2.103754e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82083 members 
Mstep: Class 2 contains 82165 members 
Entering Unmasked Estep 
Score: -20927284.000000 Penalty: 5956.529785
	Iteration 0F: 3 clusters Score -2.092728e+07 nChanged 78762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81821 members 
Mstep: Class 2 contains 82427 members 
Entering Unmasked Estep 
Score: -20973036.000000 Penalty: 5956.529785
	Iteration 1F: 3 clusters Score -2.097304e+07 nChanged 4650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81753 members 
Mstep: Class 2 contains 82495 members 
Entering Unmasked Estep 
Score: -20973922.000000 Penalty: 5956.529785
	Iteration 2Q: 3 clusters Score -2.097392e+07 nChanged 4854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81761 members 
Mstep: Class 2 contains 82487 members 
Entering Unmasked Estep 
Score: -20974922.000000 Penalty: 5956.529785
	Iteration 3Q: 3 clusters Score -2.097492e+07 nChanged 4849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81722 members 
Mstep: Class 2 contains 82526 members 
Entering Unmasked Estep 
Score: -20975978.000000 Penalty: 5956.529785
	Iteration 4Q: 3 clusters Score -2.097598e+07 nChanged 5005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81733 members 
Mstep: Class 2 contains 82515 members 
Entering Unmasked Estep 
Score: -20977254.000000 Penalty: 5956.529785
	Iteration 5Q: 3 clusters Score -2.097725e+07 nChanged 5240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81853 members 
Mstep: Class 2 contains 82395 members 
Entering Unmasked Estep 
Score: -20978644.000000 Penalty: 5956.529785
	Iteration 6Q: 3 clusters Score -2.097864e+07 nChanged 5455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81920 members 
Mstep: Class 2 contains 82328 members 
Entering Unmasked Estep 
Score: -20980186.000000 Penalty: 5956.529785
	Iteration 7Q: 3 clusters Score -2.098019e+07 nChanged 5884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81758 members 
Mstep: Class 2 contains 82490 members 
Entering Unmasked Estep 
Score: -20981974.000000 Penalty: 5956.529785
	Iteration 8Q: 3 clusters Score -2.098197e+07 nChanged 6100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81370 members 
Mstep: Class 2 contains 82878 members 
Entering Unmasked Estep 
Score: -20983872.000000 Penalty: 5956.529785
	Iteration 9Q: 3 clusters Score -2.098387e+07 nChanged 6208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80432 members 
Mstep: Class 2 contains 83816 members 
Entering Unmasked Estep 
Score: -20985948.000000 Penalty: 5956.529785
	Iteration 10Q: 3 clusters Score -2.098595e+07 nChanged 6383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78839 members 
Mstep: Class 2 contains 85409 members 
Entering Unmasked Estep 
Score: -20988524.000000 Penalty: 5956.529785
	Iteration 11Q: 3 clusters Score -2.098852e+07 nChanged 6439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76428 members 
Mstep: Class 2 contains 87820 members 
Entering Unmasked Estep 
Score: -20991238.000000 Penalty: 5956.529785
	Iteration 12Q: 3 clusters Score -2.099124e+07 nChanged 6692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73180 members 
Mstep: Class 2 contains 91068 members 
Entering Unmasked Estep 
Score: -20994474.000000 Penalty: 5956.529785
	Iteration 13Q: 3 clusters Score -2.099447e+07 nChanged 6885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69257 members 
Mstep: Class 2 contains 94991 members 
Entering Unmasked Estep 
Score: -20997636.000000 Penalty: 5956.529785
	Iteration 14Q: 3 clusters Score -2.099764e+07 nChanged 7021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64956 members 
Mstep: Class 2 contains 99292 members 
Entering Unmasked Estep 
Score: -21001236.000000 Penalty: 5956.529785
	Iteration 15Q: 3 clusters Score -2.100124e+07 nChanged 7050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60624 members 
Mstep: Class 2 contains 103624 members 
Entering Unmasked Estep 
Score: -21005012.000000 Penalty: 5956.529785
	Iteration 16Q: 3 clusters Score -2.100501e+07 nChanged 6526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56738 members 
Mstep: Class 2 contains 107510 members 
Entering Unmasked Estep 
Score: -21008220.000000 Penalty: 5956.529785
	Iteration 17Q: 3 clusters Score -2.100822e+07 nChanged 5768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53304 members 
Mstep: Class 2 contains 110944 members 
Entering Unmasked Estep 
Score: -21010676.000000 Penalty: 5956.529785
	Iteration 18Q: 3 clusters Score -2.101068e+07 nChanged 4722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50368 members 
Mstep: Class 2 contains 113880 members 
Entering Unmasked Estep 
Score: -21012310.000000 Penalty: 5956.529785
	Iteration 19Q: 3 clusters Score -2.101231e+07 nChanged 3830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47628 members 
Mstep: Class 2 contains 116620 members 
Entering Unmasked Estep 
Score: -21013618.000000 Penalty: 5956.529785
	Iteration 20F: 3 clusters Score -2.101362e+07 nChanged 3282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44948 members 
Mstep: Class 2 contains 119300 members 
Entering Unmasked Estep 
Score: -21014636.000000 Penalty: 5956.529785
	Iteration 21Q: 3 clusters Score -2.101464e+07 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42298 members 
Mstep: Class 2 contains 121950 members 
Entering Unmasked Estep 
Score: -21015798.000000 Penalty: 5956.529785
	Iteration 22Q: 3 clusters Score -2.10158e+07 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39584 members 
Mstep: Class 2 contains 124664 members 
Entering Unmasked Estep 
Score: -21016882.000000 Penalty: 5956.529785
	Iteration 23Q: 3 clusters Score -2.101688e+07 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36908 members 
Mstep: Class 2 contains 127340 members 
Entering Unmasked Estep 
Score: -21017940.000000 Penalty: 5956.529785
	Iteration 24Q: 3 clusters Score -2.101794e+07 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34208 members 
Mstep: Class 2 contains 130040 members 
Entering Unmasked Estep 
Score: -21019118.000000 Penalty: 5956.529785
	Iteration 25Q: 3 clusters Score -2.101912e+07 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31566 members 
Mstep: Class 2 contains 132682 members 
Entering Unmasked Estep 
Score: -21020292.000000 Penalty: 5956.529785
	Iteration 26Q: 3 clusters Score -2.102029e+07 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29034 members 
Mstep: Class 2 contains 135214 members 
Entering Unmasked Estep 
Score: -21021324.000000 Penalty: 5956.529785
	Iteration 27Q: 3 clusters Score -2.102132e+07 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26609 members 
Mstep: Class 2 contains 137639 members 
Entering Unmasked Estep 
Score: -21022472.000000 Penalty: 5956.529785
	Iteration 28Q: 3 clusters Score -2.102247e+07 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24284 members 
Mstep: Class 2 contains 139964 members 
Entering Unmasked Estep 
Score: -21023582.000000 Penalty: 5956.529785
	Iteration 29Q: 3 clusters Score -2.102358e+07 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22045 members 
Mstep: Class 2 contains 142203 members 
Entering Unmasked Estep 
Score: -21024512.000000 Penalty: 5956.529785
	Iteration 30Q: 3 clusters Score -2.102451e+07 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19930 members 
Mstep: Class 2 contains 144318 members 
Entering Unmasked Estep 
Score: -21025380.000000 Penalty: 5956.529785
	Iteration 31Q: 3 clusters Score -2.102538e+07 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17839 members 
Mstep: Class 2 contains 146409 members 
Entering Unmasked Estep 
Score: -21026242.000000 Penalty: 5956.529785
	Iteration 32Q: 3 clusters Score -2.102624e+07 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15796 members 
Mstep: Class 2 contains 148452 members 
Entering Unmasked Estep 
Score: -21027176.000000 Penalty: 5956.529785
	Iteration 33Q: 3 clusters Score -2.102718e+07 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13878 members 
Mstep: Class 2 contains 150370 members 
Entering Unmasked Estep 
Score: -21028206.000000 Penalty: 5956.529785
	Iteration 34Q: 3 clusters Score -2.102821e+07 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12133 members 
Mstep: Class 2 contains 152115 members 
Entering Unmasked Estep 
Score: -21029012.000000 Penalty: 5956.529785
	Iteration 35Q: 3 clusters Score -2.102901e+07 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10485 members 
Mstep: Class 2 contains 153763 members 
Entering Unmasked Estep 
Score: -21029888.000000 Penalty: 5956.529785
	Iteration 36Q: 3 clusters Score -2.102989e+07 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 155302 members 
Entering Unmasked Estep 
Score: -21030768.000000 Penalty: 5956.529785
	Iteration 37Q: 3 clusters Score -2.103077e+07 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 156629 members 
Entering Unmasked Estep 
Score: -21031460.000000 Penalty: 5956.529785
	Iteration 38Q: 3 clusters Score -2.103146e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 157793 members 
Entering Unmasked Estep 
Score: -21032102.000000 Penalty: 5956.529785
	Iteration 39Q: 3 clusters Score -2.10321e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 158836 members 
Entering Unmasked Estep 
Score: -21032688.000000 Penalty: 5956.529785
	Iteration 40F: 3 clusters Score -2.103269e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 159715 members 
Entering Unmasked Estep 
Score: -21033172.000000 Penalty: 5956.529785
	Iteration 41Q: 3 clusters Score -2.103317e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 160429 members 
Entering Unmasked Estep 
Score: -21033560.000000 Penalty: 5956.529785
	Iteration 42Q: 3 clusters Score -2.103356e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 160994 members 
Entering Unmasked Estep 
Score: -21033824.000000 Penalty: 5956.529785
	Iteration 43Q: 3 clusters Score -2.103382e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 161462 members 
Entering Unmasked Estep 
Score: -21034082.000000 Penalty: 5956.529785
	Iteration 44Q: 3 clusters Score -2.103408e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 161805 members 
Entering Unmasked Estep 
Score: -21034276.000000 Penalty: 5956.529785
	Iteration 45Q: 3 clusters Score -2.103428e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 162085 members 
Entering Unmasked Estep 
Score: -21034428.000000 Penalty: 5956.529785
	Iteration 46Q: 3 clusters Score -2.103443e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 162322 members 
Entering Unmasked Estep 
Score: -21034526.000000 Penalty: 5956.529785
	Iteration 47Q: 3 clusters Score -2.103453e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 162504 members 
Entering Unmasked Estep 
Score: -21034634.000000 Penalty: 5956.529785
	Iteration 48Q: 3 clusters Score -2.103463e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 162650 members 
Entering Unmasked Estep 
Score: -21034700.000000 Penalty: 5956.529785
	Iteration 49Q: 3 clusters Score -2.10347e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 162740 members 
Entering Unmasked Estep 
Score: -21034728.000000 Penalty: 5956.529785
	Iteration 50Q: 3 clusters Score -2.103473e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 162821 members 
Entering Unmasked Estep 
Score: -21034784.000000 Penalty: 5956.529785
	Iteration 51Q: 3 clusters Score -2.103478e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 162892 members 
Entering Unmasked Estep 
Score: -21034818.000000 Penalty: 5956.529785
	Iteration 52Q: 3 clusters Score -2.103482e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 162955 members 
Entering Unmasked Estep 
Score: -21034850.000000 Penalty: 5956.529785
	Iteration 53Q: 3 clusters Score -2.103485e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 163002 members 
Entering Unmasked Estep 
Score: -21034876.000000 Penalty: 5956.529785
	Iteration 54Q: 3 clusters Score -2.103488e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 163040 members 
Entering Unmasked Estep 
Score: -21034890.000000 Penalty: 5956.529785
	Iteration 55Q: 3 clusters Score -2.103489e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 163078 members 
Entering Unmasked Estep 
Score: -21034942.000000 Penalty: 5956.529785
	Iteration 56Q: 3 clusters Score -2.103494e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 163106 members 
Entering Unmasked Estep 
Score: -21034956.000000 Penalty: 5956.529785
	Iteration 57Q: 3 clusters Score -2.103496e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 163128 members 
Entering Unmasked Estep 
Score: -21034962.000000 Penalty: 5956.529785
	Iteration 58Q: 3 clusters Score -2.103496e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 163144 members 
Entering Unmasked Estep 
Score: -21034980.000000 Penalty: 5956.529785
	Iteration 59Q: 3 clusters Score -2.103498e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 163165 members 
Entering Unmasked Estep 
Score: -21034990.000000 Penalty: 5956.529785
	Iteration 60F: 3 clusters Score -2.103499e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 163176 members 
Entering Unmasked Estep 
Score: -21035004.000000 Penalty: 5956.529785
	Iteration 61Q: 3 clusters Score -2.1035e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 163185 members 
Entering Unmasked Estep 
Score: -21035010.000000 Penalty: 5956.529785
	Iteration 62Q: 3 clusters Score -2.103501e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 163192 members 
Entering Unmasked Estep 
Score: -21035012.000000 Penalty: 5956.529785
	Iteration 63Q: 3 clusters Score -2.103501e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 163201 members 
Entering Unmasked Estep 
Score: -21035014.000000 Penalty: 5956.529785
	Iteration 64Q: 3 clusters Score -2.103501e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 163209 members 
Entering Unmasked Estep 
Score: -21035018.000000 Penalty: 5956.529785
	Iteration 65Q: 3 clusters Score -2.103502e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 163218 members 
Entering Unmasked Estep 
Score: -21035030.000000 Penalty: 5956.529785
	Iteration 66Q: 3 clusters Score -2.103503e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 163230 members 
Entering Unmasked Estep 
Score: -21035026.000000 Penalty: 5956.529785
	Iteration 67Q: 3 clusters Score -2.103503e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 163243 members 
Entering Unmasked Estep 
Score: -21035024.000000 Penalty: 5956.529785
	Iteration 68Q: 3 clusters Score -2.103502e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 163260 members 
Entering Unmasked Estep 
Score: -21035024.000000 Penalty: 5956.529785
	Iteration 69Q: 3 clusters Score -2.103502e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 163271 members 
Entering Unmasked Estep 
Score: -21035068.000000 Penalty: 5956.529785
	Iteration 70Q: 3 clusters Score -2.103507e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 163279 members 
Entering Unmasked Estep 
Score: -21035066.000000 Penalty: 5956.529785
	Iteration 71Q: 3 clusters Score -2.103507e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 163289 members 
Entering Unmasked Estep 
Score: -21035080.000000 Penalty: 5956.529785
	Iteration 72Q: 3 clusters Score -2.103508e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 163295 members 
Entering Unmasked Estep 
Score: -21035072.000000 Penalty: 5956.529785
	Iteration 73Q: 3 clusters Score -2.103507e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 163299 members 
Entering Unmasked Estep 
Score: -21035074.000000 Penalty: 5956.529785
	Iteration 74Q: 3 clusters Score -2.103507e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 163312 members 
Entering Unmasked Estep 
Score: -21035106.000000 Penalty: 5956.529785
	Iteration 75Q: 3 clusters Score -2.103511e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 163316 members 
Entering Unmasked Estep 
Score: -21035112.000000 Penalty: 5956.529785
	Iteration 76Q: 3 clusters Score -2.103511e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 163325 members 
Entering Unmasked Estep 
Score: -21035108.000000 Penalty: 5956.529785
	Iteration 77Q: 3 clusters Score -2.103511e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 163330 members 
Entering Unmasked Estep 
Score: -21035118.000000 Penalty: 5956.529785
	Iteration 78Q: 3 clusters Score -2.103512e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 163336 members 
Entering Unmasked Estep 
Score: -21035118.000000 Penalty: 5956.529785
	Iteration 79Q: 3 clusters Score -2.103512e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 163341 members 
Entering Unmasked Estep 
Score: -21035132.000000 Penalty: 5956.529785
	Iteration 80F: 3 clusters Score -2.103513e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 163349 members 
Entering Unmasked Estep 
Score: -21035134.000000 Penalty: 5956.529785
	Iteration 81Q: 3 clusters Score -2.103513e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 163353 members 
Entering Unmasked Estep 
Score: -21035114.000000 Penalty: 5956.529785
	Iteration 82Q: 3 clusters Score -2.103511e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 163357 members 
Entering Unmasked Estep 
Score: -21035126.000000 Penalty: 5956.529785
	Iteration 83Q: 3 clusters Score -2.103513e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 163362 members 
Entering Unmasked Estep 
Score: -21035136.000000 Penalty: 5956.529785
	Iteration 84Q: 3 clusters Score -2.103514e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 163372 members 
Entering Unmasked Estep 
Score: -21035120.000000 Penalty: 5956.529785
	Iteration 85Q: 3 clusters Score -2.103512e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 163374 members 
Entering Unmasked Estep 
Score: -21035134.000000 Penalty: 5956.529785
	Iteration 86Q: 3 clusters Score -2.103513e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 163371 members 
Entering Unmasked Estep 
Score: -21035158.000000 Penalty: 5956.529785
	Iteration 87Q: 3 clusters Score -2.103516e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 163370 members 
Entering Unmasked Estep 
Score: -21035150.000000 Penalty: 5956.529785
	Iteration 88Q: 3 clusters Score -2.103515e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 163370 members 
Entering Unmasked Estep 
Score: -21035160.000000 Penalty: 5956.529785
	Iteration 89Q: 3 clusters Score -2.103516e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 163367 members 
Entering Unmasked Estep 
Score: -21035168.000000 Penalty: 5956.529785
	Iteration 90Q: 3 clusters Score -2.103517e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 163368 members 
Entering Unmasked Estep 
Score: -21035168.000000 Penalty: 5956.529785
	Iteration 91Q: 3 clusters Score -2.103517e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 163371 members 
Entering Unmasked Estep 
Score: -21035162.000000 Penalty: 5956.529785
	Iteration 92Q: 3 clusters Score -2.103516e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 163374 members 
Entering Unmasked Estep 
Score: -21035160.000000 Penalty: 5956.529785
	Iteration 93Q: 3 clusters Score -2.103516e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 163375 members 
Entering Unmasked Estep 
Score: -21035168.000000 Penalty: 5956.529785
	Iteration 94Q: 3 clusters Score -2.103517e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 163376 members 
Entering Unmasked Estep 
Score: -21035168.000000 Penalty: 5956.529785
	Iteration 95Q: 3 clusters Score -2.103517e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 163377 members 
Entering Unmasked Estep 
Score: -21035176.000000 Penalty: 5956.529785
	Iteration 96Q: 3 clusters Score -2.103518e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 163382 members 
Entering Unmasked Estep 
Score: -21035176.000000 Penalty: 5956.529785
	Iteration 97Q: 3 clusters Score -2.103518e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 163386 members 
Entering Unmasked Estep 
Score: -21035174.000000 Penalty: 5956.529785
	Iteration 98Q: 3 clusters Score -2.103517e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 163388 members 
Entering Unmasked Estep 
Score: -21035172.000000 Penalty: 5956.529785
	Iteration 99Q: 3 clusters Score -2.103517e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 163388 members 
Entering Unmasked Estep 
Score: -21035180.000000 Penalty: 5956.529785
	Iteration 100F: 3 clusters Score -2.103518e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 163390 members 
Entering Unmasked Estep 
Score: -21035184.000000 Penalty: 5956.529785
	Iteration 101Q: 3 clusters Score -2.103518e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 163393 members 
Entering Unmasked Estep 
Score: -21035192.000000 Penalty: 5956.529785
	Iteration 102Q: 3 clusters Score -2.103519e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 163393 members 
Entering Unmasked Estep 
Score: -21035194.000000 Penalty: 5956.529785
	Iteration 103Q: 3 clusters Score -2.103519e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 163396 members 
Entering Unmasked Estep 
Score: -21035190.000000 Penalty: 5956.529785
	Iteration 104Q: 3 clusters Score -2.103519e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 163396 members 
Entering Unmasked Estep 
Score: -21035196.000000 Penalty: 5956.529785
	Iteration 105Q: 3 clusters Score -2.10352e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 163399 members 
Entering Unmasked Estep 
Score: -21035206.000000 Penalty: 5956.529785
	Iteration 106Q: 3 clusters Score -2.103521e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 163400 members 
Entering Unmasked Estep 
Score: -21035200.000000 Penalty: 5956.529785
	Iteration 107Q: 3 clusters Score -2.10352e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 163402 members 
Entering Unmasked Estep 
Score: -21035210.000000 Penalty: 5956.529785
	Iteration 108Q: 3 clusters Score -2.103521e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 163404 members 
Entering Unmasked Estep 
Score: -21035220.000000 Penalty: 5956.529785
	Iteration 109Q: 3 clusters Score -2.103522e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 163405 members 
Entering Unmasked Estep 
Score: -21035204.000000 Penalty: 5956.529785
	Iteration 110Q: 3 clusters Score -2.10352e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 163406 members 
Entering Unmasked Estep 
Score: -21035200.000000 Penalty: 5956.529785
	Iteration 111Q: 3 clusters Score -2.10352e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 163407 members 
Entering Unmasked Estep 
Score: -21035200.000000 Penalty: 5956.529785
	Iteration 112Q: 3 clusters Score -2.10352e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 163408 members 
Entering Unmasked Estep 
Score: -21035210.000000 Penalty: 5956.529785
	Iteration 113Q: 3 clusters Score -2.103521e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 163409 members 
Entering Unmasked Estep 
Score: -21035206.000000 Penalty: 5956.529785
	Iteration 114Q: 3 clusters Score -2.103521e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 163409 members 
Entering Unmasked Estep 
Score: -21035206.000000 Penalty: 5956.529785
	Iteration 115F: 3 clusters Score -2.103521e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (8339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Entering Unmasked Estep 
Score: -1057682.875000 Penalty: 2239.117432
	Iteration 0F: 2 clusters Score -1057683 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -1051016.375000 Penalty: 4478.234863
	Iteration 0F: 3 clusters Score -1051016 nChanged 3369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -1052868.875000 Penalty: 4478.234863
	Iteration 1F: 3 clusters Score -1052869 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -1053124.125000 Penalty: 4478.234863
	Iteration 2F: 3 clusters Score -1053124 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -1053301.875000 Penalty: 4478.234863
	Iteration 3Q: 3 clusters Score -1053302 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -1053460.875000 Penalty: 4478.234863
	Iteration 4Q: 3 clusters Score -1053461 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -1053613.875000 Penalty: 4478.234863
	Iteration 5Q: 3 clusters Score -1053614 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -1053762.000000 Penalty: 4478.234863
	Iteration 6Q: 3 clusters Score -1053762 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -1053913.500000 Penalty: 4478.234863
	Iteration 7Q: 3 clusters Score -1053914 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -1054054.750000 Penalty: 4478.234863
	Iteration 8Q: 3 clusters Score -1054055 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -1054198.625000 Penalty: 4478.234863
	Iteration 9Q: 3 clusters Score -1054199 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -1054356.000000 Penalty: 4478.234863
	Iteration 10Q: 3 clusters Score -1054356 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -1054565.750000 Penalty: 4478.234863
	Iteration 11Q: 3 clusters Score -1054566 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -1054777.875000 Penalty: 4478.234863
	Iteration 12Q: 3 clusters Score -1054778 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -1055022.750000 Penalty: 4478.234863
	Iteration 13Q: 3 clusters Score -1055023 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -1055299.250000 Penalty: 4478.234863
	Iteration 14Q: 3 clusters Score -1055299 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -1055556.000000 Penalty: 4478.234863
	Iteration 15Q: 3 clusters Score -1055556 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -1055748.750000 Penalty: 4478.234863
	Iteration 16Q: 3 clusters Score -1055749 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -1055900.750000 Penalty: 4478.234863
	Iteration 17Q: 3 clusters Score -1055901 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -1056006.250000 Penalty: 4478.234863
	Iteration 18Q: 3 clusters Score -1056006 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -1056117.375000 Penalty: 4478.234863
	Iteration 19Q: 3 clusters Score -1056117 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -1056227.625000 Penalty: 4478.234863
	Iteration 20F: 3 clusters Score -1056228 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -1056358.125000 Penalty: 4478.234863
	Iteration 21Q: 3 clusters Score -1056358 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -1056509.750000 Penalty: 4478.234863
	Iteration 22Q: 3 clusters Score -1056510 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -1056642.125000 Penalty: 4478.234863
	Iteration 23Q: 3 clusters Score -1056642 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -1056736.625000 Penalty: 4478.234863
	Iteration 24Q: 3 clusters Score -1056737 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -1056792.250000 Penalty: 4478.234863
	Iteration 25Q: 3 clusters Score -1056792 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -1056829.875000 Penalty: 4478.234863
	Iteration 26Q: 3 clusters Score -1056830 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -1056847.750000 Penalty: 4478.234863
	Iteration 27Q: 3 clusters Score -1056848 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -1056862.250000 Penalty: 4478.234863
	Iteration 28Q: 3 clusters Score -1056862 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -1056875.125000 Penalty: 4478.234863
	Iteration 29Q: 3 clusters Score -1056875 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -1056882.250000 Penalty: 4478.234863
	Iteration 30Q: 3 clusters Score -1056882 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -1056889.500000 Penalty: 4478.234863
	Iteration 31Q: 3 clusters Score -1056890 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -1056905.250000 Penalty: 4478.234863
	Iteration 32Q: 3 clusters Score -1056905 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -1056917.250000 Penalty: 4478.234863
	Iteration 33Q: 3 clusters Score -1056917 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -1056929.250000 Penalty: 4478.234863
	Iteration 34Q: 3 clusters Score -1056929 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -1056933.625000 Penalty: 4478.234863
	Iteration 35Q: 3 clusters Score -1056934 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -1056937.875000 Penalty: 4478.234863
	Iteration 36Q: 3 clusters Score -1056938 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -1056943.000000 Penalty: 4478.234863
	Iteration 37Q: 3 clusters Score -1056943 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -1056944.500000 Penalty: 4478.234863
	Iteration 38Q: 3 clusters Score -1056944 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -1056944.375000 Penalty: 4478.234863
	Iteration 39Q: 3 clusters Score -1056944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -1056943.625000 Penalty: 4478.234863
	Iteration 40F: 3 clusters Score -1056944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -1056947.125000 Penalty: 4478.234863
	Iteration 41Q: 3 clusters Score -1056947 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -1056948.875000 Penalty: 4478.234863
	Iteration 42Q: 3 clusters Score -1056949 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -1056948.375000 Penalty: 4478.234863
	Iteration 43Q: 3 clusters Score -1056948 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -1056948.750000 Penalty: 4478.234863
	Iteration 44Q: 3 clusters Score -1056949 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -1056949.500000 Penalty: 4478.234863
	Iteration 45Q: 3 clusters Score -1056950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -1056949.875000 Penalty: 4478.234863
	Iteration 46Q: 3 clusters Score -1056950 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -1056952.250000 Penalty: 4478.234863
	Iteration 47Q: 3 clusters Score -1056952 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -1056951.000000 Penalty: 4478.234863
	Iteration 48Q: 3 clusters Score -1056951 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -1056951.000000 Penalty: 4478.234863
	Iteration 49F: 3 clusters Score -1056951 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (4265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Entering Unmasked Estep 
Score: -521361.375000 Penalty: 2072.833008
	Iteration 0F: 2 clusters Score -521361.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -517270.968750 Penalty: 4145.666016
	Iteration 0F: 3 clusters Score -517271 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -518232.218750 Penalty: 4145.666016
	Iteration 1F: 3 clusters Score -518232.2 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -518446.062500 Penalty: 4145.666016
	Iteration 2F: 3 clusters Score -518446.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -518566.437500 Penalty: 4145.666016
	Iteration 3Q: 3 clusters Score -518566.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -518631.218750 Penalty: 4145.666016
	Iteration 4Q: 3 clusters Score -518631.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -518685.062500 Penalty: 4145.666016
	Iteration 5Q: 3 clusters Score -518685.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -518733.312500 Penalty: 4145.666016
	Iteration 6Q: 3 clusters Score -518733.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -518786.250000 Penalty: 4145.666016
	Iteration 7Q: 3 clusters Score -518786.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -518841.406250 Penalty: 4145.666016
	Iteration 8Q: 3 clusters Score -518841.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -518897.968750 Penalty: 4145.666016
	Iteration 9Q: 3 clusters Score -518898 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -518952.875000 Penalty: 4145.666016
	Iteration 10Q: 3 clusters Score -518952.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -519027.375000 Penalty: 4145.666016
	Iteration 11Q: 3 clusters Score -519027.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -519116.500000 Penalty: 4145.666016
	Iteration 12Q: 3 clusters Score -519116.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -519203.625000 Penalty: 4145.666016
	Iteration 13Q: 3 clusters Score -519203.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -519280.843750 Penalty: 4145.666016
	Iteration 14Q: 3 clusters Score -519280.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -519356.625000 Penalty: 4145.666016
	Iteration 15Q: 3 clusters Score -519356.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -519456.781250 Penalty: 4145.666016
	Iteration 16Q: 3 clusters Score -519456.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -519572.937500 Penalty: 4145.666016
	Iteration 17Q: 3 clusters Score -519572.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -519694.281250 Penalty: 4145.666016
	Iteration 18Q: 3 clusters Score -519694.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -519846.937500 Penalty: 4145.666016
	Iteration 19Q: 3 clusters Score -519846.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -519962.593750 Penalty: 4145.666016
	Iteration 20F: 3 clusters Score -519962.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -520080.437500 Penalty: 4145.666016
	Iteration 21Q: 3 clusters Score -520080.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -520198.812500 Penalty: 4145.666016
	Iteration 22Q: 3 clusters Score -520198.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -520292.625000 Penalty: 4145.666016
	Iteration 23Q: 3 clusters Score -520292.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -520366.687500 Penalty: 4145.666016
	Iteration 24Q: 3 clusters Score -520366.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -520424.406250 Penalty: 4145.666016
	Iteration 25Q: 3 clusters Score -520424.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -520469.718750 Penalty: 4145.666016
	Iteration 26Q: 3 clusters Score -520469.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -520501.843750 Penalty: 4145.666016
	Iteration 27Q: 3 clusters Score -520501.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -520522.750000 Penalty: 4145.666016
	Iteration 28Q: 3 clusters Score -520522.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -520545.500000 Penalty: 4145.666016
	Iteration 29Q: 3 clusters Score -520545.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -520561.687500 Penalty: 4145.666016
	Iteration 30Q: 3 clusters Score -520561.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -520576.968750 Penalty: 4145.666016
	Iteration 31Q: 3 clusters Score -520577 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -520587.625000 Penalty: 4145.666016
	Iteration 32Q: 3 clusters Score -520587.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -520592.312500 Penalty: 4145.666016
	Iteration 33Q: 3 clusters Score -520592.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -520593.625000 Penalty: 4145.666016
	Iteration 34Q: 3 clusters Score -520593.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -520597.375000 Penalty: 4145.666016
	Iteration 35Q: 3 clusters Score -520597.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -520601.656250 Penalty: 4145.666016
	Iteration 36Q: 3 clusters Score -520601.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -520608.343750 Penalty: 4145.666016
	Iteration 37Q: 3 clusters Score -520608.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -520612.687500 Penalty: 4145.666016
	Iteration 38Q: 3 clusters Score -520612.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -520615.437500 Penalty: 4145.666016
	Iteration 39Q: 3 clusters Score -520615.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -520617.406250 Penalty: 4145.666016
	Iteration 40F: 3 clusters Score -520617.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -520620.625000 Penalty: 4145.666016
	Iteration 41Q: 3 clusters Score -520620.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -520623.531250 Penalty: 4145.666016
	Iteration 42Q: 3 clusters Score -520623.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -520626.593750 Penalty: 4145.666016
	Iteration 43Q: 3 clusters Score -520626.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -520627.968750 Penalty: 4145.666016
	Iteration 44Q: 3 clusters Score -520628 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -520629.906250 Penalty: 4145.666016
	Iteration 45Q: 3 clusters Score -520629.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -520632.125000 Penalty: 4145.666016
	Iteration 46Q: 3 clusters Score -520632.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -520633.812500 Penalty: 4145.666016
	Iteration 47Q: 3 clusters Score -520633.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -520635.875000 Penalty: 4145.666016
	Iteration 48Q: 3 clusters Score -520635.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -520640.562500 Penalty: 4145.666016
	Iteration 49Q: 3 clusters Score -520640.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -520647.593750 Penalty: 4145.666016
	Iteration 50Q: 3 clusters Score -520647.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -520652.781250 Penalty: 4145.666016
	Iteration 51Q: 3 clusters Score -520652.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -520653.937500 Penalty: 4145.666016
	Iteration 52Q: 3 clusters Score -520653.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -520657.062500 Penalty: 4145.666016
	Iteration 53Q: 3 clusters Score -520657.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -520656.968750 Penalty: 4145.666016
	Iteration 54Q: 3 clusters Score -520657 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -520659.062500 Penalty: 4145.666016
	Iteration 55Q: 3 clusters Score -520659.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -520661.531250 Penalty: 4145.666016
	Iteration 56Q: 3 clusters Score -520661.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -520663.593750 Penalty: 4145.666016
	Iteration 57Q: 3 clusters Score -520663.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -520665.968750 Penalty: 4145.666016
	Iteration 58Q: 3 clusters Score -520666 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -520667.968750 Penalty: 4145.666016
	Iteration 59Q: 3 clusters Score -520668 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -520669.156250 Penalty: 4145.666016
	Iteration 60F: 3 clusters Score -520669.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -520669.593750 Penalty: 4145.666016
	Iteration 61Q: 3 clusters Score -520669.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -520671.406250 Penalty: 4145.666016
	Iteration 62Q: 3 clusters Score -520671.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -520671.968750 Penalty: 4145.666016
	Iteration 63Q: 3 clusters Score -520672 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -520671.843750 Penalty: 4145.666016
	Iteration 64Q: 3 clusters Score -520671.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -520673.062500 Penalty: 4145.666016
	Iteration 65Q: 3 clusters Score -520673.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -520673.187500 Penalty: 4145.666016
	Iteration 66Q: 3 clusters Score -520673.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -520674.375000 Penalty: 4145.666016
	Iteration 67Q: 3 clusters Score -520674.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -520676.062500 Penalty: 4145.666016
	Iteration 68Q: 3 clusters Score -520676.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -520677.375000 Penalty: 4145.666016
	Iteration 69Q: 3 clusters Score -520677.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -520680.468750 Penalty: 4145.666016
	Iteration 70Q: 3 clusters Score -520680.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -520681.437500 Penalty: 4145.666016
	Iteration 71Q: 3 clusters Score -520681.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -520682.093750 Penalty: 4145.666016
	Iteration 72Q: 3 clusters Score -520682.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -520682.468750 Penalty: 4145.666016
	Iteration 73Q: 3 clusters Score -520682.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -520685.125000 Penalty: 4145.666016
	Iteration 74Q: 3 clusters Score -520685.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -520684.093750 Penalty: 4145.666016
	Iteration 75Q: 3 clusters Score -520684.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -520686.625000 Penalty: 4145.666016
	Iteration 76Q: 3 clusters Score -520686.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -520688.187500 Penalty: 4145.666016
	Iteration 77Q: 3 clusters Score -520688.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -520687.781250 Penalty: 4145.666016
	Iteration 78Q: 3 clusters Score -520687.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -520687.781250 Penalty: 4145.666016
	Iteration 79F: 3 clusters Score -520687.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (5324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Entering Unmasked Estep 
Score: -669156.375000 Penalty: 2127.834961
	Iteration 0F: 2 clusters Score -669156.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -664395.187500 Penalty: 4255.669922
	Iteration 0F: 3 clusters Score -664395.2 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -665531.562500 Penalty: 4255.669922
	Iteration 1F: 3 clusters Score -665531.6 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -665755.437500 Penalty: 4255.669922
	Iteration 2F: 3 clusters Score -665755.4 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -665885.812500 Penalty: 4255.669922
	Iteration 3Q: 3 clusters Score -665885.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -665980.562500 Penalty: 4255.669922
	Iteration 4Q: 3 clusters Score -665980.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -666040.750000 Penalty: 4255.669922
	Iteration 5Q: 3 clusters Score -666040.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -666092.125000 Penalty: 4255.669922
	Iteration 6Q: 3 clusters Score -666092.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -666138.812500 Penalty: 4255.669922
	Iteration 7Q: 3 clusters Score -666138.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -666181.312500 Penalty: 4255.669922
	Iteration 8Q: 3 clusters Score -666181.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -666214.625000 Penalty: 4255.669922
	Iteration 9Q: 3 clusters Score -666214.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -666240.687500 Penalty: 4255.669922
	Iteration 10Q: 3 clusters Score -666240.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -666261.375000 Penalty: 4255.669922
	Iteration 11Q: 3 clusters Score -666261.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -666284.062500 Penalty: 4255.669922
	Iteration 12Q: 3 clusters Score -666284.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -666300.000000 Penalty: 4255.669922
	Iteration 13Q: 3 clusters Score -666300 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -666317.250000 Penalty: 4255.669922
	Iteration 14Q: 3 clusters Score -666317.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -666335.375000 Penalty: 4255.669922
	Iteration 15Q: 3 clusters Score -666335.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -666350.875000 Penalty: 4255.669922
	Iteration 16Q: 3 clusters Score -666350.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -666370.250000 Penalty: 4255.669922
	Iteration 17Q: 3 clusters Score -666370.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -666394.937500 Penalty: 4255.669922
	Iteration 18Q: 3 clusters Score -666394.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -666419.187500 Penalty: 4255.669922
	Iteration 19Q: 3 clusters Score -666419.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -666443.375000 Penalty: 4255.669922
	Iteration 20F: 3 clusters Score -666443.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -666464.750000 Penalty: 4255.669922
	Iteration 21Q: 3 clusters Score -666464.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -666482.875000 Penalty: 4255.669922
	Iteration 22Q: 3 clusters Score -666482.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -666500.750000 Penalty: 4255.669922
	Iteration 23Q: 3 clusters Score -666500.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -666530.437500 Penalty: 4255.669922
	Iteration 24Q: 3 clusters Score -666530.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -666562.312500 Penalty: 4255.669922
	Iteration 25Q: 3 clusters Score -666562.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -666592.875000 Penalty: 4255.669922
	Iteration 26Q: 3 clusters Score -666592.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -666630.687500 Penalty: 4255.669922
	Iteration 27Q: 3 clusters Score -666630.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -666660.500000 Penalty: 4255.669922
	Iteration 28Q: 3 clusters Score -666660.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -666691.125000 Penalty: 4255.669922
	Iteration 29Q: 3 clusters Score -666691.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -666718.250000 Penalty: 4255.669922
	Iteration 30Q: 3 clusters Score -666718.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -666752.625000 Penalty: 4255.669922
	Iteration 31Q: 3 clusters Score -666752.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -666783.687500 Penalty: 4255.669922
	Iteration 32Q: 3 clusters Score -666783.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -666809.937500 Penalty: 4255.669922
	Iteration 33Q: 3 clusters Score -666809.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -666830.937500 Penalty: 4255.669922
	Iteration 34Q: 3 clusters Score -666830.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -666865.062500 Penalty: 4255.669922
	Iteration 35Q: 3 clusters Score -666865.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -666892.750000 Penalty: 4255.669922
	Iteration 36Q: 3 clusters Score -666892.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -666914.625000 Penalty: 4255.669922
	Iteration 37Q: 3 clusters Score -666914.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -666941.375000 Penalty: 4255.669922
	Iteration 38Q: 3 clusters Score -666941.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -666969.125000 Penalty: 4255.669922
	Iteration 39Q: 3 clusters Score -666969.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -666993.125000 Penalty: 4255.669922
	Iteration 40F: 3 clusters Score -666993.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -667015.250000 Penalty: 4255.669922
	Iteration 41Q: 3 clusters Score -667015.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -667033.437500 Penalty: 4255.669922
	Iteration 42Q: 3 clusters Score -667033.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -667052.687500 Penalty: 4255.669922
	Iteration 43Q: 3 clusters Score -667052.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -667069.625000 Penalty: 4255.669922
	Iteration 44Q: 3 clusters Score -667069.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -667080.500000 Penalty: 4255.669922
	Iteration 45Q: 3 clusters Score -667080.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -667092.062500 Penalty: 4255.669922
	Iteration 46Q: 3 clusters Score -667092.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -667106.500000 Penalty: 4255.669922
	Iteration 47Q: 3 clusters Score -667106.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -667116.250000 Penalty: 4255.669922
	Iteration 48Q: 3 clusters Score -667116.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -667129.750000 Penalty: 4255.669922
	Iteration 49Q: 3 clusters Score -667129.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -667142.125000 Penalty: 4255.669922
	Iteration 50Q: 3 clusters Score -667142.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -667158.125000 Penalty: 4255.669922
	Iteration 51Q: 3 clusters Score -667158.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -667169.625000 Penalty: 4255.669922
	Iteration 52Q: 3 clusters Score -667169.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -667180.875000 Penalty: 4255.669922
	Iteration 53Q: 3 clusters Score -667180.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -667194.062500 Penalty: 4255.669922
	Iteration 54Q: 3 clusters Score -667194.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -667200.937500 Penalty: 4255.669922
	Iteration 55Q: 3 clusters Score -667200.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -667207.375000 Penalty: 4255.669922
	Iteration 56Q: 3 clusters Score -667207.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -667216.750000 Penalty: 4255.669922
	Iteration 57Q: 3 clusters Score -667216.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -667225.250000 Penalty: 4255.669922
	Iteration 58Q: 3 clusters Score -667225.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -667232.875000 Penalty: 4255.669922
	Iteration 59Q: 3 clusters Score -667232.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -667240.000000 Penalty: 4255.669922
	Iteration 60F: 3 clusters Score -667240 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -667244.562500 Penalty: 4255.669922
	Iteration 61Q: 3 clusters Score -667244.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -667248.625000 Penalty: 4255.669922
	Iteration 62Q: 3 clusters Score -667248.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -667252.687500 Penalty: 4255.669922
	Iteration 63Q: 3 clusters Score -667252.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -667260.312500 Penalty: 4255.669922
	Iteration 64Q: 3 clusters Score -667260.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -667266.875000 Penalty: 4255.669922
	Iteration 65Q: 3 clusters Score -667266.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -667271.312500 Penalty: 4255.669922
	Iteration 66Q: 3 clusters Score -667271.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -667271.000000 Penalty: 4255.669922
	Iteration 67Q: 3 clusters Score -667271 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -667272.437500 Penalty: 4255.669922
	Iteration 68Q: 3 clusters Score -667272.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -667272.437500 Penalty: 4255.669922
	Iteration 69F: 3 clusters Score -667272.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (2913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Entering Unmasked Estep 
Score: -378468.750000 Penalty: 1978.280762
	Iteration 0F: 2 clusters Score -378468.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -375260.250000 Penalty: 3956.561523
	Iteration 0F: 3 clusters Score -375260.2 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -375876.156250 Penalty: 3956.561523
	Iteration 1F: 3 clusters Score -375876.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -376020.281250 Penalty: 3956.561523
	Iteration 2F: 3 clusters Score -376020.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -376095.625000 Penalty: 3956.561523
	Iteration 3Q: 3 clusters Score -376095.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -376130.593750 Penalty: 3956.561523
	Iteration 4Q: 3 clusters Score -376130.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -376151.375000 Penalty: 3956.561523
	Iteration 5Q: 3 clusters Score -376151.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -376172.437500 Penalty: 3956.561523
	Iteration 6Q: 3 clusters Score -376172.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -376192.468750 Penalty: 3956.561523
	Iteration 7Q: 3 clusters Score -376192.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -376211.593750 Penalty: 3956.561523
	Iteration 8Q: 3 clusters Score -376211.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -376225.250000 Penalty: 3956.561523
	Iteration 9Q: 3 clusters Score -376225.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -376232.593750 Penalty: 3956.561523
	Iteration 10Q: 3 clusters Score -376232.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -376238.062500 Penalty: 3956.561523
	Iteration 11Q: 3 clusters Score -376238.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -376243.593750 Penalty: 3956.561523
	Iteration 12Q: 3 clusters Score -376243.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -376249.343750 Penalty: 3956.561523
	Iteration 13Q: 3 clusters Score -376249.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -376258.718750 Penalty: 3956.561523
	Iteration 14Q: 3 clusters Score -376258.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -376264.812500 Penalty: 3956.561523
	Iteration 15Q: 3 clusters Score -376264.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -376271.750000 Penalty: 3956.561523
	Iteration 16Q: 3 clusters Score -376271.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -376279.062500 Penalty: 3956.561523
	Iteration 17Q: 3 clusters Score -376279.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -376289.281250 Penalty: 3956.561523
	Iteration 18Q: 3 clusters Score -376289.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -376297.750000 Penalty: 3956.561523
	Iteration 19Q: 3 clusters Score -376297.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -376309.875000 Penalty: 3956.561523
	Iteration 20F: 3 clusters Score -376309.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -376317.531250 Penalty: 3956.561523
	Iteration 21Q: 3 clusters Score -376317.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -376321.375000 Penalty: 3956.561523
	Iteration 22Q: 3 clusters Score -376321.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -376325.906250 Penalty: 3956.561523
	Iteration 23Q: 3 clusters Score -376325.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -376327.812500 Penalty: 3956.561523
	Iteration 24Q: 3 clusters Score -376327.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -376327.812500 Penalty: 3956.561523
	Iteration 25F: 3 clusters Score -376327.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (3709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Entering Unmasked Estep 
Score: -461842.687500 Penalty: 2038.192261
	Iteration 0F: 2 clusters Score -461842.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -458153.312500 Penalty: 4076.384521
	Iteration 0F: 3 clusters Score -458153.3 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -458958.250000 Penalty: 4076.384521
	Iteration 1F: 3 clusters Score -458958.2 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -459126.281250 Penalty: 4076.384521
	Iteration 2F: 3 clusters Score -459126.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -459224.375000 Penalty: 4076.384521
	Iteration 3Q: 3 clusters Score -459224.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -459299.562500 Penalty: 4076.384521
	Iteration 4Q: 3 clusters Score -459299.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -459347.468750 Penalty: 4076.384521
	Iteration 5Q: 3 clusters Score -459347.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -459392.218750 Penalty: 4076.384521
	Iteration 6Q: 3 clusters Score -459392.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -459430.812500 Penalty: 4076.384521
	Iteration 7Q: 3 clusters Score -459430.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -459456.593750 Penalty: 4076.384521
	Iteration 8Q: 3 clusters Score -459456.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -459481.125000 Penalty: 4076.384521
	Iteration 9Q: 3 clusters Score -459481.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -459497.968750 Penalty: 4076.384521
	Iteration 10Q: 3 clusters Score -459498 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -459509.625000 Penalty: 4076.384521
	Iteration 11Q: 3 clusters Score -459509.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -459518.968750 Penalty: 4076.384521
	Iteration 12Q: 3 clusters Score -459519 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -459523.812500 Penalty: 4076.384521
	Iteration 13Q: 3 clusters Score -459523.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -459532.437500 Penalty: 4076.384521
	Iteration 14Q: 3 clusters Score -459532.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -459536.562500 Penalty: 4076.384521
	Iteration 15Q: 3 clusters Score -459536.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -459543.562500 Penalty: 4076.384521
	Iteration 16Q: 3 clusters Score -459543.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -459550.593750 Penalty: 4076.384521
	Iteration 17Q: 3 clusters Score -459550.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -459556.593750 Penalty: 4076.384521
	Iteration 18Q: 3 clusters Score -459556.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -459561.875000 Penalty: 4076.384521
	Iteration 19Q: 3 clusters Score -459561.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -459568.250000 Penalty: 4076.384521
	Iteration 20F: 3 clusters Score -459568.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -459576.687500 Penalty: 4076.384521
	Iteration 21Q: 3 clusters Score -459576.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -459582.843750 Penalty: 4076.384521
	Iteration 22Q: 3 clusters Score -459582.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -459594.375000 Penalty: 4076.384521
	Iteration 23Q: 3 clusters Score -459594.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -459603.906250 Penalty: 4076.384521
	Iteration 24Q: 3 clusters Score -459603.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -459610.375000 Penalty: 4076.384521
	Iteration 25Q: 3 clusters Score -459610.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -459618.812500 Penalty: 4076.384521
	Iteration 26Q: 3 clusters Score -459618.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -459626.156250 Penalty: 4076.384521
	Iteration 27Q: 3 clusters Score -459626.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -459631.187500 Penalty: 4076.384521
	Iteration 28Q: 3 clusters Score -459631.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -459637.500000 Penalty: 4076.384521
	Iteration 29Q: 3 clusters Score -459637.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -459642.968750 Penalty: 4076.384521
	Iteration 30Q: 3 clusters Score -459643 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -459647.625000 Penalty: 4076.384521
	Iteration 31Q: 3 clusters Score -459647.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -459652.437500 Penalty: 4076.384521
	Iteration 32Q: 3 clusters Score -459652.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -459658.593750 Penalty: 4076.384521
	Iteration 33Q: 3 clusters Score -459658.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -459666.218750 Penalty: 4076.384521
	Iteration 34Q: 3 clusters Score -459666.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -459670.406250 Penalty: 4076.384521
	Iteration 35Q: 3 clusters Score -459670.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -459675.625000 Penalty: 4076.384521
	Iteration 36Q: 3 clusters Score -459675.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -459681.937500 Penalty: 4076.384521
	Iteration 37Q: 3 clusters Score -459681.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -459685.875000 Penalty: 4076.384521
	Iteration 38Q: 3 clusters Score -459685.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -459689.843750 Penalty: 4076.384521
	Iteration 39Q: 3 clusters Score -459689.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -459691.875000 Penalty: 4076.384521
	Iteration 40F: 3 clusters Score -459691.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -459695.375000 Penalty: 4076.384521
	Iteration 41Q: 3 clusters Score -459695.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -459698.812500 Penalty: 4076.384521
	Iteration 42Q: 3 clusters Score -459698.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -459704.875000 Penalty: 4076.384521
	Iteration 43Q: 3 clusters Score -459704.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -459712.000000 Penalty: 4076.384521
	Iteration 44Q: 3 clusters Score -459712 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -459718.218750 Penalty: 4076.384521
	Iteration 45Q: 3 clusters Score -459718.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -459723.687500 Penalty: 4076.384521
	Iteration 46Q: 3 clusters Score -459723.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -459732.343750 Penalty: 4076.384521
	Iteration 47Q: 3 clusters Score -459732.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -459737.875000 Penalty: 4076.384521
	Iteration 48Q: 3 clusters Score -459737.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -459741.656250 Penalty: 4076.384521
	Iteration 49Q: 3 clusters Score -459741.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -459749.625000 Penalty: 4076.384521
	Iteration 50Q: 3 clusters Score -459749.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -459754.718750 Penalty: 4076.384521
	Iteration 51Q: 3 clusters Score -459754.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -459760.031250 Penalty: 4076.384521
	Iteration 52Q: 3 clusters Score -459760 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -459764.187500 Penalty: 4076.384521
	Iteration 53Q: 3 clusters Score -459764.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -459767.437500 Penalty: 4076.384521
	Iteration 54Q: 3 clusters Score -459767.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -459771.343750 Penalty: 4076.384521
	Iteration 55Q: 3 clusters Score -459771.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -459775.062500 Penalty: 4076.384521
	Iteration 56Q: 3 clusters Score -459775.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -459779.375000 Penalty: 4076.384521
	Iteration 57Q: 3 clusters Score -459779.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -459781.750000 Penalty: 4076.384521
	Iteration 58Q: 3 clusters Score -459781.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -459782.437500 Penalty: 4076.384521
	Iteration 59Q: 3 clusters Score -459782.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -459782.437500 Penalty: 4076.384521
	Iteration 60F: 3 clusters Score -459782.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Entering Unmasked Estep 
Score: -33928.414062 Penalty: 1564.859741
	Iteration 0F: 2 clusters Score -33928.41 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 282 members 
Entering Unmasked Estep 
Score: -32564.015625 Penalty: 3129.719482
	Iteration 0F: 3 clusters Score -32564.02 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -33202.796875 Penalty: 3129.719482
	Iteration 1F: 3 clusters Score -33202.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -33459.355469 Penalty: 3129.719482
	Iteration 2F: 3 clusters Score -33459.36 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -33614.609375 Penalty: 3129.719482
	Iteration 3F: 3 clusters Score -33614.61 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -33732.000000 Penalty: 3129.719482
	Iteration 4F: 3 clusters Score -33732 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -33810.531250 Penalty: 3129.719482
	Iteration 5Q: 3 clusters Score -33810.53 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -33856.617188 Penalty: 3129.719482
	Iteration 6Q: 3 clusters Score -33856.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -33911.449219 Penalty: 3129.719482
	Iteration 7Q: 3 clusters Score -33911.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -33942.960938 Penalty: 3129.719482
	Iteration 8Q: 3 clusters Score -33942.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -33956.617188 Penalty: 3129.719482
	Iteration 9Q: 3 clusters Score -33956.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -33989.503906 Penalty: 3129.719482
	Iteration 10Q: 3 clusters Score -33989.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -33993.406250 Penalty: 3129.719482
	Iteration 11Q: 3 clusters Score -33993.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -33996.464844 Penalty: 3129.719482
	Iteration 12F: 3 clusters Score -33996.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -34039.867188 Penalty: 3129.719482
	Iteration 13Q: 3 clusters Score -34039.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -34053.871094 Penalty: 3129.719482
	Iteration 14Q: 3 clusters Score -34053.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -34078.648438 Penalty: 3129.719482
	Iteration 15Q: 3 clusters Score -34078.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -34083.863281 Penalty: 3129.719482
	Iteration 16Q: 3 clusters Score -34083.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -34111.773438 Penalty: 3129.719482
	Iteration 17Q: 3 clusters Score -34111.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -34122.582031 Penalty: 3129.719482
	Iteration 18Q: 3 clusters Score -34122.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -34128.613281 Penalty: 3129.719482
	Iteration 19Q: 3 clusters Score -34128.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -34128.613281 Penalty: 3129.719482
	Iteration 20F: 3 clusters Score -34128.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 52553 members 
Mstep: Class 3 contains 5280 members 
Mstep: Class 4 contains 27249 members 
Mstep: Class 5 contains 8286 members 
Mstep: Class 6 contains 4490 members 
Mstep: Class 7 contains 26582 members 
Mstep: Class 8 contains 751 members 
Mstep: Class 9 contains 10973 members 
Mstep: Class 10 contains 3040 members 
Mstep: Class 11 contains 37309 members 
Mstep: Class 12 contains 23336 members 
Mstep: Class 13 contains 215708 members 
Mstep: Class 14 contains 40995 members 
Mstep: Class 15 contains 685 members 
Mstep: Class 16 contains 29095 members 
Mstep: Class 17 contains 9366 members 
Mstep: Class 18 contains 14308 members 
Mstep: Class 19 contains 61584 members 
Mstep: Class 20 contains 10998 members 
Mstep: Class 21 contains 16567 members 
Mstep: Class 22 contains 2993 members 
Mstep: Class 23 contains 2570 members 
Mstep: Class 24 contains 18665 members 
Mstep: Class 25 contains 2068 members 
Mstep: Class 26 contains 22288 members 
Mstep: Class 27 contains 6174 members 
Mstep: Class 28 contains 4115 members 
Mstep: Class 29 contains 37122 members 
Mstep: Class 30 contains 4527 members 
Mstep: Class 31 contains 481 members 
Mstep: Class 32 contains 381 members 
Mstep: Class 33 contains 38551 members 
Mstep: Class 34 contains 605 members 
Mstep: Class 35 contains 8732 members 
Mstep: Class 36 contains 2453 members 
Mstep: Class 37 contains 164248 members 
Mstep: Class 38 contains 8339 members 
Mstep: Class 39 contains 4265 members 
Mstep: Class 40 contains 5324 members 
Mstep: Class 41 contains 2913 members 
Mstep: Class 42 contains 3709 members 
Mstep: Class 43 contains 404 members 
Mstep: Class 44 contains 3468 members 
Mstep: Class 45 contains 1907 members 
Mstep: Class 46 contains 392 members 
Mstep: Class 47 contains 5100 members 
Mstep: Class 48 contains 1822 members 
Mstep: Class 49 contains 4225 members 
Mstep: Class 50 contains 6309 members 
Mstep: Class 51 contains 175504 members 
Mstep: Class 52 contains 340 members 
Mstep: Class 53 contains 207 members 
Mstep: Class 54 contains 355 members 
Mstep: Class 55 contains 4301 members 
Mstep: Class 56 contains 2518 members 
Mstep: Class 57 contains 179 members 
Mstep: Class 58 contains 10459 members 
Mstep: Class 59 contains 647 members 
Mstep: Class 60 contains 17851 members 
Mstep: Class 61 contains 255 members 
Mstep: Class 62 contains 1152 members 
Mstep: Class 63 contains 438 members 
Mstep: Class 64 contains 344 members 
Mstep: Class 65 contains 613 members 
Mstep: Class 66 contains 876 members 
Mstep: Class 67 contains 188 members 
Mstep: Class 68 contains 326 members 
Mstep: Class 69 contains 164 members 
Mstep: Class 70 contains 306 members 
Mstep: Class 71 contains 913 members 
Mstep: Class 72 contains 436 members 
Mstep: Class 73 contains 379 members 
Mstep: Class 74 contains 226 members 
Mstep: Class 75 contains 500 members 
Mstep: Class 76 contains 228 members 
Mstep: Class 77 contains 397 members 
Mstep: Class 78 contains 492 members 
Mstep: Class 79 contains 1075 members 
Mstep: Class 80 contains 1219 members 
Mstep: Class 81 contains 1455 members 
Mstep: Class 82 contains 146 members 
Entering Unmasked Estep 
Score: -147553776.000000 Penalty: 284459.781250
Splitting cluster 43 changes total score from -147555280.000000 to -147553776.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 44 (3468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Entering Unmasked Estep 
Score: -443280.062500 Penalty: 2021.530518
	Iteration 0F: 2 clusters Score -443280.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -439756.125000 Penalty: 4043.061035
	Iteration 0F: 3 clusters Score -439756.1 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -440476.281250 Penalty: 4043.061035
	Iteration 1F: 3 clusters Score -440476.3 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -440635.937500 Penalty: 4043.061035
	Iteration 2F: 3 clusters Score -440635.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -440738.718750 Penalty: 4043.061035
	Iteration 3Q: 3 clusters Score -440738.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -440805.875000 Penalty: 4043.061035
	Iteration 4Q: 3 clusters Score -440805.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -440852.218750 Penalty: 4043.061035
	Iteration 5Q: 3 clusters Score -440852.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -440887.500000 Penalty: 4043.061035
	Iteration 6Q: 3 clusters Score -440887.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -440920.437500 Penalty: 4043.061035
	Iteration 7Q: 3 clusters Score -440920.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -440948.812500 Penalty: 4043.061035
	Iteration 8Q: 3 clusters Score -440948.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -440967.125000 Penalty: 4043.061035
	Iteration 9Q: 3 clusters Score -440967.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -440983.875000 Penalty: 4043.061035
	Iteration 10Q: 3 clusters Score -440983.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -440996.687500 Penalty: 4043.061035
	Iteration 11Q: 3 clusters Score -440996.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -441012.843750 Penalty: 4043.061035
	Iteration 12Q: 3 clusters Score -441012.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -441027.687500 Penalty: 4043.061035
	Iteration 13Q: 3 clusters Score -441027.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -441040.875000 Penalty: 4043.061035
	Iteration 14Q: 3 clusters Score -441040.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -441049.343750 Penalty: 4043.061035
	Iteration 15Q: 3 clusters Score -441049.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -441055.812500 Penalty: 4043.061035
	Iteration 16Q: 3 clusters Score -441055.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -441061.906250 Penalty: 4043.061035
	Iteration 17Q: 3 clusters Score -441061.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -441065.156250 Penalty: 4043.061035
	Iteration 18Q: 3 clusters Score -441065.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -441066.718750 Penalty: 4043.061035
	Iteration 19Q: 3 clusters Score -441066.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -441068.468750 Penalty: 4043.061035
	Iteration 20F: 3 clusters Score -441068.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -441070.875000 Penalty: 4043.061035
	Iteration 21Q: 3 clusters Score -441070.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -441072.750000 Penalty: 4043.061035
	Iteration 22Q: 3 clusters Score -441072.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -441073.875000 Penalty: 4043.061035
	Iteration 23Q: 3 clusters Score -441073.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -441075.812500 Penalty: 4043.061035
	Iteration 24Q: 3 clusters Score -441075.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -441077.156250 Penalty: 4043.061035
	Iteration 25Q: 3 clusters Score -441077.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -441078.562500 Penalty: 4043.061035
	Iteration 26Q: 3 clusters Score -441078.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -441078.625000 Penalty: 4043.061035
	Iteration 27Q: 3 clusters Score -441078.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -441082.250000 Penalty: 4043.061035
	Iteration 28Q: 3 clusters Score -441082.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -441085.031250 Penalty: 4043.061035
	Iteration 29Q: 3 clusters Score -441085 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -441089.218750 Penalty: 4043.061035
	Iteration 30Q: 3 clusters Score -441089.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -441090.750000 Penalty: 4043.061035
	Iteration 31Q: 3 clusters Score -441090.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -441092.625000 Penalty: 4043.061035
	Iteration 32Q: 3 clusters Score -441092.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -441092.781250 Penalty: 4043.061035
	Iteration 33Q: 3 clusters Score -441092.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -441094.000000 Penalty: 4043.061035
	Iteration 34Q: 3 clusters Score -441094 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -441096.000000 Penalty: 4043.061035
	Iteration 35Q: 3 clusters Score -441096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -441096.187500 Penalty: 4043.061035
	Iteration 36Q: 3 clusters Score -441096.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -441097.156250 Penalty: 4043.061035
	Iteration 37Q: 3 clusters Score -441097.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -441097.656250 Penalty: 4043.061035
	Iteration 38Q: 3 clusters Score -441097.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -441098.218750 Penalty: 4043.061035
	Iteration 39Q: 3 clusters Score -441098.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -441098.500000 Penalty: 4043.061035
	Iteration 40F: 3 clusters Score -441098.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -441099.187500 Penalty: 4043.061035
	Iteration 41Q: 3 clusters Score -441099.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -441099.187500 Penalty: 4043.061035
	Iteration 42F: 3 clusters Score -441099.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (1907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Entering Unmasked Estep 
Score: -239437.968750 Penalty: 1873.215088
	Iteration 0F: 2 clusters Score -239438 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 920 members 
Entering Unmasked Estep 
Score: -236891.562500 Penalty: 3746.430176
	Iteration 0F: 3 clusters Score -236891.6 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -237333.390625 Penalty: 3746.430176
	Iteration 1F: 3 clusters Score -237333.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -237454.203125 Penalty: 3746.430176
	Iteration 2F: 3 clusters Score -237454.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -237502.875000 Penalty: 3746.430176
	Iteration 3Q: 3 clusters Score -237502.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -237525.109375 Penalty: 3746.430176
	Iteration 4Q: 3 clusters Score -237525.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -237544.031250 Penalty: 3746.430176
	Iteration 5Q: 3 clusters Score -237544 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -237556.031250 Penalty: 3746.430176
	Iteration 6Q: 3 clusters Score -237556 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -237565.046875 Penalty: 3746.430176
	Iteration 7Q: 3 clusters Score -237565 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -237573.484375 Penalty: 3746.430176
	Iteration 8Q: 3 clusters Score -237573.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -237575.953125 Penalty: 3746.430176
	Iteration 9Q: 3 clusters Score -237576 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -237577.390625 Penalty: 3746.430176
	Iteration 10Q: 3 clusters Score -237577.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -237577.390625 Penalty: 3746.430176
	Iteration 11F: 3 clusters Score -237577.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Entering Unmasked Estep 
Score: -52741.832031 Penalty: 1480.872925
	Iteration 0F: 2 clusters Score -52741.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -51386.621094 Penalty: 2961.745850
	Iteration 0F: 3 clusters Score -51386.62 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -51727.964844 Penalty: 2961.745850
	Iteration 1F: 3 clusters Score -51727.96 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -51940.144531 Penalty: 2961.745850
	Iteration 2F: 3 clusters Score -51940.14 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -52098.980469 Penalty: 2961.745850
	Iteration 3F: 3 clusters Score -52098.98 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -52158.371094 Penalty: 2961.745850
	Iteration 4Q: 3 clusters Score -52158.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -52174.433594 Penalty: 2961.745850
	Iteration 5Q: 3 clusters Score -52174.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -52190.753906 Penalty: 2961.745850
	Iteration 6Q: 3 clusters Score -52190.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -52204.312500 Penalty: 2961.745850
	Iteration 7Q: 3 clusters Score -52204.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -52204.312500 Penalty: 2961.745850
	Iteration 8F: 3 clusters Score -52204.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (5100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Entering Unmasked Estep 
Score: -539931.187500 Penalty: 2117.175049
	Iteration 0F: 2 clusters Score -539931.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -535364.187500 Penalty: 4234.350098
	Iteration 0F: 3 clusters Score -535364.2 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -536666.687500 Penalty: 4234.350098
	Iteration 1F: 3 clusters Score -536666.7 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -537105.125000 Penalty: 4234.350098
	Iteration 2F: 3 clusters Score -537105.1 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -537528.500000 Penalty: 4234.350098
	Iteration 3F: 3 clusters Score -537528.5 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -537920.687500 Penalty: 4234.350098
	Iteration 4F: 3 clusters Score -537920.7 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -538223.000000 Penalty: 4234.350098
	Iteration 5F: 3 clusters Score -538223 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -538430.812500 Penalty: 4234.350098
	Iteration 6Q: 3 clusters Score -538430.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -538555.250000 Penalty: 4234.350098
	Iteration 7Q: 3 clusters Score -538555.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -538646.187500 Penalty: 4234.350098
	Iteration 8Q: 3 clusters Score -538646.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -538716.937500 Penalty: 4234.350098
	Iteration 9Q: 3 clusters Score -538716.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -538776.000000 Penalty: 4234.350098
	Iteration 10Q: 3 clusters Score -538776 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -538832.125000 Penalty: 4234.350098
	Iteration 11Q: 3 clusters Score -538832.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -538877.562500 Penalty: 4234.350098
	Iteration 12Q: 3 clusters Score -538877.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -538915.375000 Penalty: 4234.350098
	Iteration 13Q: 3 clusters Score -538915.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -538943.187500 Penalty: 4234.350098
	Iteration 14Q: 3 clusters Score -538943.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -538964.562500 Penalty: 4234.350098
	Iteration 15Q: 3 clusters Score -538964.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -538987.000000 Penalty: 4234.350098
	Iteration 16Q: 3 clusters Score -538987 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -539002.875000 Penalty: 4234.350098
	Iteration 17Q: 3 clusters Score -539002.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -539015.937500 Penalty: 4234.350098
	Iteration 18Q: 3 clusters Score -539015.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -539030.937500 Penalty: 4234.350098
	Iteration 19Q: 3 clusters Score -539030.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -539039.687500 Penalty: 4234.350098
	Iteration 20F: 3 clusters Score -539039.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -539047.062500 Penalty: 4234.350098
	Iteration 21Q: 3 clusters Score -539047.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -539052.062500 Penalty: 4234.350098
	Iteration 22Q: 3 clusters Score -539052.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -539056.812500 Penalty: 4234.350098
	Iteration 23Q: 3 clusters Score -539056.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -539059.562500 Penalty: 4234.350098
	Iteration 24Q: 3 clusters Score -539059.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -539067.250000 Penalty: 4234.350098
	Iteration 25Q: 3 clusters Score -539067.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -539071.375000 Penalty: 4234.350098
	Iteration 26Q: 3 clusters Score -539071.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -539072.437500 Penalty: 4234.350098
	Iteration 27Q: 3 clusters Score -539072.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -539074.937500 Penalty: 4234.350098
	Iteration 28Q: 3 clusters Score -539074.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -539075.625000 Penalty: 4234.350098
	Iteration 29Q: 3 clusters Score -539075.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -539075.000000 Penalty: 4234.350098
	Iteration 30Q: 3 clusters Score -539075 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -539075.937500 Penalty: 4234.350098
	Iteration 31Q: 3 clusters Score -539075.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -539076.500000 Penalty: 4234.350098
	Iteration 32Q: 3 clusters Score -539076.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -539077.125000 Penalty: 4234.350098
	Iteration 33Q: 3 clusters Score -539077.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -539078.750000 Penalty: 4234.350098
	Iteration 34Q: 3 clusters Score -539078.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -539080.000000 Penalty: 4234.350098
	Iteration 35Q: 3 clusters Score -539080 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -539079.937500 Penalty: 4234.350098
	Iteration 36Q: 3 clusters Score -539079.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -539080.937500 Penalty: 4234.350098
	Iteration 37Q: 3 clusters Score -539080.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -539083.187500 Penalty: 4234.350098
	Iteration 38Q: 3 clusters Score -539083.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -539085.437500 Penalty: 4234.350098
	Iteration 39Q: 3 clusters Score -539085.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -539089.062500 Penalty: 4234.350098
	Iteration 40F: 3 clusters Score -539089.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -539091.187500 Penalty: 4234.350098
	Iteration 41Q: 3 clusters Score -539091.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -539095.125000 Penalty: 4234.350098
	Iteration 42Q: 3 clusters Score -539095.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -539098.812500 Penalty: 4234.350098
	Iteration 43Q: 3 clusters Score -539098.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -539100.312500 Penalty: 4234.350098
	Iteration 44Q: 3 clusters Score -539100.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -539101.375000 Penalty: 4234.350098
	Iteration 45Q: 3 clusters Score -539101.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -539100.875000 Penalty: 4234.350098
	Iteration 46Q: 3 clusters Score -539100.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -539102.687500 Penalty: 4234.350098
	Iteration 47Q: 3 clusters Score -539102.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -539102.687500 Penalty: 4234.350098
	Iteration 48F: 3 clusters Score -539102.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (1822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Entering Unmasked Estep 
Score: -262801.406250 Penalty: 1861.907104
	Iteration 0F: 2 clusters Score -262801.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -260543.312500 Penalty: 3723.814209
	Iteration 0F: 3 clusters Score -260543.3 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -261830.015625 Penalty: 3723.814209
	Iteration 1F: 3 clusters Score -261830 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -262278.843750 Penalty: 3723.814209
	Iteration 2F: 3 clusters Score -262278.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -262483.375000 Penalty: 3723.814209
	Iteration 3F: 3 clusters Score -262483.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -262752.562500 Penalty: 3723.814209
	Iteration 4F: 3 clusters Score -262752.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -262995.000000 Penalty: 3723.814209
	Iteration 5F: 3 clusters Score -262995 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -263133.875000 Penalty: 3723.814209
	Iteration 6Q: 3 clusters Score -263133.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -263197.406250 Penalty: 3723.814209
	Iteration 7Q: 3 clusters Score -263197.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -263260.343750 Penalty: 3723.814209
	Iteration 8Q: 3 clusters Score -263260.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -263306.218750 Penalty: 3723.814209
	Iteration 9Q: 3 clusters Score -263306.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -263319.406250 Penalty: 3723.814209
	Iteration 10Q: 3 clusters Score -263319.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -263335.718750 Penalty: 3723.814209
	Iteration 11Q: 3 clusters Score -263335.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -263365.593750 Penalty: 3723.814209
	Iteration 12Q: 3 clusters Score -263365.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -263396.125000 Penalty: 3723.814209
	Iteration 13Q: 3 clusters Score -263396.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -263415.750000 Penalty: 3723.814209
	Iteration 14Q: 3 clusters Score -263415.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -263435.031250 Penalty: 3723.814209
	Iteration 15Q: 3 clusters Score -263435 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -263452.687500 Penalty: 3723.814209
	Iteration 16Q: 3 clusters Score -263452.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -263462.000000 Penalty: 3723.814209
	Iteration 17Q: 3 clusters Score -263462 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -263472.312500 Penalty: 3723.814209
	Iteration 18Q: 3 clusters Score -263472.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -263479.062500 Penalty: 3723.814209
	Iteration 19Q: 3 clusters Score -263479.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -263488.625000 Penalty: 3723.814209
	Iteration 20F: 3 clusters Score -263488.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -263496.125000 Penalty: 3723.814209
	Iteration 21Q: 3 clusters Score -263496.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -263503.000000 Penalty: 3723.814209
	Iteration 22Q: 3 clusters Score -263503 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -263507.500000 Penalty: 3723.814209
	Iteration 23Q: 3 clusters Score -263507.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -263518.375000 Penalty: 3723.814209
	Iteration 24Q: 3 clusters Score -263518.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -263532.156250 Penalty: 3723.814209
	Iteration 25Q: 3 clusters Score -263532.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -263540.343750 Penalty: 3723.814209
	Iteration 26Q: 3 clusters Score -263540.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -263545.968750 Penalty: 3723.814209
	Iteration 27Q: 3 clusters Score -263546 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -263551.312500 Penalty: 3723.814209
	Iteration 28Q: 3 clusters Score -263551.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -263557.281250 Penalty: 3723.814209
	Iteration 29Q: 3 clusters Score -263557.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -263566.187500 Penalty: 3723.814209
	Iteration 30Q: 3 clusters Score -263566.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -263581.468750 Penalty: 3723.814209
	Iteration 31Q: 3 clusters Score -263581.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -263584.562500 Penalty: 3723.814209
	Iteration 32Q: 3 clusters Score -263584.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -263584.562500 Penalty: 3723.814209
	Iteration 33F: 3 clusters Score -263584.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 52553 members 
Mstep: Class 3 contains 5280 members 
Mstep: Class 4 contains 27249 members 
Mstep: Class 5 contains 8286 members 
Mstep: Class 6 contains 4490 members 
Mstep: Class 7 contains 26582 members 
Mstep: Class 8 contains 751 members 
Mstep: Class 9 contains 10973 members 
Mstep: Class 10 contains 3040 members 
Mstep: Class 11 contains 37309 members 
Mstep: Class 12 contains 23336 members 
Mstep: Class 13 contains 215708 members 
Mstep: Class 14 contains 40995 members 
Mstep: Class 15 contains 685 members 
Mstep: Class 16 contains 29095 members 
Mstep: Class 17 contains 9366 members 
Mstep: Class 18 contains 14308 members 
Mstep: Class 19 contains 61584 members 
Mstep: Class 20 contains 10998 members 
Mstep: Class 21 contains 16567 members 
Mstep: Class 22 contains 2993 members 
Mstep: Class 23 contains 2570 members 
Mstep: Class 24 contains 18665 members 
Mstep: Class 25 contains 2068 members 
Mstep: Class 26 contains 22288 members 
Mstep: Class 27 contains 6174 members 
Mstep: Class 28 contains 4115 members 
Mstep: Class 29 contains 37122 members 
Mstep: Class 30 contains 4527 members 
Mstep: Class 31 contains 481 members 
Mstep: Class 32 contains 381 members 
Mstep: Class 33 contains 38551 members 
Mstep: Class 34 contains 605 members 
Mstep: Class 35 contains 8732 members 
Mstep: Class 36 contains 2453 members 
Mstep: Class 37 contains 164248 members 
Mstep: Class 38 contains 8339 members 
Mstep: Class 39 contains 4265 members 
Mstep: Class 40 contains 5324 members 
Mstep: Class 41 contains 2913 members 
Mstep: Class 42 contains 3709 members 
Mstep: Class 43 contains 550 members 
Mstep: Class 44 contains 3468 members 
Mstep: Class 45 contains 1907 members 
Mstep: Class 46 contains 392 members 
Mstep: Class 47 contains 5100 members 
Mstep: Class 48 contains 1083 members 
Mstep: Class 49 contains 4225 members 
Mstep: Class 50 contains 6309 members 
Mstep: Class 51 contains 175504 members 
Mstep: Class 52 contains 340 members 
Mstep: Class 53 contains 207 members 
Mstep: Class 54 contains 355 members 
Mstep: Class 55 contains 4301 members 
Mstep: Class 56 contains 2518 members 
Mstep: Class 57 contains 179 members 
Mstep: Class 58 contains 10459 members 
Mstep: Class 59 contains 647 members 
Mstep: Class 60 contains 17851 members 
Mstep: Class 61 contains 255 members 
Mstep: Class 62 contains 1152 members 
Mstep: Class 63 contains 438 members 
Mstep: Class 64 contains 344 members 
Mstep: Class 65 contains 613 members 
Mstep: Class 66 contains 876 members 
Mstep: Class 67 contains 188 members 
Mstep: Class 68 contains 326 members 
Mstep: Class 69 contains 164 members 
Mstep: Class 70 contains 306 members 
Mstep: Class 71 contains 913 members 
Mstep: Class 72 contains 436 members 
Mstep: Class 73 contains 379 members 
Mstep: Class 74 contains 226 members 
Mstep: Class 75 contains 500 members 
Mstep: Class 76 contains 228 members 
Mstep: Class 77 contains 397 members 
Mstep: Class 78 contains 492 members 
Mstep: Class 79 contains 1075 members 
Mstep: Class 80 contains 1219 members 
Mstep: Class 81 contains 1455 members 
Mstep: Class 82 contains 739 members 
Entering Unmasked Estep 
Score: -147554288.000000 Penalty: 284459.781250
Splitting cluster 48 changes total score from -147555280.000000 to -147554288.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 49 (4225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Entering Unmasked Estep 
Score: -533056.000000 Penalty: 2070.496094
	Iteration 0F: 2 clusters Score -533056 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -529039.937500 Penalty: 4140.992188
	Iteration 0F: 3 clusters Score -529039.9 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -529940.937500 Penalty: 4140.992188
	Iteration 1F: 3 clusters Score -529940.9 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -530121.062500 Penalty: 4140.992188
	Iteration 2F: 3 clusters Score -530121.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -530239.187500 Penalty: 4140.992188
	Iteration 3Q: 3 clusters Score -530239.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -530317.687500 Penalty: 4140.992188
	Iteration 4Q: 3 clusters Score -530317.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -530374.437500 Penalty: 4140.992188
	Iteration 5Q: 3 clusters Score -530374.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -530421.187500 Penalty: 4140.992188
	Iteration 6Q: 3 clusters Score -530421.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -530487.812500 Penalty: 4140.992188
	Iteration 7Q: 3 clusters Score -530487.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -530538.812500 Penalty: 4140.992188
	Iteration 8Q: 3 clusters Score -530538.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -530581.000000 Penalty: 4140.992188
	Iteration 9Q: 3 clusters Score -530581 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -530615.125000 Penalty: 4140.992188
	Iteration 10Q: 3 clusters Score -530615.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -530653.562500 Penalty: 4140.992188
	Iteration 11Q: 3 clusters Score -530653.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -530685.625000 Penalty: 4140.992188
	Iteration 12Q: 3 clusters Score -530685.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -530711.187500 Penalty: 4140.992188
	Iteration 13Q: 3 clusters Score -530711.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -530733.937500 Penalty: 4140.992188
	Iteration 14Q: 3 clusters Score -530733.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -530754.437500 Penalty: 4140.992188
	Iteration 15Q: 3 clusters Score -530754.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -530774.125000 Penalty: 4140.992188
	Iteration 16Q: 3 clusters Score -530774.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -530794.500000 Penalty: 4140.992188
	Iteration 17Q: 3 clusters Score -530794.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -530814.250000 Penalty: 4140.992188
	Iteration 18Q: 3 clusters Score -530814.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -530835.625000 Penalty: 4140.992188
	Iteration 19Q: 3 clusters Score -530835.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -530862.000000 Penalty: 4140.992188
	Iteration 20F: 3 clusters Score -530862 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -530886.062500 Penalty: 4140.992188
	Iteration 21Q: 3 clusters Score -530886.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -530915.125000 Penalty: 4140.992188
	Iteration 22Q: 3 clusters Score -530915.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -530933.125000 Penalty: 4140.992188
	Iteration 23Q: 3 clusters Score -530933.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -530952.500000 Penalty: 4140.992188
	Iteration 24Q: 3 clusters Score -530952.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -530970.687500 Penalty: 4140.992188
	Iteration 25Q: 3 clusters Score -530970.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -530981.437500 Penalty: 4140.992188
	Iteration 26Q: 3 clusters Score -530981.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -530992.000000 Penalty: 4140.992188
	Iteration 27Q: 3 clusters Score -530992 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -531005.562500 Penalty: 4140.992188
	Iteration 28Q: 3 clusters Score -531005.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -531024.562500 Penalty: 4140.992188
	Iteration 29Q: 3 clusters Score -531024.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -531039.312500 Penalty: 4140.992188
	Iteration 30Q: 3 clusters Score -531039.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -531046.062500 Penalty: 4140.992188
	Iteration 31Q: 3 clusters Score -531046.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -531050.250000 Penalty: 4140.992188
	Iteration 32Q: 3 clusters Score -531050.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -531057.187500 Penalty: 4140.992188
	Iteration 33Q: 3 clusters Score -531057.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -531063.312500 Penalty: 4140.992188
	Iteration 34Q: 3 clusters Score -531063.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -531067.312500 Penalty: 4140.992188
	Iteration 35Q: 3 clusters Score -531067.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -531071.437500 Penalty: 4140.992188
	Iteration 36Q: 3 clusters Score -531071.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -531074.062500 Penalty: 4140.992188
	Iteration 37Q: 3 clusters Score -531074.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -531075.812500 Penalty: 4140.992188
	Iteration 38Q: 3 clusters Score -531075.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -531077.500000 Penalty: 4140.992188
	Iteration 39Q: 3 clusters Score -531077.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -531078.125000 Penalty: 4140.992188
	Iteration 40F: 3 clusters Score -531078.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (6309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Entering Unmasked Estep 
Score: -793469.812500 Penalty: 2169.933594
	Iteration 0F: 2 clusters Score -793469.8 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 3125 members 
Entering Unmasked Estep 
Score: -788156.812500 Penalty: 4339.867188
	Iteration 0F: 3 clusters Score -788156.8 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -789468.562500 Penalty: 4339.867188
	Iteration 1F: 3 clusters Score -789468.6 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -789663.562500 Penalty: 4339.867188
	Iteration 2F: 3 clusters Score -789663.6 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -789790.375000 Penalty: 4339.867188
	Iteration 3Q: 3 clusters Score -789790.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -789882.500000 Penalty: 4339.867188
	Iteration 4Q: 3 clusters Score -789882.5 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -789955.875000 Penalty: 4339.867188
	Iteration 5Q: 3 clusters Score -789955.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -790022.250000 Penalty: 4339.867188
	Iteration 6Q: 3 clusters Score -790022.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -790069.000000 Penalty: 4339.867188
	Iteration 7Q: 3 clusters Score -790069 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -790110.250000 Penalty: 4339.867188
	Iteration 8Q: 3 clusters Score -790110.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -790146.437500 Penalty: 4339.867188
	Iteration 9Q: 3 clusters Score -790146.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -790179.750000 Penalty: 4339.867188
	Iteration 10Q: 3 clusters Score -790179.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -790206.437500 Penalty: 4339.867188
	Iteration 11Q: 3 clusters Score -790206.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -790234.000000 Penalty: 4339.867188
	Iteration 12Q: 3 clusters Score -790234 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -790259.937500 Penalty: 4339.867188
	Iteration 13Q: 3 clusters Score -790259.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -790282.562500 Penalty: 4339.867188
	Iteration 14Q: 3 clusters Score -790282.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -790304.687500 Penalty: 4339.867188
	Iteration 15Q: 3 clusters Score -790304.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -790325.812500 Penalty: 4339.867188
	Iteration 16Q: 3 clusters Score -790325.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -790342.562500 Penalty: 4339.867188
	Iteration 17Q: 3 clusters Score -790342.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -790360.312500 Penalty: 4339.867188
	Iteration 18Q: 3 clusters Score -790360.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -790385.937500 Penalty: 4339.867188
	Iteration 19Q: 3 clusters Score -790385.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -790405.062500 Penalty: 4339.867188
	Iteration 20F: 3 clusters Score -790405.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -790428.562500 Penalty: 4339.867188
	Iteration 21Q: 3 clusters Score -790428.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -790450.437500 Penalty: 4339.867188
	Iteration 22Q: 3 clusters Score -790450.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -790477.437500 Penalty: 4339.867188
	Iteration 23Q: 3 clusters Score -790477.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -790504.312500 Penalty: 4339.867188
	Iteration 24Q: 3 clusters Score -790504.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -790537.562500 Penalty: 4339.867188
	Iteration 25Q: 3 clusters Score -790537.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -790574.312500 Penalty: 4339.867188
	Iteration 26Q: 3 clusters Score -790574.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -790621.000000 Penalty: 4339.867188
	Iteration 27Q: 3 clusters Score -790621 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -790682.250000 Penalty: 4339.867188
	Iteration 28Q: 3 clusters Score -790682.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -790744.437500 Penalty: 4339.867188
	Iteration 29Q: 3 clusters Score -790744.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -790800.500000 Penalty: 4339.867188
	Iteration 30Q: 3 clusters Score -790800.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -790852.250000 Penalty: 4339.867188
	Iteration 31Q: 3 clusters Score -790852.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -790897.625000 Penalty: 4339.867188
	Iteration 32Q: 3 clusters Score -790897.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -790946.375000 Penalty: 4339.867188
	Iteration 33Q: 3 clusters Score -790946.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -791001.250000 Penalty: 4339.867188
	Iteration 34Q: 3 clusters Score -791001.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -791055.437500 Penalty: 4339.867188
	Iteration 35Q: 3 clusters Score -791055.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -791098.375000 Penalty: 4339.867188
	Iteration 36Q: 3 clusters Score -791098.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -791139.875000 Penalty: 4339.867188
	Iteration 37Q: 3 clusters Score -791139.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -791182.750000 Penalty: 4339.867188
	Iteration 38Q: 3 clusters Score -791182.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -791218.000000 Penalty: 4339.867188
	Iteration 39Q: 3 clusters Score -791218 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -791253.250000 Penalty: 4339.867188
	Iteration 40F: 3 clusters Score -791253.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -791284.250000 Penalty: 4339.867188
	Iteration 41Q: 3 clusters Score -791284.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -791318.062500 Penalty: 4339.867188
	Iteration 42Q: 3 clusters Score -791318.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -791342.687500 Penalty: 4339.867188
	Iteration 43Q: 3 clusters Score -791342.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -791364.375000 Penalty: 4339.867188
	Iteration 44Q: 3 clusters Score -791364.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -791381.812500 Penalty: 4339.867188
	Iteration 45Q: 3 clusters Score -791381.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -791401.375000 Penalty: 4339.867188
	Iteration 46Q: 3 clusters Score -791401.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -791419.250000 Penalty: 4339.867188
	Iteration 47Q: 3 clusters Score -791419.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -791429.000000 Penalty: 4339.867188
	Iteration 48Q: 3 clusters Score -791429 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -791434.687500 Penalty: 4339.867188
	Iteration 49Q: 3 clusters Score -791434.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -791445.562500 Penalty: 4339.867188
	Iteration 50Q: 3 clusters Score -791445.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -791453.937500 Penalty: 4339.867188
	Iteration 51Q: 3 clusters Score -791453.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -791464.312500 Penalty: 4339.867188
	Iteration 52Q: 3 clusters Score -791464.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -791472.187500 Penalty: 4339.867188
	Iteration 53Q: 3 clusters Score -791472.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -791479.750000 Penalty: 4339.867188
	Iteration 54Q: 3 clusters Score -791479.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -791487.062500 Penalty: 4339.867188
	Iteration 55Q: 3 clusters Score -791487.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -791492.000000 Penalty: 4339.867188
	Iteration 56Q: 3 clusters Score -791492 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -791494.750000 Penalty: 4339.867188
	Iteration 57Q: 3 clusters Score -791494.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -791498.375000 Penalty: 4339.867188
	Iteration 58Q: 3 clusters Score -791498.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -791503.875000 Penalty: 4339.867188
	Iteration 59Q: 3 clusters Score -791503.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -791507.625000 Penalty: 4339.867188
	Iteration 60F: 3 clusters Score -791507.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -791514.625000 Penalty: 4339.867188
	Iteration 61Q: 3 clusters Score -791514.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -791517.625000 Penalty: 4339.867188
	Iteration 62Q: 3 clusters Score -791517.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -791524.125000 Penalty: 4339.867188
	Iteration 63Q: 3 clusters Score -791524.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -791527.500000 Penalty: 4339.867188
	Iteration 64Q: 3 clusters Score -791527.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -791530.000000 Penalty: 4339.867188
	Iteration 65Q: 3 clusters Score -791530 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -791532.875000 Penalty: 4339.867188
	Iteration 66Q: 3 clusters Score -791532.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -791537.312500 Penalty: 4339.867188
	Iteration 67Q: 3 clusters Score -791537.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -791539.125000 Penalty: 4339.867188
	Iteration 68Q: 3 clusters Score -791539.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -791540.625000 Penalty: 4339.867188
	Iteration 69Q: 3 clusters Score -791540.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -791543.625000 Penalty: 4339.867188
	Iteration 70Q: 3 clusters Score -791543.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -791544.000000 Penalty: 4339.867188
	Iteration 71Q: 3 clusters Score -791544 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -791546.125000 Penalty: 4339.867188
	Iteration 72Q: 3 clusters Score -791546.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -791546.937500 Penalty: 4339.867188
	Iteration 73Q: 3 clusters Score -791546.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -791549.375000 Penalty: 4339.867188
	Iteration 74Q: 3 clusters Score -791549.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -791550.000000 Penalty: 4339.867188
	Iteration 75Q: 3 clusters Score -791550 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -791551.187500 Penalty: 4339.867188
	Iteration 76Q: 3 clusters Score -791551.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -791552.125000 Penalty: 4339.867188
	Iteration 77Q: 3 clusters Score -791552.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -791552.937500 Penalty: 4339.867188
	Iteration 78Q: 3 clusters Score -791552.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -791553.562500 Penalty: 4339.867188
	Iteration 79Q: 3 clusters Score -791553.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -791557.625000 Penalty: 4339.867188
	Iteration 80F: 3 clusters Score -791557.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -791559.312500 Penalty: 4339.867188
	Iteration 81Q: 3 clusters Score -791559.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -791558.125000 Penalty: 4339.867188
	Iteration 82Q: 3 clusters Score -791558.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -791557.750000 Penalty: 4339.867188
	Iteration 83Q: 3 clusters Score -791557.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -791560.750000 Penalty: 4339.867188
	Iteration 84Q: 3 clusters Score -791560.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -791563.500000 Penalty: 4339.867188
	Iteration 85Q: 3 clusters Score -791563.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -791566.500000 Penalty: 4339.867188
	Iteration 86Q: 3 clusters Score -791566.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -791568.562500 Penalty: 4339.867188
	Iteration 87Q: 3 clusters Score -791568.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -791569.312500 Penalty: 4339.867188
	Iteration 88Q: 3 clusters Score -791569.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -791569.250000 Penalty: 4339.867188
	Iteration 89Q: 3 clusters Score -791569.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -791570.875000 Penalty: 4339.867188
	Iteration 90Q: 3 clusters Score -791570.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -791571.500000 Penalty: 4339.867188
	Iteration 91Q: 3 clusters Score -791571.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -791571.500000 Penalty: 4339.867188
	Iteration 92F: 3 clusters Score -791571.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (175504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175504 members 
Entering Unmasked Estep 
Score: -22566500.000000 Penalty: 2994.703613
	Iteration 0F: 2 clusters Score -2.25665e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87803 members 
Mstep: Class 2 contains 87701 members 
Entering Unmasked Estep 
Score: -22449162.000000 Penalty: 5989.407227
	Iteration 0F: 3 clusters Score -2.244916e+07 nChanged 84305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90166 members 
Mstep: Class 2 contains 85338 members 
Entering Unmasked Estep 
Score: -22498286.000000 Penalty: 5989.407227
	Iteration 1F: 3 clusters Score -2.249829e+07 nChanged 4692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91222 members 
Mstep: Class 2 contains 84282 members 
Entering Unmasked Estep 
Score: -22499454.000000 Penalty: 5989.407227
	Iteration 2Q: 3 clusters Score -2.249945e+07 nChanged 5133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92567 members 
Mstep: Class 2 contains 82937 members 
Entering Unmasked Estep 
Score: -22500944.000000 Penalty: 5989.407227
	Iteration 3Q: 3 clusters Score -2.250094e+07 nChanged 5599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94336 members 
Mstep: Class 2 contains 81168 members 
Entering Unmasked Estep 
Score: -22502746.000000 Penalty: 5989.407227
	Iteration 4Q: 3 clusters Score -2.250275e+07 nChanged 6115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96635 members 
Mstep: Class 2 contains 78869 members 
Entering Unmasked Estep 
Score: -22505084.000000 Penalty: 5989.407227
	Iteration 5Q: 3 clusters Score -2.250508e+07 nChanged 6789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99690 members 
Mstep: Class 2 contains 75814 members 
Entering Unmasked Estep 
Score: -22507814.000000 Penalty: 5989.407227
	Iteration 6Q: 3 clusters Score -2.250781e+07 nChanged 7706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103702 members 
Mstep: Class 2 contains 71802 members 
Entering Unmasked Estep 
Score: -22511528.000000 Penalty: 5989.407227
	Iteration 7Q: 3 clusters Score -2.251153e+07 nChanged 8681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108923 members 
Mstep: Class 2 contains 66581 members 
Entering Unmasked Estep 
Score: -22516268.000000 Penalty: 5989.407227
	Iteration 8Q: 3 clusters Score -2.251627e+07 nChanged 9565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115316 members 
Mstep: Class 2 contains 60188 members 
Entering Unmasked Estep 
Score: -22522078.000000 Penalty: 5989.407227
	Iteration 9F: 3 clusters Score -2.252208e+07 nChanged 9971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122645 members 
Mstep: Class 2 contains 52859 members 
Entering Unmasked Estep 
Score: -22528466.000000 Penalty: 5989.407227
	Iteration 10F: 3 clusters Score -2.252847e+07 nChanged 9551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130178 members 
Mstep: Class 2 contains 45326 members 
Entering Unmasked Estep 
Score: -22535094.000000 Penalty: 5989.407227
	Iteration 11F: 3 clusters Score -2.253509e+07 nChanged 8325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137015 members 
Mstep: Class 2 contains 38489 members 
Entering Unmasked Estep 
Score: -22540370.000000 Penalty: 5989.407227
	Iteration 12Q: 3 clusters Score -2.254037e+07 nChanged 6907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143054 members 
Mstep: Class 2 contains 32450 members 
Entering Unmasked Estep 
Score: -22544512.000000 Penalty: 5989.407227
	Iteration 13Q: 3 clusters Score -2.254451e+07 nChanged 5675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148293 members 
Mstep: Class 2 contains 27211 members 
Entering Unmasked Estep 
Score: -22548022.000000 Penalty: 5989.407227
	Iteration 14Q: 3 clusters Score -2.254802e+07 nChanged 4735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152894 members 
Mstep: Class 2 contains 22610 members 
Entering Unmasked Estep 
Score: -22550654.000000 Penalty: 5989.407227
	Iteration 15Q: 3 clusters Score -2.255065e+07 nChanged 4076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156946 members 
Mstep: Class 2 contains 18558 members 
Entering Unmasked Estep 
Score: -22553016.000000 Penalty: 5989.407227
	Iteration 16Q: 3 clusters Score -2.255302e+07 nChanged 3615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160555 members 
Mstep: Class 2 contains 14949 members 
Entering Unmasked Estep 
Score: -22555214.000000 Penalty: 5989.407227
	Iteration 17Q: 3 clusters Score -2.255521e+07 nChanged 3160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163713 members 
Mstep: Class 2 contains 11791 members 
Entering Unmasked Estep 
Score: -22556992.000000 Penalty: 5989.407227
	Iteration 18Q: 3 clusters Score -2.255699e+07 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166341 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -22558766.000000 Penalty: 5989.407227
	Iteration 19Q: 3 clusters Score -2.255877e+07 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168529 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -22560182.000000 Penalty: 5989.407227
	Iteration 20F: 3 clusters Score -2.256018e+07 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170336 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -22561390.000000 Penalty: 5989.407227
	Iteration 21Q: 3 clusters Score -2.256139e+07 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171689 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -22562256.000000 Penalty: 5989.407227
	Iteration 22Q: 3 clusters Score -2.256226e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172682 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -22562856.000000 Penalty: 5989.407227
	Iteration 23Q: 3 clusters Score -2.256286e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173361 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -22563306.000000 Penalty: 5989.407227
	Iteration 24Q: 3 clusters Score -2.256331e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173812 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -22563560.000000 Penalty: 5989.407227
	Iteration 25Q: 3 clusters Score -2.256356e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174112 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -22563718.000000 Penalty: 5989.407227
	Iteration 26Q: 3 clusters Score -2.256372e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174305 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -22563856.000000 Penalty: 5989.407227
	Iteration 27Q: 3 clusters Score -2.256386e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174450 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -22563982.000000 Penalty: 5989.407227
	Iteration 28Q: 3 clusters Score -2.256398e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174544 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -22564050.000000 Penalty: 5989.407227
	Iteration 29Q: 3 clusters Score -2.256405e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174611 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -22564142.000000 Penalty: 5989.407227
	Iteration 30Q: 3 clusters Score -2.256414e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174653 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -22564218.000000 Penalty: 5989.407227
	Iteration 31Q: 3 clusters Score -2.256422e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174672 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -22564240.000000 Penalty: 5989.407227
	Iteration 32Q: 3 clusters Score -2.256424e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174698 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -22564296.000000 Penalty: 5989.407227
	Iteration 33Q: 3 clusters Score -2.25643e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174715 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -22564296.000000 Penalty: 5989.407227
	Iteration 34Q: 3 clusters Score -2.25643e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174726 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -22564298.000000 Penalty: 5989.407227
	Iteration 35Q: 3 clusters Score -2.25643e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174728 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -22564310.000000 Penalty: 5989.407227
	Iteration 36Q: 3 clusters Score -2.256431e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174725 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -22564324.000000 Penalty: 5989.407227
	Iteration 37Q: 3 clusters Score -2.256432e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174724 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -22564310.000000 Penalty: 5989.407227
	Iteration 38Q: 3 clusters Score -2.256431e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174724 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -22564310.000000 Penalty: 5989.407227
	Iteration 39Q: 3 clusters Score -2.256431e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174727 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -22564320.000000 Penalty: 5989.407227
	Iteration 40F: 3 clusters Score -2.256432e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174727 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -22564322.000000 Penalty: 5989.407227
	Iteration 41Q: 3 clusters Score -2.256432e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174730 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -22564322.000000 Penalty: 5989.407227
	Iteration 42Q: 3 clusters Score -2.256432e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174731 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -22564330.000000 Penalty: 5989.407227
	Iteration 43Q: 3 clusters Score -2.256433e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174731 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -22564330.000000 Penalty: 5989.407227
	Iteration 44F: 3 clusters Score -2.256433e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Entering Unmasked Estep 
Score: -42201.375000 Penalty: 1445.578491
	Iteration 0F: 2 clusters Score -42201.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -41031.777344 Penalty: 2891.156982
	Iteration 0F: 3 clusters Score -41031.78 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -41390.882812 Penalty: 2891.156982
	Iteration 1F: 3 clusters Score -41390.88 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -41536.613281 Penalty: 2891.156982
	Iteration 2F: 3 clusters Score -41536.61 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -41663.929688 Penalty: 2891.156982
	Iteration 3Q: 3 clusters Score -41663.93 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -41815.742188 Penalty: 2891.156982
	Iteration 4Q: 3 clusters Score -41815.74 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -41879.347656 Penalty: 2891.156982
	Iteration 5Q: 3 clusters Score -41879.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -41926.875000 Penalty: 2891.156982
	Iteration 6Q: 3 clusters Score -41926.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -41926.875000 Penalty: 2891.156982
	Iteration 7F: 3 clusters Score -41926.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Entering Unmasked Estep 
Score: -27271.337891 Penalty: 1322.514282
	Iteration 0F: 2 clusters Score -27271.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -26194.746094 Penalty: 2645.028564
	Iteration 0F: 3 clusters Score -26194.75 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -26539.410156 Penalty: 2645.028564
	Iteration 1F: 3 clusters Score -26539.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -26680.109375 Penalty: 2645.028564
	Iteration 2Q: 3 clusters Score -26680.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -26723.048828 Penalty: 2645.028564
	Iteration 3Q: 3 clusters Score -26723.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -26749.486328 Penalty: 2645.028564
	Iteration 4Q: 3 clusters Score -26749.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -26761.150391 Penalty: 2645.028564
	Iteration 5Q: 3 clusters Score -26761.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -26761.150391 Penalty: 2645.028564
	Iteration 6F: 3 clusters Score -26761.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Entering Unmasked Estep 
Score: -53544.308594 Penalty: 1456.285278
	Iteration 0F: 2 clusters Score -53544.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -52187.863281 Penalty: 2912.570557
	Iteration 0F: 3 clusters Score -52187.86 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -52379.886719 Penalty: 2912.570557
	Iteration 1F: 3 clusters Score -52379.89 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -52484.875000 Penalty: 2912.570557
	Iteration 2F: 3 clusters Score -52484.88 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -52559.394531 Penalty: 2912.570557
	Iteration 3Q: 3 clusters Score -52559.39 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -52646.179688 Penalty: 2912.570557
	Iteration 4Q: 3 clusters Score -52646.18 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -52688.648438 Penalty: 2912.570557
	Iteration 5Q: 3 clusters Score -52688.65 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -52729.542969 Penalty: 2912.570557
	Iteration 6Q: 3 clusters Score -52729.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -52769.664062 Penalty: 2912.570557
	Iteration 7Q: 3 clusters Score -52769.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -52814.750000 Penalty: 2912.570557
	Iteration 8Q: 3 clusters Score -52814.75 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -52869.562500 Penalty: 2912.570557
	Iteration 9Q: 3 clusters Score -52869.56 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -52931.949219 Penalty: 2912.570557
	Iteration 10Q: 3 clusters Score -52931.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -52953.820312 Penalty: 2912.570557
	Iteration 11Q: 3 clusters Score -52953.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -52985.011719 Penalty: 2912.570557
	Iteration 12Q: 3 clusters Score -52985.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -53021.621094 Penalty: 2912.570557
	Iteration 13Q: 3 clusters Score -53021.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -53045.210938 Penalty: 2912.570557
	Iteration 14Q: 3 clusters Score -53045.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -53053.273438 Penalty: 2912.570557
	Iteration 15Q: 3 clusters Score -53053.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -53073.417969 Penalty: 2912.570557
	Iteration 16Q: 3 clusters Score -53073.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -53076.582031 Penalty: 2912.570557
	Iteration 17Q: 3 clusters Score -53076.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -53076.582031 Penalty: 2912.570557
	Iteration 18F: 3 clusters Score -53076.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (4301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Entering Unmasked Estep 
Score: -549211.937500 Penalty: 2074.917480
	Iteration 0F: 2 clusters Score -549211.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -545093.250000 Penalty: 4149.834961
	Iteration 0F: 3 clusters Score -545093.2 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -546083.875000 Penalty: 4149.834961
	Iteration 1F: 3 clusters Score -546083.9 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -546329.750000 Penalty: 4149.834961
	Iteration 2F: 3 clusters Score -546329.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -546475.062500 Penalty: 4149.834961
	Iteration 3F: 3 clusters Score -546475.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -546592.937500 Penalty: 4149.834961
	Iteration 4Q: 3 clusters Score -546592.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -546692.375000 Penalty: 4149.834961
	Iteration 5Q: 3 clusters Score -546692.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -546785.937500 Penalty: 4149.834961
	Iteration 6Q: 3 clusters Score -546785.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -546876.875000 Penalty: 4149.834961
	Iteration 7Q: 3 clusters Score -546876.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -546961.437500 Penalty: 4149.834961
	Iteration 8Q: 3 clusters Score -546961.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -547055.062500 Penalty: 4149.834961
	Iteration 9Q: 3 clusters Score -547055.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -547157.125000 Penalty: 4149.834961
	Iteration 10Q: 3 clusters Score -547157.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -547259.750000 Penalty: 4149.834961
	Iteration 11Q: 3 clusters Score -547259.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -547363.562500 Penalty: 4149.834961
	Iteration 12Q: 3 clusters Score -547363.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -547457.500000 Penalty: 4149.834961
	Iteration 13Q: 3 clusters Score -547457.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -547525.750000 Penalty: 4149.834961
	Iteration 14Q: 3 clusters Score -547525.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -547587.625000 Penalty: 4149.834961
	Iteration 15Q: 3 clusters Score -547587.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -547647.375000 Penalty: 4149.834961
	Iteration 16Q: 3 clusters Score -547647.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -547688.437500 Penalty: 4149.834961
	Iteration 17Q: 3 clusters Score -547688.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -547725.812500 Penalty: 4149.834961
	Iteration 18Q: 3 clusters Score -547725.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -547746.562500 Penalty: 4149.834961
	Iteration 19Q: 3 clusters Score -547746.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -547765.125000 Penalty: 4149.834961
	Iteration 20F: 3 clusters Score -547765.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -547778.500000 Penalty: 4149.834961
	Iteration 21Q: 3 clusters Score -547778.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -547784.562500 Penalty: 4149.834961
	Iteration 22Q: 3 clusters Score -547784.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -547790.562500 Penalty: 4149.834961
	Iteration 23Q: 3 clusters Score -547790.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -547794.937500 Penalty: 4149.834961
	Iteration 24Q: 3 clusters Score -547794.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -547798.625000 Penalty: 4149.834961
	Iteration 25Q: 3 clusters Score -547798.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -547802.875000 Penalty: 4149.834961
	Iteration 26Q: 3 clusters Score -547802.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -547806.750000 Penalty: 4149.834961
	Iteration 27Q: 3 clusters Score -547806.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -547812.750000 Penalty: 4149.834961
	Iteration 28Q: 3 clusters Score -547812.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -547819.625000 Penalty: 4149.834961
	Iteration 29Q: 3 clusters Score -547819.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -547822.375000 Penalty: 4149.834961
	Iteration 30Q: 3 clusters Score -547822.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -547826.562500 Penalty: 4149.834961
	Iteration 31Q: 3 clusters Score -547826.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -547828.062500 Penalty: 4149.834961
	Iteration 32Q: 3 clusters Score -547828.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -547831.375000 Penalty: 4149.834961
	Iteration 33Q: 3 clusters Score -547831.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -547833.062500 Penalty: 4149.834961
	Iteration 34Q: 3 clusters Score -547833.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -547837.937500 Penalty: 4149.834961
	Iteration 35Q: 3 clusters Score -547837.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -547840.562500 Penalty: 4149.834961
	Iteration 36Q: 3 clusters Score -547840.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -547841.562500 Penalty: 4149.834961
	Iteration 37Q: 3 clusters Score -547841.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -547842.312500 Penalty: 4149.834961
	Iteration 38Q: 3 clusters Score -547842.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -547843.750000 Penalty: 4149.834961
	Iteration 39Q: 3 clusters Score -547843.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -547844.750000 Penalty: 4149.834961
	Iteration 40F: 3 clusters Score -547844.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -547847.500000 Penalty: 4149.834961
	Iteration 41Q: 3 clusters Score -547847.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -547848.375000 Penalty: 4149.834961
	Iteration 42Q: 3 clusters Score -547848.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -547848.375000 Penalty: 4149.834961
	Iteration 43F: 3 clusters Score -547848.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (2518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Entering Unmasked Estep 
Score: -311198.250000 Penalty: 1942.142578
	Iteration 0F: 2 clusters Score -311198.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -308264.281250 Penalty: 3884.285156
	Iteration 0F: 3 clusters Score -308264.3 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -308763.250000 Penalty: 3884.285156
	Iteration 1F: 3 clusters Score -308763.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -308890.531250 Penalty: 3884.285156
	Iteration 2F: 3 clusters Score -308890.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -308962.843750 Penalty: 3884.285156
	Iteration 3Q: 3 clusters Score -308962.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -309003.031250 Penalty: 3884.285156
	Iteration 4Q: 3 clusters Score -309003 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -309047.906250 Penalty: 3884.285156
	Iteration 5Q: 3 clusters Score -309047.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -309090.000000 Penalty: 3884.285156
	Iteration 6Q: 3 clusters Score -309090 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -309120.156250 Penalty: 3884.285156
	Iteration 7Q: 3 clusters Score -309120.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -309141.718750 Penalty: 3884.285156
	Iteration 8Q: 3 clusters Score -309141.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -309180.656250 Penalty: 3884.285156
	Iteration 9Q: 3 clusters Score -309180.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -309221.250000 Penalty: 3884.285156
	Iteration 10Q: 3 clusters Score -309221.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -309258.906250 Penalty: 3884.285156
	Iteration 11Q: 3 clusters Score -309258.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -309313.156250 Penalty: 3884.285156
	Iteration 12Q: 3 clusters Score -309313.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -309372.156250 Penalty: 3884.285156
	Iteration 13Q: 3 clusters Score -309372.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -309443.812500 Penalty: 3884.285156
	Iteration 14Q: 3 clusters Score -309443.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -309530.750000 Penalty: 3884.285156
	Iteration 15Q: 3 clusters Score -309530.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -309632.781250 Penalty: 3884.285156
	Iteration 16Q: 3 clusters Score -309632.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -309726.156250 Penalty: 3884.285156
	Iteration 17Q: 3 clusters Score -309726.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -309845.343750 Penalty: 3884.285156
	Iteration 18Q: 3 clusters Score -309845.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -309967.968750 Penalty: 3884.285156
	Iteration 19Q: 3 clusters Score -309968 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -310079.093750 Penalty: 3884.285156
	Iteration 20F: 3 clusters Score -310079.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -310184.250000 Penalty: 3884.285156
	Iteration 21Q: 3 clusters Score -310184.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -310278.593750 Penalty: 3884.285156
	Iteration 22Q: 3 clusters Score -310278.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -310357.656250 Penalty: 3884.285156
	Iteration 23Q: 3 clusters Score -310357.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -310430.218750 Penalty: 3884.285156
	Iteration 24Q: 3 clusters Score -310430.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -310485.906250 Penalty: 3884.285156
	Iteration 25Q: 3 clusters Score -310485.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -310538.468750 Penalty: 3884.285156
	Iteration 26Q: 3 clusters Score -310538.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -310578.937500 Penalty: 3884.285156
	Iteration 27Q: 3 clusters Score -310578.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -310601.437500 Penalty: 3884.285156
	Iteration 28Q: 3 clusters Score -310601.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -310625.250000 Penalty: 3884.285156
	Iteration 29Q: 3 clusters Score -310625.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -310637.843750 Penalty: 3884.285156
	Iteration 30Q: 3 clusters Score -310637.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -310645.250000 Penalty: 3884.285156
	Iteration 31Q: 3 clusters Score -310645.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -310648.812500 Penalty: 3884.285156
	Iteration 32Q: 3 clusters Score -310648.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -310648.562500 Penalty: 3884.285156
	Iteration 33Q: 3 clusters Score -310648.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -310649.125000 Penalty: 3884.285156
	Iteration 34Q: 3 clusters Score -310649.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -310649.125000 Penalty: 3884.285156
	Iteration 35F: 3 clusters Score -310649.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Entering Unmasked Estep 
Score: -23169.886719 Penalty: 1286.471680
	Iteration 0F: 2 clusters Score -23169.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -22180.271484 Penalty: 2572.943359
	Iteration 0F: 3 clusters Score -22180.27 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -22429.074219 Penalty: 2572.943359
	Iteration 1F: 3 clusters Score -22429.07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -22632.601562 Penalty: 2572.943359
	Iteration 2F: 3 clusters Score -22632.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -22689.328125 Penalty: 2572.943359
	Iteration 3Q: 3 clusters Score -22689.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -22696.671875 Penalty: 2572.943359
	Iteration 4Q: 3 clusters Score -22696.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -22708.417969 Penalty: 2572.943359
	Iteration 5Q: 3 clusters Score -22708.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -22708.417969 Penalty: 2572.943359
	Iteration 6F: 3 clusters Score -22708.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (10459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10459 members 
Entering Unmasked Estep 
Score: -1325968.500000 Penalty: 2295.294189
	Iteration 0F: 2 clusters Score -1325968 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -1317995.875000 Penalty: 4590.588379
	Iteration 0F: 3 clusters Score -1317996 nChanged 4367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -1320259.750000 Penalty: 4590.588379
	Iteration 1F: 3 clusters Score -1320260 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -1320615.500000 Penalty: 4590.588379
	Iteration 2F: 3 clusters Score -1320616 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -1320894.875000 Penalty: 4590.588379
	Iteration 3F: 3 clusters Score -1320895 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -1321129.875000 Penalty: 4590.588379
	Iteration 4Q: 3 clusters Score -1321130 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -1321316.375000 Penalty: 4590.588379
	Iteration 5Q: 3 clusters Score -1321316 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -1321458.750000 Penalty: 4590.588379
	Iteration 6Q: 3 clusters Score -1321459 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -1321588.625000 Penalty: 4590.588379
	Iteration 7Q: 3 clusters Score -1321589 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -1321732.750000 Penalty: 4590.588379
	Iteration 8Q: 3 clusters Score -1321733 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -1321896.250000 Penalty: 4590.588379
	Iteration 9Q: 3 clusters Score -1321896 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -1322113.125000 Penalty: 4590.588379
	Iteration 10Q: 3 clusters Score -1322113 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -1322326.250000 Penalty: 4590.588379
	Iteration 11Q: 3 clusters Score -1322326 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -1322602.250000 Penalty: 4590.588379
	Iteration 12Q: 3 clusters Score -1322602 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -1322924.000000 Penalty: 4590.588379
	Iteration 13Q: 3 clusters Score -1322924 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -1323264.500000 Penalty: 4590.588379
	Iteration 14Q: 3 clusters Score -1323264 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -1323514.375000 Penalty: 4590.588379
	Iteration 15Q: 3 clusters Score -1323514 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -1323734.250000 Penalty: 4590.588379
	Iteration 16Q: 3 clusters Score -1323734 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -1323929.875000 Penalty: 4590.588379
	Iteration 17Q: 3 clusters Score -1323930 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -1324124.875000 Penalty: 4590.588379
	Iteration 18Q: 3 clusters Score -1324125 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -1324306.250000 Penalty: 4590.588379
	Iteration 19Q: 3 clusters Score -1324306 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -1324446.375000 Penalty: 4590.588379
	Iteration 20F: 3 clusters Score -1324446 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -1324538.875000 Penalty: 4590.588379
	Iteration 21Q: 3 clusters Score -1324539 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -1324609.125000 Penalty: 4590.588379
	Iteration 22Q: 3 clusters Score -1324609 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -1324654.375000 Penalty: 4590.588379
	Iteration 23Q: 3 clusters Score -1324654 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -1324694.125000 Penalty: 4590.588379
	Iteration 24Q: 3 clusters Score -1324694 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -1324720.500000 Penalty: 4590.588379
	Iteration 25Q: 3 clusters Score -1324720 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -1324733.250000 Penalty: 4590.588379
	Iteration 26Q: 3 clusters Score -1324733 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -1324742.625000 Penalty: 4590.588379
	Iteration 27Q: 3 clusters Score -1324743 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -1324751.125000 Penalty: 4590.588379
	Iteration 28Q: 3 clusters Score -1324751 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -1324758.750000 Penalty: 4590.588379
	Iteration 29Q: 3 clusters Score -1324759 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -1324757.375000 Penalty: 4590.588379
	Iteration 30Q: 3 clusters Score -1324757 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -1324761.625000 Penalty: 4590.588379
	Iteration 31Q: 3 clusters Score -1324762 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -1324767.875000 Penalty: 4590.588379
	Iteration 32Q: 3 clusters Score -1324768 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -1324767.250000 Penalty: 4590.588379
	Iteration 33Q: 3 clusters Score -1324767 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -1324775.250000 Penalty: 4590.588379
	Iteration 34Q: 3 clusters Score -1324775 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -1324783.625000 Penalty: 4590.588379
	Iteration 35Q: 3 clusters Score -1324784 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -1324786.125000 Penalty: 4590.588379
	Iteration 36Q: 3 clusters Score -1324786 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -1324788.250000 Penalty: 4590.588379
	Iteration 37Q: 3 clusters Score -1324788 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -1324790.500000 Penalty: 4590.588379
	Iteration 38Q: 3 clusters Score -1324790 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -1324790.875000 Penalty: 4590.588379
	Iteration 39Q: 3 clusters Score -1324791 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -1324792.875000 Penalty: 4590.588379
	Iteration 40F: 3 clusters Score -1324793 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -1324791.125000 Penalty: 4590.588379
	Iteration 41Q: 3 clusters Score -1324791 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -1324793.875000 Penalty: 4590.588379
	Iteration 42Q: 3 clusters Score -1324794 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -1324795.500000 Penalty: 4590.588379
	Iteration 43Q: 3 clusters Score -1324796 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -1324796.625000 Penalty: 4590.588379
	Iteration 44Q: 3 clusters Score -1324797 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -1324796.625000 Penalty: 4590.588379
	Iteration 45F: 3 clusters Score -1324797 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Entering Unmasked Estep 
Score: -94398.046875 Penalty: 1605.141846
	Iteration 0F: 2 clusters Score -94398.05 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 315 members 
Entering Unmasked Estep 
Score: -92868.710938 Penalty: 3210.283691
	Iteration 0F: 3 clusters Score -92868.71 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -93564.992188 Penalty: 3210.283691
	Iteration 1F: 3 clusters Score -93564.99 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -94000.070312 Penalty: 3210.283691
	Iteration 2F: 3 clusters Score -94000.07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -94449.492188 Penalty: 3210.283691
	Iteration 3F: 3 clusters Score -94449.49 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -94654.382812 Penalty: 3210.283691
	Iteration 4Q: 3 clusters Score -94654.38 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -94766.171875 Penalty: 3210.283691
	Iteration 5Q: 3 clusters Score -94766.17 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -94848.953125 Penalty: 3210.283691
	Iteration 6Q: 3 clusters Score -94848.95 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -94964.562500 Penalty: 3210.283691
	Iteration 7Q: 3 clusters Score -94964.56 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -95034.671875 Penalty: 3210.283691
	Iteration 8Q: 3 clusters Score -95034.67 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -95084.937500 Penalty: 3210.283691
	Iteration 9Q: 3 clusters Score -95084.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -95112.851562 Penalty: 3210.283691
	Iteration 10Q: 3 clusters Score -95112.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -95153.343750 Penalty: 3210.283691
	Iteration 11Q: 3 clusters Score -95153.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -95246.898438 Penalty: 3210.283691
	Iteration 12Q: 3 clusters Score -95246.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -95286.335938 Penalty: 3210.283691
	Iteration 13Q: 3 clusters Score -95286.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -95296.445312 Penalty: 3210.283691
	Iteration 14F: 3 clusters Score -95296.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -95356.968750 Penalty: 3210.283691
	Iteration 15Q: 3 clusters Score -95356.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -95413.882812 Penalty: 3210.283691
	Iteration 16Q: 3 clusters Score -95413.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -95457.968750 Penalty: 3210.283691
	Iteration 17Q: 3 clusters Score -95457.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -95527.109375 Penalty: 3210.283691
	Iteration 18Q: 3 clusters Score -95527.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -95538.367188 Penalty: 3210.283691
	Iteration 19Q: 3 clusters Score -95538.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -95541.726562 Penalty: 3210.283691
	Iteration 20F: 3 clusters Score -95541.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 52553 members 
Mstep: Class 3 contains 5280 members 
Mstep: Class 4 contains 27249 members 
Mstep: Class 5 contains 8286 members 
Mstep: Class 6 contains 4490 members 
Mstep: Class 7 contains 26582 members 
Mstep: Class 8 contains 751 members 
Mstep: Class 9 contains 10973 members 
Mstep: Class 10 contains 3040 members 
Mstep: Class 11 contains 37309 members 
Mstep: Class 12 contains 23336 members 
Mstep: Class 13 contains 215708 members 
Mstep: Class 14 contains 40995 members 
Mstep: Class 15 contains 685 members 
Mstep: Class 16 contains 29095 members 
Mstep: Class 17 contains 9366 members 
Mstep: Class 18 contains 14308 members 
Mstep: Class 19 contains 61584 members 
Mstep: Class 20 contains 10998 members 
Mstep: Class 21 contains 16567 members 
Mstep: Class 22 contains 2993 members 
Mstep: Class 23 contains 2570 members 
Mstep: Class 24 contains 18665 members 
Mstep: Class 25 contains 2068 members 
Mstep: Class 26 contains 22288 members 
Mstep: Class 27 contains 6174 members 
Mstep: Class 28 contains 4115 members 
Mstep: Class 29 contains 37122 members 
Mstep: Class 30 contains 4527 members 
Mstep: Class 31 contains 481 members 
Mstep: Class 32 contains 381 members 
Mstep: Class 33 contains 38551 members 
Mstep: Class 34 contains 605 members 
Mstep: Class 35 contains 8732 members 
Mstep: Class 36 contains 2453 members 
Mstep: Class 37 contains 164248 members 
Mstep: Class 38 contains 8339 members 
Mstep: Class 39 contains 4265 members 
Mstep: Class 40 contains 5324 members 
Mstep: Class 41 contains 2913 members 
Mstep: Class 42 contains 3709 members 
Mstep: Class 43 contains 550 members 
Mstep: Class 44 contains 3468 members 
Mstep: Class 45 contains 1907 members 
Mstep: Class 46 contains 392 members 
Mstep: Class 47 contains 5100 members 
Mstep: Class 48 contains 1822 members 
Mstep: Class 49 contains 4225 members 
Mstep: Class 50 contains 6309 members 
Mstep: Class 51 contains 175504 members 
Mstep: Class 52 contains 340 members 
Mstep: Class 53 contains 207 members 
Mstep: Class 54 contains 355 members 
Mstep: Class 55 contains 4301 members 
Mstep: Class 56 contains 2518 members 
Mstep: Class 57 contains 179 members 
Mstep: Class 58 contains 10459 members 
Mstep: Class 59 contains 215 members 
Mstep: Class 60 contains 17851 members 
Mstep: Class 61 contains 255 members 
Mstep: Class 62 contains 1152 members 
Mstep: Class 63 contains 438 members 
Mstep: Class 64 contains 344 members 
Mstep: Class 65 contains 613 members 
Mstep: Class 66 contains 876 members 
Mstep: Class 67 contains 188 members 
Mstep: Class 68 contains 326 members 
Mstep: Class 69 contains 164 members 
Mstep: Class 70 contains 306 members 
Mstep: Class 71 contains 913 members 
Mstep: Class 72 contains 436 members 
Mstep: Class 73 contains 379 members 
Mstep: Class 74 contains 226 members 
Mstep: Class 75 contains 500 members 
Mstep: Class 76 contains 228 members 
Mstep: Class 77 contains 397 members 
Mstep: Class 78 contains 492 members 
Mstep: Class 79 contains 1075 members 
Mstep: Class 80 contains 1219 members 
Mstep: Class 81 contains 1455 members 
Mstep: Class 82 contains 432 members 
Entering Unmasked Estep 
Score: -147554720.000000 Penalty: 284459.781250
Splitting cluster 59 changes total score from -147555280.000000 to -147554720.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 60 (17851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17851 members 
Entering Unmasked Estep 
Score: -2277570.500000 Penalty: 2427.874023
	Iteration 0F: 2 clusters Score -2277570 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 8988 members 
Entering Unmasked Estep 
Score: -2264922.500000 Penalty: 4855.748047
	Iteration 0F: 3 clusters Score -2264922 nChanged 7790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -2269180.250000 Penalty: 4855.748047
	Iteration 1F: 3 clusters Score -2269180 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 9387 members 
Entering Unmasked Estep 
Score: -2269547.000000 Penalty: 4855.748047
	Iteration 2F: 3 clusters Score -2269547 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
Score: -2269864.250000 Penalty: 4855.748047
	Iteration 3Q: 3 clusters Score -2269864 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 9868 members 
Entering Unmasked Estep 
Score: -2270124.000000 Penalty: 4855.748047
	Iteration 4Q: 3 clusters Score -2270124 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 10189 members 
Entering Unmasked Estep 
Score: -2270397.250000 Penalty: 4855.748047
	Iteration 5Q: 3 clusters Score -2270397 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 10624 members 
Entering Unmasked Estep 
Score: -2270698.500000 Penalty: 4855.748047
	Iteration 6Q: 3 clusters Score -2270698 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 11151 members 
Entering Unmasked Estep 
Score: -2271018.500000 Penalty: 4855.748047
	Iteration 7Q: 3 clusters Score -2271018 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 11799 members 
Entering Unmasked Estep 
Score: -2271400.250000 Penalty: 4855.748047
	Iteration 8Q: 3 clusters Score -2271400 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 12572 members 
Entering Unmasked Estep 
Score: -2271904.750000 Penalty: 4855.748047
	Iteration 9Q: 3 clusters Score -2271905 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 13415 members 
Entering Unmasked Estep 
Score: -2272473.500000 Penalty: 4855.748047
	Iteration 10Q: 3 clusters Score -2272474 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 14284 members 
Entering Unmasked Estep 
Score: -2273124.000000 Penalty: 4855.748047
	Iteration 11F: 3 clusters Score -2273124 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 15091 members 
Entering Unmasked Estep 
Score: -2273741.750000 Penalty: 4855.748047
	Iteration 12Q: 3 clusters Score -2273742 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 15758 members 
Entering Unmasked Estep 
Score: -2274276.750000 Penalty: 4855.748047
	Iteration 13Q: 3 clusters Score -2274277 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 16290 members 
Entering Unmasked Estep 
Score: -2274730.750000 Penalty: 4855.748047
	Iteration 14Q: 3 clusters Score -2274731 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 16654 members 
Entering Unmasked Estep 
Score: -2275058.000000 Penalty: 4855.748047
	Iteration 15Q: 3 clusters Score -2275058 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 16876 members 
Entering Unmasked Estep 
Score: -2275262.250000 Penalty: 4855.748047
	Iteration 16Q: 3 clusters Score -2275262 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 17009 members 
Entering Unmasked Estep 
Score: -2275404.000000 Penalty: 4855.748047
	Iteration 17Q: 3 clusters Score -2275404 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 17099 members 
Entering Unmasked Estep 
Score: -2275531.250000 Penalty: 4855.748047
	Iteration 18Q: 3 clusters Score -2275531 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 17149 members 
Entering Unmasked Estep 
Score: -2275603.250000 Penalty: 4855.748047
	Iteration 19Q: 3 clusters Score -2275603 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 17180 members 
Entering Unmasked Estep 
Score: -2275656.500000 Penalty: 4855.748047
	Iteration 20F: 3 clusters Score -2275656 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 17203 members 
Entering Unmasked Estep 
Score: -2275682.000000 Penalty: 4855.748047
	Iteration 21Q: 3 clusters Score -2275682 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 17213 members 
Entering Unmasked Estep 
Score: -2275697.000000 Penalty: 4855.748047
	Iteration 22Q: 3 clusters Score -2275697 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 17223 members 
Entering Unmasked Estep 
Score: -2275708.000000 Penalty: 4855.748047
	Iteration 23Q: 3 clusters Score -2275708 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 17230 members 
Entering Unmasked Estep 
Score: -2275719.250000 Penalty: 4855.748047
	Iteration 24Q: 3 clusters Score -2275719 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 17237 members 
Entering Unmasked Estep 
Score: -2275728.250000 Penalty: 4855.748047
	Iteration 25Q: 3 clusters Score -2275728 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 17239 members 
Entering Unmasked Estep 
Score: -2275736.500000 Penalty: 4855.748047
	Iteration 26Q: 3 clusters Score -2275736 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 17240 members 
Entering Unmasked Estep 
Score: -2275746.750000 Penalty: 4855.748047
	Iteration 27Q: 3 clusters Score -2275747 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 17246 members 
Entering Unmasked Estep 
Score: -2275752.000000 Penalty: 4855.748047
	Iteration 28Q: 3 clusters Score -2275752 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 17249 members 
Entering Unmasked Estep 
Score: -2275754.750000 Penalty: 4855.748047
	Iteration 29Q: 3 clusters Score -2275755 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 17248 members 
Entering Unmasked Estep 
Score: -2275761.500000 Penalty: 4855.748047
	Iteration 30Q: 3 clusters Score -2275762 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 17248 members 
Entering Unmasked Estep 
Score: -2275762.750000 Penalty: 4855.748047
	Iteration 31Q: 3 clusters Score -2275763 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 17248 members 
Entering Unmasked Estep 
Score: -2275762.750000 Penalty: 4855.748047
	Iteration 32F: 3 clusters Score -2275763 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Entering Unmasked Estep 
Score: -26085.666016 Penalty: 1374.233398
	Iteration 0F: 2 clusters Score -26085.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -25034.556641 Penalty: 2748.466797
	Iteration 0F: 3 clusters Score -25034.56 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -25146.953125 Penalty: 2748.466797
	Iteration 1F: 3 clusters Score -25146.95 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -25221.371094 Penalty: 2748.466797
	Iteration 2F: 3 clusters Score -25221.37 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -25266.423828 Penalty: 2748.466797
	Iteration 3Q: 3 clusters Score -25266.42 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -25335.130859 Penalty: 2748.466797
	Iteration 4Q: 3 clusters Score -25335.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -25355.197266 Penalty: 2748.466797
	Iteration 5Q: 3 clusters Score -25355.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -25362.833984 Penalty: 2748.466797
	Iteration 6Q: 3 clusters Score -25362.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -25362.833984 Penalty: 2748.466797
	Iteration 7F: 3 clusters Score -25362.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (1152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Entering Unmasked Estep 
Score: -147006.250000 Penalty: 1748.215210
	Iteration 0F: 2 clusters Score -147006.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -145065.406250 Penalty: 3496.430420
	Iteration 0F: 3 clusters Score -145065.4 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -145886.687500 Penalty: 3496.430420
	Iteration 1F: 3 clusters Score -145886.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -146221.421875 Penalty: 3496.430420
	Iteration 2F: 3 clusters Score -146221.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -146409.625000 Penalty: 3496.430420
	Iteration 3F: 3 clusters Score -146409.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -146496.609375 Penalty: 3496.430420
	Iteration 4Q: 3 clusters Score -146496.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -146573.859375 Penalty: 3496.430420
	Iteration 5Q: 3 clusters Score -146573.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -146614.671875 Penalty: 3496.430420
	Iteration 6Q: 3 clusters Score -146614.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -146653.765625 Penalty: 3496.430420
	Iteration 7Q: 3 clusters Score -146653.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -146675.937500 Penalty: 3496.430420
	Iteration 8Q: 3 clusters Score -146675.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -146686.500000 Penalty: 3496.430420
	Iteration 9Q: 3 clusters Score -146686.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -146691.359375 Penalty: 3496.430420
	Iteration 10Q: 3 clusters Score -146691.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -146694.078125 Penalty: 3496.430420
	Iteration 11Q: 3 clusters Score -146694.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -146694.078125 Penalty: 3496.430420
	Iteration 12F: 3 clusters Score -146694.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Entering Unmasked Estep 
Score: -64529.480469 Penalty: 1508.390381
	Iteration 0F: 2 clusters Score -64529.48 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 227 members 
Entering Unmasked Estep 
Score: -63120.703125 Penalty: 3016.780762
	Iteration 0F: 3 clusters Score -63120.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -63497.289062 Penalty: 3016.780762
	Iteration 1F: 3 clusters Score -63497.29 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -63820.363281 Penalty: 3016.780762
	Iteration 2F: 3 clusters Score -63820.36 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -64125.609375 Penalty: 3016.780762
	Iteration 3F: 3 clusters Score -64125.61 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -64329.300781 Penalty: 3016.780762
	Iteration 4F: 3 clusters Score -64329.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -64524.410156 Penalty: 3016.780762
	Iteration 5Q: 3 clusters Score -64524.41 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -65165.523438 Penalty: 3016.780762
	Iteration 6Q: 3 clusters Score -65165.52 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -65271.105469 Penalty: 3016.780762
	Iteration 7Q: 3 clusters Score -65271.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -65306.152344 Penalty: 3016.780762
	Iteration 8Q: 3 clusters Score -65306.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -65339.546875 Penalty: 3016.780762
	Iteration 9Q: 3 clusters Score -65339.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -65353.414062 Penalty: 3016.780762
	Iteration 10Q: 3 clusters Score -65353.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -65356.949219 Penalty: 3016.780762
	Iteration 11Q: 3 clusters Score -65356.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -65356.949219 Penalty: 3016.780762
	Iteration 12F: 3 clusters Score -65356.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 52553 members 
Mstep: Class 3 contains 5280 members 
Mstep: Class 4 contains 27249 members 
Mstep: Class 5 contains 8286 members 
Mstep: Class 6 contains 4490 members 
Mstep: Class 7 contains 26582 members 
Mstep: Class 8 contains 751 members 
Mstep: Class 9 contains 10973 members 
Mstep: Class 10 contains 3040 members 
Mstep: Class 11 contains 37309 members 
Mstep: Class 12 contains 23336 members 
Mstep: Class 13 contains 215708 members 
Mstep: Class 14 contains 40995 members 
Mstep: Class 15 contains 685 members 
Mstep: Class 16 contains 29095 members 
Mstep: Class 17 contains 9366 members 
Mstep: Class 18 contains 14308 members 
Mstep: Class 19 contains 61584 members 
Mstep: Class 20 contains 10998 members 
Mstep: Class 21 contains 16567 members 
Mstep: Class 22 contains 2993 members 
Mstep: Class 23 contains 2570 members 
Mstep: Class 24 contains 18665 members 
Mstep: Class 25 contains 2068 members 
Mstep: Class 26 contains 22288 members 
Mstep: Class 27 contains 6174 members 
Mstep: Class 28 contains 4115 members 
Mstep: Class 29 contains 37122 members 
Mstep: Class 30 contains 4527 members 
Mstep: Class 31 contains 481 members 
Mstep: Class 32 contains 381 members 
Mstep: Class 33 contains 38551 members 
Mstep: Class 34 contains 605 members 
Mstep: Class 35 contains 8732 members 
Mstep: Class 36 contains 2453 members 
Mstep: Class 37 contains 164248 members 
Mstep: Class 38 contains 8339 members 
Mstep: Class 39 contains 4265 members 
Mstep: Class 40 contains 5324 members 
Mstep: Class 41 contains 2913 members 
Mstep: Class 42 contains 3709 members 
Mstep: Class 43 contains 550 members 
Mstep: Class 44 contains 3468 members 
Mstep: Class 45 contains 1907 members 
Mstep: Class 46 contains 392 members 
Mstep: Class 47 contains 5100 members 
Mstep: Class 48 contains 1822 members 
Mstep: Class 49 contains 4225 members 
Mstep: Class 50 contains 6309 members 
Mstep: Class 51 contains 175504 members 
Mstep: Class 52 contains 340 members 
Mstep: Class 53 contains 207 members 
Mstep: Class 54 contains 355 members 
Mstep: Class 55 contains 4301 members 
Mstep: Class 56 contains 2518 members 
Mstep: Class 57 contains 179 members 
Mstep: Class 58 contains 10459 members 
Mstep: Class 59 contains 647 members 
Mstep: Class 60 contains 17851 members 
Mstep: Class 61 contains 255 members 
Mstep: Class 62 contains 1152 members 
Mstep: Class 63 contains 293 members 
Mstep: Class 64 contains 344 members 
Mstep: Class 65 contains 613 members 
Mstep: Class 66 contains 876 members 
Mstep: Class 67 contains 188 members 
Mstep: Class 68 contains 326 members 
Mstep: Class 69 contains 164 members 
Mstep: Class 70 contains 306 members 
Mstep: Class 71 contains 913 members 
Mstep: Class 72 contains 436 members 
Mstep: Class 73 contains 379 members 
Mstep: Class 74 contains 226 members 
Mstep: Class 75 contains 500 members 
Mstep: Class 76 contains 228 members 
Mstep: Class 77 contains 397 members 
Mstep: Class 78 contains 492 members 
Mstep: Class 79 contains 1075 members 
Mstep: Class 80 contains 1219 members 
Mstep: Class 81 contains 1455 members 
Mstep: Class 82 contains 145 members 
Entering Unmasked Estep 
Score: -147554320.000000 Penalty: 284459.781250
Splitting cluster 63 changes total score from -147555280.000000 to -147554320.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 64 (344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Entering Unmasked Estep 
Score: -49866.589844 Penalty: 1448.479126
	Iteration 0F: 2 clusters Score -49866.59 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 165 members 
Entering Unmasked Estep 
Score: -48593.875000 Penalty: 2896.958252
	Iteration 0F: 3 clusters Score -48593.88 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -48840.925781 Penalty: 2896.958252
	Iteration 1F: 3 clusters Score -48840.93 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -48972.390625 Penalty: 2896.958252
	Iteration 2F: 3 clusters Score -48972.39 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -49041.441406 Penalty: 2896.958252
	Iteration 3Q: 3 clusters Score -49041.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -49091.812500 Penalty: 2896.958252
	Iteration 4Q: 3 clusters Score -49091.81 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -49139.335938 Penalty: 2896.958252
	Iteration 5Q: 3 clusters Score -49139.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -49170.742188 Penalty: 2896.958252
	Iteration 6Q: 3 clusters Score -49170.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -49185.703125 Penalty: 2896.958252
	Iteration 7Q: 3 clusters Score -49185.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -49192.777344 Penalty: 2896.958252
	Iteration 8Q: 3 clusters Score -49192.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -49210.449219 Penalty: 2896.958252
	Iteration 9Q: 3 clusters Score -49210.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -49214.832031 Penalty: 2896.958252
	Iteration 10Q: 3 clusters Score -49214.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -49214.832031 Penalty: 2896.958252
	Iteration 11F: 3 clusters Score -49214.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (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: -92023.015625 Penalty: 1591.754517
	Iteration 0F: 2 clusters Score -92023.02 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 290 members 
Entering Unmasked Estep 
Score: -90470.531250 Penalty: 3183.509033
	Iteration 0F: 3 clusters Score -90470.53 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -90970.234375 Penalty: 3183.509033
	Iteration 1F: 3 clusters Score -90970.23 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -91208.554688 Penalty: 3183.509033
	Iteration 2F: 3 clusters Score -91208.55 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -91303.195312 Penalty: 3183.509033
	Iteration 3Q: 3 clusters Score -91303.2 nChanged 21
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: -91400.476562 Penalty: 3183.509033
	Iteration 4Q: 3 clusters Score -91400.48 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -91487.968750 Penalty: 3183.509033
	Iteration 5Q: 3 clusters Score -91487.97 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -91589.835938 Penalty: 3183.509033
	Iteration 6Q: 3 clusters Score -91589.84 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -91679.796875 Penalty: 3183.509033
	Iteration 7Q: 3 clusters Score -91679.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -91720.843750 Penalty: 3183.509033
	Iteration 8Q: 3 clusters Score -91720.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -91735.070312 Penalty: 3183.509033
	Iteration 9Q: 3 clusters Score -91735.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -91745.929688 Penalty: 3183.509033
	Iteration 10Q: 3 clusters Score -91745.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -91758.398438 Penalty: 3183.509033
	Iteration 11Q: 3 clusters Score -91758.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -91761.484375 Penalty: 3183.509033
	Iteration 12Q: 3 clusters Score -91761.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -91761.484375 Penalty: 3183.509033
	Iteration 13F: 3 clusters Score -91761.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (876 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Entering Unmasked Estep 
Score: -135138.953125 Penalty: 1680.290894
	Iteration 0F: 2 clusters Score -135139 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -133463.109375 Penalty: 3360.581787
	Iteration 0F: 3 clusters Score -133463.1 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -134153.843750 Penalty: 3360.581787
	Iteration 1F: 3 clusters Score -134153.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -134628.531250 Penalty: 3360.581787
	Iteration 2F: 3 clusters Score -134628.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -134945.703125 Penalty: 3360.581787
	Iteration 3F: 3 clusters Score -134945.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -135202.609375 Penalty: 3360.581787
	Iteration 4Q: 3 clusters Score -135202.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -135274.265625 Penalty: 3360.581787
	Iteration 5Q: 3 clusters Score -135274.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -135333.031250 Penalty: 3360.581787
	Iteration 6Q: 3 clusters Score -135333 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -135436.375000 Penalty: 3360.581787
	Iteration 7Q: 3 clusters Score -135436.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -135615.156250 Penalty: 3360.581787
	Iteration 8Q: 3 clusters Score -135615.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -135886.359375 Penalty: 3360.581787
	Iteration 9Q: 3 clusters Score -135886.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -135935.250000 Penalty: 3360.581787
	Iteration 10Q: 3 clusters Score -135935.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -135948.765625 Penalty: 3360.581787
	Iteration 11Q: 3 clusters Score -135948.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -135953.609375 Penalty: 3360.581787
	Iteration 12Q: 3 clusters Score -135953.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -135957.703125 Penalty: 3360.581787
	Iteration 13Q: 3 clusters Score -135957.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -135957.703125 Penalty: 3360.581787
	Iteration 14F: 3 clusters Score -135957.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 52553 members 
Mstep: Class 3 contains 5280 members 
Mstep: Class 4 contains 27249 members 
Mstep: Class 5 contains 8286 members 
Mstep: Class 6 contains 4490 members 
Mstep: Class 7 contains 26582 members 
Mstep: Class 8 contains 751 members 
Mstep: Class 9 contains 10973 members 
Mstep: Class 10 contains 3040 members 
Mstep: Class 11 contains 37309 members 
Mstep: Class 12 contains 23336 members 
Mstep: Class 13 contains 215708 members 
Mstep: Class 14 contains 40995 members 
Mstep: Class 15 contains 685 members 
Mstep: Class 16 contains 29095 members 
Mstep: Class 17 contains 9366 members 
Mstep: Class 18 contains 14308 members 
Mstep: Class 19 contains 61584 members 
Mstep: Class 20 contains 10998 members 
Mstep: Class 21 contains 16567 members 
Mstep: Class 22 contains 2993 members 
Mstep: Class 23 contains 2570 members 
Mstep: Class 24 contains 18665 members 
Mstep: Class 25 contains 2068 members 
Mstep: Class 26 contains 22288 members 
Mstep: Class 27 contains 6174 members 
Mstep: Class 28 contains 4115 members 
Mstep: Class 29 contains 37122 members 
Mstep: Class 30 contains 4527 members 
Mstep: Class 31 contains 481 members 
Mstep: Class 32 contains 381 members 
Mstep: Class 33 contains 38551 members 
Mstep: Class 34 contains 605 members 
Mstep: Class 35 contains 8732 members 
Mstep: Class 36 contains 2453 members 
Mstep: Class 37 contains 164248 members 
Mstep: Class 38 contains 8339 members 
Mstep: Class 39 contains 4265 members 
Mstep: Class 40 contains 5324 members 
Mstep: Class 41 contains 2913 members 
Mstep: Class 42 contains 3709 members 
Mstep: Class 43 contains 550 members 
Mstep: Class 44 contains 3468 members 
Mstep: Class 45 contains 1907 members 
Mstep: Class 46 contains 392 members 
Mstep: Class 47 contains 5100 members 
Mstep: Class 48 contains 1822 members 
Mstep: Class 49 contains 4225 members 
Mstep: Class 50 contains 6309 members 
Mstep: Class 51 contains 175504 members 
Mstep: Class 52 contains 340 members 
Mstep: Class 53 contains 207 members 
Mstep: Class 54 contains 355 members 
Mstep: Class 55 contains 4301 members 
Mstep: Class 56 contains 2518 members 
Mstep: Class 57 contains 179 members 
Mstep: Class 58 contains 10459 members 
Mstep: Class 59 contains 647 members 
Mstep: Class 60 contains 17851 members 
Mstep: Class 61 contains 255 members 
Mstep: Class 62 contains 1152 members 
Mstep: Class 63 contains 438 members 
Mstep: Class 64 contains 344 members 
Mstep: Class 65 contains 613 members 
Mstep: Class 66 contains 426 members 
Mstep: Class 67 contains 188 members 
Mstep: Class 68 contains 326 members 
Mstep: Class 69 contains 164 members 
Mstep: Class 70 contains 306 members 
Mstep: Class 71 contains 913 members 
Mstep: Class 72 contains 436 members 
Mstep: Class 73 contains 379 members 
Mstep: Class 74 contains 226 members 
Mstep: Class 75 contains 500 members 
Mstep: Class 76 contains 228 members 
Mstep: Class 77 contains 397 members 
Mstep: Class 78 contains 492 members 
Mstep: Class 79 contains 1075 members 
Mstep: Class 80 contains 1219 members 
Mstep: Class 81 contains 1455 members 
Mstep: Class 82 contains 450 members 
Entering Unmasked Estep 
Score: -147554336.000000 Penalty: 284459.781250
Splitting cluster 66 changes total score from -147555280.000000 to -147554336.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 67 (188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Entering Unmasked Estep 
Score: -23657.863281 Penalty: 1298.637695
	Iteration 0F: 2 clusters Score -23657.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -22840.595703 Penalty: 2597.275391
	Iteration 0F: 3 clusters Score -22840.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -23118.339844 Penalty: 2597.275391
	Iteration 1F: 3 clusters Score -23118.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -23185.851562 Penalty: 2597.275391
	Iteration 2Q: 3 clusters Score -23185.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -23188.464844 Penalty: 2597.275391
	Iteration 3Q: 3 clusters Score -23188.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -23188.464844 Penalty: 2597.275391
	Iteration 4F: 3 clusters Score -23188.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Entering Unmasked Estep 
Score: -47694.113281 Penalty: 1435.150513
	Iteration 0F: 2 clusters Score -47694.11 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 163 members 
Entering Unmasked Estep 
Score: -46402.914062 Penalty: 2870.301025
	Iteration 0F: 3 clusters Score -46402.91 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -46608.148438 Penalty: 2870.301025
	Iteration 1F: 3 clusters Score -46608.15 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -46699.734375 Penalty: 2870.301025
	Iteration 2Q: 3 clusters Score -46699.73 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -46772.753906 Penalty: 2870.301025
	Iteration 3Q: 3 clusters Score -46772.75 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -46834.984375 Penalty: 2870.301025
	Iteration 4Q: 3 clusters Score -46834.98 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -46920.691406 Penalty: 2870.301025
	Iteration 5Q: 3 clusters Score -46920.69 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -46978.234375 Penalty: 2870.301025
	Iteration 6Q: 3 clusters Score -46978.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -47060.226562 Penalty: 2870.301025
	Iteration 7Q: 3 clusters Score -47060.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -47122.753906 Penalty: 2870.301025
	Iteration 8Q: 3 clusters Score -47122.75 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -47167.746094 Penalty: 2870.301025
	Iteration 9Q: 3 clusters Score -47167.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -47189.453125 Penalty: 2870.301025
	Iteration 10Q: 3 clusters Score -47189.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -47216.734375 Penalty: 2870.301025
	Iteration 11Q: 3 clusters Score -47216.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -47234.648438 Penalty: 2870.301025
	Iteration 12Q: 3 clusters Score -47234.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -47263.273438 Penalty: 2870.301025
	Iteration 13Q: 3 clusters Score -47263.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -47314.980469 Penalty: 2870.301025
	Iteration 14Q: 3 clusters Score -47314.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -47460.167969 Penalty: 2870.301025
	Iteration 15Q: 3 clusters Score -47460.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -47609.875000 Penalty: 2870.301025
	Iteration 16Q: 3 clusters Score -47609.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -47665.632812 Penalty: 2870.301025
	Iteration 17Q: 3 clusters Score -47665.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -47665.632812 Penalty: 2870.301025
	Iteration 18F: 3 clusters Score -47665.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Entering Unmasked Estep 
Score: -21437.007812 Penalty: 1264.766846
	Iteration 0F: 2 clusters Score -21437.01 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 83 members 
Entering Unmasked Estep 
Score: -20524.738281 Penalty: 2529.533691
	Iteration 0F: 3 clusters Score -20524.74 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -20665.810547 Penalty: 2529.533691
	Iteration 1F: 3 clusters Score -20665.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -20825.748047 Penalty: 2529.533691
	Iteration 2Q: 3 clusters Score -20825.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -20832.263672 Penalty: 2529.533691
	Iteration 3Q: 3 clusters Score -20832.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -20839.375000 Penalty: 2529.533691
	Iteration 4Q: 3 clusters Score -20839.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -20850.255859 Penalty: 2529.533691
	Iteration 5Q: 3 clusters Score -20850.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -20854.943359 Penalty: 2529.533691
	Iteration 6Q: 3 clusters Score -20854.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -20861.576172 Penalty: 2529.533691
	Iteration 7Q: 3 clusters Score -20861.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -20861.576172 Penalty: 2529.533691
	Iteration 8F: 3 clusters Score -20861.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Entering Unmasked Estep 
Score: -46319.410156 Penalty: 1419.449097
	Iteration 0F: 2 clusters Score -46319.41 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 162 members 
Entering Unmasked Estep 
Score: -45055.871094 Penalty: 2838.898193
	Iteration 0F: 3 clusters Score -45055.87 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -45222.367188 Penalty: 2838.898193
	Iteration 1F: 3 clusters Score -45222.37 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -45390.066406 Penalty: 2838.898193
	Iteration 2F: 3 clusters Score -45390.07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -45533.265625 Penalty: 2838.898193
	Iteration 3Q: 3 clusters Score -45533.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -45603.761719 Penalty: 2838.898193
	Iteration 4Q: 3 clusters Score -45603.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -45695.496094 Penalty: 2838.898193
	Iteration 5Q: 3 clusters Score -45695.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -45824.839844 Penalty: 2838.898193
	Iteration 6Q: 3 clusters Score -45824.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -45858.203125 Penalty: 2838.898193
	Iteration 7Q: 3 clusters Score -45858.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -45869.496094 Penalty: 2838.898193
	Iteration 8Q: 3 clusters Score -45869.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -45873.589844 Penalty: 2838.898193
	Iteration 9Q: 3 clusters Score -45873.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -45873.589844 Penalty: 2838.898193
	Iteration 10F: 3 clusters Score -45873.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Entering Unmasked Estep 
Score: -129392.140625 Penalty: 1690.550415
	Iteration 0F: 2 clusters Score -129392.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -127631.210938 Penalty: 3381.100830
	Iteration 0F: 3 clusters Score -127631.2 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -128304.789062 Penalty: 3381.100830
	Iteration 1F: 3 clusters Score -128304.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -128637.195312 Penalty: 3381.100830
	Iteration 2F: 3 clusters Score -128637.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -128959.734375 Penalty: 3381.100830
	Iteration 3F: 3 clusters Score -128959.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -129136.476562 Penalty: 3381.100830
	Iteration 4F: 3 clusters Score -129136.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -129211.351562 Penalty: 3381.100830
	Iteration 5Q: 3 clusters Score -129211.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -129293.320312 Penalty: 3381.100830
	Iteration 6Q: 3 clusters Score -129293.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -129380.890625 Penalty: 3381.100830
	Iteration 7Q: 3 clusters Score -129380.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -129464.609375 Penalty: 3381.100830
	Iteration 8Q: 3 clusters Score -129464.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -129533.492188 Penalty: 3381.100830
	Iteration 9Q: 3 clusters Score -129533.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -129603.992188 Penalty: 3381.100830
	Iteration 10Q: 3 clusters Score -129604 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -129688.335938 Penalty: 3381.100830
	Iteration 11Q: 3 clusters Score -129688.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -129733.335938 Penalty: 3381.100830
	Iteration 12Q: 3 clusters Score -129733.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -129783.414062 Penalty: 3381.100830
	Iteration 13Q: 3 clusters Score -129783.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -129800.265625 Penalty: 3381.100830
	Iteration 14Q: 3 clusters Score -129800.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -129823.640625 Penalty: 3381.100830
	Iteration 15Q: 3 clusters Score -129823.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -129839.125000 Penalty: 3381.100830
	Iteration 16Q: 3 clusters Score -129839.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -129847.101562 Penalty: 3381.100830
	Iteration 17Q: 3 clusters Score -129847.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -129851.804688 Penalty: 3381.100830
	Iteration 18Q: 3 clusters Score -129851.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -129859.367188 Penalty: 3381.100830
	Iteration 19Q: 3 clusters Score -129859.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -129867.523438 Penalty: 3381.100830
	Iteration 20F: 3 clusters Score -129867.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -129875.859375 Penalty: 3381.100830
	Iteration 21Q: 3 clusters Score -129875.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -129912.125000 Penalty: 3381.100830
	Iteration 22Q: 3 clusters Score -129912.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -129940.414062 Penalty: 3381.100830
	Iteration 23Q: 3 clusters Score -129940.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -129957.421875 Penalty: 3381.100830
	Iteration 24Q: 3 clusters Score -129957.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -129977.500000 Penalty: 3381.100830
	Iteration 25Q: 3 clusters Score -129977.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -129984.539062 Penalty: 3381.100830
	Iteration 26Q: 3 clusters Score -129984.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -129985.968750 Penalty: 3381.100830
	Iteration 27Q: 3 clusters Score -129986 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -129985.968750 Penalty: 3381.100830
	Iteration 28F: 3 clusters Score -129986 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 52553 members 
Mstep: Class 3 contains 5280 members 
Mstep: Class 4 contains 27249 members 
Mstep: Class 5 contains 8286 members 
Mstep: Class 6 contains 4490 members 
Mstep: Class 7 contains 26582 members 
Mstep: Class 8 contains 751 members 
Mstep: Class 9 contains 10973 members 
Mstep: Class 10 contains 3040 members 
Mstep: Class 11 contains 37309 members 
Mstep: Class 12 contains 23336 members 
Mstep: Class 13 contains 215708 members 
Mstep: Class 14 contains 40995 members 
Mstep: Class 15 contains 685 members 
Mstep: Class 16 contains 29095 members 
Mstep: Class 17 contains 9366 members 
Mstep: Class 18 contains 14308 members 
Mstep: Class 19 contains 61584 members 
Mstep: Class 20 contains 10998 members 
Mstep: Class 21 contains 16567 members 
Mstep: Class 22 contains 2993 members 
Mstep: Class 23 contains 2570 members 
Mstep: Class 24 contains 18665 members 
Mstep: Class 25 contains 2068 members 
Mstep: Class 26 contains 22288 members 
Mstep: Class 27 contains 6174 members 
Mstep: Class 28 contains 4115 members 
Mstep: Class 29 contains 37122 members 
Mstep: Class 30 contains 4527 members 
Mstep: Class 31 contains 481 members 
Mstep: Class 32 contains 381 members 
Mstep: Class 33 contains 38551 members 
Mstep: Class 34 contains 605 members 
Mstep: Class 35 contains 8732 members 
Mstep: Class 36 contains 2453 members 
Mstep: Class 37 contains 164248 members 
Mstep: Class 38 contains 8339 members 
Mstep: Class 39 contains 4265 members 
Mstep: Class 40 contains 5324 members 
Mstep: Class 41 contains 2913 members 
Mstep: Class 42 contains 3709 members 
Mstep: Class 43 contains 550 members 
Mstep: Class 44 contains 3468 members 
Mstep: Class 45 contains 1907 members 
Mstep: Class 46 contains 392 members 
Mstep: Class 47 contains 5100 members 
Mstep: Class 48 contains 1822 members 
Mstep: Class 49 contains 4225 members 
Mstep: Class 50 contains 6309 members 
Mstep: Class 51 contains 175504 members 
Mstep: Class 52 contains 340 members 
Mstep: Class 53 contains 207 members 
Mstep: Class 54 contains 355 members 
Mstep: Class 55 contains 4301 members 
Mstep: Class 56 contains 2518 members 
Mstep: Class 57 contains 179 members 
Mstep: Class 58 contains 10459 members 
Mstep: Class 59 contains 647 members 
Mstep: Class 60 contains 17851 members 
Mstep: Class 61 contains 255 members 
Mstep: Class 62 contains 1152 members 
Mstep: Class 63 contains 438 members 
Mstep: Class 64 contains 344 members 
Mstep: Class 65 contains 613 members 
Mstep: Class 66 contains 876 members 
Mstep: Class 67 contains 188 members 
Mstep: Class 68 contains 326 members 
Mstep: Class 69 contains 164 members 
Mstep: Class 70 contains 306 members 
Mstep: Class 71 contains 521 members 
Mstep: Class 72 contains 436 members 
Mstep: Class 73 contains 379 members 
Mstep: Class 74 contains 226 members 
Mstep: Class 75 contains 500 members 
Mstep: Class 76 contains 228 members 
Mstep: Class 77 contains 397 members 
Mstep: Class 78 contains 492 members 
Mstep: Class 79 contains 1075 members 
Mstep: Class 80 contains 1219 members 
Mstep: Class 81 contains 1455 members 
Mstep: Class 82 contains 392 members 
Entering Unmasked Estep 
Score: -147554032.000000 Penalty: 284459.781250
Splitting cluster 71 changes total score from -147555280.000000 to -147554032.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 72 (436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Entering Unmasked Estep 
Score: -58960.156250 Penalty: 1507.255371
	Iteration 0F: 2 clusters Score -58960.16 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 214 members 
Entering Unmasked Estep 
Score: -57579.960938 Penalty: 3014.510742
	Iteration 0F: 3 clusters Score -57579.96 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -58131.667969 Penalty: 3014.510742
	Iteration 1F: 3 clusters Score -58131.67 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -58555.093750 Penalty: 3014.510742
	Iteration 2F: 3 clusters Score -58555.09 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -58841.402344 Penalty: 3014.510742
	Iteration 3F: 3 clusters Score -58841.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -59004.609375 Penalty: 3014.510742
	Iteration 4Q: 3 clusters Score -59004.61 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -59133.464844 Penalty: 3014.510742
	Iteration 5Q: 3 clusters Score -59133.46 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -59241.738281 Penalty: 3014.510742
	Iteration 6Q: 3 clusters Score -59241.74 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -59355.644531 Penalty: 3014.510742
	Iteration 7Q: 3 clusters Score -59355.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -59484.082031 Penalty: 3014.510742
	Iteration 8Q: 3 clusters Score -59484.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -59539.054688 Penalty: 3014.510742
	Iteration 9Q: 3 clusters Score -59539.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -59539.054688 Penalty: 3014.510742
	Iteration 10F: 3 clusters Score -59539.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 52553 members 
Mstep: Class 3 contains 5280 members 
Mstep: Class 4 contains 27249 members 
Mstep: Class 5 contains 8286 members 
Mstep: Class 6 contains 4490 members 
Mstep: Class 7 contains 26582 members 
Mstep: Class 8 contains 751 members 
Mstep: Class 9 contains 10973 members 
Mstep: Class 10 contains 3040 members 
Mstep: Class 11 contains 37309 members 
Mstep: Class 12 contains 23336 members 
Mstep: Class 13 contains 215708 members 
Mstep: Class 14 contains 40995 members 
Mstep: Class 15 contains 685 members 
Mstep: Class 16 contains 29095 members 
Mstep: Class 17 contains 9366 members 
Mstep: Class 18 contains 14308 members 
Mstep: Class 19 contains 61584 members 
Mstep: Class 20 contains 10998 members 
Mstep: Class 21 contains 16567 members 
Mstep: Class 22 contains 2993 members 
Mstep: Class 23 contains 2570 members 
Mstep: Class 24 contains 18665 members 
Mstep: Class 25 contains 2068 members 
Mstep: Class 26 contains 22288 members 
Mstep: Class 27 contains 6174 members 
Mstep: Class 28 contains 4115 members 
Mstep: Class 29 contains 37122 members 
Mstep: Class 30 contains 4527 members 
Mstep: Class 31 contains 481 members 
Mstep: Class 32 contains 381 members 
Mstep: Class 33 contains 38551 members 
Mstep: Class 34 contains 605 members 
Mstep: Class 35 contains 8732 members 
Mstep: Class 36 contains 2453 members 
Mstep: Class 37 contains 164248 members 
Mstep: Class 38 contains 8339 members 
Mstep: Class 39 contains 4265 members 
Mstep: Class 40 contains 5324 members 
Mstep: Class 41 contains 2913 members 
Mstep: Class 42 contains 3709 members 
Mstep: Class 43 contains 550 members 
Mstep: Class 44 contains 3468 members 
Mstep: Class 45 contains 1907 members 
Mstep: Class 46 contains 392 members 
Mstep: Class 47 contains 5100 members 
Mstep: Class 48 contains 1822 members 
Mstep: Class 49 contains 4225 members 
Mstep: Class 50 contains 6309 members 
Mstep: Class 51 contains 175504 members 
Mstep: Class 52 contains 340 members 
Mstep: Class 53 contains 207 members 
Mstep: Class 54 contains 355 members 
Mstep: Class 55 contains 4301 members 
Mstep: Class 56 contains 2518 members 
Mstep: Class 57 contains 179 members 
Mstep: Class 58 contains 10459 members 
Mstep: Class 59 contains 647 members 
Mstep: Class 60 contains 17851 members 
Mstep: Class 61 contains 255 members 
Mstep: Class 62 contains 1152 members 
Mstep: Class 63 contains 438 members 
Mstep: Class 64 contains 344 members 
Mstep: Class 65 contains 613 members 
Mstep: Class 66 contains 876 members 
Mstep: Class 67 contains 188 members 
Mstep: Class 68 contains 326 members 
Mstep: Class 69 contains 164 members 
Mstep: Class 70 contains 306 members 
Mstep: Class 71 contains 913 members 
Mstep: Class 72 contains 218 members 
Mstep: Class 73 contains 379 members 
Mstep: Class 74 contains 226 members 
Mstep: Class 75 contains 500 members 
Mstep: Class 76 contains 228 members 
Mstep: Class 77 contains 397 members 
Mstep: Class 78 contains 492 members 
Mstep: Class 79 contains 1075 members 
Mstep: Class 80 contains 1219 members 
Mstep: Class 81 contains 1455 members 
Mstep: Class 82 contains 218 members 
Entering Unmasked Estep 
Score: -147553792.000000 Penalty: 284459.781250
Splitting cluster 72 changes total score from -147555280.000000 to -147553792.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 73 (379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Entering Unmasked Estep 
Score: -55155.628906 Penalty: 1472.509033
	Iteration 0F: 2 clusters Score -55155.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -53794.167969 Penalty: 2945.018066
	Iteration 0F: 3 clusters Score -53794.17 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -54266.515625 Penalty: 2945.018066
	Iteration 1F: 3 clusters Score -54266.52 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -54659.507812 Penalty: 2945.018066
	Iteration 2F: 3 clusters Score -54659.51 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -54961.339844 Penalty: 2945.018066
	Iteration 3F: 3 clusters Score -54961.34 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -55230.343750 Penalty: 2945.018066
	Iteration 4Q: 3 clusters Score -55230.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -55292.730469 Penalty: 2945.018066
	Iteration 5Q: 3 clusters Score -55292.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -55328.355469 Penalty: 2945.018066
	Iteration 6Q: 3 clusters Score -55328.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -55361.710938 Penalty: 2945.018066
	Iteration 7Q: 3 clusters Score -55361.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -55393.062500 Penalty: 2945.018066
	Iteration 8Q: 3 clusters Score -55393.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -55399.894531 Penalty: 2945.018066
	Iteration 9Q: 3 clusters Score -55399.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -55401.511719 Penalty: 2945.018066
	Iteration 10F: 3 clusters Score -55401.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -55421.675781 Penalty: 2945.018066
	Iteration 11Q: 3 clusters Score -55421.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -55421.675781 Penalty: 2945.018066
	Iteration 12F: 3 clusters Score -55421.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 52553 members 
Mstep: Class 3 contains 5280 members 
Mstep: Class 4 contains 27249 members 
Mstep: Class 5 contains 8286 members 
Mstep: Class 6 contains 4490 members 
Mstep: Class 7 contains 26582 members 
Mstep: Class 8 contains 751 members 
Mstep: Class 9 contains 10973 members 
Mstep: Class 10 contains 3040 members 
Mstep: Class 11 contains 37309 members 
Mstep: Class 12 contains 23336 members 
Mstep: Class 13 contains 215708 members 
Mstep: Class 14 contains 40995 members 
Mstep: Class 15 contains 685 members 
Mstep: Class 16 contains 29095 members 
Mstep: Class 17 contains 9366 members 
Mstep: Class 18 contains 14308 members 
Mstep: Class 19 contains 61584 members 
Mstep: Class 20 contains 10998 members 
Mstep: Class 21 contains 16567 members 
Mstep: Class 22 contains 2993 members 
Mstep: Class 23 contains 2570 members 
Mstep: Class 24 contains 18665 members 
Mstep: Class 25 contains 2068 members 
Mstep: Class 26 contains 22288 members 
Mstep: Class 27 contains 6174 members 
Mstep: Class 28 contains 4115 members 
Mstep: Class 29 contains 37122 members 
Mstep: Class 30 contains 4527 members 
Mstep: Class 31 contains 481 members 
Mstep: Class 32 contains 381 members 
Mstep: Class 33 contains 38551 members 
Mstep: Class 34 contains 605 members 
Mstep: Class 35 contains 8732 members 
Mstep: Class 36 contains 2453 members 
Mstep: Class 37 contains 164248 members 
Mstep: Class 38 contains 8339 members 
Mstep: Class 39 contains 4265 members 
Mstep: Class 40 contains 5324 members 
Mstep: Class 41 contains 2913 members 
Mstep: Class 42 contains 3709 members 
Mstep: Class 43 contains 550 members 
Mstep: Class 44 contains 3468 members 
Mstep: Class 45 contains 1907 members 
Mstep: Class 46 contains 392 members 
Mstep: Class 47 contains 5100 members 
Mstep: Class 48 contains 1822 members 
Mstep: Class 49 contains 4225 members 
Mstep: Class 50 contains 6309 members 
Mstep: Class 51 contains 175504 members 
Mstep: Class 52 contains 340 members 
Mstep: Class 53 contains 207 members 
Mstep: Class 54 contains 355 members 
Mstep: Class 55 contains 4301 members 
Mstep: Class 56 contains 2518 members 
Mstep: Class 57 contains 179 members 
Mstep: Class 58 contains 10459 members 
Mstep: Class 59 contains 647 members 
Mstep: Class 60 contains 17851 members 
Mstep: Class 61 contains 255 members 
Mstep: Class 62 contains 1152 members 
Mstep: Class 63 contains 438 members 
Mstep: Class 64 contains 344 members 
Mstep: Class 65 contains 613 members 
Mstep: Class 66 contains 876 members 
Mstep: Class 67 contains 188 members 
Mstep: Class 68 contains 326 members 
Mstep: Class 69 contains 164 members 
Mstep: Class 70 contains 306 members 
Mstep: Class 71 contains 913 members 
Mstep: Class 72 contains 436 members 
Mstep: Class 73 contains 159 members 
Mstep: Class 74 contains 226 members 
Mstep: Class 75 contains 500 members 
Mstep: Class 76 contains 228 members 
Mstep: Class 77 contains 397 members 
Mstep: Class 78 contains 492 members 
Mstep: Class 79 contains 1075 members 
Mstep: Class 80 contains 1219 members 
Mstep: Class 81 contains 1455 members 
Mstep: Class 82 contains 220 members 
Entering Unmasked Estep 
Score: -147553552.000000 Penalty: 284459.781250
Splitting cluster 73 changes total score from -147555280.000000 to -147553552.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 74 (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: -31202.105469 Penalty: 1344.292725
	Iteration 0F: 2 clusters Score -31202.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -30074.751953 Penalty: 2688.585449
	Iteration 0F: 3 clusters Score -30074.75 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -30187.324219 Penalty: 2688.585449
	Iteration 1F: 3 clusters Score -30187.32 nChanged 13
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: -30288.312500 Penalty: 2688.585449
	Iteration 2F: 3 clusters Score -30288.31 nChanged 9
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: -30445.050781 Penalty: 2688.585449
	Iteration 3Q: 3 clusters Score -30445.05 nChanged 3
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: -30456.685547 Penalty: 2688.585449
	Iteration 4Q: 3 clusters Score -30456.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -30461.494141 Penalty: 2688.585449
	Iteration 5Q: 3 clusters Score -30461.49 nChanged 1
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: -30463.931641 Penalty: 2688.585449
	Iteration 6Q: 3 clusters Score -30463.93 nChanged 0
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: -30463.931641 Penalty: 2688.585449
	Iteration 7F: 3 clusters Score -30463.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 75 (500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Entering Unmasked Estep 
Score: -75508.234375 Penalty: 1541.222778
	Iteration 0F: 2 clusters Score -75508.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -74015.546875 Penalty: 3082.445557
	Iteration 0F: 3 clusters Score -74015.55 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -74381.632812 Penalty: 3082.445557
	Iteration 1F: 3 clusters Score -74381.63 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -74638.531250 Penalty: 3082.445557
	Iteration 2F: 3 clusters Score -74638.53 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -74989.195312 Penalty: 3082.445557
	Iteration 3F: 3 clusters Score -74989.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -75060.828125 Penalty: 3082.445557
	Iteration 4Q: 3 clusters Score -75060.83 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -75099.351562 Penalty: 3082.445557
	Iteration 5Q: 3 clusters Score -75099.35 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -75134.117188 Penalty: 3082.445557
	Iteration 6Q: 3 clusters Score -75134.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -75151.609375 Penalty: 3082.445557
	Iteration 7Q: 3 clusters Score -75151.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -75171.976562 Penalty: 3082.445557
	Iteration 8Q: 3 clusters Score -75171.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -75213.992188 Penalty: 3082.445557
	Iteration 9Q: 3 clusters Score -75213.99 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -75270.937500 Penalty: 3082.445557
	Iteration 10Q: 3 clusters Score -75270.94 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -75316.273438 Penalty: 3082.445557
	Iteration 11Q: 3 clusters Score -75316.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -75356.890625 Penalty: 3082.445557
	Iteration 12Q: 3 clusters Score -75356.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -75382.156250 Penalty: 3082.445557
	Iteration 13Q: 3 clusters Score -75382.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -75396.570312 Penalty: 3082.445557
	Iteration 14Q: 3 clusters Score -75396.57 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -75439.195312 Penalty: 3082.445557
	Iteration 15Q: 3 clusters Score -75439.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -75508.218750 Penalty: 3082.445557
	Iteration 16Q: 3 clusters Score -75508.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -75542.929688 Penalty: 3082.445557
	Iteration 17Q: 3 clusters Score -75542.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -75546.023438 Penalty: 3082.445557
	Iteration 18Q: 3 clusters Score -75546.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -75546.023438 Penalty: 3082.445557
	Iteration 19F: 3 clusters Score -75546.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 52553 members 
Mstep: Class 3 contains 5280 members 
Mstep: Class 4 contains 27249 members 
Mstep: Class 5 contains 8286 members 
Mstep: Class 6 contains 4490 members 
Mstep: Class 7 contains 26582 members 
Mstep: Class 8 contains 751 members 
Mstep: Class 9 contains 10973 members 
Mstep: Class 10 contains 3040 members 
Mstep: Class 11 contains 37309 members 
Mstep: Class 12 contains 23336 members 
Mstep: Class 13 contains 215708 members 
Mstep: Class 14 contains 40995 members 
Mstep: Class 15 contains 685 members 
Mstep: Class 16 contains 29095 members 
Mstep: Class 17 contains 9366 members 
Mstep: Class 18 contains 14308 members 
Mstep: Class 19 contains 61584 members 
Mstep: Class 20 contains 10998 members 
Mstep: Class 21 contains 16567 members 
Mstep: Class 22 contains 2993 members 
Mstep: Class 23 contains 2570 members 
Mstep: Class 24 contains 18665 members 
Mstep: Class 25 contains 2068 members 
Mstep: Class 26 contains 22288 members 
Mstep: Class 27 contains 6174 members 
Mstep: Class 28 contains 4115 members 
Mstep: Class 29 contains 37122 members 
Mstep: Class 30 contains 4527 members 
Mstep: Class 31 contains 481 members 
Mstep: Class 32 contains 381 members 
Mstep: Class 33 contains 38551 members 
Mstep: Class 34 contains 605 members 
Mstep: Class 35 contains 8732 members 
Mstep: Class 36 contains 2453 members 
Mstep: Class 37 contains 164248 members 
Mstep: Class 38 contains 8339 members 
Mstep: Class 39 contains 4265 members 
Mstep: Class 40 contains 5324 members 
Mstep: Class 41 contains 2913 members 
Mstep: Class 42 contains 3709 members 
Mstep: Class 43 contains 550 members 
Mstep: Class 44 contains 3468 members 
Mstep: Class 45 contains 1907 members 
Mstep: Class 46 contains 392 members 
Mstep: Class 47 contains 5100 members 
Mstep: Class 48 contains 1822 members 
Mstep: Class 49 contains 4225 members 
Mstep: Class 50 contains 6309 members 
Mstep: Class 51 contains 175504 members 
Mstep: Class 52 contains 340 members 
Mstep: Class 53 contains 207 members 
Mstep: Class 54 contains 355 members 
Mstep: Class 55 contains 4301 members 
Mstep: Class 56 contains 2518 members 
Mstep: Class 57 contains 179 members 
Mstep: Class 58 contains 10459 members 
Mstep: Class 59 contains 647 members 
Mstep: Class 60 contains 17851 members 
Mstep: Class 61 contains 255 members 
Mstep: Class 62 contains 1152 members 
Mstep: Class 63 contains 438 members 
Mstep: Class 64 contains 344 members 
Mstep: Class 65 contains 613 members 
Mstep: Class 66 contains 876 members 
Mstep: Class 67 contains 188 members 
Mstep: Class 68 contains 326 members 
Mstep: Class 69 contains 164 members 
Mstep: Class 70 contains 306 members 
Mstep: Class 71 contains 913 members 
Mstep: Class 72 contains 436 members 
Mstep: Class 73 contains 379 members 
Mstep: Class 74 contains 226 members 
Mstep: Class 75 contains 321 members 
Mstep: Class 76 contains 228 members 
Mstep: Class 77 contains 397 members 
Mstep: Class 78 contains 492 members 
Mstep: Class 79 contains 1075 members 
Mstep: Class 80 contains 1219 members 
Mstep: Class 81 contains 1455 members 
Mstep: Class 82 contains 179 members 
Entering Unmasked Estep 
Score: -147553440.000000 Penalty: 284459.781250
Splitting cluster 75 changes total score from -147555280.000000 to -147553440.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 76 (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: -30240.857422 Penalty: 1346.477661
	Iteration 0F: 2 clusters Score -30240.86 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 106 members 
Entering Unmasked Estep 
Score: -29246.205078 Penalty: 2692.955322
	Iteration 0F: 3 clusters Score -29246.21 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -29659.906250 Penalty: 2692.955322
	Iteration 1F: 3 clusters Score -29659.91 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -29956.574219 Penalty: 2692.955322
	Iteration 2F: 3 clusters Score -29956.57 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -30150.001953 Penalty: 2692.955322
	Iteration 3Q: 3 clusters Score -30150 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -30252.269531 Penalty: 2692.955322
	Iteration 4Q: 3 clusters Score -30252.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -30304.910156 Penalty: 2692.955322
	Iteration 5Q: 3 clusters Score -30304.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -30332.015625 Penalty: 2692.955322
	Iteration 6Q: 3 clusters Score -30332.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -30332.015625 Penalty: 2692.955322
	Iteration 7F: 3 clusters Score -30332.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 52553 members 
Mstep: Class 3 contains 5280 members 
Mstep: Class 4 contains 27249 members 
Mstep: Class 5 contains 8286 members 
Mstep: Class 6 contains 4490 members 
Mstep: Class 7 contains 26582 members 
Mstep: Class 8 contains 751 members 
Mstep: Class 9 contains 10973 members 
Mstep: Class 10 contains 3040 members 
Mstep: Class 11 contains 37309 members 
Mstep: Class 12 contains 23336 members 
Mstep: Class 13 contains 215708 members 
Mstep: Class 14 contains 40995 members 
Mstep: Class 15 contains 685 members 
Mstep: Class 16 contains 29095 members 
Mstep: Class 17 contains 9366 members 
Mstep: Class 18 contains 14308 members 
Mstep: Class 19 contains 61584 members 
Mstep: Class 20 contains 10998 members 
Mstep: Class 21 contains 16567 members 
Mstep: Class 22 contains 2993 members 
Mstep: Class 23 contains 2570 members 
Mstep: Class 24 contains 18665 members 
Mstep: Class 25 contains 2068 members 
Mstep: Class 26 contains 22288 members 
Mstep: Class 27 contains 6174 members 
Mstep: Class 28 contains 4115 members 
Mstep: Class 29 contains 37122 members 
Mstep: Class 30 contains 4527 members 
Mstep: Class 31 contains 481 members 
Mstep: Class 32 contains 381 members 
Mstep: Class 33 contains 38551 members 
Mstep: Class 34 contains 605 members 
Mstep: Class 35 contains 8732 members 
Mstep: Class 36 contains 2453 members 
Mstep: Class 37 contains 164248 members 
Mstep: Class 38 contains 8339 members 
Mstep: Class 39 contains 4265 members 
Mstep: Class 40 contains 5324 members 
Mstep: Class 41 contains 2913 members 
Mstep: Class 42 contains 3709 members 
Mstep: Class 43 contains 550 members 
Mstep: Class 44 contains 3468 members 
Mstep: Class 45 contains 1907 members 
Mstep: Class 46 contains 392 members 
Mstep: Class 47 contains 5100 members 
Mstep: Class 48 contains 1822 members 
Mstep: Class 49 contains 4225 members 
Mstep: Class 50 contains 6309 members 
Mstep: Class 51 contains 175504 members 
Mstep: Class 52 contains 340 members 
Mstep: Class 53 contains 207 members 
Mstep: Class 54 contains 355 members 
Mstep: Class 55 contains 4301 members 
Mstep: Class 56 contains 2518 members 
Mstep: Class 57 contains 179 members 
Mstep: Class 58 contains 10459 members 
Mstep: Class 59 contains 647 members 
Mstep: Class 60 contains 17851 members 
Mstep: Class 61 contains 255 members 
Mstep: Class 62 contains 1152 members 
Mstep: Class 63 contains 438 members 
Mstep: Class 64 contains 344 members 
Mstep: Class 65 contains 613 members 
Mstep: Class 66 contains 876 members 
Mstep: Class 67 contains 188 members 
Mstep: Class 68 contains 326 members 
Mstep: Class 69 contains 164 members 
Mstep: Class 70 contains 306 members 
Mstep: Class 71 contains 913 members 
Mstep: Class 72 contains 436 members 
Mstep: Class 73 contains 379 members 
Mstep: Class 74 contains 226 members 
Mstep: Class 75 contains 500 members 
Mstep: Class 76 contains 147 members 
Mstep: Class 77 contains 397 members 
Mstep: Class 78 contains 492 members 
Mstep: Class 79 contains 1075 members 
Mstep: Class 80 contains 1219 members 
Mstep: Class 81 contains 1455 members 
Mstep: Class 82 contains 81 members 
Entering Unmasked Estep 
Score: -147553296.000000 Penalty: 284459.781250
Splitting cluster 76 changes total score from -147555280.000000 to -147553296.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 77 (397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Entering Unmasked Estep 
Score: -58243.046875 Penalty: 1484.016235
	Iteration 0F: 2 clusters Score -58243.05 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 186 members 
Entering Unmasked Estep 
Score: -56901.621094 Penalty: 2968.032471
	Iteration 0F: 3 clusters Score -56901.62 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -57377.035156 Penalty: 2968.032471
	Iteration 1F: 3 clusters Score -57377.04 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -57636.890625 Penalty: 2968.032471
	Iteration 2F: 3 clusters Score -57636.89 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -57768.691406 Penalty: 2968.032471
	Iteration 3Q: 3 clusters Score -57768.69 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -57837.523438 Penalty: 2968.032471
	Iteration 4Q: 3 clusters Score -57837.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -57874.023438 Penalty: 2968.032471
	Iteration 5Q: 3 clusters Score -57874.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -57937.832031 Penalty: 2968.032471
	Iteration 6Q: 3 clusters Score -57937.83 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -58025.703125 Penalty: 2968.032471
	Iteration 7Q: 3 clusters Score -58025.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -58066.218750 Penalty: 2968.032471
	Iteration 8Q: 3 clusters Score -58066.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -58091.617188 Penalty: 2968.032471
	Iteration 9Q: 3 clusters Score -58091.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -58091.769531 Penalty: 2968.032471
	Iteration 10F: 3 clusters Score -58091.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -58107.949219 Penalty: 2968.032471
	Iteration 11Q: 3 clusters Score -58107.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -58121.816406 Penalty: 2968.032471
	Iteration 12Q: 3 clusters Score -58121.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -58190.996094 Penalty: 2968.032471
	Iteration 13Q: 3 clusters Score -58191 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -58228.437500 Penalty: 2968.032471
	Iteration 14Q: 3 clusters Score -58228.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -58228.437500 Penalty: 2968.032471
	Iteration 15F: 3 clusters Score -58228.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 78 (492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Entering Unmasked Estep 
Score: -72439.312500 Penalty: 1537.222656
	Iteration 0F: 2 clusters Score -72439.31 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 256 members 
Entering Unmasked Estep 
Score: -70999.671875 Penalty: 3074.445312
	Iteration 0F: 3 clusters Score -70999.67 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -71344.843750 Penalty: 3074.445312
	Iteration 1F: 3 clusters Score -71344.84 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -71677.750000 Penalty: 3074.445312
	Iteration 2F: 3 clusters Score -71677.75 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -72070.664062 Penalty: 3074.445312
	Iteration 3F: 3 clusters Score -72070.66 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -72314.429688 Penalty: 3074.445312
	Iteration 4Q: 3 clusters Score -72314.43 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -72371.750000 Penalty: 3074.445312
	Iteration 5Q: 3 clusters Score -72371.75 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -72440.351562 Penalty: 3074.445312
	Iteration 6Q: 3 clusters Score -72440.35 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -72519.546875 Penalty: 3074.445312
	Iteration 7Q: 3 clusters Score -72519.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -72547.812500 Penalty: 3074.445312
	Iteration 8Q: 3 clusters Score -72547.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -72547.812500 Penalty: 3074.445312
	Iteration 9F: 3 clusters Score -72547.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 52553 members 
Mstep: Class 3 contains 5280 members 
Mstep: Class 4 contains 27249 members 
Mstep: Class 5 contains 8286 members 
Mstep: Class 6 contains 4490 members 
Mstep: Class 7 contains 26582 members 
Mstep: Class 8 contains 751 members 
Mstep: Class 9 contains 10973 members 
Mstep: Class 10 contains 3040 members 
Mstep: Class 11 contains 37309 members 
Mstep: Class 12 contains 23336 members 
Mstep: Class 13 contains 215708 members 
Mstep: Class 14 contains 40995 members 
Mstep: Class 15 contains 685 members 
Mstep: Class 16 contains 29095 members 
Mstep: Class 17 contains 9366 members 
Mstep: Class 18 contains 14308 members 
Mstep: Class 19 contains 61584 members 
Mstep: Class 20 contains 10998 members 
Mstep: Class 21 contains 16567 members 
Mstep: Class 22 contains 2993 members 
Mstep: Class 23 contains 2570 members 
Mstep: Class 24 contains 18665 members 
Mstep: Class 25 contains 2068 members 
Mstep: Class 26 contains 22288 members 
Mstep: Class 27 contains 6174 members 
Mstep: Class 28 contains 4115 members 
Mstep: Class 29 contains 37122 members 
Mstep: Class 30 contains 4527 members 
Mstep: Class 31 contains 481 members 
Mstep: Class 32 contains 381 members 
Mstep: Class 33 contains 38551 members 
Mstep: Class 34 contains 605 members 
Mstep: Class 35 contains 8732 members 
Mstep: Class 36 contains 2453 members 
Mstep: Class 37 contains 164248 members 
Mstep: Class 38 contains 8339 members 
Mstep: Class 39 contains 4265 members 
Mstep: Class 40 contains 5324 members 
Mstep: Class 41 contains 2913 members 
Mstep: Class 42 contains 3709 members 
Mstep: Class 43 contains 550 members 
Mstep: Class 44 contains 3468 members 
Mstep: Class 45 contains 1907 members 
Mstep: Class 46 contains 392 members 
Mstep: Class 47 contains 5100 members 
Mstep: Class 48 contains 1822 members 
Mstep: Class 49 contains 4225 members 
Mstep: Class 50 contains 6309 members 
Mstep: Class 51 contains 175504 members 
Mstep: Class 52 contains 340 members 
Mstep: Class 53 contains 207 members 
Mstep: Class 54 contains 355 members 
Mstep: Class 55 contains 4301 members 
Mstep: Class 56 contains 2518 members 
Mstep: Class 57 contains 179 members 
Mstep: Class 58 contains 10459 members 
Mstep: Class 59 contains 647 members 
Mstep: Class 60 contains 17851 members 
Mstep: Class 61 contains 255 members 
Mstep: Class 62 contains 1152 members 
Mstep: Class 63 contains 438 members 
Mstep: Class 64 contains 344 members 
Mstep: Class 65 contains 613 members 
Mstep: Class 66 contains 876 members 
Mstep: Class 67 contains 188 members 
Mstep: Class 68 contains 326 members 
Mstep: Class 69 contains 164 members 
Mstep: Class 70 contains 306 members 
Mstep: Class 71 contains 913 members 
Mstep: Class 72 contains 436 members 
Mstep: Class 73 contains 379 members 
Mstep: Class 74 contains 226 members 
Mstep: Class 75 contains 500 members 
Mstep: Class 76 contains 228 members 
Mstep: Class 77 contains 397 members 
Mstep: Class 78 contains 279 members 
Mstep: Class 79 contains 1075 members 
Mstep: Class 80 contains 1219 members 
Mstep: Class 81 contains 1455 members 
Mstep: Class 82 contains 213 members 
Entering Unmasked Estep 
Score: -147553504.000000 Penalty: 284459.781250
Splitting cluster 78 changes total score from -147555280.000000 to -147553504.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 79 (1075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Entering Unmasked Estep 
Score: -153813.546875 Penalty: 1731.058838
	Iteration 0F: 2 clusters Score -153813.5 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 542 members 
Entering Unmasked Estep 
Score: -151939.062500 Penalty: 3462.117676
	Iteration 0F: 3 clusters Score -151939.1 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -152903.218750 Penalty: 3462.117676
	Iteration 1F: 3 clusters Score -152903.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -153500.359375 Penalty: 3462.117676
	Iteration 2F: 3 clusters Score -153500.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -153955.640625 Penalty: 3462.117676
	Iteration 3F: 3 clusters Score -153955.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -154110.203125 Penalty: 3462.117676
	Iteration 4F: 3 clusters Score -154110.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -154158.328125 Penalty: 3462.117676
	Iteration 5Q: 3 clusters Score -154158.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -154202.015625 Penalty: 3462.117676
	Iteration 6Q: 3 clusters Score -154202 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -154242.765625 Penalty: 3462.117676
	Iteration 7Q: 3 clusters Score -154242.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -154289.046875 Penalty: 3462.117676
	Iteration 8Q: 3 clusters Score -154289 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -154322.515625 Penalty: 3462.117676
	Iteration 9Q: 3 clusters Score -154322.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -154329.296875 Penalty: 3462.117676
	Iteration 10Q: 3 clusters Score -154329.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -154342.031250 Penalty: 3462.117676
	Iteration 11Q: 3 clusters Score -154342 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -154373.140625 Penalty: 3462.117676
	Iteration 12Q: 3 clusters Score -154373.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -154386.578125 Penalty: 3462.117676
	Iteration 13Q: 3 clusters Score -154386.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -154390.703125 Penalty: 3462.117676
	Iteration 14Q: 3 clusters Score -154390.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -154391.984375 Penalty: 3462.117676
	Iteration 15Q: 3 clusters Score -154392 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -154392.437500 Penalty: 3462.117676
	Iteration 16Q: 3 clusters Score -154392.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -154395.296875 Penalty: 3462.117676
	Iteration 17Q: 3 clusters Score -154395.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -154398.765625 Penalty: 3462.117676
	Iteration 18Q: 3 clusters Score -154398.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -154411.078125 Penalty: 3462.117676
	Iteration 19Q: 3 clusters Score -154411.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -154434.437500 Penalty: 3462.117676
	Iteration 20F: 3 clusters Score -154434.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -154466.359375 Penalty: 3462.117676
	Iteration 21Q: 3 clusters Score -154466.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -154493.296875 Penalty: 3462.117676
	Iteration 22Q: 3 clusters Score -154493.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -154512.296875 Penalty: 3462.117676
	Iteration 23Q: 3 clusters Score -154512.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -154523.281250 Penalty: 3462.117676
	Iteration 24Q: 3 clusters Score -154523.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -154544.171875 Penalty: 3462.117676
	Iteration 25Q: 3 clusters Score -154544.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -154561.453125 Penalty: 3462.117676
	Iteration 26Q: 3 clusters Score -154561.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -154570.953125 Penalty: 3462.117676
	Iteration 27Q: 3 clusters Score -154571 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -154572.562500 Penalty: 3462.117676
	Iteration 28Q: 3 clusters Score -154572.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -154573.859375 Penalty: 3462.117676
	Iteration 29Q: 3 clusters Score -154573.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -154573.859375 Penalty: 3462.117676
	Iteration 30F: 3 clusters Score -154573.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 52553 members 
Mstep: Class 3 contains 5280 members 
Mstep: Class 4 contains 27249 members 
Mstep: Class 5 contains 8286 members 
Mstep: Class 6 contains 4490 members 
Mstep: Class 7 contains 26582 members 
Mstep: Class 8 contains 751 members 
Mstep: Class 9 contains 10973 members 
Mstep: Class 10 contains 3040 members 
Mstep: Class 11 contains 37309 members 
Mstep: Class 12 contains 23336 members 
Mstep: Class 13 contains 215708 members 
Mstep: Class 14 contains 40995 members 
Mstep: Class 15 contains 685 members 
Mstep: Class 16 contains 29095 members 
Mstep: Class 17 contains 9366 members 
Mstep: Class 18 contains 14308 members 
Mstep: Class 19 contains 61584 members 
Mstep: Class 20 contains 10998 members 
Mstep: Class 21 contains 16567 members 
Mstep: Class 22 contains 2993 members 
Mstep: Class 23 contains 2570 members 
Mstep: Class 24 contains 18665 members 
Mstep: Class 25 contains 2068 members 
Mstep: Class 26 contains 22288 members 
Mstep: Class 27 contains 6174 members 
Mstep: Class 28 contains 4115 members 
Mstep: Class 29 contains 37122 members 
Mstep: Class 30 contains 4527 members 
Mstep: Class 31 contains 481 members 
Mstep: Class 32 contains 381 members 
Mstep: Class 33 contains 38551 members 
Mstep: Class 34 contains 605 members 
Mstep: Class 35 contains 8732 members 
Mstep: Class 36 contains 2453 members 
Mstep: Class 37 contains 164248 members 
Mstep: Class 38 contains 8339 members 
Mstep: Class 39 contains 4265 members 
Mstep: Class 40 contains 5324 members 
Mstep: Class 41 contains 2913 members 
Mstep: Class 42 contains 3709 members 
Mstep: Class 43 contains 550 members 
Mstep: Class 44 contains 3468 members 
Mstep: Class 45 contains 1907 members 
Mstep: Class 46 contains 392 members 
Mstep: Class 47 contains 5100 members 
Mstep: Class 48 contains 1822 members 
Mstep: Class 49 contains 4225 members 
Mstep: Class 50 contains 6309 members 
Mstep: Class 51 contains 175504 members 
Mstep: Class 52 contains 340 members 
Mstep: Class 53 contains 207 members 
Mstep: Class 54 contains 355 members 
Mstep: Class 55 contains 4301 members 
Mstep: Class 56 contains 2518 members 
Mstep: Class 57 contains 179 members 
Mstep: Class 58 contains 10459 members 
Mstep: Class 59 contains 647 members 
Mstep: Class 60 contains 17851 members 
Mstep: Class 61 contains 255 members 
Mstep: Class 62 contains 1152 members 
Mstep: Class 63 contains 438 members 
Mstep: Class 64 contains 344 members 
Mstep: Class 65 contains 613 members 
Mstep: Class 66 contains 876 members 
Mstep: Class 67 contains 188 members 
Mstep: Class 68 contains 326 members 
Mstep: Class 69 contains 164 members 
Mstep: Class 70 contains 306 members 
Mstep: Class 71 contains 913 members 
Mstep: Class 72 contains 436 members 
Mstep: Class 73 contains 379 members 
Mstep: Class 74 contains 226 members 
Mstep: Class 75 contains 500 members 
Mstep: Class 76 contains 228 members 
Mstep: Class 77 contains 397 members 
Mstep: Class 78 contains 492 members 
Mstep: Class 79 contains 434 members 
Mstep: Class 80 contains 1219 members 
Mstep: Class 81 contains 1455 members 
Mstep: Class 82 contains 641 members 
Entering Unmasked Estep 
Score: -147554048.000000 Penalty: 284459.781250
Splitting cluster 79 changes total score from -147555280.000000 to -147554048.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 80 (1219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Entering Unmasked Estep 
Score: -174316.203125 Penalty: 1762.234985
	Iteration 0F: 2 clusters Score -174316.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -172333.546875 Penalty: 3524.469971
	Iteration 0F: 3 clusters Score -172333.5 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -173235.734375 Penalty: 3524.469971
	Iteration 1F: 3 clusters Score -173235.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -173674.343750 Penalty: 3524.469971
	Iteration 2F: 3 clusters Score -173674.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -173873.468750 Penalty: 3524.469971
	Iteration 3F: 3 clusters Score -173873.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -174034.000000 Penalty: 3524.469971
	Iteration 4Q: 3 clusters Score -174034 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -174165.125000 Penalty: 3524.469971
	Iteration 5Q: 3 clusters Score -174165.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -174235.484375 Penalty: 3524.469971
	Iteration 6Q: 3 clusters Score -174235.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -174293.843750 Penalty: 3524.469971
	Iteration 7Q: 3 clusters Score -174293.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -174372.656250 Penalty: 3524.469971
	Iteration 8Q: 3 clusters Score -174372.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -174420.234375 Penalty: 3524.469971
	Iteration 9Q: 3 clusters Score -174420.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -174424.500000 Penalty: 3524.469971
	Iteration 10Q: 3 clusters Score -174424.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -174426.093750 Penalty: 3524.469971
	Iteration 11Q: 3 clusters Score -174426.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -174426.093750 Penalty: 3524.469971
	Iteration 12F: 3 clusters Score -174426.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 52553 members 
Mstep: Class 3 contains 5280 members 
Mstep: Class 4 contains 27249 members 
Mstep: Class 5 contains 8286 members 
Mstep: Class 6 contains 4490 members 
Mstep: Class 7 contains 26582 members 
Mstep: Class 8 contains 751 members 
Mstep: Class 9 contains 10973 members 
Mstep: Class 10 contains 3040 members 
Mstep: Class 11 contains 37309 members 
Mstep: Class 12 contains 23336 members 
Mstep: Class 13 contains 215708 members 
Mstep: Class 14 contains 40995 members 
Mstep: Class 15 contains 685 members 
Mstep: Class 16 contains 29095 members 
Mstep: Class 17 contains 9366 members 
Mstep: Class 18 contains 14308 members 
Mstep: Class 19 contains 61584 members 
Mstep: Class 20 contains 10998 members 
Mstep: Class 21 contains 16567 members 
Mstep: Class 22 contains 2993 members 
Mstep: Class 23 contains 2570 members 
Mstep: Class 24 contains 18665 members 
Mstep: Class 25 contains 2068 members 
Mstep: Class 26 contains 22288 members 
Mstep: Class 27 contains 6174 members 
Mstep: Class 28 contains 4115 members 
Mstep: Class 29 contains 37122 members 
Mstep: Class 30 contains 4527 members 
Mstep: Class 31 contains 481 members 
Mstep: Class 32 contains 381 members 
Mstep: Class 33 contains 38551 members 
Mstep: Class 34 contains 605 members 
Mstep: Class 35 contains 8732 members 
Mstep: Class 36 contains 2453 members 
Mstep: Class 37 contains 164248 members 
Mstep: Class 38 contains 8339 members 
Mstep: Class 39 contains 4265 members 
Mstep: Class 40 contains 5324 members 
Mstep: Class 41 contains 2913 members 
Mstep: Class 42 contains 3709 members 
Mstep: Class 43 contains 550 members 
Mstep: Class 44 contains 3468 members 
Mstep: Class 45 contains 1907 members 
Mstep: Class 46 contains 392 members 
Mstep: Class 47 contains 5100 members 
Mstep: Class 48 contains 1822 members 
Mstep: Class 49 contains 4225 members 
Mstep: Class 50 contains 6309 members 
Mstep: Class 51 contains 175504 members 
Mstep: Class 52 contains 340 members 
Mstep: Class 53 contains 207 members 
Mstep: Class 54 contains 355 members 
Mstep: Class 55 contains 4301 members 
Mstep: Class 56 contains 2518 members 
Mstep: Class 57 contains 179 members 
Mstep: Class 58 contains 10459 members 
Mstep: Class 59 contains 647 members 
Mstep: Class 60 contains 17851 members 
Mstep: Class 61 contains 255 members 
Mstep: Class 62 contains 1152 members 
Mstep: Class 63 contains 438 members 
Mstep: Class 64 contains 344 members 
Mstep: Class 65 contains 613 members 
Mstep: Class 66 contains 876 members 
Mstep: Class 67 contains 188 members 
Mstep: Class 68 contains 326 members 
Mstep: Class 69 contains 164 members 
Mstep: Class 70 contains 306 members 
Mstep: Class 71 contains 913 members 
Mstep: Class 72 contains 436 members 
Mstep: Class 73 contains 379 members 
Mstep: Class 74 contains 226 members 
Mstep: Class 75 contains 500 members 
Mstep: Class 76 contains 228 members 
Mstep: Class 77 contains 397 members 
Mstep: Class 78 contains 492 members 
Mstep: Class 79 contains 1075 members 
Mstep: Class 80 contains 531 members 
Mstep: Class 81 contains 1455 members 
Mstep: Class 82 contains 688 members 
Entering Unmasked Estep 
Score: -147553568.000000 Penalty: 284459.781250
Splitting cluster 80 changes total score from -147555280.000000 to -147553568.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 81 (1455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Entering Unmasked Estep 
Score: -203084.843750 Penalty: 1806.124756
	Iteration 0F: 2 clusters Score -203084.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -200940.812500 Penalty: 3612.249512
	Iteration 0F: 3 clusters Score -200940.8 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -201881.109375 Penalty: 3612.249512
	Iteration 1F: 3 clusters Score -201881.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -202630.109375 Penalty: 3612.249512
	Iteration 2F: 3 clusters Score -202630.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -203007.781250 Penalty: 3612.249512
	Iteration 3F: 3 clusters Score -203007.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -203167.359375 Penalty: 3612.249512
	Iteration 4Q: 3 clusters Score -203167.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -203340.546875 Penalty: 3612.249512
	Iteration 5Q: 3 clusters Score -203340.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -203499.531250 Penalty: 3612.249512
	Iteration 6Q: 3 clusters Score -203499.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -203657.015625 Penalty: 3612.249512
	Iteration 7Q: 3 clusters Score -203657 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -203748.921875 Penalty: 3612.249512
	Iteration 8Q: 3 clusters Score -203748.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -203800.703125 Penalty: 3612.249512
	Iteration 9Q: 3 clusters Score -203800.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -203837.671875 Penalty: 3612.249512
	Iteration 10Q: 3 clusters Score -203837.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -203863.062500 Penalty: 3612.249512
	Iteration 11Q: 3 clusters Score -203863.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -203871.703125 Penalty: 3612.249512
	Iteration 12Q: 3 clusters Score -203871.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -203872.609375 Penalty: 3612.249512
	Iteration 13Q: 3 clusters Score -203872.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -203872.609375 Penalty: 3612.249512
	Iteration 14F: 3 clusters Score -203872.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 52553 members 
Mstep: Class 3 contains 5280 members 
Mstep: Class 4 contains 27249 members 
Mstep: Class 5 contains 8286 members 
Mstep: Class 6 contains 4490 members 
Mstep: Class 7 contains 26582 members 
Mstep: Class 8 contains 751 members 
Mstep: Class 9 contains 10973 members 
Mstep: Class 10 contains 3040 members 
Mstep: Class 11 contains 37309 members 
Mstep: Class 12 contains 23336 members 
Mstep: Class 13 contains 215708 members 
Mstep: Class 14 contains 40995 members 
Mstep: Class 15 contains 685 members 
Mstep: Class 16 contains 29095 members 
Mstep: Class 17 contains 9366 members 
Mstep: Class 18 contains 14308 members 
Mstep: Class 19 contains 61584 members 
Mstep: Class 20 contains 10998 members 
Mstep: Class 21 contains 16567 members 
Mstep: Class 22 contains 2993 members 
Mstep: Class 23 contains 2570 members 
Mstep: Class 24 contains 18665 members 
Mstep: Class 25 contains 2068 members 
Mstep: Class 26 contains 22288 members 
Mstep: Class 27 contains 6174 members 
Mstep: Class 28 contains 4115 members 
Mstep: Class 29 contains 37122 members 
Mstep: Class 30 contains 4527 members 
Mstep: Class 31 contains 481 members 
Mstep: Class 32 contains 381 members 
Mstep: Class 33 contains 38551 members 
Mstep: Class 34 contains 605 members 
Mstep: Class 35 contains 8732 members 
Mstep: Class 36 contains 2453 members 
Mstep: Class 37 contains 164248 members 
Mstep: Class 38 contains 8339 members 
Mstep: Class 39 contains 4265 members 
Mstep: Class 40 contains 5324 members 
Mstep: Class 41 contains 2913 members 
Mstep: Class 42 contains 3709 members 
Mstep: Class 43 contains 550 members 
Mstep: Class 44 contains 3468 members 
Mstep: Class 45 contains 1907 members 
Mstep: Class 46 contains 392 members 
Mstep: Class 47 contains 5100 members 
Mstep: Class 48 contains 1822 members 
Mstep: Class 49 contains 4225 members 
Mstep: Class 50 contains 6309 members 
Mstep: Class 51 contains 175504 members 
Mstep: Class 52 contains 340 members 
Mstep: Class 53 contains 207 members 
Mstep: Class 54 contains 355 members 
Mstep: Class 55 contains 4301 members 
Mstep: Class 56 contains 2518 members 
Mstep: Class 57 contains 179 members 
Mstep: Class 58 contains 10459 members 
Mstep: Class 59 contains 647 members 
Mstep: Class 60 contains 17851 members 
Mstep: Class 61 contains 255 members 
Mstep: Class 62 contains 1152 members 
Mstep: Class 63 contains 438 members 
Mstep: Class 64 contains 344 members 
Mstep: Class 65 contains 613 members 
Mstep: Class 66 contains 876 members 
Mstep: Class 67 contains 188 members 
Mstep: Class 68 contains 326 members 
Mstep: Class 69 contains 164 members 
Mstep: Class 70 contains 306 members 
Mstep: Class 71 contains 913 members 
Mstep: Class 72 contains 436 members 
Mstep: Class 73 contains 379 members 
Mstep: Class 74 contains 226 members 
Mstep: Class 75 contains 500 members 
Mstep: Class 76 contains 228 members 
Mstep: Class 77 contains 397 members 
Mstep: Class 78 contains 492 members 
Mstep: Class 79 contains 1075 members 
Mstep: Class 80 contains 1219 members 
Mstep: Class 81 contains 900 members 
Mstep: Class 82 contains 555 members 
Entering Unmasked Estep 
Score: -147554464.000000 Penalty: 284459.781250
Splitting cluster 81 changes total score from -147555280.000000 to -147554464.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 52553 members 
Mstep: Class 3 contains 5280 members 
Mstep: Class 4 contains 27249 members 
Mstep: Class 5 contains 8286 members 
Mstep: Class 6 contains 4490 members 
Mstep: Class 7 contains 26582 members 
Mstep: Class 8 contains 751 members 
Mstep: Class 9 contains 10973 members 
Mstep: Class 10 contains 3040 members 
Mstep: Class 11 contains 37309 members 
Mstep: Class 12 contains 23336 members 
Mstep: Class 13 contains 215708 members 
Mstep: Class 14 contains 40995 members 
Mstep: Class 15 contains 685 members 
Mstep: Class 16 contains 29095 members 
Mstep: Class 17 contains 9366 members 
Mstep: Class 18 contains 14308 members 
Mstep: Class 19 contains 61584 members 
Mstep: Class 20 contains 10998 members 
Mstep: Class 21 contains 16567 members 
Mstep: Class 22 contains 2993 members 
Mstep: Class 23 contains 2570 members 
Mstep: Class 24 contains 18665 members 
Mstep: Class 25 contains 2068 members 
Mstep: Class 26 contains 22288 members 
Mstep: Class 27 contains 6174 members 
Mstep: Class 28 contains 4115 members 
Mstep: Class 29 contains 37122 members 
Mstep: Class 30 contains 4527 members 
Mstep: Class 31 contains 481 members 
Mstep: Class 32 contains 381 members 
Mstep: Class 33 contains 38551 members 
Mstep: Class 34 contains 605 members 
Mstep: Class 35 contains 8732 members 
Mstep: Class 36 contains 2453 members 
Mstep: Class 37 contains 164248 members 
Mstep: Class 38 contains 8339 members 
Mstep: Class 39 contains 4265 members 
Mstep: Class 40 contains 5324 members 
Mstep: Class 41 contains 2913 members 
Mstep: Class 42 contains 3709 members 
Mstep: Class 43 contains 550 members 
Mstep: Class 44 contains 3468 members 
Mstep: Class 45 contains 1907 members 
Mstep: Class 46 contains 392 members 
Mstep: Class 47 contains 5100 members 
Mstep: Class 48 contains 1822 members 
Mstep: Class 49 contains 4225 members 
Mstep: Class 50 contains 6309 members 
Mstep: Class 51 contains 175504 members 
Mstep: Class 52 contains 340 members 
Mstep: Class 53 contains 207 members 
Mstep: Class 54 contains 355 members 
Mstep: Class 55 contains 4301 members 
Mstep: Class 56 contains 2518 members 
Mstep: Class 57 contains 179 members 
Mstep: Class 58 contains 10459 members 
Mstep: Class 59 contains 647 members 
Mstep: Class 60 contains 17851 members 
Mstep: Class 61 contains 255 members 
Mstep: Class 62 contains 1152 members 
Mstep: Class 63 contains 438 members 
Mstep: Class 64 contains 344 members 
Mstep: Class 65 contains 613 members 
Mstep: Class 66 contains 876 members 
Mstep: Class 67 contains 188 members 
Mstep: Class 68 contains 326 members 
Mstep: Class 69 contains 164 members 
Mstep: Class 70 contains 306 members 
Mstep: Class 71 contains 913 members 
Mstep: Class 72 contains 436 members 
Mstep: Class 73 contains 379 members 
Mstep: Class 74 contains 226 members 
Mstep: Class 75 contains 500 members 
Mstep: Class 76 contains 228 members 
Mstep: Class 77 contains 397 members 
Mstep: Class 78 contains 492 members 
Mstep: Class 79 contains 1075 members 
Mstep: Class 80 contains 1219 members 
Mstep: Class 81 contains 1455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147555328.000000 Penalty: 280990.781250
Iteration 279Q: 82 clusters Score -1.475553e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 52553 members 
Mstep: Class 3 contains 5280 members 
Mstep: Class 4 contains 27249 members 
Mstep: Class 5 contains 8286 members 
Mstep: Class 6 contains 4490 members 
Mstep: Class 7 contains 26582 members 
Mstep: Class 8 contains 751 members 
Mstep: Class 9 contains 10973 members 
Mstep: Class 10 contains 3040 members 
Mstep: Class 11 contains 37309 members 
Mstep: Class 12 contains 23336 members 
Mstep: Class 13 contains 215708 members 
Mstep: Class 14 contains 40995 members 
Mstep: Class 15 contains 684 members 
Mstep: Class 16 contains 29095 members 
Mstep: Class 17 contains 9366 members 
Mstep: Class 18 contains 14308 members 
Mstep: Class 19 contains 61584 members 
Mstep: Class 20 contains 10998 members 
Mstep: Class 21 contains 16567 members 
Mstep: Class 22 contains 2993 members 
Mstep: Class 23 contains 2570 members 
Mstep: Class 24 contains 18665 members 
Mstep: Class 25 contains 2068 members 
Mstep: Class 26 contains 22288 members 
Mstep: Class 27 contains 6174 members 
Mstep: Class 28 contains 4115 members 
Mstep: Class 29 contains 37122 members 
Mstep: Class 30 contains 4527 members 
Mstep: Class 31 contains 481 members 
Mstep: Class 32 contains 381 members 
Mstep: Class 33 contains 38551 members 
Mstep: Class 34 contains 605 members 
Mstep: Class 35 contains 8732 members 
Mstep: Class 36 contains 2453 members 
Mstep: Class 37 contains 164248 members 
Mstep: Class 38 contains 8339 members 
Mstep: Class 39 contains 4265 members 
Mstep: Class 40 contains 5324 members 
Mstep: Class 41 contains 2913 members 
Mstep: Class 42 contains 3709 members 
Mstep: Class 43 contains 550 members 
Mstep: Class 44 contains 3468 members 
Mstep: Class 45 contains 1907 members 
Mstep: Class 46 contains 393 members 
Mstep: Class 47 contains 5100 members 
Mstep: Class 48 contains 1822 members 
Mstep: Class 49 contains 4225 members 
Mstep: Class 50 contains 6309 members 
Mstep: Class 51 contains 175504 members 
Mstep: Class 52 contains 340 members 
Mstep: Class 53 contains 207 members 
Mstep: Class 54 contains 355 members 
Mstep: Class 55 contains 4301 members 
Mstep: Class 56 contains 2518 members 
Mstep: Class 57 contains 179 members 
Mstep: Class 58 contains 10459 members 
Mstep: Class 59 contains 647 members 
Mstep: Class 60 contains 17851 members 
Mstep: Class 61 contains 255 members 
Mstep: Class 62 contains 1153 members 
Mstep: Class 63 contains 438 members 
Mstep: Class 64 contains 344 members 
Mstep: Class 65 contains 613 members 
Mstep: Class 66 contains 876 members 
Mstep: Class 67 contains 188 members 
Mstep: Class 68 contains 326 members 
Mstep: Class 69 contains 164 members 
Mstep: Class 70 contains 306 members 
Mstep: Class 71 contains 908 members 
Mstep: Class 72 contains 436 members 
Mstep: Class 73 contains 379 members 
Mstep: Class 74 contains 226 members 
Mstep: Class 75 contains 500 members 
Mstep: Class 76 contains 227 members 
Mstep: Class 77 contains 397 members 
Mstep: Class 78 contains 492 members 
Mstep: Class 79 contains 1068 members 
Mstep: Class 80 contains 1227 members 
Mstep: Class 81 contains 1459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147555328.000000 Penalty: 280990.781250
Iteration 280F: 82 clusters Score -1.475553e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 52553 members 
Mstep: Class 3 contains 5280 members 
Mstep: Class 4 contains 27249 members 
Mstep: Class 5 contains 8286 members 
Mstep: Class 6 contains 4490 members 
Mstep: Class 7 contains 26582 members 
Mstep: Class 8 contains 751 members 
Mstep: Class 9 contains 10973 members 
Mstep: Class 10 contains 3040 members 
Mstep: Class 11 contains 37309 members 
Mstep: Class 12 contains 23336 members 
Mstep: Class 13 contains 215708 members 
Mstep: Class 14 contains 40995 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 29095 members 
Mstep: Class 17 contains 9366 members 
Mstep: Class 18 contains 14308 members 
Mstep: Class 19 contains 61584 members 
Mstep: Class 20 contains 10998 members 
Mstep: Class 21 contains 16567 members 
Mstep: Class 22 contains 2993 members 
Mstep: Class 23 contains 2570 members 
Mstep: Class 24 contains 18665 members 
Mstep: Class 25 contains 2068 members 
Mstep: Class 26 contains 22288 members 
Mstep: Class 27 contains 6174 members 
Mstep: Class 28 contains 4115 members 
Mstep: Class 29 contains 37122 members 
Mstep: Class 30 contains 4527 members 
Mstep: Class 31 contains 481 members 
Mstep: Class 32 contains 381 members 
Mstep: Class 33 contains 38551 members 
Mstep: Class 34 contains 605 members 
Mstep: Class 35 contains 8732 members 
Mstep: Class 36 contains 2453 members 
Mstep: Class 37 contains 164248 members 
Mstep: Class 38 contains 8339 members 
Mstep: Class 39 contains 4265 members 
Mstep: Class 40 contains 5324 members 
Mstep: Class 41 contains 2913 members 
Mstep: Class 42 contains 3709 members 
Mstep: Class 43 contains 550 members 
Mstep: Class 44 contains 3468 members 
Mstep: Class 45 contains 1907 members 
Mstep: Class 46 contains 394 members 
Mstep: Class 47 contains 5100 members 
Mstep: Class 48 contains 1822 members 
Mstep: Class 49 contains 4225 members 
Mstep: Class 50 contains 6309 members 
Mstep: Class 51 contains 175504 members 
Mstep: Class 52 contains 340 members 
Mstep: Class 53 contains 207 members 
Mstep: Class 54 contains 355 members 
Mstep: Class 55 contains 4301 members 
Mstep: Class 56 contains 2518 members 
Mstep: Class 57 contains 179 members 
Mstep: Class 58 contains 10459 members 
Mstep: Class 59 contains 647 members 
Mstep: Class 60 contains 17851 members 
Mstep: Class 61 contains 255 members 
Mstep: Class 62 contains 1153 members 
Mstep: Class 63 contains 438 members 
Mstep: Class 64 contains 344 members 
Mstep: Class 65 contains 613 members 
Mstep: Class 66 contains 876 members 
Mstep: Class 67 contains 188 members 
Mstep: Class 68 contains 326 members 
Mstep: Class 69 contains 164 members 
Mstep: Class 70 contains 306 members 
Mstep: Class 71 contains 902 members 
Mstep: Class 72 contains 436 members 
Mstep: Class 73 contains 379 members 
Mstep: Class 74 contains 226 members 
Mstep: Class 75 contains 500 members 
Mstep: Class 76 contains 227 members 
Mstep: Class 77 contains 397 members 
Mstep: Class 78 contains 492 members 
Mstep: Class 79 contains 1056 members 
Mstep: Class 80 contains 1241 members 
Mstep: Class 81 contains 1467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147555376.000000 Penalty: 280990.781250
Iteration 281Q: 82 clusters Score -1.475554e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 52553 members 
Mstep: Class 3 contains 5280 members 
Mstep: Class 4 contains 27249 members 
Mstep: Class 5 contains 8286 members 
Mstep: Class 6 contains 4490 members 
Mstep: Class 7 contains 26582 members 
Mstep: Class 8 contains 751 members 
Mstep: Class 9 contains 10973 members 
Mstep: Class 10 contains 3040 members 
Mstep: Class 11 contains 37309 members 
Mstep: Class 12 contains 23336 members 
Mstep: Class 13 contains 215708 members 
Mstep: Class 14 contains 40995 members 
Mstep: Class 15 contains 669 members 
Mstep: Class 16 contains 29095 members 
Mstep: Class 17 contains 9366 members 
Mstep: Class 18 contains 14308 members 
Mstep: Class 19 contains 61584 members 
Mstep: Class 20 contains 10998 members 
Mstep: Class 21 contains 16567 members 
Mstep: Class 22 contains 2993 members 
Mstep: Class 23 contains 2570 members 
Mstep: Class 24 contains 18665 members 
Mstep: Class 25 contains 2068 members 
Mstep: Class 26 contains 22288 members 
Mstep: Class 27 contains 6174 members 
Mstep: Class 28 contains 4115 members 
Mstep: Class 29 contains 37122 members 
Mstep: Class 30 contains 4527 members 
Mstep: Class 31 contains 481 members 
Mstep: Class 32 contains 381 members 
Mstep: Class 33 contains 38551 members 
Mstep: Class 34 contains 605 members 
Mstep: Class 35 contains 8732 members 
Mstep: Class 36 contains 2453 members 
Mstep: Class 37 contains 164248 members 
Mstep: Class 38 contains 8339 members 
Mstep: Class 39 contains 4265 members 
Mstep: Class 40 contains 5324 members 
Mstep: Class 41 contains 2913 members 
Mstep: Class 42 contains 3709 members 
Mstep: Class 43 contains 550 members 
Mstep: Class 44 contains 3468 members 
Mstep: Class 45 contains 1907 members 
Mstep: Class 46 contains 395 members 
Mstep: Class 47 contains 5100 members 
Mstep: Class 48 contains 1822 members 
Mstep: Class 49 contains 4225 members 
Mstep: Class 50 contains 6309 members 
Mstep: Class 51 contains 175504 members 
Mstep: Class 52 contains 340 members 
Mstep: Class 53 contains 205 members 
Mstep: Class 54 contains 355 members 
Mstep: Class 55 contains 4301 members 
Mstep: Class 56 contains 2518 members 
Mstep: Class 57 contains 179 members 
Mstep: Class 58 contains 10459 members 
Mstep: Class 59 contains 647 members 
Mstep: Class 60 contains 17851 members 
Mstep: Class 61 contains 255 members 
Mstep: Class 62 contains 1156 members 
Mstep: Class 63 contains 438 members 
Mstep: Class 64 contains 344 members 
Mstep: Class 65 contains 613 members 
Mstep: Class 66 contains 876 members 
Mstep: Class 67 contains 188 members 
Mstep: Class 68 contains 326 members 
Mstep: Class 69 contains 164 members 
Mstep: Class 70 contains 306 members 
Mstep: Class 71 contains 898 members 
Mstep: Class 72 contains 436 members 
Mstep: Class 73 contains 379 members 
Mstep: Class 74 contains 226 members 
Mstep: Class 75 contains 500 members 
Mstep: Class 76 contains 227 members 
Mstep: Class 77 contains 397 members 
Mstep: Class 78 contains 492 members 
Mstep: Class 79 contains 1048 members 
Mstep: Class 80 contains 1250 members 
Mstep: Class 81 contains 1478 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147555520.000000 Penalty: 280990.781250
Iteration 282Q: 82 clusters Score -1.475555e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 52553 members 
Mstep: Class 3 contains 5280 members 
Mstep: Class 4 contains 27249 members 
Mstep: Class 5 contains 8286 members 
Mstep: Class 6 contains 4490 members 
Mstep: Class 7 contains 26582 members 
Mstep: Class 8 contains 751 members 
Mstep: Class 9 contains 10973 members 
Mstep: Class 10 contains 3040 members 
Mstep: Class 11 contains 37309 members 
Mstep: Class 12 contains 23336 members 
Mstep: Class 13 contains 215708 members 
Mstep: Class 14 contains 40995 members 
Mstep: Class 15 contains 662 members 
Mstep: Class 16 contains 29095 members 
Mstep: Class 17 contains 9366 members 
Mstep: Class 18 contains 14308 members 
Mstep: Class 19 contains 61584 members 
Mstep: Class 20 contains 10998 members 
Mstep: Class 21 contains 16567 members 
Mstep: Class 22 contains 2993 members 
Mstep: Class 23 contains 2570 members 
Mstep: Class 24 contains 18665 members 
Mstep: Class 25 contains 2068 members 
Mstep: Class 26 contains 22288 members 
Mstep: Class 27 contains 6174 members 
Mstep: Class 28 contains 4115 members 
Mstep: Class 29 contains 37122 members 
Mstep: Class 30 contains 4527 members 
Mstep: Class 31 contains 481 members 
Mstep: Class 32 contains 381 members 
Mstep: Class 33 contains 38551 members 
Mstep: Class 34 contains 605 members 
Mstep: Class 35 contains 8732 members 
Mstep: Class 36 contains 2453 members 
Mstep: Class 37 contains 164248 members 
Mstep: Class 38 contains 8339 members 
Mstep: Class 39 contains 4265 members 
Mstep: Class 40 contains 5324 members 
Mstep: Class 41 contains 2913 members 
Mstep: Class 42 contains 3709 members 
Mstep: Class 43 contains 550 members 
Mstep: Class 44 contains 3468 members 
Mstep: Class 45 contains 1907 members 
Mstep: Class 46 contains 395 members 
Mstep: Class 47 contains 5100 members 
Mstep: Class 48 contains 1822 members 
Mstep: Class 49 contains 4225 members 
Mstep: Class 50 contains 6309 members 
Mstep: Class 51 contains 175504 members 
Mstep: Class 52 contains 340 members 
Mstep: Class 53 contains 205 members 
Mstep: Class 54 contains 355 members 
Mstep: Class 55 contains 4301 members 
Mstep: Class 56 contains 2518 members 
Mstep: Class 57 contains 179 members 
Mstep: Class 58 contains 10459 members 
Mstep: Class 59 contains 647 members 
Mstep: Class 60 contains 17851 members 
Mstep: Class 61 contains 255 members 
Mstep: Class 62 contains 1161 members 
Mstep: Class 63 contains 438 members 
Mstep: Class 64 contains 344 members 
Mstep: Class 65 contains 613 members 
Mstep: Class 66 contains 876 members 
Mstep: Class 67 contains 188 members 
Mstep: Class 68 contains 326 members 
Mstep: Class 69 contains 164 members 
Mstep: Class 70 contains 306 members 
Mstep: Class 71 contains 894 members 
Mstep: Class 72 contains 436 members 
Mstep: Class 73 contains 379 members 
Mstep: Class 74 contains 226 members 
Mstep: Class 75 contains 500 members 
Mstep: Class 76 contains 227 members 
Mstep: Class 77 contains 397 members 
Mstep: Class 78 contains 492 members 
Mstep: Class 79 contains 1047 members 
Mstep: Class 80 contains 1250 members 
Mstep: Class 81 contains 1485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147555520.000000 Penalty: 280990.781250
Iteration 283Q: 82 clusters Score -1.475555e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 52553 members 
Mstep: Class 3 contains 5280 members 
Mstep: Class 4 contains 27249 members 
Mstep: Class 5 contains 8286 members 
Mstep: Class 6 contains 4490 members 
Mstep: Class 7 contains 26582 members 
Mstep: Class 8 contains 751 members 
Mstep: Class 9 contains 10973 members 
Mstep: Class 10 contains 3040 members 
Mstep: Class 11 contains 37309 members 
Mstep: Class 12 contains 23336 members 
Mstep: Class 13 contains 215708 members 
Mstep: Class 14 contains 40995 members 
Mstep: Class 15 contains 658 members 
Mstep: Class 16 contains 29095 members 
Mstep: Class 17 contains 9366 members 
Mstep: Class 18 contains 14308 members 
Mstep: Class 19 contains 61584 members 
Mstep: Class 20 contains 10998 members 
Mstep: Class 21 contains 16567 members 
Mstep: Class 22 contains 2993 members 
Mstep: Class 23 contains 2570 members 
Mstep: Class 24 contains 18665 members 
Mstep: Class 25 contains 2068 members 
Mstep: Class 26 contains 22288 members 
Mstep: Class 27 contains 6174 members 
Mstep: Class 28 contains 4115 members 
Mstep: Class 29 contains 37122 members 
Mstep: Class 30 contains 4527 members 
Mstep: Class 31 contains 481 members 
Mstep: Class 32 contains 381 members 
Mstep: Class 33 contains 38551 members 
Mstep: Class 34 contains 605 members 
Mstep: Class 35 contains 8732 members 
Mstep: Class 36 contains 2453 members 
Mstep: Class 37 contains 164248 members 
Mstep: Class 38 contains 8339 members 
Mstep: Class 39 contains 4265 members 
Mstep: Class 40 contains 5324 members 
Mstep: Class 41 contains 2913 members 
Mstep: Class 42 contains 3709 members 
Mstep: Class 43 contains 550 members 
Mstep: Class 44 contains 3468 members 
Mstep: Class 45 contains 1907 members 
Mstep: Class 46 contains 395 members 
Mstep: Class 47 contains 5100 members 
Mstep: Class 48 contains 1822 members 
Mstep: Class 49 contains 4225 members 
Mstep: Class 50 contains 6309 members 
Mstep: Class 51 contains 175504 members 
Mstep: Class 52 contains 340 members 
Mstep: Class 53 contains 204 members 
Mstep: Class 54 contains 355 members 
Mstep: Class 55 contains 4301 members 
Mstep: Class 56 contains 2518 members 
Mstep: Class 57 contains 179 members 
Mstep: Class 58 contains 10459 members 
Mstep: Class 59 contains 647 members 
Mstep: Class 60 contains 17851 members 
Mstep: Class 61 contains 255 members 
Mstep: Class 62 contains 1164 members 
Mstep: Class 63 contains 438 members 
Mstep: Class 64 contains 344 members 
Mstep: Class 65 contains 613 members 
Mstep: Class 66 contains 876 members 
Mstep: Class 67 contains 188 members 
Mstep: Class 68 contains 326 members 
Mstep: Class 69 contains 164 members 
Mstep: Class 70 contains 306 members 
Mstep: Class 71 contains 890 members 
Mstep: Class 72 contains 436 members 
Mstep: Class 73 contains 379 members 
Mstep: Class 74 contains 226 members 
Mstep: Class 75 contains 500 members 
Mstep: Class 76 contains 227 members 
Mstep: Class 77 contains 397 members 
Mstep: Class 78 contains 492 members 
Mstep: Class 79 contains 1046 members 
Mstep: Class 80 contains 1251 members 
Mstep: Class 81 contains 1491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147555632.000000 Penalty: 280990.781250
Iteration 284Q: 82 clusters Score -1.475556e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 52553 members 
Mstep: Class 3 contains 5280 members 
Mstep: Class 4 contains 27249 members 
Mstep: Class 5 contains 8286 members 
Mstep: Class 6 contains 4490 members 
Mstep: Class 7 contains 26582 members 
Mstep: Class 8 contains 752 members 
Mstep: Class 9 contains 10973 members 
Mstep: Class 10 contains 3040 members 
Mstep: Class 11 contains 37309 members 
Mstep: Class 12 contains 23336 members 
Mstep: Class 13 contains 215708 members 
Mstep: Class 14 contains 40995 members 
Mstep: Class 15 contains 658 members 
Mstep: Class 16 contains 29095 members 
Mstep: Class 17 contains 9366 members 
Mstep: Class 18 contains 14308 members 
Mstep: Class 19 contains 61584 members 
Mstep: Class 20 contains 10998 members 
Mstep: Class 21 contains 16567 members 
Mstep: Class 22 contains 2993 members 
Mstep: Class 23 contains 2570 members 
Mstep: Class 24 contains 18665 members 
Mstep: Class 25 contains 2068 members 
Mstep: Class 26 contains 22288 members 
Mstep: Class 27 contains 6174 members 
Mstep: Class 28 contains 4115 members 
Mstep: Class 29 contains 37122 members 
Mstep: Class 30 contains 4527 members 
Mstep: Class 31 contains 481 members 
Mstep: Class 32 contains 381 members 
Mstep: Class 33 contains 38551 members 
Mstep: Class 34 contains 605 members 
Mstep: Class 35 contains 8732 members 
Mstep: Class 36 contains 2453 members 
Mstep: Class 37 contains 164248 members 
Mstep: Class 38 contains 8339 members 
Mstep: Class 39 contains 4265 members 
Mstep: Class 40 contains 5324 members 
Mstep: Class 41 contains 2913 members 
Mstep: Class 42 contains 3709 members 
Mstep: Class 43 contains 550 members 
Mstep: Class 44 contains 3468 members 
Mstep: Class 45 contains 1907 members 
Mstep: Class 46 contains 395 members 
Mstep: Class 47 contains 5100 members 
Mstep: Class 48 contains 1822 members 
Mstep: Class 49 contains 4225 members 
Mstep: Class 50 contains 6309 members 
Mstep: Class 51 contains 175504 members 
Mstep: Class 52 contains 340 members 
Mstep: Class 53 contains 204 members 
Mstep: Class 54 contains 355 members 
Mstep: Class 55 contains 4301 members 
Mstep: Class 56 contains 2518 members 
Mstep: Class 57 contains 179 members 
Mstep: Class 58 contains 10459 members 
Mstep: Class 59 contains 647 members 
Mstep: Class 60 contains 17851 members 
Mstep: Class 61 contains 255 members 
Mstep: Class 62 contains 1168 members 
Mstep: Class 63 contains 438 members 
Mstep: Class 64 contains 344 members 
Mstep: Class 65 contains 613 members 
Mstep: Class 66 contains 876 members 
Mstep: Class 67 contains 188 members 
Mstep: Class 68 contains 326 members 
Mstep: Class 69 contains 164 members 
Mstep: Class 70 contains 306 members 
Mstep: Class 71 contains 887 members 
Mstep: Class 72 contains 436 members 
Mstep: Class 73 contains 379 members 
Mstep: Class 74 contains 226 members 
Mstep: Class 75 contains 500 members 
Mstep: Class 76 contains 227 members 
Mstep: Class 77 contains 397 members 
Mstep: Class 78 contains 492 members 
Mstep: Class 79 contains 1045 members 
Mstep: Class 80 contains 1251 members 
Mstep: Class 81 contains 1490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147555680.000000 Penalty: 280990.781250
Iteration 285Q: 82 clusters Score -1.475557e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 52553 members 
Mstep: Class 3 contains 5280 members 
Mstep: Class 4 contains 27249 members 
Mstep: Class 5 contains 8286 members 
Mstep: Class 6 contains 4490 members 
Mstep: Class 7 contains 26582 members 
Mstep: Class 8 contains 752 members 
Mstep: Class 9 contains 10973 members 
Mstep: Class 10 contains 3040 members 
Mstep: Class 11 contains 37309 members 
Mstep: Class 12 contains 23336 members 
Mstep: Class 13 contains 215708 members 
Mstep: Class 14 contains 40995 members 
Mstep: Class 15 contains 658 members 
Mstep: Class 16 contains 29095 members 
Mstep: Class 17 contains 9366 members 
Mstep: Class 18 contains 14308 members 
Mstep: Class 19 contains 61584 members 
Mstep: Class 20 contains 10998 members 
Mstep: Class 21 contains 16567 members 
Mstep: Class 22 contains 2993 members 
Mstep: Class 23 contains 2570 members 
Mstep: Class 24 contains 18665 members 
Mstep: Class 25 contains 2068 members 
Mstep: Class 26 contains 22288 members 
Mstep: Class 27 contains 6174 members 
Mstep: Class 28 contains 4115 members 
Mstep: Class 29 contains 37122 members 
Mstep: Class 30 contains 4527 members 
Mstep: Class 31 contains 481 members 
Mstep: Class 32 contains 381 members 
Mstep: Class 33 contains 38551 members 
Mstep: Class 34 contains 605 members 
Mstep: Class 35 contains 8732 members 
Mstep: Class 36 contains 2453 members 
Mstep: Class 37 contains 164248 members 
Mstep: Class 38 contains 8339 members 
Mstep: Class 39 contains 4265 members 
Mstep: Class 40 contains 5324 members 
Mstep: Class 41 contains 2913 members 
Mstep: Class 42 contains 3709 members 
Mstep: Class 43 contains 550 members 
Mstep: Class 44 contains 3468 members 
Mstep: Class 45 contains 1907 members 
Mstep: Class 46 contains 395 members 
Mstep: Class 47 contains 5100 members 
Mstep: Class 48 contains 1821 members 
Mstep: Class 49 contains 4225 members 
Mstep: Class 50 contains 6309 members 
Mstep: Class 51 contains 175504 members 
Mstep: Class 52 contains 340 members 
Mstep: Class 53 contains 204 members 
Mstep: Class 54 contains 355 members 
Mstep: Class 55 contains 4301 members 
Mstep: Class 56 contains 2518 members 
Mstep: Class 57 contains 179 members 
Mstep: Class 58 contains 10459 members 
Mstep: Class 59 contains 647 members 
Mstep: Class 60 contains 17851 members 
Mstep: Class 61 contains 255 members 
Mstep: Class 62 contains 1172 members 
Mstep: Class 63 contains 438 members 
Mstep: Class 64 contains 344 members 
Mstep: Class 65 contains 613 members 
Mstep: Class 66 contains 876 members 
Mstep: Class 67 contains 188 members 
Mstep: Class 68 contains 326 members 
Mstep: Class 69 contains 164 members 
Mstep: Class 70 contains 306 members 
Mstep: Class 71 contains 886 members 
Mstep: Class 72 contains 436 members 
Mstep: Class 73 contains 379 members 
Mstep: Class 74 contains 226 members 
Mstep: Class 75 contains 500 members 
Mstep: Class 76 contains 227 members 
Mstep: Class 77 contains 397 members 
Mstep: Class 78 contains 492 members 
Mstep: Class 79 contains 1045 members 
Mstep: Class 80 contains 1251 members 
Mstep: Class 81 contains 1488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147555648.000000 Penalty: 280990.781250
Iteration 286Q: 82 clusters Score -1.475556e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 52553 members 
Mstep: Class 3 contains 5280 members 
Mstep: Class 4 contains 27249 members 
Mstep: Class 5 contains 8286 members 
Mstep: Class 6 contains 4490 members 
Mstep: Class 7 contains 26582 members 
Mstep: Class 8 contains 753 members 
Mstep: Class 9 contains 10973 members 
Mstep: Class 10 contains 3040 members 
Mstep: Class 11 contains 37309 members 
Mstep: Class 12 contains 23336 members 
Mstep: Class 13 contains 215708 members 
Mstep: Class 14 contains 40995 members 
Mstep: Class 15 contains 658 members 
Mstep: Class 16 contains 29095 members 
Mstep: Class 17 contains 9366 members 
Mstep: Class 18 contains 14308 members 
Mstep: Class 19 contains 61584 members 
Mstep: Class 20 contains 10998 members 
Mstep: Class 21 contains 16567 members 
Mstep: Class 22 contains 2993 members 
Mstep: Class 23 contains 2570 members 
Mstep: Class 24 contains 18665 members 
Mstep: Class 25 contains 2068 members 
Mstep: Class 26 contains 22288 members 
Mstep: Class 27 contains 6174 members 
Mstep: Class 28 contains 4115 members 
Mstep: Class 29 contains 37122 members 
Mstep: Class 30 contains 4527 members 
Mstep: Class 31 contains 481 members 
Mstep: Class 32 contains 381 members 
Mstep: Class 33 contains 38551 members 
Mstep: Class 34 contains 605 members 
Mstep: Class 35 contains 8732 members 
Mstep: Class 36 contains 2453 members 
Mstep: Class 37 contains 164248 members 
Mstep: Class 38 contains 8339 members 
Mstep: Class 39 contains 4265 members 
Mstep: Class 40 contains 5324 members 
Mstep: Class 41 contains 2913 members 
Mstep: Class 42 contains 3709 members 
Mstep: Class 43 contains 550 members 
Mstep: Class 44 contains 3468 members 
Mstep: Class 45 contains 1907 members 
Mstep: Class 46 contains 395 members 
Mstep: Class 47 contains 5100 members 
Mstep: Class 48 contains 1821 members 
Mstep: Class 49 contains 4225 members 
Mstep: Class 50 contains 6309 members 
Mstep: Class 51 contains 175504 members 
Mstep: Class 52 contains 340 members 
Mstep: Class 53 contains 204 members 
Mstep: Class 54 contains 355 members 
Mstep: Class 55 contains 4301 members 
Mstep: Class 56 contains 2518 members 
Mstep: Class 57 contains 179 members 
Mstep: Class 58 contains 10459 members 
Mstep: Class 59 contains 647 members 
Mstep: Class 60 contains 17851 members 
Mstep: Class 61 contains 255 members 
Mstep: Class 62 contains 1174 members 
Mstep: Class 63 contains 438 members 
Mstep: Class 64 contains 344 members 
Mstep: Class 65 contains 613 members 
Mstep: Class 66 contains 876 members 
Mstep: Class 67 contains 188 members 
Mstep: Class 68 contains 326 members 
Mstep: Class 69 contains 164 members 
Mstep: Class 70 contains 306 members 
Mstep: Class 71 contains 886 members 
Mstep: Class 72 contains 436 members 
Mstep: Class 73 contains 379 members 
Mstep: Class 74 contains 226 members 
Mstep: Class 75 contains 500 members 
Mstep: Class 76 contains 227 members 
Mstep: Class 77 contains 397 members 
Mstep: Class 78 contains 492 members 
Mstep: Class 79 contains 1045 members 
Mstep: Class 80 contains 1251 members 
Mstep: Class 81 contains 1485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147555632.000000 Penalty: 280990.781250
Iteration 287Q: 82 clusters Score -1.475556e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 52553 members 
Mstep: Class 3 contains 5280 members 
Mstep: Class 4 contains 27249 members 
Mstep: Class 5 contains 8286 members 
Mstep: Class 6 contains 4490 members 
Mstep: Class 7 contains 26582 members 
Mstep: Class 8 contains 753 members 
Mstep: Class 9 contains 10973 members 
Mstep: Class 10 contains 3040 members 
Mstep: Class 11 contains 37309 members 
Mstep: Class 12 contains 23336 members 
Mstep: Class 13 contains 215708 members 
Mstep: Class 14 contains 40995 members 
Mstep: Class 15 contains 658 members 
Mstep: Class 16 contains 29095 members 
Mstep: Class 17 contains 9366 members 
Mstep: Class 18 contains 14308 members 
Mstep: Class 19 contains 61584 members 
Mstep: Class 20 contains 10998 members 
Mstep: Class 21 contains 16567 members 
Mstep: Class 22 contains 2993 members 
Mstep: Class 23 contains 2570 members 
Mstep: Class 24 contains 18665 members 
Mstep: Class 25 contains 2068 members 
Mstep: Class 26 contains 22288 members 
Mstep: Class 27 contains 6174 members 
Mstep: Class 28 contains 4115 members 
Mstep: Class 29 contains 37122 members 
Mstep: Class 30 contains 4527 members 
Mstep: Class 31 contains 481 members 
Mstep: Class 32 contains 381 members 
Mstep: Class 33 contains 38551 members 
Mstep: Class 34 contains 605 members 
Mstep: Class 35 contains 8732 members 
Mstep: Class 36 contains 2453 members 
Mstep: Class 37 contains 164248 members 
Mstep: Class 38 contains 8339 members 
Mstep: Class 39 contains 4265 members 
Mstep: Class 40 contains 5324 members 
Mstep: Class 41 contains 2913 members 
Mstep: Class 42 contains 3709 members 
Mstep: Class 43 contains 550 members 
Mstep: Class 44 contains 3468 members 
Mstep: Class 45 contains 1907 members 
Mstep: Class 46 contains 395 members 
Mstep: Class 47 contains 5100 members 
Mstep: Class 48 contains 1821 members 
Mstep: Class 49 contains 4225 members 
Mstep: Class 50 contains 6309 members 
Mstep: Class 51 contains 175504 members 
Mstep: Class 52 contains 340 members 
Mstep: Class 53 contains 204 members 
Mstep: Class 54 contains 355 members 
Mstep: Class 55 contains 4301 members 
Mstep: Class 56 contains 2518 members 
Mstep: Class 57 contains 179 members 
Mstep: Class 58 contains 10459 members 
Mstep: Class 59 contains 647 members 
Mstep: Class 60 contains 17851 members 
Mstep: Class 61 contains 255 members 
Mstep: Class 62 contains 1178 members 
Mstep: Class 63 contains 438 members 
Mstep: Class 64 contains 344 members 
Mstep: Class 65 contains 613 members 
Mstep: Class 66 contains 876 members 
Mstep: Class 67 contains 188 members 
Mstep: Class 68 contains 326 members 
Mstep: Class 69 contains 164 members 
Mstep: Class 70 contains 306 members 
Mstep: Class 71 contains 888 members 
Mstep: Class 72 contains 435 members 
Mstep: Class 73 contains 379 members 
Mstep: Class 74 contains 226 members 
Mstep: Class 75 contains 500 members 
Mstep: Class 76 contains 227 members 
Mstep: Class 77 contains 397 members 
Mstep: Class 78 contains 492 members 
Mstep: Class 79 contains 1045 members 
Mstep: Class 80 contains 1251 members 
Mstep: Class 81 contains 1480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147555616.000000 Penalty: 280990.781250
Iteration 288Q: 82 clusters Score -1.475556e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 52553 members 
Mstep: Class 3 contains 5280 members 
Mstep: Class 4 contains 27249 members 
Mstep: Class 5 contains 8286 members 
Mstep: Class 6 contains 4490 members 
Mstep: Class 7 contains 26582 members 
Mstep: Class 8 contains 753 members 
Mstep: Class 9 contains 10973 members 
Mstep: Class 10 contains 3040 members 
Mstep: Class 11 contains 37309 members 
Mstep: Class 12 contains 23336 members 
Mstep: Class 13 contains 215708 members 
Mstep: Class 14 contains 40995 members 
Mstep: Class 15 contains 658 members 
Mstep: Class 16 contains 29095 members 
Mstep: Class 17 contains 9366 members 
Mstep: Class 18 contains 14308 members 
Mstep: Class 19 contains 61584 members 
Mstep: Class 20 contains 10998 members 
Mstep: Class 21 contains 16567 members 
Mstep: Class 22 contains 2993 members 
Mstep: Class 23 contains 2570 members 
Mstep: Class 24 contains 18665 members 
Mstep: Class 25 contains 2068 members 
Mstep: Class 26 contains 22288 members 
Mstep: Class 27 contains 6174 members 
Mstep: Class 28 contains 4115 members 
Mstep: Class 29 contains 37122 members 
Mstep: Class 30 contains 4527 members 
Mstep: Class 31 contains 481 members 
Mstep: Class 32 contains 381 members 
Mstep: Class 33 contains 38551 members 
Mstep: Class 34 contains 605 members 
Mstep: Class 35 contains 8732 members 
Mstep: Class 36 contains 2453 members 
Mstep: Class 37 contains 164248 members 
Mstep: Class 38 contains 8339 members 
Mstep: Class 39 contains 4265 members 
Mstep: Class 40 contains 5324 members 
Mstep: Class 41 contains 2913 members 
Mstep: Class 42 contains 3709 members 
Mstep: Class 43 contains 550 members 
Mstep: Class 44 contains 3468 members 
Mstep: Class 45 contains 1907 members 
Mstep: Class 46 contains 395 members 
Mstep: Class 47 contains 5100 members 
Mstep: Class 48 contains 1821 members 
Mstep: Class 49 contains 4225 members 
Mstep: Class 50 contains 6309 members 
Mstep: Class 51 contains 175504 members 
Mstep: Class 52 contains 340 members 
Mstep: Class 53 contains 203 members 
Mstep: Class 54 contains 355 members 
Mstep: Class 55 contains 4301 members 
Mstep: Class 56 contains 2518 members 
Mstep: Class 57 contains 179 members 
Mstep: Class 58 contains 10459 members 
Mstep: Class 59 contains 647 members 
Mstep: Class 60 contains 17851 members 
Mstep: Class 61 contains 255 members 
Mstep: Class 62 contains 1178 members 
Mstep: Class 63 contains 438 members 
Mstep: Class 64 contains 344 members 
Mstep: Class 65 contains 613 members 
Mstep: Class 66 contains 876 members 
Mstep: Class 67 contains 188 members 
Mstep: Class 68 contains 326 members 
Mstep: Class 69 contains 164 members 
Mstep: Class 70 contains 306 members 
Mstep: Class 71 contains 888 members 
Mstep: Class 72 contains 435 members 
Mstep: Class 73 contains 379 members 
Mstep: Class 74 contains 226 members 
Mstep: Class 75 contains 500 members 
Mstep: Class 76 contains 227 members 
Mstep: Class 77 contains 397 members 
Mstep: Class 78 contains 492 members 
Mstep: Class 79 contains 1045 members 
Mstep: Class 80 contains 1251 members 
Mstep: Class 81 contains 1481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147555680.000000 Penalty: 280990.781250
Iteration 289Q: 82 clusters Score -1.475557e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 52553 members 
Mstep: Class 3 contains 5280 members 
Mstep: Class 4 contains 27249 members 
Mstep: Class 5 contains 8286 members 
Mstep: Class 6 contains 4490 members 
Mstep: Class 7 contains 26582 members 
Mstep: Class 8 contains 754 members 
Mstep: Class 9 contains 10973 members 
Mstep: Class 10 contains 3040 members 
Mstep: Class 11 contains 37309 members 
Mstep: Class 12 contains 23336 members 
Mstep: Class 13 contains 215708 members 
Mstep: Class 14 contains 40995 members 
Mstep: Class 15 contains 658 members 
Mstep: Class 16 contains 29095 members 
Mstep: Class 17 contains 9366 members 
Mstep: Class 18 contains 14308 members 
Mstep: Class 19 contains 61584 members 
Mstep: Class 20 contains 10998 members 
Mstep: Class 21 contains 16567 members 
Mstep: Class 22 contains 2993 members 
Mstep: Class 23 contains 2570 members 
Mstep: Class 24 contains 18665 members 
Mstep: Class 25 contains 2068 members 
Mstep: Class 26 contains 22288 members 
Mstep: Class 27 contains 6174 members 
Mstep: Class 28 contains 4115 members 
Mstep: Class 29 contains 37122 members 
Mstep: Class 30 contains 4527 members 
Mstep: Class 31 contains 481 members 
Mstep: Class 32 contains 381 members 
Mstep: Class 33 contains 38551 members 
Mstep: Class 34 contains 605 members 
Mstep: Class 35 contains 8732 members 
Mstep: Class 36 contains 2453 members 
Mstep: Class 37 contains 164248 members 
Mstep: Class 38 contains 8339 members 
Mstep: Class 39 contains 4265 members 
Mstep: Class 40 contains 5324 members 
Mstep: Class 41 contains 2913 members 
Mstep: Class 42 contains 3709 members 
Mstep: Class 43 contains 550 members 
Mstep: Class 44 contains 3468 members 
Mstep: Class 45 contains 1907 members 
Mstep: Class 46 contains 395 members 
Mstep: Class 47 contains 5100 members 
Mstep: Class 48 contains 1821 members 
Mstep: Class 49 contains 4225 members 
Mstep: Class 50 contains 6309 members 
Mstep: Class 51 contains 175504 members 
Mstep: Class 52 contains 340 members 
Mstep: Class 53 contains 204 members 
Mstep: Class 54 contains 355 members 
Mstep: Class 55 contains 4301 members 
Mstep: Class 56 contains 2518 members 
Mstep: Class 57 contains 179 members 
Mstep: Class 58 contains 10459 members 
Mstep: Class 59 contains 647 members 
Mstep: Class 60 contains 17851 members 
Mstep: Class 61 contains 255 members 
Mstep: Class 62 contains 1183 members 
Mstep: Class 63 contains 438 members 
Mstep: Class 64 contains 344 members 
Mstep: Class 65 contains 613 members 
Mstep: Class 66 contains 876 members 
Mstep: Class 67 contains 188 members 
Mstep: Class 68 contains 326 members 
Mstep: Class 69 contains 164 members 
Mstep: Class 70 contains 306 members 
Mstep: Class 71 contains 886 members 
Mstep: Class 72 contains 435 members 
Mstep: Class 73 contains 379 members 
Mstep: Class 74 contains 226 members 
Mstep: Class 75 contains 500 members 
Mstep: Class 76 contains 227 members 
Mstep: Class 77 contains 397 members 
Mstep: Class 78 contains 492 members 
Mstep: Class 79 contains 1045 members 
Mstep: Class 80 contains 1251 members 
Mstep: Class 81 contains 1476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147555792.000000 Penalty: 280990.781250
Iteration 290Q: 82 clusters Score -1.475558e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 52553 members 
Mstep: Class 3 contains 5280 members 
Mstep: Class 4 contains 27249 members 
Mstep: Class 5 contains 8286 members 
Mstep: Class 6 contains 4490 members 
Mstep: Class 7 contains 26582 members 
Mstep: Class 8 contains 755 members 
Mstep: Class 9 contains 10973 members 
Mstep: Class 10 contains 3040 members 
Mstep: Class 11 contains 37309 members 
Mstep: Class 12 contains 23336 members 
Mstep: Class 13 contains 215708 members 
Mstep: Class 14 contains 40995 members 
Mstep: Class 15 contains 658 members 
Mstep: Class 16 contains 29095 members 
Mstep: Class 17 contains 9366 members 
Mstep: Class 18 contains 14308 members 
Mstep: Class 19 contains 61584 members 
Mstep: Class 20 contains 10998 members 
Mstep: Class 21 contains 16567 members 
Mstep: Class 22 contains 2993 members 
Mstep: Class 23 contains 2570 members 
Mstep: Class 24 contains 18665 members 
Mstep: Class 25 contains 2068 members 
Mstep: Class 26 contains 22288 members 
Mstep: Class 27 contains 6174 members 
Mstep: Class 28 contains 4115 members 
Mstep: Class 29 contains 37122 members 
Mstep: Class 30 contains 4527 members 
Mstep: Class 31 contains 481 members 
Mstep: Class 32 contains 381 members 
Mstep: Class 33 contains 38551 members 
Mstep: Class 34 contains 605 members 
Mstep: Class 35 contains 8732 members 
Mstep: Class 36 contains 2453 members 
Mstep: Class 37 contains 164248 members 
Mstep: Class 38 contains 8339 members 
Mstep: Class 39 contains 4265 members 
Mstep: Class 40 contains 5324 members 
Mstep: Class 41 contains 2913 members 
Mstep: Class 42 contains 3709 members 
Mstep: Class 43 contains 550 members 
Mstep: Class 44 contains 3468 members 
Mstep: Class 45 contains 1907 members 
Mstep: Class 46 contains 395 members 
Mstep: Class 47 contains 5100 members 
Mstep: Class 48 contains 1821 members 
Mstep: Class 49 contains 4225 members 
Mstep: Class 50 contains 6309 members 
Mstep: Class 51 contains 175504 members 
Mstep: Class 52 contains 340 members 
Mstep: Class 53 contains 204 members 
Mstep: Class 54 contains 355 members 
Mstep: Class 55 contains 4301 members 
Mstep: Class 56 contains 2518 members 
Mstep: Class 57 contains 179 members 
Mstep: Class 58 contains 10459 members 
Mstep: Class 59 contains 648 members 
Mstep: Class 60 contains 17851 members 
Mstep: Class 61 contains 255 members 
Mstep: Class 62 contains 1183 members 
Mstep: Class 63 contains 438 members 
Mstep: Class 64 contains 344 members 
Mstep: Class 65 contains 613 members 
Mstep: Class 66 contains 876 members 
Mstep: Class 67 contains 188 members 
Mstep: Class 68 contains 326 members 
Mstep: Class 69 contains 164 members 
Mstep: Class 70 contains 306 members 
Mstep: Class 71 contains 879 members 
Mstep: Class 72 contains 435 members 
Mstep: Class 73 contains 379 members 
Mstep: Class 74 contains 226 members 
Mstep: Class 75 contains 500 members 
Mstep: Class 76 contains 227 members 
Mstep: Class 77 contains 397 members 
Mstep: Class 78 contains 492 members 
Mstep: Class 79 contains 1045 members 
Mstep: Class 80 contains 1251 members 
Mstep: Class 81 contains 1481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147555744.000000 Penalty: 280990.781250
Iteration 291Q: 82 clusters Score -1.475557e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 52553 members 
Mstep: Class 3 contains 5280 members 
Mstep: Class 4 contains 27249 members 
Mstep: Class 5 contains 8286 members 
Mstep: Class 6 contains 4490 members 
Mstep: Class 7 contains 26582 members 
Mstep: Class 8 contains 755 members 
Mstep: Class 9 contains 10973 members 
Mstep: Class 10 contains 3040 members 
Mstep: Class 11 contains 37309 members 
Mstep: Class 12 contains 23336 members 
Mstep: Class 13 contains 215708 members 
Mstep: Class 14 contains 40995 members 
Mstep: Class 15 contains 658 members 
Mstep: Class 16 contains 29095 members 
Mstep: Class 17 contains 9366 members 
Mstep: Class 18 contains 14308 members 
Mstep: Class 19 contains 61584 members 
Mstep: Class 20 contains 10998 members 
Mstep: Class 21 contains 16567 members 
Mstep: Class 22 contains 2993 members 
Mstep: Class 23 contains 2570 members 
Mstep: Class 24 contains 18665 members 
Mstep: Class 25 contains 2068 members 
Mstep: Class 26 contains 22288 members 
Mstep: Class 27 contains 6174 members 
Mstep: Class 28 contains 4115 members 
Mstep: Class 29 contains 37122 members 
Mstep: Class 30 contains 4527 members 
Mstep: Class 31 contains 481 members 
Mstep: Class 32 contains 381 members 
Mstep: Class 33 contains 38551 members 
Mstep: Class 34 contains 605 members 
Mstep: Class 35 contains 8732 members 
Mstep: Class 36 contains 2453 members 
Mstep: Class 37 contains 164248 members 
Mstep: Class 38 contains 8339 members 
Mstep: Class 39 contains 4265 members 
Mstep: Class 40 contains 5324 members 
Mstep: Class 41 contains 2913 members 
Mstep: Class 42 contains 3709 members 
Mstep: Class 43 contains 550 members 
Mstep: Class 44 contains 3468 members 
Mstep: Class 45 contains 1907 members 
Mstep: Class 46 contains 395 members 
Mstep: Class 47 contains 5100 members 
Mstep: Class 48 contains 1821 members 
Mstep: Class 49 contains 4225 members 
Mstep: Class 50 contains 6309 members 
Mstep: Class 51 contains 175504 members 
Mstep: Class 52 contains 340 members 
Mstep: Class 53 contains 204 members 
Mstep: Class 54 contains 355 members 
Mstep: Class 55 contains 4301 members 
Mstep: Class 56 contains 2518 members 
Mstep: Class 57 contains 179 members 
Mstep: Class 58 contains 10459 members 
Mstep: Class 59 contains 648 members 
Mstep: Class 60 contains 17851 members 
Mstep: Class 61 contains 255 members 
Mstep: Class 62 contains 1182 members 
Mstep: Class 63 contains 438 members 
Mstep: Class 64 contains 344 members 
Mstep: Class 65 contains 613 members 
Mstep: Class 66 contains 876 members 
Mstep: Class 67 contains 188 members 
Mstep: Class 68 contains 326 members 
Mstep: Class 69 contains 164 members 
Mstep: Class 70 contains 306 members 
Mstep: Class 71 contains 878 members 
Mstep: Class 72 contains 435 members 
Mstep: Class 73 contains 379 members 
Mstep: Class 74 contains 226 members 
Mstep: Class 75 contains 500 members 
Mstep: Class 76 contains 227 members 
Mstep: Class 77 contains 397 members 
Mstep: Class 78 contains 492 members 
Mstep: Class 79 contains 1045 members 
Mstep: Class 80 contains 1251 members 
Mstep: Class 81 contains 1483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147555776.000000 Penalty: 280990.781250
Iteration 292Q: 82 clusters Score -1.475558e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 52553 members 
Mstep: Class 3 contains 5280 members 
Mstep: Class 4 contains 27249 members 
Mstep: Class 5 contains 8286 members 
Mstep: Class 6 contains 4490 members 
Mstep: Class 7 contains 26582 members 
Mstep: Class 8 contains 753 members 
Mstep: Class 9 contains 10973 members 
Mstep: Class 10 contains 3040 members 
Mstep: Class 11 contains 37309 members 
Mstep: Class 12 contains 23336 members 
Mstep: Class 13 contains 215708 members 
Mstep: Class 14 contains 40995 members 
Mstep: Class 15 contains 658 members 
Mstep: Class 16 contains 29095 members 
Mstep: Class 17 contains 9366 members 
Mstep: Class 18 contains 14308 members 
Mstep: Class 19 contains 61584 members 
Mstep: Class 20 contains 10998 members 
Mstep: Class 21 contains 16567 members 
Mstep: Class 22 contains 2993 members 
Mstep: Class 23 contains 2570 members 
Mstep: Class 24 contains 18665 members 
Mstep: Class 25 contains 2068 members 
Mstep: Class 26 contains 22288 members 
Mstep: Class 27 contains 6174 members 
Mstep: Class 28 contains 4115 members 
Mstep: Class 29 contains 37122 members 
Mstep: Class 30 contains 4527 members 
Mstep: Class 31 contains 481 members 
Mstep: Class 32 contains 381 members 
Mstep: Class 33 contains 38551 members 
Mstep: Class 34 contains 605 members 
Mstep: Class 35 contains 8732 members 
Mstep: Class 36 contains 2453 members 
Mstep: Class 37 contains 164248 members 
Mstep: Class 38 contains 8339 members 
Mstep: Class 39 contains 4265 members 
Mstep: Class 40 contains 5324 members 
Mstep: Class 41 contains 2913 members 
Mstep: Class 42 contains 3709 members 
Mstep: Class 43 contains 550 members 
Mstep: Class 44 contains 3468 members 
Mstep: Class 45 contains 1907 members 
Mstep: Class 46 contains 395 members 
Mstep: Class 47 contains 5100 members 
Mstep: Class 48 contains 1821 members 
Mstep: Class 49 contains 4225 members 
Mstep: Class 50 contains 6309 members 
Mstep: Class 51 contains 175504 members 
Mstep: Class 52 contains 340 members 
Mstep: Class 53 contains 204 members 
Mstep: Class 54 contains 355 members 
Mstep: Class 55 contains 4301 members 
Mstep: Class 56 contains 2518 members 
Mstep: Class 57 contains 179 members 
Mstep: Class 58 contains 10459 members 
Mstep: Class 59 contains 648 members 
Mstep: Class 60 contains 17851 members 
Mstep: Class 61 contains 255 members 
Mstep: Class 62 contains 1181 members 
Mstep: Class 63 contains 438 members 
Mstep: Class 64 contains 344 members 
Mstep: Class 65 contains 613 members 
Mstep: Class 66 contains 876 members 
Mstep: Class 67 contains 188 members 
Mstep: Class 68 contains 326 members 
Mstep: Class 69 contains 164 members 
Mstep: Class 70 contains 306 members 
Mstep: Class 71 contains 879 members 
Mstep: Class 72 contains 435 members 
Mstep: Class 73 contains 379 members 
Mstep: Class 74 contains 226 members 
Mstep: Class 75 contains 500 members 
Mstep: Class 76 contains 227 members 
Mstep: Class 77 contains 397 members 
Mstep: Class 78 contains 491 members 
Mstep: Class 79 contains 1045 members 
Mstep: Class 80 contains 1251 members 
Mstep: Class 81 contains 1486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147555824.000000 Penalty: 280990.781250
Iteration 293Q: 82 clusters Score -1.475558e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 52553 members 
Mstep: Class 3 contains 5280 members 
Mstep: Class 4 contains 27249 members 
Mstep: Class 5 contains 8286 members 
Mstep: Class 6 contains 4490 members 
Mstep: Class 7 contains 26582 members 
Mstep: Class 8 contains 751 members 
Mstep: Class 9 contains 10973 members 
Mstep: Class 10 contains 3040 members 
Mstep: Class 11 contains 37309 members 
Mstep: Class 12 contains 23336 members 
Mstep: Class 13 contains 215708 members 
Mstep: Class 14 contains 40995 members 
Mstep: Class 15 contains 659 members 
Mstep: Class 16 contains 29095 members 
Mstep: Class 17 contains 9366 members 
Mstep: Class 18 contains 14308 members 
Mstep: Class 19 contains 61584 members 
Mstep: Class 20 contains 10998 members 
Mstep: Class 21 contains 16567 members 
Mstep: Class 22 contains 2993 members 
Mstep: Class 23 contains 2570 members 
Mstep: Class 24 contains 18665 members 
Mstep: Class 25 contains 2068 members 
Mstep: Class 26 contains 22288 members 
Mstep: Class 27 contains 6174 members 
Mstep: Class 28 contains 4115 members 
Mstep: Class 29 contains 37122 members 
Mstep: Class 30 contains 4527 members 
Mstep: Class 31 contains 481 members 
Mstep: Class 32 contains 381 members 
Mstep: Class 33 contains 38551 members 
Mstep: Class 34 contains 605 members 
Mstep: Class 35 contains 8732 members 
Mstep: Class 36 contains 2453 members 
Mstep: Class 37 contains 164248 members 
Mstep: Class 38 contains 8339 members 
Mstep: Class 39 contains 4265 members 
Mstep: Class 40 contains 5324 members 
Mstep: Class 41 contains 2913 members 
Mstep: Class 42 contains 3709 members 
Mstep: Class 43 contains 550 members 
Mstep: Class 44 contains 3468 members 
Mstep: Class 45 contains 1907 members 
Mstep: Class 46 contains 396 members 
Mstep: Class 47 contains 5100 members 
Mstep: Class 48 contains 1821 members 
Mstep: Class 49 contains 4225 members 
Mstep: Class 50 contains 6309 members 
Mstep: Class 51 contains 175504 members 
Mstep: Class 52 contains 340 members 
Mstep: Class 53 contains 204 members 
Mstep: Class 54 contains 355 members 
Mstep: Class 55 contains 4301 members 
Mstep: Class 56 contains 2518 members 
Mstep: Class 57 contains 179 members 
Mstep: Class 58 contains 10459 members 
Mstep: Class 59 contains 648 members 
Mstep: Class 60 contains 17851 members 
Mstep: Class 61 contains 255 members 
Mstep: Class 62 contains 1181 members 
Mstep: Class 63 contains 438 members 
Mstep: Class 64 contains 344 members 
Mstep: Class 65 contains 613 members 
Mstep: Class 66 contains 876 members 
Mstep: Class 67 contains 188 members 
Mstep: Class 68 contains 326 members 
Mstep: Class 69 contains 164 members 
Mstep: Class 70 contains 306 members 
Mstep: Class 71 contains 875 members 
Mstep: Class 72 contains 435 members 
Mstep: Class 73 contains 379 members 
Mstep: Class 74 contains 226 members 
Mstep: Class 75 contains 500 members 
Mstep: Class 76 contains 227 members 
Mstep: Class 77 contains 397 members 
Mstep: Class 78 contains 491 members 
Mstep: Class 79 contains 1045 members 
Mstep: Class 80 contains 1251 members 
Mstep: Class 81 contains 1490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147555664.000000 Penalty: 280990.781250
Iteration 294Q: 82 clusters Score -1.475557e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 52553 members 
Mstep: Class 3 contains 5280 members 
Mstep: Class 4 contains 27249 members 
Mstep: Class 5 contains 8286 members 
Mstep: Class 6 contains 4490 members 
Mstep: Class 7 contains 26582 members 
Mstep: Class 8 contains 750 members 
Mstep: Class 9 contains 10973 members 
Mstep: Class 10 contains 3040 members 
Mstep: Class 11 contains 37309 members 
Mstep: Class 12 contains 23336 members 
Mstep: Class 13 contains 215708 members 
Mstep: Class 14 contains 40995 members 
Mstep: Class 15 contains 658 members 
Mstep: Class 16 contains 29095 members 
Mstep: Class 17 contains 9366 members 
Mstep: Class 18 contains 14308 members 
Mstep: Class 19 contains 61584 members 
Mstep: Class 20 contains 10998 members 
Mstep: Class 21 contains 16567 members 
Mstep: Class 22 contains 2993 members 
Mstep: Class 23 contains 2570 members 
Mstep: Class 24 contains 18665 members 
Mstep: Class 25 contains 2068 members 
Mstep: Class 26 contains 22288 members 
Mstep: Class 27 contains 6174 members 
Mstep: Class 28 contains 4115 members 
Mstep: Class 29 contains 37122 members 
Mstep: Class 30 contains 4527 members 
Mstep: Class 31 contains 481 members 
Mstep: Class 32 contains 381 members 
Mstep: Class 33 contains 38551 members 
Mstep: Class 34 contains 605 members 
Mstep: Class 35 contains 8732 members 
Mstep: Class 36 contains 2453 members 
Mstep: Class 37 contains 164248 members 
Mstep: Class 38 contains 8339 members 
Mstep: Class 39 contains 4265 members 
Mstep: Class 40 contains 5324 members 
Mstep: Class 41 contains 2913 members 
Mstep: Class 42 contains 3709 members 
Mstep: Class 43 contains 550 members 
Mstep: Class 44 contains 3468 members 
Mstep: Class 45 contains 1907 members 
Mstep: Class 46 contains 397 members 
Mstep: Class 47 contains 5100 members 
Mstep: Class 48 contains 1820 members 
Mstep: Class 49 contains 4225 members 
Mstep: Class 50 contains 6309 members 
Mstep: Class 51 contains 175504 members 
Mstep: Class 52 contains 341 members 
Mstep: Class 53 contains 204 members 
Mstep: Class 54 contains 355 members 
Mstep: Class 55 contains 4301 members 
Mstep: Class 56 contains 2518 members 
Mstep: Class 57 contains 179 members 
Mstep: Class 58 contains 10459 members 
Mstep: Class 59 contains 648 members 
Mstep: Class 60 contains 17851 members 
Mstep: Class 61 contains 255 members 
Mstep: Class 62 contains 1183 members 
Mstep: Class 63 contains 438 members 
Mstep: Class 64 contains 344 members 
Mstep: Class 65 contains 613 members 
Mstep: Class 66 contains 876 members 
Mstep: Class 67 contains 188 members 
Mstep: Class 68 contains 326 members 
Mstep: Class 69 contains 164 members 
Mstep: Class 70 contains 306 members 
Mstep: Class 71 contains 869 members 
Mstep: Class 72 contains 435 members 
Mstep: Class 73 contains 379 members 
Mstep: Class 74 contains 226 members 
Mstep: Class 75 contains 500 members 
Mstep: Class 76 contains 227 members 
Mstep: Class 77 contains 397 members 
Mstep: Class 78 contains 491 members 
Mstep: Class 79 contains 1045 members 
Mstep: Class 80 contains 1251 members 
Mstep: Class 81 contains 1495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147555760.000000 Penalty: 280990.781250
Iteration 295Q: 82 clusters Score -1.475558e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 52553 members 
Mstep: Class 3 contains 5280 members 
Mstep: Class 4 contains 27249 members 
Mstep: Class 5 contains 8286 members 
Mstep: Class 6 contains 4490 members 
Mstep: Class 7 contains 26582 members 
Mstep: Class 8 contains 750 members 
Mstep: Class 9 contains 10973 members 
Mstep: Class 10 contains 3040 members 
Mstep: Class 11 contains 37309 members 
Mstep: Class 12 contains 23336 members 
Mstep: Class 13 contains 215708 members 
Mstep: Class 14 contains 40995 members 
Mstep: Class 15 contains 657 members 
Mstep: Class 16 contains 29095 members 
Mstep: Class 17 contains 9366 members 
Mstep: Class 18 contains 14308 members 
Mstep: Class 19 contains 61584 members 
Mstep: Class 20 contains 10998 members 
Mstep: Class 21 contains 16567 members 
Mstep: Class 22 contains 2993 members 
Mstep: Class 23 contains 2570 members 
Mstep: Class 24 contains 18665 members 
Mstep: Class 25 contains 2068 members 
Mstep: Class 26 contains 22288 members 
Mstep: Class 27 contains 6174 members 
Mstep: Class 28 contains 4115 members 
Mstep: Class 29 contains 37122 members 
Mstep: Class 30 contains 4527 members 
Mstep: Class 31 contains 481 members 
Mstep: Class 32 contains 381 members 
Mstep: Class 33 contains 38551 members 
Mstep: Class 34 contains 605 members 
Mstep: Class 35 contains 8732 members 
Mstep: Class 36 contains 2453 members 
Mstep: Class 37 contains 164248 members 
Mstep: Class 38 contains 8339 members 
Mstep: Class 39 contains 4265 members 
Mstep: Class 40 contains 5324 members 
Mstep: Class 41 contains 2913 members 
Mstep: Class 42 contains 3709 members 
Mstep: Class 43 contains 550 members 
Mstep: Class 44 contains 3468 members 
Mstep: Class 45 contains 1907 members 
Mstep: Class 46 contains 400 members 
Mstep: Class 47 contains 5100 members 
Mstep: Class 48 contains 1819 members 
Mstep: Class 49 contains 4225 members 
Mstep: Class 50 contains 6309 members 
Mstep: Class 51 contains 175504 members 
Mstep: Class 52 contains 341 members 
Mstep: Class 53 contains 204 members 
Mstep: Class 54 contains 355 members 
Mstep: Class 55 contains 4301 members 
Mstep: Class 56 contains 2518 members 
Mstep: Class 57 contains 179 members 
Mstep: Class 58 contains 10459 members 
Mstep: Class 59 contains 648 members 
Mstep: Class 60 contains 17851 members 
Mstep: Class 61 contains 255 members 
Mstep: Class 62 contains 1182 members 
Mstep: Class 63 contains 438 members 
Mstep: Class 64 contains 344 members 
Mstep: Class 65 contains 613 members 
Mstep: Class 66 contains 876 members 
Mstep: Class 67 contains 188 members 
Mstep: Class 68 contains 326 members 
Mstep: Class 69 contains 164 members 
Mstep: Class 70 contains 306 members 
Mstep: Class 71 contains 862 members 
Mstep: Class 72 contains 435 members 
Mstep: Class 73 contains 379 members 
Mstep: Class 74 contains 226 members 
Mstep: Class 75 contains 500 members 
Mstep: Class 76 contains 227 members 
Mstep: Class 77 contains 397 members 
Mstep: Class 78 contains 491 members 
Mstep: Class 79 contains 1045 members 
Mstep: Class 80 contains 1251 members 
Mstep: Class 81 contains 1502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147555648.000000 Penalty: 280990.781250
Iteration 296Q: 82 clusters Score -1.475556e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 52553 members 
Mstep: Class 3 contains 5280 members 
Mstep: Class 4 contains 27249 members 
Mstep: Class 5 contains 8286 members 
Mstep: Class 6 contains 4490 members 
Mstep: Class 7 contains 26582 members 
Mstep: Class 8 contains 750 members 
Mstep: Class 9 contains 10973 members 
Mstep: Class 10 contains 3040 members 
Mstep: Class 11 contains 37309 members 
Mstep: Class 12 contains 23336 members 
Mstep: Class 13 contains 215708 members 
Mstep: Class 14 contains 40995 members 
Mstep: Class 15 contains 657 members 
Mstep: Class 16 contains 29095 members 
Mstep: Class 17 contains 9366 members 
Mstep: Class 18 contains 14308 members 
Mstep: Class 19 contains 61584 members 
Mstep: Class 20 contains 10998 members 
Mstep: Class 21 contains 16567 members 
Mstep: Class 22 contains 2993 members 
Mstep: Class 23 contains 2570 members 
Mstep: Class 24 contains 18665 members 
Mstep: Class 25 contains 2068 members 
Mstep: Class 26 contains 22288 members 
Mstep: Class 27 contains 6174 members 
Mstep: Class 28 contains 4115 members 
Mstep: Class 29 contains 37122 members 
Mstep: Class 30 contains 4527 members 
Mstep: Class 31 contains 481 members 
Mstep: Class 32 contains 381 members 
Mstep: Class 33 contains 38551 members 
Mstep: Class 34 contains 605 members 
Mstep: Class 35 contains 8732 members 
Mstep: Class 36 contains 2453 members 
Mstep: Class 37 contains 164248 members 
Mstep: Class 38 contains 8339 members 
Mstep: Class 39 contains 4265 members 
Mstep: Class 40 contains 5324 members 
Mstep: Class 41 contains 2913 members 
Mstep: Class 42 contains 3709 members 
Mstep: Class 43 contains 550 members 
Mstep: Class 44 contains 3468 members 
Mstep: Class 45 contains 1907 members 
Mstep: Class 46 contains 399 members 
Mstep: Class 47 contains 5100 members 
Mstep: Class 48 contains 1819 members 
Mstep: Class 49 contains 4225 members 
Mstep: Class 50 contains 6309 members 
Mstep: Class 51 contains 175504 members 
Mstep: Class 52 contains 341 members 
Mstep: Class 53 contains 204 members 
Mstep: Class 54 contains 355 members 
Mstep: Class 55 contains 4301 members 
Mstep: Class 56 contains 2518 members 
Mstep: Class 57 contains 179 members 
Mstep: Class 58 contains 10459 members 
Mstep: Class 59 contains 648 members 
Mstep: Class 60 contains 17851 members 
Mstep: Class 61 contains 255 members 
Mstep: Class 62 contains 1181 members 
Mstep: Class 63 contains 438 members 
Mstep: Class 64 contains 344 members 
Mstep: Class 65 contains 613 members 
Mstep: Class 66 contains 876 members 
Mstep: Class 67 contains 188 members 
Mstep: Class 68 contains 326 members 
Mstep: Class 69 contains 164 members 
Mstep: Class 70 contains 306 members 
Mstep: Class 71 contains 856 members 
Mstep: Class 72 contains 435 members 
Mstep: Class 73 contains 379 members 
Mstep: Class 74 contains 226 members 
Mstep: Class 75 contains 500 members 
Mstep: Class 76 contains 227 members 
Mstep: Class 77 contains 397 members 
Mstep: Class 78 contains 491 members 
Mstep: Class 79 contains 1045 members 
Mstep: Class 80 contains 1251 members 
Mstep: Class 81 contains 1510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147555696.000000 Penalty: 280990.781250
Iteration 297Q: 82 clusters Score -1.475557e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 52553 members 
Mstep: Class 3 contains 5280 members 
Mstep: Class 4 contains 27249 members 
Mstep: Class 5 contains 8286 members 
Mstep: Class 6 contains 4490 members 
Mstep: Class 7 contains 26582 members 
Mstep: Class 8 contains 750 members 
Mstep: Class 9 contains 10973 members 
Mstep: Class 10 contains 3040 members 
Mstep: Class 11 contains 37309 members 
Mstep: Class 12 contains 23336 members 
Mstep: Class 13 contains 215708 members 
Mstep: Class 14 contains 40995 members 
Mstep: Class 15 contains 657 members 
Mstep: Class 16 contains 29095 members 
Mstep: Class 17 contains 9366 members 
Mstep: Class 18 contains 14308 members 
Mstep: Class 19 contains 61584 members 
Mstep: Class 20 contains 10998 members 
Mstep: Class 21 contains 16567 members 
Mstep: Class 22 contains 2993 members 
Mstep: Class 23 contains 2570 members 
Mstep: Class 24 contains 18665 members 
Mstep: Class 25 contains 2068 members 
Mstep: Class 26 contains 22288 members 
Mstep: Class 27 contains 6174 members 
Mstep: Class 28 contains 4115 members 
Mstep: Class 29 contains 37122 members 
Mstep: Class 30 contains 4527 members 
Mstep: Class 31 contains 481 members 
Mstep: Class 32 contains 381 members 
Mstep: Class 33 contains 38551 members 
Mstep: Class 34 contains 605 members 
Mstep: Class 35 contains 8732 members 
Mstep: Class 36 contains 2453 members 
Mstep: Class 37 contains 164248 members 
Mstep: Class 38 contains 8339 members 
Mstep: Class 39 contains 4265 members 
Mstep: Class 40 contains 5324 members 
Mstep: Class 41 contains 2913 members 
Mstep: Class 42 contains 3709 members 
Mstep: Class 43 contains 550 members 
Mstep: Class 44 contains 3468 members 
Mstep: Class 45 contains 1907 members 
Mstep: Class 46 contains 399 members 
Mstep: Class 47 contains 5100 members 
Mstep: Class 48 contains 1819 members 
Mstep: Class 49 contains 4225 members 
Mstep: Class 50 contains 6309 members 
Mstep: Class 51 contains 175504 members 
Mstep: Class 52 contains 341 members 
Mstep: Class 53 contains 204 members 
Mstep: Class 54 contains 355 members 
Mstep: Class 55 contains 4301 members 
Mstep: Class 56 contains 2518 members 
Mstep: Class 57 contains 179 members 
Mstep: Class 58 contains 10459 members 
Mstep: Class 59 contains 648 members 
Mstep: Class 60 contains 17851 members 
Mstep: Class 61 contains 255 members 
Mstep: Class 62 contains 1182 members 
Mstep: Class 63 contains 438 members 
Mstep: Class 64 contains 344 members 
Mstep: Class 65 contains 613 members 
Mstep: Class 66 contains 876 members 
Mstep: Class 67 contains 188 members 
Mstep: Class 68 contains 326 members 
Mstep: Class 69 contains 164 members 
Mstep: Class 70 contains 306 members 
Mstep: Class 71 contains 854 members 
Mstep: Class 72 contains 435 members 
Mstep: Class 73 contains 379 members 
Mstep: Class 74 contains 226 members 
Mstep: Class 75 contains 500 members 
Mstep: Class 76 contains 227 members 
Mstep: Class 77 contains 397 members 
Mstep: Class 78 contains 492 members 
Mstep: Class 79 contains 1045 members 
Mstep: Class 80 contains 1251 members 
Mstep: Class 81 contains 1510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147555712.000000 Penalty: 280990.781250
Iteration 298Q: 82 clusters Score -1.475557e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 52553 members 
Mstep: Class 3 contains 5280 members 
Mstep: Class 4 contains 27249 members 
Mstep: Class 5 contains 8286 members 
Mstep: Class 6 contains 4490 members 
Mstep: Class 7 contains 26582 members 
Mstep: Class 8 contains 750 members 
Mstep: Class 9 contains 10973 members 
Mstep: Class 10 contains 3040 members 
Mstep: Class 11 contains 37309 members 
Mstep: Class 12 contains 23336 members 
Mstep: Class 13 contains 215708 members 
Mstep: Class 14 contains 40995 members 
Mstep: Class 15 contains 657 members 
Mstep: Class 16 contains 29095 members 
Mstep: Class 17 contains 9366 members 
Mstep: Class 18 contains 14308 members 
Mstep: Class 19 contains 61584 members 
Mstep: Class 20 contains 10998 members 
Mstep: Class 21 contains 16567 members 
Mstep: Class 22 contains 2993 members 
Mstep: Class 23 contains 2570 members 
Mstep: Class 24 contains 18665 members 
Mstep: Class 25 contains 2068 members 
Mstep: Class 26 contains 22288 members 
Mstep: Class 27 contains 6174 members 
Mstep: Class 28 contains 4115 members 
Mstep: Class 29 contains 37122 members 
Mstep: Class 30 contains 4527 members 
Mstep: Class 31 contains 481 members 
Mstep: Class 32 contains 381 members 
Mstep: Class 33 contains 38551 members 
Mstep: Class 34 contains 605 members 
Mstep: Class 35 contains 8732 members 
Mstep: Class 36 contains 2453 members 
Mstep: Class 37 contains 164248 members 
Mstep: Class 38 contains 8339 members 
Mstep: Class 39 contains 4265 members 
Mstep: Class 40 contains 5324 members 
Mstep: Class 41 contains 2913 members 
Mstep: Class 42 contains 3709 members 
Mstep: Class 43 contains 550 members 
Mstep: Class 44 contains 3468 members 
Mstep: Class 45 contains 1907 members 
Mstep: Class 46 contains 399 members 
Mstep: Class 47 contains 5100 members 
Mstep: Class 48 contains 1819 members 
Mstep: Class 49 contains 4225 members 
Mstep: Class 50 contains 6309 members 
Mstep: Class 51 contains 175504 members 
Mstep: Class 52 contains 341 members 
Mstep: Class 53 contains 204 members 
Mstep: Class 54 contains 355 members 
Mstep: Class 55 contains 4301 members 
Mstep: Class 56 contains 2518 members 
Mstep: Class 57 contains 179 members 
Mstep: Class 58 contains 10459 members 
Mstep: Class 59 contains 648 members 
Mstep: Class 60 contains 17851 members 
Mstep: Class 61 contains 255 members 
Mstep: Class 62 contains 1184 members 
Mstep: Class 63 contains 438 members 
Mstep: Class 64 contains 344 members 
Mstep: Class 65 contains 613 members 
Mstep: Class 66 contains 876 members 
Mstep: Class 67 contains 188 members 
Mstep: Class 68 contains 326 members 
Mstep: Class 69 contains 164 members 
Mstep: Class 70 contains 306 members 
Mstep: Class 71 contains 853 members 
Mstep: Class 72 contains 435 members 
Mstep: Class 73 contains 379 members 
Mstep: Class 74 contains 226 members 
Mstep: Class 75 contains 500 members 
Mstep: Class 76 contains 227 members 
Mstep: Class 77 contains 397 members 
Mstep: Class 78 contains 492 members 
Mstep: Class 79 contains 1045 members 
Mstep: Class 80 contains 1251 members 
Mstep: Class 81 contains 1509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147555728.000000 Penalty: 280990.781250
Iteration 299Q: 82 clusters Score -1.475557e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 52553 members 
Mstep: Class 3 contains 5280 members 
Mstep: Class 4 contains 27249 members 
Mstep: Class 5 contains 8286 members 
Mstep: Class 6 contains 4490 members 
Mstep: Class 7 contains 26582 members 
Mstep: Class 8 contains 750 members 
Mstep: Class 9 contains 10973 members 
Mstep: Class 10 contains 3040 members 
Mstep: Class 11 contains 37309 members 
Mstep: Class 12 contains 23336 members 
Mstep: Class 13 contains 215708 members 
Mstep: Class 14 contains 40995 members 
Mstep: Class 15 contains 659 members 
Mstep: Class 16 contains 29095 members 
Mstep: Class 17 contains 9366 members 
Mstep: Class 18 contains 14308 members 
Mstep: Class 19 contains 61584 members 
Mstep: Class 20 contains 10998 members 
Mstep: Class 21 contains 16567 members 
Mstep: Class 22 contains 2993 members 
Mstep: Class 23 contains 2570 members 
Mstep: Class 24 contains 18665 members 
Mstep: Class 25 contains 2068 members 
Mstep: Class 26 contains 22288 members 
Mstep: Class 27 contains 6174 members 
Mstep: Class 28 contains 4115 members 
Mstep: Class 29 contains 37122 members 
Mstep: Class 30 contains 4527 members 
Mstep: Class 31 contains 481 members 
Mstep: Class 32 contains 381 members 
Mstep: Class 33 contains 38551 members 
Mstep: Class 34 contains 605 members 
Mstep: Class 35 contains 8732 members 
Mstep: Class 36 contains 2453 members 
Mstep: Class 37 contains 164248 members 
Mstep: Class 38 contains 8339 members 
Mstep: Class 39 contains 4265 members 
Mstep: Class 40 contains 5324 members 
Mstep: Class 41 contains 2913 members 
Mstep: Class 42 contains 3709 members 
Mstep: Class 43 contains 550 members 
Mstep: Class 44 contains 3468 members 
Mstep: Class 45 contains 1907 members 
Mstep: Class 46 contains 399 members 
Mstep: Class 47 contains 5100 members 
Mstep: Class 48 contains 1819 members 
Mstep: Class 49 contains 4225 members 
Mstep: Class 50 contains 6309 members 
Mstep: Class 51 contains 175504 members 
Mstep: Class 52 contains 341 members 
Mstep: Class 53 contains 204 members 
Mstep: Class 54 contains 355 members 
Mstep: Class 55 contains 4301 members 
Mstep: Class 56 contains 2518 members 
Mstep: Class 57 contains 179 members 
Mstep: Class 58 contains 10459 members 
Mstep: Class 59 contains 648 members 
Mstep: Class 60 contains 17851 members 
Mstep: Class 61 contains 255 members 
Mstep: Class 62 contains 1185 members 
Mstep: Class 63 contains 438 members 
Mstep: Class 64 contains 344 members 
Mstep: Class 65 contains 613 members 
Mstep: Class 66 contains 876 members 
Mstep: Class 67 contains 188 members 
Mstep: Class 68 contains 326 members 
Mstep: Class 69 contains 164 members 
Mstep: Class 70 contains 306 members 
Mstep: Class 71 contains 850 members 
Mstep: Class 72 contains 435 members 
Mstep: Class 73 contains 379 members 
Mstep: Class 74 contains 226 members 
Mstep: Class 75 contains 500 members 
Mstep: Class 76 contains 227 members 
Mstep: Class 77 contains 397 members 
Mstep: Class 78 contains 492 members 
Mstep: Class 79 contains 1045 members 
Mstep: Class 80 contains 1251 members 
Mstep: Class 81 contains 1509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147555664.000000 Penalty: 280990.781250
Iteration 300F: 82 clusters Score -1.475557e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 52553 members 
Mstep: Class 3 contains 5280 members 
Mstep: Class 4 contains 27249 members 
Mstep: Class 5 contains 8286 members 
Mstep: Class 6 contains 4490 members 
Mstep: Class 7 contains 26582 members 
Mstep: Class 8 contains 749 members 
Mstep: Class 9 contains 10973 members 
Mstep: Class 10 contains 3040 members 
Mstep: Class 11 contains 37309 members 
Mstep: Class 12 contains 23336 members 
Mstep: Class 13 contains 215708 members 
Mstep: Class 14 contains 40995 members 
Mstep: Class 15 contains 659 members 
Mstep: Class 16 contains 29095 members 
Mstep: Class 17 contains 9366 members 
Mstep: Class 18 contains 14308 members 
Mstep: Class 19 contains 61584 members 
Mstep: Class 20 contains 10998 members 
Mstep: Class 21 contains 16567 members 
Mstep: Class 22 contains 2993 members 
Mstep: Class 23 contains 2570 members 
Mstep: Class 24 contains 18665 members 
Mstep: Class 25 contains 2068 members 
Mstep: Class 26 contains 22288 members 
Mstep: Class 27 contains 6174 members 
Mstep: Class 28 contains 4115 members 
Mstep: Class 29 contains 37122 members 
Mstep: Class 30 contains 4527 members 
Mstep: Class 31 contains 481 members 
Mstep: Class 32 contains 381 members 
Mstep: Class 33 contains 38551 members 
Mstep: Class 34 contains 605 members 
Mstep: Class 35 contains 8732 members 
Mstep: Class 36 contains 2453 members 
Mstep: Class 37 contains 164248 members 
Mstep: Class 38 contains 8339 members 
Mstep: Class 39 contains 4265 members 
Mstep: Class 40 contains 5324 members 
Mstep: Class 41 contains 2913 members 
Mstep: Class 42 contains 3709 members 
Mstep: Class 43 contains 550 members 
Mstep: Class 44 contains 3468 members 
Mstep: Class 45 contains 1907 members 
Mstep: Class 46 contains 399 members 
Mstep: Class 47 contains 5100 members 
Mstep: Class 48 contains 1819 members 
Mstep: Class 49 contains 4225 members 
Mstep: Class 50 contains 6309 members 
Mstep: Class 51 contains 175504 members 
Mstep: Class 52 contains 341 members 
Mstep: Class 53 contains 204 members 
Mstep: Class 54 contains 355 members 
Mstep: Class 55 contains 4301 members 
Mstep: Class 56 contains 2518 members 
Mstep: Class 57 contains 179 members 
Mstep: Class 58 contains 10459 members 
Mstep: Class 59 contains 648 members 
Mstep: Class 60 contains 17851 members 
Mstep: Class 61 contains 255 members 
Mstep: Class 62 contains 1183 members 
Mstep: Class 63 contains 438 members 
Mstep: Class 64 contains 344 members 
Mstep: Class 65 contains 613 members 
Mstep: Class 66 contains 876 members 
Mstep: Class 67 contains 188 members 
Mstep: Class 68 contains 326 members 
Mstep: Class 69 contains 164 members 
Mstep: Class 70 contains 306 members 
Mstep: Class 71 contains 854 members 
Mstep: Class 72 contains 435 members 
Mstep: Class 73 contains 379 members 
Mstep: Class 74 contains 225 members 
Mstep: Class 75 contains 500 members 
Mstep: Class 76 contains 227 members 
Mstep: Class 77 contains 397 members 
Mstep: Class 78 contains 492 members 
Mstep: Class 79 contains 1045 members 
Mstep: Class 80 contains 1251 members 
Mstep: Class 81 contains 1509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147555696.000000 Penalty: 280990.781250
Iteration 301Q: 82 clusters Score -1.475557e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 52553 members 
Mstep: Class 3 contains 5280 members 
Mstep: Class 4 contains 27249 members 
Mstep: Class 5 contains 8286 members 
Mstep: Class 6 contains 4490 members 
Mstep: Class 7 contains 26582 members 
Mstep: Class 8 contains 749 members 
Mstep: Class 9 contains 10973 members 
Mstep: Class 10 contains 3040 members 
Mstep: Class 11 contains 37309 members 
Mstep: Class 12 contains 23336 members 
Mstep: Class 13 contains 215708 members 
Mstep: Class 14 contains 40995 members 
Mstep: Class 15 contains 658 members 
Mstep: Class 16 contains 29095 members 
Mstep: Class 17 contains 9366 members 
Mstep: Class 18 contains 14308 members 
Mstep: Class 19 contains 61584 members 
Mstep: Class 20 contains 10998 members 
Mstep: Class 21 contains 16567 members 
Mstep: Class 22 contains 2993 members 
Mstep: Class 23 contains 2570 members 
Mstep: Class 24 contains 18665 members 
Mstep: Class 25 contains 2068 members 
Mstep: Class 26 contains 22288 members 
Mstep: Class 27 contains 6174 members 
Mstep: Class 28 contains 4115 members 
Mstep: Class 29 contains 37122 members 
Mstep: Class 30 contains 4527 members 
Mstep: Class 31 contains 481 members 
Mstep: Class 32 contains 381 members 
Mstep: Class 33 contains 38551 members 
Mstep: Class 34 contains 605 members 
Mstep: Class 35 contains 8732 members 
Mstep: Class 36 contains 2453 members 
Mstep: Class 37 contains 164248 members 
Mstep: Class 38 contains 8339 members 
Mstep: Class 39 contains 4265 members 
Mstep: Class 40 contains 5324 members 
Mstep: Class 41 contains 2913 members 
Mstep: Class 42 contains 3709 members 
Mstep: Class 43 contains 550 members 
Mstep: Class 44 contains 3468 members 
Mstep: Class 45 contains 1907 members 
Mstep: Class 46 contains 399 members 
Mstep: Class 47 contains 5100 members 
Mstep: Class 48 contains 1819 members 
Mstep: Class 49 contains 4225 members 
Mstep: Class 50 contains 6309 members 
Mstep: Class 51 contains 175504 members 
Mstep: Class 52 contains 342 members 
Mstep: Class 53 contains 204 members 
Mstep: Class 54 contains 355 members 
Mstep: Class 55 contains 4301 members 
Mstep: Class 56 contains 2518 members 
Mstep: Class 57 contains 179 members 
Mstep: Class 58 contains 10459 members 
Mstep: Class 59 contains 648 members 
Mstep: Class 60 contains 17851 members 
Mstep: Class 61 contains 255 members 
Mstep: Class 62 contains 1181 members 
Mstep: Class 63 contains 438 members 
Mstep: Class 64 contains 344 members 
Mstep: Class 65 contains 613 members 
Mstep: Class 66 contains 876 members 
Mstep: Class 67 contains 188 members 
Mstep: Class 68 contains 326 members 
Mstep: Class 69 contains 164 members 
Mstep: Class 70 contains 306 members 
Mstep: Class 71 contains 854 members 
Mstep: Class 72 contains 435 members 
Mstep: Class 73 contains 379 members 
Mstep: Class 74 contains 225 members 
Mstep: Class 75 contains 500 members 
Mstep: Class 76 contains 227 members 
Mstep: Class 77 contains 397 members 
Mstep: Class 78 contains 492 members 
Mstep: Class 79 contains 1045 members 
Mstep: Class 80 contains 1251 members 
Mstep: Class 81 contains 1511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147555664.000000 Penalty: 280990.781250
Iteration 302Q: 82 clusters Score -1.475557e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 52553 members 
Mstep: Class 3 contains 5280 members 
Mstep: Class 4 contains 27249 members 
Mstep: Class 5 contains 8286 members 
Mstep: Class 6 contains 4490 members 
Mstep: Class 7 contains 26582 members 
Mstep: Class 8 contains 749 members 
Mstep: Class 9 contains 10973 members 
Mstep: Class 10 contains 3040 members 
Mstep: Class 11 contains 37309 members 
Mstep: Class 12 contains 23336 members 
Mstep: Class 13 contains 215708 members 
Mstep: Class 14 contains 40995 members 
Mstep: Class 15 contains 657 members 
Mstep: Class 16 contains 29095 members 
Mstep: Class 17 contains 9366 members 
Mstep: Class 18 contains 14308 members 
Mstep: Class 19 contains 61584 members 
Mstep: Class 20 contains 10998 members 
Mstep: Class 21 contains 16567 members 
Mstep: Class 22 contains 2993 members 
Mstep: Class 23 contains 2570 members 
Mstep: Class 24 contains 18665 members 
Mstep: Class 25 contains 2068 members 
Mstep: Class 26 contains 22288 members 
Mstep: Class 27 contains 6174 members 
Mstep: Class 28 contains 4115 members 
Mstep: Class 29 contains 37122 members 
Mstep: Class 30 contains 4527 members 
Mstep: Class 31 contains 481 members 
Mstep: Class 32 contains 381 members 
Mstep: Class 33 contains 38551 members 
Mstep: Class 34 contains 605 members 
Mstep: Class 35 contains 8732 members 
Mstep: Class 36 contains 2453 members 
Mstep: Class 37 contains 164248 members 
Mstep: Class 38 contains 8339 members 
Mstep: Class 39 contains 4265 members 
Mstep: Class 40 contains 5324 members 
Mstep: Class 41 contains 2913 members 
Mstep: Class 42 contains 3709 members 
Mstep: Class 43 contains 550 members 
Mstep: Class 44 contains 3468 members 
Mstep: Class 45 contains 1907 members 
Mstep: Class 46 contains 399 members 
Mstep: Class 47 contains 5100 members 
Mstep: Class 48 contains 1819 members 
Mstep: Class 49 contains 4225 members 
Mstep: Class 50 contains 6309 members 
Mstep: Class 51 contains 175504 members 
Mstep: Class 52 contains 342 members 
Mstep: Class 53 contains 204 members 
Mstep: Class 54 contains 355 members 
Mstep: Class 55 contains 4301 members 
Mstep: Class 56 contains 2518 members 
Mstep: Class 57 contains 179 members 
Mstep: Class 58 contains 10459 members 
Mstep: Class 59 contains 648 members 
Mstep: Class 60 contains 17851 members 
Mstep: Class 61 contains 255 members 
Mstep: Class 62 contains 1182 members 
Mstep: Class 63 contains 438 members 
Mstep: Class 64 contains 344 members 
Mstep: Class 65 contains 613 members 
Mstep: Class 66 contains 876 members 
Mstep: Class 67 contains 188 members 
Mstep: Class 68 contains 326 members 
Mstep: Class 69 contains 164 members 
Mstep: Class 70 contains 306 members 
Mstep: Class 71 contains 853 members 
Mstep: Class 72 contains 435 members 
Mstep: Class 73 contains 379 members 
Mstep: Class 74 contains 225 members 
Mstep: Class 75 contains 500 members 
Mstep: Class 76 contains 227 members 
Mstep: Class 77 contains 397 members 
Mstep: Class 78 contains 492 members 
Mstep: Class 79 contains 1045 members 
Mstep: Class 80 contains 1251 members 
Mstep: Class 81 contains 1512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147555744.000000 Penalty: 280990.781250
Iteration 303Q: 82 clusters Score -1.475557e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 52553 members 
Mstep: Class 3 contains 5280 members 
Mstep: Class 4 contains 27249 members 
Mstep: Class 5 contains 8286 members 
Mstep: Class 6 contains 4490 members 
Mstep: Class 7 contains 26582 members 
Mstep: Class 8 contains 749 members 
Mstep: Class 9 contains 10973 members 
Mstep: Class 10 contains 3040 members 
Mstep: Class 11 contains 37309 members 
Mstep: Class 12 contains 23336 members 
Mstep: Class 13 contains 215708 members 
Mstep: Class 14 contains 40995 members 
Mstep: Class 15 contains 657 members 
Mstep: Class 16 contains 29095 members 
Mstep: Class 17 contains 9366 members 
Mstep: Class 18 contains 14308 members 
Mstep: Class 19 contains 61584 members 
Mstep: Class 20 contains 10998 members 
Mstep: Class 21 contains 16567 members 
Mstep: Class 22 contains 2993 members 
Mstep: Class 23 contains 2570 members 
Mstep: Class 24 contains 18665 members 
Mstep: Class 25 contains 2068 members 
Mstep: Class 26 contains 22288 members 
Mstep: Class 27 contains 6174 members 
Mstep: Class 28 contains 4115 members 
Mstep: Class 29 contains 37122 members 
Mstep: Class 30 contains 4527 members 
Mstep: Class 31 contains 481 members 
Mstep: Class 32 contains 381 members 
Mstep: Class 33 contains 38551 members 
Mstep: Class 34 contains 605 members 
Mstep: Class 35 contains 8732 members 
Mstep: Class 36 contains 2453 members 
Mstep: Class 37 contains 164248 members 
Mstep: Class 38 contains 8339 members 
Mstep: Class 39 contains 4265 members 
Mstep: Class 40 contains 5324 members 
Mstep: Class 41 contains 2913 members 
Mstep: Class 42 contains 3709 members 
Mstep: Class 43 contains 550 members 
Mstep: Class 44 contains 3468 members 
Mstep: Class 45 contains 1907 members 
Mstep: Class 46 contains 399 members 
Mstep: Class 47 contains 5100 members 
Mstep: Class 48 contains 1819 members 
Mstep: Class 49 contains 4225 members 
Mstep: Class 50 contains 6309 members 
Mstep: Class 51 contains 175504 members 
Mstep: Class 52 contains 342 members 
Mstep: Class 53 contains 204 members 
Mstep: Class 54 contains 355 members 
Mstep: Class 55 contains 4301 members 
Mstep: Class 56 contains 2518 members 
Mstep: Class 57 contains 179 members 
Mstep: Class 58 contains 10459 members 
Mstep: Class 59 contains 648 members 
Mstep: Class 60 contains 17851 members 
Mstep: Class 61 contains 255 members 
Mstep: Class 62 contains 1182 members 
Mstep: Class 63 contains 438 members 
Mstep: Class 64 contains 344 members 
Mstep: Class 65 contains 613 members 
Mstep: Class 66 contains 876 members 
Mstep: Class 67 contains 188 members 
Mstep: Class 68 contains 326 members 
Mstep: Class 69 contains 164 members 
Mstep: Class 70 contains 306 members 
Mstep: Class 71 contains 853 members 
Mstep: Class 72 contains 435 members 
Mstep: Class 73 contains 379 members 
Mstep: Class 74 contains 225 members 
Mstep: Class 75 contains 500 members 
Mstep: Class 76 contains 227 members 
Mstep: Class 77 contains 397 members 
Mstep: Class 78 contains 492 members 
Mstep: Class 79 contains 1045 members 
Mstep: Class 80 contains 1251 members 
Mstep: Class 81 contains 1512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147555744.000000 Penalty: 280990.781250
Iteration 304F: 82 clusters Score -1.475557e+08 nChanged 0
Entering ConstructFrom: 
Score: -147555744.000000 Penalty: 280990.781250
Entering ConstructFrom: 
Trying to split cluster 1 (412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Entering Unmasked Estep 
Score: -34439.988281 Penalty: 1493.213745
	Iteration 0F: 2 clusters Score -34439.99 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 209 members 
Entering Unmasked Estep 
Score: -33308.480469 Penalty: 2986.427490
	Iteration 0F: 3 clusters Score -33308.48 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -33751.472656 Penalty: 2986.427490
	Iteration 1F: 3 clusters Score -33751.47 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -33988.953125 Penalty: 2986.427490
	Iteration 2F: 3 clusters Score -33988.95 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -34046.097656 Penalty: 2986.427490
	Iteration 3F: 3 clusters Score -34046.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -34074.605469 Penalty: 2986.427490
	Iteration 4Q: 3 clusters Score -34074.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -34094.222656 Penalty: 2986.427490
	Iteration 5Q: 3 clusters Score -34094.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -34097.851562 Penalty: 2986.427490
	Iteration 6Q: 3 clusters Score -34097.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -34109.871094 Penalty: 2986.427490
	Iteration 7Q: 3 clusters Score -34109.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -34155.761719 Penalty: 2986.427490
	Iteration 8Q: 3 clusters Score -34155.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -34267.503906 Penalty: 2986.427490
	Iteration 9Q: 3 clusters Score -34267.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -34274.871094 Penalty: 2986.427490
	Iteration 10Q: 3 clusters Score -34274.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -34274.871094 Penalty: 2986.427490
	Iteration 11F: 3 clusters Score -34274.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (52553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52553 members 
Entering Unmasked Estep 
Score: -6298079.000000 Penalty: 2695.655273
	Iteration 0F: 2 clusters Score -6298079 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26407 members 
Mstep: Class 2 contains 26146 members 
Entering Unmasked Estep 
Score: -6262655.500000 Penalty: 5391.310547
	Iteration 0F: 3 clusters Score -6262656 nChanged 24296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27241 members 
Mstep: Class 2 contains 25312 members 
Entering Unmasked Estep 
Score: -6276320.500000 Penalty: 5391.310547
	Iteration 1F: 3 clusters Score -6276320 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27873 members 
Mstep: Class 2 contains 24680 members 
Entering Unmasked Estep 
Score: -6277249.500000 Penalty: 5391.310547
	Iteration 2Q: 3 clusters Score -6277250 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28801 members 
Mstep: Class 2 contains 23752 members 
Entering Unmasked Estep 
Score: -6278496.500000 Penalty: 5391.310547
	Iteration 3Q: 3 clusters Score -6278496 nChanged 3006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30181 members 
Mstep: Class 2 contains 22372 members 
Entering Unmasked Estep 
Score: -6280189.000000 Penalty: 5391.310547
	Iteration 4F: 3 clusters Score -6280189 nChanged 3406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32203 members 
Mstep: Class 2 contains 20350 members 
Entering Unmasked Estep 
Score: -6282390.500000 Penalty: 5391.310547
	Iteration 5F: 3 clusters Score -6282390 nChanged 3812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34865 members 
Mstep: Class 2 contains 17688 members 
Entering Unmasked Estep 
Score: -6285100.500000 Penalty: 5391.310547
	Iteration 6F: 3 clusters Score -6285100 nChanged 3607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37734 members 
Mstep: Class 2 contains 14819 members 
Entering Unmasked Estep 
Score: -6287877.500000 Penalty: 5391.310547
	Iteration 7F: 3 clusters Score -6287878 nChanged 3182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40452 members 
Mstep: Class 2 contains 12101 members 
Entering Unmasked Estep 
Score: -6290393.500000 Penalty: 5391.310547
	Iteration 8F: 3 clusters Score -6290394 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42686 members 
Mstep: Class 2 contains 9867 members 
Entering Unmasked Estep 
Score: -6292558.500000 Penalty: 5391.310547
	Iteration 9Q: 3 clusters Score -6292558 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44339 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -6294101.000000 Penalty: 5391.310547
	Iteration 10Q: 3 clusters Score -6294101 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45484 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -6295172.000000 Penalty: 5391.310547
	Iteration 11Q: 3 clusters Score -6295172 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46229 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -6295880.000000 Penalty: 5391.310547
	Iteration 12Q: 3 clusters Score -6295880 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46771 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -6296328.500000 Penalty: 5391.310547
	Iteration 13Q: 3 clusters Score -6296328 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47156 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -6296631.500000 Penalty: 5391.310547
	Iteration 14Q: 3 clusters Score -6296632 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47452 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -6296779.000000 Penalty: 5391.310547
	Iteration 15Q: 3 clusters Score -6296779 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47691 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -6296877.500000 Penalty: 5391.310547
	Iteration 16Q: 3 clusters Score -6296878 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47854 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -6296939.000000 Penalty: 5391.310547
	Iteration 17Q: 3 clusters Score -6296939 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47995 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -6296989.000000 Penalty: 5391.310547
	Iteration 18Q: 3 clusters Score -6296989 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48109 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -6297005.500000 Penalty: 5391.310547
	Iteration 19Q: 3 clusters Score -6297006 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48223 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -6297024.500000 Penalty: 5391.310547
	Iteration 20F: 3 clusters Score -6297024 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48318 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -6297045.000000 Penalty: 5391.310547
	Iteration 21Q: 3 clusters Score -6297045 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48392 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -6297055.000000 Penalty: 5391.310547
	Iteration 22Q: 3 clusters Score -6297055 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48465 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -6297052.500000 Penalty: 5391.310547
	Iteration 23Q: 3 clusters Score -6297052 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48543 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -6297075.500000 Penalty: 5391.310547
	Iteration 24Q: 3 clusters Score -6297076 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48606 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -6297084.500000 Penalty: 5391.310547
	Iteration 25Q: 3 clusters Score -6297084 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48665 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -6297090.500000 Penalty: 5391.310547
	Iteration 26Q: 3 clusters Score -6297090 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48726 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -6297103.500000 Penalty: 5391.310547
	Iteration 27Q: 3 clusters Score -6297104 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48777 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -6297112.000000 Penalty: 5391.310547
	Iteration 28Q: 3 clusters Score -6297112 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48826 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -6297145.500000 Penalty: 5391.310547
	Iteration 29Q: 3 clusters Score -6297146 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48871 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -6297142.500000 Penalty: 5391.310547
	Iteration 30Q: 3 clusters Score -6297142 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48911 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -6297164.000000 Penalty: 5391.310547
	Iteration 31Q: 3 clusters Score -6297164 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48950 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -6297172.500000 Penalty: 5391.310547
	Iteration 32Q: 3 clusters Score -6297172 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48989 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -6297174.000000 Penalty: 5391.310547
	Iteration 33Q: 3 clusters Score -6297174 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49022 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -6297169.000000 Penalty: 5391.310547
	Iteration 34Q: 3 clusters Score -6297169 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49057 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -6297177.000000 Penalty: 5391.310547
	Iteration 35Q: 3 clusters Score -6297177 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49080 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -6297181.500000 Penalty: 5391.310547
	Iteration 36Q: 3 clusters Score -6297182 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49103 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -6297175.000000 Penalty: 5391.310547
	Iteration 37Q: 3 clusters Score -6297175 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49120 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -6297190.000000 Penalty: 5391.310547
	Iteration 38Q: 3 clusters Score -6297190 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49137 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -6297194.500000 Penalty: 5391.310547
	Iteration 39Q: 3 clusters Score -6297194 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49165 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -6297205.500000 Penalty: 5391.310547
	Iteration 40F: 3 clusters Score -6297206 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49188 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -6297203.000000 Penalty: 5391.310547
	Iteration 41Q: 3 clusters Score -6297203 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49214 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -6297213.000000 Penalty: 5391.310547
	Iteration 42Q: 3 clusters Score -6297213 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49235 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -6297205.500000 Penalty: 5391.310547
	Iteration 43Q: 3 clusters Score -6297206 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49248 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -6297213.500000 Penalty: 5391.310547
	Iteration 44Q: 3 clusters Score -6297214 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49257 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -6297209.500000 Penalty: 5391.310547
	Iteration 45Q: 3 clusters Score -6297210 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49273 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -6297209.000000 Penalty: 5391.310547
	Iteration 46Q: 3 clusters Score -6297209 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49291 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -6297223.500000 Penalty: 5391.310547
	Iteration 47Q: 3 clusters Score -6297224 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49310 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -6297216.000000 Penalty: 5391.310547
	Iteration 48Q: 3 clusters Score -6297216 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49325 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -6297234.500000 Penalty: 5391.310547
	Iteration 49Q: 3 clusters Score -6297234 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49341 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -6297229.500000 Penalty: 5391.310547
	Iteration 50Q: 3 clusters Score -6297230 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49355 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -6297236.000000 Penalty: 5391.310547
	Iteration 51Q: 3 clusters Score -6297236 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49368 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -6297232.000000 Penalty: 5391.310547
	Iteration 52Q: 3 clusters Score -6297232 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49383 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -6297239.500000 Penalty: 5391.310547
	Iteration 53Q: 3 clusters Score -6297240 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49397 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -6297231.000000 Penalty: 5391.310547
	Iteration 54Q: 3 clusters Score -6297231 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49408 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -6297238.500000 Penalty: 5391.310547
	Iteration 55Q: 3 clusters Score -6297238 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49415 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -6297239.500000 Penalty: 5391.310547
	Iteration 56Q: 3 clusters Score -6297240 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49422 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -6297241.000000 Penalty: 5391.310547
	Iteration 57Q: 3 clusters Score -6297241 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49430 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -6297243.000000 Penalty: 5391.310547
	Iteration 58Q: 3 clusters Score -6297243 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49438 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -6297246.000000 Penalty: 5391.310547
	Iteration 59Q: 3 clusters Score -6297246 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49447 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -6297246.500000 Penalty: 5391.310547
	Iteration 60F: 3 clusters Score -6297246 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49450 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -6297255.500000 Penalty: 5391.310547
	Iteration 61Q: 3 clusters Score -6297256 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49458 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -6297257.500000 Penalty: 5391.310547
	Iteration 62Q: 3 clusters Score -6297258 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49466 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -6297258.000000 Penalty: 5391.310547
	Iteration 63Q: 3 clusters Score -6297258 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49473 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -6297263.000000 Penalty: 5391.310547
	Iteration 64Q: 3 clusters Score -6297263 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49482 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -6297263.500000 Penalty: 5391.310547
	Iteration 65Q: 3 clusters Score -6297264 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49492 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -6297265.000000 Penalty: 5391.310547
	Iteration 66Q: 3 clusters Score -6297265 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49501 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -6297266.000000 Penalty: 5391.310547
	Iteration 67Q: 3 clusters Score -6297266 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49508 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -6297271.500000 Penalty: 5391.310547
	Iteration 68Q: 3 clusters Score -6297272 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49512 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -6297266.500000 Penalty: 5391.310547
	Iteration 69Q: 3 clusters Score -6297266 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49514 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -6297272.500000 Penalty: 5391.310547
	Iteration 70Q: 3 clusters Score -6297272 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49515 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -6297272.500000 Penalty: 5391.310547
	Iteration 71Q: 3 clusters Score -6297272 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49515 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -6297272.500000 Penalty: 5391.310547
	Iteration 72F: 3 clusters Score -6297272 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (5280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Entering Unmasked Estep 
Score: -641588.562500 Penalty: 2125.776855
	Iteration 0F: 2 clusters Score -641588.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -636949.000000 Penalty: 4251.553711
	Iteration 0F: 3 clusters Score -636949 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -638166.500000 Penalty: 4251.553711
	Iteration 1F: 3 clusters Score -638166.5 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -638523.250000 Penalty: 4251.553711
	Iteration 2F: 3 clusters Score -638523.2 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -638861.687500 Penalty: 4251.553711
	Iteration 3F: 3 clusters Score -638861.7 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -639192.000000 Penalty: 4251.553711
	Iteration 4F: 3 clusters Score -639192 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -639503.000000 Penalty: 4251.553711
	Iteration 5F: 3 clusters Score -639503 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -639780.562500 Penalty: 4251.553711
	Iteration 6F: 3 clusters Score -639780.6 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -639967.687500 Penalty: 4251.553711
	Iteration 7Q: 3 clusters Score -639967.7 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -640119.312500 Penalty: 4251.553711
	Iteration 8Q: 3 clusters Score -640119.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -640227.687500 Penalty: 4251.553711
	Iteration 9Q: 3 clusters Score -640227.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -640314.625000 Penalty: 4251.553711
	Iteration 10Q: 3 clusters Score -640314.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -640409.687500 Penalty: 4251.553711
	Iteration 11Q: 3 clusters Score -640409.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -640517.875000 Penalty: 4251.553711
	Iteration 12Q: 3 clusters Score -640517.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -640613.062500 Penalty: 4251.553711
	Iteration 13Q: 3 clusters Score -640613.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -640685.062500 Penalty: 4251.553711
	Iteration 14Q: 3 clusters Score -640685.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -640740.500000 Penalty: 4251.553711
	Iteration 15Q: 3 clusters Score -640740.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -640774.812500 Penalty: 4251.553711
	Iteration 16Q: 3 clusters Score -640774.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -640801.687500 Penalty: 4251.553711
	Iteration 17Q: 3 clusters Score -640801.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -640815.312500 Penalty: 4251.553711
	Iteration 18Q: 3 clusters Score -640815.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -640825.250000 Penalty: 4251.553711
	Iteration 19Q: 3 clusters Score -640825.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -640837.062500 Penalty: 4251.553711
	Iteration 20F: 3 clusters Score -640837.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -640848.562500 Penalty: 4251.553711
	Iteration 21Q: 3 clusters Score -640848.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -640856.625000 Penalty: 4251.553711
	Iteration 22Q: 3 clusters Score -640856.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -640866.625000 Penalty: 4251.553711
	Iteration 23Q: 3 clusters Score -640866.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -640878.312500 Penalty: 4251.553711
	Iteration 24Q: 3 clusters Score -640878.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -640886.062500 Penalty: 4251.553711
	Iteration 25Q: 3 clusters Score -640886.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -640892.000000 Penalty: 4251.553711
	Iteration 26Q: 3 clusters Score -640892 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -640894.312500 Penalty: 4251.553711
	Iteration 27Q: 3 clusters Score -640894.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -640896.937500 Penalty: 4251.553711
	Iteration 28Q: 3 clusters Score -640896.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -640897.625000 Penalty: 4251.553711
	Iteration 29Q: 3 clusters Score -640897.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -640898.562500 Penalty: 4251.553711
	Iteration 30Q: 3 clusters Score -640898.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -640899.812500 Penalty: 4251.553711
	Iteration 31Q: 3 clusters Score -640899.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -640900.125000 Penalty: 4251.553711
	Iteration 32Q: 3 clusters Score -640900.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -640900.000000 Penalty: 4251.553711
	Iteration 33Q: 3 clusters Score -640900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -640899.500000 Penalty: 4251.553711
	Iteration 34Q: 3 clusters Score -640899.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -640902.562500 Penalty: 4251.553711
	Iteration 35Q: 3 clusters Score -640902.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -640903.437500 Penalty: 4251.553711
	Iteration 36Q: 3 clusters Score -640903.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -640902.437500 Penalty: 4251.553711
	Iteration 37Q: 3 clusters Score -640902.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -640904.687500 Penalty: 4251.553711
	Iteration 38Q: 3 clusters Score -640904.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -640905.562500 Penalty: 4251.553711
	Iteration 39Q: 3 clusters Score -640905.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -640905.125000 Penalty: 4251.553711
	Iteration 40F: 3 clusters Score -640905.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (27249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27249 members 
Entering Unmasked Estep 
Score: -3471821.250000 Penalty: 2532.767578
	Iteration 0F: 2 clusters Score -3471821 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13623 members 
Mstep: Class 2 contains 13626 members 
Entering Unmasked Estep 
Score: -3453068.250000 Penalty: 5065.535156
	Iteration 0F: 3 clusters Score -3453068 nChanged 12204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13701 members 
Mstep: Class 2 contains 13548 members 
Entering Unmasked Estep 
Score: -3459646.500000 Penalty: 5065.535156
	Iteration 1F: 3 clusters Score -3459646 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13794 members 
Mstep: Class 2 contains 13455 members 
Entering Unmasked Estep 
Score: -3460152.500000 Penalty: 5065.535156
	Iteration 2F: 3 clusters Score -3460152 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13999 members 
Mstep: Class 2 contains 13250 members 
Entering Unmasked Estep 
Score: -3460586.000000 Penalty: 5065.535156
	Iteration 3Q: 3 clusters Score -3460586 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14299 members 
Mstep: Class 2 contains 12950 members 
Entering Unmasked Estep 
Score: -3460974.750000 Penalty: 5065.535156
	Iteration 4Q: 3 clusters Score -3460975 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14779 members 
Mstep: Class 2 contains 12470 members 
Entering Unmasked Estep 
Score: -3461391.250000 Penalty: 5065.535156
	Iteration 5Q: 3 clusters Score -3461391 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15388 members 
Mstep: Class 2 contains 11861 members 
Entering Unmasked Estep 
Score: -3461866.000000 Penalty: 5065.535156
	Iteration 6Q: 3 clusters Score -3461866 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16175 members 
Mstep: Class 2 contains 11074 members 
Entering Unmasked Estep 
Score: -3462472.250000 Penalty: 5065.535156
	Iteration 7Q: 3 clusters Score -3462472 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17171 members 
Mstep: Class 2 contains 10078 members 
Entering Unmasked Estep 
Score: -3463269.750000 Penalty: 5065.535156
	Iteration 8F: 3 clusters Score -3463270 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18288 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -3464261.500000 Penalty: 5065.535156
	Iteration 9F: 3 clusters Score -3464262 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19511 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -3465455.000000 Penalty: 5065.535156
	Iteration 10F: 3 clusters Score -3465455 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20659 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -3466632.750000 Penalty: 5065.535156
	Iteration 11Q: 3 clusters Score -3466633 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21532 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -3467397.500000 Penalty: 5065.535156
	Iteration 12Q: 3 clusters Score -3467398 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22163 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -3467858.500000 Penalty: 5065.535156
	Iteration 13Q: 3 clusters Score -3467858 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22673 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -3468148.750000 Penalty: 5065.535156
	Iteration 14Q: 3 clusters Score -3468149 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23126 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -3468390.000000 Penalty: 5065.535156
	Iteration 15Q: 3 clusters Score -3468390 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23543 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -3468603.000000 Penalty: 5065.535156
	Iteration 16Q: 3 clusters Score -3468603 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23904 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -3468796.750000 Penalty: 5065.535156
	Iteration 17Q: 3 clusters Score -3468797 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24208 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -3468921.500000 Penalty: 5065.535156
	Iteration 18Q: 3 clusters Score -3468922 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24472 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -3469023.750000 Penalty: 5065.535156
	Iteration 19Q: 3 clusters Score -3469024 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24693 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -3469133.250000 Penalty: 5065.535156
	Iteration 20F: 3 clusters Score -3469133 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24926 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -3469246.500000 Penalty: 5065.535156
	Iteration 21Q: 3 clusters Score -3469246 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25107 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -3469341.750000 Penalty: 5065.535156
	Iteration 22Q: 3 clusters Score -3469342 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25274 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -3469415.750000 Penalty: 5065.535156
	Iteration 23Q: 3 clusters Score -3469416 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25417 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -3469487.750000 Penalty: 5065.535156
	Iteration 24Q: 3 clusters Score -3469488 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25537 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -3469543.250000 Penalty: 5065.535156
	Iteration 25Q: 3 clusters Score -3469543 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25639 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -3469594.500000 Penalty: 5065.535156
	Iteration 26Q: 3 clusters Score -3469594 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25723 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -3469634.500000 Penalty: 5065.535156
	Iteration 27Q: 3 clusters Score -3469634 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25792 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -3469660.000000 Penalty: 5065.535156
	Iteration 28Q: 3 clusters Score -3469660 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25841 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -3469663.500000 Penalty: 5065.535156
	Iteration 29Q: 3 clusters Score -3469664 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25874 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -3469685.500000 Penalty: 5065.535156
	Iteration 30Q: 3 clusters Score -3469686 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25887 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -3469692.500000 Penalty: 5065.535156
	Iteration 31Q: 3 clusters Score -3469692 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25900 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -3469699.500000 Penalty: 5065.535156
	Iteration 32Q: 3 clusters Score -3469700 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25917 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -3469698.000000 Penalty: 5065.535156
	Iteration 33Q: 3 clusters Score -3469698 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25934 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -3469707.250000 Penalty: 5065.535156
	Iteration 34Q: 3 clusters Score -3469707 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25954 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -3469717.000000 Penalty: 5065.535156
	Iteration 35Q: 3 clusters Score -3469717 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25971 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -3469713.500000 Penalty: 5065.535156
	Iteration 36Q: 3 clusters Score -3469714 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25981 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -3469720.500000 Penalty: 5065.535156
	Iteration 37Q: 3 clusters Score -3469720 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25985 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -3469720.250000 Penalty: 5065.535156
	Iteration 38Q: 3 clusters Score -3469720 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25991 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -3469724.250000 Penalty: 5065.535156
	Iteration 39Q: 3 clusters Score -3469724 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25997 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -3469724.750000 Penalty: 5065.535156
	Iteration 40F: 3 clusters Score -3469725 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26004 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -3469736.000000 Penalty: 5065.535156
	Iteration 41Q: 3 clusters Score -3469736 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26021 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -3469736.250000 Penalty: 5065.535156
	Iteration 42Q: 3 clusters Score -3469736 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26032 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -3469742.250000 Penalty: 5065.535156
	Iteration 43Q: 3 clusters Score -3469742 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26036 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -3469743.750000 Penalty: 5065.535156
	Iteration 44Q: 3 clusters Score -3469744 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26043 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -3469745.500000 Penalty: 5065.535156
	Iteration 45Q: 3 clusters Score -3469746 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26050 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -3469743.500000 Penalty: 5065.535156
	Iteration 46Q: 3 clusters Score -3469744 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26058 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -3469750.250000 Penalty: 5065.535156
	Iteration 47Q: 3 clusters Score -3469750 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26070 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -3469765.500000 Penalty: 5065.535156
	Iteration 48Q: 3 clusters Score -3469766 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26084 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -3469767.750000 Penalty: 5065.535156
	Iteration 49Q: 3 clusters Score -3469768 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26100 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -3469772.750000 Penalty: 5065.535156
	Iteration 50Q: 3 clusters Score -3469773 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26110 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -3469775.750000 Penalty: 5065.535156
	Iteration 51Q: 3 clusters Score -3469776 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26122 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -3469783.750000 Penalty: 5065.535156
	Iteration 52Q: 3 clusters Score -3469784 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26132 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -3469785.500000 Penalty: 5065.535156
	Iteration 53Q: 3 clusters Score -3469786 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26140 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -3469790.000000 Penalty: 5065.535156
	Iteration 54Q: 3 clusters Score -3469790 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26145 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -3469789.000000 Penalty: 5065.535156
	Iteration 55Q: 3 clusters Score -3469789 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26148 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -3469791.000000 Penalty: 5065.535156
	Iteration 56Q: 3 clusters Score -3469791 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26150 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -3469795.500000 Penalty: 5065.535156
	Iteration 57Q: 3 clusters Score -3469796 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26155 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -3469796.500000 Penalty: 5065.535156
	Iteration 58Q: 3 clusters Score -3469796 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26158 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -3469796.250000 Penalty: 5065.535156
	Iteration 59Q: 3 clusters Score -3469796 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26161 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -3469793.750000 Penalty: 5065.535156
	Iteration 60F: 3 clusters Score -3469794 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26162 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -3469795.500000 Penalty: 5065.535156
	Iteration 61Q: 3 clusters Score -3469796 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26164 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -3469793.250000 Penalty: 5065.535156
	Iteration 62Q: 3 clusters Score -3469793 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26166 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -3469792.250000 Penalty: 5065.535156
	Iteration 63Q: 3 clusters Score -3469792 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26167 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -3469796.500000 Penalty: 5065.535156
	Iteration 64Q: 3 clusters Score -3469796 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26167 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -3469796.500000 Penalty: 5065.535156
	Iteration 65F: 3 clusters Score -3469796 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (8286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Entering Unmasked Estep 
Score: -942969.875000 Penalty: 2237.536133
	Iteration 0F: 2 clusters Score -942969.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -936379.062500 Penalty: 4475.072266
	Iteration 0F: 3 clusters Score -936379.1 nChanged 3407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -938386.375000 Penalty: 4475.072266
	Iteration 1F: 3 clusters Score -938386.4 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -938860.062500 Penalty: 4475.072266
	Iteration 2F: 3 clusters Score -938860.1 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -939272.562500 Penalty: 4475.072266
	Iteration 3F: 3 clusters Score -939272.6 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -939594.750000 Penalty: 4475.072266
	Iteration 4F: 3 clusters Score -939594.8 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -939926.625000 Penalty: 4475.072266
	Iteration 5F: 3 clusters Score -939926.6 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -940231.375000 Penalty: 4475.072266
	Iteration 6Q: 3 clusters Score -940231.4 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -940526.187500 Penalty: 4475.072266
	Iteration 7Q: 3 clusters Score -940526.2 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -940731.250000 Penalty: 4475.072266
	Iteration 8Q: 3 clusters Score -940731.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -940879.125000 Penalty: 4475.072266
	Iteration 9Q: 3 clusters Score -940879.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -941002.250000 Penalty: 4475.072266
	Iteration 10Q: 3 clusters Score -941002.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -941087.062500 Penalty: 4475.072266
	Iteration 11Q: 3 clusters Score -941087.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -941154.937500 Penalty: 4475.072266
	Iteration 12Q: 3 clusters Score -941154.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -941206.937500 Penalty: 4475.072266
	Iteration 13Q: 3 clusters Score -941206.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -941249.750000 Penalty: 4475.072266
	Iteration 14Q: 3 clusters Score -941249.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -941299.500000 Penalty: 4475.072266
	Iteration 15Q: 3 clusters Score -941299.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -941346.312500 Penalty: 4475.072266
	Iteration 16Q: 3 clusters Score -941346.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -941383.875000 Penalty: 4475.072266
	Iteration 17Q: 3 clusters Score -941383.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -941422.062500 Penalty: 4475.072266
	Iteration 18Q: 3 clusters Score -941422.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -941459.062500 Penalty: 4475.072266
	Iteration 19Q: 3 clusters Score -941459.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -941491.625000 Penalty: 4475.072266
	Iteration 20F: 3 clusters Score -941491.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -941525.250000 Penalty: 4475.072266
	Iteration 21Q: 3 clusters Score -941525.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -941559.937500 Penalty: 4475.072266
	Iteration 22Q: 3 clusters Score -941559.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -941595.375000 Penalty: 4475.072266
	Iteration 23Q: 3 clusters Score -941595.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -941614.250000 Penalty: 4475.072266
	Iteration 24Q: 3 clusters Score -941614.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -941626.375000 Penalty: 4475.072266
	Iteration 25Q: 3 clusters Score -941626.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -941634.375000 Penalty: 4475.072266
	Iteration 26Q: 3 clusters Score -941634.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -941640.437500 Penalty: 4475.072266
	Iteration 27Q: 3 clusters Score -941640.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -941645.687500 Penalty: 4475.072266
	Iteration 28Q: 3 clusters Score -941645.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -941651.187500 Penalty: 4475.072266
	Iteration 29Q: 3 clusters Score -941651.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -941658.187500 Penalty: 4475.072266
	Iteration 30Q: 3 clusters Score -941658.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -941661.562500 Penalty: 4475.072266
	Iteration 31Q: 3 clusters Score -941661.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -941667.000000 Penalty: 4475.072266
	Iteration 32Q: 3 clusters Score -941667 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -941669.875000 Penalty: 4475.072266
	Iteration 33Q: 3 clusters Score -941669.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -941670.250000 Penalty: 4475.072266
	Iteration 34Q: 3 clusters Score -941670.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -941673.812500 Penalty: 4475.072266
	Iteration 35Q: 3 clusters Score -941673.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -941674.125000 Penalty: 4475.072266
	Iteration 36Q: 3 clusters Score -941674.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -941676.375000 Penalty: 4475.072266
	Iteration 37Q: 3 clusters Score -941676.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -941674.875000 Penalty: 4475.072266
	Iteration 38Q: 3 clusters Score -941674.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -941680.625000 Penalty: 4475.072266
	Iteration 39Q: 3 clusters Score -941680.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -941682.125000 Penalty: 4475.072266
	Iteration 40F: 3 clusters Score -941682.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -941684.437500 Penalty: 4475.072266
	Iteration 41Q: 3 clusters Score -941684.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -941689.500000 Penalty: 4475.072266
	Iteration 42Q: 3 clusters Score -941689.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -941693.250000 Penalty: 4475.072266
	Iteration 43Q: 3 clusters Score -941693.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -941697.625000 Penalty: 4475.072266
	Iteration 44Q: 3 clusters Score -941697.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -941701.250000 Penalty: 4475.072266
	Iteration 45Q: 3 clusters Score -941701.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -941707.750000 Penalty: 4475.072266
	Iteration 46Q: 3 clusters Score -941707.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -941711.562500 Penalty: 4475.072266
	Iteration 47Q: 3 clusters Score -941711.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -941714.375000 Penalty: 4475.072266
	Iteration 48Q: 3 clusters Score -941714.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -941715.437500 Penalty: 4475.072266
	Iteration 49Q: 3 clusters Score -941715.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -941715.312500 Penalty: 4475.072266
	Iteration 50Q: 3 clusters Score -941715.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -941719.562500 Penalty: 4475.072266
	Iteration 51Q: 3 clusters Score -941719.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -941724.250000 Penalty: 4475.072266
	Iteration 52Q: 3 clusters Score -941724.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -941727.125000 Penalty: 4475.072266
	Iteration 53Q: 3 clusters Score -941727.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -941730.812500 Penalty: 4475.072266
	Iteration 54Q: 3 clusters Score -941730.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -941733.937500 Penalty: 4475.072266
	Iteration 55Q: 3 clusters Score -941733.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -941735.062500 Penalty: 4475.072266
	Iteration 56Q: 3 clusters Score -941735.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -941737.187500 Penalty: 4475.072266
	Iteration 57Q: 3 clusters Score -941737.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -941739.000000 Penalty: 4475.072266
	Iteration 58Q: 3 clusters Score -941739 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -941740.687500 Penalty: 4475.072266
	Iteration 59Q: 3 clusters Score -941740.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -941743.187500 Penalty: 4475.072266
	Iteration 60F: 3 clusters Score -941743.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -941744.312500 Penalty: 4475.072266
	Iteration 61Q: 3 clusters Score -941744.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -941745.062500 Penalty: 4475.072266
	Iteration 62Q: 3 clusters Score -941745.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -941745.000000 Penalty: 4475.072266
	Iteration 63Q: 3 clusters Score -941745 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -941745.687500 Penalty: 4475.072266
	Iteration 64Q: 3 clusters Score -941745.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -941745.875000 Penalty: 4475.072266
	Iteration 65Q: 3 clusters Score -941745.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -941747.125000 Penalty: 4475.072266
	Iteration 66Q: 3 clusters Score -941747.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -941747.125000 Penalty: 4475.072266
	Iteration 67F: 3 clusters Score -941747.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Entering Unmasked Estep 
Score: -548387.937500 Penalty: 2085.582764
	Iteration 0F: 2 clusters Score -548387.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -544198.875000 Penalty: 4171.165527
	Iteration 0F: 3 clusters Score -544198.9 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -545334.437500 Penalty: 4171.165527
	Iteration 1F: 3 clusters Score -545334.4 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -545791.625000 Penalty: 4171.165527
	Iteration 2F: 3 clusters Score -545791.6 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -546219.250000 Penalty: 4171.165527
	Iteration 3F: 3 clusters Score -546219.2 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -546594.812500 Penalty: 4171.165527
	Iteration 4F: 3 clusters Score -546594.8 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -546855.937500 Penalty: 4171.165527
	Iteration 5F: 3 clusters Score -546855.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -547047.000000 Penalty: 4171.165527
	Iteration 6Q: 3 clusters Score -547047 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -547166.812500 Penalty: 4171.165527
	Iteration 7Q: 3 clusters Score -547166.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -547231.375000 Penalty: 4171.165527
	Iteration 8Q: 3 clusters Score -547231.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -547266.375000 Penalty: 4171.165527
	Iteration 9Q: 3 clusters Score -547266.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -547284.562500 Penalty: 4171.165527
	Iteration 10Q: 3 clusters Score -547284.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -547291.750000 Penalty: 4171.165527
	Iteration 11Q: 3 clusters Score -547291.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -547293.625000 Penalty: 4171.165527
	Iteration 12Q: 3 clusters Score -547293.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -547297.875000 Penalty: 4171.165527
	Iteration 13Q: 3 clusters Score -547297.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -547302.000000 Penalty: 4171.165527
	Iteration 14Q: 3 clusters Score -547302 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -547305.750000 Penalty: 4171.165527
	Iteration 15Q: 3 clusters Score -547305.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -547307.937500 Penalty: 4171.165527
	Iteration 16Q: 3 clusters Score -547307.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -547309.312500 Penalty: 4171.165527
	Iteration 17Q: 3 clusters Score -547309.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -547309.875000 Penalty: 4171.165527
	Iteration 18Q: 3 clusters Score -547309.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -547311.375000 Penalty: 4171.165527
	Iteration 19Q: 3 clusters Score -547311.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -547311.375000 Penalty: 4171.165527
	Iteration 20F: 3 clusters Score -547311.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (26582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26582 members 
Entering Unmasked Estep 
Score: -3390051.500000 Penalty: 2526.621338
	Iteration 0F: 2 clusters Score -3390052 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13312 members 
Mstep: Class 2 contains 13270 members 
Entering Unmasked Estep 
Score: -3371639.500000 Penalty: 5053.242676
	Iteration 0F: 3 clusters Score -3371640 nChanged 12046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13558 members 
Mstep: Class 2 contains 13024 members 
Entering Unmasked Estep 
Score: -3378199.000000 Penalty: 5053.242676
	Iteration 1F: 3 clusters Score -3378199 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13727 members 
Mstep: Class 2 contains 12855 members 
Entering Unmasked Estep 
Score: -3378718.250000 Penalty: 5053.242676
	Iteration 2F: 3 clusters Score -3378718 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13954 members 
Mstep: Class 2 contains 12628 members 
Entering Unmasked Estep 
Score: -3379218.750000 Penalty: 5053.242676
	Iteration 3Q: 3 clusters Score -3379219 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14234 members 
Mstep: Class 2 contains 12348 members 
Entering Unmasked Estep 
Score: -3379686.500000 Penalty: 5053.242676
	Iteration 4Q: 3 clusters Score -3379686 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14579 members 
Mstep: Class 2 contains 12003 members 
Entering Unmasked Estep 
Score: -3380184.750000 Penalty: 5053.242676
	Iteration 5Q: 3 clusters Score -3380185 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14995 members 
Mstep: Class 2 contains 11587 members 
Entering Unmasked Estep 
Score: -3380691.250000 Penalty: 5053.242676
	Iteration 6Q: 3 clusters Score -3380691 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15472 members 
Mstep: Class 2 contains 11110 members 
Entering Unmasked Estep 
Score: -3381239.000000 Penalty: 5053.242676
	Iteration 7Q: 3 clusters Score -3381239 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15993 members 
Mstep: Class 2 contains 10589 members 
Entering Unmasked Estep 
Score: -3381789.500000 Penalty: 5053.242676
	Iteration 8Q: 3 clusters Score -3381790 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16579 members 
Mstep: Class 2 contains 10003 members 
Entering Unmasked Estep 
Score: -3382350.500000 Penalty: 5053.242676
	Iteration 9Q: 3 clusters Score -3382350 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17202 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -3382934.250000 Penalty: 5053.242676
	Iteration 10Q: 3 clusters Score -3382934 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17812 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -3383467.500000 Penalty: 5053.242676
	Iteration 11Q: 3 clusters Score -3383468 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18389 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -3384005.250000 Penalty: 5053.242676
	Iteration 12Q: 3 clusters Score -3384005 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18944 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -3384420.250000 Penalty: 5053.242676
	Iteration 13Q: 3 clusters Score -3384420 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19481 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -3384790.500000 Penalty: 5053.242676
	Iteration 14Q: 3 clusters Score -3384790 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19988 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -3385064.750000 Penalty: 5053.242676
	Iteration 15Q: 3 clusters Score -3385065 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20484 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -3385317.750000 Penalty: 5053.242676
	Iteration 16Q: 3 clusters Score -3385318 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20965 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -3385544.750000 Penalty: 5053.242676
	Iteration 17Q: 3 clusters Score -3385545 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21400 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -3385774.000000 Penalty: 5053.242676
	Iteration 18Q: 3 clusters Score -3385774 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21837 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -3385980.500000 Penalty: 5053.242676
	Iteration 19Q: 3 clusters Score -3385980 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22270 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -3386198.250000 Penalty: 5053.242676
	Iteration 20F: 3 clusters Score -3386198 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22671 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -3386414.750000 Penalty: 5053.242676
	Iteration 21Q: 3 clusters Score -3386415 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23049 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -3386626.000000 Penalty: 5053.242676
	Iteration 22Q: 3 clusters Score -3386626 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23395 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -3386803.750000 Penalty: 5053.242676
	Iteration 23Q: 3 clusters Score -3386804 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23691 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -3386959.000000 Penalty: 5053.242676
	Iteration 24Q: 3 clusters Score -3386959 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23963 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -3387109.750000 Penalty: 5053.242676
	Iteration 25Q: 3 clusters Score -3387110 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24217 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -3387237.250000 Penalty: 5053.242676
	Iteration 26Q: 3 clusters Score -3387237 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24452 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -3387372.750000 Penalty: 5053.242676
	Iteration 27Q: 3 clusters Score -3387373 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24631 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -3387460.500000 Penalty: 5053.242676
	Iteration 28Q: 3 clusters Score -3387460 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24774 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -3387541.000000 Penalty: 5053.242676
	Iteration 29Q: 3 clusters Score -3387541 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24904 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -3387586.250000 Penalty: 5053.242676
	Iteration 30Q: 3 clusters Score -3387586 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25003 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -3387635.500000 Penalty: 5053.242676
	Iteration 31Q: 3 clusters Score -3387636 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25108 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -3387698.500000 Penalty: 5053.242676
	Iteration 32Q: 3 clusters Score -3387698 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25209 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -3387744.000000 Penalty: 5053.242676
	Iteration 33Q: 3 clusters Score -3387744 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25296 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -3387796.250000 Penalty: 5053.242676
	Iteration 34Q: 3 clusters Score -3387796 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25368 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -3387809.750000 Penalty: 5053.242676
	Iteration 35Q: 3 clusters Score -3387810 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25432 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -3387831.500000 Penalty: 5053.242676
	Iteration 36Q: 3 clusters Score -3387832 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25496 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -3387866.000000 Penalty: 5053.242676
	Iteration 37Q: 3 clusters Score -3387866 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25555 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -3387902.000000 Penalty: 5053.242676
	Iteration 38Q: 3 clusters Score -3387902 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25602 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -3387930.750000 Penalty: 5053.242676
	Iteration 39Q: 3 clusters Score -3387931 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25645 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -3387958.250000 Penalty: 5053.242676
	Iteration 40F: 3 clusters Score -3387958 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25686 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -3387978.000000 Penalty: 5053.242676
	Iteration 41Q: 3 clusters Score -3387978 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25719 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -3387996.500000 Penalty: 5053.242676
	Iteration 42Q: 3 clusters Score -3387996 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25750 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -3388005.250000 Penalty: 5053.242676
	Iteration 43Q: 3 clusters Score -3388005 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25780 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -3388024.500000 Penalty: 5053.242676
	Iteration 44Q: 3 clusters Score -3388024 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25809 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -3388031.750000 Penalty: 5053.242676
	Iteration 45Q: 3 clusters Score -3388032 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25821 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -3388038.000000 Penalty: 5053.242676
	Iteration 46Q: 3 clusters Score -3388038 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25835 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -3388049.750000 Penalty: 5053.242676
	Iteration 47Q: 3 clusters Score -3388050 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25852 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -3388056.000000 Penalty: 5053.242676
	Iteration 48Q: 3 clusters Score -3388056 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25860 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -3388066.750000 Penalty: 5053.242676
	Iteration 49Q: 3 clusters Score -3388067 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25865 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -3388067.250000 Penalty: 5053.242676
	Iteration 50Q: 3 clusters Score -3388067 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25866 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -3388067.500000 Penalty: 5053.242676
	Iteration 51Q: 3 clusters Score -3388068 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25872 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -3388074.250000 Penalty: 5053.242676
	Iteration 52Q: 3 clusters Score -3388074 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25877 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -3388076.250000 Penalty: 5053.242676
	Iteration 53Q: 3 clusters Score -3388076 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25879 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -3388077.000000 Penalty: 5053.242676
	Iteration 54Q: 3 clusters Score -3388077 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25882 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -3388073.250000 Penalty: 5053.242676
	Iteration 55Q: 3 clusters Score -3388073 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25884 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -3388079.250000 Penalty: 5053.242676
	Iteration 56Q: 3 clusters Score -3388079 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25888 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -3388081.000000 Penalty: 5053.242676
	Iteration 57Q: 3 clusters Score -3388081 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25893 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -3388085.750000 Penalty: 5053.242676
	Iteration 58Q: 3 clusters Score -3388086 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25899 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -3388084.000000 Penalty: 5053.242676
	Iteration 59Q: 3 clusters Score -3388084 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25907 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -3388087.250000 Penalty: 5053.242676
	Iteration 60F: 3 clusters Score -3388087 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25919 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -3388088.000000 Penalty: 5053.242676
	Iteration 61Q: 3 clusters Score -3388088 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25922 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -3388092.750000 Penalty: 5053.242676
	Iteration 62Q: 3 clusters Score -3388093 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25929 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -3388096.750000 Penalty: 5053.242676
	Iteration 63Q: 3 clusters Score -3388097 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25933 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -3388103.000000 Penalty: 5053.242676
	Iteration 64Q: 3 clusters Score -3388103 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25939 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -3388107.000000 Penalty: 5053.242676
	Iteration 65Q: 3 clusters Score -3388107 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25946 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -3388108.250000 Penalty: 5053.242676
	Iteration 66Q: 3 clusters Score -3388108 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25951 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -3388117.000000 Penalty: 5053.242676
	Iteration 67Q: 3 clusters Score -3388117 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25955 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -3388118.500000 Penalty: 5053.242676
	Iteration 68Q: 3 clusters Score -3388118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25957 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -3388122.750000 Penalty: 5053.242676
	Iteration 69Q: 3 clusters Score -3388123 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25959 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -3388125.750000 Penalty: 5053.242676
	Iteration 70Q: 3 clusters Score -3388126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25959 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -3388119.250000 Penalty: 5053.242676
	Iteration 71Q: 3 clusters Score -3388119 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25959 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -3388119.250000 Penalty: 5053.242676
	Iteration 72F: 3 clusters Score -3388119 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Entering Unmasked Estep 
Score: -104975.796875 Penalty: 1641.447266
	Iteration 0F: 2 clusters Score -104975.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -103510.718750 Penalty: 3282.894531
	Iteration 0F: 3 clusters Score -103510.7 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -104708.023438 Penalty: 3282.894531
	Iteration 1F: 3 clusters Score -104708 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -105321.656250 Penalty: 3282.894531
	Iteration 2F: 3 clusters Score -105321.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -105866.476562 Penalty: 3282.894531
	Iteration 3F: 3 clusters Score -105866.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -106038.289062 Penalty: 3282.894531
	Iteration 4Q: 3 clusters Score -106038.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -106078.835938 Penalty: 3282.894531
	Iteration 5Q: 3 clusters Score -106078.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -106107.218750 Penalty: 3282.894531
	Iteration 6Q: 3 clusters Score -106107.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -106120.140625 Penalty: 3282.894531
	Iteration 7Q: 3 clusters Score -106120.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -106143.328125 Penalty: 3282.894531
	Iteration 8Q: 3 clusters Score -106143.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -106143.328125 Penalty: 3282.894531
	Iteration 9F: 3 clusters Score -106143.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 52553 members 
Mstep: Class 3 contains 5280 members 
Mstep: Class 4 contains 27249 members 
Mstep: Class 5 contains 8286 members 
Mstep: Class 6 contains 4490 members 
Mstep: Class 7 contains 26582 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 10973 members 
Mstep: Class 10 contains 3040 members 
Mstep: Class 11 contains 37309 members 
Mstep: Class 12 contains 23336 members 
Mstep: Class 13 contains 215708 members 
Mstep: Class 14 contains 40995 members 
Mstep: Class 15 contains 657 members 
Mstep: Class 16 contains 29095 members 
Mstep: Class 17 contains 9366 members 
Mstep: Class 18 contains 14308 members 
Mstep: Class 19 contains 61584 members 
Mstep: Class 20 contains 10998 members 
Mstep: Class 21 contains 16567 members 
Mstep: Class 22 contains 2993 members 
Mstep: Class 23 contains 2570 members 
Mstep: Class 24 contains 18665 members 
Mstep: Class 25 contains 2068 members 
Mstep: Class 26 contains 22288 members 
Mstep: Class 27 contains 6174 members 
Mstep: Class 28 contains 4115 members 
Mstep: Class 29 contains 37122 members 
Mstep: Class 30 contains 4527 members 
Mstep: Class 31 contains 481 members 
Mstep: Class 32 contains 381 members 
Mstep: Class 33 contains 38551 members 
Mstep: Class 34 contains 605 members 
Mstep: Class 35 contains 8732 members 
Mstep: Class 36 contains 2453 members 
Mstep: Class 37 contains 164248 members 
Mstep: Class 38 contains 8339 members 
Mstep: Class 39 contains 4265 members 
Mstep: Class 40 contains 5324 members 
Mstep: Class 41 contains 2913 members 
Mstep: Class 42 contains 3709 members 
Mstep: Class 43 contains 550 members 
Mstep: Class 44 contains 3468 members 
Mstep: Class 45 contains 1907 members 
Mstep: Class 46 contains 399 members 
Mstep: Class 47 contains 5100 members 
Mstep: Class 48 contains 1819 members 
Mstep: Class 49 contains 4225 members 
Mstep: Class 50 contains 6309 members 
Mstep: Class 51 contains 175504 members 
Mstep: Class 52 contains 342 members 
Mstep: Class 53 contains 204 members 
Mstep: Class 54 contains 355 members 
Mstep: Class 55 contains 4301 members 
Mstep: Class 56 contains 2518 members 
Mstep: Class 57 contains 179 members 
Mstep: Class 58 contains 10459 members 
Mstep: Class 59 contains 648 members 
Mstep: Class 60 contains 17851 members 
Mstep: Class 61 contains 255 members 
Mstep: Class 62 contains 1182 members 
Mstep: Class 63 contains 438 members 
Mstep: Class 64 contains 344 members 
Mstep: Class 65 contains 613 members 
Mstep: Class 66 contains 876 members 
Mstep: Class 67 contains 188 members 
Mstep: Class 68 contains 326 members 
Mstep: Class 69 contains 164 members 
Mstep: Class 70 contains 306 members 
Mstep: Class 71 contains 853 members 
Mstep: Class 72 contains 435 members 
Mstep: Class 73 contains 379 members 
Mstep: Class 74 contains 225 members 
Mstep: Class 75 contains 500 members 
Mstep: Class 76 contains 227 members 
Mstep: Class 77 contains 397 members 
Mstep: Class 78 contains 492 members 
Mstep: Class 79 contains 1045 members 
Mstep: Class 80 contains 1251 members 
Mstep: Class 81 contains 1512 members 
Mstep: Class 82 contains 519 members 
Entering Unmasked Estep 
Score: -147555120.000000 Penalty: 284459.781250
Splitting cluster 8 changes total score from -147555744.000000 to -147555120.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (10973 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10973 members 
Entering Unmasked Estep 
Score: -1377511.375000 Penalty: 2307.191895
	Iteration 0F: 2 clusters Score -1377511 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -1369276.125000 Penalty: 4614.383789
	Iteration 0F: 3 clusters Score -1369276 nChanged 4508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -1371607.500000 Penalty: 4614.383789
	Iteration 1F: 3 clusters Score -1371608 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -1371915.875000 Penalty: 4614.383789
	Iteration 2F: 3 clusters Score -1371916 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -1372149.250000 Penalty: 4614.383789
	Iteration 3Q: 3 clusters Score -1372149 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -1372337.625000 Penalty: 4614.383789
	Iteration 4Q: 3 clusters Score -1372338 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -1372531.375000 Penalty: 4614.383789
	Iteration 5Q: 3 clusters Score -1372531 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -1372722.125000 Penalty: 4614.383789
	Iteration 6Q: 3 clusters Score -1372722 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -1372903.375000 Penalty: 4614.383789
	Iteration 7Q: 3 clusters Score -1372903 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -1373125.000000 Penalty: 4614.383789
	Iteration 8Q: 3 clusters Score -1373125 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -1373401.750000 Penalty: 4614.383789
	Iteration 9Q: 3 clusters Score -1373402 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -1373739.625000 Penalty: 4614.383789
	Iteration 10Q: 3 clusters Score -1373740 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -1374054.750000 Penalty: 4614.383789
	Iteration 11Q: 3 clusters Score -1374055 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -1374365.875000 Penalty: 4614.383789
	Iteration 12Q: 3 clusters Score -1374366 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -1374680.500000 Penalty: 4614.383789
	Iteration 13Q: 3 clusters Score -1374680 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -1375011.625000 Penalty: 4614.383789
	Iteration 14Q: 3 clusters Score -1375012 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -1375273.625000 Penalty: 4614.383789
	Iteration 15Q: 3 clusters Score -1375274 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -1375425.500000 Penalty: 4614.383789
	Iteration 16Q: 3 clusters Score -1375426 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -1375515.500000 Penalty: 4614.383789
	Iteration 17Q: 3 clusters Score -1375516 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -1375572.750000 Penalty: 4614.383789
	Iteration 18Q: 3 clusters Score -1375573 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -1375622.000000 Penalty: 4614.383789
	Iteration 19Q: 3 clusters Score -1375622 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -1375653.000000 Penalty: 4614.383789
	Iteration 20F: 3 clusters Score -1375653 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -1375678.750000 Penalty: 4614.383789
	Iteration 21Q: 3 clusters Score -1375679 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -1375692.375000 Penalty: 4614.383789
	Iteration 22Q: 3 clusters Score -1375692 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -1375703.875000 Penalty: 4614.383789
	Iteration 23Q: 3 clusters Score -1375704 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -1375720.875000 Penalty: 4614.383789
	Iteration 24Q: 3 clusters Score -1375721 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -1375738.125000 Penalty: 4614.383789
	Iteration 25Q: 3 clusters Score -1375738 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -1375750.125000 Penalty: 4614.383789
	Iteration 26Q: 3 clusters Score -1375750 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -1375761.500000 Penalty: 4614.383789
	Iteration 27Q: 3 clusters Score -1375762 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -1375777.000000 Penalty: 4614.383789
	Iteration 28Q: 3 clusters Score -1375777 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -1375793.750000 Penalty: 4614.383789
	Iteration 29Q: 3 clusters Score -1375794 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -1375803.125000 Penalty: 4614.383789
	Iteration 30Q: 3 clusters Score -1375803 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -1375814.750000 Penalty: 4614.383789
	Iteration 31Q: 3 clusters Score -1375815 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -1375822.625000 Penalty: 4614.383789
	Iteration 32Q: 3 clusters Score -1375823 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -1375827.125000 Penalty: 4614.383789
	Iteration 33Q: 3 clusters Score -1375827 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -1375836.000000 Penalty: 4614.383789
	Iteration 34Q: 3 clusters Score -1375836 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -1375841.250000 Penalty: 4614.383789
	Iteration 35Q: 3 clusters Score -1375841 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -1375846.375000 Penalty: 4614.383789
	Iteration 36Q: 3 clusters Score -1375846 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -1375854.125000 Penalty: 4614.383789
	Iteration 37Q: 3 clusters Score -1375854 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -1375872.000000 Penalty: 4614.383789
	Iteration 38Q: 3 clusters Score -1375872 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -1375885.500000 Penalty: 4614.383789
	Iteration 39Q: 3 clusters Score -1375886 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -1375894.625000 Penalty: 4614.383789
	Iteration 40F: 3 clusters Score -1375895 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -1375906.375000 Penalty: 4614.383789
	Iteration 41Q: 3 clusters Score -1375906 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -1375911.250000 Penalty: 4614.383789
	Iteration 42Q: 3 clusters Score -1375911 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -1375923.625000 Penalty: 4614.383789
	Iteration 43Q: 3 clusters Score -1375924 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -1375938.000000 Penalty: 4614.383789
	Iteration 44Q: 3 clusters Score -1375938 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -1375955.875000 Penalty: 4614.383789
	Iteration 45Q: 3 clusters Score -1375956 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -1375969.250000 Penalty: 4614.383789
	Iteration 46Q: 3 clusters Score -1375969 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -1375977.250000 Penalty: 4614.383789
	Iteration 47Q: 3 clusters Score -1375977 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -1375996.375000 Penalty: 4614.383789
	Iteration 48Q: 3 clusters Score -1375996 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -1376004.750000 Penalty: 4614.383789
	Iteration 49Q: 3 clusters Score -1376005 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -1376010.750000 Penalty: 4614.383789
	Iteration 50Q: 3 clusters Score -1376011 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -1376025.750000 Penalty: 4614.383789
	Iteration 51Q: 3 clusters Score -1376026 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -1376025.625000 Penalty: 4614.383789
	Iteration 52Q: 3 clusters Score -1376026 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -1376038.000000 Penalty: 4614.383789
	Iteration 53Q: 3 clusters Score -1376038 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -1376047.750000 Penalty: 4614.383789
	Iteration 54Q: 3 clusters Score -1376048 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -1376052.125000 Penalty: 4614.383789
	Iteration 55Q: 3 clusters Score -1376052 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -1376060.375000 Penalty: 4614.383789
	Iteration 56Q: 3 clusters Score -1376060 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -1376062.375000 Penalty: 4614.383789
	Iteration 57Q: 3 clusters Score -1376062 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -1376073.375000 Penalty: 4614.383789
	Iteration 58Q: 3 clusters Score -1376073 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -1376081.000000 Penalty: 4614.383789
	Iteration 59Q: 3 clusters Score -1376081 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -1376083.625000 Penalty: 4614.383789
	Iteration 60F: 3 clusters Score -1376084 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -1376093.000000 Penalty: 4614.383789
	Iteration 61Q: 3 clusters Score -1376093 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -1376099.375000 Penalty: 4614.383789
	Iteration 62Q: 3 clusters Score -1376099 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -1376104.500000 Penalty: 4614.383789
	Iteration 63Q: 3 clusters Score -1376104 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -1376110.875000 Penalty: 4614.383789
	Iteration 64Q: 3 clusters Score -1376111 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -1376113.625000 Penalty: 4614.383789
	Iteration 65Q: 3 clusters Score -1376114 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -1376119.500000 Penalty: 4614.383789
	Iteration 66Q: 3 clusters Score -1376120 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -1376124.750000 Penalty: 4614.383789
	Iteration 67Q: 3 clusters Score -1376125 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -1376124.125000 Penalty: 4614.383789
	Iteration 68Q: 3 clusters Score -1376124 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -1376128.625000 Penalty: 4614.383789
	Iteration 69Q: 3 clusters Score -1376129 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -1376137.625000 Penalty: 4614.383789
	Iteration 70Q: 3 clusters Score -1376138 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -1376139.500000 Penalty: 4614.383789
	Iteration 71Q: 3 clusters Score -1376140 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -1376146.375000 Penalty: 4614.383789
	Iteration 72Q: 3 clusters Score -1376146 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -1376146.875000 Penalty: 4614.383789
	Iteration 73Q: 3 clusters Score -1376147 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -1376148.500000 Penalty: 4614.383789
	Iteration 74Q: 3 clusters Score -1376148 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -1376150.375000 Penalty: 4614.383789
	Iteration 75Q: 3 clusters Score -1376150 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -1376154.500000 Penalty: 4614.383789
	Iteration 76Q: 3 clusters Score -1376154 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -1376159.500000 Penalty: 4614.383789
	Iteration 77Q: 3 clusters Score -1376160 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -1376158.125000 Penalty: 4614.383789
	Iteration 78Q: 3 clusters Score -1376158 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -1376161.875000 Penalty: 4614.383789
	Iteration 79Q: 3 clusters Score -1376162 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -1376161.750000 Penalty: 4614.383789
	Iteration 80F: 3 clusters Score -1376162 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -1376159.875000 Penalty: 4614.383789
	Iteration 81Q: 3 clusters Score -1376160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -1376162.000000 Penalty: 4614.383789
	Iteration 82Q: 3 clusters Score -1376162 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -1376163.375000 Penalty: 4614.383789
	Iteration 83Q: 3 clusters Score -1376163 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -1376165.000000 Penalty: 4614.383789
	Iteration 84Q: 3 clusters Score -1376165 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -1376166.125000 Penalty: 4614.383789
	Iteration 85Q: 3 clusters Score -1376166 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -1376166.000000 Penalty: 4614.383789
	Iteration 86Q: 3 clusters Score -1376166 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -1376170.375000 Penalty: 4614.383789
	Iteration 87Q: 3 clusters Score -1376170 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -1376168.750000 Penalty: 4614.383789
	Iteration 88Q: 3 clusters Score -1376169 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -1376174.625000 Penalty: 4614.383789
	Iteration 89Q: 3 clusters Score -1376175 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -1376172.625000 Penalty: 4614.383789
	Iteration 90Q: 3 clusters Score -1376173 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -1376175.875000 Penalty: 4614.383789
	Iteration 91Q: 3 clusters Score -1376176 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -1376173.625000 Penalty: 4614.383789
	Iteration 92Q: 3 clusters Score -1376174 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -1376176.250000 Penalty: 4614.383789
	Iteration 93Q: 3 clusters Score -1376176 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -1376173.625000 Penalty: 4614.383789
	Iteration 94Q: 3 clusters Score -1376174 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -1376174.000000 Penalty: 4614.383789
	Iteration 95Q: 3 clusters Score -1376174 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -1376179.000000 Penalty: 4614.383789
	Iteration 96Q: 3 clusters Score -1376179 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -1376181.125000 Penalty: 4614.383789
	Iteration 97Q: 3 clusters Score -1376181 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -1376182.125000 Penalty: 4614.383789
	Iteration 98Q: 3 clusters Score -1376182 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -1376182.000000 Penalty: 4614.383789
	Iteration 99Q: 3 clusters Score -1376182 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -1376185.000000 Penalty: 4614.383789
	Iteration 100F: 3 clusters Score -1376185 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -1376186.000000 Penalty: 4614.383789
	Iteration 101Q: 3 clusters Score -1376186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -1376184.875000 Penalty: 4614.383789
	Iteration 102Q: 3 clusters Score -1376185 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -1376184.875000 Penalty: 4614.383789
	Iteration 103F: 3 clusters Score -1376185 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3040 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Entering Unmasked Estep 
Score: -332948.312500 Penalty: 1988.864136
	Iteration 0F: 2 clusters Score -332948.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -329681.281250 Penalty: 3977.728271
	Iteration 0F: 3 clusters Score -329681.3 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -330518.375000 Penalty: 3977.728271
	Iteration 1F: 3 clusters Score -330518.4 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -330842.218750 Penalty: 3977.728271
	Iteration 2F: 3 clusters Score -330842.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -331061.000000 Penalty: 3977.728271
	Iteration 3F: 3 clusters Score -331061 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -331230.375000 Penalty: 3977.728271
	Iteration 4F: 3 clusters Score -331230.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -331340.562500 Penalty: 3977.728271
	Iteration 5Q: 3 clusters Score -331340.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -331422.031250 Penalty: 3977.728271
	Iteration 6Q: 3 clusters Score -331422 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -331487.875000 Penalty: 3977.728271
	Iteration 7Q: 3 clusters Score -331487.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -331555.750000 Penalty: 3977.728271
	Iteration 8Q: 3 clusters Score -331555.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -331600.843750 Penalty: 3977.728271
	Iteration 9Q: 3 clusters Score -331600.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -331627.687500 Penalty: 3977.728271
	Iteration 10Q: 3 clusters Score -331627.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -331653.437500 Penalty: 3977.728271
	Iteration 11Q: 3 clusters Score -331653.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -331671.437500 Penalty: 3977.728271
	Iteration 12Q: 3 clusters Score -331671.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -331679.593750 Penalty: 3977.728271
	Iteration 13Q: 3 clusters Score -331679.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -331687.343750 Penalty: 3977.728271
	Iteration 14Q: 3 clusters Score -331687.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -331697.156250 Penalty: 3977.728271
	Iteration 15Q: 3 clusters Score -331697.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -331706.687500 Penalty: 3977.728271
	Iteration 16Q: 3 clusters Score -331706.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -331716.000000 Penalty: 3977.728271
	Iteration 17Q: 3 clusters Score -331716 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -331727.062500 Penalty: 3977.728271
	Iteration 18Q: 3 clusters Score -331727.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -331742.406250 Penalty: 3977.728271
	Iteration 19Q: 3 clusters Score -331742.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -331757.906250 Penalty: 3977.728271
	Iteration 20F: 3 clusters Score -331757.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -331776.250000 Penalty: 3977.728271
	Iteration 21Q: 3 clusters Score -331776.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -331788.781250 Penalty: 3977.728271
	Iteration 22Q: 3 clusters Score -331788.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -331795.812500 Penalty: 3977.728271
	Iteration 23Q: 3 clusters Score -331795.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -331799.281250 Penalty: 3977.728271
	Iteration 24Q: 3 clusters Score -331799.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -331801.968750 Penalty: 3977.728271
	Iteration 25Q: 3 clusters Score -331802 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -331804.843750 Penalty: 3977.728271
	Iteration 26Q: 3 clusters Score -331804.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -331809.437500 Penalty: 3977.728271
	Iteration 27Q: 3 clusters Score -331809.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -331815.406250 Penalty: 3977.728271
	Iteration 28Q: 3 clusters Score -331815.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -331821.968750 Penalty: 3977.728271
	Iteration 29Q: 3 clusters Score -331822 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -331828.625000 Penalty: 3977.728271
	Iteration 30Q: 3 clusters Score -331828.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -331837.875000 Penalty: 3977.728271
	Iteration 31Q: 3 clusters Score -331837.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -331846.906250 Penalty: 3977.728271
	Iteration 32Q: 3 clusters Score -331846.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -331857.625000 Penalty: 3977.728271
	Iteration 33Q: 3 clusters Score -331857.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -331868.500000 Penalty: 3977.728271
	Iteration 34Q: 3 clusters Score -331868.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -331876.750000 Penalty: 3977.728271
	Iteration 35Q: 3 clusters Score -331876.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -331884.406250 Penalty: 3977.728271
	Iteration 36Q: 3 clusters Score -331884.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -331889.343750 Penalty: 3977.728271
	Iteration 37Q: 3 clusters Score -331889.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -331893.437500 Penalty: 3977.728271
	Iteration 38Q: 3 clusters Score -331893.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -331894.250000 Penalty: 3977.728271
	Iteration 39Q: 3 clusters Score -331894.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -331897.437500 Penalty: 3977.728271
	Iteration 40F: 3 clusters Score -331897.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -331898.343750 Penalty: 3977.728271
	Iteration 41Q: 3 clusters Score -331898.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -331898.343750 Penalty: 3977.728271
	Iteration 42Q: 3 clusters Score -331898.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -331899.062500 Penalty: 3977.728271
	Iteration 43Q: 3 clusters Score -331899.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -331899.062500 Penalty: 3977.728271
	Iteration 44F: 3 clusters Score -331899.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (37309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37309 members 
Entering Unmasked Estep 
Score: -4697960.000000 Penalty: 2610.693604
	Iteration 0F: 2 clusters Score -4697960 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18647 members 
Mstep: Class 2 contains 18662 members 
Entering Unmasked Estep 
Score: -4672615.500000 Penalty: 5221.387207
	Iteration 0F: 3 clusters Score -4672616 nChanged 17063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18470 members 
Mstep: Class 2 contains 18839 members 
Entering Unmasked Estep 
Score: -4682222.500000 Penalty: 5221.387207
	Iteration 1F: 3 clusters Score -4682222 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18463 members 
Mstep: Class 2 contains 18846 members 
Entering Unmasked Estep 
Score: -4682797.500000 Penalty: 5221.387207
	Iteration 2Q: 3 clusters Score -4682798 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18461 members 
Mstep: Class 2 contains 18848 members 
Entering Unmasked Estep 
Score: -4683468.500000 Penalty: 5221.387207
	Iteration 3Q: 3 clusters Score -4683468 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18539 members 
Mstep: Class 2 contains 18770 members 
Entering Unmasked Estep 
Score: -4684190.000000 Penalty: 5221.387207
	Iteration 4Q: 3 clusters Score -4684190 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18636 members 
Mstep: Class 2 contains 18673 members 
Entering Unmasked Estep 
Score: -4685192.500000 Penalty: 5221.387207
	Iteration 5Q: 3 clusters Score -4685192 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18796 members 
Mstep: Class 2 contains 18513 members 
Entering Unmasked Estep 
Score: -4686362.500000 Penalty: 5221.387207
	Iteration 6F: 3 clusters Score -4686362 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19091 members 
Mstep: Class 2 contains 18218 members 
Entering Unmasked Estep 
Score: -4687747.500000 Penalty: 5221.387207
	Iteration 7F: 3 clusters Score -4687748 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19458 members 
Mstep: Class 2 contains 17851 members 
Entering Unmasked Estep 
Score: -4689242.000000 Penalty: 5221.387207
	Iteration 8F: 3 clusters Score -4689242 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19857 members 
Mstep: Class 2 contains 17452 members 
Entering Unmasked Estep 
Score: -4690488.000000 Penalty: 5221.387207
	Iteration 9F: 3 clusters Score -4690488 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20189 members 
Mstep: Class 2 contains 17120 members 
Entering Unmasked Estep 
Score: -4691201.000000 Penalty: 5221.387207
	Iteration 10Q: 3 clusters Score -4691201 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20489 members 
Mstep: Class 2 contains 16820 members 
Entering Unmasked Estep 
Score: -4691561.000000 Penalty: 5221.387207
	Iteration 11Q: 3 clusters Score -4691561 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20699 members 
Mstep: Class 2 contains 16610 members 
Entering Unmasked Estep 
Score: -4691719.500000 Penalty: 5221.387207
	Iteration 12Q: 3 clusters Score -4691720 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20930 members 
Mstep: Class 2 contains 16379 members 
Entering Unmasked Estep 
Score: -4691844.500000 Penalty: 5221.387207
	Iteration 13Q: 3 clusters Score -4691844 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21150 members 
Mstep: Class 2 contains 16159 members 
Entering Unmasked Estep 
Score: -4691951.500000 Penalty: 5221.387207
	Iteration 14Q: 3 clusters Score -4691952 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21359 members 
Mstep: Class 2 contains 15950 members 
Entering Unmasked Estep 
Score: -4692074.500000 Penalty: 5221.387207
	Iteration 15Q: 3 clusters Score -4692074 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21588 members 
Mstep: Class 2 contains 15721 members 
Entering Unmasked Estep 
Score: -4692158.000000 Penalty: 5221.387207
	Iteration 16Q: 3 clusters Score -4692158 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21809 members 
Mstep: Class 2 contains 15500 members 
Entering Unmasked Estep 
Score: -4692225.000000 Penalty: 5221.387207
	Iteration 17Q: 3 clusters Score -4692225 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22055 members 
Mstep: Class 2 contains 15254 members 
Entering Unmasked Estep 
Score: -4692281.000000 Penalty: 5221.387207
	Iteration 18Q: 3 clusters Score -4692281 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22298 members 
Mstep: Class 2 contains 15011 members 
Entering Unmasked Estep 
Score: -4692340.500000 Penalty: 5221.387207
	Iteration 19Q: 3 clusters Score -4692340 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22519 members 
Mstep: Class 2 contains 14790 members 
Entering Unmasked Estep 
Score: -4692368.000000 Penalty: 5221.387207
	Iteration 20F: 3 clusters Score -4692368 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22742 members 
Mstep: Class 2 contains 14567 members 
Entering Unmasked Estep 
Score: -4692410.500000 Penalty: 5221.387207
	Iteration 21Q: 3 clusters Score -4692410 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22987 members 
Mstep: Class 2 contains 14322 members 
Entering Unmasked Estep 
Score: -4692480.000000 Penalty: 5221.387207
	Iteration 22Q: 3 clusters Score -4692480 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23234 members 
Mstep: Class 2 contains 14075 members 
Entering Unmasked Estep 
Score: -4692533.000000 Penalty: 5221.387207
	Iteration 23Q: 3 clusters Score -4692533 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23486 members 
Mstep: Class 2 contains 13823 members 
Entering Unmasked Estep 
Score: -4692608.000000 Penalty: 5221.387207
	Iteration 24Q: 3 clusters Score -4692608 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23796 members 
Mstep: Class 2 contains 13513 members 
Entering Unmasked Estep 
Score: -4692662.000000 Penalty: 5221.387207
	Iteration 25Q: 3 clusters Score -4692662 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24114 members 
Mstep: Class 2 contains 13195 members 
Entering Unmasked Estep 
Score: -4692757.500000 Penalty: 5221.387207
	Iteration 26Q: 3 clusters Score -4692758 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24453 members 
Mstep: Class 2 contains 12856 members 
Entering Unmasked Estep 
Score: -4692859.000000 Penalty: 5221.387207
	Iteration 27Q: 3 clusters Score -4692859 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24799 members 
Mstep: Class 2 contains 12510 members 
Entering Unmasked Estep 
Score: -4692955.000000 Penalty: 5221.387207
	Iteration 28Q: 3 clusters Score -4692955 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25144 members 
Mstep: Class 2 contains 12165 members 
Entering Unmasked Estep 
Score: -4693048.500000 Penalty: 5221.387207
	Iteration 29Q: 3 clusters Score -4693048 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25480 members 
Mstep: Class 2 contains 11829 members 
Entering Unmasked Estep 
Score: -4693142.500000 Penalty: 5221.387207
	Iteration 30Q: 3 clusters Score -4693142 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25842 members 
Mstep: Class 2 contains 11467 members 
Entering Unmasked Estep 
Score: -4693267.000000 Penalty: 5221.387207
	Iteration 31Q: 3 clusters Score -4693267 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26216 members 
Mstep: Class 2 contains 11093 members 
Entering Unmasked Estep 
Score: -4693392.500000 Penalty: 5221.387207
	Iteration 32Q: 3 clusters Score -4693392 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26603 members 
Mstep: Class 2 contains 10706 members 
Entering Unmasked Estep 
Score: -4693531.000000 Penalty: 5221.387207
	Iteration 33Q: 3 clusters Score -4693531 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26997 members 
Mstep: Class 2 contains 10312 members 
Entering Unmasked Estep 
Score: -4693704.000000 Penalty: 5221.387207
	Iteration 34Q: 3 clusters Score -4693704 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27409 members 
Mstep: Class 2 contains 9900 members 
Entering Unmasked Estep 
Score: -4693851.000000 Penalty: 5221.387207
	Iteration 35Q: 3 clusters Score -4693851 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27866 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -4694006.500000 Penalty: 5221.387207
	Iteration 36Q: 3 clusters Score -4694006 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28302 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -4694177.000000 Penalty: 5221.387207
	Iteration 37Q: 3 clusters Score -4694177 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28774 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -4694378.000000 Penalty: 5221.387207
	Iteration 38Q: 3 clusters Score -4694378 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29192 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -4694531.000000 Penalty: 5221.387207
	Iteration 39Q: 3 clusters Score -4694531 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29596 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -4694677.000000 Penalty: 5221.387207
	Iteration 40F: 3 clusters Score -4694677 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29968 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -4694783.000000 Penalty: 5221.387207
	Iteration 41Q: 3 clusters Score -4694783 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30319 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -4694911.000000 Penalty: 5221.387207
	Iteration 42Q: 3 clusters Score -4694911 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30664 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -4695027.500000 Penalty: 5221.387207
	Iteration 43Q: 3 clusters Score -4695028 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30973 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -4695127.000000 Penalty: 5221.387207
	Iteration 44Q: 3 clusters Score -4695127 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31269 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -4695252.000000 Penalty: 5221.387207
	Iteration 45Q: 3 clusters Score -4695252 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31520 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -4695350.000000 Penalty: 5221.387207
	Iteration 46Q: 3 clusters Score -4695350 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31755 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -4695416.000000 Penalty: 5221.387207
	Iteration 47Q: 3 clusters Score -4695416 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31978 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -4695449.500000 Penalty: 5221.387207
	Iteration 48Q: 3 clusters Score -4695450 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32163 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -4695497.500000 Penalty: 5221.387207
	Iteration 49Q: 3 clusters Score -4695498 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32348 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -4695569.500000 Penalty: 5221.387207
	Iteration 50Q: 3 clusters Score -4695570 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32531 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -4695614.500000 Penalty: 5221.387207
	Iteration 51Q: 3 clusters Score -4695614 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32695 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -4695667.500000 Penalty: 5221.387207
	Iteration 52Q: 3 clusters Score -4695668 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32848 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -4695697.000000 Penalty: 5221.387207
	Iteration 53Q: 3 clusters Score -4695697 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32992 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -4695743.000000 Penalty: 5221.387207
	Iteration 54Q: 3 clusters Score -4695743 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33110 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -4695771.000000 Penalty: 5221.387207
	Iteration 55Q: 3 clusters Score -4695771 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33216 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -4695785.500000 Penalty: 5221.387207
	Iteration 56Q: 3 clusters Score -4695786 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33316 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -4695814.000000 Penalty: 5221.387207
	Iteration 57Q: 3 clusters Score -4695814 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33413 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -4695829.000000 Penalty: 5221.387207
	Iteration 58Q: 3 clusters Score -4695829 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33519 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -4695859.500000 Penalty: 5221.387207
	Iteration 59Q: 3 clusters Score -4695860 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33604 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -4695885.500000 Penalty: 5221.387207
	Iteration 60F: 3 clusters Score -4695886 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33679 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -4695902.500000 Penalty: 5221.387207
	Iteration 61Q: 3 clusters Score -4695902 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33745 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -4695918.500000 Penalty: 5221.387207
	Iteration 62Q: 3 clusters Score -4695918 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33826 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -4695933.000000 Penalty: 5221.387207
	Iteration 63Q: 3 clusters Score -4695933 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33917 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -4695954.500000 Penalty: 5221.387207
	Iteration 64Q: 3 clusters Score -4695954 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33989 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -4695976.500000 Penalty: 5221.387207
	Iteration 65Q: 3 clusters Score -4695976 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34055 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -4695994.000000 Penalty: 5221.387207
	Iteration 66Q: 3 clusters Score -4695994 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34118 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -4696013.000000 Penalty: 5221.387207
	Iteration 67Q: 3 clusters Score -4696013 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34170 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -4696013.500000 Penalty: 5221.387207
	Iteration 68Q: 3 clusters Score -4696014 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34211 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -4696018.500000 Penalty: 5221.387207
	Iteration 69Q: 3 clusters Score -4696018 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34252 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -4696026.000000 Penalty: 5221.387207
	Iteration 70Q: 3 clusters Score -4696026 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34284 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -4696025.000000 Penalty: 5221.387207
	Iteration 71Q: 3 clusters Score -4696025 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34313 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -4696038.000000 Penalty: 5221.387207
	Iteration 72Q: 3 clusters Score -4696038 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34340 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -4696038.000000 Penalty: 5221.387207
	Iteration 73Q: 3 clusters Score -4696038 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34364 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -4696039.500000 Penalty: 5221.387207
	Iteration 74Q: 3 clusters Score -4696040 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34383 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -4696047.000000 Penalty: 5221.387207
	Iteration 75Q: 3 clusters Score -4696047 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34404 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -4696057.500000 Penalty: 5221.387207
	Iteration 76Q: 3 clusters Score -4696058 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34422 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -4696047.500000 Penalty: 5221.387207
	Iteration 77Q: 3 clusters Score -4696048 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34445 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -4696060.500000 Penalty: 5221.387207
	Iteration 78Q: 3 clusters Score -4696060 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34460 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -4696059.000000 Penalty: 5221.387207
	Iteration 79Q: 3 clusters Score -4696059 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34473 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -4696064.500000 Penalty: 5221.387207
	Iteration 80F: 3 clusters Score -4696064 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34487 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -4696068.500000 Penalty: 5221.387207
	Iteration 81Q: 3 clusters Score -4696068 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34500 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -4696071.000000 Penalty: 5221.387207
	Iteration 82Q: 3 clusters Score -4696071 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34509 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -4696075.000000 Penalty: 5221.387207
	Iteration 83Q: 3 clusters Score -4696075 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34520 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -4696068.500000 Penalty: 5221.387207
	Iteration 84Q: 3 clusters Score -4696068 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34532 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -4696080.000000 Penalty: 5221.387207
	Iteration 85Q: 3 clusters Score -4696080 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34542 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -4696083.000000 Penalty: 5221.387207
	Iteration 86Q: 3 clusters Score -4696083 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34551 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -4696092.500000 Penalty: 5221.387207
	Iteration 87Q: 3 clusters Score -4696092 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34558 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -4696081.500000 Penalty: 5221.387207
	Iteration 88Q: 3 clusters Score -4696082 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34563 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -4696086.000000 Penalty: 5221.387207
	Iteration 89Q: 3 clusters Score -4696086 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34568 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -4696082.500000 Penalty: 5221.387207
	Iteration 90Q: 3 clusters Score -4696082 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34571 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -4696081.000000 Penalty: 5221.387207
	Iteration 91Q: 3 clusters Score -4696081 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34575 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -4696085.000000 Penalty: 5221.387207
	Iteration 92Q: 3 clusters Score -4696085 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34579 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -4696086.000000 Penalty: 5221.387207
	Iteration 93Q: 3 clusters Score -4696086 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34584 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -4696081.000000 Penalty: 5221.387207
	Iteration 94Q: 3 clusters Score -4696081 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34587 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -4696079.000000 Penalty: 5221.387207
	Iteration 95Q: 3 clusters Score -4696079 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34591 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -4696078.000000 Penalty: 5221.387207
	Iteration 96Q: 3 clusters Score -4696078 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34593 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -4696081.000000 Penalty: 5221.387207
	Iteration 97Q: 3 clusters Score -4696081 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34594 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -4696082.500000 Penalty: 5221.387207
	Iteration 98Q: 3 clusters Score -4696082 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34595 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -4696084.000000 Penalty: 5221.387207
	Iteration 99Q: 3 clusters Score -4696084 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34596 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -4696083.500000 Penalty: 5221.387207
	Iteration 100F: 3 clusters Score -4696084 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34598 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -4696085.000000 Penalty: 5221.387207
	Iteration 101Q: 3 clusters Score -4696085 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34600 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -4696079.000000 Penalty: 5221.387207
	Iteration 102Q: 3 clusters Score -4696079 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34602 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -4696085.000000 Penalty: 5221.387207
	Iteration 103Q: 3 clusters Score -4696085 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34602 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -4696085.000000 Penalty: 5221.387207
	Iteration 104F: 3 clusters Score -4696085 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (23336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23336 members 
Entering Unmasked Estep 
Score: -2946159.000000 Penalty: 2494.322754
	Iteration 0F: 2 clusters Score -2946159 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11674 members 
Mstep: Class 2 contains 11662 members 
Entering Unmasked Estep 
Score: -2929826.000000 Penalty: 4988.645508
	Iteration 0F: 3 clusters Score -2929826 nChanged 10426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11634 members 
Mstep: Class 2 contains 11702 members 
Entering Unmasked Estep 
Score: -2935681.250000 Penalty: 4988.645508
	Iteration 1F: 3 clusters Score -2935681 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11592 members 
Mstep: Class 2 contains 11744 members 
Entering Unmasked Estep 
Score: -2936229.000000 Penalty: 4988.645508
	Iteration 2F: 3 clusters Score -2936229 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11536 members 
Mstep: Class 2 contains 11800 members 
Entering Unmasked Estep 
Score: -2936757.250000 Penalty: 4988.645508
	Iteration 3Q: 3 clusters Score -2936757 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11480 members 
Mstep: Class 2 contains 11856 members 
Entering Unmasked Estep 
Score: -2937358.500000 Penalty: 4988.645508
	Iteration 4F: 3 clusters Score -2937358 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11460 members 
Mstep: Class 2 contains 11876 members 
Entering Unmasked Estep 
Score: -2937930.500000 Penalty: 4988.645508
	Iteration 5Q: 3 clusters Score -2937930 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11505 members 
Mstep: Class 2 contains 11831 members 
Entering Unmasked Estep 
Score: -2938466.500000 Penalty: 4988.645508
	Iteration 6Q: 3 clusters Score -2938466 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11634 members 
Mstep: Class 2 contains 11702 members 
Entering Unmasked Estep 
Score: -2939022.000000 Penalty: 4988.645508
	Iteration 7Q: 3 clusters Score -2939022 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11871 members 
Mstep: Class 2 contains 11465 members 
Entering Unmasked Estep 
Score: -2939552.500000 Penalty: 4988.645508
	Iteration 8Q: 3 clusters Score -2939552 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12182 members 
Mstep: Class 2 contains 11154 members 
Entering Unmasked Estep 
Score: -2940100.250000 Penalty: 4988.645508
	Iteration 9Q: 3 clusters Score -2940100 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12515 members 
Mstep: Class 2 contains 10821 members 
Entering Unmasked Estep 
Score: -2940650.250000 Penalty: 4988.645508
	Iteration 10Q: 3 clusters Score -2940650 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12912 members 
Mstep: Class 2 contains 10424 members 
Entering Unmasked Estep 
Score: -2941183.500000 Penalty: 4988.645508
	Iteration 11Q: 3 clusters Score -2941184 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13391 members 
Mstep: Class 2 contains 9945 members 
Entering Unmasked Estep 
Score: -2941818.750000 Penalty: 4988.645508
	Iteration 12Q: 3 clusters Score -2941819 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13928 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -2942470.500000 Penalty: 4988.645508
	Iteration 13Q: 3 clusters Score -2942470 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14417 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -2943051.250000 Penalty: 4988.645508
	Iteration 14Q: 3 clusters Score -2943051 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14791 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -2943415.750000 Penalty: 4988.645508
	Iteration 15Q: 3 clusters Score -2943416 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15057 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -2943635.500000 Penalty: 4988.645508
	Iteration 16Q: 3 clusters Score -2943636 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15278 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -2943765.250000 Penalty: 4988.645508
	Iteration 17Q: 3 clusters Score -2943765 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15458 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -2943855.250000 Penalty: 4988.645508
	Iteration 18Q: 3 clusters Score -2943855 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15633 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -2943928.250000 Penalty: 4988.645508
	Iteration 19Q: 3 clusters Score -2943928 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15790 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -2943990.500000 Penalty: 4988.645508
	Iteration 20F: 3 clusters Score -2943990 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15937 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -2944022.000000 Penalty: 4988.645508
	Iteration 21Q: 3 clusters Score -2944022 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16055 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -2944047.500000 Penalty: 4988.645508
	Iteration 22Q: 3 clusters Score -2944048 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16167 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -2944066.500000 Penalty: 4988.645508
	Iteration 23Q: 3 clusters Score -2944066 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16265 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -2944090.500000 Penalty: 4988.645508
	Iteration 24Q: 3 clusters Score -2944090 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16376 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -2944122.750000 Penalty: 4988.645508
	Iteration 25Q: 3 clusters Score -2944123 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16476 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -2944128.250000 Penalty: 4988.645508
	Iteration 26Q: 3 clusters Score -2944128 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16573 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -2944147.750000 Penalty: 4988.645508
	Iteration 27Q: 3 clusters Score -2944148 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16668 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -2944177.750000 Penalty: 4988.645508
	Iteration 28Q: 3 clusters Score -2944178 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16753 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -2944187.750000 Penalty: 4988.645508
	Iteration 29Q: 3 clusters Score -2944188 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16833 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -2944206.750000 Penalty: 4988.645508
	Iteration 30Q: 3 clusters Score -2944207 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16911 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -2944216.750000 Penalty: 4988.645508
	Iteration 31Q: 3 clusters Score -2944217 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16979 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -2944226.500000 Penalty: 4988.645508
	Iteration 32Q: 3 clusters Score -2944226 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17049 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -2944231.750000 Penalty: 4988.645508
	Iteration 33Q: 3 clusters Score -2944232 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17116 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -2944233.500000 Penalty: 4988.645508
	Iteration 34Q: 3 clusters Score -2944234 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17167 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -2944239.500000 Penalty: 4988.645508
	Iteration 35Q: 3 clusters Score -2944240 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17219 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -2944252.250000 Penalty: 4988.645508
	Iteration 36Q: 3 clusters Score -2944252 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17268 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -2944256.500000 Penalty: 4988.645508
	Iteration 37Q: 3 clusters Score -2944256 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17299 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -2944259.750000 Penalty: 4988.645508
	Iteration 38Q: 3 clusters Score -2944260 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17337 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -2944269.750000 Penalty: 4988.645508
	Iteration 39Q: 3 clusters Score -2944270 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17379 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -2944277.500000 Penalty: 4988.645508
	Iteration 40F: 3 clusters Score -2944278 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17405 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -2944279.250000 Penalty: 4988.645508
	Iteration 41Q: 3 clusters Score -2944279 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17441 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -2944284.750000 Penalty: 4988.645508
	Iteration 42Q: 3 clusters Score -2944285 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17475 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -2944288.750000 Penalty: 4988.645508
	Iteration 43Q: 3 clusters Score -2944289 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17512 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -2944291.500000 Penalty: 4988.645508
	Iteration 44Q: 3 clusters Score -2944292 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17549 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -2944293.000000 Penalty: 4988.645508
	Iteration 45Q: 3 clusters Score -2944293 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17581 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -2944300.750000 Penalty: 4988.645508
	Iteration 46Q: 3 clusters Score -2944301 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17618 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -2944304.500000 Penalty: 4988.645508
	Iteration 47Q: 3 clusters Score -2944304 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17658 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -2944311.250000 Penalty: 4988.645508
	Iteration 48Q: 3 clusters Score -2944311 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17695 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -2944315.000000 Penalty: 4988.645508
	Iteration 49Q: 3 clusters Score -2944315 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17734 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -2944324.000000 Penalty: 4988.645508
	Iteration 50Q: 3 clusters Score -2944324 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17788 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -2944335.750000 Penalty: 4988.645508
	Iteration 51Q: 3 clusters Score -2944336 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17845 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -2944348.750000 Penalty: 4988.645508
	Iteration 52Q: 3 clusters Score -2944349 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17897 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -2944357.000000 Penalty: 4988.645508
	Iteration 53Q: 3 clusters Score -2944357 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17944 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -2944357.000000 Penalty: 4988.645508
	Iteration 54Q: 3 clusters Score -2944357 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17996 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -2944367.500000 Penalty: 4988.645508
	Iteration 55Q: 3 clusters Score -2944368 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18038 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -2944373.500000 Penalty: 4988.645508
	Iteration 56Q: 3 clusters Score -2944374 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18085 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -2944377.000000 Penalty: 4988.645508
	Iteration 57Q: 3 clusters Score -2944377 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18129 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -2944387.500000 Penalty: 4988.645508
	Iteration 58Q: 3 clusters Score -2944388 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18182 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -2944384.750000 Penalty: 4988.645508
	Iteration 59Q: 3 clusters Score -2944385 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18231 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -2944392.750000 Penalty: 4988.645508
	Iteration 60F: 3 clusters Score -2944393 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18277 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -2944408.500000 Penalty: 4988.645508
	Iteration 61Q: 3 clusters Score -2944408 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18321 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -2944413.000000 Penalty: 4988.645508
	Iteration 62Q: 3 clusters Score -2944413 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18376 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -2944421.250000 Penalty: 4988.645508
	Iteration 63Q: 3 clusters Score -2944421 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18434 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -2944435.250000 Penalty: 4988.645508
	Iteration 64Q: 3 clusters Score -2944435 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18489 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -2944445.750000 Penalty: 4988.645508
	Iteration 65Q: 3 clusters Score -2944446 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18543 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -2944446.250000 Penalty: 4988.645508
	Iteration 66Q: 3 clusters Score -2944446 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18583 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -2944452.250000 Penalty: 4988.645508
	Iteration 67Q: 3 clusters Score -2944452 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18636 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -2944460.750000 Penalty: 4988.645508
	Iteration 68Q: 3 clusters Score -2944461 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18688 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -2944471.250000 Penalty: 4988.645508
	Iteration 69Q: 3 clusters Score -2944471 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18733 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -2944479.000000 Penalty: 4988.645508
	Iteration 70Q: 3 clusters Score -2944479 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18783 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -2944485.250000 Penalty: 4988.645508
	Iteration 71Q: 3 clusters Score -2944485 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18820 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -2944498.500000 Penalty: 4988.645508
	Iteration 72Q: 3 clusters Score -2944498 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18862 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -2944507.000000 Penalty: 4988.645508
	Iteration 73Q: 3 clusters Score -2944507 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18907 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -2944509.750000 Penalty: 4988.645508
	Iteration 74Q: 3 clusters Score -2944510 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18953 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -2944518.000000 Penalty: 4988.645508
	Iteration 75Q: 3 clusters Score -2944518 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18995 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -2944527.250000 Penalty: 4988.645508
	Iteration 76Q: 3 clusters Score -2944527 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19028 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -2944532.750000 Penalty: 4988.645508
	Iteration 77Q: 3 clusters Score -2944533 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19059 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -2944537.500000 Penalty: 4988.645508
	Iteration 78Q: 3 clusters Score -2944538 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19091 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -2944540.250000 Penalty: 4988.645508
	Iteration 79Q: 3 clusters Score -2944540 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19118 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -2944544.750000 Penalty: 4988.645508
	Iteration 80F: 3 clusters Score -2944545 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19142 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -2944548.250000 Penalty: 4988.645508
	Iteration 81Q: 3 clusters Score -2944548 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19163 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -2944551.750000 Penalty: 4988.645508
	Iteration 82Q: 3 clusters Score -2944552 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19197 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -2944557.250000 Penalty: 4988.645508
	Iteration 83Q: 3 clusters Score -2944557 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19217 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -2944559.250000 Penalty: 4988.645508
	Iteration 84Q: 3 clusters Score -2944559 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19234 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -2944559.750000 Penalty: 4988.645508
	Iteration 85Q: 3 clusters Score -2944560 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19252 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -2944567.250000 Penalty: 4988.645508
	Iteration 86Q: 3 clusters Score -2944567 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19267 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -2944568.250000 Penalty: 4988.645508
	Iteration 87Q: 3 clusters Score -2944568 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19279 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -2944571.750000 Penalty: 4988.645508
	Iteration 88Q: 3 clusters Score -2944572 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19292 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -2944569.000000 Penalty: 4988.645508
	Iteration 89Q: 3 clusters Score -2944569 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19310 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -2944579.250000 Penalty: 4988.645508
	Iteration 90Q: 3 clusters Score -2944579 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19332 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -2944581.250000 Penalty: 4988.645508
	Iteration 91Q: 3 clusters Score -2944581 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19353 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -2944584.500000 Penalty: 4988.645508
	Iteration 92Q: 3 clusters Score -2944584 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19373 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -2944581.000000 Penalty: 4988.645508
	Iteration 93Q: 3 clusters Score -2944581 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19394 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -2944590.000000 Penalty: 4988.645508
	Iteration 94Q: 3 clusters Score -2944590 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19408 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -2944592.750000 Penalty: 4988.645508
	Iteration 95Q: 3 clusters Score -2944593 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19424 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -2944591.750000 Penalty: 4988.645508
	Iteration 96Q: 3 clusters Score -2944592 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19438 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -2944601.750000 Penalty: 4988.645508
	Iteration 97Q: 3 clusters Score -2944602 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19454 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -2944606.500000 Penalty: 4988.645508
	Iteration 98Q: 3 clusters Score -2944606 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19470 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -2944601.000000 Penalty: 4988.645508
	Iteration 99Q: 3 clusters Score -2944601 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19483 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -2944607.250000 Penalty: 4988.645508
	Iteration 100F: 3 clusters Score -2944607 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19498 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -2944610.750000 Penalty: 4988.645508
	Iteration 101Q: 3 clusters Score -2944611 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19519 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -2944618.250000 Penalty: 4988.645508
	Iteration 102Q: 3 clusters Score -2944618 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19547 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -2944619.750000 Penalty: 4988.645508
	Iteration 103Q: 3 clusters Score -2944620 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19569 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -2944625.000000 Penalty: 4988.645508
	Iteration 104Q: 3 clusters Score -2944625 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19597 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -2944621.750000 Penalty: 4988.645508
	Iteration 105Q: 3 clusters Score -2944622 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19617 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -2944633.250000 Penalty: 4988.645508
	Iteration 106Q: 3 clusters Score -2944633 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19634 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -2944637.250000 Penalty: 4988.645508
	Iteration 107Q: 3 clusters Score -2944637 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19648 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -2944637.750000 Penalty: 4988.645508
	Iteration 108Q: 3 clusters Score -2944638 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19658 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -2944639.250000 Penalty: 4988.645508
	Iteration 109Q: 3 clusters Score -2944639 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19669 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -2944643.000000 Penalty: 4988.645508
	Iteration 110Q: 3 clusters Score -2944643 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19679 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -2944643.500000 Penalty: 4988.645508
	Iteration 111Q: 3 clusters Score -2944644 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19696 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -2944645.000000 Penalty: 4988.645508
	Iteration 112Q: 3 clusters Score -2944645 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19711 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -2944646.250000 Penalty: 4988.645508
	Iteration 113Q: 3 clusters Score -2944646 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19723 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -2944642.250000 Penalty: 4988.645508
	Iteration 114Q: 3 clusters Score -2944642 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19730 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -2944648.500000 Penalty: 4988.645508
	Iteration 115Q: 3 clusters Score -2944648 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19738 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -2944649.500000 Penalty: 4988.645508
	Iteration 116Q: 3 clusters Score -2944650 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19746 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -2944648.000000 Penalty: 4988.645508
	Iteration 117Q: 3 clusters Score -2944648 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19755 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -2944650.000000 Penalty: 4988.645508
	Iteration 118Q: 3 clusters Score -2944650 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19762 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -2944653.000000 Penalty: 4988.645508
	Iteration 119Q: 3 clusters Score -2944653 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19766 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -2944650.500000 Penalty: 4988.645508
	Iteration 120F: 3 clusters Score -2944650 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19772 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -2944655.500000 Penalty: 4988.645508
	Iteration 121Q: 3 clusters Score -2944656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19775 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -2944651.250000 Penalty: 4988.645508
	Iteration 122Q: 3 clusters Score -2944651 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19777 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -2944656.500000 Penalty: 4988.645508
	Iteration 123Q: 3 clusters Score -2944656 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19781 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -2944652.750000 Penalty: 4988.645508
	Iteration 124Q: 3 clusters Score -2944653 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19788 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -2944650.250000 Penalty: 4988.645508
	Iteration 125Q: 3 clusters Score -2944650 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19791 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -2944650.500000 Penalty: 4988.645508
	Iteration 126Q: 3 clusters Score -2944650 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19796 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -2944655.250000 Penalty: 4988.645508
	Iteration 127Q: 3 clusters Score -2944655 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19804 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -2944654.000000 Penalty: 4988.645508
	Iteration 128Q: 3 clusters Score -2944654 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19809 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -2944654.750000 Penalty: 4988.645508
	Iteration 129Q: 3 clusters Score -2944655 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19816 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -2944656.500000 Penalty: 4988.645508
	Iteration 130Q: 3 clusters Score -2944656 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19825 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -2944656.000000 Penalty: 4988.645508
	Iteration 131Q: 3 clusters Score -2944656 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19831 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -2944653.000000 Penalty: 4988.645508
	Iteration 132Q: 3 clusters Score -2944653 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19839 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -2944656.750000 Penalty: 4988.645508
	Iteration 133Q: 3 clusters Score -2944657 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19844 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -2944654.500000 Penalty: 4988.645508
	Iteration 134Q: 3 clusters Score -2944654 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19847 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -2944659.750000 Penalty: 4988.645508
	Iteration 135Q: 3 clusters Score -2944660 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19849 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -2944659.750000 Penalty: 4988.645508
	Iteration 136Q: 3 clusters Score -2944660 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19851 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -2944658.000000 Penalty: 4988.645508
	Iteration 137Q: 3 clusters Score -2944658 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19851 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -2944658.000000 Penalty: 4988.645508
	Iteration 138F: 3 clusters Score -2944658 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (215708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215708 members 
Entering Unmasked Estep 
Score: -27864468.000000 Penalty: 3045.856934
	Iteration 0F: 2 clusters Score -2.786447e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108218 members 
Mstep: Class 2 contains 107490 members 
Entering Unmasked Estep 
Score: -27732518.000000 Penalty: 6091.713867
	Iteration 0F: 3 clusters Score -2.773252e+07 nChanged 103962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115090 members 
Mstep: Class 2 contains 100618 members 
Entering Unmasked Estep 
Score: -27793680.000000 Penalty: 6091.713867
	Iteration 1F: 3 clusters Score -2.779368e+07 nChanged 6319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119543 members 
Mstep: Class 2 contains 96165 members 
Entering Unmasked Estep 
Score: -27795010.000000 Penalty: 6091.713867
	Iteration 2Q: 3 clusters Score -2.779501e+07 nChanged 7781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126306 members 
Mstep: Class 2 contains 89402 members 
Entering Unmasked Estep 
Score: -27797450.000000 Penalty: 6091.713867
	Iteration 3Q: 3 clusters Score -2.779745e+07 nChanged 10694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136610 members 
Mstep: Class 2 contains 79098 members 
Entering Unmasked Estep 
Score: -27802600.000000 Penalty: 6091.713867
	Iteration 4Q: 3 clusters Score -2.78026e+07 nChanged 14918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151346 members 
Mstep: Class 2 contains 64362 members 
Entering Unmasked Estep 
Score: -27811976.000000 Penalty: 6091.713867
	Iteration 5F: 3 clusters Score -2.781198e+07 nChanged 18998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170314 members 
Mstep: Class 2 contains 45394 members 
Entering Unmasked Estep 
Score: -27827776.000000 Penalty: 6091.713867
	Iteration 6F: 3 clusters Score -2.782778e+07 nChanged 19979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190269 members 
Mstep: Class 2 contains 25439 members 
Entering Unmasked Estep 
Score: -27846418.000000 Penalty: 6091.713867
	Iteration 7F: 3 clusters Score -2.784642e+07 nChanged 15348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205613 members 
Mstep: Class 2 contains 10095 members 
Entering Unmasked Estep 
Score: -27856666.000000 Penalty: 6091.713867
	Iteration 8F: 3 clusters Score -2.785667e+07 nChanged 7099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212712 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -27860192.000000 Penalty: 6091.713867
	Iteration 9Q: 3 clusters Score -2.786019e+07 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214812 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -27861214.000000 Penalty: 6091.713867
	Iteration 10Q: 3 clusters Score -2.786121e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215299 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -27861548.000000 Penalty: 6091.713867
	Iteration 11Q: 3 clusters Score -2.786155e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215398 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -27861692.000000 Penalty: 6091.713867
	Iteration 12Q: 3 clusters Score -2.786169e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215429 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -27861788.000000 Penalty: 6091.713867
	Iteration 13Q: 3 clusters Score -2.786179e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215434 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -27861796.000000 Penalty: 6091.713867
	Iteration 14Q: 3 clusters Score -2.78618e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215438 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -27861804.000000 Penalty: 6091.713867
	Iteration 15Q: 3 clusters Score -2.78618e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215439 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -27861816.000000 Penalty: 6091.713867
	Iteration 16Q: 3 clusters Score -2.786182e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215439 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -27861836.000000 Penalty: 6091.713867
	Iteration 17Q: 3 clusters Score -2.786184e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215439 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -27861846.000000 Penalty: 6091.713867
	Iteration 18Q: 3 clusters Score -2.786185e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215438 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -27861842.000000 Penalty: 6091.713867
	Iteration 19Q: 3 clusters Score -2.786184e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215438 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -27861860.000000 Penalty: 6091.713867
	Iteration 20F: 3 clusters Score -2.786186e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215438 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -27861848.000000 Penalty: 6091.713867
	Iteration 21Q: 3 clusters Score -2.786185e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215438 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -27861848.000000 Penalty: 6091.713867
	Iteration 22F: 3 clusters Score -2.786185e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (40995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40995 members 
Entering Unmasked Estep 
Score: -5211277.000000 Penalty: 2634.058838
	Iteration 0F: 2 clusters Score -5211277 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20349 members 
Mstep: Class 2 contains 20646 members 
Entering Unmasked Estep 
Score: -5183709.000000 Penalty: 5268.117676
	Iteration 0F: 3 clusters Score -5183709 nChanged 18566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19197 members 
Mstep: Class 2 contains 21798 members 
Entering Unmasked Estep 
Score: -5193971.500000 Penalty: 5268.117676
	Iteration 1F: 3 clusters Score -5193972 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18434 members 
Mstep: Class 2 contains 22561 members 
Entering Unmasked Estep 
Score: -5194939.500000 Penalty: 5268.117676
	Iteration 2F: 3 clusters Score -5194940 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17349 members 
Mstep: Class 2 contains 23646 members 
Entering Unmasked Estep 
Score: -5196011.500000 Penalty: 5268.117676
	Iteration 3F: 3 clusters Score -5196012 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15831 members 
Mstep: Class 2 contains 25164 members 
Entering Unmasked Estep 
Score: -5197412.000000 Penalty: 5268.117676
	Iteration 4F: 3 clusters Score -5197412 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13988 members 
Mstep: Class 2 contains 27007 members 
Entering Unmasked Estep 
Score: -5199070.500000 Penalty: 5268.117676
	Iteration 5F: 3 clusters Score -5199070 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11942 members 
Mstep: Class 2 contains 29053 members 
Entering Unmasked Estep 
Score: -5200953.500000 Penalty: 5268.117676
	Iteration 6F: 3 clusters Score -5200954 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 30943 members 
Entering Unmasked Estep 
Score: -5202710.500000 Penalty: 5268.117676
	Iteration 7F: 3 clusters Score -5202710 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 32595 members 
Entering Unmasked Estep 
Score: -5204233.500000 Penalty: 5268.117676
	Iteration 8Q: 3 clusters Score -5204234 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 33936 members 
Entering Unmasked Estep 
Score: -5205496.000000 Penalty: 5268.117676
	Iteration 9Q: 3 clusters Score -5205496 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 34973 members 
Entering Unmasked Estep 
Score: -5206341.000000 Penalty: 5268.117676
	Iteration 10Q: 3 clusters Score -5206341 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 35732 members 
Entering Unmasked Estep 
Score: -5206908.000000 Penalty: 5268.117676
	Iteration 11Q: 3 clusters Score -5206908 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 36336 members 
Entering Unmasked Estep 
Score: -5207278.000000 Penalty: 5268.117676
	Iteration 12Q: 3 clusters Score -5207278 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 36867 members 
Entering Unmasked Estep 
Score: -5207552.500000 Penalty: 5268.117676
	Iteration 13Q: 3 clusters Score -5207552 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 37350 members 
Entering Unmasked Estep 
Score: -5207792.000000 Penalty: 5268.117676
	Iteration 14Q: 3 clusters Score -5207792 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 37748 members 
Entering Unmasked Estep 
Score: -5207993.000000 Penalty: 5268.117676
	Iteration 15Q: 3 clusters Score -5207993 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 38061 members 
Entering Unmasked Estep 
Score: -5208121.000000 Penalty: 5268.117676
	Iteration 16Q: 3 clusters Score -5208121 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 38349 members 
Entering Unmasked Estep 
Score: -5208277.000000 Penalty: 5268.117676
	Iteration 17Q: 3 clusters Score -5208277 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 38613 members 
Entering Unmasked Estep 
Score: -5208388.000000 Penalty: 5268.117676
	Iteration 18Q: 3 clusters Score -5208388 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 38801 members 
Entering Unmasked Estep 
Score: -5208458.000000 Penalty: 5268.117676
	Iteration 19Q: 3 clusters Score -5208458 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 38964 members 
Entering Unmasked Estep 
Score: -5208532.000000 Penalty: 5268.117676
	Iteration 20F: 3 clusters Score -5208532 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 39105 members 
Entering Unmasked Estep 
Score: -5208596.000000 Penalty: 5268.117676
	Iteration 21Q: 3 clusters Score -5208596 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 39207 members 
Entering Unmasked Estep 
Score: -5208669.500000 Penalty: 5268.117676
	Iteration 22Q: 3 clusters Score -5208670 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 39309 members 
Entering Unmasked Estep 
Score: -5208701.500000 Penalty: 5268.117676
	Iteration 23Q: 3 clusters Score -5208702 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 39403 members 
Entering Unmasked Estep 
Score: -5208748.000000 Penalty: 5268.117676
	Iteration 24Q: 3 clusters Score -5208748 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 39501 members 
Entering Unmasked Estep 
Score: -5208802.500000 Penalty: 5268.117676
	Iteration 25Q: 3 clusters Score -5208802 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 39592 members 
Entering Unmasked Estep 
Score: -5208841.000000 Penalty: 5268.117676
	Iteration 26Q: 3 clusters Score -5208841 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 39666 members 
Entering Unmasked Estep 
Score: -5208866.500000 Penalty: 5268.117676
	Iteration 27Q: 3 clusters Score -5208866 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 39737 members 
Entering Unmasked Estep 
Score: -5208897.000000 Penalty: 5268.117676
	Iteration 28Q: 3 clusters Score -5208897 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 39796 members 
Entering Unmasked Estep 
Score: -5208942.000000 Penalty: 5268.117676
	Iteration 29Q: 3 clusters Score -5208942 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 39860 members 
Entering Unmasked Estep 
Score: -5208983.500000 Penalty: 5268.117676
	Iteration 30Q: 3 clusters Score -5208984 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 39915 members 
Entering Unmasked Estep 
Score: -5209018.000000 Penalty: 5268.117676
	Iteration 31Q: 3 clusters Score -5209018 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 39965 members 
Entering Unmasked Estep 
Score: -5209046.000000 Penalty: 5268.117676
	Iteration 32Q: 3 clusters Score -5209046 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 40008 members 
Entering Unmasked Estep 
Score: -5209062.000000 Penalty: 5268.117676
	Iteration 33Q: 3 clusters Score -5209062 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 40045 members 
Entering Unmasked Estep 
Score: -5209088.500000 Penalty: 5268.117676
	Iteration 34Q: 3 clusters Score -5209088 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 40074 members 
Entering Unmasked Estep 
Score: -5209113.000000 Penalty: 5268.117676
	Iteration 35Q: 3 clusters Score -5209113 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 40098 members 
Entering Unmasked Estep 
Score: -5209132.000000 Penalty: 5268.117676
	Iteration 36Q: 3 clusters Score -5209132 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 40118 members 
Entering Unmasked Estep 
Score: -5209141.500000 Penalty: 5268.117676
	Iteration 37Q: 3 clusters Score -5209142 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 40142 members 
Entering Unmasked Estep 
Score: -5209149.500000 Penalty: 5268.117676
	Iteration 38Q: 3 clusters Score -5209150 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 40156 members 
Entering Unmasked Estep 
Score: -5209164.000000 Penalty: 5268.117676
	Iteration 39Q: 3 clusters Score -5209164 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 40164 members 
Entering Unmasked Estep 
Score: -5209164.000000 Penalty: 5268.117676
	Iteration 40F: 3 clusters Score -5209164 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 40168 members 
Entering Unmasked Estep 
Score: -5209171.000000 Penalty: 5268.117676
	Iteration 41Q: 3 clusters Score -5209171 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 40174 members 
Entering Unmasked Estep 
Score: -5209163.500000 Penalty: 5268.117676
	Iteration 42Q: 3 clusters Score -5209164 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 40181 members 
Entering Unmasked Estep 
Score: -5209172.500000 Penalty: 5268.117676
	Iteration 43Q: 3 clusters Score -5209172 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 40187 members 
Entering Unmasked Estep 
Score: -5209181.000000 Penalty: 5268.117676
	Iteration 44Q: 3 clusters Score -5209181 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 40191 members 
Entering Unmasked Estep 
Score: -5209191.000000 Penalty: 5268.117676
	Iteration 45Q: 3 clusters Score -5209191 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 40191 members 
Entering Unmasked Estep 
Score: -5209189.000000 Penalty: 5268.117676
	Iteration 46Q: 3 clusters Score -5209189 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 40191 members 
Entering Unmasked Estep 
Score: -5209189.000000 Penalty: 5268.117676
	Iteration 47F: 3 clusters Score -5209189 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Entering Unmasked Estep 
Score: -90119.945312 Penalty: 1608.945679
	Iteration 0F: 2 clusters Score -90119.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -88554.742188 Penalty: 3217.891357
	Iteration 0F: 3 clusters Score -88554.74 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -89747.304688 Penalty: 3217.891357
	Iteration 1F: 3 clusters Score -89747.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -90679.000000 Penalty: 3217.891357
	Iteration 2F: 3 clusters Score -90679 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -90948.320312 Penalty: 3217.891357
	Iteration 3F: 3 clusters Score -90948.32 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -91003.414062 Penalty: 3217.891357
	Iteration 4Q: 3 clusters Score -91003.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -91013.773438 Penalty: 3217.891357
	Iteration 5Q: 3 clusters Score -91013.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -91019.804688 Penalty: 3217.891357
	Iteration 6Q: 3 clusters Score -91019.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -91026.421875 Penalty: 3217.891357
	Iteration 7Q: 3 clusters Score -91026.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -91048.500000 Penalty: 3217.891357
	Iteration 8Q: 3 clusters Score -91048.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -91048.500000 Penalty: 3217.891357
	Iteration 9F: 3 clusters Score -91048.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 52553 members 
Mstep: Class 3 contains 5280 members 
Mstep: Class 4 contains 27249 members 
Mstep: Class 5 contains 8286 members 
Mstep: Class 6 contains 4490 members 
Mstep: Class 7 contains 26582 members 
Mstep: Class 8 contains 749 members 
Mstep: Class 9 contains 10973 members 
Mstep: Class 10 contains 3040 members 
Mstep: Class 11 contains 37309 members 
Mstep: Class 12 contains 23336 members 
Mstep: Class 13 contains 215708 members 
Mstep: Class 14 contains 40995 members 
Mstep: Class 15 contains 284 members 
Mstep: Class 16 contains 29095 members 
Mstep: Class 17 contains 9366 members 
Mstep: Class 18 contains 14308 members 
Mstep: Class 19 contains 61584 members 
Mstep: Class 20 contains 10998 members 
Mstep: Class 21 contains 16567 members 
Mstep: Class 22 contains 2993 members 
Mstep: Class 23 contains 2570 members 
Mstep: Class 24 contains 18665 members 
Mstep: Class 25 contains 2068 members 
Mstep: Class 26 contains 22288 members 
Mstep: Class 27 contains 6174 members 
Mstep: Class 28 contains 4115 members 
Mstep: Class 29 contains 37122 members 
Mstep: Class 30 contains 4527 members 
Mstep: Class 31 contains 481 members 
Mstep: Class 32 contains 381 members 
Mstep: Class 33 contains 38551 members 
Mstep: Class 34 contains 605 members 
Mstep: Class 35 contains 8732 members 
Mstep: Class 36 contains 2453 members 
Mstep: Class 37 contains 164248 members 
Mstep: Class 38 contains 8339 members 
Mstep: Class 39 contains 4265 members 
Mstep: Class 40 contains 5324 members 
Mstep: Class 41 contains 2913 members 
Mstep: Class 42 contains 3709 members 
Mstep: Class 43 contains 550 members 
Mstep: Class 44 contains 3468 members 
Mstep: Class 45 contains 1907 members 
Mstep: Class 46 contains 399 members 
Mstep: Class 47 contains 5100 members 
Mstep: Class 48 contains 1819 members 
Mstep: Class 49 contains 4225 members 
Mstep: Class 50 contains 6309 members 
Mstep: Class 51 contains 175504 members 
Mstep: Class 52 contains 342 members 
Mstep: Class 53 contains 204 members 
Mstep: Class 54 contains 355 members 
Mstep: Class 55 contains 4301 members 
Mstep: Class 56 contains 2518 members 
Mstep: Class 57 contains 179 members 
Mstep: Class 58 contains 10459 members 
Mstep: Class 59 contains 648 members 
Mstep: Class 60 contains 17851 members 
Mstep: Class 61 contains 255 members 
Mstep: Class 62 contains 1182 members 
Mstep: Class 63 contains 438 members 
Mstep: Class 64 contains 344 members 
Mstep: Class 65 contains 613 members 
Mstep: Class 66 contains 876 members 
Mstep: Class 67 contains 188 members 
Mstep: Class 68 contains 326 members 
Mstep: Class 69 contains 164 members 
Mstep: Class 70 contains 306 members 
Mstep: Class 71 contains 853 members 
Mstep: Class 72 contains 435 members 
Mstep: Class 73 contains 379 members 
Mstep: Class 74 contains 225 members 
Mstep: Class 75 contains 500 members 
Mstep: Class 76 contains 227 members 
Mstep: Class 77 contains 397 members 
Mstep: Class 78 contains 492 members 
Mstep: Class 79 contains 1045 members 
Mstep: Class 80 contains 1251 members 
Mstep: Class 81 contains 1512 members 
Mstep: Class 82 contains 373 members 
Entering Unmasked Estep 
Score: -147554768.000000 Penalty: 284459.781250
Splitting cluster 15 changes total score from -147555744.000000 to -147554768.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (29095 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29095 members 
Entering Unmasked Estep 
Score: -3692968.750000 Penalty: 2549.023682
	Iteration 0F: 2 clusters Score -3692969 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14582 members 
Mstep: Class 2 contains 14513 members 
Entering Unmasked Estep 
Score: -3673054.750000 Penalty: 5098.047363
	Iteration 0F: 3 clusters Score -3673055 nChanged 13078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14680 members 
Mstep: Class 2 contains 14415 members 
Entering Unmasked Estep 
Score: -3680216.500000 Penalty: 5098.047363
	Iteration 1F: 3 clusters Score -3680216 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14853 members 
Mstep: Class 2 contains 14242 members 
Entering Unmasked Estep 
Score: -3680702.500000 Penalty: 5098.047363
	Iteration 2Q: 3 clusters Score -3680702 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15102 members 
Mstep: Class 2 contains 13993 members 
Entering Unmasked Estep 
Score: -3681157.750000 Penalty: 5098.047363
	Iteration 3Q: 3 clusters Score -3681158 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15406 members 
Mstep: Class 2 contains 13689 members 
Entering Unmasked Estep 
Score: -3681626.250000 Penalty: 5098.047363
	Iteration 4Q: 3 clusters Score -3681626 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15819 members 
Mstep: Class 2 contains 13276 members 
Entering Unmasked Estep 
Score: -3682127.000000 Penalty: 5098.047363
	Iteration 5Q: 3 clusters Score -3682127 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16266 members 
Mstep: Class 2 contains 12829 members 
Entering Unmasked Estep 
Score: -3682698.000000 Penalty: 5098.047363
	Iteration 6Q: 3 clusters Score -3682698 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16724 members 
Mstep: Class 2 contains 12371 members 
Entering Unmasked Estep 
Score: -3683309.750000 Penalty: 5098.047363
	Iteration 7Q: 3 clusters Score -3683310 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17237 members 
Mstep: Class 2 contains 11858 members 
Entering Unmasked Estep 
Score: -3684061.250000 Penalty: 5098.047363
	Iteration 8Q: 3 clusters Score -3684061 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17881 members 
Mstep: Class 2 contains 11214 members 
Entering Unmasked Estep 
Score: -3684906.750000 Penalty: 5098.047363
	Iteration 9Q: 3 clusters Score -3684907 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18568 members 
Mstep: Class 2 contains 10527 members 
Entering Unmasked Estep 
Score: -3685914.000000 Penalty: 5098.047363
	Iteration 10Q: 3 clusters Score -3685914 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19279 members 
Mstep: Class 2 contains 9816 members 
Entering Unmasked Estep 
Score: -3686891.000000 Penalty: 5098.047363
	Iteration 11Q: 3 clusters Score -3686891 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19867 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
Score: -3687778.750000 Penalty: 5098.047363
	Iteration 12Q: 3 clusters Score -3687779 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20354 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -3688456.000000 Penalty: 5098.047363
	Iteration 13Q: 3 clusters Score -3688456 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20754 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -3688964.500000 Penalty: 5098.047363
	Iteration 14Q: 3 clusters Score -3688964 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21054 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -3689333.500000 Penalty: 5098.047363
	Iteration 15Q: 3 clusters Score -3689334 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21319 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -3689654.250000 Penalty: 5098.047363
	Iteration 16Q: 3 clusters Score -3689654 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21503 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -3689903.750000 Penalty: 5098.047363
	Iteration 17Q: 3 clusters Score -3689904 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21647 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -3690124.500000 Penalty: 5098.047363
	Iteration 18Q: 3 clusters Score -3690124 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21786 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -3690297.250000 Penalty: 5098.047363
	Iteration 19Q: 3 clusters Score -3690297 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21911 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -3690456.000000 Penalty: 5098.047363
	Iteration 20F: 3 clusters Score -3690456 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22051 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -3690571.500000 Penalty: 5098.047363
	Iteration 21Q: 3 clusters Score -3690572 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22186 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -3690670.000000 Penalty: 5098.047363
	Iteration 22Q: 3 clusters Score -3690670 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22302 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -3690754.250000 Penalty: 5098.047363
	Iteration 23Q: 3 clusters Score -3690754 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22430 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -3690837.500000 Penalty: 5098.047363
	Iteration 24Q: 3 clusters Score -3690838 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22549 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -3690914.750000 Penalty: 5098.047363
	Iteration 25Q: 3 clusters Score -3690915 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22646 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -3690981.750000 Penalty: 5098.047363
	Iteration 26Q: 3 clusters Score -3690982 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22720 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -3691028.750000 Penalty: 5098.047363
	Iteration 27Q: 3 clusters Score -3691029 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22769 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -3691050.500000 Penalty: 5098.047363
	Iteration 28Q: 3 clusters Score -3691050 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22809 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -3691074.000000 Penalty: 5098.047363
	Iteration 29Q: 3 clusters Score -3691074 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22852 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -3691093.750000 Penalty: 5098.047363
	Iteration 30Q: 3 clusters Score -3691094 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22883 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -3691094.750000 Penalty: 5098.047363
	Iteration 31Q: 3 clusters Score -3691095 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22910 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -3691102.750000 Penalty: 5098.047363
	Iteration 32Q: 3 clusters Score -3691103 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22934 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -3691108.250000 Penalty: 5098.047363
	Iteration 33Q: 3 clusters Score -3691108 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22964 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -3691125.500000 Penalty: 5098.047363
	Iteration 34Q: 3 clusters Score -3691126 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22992 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -3691127.500000 Penalty: 5098.047363
	Iteration 35Q: 3 clusters Score -3691128 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23016 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -3691131.000000 Penalty: 5098.047363
	Iteration 36Q: 3 clusters Score -3691131 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23034 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -3691135.000000 Penalty: 5098.047363
	Iteration 37Q: 3 clusters Score -3691135 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23058 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -3691141.250000 Penalty: 5098.047363
	Iteration 38Q: 3 clusters Score -3691141 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23079 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -3691138.500000 Penalty: 5098.047363
	Iteration 39Q: 3 clusters Score -3691138 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23101 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -3691140.500000 Penalty: 5098.047363
	Iteration 40F: 3 clusters Score -3691140 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23113 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -3691137.750000 Penalty: 5098.047363
	Iteration 41Q: 3 clusters Score -3691138 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23130 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -3691136.750000 Penalty: 5098.047363
	Iteration 42Q: 3 clusters Score -3691137 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23143 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -3691142.500000 Penalty: 5098.047363
	Iteration 43Q: 3 clusters Score -3691142 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23166 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -3691147.750000 Penalty: 5098.047363
	Iteration 44Q: 3 clusters Score -3691148 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23187 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -3691154.000000 Penalty: 5098.047363
	Iteration 45Q: 3 clusters Score -3691154 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23216 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -3691158.750000 Penalty: 5098.047363
	Iteration 46Q: 3 clusters Score -3691159 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23230 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -3691156.250000 Penalty: 5098.047363
	Iteration 47Q: 3 clusters Score -3691156 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23245 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -3691153.000000 Penalty: 5098.047363
	Iteration 48Q: 3 clusters Score -3691153 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23255 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -3691153.750000 Penalty: 5098.047363
	Iteration 49Q: 3 clusters Score -3691154 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23259 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -3691157.000000 Penalty: 5098.047363
	Iteration 50Q: 3 clusters Score -3691157 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23269 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -3691163.000000 Penalty: 5098.047363
	Iteration 51Q: 3 clusters Score -3691163 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23273 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -3691167.000000 Penalty: 5098.047363
	Iteration 52Q: 3 clusters Score -3691167 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23274 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -3691170.000000 Penalty: 5098.047363
	Iteration 53Q: 3 clusters Score -3691170 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23278 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -3691175.500000 Penalty: 5098.047363
	Iteration 54Q: 3 clusters Score -3691176 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23282 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -3691174.500000 Penalty: 5098.047363
	Iteration 55Q: 3 clusters Score -3691174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23284 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -3691172.750000 Penalty: 5098.047363
	Iteration 56Q: 3 clusters Score -3691173 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23285 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -3691171.500000 Penalty: 5098.047363
	Iteration 57Q: 3 clusters Score -3691172 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23285 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -3691171.500000 Penalty: 5098.047363
	Iteration 58F: 3 clusters Score -3691172 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (9366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Entering Unmasked Estep 
Score: -1180911.250000 Penalty: 2267.920654
	Iteration 0F: 2 clusters Score -1180911 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -1173640.500000 Penalty: 4535.841309
	Iteration 0F: 3 clusters Score -1173640 nChanged 3808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -1175758.375000 Penalty: 4535.841309
	Iteration 1F: 3 clusters Score -1175758 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -1176098.625000 Penalty: 4535.841309
	Iteration 2F: 3 clusters Score -1176099 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -1176307.750000 Penalty: 4535.841309
	Iteration 3F: 3 clusters Score -1176308 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -1176478.000000 Penalty: 4535.841309
	Iteration 4Q: 3 clusters Score -1176478 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -1176641.875000 Penalty: 4535.841309
	Iteration 5Q: 3 clusters Score -1176642 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -1176796.625000 Penalty: 4535.841309
	Iteration 6Q: 3 clusters Score -1176797 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -1176926.125000 Penalty: 4535.841309
	Iteration 7Q: 3 clusters Score -1176926 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -1177040.125000 Penalty: 4535.841309
	Iteration 8Q: 3 clusters Score -1177040 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -1177130.375000 Penalty: 4535.841309
	Iteration 9Q: 3 clusters Score -1177130 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -1177203.875000 Penalty: 4535.841309
	Iteration 10Q: 3 clusters Score -1177204 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -1177268.000000 Penalty: 4535.841309
	Iteration 11Q: 3 clusters Score -1177268 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -1177338.750000 Penalty: 4535.841309
	Iteration 12Q: 3 clusters Score -1177339 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -1177403.250000 Penalty: 4535.841309
	Iteration 13Q: 3 clusters Score -1177403 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -1177465.750000 Penalty: 4535.841309
	Iteration 14Q: 3 clusters Score -1177466 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -1177542.000000 Penalty: 4535.841309
	Iteration 15Q: 3 clusters Score -1177542 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -1177625.875000 Penalty: 4535.841309
	Iteration 16Q: 3 clusters Score -1177626 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -1177703.375000 Penalty: 4535.841309
	Iteration 17Q: 3 clusters Score -1177703 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -1177786.000000 Penalty: 4535.841309
	Iteration 18Q: 3 clusters Score -1177786 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -1177868.875000 Penalty: 4535.841309
	Iteration 19Q: 3 clusters Score -1177869 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -1177966.500000 Penalty: 4535.841309
	Iteration 20F: 3 clusters Score -1177966 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -1178054.125000 Penalty: 4535.841309
	Iteration 21Q: 3 clusters Score -1178054 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -1178149.875000 Penalty: 4535.841309
	Iteration 22Q: 3 clusters Score -1178150 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -1178226.750000 Penalty: 4535.841309
	Iteration 23Q: 3 clusters Score -1178227 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -1178294.250000 Penalty: 4535.841309
	Iteration 24Q: 3 clusters Score -1178294 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -1178352.000000 Penalty: 4535.841309
	Iteration 25Q: 3 clusters Score -1178352 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -1178399.625000 Penalty: 4535.841309
	Iteration 26Q: 3 clusters Score -1178400 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -1178433.250000 Penalty: 4535.841309
	Iteration 27Q: 3 clusters Score -1178433 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -1178453.750000 Penalty: 4535.841309
	Iteration 28Q: 3 clusters Score -1178454 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -1178474.375000 Penalty: 4535.841309
	Iteration 29Q: 3 clusters Score -1178474 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -1178493.375000 Penalty: 4535.841309
	Iteration 30Q: 3 clusters Score -1178493 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -1178503.125000 Penalty: 4535.841309
	Iteration 31Q: 3 clusters Score -1178503 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -1178524.875000 Penalty: 4535.841309
	Iteration 32Q: 3 clusters Score -1178525 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -1178546.500000 Penalty: 4535.841309
	Iteration 33Q: 3 clusters Score -1178546 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -1178565.000000 Penalty: 4535.841309
	Iteration 34Q: 3 clusters Score -1178565 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -1178582.625000 Penalty: 4535.841309
	Iteration 35Q: 3 clusters Score -1178583 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -1178598.875000 Penalty: 4535.841309
	Iteration 36Q: 3 clusters Score -1178599 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -1178609.875000 Penalty: 4535.841309
	Iteration 37Q: 3 clusters Score -1178610 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -1178634.500000 Penalty: 4535.841309
	Iteration 38Q: 3 clusters Score -1178634 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -1178658.625000 Penalty: 4535.841309
	Iteration 39Q: 3 clusters Score -1178659 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -1178676.625000 Penalty: 4535.841309
	Iteration 40F: 3 clusters Score -1178677 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -1178699.875000 Penalty: 4535.841309
	Iteration 41Q: 3 clusters Score -1178700 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -1178724.875000 Penalty: 4535.841309
	Iteration 42Q: 3 clusters Score -1178725 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -1178748.000000 Penalty: 4535.841309
	Iteration 43Q: 3 clusters Score -1178748 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -1178769.625000 Penalty: 4535.841309
	Iteration 44Q: 3 clusters Score -1178770 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -1178788.500000 Penalty: 4535.841309
	Iteration 45Q: 3 clusters Score -1178788 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -1178800.375000 Penalty: 4535.841309
	Iteration 46Q: 3 clusters Score -1178800 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -1178804.250000 Penalty: 4535.841309
	Iteration 47Q: 3 clusters Score -1178804 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -1178808.625000 Penalty: 4535.841309
	Iteration 48Q: 3 clusters Score -1178809 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -1178814.500000 Penalty: 4535.841309
	Iteration 49Q: 3 clusters Score -1178814 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -1178813.500000 Penalty: 4535.841309
	Iteration 50Q: 3 clusters Score -1178814 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -1178816.875000 Penalty: 4535.841309
	Iteration 51Q: 3 clusters Score -1178817 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -1178824.875000 Penalty: 4535.841309
	Iteration 52Q: 3 clusters Score -1178825 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -1178827.750000 Penalty: 4535.841309
	Iteration 53Q: 3 clusters Score -1178828 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -1178828.625000 Penalty: 4535.841309
	Iteration 54Q: 3 clusters Score -1178829 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -1178831.625000 Penalty: 4535.841309
	Iteration 55Q: 3 clusters Score -1178832 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -1178833.000000 Penalty: 4535.841309
	Iteration 56Q: 3 clusters Score -1178833 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -1178838.250000 Penalty: 4535.841309
	Iteration 57Q: 3 clusters Score -1178838 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -1178838.125000 Penalty: 4535.841309
	Iteration 58Q: 3 clusters Score -1178838 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -1178840.500000 Penalty: 4535.841309
	Iteration 59Q: 3 clusters Score -1178840 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -1178842.125000 Penalty: 4535.841309
	Iteration 60F: 3 clusters Score -1178842 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -1178846.875000 Penalty: 4535.841309
	Iteration 61Q: 3 clusters Score -1178847 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -1178850.000000 Penalty: 4535.841309
	Iteration 62Q: 3 clusters Score -1178850 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -1178853.500000 Penalty: 4535.841309
	Iteration 63Q: 3 clusters Score -1178854 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -1178857.750000 Penalty: 4535.841309
	Iteration 64Q: 3 clusters Score -1178858 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -1178863.875000 Penalty: 4535.841309
	Iteration 65Q: 3 clusters Score -1178864 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -1178864.250000 Penalty: 4535.841309
	Iteration 66Q: 3 clusters Score -1178864 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -1178867.250000 Penalty: 4535.841309
	Iteration 67Q: 3 clusters Score -1178867 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -1178868.875000 Penalty: 4535.841309
	Iteration 68Q: 3 clusters Score -1178869 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -1178870.375000 Penalty: 4535.841309
	Iteration 69Q: 3 clusters Score -1178870 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -1178870.000000 Penalty: 4535.841309
	Iteration 70Q: 3 clusters Score -1178870 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -1178868.625000 Penalty: 4535.841309
	Iteration 71Q: 3 clusters Score -1178869 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -1178868.625000 Penalty: 4535.841309
	Iteration 72F: 3 clusters Score -1178869 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (14308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14308 members 
Entering Unmasked Estep 
Score: -1840929.500000 Penalty: 2373.006348
	Iteration 0F: 2 clusters Score -1840930 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -1830603.500000 Penalty: 4746.012695
	Iteration 0F: 3 clusters Score -1830604 nChanged 6093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -1833776.750000 Penalty: 4746.012695
	Iteration 1F: 3 clusters Score -1833777 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -1834110.000000 Penalty: 4746.012695
	Iteration 2F: 3 clusters Score -1834110 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -1834392.000000 Penalty: 4746.012695
	Iteration 3Q: 3 clusters Score -1834392 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -1834669.375000 Penalty: 4746.012695
	Iteration 4Q: 3 clusters Score -1834669 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -1834957.625000 Penalty: 4746.012695
	Iteration 5Q: 3 clusters Score -1834958 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -1835295.875000 Penalty: 4746.012695
	Iteration 6Q: 3 clusters Score -1835296 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
Score: -1835696.625000 Penalty: 4746.012695
	Iteration 7Q: 3 clusters Score -1835697 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 10545 members 
Entering Unmasked Estep 
Score: -1836165.500000 Penalty: 4746.012695
	Iteration 8Q: 3 clusters Score -1836166 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 11150 members 
Entering Unmasked Estep 
Score: -1836632.250000 Penalty: 4746.012695
	Iteration 9Q: 3 clusters Score -1836632 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 11744 members 
Entering Unmasked Estep 
Score: -1837135.125000 Penalty: 4746.012695
	Iteration 10Q: 3 clusters Score -1837135 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 12279 members 
Entering Unmasked Estep 
Score: -1837573.625000 Penalty: 4746.012695
	Iteration 11Q: 3 clusters Score -1837574 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 12697 members 
Entering Unmasked Estep 
Score: -1837934.250000 Penalty: 4746.012695
	Iteration 12Q: 3 clusters Score -1837934 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 13014 members 
Entering Unmasked Estep 
Score: -1838202.375000 Penalty: 4746.012695
	Iteration 13Q: 3 clusters Score -1838202 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 13222 members 
Entering Unmasked Estep 
Score: -1838378.750000 Penalty: 4746.012695
	Iteration 14Q: 3 clusters Score -1838379 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 13367 members 
Entering Unmasked Estep 
Score: -1838502.250000 Penalty: 4746.012695
	Iteration 15Q: 3 clusters Score -1838502 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 13478 members 
Entering Unmasked Estep 
Score: -1838603.875000 Penalty: 4746.012695
	Iteration 16Q: 3 clusters Score -1838604 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 13564 members 
Entering Unmasked Estep 
Score: -1838681.875000 Penalty: 4746.012695
	Iteration 17Q: 3 clusters Score -1838682 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 13616 members 
Entering Unmasked Estep 
Score: -1838732.000000 Penalty: 4746.012695
	Iteration 18Q: 3 clusters Score -1838732 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 13654 members 
Entering Unmasked Estep 
Score: -1838766.375000 Penalty: 4746.012695
	Iteration 19Q: 3 clusters Score -1838766 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 13678 members 
Entering Unmasked Estep 
Score: -1838788.250000 Penalty: 4746.012695
	Iteration 20F: 3 clusters Score -1838788 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 13694 members 
Entering Unmasked Estep 
Score: -1838806.375000 Penalty: 4746.012695
	Iteration 21Q: 3 clusters Score -1838806 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 13708 members 
Entering Unmasked Estep 
Score: -1838818.625000 Penalty: 4746.012695
	Iteration 22Q: 3 clusters Score -1838819 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 13727 members 
Entering Unmasked Estep 
Score: -1838834.250000 Penalty: 4746.012695
	Iteration 23Q: 3 clusters Score -1838834 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 13743 members 
Entering Unmasked Estep 
Score: -1838848.625000 Penalty: 4746.012695
	Iteration 24Q: 3 clusters Score -1838849 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 13754 members 
Entering Unmasked Estep 
Score: -1838865.875000 Penalty: 4746.012695
	Iteration 25Q: 3 clusters Score -1838866 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 13761 members 
Entering Unmasked Estep 
Score: -1838871.375000 Penalty: 4746.012695
	Iteration 26Q: 3 clusters Score -1838871 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 13766 members 
Entering Unmasked Estep 
Score: -1838879.000000 Penalty: 4746.012695
	Iteration 27Q: 3 clusters Score -1838879 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 13770 members 
Entering Unmasked Estep 
Score: -1838877.000000 Penalty: 4746.012695
	Iteration 28Q: 3 clusters Score -1838877 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 13773 members 
Entering Unmasked Estep 
Score: -1838877.625000 Penalty: 4746.012695
	Iteration 29Q: 3 clusters Score -1838878 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 13776 members 
Entering Unmasked Estep 
Score: -1838883.250000 Penalty: 4746.012695
	Iteration 30Q: 3 clusters Score -1838883 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 13780 members 
Entering Unmasked Estep 
Score: -1838888.875000 Penalty: 4746.012695
	Iteration 31Q: 3 clusters Score -1838889 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 13781 members 
Entering Unmasked Estep 
Score: -1838889.500000 Penalty: 4746.012695
	Iteration 32Q: 3 clusters Score -1838890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 13783 members 
Entering Unmasked Estep 
Score: -1838893.250000 Penalty: 4746.012695
	Iteration 33Q: 3 clusters Score -1838893 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 13784 members 
Entering Unmasked Estep 
Score: -1838893.875000 Penalty: 4746.012695
	Iteration 34Q: 3 clusters Score -1838894 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 13785 members 
Entering Unmasked Estep 
Score: -1838894.500000 Penalty: 4746.012695
	Iteration 35Q: 3 clusters Score -1838894 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 13788 members 
Entering Unmasked Estep 
Score: -1838895.125000 Penalty: 4746.012695
	Iteration 36Q: 3 clusters Score -1838895 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 13791 members 
Entering Unmasked Estep 
Score: -1838896.500000 Penalty: 4746.012695
	Iteration 37Q: 3 clusters Score -1838896 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 13794 members 
Entering Unmasked Estep 
Score: -1838904.875000 Penalty: 4746.012695
	Iteration 38Q: 3 clusters Score -1838905 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 13802 members 
Entering Unmasked Estep 
Score: -1838910.875000 Penalty: 4746.012695
	Iteration 39Q: 3 clusters Score -1838911 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 13802 members 
Entering Unmasked Estep 
Score: -1838913.875000 Penalty: 4746.012695
	Iteration 40F: 3 clusters Score -1838914 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (61584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61584 members 
Entering Unmasked Estep 
Score: -7828901.500000 Penalty: 2734.982910
	Iteration 0F: 2 clusters Score -7828902 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30736 members 
Mstep: Class 2 contains 30848 members 
Entering Unmasked Estep 
Score: -7787416.500000 Penalty: 5469.965820
	Iteration 0F: 3 clusters Score -7787416 nChanged 28655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30363 members 
Mstep: Class 2 contains 31221 members 
Entering Unmasked Estep 
Score: -7803683.500000 Penalty: 5469.965820
	Iteration 1F: 3 clusters Score -7803684 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30196 members 
Mstep: Class 2 contains 31388 members 
Entering Unmasked Estep 
Score: -7804416.000000 Penalty: 5469.965820
	Iteration 2Q: 3 clusters Score -7804416 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29910 members 
Mstep: Class 2 contains 31674 members 
Entering Unmasked Estep 
Score: -7805232.500000 Penalty: 5469.965820
	Iteration 3Q: 3 clusters Score -7805232 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29372 members 
Mstep: Class 2 contains 32212 members 
Entering Unmasked Estep 
Score: -7806198.500000 Penalty: 5469.965820
	Iteration 4Q: 3 clusters Score -7806198 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28585 members 
Mstep: Class 2 contains 32999 members 
Entering Unmasked Estep 
Score: -7807273.500000 Penalty: 5469.965820
	Iteration 5Q: 3 clusters Score -7807274 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27464 members 
Mstep: Class 2 contains 34120 members 
Entering Unmasked Estep 
Score: -7808596.000000 Penalty: 5469.965820
	Iteration 6Q: 3 clusters Score -7808596 nChanged 3222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25836 members 
Mstep: Class 2 contains 35748 members 
Entering Unmasked Estep 
Score: -7810295.000000 Penalty: 5469.965820
	Iteration 7F: 3 clusters Score -7810295 nChanged 3559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23639 members 
Mstep: Class 2 contains 37945 members 
Entering Unmasked Estep 
Score: -7812544.500000 Penalty: 5469.965820
	Iteration 8F: 3 clusters Score -7812544 nChanged 3747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21020 members 
Mstep: Class 2 contains 40564 members 
Entering Unmasked Estep 
Score: -7815235.000000 Penalty: 5469.965820
	Iteration 9F: 3 clusters Score -7815235 nChanged 3643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18401 members 
Mstep: Class 2 contains 43183 members 
Entering Unmasked Estep 
Score: -7818066.500000 Penalty: 5469.965820
	Iteration 10F: 3 clusters Score -7818066 nChanged 3070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16235 members 
Mstep: Class 2 contains 45349 members 
Entering Unmasked Estep 
Score: -7820298.000000 Penalty: 5469.965820
	Iteration 11Q: 3 clusters Score -7820298 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14529 members 
Mstep: Class 2 contains 47055 members 
Entering Unmasked Estep 
Score: -7821794.500000 Penalty: 5469.965820
	Iteration 12Q: 3 clusters Score -7821794 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13149 members 
Mstep: Class 2 contains 48435 members 
Entering Unmasked Estep 
Score: -7822690.000000 Penalty: 5469.965820
	Iteration 13Q: 3 clusters Score -7822690 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11958 members 
Mstep: Class 2 contains 49626 members 
Entering Unmasked Estep 
Score: -7823298.000000 Penalty: 5469.965820
	Iteration 14Q: 3 clusters Score -7823298 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10965 members 
Mstep: Class 2 contains 50619 members 
Entering Unmasked Estep 
Score: -7823737.500000 Penalty: 5469.965820
	Iteration 15Q: 3 clusters Score -7823738 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10057 members 
Mstep: Class 2 contains 51527 members 
Entering Unmasked Estep 
Score: -7824126.500000 Penalty: 5469.965820
	Iteration 16Q: 3 clusters Score -7824126 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 52360 members 
Entering Unmasked Estep 
Score: -7824422.500000 Penalty: 5469.965820
	Iteration 17Q: 3 clusters Score -7824422 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 53172 members 
Entering Unmasked Estep 
Score: -7824775.500000 Penalty: 5469.965820
	Iteration 18Q: 3 clusters Score -7824776 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 53916 members 
Entering Unmasked Estep 
Score: -7825061.000000 Penalty: 5469.965820
	Iteration 19Q: 3 clusters Score -7825061 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 54580 members 
Entering Unmasked Estep 
Score: -7825348.000000 Penalty: 5469.965820
	Iteration 20F: 3 clusters Score -7825348 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 55149 members 
Entering Unmasked Estep 
Score: -7825530.000000 Penalty: 5469.965820
	Iteration 21Q: 3 clusters Score -7825530 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 55643 members 
Entering Unmasked Estep 
Score: -7825730.500000 Penalty: 5469.965820
	Iteration 22Q: 3 clusters Score -7825730 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 56093 members 
Entering Unmasked Estep 
Score: -7825911.500000 Penalty: 5469.965820
	Iteration 23Q: 3 clusters Score -7825912 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 56474 members 
Entering Unmasked Estep 
Score: -7826022.000000 Penalty: 5469.965820
	Iteration 24Q: 3 clusters Score -7826022 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 56817 members 
Entering Unmasked Estep 
Score: -7826140.500000 Penalty: 5469.965820
	Iteration 25Q: 3 clusters Score -7826140 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 57126 members 
Entering Unmasked Estep 
Score: -7826234.500000 Penalty: 5469.965820
	Iteration 26Q: 3 clusters Score -7826234 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 57408 members 
Entering Unmasked Estep 
Score: -7826316.000000 Penalty: 5469.965820
	Iteration 27Q: 3 clusters Score -7826316 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 57670 members 
Entering Unmasked Estep 
Score: -7826421.000000 Penalty: 5469.965820
	Iteration 28Q: 3 clusters Score -7826421 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 57915 members 
Entering Unmasked Estep 
Score: -7826520.000000 Penalty: 5469.965820
	Iteration 29Q: 3 clusters Score -7826520 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 58119 members 
Entering Unmasked Estep 
Score: -7826607.000000 Penalty: 5469.965820
	Iteration 30Q: 3 clusters Score -7826607 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 58294 members 
Entering Unmasked Estep 
Score: -7826655.000000 Penalty: 5469.965820
	Iteration 31Q: 3 clusters Score -7826655 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 58440 members 
Entering Unmasked Estep 
Score: -7826708.500000 Penalty: 5469.965820
	Iteration 32Q: 3 clusters Score -7826708 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 58574 members 
Entering Unmasked Estep 
Score: -7826753.000000 Penalty: 5469.965820
	Iteration 33Q: 3 clusters Score -7826753 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 58696 members 
Entering Unmasked Estep 
Score: -7826765.500000 Penalty: 5469.965820
	Iteration 34Q: 3 clusters Score -7826766 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 58792 members 
Entering Unmasked Estep 
Score: -7826785.500000 Penalty: 5469.965820
	Iteration 35Q: 3 clusters Score -7826786 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 58877 members 
Entering Unmasked Estep 
Score: -7826808.500000 Penalty: 5469.965820
	Iteration 36Q: 3 clusters Score -7826808 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 58949 members 
Entering Unmasked Estep 
Score: -7826825.000000 Penalty: 5469.965820
	Iteration 37Q: 3 clusters Score -7826825 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 59013 members 
Entering Unmasked Estep 
Score: -7826842.000000 Penalty: 5469.965820
	Iteration 38Q: 3 clusters Score -7826842 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 59078 members 
Entering Unmasked Estep 
Score: -7826850.000000 Penalty: 5469.965820
	Iteration 39Q: 3 clusters Score -7826850 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 59137 members 
Entering Unmasked Estep 
Score: -7826876.000000 Penalty: 5469.965820
	Iteration 40F: 3 clusters Score -7826876 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 59185 members 
Entering Unmasked Estep 
Score: -7826888.000000 Penalty: 5469.965820
	Iteration 41Q: 3 clusters Score -7826888 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 59228 members 
Entering Unmasked Estep 
Score: -7826889.000000 Penalty: 5469.965820
	Iteration 42Q: 3 clusters Score -7826889 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 59271 members 
Entering Unmasked Estep 
Score: -7826898.500000 Penalty: 5469.965820
	Iteration 43Q: 3 clusters Score -7826898 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 59300 members 
Entering Unmasked Estep 
Score: -7826908.000000 Penalty: 5469.965820
	Iteration 44Q: 3 clusters Score -7826908 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 59328 members 
Entering Unmasked Estep 
Score: -7826908.000000 Penalty: 5469.965820
	Iteration 45Q: 3 clusters Score -7826908 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 59354 members 
Entering Unmasked Estep 
Score: -7826915.500000 Penalty: 5469.965820
	Iteration 46Q: 3 clusters Score -7826916 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 59380 members 
Entering Unmasked Estep 
Score: -7826912.500000 Penalty: 5469.965820
	Iteration 47Q: 3 clusters Score -7826912 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 59413 members 
Entering Unmasked Estep 
Score: -7826926.000000 Penalty: 5469.965820
	Iteration 48Q: 3 clusters Score -7826926 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 59449 members 
Entering Unmasked Estep 
Score: -7826947.500000 Penalty: 5469.965820
	Iteration 49Q: 3 clusters Score -7826948 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 59484 members 
Entering Unmasked Estep 
Score: -7826946.000000 Penalty: 5469.965820
	Iteration 50Q: 3 clusters Score -7826946 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 59515 members 
Entering Unmasked Estep 
Score: -7826954.500000 Penalty: 5469.965820
	Iteration 51Q: 3 clusters Score -7826954 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 59546 members 
Entering Unmasked Estep 
Score: -7826969.000000 Penalty: 5469.965820
	Iteration 52Q: 3 clusters Score -7826969 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 59566 members 
Entering Unmasked Estep 
Score: -7826974.000000 Penalty: 5469.965820
	Iteration 53Q: 3 clusters Score -7826974 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 59581 members 
Entering Unmasked Estep 
Score: -7826985.500000 Penalty: 5469.965820
	Iteration 54Q: 3 clusters Score -7826986 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 59598 members 
Entering Unmasked Estep 
Score: -7826997.500000 Penalty: 5469.965820
	Iteration 55Q: 3 clusters Score -7826998 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 59615 members 
Entering Unmasked Estep 
Score: -7826996.500000 Penalty: 5469.965820
	Iteration 56Q: 3 clusters Score -7826996 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 59628 members 
Entering Unmasked Estep 
Score: -7826992.000000 Penalty: 5469.965820
	Iteration 57Q: 3 clusters Score -7826992 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 59635 members 
Entering Unmasked Estep 
Score: -7826992.000000 Penalty: 5469.965820
	Iteration 58Q: 3 clusters Score -7826992 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 59642 members 
Entering Unmasked Estep 
Score: -7826994.000000 Penalty: 5469.965820
	Iteration 59Q: 3 clusters Score -7826994 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 59653 members 
Entering Unmasked Estep 
Score: -7826993.500000 Penalty: 5469.965820
	Iteration 60F: 3 clusters Score -7826994 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 59667 members 
Entering Unmasked Estep 
Score: -7827002.500000 Penalty: 5469.965820
	Iteration 61Q: 3 clusters Score -7827002 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 59682 members 
Entering Unmasked Estep 
Score: -7827009.000000 Penalty: 5469.965820
	Iteration 62Q: 3 clusters Score -7827009 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 59698 members 
Entering Unmasked Estep 
Score: -7827012.000000 Penalty: 5469.965820
	Iteration 63Q: 3 clusters Score -7827012 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 59712 members 
Entering Unmasked Estep 
Score: -7827003.500000 Penalty: 5469.965820
	Iteration 64Q: 3 clusters Score -7827004 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 59715 members 
Entering Unmasked Estep 
Score: -7827007.500000 Penalty: 5469.965820
	Iteration 65Q: 3 clusters Score -7827008 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 59725 members 
Entering Unmasked Estep 
Score: -7826999.500000 Penalty: 5469.965820
	Iteration 66Q: 3 clusters Score -7827000 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 59732 members 
Entering Unmasked Estep 
Score: -7827003.500000 Penalty: 5469.965820
	Iteration 67Q: 3 clusters Score -7827004 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 59738 members 
Entering Unmasked Estep 
Score: -7827003.500000 Penalty: 5469.965820
	Iteration 68Q: 3 clusters Score -7827004 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 59741 members 
Entering Unmasked Estep 
Score: -7826997.500000 Penalty: 5469.965820
	Iteration 69Q: 3 clusters Score -7826998 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 59749 members 
Entering Unmasked Estep 
Score: -7827005.000000 Penalty: 5469.965820
	Iteration 70Q: 3 clusters Score -7827005 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 59760 members 
Entering Unmasked Estep 
Score: -7827012.500000 Penalty: 5469.965820
	Iteration 71Q: 3 clusters Score -7827012 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 59771 members 
Entering Unmasked Estep 
Score: -7827013.000000 Penalty: 5469.965820
	Iteration 72Q: 3 clusters Score -7827013 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 59777 members 
Entering Unmasked Estep 
Score: -7827013.500000 Penalty: 5469.965820
	Iteration 73Q: 3 clusters Score -7827014 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 59786 members 
Entering Unmasked Estep 
Score: -7827012.500000 Penalty: 5469.965820
	Iteration 74Q: 3 clusters Score -7827012 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 59794 members 
Entering Unmasked Estep 
Score: -7827014.500000 Penalty: 5469.965820
	Iteration 75Q: 3 clusters Score -7827014 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 59801 members 
Entering Unmasked Estep 
Score: -7827009.000000 Penalty: 5469.965820
	Iteration 76Q: 3 clusters Score -7827009 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 59807 members 
Entering Unmasked Estep 
Score: -7827016.000000 Penalty: 5469.965820
	Iteration 77Q: 3 clusters Score -7827016 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 59811 members 
Entering Unmasked Estep 
Score: -7827018.000000 Penalty: 5469.965820
	Iteration 78Q: 3 clusters Score -7827018 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 59814 members 
Entering Unmasked Estep 
Score: -7827024.000000 Penalty: 5469.965820
	Iteration 79Q: 3 clusters Score -7827024 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 59818 members 
Entering Unmasked Estep 
Score: -7827025.000000 Penalty: 5469.965820
	Iteration 80F: 3 clusters Score -7827025 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 59821 members 
Entering Unmasked Estep 
Score: -7827021.000000 Penalty: 5469.965820
	Iteration 81Q: 3 clusters Score -7827021 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 59822 members 
Entering Unmasked Estep 
Score: -7827021.000000 Penalty: 5469.965820
	Iteration 82Q: 3 clusters Score -7827021 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 59823 members 
Entering Unmasked Estep 
Score: -7827026.000000 Penalty: 5469.965820
	Iteration 83Q: 3 clusters Score -7827026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 59823 members 
Entering Unmasked Estep 
Score: -7827031.500000 Penalty: 5469.965820
	Iteration 84Q: 3 clusters Score -7827032 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 59826 members 
Entering Unmasked Estep 
Score: -7827013.000000 Penalty: 5469.965820
	Iteration 85Q: 3 clusters Score -7827013 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 59830 members 
Entering Unmasked Estep 
Score: -7827023.500000 Penalty: 5469.965820
	Iteration 86Q: 3 clusters Score -7827024 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 59834 members 
Entering Unmasked Estep 
Score: -7827026.000000 Penalty: 5469.965820
	Iteration 87Q: 3 clusters Score -7827026 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 59838 members 
Entering Unmasked Estep 
Score: -7827029.500000 Penalty: 5469.965820
	Iteration 88Q: 3 clusters Score -7827030 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 59842 members 
Entering Unmasked Estep 
Score: -7827029.000000 Penalty: 5469.965820
	Iteration 89Q: 3 clusters Score -7827029 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 59848 members 
Entering Unmasked Estep 
Score: -7827028.500000 Penalty: 5469.965820
	Iteration 90Q: 3 clusters Score -7827028 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 59852 members 
Entering Unmasked Estep 
Score: -7827032.000000 Penalty: 5469.965820
	Iteration 91Q: 3 clusters Score -7827032 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 59855 members 
Entering Unmasked Estep 
Score: -7827034.000000 Penalty: 5469.965820
	Iteration 92Q: 3 clusters Score -7827034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 59857 members 
Entering Unmasked Estep 
Score: -7827030.000000 Penalty: 5469.965820
	Iteration 93Q: 3 clusters Score -7827030 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 59858 members 
Entering Unmasked Estep 
Score: -7827031.500000 Penalty: 5469.965820
	Iteration 94Q: 3 clusters Score -7827032 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 59858 members 
Entering Unmasked Estep 
Score: -7827031.500000 Penalty: 5469.965820
	Iteration 95F: 3 clusters Score -7827032 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (10998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10998 members 
Entering Unmasked Estep 
Score: -1389689.125000 Penalty: 2307.756104
	Iteration 0F: 2 clusters Score -1389689 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -1381436.875000 Penalty: 4615.512207
	Iteration 0F: 3 clusters Score -1381437 nChanged 4591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -1383935.625000 Penalty: 4615.512207
	Iteration 1F: 3 clusters Score -1383936 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -1384302.125000 Penalty: 4615.512207
	Iteration 2F: 3 clusters Score -1384302 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -1384663.000000 Penalty: 4615.512207
	Iteration 3F: 3 clusters Score -1384663 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -1385036.125000 Penalty: 4615.512207
	Iteration 4F: 3 clusters Score -1385036 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -1385427.250000 Penalty: 4615.512207
	Iteration 5F: 3 clusters Score -1385427 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -1385878.750000 Penalty: 4615.512207
	Iteration 6F: 3 clusters Score -1385879 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -1386380.250000 Penalty: 4615.512207
	Iteration 7F: 3 clusters Score -1386380 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -1387031.625000 Penalty: 4615.512207
	Iteration 8F: 3 clusters Score -1387032 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -1387730.875000 Penalty: 4615.512207
	Iteration 9F: 3 clusters Score -1387731 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -1388174.625000 Penalty: 4615.512207
	Iteration 10Q: 3 clusters Score -1388175 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -1388364.375000 Penalty: 4615.512207
	Iteration 11Q: 3 clusters Score -1388364 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -1388451.125000 Penalty: 4615.512207
	Iteration 12Q: 3 clusters Score -1388451 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -1388488.875000 Penalty: 4615.512207
	Iteration 13Q: 3 clusters Score -1388489 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -1388510.250000 Penalty: 4615.512207
	Iteration 14Q: 3 clusters Score -1388510 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -1388534.250000 Penalty: 4615.512207
	Iteration 15Q: 3 clusters Score -1388534 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -1388547.250000 Penalty: 4615.512207
	Iteration 16Q: 3 clusters Score -1388547 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -1388557.500000 Penalty: 4615.512207
	Iteration 17Q: 3 clusters Score -1388558 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -1388570.000000 Penalty: 4615.512207
	Iteration 18Q: 3 clusters Score -1388570 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -1388577.125000 Penalty: 4615.512207
	Iteration 19Q: 3 clusters Score -1388577 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -1388582.750000 Penalty: 4615.512207
	Iteration 20F: 3 clusters Score -1388583 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -1388581.750000 Penalty: 4615.512207
	Iteration 21Q: 3 clusters Score -1388582 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -1388586.625000 Penalty: 4615.512207
	Iteration 22Q: 3 clusters Score -1388587 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -1388585.875000 Penalty: 4615.512207
	Iteration 23Q: 3 clusters Score -1388586 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -1388586.000000 Penalty: 4615.512207
	Iteration 24Q: 3 clusters Score -1388586 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -1388587.500000 Penalty: 4615.512207
	Iteration 25Q: 3 clusters Score -1388588 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -1388587.125000 Penalty: 4615.512207
	Iteration 26Q: 3 clusters Score -1388587 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -1388585.250000 Penalty: 4615.512207
	Iteration 27Q: 3 clusters Score -1388585 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -1388587.000000 Penalty: 4615.512207
	Iteration 28Q: 3 clusters Score -1388587 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -1388587.000000 Penalty: 4615.512207
	Iteration 29F: 3 clusters Score -1388587 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (16567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16567 members 
Entering Unmasked Estep 
Score: -1935053.500000 Penalty: 2409.361572
	Iteration 0F: 2 clusters Score -1935054 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -1923256.500000 Penalty: 4818.723145
	Iteration 0F: 3 clusters Score -1923256 nChanged 7116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -1927151.125000 Penalty: 4818.723145
	Iteration 1F: 3 clusters Score -1927151 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -1927857.500000 Penalty: 4818.723145
	Iteration 2F: 3 clusters Score -1927858 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10350 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -1928597.125000 Penalty: 4818.723145
	Iteration 3F: 3 clusters Score -1928597 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11015 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -1929339.750000 Penalty: 4818.723145
	Iteration 4F: 3 clusters Score -1929340 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11704 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -1930053.375000 Penalty: 4818.723145
	Iteration 5F: 3 clusters Score -1930053 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12445 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -1930771.375000 Penalty: 4818.723145
	Iteration 6F: 3 clusters Score -1930771 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13101 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -1931347.750000 Penalty: 4818.723145
	Iteration 7Q: 3 clusters Score -1931348 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13674 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -1931855.750000 Penalty: 4818.723145
	Iteration 8Q: 3 clusters Score -1931856 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14120 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -1932277.625000 Penalty: 4818.723145
	Iteration 9Q: 3 clusters Score -1932278 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14448 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -1932585.375000 Penalty: 4818.723145
	Iteration 10Q: 3 clusters Score -1932585 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14681 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -1932798.500000 Penalty: 4818.723145
	Iteration 11Q: 3 clusters Score -1932798 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14840 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -1932937.000000 Penalty: 4818.723145
	Iteration 12Q: 3 clusters Score -1932937 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14936 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -1933013.500000 Penalty: 4818.723145
	Iteration 13Q: 3 clusters Score -1933014 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15014 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -1933080.750000 Penalty: 4818.723145
	Iteration 14Q: 3 clusters Score -1933081 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15088 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -1933143.500000 Penalty: 4818.723145
	Iteration 15Q: 3 clusters Score -1933144 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15148 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -1933193.250000 Penalty: 4818.723145
	Iteration 16Q: 3 clusters Score -1933193 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15202 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -1933236.500000 Penalty: 4818.723145
	Iteration 17Q: 3 clusters Score -1933236 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15244 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -1933266.500000 Penalty: 4818.723145
	Iteration 18Q: 3 clusters Score -1933266 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15281 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -1933285.625000 Penalty: 4818.723145
	Iteration 19Q: 3 clusters Score -1933286 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15318 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -1933300.000000 Penalty: 4818.723145
	Iteration 20F: 3 clusters Score -1933300 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15332 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -1933312.875000 Penalty: 4818.723145
	Iteration 21Q: 3 clusters Score -1933313 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15349 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1933325.875000 Penalty: 4818.723145
	Iteration 22Q: 3 clusters Score -1933326 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15369 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -1933344.125000 Penalty: 4818.723145
	Iteration 23Q: 3 clusters Score -1933344 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15396 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -1933358.625000 Penalty: 4818.723145
	Iteration 24Q: 3 clusters Score -1933359 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15417 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -1933372.250000 Penalty: 4818.723145
	Iteration 25Q: 3 clusters Score -1933372 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15435 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1933381.000000 Penalty: 4818.723145
	Iteration 26Q: 3 clusters Score -1933381 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15448 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -1933388.250000 Penalty: 4818.723145
	Iteration 27Q: 3 clusters Score -1933388 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15456 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1933391.875000 Penalty: 4818.723145
	Iteration 28Q: 3 clusters Score -1933392 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15464 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -1933393.875000 Penalty: 4818.723145
	Iteration 29Q: 3 clusters Score -1933394 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15466 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -1933398.000000 Penalty: 4818.723145
	Iteration 30Q: 3 clusters Score -1933398 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15469 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -1933401.125000 Penalty: 4818.723145
	Iteration 31Q: 3 clusters Score -1933401 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15470 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -1933398.375000 Penalty: 4818.723145
	Iteration 32Q: 3 clusters Score -1933398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15470 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -1933400.500000 Penalty: 4818.723145
	Iteration 33Q: 3 clusters Score -1933400 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15470 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -1933400.500000 Penalty: 4818.723145
	Iteration 34F: 3 clusters Score -1933400 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Entering Unmasked Estep 
Score: -374975.875000 Penalty: 1984.999756
	Iteration 0F: 2 clusters Score -374975.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -371740.937500 Penalty: 3969.999512
	Iteration 0F: 3 clusters Score -371740.9 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -372392.906250 Penalty: 3969.999512
	Iteration 1F: 3 clusters Score -372392.9 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -372559.125000 Penalty: 3969.999512
	Iteration 2F: 3 clusters Score -372559.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -372649.656250 Penalty: 3969.999512
	Iteration 3Q: 3 clusters Score -372649.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -372701.593750 Penalty: 3969.999512
	Iteration 4Q: 3 clusters Score -372701.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -372735.031250 Penalty: 3969.999512
	Iteration 5Q: 3 clusters Score -372735 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -372760.750000 Penalty: 3969.999512
	Iteration 6Q: 3 clusters Score -372760.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -372778.781250 Penalty: 3969.999512
	Iteration 7Q: 3 clusters Score -372778.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -372791.250000 Penalty: 3969.999512
	Iteration 8Q: 3 clusters Score -372791.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -372803.937500 Penalty: 3969.999512
	Iteration 9Q: 3 clusters Score -372803.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -372817.718750 Penalty: 3969.999512
	Iteration 10Q: 3 clusters Score -372817.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -372830.750000 Penalty: 3969.999512
	Iteration 11Q: 3 clusters Score -372830.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -372843.218750 Penalty: 3969.999512
	Iteration 12Q: 3 clusters Score -372843.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -372853.875000 Penalty: 3969.999512
	Iteration 13Q: 3 clusters Score -372853.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -372867.125000 Penalty: 3969.999512
	Iteration 14Q: 3 clusters Score -372867.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -372880.718750 Penalty: 3969.999512
	Iteration 15Q: 3 clusters Score -372880.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -372896.500000 Penalty: 3969.999512
	Iteration 16Q: 3 clusters Score -372896.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -372907.687500 Penalty: 3969.999512
	Iteration 17Q: 3 clusters Score -372907.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -372919.406250 Penalty: 3969.999512
	Iteration 18Q: 3 clusters Score -372919.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -372929.750000 Penalty: 3969.999512
	Iteration 19Q: 3 clusters Score -372929.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -372936.718750 Penalty: 3969.999512
	Iteration 20F: 3 clusters Score -372936.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -372941.906250 Penalty: 3969.999512
	Iteration 21Q: 3 clusters Score -372941.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -372946.125000 Penalty: 3969.999512
	Iteration 22Q: 3 clusters Score -372946.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -372949.343750 Penalty: 3969.999512
	Iteration 23Q: 3 clusters Score -372949.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -372952.593750 Penalty: 3969.999512
	Iteration 24Q: 3 clusters Score -372952.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -372953.312500 Penalty: 3969.999512
	Iteration 25Q: 3 clusters Score -372953.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -372955.312500 Penalty: 3969.999512
	Iteration 26Q: 3 clusters Score -372955.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -372956.187500 Penalty: 3969.999512
	Iteration 27Q: 3 clusters Score -372956.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -372958.781250 Penalty: 3969.999512
	Iteration 28Q: 3 clusters Score -372958.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -372961.656250 Penalty: 3969.999512
	Iteration 29Q: 3 clusters Score -372961.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -372962.187500 Penalty: 3969.999512
	Iteration 30Q: 3 clusters Score -372962.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -372963.937500 Penalty: 3969.999512
	Iteration 31Q: 3 clusters Score -372963.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -372966.312500 Penalty: 3969.999512
	Iteration 32Q: 3 clusters Score -372966.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -372966.875000 Penalty: 3969.999512
	Iteration 33Q: 3 clusters Score -372966.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -372967.968750 Penalty: 3969.999512
	Iteration 34Q: 3 clusters Score -372968 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -372968.812500 Penalty: 3969.999512
	Iteration 35Q: 3 clusters Score -372968.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -372970.781250 Penalty: 3969.999512
	Iteration 36Q: 3 clusters Score -372970.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -372973.281250 Penalty: 3969.999512
	Iteration 37Q: 3 clusters Score -372973.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -372976.250000 Penalty: 3969.999512
	Iteration 38Q: 3 clusters Score -372976.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -372979.187500 Penalty: 3969.999512
	Iteration 39Q: 3 clusters Score -372979.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -372982.625000 Penalty: 3969.999512
	Iteration 40F: 3 clusters Score -372982.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -372990.656250 Penalty: 3969.999512
	Iteration 41Q: 3 clusters Score -372990.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -372997.968750 Penalty: 3969.999512
	Iteration 42Q: 3 clusters Score -372998 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -373001.437500 Penalty: 3969.999512
	Iteration 43Q: 3 clusters Score -373001.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -373004.687500 Penalty: 3969.999512
	Iteration 44Q: 3 clusters Score -373004.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -373007.156250 Penalty: 3969.999512
	Iteration 45Q: 3 clusters Score -373007.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -373008.187500 Penalty: 3969.999512
	Iteration 46Q: 3 clusters Score -373008.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -373009.187500 Penalty: 3969.999512
	Iteration 47Q: 3 clusters Score -373009.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -373011.250000 Penalty: 3969.999512
	Iteration 48Q: 3 clusters Score -373011.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -373012.375000 Penalty: 3969.999512
	Iteration 49Q: 3 clusters Score -373012.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -373015.687500 Penalty: 3969.999512
	Iteration 50Q: 3 clusters Score -373015.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -373017.312500 Penalty: 3969.999512
	Iteration 51Q: 3 clusters Score -373017.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -373017.312500 Penalty: 3969.999512
	Iteration 52F: 3 clusters Score -373017.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Entering Unmasked Estep 
Score: -321945.593750 Penalty: 1947.212036
	Iteration 0F: 2 clusters Score -321945.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -318980.562500 Penalty: 3894.424072
	Iteration 0F: 3 clusters Score -318980.6 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -319557.000000 Penalty: 3894.424072
	Iteration 1F: 3 clusters Score -319557 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -319705.250000 Penalty: 3894.424072
	Iteration 2F: 3 clusters Score -319705.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -319806.843750 Penalty: 3894.424072
	Iteration 3Q: 3 clusters Score -319806.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -319893.906250 Penalty: 3894.424072
	Iteration 4Q: 3 clusters Score -319893.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -319946.093750 Penalty: 3894.424072
	Iteration 5Q: 3 clusters Score -319946.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -319976.250000 Penalty: 3894.424072
	Iteration 6Q: 3 clusters Score -319976.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -319995.156250 Penalty: 3894.424072
	Iteration 7Q: 3 clusters Score -319995.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -320020.718750 Penalty: 3894.424072
	Iteration 8Q: 3 clusters Score -320020.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -320042.812500 Penalty: 3894.424072
	Iteration 9Q: 3 clusters Score -320042.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -320062.312500 Penalty: 3894.424072
	Iteration 10Q: 3 clusters Score -320062.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -320077.281250 Penalty: 3894.424072
	Iteration 11Q: 3 clusters Score -320077.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -320093.000000 Penalty: 3894.424072
	Iteration 12Q: 3 clusters Score -320093 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -320110.562500 Penalty: 3894.424072
	Iteration 13Q: 3 clusters Score -320110.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -320128.375000 Penalty: 3894.424072
	Iteration 14Q: 3 clusters Score -320128.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -320136.500000 Penalty: 3894.424072
	Iteration 15Q: 3 clusters Score -320136.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -320146.718750 Penalty: 3894.424072
	Iteration 16Q: 3 clusters Score -320146.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -320155.406250 Penalty: 3894.424072
	Iteration 17Q: 3 clusters Score -320155.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -320160.968750 Penalty: 3894.424072
	Iteration 18Q: 3 clusters Score -320161 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -320167.718750 Penalty: 3894.424072
	Iteration 19Q: 3 clusters Score -320167.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -320172.812500 Penalty: 3894.424072
	Iteration 20F: 3 clusters Score -320172.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -320178.625000 Penalty: 3894.424072
	Iteration 21Q: 3 clusters Score -320178.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -320185.312500 Penalty: 3894.424072
	Iteration 22Q: 3 clusters Score -320185.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -320195.500000 Penalty: 3894.424072
	Iteration 23Q: 3 clusters Score -320195.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -320198.656250 Penalty: 3894.424072
	Iteration 24Q: 3 clusters Score -320198.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -320202.781250 Penalty: 3894.424072
	Iteration 25Q: 3 clusters Score -320202.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -320208.375000 Penalty: 3894.424072
	Iteration 26Q: 3 clusters Score -320208.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -320217.250000 Penalty: 3894.424072
	Iteration 27Q: 3 clusters Score -320217.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -320224.875000 Penalty: 3894.424072
	Iteration 28Q: 3 clusters Score -320224.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -320229.312500 Penalty: 3894.424072
	Iteration 29Q: 3 clusters Score -320229.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -320231.750000 Penalty: 3894.424072
	Iteration 30Q: 3 clusters Score -320231.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -320233.843750 Penalty: 3894.424072
	Iteration 31Q: 3 clusters Score -320233.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -320236.250000 Penalty: 3894.424072
	Iteration 32Q: 3 clusters Score -320236.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -320240.843750 Penalty: 3894.424072
	Iteration 33Q: 3 clusters Score -320240.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -320242.750000 Penalty: 3894.424072
	Iteration 34Q: 3 clusters Score -320242.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -320244.593750 Penalty: 3894.424072
	Iteration 35Q: 3 clusters Score -320244.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -320245.781250 Penalty: 3894.424072
	Iteration 36Q: 3 clusters Score -320245.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -320247.343750 Penalty: 3894.424072
	Iteration 37Q: 3 clusters Score -320247.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -320247.812500 Penalty: 3894.424072
	Iteration 38Q: 3 clusters Score -320247.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -320247.812500 Penalty: 3894.424072
	Iteration 39F: 3 clusters Score -320247.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (18665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18665 members 
Entering Unmasked Estep 
Score: -2166219.750000 Penalty: 2438.932373
	Iteration 0F: 2 clusters Score -2166220 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -2153088.000000 Penalty: 4877.864746
	Iteration 0F: 3 clusters Score -2153088 nChanged 8063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 10470 members 
Entering Unmasked Estep 
Score: -2157609.000000 Penalty: 4877.864746
	Iteration 1F: 3 clusters Score -2157609 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 11053 members 
Entering Unmasked Estep 
Score: -2158604.500000 Penalty: 4877.864746
	Iteration 2F: 3 clusters Score -2158604 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 11700 members 
Entering Unmasked Estep 
Score: -2159798.500000 Penalty: 4877.864746
	Iteration 3F: 3 clusters Score -2159798 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 12327 members 
Entering Unmasked Estep 
Score: -2160957.250000 Penalty: 4877.864746
	Iteration 4F: 3 clusters Score -2160957 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 12910 members 
Entering Unmasked Estep 
Score: -2162010.250000 Penalty: 4877.864746
	Iteration 5F: 3 clusters Score -2162010 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 13312 members 
Entering Unmasked Estep 
Score: -2162756.750000 Penalty: 4877.864746
	Iteration 6F: 3 clusters Score -2162757 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 13582 members 
Entering Unmasked Estep 
Score: -2163178.750000 Penalty: 4877.864746
	Iteration 7Q: 3 clusters Score -2163179 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 13764 members 
Entering Unmasked Estep 
Score: -2163440.000000 Penalty: 4877.864746
	Iteration 8Q: 3 clusters Score -2163440 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 13881 members 
Entering Unmasked Estep 
Score: -2163609.500000 Penalty: 4877.864746
	Iteration 9Q: 3 clusters Score -2163610 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 13999 members 
Entering Unmasked Estep 
Score: -2163711.750000 Penalty: 4877.864746
	Iteration 10Q: 3 clusters Score -2163712 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 14108 members 
Entering Unmasked Estep 
Score: -2163769.250000 Penalty: 4877.864746
	Iteration 11Q: 3 clusters Score -2163769 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 14189 members 
Entering Unmasked Estep 
Score: -2163820.750000 Penalty: 4877.864746
	Iteration 12Q: 3 clusters Score -2163821 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 14268 members 
Entering Unmasked Estep 
Score: -2163863.500000 Penalty: 4877.864746
	Iteration 13Q: 3 clusters Score -2163864 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 14321 members 
Entering Unmasked Estep 
Score: -2163891.750000 Penalty: 4877.864746
	Iteration 14Q: 3 clusters Score -2163892 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 14383 members 
Entering Unmasked Estep 
Score: -2163914.000000 Penalty: 4877.864746
	Iteration 15Q: 3 clusters Score -2163914 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 14450 members 
Entering Unmasked Estep 
Score: -2163949.250000 Penalty: 4877.864746
	Iteration 16Q: 3 clusters Score -2163949 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 14516 members 
Entering Unmasked Estep 
Score: -2163974.500000 Penalty: 4877.864746
	Iteration 17Q: 3 clusters Score -2163974 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 14582 members 
Entering Unmasked Estep 
Score: -2163998.500000 Penalty: 4877.864746
	Iteration 18Q: 3 clusters Score -2163998 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 14635 members 
Entering Unmasked Estep 
Score: -2164016.250000 Penalty: 4877.864746
	Iteration 19Q: 3 clusters Score -2164016 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 14672 members 
Entering Unmasked Estep 
Score: -2164037.750000 Penalty: 4877.864746
	Iteration 20F: 3 clusters Score -2164038 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 14706 members 
Entering Unmasked Estep 
Score: -2164047.250000 Penalty: 4877.864746
	Iteration 21Q: 3 clusters Score -2164047 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 14730 members 
Entering Unmasked Estep 
Score: -2164062.750000 Penalty: 4877.864746
	Iteration 22Q: 3 clusters Score -2164063 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 14759 members 
Entering Unmasked Estep 
Score: -2164069.750000 Penalty: 4877.864746
	Iteration 23Q: 3 clusters Score -2164070 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 14784 members 
Entering Unmasked Estep 
Score: -2164084.000000 Penalty: 4877.864746
	Iteration 24Q: 3 clusters Score -2164084 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 14809 members 
Entering Unmasked Estep 
Score: -2164082.500000 Penalty: 4877.864746
	Iteration 25Q: 3 clusters Score -2164082 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 14829 members 
Entering Unmasked Estep 
Score: -2164098.500000 Penalty: 4877.864746
	Iteration 26Q: 3 clusters Score -2164098 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 14844 members 
Entering Unmasked Estep 
Score: -2164103.000000 Penalty: 4877.864746
	Iteration 27Q: 3 clusters Score -2164103 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 14858 members 
Entering Unmasked Estep 
Score: -2164106.750000 Penalty: 4877.864746
	Iteration 28Q: 3 clusters Score -2164107 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 14863 members 
Entering Unmasked Estep 
Score: -2164108.500000 Penalty: 4877.864746
	Iteration 29Q: 3 clusters Score -2164108 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 14867 members 
Entering Unmasked Estep 
Score: -2164111.500000 Penalty: 4877.864746
	Iteration 30Q: 3 clusters Score -2164112 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 14881 members 
Entering Unmasked Estep 
Score: -2164121.500000 Penalty: 4877.864746
	Iteration 31Q: 3 clusters Score -2164122 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 14892 members 
Entering Unmasked Estep 
Score: -2164121.250000 Penalty: 4877.864746
	Iteration 32Q: 3 clusters Score -2164121 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 14904 members 
Entering Unmasked Estep 
Score: -2164126.750000 Penalty: 4877.864746
	Iteration 33Q: 3 clusters Score -2164127 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 14917 members 
Entering Unmasked Estep 
Score: -2164129.250000 Penalty: 4877.864746
	Iteration 34Q: 3 clusters Score -2164129 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 14936 members 
Entering Unmasked Estep 
Score: -2164124.750000 Penalty: 4877.864746
	Iteration 35Q: 3 clusters Score -2164125 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 14948 members 
Entering Unmasked Estep 
Score: -2164134.250000 Penalty: 4877.864746
	Iteration 36Q: 3 clusters Score -2164134 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 14963 members 
Entering Unmasked Estep 
Score: -2164136.000000 Penalty: 4877.864746
	Iteration 37Q: 3 clusters Score -2164136 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 14979 members 
Entering Unmasked Estep 
Score: -2164136.250000 Penalty: 4877.864746
	Iteration 38Q: 3 clusters Score -2164136 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 14995 members 
Entering Unmasked Estep 
Score: -2164136.000000 Penalty: 4877.864746
	Iteration 39Q: 3 clusters Score -2164136 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 15011 members 
Entering Unmasked Estep 
Score: -2164143.000000 Penalty: 4877.864746
	Iteration 40F: 3 clusters Score -2164143 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 15026 members 
Entering Unmasked Estep 
Score: -2164146.250000 Penalty: 4877.864746
	Iteration 41Q: 3 clusters Score -2164146 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 15039 members 
Entering Unmasked Estep 
Score: -2164152.000000 Penalty: 4877.864746
	Iteration 42Q: 3 clusters Score -2164152 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 15056 members 
Entering Unmasked Estep 
Score: -2164163.250000 Penalty: 4877.864746
	Iteration 43Q: 3 clusters Score -2164163 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 15067 members 
Entering Unmasked Estep 
Score: -2164165.000000 Penalty: 4877.864746
	Iteration 44Q: 3 clusters Score -2164165 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 15085 members 
Entering Unmasked Estep 
Score: -2164166.000000 Penalty: 4877.864746
	Iteration 45Q: 3 clusters Score -2164166 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 15101 members 
Entering Unmasked Estep 
Score: -2164169.750000 Penalty: 4877.864746
	Iteration 46Q: 3 clusters Score -2164170 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 15121 members 
Entering Unmasked Estep 
Score: -2164181.250000 Penalty: 4877.864746
	Iteration 47Q: 3 clusters Score -2164181 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 15131 members 
Entering Unmasked Estep 
Score: -2164192.000000 Penalty: 4877.864746
	Iteration 48Q: 3 clusters Score -2164192 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 15134 members 
Entering Unmasked Estep 
Score: -2164189.250000 Penalty: 4877.864746
	Iteration 49Q: 3 clusters Score -2164189 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 15140 members 
Entering Unmasked Estep 
Score: -2164194.250000 Penalty: 4877.864746
	Iteration 50Q: 3 clusters Score -2164194 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 15152 members 
Entering Unmasked Estep 
Score: -2164198.750000 Penalty: 4877.864746
	Iteration 51Q: 3 clusters Score -2164199 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 15157 members 
Entering Unmasked Estep 
Score: -2164201.250000 Penalty: 4877.864746
	Iteration 52Q: 3 clusters Score -2164201 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 15166 members 
Entering Unmasked Estep 
Score: -2164202.250000 Penalty: 4877.864746
	Iteration 53Q: 3 clusters Score -2164202 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 15175 members 
Entering Unmasked Estep 
Score: -2164210.500000 Penalty: 4877.864746
	Iteration 54Q: 3 clusters Score -2164210 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 15190 members 
Entering Unmasked Estep 
Score: -2164210.250000 Penalty: 4877.864746
	Iteration 55Q: 3 clusters Score -2164210 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 15201 members 
Entering Unmasked Estep 
Score: -2164213.500000 Penalty: 4877.864746
	Iteration 56Q: 3 clusters Score -2164214 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 15213 members 
Entering Unmasked Estep 
Score: -2164221.500000 Penalty: 4877.864746
	Iteration 57Q: 3 clusters Score -2164222 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 15226 members 
Entering Unmasked Estep 
Score: -2164222.250000 Penalty: 4877.864746
	Iteration 58Q: 3 clusters Score -2164222 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 15237 members 
Entering Unmasked Estep 
Score: -2164229.750000 Penalty: 4877.864746
	Iteration 59Q: 3 clusters Score -2164230 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 15249 members 
Entering Unmasked Estep 
Score: -2164237.250000 Penalty: 4877.864746
	Iteration 60F: 3 clusters Score -2164237 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 15258 members 
Entering Unmasked Estep 
Score: -2164245.750000 Penalty: 4877.864746
	Iteration 61Q: 3 clusters Score -2164246 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 15267 members 
Entering Unmasked Estep 
Score: -2164248.500000 Penalty: 4877.864746
	Iteration 62Q: 3 clusters Score -2164248 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 15278 members 
Entering Unmasked Estep 
Score: -2164253.750000 Penalty: 4877.864746
	Iteration 63Q: 3 clusters Score -2164254 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 15300 members 
Entering Unmasked Estep 
Score: -2164261.500000 Penalty: 4877.864746
	Iteration 64Q: 3 clusters Score -2164262 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 15324 members 
Entering Unmasked Estep 
Score: -2164274.250000 Penalty: 4877.864746
	Iteration 65Q: 3 clusters Score -2164274 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 15334 members 
Entering Unmasked Estep 
Score: -2164276.250000 Penalty: 4877.864746
	Iteration 66Q: 3 clusters Score -2164276 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 15340 members 
Entering Unmasked Estep 
Score: -2164278.000000 Penalty: 4877.864746
	Iteration 67Q: 3 clusters Score -2164278 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 15350 members 
Entering Unmasked Estep 
Score: -2164278.250000 Penalty: 4877.864746
	Iteration 68Q: 3 clusters Score -2164278 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 15361 members 
Entering Unmasked Estep 
Score: -2164293.250000 Penalty: 4877.864746
	Iteration 69Q: 3 clusters Score -2164293 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 15377 members 
Entering Unmasked Estep 
Score: -2164305.000000 Penalty: 4877.864746
	Iteration 70Q: 3 clusters Score -2164305 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 15394 members 
Entering Unmasked Estep 
Score: -2164309.250000 Penalty: 4877.864746
	Iteration 71Q: 3 clusters Score -2164309 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 15405 members 
Entering Unmasked Estep 
Score: -2164318.000000 Penalty: 4877.864746
	Iteration 72Q: 3 clusters Score -2164318 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 15410 members 
Entering Unmasked Estep 
Score: -2164337.000000 Penalty: 4877.864746
	Iteration 73Q: 3 clusters Score -2164337 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 15412 members 
Entering Unmasked Estep 
Score: -2164347.750000 Penalty: 4877.864746
	Iteration 74Q: 3 clusters Score -2164348 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 15417 members 
Entering Unmasked Estep 
Score: -2164345.500000 Penalty: 4877.864746
	Iteration 75Q: 3 clusters Score -2164346 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 15427 members 
Entering Unmasked Estep 
Score: -2164351.500000 Penalty: 4877.864746
	Iteration 76Q: 3 clusters Score -2164352 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 15442 members 
Entering Unmasked Estep 
Score: -2164356.000000 Penalty: 4877.864746
	Iteration 77Q: 3 clusters Score -2164356 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 15454 members 
Entering Unmasked Estep 
Score: -2164362.750000 Penalty: 4877.864746
	Iteration 78Q: 3 clusters Score -2164363 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 15448 members 
Entering Unmasked Estep 
Score: -2164366.500000 Penalty: 4877.864746
	Iteration 79Q: 3 clusters Score -2164366 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 15436 members 
Entering Unmasked Estep 
Score: -2164377.750000 Penalty: 4877.864746
	Iteration 80F: 3 clusters Score -2164378 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 15436 members 
Entering Unmasked Estep 
Score: -2164384.750000 Penalty: 4877.864746
	Iteration 81Q: 3 clusters Score -2164385 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 15430 members 
Entering Unmasked Estep 
Score: -2164388.500000 Penalty: 4877.864746
	Iteration 82Q: 3 clusters Score -2164388 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 15425 members 
Entering Unmasked Estep 
Score: -2164394.250000 Penalty: 4877.864746
	Iteration 83Q: 3 clusters Score -2164394 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 15424 members 
Entering Unmasked Estep 
Score: -2164401.500000 Penalty: 4877.864746
	Iteration 84Q: 3 clusters Score -2164402 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 15423 members 
Entering Unmasked Estep 
Score: -2164399.750000 Penalty: 4877.864746
	Iteration 85Q: 3 clusters Score -2164400 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 15422 members 
Entering Unmasked Estep 
Score: -2164400.000000 Penalty: 4877.864746
	Iteration 86Q: 3 clusters Score -2164400 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 15422 members 
Entering Unmasked Estep 
Score: -2164399.500000 Penalty: 4877.864746
	Iteration 87Q: 3 clusters Score -2164400 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 15426 members 
Entering Unmasked Estep 
Score: -2164402.000000 Penalty: 4877.864746
	Iteration 88Q: 3 clusters Score -2164402 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 15419 members 
Entering Unmasked Estep 
Score: -2164407.000000 Penalty: 4877.864746
	Iteration 89Q: 3 clusters Score -2164407 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 15411 members 
Entering Unmasked Estep 
Score: -2164409.250000 Penalty: 4877.864746
	Iteration 90Q: 3 clusters Score -2164409 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 15405 members 
Entering Unmasked Estep 
Score: -2164413.250000 Penalty: 4877.864746
	Iteration 91Q: 3 clusters Score -2164413 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 15404 members 
Entering Unmasked Estep 
Score: -2164417.000000 Penalty: 4877.864746
	Iteration 92Q: 3 clusters Score -2164417 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 15402 members 
Entering Unmasked Estep 
Score: -2164420.750000 Penalty: 4877.864746
	Iteration 93Q: 3 clusters Score -2164421 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 15404 members 
Entering Unmasked Estep 
Score: -2164421.000000 Penalty: 4877.864746
	Iteration 94Q: 3 clusters Score -2164421 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 15401 members 
Entering Unmasked Estep 
Score: -2164419.000000 Penalty: 4877.864746
	Iteration 95Q: 3 clusters Score -2164419 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 15407 members 
Entering Unmasked Estep 
Score: -2164423.750000 Penalty: 4877.864746
	Iteration 96Q: 3 clusters Score -2164424 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 15413 members 
Entering Unmasked Estep 
Score: -2164425.250000 Penalty: 4877.864746
	Iteration 97Q: 3 clusters Score -2164425 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 15418 members 
Entering Unmasked Estep 
Score: -2164428.250000 Penalty: 4877.864746
	Iteration 98Q: 3 clusters Score -2164428 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 15422 members 
Entering Unmasked Estep 
Score: -2164426.500000 Penalty: 4877.864746
	Iteration 99Q: 3 clusters Score -2164426 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 15425 members 
Entering Unmasked Estep 
Score: -2164422.000000 Penalty: 4877.864746
	Iteration 100F: 3 clusters Score -2164422 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 15430 members 
Entering Unmasked Estep 
Score: -2164429.000000 Penalty: 4877.864746
	Iteration 101Q: 3 clusters Score -2164429 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 15430 members 
Entering Unmasked Estep 
Score: -2164430.750000 Penalty: 4877.864746
	Iteration 102Q: 3 clusters Score -2164431 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 15434 members 
Entering Unmasked Estep 
Score: -2164429.750000 Penalty: 4877.864746
	Iteration 103Q: 3 clusters Score -2164430 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 15432 members 
Entering Unmasked Estep 
Score: -2164433.250000 Penalty: 4877.864746
	Iteration 104Q: 3 clusters Score -2164433 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 15431 members 
Entering Unmasked Estep 
Score: -2164431.250000 Penalty: 4877.864746
	Iteration 105Q: 3 clusters Score -2164431 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 15429 members 
Entering Unmasked Estep 
Score: -2164434.250000 Penalty: 4877.864746
	Iteration 106Q: 3 clusters Score -2164434 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 15426 members 
Entering Unmasked Estep 
Score: -2164436.750000 Penalty: 4877.864746
	Iteration 107Q: 3 clusters Score -2164437 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 15423 members 
Entering Unmasked Estep 
Score: -2164437.250000 Penalty: 4877.864746
	Iteration 108Q: 3 clusters Score -2164437 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 15422 members 
Entering Unmasked Estep 
Score: -2164437.750000 Penalty: 4877.864746
	Iteration 109Q: 3 clusters Score -2164438 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 15420 members 
Entering Unmasked Estep 
Score: -2164437.000000 Penalty: 4877.864746
	Iteration 110Q: 3 clusters Score -2164437 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 15420 members 
Entering Unmasked Estep 
Score: -2164441.250000 Penalty: 4877.864746
	Iteration 111Q: 3 clusters Score -2164441 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 15419 members 
Entering Unmasked Estep 
Score: -2164443.750000 Penalty: 4877.864746
	Iteration 112Q: 3 clusters Score -2164444 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 15411 members 
Entering Unmasked Estep 
Score: -2164445.750000 Penalty: 4877.864746
	Iteration 113Q: 3 clusters Score -2164446 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 15407 members 
Entering Unmasked Estep 
Score: -2164450.750000 Penalty: 4877.864746
	Iteration 114Q: 3 clusters Score -2164451 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 15401 members 
Entering Unmasked Estep 
Score: -2164451.500000 Penalty: 4877.864746
	Iteration 115Q: 3 clusters Score -2164452 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 15395 members 
Entering Unmasked Estep 
Score: -2164449.500000 Penalty: 4877.864746
	Iteration 116Q: 3 clusters Score -2164450 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 15390 members 
Entering Unmasked Estep 
Score: -2164451.500000 Penalty: 4877.864746
	Iteration 117Q: 3 clusters Score -2164452 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 15387 members 
Entering Unmasked Estep 
Score: -2164455.750000 Penalty: 4877.864746
	Iteration 118Q: 3 clusters Score -2164456 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 15388 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -2164456 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 15387 members 
Entering Unmasked Estep 
Score: -2164454.250000 Penalty: 4877.864746
	Iteration 120F: 3 clusters Score -2164454 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 15384 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -2164457 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 15381 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -2164456 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 15380 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -2164455 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 15373 members 
Entering Unmasked Estep 
Score: -2164455.250000 Penalty: 4877.864746
	Iteration 124Q: 3 clusters Score -2164455 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 15369 members 
Entering Unmasked Estep 
Score: -2164460.000000 Penalty: 4877.864746
	Iteration 125Q: 3 clusters Score -2164460 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 15363 members 
Entering Unmasked Estep 
Score: -2164459.750000 Penalty: 4877.864746
	Iteration 126Q: 3 clusters Score -2164460 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 15359 members 
Entering Unmasked Estep 
Score: -2164459.500000 Penalty: 4877.864746
	Iteration 127Q: 3 clusters Score -2164460 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 15353 members 
Entering Unmasked Estep 
Score: -2164457.750000 Penalty: 4877.864746
	Iteration 128Q: 3 clusters Score -2164458 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 15350 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -2164459 nChanged 8
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 15346 members 
Entering Unmasked Estep 
Score: -2164462.250000 Penalty: 4877.864746
	Iteration 130Q: 3 clusters Score -2164462 nChanged 5
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 15343 members 
Entering Unmasked Estep 
Score: -2164463.750000 Penalty: 4877.864746
	Iteration 131Q: 3 clusters Score -2164464 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 15340 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -2164464 nChanged 8
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 15334 members 
Entering Unmasked Estep 
Score: -2164461.000000 Penalty: 4877.864746
	Iteration 133Q: 3 clusters Score -2164461 nChanged 4
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 15330 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -2164465 nChanged 9
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Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 15325 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -2164463 nChanged 13
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 15316 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -2164468 nChanged 14
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 15310 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -2164474 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 15297 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -2164481 nChanged 20
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 15283 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -2164477 nChanged 15
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 15274 members 
Entering Unmasked Estep 
Score: -2164477.500000 Penalty: 4877.864746
	Iteration 140F: 3 clusters Score -2164478 nChanged 21
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 15263 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -2164485 nChanged 20
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 15249 members 
Entering Unmasked Estep 
Score: -2164490.250000 Penalty: 4877.864746
	Iteration 142Q: 3 clusters Score -2164490 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 15232 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -2164497 nChanged 19
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 15215 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -2164494 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 15203 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -2164497 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 15191 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -2164499 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 15179 members 
Entering Unmasked Estep 
Score: -2164505.000000 Penalty: 4877.864746
	Iteration 147Q: 3 clusters Score -2164505 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 15167 members 
Entering Unmasked Estep 
Score: -2164510.000000 Penalty: 4877.864746
	Iteration 148Q: 3 clusters Score -2164510 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 15152 members 
Entering Unmasked Estep 
Score: -2164504.750000 Penalty: 4877.864746
	Iteration 149Q: 3 clusters Score -2164505 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 15139 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -2164509 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 15128 members 
Entering Unmasked Estep 
Score: -2164516.750000 Penalty: 4877.864746
	Iteration 151Q: 3 clusters Score -2164517 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 15114 members 
Entering Unmasked Estep 
Score: -2164515.000000 Penalty: 4877.864746
	Iteration 152Q: 3 clusters Score -2164515 nChanged 19
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 15105 members 
Entering Unmasked Estep 
Score: -2164519.750000 Penalty: 4877.864746
	Iteration 153Q: 3 clusters Score -2164520 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 15095 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -2164519 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 15082 members 
Entering Unmasked Estep 
Score: -2164525.000000 Penalty: 4877.864746
	Iteration 155Q: 3 clusters Score -2164525 nChanged 19
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 15071 members 
Entering Unmasked Estep 
Score: -2164528.250000 Penalty: 4877.864746
	Iteration 156Q: 3 clusters Score -2164528 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 15058 members 
Entering Unmasked Estep 
Score: -2164529.500000 Penalty: 4877.864746
	Iteration 157Q: 3 clusters Score -2164530 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 15047 members 
Entering Unmasked Estep 
Score: -2164534.500000 Penalty: 4877.864746
	Iteration 158Q: 3 clusters Score -2164534 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 15031 members 
Entering Unmasked Estep 
Score: -2164532.000000 Penalty: 4877.864746
	Iteration 159Q: 3 clusters Score -2164532 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 15007 members 
Entering Unmasked Estep 
Score: -2164542.750000 Penalty: 4877.864746
	Iteration 160F: 3 clusters Score -2164543 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 14984 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -2164549 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 14960 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -2164549 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 14929 members 
Entering Unmasked Estep 
Score: -2164562.250000 Penalty: 4877.864746
	Iteration 163Q: 3 clusters Score -2164562 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 14908 members 
Entering Unmasked Estep 
Score: -2164560.000000 Penalty: 4877.864746
	Iteration 164Q: 3 clusters Score -2164560 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 14888 members 
Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -2164563 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 14874 members 
Entering Unmasked Estep 
Score: -2164570.000000 Penalty: 4877.864746
	Iteration 166Q: 3 clusters Score -2164570 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 14856 members 
Entering Unmasked Estep 
Score: -2164568.750000 Penalty: 4877.864746
	Iteration 167Q: 3 clusters Score -2164569 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 14842 members 
Entering Unmasked Estep 
Score: -2164574.750000 Penalty: 4877.864746
	Iteration 168Q: 3 clusters Score -2164575 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 14832 members 
Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -2164578 nChanged 18
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
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Entering Unmasked Estep 
Score: -2164584.500000 Penalty: 4877.864746
	Iteration 170Q: 3 clusters Score -2164584 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 14813 members 
Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -2164585 nChanged 4
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Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 14809 members 
Entering Unmasked Estep 
Score: -2164587.500000 Penalty: 4877.864746
	Iteration 172Q: 3 clusters Score -2164588 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 14804 members 
Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -2164586 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 14798 members 
Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -2164586 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 14797 members 
Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -2164586 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 14797 members 
Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -2164586 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 14796 members 
Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -2164585 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 14790 members 
Entering Unmasked Estep 
Score: -2164581.500000 Penalty: 4877.864746
	Iteration 178Q: 3 clusters Score -2164582 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 14790 members 
Entering Unmasked Estep 
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	Iteration 179Q: 3 clusters Score -2164587 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 14784 members 
Entering Unmasked Estep 
Score: -2164588.500000 Penalty: 4877.864746
	Iteration 180F: 3 clusters Score -2164588 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 14775 members 
Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -2164588 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 14767 members 
Entering Unmasked Estep 
Score: -2164587.750000 Penalty: 4877.864746
	Iteration 182Q: 3 clusters Score -2164588 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 14761 members 
Entering Unmasked Estep 
Score: -2164590.000000 Penalty: 4877.864746
	Iteration 183Q: 3 clusters Score -2164590 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 14750 members 
Entering Unmasked Estep 
Score: -2164593.750000 Penalty: 4877.864746
	Iteration 184Q: 3 clusters Score -2164594 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 14741 members 
Entering Unmasked Estep 
Score: -2164594.750000 Penalty: 4877.864746
	Iteration 185Q: 3 clusters Score -2164595 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 14726 members 
Entering Unmasked Estep 
Score: -2164591.250000 Penalty: 4877.864746
	Iteration 186Q: 3 clusters Score -2164591 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 14716 members 
Entering Unmasked Estep 
Score: -2164594.750000 Penalty: 4877.864746
	Iteration 187Q: 3 clusters Score -2164595 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 14706 members 
Entering Unmasked Estep 
Score: -2164593.750000 Penalty: 4877.864746
	Iteration 188Q: 3 clusters Score -2164594 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 14687 members 
Entering Unmasked Estep 
Score: -2164598.000000 Penalty: 4877.864746
	Iteration 189Q: 3 clusters Score -2164598 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 14668 members 
Entering Unmasked Estep 
Score: -2164601.500000 Penalty: 4877.864746
	Iteration 190Q: 3 clusters Score -2164602 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 14652 members 
Entering Unmasked Estep 
Score: -2164604.750000 Penalty: 4877.864746
	Iteration 191Q: 3 clusters Score -2164605 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
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Entering Unmasked Estep 
Score: -2164606.750000 Penalty: 4877.864746
	Iteration 192Q: 3 clusters Score -2164607 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4040 members 
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Entering Unmasked Estep 
Score: -2164610.750000 Penalty: 4877.864746
	Iteration 193Q: 3 clusters Score -2164611 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4054 members 
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Entering Unmasked Estep 
Score: -2164613.250000 Penalty: 4877.864746
	Iteration 194Q: 3 clusters Score -2164613 nChanged 15
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
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Entering Unmasked Estep 
Score: -2164612.750000 Penalty: 4877.864746
	Iteration 195Q: 3 clusters Score -2164613 nChanged 11
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Mstep: Class 1 contains 4080 members 
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Entering Unmasked Estep 
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	Iteration 196Q: 3 clusters Score -2164612 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 14577 members 
Entering Unmasked Estep 
Score: -2164616.500000 Penalty: 4877.864746
	Iteration 197Q: 3 clusters Score -2164616 nChanged 8
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 14569 members 
Entering Unmasked Estep 
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	Iteration 198Q: 3 clusters Score -2164612 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 14561 members 
Entering Unmasked Estep 
Score: -2164613.500000 Penalty: 4877.864746
	Iteration 199Q: 3 clusters Score -2164614 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 14553 members 
Entering Unmasked Estep 
Score: -2164616.750000 Penalty: 4877.864746
	Iteration 200F: 3 clusters Score -2164617 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 14543 members 
Entering Unmasked Estep 
Score: -2164620.250000 Penalty: 4877.864746
	Iteration 201Q: 3 clusters Score -2164620 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 14533 members 
Entering Unmasked Estep 
Score: -2164624.000000 Penalty: 4877.864746
	Iteration 202Q: 3 clusters Score -2164624 nChanged 7
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 14530 members 
Entering Unmasked Estep 
Score: -2164624.000000 Penalty: 4877.864746
	Iteration 203Q: 3 clusters Score -2164624 nChanged 9
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 14521 members 
Entering Unmasked Estep 
Score: -2164627.000000 Penalty: 4877.864746
	Iteration 204Q: 3 clusters Score -2164627 nChanged 10
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 14515 members 
Entering Unmasked Estep 
Score: -2164623.250000 Penalty: 4877.864746
	Iteration 205Q: 3 clusters Score -2164623 nChanged 12
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 14507 members 
Entering Unmasked Estep 
Score: -2164624.500000 Penalty: 4877.864746
	Iteration 206Q: 3 clusters Score -2164624 nChanged 12
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 14495 members 
Entering Unmasked Estep 
Score: -2164626.000000 Penalty: 4877.864746
	Iteration 207Q: 3 clusters Score -2164626 nChanged 11
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 14484 members 
Entering Unmasked Estep 
Score: -2164623.250000 Penalty: 4877.864746
	Iteration 208Q: 3 clusters Score -2164623 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
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Entering Unmasked Estep 
Score: -2164625.750000 Penalty: 4877.864746
	Iteration 209Q: 3 clusters Score -2164626 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 14467 members 
Entering Unmasked Estep 
Score: -2164625.000000 Penalty: 4877.864746
	Iteration 210Q: 3 clusters Score -2164625 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 14459 members 
Entering Unmasked Estep 
Score: -2164622.250000 Penalty: 4877.864746
	Iteration 211Q: 3 clusters Score -2164622 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 14457 members 
Entering Unmasked Estep 
Score: -2164625.500000 Penalty: 4877.864746
	Iteration 212Q: 3 clusters Score -2164626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 14456 members 
Entering Unmasked Estep 
Score: -2164628.500000 Penalty: 4877.864746
	Iteration 213Q: 3 clusters Score -2164628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 14455 members 
Entering Unmasked Estep 
Score: -2164629.500000 Penalty: 4877.864746
	Iteration 214Q: 3 clusters Score -2164630 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 14454 members 
Entering Unmasked Estep 
Score: -2164629.000000 Penalty: 4877.864746
	Iteration 215Q: 3 clusters Score -2164629 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 14454 members 
Entering Unmasked Estep 
Score: -2164629.000000 Penalty: 4877.864746
	Iteration 216F: 3 clusters Score -2164629 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (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: -253786.125000 Penalty: 1893.315674
	Iteration 0F: 2 clusters Score -253786.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -251116.703125 Penalty: 3786.631348
	Iteration 0F: 3 clusters Score -251116.7 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -251639.296875 Penalty: 3786.631348
	Iteration 1F: 3 clusters Score -251639.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -251764.734375 Penalty: 3786.631348
	Iteration 2F: 3 clusters Score -251764.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -251820.265625 Penalty: 3786.631348
	Iteration 3Q: 3 clusters Score -251820.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -251865.562500 Penalty: 3786.631348
	Iteration 4Q: 3 clusters Score -251865.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -251904.875000 Penalty: 3786.631348
	Iteration 5Q: 3 clusters Score -251904.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -251939.921875 Penalty: 3786.631348
	Iteration 6Q: 3 clusters Score -251939.9 nChanged 39
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: -251972.453125 Penalty: 3786.631348
	Iteration 7Q: 3 clusters Score -251972.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -251995.812500 Penalty: 3786.631348
	Iteration 8Q: 3 clusters Score -251995.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -252022.281250 Penalty: 3786.631348
	Iteration 9Q: 3 clusters Score -252022.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -252040.984375 Penalty: 3786.631348
	Iteration 10Q: 3 clusters Score -252041 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -252054.578125 Penalty: 3786.631348
	Iteration 11Q: 3 clusters Score -252054.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -252063.593750 Penalty: 3786.631348
	Iteration 12Q: 3 clusters Score -252063.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -252070.093750 Penalty: 3786.631348
	Iteration 13Q: 3 clusters Score -252070.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -252075.765625 Penalty: 3786.631348
	Iteration 14Q: 3 clusters Score -252075.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -252081.875000 Penalty: 3786.631348
	Iteration 15Q: 3 clusters Score -252081.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -252084.906250 Penalty: 3786.631348
	Iteration 16Q: 3 clusters Score -252084.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -252091.531250 Penalty: 3786.631348
	Iteration 17Q: 3 clusters Score -252091.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -252100.953125 Penalty: 3786.631348
	Iteration 18Q: 3 clusters Score -252101 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -252113.796875 Penalty: 3786.631348
	Iteration 19Q: 3 clusters Score -252113.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -252122.390625 Penalty: 3786.631348
	Iteration 20F: 3 clusters Score -252122.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -252130.593750 Penalty: 3786.631348
	Iteration 21Q: 3 clusters Score -252130.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -252138.015625 Penalty: 3786.631348
	Iteration 22Q: 3 clusters Score -252138 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -252145.406250 Penalty: 3786.631348
	Iteration 23Q: 3 clusters Score -252145.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -252152.468750 Penalty: 3786.631348
	Iteration 24Q: 3 clusters Score -252152.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -252154.515625 Penalty: 3786.631348
	Iteration 25Q: 3 clusters Score -252154.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -252155.515625 Penalty: 3786.631348
	Iteration 26Q: 3 clusters Score -252155.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -252157.046875 Penalty: 3786.631348
	Iteration 27Q: 3 clusters Score -252157 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -252157.000000 Penalty: 3786.631348
	Iteration 28Q: 3 clusters Score -252157 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -252157.359375 Penalty: 3786.631348
	Iteration 29Q: 3 clusters Score -252157.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -252157.359375 Penalty: 3786.631348
	Iteration 30F: 3 clusters Score -252157.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (22288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22288 members 
Entering Unmasked Estep 
Score: -2949149.500000 Penalty: 2482.927246
	Iteration 0F: 2 clusters Score -2949150 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11227 members 
Mstep: Class 2 contains 11061 members 
Entering Unmasked Estep 
Score: -2933695.000000 Penalty: 4965.854492
	Iteration 0F: 3 clusters Score -2933695 nChanged 9781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11496 members 
Mstep: Class 2 contains 10792 members 
Entering Unmasked Estep 
Score: -2938874.750000 Penalty: 4965.854492
	Iteration 1F: 3 clusters Score -2938875 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11668 members 
Mstep: Class 2 contains 10620 members 
Entering Unmasked Estep 
Score: -2939278.250000 Penalty: 4965.854492
	Iteration 2F: 3 clusters Score -2939278 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11926 members 
Mstep: Class 2 contains 10362 members 
Entering Unmasked Estep 
Score: -2939615.500000 Penalty: 4965.854492
	Iteration 3Q: 3 clusters Score -2939616 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12202 members 
Mstep: Class 2 contains 10086 members 
Entering Unmasked Estep 
Score: -2939876.750000 Penalty: 4965.854492
	Iteration 4Q: 3 clusters Score -2939877 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12527 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -2940157.750000 Penalty: 4965.854492
	Iteration 5Q: 3 clusters Score -2940158 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12998 members 
Mstep: Class 2 contains 9290 members 
Entering Unmasked Estep 
Score: -2940470.000000 Penalty: 4965.854492
	Iteration 6Q: 3 clusters Score -2940470 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13578 members 
Mstep: Class 2 contains 8710 members 
Entering Unmasked Estep 
Score: -2940858.000000 Penalty: 4965.854492
	Iteration 7Q: 3 clusters Score -2940858 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14282 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -2941315.000000 Penalty: 4965.854492
	Iteration 8Q: 3 clusters Score -2941315 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15087 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -2941912.250000 Penalty: 4965.854492
	Iteration 9Q: 3 clusters Score -2941912 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15995 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -2942605.000000 Penalty: 4965.854492
	Iteration 10Q: 3 clusters Score -2942605 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16911 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -2943373.250000 Penalty: 4965.854492
	Iteration 11Q: 3 clusters Score -2943373 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17807 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -2944100.000000 Penalty: 4965.854492
	Iteration 12Q: 3 clusters Score -2944100 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18587 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -2944721.250000 Penalty: 4965.854492
	Iteration 13Q: 3 clusters Score -2944721 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19257 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -2945282.250000 Penalty: 4965.854492
	Iteration 14Q: 3 clusters Score -2945282 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19791 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -2945691.250000 Penalty: 4965.854492
	Iteration 15Q: 3 clusters Score -2945691 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20204 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -2945988.000000 Penalty: 4965.854492
	Iteration 16Q: 3 clusters Score -2945988 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20521 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -2946203.500000 Penalty: 4965.854492
	Iteration 17Q: 3 clusters Score -2946204 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20787 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -2946391.000000 Penalty: 4965.854492
	Iteration 18Q: 3 clusters Score -2946391 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20989 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -2946529.000000 Penalty: 4965.854492
	Iteration 19Q: 3 clusters Score -2946529 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21133 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -2946615.000000 Penalty: 4965.854492
	Iteration 20F: 3 clusters Score -2946615 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21239 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -2946685.000000 Penalty: 4965.854492
	Iteration 21Q: 3 clusters Score -2946685 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21335 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -2946746.250000 Penalty: 4965.854492
	Iteration 22Q: 3 clusters Score -2946746 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21404 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -2946787.250000 Penalty: 4965.854492
	Iteration 23Q: 3 clusters Score -2946787 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21460 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -2946833.250000 Penalty: 4965.854492
	Iteration 24Q: 3 clusters Score -2946833 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21505 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -2946866.500000 Penalty: 4965.854492
	Iteration 25Q: 3 clusters Score -2946866 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21547 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -2946894.000000 Penalty: 4965.854492
	Iteration 26Q: 3 clusters Score -2946894 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21570 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -2946916.750000 Penalty: 4965.854492
	Iteration 27Q: 3 clusters Score -2946917 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21588 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -2946930.750000 Penalty: 4965.854492
	Iteration 28Q: 3 clusters Score -2946931 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21602 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -2946937.000000 Penalty: 4965.854492
	Iteration 29Q: 3 clusters Score -2946937 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21611 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -2946944.500000 Penalty: 4965.854492
	Iteration 30Q: 3 clusters Score -2946944 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21617 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -2946952.000000 Penalty: 4965.854492
	Iteration 31Q: 3 clusters Score -2946952 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21627 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -2946958.250000 Penalty: 4965.854492
	Iteration 32Q: 3 clusters Score -2946958 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21631 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -2946960.750000 Penalty: 4965.854492
	Iteration 33Q: 3 clusters Score -2946961 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21638 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -2946963.250000 Penalty: 4965.854492
	Iteration 34Q: 3 clusters Score -2946963 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21643 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -2946966.000000 Penalty: 4965.854492
	Iteration 35Q: 3 clusters Score -2946966 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21649 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -2946968.000000 Penalty: 4965.854492
	Iteration 36Q: 3 clusters Score -2946968 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21651 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -2946966.000000 Penalty: 4965.854492
	Iteration 37Q: 3 clusters Score -2946966 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21653 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -2946970.250000 Penalty: 4965.854492
	Iteration 38Q: 3 clusters Score -2946970 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21654 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -2946968.250000 Penalty: 4965.854492
	Iteration 39Q: 3 clusters Score -2946968 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21654 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -2946968.250000 Penalty: 4965.854492
	Iteration 40F: 3 clusters Score -2946968 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (6174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Entering Unmasked Estep 
Score: -780219.375000 Penalty: 2164.569336
	Iteration 0F: 2 clusters Score -780219.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -774933.625000 Penalty: 4329.138672
	Iteration 0F: 3 clusters Score -774933.6 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -776233.937500 Penalty: 4329.138672
	Iteration 1F: 3 clusters Score -776233.9 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -776520.250000 Penalty: 4329.138672
	Iteration 2F: 3 clusters Score -776520.2 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -776756.500000 Penalty: 4329.138672
	Iteration 3F: 3 clusters Score -776756.5 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -776957.250000 Penalty: 4329.138672
	Iteration 4F: 3 clusters Score -776957.2 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -777125.250000 Penalty: 4329.138672
	Iteration 5Q: 3 clusters Score -777125.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -777257.500000 Penalty: 4329.138672
	Iteration 6Q: 3 clusters Score -777257.5 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -777355.437500 Penalty: 4329.138672
	Iteration 7Q: 3 clusters Score -777355.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -777439.500000 Penalty: 4329.138672
	Iteration 8Q: 3 clusters Score -777439.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -777514.687500 Penalty: 4329.138672
	Iteration 9Q: 3 clusters Score -777514.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -777610.312500 Penalty: 4329.138672
	Iteration 10Q: 3 clusters Score -777610.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -777696.312500 Penalty: 4329.138672
	Iteration 11Q: 3 clusters Score -777696.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -777766.125000 Penalty: 4329.138672
	Iteration 12Q: 3 clusters Score -777766.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -777819.937500 Penalty: 4329.138672
	Iteration 13Q: 3 clusters Score -777819.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -777863.125000 Penalty: 4329.138672
	Iteration 14Q: 3 clusters Score -777863.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -777896.000000 Penalty: 4329.138672
	Iteration 15Q: 3 clusters Score -777896 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -777936.000000 Penalty: 4329.138672
	Iteration 16Q: 3 clusters Score -777936 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -777972.375000 Penalty: 4329.138672
	Iteration 17Q: 3 clusters Score -777972.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -778014.750000 Penalty: 4329.138672
	Iteration 18Q: 3 clusters Score -778014.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -778048.187500 Penalty: 4329.138672
	Iteration 19Q: 3 clusters Score -778048.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -778073.187500 Penalty: 4329.138672
	Iteration 20F: 3 clusters Score -778073.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -778091.812500 Penalty: 4329.138672
	Iteration 21Q: 3 clusters Score -778091.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -778109.750000 Penalty: 4329.138672
	Iteration 22Q: 3 clusters Score -778109.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -778120.187500 Penalty: 4329.138672
	Iteration 23Q: 3 clusters Score -778120.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -778126.687500 Penalty: 4329.138672
	Iteration 24Q: 3 clusters Score -778126.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -778135.625000 Penalty: 4329.138672
	Iteration 25Q: 3 clusters Score -778135.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -778146.000000 Penalty: 4329.138672
	Iteration 26Q: 3 clusters Score -778146 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -778153.375000 Penalty: 4329.138672
	Iteration 27Q: 3 clusters Score -778153.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -778157.625000 Penalty: 4329.138672
	Iteration 28Q: 3 clusters Score -778157.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -778164.750000 Penalty: 4329.138672
	Iteration 29Q: 3 clusters Score -778164.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -778167.437500 Penalty: 4329.138672
	Iteration 30Q: 3 clusters Score -778167.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -778172.562500 Penalty: 4329.138672
	Iteration 31Q: 3 clusters Score -778172.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -778177.125000 Penalty: 4329.138672
	Iteration 32Q: 3 clusters Score -778177.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -778182.187500 Penalty: 4329.138672
	Iteration 33Q: 3 clusters Score -778182.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -778186.750000 Penalty: 4329.138672
	Iteration 34Q: 3 clusters Score -778186.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -778191.875000 Penalty: 4329.138672
	Iteration 35Q: 3 clusters Score -778191.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -778196.437500 Penalty: 4329.138672
	Iteration 36Q: 3 clusters Score -778196.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -778200.187500 Penalty: 4329.138672
	Iteration 37Q: 3 clusters Score -778200.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -778204.625000 Penalty: 4329.138672
	Iteration 38Q: 3 clusters Score -778204.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -778207.250000 Penalty: 4329.138672
	Iteration 39Q: 3 clusters Score -778207.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -778209.000000 Penalty: 4329.138672
	Iteration 40F: 3 clusters Score -778209 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -778208.812500 Penalty: 4329.138672
	Iteration 41Q: 3 clusters Score -778208.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -778212.687500 Penalty: 4329.138672
	Iteration 42Q: 3 clusters Score -778212.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -778216.875000 Penalty: 4329.138672
	Iteration 43Q: 3 clusters Score -778216.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -778224.812500 Penalty: 4329.138672
	Iteration 44Q: 3 clusters Score -778224.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -778231.500000 Penalty: 4329.138672
	Iteration 45Q: 3 clusters Score -778231.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -778238.000000 Penalty: 4329.138672
	Iteration 46Q: 3 clusters Score -778238 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -778248.250000 Penalty: 4329.138672
	Iteration 47Q: 3 clusters Score -778248.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -778257.250000 Penalty: 4329.138672
	Iteration 48Q: 3 clusters Score -778257.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -778262.562500 Penalty: 4329.138672
	Iteration 49Q: 3 clusters Score -778262.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -778271.687500 Penalty: 4329.138672
	Iteration 50Q: 3 clusters Score -778271.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -778280.250000 Penalty: 4329.138672
	Iteration 51Q: 3 clusters Score -778280.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -778298.437500 Penalty: 4329.138672
	Iteration 52Q: 3 clusters Score -778298.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -778315.125000 Penalty: 4329.138672
	Iteration 53Q: 3 clusters Score -778315.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -778333.312500 Penalty: 4329.138672
	Iteration 54Q: 3 clusters Score -778333.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -778345.125000 Penalty: 4329.138672
	Iteration 55Q: 3 clusters Score -778345.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -778359.062500 Penalty: 4329.138672
	Iteration 56Q: 3 clusters Score -778359.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -778368.812500 Penalty: 4329.138672
	Iteration 57Q: 3 clusters Score -778368.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -778385.375000 Penalty: 4329.138672
	Iteration 58Q: 3 clusters Score -778385.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -778396.000000 Penalty: 4329.138672
	Iteration 59Q: 3 clusters Score -778396 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -778405.562500 Penalty: 4329.138672
	Iteration 60F: 3 clusters Score -778405.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -778417.625000 Penalty: 4329.138672
	Iteration 61Q: 3 clusters Score -778417.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -778427.312500 Penalty: 4329.138672
	Iteration 62Q: 3 clusters Score -778427.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -778437.937500 Penalty: 4329.138672
	Iteration 63Q: 3 clusters Score -778437.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -778445.500000 Penalty: 4329.138672
	Iteration 64Q: 3 clusters Score -778445.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -778450.562500 Penalty: 4329.138672
	Iteration 65Q: 3 clusters Score -778450.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -778455.437500 Penalty: 4329.138672
	Iteration 66Q: 3 clusters Score -778455.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -778459.875000 Penalty: 4329.138672
	Iteration 67Q: 3 clusters Score -778459.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -778462.875000 Penalty: 4329.138672
	Iteration 68Q: 3 clusters Score -778462.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -778467.750000 Penalty: 4329.138672
	Iteration 69Q: 3 clusters Score -778467.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -778472.312500 Penalty: 4329.138672
	Iteration 70Q: 3 clusters Score -778472.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -778471.187500 Penalty: 4329.138672
	Iteration 71Q: 3 clusters Score -778471.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -778473.937500 Penalty: 4329.138672
	Iteration 72Q: 3 clusters Score -778473.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -778474.750000 Penalty: 4329.138672
	Iteration 73Q: 3 clusters Score -778474.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -778474.062500 Penalty: 4329.138672
	Iteration 74Q: 3 clusters Score -778474.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -778477.250000 Penalty: 4329.138672
	Iteration 75Q: 3 clusters Score -778477.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -778477.125000 Penalty: 4329.138672
	Iteration 76Q: 3 clusters Score -778477.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -778477.312500 Penalty: 4329.138672
	Iteration 77Q: 3 clusters Score -778477.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -778479.312500 Penalty: 4329.138672
	Iteration 78Q: 3 clusters Score -778479.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -778481.500000 Penalty: 4329.138672
	Iteration 79Q: 3 clusters Score -778481.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -778481.250000 Penalty: 4329.138672
	Iteration 80F: 3 clusters Score -778481.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -778482.437500 Penalty: 4329.138672
	Iteration 81Q: 3 clusters Score -778482.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -778482.437500 Penalty: 4329.138672
	Iteration 82F: 3 clusters Score -778482.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (4115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Entering Unmasked Estep 
Score: -739867.437500 Penalty: 2063.953857
	Iteration 0F: 2 clusters Score -739867.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -735918.812500 Penalty: 4127.907715
	Iteration 0F: 3 clusters Score -735918.8 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -736918.062500 Penalty: 4127.907715
	Iteration 1F: 3 clusters Score -736918.1 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -737260.875000 Penalty: 4127.907715
	Iteration 2F: 3 clusters Score -737260.9 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -737497.187500 Penalty: 4127.907715
	Iteration 3F: 3 clusters Score -737497.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -737676.375000 Penalty: 4127.907715
	Iteration 4Q: 3 clusters Score -737676.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -737845.437500 Penalty: 4127.907715
	Iteration 5Q: 3 clusters Score -737845.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -737975.312500 Penalty: 4127.907715
	Iteration 6Q: 3 clusters Score -737975.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -738087.125000 Penalty: 4127.907715
	Iteration 7Q: 3 clusters Score -738087.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -738197.937500 Penalty: 4127.907715
	Iteration 8Q: 3 clusters Score -738197.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -738292.312500 Penalty: 4127.907715
	Iteration 9Q: 3 clusters Score -738292.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -738390.687500 Penalty: 4127.907715
	Iteration 10Q: 3 clusters Score -738390.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -738488.000000 Penalty: 4127.907715
	Iteration 11Q: 3 clusters Score -738488 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -738584.812500 Penalty: 4127.907715
	Iteration 12Q: 3 clusters Score -738584.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -738695.375000 Penalty: 4127.907715
	Iteration 13Q: 3 clusters Score -738695.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -738801.687500 Penalty: 4127.907715
	Iteration 14Q: 3 clusters Score -738801.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -738901.812500 Penalty: 4127.907715
	Iteration 15Q: 3 clusters Score -738901.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -738990.750000 Penalty: 4127.907715
	Iteration 16Q: 3 clusters Score -738990.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -739055.750000 Penalty: 4127.907715
	Iteration 17Q: 3 clusters Score -739055.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -739113.562500 Penalty: 4127.907715
	Iteration 18Q: 3 clusters Score -739113.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -739137.250000 Penalty: 4127.907715
	Iteration 19Q: 3 clusters Score -739137.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -739168.625000 Penalty: 4127.907715
	Iteration 20F: 3 clusters Score -739168.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -739182.062500 Penalty: 4127.907715
	Iteration 21Q: 3 clusters Score -739182.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -739187.500000 Penalty: 4127.907715
	Iteration 22Q: 3 clusters Score -739187.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -739190.625000 Penalty: 4127.907715
	Iteration 23Q: 3 clusters Score -739190.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -739198.000000 Penalty: 4127.907715
	Iteration 24Q: 3 clusters Score -739198 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -739198.812500 Penalty: 4127.907715
	Iteration 25Q: 3 clusters Score -739198.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -739200.437500 Penalty: 4127.907715
	Iteration 26Q: 3 clusters Score -739200.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -739200.437500 Penalty: 4127.907715
	Iteration 27F: 3 clusters Score -739200.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (37122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37122 members 
Entering Unmasked Estep 
Score: -4832786.500000 Penalty: 2609.447266
	Iteration 0F: 2 clusters Score -4832786 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18599 members 
Mstep: Class 2 contains 18523 members 
Entering Unmasked Estep 
Score: -4807617.000000 Penalty: 5218.894531
	Iteration 0F: 3 clusters Score -4807617 nChanged 16811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18408 members 
Mstep: Class 2 contains 18714 members 
Entering Unmasked Estep 
Score: -4816757.500000 Penalty: 5218.894531
	Iteration 1F: 3 clusters Score -4816758 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18320 members 
Mstep: Class 2 contains 18802 members 
Entering Unmasked Estep 
Score: -4817146.500000 Penalty: 5218.894531
	Iteration 2Q: 3 clusters Score -4817146 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18144 members 
Mstep: Class 2 contains 18978 members 
Entering Unmasked Estep 
Score: -4817550.000000 Penalty: 5218.894531
	Iteration 3Q: 3 clusters Score -4817550 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17946 members 
Mstep: Class 2 contains 19176 members 
Entering Unmasked Estep 
Score: -4817990.000000 Penalty: 5218.894531
	Iteration 4Q: 3 clusters Score -4817990 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17711 members 
Mstep: Class 2 contains 19411 members 
Entering Unmasked Estep 
Score: -4818512.500000 Penalty: 5218.894531
	Iteration 5Q: 3 clusters Score -4818512 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17368 members 
Mstep: Class 2 contains 19754 members 
Entering Unmasked Estep 
Score: -4819076.500000 Penalty: 5218.894531
	Iteration 6Q: 3 clusters Score -4819076 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16925 members 
Mstep: Class 2 contains 20197 members 
Entering Unmasked Estep 
Score: -4819811.500000 Penalty: 5218.894531
	Iteration 7Q: 3 clusters Score -4819812 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16485 members 
Mstep: Class 2 contains 20637 members 
Entering Unmasked Estep 
Score: -4820689.500000 Penalty: 5218.894531
	Iteration 8Q: 3 clusters Score -4820690 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15943 members 
Mstep: Class 2 contains 21179 members 
Entering Unmasked Estep 
Score: -4821748.000000 Penalty: 5218.894531
	Iteration 9F: 3 clusters Score -4821748 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15341 members 
Mstep: Class 2 contains 21781 members 
Entering Unmasked Estep 
Score: -4823098.000000 Penalty: 5218.894531
	Iteration 10F: 3 clusters Score -4823098 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14812 members 
Mstep: Class 2 contains 22310 members 
Entering Unmasked Estep 
Score: -4824601.500000 Penalty: 5218.894531
	Iteration 11F: 3 clusters Score -4824602 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14260 members 
Mstep: Class 2 contains 22862 members 
Entering Unmasked Estep 
Score: -4825990.000000 Penalty: 5218.894531
	Iteration 12F: 3 clusters Score -4825990 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13744 members 
Mstep: Class 2 contains 23378 members 
Entering Unmasked Estep 
Score: -4827006.500000 Penalty: 5218.894531
	Iteration 13Q: 3 clusters Score -4827006 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13288 members 
Mstep: Class 2 contains 23834 members 
Entering Unmasked Estep 
Score: -4827570.000000 Penalty: 5218.894531
	Iteration 14Q: 3 clusters Score -4827570 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12813 members 
Mstep: Class 2 contains 24309 members 
Entering Unmasked Estep 
Score: -4827862.500000 Penalty: 5218.894531
	Iteration 15Q: 3 clusters Score -4827862 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12397 members 
Mstep: Class 2 contains 24725 members 
Entering Unmasked Estep 
Score: -4828061.000000 Penalty: 5218.894531
	Iteration 16Q: 3 clusters Score -4828061 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12016 members 
Mstep: Class 2 contains 25106 members 
Entering Unmasked Estep 
Score: -4828200.500000 Penalty: 5218.894531
	Iteration 17Q: 3 clusters Score -4828200 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11655 members 
Mstep: Class 2 contains 25467 members 
Entering Unmasked Estep 
Score: -4828317.000000 Penalty: 5218.894531
	Iteration 18Q: 3 clusters Score -4828317 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11294 members 
Mstep: Class 2 contains 25828 members 
Entering Unmasked Estep 
Score: -4828409.000000 Penalty: 5218.894531
	Iteration 19Q: 3 clusters Score -4828409 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10973 members 
Mstep: Class 2 contains 26149 members 
Entering Unmasked Estep 
Score: -4828510.500000 Penalty: 5218.894531
	Iteration 20F: 3 clusters Score -4828510 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10666 members 
Mstep: Class 2 contains 26456 members 
Entering Unmasked Estep 
Score: -4828568.500000 Penalty: 5218.894531
	Iteration 21Q: 3 clusters Score -4828568 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10397 members 
Mstep: Class 2 contains 26725 members 
Entering Unmasked Estep 
Score: -4828639.000000 Penalty: 5218.894531
	Iteration 22Q: 3 clusters Score -4828639 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 26993 members 
Entering Unmasked Estep 
Score: -4828696.500000 Penalty: 5218.894531
	Iteration 23Q: 3 clusters Score -4828696 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 27241 members 
Entering Unmasked Estep 
Score: -4828764.000000 Penalty: 5218.894531
	Iteration 24Q: 3 clusters Score -4828764 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 27480 members 
Entering Unmasked Estep 
Score: -4828807.500000 Penalty: 5218.894531
	Iteration 25Q: 3 clusters Score -4828808 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 27740 members 
Entering Unmasked Estep 
Score: -4828886.500000 Penalty: 5218.894531
	Iteration 26Q: 3 clusters Score -4828886 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9132 members 
Mstep: Class 2 contains 27990 members 
Entering Unmasked Estep 
Score: -4828935.000000 Penalty: 5218.894531
	Iteration 27Q: 3 clusters Score -4828935 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Mstep: Class 2 contains 28229 members 
Entering Unmasked Estep 
Score: -4828967.000000 Penalty: 5218.894531
	Iteration 28Q: 3 clusters Score -4828967 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 28454 members 
Entering Unmasked Estep 
Score: -4829012.500000 Penalty: 5218.894531
	Iteration 29Q: 3 clusters Score -4829012 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 28655 members 
Entering Unmasked Estep 
Score: -4829053.000000 Penalty: 5218.894531
	Iteration 30Q: 3 clusters Score -4829053 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 28860 members 
Entering Unmasked Estep 
Score: -4829095.500000 Penalty: 5218.894531
	Iteration 31Q: 3 clusters Score -4829096 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 29065 members 
Entering Unmasked Estep 
Score: -4829142.500000 Penalty: 5218.894531
	Iteration 32Q: 3 clusters Score -4829142 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 29237 members 
Entering Unmasked Estep 
Score: -4829183.500000 Penalty: 5218.894531
	Iteration 33Q: 3 clusters Score -4829184 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 29423 members 
Entering Unmasked Estep 
Score: -4829236.500000 Penalty: 5218.894531
	Iteration 34Q: 3 clusters Score -4829236 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 29624 members 
Entering Unmasked Estep 
Score: -4829278.500000 Penalty: 5218.894531
	Iteration 35Q: 3 clusters Score -4829278 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 29818 members 
Entering Unmasked Estep 
Score: -4829308.500000 Penalty: 5218.894531
	Iteration 36Q: 3 clusters Score -4829308 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 30009 members 
Entering Unmasked Estep 
Score: -4829355.500000 Penalty: 5218.894531
	Iteration 37Q: 3 clusters Score -4829356 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 30184 members 
Entering Unmasked Estep 
Score: -4829429.000000 Penalty: 5218.894531
	Iteration 38Q: 3 clusters Score -4829429 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 30373 members 
Entering Unmasked Estep 
Score: -4829481.500000 Penalty: 5218.894531
	Iteration 39Q: 3 clusters Score -4829482 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 30553 members 
Entering Unmasked Estep 
Score: -4829520.000000 Penalty: 5218.894531
	Iteration 40F: 3 clusters Score -4829520 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 30715 members 
Entering Unmasked Estep 
Score: -4829548.500000 Penalty: 5218.894531
	Iteration 41Q: 3 clusters Score -4829548 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 30872 members 
Entering Unmasked Estep 
Score: -4829614.000000 Penalty: 5218.894531
	Iteration 42Q: 3 clusters Score -4829614 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 31000 members 
Entering Unmasked Estep 
Score: -4829649.000000 Penalty: 5218.894531
	Iteration 43Q: 3 clusters Score -4829649 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 31127 members 
Entering Unmasked Estep 
Score: -4829672.000000 Penalty: 5218.894531
	Iteration 44Q: 3 clusters Score -4829672 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 31251 members 
Entering Unmasked Estep 
Score: -4829698.500000 Penalty: 5218.894531
	Iteration 45Q: 3 clusters Score -4829698 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 31382 members 
Entering Unmasked Estep 
Score: -4829725.500000 Penalty: 5218.894531
	Iteration 46Q: 3 clusters Score -4829726 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 31516 members 
Entering Unmasked Estep 
Score: -4829749.500000 Penalty: 5218.894531
	Iteration 47Q: 3 clusters Score -4829750 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 31649 members 
Entering Unmasked Estep 
Score: -4829779.500000 Penalty: 5218.894531
	Iteration 48Q: 3 clusters Score -4829780 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 31776 members 
Entering Unmasked Estep 
Score: -4829798.500000 Penalty: 5218.894531
	Iteration 49Q: 3 clusters Score -4829798 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 31914 members 
Entering Unmasked Estep 
Score: -4829831.500000 Penalty: 5218.894531
	Iteration 50Q: 3 clusters Score -4829832 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 32059 members 
Entering Unmasked Estep 
Score: -4829878.000000 Penalty: 5218.894531
	Iteration 51Q: 3 clusters Score -4829878 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 32211 members 
Entering Unmasked Estep 
Score: -4829904.500000 Penalty: 5218.894531
	Iteration 52Q: 3 clusters Score -4829904 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 32339 members 
Entering Unmasked Estep 
Score: -4829916.500000 Penalty: 5218.894531
	Iteration 53Q: 3 clusters Score -4829916 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 32467 members 
Entering Unmasked Estep 
Score: -4829941.000000 Penalty: 5218.894531
	Iteration 54Q: 3 clusters Score -4829941 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 32594 members 
Entering Unmasked Estep 
Score: -4829992.500000 Penalty: 5218.894531
	Iteration 55Q: 3 clusters Score -4829992 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 32709 members 
Entering Unmasked Estep 
Score: -4830011.000000 Penalty: 5218.894531
	Iteration 56Q: 3 clusters Score -4830011 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 32825 members 
Entering Unmasked Estep 
Score: -4830026.000000 Penalty: 5218.894531
	Iteration 57Q: 3 clusters Score -4830026 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 32939 members 
Entering Unmasked Estep 
Score: -4830056.500000 Penalty: 5218.894531
	Iteration 58Q: 3 clusters Score -4830056 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 33054 members 
Entering Unmasked Estep 
Score: -4830075.000000 Penalty: 5218.894531
	Iteration 59Q: 3 clusters Score -4830075 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 33149 members 
Entering Unmasked Estep 
Score: -4830095.000000 Penalty: 5218.894531
	Iteration 60F: 3 clusters Score -4830095 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 33237 members 
Entering Unmasked Estep 
Score: -4830121.000000 Penalty: 5218.894531
	Iteration 61Q: 3 clusters Score -4830121 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 33336 members 
Entering Unmasked Estep 
Score: -4830146.500000 Penalty: 5218.894531
	Iteration 62Q: 3 clusters Score -4830146 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 33424 members 
Entering Unmasked Estep 
Score: -4830165.500000 Penalty: 5218.894531
	Iteration 63Q: 3 clusters Score -4830166 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 33502 members 
Entering Unmasked Estep 
Score: -4830187.500000 Penalty: 5218.894531
	Iteration 64Q: 3 clusters Score -4830188 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 33582 members 
Entering Unmasked Estep 
Score: -4830218.000000 Penalty: 5218.894531
	Iteration 65Q: 3 clusters Score -4830218 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 33663 members 
Entering Unmasked Estep 
Score: -4830245.500000 Penalty: 5218.894531
	Iteration 66Q: 3 clusters Score -4830246 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 33740 members 
Entering Unmasked Estep 
Score: -4830276.500000 Penalty: 5218.894531
	Iteration 67Q: 3 clusters Score -4830276 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 33806 members 
Entering Unmasked Estep 
Score: -4830284.500000 Penalty: 5218.894531
	Iteration 68Q: 3 clusters Score -4830284 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 33868 members 
Entering Unmasked Estep 
Score: -4830299.500000 Penalty: 5218.894531
	Iteration 69Q: 3 clusters Score -4830300 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 33935 members 
Entering Unmasked Estep 
Score: -4830314.500000 Penalty: 5218.894531
	Iteration 70Q: 3 clusters Score -4830314 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 34004 members 
Entering Unmasked Estep 
Score: -4830339.500000 Penalty: 5218.894531
	Iteration 71Q: 3 clusters Score -4830340 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 34071 members 
Entering Unmasked Estep 
Score: -4830350.500000 Penalty: 5218.894531
	Iteration 72Q: 3 clusters Score -4830350 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 34129 members 
Entering Unmasked Estep 
Score: -4830358.500000 Penalty: 5218.894531
	Iteration 73Q: 3 clusters Score -4830358 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 34180 members 
Entering Unmasked Estep 
Score: -4830386.500000 Penalty: 5218.894531
	Iteration 74Q: 3 clusters Score -4830386 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 34241 members 
Entering Unmasked Estep 
Score: -4830407.000000 Penalty: 5218.894531
	Iteration 75Q: 3 clusters Score -4830407 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 34316 members 
Entering Unmasked Estep 
Score: -4830430.000000 Penalty: 5218.894531
	Iteration 76Q: 3 clusters Score -4830430 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 34384 members 
Entering Unmasked Estep 
Score: -4830447.000000 Penalty: 5218.894531
	Iteration 77Q: 3 clusters Score -4830447 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 34456 members 
Entering Unmasked Estep 
Score: -4830474.000000 Penalty: 5218.894531
	Iteration 78Q: 3 clusters Score -4830474 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 34518 members 
Entering Unmasked Estep 
Score: -4830503.000000 Penalty: 5218.894531
	Iteration 79Q: 3 clusters Score -4830503 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 34568 members 
Entering Unmasked Estep 
Score: -4830515.000000 Penalty: 5218.894531
	Iteration 80F: 3 clusters Score -4830515 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 34620 members 
Entering Unmasked Estep 
Score: -4830522.000000 Penalty: 5218.894531
	Iteration 81Q: 3 clusters Score -4830522 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 34674 members 
Entering Unmasked Estep 
Score: -4830541.500000 Penalty: 5218.894531
	Iteration 82Q: 3 clusters Score -4830542 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 34719 members 
Entering Unmasked Estep 
Score: -4830565.000000 Penalty: 5218.894531
	Iteration 83Q: 3 clusters Score -4830565 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 34766 members 
Entering Unmasked Estep 
Score: -4830582.000000 Penalty: 5218.894531
	Iteration 84Q: 3 clusters Score -4830582 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 34818 members 
Entering Unmasked Estep 
Score: -4830602.000000 Penalty: 5218.894531
	Iteration 85Q: 3 clusters Score -4830602 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 34858 members 
Entering Unmasked Estep 
Score: -4830607.500000 Penalty: 5218.894531
	Iteration 86Q: 3 clusters Score -4830608 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 34891 members 
Entering Unmasked Estep 
Score: -4830624.500000 Penalty: 5218.894531
	Iteration 87Q: 3 clusters Score -4830624 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 34920 members 
Entering Unmasked Estep 
Score: -4830640.500000 Penalty: 5218.894531
	Iteration 88Q: 3 clusters Score -4830640 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 34953 members 
Entering Unmasked Estep 
Score: -4830656.500000 Penalty: 5218.894531
	Iteration 89Q: 3 clusters Score -4830656 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 34988 members 
Entering Unmasked Estep 
Score: -4830658.000000 Penalty: 5218.894531
	Iteration 90Q: 3 clusters Score -4830658 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 35013 members 
Entering Unmasked Estep 
Score: -4830672.500000 Penalty: 5218.894531
	Iteration 91Q: 3 clusters Score -4830672 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 35038 members 
Entering Unmasked Estep 
Score: -4830663.500000 Penalty: 5218.894531
	Iteration 92Q: 3 clusters Score -4830664 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 35064 members 
Entering Unmasked Estep 
Score: -4830675.000000 Penalty: 5218.894531
	Iteration 93Q: 3 clusters Score -4830675 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 35077 members 
Entering Unmasked Estep 
Score: -4830674.500000 Penalty: 5218.894531
	Iteration 94Q: 3 clusters Score -4830674 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 35089 members 
Entering Unmasked Estep 
Score: -4830672.500000 Penalty: 5218.894531
	Iteration 95Q: 3 clusters Score -4830672 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 35102 members 
Entering Unmasked Estep 
Score: -4830677.500000 Penalty: 5218.894531
	Iteration 96Q: 3 clusters Score -4830678 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 35118 members 
Entering Unmasked Estep 
Score: -4830679.500000 Penalty: 5218.894531
	Iteration 97Q: 3 clusters Score -4830680 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 35128 members 
Entering Unmasked Estep 
Score: -4830678.500000 Penalty: 5218.894531
	Iteration 98Q: 3 clusters Score -4830678 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 35135 members 
Entering Unmasked Estep 
Score: -4830681.000000 Penalty: 5218.894531
	Iteration 99Q: 3 clusters Score -4830681 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 35138 members 
Entering Unmasked Estep 
Score: -4830683.500000 Penalty: 5218.894531
	Iteration 100F: 3 clusters Score -4830684 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 35143 members 
Entering Unmasked Estep 
Score: -4830688.500000 Penalty: 5218.894531
	Iteration 101Q: 3 clusters Score -4830688 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 35148 members 
Entering Unmasked Estep 
Score: -4830685.000000 Penalty: 5218.894531
	Iteration 102Q: 3 clusters Score -4830685 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 35154 members 
Entering Unmasked Estep 
Score: -4830678.000000 Penalty: 5218.894531
	Iteration 103Q: 3 clusters Score -4830678 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 35162 members 
Entering Unmasked Estep 
Score: -4830687.500000 Penalty: 5218.894531
	Iteration 104Q: 3 clusters Score -4830688 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 35168 members 
Entering Unmasked Estep 
Score: -4830689.500000 Penalty: 5218.894531
	Iteration 105Q: 3 clusters Score -4830690 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 35178 members 
Entering Unmasked Estep 
Score: -4830683.500000 Penalty: 5218.894531
	Iteration 106Q: 3 clusters Score -4830684 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 35187 members 
Entering Unmasked Estep 
Score: -4830690.000000 Penalty: 5218.894531
	Iteration 107Q: 3 clusters Score -4830690 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 35197 members 
Entering Unmasked Estep 
Score: -4830695.000000 Penalty: 5218.894531
	Iteration 108Q: 3 clusters Score -4830695 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 35208 members 
Entering Unmasked Estep 
Score: -4830696.000000 Penalty: 5218.894531
	Iteration 109Q: 3 clusters Score -4830696 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 35216 members 
Entering Unmasked Estep 
Score: -4830700.000000 Penalty: 5218.894531
	Iteration 110Q: 3 clusters Score -4830700 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 35229 members 
Entering Unmasked Estep 
Score: -4830701.500000 Penalty: 5218.894531
	Iteration 111Q: 3 clusters Score -4830702 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 35248 members 
Entering Unmasked Estep 
Score: -4830704.500000 Penalty: 5218.894531
	Iteration 112Q: 3 clusters Score -4830704 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 35263 members 
Entering Unmasked Estep 
Score: -4830703.500000 Penalty: 5218.894531
	Iteration 113Q: 3 clusters Score -4830704 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 35274 members 
Entering Unmasked Estep 
Score: -4830703.000000 Penalty: 5218.894531
	Iteration 114Q: 3 clusters Score -4830703 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 35280 members 
Entering Unmasked Estep 
Score: -4830710.000000 Penalty: 5218.894531
	Iteration 115Q: 3 clusters Score -4830710 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 35295 members 
Entering Unmasked Estep 
Score: -4830705.500000 Penalty: 5218.894531
	Iteration 116Q: 3 clusters Score -4830706 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 35304 members 
Entering Unmasked Estep 
Score: -4830722.500000 Penalty: 5218.894531
	Iteration 117Q: 3 clusters Score -4830722 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 35314 members 
Entering Unmasked Estep 
Score: -4830728.000000 Penalty: 5218.894531
	Iteration 118Q: 3 clusters Score -4830728 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 35326 members 
Entering Unmasked Estep 
Score: -4830737.500000 Penalty: 5218.894531
	Iteration 119Q: 3 clusters Score -4830738 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 35333 members 
Entering Unmasked Estep 
Score: -4830740.000000 Penalty: 5218.894531
	Iteration 120F: 3 clusters Score -4830740 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 35334 members 
Entering Unmasked Estep 
Score: -4830745.500000 Penalty: 5218.894531
	Iteration 121Q: 3 clusters Score -4830746 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 35340 members 
Entering Unmasked Estep 
Score: -4830742.500000 Penalty: 5218.894531
	Iteration 122Q: 3 clusters Score -4830742 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 35350 members 
Entering Unmasked Estep 
Score: -4830742.500000 Penalty: 5218.894531
	Iteration 123Q: 3 clusters Score -4830742 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 35361 members 
Entering Unmasked Estep 
Score: -4830735.500000 Penalty: 5218.894531
	Iteration 124Q: 3 clusters Score -4830736 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 35372 members 
Entering Unmasked Estep 
Score: -4830745.500000 Penalty: 5218.894531
	Iteration 125Q: 3 clusters Score -4830746 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 35381 members 
Entering Unmasked Estep 
Score: -4830752.500000 Penalty: 5218.894531
	Iteration 126Q: 3 clusters Score -4830752 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 35395 members 
Entering Unmasked Estep 
Score: -4830751.500000 Penalty: 5218.894531
	Iteration 127Q: 3 clusters Score -4830752 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 35411 members 
Entering Unmasked Estep 
Score: -4830765.000000 Penalty: 5218.894531
	Iteration 128Q: 3 clusters Score -4830765 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 35419 members 
Entering Unmasked Estep 
Score: -4830769.000000 Penalty: 5218.894531
	Iteration 129Q: 3 clusters Score -4830769 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 35428 members 
Entering Unmasked Estep 
Score: -4830770.000000 Penalty: 5218.894531
	Iteration 130Q: 3 clusters Score -4830770 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 35433 members 
Entering Unmasked Estep 
Score: -4830779.000000 Penalty: 5218.894531
	Iteration 131Q: 3 clusters Score -4830779 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 35437 members 
Entering Unmasked Estep 
Score: -4830776.500000 Penalty: 5218.894531
	Iteration 132Q: 3 clusters Score -4830776 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 35436 members 
Entering Unmasked Estep 
Score: -4830778.500000 Penalty: 5218.894531
	Iteration 133Q: 3 clusters Score -4830778 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 35437 members 
Entering Unmasked Estep 
Score: -4830780.000000 Penalty: 5218.894531
	Iteration 134Q: 3 clusters Score -4830780 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 35438 members 
Entering Unmasked Estep 
Score: -4830779.500000 Penalty: 5218.894531
	Iteration 135Q: 3 clusters Score -4830780 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 35440 members 
Entering Unmasked Estep 
Score: -4830776.500000 Penalty: 5218.894531
	Iteration 136Q: 3 clusters Score -4830776 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 35441 members 
Entering Unmasked Estep 
Score: -4830775.500000 Penalty: 5218.894531
	Iteration 137Q: 3 clusters Score -4830776 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 35441 members 
Entering Unmasked Estep 
Score: -4830775.500000 Penalty: 5218.894531
	Iteration 138F: 3 clusters Score -4830776 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (4527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Entering Unmasked Estep 
Score: -558546.312500 Penalty: 2087.618164
	Iteration 0F: 2 clusters Score -558546.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -554322.375000 Penalty: 4175.236328
	Iteration 0F: 3 clusters Score -554322.4 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -555329.250000 Penalty: 4175.236328
	Iteration 1F: 3 clusters Score -555329.2 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -555568.062500 Penalty: 4175.236328
	Iteration 2F: 3 clusters Score -555568.1 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -555747.687500 Penalty: 4175.236328
	Iteration 3F: 3 clusters Score -555747.7 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -555913.750000 Penalty: 4175.236328
	Iteration 4Q: 3 clusters Score -555913.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -556082.312500 Penalty: 4175.236328
	Iteration 5Q: 3 clusters Score -556082.3 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -556264.625000 Penalty: 4175.236328
	Iteration 6Q: 3 clusters Score -556264.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -556409.937500 Penalty: 4175.236328
	Iteration 7Q: 3 clusters Score -556409.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -556541.125000 Penalty: 4175.236328
	Iteration 8Q: 3 clusters Score -556541.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -556692.937500 Penalty: 4175.236328
	Iteration 9Q: 3 clusters Score -556692.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -556800.000000 Penalty: 4175.236328
	Iteration 10Q: 3 clusters Score -556800 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -556897.687500 Penalty: 4175.236328
	Iteration 11Q: 3 clusters Score -556897.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -557001.187500 Penalty: 4175.236328
	Iteration 12Q: 3 clusters Score -557001.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -557079.625000 Penalty: 4175.236328
	Iteration 13Q: 3 clusters Score -557079.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -557158.812500 Penalty: 4175.236328
	Iteration 14Q: 3 clusters Score -557158.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -557210.562500 Penalty: 4175.236328
	Iteration 15Q: 3 clusters Score -557210.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -557254.125000 Penalty: 4175.236328
	Iteration 16Q: 3 clusters Score -557254.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -557305.812500 Penalty: 4175.236328
	Iteration 17Q: 3 clusters Score -557305.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -557362.062500 Penalty: 4175.236328
	Iteration 18Q: 3 clusters Score -557362.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -557419.125000 Penalty: 4175.236328
	Iteration 19Q: 3 clusters Score -557419.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -557463.812500 Penalty: 4175.236328
	Iteration 20F: 3 clusters Score -557463.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -557493.250000 Penalty: 4175.236328
	Iteration 21Q: 3 clusters Score -557493.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -557515.562500 Penalty: 4175.236328
	Iteration 22Q: 3 clusters Score -557515.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -557530.562500 Penalty: 4175.236328
	Iteration 23Q: 3 clusters Score -557530.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -557547.125000 Penalty: 4175.236328
	Iteration 24Q: 3 clusters Score -557547.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -557556.312500 Penalty: 4175.236328
	Iteration 25Q: 3 clusters Score -557556.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -557562.375000 Penalty: 4175.236328
	Iteration 26Q: 3 clusters Score -557562.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -557570.375000 Penalty: 4175.236328
	Iteration 27Q: 3 clusters Score -557570.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -557573.812500 Penalty: 4175.236328
	Iteration 28Q: 3 clusters Score -557573.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -557578.437500 Penalty: 4175.236328
	Iteration 29Q: 3 clusters Score -557578.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -557581.750000 Penalty: 4175.236328
	Iteration 30Q: 3 clusters Score -557581.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -557581.937500 Penalty: 4175.236328
	Iteration 31Q: 3 clusters Score -557581.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -557582.375000 Penalty: 4175.236328
	Iteration 32Q: 3 clusters Score -557582.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -557582.937500 Penalty: 4175.236328
	Iteration 33Q: 3 clusters Score -557582.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -557583.812500 Penalty: 4175.236328
	Iteration 34Q: 3 clusters Score -557583.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -557583.812500 Penalty: 4175.236328
	Iteration 35F: 3 clusters Score -557583.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Entering Unmasked Estep 
Score: -44904.378906 Penalty: 1531.614990
	Iteration 0F: 2 clusters Score -44904.38 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 259 members 
Entering Unmasked Estep 
Score: -43515.062500 Penalty: 3063.229980
	Iteration 0F: 3 clusters Score -43515.06 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -43875.582031 Penalty: 3063.229980
	Iteration 1F: 3 clusters Score -43875.58 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -44208.878906 Penalty: 3063.229980
	Iteration 2F: 3 clusters Score -44208.88 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -44558.175781 Penalty: 3063.229980
	Iteration 3F: 3 clusters Score -44558.18 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -44801.988281 Penalty: 3063.229980
	Iteration 4Q: 3 clusters Score -44801.99 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -45017.238281 Penalty: 3063.229980
	Iteration 5Q: 3 clusters Score -45017.24 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -45116.722656 Penalty: 3063.229980
	Iteration 6Q: 3 clusters Score -45116.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -45135.175781 Penalty: 3063.229980
	Iteration 7Q: 3 clusters Score -45135.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -45159.597656 Penalty: 3063.229980
	Iteration 8Q: 3 clusters Score -45159.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -45161.324219 Penalty: 3063.229980
	Iteration 9Q: 3 clusters Score -45161.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -45166.062500 Penalty: 3063.229980
	Iteration 10F: 3 clusters Score -45166.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -45172.734375 Penalty: 3063.229980
	Iteration 11Q: 3 clusters Score -45172.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -45203.792969 Penalty: 3063.229980
	Iteration 12Q: 3 clusters Score -45203.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -45257.304688 Penalty: 3063.229980
	Iteration 13Q: 3 clusters Score -45257.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -45293.398438 Penalty: 3063.229980
	Iteration 14Q: 3 clusters Score -45293.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -45326.847656 Penalty: 3063.229980
	Iteration 15Q: 3 clusters Score -45326.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -45384.527344 Penalty: 3063.229980
	Iteration 16Q: 3 clusters Score -45384.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -45410.308594 Penalty: 3063.229980
	Iteration 17Q: 3 clusters Score -45410.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -45445.132812 Penalty: 3063.229980
	Iteration 18Q: 3 clusters Score -45445.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -45453.886719 Penalty: 3063.229980
	Iteration 19Q: 3 clusters Score -45453.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -45467.105469 Penalty: 3063.229980
	Iteration 20F: 3 clusters Score -45467.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -45483.058594 Penalty: 3063.229980
	Iteration 21Q: 3 clusters Score -45483.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -45491.796875 Penalty: 3063.229980
	Iteration 22Q: 3 clusters Score -45491.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -45491.796875 Penalty: 3063.229980
	Iteration 23F: 3 clusters Score -45491.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 52553 members 
Mstep: Class 3 contains 5280 members 
Mstep: Class 4 contains 27249 members 
Mstep: Class 5 contains 8286 members 
Mstep: Class 6 contains 4490 members 
Mstep: Class 7 contains 26582 members 
Mstep: Class 8 contains 749 members 
Mstep: Class 9 contains 10973 members 
Mstep: Class 10 contains 3040 members 
Mstep: Class 11 contains 37309 members 
Mstep: Class 12 contains 23336 members 
Mstep: Class 13 contains 215708 members 
Mstep: Class 14 contains 40995 members 
Mstep: Class 15 contains 657 members 
Mstep: Class 16 contains 29095 members 
Mstep: Class 17 contains 9366 members 
Mstep: Class 18 contains 14308 members 
Mstep: Class 19 contains 61584 members 
Mstep: Class 20 contains 10998 members 
Mstep: Class 21 contains 16567 members 
Mstep: Class 22 contains 2993 members 
Mstep: Class 23 contains 2570 members 
Mstep: Class 24 contains 18665 members 
Mstep: Class 25 contains 2068 members 
Mstep: Class 26 contains 22288 members 
Mstep: Class 27 contains 6174 members 
Mstep: Class 28 contains 4115 members 
Mstep: Class 29 contains 37122 members 
Mstep: Class 30 contains 4527 members 
Mstep: Class 31 contains 206 members 
Mstep: Class 32 contains 381 members 
Mstep: Class 33 contains 38551 members 
Mstep: Class 34 contains 605 members 
Mstep: Class 35 contains 8732 members 
Mstep: Class 36 contains 2453 members 
Mstep: Class 37 contains 164248 members 
Mstep: Class 38 contains 8339 members 
Mstep: Class 39 contains 4265 members 
Mstep: Class 40 contains 5324 members 
Mstep: Class 41 contains 2913 members 
Mstep: Class 42 contains 3709 members 
Mstep: Class 43 contains 550 members 
Mstep: Class 44 contains 3468 members 
Mstep: Class 45 contains 1907 members 
Mstep: Class 46 contains 399 members 
Mstep: Class 47 contains 5100 members 
Mstep: Class 48 contains 1819 members 
Mstep: Class 49 contains 4225 members 
Mstep: Class 50 contains 6309 members 
Mstep: Class 51 contains 175504 members 
Mstep: Class 52 contains 342 members 
Mstep: Class 53 contains 204 members 
Mstep: Class 54 contains 355 members 
Mstep: Class 55 contains 4301 members 
Mstep: Class 56 contains 2518 members 
Mstep: Class 57 contains 179 members 
Mstep: Class 58 contains 10459 members 
Mstep: Class 59 contains 648 members 
Mstep: Class 60 contains 17851 members 
Mstep: Class 61 contains 255 members 
Mstep: Class 62 contains 1182 members 
Mstep: Class 63 contains 438 members 
Mstep: Class 64 contains 344 members 
Mstep: Class 65 contains 613 members 
Mstep: Class 66 contains 876 members 
Mstep: Class 67 contains 188 members 
Mstep: Class 68 contains 326 members 
Mstep: Class 69 contains 164 members 
Mstep: Class 70 contains 306 members 
Mstep: Class 71 contains 853 members 
Mstep: Class 72 contains 435 members 
Mstep: Class 73 contains 379 members 
Mstep: Class 74 contains 225 members 
Mstep: Class 75 contains 500 members 
Mstep: Class 76 contains 227 members 
Mstep: Class 77 contains 397 members 
Mstep: Class 78 contains 492 members 
Mstep: Class 79 contains 1045 members 
Mstep: Class 80 contains 1251 members 
Mstep: Class 81 contains 1512 members 
Mstep: Class 82 contains 275 members 
Entering Unmasked Estep 
Score: -147554480.000000 Penalty: 284459.781250
Splitting cluster 31 changes total score from -147555744.000000 to -147554480.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 32 (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: -49476.332031 Penalty: 1473.814331
	Iteration 0F: 2 clusters Score -49476.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -48358.023438 Penalty: 2947.628662
	Iteration 0F: 3 clusters Score -48358.02 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -49032.531250 Penalty: 2947.628662
	Iteration 1F: 3 clusters Score -49032.53 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -49471.195312 Penalty: 2947.628662
	Iteration 2F: 3 clusters Score -49471.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -49751.785156 Penalty: 2947.628662
	Iteration 3F: 3 clusters Score -49751.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -49924.226562 Penalty: 2947.628662
	Iteration 4Q: 3 clusters Score -49924.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -49924.226562 Penalty: 2947.628662
	Iteration 5F: 3 clusters Score -49924.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 52553 members 
Mstep: Class 3 contains 5280 members 
Mstep: Class 4 contains 27249 members 
Mstep: Class 5 contains 8286 members 
Mstep: Class 6 contains 4490 members 
Mstep: Class 7 contains 26582 members 
Mstep: Class 8 contains 749 members 
Mstep: Class 9 contains 10973 members 
Mstep: Class 10 contains 3040 members 
Mstep: Class 11 contains 37309 members 
Mstep: Class 12 contains 23336 members 
Mstep: Class 13 contains 215708 members 
Mstep: Class 14 contains 40995 members 
Mstep: Class 15 contains 657 members 
Mstep: Class 16 contains 29095 members 
Mstep: Class 17 contains 9366 members 
Mstep: Class 18 contains 14308 members 
Mstep: Class 19 contains 61584 members 
Mstep: Class 20 contains 10998 members 
Mstep: Class 21 contains 16567 members 
Mstep: Class 22 contains 2993 members 
Mstep: Class 23 contains 2570 members 
Mstep: Class 24 contains 18665 members 
Mstep: Class 25 contains 2068 members 
Mstep: Class 26 contains 22288 members 
Mstep: Class 27 contains 6174 members 
Mstep: Class 28 contains 4115 members 
Mstep: Class 29 contains 37122 members 
Mstep: Class 30 contains 4527 members 
Mstep: Class 31 contains 481 members 
Mstep: Class 32 contains 215 members 
Mstep: Class 33 contains 38551 members 
Mstep: Class 34 contains 605 members 
Mstep: Class 35 contains 8732 members 
Mstep: Class 36 contains 2453 members 
Mstep: Class 37 contains 164248 members 
Mstep: Class 38 contains 8339 members 
Mstep: Class 39 contains 4265 members 
Mstep: Class 40 contains 5324 members 
Mstep: Class 41 contains 2913 members 
Mstep: Class 42 contains 3709 members 
Mstep: Class 43 contains 550 members 
Mstep: Class 44 contains 3468 members 
Mstep: Class 45 contains 1907 members 
Mstep: Class 46 contains 399 members 
Mstep: Class 47 contains 5100 members 
Mstep: Class 48 contains 1819 members 
Mstep: Class 49 contains 4225 members 
Mstep: Class 50 contains 6309 members 
Mstep: Class 51 contains 175504 members 
Mstep: Class 52 contains 342 members 
Mstep: Class 53 contains 204 members 
Mstep: Class 54 contains 355 members 
Mstep: Class 55 contains 4301 members 
Mstep: Class 56 contains 2518 members 
Mstep: Class 57 contains 179 members 
Mstep: Class 58 contains 10459 members 
Mstep: Class 59 contains 648 members 
Mstep: Class 60 contains 17851 members 
Mstep: Class 61 contains 255 members 
Mstep: Class 62 contains 1182 members 
Mstep: Class 63 contains 438 members 
Mstep: Class 64 contains 344 members 
Mstep: Class 65 contains 613 members 
Mstep: Class 66 contains 876 members 
Mstep: Class 67 contains 188 members 
Mstep: Class 68 contains 326 members 
Mstep: Class 69 contains 164 members 
Mstep: Class 70 contains 306 members 
Mstep: Class 71 contains 853 members 
Mstep: Class 72 contains 435 members 
Mstep: Class 73 contains 379 members 
Mstep: Class 74 contains 225 members 
Mstep: Class 75 contains 500 members 
Mstep: Class 76 contains 227 members 
Mstep: Class 77 contains 397 members 
Mstep: Class 78 contains 492 members 
Mstep: Class 79 contains 1045 members 
Mstep: Class 80 contains 1251 members 
Mstep: Class 81 contains 1512 members 
Mstep: Class 82 contains 166 members 
Entering Unmasked Estep 
Score: -147554096.000000 Penalty: 284459.781250
Splitting cluster 32 changes total score from -147555744.000000 to -147554096.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 33 (38551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38551 members 
Entering Unmasked Estep 
Score: -4884250.000000 Penalty: 2618.814941
	Iteration 0F: 2 clusters Score -4884250 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19186 members 
Mstep: Class 2 contains 19365 members 
Entering Unmasked Estep 
Score: -4858070.500000 Penalty: 5237.629883
	Iteration 0F: 3 clusters Score -4858070 nChanged 17646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18364 members 
Mstep: Class 2 contains 20187 members 
Entering Unmasked Estep 
Score: -4867870.000000 Penalty: 5237.629883
	Iteration 1F: 3 clusters Score -4867870 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17781 members 
Mstep: Class 2 contains 20770 members 
Entering Unmasked Estep 
Score: -4868538.000000 Penalty: 5237.629883
	Iteration 2Q: 3 clusters Score -4868538 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17005 members 
Mstep: Class 2 contains 21546 members 
Entering Unmasked Estep 
Score: -4869287.500000 Penalty: 5237.629883
	Iteration 3Q: 3 clusters Score -4869288 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15836 members 
Mstep: Class 2 contains 22715 members 
Entering Unmasked Estep 
Score: -4870325.000000 Penalty: 5237.629883
	Iteration 4F: 3 clusters Score -4870325 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14286 members 
Mstep: Class 2 contains 24265 members 
Entering Unmasked Estep 
Score: -4871731.500000 Penalty: 5237.629883
	Iteration 5F: 3 clusters Score -4871732 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12373 members 
Mstep: Class 2 contains 26178 members 
Entering Unmasked Estep 
Score: -4873586.500000 Penalty: 5237.629883
	Iteration 6F: 3 clusters Score -4873586 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10353 members 
Mstep: Class 2 contains 28198 members 
Entering Unmasked Estep 
Score: -4875681.000000 Penalty: 5237.629883
	Iteration 7F: 3 clusters Score -4875681 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 29968 members 
Entering Unmasked Estep 
Score: -4877585.500000 Penalty: 5237.629883
	Iteration 8F: 3 clusters Score -4877586 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 31236 members 
Entering Unmasked Estep 
Score: -4878932.000000 Penalty: 5237.629883
	Iteration 9Q: 3 clusters Score -4878932 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 32098 members 
Entering Unmasked Estep 
Score: -4879773.500000 Penalty: 5237.629883
	Iteration 10Q: 3 clusters Score -4879774 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 32724 members 
Entering Unmasked Estep 
Score: -4880237.500000 Penalty: 5237.629883
	Iteration 11Q: 3 clusters Score -4880238 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 33237 members 
Entering Unmasked Estep 
Score: -4880582.500000 Penalty: 5237.629883
	Iteration 12Q: 3 clusters Score -4880582 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 33729 members 
Entering Unmasked Estep 
Score: -4880863.000000 Penalty: 5237.629883
	Iteration 13Q: 3 clusters Score -4880863 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 34165 members 
Entering Unmasked Estep 
Score: -4881090.500000 Penalty: 5237.629883
	Iteration 14Q: 3 clusters Score -4881090 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 34544 members 
Entering Unmasked Estep 
Score: -4881299.500000 Penalty: 5237.629883
	Iteration 15Q: 3 clusters Score -4881300 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 34866 members 
Entering Unmasked Estep 
Score: -4881440.000000 Penalty: 5237.629883
	Iteration 16Q: 3 clusters Score -4881440 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 35147 members 
Entering Unmasked Estep 
Score: -4881555.000000 Penalty: 5237.629883
	Iteration 17Q: 3 clusters Score -4881555 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 35400 members 
Entering Unmasked Estep 
Score: -4881658.000000 Penalty: 5237.629883
	Iteration 18Q: 3 clusters Score -4881658 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 35600 members 
Entering Unmasked Estep 
Score: -4881734.500000 Penalty: 5237.629883
	Iteration 19Q: 3 clusters Score -4881734 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 35753 members 
Entering Unmasked Estep 
Score: -4881790.500000 Penalty: 5237.629883
	Iteration 20F: 3 clusters Score -4881790 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 35893 members 
Entering Unmasked Estep 
Score: -4881864.000000 Penalty: 5237.629883
	Iteration 21Q: 3 clusters Score -4881864 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 36014 members 
Entering Unmasked Estep 
Score: -4881917.000000 Penalty: 5237.629883
	Iteration 22Q: 3 clusters Score -4881917 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 36127 members 
Entering Unmasked Estep 
Score: -4881964.000000 Penalty: 5237.629883
	Iteration 23Q: 3 clusters Score -4881964 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 36223 members 
Entering Unmasked Estep 
Score: -4881994.500000 Penalty: 5237.629883
	Iteration 24Q: 3 clusters Score -4881994 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 36300 members 
Entering Unmasked Estep 
Score: -4882011.500000 Penalty: 5237.629883
	Iteration 25Q: 3 clusters Score -4882012 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 36369 members 
Entering Unmasked Estep 
Score: -4882035.000000 Penalty: 5237.629883
	Iteration 26Q: 3 clusters Score -4882035 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 36432 members 
Entering Unmasked Estep 
Score: -4882060.000000 Penalty: 5237.629883
	Iteration 27Q: 3 clusters Score -4882060 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 36494 members 
Entering Unmasked Estep 
Score: -4882086.000000 Penalty: 5237.629883
	Iteration 28Q: 3 clusters Score -4882086 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 36550 members 
Entering Unmasked Estep 
Score: -4882098.500000 Penalty: 5237.629883
	Iteration 29Q: 3 clusters Score -4882098 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 36592 members 
Entering Unmasked Estep 
Score: -4882123.500000 Penalty: 5237.629883
	Iteration 30Q: 3 clusters Score -4882124 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 36638 members 
Entering Unmasked Estep 
Score: -4882143.000000 Penalty: 5237.629883
	Iteration 31Q: 3 clusters Score -4882143 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 36677 members 
Entering Unmasked Estep 
Score: -4882158.000000 Penalty: 5237.629883
	Iteration 32Q: 3 clusters Score -4882158 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 36707 members 
Entering Unmasked Estep 
Score: -4882163.500000 Penalty: 5237.629883
	Iteration 33Q: 3 clusters Score -4882164 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 36729 members 
Entering Unmasked Estep 
Score: -4882163.000000 Penalty: 5237.629883
	Iteration 34Q: 3 clusters Score -4882163 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 36749 members 
Entering Unmasked Estep 
Score: -4882165.000000 Penalty: 5237.629883
	Iteration 35Q: 3 clusters Score -4882165 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 36766 members 
Entering Unmasked Estep 
Score: -4882178.500000 Penalty: 5237.629883
	Iteration 36Q: 3 clusters Score -4882178 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 36784 members 
Entering Unmasked Estep 
Score: -4882183.500000 Penalty: 5237.629883
	Iteration 37Q: 3 clusters Score -4882184 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 36800 members 
Entering Unmasked Estep 
Score: -4882191.500000 Penalty: 5237.629883
	Iteration 38Q: 3 clusters Score -4882192 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 36816 members 
Entering Unmasked Estep 
Score: -4882206.500000 Penalty: 5237.629883
	Iteration 39Q: 3 clusters Score -4882206 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 36827 members 
Entering Unmasked Estep 
Score: -4882202.000000 Penalty: 5237.629883
	Iteration 40F: 3 clusters Score -4882202 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 36839 members 
Entering Unmasked Estep 
Score: -4882204.000000 Penalty: 5237.629883
	Iteration 41Q: 3 clusters Score -4882204 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 36843 members 
Entering Unmasked Estep 
Score: -4882203.000000 Penalty: 5237.629883
	Iteration 42Q: 3 clusters Score -4882203 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 36846 members 
Entering Unmasked Estep 
Score: -4882197.500000 Penalty: 5237.629883
	Iteration 43Q: 3 clusters Score -4882198 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 36850 members 
Entering Unmasked Estep 
Score: -4882199.500000 Penalty: 5237.629883
	Iteration 44Q: 3 clusters Score -4882200 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 36854 members 
Entering Unmasked Estep 
Score: -4882205.500000 Penalty: 5237.629883
	Iteration 45Q: 3 clusters Score -4882206 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 36858 members 
Entering Unmasked Estep 
Score: -4882205.500000 Penalty: 5237.629883
	Iteration 46Q: 3 clusters Score -4882206 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 36858 members 
Entering Unmasked Estep 
Score: -4882203.500000 Penalty: 5237.629883
	Iteration 47Q: 3 clusters Score -4882204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 36861 members 
Entering Unmasked Estep 
Score: -4882211.000000 Penalty: 5237.629883
	Iteration 48Q: 3 clusters Score -4882211 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 36864 members 
Entering Unmasked Estep 
Score: -4882212.500000 Penalty: 5237.629883
	Iteration 49Q: 3 clusters Score -4882212 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 36866 members 
Entering Unmasked Estep 
Score: -4882219.000000 Penalty: 5237.629883
	Iteration 50Q: 3 clusters Score -4882219 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 36870 members 
Entering Unmasked Estep 
Score: -4882216.000000 Penalty: 5237.629883
	Iteration 51Q: 3 clusters Score -4882216 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 36878 members 
Entering Unmasked Estep 
Score: -4882218.500000 Penalty: 5237.629883
	Iteration 52Q: 3 clusters Score -4882218 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 36888 members 
Entering Unmasked Estep 
Score: -4882223.500000 Penalty: 5237.629883
	Iteration 53Q: 3 clusters Score -4882224 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 36900 members 
Entering Unmasked Estep 
Score: -4882231.000000 Penalty: 5237.629883
	Iteration 54Q: 3 clusters Score -4882231 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 36915 members 
Entering Unmasked Estep 
Score: -4882237.500000 Penalty: 5237.629883
	Iteration 55Q: 3 clusters Score -4882238 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 36930 members 
Entering Unmasked Estep 
Score: -4882239.500000 Penalty: 5237.629883
	Iteration 56Q: 3 clusters Score -4882240 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 36939 members 
Entering Unmasked Estep 
Score: -4882236.000000 Penalty: 5237.629883
	Iteration 57Q: 3 clusters Score -4882236 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 36947 members 
Entering Unmasked Estep 
Score: -4882238.500000 Penalty: 5237.629883
	Iteration 58Q: 3 clusters Score -4882238 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 36956 members 
Entering Unmasked Estep 
Score: -4882237.500000 Penalty: 5237.629883
	Iteration 59Q: 3 clusters Score -4882238 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 36959 members 
Entering Unmasked Estep 
Score: -4882241.500000 Penalty: 5237.629883
	Iteration 60F: 3 clusters Score -4882242 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 36963 members 
Entering Unmasked Estep 
Score: -4882244.500000 Penalty: 5237.629883
	Iteration 61Q: 3 clusters Score -4882244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 36965 members 
Entering Unmasked Estep 
Score: -4882244.500000 Penalty: 5237.629883
	Iteration 62Q: 3 clusters Score -4882244 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 36966 members 
Entering Unmasked Estep 
Score: -4882248.000000 Penalty: 5237.629883
	Iteration 63Q: 3 clusters Score -4882248 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 36966 members 
Entering Unmasked Estep 
Score: -4882248.000000 Penalty: 5237.629883
	Iteration 64F: 3 clusters Score -4882248 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Entering Unmasked Estep 
Score: -85244.648438 Penalty: 1588.496704
	Iteration 0F: 2 clusters Score -85244.65 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 297 members 
Entering Unmasked Estep 
Score: -83714.851562 Penalty: 3176.993408
	Iteration 0F: 3 clusters Score -83714.85 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -84398.039062 Penalty: 3176.993408
	Iteration 1F: 3 clusters Score -84398.04 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -85618.390625 Penalty: 3176.993408
	Iteration 2F: 3 clusters Score -85618.39 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -86034.750000 Penalty: 3176.993408
	Iteration 3F: 3 clusters Score -86034.75 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -86219.570312 Penalty: 3176.993408
	Iteration 4Q: 3 clusters Score -86219.57 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -86370.414062 Penalty: 3176.993408
	Iteration 5Q: 3 clusters Score -86370.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -86383.500000 Penalty: 3176.993408
	Iteration 6Q: 3 clusters Score -86383.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -86383.500000 Penalty: 3176.993408
	Iteration 7F: 3 clusters Score -86383.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 52553 members 
Mstep: Class 3 contains 5280 members 
Mstep: Class 4 contains 27249 members 
Mstep: Class 5 contains 8286 members 
Mstep: Class 6 contains 4490 members 
Mstep: Class 7 contains 26582 members 
Mstep: Class 8 contains 749 members 
Mstep: Class 9 contains 10973 members 
Mstep: Class 10 contains 3040 members 
Mstep: Class 11 contains 37309 members 
Mstep: Class 12 contains 23336 members 
Mstep: Class 13 contains 215708 members 
Mstep: Class 14 contains 40995 members 
Mstep: Class 15 contains 657 members 
Mstep: Class 16 contains 29095 members 
Mstep: Class 17 contains 9366 members 
Mstep: Class 18 contains 14308 members 
Mstep: Class 19 contains 61584 members 
Mstep: Class 20 contains 10998 members 
Mstep: Class 21 contains 16567 members 
Mstep: Class 22 contains 2993 members 
Mstep: Class 23 contains 2570 members 
Mstep: Class 24 contains 18665 members 
Mstep: Class 25 contains 2068 members 
Mstep: Class 26 contains 22288 members 
Mstep: Class 27 contains 6174 members 
Mstep: Class 28 contains 4115 members 
Mstep: Class 29 contains 37122 members 
Mstep: Class 30 contains 4527 members 
Mstep: Class 31 contains 481 members 
Mstep: Class 32 contains 381 members 
Mstep: Class 33 contains 38551 members 
Mstep: Class 34 contains 369 members 
Mstep: Class 35 contains 8732 members 
Mstep: Class 36 contains 2453 members 
Mstep: Class 37 contains 164248 members 
Mstep: Class 38 contains 8339 members 
Mstep: Class 39 contains 4265 members 
Mstep: Class 40 contains 5324 members 
Mstep: Class 41 contains 2913 members 
Mstep: Class 42 contains 3709 members 
Mstep: Class 43 contains 550 members 
Mstep: Class 44 contains 3468 members 
Mstep: Class 45 contains 1907 members 
Mstep: Class 46 contains 399 members 
Mstep: Class 47 contains 5100 members 
Mstep: Class 48 contains 1819 members 
Mstep: Class 49 contains 4225 members 
Mstep: Class 50 contains 6309 members 
Mstep: Class 51 contains 175504 members 
Mstep: Class 52 contains 342 members 
Mstep: Class 53 contains 204 members 
Mstep: Class 54 contains 355 members 
Mstep: Class 55 contains 4301 members 
Mstep: Class 56 contains 2518 members 
Mstep: Class 57 contains 179 members 
Mstep: Class 58 contains 10459 members 
Mstep: Class 59 contains 648 members 
Mstep: Class 60 contains 17851 members 
Mstep: Class 61 contains 255 members 
Mstep: Class 62 contains 1182 members 
Mstep: Class 63 contains 438 members 
Mstep: Class 64 contains 344 members 
Mstep: Class 65 contains 613 members 
Mstep: Class 66 contains 876 members 
Mstep: Class 67 contains 188 members 
Mstep: Class 68 contains 326 members 
Mstep: Class 69 contains 164 members 
Mstep: Class 70 contains 306 members 
Mstep: Class 71 contains 853 members 
Mstep: Class 72 contains 435 members 
Mstep: Class 73 contains 379 members 
Mstep: Class 74 contains 225 members 
Mstep: Class 75 contains 500 members 
Mstep: Class 76 contains 227 members 
Mstep: Class 77 contains 397 members 
Mstep: Class 78 contains 492 members 
Mstep: Class 79 contains 1045 members 
Mstep: Class 80 contains 1251 members 
Mstep: Class 81 contains 1512 members 
Mstep: Class 82 contains 236 members 
Entering Unmasked Estep 
Score: -147555120.000000 Penalty: 284459.781250
Splitting cluster 34 changes total score from -147555744.000000 to -147555120.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 35 (8732 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Entering Unmasked Estep 
Score: -1097606.750000 Penalty: 2250.538086
	Iteration 0F: 2 clusters Score -1097607 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -1090770.625000 Penalty: 4501.076172
	Iteration 0F: 3 clusters Score -1090771 nChanged 3522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -1092711.125000 Penalty: 4501.076172
	Iteration 1F: 3 clusters Score -1092711 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -1093051.750000 Penalty: 4501.076172
	Iteration 2F: 3 clusters Score -1093052 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -1093340.125000 Penalty: 4501.076172
	Iteration 3F: 3 clusters Score -1093340 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -1093609.875000 Penalty: 4501.076172
	Iteration 4Q: 3 clusters Score -1093610 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -1093907.000000 Penalty: 4501.076172
	Iteration 5Q: 3 clusters Score -1093907 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -1094186.375000 Penalty: 4501.076172
	Iteration 6Q: 3 clusters Score -1094186 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -1094407.375000 Penalty: 4501.076172
	Iteration 7Q: 3 clusters Score -1094407 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -1094564.750000 Penalty: 4501.076172
	Iteration 8Q: 3 clusters Score -1094565 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -1094691.125000 Penalty: 4501.076172
	Iteration 9Q: 3 clusters Score -1094691 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -1094793.125000 Penalty: 4501.076172
	Iteration 10Q: 3 clusters Score -1094793 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -1094875.375000 Penalty: 4501.076172
	Iteration 11Q: 3 clusters Score -1094875 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -1094968.875000 Penalty: 4501.076172
	Iteration 12Q: 3 clusters Score -1094969 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -1095078.625000 Penalty: 4501.076172
	Iteration 13Q: 3 clusters Score -1095079 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -1095231.875000 Penalty: 4501.076172
	Iteration 14Q: 3 clusters Score -1095232 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -1095395.000000 Penalty: 4501.076172
	Iteration 15Q: 3 clusters Score -1095395 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -1095519.750000 Penalty: 4501.076172
	Iteration 16Q: 3 clusters Score -1095520 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -1095603.625000 Penalty: 4501.076172
	Iteration 17Q: 3 clusters Score -1095604 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -1095650.875000 Penalty: 4501.076172
	Iteration 18Q: 3 clusters Score -1095651 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -1095693.750000 Penalty: 4501.076172
	Iteration 19Q: 3 clusters Score -1095694 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -1095729.250000 Penalty: 4501.076172
	Iteration 20F: 3 clusters Score -1095729 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -1095760.000000 Penalty: 4501.076172
	Iteration 21Q: 3 clusters Score -1095760 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -1095790.125000 Penalty: 4501.076172
	Iteration 22Q: 3 clusters Score -1095790 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -1095818.000000 Penalty: 4501.076172
	Iteration 23Q: 3 clusters Score -1095818 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -1095852.125000 Penalty: 4501.076172
	Iteration 24Q: 3 clusters Score -1095852 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -1095886.000000 Penalty: 4501.076172
	Iteration 25Q: 3 clusters Score -1095886 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -1095914.500000 Penalty: 4501.076172
	Iteration 26Q: 3 clusters Score -1095914 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -1095948.125000 Penalty: 4501.076172
	Iteration 27Q: 3 clusters Score -1095948 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -1095975.875000 Penalty: 4501.076172
	Iteration 28Q: 3 clusters Score -1095976 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -1096001.500000 Penalty: 4501.076172
	Iteration 29Q: 3 clusters Score -1096002 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -1096033.000000 Penalty: 4501.076172
	Iteration 30Q: 3 clusters Score -1096033 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -1096057.375000 Penalty: 4501.076172
	Iteration 31Q: 3 clusters Score -1096057 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -1096074.125000 Penalty: 4501.076172
	Iteration 32Q: 3 clusters Score -1096074 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -1096088.000000 Penalty: 4501.076172
	Iteration 33Q: 3 clusters Score -1096088 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -1096097.125000 Penalty: 4501.076172
	Iteration 34Q: 3 clusters Score -1096097 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -1096107.000000 Penalty: 4501.076172
	Iteration 35Q: 3 clusters Score -1096107 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -1096112.625000 Penalty: 4501.076172
	Iteration 36Q: 3 clusters Score -1096113 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -1096121.750000 Penalty: 4501.076172
	Iteration 37Q: 3 clusters Score -1096122 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -1096128.250000 Penalty: 4501.076172
	Iteration 38Q: 3 clusters Score -1096128 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -1096130.625000 Penalty: 4501.076172
	Iteration 39Q: 3 clusters Score -1096131 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -1096134.000000 Penalty: 4501.076172
	Iteration 40F: 3 clusters Score -1096134 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -1096137.125000 Penalty: 4501.076172
	Iteration 41Q: 3 clusters Score -1096137 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -1096137.250000 Penalty: 4501.076172
	Iteration 42Q: 3 clusters Score -1096137 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -1096141.000000 Penalty: 4501.076172
	Iteration 43Q: 3 clusters Score -1096141 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -1096139.875000 Penalty: 4501.076172
	Iteration 44Q: 3 clusters Score -1096140 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -1096139.875000 Penalty: 4501.076172
	Iteration 45Q: 3 clusters Score -1096140 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -1096139.875000 Penalty: 4501.076172
	Iteration 46F: 3 clusters Score -1096140 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (2453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Entering Unmasked Estep 
Score: -305954.343750 Penalty: 1935.656616
	Iteration 0F: 2 clusters Score -305954.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -303090.812500 Penalty: 3871.313232
	Iteration 0F: 3 clusters Score -303090.8 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -303678.906250 Penalty: 3871.313232
	Iteration 1F: 3 clusters Score -303678.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -303820.156250 Penalty: 3871.313232
	Iteration 2F: 3 clusters Score -303820.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -303913.218750 Penalty: 3871.313232
	Iteration 3Q: 3 clusters Score -303913.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -303986.687500 Penalty: 3871.313232
	Iteration 4Q: 3 clusters Score -303986.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -304044.312500 Penalty: 3871.313232
	Iteration 5Q: 3 clusters Score -304044.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -304100.156250 Penalty: 3871.313232
	Iteration 6Q: 3 clusters Score -304100.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -304144.000000 Penalty: 3871.313232
	Iteration 7Q: 3 clusters Score -304144 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -304172.718750 Penalty: 3871.313232
	Iteration 8Q: 3 clusters Score -304172.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -304203.031250 Penalty: 3871.313232
	Iteration 9Q: 3 clusters Score -304203 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -304231.562500 Penalty: 3871.313232
	Iteration 10Q: 3 clusters Score -304231.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -304268.093750 Penalty: 3871.313232
	Iteration 11Q: 3 clusters Score -304268.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -304311.718750 Penalty: 3871.313232
	Iteration 12Q: 3 clusters Score -304311.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -304359.406250 Penalty: 3871.313232
	Iteration 13Q: 3 clusters Score -304359.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -304414.625000 Penalty: 3871.313232
	Iteration 14Q: 3 clusters Score -304414.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -304462.187500 Penalty: 3871.313232
	Iteration 15Q: 3 clusters Score -304462.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -304511.156250 Penalty: 3871.313232
	Iteration 16Q: 3 clusters Score -304511.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -304574.125000 Penalty: 3871.313232
	Iteration 17Q: 3 clusters Score -304574.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -304685.125000 Penalty: 3871.313232
	Iteration 18Q: 3 clusters Score -304685.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -304823.531250 Penalty: 3871.313232
	Iteration 19Q: 3 clusters Score -304823.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -305001.718750 Penalty: 3871.313232
	Iteration 20F: 3 clusters Score -305001.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -305118.500000 Penalty: 3871.313232
	Iteration 21Q: 3 clusters Score -305118.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -305174.156250 Penalty: 3871.313232
	Iteration 22Q: 3 clusters Score -305174.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -305212.375000 Penalty: 3871.313232
	Iteration 23Q: 3 clusters Score -305212.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -305236.781250 Penalty: 3871.313232
	Iteration 24Q: 3 clusters Score -305236.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -305252.625000 Penalty: 3871.313232
	Iteration 25Q: 3 clusters Score -305252.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -305267.875000 Penalty: 3871.313232
	Iteration 26Q: 3 clusters Score -305267.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -305276.062500 Penalty: 3871.313232
	Iteration 27Q: 3 clusters Score -305276.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -305287.593750 Penalty: 3871.313232
	Iteration 28Q: 3 clusters Score -305287.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -305297.031250 Penalty: 3871.313232
	Iteration 29Q: 3 clusters Score -305297 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -305306.281250 Penalty: 3871.313232
	Iteration 30Q: 3 clusters Score -305306.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -305315.781250 Penalty: 3871.313232
	Iteration 31Q: 3 clusters Score -305315.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -305326.906250 Penalty: 3871.313232
	Iteration 32Q: 3 clusters Score -305326.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -305335.718750 Penalty: 3871.313232
	Iteration 33Q: 3 clusters Score -305335.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -305340.406250 Penalty: 3871.313232
	Iteration 34Q: 3 clusters Score -305340.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -305345.968750 Penalty: 3871.313232
	Iteration 35Q: 3 clusters Score -305346 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -305352.843750 Penalty: 3871.313232
	Iteration 36Q: 3 clusters Score -305352.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -305353.000000 Penalty: 3871.313232
	Iteration 37Q: 3 clusters Score -305353 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -305355.593750 Penalty: 3871.313232
	Iteration 38Q: 3 clusters Score -305355.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -305356.593750 Penalty: 3871.313232
	Iteration 39Q: 3 clusters Score -305356.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -305356.593750 Penalty: 3871.313232
	Iteration 40F: 3 clusters Score -305356.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (164248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164248 members 
Entering Unmasked Estep 
Score: -21037538.000000 Penalty: 2978.264893
	Iteration 0F: 2 clusters Score -2.103754e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82132 members 
Mstep: Class 2 contains 82116 members 
Entering Unmasked Estep 
Score: -20927286.000000 Penalty: 5956.529785
	Iteration 0F: 3 clusters Score -2.092729e+07 nChanged 78723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81427 members 
Mstep: Class 2 contains 82821 members 
Entering Unmasked Estep 
Score: -20973024.000000 Penalty: 5956.529785
	Iteration 1F: 3 clusters Score -2.097302e+07 nChanged 4824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80777 members 
Mstep: Class 2 contains 83471 members 
Entering Unmasked Estep 
Score: -20974226.000000 Penalty: 5956.529785
	Iteration 2Q: 3 clusters Score -2.097423e+07 nChanged 5433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79592 members 
Mstep: Class 2 contains 84656 members 
Entering Unmasked Estep 
Score: -20975674.000000 Penalty: 5956.529785
	Iteration 3Q: 3 clusters Score -2.097567e+07 nChanged 6050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77814 members 
Mstep: Class 2 contains 86434 members 
Entering Unmasked Estep 
Score: -20977572.000000 Penalty: 5956.529785
	Iteration 4Q: 3 clusters Score -2.097757e+07 nChanged 7171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75201 members 
Mstep: Class 2 contains 89047 members 
Entering Unmasked Estep 
Score: -20980046.000000 Penalty: 5956.529785
	Iteration 5Q: 3 clusters Score -2.098005e+07 nChanged 8077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71854 members 
Mstep: Class 2 contains 92394 members 
Entering Unmasked Estep 
Score: -20983476.000000 Penalty: 5956.529785
	Iteration 6Q: 3 clusters Score -2.098348e+07 nChanged 8842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67908 members 
Mstep: Class 2 contains 96340 members 
Entering Unmasked Estep 
Score: -20987566.000000 Penalty: 5956.529785
	Iteration 7F: 3 clusters Score -2.098757e+07 nChanged 9062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63552 members 
Mstep: Class 2 contains 100696 members 
Entering Unmasked Estep 
Score: -20992268.000000 Penalty: 5956.529785
	Iteration 8F: 3 clusters Score -2.099227e+07 nChanged 8583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59077 members 
Mstep: Class 2 contains 105171 members 
Entering Unmasked Estep 
Score: -20996816.000000 Penalty: 5956.529785
	Iteration 9F: 3 clusters Score -2.099682e+07 nChanged 7997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54860 members 
Mstep: Class 2 contains 109388 members 
Entering Unmasked Estep 
Score: -21001636.000000 Penalty: 5956.529785
	Iteration 10Q: 3 clusters Score -2.100164e+07 nChanged 7181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51401 members 
Mstep: Class 2 contains 112847 members 
Entering Unmasked Estep 
Score: -21006434.000000 Penalty: 5956.529785
	Iteration 11Q: 3 clusters Score -2.100643e+07 nChanged 6544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48735 members 
Mstep: Class 2 contains 115513 members 
Entering Unmasked Estep 
Score: -21010866.000000 Penalty: 5956.529785
	Iteration 12Q: 3 clusters Score -2.101087e+07 nChanged 5593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46656 members 
Mstep: Class 2 contains 117592 members 
Entering Unmasked Estep 
Score: -21013850.000000 Penalty: 5956.529785
	Iteration 13Q: 3 clusters Score -2.101385e+07 nChanged 4096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44970 members 
Mstep: Class 2 contains 119278 members 
Entering Unmasked Estep 
Score: -21015288.000000 Penalty: 5956.529785
	Iteration 14Q: 3 clusters Score -2.101529e+07 nChanged 2725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43345 members 
Mstep: Class 2 contains 120903 members 
Entering Unmasked Estep 
Score: -21016144.000000 Penalty: 5956.529785
	Iteration 15Q: 3 clusters Score -2.101614e+07 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41719 members 
Mstep: Class 2 contains 122529 members 
Entering Unmasked Estep 
Score: -21016678.000000 Penalty: 5956.529785
	Iteration 16Q: 3 clusters Score -2.101668e+07 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40132 members 
Mstep: Class 2 contains 124116 members 
Entering Unmasked Estep 
Score: -21017122.000000 Penalty: 5956.529785
	Iteration 17Q: 3 clusters Score -2.101712e+07 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38516 members 
Mstep: Class 2 contains 125732 members 
Entering Unmasked Estep 
Score: -21017660.000000 Penalty: 5956.529785
	Iteration 18Q: 3 clusters Score -2.101766e+07 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36905 members 
Mstep: Class 2 contains 127343 members 
Entering Unmasked Estep 
Score: -21018090.000000 Penalty: 5956.529785
	Iteration 19Q: 3 clusters Score -2.101809e+07 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35250 members 
Mstep: Class 2 contains 128998 members 
Entering Unmasked Estep 
Score: -21018514.000000 Penalty: 5956.529785
	Iteration 20F: 3 clusters Score -2.101851e+07 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33474 members 
Mstep: Class 2 contains 130774 members 
Entering Unmasked Estep 
Score: -21018948.000000 Penalty: 5956.529785
	Iteration 21Q: 3 clusters Score -2.101895e+07 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31640 members 
Mstep: Class 2 contains 132608 members 
Entering Unmasked Estep 
Score: -21019582.000000 Penalty: 5956.529785
	Iteration 22Q: 3 clusters Score -2.101958e+07 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29739 members 
Mstep: Class 2 contains 134509 members 
Entering Unmasked Estep 
Score: -21020076.000000 Penalty: 5956.529785
	Iteration 23Q: 3 clusters Score -2.102008e+07 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27738 members 
Mstep: Class 2 contains 136510 members 
Entering Unmasked Estep 
Score: -21020592.000000 Penalty: 5956.529785
	Iteration 24Q: 3 clusters Score -2.102059e+07 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25606 members 
Mstep: Class 2 contains 138642 members 
Entering Unmasked Estep 
Score: -21021340.000000 Penalty: 5956.529785
	Iteration 25Q: 3 clusters Score -2.102134e+07 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23336 members 
Mstep: Class 2 contains 140912 members 
Entering Unmasked Estep 
Score: -21022234.000000 Penalty: 5956.529785
	Iteration 26Q: 3 clusters Score -2.102223e+07 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20940 members 
Mstep: Class 2 contains 143308 members 
Entering Unmasked Estep 
Score: -21023268.000000 Penalty: 5956.529785
	Iteration 27Q: 3 clusters Score -2.102327e+07 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18460 members 
Mstep: Class 2 contains 145788 members 
Entering Unmasked Estep 
Score: -21024506.000000 Penalty: 5956.529785
	Iteration 28Q: 3 clusters Score -2.102451e+07 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16002 members 
Mstep: Class 2 contains 148246 members 
Entering Unmasked Estep 
Score: -21025672.000000 Penalty: 5956.529785
	Iteration 29Q: 3 clusters Score -2.102567e+07 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13563 members 
Mstep: Class 2 contains 150685 members 
Entering Unmasked Estep 
Score: -21026892.000000 Penalty: 5956.529785
	Iteration 30Q: 3 clusters Score -2.102689e+07 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11250 members 
Mstep: Class 2 contains 152998 members 
Entering Unmasked Estep 
Score: -21028174.000000 Penalty: 5956.529785
	Iteration 31Q: 3 clusters Score -2.102817e+07 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 155197 members 
Entering Unmasked Estep 
Score: -21029360.000000 Penalty: 5956.529785
	Iteration 32Q: 3 clusters Score -2.102936e+07 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 157208 members 
Entering Unmasked Estep 
Score: -21030506.000000 Penalty: 5956.529785
	Iteration 33Q: 3 clusters Score -2.103051e+07 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 158912 members 
Entering Unmasked Estep 
Score: -21031650.000000 Penalty: 5956.529785
	Iteration 34Q: 3 clusters Score -2.103165e+07 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 160298 members 
Entering Unmasked Estep 
Score: -21032440.000000 Penalty: 5956.529785
	Iteration 35Q: 3 clusters Score -2.103244e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 161329 members 
Entering Unmasked Estep 
Score: -21033116.000000 Penalty: 5956.529785
	Iteration 36Q: 3 clusters Score -2.103312e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 162078 members 
Entering Unmasked Estep 
Score: -21033614.000000 Penalty: 5956.529785
	Iteration 37Q: 3 clusters Score -2.103361e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 162613 members 
Entering Unmasked Estep 
Score: -21033962.000000 Penalty: 5956.529785
	Iteration 38Q: 3 clusters Score -2.103396e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 162967 members 
Entering Unmasked Estep 
Score: -21034350.000000 Penalty: 5956.529785
	Iteration 39Q: 3 clusters Score -2.103435e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 163188 members 
Entering Unmasked Estep 
Score: -21034536.000000 Penalty: 5956.529785
	Iteration 40F: 3 clusters Score -2.103454e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 163318 members 
Entering Unmasked Estep 
Score: -21034660.000000 Penalty: 5956.529785
	Iteration 41Q: 3 clusters Score -2.103466e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 163403 members 
Entering Unmasked Estep 
Score: -21034724.000000 Penalty: 5956.529785
	Iteration 42Q: 3 clusters Score -2.103472e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 163446 members 
Entering Unmasked Estep 
Score: -21034766.000000 Penalty: 5956.529785
	Iteration 43Q: 3 clusters Score -2.103477e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 163489 members 
Entering Unmasked Estep 
Score: -21034788.000000 Penalty: 5956.529785
	Iteration 44Q: 3 clusters Score -2.103479e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 163520 members 
Entering Unmasked Estep 
Score: -21034824.000000 Penalty: 5956.529785
	Iteration 45Q: 3 clusters Score -2.103482e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 163550 members 
Entering Unmasked Estep 
Score: -21034834.000000 Penalty: 5956.529785
	Iteration 46Q: 3 clusters Score -2.103483e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 163572 members 
Entering Unmasked Estep 
Score: -21034848.000000 Penalty: 5956.529785
	Iteration 47Q: 3 clusters Score -2.103485e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 163590 members 
Entering Unmasked Estep 
Score: -21034850.000000 Penalty: 5956.529785
	Iteration 48Q: 3 clusters Score -2.103485e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 163603 members 
Entering Unmasked Estep 
Score: -21034862.000000 Penalty: 5956.529785
	Iteration 49Q: 3 clusters Score -2.103486e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 163616 members 
Entering Unmasked Estep 
Score: -21034866.000000 Penalty: 5956.529785
	Iteration 50Q: 3 clusters Score -2.103487e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 163627 members 
Entering Unmasked Estep 
Score: -21034866.000000 Penalty: 5956.529785
	Iteration 51Q: 3 clusters Score -2.103487e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 163637 members 
Entering Unmasked Estep 
Score: -21034858.000000 Penalty: 5956.529785
	Iteration 52Q: 3 clusters Score -2.103486e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 163647 members 
Entering Unmasked Estep 
Score: -21034872.000000 Penalty: 5956.529785
	Iteration 53Q: 3 clusters Score -2.103487e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 163656 members 
Entering Unmasked Estep 
Score: -21034884.000000 Penalty: 5956.529785
	Iteration 54Q: 3 clusters Score -2.103488e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 163659 members 
Entering Unmasked Estep 
Score: -21034872.000000 Penalty: 5956.529785
	Iteration 55Q: 3 clusters Score -2.103487e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 163660 members 
Entering Unmasked Estep 
Score: -21034874.000000 Penalty: 5956.529785
	Iteration 56Q: 3 clusters Score -2.103487e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 163661 members 
Entering Unmasked Estep 
Score: -21034868.000000 Penalty: 5956.529785
	Iteration 57Q: 3 clusters Score -2.103487e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 163661 members 
Entering Unmasked Estep 
Score: -21034868.000000 Penalty: 5956.529785
	Iteration 58F: 3 clusters Score -2.103487e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (8339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Entering Unmasked Estep 
Score: -1057682.875000 Penalty: 2239.117432
	Iteration 0F: 2 clusters Score -1057683 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -1051112.500000 Penalty: 4478.234863
	Iteration 0F: 3 clusters Score -1051112 nChanged 3362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -1052948.125000 Penalty: 4478.234863
	Iteration 1F: 3 clusters Score -1052948 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -1053273.750000 Penalty: 4478.234863
	Iteration 2F: 3 clusters Score -1053274 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -1053525.375000 Penalty: 4478.234863
	Iteration 3F: 3 clusters Score -1053525 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -1053735.000000 Penalty: 4478.234863
	Iteration 4Q: 3 clusters Score -1053735 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -1053948.125000 Penalty: 4478.234863
	Iteration 5Q: 3 clusters Score -1053948 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -1054157.875000 Penalty: 4478.234863
	Iteration 6Q: 3 clusters Score -1054158 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -1054368.250000 Penalty: 4478.234863
	Iteration 7Q: 3 clusters Score -1054368 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -1054573.875000 Penalty: 4478.234863
	Iteration 8Q: 3 clusters Score -1054574 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -1054775.875000 Penalty: 4478.234863
	Iteration 9Q: 3 clusters Score -1054776 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -1054960.750000 Penalty: 4478.234863
	Iteration 10Q: 3 clusters Score -1054961 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -1055157.500000 Penalty: 4478.234863
	Iteration 11Q: 3 clusters Score -1055158 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -1055370.875000 Penalty: 4478.234863
	Iteration 12Q: 3 clusters Score -1055371 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -1055608.000000 Penalty: 4478.234863
	Iteration 13Q: 3 clusters Score -1055608 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -1055889.500000 Penalty: 4478.234863
	Iteration 14Q: 3 clusters Score -1055890 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -1056228.875000 Penalty: 4478.234863
	Iteration 15Q: 3 clusters Score -1056229 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -1056530.875000 Penalty: 4478.234863
	Iteration 16Q: 3 clusters Score -1056531 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -1056753.750000 Penalty: 4478.234863
	Iteration 17Q: 3 clusters Score -1056754 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -1056856.500000 Penalty: 4478.234863
	Iteration 18Q: 3 clusters Score -1056856 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -1056918.375000 Penalty: 4478.234863
	Iteration 19Q: 3 clusters Score -1056918 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -1056940.625000 Penalty: 4478.234863
	Iteration 20F: 3 clusters Score -1056941 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -1056951.375000 Penalty: 4478.234863
	Iteration 21Q: 3 clusters Score -1056951 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -1056956.500000 Penalty: 4478.234863
	Iteration 22Q: 3 clusters Score -1056956 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -1056958.500000 Penalty: 4478.234863
	Iteration 23Q: 3 clusters Score -1056958 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -1056959.125000 Penalty: 4478.234863
	Iteration 24Q: 3 clusters Score -1056959 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -1056959.125000 Penalty: 4478.234863
	Iteration 25F: 3 clusters Score -1056959 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (4265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Entering Unmasked Estep 
Score: -521361.375000 Penalty: 2072.833008
	Iteration 0F: 2 clusters Score -521361.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -517317.312500 Penalty: 4145.666016
	Iteration 0F: 3 clusters Score -517317.3 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -518219.375000 Penalty: 4145.666016
	Iteration 1F: 3 clusters Score -518219.4 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -518381.562500 Penalty: 4145.666016
	Iteration 2F: 3 clusters Score -518381.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -518472.875000 Penalty: 4145.666016
	Iteration 3Q: 3 clusters Score -518472.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -518532.937500 Penalty: 4145.666016
	Iteration 4Q: 3 clusters Score -518532.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -518573.187500 Penalty: 4145.666016
	Iteration 5Q: 3 clusters Score -518573.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -518611.125000 Penalty: 4145.666016
	Iteration 6Q: 3 clusters Score -518611.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -518653.437500 Penalty: 4145.666016
	Iteration 7Q: 3 clusters Score -518653.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -518709.468750 Penalty: 4145.666016
	Iteration 8Q: 3 clusters Score -518709.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -518763.843750 Penalty: 4145.666016
	Iteration 9Q: 3 clusters Score -518763.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -518813.375000 Penalty: 4145.666016
	Iteration 10Q: 3 clusters Score -518813.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -518855.531250 Penalty: 4145.666016
	Iteration 11Q: 3 clusters Score -518855.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -518904.937500 Penalty: 4145.666016
	Iteration 12Q: 3 clusters Score -518904.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -518967.875000 Penalty: 4145.666016
	Iteration 13Q: 3 clusters Score -518967.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -519036.500000 Penalty: 4145.666016
	Iteration 14Q: 3 clusters Score -519036.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -519124.656250 Penalty: 4145.666016
	Iteration 15Q: 3 clusters Score -519124.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -519232.843750 Penalty: 4145.666016
	Iteration 16Q: 3 clusters Score -519232.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -519354.843750 Penalty: 4145.666016
	Iteration 17Q: 3 clusters Score -519354.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -519496.906250 Penalty: 4145.666016
	Iteration 18Q: 3 clusters Score -519496.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -519628.406250 Penalty: 4145.666016
	Iteration 19Q: 3 clusters Score -519628.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -519764.281250 Penalty: 4145.666016
	Iteration 20F: 3 clusters Score -519764.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -519870.625000 Penalty: 4145.666016
	Iteration 21Q: 3 clusters Score -519870.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -519971.218750 Penalty: 4145.666016
	Iteration 22Q: 3 clusters Score -519971.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -520089.531250 Penalty: 4145.666016
	Iteration 23Q: 3 clusters Score -520089.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -520221.500000 Penalty: 4145.666016
	Iteration 24Q: 3 clusters Score -520221.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -520319.593750 Penalty: 4145.666016
	Iteration 25Q: 3 clusters Score -520319.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -520385.468750 Penalty: 4145.666016
	Iteration 26Q: 3 clusters Score -520385.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -520436.218750 Penalty: 4145.666016
	Iteration 27Q: 3 clusters Score -520436.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -520465.531250 Penalty: 4145.666016
	Iteration 28Q: 3 clusters Score -520465.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -520487.687500 Penalty: 4145.666016
	Iteration 29Q: 3 clusters Score -520487.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -520499.406250 Penalty: 4145.666016
	Iteration 30Q: 3 clusters Score -520499.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -520504.062500 Penalty: 4145.666016
	Iteration 31Q: 3 clusters Score -520504.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -520507.718750 Penalty: 4145.666016
	Iteration 32Q: 3 clusters Score -520507.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -520508.468750 Penalty: 4145.666016
	Iteration 33Q: 3 clusters Score -520508.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -520509.625000 Penalty: 4145.666016
	Iteration 34Q: 3 clusters Score -520509.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -520510.500000 Penalty: 4145.666016
	Iteration 35Q: 3 clusters Score -520510.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -520511.593750 Penalty: 4145.666016
	Iteration 36Q: 3 clusters Score -520511.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -520512.562500 Penalty: 4145.666016
	Iteration 37Q: 3 clusters Score -520512.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -520513.875000 Penalty: 4145.666016
	Iteration 38Q: 3 clusters Score -520513.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -520512.875000 Penalty: 4145.666016
	Iteration 39Q: 3 clusters Score -520512.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -520513.156250 Penalty: 4145.666016
	Iteration 40F: 3 clusters Score -520513.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -520514.187500 Penalty: 4145.666016
	Iteration 41Q: 3 clusters Score -520514.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -520514.187500 Penalty: 4145.666016
	Iteration 42F: 3 clusters Score -520514.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (5324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Entering Unmasked Estep 
Score: -669156.375000 Penalty: 2127.834961
	Iteration 0F: 2 clusters Score -669156.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -664436.375000 Penalty: 4255.669922
	Iteration 0F: 3 clusters Score -664436.4 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -665546.437500 Penalty: 4255.669922
	Iteration 1F: 3 clusters Score -665546.4 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -665766.562500 Penalty: 4255.669922
	Iteration 2F: 3 clusters Score -665766.6 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -665894.750000 Penalty: 4255.669922
	Iteration 3F: 3 clusters Score -665894.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -665987.000000 Penalty: 4255.669922
	Iteration 4Q: 3 clusters Score -665987 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -666056.812500 Penalty: 4255.669922
	Iteration 5Q: 3 clusters Score -666056.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -666113.875000 Penalty: 4255.669922
	Iteration 6Q: 3 clusters Score -666113.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -666160.875000 Penalty: 4255.669922
	Iteration 7Q: 3 clusters Score -666160.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -666206.125000 Penalty: 4255.669922
	Iteration 8Q: 3 clusters Score -666206.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -666243.750000 Penalty: 4255.669922
	Iteration 9Q: 3 clusters Score -666243.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -666271.625000 Penalty: 4255.669922
	Iteration 10Q: 3 clusters Score -666271.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -666297.375000 Penalty: 4255.669922
	Iteration 11Q: 3 clusters Score -666297.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -666331.312500 Penalty: 4255.669922
	Iteration 12Q: 3 clusters Score -666331.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -666356.437500 Penalty: 4255.669922
	Iteration 13Q: 3 clusters Score -666356.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -666373.312500 Penalty: 4255.669922
	Iteration 14Q: 3 clusters Score -666373.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -666381.750000 Penalty: 4255.669922
	Iteration 15Q: 3 clusters Score -666381.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -666395.875000 Penalty: 4255.669922
	Iteration 16Q: 3 clusters Score -666395.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -666405.937500 Penalty: 4255.669922
	Iteration 17Q: 3 clusters Score -666405.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -666418.812500 Penalty: 4255.669922
	Iteration 18Q: 3 clusters Score -666418.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -666430.625000 Penalty: 4255.669922
	Iteration 19Q: 3 clusters Score -666430.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -666442.000000 Penalty: 4255.669922
	Iteration 20F: 3 clusters Score -666442 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -666453.812500 Penalty: 4255.669922
	Iteration 21Q: 3 clusters Score -666453.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -666462.437500 Penalty: 4255.669922
	Iteration 22Q: 3 clusters Score -666462.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -666469.187500 Penalty: 4255.669922
	Iteration 23Q: 3 clusters Score -666469.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -666473.937500 Penalty: 4255.669922
	Iteration 24Q: 3 clusters Score -666473.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -666476.750000 Penalty: 4255.669922
	Iteration 25Q: 3 clusters Score -666476.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -666478.375000 Penalty: 4255.669922
	Iteration 26Q: 3 clusters Score -666478.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -666483.187500 Penalty: 4255.669922
	Iteration 27Q: 3 clusters Score -666483.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -666485.250000 Penalty: 4255.669922
	Iteration 28Q: 3 clusters Score -666485.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -666487.375000 Penalty: 4255.669922
	Iteration 29Q: 3 clusters Score -666487.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -666487.312500 Penalty: 4255.669922
	Iteration 30Q: 3 clusters Score -666487.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -666489.562500 Penalty: 4255.669922
	Iteration 31Q: 3 clusters Score -666489.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -666493.625000 Penalty: 4255.669922
	Iteration 32Q: 3 clusters Score -666493.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -666496.625000 Penalty: 4255.669922
	Iteration 33Q: 3 clusters Score -666496.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -666500.500000 Penalty: 4255.669922
	Iteration 34Q: 3 clusters Score -666500.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -666504.437500 Penalty: 4255.669922
	Iteration 35Q: 3 clusters Score -666504.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -666508.687500 Penalty: 4255.669922
	Iteration 36Q: 3 clusters Score -666508.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -666512.562500 Penalty: 4255.669922
	Iteration 37Q: 3 clusters Score -666512.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -666516.625000 Penalty: 4255.669922
	Iteration 38Q: 3 clusters Score -666516.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -666519.625000 Penalty: 4255.669922
	Iteration 39Q: 3 clusters Score -666519.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -666523.250000 Penalty: 4255.669922
	Iteration 40F: 3 clusters Score -666523.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -666527.875000 Penalty: 4255.669922
	Iteration 41Q: 3 clusters Score -666527.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -666529.562500 Penalty: 4255.669922
	Iteration 42Q: 3 clusters Score -666529.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -666531.125000 Penalty: 4255.669922
	Iteration 43Q: 3 clusters Score -666531.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -666534.812500 Penalty: 4255.669922
	Iteration 44Q: 3 clusters Score -666534.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -666540.187500 Penalty: 4255.669922
	Iteration 45Q: 3 clusters Score -666540.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -666544.812500 Penalty: 4255.669922
	Iteration 46Q: 3 clusters Score -666544.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -666549.000000 Penalty: 4255.669922
	Iteration 47Q: 3 clusters Score -666549 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -666557.062500 Penalty: 4255.669922
	Iteration 48Q: 3 clusters Score -666557.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -666561.375000 Penalty: 4255.669922
	Iteration 49Q: 3 clusters Score -666561.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -666566.437500 Penalty: 4255.669922
	Iteration 50Q: 3 clusters Score -666566.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -666572.750000 Penalty: 4255.669922
	Iteration 51Q: 3 clusters Score -666572.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -666581.437500 Penalty: 4255.669922
	Iteration 52Q: 3 clusters Score -666581.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -666589.000000 Penalty: 4255.669922
	Iteration 53Q: 3 clusters Score -666589 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -666600.062500 Penalty: 4255.669922
	Iteration 54Q: 3 clusters Score -666600.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -666608.312500 Penalty: 4255.669922
	Iteration 55Q: 3 clusters Score -666608.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -666618.750000 Penalty: 4255.669922
	Iteration 56Q: 3 clusters Score -666618.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -666626.875000 Penalty: 4255.669922
	Iteration 57Q: 3 clusters Score -666626.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -666634.312500 Penalty: 4255.669922
	Iteration 58Q: 3 clusters Score -666634.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -666643.312500 Penalty: 4255.669922
	Iteration 59Q: 3 clusters Score -666643.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -666650.562500 Penalty: 4255.669922
	Iteration 60F: 3 clusters Score -666650.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -666654.750000 Penalty: 4255.669922
	Iteration 61Q: 3 clusters Score -666654.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -666661.750000 Penalty: 4255.669922
	Iteration 62Q: 3 clusters Score -666661.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -666674.437500 Penalty: 4255.669922
	Iteration 63Q: 3 clusters Score -666674.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -666692.312500 Penalty: 4255.669922
	Iteration 64Q: 3 clusters Score -666692.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -666716.062500 Penalty: 4255.669922
	Iteration 65Q: 3 clusters Score -666716.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -666745.062500 Penalty: 4255.669922
	Iteration 66Q: 3 clusters Score -666745.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -666788.062500 Penalty: 4255.669922
	Iteration 67Q: 3 clusters Score -666788.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -666841.687500 Penalty: 4255.669922
	Iteration 68Q: 3 clusters Score -666841.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -666905.562500 Penalty: 4255.669922
	Iteration 69Q: 3 clusters Score -666905.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -666961.875000 Penalty: 4255.669922
	Iteration 70Q: 3 clusters Score -666961.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -667029.000000 Penalty: 4255.669922
	Iteration 71Q: 3 clusters Score -667029 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -667099.937500 Penalty: 4255.669922
	Iteration 72Q: 3 clusters Score -667099.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -667183.937500 Penalty: 4255.669922
	Iteration 73Q: 3 clusters Score -667183.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -667262.312500 Penalty: 4255.669922
	Iteration 74Q: 3 clusters Score -667262.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -667330.812500 Penalty: 4255.669922
	Iteration 75Q: 3 clusters Score -667330.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -667375.125000 Penalty: 4255.669922
	Iteration 76Q: 3 clusters Score -667375.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -667411.000000 Penalty: 4255.669922
	Iteration 77Q: 3 clusters Score -667411 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -667431.500000 Penalty: 4255.669922
	Iteration 78Q: 3 clusters Score -667431.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -667439.562500 Penalty: 4255.669922
	Iteration 79Q: 3 clusters Score -667439.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -667449.625000 Penalty: 4255.669922
	Iteration 80F: 3 clusters Score -667449.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -667455.437500 Penalty: 4255.669922
	Iteration 81Q: 3 clusters Score -667455.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -667462.187500 Penalty: 4255.669922
	Iteration 82Q: 3 clusters Score -667462.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -667470.500000 Penalty: 4255.669922
	Iteration 83Q: 3 clusters Score -667470.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -667475.812500 Penalty: 4255.669922
	Iteration 84Q: 3 clusters Score -667475.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -667480.500000 Penalty: 4255.669922
	Iteration 85Q: 3 clusters Score -667480.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -667485.937500 Penalty: 4255.669922
	Iteration 86Q: 3 clusters Score -667485.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -667490.000000 Penalty: 4255.669922
	Iteration 87Q: 3 clusters Score -667490 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -667493.812500 Penalty: 4255.669922
	Iteration 88Q: 3 clusters Score -667493.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -667498.812500 Penalty: 4255.669922
	Iteration 89Q: 3 clusters Score -667498.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -667502.687500 Penalty: 4255.669922
	Iteration 90Q: 3 clusters Score -667502.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -667504.687500 Penalty: 4255.669922
	Iteration 91Q: 3 clusters Score -667504.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -667506.625000 Penalty: 4255.669922
	Iteration 92Q: 3 clusters Score -667506.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -667505.062500 Penalty: 4255.669922
	Iteration 93Q: 3 clusters Score -667505.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -667506.750000 Penalty: 4255.669922
	Iteration 94Q: 3 clusters Score -667506.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -667507.750000 Penalty: 4255.669922
	Iteration 95Q: 3 clusters Score -667507.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -667507.750000 Penalty: 4255.669922
	Iteration 96F: 3 clusters Score -667507.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (2913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Entering Unmasked Estep 
Score: -378468.750000 Penalty: 1978.280762
	Iteration 0F: 2 clusters Score -378468.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -375270.343750 Penalty: 3956.561523
	Iteration 0F: 3 clusters Score -375270.3 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -375879.250000 Penalty: 3956.561523
	Iteration 1F: 3 clusters Score -375879.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -376009.750000 Penalty: 3956.561523
	Iteration 2F: 3 clusters Score -376009.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -376084.375000 Penalty: 3956.561523
	Iteration 3Q: 3 clusters Score -376084.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -376144.906250 Penalty: 3956.561523
	Iteration 4Q: 3 clusters Score -376144.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -376185.968750 Penalty: 3956.561523
	Iteration 5Q: 3 clusters Score -376186 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -376210.312500 Penalty: 3956.561523
	Iteration 6Q: 3 clusters Score -376210.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -376232.843750 Penalty: 3956.561523
	Iteration 7Q: 3 clusters Score -376232.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -376252.625000 Penalty: 3956.561523
	Iteration 8Q: 3 clusters Score -376252.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -376264.281250 Penalty: 3956.561523
	Iteration 9Q: 3 clusters Score -376264.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -376270.343750 Penalty: 3956.561523
	Iteration 10Q: 3 clusters Score -376270.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -376277.218750 Penalty: 3956.561523
	Iteration 11Q: 3 clusters Score -376277.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -376281.312500 Penalty: 3956.561523
	Iteration 12Q: 3 clusters Score -376281.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -376284.218750 Penalty: 3956.561523
	Iteration 13Q: 3 clusters Score -376284.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -376288.281250 Penalty: 3956.561523
	Iteration 14Q: 3 clusters Score -376288.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -376291.437500 Penalty: 3956.561523
	Iteration 15Q: 3 clusters Score -376291.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -376293.968750 Penalty: 3956.561523
	Iteration 16Q: 3 clusters Score -376294 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -376296.375000 Penalty: 3956.561523
	Iteration 17Q: 3 clusters Score -376296.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -376299.000000 Penalty: 3956.561523
	Iteration 18Q: 3 clusters Score -376299 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -376300.750000 Penalty: 3956.561523
	Iteration 19Q: 3 clusters Score -376300.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -376301.656250 Penalty: 3956.561523
	Iteration 20F: 3 clusters Score -376301.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -376303.125000 Penalty: 3956.561523
	Iteration 21Q: 3 clusters Score -376303.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -376304.875000 Penalty: 3956.561523
	Iteration 22Q: 3 clusters Score -376304.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -376307.000000 Penalty: 3956.561523
	Iteration 23Q: 3 clusters Score -376307 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -376309.875000 Penalty: 3956.561523
	Iteration 24Q: 3 clusters Score -376309.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -376312.843750 Penalty: 3956.561523
	Iteration 25Q: 3 clusters Score -376312.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -376313.937500 Penalty: 3956.561523
	Iteration 26Q: 3 clusters Score -376313.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -376315.000000 Penalty: 3956.561523
	Iteration 27Q: 3 clusters Score -376315 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -376315.531250 Penalty: 3956.561523
	Iteration 28Q: 3 clusters Score -376315.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -376315.531250 Penalty: 3956.561523
	Iteration 29F: 3 clusters Score -376315.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (3709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Entering Unmasked Estep 
Score: -461842.687500 Penalty: 2038.192261
	Iteration 0F: 2 clusters Score -461842.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -458148.687500 Penalty: 4076.384521
	Iteration 0F: 3 clusters Score -458148.7 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -458894.031250 Penalty: 4076.384521
	Iteration 1F: 3 clusters Score -458894 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -459056.125000 Penalty: 4076.384521
	Iteration 2F: 3 clusters Score -459056.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -459183.625000 Penalty: 4076.384521
	Iteration 3F: 3 clusters Score -459183.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -459277.062500 Penalty: 4076.384521
	Iteration 4Q: 3 clusters Score -459277.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -459350.562500 Penalty: 4076.384521
	Iteration 5Q: 3 clusters Score -459350.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -459393.406250 Penalty: 4076.384521
	Iteration 6Q: 3 clusters Score -459393.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -459439.000000 Penalty: 4076.384521
	Iteration 7Q: 3 clusters Score -459439 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -459485.687500 Penalty: 4076.384521
	Iteration 8Q: 3 clusters Score -459485.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -459529.750000 Penalty: 4076.384521
	Iteration 9Q: 3 clusters Score -459529.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -459578.906250 Penalty: 4076.384521
	Iteration 10Q: 3 clusters Score -459578.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -459626.687500 Penalty: 4076.384521
	Iteration 11Q: 3 clusters Score -459626.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -459669.687500 Penalty: 4076.384521
	Iteration 12Q: 3 clusters Score -459669.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -459719.125000 Penalty: 4076.384521
	Iteration 13Q: 3 clusters Score -459719.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -459757.187500 Penalty: 4076.384521
	Iteration 14Q: 3 clusters Score -459757.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -459780.562500 Penalty: 4076.384521
	Iteration 15Q: 3 clusters Score -459780.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -459804.656250 Penalty: 4076.384521
	Iteration 16Q: 3 clusters Score -459804.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -459830.031250 Penalty: 4076.384521
	Iteration 17Q: 3 clusters Score -459830 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -459857.156250 Penalty: 4076.384521
	Iteration 18Q: 3 clusters Score -459857.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -459873.156250 Penalty: 4076.384521
	Iteration 19Q: 3 clusters Score -459873.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -459892.531250 Penalty: 4076.384521
	Iteration 20F: 3 clusters Score -459892.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -459911.437500 Penalty: 4076.384521
	Iteration 21Q: 3 clusters Score -459911.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -459929.781250 Penalty: 4076.384521
	Iteration 22Q: 3 clusters Score -459929.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -459949.156250 Penalty: 4076.384521
	Iteration 23Q: 3 clusters Score -459949.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -459975.437500 Penalty: 4076.384521
	Iteration 24Q: 3 clusters Score -459975.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -460004.031250 Penalty: 4076.384521
	Iteration 25Q: 3 clusters Score -460004 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -460030.000000 Penalty: 4076.384521
	Iteration 26Q: 3 clusters Score -460030 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -460048.343750 Penalty: 4076.384521
	Iteration 27Q: 3 clusters Score -460048.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -460060.156250 Penalty: 4076.384521
	Iteration 28Q: 3 clusters Score -460060.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -460065.343750 Penalty: 4076.384521
	Iteration 29Q: 3 clusters Score -460065.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -460074.625000 Penalty: 4076.384521
	Iteration 30Q: 3 clusters Score -460074.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -460083.000000 Penalty: 4076.384521
	Iteration 31Q: 3 clusters Score -460083 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -460091.968750 Penalty: 4076.384521
	Iteration 32Q: 3 clusters Score -460092 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -460095.937500 Penalty: 4076.384521
	Iteration 33Q: 3 clusters Score -460095.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -460101.218750 Penalty: 4076.384521
	Iteration 34Q: 3 clusters Score -460101.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -460105.000000 Penalty: 4076.384521
	Iteration 35Q: 3 clusters Score -460105 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -460105.625000 Penalty: 4076.384521
	Iteration 36Q: 3 clusters Score -460105.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -460107.625000 Penalty: 4076.384521
	Iteration 37Q: 3 clusters Score -460107.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -460109.562500 Penalty: 4076.384521
	Iteration 38Q: 3 clusters Score -460109.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -460110.937500 Penalty: 4076.384521
	Iteration 39Q: 3 clusters Score -460110.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -460112.875000 Penalty: 4076.384521
	Iteration 40F: 3 clusters Score -460112.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -460116.093750 Penalty: 4076.384521
	Iteration 41Q: 3 clusters Score -460116.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -460118.250000 Penalty: 4076.384521
	Iteration 42Q: 3 clusters Score -460118.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -460121.906250 Penalty: 4076.384521
	Iteration 43Q: 3 clusters Score -460121.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -460123.000000 Penalty: 4076.384521
	Iteration 44Q: 3 clusters Score -460123 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -460123.500000 Penalty: 4076.384521
	Iteration 45Q: 3 clusters Score -460123.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -460124.562500 Penalty: 4076.384521
	Iteration 46Q: 3 clusters Score -460124.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -460126.437500 Penalty: 4076.384521
	Iteration 47Q: 3 clusters Score -460126.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -460128.312500 Penalty: 4076.384521
	Iteration 48Q: 3 clusters Score -460128.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -460128.937500 Penalty: 4076.384521
	Iteration 49Q: 3 clusters Score -460128.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -460130.343750 Penalty: 4076.384521
	Iteration 50Q: 3 clusters Score -460130.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -460131.843750 Penalty: 4076.384521
	Iteration 51Q: 3 clusters Score -460131.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -460131.843750 Penalty: 4076.384521
	Iteration 52F: 3 clusters Score -460131.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Entering Unmasked Estep 
Score: -33928.414062 Penalty: 1564.859741
	Iteration 0F: 2 clusters Score -33928.41 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 273 members 
Entering Unmasked Estep 
Score: -32670.041016 Penalty: 3129.719482
	Iteration 0F: 3 clusters Score -32670.04 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -33409.503906 Penalty: 3129.719482
	Iteration 1F: 3 clusters Score -33409.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -33706.878906 Penalty: 3129.719482
	Iteration 2F: 3 clusters Score -33706.88 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -33815.667969 Penalty: 3129.719482
	Iteration 3F: 3 clusters Score -33815.67 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -33870.179688 Penalty: 3129.719482
	Iteration 4Q: 3 clusters Score -33870.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -33888.281250 Penalty: 3129.719482
	Iteration 5Q: 3 clusters Score -33888.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -33890.324219 Penalty: 3129.719482
	Iteration 6Q: 3 clusters Score -33890.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -33891.484375 Penalty: 3129.719482
	Iteration 7Q: 3 clusters Score -33891.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -33891.968750 Penalty: 3129.719482
	Iteration 8Q: 3 clusters Score -33891.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -33891.968750 Penalty: 3129.719482
	Iteration 9F: 3 clusters Score -33891.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (3468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Entering Unmasked Estep 
Score: -443280.062500 Penalty: 2021.530518
	Iteration 0F: 2 clusters Score -443280.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -439742.156250 Penalty: 4043.061035
	Iteration 0F: 3 clusters Score -439742.2 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -440466.031250 Penalty: 4043.061035
	Iteration 1F: 3 clusters Score -440466 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -440653.843750 Penalty: 4043.061035
	Iteration 2F: 3 clusters Score -440653.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -440738.281250 Penalty: 4043.061035
	Iteration 3Q: 3 clusters Score -440738.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -440785.937500 Penalty: 4043.061035
	Iteration 4Q: 3 clusters Score -440785.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -440823.468750 Penalty: 4043.061035
	Iteration 5Q: 3 clusters Score -440823.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -440861.156250 Penalty: 4043.061035
	Iteration 6Q: 3 clusters Score -440861.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -440889.687500 Penalty: 4043.061035
	Iteration 7Q: 3 clusters Score -440889.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -440911.343750 Penalty: 4043.061035
	Iteration 8Q: 3 clusters Score -440911.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -440930.906250 Penalty: 4043.061035
	Iteration 9Q: 3 clusters Score -440930.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -440944.937500 Penalty: 4043.061035
	Iteration 10Q: 3 clusters Score -440944.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -440959.312500 Penalty: 4043.061035
	Iteration 11Q: 3 clusters Score -440959.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -440966.875000 Penalty: 4043.061035
	Iteration 12Q: 3 clusters Score -440966.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -440975.937500 Penalty: 4043.061035
	Iteration 13Q: 3 clusters Score -440975.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -440987.531250 Penalty: 4043.061035
	Iteration 14Q: 3 clusters Score -440987.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -440996.343750 Penalty: 4043.061035
	Iteration 15Q: 3 clusters Score -440996.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -441001.468750 Penalty: 4043.061035
	Iteration 16Q: 3 clusters Score -441001.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -441005.625000 Penalty: 4043.061035
	Iteration 17Q: 3 clusters Score -441005.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -441008.437500 Penalty: 4043.061035
	Iteration 18Q: 3 clusters Score -441008.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -441011.312500 Penalty: 4043.061035
	Iteration 19Q: 3 clusters Score -441011.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -441013.593750 Penalty: 4043.061035
	Iteration 20F: 3 clusters Score -441013.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -441015.625000 Penalty: 4043.061035
	Iteration 21Q: 3 clusters Score -441015.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -441019.093750 Penalty: 4043.061035
	Iteration 22Q: 3 clusters Score -441019.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -441021.375000 Penalty: 4043.061035
	Iteration 23Q: 3 clusters Score -441021.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -441023.250000 Penalty: 4043.061035
	Iteration 24Q: 3 clusters Score -441023.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -441024.906250 Penalty: 4043.061035
	Iteration 25Q: 3 clusters Score -441024.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -441024.312500 Penalty: 4043.061035
	Iteration 26Q: 3 clusters Score -441024.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -441025.968750 Penalty: 4043.061035
	Iteration 27Q: 3 clusters Score -441026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -441027.062500 Penalty: 4043.061035
	Iteration 28Q: 3 clusters Score -441027.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -441027.062500 Penalty: 4043.061035
	Iteration 29F: 3 clusters Score -441027.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (1907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Entering Unmasked Estep 
Score: -239437.968750 Penalty: 1873.215088
	Iteration 0F: 2 clusters Score -239438 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -236867.812500 Penalty: 3746.430176
	Iteration 0F: 3 clusters Score -236867.8 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -237322.203125 Penalty: 3746.430176
	Iteration 1F: 3 clusters Score -237322.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -237430.375000 Penalty: 3746.430176
	Iteration 2F: 3 clusters Score -237430.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -237504.578125 Penalty: 3746.430176
	Iteration 3Q: 3 clusters Score -237504.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -237539.562500 Penalty: 3746.430176
	Iteration 4Q: 3 clusters Score -237539.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -237566.921875 Penalty: 3746.430176
	Iteration 5Q: 3 clusters Score -237566.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -237585.406250 Penalty: 3746.430176
	Iteration 6Q: 3 clusters Score -237585.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -237599.531250 Penalty: 3746.430176
	Iteration 7Q: 3 clusters Score -237599.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -237607.109375 Penalty: 3746.430176
	Iteration 8Q: 3 clusters Score -237607.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -237611.843750 Penalty: 3746.430176
	Iteration 9Q: 3 clusters Score -237611.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -237614.703125 Penalty: 3746.430176
	Iteration 10Q: 3 clusters Score -237614.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -237619.093750 Penalty: 3746.430176
	Iteration 11Q: 3 clusters Score -237619.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -237623.437500 Penalty: 3746.430176
	Iteration 12Q: 3 clusters Score -237623.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -237625.593750 Penalty: 3746.430176
	Iteration 13Q: 3 clusters Score -237625.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -237627.062500 Penalty: 3746.430176
	Iteration 14Q: 3 clusters Score -237627.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -237627.671875 Penalty: 3746.430176
	Iteration 15Q: 3 clusters Score -237627.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -237628.171875 Penalty: 3746.430176
	Iteration 16Q: 3 clusters Score -237628.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -237630.375000 Penalty: 3746.430176
	Iteration 17Q: 3 clusters Score -237630.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -237631.484375 Penalty: 3746.430176
	Iteration 18Q: 3 clusters Score -237631.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -237632.593750 Penalty: 3746.430176
	Iteration 19Q: 3 clusters Score -237632.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -237634.656250 Penalty: 3746.430176
	Iteration 20F: 3 clusters Score -237634.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -237639.265625 Penalty: 3746.430176
	Iteration 21Q: 3 clusters Score -237639.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -237645.156250 Penalty: 3746.430176
	Iteration 22Q: 3 clusters Score -237645.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -237647.171875 Penalty: 3746.430176
	Iteration 23Q: 3 clusters Score -237647.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -237647.796875 Penalty: 3746.430176
	Iteration 24Q: 3 clusters Score -237647.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -237648.250000 Penalty: 3746.430176
	Iteration 25Q: 3 clusters Score -237648.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -237649.031250 Penalty: 3746.430176
	Iteration 26Q: 3 clusters Score -237649 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -237649.984375 Penalty: 3746.430176
	Iteration 27Q: 3 clusters Score -237650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -237650.765625 Penalty: 3746.430176
	Iteration 28Q: 3 clusters Score -237650.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -237651.078125 Penalty: 3746.430176
	Iteration 29Q: 3 clusters Score -237651.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -237651.312500 Penalty: 3746.430176
	Iteration 30Q: 3 clusters Score -237651.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -237651.484375 Penalty: 3746.430176
	Iteration 31Q: 3 clusters Score -237651.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -237651.484375 Penalty: 3746.430176
	Iteration 32F: 3 clusters Score -237651.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Entering Unmasked Estep 
Score: -53716.363281 Penalty: 1485.262329
	Iteration 0F: 2 clusters Score -53716.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -52335.171875 Penalty: 2970.524658
	Iteration 0F: 3 clusters Score -52335.17 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -52805.988281 Penalty: 2970.524658
	Iteration 1F: 3 clusters Score -52805.99 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -53035.843750 Penalty: 2970.524658
	Iteration 2F: 3 clusters Score -53035.84 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -53134.656250 Penalty: 2970.524658
	Iteration 3Q: 3 clusters Score -53134.66 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -53229.839844 Penalty: 2970.524658
	Iteration 4Q: 3 clusters Score -53229.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -53352.980469 Penalty: 2970.524658
	Iteration 5Q: 3 clusters Score -53352.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -53451.417969 Penalty: 2970.524658
	Iteration 6Q: 3 clusters Score -53451.42 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -53494.480469 Penalty: 2970.524658
	Iteration 7Q: 3 clusters Score -53494.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -53525.074219 Penalty: 2970.524658
	Iteration 8Q: 3 clusters Score -53525.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -53533.921875 Penalty: 2970.524658
	Iteration 9Q: 3 clusters Score -53533.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -53536.164062 Penalty: 2970.524658
	Iteration 10Q: 3 clusters Score -53536.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -53548.097656 Penalty: 2970.524658
	Iteration 11Q: 3 clusters Score -53548.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -53548.097656 Penalty: 2970.524658
	Iteration 12F: 3 clusters Score -53548.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (5100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Entering Unmasked Estep 
Score: -539931.187500 Penalty: 2117.175049
	Iteration 0F: 2 clusters Score -539931.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -535349.937500 Penalty: 4234.350098
	Iteration 0F: 3 clusters Score -535349.9 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -536772.312500 Penalty: 4234.350098
	Iteration 1F: 3 clusters Score -536772.3 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -537268.937500 Penalty: 4234.350098
	Iteration 2F: 3 clusters Score -537268.9 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -537581.750000 Penalty: 4234.350098
	Iteration 3F: 3 clusters Score -537581.8 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -537798.062500 Penalty: 4234.350098
	Iteration 4F: 3 clusters Score -537798.1 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -537972.562500 Penalty: 4234.350098
	Iteration 5Q: 3 clusters Score -537972.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -538098.187500 Penalty: 4234.350098
	Iteration 6Q: 3 clusters Score -538098.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -538182.500000 Penalty: 4234.350098
	Iteration 7Q: 3 clusters Score -538182.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -538248.812500 Penalty: 4234.350098
	Iteration 8Q: 3 clusters Score -538248.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -538315.000000 Penalty: 4234.350098
	Iteration 9Q: 3 clusters Score -538315 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -538383.437500 Penalty: 4234.350098
	Iteration 10Q: 3 clusters Score -538383.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -538444.437500 Penalty: 4234.350098
	Iteration 11Q: 3 clusters Score -538444.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -538485.687500 Penalty: 4234.350098
	Iteration 12Q: 3 clusters Score -538485.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -538517.437500 Penalty: 4234.350098
	Iteration 13Q: 3 clusters Score -538517.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -538551.750000 Penalty: 4234.350098
	Iteration 14Q: 3 clusters Score -538551.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -538587.500000 Penalty: 4234.350098
	Iteration 15Q: 3 clusters Score -538587.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -538622.375000 Penalty: 4234.350098
	Iteration 16Q: 3 clusters Score -538622.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -538664.562500 Penalty: 4234.350098
	Iteration 17Q: 3 clusters Score -538664.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -538699.625000 Penalty: 4234.350098
	Iteration 18Q: 3 clusters Score -538699.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -538727.687500 Penalty: 4234.350098
	Iteration 19Q: 3 clusters Score -538727.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -538750.687500 Penalty: 4234.350098
	Iteration 20F: 3 clusters Score -538750.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -538772.312500 Penalty: 4234.350098
	Iteration 21Q: 3 clusters Score -538772.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -538789.687500 Penalty: 4234.350098
	Iteration 22Q: 3 clusters Score -538789.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -538806.500000 Penalty: 4234.350098
	Iteration 23Q: 3 clusters Score -538806.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -538818.312500 Penalty: 4234.350098
	Iteration 24Q: 3 clusters Score -538818.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -538825.250000 Penalty: 4234.350098
	Iteration 25Q: 3 clusters Score -538825.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -538830.875000 Penalty: 4234.350098
	Iteration 26Q: 3 clusters Score -538830.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -538834.312500 Penalty: 4234.350098
	Iteration 27Q: 3 clusters Score -538834.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -538835.437500 Penalty: 4234.350098
	Iteration 28Q: 3 clusters Score -538835.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -538837.625000 Penalty: 4234.350098
	Iteration 29Q: 3 clusters Score -538837.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -538839.937500 Penalty: 4234.350098
	Iteration 30Q: 3 clusters Score -538839.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -538841.937500 Penalty: 4234.350098
	Iteration 31Q: 3 clusters Score -538841.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -538845.875000 Penalty: 4234.350098
	Iteration 32Q: 3 clusters Score -538845.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -538847.312500 Penalty: 4234.350098
	Iteration 33Q: 3 clusters Score -538847.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -538848.062500 Penalty: 4234.350098
	Iteration 34Q: 3 clusters Score -538848.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -538850.125000 Penalty: 4234.350098
	Iteration 35Q: 3 clusters Score -538850.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -538852.375000 Penalty: 4234.350098
	Iteration 36Q: 3 clusters Score -538852.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -538853.500000 Penalty: 4234.350098
	Iteration 37Q: 3 clusters Score -538853.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -538852.562500 Penalty: 4234.350098
	Iteration 38Q: 3 clusters Score -538852.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -538853.125000 Penalty: 4234.350098
	Iteration 39Q: 3 clusters Score -538853.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -538853.125000 Penalty: 4234.350098
	Iteration 40F: 3 clusters Score -538853.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (1819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Entering Unmasked Estep 
Score: -262382.687500 Penalty: 1861.498413
	Iteration 0F: 2 clusters Score -262382.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -259960.531250 Penalty: 3722.996826
	Iteration 0F: 3 clusters Score -259960.5 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -261231.703125 Penalty: 3722.996826
	Iteration 1F: 3 clusters Score -261231.7 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -261966.937500 Penalty: 3722.996826
	Iteration 2F: 3 clusters Score -261966.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -262283.000000 Penalty: 3722.996826
	Iteration 3F: 3 clusters Score -262283 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -262498.500000 Penalty: 3722.996826
	Iteration 4Q: 3 clusters Score -262498.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -262649.312500 Penalty: 3722.996826
	Iteration 5Q: 3 clusters Score -262649.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -262777.062500 Penalty: 3722.996826
	Iteration 6Q: 3 clusters Score -262777.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -262892.718750 Penalty: 3722.996826
	Iteration 7Q: 3 clusters Score -262892.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -262944.750000 Penalty: 3722.996826
	Iteration 8Q: 3 clusters Score -262944.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -262975.250000 Penalty: 3722.996826
	Iteration 9Q: 3 clusters Score -262975.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -263003.968750 Penalty: 3722.996826
	Iteration 10Q: 3 clusters Score -263004 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -263020.656250 Penalty: 3722.996826
	Iteration 11Q: 3 clusters Score -263020.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -263038.687500 Penalty: 3722.996826
	Iteration 12Q: 3 clusters Score -263038.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -263044.031250 Penalty: 3722.996826
	Iteration 13Q: 3 clusters Score -263044 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -263048.906250 Penalty: 3722.996826
	Iteration 14Q: 3 clusters Score -263048.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -263049.687500 Penalty: 3722.996826
	Iteration 15Q: 3 clusters Score -263049.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -263052.343750 Penalty: 3722.996826
	Iteration 16Q: 3 clusters Score -263052.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -263054.843750 Penalty: 3722.996826
	Iteration 17Q: 3 clusters Score -263054.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -263054.843750 Penalty: 3722.996826
	Iteration 18F: 3 clusters Score -263054.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 52553 members 
Mstep: Class 3 contains 5280 members 
Mstep: Class 4 contains 27249 members 
Mstep: Class 5 contains 8286 members 
Mstep: Class 6 contains 4490 members 
Mstep: Class 7 contains 26582 members 
Mstep: Class 8 contains 749 members 
Mstep: Class 9 contains 10973 members 
Mstep: Class 10 contains 3040 members 
Mstep: Class 11 contains 37309 members 
Mstep: Class 12 contains 23336 members 
Mstep: Class 13 contains 215708 members 
Mstep: Class 14 contains 40995 members 
Mstep: Class 15 contains 657 members 
Mstep: Class 16 contains 29095 members 
Mstep: Class 17 contains 9366 members 
Mstep: Class 18 contains 14308 members 
Mstep: Class 19 contains 61584 members 
Mstep: Class 20 contains 10998 members 
Mstep: Class 21 contains 16567 members 
Mstep: Class 22 contains 2993 members 
Mstep: Class 23 contains 2570 members 
Mstep: Class 24 contains 18665 members 
Mstep: Class 25 contains 2068 members 
Mstep: Class 26 contains 22288 members 
Mstep: Class 27 contains 6174 members 
Mstep: Class 28 contains 4115 members 
Mstep: Class 29 contains 37122 members 
Mstep: Class 30 contains 4527 members 
Mstep: Class 31 contains 481 members 
Mstep: Class 32 contains 381 members 
Mstep: Class 33 contains 38551 members 
Mstep: Class 34 contains 605 members 
Mstep: Class 35 contains 8732 members 
Mstep: Class 36 contains 2453 members 
Mstep: Class 37 contains 164248 members 
Mstep: Class 38 contains 8339 members 
Mstep: Class 39 contains 4265 members 
Mstep: Class 40 contains 5324 members 
Mstep: Class 41 contains 2913 members 
Mstep: Class 42 contains 3709 members 
Mstep: Class 43 contains 550 members 
Mstep: Class 44 contains 3468 members 
Mstep: Class 45 contains 1907 members 
Mstep: Class 46 contains 399 members 
Mstep: Class 47 contains 5100 members 
Mstep: Class 48 contains 799 members 
Mstep: Class 49 contains 4225 members 
Mstep: Class 50 contains 6309 members 
Mstep: Class 51 contains 175504 members 
Mstep: Class 52 contains 342 members 
Mstep: Class 53 contains 204 members 
Mstep: Class 54 contains 355 members 
Mstep: Class 55 contains 4301 members 
Mstep: Class 56 contains 2518 members 
Mstep: Class 57 contains 179 members 
Mstep: Class 58 contains 10459 members 
Mstep: Class 59 contains 648 members 
Mstep: Class 60 contains 17851 members 
Mstep: Class 61 contains 255 members 
Mstep: Class 62 contains 1182 members 
Mstep: Class 63 contains 438 members 
Mstep: Class 64 contains 344 members 
Mstep: Class 65 contains 613 members 
Mstep: Class 66 contains 876 members 
Mstep: Class 67 contains 188 members 
Mstep: Class 68 contains 326 members 
Mstep: Class 69 contains 164 members 
Mstep: Class 70 contains 306 members 
Mstep: Class 71 contains 853 members 
Mstep: Class 72 contains 435 members 
Mstep: Class 73 contains 379 members 
Mstep: Class 74 contains 225 members 
Mstep: Class 75 contains 500 members 
Mstep: Class 76 contains 227 members 
Mstep: Class 77 contains 397 members 
Mstep: Class 78 contains 492 members 
Mstep: Class 79 contains 1045 members 
Mstep: Class 80 contains 1251 members 
Mstep: Class 81 contains 1512 members 
Mstep: Class 82 contains 1020 members 
Entering Unmasked Estep 
Score: -147554432.000000 Penalty: 284459.781250
Splitting cluster 48 changes total score from -147555744.000000 to -147554432.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 49 (4225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Entering Unmasked Estep 
Score: -533056.000000 Penalty: 2070.496094
	Iteration 0F: 2 clusters Score -533056 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -529046.187500 Penalty: 4140.992188
	Iteration 0F: 3 clusters Score -529046.2 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -529959.687500 Penalty: 4140.992188
	Iteration 1F: 3 clusters Score -529959.7 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -530116.687500 Penalty: 4140.992188
	Iteration 2F: 3 clusters Score -530116.7 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -530212.312500 Penalty: 4140.992188
	Iteration 3Q: 3 clusters Score -530212.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -530286.812500 Penalty: 4140.992188
	Iteration 4Q: 3 clusters Score -530286.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -530345.062500 Penalty: 4140.992188
	Iteration 5Q: 3 clusters Score -530345.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -530397.375000 Penalty: 4140.992188
	Iteration 6Q: 3 clusters Score -530397.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -530438.187500 Penalty: 4140.992188
	Iteration 7Q: 3 clusters Score -530438.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -530464.812500 Penalty: 4140.992188
	Iteration 8Q: 3 clusters Score -530464.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -530485.187500 Penalty: 4140.992188
	Iteration 9Q: 3 clusters Score -530485.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -530494.687500 Penalty: 4140.992188
	Iteration 10Q: 3 clusters Score -530494.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -530503.312500 Penalty: 4140.992188
	Iteration 11Q: 3 clusters Score -530503.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -530510.937500 Penalty: 4140.992188
	Iteration 12Q: 3 clusters Score -530510.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -530517.625000 Penalty: 4140.992188
	Iteration 13Q: 3 clusters Score -530517.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -530525.437500 Penalty: 4140.992188
	Iteration 14Q: 3 clusters Score -530525.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -530533.562500 Penalty: 4140.992188
	Iteration 15Q: 3 clusters Score -530533.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -530537.750000 Penalty: 4140.992188
	Iteration 16Q: 3 clusters Score -530537.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -530543.875000 Penalty: 4140.992188
	Iteration 17Q: 3 clusters Score -530543.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -530551.500000 Penalty: 4140.992188
	Iteration 18Q: 3 clusters Score -530551.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -530558.750000 Penalty: 4140.992188
	Iteration 19Q: 3 clusters Score -530558.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -530565.437500 Penalty: 4140.992188
	Iteration 20F: 3 clusters Score -530565.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -530572.812500 Penalty: 4140.992188
	Iteration 21Q: 3 clusters Score -530572.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -530578.437500 Penalty: 4140.992188
	Iteration 22Q: 3 clusters Score -530578.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -530585.437500 Penalty: 4140.992188
	Iteration 23Q: 3 clusters Score -530585.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -530591.437500 Penalty: 4140.992188
	Iteration 24Q: 3 clusters Score -530591.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -530595.000000 Penalty: 4140.992188
	Iteration 25Q: 3 clusters Score -530595 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -530602.937500 Penalty: 4140.992188
	Iteration 26Q: 3 clusters Score -530602.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -530609.875000 Penalty: 4140.992188
	Iteration 27Q: 3 clusters Score -530609.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -530615.375000 Penalty: 4140.992188
	Iteration 28Q: 3 clusters Score -530615.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -530621.687500 Penalty: 4140.992188
	Iteration 29Q: 3 clusters Score -530621.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -530629.187500 Penalty: 4140.992188
	Iteration 30Q: 3 clusters Score -530629.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -530636.750000 Penalty: 4140.992188
	Iteration 31Q: 3 clusters Score -530636.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -530641.312500 Penalty: 4140.992188
	Iteration 32Q: 3 clusters Score -530641.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -530645.625000 Penalty: 4140.992188
	Iteration 33Q: 3 clusters Score -530645.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -530647.250000 Penalty: 4140.992188
	Iteration 34Q: 3 clusters Score -530647.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -530650.250000 Penalty: 4140.992188
	Iteration 35Q: 3 clusters Score -530650.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -530652.937500 Penalty: 4140.992188
	Iteration 36Q: 3 clusters Score -530652.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -530654.687500 Penalty: 4140.992188
	Iteration 37Q: 3 clusters Score -530654.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -530655.875000 Penalty: 4140.992188
	Iteration 38Q: 3 clusters Score -530655.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -530656.625000 Penalty: 4140.992188
	Iteration 39Q: 3 clusters Score -530656.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -530658.625000 Penalty: 4140.992188
	Iteration 40F: 3 clusters Score -530658.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -530660.250000 Penalty: 4140.992188
	Iteration 41Q: 3 clusters Score -530660.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -530661.812500 Penalty: 4140.992188
	Iteration 42Q: 3 clusters Score -530661.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -530666.625000 Penalty: 4140.992188
	Iteration 43Q: 3 clusters Score -530666.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -530669.812500 Penalty: 4140.992188
	Iteration 44Q: 3 clusters Score -530669.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -530671.187500 Penalty: 4140.992188
	Iteration 45Q: 3 clusters Score -530671.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -530675.312500 Penalty: 4140.992188
	Iteration 46Q: 3 clusters Score -530675.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -530679.500000 Penalty: 4140.992188
	Iteration 47Q: 3 clusters Score -530679.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -530681.812500 Penalty: 4140.992188
	Iteration 48Q: 3 clusters Score -530681.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -530689.062500 Penalty: 4140.992188
	Iteration 49Q: 3 clusters Score -530689.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -530692.937500 Penalty: 4140.992188
	Iteration 50Q: 3 clusters Score -530692.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -530699.562500 Penalty: 4140.992188
	Iteration 51Q: 3 clusters Score -530699.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -530707.312500 Penalty: 4140.992188
	Iteration 52Q: 3 clusters Score -530707.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -530710.750000 Penalty: 4140.992188
	Iteration 53Q: 3 clusters Score -530710.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -530717.625000 Penalty: 4140.992188
	Iteration 54Q: 3 clusters Score -530717.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -530725.187500 Penalty: 4140.992188
	Iteration 55Q: 3 clusters Score -530725.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -530730.187500 Penalty: 4140.992188
	Iteration 56Q: 3 clusters Score -530730.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -530737.437500 Penalty: 4140.992188
	Iteration 57Q: 3 clusters Score -530737.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -530739.500000 Penalty: 4140.992188
	Iteration 58Q: 3 clusters Score -530739.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -530741.625000 Penalty: 4140.992188
	Iteration 59Q: 3 clusters Score -530741.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -530745.500000 Penalty: 4140.992188
	Iteration 60F: 3 clusters Score -530745.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -530749.312500 Penalty: 4140.992188
	Iteration 61Q: 3 clusters Score -530749.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -530752.750000 Penalty: 4140.992188
	Iteration 62Q: 3 clusters Score -530752.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -530754.687500 Penalty: 4140.992188
	Iteration 63Q: 3 clusters Score -530754.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -530755.750000 Penalty: 4140.992188
	Iteration 64Q: 3 clusters Score -530755.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -530757.250000 Penalty: 4140.992188
	Iteration 65Q: 3 clusters Score -530757.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -530760.437500 Penalty: 4140.992188
	Iteration 66Q: 3 clusters Score -530760.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -530763.625000 Penalty: 4140.992188
	Iteration 67Q: 3 clusters Score -530763.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -530768.000000 Penalty: 4140.992188
	Iteration 68Q: 3 clusters Score -530768 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -530770.312500 Penalty: 4140.992188
	Iteration 69Q: 3 clusters Score -530770.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -530770.937500 Penalty: 4140.992188
	Iteration 70Q: 3 clusters Score -530770.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -530772.562500 Penalty: 4140.992188
	Iteration 71Q: 3 clusters Score -530772.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -530773.187500 Penalty: 4140.992188
	Iteration 72Q: 3 clusters Score -530773.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -530774.312500 Penalty: 4140.992188
	Iteration 73Q: 3 clusters Score -530774.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -530774.437500 Penalty: 4140.992188
	Iteration 74Q: 3 clusters Score -530774.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -530775.187500 Penalty: 4140.992188
	Iteration 75Q: 3 clusters Score -530775.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -530775.187500 Penalty: 4140.992188
	Iteration 76F: 3 clusters Score -530775.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (6309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Entering Unmasked Estep 
Score: -793469.812500 Penalty: 2169.933594
	Iteration 0F: 2 clusters Score -793469.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -788134.000000 Penalty: 4339.867188
	Iteration 0F: 3 clusters Score -788134 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -789562.187500 Penalty: 4339.867188
	Iteration 1F: 3 clusters Score -789562.2 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -789816.500000 Penalty: 4339.867188
	Iteration 2F: 3 clusters Score -789816.5 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -789959.125000 Penalty: 4339.867188
	Iteration 3Q: 3 clusters Score -789959.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -790040.000000 Penalty: 4339.867188
	Iteration 4Q: 3 clusters Score -790040 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -790112.125000 Penalty: 4339.867188
	Iteration 5Q: 3 clusters Score -790112.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -790180.562500 Penalty: 4339.867188
	Iteration 6Q: 3 clusters Score -790180.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -790237.250000 Penalty: 4339.867188
	Iteration 7Q: 3 clusters Score -790237.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -790295.062500 Penalty: 4339.867188
	Iteration 8Q: 3 clusters Score -790295.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -790359.750000 Penalty: 4339.867188
	Iteration 9Q: 3 clusters Score -790359.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -790420.062500 Penalty: 4339.867188
	Iteration 10Q: 3 clusters Score -790420.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -790472.875000 Penalty: 4339.867188
	Iteration 11Q: 3 clusters Score -790472.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -790527.437500 Penalty: 4339.867188
	Iteration 12Q: 3 clusters Score -790527.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -790579.687500 Penalty: 4339.867188
	Iteration 13Q: 3 clusters Score -790579.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -790635.937500 Penalty: 4339.867188
	Iteration 14Q: 3 clusters Score -790635.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -790687.687500 Penalty: 4339.867188
	Iteration 15Q: 3 clusters Score -790687.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -790737.375000 Penalty: 4339.867188
	Iteration 16Q: 3 clusters Score -790737.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -790779.937500 Penalty: 4339.867188
	Iteration 17Q: 3 clusters Score -790779.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -790833.750000 Penalty: 4339.867188
	Iteration 18Q: 3 clusters Score -790833.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -790887.062500 Penalty: 4339.867188
	Iteration 19Q: 3 clusters Score -790887.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -790933.250000 Penalty: 4339.867188
	Iteration 20F: 3 clusters Score -790933.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -790986.062500 Penalty: 4339.867188
	Iteration 21Q: 3 clusters Score -790986.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -791042.312500 Penalty: 4339.867188
	Iteration 22Q: 3 clusters Score -791042.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -791090.750000 Penalty: 4339.867188
	Iteration 23Q: 3 clusters Score -791090.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -791126.500000 Penalty: 4339.867188
	Iteration 24Q: 3 clusters Score -791126.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -791164.000000 Penalty: 4339.867188
	Iteration 25Q: 3 clusters Score -791164 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -791207.562500 Penalty: 4339.867188
	Iteration 26Q: 3 clusters Score -791207.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -791244.687500 Penalty: 4339.867188
	Iteration 27Q: 3 clusters Score -791244.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -791280.500000 Penalty: 4339.867188
	Iteration 28Q: 3 clusters Score -791280.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -791324.812500 Penalty: 4339.867188
	Iteration 29Q: 3 clusters Score -791324.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -791362.687500 Penalty: 4339.867188
	Iteration 30Q: 3 clusters Score -791362.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -791389.625000 Penalty: 4339.867188
	Iteration 31Q: 3 clusters Score -791389.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -791415.000000 Penalty: 4339.867188
	Iteration 32Q: 3 clusters Score -791415 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -791437.125000 Penalty: 4339.867188
	Iteration 33Q: 3 clusters Score -791437.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -791460.937500 Penalty: 4339.867188
	Iteration 34Q: 3 clusters Score -791460.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -791480.062500 Penalty: 4339.867188
	Iteration 35Q: 3 clusters Score -791480.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -791496.312500 Penalty: 4339.867188
	Iteration 36Q: 3 clusters Score -791496.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -791508.625000 Penalty: 4339.867188
	Iteration 37Q: 3 clusters Score -791508.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -791519.750000 Penalty: 4339.867188
	Iteration 38Q: 3 clusters Score -791519.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -791530.187500 Penalty: 4339.867188
	Iteration 39Q: 3 clusters Score -791530.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -791540.562500 Penalty: 4339.867188
	Iteration 40F: 3 clusters Score -791540.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -791550.562500 Penalty: 4339.867188
	Iteration 41Q: 3 clusters Score -791550.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -791563.250000 Penalty: 4339.867188
	Iteration 42Q: 3 clusters Score -791563.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -791576.875000 Penalty: 4339.867188
	Iteration 43Q: 3 clusters Score -791576.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -791587.625000 Penalty: 4339.867188
	Iteration 44Q: 3 clusters Score -791587.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -791596.500000 Penalty: 4339.867188
	Iteration 45Q: 3 clusters Score -791596.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -791603.875000 Penalty: 4339.867188
	Iteration 46Q: 3 clusters Score -791603.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -791609.125000 Penalty: 4339.867188
	Iteration 47Q: 3 clusters Score -791609.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -791609.437500 Penalty: 4339.867188
	Iteration 48Q: 3 clusters Score -791609.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -791610.375000 Penalty: 4339.867188
	Iteration 49Q: 3 clusters Score -791610.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -791610.375000 Penalty: 4339.867188
	Iteration 50F: 3 clusters Score -791610.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (175504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175504 members 
Entering Unmasked Estep 
Score: -22566500.000000 Penalty: 2994.703613
	Iteration 0F: 2 clusters Score -2.25665e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87718 members 
Mstep: Class 2 contains 87786 members 
Entering Unmasked Estep 
Score: -22448600.000000 Penalty: 5989.407227
	Iteration 0F: 3 clusters Score -2.24486e+07 nChanged 84015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86833 members 
Mstep: Class 2 contains 88671 members 
Entering Unmasked Estep 
Score: -22497422.000000 Penalty: 5989.407227
	Iteration 1F: 3 clusters Score -2.249742e+07 nChanged 4680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86321 members 
Mstep: Class 2 contains 89183 members 
Entering Unmasked Estep 
Score: -22498180.000000 Penalty: 5989.407227
	Iteration 2Q: 3 clusters Score -2.249818e+07 nChanged 4774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85517 members 
Mstep: Class 2 contains 89987 members 
Entering Unmasked Estep 
Score: -22499056.000000 Penalty: 5989.407227
	Iteration 3Q: 3 clusters Score -2.249906e+07 nChanged 5286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84267 members 
Mstep: Class 2 contains 91237 members 
Entering Unmasked Estep 
Score: -22500542.000000 Penalty: 5989.407227
	Iteration 4Q: 3 clusters Score -2.250054e+07 nChanged 5896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82301 members 
Mstep: Class 2 contains 93203 members 
Entering Unmasked Estep 
Score: -22502462.000000 Penalty: 5989.407227
	Iteration 5Q: 3 clusters Score -2.250246e+07 nChanged 6718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79297 members 
Mstep: Class 2 contains 96207 members 
Entering Unmasked Estep 
Score: -22505050.000000 Penalty: 5989.407227
	Iteration 6Q: 3 clusters Score -2.250505e+07 nChanged 7989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74952 members 
Mstep: Class 2 contains 100552 members 
Entering Unmasked Estep 
Score: -22508878.000000 Penalty: 5989.407227
	Iteration 7Q: 3 clusters Score -2.250888e+07 nChanged 9265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69187 members 
Mstep: Class 2 contains 106317 members 
Entering Unmasked Estep 
Score: -22514518.000000 Penalty: 5989.407227
	Iteration 8F: 3 clusters Score -2.251452e+07 nChanged 10830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62081 members 
Mstep: Class 2 contains 113423 members 
Entering Unmasked Estep 
Score: -22522532.000000 Penalty: 5989.407227
	Iteration 9F: 3 clusters Score -2.252253e+07 nChanged 11191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55070 members 
Mstep: Class 2 contains 120434 members 
Entering Unmasked Estep 
Score: -22531728.000000 Penalty: 5989.407227
	Iteration 10F: 3 clusters Score -2.253173e+07 nChanged 9686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49352 members 
Mstep: Class 2 contains 126152 members 
Entering Unmasked Estep 
Score: -22538284.000000 Penalty: 5989.407227
	Iteration 11F: 3 clusters Score -2.253828e+07 nChanged 7124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44640 members 
Mstep: Class 2 contains 130864 members 
Entering Unmasked Estep 
Score: -22542134.000000 Penalty: 5989.407227
	Iteration 12Q: 3 clusters Score -2.254213e+07 nChanged 5030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40344 members 
Mstep: Class 2 contains 135160 members 
Entering Unmasked Estep 
Score: -22544304.000000 Penalty: 5989.407227
	Iteration 13Q: 3 clusters Score -2.25443e+07 nChanged 4269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36175 members 
Mstep: Class 2 contains 139329 members 
Entering Unmasked Estep 
Score: -22546318.000000 Penalty: 5989.407227
	Iteration 14Q: 3 clusters Score -2.254632e+07 nChanged 4135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32046 members 
Mstep: Class 2 contains 143458 members 
Entering Unmasked Estep 
Score: -22548310.000000 Penalty: 5989.407227
	Iteration 15Q: 3 clusters Score -2.254831e+07 nChanged 4078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27976 members 
Mstep: Class 2 contains 147528 members 
Entering Unmasked Estep 
Score: -22550492.000000 Penalty: 5989.407227
	Iteration 16Q: 3 clusters Score -2.255049e+07 nChanged 3940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24036 members 
Mstep: Class 2 contains 151468 members 
Entering Unmasked Estep 
Score: -22552728.000000 Penalty: 5989.407227
	Iteration 17Q: 3 clusters Score -2.255273e+07 nChanged 3587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20453 members 
Mstep: Class 2 contains 155051 members 
Entering Unmasked Estep 
Score: -22554924.000000 Penalty: 5989.407227
	Iteration 18Q: 3 clusters Score -2.255492e+07 nChanged 3240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17221 members 
Mstep: Class 2 contains 158283 members 
Entering Unmasked Estep 
Score: -22557002.000000 Penalty: 5989.407227
	Iteration 19Q: 3 clusters Score -2.2557e+07 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14493 members 
Mstep: Class 2 contains 161011 members 
Entering Unmasked Estep 
Score: -22558668.000000 Penalty: 5989.407227
	Iteration 20F: 3 clusters Score -2.255867e+07 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12211 members 
Mstep: Class 2 contains 163293 members 
Entering Unmasked Estep 
Score: -22560096.000000 Penalty: 5989.407227
	Iteration 21Q: 3 clusters Score -2.25601e+07 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10394 members 
Mstep: Class 2 contains 165110 members 
Entering Unmasked Estep 
Score: -22561186.000000 Penalty: 5989.407227
	Iteration 22Q: 3 clusters Score -2.256119e+07 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 166641 members 
Entering Unmasked Estep 
Score: -22562094.000000 Penalty: 5989.407227
	Iteration 23Q: 3 clusters Score -2.256209e+07 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 167825 members 
Entering Unmasked Estep 
Score: -22562680.000000 Penalty: 5989.407227
	Iteration 24Q: 3 clusters Score -2.256268e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 168765 members 
Entering Unmasked Estep 
Score: -22563190.000000 Penalty: 5989.407227
	Iteration 25Q: 3 clusters Score -2.256319e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 169502 members 
Entering Unmasked Estep 
Score: -22563574.000000 Penalty: 5989.407227
	Iteration 26Q: 3 clusters Score -2.256357e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 170094 members 
Entering Unmasked Estep 
Score: -22563816.000000 Penalty: 5989.407227
	Iteration 27Q: 3 clusters Score -2.256382e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 170585 members 
Entering Unmasked Estep 
Score: -22563966.000000 Penalty: 5989.407227
	Iteration 28Q: 3 clusters Score -2.256397e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 170964 members 
Entering Unmasked Estep 
Score: -22564090.000000 Penalty: 5989.407227
	Iteration 29Q: 3 clusters Score -2.256409e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 171275 members 
Entering Unmasked Estep 
Score: -22564152.000000 Penalty: 5989.407227
	Iteration 30Q: 3 clusters Score -2.256415e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 171544 members 
Entering Unmasked Estep 
Score: -22564210.000000 Penalty: 5989.407227
	Iteration 31Q: 3 clusters Score -2.256421e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 171776 members 
Entering Unmasked Estep 
Score: -22564286.000000 Penalty: 5989.407227
	Iteration 32Q: 3 clusters Score -2.256429e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 171961 members 
Entering Unmasked Estep 
Score: -22564316.000000 Penalty: 5989.407227
	Iteration 33Q: 3 clusters Score -2.256432e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 172114 members 
Entering Unmasked Estep 
Score: -22564342.000000 Penalty: 5989.407227
	Iteration 34Q: 3 clusters Score -2.256434e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 172241 members 
Entering Unmasked Estep 
Score: -22564386.000000 Penalty: 5989.407227
	Iteration 35Q: 3 clusters Score -2.256439e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 172336 members 
Entering Unmasked Estep 
Score: -22564410.000000 Penalty: 5989.407227
	Iteration 36Q: 3 clusters Score -2.256441e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 172423 members 
Entering Unmasked Estep 
Score: -22564432.000000 Penalty: 5989.407227
	Iteration 37Q: 3 clusters Score -2.256443e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 172499 members 
Entering Unmasked Estep 
Score: -22564440.000000 Penalty: 5989.407227
	Iteration 38Q: 3 clusters Score -2.256444e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 172561 members 
Entering Unmasked Estep 
Score: -22564442.000000 Penalty: 5989.407227
	Iteration 39Q: 3 clusters Score -2.256444e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 172624 members 
Entering Unmasked Estep 
Score: -22564446.000000 Penalty: 5989.407227
	Iteration 40F: 3 clusters Score -2.256445e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 172672 members 
Entering Unmasked Estep 
Score: -22564458.000000 Penalty: 5989.407227
	Iteration 41Q: 3 clusters Score -2.256446e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 172720 members 
Entering Unmasked Estep 
Score: -22564494.000000 Penalty: 5989.407227
	Iteration 42Q: 3 clusters Score -2.256449e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 172753 members 
Entering Unmasked Estep 
Score: -22564474.000000 Penalty: 5989.407227
	Iteration 43Q: 3 clusters Score -2.256447e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 172781 members 
Entering Unmasked Estep 
Score: -22564480.000000 Penalty: 5989.407227
	Iteration 44Q: 3 clusters Score -2.256448e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 172803 members 
Entering Unmasked Estep 
Score: -22564486.000000 Penalty: 5989.407227
	Iteration 45Q: 3 clusters Score -2.256449e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 172829 members 
Entering Unmasked Estep 
Score: -22564514.000000 Penalty: 5989.407227
	Iteration 46Q: 3 clusters Score -2.256451e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 172858 members 
Entering Unmasked Estep 
Score: -22564526.000000 Penalty: 5989.407227
	Iteration 47Q: 3 clusters Score -2.256453e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 172881 members 
Entering Unmasked Estep 
Score: -22564550.000000 Penalty: 5989.407227
	Iteration 48Q: 3 clusters Score -2.256455e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 172914 members 
Entering Unmasked Estep 
Score: -22564542.000000 Penalty: 5989.407227
	Iteration 49Q: 3 clusters Score -2.256454e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 172937 members 
Entering Unmasked Estep 
Score: -22564528.000000 Penalty: 5989.407227
	Iteration 50Q: 3 clusters Score -2.256453e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 172948 members 
Entering Unmasked Estep 
Score: -22564562.000000 Penalty: 5989.407227
	Iteration 51Q: 3 clusters Score -2.256456e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 172954 members 
Entering Unmasked Estep 
Score: -22564546.000000 Penalty: 5989.407227
	Iteration 52Q: 3 clusters Score -2.256455e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 172962 members 
Entering Unmasked Estep 
Score: -22564536.000000 Penalty: 5989.407227
	Iteration 53Q: 3 clusters Score -2.256454e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 172967 members 
Entering Unmasked Estep 
Score: -22564538.000000 Penalty: 5989.407227
	Iteration 54Q: 3 clusters Score -2.256454e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 172970 members 
Entering Unmasked Estep 
Score: -22564530.000000 Penalty: 5989.407227
	Iteration 55Q: 3 clusters Score -2.256453e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 172974 members 
Entering Unmasked Estep 
Score: -22564528.000000 Penalty: 5989.407227
	Iteration 56Q: 3 clusters Score -2.256453e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 172979 members 
Entering Unmasked Estep 
Score: -22564518.000000 Penalty: 5989.407227
	Iteration 57Q: 3 clusters Score -2.256452e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 172987 members 
Entering Unmasked Estep 
Score: -22564518.000000 Penalty: 5989.407227
	Iteration 58Q: 3 clusters Score -2.256452e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 172992 members 
Entering Unmasked Estep 
Score: -22564518.000000 Penalty: 5989.407227
	Iteration 59Q: 3 clusters Score -2.256452e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 172994 members 
Entering Unmasked Estep 
Score: -22564502.000000 Penalty: 5989.407227
	Iteration 60F: 3 clusters Score -2.25645e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 172998 members 
Entering Unmasked Estep 
Score: -22564520.000000 Penalty: 5989.407227
	Iteration 61Q: 3 clusters Score -2.256452e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 173002 members 
Entering Unmasked Estep 
Score: -22564534.000000 Penalty: 5989.407227
	Iteration 62Q: 3 clusters Score -2.256453e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 173005 members 
Entering Unmasked Estep 
Score: -22564548.000000 Penalty: 5989.407227
	Iteration 63Q: 3 clusters Score -2.256455e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 173007 members 
Entering Unmasked Estep 
Score: -22564544.000000 Penalty: 5989.407227
	Iteration 64Q: 3 clusters Score -2.256454e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 173008 members 
Entering Unmasked Estep 
Score: -22564540.000000 Penalty: 5989.407227
	Iteration 65Q: 3 clusters Score -2.256454e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 173009 members 
Entering Unmasked Estep 
Score: -22564536.000000 Penalty: 5989.407227
	Iteration 66Q: 3 clusters Score -2.256454e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 173009 members 
Entering Unmasked Estep 
Score: -22564536.000000 Penalty: 5989.407227
	Iteration 67F: 3 clusters Score -2.256454e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Entering Unmasked Estep 
Score: -42456.054688 Penalty: 1447.033081
	Iteration 0F: 2 clusters Score -42456.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -41309.902344 Penalty: 2894.066162
	Iteration 0F: 3 clusters Score -41309.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -41596.531250 Penalty: 2894.066162
	Iteration 1F: 3 clusters Score -41596.53 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -41768.074219 Penalty: 2894.066162
	Iteration 2F: 3 clusters Score -41768.07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -41869.160156 Penalty: 2894.066162
	Iteration 3Q: 3 clusters Score -41869.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -41898.152344 Penalty: 2894.066162
	Iteration 4Q: 3 clusters Score -41898.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -41928.187500 Penalty: 2894.066162
	Iteration 5Q: 3 clusters Score -41928.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -41934.492188 Penalty: 2894.066162
	Iteration 6Q: 3 clusters Score -41934.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -41940.281250 Penalty: 2894.066162
	Iteration 7Q: 3 clusters Score -41940.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -41941.660156 Penalty: 2894.066162
	Iteration 8Q: 3 clusters Score -41941.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -41941.660156 Penalty: 2894.066162
	Iteration 9F: 3 clusters Score -41941.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Entering Unmasked Estep 
Score: -26888.410156 Penalty: 1318.893799
	Iteration 0F: 2 clusters Score -26888.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -25845.628906 Penalty: 2637.787598
	Iteration 0F: 3 clusters Score -25845.63 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -26029.677734 Penalty: 2637.787598
	Iteration 1F: 3 clusters Score -26029.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -26099.562500 Penalty: 2637.787598
	Iteration 2Q: 3 clusters Score -26099.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -26135.285156 Penalty: 2637.787598
	Iteration 3Q: 3 clusters Score -26135.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -26177.595703 Penalty: 2637.787598
	Iteration 4Q: 3 clusters Score -26177.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -26203.824219 Penalty: 2637.787598
	Iteration 5Q: 3 clusters Score -26203.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -26227.734375 Penalty: 2637.787598
	Iteration 6Q: 3 clusters Score -26227.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -26232.384766 Penalty: 2637.787598
	Iteration 7Q: 3 clusters Score -26232.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -26235.533203 Penalty: 2637.787598
	Iteration 8Q: 3 clusters Score -26235.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -26235.533203 Penalty: 2637.787598
	Iteration 9F: 3 clusters Score -26235.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Entering Unmasked Estep 
Score: -53544.308594 Penalty: 1456.285278
	Iteration 0F: 2 clusters Score -53544.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -52166.378906 Penalty: 2912.570557
	Iteration 0F: 3 clusters Score -52166.38 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -52381.699219 Penalty: 2912.570557
	Iteration 1F: 3 clusters Score -52381.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -52476.804688 Penalty: 2912.570557
	Iteration 2F: 3 clusters Score -52476.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -52517.406250 Penalty: 2912.570557
	Iteration 3Q: 3 clusters Score -52517.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -52538.324219 Penalty: 2912.570557
	Iteration 4Q: 3 clusters Score -52538.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -52562.906250 Penalty: 2912.570557
	Iteration 5Q: 3 clusters Score -52562.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -52584.957031 Penalty: 2912.570557
	Iteration 6Q: 3 clusters Score -52584.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -52600.988281 Penalty: 2912.570557
	Iteration 7Q: 3 clusters Score -52600.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -52603.070312 Penalty: 2912.570557
	Iteration 8Q: 3 clusters Score -52603.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -52603.070312 Penalty: 2912.570557
	Iteration 9F: 3 clusters Score -52603.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (4301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Entering Unmasked Estep 
Score: -549211.937500 Penalty: 2074.917480
	Iteration 0F: 2 clusters Score -549211.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -545179.687500 Penalty: 4149.834961
	Iteration 0F: 3 clusters Score -545179.7 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -546120.062500 Penalty: 4149.834961
	Iteration 1F: 3 clusters Score -546120.1 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -546292.250000 Penalty: 4149.834961
	Iteration 2F: 3 clusters Score -546292.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -546395.625000 Penalty: 4149.834961
	Iteration 3Q: 3 clusters Score -546395.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -546463.562500 Penalty: 4149.834961
	Iteration 4Q: 3 clusters Score -546463.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -546518.062500 Penalty: 4149.834961
	Iteration 5Q: 3 clusters Score -546518.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -546582.812500 Penalty: 4149.834961
	Iteration 6Q: 3 clusters Score -546582.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -546649.875000 Penalty: 4149.834961
	Iteration 7Q: 3 clusters Score -546649.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -546705.312500 Penalty: 4149.834961
	Iteration 8Q: 3 clusters Score -546705.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -546749.625000 Penalty: 4149.834961
	Iteration 9Q: 3 clusters Score -546749.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -546784.375000 Penalty: 4149.834961
	Iteration 10Q: 3 clusters Score -546784.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -546822.937500 Penalty: 4149.834961
	Iteration 11Q: 3 clusters Score -546822.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -546851.000000 Penalty: 4149.834961
	Iteration 12Q: 3 clusters Score -546851 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -546872.750000 Penalty: 4149.834961
	Iteration 13Q: 3 clusters Score -546872.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -546894.687500 Penalty: 4149.834961
	Iteration 14Q: 3 clusters Score -546894.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -546907.937500 Penalty: 4149.834961
	Iteration 15Q: 3 clusters Score -546907.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -546920.875000 Penalty: 4149.834961
	Iteration 16Q: 3 clusters Score -546920.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -546934.937500 Penalty: 4149.834961
	Iteration 17Q: 3 clusters Score -546934.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -546951.750000 Penalty: 4149.834961
	Iteration 18Q: 3 clusters Score -546951.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -546965.562500 Penalty: 4149.834961
	Iteration 19Q: 3 clusters Score -546965.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -546979.000000 Penalty: 4149.834961
	Iteration 20F: 3 clusters Score -546979 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -546991.000000 Penalty: 4149.834961
	Iteration 21Q: 3 clusters Score -546991 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -547007.375000 Penalty: 4149.834961
	Iteration 22Q: 3 clusters Score -547007.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -547020.625000 Penalty: 4149.834961
	Iteration 23Q: 3 clusters Score -547020.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -547031.812500 Penalty: 4149.834961
	Iteration 24Q: 3 clusters Score -547031.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -547040.500000 Penalty: 4149.834961
	Iteration 25Q: 3 clusters Score -547040.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -547049.000000 Penalty: 4149.834961
	Iteration 26Q: 3 clusters Score -547049 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -547059.125000 Penalty: 4149.834961
	Iteration 27Q: 3 clusters Score -547059.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -547069.625000 Penalty: 4149.834961
	Iteration 28Q: 3 clusters Score -547069.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -547081.437500 Penalty: 4149.834961
	Iteration 29Q: 3 clusters Score -547081.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -547093.562500 Penalty: 4149.834961
	Iteration 30Q: 3 clusters Score -547093.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -547101.625000 Penalty: 4149.834961
	Iteration 31Q: 3 clusters Score -547101.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -547116.875000 Penalty: 4149.834961
	Iteration 32Q: 3 clusters Score -547116.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -547140.750000 Penalty: 4149.834961
	Iteration 33Q: 3 clusters Score -547140.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -547166.500000 Penalty: 4149.834961
	Iteration 34Q: 3 clusters Score -547166.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -547183.250000 Penalty: 4149.834961
	Iteration 35Q: 3 clusters Score -547183.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -547198.687500 Penalty: 4149.834961
	Iteration 36Q: 3 clusters Score -547198.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -547216.812500 Penalty: 4149.834961
	Iteration 37Q: 3 clusters Score -547216.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -547235.750000 Penalty: 4149.834961
	Iteration 38Q: 3 clusters Score -547235.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -547263.062500 Penalty: 4149.834961
	Iteration 39Q: 3 clusters Score -547263.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -547293.312500 Penalty: 4149.834961
	Iteration 40F: 3 clusters Score -547293.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -547321.312500 Penalty: 4149.834961
	Iteration 41Q: 3 clusters Score -547321.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -547347.562500 Penalty: 4149.834961
	Iteration 42Q: 3 clusters Score -547347.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -547368.875000 Penalty: 4149.834961
	Iteration 43Q: 3 clusters Score -547368.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -547401.250000 Penalty: 4149.834961
	Iteration 44Q: 3 clusters Score -547401.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -547433.000000 Penalty: 4149.834961
	Iteration 45Q: 3 clusters Score -547433 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -547464.750000 Penalty: 4149.834961
	Iteration 46Q: 3 clusters Score -547464.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -547499.750000 Penalty: 4149.834961
	Iteration 47Q: 3 clusters Score -547499.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -547526.625000 Penalty: 4149.834961
	Iteration 48Q: 3 clusters Score -547526.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -547546.062500 Penalty: 4149.834961
	Iteration 49Q: 3 clusters Score -547546.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -547559.937500 Penalty: 4149.834961
	Iteration 50Q: 3 clusters Score -547559.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -547573.375000 Penalty: 4149.834961
	Iteration 51Q: 3 clusters Score -547573.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -547582.750000 Penalty: 4149.834961
	Iteration 52Q: 3 clusters Score -547582.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -547594.875000 Penalty: 4149.834961
	Iteration 53Q: 3 clusters Score -547594.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -547603.187500 Penalty: 4149.834961
	Iteration 54Q: 3 clusters Score -547603.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -547606.812500 Penalty: 4149.834961
	Iteration 55Q: 3 clusters Score -547606.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -547612.937500 Penalty: 4149.834961
	Iteration 56Q: 3 clusters Score -547612.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -547617.125000 Penalty: 4149.834961
	Iteration 57Q: 3 clusters Score -547617.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -547622.312500 Penalty: 4149.834961
	Iteration 58Q: 3 clusters Score -547622.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -547624.625000 Penalty: 4149.834961
	Iteration 59Q: 3 clusters Score -547624.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -547629.562500 Penalty: 4149.834961
	Iteration 60F: 3 clusters Score -547629.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -547635.687500 Penalty: 4149.834961
	Iteration 61Q: 3 clusters Score -547635.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -547638.625000 Penalty: 4149.834961
	Iteration 62Q: 3 clusters Score -547638.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -547643.125000 Penalty: 4149.834961
	Iteration 63Q: 3 clusters Score -547643.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -547645.812500 Penalty: 4149.834961
	Iteration 64Q: 3 clusters Score -547645.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -547649.062500 Penalty: 4149.834961
	Iteration 65Q: 3 clusters Score -547649.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -547651.562500 Penalty: 4149.834961
	Iteration 66Q: 3 clusters Score -547651.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -547651.562500 Penalty: 4149.834961
	Iteration 67Q: 3 clusters Score -547651.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -547652.750000 Penalty: 4149.834961
	Iteration 68Q: 3 clusters Score -547652.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -547653.812500 Penalty: 4149.834961
	Iteration 69Q: 3 clusters Score -547653.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -547654.812500 Penalty: 4149.834961
	Iteration 70Q: 3 clusters Score -547654.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -547656.500000 Penalty: 4149.834961
	Iteration 71Q: 3 clusters Score -547656.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -547656.625000 Penalty: 4149.834961
	Iteration 72Q: 3 clusters Score -547656.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -547657.562500 Penalty: 4149.834961
	Iteration 73Q: 3 clusters Score -547657.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -547659.062500 Penalty: 4149.834961
	Iteration 74Q: 3 clusters Score -547659.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -547661.500000 Penalty: 4149.834961
	Iteration 75Q: 3 clusters Score -547661.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -547662.562500 Penalty: 4149.834961
	Iteration 76Q: 3 clusters Score -547662.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -547665.812500 Penalty: 4149.834961
	Iteration 77Q: 3 clusters Score -547665.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -547668.125000 Penalty: 4149.834961
	Iteration 78Q: 3 clusters Score -547668.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -547669.000000 Penalty: 4149.834961
	Iteration 79Q: 3 clusters Score -547669 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -547669.937500 Penalty: 4149.834961
	Iteration 80F: 3 clusters Score -547669.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -547671.625000 Penalty: 4149.834961
	Iteration 81Q: 3 clusters Score -547671.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -547672.937500 Penalty: 4149.834961
	Iteration 82Q: 3 clusters Score -547672.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -547673.937500 Penalty: 4149.834961
	Iteration 83Q: 3 clusters Score -547673.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -547673.937500 Penalty: 4149.834961
	Iteration 84F: 3 clusters Score -547673.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (2518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Entering Unmasked Estep 
Score: -311198.250000 Penalty: 1942.142578
	Iteration 0F: 2 clusters Score -311198.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -308252.125000 Penalty: 3884.285156
	Iteration 0F: 3 clusters Score -308252.1 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -308783.281250 Penalty: 3884.285156
	Iteration 1F: 3 clusters Score -308783.3 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -308914.593750 Penalty: 3884.285156
	Iteration 2F: 3 clusters Score -308914.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -308996.750000 Penalty: 3884.285156
	Iteration 3Q: 3 clusters Score -308996.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -309112.156250 Penalty: 3884.285156
	Iteration 4Q: 3 clusters Score -309112.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -309235.343750 Penalty: 3884.285156
	Iteration 5Q: 3 clusters Score -309235.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -309361.062500 Penalty: 3884.285156
	Iteration 6Q: 3 clusters Score -309361.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -309503.156250 Penalty: 3884.285156
	Iteration 7Q: 3 clusters Score -309503.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -309664.375000 Penalty: 3884.285156
	Iteration 8Q: 3 clusters Score -309664.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -309838.468750 Penalty: 3884.285156
	Iteration 9F: 3 clusters Score -309838.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -310021.468750 Penalty: 3884.285156
	Iteration 10F: 3 clusters Score -310021.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -310168.625000 Penalty: 3884.285156
	Iteration 11Q: 3 clusters Score -310168.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -310275.500000 Penalty: 3884.285156
	Iteration 12Q: 3 clusters Score -310275.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -310350.875000 Penalty: 3884.285156
	Iteration 13Q: 3 clusters Score -310350.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -310423.187500 Penalty: 3884.285156
	Iteration 14Q: 3 clusters Score -310423.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -310497.062500 Penalty: 3884.285156
	Iteration 15Q: 3 clusters Score -310497.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -310531.250000 Penalty: 3884.285156
	Iteration 16Q: 3 clusters Score -310531.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -310552.000000 Penalty: 3884.285156
	Iteration 17Q: 3 clusters Score -310552 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -310562.500000 Penalty: 3884.285156
	Iteration 18Q: 3 clusters Score -310562.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -310570.125000 Penalty: 3884.285156
	Iteration 19Q: 3 clusters Score -310570.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -310576.937500 Penalty: 3884.285156
	Iteration 20F: 3 clusters Score -310576.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -310579.531250 Penalty: 3884.285156
	Iteration 21Q: 3 clusters Score -310579.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -310581.062500 Penalty: 3884.285156
	Iteration 22Q: 3 clusters Score -310581.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -310582.281250 Penalty: 3884.285156
	Iteration 23Q: 3 clusters Score -310582.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -310581.937500 Penalty: 3884.285156
	Iteration 24Q: 3 clusters Score -310581.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -310582.531250 Penalty: 3884.285156
	Iteration 25Q: 3 clusters Score -310582.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -310582.531250 Penalty: 3884.285156
	Iteration 26F: 3 clusters Score -310582.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Entering Unmasked Estep 
Score: -23169.886719 Penalty: 1286.471680
	Iteration 0F: 2 clusters Score -23169.89 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 82 members 
Entering Unmasked Estep 
Score: -22136.328125 Penalty: 2572.943359
	Iteration 0F: 3 clusters Score -22136.33 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -22369.722656 Penalty: 2572.943359
	Iteration 1F: 3 clusters Score -22369.72 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -22534.822266 Penalty: 2572.943359
	Iteration 2Q: 3 clusters Score -22534.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -22567.925781 Penalty: 2572.943359
	Iteration 3Q: 3 clusters Score -22567.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -22608.392578 Penalty: 2572.943359
	Iteration 4Q: 3 clusters Score -22608.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -22632.474609 Penalty: 2572.943359
	Iteration 5Q: 3 clusters Score -22632.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -22666.683594 Penalty: 2572.943359
	Iteration 6Q: 3 clusters Score -22666.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -22689.158203 Penalty: 2572.943359
	Iteration 7Q: 3 clusters Score -22689.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -22701.851562 Penalty: 2572.943359
	Iteration 8Q: 3 clusters Score -22701.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -22711.212891 Penalty: 2572.943359
	Iteration 9Q: 3 clusters Score -22711.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -22713.080078 Penalty: 2572.943359
	Iteration 10Q: 3 clusters Score -22713.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -22735.363281 Penalty: 2572.943359
	Iteration 11Q: 3 clusters Score -22735.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -22735.363281 Penalty: 2572.943359
	Iteration 12F: 3 clusters Score -22735.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (10459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10459 members 
Entering Unmasked Estep 
Score: -1325968.500000 Penalty: 2295.294189
	Iteration 0F: 2 clusters Score -1325968 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -1318048.000000 Penalty: 4590.588379
	Iteration 0F: 3 clusters Score -1318048 nChanged 4358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -1320458.375000 Penalty: 4590.588379
	Iteration 1F: 3 clusters Score -1320458 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -1320769.125000 Penalty: 4590.588379
	Iteration 2F: 3 clusters Score -1320769 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -1321016.375000 Penalty: 4590.588379
	Iteration 3F: 3 clusters Score -1321016 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -1321231.625000 Penalty: 4590.588379
	Iteration 4Q: 3 clusters Score -1321232 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -1321423.875000 Penalty: 4590.588379
	Iteration 5Q: 3 clusters Score -1321424 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -1321604.875000 Penalty: 4590.588379
	Iteration 6Q: 3 clusters Score -1321605 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -1321771.875000 Penalty: 4590.588379
	Iteration 7Q: 3 clusters Score -1321772 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -1321950.000000 Penalty: 4590.588379
	Iteration 8Q: 3 clusters Score -1321950 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -1322117.250000 Penalty: 4590.588379
	Iteration 9Q: 3 clusters Score -1322117 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -1322308.250000 Penalty: 4590.588379
	Iteration 10Q: 3 clusters Score -1322308 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -1322498.875000 Penalty: 4590.588379
	Iteration 11Q: 3 clusters Score -1322499 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -1322707.625000 Penalty: 4590.588379
	Iteration 12Q: 3 clusters Score -1322708 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -1322911.625000 Penalty: 4590.588379
	Iteration 13Q: 3 clusters Score -1322912 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -1323089.625000 Penalty: 4590.588379
	Iteration 14Q: 3 clusters Score -1323090 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -1323261.625000 Penalty: 4590.588379
	Iteration 15Q: 3 clusters Score -1323262 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -1323396.125000 Penalty: 4590.588379
	Iteration 16Q: 3 clusters Score -1323396 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -1323502.000000 Penalty: 4590.588379
	Iteration 17Q: 3 clusters Score -1323502 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -1323586.250000 Penalty: 4590.588379
	Iteration 18Q: 3 clusters Score -1323586 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -1323660.375000 Penalty: 4590.588379
	Iteration 19Q: 3 clusters Score -1323660 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -1323744.750000 Penalty: 4590.588379
	Iteration 20F: 3 clusters Score -1323745 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -1323810.875000 Penalty: 4590.588379
	Iteration 21Q: 3 clusters Score -1323811 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -1323889.625000 Penalty: 4590.588379
	Iteration 22Q: 3 clusters Score -1323890 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -1323988.750000 Penalty: 4590.588379
	Iteration 23Q: 3 clusters Score -1323989 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -1324085.625000 Penalty: 4590.588379
	Iteration 24Q: 3 clusters Score -1324086 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -1324180.625000 Penalty: 4590.588379
	Iteration 25Q: 3 clusters Score -1324181 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -1324282.875000 Penalty: 4590.588379
	Iteration 26Q: 3 clusters Score -1324283 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -1324377.125000 Penalty: 4590.588379
	Iteration 27Q: 3 clusters Score -1324377 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -1324465.500000 Penalty: 4590.588379
	Iteration 28Q: 3 clusters Score -1324466 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -1324537.875000 Penalty: 4590.588379
	Iteration 29Q: 3 clusters Score -1324538 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -1324576.875000 Penalty: 4590.588379
	Iteration 30Q: 3 clusters Score -1324577 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -1324614.000000 Penalty: 4590.588379
	Iteration 31Q: 3 clusters Score -1324614 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -1324642.500000 Penalty: 4590.588379
	Iteration 32Q: 3 clusters Score -1324642 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -1324661.625000 Penalty: 4590.588379
	Iteration 33Q: 3 clusters Score -1324662 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -1324683.000000 Penalty: 4590.588379
	Iteration 34Q: 3 clusters Score -1324683 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -1324691.625000 Penalty: 4590.588379
	Iteration 35Q: 3 clusters Score -1324692 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -1324704.500000 Penalty: 4590.588379
	Iteration 36Q: 3 clusters Score -1324704 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -1324712.000000 Penalty: 4590.588379
	Iteration 37Q: 3 clusters Score -1324712 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -1324724.875000 Penalty: 4590.588379
	Iteration 38Q: 3 clusters Score -1324725 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -1324738.375000 Penalty: 4590.588379
	Iteration 39Q: 3 clusters Score -1324738 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -1324745.250000 Penalty: 4590.588379
	Iteration 40F: 3 clusters Score -1324745 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -1324753.125000 Penalty: 4590.588379
	Iteration 41Q: 3 clusters Score -1324753 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -1324756.750000 Penalty: 4590.588379
	Iteration 42Q: 3 clusters Score -1324757 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -1324760.125000 Penalty: 4590.588379
	Iteration 43Q: 3 clusters Score -1324760 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -1324763.750000 Penalty: 4590.588379
	Iteration 44Q: 3 clusters Score -1324764 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -1324764.375000 Penalty: 4590.588379
	Iteration 45Q: 3 clusters Score -1324764 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -1324768.625000 Penalty: 4590.588379
	Iteration 46Q: 3 clusters Score -1324769 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -1324769.625000 Penalty: 4590.588379
	Iteration 47Q: 3 clusters Score -1324770 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -1324774.750000 Penalty: 4590.588379
	Iteration 48Q: 3 clusters Score -1324775 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -1324773.500000 Penalty: 4590.588379
	Iteration 49Q: 3 clusters Score -1324774 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -1324780.125000 Penalty: 4590.588379
	Iteration 50Q: 3 clusters Score -1324780 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -1324782.000000 Penalty: 4590.588379
	Iteration 51Q: 3 clusters Score -1324782 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -1324784.750000 Penalty: 4590.588379
	Iteration 52Q: 3 clusters Score -1324785 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -1324785.375000 Penalty: 4590.588379
	Iteration 53Q: 3 clusters Score -1324785 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -1324786.250000 Penalty: 4590.588379
	Iteration 54Q: 3 clusters Score -1324786 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -1324791.000000 Penalty: 4590.588379
	Iteration 55Q: 3 clusters Score -1324791 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -1324792.125000 Penalty: 4590.588379
	Iteration 56Q: 3 clusters Score -1324792 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -1324793.750000 Penalty: 4590.588379
	Iteration 57Q: 3 clusters Score -1324794 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -1324794.625000 Penalty: 4590.588379
	Iteration 58Q: 3 clusters Score -1324795 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -1324794.375000 Penalty: 4590.588379
	Iteration 59Q: 3 clusters Score -1324794 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -1324796.000000 Penalty: 4590.588379
	Iteration 60F: 3 clusters Score -1324796 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -1324798.375000 Penalty: 4590.588379
	Iteration 61Q: 3 clusters Score -1324798 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -1324797.000000 Penalty: 4590.588379
	Iteration 62Q: 3 clusters Score -1324797 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -1324796.875000 Penalty: 4590.588379
	Iteration 63Q: 3 clusters Score -1324797 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -1324795.500000 Penalty: 4590.588379
	Iteration 64Q: 3 clusters Score -1324796 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -1324795.250000 Penalty: 4590.588379
	Iteration 65Q: 3 clusters Score -1324795 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -1324795.250000 Penalty: 4590.588379
	Iteration 66F: 3 clusters Score -1324795 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Entering Unmasked Estep 
Score: -94544.125000 Penalty: 1605.524902
	Iteration 0F: 2 clusters Score -94544.12 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 329 members 
Entering Unmasked Estep 
Score: -93006.031250 Penalty: 3211.049805
	Iteration 0F: 3 clusters Score -93006.03 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -93668.773438 Penalty: 3211.049805
	Iteration 1F: 3 clusters Score -93668.77 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -94314.421875 Penalty: 3211.049805
	Iteration 2F: 3 clusters Score -94314.42 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -94615.226562 Penalty: 3211.049805
	Iteration 3F: 3 clusters Score -94615.23 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -95009.203125 Penalty: 3211.049805
	Iteration 4F: 3 clusters Score -95009.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -95217.195312 Penalty: 3211.049805
	Iteration 5Q: 3 clusters Score -95217.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -95233.992188 Penalty: 3211.049805
	Iteration 6Q: 3 clusters Score -95233.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -95250.289062 Penalty: 3211.049805
	Iteration 7Q: 3 clusters Score -95250.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -95252.445312 Penalty: 3211.049805
	Iteration 8Q: 3 clusters Score -95252.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -95252.445312 Penalty: 3211.049805
	Iteration 9F: 3 clusters Score -95252.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 52553 members 
Mstep: Class 3 contains 5280 members 
Mstep: Class 4 contains 27249 members 
Mstep: Class 5 contains 8286 members 
Mstep: Class 6 contains 4490 members 
Mstep: Class 7 contains 26582 members 
Mstep: Class 8 contains 749 members 
Mstep: Class 9 contains 10973 members 
Mstep: Class 10 contains 3040 members 
Mstep: Class 11 contains 37309 members 
Mstep: Class 12 contains 23336 members 
Mstep: Class 13 contains 215708 members 
Mstep: Class 14 contains 40995 members 
Mstep: Class 15 contains 657 members 
Mstep: Class 16 contains 29095 members 
Mstep: Class 17 contains 9366 members 
Mstep: Class 18 contains 14308 members 
Mstep: Class 19 contains 61584 members 
Mstep: Class 20 contains 10998 members 
Mstep: Class 21 contains 16567 members 
Mstep: Class 22 contains 2993 members 
Mstep: Class 23 contains 2570 members 
Mstep: Class 24 contains 18665 members 
Mstep: Class 25 contains 2068 members 
Mstep: Class 26 contains 22288 members 
Mstep: Class 27 contains 6174 members 
Mstep: Class 28 contains 4115 members 
Mstep: Class 29 contains 37122 members 
Mstep: Class 30 contains 4527 members 
Mstep: Class 31 contains 481 members 
Mstep: Class 32 contains 381 members 
Mstep: Class 33 contains 38551 members 
Mstep: Class 34 contains 605 members 
Mstep: Class 35 contains 8732 members 
Mstep: Class 36 contains 2453 members 
Mstep: Class 37 contains 164248 members 
Mstep: Class 38 contains 8339 members 
Mstep: Class 39 contains 4265 members 
Mstep: Class 40 contains 5324 members 
Mstep: Class 41 contains 2913 members 
Mstep: Class 42 contains 3709 members 
Mstep: Class 43 contains 550 members 
Mstep: Class 44 contains 3468 members 
Mstep: Class 45 contains 1907 members 
Mstep: Class 46 contains 399 members 
Mstep: Class 47 contains 5100 members 
Mstep: Class 48 contains 1819 members 
Mstep: Class 49 contains 4225 members 
Mstep: Class 50 contains 6309 members 
Mstep: Class 51 contains 175504 members 
Mstep: Class 52 contains 342 members 
Mstep: Class 53 contains 204 members 
Mstep: Class 54 contains 355 members 
Mstep: Class 55 contains 4301 members 
Mstep: Class 56 contains 2518 members 
Mstep: Class 57 contains 179 members 
Mstep: Class 58 contains 10459 members 
Mstep: Class 59 contains 402 members 
Mstep: Class 60 contains 17851 members 
Mstep: Class 61 contains 255 members 
Mstep: Class 62 contains 1182 members 
Mstep: Class 63 contains 438 members 
Mstep: Class 64 contains 344 members 
Mstep: Class 65 contains 613 members 
Mstep: Class 66 contains 876 members 
Mstep: Class 67 contains 188 members 
Mstep: Class 68 contains 326 members 
Mstep: Class 69 contains 164 members 
Mstep: Class 70 contains 306 members 
Mstep: Class 71 contains 853 members 
Mstep: Class 72 contains 435 members 
Mstep: Class 73 contains 379 members 
Mstep: Class 74 contains 225 members 
Mstep: Class 75 contains 500 members 
Mstep: Class 76 contains 227 members 
Mstep: Class 77 contains 397 members 
Mstep: Class 78 contains 492 members 
Mstep: Class 79 contains 1045 members 
Mstep: Class 80 contains 1251 members 
Mstep: Class 81 contains 1512 members 
Mstep: Class 82 contains 246 members 
Entering Unmasked Estep 
Score: -147554720.000000 Penalty: 284459.781250
Splitting cluster 59 changes total score from -147555744.000000 to -147554720.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 60 (17851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17851 members 
Entering Unmasked Estep 
Score: -2277570.500000 Penalty: 2427.874023
	Iteration 0F: 2 clusters Score -2277570 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -2264859.250000 Penalty: 4855.748047
	Iteration 0F: 3 clusters Score -2264859 nChanged 7774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -2269035.000000 Penalty: 4855.748047
	Iteration 1F: 3 clusters Score -2269035 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -2269400.500000 Penalty: 4855.748047
	Iteration 2F: 3 clusters Score -2269400 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -2269692.750000 Penalty: 4855.748047
	Iteration 3Q: 3 clusters Score -2269693 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -2269911.750000 Penalty: 4855.748047
	Iteration 4Q: 3 clusters Score -2269912 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -2270127.000000 Penalty: 4855.748047
	Iteration 5Q: 3 clusters Score -2270127 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -2270350.000000 Penalty: 4855.748047
	Iteration 6Q: 3 clusters Score -2270350 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -2270635.750000 Penalty: 4855.748047
	Iteration 7Q: 3 clusters Score -2270636 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10368 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -2270960.500000 Penalty: 4855.748047
	Iteration 8Q: 3 clusters Score -2270960 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10841 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -2271321.250000 Penalty: 4855.748047
	Iteration 9Q: 3 clusters Score -2271321 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11379 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -2271719.250000 Penalty: 4855.748047
	Iteration 10Q: 3 clusters Score -2271719 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11946 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -2272154.500000 Penalty: 4855.748047
	Iteration 11Q: 3 clusters Score -2272154 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12552 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -2272617.000000 Penalty: 4855.748047
	Iteration 12Q: 3 clusters Score -2272617 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13161 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -2273054.500000 Penalty: 4855.748047
	Iteration 13Q: 3 clusters Score -2273054 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13775 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -2273492.750000 Penalty: 4855.748047
	Iteration 14Q: 3 clusters Score -2273493 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14331 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -2273876.750000 Penalty: 4855.748047
	Iteration 15Q: 3 clusters Score -2273877 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14790 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -2274173.750000 Penalty: 4855.748047
	Iteration 16Q: 3 clusters Score -2274174 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15197 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -2274433.500000 Penalty: 4855.748047
	Iteration 17Q: 3 clusters Score -2274434 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15561 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -2274665.250000 Penalty: 4855.748047
	Iteration 18Q: 3 clusters Score -2274665 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15869 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -2274851.500000 Penalty: 4855.748047
	Iteration 19Q: 3 clusters Score -2274852 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16110 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -2274998.000000 Penalty: 4855.748047
	Iteration 20F: 3 clusters Score -2274998 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16320 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -2275115.000000 Penalty: 4855.748047
	Iteration 21Q: 3 clusters Score -2275115 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16490 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -2275217.000000 Penalty: 4855.748047
	Iteration 22Q: 3 clusters Score -2275217 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16634 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -2275315.000000 Penalty: 4855.748047
	Iteration 23Q: 3 clusters Score -2275315 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16768 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -2275411.500000 Penalty: 4855.748047
	Iteration 24Q: 3 clusters Score -2275412 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16863 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -2275475.500000 Penalty: 4855.748047
	Iteration 25Q: 3 clusters Score -2275476 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16940 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -2275532.750000 Penalty: 4855.748047
	Iteration 26Q: 3 clusters Score -2275533 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16995 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -2275574.000000 Penalty: 4855.748047
	Iteration 27Q: 3 clusters Score -2275574 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17037 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -2275609.500000 Penalty: 4855.748047
	Iteration 28Q: 3 clusters Score -2275610 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17078 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -2275649.000000 Penalty: 4855.748047
	Iteration 29Q: 3 clusters Score -2275649 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17106 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -2275667.000000 Penalty: 4855.748047
	Iteration 30Q: 3 clusters Score -2275667 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17128 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -2275681.500000 Penalty: 4855.748047
	Iteration 31Q: 3 clusters Score -2275682 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17141 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -2275697.000000 Penalty: 4855.748047
	Iteration 32Q: 3 clusters Score -2275697 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17154 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -2275709.000000 Penalty: 4855.748047
	Iteration 33Q: 3 clusters Score -2275709 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17171 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -2275726.750000 Penalty: 4855.748047
	Iteration 34Q: 3 clusters Score -2275727 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17179 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -2275736.250000 Penalty: 4855.748047
	Iteration 35Q: 3 clusters Score -2275736 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17190 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -2275749.500000 Penalty: 4855.748047
	Iteration 36Q: 3 clusters Score -2275750 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17196 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -2275755.250000 Penalty: 4855.748047
	Iteration 37Q: 3 clusters Score -2275755 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17198 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -2275759.000000 Penalty: 4855.748047
	Iteration 38Q: 3 clusters Score -2275759 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17198 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -2275760.000000 Penalty: 4855.748047
	Iteration 39Q: 3 clusters Score -2275760 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17201 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -2275759.500000 Penalty: 4855.748047
	Iteration 40F: 3 clusters Score -2275760 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Entering Unmasked Estep 
Score: -26085.666016 Penalty: 1374.233398
	Iteration 0F: 2 clusters Score -26085.67 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 126 members 
Entering Unmasked Estep 
Score: -25001.238281 Penalty: 2748.466797
	Iteration 0F: 3 clusters Score -25001.24 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -25124.998047 Penalty: 2748.466797
	Iteration 1F: 3 clusters Score -25125 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -25160.271484 Penalty: 2748.466797
	Iteration 2Q: 3 clusters Score -25160.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -25200.107422 Penalty: 2748.466797
	Iteration 3Q: 3 clusters Score -25200.11 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -25234.250000 Penalty: 2748.466797
	Iteration 4Q: 3 clusters Score -25234.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -25245.250000 Penalty: 2748.466797
	Iteration 5Q: 3 clusters Score -25245.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -25247.335938 Penalty: 2748.466797
	Iteration 6Q: 3 clusters Score -25247.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -25247.335938 Penalty: 2748.466797
	Iteration 7F: 3 clusters Score -25247.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (1182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Entering Unmasked Estep 
Score: -150855.093750 Penalty: 1754.590820
	Iteration 0F: 2 clusters Score -150855.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -149050.453125 Penalty: 3509.181641
	Iteration 0F: 3 clusters Score -149050.5 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -149932.765625 Penalty: 3509.181641
	Iteration 1F: 3 clusters Score -149932.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -150322.921875 Penalty: 3509.181641
	Iteration 2F: 3 clusters Score -150322.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -150559.937500 Penalty: 3509.181641
	Iteration 3F: 3 clusters Score -150559.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -150625.546875 Penalty: 3509.181641
	Iteration 4Q: 3 clusters Score -150625.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -150659.781250 Penalty: 3509.181641
	Iteration 5Q: 3 clusters Score -150659.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -150686.296875 Penalty: 3509.181641
	Iteration 6Q: 3 clusters Score -150686.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -150705.203125 Penalty: 3509.181641
	Iteration 7Q: 3 clusters Score -150705.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -150717.109375 Penalty: 3509.181641
	Iteration 8Q: 3 clusters Score -150717.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -150723.687500 Penalty: 3509.181641
	Iteration 9Q: 3 clusters Score -150723.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -150726.343750 Penalty: 3509.181641
	Iteration 10Q: 3 clusters Score -150726.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -150726.875000 Penalty: 3509.181641
	Iteration 11Q: 3 clusters Score -150726.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -150726.875000 Penalty: 3509.181641
	Iteration 12F: 3 clusters Score -150726.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Entering Unmasked Estep 
Score: -64529.480469 Penalty: 1508.390381
	Iteration 0F: 2 clusters Score -64529.48 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 225 members 
Entering Unmasked Estep 
Score: -63142.601562 Penalty: 3016.780762
	Iteration 0F: 3 clusters Score -63142.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -63484.875000 Penalty: 3016.780762
	Iteration 1F: 3 clusters Score -63484.88 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -63718.386719 Penalty: 3016.780762
	Iteration 2F: 3 clusters Score -63718.39 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -63941.070312 Penalty: 3016.780762
	Iteration 3F: 3 clusters Score -63941.07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -64168.320312 Penalty: 3016.780762
	Iteration 4Q: 3 clusters Score -64168.32 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -64368.539062 Penalty: 3016.780762
	Iteration 5Q: 3 clusters Score -64368.54 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -64475.320312 Penalty: 3016.780762
	Iteration 6Q: 3 clusters Score -64475.32 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -64599.933594 Penalty: 3016.780762
	Iteration 7Q: 3 clusters Score -64599.93 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -64668.960938 Penalty: 3016.780762
	Iteration 8Q: 3 clusters Score -64668.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -64689.609375 Penalty: 3016.780762
	Iteration 9Q: 3 clusters Score -64689.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -64689.609375 Penalty: 3016.780762
	Iteration 10F: 3 clusters Score -64689.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 52553 members 
Mstep: Class 3 contains 5280 members 
Mstep: Class 4 contains 27249 members 
Mstep: Class 5 contains 8286 members 
Mstep: Class 6 contains 4490 members 
Mstep: Class 7 contains 26582 members 
Mstep: Class 8 contains 749 members 
Mstep: Class 9 contains 10973 members 
Mstep: Class 10 contains 3040 members 
Mstep: Class 11 contains 37309 members 
Mstep: Class 12 contains 23336 members 
Mstep: Class 13 contains 215708 members 
Mstep: Class 14 contains 40995 members 
Mstep: Class 15 contains 657 members 
Mstep: Class 16 contains 29095 members 
Mstep: Class 17 contains 9366 members 
Mstep: Class 18 contains 14308 members 
Mstep: Class 19 contains 61584 members 
Mstep: Class 20 contains 10998 members 
Mstep: Class 21 contains 16567 members 
Mstep: Class 22 contains 2993 members 
Mstep: Class 23 contains 2570 members 
Mstep: Class 24 contains 18665 members 
Mstep: Class 25 contains 2068 members 
Mstep: Class 26 contains 22288 members 
Mstep: Class 27 contains 6174 members 
Mstep: Class 28 contains 4115 members 
Mstep: Class 29 contains 37122 members 
Mstep: Class 30 contains 4527 members 
Mstep: Class 31 contains 481 members 
Mstep: Class 32 contains 381 members 
Mstep: Class 33 contains 38551 members 
Mstep: Class 34 contains 605 members 
Mstep: Class 35 contains 8732 members 
Mstep: Class 36 contains 2453 members 
Mstep: Class 37 contains 164248 members 
Mstep: Class 38 contains 8339 members 
Mstep: Class 39 contains 4265 members 
Mstep: Class 40 contains 5324 members 
Mstep: Class 41 contains 2913 members 
Mstep: Class 42 contains 3709 members 
Mstep: Class 43 contains 550 members 
Mstep: Class 44 contains 3468 members 
Mstep: Class 45 contains 1907 members 
Mstep: Class 46 contains 399 members 
Mstep: Class 47 contains 5100 members 
Mstep: Class 48 contains 1819 members 
Mstep: Class 49 contains 4225 members 
Mstep: Class 50 contains 6309 members 
Mstep: Class 51 contains 175504 members 
Mstep: Class 52 contains 342 members 
Mstep: Class 53 contains 204 members 
Mstep: Class 54 contains 355 members 
Mstep: Class 55 contains 4301 members 
Mstep: Class 56 contains 2518 members 
Mstep: Class 57 contains 179 members 
Mstep: Class 58 contains 10459 members 
Mstep: Class 59 contains 648 members 
Mstep: Class 60 contains 17851 members 
Mstep: Class 61 contains 255 members 
Mstep: Class 62 contains 1182 members 
Mstep: Class 63 contains 275 members 
Mstep: Class 64 contains 344 members 
Mstep: Class 65 contains 613 members 
Mstep: Class 66 contains 876 members 
Mstep: Class 67 contains 188 members 
Mstep: Class 68 contains 326 members 
Mstep: Class 69 contains 164 members 
Mstep: Class 70 contains 306 members 
Mstep: Class 71 contains 853 members 
Mstep: Class 72 contains 435 members 
Mstep: Class 73 contains 379 members 
Mstep: Class 74 contains 225 members 
Mstep: Class 75 contains 500 members 
Mstep: Class 76 contains 227 members 
Mstep: Class 77 contains 397 members 
Mstep: Class 78 contains 492 members 
Mstep: Class 79 contains 1045 members 
Mstep: Class 80 contains 1251 members 
Mstep: Class 81 contains 1512 members 
Mstep: Class 82 contains 163 members 
Entering Unmasked Estep 
Score: -147554096.000000 Penalty: 284459.781250
Splitting cluster 63 changes total score from -147555744.000000 to -147554096.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 64 (344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Entering Unmasked Estep 
Score: -49866.589844 Penalty: 1448.479126
	Iteration 0F: 2 clusters Score -49866.59 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 175 members 
Entering Unmasked Estep 
Score: -48612.214844 Penalty: 2896.958252
	Iteration 0F: 3 clusters Score -48612.21 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -48896.597656 Penalty: 2896.958252
	Iteration 1F: 3 clusters Score -48896.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -49020.644531 Penalty: 2896.958252
	Iteration 2F: 3 clusters Score -49020.64 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -49079.542969 Penalty: 2896.958252
	Iteration 3Q: 3 clusters Score -49079.54 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -49131.218750 Penalty: 2896.958252
	Iteration 4Q: 3 clusters Score -49131.22 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -49207.644531 Penalty: 2896.958252
	Iteration 5Q: 3 clusters Score -49207.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -49226.796875 Penalty: 2896.958252
	Iteration 6Q: 3 clusters Score -49226.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -49237.765625 Penalty: 2896.958252
	Iteration 7Q: 3 clusters Score -49237.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -49251.984375 Penalty: 2896.958252
	Iteration 8Q: 3 clusters Score -49251.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -49265.960938 Penalty: 2896.958252
	Iteration 9Q: 3 clusters Score -49265.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -49271.613281 Penalty: 2896.958252
	Iteration 10Q: 3 clusters Score -49271.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -49282.464844 Penalty: 2896.958252
	Iteration 11Q: 3 clusters Score -49282.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -49287.351562 Penalty: 2896.958252
	Iteration 12Q: 3 clusters Score -49287.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -49292.359375 Penalty: 2896.958252
	Iteration 13Q: 3 clusters Score -49292.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -49302.222656 Penalty: 2896.958252
	Iteration 14Q: 3 clusters Score -49302.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -49317.339844 Penalty: 2896.958252
	Iteration 15Q: 3 clusters Score -49317.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -49330.679688 Penalty: 2896.958252
	Iteration 16Q: 3 clusters Score -49330.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -49364.179688 Penalty: 2896.958252
	Iteration 17Q: 3 clusters Score -49364.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -49380.066406 Penalty: 2896.958252
	Iteration 18Q: 3 clusters Score -49380.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -49389.757812 Penalty: 2896.958252
	Iteration 19Q: 3 clusters Score -49389.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -49390.835938 Penalty: 2896.958252
	Iteration 20F: 3 clusters Score -49390.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -49401.703125 Penalty: 2896.958252
	Iteration 21Q: 3 clusters Score -49401.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -49426.066406 Penalty: 2896.958252
	Iteration 22Q: 3 clusters Score -49426.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -49433.667969 Penalty: 2896.958252
	Iteration 23Q: 3 clusters Score -49433.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -49433.667969 Penalty: 2896.958252
	Iteration 24F: 3 clusters Score -49433.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (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: -92023.015625 Penalty: 1591.754517
	Iteration 0F: 2 clusters Score -92023.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -90410.539062 Penalty: 3183.509033
	Iteration 0F: 3 clusters Score -90410.54 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -90981.453125 Penalty: 3183.509033
	Iteration 1F: 3 clusters Score -90981.45 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -91554.296875 Penalty: 3183.509033
	Iteration 2F: 3 clusters Score -91554.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -91840.914062 Penalty: 3183.509033
	Iteration 3F: 3 clusters Score -91840.91 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -92057.250000 Penalty: 3183.509033
	Iteration 4Q: 3 clusters Score -92057.25 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -92176.125000 Penalty: 3183.509033
	Iteration 5Q: 3 clusters Score -92176.12 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -92263.179688 Penalty: 3183.509033
	Iteration 6Q: 3 clusters Score -92263.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -92318.179688 Penalty: 3183.509033
	Iteration 7Q: 3 clusters Score -92318.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -92326.265625 Penalty: 3183.509033
	Iteration 8Q: 3 clusters Score -92326.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -92342.687500 Penalty: 3183.509033
	Iteration 9Q: 3 clusters Score -92342.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -92354.914062 Penalty: 3183.509033
	Iteration 10Q: 3 clusters Score -92354.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -92364.921875 Penalty: 3183.509033
	Iteration 11Q: 3 clusters Score -92364.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -92375.898438 Penalty: 3183.509033
	Iteration 12Q: 3 clusters Score -92375.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -92393.132812 Penalty: 3183.509033
	Iteration 13Q: 3 clusters Score -92393.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -92398.570312 Penalty: 3183.509033
	Iteration 14Q: 3 clusters Score -92398.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -92407.671875 Penalty: 3183.509033
	Iteration 15Q: 3 clusters Score -92407.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -92449.992188 Penalty: 3183.509033
	Iteration 16Q: 3 clusters Score -92449.99 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -92557.367188 Penalty: 3183.509033
	Iteration 17Q: 3 clusters Score -92557.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -92620.250000 Penalty: 3183.509033
	Iteration 18Q: 3 clusters Score -92620.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -92643.398438 Penalty: 3183.509033
	Iteration 19Q: 3 clusters Score -92643.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -92646.156250 Penalty: 3183.509033
	Iteration 20F: 3 clusters Score -92646.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 52553 members 
Mstep: Class 3 contains 5280 members 
Mstep: Class 4 contains 27249 members 
Mstep: Class 5 contains 8286 members 
Mstep: Class 6 contains 4490 members 
Mstep: Class 7 contains 26582 members 
Mstep: Class 8 contains 749 members 
Mstep: Class 9 contains 10973 members 
Mstep: Class 10 contains 3040 members 
Mstep: Class 11 contains 37309 members 
Mstep: Class 12 contains 23336 members 
Mstep: Class 13 contains 215708 members 
Mstep: Class 14 contains 40995 members 
Mstep: Class 15 contains 657 members 
Mstep: Class 16 contains 29095 members 
Mstep: Class 17 contains 9366 members 
Mstep: Class 18 contains 14308 members 
Mstep: Class 19 contains 61584 members 
Mstep: Class 20 contains 10998 members 
Mstep: Class 21 contains 16567 members 
Mstep: Class 22 contains 2993 members 
Mstep: Class 23 contains 2570 members 
Mstep: Class 24 contains 18665 members 
Mstep: Class 25 contains 2068 members 
Mstep: Class 26 contains 22288 members 
Mstep: Class 27 contains 6174 members 
Mstep: Class 28 contains 4115 members 
Mstep: Class 29 contains 37122 members 
Mstep: Class 30 contains 4527 members 
Mstep: Class 31 contains 481 members 
Mstep: Class 32 contains 381 members 
Mstep: Class 33 contains 38551 members 
Mstep: Class 34 contains 605 members 
Mstep: Class 35 contains 8732 members 
Mstep: Class 36 contains 2453 members 
Mstep: Class 37 contains 164248 members 
Mstep: Class 38 contains 8339 members 
Mstep: Class 39 contains 4265 members 
Mstep: Class 40 contains 5324 members 
Mstep: Class 41 contains 2913 members 
Mstep: Class 42 contains 3709 members 
Mstep: Class 43 contains 550 members 
Mstep: Class 44 contains 3468 members 
Mstep: Class 45 contains 1907 members 
Mstep: Class 46 contains 399 members 
Mstep: Class 47 contains 5100 members 
Mstep: Class 48 contains 1819 members 
Mstep: Class 49 contains 4225 members 
Mstep: Class 50 contains 6309 members 
Mstep: Class 51 contains 175504 members 
Mstep: Class 52 contains 342 members 
Mstep: Class 53 contains 204 members 
Mstep: Class 54 contains 355 members 
Mstep: Class 55 contains 4301 members 
Mstep: Class 56 contains 2518 members 
Mstep: Class 57 contains 179 members 
Mstep: Class 58 contains 10459 members 
Mstep: Class 59 contains 648 members 
Mstep: Class 60 contains 17851 members 
Mstep: Class 61 contains 255 members 
Mstep: Class 62 contains 1182 members 
Mstep: Class 63 contains 438 members 
Mstep: Class 64 contains 344 members 
Mstep: Class 65 contains 296 members 
Mstep: Class 66 contains 876 members 
Mstep: Class 67 contains 188 members 
Mstep: Class 68 contains 326 members 
Mstep: Class 69 contains 164 members 
Mstep: Class 70 contains 306 members 
Mstep: Class 71 contains 853 members 
Mstep: Class 72 contains 435 members 
Mstep: Class 73 contains 379 members 
Mstep: Class 74 contains 225 members 
Mstep: Class 75 contains 500 members 
Mstep: Class 76 contains 227 members 
Mstep: Class 77 contains 397 members 
Mstep: Class 78 contains 492 members 
Mstep: Class 79 contains 1045 members 
Mstep: Class 80 contains 1251 members 
Mstep: Class 81 contains 1512 members 
Mstep: Class 82 contains 317 members 
Entering Unmasked Estep 
Score: -147554480.000000 Penalty: 284459.781250
Splitting cluster 65 changes total score from -147555744.000000 to -147554480.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 66 (876 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Entering Unmasked Estep 
Score: -135138.953125 Penalty: 1680.290894
	Iteration 0F: 2 clusters Score -135139 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 458 members 
Entering Unmasked Estep 
Score: -133356.671875 Penalty: 3360.581787
	Iteration 0F: 3 clusters Score -133356.7 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -133872.281250 Penalty: 3360.581787
	Iteration 1F: 3 clusters Score -133872.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -134111.093750 Penalty: 3360.581787
	Iteration 2F: 3 clusters Score -134111.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -134227.046875 Penalty: 3360.581787
	Iteration 3F: 3 clusters Score -134227 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -134317.734375 Penalty: 3360.581787
	Iteration 4Q: 3 clusters Score -134317.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -134432.578125 Penalty: 3360.581787
	Iteration 5Q: 3 clusters Score -134432.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -134533.078125 Penalty: 3360.581787
	Iteration 6Q: 3 clusters Score -134533.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -134606.781250 Penalty: 3360.581787
	Iteration 7Q: 3 clusters Score -134606.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -134682.859375 Penalty: 3360.581787
	Iteration 8Q: 3 clusters Score -134682.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -134813.453125 Penalty: 3360.581787
	Iteration 9Q: 3 clusters Score -134813.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -134909.156250 Penalty: 3360.581787
	Iteration 10Q: 3 clusters Score -134909.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -134948.796875 Penalty: 3360.581787
	Iteration 11Q: 3 clusters Score -134948.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -134963.281250 Penalty: 3360.581787
	Iteration 12Q: 3 clusters Score -134963.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -134967.656250 Penalty: 3360.581787
	Iteration 13Q: 3 clusters Score -134967.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -134972.796875 Penalty: 3360.581787
	Iteration 14Q: 3 clusters Score -134972.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -134974.562500 Penalty: 3360.581787
	Iteration 15Q: 3 clusters Score -134974.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -134977.437500 Penalty: 3360.581787
	Iteration 16Q: 3 clusters Score -134977.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -134979.609375 Penalty: 3360.581787
	Iteration 17Q: 3 clusters Score -134979.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -134979.609375 Penalty: 3360.581787
	Iteration 18F: 3 clusters Score -134979.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Entering Unmasked Estep 
Score: -23657.863281 Penalty: 1298.637695
	Iteration 0F: 2 clusters Score -23657.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -22733.117188 Penalty: 2597.275391
	Iteration 0F: 3 clusters Score -22733.12 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -22919.537109 Penalty: 2597.275391
	Iteration 1F: 3 clusters Score -22919.54 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -23014.449219 Penalty: 2597.275391
	Iteration 2F: 3 clusters Score -23014.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -23094.087891 Penalty: 2597.275391
	Iteration 3Q: 3 clusters Score -23094.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -23219.087891 Penalty: 2597.275391
	Iteration 4Q: 3 clusters Score -23219.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -23220.828125 Penalty: 2597.275391
	Iteration 5Q: 3 clusters Score -23220.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -23220.828125 Penalty: 2597.275391
	Iteration 6F: 3 clusters Score -23220.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Entering Unmasked Estep 
Score: -47694.113281 Penalty: 1435.150513
	Iteration 0F: 2 clusters Score -47694.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -46363.367188 Penalty: 2870.301025
	Iteration 0F: 3 clusters Score -46363.37 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -46642.765625 Penalty: 2870.301025
	Iteration 1F: 3 clusters Score -46642.77 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -46818.664062 Penalty: 2870.301025
	Iteration 2F: 3 clusters Score -46818.66 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -46934.574219 Penalty: 2870.301025
	Iteration 3Q: 3 clusters Score -46934.57 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -47009.851562 Penalty: 2870.301025
	Iteration 4F: 3 clusters Score -47009.85 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -47130.675781 Penalty: 2870.301025
	Iteration 5Q: 3 clusters Score -47130.68 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -47209.062500 Penalty: 2870.301025
	Iteration 6Q: 3 clusters Score -47209.06 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -47314.050781 Penalty: 2870.301025
	Iteration 7Q: 3 clusters Score -47314.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -47338.156250 Penalty: 2870.301025
	Iteration 8Q: 3 clusters Score -47338.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -47402.097656 Penalty: 2870.301025
	Iteration 9Q: 3 clusters Score -47402.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -47402.097656 Penalty: 2870.301025
	Iteration 10F: 3 clusters Score -47402.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Entering Unmasked Estep 
Score: -21437.007812 Penalty: 1264.766846
	Iteration 0F: 2 clusters Score -21437.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -20473.867188 Penalty: 2529.533691
	Iteration 0F: 3 clusters Score -20473.87 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -20553.203125 Penalty: 2529.533691
	Iteration 1F: 3 clusters Score -20553.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -20579.093750 Penalty: 2529.533691
	Iteration 2Q: 3 clusters Score -20579.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -20579.093750 Penalty: 2529.533691
	Iteration 3F: 3 clusters Score -20579.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Entering Unmasked Estep 
Score: -46319.410156 Penalty: 1419.449097
	Iteration 0F: 2 clusters Score -46319.41 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 141 members 
Entering Unmasked Estep 
Score: -45019.781250 Penalty: 2838.898193
	Iteration 0F: 3 clusters Score -45019.78 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -45161.492188 Penalty: 2838.898193
	Iteration 1F: 3 clusters Score -45161.49 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -45230.519531 Penalty: 2838.898193
	Iteration 2Q: 3 clusters Score -45230.52 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -45291.550781 Penalty: 2838.898193
	Iteration 3Q: 3 clusters Score -45291.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -45328.898438 Penalty: 2838.898193
	Iteration 4Q: 3 clusters Score -45328.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -45378.531250 Penalty: 2838.898193
	Iteration 5Q: 3 clusters Score -45378.53 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -45410.148438 Penalty: 2838.898193
	Iteration 6Q: 3 clusters Score -45410.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -45410.148438 Penalty: 2838.898193
	Iteration 7F: 3 clusters Score -45410.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Entering Unmasked Estep 
Score: -121103.304688 Penalty: 1673.692383
	Iteration 0F: 2 clusters Score -121103.3 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 421 members 
Entering Unmasked Estep 
Score: -119417.312500 Penalty: 3347.384766
	Iteration 0F: 3 clusters Score -119417.3 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -120230.789062 Penalty: 3347.384766
	Iteration 1F: 3 clusters Score -120230.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -120753.953125 Penalty: 3347.384766
	Iteration 2F: 3 clusters Score -120754 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -121056.812500 Penalty: 3347.384766
	Iteration 3F: 3 clusters Score -121056.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -121224.531250 Penalty: 3347.384766
	Iteration 4Q: 3 clusters Score -121224.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -121259.218750 Penalty: 3347.384766
	Iteration 5Q: 3 clusters Score -121259.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -121274.523438 Penalty: 3347.384766
	Iteration 6Q: 3 clusters Score -121274.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -121292.484375 Penalty: 3347.384766
	Iteration 7Q: 3 clusters Score -121292.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -121295.078125 Penalty: 3347.384766
	Iteration 8Q: 3 clusters Score -121295.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -121298.507812 Penalty: 3347.384766
	Iteration 9Q: 3 clusters Score -121298.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -121304.515625 Penalty: 3347.384766
	Iteration 10Q: 3 clusters Score -121304.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -121314.140625 Penalty: 3347.384766
	Iteration 11Q: 3 clusters Score -121314.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -121326.742188 Penalty: 3347.384766
	Iteration 12Q: 3 clusters Score -121326.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -121404.750000 Penalty: 3347.384766
	Iteration 13Q: 3 clusters Score -121404.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -121445.046875 Penalty: 3347.384766
	Iteration 14Q: 3 clusters Score -121445 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -121452.812500 Penalty: 3347.384766
	Iteration 15Q: 3 clusters Score -121452.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -121468.273438 Penalty: 3347.384766
	Iteration 16Q: 3 clusters Score -121468.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -121513.531250 Penalty: 3347.384766
	Iteration 17Q: 3 clusters Score -121513.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -121568.765625 Penalty: 3347.384766
	Iteration 18Q: 3 clusters Score -121568.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -121580.093750 Penalty: 3347.384766
	Iteration 19Q: 3 clusters Score -121580.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -121581.351562 Penalty: 3347.384766
	Iteration 20F: 3 clusters Score -121581.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 52553 members 
Mstep: Class 3 contains 5280 members 
Mstep: Class 4 contains 27249 members 
Mstep: Class 5 contains 8286 members 
Mstep: Class 6 contains 4490 members 
Mstep: Class 7 contains 26582 members 
Mstep: Class 8 contains 749 members 
Mstep: Class 9 contains 10973 members 
Mstep: Class 10 contains 3040 members 
Mstep: Class 11 contains 37309 members 
Mstep: Class 12 contains 23336 members 
Mstep: Class 13 contains 215708 members 
Mstep: Class 14 contains 40995 members 
Mstep: Class 15 contains 657 members 
Mstep: Class 16 contains 29095 members 
Mstep: Class 17 contains 9366 members 
Mstep: Class 18 contains 14308 members 
Mstep: Class 19 contains 61584 members 
Mstep: Class 20 contains 10998 members 
Mstep: Class 21 contains 16567 members 
Mstep: Class 22 contains 2993 members 
Mstep: Class 23 contains 2570 members 
Mstep: Class 24 contains 18665 members 
Mstep: Class 25 contains 2068 members 
Mstep: Class 26 contains 22288 members 
Mstep: Class 27 contains 6174 members 
Mstep: Class 28 contains 4115 members 
Mstep: Class 29 contains 37122 members 
Mstep: Class 30 contains 4527 members 
Mstep: Class 31 contains 481 members 
Mstep: Class 32 contains 381 members 
Mstep: Class 33 contains 38551 members 
Mstep: Class 34 contains 605 members 
Mstep: Class 35 contains 8732 members 
Mstep: Class 36 contains 2453 members 
Mstep: Class 37 contains 164248 members 
Mstep: Class 38 contains 8339 members 
Mstep: Class 39 contains 4265 members 
Mstep: Class 40 contains 5324 members 
Mstep: Class 41 contains 2913 members 
Mstep: Class 42 contains 3709 members 
Mstep: Class 43 contains 550 members 
Mstep: Class 44 contains 3468 members 
Mstep: Class 45 contains 1907 members 
Mstep: Class 46 contains 399 members 
Mstep: Class 47 contains 5100 members 
Mstep: Class 48 contains 1819 members 
Mstep: Class 49 contains 4225 members 
Mstep: Class 50 contains 6309 members 
Mstep: Class 51 contains 175504 members 
Mstep: Class 52 contains 342 members 
Mstep: Class 53 contains 204 members 
Mstep: Class 54 contains 355 members 
Mstep: Class 55 contains 4301 members 
Mstep: Class 56 contains 2518 members 
Mstep: Class 57 contains 179 members 
Mstep: Class 58 contains 10459 members 
Mstep: Class 59 contains 648 members 
Mstep: Class 60 contains 17851 members 
Mstep: Class 61 contains 255 members 
Mstep: Class 62 contains 1182 members 
Mstep: Class 63 contains 438 members 
Mstep: Class 64 contains 344 members 
Mstep: Class 65 contains 613 members 
Mstep: Class 66 contains 876 members 
Mstep: Class 67 contains 188 members 
Mstep: Class 68 contains 326 members 
Mstep: Class 69 contains 164 members 
Mstep: Class 70 contains 306 members 
Mstep: Class 71 contains 396 members 
Mstep: Class 72 contains 435 members 
Mstep: Class 73 contains 379 members 
Mstep: Class 74 contains 225 members 
Mstep: Class 75 contains 500 members 
Mstep: Class 76 contains 227 members 
Mstep: Class 77 contains 397 members 
Mstep: Class 78 contains 492 members 
Mstep: Class 79 contains 1045 members 
Mstep: Class 80 contains 1251 members 
Mstep: Class 81 contains 1512 members 
Mstep: Class 82 contains 457 members 
Entering Unmasked Estep 
Score: -147554352.000000 Penalty: 284459.781250
Splitting cluster 71 changes total score from -147555744.000000 to -147554352.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 72 (435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Entering Unmasked Estep 
Score: -58829.148438 Penalty: 1506.685791
	Iteration 0F: 2 clusters Score -58829.15 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 216 members 
Entering Unmasked Estep 
Score: -57432.328125 Penalty: 3013.371582
	Iteration 0F: 3 clusters Score -57432.33 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -58183.109375 Penalty: 3013.371582
	Iteration 1F: 3 clusters Score -58183.11 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -59028.171875 Penalty: 3013.371582
	Iteration 2F: 3 clusters Score -59028.17 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -59497.562500 Penalty: 3013.371582
	Iteration 3F: 3 clusters Score -59497.56 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -59614.496094 Penalty: 3013.371582
	Iteration 4Q: 3 clusters Score -59614.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -59692.867188 Penalty: 3013.371582
	Iteration 5Q: 3 clusters Score -59692.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -59754.539062 Penalty: 3013.371582
	Iteration 6Q: 3 clusters Score -59754.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -59762.625000 Penalty: 3013.371582
	Iteration 7Q: 3 clusters Score -59762.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -59762.625000 Penalty: 3013.371582
	Iteration 8F: 3 clusters Score -59762.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 52553 members 
Mstep: Class 3 contains 5280 members 
Mstep: Class 4 contains 27249 members 
Mstep: Class 5 contains 8286 members 
Mstep: Class 6 contains 4490 members 
Mstep: Class 7 contains 26582 members 
Mstep: Class 8 contains 749 members 
Mstep: Class 9 contains 10973 members 
Mstep: Class 10 contains 3040 members 
Mstep: Class 11 contains 37309 members 
Mstep: Class 12 contains 23336 members 
Mstep: Class 13 contains 215708 members 
Mstep: Class 14 contains 40995 members 
Mstep: Class 15 contains 657 members 
Mstep: Class 16 contains 29095 members 
Mstep: Class 17 contains 9366 members 
Mstep: Class 18 contains 14308 members 
Mstep: Class 19 contains 61584 members 
Mstep: Class 20 contains 10998 members 
Mstep: Class 21 contains 16567 members 
Mstep: Class 22 contains 2993 members 
Mstep: Class 23 contains 2570 members 
Mstep: Class 24 contains 18665 members 
Mstep: Class 25 contains 2068 members 
Mstep: Class 26 contains 22288 members 
Mstep: Class 27 contains 6174 members 
Mstep: Class 28 contains 4115 members 
Mstep: Class 29 contains 37122 members 
Mstep: Class 30 contains 4527 members 
Mstep: Class 31 contains 481 members 
Mstep: Class 32 contains 381 members 
Mstep: Class 33 contains 38551 members 
Mstep: Class 34 contains 605 members 
Mstep: Class 35 contains 8732 members 
Mstep: Class 36 contains 2453 members 
Mstep: Class 37 contains 164248 members 
Mstep: Class 38 contains 8339 members 
Mstep: Class 39 contains 4265 members 
Mstep: Class 40 contains 5324 members 
Mstep: Class 41 contains 2913 members 
Mstep: Class 42 contains 3709 members 
Mstep: Class 43 contains 550 members 
Mstep: Class 44 contains 3468 members 
Mstep: Class 45 contains 1907 members 
Mstep: Class 46 contains 399 members 
Mstep: Class 47 contains 5100 members 
Mstep: Class 48 contains 1819 members 
Mstep: Class 49 contains 4225 members 
Mstep: Class 50 contains 6309 members 
Mstep: Class 51 contains 175504 members 
Mstep: Class 52 contains 342 members 
Mstep: Class 53 contains 204 members 
Mstep: Class 54 contains 355 members 
Mstep: Class 55 contains 4301 members 
Mstep: Class 56 contains 2518 members 
Mstep: Class 57 contains 179 members 
Mstep: Class 58 contains 10459 members 
Mstep: Class 59 contains 648 members 
Mstep: Class 60 contains 17851 members 
Mstep: Class 61 contains 255 members 
Mstep: Class 62 contains 1182 members 
Mstep: Class 63 contains 438 members 
Mstep: Class 64 contains 344 members 
Mstep: Class 65 contains 613 members 
Mstep: Class 66 contains 876 members 
Mstep: Class 67 contains 188 members 
Mstep: Class 68 contains 326 members 
Mstep: Class 69 contains 164 members 
Mstep: Class 70 contains 306 members 
Mstep: Class 71 contains 853 members 
Mstep: Class 72 contains 182 members 
Mstep: Class 73 contains 379 members 
Mstep: Class 74 contains 225 members 
Mstep: Class 75 contains 500 members 
Mstep: Class 76 contains 227 members 
Mstep: Class 77 contains 397 members 
Mstep: Class 78 contains 492 members 
Mstep: Class 79 contains 1045 members 
Mstep: Class 80 contains 1251 members 
Mstep: Class 81 contains 1512 members 
Mstep: Class 82 contains 253 members 
Entering Unmasked Estep 
Score: -147554672.000000 Penalty: 284459.781250
Splitting cluster 72 changes total score from -147555744.000000 to -147554672.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 73 (379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Entering Unmasked Estep 
Score: -55155.628906 Penalty: 1472.509033
	Iteration 0F: 2 clusters Score -55155.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -53799.734375 Penalty: 2945.018066
	Iteration 0F: 3 clusters Score -53799.73 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -54072.261719 Penalty: 2945.018066
	Iteration 1F: 3 clusters Score -54072.26 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -54256.078125 Penalty: 2945.018066
	Iteration 2F: 3 clusters Score -54256.08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -54418.699219 Penalty: 2945.018066
	Iteration 3F: 3 clusters Score -54418.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -54579.527344 Penalty: 2945.018066
	Iteration 4Q: 3 clusters Score -54579.53 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -54727.363281 Penalty: 2945.018066
	Iteration 5Q: 3 clusters Score -54727.36 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -54962.324219 Penalty: 2945.018066
	Iteration 6Q: 3 clusters Score -54962.32 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -55100.554688 Penalty: 2945.018066
	Iteration 7Q: 3 clusters Score -55100.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -55165.984375 Penalty: 2945.018066
	Iteration 8Q: 3 clusters Score -55165.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -55289.460938 Penalty: 2945.018066
	Iteration 9Q: 3 clusters Score -55289.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -55432.925781 Penalty: 2945.018066
	Iteration 10Q: 3 clusters Score -55432.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -55557.566406 Penalty: 2945.018066
	Iteration 11Q: 3 clusters Score -55557.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -55581.437500 Penalty: 2945.018066
	Iteration 12Q: 3 clusters Score -55581.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -55593.378906 Penalty: 2945.018066
	Iteration 13Q: 3 clusters Score -55593.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -55599.914062 Penalty: 2945.018066
	Iteration 14Q: 3 clusters Score -55599.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -55611.867188 Penalty: 2945.018066
	Iteration 15Q: 3 clusters Score -55611.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -55622.246094 Penalty: 2945.018066
	Iteration 16Q: 3 clusters Score -55622.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -55622.246094 Penalty: 2945.018066
	Iteration 17F: 3 clusters Score -55622.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 52553 members 
Mstep: Class 3 contains 5280 members 
Mstep: Class 4 contains 27249 members 
Mstep: Class 5 contains 8286 members 
Mstep: Class 6 contains 4490 members 
Mstep: Class 7 contains 26582 members 
Mstep: Class 8 contains 749 members 
Mstep: Class 9 contains 10973 members 
Mstep: Class 10 contains 3040 members 
Mstep: Class 11 contains 37309 members 
Mstep: Class 12 contains 23336 members 
Mstep: Class 13 contains 215708 members 
Mstep: Class 14 contains 40995 members 
Mstep: Class 15 contains 657 members 
Mstep: Class 16 contains 29095 members 
Mstep: Class 17 contains 9366 members 
Mstep: Class 18 contains 14308 members 
Mstep: Class 19 contains 61584 members 
Mstep: Class 20 contains 10998 members 
Mstep: Class 21 contains 16567 members 
Mstep: Class 22 contains 2993 members 
Mstep: Class 23 contains 2570 members 
Mstep: Class 24 contains 18665 members 
Mstep: Class 25 contains 2068 members 
Mstep: Class 26 contains 22288 members 
Mstep: Class 27 contains 6174 members 
Mstep: Class 28 contains 4115 members 
Mstep: Class 29 contains 37122 members 
Mstep: Class 30 contains 4527 members 
Mstep: Class 31 contains 481 members 
Mstep: Class 32 contains 381 members 
Mstep: Class 33 contains 38551 members 
Mstep: Class 34 contains 605 members 
Mstep: Class 35 contains 8732 members 
Mstep: Class 36 contains 2453 members 
Mstep: Class 37 contains 164248 members 
Mstep: Class 38 contains 8339 members 
Mstep: Class 39 contains 4265 members 
Mstep: Class 40 contains 5324 members 
Mstep: Class 41 contains 2913 members 
Mstep: Class 42 contains 3709 members 
Mstep: Class 43 contains 550 members 
Mstep: Class 44 contains 3468 members 
Mstep: Class 45 contains 1907 members 
Mstep: Class 46 contains 399 members 
Mstep: Class 47 contains 5100 members 
Mstep: Class 48 contains 1819 members 
Mstep: Class 49 contains 4225 members 
Mstep: Class 50 contains 6309 members 
Mstep: Class 51 contains 175504 members 
Mstep: Class 52 contains 342 members 
Mstep: Class 53 contains 204 members 
Mstep: Class 54 contains 355 members 
Mstep: Class 55 contains 4301 members 
Mstep: Class 56 contains 2518 members 
Mstep: Class 57 contains 179 members 
Mstep: Class 58 contains 10459 members 
Mstep: Class 59 contains 648 members 
Mstep: Class 60 contains 17851 members 
Mstep: Class 61 contains 255 members 
Mstep: Class 62 contains 1182 members 
Mstep: Class 63 contains 438 members 
Mstep: Class 64 contains 344 members 
Mstep: Class 65 contains 613 members 
Mstep: Class 66 contains 876 members 
Mstep: Class 67 contains 188 members 
Mstep: Class 68 contains 326 members 
Mstep: Class 69 contains 164 members 
Mstep: Class 70 contains 306 members 
Mstep: Class 71 contains 853 members 
Mstep: Class 72 contains 435 members 
Mstep: Class 73 contains 185 members 
Mstep: Class 74 contains 225 members 
Mstep: Class 75 contains 500 members 
Mstep: Class 76 contains 227 members 
Mstep: Class 77 contains 397 members 
Mstep: Class 78 contains 492 members 
Mstep: Class 79 contains 1045 members 
Mstep: Class 80 contains 1251 members 
Mstep: Class 81 contains 1512 members 
Mstep: Class 82 contains 194 members 
Entering Unmasked Estep 
Score: -147554304.000000 Penalty: 284459.781250
Splitting cluster 73 changes total score from -147555744.000000 to -147554304.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 74 (225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Entering Unmasked Estep 
Score: -31057.048828 Penalty: 1343.192871
	Iteration 0F: 2 clusters Score -31057.05 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 117 members 
Entering Unmasked Estep 
Score: -29920.417969 Penalty: 2686.385742
	Iteration 0F: 3 clusters Score -29920.42 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -30063.388672 Penalty: 2686.385742
	Iteration 1F: 3 clusters Score -30063.39 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -30153.554688 Penalty: 2686.385742
	Iteration 2Q: 3 clusters Score -30153.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -30186.599609 Penalty: 2686.385742
	Iteration 3Q: 3 clusters Score -30186.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -30191.371094 Penalty: 2686.385742
	Iteration 4Q: 3 clusters Score -30191.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -30199.087891 Penalty: 2686.385742
	Iteration 5Q: 3 clusters Score -30199.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -30209.474609 Penalty: 2686.385742
	Iteration 6Q: 3 clusters Score -30209.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -30217.246094 Penalty: 2686.385742
	Iteration 7Q: 3 clusters Score -30217.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -30242.345703 Penalty: 2686.385742
	Iteration 8Q: 3 clusters Score -30242.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -30298.750000 Penalty: 2686.385742
	Iteration 9Q: 3 clusters Score -30298.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -30335.173828 Penalty: 2686.385742
	Iteration 10Q: 3 clusters Score -30335.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -30354.802734 Penalty: 2686.385742
	Iteration 11Q: 3 clusters Score -30354.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -30374.304688 Penalty: 2686.385742
	Iteration 12Q: 3 clusters Score -30374.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -30392.167969 Penalty: 2686.385742
	Iteration 13Q: 3 clusters Score -30392.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -30419.248047 Penalty: 2686.385742
	Iteration 14Q: 3 clusters Score -30419.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -30448.027344 Penalty: 2686.385742
	Iteration 15Q: 3 clusters Score -30448.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -30478.359375 Penalty: 2686.385742
	Iteration 16Q: 3 clusters Score -30478.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -30569.201172 Penalty: 2686.385742
	Iteration 17Q: 3 clusters Score -30569.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -30624.328125 Penalty: 2686.385742
	Iteration 18Q: 3 clusters Score -30624.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -30626.496094 Penalty: 2686.385742
	Iteration 19F: 3 clusters Score -30626.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -30630.722656 Penalty: 2686.385742
	Iteration 20F: 3 clusters Score -30630.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -30634.257812 Penalty: 2686.385742
	Iteration 21Q: 3 clusters Score -30634.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -30645.580078 Penalty: 2686.385742
	Iteration 22Q: 3 clusters Score -30645.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -30664.910156 Penalty: 2686.385742
	Iteration 23Q: 3 clusters Score -30664.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -30664.910156 Penalty: 2686.385742
	Iteration 24F: 3 clusters Score -30664.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 75 (500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Entering Unmasked Estep 
Score: -75508.234375 Penalty: 1541.222778
	Iteration 0F: 2 clusters Score -75508.23 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 254 members 
Entering Unmasked Estep 
Score: -74069.187500 Penalty: 3082.445557
	Iteration 0F: 3 clusters Score -74069.19 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -74562.093750 Penalty: 3082.445557
	Iteration 1F: 3 clusters Score -74562.09 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -74876.265625 Penalty: 3082.445557
	Iteration 2F: 3 clusters Score -74876.27 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -75363.554688 Penalty: 3082.445557
	Iteration 3F: 3 clusters Score -75363.55 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -75602.148438 Penalty: 3082.445557
	Iteration 4Q: 3 clusters Score -75602.15 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -75802.695312 Penalty: 3082.445557
	Iteration 5Q: 3 clusters Score -75802.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -75939.593750 Penalty: 3082.445557
	Iteration 6Q: 3 clusters Score -75939.59 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -76076.625000 Penalty: 3082.445557
	Iteration 7Q: 3 clusters Score -76076.62 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -76384.601562 Penalty: 3082.445557
	Iteration 8Q: 3 clusters Score -76384.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -76394.914062 Penalty: 3082.445557
	Iteration 9Q: 3 clusters Score -76394.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -76394.914062 Penalty: 3082.445557
	Iteration 10F: 3 clusters Score -76394.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 52553 members 
Mstep: Class 3 contains 5280 members 
Mstep: Class 4 contains 27249 members 
Mstep: Class 5 contains 8286 members 
Mstep: Class 6 contains 4490 members 
Mstep: Class 7 contains 26582 members 
Mstep: Class 8 contains 749 members 
Mstep: Class 9 contains 10973 members 
Mstep: Class 10 contains 3040 members 
Mstep: Class 11 contains 37309 members 
Mstep: Class 12 contains 23336 members 
Mstep: Class 13 contains 215708 members 
Mstep: Class 14 contains 40995 members 
Mstep: Class 15 contains 657 members 
Mstep: Class 16 contains 29095 members 
Mstep: Class 17 contains 9366 members 
Mstep: Class 18 contains 14308 members 
Mstep: Class 19 contains 61584 members 
Mstep: Class 20 contains 10998 members 
Mstep: Class 21 contains 16567 members 
Mstep: Class 22 contains 2993 members 
Mstep: Class 23 contains 2570 members 
Mstep: Class 24 contains 18665 members 
Mstep: Class 25 contains 2068 members 
Mstep: Class 26 contains 22288 members 
Mstep: Class 27 contains 6174 members 
Mstep: Class 28 contains 4115 members 
Mstep: Class 29 contains 37122 members 
Mstep: Class 30 contains 4527 members 
Mstep: Class 31 contains 481 members 
Mstep: Class 32 contains 381 members 
Mstep: Class 33 contains 38551 members 
Mstep: Class 34 contains 605 members 
Mstep: Class 35 contains 8732 members 
Mstep: Class 36 contains 2453 members 
Mstep: Class 37 contains 164248 members 
Mstep: Class 38 contains 8339 members 
Mstep: Class 39 contains 4265 members 
Mstep: Class 40 contains 5324 members 
Mstep: Class 41 contains 2913 members 
Mstep: Class 42 contains 3709 members 
Mstep: Class 43 contains 550 members 
Mstep: Class 44 contains 3468 members 
Mstep: Class 45 contains 1907 members 
Mstep: Class 46 contains 399 members 
Mstep: Class 47 contains 5100 members 
Mstep: Class 48 contains 1819 members 
Mstep: Class 49 contains 4225 members 
Mstep: Class 50 contains 6309 members 
Mstep: Class 51 contains 175504 members 
Mstep: Class 52 contains 342 members 
Mstep: Class 53 contains 204 members 
Mstep: Class 54 contains 355 members 
Mstep: Class 55 contains 4301 members 
Mstep: Class 56 contains 2518 members 
Mstep: Class 57 contains 179 members 
Mstep: Class 58 contains 10459 members 
Mstep: Class 59 contains 648 members 
Mstep: Class 60 contains 17851 members 
Mstep: Class 61 contains 255 members 
Mstep: Class 62 contains 1182 members 
Mstep: Class 63 contains 438 members 
Mstep: Class 64 contains 344 members 
Mstep: Class 65 contains 613 members 
Mstep: Class 66 contains 876 members 
Mstep: Class 67 contains 188 members 
Mstep: Class 68 contains 326 members 
Mstep: Class 69 contains 164 members 
Mstep: Class 70 contains 306 members 
Mstep: Class 71 contains 853 members 
Mstep: Class 72 contains 435 members 
Mstep: Class 73 contains 379 members 
Mstep: Class 74 contains 225 members 
Mstep: Class 75 contains 250 members 
Mstep: Class 76 contains 227 members 
Mstep: Class 77 contains 397 members 
Mstep: Class 78 contains 492 members 
Mstep: Class 79 contains 1045 members 
Mstep: Class 80 contains 1251 members 
Mstep: Class 81 contains 1512 members 
Mstep: Class 82 contains 250 members 
Entering Unmasked Estep 
Score: -147554704.000000 Penalty: 284459.781250
Splitting cluster 75 changes total score from -147555744.000000 to -147554704.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 76 (227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Entering Unmasked Estep 
Score: -30118.734375 Penalty: 1345.387573
	Iteration 0F: 2 clusters Score -30118.73 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 105 members 
Entering Unmasked Estep 
Score: -29234.052734 Penalty: 2690.775146
	Iteration 0F: 3 clusters Score -29234.05 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -29671.537109 Penalty: 2690.775146
	Iteration 1F: 3 clusters Score -29671.54 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -29932.726562 Penalty: 2690.775146
	Iteration 2F: 3 clusters Score -29932.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -30011.396484 Penalty: 2690.775146
	Iteration 3Q: 3 clusters Score -30011.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -30066.974609 Penalty: 2690.775146
	Iteration 4Q: 3 clusters Score -30066.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -30189.988281 Penalty: 2690.775146
	Iteration 5Q: 3 clusters Score -30189.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -30230.457031 Penalty: 2690.775146
	Iteration 6Q: 3 clusters Score -30230.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -30279.669922 Penalty: 2690.775146
	Iteration 7Q: 3 clusters Score -30279.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -30331.876953 Penalty: 2690.775146
	Iteration 8Q: 3 clusters Score -30331.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -30354.527344 Penalty: 2690.775146
	Iteration 9Q: 3 clusters Score -30354.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -30400.630859 Penalty: 2690.775146
	Iteration 10Q: 3 clusters Score -30400.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -30448.751953 Penalty: 2690.775146
	Iteration 11Q: 3 clusters Score -30448.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -30448.751953 Penalty: 2690.775146
	Iteration 12F: 3 clusters Score -30448.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 52553 members 
Mstep: Class 3 contains 5280 members 
Mstep: Class 4 contains 27249 members 
Mstep: Class 5 contains 8286 members 
Mstep: Class 6 contains 4490 members 
Mstep: Class 7 contains 26582 members 
Mstep: Class 8 contains 749 members 
Mstep: Class 9 contains 10973 members 
Mstep: Class 10 contains 3040 members 
Mstep: Class 11 contains 37309 members 
Mstep: Class 12 contains 23336 members 
Mstep: Class 13 contains 215708 members 
Mstep: Class 14 contains 40995 members 
Mstep: Class 15 contains 657 members 
Mstep: Class 16 contains 29095 members 
Mstep: Class 17 contains 9366 members 
Mstep: Class 18 contains 14308 members 
Mstep: Class 19 contains 61584 members 
Mstep: Class 20 contains 10998 members 
Mstep: Class 21 contains 16567 members 
Mstep: Class 22 contains 2993 members 
Mstep: Class 23 contains 2570 members 
Mstep: Class 24 contains 18665 members 
Mstep: Class 25 contains 2068 members 
Mstep: Class 26 contains 22288 members 
Mstep: Class 27 contains 6174 members 
Mstep: Class 28 contains 4115 members 
Mstep: Class 29 contains 37122 members 
Mstep: Class 30 contains 4527 members 
Mstep: Class 31 contains 481 members 
Mstep: Class 32 contains 381 members 
Mstep: Class 33 contains 38551 members 
Mstep: Class 34 contains 605 members 
Mstep: Class 35 contains 8732 members 
Mstep: Class 36 contains 2453 members 
Mstep: Class 37 contains 164248 members 
Mstep: Class 38 contains 8339 members 
Mstep: Class 39 contains 4265 members 
Mstep: Class 40 contains 5324 members 
Mstep: Class 41 contains 2913 members 
Mstep: Class 42 contains 3709 members 
Mstep: Class 43 contains 550 members 
Mstep: Class 44 contains 3468 members 
Mstep: Class 45 contains 1907 members 
Mstep: Class 46 contains 399 members 
Mstep: Class 47 contains 5100 members 
Mstep: Class 48 contains 1819 members 
Mstep: Class 49 contains 4225 members 
Mstep: Class 50 contains 6309 members 
Mstep: Class 51 contains 175504 members 
Mstep: Class 52 contains 342 members 
Mstep: Class 53 contains 204 members 
Mstep: Class 54 contains 355 members 
Mstep: Class 55 contains 4301 members 
Mstep: Class 56 contains 2518 members 
Mstep: Class 57 contains 179 members 
Mstep: Class 58 contains 10459 members 
Mstep: Class 59 contains 648 members 
Mstep: Class 60 contains 17851 members 
Mstep: Class 61 contains 255 members 
Mstep: Class 62 contains 1182 members 
Mstep: Class 63 contains 438 members 
Mstep: Class 64 contains 344 members 
Mstep: Class 65 contains 613 members 
Mstep: Class 66 contains 876 members 
Mstep: Class 67 contains 188 members 
Mstep: Class 68 contains 326 members 
Mstep: Class 69 contains 164 members 
Mstep: Class 70 contains 306 members 
Mstep: Class 71 contains 853 members 
Mstep: Class 72 contains 435 members 
Mstep: Class 73 contains 379 members 
Mstep: Class 74 contains 225 members 
Mstep: Class 75 contains 500 members 
Mstep: Class 76 contains 85 members 
Mstep: Class 77 contains 397 members 
Mstep: Class 78 contains 492 members 
Mstep: Class 79 contains 1045 members 
Mstep: Class 80 contains 1251 members 
Mstep: Class 81 contains 1512 members 
Mstep: Class 82 contains 142 members 
Entering Unmasked Estep 
Score: -147553888.000000 Penalty: 284459.781250
Splitting cluster 76 changes total score from -147555744.000000 to -147553888.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 77 (397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Entering Unmasked Estep 
Score: -58243.046875 Penalty: 1484.016235
	Iteration 0F: 2 clusters Score -58243.05 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 197 members 
Entering Unmasked Estep 
Score: -56846.570312 Penalty: 2968.032471
	Iteration 0F: 3 clusters Score -56846.57 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -57118.453125 Penalty: 2968.032471
	Iteration 1F: 3 clusters Score -57118.45 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -57335.402344 Penalty: 2968.032471
	Iteration 2F: 3 clusters Score -57335.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -57462.488281 Penalty: 2968.032471
	Iteration 3F: 3 clusters Score -57462.49 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -57570.406250 Penalty: 2968.032471
	Iteration 4Q: 3 clusters Score -57570.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -57638.433594 Penalty: 2968.032471
	Iteration 5Q: 3 clusters Score -57638.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -57665.917969 Penalty: 2968.032471
	Iteration 6Q: 3 clusters Score -57665.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -57687.769531 Penalty: 2968.032471
	Iteration 7Q: 3 clusters Score -57687.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -57705.382812 Penalty: 2968.032471
	Iteration 8Q: 3 clusters Score -57705.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -57740.378906 Penalty: 2968.032471
	Iteration 9Q: 3 clusters Score -57740.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -57759.894531 Penalty: 2968.032471
	Iteration 10Q: 3 clusters Score -57759.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -57761.863281 Penalty: 2968.032471
	Iteration 11Q: 3 clusters Score -57761.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -57765.679688 Penalty: 2968.032471
	Iteration 12Q: 3 clusters Score -57765.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -57765.679688 Penalty: 2968.032471
	Iteration 13F: 3 clusters Score -57765.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 78 (492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Entering Unmasked Estep 
Score: -72443.507812 Penalty: 1537.222656
	Iteration 0F: 2 clusters Score -72443.51 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 234 members 
Entering Unmasked Estep 
Score: -70946.062500 Penalty: 3074.445312
	Iteration 0F: 3 clusters Score -70946.06 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -71285.179688 Penalty: 3074.445312
	Iteration 1F: 3 clusters Score -71285.18 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -71488.312500 Penalty: 3074.445312
	Iteration 2F: 3 clusters Score -71488.31 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -71606.578125 Penalty: 3074.445312
	Iteration 3Q: 3 clusters Score -71606.58 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -71662.375000 Penalty: 3074.445312
	Iteration 4Q: 3 clusters Score -71662.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -71682.804688 Penalty: 3074.445312
	Iteration 5Q: 3 clusters Score -71682.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -71690.062500 Penalty: 3074.445312
	Iteration 6Q: 3 clusters Score -71690.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -71700.945312 Penalty: 3074.445312
	Iteration 7Q: 3 clusters Score -71700.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -71719.179688 Penalty: 3074.445312
	Iteration 8Q: 3 clusters Score -71719.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -71719.179688 Penalty: 3074.445312
	Iteration 9F: 3 clusters Score -71719.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 79 (1045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Entering Unmasked Estep 
Score: -149806.343750 Penalty: 1724.039551
	Iteration 0F: 2 clusters Score -149806.3 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 525 members 
Entering Unmasked Estep 
Score: -148053.437500 Penalty: 3448.079102
	Iteration 0F: 3 clusters Score -148053.4 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -149279.296875 Penalty: 3448.079102
	Iteration 1F: 3 clusters Score -149279.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -149766.093750 Penalty: 3448.079102
	Iteration 2F: 3 clusters Score -149766.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -150034.984375 Penalty: 3448.079102
	Iteration 3F: 3 clusters Score -150035 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -150178.953125 Penalty: 3448.079102
	Iteration 4Q: 3 clusters Score -150179 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -150430.640625 Penalty: 3448.079102
	Iteration 5Q: 3 clusters Score -150430.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -150563.500000 Penalty: 3448.079102
	Iteration 6Q: 3 clusters Score -150563.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -150618.687500 Penalty: 3448.079102
	Iteration 7Q: 3 clusters Score -150618.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -150657.078125 Penalty: 3448.079102
	Iteration 8Q: 3 clusters Score -150657.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -150741.218750 Penalty: 3448.079102
	Iteration 9Q: 3 clusters Score -150741.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -150855.906250 Penalty: 3448.079102
	Iteration 10Q: 3 clusters Score -150855.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -150925.859375 Penalty: 3448.079102
	Iteration 11Q: 3 clusters Score -150925.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -150957.671875 Penalty: 3448.079102
	Iteration 12Q: 3 clusters Score -150957.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -150958.390625 Penalty: 3448.079102
	Iteration 13Q: 3 clusters Score -150958.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -150958.390625 Penalty: 3448.079102
	Iteration 14F: 3 clusters Score -150958.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 52553 members 
Mstep: Class 3 contains 5280 members 
Mstep: Class 4 contains 27249 members 
Mstep: Class 5 contains 8286 members 
Mstep: Class 6 contains 4490 members 
Mstep: Class 7 contains 26582 members 
Mstep: Class 8 contains 749 members 
Mstep: Class 9 contains 10973 members 
Mstep: Class 10 contains 3040 members 
Mstep: Class 11 contains 37309 members 
Mstep: Class 12 contains 23336 members 
Mstep: Class 13 contains 215708 members 
Mstep: Class 14 contains 40995 members 
Mstep: Class 15 contains 657 members 
Mstep: Class 16 contains 29095 members 
Mstep: Class 17 contains 9366 members 
Mstep: Class 18 contains 14308 members 
Mstep: Class 19 contains 61584 members 
Mstep: Class 20 contains 10998 members 
Mstep: Class 21 contains 16567 members 
Mstep: Class 22 contains 2993 members 
Mstep: Class 23 contains 2570 members 
Mstep: Class 24 contains 18665 members 
Mstep: Class 25 contains 2068 members 
Mstep: Class 26 contains 22288 members 
Mstep: Class 27 contains 6174 members 
Mstep: Class 28 contains 4115 members 
Mstep: Class 29 contains 37122 members 
Mstep: Class 30 contains 4527 members 
Mstep: Class 31 contains 481 members 
Mstep: Class 32 contains 381 members 
Mstep: Class 33 contains 38551 members 
Mstep: Class 34 contains 605 members 
Mstep: Class 35 contains 8732 members 
Mstep: Class 36 contains 2453 members 
Mstep: Class 37 contains 164248 members 
Mstep: Class 38 contains 8339 members 
Mstep: Class 39 contains 4265 members 
Mstep: Class 40 contains 5324 members 
Mstep: Class 41 contains 2913 members 
Mstep: Class 42 contains 3709 members 
Mstep: Class 43 contains 550 members 
Mstep: Class 44 contains 3468 members 
Mstep: Class 45 contains 1907 members 
Mstep: Class 46 contains 399 members 
Mstep: Class 47 contains 5100 members 
Mstep: Class 48 contains 1819 members 
Mstep: Class 49 contains 4225 members 
Mstep: Class 50 contains 6309 members 
Mstep: Class 51 contains 175504 members 
Mstep: Class 52 contains 342 members 
Mstep: Class 53 contains 204 members 
Mstep: Class 54 contains 355 members 
Mstep: Class 55 contains 4301 members 
Mstep: Class 56 contains 2518 members 
Mstep: Class 57 contains 179 members 
Mstep: Class 58 contains 10459 members 
Mstep: Class 59 contains 648 members 
Mstep: Class 60 contains 17851 members 
Mstep: Class 61 contains 255 members 
Mstep: Class 62 contains 1182 members 
Mstep: Class 63 contains 438 members 
Mstep: Class 64 contains 344 members 
Mstep: Class 65 contains 613 members 
Mstep: Class 66 contains 876 members 
Mstep: Class 67 contains 188 members 
Mstep: Class 68 contains 326 members 
Mstep: Class 69 contains 164 members 
Mstep: Class 70 contains 306 members 
Mstep: Class 71 contains 853 members 
Mstep: Class 72 contains 435 members 
Mstep: Class 73 contains 379 members 
Mstep: Class 74 contains 225 members 
Mstep: Class 75 contains 500 members 
Mstep: Class 76 contains 227 members 
Mstep: Class 77 contains 397 members 
Mstep: Class 78 contains 492 members 
Mstep: Class 79 contains 572 members 
Mstep: Class 80 contains 1251 members 
Mstep: Class 81 contains 1512 members 
Mstep: Class 82 contains 473 members 
Entering Unmasked Estep 
Score: -147555040.000000 Penalty: 284459.781250
Splitting cluster 79 changes total score from -147555744.000000 to -147555040.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 80 (1251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Entering Unmasked Estep 
Score: -178743.218750 Penalty: 1768.661255
	Iteration 0F: 2 clusters Score -178743.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -176794.468750 Penalty: 3537.322510
	Iteration 0F: 3 clusters Score -176794.5 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -177868.062500 Penalty: 3537.322510
	Iteration 1F: 3 clusters Score -177868.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -178446.343750 Penalty: 3537.322510
	Iteration 2F: 3 clusters Score -178446.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -178703.328125 Penalty: 3537.322510
	Iteration 3F: 3 clusters Score -178703.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -178817.828125 Penalty: 3537.322510
	Iteration 4Q: 3 clusters Score -178817.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -178862.328125 Penalty: 3537.322510
	Iteration 5Q: 3 clusters Score -178862.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -178891.875000 Penalty: 3537.322510
	Iteration 6Q: 3 clusters Score -178891.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -178918.453125 Penalty: 3537.322510
	Iteration 7Q: 3 clusters Score -178918.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -178940.109375 Penalty: 3537.322510
	Iteration 8Q: 3 clusters Score -178940.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -178954.343750 Penalty: 3537.322510
	Iteration 9Q: 3 clusters Score -178954.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -178965.187500 Penalty: 3537.322510
	Iteration 10Q: 3 clusters Score -178965.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -178966.453125 Penalty: 3537.322510
	Iteration 11Q: 3 clusters Score -178966.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -178966.453125 Penalty: 3537.322510
	Iteration 12F: 3 clusters Score -178966.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 52553 members 
Mstep: Class 3 contains 5280 members 
Mstep: Class 4 contains 27249 members 
Mstep: Class 5 contains 8286 members 
Mstep: Class 6 contains 4490 members 
Mstep: Class 7 contains 26582 members 
Mstep: Class 8 contains 749 members 
Mstep: Class 9 contains 10973 members 
Mstep: Class 10 contains 3040 members 
Mstep: Class 11 contains 37309 members 
Mstep: Class 12 contains 23336 members 
Mstep: Class 13 contains 215708 members 
Mstep: Class 14 contains 40995 members 
Mstep: Class 15 contains 657 members 
Mstep: Class 16 contains 29095 members 
Mstep: Class 17 contains 9366 members 
Mstep: Class 18 contains 14308 members 
Mstep: Class 19 contains 61584 members 
Mstep: Class 20 contains 10998 members 
Mstep: Class 21 contains 16567 members 
Mstep: Class 22 contains 2993 members 
Mstep: Class 23 contains 2570 members 
Mstep: Class 24 contains 18665 members 
Mstep: Class 25 contains 2068 members 
Mstep: Class 26 contains 22288 members 
Mstep: Class 27 contains 6174 members 
Mstep: Class 28 contains 4115 members 
Mstep: Class 29 contains 37122 members 
Mstep: Class 30 contains 4527 members 
Mstep: Class 31 contains 481 members 
Mstep: Class 32 contains 381 members 
Mstep: Class 33 contains 38551 members 
Mstep: Class 34 contains 605 members 
Mstep: Class 35 contains 8732 members 
Mstep: Class 36 contains 2453 members 
Mstep: Class 37 contains 164248 members 
Mstep: Class 38 contains 8339 members 
Mstep: Class 39 contains 4265 members 
Mstep: Class 40 contains 5324 members 
Mstep: Class 41 contains 2913 members 
Mstep: Class 42 contains 3709 members 
Mstep: Class 43 contains 550 members 
Mstep: Class 44 contains 3468 members 
Mstep: Class 45 contains 1907 members 
Mstep: Class 46 contains 399 members 
Mstep: Class 47 contains 5100 members 
Mstep: Class 48 contains 1819 members 
Mstep: Class 49 contains 4225 members 
Mstep: Class 50 contains 6309 members 
Mstep: Class 51 contains 175504 members 
Mstep: Class 52 contains 342 members 
Mstep: Class 53 contains 204 members 
Mstep: Class 54 contains 355 members 
Mstep: Class 55 contains 4301 members 
Mstep: Class 56 contains 2518 members 
Mstep: Class 57 contains 179 members 
Mstep: Class 58 contains 10459 members 
Mstep: Class 59 contains 648 members 
Mstep: Class 60 contains 17851 members 
Mstep: Class 61 contains 255 members 
Mstep: Class 62 contains 1182 members 
Mstep: Class 63 contains 438 members 
Mstep: Class 64 contains 344 members 
Mstep: Class 65 contains 613 members 
Mstep: Class 66 contains 876 members 
Mstep: Class 67 contains 188 members 
Mstep: Class 68 contains 326 members 
Mstep: Class 69 contains 164 members 
Mstep: Class 70 contains 306 members 
Mstep: Class 71 contains 853 members 
Mstep: Class 72 contains 435 members 
Mstep: Class 73 contains 379 members 
Mstep: Class 74 contains 225 members 
Mstep: Class 75 contains 500 members 
Mstep: Class 76 contains 227 members 
Mstep: Class 77 contains 397 members 
Mstep: Class 78 contains 492 members 
Mstep: Class 79 contains 1045 members 
Mstep: Class 80 contains 575 members 
Mstep: Class 81 contains 1512 members 
Mstep: Class 82 contains 676 members 
Entering Unmasked Estep 
Score: -147554256.000000 Penalty: 284459.781250
Splitting cluster 80 changes total score from -147555744.000000 to -147554256.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 81 (1512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Entering Unmasked Estep 
Score: -211435.750000 Penalty: 1815.654785
	Iteration 0F: 2 clusters Score -211435.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -209254.187500 Penalty: 3631.309570
	Iteration 0F: 3 clusters Score -209254.2 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -210284.671875 Penalty: 3631.309570
	Iteration 1F: 3 clusters Score -210284.7 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -210796.171875 Penalty: 3631.309570
	Iteration 2F: 3 clusters Score -210796.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -211096.296875 Penalty: 3631.309570
	Iteration 3F: 3 clusters Score -211096.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -211218.046875 Penalty: 3631.309570
	Iteration 4Q: 3 clusters Score -211218 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -211313.656250 Penalty: 3631.309570
	Iteration 5Q: 3 clusters Score -211313.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -211369.859375 Penalty: 3631.309570
	Iteration 6Q: 3 clusters Score -211369.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -211424.609375 Penalty: 3631.309570
	Iteration 7Q: 3 clusters Score -211424.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -211481.078125 Penalty: 3631.309570
	Iteration 8Q: 3 clusters Score -211481.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -211614.046875 Penalty: 3631.309570
	Iteration 9Q: 3 clusters Score -211614 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -211764.140625 Penalty: 3631.309570
	Iteration 10Q: 3 clusters Score -211764.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -211867.562500 Penalty: 3631.309570
	Iteration 11Q: 3 clusters Score -211867.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -211938.250000 Penalty: 3631.309570
	Iteration 12Q: 3 clusters Score -211938.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -212022.171875 Penalty: 3631.309570
	Iteration 13Q: 3 clusters Score -212022.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -212091.187500 Penalty: 3631.309570
	Iteration 14Q: 3 clusters Score -212091.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -212117.203125 Penalty: 3631.309570
	Iteration 15Q: 3 clusters Score -212117.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -212157.734375 Penalty: 3631.309570
	Iteration 16Q: 3 clusters Score -212157.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -212211.328125 Penalty: 3631.309570
	Iteration 17Q: 3 clusters Score -212211.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -212244.406250 Penalty: 3631.309570
	Iteration 18Q: 3 clusters Score -212244.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -212269.406250 Penalty: 3631.309570
	Iteration 19Q: 3 clusters Score -212269.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -212334.781250 Penalty: 3631.309570
	Iteration 20F: 3 clusters Score -212334.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -212474.015625 Penalty: 3631.309570
	Iteration 21Q: 3 clusters Score -212474 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -212532.296875 Penalty: 3631.309570
	Iteration 22Q: 3 clusters Score -212532.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -212562.296875 Penalty: 3631.309570
	Iteration 23Q: 3 clusters Score -212562.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -212616.812500 Penalty: 3631.309570
	Iteration 24Q: 3 clusters Score -212616.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -212685.703125 Penalty: 3631.309570
	Iteration 25Q: 3 clusters Score -212685.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -212724.375000 Penalty: 3631.309570
	Iteration 26Q: 3 clusters Score -212724.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -212744.531250 Penalty: 3631.309570
	Iteration 27Q: 3 clusters Score -212744.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -212758.562500 Penalty: 3631.309570
	Iteration 28Q: 3 clusters Score -212758.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -212770.734375 Penalty: 3631.309570
	Iteration 29Q: 3 clusters Score -212770.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -212774.062500 Penalty: 3631.309570
	Iteration 30Q: 3 clusters Score -212774.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -212775.859375 Penalty: 3631.309570
	Iteration 31Q: 3 clusters Score -212775.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -212776.437500 Penalty: 3631.309570
	Iteration 32Q: 3 clusters Score -212776.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -212776.437500 Penalty: 3631.309570
	Iteration 33F: 3 clusters Score -212776.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 52553 members 
Mstep: Class 3 contains 5280 members 
Mstep: Class 4 contains 27249 members 
Mstep: Class 5 contains 8286 members 
Mstep: Class 6 contains 4490 members 
Mstep: Class 7 contains 26582 members 
Mstep: Class 8 contains 749 members 
Mstep: Class 9 contains 10973 members 
Mstep: Class 10 contains 3040 members 
Mstep: Class 11 contains 37309 members 
Mstep: Class 12 contains 23336 members 
Mstep: Class 13 contains 215708 members 
Mstep: Class 14 contains 40995 members 
Mstep: Class 15 contains 657 members 
Mstep: Class 16 contains 29095 members 
Mstep: Class 17 contains 9366 members 
Mstep: Class 18 contains 14308 members 
Mstep: Class 19 contains 61584 members 
Mstep: Class 20 contains 10998 members 
Mstep: Class 21 contains 16567 members 
Mstep: Class 22 contains 2993 members 
Mstep: Class 23 contains 2570 members 
Mstep: Class 24 contains 18665 members 
Mstep: Class 25 contains 2068 members 
Mstep: Class 26 contains 22288 members 
Mstep: Class 27 contains 6174 members 
Mstep: Class 28 contains 4115 members 
Mstep: Class 29 contains 37122 members 
Mstep: Class 30 contains 4527 members 
Mstep: Class 31 contains 481 members 
Mstep: Class 32 contains 381 members 
Mstep: Class 33 contains 38551 members 
Mstep: Class 34 contains 605 members 
Mstep: Class 35 contains 8732 members 
Mstep: Class 36 contains 2453 members 
Mstep: Class 37 contains 164248 members 
Mstep: Class 38 contains 8339 members 
Mstep: Class 39 contains 4265 members 
Mstep: Class 40 contains 5324 members 
Mstep: Class 41 contains 2913 members 
Mstep: Class 42 contains 3709 members 
Mstep: Class 43 contains 550 members 
Mstep: Class 44 contains 3468 members 
Mstep: Class 45 contains 1907 members 
Mstep: Class 46 contains 399 members 
Mstep: Class 47 contains 5100 members 
Mstep: Class 48 contains 1819 members 
Mstep: Class 49 contains 4225 members 
Mstep: Class 50 contains 6309 members 
Mstep: Class 51 contains 175504 members 
Mstep: Class 52 contains 342 members 
Mstep: Class 53 contains 204 members 
Mstep: Class 54 contains 355 members 
Mstep: Class 55 contains 4301 members 
Mstep: Class 56 contains 2518 members 
Mstep: Class 57 contains 179 members 
Mstep: Class 58 contains 10459 members 
Mstep: Class 59 contains 648 members 
Mstep: Class 60 contains 17851 members 
Mstep: Class 61 contains 255 members 
Mstep: Class 62 contains 1182 members 
Mstep: Class 63 contains 438 members 
Mstep: Class 64 contains 344 members 
Mstep: Class 65 contains 613 members 
Mstep: Class 66 contains 876 members 
Mstep: Class 67 contains 188 members 
Mstep: Class 68 contains 326 members 
Mstep: Class 69 contains 164 members 
Mstep: Class 70 contains 306 members 
Mstep: Class 71 contains 853 members 
Mstep: Class 72 contains 435 members 
Mstep: Class 73 contains 379 members 
Mstep: Class 74 contains 225 members 
Mstep: Class 75 contains 500 members 
Mstep: Class 76 contains 227 members 
Mstep: Class 77 contains 397 members 
Mstep: Class 78 contains 492 members 
Mstep: Class 79 contains 1045 members 
Mstep: Class 80 contains 1251 members 
Mstep: Class 81 contains 992 members 
Mstep: Class 82 contains 520 members 
Entering Unmasked Estep 
Score: -147555456.000000 Penalty: 284459.781250
Splitting cluster 81 changes total score from -147555744.000000 to -147555456.000000
So it's not getting split.
20->82 Clusters: Score -147555744.000000, best is 100000003318135351409612647563264.000000
THE BEST YET!

Starting from 21 clusters...
--- Clustering full data set of 1188249 points ---
Entering CEM 
Assigned 21 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59785 members 
Mstep: Class 2 contains 59166 members 
Mstep: Class 3 contains 59395 members 
Mstep: Class 4 contains 59163 members 
Mstep: Class 5 contains 59463 members 
Mstep: Class 6 contains 59467 members 
Mstep: Class 7 contains 59483 members 
Mstep: Class 8 contains 59651 members 
Mstep: Class 9 contains 58954 members 
Mstep: Class 10 contains 59421 members 
Mstep: Class 11 contains 59388 members 
Mstep: Class 12 contains 59724 members 
Mstep: Class 13 contains 59145 members 
Mstep: Class 14 contains 59344 members 
Mstep: Class 15 contains 59195 members 
Mstep: Class 16 contains 59646 members 
Mstep: Class 17 contains 59571 members 
Mstep: Class 18 contains 59254 members 
Mstep: Class 19 contains 59352 members 
Mstep: Class 20 contains 59682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 1461.609619 but Gain 3469.023438
Score: -135560144.000000 Penalty: 65911.414062
Iteration 0F: 20 clusters Score -1.355601e+08 nChanged 1127500
Entering Unmasked Mstep 
Mstep: Class 0 contains 7224 members 
Mstep: Class 1 contains 157920 members 
Mstep: Class 2 contains 49377 members 
Mstep: Class 3 contains 14964 members 
Mstep: Class 4 contains 162074 members 
Mstep: Class 5 contains 25579 members 
Mstep: Class 6 contains 21037 members 
Mstep: Class 7 contains 23856 members 
Mstep: Class 8 contains 57641 members 
Mstep: Class 9 contains 34375 members 
Mstep: Class 10 contains 101889 members 
Mstep: Class 11 contains 36227 members 
Mstep: Class 12 contains 11907 members 
Mstep: Class 13 contains 65117 members 
Mstep: Class 14 contains 68246 members 
Mstep: Class 16 contains 78253 members 
Mstep: Class 17 contains 38607 members 
Mstep: Class 18 contains 84077 members 
Mstep: Class 19 contains 55872 members 
Mstep: Class 20 contains 94007 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142885728.000000 Penalty: 65911.414062
Iteration 1F: 20 clusters Score -1.428857e+08 nChanged 520699
Entering Unmasked Mstep 
Mstep: Class 0 contains 2981 members 
Mstep: Class 1 contains 210499 members 
Mstep: Class 2 contains 29393 members 
Mstep: Class 3 contains 5517 members 
Mstep: Class 4 contains 239111 members 
Mstep: Class 5 contains 8943 members 
Mstep: Class 6 contains 4746 members 
Mstep: Class 7 contains 7971 members 
Mstep: Class 8 contains 55083 members 
Mstep: Class 9 contains 23328 members 
Mstep: Class 10 contains 109019 members 
Mstep: Class 11 contains 13537 members 
Mstep: Class 12 contains 13156 members 
Mstep: Class 13 contains 51441 members 
Mstep: Class 14 contains 81469 members 
Mstep: Class 16 contains 76613 members 
Mstep: Class 17 contains 7476 members 
Mstep: Class 18 contains 80088 members 
Mstep: Class 19 contains 68564 members 
Mstep: Class 20 contains 99314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144857184.000000 Penalty: 65911.414062
Iteration 2F: 20 clusters Score -1.448572e+08 nChanged 375651
Entering Unmasked Mstep 
Mstep: Class 0 contains 1135 members 
Mstep: Class 1 contains 196577 members 
Mstep: Class 2 contains 26526 members 
Mstep: Class 3 contains 9824 members 
Mstep: Class 4 contains 321617 members 
Mstep: Class 5 contains 6718 members 
Mstep: Class 6 contains 4848 members 
Mstep: Class 7 contains 13536 members 
Mstep: Class 8 contains 40829 members 
Mstep: Class 9 contains 22313 members 
Mstep: Class 10 contains 72507 members 
Mstep: Class 11 contains 10520 members 
Mstep: Class 12 contains 8881 members 
Mstep: Class 13 contains 60149 members 
Mstep: Class 14 contains 83364 members 
Mstep: Class 16 contains 91204 members 
Mstep: Class 17 contains 8879 members 
Mstep: Class 18 contains 49675 members 
Mstep: Class 19 contains 73871 members 
Mstep: Class 20 contains 85276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -145778512.000000 Penalty: 65911.414062
Iteration 3F: 20 clusters Score -1.457785e+08 nChanged 270299
Entering Unmasked Mstep 
Mstep: Class 0 contains 1210 members 
Mstep: Class 1 contains 168799 members 
Mstep: Class 2 contains 22947 members 
Mstep: Class 3 contains 13803 members 
Mstep: Class 4 contains 361638 members 
Mstep: Class 5 contains 3219 members 
Mstep: Class 6 contains 6066 members 
Mstep: Class 7 contains 16440 members 
Mstep: Class 8 contains 35311 members 
Mstep: Class 9 contains 24958 members 
Mstep: Class 10 contains 49131 members 
Mstep: Class 11 contains 14381 members 
Mstep: Class 12 contains 5811 members 
Mstep: Class 13 contains 74179 members 
Mstep: Class 14 contains 80756 members 
Mstep: Class 16 contains 112535 members 
Mstep: Class 17 contains 9715 members 
Mstep: Class 18 contains 41545 members 
Mstep: Class 19 contains 74709 members 
Mstep: Class 20 contains 71096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146254672.000000 Penalty: 65911.414062
Iteration 4F: 20 clusters Score -1.462547e+08 nChanged 190953
Entering Unmasked Mstep 
Mstep: Class 0 contains 1218 members 
Mstep: Class 1 contains 141365 members 
Mstep: Class 2 contains 22236 members 
Mstep: Class 3 contains 12763 members 
Mstep: Class 4 contains 379116 members 
Mstep: Class 5 contains 4078 members 
Mstep: Class 6 contains 7090 members 
Mstep: Class 7 contains 17375 members 
Mstep: Class 8 contains 33372 members 
Mstep: Class 9 contains 28658 members 
Mstep: Class 10 contains 40187 members 
Mstep: Class 11 contains 21750 members 
Mstep: Class 12 contains 5447 members 
Mstep: Class 13 contains 85551 members 
Mstep: Class 14 contains 76205 members 
Mstep: Class 16 contains 119094 members 
Mstep: Class 17 contains 10781 members 
Mstep: Class 18 contains 44422 members 
Mstep: Class 19 contains 76788 members 
Mstep: Class 20 contains 60753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146530032.000000 Penalty: 65911.414062
Iteration 5F: 20 clusters Score -1.4653e+08 nChanged 138799
Entering Unmasked Mstep 
Mstep: Class 0 contains 1148 members 
Mstep: Class 1 contains 121399 members 
Mstep: Class 2 contains 22177 members 
Mstep: Class 3 contains 12968 members 
Mstep: Class 4 contains 381104 members 
Mstep: Class 5 contains 4157 members 
Mstep: Class 6 contains 8155 members 
Mstep: Class 7 contains 18107 members 
Mstep: Class 8 contains 31242 members 
Mstep: Class 9 contains 31657 members 
Mstep: Class 10 contains 39312 members 
Mstep: Class 11 contains 29664 members 
Mstep: Class 12 contains 5182 members 
Mstep: Class 13 contains 91915 members 
Mstep: Class 14 contains 71525 members 
Mstep: Class 16 contains 116572 members 
Mstep: Class 17 contains 12011 members 
Mstep: Class 18 contains 47442 members 
Mstep: Class 19 contains 86192 members 
Mstep: Class 20 contains 56320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146662272.000000 Penalty: 65911.414062
Iteration 6F: 20 clusters Score -1.466623e+08 nChanged 107286
Entering Unmasked Mstep 
Mstep: Class 0 contains 1090 members 
Mstep: Class 1 contains 108847 members 
Mstep: Class 2 contains 21763 members 
Mstep: Class 3 contains 13202 members 
Mstep: Class 4 contains 375098 members 
Mstep: Class 5 contains 4161 members 
Mstep: Class 6 contains 9187 members 
Mstep: Class 7 contains 19019 members 
Mstep: Class 8 contains 29412 members 
Mstep: Class 9 contains 34170 members 
Mstep: Class 10 contains 41648 members 
Mstep: Class 11 contains 36568 members 
Mstep: Class 12 contains 4953 members 
Mstep: Class 13 contains 94180 members 
Mstep: Class 14 contains 67288 members 
Mstep: Class 16 contains 111346 members 
Mstep: Class 17 contains 12610 members 
Mstep: Class 18 contains 48170 members 
Mstep: Class 19 contains 100539 members 
Mstep: Class 20 contains 54998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146751696.000000 Penalty: 65911.414062
Iteration 7F: 20 clusters Score -1.467517e+08 nChanged 86020
Entering Unmasked Mstep 
Mstep: Class 0 contains 1059 members 
Mstep: Class 1 contains 101958 members 
Mstep: Class 2 contains 21094 members 
Mstep: Class 3 contains 13335 members 
Mstep: Class 4 contains 366829 members 
Mstep: Class 5 contains 4161 members 
Mstep: Class 6 contains 10057 members 
Mstep: Class 7 contains 20276 members 
Mstep: Class 8 contains 28078 members 
Mstep: Class 9 contains 36625 members 
Mstep: Class 10 contains 44881 members 
Mstep: Class 11 contains 41723 members 
Mstep: Class 12 contains 4814 members 
Mstep: Class 13 contains 94055 members 
Mstep: Class 14 contains 63934 members 
Mstep: Class 16 contains 105679 members 
Mstep: Class 17 contains 11727 members 
Mstep: Class 18 contains 47832 members 
Mstep: Class 19 contains 114987 members 
Mstep: Class 20 contains 55145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146817152.000000 Penalty: 65911.414062
Iteration 8F: 20 clusters Score -1.468172e+08 nChanged 71468
Entering Unmasked Mstep 
Mstep: Class 0 contains 1020 members 
Mstep: Class 1 contains 100725 members 
Mstep: Class 2 contains 20426 members 
Mstep: Class 3 contains 13394 members 
Mstep: Class 4 contains 357626 members 
Mstep: Class 5 contains 4160 members 
Mstep: Class 6 contains 10849 members 
Mstep: Class 7 contains 21705 members 
Mstep: Class 8 contains 26886 members 
Mstep: Class 9 contains 38859 members 
Mstep: Class 10 contains 48302 members 
Mstep: Class 11 contains 45356 members 
Mstep: Class 12 contains 4751 members 
Mstep: Class 13 contains 92676 members 
Mstep: Class 14 contains 61380 members 
Mstep: Class 16 contains 100150 members 
Mstep: Class 17 contains 9693 members 
Mstep: Class 18 contains 46838 members 
Mstep: Class 19 contains 127236 members 
Mstep: Class 20 contains 56217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146871808.000000 Penalty: 65911.414062
Iteration 9F: 20 clusters Score -1.468718e+08 nChanged 60607
Entering Unmasked Mstep 
Mstep: Class 0 contains 943 members 
Mstep: Class 1 contains 104633 members 
Mstep: Class 2 contains 19823 members 
Mstep: Class 3 contains 13447 members 
Mstep: Class 4 contains 347244 members 
Mstep: Class 5 contains 4160 members 
Mstep: Class 6 contains 11273 members 
Mstep: Class 7 contains 22482 members 
Mstep: Class 8 contains 25830 members 
Mstep: Class 9 contains 40974 members 
Mstep: Class 10 contains 51546 members 
Mstep: Class 11 contains 47893 members 
Mstep: Class 12 contains 4688 members 
Mstep: Class 13 contains 90786 members 
Mstep: Class 14 contains 59480 members 
Mstep: Class 16 contains 94911 members 
Mstep: Class 17 contains 7960 members 
Mstep: Class 18 contains 45410 members 
Mstep: Class 19 contains 137019 members 
Mstep: Class 20 contains 57747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146912032.000000 Penalty: 65911.414062
Iteration 10F: 20 clusters Score -1.46912e+08 nChanged 53683
Entering Unmasked Mstep 
Mstep: Class 0 contains 846 members 
Mstep: Class 1 contains 111968 members 
Mstep: Class 2 contains 19380 members 
Mstep: Class 3 contains 13474 members 
Mstep: Class 4 contains 335687 members 
Mstep: Class 5 contains 4160 members 
Mstep: Class 6 contains 11461 members 
Mstep: Class 7 contains 22997 members 
Mstep: Class 8 contains 24773 members 
Mstep: Class 9 contains 43226 members 
Mstep: Class 10 contains 54676 members 
Mstep: Class 11 contains 49712 members 
Mstep: Class 12 contains 4645 members 
Mstep: Class 13 contains 88444 members 
Mstep: Class 14 contains 58148 members 
Mstep: Class 16 contains 90011 members 
Mstep: Class 17 contains 6377 members 
Mstep: Class 18 contains 43679 members 
Mstep: Class 19 contains 145410 members 
Mstep: Class 20 contains 59175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146949280.000000 Penalty: 65911.414062
Iteration 11Q: 20 clusters Score -1.469493e+08 nChanged 47941
Entering Unmasked Mstep 
Mstep: Class 0 contains 816 members 
Mstep: Class 1 contains 121134 members 
Mstep: Class 2 contains 19078 members 
Mstep: Class 3 contains 13462 members 
Mstep: Class 4 contains 323808 members 
Mstep: Class 5 contains 4160 members 
Mstep: Class 6 contains 11482 members 
Mstep: Class 7 contains 23756 members 
Mstep: Class 8 contains 23744 members 
Mstep: Class 9 contains 45722 members 
Mstep: Class 10 contains 57636 members 
Mstep: Class 11 contains 51127 members 
Mstep: Class 12 contains 4645 members 
Mstep: Class 13 contains 85842 members 
Mstep: Class 14 contains 57021 members 
Mstep: Class 16 contains 85654 members 
Mstep: Class 17 contains 4480 members 
Mstep: Class 18 contains 41795 members 
Mstep: Class 19 contains 152772 members 
Mstep: Class 20 contains 60115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146983680.000000 Penalty: 65911.414062
Iteration 12Q: 20 clusters Score -1.469837e+08 nChanged 42697
Entering Unmasked Mstep 
Mstep: Class 0 contains 815 members 
Mstep: Class 1 contains 130985 members 
Mstep: Class 2 contains 18681 members 
Mstep: Class 3 contains 13466 members 
Mstep: Class 4 contains 312722 members 
Mstep: Class 5 contains 4160 members 
Mstep: Class 6 contains 11354 members 
Mstep: Class 7 contains 24384 members 
Mstep: Class 8 contains 22834 members 
Mstep: Class 9 contains 48518 members 
Mstep: Class 10 contains 60378 members 
Mstep: Class 11 contains 52170 members 
Mstep: Class 12 contains 4640 members 
Mstep: Class 13 contains 83158 members 
Mstep: Class 14 contains 56014 members 
Mstep: Class 16 contains 81627 members 
Mstep: Class 17 contains 2977 members 
Mstep: Class 18 contains 39927 members 
Mstep: Class 19 contains 159038 members 
Mstep: Class 20 contains 60401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147014032.000000 Penalty: 65911.414062
Iteration 13Q: 20 clusters Score -1.47014e+08 nChanged 38476
Entering Unmasked Mstep 
Mstep: Class 0 contains 816 members 
Mstep: Class 1 contains 141007 members 
Mstep: Class 2 contains 18188 members 
Mstep: Class 3 contains 13467 members 
Mstep: Class 4 contains 302408 members 
Mstep: Class 5 contains 4160 members 
Mstep: Class 6 contains 11168 members 
Mstep: Class 7 contains 24611 members 
Mstep: Class 8 contains 21942 members 
Mstep: Class 9 contains 51340 members 
Mstep: Class 10 contains 62840 members 
Mstep: Class 11 contains 53050 members 
Mstep: Class 12 contains 4637 members 
Mstep: Class 13 contains 80513 members 
Mstep: Class 14 contains 55035 members 
Mstep: Class 16 contains 77961 members 
Mstep: Class 17 contains 2055 members 
Mstep: Class 18 contains 38284 members 
Mstep: Class 19 contains 164314 members 
Mstep: Class 20 contains 60453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147041136.000000 Penalty: 65911.414062
Iteration 14Q: 20 clusters Score -1.470411e+08 nChanged 35226
Entering Unmasked Mstep 
Mstep: Class 0 contains 815 members 
Mstep: Class 1 contains 150590 members 
Mstep: Class 2 contains 17590 members 
Mstep: Class 3 contains 13479 members 
Mstep: Class 4 contains 293364 members 
Mstep: Class 5 contains 4160 members 
Mstep: Class 6 contains 10970 members 
Mstep: Class 7 contains 24540 members 
Mstep: Class 8 contains 21040 members 
Mstep: Class 9 contains 54229 members 
Mstep: Class 10 contains 64995 members 
Mstep: Class 11 contains 53863 members 
Mstep: Class 12 contains 4622 members 
Mstep: Class 13 contains 77994 members 
Mstep: Class 14 contains 53980 members 
Mstep: Class 16 contains 74755 members 
Mstep: Class 17 contains 1593 members 
Mstep: Class 18 contains 36836 members 
Mstep: Class 19 contains 168533 members 
Mstep: Class 20 contains 60301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147062720.000000 Penalty: 65911.414062
Iteration 15Q: 20 clusters Score -1.470627e+08 nChanged 31707
Entering Unmasked Mstep 
Mstep: Class 0 contains 815 members 
Mstep: Class 1 contains 159358 members 
Mstep: Class 2 contains 16915 members 
Mstep: Class 3 contains 13463 members 
Mstep: Class 4 contains 285593 members 
Mstep: Class 5 contains 4160 members 
Mstep: Class 6 contains 10786 members 
Mstep: Class 7 contains 24343 members 
Mstep: Class 8 contains 20197 members 
Mstep: Class 9 contains 56951 members 
Mstep: Class 10 contains 66889 members 
Mstep: Class 11 contains 54628 members 
Mstep: Class 12 contains 4638 members 
Mstep: Class 13 contains 75788 members 
Mstep: Class 14 contains 52953 members 
Mstep: Class 16 contains 71942 members 
Mstep: Class 17 contains 1384 members 
Mstep: Class 18 contains 35619 members 
Mstep: Class 19 contains 171728 members 
Mstep: Class 20 contains 60099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147081504.000000 Penalty: 65911.414062
Iteration 16Q: 20 clusters Score -1.470815e+08 nChanged 28364
Entering Unmasked Mstep 
Mstep: Class 0 contains 816 members 
Mstep: Class 1 contains 167129 members 
Mstep: Class 2 contains 16227 members 
Mstep: Class 3 contains 13451 members 
Mstep: Class 4 contains 279237 members 
Mstep: Class 5 contains 4160 members 
Mstep: Class 6 contains 10616 members 
Mstep: Class 7 contains 24090 members 
Mstep: Class 8 contains 19401 members 
Mstep: Class 9 contains 59523 members 
Mstep: Class 10 contains 68474 members 
Mstep: Class 11 contains 55360 members 
Mstep: Class 12 contains 4652 members 
Mstep: Class 13 contains 73865 members 
Mstep: Class 14 contains 51873 members 
Mstep: Class 16 contains 69407 members 
Mstep: Class 17 contains 1272 members 
Mstep: Class 18 contains 34537 members 
Mstep: Class 19 contains 174170 members 
Mstep: Class 20 contains 59989 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147096544.000000 Penalty: 65911.414062
Iteration 17Q: 20 clusters Score -1.470965e+08 nChanged 25239
Entering Unmasked Mstep 
Mstep: Class 0 contains 816 members 
Mstep: Class 1 contains 173679 members 
Mstep: Class 2 contains 15617 members 
Mstep: Class 3 contains 13455 members 
Mstep: Class 4 contains 274274 members 
Mstep: Class 5 contains 4160 members 
Mstep: Class 6 contains 10443 members 
Mstep: Class 7 contains 23785 members 
Mstep: Class 8 contains 18576 members 
Mstep: Class 9 contains 61938 members 
Mstep: Class 10 contains 69830 members 
Mstep: Class 11 contains 56063 members 
Mstep: Class 12 contains 4646 members 
Mstep: Class 13 contains 72246 members 
Mstep: Class 14 contains 50693 members 
Mstep: Class 16 contains 67129 members 
Mstep: Class 17 contains 1243 members 
Mstep: Class 18 contains 33616 members 
Mstep: Class 19 contains 175974 members 
Mstep: Class 20 contains 60066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147108096.000000 Penalty: 65911.414062
Iteration 18Q: 20 clusters Score -1.471081e+08 nChanged 22728
Entering Unmasked Mstep 
Mstep: Class 0 contains 815 members 
Mstep: Class 1 contains 179461 members 
Mstep: Class 2 contains 15049 members 
Mstep: Class 3 contains 13443 members 
Mstep: Class 4 contains 270167 members 
Mstep: Class 5 contains 4160 members 
Mstep: Class 6 contains 10287 members 
Mstep: Class 7 contains 23509 members 
Mstep: Class 8 contains 17764 members 
Mstep: Class 9 contains 64207 members 
Mstep: Class 10 contains 71211 members 
Mstep: Class 11 contains 56664 members 
Mstep: Class 12 contains 4659 members 
Mstep: Class 13 contains 70872 members 
Mstep: Class 14 contains 49549 members 
Mstep: Class 16 contains 65080 members 
Mstep: Class 17 contains 1214 members 
Mstep: Class 18 contains 32749 members 
Mstep: Class 19 contains 177249 members 
Mstep: Class 20 contains 60140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147120032.000000 Penalty: 65911.414062
Iteration 19Q: 20 clusters Score -1.4712e+08 nChanged 20719
Entering Unmasked Mstep 
Mstep: Class 0 contains 815 members 
Mstep: Class 1 contains 184563 members 
Mstep: Class 2 contains 14570 members 
Mstep: Class 3 contains 13446 members 
Mstep: Class 4 contains 266652 members 
Mstep: Class 5 contains 4160 members 
Mstep: Class 6 contains 10207 members 
Mstep: Class 7 contains 23252 members 
Mstep: Class 8 contains 17057 members 
Mstep: Class 9 contains 66250 members 
Mstep: Class 10 contains 72313 members 
Mstep: Class 11 contains 57112 members 
Mstep: Class 12 contains 4655 members 
Mstep: Class 13 contains 69712 members 
Mstep: Class 14 contains 48595 members 
Mstep: Class 16 contains 63278 members 
Mstep: Class 17 contains 1209 members 
Mstep: Class 18 contains 32094 members 
Mstep: Class 19 contains 178103 members 
Mstep: Class 20 contains 60206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147152352.000000 Penalty: 65911.414062
Iteration 20F: 20 clusters Score -1.471524e+08 nChanged 20791
Entering Unmasked Mstep 
Mstep: Class 0 contains 373 members 
Mstep: Class 1 contains 189807 members 
Mstep: Class 2 contains 14094 members 
Mstep: Class 3 contains 13458 members 
Mstep: Class 4 contains 262823 members 
Mstep: Class 5 contains 4160 members 
Mstep: Class 6 contains 10176 members 
Mstep: Class 7 contains 23230 members 
Mstep: Class 8 contains 16493 members 
Mstep: Class 9 contains 68045 members 
Mstep: Class 10 contains 73317 members 
Mstep: Class 11 contains 57509 members 
Mstep: Class 12 contains 4610 members 
Mstep: Class 13 contains 68723 members 
Mstep: Class 14 contains 47863 members 
Mstep: Class 16 contains 61567 members 
Mstep: Class 17 contains 1490 members 
Mstep: Class 18 contains 31581 members 
Mstep: Class 19 contains 178676 members 
Mstep: Class 20 contains 60254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147172544.000000 Penalty: 65911.414062
Iteration 21Q: 20 clusters Score -1.471725e+08 nChanged 19170
Entering Unmasked Mstep 
Mstep: Class 0 contains 355 members 
Mstep: Class 1 contains 194361 members 
Mstep: Class 2 contains 13648 members 
Mstep: Class 3 contains 13462 members 
Mstep: Class 4 contains 259586 members 
Mstep: Class 5 contains 4160 members 
Mstep: Class 6 contains 10133 members 
Mstep: Class 7 contains 23042 members 
Mstep: Class 8 contains 15925 members 
Mstep: Class 9 contains 69545 members 
Mstep: Class 10 contains 74263 members 
Mstep: Class 11 contains 57863 members 
Mstep: Class 12 contains 4599 members 
Mstep: Class 13 contains 67832 members 
Mstep: Class 14 contains 47393 members 
Mstep: Class 16 contains 60023 members 
Mstep: Class 17 contains 1364 members 
Mstep: Class 18 contains 31267 members 
Mstep: Class 19 contains 179073 members 
Mstep: Class 20 contains 60355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147179296.000000 Penalty: 65911.414062
Iteration 22Q: 20 clusters Score -1.471793e+08 nChanged 17114
Entering Unmasked Mstep 
Mstep: Class 0 contains 355 members 
Mstep: Class 1 contains 198249 members 
Mstep: Class 2 contains 13261 members 
Mstep: Class 3 contains 13466 members 
Mstep: Class 4 contains 256870 members 
Mstep: Class 5 contains 4160 members 
Mstep: Class 6 contains 10064 members 
Mstep: Class 7 contains 22718 members 
Mstep: Class 8 contains 15453 members 
Mstep: Class 9 contains 70739 members 
Mstep: Class 10 contains 75159 members 
Mstep: Class 11 contains 58151 members 
Mstep: Class 12 contains 4591 members 
Mstep: Class 13 contains 67141 members 
Mstep: Class 14 contains 47128 members 
Mstep: Class 16 contains 58679 members 
Mstep: Class 17 contains 1348 members 
Mstep: Class 18 contains 31049 members 
Mstep: Class 19 contains 179235 members 
Mstep: Class 20 contains 60433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147183408.000000 Penalty: 65911.414062
Iteration 23Q: 20 clusters Score -1.471834e+08 nChanged 15445
Entering Unmasked Mstep 
Mstep: Class 0 contains 355 members 
Mstep: Class 1 contains 201513 members 
Mstep: Class 2 contains 12936 members 
Mstep: Class 3 contains 13456 members 
Mstep: Class 4 contains 254633 members 
Mstep: Class 5 contains 4160 members 
Mstep: Class 6 contains 10000 members 
Mstep: Class 7 contains 22401 members 
Mstep: Class 8 contains 15124 members 
Mstep: Class 9 contains 71640 members 
Mstep: Class 10 contains 75952 members 
Mstep: Class 11 contains 58321 members 
Mstep: Class 12 contains 4599 members 
Mstep: Class 13 contains 66598 members 
Mstep: Class 14 contains 47013 members 
Mstep: Class 16 contains 57511 members 
Mstep: Class 17 contains 1344 members 
Mstep: Class 18 contains 30899 members 
Mstep: Class 19 contains 179272 members 
Mstep: Class 20 contains 60522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147188080.000000 Penalty: 65911.414062
Iteration 24Q: 20 clusters Score -1.471881e+08 nChanged 13937
Entering Unmasked Mstep 
Mstep: Class 0 contains 355 members 
Mstep: Class 1 contains 204170 members 
Mstep: Class 2 contains 12653 members 
Mstep: Class 3 contains 13453 members 
Mstep: Class 4 contains 252826 members 
Mstep: Class 5 contains 4160 members 
Mstep: Class 6 contains 9916 members 
Mstep: Class 7 contains 22170 members 
Mstep: Class 8 contains 14957 members 
Mstep: Class 9 contains 72379 members 
Mstep: Class 10 contains 76614 members 
Mstep: Class 11 contains 58431 members 
Mstep: Class 12 contains 4602 members 
Mstep: Class 13 contains 66186 members 
Mstep: Class 14 contains 47007 members 
Mstep: Class 16 contains 56503 members 
Mstep: Class 17 contains 1341 members 
Mstep: Class 18 contains 30732 members 
Mstep: Class 19 contains 179218 members 
Mstep: Class 20 contains 60576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147192480.000000 Penalty: 65911.414062
Iteration 25Q: 20 clusters Score -1.471925e+08 nChanged 12740
Entering Unmasked Mstep 
Mstep: Class 0 contains 355 members 
Mstep: Class 1 contains 206422 members 
Mstep: Class 2 contains 12401 members 
Mstep: Class 3 contains 13444 members 
Mstep: Class 4 contains 251215 members 
Mstep: Class 5 contains 4160 members 
Mstep: Class 6 contains 9809 members 
Mstep: Class 7 contains 21993 members 
Mstep: Class 8 contains 14856 members 
Mstep: Class 9 contains 72999 members 
Mstep: Class 10 contains 77295 members 
Mstep: Class 11 contains 58498 members 
Mstep: Class 12 contains 4611 members 
Mstep: Class 13 contains 65804 members 
Mstep: Class 14 contains 47075 members 
Mstep: Class 16 contains 55648 members 
Mstep: Class 17 contains 1341 members 
Mstep: Class 18 contains 30583 members 
Mstep: Class 19 contains 179187 members 
Mstep: Class 20 contains 60553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147195600.000000 Penalty: 65911.414062
Iteration 26Q: 20 clusters Score -1.471956e+08 nChanged 11631
Entering Unmasked Mstep 
Mstep: Class 0 contains 355 members 
Mstep: Class 1 contains 208428 members 
Mstep: Class 2 contains 12201 members 
Mstep: Class 3 contains 13453 members 
Mstep: Class 4 contains 249736 members 
Mstep: Class 5 contains 4160 members 
Mstep: Class 6 contains 9716 members 
Mstep: Class 7 contains 21888 members 
Mstep: Class 8 contains 14896 members 
Mstep: Class 9 contains 73446 members 
Mstep: Class 10 contains 77909 members 
Mstep: Class 11 contains 58495 members 
Mstep: Class 12 contains 4601 members 
Mstep: Class 13 contains 65419 members 
Mstep: Class 14 contains 47247 members 
Mstep: Class 16 contains 54937 members 
Mstep: Class 17 contains 1342 members 
Mstep: Class 18 contains 30428 members 
Mstep: Class 19 contains 179070 members 
Mstep: Class 20 contains 60522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147198976.000000 Penalty: 65911.414062
Iteration 27Q: 20 clusters Score -1.47199e+08 nChanged 10687
Entering Unmasked Mstep 
Mstep: Class 0 contains 355 members 
Mstep: Class 1 contains 210173 members 
Mstep: Class 2 contains 12006 members 
Mstep: Class 3 contains 13457 members 
Mstep: Class 4 contains 248356 members 
Mstep: Class 5 contains 4160 members 
Mstep: Class 6 contains 9623 members 
Mstep: Class 7 contains 21801 members 
Mstep: Class 8 contains 15082 members 
Mstep: Class 9 contains 73853 members 
Mstep: Class 10 contains 78425 members 
Mstep: Class 11 contains 58450 members 
Mstep: Class 12 contains 4597 members 
Mstep: Class 13 contains 65083 members 
Mstep: Class 14 contains 47442 members 
Mstep: Class 16 contains 54360 members 
Mstep: Class 17 contains 1342 members 
Mstep: Class 18 contains 30265 members 
Mstep: Class 19 contains 178966 members 
Mstep: Class 20 contains 60453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147200976.000000 Penalty: 65911.414062
Iteration 28Q: 20 clusters Score -1.47201e+08 nChanged 9874
Entering Unmasked Mstep 
Mstep: Class 0 contains 355 members 
Mstep: Class 1 contains 211949 members 
Mstep: Class 2 contains 11819 members 
Mstep: Class 3 contains 13457 members 
Mstep: Class 4 contains 246970 members 
Mstep: Class 5 contains 4160 members 
Mstep: Class 6 contains 9528 members 
Mstep: Class 7 contains 21753 members 
Mstep: Class 8 contains 15285 members 
Mstep: Class 9 contains 74201 members 
Mstep: Class 10 contains 78900 members 
Mstep: Class 11 contains 58390 members 
Mstep: Class 12 contains 4600 members 
Mstep: Class 13 contains 64769 members 
Mstep: Class 14 contains 47720 members 
Mstep: Class 16 contains 53845 members 
Mstep: Class 17 contains 1339 members 
Mstep: Class 18 contains 30127 members 
Mstep: Class 19 contains 178818 members 
Mstep: Class 20 contains 60264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147202960.000000 Penalty: 65911.414062
Iteration 29Q: 20 clusters Score -1.47203e+08 nChanged 9000
Entering Unmasked Mstep 
Mstep: Class 0 contains 355 members 
Mstep: Class 1 contains 213717 members 
Mstep: Class 2 contains 11671 members 
Mstep: Class 3 contains 13441 members 
Mstep: Class 4 contains 245614 members 
Mstep: Class 5 contains 4160 members 
Mstep: Class 6 contains 9443 members 
Mstep: Class 7 contains 21696 members 
Mstep: Class 8 contains 15453 members 
Mstep: Class 9 contains 74500 members 
Mstep: Class 10 contains 79311 members 
Mstep: Class 11 contains 58302 members 
Mstep: Class 12 contains 4615 members 
Mstep: Class 13 contains 64487 members 
Mstep: Class 14 contains 48005 members 
Mstep: Class 16 contains 53362 members 
Mstep: Class 17 contains 1340 members 
Mstep: Class 18 contains 29965 members 
Mstep: Class 19 contains 178761 members 
Mstep: Class 20 contains 60051 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147205680.000000 Penalty: 65911.414062
Iteration 30Q: 20 clusters Score -1.472057e+08 nChanged 8306
Entering Unmasked Mstep 
Mstep: Class 0 contains 355 members 
Mstep: Class 1 contains 215589 members 
Mstep: Class 2 contains 11539 members 
Mstep: Class 3 contains 13441 members 
Mstep: Class 4 contains 244103 members 
Mstep: Class 5 contains 4160 members 
Mstep: Class 6 contains 9358 members 
Mstep: Class 7 contains 21649 members 
Mstep: Class 8 contains 15579 members 
Mstep: Class 9 contains 74728 members 
Mstep: Class 10 contains 79665 members 
Mstep: Class 11 contains 58162 members 
Mstep: Class 12 contains 4615 members 
Mstep: Class 13 contains 64273 members 
Mstep: Class 14 contains 48326 members 
Mstep: Class 16 contains 53010 members 
Mstep: Class 17 contains 1340 members 
Mstep: Class 18 contains 29832 members 
Mstep: Class 19 contains 178659 members 
Mstep: Class 20 contains 59866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147207040.000000 Penalty: 65911.414062
Iteration 31Q: 20 clusters Score -1.47207e+08 nChanged 7731
Entering Unmasked Mstep 
Mstep: Class 0 contains 355 members 
Mstep: Class 1 contains 217335 members 
Mstep: Class 2 contains 11448 members 
Mstep: Class 3 contains 13451 members 
Mstep: Class 4 contains 242746 members 
Mstep: Class 5 contains 4160 members 
Mstep: Class 6 contains 9276 members 
Mstep: Class 7 contains 21611 members 
Mstep: Class 8 contains 15621 members 
Mstep: Class 9 contains 74962 members 
Mstep: Class 10 contains 79908 members 
Mstep: Class 11 contains 58036 members 
Mstep: Class 12 contains 4606 members 
Mstep: Class 13 contains 64095 members 
Mstep: Class 14 contains 48610 members 
Mstep: Class 16 contains 52675 members 
Mstep: Class 17 contains 1339 members 
Mstep: Class 18 contains 29736 members 
Mstep: Class 19 contains 178520 members 
Mstep: Class 20 contains 59759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147208016.000000 Penalty: 65911.414062
Iteration 32Q: 20 clusters Score -1.47208e+08 nChanged 7207
Entering Unmasked Mstep 
Mstep: Class 0 contains 355 members 
Mstep: Class 1 contains 218976 members 
Mstep: Class 2 contains 11370 members 
Mstep: Class 3 contains 13453 members 
Mstep: Class 4 contains 241405 members 
Mstep: Class 5 contains 4160 members 
Mstep: Class 6 contains 9207 members 
Mstep: Class 7 contains 21589 members 
Mstep: Class 8 contains 15646 members 
Mstep: Class 9 contains 75172 members 
Mstep: Class 10 contains 80103 members 
Mstep: Class 11 contains 57908 members 
Mstep: Class 12 contains 4604 members 
Mstep: Class 13 contains 63918 members 
Mstep: Class 14 contains 48867 members 
Mstep: Class 16 contains 52409 members 
Mstep: Class 17 contains 1339 members 
Mstep: Class 18 contains 29653 members 
Mstep: Class 19 contains 178460 members 
Mstep: Class 20 contains 59655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147209424.000000 Penalty: 65911.414062
Iteration 33Q: 20 clusters Score -1.472094e+08 nChanged 6763
Entering Unmasked Mstep 
Mstep: Class 0 contains 355 members 
Mstep: Class 1 contains 220627 members 
Mstep: Class 2 contains 11302 members 
Mstep: Class 3 contains 13446 members 
Mstep: Class 4 contains 240126 members 
Mstep: Class 5 contains 4160 members 
Mstep: Class 6 contains 9154 members 
Mstep: Class 7 contains 21570 members 
Mstep: Class 8 contains 15616 members 
Mstep: Class 9 contains 75401 members 
Mstep: Class 10 contains 80276 members 
Mstep: Class 11 contains 57785 members 
Mstep: Class 12 contains 4612 members 
Mstep: Class 13 contains 63765 members 
Mstep: Class 14 contains 49040 members 
Mstep: Class 16 contains 52199 members 
Mstep: Class 17 contains 1338 members 
Mstep: Class 18 contains 29565 members 
Mstep: Class 19 contains 178324 members 
Mstep: Class 20 contains 59588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147211552.000000 Penalty: 65911.414062
Iteration 34Q: 20 clusters Score -1.472116e+08 nChanged 6088
Entering Unmasked Mstep 
Mstep: Class 0 contains 355 members 
Mstep: Class 1 contains 222011 members 
Mstep: Class 2 contains 11256 members 
Mstep: Class 3 contains 13444 members 
Mstep: Class 4 contains 239039 members 
Mstep: Class 5 contains 4161 members 
Mstep: Class 6 contains 9110 members 
Mstep: Class 7 contains 21559 members 
Mstep: Class 8 contains 15596 members 
Mstep: Class 9 contains 75559 members 
Mstep: Class 10 contains 80386 members 
Mstep: Class 11 contains 57746 members 
Mstep: Class 12 contains 4613 members 
Mstep: Class 13 contains 63618 members 
Mstep: Class 14 contains 49141 members 
Mstep: Class 16 contains 52081 members 
Mstep: Class 17 contains 1340 members 
Mstep: Class 18 contains 29494 members 
Mstep: Class 19 contains 178217 members 
Mstep: Class 20 contains 59523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147211600.000000 Penalty: 65911.414062
Iteration 35Q: 20 clusters Score -1.472116e+08 nChanged 5659
Entering Unmasked Mstep 
Mstep: Class 0 contains 355 members 
Mstep: Class 1 contains 223205 members 
Mstep: Class 2 contains 11219 members 
Mstep: Class 3 contains 13463 members 
Mstep: Class 4 contains 238109 members 
Mstep: Class 5 contains 4161 members 
Mstep: Class 6 contains 9072 members 
Mstep: Class 7 contains 21564 members 
Mstep: Class 8 contains 15556 members 
Mstep: Class 9 contains 75666 members 
Mstep: Class 10 contains 80455 members 
Mstep: Class 11 contains 57786 members 
Mstep: Class 12 contains 4591 members 
Mstep: Class 13 contains 63516 members 
Mstep: Class 14 contains 49207 members 
Mstep: Class 16 contains 51968 members 
Mstep: Class 17 contains 1343 members 
Mstep: Class 18 contains 29441 members 
Mstep: Class 19 contains 178068 members 
Mstep: Class 20 contains 59504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147213344.000000 Penalty: 65911.414062
Iteration 36Q: 20 clusters Score -1.472133e+08 nChanged 5132
Entering Unmasked Mstep 
Mstep: Class 0 contains 355 members 
Mstep: Class 1 contains 224277 members 
Mstep: Class 2 contains 11199 members 
Mstep: Class 3 contains 13454 members 
Mstep: Class 4 contains 237298 members 
Mstep: Class 5 contains 4161 members 
Mstep: Class 6 contains 9037 members 
Mstep: Class 7 contains 21576 members 
Mstep: Class 8 contains 15489 members 
Mstep: Class 9 contains 75787 members 
Mstep: Class 10 contains 80499 members 
Mstep: Class 11 contains 57905 members 
Mstep: Class 12 contains 4601 members 
Mstep: Class 13 contains 63421 members 
Mstep: Class 14 contains 49166 members 
Mstep: Class 16 contains 51898 members 
Mstep: Class 17 contains 1341 members 
Mstep: Class 18 contains 29396 members 
Mstep: Class 19 contains 177903 members 
Mstep: Class 20 contains 59486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147214720.000000 Penalty: 65911.414062
Iteration 37Q: 20 clusters Score -1.472147e+08 nChanged 4724
Entering Unmasked Mstep 
Mstep: Class 0 contains 355 members 
Mstep: Class 1 contains 225237 members 
Mstep: Class 2 contains 11176 members 
Mstep: Class 3 contains 13457 members 
Mstep: Class 4 contains 236598 members 
Mstep: Class 5 contains 4161 members 
Mstep: Class 6 contains 9011 members 
Mstep: Class 7 contains 21567 members 
Mstep: Class 8 contains 15420 members 
Mstep: Class 9 contains 75924 members 
Mstep: Class 10 contains 80541 members 
Mstep: Class 11 contains 58097 members 
Mstep: Class 12 contains 4600 members 
Mstep: Class 13 contains 63333 members 
Mstep: Class 14 contains 49055 members 
Mstep: Class 16 contains 51833 members 
Mstep: Class 17 contains 1339 members 
Mstep: Class 18 contains 29374 members 
Mstep: Class 19 contains 177727 members 
Mstep: Class 20 contains 59444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147215760.000000 Penalty: 65911.414062
Iteration 38Q: 20 clusters Score -1.472158e+08 nChanged 4295
Entering ConstructFrom: 
Score: -147215760.000000 Penalty: 65911.414062
Entering ConstructFrom: 
Trying to split cluster 1 (226035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226035 members 
Entering Unmasked Estep 
Score: -28991250.000000 Penalty: 3057.454590
	Iteration 0F: 2 clusters Score -2.899125e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113075 members 
Mstep: Class 2 contains 112960 members 
Entering Unmasked Estep 
Score: -28861854.000000 Penalty: 6114.909180
	Iteration 0F: 3 clusters Score -2.886185e+07 nChanged 108771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112830 members 
Mstep: Class 2 contains 113205 members 
Entering Unmasked Estep 
Score: -28926506.000000 Penalty: 6114.909180
	Iteration 1F: 3 clusters Score -2.892651e+07 nChanged 8694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112096 members 
Mstep: Class 2 contains 113939 members 
Entering Unmasked Estep 
Score: -28929840.000000 Penalty: 6114.909180
	Iteration 2Q: 3 clusters Score -2.892984e+07 nChanged 10738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110940 members 
Mstep: Class 2 contains 115095 members 
Entering Unmasked Estep 
Score: -28935398.000000 Penalty: 6114.909180
	Iteration 3Q: 3 clusters Score -2.89354e+07 nChanged 13116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109178 members 
Mstep: Class 2 contains 116857 members 
Entering Unmasked Estep 
Score: -28943254.000000 Penalty: 6114.909180
	Iteration 4F: 3 clusters Score -2.894325e+07 nChanged 15597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107007 members 
Mstep: Class 2 contains 119028 members 
Entering Unmasked Estep 
Score: -28954068.000000 Penalty: 6114.909180
	Iteration 5F: 3 clusters Score -2.895407e+07 nChanged 16287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104746 members 
Mstep: Class 2 contains 121289 members 
Entering Unmasked Estep 
Score: -28964840.000000 Penalty: 6114.909180
	Iteration 6F: 3 clusters Score -2.896484e+07 nChanged 15126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103188 members 
Mstep: Class 2 contains 122847 members 
Entering Unmasked Estep 
Score: -28974210.000000 Penalty: 6114.909180
	Iteration 7F: 3 clusters Score -2.897421e+07 nChanged 12505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102501 members 
Mstep: Class 2 contains 123534 members 
Entering Unmasked Estep 
Score: -28981172.000000 Penalty: 6114.909180
	Iteration 8F: 3 clusters Score -2.898117e+07 nChanged 10134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102441 members 
Mstep: Class 2 contains 123594 members 
Entering Unmasked Estep 
Score: -28986038.000000 Penalty: 6114.909180
	Iteration 9Q: 3 clusters Score -2.898604e+07 nChanged 8248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102297 members 
Mstep: Class 2 contains 123738 members 
Entering Unmasked Estep 
Score: -28989514.000000 Penalty: 6114.909180
	Iteration 10Q: 3 clusters Score -2.898951e+07 nChanged 6522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102041 members 
Mstep: Class 2 contains 123994 members 
Entering Unmasked Estep 
Score: -28992192.000000 Penalty: 6114.909180
	Iteration 11Q: 3 clusters Score -2.899219e+07 nChanged 4798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101601 members 
Mstep: Class 2 contains 124434 members 
Entering Unmasked Estep 
Score: -28993612.000000 Penalty: 6114.909180
	Iteration 12Q: 3 clusters Score -2.899361e+07 nChanged 3337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101008 members 
Mstep: Class 2 contains 125027 members 
Entering Unmasked Estep 
Score: -28994324.000000 Penalty: 6114.909180
	Iteration 13Q: 3 clusters Score -2.899432e+07 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100388 members 
Mstep: Class 2 contains 125647 members 
Entering Unmasked Estep 
Score: -28994782.000000 Penalty: 6114.909180
	Iteration 14Q: 3 clusters Score -2.899478e+07 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99773 members 
Mstep: Class 2 contains 126262 members 
Entering Unmasked Estep 
Score: -28995194.000000 Penalty: 6114.909180
	Iteration 15Q: 3 clusters Score -2.899519e+07 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99232 members 
Mstep: Class 2 contains 126803 members 
Entering Unmasked Estep 
Score: -28995496.000000 Penalty: 6114.909180
	Iteration 16Q: 3 clusters Score -2.89955e+07 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98748 members 
Mstep: Class 2 contains 127287 members 
Entering Unmasked Estep 
Score: -28995680.000000 Penalty: 6114.909180
	Iteration 17Q: 3 clusters Score -2.899568e+07 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98257 members 
Mstep: Class 2 contains 127778 members 
Entering Unmasked Estep 
Score: -28996010.000000 Penalty: 6114.909180
	Iteration 18Q: 3 clusters Score -2.899601e+07 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97863 members 
Mstep: Class 2 contains 128172 members 
Entering Unmasked Estep 
Score: -28996228.000000 Penalty: 6114.909180
	Iteration 19Q: 3 clusters Score -2.899623e+07 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97466 members 
Mstep: Class 2 contains 128569 members 
Entering Unmasked Estep 
Score: -28996386.000000 Penalty: 6114.909180
	Iteration 20F: 3 clusters Score -2.899639e+07 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97041 members 
Mstep: Class 2 contains 128994 members 
Entering Unmasked Estep 
Score: -28996558.000000 Penalty: 6114.909180
	Iteration 21Q: 3 clusters Score -2.899656e+07 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96640 members 
Mstep: Class 2 contains 129395 members 
Entering Unmasked Estep 
Score: -28996738.000000 Penalty: 6114.909180
	Iteration 22Q: 3 clusters Score -2.899674e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96214 members 
Mstep: Class 2 contains 129821 members 
Entering Unmasked Estep 
Score: -28996902.000000 Penalty: 6114.909180
	Iteration 23Q: 3 clusters Score -2.89969e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95794 members 
Mstep: Class 2 contains 130241 members 
Entering Unmasked Estep 
Score: -28997006.000000 Penalty: 6114.909180
	Iteration 24Q: 3 clusters Score -2.899701e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95333 members 
Mstep: Class 2 contains 130702 members 
Entering Unmasked Estep 
Score: -28997002.000000 Penalty: 6114.909180
	Iteration 25Q: 3 clusters Score -2.8997e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94906 members 
Mstep: Class 2 contains 131129 members 
Entering Unmasked Estep 
Score: -28997122.000000 Penalty: 6114.909180
	Iteration 26Q: 3 clusters Score -2.899712e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94453 members 
Mstep: Class 2 contains 131582 members 
Entering Unmasked Estep 
Score: -28997208.000000 Penalty: 6114.909180
	Iteration 27Q: 3 clusters Score -2.899721e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94006 members 
Mstep: Class 2 contains 132029 members 
Entering Unmasked Estep 
Score: -28997186.000000 Penalty: 6114.909180
	Iteration 28Q: 3 clusters Score -2.899719e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93528 members 
Mstep: Class 2 contains 132507 members 
Entering Unmasked Estep 
Score: -28997276.000000 Penalty: 6114.909180
	Iteration 29Q: 3 clusters Score -2.899728e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93048 members 
Mstep: Class 2 contains 132987 members 
Entering Unmasked Estep 
Score: -28997326.000000 Penalty: 6114.909180
	Iteration 30Q: 3 clusters Score -2.899733e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92531 members 
Mstep: Class 2 contains 133504 members 
Entering Unmasked Estep 
Score: -28997484.000000 Penalty: 6114.909180
	Iteration 31Q: 3 clusters Score -2.899748e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92011 members 
Mstep: Class 2 contains 134024 members 
Entering Unmasked Estep 
Score: -28997546.000000 Penalty: 6114.909180
	Iteration 32Q: 3 clusters Score -2.899755e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91472 members 
Mstep: Class 2 contains 134563 members 
Entering Unmasked Estep 
Score: -28997534.000000 Penalty: 6114.909180
	Iteration 33Q: 3 clusters Score -2.899753e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90917 members 
Mstep: Class 2 contains 135118 members 
Entering Unmasked Estep 
Score: -28997592.000000 Penalty: 6114.909180
	Iteration 34Q: 3 clusters Score -2.899759e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90355 members 
Mstep: Class 2 contains 135680 members 
Entering Unmasked Estep 
Score: -28997672.000000 Penalty: 6114.909180
	Iteration 35Q: 3 clusters Score -2.899767e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89774 members 
Mstep: Class 2 contains 136261 members 
Entering Unmasked Estep 
Score: -28997674.000000 Penalty: 6114.909180
	Iteration 36Q: 3 clusters Score -2.899767e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89231 members 
Mstep: Class 2 contains 136804 members 
Entering Unmasked Estep 
Score: -28997774.000000 Penalty: 6114.909180
	Iteration 37Q: 3 clusters Score -2.899777e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88718 members 
Mstep: Class 2 contains 137317 members 
Entering Unmasked Estep 
Score: -28997788.000000 Penalty: 6114.909180
	Iteration 38Q: 3 clusters Score -2.899779e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88221 members 
Mstep: Class 2 contains 137814 members 
Entering Unmasked Estep 
Score: -28997808.000000 Penalty: 6114.909180
	Iteration 39Q: 3 clusters Score -2.899781e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87682 members 
Mstep: Class 2 contains 138353 members 
Entering Unmasked Estep 
Score: -28997896.000000 Penalty: 6114.909180
	Iteration 40F: 3 clusters Score -2.89979e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87130 members 
Mstep: Class 2 contains 138905 members 
Entering Unmasked Estep 
Score: -28997934.000000 Penalty: 6114.909180
	Iteration 41Q: 3 clusters Score -2.899793e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86585 members 
Mstep: Class 2 contains 139450 members 
Entering Unmasked Estep 
Score: -28998050.000000 Penalty: 6114.909180
	Iteration 42Q: 3 clusters Score -2.899805e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86026 members 
Mstep: Class 2 contains 140009 members 
Entering Unmasked Estep 
Score: -28997926.000000 Penalty: 6114.909180
	Iteration 43Q: 3 clusters Score -2.899793e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85484 members 
Mstep: Class 2 contains 140551 members 
Entering Unmasked Estep 
Score: -28997878.000000 Penalty: 6114.909180
	Iteration 44Q: 3 clusters Score -2.899788e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84882 members 
Mstep: Class 2 contains 141153 members 
Entering Unmasked Estep 
Score: -28997892.000000 Penalty: 6114.909180
	Iteration 45Q: 3 clusters Score -2.899789e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84283 members 
Mstep: Class 2 contains 141752 members 
Entering Unmasked Estep 
Score: -28997938.000000 Penalty: 6114.909180
	Iteration 46Q: 3 clusters Score -2.899794e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83650 members 
Mstep: Class 2 contains 142385 members 
Entering Unmasked Estep 
Score: -28998018.000000 Penalty: 6114.909180
	Iteration 47Q: 3 clusters Score -2.899802e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82986 members 
Mstep: Class 2 contains 143049 members 
Entering Unmasked Estep 
Score: -28998132.000000 Penalty: 6114.909180
	Iteration 48Q: 3 clusters Score -2.899813e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82286 members 
Mstep: Class 2 contains 143749 members 
Entering Unmasked Estep 
Score: -28998200.000000 Penalty: 6114.909180
	Iteration 49Q: 3 clusters Score -2.89982e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81558 members 
Mstep: Class 2 contains 144477 members 
Entering Unmasked Estep 
Score: -28998180.000000 Penalty: 6114.909180
	Iteration 50Q: 3 clusters Score -2.899818e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80797 members 
Mstep: Class 2 contains 145238 members 
Entering Unmasked Estep 
Score: -28998270.000000 Penalty: 6114.909180
	Iteration 51Q: 3 clusters Score -2.899827e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80070 members 
Mstep: Class 2 contains 145965 members 
Entering Unmasked Estep 
Score: -28998348.000000 Penalty: 6114.909180
	Iteration 52Q: 3 clusters Score -2.899835e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79346 members 
Mstep: Class 2 contains 146689 members 
Entering Unmasked Estep 
Score: -28998456.000000 Penalty: 6114.909180
	Iteration 53Q: 3 clusters Score -2.899846e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78500 members 
Mstep: Class 2 contains 147535 members 
Entering Unmasked Estep 
Score: -28998538.000000 Penalty: 6114.909180
	Iteration 54Q: 3 clusters Score -2.899854e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77638 members 
Mstep: Class 2 contains 148397 members 
Entering Unmasked Estep 
Score: -28998582.000000 Penalty: 6114.909180
	Iteration 55Q: 3 clusters Score -2.899858e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76741 members 
Mstep: Class 2 contains 149294 members 
Entering Unmasked Estep 
Score: -28998684.000000 Penalty: 6114.909180
	Iteration 56Q: 3 clusters Score -2.899868e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75770 members 
Mstep: Class 2 contains 150265 members 
Entering Unmasked Estep 
Score: -28998850.000000 Penalty: 6114.909180
	Iteration 57Q: 3 clusters Score -2.899885e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74757 members 
Mstep: Class 2 contains 151278 members 
Entering Unmasked Estep 
Score: -28999018.000000 Penalty: 6114.909180
	Iteration 58Q: 3 clusters Score -2.899902e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73671 members 
Mstep: Class 2 contains 152364 members 
Entering Unmasked Estep 
Score: -28999132.000000 Penalty: 6114.909180
	Iteration 59Q: 3 clusters Score -2.899913e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72548 members 
Mstep: Class 2 contains 153487 members 
Entering Unmasked Estep 
Score: -28999264.000000 Penalty: 6114.909180
	Iteration 60F: 3 clusters Score -2.899926e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71401 members 
Mstep: Class 2 contains 154634 members 
Entering Unmasked Estep 
Score: -28999482.000000 Penalty: 6114.909180
	Iteration 61Q: 3 clusters Score -2.899948e+07 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70176 members 
Mstep: Class 2 contains 155859 members 
Entering Unmasked Estep 
Score: -28999526.000000 Penalty: 6114.909180
	Iteration 62Q: 3 clusters Score -2.899953e+07 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68875 members 
Mstep: Class 2 contains 157160 members 
Entering Unmasked Estep 
Score: -28999682.000000 Penalty: 6114.909180
	Iteration 63Q: 3 clusters Score -2.899968e+07 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67517 members 
Mstep: Class 2 contains 158518 members 
Entering Unmasked Estep 
Score: -28999914.000000 Penalty: 6114.909180
	Iteration 64Q: 3 clusters Score -2.899991e+07 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66046 members 
Mstep: Class 2 contains 159989 members 
Entering Unmasked Estep 
Score: -29000120.000000 Penalty: 6114.909180
	Iteration 65Q: 3 clusters Score -2.900012e+07 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64477 members 
Mstep: Class 2 contains 161558 members 
Entering Unmasked Estep 
Score: -29000424.000000 Penalty: 6114.909180
	Iteration 66Q: 3 clusters Score -2.900042e+07 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62775 members 
Mstep: Class 2 contains 163260 members 
Entering Unmasked Estep 
Score: -29000808.000000 Penalty: 6114.909180
	Iteration 67Q: 3 clusters Score -2.900081e+07 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60890 members 
Mstep: Class 2 contains 165145 members 
Entering Unmasked Estep 
Score: -29001172.000000 Penalty: 6114.909180
	Iteration 68Q: 3 clusters Score -2.900117e+07 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58808 members 
Mstep: Class 2 contains 167227 members 
Entering Unmasked Estep 
Score: -29001716.000000 Penalty: 6114.909180
	Iteration 69Q: 3 clusters Score -2.900172e+07 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56495 members 
Mstep: Class 2 contains 169540 members 
Entering Unmasked Estep 
Score: -29002586.000000 Penalty: 6114.909180
	Iteration 70Q: 3 clusters Score -2.900259e+07 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54083 members 
Mstep: Class 2 contains 171952 members 
Entering Unmasked Estep 
Score: -29003278.000000 Penalty: 6114.909180
	Iteration 71Q: 3 clusters Score -2.900328e+07 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51682 members 
Mstep: Class 2 contains 174353 members 
Entering Unmasked Estep 
Score: -29003918.000000 Penalty: 6114.909180
	Iteration 72Q: 3 clusters Score -2.900392e+07 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49171 members 
Mstep: Class 2 contains 176864 members 
Entering Unmasked Estep 
Score: -29004594.000000 Penalty: 6114.909180
	Iteration 73Q: 3 clusters Score -2.900459e+07 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46572 members 
Mstep: Class 2 contains 179463 members 
Entering Unmasked Estep 
Score: -29004934.000000 Penalty: 6114.909180
	Iteration 74Q: 3 clusters Score -2.900493e+07 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44004 members 
Mstep: Class 2 contains 182031 members 
Entering Unmasked Estep 
Score: -29005270.000000 Penalty: 6114.909180
	Iteration 75Q: 3 clusters Score -2.900527e+07 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41434 members 
Mstep: Class 2 contains 184601 members 
Entering Unmasked Estep 
Score: -29005440.000000 Penalty: 6114.909180
	Iteration 76Q: 3 clusters Score -2.900544e+07 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38969 members 
Mstep: Class 2 contains 187066 members 
Entering Unmasked Estep 
Score: -29005510.000000 Penalty: 6114.909180
	Iteration 77Q: 3 clusters Score -2.900551e+07 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36579 members 
Mstep: Class 2 contains 189456 members 
Entering Unmasked Estep 
Score: -29005514.000000 Penalty: 6114.909180
	Iteration 78Q: 3 clusters Score -2.900551e+07 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34426 members 
Mstep: Class 2 contains 191609 members 
Entering Unmasked Estep 
Score: -29005386.000000 Penalty: 6114.909180
	Iteration 79Q: 3 clusters Score -2.900539e+07 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32492 members 
Mstep: Class 2 contains 193543 members 
Entering Unmasked Estep 
Score: -29005292.000000 Penalty: 6114.909180
	Iteration 80F: 3 clusters Score -2.900529e+07 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30712 members 
Mstep: Class 2 contains 195323 members 
Entering Unmasked Estep 
Score: -29005042.000000 Penalty: 6114.909180
	Iteration 81Q: 3 clusters Score -2.900504e+07 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29040 members 
Mstep: Class 2 contains 196995 members 
Entering Unmasked Estep 
Score: -29004462.000000 Penalty: 6114.909180
	Iteration 82Q: 3 clusters Score -2.900446e+07 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27582 members 
Mstep: Class 2 contains 198453 members 
Entering Unmasked Estep 
Score: -29004068.000000 Penalty: 6114.909180
	Iteration 83Q: 3 clusters Score -2.900407e+07 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26299 members 
Mstep: Class 2 contains 199736 members 
Entering Unmasked Estep 
Score: -29003728.000000 Penalty: 6114.909180
	Iteration 84Q: 3 clusters Score -2.900373e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25109 members 
Mstep: Class 2 contains 200926 members 
Entering Unmasked Estep 
Score: -29003382.000000 Penalty: 6114.909180
	Iteration 85Q: 3 clusters Score -2.900338e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24049 members 
Mstep: Class 2 contains 201986 members 
Entering Unmasked Estep 
Score: -29003000.000000 Penalty: 6114.909180
	Iteration 86Q: 3 clusters Score -2.9003e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23139 members 
Mstep: Class 2 contains 202896 members 
Entering Unmasked Estep 
Score: -29002716.000000 Penalty: 6114.909180
	Iteration 87Q: 3 clusters Score -2.900272e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22319 members 
Mstep: Class 2 contains 203716 members 
Entering Unmasked Estep 
Score: -29002430.000000 Penalty: 6114.909180
	Iteration 88Q: 3 clusters Score -2.900243e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21622 members 
Mstep: Class 2 contains 204413 members 
Entering Unmasked Estep 
Score: -29002068.000000 Penalty: 6114.909180
	Iteration 89Q: 3 clusters Score -2.900207e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20975 members 
Mstep: Class 2 contains 205060 members 
Entering Unmasked Estep 
Score: -29001736.000000 Penalty: 6114.909180
	Iteration 90Q: 3 clusters Score -2.900174e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20381 members 
Mstep: Class 2 contains 205654 members 
Entering Unmasked Estep 
Score: -29001488.000000 Penalty: 6114.909180
	Iteration 91Q: 3 clusters Score -2.900149e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19882 members 
Mstep: Class 2 contains 206153 members 
Entering Unmasked Estep 
Score: -29001268.000000 Penalty: 6114.909180
	Iteration 92Q: 3 clusters Score -2.900127e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19429 members 
Mstep: Class 2 contains 206606 members 
Entering Unmasked Estep 
Score: -29001058.000000 Penalty: 6114.909180
	Iteration 93Q: 3 clusters Score -2.900106e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18998 members 
Mstep: Class 2 contains 207037 members 
Entering Unmasked Estep 
Score: -29000778.000000 Penalty: 6114.909180
	Iteration 94Q: 3 clusters Score -2.900078e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18634 members 
Mstep: Class 2 contains 207401 members 
Entering Unmasked Estep 
Score: -29000680.000000 Penalty: 6114.909180
	Iteration 95Q: 3 clusters Score -2.900068e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18283 members 
Mstep: Class 2 contains 207752 members 
Entering Unmasked Estep 
Score: -29000474.000000 Penalty: 6114.909180
	Iteration 96Q: 3 clusters Score -2.900047e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17982 members 
Mstep: Class 2 contains 208053 members 
Entering Unmasked Estep 
Score: -29000322.000000 Penalty: 6114.909180
	Iteration 97Q: 3 clusters Score -2.900032e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17708 members 
Mstep: Class 2 contains 208327 members 
Entering Unmasked Estep 
Score: -29000258.000000 Penalty: 6114.909180
	Iteration 98Q: 3 clusters Score -2.900026e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17446 members 
Mstep: Class 2 contains 208589 members 
Entering Unmasked Estep 
Score: -29000132.000000 Penalty: 6114.909180
	Iteration 99Q: 3 clusters Score -2.900013e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17200 members 
Mstep: Class 2 contains 208835 members 
Entering Unmasked Estep 
Score: -28999994.000000 Penalty: 6114.909180
	Iteration 100F: 3 clusters Score -2.899999e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16964 members 
Mstep: Class 2 contains 209071 members 
Entering Unmasked Estep 
Score: -28999918.000000 Penalty: 6114.909180
	Iteration 101Q: 3 clusters Score -2.899992e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16739 members 
Mstep: Class 2 contains 209296 members 
Entering Unmasked Estep 
Score: -28999786.000000 Penalty: 6114.909180
	Iteration 102Q: 3 clusters Score -2.899979e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16531 members 
Mstep: Class 2 contains 209504 members 
Entering Unmasked Estep 
Score: -28999698.000000 Penalty: 6114.909180
	Iteration 103Q: 3 clusters Score -2.89997e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16337 members 
Mstep: Class 2 contains 209698 members 
Entering Unmasked Estep 
Score: -28999586.000000 Penalty: 6114.909180
	Iteration 104Q: 3 clusters Score -2.899959e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16149 members 
Mstep: Class 2 contains 209886 members 
Entering Unmasked Estep 
Score: -28999504.000000 Penalty: 6114.909180
	Iteration 105Q: 3 clusters Score -2.89995e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15977 members 
Mstep: Class 2 contains 210058 members 
Entering Unmasked Estep 
Score: -28999442.000000 Penalty: 6114.909180
	Iteration 106Q: 3 clusters Score -2.899944e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15836 members 
Mstep: Class 2 contains 210199 members 
Entering Unmasked Estep 
Score: -28999394.000000 Penalty: 6114.909180
	Iteration 107Q: 3 clusters Score -2.899939e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15720 members 
Mstep: Class 2 contains 210315 members 
Entering Unmasked Estep 
Score: -28999332.000000 Penalty: 6114.909180
	Iteration 108Q: 3 clusters Score -2.899933e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15582 members 
Mstep: Class 2 contains 210453 members 
Entering Unmasked Estep 
Score: -28999250.000000 Penalty: 6114.909180
	Iteration 109Q: 3 clusters Score -2.899925e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15447 members 
Mstep: Class 2 contains 210588 members 
Entering Unmasked Estep 
Score: -28999178.000000 Penalty: 6114.909180
	Iteration 110Q: 3 clusters Score -2.899918e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15333 members 
Mstep: Class 2 contains 210702 members 
Entering Unmasked Estep 
Score: -28999160.000000 Penalty: 6114.909180
	Iteration 111Q: 3 clusters Score -2.899916e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15221 members 
Mstep: Class 2 contains 210814 members 
Entering Unmasked Estep 
Score: -28999062.000000 Penalty: 6114.909180
	Iteration 112Q: 3 clusters Score -2.899906e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15130 members 
Mstep: Class 2 contains 210905 members 
Entering Unmasked Estep 
Score: -28999086.000000 Penalty: 6114.909180
	Iteration 113Q: 3 clusters Score -2.899909e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15053 members 
Mstep: Class 2 contains 210982 members 
Entering Unmasked Estep 
Score: -28999028.000000 Penalty: 6114.909180
	Iteration 114Q: 3 clusters Score -2.899903e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14979 members 
Mstep: Class 2 contains 211056 members 
Entering Unmasked Estep 
Score: -28998988.000000 Penalty: 6114.909180
	Iteration 115Q: 3 clusters Score -2.899899e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14904 members 
Mstep: Class 2 contains 211131 members 
Entering Unmasked Estep 
Score: -28998964.000000 Penalty: 6114.909180
	Iteration 116Q: 3 clusters Score -2.899896e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14831 members 
Mstep: Class 2 contains 211204 members 
Entering Unmasked Estep 
Score: -28998870.000000 Penalty: 6114.909180
	Iteration 117Q: 3 clusters Score -2.899887e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14769 members 
Mstep: Class 2 contains 211266 members 
Entering Unmasked Estep 
Score: -28998840.000000 Penalty: 6114.909180
	Iteration 118Q: 3 clusters Score -2.899884e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14702 members 
Mstep: Class 2 contains 211333 members 
Entering Unmasked Estep 
Score: -28998816.000000 Penalty: 6114.909180
	Iteration 119Q: 3 clusters Score -2.899882e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14640 members 
Mstep: Class 2 contains 211395 members 
Entering Unmasked Estep 
Score: -28998792.000000 Penalty: 6114.909180
	Iteration 120F: 3 clusters Score -2.899879e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14585 members 
Mstep: Class 2 contains 211450 members 
Entering Unmasked Estep 
Score: -28998776.000000 Penalty: 6114.909180
	Iteration 121Q: 3 clusters Score -2.899878e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14532 members 
Mstep: Class 2 contains 211503 members 
Entering Unmasked Estep 
Score: -28998736.000000 Penalty: 6114.909180
	Iteration 122Q: 3 clusters Score -2.899874e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14494 members 
Mstep: Class 2 contains 211541 members 
Entering Unmasked Estep 
Score: -28998736.000000 Penalty: 6114.909180
	Iteration 123Q: 3 clusters Score -2.899874e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14463 members 
Mstep: Class 2 contains 211572 members 
Entering Unmasked Estep 
Score: -28998736.000000 Penalty: 6114.909180
	Iteration 124Q: 3 clusters Score -2.899874e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14421 members 
Mstep: Class 2 contains 211614 members 
Entering Unmasked Estep 
Score: -28998724.000000 Penalty: 6114.909180
	Iteration 125Q: 3 clusters Score -2.899872e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14380 members 
Mstep: Class 2 contains 211655 members 
Entering Unmasked Estep 
Score: -28998688.000000 Penalty: 6114.909180
	Iteration 126Q: 3 clusters Score -2.899869e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14345 members 
Mstep: Class 2 contains 211690 members 
Entering Unmasked Estep 
Score: -28998654.000000 Penalty: 6114.909180
	Iteration 127Q: 3 clusters Score -2.899865e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14305 members 
Mstep: Class 2 contains 211730 members 
Entering Unmasked Estep 
Score: -28998624.000000 Penalty: 6114.909180
	Iteration 128Q: 3 clusters Score -2.899862e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14267 members 
Mstep: Class 2 contains 211768 members 
Entering Unmasked Estep 
Score: -28998600.000000 Penalty: 6114.909180
	Iteration 129Q: 3 clusters Score -2.89986e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14227 members 
Mstep: Class 2 contains 211808 members 
Entering Unmasked Estep 
Score: -28998562.000000 Penalty: 6114.909180
	Iteration 130Q: 3 clusters Score -2.899856e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14196 members 
Mstep: Class 2 contains 211839 members 
Entering Unmasked Estep 
Score: -28998518.000000 Penalty: 6114.909180
	Iteration 131Q: 3 clusters Score -2.899852e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14156 members 
Mstep: Class 2 contains 211879 members 
Entering Unmasked Estep 
Score: -28998476.000000 Penalty: 6114.909180
	Iteration 132Q: 3 clusters Score -2.899848e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14125 members 
Mstep: Class 2 contains 211910 members 
Entering Unmasked Estep 
Score: -28998464.000000 Penalty: 6114.909180
	Iteration 133Q: 3 clusters Score -2.899846e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14104 members 
Mstep: Class 2 contains 211931 members 
Entering Unmasked Estep 
Score: -28998432.000000 Penalty: 6114.909180
	Iteration 134Q: 3 clusters Score -2.899843e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14090 members 
Mstep: Class 2 contains 211945 members 
Entering Unmasked Estep 
Score: -28998432.000000 Penalty: 6114.909180
	Iteration 135Q: 3 clusters Score -2.899843e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14078 members 
Mstep: Class 2 contains 211957 members 
Entering Unmasked Estep 
Score: -28998408.000000 Penalty: 6114.909180
	Iteration 136Q: 3 clusters Score -2.899841e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14055 members 
Mstep: Class 2 contains 211980 members 
Entering Unmasked Estep 
Score: -28998400.000000 Penalty: 6114.909180
	Iteration 137Q: 3 clusters Score -2.89984e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14033 members 
Mstep: Class 2 contains 212002 members 
Entering Unmasked Estep 
Score: -28998394.000000 Penalty: 6114.909180
	Iteration 138Q: 3 clusters Score -2.899839e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14015 members 
Mstep: Class 2 contains 212020 members 
Entering Unmasked Estep 
Score: -28998406.000000 Penalty: 6114.909180
	Iteration 139Q: 3 clusters Score -2.899841e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13991 members 
Mstep: Class 2 contains 212044 members 
Entering Unmasked Estep 
Score: -28998376.000000 Penalty: 6114.909180
	Iteration 140F: 3 clusters Score -2.899838e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13974 members 
Mstep: Class 2 contains 212061 members 
Entering Unmasked Estep 
Score: -28998368.000000 Penalty: 6114.909180
	Iteration 141Q: 3 clusters Score -2.899837e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13944 members 
Mstep: Class 2 contains 212091 members 
Entering Unmasked Estep 
Score: -28998354.000000 Penalty: 6114.909180
	Iteration 142Q: 3 clusters Score -2.899835e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13911 members 
Mstep: Class 2 contains 212124 members 
Entering Unmasked Estep 
Score: -28998362.000000 Penalty: 6114.909180
	Iteration 143Q: 3 clusters Score -2.899836e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13874 members 
Mstep: Class 2 contains 212161 members 
Entering Unmasked Estep 
Score: -28998402.000000 Penalty: 6114.909180
	Iteration 144Q: 3 clusters Score -2.89984e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13821 members 
Mstep: Class 2 contains 212214 members 
Entering Unmasked Estep 
Score: -28998336.000000 Penalty: 6114.909180
	Iteration 145Q: 3 clusters Score -2.899834e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13776 members 
Mstep: Class 2 contains 212259 members 
Entering Unmasked Estep 
Score: -28998328.000000 Penalty: 6114.909180
	Iteration 146Q: 3 clusters Score -2.899833e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13738 members 
Mstep: Class 2 contains 212297 members 
Entering Unmasked Estep 
Score: -28998292.000000 Penalty: 6114.909180
	Iteration 147Q: 3 clusters Score -2.899829e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13702 members 
Mstep: Class 2 contains 212333 members 
Entering Unmasked Estep 
Score: -28998270.000000 Penalty: 6114.909180
	Iteration 148Q: 3 clusters Score -2.899827e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13669 members 
Mstep: Class 2 contains 212366 members 
Entering Unmasked Estep 
Score: -28998260.000000 Penalty: 6114.909180
	Iteration 149Q: 3 clusters Score -2.899826e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13634 members 
Mstep: Class 2 contains 212401 members 
Entering Unmasked Estep 
Score: -28998236.000000 Penalty: 6114.909180
	Iteration 150Q: 3 clusters Score -2.899824e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13599 members 
Mstep: Class 2 contains 212436 members 
Entering Unmasked Estep 
Score: -28998252.000000 Penalty: 6114.909180
	Iteration 151Q: 3 clusters Score -2.899825e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13558 members 
Mstep: Class 2 contains 212477 members 
Entering Unmasked Estep 
Score: -28998274.000000 Penalty: 6114.909180
	Iteration 152Q: 3 clusters Score -2.899827e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13516 members 
Mstep: Class 2 contains 212519 members 
Entering Unmasked Estep 
Score: -28998208.000000 Penalty: 6114.909180
	Iteration 153Q: 3 clusters Score -2.899821e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13491 members 
Mstep: Class 2 contains 212544 members 
Entering Unmasked Estep 
Score: -28998198.000000 Penalty: 6114.909180
	Iteration 154Q: 3 clusters Score -2.89982e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13472 members 
Mstep: Class 2 contains 212563 members 
Entering Unmasked Estep 
Score: -28998204.000000 Penalty: 6114.909180
	Iteration 155Q: 3 clusters Score -2.89982e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13460 members 
Mstep: Class 2 contains 212575 members 
Entering Unmasked Estep 
Score: -28998194.000000 Penalty: 6114.909180
	Iteration 156Q: 3 clusters Score -2.899819e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13443 members 
Mstep: Class 2 contains 212592 members 
Entering Unmasked Estep 
Score: -28998192.000000 Penalty: 6114.909180
	Iteration 157Q: 3 clusters Score -2.899819e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13428 members 
Mstep: Class 2 contains 212607 members 
Entering Unmasked Estep 
Score: -28998192.000000 Penalty: 6114.909180
	Iteration 158Q: 3 clusters Score -2.899819e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13414 members 
Mstep: Class 2 contains 212621 members 
Entering Unmasked Estep 
Score: -28998178.000000 Penalty: 6114.909180
	Iteration 159Q: 3 clusters Score -2.899818e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13393 members 
Mstep: Class 2 contains 212642 members 
Entering Unmasked Estep 
Score: -28998106.000000 Penalty: 6114.909180
	Iteration 160F: 3 clusters Score -2.899811e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13381 members 
Mstep: Class 2 contains 212654 members 
Entering Unmasked Estep 
Score: -28998116.000000 Penalty: 6114.909180
	Iteration 161Q: 3 clusters Score -2.899812e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13363 members 
Mstep: Class 2 contains 212672 members 
Entering Unmasked Estep 
Score: -28998108.000000 Penalty: 6114.909180
	Iteration 162Q: 3 clusters Score -2.899811e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13339 members 
Mstep: Class 2 contains 212696 members 
Entering Unmasked Estep 
Score: -28998126.000000 Penalty: 6114.909180
	Iteration 163Q: 3 clusters Score -2.899813e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13314 members 
Mstep: Class 2 contains 212721 members 
Entering Unmasked Estep 
Score: -28998070.000000 Penalty: 6114.909180
	Iteration 164Q: 3 clusters Score -2.899807e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13294 members 
Mstep: Class 2 contains 212741 members 
Entering Unmasked Estep 
Score: -28998070.000000 Penalty: 6114.909180
	Iteration 165Q: 3 clusters Score -2.899807e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13278 members 
Mstep: Class 2 contains 212757 members 
Entering Unmasked Estep 
Score: -28998046.000000 Penalty: 6114.909180
	Iteration 166Q: 3 clusters Score -2.899805e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13265 members 
Mstep: Class 2 contains 212770 members 
Entering Unmasked Estep 
Score: -28998040.000000 Penalty: 6114.909180
	Iteration 167Q: 3 clusters Score -2.899804e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13256 members 
Mstep: Class 2 contains 212779 members 
Entering Unmasked Estep 
Score: -28998036.000000 Penalty: 6114.909180
	Iteration 168Q: 3 clusters Score -2.899804e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13250 members 
Mstep: Class 2 contains 212785 members 
Entering Unmasked Estep 
Score: -28998020.000000 Penalty: 6114.909180
	Iteration 169Q: 3 clusters Score -2.899802e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13245 members 
Mstep: Class 2 contains 212790 members 
Entering Unmasked Estep 
Score: -28998016.000000 Penalty: 6114.909180
	Iteration 170Q: 3 clusters Score -2.899802e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13243 members 
Mstep: Class 2 contains 212792 members 
Entering Unmasked Estep 
Score: -28998020.000000 Penalty: 6114.909180
	Iteration 171Q: 3 clusters Score -2.899802e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13241 members 
Mstep: Class 2 contains 212794 members 
Entering Unmasked Estep 
Score: -28998018.000000 Penalty: 6114.909180
	Iteration 172Q: 3 clusters Score -2.899802e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13239 members 
Mstep: Class 2 contains 212796 members 
Entering Unmasked Estep 
Score: -28998010.000000 Penalty: 6114.909180
	Iteration 173Q: 3 clusters Score -2.899801e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13237 members 
Mstep: Class 2 contains 212798 members 
Entering Unmasked Estep 
Score: -28998016.000000 Penalty: 6114.909180
	Iteration 174Q: 3 clusters Score -2.899802e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13236 members 
Mstep: Class 2 contains 212799 members 
Entering Unmasked Estep 
Score: -28998016.000000 Penalty: 6114.909180
	Iteration 175Q: 3 clusters Score -2.899802e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13233 members 
Mstep: Class 2 contains 212802 members 
Entering Unmasked Estep 
Score: -28998010.000000 Penalty: 6114.909180
	Iteration 176Q: 3 clusters Score -2.899801e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13230 members 
Mstep: Class 2 contains 212805 members 
Entering Unmasked Estep 
Score: -28997998.000000 Penalty: 6114.909180
	Iteration 177Q: 3 clusters Score -2.8998e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13227 members 
Mstep: Class 2 contains 212808 members 
Entering Unmasked Estep 
Score: -28998002.000000 Penalty: 6114.909180
	Iteration 178Q: 3 clusters Score -2.8998e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13219 members 
Mstep: Class 2 contains 212816 members 
Entering Unmasked Estep 
Score: -28998010.000000 Penalty: 6114.909180
	Iteration 179Q: 3 clusters Score -2.899801e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13209 members 
Mstep: Class 2 contains 212826 members 
Entering Unmasked Estep 
Score: -28998004.000000 Penalty: 6114.909180
	Iteration 180F: 3 clusters Score -2.8998e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13195 members 
Mstep: Class 2 contains 212840 members 
Entering Unmasked Estep 
Score: -28998020.000000 Penalty: 6114.909180
	Iteration 181Q: 3 clusters Score -2.899802e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13187 members 
Mstep: Class 2 contains 212848 members 
Entering Unmasked Estep 
Score: -28997998.000000 Penalty: 6114.909180
	Iteration 182Q: 3 clusters Score -2.8998e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13182 members 
Mstep: Class 2 contains 212853 members 
Entering Unmasked Estep 
Score: -28997998.000000 Penalty: 6114.909180
	Iteration 183Q: 3 clusters Score -2.8998e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13178 members 
Mstep: Class 2 contains 212857 members 
Entering Unmasked Estep 
Score: -28998002.000000 Penalty: 6114.909180
	Iteration 184Q: 3 clusters Score -2.8998e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13176 members 
Mstep: Class 2 contains 212859 members 
Entering Unmasked Estep 
Score: -28998008.000000 Penalty: 6114.909180
	Iteration 185Q: 3 clusters Score -2.899801e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13174 members 
Mstep: Class 2 contains 212861 members 
Entering Unmasked Estep 
Score: -28998002.000000 Penalty: 6114.909180
	Iteration 186Q: 3 clusters Score -2.8998e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13170 members 
Mstep: Class 2 contains 212865 members 
Entering Unmasked Estep 
Score: -28997992.000000 Penalty: 6114.909180
	Iteration 187Q: 3 clusters Score -2.899799e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13167 members 
Mstep: Class 2 contains 212868 members 
Entering Unmasked Estep 
Score: -28997976.000000 Penalty: 6114.909180
	Iteration 188Q: 3 clusters Score -2.899798e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13162 members 
Mstep: Class 2 contains 212873 members 
Entering Unmasked Estep 
Score: -28997992.000000 Penalty: 6114.909180
	Iteration 189Q: 3 clusters Score -2.899799e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13157 members 
Mstep: Class 2 contains 212878 members 
Entering Unmasked Estep 
Score: -28997998.000000 Penalty: 6114.909180
	Iteration 190Q: 3 clusters Score -2.8998e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13152 members 
Mstep: Class 2 contains 212883 members 
Entering Unmasked Estep 
Score: -28997974.000000 Penalty: 6114.909180
	Iteration 191Q: 3 clusters Score -2.899797e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13143 members 
Mstep: Class 2 contains 212892 members 
Entering Unmasked Estep 
Score: -28997990.000000 Penalty: 6114.909180
	Iteration 192Q: 3 clusters Score -2.899799e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13133 members 
Mstep: Class 2 contains 212902 members 
Entering Unmasked Estep 
Score: -28997980.000000 Penalty: 6114.909180
	Iteration 193Q: 3 clusters Score -2.899798e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13122 members 
Mstep: Class 2 contains 212913 members 
Entering Unmasked Estep 
Score: -28998012.000000 Penalty: 6114.909180
	Iteration 194Q: 3 clusters Score -2.899801e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13104 members 
Mstep: Class 2 contains 212931 members 
Entering Unmasked Estep 
Score: -28997998.000000 Penalty: 6114.909180
	Iteration 195Q: 3 clusters Score -2.8998e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13088 members 
Mstep: Class 2 contains 212947 members 
Entering Unmasked Estep 
Score: -28997978.000000 Penalty: 6114.909180
	Iteration 196Q: 3 clusters Score -2.899798e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13074 members 
Mstep: Class 2 contains 212961 members 
Entering Unmasked Estep 
Score: -28997984.000000 Penalty: 6114.909180
	Iteration 197Q: 3 clusters Score -2.899798e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13063 members 
Mstep: Class 2 contains 212972 members 
Entering Unmasked Estep 
Score: -28997978.000000 Penalty: 6114.909180
	Iteration 198Q: 3 clusters Score -2.899798e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13045 members 
Mstep: Class 2 contains 212990 members 
Entering Unmasked Estep 
Score: -28997944.000000 Penalty: 6114.909180
	Iteration 199Q: 3 clusters Score -2.899794e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13026 members 
Mstep: Class 2 contains 213009 members 
Entering Unmasked Estep 
Score: -28997960.000000 Penalty: 6114.909180
	Iteration 200F: 3 clusters Score -2.899796e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13012 members 
Mstep: Class 2 contains 213023 members 
Entering Unmasked Estep 
Score: -28997932.000000 Penalty: 6114.909180
	Iteration 201Q: 3 clusters Score -2.899793e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13003 members 
Mstep: Class 2 contains 213032 members 
Entering Unmasked Estep 
Score: -28997918.000000 Penalty: 6114.909180
	Iteration 202Q: 3 clusters Score -2.899792e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12989 members 
Mstep: Class 2 contains 213046 members 
Entering Unmasked Estep 
Score: -28997910.000000 Penalty: 6114.909180
	Iteration 203Q: 3 clusters Score -2.899791e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12974 members 
Mstep: Class 2 contains 213061 members 
Entering Unmasked Estep 
Score: -28997900.000000 Penalty: 6114.909180
	Iteration 204Q: 3 clusters Score -2.89979e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12962 members 
Mstep: Class 2 contains 213073 members 
Entering Unmasked Estep 
Score: -28997872.000000 Penalty: 6114.909180
	Iteration 205Q: 3 clusters Score -2.899787e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12952 members 
Mstep: Class 2 contains 213083 members 
Entering Unmasked Estep 
Score: -28997850.000000 Penalty: 6114.909180
	Iteration 206Q: 3 clusters Score -2.899785e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12946 members 
Mstep: Class 2 contains 213089 members 
Entering Unmasked Estep 
Score: -28997860.000000 Penalty: 6114.909180
	Iteration 207Q: 3 clusters Score -2.899786e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12937 members 
Mstep: Class 2 contains 213098 members 
Entering Unmasked Estep 
Score: -28997850.000000 Penalty: 6114.909180
	Iteration 208Q: 3 clusters Score -2.899785e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12932 members 
Mstep: Class 2 contains 213103 members 
Entering Unmasked Estep 
Score: -28997860.000000 Penalty: 6114.909180
	Iteration 209Q: 3 clusters Score -2.899786e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12927 members 
Mstep: Class 2 contains 213108 members 
Entering Unmasked Estep 
Score: -28997858.000000 Penalty: 6114.909180
	Iteration 210Q: 3 clusters Score -2.899786e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12923 members 
Mstep: Class 2 contains 213112 members 
Entering Unmasked Estep 
Score: -28997862.000000 Penalty: 6114.909180
	Iteration 211Q: 3 clusters Score -2.899786e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12921 members 
Mstep: Class 2 contains 213114 members 
Entering Unmasked Estep 
Score: -28997872.000000 Penalty: 6114.909180
	Iteration 212Q: 3 clusters Score -2.899787e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12921 members 
Mstep: Class 2 contains 213114 members 
Entering Unmasked Estep 
Score: -28997876.000000 Penalty: 6114.909180
	Iteration 213Q: 3 clusters Score -2.899788e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12920 members 
Mstep: Class 2 contains 213115 members 
Entering Unmasked Estep 
Score: -28997866.000000 Penalty: 6114.909180
	Iteration 214Q: 3 clusters Score -2.899787e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12920 members 
Mstep: Class 2 contains 213115 members 
Entering Unmasked Estep 
Score: -28997866.000000 Penalty: 6114.909180
	Iteration 215F: 3 clusters Score -2.899787e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 355 members 
Mstep: Class 1 contains 12920 members 
Mstep: Class 2 contains 11149 members 
Mstep: Class 3 contains 13445 members 
Mstep: Class 4 contains 236042 members 
Mstep: Class 5 contains 4161 members 
Mstep: Class 6 contains 8985 members 
Mstep: Class 7 contains 21546 members 
Mstep: Class 8 contains 15356 members 
Mstep: Class 9 contains 76043 members 
Mstep: Class 10 contains 80590 members 
Mstep: Class 11 contains 58337 members 
Mstep: Class 12 contains 4612 members 
Mstep: Class 13 contains 63244 members 
Mstep: Class 14 contains 48922 members 
Mstep: Class 15 contains 213115 members 
Mstep: Class 16 contains 51807 members 
Mstep: Class 17 contains 1339 members 
Mstep: Class 18 contains 29347 members 
Mstep: Class 19 contains 177535 members 
Mstep: Class 20 contains 59399 members 
Entering Unmasked Estep 
Score: -147220752.000000 Penalty: 69380.437500
Splitting cluster 1 changes total score from -147215760.000000 to -147220752.000000
So it's getting split into cluster 15.
Entering ConstructFrom: 
Trying to split cluster 2 (11149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11149 members 
Entering Unmasked Estep 
Score: -1343053.000000 Penalty: 2311.138184
	Iteration 0F: 2 clusters Score -1343053 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -1334692.250000 Penalty: 4622.276367
	Iteration 0F: 3 clusters Score -1334692 nChanged 4666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -1337654.875000 Penalty: 4622.276367
	Iteration 1F: 3 clusters Score -1337655 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -1338783.375000 Penalty: 4622.276367
	Iteration 2F: 3 clusters Score -1338783 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -1340049.000000 Penalty: 4622.276367
	Iteration 3F: 3 clusters Score -1340049 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -1341406.250000 Penalty: 4622.276367
	Iteration 4F: 3 clusters Score -1341406 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -1342483.000000 Penalty: 4622.276367
	Iteration 5F: 3 clusters Score -1342483 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -1343102.000000 Penalty: 4622.276367
	Iteration 6F: 3 clusters Score -1343102 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -1343416.875000 Penalty: 4622.276367
	Iteration 7Q: 3 clusters Score -1343417 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -1343621.250000 Penalty: 4622.276367
	Iteration 8Q: 3 clusters Score -1343621 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -1343756.750000 Penalty: 4622.276367
	Iteration 9Q: 3 clusters Score -1343757 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -1343918.125000 Penalty: 4622.276367
	Iteration 10Q: 3 clusters Score -1343918 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -1344047.500000 Penalty: 4622.276367
	Iteration 11Q: 3 clusters Score -1344048 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -1344134.000000 Penalty: 4622.276367
	Iteration 12Q: 3 clusters Score -1344134 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -1344196.000000 Penalty: 4622.276367
	Iteration 13Q: 3 clusters Score -1344196 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -1344241.875000 Penalty: 4622.276367
	Iteration 14Q: 3 clusters Score -1344242 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -1344290.500000 Penalty: 4622.276367
	Iteration 15Q: 3 clusters Score -1344290 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -1344332.375000 Penalty: 4622.276367
	Iteration 16Q: 3 clusters Score -1344332 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -1344404.750000 Penalty: 4622.276367
	Iteration 17Q: 3 clusters Score -1344405 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -1344459.500000 Penalty: 4622.276367
	Iteration 18Q: 3 clusters Score -1344460 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -1344519.250000 Penalty: 4622.276367
	Iteration 19Q: 3 clusters Score -1344519 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -1344569.750000 Penalty: 4622.276367
	Iteration 20F: 3 clusters Score -1344570 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -1344614.375000 Penalty: 4622.276367
	Iteration 21Q: 3 clusters Score -1344614 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -1344643.375000 Penalty: 4622.276367
	Iteration 22Q: 3 clusters Score -1344643 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -1344666.000000 Penalty: 4622.276367
	Iteration 23Q: 3 clusters Score -1344666 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -1344677.875000 Penalty: 4622.276367
	Iteration 24Q: 3 clusters Score -1344678 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -1344685.000000 Penalty: 4622.276367
	Iteration 25Q: 3 clusters Score -1344685 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -1344695.750000 Penalty: 4622.276367
	Iteration 26Q: 3 clusters Score -1344696 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -1344708.625000 Penalty: 4622.276367
	Iteration 27Q: 3 clusters Score -1344709 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -1344709.750000 Penalty: 4622.276367
	Iteration 28Q: 3 clusters Score -1344710 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -1344718.250000 Penalty: 4622.276367
	Iteration 29Q: 3 clusters Score -1344718 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -1344719.250000 Penalty: 4622.276367
	Iteration 30Q: 3 clusters Score -1344719 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -1344729.250000 Penalty: 4622.276367
	Iteration 31Q: 3 clusters Score -1344729 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -1344729.875000 Penalty: 4622.276367
	Iteration 32Q: 3 clusters Score -1344730 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -1344737.875000 Penalty: 4622.276367
	Iteration 33Q: 3 clusters Score -1344738 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -1344741.250000 Penalty: 4622.276367
	Iteration 34Q: 3 clusters Score -1344741 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -1344742.375000 Penalty: 4622.276367
	Iteration 35Q: 3 clusters Score -1344742 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -1344745.125000 Penalty: 4622.276367
	Iteration 36Q: 3 clusters Score -1344745 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -1344749.500000 Penalty: 4622.276367
	Iteration 37Q: 3 clusters Score -1344750 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -1344753.375000 Penalty: 4622.276367
	Iteration 38Q: 3 clusters Score -1344753 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -1344760.125000 Penalty: 4622.276367
	Iteration 39Q: 3 clusters Score -1344760 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -1344767.625000 Penalty: 4622.276367
	Iteration 40F: 3 clusters Score -1344768 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -1344773.500000 Penalty: 4622.276367
	Iteration 41Q: 3 clusters Score -1344774 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -1344778.000000 Penalty: 4622.276367
	Iteration 42Q: 3 clusters Score -1344778 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -1344787.250000 Penalty: 4622.276367
	Iteration 43Q: 3 clusters Score -1344787 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -1344789.750000 Penalty: 4622.276367
	Iteration 44Q: 3 clusters Score -1344790 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -1344796.125000 Penalty: 4622.276367
	Iteration 45Q: 3 clusters Score -1344796 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -1344799.250000 Penalty: 4622.276367
	Iteration 46Q: 3 clusters Score -1344799 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -1344801.625000 Penalty: 4622.276367
	Iteration 47Q: 3 clusters Score -1344802 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -1344803.500000 Penalty: 4622.276367
	Iteration 48Q: 3 clusters Score -1344804 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -1344813.125000 Penalty: 4622.276367
	Iteration 49Q: 3 clusters Score -1344813 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -1344814.500000 Penalty: 4622.276367
	Iteration 50Q: 3 clusters Score -1344814 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -1344813.875000 Penalty: 4622.276367
	Iteration 51Q: 3 clusters Score -1344814 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -1344815.000000 Penalty: 4622.276367
	Iteration 52Q: 3 clusters Score -1344815 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -1344811.875000 Penalty: 4622.276367
	Iteration 53Q: 3 clusters Score -1344812 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -1344815.500000 Penalty: 4622.276367
	Iteration 54Q: 3 clusters Score -1344816 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -1344813.000000 Penalty: 4622.276367
	Iteration 55Q: 3 clusters Score -1344813 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -1344817.500000 Penalty: 4622.276367
	Iteration 56Q: 3 clusters Score -1344818 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -1344821.625000 Penalty: 4622.276367
	Iteration 57Q: 3 clusters Score -1344822 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -1344823.125000 Penalty: 4622.276367
	Iteration 58Q: 3 clusters Score -1344823 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -1344823.250000 Penalty: 4622.276367
	Iteration 59Q: 3 clusters Score -1344823 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -1344821.875000 Penalty: 4622.276367
	Iteration 60F: 3 clusters Score -1344822 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -1344821.500000 Penalty: 4622.276367
	Iteration 61Q: 3 clusters Score -1344822 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -1344822.250000 Penalty: 4622.276367
	Iteration 62Q: 3 clusters Score -1344822 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -1344825.000000 Penalty: 4622.276367
	Iteration 63Q: 3 clusters Score -1344825 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -1344825.625000 Penalty: 4622.276367
	Iteration 64Q: 3 clusters Score -1344826 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -1344828.625000 Penalty: 4622.276367
	Iteration 65Q: 3 clusters Score -1344829 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -1344830.125000 Penalty: 4622.276367
	Iteration 66Q: 3 clusters Score -1344830 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -1344826.375000 Penalty: 4622.276367
	Iteration 67Q: 3 clusters Score -1344826 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -1344826.375000 Penalty: 4622.276367
	Iteration 68Q: 3 clusters Score -1344826 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -1344833.250000 Penalty: 4622.276367
	Iteration 69Q: 3 clusters Score -1344833 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -1344839.125000 Penalty: 4622.276367
	Iteration 70Q: 3 clusters Score -1344839 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -1344844.250000 Penalty: 4622.276367
	Iteration 71Q: 3 clusters Score -1344844 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -1344843.000000 Penalty: 4622.276367
	Iteration 72Q: 3 clusters Score -1344843 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -1344850.750000 Penalty: 4622.276367
	Iteration 73Q: 3 clusters Score -1344851 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -1344866.625000 Penalty: 4622.276367
	Iteration 74Q: 3 clusters Score -1344867 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -1344880.000000 Penalty: 4622.276367
	Iteration 75Q: 3 clusters Score -1344880 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -1344911.125000 Penalty: 4622.276367
	Iteration 76Q: 3 clusters Score -1344911 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -1344944.000000 Penalty: 4622.276367
	Iteration 77Q: 3 clusters Score -1344944 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -1344985.750000 Penalty: 4622.276367
	Iteration 78Q: 3 clusters Score -1344986 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -1345024.625000 Penalty: 4622.276367
	Iteration 79Q: 3 clusters Score -1345025 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -1345069.250000 Penalty: 4622.276367
	Iteration 80F: 3 clusters Score -1345069 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -1345100.000000 Penalty: 4622.276367
	Iteration 81Q: 3 clusters Score -1345100 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -1345129.625000 Penalty: 4622.276367
	Iteration 82Q: 3 clusters Score -1345130 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -1345148.500000 Penalty: 4622.276367
	Iteration 83Q: 3 clusters Score -1345148 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -1345170.000000 Penalty: 4622.276367
	Iteration 84Q: 3 clusters Score -1345170 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -1345186.625000 Penalty: 4622.276367
	Iteration 85Q: 3 clusters Score -1345187 nChanged 63
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Mstep: Class 1 contains 5495 members 
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Entering Unmasked Estep 
Score: -1345209.625000 Penalty: 4622.276367
	Iteration 86Q: 3 clusters Score -1345210 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -1345232.500000 Penalty: 4622.276367
	Iteration 87Q: 3 clusters Score -1345232 nChanged 69
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Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -1345249.625000 Penalty: 4622.276367
	Iteration 88Q: 3 clusters Score -1345250 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -1345270.625000 Penalty: 4622.276367
	Iteration 89Q: 3 clusters Score -1345271 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -1345292.625000 Penalty: 4622.276367
	Iteration 90Q: 3 clusters Score -1345293 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -1345317.875000 Penalty: 4622.276367
	Iteration 91Q: 3 clusters Score -1345318 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -1345335.000000 Penalty: 4622.276367
	Iteration 92Q: 3 clusters Score -1345335 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -1345358.375000 Penalty: 4622.276367
	Iteration 93Q: 3 clusters Score -1345358 nChanged 61
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -1345373.375000 Penalty: 4622.276367
	Iteration 94Q: 3 clusters Score -1345373 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -1345391.625000 Penalty: 4622.276367
	Iteration 95Q: 3 clusters Score -1345392 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -1345409.750000 Penalty: 4622.276367
	Iteration 96Q: 3 clusters Score -1345410 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -1345432.000000 Penalty: 4622.276367
	Iteration 97Q: 3 clusters Score -1345432 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -1345452.250000 Penalty: 4622.276367
	Iteration 98Q: 3 clusters Score -1345452 nChanged 57
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -1345469 nChanged 63
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -1345498.500000 Penalty: 4622.276367
	Iteration 100F: 3 clusters Score -1345498 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -1345550 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -1345614.875000 Penalty: 4622.276367
	Iteration 102Q: 3 clusters Score -1345615 nChanged 96
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Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -1345746.500000 Penalty: 4622.276367
	Iteration 103Q: 3 clusters Score -1345746 nChanged 142
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Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -1345929.125000 Penalty: 4622.276367
	Iteration 104Q: 3 clusters Score -1345929 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -1346180.500000 Penalty: 4622.276367
	Iteration 105Q: 3 clusters Score -1346180 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -1346601.625000 Penalty: 4622.276367
	Iteration 106Q: 3 clusters Score -1346602 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -1346966.750000 Penalty: 4622.276367
	Iteration 107Q: 3 clusters Score -1346967 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -1347107.375000 Penalty: 4622.276367
	Iteration 108Q: 3 clusters Score -1347107 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -1347162.500000 Penalty: 4622.276367
	Iteration 109Q: 3 clusters Score -1347162 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -1347184.000000 Penalty: 4622.276367
	Iteration 110Q: 3 clusters Score -1347184 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -1347194.500000 Penalty: 4622.276367
	Iteration 111Q: 3 clusters Score -1347194 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -1347199.500000 Penalty: 4622.276367
	Iteration 112Q: 3 clusters Score -1347200 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -1347199.125000 Penalty: 4622.276367
	Iteration 113Q: 3 clusters Score -1347199 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -1347197.375000 Penalty: 4622.276367
	Iteration 114Q: 3 clusters Score -1347197 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -1347201.250000 Penalty: 4622.276367
	Iteration 115Q: 3 clusters Score -1347201 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -1347202.000000 Penalty: 4622.276367
	Iteration 116Q: 3 clusters Score -1347202 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -1347201.750000 Penalty: 4622.276367
	Iteration 117Q: 3 clusters Score -1347202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -1347202.125000 Penalty: 4622.276367
	Iteration 118Q: 3 clusters Score -1347202 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -1347202.250000 Penalty: 4622.276367
	Iteration 119F: 3 clusters Score -1347202 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -1347202.500000 Penalty: 4622.276367
	Iteration 120F: 3 clusters Score -1347202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -1347203.625000 Penalty: 4622.276367
	Iteration 121Q: 3 clusters Score -1347204 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -1347206.625000 Penalty: 4622.276367
	Iteration 122Q: 3 clusters Score -1347207 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -1347206.625000 Penalty: 4622.276367
	Iteration 123F: 3 clusters Score -1347207 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 355 members 
Mstep: Class 1 contains 12920 members 
Mstep: Class 2 contains 6629 members 
Mstep: Class 3 contains 13445 members 
Mstep: Class 4 contains 236042 members 
Mstep: Class 5 contains 4161 members 
Mstep: Class 6 contains 8985 members 
Mstep: Class 7 contains 21546 members 
Mstep: Class 8 contains 15356 members 
Mstep: Class 9 contains 76043 members 
Mstep: Class 10 contains 80590 members 
Mstep: Class 11 contains 58337 members 
Mstep: Class 12 contains 4612 members 
Mstep: Class 13 contains 63244 members 
Mstep: Class 14 contains 48922 members 
Mstep: Class 15 contains 213115 members 
Mstep: Class 16 contains 51807 members 
Mstep: Class 17 contains 1339 members 
Mstep: Class 18 contains 29347 members 
Mstep: Class 19 contains 177535 members 
Mstep: Class 20 contains 59399 members 
Mstep: Class 21 contains 4520 members 
Entering Unmasked Estep 
Score: -147224000.000000 Penalty: 72849.460938
Splitting cluster 2 changes total score from -147215760.000000 to -147224000.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 3 (13445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13445 members 
Entering Unmasked Estep 
Score: -1795873.750000 Penalty: 2357.578125
	Iteration 0F: 2 clusters Score -1795874 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -1786629.875000 Penalty: 4715.156250
	Iteration 0F: 3 clusters Score -1786630 nChanged 5901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -1799530.250000 Penalty: 4715.156250
	Iteration 1F: 3 clusters Score -1799530 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -1808159.250000 Penalty: 4715.156250
	Iteration 2F: 3 clusters Score -1808159 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
Score: -1813833.625000 Penalty: 4715.156250
	Iteration 3F: 3 clusters Score -1813834 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -1815382.000000 Penalty: 4715.156250
	Iteration 4Q: 3 clusters Score -1815382 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 10270 members 
Entering Unmasked Estep 
Score: -1816536.250000 Penalty: 4715.156250
	Iteration 5Q: 3 clusters Score -1816536 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 10422 members 
Entering Unmasked Estep 
Score: -1817009.875000 Penalty: 4715.156250
	Iteration 6Q: 3 clusters Score -1817010 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 10544 members 
Entering Unmasked Estep 
Score: -1817222.875000 Penalty: 4715.156250
	Iteration 7Q: 3 clusters Score -1817223 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 10630 members 
Entering Unmasked Estep 
Score: -1817364.875000 Penalty: 4715.156250
	Iteration 8Q: 3 clusters Score -1817365 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 10720 members 
Entering Unmasked Estep 
Score: -1817524.250000 Penalty: 4715.156250
	Iteration 9Q: 3 clusters Score -1817524 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 10807 members 
Entering Unmasked Estep 
Score: -1817774.625000 Penalty: 4715.156250
	Iteration 10Q: 3 clusters Score -1817775 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 10906 members 
Entering Unmasked Estep 
Score: -1818464.625000 Penalty: 4715.156250
	Iteration 11Q: 3 clusters Score -1818465 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 10983 members 
Entering Unmasked Estep 
Score: -1819031.500000 Penalty: 4715.156250
	Iteration 12Q: 3 clusters Score -1819032 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 11015 members 
Entering Unmasked Estep 
Score: -1819276.875000 Penalty: 4715.156250
	Iteration 13Q: 3 clusters Score -1819277 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 11037 members 
Entering Unmasked Estep 
Score: -1819371.500000 Penalty: 4715.156250
	Iteration 14Q: 3 clusters Score -1819372 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 11061 members 
Entering Unmasked Estep 
Score: -1819554.250000 Penalty: 4715.156250
	Iteration 15Q: 3 clusters Score -1819554 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 11069 members 
Entering Unmasked Estep 
Score: -1819506.625000 Penalty: 4715.156250
	Iteration 16Q: 3 clusters Score -1819507 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 11074 members 
Entering Unmasked Estep 
Score: -1819565.625000 Penalty: 4715.156250
	Iteration 17Q: 3 clusters Score -1819566 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 11081 members 
Entering Unmasked Estep 
Score: -1819703.750000 Penalty: 4715.156250
	Iteration 18Q: 3 clusters Score -1819704 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 11098 members 
Entering Unmasked Estep 
Score: -1819809.000000 Penalty: 4715.156250
	Iteration 19Q: 3 clusters Score -1819809 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 11118 members 
Entering Unmasked Estep 
Score: -1819828.125000 Penalty: 4715.156250
	Iteration 20F: 3 clusters Score -1819828 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 11120 members 
Entering Unmasked Estep 
Score: -1819844.875000 Penalty: 4715.156250
	Iteration 21Q: 3 clusters Score -1819845 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 11123 members 
Entering Unmasked Estep 
Score: -1819871.000000 Penalty: 4715.156250
	Iteration 22Q: 3 clusters Score -1819871 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 11123 members 
Entering Unmasked Estep 
Score: -1819869.750000 Penalty: 4715.156250
	Iteration 23Q: 3 clusters Score -1819870 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 11128 members 
Entering Unmasked Estep 
Score: -1819823.500000 Penalty: 4715.156250
	Iteration 24Q: 3 clusters Score -1819824 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 11132 members 
Entering Unmasked Estep 
Score: -1819880.000000 Penalty: 4715.156250
	Iteration 25Q: 3 clusters Score -1819880 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 11131 members 
Entering Unmasked Estep 
Score: -1819831.625000 Penalty: 4715.156250
	Iteration 26Q: 3 clusters Score -1819832 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 11134 members 
Entering Unmasked Estep 
Score: -1819858.375000 Penalty: 4715.156250
	Iteration 27Q: 3 clusters Score -1819858 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 11132 members 
Entering Unmasked Estep 
Score: -1819888.250000 Penalty: 4715.156250
	Iteration 28Q: 3 clusters Score -1819888 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 11130 members 
Entering Unmasked Estep 
Score: -1819807.750000 Penalty: 4715.156250
	Iteration 29Q: 3 clusters Score -1819808 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 11126 members 
Entering Unmasked Estep 
Score: -1819851.375000 Penalty: 4715.156250
	Iteration 30Q: 3 clusters Score -1819851 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 11129 members 
Entering Unmasked Estep 
Score: -1819856.750000 Penalty: 4715.156250
	Iteration 31Q: 3 clusters Score -1819857 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 11132 members 
Entering Unmasked Estep 
Score: -1819851.375000 Penalty: 4715.156250
	Iteration 32Q: 3 clusters Score -1819851 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 11129 members 
Entering Unmasked Estep 
Score: -1819862.500000 Penalty: 4715.156250
	Iteration 33Q: 3 clusters Score -1819862 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 11129 members 
Entering Unmasked Estep 
Score: -1819869.250000 Penalty: 4715.156250
	Iteration 34Q: 3 clusters Score -1819869 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 11128 members 
Entering Unmasked Estep 
Score: -1819887.250000 Penalty: 4715.156250
	Iteration 35Q: 3 clusters Score -1819887 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 11127 members 
Entering Unmasked Estep 
Score: -1819847.000000 Penalty: 4715.156250
	Iteration 36Q: 3 clusters Score -1819847 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 11127 members 
Entering Unmasked Estep 
Score: -1819859.375000 Penalty: 4715.156250
	Iteration 37Q: 3 clusters Score -1819859 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 11131 members 
Entering Unmasked Estep 
Score: -1819842.750000 Penalty: 4715.156250
	Iteration 38Q: 3 clusters Score -1819843 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 11129 members 
Entering Unmasked Estep 
Score: -1819875.375000 Penalty: 4715.156250
	Iteration 39Q: 3 clusters Score -1819875 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 11130 members 
Entering Unmasked Estep 
Score: -1819861.750000 Penalty: 4715.156250
	Iteration 40F: 3 clusters Score -1819862 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 11128 members 
Entering Unmasked Estep 
Score: -1819822.375000 Penalty: 4715.156250
	Iteration 41Q: 3 clusters Score -1819822 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 11125 members 
Entering Unmasked Estep 
Score: -1819841.125000 Penalty: 4715.156250
	Iteration 42Q: 3 clusters Score -1819841 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 11127 members 
Entering Unmasked Estep 
Score: -1819821.000000 Penalty: 4715.156250
	Iteration 43Q: 3 clusters Score -1819821 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 11131 members 
Entering Unmasked Estep 
Score: -1819792.125000 Penalty: 4715.156250
	Iteration 44Q: 3 clusters Score -1819792 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 11129 members 
Entering Unmasked Estep 
Score: -1819819.500000 Penalty: 4715.156250
	Iteration 45Q: 3 clusters Score -1819820 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 11132 members 
Entering Unmasked Estep 
Score: -1819782.125000 Penalty: 4715.156250
	Iteration 46Q: 3 clusters Score -1819782 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 11130 members 
Entering Unmasked Estep 
Score: -1819883.750000 Penalty: 4715.156250
	Iteration 47Q: 3 clusters Score -1819884 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 11130 members 
Entering Unmasked Estep 
Score: -1819886.250000 Penalty: 4715.156250
	Iteration 48Q: 3 clusters Score -1819886 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 11131 members 
Entering Unmasked Estep 
Score: -1819886.875000 Penalty: 4715.156250
	Iteration 49Q: 3 clusters Score -1819887 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 11132 members 
Entering Unmasked Estep 
Score: -1819861.250000 Penalty: 4715.156250
	Iteration 50Q: 3 clusters Score -1819861 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 11130 members 
Entering Unmasked Estep 
Score: -1819865.750000 Penalty: 4715.156250
	Iteration 51Q: 3 clusters Score -1819866 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 11132 members 
Entering Unmasked Estep 
Score: -1819871.500000 Penalty: 4715.156250
	Iteration 52Q: 3 clusters Score -1819872 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 11131 members 
Entering Unmasked Estep 
Score: -1819836.625000 Penalty: 4715.156250
	Iteration 53Q: 3 clusters Score -1819837 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 11130 members 
Entering Unmasked Estep 
Score: -1819833.750000 Penalty: 4715.156250
	Iteration 54Q: 3 clusters Score -1819834 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 11128 members 
Entering Unmasked Estep 
Score: -1819842.000000 Penalty: 4715.156250
	Iteration 55Q: 3 clusters Score -1819842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 11130 members 
Entering Unmasked Estep 
Score: -1819813.250000 Penalty: 4715.156250
	Iteration 56Q: 3 clusters Score -1819813 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 11129 members 
Entering Unmasked Estep 
Score: -1819807.750000 Penalty: 4715.156250
	Iteration 57Q: 3 clusters Score -1819808 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 11126 members 
Entering Unmasked Estep 
Score: -1819840.375000 Penalty: 4715.156250
	Iteration 58Q: 3 clusters Score -1819840 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 11126 members 
Entering Unmasked Estep 
Score: -1819840.375000 Penalty: 4715.156250
	Iteration 59F: 3 clusters Score -1819840 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 355 members 
Mstep: Class 1 contains 12920 members 
Mstep: Class 2 contains 6629 members 
Mstep: Class 3 contains 2319 members 
Mstep: Class 4 contains 236042 members 
Mstep: Class 5 contains 4161 members 
Mstep: Class 6 contains 8985 members 
Mstep: Class 7 contains 21546 members 
Mstep: Class 8 contains 15356 members 
Mstep: Class 9 contains 76043 members 
Mstep: Class 10 contains 80590 members 
Mstep: Class 11 contains 58337 members 
Mstep: Class 12 contains 4612 members 
Mstep: Class 13 contains 63244 members 
Mstep: Class 14 contains 48922 members 
Mstep: Class 15 contains 213115 members 
Mstep: Class 16 contains 51807 members 
Mstep: Class 17 contains 1339 members 
Mstep: Class 18 contains 29347 members 
Mstep: Class 19 contains 177535 members 
Mstep: Class 20 contains 59399 members 
Mstep: Class 21 contains 4520 members 
Mstep: Class 22 contains 11126 members 
Entering Unmasked Estep 
Score: -147246160.000000 Penalty: 76318.484375
Splitting cluster 3 changes total score from -147215760.000000 to -147246160.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 4 (236042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236042 members 
Entering Unmasked Estep 
Score: -30424766.000000 Penalty: 3068.197754
	Iteration 0F: 2 clusters Score -3.042477e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118191 members 
Mstep: Class 2 contains 117851 members 
Entering Unmasked Estep 
Score: -30291386.000000 Penalty: 6136.395508
	Iteration 0F: 3 clusters Score -3.029139e+07 nChanged 113811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121998 members 
Mstep: Class 2 contains 114044 members 
Entering Unmasked Estep 
Score: -30357788.000000 Penalty: 6136.395508
	Iteration 1F: 3 clusters Score -3.035779e+07 nChanged 7173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125251 members 
Mstep: Class 2 contains 110791 members 
Entering Unmasked Estep 
Score: -30359314.000000 Penalty: 6136.395508
	Iteration 2Q: 3 clusters Score -3.035931e+07 nChanged 8516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130291 members 
Mstep: Class 2 contains 105751 members 
Entering Unmasked Estep 
Score: -30361856.000000 Penalty: 6136.395508
	Iteration 3Q: 3 clusters Score -3.036186e+07 nChanged 10665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137890 members 
Mstep: Class 2 contains 98152 members 
Entering Unmasked Estep 
Score: -30366040.000000 Penalty: 6136.395508
	Iteration 4Q: 3 clusters Score -3.036604e+07 nChanged 13716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148938 members 
Mstep: Class 2 contains 87104 members 
Entering Unmasked Estep 
Score: -30372716.000000 Penalty: 6136.395508
	Iteration 5F: 3 clusters Score -3.037272e+07 nChanged 16811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163453 members 
Mstep: Class 2 contains 72589 members 
Entering Unmasked Estep 
Score: -30382958.000000 Penalty: 6136.395508
	Iteration 6F: 3 clusters Score -3.038296e+07 nChanged 18355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180320 members 
Mstep: Class 2 contains 55722 members 
Entering Unmasked Estep 
Score: -30396058.000000 Penalty: 6136.395508
	Iteration 7F: 3 clusters Score -3.039606e+07 nChanged 17804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197458 members 
Mstep: Class 2 contains 38584 members 
Entering Unmasked Estep 
Score: -30407232.000000 Penalty: 6136.395508
	Iteration 8F: 3 clusters Score -3.040723e+07 nChanged 14962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212226 members 
Mstep: Class 2 contains 23816 members 
Entering Unmasked Estep 
Score: -30413374.000000 Penalty: 6136.395508
	Iteration 9F: 3 clusters Score -3.041337e+07 nChanged 10874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223072 members 
Mstep: Class 2 contains 12970 members 
Entering Unmasked Estep 
Score: -30417192.000000 Penalty: 6136.395508
	Iteration 10Q: 3 clusters Score -3.041719e+07 nChanged 6717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229783 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -30419430.000000 Penalty: 6136.395508
	Iteration 11Q: 3 clusters Score -3.041943e+07 nChanged 3424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233207 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -30420870.000000 Penalty: 6136.395508
	Iteration 12Q: 3 clusters Score -3.042087e+07 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234645 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -30421396.000000 Penalty: 6136.395508
	Iteration 13Q: 3 clusters Score -3.04214e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235186 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -30421774.000000 Penalty: 6136.395508
	Iteration 14Q: 3 clusters Score -3.042177e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235412 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -30422010.000000 Penalty: 6136.395508
	Iteration 15Q: 3 clusters Score -3.042201e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235496 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -30422058.000000 Penalty: 6136.395508
	Iteration 16Q: 3 clusters Score -3.042206e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235544 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -30422060.000000 Penalty: 6136.395508
	Iteration 17Q: 3 clusters Score -3.042206e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235574 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -30422114.000000 Penalty: 6136.395508
	Iteration 18Q: 3 clusters Score -3.042211e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235587 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -30422118.000000 Penalty: 6136.395508
	Iteration 19Q: 3 clusters Score -3.042212e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235597 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -30422134.000000 Penalty: 6136.395508
	Iteration 20F: 3 clusters Score -3.042213e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235603 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -30422150.000000 Penalty: 6136.395508
	Iteration 21Q: 3 clusters Score -3.042215e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235610 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -30422184.000000 Penalty: 6136.395508
	Iteration 22Q: 3 clusters Score -3.042218e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235611 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -30422174.000000 Penalty: 6136.395508
	Iteration 23Q: 3 clusters Score -3.042217e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235610 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -30422176.000000 Penalty: 6136.395508
	Iteration 24Q: 3 clusters Score -3.042218e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235610 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -30422176.000000 Penalty: 6136.395508
	Iteration 25F: 3 clusters Score -3.042218e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Entering Unmasked Estep 
Score: -746857.062500 Penalty: 2066.710693
	Iteration 0F: 2 clusters Score -746857.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -742918.875000 Penalty: 4133.421387
	Iteration 0F: 3 clusters Score -742918.9 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -743929.875000 Penalty: 4133.421387
	Iteration 1F: 3 clusters Score -743929.9 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -744175.187500 Penalty: 4133.421387
	Iteration 2F: 3 clusters Score -744175.2 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -744400.250000 Penalty: 4133.421387
	Iteration 3F: 3 clusters Score -744400.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -744594.187500 Penalty: 4133.421387
	Iteration 4F: 3 clusters Score -744594.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -744784.062500 Penalty: 4133.421387
	Iteration 5Q: 3 clusters Score -744784.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -744993.312500 Penalty: 4133.421387
	Iteration 6Q: 3 clusters Score -744993.3 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -745229.312500 Penalty: 4133.421387
	Iteration 7F: 3 clusters Score -745229.3 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -745401.062500 Penalty: 4133.421387
	Iteration 8Q: 3 clusters Score -745401.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -745547.562500 Penalty: 4133.421387
	Iteration 9Q: 3 clusters Score -745547.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -745650.312500 Penalty: 4133.421387
	Iteration 10Q: 3 clusters Score -745650.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -745743.875000 Penalty: 4133.421387
	Iteration 11Q: 3 clusters Score -745743.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -745824.500000 Penalty: 4133.421387
	Iteration 12Q: 3 clusters Score -745824.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -745889.812500 Penalty: 4133.421387
	Iteration 13Q: 3 clusters Score -745889.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -745949.812500 Penalty: 4133.421387
	Iteration 14Q: 3 clusters Score -745949.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -746003.250000 Penalty: 4133.421387
	Iteration 15Q: 3 clusters Score -746003.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -746037.500000 Penalty: 4133.421387
	Iteration 16Q: 3 clusters Score -746037.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -746050.750000 Penalty: 4133.421387
	Iteration 17Q: 3 clusters Score -746050.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -746062.875000 Penalty: 4133.421387
	Iteration 18Q: 3 clusters Score -746062.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -746070.125000 Penalty: 4133.421387
	Iteration 19Q: 3 clusters Score -746070.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -746079.000000 Penalty: 4133.421387
	Iteration 20F: 3 clusters Score -746079 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -746081.625000 Penalty: 4133.421387
	Iteration 21Q: 3 clusters Score -746081.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -746084.000000 Penalty: 4133.421387
	Iteration 22Q: 3 clusters Score -746084 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -746084.937500 Penalty: 4133.421387
	Iteration 23Q: 3 clusters Score -746084.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -746087.937500 Penalty: 4133.421387
	Iteration 24Q: 3 clusters Score -746087.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -746091.375000 Penalty: 4133.421387
	Iteration 25Q: 3 clusters Score -746091.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -746094.937500 Penalty: 4133.421387
	Iteration 26Q: 3 clusters Score -746094.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -746098.562500 Penalty: 4133.421387
	Iteration 27Q: 3 clusters Score -746098.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -746102.187500 Penalty: 4133.421387
	Iteration 28Q: 3 clusters Score -746102.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -746103.812500 Penalty: 4133.421387
	Iteration 29Q: 3 clusters Score -746103.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -746105.437500 Penalty: 4133.421387
	Iteration 30Q: 3 clusters Score -746105.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -746105.625000 Penalty: 4133.421387
	Iteration 31Q: 3 clusters Score -746105.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -746107.500000 Penalty: 4133.421387
	Iteration 32Q: 3 clusters Score -746107.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -746107.687500 Penalty: 4133.421387
	Iteration 33Q: 3 clusters Score -746107.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -746109.437500 Penalty: 4133.421387
	Iteration 34Q: 3 clusters Score -746109.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -746110.687500 Penalty: 4133.421387
	Iteration 35Q: 3 clusters Score -746110.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -746111.437500 Penalty: 4133.421387
	Iteration 36Q: 3 clusters Score -746111.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -746110.750000 Penalty: 4133.421387
	Iteration 37Q: 3 clusters Score -746110.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -746111.625000 Penalty: 4133.421387
	Iteration 38Q: 3 clusters Score -746111.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -746111.937500 Penalty: 4133.421387
	Iteration 39Q: 3 clusters Score -746111.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -746111.937500 Penalty: 4133.421387
	Iteration 40F: 3 clusters Score -746111.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (8985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8985 members 
Entering Unmasked Estep 
Score: -1079564.500000 Penalty: 2257.621338
	Iteration 0F: 2 clusters Score -1079564 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -1072530.000000 Penalty: 4515.242676
	Iteration 0F: 3 clusters Score -1072530 nChanged 3680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -1074614.625000 Penalty: 4515.242676
	Iteration 1F: 3 clusters Score -1074615 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -1075394.000000 Penalty: 4515.242676
	Iteration 2F: 3 clusters Score -1075394 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -1076820.125000 Penalty: 4515.242676
	Iteration 3F: 3 clusters Score -1076820 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -1078453.375000 Penalty: 4515.242676
	Iteration 4F: 3 clusters Score -1078453 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -1080154.750000 Penalty: 4515.242676
	Iteration 5F: 3 clusters Score -1080155 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -1081453.375000 Penalty: 4515.242676
	Iteration 6F: 3 clusters Score -1081453 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -1082113.000000 Penalty: 4515.242676
	Iteration 7F: 3 clusters Score -1082113 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -1082420.375000 Penalty: 4515.242676
	Iteration 8Q: 3 clusters Score -1082420 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -1082547.875000 Penalty: 4515.242676
	Iteration 9Q: 3 clusters Score -1082548 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -1082626.375000 Penalty: 4515.242676
	Iteration 10Q: 3 clusters Score -1082626 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -1082681.000000 Penalty: 4515.242676
	Iteration 11Q: 3 clusters Score -1082681 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -1082720.250000 Penalty: 4515.242676
	Iteration 12Q: 3 clusters Score -1082720 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -1082735.000000 Penalty: 4515.242676
	Iteration 13Q: 3 clusters Score -1082735 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -1082748.500000 Penalty: 4515.242676
	Iteration 14Q: 3 clusters Score -1082748 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -1082756.000000 Penalty: 4515.242676
	Iteration 15Q: 3 clusters Score -1082756 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -1082762.875000 Penalty: 4515.242676
	Iteration 16Q: 3 clusters Score -1082763 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -1082767.250000 Penalty: 4515.242676
	Iteration 17Q: 3 clusters Score -1082767 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -1082769.250000 Penalty: 4515.242676
	Iteration 18Q: 3 clusters Score -1082769 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -1082770.625000 Penalty: 4515.242676
	Iteration 19Q: 3 clusters Score -1082771 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -1082771.875000 Penalty: 4515.242676
	Iteration 20F: 3 clusters Score -1082772 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -1082779.375000 Penalty: 4515.242676
	Iteration 21Q: 3 clusters Score -1082779 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -1082783.500000 Penalty: 4515.242676
	Iteration 22Q: 3 clusters Score -1082784 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -1082789.375000 Penalty: 4515.242676
	Iteration 23Q: 3 clusters Score -1082789 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -1082799.375000 Penalty: 4515.242676
	Iteration 24Q: 3 clusters Score -1082799 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -1082819.750000 Penalty: 4515.242676
	Iteration 25Q: 3 clusters Score -1082820 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -1082905.750000 Penalty: 4515.242676
	Iteration 26Q: 3 clusters Score -1082906 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -1083151.125000 Penalty: 4515.242676
	Iteration 27Q: 3 clusters Score -1083151 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -1083355.125000 Penalty: 4515.242676
	Iteration 28Q: 3 clusters Score -1083355 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -1083401.125000 Penalty: 4515.242676
	Iteration 29Q: 3 clusters Score -1083401 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -1083430.000000 Penalty: 4515.242676
	Iteration 30Q: 3 clusters Score -1083430 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -1083445.125000 Penalty: 4515.242676
	Iteration 31Q: 3 clusters Score -1083445 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -1083457.375000 Penalty: 4515.242676
	Iteration 32Q: 3 clusters Score -1083457 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -1083463.625000 Penalty: 4515.242676
	Iteration 33Q: 3 clusters Score -1083464 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -1083469.625000 Penalty: 4515.242676
	Iteration 34Q: 3 clusters Score -1083470 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -1083471.000000 Penalty: 4515.242676
	Iteration 35Q: 3 clusters Score -1083471 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -1083472.750000 Penalty: 4515.242676
	Iteration 36Q: 3 clusters Score -1083473 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -1083478.375000 Penalty: 4515.242676
	Iteration 37Q: 3 clusters Score -1083478 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -1083482.500000 Penalty: 4515.242676
	Iteration 38Q: 3 clusters Score -1083482 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -1083484.375000 Penalty: 4515.242676
	Iteration 39Q: 3 clusters Score -1083484 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -1083489.500000 Penalty: 4515.242676
	Iteration 40F: 3 clusters Score -1083490 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -1083490.750000 Penalty: 4515.242676
	Iteration 41Q: 3 clusters Score -1083491 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -1083494.500000 Penalty: 4515.242676
	Iteration 42Q: 3 clusters Score -1083494 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -1083496.875000 Penalty: 4515.242676
	Iteration 43Q: 3 clusters Score -1083497 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -1083498.375000 Penalty: 4515.242676
	Iteration 44Q: 3 clusters Score -1083498 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -1083500.250000 Penalty: 4515.242676
	Iteration 45Q: 3 clusters Score -1083500 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -1083501.750000 Penalty: 4515.242676
	Iteration 46Q: 3 clusters Score -1083502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -1083499.000000 Penalty: 4515.242676
	Iteration 47Q: 3 clusters Score -1083499 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -1083500.500000 Penalty: 4515.242676
	Iteration 48Q: 3 clusters Score -1083500 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -1083502.125000 Penalty: 4515.242676
	Iteration 49Q: 3 clusters Score -1083502 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -1083502.250000 Penalty: 4515.242676
	Iteration 50Q: 3 clusters Score -1083502 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -1083503.625000 Penalty: 4515.242676
	Iteration 51Q: 3 clusters Score -1083504 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -1083505.000000 Penalty: 4515.242676
	Iteration 52Q: 3 clusters Score -1083505 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -1083505.500000 Penalty: 4515.242676
	Iteration 53Q: 3 clusters Score -1083506 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -1083505.125000 Penalty: 4515.242676
	Iteration 54Q: 3 clusters Score -1083505 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -1083509.625000 Penalty: 4515.242676
	Iteration 55Q: 3 clusters Score -1083510 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -1083512.750000 Penalty: 4515.242676
	Iteration 56Q: 3 clusters Score -1083513 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -1083511.750000 Penalty: 4515.242676
	Iteration 57Q: 3 clusters Score -1083512 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -1083513.625000 Penalty: 4515.242676
	Iteration 58Q: 3 clusters Score -1083514 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -1083516.625000 Penalty: 4515.242676
	Iteration 59Q: 3 clusters Score -1083517 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -1083519.500000 Penalty: 4515.242676
	Iteration 60F: 3 clusters Score -1083520 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -1083524.125000 Penalty: 4515.242676
	Iteration 61Q: 3 clusters Score -1083524 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -1083532.625000 Penalty: 4515.242676
	Iteration 62Q: 3 clusters Score -1083533 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -1083533.750000 Penalty: 4515.242676
	Iteration 63Q: 3 clusters Score -1083534 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -1083545.375000 Penalty: 4515.242676
	Iteration 64Q: 3 clusters Score -1083545 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -1083549.875000 Penalty: 4515.242676
	Iteration 65Q: 3 clusters Score -1083550 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -1083555.625000 Penalty: 4515.242676
	Iteration 66Q: 3 clusters Score -1083556 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -1083563.375000 Penalty: 4515.242676
	Iteration 67Q: 3 clusters Score -1083563 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -1083570.000000 Penalty: 4515.242676
	Iteration 68Q: 3 clusters Score -1083570 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -1083588.625000 Penalty: 4515.242676
	Iteration 69Q: 3 clusters Score -1083589 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -1083617.875000 Penalty: 4515.242676
	Iteration 70Q: 3 clusters Score -1083618 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -1083660.125000 Penalty: 4515.242676
	Iteration 71Q: 3 clusters Score -1083660 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -1083743.250000 Penalty: 4515.242676
	Iteration 72Q: 3 clusters Score -1083743 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -1083881.875000 Penalty: 4515.242676
	Iteration 73Q: 3 clusters Score -1083882 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -1084068.625000 Penalty: 4515.242676
	Iteration 74Q: 3 clusters Score -1084069 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -1084315.625000 Penalty: 4515.242676
	Iteration 75Q: 3 clusters Score -1084316 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -1084660.250000 Penalty: 4515.242676
	Iteration 76Q: 3 clusters Score -1084660 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -1084973.000000 Penalty: 4515.242676
	Iteration 77Q: 3 clusters Score -1084973 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -1085267.000000 Penalty: 4515.242676
	Iteration 78Q: 3 clusters Score -1085267 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -1085666.750000 Penalty: 4515.242676
	Iteration 79Q: 3 clusters Score -1085667 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -1086085.250000 Penalty: 4515.242676
	Iteration 80F: 3 clusters Score -1086085 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -1086391.875000 Penalty: 4515.242676
	Iteration 81Q: 3 clusters Score -1086392 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -1086666.375000 Penalty: 4515.242676
	Iteration 82Q: 3 clusters Score -1086666 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -1086859.750000 Penalty: 4515.242676
	Iteration 83Q: 3 clusters Score -1086860 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -1086952.125000 Penalty: 4515.242676
	Iteration 84Q: 3 clusters Score -1086952 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -1086981.375000 Penalty: 4515.242676
	Iteration 85Q: 3 clusters Score -1086981 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -1086997.125000 Penalty: 4515.242676
	Iteration 86Q: 3 clusters Score -1086997 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -1087009.250000 Penalty: 4515.242676
	Iteration 87Q: 3 clusters Score -1087009 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -1087012.125000 Penalty: 4515.242676
	Iteration 88Q: 3 clusters Score -1087012 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -1087015.750000 Penalty: 4515.242676
	Iteration 89Q: 3 clusters Score -1087016 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -1087015.375000 Penalty: 4515.242676
	Iteration 90Q: 3 clusters Score -1087015 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -1087015.375000 Penalty: 4515.242676
	Iteration 91Q: 3 clusters Score -1087015 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -1087015.375000 Penalty: 4515.242676
	Iteration 92F: 3 clusters Score -1087015 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 355 members 
Mstep: Class 1 contains 12920 members 
Mstep: Class 2 contains 6629 members 
Mstep: Class 3 contains 2319 members 
Mstep: Class 4 contains 236042 members 
Mstep: Class 5 contains 4161 members 
Mstep: Class 6 contains 4781 members 
Mstep: Class 7 contains 21546 members 
Mstep: Class 8 contains 15356 members 
Mstep: Class 9 contains 76043 members 
Mstep: Class 10 contains 80590 members 
Mstep: Class 11 contains 58337 members 
Mstep: Class 12 contains 4612 members 
Mstep: Class 13 contains 63244 members 
Mstep: Class 14 contains 48922 members 
Mstep: Class 15 contains 213115 members 
Mstep: Class 16 contains 51807 members 
Mstep: Class 17 contains 1339 members 
Mstep: Class 18 contains 29347 members 
Mstep: Class 19 contains 177535 members 
Mstep: Class 20 contains 59399 members 
Mstep: Class 21 contains 4520 members 
Mstep: Class 22 contains 11126 members 
Mstep: Class 23 contains 4204 members 
Entering Unmasked Estep 
Score: -147252240.000000 Penalty: 79787.500000
Splitting cluster 6 changes total score from -147215760.000000 to -147252240.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 7 (21546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21546 members 
Entering Unmasked Estep 
Score: -2344074.500000 Penalty: 2474.530518
	Iteration 0F: 2 clusters Score -2344074 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10714 members 
Mstep: Class 2 contains 10832 members 
Entering Unmasked Estep 
Score: -2329038.750000 Penalty: 4949.061035
	Iteration 0F: 3 clusters Score -2329039 nChanged 9628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10420 members 
Mstep: Class 2 contains 11126 members 
Entering Unmasked Estep 
Score: -2335219.750000 Penalty: 4949.061035
	Iteration 1F: 3 clusters Score -2335220 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10303 members 
Mstep: Class 2 contains 11243 members 
Entering Unmasked Estep 
Score: -2337473.000000 Penalty: 4949.061035
	Iteration 2F: 3 clusters Score -2337473 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9955 members 
Mstep: Class 2 contains 11591 members 
Entering Unmasked Estep 
Score: -2340800.250000 Penalty: 4949.061035
	Iteration 3F: 3 clusters Score -2340800 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 12187 members 
Entering Unmasked Estep 
Score: -2344078.750000 Penalty: 4949.061035
	Iteration 4F: 3 clusters Score -2344079 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 12777 members 
Entering Unmasked Estep 
Score: -2346481.000000 Penalty: 4949.061035
	Iteration 5F: 3 clusters Score -2346481 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 13184 members 
Entering Unmasked Estep 
Score: -2347892.500000 Penalty: 4949.061035
	Iteration 6F: 3 clusters Score -2347892 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 13441 members 
Entering Unmasked Estep 
Score: -2348799.500000 Penalty: 4949.061035
	Iteration 7Q: 3 clusters Score -2348800 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 13559 members 
Entering Unmasked Estep 
Score: -2349426.250000 Penalty: 4949.061035
	Iteration 8Q: 3 clusters Score -2349426 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 13553 members 
Entering Unmasked Estep 
Score: -2349863.250000 Penalty: 4949.061035
	Iteration 9Q: 3 clusters Score -2349863 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 13477 members 
Entering Unmasked Estep 
Score: -2350279.750000 Penalty: 4949.061035
	Iteration 10Q: 3 clusters Score -2350280 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 13393 members 
Entering Unmasked Estep 
Score: -2350624.000000 Penalty: 4949.061035
	Iteration 11Q: 3 clusters Score -2350624 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 13319 members 
Entering Unmasked Estep 
Score: -2350844.000000 Penalty: 4949.061035
	Iteration 12Q: 3 clusters Score -2350844 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 13264 members 
Entering Unmasked Estep 
Score: -2350977.750000 Penalty: 4949.061035
	Iteration 13Q: 3 clusters Score -2350978 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 13227 members 
Entering Unmasked Estep 
Score: -2351039.000000 Penalty: 4949.061035
	Iteration 14Q: 3 clusters Score -2351039 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 13210 members 
Entering Unmasked Estep 
Score: -2351069.750000 Penalty: 4949.061035
	Iteration 15Q: 3 clusters Score -2351070 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 13197 members 
Entering Unmasked Estep 
Score: -2351079.750000 Penalty: 4949.061035
	Iteration 16Q: 3 clusters Score -2351080 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 13185 members 
Entering Unmasked Estep 
Score: -2351080.500000 Penalty: 4949.061035
	Iteration 17Q: 3 clusters Score -2351080 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 13175 members 
Entering Unmasked Estep 
Score: -2351099.750000 Penalty: 4949.061035
	Iteration 18Q: 3 clusters Score -2351100 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 13162 members 
Entering Unmasked Estep 
Score: -2351102.250000 Penalty: 4949.061035
	Iteration 19Q: 3 clusters Score -2351102 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 13160 members 
Entering Unmasked Estep 
Score: -2351099.500000 Penalty: 4949.061035
	Iteration 20F: 3 clusters Score -2351100 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 13156 members 
Entering Unmasked Estep 
Score: -2351104.000000 Penalty: 4949.061035
	Iteration 21Q: 3 clusters Score -2351104 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 13154 members 
Entering Unmasked Estep 
Score: -2351104.500000 Penalty: 4949.061035
	Iteration 22Q: 3 clusters Score -2351104 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 13154 members 
Entering Unmasked Estep 
Score: -2351104.250000 Penalty: 4949.061035
	Iteration 23Q: 3 clusters Score -2351104 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 13154 members 
Entering Unmasked Estep 
Score: -2351107.000000 Penalty: 4949.061035
	Iteration 24Q: 3 clusters Score -2351107 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 13154 members 
Entering Unmasked Estep 
Score: -2351110.500000 Penalty: 4949.061035
	Iteration 25Q: 3 clusters Score -2351110 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 13154 members 
Entering Unmasked Estep 
Score: -2351103.250000 Penalty: 4949.061035
	Iteration 26Q: 3 clusters Score -2351103 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 13156 members 
Entering Unmasked Estep 
Score: -2351102.500000 Penalty: 4949.061035
	Iteration 27Q: 3 clusters Score -2351102 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 13158 members 
Entering Unmasked Estep 
Score: -2351106.000000 Penalty: 4949.061035
	Iteration 28Q: 3 clusters Score -2351106 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 13154 members 
Entering Unmasked Estep 
Score: -2351100.500000 Penalty: 4949.061035
	Iteration 29Q: 3 clusters Score -2351100 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 13153 members 
Entering Unmasked Estep 
Score: -2351101.250000 Penalty: 4949.061035
	Iteration 30Q: 3 clusters Score -2351101 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 13152 members 
Entering Unmasked Estep 
Score: -2351100.250000 Penalty: 4949.061035
	Iteration 31Q: 3 clusters Score -2351100 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 13151 members 
Entering Unmasked Estep 
Score: -2351099.000000 Penalty: 4949.061035
	Iteration 32Q: 3 clusters Score -2351099 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 13149 members 
Entering Unmasked Estep 
Score: -2351102.750000 Penalty: 4949.061035
	Iteration 33Q: 3 clusters Score -2351103 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 13146 members 
Entering Unmasked Estep 
Score: -2351106.250000 Penalty: 4949.061035
	Iteration 34Q: 3 clusters Score -2351106 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 13141 members 
Entering Unmasked Estep 
Score: -2351105.750000 Penalty: 4949.061035
	Iteration 35Q: 3 clusters Score -2351106 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 13137 members 
Entering Unmasked Estep 
Score: -2351104.250000 Penalty: 4949.061035
	Iteration 36Q: 3 clusters Score -2351104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8411 members 
Mstep: Class 2 contains 13135 members 
Entering Unmasked Estep 
Score: -2351104.250000 Penalty: 4949.061035
	Iteration 37Q: 3 clusters Score -2351104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 13134 members 
Entering Unmasked Estep 
Score: -2351101.500000 Penalty: 4949.061035
	Iteration 38Q: 3 clusters Score -2351102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 13133 members 
Entering Unmasked Estep 
Score: -2351104.250000 Penalty: 4949.061035
	Iteration 39Q: 3 clusters Score -2351104 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 13133 members 
Entering Unmasked Estep 
Score: -2351104.250000 Penalty: 4949.061035
	Iteration 40F: 3 clusters Score -2351104 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 355 members 
Mstep: Class 1 contains 12920 members 
Mstep: Class 2 contains 6629 members 
Mstep: Class 3 contains 2319 members 
Mstep: Class 4 contains 236042 members 
Mstep: Class 5 contains 4161 members 
Mstep: Class 6 contains 4781 members 
Mstep: Class 7 contains 8413 members 
Mstep: Class 8 contains 15356 members 
Mstep: Class 9 contains 76043 members 
Mstep: Class 10 contains 80590 members 
Mstep: Class 11 contains 58337 members 
Mstep: Class 12 contains 4612 members 
Mstep: Class 13 contains 63244 members 
Mstep: Class 14 contains 48922 members 
Mstep: Class 15 contains 213115 members 
Mstep: Class 16 contains 51807 members 
Mstep: Class 17 contains 1339 members 
Mstep: Class 18 contains 29347 members 
Mstep: Class 19 contains 177535 members 
Mstep: Class 20 contains 59399 members 
Mstep: Class 21 contains 4520 members 
Mstep: Class 22 contains 11126 members 
Mstep: Class 23 contains 4204 members 
Mstep: Class 24 contains 13133 members 
Entering Unmasked Estep 
Score: -147258976.000000 Penalty: 83256.523438
Splitting cluster 7 changes total score from -147215760.000000 to -147258976.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 8 (15356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15356 members 
Entering Unmasked Estep 
Score: -1932623.250000 Penalty: 2390.536865
	Iteration 0F: 2 clusters Score -1932623 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -1921533.750000 Penalty: 4781.073730
	Iteration 0F: 3 clusters Score -1921534 nChanged 6586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -1925190.000000 Penalty: 4781.073730
	Iteration 1F: 3 clusters Score -1925190 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -1925748.500000 Penalty: 4781.073730
	Iteration 2F: 3 clusters Score -1925748 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -1926388.125000 Penalty: 4781.073730
	Iteration 3F: 3 clusters Score -1926388 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
Score: -1927143.750000 Penalty: 4781.073730
	Iteration 4F: 3 clusters Score -1927144 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 9688 members 
Entering Unmasked Estep 
Score: -1928058.000000 Penalty: 4781.073730
	Iteration 5F: 3 clusters Score -1928058 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
Score: -1929009.375000 Penalty: 4781.073730
	Iteration 6F: 3 clusters Score -1929009 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 10272 members 
Entering Unmasked Estep 
Score: -1929784.500000 Penalty: 4781.073730
	Iteration 7F: 3 clusters Score -1929784 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 10319 members 
Entering Unmasked Estep 
Score: -1930360.875000 Penalty: 4781.073730
	Iteration 8Q: 3 clusters Score -1930361 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 10221 members 
Entering Unmasked Estep 
Score: -1930834.000000 Penalty: 4781.073730
	Iteration 9Q: 3 clusters Score -1930834 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
Score: -1931169.625000 Penalty: 4781.073730
	Iteration 10Q: 3 clusters Score -1931170 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
Score: -1931411.625000 Penalty: 4781.073730
	Iteration 11Q: 3 clusters Score -1931412 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 9867 members 
Entering Unmasked Estep 
Score: -1931532.625000 Penalty: 4781.073730
	Iteration 12Q: 3 clusters Score -1931533 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 9774 members 
Entering Unmasked Estep 
Score: -1931619.625000 Penalty: 4781.073730
	Iteration 13Q: 3 clusters Score -1931620 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
Score: -1931695.000000 Penalty: 4781.073730
	Iteration 14Q: 3 clusters Score -1931695 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -1931766.125000 Penalty: 4781.073730
	Iteration 15Q: 3 clusters Score -1931766 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -1931827.875000 Penalty: 4781.073730
	Iteration 16Q: 3 clusters Score -1931828 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -1931876.625000 Penalty: 4781.073730
	Iteration 17Q: 3 clusters Score -1931877 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -1931909.750000 Penalty: 4781.073730
	Iteration 18Q: 3 clusters Score -1931910 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -1931937.250000 Penalty: 4781.073730
	Iteration 19Q: 3 clusters Score -1931937 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
Score: -1931969.500000 Penalty: 4781.073730
	Iteration 20F: 3 clusters Score -1931970 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -1931984.750000 Penalty: 4781.073730
	Iteration 21Q: 3 clusters Score -1931985 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -1932000.375000 Penalty: 4781.073730
	Iteration 22Q: 3 clusters Score -1932000 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -1932011.125000 Penalty: 4781.073730
	Iteration 23Q: 3 clusters Score -1932011 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 9285 members 
Entering Unmasked Estep 
Score: -1932013.750000 Penalty: 4781.073730
	Iteration 24Q: 3 clusters Score -1932014 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -1932017.625000 Penalty: 4781.073730
	Iteration 25Q: 3 clusters Score -1932018 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -1932022.625000 Penalty: 4781.073730
	Iteration 26Q: 3 clusters Score -1932023 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -1932023.500000 Penalty: 4781.073730
	Iteration 27Q: 3 clusters Score -1932024 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -1932025.875000 Penalty: 4781.073730
	Iteration 28Q: 3 clusters Score -1932026 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -1932028.000000 Penalty: 4781.073730
	Iteration 29Q: 3 clusters Score -1932028 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -1932022.875000 Penalty: 4781.073730
	Iteration 30Q: 3 clusters Score -1932023 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
Score: -1932024.250000 Penalty: 4781.073730
	Iteration 31Q: 3 clusters Score -1932024 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -1932022.250000 Penalty: 4781.073730
	Iteration 32Q: 3 clusters Score -1932022 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -1932024.875000 Penalty: 4781.073730
	Iteration 33Q: 3 clusters Score -1932025 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -1932025.125000 Penalty: 4781.073730
	Iteration 34Q: 3 clusters Score -1932025 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -1932022.625000 Penalty: 4781.073730
	Iteration 35Q: 3 clusters Score -1932023 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -1932025.500000 Penalty: 4781.073730
	Iteration 36Q: 3 clusters Score -1932026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -1932026.625000 Penalty: 4781.073730
	Iteration 37Q: 3 clusters Score -1932027 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -1932026.625000 Penalty: 4781.073730
	Iteration 38F: 3 clusters Score -1932027 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (76043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76043 members 
Entering Unmasked Estep 
Score: -9450553.000000 Penalty: 2787.285645
	Iteration 0F: 2 clusters Score -9450553 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38054 members 
Mstep: Class 2 contains 37989 members 
Entering Unmasked Estep 
Score: -9399576.000000 Penalty: 5574.571289
	Iteration 0F: 3 clusters Score -9399576 nChanged 35690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36994 members 
Mstep: Class 2 contains 39049 members 
Entering Unmasked Estep 
Score: -9425036.000000 Penalty: 5574.571289
	Iteration 1F: 3 clusters Score -9425036 nChanged 6829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34915 members 
Mstep: Class 2 contains 41128 members 
Entering Unmasked Estep 
Score: -9432880.000000 Penalty: 5574.571289
	Iteration 2F: 3 clusters Score -9432880 nChanged 8213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31498 members 
Mstep: Class 2 contains 44545 members 
Entering Unmasked Estep 
Score: -9441375.000000 Penalty: 5574.571289
	Iteration 3F: 3 clusters Score -9441375 nChanged 7358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27914 members 
Mstep: Class 2 contains 48129 members 
Entering Unmasked Estep 
Score: -9448675.000000 Penalty: 5574.571289
	Iteration 4F: 3 clusters Score -9448675 nChanged 5614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24830 members 
Mstep: Class 2 contains 51213 members 
Entering Unmasked Estep 
Score: -9453888.000000 Penalty: 5574.571289
	Iteration 5F: 3 clusters Score -9453888 nChanged 3924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22416 members 
Mstep: Class 2 contains 53627 members 
Entering Unmasked Estep 
Score: -9457443.000000 Penalty: 5574.571289
	Iteration 6F: 3 clusters Score -9457443 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20537 members 
Mstep: Class 2 contains 55506 members 
Entering Unmasked Estep 
Score: -9459813.000000 Penalty: 5574.571289
	Iteration 7Q: 3 clusters Score -9459813 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19117 members 
Mstep: Class 2 contains 56926 members 
Entering Unmasked Estep 
Score: -9460985.000000 Penalty: 5574.571289
	Iteration 8Q: 3 clusters Score -9460985 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18004 members 
Mstep: Class 2 contains 58039 members 
Entering Unmasked Estep 
Score: -9461602.000000 Penalty: 5574.571289
	Iteration 9Q: 3 clusters Score -9461602 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17048 members 
Mstep: Class 2 contains 58995 members 
Entering Unmasked Estep 
Score: -9462068.000000 Penalty: 5574.571289
	Iteration 10Q: 3 clusters Score -9462068 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16195 members 
Mstep: Class 2 contains 59848 members 
Entering Unmasked Estep 
Score: -9462442.000000 Penalty: 5574.571289
	Iteration 11Q: 3 clusters Score -9462442 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15450 members 
Mstep: Class 2 contains 60593 members 
Entering Unmasked Estep 
Score: -9462694.000000 Penalty: 5574.571289
	Iteration 12Q: 3 clusters Score -9462694 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14767 members 
Mstep: Class 2 contains 61276 members 
Entering Unmasked Estep 
Score: -9463058.000000 Penalty: 5574.571289
	Iteration 13Q: 3 clusters Score -9463058 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14125 members 
Mstep: Class 2 contains 61918 members 
Entering Unmasked Estep 
Score: -9463356.000000 Penalty: 5574.571289
	Iteration 14Q: 3 clusters Score -9463356 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13527 members 
Mstep: Class 2 contains 62516 members 
Entering Unmasked Estep 
Score: -9463605.000000 Penalty: 5574.571289
	Iteration 15Q: 3 clusters Score -9463605 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12954 members 
Mstep: Class 2 contains 63089 members 
Entering Unmasked Estep 
Score: -9463856.000000 Penalty: 5574.571289
	Iteration 16Q: 3 clusters Score -9463856 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12407 members 
Mstep: Class 2 contains 63636 members 
Entering Unmasked Estep 
Score: -9464238.000000 Penalty: 5574.571289
	Iteration 17Q: 3 clusters Score -9464238 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11896 members 
Mstep: Class 2 contains 64147 members 
Entering Unmasked Estep 
Score: -9464531.000000 Penalty: 5574.571289
	Iteration 18Q: 3 clusters Score -9464531 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11449 members 
Mstep: Class 2 contains 64594 members 
Entering Unmasked Estep 
Score: -9464794.000000 Penalty: 5574.571289
	Iteration 19Q: 3 clusters Score -9464794 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11105 members 
Mstep: Class 2 contains 64938 members 
Entering Unmasked Estep 
Score: -9464942.000000 Penalty: 5574.571289
	Iteration 20F: 3 clusters Score -9464942 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10824 members 
Mstep: Class 2 contains 65219 members 
Entering Unmasked Estep 
Score: -9465057.000000 Penalty: 5574.571289
	Iteration 21Q: 3 clusters Score -9465057 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10599 members 
Mstep: Class 2 contains 65444 members 
Entering Unmasked Estep 
Score: -9465088.000000 Penalty: 5574.571289
	Iteration 22Q: 3 clusters Score -9465088 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10421 members 
Mstep: Class 2 contains 65622 members 
Entering Unmasked Estep 
Score: -9465151.000000 Penalty: 5574.571289
	Iteration 23Q: 3 clusters Score -9465151 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10268 members 
Mstep: Class 2 contains 65775 members 
Entering Unmasked Estep 
Score: -9465192.000000 Penalty: 5574.571289
	Iteration 24Q: 3 clusters Score -9465192 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10124 members 
Mstep: Class 2 contains 65919 members 
Entering Unmasked Estep 
Score: -9465270.000000 Penalty: 5574.571289
	Iteration 25Q: 3 clusters Score -9465270 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 66035 members 
Entering Unmasked Estep 
Score: -9465293.000000 Penalty: 5574.571289
	Iteration 26Q: 3 clusters Score -9465293 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9928 members 
Mstep: Class 2 contains 66115 members 
Entering Unmasked Estep 
Score: -9465324.000000 Penalty: 5574.571289
	Iteration 27Q: 3 clusters Score -9465324 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 66196 members 
Entering Unmasked Estep 
Score: -9465361.000000 Penalty: 5574.571289
	Iteration 28Q: 3 clusters Score -9465361 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 66278 members 
Entering Unmasked Estep 
Score: -9465378.000000 Penalty: 5574.571289
	Iteration 29Q: 3 clusters Score -9465378 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9701 members 
Mstep: Class 2 contains 66342 members 
Entering Unmasked Estep 
Score: -9465387.000000 Penalty: 5574.571289
	Iteration 30Q: 3 clusters Score -9465387 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 66393 members 
Entering Unmasked Estep 
Score: -9465389.000000 Penalty: 5574.571289
	Iteration 31Q: 3 clusters Score -9465389 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 66440 members 
Entering Unmasked Estep 
Score: -9465384.000000 Penalty: 5574.571289
	Iteration 32Q: 3 clusters Score -9465384 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9552 members 
Mstep: Class 2 contains 66491 members 
Entering Unmasked Estep 
Score: -9465403.000000 Penalty: 5574.571289
	Iteration 33Q: 3 clusters Score -9465403 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 66533 members 
Entering Unmasked Estep 
Score: -9465429.000000 Penalty: 5574.571289
	Iteration 34Q: 3 clusters Score -9465429 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 66562 members 
Entering Unmasked Estep 
Score: -9465434.000000 Penalty: 5574.571289
	Iteration 35Q: 3 clusters Score -9465434 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 66583 members 
Entering Unmasked Estep 
Score: -9465443.000000 Penalty: 5574.571289
	Iteration 36Q: 3 clusters Score -9465443 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 66602 members 
Entering Unmasked Estep 
Score: -9465433.000000 Penalty: 5574.571289
	Iteration 37Q: 3 clusters Score -9465433 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 66621 members 
Entering Unmasked Estep 
Score: -9465444.000000 Penalty: 5574.571289
	Iteration 38Q: 3 clusters Score -9465444 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 66641 members 
Entering Unmasked Estep 
Score: -9465461.000000 Penalty: 5574.571289
	Iteration 39Q: 3 clusters Score -9465461 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 66654 members 
Entering Unmasked Estep 
Score: -9465456.000000 Penalty: 5574.571289
	Iteration 40F: 3 clusters Score -9465456 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 66665 members 
Entering Unmasked Estep 
Score: -9465453.000000 Penalty: 5574.571289
	Iteration 41Q: 3 clusters Score -9465453 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 66672 members 
Entering Unmasked Estep 
Score: -9465453.000000 Penalty: 5574.571289
	Iteration 42Q: 3 clusters Score -9465453 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Mstep: Class 2 contains 66677 members 
Entering Unmasked Estep 
Score: -9465439.000000 Penalty: 5574.571289
	Iteration 43Q: 3 clusters Score -9465439 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 66682 members 
Entering Unmasked Estep 
Score: -9465444.000000 Penalty: 5574.571289
	Iteration 44Q: 3 clusters Score -9465444 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9355 members 
Mstep: Class 2 contains 66688 members 
Entering Unmasked Estep 
Score: -9465446.000000 Penalty: 5574.571289
	Iteration 45Q: 3 clusters Score -9465446 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9346 members 
Mstep: Class 2 contains 66697 members 
Entering Unmasked Estep 
Score: -9465442.000000 Penalty: 5574.571289
	Iteration 46Q: 3 clusters Score -9465442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 66699 members 
Entering Unmasked Estep 
Score: -9465443.000000 Penalty: 5574.571289
	Iteration 47Q: 3 clusters Score -9465443 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 66704 members 
Entering Unmasked Estep 
Score: -9465437.000000 Penalty: 5574.571289
	Iteration 48Q: 3 clusters Score -9465437 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 66710 members 
Entering Unmasked Estep 
Score: -9465435.000000 Penalty: 5574.571289
	Iteration 49Q: 3 clusters Score -9465435 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 66718 members 
Entering Unmasked Estep 
Score: -9465446.000000 Penalty: 5574.571289
	Iteration 50Q: 3 clusters Score -9465446 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 66722 members 
Entering Unmasked Estep 
Score: -9465440.000000 Penalty: 5574.571289
	Iteration 51Q: 3 clusters Score -9465440 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9316 members 
Mstep: Class 2 contains 66727 members 
Entering Unmasked Estep 
Score: -9465431.000000 Penalty: 5574.571289
	Iteration 52Q: 3 clusters Score -9465431 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Mstep: Class 2 contains 66732 members 
Entering Unmasked Estep 
Score: -9465424.000000 Penalty: 5574.571289
	Iteration 53Q: 3 clusters Score -9465424 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 66735 members 
Entering Unmasked Estep 
Score: -9465426.000000 Penalty: 5574.571289
	Iteration 54Q: 3 clusters Score -9465426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 66736 members 
Entering Unmasked Estep 
Score: -9465430.000000 Penalty: 5574.571289
	Iteration 55Q: 3 clusters Score -9465430 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9305 members 
Mstep: Class 2 contains 66738 members 
Entering Unmasked Estep 
Score: -9465432.000000 Penalty: 5574.571289
	Iteration 56Q: 3 clusters Score -9465432 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 66742 members 
Entering Unmasked Estep 
Score: -9465430.000000 Penalty: 5574.571289
	Iteration 57Q: 3 clusters Score -9465430 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 66742 members 
Entering Unmasked Estep 
Score: -9465430.000000 Penalty: 5574.571289
	Iteration 58F: 3 clusters Score -9465430 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 355 members 
Mstep: Class 1 contains 12920 members 
Mstep: Class 2 contains 6629 members 
Mstep: Class 3 contains 2319 members 
Mstep: Class 4 contains 236042 members 
Mstep: Class 5 contains 4161 members 
Mstep: Class 6 contains 4781 members 
Mstep: Class 7 contains 8413 members 
Mstep: Class 8 contains 15356 members 
Mstep: Class 9 contains 9301 members 
Mstep: Class 10 contains 80590 members 
Mstep: Class 11 contains 58337 members 
Mstep: Class 12 contains 4612 members 
Mstep: Class 13 contains 63244 members 
Mstep: Class 14 contains 48922 members 
Mstep: Class 15 contains 213115 members 
Mstep: Class 16 contains 51807 members 
Mstep: Class 17 contains 1339 members 
Mstep: Class 18 contains 29347 members 
Mstep: Class 19 contains 177535 members 
Mstep: Class 20 contains 59399 members 
Mstep: Class 21 contains 4520 members 
Mstep: Class 22 contains 11126 members 
Mstep: Class 23 contains 4204 members 
Mstep: Class 24 contains 13133 members 
Mstep: Class 25 contains 66742 members 
Entering Unmasked Estep 
Score: -147273808.000000 Penalty: 86725.546875
Splitting cluster 9 changes total score from -147215760.000000 to -147273808.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 10 (80590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80590 members 
Entering Unmasked Estep 
Score: -10168966.000000 Penalty: 2801.688232
	Iteration 0F: 2 clusters Score -1.016897e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40588 members 
Mstep: Class 2 contains 40002 members 
Entering Unmasked Estep 
Score: -10114929.000000 Penalty: 5603.376465
	Iteration 0F: 3 clusters Score -1.011493e+07 nChanged 37795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44529 members 
Mstep: Class 2 contains 36061 members 
Entering Unmasked Estep 
Score: -10137260.000000 Penalty: 5603.376465
	Iteration 1F: 3 clusters Score -1.013726e+07 nChanged 4136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47067 members 
Mstep: Class 2 contains 33523 members 
Entering Unmasked Estep 
Score: -10139431.000000 Penalty: 5603.376465
	Iteration 2F: 3 clusters Score -1.013943e+07 nChanged 4943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50460 members 
Mstep: Class 2 contains 30130 members 
Entering Unmasked Estep 
Score: -10142756.000000 Penalty: 5603.376465
	Iteration 3F: 3 clusters Score -1.014276e+07 nChanged 5572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54306 members 
Mstep: Class 2 contains 26284 members 
Entering Unmasked Estep 
Score: -10147024.000000 Penalty: 5603.376465
	Iteration 4F: 3 clusters Score -1.014702e+07 nChanged 5519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58017 members 
Mstep: Class 2 contains 22573 members 
Entering Unmasked Estep 
Score: -10151341.000000 Penalty: 5603.376465
	Iteration 5F: 3 clusters Score -1.015134e+07 nChanged 4773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61222 members 
Mstep: Class 2 contains 19368 members 
Entering Unmasked Estep 
Score: -10155519.000000 Penalty: 5603.376465
	Iteration 6F: 3 clusters Score -1.015552e+07 nChanged 3904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63448 members 
Mstep: Class 2 contains 17142 members 
Entering Unmasked Estep 
Score: -10159639.000000 Penalty: 5603.376465
	Iteration 7Q: 3 clusters Score -1.015964e+07 nChanged 3678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64400 members 
Mstep: Class 2 contains 16190 members 
Entering Unmasked Estep 
Score: -10163490.000000 Penalty: 5603.376465
	Iteration 8Q: 3 clusters Score -1.016349e+07 nChanged 3713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64111 members 
Mstep: Class 2 contains 16479 members 
Entering Unmasked Estep 
Score: -10166673.000000 Penalty: 5603.376465
	Iteration 9Q: 3 clusters Score -1.016667e+07 nChanged 3339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63194 members 
Mstep: Class 2 contains 17396 members 
Entering Unmasked Estep 
Score: -10168734.000000 Penalty: 5603.376465
	Iteration 10Q: 3 clusters Score -1.016873e+07 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62236 members 
Mstep: Class 2 contains 18354 members 
Entering Unmasked Estep 
Score: -10169838.000000 Penalty: 5603.376465
	Iteration 11Q: 3 clusters Score -1.016984e+07 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61303 members 
Mstep: Class 2 contains 19287 members 
Entering Unmasked Estep 
Score: -10170568.000000 Penalty: 5603.376465
	Iteration 12Q: 3 clusters Score -1.017057e+07 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60317 members 
Mstep: Class 2 contains 20273 members 
Entering Unmasked Estep 
Score: -10171145.000000 Penalty: 5603.376465
	Iteration 13Q: 3 clusters Score -1.017114e+07 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59298 members 
Mstep: Class 2 contains 21292 members 
Entering Unmasked Estep 
Score: -10171655.000000 Penalty: 5603.376465
	Iteration 14Q: 3 clusters Score -1.017166e+07 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58190 members 
Mstep: Class 2 contains 22400 members 
Entering Unmasked Estep 
Score: -10172156.000000 Penalty: 5603.376465
	Iteration 15Q: 3 clusters Score -1.017216e+07 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57099 members 
Mstep: Class 2 contains 23491 members 
Entering Unmasked Estep 
Score: -10172704.000000 Penalty: 5603.376465
	Iteration 16Q: 3 clusters Score -1.01727e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55947 members 
Mstep: Class 2 contains 24643 members 
Entering Unmasked Estep 
Score: -10173117.000000 Penalty: 5603.376465
	Iteration 17Q: 3 clusters Score -1.017312e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54828 members 
Mstep: Class 2 contains 25762 members 
Entering Unmasked Estep 
Score: -10173501.000000 Penalty: 5603.376465
	Iteration 18Q: 3 clusters Score -1.01735e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53740 members 
Mstep: Class 2 contains 26850 members 
Entering Unmasked Estep 
Score: -10173818.000000 Penalty: 5603.376465
	Iteration 19Q: 3 clusters Score -1.017382e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52628 members 
Mstep: Class 2 contains 27962 members 
Entering Unmasked Estep 
Score: -10174145.000000 Penalty: 5603.376465
	Iteration 20F: 3 clusters Score -1.017414e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51477 members 
Mstep: Class 2 contains 29113 members 
Entering Unmasked Estep 
Score: -10174494.000000 Penalty: 5603.376465
	Iteration 21Q: 3 clusters Score -1.017449e+07 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50325 members 
Mstep: Class 2 contains 30265 members 
Entering Unmasked Estep 
Score: -10174897.000000 Penalty: 5603.376465
	Iteration 22Q: 3 clusters Score -1.01749e+07 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49143 members 
Mstep: Class 2 contains 31447 members 
Entering Unmasked Estep 
Score: -10175265.000000 Penalty: 5603.376465
	Iteration 23Q: 3 clusters Score -1.017526e+07 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47973 members 
Mstep: Class 2 contains 32617 members 
Entering Unmasked Estep 
Score: -10175655.000000 Penalty: 5603.376465
	Iteration 24Q: 3 clusters Score -1.017566e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46824 members 
Mstep: Class 2 contains 33766 members 
Entering Unmasked Estep 
Score: -10176073.000000 Penalty: 5603.376465
	Iteration 25Q: 3 clusters Score -1.017607e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45671 members 
Mstep: Class 2 contains 34919 members 
Entering Unmasked Estep 
Score: -10176461.000000 Penalty: 5603.376465
	Iteration 26Q: 3 clusters Score -1.017646e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44576 members 
Mstep: Class 2 contains 36014 members 
Entering Unmasked Estep 
Score: -10176841.000000 Penalty: 5603.376465
	Iteration 27Q: 3 clusters Score -1.017684e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43547 members 
Mstep: Class 2 contains 37043 members 
Entering Unmasked Estep 
Score: -10177189.000000 Penalty: 5603.376465
	Iteration 28Q: 3 clusters Score -1.017719e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42565 members 
Mstep: Class 2 contains 38025 members 
Entering Unmasked Estep 
Score: -10177532.000000 Penalty: 5603.376465
	Iteration 29Q: 3 clusters Score -1.017753e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41661 members 
Mstep: Class 2 contains 38929 members 
Entering Unmasked Estep 
Score: -10177807.000000 Penalty: 5603.376465
	Iteration 30Q: 3 clusters Score -1.017781e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40761 members 
Mstep: Class 2 contains 39829 members 
Entering Unmasked Estep 
Score: -10178096.000000 Penalty: 5603.376465
	Iteration 31Q: 3 clusters Score -1.01781e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39883 members 
Mstep: Class 2 contains 40707 members 
Entering Unmasked Estep 
Score: -10178506.000000 Penalty: 5603.376465
	Iteration 32Q: 3 clusters Score -1.017851e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38936 members 
Mstep: Class 2 contains 41654 members 
Entering Unmasked Estep 
Score: -10179009.000000 Penalty: 5603.376465
	Iteration 33Q: 3 clusters Score -1.017901e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37829 members 
Mstep: Class 2 contains 42761 members 
Entering Unmasked Estep 
Score: -10179726.000000 Penalty: 5603.376465
	Iteration 34Q: 3 clusters Score -1.017973e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36632 members 
Mstep: Class 2 contains 43958 members 
Entering Unmasked Estep 
Score: -10180531.000000 Penalty: 5603.376465
	Iteration 35Q: 3 clusters Score -1.018053e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35490 members 
Mstep: Class 2 contains 45100 members 
Entering Unmasked Estep 
Score: -10181223.000000 Penalty: 5603.376465
	Iteration 36Q: 3 clusters Score -1.018122e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34455 members 
Mstep: Class 2 contains 46135 members 
Entering Unmasked Estep 
Score: -10181752.000000 Penalty: 5603.376465
	Iteration 37Q: 3 clusters Score -1.018175e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33596 members 
Mstep: Class 2 contains 46994 members 
Entering Unmasked Estep 
Score: -10182142.000000 Penalty: 5603.376465
	Iteration 38Q: 3 clusters Score -1.018214e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32898 members 
Mstep: Class 2 contains 47692 members 
Entering Unmasked Estep 
Score: -10182412.000000 Penalty: 5603.376465
	Iteration 39Q: 3 clusters Score -1.018241e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32384 members 
Mstep: Class 2 contains 48206 members 
Entering Unmasked Estep 
Score: -10183012.000000 Penalty: 5603.376465
	Iteration 40F: 3 clusters Score -1.018301e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31709 members 
Mstep: Class 2 contains 48881 members 
Entering Unmasked Estep 
Score: -10183409.000000 Penalty: 5603.376465
	Iteration 41Q: 3 clusters Score -1.018341e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31152 members 
Mstep: Class 2 contains 49438 members 
Entering Unmasked Estep 
Score: -10183564.000000 Penalty: 5603.376465
	Iteration 42Q: 3 clusters Score -1.018356e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30725 members 
Mstep: Class 2 contains 49865 members 
Entering Unmasked Estep 
Score: -10183651.000000 Penalty: 5603.376465
	Iteration 43Q: 3 clusters Score -1.018365e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30378 members 
Mstep: Class 2 contains 50212 members 
Entering Unmasked Estep 
Score: -10183780.000000 Penalty: 5603.376465
	Iteration 44Q: 3 clusters Score -1.018378e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30072 members 
Mstep: Class 2 contains 50518 members 
Entering Unmasked Estep 
Score: -10183829.000000 Penalty: 5603.376465
	Iteration 45Q: 3 clusters Score -1.018383e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29804 members 
Mstep: Class 2 contains 50786 members 
Entering Unmasked Estep 
Score: -10183923.000000 Penalty: 5603.376465
	Iteration 46Q: 3 clusters Score -1.018392e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29549 members 
Mstep: Class 2 contains 51041 members 
Entering Unmasked Estep 
Score: -10183978.000000 Penalty: 5603.376465
	Iteration 47Q: 3 clusters Score -1.018398e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29311 members 
Mstep: Class 2 contains 51279 members 
Entering Unmasked Estep 
Score: -10184036.000000 Penalty: 5603.376465
	Iteration 48Q: 3 clusters Score -1.018404e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29094 members 
Mstep: Class 2 contains 51496 members 
Entering Unmasked Estep 
Score: -10184059.000000 Penalty: 5603.376465
	Iteration 49Q: 3 clusters Score -1.018406e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28900 members 
Mstep: Class 2 contains 51690 members 
Entering Unmasked Estep 
Score: -10184126.000000 Penalty: 5603.376465
	Iteration 50Q: 3 clusters Score -1.018413e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28725 members 
Mstep: Class 2 contains 51865 members 
Entering Unmasked Estep 
Score: -10184164.000000 Penalty: 5603.376465
	Iteration 51Q: 3 clusters Score -1.018416e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28552 members 
Mstep: Class 2 contains 52038 members 
Entering Unmasked Estep 
Score: -10184227.000000 Penalty: 5603.376465
	Iteration 52Q: 3 clusters Score -1.018423e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28385 members 
Mstep: Class 2 contains 52205 members 
Entering Unmasked Estep 
Score: -10184226.000000 Penalty: 5603.376465
	Iteration 53Q: 3 clusters Score -1.018423e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28241 members 
Mstep: Class 2 contains 52349 members 
Entering Unmasked Estep 
Score: -10184229.000000 Penalty: 5603.376465
	Iteration 54Q: 3 clusters Score -1.018423e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28122 members 
Mstep: Class 2 contains 52468 members 
Entering Unmasked Estep 
Score: -10184254.000000 Penalty: 5603.376465
	Iteration 55Q: 3 clusters Score -1.018425e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28021 members 
Mstep: Class 2 contains 52569 members 
Entering Unmasked Estep 
Score: -10184300.000000 Penalty: 5603.376465
	Iteration 56Q: 3 clusters Score -1.01843e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27945 members 
Mstep: Class 2 contains 52645 members 
Entering Unmasked Estep 
Score: -10184293.000000 Penalty: 5603.376465
	Iteration 57Q: 3 clusters Score -1.018429e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27879 members 
Mstep: Class 2 contains 52711 members 
Entering Unmasked Estep 
Score: -10184301.000000 Penalty: 5603.376465
	Iteration 58Q: 3 clusters Score -1.01843e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27820 members 
Mstep: Class 2 contains 52770 members 
Entering Unmasked Estep 
Score: -10184304.000000 Penalty: 5603.376465
	Iteration 59Q: 3 clusters Score -1.01843e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27763 members 
Mstep: Class 2 contains 52827 members 
Entering Unmasked Estep 
Score: -10184306.000000 Penalty: 5603.376465
	Iteration 60F: 3 clusters Score -1.018431e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27711 members 
Mstep: Class 2 contains 52879 members 
Entering Unmasked Estep 
Score: -10184325.000000 Penalty: 5603.376465
	Iteration 61Q: 3 clusters Score -1.018432e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27672 members 
Mstep: Class 2 contains 52918 members 
Entering Unmasked Estep 
Score: -10184321.000000 Penalty: 5603.376465
	Iteration 62Q: 3 clusters Score -1.018432e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27641 members 
Mstep: Class 2 contains 52949 members 
Entering Unmasked Estep 
Score: -10184310.000000 Penalty: 5603.376465
	Iteration 63Q: 3 clusters Score -1.018431e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27612 members 
Mstep: Class 2 contains 52978 members 
Entering Unmasked Estep 
Score: -10184315.000000 Penalty: 5603.376465
	Iteration 64Q: 3 clusters Score -1.018432e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27591 members 
Mstep: Class 2 contains 52999 members 
Entering Unmasked Estep 
Score: -10184320.000000 Penalty: 5603.376465
	Iteration 65Q: 3 clusters Score -1.018432e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27578 members 
Mstep: Class 2 contains 53012 members 
Entering Unmasked Estep 
Score: -10184309.000000 Penalty: 5603.376465
	Iteration 66Q: 3 clusters Score -1.018431e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27574 members 
Mstep: Class 2 contains 53016 members 
Entering Unmasked Estep 
Score: -10184325.000000 Penalty: 5603.376465
	Iteration 67Q: 3 clusters Score -1.018432e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27570 members 
Mstep: Class 2 contains 53020 members 
Entering Unmasked Estep 
Score: -10184315.000000 Penalty: 5603.376465
	Iteration 68Q: 3 clusters Score -1.018432e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27570 members 
Mstep: Class 2 contains 53020 members 
Entering Unmasked Estep 
Score: -10184315.000000 Penalty: 5603.376465
	Iteration 69F: 3 clusters Score -1.018432e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 355 members 
Mstep: Class 1 contains 12920 members 
Mstep: Class 2 contains 6629 members 
Mstep: Class 3 contains 2319 members 
Mstep: Class 4 contains 236042 members 
Mstep: Class 5 contains 4161 members 
Mstep: Class 6 contains 4781 members 
Mstep: Class 7 contains 8413 members 
Mstep: Class 8 contains 15356 members 
Mstep: Class 9 contains 9301 members 
Mstep: Class 10 contains 27570 members 
Mstep: Class 11 contains 58337 members 
Mstep: Class 12 contains 4612 members 
Mstep: Class 13 contains 63244 members 
Mstep: Class 14 contains 48922 members 
Mstep: Class 15 contains 213115 members 
Mstep: Class 16 contains 51807 members 
Mstep: Class 17 contains 1339 members 
Mstep: Class 18 contains 29347 members 
Mstep: Class 19 contains 177535 members 
Mstep: Class 20 contains 59399 members 
Mstep: Class 21 contains 4520 members 
Mstep: Class 22 contains 11126 members 
Mstep: Class 23 contains 4204 members 
Mstep: Class 24 contains 13133 members 
Mstep: Class 25 contains 66742 members 
Mstep: Class 26 contains 53020 members 
Entering Unmasked Estep 
Score: -147288128.000000 Penalty: 90194.570312
Splitting cluster 10 changes total score from -147215760.000000 to -147288128.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 11 (58337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58337 members 
Entering Unmasked Estep 
Score: -7296006.500000 Penalty: 2721.549805
	Iteration 0F: 2 clusters Score -7296006 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29291 members 
Mstep: Class 2 contains 29046 members 
Entering Unmasked Estep 
Score: -7256635.500000 Penalty: 5443.099609
	Iteration 0F: 3 clusters Score -7256636 nChanged 27378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30273 members 
Mstep: Class 2 contains 28064 members 
Entering Unmasked Estep 
Score: -7273609.500000 Penalty: 5443.099609
	Iteration 1F: 3 clusters Score -7273610 nChanged 3739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30344 members 
Mstep: Class 2 contains 27993 members 
Entering Unmasked Estep 
Score: -7276485.000000 Penalty: 5443.099609
	Iteration 2F: 3 clusters Score -7276485 nChanged 4324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30020 members 
Mstep: Class 2 contains 28317 members 
Entering Unmasked Estep 
Score: -7280038.500000 Penalty: 5443.099609
	Iteration 3F: 3 clusters Score -7280038 nChanged 4611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29235 members 
Mstep: Class 2 contains 29102 members 
Entering Unmasked Estep 
Score: -7283645.000000 Penalty: 5443.099609
	Iteration 4F: 3 clusters Score -7283645 nChanged 4479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28148 members 
Mstep: Class 2 contains 30189 members 
Entering Unmasked Estep 
Score: -7286948.000000 Penalty: 5443.099609
	Iteration 5F: 3 clusters Score -7286948 nChanged 3785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27079 members 
Mstep: Class 2 contains 31258 members 
Entering Unmasked Estep 
Score: -7289262.500000 Penalty: 5443.099609
	Iteration 6F: 3 clusters Score -7289262 nChanged 2938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26071 members 
Mstep: Class 2 contains 32266 members 
Entering Unmasked Estep 
Score: -7290668.000000 Penalty: 5443.099609
	Iteration 7F: 3 clusters Score -7290668 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25183 members 
Mstep: Class 2 contains 33154 members 
Entering Unmasked Estep 
Score: -7291642.000000 Penalty: 5443.099609
	Iteration 8Q: 3 clusters Score -7291642 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24268 members 
Mstep: Class 2 contains 34069 members 
Entering Unmasked Estep 
Score: -7292313.000000 Penalty: 5443.099609
	Iteration 9Q: 3 clusters Score -7292313 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23380 members 
Mstep: Class 2 contains 34957 members 
Entering Unmasked Estep 
Score: -7292818.500000 Penalty: 5443.099609
	Iteration 10Q: 3 clusters Score -7292818 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22406 members 
Mstep: Class 2 contains 35931 members 
Entering Unmasked Estep 
Score: -7293303.000000 Penalty: 5443.099609
	Iteration 11Q: 3 clusters Score -7293303 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21380 members 
Mstep: Class 2 contains 36957 members 
Entering Unmasked Estep 
Score: -7293779.500000 Penalty: 5443.099609
	Iteration 12Q: 3 clusters Score -7293780 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20284 members 
Mstep: Class 2 contains 38053 members 
Entering Unmasked Estep 
Score: -7294171.000000 Penalty: 5443.099609
	Iteration 13Q: 3 clusters Score -7294171 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19118 members 
Mstep: Class 2 contains 39219 members 
Entering Unmasked Estep 
Score: -7294715.500000 Penalty: 5443.099609
	Iteration 14Q: 3 clusters Score -7294716 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17849 members 
Mstep: Class 2 contains 40488 members 
Entering Unmasked Estep 
Score: -7295372.500000 Penalty: 5443.099609
	Iteration 15Q: 3 clusters Score -7295372 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16563 members 
Mstep: Class 2 contains 41774 members 
Entering Unmasked Estep 
Score: -7296236.000000 Penalty: 5443.099609
	Iteration 16Q: 3 clusters Score -7296236 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15293 members 
Mstep: Class 2 contains 43044 members 
Entering Unmasked Estep 
Score: -7297040.000000 Penalty: 5443.099609
	Iteration 17Q: 3 clusters Score -7297040 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14191 members 
Mstep: Class 2 contains 44146 members 
Entering Unmasked Estep 
Score: -7297744.500000 Penalty: 5443.099609
	Iteration 18Q: 3 clusters Score -7297744 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13323 members 
Mstep: Class 2 contains 45014 members 
Entering Unmasked Estep 
Score: -7298166.500000 Penalty: 5443.099609
	Iteration 19Q: 3 clusters Score -7298166 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12699 members 
Mstep: Class 2 contains 45638 members 
Entering Unmasked Estep 
Score: -7298414.500000 Penalty: 5443.099609
	Iteration 20F: 3 clusters Score -7298414 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12202 members 
Mstep: Class 2 contains 46135 members 
Entering Unmasked Estep 
Score: -7298551.500000 Penalty: 5443.099609
	Iteration 21Q: 3 clusters Score -7298552 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11842 members 
Mstep: Class 2 contains 46495 members 
Entering Unmasked Estep 
Score: -7298594.500000 Penalty: 5443.099609
	Iteration 22Q: 3 clusters Score -7298594 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11587 members 
Mstep: Class 2 contains 46750 members 
Entering Unmasked Estep 
Score: -7298637.000000 Penalty: 5443.099609
	Iteration 23Q: 3 clusters Score -7298637 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11397 members 
Mstep: Class 2 contains 46940 members 
Entering Unmasked Estep 
Score: -7298672.500000 Penalty: 5443.099609
	Iteration 24Q: 3 clusters Score -7298672 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11244 members 
Mstep: Class 2 contains 47093 members 
Entering Unmasked Estep 
Score: -7298688.000000 Penalty: 5443.099609
	Iteration 25Q: 3 clusters Score -7298688 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11129 members 
Mstep: Class 2 contains 47208 members 
Entering Unmasked Estep 
Score: -7298698.000000 Penalty: 5443.099609
	Iteration 26Q: 3 clusters Score -7298698 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11036 members 
Mstep: Class 2 contains 47301 members 
Entering Unmasked Estep 
Score: -7298707.500000 Penalty: 5443.099609
	Iteration 27Q: 3 clusters Score -7298708 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10946 members 
Mstep: Class 2 contains 47391 members 
Entering Unmasked Estep 
Score: -7298710.000000 Penalty: 5443.099609
	Iteration 28Q: 3 clusters Score -7298710 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10874 members 
Mstep: Class 2 contains 47463 members 
Entering Unmasked Estep 
Score: -7298701.500000 Penalty: 5443.099609
	Iteration 29Q: 3 clusters Score -7298702 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10810 members 
Mstep: Class 2 contains 47527 members 
Entering Unmasked Estep 
Score: -7298689.000000 Penalty: 5443.099609
	Iteration 30Q: 3 clusters Score -7298689 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10749 members 
Mstep: Class 2 contains 47588 members 
Entering Unmasked Estep 
Score: -7298695.500000 Penalty: 5443.099609
	Iteration 31Q: 3 clusters Score -7298696 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10686 members 
Mstep: Class 2 contains 47651 members 
Entering Unmasked Estep 
Score: -7298702.000000 Penalty: 5443.099609
	Iteration 32Q: 3 clusters Score -7298702 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 47718 members 
Entering Unmasked Estep 
Score: -7298706.000000 Penalty: 5443.099609
	Iteration 33Q: 3 clusters Score -7298706 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10567 members 
Mstep: Class 2 contains 47770 members 
Entering Unmasked Estep 
Score: -7298700.500000 Penalty: 5443.099609
	Iteration 34Q: 3 clusters Score -7298700 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10513 members 
Mstep: Class 2 contains 47824 members 
Entering Unmasked Estep 
Score: -7298718.500000 Penalty: 5443.099609
	Iteration 35Q: 3 clusters Score -7298718 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10467 members 
Mstep: Class 2 contains 47870 members 
Entering Unmasked Estep 
Score: -7298729.500000 Penalty: 5443.099609
	Iteration 36Q: 3 clusters Score -7298730 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10428 members 
Mstep: Class 2 contains 47909 members 
Entering Unmasked Estep 
Score: -7298732.000000 Penalty: 5443.099609
	Iteration 37Q: 3 clusters Score -7298732 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10401 members 
Mstep: Class 2 contains 47936 members 
Entering Unmasked Estep 
Score: -7298728.000000 Penalty: 5443.099609
	Iteration 38Q: 3 clusters Score -7298728 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10381 members 
Mstep: Class 2 contains 47956 members 
Entering Unmasked Estep 
Score: -7298734.500000 Penalty: 5443.099609
	Iteration 39Q: 3 clusters Score -7298734 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 47970 members 
Entering Unmasked Estep 
Score: -7298743.500000 Penalty: 5443.099609
	Iteration 40F: 3 clusters Score -7298744 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 47985 members 
Entering Unmasked Estep 
Score: -7298741.500000 Penalty: 5443.099609
	Iteration 41Q: 3 clusters Score -7298742 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10340 members 
Mstep: Class 2 contains 47997 members 
Entering Unmasked Estep 
Score: -7298734.000000 Penalty: 5443.099609
	Iteration 42Q: 3 clusters Score -7298734 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10326 members 
Mstep: Class 2 contains 48011 members 
Entering Unmasked Estep 
Score: -7298742.000000 Penalty: 5443.099609
	Iteration 43Q: 3 clusters Score -7298742 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10314 members 
Mstep: Class 2 contains 48023 members 
Entering Unmasked Estep 
Score: -7298739.000000 Penalty: 5443.099609
	Iteration 44Q: 3 clusters Score -7298739 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 48030 members 
Entering Unmasked Estep 
Score: -7298747.000000 Penalty: 5443.099609
	Iteration 45Q: 3 clusters Score -7298747 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10297 members 
Mstep: Class 2 contains 48040 members 
Entering Unmasked Estep 
Score: -7298742.000000 Penalty: 5443.099609
	Iteration 46Q: 3 clusters Score -7298742 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10292 members 
Mstep: Class 2 contains 48045 members 
Entering Unmasked Estep 
Score: -7298747.000000 Penalty: 5443.099609
	Iteration 47Q: 3 clusters Score -7298747 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10289 members 
Mstep: Class 2 contains 48048 members 
Entering Unmasked Estep 
Score: -7298739.000000 Penalty: 5443.099609
	Iteration 48Q: 3 clusters Score -7298739 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 48055 members 
Entering Unmasked Estep 
Score: -7298744.500000 Penalty: 5443.099609
	Iteration 49Q: 3 clusters Score -7298744 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 48059 members 
Entering Unmasked Estep 
Score: -7298742.000000 Penalty: 5443.099609
	Iteration 50Q: 3 clusters Score -7298742 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10270 members 
Mstep: Class 2 contains 48067 members 
Entering Unmasked Estep 
Score: -7298749.000000 Penalty: 5443.099609
	Iteration 51Q: 3 clusters Score -7298749 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 48074 members 
Entering Unmasked Estep 
Score: -7298744.000000 Penalty: 5443.099609
	Iteration 52Q: 3 clusters Score -7298744 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10255 members 
Mstep: Class 2 contains 48082 members 
Entering Unmasked Estep 
Score: -7298744.000000 Penalty: 5443.099609
	Iteration 53Q: 3 clusters Score -7298744 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10249 members 
Mstep: Class 2 contains 48088 members 
Entering Unmasked Estep 
Score: -7298746.500000 Penalty: 5443.099609
	Iteration 54Q: 3 clusters Score -7298746 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10243 members 
Mstep: Class 2 contains 48094 members 
Entering Unmasked Estep 
Score: -7298745.000000 Penalty: 5443.099609
	Iteration 55Q: 3 clusters Score -7298745 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10237 members 
Mstep: Class 2 contains 48100 members 
Entering Unmasked Estep 
Score: -7298745.500000 Penalty: 5443.099609
	Iteration 56Q: 3 clusters Score -7298746 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10233 members 
Mstep: Class 2 contains 48104 members 
Entering Unmasked Estep 
Score: -7298744.000000 Penalty: 5443.099609
	Iteration 57Q: 3 clusters Score -7298744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10230 members 
Mstep: Class 2 contains 48107 members 
Entering Unmasked Estep 
Score: -7298754.000000 Penalty: 5443.099609
	Iteration 58Q: 3 clusters Score -7298754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10228 members 
Mstep: Class 2 contains 48109 members 
Entering Unmasked Estep 
Score: -7298744.500000 Penalty: 5443.099609
	Iteration 59Q: 3 clusters Score -7298744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10226 members 
Mstep: Class 2 contains 48111 members 
Entering Unmasked Estep 
Score: -7298741.000000 Penalty: 5443.099609
	Iteration 60F: 3 clusters Score -7298741 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 355 members 
Mstep: Class 1 contains 12920 members 
Mstep: Class 2 contains 6629 members 
Mstep: Class 3 contains 2319 members 
Mstep: Class 4 contains 236042 members 
Mstep: Class 5 contains 4161 members 
Mstep: Class 6 contains 4781 members 
Mstep: Class 7 contains 8413 members 
Mstep: Class 8 contains 15356 members 
Mstep: Class 9 contains 9301 members 
Mstep: Class 10 contains 27570 members 
Mstep: Class 11 contains 10226 members 
Mstep: Class 12 contains 4612 members 
Mstep: Class 13 contains 63244 members 
Mstep: Class 14 contains 48922 members 
Mstep: Class 15 contains 213115 members 
Mstep: Class 16 contains 51807 members 
Mstep: Class 17 contains 1339 members 
Mstep: Class 18 contains 29347 members 
Mstep: Class 19 contains 177535 members 
Mstep: Class 20 contains 59399 members 
Mstep: Class 21 contains 4520 members 
Mstep: Class 22 contains 11126 members 
Mstep: Class 23 contains 4204 members 
Mstep: Class 24 contains 13133 members 
Mstep: Class 25 contains 66742 members 
Mstep: Class 26 contains 53020 members 
Mstep: Class 27 contains 48111 members 
Entering Unmasked Estep 
Score: -147289344.000000 Penalty: 93663.593750
Splitting cluster 11 changes total score from -147215760.000000 to -147289344.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 12 (4612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Entering Unmasked Estep 
Score: -543126.375000 Penalty: 2092.231445
	Iteration 0F: 2 clusters Score -543126.4 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 2278 members 
Entering Unmasked Estep 
Score: -540377.812500 Penalty: 4184.462891
	Iteration 0F: 3 clusters Score -540377.8 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -554943.500000 Penalty: 4184.462891
	Iteration 1F: 3 clusters Score -554943.5 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -561971.250000 Penalty: 4184.462891
	Iteration 2F: 3 clusters Score -561971.2 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -565866.250000 Penalty: 4184.462891
	Iteration 3F: 3 clusters Score -565866.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -566448.062500 Penalty: 4184.462891
	Iteration 4Q: 3 clusters Score -566448.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -566976.062500 Penalty: 4184.462891
	Iteration 5Q: 3 clusters Score -566976.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -567135.687500 Penalty: 4184.462891
	Iteration 6Q: 3 clusters Score -567135.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -567113.187500 Penalty: 4184.462891
	Iteration 7Q: 3 clusters Score -567113.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -567208.750000 Penalty: 4184.462891
	Iteration 8Q: 3 clusters Score -567208.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -567143.062500 Penalty: 4184.462891
	Iteration 9Q: 3 clusters Score -567143.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -567126.937500 Penalty: 4184.462891
	Iteration 10Q: 3 clusters Score -567126.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -567212.937500 Penalty: 4184.462891
	Iteration 11Q: 3 clusters Score -567212.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -567226.625000 Penalty: 4184.462891
	Iteration 12Q: 3 clusters Score -567226.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -567191.312500 Penalty: 4184.462891
	Iteration 13Q: 3 clusters Score -567191.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -567266.125000 Penalty: 4184.462891
	Iteration 14Q: 3 clusters Score -567266.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -567269.750000 Penalty: 4184.462891
	Iteration 15Q: 3 clusters Score -567269.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -567237.562500 Penalty: 4184.462891
	Iteration 16Q: 3 clusters Score -567237.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -567271.250000 Penalty: 4184.462891
	Iteration 17Q: 3 clusters Score -567271.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -567271.250000 Penalty: 4184.462891
	Iteration 18F: 3 clusters Score -567271.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 355 members 
Mstep: Class 1 contains 12920 members 
Mstep: Class 2 contains 6629 members 
Mstep: Class 3 contains 2319 members 
Mstep: Class 4 contains 236042 members 
Mstep: Class 5 contains 4161 members 
Mstep: Class 6 contains 4781 members 
Mstep: Class 7 contains 8413 members 
Mstep: Class 8 contains 15356 members 
Mstep: Class 9 contains 9301 members 
Mstep: Class 10 contains 27570 members 
Mstep: Class 11 contains 10226 members 
Mstep: Class 12 contains 2000 members 
Mstep: Class 13 contains 63244 members 
Mstep: Class 14 contains 48922 members 
Mstep: Class 15 contains 213115 members 
Mstep: Class 16 contains 51807 members 
Mstep: Class 17 contains 1339 members 
Mstep: Class 18 contains 29347 members 
Mstep: Class 19 contains 177535 members 
Mstep: Class 20 contains 59399 members 
Mstep: Class 21 contains 4520 members 
Mstep: Class 22 contains 11126 members 
Mstep: Class 23 contains 4204 members 
Mstep: Class 24 contains 13133 members 
Mstep: Class 25 contains 66742 members 
Mstep: Class 26 contains 53020 members 
Mstep: Class 27 contains 48111 members 
Mstep: Class 28 contains 2612 members 
Entering Unmasked Estep 
Score: -147312560.000000 Penalty: 97132.609375
Splitting cluster 12 changes total score from -147215760.000000 to -147312560.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 13 (63244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63244 members 
Entering Unmasked Estep 
Score: -7888709.500000 Penalty: 2741.579346
	Iteration 0F: 2 clusters Score -7888710 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31655 members 
Mstep: Class 2 contains 31589 members 
Entering Unmasked Estep 
Score: -7846265.000000 Penalty: 5483.158691
	Iteration 0F: 3 clusters Score -7846265 nChanged 29473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31148 members 
Mstep: Class 2 contains 32096 members 
Entering Unmasked Estep 
Score: -7864749.000000 Penalty: 5483.158691
	Iteration 1F: 3 clusters Score -7864749 nChanged 4778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29728 members 
Mstep: Class 2 contains 33516 members 
Entering Unmasked Estep 
Score: -7869049.500000 Penalty: 5483.158691
	Iteration 2F: 3 clusters Score -7869050 nChanged 6339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27163 members 
Mstep: Class 2 contains 36081 members 
Entering Unmasked Estep 
Score: -7875463.000000 Penalty: 5483.158691
	Iteration 3F: 3 clusters Score -7875463 nChanged 6416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24433 members 
Mstep: Class 2 contains 38811 members 
Entering Unmasked Estep 
Score: -7881053.500000 Penalty: 5483.158691
	Iteration 4F: 3 clusters Score -7881054 nChanged 4870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22399 members 
Mstep: Class 2 contains 40845 members 
Entering Unmasked Estep 
Score: -7883974.500000 Penalty: 5483.158691
	Iteration 5F: 3 clusters Score -7883974 nChanged 3125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21106 members 
Mstep: Class 2 contains 42138 members 
Entering Unmasked Estep 
Score: -7885230.000000 Penalty: 5483.158691
	Iteration 6Q: 3 clusters Score -7885230 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20165 members 
Mstep: Class 2 contains 43079 members 
Entering Unmasked Estep 
Score: -7885854.500000 Penalty: 5483.158691
	Iteration 7Q: 3 clusters Score -7885854 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19385 members 
Mstep: Class 2 contains 43859 members 
Entering Unmasked Estep 
Score: -7886138.500000 Penalty: 5483.158691
	Iteration 8Q: 3 clusters Score -7886138 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18747 members 
Mstep: Class 2 contains 44497 members 
Entering Unmasked Estep 
Score: -7886354.000000 Penalty: 5483.158691
	Iteration 9Q: 3 clusters Score -7886354 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18147 members 
Mstep: Class 2 contains 45097 members 
Entering Unmasked Estep 
Score: -7886525.000000 Penalty: 5483.158691
	Iteration 10Q: 3 clusters Score -7886525 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17582 members 
Mstep: Class 2 contains 45662 members 
Entering Unmasked Estep 
Score: -7886627.500000 Penalty: 5483.158691
	Iteration 11Q: 3 clusters Score -7886628 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17060 members 
Mstep: Class 2 contains 46184 members 
Entering Unmasked Estep 
Score: -7886754.000000 Penalty: 5483.158691
	Iteration 12Q: 3 clusters Score -7886754 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16532 members 
Mstep: Class 2 contains 46712 members 
Entering Unmasked Estep 
Score: -7886919.000000 Penalty: 5483.158691
	Iteration 13Q: 3 clusters Score -7886919 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16001 members 
Mstep: Class 2 contains 47243 members 
Entering Unmasked Estep 
Score: -7887111.000000 Penalty: 5483.158691
	Iteration 14Q: 3 clusters Score -7887111 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15452 members 
Mstep: Class 2 contains 47792 members 
Entering Unmasked Estep 
Score: -7887328.000000 Penalty: 5483.158691
	Iteration 15Q: 3 clusters Score -7887328 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14913 members 
Mstep: Class 2 contains 48331 members 
Entering Unmasked Estep 
Score: -7887472.500000 Penalty: 5483.158691
	Iteration 16Q: 3 clusters Score -7887472 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14365 members 
Mstep: Class 2 contains 48879 members 
Entering Unmasked Estep 
Score: -7887650.000000 Penalty: 5483.158691
	Iteration 17Q: 3 clusters Score -7887650 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13795 members 
Mstep: Class 2 contains 49449 members 
Entering Unmasked Estep 
Score: -7887936.000000 Penalty: 5483.158691
	Iteration 18Q: 3 clusters Score -7887936 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13191 members 
Mstep: Class 2 contains 50053 members 
Entering Unmasked Estep 
Score: -7888263.500000 Penalty: 5483.158691
	Iteration 19Q: 3 clusters Score -7888264 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12586 members 
Mstep: Class 2 contains 50658 members 
Entering Unmasked Estep 
Score: -7888611.500000 Penalty: 5483.158691
	Iteration 20F: 3 clusters Score -7888612 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12034 members 
Mstep: Class 2 contains 51210 members 
Entering Unmasked Estep 
Score: -7888866.000000 Penalty: 5483.158691
	Iteration 21Q: 3 clusters Score -7888866 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11576 members 
Mstep: Class 2 contains 51668 members 
Entering Unmasked Estep 
Score: -7889081.500000 Penalty: 5483.158691
	Iteration 22Q: 3 clusters Score -7889082 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11210 members 
Mstep: Class 2 contains 52034 members 
Entering Unmasked Estep 
Score: -7889218.000000 Penalty: 5483.158691
	Iteration 23Q: 3 clusters Score -7889218 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10899 members 
Mstep: Class 2 contains 52345 members 
Entering Unmasked Estep 
Score: -7889362.000000 Penalty: 5483.158691
	Iteration 24Q: 3 clusters Score -7889362 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10612 members 
Mstep: Class 2 contains 52632 members 
Entering Unmasked Estep 
Score: -7889465.000000 Penalty: 5483.158691
	Iteration 25Q: 3 clusters Score -7889465 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 52892 members 
Entering Unmasked Estep 
Score: -7889529.000000 Penalty: 5483.158691
	Iteration 26Q: 3 clusters Score -7889529 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 53125 members 
Entering Unmasked Estep 
Score: -7889574.000000 Penalty: 5483.158691
	Iteration 27Q: 3 clusters Score -7889574 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 53340 members 
Entering Unmasked Estep 
Score: -7889581.500000 Penalty: 5483.158691
	Iteration 28Q: 3 clusters Score -7889582 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 53522 members 
Entering Unmasked Estep 
Score: -7889635.500000 Penalty: 5483.158691
	Iteration 29Q: 3 clusters Score -7889636 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 53721 members 
Entering Unmasked Estep 
Score: -7889674.500000 Penalty: 5483.158691
	Iteration 30Q: 3 clusters Score -7889674 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 53896 members 
Entering Unmasked Estep 
Score: -7889708.500000 Penalty: 5483.158691
	Iteration 31Q: 3 clusters Score -7889708 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 54089 members 
Entering Unmasked Estep 
Score: -7889731.500000 Penalty: 5483.158691
	Iteration 32Q: 3 clusters Score -7889732 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 54263 members 
Entering Unmasked Estep 
Score: -7889784.000000 Penalty: 5483.158691
	Iteration 33Q: 3 clusters Score -7889784 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 54400 members 
Entering Unmasked Estep 
Score: -7889816.500000 Penalty: 5483.158691
	Iteration 34Q: 3 clusters Score -7889816 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 54512 members 
Entering Unmasked Estep 
Score: -7889839.000000 Penalty: 5483.158691
	Iteration 35Q: 3 clusters Score -7889839 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 54626 members 
Entering Unmasked Estep 
Score: -7889861.000000 Penalty: 5483.158691
	Iteration 36Q: 3 clusters Score -7889861 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 54755 members 
Entering Unmasked Estep 
Score: -7889864.000000 Penalty: 5483.158691
	Iteration 37Q: 3 clusters Score -7889864 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 54883 members 
Entering Unmasked Estep 
Score: -7889902.500000 Penalty: 5483.158691
	Iteration 38Q: 3 clusters Score -7889902 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 55029 members 
Entering Unmasked Estep 
Score: -7889951.000000 Penalty: 5483.158691
	Iteration 39Q: 3 clusters Score -7889951 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 55172 members 
Entering Unmasked Estep 
Score: -7889953.000000 Penalty: 5483.158691
	Iteration 40F: 3 clusters Score -7889953 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 55306 members 
Entering Unmasked Estep 
Score: -7889992.500000 Penalty: 5483.158691
	Iteration 41Q: 3 clusters Score -7889992 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 55452 members 
Entering Unmasked Estep 
Score: -7890029.000000 Penalty: 5483.158691
	Iteration 42Q: 3 clusters Score -7890029 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 55608 members 
Entering Unmasked Estep 
Score: -7890084.000000 Penalty: 5483.158691
	Iteration 43Q: 3 clusters Score -7890084 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 55742 members 
Entering Unmasked Estep 
Score: -7890090.500000 Penalty: 5483.158691
	Iteration 44Q: 3 clusters Score -7890090 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 55868 members 
Entering Unmasked Estep 
Score: -7890138.500000 Penalty: 5483.158691
	Iteration 45Q: 3 clusters Score -7890138 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 55997 members 
Entering Unmasked Estep 
Score: -7890165.500000 Penalty: 5483.158691
	Iteration 46Q: 3 clusters Score -7890166 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 56124 members 
Entering Unmasked Estep 
Score: -7890230.000000 Penalty: 5483.158691
	Iteration 47Q: 3 clusters Score -7890230 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 56254 members 
Entering Unmasked Estep 
Score: -7890281.500000 Penalty: 5483.158691
	Iteration 48Q: 3 clusters Score -7890282 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 56377 members 
Entering Unmasked Estep 
Score: -7890368.000000 Penalty: 5483.158691
	Iteration 49Q: 3 clusters Score -7890368 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 56493 members 
Entering Unmasked Estep 
Score: -7890435.000000 Penalty: 5483.158691
	Iteration 50Q: 3 clusters Score -7890435 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 56589 members 
Entering Unmasked Estep 
Score: -7890477.000000 Penalty: 5483.158691
	Iteration 51Q: 3 clusters Score -7890477 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 56684 members 
Entering Unmasked Estep 
Score: -7890520.500000 Penalty: 5483.158691
	Iteration 52Q: 3 clusters Score -7890520 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 56814 members 
Entering Unmasked Estep 
Score: -7890659.000000 Penalty: 5483.158691
	Iteration 53Q: 3 clusters Score -7890659 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 56893 members 
Entering Unmasked Estep 
Score: -7890733.000000 Penalty: 5483.158691
	Iteration 54Q: 3 clusters Score -7890733 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 56960 members 
Entering Unmasked Estep 
Score: -7890729.000000 Penalty: 5483.158691
	Iteration 55Q: 3 clusters Score -7890729 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 57000 members 
Entering Unmasked Estep 
Score: -7890722.000000 Penalty: 5483.158691
	Iteration 56Q: 3 clusters Score -7890722 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 57047 members 
Entering Unmasked Estep 
Score: -7890756.000000 Penalty: 5483.158691
	Iteration 57Q: 3 clusters Score -7890756 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 57085 members 
Entering Unmasked Estep 
Score: -7890759.000000 Penalty: 5483.158691
	Iteration 58Q: 3 clusters Score -7890759 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 57112 members 
Entering Unmasked Estep 
Score: -7890773.000000 Penalty: 5483.158691
	Iteration 59Q: 3 clusters Score -7890773 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 57135 members 
Entering Unmasked Estep 
Score: -7890777.000000 Penalty: 5483.158691
	Iteration 60F: 3 clusters Score -7890777 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 57161 members 
Entering Unmasked Estep 
Score: -7890793.000000 Penalty: 5483.158691
	Iteration 61Q: 3 clusters Score -7890793 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 57181 members 
Entering Unmasked Estep 
Score: -7890809.500000 Penalty: 5483.158691
	Iteration 62Q: 3 clusters Score -7890810 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 57191 members 
Entering Unmasked Estep 
Score: -7890802.000000 Penalty: 5483.158691
	Iteration 63Q: 3 clusters Score -7890802 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 57205 members 
Entering Unmasked Estep 
Score: -7890824.000000 Penalty: 5483.158691
	Iteration 64Q: 3 clusters Score -7890824 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 57218 members 
Entering Unmasked Estep 
Score: -7890819.500000 Penalty: 5483.158691
	Iteration 65Q: 3 clusters Score -7890820 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 57230 members 
Entering Unmasked Estep 
Score: -7890825.000000 Penalty: 5483.158691
	Iteration 66Q: 3 clusters Score -7890825 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 57237 members 
Entering Unmasked Estep 
Score: -7890823.000000 Penalty: 5483.158691
	Iteration 67Q: 3 clusters Score -7890823 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 57240 members 
Entering Unmasked Estep 
Score: -7890821.500000 Penalty: 5483.158691
	Iteration 68Q: 3 clusters Score -7890822 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 57243 members 
Entering Unmasked Estep 
Score: -7890823.500000 Penalty: 5483.158691
	Iteration 69Q: 3 clusters Score -7890824 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 57246 members 
Entering Unmasked Estep 
Score: -7890815.500000 Penalty: 5483.158691
	Iteration 70Q: 3 clusters Score -7890816 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 57250 members 
Entering Unmasked Estep 
Score: -7890826.500000 Penalty: 5483.158691
	Iteration 71Q: 3 clusters Score -7890826 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 57252 members 
Entering Unmasked Estep 
Score: -7890828.500000 Penalty: 5483.158691
	Iteration 72Q: 3 clusters Score -7890828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 57254 members 
Entering Unmasked Estep 
Score: -7890817.500000 Penalty: 5483.158691
	Iteration 73Q: 3 clusters Score -7890818 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 57257 members 
Entering Unmasked Estep 
Score: -7890823.000000 Penalty: 5483.158691
	Iteration 74Q: 3 clusters Score -7890823 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 57258 members 
Entering Unmasked Estep 
Score: -7890829.000000 Penalty: 5483.158691
	Iteration 75Q: 3 clusters Score -7890829 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 57261 members 
Entering Unmasked Estep 
Score: -7890838.000000 Penalty: 5483.158691
	Iteration 76Q: 3 clusters Score -7890838 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 57260 members 
Entering Unmasked Estep 
Score: -7890832.000000 Penalty: 5483.158691
	Iteration 77Q: 3 clusters Score -7890832 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 57259 members 
Entering Unmasked Estep 
Score: -7890826.500000 Penalty: 5483.158691
	Iteration 78Q: 3 clusters Score -7890826 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 57258 members 
Entering Unmasked Estep 
Score: -7890821.500000 Penalty: 5483.158691
	Iteration 79Q: 3 clusters Score -7890822 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 57260 members 
Entering Unmasked Estep 
Score: -7890817.000000 Penalty: 5483.158691
	Iteration 80F: 3 clusters Score -7890817 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 57261 members 
Entering Unmasked Estep 
Score: -7890817.000000 Penalty: 5483.158691
	Iteration 81Q: 3 clusters Score -7890817 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 57261 members 
Entering Unmasked Estep 
Score: -7890817.000000 Penalty: 5483.158691
	Iteration 82F: 3 clusters Score -7890817 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 355 members 
Mstep: Class 1 contains 12920 members 
Mstep: Class 2 contains 6629 members 
Mstep: Class 3 contains 2319 members 
Mstep: Class 4 contains 236042 members 
Mstep: Class 5 contains 4161 members 
Mstep: Class 6 contains 4781 members 
Mstep: Class 7 contains 8413 members 
Mstep: Class 8 contains 15356 members 
Mstep: Class 9 contains 9301 members 
Mstep: Class 10 contains 27570 members 
Mstep: Class 11 contains 10226 members 
Mstep: Class 12 contains 2000 members 
Mstep: Class 13 contains 5983 members 
Mstep: Class 14 contains 48922 members 
Mstep: Class 15 contains 213115 members 
Mstep: Class 16 contains 51807 members 
Mstep: Class 17 contains 1339 members 
Mstep: Class 18 contains 29347 members 
Mstep: Class 19 contains 177535 members 
Mstep: Class 20 contains 59399 members 
Mstep: Class 21 contains 4520 members 
Mstep: Class 22 contains 11126 members 
Mstep: Class 23 contains 4204 members 
Mstep: Class 24 contains 13133 members 
Mstep: Class 25 contains 66742 members 
Mstep: Class 26 contains 53020 members 
Mstep: Class 27 contains 48111 members 
Mstep: Class 28 contains 2612 members 
Mstep: Class 29 contains 57261 members 
Entering Unmasked Estep 
Score: -147313680.000000 Penalty: 100601.632812
Splitting cluster 13 changes total score from -147215760.000000 to -147313680.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 14 (48922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48922 members 
Entering Unmasked Estep 
Score: -6115683.000000 Penalty: 2677.899658
	Iteration 0F: 2 clusters Score -6115683 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24545 members 
Mstep: Class 2 contains 24377 members 
Entering Unmasked Estep 
Score: -6082698.500000 Penalty: 5355.799316
	Iteration 0F: 3 clusters Score -6082698 nChanged 22559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24798 members 
Mstep: Class 2 contains 24124 members 
Entering Unmasked Estep 
Score: -6095904.000000 Penalty: 5355.799316
	Iteration 1F: 3 clusters Score -6095904 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24746 members 
Mstep: Class 2 contains 24176 members 
Entering Unmasked Estep 
Score: -6097313.000000 Penalty: 5355.799316
	Iteration 2F: 3 clusters Score -6097313 nChanged 2942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24614 members 
Mstep: Class 2 contains 24308 members 
Entering Unmasked Estep 
Score: -6099093.000000 Penalty: 5355.799316
	Iteration 3F: 3 clusters Score -6099093 nChanged 3055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24543 members 
Mstep: Class 2 contains 24379 members 
Entering Unmasked Estep 
Score: -6101168.500000 Penalty: 5355.799316
	Iteration 4F: 3 clusters Score -6101168 nChanged 3160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24519 members 
Mstep: Class 2 contains 24403 members 
Entering Unmasked Estep 
Score: -6103407.000000 Penalty: 5355.799316
	Iteration 5F: 3 clusters Score -6103407 nChanged 3173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24632 members 
Mstep: Class 2 contains 24290 members 
Entering Unmasked Estep 
Score: -6105526.500000 Penalty: 5355.799316
	Iteration 6F: 3 clusters Score -6105526 nChanged 2934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24902 members 
Mstep: Class 2 contains 24020 members 
Entering Unmasked Estep 
Score: -6107245.500000 Penalty: 5355.799316
	Iteration 7F: 3 clusters Score -6107246 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25281 members 
Mstep: Class 2 contains 23641 members 
Entering Unmasked Estep 
Score: -6108530.000000 Penalty: 5355.799316
	Iteration 8F: 3 clusters Score -6108530 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25627 members 
Mstep: Class 2 contains 23295 members 
Entering Unmasked Estep 
Score: -6109360.000000 Penalty: 5355.799316
	Iteration 9Q: 3 clusters Score -6109360 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25944 members 
Mstep: Class 2 contains 22978 members 
Entering Unmasked Estep 
Score: -6109825.500000 Penalty: 5355.799316
	Iteration 10Q: 3 clusters Score -6109826 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26322 members 
Mstep: Class 2 contains 22600 members 
Entering Unmasked Estep 
Score: -6110207.000000 Penalty: 5355.799316
	Iteration 11Q: 3 clusters Score -6110207 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26780 members 
Mstep: Class 2 contains 22142 members 
Entering Unmasked Estep 
Score: -6110474.000000 Penalty: 5355.799316
	Iteration 12Q: 3 clusters Score -6110474 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27289 members 
Mstep: Class 2 contains 21633 members 
Entering Unmasked Estep 
Score: -6110785.500000 Penalty: 5355.799316
	Iteration 13Q: 3 clusters Score -6110786 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27840 members 
Mstep: Class 2 contains 21082 members 
Entering Unmasked Estep 
Score: -6111015.000000 Penalty: 5355.799316
	Iteration 14Q: 3 clusters Score -6111015 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28439 members 
Mstep: Class 2 contains 20483 members 
Entering Unmasked Estep 
Score: -6111318.000000 Penalty: 5355.799316
	Iteration 15Q: 3 clusters Score -6111318 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29078 members 
Mstep: Class 2 contains 19844 members 
Entering Unmasked Estep 
Score: -6111637.500000 Penalty: 5355.799316
	Iteration 16Q: 3 clusters Score -6111638 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29759 members 
Mstep: Class 2 contains 19163 members 
Entering Unmasked Estep 
Score: -6111934.500000 Penalty: 5355.799316
	Iteration 17Q: 3 clusters Score -6111934 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30441 members 
Mstep: Class 2 contains 18481 members 
Entering Unmasked Estep 
Score: -6112258.500000 Penalty: 5355.799316
	Iteration 18Q: 3 clusters Score -6112258 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31124 members 
Mstep: Class 2 contains 17798 members 
Entering Unmasked Estep 
Score: -6112541.000000 Penalty: 5355.799316
	Iteration 19Q: 3 clusters Score -6112541 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31795 members 
Mstep: Class 2 contains 17127 members 
Entering Unmasked Estep 
Score: -6112815.000000 Penalty: 5355.799316
	Iteration 20F: 3 clusters Score -6112815 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32431 members 
Mstep: Class 2 contains 16491 members 
Entering Unmasked Estep 
Score: -6113050.000000 Penalty: 5355.799316
	Iteration 21Q: 3 clusters Score -6113050 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33023 members 
Mstep: Class 2 contains 15899 members 
Entering Unmasked Estep 
Score: -6113228.000000 Penalty: 5355.799316
	Iteration 22Q: 3 clusters Score -6113228 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33586 members 
Mstep: Class 2 contains 15336 members 
Entering Unmasked Estep 
Score: -6113377.500000 Penalty: 5355.799316
	Iteration 23Q: 3 clusters Score -6113378 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34139 members 
Mstep: Class 2 contains 14783 members 
Entering Unmasked Estep 
Score: -6113524.000000 Penalty: 5355.799316
	Iteration 24Q: 3 clusters Score -6113524 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34699 members 
Mstep: Class 2 contains 14223 members 
Entering Unmasked Estep 
Score: -6113645.500000 Penalty: 5355.799316
	Iteration 25Q: 3 clusters Score -6113646 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35273 members 
Mstep: Class 2 contains 13649 members 
Entering Unmasked Estep 
Score: -6113811.500000 Penalty: 5355.799316
	Iteration 26Q: 3 clusters Score -6113812 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35811 members 
Mstep: Class 2 contains 13111 members 
Entering Unmasked Estep 
Score: -6113929.000000 Penalty: 5355.799316
	Iteration 27Q: 3 clusters Score -6113929 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36355 members 
Mstep: Class 2 contains 12567 members 
Entering Unmasked Estep 
Score: -6114081.500000 Penalty: 5355.799316
	Iteration 28Q: 3 clusters Score -6114082 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36910 members 
Mstep: Class 2 contains 12012 members 
Entering Unmasked Estep 
Score: -6114263.000000 Penalty: 5355.799316
	Iteration 29Q: 3 clusters Score -6114263 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37445 members 
Mstep: Class 2 contains 11477 members 
Entering Unmasked Estep 
Score: -6114420.000000 Penalty: 5355.799316
	Iteration 30Q: 3 clusters Score -6114420 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37975 members 
Mstep: Class 2 contains 10947 members 
Entering Unmasked Estep 
Score: -6114594.500000 Penalty: 5355.799316
	Iteration 31Q: 3 clusters Score -6114594 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38487 members 
Mstep: Class 2 contains 10435 members 
Entering Unmasked Estep 
Score: -6114733.000000 Penalty: 5355.799316
	Iteration 32Q: 3 clusters Score -6114733 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38996 members 
Mstep: Class 2 contains 9926 members 
Entering Unmasked Estep 
Score: -6114871.000000 Penalty: 5355.799316
	Iteration 33Q: 3 clusters Score -6114871 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39481 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -6115019.000000 Penalty: 5355.799316
	Iteration 34Q: 3 clusters Score -6115019 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39940 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
Score: -6115147.000000 Penalty: 5355.799316
	Iteration 35Q: 3 clusters Score -6115147 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40377 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -6115286.500000 Penalty: 5355.799316
	Iteration 36Q: 3 clusters Score -6115286 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40763 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -6115427.000000 Penalty: 5355.799316
	Iteration 37Q: 3 clusters Score -6115427 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41127 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -6115569.000000 Penalty: 5355.799316
	Iteration 38Q: 3 clusters Score -6115569 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41458 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -6115654.500000 Penalty: 5355.799316
	Iteration 39Q: 3 clusters Score -6115654 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41758 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -6115754.500000 Penalty: 5355.799316
	Iteration 40F: 3 clusters Score -6115754 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42017 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -6115810.000000 Penalty: 5355.799316
	Iteration 41Q: 3 clusters Score -6115810 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42253 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -6115870.000000 Penalty: 5355.799316
	Iteration 42Q: 3 clusters Score -6115870 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42446 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -6115934.000000 Penalty: 5355.799316
	Iteration 43Q: 3 clusters Score -6115934 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42614 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -6115966.500000 Penalty: 5355.799316
	Iteration 44Q: 3 clusters Score -6115966 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42770 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -6115987.000000 Penalty: 5355.799316
	Iteration 45Q: 3 clusters Score -6115987 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42902 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -6116012.500000 Penalty: 5355.799316
	Iteration 46Q: 3 clusters Score -6116012 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43012 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -6116033.000000 Penalty: 5355.799316
	Iteration 47Q: 3 clusters Score -6116033 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43108 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -6116053.000000 Penalty: 5355.799316
	Iteration 48Q: 3 clusters Score -6116053 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43178 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -6116066.500000 Penalty: 5355.799316
	Iteration 49Q: 3 clusters Score -6116066 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43234 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -6116076.000000 Penalty: 5355.799316
	Iteration 50Q: 3 clusters Score -6116076 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43287 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -6116075.500000 Penalty: 5355.799316
	Iteration 51Q: 3 clusters Score -6116076 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43331 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -6116103.000000 Penalty: 5355.799316
	Iteration 52Q: 3 clusters Score -6116103 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43371 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -6116092.000000 Penalty: 5355.799316
	Iteration 53Q: 3 clusters Score -6116092 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43405 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -6116117.500000 Penalty: 5355.799316
	Iteration 54Q: 3 clusters Score -6116118 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43427 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -6116114.000000 Penalty: 5355.799316
	Iteration 55Q: 3 clusters Score -6116114 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43450 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -6116119.500000 Penalty: 5355.799316
	Iteration 56Q: 3 clusters Score -6116120 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43472 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -6116120.000000 Penalty: 5355.799316
	Iteration 57Q: 3 clusters Score -6116120 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43496 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -6116103.500000 Penalty: 5355.799316
	Iteration 58Q: 3 clusters Score -6116104 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43516 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -6116114.500000 Penalty: 5355.799316
	Iteration 59Q: 3 clusters Score -6116114 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43539 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -6116117.500000 Penalty: 5355.799316
	Iteration 60F: 3 clusters Score -6116118 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43557 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -6116109.000000 Penalty: 5355.799316
	Iteration 61Q: 3 clusters Score -6116109 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43571 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -6116103.000000 Penalty: 5355.799316
	Iteration 62Q: 3 clusters Score -6116103 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43589 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -6116108.000000 Penalty: 5355.799316
	Iteration 63Q: 3 clusters Score -6116108 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43601 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -6116106.000000 Penalty: 5355.799316
	Iteration 64Q: 3 clusters Score -6116106 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43622 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -6116120.500000 Penalty: 5355.799316
	Iteration 65Q: 3 clusters Score -6116120 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43645 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -6116125.000000 Penalty: 5355.799316
	Iteration 66Q: 3 clusters Score -6116125 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43665 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -6116118.500000 Penalty: 5355.799316
	Iteration 67Q: 3 clusters Score -6116118 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43676 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -6116117.000000 Penalty: 5355.799316
	Iteration 68Q: 3 clusters Score -6116117 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43690 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -6116126.000000 Penalty: 5355.799316
	Iteration 69Q: 3 clusters Score -6116126 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43699 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -6116119.000000 Penalty: 5355.799316
	Iteration 70Q: 3 clusters Score -6116119 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43710 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -6116115.500000 Penalty: 5355.799316
	Iteration 71Q: 3 clusters Score -6116116 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43726 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -6116114.000000 Penalty: 5355.799316
	Iteration 72Q: 3 clusters Score -6116114 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43734 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -6116119.500000 Penalty: 5355.799316
	Iteration 73Q: 3 clusters Score -6116120 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43743 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -6116122.000000 Penalty: 5355.799316
	Iteration 74Q: 3 clusters Score -6116122 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43753 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -6116119.000000 Penalty: 5355.799316
	Iteration 75Q: 3 clusters Score -6116119 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43760 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -6116117.000000 Penalty: 5355.799316
	Iteration 76Q: 3 clusters Score -6116117 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43764 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -6116109.000000 Penalty: 5355.799316
	Iteration 77Q: 3 clusters Score -6116109 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43768 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -6116107.000000 Penalty: 5355.799316
	Iteration 78Q: 3 clusters Score -6116107 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43770 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -6116112.500000 Penalty: 5355.799316
	Iteration 79Q: 3 clusters Score -6116112 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43774 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -6116110.500000 Penalty: 5355.799316
	Iteration 80F: 3 clusters Score -6116110 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43778 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -6116108.000000 Penalty: 5355.799316
	Iteration 81Q: 3 clusters Score -6116108 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43778 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -6116108.000000 Penalty: 5355.799316
	Iteration 82F: 3 clusters Score -6116108 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 355 members 
Mstep: Class 1 contains 12920 members 
Mstep: Class 2 contains 6629 members 
Mstep: Class 3 contains 2319 members 
Mstep: Class 4 contains 236042 members 
Mstep: Class 5 contains 4161 members 
Mstep: Class 6 contains 4781 members 
Mstep: Class 7 contains 8413 members 
Mstep: Class 8 contains 15356 members 
Mstep: Class 9 contains 9301 members 
Mstep: Class 10 contains 27570 members 
Mstep: Class 11 contains 10226 members 
Mstep: Class 12 contains 2000 members 
Mstep: Class 13 contains 5983 members 
Mstep: Class 14 contains 43778 members 
Mstep: Class 15 contains 213115 members 
Mstep: Class 16 contains 51807 members 
Mstep: Class 17 contains 1339 members 
Mstep: Class 18 contains 29347 members 
Mstep: Class 19 contains 177535 members 
Mstep: Class 20 contains 59399 members 
Mstep: Class 21 contains 4520 members 
Mstep: Class 22 contains 11126 members 
Mstep: Class 23 contains 4204 members 
Mstep: Class 24 contains 13133 members 
Mstep: Class 25 contains 66742 members 
Mstep: Class 26 contains 53020 members 
Mstep: Class 27 contains 48111 members 
Mstep: Class 28 contains 2612 members 
Mstep: Class 29 contains 57261 members 
Mstep: Class 30 contains 5144 members 
Entering Unmasked Estep 
Score: -147312368.000000 Penalty: 104070.656250
Splitting cluster 14 changes total score from -147215760.000000 to -147312368.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 16 (51807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51807 members 
Entering Unmasked Estep 
Score: -6488414.000000 Penalty: 2692.109619
	Iteration 0F: 2 clusters Score -6488414 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25770 members 
Mstep: Class 2 contains 26037 members 
Entering Unmasked Estep 
Score: -6453548.500000 Penalty: 5384.219238
	Iteration 0F: 3 clusters Score -6453548 nChanged 24018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24496 members 
Mstep: Class 2 contains 27311 members 
Entering Unmasked Estep 
Score: -6468949.500000 Penalty: 5384.219238
	Iteration 1F: 3 clusters Score -6468950 nChanged 3879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23631 members 
Mstep: Class 2 contains 28176 members 
Entering Unmasked Estep 
Score: -6472543.500000 Penalty: 5384.219238
	Iteration 2F: 3 clusters Score -6472544 nChanged 4658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22765 members 
Mstep: Class 2 contains 29042 members 
Entering Unmasked Estep 
Score: -6477796.500000 Penalty: 5384.219238
	Iteration 3F: 3 clusters Score -6477796 nChanged 4838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22185 members 
Mstep: Class 2 contains 29622 members 
Entering Unmasked Estep 
Score: -6483701.000000 Penalty: 5384.219238
	Iteration 4F: 3 clusters Score -6483701 nChanged 4722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21883 members 
Mstep: Class 2 contains 29924 members 
Entering Unmasked Estep 
Score: -6490064.500000 Penalty: 5384.219238
	Iteration 5F: 3 clusters Score -6490064 nChanged 4302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21733 members 
Mstep: Class 2 contains 30074 members 
Entering Unmasked Estep 
Score: -6497737.500000 Penalty: 5384.219238
	Iteration 6F: 3 clusters Score -6497738 nChanged 3707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22420 members 
Mstep: Class 2 contains 29387 members 
Entering Unmasked Estep 
Score: -6504696.000000 Penalty: 5384.219238
	Iteration 7F: 3 clusters Score -6504696 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23009 members 
Mstep: Class 2 contains 28798 members 
Entering Unmasked Estep 
Score: -6507317.500000 Penalty: 5384.219238
	Iteration 8Q: 3 clusters Score -6507318 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23227 members 
Mstep: Class 2 contains 28580 members 
Entering Unmasked Estep 
Score: -6507757.500000 Penalty: 5384.219238
	Iteration 9Q: 3 clusters Score -6507758 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23322 members 
Mstep: Class 2 contains 28485 members 
Entering Unmasked Estep 
Score: -6507799.000000 Penalty: 5384.219238
	Iteration 10Q: 3 clusters Score -6507799 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23355 members 
Mstep: Class 2 contains 28452 members 
Entering Unmasked Estep 
Score: -6507822.500000 Penalty: 5384.219238
	Iteration 11Q: 3 clusters Score -6507822 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23380 members 
Mstep: Class 2 contains 28427 members 
Entering Unmasked Estep 
Score: -6507841.500000 Penalty: 5384.219238
	Iteration 12Q: 3 clusters Score -6507842 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23394 members 
Mstep: Class 2 contains 28413 members 
Entering Unmasked Estep 
Score: -6507844.000000 Penalty: 5384.219238
	Iteration 13Q: 3 clusters Score -6507844 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23399 members 
Mstep: Class 2 contains 28408 members 
Entering Unmasked Estep 
Score: -6507848.500000 Penalty: 5384.219238
	Iteration 14Q: 3 clusters Score -6507848 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23400 members 
Mstep: Class 2 contains 28407 members 
Entering Unmasked Estep 
Score: -6507849.000000 Penalty: 5384.219238
	Iteration 15Q: 3 clusters Score -6507849 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23402 members 
Mstep: Class 2 contains 28405 members 
Entering Unmasked Estep 
Score: -6507842.000000 Penalty: 5384.219238
	Iteration 16Q: 3 clusters Score -6507842 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23403 members 
Mstep: Class 2 contains 28404 members 
Entering Unmasked Estep 
Score: -6507846.500000 Penalty: 5384.219238
	Iteration 17Q: 3 clusters Score -6507846 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23403 members 
Mstep: Class 2 contains 28404 members 
Entering Unmasked Estep 
Score: -6507846.500000 Penalty: 5384.219238
	Iteration 18F: 3 clusters Score -6507846 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 355 members 
Mstep: Class 1 contains 12920 members 
Mstep: Class 2 contains 6629 members 
Mstep: Class 3 contains 2319 members 
Mstep: Class 4 contains 236042 members 
Mstep: Class 5 contains 4161 members 
Mstep: Class 6 contains 4781 members 
Mstep: Class 7 contains 8413 members 
Mstep: Class 8 contains 15356 members 
Mstep: Class 9 contains 9301 members 
Mstep: Class 10 contains 27570 members 
Mstep: Class 11 contains 10226 members 
Mstep: Class 12 contains 2000 members 
Mstep: Class 13 contains 5983 members 
Mstep: Class 14 contains 43778 members 
Mstep: Class 15 contains 213115 members 
Mstep: Class 16 contains 23403 members 
Mstep: Class 17 contains 1339 members 
Mstep: Class 18 contains 29347 members 
Mstep: Class 19 contains 177535 members 
Mstep: Class 20 contains 59399 members 
Mstep: Class 21 contains 4520 members 
Mstep: Class 22 contains 11126 members 
Mstep: Class 23 contains 4204 members 
Mstep: Class 24 contains 13133 members 
Mstep: Class 25 contains 66742 members 
Mstep: Class 26 contains 53020 members 
Mstep: Class 27 contains 48111 members 
Mstep: Class 28 contains 2612 members 
Mstep: Class 29 contains 57261 members 
Mstep: Class 30 contains 5144 members 
Mstep: Class 31 contains 28404 members 
Entering Unmasked Estep 
Score: -147330784.000000 Penalty: 107539.679688
Splitting cluster 16 changes total score from -147215760.000000 to -147330784.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 17 (1339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Entering Unmasked Estep 
Score: -105033.101562 Penalty: 1785.520264
	Iteration 0F: 2 clusters Score -105033.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -103276.351562 Penalty: 3571.040527
	Iteration 0F: 3 clusters Score -103276.4 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -104829.031250 Penalty: 3571.040527
	Iteration 1F: 3 clusters Score -104829 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -105727.679688 Penalty: 3571.040527
	Iteration 2F: 3 clusters Score -105727.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -106187.515625 Penalty: 3571.040527
	Iteration 3F: 3 clusters Score -106187.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -106556.414062 Penalty: 3571.040527
	Iteration 4F: 3 clusters Score -106556.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -107052.062500 Penalty: 3571.040527
	Iteration 5Q: 3 clusters Score -107052.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -107527.015625 Penalty: 3571.040527
	Iteration 6Q: 3 clusters Score -107527 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -107796.351562 Penalty: 3571.040527
	Iteration 7Q: 3 clusters Score -107796.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -108000.593750 Penalty: 3571.040527
	Iteration 8Q: 3 clusters Score -108000.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -108102.695312 Penalty: 3571.040527
	Iteration 9Q: 3 clusters Score -108102.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -108152.101562 Penalty: 3571.040527
	Iteration 10Q: 3 clusters Score -108152.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -108165.789062 Penalty: 3571.040527
	Iteration 11Q: 3 clusters Score -108165.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -108172.523438 Penalty: 3571.040527
	Iteration 12Q: 3 clusters Score -108172.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -108186.984375 Penalty: 3571.040527
	Iteration 13Q: 3 clusters Score -108187 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -108205.703125 Penalty: 3571.040527
	Iteration 14Q: 3 clusters Score -108205.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -108213.054688 Penalty: 3571.040527
	Iteration 15Q: 3 clusters Score -108213.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -108214.179688 Penalty: 3571.040527
	Iteration 16Q: 3 clusters Score -108214.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -108237.882812 Penalty: 3571.040527
	Iteration 17F: 3 clusters Score -108237.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -108264.960938 Penalty: 3571.040527
	Iteration 18Q: 3 clusters Score -108265 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -108277.695312 Penalty: 3571.040527
	Iteration 19Q: 3 clusters Score -108277.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -108285.046875 Penalty: 3571.040527
	Iteration 20F: 3 clusters Score -108285 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -108287.078125 Penalty: 3571.040527
	Iteration 21Q: 3 clusters Score -108287.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -108290.484375 Penalty: 3571.040527
	Iteration 22Q: 3 clusters Score -108290.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -108293.195312 Penalty: 3571.040527
	Iteration 23Q: 3 clusters Score -108293.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -108294.632812 Penalty: 3571.040527
	Iteration 24Q: 3 clusters Score -108294.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -108294.632812 Penalty: 3571.040527
	Iteration 25F: 3 clusters Score -108294.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 355 members 
Mstep: Class 1 contains 12920 members 
Mstep: Class 2 contains 6629 members 
Mstep: Class 3 contains 2319 members 
Mstep: Class 4 contains 236042 members 
Mstep: Class 5 contains 4161 members 
Mstep: Class 6 contains 4781 members 
Mstep: Class 7 contains 8413 members 
Mstep: Class 8 contains 15356 members 
Mstep: Class 9 contains 9301 members 
Mstep: Class 10 contains 27570 members 
Mstep: Class 11 contains 10226 members 
Mstep: Class 12 contains 2000 members 
Mstep: Class 13 contains 5983 members 
Mstep: Class 14 contains 43778 members 
Mstep: Class 15 contains 213115 members 
Mstep: Class 16 contains 23403 members 
Mstep: Class 17 contains 756 members 
Mstep: Class 18 contains 29347 members 
Mstep: Class 19 contains 177535 members 
Mstep: Class 20 contains 59399 members 
Mstep: Class 21 contains 4520 members 
Mstep: Class 22 contains 11126 members 
Mstep: Class 23 contains 4204 members 
Mstep: Class 24 contains 13133 members 
Mstep: Class 25 contains 66742 members 
Mstep: Class 26 contains 53020 members 
Mstep: Class 27 contains 48111 members 
Mstep: Class 28 contains 2612 members 
Mstep: Class 29 contains 57261 members 
Mstep: Class 30 contains 5144 members 
Mstep: Class 31 contains 28404 members 
Mstep: Class 32 contains 583 members 
Entering Unmasked Estep 
Score: -147332544.000000 Penalty: 111008.703125
Splitting cluster 17 changes total score from -147215760.000000 to -147332544.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 18 (29347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29347 members 
Entering Unmasked Estep 
Score: -3583237.500000 Penalty: 2551.162354
	Iteration 0F: 2 clusters Score -3583238 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14628 members 
Mstep: Class 2 contains 14719 members 
Entering Unmasked Estep 
Score: -3563224.000000 Penalty: 5102.324707
	Iteration 0F: 3 clusters Score -3563224 nChanged 13203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14753 members 
Mstep: Class 2 contains 14594 members 
Entering Unmasked Estep 
Score: -3571024.750000 Penalty: 5102.324707
	Iteration 1F: 3 clusters Score -3571025 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15033 members 
Mstep: Class 2 contains 14314 members 
Entering Unmasked Estep 
Score: -3573554.250000 Penalty: 5102.324707
	Iteration 2F: 3 clusters Score -3573554 nChanged 2963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15626 members 
Mstep: Class 2 contains 13721 members 
Entering Unmasked Estep 
Score: -3578754.500000 Penalty: 5102.324707
	Iteration 3F: 3 clusters Score -3578754 nChanged 3511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16583 members 
Mstep: Class 2 contains 12764 members 
Entering Unmasked Estep 
Score: -3584292.500000 Penalty: 5102.324707
	Iteration 4F: 3 clusters Score -3584292 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17258 members 
Mstep: Class 2 contains 12089 members 
Entering Unmasked Estep 
Score: -3587391.500000 Penalty: 5102.324707
	Iteration 5F: 3 clusters Score -3587392 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17601 members 
Mstep: Class 2 contains 11746 members 
Entering Unmasked Estep 
Score: -3588901.000000 Penalty: 5102.324707
	Iteration 6F: 3 clusters Score -3588901 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17834 members 
Mstep: Class 2 contains 11513 members 
Entering Unmasked Estep 
Score: -3589823.250000 Penalty: 5102.324707
	Iteration 7Q: 3 clusters Score -3589823 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18085 members 
Mstep: Class 2 contains 11262 members 
Entering Unmasked Estep 
Score: -3590739.750000 Penalty: 5102.324707
	Iteration 8Q: 3 clusters Score -3590740 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18247 members 
Mstep: Class 2 contains 11100 members 
Entering Unmasked Estep 
Score: -3591276.000000 Penalty: 5102.324707
	Iteration 9Q: 3 clusters Score -3591276 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18318 members 
Mstep: Class 2 contains 11029 members 
Entering Unmasked Estep 
Score: -3591431.250000 Penalty: 5102.324707
	Iteration 10Q: 3 clusters Score -3591431 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18343 members 
Mstep: Class 2 contains 11004 members 
Entering Unmasked Estep 
Score: -3591470.750000 Penalty: 5102.324707
	Iteration 11Q: 3 clusters Score -3591471 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18354 members 
Mstep: Class 2 contains 10993 members 
Entering Unmasked Estep 
Score: -3591469.750000 Penalty: 5102.324707
	Iteration 12Q: 3 clusters Score -3591470 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18360 members 
Mstep: Class 2 contains 10987 members 
Entering Unmasked Estep 
Score: -3591470.000000 Penalty: 5102.324707
	Iteration 13Q: 3 clusters Score -3591470 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18365 members 
Mstep: Class 2 contains 10982 members 
Entering Unmasked Estep 
Score: -3591469.000000 Penalty: 5102.324707
	Iteration 14Q: 3 clusters Score -3591469 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18366 members 
Mstep: Class 2 contains 10981 members 
Entering Unmasked Estep 
Score: -3591471.750000 Penalty: 5102.324707
	Iteration 15Q: 3 clusters Score -3591472 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18370 members 
Mstep: Class 2 contains 10977 members 
Entering Unmasked Estep 
Score: -3591469.250000 Penalty: 5102.324707
	Iteration 16Q: 3 clusters Score -3591469 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18368 members 
Mstep: Class 2 contains 10979 members 
Entering Unmasked Estep 
Score: -3591472.000000 Penalty: 5102.324707
	Iteration 17Q: 3 clusters Score -3591472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18367 members 
Mstep: Class 2 contains 10980 members 
Entering Unmasked Estep 
Score: -3591474.000000 Penalty: 5102.324707
	Iteration 18Q: 3 clusters Score -3591474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18367 members 
Mstep: Class 2 contains 10980 members 
Entering Unmasked Estep 
Score: -3591472.250000 Penalty: 5102.324707
	Iteration 19Q: 3 clusters Score -3591472 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18366 members 
Mstep: Class 2 contains 10981 members 
Entering Unmasked Estep 
Score: -3591476.000000 Penalty: 5102.324707
	Iteration 20F: 3 clusters Score -3591476 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 355 members 
Mstep: Class 1 contains 12920 members 
Mstep: Class 2 contains 6629 members 
Mstep: Class 3 contains 2319 members 
Mstep: Class 4 contains 236042 members 
Mstep: Class 5 contains 4161 members 
Mstep: Class 6 contains 4781 members 
Mstep: Class 7 contains 8413 members 
Mstep: Class 8 contains 15356 members 
Mstep: Class 9 contains 9301 members 
Mstep: Class 10 contains 27570 members 
Mstep: Class 11 contains 10226 members 
Mstep: Class 12 contains 2000 members 
Mstep: Class 13 contains 5983 members 
Mstep: Class 14 contains 43778 members 
Mstep: Class 15 contains 213115 members 
Mstep: Class 16 contains 23403 members 
Mstep: Class 17 contains 756 members 
Mstep: Class 18 contains 18366 members 
Mstep: Class 19 contains 177535 members 
Mstep: Class 20 contains 59399 members 
Mstep: Class 21 contains 4520 members 
Mstep: Class 22 contains 11126 members 
Mstep: Class 23 contains 4204 members 
Mstep: Class 24 contains 13133 members 
Mstep: Class 25 contains 66742 members 
Mstep: Class 26 contains 53020 members 
Mstep: Class 27 contains 48111 members 
Mstep: Class 28 contains 2612 members 
Mstep: Class 29 contains 57261 members 
Mstep: Class 30 contains 5144 members 
Mstep: Class 31 contains 28404 members 
Mstep: Class 32 contains 583 members 
Mstep: Class 33 contains 10981 members 
Entering Unmasked Estep 
Score: -147339456.000000 Penalty: 114477.718750
Splitting cluster 18 changes total score from -147215760.000000 to -147339456.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 19 (177535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177535 members 
Entering Unmasked Estep 
Score: -22726940.000000 Penalty: 2997.556885
	Iteration 0F: 2 clusters Score -2.272694e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88675 members 
Mstep: Class 2 contains 88860 members 
Entering Unmasked Estep 
Score: -22607854.000000 Penalty: 5995.113770
	Iteration 0F: 3 clusters Score -2.260785e+07 nChanged 85311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87766 members 
Mstep: Class 2 contains 89769 members 
Entering Unmasked Estep 
Score: -22657810.000000 Penalty: 5995.113770
	Iteration 1F: 3 clusters Score -2.265781e+07 nChanged 5288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87132 members 
Mstep: Class 2 contains 90403 members 
Entering Unmasked Estep 
Score: -22659108.000000 Penalty: 5995.113770
	Iteration 2Q: 3 clusters Score -2.265911e+07 nChanged 5618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86092 members 
Mstep: Class 2 contains 91443 members 
Entering Unmasked Estep 
Score: -22660686.000000 Penalty: 5995.113770
	Iteration 3Q: 3 clusters Score -2.266069e+07 nChanged 6455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84505 members 
Mstep: Class 2 contains 93030 members 
Entering Unmasked Estep 
Score: -22662684.000000 Penalty: 5995.113770
	Iteration 4Q: 3 clusters Score -2.266268e+07 nChanged 7226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82285 members 
Mstep: Class 2 contains 95250 members 
Entering Unmasked Estep 
Score: -22666012.000000 Penalty: 5995.113770
	Iteration 5Q: 3 clusters Score -2.266601e+07 nChanged 8266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79291 members 
Mstep: Class 2 contains 98244 members 
Entering Unmasked Estep 
Score: -22670042.000000 Penalty: 5995.113770
	Iteration 6Q: 3 clusters Score -2.267004e+07 nChanged 9261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75448 members 
Mstep: Class 2 contains 102087 members 
Entering Unmasked Estep 
Score: -22675174.000000 Penalty: 5995.113770
	Iteration 7F: 3 clusters Score -2.267517e+07 nChanged 9893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70977 members 
Mstep: Class 2 contains 106558 members 
Entering Unmasked Estep 
Score: -22681002.000000 Penalty: 5995.113770
	Iteration 8F: 3 clusters Score -2.2681e+07 nChanged 10080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66471 members 
Mstep: Class 2 contains 111064 members 
Entering Unmasked Estep 
Score: -22687424.000000 Penalty: 5995.113770
	Iteration 9F: 3 clusters Score -2.268742e+07 nChanged 9088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62647 members 
Mstep: Class 2 contains 114888 members 
Entering Unmasked Estep 
Score: -22692514.000000 Penalty: 5995.113770
	Iteration 10F: 3 clusters Score -2.269251e+07 nChanged 7322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59345 members 
Mstep: Class 2 contains 118190 members 
Entering Unmasked Estep 
Score: -22695752.000000 Penalty: 5995.113770
	Iteration 11Q: 3 clusters Score -2.269575e+07 nChanged 5525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56214 members 
Mstep: Class 2 contains 121321 members 
Entering Unmasked Estep 
Score: -22697678.000000 Penalty: 5995.113770
	Iteration 12Q: 3 clusters Score -2.269768e+07 nChanged 4143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53151 members 
Mstep: Class 2 contains 124384 members 
Entering Unmasked Estep 
Score: -22698908.000000 Penalty: 5995.113770
	Iteration 13Q: 3 clusters Score -2.269891e+07 nChanged 3534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50061 members 
Mstep: Class 2 contains 127474 members 
Entering Unmasked Estep 
Score: -22700108.000000 Penalty: 5995.113770
	Iteration 14Q: 3 clusters Score -2.270011e+07 nChanged 3393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46850 members 
Mstep: Class 2 contains 130685 members 
Entering Unmasked Estep 
Score: -22701406.000000 Penalty: 5995.113770
	Iteration 15Q: 3 clusters Score -2.270141e+07 nChanged 3402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43564 members 
Mstep: Class 2 contains 133971 members 
Entering Unmasked Estep 
Score: -22702746.000000 Penalty: 5995.113770
	Iteration 16Q: 3 clusters Score -2.270275e+07 nChanged 3444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40230 members 
Mstep: Class 2 contains 137305 members 
Entering Unmasked Estep 
Score: -22704178.000000 Penalty: 5995.113770
	Iteration 17Q: 3 clusters Score -2.270418e+07 nChanged 3536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36822 members 
Mstep: Class 2 contains 140713 members 
Entering Unmasked Estep 
Score: -22705694.000000 Penalty: 5995.113770
	Iteration 18Q: 3 clusters Score -2.270569e+07 nChanged 3517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33435 members 
Mstep: Class 2 contains 144100 members 
Entering Unmasked Estep 
Score: -22707350.000000 Penalty: 5995.113770
	Iteration 19Q: 3 clusters Score -2.270735e+07 nChanged 3468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30111 members 
Mstep: Class 2 contains 147424 members 
Entering Unmasked Estep 
Score: -22709058.000000 Penalty: 5995.113770
	Iteration 20F: 3 clusters Score -2.270906e+07 nChanged 3323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26900 members 
Mstep: Class 2 contains 150635 members 
Entering Unmasked Estep 
Score: -22710792.000000 Penalty: 5995.113770
	Iteration 21Q: 3 clusters Score -2.271079e+07 nChanged 3089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23877 members 
Mstep: Class 2 contains 153658 members 
Entering Unmasked Estep 
Score: -22712446.000000 Penalty: 5995.113770
	Iteration 22Q: 3 clusters Score -2.271245e+07 nChanged 2987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20964 members 
Mstep: Class 2 contains 156571 members 
Entering Unmasked Estep 
Score: -22714028.000000 Penalty: 5995.113770
	Iteration 23Q: 3 clusters Score -2.271403e+07 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18247 members 
Mstep: Class 2 contains 159288 members 
Entering Unmasked Estep 
Score: -22715562.000000 Penalty: 5995.113770
	Iteration 24Q: 3 clusters Score -2.271556e+07 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15803 members 
Mstep: Class 2 contains 161732 members 
Entering Unmasked Estep 
Score: -22716876.000000 Penalty: 5995.113770
	Iteration 25Q: 3 clusters Score -2.271688e+07 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13651 members 
Mstep: Class 2 contains 163884 members 
Entering Unmasked Estep 
Score: -22717994.000000 Penalty: 5995.113770
	Iteration 26Q: 3 clusters Score -2.271799e+07 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11685 members 
Mstep: Class 2 contains 165850 members 
Entering Unmasked Estep 
Score: -22719004.000000 Penalty: 5995.113770
	Iteration 27Q: 3 clusters Score -2.2719e+07 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9918 members 
Mstep: Class 2 contains 167617 members 
Entering Unmasked Estep 
Score: -22720016.000000 Penalty: 5995.113770
	Iteration 28Q: 3 clusters Score -2.272002e+07 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 169138 members 
Entering Unmasked Estep 
Score: -22720790.000000 Penalty: 5995.113770
	Iteration 29Q: 3 clusters Score -2.272079e+07 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 170530 members 
Entering Unmasked Estep 
Score: -22721482.000000 Penalty: 5995.113770
	Iteration 30Q: 3 clusters Score -2.272148e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 171787 members 
Entering Unmasked Estep 
Score: -22722222.000000 Penalty: 5995.113770
	Iteration 31Q: 3 clusters Score -2.272222e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 172833 members 
Entering Unmasked Estep 
Score: -22722786.000000 Penalty: 5995.113770
	Iteration 32Q: 3 clusters Score -2.272279e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 173699 members 
Entering Unmasked Estep 
Score: -22723268.000000 Penalty: 5995.113770
	Iteration 33Q: 3 clusters Score -2.272327e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 174408 members 
Entering Unmasked Estep 
Score: -22723670.000000 Penalty: 5995.113770
	Iteration 34Q: 3 clusters Score -2.272367e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 174946 members 
Entering Unmasked Estep 
Score: -22723984.000000 Penalty: 5995.113770
	Iteration 35Q: 3 clusters Score -2.272398e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 175328 members 
Entering Unmasked Estep 
Score: -22724208.000000 Penalty: 5995.113770
	Iteration 36Q: 3 clusters Score -2.272421e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 175614 members 
Entering Unmasked Estep 
Score: -22724412.000000 Penalty: 5995.113770
	Iteration 37Q: 3 clusters Score -2.272441e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 175805 members 
Entering Unmasked Estep 
Score: -22724574.000000 Penalty: 5995.113770
	Iteration 38Q: 3 clusters Score -2.272457e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 175937 members 
Entering Unmasked Estep 
Score: -22724718.000000 Penalty: 5995.113770
	Iteration 39Q: 3 clusters Score -2.272472e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 176028 members 
Entering Unmasked Estep 
Score: -22724806.000000 Penalty: 5995.113770
	Iteration 40F: 3 clusters Score -2.272481e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 176118 members 
Entering Unmasked Estep 
Score: -22724888.000000 Penalty: 5995.113770
	Iteration 41Q: 3 clusters Score -2.272489e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 176177 members 
Entering Unmasked Estep 
Score: -22724974.000000 Penalty: 5995.113770
	Iteration 42Q: 3 clusters Score -2.272497e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 176214 members 
Entering Unmasked Estep 
Score: -22725014.000000 Penalty: 5995.113770
	Iteration 43Q: 3 clusters Score -2.272501e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 176252 members 
Entering Unmasked Estep 
Score: -22725070.000000 Penalty: 5995.113770
	Iteration 44Q: 3 clusters Score -2.272507e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 176278 members 
Entering Unmasked Estep 
Score: -22725150.000000 Penalty: 5995.113770
	Iteration 45Q: 3 clusters Score -2.272515e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 176276 members 
Entering Unmasked Estep 
Score: -22725276.000000 Penalty: 5995.113770
	Iteration 46Q: 3 clusters Score -2.272528e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 176260 members 
Entering Unmasked Estep 
Score: -22725364.000000 Penalty: 5995.113770
	Iteration 47Q: 3 clusters Score -2.272536e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 176235 members 
Entering Unmasked Estep 
Score: -22725446.000000 Penalty: 5995.113770
	Iteration 48Q: 3 clusters Score -2.272545e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 176192 members 
Entering Unmasked Estep 
Score: -22725578.000000 Penalty: 5995.113770
	Iteration 49Q: 3 clusters Score -2.272558e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 176125 members 
Entering Unmasked Estep 
Score: -22725674.000000 Penalty: 5995.113770
	Iteration 50Q: 3 clusters Score -2.272567e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 176047 members 
Entering Unmasked Estep 
Score: -22725784.000000 Penalty: 5995.113770
	Iteration 51Q: 3 clusters Score -2.272578e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 175962 members 
Entering Unmasked Estep 
Score: -22725878.000000 Penalty: 5995.113770
	Iteration 52Q: 3 clusters Score -2.272588e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 175850 members 
Entering Unmasked Estep 
Score: -22725994.000000 Penalty: 5995.113770
	Iteration 53Q: 3 clusters Score -2.272599e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 175760 members 
Entering Unmasked Estep 
Score: -22726076.000000 Penalty: 5995.113770
	Iteration 54Q: 3 clusters Score -2.272608e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 175659 members 
Entering Unmasked Estep 
Score: -22726172.000000 Penalty: 5995.113770
	Iteration 55Q: 3 clusters Score -2.272617e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 175568 members 
Entering Unmasked Estep 
Score: -22726202.000000 Penalty: 5995.113770
	Iteration 56Q: 3 clusters Score -2.27262e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 175499 members 
Entering Unmasked Estep 
Score: -22726214.000000 Penalty: 5995.113770
	Iteration 57Q: 3 clusters Score -2.272621e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 175441 members 
Entering Unmasked Estep 
Score: -22726238.000000 Penalty: 5995.113770
	Iteration 58Q: 3 clusters Score -2.272624e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 175394 members 
Entering Unmasked Estep 
Score: -22726270.000000 Penalty: 5995.113770
	Iteration 59Q: 3 clusters Score -2.272627e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 175357 members 
Entering Unmasked Estep 
Score: -22726330.000000 Penalty: 5995.113770
	Iteration 60F: 3 clusters Score -2.272633e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 175233 members 
Entering Unmasked Estep 
Score: -22726352.000000 Penalty: 5995.113770
	Iteration 61Q: 3 clusters Score -2.272635e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 175130 members 
Entering Unmasked Estep 
Score: -22726384.000000 Penalty: 5995.113770
	Iteration 62Q: 3 clusters Score -2.272638e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 175011 members 
Entering Unmasked Estep 
Score: -22726446.000000 Penalty: 5995.113770
	Iteration 63Q: 3 clusters Score -2.272645e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 174913 members 
Entering Unmasked Estep 
Score: -22726438.000000 Penalty: 5995.113770
	Iteration 64Q: 3 clusters Score -2.272644e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 174831 members 
Entering Unmasked Estep 
Score: -22726472.000000 Penalty: 5995.113770
	Iteration 65Q: 3 clusters Score -2.272647e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 174750 members 
Entering Unmasked Estep 
Score: -22726496.000000 Penalty: 5995.113770
	Iteration 66Q: 3 clusters Score -2.27265e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 174676 members 
Entering Unmasked Estep 
Score: -22726522.000000 Penalty: 5995.113770
	Iteration 67Q: 3 clusters Score -2.272652e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 174604 members 
Entering Unmasked Estep 
Score: -22726544.000000 Penalty: 5995.113770
	Iteration 68Q: 3 clusters Score -2.272654e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 174550 members 
Entering Unmasked Estep 
Score: -22726598.000000 Penalty: 5995.113770
	Iteration 69Q: 3 clusters Score -2.27266e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 174495 members 
Entering Unmasked Estep 
Score: -22726598.000000 Penalty: 5995.113770
	Iteration 70Q: 3 clusters Score -2.27266e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 174453 members 
Entering Unmasked Estep 
Score: -22726604.000000 Penalty: 5995.113770
	Iteration 71Q: 3 clusters Score -2.27266e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 174409 members 
Entering Unmasked Estep 
Score: -22726590.000000 Penalty: 5995.113770
	Iteration 72Q: 3 clusters Score -2.272659e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 174368 members 
Entering Unmasked Estep 
Score: -22726594.000000 Penalty: 5995.113770
	Iteration 73Q: 3 clusters Score -2.272659e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 174338 members 
Entering Unmasked Estep 
Score: -22726592.000000 Penalty: 5995.113770
	Iteration 74Q: 3 clusters Score -2.272659e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 174304 members 
Entering Unmasked Estep 
Score: -22726566.000000 Penalty: 5995.113770
	Iteration 75Q: 3 clusters Score -2.272657e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 174273 members 
Entering Unmasked Estep 
Score: -22726574.000000 Penalty: 5995.113770
	Iteration 76Q: 3 clusters Score -2.272657e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 174229 members 
Entering Unmasked Estep 
Score: -22726588.000000 Penalty: 5995.113770
	Iteration 77Q: 3 clusters Score -2.272659e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 174188 members 
Entering Unmasked Estep 
Score: -22726632.000000 Penalty: 5995.113770
	Iteration 78Q: 3 clusters Score -2.272663e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 174158 members 
Entering Unmasked Estep 
Score: -22726640.000000 Penalty: 5995.113770
	Iteration 79Q: 3 clusters Score -2.272664e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 174133 members 
Entering Unmasked Estep 
Score: -22726608.000000 Penalty: 5995.113770
	Iteration 80F: 3 clusters Score -2.272661e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 174110 members 
Entering Unmasked Estep 
Score: -22726644.000000 Penalty: 5995.113770
	Iteration 81Q: 3 clusters Score -2.272664e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 174091 members 
Entering Unmasked Estep 
Score: -22726640.000000 Penalty: 5995.113770
	Iteration 82Q: 3 clusters Score -2.272664e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 174079 members 
Entering Unmasked Estep 
Score: -22726624.000000 Penalty: 5995.113770
	Iteration 83Q: 3 clusters Score -2.272662e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 174059 members 
Entering Unmasked Estep 
Score: -22726604.000000 Penalty: 5995.113770
	Iteration 84Q: 3 clusters Score -2.27266e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 174049 members 
Entering Unmasked Estep 
Score: -22726616.000000 Penalty: 5995.113770
	Iteration 85Q: 3 clusters Score -2.272662e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 174039 members 
Entering Unmasked Estep 
Score: -22726618.000000 Penalty: 5995.113770
	Iteration 86Q: 3 clusters Score -2.272662e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 174028 members 
Entering Unmasked Estep 
Score: -22726598.000000 Penalty: 5995.113770
	Iteration 87Q: 3 clusters Score -2.27266e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 174020 members 
Entering Unmasked Estep 
Score: -22726612.000000 Penalty: 5995.113770
	Iteration 88Q: 3 clusters Score -2.272661e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 174010 members 
Entering Unmasked Estep 
Score: -22726622.000000 Penalty: 5995.113770
	Iteration 89Q: 3 clusters Score -2.272662e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 173999 members 
Entering Unmasked Estep 
Score: -22726626.000000 Penalty: 5995.113770
	Iteration 90Q: 3 clusters Score -2.272663e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 173992 members 
Entering Unmasked Estep 
Score: -22726628.000000 Penalty: 5995.113770
	Iteration 91Q: 3 clusters Score -2.272663e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 173986 members 
Entering Unmasked Estep 
Score: -22726630.000000 Penalty: 5995.113770
	Iteration 92Q: 3 clusters Score -2.272663e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 173981 members 
Entering Unmasked Estep 
Score: -22726622.000000 Penalty: 5995.113770
	Iteration 93Q: 3 clusters Score -2.272662e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 173980 members 
Entering Unmasked Estep 
Score: -22726614.000000 Penalty: 5995.113770
	Iteration 94Q: 3 clusters Score -2.272661e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 173980 members 
Entering Unmasked Estep 
Score: -22726614.000000 Penalty: 5995.113770
	Iteration 95F: 3 clusters Score -2.272661e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (59399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59399 members 
Entering Unmasked Estep 
Score: -7021664.000000 Penalty: 2726.024170
	Iteration 0F: 2 clusters Score -7021664 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29832 members 
Mstep: Class 2 contains 29567 members 
Entering Unmasked Estep 
Score: -6981769.000000 Penalty: 5452.048340
	Iteration 0F: 3 clusters Score -6981769 nChanged 27570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30608 members 
Mstep: Class 2 contains 28791 members 
Entering Unmasked Estep 
Score: -6998179.000000 Penalty: 5452.048340
	Iteration 1F: 3 clusters Score -6998179 nChanged 3420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31136 members 
Mstep: Class 2 contains 28263 members 
Entering Unmasked Estep 
Score: -7000200.500000 Penalty: 5452.048340
	Iteration 2F: 3 clusters Score -7000200 nChanged 3880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31644 members 
Mstep: Class 2 contains 27755 members 
Entering Unmasked Estep 
Score: -7002786.500000 Penalty: 5452.048340
	Iteration 3F: 3 clusters Score -7002786 nChanged 4031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32111 members 
Mstep: Class 2 contains 27288 members 
Entering Unmasked Estep 
Score: -7005243.000000 Penalty: 5452.048340
	Iteration 4F: 3 clusters Score -7005243 nChanged 3842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32415 members 
Mstep: Class 2 contains 26984 members 
Entering Unmasked Estep 
Score: -7007318.000000 Penalty: 5452.048340
	Iteration 5F: 3 clusters Score -7007318 nChanged 3354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32679 members 
Mstep: Class 2 contains 26720 members 
Entering Unmasked Estep 
Score: -7009015.000000 Penalty: 5452.048340
	Iteration 6F: 3 clusters Score -7009015 nChanged 2892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32939 members 
Mstep: Class 2 contains 26460 members 
Entering Unmasked Estep 
Score: -7010319.500000 Penalty: 5452.048340
	Iteration 7Q: 3 clusters Score -7010320 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33211 members 
Mstep: Class 2 contains 26188 members 
Entering Unmasked Estep 
Score: -7011326.500000 Penalty: 5452.048340
	Iteration 8Q: 3 clusters Score -7011326 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33566 members 
Mstep: Class 2 contains 25833 members 
Entering Unmasked Estep 
Score: -7012104.500000 Penalty: 5452.048340
	Iteration 9Q: 3 clusters Score -7012104 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34038 members 
Mstep: Class 2 contains 25361 members 
Entering Unmasked Estep 
Score: -7012727.500000 Penalty: 5452.048340
	Iteration 10Q: 3 clusters Score -7012728 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34551 members 
Mstep: Class 2 contains 24848 members 
Entering Unmasked Estep 
Score: -7013201.500000 Penalty: 5452.048340
	Iteration 11Q: 3 clusters Score -7013202 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35107 members 
Mstep: Class 2 contains 24292 members 
Entering Unmasked Estep 
Score: -7013649.500000 Penalty: 5452.048340
	Iteration 12Q: 3 clusters Score -7013650 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35651 members 
Mstep: Class 2 contains 23748 members 
Entering Unmasked Estep 
Score: -7013957.000000 Penalty: 5452.048340
	Iteration 13Q: 3 clusters Score -7013957 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36156 members 
Mstep: Class 2 contains 23243 members 
Entering Unmasked Estep 
Score: -7014182.500000 Penalty: 5452.048340
	Iteration 14Q: 3 clusters Score -7014182 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36700 members 
Mstep: Class 2 contains 22699 members 
Entering Unmasked Estep 
Score: -7014414.500000 Penalty: 5452.048340
	Iteration 15Q: 3 clusters Score -7014414 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37209 members 
Mstep: Class 2 contains 22190 members 
Entering Unmasked Estep 
Score: -7014557.500000 Penalty: 5452.048340
	Iteration 16Q: 3 clusters Score -7014558 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37684 members 
Mstep: Class 2 contains 21715 members 
Entering Unmasked Estep 
Score: -7014677.000000 Penalty: 5452.048340
	Iteration 17Q: 3 clusters Score -7014677 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38143 members 
Mstep: Class 2 contains 21256 members 
Entering Unmasked Estep 
Score: -7014773.500000 Penalty: 5452.048340
	Iteration 18Q: 3 clusters Score -7014774 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38557 members 
Mstep: Class 2 contains 20842 members 
Entering Unmasked Estep 
Score: -7014866.500000 Penalty: 5452.048340
	Iteration 19Q: 3 clusters Score -7014866 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38983 members 
Mstep: Class 2 contains 20416 members 
Entering Unmasked Estep 
Score: -7014935.000000 Penalty: 5452.048340
	Iteration 20F: 3 clusters Score -7014935 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39403 members 
Mstep: Class 2 contains 19996 members 
Entering Unmasked Estep 
Score: -7015033.500000 Penalty: 5452.048340
	Iteration 21Q: 3 clusters Score -7015034 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39789 members 
Mstep: Class 2 contains 19610 members 
Entering Unmasked Estep 
Score: -7015090.500000 Penalty: 5452.048340
	Iteration 22Q: 3 clusters Score -7015090 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40157 members 
Mstep: Class 2 contains 19242 members 
Entering Unmasked Estep 
Score: -7015110.000000 Penalty: 5452.048340
	Iteration 23Q: 3 clusters Score -7015110 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40543 members 
Mstep: Class 2 contains 18856 members 
Entering Unmasked Estep 
Score: -7015168.500000 Penalty: 5452.048340
	Iteration 24Q: 3 clusters Score -7015168 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40925 members 
Mstep: Class 2 contains 18474 members 
Entering Unmasked Estep 
Score: -7015247.500000 Penalty: 5452.048340
	Iteration 25Q: 3 clusters Score -7015248 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41347 members 
Mstep: Class 2 contains 18052 members 
Entering Unmasked Estep 
Score: -7015305.000000 Penalty: 5452.048340
	Iteration 26Q: 3 clusters Score -7015305 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41754 members 
Mstep: Class 2 contains 17645 members 
Entering Unmasked Estep 
Score: -7015378.500000 Penalty: 5452.048340
	Iteration 27Q: 3 clusters Score -7015378 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42180 members 
Mstep: Class 2 contains 17219 members 
Entering Unmasked Estep 
Score: -7015460.000000 Penalty: 5452.048340
	Iteration 28Q: 3 clusters Score -7015460 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42615 members 
Mstep: Class 2 contains 16784 members 
Entering Unmasked Estep 
Score: -7015532.000000 Penalty: 5452.048340
	Iteration 29Q: 3 clusters Score -7015532 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43067 members 
Mstep: Class 2 contains 16332 members 
Entering Unmasked Estep 
Score: -7015589.500000 Penalty: 5452.048340
	Iteration 30Q: 3 clusters Score -7015590 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43535 members 
Mstep: Class 2 contains 15864 members 
Entering Unmasked Estep 
Score: -7015664.500000 Penalty: 5452.048340
	Iteration 31Q: 3 clusters Score -7015664 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44030 members 
Mstep: Class 2 contains 15369 members 
Entering Unmasked Estep 
Score: -7015743.000000 Penalty: 5452.048340
	Iteration 32Q: 3 clusters Score -7015743 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44542 members 
Mstep: Class 2 contains 14857 members 
Entering Unmasked Estep 
Score: -7015861.000000 Penalty: 5452.048340
	Iteration 33Q: 3 clusters Score -7015861 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45073 members 
Mstep: Class 2 contains 14326 members 
Entering Unmasked Estep 
Score: -7015977.000000 Penalty: 5452.048340
	Iteration 34Q: 3 clusters Score -7015977 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45625 members 
Mstep: Class 2 contains 13774 members 
Entering Unmasked Estep 
Score: -7016102.000000 Penalty: 5452.048340
	Iteration 35Q: 3 clusters Score -7016102 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46228 members 
Mstep: Class 2 contains 13171 members 
Entering Unmasked Estep 
Score: -7016256.500000 Penalty: 5452.048340
	Iteration 36Q: 3 clusters Score -7016256 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46893 members 
Mstep: Class 2 contains 12506 members 
Entering Unmasked Estep 
Score: -7016420.000000 Penalty: 5452.048340
	Iteration 37Q: 3 clusters Score -7016420 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47553 members 
Mstep: Class 2 contains 11846 members 
Entering Unmasked Estep 
Score: -7016594.000000 Penalty: 5452.048340
	Iteration 38Q: 3 clusters Score -7016594 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48215 members 
Mstep: Class 2 contains 11184 members 
Entering Unmasked Estep 
Score: -7016783.000000 Penalty: 5452.048340
	Iteration 39Q: 3 clusters Score -7016783 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48907 members 
Mstep: Class 2 contains 10492 members 
Entering Unmasked Estep 
Score: -7016974.000000 Penalty: 5452.048340
	Iteration 40F: 3 clusters Score -7016974 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49630 members 
Mstep: Class 2 contains 9769 members 
Entering Unmasked Estep 
Score: -7017246.500000 Penalty: 5452.048340
	Iteration 41Q: 3 clusters Score -7017246 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50334 members 
Mstep: Class 2 contains 9065 members 
Entering Unmasked Estep 
Score: -7017445.000000 Penalty: 5452.048340
	Iteration 42Q: 3 clusters Score -7017445 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51034 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -7017713.000000 Penalty: 5452.048340
	Iteration 43Q: 3 clusters Score -7017713 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51740 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -7017933.000000 Penalty: 5452.048340
	Iteration 44Q: 3 clusters Score -7017933 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52402 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -7018150.500000 Penalty: 5452.048340
	Iteration 45Q: 3 clusters Score -7018150 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53009 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -7018398.000000 Penalty: 5452.048340
	Iteration 46Q: 3 clusters Score -7018398 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53539 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -7018570.500000 Penalty: 5452.048340
	Iteration 47Q: 3 clusters Score -7018570 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54024 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -7018733.500000 Penalty: 5452.048340
	Iteration 48Q: 3 clusters Score -7018734 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54464 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -7018896.000000 Penalty: 5452.048340
	Iteration 49Q: 3 clusters Score -7018896 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54827 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -7018991.500000 Penalty: 5452.048340
	Iteration 50Q: 3 clusters Score -7018992 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55156 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -7019124.500000 Penalty: 5452.048340
	Iteration 51Q: 3 clusters Score -7019124 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55419 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -7019197.500000 Penalty: 5452.048340
	Iteration 52Q: 3 clusters Score -7019198 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55646 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -7019286.000000 Penalty: 5452.048340
	Iteration 53Q: 3 clusters Score -7019286 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55851 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -7019343.500000 Penalty: 5452.048340
	Iteration 54Q: 3 clusters Score -7019344 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56048 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -7019408.000000 Penalty: 5452.048340
	Iteration 55Q: 3 clusters Score -7019408 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56220 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -7019461.500000 Penalty: 5452.048340
	Iteration 56Q: 3 clusters Score -7019462 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56366 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -7019511.000000 Penalty: 5452.048340
	Iteration 57Q: 3 clusters Score -7019511 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56484 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -7019558.500000 Penalty: 5452.048340
	Iteration 58Q: 3 clusters Score -7019558 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56576 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -7019583.000000 Penalty: 5452.048340
	Iteration 59Q: 3 clusters Score -7019583 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56652 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -7019604.500000 Penalty: 5452.048340
	Iteration 60F: 3 clusters Score -7019604 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56731 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -7019632.000000 Penalty: 5452.048340
	Iteration 61Q: 3 clusters Score -7019632 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56782 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -7019670.500000 Penalty: 5452.048340
	Iteration 62Q: 3 clusters Score -7019670 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56832 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -7019678.500000 Penalty: 5452.048340
	Iteration 63Q: 3 clusters Score -7019678 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56871 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -7019695.500000 Penalty: 5452.048340
	Iteration 64Q: 3 clusters Score -7019696 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56925 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -7019691.000000 Penalty: 5452.048340
	Iteration 65Q: 3 clusters Score -7019691 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56968 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -7019706.500000 Penalty: 5452.048340
	Iteration 66Q: 3 clusters Score -7019706 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56999 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -7019722.000000 Penalty: 5452.048340
	Iteration 67Q: 3 clusters Score -7019722 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57033 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -7019735.500000 Penalty: 5452.048340
	Iteration 68Q: 3 clusters Score -7019736 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57062 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -7019742.500000 Penalty: 5452.048340
	Iteration 69Q: 3 clusters Score -7019742 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57086 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -7019753.500000 Penalty: 5452.048340
	Iteration 70Q: 3 clusters Score -7019754 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57108 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -7019747.500000 Penalty: 5452.048340
	Iteration 71Q: 3 clusters Score -7019748 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57126 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -7019761.000000 Penalty: 5452.048340
	Iteration 72Q: 3 clusters Score -7019761 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57134 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -7019764.500000 Penalty: 5452.048340
	Iteration 73Q: 3 clusters Score -7019764 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57149 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -7019764.000000 Penalty: 5452.048340
	Iteration 74Q: 3 clusters Score -7019764 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57168 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -7019771.500000 Penalty: 5452.048340
	Iteration 75Q: 3 clusters Score -7019772 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57197 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -7019786.000000 Penalty: 5452.048340
	Iteration 76Q: 3 clusters Score -7019786 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57231 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -7019786.500000 Penalty: 5452.048340
	Iteration 77Q: 3 clusters Score -7019786 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57259 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -7019808.500000 Penalty: 5452.048340
	Iteration 78Q: 3 clusters Score -7019808 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57289 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -7019819.000000 Penalty: 5452.048340
	Iteration 79Q: 3 clusters Score -7019819 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57317 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -7019827.000000 Penalty: 5452.048340
	Iteration 80F: 3 clusters Score -7019827 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57341 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -7019822.000000 Penalty: 5452.048340
	Iteration 81Q: 3 clusters Score -7019822 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57360 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -7019836.500000 Penalty: 5452.048340
	Iteration 82Q: 3 clusters Score -7019836 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57375 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -7019843.000000 Penalty: 5452.048340
	Iteration 83Q: 3 clusters Score -7019843 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57385 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -7019851.500000 Penalty: 5452.048340
	Iteration 84Q: 3 clusters Score -7019852 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57400 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -7019851.500000 Penalty: 5452.048340
	Iteration 85Q: 3 clusters Score -7019852 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57416 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -7019860.500000 Penalty: 5452.048340
	Iteration 86Q: 3 clusters Score -7019860 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57432 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -7019864.000000 Penalty: 5452.048340
	Iteration 87Q: 3 clusters Score -7019864 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57443 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -7019876.000000 Penalty: 5452.048340
	Iteration 88Q: 3 clusters Score -7019876 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57451 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -7019873.500000 Penalty: 5452.048340
	Iteration 89Q: 3 clusters Score -7019874 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57458 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -7019880.500000 Penalty: 5452.048340
	Iteration 90Q: 3 clusters Score -7019880 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57462 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -7019877.500000 Penalty: 5452.048340
	Iteration 91Q: 3 clusters Score -7019878 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57467 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -7019882.500000 Penalty: 5452.048340
	Iteration 92Q: 3 clusters Score -7019882 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57470 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -7019886.500000 Penalty: 5452.048340
	Iteration 93Q: 3 clusters Score -7019886 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57473 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -7019875.000000 Penalty: 5452.048340
	Iteration 94Q: 3 clusters Score -7019875 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57478 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -7019884.000000 Penalty: 5452.048340
	Iteration 95Q: 3 clusters Score -7019884 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57482 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -7019878.000000 Penalty: 5452.048340
	Iteration 96Q: 3 clusters Score -7019878 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57487 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -7019889.000000 Penalty: 5452.048340
	Iteration 97Q: 3 clusters Score -7019889 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57488 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -7019885.000000 Penalty: 5452.048340
	Iteration 98Q: 3 clusters Score -7019885 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57487 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -7019882.500000 Penalty: 5452.048340
	Iteration 99Q: 3 clusters Score -7019882 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57487 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -7019882.500000 Penalty: 5452.048340
	Iteration 100F: 3 clusters Score -7019882 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 355 members 
Mstep: Class 1 contains 12920 members 
Mstep: Class 2 contains 6629 members 
Mstep: Class 3 contains 2319 members 
Mstep: Class 4 contains 236042 members 
Mstep: Class 5 contains 4161 members 
Mstep: Class 6 contains 4781 members 
Mstep: Class 7 contains 8413 members 
Mstep: Class 8 contains 15356 members 
Mstep: Class 9 contains 9301 members 
Mstep: Class 10 contains 27570 members 
Mstep: Class 11 contains 10226 members 
Mstep: Class 12 contains 2000 members 
Mstep: Class 13 contains 5983 members 
Mstep: Class 14 contains 43778 members 
Mstep: Class 16 contains 23403 members 
Mstep: Class 17 contains 756 members 
Mstep: Class 18 contains 18366 members 
Mstep: Class 19 contains 177535 members 
Mstep: Class 20 contains 59399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147361792.000000 Penalty: 114477.718750
Iteration 39Q: 34 clusters Score -1.473618e+08 nChanged 29695
Entering Unmasked Mstep 
Mstep: Class 0 contains 355 members 
Mstep: Class 1 contains 14236 members 
Mstep: Class 2 contains 6781 members 
Mstep: Class 3 contains 2319 members 
Mstep: Class 4 contains 237330 members 
Mstep: Class 5 contains 4160 members 
Mstep: Class 6 contains 4901 members 
Mstep: Class 7 contains 9349 members 
Mstep: Class 8 contains 15560 members 
Mstep: Class 9 contains 9653 members 
Mstep: Class 10 contains 27676 members 
Mstep: Class 11 contains 10789 members 
Mstep: Class 12 contains 2078 members 
Mstep: Class 13 contains 6597 members 
Mstep: Class 14 contains 44345 members 
Mstep: Class 15 contains 210362 members 
Mstep: Class 16 contains 23592 members 
Mstep: Class 17 contains 790 members 
Mstep: Class 18 contains 18759 members 
Mstep: Class 19 contains 178558 members 
Mstep: Class 20 contains 60756 members 
Mstep: Class 21 contains 4523 members 
Mstep: Class 22 contains 10955 members 
Mstep: Class 23 contains 4182 members 
Mstep: Class 24 contains 13541 members 
Mstep: Class 25 contains 64420 members 
Mstep: Class 26 contains 52193 members 
Mstep: Class 27 contains 46870 members 
Mstep: Class 28 contains 2702 members 
Mstep: Class 29 contains 55403 members 
Mstep: Class 30 contains 5026 members 
Mstep: Class 31 contains 27957 members 
Mstep: Class 32 contains 573 members 
Mstep: Class 33 contains 10958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147385776.000000 Penalty: 114477.718750
Iteration 40F: 34 clusters Score -1.473858e+08 nChanged 25294
Entering Unmasked Mstep 
Mstep: Class 0 contains 135 members 
Mstep: Class 1 contains 14983 members 
Mstep: Class 2 contains 6803 members 
Mstep: Class 3 contains 2328 members 
Mstep: Class 4 contains 234089 members 
Mstep: Class 5 contains 4159 members 
Mstep: Class 6 contains 4858 members 
Mstep: Class 7 contains 9840 members 
Mstep: Class 8 contains 15096 members 
Mstep: Class 9 contains 9852 members 
Mstep: Class 10 contains 27509 members 
Mstep: Class 11 contains 10895 members 
Mstep: Class 12 contains 2003 members 
Mstep: Class 13 contains 7153 members 
Mstep: Class 14 contains 43877 members 
Mstep: Class 15 contains 210326 members 
Mstep: Class 16 contains 23596 members 
Mstep: Class 17 contains 806 members 
Mstep: Class 18 contains 18232 members 
Mstep: Class 19 contains 177608 members 
Mstep: Class 20 contains 60198 members 
Mstep: Class 21 contains 4537 members 
Mstep: Class 22 contains 10980 members 
Mstep: Class 23 contains 4270 members 
Mstep: Class 24 contains 14008 members 
Mstep: Class 25 contains 64090 members 
Mstep: Class 26 contains 54686 members 
Mstep: Class 27 contains 46850 members 
Mstep: Class 28 contains 2735 members 
Mstep: Class 29 contains 54934 members 
Mstep: Class 30 contains 5257 members 
Mstep: Class 31 contains 29209 members 
Mstep: Class 32 contains 794 members 
Mstep: Class 33 contains 11553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147396448.000000 Penalty: 114477.718750
Iteration 41Q: 34 clusters Score -1.473964e+08 nChanged 14467
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 15714 members 
Mstep: Class 2 contains 6842 members 
Mstep: Class 3 contains 2318 members 
Mstep: Class 4 contains 231992 members 
Mstep: Class 5 contains 4159 members 
Mstep: Class 6 contains 4850 members 
Mstep: Class 7 contains 10196 members 
Mstep: Class 8 contains 14727 members 
Mstep: Class 9 contains 10020 members 
Mstep: Class 10 contains 27573 members 
Mstep: Class 11 contains 11072 members 
Mstep: Class 12 contains 1997 members 
Mstep: Class 13 contains 7640 members 
Mstep: Class 14 contains 43587 members 
Mstep: Class 15 contains 210277 members 
Mstep: Class 16 contains 23715 members 
Mstep: Class 17 contains 836 members 
Mstep: Class 18 contains 17930 members 
Mstep: Class 19 contains 176962 members 
Mstep: Class 20 contains 60058 members 
Mstep: Class 21 contains 4545 members 
Mstep: Class 22 contains 10983 members 
Mstep: Class 23 contains 4312 members 
Mstep: Class 24 contains 14395 members 
Mstep: Class 25 contains 63603 members 
Mstep: Class 26 contains 55859 members 
Mstep: Class 27 contains 46747 members 
Mstep: Class 28 contains 2743 members 
Mstep: Class 29 contains 54509 members 
Mstep: Class 30 contains 5392 members 
Mstep: Class 31 contains 29738 members 
Mstep: Class 32 contains 773 members 
Mstep: Class 33 contains 12063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147401216.000000 Penalty: 114477.718750
Iteration 42Q: 34 clusters Score -1.474012e+08 nChanged 10854
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 16437 members 
Mstep: Class 2 contains 6878 members 
Mstep: Class 3 contains 2312 members 
Mstep: Class 4 contains 230487 members 
Mstep: Class 5 contains 4159 members 
Mstep: Class 6 contains 4851 members 
Mstep: Class 7 contains 10429 members 
Mstep: Class 8 contains 14401 members 
Mstep: Class 9 contains 10195 members 
Mstep: Class 10 contains 27655 members 
Mstep: Class 11 contains 11203 members 
Mstep: Class 12 contains 1996 members 
Mstep: Class 13 contains 8047 members 
Mstep: Class 14 contains 43405 members 
Mstep: Class 15 contains 210137 members 
Mstep: Class 16 contains 23829 members 
Mstep: Class 17 contains 860 members 
Mstep: Class 18 contains 17769 members 
Mstep: Class 19 contains 176485 members 
Mstep: Class 20 contains 60032 members 
Mstep: Class 21 contains 4535 members 
Mstep: Class 22 contains 10982 members 
Mstep: Class 23 contains 4341 members 
Mstep: Class 24 contains 14702 members 
Mstep: Class 25 contains 63085 members 
Mstep: Class 26 contains 56571 members 
Mstep: Class 27 contains 46643 members 
Mstep: Class 28 contains 2747 members 
Mstep: Class 29 contains 54128 members 
Mstep: Class 30 contains 5503 members 
Mstep: Class 31 contains 30052 members 
Mstep: Class 32 contains 755 members 
Mstep: Class 33 contains 12517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147404288.000000 Penalty: 114477.718750
Iteration 43Q: 34 clusters Score -1.474043e+08 nChanged 8705
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 17131 members 
Mstep: Class 2 contains 6881 members 
Mstep: Class 3 contains 2306 members 
Mstep: Class 4 contains 229390 members 
Mstep: Class 5 contains 4159 members 
Mstep: Class 6 contains 4843 members 
Mstep: Class 7 contains 10575 members 
Mstep: Class 8 contains 14137 members 
Mstep: Class 9 contains 10352 members 
Mstep: Class 10 contains 27766 members 
Mstep: Class 11 contains 11348 members 
Mstep: Class 12 contains 2003 members 
Mstep: Class 13 contains 8405 members 
Mstep: Class 14 contains 43258 members 
Mstep: Class 15 contains 210002 members 
Mstep: Class 16 contains 23890 members 
Mstep: Class 17 contains 872 members 
Mstep: Class 18 contains 17725 members 
Mstep: Class 19 contains 176021 members 
Mstep: Class 20 contains 60069 members 
Mstep: Class 21 contains 4531 members 
Mstep: Class 22 contains 10979 members 
Mstep: Class 23 contains 4359 members 
Mstep: Class 24 contains 14956 members 
Mstep: Class 25 contains 62666 members 
Mstep: Class 26 contains 56936 members 
Mstep: Class 27 contains 46508 members 
Mstep: Class 28 contains 2748 members 
Mstep: Class 29 contains 53785 members 
Mstep: Class 30 contains 5589 members 
Mstep: Class 31 contains 30307 members 
Mstep: Class 32 contains 746 members 
Mstep: Class 33 contains 12885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147406240.000000 Penalty: 114477.718750
Iteration 44Q: 34 clusters Score -1.474062e+08 nChanged 7045
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 17785 members 
Mstep: Class 2 contains 6889 members 
Mstep: Class 3 contains 2299 members 
Mstep: Class 4 contains 228604 members 
Mstep: Class 5 contains 4159 members 
Mstep: Class 6 contains 4848 members 
Mstep: Class 7 contains 10691 members 
Mstep: Class 8 contains 13890 members 
Mstep: Class 9 contains 10486 members 
Mstep: Class 10 contains 27883 members 
Mstep: Class 11 contains 11453 members 
Mstep: Class 12 contains 2011 members 
Mstep: Class 13 contains 8668 members 
Mstep: Class 14 contains 43163 members 
Mstep: Class 15 contains 209797 members 
Mstep: Class 16 contains 23957 members 
Mstep: Class 17 contains 876 members 
Mstep: Class 18 contains 17819 members 
Mstep: Class 19 contains 175662 members 
Mstep: Class 20 contains 60120 members 
Mstep: Class 21 contains 4526 members 
Mstep: Class 22 contains 10981 members 
Mstep: Class 23 contains 4371 members 
Mstep: Class 24 contains 15140 members 
Mstep: Class 25 contains 62259 members 
Mstep: Class 26 contains 57149 members 
Mstep: Class 27 contains 46404 members 
Mstep: Class 28 contains 2745 members 
Mstep: Class 29 contains 53507 members 
Mstep: Class 30 contains 5676 members 
Mstep: Class 31 contains 30439 members 
Mstep: Class 32 contains 742 members 
Mstep: Class 33 contains 13129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147408496.000000 Penalty: 114477.718750
Iteration 45Q: 34 clusters Score -1.474085e+08 nChanged 5915
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 18434 members 
Mstep: Class 2 contains 6889 members 
Mstep: Class 3 contains 2293 members 
Mstep: Class 4 contains 228030 members 
Mstep: Class 5 contains 4159 members 
Mstep: Class 6 contains 4840 members 
Mstep: Class 7 contains 10758 members 
Mstep: Class 8 contains 13634 members 
Mstep: Class 9 contains 10613 members 
Mstep: Class 10 contains 27970 members 
Mstep: Class 11 contains 11502 members 
Mstep: Class 12 contains 2008 members 
Mstep: Class 13 contains 8854 members 
Mstep: Class 14 contains 43058 members 
Mstep: Class 15 contains 209523 members 
Mstep: Class 16 contains 24006 members 
Mstep: Class 17 contains 879 members 
Mstep: Class 18 contains 17925 members 
Mstep: Class 19 contains 175343 members 
Mstep: Class 20 contains 60160 members 
Mstep: Class 21 contains 4525 members 
Mstep: Class 22 contains 10997 members 
Mstep: Class 23 contains 4379 members 
Mstep: Class 24 contains 15319 members 
Mstep: Class 25 contains 61874 members 
Mstep: Class 26 contains 57400 members 
Mstep: Class 27 contains 46322 members 
Mstep: Class 28 contains 2738 members 
Mstep: Class 29 contains 53327 members 
Mstep: Class 30 contains 5809 members 
Mstep: Class 31 contains 30550 members 
Mstep: Class 32 contains 739 members 
Mstep: Class 33 contains 13271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147410304.000000 Penalty: 114477.718750
Iteration 46Q: 34 clusters Score -1.474103e+08 nChanged 5215
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 19114 members 
Mstep: Class 2 contains 6887 members 
Mstep: Class 3 contains 2286 members 
Mstep: Class 4 contains 227596 members 
Mstep: Class 5 contains 4159 members 
Mstep: Class 6 contains 4842 members 
Mstep: Class 7 contains 10817 members 
Mstep: Class 8 contains 13387 members 
Mstep: Class 9 contains 10720 members 
Mstep: Class 10 contains 28027 members 
Mstep: Class 11 contains 11574 members 
Mstep: Class 12 contains 1999 members 
Mstep: Class 13 contains 9017 members 
Mstep: Class 14 contains 42984 members 
Mstep: Class 15 contains 209110 members 
Mstep: Class 16 contains 24029 members 
Mstep: Class 17 contains 883 members 
Mstep: Class 18 contains 18069 members 
Mstep: Class 19 contains 175086 members 
Mstep: Class 20 contains 60174 members 
Mstep: Class 21 contains 4526 members 
Mstep: Class 22 contains 11013 members 
Mstep: Class 23 contains 4381 members 
Mstep: Class 24 contains 15442 members 
Mstep: Class 25 contains 61497 members 
Mstep: Class 26 contains 57705 members 
Mstep: Class 27 contains 46242 members 
Mstep: Class 28 contains 2737 members 
Mstep: Class 29 contains 53181 members 
Mstep: Class 30 contains 5919 members 
Mstep: Class 31 contains 30638 members 
Mstep: Class 32 contains 736 members 
Mstep: Class 33 contains 13351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147411344.000000 Penalty: 114477.718750
Iteration 47Q: 34 clusters Score -1.474113e+08 nChanged 4410
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 19762 members 
Mstep: Class 2 contains 6882 members 
Mstep: Class 3 contains 2280 members 
Mstep: Class 4 contains 227211 members 
Mstep: Class 5 contains 4159 members 
Mstep: Class 6 contains 4842 members 
Mstep: Class 7 contains 10838 members 
Mstep: Class 8 contains 13140 members 
Mstep: Class 9 contains 10825 members 
Mstep: Class 10 contains 28070 members 
Mstep: Class 11 contains 11558 members 
Mstep: Class 12 contains 1998 members 
Mstep: Class 13 contains 9165 members 
Mstep: Class 14 contains 42933 members 
Mstep: Class 15 contains 208693 members 
Mstep: Class 16 contains 24056 members 
Mstep: Class 17 contains 883 members 
Mstep: Class 18 contains 18207 members 
Mstep: Class 19 contains 174912 members 
Mstep: Class 20 contains 60240 members 
Mstep: Class 21 contains 4530 members 
Mstep: Class 22 contains 11024 members 
Mstep: Class 23 contains 4383 members 
Mstep: Class 24 contains 15534 members 
Mstep: Class 25 contains 61117 members 
Mstep: Class 26 contains 58028 members 
Mstep: Class 27 contains 46178 members 
Mstep: Class 28 contains 2733 members 
Mstep: Class 29 contains 53028 members 
Mstep: Class 30 contains 6076 members 
Mstep: Class 31 contains 30712 members 
Mstep: Class 32 contains 736 members 
Mstep: Class 33 contains 13395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147411888.000000 Penalty: 114477.718750
Iteration 48Q: 34 clusters Score -1.474119e+08 nChanged 4020
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 20376 members 
Mstep: Class 2 contains 6865 members 
Mstep: Class 3 contains 2274 members 
Mstep: Class 4 contains 226899 members 
Mstep: Class 5 contains 4159 members 
Mstep: Class 6 contains 4845 members 
Mstep: Class 7 contains 10854 members 
Mstep: Class 8 contains 12944 members 
Mstep: Class 9 contains 10898 members 
Mstep: Class 10 contains 28104 members 
Mstep: Class 11 contains 11480 members 
Mstep: Class 12 contains 1997 members 
Mstep: Class 13 contains 9274 members 
Mstep: Class 14 contains 42875 members 
Mstep: Class 15 contains 208305 members 
Mstep: Class 16 contains 24066 members 
Mstep: Class 17 contains 883 members 
Mstep: Class 18 contains 18348 members 
Mstep: Class 19 contains 174725 members 
Mstep: Class 20 contains 60237 members 
Mstep: Class 21 contains 4526 members 
Mstep: Class 22 contains 11039 members 
Mstep: Class 23 contains 4383 members 
Mstep: Class 24 contains 15639 members 
Mstep: Class 25 contains 60785 members 
Mstep: Class 26 contains 58346 members 
Mstep: Class 27 contains 46148 members 
Mstep: Class 28 contains 2725 members 
Mstep: Class 29 contains 52914 members 
Mstep: Class 30 contains 6285 members 
Mstep: Class 31 contains 30785 members 
Mstep: Class 32 contains 736 members 
Mstep: Class 33 contains 13409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147412768.000000 Penalty: 114477.718750
Iteration 49Q: 34 clusters Score -1.474128e+08 nChanged 3510
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 20946 members 
Mstep: Class 2 contains 6845 members 
Mstep: Class 3 contains 2266 members 
Mstep: Class 4 contains 226630 members 
Mstep: Class 5 contains 4159 members 
Mstep: Class 6 contains 4844 members 
Mstep: Class 7 contains 10859 members 
Mstep: Class 8 contains 12788 members 
Mstep: Class 9 contains 10954 members 
Mstep: Class 10 contains 28126 members 
Mstep: Class 11 contains 11378 members 
Mstep: Class 12 contains 1998 members 
Mstep: Class 13 contains 9378 members 
Mstep: Class 14 contains 42819 members 
Mstep: Class 15 contains 207916 members 
Mstep: Class 16 contains 24064 members 
Mstep: Class 17 contains 884 members 
Mstep: Class 18 contains 18483 members 
Mstep: Class 19 contains 174564 members 
Mstep: Class 20 contains 60238 members 
Mstep: Class 21 contains 4524 members 
Mstep: Class 22 contains 11048 members 
Mstep: Class 23 contains 4386 members 
Mstep: Class 24 contains 15724 members 
Mstep: Class 25 contains 60492 members 
Mstep: Class 26 contains 58657 members 
Mstep: Class 27 contains 46129 members 
Mstep: Class 28 contains 2722 members 
Mstep: Class 29 contains 52809 members 
Mstep: Class 30 contains 6511 members 
Mstep: Class 31 contains 30846 members 
Mstep: Class 32 contains 736 members 
Mstep: Class 33 contains 13405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147413968.000000 Penalty: 114477.718750
Iteration 50Q: 34 clusters Score -1.47414e+08 nChanged 3205
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 21456 members 
Mstep: Class 2 contains 6830 members 
Mstep: Class 3 contains 2265 members 
Mstep: Class 4 contains 226426 members 
Mstep: Class 5 contains 4159 members 
Mstep: Class 6 contains 4843 members 
Mstep: Class 7 contains 10863 members 
Mstep: Class 8 contains 12633 members 
Mstep: Class 9 contains 10997 members 
Mstep: Class 10 contains 28150 members 
Mstep: Class 11 contains 11287 members 
Mstep: Class 12 contains 2000 members 
Mstep: Class 13 contains 9457 members 
Mstep: Class 14 contains 42756 members 
Mstep: Class 15 contains 207565 members 
Mstep: Class 16 contains 24056 members 
Mstep: Class 17 contains 883 members 
Mstep: Class 18 contains 18605 members 
Mstep: Class 19 contains 174459 members 
Mstep: Class 20 contains 60226 members 
Mstep: Class 21 contains 4521 members 
Mstep: Class 22 contains 11042 members 
Mstep: Class 23 contains 4387 members 
Mstep: Class 24 contains 15812 members 
Mstep: Class 25 contains 60175 members 
Mstep: Class 26 contains 58928 members 
Mstep: Class 27 contains 46111 members 
Mstep: Class 28 contains 2728 members 
Mstep: Class 29 contains 52727 members 
Mstep: Class 30 contains 6752 members 
Mstep: Class 31 contains 30906 members 
Mstep: Class 32 contains 736 members 
Mstep: Class 33 contains 13387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147414608.000000 Penalty: 114477.718750
Iteration 51Q: 34 clusters Score -1.474146e+08 nChanged 3102
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 21887 members 
Mstep: Class 2 contains 6817 members 
Mstep: Class 3 contains 2260 members 
Mstep: Class 4 contains 226249 members 
Mstep: Class 5 contains 4159 members 
Mstep: Class 6 contains 4842 members 
Mstep: Class 7 contains 10865 members 
Mstep: Class 8 contains 12467 members 
Mstep: Class 9 contains 11037 members 
Mstep: Class 10 contains 28175 members 
Mstep: Class 11 contains 11149 members 
Mstep: Class 12 contains 2002 members 
Mstep: Class 13 contains 9523 members 
Mstep: Class 14 contains 42693 members 
Mstep: Class 15 contains 207256 members 
Mstep: Class 16 contains 24041 members 
Mstep: Class 17 contains 883 members 
Mstep: Class 18 contains 18708 members 
Mstep: Class 19 contains 174356 members 
Mstep: Class 20 contains 60229 members 
Mstep: Class 21 contains 4518 members 
Mstep: Class 22 contains 11047 members 
Mstep: Class 23 contains 4387 members 
Mstep: Class 24 contains 15895 members 
Mstep: Class 25 contains 59865 members 
Mstep: Class 26 contains 59198 members 
Mstep: Class 27 contains 46096 members 
Mstep: Class 28 contains 2726 members 
Mstep: Class 29 contains 52665 members 
Mstep: Class 30 contains 7055 members 
Mstep: Class 31 contains 30975 members 
Mstep: Class 32 contains 736 members 
Mstep: Class 33 contains 13367 members 
Entering Unmasked Estep 
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Iteration 52Q: 34 clusters Score -1.474152e+08 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 22353 members 
Mstep: Class 2 contains 6806 members 
Mstep: Class 3 contains 2257 members 
Mstep: Class 4 contains 226084 members 
Mstep: Class 5 contains 4159 members 
Mstep: Class 6 contains 4846 members 
Mstep: Class 7 contains 10880 members 
Mstep: Class 8 contains 12338 members 
Mstep: Class 9 contains 11073 members 
Mstep: Class 10 contains 28201 members 
Mstep: Class 11 contains 10991 members 
Mstep: Class 12 contains 2002 members 
Mstep: Class 13 contains 9584 members 
Mstep: Class 14 contains 42611 members 
Mstep: Class 15 contains 206938 members 
Mstep: Class 16 contains 24034 members 
Mstep: Class 17 contains 883 members 
Mstep: Class 18 contains 18779 members 
Mstep: Class 19 contains 174250 members 
Mstep: Class 20 contains 60180 members 
Mstep: Class 21 contains 4515 members 
Mstep: Class 22 contains 11051 members 
Mstep: Class 23 contains 4387 members 
Mstep: Class 24 contains 15956 members 
Mstep: Class 25 contains 59585 members 
Mstep: Class 26 contains 59454 members 
Mstep: Class 27 contains 46099 members 
Mstep: Class 28 contains 2725 members 
Mstep: Class 29 contains 52588 members 
Mstep: Class 30 contains 7383 members 
Mstep: Class 31 contains 31040 members 
Mstep: Class 32 contains 736 members 
Mstep: Class 33 contains 13360 members 
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Iteration 53Q: 34 clusters Score -1.474164e+08 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 22747 members 
Mstep: Class 2 contains 6798 members 
Mstep: Class 3 contains 2251 members 
Mstep: Class 4 contains 225944 members 
Mstep: Class 5 contains 4159 members 
Mstep: Class 6 contains 4852 members 
Mstep: Class 7 contains 10888 members 
Mstep: Class 8 contains 12236 members 
Mstep: Class 9 contains 11104 members 
Mstep: Class 10 contains 28217 members 
Mstep: Class 11 contains 10820 members 
Mstep: Class 12 contains 2003 members 
Mstep: Class 13 contains 9634 members 
Mstep: Class 14 contains 42511 members 
Mstep: Class 15 contains 206625 members 
Mstep: Class 16 contains 24032 members 
Mstep: Class 17 contains 883 members 
Mstep: Class 18 contains 18859 members 
Mstep: Class 19 contains 174161 members 
Mstep: Class 20 contains 60163 members 
Mstep: Class 21 contains 4520 members 
Mstep: Class 22 contains 11051 members 
Mstep: Class 23 contains 4388 members 
Mstep: Class 24 contains 16004 members 
Mstep: Class 25 contains 59337 members 
Mstep: Class 26 contains 59677 members 
Mstep: Class 27 contains 46107 members 
Mstep: Class 28 contains 2730 members 
Mstep: Class 29 contains 52493 members 
Mstep: Class 30 contains 7746 members 
Mstep: Class 31 contains 31096 members 
Mstep: Class 32 contains 736 members 
Mstep: Class 33 contains 13356 members 
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Iteration 54Q: 34 clusters Score -1.474168e+08 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 23119 members 
Mstep: Class 2 contains 6789 members 
Mstep: Class 3 contains 2250 members 
Mstep: Class 4 contains 225824 members 
Mstep: Class 5 contains 4159 members 
Mstep: Class 6 contains 4853 members 
Mstep: Class 7 contains 10891 members 
Mstep: Class 8 contains 12115 members 
Mstep: Class 9 contains 11136 members 
Mstep: Class 10 contains 28232 members 
Mstep: Class 11 contains 10633 members 
Mstep: Class 12 contains 2004 members 
Mstep: Class 13 contains 9690 members 
Mstep: Class 14 contains 42446 members 
Mstep: Class 15 contains 206337 members 
Mstep: Class 16 contains 24033 members 
Mstep: Class 17 contains 883 members 
Mstep: Class 18 contains 18939 members 
Mstep: Class 19 contains 174120 members 
Mstep: Class 20 contains 60104 members 
Mstep: Class 21 contains 4526 members 
Mstep: Class 22 contains 11048 members 
Mstep: Class 23 contains 4389 members 
Mstep: Class 24 contains 16052 members 
Mstep: Class 25 contains 59099 members 
Mstep: Class 26 contains 59869 members 
Mstep: Class 27 contains 46121 members 
Mstep: Class 28 contains 2733 members 
Mstep: Class 29 contains 52406 members 
Mstep: Class 30 contains 8107 members 
Mstep: Class 31 contains 31141 members 
Mstep: Class 32 contains 736 members 
Mstep: Class 33 contains 13344 members 
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Iteration 55Q: 34 clusters Score -1.474175e+08 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 23487 members 
Mstep: Class 2 contains 6773 members 
Mstep: Class 3 contains 2245 members 
Mstep: Class 4 contains 225703 members 
Mstep: Class 5 contains 4159 members 
Mstep: Class 6 contains 4854 members 
Mstep: Class 7 contains 10911 members 
Mstep: Class 8 contains 12002 members 
Mstep: Class 9 contains 11169 members 
Mstep: Class 10 contains 28240 members 
Mstep: Class 11 contains 10476 members 
Mstep: Class 12 contains 2001 members 
Mstep: Class 13 contains 9718 members 
Mstep: Class 14 contains 42387 members 
Mstep: Class 15 contains 206063 members 
Mstep: Class 16 contains 24040 members 
Mstep: Class 17 contains 883 members 
Mstep: Class 18 contains 19042 members 
Mstep: Class 19 contains 174084 members 
Mstep: Class 20 contains 60047 members 
Mstep: Class 21 contains 4528 members 
Mstep: Class 22 contains 11054 members 
Mstep: Class 23 contains 4389 members 
Mstep: Class 24 contains 16080 members 
Mstep: Class 25 contains 58880 members 
Mstep: Class 26 contains 60051 members 
Mstep: Class 27 contains 46112 members 
Mstep: Class 28 contains 2735 members 
Mstep: Class 29 contains 52322 members 
Mstep: Class 30 contains 8442 members 
Mstep: Class 31 contains 31203 members 
Mstep: Class 32 contains 736 members 
Mstep: Class 33 contains 13312 members 
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Iteration 56Q: 34 clusters Score -1.474186e+08 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 23832 members 
Mstep: Class 2 contains 6763 members 
Mstep: Class 3 contains 2238 members 
Mstep: Class 4 contains 225574 members 
Mstep: Class 5 contains 4159 members 
Mstep: Class 6 contains 4852 members 
Mstep: Class 7 contains 10934 members 
Mstep: Class 8 contains 11924 members 
Mstep: Class 9 contains 11185 members 
Mstep: Class 10 contains 28245 members 
Mstep: Class 11 contains 10335 members 
Mstep: Class 12 contains 2001 members 
Mstep: Class 13 contains 9741 members 
Mstep: Class 14 contains 42315 members 
Mstep: Class 15 contains 205837 members 
Mstep: Class 16 contains 24054 members 
Mstep: Class 17 contains 883 members 
Mstep: Class 18 contains 19153 members 
Mstep: Class 19 contains 174039 members 
Mstep: Class 20 contains 60001 members 
Mstep: Class 21 contains 4526 members 
Mstep: Class 22 contains 11064 members 
Mstep: Class 23 contains 4390 members 
Mstep: Class 24 contains 16118 members 
Mstep: Class 25 contains 58681 members 
Mstep: Class 26 contains 60206 members 
Mstep: Class 27 contains 46091 members 
Mstep: Class 28 contains 2732 members 
Mstep: Class 29 contains 52258 members 
Mstep: Class 30 contains 8739 members 
Mstep: Class 31 contains 31240 members 
Mstep: Class 32 contains 736 members 
Mstep: Class 33 contains 13282 members 
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Iteration 57Q: 34 clusters Score -1.47419e+08 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 24134 members 
Mstep: Class 2 contains 6748 members 
Mstep: Class 3 contains 2234 members 
Mstep: Class 4 contains 225457 members 
Mstep: Class 5 contains 4159 members 
Mstep: Class 6 contains 4850 members 
Mstep: Class 7 contains 10957 members 
Mstep: Class 8 contains 11855 members 
Mstep: Class 9 contains 11193 members 
Mstep: Class 10 contains 28250 members 
Mstep: Class 11 contains 10223 members 
Mstep: Class 12 contains 1997 members 
Mstep: Class 13 contains 9763 members 
Mstep: Class 14 contains 42258 members 
Mstep: Class 15 contains 205631 members 
Mstep: Class 16 contains 24057 members 
Mstep: Class 17 contains 883 members 
Mstep: Class 18 contains 19237 members 
Mstep: Class 19 contains 173986 members 
Mstep: Class 20 contains 59986 members 
Mstep: Class 21 contains 4526 members 
Mstep: Class 22 contains 11073 members 
Mstep: Class 23 contains 4394 members 
Mstep: Class 24 contains 16156 members 
Mstep: Class 25 contains 58497 members 
Mstep: Class 26 contains 60358 members 
Mstep: Class 27 contains 46099 members 
Mstep: Class 28 contains 2731 members 
Mstep: Class 29 contains 52195 members 
Mstep: Class 30 contains 8993 members 
Mstep: Class 31 contains 31274 members 
Mstep: Class 32 contains 736 members 
Mstep: Class 33 contains 13238 members 
Entering Unmasked Estep 
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Iteration 58Q: 34 clusters Score -1.474198e+08 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 24373 members 
Mstep: Class 2 contains 6736 members 
Mstep: Class 3 contains 2228 members 
Mstep: Class 4 contains 225363 members 
Mstep: Class 5 contains 4159 members 
Mstep: Class 6 contains 4849 members 
Mstep: Class 7 contains 10985 members 
Mstep: Class 8 contains 11796 members 
Mstep: Class 9 contains 11202 members 
Mstep: Class 10 contains 28251 members 
Mstep: Class 11 contains 10151 members 
Mstep: Class 12 contains 1996 members 
Mstep: Class 13 contains 9783 members 
Mstep: Class 14 contains 42224 members 
Mstep: Class 15 contains 205437 members 
Mstep: Class 16 contains 24053 members 
Mstep: Class 17 contains 883 members 
Mstep: Class 18 contains 19306 members 
Mstep: Class 19 contains 173917 members 
Mstep: Class 20 contains 59993 members 
Mstep: Class 21 contains 4528 members 
Mstep: Class 22 contains 11080 members 
Mstep: Class 23 contains 4396 members 
Mstep: Class 24 contains 16198 members 
Mstep: Class 25 contains 58322 members 
Mstep: Class 26 contains 60510 members 
Mstep: Class 27 contains 46087 members 
Mstep: Class 28 contains 2731 members 
Mstep: Class 29 contains 52140 members 
Mstep: Class 30 contains 9207 members 
Mstep: Class 31 contains 31304 members 
Mstep: Class 32 contains 736 members 
Mstep: Class 33 contains 13204 members 
Entering Unmasked Estep 
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Iteration 59Q: 34 clusters Score -1.474202e+08 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 24580 members 
Mstep: Class 2 contains 6723 members 
Mstep: Class 3 contains 2226 members 
Mstep: Class 4 contains 225287 members 
Mstep: Class 5 contains 4159 members 
Mstep: Class 6 contains 4848 members 
Mstep: Class 7 contains 11019 members 
Mstep: Class 8 contains 11737 members 
Mstep: Class 9 contains 11205 members 
Mstep: Class 10 contains 28246 members 
Mstep: Class 11 contains 10071 members 
Mstep: Class 12 contains 2001 members 
Mstep: Class 13 contains 9791 members 
Mstep: Class 14 contains 42194 members 
Mstep: Class 15 contains 205245 members 
Mstep: Class 16 contains 24056 members 
Mstep: Class 17 contains 883 members 
Mstep: Class 18 contains 19365 members 
Mstep: Class 19 contains 173864 members 
Mstep: Class 20 contains 59993 members 
Mstep: Class 21 contains 4526 members 
Mstep: Class 22 contains 11081 members 
Mstep: Class 23 contains 4396 members 
Mstep: Class 24 contains 16229 members 
Mstep: Class 25 contains 58159 members 
Mstep: Class 26 contains 60667 members 
Mstep: Class 27 contains 46088 members 
Mstep: Class 28 contains 2727 members 
Mstep: Class 29 contains 52089 members 
Mstep: Class 30 contains 9416 members 
Mstep: Class 31 contains 31341 members 
Mstep: Class 32 contains 736 members 
Mstep: Class 33 contains 13180 members 
Entering Unmasked Estep 
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Iteration 60F: 34 clusters Score -1.474221e+08 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 24783 members 
Mstep: Class 2 contains 6712 members 
Mstep: Class 3 contains 2218 members 
Mstep: Class 4 contains 225232 members 
Mstep: Class 5 contains 4159 members 
Mstep: Class 6 contains 4847 members 
Mstep: Class 7 contains 11032 members 
Mstep: Class 8 contains 11691 members 
Mstep: Class 9 contains 11198 members 
Mstep: Class 10 contains 28237 members 
Mstep: Class 11 contains 9924 members 
Mstep: Class 12 contains 2004 members 
Mstep: Class 13 contains 9809 members 
Mstep: Class 14 contains 42145 members 
Mstep: Class 15 contains 205052 members 
Mstep: Class 16 contains 24050 members 
Mstep: Class 17 contains 884 members 
Mstep: Class 18 contains 19418 members 
Mstep: Class 19 contains 173778 members 
Mstep: Class 20 contains 60017 members 
Mstep: Class 21 contains 4531 members 
Mstep: Class 22 contains 11081 members 
Mstep: Class 23 contains 4397 members 
Mstep: Class 24 contains 16261 members 
Mstep: Class 25 contains 57959 members 
Mstep: Class 26 contains 60822 members 
Mstep: Class 27 contains 46094 members 
Mstep: Class 28 contains 2731 members 
Mstep: Class 29 contains 52037 members 
Mstep: Class 30 contains 9750 members 
Mstep: Class 31 contains 31382 members 
Mstep: Class 32 contains 796 members 
Mstep: Class 33 contains 13157 members 
Entering Unmasked Estep 
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Iteration 61Q: 34 clusters Score -1.474237e+08 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 24966 members 
Mstep: Class 2 contains 6700 members 
Mstep: Class 3 contains 2214 members 
Mstep: Class 4 contains 225172 members 
Mstep: Class 5 contains 4159 members 
Mstep: Class 6 contains 4849 members 
Mstep: Class 7 contains 11061 members 
Mstep: Class 8 contains 11635 members 
Mstep: Class 9 contains 11187 members 
Mstep: Class 10 contains 28230 members 
Mstep: Class 11 contains 9820 members 
Mstep: Class 12 contains 2002 members 
Mstep: Class 13 contains 9827 members 
Mstep: Class 14 contains 42093 members 
Mstep: Class 15 contains 204869 members 
Mstep: Class 16 contains 24054 members 
Mstep: Class 17 contains 900 members 
Mstep: Class 18 contains 19478 members 
Mstep: Class 19 contains 173714 members 
Mstep: Class 20 contains 60004 members 
Mstep: Class 21 contains 4538 members 
Mstep: Class 22 contains 11091 members 
Mstep: Class 23 contains 4396 members 
Mstep: Class 24 contains 16293 members 
Mstep: Class 25 contains 57711 members 
Mstep: Class 26 contains 60997 members 
Mstep: Class 27 contains 46094 members 
Mstep: Class 28 contains 2725 members 
Mstep: Class 29 contains 51981 members 
Mstep: Class 30 contains 10093 members 
Mstep: Class 31 contains 31425 members 
Mstep: Class 32 contains 790 members 
Mstep: Class 33 contains 13127 members 
Entering Unmasked Estep 
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Iteration 62Q: 34 clusters Score -1.474242e+08 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 25145 members 
Mstep: Class 2 contains 6684 members 
Mstep: Class 3 contains 2212 members 
Mstep: Class 4 contains 225126 members 
Mstep: Class 5 contains 4159 members 
Mstep: Class 6 contains 4851 members 
Mstep: Class 7 contains 11114 members 
Mstep: Class 8 contains 11604 members 
Mstep: Class 9 contains 11176 members 
Mstep: Class 10 contains 28216 members 
Mstep: Class 11 contains 9746 members 
Mstep: Class 12 contains 2001 members 
Mstep: Class 13 contains 9834 members 
Mstep: Class 14 contains 42024 members 
Mstep: Class 15 contains 204680 members 
Mstep: Class 16 contains 24056 members 
Mstep: Class 17 contains 912 members 
Mstep: Class 18 contains 19545 members 
Mstep: Class 19 contains 173649 members 
Mstep: Class 20 contains 60013 members 
Mstep: Class 21 contains 4543 members 
Mstep: Class 22 contains 11086 members 
Mstep: Class 23 contains 4397 members 
Mstep: Class 24 contains 16340 members 
Mstep: Class 25 contains 57440 members 
Mstep: Class 26 contains 61163 members 
Mstep: Class 27 contains 46085 members 
Mstep: Class 28 contains 2729 members 
Mstep: Class 29 contains 51921 members 
Mstep: Class 30 contains 10422 members 
Mstep: Class 31 contains 31454 members 
Mstep: Class 32 contains 780 members 
Mstep: Class 33 contains 13088 members 
Entering Unmasked Estep 
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Iteration 63Q: 34 clusters Score -1.474258e+08 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 25319 members 
Mstep: Class 2 contains 6671 members 
Mstep: Class 3 contains 2199 members 
Mstep: Class 4 contains 225090 members 
Mstep: Class 5 contains 4159 members 
Mstep: Class 6 contains 4851 members 
Mstep: Class 7 contains 11153 members 
Mstep: Class 8 contains 11589 members 
Mstep: Class 9 contains 11165 members 
Mstep: Class 10 contains 28200 members 
Mstep: Class 11 contains 9762 members 
Mstep: Class 12 contains 2001 members 
Mstep: Class 13 contains 9842 members 
Mstep: Class 14 contains 42001 members 
Mstep: Class 15 contains 204489 members 
Mstep: Class 16 contains 24064 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 19617 members 
Mstep: Class 19 contains 173585 members 
Mstep: Class 20 contains 60023 members 
Mstep: Class 21 contains 4542 members 
Mstep: Class 22 contains 11097 members 
Mstep: Class 23 contains 4397 members 
Mstep: Class 24 contains 16392 members 
Mstep: Class 25 contains 57140 members 
Mstep: Class 26 contains 61323 members 
Mstep: Class 27 contains 46044 members 
Mstep: Class 28 contains 2729 members 
Mstep: Class 29 contains 51854 members 
Mstep: Class 30 contains 10699 members 
Mstep: Class 31 contains 31463 members 
Mstep: Class 32 contains 775 members 
Mstep: Class 33 contains 13041 members 
Entering Unmasked Estep 
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Iteration 64Q: 34 clusters Score -1.47427e+08 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 25470 members 
Mstep: Class 2 contains 6650 members 
Mstep: Class 3 contains 2193 members 
Mstep: Class 4 contains 225042 members 
Mstep: Class 5 contains 4159 members 
Mstep: Class 6 contains 4852 members 
Mstep: Class 7 contains 11194 members 
Mstep: Class 8 contains 11562 members 
Mstep: Class 9 contains 11167 members 
Mstep: Class 10 contains 28182 members 
Mstep: Class 11 contains 9841 members 
Mstep: Class 12 contains 2005 members 
Mstep: Class 13 contains 9851 members 
Mstep: Class 14 contains 41968 members 
Mstep: Class 15 contains 204302 members 
Mstep: Class 16 contains 24068 members 
Mstep: Class 17 contains 922 members 
Mstep: Class 18 contains 19689 members 
Mstep: Class 19 contains 173529 members 
Mstep: Class 20 contains 60052 members 
Mstep: Class 21 contains 4548 members 
Mstep: Class 22 contains 11113 members 
Mstep: Class 23 contains 4396 members 
Mstep: Class 24 contains 16437 members 
Mstep: Class 25 contains 56840 members 
Mstep: Class 26 contains 61455 members 
Mstep: Class 27 contains 45998 members 
Mstep: Class 28 contains 2715 members 
Mstep: Class 29 contains 51797 members 
Mstep: Class 30 contains 10953 members 
Mstep: Class 31 contains 31473 members 
Mstep: Class 32 contains 773 members 
Mstep: Class 33 contains 13000 members 
Entering Unmasked Estep 
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Iteration 65Q: 34 clusters Score -1.474279e+08 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 25613 members 
Mstep: Class 2 contains 6634 members 
Mstep: Class 3 contains 2186 members 
Mstep: Class 4 contains 225009 members 
Mstep: Class 5 contains 4159 members 
Mstep: Class 6 contains 4851 members 
Mstep: Class 7 contains 11214 members 
Mstep: Class 8 contains 11532 members 
Mstep: Class 9 contains 11169 members 
Mstep: Class 10 contains 28165 members 
Mstep: Class 11 contains 9948 members 
Mstep: Class 12 contains 2006 members 
Mstep: Class 13 contains 9864 members 
Mstep: Class 14 contains 41959 members 
Mstep: Class 15 contains 204115 members 
Mstep: Class 16 contains 24061 members 
Mstep: Class 17 contains 923 members 
Mstep: Class 18 contains 19759 members 
Mstep: Class 19 contains 173463 members 
Mstep: Class 20 contains 60071 members 
Mstep: Class 21 contains 4554 members 
Mstep: Class 22 contains 11128 members 
Mstep: Class 23 contains 4396 members 
Mstep: Class 24 contains 16476 members 
Mstep: Class 25 contains 56569 members 
Mstep: Class 26 contains 61599 members 
Mstep: Class 27 contains 45945 members 
Mstep: Class 28 contains 2706 members 
Mstep: Class 29 contains 51744 members 
Mstep: Class 30 contains 11168 members 
Mstep: Class 31 contains 31492 members 
Mstep: Class 32 contains 772 members 
Mstep: Class 33 contains 12946 members 
Entering Unmasked Estep 
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Iteration 66Q: 34 clusters Score -1.474285e+08 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 25762 members 
Mstep: Class 2 contains 6618 members 
Mstep: Class 3 contains 2179 members 
Mstep: Class 4 contains 224967 members 
Mstep: Class 5 contains 4159 members 
Mstep: Class 6 contains 4850 members 
Mstep: Class 7 contains 11222 members 
Mstep: Class 8 contains 11505 members 
Mstep: Class 9 contains 11166 members 
Mstep: Class 10 contains 28155 members 
Mstep: Class 11 contains 10072 members 
Mstep: Class 12 contains 2003 members 
Mstep: Class 13 contains 9870 members 
Mstep: Class 14 contains 41950 members 
Mstep: Class 15 contains 203941 members 
Mstep: Class 16 contains 24067 members 
Mstep: Class 17 contains 923 members 
Mstep: Class 18 contains 19817 members 
Mstep: Class 19 contains 173402 members 
Mstep: Class 20 contains 60101 members 
Mstep: Class 21 contains 4561 members 
Mstep: Class 22 contains 11141 members 
Mstep: Class 23 contains 4396 members 
Mstep: Class 24 contains 16510 members 
Mstep: Class 25 contains 56313 members 
Mstep: Class 26 contains 61742 members 
Mstep: Class 27 contains 45876 members 
Mstep: Class 28 contains 2704 members 
Mstep: Class 29 contains 51706 members 
Mstep: Class 30 contains 11356 members 
Mstep: Class 31 contains 31506 members 
Mstep: Class 32 contains 772 members 
Mstep: Class 33 contains 12884 members 
Entering Unmasked Estep 
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Iteration 67Q: 34 clusters Score -1.474288e+08 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 25875 members 
Mstep: Class 2 contains 6601 members 
Mstep: Class 3 contains 2175 members 
Mstep: Class 4 contains 224938 members 
Mstep: Class 5 contains 4159 members 
Mstep: Class 6 contains 4846 members 
Mstep: Class 7 contains 11223 members 
Mstep: Class 8 contains 11513 members 
Mstep: Class 9 contains 11165 members 
Mstep: Class 10 contains 28140 members 
Mstep: Class 11 contains 10206 members 
Mstep: Class 12 contains 2001 members 
Mstep: Class 13 contains 9886 members 
Mstep: Class 14 contains 41938 members 
Mstep: Class 15 contains 203823 members 
Mstep: Class 16 contains 24070 members 
Mstep: Class 17 contains 926 members 
Mstep: Class 18 contains 19899 members 
Mstep: Class 19 contains 173316 members 
Mstep: Class 20 contains 60119 members 
Mstep: Class 21 contains 4565 members 
Mstep: Class 22 contains 11144 members 
Mstep: Class 23 contains 4396 members 
Mstep: Class 24 contains 16543 members 
Mstep: Class 25 contains 56093 members 
Mstep: Class 26 contains 61847 members 
Mstep: Class 27 contains 45826 members 
Mstep: Class 28 contains 2707 members 
Mstep: Class 29 contains 51663 members 
Mstep: Class 30 contains 11490 members 
Mstep: Class 31 contains 31516 members 
Mstep: Class 32 contains 769 members 
Mstep: Class 33 contains 12818 members 
Entering Unmasked Estep 
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Iteration 68Q: 34 clusters Score -1.474288e+08 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 25976 members 
Mstep: Class 2 contains 6591 members 
Mstep: Class 3 contains 2170 members 
Mstep: Class 4 contains 224938 members 
Mstep: Class 5 contains 4159 members 
Mstep: Class 6 contains 4841 members 
Mstep: Class 7 contains 11219 members 
Mstep: Class 8 contains 11509 members 
Mstep: Class 9 contains 11159 members 
Mstep: Class 10 contains 28139 members 
Mstep: Class 11 contains 10335 members 
Mstep: Class 12 contains 1998 members 
Mstep: Class 13 contains 9890 members 
Mstep: Class 14 contains 41925 members 
Mstep: Class 15 contains 203718 members 
Mstep: Class 16 contains 24076 members 
Mstep: Class 17 contains 929 members 
Mstep: Class 18 contains 19991 members 
Mstep: Class 19 contains 173222 members 
Mstep: Class 20 contains 60159 members 
Mstep: Class 21 contains 4569 members 
Mstep: Class 22 contains 11151 members 
Mstep: Class 23 contains 4396 members 
Mstep: Class 24 contains 16571 members 
Mstep: Class 25 contains 55884 members 
Mstep: Class 26 contains 61936 members 
Mstep: Class 27 contains 45797 members 
Mstep: Class 28 contains 2707 members 
Mstep: Class 29 contains 51618 members 
Mstep: Class 30 contains 11582 members 
Mstep: Class 31 contains 31532 members 
Mstep: Class 32 contains 767 members 
Mstep: Class 33 contains 12742 members 
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Iteration 69Q: 34 clusters Score -1.474291e+08 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 26065 members 
Mstep: Class 2 contains 6583 members 
Mstep: Class 3 contains 2171 members 
Mstep: Class 4 contains 224916 members 
Mstep: Class 5 contains 4159 members 
Mstep: Class 6 contains 4838 members 
Mstep: Class 7 contains 11212 members 
Mstep: Class 8 contains 11503 members 
Mstep: Class 9 contains 11157 members 
Mstep: Class 10 contains 28134 members 
Mstep: Class 11 contains 10441 members 
Mstep: Class 12 contains 2000 members 
Mstep: Class 13 contains 9895 members 
Mstep: Class 14 contains 41907 members 
Mstep: Class 15 contains 203629 members 
Mstep: Class 16 contains 24084 members 
Mstep: Class 17 contains 929 members 
Mstep: Class 18 contains 20066 members 
Mstep: Class 19 contains 173128 members 
Mstep: Class 20 contains 60213 members 
Mstep: Class 21 contains 4576 members 
Mstep: Class 22 contains 11150 members 
Mstep: Class 23 contains 4396 members 
Mstep: Class 24 contains 16597 members 
Mstep: Class 25 contains 55708 members 
Mstep: Class 26 contains 62039 members 
Mstep: Class 27 contains 45772 members 
Mstep: Class 28 contains 2705 members 
Mstep: Class 29 contains 51579 members 
Mstep: Class 30 contains 11662 members 
Mstep: Class 31 contains 31548 members 
Mstep: Class 32 contains 766 members 
Mstep: Class 33 contains 12668 members 
Entering Unmasked Estep 
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Iteration 70Q: 34 clusters Score -1.474291e+08 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 26148 members 
Mstep: Class 2 contains 6574 members 
Mstep: Class 3 contains 2168 members 
Mstep: Class 4 contains 224899 members 
Mstep: Class 5 contains 4159 members 
Mstep: Class 6 contains 4840 members 
Mstep: Class 7 contains 11208 members 
Mstep: Class 8 contains 11521 members 
Mstep: Class 9 contains 11157 members 
Mstep: Class 10 contains 28125 members 
Mstep: Class 11 contains 10523 members 
Mstep: Class 12 contains 2002 members 
Mstep: Class 13 contains 9896 members 
Mstep: Class 14 contains 41872 members 
Mstep: Class 15 contains 203545 members 
Mstep: Class 16 contains 24089 members 
Mstep: Class 17 contains 928 members 
Mstep: Class 18 contains 20159 members 
Mstep: Class 19 contains 173045 members 
Mstep: Class 20 contains 60255 members 
Mstep: Class 21 contains 4586 members 
Mstep: Class 22 contains 11149 members 
Mstep: Class 23 contains 4396 members 
Mstep: Class 24 contains 16612 members 
Mstep: Class 25 contains 55543 members 
Mstep: Class 26 contains 62126 members 
Mstep: Class 27 contains 45754 members 
Mstep: Class 28 contains 2708 members 
Mstep: Class 29 contains 51545 members 
Mstep: Class 30 contains 11747 members 
Mstep: Class 31 contains 31568 members 
Mstep: Class 32 contains 766 members 
Mstep: Class 33 contains 12583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147429344.000000 Penalty: 114477.718750
Iteration 71Q: 34 clusters Score -1.474293e+08 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 26203 members 
Mstep: Class 2 contains 6563 members 
Mstep: Class 3 contains 2165 members 
Mstep: Class 4 contains 224887 members 
Mstep: Class 5 contains 4159 members 
Mstep: Class 6 contains 4841 members 
Mstep: Class 7 contains 11214 members 
Mstep: Class 8 contains 11526 members 
Mstep: Class 9 contains 11162 members 
Mstep: Class 10 contains 28115 members 
Mstep: Class 11 contains 10581 members 
Mstep: Class 12 contains 2002 members 
Mstep: Class 13 contains 9901 members 
Mstep: Class 14 contains 41849 members 
Mstep: Class 15 contains 203497 members 
Mstep: Class 16 contains 24095 members 
Mstep: Class 17 contains 928 members 
Mstep: Class 18 contains 20228 members 
Mstep: Class 19 contains 172962 members 
Mstep: Class 20 contains 60316 members 
Mstep: Class 21 contains 4596 members 
Mstep: Class 22 contains 11152 members 
Mstep: Class 23 contains 4396 members 
Mstep: Class 24 contains 16632 members 
Mstep: Class 25 contains 55434 members 
Mstep: Class 26 contains 62179 members 
Mstep: Class 27 contains 45719 members 
Mstep: Class 28 contains 2708 members 
Mstep: Class 29 contains 51508 members 
Mstep: Class 30 contains 11825 members 
Mstep: Class 31 contains 31577 members 
Mstep: Class 32 contains 766 members 
Mstep: Class 33 contains 12510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147429376.000000 Penalty: 114477.718750
Iteration 72Q: 34 clusters Score -1.474294e+08 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 26271 members 
Mstep: Class 2 contains 6556 members 
Mstep: Class 3 contains 2164 members 
Mstep: Class 4 contains 224882 members 
Mstep: Class 5 contains 4159 members 
Mstep: Class 6 contains 4841 members 
Mstep: Class 7 contains 11217 members 
Mstep: Class 8 contains 11527 members 
Mstep: Class 9 contains 11166 members 
Mstep: Class 10 contains 28096 members 
Mstep: Class 11 contains 10631 members 
Mstep: Class 12 contains 2001 members 
Mstep: Class 13 contains 9910 members 
Mstep: Class 14 contains 41824 members 
Mstep: Class 15 contains 203443 members 
Mstep: Class 16 contains 24101 members 
Mstep: Class 17 contains 928 members 
Mstep: Class 18 contains 20329 members 
Mstep: Class 19 contains 172886 members 
Mstep: Class 20 contains 60376 members 
Mstep: Class 21 contains 4604 members 
Mstep: Class 22 contains 11160 members 
Mstep: Class 23 contains 4395 members 
Mstep: Class 24 contains 16649 members 
Mstep: Class 25 contains 55315 members 
Mstep: Class 26 contains 62218 members 
Mstep: Class 27 contains 45711 members 
Mstep: Class 28 contains 2702 members 
Mstep: Class 29 contains 51473 members 
Mstep: Class 30 contains 11885 members 
Mstep: Class 31 contains 31581 members 
Mstep: Class 32 contains 766 members 
Mstep: Class 33 contains 12429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147429360.000000 Penalty: 114477.718750
Iteration 73Q: 34 clusters Score -1.474294e+08 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 26334 members 
Mstep: Class 2 contains 6552 members 
Mstep: Class 3 contains 2163 members 
Mstep: Class 4 contains 224862 members 
Mstep: Class 5 contains 4159 members 
Mstep: Class 6 contains 4841 members 
Mstep: Class 7 contains 11224 members 
Mstep: Class 8 contains 11536 members 
Mstep: Class 9 contains 11174 members 
Mstep: Class 10 contains 28084 members 
Mstep: Class 11 contains 10675 members 
Mstep: Class 12 contains 1998 members 
Mstep: Class 13 contains 9930 members 
Mstep: Class 14 contains 41802 members 
Mstep: Class 15 contains 203408 members 
Mstep: Class 16 contains 24106 members 
Mstep: Class 17 contains 928 members 
Mstep: Class 18 contains 20418 members 
Mstep: Class 19 contains 172805 members 
Mstep: Class 20 contains 60439 members 
Mstep: Class 21 contains 4614 members 
Mstep: Class 22 contains 11159 members 
Mstep: Class 23 contains 4394 members 
Mstep: Class 24 contains 16662 members 
Mstep: Class 25 contains 55204 members 
Mstep: Class 26 contains 62267 members 
Mstep: Class 27 contains 45665 members 
Mstep: Class 28 contains 2707 members 
Mstep: Class 29 contains 51428 members 
Mstep: Class 30 contains 11966 members 
Mstep: Class 31 contains 31585 members 
Mstep: Class 32 contains 766 members 
Mstep: Class 33 contains 12341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147429728.000000 Penalty: 114477.718750
Iteration 74Q: 34 clusters Score -1.474297e+08 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 26387 members 
Mstep: Class 2 contains 6545 members 
Mstep: Class 3 contains 2161 members 
Mstep: Class 4 contains 224842 members 
Mstep: Class 5 contains 4159 members 
Mstep: Class 6 contains 4841 members 
Mstep: Class 7 contains 11231 members 
Mstep: Class 8 contains 11555 members 
Mstep: Class 9 contains 11179 members 
Mstep: Class 10 contains 28081 members 
Mstep: Class 11 contains 10722 members 
Mstep: Class 12 contains 1995 members 
Mstep: Class 13 contains 9944 members 
Mstep: Class 14 contains 41779 members 
Mstep: Class 15 contains 203377 members 
Mstep: Class 16 contains 24107 members 
Mstep: Class 17 contains 928 members 
Mstep: Class 18 contains 20543 members 
Mstep: Class 19 contains 172707 members 
Mstep: Class 20 contains 60487 members 
Mstep: Class 21 contains 4628 members 
Mstep: Class 22 contains 11166 members 
Mstep: Class 23 contains 4394 members 
Mstep: Class 24 contains 16667 members 
Mstep: Class 25 contains 55128 members 
Mstep: Class 26 contains 62305 members 
Mstep: Class 27 contains 45636 members 
Mstep: Class 28 contains 2705 members 
Mstep: Class 29 contains 51391 members 
Mstep: Class 30 contains 12025 members 
Mstep: Class 31 contains 31586 members 
Mstep: Class 32 contains 766 members 
Mstep: Class 33 contains 12229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147429440.000000 Penalty: 114477.718750
Iteration 75Q: 34 clusters Score -1.474294e+08 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 26443 members 
Mstep: Class 2 contains 6540 members 
Mstep: Class 3 contains 2162 members 
Mstep: Class 4 contains 224831 members 
Mstep: Class 5 contains 4159 members 
Mstep: Class 6 contains 4842 members 
Mstep: Class 7 contains 11239 members 
Mstep: Class 8 contains 11569 members 
Mstep: Class 9 contains 11189 members 
Mstep: Class 10 contains 28072 members 
Mstep: Class 11 contains 10754 members 
Mstep: Class 12 contains 1999 members 
Mstep: Class 13 contains 9953 members 
Mstep: Class 14 contains 41770 members 
Mstep: Class 15 contains 203370 members 
Mstep: Class 16 contains 24105 members 
Mstep: Class 17 contains 928 members 
Mstep: Class 18 contains 20671 members 
Mstep: Class 19 contains 172607 members 
Mstep: Class 20 contains 60547 members 
Mstep: Class 21 contains 4643 members 
Mstep: Class 22 contains 11161 members 
Mstep: Class 23 contains 4395 members 
Mstep: Class 24 contains 16678 members 
Mstep: Class 25 contains 55047 members 
Mstep: Class 26 contains 62319 members 
Mstep: Class 27 contains 45622 members 
Mstep: Class 28 contains 2705 members 
Mstep: Class 29 contains 51346 members 
Mstep: Class 30 contains 12076 members 
Mstep: Class 31 contains 31575 members 
Mstep: Class 32 contains 766 members 
Mstep: Class 33 contains 12113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147429680.000000 Penalty: 114477.718750
Iteration 76Q: 34 clusters Score -1.474297e+08 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 26499 members 
Mstep: Class 2 contains 6531 members 
Mstep: Class 3 contains 2161 members 
Mstep: Class 4 contains 224822 members 
Mstep: Class 5 contains 4159 members 
Mstep: Class 6 contains 4842 members 
Mstep: Class 7 contains 11238 members 
Mstep: Class 8 contains 11588 members 
Mstep: Class 9 contains 11201 members 
Mstep: Class 10 contains 28067 members 
Mstep: Class 11 contains 10781 members 
Mstep: Class 12 contains 1997 members 
Mstep: Class 13 contains 9959 members 
Mstep: Class 14 contains 41757 members 
Mstep: Class 15 contains 203353 members 
Mstep: Class 16 contains 24108 members 
Mstep: Class 17 contains 928 members 
Mstep: Class 18 contains 20809 members 
Mstep: Class 19 contains 172513 members 
Mstep: Class 20 contains 60611 members 
Mstep: Class 21 contains 4652 members 
Mstep: Class 22 contains 11167 members 
Mstep: Class 23 contains 4395 members 
Mstep: Class 24 contains 16684 members 
Mstep: Class 25 contains 54979 members 
Mstep: Class 26 contains 62337 members 
Mstep: Class 27 contains 45598 members 
Mstep: Class 28 contains 2702 members 
Mstep: Class 29 contains 51314 members 
Mstep: Class 30 contains 12121 members 
Mstep: Class 31 contains 31571 members 
Mstep: Class 32 contains 766 members 
Mstep: Class 33 contains 11986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147429648.000000 Penalty: 114477.718750
Iteration 77Q: 34 clusters Score -1.474296e+08 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 26556 members 
Mstep: Class 2 contains 6522 members 
Mstep: Class 3 contains 2159 members 
Mstep: Class 4 contains 224823 members 
Mstep: Class 5 contains 4159 members 
Mstep: Class 6 contains 4844 members 
Mstep: Class 7 contains 11242 members 
Mstep: Class 8 contains 11638 members 
Mstep: Class 9 contains 11203 members 
Mstep: Class 10 contains 28056 members 
Mstep: Class 11 contains 10802 members 
Mstep: Class 12 contains 1999 members 
Mstep: Class 13 contains 9966 members 
Mstep: Class 14 contains 41750 members 
Mstep: Class 15 contains 203325 members 
Mstep: Class 16 contains 24110 members 
Mstep: Class 17 contains 928 members 
Mstep: Class 18 contains 20957 members 
Mstep: Class 19 contains 172409 members 
Mstep: Class 20 contains 60650 members 
Mstep: Class 21 contains 4660 members 
Mstep: Class 22 contains 11168 members 
Mstep: Class 23 contains 4396 members 
Mstep: Class 24 contains 16689 members 
Mstep: Class 25 contains 54926 members 
Mstep: Class 26 contains 62348 members 
Mstep: Class 27 contains 45585 members 
Mstep: Class 28 contains 2701 members 
Mstep: Class 29 contains 51283 members 
Mstep: Class 30 contains 12150 members 
Mstep: Class 31 contains 31573 members 
Mstep: Class 32 contains 766 members 
Mstep: Class 33 contains 11853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147429952.000000 Penalty: 114477.718750
Iteration 78Q: 34 clusters Score -1.4743e+08 nChanged 841
Entering ConstructFrom: 
Score: -147429952.000000 Penalty: 114477.718750
Entering ConstructFrom: 
Trying to split cluster 1 (26597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26597 members 
Entering Unmasked Estep 
Score: -3440665.750000 Penalty: 2526.761230
	Iteration 0F: 2 clusters Score -3440666 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13165 members 
Mstep: Class 2 contains 13432 members 
Entering Unmasked Estep 
Score: -3422257.250000 Penalty: 5053.522461
	Iteration 0F: 3 clusters Score -3422257 nChanged 11876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12599 members 
Mstep: Class 2 contains 13998 members 
Entering Unmasked Estep 
Score: -3428634.750000 Penalty: 5053.522461
	Iteration 1F: 3 clusters Score -3428635 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12358 members 
Mstep: Class 2 contains 14239 members 
Entering Unmasked Estep 
Score: -3429032.000000 Penalty: 5053.522461
	Iteration 2Q: 3 clusters Score -3429032 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12018 members 
Mstep: Class 2 contains 14579 members 
Entering Unmasked Estep 
Score: -3429389.750000 Penalty: 5053.522461
	Iteration 3Q: 3 clusters Score -3429390 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11545 members 
Mstep: Class 2 contains 15052 members 
Entering Unmasked Estep 
Score: -3429725.250000 Penalty: 5053.522461
	Iteration 4Q: 3 clusters Score -3429725 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10892 members 
Mstep: Class 2 contains 15705 members 
Entering Unmasked Estep 
Score: -3430097.000000 Penalty: 5053.522461
	Iteration 5Q: 3 clusters Score -3430097 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 16585 members 
Entering Unmasked Estep 
Score: -3430576.250000 Penalty: 5053.522461
	Iteration 6Q: 3 clusters Score -3430576 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 17737 members 
Entering Unmasked Estep 
Score: -3431283.250000 Penalty: 5053.522461
	Iteration 7Q: 3 clusters Score -3431283 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 19123 members 
Entering Unmasked Estep 
Score: -3432246.000000 Penalty: 5053.522461
	Iteration 8F: 3 clusters Score -3432246 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 20770 members 
Entering Unmasked Estep 
Score: -3433544.750000 Penalty: 5053.522461
	Iteration 9F: 3 clusters Score -3433545 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 22488 members 
Entering Unmasked Estep 
Score: -3435051.750000 Penalty: 5053.522461
	Iteration 10F: 3 clusters Score -3435052 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 23983 members 
Entering Unmasked Estep 
Score: -3436425.750000 Penalty: 5053.522461
	Iteration 11F: 3 clusters Score -3436426 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 24998 members 
Entering Unmasked Estep 
Score: -3437385.250000 Penalty: 5053.522461
	Iteration 12Q: 3 clusters Score -3437385 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 25544 members 
Entering Unmasked Estep 
Score: -3437897.750000 Penalty: 5053.522461
	Iteration 13Q: 3 clusters Score -3437898 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 25825 members 
Entering Unmasked Estep 
Score: -3438170.250000 Penalty: 5053.522461
	Iteration 14Q: 3 clusters Score -3438170 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 25975 members 
Entering Unmasked Estep 
Score: -3438316.500000 Penalty: 5053.522461
	Iteration 15Q: 3 clusters Score -3438316 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 26054 members 
Entering Unmasked Estep 
Score: -3438406.750000 Penalty: 5053.522461
	Iteration 16Q: 3 clusters Score -3438407 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 26102 members 
Entering Unmasked Estep 
Score: -3438461.250000 Penalty: 5053.522461
	Iteration 17Q: 3 clusters Score -3438461 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 26128 members 
Entering Unmasked Estep 
Score: -3438489.000000 Penalty: 5053.522461
	Iteration 18Q: 3 clusters Score -3438489 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 26147 members 
Entering Unmasked Estep 
Score: -3438506.500000 Penalty: 5053.522461
	Iteration 19Q: 3 clusters Score -3438506 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 26162 members 
Entering Unmasked Estep 
Score: -3438526.250000 Penalty: 5053.522461
	Iteration 20F: 3 clusters Score -3438526 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 26170 members 
Entering Unmasked Estep 
Score: -3438540.000000 Penalty: 5053.522461
	Iteration 21Q: 3 clusters Score -3438540 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 26179 members 
Entering Unmasked Estep 
Score: -3438554.000000 Penalty: 5053.522461
	Iteration 22Q: 3 clusters Score -3438554 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 26184 members 
Entering Unmasked Estep 
Score: -3438558.500000 Penalty: 5053.522461
	Iteration 23Q: 3 clusters Score -3438558 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 26188 members 
Entering Unmasked Estep 
Score: -3438568.500000 Penalty: 5053.522461
	Iteration 24Q: 3 clusters Score -3438568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 26190 members 
Entering Unmasked Estep 
Score: -3438570.250000 Penalty: 5053.522461
	Iteration 25Q: 3 clusters Score -3438570 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 26189 members 
Entering Unmasked Estep 
Score: -3438568.500000 Penalty: 5053.522461
	Iteration 26Q: 3 clusters Score -3438568 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 26189 members 
Entering Unmasked Estep 
Score: -3438568.500000 Penalty: 5053.522461
	Iteration 27F: 3 clusters Score -3438568 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Entering Unmasked Estep 
Score: -795759.875000 Penalty: 2177.939941
	Iteration 0F: 2 clusters Score -795759.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -790302.375000 Penalty: 4355.879883
	Iteration 0F: 3 clusters Score -790302.4 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -791908.187500 Penalty: 4355.879883
	Iteration 1F: 3 clusters Score -791908.2 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -792474.937500 Penalty: 4355.879883
	Iteration 2F: 3 clusters Score -792474.9 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -793193.625000 Penalty: 4355.879883
	Iteration 3F: 3 clusters Score -793193.6 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -794073.750000 Penalty: 4355.879883
	Iteration 4F: 3 clusters Score -794073.8 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -794793.000000 Penalty: 4355.879883
	Iteration 5F: 3 clusters Score -794793 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -795145.000000 Penalty: 4355.879883
	Iteration 6F: 3 clusters Score -795145 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -795302.187500 Penalty: 4355.879883
	Iteration 7Q: 3 clusters Score -795302.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -795390.312500 Penalty: 4355.879883
	Iteration 8Q: 3 clusters Score -795390.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -795436.750000 Penalty: 4355.879883
	Iteration 9Q: 3 clusters Score -795436.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -795468.562500 Penalty: 4355.879883
	Iteration 10Q: 3 clusters Score -795468.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -795481.375000 Penalty: 4355.879883
	Iteration 11Q: 3 clusters Score -795481.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -795496.125000 Penalty: 4355.879883
	Iteration 12Q: 3 clusters Score -795496.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -795506.000000 Penalty: 4355.879883
	Iteration 13Q: 3 clusters Score -795506 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -795518.000000 Penalty: 4355.879883
	Iteration 14Q: 3 clusters Score -795518 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -795526.687500 Penalty: 4355.879883
	Iteration 15Q: 3 clusters Score -795526.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -795532.750000 Penalty: 4355.879883
	Iteration 16Q: 3 clusters Score -795532.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -795539.187500 Penalty: 4355.879883
	Iteration 17Q: 3 clusters Score -795539.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -795544.562500 Penalty: 4355.879883
	Iteration 18Q: 3 clusters Score -795544.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -795548.375000 Penalty: 4355.879883
	Iteration 19Q: 3 clusters Score -795548.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -795547.937500 Penalty: 4355.879883
	Iteration 20F: 3 clusters Score -795547.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -795549.687500 Penalty: 4355.879883
	Iteration 21Q: 3 clusters Score -795549.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -795552.000000 Penalty: 4355.879883
	Iteration 22Q: 3 clusters Score -795552 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -795550.875000 Penalty: 4355.879883
	Iteration 23Q: 3 clusters Score -795550.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -795550.875000 Penalty: 4355.879883
	Iteration 24F: 3 clusters Score -795550.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Entering Unmasked Estep 
Score: -290285.937500 Penalty: 1903.995361
	Iteration 0F: 2 clusters Score -290285.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -287896.718750 Penalty: 3807.990723
	Iteration 0F: 3 clusters Score -287896.7 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -291386.562500 Penalty: 3807.990723
	Iteration 1F: 3 clusters Score -291386.6 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -293565.562500 Penalty: 3807.990723
	Iteration 2F: 3 clusters Score -293565.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -294993.062500 Penalty: 3807.990723
	Iteration 3F: 3 clusters Score -294993.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -295686.312500 Penalty: 3807.990723
	Iteration 4F: 3 clusters Score -295686.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -295905.000000 Penalty: 3807.990723
	Iteration 5Q: 3 clusters Score -295905 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -296295.781250 Penalty: 3807.990723
	Iteration 6Q: 3 clusters Score -296295.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -297266.593750 Penalty: 3807.990723
	Iteration 7Q: 3 clusters Score -297266.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -298324.593750 Penalty: 3807.990723
	Iteration 8Q: 3 clusters Score -298324.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -298570.937500 Penalty: 3807.990723
	Iteration 9Q: 3 clusters Score -298570.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -298661.281250 Penalty: 3807.990723
	Iteration 10Q: 3 clusters Score -298661.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -298726.468750 Penalty: 3807.990723
	Iteration 11Q: 3 clusters Score -298726.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -298745.937500 Penalty: 3807.990723
	Iteration 12Q: 3 clusters Score -298745.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -298754.593750 Penalty: 3807.990723
	Iteration 13Q: 3 clusters Score -298754.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -298757.062500 Penalty: 3807.990723
	Iteration 14Q: 3 clusters Score -298757.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -298764.937500 Penalty: 3807.990723
	Iteration 15F: 3 clusters Score -298764.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -298783.906250 Penalty: 3807.990723
	Iteration 16Q: 3 clusters Score -298783.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -298842.781250 Penalty: 3807.990723
	Iteration 17Q: 3 clusters Score -298842.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -299010.406250 Penalty: 3807.990723
	Iteration 18Q: 3 clusters Score -299010.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -299056.812500 Penalty: 3807.990723
	Iteration 19Q: 3 clusters Score -299056.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -299056.812500 Penalty: 3807.990723
	Iteration 20F: 3 clusters Score -299056.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 26597 members 
Mstep: Class 2 contains 6516 members 
Mstep: Class 3 contains 1311 members 
Mstep: Class 4 contains 224838 members 
Mstep: Class 5 contains 4159 members 
Mstep: Class 6 contains 4843 members 
Mstep: Class 7 contains 11239 members 
Mstep: Class 8 contains 11683 members 
Mstep: Class 9 contains 11205 members 
Mstep: Class 10 contains 28054 members 
Mstep: Class 11 contains 10812 members 
Mstep: Class 12 contains 1999 members 
Mstep: Class 13 contains 9969 members 
Mstep: Class 14 contains 41732 members 
Mstep: Class 15 contains 203303 members 
Mstep: Class 16 contains 24111 members 
Mstep: Class 17 contains 928 members 
Mstep: Class 18 contains 21102 members 
Mstep: Class 19 contains 172302 members 
Mstep: Class 20 contains 60694 members 
Mstep: Class 21 contains 4670 members 
Mstep: Class 22 contains 11168 members 
Mstep: Class 23 contains 4395 members 
Mstep: Class 24 contains 16694 members 
Mstep: Class 25 contains 54868 members 
Mstep: Class 26 contains 62371 members 
Mstep: Class 27 contains 45572 members 
Mstep: Class 28 contains 2701 members 
Mstep: Class 29 contains 51264 members 
Mstep: Class 30 contains 12177 members 
Mstep: Class 31 contains 31576 members 
Mstep: Class 32 contains 766 members 
Mstep: Class 33 contains 11729 members 
Mstep: Class 34 contains 848 members 
Entering Unmasked Estep 
Score: -147437072.000000 Penalty: 117946.742188
Splitting cluster 3 changes total score from -147429952.000000 to -147437072.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 4 (224838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224838 members 
Entering Unmasked Estep 
Score: -29011198.000000 Penalty: 3056.137695
	Iteration 0F: 2 clusters Score -2.90112e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112431 members 
Mstep: Class 2 contains 112407 members 
Entering Unmasked Estep 
Score: -28877684.000000 Penalty: 6112.275391
	Iteration 0F: 3 clusters Score -2.887768e+07 nChanged 108623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112138 members 
Mstep: Class 2 contains 112700 members 
Entering Unmasked Estep 
Score: -28941594.000000 Penalty: 6112.275391
	Iteration 1F: 3 clusters Score -2.894159e+07 nChanged 6009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111427 members 
Mstep: Class 2 contains 113411 members 
Entering Unmasked Estep 
Score: -28942792.000000 Penalty: 6112.275391
	Iteration 2Q: 3 clusters Score -2.894279e+07 nChanged 6463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110182 members 
Mstep: Class 2 contains 114656 members 
Entering Unmasked Estep 
Score: -28944314.000000 Penalty: 6112.275391
	Iteration 3Q: 3 clusters Score -2.894431e+07 nChanged 7115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108011 members 
Mstep: Class 2 contains 116827 members 
Entering Unmasked Estep 
Score: -28945988.000000 Penalty: 6112.275391
	Iteration 4Q: 3 clusters Score -2.894599e+07 nChanged 8281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104710 members 
Mstep: Class 2 contains 120128 members 
Entering Unmasked Estep 
Score: -28948606.000000 Penalty: 6112.275391
	Iteration 5Q: 3 clusters Score -2.894861e+07 nChanged 9889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99559 members 
Mstep: Class 2 contains 125279 members 
Entering Unmasked Estep 
Score: -28952290.000000 Penalty: 6112.275391
	Iteration 6Q: 3 clusters Score -2.895229e+07 nChanged 11441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92352 members 
Mstep: Class 2 contains 132486 members 
Entering Unmasked Estep 
Score: -28956906.000000 Penalty: 6112.275391
	Iteration 7F: 3 clusters Score -2.895691e+07 nChanged 13094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82844 members 
Mstep: Class 2 contains 141994 members 
Entering Unmasked Estep 
Score: -28963080.000000 Penalty: 6112.275391
	Iteration 8F: 3 clusters Score -2.896308e+07 nChanged 14021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71279 members 
Mstep: Class 2 contains 153559 members 
Entering Unmasked Estep 
Score: -28970594.000000 Penalty: 6112.275391
	Iteration 9F: 3 clusters Score -2.897059e+07 nChanged 13988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58683 members 
Mstep: Class 2 contains 166155 members 
Entering Unmasked Estep 
Score: -28978952.000000 Penalty: 6112.275391
	Iteration 10F: 3 clusters Score -2.897895e+07 nChanged 13373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45826 members 
Mstep: Class 2 contains 179012 members 
Entering Unmasked Estep 
Score: -28988720.000000 Penalty: 6112.275391
	Iteration 11F: 3 clusters Score -2.898872e+07 nChanged 13418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32482 members 
Mstep: Class 2 contains 192356 members 
Entering Unmasked Estep 
Score: -28996876.000000 Penalty: 6112.275391
	Iteration 12F: 3 clusters Score -2.899688e+07 nChanged 12320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20164 members 
Mstep: Class 2 contains 204674 members 
Entering Unmasked Estep 
Score: -29002220.000000 Penalty: 6112.275391
	Iteration 13F: 3 clusters Score -2.900222e+07 nChanged 9433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 214105 members 
Entering Unmasked Estep 
Score: -29005558.000000 Penalty: 6112.275391
	Iteration 14Q: 3 clusters Score -2.900556e+07 nChanged 5403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 219506 members 
Entering Unmasked Estep 
Score: -29007288.000000 Penalty: 6112.275391
	Iteration 15Q: 3 clusters Score -2.900729e+07 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 222099 members 
Entering Unmasked Estep 
Score: -29007886.000000 Penalty: 6112.275391
	Iteration 16Q: 3 clusters Score -2.900789e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 223259 members 
Entering Unmasked Estep 
Score: -29008168.000000 Penalty: 6112.275391
	Iteration 17Q: 3 clusters Score -2.900817e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 223778 members 
Entering Unmasked Estep 
Score: -29008362.000000 Penalty: 6112.275391
	Iteration 18Q: 3 clusters Score -2.900836e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 224023 members 
Entering Unmasked Estep 
Score: -29008550.000000 Penalty: 6112.275391
	Iteration 19Q: 3 clusters Score -2.900855e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 224154 members 
Entering Unmasked Estep 
Score: -29008584.000000 Penalty: 6112.275391
	Iteration 20F: 3 clusters Score -2.900858e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 224229 members 
Entering Unmasked Estep 
Score: -29008600.000000 Penalty: 6112.275391
	Iteration 21Q: 3 clusters Score -2.90086e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 224286 members 
Entering Unmasked Estep 
Score: -29008646.000000 Penalty: 6112.275391
	Iteration 22Q: 3 clusters Score -2.900865e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 224320 members 
Entering Unmasked Estep 
Score: -29008680.000000 Penalty: 6112.275391
	Iteration 23Q: 3 clusters Score -2.900868e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 224335 members 
Entering Unmasked Estep 
Score: -29008724.000000 Penalty: 6112.275391
	Iteration 24Q: 3 clusters Score -2.900872e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 224352 members 
Entering Unmasked Estep 
Score: -29008756.000000 Penalty: 6112.275391
	Iteration 25Q: 3 clusters Score -2.900876e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 224373 members 
Entering Unmasked Estep 
Score: -29008770.000000 Penalty: 6112.275391
	Iteration 26Q: 3 clusters Score -2.900877e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 224383 members 
Entering Unmasked Estep 
Score: -29008774.000000 Penalty: 6112.275391
	Iteration 27Q: 3 clusters Score -2.900877e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 224385 members 
Entering Unmasked Estep 
Score: -29008784.000000 Penalty: 6112.275391
	Iteration 28Q: 3 clusters Score -2.900878e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 224387 members 
Entering Unmasked Estep 
Score: -29008776.000000 Penalty: 6112.275391
	Iteration 29Q: 3 clusters Score -2.900878e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 224392 members 
Entering Unmasked Estep 
Score: -29008790.000000 Penalty: 6112.275391
	Iteration 30Q: 3 clusters Score -2.900879e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 224396 members 
Entering Unmasked Estep 
Score: -29008798.000000 Penalty: 6112.275391
	Iteration 31Q: 3 clusters Score -2.90088e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 224399 members 
Entering Unmasked Estep 
Score: -29008806.000000 Penalty: 6112.275391
	Iteration 32Q: 3 clusters Score -2.900881e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 224402 members 
Entering Unmasked Estep 
Score: -29008804.000000 Penalty: 6112.275391
	Iteration 33Q: 3 clusters Score -2.90088e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 224402 members 
Entering Unmasked Estep 
Score: -29008812.000000 Penalty: 6112.275391
	Iteration 34Q: 3 clusters Score -2.900881e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 224402 members 
Entering Unmasked Estep 
Score: -29008800.000000 Penalty: 6112.275391
	Iteration 35Q: 3 clusters Score -2.90088e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 224402 members 
Entering Unmasked Estep 
Score: -29008808.000000 Penalty: 6112.275391
	Iteration 36Q: 3 clusters Score -2.900881e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 224402 members 
Entering Unmasked Estep 
Score: -29008808.000000 Penalty: 6112.275391
	Iteration 37F: 3 clusters Score -2.900881e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Entering Unmasked Estep 
Score: -746615.750000 Penalty: 2066.591309
	Iteration 0F: 2 clusters Score -746615.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -742657.187500 Penalty: 4133.182617
	Iteration 0F: 3 clusters Score -742657.2 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -743610.687500 Penalty: 4133.182617
	Iteration 1F: 3 clusters Score -743610.7 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -743906.500000 Penalty: 4133.182617
	Iteration 2F: 3 clusters Score -743906.5 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -744175.375000 Penalty: 4133.182617
	Iteration 3F: 3 clusters Score -744175.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -744405.250000 Penalty: 4133.182617
	Iteration 4F: 3 clusters Score -744405.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -744605.062500 Penalty: 4133.182617
	Iteration 5Q: 3 clusters Score -744605.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -744759.062500 Penalty: 4133.182617
	Iteration 6Q: 3 clusters Score -744759.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -744853.875000 Penalty: 4133.182617
	Iteration 7Q: 3 clusters Score -744853.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -744932.062500 Penalty: 4133.182617
	Iteration 8Q: 3 clusters Score -744932.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -745004.812500 Penalty: 4133.182617
	Iteration 9Q: 3 clusters Score -745004.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -745076.875000 Penalty: 4133.182617
	Iteration 10Q: 3 clusters Score -745076.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -745148.437500 Penalty: 4133.182617
	Iteration 11Q: 3 clusters Score -745148.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -745236.187500 Penalty: 4133.182617
	Iteration 12Q: 3 clusters Score -745236.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -745312.375000 Penalty: 4133.182617
	Iteration 13Q: 3 clusters Score -745312.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -745373.750000 Penalty: 4133.182617
	Iteration 14Q: 3 clusters Score -745373.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -745419.187500 Penalty: 4133.182617
	Iteration 15Q: 3 clusters Score -745419.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -745471.250000 Penalty: 4133.182617
	Iteration 16Q: 3 clusters Score -745471.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -745506.562500 Penalty: 4133.182617
	Iteration 17Q: 3 clusters Score -745506.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -745548.000000 Penalty: 4133.182617
	Iteration 18Q: 3 clusters Score -745548 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -745592.875000 Penalty: 4133.182617
	Iteration 19Q: 3 clusters Score -745592.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -745629.125000 Penalty: 4133.182617
	Iteration 20F: 3 clusters Score -745629.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -745663.875000 Penalty: 4133.182617
	Iteration 21Q: 3 clusters Score -745663.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -745698.375000 Penalty: 4133.182617
	Iteration 22Q: 3 clusters Score -745698.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -745720.375000 Penalty: 4133.182617
	Iteration 23Q: 3 clusters Score -745720.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -745736.750000 Penalty: 4133.182617
	Iteration 24Q: 3 clusters Score -745736.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -745750.562500 Penalty: 4133.182617
	Iteration 25Q: 3 clusters Score -745750.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -745772.812500 Penalty: 4133.182617
	Iteration 26Q: 3 clusters Score -745772.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -745788.562500 Penalty: 4133.182617
	Iteration 27Q: 3 clusters Score -745788.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -745806.000000 Penalty: 4133.182617
	Iteration 28Q: 3 clusters Score -745806 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -745818.312500 Penalty: 4133.182617
	Iteration 29Q: 3 clusters Score -745818.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -745831.875000 Penalty: 4133.182617
	Iteration 30Q: 3 clusters Score -745831.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -745841.937500 Penalty: 4133.182617
	Iteration 31Q: 3 clusters Score -745841.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -745852.375000 Penalty: 4133.182617
	Iteration 32Q: 3 clusters Score -745852.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -745859.375000 Penalty: 4133.182617
	Iteration 33Q: 3 clusters Score -745859.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -745865.500000 Penalty: 4133.182617
	Iteration 34Q: 3 clusters Score -745865.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -745870.687500 Penalty: 4133.182617
	Iteration 35Q: 3 clusters Score -745870.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -745876.062500 Penalty: 4133.182617
	Iteration 36Q: 3 clusters Score -745876.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -745881.687500 Penalty: 4133.182617
	Iteration 37Q: 3 clusters Score -745881.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -745884.750000 Penalty: 4133.182617
	Iteration 38Q: 3 clusters Score -745884.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -745886.687500 Penalty: 4133.182617
	Iteration 39Q: 3 clusters Score -745886.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -745889.625000 Penalty: 4133.182617
	Iteration 40F: 3 clusters Score -745889.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -745900.750000 Penalty: 4133.182617
	Iteration 41Q: 3 clusters Score -745900.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -745915.312500 Penalty: 4133.182617
	Iteration 42Q: 3 clusters Score -745915.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -745924.937500 Penalty: 4133.182617
	Iteration 43Q: 3 clusters Score -745924.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -745936.000000 Penalty: 4133.182617
	Iteration 44Q: 3 clusters Score -745936 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -745940.125000 Penalty: 4133.182617
	Iteration 45Q: 3 clusters Score -745940.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -745942.750000 Penalty: 4133.182617
	Iteration 46Q: 3 clusters Score -745942.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -745943.062500 Penalty: 4133.182617
	Iteration 47Q: 3 clusters Score -745943.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -745943.062500 Penalty: 4133.182617
	Iteration 48F: 3 clusters Score -745943.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Entering Unmasked Estep 
Score: -591197.500000 Penalty: 2104.351807
	Iteration 0F: 2 clusters Score -591197.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -586829.812500 Penalty: 4208.703613
	Iteration 0F: 3 clusters Score -586829.8 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -588150.875000 Penalty: 4208.703613
	Iteration 1F: 3 clusters Score -588150.9 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -588792.812500 Penalty: 4208.703613
	Iteration 2F: 3 clusters Score -588792.8 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -589494.875000 Penalty: 4208.703613
	Iteration 3F: 3 clusters Score -589494.9 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -590311.937500 Penalty: 4208.703613
	Iteration 4F: 3 clusters Score -590311.9 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -591219.812500 Penalty: 4208.703613
	Iteration 5F: 3 clusters Score -591219.8 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -591751.125000 Penalty: 4208.703613
	Iteration 6F: 3 clusters Score -591751.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -591919.250000 Penalty: 4208.703613
	Iteration 7Q: 3 clusters Score -591919.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -591983.687500 Penalty: 4208.703613
	Iteration 8Q: 3 clusters Score -591983.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -592017.687500 Penalty: 4208.703613
	Iteration 9Q: 3 clusters Score -592017.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -592040.500000 Penalty: 4208.703613
	Iteration 10Q: 3 clusters Score -592040.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -592055.250000 Penalty: 4208.703613
	Iteration 11Q: 3 clusters Score -592055.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -592064.500000 Penalty: 4208.703613
	Iteration 12Q: 3 clusters Score -592064.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -592071.562500 Penalty: 4208.703613
	Iteration 13Q: 3 clusters Score -592071.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -592081.000000 Penalty: 4208.703613
	Iteration 14Q: 3 clusters Score -592081 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -592090.875000 Penalty: 4208.703613
	Iteration 15Q: 3 clusters Score -592090.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -592098.500000 Penalty: 4208.703613
	Iteration 16Q: 3 clusters Score -592098.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -592105.062500 Penalty: 4208.703613
	Iteration 17Q: 3 clusters Score -592105.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -592110.437500 Penalty: 4208.703613
	Iteration 18Q: 3 clusters Score -592110.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -592112.125000 Penalty: 4208.703613
	Iteration 19Q: 3 clusters Score -592112.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -592114.312500 Penalty: 4208.703613
	Iteration 20F: 3 clusters Score -592114.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -592114.500000 Penalty: 4208.703613
	Iteration 21Q: 3 clusters Score -592114.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -592114.500000 Penalty: 4208.703613
	Iteration 22F: 3 clusters Score -592114.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 26597 members 
Mstep: Class 2 contains 6516 members 
Mstep: Class 3 contains 1311 members 
Mstep: Class 4 contains 224838 members 
Mstep: Class 5 contains 4159 members 
Mstep: Class 6 contains 1310 members 
Mstep: Class 7 contains 11239 members 
Mstep: Class 8 contains 11683 members 
Mstep: Class 9 contains 11205 members 
Mstep: Class 10 contains 28054 members 
Mstep: Class 11 contains 10812 members 
Mstep: Class 12 contains 1999 members 
Mstep: Class 13 contains 9969 members 
Mstep: Class 14 contains 41732 members 
Mstep: Class 15 contains 203303 members 
Mstep: Class 16 contains 24111 members 
Mstep: Class 17 contains 928 members 
Mstep: Class 18 contains 21102 members 
Mstep: Class 19 contains 172302 members 
Mstep: Class 20 contains 60694 members 
Mstep: Class 21 contains 4670 members 
Mstep: Class 22 contains 11168 members 
Mstep: Class 23 contains 4395 members 
Mstep: Class 24 contains 16694 members 
Mstep: Class 25 contains 54868 members 
Mstep: Class 26 contains 62371 members 
Mstep: Class 27 contains 45572 members 
Mstep: Class 28 contains 2701 members 
Mstep: Class 29 contains 51264 members 
Mstep: Class 30 contains 12177 members 
Mstep: Class 31 contains 31576 members 
Mstep: Class 32 contains 766 members 
Mstep: Class 33 contains 11729 members 
Mstep: Class 34 contains 848 members 
Mstep: Class 35 contains 3533 members 
Entering Unmasked Estep 
Score: -147437344.000000 Penalty: 121415.765625
Splitting cluster 6 changes total score from -147429952.000000 to -147437344.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 7 (11239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11239 members 
Entering Unmasked Estep 
Score: -1247830.500000 Penalty: 2313.132080
	Iteration 0F: 2 clusters Score -1247830 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -1239446.875000 Penalty: 4626.264160
	Iteration 0F: 3 clusters Score -1239447 nChanged 4751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -1242434.875000 Penalty: 4626.264160
	Iteration 1F: 3 clusters Score -1242435 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -1243320.875000 Penalty: 4626.264160
	Iteration 2F: 3 clusters Score -1243321 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -1244258.625000 Penalty: 4626.264160
	Iteration 3F: 3 clusters Score -1244259 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -1245138.500000 Penalty: 4626.264160
	Iteration 4F: 3 clusters Score -1245138 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -1245668.625000 Penalty: 4626.264160
	Iteration 5F: 3 clusters Score -1245669 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -1246009.250000 Penalty: 4626.264160
	Iteration 6Q: 3 clusters Score -1246009 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -1246294.000000 Penalty: 4626.264160
	Iteration 7Q: 3 clusters Score -1246294 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -1246576.500000 Penalty: 4626.264160
	Iteration 8Q: 3 clusters Score -1246576 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -1246809.750000 Penalty: 4626.264160
	Iteration 9Q: 3 clusters Score -1246810 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -1246963.750000 Penalty: 4626.264160
	Iteration 10Q: 3 clusters Score -1246964 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -1247070.875000 Penalty: 4626.264160
	Iteration 11Q: 3 clusters Score -1247071 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -1247171.875000 Penalty: 4626.264160
	Iteration 12Q: 3 clusters Score -1247172 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -1247259.250000 Penalty: 4626.264160
	Iteration 13Q: 3 clusters Score -1247259 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -1247337.125000 Penalty: 4626.264160
	Iteration 14Q: 3 clusters Score -1247337 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -1247403.750000 Penalty: 4626.264160
	Iteration 15Q: 3 clusters Score -1247404 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -1247461.500000 Penalty: 4626.264160
	Iteration 16Q: 3 clusters Score -1247462 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -1247511.625000 Penalty: 4626.264160
	Iteration 17Q: 3 clusters Score -1247512 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -1247564.375000 Penalty: 4626.264160
	Iteration 18Q: 3 clusters Score -1247564 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -1247626.125000 Penalty: 4626.264160
	Iteration 19Q: 3 clusters Score -1247626 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -1247711.000000 Penalty: 4626.264160
	Iteration 20F: 3 clusters Score -1247711 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -1247848.000000 Penalty: 4626.264160
	Iteration 21Q: 3 clusters Score -1247848 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -1247997.750000 Penalty: 4626.264160
	Iteration 22Q: 3 clusters Score -1247998 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -1248105.375000 Penalty: 4626.264160
	Iteration 23Q: 3 clusters Score -1248105 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -1248178.000000 Penalty: 4626.264160
	Iteration 24Q: 3 clusters Score -1248178 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -1248259.875000 Penalty: 4626.264160
	Iteration 25Q: 3 clusters Score -1248260 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -1248328.625000 Penalty: 4626.264160
	Iteration 26Q: 3 clusters Score -1248329 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -1248383.250000 Penalty: 4626.264160
	Iteration 27Q: 3 clusters Score -1248383 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -1248420.625000 Penalty: 4626.264160
	Iteration 28Q: 3 clusters Score -1248421 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -1248452.000000 Penalty: 4626.264160
	Iteration 29Q: 3 clusters Score -1248452 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -1248471.750000 Penalty: 4626.264160
	Iteration 30Q: 3 clusters Score -1248472 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -1248487.875000 Penalty: 4626.264160
	Iteration 31Q: 3 clusters Score -1248488 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -1248502.375000 Penalty: 4626.264160
	Iteration 32Q: 3 clusters Score -1248502 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -1248511.125000 Penalty: 4626.264160
	Iteration 33Q: 3 clusters Score -1248511 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -1248523.750000 Penalty: 4626.264160
	Iteration 34Q: 3 clusters Score -1248524 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -1248531.875000 Penalty: 4626.264160
	Iteration 35Q: 3 clusters Score -1248532 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -1248541.375000 Penalty: 4626.264160
	Iteration 36Q: 3 clusters Score -1248541 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -1248550.750000 Penalty: 4626.264160
	Iteration 37Q: 3 clusters Score -1248551 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -1248554.750000 Penalty: 4626.264160
	Iteration 38Q: 3 clusters Score -1248555 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -1248556.750000 Penalty: 4626.264160
	Iteration 39Q: 3 clusters Score -1248557 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -1248560.500000 Penalty: 4626.264160
	Iteration 40F: 3 clusters Score -1248560 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -1248564.500000 Penalty: 4626.264160
	Iteration 41Q: 3 clusters Score -1248564 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -1248571.750000 Penalty: 4626.264160
	Iteration 42Q: 3 clusters Score -1248572 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -1248574.500000 Penalty: 4626.264160
	Iteration 43Q: 3 clusters Score -1248574 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -1248575.500000 Penalty: 4626.264160
	Iteration 44Q: 3 clusters Score -1248576 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -1248586.375000 Penalty: 4626.264160
	Iteration 45Q: 3 clusters Score -1248586 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -1248594.625000 Penalty: 4626.264160
	Iteration 46Q: 3 clusters Score -1248595 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -1248603.125000 Penalty: 4626.264160
	Iteration 47Q: 3 clusters Score -1248603 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -1248606.125000 Penalty: 4626.264160
	Iteration 48Q: 3 clusters Score -1248606 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -1248616.875000 Penalty: 4626.264160
	Iteration 49Q: 3 clusters Score -1248617 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -1248621.375000 Penalty: 4626.264160
	Iteration 50Q: 3 clusters Score -1248621 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -1248628.750000 Penalty: 4626.264160
	Iteration 51Q: 3 clusters Score -1248629 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -1248635.250000 Penalty: 4626.264160
	Iteration 52Q: 3 clusters Score -1248635 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -1248653.500000 Penalty: 4626.264160
	Iteration 53Q: 3 clusters Score -1248654 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -1248682.375000 Penalty: 4626.264160
	Iteration 54Q: 3 clusters Score -1248682 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -1248717.750000 Penalty: 4626.264160
	Iteration 55Q: 3 clusters Score -1248718 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -1248769.625000 Penalty: 4626.264160
	Iteration 56Q: 3 clusters Score -1248770 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -1248817.500000 Penalty: 4626.264160
	Iteration 57Q: 3 clusters Score -1248818 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -1248873.875000 Penalty: 4626.264160
	Iteration 58Q: 3 clusters Score -1248874 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -1248912.750000 Penalty: 4626.264160
	Iteration 59Q: 3 clusters Score -1248913 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -1248943.125000 Penalty: 4626.264160
	Iteration 60F: 3 clusters Score -1248943 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -1248971.625000 Penalty: 4626.264160
	Iteration 61Q: 3 clusters Score -1248972 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -1248994.125000 Penalty: 4626.264160
	Iteration 62Q: 3 clusters Score -1248994 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -1249012.500000 Penalty: 4626.264160
	Iteration 63Q: 3 clusters Score -1249012 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -1249021.875000 Penalty: 4626.264160
	Iteration 64Q: 3 clusters Score -1249022 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -1249027.000000 Penalty: 4626.264160
	Iteration 65Q: 3 clusters Score -1249027 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -1249030.375000 Penalty: 4626.264160
	Iteration 66Q: 3 clusters Score -1249030 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -1249035.750000 Penalty: 4626.264160
	Iteration 67Q: 3 clusters Score -1249036 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -1249036.250000 Penalty: 4626.264160
	Iteration 68Q: 3 clusters Score -1249036 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -1249038.000000 Penalty: 4626.264160
	Iteration 69Q: 3 clusters Score -1249038 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -1249037.000000 Penalty: 4626.264160
	Iteration 70Q: 3 clusters Score -1249037 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -1249039.000000 Penalty: 4626.264160
	Iteration 71Q: 3 clusters Score -1249039 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -1249037.625000 Penalty: 4626.264160
	Iteration 72Q: 3 clusters Score -1249038 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -1249039.000000 Penalty: 4626.264160
	Iteration 73Q: 3 clusters Score -1249039 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -1249038.000000 Penalty: 4626.264160
	Iteration 74Q: 3 clusters Score -1249038 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -1249037.500000 Penalty: 4626.264160
	Iteration 75Q: 3 clusters Score -1249038 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -1249037.500000 Penalty: 4626.264160
	Iteration 76F: 3 clusters Score -1249038 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 26597 members 
Mstep: Class 2 contains 6516 members 
Mstep: Class 3 contains 1311 members 
Mstep: Class 4 contains 224838 members 
Mstep: Class 5 contains 4159 members 
Mstep: Class 6 contains 1310 members 
Mstep: Class 7 contains 6528 members 
Mstep: Class 8 contains 11683 members 
Mstep: Class 9 contains 11205 members 
Mstep: Class 10 contains 28054 members 
Mstep: Class 11 contains 10812 members 
Mstep: Class 12 contains 1999 members 
Mstep: Class 13 contains 9969 members 
Mstep: Class 14 contains 41732 members 
Mstep: Class 15 contains 203303 members 
Mstep: Class 16 contains 24111 members 
Mstep: Class 17 contains 928 members 
Mstep: Class 18 contains 21102 members 
Mstep: Class 19 contains 172302 members 
Mstep: Class 20 contains 60694 members 
Mstep: Class 21 contains 4670 members 
Mstep: Class 22 contains 11168 members 
Mstep: Class 23 contains 4395 members 
Mstep: Class 24 contains 16694 members 
Mstep: Class 25 contains 54868 members 
Mstep: Class 26 contains 62371 members 
Mstep: Class 27 contains 45572 members 
Mstep: Class 28 contains 2701 members 
Mstep: Class 29 contains 51264 members 
Mstep: Class 30 contains 12177 members 
Mstep: Class 31 contains 31576 members 
Mstep: Class 32 contains 766 members 
Mstep: Class 33 contains 11729 members 
Mstep: Class 34 contains 848 members 
Mstep: Class 35 contains 3533 members 
Mstep: Class 36 contains 4711 members 
Entering Unmasked Estep 
Score: -147437216.000000 Penalty: 124884.789062
Splitting cluster 7 changes total score from -147429952.000000 to -147437216.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 8 (11683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11683 members 
Entering Unmasked Estep 
Score: -1472765.375000 Penalty: 2322.740723
	Iteration 0F: 2 clusters Score -1472765 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -1464040.500000 Penalty: 4645.481445
	Iteration 0F: 3 clusters Score -1464040 nChanged 4970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -1466749.125000 Penalty: 4645.481445
	Iteration 1F: 3 clusters Score -1466749 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -1467046.750000 Penalty: 4645.481445
	Iteration 2F: 3 clusters Score -1467047 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -1467264.750000 Penalty: 4645.481445
	Iteration 3Q: 3 clusters Score -1467265 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -1467455.125000 Penalty: 4645.481445
	Iteration 4Q: 3 clusters Score -1467455 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -1467653.500000 Penalty: 4645.481445
	Iteration 5Q: 3 clusters Score -1467654 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -1467904.250000 Penalty: 4645.481445
	Iteration 6Q: 3 clusters Score -1467904 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -1468178.125000 Penalty: 4645.481445
	Iteration 7Q: 3 clusters Score -1468178 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -1468458.750000 Penalty: 4645.481445
	Iteration 8Q: 3 clusters Score -1468459 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -1468725.625000 Penalty: 4645.481445
	Iteration 9Q: 3 clusters Score -1468726 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -1468982.375000 Penalty: 4645.481445
	Iteration 10Q: 3 clusters Score -1468982 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -1469230.500000 Penalty: 4645.481445
	Iteration 11Q: 3 clusters Score -1469230 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -1469480.125000 Penalty: 4645.481445
	Iteration 12Q: 3 clusters Score -1469480 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -1469704.000000 Penalty: 4645.481445
	Iteration 13Q: 3 clusters Score -1469704 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -1469924.125000 Penalty: 4645.481445
	Iteration 14Q: 3 clusters Score -1469924 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -1470127.125000 Penalty: 4645.481445
	Iteration 15Q: 3 clusters Score -1470127 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -1470306.125000 Penalty: 4645.481445
	Iteration 16Q: 3 clusters Score -1470306 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -1470461.125000 Penalty: 4645.481445
	Iteration 17Q: 3 clusters Score -1470461 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -1470605.750000 Penalty: 4645.481445
	Iteration 18Q: 3 clusters Score -1470606 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -1470739.875000 Penalty: 4645.481445
	Iteration 19Q: 3 clusters Score -1470740 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -1470870.750000 Penalty: 4645.481445
	Iteration 20F: 3 clusters Score -1470871 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -1471015.750000 Penalty: 4645.481445
	Iteration 21Q: 3 clusters Score -1471016 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -1471168.000000 Penalty: 4645.481445
	Iteration 22Q: 3 clusters Score -1471168 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -1471314.500000 Penalty: 4645.481445
	Iteration 23Q: 3 clusters Score -1471314 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -1471410.500000 Penalty: 4645.481445
	Iteration 24Q: 3 clusters Score -1471410 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -1471479.125000 Penalty: 4645.481445
	Iteration 25Q: 3 clusters Score -1471479 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -1471529.500000 Penalty: 4645.481445
	Iteration 26Q: 3 clusters Score -1471530 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -1471578.000000 Penalty: 4645.481445
	Iteration 27Q: 3 clusters Score -1471578 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -1471618.250000 Penalty: 4645.481445
	Iteration 28Q: 3 clusters Score -1471618 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -1471672.875000 Penalty: 4645.481445
	Iteration 29Q: 3 clusters Score -1471673 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -1471731.000000 Penalty: 4645.481445
	Iteration 30Q: 3 clusters Score -1471731 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -1471809.250000 Penalty: 4645.481445
	Iteration 31Q: 3 clusters Score -1471809 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -1471893.125000 Penalty: 4645.481445
	Iteration 32Q: 3 clusters Score -1471893 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -1471975.500000 Penalty: 4645.481445
	Iteration 33Q: 3 clusters Score -1471976 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -1472082.875000 Penalty: 4645.481445
	Iteration 34Q: 3 clusters Score -1472083 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -1472207.625000 Penalty: 4645.481445
	Iteration 35Q: 3 clusters Score -1472208 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -1472322.750000 Penalty: 4645.481445
	Iteration 36Q: 3 clusters Score -1472323 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -1472397.500000 Penalty: 4645.481445
	Iteration 37Q: 3 clusters Score -1472398 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -1472446.250000 Penalty: 4645.481445
	Iteration 38Q: 3 clusters Score -1472446 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -1472482.125000 Penalty: 4645.481445
	Iteration 39Q: 3 clusters Score -1472482 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -1472533.375000 Penalty: 4645.481445
	Iteration 40F: 3 clusters Score -1472533 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -1472565.000000 Penalty: 4645.481445
	Iteration 41Q: 3 clusters Score -1472565 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -1472583.000000 Penalty: 4645.481445
	Iteration 42Q: 3 clusters Score -1472583 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -1472601.125000 Penalty: 4645.481445
	Iteration 43Q: 3 clusters Score -1472601 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -1472618.250000 Penalty: 4645.481445
	Iteration 44Q: 3 clusters Score -1472618 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -1472631.000000 Penalty: 4645.481445
	Iteration 45Q: 3 clusters Score -1472631 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -1472643.250000 Penalty: 4645.481445
	Iteration 46Q: 3 clusters Score -1472643 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -1472649.500000 Penalty: 4645.481445
	Iteration 47Q: 3 clusters Score -1472650 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -1472656.125000 Penalty: 4645.481445
	Iteration 48Q: 3 clusters Score -1472656 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -1472665.000000 Penalty: 4645.481445
	Iteration 49Q: 3 clusters Score -1472665 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -1472672.875000 Penalty: 4645.481445
	Iteration 50Q: 3 clusters Score -1472673 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -1472681.250000 Penalty: 4645.481445
	Iteration 51Q: 3 clusters Score -1472681 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -1472684.875000 Penalty: 4645.481445
	Iteration 52Q: 3 clusters Score -1472685 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -1472687.375000 Penalty: 4645.481445
	Iteration 53Q: 3 clusters Score -1472687 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -1472686.625000 Penalty: 4645.481445
	Iteration 54Q: 3 clusters Score -1472687 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -1472693.625000 Penalty: 4645.481445
	Iteration 55Q: 3 clusters Score -1472694 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -1472694.750000 Penalty: 4645.481445
	Iteration 56Q: 3 clusters Score -1472695 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -1472695.500000 Penalty: 4645.481445
	Iteration 57Q: 3 clusters Score -1472696 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -1472697.750000 Penalty: 4645.481445
	Iteration 58Q: 3 clusters Score -1472698 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -1472698.375000 Penalty: 4645.481445
	Iteration 59Q: 3 clusters Score -1472698 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -1472702.625000 Penalty: 4645.481445
	Iteration 60F: 3 clusters Score -1472703 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -1472700.125000 Penalty: 4645.481445
	Iteration 61Q: 3 clusters Score -1472700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -1472700.375000 Penalty: 4645.481445
	Iteration 62Q: 3 clusters Score -1472700 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -1472700.375000 Penalty: 4645.481445
	Iteration 63F: 3 clusters Score -1472700 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (11205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11205 members 
Entering Unmasked Estep 
Score: -1385376.250000 Penalty: 2312.380615
	Iteration 0F: 2 clusters Score -1385376 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -1376889.750000 Penalty: 4624.761230
	Iteration 0F: 3 clusters Score -1376890 nChanged 4709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -1379565.375000 Penalty: 4624.761230
	Iteration 1F: 3 clusters Score -1379565 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -1380253.000000 Penalty: 4624.761230
	Iteration 2F: 3 clusters Score -1380253 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -1381171.875000 Penalty: 4624.761230
	Iteration 3F: 3 clusters Score -1381172 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -1382570.875000 Penalty: 4624.761230
	Iteration 4F: 3 clusters Score -1382571 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -1383852.375000 Penalty: 4624.761230
	Iteration 5F: 3 clusters Score -1383852 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -1384666.125000 Penalty: 4624.761230
	Iteration 6F: 3 clusters Score -1384666 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -1385141.625000 Penalty: 4624.761230
	Iteration 7F: 3 clusters Score -1385142 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -1385491.875000 Penalty: 4624.761230
	Iteration 8Q: 3 clusters Score -1385492 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -1385808.625000 Penalty: 4624.761230
	Iteration 9Q: 3 clusters Score -1385809 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -1386052.875000 Penalty: 4624.761230
	Iteration 10Q: 3 clusters Score -1386053 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -1386238.750000 Penalty: 4624.761230
	Iteration 11Q: 3 clusters Score -1386239 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -1386394.750000 Penalty: 4624.761230
	Iteration 12Q: 3 clusters Score -1386395 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -1386528.500000 Penalty: 4624.761230
	Iteration 13Q: 3 clusters Score -1386528 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -1386641.000000 Penalty: 4624.761230
	Iteration 14Q: 3 clusters Score -1386641 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -1386766.750000 Penalty: 4624.761230
	Iteration 15Q: 3 clusters Score -1386767 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -1386893.500000 Penalty: 4624.761230
	Iteration 16Q: 3 clusters Score -1386894 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -1386989.750000 Penalty: 4624.761230
	Iteration 17Q: 3 clusters Score -1386990 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -1387065.000000 Penalty: 4624.761230
	Iteration 18Q: 3 clusters Score -1387065 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -1387118.375000 Penalty: 4624.761230
	Iteration 19Q: 3 clusters Score -1387118 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -1387145.500000 Penalty: 4624.761230
	Iteration 20F: 3 clusters Score -1387146 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -1387155.625000 Penalty: 4624.761230
	Iteration 21Q: 3 clusters Score -1387156 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -1387164.250000 Penalty: 4624.761230
	Iteration 22Q: 3 clusters Score -1387164 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -1387168.250000 Penalty: 4624.761230
	Iteration 23Q: 3 clusters Score -1387168 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -1387175.875000 Penalty: 4624.761230
	Iteration 24Q: 3 clusters Score -1387176 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -1387176.750000 Penalty: 4624.761230
	Iteration 25Q: 3 clusters Score -1387177 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -1387181.625000 Penalty: 4624.761230
	Iteration 26Q: 3 clusters Score -1387182 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -1387179.125000 Penalty: 4624.761230
	Iteration 27Q: 3 clusters Score -1387179 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -1387186.000000 Penalty: 4624.761230
	Iteration 28Q: 3 clusters Score -1387186 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -1387188.000000 Penalty: 4624.761230
	Iteration 29Q: 3 clusters Score -1387188 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -1387190.625000 Penalty: 4624.761230
	Iteration 30Q: 3 clusters Score -1387191 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -1387192.625000 Penalty: 4624.761230
	Iteration 31Q: 3 clusters Score -1387193 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -1387194.125000 Penalty: 4624.761230
	Iteration 32Q: 3 clusters Score -1387194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -1387193.500000 Penalty: 4624.761230
	Iteration 33Q: 3 clusters Score -1387194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -1387192.500000 Penalty: 4624.761230
	Iteration 34Q: 3 clusters Score -1387192 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -1387193.750000 Penalty: 4624.761230
	Iteration 35Q: 3 clusters Score -1387194 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -1387193.750000 Penalty: 4624.761230
	Iteration 36Q: 3 clusters Score -1387194 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -1387194.500000 Penalty: 4624.761230
	Iteration 37Q: 3 clusters Score -1387194 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -1387194.500000 Penalty: 4624.761230
	Iteration 38F: 3 clusters Score -1387194 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 26597 members 
Mstep: Class 2 contains 6516 members 
Mstep: Class 3 contains 1311 members 
Mstep: Class 4 contains 224838 members 
Mstep: Class 5 contains 4159 members 
Mstep: Class 6 contains 1310 members 
Mstep: Class 7 contains 6528 members 
Mstep: Class 8 contains 11683 members 
Mstep: Class 9 contains 7264 members 
Mstep: Class 10 contains 28054 members 
Mstep: Class 11 contains 10812 members 
Mstep: Class 12 contains 1999 members 
Mstep: Class 13 contains 9969 members 
Mstep: Class 14 contains 41732 members 
Mstep: Class 15 contains 203303 members 
Mstep: Class 16 contains 24111 members 
Mstep: Class 17 contains 928 members 
Mstep: Class 18 contains 21102 members 
Mstep: Class 19 contains 172302 members 
Mstep: Class 20 contains 60694 members 
Mstep: Class 21 contains 4670 members 
Mstep: Class 22 contains 11168 members 
Mstep: Class 23 contains 4395 members 
Mstep: Class 24 contains 16694 members 
Mstep: Class 25 contains 54868 members 
Mstep: Class 26 contains 62371 members 
Mstep: Class 27 contains 45572 members 
Mstep: Class 28 contains 2701 members 
Mstep: Class 29 contains 51264 members 
Mstep: Class 30 contains 12177 members 
Mstep: Class 31 contains 31576 members 
Mstep: Class 32 contains 766 members 
Mstep: Class 33 contains 11729 members 
Mstep: Class 34 contains 848 members 
Mstep: Class 35 contains 3533 members 
Mstep: Class 36 contains 4711 members 
Mstep: Class 37 contains 3941 members 
Entering Unmasked Estep 
Score: -147437648.000000 Penalty: 128353.804688
Splitting cluster 9 changes total score from -147429952.000000 to -147437648.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 10 (28054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28054 members 
Entering Unmasked Estep 
Score: -3565819.000000 Penalty: 2539.987793
	Iteration 0F: 2 clusters Score -3565819 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13866 members 
Mstep: Class 2 contains 14188 members 
Entering Unmasked Estep 
Score: -3546611.250000 Penalty: 5079.975586
	Iteration 0F: 3 clusters Score -3546611 nChanged 12582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13100 members 
Mstep: Class 2 contains 14954 members 
Entering Unmasked Estep 
Score: -3553286.500000 Penalty: 5079.975586
	Iteration 1F: 3 clusters Score -3553286 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12574 members 
Mstep: Class 2 contains 15480 members 
Entering Unmasked Estep 
Score: -3553894.250000 Penalty: 5079.975586
	Iteration 2F: 3 clusters Score -3553894 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11749 members 
Mstep: Class 2 contains 16305 members 
Entering Unmasked Estep 
Score: -3554622.000000 Penalty: 5079.975586
	Iteration 3F: 3 clusters Score -3554622 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10498 members 
Mstep: Class 2 contains 17556 members 
Entering Unmasked Estep 
Score: -3555707.000000 Penalty: 5079.975586
	Iteration 4F: 3 clusters Score -3555707 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 19162 members 
Entering Unmasked Estep 
Score: -3557289.750000 Penalty: 5079.975586
	Iteration 5F: 3 clusters Score -3557290 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 20937 members 
Entering Unmasked Estep 
Score: -3559192.000000 Penalty: 5079.975586
	Iteration 6F: 3 clusters Score -3559192 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 22579 members 
Entering Unmasked Estep 
Score: -3560966.000000 Penalty: 5079.975586
	Iteration 7F: 3 clusters Score -3560966 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 23929 members 
Entering Unmasked Estep 
Score: -3562297.750000 Penalty: 5079.975586
	Iteration 8F: 3 clusters Score -3562298 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 24816 members 
Entering Unmasked Estep 
Score: -3563075.500000 Penalty: 5079.975586
	Iteration 9Q: 3 clusters Score -3563076 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 25390 members 
Entering Unmasked Estep 
Score: -3563478.250000 Penalty: 5079.975586
	Iteration 10Q: 3 clusters Score -3563478 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 25714 members 
Entering Unmasked Estep 
Score: -3563671.250000 Penalty: 5079.975586
	Iteration 11Q: 3 clusters Score -3563671 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 25912 members 
Entering Unmasked Estep 
Score: -3563775.000000 Penalty: 5079.975586
	Iteration 12Q: 3 clusters Score -3563775 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 26056 members 
Entering Unmasked Estep 
Score: -3563837.250000 Penalty: 5079.975586
	Iteration 13Q: 3 clusters Score -3563837 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 26176 members 
Entering Unmasked Estep 
Score: -3563897.250000 Penalty: 5079.975586
	Iteration 14Q: 3 clusters Score -3563897 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 26274 members 
Entering Unmasked Estep 
Score: -3563925.000000 Penalty: 5079.975586
	Iteration 15Q: 3 clusters Score -3563925 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 26329 members 
Entering Unmasked Estep 
Score: -3563941.250000 Penalty: 5079.975586
	Iteration 16Q: 3 clusters Score -3563941 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 26373 members 
Entering Unmasked Estep 
Score: -3563963.250000 Penalty: 5079.975586
	Iteration 17Q: 3 clusters Score -3563963 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 26402 members 
Entering Unmasked Estep 
Score: -3563969.250000 Penalty: 5079.975586
	Iteration 18Q: 3 clusters Score -3563969 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 26428 members 
Entering Unmasked Estep 
Score: -3563978.250000 Penalty: 5079.975586
	Iteration 19Q: 3 clusters Score -3563978 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 26453 members 
Entering Unmasked Estep 
Score: -3563988.500000 Penalty: 5079.975586
	Iteration 20F: 3 clusters Score -3563988 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 26466 members 
Entering Unmasked Estep 
Score: -3563995.750000 Penalty: 5079.975586
	Iteration 21Q: 3 clusters Score -3563996 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 26479 members 
Entering Unmasked Estep 
Score: -3563996.250000 Penalty: 5079.975586
	Iteration 22Q: 3 clusters Score -3563996 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 26494 members 
Entering Unmasked Estep 
Score: -3563997.500000 Penalty: 5079.975586
	Iteration 23Q: 3 clusters Score -3563998 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 26512 members 
Entering Unmasked Estep 
Score: -3564006.250000 Penalty: 5079.975586
	Iteration 24Q: 3 clusters Score -3564006 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 26530 members 
Entering Unmasked Estep 
Score: -3564022.750000 Penalty: 5079.975586
	Iteration 25Q: 3 clusters Score -3564023 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 26545 members 
Entering Unmasked Estep 
Score: -3564026.250000 Penalty: 5079.975586
	Iteration 26Q: 3 clusters Score -3564026 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 26553 members 
Entering Unmasked Estep 
Score: -3564025.250000 Penalty: 5079.975586
	Iteration 27Q: 3 clusters Score -3564025 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 26556 members 
Entering Unmasked Estep 
Score: -3564025.750000 Penalty: 5079.975586
	Iteration 28Q: 3 clusters Score -3564026 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 26563 members 
Entering Unmasked Estep 
Score: -3564030.750000 Penalty: 5079.975586
	Iteration 29Q: 3 clusters Score -3564031 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 26565 members 
Entering Unmasked Estep 
Score: -3564032.250000 Penalty: 5079.975586
	Iteration 30Q: 3 clusters Score -3564032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 26567 members 
Entering Unmasked Estep 
Score: -3564025.500000 Penalty: 5079.975586
	Iteration 31Q: 3 clusters Score -3564026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 26569 members 
Entering Unmasked Estep 
Score: -3564024.750000 Penalty: 5079.975586
	Iteration 32Q: 3 clusters Score -3564025 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 26571 members 
Entering Unmasked Estep 
Score: -3564025.500000 Penalty: 5079.975586
	Iteration 33Q: 3 clusters Score -3564026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 26572 members 
Entering Unmasked Estep 
Score: -3564026.750000 Penalty: 5079.975586
	Iteration 34Q: 3 clusters Score -3564027 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 26572 members 
Entering Unmasked Estep 
Score: -3564026.750000 Penalty: 5079.975586
	Iteration 35F: 3 clusters Score -3564027 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (10812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10812 members 
Entering Unmasked Estep 
Score: -1352085.500000 Penalty: 2303.526123
	Iteration 0F: 2 clusters Score -1352086 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -1344011.500000 Penalty: 4607.052246
	Iteration 0F: 3 clusters Score -1344012 nChanged 4468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -1346325.000000 Penalty: 4607.052246
	Iteration 1F: 3 clusters Score -1346325 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -1346637.750000 Penalty: 4607.052246
	Iteration 2F: 3 clusters Score -1346638 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -1346840.750000 Penalty: 4607.052246
	Iteration 3Q: 3 clusters Score -1346841 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -1347017.125000 Penalty: 4607.052246
	Iteration 4Q: 3 clusters Score -1347017 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -1347194.500000 Penalty: 4607.052246
	Iteration 5Q: 3 clusters Score -1347194 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -1347424.875000 Penalty: 4607.052246
	Iteration 6Q: 3 clusters Score -1347425 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -1347714.250000 Penalty: 4607.052246
	Iteration 7Q: 3 clusters Score -1347714 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -1348051.375000 Penalty: 4607.052246
	Iteration 8Q: 3 clusters Score -1348051 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -1348411.250000 Penalty: 4607.052246
	Iteration 9Q: 3 clusters Score -1348411 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -1348818.750000 Penalty: 4607.052246
	Iteration 10Q: 3 clusters Score -1348819 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -1349219.875000 Penalty: 4607.052246
	Iteration 11Q: 3 clusters Score -1349220 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -1349566.125000 Penalty: 4607.052246
	Iteration 12Q: 3 clusters Score -1349566 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -1349850.250000 Penalty: 4607.052246
	Iteration 13Q: 3 clusters Score -1349850 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -1350131.875000 Penalty: 4607.052246
	Iteration 14Q: 3 clusters Score -1350132 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -1350300.375000 Penalty: 4607.052246
	Iteration 15Q: 3 clusters Score -1350300 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -1350429.375000 Penalty: 4607.052246
	Iteration 16Q: 3 clusters Score -1350429 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -1350526.000000 Penalty: 4607.052246
	Iteration 17Q: 3 clusters Score -1350526 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -1350584.500000 Penalty: 4607.052246
	Iteration 18Q: 3 clusters Score -1350584 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -1350632.375000 Penalty: 4607.052246
	Iteration 19Q: 3 clusters Score -1350632 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -1350686.375000 Penalty: 4607.052246
	Iteration 20F: 3 clusters Score -1350686 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -1350727.125000 Penalty: 4607.052246
	Iteration 21Q: 3 clusters Score -1350727 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -1350756.625000 Penalty: 4607.052246
	Iteration 22Q: 3 clusters Score -1350757 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -1350768.125000 Penalty: 4607.052246
	Iteration 23Q: 3 clusters Score -1350768 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -1350786.000000 Penalty: 4607.052246
	Iteration 24Q: 3 clusters Score -1350786 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -1350795.875000 Penalty: 4607.052246
	Iteration 25Q: 3 clusters Score -1350796 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -1350800.250000 Penalty: 4607.052246
	Iteration 26Q: 3 clusters Score -1350800 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -1350811.750000 Penalty: 4607.052246
	Iteration 27Q: 3 clusters Score -1350812 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -1350820.000000 Penalty: 4607.052246
	Iteration 28Q: 3 clusters Score -1350820 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -1350822.625000 Penalty: 4607.052246
	Iteration 29Q: 3 clusters Score -1350823 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -1350825.625000 Penalty: 4607.052246
	Iteration 30Q: 3 clusters Score -1350826 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -1350826.625000 Penalty: 4607.052246
	Iteration 31Q: 3 clusters Score -1350827 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -1350824.750000 Penalty: 4607.052246
	Iteration 32Q: 3 clusters Score -1350825 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -1350826.375000 Penalty: 4607.052246
	Iteration 33Q: 3 clusters Score -1350826 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -1350826.625000 Penalty: 4607.052246
	Iteration 34Q: 3 clusters Score -1350827 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -1350824.875000 Penalty: 4607.052246
	Iteration 35Q: 3 clusters Score -1350825 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -1350825.625000 Penalty: 4607.052246
	Iteration 36Q: 3 clusters Score -1350826 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -1350825.625000 Penalty: 4607.052246
	Iteration 37F: 3 clusters Score -1350826 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Entering Unmasked Estep 
Score: -237556.562500 Penalty: 1884.899780
	Iteration 0F: 2 clusters Score -237556.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -235685.906250 Penalty: 3769.799561
	Iteration 0F: 3 clusters Score -235685.9 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -241117.203125 Penalty: 3769.799561
	Iteration 1F: 3 clusters Score -241117.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -242150.234375 Penalty: 3769.799561
	Iteration 2F: 3 clusters Score -242150.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -242443.468750 Penalty: 3769.799561
	Iteration 3Q: 3 clusters Score -242443.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -242731.765625 Penalty: 3769.799561
	Iteration 4Q: 3 clusters Score -242731.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -243255.781250 Penalty: 3769.799561
	Iteration 5Q: 3 clusters Score -243255.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -243394.312500 Penalty: 3769.799561
	Iteration 6Q: 3 clusters Score -243394.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -243502.390625 Penalty: 3769.799561
	Iteration 7Q: 3 clusters Score -243502.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -243619.109375 Penalty: 3769.799561
	Iteration 8Q: 3 clusters Score -243619.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -243653.062500 Penalty: 3769.799561
	Iteration 9Q: 3 clusters Score -243653.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -243842.875000 Penalty: 3769.799561
	Iteration 10Q: 3 clusters Score -243842.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -243913.343750 Penalty: 3769.799561
	Iteration 11Q: 3 clusters Score -243913.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -243982.953125 Penalty: 3769.799561
	Iteration 12Q: 3 clusters Score -243983 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -243999.140625 Penalty: 3769.799561
	Iteration 13Q: 3 clusters Score -243999.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -244000.546875 Penalty: 3769.799561
	Iteration 14Q: 3 clusters Score -244000.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -244025.156250 Penalty: 3769.799561
	Iteration 15Q: 3 clusters Score -244025.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -244014.343750 Penalty: 3769.799561
	Iteration 16Q: 3 clusters Score -244014.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -244010.359375 Penalty: 3769.799561
	Iteration 17Q: 3 clusters Score -244010.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -244005.484375 Penalty: 3769.799561
	Iteration 18Q: 3 clusters Score -244005.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -244028.500000 Penalty: 3769.799561
	Iteration 19Q: 3 clusters Score -244028.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -244024.328125 Penalty: 3769.799561
	Iteration 20F: 3 clusters Score -244024.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -244063.453125 Penalty: 3769.799561
	Iteration 21Q: 3 clusters Score -244063.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -244056.828125 Penalty: 3769.799561
	Iteration 22Q: 3 clusters Score -244056.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -244109.984375 Penalty: 3769.799561
	Iteration 23Q: 3 clusters Score -244110 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -244180.281250 Penalty: 3769.799561
	Iteration 24Q: 3 clusters Score -244180.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -244295.328125 Penalty: 3769.799561
	Iteration 25Q: 3 clusters Score -244295.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -244318.687500 Penalty: 3769.799561
	Iteration 26Q: 3 clusters Score -244318.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -244312.671875 Penalty: 3769.799561
	Iteration 27Q: 3 clusters Score -244312.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -244356.609375 Penalty: 3769.799561
	Iteration 28Q: 3 clusters Score -244356.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -244397.031250 Penalty: 3769.799561
	Iteration 29Q: 3 clusters Score -244397 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -244401.687500 Penalty: 3769.799561
	Iteration 30F: 3 clusters Score -244401.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -244410.703125 Penalty: 3769.799561
	Iteration 31Q: 3 clusters Score -244410.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -244332.671875 Penalty: 3769.799561
	Iteration 32Q: 3 clusters Score -244332.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -244420.218750 Penalty: 3769.799561
	Iteration 33Q: 3 clusters Score -244420.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -244332.671875 Penalty: 3769.799561
	Iteration 34Q: 3 clusters Score -244332.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -244420.218750 Penalty: 3769.799561
	Iteration 35Q: 3 clusters Score -244420.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -244332.671875 Penalty: 3769.799561
	Iteration 36Q: 3 clusters Score -244332.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -244420.218750 Penalty: 3769.799561
	Iteration 37Q: 3 clusters Score -244420.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -244332.671875 Penalty: 3769.799561
	Iteration 38Q: 3 clusters Score -244332.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
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	Iteration 218Q: 3 clusters Score -244332.7 nChanged 1
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -244332.671875 Penalty: 3769.799561
	Iteration 488Q: 3 clusters Score -244332.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -244420.218750 Penalty: 3769.799561
	Iteration 489Q: 3 clusters Score -244420.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -244332.671875 Penalty: 3769.799561
	Iteration 490Q: 3 clusters Score -244332.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -244420.218750 Penalty: 3769.799561
	Iteration 491Q: 3 clusters Score -244420.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -244332.671875 Penalty: 3769.799561
	Iteration 492Q: 3 clusters Score -244332.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -244420.218750 Penalty: 3769.799561
	Iteration 493Q: 3 clusters Score -244420.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -244332.671875 Penalty: 3769.799561
	Iteration 494Q: 3 clusters Score -244332.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -244420.218750 Penalty: 3769.799561
	Iteration 495Q: 3 clusters Score -244420.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -244332.671875 Penalty: 3769.799561
	Iteration 496Q: 3 clusters Score -244332.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -244420.218750 Penalty: 3769.799561
	Iteration 497Q: 3 clusters Score -244420.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -244332.671875 Penalty: 3769.799561
	Iteration 498Q: 3 clusters Score -244332.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -244420.218750 Penalty: 3769.799561
	Iteration 499Q: 3 clusters Score -244420.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -244332.671875 Penalty: 3769.799561
	Iteration 500F: 3 clusters Score -244332.7 nChanged 1
Maximum iterations exceeded
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 26597 members 
Mstep: Class 2 contains 6516 members 
Mstep: Class 3 contains 1311 members 
Mstep: Class 4 contains 224838 members 
Mstep: Class 5 contains 4159 members 
Mstep: Class 6 contains 1310 members 
Mstep: Class 7 contains 6528 members 
Mstep: Class 8 contains 11683 members 
Mstep: Class 9 contains 7264 members 
Mstep: Class 10 contains 28054 members 
Mstep: Class 11 contains 10812 members 
Mstep: Class 12 contains 987 members 
Mstep: Class 13 contains 9969 members 
Mstep: Class 14 contains 41732 members 
Mstep: Class 15 contains 203303 members 
Mstep: Class 16 contains 24111 members 
Mstep: Class 17 contains 928 members 
Mstep: Class 18 contains 21102 members 
Mstep: Class 19 contains 172302 members 
Mstep: Class 20 contains 60694 members 
Mstep: Class 21 contains 4670 members 
Mstep: Class 22 contains 11168 members 
Mstep: Class 23 contains 4395 members 
Mstep: Class 24 contains 16694 members 
Mstep: Class 25 contains 54868 members 
Mstep: Class 26 contains 62371 members 
Mstep: Class 27 contains 45572 members 
Mstep: Class 28 contains 2701 members 
Mstep: Class 29 contains 51264 members 
Mstep: Class 30 contains 12177 members 
Mstep: Class 31 contains 31576 members 
Mstep: Class 32 contains 766 members 
Mstep: Class 33 contains 11729 members 
Mstep: Class 34 contains 848 members 
Mstep: Class 35 contains 3533 members 
Mstep: Class 36 contains 4711 members 
Mstep: Class 37 contains 3941 members 
Mstep: Class 38 contains 1012 members 
Entering Unmasked Estep 
Score: -147442880.000000 Penalty: 131822.828125
Splitting cluster 12 changes total score from -147429952.000000 to -147442880.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 13 (9969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Entering Unmasked Estep 
Score: -1234382.250000 Penalty: 2283.394287
	Iteration 0F: 2 clusters Score -1234382 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -1226750.625000 Penalty: 4566.788574
	Iteration 0F: 3 clusters Score -1226751 nChanged 4122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -1229270.125000 Penalty: 4566.788574
	Iteration 1F: 3 clusters Score -1229270 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -1230042.500000 Penalty: 4566.788574
	Iteration 2F: 3 clusters Score -1230042 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -1230772.625000 Penalty: 4566.788574
	Iteration 3F: 3 clusters Score -1230773 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -1231567.625000 Penalty: 4566.788574
	Iteration 4F: 3 clusters Score -1231568 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -1232246.625000 Penalty: 4566.788574
	Iteration 5F: 3 clusters Score -1232247 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -1232701.875000 Penalty: 4566.788574
	Iteration 6F: 3 clusters Score -1232702 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -1232980.750000 Penalty: 4566.788574
	Iteration 7Q: 3 clusters Score -1232981 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -1233192.125000 Penalty: 4566.788574
	Iteration 8Q: 3 clusters Score -1233192 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -1233457.750000 Penalty: 4566.788574
	Iteration 9Q: 3 clusters Score -1233458 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -1233807.125000 Penalty: 4566.788574
	Iteration 10Q: 3 clusters Score -1233807 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -1234173.875000 Penalty: 4566.788574
	Iteration 11Q: 3 clusters Score -1234174 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -1234392.000000 Penalty: 4566.788574
	Iteration 12Q: 3 clusters Score -1234392 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -1234494.375000 Penalty: 4566.788574
	Iteration 13Q: 3 clusters Score -1234494 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -1234533.750000 Penalty: 4566.788574
	Iteration 14Q: 3 clusters Score -1234534 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -1234563.375000 Penalty: 4566.788574
	Iteration 15Q: 3 clusters Score -1234563 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -1234576.375000 Penalty: 4566.788574
	Iteration 16Q: 3 clusters Score -1234576 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -1234585.125000 Penalty: 4566.788574
	Iteration 17Q: 3 clusters Score -1234585 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -1234589.875000 Penalty: 4566.788574
	Iteration 18Q: 3 clusters Score -1234590 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -1234588.875000 Penalty: 4566.788574
	Iteration 19Q: 3 clusters Score -1234589 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -1234591.625000 Penalty: 4566.788574
	Iteration 20F: 3 clusters Score -1234592 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -1234595.375000 Penalty: 4566.788574
	Iteration 21Q: 3 clusters Score -1234595 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -1234594.375000 Penalty: 4566.788574
	Iteration 22Q: 3 clusters Score -1234594 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -1234594.625000 Penalty: 4566.788574
	Iteration 23Q: 3 clusters Score -1234595 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -1234598.000000 Penalty: 4566.788574
	Iteration 24Q: 3 clusters Score -1234598 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -1234596.125000 Penalty: 4566.788574
	Iteration 25Q: 3 clusters Score -1234596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -1234597.250000 Penalty: 4566.788574
	Iteration 26Q: 3 clusters Score -1234597 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -1234599.875000 Penalty: 4566.788574
	Iteration 27Q: 3 clusters Score -1234600 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -1234599.625000 Penalty: 4566.788574
	Iteration 28Q: 3 clusters Score -1234600 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -1234599.625000 Penalty: 4566.788574
	Iteration 29F: 3 clusters Score -1234600 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 26597 members 
Mstep: Class 2 contains 6516 members 
Mstep: Class 3 contains 1311 members 
Mstep: Class 4 contains 224838 members 
Mstep: Class 5 contains 4159 members 
Mstep: Class 6 contains 1310 members 
Mstep: Class 7 contains 6528 members 
Mstep: Class 8 contains 11683 members 
Mstep: Class 9 contains 7264 members 
Mstep: Class 10 contains 28054 members 
Mstep: Class 11 contains 10812 members 
Mstep: Class 12 contains 987 members 
Mstep: Class 13 contains 5558 members 
Mstep: Class 14 contains 41732 members 
Mstep: Class 15 contains 203303 members 
Mstep: Class 16 contains 24111 members 
Mstep: Class 17 contains 928 members 
Mstep: Class 18 contains 21102 members 
Mstep: Class 19 contains 172302 members 
Mstep: Class 20 contains 60694 members 
Mstep: Class 21 contains 4670 members 
Mstep: Class 22 contains 11168 members 
Mstep: Class 23 contains 4395 members 
Mstep: Class 24 contains 16694 members 
Mstep: Class 25 contains 54868 members 
Mstep: Class 26 contains 62371 members 
Mstep: Class 27 contains 45572 members 
Mstep: Class 28 contains 2701 members 
Mstep: Class 29 contains 51264 members 
Mstep: Class 30 contains 12177 members 
Mstep: Class 31 contains 31576 members 
Mstep: Class 32 contains 766 members 
Mstep: Class 33 contains 11729 members 
Mstep: Class 34 contains 848 members 
Mstep: Class 35 contains 3533 members 
Mstep: Class 36 contains 4711 members 
Mstep: Class 37 contains 3941 members 
Mstep: Class 38 contains 1012 members 
Mstep: Class 39 contains 4411 members 
Entering Unmasked Estep 
Score: -147441856.000000 Penalty: 135291.859375
Splitting cluster 13 changes total score from -147429952.000000 to -147441856.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 14 (41732 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41732 members 
Entering Unmasked Estep 
Score: -5247150.500000 Penalty: 2638.477783
	Iteration 0F: 2 clusters Score -5247150 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20526 members 
Mstep: Class 2 contains 21206 members 
Entering Unmasked Estep 
Score: -5218983.500000 Penalty: 5276.955566
	Iteration 0F: 3 clusters Score -5218984 nChanged 19055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18499 members 
Mstep: Class 2 contains 23233 members 
Entering Unmasked Estep 
Score: -5229727.500000 Penalty: 5276.955566
	Iteration 1F: 3 clusters Score -5229728 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17079 members 
Mstep: Class 2 contains 24653 members 
Entering Unmasked Estep 
Score: -5230995.500000 Penalty: 5276.955566
	Iteration 2F: 3 clusters Score -5230996 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15178 members 
Mstep: Class 2 contains 26554 members 
Entering Unmasked Estep 
Score: -5232751.500000 Penalty: 5276.955566
	Iteration 3F: 3 clusters Score -5232752 nChanged 3118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12748 members 
Mstep: Class 2 contains 28984 members 
Entering Unmasked Estep 
Score: -5235252.000000 Penalty: 5276.955566
	Iteration 4F: 3 clusters Score -5235252 nChanged 3349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 31735 members 
Entering Unmasked Estep 
Score: -5238324.000000 Penalty: 5276.955566
	Iteration 5F: 3 clusters Score -5238324 nChanged 3009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 34284 members 
Entering Unmasked Estep 
Score: -5241367.000000 Penalty: 5276.955566
	Iteration 6F: 3 clusters Score -5241367 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 36142 members 
Entering Unmasked Estep 
Score: -5243664.500000 Penalty: 5276.955566
	Iteration 7F: 3 clusters Score -5243664 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 37303 members 
Entering Unmasked Estep 
Score: -5245027.500000 Penalty: 5276.955566
	Iteration 8Q: 3 clusters Score -5245028 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 37982 members 
Entering Unmasked Estep 
Score: -5245748.000000 Penalty: 5276.955566
	Iteration 9Q: 3 clusters Score -5245748 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 38444 members 
Entering Unmasked Estep 
Score: -5246191.000000 Penalty: 5276.955566
	Iteration 10Q: 3 clusters Score -5246191 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 38763 members 
Entering Unmasked Estep 
Score: -5246466.500000 Penalty: 5276.955566
	Iteration 11Q: 3 clusters Score -5246466 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 38954 members 
Entering Unmasked Estep 
Score: -5246603.000000 Penalty: 5276.955566
	Iteration 12Q: 3 clusters Score -5246603 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 39082 members 
Entering Unmasked Estep 
Score: -5246675.000000 Penalty: 5276.955566
	Iteration 13Q: 3 clusters Score -5246675 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 39150 members 
Entering Unmasked Estep 
Score: -5246700.500000 Penalty: 5276.955566
	Iteration 14Q: 3 clusters Score -5246700 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 39201 members 
Entering Unmasked Estep 
Score: -5246703.000000 Penalty: 5276.955566
	Iteration 15Q: 3 clusters Score -5246703 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 39231 members 
Entering Unmasked Estep 
Score: -5246712.000000 Penalty: 5276.955566
	Iteration 16Q: 3 clusters Score -5246712 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 39255 members 
Entering Unmasked Estep 
Score: -5246719.000000 Penalty: 5276.955566
	Iteration 17Q: 3 clusters Score -5246719 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 39272 members 
Entering Unmasked Estep 
Score: -5246723.000000 Penalty: 5276.955566
	Iteration 18Q: 3 clusters Score -5246723 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 39278 members 
Entering Unmasked Estep 
Score: -5246724.000000 Penalty: 5276.955566
	Iteration 19Q: 3 clusters Score -5246724 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 39287 members 
Entering Unmasked Estep 
Score: -5246725.500000 Penalty: 5276.955566
	Iteration 20F: 3 clusters Score -5246726 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 39299 members 
Entering Unmasked Estep 
Score: -5246724.500000 Penalty: 5276.955566
	Iteration 21Q: 3 clusters Score -5246724 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 39310 members 
Entering Unmasked Estep 
Score: -5246727.500000 Penalty: 5276.955566
	Iteration 22Q: 3 clusters Score -5246728 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 39316 members 
Entering Unmasked Estep 
Score: -5246729.000000 Penalty: 5276.955566
	Iteration 23Q: 3 clusters Score -5246729 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 39320 members 
Entering Unmasked Estep 
Score: -5246733.000000 Penalty: 5276.955566
	Iteration 24Q: 3 clusters Score -5246733 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 39326 members 
Entering Unmasked Estep 
Score: -5246729.500000 Penalty: 5276.955566
	Iteration 25Q: 3 clusters Score -5246730 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 39327 members 
Entering Unmasked Estep 
Score: -5246732.000000 Penalty: 5276.955566
	Iteration 26Q: 3 clusters Score -5246732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 39329 members 
Entering Unmasked Estep 
Score: -5246732.000000 Penalty: 5276.955566
	Iteration 27Q: 3 clusters Score -5246732 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 39329 members 
Entering Unmasked Estep 
Score: -5246732.000000 Penalty: 5276.955566
	Iteration 28F: 3 clusters Score -5246732 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (203303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203303 members 
Entering Unmasked Estep 
Score: -26156918.000000 Penalty: 3031.168457
	Iteration 0F: 2 clusters Score -2.615692e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101798 members 
Mstep: Class 2 contains 101505 members 
Entering Unmasked Estep 
Score: -26028334.000000 Penalty: 6062.336914
	Iteration 0F: 3 clusters Score -2.602833e+07 nChanged 97706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102852 members 
Mstep: Class 2 contains 100451 members 
Entering Unmasked Estep 
Score: -26085774.000000 Penalty: 6062.336914
	Iteration 1F: 3 clusters Score -2.608577e+07 nChanged 5507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103709 members 
Mstep: Class 2 contains 99594 members 
Entering Unmasked Estep 
Score: -26087044.000000 Penalty: 6062.336914
	Iteration 2Q: 3 clusters Score -2.608704e+07 nChanged 5992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105037 members 
Mstep: Class 2 contains 98266 members 
Entering Unmasked Estep 
Score: -26088566.000000 Penalty: 6062.336914
	Iteration 3Q: 3 clusters Score -2.608857e+07 nChanged 6915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107022 members 
Mstep: Class 2 contains 96281 members 
Entering Unmasked Estep 
Score: -26090948.000000 Penalty: 6062.336914
	Iteration 4Q: 3 clusters Score -2.609095e+07 nChanged 8032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109816 members 
Mstep: Class 2 contains 93487 members 
Entering Unmasked Estep 
Score: -26094446.000000 Penalty: 6062.336914
	Iteration 5Q: 3 clusters Score -2.609445e+07 nChanged 9254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113344 members 
Mstep: Class 2 contains 89959 members 
Entering Unmasked Estep 
Score: -26099192.000000 Penalty: 6062.336914
	Iteration 6Q: 3 clusters Score -2.609919e+07 nChanged 10769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117503 members 
Mstep: Class 2 contains 85800 members 
Entering Unmasked Estep 
Score: -26105326.000000 Penalty: 6062.336914
	Iteration 7F: 3 clusters Score -2.610533e+07 nChanged 12002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122005 members 
Mstep: Class 2 contains 81298 members 
Entering Unmasked Estep 
Score: -26112810.000000 Penalty: 6062.336914
	Iteration 8F: 3 clusters Score -2.611281e+07 nChanged 12687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126128 members 
Mstep: Class 2 contains 77175 members 
Entering Unmasked Estep 
Score: -26121526.000000 Penalty: 6062.336914
	Iteration 9F: 3 clusters Score -2.612153e+07 nChanged 12265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129337 members 
Mstep: Class 2 contains 73966 members 
Entering Unmasked Estep 
Score: -26129156.000000 Penalty: 6062.336914
	Iteration 10F: 3 clusters Score -2.612916e+07 nChanged 10068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131401 members 
Mstep: Class 2 contains 71902 members 
Entering Unmasked Estep 
Score: -26134422.000000 Penalty: 6062.336914
	Iteration 11Q: 3 clusters Score -2.613442e+07 nChanged 7133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132990 members 
Mstep: Class 2 contains 70313 members 
Entering Unmasked Estep 
Score: -26137398.000000 Penalty: 6062.336914
	Iteration 12Q: 3 clusters Score -2.61374e+07 nChanged 4719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134603 members 
Mstep: Class 2 contains 68700 members 
Entering Unmasked Estep 
Score: -26138816.000000 Penalty: 6062.336914
	Iteration 13Q: 3 clusters Score -2.613882e+07 nChanged 3555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136326 members 
Mstep: Class 2 contains 66977 members 
Entering Unmasked Estep 
Score: -26140114.000000 Penalty: 6062.336914
	Iteration 14Q: 3 clusters Score -2.614011e+07 nChanged 3236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138198 members 
Mstep: Class 2 contains 65105 members 
Entering Unmasked Estep 
Score: -26141020.000000 Penalty: 6062.336914
	Iteration 15Q: 3 clusters Score -2.614102e+07 nChanged 3205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140293 members 
Mstep: Class 2 contains 63010 members 
Entering Unmasked Estep 
Score: -26142176.000000 Penalty: 6062.336914
	Iteration 16Q: 3 clusters Score -2.614218e+07 nChanged 3151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142468 members 
Mstep: Class 2 contains 60835 members 
Entering Unmasked Estep 
Score: -26143262.000000 Penalty: 6062.336914
	Iteration 17Q: 3 clusters Score -2.614326e+07 nChanged 3147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144703 members 
Mstep: Class 2 contains 58600 members 
Entering Unmasked Estep 
Score: -26144568.000000 Penalty: 6062.336914
	Iteration 18Q: 3 clusters Score -2.614457e+07 nChanged 3102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147007 members 
Mstep: Class 2 contains 56296 members 
Entering Unmasked Estep 
Score: -26145640.000000 Penalty: 6062.336914
	Iteration 19Q: 3 clusters Score -2.614564e+07 nChanged 3009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149276 members 
Mstep: Class 2 contains 54027 members 
Entering Unmasked Estep 
Score: -26147004.000000 Penalty: 6062.336914
	Iteration 20F: 3 clusters Score -2.6147e+07 nChanged 2990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151562 members 
Mstep: Class 2 contains 51741 members 
Entering Unmasked Estep 
Score: -26148330.000000 Penalty: 6062.336914
	Iteration 21Q: 3 clusters Score -2.614833e+07 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153728 members 
Mstep: Class 2 contains 49575 members 
Entering Unmasked Estep 
Score: -26149646.000000 Penalty: 6062.336914
	Iteration 22Q: 3 clusters Score -2.614965e+07 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155789 members 
Mstep: Class 2 contains 47514 members 
Entering Unmasked Estep 
Score: -26150828.000000 Penalty: 6062.336914
	Iteration 23Q: 3 clusters Score -2.615083e+07 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157795 members 
Mstep: Class 2 contains 45508 members 
Entering Unmasked Estep 
Score: -26151914.000000 Penalty: 6062.336914
	Iteration 24Q: 3 clusters Score -2.615191e+07 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159668 members 
Mstep: Class 2 contains 43635 members 
Entering Unmasked Estep 
Score: -26152720.000000 Penalty: 6062.336914
	Iteration 25Q: 3 clusters Score -2.615272e+07 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161481 members 
Mstep: Class 2 contains 41822 members 
Entering Unmasked Estep 
Score: -26153450.000000 Penalty: 6062.336914
	Iteration 26Q: 3 clusters Score -2.615345e+07 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163129 members 
Mstep: Class 2 contains 40174 members 
Entering Unmasked Estep 
Score: -26154060.000000 Penalty: 6062.336914
	Iteration 27Q: 3 clusters Score -2.615406e+07 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164649 members 
Mstep: Class 2 contains 38654 members 
Entering Unmasked Estep 
Score: -26154572.000000 Penalty: 6062.336914
	Iteration 28Q: 3 clusters Score -2.615457e+07 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166130 members 
Mstep: Class 2 contains 37173 members 
Entering Unmasked Estep 
Score: -26155222.000000 Penalty: 6062.336914
	Iteration 29Q: 3 clusters Score -2.615522e+07 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167626 members 
Mstep: Class 2 contains 35677 members 
Entering Unmasked Estep 
Score: -26155816.000000 Penalty: 6062.336914
	Iteration 30Q: 3 clusters Score -2.615582e+07 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169151 members 
Mstep: Class 2 contains 34152 members 
Entering Unmasked Estep 
Score: -26156464.000000 Penalty: 6062.336914
	Iteration 31Q: 3 clusters Score -2.615646e+07 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170680 members 
Mstep: Class 2 contains 32623 members 
Entering Unmasked Estep 
Score: -26157094.000000 Penalty: 6062.336914
	Iteration 32Q: 3 clusters Score -2.615709e+07 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172145 members 
Mstep: Class 2 contains 31158 members 
Entering Unmasked Estep 
Score: -26157484.000000 Penalty: 6062.336914
	Iteration 33Q: 3 clusters Score -2.615748e+07 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173658 members 
Mstep: Class 2 contains 29645 members 
Entering Unmasked Estep 
Score: -26158104.000000 Penalty: 6062.336914
	Iteration 34Q: 3 clusters Score -2.61581e+07 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175216 members 
Mstep: Class 2 contains 28087 members 
Entering Unmasked Estep 
Score: -26158434.000000 Penalty: 6062.336914
	Iteration 35Q: 3 clusters Score -2.615843e+07 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176670 members 
Mstep: Class 2 contains 26633 members 
Entering Unmasked Estep 
Score: -26158630.000000 Penalty: 6062.336914
	Iteration 36Q: 3 clusters Score -2.615863e+07 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178076 members 
Mstep: Class 2 contains 25227 members 
Entering Unmasked Estep 
Score: -26158954.000000 Penalty: 6062.336914
	Iteration 37Q: 3 clusters Score -2.615895e+07 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179373 members 
Mstep: Class 2 contains 23930 members 
Entering Unmasked Estep 
Score: -26159184.000000 Penalty: 6062.336914
	Iteration 38Q: 3 clusters Score -2.615918e+07 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180583 members 
Mstep: Class 2 contains 22720 members 
Entering Unmasked Estep 
Score: -26159346.000000 Penalty: 6062.336914
	Iteration 39Q: 3 clusters Score -2.615935e+07 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181703 members 
Mstep: Class 2 contains 21600 members 
Entering Unmasked Estep 
Score: -26159428.000000 Penalty: 6062.336914
	Iteration 40F: 3 clusters Score -2.615943e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182752 members 
Mstep: Class 2 contains 20551 members 
Entering Unmasked Estep 
Score: -26159574.000000 Penalty: 6062.336914
	Iteration 41Q: 3 clusters Score -2.615957e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183739 members 
Mstep: Class 2 contains 19564 members 
Entering Unmasked Estep 
Score: -26159462.000000 Penalty: 6062.336914
	Iteration 42Q: 3 clusters Score -2.615946e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184630 members 
Mstep: Class 2 contains 18673 members 
Entering Unmasked Estep 
Score: -26159448.000000 Penalty: 6062.336914
	Iteration 43Q: 3 clusters Score -2.615945e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185380 members 
Mstep: Class 2 contains 17923 members 
Entering Unmasked Estep 
Score: -26159468.000000 Penalty: 6062.336914
	Iteration 44Q: 3 clusters Score -2.615947e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186013 members 
Mstep: Class 2 contains 17290 members 
Entering Unmasked Estep 
Score: -26159430.000000 Penalty: 6062.336914
	Iteration 45Q: 3 clusters Score -2.615943e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186591 members 
Mstep: Class 2 contains 16712 members 
Entering Unmasked Estep 
Score: -26159460.000000 Penalty: 6062.336914
	Iteration 46Q: 3 clusters Score -2.615946e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187155 members 
Mstep: Class 2 contains 16148 members 
Entering Unmasked Estep 
Score: -26159392.000000 Penalty: 6062.336914
	Iteration 47Q: 3 clusters Score -2.615939e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187641 members 
Mstep: Class 2 contains 15662 members 
Entering Unmasked Estep 
Score: -26159374.000000 Penalty: 6062.336914
	Iteration 48Q: 3 clusters Score -2.615937e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188057 members 
Mstep: Class 2 contains 15246 members 
Entering Unmasked Estep 
Score: -26159274.000000 Penalty: 6062.336914
	Iteration 49Q: 3 clusters Score -2.615927e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188450 members 
Mstep: Class 2 contains 14853 members 
Entering Unmasked Estep 
Score: -26159282.000000 Penalty: 6062.336914
	Iteration 50Q: 3 clusters Score -2.615928e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188800 members 
Mstep: Class 2 contains 14503 members 
Entering Unmasked Estep 
Score: -26159264.000000 Penalty: 6062.336914
	Iteration 51Q: 3 clusters Score -2.615926e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189098 members 
Mstep: Class 2 contains 14205 members 
Entering Unmasked Estep 
Score: -26159256.000000 Penalty: 6062.336914
	Iteration 52Q: 3 clusters Score -2.615926e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189362 members 
Mstep: Class 2 contains 13941 members 
Entering Unmasked Estep 
Score: -26159282.000000 Penalty: 6062.336914
	Iteration 53Q: 3 clusters Score -2.615928e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189607 members 
Mstep: Class 2 contains 13696 members 
Entering Unmasked Estep 
Score: -26159260.000000 Penalty: 6062.336914
	Iteration 54Q: 3 clusters Score -2.615926e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189817 members 
Mstep: Class 2 contains 13486 members 
Entering Unmasked Estep 
Score: -26159202.000000 Penalty: 6062.336914
	Iteration 55Q: 3 clusters Score -2.61592e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190032 members 
Mstep: Class 2 contains 13271 members 
Entering Unmasked Estep 
Score: -26159174.000000 Penalty: 6062.336914
	Iteration 56Q: 3 clusters Score -2.615917e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190241 members 
Mstep: Class 2 contains 13062 members 
Entering Unmasked Estep 
Score: -26159172.000000 Penalty: 6062.336914
	Iteration 57Q: 3 clusters Score -2.615917e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190433 members 
Mstep: Class 2 contains 12870 members 
Entering Unmasked Estep 
Score: -26159170.000000 Penalty: 6062.336914
	Iteration 58Q: 3 clusters Score -2.615917e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190619 members 
Mstep: Class 2 contains 12684 members 
Entering Unmasked Estep 
Score: -26159178.000000 Penalty: 6062.336914
	Iteration 59Q: 3 clusters Score -2.615918e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190777 members 
Mstep: Class 2 contains 12526 members 
Entering Unmasked Estep 
Score: -26159074.000000 Penalty: 6062.336914
	Iteration 60F: 3 clusters Score -2.615907e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190910 members 
Mstep: Class 2 contains 12393 members 
Entering Unmasked Estep 
Score: -26159104.000000 Penalty: 6062.336914
	Iteration 61Q: 3 clusters Score -2.61591e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191033 members 
Mstep: Class 2 contains 12270 members 
Entering Unmasked Estep 
Score: -26159036.000000 Penalty: 6062.336914
	Iteration 62Q: 3 clusters Score -2.615904e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191126 members 
Mstep: Class 2 contains 12177 members 
Entering Unmasked Estep 
Score: -26159004.000000 Penalty: 6062.336914
	Iteration 63Q: 3 clusters Score -2.6159e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191212 members 
Mstep: Class 2 contains 12091 members 
Entering Unmasked Estep 
Score: -26158974.000000 Penalty: 6062.336914
	Iteration 64Q: 3 clusters Score -2.615897e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191287 members 
Mstep: Class 2 contains 12016 members 
Entering Unmasked Estep 
Score: -26158958.000000 Penalty: 6062.336914
	Iteration 65Q: 3 clusters Score -2.615896e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191353 members 
Mstep: Class 2 contains 11950 members 
Entering Unmasked Estep 
Score: -26158924.000000 Penalty: 6062.336914
	Iteration 66Q: 3 clusters Score -2.615892e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191432 members 
Mstep: Class 2 contains 11871 members 
Entering Unmasked Estep 
Score: -26158936.000000 Penalty: 6062.336914
	Iteration 67Q: 3 clusters Score -2.615894e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191500 members 
Mstep: Class 2 contains 11803 members 
Entering Unmasked Estep 
Score: -26158926.000000 Penalty: 6062.336914
	Iteration 68Q: 3 clusters Score -2.615893e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191573 members 
Mstep: Class 2 contains 11730 members 
Entering Unmasked Estep 
Score: -26158904.000000 Penalty: 6062.336914
	Iteration 69Q: 3 clusters Score -2.61589e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191640 members 
Mstep: Class 2 contains 11663 members 
Entering Unmasked Estep 
Score: -26158882.000000 Penalty: 6062.336914
	Iteration 70Q: 3 clusters Score -2.615888e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191708 members 
Mstep: Class 2 contains 11595 members 
Entering Unmasked Estep 
Score: -26158814.000000 Penalty: 6062.336914
	Iteration 71Q: 3 clusters Score -2.615881e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191774 members 
Mstep: Class 2 contains 11529 members 
Entering Unmasked Estep 
Score: -26158812.000000 Penalty: 6062.336914
	Iteration 72Q: 3 clusters Score -2.615881e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191826 members 
Mstep: Class 2 contains 11477 members 
Entering Unmasked Estep 
Score: -26158796.000000 Penalty: 6062.336914
	Iteration 73Q: 3 clusters Score -2.61588e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191870 members 
Mstep: Class 2 contains 11433 members 
Entering Unmasked Estep 
Score: -26158762.000000 Penalty: 6062.336914
	Iteration 74Q: 3 clusters Score -2.615876e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191912 members 
Mstep: Class 2 contains 11391 members 
Entering Unmasked Estep 
Score: -26158726.000000 Penalty: 6062.336914
	Iteration 75Q: 3 clusters Score -2.615873e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191950 members 
Mstep: Class 2 contains 11353 members 
Entering Unmasked Estep 
Score: -26158694.000000 Penalty: 6062.336914
	Iteration 76Q: 3 clusters Score -2.615869e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191990 members 
Mstep: Class 2 contains 11313 members 
Entering Unmasked Estep 
Score: -26158698.000000 Penalty: 6062.336914
	Iteration 77Q: 3 clusters Score -2.61587e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192021 members 
Mstep: Class 2 contains 11282 members 
Entering Unmasked Estep 
Score: -26158702.000000 Penalty: 6062.336914
	Iteration 78Q: 3 clusters Score -2.61587e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192055 members 
Mstep: Class 2 contains 11248 members 
Entering Unmasked Estep 
Score: -26158732.000000 Penalty: 6062.336914
	Iteration 79Q: 3 clusters Score -2.615873e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192073 members 
Mstep: Class 2 contains 11230 members 
Entering Unmasked Estep 
Score: -26158764.000000 Penalty: 6062.336914
	Iteration 80F: 3 clusters Score -2.615876e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192096 members 
Mstep: Class 2 contains 11207 members 
Entering Unmasked Estep 
Score: -26158752.000000 Penalty: 6062.336914
	Iteration 81Q: 3 clusters Score -2.615875e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192121 members 
Mstep: Class 2 contains 11182 members 
Entering Unmasked Estep 
Score: -26158728.000000 Penalty: 6062.336914
	Iteration 82Q: 3 clusters Score -2.615873e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192155 members 
Mstep: Class 2 contains 11148 members 
Entering Unmasked Estep 
Score: -26158728.000000 Penalty: 6062.336914
	Iteration 83Q: 3 clusters Score -2.615873e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192192 members 
Mstep: Class 2 contains 11111 members 
Entering Unmasked Estep 
Score: -26158720.000000 Penalty: 6062.336914
	Iteration 84Q: 3 clusters Score -2.615872e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192237 members 
Mstep: Class 2 contains 11066 members 
Entering Unmasked Estep 
Score: -26158694.000000 Penalty: 6062.336914
	Iteration 85Q: 3 clusters Score -2.615869e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192268 members 
Mstep: Class 2 contains 11035 members 
Entering Unmasked Estep 
Score: -26158686.000000 Penalty: 6062.336914
	Iteration 86Q: 3 clusters Score -2.615869e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192289 members 
Mstep: Class 2 contains 11014 members 
Entering Unmasked Estep 
Score: -26158682.000000 Penalty: 6062.336914
	Iteration 87Q: 3 clusters Score -2.615868e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192320 members 
Mstep: Class 2 contains 10983 members 
Entering Unmasked Estep 
Score: -26158678.000000 Penalty: 6062.336914
	Iteration 88Q: 3 clusters Score -2.615868e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192349 members 
Mstep: Class 2 contains 10954 members 
Entering Unmasked Estep 
Score: -26158678.000000 Penalty: 6062.336914
	Iteration 89Q: 3 clusters Score -2.615868e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192380 members 
Mstep: Class 2 contains 10923 members 
Entering Unmasked Estep 
Score: -26158666.000000 Penalty: 6062.336914
	Iteration 90Q: 3 clusters Score -2.615867e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192410 members 
Mstep: Class 2 contains 10893 members 
Entering Unmasked Estep 
Score: -26158670.000000 Penalty: 6062.336914
	Iteration 91Q: 3 clusters Score -2.615867e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192439 members 
Mstep: Class 2 contains 10864 members 
Entering Unmasked Estep 
Score: -26158632.000000 Penalty: 6062.336914
	Iteration 92Q: 3 clusters Score -2.615863e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192467 members 
Mstep: Class 2 contains 10836 members 
Entering Unmasked Estep 
Score: -26158632.000000 Penalty: 6062.336914
	Iteration 93Q: 3 clusters Score -2.615863e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192494 members 
Mstep: Class 2 contains 10809 members 
Entering Unmasked Estep 
Score: -26158634.000000 Penalty: 6062.336914
	Iteration 94Q: 3 clusters Score -2.615863e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192537 members 
Mstep: Class 2 contains 10766 members 
Entering Unmasked Estep 
Score: -26158614.000000 Penalty: 6062.336914
	Iteration 95Q: 3 clusters Score -2.615861e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192571 members 
Mstep: Class 2 contains 10732 members 
Entering Unmasked Estep 
Score: -26158622.000000 Penalty: 6062.336914
	Iteration 96Q: 3 clusters Score -2.615862e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192605 members 
Mstep: Class 2 contains 10698 members 
Entering Unmasked Estep 
Score: -26158618.000000 Penalty: 6062.336914
	Iteration 97Q: 3 clusters Score -2.615862e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192643 members 
Mstep: Class 2 contains 10660 members 
Entering Unmasked Estep 
Score: -26158616.000000 Penalty: 6062.336914
	Iteration 98Q: 3 clusters Score -2.615862e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192675 members 
Mstep: Class 2 contains 10628 members 
Entering Unmasked Estep 
Score: -26158580.000000 Penalty: 6062.336914
	Iteration 99Q: 3 clusters Score -2.615858e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192706 members 
Mstep: Class 2 contains 10597 members 
Entering Unmasked Estep 
Score: -26158544.000000 Penalty: 6062.336914
	Iteration 100F: 3 clusters Score -2.615854e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192728 members 
Mstep: Class 2 contains 10575 members 
Entering Unmasked Estep 
Score: -26158544.000000 Penalty: 6062.336914
	Iteration 101Q: 3 clusters Score -2.615854e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192755 members 
Mstep: Class 2 contains 10548 members 
Entering Unmasked Estep 
Score: -26158566.000000 Penalty: 6062.336914
	Iteration 102Q: 3 clusters Score -2.615857e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192778 members 
Mstep: Class 2 contains 10525 members 
Entering Unmasked Estep 
Score: -26158570.000000 Penalty: 6062.336914
	Iteration 103Q: 3 clusters Score -2.615857e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192804 members 
Mstep: Class 2 contains 10499 members 
Entering Unmasked Estep 
Score: -26158564.000000 Penalty: 6062.336914
	Iteration 104Q: 3 clusters Score -2.615856e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192820 members 
Mstep: Class 2 contains 10483 members 
Entering Unmasked Estep 
Score: -26158606.000000 Penalty: 6062.336914
	Iteration 105Q: 3 clusters Score -2.615861e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192835 members 
Mstep: Class 2 contains 10468 members 
Entering Unmasked Estep 
Score: -26158580.000000 Penalty: 6062.336914
	Iteration 106Q: 3 clusters Score -2.615858e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192843 members 
Mstep: Class 2 contains 10460 members 
Entering Unmasked Estep 
Score: -26158574.000000 Penalty: 6062.336914
	Iteration 107Q: 3 clusters Score -2.615857e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192853 members 
Mstep: Class 2 contains 10450 members 
Entering Unmasked Estep 
Score: -26158554.000000 Penalty: 6062.336914
	Iteration 108Q: 3 clusters Score -2.615855e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192861 members 
Mstep: Class 2 contains 10442 members 
Entering Unmasked Estep 
Score: -26158562.000000 Penalty: 6062.336914
	Iteration 109Q: 3 clusters Score -2.615856e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192868 members 
Mstep: Class 2 contains 10435 members 
Entering Unmasked Estep 
Score: -26158570.000000 Penalty: 6062.336914
	Iteration 110Q: 3 clusters Score -2.615857e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192880 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
Score: -26158570.000000 Penalty: 6062.336914
	Iteration 111Q: 3 clusters Score -2.615857e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192893 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -26158578.000000 Penalty: 6062.336914
	Iteration 112Q: 3 clusters Score -2.615858e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192903 members 
Mstep: Class 2 contains 10400 members 
Entering Unmasked Estep 
Score: -26158570.000000 Penalty: 6062.336914
	Iteration 113Q: 3 clusters Score -2.615857e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192918 members 
Mstep: Class 2 contains 10385 members 
Entering Unmasked Estep 
Score: -26158528.000000 Penalty: 6062.336914
	Iteration 114Q: 3 clusters Score -2.615853e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192925 members 
Mstep: Class 2 contains 10378 members 
Entering Unmasked Estep 
Score: -26158530.000000 Penalty: 6062.336914
	Iteration 115Q: 3 clusters Score -2.615853e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192934 members 
Mstep: Class 2 contains 10369 members 
Entering Unmasked Estep 
Score: -26158526.000000 Penalty: 6062.336914
	Iteration 116Q: 3 clusters Score -2.615853e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192945 members 
Mstep: Class 2 contains 10358 members 
Entering Unmasked Estep 
Score: -26158520.000000 Penalty: 6062.336914
	Iteration 117Q: 3 clusters Score -2.615852e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192956 members 
Mstep: Class 2 contains 10347 members 
Entering Unmasked Estep 
Score: -26158520.000000 Penalty: 6062.336914
	Iteration 118Q: 3 clusters Score -2.615852e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192968 members 
Mstep: Class 2 contains 10335 members 
Entering Unmasked Estep 
Score: -26158518.000000 Penalty: 6062.336914
	Iteration 119Q: 3 clusters Score -2.615852e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192973 members 
Mstep: Class 2 contains 10330 members 
Entering Unmasked Estep 
Score: -26158512.000000 Penalty: 6062.336914
	Iteration 120F: 3 clusters Score -2.615851e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192980 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
Score: -26158520.000000 Penalty: 6062.336914
	Iteration 121Q: 3 clusters Score -2.615852e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192985 members 
Mstep: Class 2 contains 10318 members 
Entering Unmasked Estep 
Score: -26158510.000000 Penalty: 6062.336914
	Iteration 122Q: 3 clusters Score -2.615851e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192992 members 
Mstep: Class 2 contains 10311 members 
Entering Unmasked Estep 
Score: -26158482.000000 Penalty: 6062.336914
	Iteration 123Q: 3 clusters Score -2.615848e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193003 members 
Mstep: Class 2 contains 10300 members 
Entering Unmasked Estep 
Score: -26158490.000000 Penalty: 6062.336914
	Iteration 124Q: 3 clusters Score -2.615849e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193012 members 
Mstep: Class 2 contains 10291 members 
Entering Unmasked Estep 
Score: -26158504.000000 Penalty: 6062.336914
	Iteration 125Q: 3 clusters Score -2.61585e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193020 members 
Mstep: Class 2 contains 10283 members 
Entering Unmasked Estep 
Score: -26158498.000000 Penalty: 6062.336914
	Iteration 126Q: 3 clusters Score -2.61585e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193030 members 
Mstep: Class 2 contains 10273 members 
Entering Unmasked Estep 
Score: -26158490.000000 Penalty: 6062.336914
	Iteration 127Q: 3 clusters Score -2.615849e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193038 members 
Mstep: Class 2 contains 10265 members 
Entering Unmasked Estep 
Score: -26158482.000000 Penalty: 6062.336914
	Iteration 128Q: 3 clusters Score -2.615848e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193043 members 
Mstep: Class 2 contains 10260 members 
Entering Unmasked Estep 
Score: -26158492.000000 Penalty: 6062.336914
	Iteration 129Q: 3 clusters Score -2.615849e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193048 members 
Mstep: Class 2 contains 10255 members 
Entering Unmasked Estep 
Score: -26158506.000000 Penalty: 6062.336914
	Iteration 130Q: 3 clusters Score -2.615851e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193060 members 
Mstep: Class 2 contains 10243 members 
Entering Unmasked Estep 
Score: -26158512.000000 Penalty: 6062.336914
	Iteration 131Q: 3 clusters Score -2.615851e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193073 members 
Mstep: Class 2 contains 10230 members 
Entering Unmasked Estep 
Score: -26158478.000000 Penalty: 6062.336914
	Iteration 132Q: 3 clusters Score -2.615848e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193082 members 
Mstep: Class 2 contains 10221 members 
Entering Unmasked Estep 
Score: -26158488.000000 Penalty: 6062.336914
	Iteration 133Q: 3 clusters Score -2.615849e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193094 members 
Mstep: Class 2 contains 10209 members 
Entering Unmasked Estep 
Score: -26158484.000000 Penalty: 6062.336914
	Iteration 134Q: 3 clusters Score -2.615848e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193104 members 
Mstep: Class 2 contains 10199 members 
Entering Unmasked Estep 
Score: -26158462.000000 Penalty: 6062.336914
	Iteration 135Q: 3 clusters Score -2.615846e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193118 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -26158488.000000 Penalty: 6062.336914
	Iteration 136Q: 3 clusters Score -2.615849e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193126 members 
Mstep: Class 2 contains 10177 members 
Entering Unmasked Estep 
Score: -26158488.000000 Penalty: 6062.336914
	Iteration 137Q: 3 clusters Score -2.615849e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193131 members 
Mstep: Class 2 contains 10172 members 
Entering Unmasked Estep 
Score: -26158490.000000 Penalty: 6062.336914
	Iteration 138Q: 3 clusters Score -2.615849e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193136 members 
Mstep: Class 2 contains 10167 members 
Entering Unmasked Estep 
Score: -26158488.000000 Penalty: 6062.336914
	Iteration 139Q: 3 clusters Score -2.615849e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193142 members 
Mstep: Class 2 contains 10161 members 
Entering Unmasked Estep 
Score: -26158494.000000 Penalty: 6062.336914
	Iteration 140F: 3 clusters Score -2.615849e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193147 members 
Mstep: Class 2 contains 10156 members 
Entering Unmasked Estep 
Score: -26158486.000000 Penalty: 6062.336914
	Iteration 141Q: 3 clusters Score -2.615849e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193155 members 
Mstep: Class 2 contains 10148 members 
Entering Unmasked Estep 
Score: -26158486.000000 Penalty: 6062.336914
	Iteration 142Q: 3 clusters Score -2.615849e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193160 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
Score: -26158494.000000 Penalty: 6062.336914
	Iteration 143Q: 3 clusters Score -2.615849e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193164 members 
Mstep: Class 2 contains 10139 members 
Entering Unmasked Estep 
Score: -26158486.000000 Penalty: 6062.336914
	Iteration 144Q: 3 clusters Score -2.615849e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193168 members 
Mstep: Class 2 contains 10135 members 
Entering Unmasked Estep 
Score: -26158482.000000 Penalty: 6062.336914
	Iteration 145Q: 3 clusters Score -2.615848e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193169 members 
Mstep: Class 2 contains 10134 members 
Entering Unmasked Estep 
Score: -26158458.000000 Penalty: 6062.336914
	Iteration 146Q: 3 clusters Score -2.615846e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193173 members 
Mstep: Class 2 contains 10130 members 
Entering Unmasked Estep 
Score: -26158476.000000 Penalty: 6062.336914
	Iteration 147Q: 3 clusters Score -2.615848e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193180 members 
Mstep: Class 2 contains 10123 members 
Entering Unmasked Estep 
Score: -26158504.000000 Penalty: 6062.336914
	Iteration 148Q: 3 clusters Score -2.61585e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193187 members 
Mstep: Class 2 contains 10116 members 
Entering Unmasked Estep 
Score: -26158504.000000 Penalty: 6062.336914
	Iteration 149Q: 3 clusters Score -2.61585e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193196 members 
Mstep: Class 2 contains 10107 members 
Entering Unmasked Estep 
Score: -26158498.000000 Penalty: 6062.336914
	Iteration 150Q: 3 clusters Score -2.61585e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193200 members 
Mstep: Class 2 contains 10103 members 
Entering Unmasked Estep 
Score: -26158502.000000 Penalty: 6062.336914
	Iteration 151Q: 3 clusters Score -2.61585e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193204 members 
Mstep: Class 2 contains 10099 members 
Entering Unmasked Estep 
Score: -26158488.000000 Penalty: 6062.336914
	Iteration 152Q: 3 clusters Score -2.615849e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193201 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
Score: -26158498.000000 Penalty: 6062.336914
	Iteration 153Q: 3 clusters Score -2.61585e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193204 members 
Mstep: Class 2 contains 10099 members 
Entering Unmasked Estep 
Score: -26158522.000000 Penalty: 6062.336914
	Iteration 154Q: 3 clusters Score -2.615852e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193207 members 
Mstep: Class 2 contains 10096 members 
Entering Unmasked Estep 
Score: -26158516.000000 Penalty: 6062.336914
	Iteration 155Q: 3 clusters Score -2.615852e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193209 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -26158526.000000 Penalty: 6062.336914
	Iteration 156Q: 3 clusters Score -2.615853e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193209 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -26158532.000000 Penalty: 6062.336914
	Iteration 157Q: 3 clusters Score -2.615853e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193210 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -26158522.000000 Penalty: 6062.336914
	Iteration 158Q: 3 clusters Score -2.615852e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193210 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -26158522.000000 Penalty: 6062.336914
	Iteration 159F: 3 clusters Score -2.615852e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 26597 members 
Mstep: Class 2 contains 6516 members 
Mstep: Class 3 contains 1311 members 
Mstep: Class 4 contains 224838 members 
Mstep: Class 5 contains 4159 members 
Mstep: Class 6 contains 1310 members 
Mstep: Class 7 contains 6528 members 
Mstep: Class 8 contains 11683 members 
Mstep: Class 9 contains 7264 members 
Mstep: Class 10 contains 28054 members 
Mstep: Class 11 contains 10812 members 
Mstep: Class 12 contains 987 members 
Mstep: Class 13 contains 5558 members 
Mstep: Class 14 contains 41732 members 
Mstep: Class 15 contains 193210 members 
Mstep: Class 16 contains 24111 members 
Mstep: Class 17 contains 928 members 
Mstep: Class 18 contains 21102 members 
Mstep: Class 19 contains 172302 members 
Mstep: Class 20 contains 60694 members 
Mstep: Class 21 contains 4670 members 
Mstep: Class 22 contains 11168 members 
Mstep: Class 23 contains 4395 members 
Mstep: Class 24 contains 16694 members 
Mstep: Class 25 contains 54868 members 
Mstep: Class 26 contains 62371 members 
Mstep: Class 27 contains 45572 members 
Mstep: Class 28 contains 2701 members 
Mstep: Class 29 contains 51264 members 
Mstep: Class 30 contains 12177 members 
Mstep: Class 31 contains 31576 members 
Mstep: Class 32 contains 766 members 
Mstep: Class 33 contains 11729 members 
Mstep: Class 34 contains 848 members 
Mstep: Class 35 contains 3533 members 
Mstep: Class 36 contains 4711 members 
Mstep: Class 37 contains 3941 members 
Mstep: Class 38 contains 1012 members 
Mstep: Class 39 contains 4411 members 
Mstep: Class 40 contains 10093 members 
Entering Unmasked Estep 
Score: -147441584.000000 Penalty: 138760.875000
Splitting cluster 15 changes total score from -147429952.000000 to -147441584.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 16 (24111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24111 members 
Entering Unmasked Estep 
Score: -3039750.250000 Penalty: 2502.425049
	Iteration 0F: 2 clusters Score -3039750 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12003 members 
Mstep: Class 2 contains 12108 members 
Entering Unmasked Estep 
Score: -3023091.750000 Penalty: 5004.850098
	Iteration 0F: 3 clusters Score -3023092 nChanged 10675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11956 members 
Mstep: Class 2 contains 12155 members 
Entering Unmasked Estep 
Score: -3028984.000000 Penalty: 5004.850098
	Iteration 1F: 3 clusters Score -3028984 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11907 members 
Mstep: Class 2 contains 12204 members 
Entering Unmasked Estep 
Score: -3029493.750000 Penalty: 5004.850098
	Iteration 2F: 3 clusters Score -3029494 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11844 members 
Mstep: Class 2 contains 12267 members 
Entering Unmasked Estep 
Score: -3029978.000000 Penalty: 5004.850098
	Iteration 3Q: 3 clusters Score -3029978 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11724 members 
Mstep: Class 2 contains 12387 members 
Entering Unmasked Estep 
Score: -3030527.250000 Penalty: 5004.850098
	Iteration 4Q: 3 clusters Score -3030527 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11540 members 
Mstep: Class 2 contains 12571 members 
Entering Unmasked Estep 
Score: -3031270.500000 Penalty: 5004.850098
	Iteration 5F: 3 clusters Score -3031270 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11306 members 
Mstep: Class 2 contains 12805 members 
Entering Unmasked Estep 
Score: -3032114.000000 Penalty: 5004.850098
	Iteration 6F: 3 clusters Score -3032114 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11141 members 
Mstep: Class 2 contains 12970 members 
Entering Unmasked Estep 
Score: -3033101.500000 Penalty: 5004.850098
	Iteration 7F: 3 clusters Score -3033102 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11075 members 
Mstep: Class 2 contains 13036 members 
Entering Unmasked Estep 
Score: -3034044.000000 Penalty: 5004.850098
	Iteration 8F: 3 clusters Score -3034044 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11002 members 
Mstep: Class 2 contains 13109 members 
Entering Unmasked Estep 
Score: -3034805.500000 Penalty: 5004.850098
	Iteration 9F: 3 clusters Score -3034806 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11035 members 
Mstep: Class 2 contains 13076 members 
Entering Unmasked Estep 
Score: -3035269.750000 Penalty: 5004.850098
	Iteration 10Q: 3 clusters Score -3035270 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11117 members 
Mstep: Class 2 contains 12994 members 
Entering Unmasked Estep 
Score: -3035661.750000 Penalty: 5004.850098
	Iteration 11Q: 3 clusters Score -3035662 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11273 members 
Mstep: Class 2 contains 12838 members 
Entering Unmasked Estep 
Score: -3035998.750000 Penalty: 5004.850098
	Iteration 12Q: 3 clusters Score -3035999 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11458 members 
Mstep: Class 2 contains 12653 members 
Entering Unmasked Estep 
Score: -3036249.000000 Penalty: 5004.850098
	Iteration 13Q: 3 clusters Score -3036249 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11675 members 
Mstep: Class 2 contains 12436 members 
Entering Unmasked Estep 
Score: -3036474.750000 Penalty: 5004.850098
	Iteration 14Q: 3 clusters Score -3036475 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11899 members 
Mstep: Class 2 contains 12212 members 
Entering Unmasked Estep 
Score: -3036655.750000 Penalty: 5004.850098
	Iteration 15Q: 3 clusters Score -3036656 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12122 members 
Mstep: Class 2 contains 11989 members 
Entering Unmasked Estep 
Score: -3036805.500000 Penalty: 5004.850098
	Iteration 16Q: 3 clusters Score -3036806 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12319 members 
Mstep: Class 2 contains 11792 members 
Entering Unmasked Estep 
Score: -3036903.750000 Penalty: 5004.850098
	Iteration 17Q: 3 clusters Score -3036904 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12479 members 
Mstep: Class 2 contains 11632 members 
Entering Unmasked Estep 
Score: -3036976.250000 Penalty: 5004.850098
	Iteration 18Q: 3 clusters Score -3036976 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12636 members 
Mstep: Class 2 contains 11475 members 
Entering Unmasked Estep 
Score: -3037050.250000 Penalty: 5004.850098
	Iteration 19Q: 3 clusters Score -3037050 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12776 members 
Mstep: Class 2 contains 11335 members 
Entering Unmasked Estep 
Score: -3037093.750000 Penalty: 5004.850098
	Iteration 20F: 3 clusters Score -3037094 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12894 members 
Mstep: Class 2 contains 11217 members 
Entering Unmasked Estep 
Score: -3037139.250000 Penalty: 5004.850098
	Iteration 21Q: 3 clusters Score -3037139 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13009 members 
Mstep: Class 2 contains 11102 members 
Entering Unmasked Estep 
Score: -3037168.250000 Penalty: 5004.850098
	Iteration 22Q: 3 clusters Score -3037168 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13114 members 
Mstep: Class 2 contains 10997 members 
Entering Unmasked Estep 
Score: -3037190.250000 Penalty: 5004.850098
	Iteration 23Q: 3 clusters Score -3037190 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13214 members 
Mstep: Class 2 contains 10897 members 
Entering Unmasked Estep 
Score: -3037198.500000 Penalty: 5004.850098
	Iteration 24Q: 3 clusters Score -3037198 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13303 members 
Mstep: Class 2 contains 10808 members 
Entering Unmasked Estep 
Score: -3037214.750000 Penalty: 5004.850098
	Iteration 25Q: 3 clusters Score -3037215 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13401 members 
Mstep: Class 2 contains 10710 members 
Entering Unmasked Estep 
Score: -3037239.500000 Penalty: 5004.850098
	Iteration 26Q: 3 clusters Score -3037240 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13485 members 
Mstep: Class 2 contains 10626 members 
Entering Unmasked Estep 
Score: -3037260.500000 Penalty: 5004.850098
	Iteration 27Q: 3 clusters Score -3037260 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13563 members 
Mstep: Class 2 contains 10548 members 
Entering Unmasked Estep 
Score: -3037280.750000 Penalty: 5004.850098
	Iteration 28Q: 3 clusters Score -3037281 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13638 members 
Mstep: Class 2 contains 10473 members 
Entering Unmasked Estep 
Score: -3037286.250000 Penalty: 5004.850098
	Iteration 29Q: 3 clusters Score -3037286 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13711 members 
Mstep: Class 2 contains 10400 members 
Entering Unmasked Estep 
Score: -3037290.000000 Penalty: 5004.850098
	Iteration 30Q: 3 clusters Score -3037290 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13769 members 
Mstep: Class 2 contains 10342 members 
Entering Unmasked Estep 
Score: -3037305.500000 Penalty: 5004.850098
	Iteration 31Q: 3 clusters Score -3037306 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13814 members 
Mstep: Class 2 contains 10297 members 
Entering Unmasked Estep 
Score: -3037313.250000 Penalty: 5004.850098
	Iteration 32Q: 3 clusters Score -3037313 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13847 members 
Mstep: Class 2 contains 10264 members 
Entering Unmasked Estep 
Score: -3037310.000000 Penalty: 5004.850098
	Iteration 33Q: 3 clusters Score -3037310 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13859 members 
Mstep: Class 2 contains 10252 members 
Entering Unmasked Estep 
Score: -3037312.750000 Penalty: 5004.850098
	Iteration 34Q: 3 clusters Score -3037313 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13872 members 
Mstep: Class 2 contains 10239 members 
Entering Unmasked Estep 
Score: -3037313.000000 Penalty: 5004.850098
	Iteration 35Q: 3 clusters Score -3037313 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13877 members 
Mstep: Class 2 contains 10234 members 
Entering Unmasked Estep 
Score: -3037314.000000 Penalty: 5004.850098
	Iteration 36Q: 3 clusters Score -3037314 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13881 members 
Mstep: Class 2 contains 10230 members 
Entering Unmasked Estep 
Score: -3037314.250000 Penalty: 5004.850098
	Iteration 37Q: 3 clusters Score -3037314 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13890 members 
Mstep: Class 2 contains 10221 members 
Entering Unmasked Estep 
Score: -3037319.000000 Penalty: 5004.850098
	Iteration 38Q: 3 clusters Score -3037319 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13901 members 
Mstep: Class 2 contains 10210 members 
Entering Unmasked Estep 
Score: -3037321.750000 Penalty: 5004.850098
	Iteration 39Q: 3 clusters Score -3037322 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13909 members 
Mstep: Class 2 contains 10202 members 
Entering Unmasked Estep 
Score: -3037326.000000 Penalty: 5004.850098
	Iteration 40F: 3 clusters Score -3037326 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13913 members 
Mstep: Class 2 contains 10198 members 
Entering Unmasked Estep 
Score: -3037328.750000 Penalty: 5004.850098
	Iteration 41Q: 3 clusters Score -3037329 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13917 members 
Mstep: Class 2 contains 10194 members 
Entering Unmasked Estep 
Score: -3037329.500000 Penalty: 5004.850098
	Iteration 42Q: 3 clusters Score -3037330 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13920 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -3037329.250000 Penalty: 5004.850098
	Iteration 43Q: 3 clusters Score -3037329 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13922 members 
Mstep: Class 2 contains 10189 members 
Entering Unmasked Estep 
Score: -3037329.500000 Penalty: 5004.850098
	Iteration 44Q: 3 clusters Score -3037330 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13924 members 
Mstep: Class 2 contains 10187 members 
Entering Unmasked Estep 
Score: -3037326.750000 Penalty: 5004.850098
	Iteration 45Q: 3 clusters Score -3037327 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13928 members 
Mstep: Class 2 contains 10183 members 
Entering Unmasked Estep 
Score: -3037328.750000 Penalty: 5004.850098
	Iteration 46Q: 3 clusters Score -3037329 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13932 members 
Mstep: Class 2 contains 10179 members 
Entering Unmasked Estep 
Score: -3037327.500000 Penalty: 5004.850098
	Iteration 47Q: 3 clusters Score -3037328 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13939 members 
Mstep: Class 2 contains 10172 members 
Entering Unmasked Estep 
Score: -3037332.750000 Penalty: 5004.850098
	Iteration 48Q: 3 clusters Score -3037333 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13948 members 
Mstep: Class 2 contains 10163 members 
Entering Unmasked Estep 
Score: -3037326.250000 Penalty: 5004.850098
	Iteration 49Q: 3 clusters Score -3037326 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13951 members 
Mstep: Class 2 contains 10160 members 
Entering Unmasked Estep 
Score: -3037324.250000 Penalty: 5004.850098
	Iteration 50Q: 3 clusters Score -3037324 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13956 members 
Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
Score: -3037319.500000 Penalty: 5004.850098
	Iteration 51Q: 3 clusters Score -3037320 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13962 members 
Mstep: Class 2 contains 10149 members 
Entering Unmasked Estep 
Score: -3037324.250000 Penalty: 5004.850098
	Iteration 52Q: 3 clusters Score -3037324 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13973 members 
Mstep: Class 2 contains 10138 members 
Entering Unmasked Estep 
Score: -3037322.750000 Penalty: 5004.850098
	Iteration 53Q: 3 clusters Score -3037323 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13988 members 
Mstep: Class 2 contains 10123 members 
Entering Unmasked Estep 
Score: -3037330.250000 Penalty: 5004.850098
	Iteration 54Q: 3 clusters Score -3037330 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13999 members 
Mstep: Class 2 contains 10112 members 
Entering Unmasked Estep 
Score: -3037330.500000 Penalty: 5004.850098
	Iteration 55Q: 3 clusters Score -3037330 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14011 members 
Mstep: Class 2 contains 10100 members 
Entering Unmasked Estep 
Score: -3037334.750000 Penalty: 5004.850098
	Iteration 56Q: 3 clusters Score -3037335 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14026 members 
Mstep: Class 2 contains 10085 members 
Entering Unmasked Estep 
Score: -3037337.000000 Penalty: 5004.850098
	Iteration 57Q: 3 clusters Score -3037337 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14044 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -3037338.000000 Penalty: 5004.850098
	Iteration 58Q: 3 clusters Score -3037338 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14060 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -3037344.500000 Penalty: 5004.850098
	Iteration 59Q: 3 clusters Score -3037344 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14072 members 
Mstep: Class 2 contains 10039 members 
Entering Unmasked Estep 
Score: -3037344.750000 Penalty: 5004.850098
	Iteration 60F: 3 clusters Score -3037345 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14079 members 
Mstep: Class 2 contains 10032 members 
Entering Unmasked Estep 
Score: -3037344.500000 Penalty: 5004.850098
	Iteration 61Q: 3 clusters Score -3037344 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14084 members 
Mstep: Class 2 contains 10027 members 
Entering Unmasked Estep 
Score: -3037343.250000 Penalty: 5004.850098
	Iteration 62Q: 3 clusters Score -3037343 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14088 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -3037341.250000 Penalty: 5004.850098
	Iteration 63Q: 3 clusters Score -3037341 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14092 members 
Mstep: Class 2 contains 10019 members 
Entering Unmasked Estep 
Score: -3037343.000000 Penalty: 5004.850098
	Iteration 64Q: 3 clusters Score -3037343 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14096 members 
Mstep: Class 2 contains 10015 members 
Entering Unmasked Estep 
Score: -3037345.750000 Penalty: 5004.850098
	Iteration 65Q: 3 clusters Score -3037346 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14102 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -3037345.750000 Penalty: 5004.850098
	Iteration 66Q: 3 clusters Score -3037346 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14107 members 
Mstep: Class 2 contains 10004 members 
Entering Unmasked Estep 
Score: -3037353.000000 Penalty: 5004.850098
	Iteration 67Q: 3 clusters Score -3037353 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14113 members 
Mstep: Class 2 contains 9998 members 
Entering Unmasked Estep 
Score: -3037349.750000 Penalty: 5004.850098
	Iteration 68Q: 3 clusters Score -3037350 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14116 members 
Mstep: Class 2 contains 9995 members 
Entering Unmasked Estep 
Score: -3037345.750000 Penalty: 5004.850098
	Iteration 69Q: 3 clusters Score -3037346 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14118 members 
Mstep: Class 2 contains 9993 members 
Entering Unmasked Estep 
Score: -3037343.500000 Penalty: 5004.850098
	Iteration 70Q: 3 clusters Score -3037344 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14118 members 
Mstep: Class 2 contains 9993 members 
Entering Unmasked Estep 
Score: -3037343.500000 Penalty: 5004.850098
	Iteration 71F: 3 clusters Score -3037344 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Entering Unmasked Estep 
Score: -82532.273438 Penalty: 1694.591797
	Iteration 0F: 2 clusters Score -82532.27 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 477 members 
Entering Unmasked Estep 
Score: -80935.929688 Penalty: 3389.183594
	Iteration 0F: 3 clusters Score -80935.93 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -81873.781250 Penalty: 3389.183594
	Iteration 1F: 3 clusters Score -81873.78 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -82268.390625 Penalty: 3389.183594
	Iteration 2F: 3 clusters Score -82268.39 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -82499.953125 Penalty: 3389.183594
	Iteration 3F: 3 clusters Score -82499.95 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -82635.304688 Penalty: 3389.183594
	Iteration 4Q: 3 clusters Score -82635.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -82921.695312 Penalty: 3389.183594
	Iteration 5F: 3 clusters Score -82921.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -83366.609375 Penalty: 3389.183594
	Iteration 6F: 3 clusters Score -83366.61 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -83864.578125 Penalty: 3389.183594
	Iteration 7F: 3 clusters Score -83864.58 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -84072.023438 Penalty: 3389.183594
	Iteration 8Q: 3 clusters Score -84072.02 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -84192.468750 Penalty: 3389.183594
	Iteration 9Q: 3 clusters Score -84192.47 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -84244.710938 Penalty: 3389.183594
	Iteration 10Q: 3 clusters Score -84244.71 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -84298.531250 Penalty: 3389.183594
	Iteration 11Q: 3 clusters Score -84298.53 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -84333.492188 Penalty: 3389.183594
	Iteration 12Q: 3 clusters Score -84333.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -84357.015625 Penalty: 3389.183594
	Iteration 13Q: 3 clusters Score -84357.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -84362.265625 Penalty: 3389.183594
	Iteration 14Q: 3 clusters Score -84362.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -84363.210938 Penalty: 3389.183594
	Iteration 15Q: 3 clusters Score -84363.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -84371.750000 Penalty: 3389.183594
	Iteration 16F: 3 clusters Score -84371.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -84431.320312 Penalty: 3389.183594
	Iteration 17Q: 3 clusters Score -84431.32 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -84461.117188 Penalty: 3389.183594
	Iteration 18Q: 3 clusters Score -84461.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -84461.117188 Penalty: 3389.183594
	Iteration 19F: 3 clusters Score -84461.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 26597 members 
Mstep: Class 2 contains 6516 members 
Mstep: Class 3 contains 1311 members 
Mstep: Class 4 contains 224838 members 
Mstep: Class 5 contains 4159 members 
Mstep: Class 6 contains 1310 members 
Mstep: Class 7 contains 6528 members 
Mstep: Class 8 contains 11683 members 
Mstep: Class 9 contains 7264 members 
Mstep: Class 10 contains 28054 members 
Mstep: Class 11 contains 10812 members 
Mstep: Class 12 contains 987 members 
Mstep: Class 13 contains 5558 members 
Mstep: Class 14 contains 41732 members 
Mstep: Class 15 contains 193210 members 
Mstep: Class 16 contains 24111 members 
Mstep: Class 17 contains 548 members 
Mstep: Class 18 contains 21102 members 
Mstep: Class 19 contains 172302 members 
Mstep: Class 20 contains 60694 members 
Mstep: Class 21 contains 4670 members 
Mstep: Class 22 contains 11168 members 
Mstep: Class 23 contains 4395 members 
Mstep: Class 24 contains 16694 members 
Mstep: Class 25 contains 54868 members 
Mstep: Class 26 contains 62371 members 
Mstep: Class 27 contains 45572 members 
Mstep: Class 28 contains 2701 members 
Mstep: Class 29 contains 51264 members 
Mstep: Class 30 contains 12177 members 
Mstep: Class 31 contains 31576 members 
Mstep: Class 32 contains 766 members 
Mstep: Class 33 contains 11729 members 
Mstep: Class 34 contains 848 members 
Mstep: Class 35 contains 3533 members 
Mstep: Class 36 contains 4711 members 
Mstep: Class 37 contains 3941 members 
Mstep: Class 38 contains 1012 members 
Mstep: Class 39 contains 4411 members 
Mstep: Class 40 contains 10093 members 
Mstep: Class 41 contains 380 members 
Entering Unmasked Estep 
Score: -147441776.000000 Penalty: 142229.890625
Splitting cluster 17 changes total score from -147429952.000000 to -147441776.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 18 (21102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21102 members 
Entering Unmasked Estep 
Score: -2613304.000000 Penalty: 2469.366455
	Iteration 0F: 2 clusters Score -2613304 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10595 members 
Mstep: Class 2 contains 10507 members 
Entering Unmasked Estep 
Score: -2598562.750000 Penalty: 4938.732910
	Iteration 0F: 3 clusters Score -2598563 nChanged 9294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -2603993.250000 Penalty: 4938.732910
	Iteration 1F: 3 clusters Score -2603993 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11092 members 
Mstep: Class 2 contains 10010 members 
Entering Unmasked Estep 
Score: -2605350.500000 Penalty: 4938.732910
	Iteration 2F: 3 clusters Score -2605350 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11662 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -2607019.750000 Penalty: 4938.732910
	Iteration 3F: 3 clusters Score -2607020 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12512 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -2609123.250000 Penalty: 4938.732910
	Iteration 4F: 3 clusters Score -2609123 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13357 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -2611410.500000 Penalty: 4938.732910
	Iteration 5F: 3 clusters Score -2611410 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14022 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -2613143.750000 Penalty: 4938.732910
	Iteration 6F: 3 clusters Score -2613144 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14482 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -2614037.500000 Penalty: 4938.732910
	Iteration 7F: 3 clusters Score -2614038 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14849 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -2614515.500000 Penalty: 4938.732910
	Iteration 8Q: 3 clusters Score -2614516 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15184 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -2614869.250000 Penalty: 4938.732910
	Iteration 9Q: 3 clusters Score -2614869 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15484 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -2615130.500000 Penalty: 4938.732910
	Iteration 10Q: 3 clusters Score -2615130 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15730 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -2615324.500000 Penalty: 4938.732910
	Iteration 11Q: 3 clusters Score -2615324 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15957 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -2615475.000000 Penalty: 4938.732910
	Iteration 12Q: 3 clusters Score -2615475 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16164 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -2615639.000000 Penalty: 4938.732910
	Iteration 13Q: 3 clusters Score -2615639 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16317 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -2615730.500000 Penalty: 4938.732910
	Iteration 14Q: 3 clusters Score -2615730 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16440 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -2615781.500000 Penalty: 4938.732910
	Iteration 15Q: 3 clusters Score -2615782 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16536 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -2615826.750000 Penalty: 4938.732910
	Iteration 16Q: 3 clusters Score -2615827 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16602 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -2615843.750000 Penalty: 4938.732910
	Iteration 17Q: 3 clusters Score -2615844 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16651 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -2615854.000000 Penalty: 4938.732910
	Iteration 18Q: 3 clusters Score -2615854 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16688 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -2615863.250000 Penalty: 4938.732910
	Iteration 19Q: 3 clusters Score -2615863 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16708 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -2615861.500000 Penalty: 4938.732910
	Iteration 20F: 3 clusters Score -2615862 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16719 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -2615863.000000 Penalty: 4938.732910
	Iteration 21Q: 3 clusters Score -2615863 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16736 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -2615867.000000 Penalty: 4938.732910
	Iteration 22Q: 3 clusters Score -2615867 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16746 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -2615872.750000 Penalty: 4938.732910
	Iteration 23Q: 3 clusters Score -2615873 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16751 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -2615870.750000 Penalty: 4938.732910
	Iteration 24Q: 3 clusters Score -2615871 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16759 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -2615873.000000 Penalty: 4938.732910
	Iteration 25Q: 3 clusters Score -2615873 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16763 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -2615871.000000 Penalty: 4938.732910
	Iteration 26Q: 3 clusters Score -2615871 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16769 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -2615873.250000 Penalty: 4938.732910
	Iteration 27Q: 3 clusters Score -2615873 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16774 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -2615876.500000 Penalty: 4938.732910
	Iteration 28Q: 3 clusters Score -2615876 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16777 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -2615876.250000 Penalty: 4938.732910
	Iteration 29Q: 3 clusters Score -2615876 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16783 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -2615881.500000 Penalty: 4938.732910
	Iteration 30Q: 3 clusters Score -2615882 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16788 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -2615882.500000 Penalty: 4938.732910
	Iteration 31Q: 3 clusters Score -2615882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16790 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -2615883.500000 Penalty: 4938.732910
	Iteration 32Q: 3 clusters Score -2615884 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16790 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -2615883.500000 Penalty: 4938.732910
	Iteration 33F: 3 clusters Score -2615884 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 26597 members 
Mstep: Class 2 contains 6516 members 
Mstep: Class 3 contains 1311 members 
Mstep: Class 4 contains 224838 members 
Mstep: Class 5 contains 4159 members 
Mstep: Class 6 contains 1310 members 
Mstep: Class 7 contains 6528 members 
Mstep: Class 8 contains 11683 members 
Mstep: Class 9 contains 7264 members 
Mstep: Class 10 contains 28054 members 
Mstep: Class 11 contains 10812 members 
Mstep: Class 12 contains 987 members 
Mstep: Class 13 contains 5558 members 
Mstep: Class 14 contains 41732 members 
Mstep: Class 15 contains 193210 members 
Mstep: Class 16 contains 24111 members 
Mstep: Class 17 contains 548 members 
Mstep: Class 18 contains 16790 members 
Mstep: Class 19 contains 172302 members 
Mstep: Class 20 contains 60694 members 
Mstep: Class 21 contains 4670 members 
Mstep: Class 22 contains 11168 members 
Mstep: Class 23 contains 4395 members 
Mstep: Class 24 contains 16694 members 
Mstep: Class 25 contains 54868 members 
Mstep: Class 26 contains 62371 members 
Mstep: Class 27 contains 45572 members 
Mstep: Class 28 contains 2701 members 
Mstep: Class 29 contains 51264 members 
Mstep: Class 30 contains 12177 members 
Mstep: Class 31 contains 31576 members 
Mstep: Class 32 contains 766 members 
Mstep: Class 33 contains 11729 members 
Mstep: Class 34 contains 848 members 
Mstep: Class 35 contains 3533 members 
Mstep: Class 36 contains 4711 members 
Mstep: Class 37 contains 3941 members 
Mstep: Class 38 contains 1012 members 
Mstep: Class 39 contains 4411 members 
Mstep: Class 40 contains 10093 members 
Mstep: Class 41 contains 380 members 
Mstep: Class 42 contains 4312 members 
Entering Unmasked Estep 
Score: -147443952.000000 Penalty: 145698.921875
Splitting cluster 18 changes total score from -147429952.000000 to -147443952.000000
So it's getting split into cluster 42.
Entering ConstructFrom: 
Trying to split cluster 19 (172302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172302 members 
Entering Unmasked Estep 
Score: -22065238.000000 Penalty: 2990.136963
	Iteration 0F: 2 clusters Score -2.206524e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86054 members 
Mstep: Class 2 contains 86248 members 
Entering Unmasked Estep 
Score: -21949854.000000 Penalty: 5980.273926
	Iteration 0F: 3 clusters Score -2.194985e+07 nChanged 82647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83873 members 
Mstep: Class 2 contains 88429 members 
Entering Unmasked Estep 
Score: -21998296.000000 Penalty: 5980.273926
	Iteration 1F: 3 clusters Score -2.19983e+07 nChanged 5063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82650 members 
Mstep: Class 2 contains 89652 members 
Entering Unmasked Estep 
Score: -21999410.000000 Penalty: 5980.273926
	Iteration 2Q: 3 clusters Score -2.199941e+07 nChanged 5333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80899 members 
Mstep: Class 2 contains 91403 members 
Entering Unmasked Estep 
Score: -22000914.000000 Penalty: 5980.273926
	Iteration 3Q: 3 clusters Score -2.200091e+07 nChanged 5795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78314 members 
Mstep: Class 2 contains 93988 members 
Entering Unmasked Estep 
Score: -22002528.000000 Penalty: 5980.273926
	Iteration 4Q: 3 clusters Score -2.200253e+07 nChanged 6427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74743 members 
Mstep: Class 2 contains 97559 members 
Entering Unmasked Estep 
Score: -22004858.000000 Penalty: 5980.273926
	Iteration 5Q: 3 clusters Score -2.200486e+07 nChanged 7320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69831 members 
Mstep: Class 2 contains 102471 members 
Entering Unmasked Estep 
Score: -22008486.000000 Penalty: 5980.273926
	Iteration 6Q: 3 clusters Score -2.200849e+07 nChanged 8771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63178 members 
Mstep: Class 2 contains 109124 members 
Entering Unmasked Estep 
Score: -22013798.000000 Penalty: 5980.273926
	Iteration 7F: 3 clusters Score -2.20138e+07 nChanged 10346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55202 members 
Mstep: Class 2 contains 117100 members 
Entering Unmasked Estep 
Score: -22021712.000000 Penalty: 5980.273926
	Iteration 8F: 3 clusters Score -2.202171e+07 nChanged 10427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47337 members 
Mstep: Class 2 contains 124965 members 
Entering Unmasked Estep 
Score: -22029758.000000 Penalty: 5980.273926
	Iteration 9F: 3 clusters Score -2.202976e+07 nChanged 9175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40826 members 
Mstep: Class 2 contains 131476 members 
Entering Unmasked Estep 
Score: -22036000.000000 Penalty: 5980.273926
	Iteration 10F: 3 clusters Score -2.2036e+07 nChanged 7170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35586 members 
Mstep: Class 2 contains 136716 members 
Entering Unmasked Estep 
Score: -22040242.000000 Penalty: 5980.273926
	Iteration 11Q: 3 clusters Score -2.204024e+07 nChanged 5493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30989 members 
Mstep: Class 2 contains 141313 members 
Entering Unmasked Estep 
Score: -22043156.000000 Penalty: 5980.273926
	Iteration 12Q: 3 clusters Score -2.204316e+07 nChanged 4557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26708 members 
Mstep: Class 2 contains 145594 members 
Entering Unmasked Estep 
Score: -22045466.000000 Penalty: 5980.273926
	Iteration 13Q: 3 clusters Score -2.204547e+07 nChanged 4077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22679 members 
Mstep: Class 2 contains 149623 members 
Entering Unmasked Estep 
Score: -22047558.000000 Penalty: 5980.273926
	Iteration 14Q: 3 clusters Score -2.204756e+07 nChanged 3797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18890 members 
Mstep: Class 2 contains 153412 members 
Entering Unmasked Estep 
Score: -22049712.000000 Penalty: 5980.273926
	Iteration 15Q: 3 clusters Score -2.204971e+07 nChanged 3612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15278 members 
Mstep: Class 2 contains 157024 members 
Entering Unmasked Estep 
Score: -22051934.000000 Penalty: 5980.273926
	Iteration 16Q: 3 clusters Score -2.205193e+07 nChanged 3344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11934 members 
Mstep: Class 2 contains 160368 members 
Entering Unmasked Estep 
Score: -22054080.000000 Penalty: 5980.273926
	Iteration 17Q: 3 clusters Score -2.205408e+07 nChanged 3033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 163399 members 
Entering Unmasked Estep 
Score: -22056172.000000 Penalty: 5980.273926
	Iteration 18Q: 3 clusters Score -2.205617e+07 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 166010 members 
Entering Unmasked Estep 
Score: -22058060.000000 Penalty: 5980.273926
	Iteration 19Q: 3 clusters Score -2.205806e+07 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 168007 members 
Entering Unmasked Estep 
Score: -22059494.000000 Penalty: 5980.273926
	Iteration 20F: 3 clusters Score -2.205949e+07 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 169443 members 
Entering Unmasked Estep 
Score: -22060602.000000 Penalty: 5980.273926
	Iteration 21Q: 3 clusters Score -2.20606e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 170413 members 
Entering Unmasked Estep 
Score: -22061314.000000 Penalty: 5980.273926
	Iteration 22Q: 3 clusters Score -2.206131e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 171023 members 
Entering Unmasked Estep 
Score: -22061758.000000 Penalty: 5980.273926
	Iteration 23Q: 3 clusters Score -2.206176e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 171366 members 
Entering Unmasked Estep 
Score: -22062056.000000 Penalty: 5980.273926
	Iteration 24Q: 3 clusters Score -2.206206e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 171556 members 
Entering Unmasked Estep 
Score: -22062200.000000 Penalty: 5980.273926
	Iteration 25Q: 3 clusters Score -2.20622e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 171683 members 
Entering Unmasked Estep 
Score: -22062296.000000 Penalty: 5980.273926
	Iteration 26Q: 3 clusters Score -2.20623e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 171758 members 
Entering Unmasked Estep 
Score: -22062382.000000 Penalty: 5980.273926
	Iteration 27Q: 3 clusters Score -2.206238e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 171795 members 
Entering Unmasked Estep 
Score: -22062426.000000 Penalty: 5980.273926
	Iteration 28Q: 3 clusters Score -2.206243e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 171823 members 
Entering Unmasked Estep 
Score: -22062462.000000 Penalty: 5980.273926
	Iteration 29Q: 3 clusters Score -2.206246e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 171839 members 
Entering Unmasked Estep 
Score: -22062476.000000 Penalty: 5980.273926
	Iteration 30Q: 3 clusters Score -2.206248e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 171853 members 
Entering Unmasked Estep 
Score: -22062476.000000 Penalty: 5980.273926
	Iteration 31Q: 3 clusters Score -2.206248e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 171864 members 
Entering Unmasked Estep 
Score: -22062506.000000 Penalty: 5980.273926
	Iteration 32Q: 3 clusters Score -2.206251e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 171880 members 
Entering Unmasked Estep 
Score: -22062524.000000 Penalty: 5980.273926
	Iteration 33Q: 3 clusters Score -2.206252e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 171892 members 
Entering Unmasked Estep 
Score: -22062530.000000 Penalty: 5980.273926
	Iteration 34Q: 3 clusters Score -2.206253e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 171901 members 
Entering Unmasked Estep 
Score: -22062542.000000 Penalty: 5980.273926
	Iteration 35Q: 3 clusters Score -2.206254e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 171912 members 
Entering Unmasked Estep 
Score: -22062570.000000 Penalty: 5980.273926
	Iteration 36Q: 3 clusters Score -2.206257e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 171923 members 
Entering Unmasked Estep 
Score: -22062580.000000 Penalty: 5980.273926
	Iteration 37Q: 3 clusters Score -2.206258e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 171926 members 
Entering Unmasked Estep 
Score: -22062602.000000 Penalty: 5980.273926
	Iteration 38Q: 3 clusters Score -2.20626e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 171932 members 
Entering Unmasked Estep 
Score: -22062596.000000 Penalty: 5980.273926
	Iteration 39Q: 3 clusters Score -2.20626e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 171931 members 
Entering Unmasked Estep 
Score: -22062606.000000 Penalty: 5980.273926
	Iteration 40F: 3 clusters Score -2.206261e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 171933 members 
Entering Unmasked Estep 
Score: -22062624.000000 Penalty: 5980.273926
	Iteration 41Q: 3 clusters Score -2.206262e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 171933 members 
Entering Unmasked Estep 
Score: -22062622.000000 Penalty: 5980.273926
	Iteration 42Q: 3 clusters Score -2.206262e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 171937 members 
Entering Unmasked Estep 
Score: -22062622.000000 Penalty: 5980.273926
	Iteration 43Q: 3 clusters Score -2.206262e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 171939 members 
Entering Unmasked Estep 
Score: -22062634.000000 Penalty: 5980.273926
	Iteration 44Q: 3 clusters Score -2.206263e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 171940 members 
Entering Unmasked Estep 
Score: -22062632.000000 Penalty: 5980.273926
	Iteration 45Q: 3 clusters Score -2.206263e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 171940 members 
Entering Unmasked Estep 
Score: -22062638.000000 Penalty: 5980.273926
	Iteration 46Q: 3 clusters Score -2.206264e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 171943 members 
Entering Unmasked Estep 
Score: -22062640.000000 Penalty: 5980.273926
	Iteration 47Q: 3 clusters Score -2.206264e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 171946 members 
Entering Unmasked Estep 
Score: -22062636.000000 Penalty: 5980.273926
	Iteration 48Q: 3 clusters Score -2.206264e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 171949 members 
Entering Unmasked Estep 
Score: -22062632.000000 Penalty: 5980.273926
	Iteration 49Q: 3 clusters Score -2.206263e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 171951 members 
Entering Unmasked Estep 
Score: -22062642.000000 Penalty: 5980.273926
	Iteration 50Q: 3 clusters Score -2.206264e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 171952 members 
Entering Unmasked Estep 
Score: -22062640.000000 Penalty: 5980.273926
	Iteration 51Q: 3 clusters Score -2.206264e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 171952 members 
Entering Unmasked Estep 
Score: -22062640.000000 Penalty: 5980.273926
	Iteration 52F: 3 clusters Score -2.206264e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (60694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60694 members 
Entering Unmasked Estep 
Score: -7211147.000000 Penalty: 2731.372803
	Iteration 0F: 2 clusters Score -7211147 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30230 members 
Mstep: Class 2 contains 30464 members 
Entering Unmasked Estep 
Score: -7170383.500000 Penalty: 5462.745605
	Iteration 0F: 3 clusters Score -7170384 nChanged 28207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28879 members 
Mstep: Class 2 contains 31815 members 
Entering Unmasked Estep 
Score: -7186853.000000 Penalty: 5462.745605
	Iteration 1F: 3 clusters Score -7186853 nChanged 3098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28271 members 
Mstep: Class 2 contains 32423 members 
Entering Unmasked Estep 
Score: -7188199.500000 Penalty: 5462.745605
	Iteration 2F: 3 clusters Score -7188200 nChanged 3181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27450 members 
Mstep: Class 2 contains 33244 members 
Entering Unmasked Estep 
Score: -7189654.000000 Penalty: 5462.745605
	Iteration 3F: 3 clusters Score -7189654 nChanged 3235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26383 members 
Mstep: Class 2 contains 34311 members 
Entering Unmasked Estep 
Score: -7191323.500000 Penalty: 5462.745605
	Iteration 4F: 3 clusters Score -7191324 nChanged 3394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24937 members 
Mstep: Class 2 contains 35757 members 
Entering Unmasked Estep 
Score: -7193300.500000 Penalty: 5462.745605
	Iteration 5F: 3 clusters Score -7193300 nChanged 3578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23073 members 
Mstep: Class 2 contains 37621 members 
Entering Unmasked Estep 
Score: -7195531.000000 Penalty: 5462.745605
	Iteration 6F: 3 clusters Score -7195531 nChanged 3564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20965 members 
Mstep: Class 2 contains 39729 members 
Entering Unmasked Estep 
Score: -7198037.000000 Penalty: 5462.745605
	Iteration 7F: 3 clusters Score -7198037 nChanged 3326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18769 members 
Mstep: Class 2 contains 41925 members 
Entering Unmasked Estep 
Score: -7200268.500000 Penalty: 5462.745605
	Iteration 8F: 3 clusters Score -7200268 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16745 members 
Mstep: Class 2 contains 43949 members 
Entering Unmasked Estep 
Score: -7202047.500000 Penalty: 5462.745605
	Iteration 9Q: 3 clusters Score -7202048 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14884 members 
Mstep: Class 2 contains 45810 members 
Entering Unmasked Estep 
Score: -7203404.500000 Penalty: 5462.745605
	Iteration 10Q: 3 clusters Score -7203404 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13206 members 
Mstep: Class 2 contains 47488 members 
Entering Unmasked Estep 
Score: -7204529.500000 Penalty: 5462.745605
	Iteration 11Q: 3 clusters Score -7204530 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11673 members 
Mstep: Class 2 contains 49021 members 
Entering Unmasked Estep 
Score: -7205474.500000 Penalty: 5462.745605
	Iteration 12Q: 3 clusters Score -7205474 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10260 members 
Mstep: Class 2 contains 50434 members 
Entering Unmasked Estep 
Score: -7206392.000000 Penalty: 5462.745605
	Iteration 13Q: 3 clusters Score -7206392 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 51764 members 
Entering Unmasked Estep 
Score: -7207343.500000 Penalty: 5462.745605
	Iteration 14Q: 3 clusters Score -7207344 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 52916 members 
Entering Unmasked Estep 
Score: -7208203.500000 Penalty: 5462.745605
	Iteration 15Q: 3 clusters Score -7208204 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 53843 members 
Entering Unmasked Estep 
Score: -7208844.000000 Penalty: 5462.745605
	Iteration 16Q: 3 clusters Score -7208844 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 54609 members 
Entering Unmasked Estep 
Score: -7209320.500000 Penalty: 5462.745605
	Iteration 17Q: 3 clusters Score -7209320 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 55224 members 
Entering Unmasked Estep 
Score: -7209686.500000 Penalty: 5462.745605
	Iteration 18Q: 3 clusters Score -7209686 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 55715 members 
Entering Unmasked Estep 
Score: -7209922.500000 Penalty: 5462.745605
	Iteration 19Q: 3 clusters Score -7209922 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 56077 members 
Entering Unmasked Estep 
Score: -7210106.000000 Penalty: 5462.745605
	Iteration 20F: 3 clusters Score -7210106 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 56359 members 
Entering Unmasked Estep 
Score: -7210205.500000 Penalty: 5462.745605
	Iteration 21Q: 3 clusters Score -7210206 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 56606 members 
Entering Unmasked Estep 
Score: -7210301.000000 Penalty: 5462.745605
	Iteration 22Q: 3 clusters Score -7210301 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 56799 members 
Entering Unmasked Estep 
Score: -7210391.000000 Penalty: 5462.745605
	Iteration 23Q: 3 clusters Score -7210391 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 56960 members 
Entering Unmasked Estep 
Score: -7210430.000000 Penalty: 5462.745605
	Iteration 24Q: 3 clusters Score -7210430 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 57085 members 
Entering Unmasked Estep 
Score: -7210471.000000 Penalty: 5462.745605
	Iteration 25Q: 3 clusters Score -7210471 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 57193 members 
Entering Unmasked Estep 
Score: -7210501.500000 Penalty: 5462.745605
	Iteration 26Q: 3 clusters Score -7210502 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 57277 members 
Entering Unmasked Estep 
Score: -7210535.000000 Penalty: 5462.745605
	Iteration 27Q: 3 clusters Score -7210535 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 57332 members 
Entering Unmasked Estep 
Score: -7210543.000000 Penalty: 5462.745605
	Iteration 28Q: 3 clusters Score -7210543 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 57391 members 
Entering Unmasked Estep 
Score: -7210545.000000 Penalty: 5462.745605
	Iteration 29Q: 3 clusters Score -7210545 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 57438 members 
Entering Unmasked Estep 
Score: -7210547.000000 Penalty: 5462.745605
	Iteration 30Q: 3 clusters Score -7210547 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 57479 members 
Entering Unmasked Estep 
Score: -7210551.000000 Penalty: 5462.745605
	Iteration 31Q: 3 clusters Score -7210551 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 57509 members 
Entering Unmasked Estep 
Score: -7210561.500000 Penalty: 5462.745605
	Iteration 32Q: 3 clusters Score -7210562 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 57549 members 
Entering Unmasked Estep 
Score: -7210576.000000 Penalty: 5462.745605
	Iteration 33Q: 3 clusters Score -7210576 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 57581 members 
Entering Unmasked Estep 
Score: -7210575.000000 Penalty: 5462.745605
	Iteration 34Q: 3 clusters Score -7210575 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 57605 members 
Entering Unmasked Estep 
Score: -7210594.500000 Penalty: 5462.745605
	Iteration 35Q: 3 clusters Score -7210594 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 57628 members 
Entering Unmasked Estep 
Score: -7210591.500000 Penalty: 5462.745605
	Iteration 36Q: 3 clusters Score -7210592 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 57643 members 
Entering Unmasked Estep 
Score: -7210598.500000 Penalty: 5462.745605
	Iteration 37Q: 3 clusters Score -7210598 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 57658 members 
Entering Unmasked Estep 
Score: -7210596.500000 Penalty: 5462.745605
	Iteration 38Q: 3 clusters Score -7210596 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 57670 members 
Entering Unmasked Estep 
Score: -7210599.000000 Penalty: 5462.745605
	Iteration 39Q: 3 clusters Score -7210599 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 57679 members 
Entering Unmasked Estep 
Score: -7210594.000000 Penalty: 5462.745605
	Iteration 40F: 3 clusters Score -7210594 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 57687 members 
Entering Unmasked Estep 
Score: -7210596.000000 Penalty: 5462.745605
	Iteration 41Q: 3 clusters Score -7210596 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 57696 members 
Entering Unmasked Estep 
Score: -7210601.000000 Penalty: 5462.745605
	Iteration 42Q: 3 clusters Score -7210601 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 57705 members 
Entering Unmasked Estep 
Score: -7210611.500000 Penalty: 5462.745605
	Iteration 43Q: 3 clusters Score -7210612 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 57711 members 
Entering Unmasked Estep 
Score: -7210608.000000 Penalty: 5462.745605
	Iteration 44Q: 3 clusters Score -7210608 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 57718 members 
Entering Unmasked Estep 
Score: -7210607.000000 Penalty: 5462.745605
	Iteration 45Q: 3 clusters Score -7210607 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 57730 members 
Entering Unmasked Estep 
Score: -7210605.500000 Penalty: 5462.745605
	Iteration 46Q: 3 clusters Score -7210606 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 57739 members 
Entering Unmasked Estep 
Score: -7210597.500000 Penalty: 5462.745605
	Iteration 47Q: 3 clusters Score -7210598 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 57751 members 
Entering Unmasked Estep 
Score: -7210604.500000 Penalty: 5462.745605
	Iteration 48Q: 3 clusters Score -7210604 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 57767 members 
Entering Unmasked Estep 
Score: -7210627.000000 Penalty: 5462.745605
	Iteration 49Q: 3 clusters Score -7210627 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 57786 members 
Entering Unmasked Estep 
Score: -7210627.500000 Penalty: 5462.745605
	Iteration 50Q: 3 clusters Score -7210628 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 57803 members 
Entering Unmasked Estep 
Score: -7210622.000000 Penalty: 5462.745605
	Iteration 51Q: 3 clusters Score -7210622 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 57825 members 
Entering Unmasked Estep 
Score: -7210640.000000 Penalty: 5462.745605
	Iteration 52Q: 3 clusters Score -7210640 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 57845 members 
Entering Unmasked Estep 
Score: -7210638.000000 Penalty: 5462.745605
	Iteration 53Q: 3 clusters Score -7210638 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 57869 members 
Entering Unmasked Estep 
Score: -7210648.500000 Penalty: 5462.745605
	Iteration 54Q: 3 clusters Score -7210648 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 57893 members 
Entering Unmasked Estep 
Score: -7210663.000000 Penalty: 5462.745605
	Iteration 55Q: 3 clusters Score -7210663 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 57924 members 
Entering Unmasked Estep 
Score: -7210672.500000 Penalty: 5462.745605
	Iteration 56Q: 3 clusters Score -7210672 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 57949 members 
Entering Unmasked Estep 
Score: -7210667.500000 Penalty: 5462.745605
	Iteration 57Q: 3 clusters Score -7210668 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 57974 members 
Entering Unmasked Estep 
Score: -7210670.000000 Penalty: 5462.745605
	Iteration 58Q: 3 clusters Score -7210670 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 58000 members 
Entering Unmasked Estep 
Score: -7210677.000000 Penalty: 5462.745605
	Iteration 59Q: 3 clusters Score -7210677 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 58022 members 
Entering Unmasked Estep 
Score: -7210679.000000 Penalty: 5462.745605
	Iteration 60F: 3 clusters Score -7210679 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 58040 members 
Entering Unmasked Estep 
Score: -7210690.000000 Penalty: 5462.745605
	Iteration 61Q: 3 clusters Score -7210690 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 58051 members 
Entering Unmasked Estep 
Score: -7210699.000000 Penalty: 5462.745605
	Iteration 62Q: 3 clusters Score -7210699 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 58061 members 
Entering Unmasked Estep 
Score: -7210692.000000 Penalty: 5462.745605
	Iteration 63Q: 3 clusters Score -7210692 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 58068 members 
Entering Unmasked Estep 
Score: -7210701.500000 Penalty: 5462.745605
	Iteration 64Q: 3 clusters Score -7210702 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 58075 members 
Entering Unmasked Estep 
Score: -7210708.500000 Penalty: 5462.745605
	Iteration 65Q: 3 clusters Score -7210708 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 58080 members 
Entering Unmasked Estep 
Score: -7210702.500000 Penalty: 5462.745605
	Iteration 66Q: 3 clusters Score -7210702 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 58086 members 
Entering Unmasked Estep 
Score: -7210705.000000 Penalty: 5462.745605
	Iteration 67Q: 3 clusters Score -7210705 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 58093 members 
Entering Unmasked Estep 
Score: -7210699.000000 Penalty: 5462.745605
	Iteration 68Q: 3 clusters Score -7210699 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 58095 members 
Entering Unmasked Estep 
Score: -7210698.000000 Penalty: 5462.745605
	Iteration 69Q: 3 clusters Score -7210698 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 58097 members 
Entering Unmasked Estep 
Score: -7210702.000000 Penalty: 5462.745605
	Iteration 70Q: 3 clusters Score -7210702 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 58099 members 
Entering Unmasked Estep 
Score: -7210706.500000 Penalty: 5462.745605
	Iteration 71Q: 3 clusters Score -7210706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 58100 members 
Entering Unmasked Estep 
Score: -7210705.000000 Penalty: 5462.745605
	Iteration 72Q: 3 clusters Score -7210705 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 58100 members 
Entering Unmasked Estep 
Score: -7210705.000000 Penalty: 5462.745605
	Iteration 73F: 3 clusters Score -7210705 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Entering Unmasked Estep 
Score: -568881.687500 Penalty: 2095.330811
	Iteration 0F: 2 clusters Score -568881.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -564641.437500 Penalty: 4190.661621
	Iteration 0F: 3 clusters Score -564641.4 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -565880.375000 Penalty: 4190.661621
	Iteration 1F: 3 clusters Score -565880.4 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -566350.625000 Penalty: 4190.661621
	Iteration 2F: 3 clusters Score -566350.6 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -566740.562500 Penalty: 4190.661621
	Iteration 3F: 3 clusters Score -566740.6 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -567086.687500 Penalty: 4190.661621
	Iteration 4F: 3 clusters Score -567086.7 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -567467.437500 Penalty: 4190.661621
	Iteration 5F: 3 clusters Score -567467.4 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -567860.375000 Penalty: 4190.661621
	Iteration 6F: 3 clusters Score -567860.4 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -568233.750000 Penalty: 4190.661621
	Iteration 7F: 3 clusters Score -568233.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -568511.375000 Penalty: 4190.661621
	Iteration 8Q: 3 clusters Score -568511.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -568734.562500 Penalty: 4190.661621
	Iteration 9Q: 3 clusters Score -568734.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -569020.687500 Penalty: 4190.661621
	Iteration 10Q: 3 clusters Score -569020.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -569246.125000 Penalty: 4190.661621
	Iteration 11Q: 3 clusters Score -569246.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -569337.937500 Penalty: 4190.661621
	Iteration 12Q: 3 clusters Score -569337.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -569375.687500 Penalty: 4190.661621
	Iteration 13Q: 3 clusters Score -569375.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -569390.812500 Penalty: 4190.661621
	Iteration 14Q: 3 clusters Score -569390.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -569399.000000 Penalty: 4190.661621
	Iteration 15Q: 3 clusters Score -569399 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -569403.625000 Penalty: 4190.661621
	Iteration 16Q: 3 clusters Score -569403.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -569405.812500 Penalty: 4190.661621
	Iteration 17Q: 3 clusters Score -569405.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -569408.250000 Penalty: 4190.661621
	Iteration 18Q: 3 clusters Score -569408.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -569408.875000 Penalty: 4190.661621
	Iteration 19Q: 3 clusters Score -569408.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -569409.437500 Penalty: 4190.661621
	Iteration 20F: 3 clusters Score -569409.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 26597 members 
Mstep: Class 2 contains 6516 members 
Mstep: Class 3 contains 1311 members 
Mstep: Class 4 contains 224838 members 
Mstep: Class 5 contains 4159 members 
Mstep: Class 6 contains 1310 members 
Mstep: Class 7 contains 6528 members 
Mstep: Class 8 contains 11683 members 
Mstep: Class 9 contains 7264 members 
Mstep: Class 10 contains 28054 members 
Mstep: Class 11 contains 10812 members 
Mstep: Class 12 contains 987 members 
Mstep: Class 13 contains 5558 members 
Mstep: Class 14 contains 41732 members 
Mstep: Class 15 contains 193210 members 
Mstep: Class 16 contains 24111 members 
Mstep: Class 17 contains 548 members 
Mstep: Class 18 contains 16790 members 
Mstep: Class 19 contains 172302 members 
Mstep: Class 20 contains 60694 members 
Mstep: Class 21 contains 2615 members 
Mstep: Class 22 contains 11168 members 
Mstep: Class 23 contains 4395 members 
Mstep: Class 24 contains 16694 members 
Mstep: Class 25 contains 54868 members 
Mstep: Class 26 contains 62371 members 
Mstep: Class 27 contains 45572 members 
Mstep: Class 28 contains 2701 members 
Mstep: Class 29 contains 51264 members 
Mstep: Class 30 contains 12177 members 
Mstep: Class 31 contains 31576 members 
Mstep: Class 32 contains 766 members 
Mstep: Class 33 contains 11729 members 
Mstep: Class 34 contains 848 members 
Mstep: Class 35 contains 3533 members 
Mstep: Class 36 contains 4711 members 
Mstep: Class 37 contains 3941 members 
Mstep: Class 38 contains 1012 members 
Mstep: Class 39 contains 4411 members 
Mstep: Class 40 contains 10093 members 
Mstep: Class 41 contains 380 members 
Mstep: Class 42 contains 4312 members 
Mstep: Class 43 contains 2055 members 
Entering Unmasked Estep 
Score: -147443056.000000 Penalty: 149167.937500
Splitting cluster 21 changes total score from -147429952.000000 to -147443056.000000
So it's getting split into cluster 43.
Entering ConstructFrom: 
Trying to split cluster 22 (11168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11168 members 
Entering Unmasked Estep 
Score: -1520416.500000 Penalty: 2311.560303
	Iteration 0F: 2 clusters Score -1520416 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -1512581.125000 Penalty: 4623.120605
	Iteration 0F: 3 clusters Score -1512581 nChanged 4801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -1520169.500000 Penalty: 4623.120605
	Iteration 1F: 3 clusters Score -1520170 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -1523448.125000 Penalty: 4623.120605
	Iteration 2F: 3 clusters Score -1523448 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -1525248.125000 Penalty: 4623.120605
	Iteration 3F: 3 clusters Score -1525248 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -1526431.875000 Penalty: 4623.120605
	Iteration 4F: 3 clusters Score -1526432 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -1527131.000000 Penalty: 4623.120605
	Iteration 5Q: 3 clusters Score -1527131 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -1527388.000000 Penalty: 4623.120605
	Iteration 6Q: 3 clusters Score -1527388 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -1527617.500000 Penalty: 4623.120605
	Iteration 7Q: 3 clusters Score -1527618 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -1527817.000000 Penalty: 4623.120605
	Iteration 8Q: 3 clusters Score -1527817 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -1528119.625000 Penalty: 4623.120605
	Iteration 9Q: 3 clusters Score -1528120 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -1528457.625000 Penalty: 4623.120605
	Iteration 10Q: 3 clusters Score -1528458 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -1528909.375000 Penalty: 4623.120605
	Iteration 11Q: 3 clusters Score -1528909 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -1529211.625000 Penalty: 4623.120605
	Iteration 12Q: 3 clusters Score -1529212 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -1529421.500000 Penalty: 4623.120605
	Iteration 13Q: 3 clusters Score -1529422 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -1529627.750000 Penalty: 4623.120605
	Iteration 14Q: 3 clusters Score -1529628 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -1529904.875000 Penalty: 4623.120605
	Iteration 15Q: 3 clusters Score -1529905 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -1530161.750000 Penalty: 4623.120605
	Iteration 16Q: 3 clusters Score -1530162 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -1530292.750000 Penalty: 4623.120605
	Iteration 17Q: 3 clusters Score -1530293 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -1530504.250000 Penalty: 4623.120605
	Iteration 18Q: 3 clusters Score -1530504 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -1530598.250000 Penalty: 4623.120605
	Iteration 19Q: 3 clusters Score -1530598 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -1530623.375000 Penalty: 4623.120605
	Iteration 20F: 3 clusters Score -1530623 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -1530622.875000 Penalty: 4623.120605
	Iteration 21Q: 3 clusters Score -1530623 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -1530656.250000 Penalty: 4623.120605
	Iteration 22Q: 3 clusters Score -1530656 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -1530645.250000 Penalty: 4623.120605
	Iteration 23Q: 3 clusters Score -1530645 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -1530663.375000 Penalty: 4623.120605
	Iteration 24Q: 3 clusters Score -1530663 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -1530666.000000 Penalty: 4623.120605
	Iteration 25Q: 3 clusters Score -1530666 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -1530696.125000 Penalty: 4623.120605
	Iteration 26Q: 3 clusters Score -1530696 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -1530682.875000 Penalty: 4623.120605
	Iteration 27Q: 3 clusters Score -1530683 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -1530690.875000 Penalty: 4623.120605
	Iteration 28Q: 3 clusters Score -1530691 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -1530692.625000 Penalty: 4623.120605
	Iteration 29Q: 3 clusters Score -1530693 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -1530678.250000 Penalty: 4623.120605
	Iteration 30Q: 3 clusters Score -1530678 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -1530692.625000 Penalty: 4623.120605
	Iteration 31Q: 3 clusters Score -1530693 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -1530694.500000 Penalty: 4623.120605
	Iteration 32Q: 3 clusters Score -1530694 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -1530686.750000 Penalty: 4623.120605
	Iteration 33Q: 3 clusters Score -1530687 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -1530687.500000 Penalty: 4623.120605
	Iteration 34Q: 3 clusters Score -1530688 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -1530703.125000 Penalty: 4623.120605
	Iteration 35Q: 3 clusters Score -1530703 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -1530697.125000 Penalty: 4623.120605
	Iteration 36Q: 3 clusters Score -1530697 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -1530707.000000 Penalty: 4623.120605
	Iteration 37Q: 3 clusters Score -1530707 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -1530701.750000 Penalty: 4623.120605
	Iteration 38Q: 3 clusters Score -1530702 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -1530700.750000 Penalty: 4623.120605
	Iteration 39Q: 3 clusters Score -1530701 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -1530701.500000 Penalty: 4623.120605
	Iteration 40F: 3 clusters Score -1530702 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -1530695.625000 Penalty: 4623.120605
	Iteration 41Q: 3 clusters Score -1530696 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -1530698.875000 Penalty: 4623.120605
	Iteration 42Q: 3 clusters Score -1530699 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -1530715.500000 Penalty: 4623.120605
	Iteration 43Q: 3 clusters Score -1530716 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -1530708.000000 Penalty: 4623.120605
	Iteration 44Q: 3 clusters Score -1530708 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -1530715.625000 Penalty: 4623.120605
	Iteration 45Q: 3 clusters Score -1530716 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -1530719.375000 Penalty: 4623.120605
	Iteration 46Q: 3 clusters Score -1530719 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -1530716.625000 Penalty: 4623.120605
	Iteration 47Q: 3 clusters Score -1530717 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -1530705.250000 Penalty: 4623.120605
	Iteration 48Q: 3 clusters Score -1530705 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -1530726.000000 Penalty: 4623.120605
	Iteration 49Q: 3 clusters Score -1530726 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -1530739.750000 Penalty: 4623.120605
	Iteration 50Q: 3 clusters Score -1530740 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -1530740.875000 Penalty: 4623.120605
	Iteration 51Q: 3 clusters Score -1530741 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -1530740.500000 Penalty: 4623.120605
	Iteration 52Q: 3 clusters Score -1530740 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -1530717.250000 Penalty: 4623.120605
	Iteration 53Q: 3 clusters Score -1530717 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -1530731.000000 Penalty: 4623.120605
	Iteration 54Q: 3 clusters Score -1530731 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -1530733.250000 Penalty: 4623.120605
	Iteration 55Q: 3 clusters Score -1530733 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -1530741.625000 Penalty: 4623.120605
	Iteration 56Q: 3 clusters Score -1530742 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -1530740.125000 Penalty: 4623.120605
	Iteration 57Q: 3 clusters Score -1530740 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -1530719.875000 Penalty: 4623.120605
	Iteration 58Q: 3 clusters Score -1530720 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -1530740.625000 Penalty: 4623.120605
	Iteration 59Q: 3 clusters Score -1530741 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -1530732.250000 Penalty: 4623.120605
	Iteration 60F: 3 clusters Score -1530732 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -1530713.750000 Penalty: 4623.120605
	Iteration 61Q: 3 clusters Score -1530714 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -1530732.750000 Penalty: 4623.120605
	Iteration 62Q: 3 clusters Score -1530733 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -1530734.000000 Penalty: 4623.120605
	Iteration 63Q: 3 clusters Score -1530734 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -1530737.750000 Penalty: 4623.120605
	Iteration 64Q: 3 clusters Score -1530738 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -1530733.750000 Penalty: 4623.120605
	Iteration 65Q: 3 clusters Score -1530734 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -1530721.125000 Penalty: 4623.120605
	Iteration 66Q: 3 clusters Score -1530721 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -1530727.000000 Penalty: 4623.120605
	Iteration 67Q: 3 clusters Score -1530727 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -1530706.875000 Penalty: 4623.120605
	Iteration 68Q: 3 clusters Score -1530707 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -1530717.875000 Penalty: 4623.120605
	Iteration 69Q: 3 clusters Score -1530718 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -1530733.500000 Penalty: 4623.120605
	Iteration 70Q: 3 clusters Score -1530734 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -1530731.125000 Penalty: 4623.120605
	Iteration 71Q: 3 clusters Score -1530731 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -1530721.750000 Penalty: 4623.120605
	Iteration 72Q: 3 clusters Score -1530722 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -1530719.000000 Penalty: 4623.120605
	Iteration 73Q: 3 clusters Score -1530719 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -1530726.125000 Penalty: 4623.120605
	Iteration 74Q: 3 clusters Score -1530726 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -1530717.250000 Penalty: 4623.120605
	Iteration 75Q: 3 clusters Score -1530717 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -1530730.375000 Penalty: 4623.120605
	Iteration 76Q: 3 clusters Score -1530730 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -1530729.750000 Penalty: 4623.120605
	Iteration 77Q: 3 clusters Score -1530730 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -1530724.375000 Penalty: 4623.120605
	Iteration 78Q: 3 clusters Score -1530724 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -1530706.875000 Penalty: 4623.120605
	Iteration 79Q: 3 clusters Score -1530707 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -1530716.625000 Penalty: 4623.120605
	Iteration 80F: 3 clusters Score -1530717 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -1530724.500000 Penalty: 4623.120605
	Iteration 81Q: 3 clusters Score -1530724 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -1530710.625000 Penalty: 4623.120605
	Iteration 82Q: 3 clusters Score -1530711 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -1530732.750000 Penalty: 4623.120605
	Iteration 83Q: 3 clusters Score -1530733 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -1530713.625000 Penalty: 4623.120605
	Iteration 84Q: 3 clusters Score -1530714 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -1530720.250000 Penalty: 4623.120605
	Iteration 85Q: 3 clusters Score -1530720 nChanged 9
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -1530722 nChanged 5
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -1530726 nChanged 8
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -1530736 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -1530718 nChanged 7
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -1530734 nChanged 8
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -1530721 nChanged 7
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Entering Unmasked Estep 
Score: -1530723.625000 Penalty: 4623.120605
	Iteration 92Q: 3 clusters Score -1530724 nChanged 6
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -1530726 nChanged 9
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -1530710 nChanged 5
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -1530690 nChanged 10
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -1530737 nChanged 11
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -1530726 nChanged 5
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -1530732.500000 Penalty: 4623.120605
	Iteration 98Q: 3 clusters Score -1530732 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -1530725.875000 Penalty: 4623.120605
	Iteration 99Q: 3 clusters Score -1530726 nChanged 5
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -1530716.750000 Penalty: 4623.120605
	Iteration 100F: 3 clusters Score -1530717 nChanged 7
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -1530734 nChanged 4
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Entering Unmasked Estep 
Score: -1530720.250000 Penalty: 4623.120605
	Iteration 102Q: 3 clusters Score -1530720 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -1530728 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3620 members 
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Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -1530719 nChanged 6
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -1530718 nChanged 8
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Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -1530727 nChanged 7
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -1530727 nChanged 6
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Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -1530733 nChanged 8
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	Iteration 109Q: 3 clusters Score -1530746 nChanged 4
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Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -1530723 nChanged 8
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Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -1530724 nChanged 4
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Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -1530732 nChanged 6
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -1530716 nChanged 9
Entering Unmasked Mstep 
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	Iteration 114Q: 3 clusters Score -1530728 nChanged 9
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Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -1530713 nChanged 10
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Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -1530720 nChanged 10
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	Iteration 117Q: 3 clusters Score -1530741 nChanged 6
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Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -1530733 nChanged 7
Entering Unmasked Mstep 
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	Iteration 119Q: 3 clusters Score -1530729 nChanged 6
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Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -1530717 nChanged 5
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -1530742 nChanged 7
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Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -1530739 nChanged 3
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -1530725 nChanged 4
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Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -1530717 nChanged 6
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -1530731.750000 Penalty: 4623.120605
	Iteration 125Q: 3 clusters Score -1530732 nChanged 3
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -1530718 nChanged 3
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Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -1530734 nChanged 1
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -1530717 nChanged 5
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -1530738 nChanged 8
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -1530733 nChanged 3
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -1530737 nChanged 3
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -1530714 nChanged 11
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	Iteration 133Q: 3 clusters Score -1530725 nChanged 11
Entering Unmasked Mstep 
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	Iteration 134Q: 3 clusters Score -1530735 nChanged 5
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	Iteration 135Q: 3 clusters Score -1530730 nChanged 7
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	Iteration 136Q: 3 clusters Score -1530736 nChanged 9
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	Iteration 137Q: 3 clusters Score -1530706 nChanged 2
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	Iteration 138Q: 3 clusters Score -1530736 nChanged 4
Entering Unmasked Mstep 
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	Iteration 139Q: 3 clusters Score -1530726 nChanged 2
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -1530716.750000 Penalty: 4623.120605
	Iteration 140F: 3 clusters Score -1530717 nChanged 8
Entering Unmasked Mstep 
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	Iteration 141Q: 3 clusters Score -1530740 nChanged 7
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	Iteration 142Q: 3 clusters Score -1530727 nChanged 5
Entering Unmasked Mstep 
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	Iteration 143Q: 3 clusters Score -1530732 nChanged 3
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	Iteration 144Q: 3 clusters Score -1530725 nChanged 5
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -1530732 nChanged 3
Entering Unmasked Mstep 
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	Iteration 146Q: 3 clusters Score -1530732 nChanged 7
Entering Unmasked Mstep 
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	Iteration 147Q: 3 clusters Score -1530717 nChanged 6
Entering Unmasked Mstep 
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	Iteration 148Q: 3 clusters Score -1530730 nChanged 7
Entering Unmasked Mstep 
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	Iteration 149Q: 3 clusters Score -1530704 nChanged 5
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	Iteration 150Q: 3 clusters Score -1530718 nChanged 3
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	Iteration 151Q: 3 clusters Score -1530725 nChanged 6
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	Iteration 152Q: 3 clusters Score -1530723 nChanged 2
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	Iteration 153Q: 3 clusters Score -1530725 nChanged 5
Entering Unmasked Mstep 
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	Iteration 154Q: 3 clusters Score -1530721 nChanged 3
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	Iteration 155Q: 3 clusters Score -1530718 nChanged 6
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	Iteration 156Q: 3 clusters Score -1530736 nChanged 5
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	Iteration 157Q: 3 clusters Score -1530739 nChanged 4
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	Iteration 158Q: 3 clusters Score -1530738 nChanged 2
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	Iteration 159Q: 3 clusters Score -1530732 nChanged 7
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	Iteration 160F: 3 clusters Score -1530720 nChanged 5
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	Iteration 161Q: 3 clusters Score -1530724 nChanged 3
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	Iteration 162Q: 3 clusters Score -1530726 nChanged 6
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	Iteration 163Q: 3 clusters Score -1530743 nChanged 4
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	Iteration 164Q: 3 clusters Score -1530729 nChanged 5
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	Iteration 165Q: 3 clusters Score -1530735 nChanged 2
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	Iteration 166Q: 3 clusters Score -1530705 nChanged 7
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	Iteration 167Q: 3 clusters Score -1530734 nChanged 5
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	Iteration 168Q: 3 clusters Score -1530731 nChanged 3
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	Iteration 169Q: 3 clusters Score -1530728 nChanged 2
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	Iteration 170Q: 3 clusters Score -1530736 nChanged 3
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	Iteration 171Q: 3 clusters Score -1530728 nChanged 3
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	Iteration 172Q: 3 clusters Score -1530726 nChanged 3
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	Iteration 173Q: 3 clusters Score -1530722 nChanged 7
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	Iteration 174Q: 3 clusters Score -1530727 nChanged 6
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	Iteration 175Q: 3 clusters Score -1530716 nChanged 3
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	Iteration 176Q: 3 clusters Score -1530729 nChanged 4
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	Iteration 177Q: 3 clusters Score -1530740 nChanged 6
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	Iteration 178Q: 3 clusters Score -1530727 nChanged 10
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	Iteration 179Q: 3 clusters Score -1530726 nChanged 8
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	Iteration 180F: 3 clusters Score -1530713 nChanged 11
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	Iteration 181Q: 3 clusters Score -1530732 nChanged 1
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	Iteration 182Q: 3 clusters Score -1530720 nChanged 10
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	Iteration 183Q: 3 clusters Score -1530725 nChanged 8
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	Iteration 184Q: 3 clusters Score -1530722 nChanged 5
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	Iteration 185Q: 3 clusters Score -1530737 nChanged 4
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	Iteration 186Q: 3 clusters Score -1530732 nChanged 5
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	Iteration 187Q: 3 clusters Score -1530729 nChanged 5
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	Iteration 188Q: 3 clusters Score -1530727 nChanged 10
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	Iteration 189Q: 3 clusters Score -1530736 nChanged 8
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	Iteration 191Q: 3 clusters Score -1530735 nChanged 5
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	Iteration 193Q: 3 clusters Score -1530732 nChanged 4
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	Iteration 194Q: 3 clusters Score -1530728 nChanged 3
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	Iteration 195Q: 3 clusters Score -1530742 nChanged 2
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	Iteration 196Q: 3 clusters Score -1530739 nChanged 2
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	Iteration 197Q: 3 clusters Score -1530737 nChanged 6
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	Iteration 198Q: 3 clusters Score -1530735 nChanged 6
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	Iteration 199Q: 3 clusters Score -1530727 nChanged 8
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	Iteration 200F: 3 clusters Score -1530740 nChanged 6
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	Iteration 201Q: 3 clusters Score -1530732 nChanged 5
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	Iteration 203Q: 3 clusters Score -1530729 nChanged 12
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	Iteration 204Q: 3 clusters Score -1530719 nChanged 7
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	Iteration 206Q: 3 clusters Score -1530728 nChanged 5
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	Iteration 207Q: 3 clusters Score -1530735 nChanged 1
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	Iteration 209Q: 3 clusters Score -1530734 nChanged 4
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	Iteration 211Q: 3 clusters Score -1530722 nChanged 5
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	Iteration 212Q: 3 clusters Score -1530734 nChanged 9
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	Iteration 213Q: 3 clusters Score -1530731 nChanged 6
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	Iteration 214Q: 3 clusters Score -1530729 nChanged 4
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	Iteration 215Q: 3 clusters Score -1530717 nChanged 9
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	Iteration 216Q: 3 clusters Score -1530725 nChanged 2
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	Iteration 217Q: 3 clusters Score -1530731 nChanged 8
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	Iteration 218Q: 3 clusters Score -1530738 nChanged 6
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	Iteration 219Q: 3 clusters Score -1530732 nChanged 7
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	Iteration 220F: 3 clusters Score -1530733 nChanged 5
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	Iteration 221Q: 3 clusters Score -1530734 nChanged 3
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	Iteration 222Q: 3 clusters Score -1530731 nChanged 8
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	Iteration 223Q: 3 clusters Score -1530735 nChanged 6
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	Iteration 224Q: 3 clusters Score -1530728 nChanged 5
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	Iteration 225Q: 3 clusters Score -1530728 nChanged 7
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	Iteration 226Q: 3 clusters Score -1530737 nChanged 7
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	Iteration 227Q: 3 clusters Score -1530727 nChanged 5
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	Iteration 228Q: 3 clusters Score -1530736 nChanged 5
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	Iteration 229Q: 3 clusters Score -1530733 nChanged 3
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	Iteration 230Q: 3 clusters Score -1530725 nChanged 9
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	Iteration 231Q: 3 clusters Score -1530702 nChanged 12
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	Iteration 232Q: 3 clusters Score -1530731 nChanged 10
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	Iteration 233Q: 3 clusters Score -1530734 nChanged 6
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	Iteration 234Q: 3 clusters Score -1530733 nChanged 7
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	Iteration 235Q: 3 clusters Score -1530736 nChanged 6
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	Iteration 236Q: 3 clusters Score -1530721 nChanged 7
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	Iteration 237Q: 3 clusters Score -1530729 nChanged 4
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	Iteration 238Q: 3 clusters Score -1530720 nChanged 9
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	Iteration 239Q: 3 clusters Score -1530732 nChanged 4
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	Iteration 240F: 3 clusters Score -1530734 nChanged 8
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	Iteration 241Q: 3 clusters Score -1530701 nChanged 3
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	Iteration 242Q: 3 clusters Score -1530708 nChanged 6
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	Iteration 243Q: 3 clusters Score -1530731 nChanged 10
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	Iteration 244Q: 3 clusters Score -1530717 nChanged 4
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	Iteration 245Q: 3 clusters Score -1530728 nChanged 3
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	Iteration 246Q: 3 clusters Score -1530734 nChanged 3
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	Iteration 247Q: 3 clusters Score -1530729 nChanged 3
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	Iteration 248Q: 3 clusters Score -1530727 nChanged 3
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	Iteration 249Q: 3 clusters Score -1530729 nChanged 3
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	Iteration 250Q: 3 clusters Score -1530707 nChanged 6
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	Iteration 251Q: 3 clusters Score -1530725 nChanged 4
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	Iteration 252Q: 3 clusters Score -1530728 nChanged 6
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	Iteration 253Q: 3 clusters Score -1530725 nChanged 9
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	Iteration 254Q: 3 clusters Score -1530727 nChanged 9
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	Iteration 255Q: 3 clusters Score -1530727 nChanged 6
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	Iteration 256Q: 3 clusters Score -1530734 nChanged 7
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	Iteration 257Q: 3 clusters Score -1530730 nChanged 6
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	Iteration 258Q: 3 clusters Score -1530723 nChanged 3
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	Iteration 259Q: 3 clusters Score -1530723 nChanged 2
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	Iteration 260F: 3 clusters Score -1530709 nChanged 5
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	Iteration 261Q: 3 clusters Score -1530736 nChanged 9
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	Iteration 262Q: 3 clusters Score -1530715 nChanged 6
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	Iteration 263Q: 3 clusters Score -1530732 nChanged 5
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	Iteration 264Q: 3 clusters Score -1530731 nChanged 8
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	Iteration 265Q: 3 clusters Score -1530715 nChanged 4
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	Iteration 266Q: 3 clusters Score -1530704 nChanged 12
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	Iteration 267Q: 3 clusters Score -1530724 nChanged 8
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	Iteration 268Q: 3 clusters Score -1530724 nChanged 5
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	Iteration 269Q: 3 clusters Score -1530726 nChanged 5
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	Iteration 270Q: 3 clusters Score -1530728 nChanged 6
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Entering Unmasked Estep 
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	Iteration 271Q: 3 clusters Score -1530728 nChanged 2
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 272Q: 3 clusters Score -1530733 nChanged 4
Entering Unmasked Mstep 
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	Iteration 273Q: 3 clusters Score -1530723 nChanged 4
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	Iteration 274Q: 3 clusters Score -1530712 nChanged 8
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	Iteration 275Q: 3 clusters Score -1530716 nChanged 8
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Entering Unmasked Estep 
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	Iteration 276Q: 3 clusters Score -1530737 nChanged 5
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	Iteration 277Q: 3 clusters Score -1530737 nChanged 2
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	Iteration 278Q: 3 clusters Score -1530730 nChanged 3
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	Iteration 279Q: 3 clusters Score -1530720 nChanged 1
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Entering Unmasked Estep 
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	Iteration 280F: 3 clusters Score -1530736 nChanged 5
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	Iteration 281Q: 3 clusters Score -1530732 nChanged 4
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 282Q: 3 clusters Score -1530728 nChanged 7
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Entering Unmasked Estep 
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	Iteration 283Q: 3 clusters Score -1530724 nChanged 5
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Entering Unmasked Estep 
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	Iteration 284Q: 3 clusters Score -1530724 nChanged 7
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	Iteration 285Q: 3 clusters Score -1530733 nChanged 8
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	Iteration 286Q: 3 clusters Score -1530722 nChanged 12
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	Iteration 287Q: 3 clusters Score -1530728 nChanged 2
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	Iteration 288Q: 3 clusters Score -1530725 nChanged 6
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	Iteration 289Q: 3 clusters Score -1530722 nChanged 8
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	Iteration 290Q: 3 clusters Score -1530719 nChanged 7
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	Iteration 291Q: 3 clusters Score -1530710 nChanged 5
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	Iteration 292Q: 3 clusters Score -1530742 nChanged 5
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	Iteration 293Q: 3 clusters Score -1530734 nChanged 3
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	Iteration 294Q: 3 clusters Score -1530708 nChanged 11
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	Iteration 295Q: 3 clusters Score -1530707 nChanged 10
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	Iteration 296Q: 3 clusters Score -1530724 nChanged 7
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	Iteration 297Q: 3 clusters Score -1530724 nChanged 3
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	Iteration 298Q: 3 clusters Score -1530724 nChanged 10
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	Iteration 299Q: 3 clusters Score -1530726 nChanged 14
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	Iteration 300F: 3 clusters Score -1530742 nChanged 7
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	Iteration 301Q: 3 clusters Score -1530739 nChanged 8
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	Iteration 302Q: 3 clusters Score -1530729 nChanged 3
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	Iteration 303Q: 3 clusters Score -1530731 nChanged 1
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	Iteration 304Q: 3 clusters Score -1530720 nChanged 12
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	Iteration 305Q: 3 clusters Score -1530727 nChanged 8
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	Iteration 306Q: 3 clusters Score -1530724 nChanged 4
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	Iteration 307Q: 3 clusters Score -1530725 nChanged 5
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	Iteration 308Q: 3 clusters Score -1530723 nChanged 1
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	Iteration 309Q: 3 clusters Score -1530731 nChanged 4
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	Iteration 310Q: 3 clusters Score -1530732 nChanged 3
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	Iteration 311Q: 3 clusters Score -1530711 nChanged 8
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	Iteration 312Q: 3 clusters Score -1530733 nChanged 4
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	Iteration 313Q: 3 clusters Score -1530724 nChanged 7
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	Iteration 314Q: 3 clusters Score -1530742 nChanged 5
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	Iteration 315Q: 3 clusters Score -1530719 nChanged 9
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	Iteration 316Q: 3 clusters Score -1530730 nChanged 8
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	Iteration 317Q: 3 clusters Score -1530726 nChanged 6
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	Iteration 318Q: 3 clusters Score -1530728 nChanged 7
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	Iteration 319Q: 3 clusters Score -1530725 nChanged 6
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	Iteration 320F: 3 clusters Score -1530715 nChanged 6
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	Iteration 321Q: 3 clusters Score -1530725 nChanged 7
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	Iteration 322Q: 3 clusters Score -1530730 nChanged 10
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	Iteration 323Q: 3 clusters Score -1530739 nChanged 3
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	Iteration 324Q: 3 clusters Score -1530718 nChanged 8
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	Iteration 325Q: 3 clusters Score -1530700 nChanged 14
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	Iteration 326Q: 3 clusters Score -1530740 nChanged 7
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	Iteration 327Q: 3 clusters Score -1530729 nChanged 4
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	Iteration 328Q: 3 clusters Score -1530736 nChanged 6
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	Iteration 329Q: 3 clusters Score -1530739 nChanged 11
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	Iteration 330Q: 3 clusters Score -1530723 nChanged 12
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	Iteration 331Q: 3 clusters Score -1530734 nChanged 3
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	Iteration 332Q: 3 clusters Score -1530729 nChanged 5
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	Iteration 333Q: 3 clusters Score -1530740 nChanged 1
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	Iteration 334Q: 3 clusters Score -1530726 nChanged 8
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	Iteration 335Q: 3 clusters Score -1530740 nChanged 3
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	Iteration 336Q: 3 clusters Score -1530732 nChanged 8
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	Iteration 337Q: 3 clusters Score -1530719 nChanged 7
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	Iteration 338Q: 3 clusters Score -1530736 nChanged 6
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	Iteration 339Q: 3 clusters Score -1530736 nChanged 3
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	Iteration 340F: 3 clusters Score -1530734 nChanged 1
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	Iteration 341Q: 3 clusters Score -1530733 nChanged 3
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	Iteration 342Q: 3 clusters Score -1530738 nChanged 10
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	Iteration 343Q: 3 clusters Score -1530716 nChanged 12
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	Iteration 344Q: 3 clusters Score -1530738 nChanged 8
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	Iteration 345Q: 3 clusters Score -1530729 nChanged 6
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	Iteration 346Q: 3 clusters Score -1530720 nChanged 9
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	Iteration 347Q: 3 clusters Score -1530713 nChanged 13
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	Iteration 348Q: 3 clusters Score -1530734 nChanged 6
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	Iteration 349Q: 3 clusters Score -1530732 nChanged 5
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	Iteration 350Q: 3 clusters Score -1530716 nChanged 10
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	Iteration 351Q: 3 clusters Score -1530734 nChanged 8
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	Iteration 352Q: 3 clusters Score -1530718 nChanged 6
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	Iteration 353Q: 3 clusters Score -1530726 nChanged 12
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	Iteration 354Q: 3 clusters Score -1530725 nChanged 10
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	Iteration 355Q: 3 clusters Score -1530732 nChanged 6
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	Iteration 356Q: 3 clusters Score -1530734 nChanged 4
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	Iteration 357Q: 3 clusters Score -1530712 nChanged 13
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	Iteration 358Q: 3 clusters Score -1530726 nChanged 9
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	Iteration 359Q: 3 clusters Score -1530728 nChanged 5
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	Iteration 360F: 3 clusters Score -1530733 nChanged 3
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	Iteration 361Q: 3 clusters Score -1530727 nChanged 6
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	Iteration 362Q: 3 clusters Score -1530737 nChanged 3
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	Iteration 363Q: 3 clusters Score -1530737 nChanged 4
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	Iteration 364Q: 3 clusters Score -1530717 nChanged 3
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Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -1530728.000000 Penalty: 4623.120605
	Iteration 365Q: 3 clusters Score -1530728 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -1530725.000000 Penalty: 4623.120605
	Iteration 366Q: 3 clusters Score -1530725 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -1530726.000000 Penalty: 4623.120605
	Iteration 367Q: 3 clusters Score -1530726 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -1530740.250000 Penalty: 4623.120605
	Iteration 368Q: 3 clusters Score -1530740 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -1530729.125000 Penalty: 4623.120605
	Iteration 369Q: 3 clusters Score -1530729 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -1530740.750000 Penalty: 4623.120605
	Iteration 370Q: 3 clusters Score -1530741 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -1530740.000000 Penalty: 4623.120605
	Iteration 371Q: 3 clusters Score -1530740 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -1530726.375000 Penalty: 4623.120605
	Iteration 372Q: 3 clusters Score -1530726 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -1530714.125000 Penalty: 4623.120605
	Iteration 373Q: 3 clusters Score -1530714 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -1530734.250000 Penalty: 4623.120605
	Iteration 374Q: 3 clusters Score -1530734 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -1530707.500000 Penalty: 4623.120605
	Iteration 375Q: 3 clusters Score -1530708 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -1530731.500000 Penalty: 4623.120605
	Iteration 376Q: 3 clusters Score -1530732 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -1530717.000000 Penalty: 4623.120605
	Iteration 377Q: 3 clusters Score -1530717 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -1530702.125000 Penalty: 4623.120605
	Iteration 378Q: 3 clusters Score -1530702 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -1530737.250000 Penalty: 4623.120605
	Iteration 379Q: 3 clusters Score -1530737 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -1530726.625000 Penalty: 4623.120605
	Iteration 380F: 3 clusters Score -1530727 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -1530729.375000 Penalty: 4623.120605
	Iteration 381Q: 3 clusters Score -1530729 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -1530738.000000 Penalty: 4623.120605
	Iteration 382Q: 3 clusters Score -1530738 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -1530736.625000 Penalty: 4623.120605
	Iteration 383Q: 3 clusters Score -1530737 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -1530726.875000 Penalty: 4623.120605
	Iteration 384Q: 3 clusters Score -1530727 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -1530715.750000 Penalty: 4623.120605
	Iteration 385Q: 3 clusters Score -1530716 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -1530717.500000 Penalty: 4623.120605
	Iteration 386Q: 3 clusters Score -1530718 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -1530736.500000 Penalty: 4623.120605
	Iteration 387Q: 3 clusters Score -1530736 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -1530734.250000 Penalty: 4623.120605
	Iteration 388Q: 3 clusters Score -1530734 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -1530714.875000 Penalty: 4623.120605
	Iteration 389Q: 3 clusters Score -1530715 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -1530727.625000 Penalty: 4623.120605
	Iteration 390Q: 3 clusters Score -1530728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -1530724.625000 Penalty: 4623.120605
	Iteration 391Q: 3 clusters Score -1530725 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -1530730.125000 Penalty: 4623.120605
	Iteration 392Q: 3 clusters Score -1530730 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -1530736.000000 Penalty: 4623.120605
	Iteration 393Q: 3 clusters Score -1530736 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -1530722.000000 Penalty: 4623.120605
	Iteration 394Q: 3 clusters Score -1530722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -1530736.000000 Penalty: 4623.120605
	Iteration 395Q: 3 clusters Score -1530736 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -1530734.250000 Penalty: 4623.120605
	Iteration 396Q: 3 clusters Score -1530734 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -1530733.250000 Penalty: 4623.120605
	Iteration 397Q: 3 clusters Score -1530733 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -1530728.875000 Penalty: 4623.120605
	Iteration 398Q: 3 clusters Score -1530729 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -1530733.625000 Penalty: 4623.120605
	Iteration 399Q: 3 clusters Score -1530734 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -1530733.625000 Penalty: 4623.120605
	Iteration 400F: 3 clusters Score -1530734 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 26597 members 
Mstep: Class 2 contains 6516 members 
Mstep: Class 3 contains 1311 members 
Mstep: Class 4 contains 224838 members 
Mstep: Class 5 contains 4159 members 
Mstep: Class 6 contains 1310 members 
Mstep: Class 7 contains 6528 members 
Mstep: Class 8 contains 11683 members 
Mstep: Class 9 contains 7264 members 
Mstep: Class 10 contains 28054 members 
Mstep: Class 11 contains 10812 members 
Mstep: Class 12 contains 987 members 
Mstep: Class 13 contains 5558 members 
Mstep: Class 14 contains 41732 members 
Mstep: Class 15 contains 193210 members 
Mstep: Class 16 contains 24111 members 
Mstep: Class 17 contains 548 members 
Mstep: Class 18 contains 16790 members 
Mstep: Class 19 contains 172302 members 
Mstep: Class 20 contains 60694 members 
Mstep: Class 21 contains 2615 members 
Mstep: Class 22 contains 3593 members 
Mstep: Class 23 contains 4395 members 
Mstep: Class 24 contains 16694 members 
Mstep: Class 25 contains 54868 members 
Mstep: Class 26 contains 62371 members 
Mstep: Class 27 contains 45572 members 
Mstep: Class 28 contains 2701 members 
Mstep: Class 29 contains 51264 members 
Mstep: Class 30 contains 12177 members 
Mstep: Class 31 contains 31576 members 
Mstep: Class 32 contains 766 members 
Mstep: Class 33 contains 11729 members 
Mstep: Class 34 contains 848 members 
Mstep: Class 35 contains 3533 members 
Mstep: Class 36 contains 4711 members 
Mstep: Class 37 contains 3941 members 
Mstep: Class 38 contains 1012 members 
Mstep: Class 39 contains 4411 members 
Mstep: Class 40 contains 10093 members 
Mstep: Class 41 contains 380 members 
Mstep: Class 42 contains 4312 members 
Mstep: Class 43 contains 2055 members 
Mstep: Class 44 contains 7575 members 
Entering Unmasked Estep 
Score: -147452784.000000 Penalty: 152636.968750
Splitting cluster 22 changes total score from -147429952.000000 to -147452784.000000
So it's getting split into cluster 44.
Entering ConstructFrom: 
Trying to split cluster 23 (4395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Entering Unmasked Estep 
Score: -537431.312500 Penalty: 2080.279297
	Iteration 0F: 2 clusters Score -537431.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -533267.125000 Penalty: 4160.558594
	Iteration 0F: 3 clusters Score -533267.1 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -534303.437500 Penalty: 4160.558594
	Iteration 1F: 3 clusters Score -534303.4 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -534720.750000 Penalty: 4160.558594
	Iteration 2F: 3 clusters Score -534720.8 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -535185.937500 Penalty: 4160.558594
	Iteration 3F: 3 clusters Score -535185.9 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -535569.750000 Penalty: 4160.558594
	Iteration 4F: 3 clusters Score -535569.8 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -535829.625000 Penalty: 4160.558594
	Iteration 5F: 3 clusters Score -535829.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -535999.125000 Penalty: 4160.558594
	Iteration 6Q: 3 clusters Score -535999.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -536108.562500 Penalty: 4160.558594
	Iteration 7Q: 3 clusters Score -536108.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -536180.937500 Penalty: 4160.558594
	Iteration 8Q: 3 clusters Score -536180.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -536234.562500 Penalty: 4160.558594
	Iteration 9Q: 3 clusters Score -536234.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -536295.250000 Penalty: 4160.558594
	Iteration 10Q: 3 clusters Score -536295.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -536363.125000 Penalty: 4160.558594
	Iteration 11Q: 3 clusters Score -536363.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -536396.187500 Penalty: 4160.558594
	Iteration 12Q: 3 clusters Score -536396.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -536419.875000 Penalty: 4160.558594
	Iteration 13Q: 3 clusters Score -536419.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -536443.937500 Penalty: 4160.558594
	Iteration 14Q: 3 clusters Score -536443.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -536461.375000 Penalty: 4160.558594
	Iteration 15Q: 3 clusters Score -536461.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -536479.812500 Penalty: 4160.558594
	Iteration 16Q: 3 clusters Score -536479.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -536493.312500 Penalty: 4160.558594
	Iteration 17Q: 3 clusters Score -536493.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -536502.500000 Penalty: 4160.558594
	Iteration 18Q: 3 clusters Score -536502.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -536508.750000 Penalty: 4160.558594
	Iteration 19Q: 3 clusters Score -536508.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -536517.750000 Penalty: 4160.558594
	Iteration 20F: 3 clusters Score -536517.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -536524.500000 Penalty: 4160.558594
	Iteration 21Q: 3 clusters Score -536524.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -536530.250000 Penalty: 4160.558594
	Iteration 22Q: 3 clusters Score -536530.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -536537.625000 Penalty: 4160.558594
	Iteration 23Q: 3 clusters Score -536537.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -536542.250000 Penalty: 4160.558594
	Iteration 24Q: 3 clusters Score -536542.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -536547.125000 Penalty: 4160.558594
	Iteration 25Q: 3 clusters Score -536547.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -536548.250000 Penalty: 4160.558594
	Iteration 26Q: 3 clusters Score -536548.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -536552.000000 Penalty: 4160.558594
	Iteration 27Q: 3 clusters Score -536552 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -536555.687500 Penalty: 4160.558594
	Iteration 28Q: 3 clusters Score -536555.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -536557.312500 Penalty: 4160.558594
	Iteration 29Q: 3 clusters Score -536557.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -536562.250000 Penalty: 4160.558594
	Iteration 30Q: 3 clusters Score -536562.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -536564.375000 Penalty: 4160.558594
	Iteration 31Q: 3 clusters Score -536564.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -536565.250000 Penalty: 4160.558594
	Iteration 32Q: 3 clusters Score -536565.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -536566.562500 Penalty: 4160.558594
	Iteration 33Q: 3 clusters Score -536566.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -536568.687500 Penalty: 4160.558594
	Iteration 34Q: 3 clusters Score -536568.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -536571.125000 Penalty: 4160.558594
	Iteration 35Q: 3 clusters Score -536571.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -536571.062500 Penalty: 4160.558594
	Iteration 36Q: 3 clusters Score -536571.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -536571.625000 Penalty: 4160.558594
	Iteration 37Q: 3 clusters Score -536571.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -536571.437500 Penalty: 4160.558594
	Iteration 38Q: 3 clusters Score -536571.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -536573.687500 Penalty: 4160.558594
	Iteration 39Q: 3 clusters Score -536573.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -536573.062500 Penalty: 4160.558594
	Iteration 40F: 3 clusters Score -536573.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -536575.062500 Penalty: 4160.558594
	Iteration 41Q: 3 clusters Score -536575.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -536576.062500 Penalty: 4160.558594
	Iteration 42Q: 3 clusters Score -536576.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -536577.687500 Penalty: 4160.558594
	Iteration 43Q: 3 clusters Score -536577.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -536580.500000 Penalty: 4160.558594
	Iteration 44Q: 3 clusters Score -536580.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -536582.875000 Penalty: 4160.558594
	Iteration 45Q: 3 clusters Score -536582.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -536584.187500 Penalty: 4160.558594
	Iteration 46Q: 3 clusters Score -536584.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -536583.562500 Penalty: 4160.558594
	Iteration 47Q: 3 clusters Score -536583.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -536583.562500 Penalty: 4160.558594
	Iteration 48F: 3 clusters Score -536583.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (16694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16694 members 
Entering Unmasked Estep 
Score: -1844626.625000 Penalty: 2411.255615
	Iteration 0F: 2 clusters Score -1844627 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -1832811.875000 Penalty: 4822.511230
	Iteration 0F: 3 clusters Score -1832812 nChanged 7267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -1838100.375000 Penalty: 4822.511230
	Iteration 1F: 3 clusters Score -1838100 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 9780 members 
Entering Unmasked Estep 
Score: -1840290.875000 Penalty: 4822.511230
	Iteration 2F: 3 clusters Score -1840291 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 10413 members 
Entering Unmasked Estep 
Score: -1842081.625000 Penalty: 4822.511230
	Iteration 3F: 3 clusters Score -1842082 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 10966 members 
Entering Unmasked Estep 
Score: -1843019.875000 Penalty: 4822.511230
	Iteration 4F: 3 clusters Score -1843020 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 11445 members 
Entering Unmasked Estep 
Score: -1843544.625000 Penalty: 4822.511230
	Iteration 5F: 3 clusters Score -1843545 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 11835 members 
Entering Unmasked Estep 
Score: -1843851.750000 Penalty: 4822.511230
	Iteration 6Q: 3 clusters Score -1843852 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 12198 members 
Entering Unmasked Estep 
Score: -1844084.750000 Penalty: 4822.511230
	Iteration 7Q: 3 clusters Score -1844085 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 12501 members 
Entering Unmasked Estep 
Score: -1844253.500000 Penalty: 4822.511230
	Iteration 8Q: 3 clusters Score -1844254 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 12783 members 
Entering Unmasked Estep 
Score: -1844406.000000 Penalty: 4822.511230
	Iteration 9Q: 3 clusters Score -1844406 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 13046 members 
Entering Unmasked Estep 
Score: -1844533.625000 Penalty: 4822.511230
	Iteration 10Q: 3 clusters Score -1844534 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 13277 members 
Entering Unmasked Estep 
Score: -1844660.250000 Penalty: 4822.511230
	Iteration 11Q: 3 clusters Score -1844660 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 13492 members 
Entering Unmasked Estep 
Score: -1844774.250000 Penalty: 4822.511230
	Iteration 12Q: 3 clusters Score -1844774 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 13698 members 
Entering Unmasked Estep 
Score: -1844883.500000 Penalty: 4822.511230
	Iteration 13Q: 3 clusters Score -1844884 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 13869 members 
Entering Unmasked Estep 
Score: -1844965.125000 Penalty: 4822.511230
	Iteration 14Q: 3 clusters Score -1844965 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 14000 members 
Entering Unmasked Estep 
Score: -1845035.875000 Penalty: 4822.511230
	Iteration 15Q: 3 clusters Score -1845036 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 14113 members 
Entering Unmasked Estep 
Score: -1845098.375000 Penalty: 4822.511230
	Iteration 16Q: 3 clusters Score -1845098 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 14194 members 
Entering Unmasked Estep 
Score: -1845134.250000 Penalty: 4822.511230
	Iteration 17Q: 3 clusters Score -1845134 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 14251 members 
Entering Unmasked Estep 
Score: -1845176.875000 Penalty: 4822.511230
	Iteration 18Q: 3 clusters Score -1845177 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 14285 members 
Entering Unmasked Estep 
Score: -1845204.125000 Penalty: 4822.511230
	Iteration 19Q: 3 clusters Score -1845204 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 14309 members 
Entering Unmasked Estep 
Score: -1845240.125000 Penalty: 4822.511230
	Iteration 20F: 3 clusters Score -1845240 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 14327 members 
Entering Unmasked Estep 
Score: -1845270.125000 Penalty: 4822.511230
	Iteration 21Q: 3 clusters Score -1845270 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 14330 members 
Entering Unmasked Estep 
Score: -1845292.500000 Penalty: 4822.511230
	Iteration 22Q: 3 clusters Score -1845292 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 14331 members 
Entering Unmasked Estep 
Score: -1845314.625000 Penalty: 4822.511230
	Iteration 23Q: 3 clusters Score -1845315 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 14330 members 
Entering Unmasked Estep 
Score: -1845329.750000 Penalty: 4822.511230
	Iteration 24Q: 3 clusters Score -1845330 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 14328 members 
Entering Unmasked Estep 
Score: -1845342.250000 Penalty: 4822.511230
	Iteration 25Q: 3 clusters Score -1845342 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 14334 members 
Entering Unmasked Estep 
Score: -1845342.875000 Penalty: 4822.511230
	Iteration 26Q: 3 clusters Score -1845343 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 14332 members 
Entering Unmasked Estep 
Score: -1845352.875000 Penalty: 4822.511230
	Iteration 27Q: 3 clusters Score -1845353 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 14337 members 
Entering Unmasked Estep 
Score: -1845358.875000 Penalty: 4822.511230
	Iteration 28Q: 3 clusters Score -1845359 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 14344 members 
Entering Unmasked Estep 
Score: -1845363.000000 Penalty: 4822.511230
	Iteration 29Q: 3 clusters Score -1845363 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 14350 members 
Entering Unmasked Estep 
Score: -1845359.375000 Penalty: 4822.511230
	Iteration 30Q: 3 clusters Score -1845359 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 14359 members 
Entering Unmasked Estep 
Score: -1845367.875000 Penalty: 4822.511230
	Iteration 31Q: 3 clusters Score -1845368 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 14369 members 
Entering Unmasked Estep 
Score: -1845369.625000 Penalty: 4822.511230
	Iteration 32Q: 3 clusters Score -1845370 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 14373 members 
Entering Unmasked Estep 
Score: -1845370.000000 Penalty: 4822.511230
	Iteration 33Q: 3 clusters Score -1845370 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 14378 members 
Entering Unmasked Estep 
Score: -1845371.375000 Penalty: 4822.511230
	Iteration 34Q: 3 clusters Score -1845371 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 14380 members 
Entering Unmasked Estep 
Score: -1845374.500000 Penalty: 4822.511230
	Iteration 35Q: 3 clusters Score -1845374 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 14384 members 
Entering Unmasked Estep 
Score: -1845378.125000 Penalty: 4822.511230
	Iteration 36Q: 3 clusters Score -1845378 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 14387 members 
Entering Unmasked Estep 
Score: -1845376.750000 Penalty: 4822.511230
	Iteration 37Q: 3 clusters Score -1845377 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 14393 members 
Entering Unmasked Estep 
Score: -1845383.250000 Penalty: 4822.511230
	Iteration 38Q: 3 clusters Score -1845383 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 14400 members 
Entering Unmasked Estep 
Score: -1845386.000000 Penalty: 4822.511230
	Iteration 39Q: 3 clusters Score -1845386 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 14403 members 
Entering Unmasked Estep 
Score: -1845390.750000 Penalty: 4822.511230
	Iteration 40F: 3 clusters Score -1845391 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 14401 members 
Entering Unmasked Estep 
Score: -1845388.500000 Penalty: 4822.511230
	Iteration 41Q: 3 clusters Score -1845388 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 14401 members 
Entering Unmasked Estep 
Score: -1845386.500000 Penalty: 4822.511230
	Iteration 42Q: 3 clusters Score -1845386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 14402 members 
Entering Unmasked Estep 
Score: -1845387.500000 Penalty: 4822.511230
	Iteration 43Q: 3 clusters Score -1845388 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 14403 members 
Entering Unmasked Estep 
Score: -1845389.500000 Penalty: 4822.511230
	Iteration 44Q: 3 clusters Score -1845390 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 14403 members 
Entering Unmasked Estep 
Score: -1845389.500000 Penalty: 4822.511230
	Iteration 45F: 3 clusters Score -1845390 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 26597 members 
Mstep: Class 2 contains 6516 members 
Mstep: Class 3 contains 1311 members 
Mstep: Class 4 contains 224838 members 
Mstep: Class 5 contains 4159 members 
Mstep: Class 6 contains 1310 members 
Mstep: Class 7 contains 6528 members 
Mstep: Class 8 contains 11683 members 
Mstep: Class 9 contains 7264 members 
Mstep: Class 10 contains 28054 members 
Mstep: Class 11 contains 10812 members 
Mstep: Class 12 contains 987 members 
Mstep: Class 13 contains 5558 members 
Mstep: Class 14 contains 41732 members 
Mstep: Class 15 contains 193210 members 
Mstep: Class 16 contains 24111 members 
Mstep: Class 17 contains 548 members 
Mstep: Class 18 contains 16790 members 
Mstep: Class 19 contains 172302 members 
Mstep: Class 20 contains 60694 members 
Mstep: Class 21 contains 2615 members 
Mstep: Class 22 contains 3593 members 
Mstep: Class 23 contains 4395 members 
Mstep: Class 24 contains 2291 members 
Mstep: Class 25 contains 54868 members 
Mstep: Class 26 contains 62371 members 
Mstep: Class 27 contains 45572 members 
Mstep: Class 28 contains 2701 members 
Mstep: Class 29 contains 51264 members 
Mstep: Class 30 contains 12177 members 
Mstep: Class 31 contains 31576 members 
Mstep: Class 32 contains 766 members 
Mstep: Class 33 contains 11729 members 
Mstep: Class 34 contains 848 members 
Mstep: Class 35 contains 3533 members 
Mstep: Class 36 contains 4711 members 
Mstep: Class 37 contains 3941 members 
Mstep: Class 38 contains 1012 members 
Mstep: Class 39 contains 4411 members 
Mstep: Class 40 contains 10093 members 
Mstep: Class 41 contains 380 members 
Mstep: Class 42 contains 4312 members 
Mstep: Class 43 contains 2055 members 
Mstep: Class 44 contains 7575 members 
Mstep: Class 45 contains 14403 members 
Entering Unmasked Estep 
Score: -147451488.000000 Penalty: 156105.984375
Splitting cluster 24 changes total score from -147429952.000000 to -147451488.000000
So it's getting split into cluster 45.
Entering ConstructFrom: 
Trying to split cluster 25 (54868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54868 members 
Entering Unmasked Estep 
Score: -6885656.500000 Penalty: 2706.345947
	Iteration 0F: 2 clusters Score -6885656 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27510 members 
Mstep: Class 2 contains 27358 members 
Entering Unmasked Estep 
Score: -6848789.000000 Penalty: 5412.691895
	Iteration 0F: 3 clusters Score -6848789 nChanged 25597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28721 members 
Mstep: Class 2 contains 26147 members 
Entering Unmasked Estep 
Score: -6863035.500000 Penalty: 5412.691895
	Iteration 1F: 3 clusters Score -6863036 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29428 members 
Mstep: Class 2 contains 25440 members 
Entering Unmasked Estep 
Score: -6863819.500000 Penalty: 5412.691895
	Iteration 2Q: 3 clusters Score -6863820 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30555 members 
Mstep: Class 2 contains 24313 members 
Entering Unmasked Estep 
Score: -6865090.500000 Penalty: 5412.691895
	Iteration 3Q: 3 clusters Score -6865090 nChanged 3163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32066 members 
Mstep: Class 2 contains 22802 members 
Entering Unmasked Estep 
Score: -6866932.500000 Penalty: 5412.691895
	Iteration 4F: 3 clusters Score -6866932 nChanged 3780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34076 members 
Mstep: Class 2 contains 20792 members 
Entering Unmasked Estep 
Score: -6869556.000000 Penalty: 5412.691895
	Iteration 5F: 3 clusters Score -6869556 nChanged 4222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36394 members 
Mstep: Class 2 contains 18474 members 
Entering Unmasked Estep 
Score: -6873158.500000 Penalty: 5412.691895
	Iteration 6F: 3 clusters Score -6873158 nChanged 4125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38655 members 
Mstep: Class 2 contains 16213 members 
Entering Unmasked Estep 
Score: -6876795.000000 Penalty: 5412.691895
	Iteration 7F: 3 clusters Score -6876795 nChanged 3253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40298 members 
Mstep: Class 2 contains 14570 members 
Entering Unmasked Estep 
Score: -6879500.000000 Penalty: 5412.691895
	Iteration 8F: 3 clusters Score -6879500 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41329 members 
Mstep: Class 2 contains 13539 members 
Entering Unmasked Estep 
Score: -6881158.000000 Penalty: 5412.691895
	Iteration 9Q: 3 clusters Score -6881158 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41988 members 
Mstep: Class 2 contains 12880 members 
Entering Unmasked Estep 
Score: -6882148.000000 Penalty: 5412.691895
	Iteration 10Q: 3 clusters Score -6882148 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42434 members 
Mstep: Class 2 contains 12434 members 
Entering Unmasked Estep 
Score: -6882737.500000 Penalty: 5412.691895
	Iteration 11Q: 3 clusters Score -6882738 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42831 members 
Mstep: Class 2 contains 12037 members 
Entering Unmasked Estep 
Score: -6883177.500000 Penalty: 5412.691895
	Iteration 12Q: 3 clusters Score -6883178 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43185 members 
Mstep: Class 2 contains 11683 members 
Entering Unmasked Estep 
Score: -6883566.500000 Penalty: 5412.691895
	Iteration 13Q: 3 clusters Score -6883566 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43569 members 
Mstep: Class 2 contains 11299 members 
Entering Unmasked Estep 
Score: -6884037.000000 Penalty: 5412.691895
	Iteration 14Q: 3 clusters Score -6884037 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43941 members 
Mstep: Class 2 contains 10927 members 
Entering Unmasked Estep 
Score: -6884467.000000 Penalty: 5412.691895
	Iteration 15Q: 3 clusters Score -6884467 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44255 members 
Mstep: Class 2 contains 10613 members 
Entering Unmasked Estep 
Score: -6884883.000000 Penalty: 5412.691895
	Iteration 16Q: 3 clusters Score -6884883 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44500 members 
Mstep: Class 2 contains 10368 members 
Entering Unmasked Estep 
Score: -6885143.500000 Penalty: 5412.691895
	Iteration 17Q: 3 clusters Score -6885144 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44686 members 
Mstep: Class 2 contains 10182 members 
Entering Unmasked Estep 
Score: -6885346.000000 Penalty: 5412.691895
	Iteration 18Q: 3 clusters Score -6885346 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44845 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -6885540.000000 Penalty: 5412.691895
	Iteration 19Q: 3 clusters Score -6885540 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44958 members 
Mstep: Class 2 contains 9910 members 
Entering Unmasked Estep 
Score: -6885673.000000 Penalty: 5412.691895
	Iteration 20F: 3 clusters Score -6885673 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45058 members 
Mstep: Class 2 contains 9810 members 
Entering Unmasked Estep 
Score: -6885738.500000 Penalty: 5412.691895
	Iteration 21Q: 3 clusters Score -6885738 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45142 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -6885850.500000 Penalty: 5412.691895
	Iteration 22Q: 3 clusters Score -6885850 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45236 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -6885940.500000 Penalty: 5412.691895
	Iteration 23Q: 3 clusters Score -6885940 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45312 members 
Mstep: Class 2 contains 9556 members 
Entering Unmasked Estep 
Score: -6885993.500000 Penalty: 5412.691895
	Iteration 24Q: 3 clusters Score -6885994 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45386 members 
Mstep: Class 2 contains 9482 members 
Entering Unmasked Estep 
Score: -6886067.500000 Penalty: 5412.691895
	Iteration 25Q: 3 clusters Score -6886068 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45466 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -6886161.000000 Penalty: 5412.691895
	Iteration 26Q: 3 clusters Score -6886161 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45511 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
Score: -6886253.500000 Penalty: 5412.691895
	Iteration 27Q: 3 clusters Score -6886254 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45543 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -6886284.500000 Penalty: 5412.691895
	Iteration 28Q: 3 clusters Score -6886284 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45579 members 
Mstep: Class 2 contains 9289 members 
Entering Unmasked Estep 
Score: -6886332.500000 Penalty: 5412.691895
	Iteration 29Q: 3 clusters Score -6886332 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45626 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -6886343.500000 Penalty: 5412.691895
	Iteration 30Q: 3 clusters Score -6886344 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45660 members 
Mstep: Class 2 contains 9208 members 
Entering Unmasked Estep 
Score: -6886356.000000 Penalty: 5412.691895
	Iteration 31Q: 3 clusters Score -6886356 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45690 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
Score: -6886367.000000 Penalty: 5412.691895
	Iteration 32Q: 3 clusters Score -6886367 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45709 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -6886394.500000 Penalty: 5412.691895
	Iteration 33Q: 3 clusters Score -6886394 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45727 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
Score: -6886396.500000 Penalty: 5412.691895
	Iteration 34Q: 3 clusters Score -6886396 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45743 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -6886398.000000 Penalty: 5412.691895
	Iteration 35Q: 3 clusters Score -6886398 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45760 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -6886407.000000 Penalty: 5412.691895
	Iteration 36Q: 3 clusters Score -6886407 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45776 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -6886393.500000 Penalty: 5412.691895
	Iteration 37Q: 3 clusters Score -6886394 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45786 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -6886409.500000 Penalty: 5412.691895
	Iteration 38Q: 3 clusters Score -6886410 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45791 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -6886402.500000 Penalty: 5412.691895
	Iteration 39Q: 3 clusters Score -6886402 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45800 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -6886405.000000 Penalty: 5412.691895
	Iteration 40F: 3 clusters Score -6886405 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45811 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -6886419.000000 Penalty: 5412.691895
	Iteration 41Q: 3 clusters Score -6886419 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45823 members 
Mstep: Class 2 contains 9045 members 
Entering Unmasked Estep 
Score: -6886428.000000 Penalty: 5412.691895
	Iteration 42Q: 3 clusters Score -6886428 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45827 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -6886415.000000 Penalty: 5412.691895
	Iteration 43Q: 3 clusters Score -6886415 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45828 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -6886416.500000 Penalty: 5412.691895
	Iteration 44Q: 3 clusters Score -6886416 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45830 members 
Mstep: Class 2 contains 9038 members 
Entering Unmasked Estep 
Score: -6886422.000000 Penalty: 5412.691895
	Iteration 45Q: 3 clusters Score -6886422 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45836 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -6886413.500000 Penalty: 5412.691895
	Iteration 46Q: 3 clusters Score -6886414 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45841 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -6886413.500000 Penalty: 5412.691895
	Iteration 47Q: 3 clusters Score -6886414 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45846 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -6886415.000000 Penalty: 5412.691895
	Iteration 48Q: 3 clusters Score -6886415 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45850 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -6886415.500000 Penalty: 5412.691895
	Iteration 49Q: 3 clusters Score -6886416 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45855 members 
Mstep: Class 2 contains 9013 members 
Entering Unmasked Estep 
Score: -6886418.500000 Penalty: 5412.691895
	Iteration 50Q: 3 clusters Score -6886418 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45859 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -6886418.000000 Penalty: 5412.691895
	Iteration 51Q: 3 clusters Score -6886418 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45860 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -6886417.000000 Penalty: 5412.691895
	Iteration 52Q: 3 clusters Score -6886417 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45857 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -6886417.000000 Penalty: 5412.691895
	Iteration 53Q: 3 clusters Score -6886417 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45859 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -6886409.500000 Penalty: 5412.691895
	Iteration 54Q: 3 clusters Score -6886410 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45861 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -6886416.000000 Penalty: 5412.691895
	Iteration 55Q: 3 clusters Score -6886416 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45862 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -6886411.500000 Penalty: 5412.691895
	Iteration 56Q: 3 clusters Score -6886412 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45862 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -6886411.500000 Penalty: 5412.691895
	Iteration 57F: 3 clusters Score -6886412 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 26597 members 
Mstep: Class 2 contains 6516 members 
Mstep: Class 3 contains 1311 members 
Mstep: Class 4 contains 224838 members 
Mstep: Class 5 contains 4159 members 
Mstep: Class 6 contains 1310 members 
Mstep: Class 7 contains 6528 members 
Mstep: Class 8 contains 11683 members 
Mstep: Class 9 contains 7264 members 
Mstep: Class 10 contains 28054 members 
Mstep: Class 11 contains 10812 members 
Mstep: Class 12 contains 987 members 
Mstep: Class 13 contains 5558 members 
Mstep: Class 14 contains 41732 members 
Mstep: Class 15 contains 193210 members 
Mstep: Class 16 contains 24111 members 
Mstep: Class 17 contains 548 members 
Mstep: Class 18 contains 16790 members 
Mstep: Class 19 contains 172302 members 
Mstep: Class 20 contains 60694 members 
Mstep: Class 21 contains 2615 members 
Mstep: Class 22 contains 3593 members 
Mstep: Class 23 contains 4395 members 
Mstep: Class 24 contains 2291 members 
Mstep: Class 25 contains 45862 members 
Mstep: Class 26 contains 62371 members 
Mstep: Class 27 contains 45572 members 
Mstep: Class 28 contains 2701 members 
Mstep: Class 29 contains 51264 members 
Mstep: Class 30 contains 12177 members 
Mstep: Class 31 contains 31576 members 
Mstep: Class 32 contains 766 members 
Mstep: Class 33 contains 11729 members 
Mstep: Class 34 contains 848 members 
Mstep: Class 35 contains 3533 members 
Mstep: Class 36 contains 4711 members 
Mstep: Class 37 contains 3941 members 
Mstep: Class 38 contains 1012 members 
Mstep: Class 39 contains 4411 members 
Mstep: Class 40 contains 10093 members 
Mstep: Class 41 contains 380 members 
Mstep: Class 42 contains 4312 members 
Mstep: Class 43 contains 2055 members 
Mstep: Class 44 contains 7575 members 
Mstep: Class 45 contains 14403 members 
Mstep: Class 46 contains 9006 members 
Entering Unmasked Estep 
Score: -147451344.000000 Penalty: 159575.000000
Splitting cluster 25 changes total score from -147429952.000000 to -147451344.000000
So it's getting split into cluster 46.
Entering ConstructFrom: 
Trying to split cluster 26 (62371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62371 members 
Entering Unmasked Estep 
Score: -7936016.000000 Penalty: 2738.132080
	Iteration 0F: 2 clusters Score -7936016 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31208 members 
Mstep: Class 2 contains 31163 members 
Entering Unmasked Estep 
Score: -7894396.000000 Penalty: 5476.264160
	Iteration 0F: 3 clusters Score -7894396 nChanged 28924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31886 members 
Mstep: Class 2 contains 30485 members 
Entering Unmasked Estep 
Score: -7910600.000000 Penalty: 5476.264160
	Iteration 1F: 3 clusters Score -7910600 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32206 members 
Mstep: Class 2 contains 30165 members 
Entering Unmasked Estep 
Score: -7911204.500000 Penalty: 5476.264160
	Iteration 2Q: 3 clusters Score -7911204 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32670 members 
Mstep: Class 2 contains 29701 members 
Entering Unmasked Estep 
Score: -7911894.500000 Penalty: 5476.264160
	Iteration 3Q: 3 clusters Score -7911894 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33334 members 
Mstep: Class 2 contains 29037 members 
Entering Unmasked Estep 
Score: -7912651.500000 Penalty: 5476.264160
	Iteration 4Q: 3 clusters Score -7912652 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34288 members 
Mstep: Class 2 contains 28083 members 
Entering Unmasked Estep 
Score: -7913617.500000 Penalty: 5476.264160
	Iteration 5Q: 3 clusters Score -7913618 nChanged 2790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35674 members 
Mstep: Class 2 contains 26697 members 
Entering Unmasked Estep 
Score: -7914800.500000 Penalty: 5476.264160
	Iteration 6Q: 3 clusters Score -7914800 nChanged 3224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37534 members 
Mstep: Class 2 contains 24837 members 
Entering Unmasked Estep 
Score: -7916581.000000 Penalty: 5476.264160
	Iteration 7F: 3 clusters Score -7916581 nChanged 3572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39806 members 
Mstep: Class 2 contains 22565 members 
Entering Unmasked Estep 
Score: -7918814.500000 Penalty: 5476.264160
	Iteration 8F: 3 clusters Score -7918814 nChanged 3731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42257 members 
Mstep: Class 2 contains 20114 members 
Entering Unmasked Estep 
Score: -7921450.500000 Penalty: 5476.264160
	Iteration 9F: 3 clusters Score -7921450 nChanged 3552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44605 members 
Mstep: Class 2 contains 17766 members 
Entering Unmasked Estep 
Score: -7924062.000000 Penalty: 5476.264160
	Iteration 10F: 3 clusters Score -7924062 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46530 members 
Mstep: Class 2 contains 15841 members 
Entering Unmasked Estep 
Score: -7926239.000000 Penalty: 5476.264160
	Iteration 11Q: 3 clusters Score -7926239 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48091 members 
Mstep: Class 2 contains 14280 members 
Entering Unmasked Estep 
Score: -7927775.500000 Penalty: 5476.264160
	Iteration 12Q: 3 clusters Score -7927776 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49338 members 
Mstep: Class 2 contains 13033 members 
Entering Unmasked Estep 
Score: -7928799.500000 Penalty: 5476.264160
	Iteration 13Q: 3 clusters Score -7928800 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50375 members 
Mstep: Class 2 contains 11996 members 
Entering Unmasked Estep 
Score: -7929455.000000 Penalty: 5476.264160
	Iteration 14Q: 3 clusters Score -7929455 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51296 members 
Mstep: Class 2 contains 11075 members 
Entering Unmasked Estep 
Score: -7929970.000000 Penalty: 5476.264160
	Iteration 15Q: 3 clusters Score -7929970 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52150 members 
Mstep: Class 2 contains 10221 members 
Entering Unmasked Estep 
Score: -7930407.500000 Penalty: 5476.264160
	Iteration 16Q: 3 clusters Score -7930408 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52947 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -7930715.000000 Penalty: 5476.264160
	Iteration 17Q: 3 clusters Score -7930715 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53749 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -7931088.000000 Penalty: 5476.264160
	Iteration 18Q: 3 clusters Score -7931088 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54456 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -7931377.000000 Penalty: 5476.264160
	Iteration 19Q: 3 clusters Score -7931377 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55083 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -7931635.000000 Penalty: 5476.264160
	Iteration 20F: 3 clusters Score -7931635 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55690 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -7931919.500000 Penalty: 5476.264160
	Iteration 21Q: 3 clusters Score -7931920 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56266 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -7932249.000000 Penalty: 5476.264160
	Iteration 22Q: 3 clusters Score -7932249 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56841 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -7932619.500000 Penalty: 5476.264160
	Iteration 23Q: 3 clusters Score -7932620 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57400 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -7933055.000000 Penalty: 5476.264160
	Iteration 24Q: 3 clusters Score -7933055 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57904 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -7933403.000000 Penalty: 5476.264160
	Iteration 25Q: 3 clusters Score -7933403 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58311 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -7933680.500000 Penalty: 5476.264160
	Iteration 26Q: 3 clusters Score -7933680 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58669 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -7933918.500000 Penalty: 5476.264160
	Iteration 27Q: 3 clusters Score -7933918 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58979 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -7934120.000000 Penalty: 5476.264160
	Iteration 28Q: 3 clusters Score -7934120 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59199 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -7934261.000000 Penalty: 5476.264160
	Iteration 29Q: 3 clusters Score -7934261 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59382 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -7934378.500000 Penalty: 5476.264160
	Iteration 30Q: 3 clusters Score -7934378 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59528 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -7934476.500000 Penalty: 5476.264160
	Iteration 31Q: 3 clusters Score -7934476 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59637 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -7934519.500000 Penalty: 5476.264160
	Iteration 32Q: 3 clusters Score -7934520 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59715 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -7934552.000000 Penalty: 5476.264160
	Iteration 33Q: 3 clusters Score -7934552 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59783 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -7934579.500000 Penalty: 5476.264160
	Iteration 34Q: 3 clusters Score -7934580 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59836 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -7934592.000000 Penalty: 5476.264160
	Iteration 35Q: 3 clusters Score -7934592 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59879 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -7934600.500000 Penalty: 5476.264160
	Iteration 36Q: 3 clusters Score -7934600 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59913 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -7934616.500000 Penalty: 5476.264160
	Iteration 37Q: 3 clusters Score -7934616 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59936 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -7934620.000000 Penalty: 5476.264160
	Iteration 38Q: 3 clusters Score -7934620 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59963 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -7934624.500000 Penalty: 5476.264160
	Iteration 39Q: 3 clusters Score -7934624 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59977 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -7934646.500000 Penalty: 5476.264160
	Iteration 40F: 3 clusters Score -7934646 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59991 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -7934647.000000 Penalty: 5476.264160
	Iteration 41Q: 3 clusters Score -7934647 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60000 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -7934650.500000 Penalty: 5476.264160
	Iteration 42Q: 3 clusters Score -7934650 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60011 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -7934656.500000 Penalty: 5476.264160
	Iteration 43Q: 3 clusters Score -7934656 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60021 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -7934654.000000 Penalty: 5476.264160
	Iteration 44Q: 3 clusters Score -7934654 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60035 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -7934647.000000 Penalty: 5476.264160
	Iteration 45Q: 3 clusters Score -7934647 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60044 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -7934653.500000 Penalty: 5476.264160
	Iteration 46Q: 3 clusters Score -7934654 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60057 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -7934649.500000 Penalty: 5476.264160
	Iteration 47Q: 3 clusters Score -7934650 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60070 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -7934666.500000 Penalty: 5476.264160
	Iteration 48Q: 3 clusters Score -7934666 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60077 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -7934660.500000 Penalty: 5476.264160
	Iteration 49Q: 3 clusters Score -7934660 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60080 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -7934667.500000 Penalty: 5476.264160
	Iteration 50Q: 3 clusters Score -7934668 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60081 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -7934667.500000 Penalty: 5476.264160
	Iteration 51Q: 3 clusters Score -7934668 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60081 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -7934667.500000 Penalty: 5476.264160
	Iteration 52F: 3 clusters Score -7934668 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (45572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45572 members 
Entering Unmasked Estep 
Score: -5758776.500000 Penalty: 2660.308105
	Iteration 0F: 2 clusters Score -5758776 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22914 members 
Mstep: Class 2 contains 22658 members 
Entering Unmasked Estep 
Score: -5728040.000000 Penalty: 5320.616211
	Iteration 0F: 3 clusters Score -5728040 nChanged 20860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23650 members 
Mstep: Class 2 contains 21922 members 
Entering Unmasked Estep 
Score: -5739885.500000 Penalty: 5320.616211
	Iteration 1F: 3 clusters Score -5739886 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24138 members 
Mstep: Class 2 contains 21434 members 
Entering Unmasked Estep 
Score: -5741366.500000 Penalty: 5320.616211
	Iteration 2F: 3 clusters Score -5741366 nChanged 2833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24775 members 
Mstep: Class 2 contains 20797 members 
Entering Unmasked Estep 
Score: -5743220.000000 Penalty: 5320.616211
	Iteration 3F: 3 clusters Score -5743220 nChanged 3113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25454 members 
Mstep: Class 2 contains 20118 members 
Entering Unmasked Estep 
Score: -5745388.000000 Penalty: 5320.616211
	Iteration 4F: 3 clusters Score -5745388 nChanged 3211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26117 members 
Mstep: Class 2 contains 19455 members 
Entering Unmasked Estep 
Score: -5748041.000000 Penalty: 5320.616211
	Iteration 5F: 3 clusters Score -5748041 nChanged 3245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26686 members 
Mstep: Class 2 contains 18886 members 
Entering Unmasked Estep 
Score: -5750848.500000 Penalty: 5320.616211
	Iteration 6F: 3 clusters Score -5750848 nChanged 2969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27059 members 
Mstep: Class 2 contains 18513 members 
Entering Unmasked Estep 
Score: -5753227.000000 Penalty: 5320.616211
	Iteration 7F: 3 clusters Score -5753227 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27357 members 
Mstep: Class 2 contains 18215 members 
Entering Unmasked Estep 
Score: -5754509.500000 Penalty: 5320.616211
	Iteration 8Q: 3 clusters Score -5754510 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27594 members 
Mstep: Class 2 contains 17978 members 
Entering Unmasked Estep 
Score: -5755078.000000 Penalty: 5320.616211
	Iteration 9Q: 3 clusters Score -5755078 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27818 members 
Mstep: Class 2 contains 17754 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -5755336 nChanged 638
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28070 members 
Mstep: Class 2 contains 17502 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -5755546 nChanged 480
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28294 members 
Mstep: Class 2 contains 17278 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 28501 members 
Mstep: Class 2 contains 17071 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 28678 members 
Mstep: Class 2 contains 16894 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 28834 members 
Mstep: Class 2 contains 16738 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -5755768 nChanged 216
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Mstep: Class 1 contains 28980 members 
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Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 29129 members 
Mstep: Class 2 contains 16443 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 16325 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -5755830 nChanged 154
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Entering Unmasked Estep 
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Mstep: Class 1 contains 29474 members 
Mstep: Class 2 contains 16098 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -5755836 nChanged 122
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Mstep: Class 1 contains 29574 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -5755865 nChanged 102
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Entering Unmasked Estep 
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Mstep: Class 1 contains 29855 members 
Mstep: Class 2 contains 15717 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -5755890 nChanged 109
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Mstep: Class 1 contains 29954 members 
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Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -5755889 nChanged 94
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Mstep: Class 1 contains 30040 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 30123 members 
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Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -5755894 nChanged 90
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Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -5755910 nChanged 86
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Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -5755904 nChanged 86
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Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -5755927 nChanged 82
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Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -5755928 nChanged 88
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Mstep: Class 1 contains 30539 members 
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Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -5755936 nChanged 83
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Mstep: Class 1 contains 30622 members 
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Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -5755960 nChanged 86
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Mstep: Class 1 contains 30706 members 
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Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -5755984 nChanged 77
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Mstep: Class 1 contains 30781 members 
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Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -5755960 nChanged 66
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Mstep: Class 1 contains 30845 members 
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Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -5755958 nChanged 63
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Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -5755965 nChanged 60
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Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -5755958 nChanged 63
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Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -5755968 nChanged 45
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Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -5755972 nChanged 49
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Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -5755988 nChanged 46
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Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -5755984 nChanged 52
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Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -5755990 nChanged 61
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Mstep: Class 1 contains 31314 members 
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Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -5755986 nChanged 56
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -5755986 nChanged 56
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Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -5755991 nChanged 61
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	Iteration 49Q: 3 clusters Score -5755992 nChanged 79
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Mstep: Class 1 contains 31616 members 
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Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -5755994 nChanged 75
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Mstep: Class 1 contains 31689 members 
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	Iteration 51Q: 3 clusters Score -5755990 nChanged 75
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Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -5755999 nChanged 72
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Mstep: Class 1 contains 31836 members 
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	Iteration 53Q: 3 clusters Score -5756004 nChanged 74
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31908 members 
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Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -5756014 nChanged 67
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Mstep: Class 1 contains 31973 members 
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Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -5756026 nChanged 52
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Mstep: Class 1 contains 32025 members 
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Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -5756024 nChanged 60
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Mstep: Class 1 contains 32083 members 
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Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -5756041 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32133 members 
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Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -5756040 nChanged 44
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Mstep: Class 1 contains 32177 members 
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Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -5756053 nChanged 45
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Mstep: Class 1 contains 32222 members 
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Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -5756052 nChanged 35
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Mstep: Class 1 contains 32257 members 
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Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -5756059 nChanged 30
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Mstep: Class 1 contains 32287 members 
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Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -5756054 nChanged 41
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Mstep: Class 1 contains 32328 members 
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Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -5756055 nChanged 44
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -5756062 nChanged 43
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Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -5756058 nChanged 48
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Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -5756054 nChanged 59
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	Iteration 67Q: 3 clusters Score -5756069 nChanged 66
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	Iteration 68Q: 3 clusters Score -5756084 nChanged 70
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Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -5756088 nChanged 78
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	Iteration 70Q: 3 clusters Score -5756106 nChanged 81
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Mstep: Class 1 contains 32807 members 
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Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -5756110 nChanged 81
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Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -5756116 nChanged 88
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Mstep: Class 1 contains 32976 members 
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Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -5756131 nChanged 92
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -5756138 nChanged 98
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Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -5756124 nChanged 101
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -5756147 nChanged 88
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Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -5756156 nChanged 86
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Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -5756170 nChanged 84
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	Iteration 79Q: 3 clusters Score -5756178 nChanged 75
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -5756175 nChanged 60
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	Iteration 81Q: 3 clusters Score -5756175 nChanged 67
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Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -5756179 nChanged 59
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Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -5756196 nChanged 61
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	Iteration 84Q: 3 clusters Score -5756199 nChanged 55
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -5756206 nChanged 56
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	Iteration 86Q: 3 clusters Score -5756202 nChanged 62
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	Iteration 87Q: 3 clusters Score -5756214 nChanged 48
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	Iteration 88Q: 3 clusters Score -5756225 nChanged 59
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	Iteration 89Q: 3 clusters Score -5756228 nChanged 57
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	Iteration 90Q: 3 clusters Score -5756216 nChanged 57
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	Iteration 91Q: 3 clusters Score -5756238 nChanged 51
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	Iteration 92Q: 3 clusters Score -5756242 nChanged 49
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	Iteration 93Q: 3 clusters Score -5756238 nChanged 53
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	Iteration 94Q: 3 clusters Score -5756242 nChanged 55
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	Iteration 95Q: 3 clusters Score -5756241 nChanged 59
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	Iteration 96Q: 3 clusters Score -5756252 nChanged 56
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	Iteration 97Q: 3 clusters Score -5756248 nChanged 44
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	Iteration 98Q: 3 clusters Score -5756254 nChanged 42
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	Iteration 99Q: 3 clusters Score -5756252 nChanged 44
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	Iteration 100F: 3 clusters Score -5756246 nChanged 28
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	Iteration 101Q: 3 clusters Score -5756255 nChanged 17
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	Iteration 102Q: 3 clusters Score -5756246 nChanged 21
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	Iteration 103Q: 3 clusters Score -5756240 nChanged 11
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	Iteration 115Q: 3 clusters Score -5756238 nChanged 25
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Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
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	Iteration 293Q: 3 clusters Score -5756635 nChanged 71
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39399 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
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	Iteration 294Q: 3 clusters Score -5756628 nChanged 86
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39483 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
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	Iteration 295Q: 3 clusters Score -5756659 nChanged 92
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39565 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
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	Iteration 296Q: 3 clusters Score -5756690 nChanged 90
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39655 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
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	Iteration 297Q: 3 clusters Score -5756686 nChanged 97
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39748 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
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	Iteration 298Q: 3 clusters Score -5756704 nChanged 98
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39842 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
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	Iteration 299Q: 3 clusters Score -5756714 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39906 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -5756732.500000 Penalty: 5320.616211
	Iteration 300F: 3 clusters Score -5756732 nChanged 77
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39967 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
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	Iteration 301Q: 3 clusters Score -5756755 nChanged 80
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40035 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -5756765.500000 Penalty: 5320.616211
	Iteration 302Q: 3 clusters Score -5756766 nChanged 71
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40098 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
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	Iteration 303Q: 3 clusters Score -5756772 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40166 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
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	Iteration 304Q: 3 clusters Score -5756778 nChanged 78
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40232 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
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	Iteration 305Q: 3 clusters Score -5756812 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40303 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -5756805.500000 Penalty: 5320.616211
	Iteration 306Q: 3 clusters Score -5756806 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40361 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -5756816.500000 Penalty: 5320.616211
	Iteration 307Q: 3 clusters Score -5756816 nChanged 69
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40418 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -5756831.000000 Penalty: 5320.616211
	Iteration 308Q: 3 clusters Score -5756831 nChanged 69
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40471 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
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	Iteration 309Q: 3 clusters Score -5756852 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40517 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
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	Iteration 310Q: 3 clusters Score -5756846 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40565 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
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	Iteration 311Q: 3 clusters Score -5756850 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40608 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
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	Iteration 312Q: 3 clusters Score -5756860 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40650 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
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	Iteration 313Q: 3 clusters Score -5756870 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40679 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
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	Iteration 314Q: 3 clusters Score -5756876 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40706 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -5756876.000000 Penalty: 5320.616211
	Iteration 315Q: 3 clusters Score -5756876 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40725 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -5756878.000000 Penalty: 5320.616211
	Iteration 316Q: 3 clusters Score -5756878 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40755 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
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	Iteration 317Q: 3 clusters Score -5756890 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40780 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
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	Iteration 318Q: 3 clusters Score -5756898 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40801 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -5756901.500000 Penalty: 5320.616211
	Iteration 319Q: 3 clusters Score -5756902 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40830 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -5756906.500000 Penalty: 5320.616211
	Iteration 320F: 3 clusters Score -5756906 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40861 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -5756916.500000 Penalty: 5320.616211
	Iteration 321Q: 3 clusters Score -5756916 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40896 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -5756925.000000 Penalty: 5320.616211
	Iteration 322Q: 3 clusters Score -5756925 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40926 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
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	Iteration 323Q: 3 clusters Score -5756926 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40966 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -5756931.000000 Penalty: 5320.616211
	Iteration 324Q: 3 clusters Score -5756931 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40999 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -5756936.500000 Penalty: 5320.616211
	Iteration 325Q: 3 clusters Score -5756936 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41050 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
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	Iteration 326Q: 3 clusters Score -5756948 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41113 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -5756960.500000 Penalty: 5320.616211
	Iteration 327Q: 3 clusters Score -5756960 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41178 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -5756983.000000 Penalty: 5320.616211
	Iteration 328Q: 3 clusters Score -5756983 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41245 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -5756996.500000 Penalty: 5320.616211
	Iteration 329Q: 3 clusters Score -5756996 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41294 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -5757018.000000 Penalty: 5320.616211
	Iteration 330Q: 3 clusters Score -5757018 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41341 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -5757035.500000 Penalty: 5320.616211
	Iteration 331Q: 3 clusters Score -5757036 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41380 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -5757046.000000 Penalty: 5320.616211
	Iteration 332Q: 3 clusters Score -5757046 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41420 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -5757058.500000 Penalty: 5320.616211
	Iteration 333Q: 3 clusters Score -5757058 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41456 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -5757057.500000 Penalty: 5320.616211
	Iteration 334Q: 3 clusters Score -5757058 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41504 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -5757054.500000 Penalty: 5320.616211
	Iteration 335Q: 3 clusters Score -5757054 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41554 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -5757074.500000 Penalty: 5320.616211
	Iteration 336Q: 3 clusters Score -5757074 nChanged 87
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41625 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -5757091.000000 Penalty: 5320.616211
	Iteration 337Q: 3 clusters Score -5757091 nChanged 99
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41700 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -5757113.500000 Penalty: 5320.616211
	Iteration 338Q: 3 clusters Score -5757114 nChanged 96
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41768 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -5757158.000000 Penalty: 5320.616211
	Iteration 339Q: 3 clusters Score -5757158 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41845 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -5757186.000000 Penalty: 5320.616211
	Iteration 340F: 3 clusters Score -5757186 nChanged 107
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41926 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -5757232.500000 Penalty: 5320.616211
	Iteration 341Q: 3 clusters Score -5757232 nChanged 131
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42027 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -5757298.500000 Penalty: 5320.616211
	Iteration 342Q: 3 clusters Score -5757298 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42128 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -5757376.500000 Penalty: 5320.616211
	Iteration 343Q: 3 clusters Score -5757376 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42237 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -5757455.500000 Penalty: 5320.616211
	Iteration 344Q: 3 clusters Score -5757456 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42327 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -5757528.500000 Penalty: 5320.616211
	Iteration 345Q: 3 clusters Score -5757528 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42406 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -5757601.000000 Penalty: 5320.616211
	Iteration 346Q: 3 clusters Score -5757601 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42486 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -5757648.000000 Penalty: 5320.616211
	Iteration 347Q: 3 clusters Score -5757648 nChanged 84
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42530 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -5757686.500000 Penalty: 5320.616211
	Iteration 348Q: 3 clusters Score -5757686 nChanged 70
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42564 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -5757703.500000 Penalty: 5320.616211
	Iteration 349Q: 3 clusters Score -5757704 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42596 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -5757715.000000 Penalty: 5320.616211
	Iteration 350Q: 3 clusters Score -5757715 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42616 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -5757738.500000 Penalty: 5320.616211
	Iteration 351Q: 3 clusters Score -5757738 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42635 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -5757745.000000 Penalty: 5320.616211
	Iteration 352Q: 3 clusters Score -5757745 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42652 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
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	Iteration 353Q: 3 clusters Score -5757750 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42666 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -5757759.000000 Penalty: 5320.616211
	Iteration 354Q: 3 clusters Score -5757759 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42681 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -5757765.000000 Penalty: 5320.616211
	Iteration 355Q: 3 clusters Score -5757765 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42692 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -5757762.000000 Penalty: 5320.616211
	Iteration 356Q: 3 clusters Score -5757762 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42700 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -5757770.000000 Penalty: 5320.616211
	Iteration 357Q: 3 clusters Score -5757770 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42709 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
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	Iteration 358Q: 3 clusters Score -5757765 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42723 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -5757763.500000 Penalty: 5320.616211
	Iteration 359Q: 3 clusters Score -5757764 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42725 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -5757776.500000 Penalty: 5320.616211
	Iteration 360F: 3 clusters Score -5757776 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42726 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
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	Iteration 361Q: 3 clusters Score -5757774 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42726 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -5757773.500000 Penalty: 5320.616211
	Iteration 362Q: 3 clusters Score -5757774 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42727 members 
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Entering Unmasked Estep 
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	Iteration 363Q: 3 clusters Score -5757772 nChanged 0
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Entering Unmasked Estep 
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	Iteration 364F: 3 clusters Score -5757772 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2701 members 
Entering Unmasked Estep 
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	Iteration 0F: 2 clusters Score -349530.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -347325.3 nChanged 1078
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -353955 nChanged 385
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -356645.2 nChanged 127
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -357658.2 nChanged 81
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -357915.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -358073.125000 Penalty: 3919.083008
	Iteration 5Q: 3 clusters Score -358073.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -358374.625000 Penalty: 3919.083008
	Iteration 6Q: 3 clusters Score -358374.6 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -358477.062500 Penalty: 3919.083008
	Iteration 7Q: 3 clusters Score -358477.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -358536.125000 Penalty: 3919.083008
	Iteration 8Q: 3 clusters Score -358536.1 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -358589 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -358640.9 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -358650.906250 Penalty: 3919.083008
	Iteration 11Q: 3 clusters Score -358650.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -358685.468750 Penalty: 3919.083008
	Iteration 12Q: 3 clusters Score -358685.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -358692.312500 Penalty: 3919.083008
	Iteration 13Q: 3 clusters Score -358692.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -358695.718750 Penalty: 3919.083008
	Iteration 14Q: 3 clusters Score -358695.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -358695.437500 Penalty: 3919.083008
	Iteration 15Q: 3 clusters Score -358695.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -358713.156250 Penalty: 3919.083008
	Iteration 16Q: 3 clusters Score -358713.2 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -358704.500000 Penalty: 3919.083008
	Iteration 17Q: 3 clusters Score -358704.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -358717.781250 Penalty: 3919.083008
	Iteration 18Q: 3 clusters Score -358717.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -358718.250000 Penalty: 3919.083008
	Iteration 19F: 3 clusters Score -358718.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -358687.718750 Penalty: 3919.083008
	Iteration 20F: 3 clusters Score -358687.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -358704.312500 Penalty: 3919.083008
	Iteration 21Q: 3 clusters Score -358704.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -358713.656250 Penalty: 3919.083008
	Iteration 22Q: 3 clusters Score -358713.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -358723.843750 Penalty: 3919.083008
	Iteration 23Q: 3 clusters Score -358723.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -358686.750000 Penalty: 3919.083008
	Iteration 24Q: 3 clusters Score -358686.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -358715.218750 Penalty: 3919.083008
	Iteration 25Q: 3 clusters Score -358715.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -358715.218750 Penalty: 3919.083008
	Iteration 26F: 3 clusters Score -358715.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 26597 members 
Mstep: Class 2 contains 6516 members 
Mstep: Class 3 contains 1311 members 
Mstep: Class 4 contains 224838 members 
Mstep: Class 5 contains 4159 members 
Mstep: Class 6 contains 1310 members 
Mstep: Class 7 contains 6528 members 
Mstep: Class 8 contains 11683 members 
Mstep: Class 9 contains 7264 members 
Mstep: Class 10 contains 28054 members 
Mstep: Class 11 contains 10812 members 
Mstep: Class 12 contains 987 members 
Mstep: Class 13 contains 5558 members 
Mstep: Class 14 contains 41732 members 
Mstep: Class 15 contains 193210 members 
Mstep: Class 16 contains 24111 members 
Mstep: Class 17 contains 548 members 
Mstep: Class 18 contains 16790 members 
Mstep: Class 19 contains 172302 members 
Mstep: Class 20 contains 60694 members 
Mstep: Class 21 contains 2615 members 
Mstep: Class 22 contains 3593 members 
Mstep: Class 23 contains 4395 members 
Mstep: Class 24 contains 2291 members 
Mstep: Class 25 contains 45862 members 
Mstep: Class 26 contains 62371 members 
Mstep: Class 27 contains 45572 members 
Mstep: Class 28 contains 1664 members 
Mstep: Class 29 contains 51264 members 
Mstep: Class 30 contains 12177 members 
Mstep: Class 31 contains 31576 members 
Mstep: Class 32 contains 766 members 
Mstep: Class 33 contains 11729 members 
Mstep: Class 34 contains 848 members 
Mstep: Class 35 contains 3533 members 
Mstep: Class 36 contains 4711 members 
Mstep: Class 37 contains 3941 members 
Mstep: Class 38 contains 1012 members 
Mstep: Class 39 contains 4411 members 
Mstep: Class 40 contains 10093 members 
Mstep: Class 41 contains 380 members 
Mstep: Class 42 contains 4312 members 
Mstep: Class 43 contains 2055 members 
Mstep: Class 44 contains 7575 members 
Mstep: Class 45 contains 14403 members 
Mstep: Class 46 contains 9006 members 
Mstep: Class 47 contains 1037 members 
Entering Unmasked Estep 
Score: -147459248.000000 Penalty: 163044.031250
Splitting cluster 28 changes total score from -147429952.000000 to -147459248.000000
So it's getting split into cluster 47.
Entering ConstructFrom: 
Trying to split cluster 29 (51264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51264 members 
Entering Unmasked Estep 
Score: -6439346.000000 Penalty: 2689.496338
	Iteration 0F: 2 clusters Score -6439346 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25629 members 
Mstep: Class 2 contains 25635 members 
Entering Unmasked Estep 
Score: -6404960.000000 Penalty: 5378.992676
	Iteration 0F: 3 clusters Score -6404960 nChanged 23700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25911 members 
Mstep: Class 2 contains 25353 members 
Entering Unmasked Estep 
Score: -6418469.000000 Penalty: 5378.992676
	Iteration 1F: 3 clusters Score -6418469 nChanged 2759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26504 members 
Mstep: Class 2 contains 24760 members 
Entering Unmasked Estep 
Score: -6419966.500000 Penalty: 5378.992676
	Iteration 2F: 3 clusters Score -6419966 nChanged 3263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27627 members 
Mstep: Class 2 contains 23637 members 
Entering Unmasked Estep 
Score: -6422126.500000 Penalty: 5378.992676
	Iteration 3F: 3 clusters Score -6422126 nChanged 3986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29509 members 
Mstep: Class 2 contains 21755 members 
Entering Unmasked Estep 
Score: -6425179.500000 Penalty: 5378.992676
	Iteration 4F: 3 clusters Score -6425180 nChanged 4471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32074 members 
Mstep: Class 2 contains 19190 members 
Entering Unmasked Estep 
Score: -6428792.500000 Penalty: 5378.992676
	Iteration 5F: 3 clusters Score -6428792 nChanged 4218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34638 members 
Mstep: Class 2 contains 16626 members 
Entering Unmasked Estep 
Score: -6432105.500000 Penalty: 5378.992676
	Iteration 6F: 3 clusters Score -6432106 nChanged 3251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36751 members 
Mstep: Class 2 contains 14513 members 
Entering Unmasked Estep 
Score: -6434365.000000 Penalty: 5378.992676
	Iteration 7F: 3 clusters Score -6434365 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38291 members 
Mstep: Class 2 contains 12973 members 
Entering Unmasked Estep 
Score: -6435890.000000 Penalty: 5378.992676
	Iteration 8Q: 3 clusters Score -6435890 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39536 members 
Mstep: Class 2 contains 11728 members 
Entering Unmasked Estep 
Score: -6437168.000000 Penalty: 5378.992676
	Iteration 9Q: 3 clusters Score -6437168 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40547 members 
Mstep: Class 2 contains 10717 members 
Entering Unmasked Estep 
Score: -6438261.000000 Penalty: 5378.992676
	Iteration 10Q: 3 clusters Score -6438261 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41328 members 
Mstep: Class 2 contains 9936 members 
Entering Unmasked Estep 
Score: -6438972.500000 Penalty: 5378.992676
	Iteration 11Q: 3 clusters Score -6438972 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41902 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -6439371.000000 Penalty: 5378.992676
	Iteration 12Q: 3 clusters Score -6439371 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42324 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -6439569.500000 Penalty: 5378.992676
	Iteration 13Q: 3 clusters Score -6439570 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42643 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -6439677.000000 Penalty: 5378.992676
	Iteration 14Q: 3 clusters Score -6439677 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42902 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -6439797.500000 Penalty: 5378.992676
	Iteration 15Q: 3 clusters Score -6439798 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43133 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -6439844.000000 Penalty: 5378.992676
	Iteration 16Q: 3 clusters Score -6439844 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43340 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -6439923.500000 Penalty: 5378.992676
	Iteration 17Q: 3 clusters Score -6439924 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43515 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -6439994.500000 Penalty: 5378.992676
	Iteration 18Q: 3 clusters Score -6439994 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43692 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -6440063.500000 Penalty: 5378.992676
	Iteration 19Q: 3 clusters Score -6440064 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43835 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -6440080.000000 Penalty: 5378.992676
	Iteration 20F: 3 clusters Score -6440080 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43968 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -6440102.500000 Penalty: 5378.992676
	Iteration 21Q: 3 clusters Score -6440102 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44073 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -6440132.500000 Penalty: 5378.992676
	Iteration 22Q: 3 clusters Score -6440132 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44186 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -6440157.500000 Penalty: 5378.992676
	Iteration 23Q: 3 clusters Score -6440158 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44291 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -6440178.000000 Penalty: 5378.992676
	Iteration 24Q: 3 clusters Score -6440178 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44352 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -6440209.500000 Penalty: 5378.992676
	Iteration 25Q: 3 clusters Score -6440210 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44411 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -6440228.000000 Penalty: 5378.992676
	Iteration 26Q: 3 clusters Score -6440228 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44447 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -6440217.500000 Penalty: 5378.992676
	Iteration 27Q: 3 clusters Score -6440218 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44480 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -6440228.500000 Penalty: 5378.992676
	Iteration 28Q: 3 clusters Score -6440228 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44507 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -6440224.500000 Penalty: 5378.992676
	Iteration 29Q: 3 clusters Score -6440224 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44529 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -6440227.500000 Penalty: 5378.992676
	Iteration 30Q: 3 clusters Score -6440228 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44544 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -6440224.500000 Penalty: 5378.992676
	Iteration 31Q: 3 clusters Score -6440224 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44563 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -6440217.000000 Penalty: 5378.992676
	Iteration 32Q: 3 clusters Score -6440217 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44577 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -6440225.500000 Penalty: 5378.992676
	Iteration 33Q: 3 clusters Score -6440226 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44587 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -6440221.000000 Penalty: 5378.992676
	Iteration 34Q: 3 clusters Score -6440221 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44596 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -6440201.000000 Penalty: 5378.992676
	Iteration 35Q: 3 clusters Score -6440201 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44602 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -6440214.000000 Penalty: 5378.992676
	Iteration 36Q: 3 clusters Score -6440214 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44611 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -6440214.500000 Penalty: 5378.992676
	Iteration 37Q: 3 clusters Score -6440214 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44620 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -6440221.000000 Penalty: 5378.992676
	Iteration 38Q: 3 clusters Score -6440221 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44629 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -6440217.500000 Penalty: 5378.992676
	Iteration 39Q: 3 clusters Score -6440218 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44641 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -6440228.500000 Penalty: 5378.992676
	Iteration 40F: 3 clusters Score -6440228 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44653 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -6440223.500000 Penalty: 5378.992676
	Iteration 41Q: 3 clusters Score -6440224 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44661 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -6440225.000000 Penalty: 5378.992676
	Iteration 42Q: 3 clusters Score -6440225 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44666 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -6440223.000000 Penalty: 5378.992676
	Iteration 43Q: 3 clusters Score -6440223 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44672 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -6440218.000000 Penalty: 5378.992676
	Iteration 44Q: 3 clusters Score -6440218 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44676 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -6440217.000000 Penalty: 5378.992676
	Iteration 45Q: 3 clusters Score -6440217 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44681 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -6440222.500000 Penalty: 5378.992676
	Iteration 46Q: 3 clusters Score -6440222 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44682 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -6440225.500000 Penalty: 5378.992676
	Iteration 47Q: 3 clusters Score -6440226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44685 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -6440221.000000 Penalty: 5378.992676
	Iteration 48Q: 3 clusters Score -6440221 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44686 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -6440221.000000 Penalty: 5378.992676
	Iteration 49Q: 3 clusters Score -6440221 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44689 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -6440220.000000 Penalty: 5378.992676
	Iteration 50Q: 3 clusters Score -6440220 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44693 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -6440221.500000 Penalty: 5378.992676
	Iteration 51Q: 3 clusters Score -6440222 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44695 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -6440219.000000 Penalty: 5378.992676
	Iteration 52Q: 3 clusters Score -6440219 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44695 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -6440219.000000 Penalty: 5378.992676
	Iteration 53F: 3 clusters Score -6440219 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 26597 members 
Mstep: Class 2 contains 6516 members 
Mstep: Class 3 contains 1311 members 
Mstep: Class 4 contains 224838 members 
Mstep: Class 5 contains 4159 members 
Mstep: Class 6 contains 1310 members 
Mstep: Class 7 contains 6528 members 
Mstep: Class 8 contains 11683 members 
Mstep: Class 9 contains 7264 members 
Mstep: Class 10 contains 28054 members 
Mstep: Class 11 contains 10812 members 
Mstep: Class 12 contains 987 members 
Mstep: Class 13 contains 5558 members 
Mstep: Class 14 contains 41732 members 
Mstep: Class 15 contains 193210 members 
Mstep: Class 16 contains 24111 members 
Mstep: Class 17 contains 548 members 
Mstep: Class 18 contains 16790 members 
Mstep: Class 19 contains 172302 members 
Mstep: Class 20 contains 60694 members 
Mstep: Class 21 contains 2615 members 
Mstep: Class 22 contains 3593 members 
Mstep: Class 23 contains 4395 members 
Mstep: Class 24 contains 2291 members 
Mstep: Class 25 contains 45862 members 
Mstep: Class 26 contains 62371 members 
Mstep: Class 27 contains 45572 members 
Mstep: Class 28 contains 1664 members 
Mstep: Class 29 contains 44695 members 
Mstep: Class 30 contains 12177 members 
Mstep: Class 31 contains 31576 members 
Mstep: Class 32 contains 766 members 
Mstep: Class 33 contains 11729 members 
Mstep: Class 34 contains 848 members 
Mstep: Class 35 contains 3533 members 
Mstep: Class 36 contains 4711 members 
Mstep: Class 37 contains 3941 members 
Mstep: Class 38 contains 1012 members 
Mstep: Class 39 contains 4411 members 
Mstep: Class 40 contains 10093 members 
Mstep: Class 41 contains 380 members 
Mstep: Class 42 contains 4312 members 
Mstep: Class 43 contains 2055 members 
Mstep: Class 44 contains 7575 members 
Mstep: Class 45 contains 14403 members 
Mstep: Class 46 contains 9006 members 
Mstep: Class 47 contains 1037 members 
Mstep: Class 48 contains 6569 members 
Entering Unmasked Estep 
Score: -147459616.000000 Penalty: 166513.046875
Splitting cluster 29 changes total score from -147429952.000000 to -147459616.000000
So it's getting split into cluster 48.
Entering ConstructFrom: 
Trying to split cluster 30 (12177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12177 members 
Entering Unmasked Estep 
Score: -1521690.000000 Penalty: 2333.011230
	Iteration 0F: 2 clusters Score -1521690 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -1512562.375000 Penalty: 4666.022461
	Iteration 0F: 3 clusters Score -1512562 nChanged 5202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -1515503.625000 Penalty: 4666.022461
	Iteration 1F: 3 clusters Score -1515504 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -1516013.375000 Penalty: 4666.022461
	Iteration 2F: 3 clusters Score -1516013 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -1516472.625000 Penalty: 4666.022461
	Iteration 3F: 3 clusters Score -1516473 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -1516909.000000 Penalty: 4666.022461
	Iteration 4F: 3 clusters Score -1516909 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -1517354.500000 Penalty: 4666.022461
	Iteration 5F: 3 clusters Score -1517354 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -1517770.500000 Penalty: 4666.022461
	Iteration 6F: 3 clusters Score -1517770 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -1518135.125000 Penalty: 4666.022461
	Iteration 7Q: 3 clusters Score -1518135 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -1518422.500000 Penalty: 4666.022461
	Iteration 8Q: 3 clusters Score -1518422 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -1518599.500000 Penalty: 4666.022461
	Iteration 9Q: 3 clusters Score -1518600 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -1518729.375000 Penalty: 4666.022461
	Iteration 10Q: 3 clusters Score -1518729 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -1518826.125000 Penalty: 4666.022461
	Iteration 11Q: 3 clusters Score -1518826 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -1518902.250000 Penalty: 4666.022461
	Iteration 12Q: 3 clusters Score -1518902 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -1518975.375000 Penalty: 4666.022461
	Iteration 13Q: 3 clusters Score -1518975 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -1519036.375000 Penalty: 4666.022461
	Iteration 14Q: 3 clusters Score -1519036 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -1519092.125000 Penalty: 4666.022461
	Iteration 15Q: 3 clusters Score -1519092 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -1519140.875000 Penalty: 4666.022461
	Iteration 16Q: 3 clusters Score -1519141 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -1519192.125000 Penalty: 4666.022461
	Iteration 17Q: 3 clusters Score -1519192 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -1519232.750000 Penalty: 4666.022461
	Iteration 18Q: 3 clusters Score -1519233 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -1519295.625000 Penalty: 4666.022461
	Iteration 19Q: 3 clusters Score -1519296 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -1519341.125000 Penalty: 4666.022461
	Iteration 20F: 3 clusters Score -1519341 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -1519389.000000 Penalty: 4666.022461
	Iteration 21Q: 3 clusters Score -1519389 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -1519437.250000 Penalty: 4666.022461
	Iteration 22Q: 3 clusters Score -1519437 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -1519484.375000 Penalty: 4666.022461
	Iteration 23Q: 3 clusters Score -1519484 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -1519533.625000 Penalty: 4666.022461
	Iteration 24Q: 3 clusters Score -1519534 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -1519585.000000 Penalty: 4666.022461
	Iteration 25Q: 3 clusters Score -1519585 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -1519631.750000 Penalty: 4666.022461
	Iteration 26Q: 3 clusters Score -1519632 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -1519656.875000 Penalty: 4666.022461
	Iteration 27Q: 3 clusters Score -1519657 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -1519685.750000 Penalty: 4666.022461
	Iteration 28Q: 3 clusters Score -1519686 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -1519698.000000 Penalty: 4666.022461
	Iteration 29Q: 3 clusters Score -1519698 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -1519716.125000 Penalty: 4666.022461
	Iteration 30Q: 3 clusters Score -1519716 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -1519732.250000 Penalty: 4666.022461
	Iteration 31Q: 3 clusters Score -1519732 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -1519750.000000 Penalty: 4666.022461
	Iteration 32Q: 3 clusters Score -1519750 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -1519762.375000 Penalty: 4666.022461
	Iteration 33Q: 3 clusters Score -1519762 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -1519771.375000 Penalty: 4666.022461
	Iteration 34Q: 3 clusters Score -1519771 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -1519775.625000 Penalty: 4666.022461
	Iteration 35Q: 3 clusters Score -1519776 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -1519784.750000 Penalty: 4666.022461
	Iteration 36Q: 3 clusters Score -1519785 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -1519787.000000 Penalty: 4666.022461
	Iteration 37Q: 3 clusters Score -1519787 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -1519789.250000 Penalty: 4666.022461
	Iteration 38Q: 3 clusters Score -1519789 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -1519791.250000 Penalty: 4666.022461
	Iteration 39Q: 3 clusters Score -1519791 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -1519791.750000 Penalty: 4666.022461
	Iteration 40F: 3 clusters Score -1519792 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -1519795.875000 Penalty: 4666.022461
	Iteration 41Q: 3 clusters Score -1519796 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -1519809.250000 Penalty: 4666.022461
	Iteration 42Q: 3 clusters Score -1519809 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -1519813.625000 Penalty: 4666.022461
	Iteration 43Q: 3 clusters Score -1519814 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -1519819.375000 Penalty: 4666.022461
	Iteration 44Q: 3 clusters Score -1519819 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -1519823.875000 Penalty: 4666.022461
	Iteration 45Q: 3 clusters Score -1519824 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -1519824.125000 Penalty: 4666.022461
	Iteration 46Q: 3 clusters Score -1519824 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -1519830.250000 Penalty: 4666.022461
	Iteration 47Q: 3 clusters Score -1519830 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -1519838.000000 Penalty: 4666.022461
	Iteration 48Q: 3 clusters Score -1519838 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -1519841.625000 Penalty: 4666.022461
	Iteration 49Q: 3 clusters Score -1519842 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -1519843.500000 Penalty: 4666.022461
	Iteration 50Q: 3 clusters Score -1519844 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -1519844.250000 Penalty: 4666.022461
	Iteration 51Q: 3 clusters Score -1519844 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -1519849.875000 Penalty: 4666.022461
	Iteration 52Q: 3 clusters Score -1519850 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -1519850.000000 Penalty: 4666.022461
	Iteration 53Q: 3 clusters Score -1519850 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -1519850.750000 Penalty: 4666.022461
	Iteration 54Q: 3 clusters Score -1519851 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -1519851.375000 Penalty: 4666.022461
	Iteration 55Q: 3 clusters Score -1519851 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -1519851.250000 Penalty: 4666.022461
	Iteration 56Q: 3 clusters Score -1519851 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -1519852.125000 Penalty: 4666.022461
	Iteration 57Q: 3 clusters Score -1519852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -1519853.750000 Penalty: 4666.022461
	Iteration 58Q: 3 clusters Score -1519854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -1519851.750000 Penalty: 4666.022461
	Iteration 59Q: 3 clusters Score -1519852 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -1519850.750000 Penalty: 4666.022461
	Iteration 60F: 3 clusters Score -1519851 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -1519848.000000 Penalty: 4666.022461
	Iteration 61Q: 3 clusters Score -1519848 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -1519850.375000 Penalty: 4666.022461
	Iteration 62Q: 3 clusters Score -1519850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -1519850.500000 Penalty: 4666.022461
	Iteration 63Q: 3 clusters Score -1519850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -1519849.875000 Penalty: 4666.022461
	Iteration 64Q: 3 clusters Score -1519850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -1519850.500000 Penalty: 4666.022461
	Iteration 65Q: 3 clusters Score -1519850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -1519848.750000 Penalty: 4666.022461
	Iteration 66Q: 3 clusters Score -1519849 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -1519848.625000 Penalty: 4666.022461
	Iteration 67Q: 3 clusters Score -1519849 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -1519848.250000 Penalty: 4666.022461
	Iteration 68Q: 3 clusters Score -1519848 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -1519848.250000 Penalty: 4666.022461
	Iteration 69F: 3 clusters Score -1519848 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (31576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31576 members 
Entering Unmasked Estep 
Score: -4013368.250000 Penalty: 2569.317871
	Iteration 0F: 2 clusters Score -4013368 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15602 members 
Mstep: Class 2 contains 15974 members 
Entering Unmasked Estep 
Score: -3991736.000000 Penalty: 5138.635742
	Iteration 0F: 3 clusters Score -3991736 nChanged 14389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14573 members 
Mstep: Class 2 contains 17003 members 
Entering Unmasked Estep 
Score: -4000145.250000 Penalty: 5138.635742
	Iteration 1F: 3 clusters Score -4000145 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13929 members 
Mstep: Class 2 contains 17647 members 
Entering Unmasked Estep 
Score: -4001453.250000 Penalty: 5138.635742
	Iteration 2F: 3 clusters Score -4001453 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13099 members 
Mstep: Class 2 contains 18477 members 
Entering Unmasked Estep 
Score: -4003086.500000 Penalty: 5138.635742
	Iteration 3F: 3 clusters Score -4003086 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12094 members 
Mstep: Class 2 contains 19482 members 
Entering Unmasked Estep 
Score: -4004943.000000 Penalty: 5138.635742
	Iteration 4F: 3 clusters Score -4004943 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11039 members 
Mstep: Class 2 contains 20537 members 
Entering Unmasked Estep 
Score: -4006780.000000 Penalty: 5138.635742
	Iteration 5F: 3 clusters Score -4006780 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10113 members 
Mstep: Class 2 contains 21463 members 
Entering Unmasked Estep 
Score: -4008300.000000 Penalty: 5138.635742
	Iteration 6F: 3 clusters Score -4008300 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 22244 members 
Entering Unmasked Estep 
Score: -4009338.750000 Penalty: 5138.635742
	Iteration 7F: 3 clusters Score -4009339 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 22831 members 
Entering Unmasked Estep 
Score: -4010041.500000 Penalty: 5138.635742
	Iteration 8Q: 3 clusters Score -4010042 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 23321 members 
Entering Unmasked Estep 
Score: -4010534.250000 Penalty: 5138.635742
	Iteration 9Q: 3 clusters Score -4010534 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 23809 members 
Entering Unmasked Estep 
Score: -4010893.500000 Penalty: 5138.635742
	Iteration 10Q: 3 clusters Score -4010894 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 24260 members 
Entering Unmasked Estep 
Score: -4011150.500000 Penalty: 5138.635742
	Iteration 11Q: 3 clusters Score -4011150 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 24709 members 
Entering Unmasked Estep 
Score: -4011354.250000 Penalty: 5138.635742
	Iteration 12Q: 3 clusters Score -4011354 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 25129 members 
Entering Unmasked Estep 
Score: -4011549.250000 Penalty: 5138.635742
	Iteration 13Q: 3 clusters Score -4011549 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 25532 members 
Entering Unmasked Estep 
Score: -4011723.000000 Penalty: 5138.635742
	Iteration 14Q: 3 clusters Score -4011723 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 25896 members 
Entering Unmasked Estep 
Score: -4011887.000000 Penalty: 5138.635742
	Iteration 15Q: 3 clusters Score -4011887 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 26247 members 
Entering Unmasked Estep 
Score: -4012034.750000 Penalty: 5138.635742
	Iteration 16Q: 3 clusters Score -4012035 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 26548 members 
Entering Unmasked Estep 
Score: -4012146.500000 Penalty: 5138.635742
	Iteration 17Q: 3 clusters Score -4012146 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 26788 members 
Entering Unmasked Estep 
Score: -4012226.000000 Penalty: 5138.635742
	Iteration 18Q: 3 clusters Score -4012226 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 26991 members 
Entering Unmasked Estep 
Score: -4012307.250000 Penalty: 5138.635742
	Iteration 19Q: 3 clusters Score -4012307 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 27194 members 
Entering Unmasked Estep 
Score: -4012406.500000 Penalty: 5138.635742
	Iteration 20F: 3 clusters Score -4012406 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 27389 members 
Entering Unmasked Estep 
Score: -4012514.500000 Penalty: 5138.635742
	Iteration 21Q: 3 clusters Score -4012514 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 27588 members 
Entering Unmasked Estep 
Score: -4012679.750000 Penalty: 5138.635742
	Iteration 22Q: 3 clusters Score -4012680 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 27827 members 
Entering Unmasked Estep 
Score: -4012948.500000 Penalty: 5138.635742
	Iteration 23Q: 3 clusters Score -4012948 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 28051 members 
Entering Unmasked Estep 
Score: -4013253.750000 Penalty: 5138.635742
	Iteration 24Q: 3 clusters Score -4013254 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 28280 members 
Entering Unmasked Estep 
Score: -4013637.250000 Penalty: 5138.635742
	Iteration 25Q: 3 clusters Score -4013637 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 28500 members 
Entering Unmasked Estep 
Score: -4014066.250000 Penalty: 5138.635742
	Iteration 26Q: 3 clusters Score -4014066 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 28681 members 
Entering Unmasked Estep 
Score: -4014729.500000 Penalty: 5138.635742
	Iteration 27Q: 3 clusters Score -4014730 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 28803 members 
Entering Unmasked Estep 
Score: -4015033.500000 Penalty: 5138.635742
	Iteration 28Q: 3 clusters Score -4015034 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 28884 members 
Entering Unmasked Estep 
Score: -4015134.250000 Penalty: 5138.635742
	Iteration 29Q: 3 clusters Score -4015134 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 28951 members 
Entering Unmasked Estep 
Score: -4015175.750000 Penalty: 5138.635742
	Iteration 30Q: 3 clusters Score -4015176 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 29003 members 
Entering Unmasked Estep 
Score: -4015201.750000 Penalty: 5138.635742
	Iteration 31Q: 3 clusters Score -4015202 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 29027 members 
Entering Unmasked Estep 
Score: -4015211.000000 Penalty: 5138.635742
	Iteration 32Q: 3 clusters Score -4015211 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 29038 members 
Entering Unmasked Estep 
Score: -4015221.000000 Penalty: 5138.635742
	Iteration 33Q: 3 clusters Score -4015221 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 29035 members 
Entering Unmasked Estep 
Score: -4015217.000000 Penalty: 5138.635742
	Iteration 34Q: 3 clusters Score -4015217 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 29032 members 
Entering Unmasked Estep 
Score: -4015224.500000 Penalty: 5138.635742
	Iteration 35Q: 3 clusters Score -4015224 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 29038 members 
Entering Unmasked Estep 
Score: -4015230.500000 Penalty: 5138.635742
	Iteration 36Q: 3 clusters Score -4015230 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 29049 members 
Entering Unmasked Estep 
Score: -4015230.000000 Penalty: 5138.635742
	Iteration 37Q: 3 clusters Score -4015230 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 29062 members 
Entering Unmasked Estep 
Score: -4015231.500000 Penalty: 5138.635742
	Iteration 38Q: 3 clusters Score -4015232 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 29070 members 
Entering Unmasked Estep 
Score: -4015240.750000 Penalty: 5138.635742
	Iteration 39Q: 3 clusters Score -4015241 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 29076 members 
Entering Unmasked Estep 
Score: -4015247.250000 Penalty: 5138.635742
	Iteration 40F: 3 clusters Score -4015247 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 29079 members 
Entering Unmasked Estep 
Score: -4015244.250000 Penalty: 5138.635742
	Iteration 41Q: 3 clusters Score -4015244 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 29081 members 
Entering Unmasked Estep 
Score: -4015250.250000 Penalty: 5138.635742
	Iteration 42Q: 3 clusters Score -4015250 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 29086 members 
Entering Unmasked Estep 
Score: -4015244.000000 Penalty: 5138.635742
	Iteration 43Q: 3 clusters Score -4015244 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 29092 members 
Entering Unmasked Estep 
Score: -4015250.500000 Penalty: 5138.635742
	Iteration 44Q: 3 clusters Score -4015250 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 29097 members 
Entering Unmasked Estep 
Score: -4015251.000000 Penalty: 5138.635742
	Iteration 45Q: 3 clusters Score -4015251 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 29103 members 
Entering Unmasked Estep 
Score: -4015259.000000 Penalty: 5138.635742
	Iteration 46Q: 3 clusters Score -4015259 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 29105 members 
Entering Unmasked Estep 
Score: -4015257.500000 Penalty: 5138.635742
	Iteration 47Q: 3 clusters Score -4015258 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 29106 members 
Entering Unmasked Estep 
Score: -4015258.750000 Penalty: 5138.635742
	Iteration 48Q: 3 clusters Score -4015259 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 29109 members 
Entering Unmasked Estep 
Score: -4015265.250000 Penalty: 5138.635742
	Iteration 49Q: 3 clusters Score -4015265 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 29113 members 
Entering Unmasked Estep 
Score: -4015261.250000 Penalty: 5138.635742
	Iteration 50Q: 3 clusters Score -4015261 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 29114 members 
Entering Unmasked Estep 
Score: -4015260.250000 Penalty: 5138.635742
	Iteration 51Q: 3 clusters Score -4015260 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 29116 members 
Entering Unmasked Estep 
Score: -4015263.750000 Penalty: 5138.635742
	Iteration 52Q: 3 clusters Score -4015264 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 29117 members 
Entering Unmasked Estep 
Score: -4015259.000000 Penalty: 5138.635742
	Iteration 53Q: 3 clusters Score -4015259 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 29117 members 
Entering Unmasked Estep 
Score: -4015259.000000 Penalty: 5138.635742
	Iteration 54F: 3 clusters Score -4015259 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 26597 members 
Mstep: Class 2 contains 6516 members 
Mstep: Class 3 contains 1311 members 
Mstep: Class 4 contains 224838 members 
Mstep: Class 5 contains 4159 members 
Mstep: Class 6 contains 1310 members 
Mstep: Class 7 contains 6528 members 
Mstep: Class 8 contains 11683 members 
Mstep: Class 9 contains 7264 members 
Mstep: Class 10 contains 28054 members 
Mstep: Class 11 contains 10812 members 
Mstep: Class 12 contains 987 members 
Mstep: Class 13 contains 5558 members 
Mstep: Class 14 contains 41732 members 
Mstep: Class 15 contains 193210 members 
Mstep: Class 16 contains 24111 members 
Mstep: Class 17 contains 548 members 
Mstep: Class 18 contains 16790 members 
Mstep: Class 19 contains 172302 members 
Mstep: Class 20 contains 60694 members 
Mstep: Class 21 contains 2615 members 
Mstep: Class 22 contains 3593 members 
Mstep: Class 23 contains 4395 members 
Mstep: Class 24 contains 2291 members 
Mstep: Class 25 contains 45862 members 
Mstep: Class 26 contains 62371 members 
Mstep: Class 27 contains 45572 members 
Mstep: Class 28 contains 1664 members 
Mstep: Class 29 contains 44695 members 
Mstep: Class 30 contains 12177 members 
Mstep: Class 31 contains 2459 members 
Mstep: Class 32 contains 766 members 
Mstep: Class 33 contains 11729 members 
Mstep: Class 34 contains 848 members 
Mstep: Class 35 contains 3533 members 
Mstep: Class 36 contains 4711 members 
Mstep: Class 37 contains 3941 members 
Mstep: Class 38 contains 1012 members 
Mstep: Class 39 contains 4411 members 
Mstep: Class 40 contains 10093 members 
Mstep: Class 41 contains 380 members 
Mstep: Class 42 contains 4312 members 
Mstep: Class 43 contains 2055 members 
Mstep: Class 44 contains 7575 members 
Mstep: Class 45 contains 14403 members 
Mstep: Class 46 contains 9006 members 
Mstep: Class 47 contains 1037 members 
Mstep: Class 48 contains 6569 members 
Mstep: Class 49 contains 29117 members 
Entering Unmasked Estep 
Score: -147460432.000000 Penalty: 169982.078125
Splitting cluster 31 changes total score from -147429952.000000 to -147460432.000000
So it's getting split into cluster 49.
Entering ConstructFrom: 
Trying to split cluster 32 (766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Entering Unmasked Estep 
Score: -45909.890625 Penalty: 1647.013184
	Iteration 0F: 2 clusters Score -45909.89 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 388 members 
Entering Unmasked Estep 
Score: -44619.675781 Penalty: 3294.026367
	Iteration 0F: 3 clusters Score -44619.68 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -46062.281250 Penalty: 3294.026367
	Iteration 1F: 3 clusters Score -46062.28 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -47273.574219 Penalty: 3294.026367
	Iteration 2F: 3 clusters Score -47273.57 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -48459.925781 Penalty: 3294.026367
	Iteration 3F: 3 clusters Score -48459.93 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -49124.917969 Penalty: 3294.026367
	Iteration 4Q: 3 clusters Score -49124.92 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -49387.679688 Penalty: 3294.026367
	Iteration 5Q: 3 clusters Score -49387.68 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -49543.460938 Penalty: 3294.026367
	Iteration 6Q: 3 clusters Score -49543.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -49582.882812 Penalty: 3294.026367
	Iteration 7Q: 3 clusters Score -49582.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -49585.023438 Penalty: 3294.026367
	Iteration 8Q: 3 clusters Score -49585.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -49597.726562 Penalty: 3294.026367
	Iteration 9Q: 3 clusters Score -49597.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -49598.832031 Penalty: 3294.026367
	Iteration 10F: 3 clusters Score -49598.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -49618.519531 Penalty: 3294.026367
	Iteration 11Q: 3 clusters Score -49618.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -49624.675781 Penalty: 3294.026367
	Iteration 12Q: 3 clusters Score -49624.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -49624.675781 Penalty: 3294.026367
	Iteration 13F: 3 clusters Score -49624.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 26597 members 
Mstep: Class 2 contains 6516 members 
Mstep: Class 3 contains 1311 members 
Mstep: Class 4 contains 224838 members 
Mstep: Class 5 contains 4159 members 
Mstep: Class 6 contains 1310 members 
Mstep: Class 7 contains 6528 members 
Mstep: Class 8 contains 11683 members 
Mstep: Class 9 contains 7264 members 
Mstep: Class 10 contains 28054 members 
Mstep: Class 11 contains 10812 members 
Mstep: Class 12 contains 987 members 
Mstep: Class 13 contains 5558 members 
Mstep: Class 14 contains 41732 members 
Mstep: Class 15 contains 193210 members 
Mstep: Class 16 contains 24111 members 
Mstep: Class 17 contains 548 members 
Mstep: Class 18 contains 16790 members 
Mstep: Class 19 contains 172302 members 
Mstep: Class 20 contains 60694 members 
Mstep: Class 21 contains 2615 members 
Mstep: Class 22 contains 3593 members 
Mstep: Class 23 contains 4395 members 
Mstep: Class 24 contains 2291 members 
Mstep: Class 25 contains 45862 members 
Mstep: Class 26 contains 62371 members 
Mstep: Class 27 contains 45572 members 
Mstep: Class 28 contains 1664 members 
Mstep: Class 29 contains 44695 members 
Mstep: Class 30 contains 12177 members 
Mstep: Class 31 contains 2459 members 
Mstep: Class 32 contains 466 members 
Mstep: Class 33 contains 11729 members 
Mstep: Class 34 contains 848 members 
Mstep: Class 35 contains 3533 members 
Mstep: Class 36 contains 4711 members 
Mstep: Class 37 contains 3941 members 
Mstep: Class 38 contains 1012 members 
Mstep: Class 39 contains 4411 members 
Mstep: Class 40 contains 10093 members 
Mstep: Class 41 contains 380 members 
Mstep: Class 42 contains 4312 members 
Mstep: Class 43 contains 2055 members 
Mstep: Class 44 contains 7575 members 
Mstep: Class 45 contains 14403 members 
Mstep: Class 46 contains 9006 members 
Mstep: Class 47 contains 1037 members 
Mstep: Class 48 contains 6569 members 
Mstep: Class 49 contains 29117 members 
Mstep: Class 50 contains 300 members 
Entering Unmasked Estep 
Score: -147462304.000000 Penalty: 173451.093750
Splitting cluster 32 changes total score from -147429952.000000 to -147462304.000000
So it's getting split into cluster 50.
Entering ConstructFrom: 
Trying to split cluster 33 (11729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11729 members 
Entering Unmasked Estep 
Score: -1446532.750000 Penalty: 2323.715332
	Iteration 0F: 2 clusters Score -1446533 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -1437829.750000 Penalty: 4647.430664
	Iteration 0F: 3 clusters Score -1437830 nChanged 4978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -1440924.000000 Penalty: 4647.430664
	Iteration 1F: 3 clusters Score -1440924 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -1441827.750000 Penalty: 4647.430664
	Iteration 2F: 3 clusters Score -1441828 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -1442817.250000 Penalty: 4647.430664
	Iteration 3F: 3 clusters Score -1442817 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -1443589.625000 Penalty: 4647.430664
	Iteration 4F: 3 clusters Score -1443590 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -1444017.375000 Penalty: 4647.430664
	Iteration 5F: 3 clusters Score -1444017 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -1444189.750000 Penalty: 4647.430664
	Iteration 6Q: 3 clusters Score -1444190 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -1444281.125000 Penalty: 4647.430664
	Iteration 7Q: 3 clusters Score -1444281 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -1444322.875000 Penalty: 4647.430664
	Iteration 8Q: 3 clusters Score -1444323 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -1444345.125000 Penalty: 4647.430664
	Iteration 9Q: 3 clusters Score -1444345 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -1444350.500000 Penalty: 4647.430664
	Iteration 10Q: 3 clusters Score -1444350 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -1444361.000000 Penalty: 4647.430664
	Iteration 11Q: 3 clusters Score -1444361 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -1444369.000000 Penalty: 4647.430664
	Iteration 12Q: 3 clusters Score -1444369 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -1444371.875000 Penalty: 4647.430664
	Iteration 13Q: 3 clusters Score -1444372 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -1444374.500000 Penalty: 4647.430664
	Iteration 14Q: 3 clusters Score -1444374 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -1444382.750000 Penalty: 4647.430664
	Iteration 15Q: 3 clusters Score -1444383 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -1444385.500000 Penalty: 4647.430664
	Iteration 16Q: 3 clusters Score -1444386 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -1444390.750000 Penalty: 4647.430664
	Iteration 17Q: 3 clusters Score -1444391 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -1444392.625000 Penalty: 4647.430664
	Iteration 18Q: 3 clusters Score -1444393 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -1444398.875000 Penalty: 4647.430664
	Iteration 19Q: 3 clusters Score -1444399 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -1444400.250000 Penalty: 4647.430664
	Iteration 20F: 3 clusters Score -1444400 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -1444396.000000 Penalty: 4647.430664
	Iteration 21Q: 3 clusters Score -1444396 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -1444396.875000 Penalty: 4647.430664
	Iteration 22Q: 3 clusters Score -1444397 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -1444399.500000 Penalty: 4647.430664
	Iteration 23Q: 3 clusters Score -1444400 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -1444401.000000 Penalty: 4647.430664
	Iteration 24Q: 3 clusters Score -1444401 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -1444404.125000 Penalty: 4647.430664
	Iteration 25Q: 3 clusters Score -1444404 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -1444402.125000 Penalty: 4647.430664
	Iteration 26Q: 3 clusters Score -1444402 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -1444405.250000 Penalty: 4647.430664
	Iteration 27Q: 3 clusters Score -1444405 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -1444405.375000 Penalty: 4647.430664
	Iteration 28Q: 3 clusters Score -1444405 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -1444408.125000 Penalty: 4647.430664
	Iteration 29Q: 3 clusters Score -1444408 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -1444406.500000 Penalty: 4647.430664
	Iteration 30Q: 3 clusters Score -1444406 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -1444407.000000 Penalty: 4647.430664
	Iteration 31Q: 3 clusters Score -1444407 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -1444408.000000 Penalty: 4647.430664
	Iteration 32Q: 3 clusters Score -1444408 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -1444409.750000 Penalty: 4647.430664
	Iteration 33Q: 3 clusters Score -1444410 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -1444411.875000 Penalty: 4647.430664
	Iteration 34Q: 3 clusters Score -1444412 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -1444412.625000 Penalty: 4647.430664
	Iteration 35Q: 3 clusters Score -1444413 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -1444412.250000 Penalty: 4647.430664
	Iteration 36Q: 3 clusters Score -1444412 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -1444414.250000 Penalty: 4647.430664
	Iteration 37Q: 3 clusters Score -1444414 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -1444415.500000 Penalty: 4647.430664
	Iteration 38Q: 3 clusters Score -1444416 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -1444416.625000 Penalty: 4647.430664
	Iteration 39Q: 3 clusters Score -1444417 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -1444418.500000 Penalty: 4647.430664
	Iteration 40F: 3 clusters Score -1444418 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -1444421.375000 Penalty: 4647.430664
	Iteration 41Q: 3 clusters Score -1444421 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -1444422.250000 Penalty: 4647.430664
	Iteration 42Q: 3 clusters Score -1444422 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -1444419.875000 Penalty: 4647.430664
	Iteration 43Q: 3 clusters Score -1444420 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -1444422.750000 Penalty: 4647.430664
	Iteration 44Q: 3 clusters Score -1444423 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -1444425.375000 Penalty: 4647.430664
	Iteration 45Q: 3 clusters Score -1444425 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -1444428.625000 Penalty: 4647.430664
	Iteration 46Q: 3 clusters Score -1444429 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -1444428.500000 Penalty: 4647.430664
	Iteration 47Q: 3 clusters Score -1444428 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -1444428.500000 Penalty: 4647.430664
	Iteration 48F: 3 clusters Score -1444428 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 26597 members 
Mstep: Class 2 contains 6516 members 
Mstep: Class 3 contains 1311 members 
Mstep: Class 4 contains 224838 members 
Mstep: Class 5 contains 4159 members 
Mstep: Class 6 contains 1310 members 
Mstep: Class 7 contains 6528 members 
Mstep: Class 8 contains 11683 members 
Mstep: Class 9 contains 7264 members 
Mstep: Class 10 contains 28054 members 
Mstep: Class 11 contains 10812 members 
Mstep: Class 12 contains 987 members 
Mstep: Class 13 contains 5558 members 
Mstep: Class 14 contains 41732 members 
Mstep: Class 15 contains 193210 members 
Mstep: Class 16 contains 24111 members 
Mstep: Class 17 contains 548 members 
Mstep: Class 18 contains 16790 members 
Mstep: Class 19 contains 172302 members 
Mstep: Class 20 contains 60694 members 
Mstep: Class 21 contains 2615 members 
Mstep: Class 22 contains 3593 members 
Mstep: Class 23 contains 4395 members 
Mstep: Class 24 contains 2291 members 
Mstep: Class 25 contains 45862 members 
Mstep: Class 26 contains 62371 members 
Mstep: Class 27 contains 45572 members 
Mstep: Class 28 contains 1664 members 
Mstep: Class 29 contains 44695 members 
Mstep: Class 30 contains 12177 members 
Mstep: Class 31 contains 2459 members 
Mstep: Class 32 contains 466 members 
Mstep: Class 33 contains 11729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147472912.000000 Penalty: 173451.093750
Iteration 79Q: 51 clusters Score -1.474729e+08 nChanged 17694
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 26419 members 
Mstep: Class 2 contains 6454 members 
Mstep: Class 3 contains 1430 members 
Mstep: Class 4 contains 226485 members 
Mstep: Class 5 contains 4155 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 7047 members 
Mstep: Class 8 contains 11605 members 
Mstep: Class 9 contains 7377 members 
Mstep: Class 10 contains 28001 members 
Mstep: Class 11 contains 10857 members 
Mstep: Class 12 contains 1071 members 
Mstep: Class 13 contains 5788 members 
Mstep: Class 14 contains 41832 members 
Mstep: Class 15 contains 192231 members 
Mstep: Class 16 contains 24140 members 
Mstep: Class 17 contains 548 members 
Mstep: Class 18 contains 17683 members 
Mstep: Class 19 contains 172100 members 
Mstep: Class 20 contains 61240 members 
Mstep: Class 21 contains 2678 members 
Mstep: Class 22 contains 3528 members 
Mstep: Class 23 contains 4444 members 
Mstep: Class 24 contains 2431 members 
Mstep: Class 25 contains 45860 members 
Mstep: Class 26 contains 61797 members 
Mstep: Class 27 contains 45402 members 
Mstep: Class 28 contains 1676 members 
Mstep: Class 29 contains 44942 members 
Mstep: Class 30 contains 12214 members 
Mstep: Class 31 contains 3090 members 
Mstep: Class 32 contains 481 members 
Mstep: Class 33 contains 11368 members 
Mstep: Class 34 contains 843 members 
Mstep: Class 35 contains 3399 members 
Mstep: Class 36 contains 4559 members 
Mstep: Class 37 contains 3734 members 
Mstep: Class 38 contains 1027 members 
Mstep: Class 39 contains 4112 members 
Mstep: Class 40 contains 9973 members 
Mstep: Class 41 contains 384 members 
Mstep: Class 42 contains 4245 members 
Mstep: Class 43 contains 1998 members 
Mstep: Class 44 contains 7437 members 
Mstep: Class 45 contains 13970 members 
Mstep: Class 46 contains 8752 members 
Mstep: Class 47 contains 1011 members 
Mstep: Class 48 contains 6435 members 
Mstep: Class 49 contains 28263 members 
Mstep: Class 50 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147481520.000000 Penalty: 173451.093750
Iteration 80F: 51 clusters Score -1.474815e+08 nChanged 14208
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 26228 members 
Mstep: Class 2 contains 6351 members 
Mstep: Class 3 contains 1508 members 
Mstep: Class 4 contains 226777 members 
Mstep: Class 5 contains 4153 members 
Mstep: Class 6 contains 1459 members 
Mstep: Class 7 contains 7334 members 
Mstep: Class 8 contains 11515 members 
Mstep: Class 9 contains 7364 members 
Mstep: Class 10 contains 27826 members 
Mstep: Class 11 contains 10892 members 
Mstep: Class 12 contains 1079 members 
Mstep: Class 13 contains 5709 members 
Mstep: Class 14 contains 41364 members 
Mstep: Class 15 contains 191446 members 
Mstep: Class 16 contains 24062 members 
Mstep: Class 17 contains 548 members 
Mstep: Class 18 contains 18084 members 
Mstep: Class 19 contains 171671 members 
Mstep: Class 20 contains 60451 members 
Mstep: Class 21 contains 2673 members 
Mstep: Class 22 contains 3459 members 
Mstep: Class 23 contains 4452 members 
Mstep: Class 24 contains 2539 members 
Mstep: Class 25 contains 45654 members 
Mstep: Class 26 contains 61231 members 
Mstep: Class 27 contains 45157 members 
Mstep: Class 28 contains 1664 members 
Mstep: Class 29 contains 44661 members 
Mstep: Class 30 contains 12113 members 
Mstep: Class 31 contains 3427 members 
Mstep: Class 32 contains 484 members 
Mstep: Class 33 contains 10927 members 
Mstep: Class 34 contains 845 members 
Mstep: Class 35 contains 3459 members 
Mstep: Class 36 contains 5145 members 
Mstep: Class 37 contains 3779 members 
Mstep: Class 38 contains 1030 members 
Mstep: Class 39 contains 4438 members 
Mstep: Class 40 contains 10624 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 4263 members 
Mstep: Class 43 contains 2127 members 
Mstep: Class 44 contains 7430 members 
Mstep: Class 45 contains 14940 members 
Mstep: Class 46 contains 9121 members 
Mstep: Class 47 contains 1010 members 
Mstep: Class 48 contains 6637 members 
Mstep: Class 49 contains 28398 members 
Mstep: Class 50 contains 304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147485584.000000 Penalty: 173451.093750
Iteration 81Q: 51 clusters Score -1.474856e+08 nChanged 9460
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 26072 members 
Mstep: Class 2 contains 6284 members 
Mstep: Class 3 contains 1574 members 
Mstep: Class 4 contains 226823 members 
Mstep: Class 5 contains 4152 members 
Mstep: Class 6 contains 1540 members 
Mstep: Class 7 contains 7666 members 
Mstep: Class 8 contains 11449 members 
Mstep: Class 9 contains 7374 members 
Mstep: Class 10 contains 27729 members 
Mstep: Class 11 contains 10914 members 
Mstep: Class 12 contains 1093 members 
Mstep: Class 13 contains 5707 members 
Mstep: Class 14 contains 41050 members 
Mstep: Class 15 contains 190946 members 
Mstep: Class 16 contains 24019 members 
Mstep: Class 17 contains 548 members 
Mstep: Class 18 contains 18417 members 
Mstep: Class 19 contains 171272 members 
Mstep: Class 20 contains 59935 members 
Mstep: Class 21 contains 2669 members 
Mstep: Class 22 contains 3386 members 
Mstep: Class 23 contains 4451 members 
Mstep: Class 24 contains 2667 members 
Mstep: Class 25 contains 45459 members 
Mstep: Class 26 contains 60835 members 
Mstep: Class 27 contains 44956 members 
Mstep: Class 28 contains 1649 members 
Mstep: Class 29 contains 44537 members 
Mstep: Class 30 contains 12087 members 
Mstep: Class 31 contains 3674 members 
Mstep: Class 32 contains 485 members 
Mstep: Class 33 contains 10531 members 
Mstep: Class 34 contains 844 members 
Mstep: Class 35 contains 3464 members 
Mstep: Class 36 contains 5531 members 
Mstep: Class 37 contains 3800 members 
Mstep: Class 38 contains 1024 members 
Mstep: Class 39 contains 4648 members 
Mstep: Class 40 contains 11147 members 
Mstep: Class 41 contains 399 members 
Mstep: Class 42 contains 4300 members 
Mstep: Class 43 contains 2215 members 
Mstep: Class 44 contains 7445 members 
Mstep: Class 45 contains 15575 members 
Mstep: Class 46 contains 9419 members 
Mstep: Class 47 contains 1010 members 
Mstep: Class 48 contains 6750 members 
Mstep: Class 49 contains 28387 members 
Mstep: Class 50 contains 297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147488160.000000 Penalty: 173451.093750
Iteration 82Q: 51 clusters Score -1.474882e+08 nChanged 7423
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 25907 members 
Mstep: Class 2 contains 6255 members 
Mstep: Class 3 contains 1654 members 
Mstep: Class 4 contains 226712 members 
Mstep: Class 5 contains 4151 members 
Mstep: Class 6 contains 1622 members 
Mstep: Class 7 contains 7919 members 
Mstep: Class 8 contains 11417 members 
Mstep: Class 9 contains 7388 members 
Mstep: Class 10 contains 27657 members 
Mstep: Class 11 contains 10913 members 
Mstep: Class 12 contains 1111 members 
Mstep: Class 13 contains 5693 members 
Mstep: Class 14 contains 40683 members 
Mstep: Class 15 contains 190563 members 
Mstep: Class 16 contains 23968 members 
Mstep: Class 17 contains 545 members 
Mstep: Class 18 contains 18681 members 
Mstep: Class 19 contains 170923 members 
Mstep: Class 20 contains 59565 members 
Mstep: Class 21 contains 2666 members 
Mstep: Class 22 contains 3297 members 
Mstep: Class 23 contains 4446 members 
Mstep: Class 24 contains 2807 members 
Mstep: Class 25 contains 45322 members 
Mstep: Class 26 contains 60551 members 
Mstep: Class 27 contains 44776 members 
Mstep: Class 28 contains 1639 members 
Mstep: Class 29 contains 44473 members 
Mstep: Class 30 contains 12086 members 
Mstep: Class 31 contains 3866 members 
Mstep: Class 32 contains 484 members 
Mstep: Class 33 contains 10193 members 
Mstep: Class 34 contains 842 members 
Mstep: Class 35 contains 3465 members 
Mstep: Class 36 contains 5870 members 
Mstep: Class 37 contains 3843 members 
Mstep: Class 38 contains 1015 members 
Mstep: Class 39 contains 4792 members 
Mstep: Class 40 contains 11629 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 4346 members 
Mstep: Class 43 contains 2265 members 
Mstep: Class 44 contains 7452 members 
Mstep: Class 45 contains 16042 members 
Mstep: Class 46 contains 9760 members 
Mstep: Class 47 contains 1015 members 
Mstep: Class 48 contains 6869 members 
Mstep: Class 49 contains 28366 members 
Mstep: Class 50 contains 294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147490272.000000 Penalty: 173451.093750
Iteration 83Q: 51 clusters Score -1.474903e+08 nChanged 6207
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 25728 members 
Mstep: Class 2 contains 6252 members 
Mstep: Class 3 contains 1723 members 
Mstep: Class 4 contains 226526 members 
Mstep: Class 5 contains 4151 members 
Mstep: Class 6 contains 1702 members 
Mstep: Class 7 contains 8105 members 
Mstep: Class 8 contains 11388 members 
Mstep: Class 9 contains 7397 members 
Mstep: Class 10 contains 27596 members 
Mstep: Class 11 contains 10941 members 
Mstep: Class 12 contains 1125 members 
Mstep: Class 13 contains 5693 members 
Mstep: Class 14 contains 40314 members 
Mstep: Class 15 contains 190205 members 
Mstep: Class 16 contains 23930 members 
Mstep: Class 17 contains 540 members 
Mstep: Class 18 contains 18885 members 
Mstep: Class 19 contains 170622 members 
Mstep: Class 20 contains 59329 members 
Mstep: Class 21 contains 2660 members 
Mstep: Class 22 contains 3229 members 
Mstep: Class 23 contains 4446 members 
Mstep: Class 24 contains 2939 members 
Mstep: Class 25 contains 45232 members 
Mstep: Class 26 contains 60356 members 
Mstep: Class 27 contains 44615 members 
Mstep: Class 28 contains 1630 members 
Mstep: Class 29 contains 44406 members 
Mstep: Class 30 contains 12087 members 
Mstep: Class 31 contains 4013 members 
Mstep: Class 32 contains 488 members 
Mstep: Class 33 contains 9926 members 
Mstep: Class 34 contains 841 members 
Mstep: Class 35 contains 3468 members 
Mstep: Class 36 contains 6143 members 
Mstep: Class 37 contains 3876 members 
Mstep: Class 38 contains 1013 members 
Mstep: Class 39 contains 4881 members 
Mstep: Class 40 contains 12082 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 4389 members 
Mstep: Class 43 contains 2305 members 
Mstep: Class 44 contains 7435 members 
Mstep: Class 45 contains 16404 members 
Mstep: Class 46 contains 10137 members 
Mstep: Class 47 contains 1029 members 
Mstep: Class 48 contains 6963 members 
Mstep: Class 49 contains 28359 members 
Mstep: Class 50 contains 294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147491376.000000 Penalty: 173451.093750
Iteration 84Q: 51 clusters Score -1.474914e+08 nChanged 5291
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 25585 members 
Mstep: Class 2 contains 6247 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 226349 members 
Mstep: Class 5 contains 4151 members 
Mstep: Class 6 contains 1781 members 
Mstep: Class 7 contains 8267 members 
Mstep: Class 8 contains 11388 members 
Mstep: Class 9 contains 7426 members 
Mstep: Class 10 contains 27567 members 
Mstep: Class 11 contains 10973 members 
Mstep: Class 12 contains 1131 members 
Mstep: Class 13 contains 5692 members 
Mstep: Class 14 contains 39996 members 
Mstep: Class 15 contains 189884 members 
Mstep: Class 16 contains 23891 members 
Mstep: Class 17 contains 540 members 
Mstep: Class 18 contains 19047 members 
Mstep: Class 19 contains 170320 members 
Mstep: Class 20 contains 59097 members 
Mstep: Class 21 contains 2655 members 
Mstep: Class 22 contains 3167 members 
Mstep: Class 23 contains 4447 members 
Mstep: Class 24 contains 3050 members 
Mstep: Class 25 contains 45165 members 
Mstep: Class 26 contains 60173 members 
Mstep: Class 27 contains 44472 members 
Mstep: Class 28 contains 1633 members 
Mstep: Class 29 contains 44380 members 
Mstep: Class 30 contains 12073 members 
Mstep: Class 31 contains 4142 members 
Mstep: Class 32 contains 491 members 
Mstep: Class 33 contains 9717 members 
Mstep: Class 34 contains 841 members 
Mstep: Class 35 contains 3466 members 
Mstep: Class 36 contains 6375 members 
Mstep: Class 37 contains 3898 members 
Mstep: Class 38 contains 1011 members 
Mstep: Class 39 contains 4938 members 
Mstep: Class 40 contains 12474 members 
Mstep: Class 41 contains 409 members 
Mstep: Class 42 contains 4421 members 
Mstep: Class 43 contains 2341 members 
Mstep: Class 44 contains 7429 members 
Mstep: Class 45 contains 16716 members 
Mstep: Class 46 contains 10474 members 
Mstep: Class 47 contains 1036 members 
Mstep: Class 48 contains 7047 members 
Mstep: Class 49 contains 28366 members 
Mstep: Class 50 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147492912.000000 Penalty: 173451.093750
Iteration 85Q: 51 clusters Score -1.474929e+08 nChanged 4585
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 25424 members 
Mstep: Class 2 contains 6244 members 
Mstep: Class 3 contains 1817 members 
Mstep: Class 4 contains 226181 members 
Mstep: Class 5 contains 4151 members 
Mstep: Class 6 contains 1833 members 
Mstep: Class 7 contains 8401 members 
Mstep: Class 8 contains 11387 members 
Mstep: Class 9 contains 7446 members 
Mstep: Class 10 contains 27542 members 
Mstep: Class 11 contains 11008 members 
Mstep: Class 12 contains 1134 members 
Mstep: Class 13 contains 5693 members 
Mstep: Class 14 contains 39717 members 
Mstep: Class 15 contains 189650 members 
Mstep: Class 16 contains 23848 members 
Mstep: Class 17 contains 539 members 
Mstep: Class 18 contains 19126 members 
Mstep: Class 19 contains 170057 members 
Mstep: Class 20 contains 58880 members 
Mstep: Class 21 contains 2654 members 
Mstep: Class 22 contains 3118 members 
Mstep: Class 23 contains 4448 members 
Mstep: Class 24 contains 3169 members 
Mstep: Class 25 contains 45163 members 
Mstep: Class 26 contains 60058 members 
Mstep: Class 27 contains 44303 members 
Mstep: Class 28 contains 1629 members 
Mstep: Class 29 contains 44356 members 
Mstep: Class 30 contains 12071 members 
Mstep: Class 31 contains 4277 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 9568 members 
Mstep: Class 34 contains 841 members 
Mstep: Class 35 contains 3464 members 
Mstep: Class 36 contains 6564 members 
Mstep: Class 37 contains 3916 members 
Mstep: Class 38 contains 1009 members 
Mstep: Class 39 contains 4993 members 
Mstep: Class 40 contains 12813 members 
Mstep: Class 41 contains 410 members 
Mstep: Class 42 contains 4434 members 
Mstep: Class 43 contains 2375 members 
Mstep: Class 44 contains 7434 members 
Mstep: Class 45 contains 16974 members 
Mstep: Class 46 contains 10778 members 
Mstep: Class 47 contains 1044 members 
Mstep: Class 48 contains 7116 members 
Mstep: Class 49 contains 28369 members 
Mstep: Class 50 contains 287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147493456.000000 Penalty: 173451.093750
Iteration 86Q: 51 clusters Score -1.474935e+08 nChanged 4131
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 25291 members 
Mstep: Class 2 contains 6239 members 
Mstep: Class 3 contains 1842 members 
Mstep: Class 4 contains 226021 members 
Mstep: Class 5 contains 4151 members 
Mstep: Class 6 contains 1872 members 
Mstep: Class 7 contains 8515 members 
Mstep: Class 8 contains 11397 members 
Mstep: Class 9 contains 7475 members 
Mstep: Class 10 contains 27528 members 
Mstep: Class 11 contains 11025 members 
Mstep: Class 12 contains 1136 members 
Mstep: Class 13 contains 5692 members 
Mstep: Class 14 contains 39434 members 
Mstep: Class 15 contains 189394 members 
Mstep: Class 16 contains 23814 members 
Mstep: Class 17 contains 540 members 
Mstep: Class 18 contains 19187 members 
Mstep: Class 19 contains 169788 members 
Mstep: Class 20 contains 58682 members 
Mstep: Class 21 contains 2656 members 
Mstep: Class 22 contains 3089 members 
Mstep: Class 23 contains 4449 members 
Mstep: Class 24 contains 3294 members 
Mstep: Class 25 contains 45149 members 
Mstep: Class 26 contains 59976 members 
Mstep: Class 27 contains 44156 members 
Mstep: Class 28 contains 1629 members 
Mstep: Class 29 contains 44397 members 
Mstep: Class 30 contains 12071 members 
Mstep: Class 31 contains 4409 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 9456 members 
Mstep: Class 34 contains 842 members 
Mstep: Class 35 contains 3462 members 
Mstep: Class 36 contains 6735 members 
Mstep: Class 37 contains 3932 members 
Mstep: Class 38 contains 1009 members 
Mstep: Class 39 contains 5028 members 
Mstep: Class 40 contains 13153 members 
Mstep: Class 41 contains 410 members 
Mstep: Class 42 contains 4447 members 
Mstep: Class 43 contains 2413 members 
Mstep: Class 44 contains 7435 members 
Mstep: Class 45 contains 17161 members 
Mstep: Class 46 contains 11067 members 
Mstep: Class 47 contains 1044 members 
Mstep: Class 48 contains 7185 members 
Mstep: Class 49 contains 28349 members 
Mstep: Class 50 contains 287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147494256.000000 Penalty: 173451.093750
Iteration 87Q: 51 clusters Score -1.474943e+08 nChanged 3802
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 25175 members 
Mstep: Class 2 contains 6237 members 
Mstep: Class 3 contains 1868 members 
Mstep: Class 4 contains 225868 members 
Mstep: Class 5 contains 4151 members 
Mstep: Class 6 contains 1928 members 
Mstep: Class 7 contains 8619 members 
Mstep: Class 8 contains 11428 members 
Mstep: Class 9 contains 7497 members 
Mstep: Class 10 contains 27511 members 
Mstep: Class 11 contains 11046 members 
Mstep: Class 12 contains 1136 members 
Mstep: Class 13 contains 5691 members 
Mstep: Class 14 contains 39159 members 
Mstep: Class 15 contains 189140 members 
Mstep: Class 16 contains 23775 members 
Mstep: Class 17 contains 540 members 
Mstep: Class 18 contains 19212 members 
Mstep: Class 19 contains 169503 members 
Mstep: Class 20 contains 58549 members 
Mstep: Class 21 contains 2657 members 
Mstep: Class 22 contains 3059 members 
Mstep: Class 23 contains 4449 members 
Mstep: Class 24 contains 3427 members 
Mstep: Class 25 contains 45103 members 
Mstep: Class 26 contains 59935 members 
Mstep: Class 27 contains 44031 members 
Mstep: Class 28 contains 1630 members 
Mstep: Class 29 contains 44432 members 
Mstep: Class 30 contains 12079 members 
Mstep: Class 31 contains 4527 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 9366 members 
Mstep: Class 34 contains 842 members 
Mstep: Class 35 contains 3462 members 
Mstep: Class 36 contains 6868 members 
Mstep: Class 37 contains 3952 members 
Mstep: Class 38 contains 1010 members 
Mstep: Class 39 contains 5054 members 
Mstep: Class 40 contains 13499 members 
Mstep: Class 41 contains 410 members 
Mstep: Class 42 contains 4452 members 
Mstep: Class 43 contains 2450 members 
Mstep: Class 44 contains 7436 members 
Mstep: Class 45 contains 17300 members 
Mstep: Class 46 contains 11330 members 
Mstep: Class 47 contains 1045 members 
Mstep: Class 48 contains 7247 members 
Mstep: Class 49 contains 28341 members 
Mstep: Class 50 contains 287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147493920.000000 Penalty: 173451.093750
Iteration 88Q: 51 clusters Score -1.474939e+08 nChanged 3483
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 25049 members 
Mstep: Class 2 contains 6237 members 
Mstep: Class 3 contains 1882 members 
Mstep: Class 4 contains 225749 members 
Mstep: Class 5 contains 4151 members 
Mstep: Class 6 contains 1985 members 
Mstep: Class 7 contains 8708 members 
Mstep: Class 8 contains 11451 members 
Mstep: Class 9 contains 7526 members 
Mstep: Class 10 contains 27495 members 
Mstep: Class 11 contains 11065 members 
Mstep: Class 12 contains 1138 members 
Mstep: Class 13 contains 5694 members 
Mstep: Class 14 contains 38913 members 
Mstep: Class 15 contains 188932 members 
Mstep: Class 16 contains 23741 members 
Mstep: Class 17 contains 541 members 
Mstep: Class 18 contains 19249 members 
Mstep: Class 19 contains 169233 members 
Mstep: Class 20 contains 58463 members 
Mstep: Class 21 contains 2659 members 
Mstep: Class 22 contains 3042 members 
Mstep: Class 23 contains 4451 members 
Mstep: Class 24 contains 3540 members 
Mstep: Class 25 contains 45042 members 
Mstep: Class 26 contains 59908 members 
Mstep: Class 27 contains 43910 members 
Mstep: Class 28 contains 1630 members 
Mstep: Class 29 contains 44448 members 
Mstep: Class 30 contains 12080 members 
Mstep: Class 31 contains 4622 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 9282 members 
Mstep: Class 34 contains 842 members 
Mstep: Class 35 contains 3462 members 
Mstep: Class 36 contains 6991 members 
Mstep: Class 37 contains 3970 members 
Mstep: Class 38 contains 1009 members 
Mstep: Class 39 contains 5071 members 
Mstep: Class 40 contains 13802 members 
Mstep: Class 41 contains 410 members 
Mstep: Class 42 contains 4456 members 
Mstep: Class 43 contains 2484 members 
Mstep: Class 44 contains 7438 members 
Mstep: Class 45 contains 17426 members 
Mstep: Class 46 contains 11566 members 
Mstep: Class 47 contains 1045 members 
Mstep: Class 48 contains 7305 members 
Mstep: Class 49 contains 28333 members 
Mstep: Class 50 contains 287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147494560.000000 Penalty: 173451.093750
Iteration 89Q: 51 clusters Score -1.474946e+08 nChanged 3201
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 24923 members 
Mstep: Class 2 contains 6226 members 
Mstep: Class 3 contains 1899 members 
Mstep: Class 4 contains 225614 members 
Mstep: Class 5 contains 4151 members 
Mstep: Class 6 contains 2047 members 
Mstep: Class 7 contains 8794 members 
Mstep: Class 8 contains 11472 members 
Mstep: Class 9 contains 7538 members 
Mstep: Class 10 contains 27483 members 
Mstep: Class 11 contains 11070 members 
Mstep: Class 12 contains 1137 members 
Mstep: Class 13 contains 5702 members 
Mstep: Class 14 contains 38687 members 
Mstep: Class 15 contains 188757 members 
Mstep: Class 16 contains 23715 members 
Mstep: Class 17 contains 541 members 
Mstep: Class 18 contains 19277 members 
Mstep: Class 19 contains 169016 members 
Mstep: Class 20 contains 58340 members 
Mstep: Class 21 contains 2659 members 
Mstep: Class 22 contains 3021 members 
Mstep: Class 23 contains 4453 members 
Mstep: Class 24 contains 3654 members 
Mstep: Class 25 contains 44991 members 
Mstep: Class 26 contains 59895 members 
Mstep: Class 27 contains 43785 members 
Mstep: Class 28 contains 1629 members 
Mstep: Class 29 contains 44474 members 
Mstep: Class 30 contains 12085 members 
Mstep: Class 31 contains 4719 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 9224 members 
Mstep: Class 34 contains 842 members 
Mstep: Class 35 contains 3458 members 
Mstep: Class 36 contains 7092 members 
Mstep: Class 37 contains 3991 members 
Mstep: Class 38 contains 1008 members 
Mstep: Class 39 contains 5078 members 
Mstep: Class 40 contains 14059 members 
Mstep: Class 41 contains 410 members 
Mstep: Class 42 contains 4457 members 
Mstep: Class 43 contains 2513 members 
Mstep: Class 44 contains 7445 members 
Mstep: Class 45 contains 17528 members 
Mstep: Class 46 contains 11826 members 
Mstep: Class 47 contains 1045 members 
Mstep: Class 48 contains 7356 members 
Mstep: Class 49 contains 28340 members 
Mstep: Class 50 contains 287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147494720.000000 Penalty: 173451.093750
Iteration 90Q: 51 clusters Score -1.474947e+08 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 24817 members 
Mstep: Class 2 contains 6213 members 
Mstep: Class 3 contains 1916 members 
Mstep: Class 4 contains 225467 members 
Mstep: Class 5 contains 4151 members 
Mstep: Class 6 contains 2096 members 
Mstep: Class 7 contains 8876 members 
Mstep: Class 8 contains 11497 members 
Mstep: Class 9 contains 7553 members 
Mstep: Class 10 contains 27465 members 
Mstep: Class 11 contains 11074 members 
Mstep: Class 12 contains 1137 members 
Mstep: Class 13 contains 5703 members 
Mstep: Class 14 contains 38496 members 
Mstep: Class 15 contains 188613 members 
Mstep: Class 16 contains 23689 members 
Mstep: Class 17 contains 541 members 
Mstep: Class 18 contains 19283 members 
Mstep: Class 19 contains 168837 members 
Mstep: Class 20 contains 58282 members 
Mstep: Class 21 contains 2654 members 
Mstep: Class 22 contains 3005 members 
Mstep: Class 23 contains 4450 members 
Mstep: Class 24 contains 3746 members 
Mstep: Class 25 contains 44940 members 
Mstep: Class 26 contains 59889 members 
Mstep: Class 27 contains 43657 members 
Mstep: Class 28 contains 1630 members 
Mstep: Class 29 contains 44467 members 
Mstep: Class 30 contains 12092 members 
Mstep: Class 31 contains 4807 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 9166 members 
Mstep: Class 34 contains 842 members 
Mstep: Class 35 contains 3451 members 
Mstep: Class 36 contains 7188 members 
Mstep: Class 37 contains 4000 members 
Mstep: Class 38 contains 1008 members 
Mstep: Class 39 contains 5089 members 
Mstep: Class 40 contains 14286 members 
Mstep: Class 41 contains 410 members 
Mstep: Class 42 contains 4460 members 
Mstep: Class 43 contains 2542 members 
Mstep: Class 44 contains 7443 members 
Mstep: Class 45 contains 17653 members 
Mstep: Class 46 contains 12039 members 
Mstep: Class 47 contains 1045 members 
Mstep: Class 48 contains 7409 members 
Mstep: Class 49 contains 28352 members 
Mstep: Class 50 contains 287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147494880.000000 Penalty: 173451.093750
Iteration 91Q: 51 clusters Score -1.474949e+08 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 24730 members 
Mstep: Class 2 contains 6208 members 
Mstep: Class 3 contains 1921 members 
Mstep: Class 4 contains 225339 members 
Mstep: Class 5 contains 4151 members 
Mstep: Class 6 contains 2134 members 
Mstep: Class 7 contains 8956 members 
Mstep: Class 8 contains 11543 members 
Mstep: Class 9 contains 7564 members 
Mstep: Class 10 contains 27462 members 
Mstep: Class 11 contains 11081 members 
Mstep: Class 12 contains 1143 members 
Mstep: Class 13 contains 5708 members 
Mstep: Class 14 contains 38344 members 
Mstep: Class 15 contains 188457 members 
Mstep: Class 16 contains 23677 members 
Mstep: Class 17 contains 541 members 
Mstep: Class 18 contains 19264 members 
Mstep: Class 19 contains 168665 members 
Mstep: Class 20 contains 58242 members 
Mstep: Class 21 contains 2647 members 
Mstep: Class 22 contains 2991 members 
Mstep: Class 23 contains 4454 members 
Mstep: Class 24 contains 3825 members 
Mstep: Class 25 contains 44886 members 
Mstep: Class 26 contains 59878 members 
Mstep: Class 27 contains 43534 members 
Mstep: Class 28 contains 1631 members 
Mstep: Class 29 contains 44456 members 
Mstep: Class 30 contains 12096 members 
Mstep: Class 31 contains 4862 members 
Mstep: Class 32 contains 493 members 
Mstep: Class 33 contains 9119 members 
Mstep: Class 34 contains 842 members 
Mstep: Class 35 contains 3452 members 
Mstep: Class 36 contains 7260 members 
Mstep: Class 37 contains 4013 members 
Mstep: Class 38 contains 1007 members 
Mstep: Class 39 contains 5097 members 
Mstep: Class 40 contains 14509 members 
Mstep: Class 41 contains 410 members 
Mstep: Class 42 contains 4464 members 
Mstep: Class 43 contains 2574 members 
Mstep: Class 44 contains 7446 members 
Mstep: Class 45 contains 17739 members 
Mstep: Class 46 contains 12250 members 
Mstep: Class 47 contains 1045 members 
Mstep: Class 48 contains 7458 members 
Mstep: Class 49 contains 28350 members 
Mstep: Class 50 contains 287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147494864.000000 Penalty: 173451.093750
Iteration 92Q: 51 clusters Score -1.474949e+08 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 24650 members 
Mstep: Class 2 contains 6207 members 
Mstep: Class 3 contains 1924 members 
Mstep: Class 4 contains 225205 members 
Mstep: Class 5 contains 4151 members 
Mstep: Class 6 contains 2168 members 
Mstep: Class 7 contains 9019 members 
Mstep: Class 8 contains 11578 members 
Mstep: Class 9 contains 7580 members 
Mstep: Class 10 contains 27454 members 
Mstep: Class 11 contains 11081 members 
Mstep: Class 12 contains 1148 members 
Mstep: Class 13 contains 5715 members 
Mstep: Class 14 contains 38203 members 
Mstep: Class 15 contains 188356 members 
Mstep: Class 16 contains 23668 members 
Mstep: Class 17 contains 541 members 
Mstep: Class 18 contains 19248 members 
Mstep: Class 19 contains 168488 members 
Mstep: Class 20 contains 58204 members 
Mstep: Class 21 contains 2643 members 
Mstep: Class 22 contains 2982 members 
Mstep: Class 23 contains 4455 members 
Mstep: Class 24 contains 3896 members 
Mstep: Class 25 contains 44834 members 
Mstep: Class 26 contains 59859 members 
Mstep: Class 27 contains 43436 members 
Mstep: Class 28 contains 1630 members 
Mstep: Class 29 contains 44443 members 
Mstep: Class 30 contains 12087 members 
Mstep: Class 31 contains 4913 members 
Mstep: Class 32 contains 493 members 
Mstep: Class 33 contains 9075 members 
Mstep: Class 34 contains 842 members 
Mstep: Class 35 contains 3451 members 
Mstep: Class 36 contains 7326 members 
Mstep: Class 37 contains 4027 members 
Mstep: Class 38 contains 1008 members 
Mstep: Class 39 contains 5093 members 
Mstep: Class 40 contains 14720 members 
Mstep: Class 41 contains 410 members 
Mstep: Class 42 contains 4471 members 
Mstep: Class 43 contains 2611 members 
Mstep: Class 44 contains 7447 members 
Mstep: Class 45 contains 17835 members 
Mstep: Class 46 contains 12447 members 
Mstep: Class 47 contains 1045 members 
Mstep: Class 48 contains 7505 members 
Mstep: Class 49 contains 28346 members 
Mstep: Class 50 contains 287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147495200.000000 Penalty: 173451.093750
Iteration 93Q: 51 clusters Score -1.474952e+08 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 24579 members 
Mstep: Class 2 contains 6215 members 
Mstep: Class 3 contains 1929 members 
Mstep: Class 4 contains 225110 members 
Mstep: Class 5 contains 4151 members 
Mstep: Class 6 contains 2195 members 
Mstep: Class 7 contains 9099 members 
Mstep: Class 8 contains 11622 members 
Mstep: Class 9 contains 7589 members 
Mstep: Class 10 contains 27442 members 
Mstep: Class 11 contains 11080 members 
Mstep: Class 12 contains 1148 members 
Mstep: Class 13 contains 5713 members 
Mstep: Class 14 contains 38081 members 
Mstep: Class 15 contains 188215 members 
Mstep: Class 16 contains 23658 members 
Mstep: Class 17 contains 541 members 
Mstep: Class 18 contains 19225 members 
Mstep: Class 19 contains 168306 members 
Mstep: Class 20 contains 58150 members 
Mstep: Class 21 contains 2635 members 
Mstep: Class 22 contains 2973 members 
Mstep: Class 23 contains 4452 members 
Mstep: Class 24 contains 3959 members 
Mstep: Class 25 contains 44806 members 
Mstep: Class 26 contains 59843 members 
Mstep: Class 27 contains 43356 members 
Mstep: Class 28 contains 1631 members 
Mstep: Class 29 contains 44450 members 
Mstep: Class 30 contains 12085 members 
Mstep: Class 31 contains 4955 members 
Mstep: Class 32 contains 493 members 
Mstep: Class 33 contains 9040 members 
Mstep: Class 34 contains 842 members 
Mstep: Class 35 contains 3448 members 
Mstep: Class 36 contains 7384 members 
Mstep: Class 37 contains 4042 members 
Mstep: Class 38 contains 1006 members 
Mstep: Class 39 contains 5077 members 
Mstep: Class 40 contains 14931 members 
Mstep: Class 41 contains 410 members 
Mstep: Class 42 contains 4471 members 
Mstep: Class 43 contains 2648 members 
Mstep: Class 44 contains 7452 members 
Mstep: Class 45 contains 17919 members 
Mstep: Class 46 contains 12632 members 
Mstep: Class 47 contains 1045 members 
Mstep: Class 48 contains 7546 members 
Mstep: Class 49 contains 28339 members 
Mstep: Class 50 contains 287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147495728.000000 Penalty: 173451.093750
Iteration 94Q: 51 clusters Score -1.474957e+08 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 24506 members 
Mstep: Class 2 contains 6232 members 
Mstep: Class 3 contains 1935 members 
Mstep: Class 4 contains 225049 members 
Mstep: Class 5 contains 4151 members 
Mstep: Class 6 contains 2215 members 
Mstep: Class 7 contains 9155 members 
Mstep: Class 8 contains 11655 members 
Mstep: Class 9 contains 7594 members 
Mstep: Class 10 contains 27436 members 
Mstep: Class 11 contains 11083 members 
Mstep: Class 12 contains 1149 members 
Mstep: Class 13 contains 5718 members 
Mstep: Class 14 contains 37975 members 
Mstep: Class 15 contains 188067 members 
Mstep: Class 16 contains 23645 members 
Mstep: Class 17 contains 541 members 
Mstep: Class 18 contains 19209 members 
Mstep: Class 19 contains 168132 members 
Mstep: Class 20 contains 58111 members 
Mstep: Class 21 contains 2629 members 
Mstep: Class 22 contains 2965 members 
Mstep: Class 23 contains 4448 members 
Mstep: Class 24 contains 4027 members 
Mstep: Class 25 contains 44742 members 
Mstep: Class 26 contains 59855 members 
Mstep: Class 27 contains 43282 members 
Mstep: Class 28 contains 1631 members 
Mstep: Class 29 contains 44438 members 
Mstep: Class 30 contains 12096 members 
Mstep: Class 31 contains 4988 members 
Mstep: Class 32 contains 493 members 
Mstep: Class 33 contains 9004 members 
Mstep: Class 34 contains 842 members 
Mstep: Class 35 contains 3445 members 
Mstep: Class 36 contains 7443 members 
Mstep: Class 37 contains 4056 members 
Mstep: Class 38 contains 1006 members 
Mstep: Class 39 contains 5071 members 
Mstep: Class 40 contains 15159 members 
Mstep: Class 41 contains 410 members 
Mstep: Class 42 contains 4471 members 
Mstep: Class 43 contains 2675 members 
Mstep: Class 44 contains 7453 members 
Mstep: Class 45 contains 17988 members 
Mstep: Class 46 contains 12790 members 
Mstep: Class 47 contains 1045 members 
Mstep: Class 48 contains 7589 members 
Mstep: Class 49 contains 28319 members 
Mstep: Class 50 contains 287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147496176.000000 Penalty: 173451.093750
Iteration 95Q: 51 clusters Score -1.474962e+08 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 24458 members 
Mstep: Class 2 contains 6246 members 
Mstep: Class 3 contains 1939 members 
Mstep: Class 4 contains 224973 members 
Mstep: Class 5 contains 4151 members 
Mstep: Class 6 contains 2236 members 
Mstep: Class 7 contains 9206 members 
Mstep: Class 8 contains 11711 members 
Mstep: Class 9 contains 7597 members 
Mstep: Class 10 contains 27433 members 
Mstep: Class 11 contains 11081 members 
Mstep: Class 12 contains 1150 members 
Mstep: Class 13 contains 5720 members 
Mstep: Class 14 contains 37865 members 
Mstep: Class 15 contains 187892 members 
Mstep: Class 16 contains 23633 members 
Mstep: Class 17 contains 541 members 
Mstep: Class 18 contains 19180 members 
Mstep: Class 19 contains 167982 members 
Mstep: Class 20 contains 58049 members 
Mstep: Class 21 contains 2621 members 
Mstep: Class 22 contains 2960 members 
Mstep: Class 23 contains 4446 members 
Mstep: Class 24 contains 4100 members 
Mstep: Class 25 contains 44683 members 
Mstep: Class 26 contains 59861 members 
Mstep: Class 27 contains 43212 members 
Mstep: Class 28 contains 1631 members 
Mstep: Class 29 contains 44442 members 
Mstep: Class 30 contains 12106 members 
Mstep: Class 31 contains 5021 members 
Mstep: Class 32 contains 493 members 
Mstep: Class 33 contains 8977 members 
Mstep: Class 34 contains 842 members 
Mstep: Class 35 contains 3443 members 
Mstep: Class 36 contains 7500 members 
Mstep: Class 37 contains 4077 members 
Mstep: Class 38 contains 1006 members 
Mstep: Class 39 contains 5050 members 
Mstep: Class 40 contains 15387 members 
Mstep: Class 41 contains 410 members 
Mstep: Class 42 contains 4470 members 
Mstep: Class 43 contains 2708 members 
Mstep: Class 44 contains 7453 members 
Mstep: Class 45 contains 18052 members 
Mstep: Class 46 contains 12945 members 
Mstep: Class 47 contains 1045 members 
Mstep: Class 48 contains 7633 members 
Mstep: Class 49 contains 28301 members 
Mstep: Class 50 contains 287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147496448.000000 Penalty: 173451.093750
Iteration 96Q: 51 clusters Score -1.474964e+08 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 24418 members 
Mstep: Class 2 contains 6267 members 
Mstep: Class 3 contains 1941 members 
Mstep: Class 4 contains 224914 members 
Mstep: Class 5 contains 4151 members 
Mstep: Class 6 contains 2256 members 
Mstep: Class 7 contains 9251 members 
Mstep: Class 8 contains 11776 members 
Mstep: Class 9 contains 7601 members 
Mstep: Class 10 contains 27437 members 
Mstep: Class 11 contains 11090 members 
Mstep: Class 12 contains 1151 members 
Mstep: Class 13 contains 5722 members 
Mstep: Class 14 contains 37767 members 
Mstep: Class 15 contains 187725 members 
Mstep: Class 16 contains 23625 members 
Mstep: Class 17 contains 541 members 
Mstep: Class 18 contains 19149 members 
Mstep: Class 19 contains 167809 members 
Mstep: Class 20 contains 57997 members 
Mstep: Class 21 contains 2619 members 
Mstep: Class 22 contains 2956 members 
Mstep: Class 23 contains 4444 members 
Mstep: Class 24 contains 4153 members 
Mstep: Class 25 contains 44638 members 
Mstep: Class 26 contains 59870 members 
Mstep: Class 27 contains 43159 members 
Mstep: Class 28 contains 1631 members 
Mstep: Class 29 contains 44428 members 
Mstep: Class 30 contains 12102 members 
Mstep: Class 31 contains 5043 members 
Mstep: Class 32 contains 493 members 
Mstep: Class 33 contains 8958 members 
Mstep: Class 34 contains 842 members 
Mstep: Class 35 contains 3444 members 
Mstep: Class 36 contains 7557 members 
Mstep: Class 37 contains 4098 members 
Mstep: Class 38 contains 1007 members 
Mstep: Class 39 contains 5032 members 
Mstep: Class 40 contains 15596 members 
Mstep: Class 41 contains 410 members 
Mstep: Class 42 contains 4469 members 
Mstep: Class 43 contains 2730 members 
Mstep: Class 44 contains 7453 members 
Mstep: Class 45 contains 18119 members 
Mstep: Class 46 contains 13069 members 
Mstep: Class 47 contains 1045 members 
Mstep: Class 48 contains 7676 members 
Mstep: Class 49 contains 28289 members 
Mstep: Class 50 contains 287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147496656.000000 Penalty: 173451.093750
Iteration 97Q: 51 clusters Score -1.474967e+08 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 24378 members 
Mstep: Class 2 contains 6286 members 
Mstep: Class 3 contains 1942 members 
Mstep: Class 4 contains 224877 members 
Mstep: Class 5 contains 4151 members 
Mstep: Class 6 contains 2278 members 
Mstep: Class 7 contains 9305 members 
Mstep: Class 8 contains 11844 members 
Mstep: Class 9 contains 7602 members 
Mstep: Class 10 contains 27437 members 
Mstep: Class 11 contains 11086 members 
Mstep: Class 12 contains 1150 members 
Mstep: Class 13 contains 5730 members 
Mstep: Class 14 contains 37690 members 
Mstep: Class 15 contains 187554 members 
Mstep: Class 16 contains 23613 members 
Mstep: Class 17 contains 541 members 
Mstep: Class 18 contains 19113 members 
Mstep: Class 19 contains 167619 members 
Mstep: Class 20 contains 57971 members 
Mstep: Class 21 contains 2617 members 
Mstep: Class 22 contains 2951 members 
Mstep: Class 23 contains 4443 members 
Mstep: Class 24 contains 4192 members 
Mstep: Class 25 contains 44592 members 
Mstep: Class 26 contains 59879 members 
Mstep: Class 27 contains 43117 members 
Mstep: Class 28 contains 1631 members 
Mstep: Class 29 contains 44436 members 
Mstep: Class 30 contains 12098 members 
Mstep: Class 31 contains 5067 members 
Mstep: Class 32 contains 493 members 
Mstep: Class 33 contains 8943 members 
Mstep: Class 34 contains 842 members 
Mstep: Class 35 contains 3443 members 
Mstep: Class 36 contains 7623 members 
Mstep: Class 37 contains 4115 members 
Mstep: Class 38 contains 1007 members 
Mstep: Class 39 contains 5017 members 
Mstep: Class 40 contains 15783 members 
Mstep: Class 41 contains 410 members 
Mstep: Class 42 contains 4468 members 
Mstep: Class 43 contains 2757 members 
Mstep: Class 44 contains 7458 members 
Mstep: Class 45 contains 18184 members 
Mstep: Class 46 contains 13175 members 
Mstep: Class 47 contains 1045 members 
Mstep: Class 48 contains 7714 members 
Mstep: Class 49 contains 28251 members 
Mstep: Class 50 contains 287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147497056.000000 Penalty: 173451.093750
Iteration 98Q: 51 clusters Score -1.474971e+08 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 24333 members 
Mstep: Class 2 contains 6300 members 
Mstep: Class 3 contains 1946 members 
Mstep: Class 4 contains 224856 members 
Mstep: Class 5 contains 4151 members 
Mstep: Class 6 contains 2294 members 
Mstep: Class 7 contains 9343 members 
Mstep: Class 8 contains 11905 members 
Mstep: Class 9 contains 7605 members 
Mstep: Class 10 contains 27431 members 
Mstep: Class 11 contains 11085 members 
Mstep: Class 12 contains 1151 members 
Mstep: Class 13 contains 5733 members 
Mstep: Class 14 contains 37632 members 
Mstep: Class 15 contains 187382 members 
Mstep: Class 16 contains 23599 members 
Mstep: Class 17 contains 541 members 
Mstep: Class 18 contains 19084 members 
Mstep: Class 19 contains 167450 members 
Mstep: Class 20 contains 57945 members 
Mstep: Class 21 contains 2619 members 
Mstep: Class 22 contains 2954 members 
Mstep: Class 23 contains 4442 members 
Mstep: Class 24 contains 4231 members 
Mstep: Class 25 contains 44560 members 
Mstep: Class 26 contains 59882 members 
Mstep: Class 27 contains 43077 members 
Mstep: Class 28 contains 1631 members 
Mstep: Class 29 contains 44437 members 
Mstep: Class 30 contains 12099 members 
Mstep: Class 31 contains 5087 members 
Mstep: Class 32 contains 493 members 
Mstep: Class 33 contains 8928 members 
Mstep: Class 34 contains 842 members 
Mstep: Class 35 contains 3440 members 
Mstep: Class 36 contains 7672 members 
Mstep: Class 37 contains 4136 members 
Mstep: Class 38 contains 1007 members 
Mstep: Class 39 contains 5005 members 
Mstep: Class 40 contains 15969 members 
Mstep: Class 41 contains 410 members 
Mstep: Class 42 contains 4466 members 
Mstep: Class 43 contains 2777 members 
Mstep: Class 44 contains 7450 members 
Mstep: Class 45 contains 18273 members 
Mstep: Class 46 contains 13248 members 
Mstep: Class 47 contains 1045 members 
Mstep: Class 48 contains 7754 members 
Mstep: Class 49 contains 28218 members 
Mstep: Class 50 contains 287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147497264.000000 Penalty: 173451.093750
Iteration 99Q: 51 clusters Score -1.474973e+08 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 24297 members 
Mstep: Class 2 contains 6327 members 
Mstep: Class 3 contains 1946 members 
Mstep: Class 4 contains 224832 members 
Mstep: Class 5 contains 4151 members 
Mstep: Class 6 contains 2307 members 
Mstep: Class 7 contains 9360 members 
Mstep: Class 8 contains 11967 members 
Mstep: Class 9 contains 7610 members 
Mstep: Class 10 contains 27428 members 
Mstep: Class 11 contains 11096 members 
Mstep: Class 12 contains 1149 members 
Mstep: Class 13 contains 5739 members 
Mstep: Class 14 contains 37577 members 
Mstep: Class 15 contains 187201 members 
Mstep: Class 16 contains 23582 members 
Mstep: Class 17 contains 541 members 
Mstep: Class 18 contains 19071 members 
Mstep: Class 19 contains 167295 members 
Mstep: Class 20 contains 57906 members 
Mstep: Class 21 contains 2618 members 
Mstep: Class 22 contains 2953 members 
Mstep: Class 23 contains 4442 members 
Mstep: Class 24 contains 4278 members 
Mstep: Class 25 contains 44526 members 
Mstep: Class 26 contains 59882 members 
Mstep: Class 27 contains 43039 members 
Mstep: Class 28 contains 1631 members 
Mstep: Class 29 contains 44445 members 
Mstep: Class 30 contains 12101 members 
Mstep: Class 31 contains 5101 members 
Mstep: Class 32 contains 493 members 
Mstep: Class 33 contains 8914 members 
Mstep: Class 34 contains 842 members 
Mstep: Class 35 contains 3438 members 
Mstep: Class 36 contains 7715 members 
Mstep: Class 37 contains 4158 members 
Mstep: Class 38 contains 1007 members 
Mstep: Class 39 contains 4996 members 
Mstep: Class 40 contains 16155 members 
Mstep: Class 41 contains 410 members 
Mstep: Class 42 contains 4465 members 
Mstep: Class 43 contains 2796 members 
Mstep: Class 44 contains 7453 members 
Mstep: Class 45 contains 18354 members 
Mstep: Class 46 contains 13307 members 
Mstep: Class 47 contains 1045 members 
Mstep: Class 48 contains 7788 members 
Mstep: Class 49 contains 28184 members 
Mstep: Class 50 contains 287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147497360.000000 Penalty: 173451.093750
Iteration 100F: 51 clusters Score -1.474974e+08 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 24256 members 
Mstep: Class 2 contains 6343 members 
Mstep: Class 3 contains 1984 members 
Mstep: Class 4 contains 224837 members 
Mstep: Class 5 contains 4151 members 
Mstep: Class 6 contains 2324 members 
Mstep: Class 7 contains 9373 members 
Mstep: Class 8 contains 12030 members 
Mstep: Class 9 contains 7613 members 
Mstep: Class 10 contains 27429 members 
Mstep: Class 11 contains 11099 members 
Mstep: Class 12 contains 1154 members 
Mstep: Class 13 contains 5743 members 
Mstep: Class 14 contains 37509 members 
Mstep: Class 15 contains 187025 members 
Mstep: Class 16 contains 23560 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 19047 members 
Mstep: Class 19 contains 167144 members 
Mstep: Class 20 contains 57884 members 
Mstep: Class 21 contains 2614 members 
Mstep: Class 22 contains 2936 members 
Mstep: Class 23 contains 4443 members 
Mstep: Class 24 contains 4320 members 
Mstep: Class 25 contains 44516 members 
Mstep: Class 26 contains 59889 members 
Mstep: Class 27 contains 42987 members 
Mstep: Class 28 contains 1630 members 
Mstep: Class 29 contains 44463 members 
Mstep: Class 30 contains 12102 members 
Mstep: Class 31 contains 5136 members 
Mstep: Class 32 contains 491 members 
Mstep: Class 33 contains 8893 members 
Mstep: Class 34 contains 842 members 
Mstep: Class 35 contains 3437 members 
Mstep: Class 36 contains 7760 members 
Mstep: Class 37 contains 4169 members 
Mstep: Class 38 contains 1007 members 
Mstep: Class 39 contains 4983 members 
Mstep: Class 40 contains 16326 members 
Mstep: Class 41 contains 414 members 
Mstep: Class 42 contains 4469 members 
Mstep: Class 43 contains 2819 members 
Mstep: Class 44 contains 7430 members 
Mstep: Class 45 contains 18411 members 
Mstep: Class 46 contains 13377 members 
Mstep: Class 47 contains 1044 members 
Mstep: Class 48 contains 7816 members 
Mstep: Class 49 contains 28151 members 
Mstep: Class 50 contains 283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147497600.000000 Penalty: 173451.093750
Iteration 101Q: 51 clusters Score -1.474976e+08 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 24223 members 
Mstep: Class 2 contains 6372 members 
Mstep: Class 3 contains 2020 members 
Mstep: Class 4 contains 224842 members 
Mstep: Class 5 contains 4151 members 
Mstep: Class 6 contains 2332 members 
Mstep: Class 7 contains 9397 members 
Mstep: Class 8 contains 12064 members 
Mstep: Class 9 contains 7613 members 
Mstep: Class 10 contains 27431 members 
Mstep: Class 11 contains 11107 members 
Mstep: Class 12 contains 1158 members 
Mstep: Class 13 contains 5746 members 
Mstep: Class 14 contains 37434 members 
Mstep: Class 15 contains 186882 members 
Mstep: Class 16 contains 23543 members 
Mstep: Class 17 contains 543 members 
Mstep: Class 18 contains 19020 members 
Mstep: Class 19 contains 166978 members 
Mstep: Class 20 contains 57850 members 
Mstep: Class 21 contains 2611 members 
Mstep: Class 22 contains 2916 members 
Mstep: Class 23 contains 4443 members 
Mstep: Class 24 contains 4359 members 
Mstep: Class 25 contains 44510 members 
Mstep: Class 26 contains 59895 members 
Mstep: Class 27 contains 42944 members 
Mstep: Class 28 contains 1631 members 
Mstep: Class 29 contains 44493 members 
Mstep: Class 30 contains 12107 members 
Mstep: Class 31 contains 5162 members 
Mstep: Class 32 contains 490 members 
Mstep: Class 33 contains 8877 members 
Mstep: Class 34 contains 842 members 
Mstep: Class 35 contains 3438 members 
Mstep: Class 36 contains 7804 members 
Mstep: Class 37 contains 4179 members 
Mstep: Class 38 contains 1006 members 
Mstep: Class 39 contains 4975 members 
Mstep: Class 40 contains 16477 members 
Mstep: Class 41 contains 417 members 
Mstep: Class 42 contains 4473 members 
Mstep: Class 43 contains 2841 members 
Mstep: Class 44 contains 7412 members 
Mstep: Class 45 contains 18461 members 
Mstep: Class 46 contains 13450 members 
Mstep: Class 47 contains 1044 members 
Mstep: Class 48 contains 7837 members 
Mstep: Class 49 contains 28126 members 
Mstep: Class 50 contains 279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147497696.000000 Penalty: 173451.093750
Iteration 102Q: 51 clusters Score -1.474977e+08 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 24193 members 
Mstep: Class 2 contains 6396 members 
Mstep: Class 3 contains 2044 members 
Mstep: Class 4 contains 224832 members 
Mstep: Class 5 contains 4151 members 
Mstep: Class 6 contains 2343 members 
Mstep: Class 7 contains 9425 members 
Mstep: Class 8 contains 12122 members 
Mstep: Class 9 contains 7610 members 
Mstep: Class 10 contains 27429 members 
Mstep: Class 11 contains 11113 members 
Mstep: Class 12 contains 1165 members 
Mstep: Class 13 contains 5749 members 
Mstep: Class 14 contains 37363 members 
Mstep: Class 15 contains 186775 members 
Mstep: Class 16 contains 23537 members 
Mstep: Class 17 contains 543 members 
Mstep: Class 18 contains 18999 members 
Mstep: Class 19 contains 166804 members 
Mstep: Class 20 contains 57820 members 
Mstep: Class 21 contains 2608 members 
Mstep: Class 22 contains 2892 members 
Mstep: Class 23 contains 4442 members 
Mstep: Class 24 contains 4404 members 
Mstep: Class 25 contains 44510 members 
Mstep: Class 26 contains 59901 members 
Mstep: Class 27 contains 42885 members 
Mstep: Class 28 contains 1631 members 
Mstep: Class 29 contains 44524 members 
Mstep: Class 30 contains 12114 members 
Mstep: Class 31 contains 5194 members 
Mstep: Class 32 contains 491 members 
Mstep: Class 33 contains 8864 members 
Mstep: Class 34 contains 842 members 
Mstep: Class 35 contains 3435 members 
Mstep: Class 36 contains 7829 members 
Mstep: Class 37 contains 4186 members 
Mstep: Class 38 contains 1007 members 
Mstep: Class 39 contains 4961 members 
Mstep: Class 40 contains 16609 members 
Mstep: Class 41 contains 415 members 
Mstep: Class 42 contains 4476 members 
Mstep: Class 43 contains 2859 members 
Mstep: Class 44 contains 7404 members 
Mstep: Class 45 contains 18525 members 
Mstep: Class 46 contains 13502 members 
Mstep: Class 47 contains 1044 members 
Mstep: Class 48 contains 7862 members 
Mstep: Class 49 contains 28096 members 
Mstep: Class 50 contains 280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147498208.000000 Penalty: 173451.093750
Iteration 103Q: 51 clusters Score -1.474982e+08 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 24158 members 
Mstep: Class 2 contains 6410 members 
Mstep: Class 3 contains 2054 members 
Mstep: Class 4 contains 224837 members 
Mstep: Class 5 contains 4151 members 
Mstep: Class 6 contains 2353 members 
Mstep: Class 7 contains 9447 members 
Mstep: Class 8 contains 12170 members 
Mstep: Class 9 contains 7609 members 
Mstep: Class 10 contains 27431 members 
Mstep: Class 11 contains 11121 members 
Mstep: Class 12 contains 1171 members 
Mstep: Class 13 contains 5747 members 
Mstep: Class 14 contains 37277 members 
Mstep: Class 15 contains 186669 members 
Mstep: Class 16 contains 23529 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 18975 members 
Mstep: Class 19 contains 166657 members 
Mstep: Class 20 contains 57801 members 
Mstep: Class 21 contains 2597 members 
Mstep: Class 22 contains 2870 members 
Mstep: Class 23 contains 4442 members 
Mstep: Class 24 contains 4443 members 
Mstep: Class 25 contains 44505 members 
Mstep: Class 26 contains 59897 members 
Mstep: Class 27 contains 42836 members 
Mstep: Class 28 contains 1631 members 
Mstep: Class 29 contains 44561 members 
Mstep: Class 30 contains 12115 members 
Mstep: Class 31 contains 5222 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8852 members 
Mstep: Class 34 contains 844 members 
Mstep: Class 35 contains 3431 members 
Mstep: Class 36 contains 7847 members 
Mstep: Class 37 contains 4188 members 
Mstep: Class 38 contains 1006 members 
Mstep: Class 39 contains 4953 members 
Mstep: Class 40 contains 16742 members 
Mstep: Class 41 contains 415 members 
Mstep: Class 42 contains 4478 members 
Mstep: Class 43 contains 2884 members 
Mstep: Class 44 contains 7409 members 
Mstep: Class 45 contains 18591 members 
Mstep: Class 46 contains 13557 members 
Mstep: Class 47 contains 1044 members 
Mstep: Class 48 contains 7895 members 
Mstep: Class 49 contains 28069 members 
Mstep: Class 50 contains 280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147498304.000000 Penalty: 173451.093750
Iteration 104Q: 51 clusters Score -1.474983e+08 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 24131 members 
Mstep: Class 2 contains 6427 members 
Mstep: Class 3 contains 2056 members 
Mstep: Class 4 contains 224835 members 
Mstep: Class 5 contains 4151 members 
Mstep: Class 6 contains 2362 members 
Mstep: Class 7 contains 9474 members 
Mstep: Class 8 contains 12239 members 
Mstep: Class 9 contains 7607 members 
Mstep: Class 10 contains 27426 members 
Mstep: Class 11 contains 11132 members 
Mstep: Class 12 contains 1173 members 
Mstep: Class 13 contains 5740 members 
Mstep: Class 14 contains 37216 members 
Mstep: Class 15 contains 186539 members 
Mstep: Class 16 contains 23523 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 18963 members 
Mstep: Class 19 contains 166490 members 
Mstep: Class 20 contains 57776 members 
Mstep: Class 21 contains 2577 members 
Mstep: Class 22 contains 2863 members 
Mstep: Class 23 contains 4448 members 
Mstep: Class 24 contains 4481 members 
Mstep: Class 25 contains 44503 members 
Mstep: Class 26 contains 59901 members 
Mstep: Class 27 contains 42774 members 
Mstep: Class 28 contains 1633 members 
Mstep: Class 29 contains 44586 members 
Mstep: Class 30 contains 12114 members 
Mstep: Class 31 contains 5243 members 
Mstep: Class 32 contains 493 members 
Mstep: Class 33 contains 8841 members 
Mstep: Class 34 contains 845 members 
Mstep: Class 35 contains 3427 members 
Mstep: Class 36 contains 7879 members 
Mstep: Class 37 contains 4193 members 
Mstep: Class 38 contains 1007 members 
Mstep: Class 39 contains 4946 members 
Mstep: Class 40 contains 16869 members 
Mstep: Class 41 contains 414 members 
Mstep: Class 42 contains 4480 members 
Mstep: Class 43 contains 2918 members 
Mstep: Class 44 contains 7408 members 
Mstep: Class 45 contains 18647 members 
Mstep: Class 46 contains 13606 members 
Mstep: Class 47 contains 1044 members 
Mstep: Class 48 contains 7943 members 
Mstep: Class 49 contains 28040 members 
Mstep: Class 50 contains 280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147498400.000000 Penalty: 173451.093750
Iteration 105Q: 51 clusters Score -1.474984e+08 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 24101 members 
Mstep: Class 2 contains 6439 members 
Mstep: Class 3 contains 2055 members 
Mstep: Class 4 contains 224843 members 
Mstep: Class 5 contains 4151 members 
Mstep: Class 6 contains 2373 members 
Mstep: Class 7 contains 9499 members 
Mstep: Class 8 contains 12330 members 
Mstep: Class 9 contains 7604 members 
Mstep: Class 10 contains 27424 members 
Mstep: Class 11 contains 11135 members 
Mstep: Class 12 contains 1180 members 
Mstep: Class 13 contains 5745 members 
Mstep: Class 14 contains 37157 members 
Mstep: Class 15 contains 186374 members 
Mstep: Class 16 contains 23515 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 18942 members 
Mstep: Class 19 contains 166348 members 
Mstep: Class 20 contains 57737 members 
Mstep: Class 21 contains 2557 members 
Mstep: Class 22 contains 2852 members 
Mstep: Class 23 contains 4449 members 
Mstep: Class 24 contains 4519 members 
Mstep: Class 25 contains 44494 members 
Mstep: Class 26 contains 59904 members 
Mstep: Class 27 contains 42725 members 
Mstep: Class 28 contains 1633 members 
Mstep: Class 29 contains 44600 members 
Mstep: Class 30 contains 12120 members 
Mstep: Class 31 contains 5274 members 
Mstep: Class 32 contains 493 members 
Mstep: Class 33 contains 8829 members 
Mstep: Class 34 contains 846 members 
Mstep: Class 35 contains 3427 members 
Mstep: Class 36 contains 7890 members 
Mstep: Class 37 contains 4196 members 
Mstep: Class 38 contains 1007 members 
Mstep: Class 39 contains 4940 members 
Mstep: Class 40 contains 17020 members 
Mstep: Class 41 contains 414 members 
Mstep: Class 42 contains 4480 members 
Mstep: Class 43 contains 2956 members 
Mstep: Class 44 contains 7412 members 
Mstep: Class 45 contains 18730 members 
Mstep: Class 46 contains 13638 members 
Mstep: Class 47 contains 1044 members 
Mstep: Class 48 contains 7984 members 
Mstep: Class 49 contains 27998 members 
Mstep: Class 50 contains 280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147498512.000000 Penalty: 173451.093750
Iteration 106Q: 51 clusters Score -1.474985e+08 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 24072 members 
Mstep: Class 2 contains 6456 members 
Mstep: Class 3 contains 2054 members 
Mstep: Class 4 contains 224819 members 
Mstep: Class 5 contains 4151 members 
Mstep: Class 6 contains 2386 members 
Mstep: Class 7 contains 9516 members 
Mstep: Class 8 contains 12404 members 
Mstep: Class 9 contains 7605 members 
Mstep: Class 10 contains 27429 members 
Mstep: Class 11 contains 11138 members 
Mstep: Class 12 contains 1187 members 
Mstep: Class 13 contains 5749 members 
Mstep: Class 14 contains 37099 members 
Mstep: Class 15 contains 186244 members 
Mstep: Class 16 contains 23509 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 18929 members 
Mstep: Class 19 contains 166213 members 
Mstep: Class 20 contains 57693 members 
Mstep: Class 21 contains 2519 members 
Mstep: Class 22 contains 2844 members 
Mstep: Class 23 contains 4447 members 
Mstep: Class 24 contains 4544 members 
Mstep: Class 25 contains 44495 members 
Mstep: Class 26 contains 59913 members 
Mstep: Class 27 contains 42670 members 
Mstep: Class 28 contains 1633 members 
Mstep: Class 29 contains 44632 members 
Mstep: Class 30 contains 12126 members 
Mstep: Class 31 contains 5310 members 
Mstep: Class 32 contains 493 members 
Mstep: Class 33 contains 8811 members 
Mstep: Class 34 contains 848 members 
Mstep: Class 35 contains 3427 members 
Mstep: Class 36 contains 7916 members 
Mstep: Class 37 contains 4197 members 
Mstep: Class 38 contains 1008 members 
Mstep: Class 39 contains 4937 members 
Mstep: Class 40 contains 17149 members 
Mstep: Class 41 contains 414 members 
Mstep: Class 42 contains 4479 members 
Mstep: Class 43 contains 3011 members 
Mstep: Class 44 contains 7411 members 
Mstep: Class 45 contains 18802 members 
Mstep: Class 46 contains 13666 members 
Mstep: Class 47 contains 1044 members 
Mstep: Class 48 contains 8014 members 
Mstep: Class 49 contains 27970 members 
Mstep: Class 50 contains 280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147499088.000000 Penalty: 173451.093750
Iteration 107Q: 51 clusters Score -1.474991e+08 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 24038 members 
Mstep: Class 2 contains 6466 members 
Mstep: Class 3 contains 2055 members 
Mstep: Class 4 contains 224787 members 
Mstep: Class 5 contains 4151 members 
Mstep: Class 6 contains 2397 members 
Mstep: Class 7 contains 9527 members 
Mstep: Class 8 contains 12518 members 
Mstep: Class 9 contains 7603 members 
Mstep: Class 10 contains 27434 members 
Mstep: Class 11 contains 11138 members 
Mstep: Class 12 contains 1187 members 
Mstep: Class 13 contains 5761 members 
Mstep: Class 14 contains 37063 members 
Mstep: Class 15 contains 186117 members 
Mstep: Class 16 contains 23506 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 18913 members 
Mstep: Class 19 contains 166057 members 
Mstep: Class 20 contains 57668 members 
Mstep: Class 21 contains 2442 members 
Mstep: Class 22 contains 2844 members 
Mstep: Class 23 contains 4447 members 
Mstep: Class 24 contains 4572 members 
Mstep: Class 25 contains 44502 members 
Mstep: Class 26 contains 59914 members 
Mstep: Class 27 contains 42628 members 
Mstep: Class 28 contains 1634 members 
Mstep: Class 29 contains 44651 members 
Mstep: Class 30 contains 12131 members 
Mstep: Class 31 contains 5334 members 
Mstep: Class 32 contains 493 members 
Mstep: Class 33 contains 8792 members 
Mstep: Class 34 contains 848 members 
Mstep: Class 35 contains 3428 members 
Mstep: Class 36 contains 7919 members 
Mstep: Class 37 contains 4199 members 
Mstep: Class 38 contains 1008 members 
Mstep: Class 39 contains 4931 members 
Mstep: Class 40 contains 17270 members 
Mstep: Class 41 contains 414 members 
Mstep: Class 42 contains 4480 members 
Mstep: Class 43 contains 3109 members 
Mstep: Class 44 contains 7409 members 
Mstep: Class 45 contains 18875 members 
Mstep: Class 46 contains 13681 members 
Mstep: Class 47 contains 1044 members 
Mstep: Class 48 contains 8050 members 
Mstep: Class 49 contains 27948 members 
Mstep: Class 50 contains 280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147499584.000000 Penalty: 173451.093750
Iteration 108Q: 51 clusters Score -1.474996e+08 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 24008 members 
Mstep: Class 2 contains 6478 members 
Mstep: Class 3 contains 2059 members 
Mstep: Class 4 contains 224792 members 
Mstep: Class 5 contains 4151 members 
Mstep: Class 6 contains 2402 members 
Mstep: Class 7 contains 9542 members 
Mstep: Class 8 contains 12611 members 
Mstep: Class 9 contains 7600 members 
Mstep: Class 10 contains 27432 members 
Mstep: Class 11 contains 11141 members 
Mstep: Class 12 contains 1187 members 
Mstep: Class 13 contains 5763 members 
Mstep: Class 14 contains 37032 members 
Mstep: Class 15 contains 186023 members 
Mstep: Class 16 contains 23497 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 18898 members 
Mstep: Class 19 contains 165871 members 
Mstep: Class 20 contains 57620 members 
Mstep: Class 21 contains 2404 members 
Mstep: Class 22 contains 2840 members 
Mstep: Class 23 contains 4447 members 
Mstep: Class 24 contains 4602 members 
Mstep: Class 25 contains 44506 members 
Mstep: Class 26 contains 59918 members 
Mstep: Class 27 contains 42580 members 
Mstep: Class 28 contains 1632 members 
Mstep: Class 29 contains 44699 members 
Mstep: Class 30 contains 12138 members 
Mstep: Class 31 contains 5359 members 
Mstep: Class 32 contains 493 members 
Mstep: Class 33 contains 8778 members 
Mstep: Class 34 contains 848 members 
Mstep: Class 35 contains 3428 members 
Mstep: Class 36 contains 7921 members 
Mstep: Class 37 contains 4202 members 
Mstep: Class 38 contains 1008 members 
Mstep: Class 39 contains 4930 members 
Mstep: Class 40 contains 17365 members 
Mstep: Class 41 contains 414 members 
Mstep: Class 42 contains 4478 members 
Mstep: Class 43 contains 3181 members 
Mstep: Class 44 contains 7411 members 
Mstep: Class 45 contains 18957 members 
Mstep: Class 46 contains 13692 members 
Mstep: Class 47 contains 1044 members 
Mstep: Class 48 contains 8073 members 
Mstep: Class 49 contains 27928 members 
Mstep: Class 50 contains 280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147499776.000000 Penalty: 173451.093750
Iteration 109Q: 51 clusters Score -1.474998e+08 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 23975 members 
Mstep: Class 2 contains 6480 members 
Mstep: Class 3 contains 2065 members 
Mstep: Class 4 contains 224800 members 
Mstep: Class 5 contains 4151 members 
Mstep: Class 6 contains 2407 members 
Mstep: Class 7 contains 9558 members 
Mstep: Class 8 contains 12721 members 
Mstep: Class 9 contains 7598 members 
Mstep: Class 10 contains 27432 members 
Mstep: Class 11 contains 11142 members 
Mstep: Class 12 contains 1188 members 
Mstep: Class 13 contains 5771 members 
Mstep: Class 14 contains 36997 members 
Mstep: Class 15 contains 185912 members 
Mstep: Class 16 contains 23485 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 18877 members 
Mstep: Class 19 contains 165720 members 
Mstep: Class 20 contains 57584 members 
Mstep: Class 21 contains 2413 members 
Mstep: Class 22 contains 2832 members 
Mstep: Class 23 contains 4449 members 
Mstep: Class 24 contains 4624 members 
Mstep: Class 25 contains 44510 members 
Mstep: Class 26 contains 59930 members 
Mstep: Class 27 contains 42523 members 
Mstep: Class 28 contains 1632 members 
Mstep: Class 29 contains 44712 members 
Mstep: Class 30 contains 12145 members 
Mstep: Class 31 contains 5381 members 
Mstep: Class 32 contains 493 members 
Mstep: Class 33 contains 8765 members 
Mstep: Class 34 contains 848 members 
Mstep: Class 35 contains 3429 members 
Mstep: Class 36 contains 7932 members 
Mstep: Class 37 contains 4204 members 
Mstep: Class 38 contains 1009 members 
Mstep: Class 39 contains 4932 members 
Mstep: Class 40 contains 17454 members 
Mstep: Class 41 contains 414 members 
Mstep: Class 42 contains 4477 members 
Mstep: Class 43 contains 3220 members 
Mstep: Class 44 contains 7411 members 
Mstep: Class 45 contains 19034 members 
Mstep: Class 46 contains 13699 members 
Mstep: Class 47 contains 1044 members 
Mstep: Class 48 contains 8105 members 
Mstep: Class 49 contains 27899 members 
Mstep: Class 50 contains 280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147500064.000000 Penalty: 173451.093750
Iteration 110Q: 51 clusters Score -1.475001e+08 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 23939 members 
Mstep: Class 2 contains 6490 members 
Mstep: Class 3 contains 2070 members 
Mstep: Class 4 contains 224769 members 
Mstep: Class 5 contains 4151 members 
Mstep: Class 6 contains 2416 members 
Mstep: Class 7 contains 9575 members 
Mstep: Class 8 contains 12826 members 
Mstep: Class 9 contains 7601 members 
Mstep: Class 10 contains 27435 members 
Mstep: Class 11 contains 11144 members 
Mstep: Class 12 contains 1186 members 
Mstep: Class 13 contains 5777 members 
Mstep: Class 14 contains 36967 members 
Mstep: Class 15 contains 185832 members 
Mstep: Class 16 contains 23482 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 18852 members 
Mstep: Class 19 contains 165594 members 
Mstep: Class 20 contains 57544 members 
Mstep: Class 21 contains 2419 members 
Mstep: Class 22 contains 2830 members 
Mstep: Class 23 contains 4450 members 
Mstep: Class 24 contains 4647 members 
Mstep: Class 25 contains 44511 members 
Mstep: Class 26 contains 59945 members 
Mstep: Class 27 contains 42463 members 
Mstep: Class 28 contains 1632 members 
Mstep: Class 29 contains 44718 members 
Mstep: Class 30 contains 12150 members 
Mstep: Class 31 contains 5395 members 
Mstep: Class 32 contains 493 members 
Mstep: Class 33 contains 8754 members 
Mstep: Class 34 contains 849 members 
Mstep: Class 35 contains 3431 members 
Mstep: Class 36 contains 7944 members 
Mstep: Class 37 contains 4205 members 
Mstep: Class 38 contains 1008 members 
Mstep: Class 39 contains 4928 members 
Mstep: Class 40 contains 17538 members 
Mstep: Class 41 contains 414 members 
Mstep: Class 42 contains 4479 members 
Mstep: Class 43 contains 3244 members 
Mstep: Class 44 contains 7410 members 
Mstep: Class 45 contains 19101 members 
Mstep: Class 46 contains 13711 members 
Mstep: Class 47 contains 1044 members 
Mstep: Class 48 contains 8144 members 
Mstep: Class 49 contains 27876 members 
Mstep: Class 50 contains 280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147499968.000000 Penalty: 173451.093750
Iteration 111Q: 51 clusters Score -1.475e+08 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 23903 members 
Mstep: Class 2 contains 6501 members 
Mstep: Class 3 contains 2073 members 
Mstep: Class 4 contains 224731 members 
Mstep: Class 5 contains 4151 members 
Mstep: Class 6 contains 2421 members 
Mstep: Class 7 contains 9591 members 
Mstep: Class 8 contains 12938 members 
Mstep: Class 9 contains 7606 members 
Mstep: Class 10 contains 27437 members 
Mstep: Class 11 contains 11149 members 
Mstep: Class 12 contains 1186 members 
Mstep: Class 13 contains 5786 members 
Mstep: Class 14 contains 36936 members 
Mstep: Class 15 contains 185746 members 
Mstep: Class 16 contains 23481 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 18839 members 
Mstep: Class 19 contains 165462 members 
Mstep: Class 20 contains 57494 members 
Mstep: Class 21 contains 2425 members 
Mstep: Class 22 contains 2829 members 
Mstep: Class 23 contains 4451 members 
Mstep: Class 24 contains 4663 members 
Mstep: Class 25 contains 44516 members 
Mstep: Class 26 contains 59945 members 
Mstep: Class 27 contains 42393 members 
Mstep: Class 28 contains 1632 members 
Mstep: Class 29 contains 44746 members 
Mstep: Class 30 contains 12158 members 
Mstep: Class 31 contains 5411 members 
Mstep: Class 32 contains 493 members 
Mstep: Class 33 contains 8739 members 
Mstep: Class 34 contains 849 members 
Mstep: Class 35 contains 3432 members 
Mstep: Class 36 contains 7942 members 
Mstep: Class 37 contains 4204 members 
Mstep: Class 38 contains 1007 members 
Mstep: Class 39 contains 4924 members 
Mstep: Class 40 contains 17635 members 
Mstep: Class 41 contains 414 members 
Mstep: Class 42 contains 4480 members 
Mstep: Class 43 contains 3270 members 
Mstep: Class 44 contains 7409 members 
Mstep: Class 45 contains 19193 members 
Mstep: Class 46 contains 13720 members 
Mstep: Class 47 contains 1044 members 
Mstep: Class 48 contains 8174 members 
Mstep: Class 49 contains 27854 members 
Mstep: Class 50 contains 280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147500304.000000 Penalty: 173451.093750
Iteration 112Q: 51 clusters Score -1.475003e+08 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 23873 members 
Mstep: Class 2 contains 6525 members 
Mstep: Class 3 contains 2078 members 
Mstep: Class 4 contains 224701 members 
Mstep: Class 5 contains 4151 members 
Mstep: Class 6 contains 2429 members 
Mstep: Class 7 contains 9604 members 
Mstep: Class 8 contains 13039 members 
Mstep: Class 9 contains 7609 members 
Mstep: Class 10 contains 27439 members 
Mstep: Class 11 contains 11147 members 
Mstep: Class 12 contains 1186 members 
Mstep: Class 13 contains 5790 members 
Mstep: Class 14 contains 36908 members 
Mstep: Class 15 contains 185617 members 
Mstep: Class 16 contains 23477 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 18820 members 
Mstep: Class 19 contains 165342 members 
Mstep: Class 20 contains 57482 members 
Mstep: Class 21 contains 2429 members 
Mstep: Class 22 contains 2826 members 
Mstep: Class 23 contains 4451 members 
Mstep: Class 24 contains 4681 members 
Mstep: Class 25 contains 44510 members 
Mstep: Class 26 contains 59955 members 
Mstep: Class 27 contains 42331 members 
Mstep: Class 28 contains 1632 members 
Mstep: Class 29 contains 44754 members 
Mstep: Class 30 contains 12163 members 
Mstep: Class 31 contains 5427 members 
Mstep: Class 32 contains 493 members 
Mstep: Class 33 contains 8729 members 
Mstep: Class 34 contains 849 members 
Mstep: Class 35 contains 3433 members 
Mstep: Class 36 contains 7953 members 
Mstep: Class 37 contains 4205 members 
Mstep: Class 38 contains 1008 members 
Mstep: Class 39 contains 4919 members 
Mstep: Class 40 contains 17740 members 
Mstep: Class 41 contains 414 members 
Mstep: Class 42 contains 4481 members 
Mstep: Class 43 contains 3293 members 
Mstep: Class 44 contains 7406 members 
Mstep: Class 45 contains 19254 members 
Mstep: Class 46 contains 13738 members 
Mstep: Class 47 contains 1044 members 
Mstep: Class 48 contains 8214 members 
Mstep: Class 49 contains 27834 members 
Mstep: Class 50 contains 280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147500368.000000 Penalty: 173451.093750
Iteration 113Q: 51 clusters Score -1.475004e+08 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 23849 members 
Mstep: Class 2 contains 6560 members 
Mstep: Class 3 contains 2086 members 
Mstep: Class 4 contains 224683 members 
Mstep: Class 5 contains 4151 members 
Mstep: Class 6 contains 2432 members 
Mstep: Class 7 contains 9607 members 
Mstep: Class 8 contains 13109 members 
Mstep: Class 9 contains 7610 members 
Mstep: Class 10 contains 27443 members 
Mstep: Class 11 contains 11149 members 
Mstep: Class 12 contains 1185 members 
Mstep: Class 13 contains 5794 members 
Mstep: Class 14 contains 36888 members 
Mstep: Class 15 contains 185489 members 
Mstep: Class 16 contains 23476 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 18805 members 
Mstep: Class 19 contains 165229 members 
Mstep: Class 20 contains 57457 members 
Mstep: Class 21 contains 2432 members 
Mstep: Class 22 contains 2819 members 
Mstep: Class 23 contains 4451 members 
Mstep: Class 24 contains 4698 members 
Mstep: Class 25 contains 44509 members 
Mstep: Class 26 contains 59964 members 
Mstep: Class 27 contains 42271 members 
Mstep: Class 28 contains 1632 members 
Mstep: Class 29 contains 44791 members 
Mstep: Class 30 contains 12165 members 
Mstep: Class 31 contains 5447 members 
Mstep: Class 32 contains 493 members 
Mstep: Class 33 contains 8717 members 
Mstep: Class 34 contains 849 members 
Mstep: Class 35 contains 3434 members 
Mstep: Class 36 contains 7963 members 
Mstep: Class 37 contains 4208 members 
Mstep: Class 38 contains 1007 members 
Mstep: Class 39 contains 4913 members 
Mstep: Class 40 contains 17839 members 
Mstep: Class 41 contains 414 members 
Mstep: Class 42 contains 4481 members 
Mstep: Class 43 contains 3312 members 
Mstep: Class 44 contains 7407 members 
Mstep: Class 45 contains 19315 members 
Mstep: Class 46 contains 13759 members 
Mstep: Class 47 contains 1044 members 
Mstep: Class 48 contains 8235 members 
Mstep: Class 49 contains 27812 members 
Mstep: Class 50 contains 280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147500512.000000 Penalty: 173451.093750
Iteration 114Q: 51 clusters Score -1.475005e+08 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 23819 members 
Mstep: Class 2 contains 6590 members 
Mstep: Class 3 contains 2092 members 
Mstep: Class 4 contains 224657 members 
Mstep: Class 5 contains 4151 members 
Mstep: Class 6 contains 2433 members 
Mstep: Class 7 contains 9617 members 
Mstep: Class 8 contains 13176 members 
Mstep: Class 9 contains 7612 members 
Mstep: Class 10 contains 27445 members 
Mstep: Class 11 contains 11148 members 
Mstep: Class 12 contains 1185 members 
Mstep: Class 13 contains 5794 members 
Mstep: Class 14 contains 36861 members 
Mstep: Class 15 contains 185397 members 
Mstep: Class 16 contains 23473 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 18794 members 
Mstep: Class 19 contains 165102 members 
Mstep: Class 20 contains 57429 members 
Mstep: Class 21 contains 2434 members 
Mstep: Class 22 contains 2814 members 
Mstep: Class 23 contains 4450 members 
Mstep: Class 24 contains 4718 members 
Mstep: Class 25 contains 44504 members 
Mstep: Class 26 contains 59979 members 
Mstep: Class 27 contains 42232 members 
Mstep: Class 28 contains 1632 members 
Mstep: Class 29 contains 44822 members 
Mstep: Class 30 contains 12171 members 
Mstep: Class 31 contains 5467 members 
Mstep: Class 32 contains 493 members 
Mstep: Class 33 contains 8707 members 
Mstep: Class 34 contains 849 members 
Mstep: Class 35 contains 3435 members 
Mstep: Class 36 contains 7974 members 
Mstep: Class 37 contains 4209 members 
Mstep: Class 38 contains 1008 members 
Mstep: Class 39 contains 4906 members 
Mstep: Class 40 contains 17920 members 
Mstep: Class 41 contains 414 members 
Mstep: Class 42 contains 4481 members 
Mstep: Class 43 contains 3338 members 
Mstep: Class 44 contains 7405 members 
Mstep: Class 45 contains 19374 members 
Mstep: Class 46 contains 13777 members 
Mstep: Class 47 contains 1044 members 
Mstep: Class 48 contains 8258 members 
Mstep: Class 49 contains 27793 members 
Mstep: Class 50 contains 280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147500496.000000 Penalty: 173451.093750
Iteration 115Q: 51 clusters Score -1.475005e+08 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 23790 members 
Mstep: Class 2 contains 6618 members 
Mstep: Class 3 contains 2099 members 
Mstep: Class 4 contains 224638 members 
Mstep: Class 5 contains 4151 members 
Mstep: Class 6 contains 2437 members 
Mstep: Class 7 contains 9621 members 
Mstep: Class 8 contains 13245 members 
Mstep: Class 9 contains 7615 members 
Mstep: Class 10 contains 27445 members 
Mstep: Class 11 contains 11148 members 
Mstep: Class 12 contains 1185 members 
Mstep: Class 13 contains 5800 members 
Mstep: Class 14 contains 36832 members 
Mstep: Class 15 contains 185305 members 
Mstep: Class 16 contains 23471 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 18782 members 
Mstep: Class 19 contains 165005 members 
Mstep: Class 20 contains 57403 members 
Mstep: Class 21 contains 2435 members 
Mstep: Class 22 contains 2813 members 
Mstep: Class 23 contains 4451 members 
Mstep: Class 24 contains 4739 members 
Mstep: Class 25 contains 44501 members 
Mstep: Class 26 contains 59989 members 
Mstep: Class 27 contains 42185 members 
Mstep: Class 28 contains 1632 members 
Mstep: Class 29 contains 44842 members 
Mstep: Class 30 contains 12176 members 
Mstep: Class 31 contains 5490 members 
Mstep: Class 32 contains 493 members 
Mstep: Class 33 contains 8697 members 
Mstep: Class 34 contains 849 members 
Mstep: Class 35 contains 3433 members 
Mstep: Class 36 contains 7983 members 
Mstep: Class 37 contains 4210 members 
Mstep: Class 38 contains 1006 members 
Mstep: Class 39 contains 4903 members 
Mstep: Class 40 contains 17992 members 
Mstep: Class 41 contains 414 members 
Mstep: Class 42 contains 4483 members 
Mstep: Class 43 contains 3365 members 
Mstep: Class 44 contains 7401 members 
Mstep: Class 45 contains 19431 members 
Mstep: Class 46 contains 13790 members 
Mstep: Class 47 contains 1044 members 
Mstep: Class 48 contains 8277 members 
Mstep: Class 49 contains 27769 members 
Mstep: Class 50 contains 280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147500480.000000 Penalty: 173451.093750
Iteration 116Q: 51 clusters Score -1.475005e+08 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 23761 members 
Mstep: Class 2 contains 6652 members 
Mstep: Class 3 contains 2101 members 
Mstep: Class 4 contains 224624 members 
Mstep: Class 5 contains 4151 members 
Mstep: Class 6 contains 2442 members 
Mstep: Class 7 contains 9629 members 
Mstep: Class 8 contains 13289 members 
Mstep: Class 9 contains 7619 members 
Mstep: Class 10 contains 27443 members 
Mstep: Class 11 contains 11151 members 
Mstep: Class 12 contains 1188 members 
Mstep: Class 13 contains 5805 members 
Mstep: Class 14 contains 36797 members 
Mstep: Class 15 contains 185215 members 
Mstep: Class 16 contains 23465 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 18760 members 
Mstep: Class 19 contains 164897 members 
Mstep: Class 20 contains 57383 members 
Mstep: Class 21 contains 2438 members 
Mstep: Class 22 contains 2807 members 
Mstep: Class 23 contains 4451 members 
Mstep: Class 24 contains 4752 members 
Mstep: Class 25 contains 44497 members 
Mstep: Class 26 contains 60006 members 
Mstep: Class 27 contains 42146 members 
Mstep: Class 28 contains 1632 members 
Mstep: Class 29 contains 44886 members 
Mstep: Class 30 contains 12175 members 
Mstep: Class 31 contains 5519 members 
Mstep: Class 32 contains 493 members 
Mstep: Class 33 contains 8686 members 
Mstep: Class 34 contains 849 members 
Mstep: Class 35 contains 3434 members 
Mstep: Class 36 contains 7997 members 
Mstep: Class 37 contains 4210 members 
Mstep: Class 38 contains 1007 members 
Mstep: Class 39 contains 4900 members 
Mstep: Class 40 contains 18061 members 
Mstep: Class 41 contains 414 members 
Mstep: Class 42 contains 4482 members 
Mstep: Class 43 contains 3380 members 
Mstep: Class 44 contains 7401 members 
Mstep: Class 45 contains 19497 members 
Mstep: Class 46 contains 13807 members 
Mstep: Class 47 contains 1044 members 
Mstep: Class 48 contains 8292 members 
Mstep: Class 49 contains 27748 members 
Mstep: Class 50 contains 280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147500400.000000 Penalty: 173451.093750
Iteration 117Q: 51 clusters Score -1.475004e+08 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 23740 members 
Mstep: Class 2 contains 6680 members 
Mstep: Class 3 contains 2102 members 
Mstep: Class 4 contains 224600 members 
Mstep: Class 5 contains 4151 members 
Mstep: Class 6 contains 2445 members 
Mstep: Class 7 contains 9637 members 
Mstep: Class 8 contains 13315 members 
Mstep: Class 9 contains 7624 members 
Mstep: Class 10 contains 27442 members 
Mstep: Class 11 contains 11155 members 
Mstep: Class 12 contains 1187 members 
Mstep: Class 13 contains 5805 members 
Mstep: Class 14 contains 36768 members 
Mstep: Class 15 contains 185129 members 
Mstep: Class 16 contains 23464 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 18745 members 
Mstep: Class 19 contains 164808 members 
Mstep: Class 20 contains 57369 members 
Mstep: Class 21 contains 2442 members 
Mstep: Class 22 contains 2808 members 
Mstep: Class 23 contains 4452 members 
Mstep: Class 24 contains 4767 members 
Mstep: Class 25 contains 44499 members 
Mstep: Class 26 contains 60020 members 
Mstep: Class 27 contains 42100 members 
Mstep: Class 28 contains 1632 members 
Mstep: Class 29 contains 44953 members 
Mstep: Class 30 contains 12176 members 
Mstep: Class 31 contains 5552 members 
Mstep: Class 32 contains 493 members 
Mstep: Class 33 contains 8681 members 
Mstep: Class 34 contains 849 members 
Mstep: Class 35 contains 3432 members 
Mstep: Class 36 contains 8012 members 
Mstep: Class 37 contains 4210 members 
Mstep: Class 38 contains 1008 members 
Mstep: Class 39 contains 4895 members 
Mstep: Class 40 contains 18112 members 
Mstep: Class 41 contains 414 members 
Mstep: Class 42 contains 4484 members 
Mstep: Class 43 contains 3391 members 
Mstep: Class 44 contains 7399 members 
Mstep: Class 45 contains 19538 members 
Mstep: Class 46 contains 13822 members 
Mstep: Class 47 contains 1044 members 
Mstep: Class 48 contains 8304 members 
Mstep: Class 49 contains 27728 members 
Mstep: Class 50 contains 280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147500400.000000 Penalty: 173451.093750
Iteration 118Q: 51 clusters Score -1.475004e+08 nChanged 957
Entering ConstructFrom: 
Score: -147500400.000000 Penalty: 173451.093750
Entering ConstructFrom: 
Trying to split cluster 1 (23711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23711 members 
Entering Unmasked Estep 
Score: -3071721.750000 Penalty: 2498.276123
	Iteration 0F: 2 clusters Score -3071722 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11885 members 
Mstep: Class 2 contains 11826 members 
Entering Unmasked Estep 
Score: -3055215.500000 Penalty: 4996.552246
	Iteration 0F: 3 clusters Score -3055216 nChanged 10587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11866 members 
Mstep: Class 2 contains 11845 members 
Entering Unmasked Estep 
Score: -3060910.750000 Penalty: 4996.552246
	Iteration 1F: 3 clusters Score -3060911 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11764 members 
Mstep: Class 2 contains 11947 members 
Entering Unmasked Estep 
Score: -3061309.000000 Penalty: 4996.552246
	Iteration 2Q: 3 clusters Score -3061309 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11581 members 
Mstep: Class 2 contains 12130 members 
Entering Unmasked Estep 
Score: -3061608.500000 Penalty: 4996.552246
	Iteration 3Q: 3 clusters Score -3061608 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11365 members 
Mstep: Class 2 contains 12346 members 
Entering Unmasked Estep 
Score: -3061891.750000 Penalty: 4996.552246
	Iteration 4Q: 3 clusters Score -3061892 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11039 members 
Mstep: Class 2 contains 12672 members 
Entering Unmasked Estep 
Score: -3062194.500000 Penalty: 4996.552246
	Iteration 5Q: 3 clusters Score -3062194 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10643 members 
Mstep: Class 2 contains 13068 members 
Entering Unmasked Estep 
Score: -3062523.500000 Penalty: 4996.552246
	Iteration 6Q: 3 clusters Score -3062524 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10161 members 
Mstep: Class 2 contains 13550 members 
Entering Unmasked Estep 
Score: -3062838.000000 Penalty: 4996.552246
	Iteration 7Q: 3 clusters Score -3062838 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 14176 members 
Entering Unmasked Estep 
Score: -3063262.750000 Penalty: 4996.552246
	Iteration 8Q: 3 clusters Score -3063263 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 14925 members 
Entering Unmasked Estep 
Score: -3063732.500000 Penalty: 4996.552246
	Iteration 9Q: 3 clusters Score -3063732 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 15792 members 
Entering Unmasked Estep 
Score: -3064305.500000 Penalty: 4996.552246
	Iteration 10Q: 3 clusters Score -3064306 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 16775 members 
Entering Unmasked Estep 
Score: -3064991.000000 Penalty: 4996.552246
	Iteration 11Q: 3 clusters Score -3064991 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 17792 members 
Entering Unmasked Estep 
Score: -3065742.750000 Penalty: 4996.552246
	Iteration 12Q: 3 clusters Score -3065743 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 18761 members 
Entering Unmasked Estep 
Score: -3066586.500000 Penalty: 4996.552246
	Iteration 13Q: 3 clusters Score -3066586 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 19560 members 
Entering Unmasked Estep 
Score: -3067369.000000 Penalty: 4996.552246
	Iteration 14Q: 3 clusters Score -3067369 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 20165 members 
Entering Unmasked Estep 
Score: -3068073.250000 Penalty: 4996.552246
	Iteration 15Q: 3 clusters Score -3068073 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 20594 members 
Entering Unmasked Estep 
Score: -3068533.750000 Penalty: 4996.552246
	Iteration 16Q: 3 clusters Score -3068534 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 20880 members 
Entering Unmasked Estep 
Score: -3068795.750000 Penalty: 4996.552246
	Iteration 17Q: 3 clusters Score -3068796 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 21072 members 
Entering Unmasked Estep 
Score: -3068945.750000 Penalty: 4996.552246
	Iteration 18Q: 3 clusters Score -3068946 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 21221 members 
Entering Unmasked Estep 
Score: -3069034.250000 Penalty: 4996.552246
	Iteration 19Q: 3 clusters Score -3069034 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 21357 members 
Entering Unmasked Estep 
Score: -3069118.250000 Penalty: 4996.552246
	Iteration 20F: 3 clusters Score -3069118 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 21473 members 
Entering Unmasked Estep 
Score: -3069159.250000 Penalty: 4996.552246
	Iteration 21Q: 3 clusters Score -3069159 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 21576 members 
Entering Unmasked Estep 
Score: -3069199.750000 Penalty: 4996.552246
	Iteration 22Q: 3 clusters Score -3069200 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 21644 members 
Entering Unmasked Estep 
Score: -3069227.250000 Penalty: 4996.552246
	Iteration 23Q: 3 clusters Score -3069227 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 21704 members 
Entering Unmasked Estep 
Score: -3069236.000000 Penalty: 4996.552246
	Iteration 24Q: 3 clusters Score -3069236 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 21761 members 
Entering Unmasked Estep 
Score: -3069256.500000 Penalty: 4996.552246
	Iteration 25Q: 3 clusters Score -3069256 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 21815 members 
Entering Unmasked Estep 
Score: -3069275.750000 Penalty: 4996.552246
	Iteration 26Q: 3 clusters Score -3069276 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 21859 members 
Entering Unmasked Estep 
Score: -3069281.500000 Penalty: 4996.552246
	Iteration 27Q: 3 clusters Score -3069282 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 21903 members 
Entering Unmasked Estep 
Score: -3069299.750000 Penalty: 4996.552246
	Iteration 28Q: 3 clusters Score -3069300 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 21951 members 
Entering Unmasked Estep 
Score: -3069316.500000 Penalty: 4996.552246
	Iteration 29Q: 3 clusters Score -3069316 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 21997 members 
Entering Unmasked Estep 
Score: -3069337.250000 Penalty: 4996.552246
	Iteration 30Q: 3 clusters Score -3069337 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 22043 members 
Entering Unmasked Estep 
Score: -3069352.250000 Penalty: 4996.552246
	Iteration 31Q: 3 clusters Score -3069352 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 22070 members 
Entering Unmasked Estep 
Score: -3069359.250000 Penalty: 4996.552246
	Iteration 32Q: 3 clusters Score -3069359 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 22097 members 
Entering Unmasked Estep 
Score: -3069373.500000 Penalty: 4996.552246
	Iteration 33Q: 3 clusters Score -3069374 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 22125 members 
Entering Unmasked Estep 
Score: -3069376.750000 Penalty: 4996.552246
	Iteration 34Q: 3 clusters Score -3069377 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 22151 members 
Entering Unmasked Estep 
Score: -3069386.500000 Penalty: 4996.552246
	Iteration 35Q: 3 clusters Score -3069386 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 22171 members 
Entering Unmasked Estep 
Score: -3069391.250000 Penalty: 4996.552246
	Iteration 36Q: 3 clusters Score -3069391 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 22193 members 
Entering Unmasked Estep 
Score: -3069390.750000 Penalty: 4996.552246
	Iteration 37Q: 3 clusters Score -3069391 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 22215 members 
Entering Unmasked Estep 
Score: -3069401.750000 Penalty: 4996.552246
	Iteration 38Q: 3 clusters Score -3069402 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 22239 members 
Entering Unmasked Estep 
Score: -3069415.750000 Penalty: 4996.552246
	Iteration 39Q: 3 clusters Score -3069416 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 22260 members 
Entering Unmasked Estep 
Score: -3069421.250000 Penalty: 4996.552246
	Iteration 40F: 3 clusters Score -3069421 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 22277 members 
Entering Unmasked Estep 
Score: -3069425.000000 Penalty: 4996.552246
	Iteration 41Q: 3 clusters Score -3069425 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 22293 members 
Entering Unmasked Estep 
Score: -3069425.500000 Penalty: 4996.552246
	Iteration 42Q: 3 clusters Score -3069426 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 22304 members 
Entering Unmasked Estep 
Score: -3069435.000000 Penalty: 4996.552246
	Iteration 43Q: 3 clusters Score -3069435 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 22312 members 
Entering Unmasked Estep 
Score: -3069437.250000 Penalty: 4996.552246
	Iteration 44Q: 3 clusters Score -3069437 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 22319 members 
Entering Unmasked Estep 
Score: -3069434.000000 Penalty: 4996.552246
	Iteration 45Q: 3 clusters Score -3069434 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 22332 members 
Entering Unmasked Estep 
Score: -3069436.500000 Penalty: 4996.552246
	Iteration 46Q: 3 clusters Score -3069436 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 22345 members 
Entering Unmasked Estep 
Score: -3069439.000000 Penalty: 4996.552246
	Iteration 47Q: 3 clusters Score -3069439 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 22356 members 
Entering Unmasked Estep 
Score: -3069445.000000 Penalty: 4996.552246
	Iteration 48Q: 3 clusters Score -3069445 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 22366 members 
Entering Unmasked Estep 
Score: -3069447.000000 Penalty: 4996.552246
	Iteration 49Q: 3 clusters Score -3069447 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 22372 members 
Entering Unmasked Estep 
Score: -3069458.250000 Penalty: 4996.552246
	Iteration 50Q: 3 clusters Score -3069458 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 22381 members 
Entering Unmasked Estep 
Score: -3069459.750000 Penalty: 4996.552246
	Iteration 51Q: 3 clusters Score -3069460 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 22390 members 
Entering Unmasked Estep 
Score: -3069468.500000 Penalty: 4996.552246
	Iteration 52Q: 3 clusters Score -3069468 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 22400 members 
Entering Unmasked Estep 
Score: -3069470.000000 Penalty: 4996.552246
	Iteration 53Q: 3 clusters Score -3069470 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 22410 members 
Entering Unmasked Estep 
Score: -3069478.750000 Penalty: 4996.552246
	Iteration 54Q: 3 clusters Score -3069479 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 22420 members 
Entering Unmasked Estep 
Score: -3069481.750000 Penalty: 4996.552246
	Iteration 55Q: 3 clusters Score -3069482 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 22434 members 
Entering Unmasked Estep 
Score: -3069488.250000 Penalty: 4996.552246
	Iteration 56Q: 3 clusters Score -3069488 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 22443 members 
Entering Unmasked Estep 
Score: -3069487.750000 Penalty: 4996.552246
	Iteration 57Q: 3 clusters Score -3069488 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 22453 members 
Entering Unmasked Estep 
Score: -3069493.750000 Penalty: 4996.552246
	Iteration 58Q: 3 clusters Score -3069494 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 22464 members 
Entering Unmasked Estep 
Score: -3069495.750000 Penalty: 4996.552246
	Iteration 59Q: 3 clusters Score -3069496 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 22474 members 
Entering Unmasked Estep 
Score: -3069503.750000 Penalty: 4996.552246
	Iteration 60F: 3 clusters Score -3069504 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 22487 members 
Entering Unmasked Estep 
Score: -3069512.750000 Penalty: 4996.552246
	Iteration 61Q: 3 clusters Score -3069513 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 22498 members 
Entering Unmasked Estep 
Score: -3069507.750000 Penalty: 4996.552246
	Iteration 62Q: 3 clusters Score -3069508 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 22505 members 
Entering Unmasked Estep 
Score: -3069515.250000 Penalty: 4996.552246
	Iteration 63Q: 3 clusters Score -3069515 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 22514 members 
Entering Unmasked Estep 
Score: -3069519.500000 Penalty: 4996.552246
	Iteration 64Q: 3 clusters Score -3069520 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 22519 members 
Entering Unmasked Estep 
Score: -3069516.500000 Penalty: 4996.552246
	Iteration 65Q: 3 clusters Score -3069516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 22522 members 
Entering Unmasked Estep 
Score: -3069518.250000 Penalty: 4996.552246
	Iteration 66Q: 3 clusters Score -3069518 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 22528 members 
Entering Unmasked Estep 
Score: -3069522.500000 Penalty: 4996.552246
	Iteration 67Q: 3 clusters Score -3069522 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 22531 members 
Entering Unmasked Estep 
Score: -3069522.750000 Penalty: 4996.552246
	Iteration 68Q: 3 clusters Score -3069523 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 22535 members 
Entering Unmasked Estep 
Score: -3069524.000000 Penalty: 4996.552246
	Iteration 69Q: 3 clusters Score -3069524 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 22539 members 
Entering Unmasked Estep 
Score: -3069524.250000 Penalty: 4996.552246
	Iteration 70Q: 3 clusters Score -3069524 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 22542 members 
Entering Unmasked Estep 
Score: -3069525.250000 Penalty: 4996.552246
	Iteration 71Q: 3 clusters Score -3069525 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 22542 members 
Entering Unmasked Estep 
Score: -3069525.250000 Penalty: 4996.552246
	Iteration 72F: 3 clusters Score -3069525 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Entering Unmasked Estep 
Score: -824335.000000 Penalty: 2185.252930
	Iteration 0F: 2 clusters Score -824335 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -818713.062500 Penalty: 4370.505859
	Iteration 0F: 3 clusters Score -818713.1 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -820194.562500 Penalty: 4370.505859
	Iteration 1F: 3 clusters Score -820194.6 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -820481.812500 Penalty: 4370.505859
	Iteration 2F: 3 clusters Score -820481.8 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -820721.250000 Penalty: 4370.505859
	Iteration 3F: 3 clusters Score -820721.2 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -820976.875000 Penalty: 4370.505859
	Iteration 4F: 3 clusters Score -820976.9 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -821310.187500 Penalty: 4370.505859
	Iteration 5F: 3 clusters Score -821310.2 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -821798.500000 Penalty: 4370.505859
	Iteration 6F: 3 clusters Score -821798.5 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -822480.875000 Penalty: 4370.505859
	Iteration 7F: 3 clusters Score -822480.9 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -823049.562500 Penalty: 4370.505859
	Iteration 8F: 3 clusters Score -823049.6 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -823392.375000 Penalty: 4370.505859
	Iteration 9F: 3 clusters Score -823392.4 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -823605.125000 Penalty: 4370.505859
	Iteration 10Q: 3 clusters Score -823605.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -823740.062500 Penalty: 4370.505859
	Iteration 11Q: 3 clusters Score -823740.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -823830.562500 Penalty: 4370.505859
	Iteration 12Q: 3 clusters Score -823830.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -823904.937500 Penalty: 4370.505859
	Iteration 13Q: 3 clusters Score -823904.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -823950.000000 Penalty: 4370.505859
	Iteration 14Q: 3 clusters Score -823950 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -823983.375000 Penalty: 4370.505859
	Iteration 15Q: 3 clusters Score -823983.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -824012.937500 Penalty: 4370.505859
	Iteration 16Q: 3 clusters Score -824012.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -824034.000000 Penalty: 4370.505859
	Iteration 17Q: 3 clusters Score -824034 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -824051.187500 Penalty: 4370.505859
	Iteration 18Q: 3 clusters Score -824051.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -824070.500000 Penalty: 4370.505859
	Iteration 19Q: 3 clusters Score -824070.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -824080.750000 Penalty: 4370.505859
	Iteration 20F: 3 clusters Score -824080.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -824093.187500 Penalty: 4370.505859
	Iteration 21Q: 3 clusters Score -824093.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -824106.875000 Penalty: 4370.505859
	Iteration 22Q: 3 clusters Score -824106.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -824122.312500 Penalty: 4370.505859
	Iteration 23Q: 3 clusters Score -824122.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -824130.437500 Penalty: 4370.505859
	Iteration 24Q: 3 clusters Score -824130.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -824154.187500 Penalty: 4370.505859
	Iteration 25Q: 3 clusters Score -824154.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -824174.125000 Penalty: 4370.505859
	Iteration 26Q: 3 clusters Score -824174.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -824199.500000 Penalty: 4370.505859
	Iteration 27Q: 3 clusters Score -824199.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -824217.562500 Penalty: 4370.505859
	Iteration 28Q: 3 clusters Score -824217.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -824234.500000 Penalty: 4370.505859
	Iteration 29Q: 3 clusters Score -824234.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -824249.375000 Penalty: 4370.505859
	Iteration 30Q: 3 clusters Score -824249.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -824261.312500 Penalty: 4370.505859
	Iteration 31Q: 3 clusters Score -824261.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -824272.437500 Penalty: 4370.505859
	Iteration 32Q: 3 clusters Score -824272.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -824286.875000 Penalty: 4370.505859
	Iteration 33Q: 3 clusters Score -824286.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -824303.187500 Penalty: 4370.505859
	Iteration 34Q: 3 clusters Score -824303.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -824321.312500 Penalty: 4370.505859
	Iteration 35Q: 3 clusters Score -824321.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -824340.562500 Penalty: 4370.505859
	Iteration 36Q: 3 clusters Score -824340.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -824352.625000 Penalty: 4370.505859
	Iteration 37Q: 3 clusters Score -824352.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -824365.187500 Penalty: 4370.505859
	Iteration 38Q: 3 clusters Score -824365.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -824366.562500 Penalty: 4370.505859
	Iteration 39Q: 3 clusters Score -824366.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -824369.062500 Penalty: 4370.505859
	Iteration 40F: 3 clusters Score -824369.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -824370.375000 Penalty: 4370.505859
	Iteration 41Q: 3 clusters Score -824370.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -824375.000000 Penalty: 4370.505859
	Iteration 42Q: 3 clusters Score -824375 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -824379.625000 Penalty: 4370.505859
	Iteration 43Q: 3 clusters Score -824379.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -824381.875000 Penalty: 4370.505859
	Iteration 44Q: 3 clusters Score -824381.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -824386.125000 Penalty: 4370.505859
	Iteration 45Q: 3 clusters Score -824386.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -824389.625000 Penalty: 4370.505859
	Iteration 46Q: 3 clusters Score -824389.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -824391.937500 Penalty: 4370.505859
	Iteration 47Q: 3 clusters Score -824391.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -824394.500000 Penalty: 4370.505859
	Iteration 48Q: 3 clusters Score -824394.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -824394.500000 Penalty: 4370.505859
	Iteration 49Q: 3 clusters Score -824394.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -824397.062500 Penalty: 4370.505859
	Iteration 50Q: 3 clusters Score -824397.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -824398.687500 Penalty: 4370.505859
	Iteration 51Q: 3 clusters Score -824398.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -824398.062500 Penalty: 4370.505859
	Iteration 52Q: 3 clusters Score -824398.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -824396.937500 Penalty: 4370.505859
	Iteration 53Q: 3 clusters Score -824396.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -824398.500000 Penalty: 4370.505859
	Iteration 54Q: 3 clusters Score -824398.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -824400.562500 Penalty: 4370.505859
	Iteration 55Q: 3 clusters Score -824400.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -824400.625000 Penalty: 4370.505859
	Iteration 56Q: 3 clusters Score -824400.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -824400.625000 Penalty: 4370.505859
	Iteration 57F: 3 clusters Score -824400.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 23711 members 
Mstep: Class 2 contains 1721 members 
Mstep: Class 3 contains 2102 members 
Mstep: Class 4 contains 224599 members 
Mstep: Class 5 contains 4151 members 
Mstep: Class 6 contains 2448 members 
Mstep: Class 7 contains 9641 members 
Mstep: Class 8 contains 13365 members 
Mstep: Class 9 contains 7626 members 
Mstep: Class 10 contains 27441 members 
Mstep: Class 11 contains 11153 members 
Mstep: Class 12 contains 1188 members 
Mstep: Class 13 contains 5811 members 
Mstep: Class 14 contains 36724 members 
Mstep: Class 15 contains 185063 members 
Mstep: Class 16 contains 23459 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 18727 members 
Mstep: Class 19 contains 164728 members 
Mstep: Class 20 contains 57347 members 
Mstep: Class 21 contains 2444 members 
Mstep: Class 22 contains 2808 members 
Mstep: Class 23 contains 4453 members 
Mstep: Class 24 contains 4779 members 
Mstep: Class 25 contains 44502 members 
Mstep: Class 26 contains 60024 members 
Mstep: Class 27 contains 42060 members 
Mstep: Class 28 contains 1632 members 
Mstep: Class 29 contains 44998 members 
Mstep: Class 30 contains 12177 members 
Mstep: Class 31 contains 5574 members 
Mstep: Class 32 contains 493 members 
Mstep: Class 33 contains 8677 members 
Mstep: Class 34 contains 849 members 
Mstep: Class 35 contains 3432 members 
Mstep: Class 36 contains 8026 members 
Mstep: Class 37 contains 4211 members 
Mstep: Class 38 contains 1006 members 
Mstep: Class 39 contains 4894 members 
Mstep: Class 40 contains 18160 members 
Mstep: Class 41 contains 414 members 
Mstep: Class 42 contains 4486 members 
Mstep: Class 43 contains 3402 members 
Mstep: Class 44 contains 7400 members 
Mstep: Class 45 contains 19567 members 
Mstep: Class 46 contains 13845 members 
Mstep: Class 47 contains 1044 members 
Mstep: Class 48 contains 8323 members 
Mstep: Class 49 contains 27708 members 
Mstep: Class 50 contains 280 members 
Mstep: Class 51 contains 4990 members 
Entering Unmasked Estep 
Score: -147499360.000000 Penalty: 176920.109375
Splitting cluster 2 changes total score from -147500400.000000 to -147499360.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (2102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Entering Unmasked Estep 
Score: -298008.406250 Penalty: 1897.359863
	Iteration 0F: 2 clusters Score -298008.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -295512.750000 Penalty: 3794.719727
	Iteration 0F: 3 clusters Score -295512.8 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -297439.875000 Penalty: 3794.719727
	Iteration 1F: 3 clusters Score -297439.9 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -298584.531250 Penalty: 3794.719727
	Iteration 2F: 3 clusters Score -298584.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -298999.218750 Penalty: 3794.719727
	Iteration 3F: 3 clusters Score -298999.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -299171.062500 Penalty: 3794.719727
	Iteration 4Q: 3 clusters Score -299171.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -299410.656250 Penalty: 3794.719727
	Iteration 5Q: 3 clusters Score -299410.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -299490.500000 Penalty: 3794.719727
	Iteration 6Q: 3 clusters Score -299490.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -299586.437500 Penalty: 3794.719727
	Iteration 7Q: 3 clusters Score -299586.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -299605.750000 Penalty: 3794.719727
	Iteration 8Q: 3 clusters Score -299605.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -299612.187500 Penalty: 3794.719727
	Iteration 9Q: 3 clusters Score -299612.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -299616.375000 Penalty: 3794.719727
	Iteration 10Q: 3 clusters Score -299616.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -299617.625000 Penalty: 3794.719727
	Iteration 11Q: 3 clusters Score -299617.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -299617.625000 Penalty: 3794.719727
	Iteration 12F: 3 clusters Score -299617.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 23711 members 
Mstep: Class 2 contains 6711 members 
Mstep: Class 3 contains 1099 members 
Mstep: Class 4 contains 224599 members 
Mstep: Class 5 contains 4151 members 
Mstep: Class 6 contains 2448 members 
Mstep: Class 7 contains 9641 members 
Mstep: Class 8 contains 13365 members 
Mstep: Class 9 contains 7626 members 
Mstep: Class 10 contains 27441 members 
Mstep: Class 11 contains 11153 members 
Mstep: Class 12 contains 1188 members 
Mstep: Class 13 contains 5811 members 
Mstep: Class 14 contains 36724 members 
Mstep: Class 15 contains 185063 members 
Mstep: Class 16 contains 23459 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 18727 members 
Mstep: Class 19 contains 164728 members 
Mstep: Class 20 contains 57347 members 
Mstep: Class 21 contains 2444 members 
Mstep: Class 22 contains 2808 members 
Mstep: Class 23 contains 4453 members 
Mstep: Class 24 contains 4779 members 
Mstep: Class 25 contains 44502 members 
Mstep: Class 26 contains 60024 members 
Mstep: Class 27 contains 42060 members 
Mstep: Class 28 contains 1632 members 
Mstep: Class 29 contains 44998 members 
Mstep: Class 30 contains 12177 members 
Mstep: Class 31 contains 5574 members 
Mstep: Class 32 contains 493 members 
Mstep: Class 33 contains 8677 members 
Mstep: Class 34 contains 849 members 
Mstep: Class 35 contains 3432 members 
Mstep: Class 36 contains 8026 members 
Mstep: Class 37 contains 4211 members 
Mstep: Class 38 contains 1006 members 
Mstep: Class 39 contains 4894 members 
Mstep: Class 40 contains 18160 members 
Mstep: Class 41 contains 414 members 
Mstep: Class 42 contains 4486 members 
Mstep: Class 43 contains 3402 members 
Mstep: Class 44 contains 7400 members 
Mstep: Class 45 contains 19567 members 
Mstep: Class 46 contains 13845 members 
Mstep: Class 47 contains 1044 members 
Mstep: Class 48 contains 8323 members 
Mstep: Class 49 contains 27708 members 
Mstep: Class 50 contains 280 members 
Mstep: Class 51 contains 1003 members 
Entering Unmasked Estep 
Score: -147500560.000000 Penalty: 176920.109375
Splitting cluster 3 changes total score from -147500400.000000 to -147500560.000000
So it's getting split into cluster 51.
Entering ConstructFrom: 
Trying to split cluster 4 (224599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224599 members 
Entering Unmasked Estep 
Score: -28984778.000000 Penalty: 3055.873779
	Iteration 0F: 2 clusters Score -2.898478e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112154 members 
Mstep: Class 2 contains 112445 members 
Entering Unmasked Estep 
Score: -28852614.000000 Penalty: 6111.747559
	Iteration 0F: 3 clusters Score -2.885261e+07 nChanged 108012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108798 members 
Mstep: Class 2 contains 115801 members 
Entering Unmasked Estep 
Score: -28915302.000000 Penalty: 6111.747559
	Iteration 1F: 3 clusters Score -2.89153e+07 nChanged 5442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106734 members 
Mstep: Class 2 contains 117865 members 
Entering Unmasked Estep 
Score: -28916226.000000 Penalty: 6111.747559
	Iteration 2Q: 3 clusters Score -2.891623e+07 nChanged 5887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103533 members 
Mstep: Class 2 contains 121066 members 
Entering Unmasked Estep 
Score: -28917480.000000 Penalty: 6111.747559
	Iteration 3Q: 3 clusters Score -2.891748e+07 nChanged 7120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98597 members 
Mstep: Class 2 contains 126002 members 
Entering Unmasked Estep 
Score: -28919386.000000 Penalty: 6111.747559
	Iteration 4Q: 3 clusters Score -2.891939e+07 nChanged 9031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91130 members 
Mstep: Class 2 contains 133469 members 
Entering Unmasked Estep 
Score: -28922956.000000 Penalty: 6111.747559
	Iteration 5Q: 3 clusters Score -2.892296e+07 nChanged 11951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80395 members 
Mstep: Class 2 contains 144204 members 
Entering Unmasked Estep 
Score: -28929162.000000 Penalty: 6111.747559
	Iteration 6F: 3 clusters Score -2.892916e+07 nChanged 15482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65595 members 
Mstep: Class 2 contains 159004 members 
Entering Unmasked Estep 
Score: -28939376.000000 Penalty: 6111.747559
	Iteration 7F: 3 clusters Score -2.893938e+07 nChanged 18282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47613 members 
Mstep: Class 2 contains 176986 members 
Entering Unmasked Estep 
Score: -28954620.000000 Penalty: 6111.747559
	Iteration 8F: 3 clusters Score -2.895462e+07 nChanged 18391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29324 members 
Mstep: Class 2 contains 195275 members 
Entering Unmasked Estep 
Score: -28968582.000000 Penalty: 6111.747559
	Iteration 9F: 3 clusters Score -2.896858e+07 nChanged 14266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15082 members 
Mstep: Class 2 contains 209517 members 
Entering Unmasked Estep 
Score: -28975574.000000 Penalty: 6111.747559
	Iteration 10F: 3 clusters Score -2.897557e+07 nChanged 8093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 217604 members 
Entering Unmasked Estep 
Score: -28978968.000000 Penalty: 6111.747559
	Iteration 11Q: 3 clusters Score -2.897897e+07 nChanged 3827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 221431 members 
Entering Unmasked Estep 
Score: -28980782.000000 Penalty: 6111.747559
	Iteration 12Q: 3 clusters Score -2.898078e+07 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 223074 members 
Entering Unmasked Estep 
Score: -28981484.000000 Penalty: 6111.747559
	Iteration 13Q: 3 clusters Score -2.898148e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 223695 members 
Entering Unmasked Estep 
Score: -28981778.000000 Penalty: 6111.747559
	Iteration 14Q: 3 clusters Score -2.898178e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 223922 members 
Entering Unmasked Estep 
Score: -28981934.000000 Penalty: 6111.747559
	Iteration 15Q: 3 clusters Score -2.898193e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 224016 members 
Entering Unmasked Estep 
Score: -28982010.000000 Penalty: 6111.747559
	Iteration 16Q: 3 clusters Score -2.898201e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 224067 members 
Entering Unmasked Estep 
Score: -28982100.000000 Penalty: 6111.747559
	Iteration 17Q: 3 clusters Score -2.89821e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 224095 members 
Entering Unmasked Estep 
Score: -28982166.000000 Penalty: 6111.747559
	Iteration 18Q: 3 clusters Score -2.898217e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 224110 members 
Entering Unmasked Estep 
Score: -28982172.000000 Penalty: 6111.747559
	Iteration 19Q: 3 clusters Score -2.898217e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 224125 members 
Entering Unmasked Estep 
Score: -28982210.000000 Penalty: 6111.747559
	Iteration 20F: 3 clusters Score -2.898221e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 224133 members 
Entering Unmasked Estep 
Score: -28982228.000000 Penalty: 6111.747559
	Iteration 21Q: 3 clusters Score -2.898223e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 224141 members 
Entering Unmasked Estep 
Score: -28982264.000000 Penalty: 6111.747559
	Iteration 22Q: 3 clusters Score -2.898226e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 224141 members 
Entering Unmasked Estep 
Score: -28982270.000000 Penalty: 6111.747559
	Iteration 23Q: 3 clusters Score -2.898227e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 224140 members 
Entering Unmasked Estep 
Score: -28982252.000000 Penalty: 6111.747559
	Iteration 24Q: 3 clusters Score -2.898225e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 224140 members 
Entering Unmasked Estep 
Score: -28982258.000000 Penalty: 6111.747559
	Iteration 25Q: 3 clusters Score -2.898226e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 224141 members 
Entering Unmasked Estep 
Score: -28982264.000000 Penalty: 6111.747559
	Iteration 26Q: 3 clusters Score -2.898226e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 224142 members 
Entering Unmasked Estep 
Score: -28982254.000000 Penalty: 6111.747559
	Iteration 27Q: 3 clusters Score -2.898225e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 224143 members 
Entering Unmasked Estep 
Score: -28982254.000000 Penalty: 6111.747559
	Iteration 28Q: 3 clusters Score -2.898225e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 224144 members 
Entering Unmasked Estep 
Score: -28982264.000000 Penalty: 6111.747559
	Iteration 29Q: 3 clusters Score -2.898226e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 224146 members 
Entering Unmasked Estep 
Score: -28982258.000000 Penalty: 6111.747559
	Iteration 30Q: 3 clusters Score -2.898226e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 224145 members 
Entering Unmasked Estep 
Score: -28982270.000000 Penalty: 6111.747559
	Iteration 31Q: 3 clusters Score -2.898227e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 224145 members 
Entering Unmasked Estep 
Score: -28982256.000000 Penalty: 6111.747559
	Iteration 32Q: 3 clusters Score -2.898226e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 224143 members 
Entering Unmasked Estep 
Score: -28982274.000000 Penalty: 6111.747559
	Iteration 33Q: 3 clusters Score -2.898227e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 224144 members 
Entering Unmasked Estep 
Score: -28982254.000000 Penalty: 6111.747559
	Iteration 34Q: 3 clusters Score -2.898225e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 224146 members 
Entering Unmasked Estep 
Score: -28982258.000000 Penalty: 6111.747559
	Iteration 35Q: 3 clusters Score -2.898226e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 224147 members 
Entering Unmasked Estep 
Score: -28982268.000000 Penalty: 6111.747559
	Iteration 36Q: 3 clusters Score -2.898227e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 224149 members 
Entering Unmasked Estep 
Score: -28982282.000000 Penalty: 6111.747559
	Iteration 37Q: 3 clusters Score -2.898228e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 224152 members 
Entering Unmasked Estep 
Score: -28982300.000000 Penalty: 6111.747559
	Iteration 38Q: 3 clusters Score -2.89823e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 224156 members 
Entering Unmasked Estep 
Score: -28982282.000000 Penalty: 6111.747559
	Iteration 39Q: 3 clusters Score -2.898228e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 224154 members 
Entering Unmasked Estep 
Score: -28982274.000000 Penalty: 6111.747559
	Iteration 40F: 3 clusters Score -2.898227e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 224154 members 
Entering Unmasked Estep 
Score: -28982294.000000 Penalty: 6111.747559
	Iteration 41Q: 3 clusters Score -2.898229e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 224157 members 
Entering Unmasked Estep 
Score: -28982298.000000 Penalty: 6111.747559
	Iteration 42Q: 3 clusters Score -2.89823e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 224158 members 
Entering Unmasked Estep 
Score: -28982300.000000 Penalty: 6111.747559
	Iteration 43Q: 3 clusters Score -2.89823e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 224159 members 
Entering Unmasked Estep 
Score: -28982296.000000 Penalty: 6111.747559
	Iteration 44Q: 3 clusters Score -2.89823e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 224156 members 
Entering Unmasked Estep 
Score: -28982300.000000 Penalty: 6111.747559
	Iteration 45Q: 3 clusters Score -2.89823e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 224154 members 
Entering Unmasked Estep 
Score: -28982314.000000 Penalty: 6111.747559
	Iteration 46Q: 3 clusters Score -2.898231e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 224157 members 
Entering Unmasked Estep 
Score: -28982310.000000 Penalty: 6111.747559
	Iteration 47Q: 3 clusters Score -2.898231e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 224157 members 
Entering Unmasked Estep 
Score: -28982310.000000 Penalty: 6111.747559
	Iteration 48F: 3 clusters Score -2.898231e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Entering Unmasked Estep 
Score: -745430.625000 Penalty: 2066.113770
	Iteration 0F: 2 clusters Score -745430.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -741481.062500 Penalty: 4132.227539
	Iteration 0F: 3 clusters Score -741481.1 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -742447.937500 Penalty: 4132.227539
	Iteration 1F: 3 clusters Score -742447.9 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -742733.937500 Penalty: 4132.227539
	Iteration 2F: 3 clusters Score -742733.9 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -742987.062500 Penalty: 4132.227539
	Iteration 3F: 3 clusters Score -742987.1 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -743319.687500 Penalty: 4132.227539
	Iteration 4F: 3 clusters Score -743319.7 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -743657.875000 Penalty: 4132.227539
	Iteration 5F: 3 clusters Score -743657.9 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -743999.000000 Penalty: 4132.227539
	Iteration 6F: 3 clusters Score -743999 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -744289.250000 Penalty: 4132.227539
	Iteration 7F: 3 clusters Score -744289.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -744487.625000 Penalty: 4132.227539
	Iteration 8F: 3 clusters Score -744487.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -744584.875000 Penalty: 4132.227539
	Iteration 9Q: 3 clusters Score -744584.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -744631.625000 Penalty: 4132.227539
	Iteration 10Q: 3 clusters Score -744631.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -744664.250000 Penalty: 4132.227539
	Iteration 11Q: 3 clusters Score -744664.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -744683.187500 Penalty: 4132.227539
	Iteration 12Q: 3 clusters Score -744683.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -744697.250000 Penalty: 4132.227539
	Iteration 13Q: 3 clusters Score -744697.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -744714.000000 Penalty: 4132.227539
	Iteration 14Q: 3 clusters Score -744714 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -744731.250000 Penalty: 4132.227539
	Iteration 15Q: 3 clusters Score -744731.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -744748.500000 Penalty: 4132.227539
	Iteration 16Q: 3 clusters Score -744748.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -744765.625000 Penalty: 4132.227539
	Iteration 17Q: 3 clusters Score -744765.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -744782.437500 Penalty: 4132.227539
	Iteration 18Q: 3 clusters Score -744782.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -744803.000000 Penalty: 4132.227539
	Iteration 19Q: 3 clusters Score -744803 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -744814.437500 Penalty: 4132.227539
	Iteration 20F: 3 clusters Score -744814.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -744825.812500 Penalty: 4132.227539
	Iteration 21Q: 3 clusters Score -744825.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -744836.312500 Penalty: 4132.227539
	Iteration 22Q: 3 clusters Score -744836.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -744842.750000 Penalty: 4132.227539
	Iteration 23Q: 3 clusters Score -744842.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -744847.062500 Penalty: 4132.227539
	Iteration 24Q: 3 clusters Score -744847.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -744848.625000 Penalty: 4132.227539
	Iteration 25Q: 3 clusters Score -744848.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -744849.000000 Penalty: 4132.227539
	Iteration 26Q: 3 clusters Score -744849 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -744849.000000 Penalty: 4132.227539
	Iteration 27F: 3 clusters Score -744849 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Entering Unmasked Estep 
Score: -290769.343750 Penalty: 1935.150635
	Iteration 0F: 2 clusters Score -290769.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -287857.468750 Penalty: 3870.301270
	Iteration 0F: 3 clusters Score -287857.5 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -288451.250000 Penalty: 3870.301270
	Iteration 1F: 3 clusters Score -288451.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -288652.875000 Penalty: 3870.301270
	Iteration 2F: 3 clusters Score -288652.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -288745.468750 Penalty: 3870.301270
	Iteration 3F: 3 clusters Score -288745.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -288794.062500 Penalty: 3870.301270
	Iteration 4Q: 3 clusters Score -288794.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -288829.937500 Penalty: 3870.301270
	Iteration 5Q: 3 clusters Score -288829.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -288856.250000 Penalty: 3870.301270
	Iteration 6Q: 3 clusters Score -288856.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -288873.312500 Penalty: 3870.301270
	Iteration 7Q: 3 clusters Score -288873.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -288886.750000 Penalty: 3870.301270
	Iteration 8Q: 3 clusters Score -288886.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -288895.375000 Penalty: 3870.301270
	Iteration 9Q: 3 clusters Score -288895.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -288903.843750 Penalty: 3870.301270
	Iteration 10Q: 3 clusters Score -288903.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -288915.187500 Penalty: 3870.301270
	Iteration 11Q: 3 clusters Score -288915.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -288921.531250 Penalty: 3870.301270
	Iteration 12Q: 3 clusters Score -288921.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -288933.562500 Penalty: 3870.301270
	Iteration 13Q: 3 clusters Score -288933.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -288944.281250 Penalty: 3870.301270
	Iteration 14Q: 3 clusters Score -288944.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -288952.437500 Penalty: 3870.301270
	Iteration 15Q: 3 clusters Score -288952.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -288961.125000 Penalty: 3870.301270
	Iteration 16Q: 3 clusters Score -288961.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -288966.843750 Penalty: 3870.301270
	Iteration 17Q: 3 clusters Score -288966.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -288973.406250 Penalty: 3870.301270
	Iteration 18Q: 3 clusters Score -288973.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -288981.968750 Penalty: 3870.301270
	Iteration 19Q: 3 clusters Score -288982 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -288987.406250 Penalty: 3870.301270
	Iteration 20F: 3 clusters Score -288987.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -288990.437500 Penalty: 3870.301270
	Iteration 21Q: 3 clusters Score -288990.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -288991.437500 Penalty: 3870.301270
	Iteration 22Q: 3 clusters Score -288991.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -288992.687500 Penalty: 3870.301270
	Iteration 23Q: 3 clusters Score -288992.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -288993.312500 Penalty: 3870.301270
	Iteration 24Q: 3 clusters Score -288993.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -288994.562500 Penalty: 3870.301270
	Iteration 25Q: 3 clusters Score -288994.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -288995.968750 Penalty: 3870.301270
	Iteration 26Q: 3 clusters Score -288996 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -288998.187500 Penalty: 3870.301270
	Iteration 27Q: 3 clusters Score -288998.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -289000.000000 Penalty: 3870.301270
	Iteration 28Q: 3 clusters Score -289000 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -289002.593750 Penalty: 3870.301270
	Iteration 29Q: 3 clusters Score -289002.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -289004.593750 Penalty: 3870.301270
	Iteration 30Q: 3 clusters Score -289004.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -289008.281250 Penalty: 3870.301270
	Iteration 31Q: 3 clusters Score -289008.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -289014.125000 Penalty: 3870.301270
	Iteration 32Q: 3 clusters Score -289014.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -289021.250000 Penalty: 3870.301270
	Iteration 33Q: 3 clusters Score -289021.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -289027.250000 Penalty: 3870.301270
	Iteration 34Q: 3 clusters Score -289027.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -289034.437500 Penalty: 3870.301270
	Iteration 35Q: 3 clusters Score -289034.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -289045.312500 Penalty: 3870.301270
	Iteration 36Q: 3 clusters Score -289045.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -289058.593750 Penalty: 3870.301270
	Iteration 37Q: 3 clusters Score -289058.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -289087.406250 Penalty: 3870.301270
	Iteration 38Q: 3 clusters Score -289087.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -289116.062500 Penalty: 3870.301270
	Iteration 39Q: 3 clusters Score -289116.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -289140.375000 Penalty: 3870.301270
	Iteration 40F: 3 clusters Score -289140.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -289175.687500 Penalty: 3870.301270
	Iteration 41Q: 3 clusters Score -289175.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -289206.187500 Penalty: 3870.301270
	Iteration 42Q: 3 clusters Score -289206.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -289237.625000 Penalty: 3870.301270
	Iteration 43Q: 3 clusters Score -289237.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -289264.718750 Penalty: 3870.301270
	Iteration 44Q: 3 clusters Score -289264.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -289298.156250 Penalty: 3870.301270
	Iteration 45Q: 3 clusters Score -289298.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -289339.812500 Penalty: 3870.301270
	Iteration 46Q: 3 clusters Score -289339.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -289397.781250 Penalty: 3870.301270
	Iteration 47Q: 3 clusters Score -289397.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -289444.562500 Penalty: 3870.301270
	Iteration 48Q: 3 clusters Score -289444.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -289489.968750 Penalty: 3870.301270
	Iteration 49Q: 3 clusters Score -289490 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -289549.875000 Penalty: 3870.301270
	Iteration 50Q: 3 clusters Score -289549.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -289607.562500 Penalty: 3870.301270
	Iteration 51Q: 3 clusters Score -289607.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -289662.937500 Penalty: 3870.301270
	Iteration 52Q: 3 clusters Score -289662.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -289713.968750 Penalty: 3870.301270
	Iteration 53Q: 3 clusters Score -289714 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -289769.718750 Penalty: 3870.301270
	Iteration 54Q: 3 clusters Score -289769.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -289824.718750 Penalty: 3870.301270
	Iteration 55Q: 3 clusters Score -289824.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -289898.187500 Penalty: 3870.301270
	Iteration 56Q: 3 clusters Score -289898.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -289962.125000 Penalty: 3870.301270
	Iteration 57Q: 3 clusters Score -289962.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -290014.687500 Penalty: 3870.301270
	Iteration 58Q: 3 clusters Score -290014.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -290047.000000 Penalty: 3870.301270
	Iteration 59Q: 3 clusters Score -290047 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -290073.468750 Penalty: 3870.301270
	Iteration 60F: 3 clusters Score -290073.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -290094.343750 Penalty: 3870.301270
	Iteration 61Q: 3 clusters Score -290094.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -290105.312500 Penalty: 3870.301270
	Iteration 62Q: 3 clusters Score -290105.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -290110.125000 Penalty: 3870.301270
	Iteration 63Q: 3 clusters Score -290110.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -290115.343750 Penalty: 3870.301270
	Iteration 64Q: 3 clusters Score -290115.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -290115.843750 Penalty: 3870.301270
	Iteration 65Q: 3 clusters Score -290115.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -290124.593750 Penalty: 3870.301270
	Iteration 66Q: 3 clusters Score -290124.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -290129.593750 Penalty: 3870.301270
	Iteration 67Q: 3 clusters Score -290129.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -290131.187500 Penalty: 3870.301270
	Iteration 68Q: 3 clusters Score -290131.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -290131.187500 Penalty: 3870.301270
	Iteration 69F: 3 clusters Score -290131.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (9641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Entering Unmasked Estep 
Score: -1101483.875000 Penalty: 2275.097656
	Iteration 0F: 2 clusters Score -1101484 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -1094068.250000 Penalty: 4550.195312
	Iteration 0F: 3 clusters Score -1094068 nChanged 4040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -1096321.000000 Penalty: 4550.195312
	Iteration 1F: 3 clusters Score -1096321 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -1096732.875000 Penalty: 4550.195312
	Iteration 2F: 3 clusters Score -1096733 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -1097063.000000 Penalty: 4550.195312
	Iteration 3F: 3 clusters Score -1097063 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -1097331.625000 Penalty: 4550.195312
	Iteration 4F: 3 clusters Score -1097332 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -1097537.875000 Penalty: 4550.195312
	Iteration 5Q: 3 clusters Score -1097538 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -1097715.375000 Penalty: 4550.195312
	Iteration 6Q: 3 clusters Score -1097715 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -1097885.000000 Penalty: 4550.195312
	Iteration 7Q: 3 clusters Score -1097885 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -1098048.500000 Penalty: 4550.195312
	Iteration 8Q: 3 clusters Score -1098048 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -1098227.125000 Penalty: 4550.195312
	Iteration 9Q: 3 clusters Score -1098227 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -1098392.125000 Penalty: 4550.195312
	Iteration 10Q: 3 clusters Score -1098392 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -1098523.375000 Penalty: 4550.195312
	Iteration 11Q: 3 clusters Score -1098523 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -1098648.000000 Penalty: 4550.195312
	Iteration 12Q: 3 clusters Score -1098648 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -1098750.250000 Penalty: 4550.195312
	Iteration 13Q: 3 clusters Score -1098750 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -1098859.500000 Penalty: 4550.195312
	Iteration 14Q: 3 clusters Score -1098860 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -1098960.000000 Penalty: 4550.195312
	Iteration 15Q: 3 clusters Score -1098960 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -1099038.625000 Penalty: 4550.195312
	Iteration 16Q: 3 clusters Score -1099039 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -1099110.375000 Penalty: 4550.195312
	Iteration 17Q: 3 clusters Score -1099110 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -1099188.750000 Penalty: 4550.195312
	Iteration 18Q: 3 clusters Score -1099189 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -1099246.250000 Penalty: 4550.195312
	Iteration 19Q: 3 clusters Score -1099246 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -1099305.875000 Penalty: 4550.195312
	Iteration 20F: 3 clusters Score -1099306 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -1099343.250000 Penalty: 4550.195312
	Iteration 21Q: 3 clusters Score -1099343 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -1099394.500000 Penalty: 4550.195312
	Iteration 22Q: 3 clusters Score -1099394 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -1099440.750000 Penalty: 4550.195312
	Iteration 23Q: 3 clusters Score -1099441 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -1099487.250000 Penalty: 4550.195312
	Iteration 24Q: 3 clusters Score -1099487 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -1099528.875000 Penalty: 4550.195312
	Iteration 25Q: 3 clusters Score -1099529 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -1099555.750000 Penalty: 4550.195312
	Iteration 26Q: 3 clusters Score -1099556 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -1099572.375000 Penalty: 4550.195312
	Iteration 27Q: 3 clusters Score -1099572 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -1099596.375000 Penalty: 4550.195312
	Iteration 28Q: 3 clusters Score -1099596 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -1099616.375000 Penalty: 4550.195312
	Iteration 29Q: 3 clusters Score -1099616 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -1099640.375000 Penalty: 4550.195312
	Iteration 30Q: 3 clusters Score -1099640 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -1099676.500000 Penalty: 4550.195312
	Iteration 31Q: 3 clusters Score -1099676 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -1099710.500000 Penalty: 4550.195312
	Iteration 32Q: 3 clusters Score -1099710 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -1099752.125000 Penalty: 4550.195312
	Iteration 33Q: 3 clusters Score -1099752 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -1099799.625000 Penalty: 4550.195312
	Iteration 34Q: 3 clusters Score -1099800 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -1099841.625000 Penalty: 4550.195312
	Iteration 35Q: 3 clusters Score -1099842 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -1099875.500000 Penalty: 4550.195312
	Iteration 36Q: 3 clusters Score -1099876 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -1099894.875000 Penalty: 4550.195312
	Iteration 37Q: 3 clusters Score -1099895 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -1099911.750000 Penalty: 4550.195312
	Iteration 38Q: 3 clusters Score -1099912 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -1099926.750000 Penalty: 4550.195312
	Iteration 39Q: 3 clusters Score -1099927 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -1099934.250000 Penalty: 4550.195312
	Iteration 40F: 3 clusters Score -1099934 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -1099939.500000 Penalty: 4550.195312
	Iteration 41Q: 3 clusters Score -1099940 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -1099942.625000 Penalty: 4550.195312
	Iteration 42Q: 3 clusters Score -1099943 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -1099943.375000 Penalty: 4550.195312
	Iteration 43Q: 3 clusters Score -1099943 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -1099943.375000 Penalty: 4550.195312
	Iteration 44Q: 3 clusters Score -1099943 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -1099943.500000 Penalty: 4550.195312
	Iteration 45Q: 3 clusters Score -1099944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -1099945.125000 Penalty: 4550.195312
	Iteration 46Q: 3 clusters Score -1099945 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -1099947.375000 Penalty: 4550.195312
	Iteration 47Q: 3 clusters Score -1099947 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -1099951.375000 Penalty: 4550.195312
	Iteration 48Q: 3 clusters Score -1099951 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -1099953.000000 Penalty: 4550.195312
	Iteration 49Q: 3 clusters Score -1099953 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -1099954.625000 Penalty: 4550.195312
	Iteration 50Q: 3 clusters Score -1099955 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -1099958.500000 Penalty: 4550.195312
	Iteration 51Q: 3 clusters Score -1099958 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -1099958.625000 Penalty: 4550.195312
	Iteration 52Q: 3 clusters Score -1099959 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -1099961.000000 Penalty: 4550.195312
	Iteration 53Q: 3 clusters Score -1099961 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -1099961.375000 Penalty: 4550.195312
	Iteration 54Q: 3 clusters Score -1099961 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -1099960.875000 Penalty: 4550.195312
	Iteration 55Q: 3 clusters Score -1099961 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -1099962.250000 Penalty: 4550.195312
	Iteration 56Q: 3 clusters Score -1099962 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -1099965.500000 Penalty: 4550.195312
	Iteration 57Q: 3 clusters Score -1099966 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -1099967.250000 Penalty: 4550.195312
	Iteration 58Q: 3 clusters Score -1099967 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -1099969.625000 Penalty: 4550.195312
	Iteration 59Q: 3 clusters Score -1099970 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -1099969.125000 Penalty: 4550.195312
	Iteration 60F: 3 clusters Score -1099969 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -1099969.500000 Penalty: 4550.195312
	Iteration 61Q: 3 clusters Score -1099970 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -1099972.500000 Penalty: 4550.195312
	Iteration 62Q: 3 clusters Score -1099972 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -1099971.625000 Penalty: 4550.195312
	Iteration 63Q: 3 clusters Score -1099972 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -1099971.625000 Penalty: 4550.195312
	Iteration 64F: 3 clusters Score -1099972 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (13365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13365 members 
Entering Unmasked Estep 
Score: -1704468.375000 Penalty: 2356.097900
	Iteration 0F: 2 clusters Score -1704468 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -1694675.125000 Penalty: 4712.195801
	Iteration 0F: 3 clusters Score -1694675 nChanged 5752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -1697778.250000 Penalty: 4712.195801
	Iteration 1F: 3 clusters Score -1697778 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -1698255.375000 Penalty: 4712.195801
	Iteration 2F: 3 clusters Score -1698255 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -1698840.125000 Penalty: 4712.195801
	Iteration 3F: 3 clusters Score -1698840 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -1699559.125000 Penalty: 4712.195801
	Iteration 4F: 3 clusters Score -1699559 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -1700403.375000 Penalty: 4712.195801
	Iteration 5F: 3 clusters Score -1700403 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -1701362.625000 Penalty: 4712.195801
	Iteration 6F: 3 clusters Score -1701363 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -1702276.000000 Penalty: 4712.195801
	Iteration 7F: 3 clusters Score -1702276 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -1702979.375000 Penalty: 4712.195801
	Iteration 8F: 3 clusters Score -1702979 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -1703390.375000 Penalty: 4712.195801
	Iteration 9Q: 3 clusters Score -1703390 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -1703629.250000 Penalty: 4712.195801
	Iteration 10Q: 3 clusters Score -1703629 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -1703758.375000 Penalty: 4712.195801
	Iteration 11Q: 3 clusters Score -1703758 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -1703849.750000 Penalty: 4712.195801
	Iteration 12Q: 3 clusters Score -1703850 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -1703918.250000 Penalty: 4712.195801
	Iteration 13Q: 3 clusters Score -1703918 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -1703989.250000 Penalty: 4712.195801
	Iteration 14Q: 3 clusters Score -1703989 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -1704062.125000 Penalty: 4712.195801
	Iteration 15Q: 3 clusters Score -1704062 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -1704097.500000 Penalty: 4712.195801
	Iteration 16Q: 3 clusters Score -1704098 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -1704140.000000 Penalty: 4712.195801
	Iteration 17Q: 3 clusters Score -1704140 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -1704169.625000 Penalty: 4712.195801
	Iteration 18Q: 3 clusters Score -1704170 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -1704203.250000 Penalty: 4712.195801
	Iteration 19Q: 3 clusters Score -1704203 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -1704228.750000 Penalty: 4712.195801
	Iteration 20F: 3 clusters Score -1704229 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -1704251.625000 Penalty: 4712.195801
	Iteration 21Q: 3 clusters Score -1704252 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -1704270.625000 Penalty: 4712.195801
	Iteration 22Q: 3 clusters Score -1704271 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -1704297.125000 Penalty: 4712.195801
	Iteration 23Q: 3 clusters Score -1704297 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -1704311.250000 Penalty: 4712.195801
	Iteration 24Q: 3 clusters Score -1704311 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -1704332.625000 Penalty: 4712.195801
	Iteration 25Q: 3 clusters Score -1704333 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -1704344.500000 Penalty: 4712.195801
	Iteration 26Q: 3 clusters Score -1704344 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -1704350.625000 Penalty: 4712.195801
	Iteration 27Q: 3 clusters Score -1704351 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -1704361.500000 Penalty: 4712.195801
	Iteration 28Q: 3 clusters Score -1704362 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -1704369.625000 Penalty: 4712.195801
	Iteration 29Q: 3 clusters Score -1704370 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -1704378.500000 Penalty: 4712.195801
	Iteration 30Q: 3 clusters Score -1704378 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -1704392.625000 Penalty: 4712.195801
	Iteration 31Q: 3 clusters Score -1704393 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -1704403.000000 Penalty: 4712.195801
	Iteration 32Q: 3 clusters Score -1704403 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -1704413.875000 Penalty: 4712.195801
	Iteration 33Q: 3 clusters Score -1704414 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -1704424.750000 Penalty: 4712.195801
	Iteration 34Q: 3 clusters Score -1704425 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -1704435.500000 Penalty: 4712.195801
	Iteration 35Q: 3 clusters Score -1704436 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9199 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -1704443.750000 Penalty: 4712.195801
	Iteration 36Q: 3 clusters Score -1704444 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -1704443.250000 Penalty: 4712.195801
	Iteration 37Q: 3 clusters Score -1704443 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -1704442.375000 Penalty: 4712.195801
	Iteration 38Q: 3 clusters Score -1704442 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -1704447.250000 Penalty: 4712.195801
	Iteration 39Q: 3 clusters Score -1704447 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -1704449.750000 Penalty: 4712.195801
	Iteration 40F: 3 clusters Score -1704450 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -1704451.750000 Penalty: 4712.195801
	Iteration 41Q: 3 clusters Score -1704452 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -1704453.000000 Penalty: 4712.195801
	Iteration 42Q: 3 clusters Score -1704453 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -1704455.125000 Penalty: 4712.195801
	Iteration 43Q: 3 clusters Score -1704455 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -1704454.750000 Penalty: 4712.195801
	Iteration 44Q: 3 clusters Score -1704455 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -1704455.625000 Penalty: 4712.195801
	Iteration 45Q: 3 clusters Score -1704456 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -1704462.500000 Penalty: 4712.195801
	Iteration 46Q: 3 clusters Score -1704462 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -1704463.375000 Penalty: 4712.195801
	Iteration 47Q: 3 clusters Score -1704463 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -1704467.875000 Penalty: 4712.195801
	Iteration 48Q: 3 clusters Score -1704468 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -1704473.000000 Penalty: 4712.195801
	Iteration 49Q: 3 clusters Score -1704473 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -1704480.875000 Penalty: 4712.195801
	Iteration 50Q: 3 clusters Score -1704481 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -1704486.125000 Penalty: 4712.195801
	Iteration 51Q: 3 clusters Score -1704486 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -1704488.750000 Penalty: 4712.195801
	Iteration 52Q: 3 clusters Score -1704489 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -1704491.125000 Penalty: 4712.195801
	Iteration 53Q: 3 clusters Score -1704491 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9537 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -1704490.375000 Penalty: 4712.195801
	Iteration 54Q: 3 clusters Score -1704490 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9550 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -1704498.000000 Penalty: 4712.195801
	Iteration 55Q: 3 clusters Score -1704498 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -1704498.000000 Penalty: 4712.195801
	Iteration 56Q: 3 clusters Score -1704498 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -1704501.875000 Penalty: 4712.195801
	Iteration 57Q: 3 clusters Score -1704502 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -1704499.625000 Penalty: 4712.195801
	Iteration 58Q: 3 clusters Score -1704500 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -1704504.750000 Penalty: 4712.195801
	Iteration 59Q: 3 clusters Score -1704505 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -1704501.875000 Penalty: 4712.195801
	Iteration 60F: 3 clusters Score -1704502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -1704506.500000 Penalty: 4712.195801
	Iteration 61Q: 3 clusters Score -1704506 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -1704505.875000 Penalty: 4712.195801
	Iteration 62Q: 3 clusters Score -1704506 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -1704505.875000 Penalty: 4712.195801
	Iteration 63Q: 3 clusters Score -1704506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -1704504.500000 Penalty: 4712.195801
	Iteration 64Q: 3 clusters Score -1704504 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -1704508.500000 Penalty: 4712.195801
	Iteration 65Q: 3 clusters Score -1704508 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -1704508.500000 Penalty: 4712.195801
	Iteration 66F: 3 clusters Score -1704508 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 23711 members 
Mstep: Class 2 contains 6711 members 
Mstep: Class 3 contains 1099 members 
Mstep: Class 4 contains 224599 members 
Mstep: Class 5 contains 4151 members 
Mstep: Class 6 contains 2448 members 
Mstep: Class 7 contains 9641 members 
Mstep: Class 8 contains 9602 members 
Mstep: Class 9 contains 7626 members 
Mstep: Class 10 contains 27441 members 
Mstep: Class 11 contains 11153 members 
Mstep: Class 12 contains 1188 members 
Mstep: Class 13 contains 5811 members 
Mstep: Class 14 contains 36724 members 
Mstep: Class 15 contains 185063 members 
Mstep: Class 16 contains 23459 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 18727 members 
Mstep: Class 19 contains 164728 members 
Mstep: Class 20 contains 57347 members 
Mstep: Class 21 contains 2444 members 
Mstep: Class 22 contains 2808 members 
Mstep: Class 23 contains 4453 members 
Mstep: Class 24 contains 4779 members 
Mstep: Class 25 contains 44502 members 
Mstep: Class 26 contains 60024 members 
Mstep: Class 27 contains 42060 members 
Mstep: Class 28 contains 1632 members 
Mstep: Class 29 contains 44998 members 
Mstep: Class 30 contains 12177 members 
Mstep: Class 31 contains 5574 members 
Mstep: Class 32 contains 493 members 
Mstep: Class 33 contains 8677 members 
Mstep: Class 34 contains 849 members 
Mstep: Class 35 contains 3432 members 
Mstep: Class 36 contains 8026 members 
Mstep: Class 37 contains 4211 members 
Mstep: Class 38 contains 1006 members 
Mstep: Class 39 contains 4894 members 
Mstep: Class 40 contains 18160 members 
Mstep: Class 41 contains 414 members 
Mstep: Class 42 contains 4486 members 
Mstep: Class 43 contains 3402 members 
Mstep: Class 44 contains 7400 members 
Mstep: Class 45 contains 19567 members 
Mstep: Class 46 contains 13845 members 
Mstep: Class 47 contains 1044 members 
Mstep: Class 48 contains 8323 members 
Mstep: Class 49 contains 27708 members 
Mstep: Class 50 contains 280 members 
Mstep: Class 51 contains 1003 members 
Mstep: Class 52 contains 3763 members 
Entering Unmasked Estep 
Score: -147499568.000000 Penalty: 180389.140625
Splitting cluster 8 changes total score from -147500400.000000 to -147499568.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (7626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Entering Unmasked Estep 
Score: -950885.625000 Penalty: 2216.950928
	Iteration 0F: 2 clusters Score -950885.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -944751.875000 Penalty: 4433.901855
	Iteration 0F: 3 clusters Score -944751.9 nChanged 3052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -946427.625000 Penalty: 4433.901855
	Iteration 1F: 3 clusters Score -946427.6 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -946723.125000 Penalty: 4433.901855
	Iteration 2F: 3 clusters Score -946723.1 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -946955.812500 Penalty: 4433.901855
	Iteration 3F: 3 clusters Score -946955.8 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -947182.750000 Penalty: 4433.901855
	Iteration 4Q: 3 clusters Score -947182.8 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -947386.812500 Penalty: 4433.901855
	Iteration 5Q: 3 clusters Score -947386.8 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -947559.500000 Penalty: 4433.901855
	Iteration 6Q: 3 clusters Score -947559.5 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -947758.937500 Penalty: 4433.901855
	Iteration 7Q: 3 clusters Score -947758.9 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -947969.312500 Penalty: 4433.901855
	Iteration 8Q: 3 clusters Score -947969.3 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -948165.312500 Penalty: 4433.901855
	Iteration 9Q: 3 clusters Score -948165.3 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -948367.562500 Penalty: 4433.901855
	Iteration 10Q: 3 clusters Score -948367.6 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -948596.125000 Penalty: 4433.901855
	Iteration 11Q: 3 clusters Score -948596.1 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -948836.250000 Penalty: 4433.901855
	Iteration 12Q: 3 clusters Score -948836.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -949076.375000 Penalty: 4433.901855
	Iteration 13Q: 3 clusters Score -949076.4 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -949288.312500 Penalty: 4433.901855
	Iteration 14Q: 3 clusters Score -949288.3 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -949464.437500 Penalty: 4433.901855
	Iteration 15Q: 3 clusters Score -949464.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -949671.437500 Penalty: 4433.901855
	Iteration 16Q: 3 clusters Score -949671.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -949916.937500 Penalty: 4433.901855
	Iteration 17Q: 3 clusters Score -949916.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -950197.812500 Penalty: 4433.901855
	Iteration 18Q: 3 clusters Score -950197.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -950394.125000 Penalty: 4433.901855
	Iteration 19Q: 3 clusters Score -950394.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -950501.312500 Penalty: 4433.901855
	Iteration 20F: 3 clusters Score -950501.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -950546.437500 Penalty: 4433.901855
	Iteration 21Q: 3 clusters Score -950546.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -950565.375000 Penalty: 4433.901855
	Iteration 22Q: 3 clusters Score -950565.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -950574.312500 Penalty: 4433.901855
	Iteration 23Q: 3 clusters Score -950574.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -950573.687500 Penalty: 4433.901855
	Iteration 24Q: 3 clusters Score -950573.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -950576.750000 Penalty: 4433.901855
	Iteration 25Q: 3 clusters Score -950576.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -950577.000000 Penalty: 4433.901855
	Iteration 26Q: 3 clusters Score -950577 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -950577.000000 Penalty: 4433.901855
	Iteration 27F: 3 clusters Score -950577 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (27441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27441 members 
Entering Unmasked Estep 
Score: -3494231.000000 Penalty: 2534.508789
	Iteration 0F: 2 clusters Score -3494231 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13760 members 
Mstep: Class 2 contains 13681 members 
Entering Unmasked Estep 
Score: -3475345.750000 Penalty: 5069.017578
	Iteration 0F: 3 clusters Score -3475346 nChanged 12324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13656 members 
Mstep: Class 2 contains 13785 members 
Entering Unmasked Estep 
Score: -3482144.750000 Penalty: 5069.017578
	Iteration 1F: 3 clusters Score -3482145 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13527 members 
Mstep: Class 2 contains 13914 members 
Entering Unmasked Estep 
Score: -3482763.000000 Penalty: 5069.017578
	Iteration 2F: 3 clusters Score -3482763 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13323 members 
Mstep: Class 2 contains 14118 members 
Entering Unmasked Estep 
Score: -3483428.500000 Penalty: 5069.017578
	Iteration 3F: 3 clusters Score -3483428 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12992 members 
Mstep: Class 2 contains 14449 members 
Entering Unmasked Estep 
Score: -3484128.500000 Penalty: 5069.017578
	Iteration 4F: 3 clusters Score -3484128 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12481 members 
Mstep: Class 2 contains 14960 members 
Entering Unmasked Estep 
Score: -3484876.750000 Penalty: 5069.017578
	Iteration 5F: 3 clusters Score -3484877 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11872 members 
Mstep: Class 2 contains 15569 members 
Entering Unmasked Estep 
Score: -3485663.500000 Penalty: 5069.017578
	Iteration 6F: 3 clusters Score -3485664 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11157 members 
Mstep: Class 2 contains 16284 members 
Entering Unmasked Estep 
Score: -3486566.750000 Penalty: 5069.017578
	Iteration 7F: 3 clusters Score -3486567 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 17089 members 
Entering Unmasked Estep 
Score: -3487475.000000 Penalty: 5069.017578
	Iteration 8F: 3 clusters Score -3487475 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 17914 members 
Entering Unmasked Estep 
Score: -3488374.500000 Penalty: 5069.017578
	Iteration 9Q: 3 clusters Score -3488374 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 18675 members 
Entering Unmasked Estep 
Score: -3489244.250000 Penalty: 5069.017578
	Iteration 10Q: 3 clusters Score -3489244 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 19342 members 
Entering Unmasked Estep 
Score: -3490186.750000 Penalty: 5069.017578
	Iteration 11Q: 3 clusters Score -3490187 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 19919 members 
Entering Unmasked Estep 
Score: -3490973.500000 Penalty: 5069.017578
	Iteration 12Q: 3 clusters Score -3490974 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 20323 members 
Entering Unmasked Estep 
Score: -3491500.500000 Penalty: 5069.017578
	Iteration 13Q: 3 clusters Score -3491500 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 20674 members 
Entering Unmasked Estep 
Score: -3491876.250000 Penalty: 5069.017578
	Iteration 14Q: 3 clusters Score -3491876 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 20940 members 
Entering Unmasked Estep 
Score: -3492136.000000 Penalty: 5069.017578
	Iteration 15Q: 3 clusters Score -3492136 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 21127 members 
Entering Unmasked Estep 
Score: -3492294.500000 Penalty: 5069.017578
	Iteration 16Q: 3 clusters Score -3492294 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 21314 members 
Entering Unmasked Estep 
Score: -3492389.250000 Penalty: 5069.017578
	Iteration 17Q: 3 clusters Score -3492389 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 21468 members 
Entering Unmasked Estep 
Score: -3492473.000000 Penalty: 5069.017578
	Iteration 18Q: 3 clusters Score -3492473 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 21593 members 
Entering Unmasked Estep 
Score: -3492541.000000 Penalty: 5069.017578
	Iteration 19Q: 3 clusters Score -3492541 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 21720 members 
Entering Unmasked Estep 
Score: -3492577.250000 Penalty: 5069.017578
	Iteration 20F: 3 clusters Score -3492577 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 21835 members 
Entering Unmasked Estep 
Score: -3492593.250000 Penalty: 5069.017578
	Iteration 21Q: 3 clusters Score -3492593 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 21943 members 
Entering Unmasked Estep 
Score: -3492620.000000 Penalty: 5069.017578
	Iteration 22Q: 3 clusters Score -3492620 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 22050 members 
Entering Unmasked Estep 
Score: -3492651.500000 Penalty: 5069.017578
	Iteration 23Q: 3 clusters Score -3492652 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 22149 members 
Entering Unmasked Estep 
Score: -3492682.250000 Penalty: 5069.017578
	Iteration 24Q: 3 clusters Score -3492682 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 22229 members 
Entering Unmasked Estep 
Score: -3492710.250000 Penalty: 5069.017578
	Iteration 25Q: 3 clusters Score -3492710 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 22311 members 
Entering Unmasked Estep 
Score: -3492736.750000 Penalty: 5069.017578
	Iteration 26Q: 3 clusters Score -3492737 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 22398 members 
Entering Unmasked Estep 
Score: -3492756.250000 Penalty: 5069.017578
	Iteration 27Q: 3 clusters Score -3492756 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 22461 members 
Entering Unmasked Estep 
Score: -3492768.250000 Penalty: 5069.017578
	Iteration 28Q: 3 clusters Score -3492768 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 22521 members 
Entering Unmasked Estep 
Score: -3492761.000000 Penalty: 5069.017578
	Iteration 29Q: 3 clusters Score -3492761 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 22561 members 
Entering Unmasked Estep 
Score: -3492774.750000 Penalty: 5069.017578
	Iteration 30Q: 3 clusters Score -3492775 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 22597 members 
Entering Unmasked Estep 
Score: -3492787.750000 Penalty: 5069.017578
	Iteration 31Q: 3 clusters Score -3492788 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 22627 members 
Entering Unmasked Estep 
Score: -3492790.250000 Penalty: 5069.017578
	Iteration 32Q: 3 clusters Score -3492790 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 22651 members 
Entering Unmasked Estep 
Score: -3492791.500000 Penalty: 5069.017578
	Iteration 33Q: 3 clusters Score -3492792 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 22672 members 
Entering Unmasked Estep 
Score: -3492789.750000 Penalty: 5069.017578
	Iteration 34Q: 3 clusters Score -3492790 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 22691 members 
Entering Unmasked Estep 
Score: -3492792.750000 Penalty: 5069.017578
	Iteration 35Q: 3 clusters Score -3492793 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 22708 members 
Entering Unmasked Estep 
Score: -3492792.000000 Penalty: 5069.017578
	Iteration 36Q: 3 clusters Score -3492792 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 22722 members 
Entering Unmasked Estep 
Score: -3492790.750000 Penalty: 5069.017578
	Iteration 37Q: 3 clusters Score -3492791 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 22734 members 
Entering Unmasked Estep 
Score: -3492794.750000 Penalty: 5069.017578
	Iteration 38Q: 3 clusters Score -3492795 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 22749 members 
Entering Unmasked Estep 
Score: -3492804.250000 Penalty: 5069.017578
	Iteration 39Q: 3 clusters Score -3492804 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 22761 members 
Entering Unmasked Estep 
Score: -3492805.000000 Penalty: 5069.017578
	Iteration 40F: 3 clusters Score -3492805 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 22772 members 
Entering Unmasked Estep 
Score: -3492799.500000 Penalty: 5069.017578
	Iteration 41Q: 3 clusters Score -3492800 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 22779 members 
Entering Unmasked Estep 
Score: -3492800.250000 Penalty: 5069.017578
	Iteration 42Q: 3 clusters Score -3492800 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 22782 members 
Entering Unmasked Estep 
Score: -3492798.750000 Penalty: 5069.017578
	Iteration 43Q: 3 clusters Score -3492799 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 22785 members 
Entering Unmasked Estep 
Score: -3492796.250000 Penalty: 5069.017578
	Iteration 44Q: 3 clusters Score -3492796 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 22788 members 
Entering Unmasked Estep 
Score: -3492802.250000 Penalty: 5069.017578
	Iteration 45Q: 3 clusters Score -3492802 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 22788 members 
Entering Unmasked Estep 
Score: -3492802.250000 Penalty: 5069.017578
	Iteration 46F: 3 clusters Score -3492802 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (11153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11153 members 
Entering Unmasked Estep 
Score: -1395972.500000 Penalty: 2311.227051
	Iteration 0F: 2 clusters Score -1395972 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -1387560.875000 Penalty: 4622.454102
	Iteration 0F: 3 clusters Score -1387561 nChanged 4682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -1390143.125000 Penalty: 4622.454102
	Iteration 1F: 3 clusters Score -1390143 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -1390486.750000 Penalty: 4622.454102
	Iteration 2F: 3 clusters Score -1390487 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -1390763.625000 Penalty: 4622.454102
	Iteration 3F: 3 clusters Score -1390764 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -1391004.000000 Penalty: 4622.454102
	Iteration 4Q: 3 clusters Score -1391004 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -1391214.500000 Penalty: 4622.454102
	Iteration 5Q: 3 clusters Score -1391214 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -1391430.125000 Penalty: 4622.454102
	Iteration 6Q: 3 clusters Score -1391430 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -1391632.125000 Penalty: 4622.454102
	Iteration 7Q: 3 clusters Score -1391632 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -1391824.125000 Penalty: 4622.454102
	Iteration 8Q: 3 clusters Score -1391824 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -1392039.500000 Penalty: 4622.454102
	Iteration 9Q: 3 clusters Score -1392040 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -1392295.125000 Penalty: 4622.454102
	Iteration 10Q: 3 clusters Score -1392295 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -1392570.625000 Penalty: 4622.454102
	Iteration 11Q: 3 clusters Score -1392571 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -1392860.750000 Penalty: 4622.454102
	Iteration 12Q: 3 clusters Score -1392861 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -1393105.125000 Penalty: 4622.454102
	Iteration 13Q: 3 clusters Score -1393105 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -1393310.000000 Penalty: 4622.454102
	Iteration 14Q: 3 clusters Score -1393310 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -1393456.625000 Penalty: 4622.454102
	Iteration 15Q: 3 clusters Score -1393457 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -1393554.625000 Penalty: 4622.454102
	Iteration 16Q: 3 clusters Score -1393555 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -1393627.625000 Penalty: 4622.454102
	Iteration 17Q: 3 clusters Score -1393628 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -1393681.000000 Penalty: 4622.454102
	Iteration 18Q: 3 clusters Score -1393681 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -1393717.375000 Penalty: 4622.454102
	Iteration 19Q: 3 clusters Score -1393717 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -1393749.500000 Penalty: 4622.454102
	Iteration 20F: 3 clusters Score -1393750 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -1393777.750000 Penalty: 4622.454102
	Iteration 21Q: 3 clusters Score -1393778 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -1393801.625000 Penalty: 4622.454102
	Iteration 22Q: 3 clusters Score -1393802 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -1393824.750000 Penalty: 4622.454102
	Iteration 23Q: 3 clusters Score -1393825 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -1393846.875000 Penalty: 4622.454102
	Iteration 24Q: 3 clusters Score -1393847 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -1393874.000000 Penalty: 4622.454102
	Iteration 25Q: 3 clusters Score -1393874 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -1393901.500000 Penalty: 4622.454102
	Iteration 26Q: 3 clusters Score -1393902 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -1393930.500000 Penalty: 4622.454102
	Iteration 27Q: 3 clusters Score -1393930 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -1393951.125000 Penalty: 4622.454102
	Iteration 28Q: 3 clusters Score -1393951 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -1393985.875000 Penalty: 4622.454102
	Iteration 29Q: 3 clusters Score -1393986 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9135 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -1394006.500000 Penalty: 4622.454102
	Iteration 30Q: 3 clusters Score -1394006 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -1394037.750000 Penalty: 4622.454102
	Iteration 31Q: 3 clusters Score -1394038 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9213 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -1394057.000000 Penalty: 4622.454102
	Iteration 32Q: 3 clusters Score -1394057 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -1394083.750000 Penalty: 4622.454102
	Iteration 33Q: 3 clusters Score -1394084 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -1394114.750000 Penalty: 4622.454102
	Iteration 34Q: 3 clusters Score -1394115 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -1394155.500000 Penalty: 4622.454102
	Iteration 35Q: 3 clusters Score -1394156 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -1394190.375000 Penalty: 4622.454102
	Iteration 36Q: 3 clusters Score -1394190 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -1394233.500000 Penalty: 4622.454102
	Iteration 37Q: 3 clusters Score -1394234 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -1394273.125000 Penalty: 4622.454102
	Iteration 38Q: 3 clusters Score -1394273 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -1394296.000000 Penalty: 4622.454102
	Iteration 39Q: 3 clusters Score -1394296 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -1394321.875000 Penalty: 4622.454102
	Iteration 40F: 3 clusters Score -1394322 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -1394336.500000 Penalty: 4622.454102
	Iteration 41Q: 3 clusters Score -1394336 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -1394356.375000 Penalty: 4622.454102
	Iteration 42Q: 3 clusters Score -1394356 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -1394371.375000 Penalty: 4622.454102
	Iteration 43Q: 3 clusters Score -1394371 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -1394392.500000 Penalty: 4622.454102
	Iteration 44Q: 3 clusters Score -1394392 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -1394410.000000 Penalty: 4622.454102
	Iteration 45Q: 3 clusters Score -1394410 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -1394432.625000 Penalty: 4622.454102
	Iteration 46Q: 3 clusters Score -1394433 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -1394459.000000 Penalty: 4622.454102
	Iteration 47Q: 3 clusters Score -1394459 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -1394476.375000 Penalty: 4622.454102
	Iteration 48Q: 3 clusters Score -1394476 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9432 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -1394487.625000 Penalty: 4622.454102
	Iteration 49Q: 3 clusters Score -1394488 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -1394495.500000 Penalty: 4622.454102
	Iteration 50Q: 3 clusters Score -1394496 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -1394505.000000 Penalty: 4622.454102
	Iteration 51Q: 3 clusters Score -1394505 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -1394508.000000 Penalty: 4622.454102
	Iteration 52Q: 3 clusters Score -1394508 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -1394512.500000 Penalty: 4622.454102
	Iteration 53Q: 3 clusters Score -1394512 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9432 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -1394516.250000 Penalty: 4622.454102
	Iteration 54Q: 3 clusters Score -1394516 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -1394515.125000 Penalty: 4622.454102
	Iteration 55Q: 3 clusters Score -1394515 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -1394526.000000 Penalty: 4622.454102
	Iteration 56Q: 3 clusters Score -1394526 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -1394529.375000 Penalty: 4622.454102
	Iteration 57Q: 3 clusters Score -1394529 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -1394529.500000 Penalty: 4622.454102
	Iteration 58Q: 3 clusters Score -1394530 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -1394533.375000 Penalty: 4622.454102
	Iteration 59Q: 3 clusters Score -1394533 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -1394535.250000 Penalty: 4622.454102
	Iteration 60F: 3 clusters Score -1394535 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -1394538.125000 Penalty: 4622.454102
	Iteration 61Q: 3 clusters Score -1394538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -1394537.750000 Penalty: 4622.454102
	Iteration 62Q: 3 clusters Score -1394538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -1394539.500000 Penalty: 4622.454102
	Iteration 63Q: 3 clusters Score -1394540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -1394539.375000 Penalty: 4622.454102
	Iteration 64Q: 3 clusters Score -1394539 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -1394539.375000 Penalty: 4622.454102
	Iteration 65F: 3 clusters Score -1394539 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Entering Unmasked Estep 
Score: -141099.453125 Penalty: 1755.846558
	Iteration 0F: 2 clusters Score -141099.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -139407.453125 Penalty: 3511.693115
	Iteration 0F: 3 clusters Score -139407.5 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -141987.437500 Penalty: 3511.693115
	Iteration 1F: 3 clusters Score -141987.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -142748.437500 Penalty: 3511.693115
	Iteration 2F: 3 clusters Score -142748.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -143226.031250 Penalty: 3511.693115
	Iteration 3F: 3 clusters Score -143226 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -143459.718750 Penalty: 3511.693115
	Iteration 4Q: 3 clusters Score -143459.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -143648.515625 Penalty: 3511.693115
	Iteration 5Q: 3 clusters Score -143648.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -143671.609375 Penalty: 3511.693115
	Iteration 6Q: 3 clusters Score -143671.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -143678.562500 Penalty: 3511.693115
	Iteration 7Q: 3 clusters Score -143678.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -143684.000000 Penalty: 3511.693115
	Iteration 8Q: 3 clusters Score -143684 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -143684.281250 Penalty: 3511.693115
	Iteration 9Q: 3 clusters Score -143684.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -143684.281250 Penalty: 3511.693115
	Iteration 10F: 3 clusters Score -143684.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 23711 members 
Mstep: Class 2 contains 6711 members 
Mstep: Class 3 contains 1099 members 
Mstep: Class 4 contains 224599 members 
Mstep: Class 5 contains 4151 members 
Mstep: Class 6 contains 2448 members 
Mstep: Class 7 contains 9641 members 
Mstep: Class 8 contains 13365 members 
Mstep: Class 9 contains 7626 members 
Mstep: Class 10 contains 27441 members 
Mstep: Class 11 contains 11153 members 
Mstep: Class 12 contains 662 members 
Mstep: Class 13 contains 5811 members 
Mstep: Class 14 contains 36724 members 
Mstep: Class 15 contains 185063 members 
Mstep: Class 16 contains 23459 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 18727 members 
Mstep: Class 19 contains 164728 members 
Mstep: Class 20 contains 57347 members 
Mstep: Class 21 contains 2444 members 
Mstep: Class 22 contains 2808 members 
Mstep: Class 23 contains 4453 members 
Mstep: Class 24 contains 4779 members 
Mstep: Class 25 contains 44502 members 
Mstep: Class 26 contains 60024 members 
Mstep: Class 27 contains 42060 members 
Mstep: Class 28 contains 1632 members 
Mstep: Class 29 contains 44998 members 
Mstep: Class 30 contains 12177 members 
Mstep: Class 31 contains 5574 members 
Mstep: Class 32 contains 493 members 
Mstep: Class 33 contains 8677 members 
Mstep: Class 34 contains 849 members 
Mstep: Class 35 contains 3432 members 
Mstep: Class 36 contains 8026 members 
Mstep: Class 37 contains 4211 members 
Mstep: Class 38 contains 1006 members 
Mstep: Class 39 contains 4894 members 
Mstep: Class 40 contains 18160 members 
Mstep: Class 41 contains 414 members 
Mstep: Class 42 contains 4486 members 
Mstep: Class 43 contains 3402 members 
Mstep: Class 44 contains 7400 members 
Mstep: Class 45 contains 19567 members 
Mstep: Class 46 contains 13845 members 
Mstep: Class 47 contains 1044 members 
Mstep: Class 48 contains 8323 members 
Mstep: Class 49 contains 27708 members 
Mstep: Class 50 contains 280 members 
Mstep: Class 51 contains 1003 members 
Mstep: Class 52 contains 526 members 
Entering Unmasked Estep 
Score: -147501440.000000 Penalty: 180389.140625
Splitting cluster 12 changes total score from -147500400.000000 to -147501440.000000
So it's getting split into cluster 52.
Entering ConstructFrom: 
Trying to split cluster 13 (5811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Entering Unmasked Estep 
Score: -722834.875000 Penalty: 2149.541992
	Iteration 0F: 2 clusters Score -722834.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -717833.375000 Penalty: 4299.083984
	Iteration 0F: 3 clusters Score -717833.4 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -719093.062500 Penalty: 4299.083984
	Iteration 1F: 3 clusters Score -719093.1 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -719348.312500 Penalty: 4299.083984
	Iteration 2F: 3 clusters Score -719348.3 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -719549.687500 Penalty: 4299.083984
	Iteration 3F: 3 clusters Score -719549.7 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -719698.187500 Penalty: 4299.083984
	Iteration 4Q: 3 clusters Score -719698.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -719810.250000 Penalty: 4299.083984
	Iteration 5Q: 3 clusters Score -719810.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -719933.750000 Penalty: 4299.083984
	Iteration 6Q: 3 clusters Score -719933.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -720063.812500 Penalty: 4299.083984
	Iteration 7Q: 3 clusters Score -720063.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -720198.500000 Penalty: 4299.083984
	Iteration 8Q: 3 clusters Score -720198.5 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -720360.562500 Penalty: 4299.083984
	Iteration 9Q: 3 clusters Score -720360.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -720535.250000 Penalty: 4299.083984
	Iteration 10Q: 3 clusters Score -720535.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -720716.000000 Penalty: 4299.083984
	Iteration 11Q: 3 clusters Score -720716 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -720889.687500 Penalty: 4299.083984
	Iteration 12Q: 3 clusters Score -720889.7 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -721072.187500 Penalty: 4299.083984
	Iteration 13Q: 3 clusters Score -721072.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -721343.375000 Penalty: 4299.083984
	Iteration 14Q: 3 clusters Score -721343.4 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -721752.625000 Penalty: 4299.083984
	Iteration 15Q: 3 clusters Score -721752.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -722147.812500 Penalty: 4299.083984
	Iteration 16Q: 3 clusters Score -722147.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -722419.562500 Penalty: 4299.083984
	Iteration 17Q: 3 clusters Score -722419.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -722700.062500 Penalty: 4299.083984
	Iteration 18Q: 3 clusters Score -722700.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -722993.375000 Penalty: 4299.083984
	Iteration 19Q: 3 clusters Score -722993.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -723126.687500 Penalty: 4299.083984
	Iteration 20F: 3 clusters Score -723126.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -723163.812500 Penalty: 4299.083984
	Iteration 21Q: 3 clusters Score -723163.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -723183.000000 Penalty: 4299.083984
	Iteration 22Q: 3 clusters Score -723183 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -723188.750000 Penalty: 4299.083984
	Iteration 23Q: 3 clusters Score -723188.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -723195.062500 Penalty: 4299.083984
	Iteration 24Q: 3 clusters Score -723195.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -723199.000000 Penalty: 4299.083984
	Iteration 25Q: 3 clusters Score -723199 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -723201.687500 Penalty: 4299.083984
	Iteration 26Q: 3 clusters Score -723201.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -723203.250000 Penalty: 4299.083984
	Iteration 27Q: 3 clusters Score -723203.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -723204.000000 Penalty: 4299.083984
	Iteration 28Q: 3 clusters Score -723204 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -723205.062500 Penalty: 4299.083984
	Iteration 29Q: 3 clusters Score -723205.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -723205.000000 Penalty: 4299.083984
	Iteration 30Q: 3 clusters Score -723205 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -723206.750000 Penalty: 4299.083984
	Iteration 31Q: 3 clusters Score -723206.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -723208.750000 Penalty: 4299.083984
	Iteration 32Q: 3 clusters Score -723208.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -723208.750000 Penalty: 4299.083984
	Iteration 33F: 3 clusters Score -723208.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 23711 members 
Mstep: Class 2 contains 6711 members 
Mstep: Class 3 contains 1099 members 
Mstep: Class 4 contains 224599 members 
Mstep: Class 5 contains 4151 members 
Mstep: Class 6 contains 2448 members 
Mstep: Class 7 contains 9641 members 
Mstep: Class 8 contains 13365 members 
Mstep: Class 9 contains 7626 members 
Mstep: Class 10 contains 27441 members 
Mstep: Class 11 contains 11153 members 
Mstep: Class 12 contains 662 members 
Mstep: Class 13 contains 2640 members 
Mstep: Class 14 contains 36724 members 
Mstep: Class 15 contains 185063 members 
Mstep: Class 16 contains 23459 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 18727 members 
Mstep: Class 19 contains 164728 members 
Mstep: Class 20 contains 57347 members 
Mstep: Class 21 contains 2444 members 
Mstep: Class 22 contains 2808 members 
Mstep: Class 23 contains 4453 members 
Mstep: Class 24 contains 4779 members 
Mstep: Class 25 contains 44502 members 
Mstep: Class 26 contains 60024 members 
Mstep: Class 27 contains 42060 members 
Mstep: Class 28 contains 1632 members 
Mstep: Class 29 contains 44998 members 
Mstep: Class 30 contains 12177 members 
Mstep: Class 31 contains 5574 members 
Mstep: Class 32 contains 493 members 
Mstep: Class 33 contains 8677 members 
Mstep: Class 34 contains 849 members 
Mstep: Class 35 contains 3432 members 
Mstep: Class 36 contains 8026 members 
Mstep: Class 37 contains 4211 members 
Mstep: Class 38 contains 1006 members 
Mstep: Class 39 contains 4894 members 
Mstep: Class 40 contains 18160 members 
Mstep: Class 41 contains 414 members 
Mstep: Class 42 contains 4486 members 
Mstep: Class 43 contains 3402 members 
Mstep: Class 44 contains 7400 members 
Mstep: Class 45 contains 19567 members 
Mstep: Class 46 contains 13845 members 
Mstep: Class 47 contains 1044 members 
Mstep: Class 48 contains 8323 members 
Mstep: Class 49 contains 27708 members 
Mstep: Class 50 contains 280 members 
Mstep: Class 51 contains 1003 members 
Mstep: Class 52 contains 526 members 
Mstep: Class 53 contains 3171 members 
Entering Unmasked Estep 
Score: -147500736.000000 Penalty: 183858.156250
Splitting cluster 13 changes total score from -147500400.000000 to -147500736.000000
So it's getting split into cluster 53.
Entering ConstructFrom: 
Trying to split cluster 14 (36724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36724 members 
Entering Unmasked Estep 
Score: -4628700.500000 Penalty: 2606.773926
	Iteration 0F: 2 clusters Score -4628700 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18226 members 
Mstep: Class 2 contains 18498 members 
Entering Unmasked Estep 
Score: -4603660.000000 Penalty: 5213.547852
	Iteration 0F: 3 clusters Score -4603660 nChanged 16708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17392 members 
Mstep: Class 2 contains 19332 members 
Entering Unmasked Estep 
Score: -4612873.000000 Penalty: 5213.547852
	Iteration 1F: 3 clusters Score -4612873 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16811 members 
Mstep: Class 2 contains 19913 members 
Entering Unmasked Estep 
Score: -4613584.000000 Penalty: 5213.547852
	Iteration 2F: 3 clusters Score -4613584 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15954 members 
Mstep: Class 2 contains 20770 members 
Entering Unmasked Estep 
Score: -4614439.500000 Penalty: 5213.547852
	Iteration 3F: 3 clusters Score -4614440 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14889 members 
Mstep: Class 2 contains 21835 members 
Entering Unmasked Estep 
Score: -4615492.000000 Penalty: 5213.547852
	Iteration 4F: 3 clusters Score -4615492 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13626 members 
Mstep: Class 2 contains 23098 members 
Entering Unmasked Estep 
Score: -4616778.000000 Penalty: 5213.547852
	Iteration 5F: 3 clusters Score -4616778 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12145 members 
Mstep: Class 2 contains 24579 members 
Entering Unmasked Estep 
Score: -4618434.500000 Penalty: 5213.547852
	Iteration 6F: 3 clusters Score -4618434 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10628 members 
Mstep: Class 2 contains 26096 members 
Entering Unmasked Estep 
Score: -4620363.500000 Penalty: 5213.547852
	Iteration 7F: 3 clusters Score -4620364 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 27400 members 
Entering Unmasked Estep 
Score: -4622131.500000 Penalty: 5213.547852
	Iteration 8F: 3 clusters Score -4622132 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 28387 members 
Entering Unmasked Estep 
Score: -4623341.500000 Penalty: 5213.547852
	Iteration 9Q: 3 clusters Score -4623342 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 29129 members 
Entering Unmasked Estep 
Score: -4624039.500000 Penalty: 5213.547852
	Iteration 10Q: 3 clusters Score -4624040 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 29712 members 
Entering Unmasked Estep 
Score: -4624471.500000 Penalty: 5213.547852
	Iteration 11Q: 3 clusters Score -4624472 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 30265 members 
Entering Unmasked Estep 
Score: -4624801.500000 Penalty: 5213.547852
	Iteration 12Q: 3 clusters Score -4624802 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 30698 members 
Entering Unmasked Estep 
Score: -4625051.000000 Penalty: 5213.547852
	Iteration 13Q: 3 clusters Score -4625051 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 31079 members 
Entering Unmasked Estep 
Score: -4625222.500000 Penalty: 5213.547852
	Iteration 14Q: 3 clusters Score -4625222 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 31410 members 
Entering Unmasked Estep 
Score: -4625365.500000 Penalty: 5213.547852
	Iteration 15Q: 3 clusters Score -4625366 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 31718 members 
Entering Unmasked Estep 
Score: -4625496.500000 Penalty: 5213.547852
	Iteration 16Q: 3 clusters Score -4625496 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 32005 members 
Entering Unmasked Estep 
Score: -4625610.500000 Penalty: 5213.547852
	Iteration 17Q: 3 clusters Score -4625610 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 32263 members 
Entering Unmasked Estep 
Score: -4625710.500000 Penalty: 5213.547852
	Iteration 18Q: 3 clusters Score -4625710 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 32497 members 
Entering Unmasked Estep 
Score: -4625821.500000 Penalty: 5213.547852
	Iteration 19Q: 3 clusters Score -4625822 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 32733 members 
Entering Unmasked Estep 
Score: -4625936.000000 Penalty: 5213.547852
	Iteration 20F: 3 clusters Score -4625936 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 32963 members 
Entering Unmasked Estep 
Score: -4626045.000000 Penalty: 5213.547852
	Iteration 21Q: 3 clusters Score -4626045 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 33153 members 
Entering Unmasked Estep 
Score: -4626155.000000 Penalty: 5213.547852
	Iteration 22Q: 3 clusters Score -4626155 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 33330 members 
Entering Unmasked Estep 
Score: -4626250.000000 Penalty: 5213.547852
	Iteration 23Q: 3 clusters Score -4626250 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 33481 members 
Entering Unmasked Estep 
Score: -4626322.500000 Penalty: 5213.547852
	Iteration 24Q: 3 clusters Score -4626322 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 33614 members 
Entering Unmasked Estep 
Score: -4626425.000000 Penalty: 5213.547852
	Iteration 25Q: 3 clusters Score -4626425 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 33714 members 
Entering Unmasked Estep 
Score: -4626506.500000 Penalty: 5213.547852
	Iteration 26Q: 3 clusters Score -4626506 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 33796 members 
Entering Unmasked Estep 
Score: -4626579.500000 Penalty: 5213.547852
	Iteration 27Q: 3 clusters Score -4626580 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 33846 members 
Entering Unmasked Estep 
Score: -4626635.500000 Penalty: 5213.547852
	Iteration 28Q: 3 clusters Score -4626636 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 33900 members 
Entering Unmasked Estep 
Score: -4626690.000000 Penalty: 5213.547852
	Iteration 29Q: 3 clusters Score -4626690 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 33945 members 
Entering Unmasked Estep 
Score: -4626748.000000 Penalty: 5213.547852
	Iteration 30Q: 3 clusters Score -4626748 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 33977 members 
Entering Unmasked Estep 
Score: -4626794.500000 Penalty: 5213.547852
	Iteration 31Q: 3 clusters Score -4626794 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 34008 members 
Entering Unmasked Estep 
Score: -4626831.000000 Penalty: 5213.547852
	Iteration 32Q: 3 clusters Score -4626831 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 34051 members 
Entering Unmasked Estep 
Score: -4626874.000000 Penalty: 5213.547852
	Iteration 33Q: 3 clusters Score -4626874 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 34088 members 
Entering Unmasked Estep 
Score: -4626893.500000 Penalty: 5213.547852
	Iteration 34Q: 3 clusters Score -4626894 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 34118 members 
Entering Unmasked Estep 
Score: -4626899.500000 Penalty: 5213.547852
	Iteration 35Q: 3 clusters Score -4626900 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 34145 members 
Entering Unmasked Estep 
Score: -4626920.000000 Penalty: 5213.547852
	Iteration 36Q: 3 clusters Score -4626920 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 34173 members 
Entering Unmasked Estep 
Score: -4626931.500000 Penalty: 5213.547852
	Iteration 37Q: 3 clusters Score -4626932 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 34192 members 
Entering Unmasked Estep 
Score: -4626940.000000 Penalty: 5213.547852
	Iteration 38Q: 3 clusters Score -4626940 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 34212 members 
Entering Unmasked Estep 
Score: -4626943.000000 Penalty: 5213.547852
	Iteration 39Q: 3 clusters Score -4626943 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 34233 members 
Entering Unmasked Estep 
Score: -4626944.500000 Penalty: 5213.547852
	Iteration 40F: 3 clusters Score -4626944 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 34244 members 
Entering Unmasked Estep 
Score: -4626954.000000 Penalty: 5213.547852
	Iteration 41Q: 3 clusters Score -4626954 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 34261 members 
Entering Unmasked Estep 
Score: -4626962.000000 Penalty: 5213.547852
	Iteration 42Q: 3 clusters Score -4626962 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 34281 members 
Entering Unmasked Estep 
Score: -4626965.000000 Penalty: 5213.547852
	Iteration 43Q: 3 clusters Score -4626965 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 34295 members 
Entering Unmasked Estep 
Score: -4626965.500000 Penalty: 5213.547852
	Iteration 44Q: 3 clusters Score -4626966 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 34304 members 
Entering Unmasked Estep 
Score: -4626967.500000 Penalty: 5213.547852
	Iteration 45Q: 3 clusters Score -4626968 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 34309 members 
Entering Unmasked Estep 
Score: -4626974.500000 Penalty: 5213.547852
	Iteration 46Q: 3 clusters Score -4626974 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 34314 members 
Entering Unmasked Estep 
Score: -4626976.000000 Penalty: 5213.547852
	Iteration 47Q: 3 clusters Score -4626976 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 34317 members 
Entering Unmasked Estep 
Score: -4626984.000000 Penalty: 5213.547852
	Iteration 48Q: 3 clusters Score -4626984 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 34324 members 
Entering Unmasked Estep 
Score: -4626983.500000 Penalty: 5213.547852
	Iteration 49Q: 3 clusters Score -4626984 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 34335 members 
Entering Unmasked Estep 
Score: -4626990.000000 Penalty: 5213.547852
	Iteration 50Q: 3 clusters Score -4626990 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 34343 members 
Entering Unmasked Estep 
Score: -4626990.500000 Penalty: 5213.547852
	Iteration 51Q: 3 clusters Score -4626990 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 34349 members 
Entering Unmasked Estep 
Score: -4626991.500000 Penalty: 5213.547852
	Iteration 52Q: 3 clusters Score -4626992 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 34354 members 
Entering Unmasked Estep 
Score: -4626990.500000 Penalty: 5213.547852
	Iteration 53Q: 3 clusters Score -4626990 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 34361 members 
Entering Unmasked Estep 
Score: -4626994.500000 Penalty: 5213.547852
	Iteration 54Q: 3 clusters Score -4626994 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 34365 members 
Entering Unmasked Estep 
Score: -4627000.000000 Penalty: 5213.547852
	Iteration 55Q: 3 clusters Score -4627000 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 34371 members 
Entering Unmasked Estep 
Score: -4626992.500000 Penalty: 5213.547852
	Iteration 56Q: 3 clusters Score -4626992 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 34383 members 
Entering Unmasked Estep 
Score: -4627005.000000 Penalty: 5213.547852
	Iteration 57Q: 3 clusters Score -4627005 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 34391 members 
Entering Unmasked Estep 
Score: -4627001.000000 Penalty: 5213.547852
	Iteration 58Q: 3 clusters Score -4627001 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 34397 members 
Entering Unmasked Estep 
Score: -4626999.500000 Penalty: 5213.547852
	Iteration 59Q: 3 clusters Score -4627000 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 34400 members 
Entering Unmasked Estep 
Score: -4627005.500000 Penalty: 5213.547852
	Iteration 60F: 3 clusters Score -4627006 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 34398 members 
Entering Unmasked Estep 
Score: -4627004.000000 Penalty: 5213.547852
	Iteration 61Q: 3 clusters Score -4627004 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 34399 members 
Entering Unmasked Estep 
Score: -4627010.000000 Penalty: 5213.547852
	Iteration 62Q: 3 clusters Score -4627010 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 34400 members 
Entering Unmasked Estep 
Score: -4627009.000000 Penalty: 5213.547852
	Iteration 63Q: 3 clusters Score -4627009 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 34401 members 
Entering Unmasked Estep 
Score: -4627007.000000 Penalty: 5213.547852
	Iteration 64Q: 3 clusters Score -4627007 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 34402 members 
Entering Unmasked Estep 
Score: -4627010.000000 Penalty: 5213.547852
	Iteration 65Q: 3 clusters Score -4627010 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 34404 members 
Entering Unmasked Estep 
Score: -4627012.000000 Penalty: 5213.547852
	Iteration 66Q: 3 clusters Score -4627012 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 34406 members 
Entering Unmasked Estep 
Score: -4627010.000000 Penalty: 5213.547852
	Iteration 67Q: 3 clusters Score -4627010 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 34408 members 
Entering Unmasked Estep 
Score: -4627010.500000 Penalty: 5213.547852
	Iteration 68Q: 3 clusters Score -4627010 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 34410 members 
Entering Unmasked Estep 
Score: -4627011.000000 Penalty: 5213.547852
	Iteration 69Q: 3 clusters Score -4627011 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 34411 members 
Entering Unmasked Estep 
Score: -4627012.500000 Penalty: 5213.547852
	Iteration 70Q: 3 clusters Score -4627012 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 34411 members 
Entering Unmasked Estep 
Score: -4627012.500000 Penalty: 5213.547852
	Iteration 71F: 3 clusters Score -4627012 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (185063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185063 members 
Entering Unmasked Estep 
Score: -23814564.000000 Penalty: 3007.855957
	Iteration 0F: 2 clusters Score -2.381456e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92270 members 
Mstep: Class 2 contains 92793 members 
Entering Unmasked Estep 
Score: -23691826.000000 Penalty: 6015.711914
	Iteration 0F: 3 clusters Score -2.369183e+07 nChanged 89093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88113 members 
Mstep: Class 2 contains 96950 members 
Entering Unmasked Estep 
Score: -23744088.000000 Penalty: 6015.711914
	Iteration 1F: 3 clusters Score -2.374409e+07 nChanged 5512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85487 members 
Mstep: Class 2 contains 99576 members 
Entering Unmasked Estep 
Score: -23745448.000000 Penalty: 6015.711914
	Iteration 2Q: 3 clusters Score -2.374545e+07 nChanged 6478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81305 members 
Mstep: Class 2 contains 103758 members 
Entering Unmasked Estep 
Score: -23747502.000000 Penalty: 6015.711914
	Iteration 3Q: 3 clusters Score -2.37475e+07 nChanged 8046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75023 members 
Mstep: Class 2 contains 110040 members 
Entering Unmasked Estep 
Score: -23751146.000000 Penalty: 6015.711914
	Iteration 4Q: 3 clusters Score -2.375115e+07 nChanged 10397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66048 members 
Mstep: Class 2 contains 119015 members 
Entering Unmasked Estep 
Score: -23757002.000000 Penalty: 6015.711914
	Iteration 5F: 3 clusters Score -2.3757e+07 nChanged 12976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54074 members 
Mstep: Class 2 contains 130989 members 
Entering Unmasked Estep 
Score: -23766470.000000 Penalty: 6015.711914
	Iteration 6F: 3 clusters Score -2.376647e+07 nChanged 14679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40033 members 
Mstep: Class 2 contains 145030 members 
Entering Unmasked Estep 
Score: -23778480.000000 Penalty: 6015.711914
	Iteration 7F: 3 clusters Score -2.377848e+07 nChanged 14282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26033 members 
Mstep: Class 2 contains 159030 members 
Entering Unmasked Estep 
Score: -23791256.000000 Penalty: 6015.711914
	Iteration 8F: 3 clusters Score -2.379126e+07 nChanged 11383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14746 members 
Mstep: Class 2 contains 170317 members 
Entering Unmasked Estep 
Score: -23801720.000000 Penalty: 6015.711914
	Iteration 9F: 3 clusters Score -2.380172e+07 nChanged 6998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 177267 members 
Entering Unmasked Estep 
Score: -23808166.000000 Penalty: 6015.711914
	Iteration 10Q: 3 clusters Score -2.380817e+07 nChanged 3259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 180490 members 
Entering Unmasked Estep 
Score: -23811024.000000 Penalty: 6015.711914
	Iteration 11Q: 3 clusters Score -2.381102e+07 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 181697 members 
Entering Unmasked Estep 
Score: -23812204.000000 Penalty: 6015.711914
	Iteration 12Q: 3 clusters Score -2.38122e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 182148 members 
Entering Unmasked Estep 
Score: -23812594.000000 Penalty: 6015.711914
	Iteration 13Q: 3 clusters Score -2.381259e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 182370 members 
Entering Unmasked Estep 
Score: -23812820.000000 Penalty: 6015.711914
	Iteration 14Q: 3 clusters Score -2.381282e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 182511 members 
Entering Unmasked Estep 
Score: -23812918.000000 Penalty: 6015.711914
	Iteration 15Q: 3 clusters Score -2.381292e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 182616 members 
Entering Unmasked Estep 
Score: -23813008.000000 Penalty: 6015.711914
	Iteration 16Q: 3 clusters Score -2.381301e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 182694 members 
Entering Unmasked Estep 
Score: -23813028.000000 Penalty: 6015.711914
	Iteration 17Q: 3 clusters Score -2.381303e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 182747 members 
Entering Unmasked Estep 
Score: -23813074.000000 Penalty: 6015.711914
	Iteration 18Q: 3 clusters Score -2.381307e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 182785 members 
Entering Unmasked Estep 
Score: -23813068.000000 Penalty: 6015.711914
	Iteration 19Q: 3 clusters Score -2.381307e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 182820 members 
Entering Unmasked Estep 
Score: -23813042.000000 Penalty: 6015.711914
	Iteration 20F: 3 clusters Score -2.381304e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 182860 members 
Entering Unmasked Estep 
Score: -23813026.000000 Penalty: 6015.711914
	Iteration 21Q: 3 clusters Score -2.381303e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 182899 members 
Entering Unmasked Estep 
Score: -23813080.000000 Penalty: 6015.711914
	Iteration 22Q: 3 clusters Score -2.381308e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 182923 members 
Entering Unmasked Estep 
Score: -23813076.000000 Penalty: 6015.711914
	Iteration 23Q: 3 clusters Score -2.381308e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 182941 members 
Entering Unmasked Estep 
Score: -23813064.000000 Penalty: 6015.711914
	Iteration 24Q: 3 clusters Score -2.381306e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 182953 members 
Entering Unmasked Estep 
Score: -23813082.000000 Penalty: 6015.711914
	Iteration 25Q: 3 clusters Score -2.381308e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 182970 members 
Entering Unmasked Estep 
Score: -23813092.000000 Penalty: 6015.711914
	Iteration 26Q: 3 clusters Score -2.381309e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 182980 members 
Entering Unmasked Estep 
Score: -23813088.000000 Penalty: 6015.711914
	Iteration 27Q: 3 clusters Score -2.381309e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 182996 members 
Entering Unmasked Estep 
Score: -23813068.000000 Penalty: 6015.711914
	Iteration 28Q: 3 clusters Score -2.381307e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 183016 members 
Entering Unmasked Estep 
Score: -23813034.000000 Penalty: 6015.711914
	Iteration 29Q: 3 clusters Score -2.381303e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 183030 members 
Entering Unmasked Estep 
Score: -23813082.000000 Penalty: 6015.711914
	Iteration 30Q: 3 clusters Score -2.381308e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 183041 members 
Entering Unmasked Estep 
Score: -23813090.000000 Penalty: 6015.711914
	Iteration 31Q: 3 clusters Score -2.381309e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 183053 members 
Entering Unmasked Estep 
Score: -23813080.000000 Penalty: 6015.711914
	Iteration 32Q: 3 clusters Score -2.381308e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 183058 members 
Entering Unmasked Estep 
Score: -23813076.000000 Penalty: 6015.711914
	Iteration 33Q: 3 clusters Score -2.381308e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 183063 members 
Entering Unmasked Estep 
Score: -23813068.000000 Penalty: 6015.711914
	Iteration 34Q: 3 clusters Score -2.381307e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 183067 members 
Entering Unmasked Estep 
Score: -23813068.000000 Penalty: 6015.711914
	Iteration 35Q: 3 clusters Score -2.381307e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 183071 members 
Entering Unmasked Estep 
Score: -23813066.000000 Penalty: 6015.711914
	Iteration 36Q: 3 clusters Score -2.381307e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 183072 members 
Entering Unmasked Estep 
Score: -23813074.000000 Penalty: 6015.711914
	Iteration 37Q: 3 clusters Score -2.381307e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 183072 members 
Entering Unmasked Estep 
Score: -23813074.000000 Penalty: 6015.711914
	Iteration 38Q: 3 clusters Score -2.381307e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 183074 members 
Entering Unmasked Estep 
Score: -23813076.000000 Penalty: 6015.711914
	Iteration 39Q: 3 clusters Score -2.381308e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 183076 members 
Entering Unmasked Estep 
Score: -23813080.000000 Penalty: 6015.711914
	Iteration 40F: 3 clusters Score -2.381308e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 183079 members 
Entering Unmasked Estep 
Score: -23813080.000000 Penalty: 6015.711914
	Iteration 41Q: 3 clusters Score -2.381308e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 183081 members 
Entering Unmasked Estep 
Score: -23813078.000000 Penalty: 6015.711914
	Iteration 42Q: 3 clusters Score -2.381308e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 183083 members 
Entering Unmasked Estep 
Score: -23813082.000000 Penalty: 6015.711914
	Iteration 43Q: 3 clusters Score -2.381308e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 183084 members 
Entering Unmasked Estep 
Score: -23813080.000000 Penalty: 6015.711914
	Iteration 44Q: 3 clusters Score -2.381308e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 183087 members 
Entering Unmasked Estep 
Score: -23813076.000000 Penalty: 6015.711914
	Iteration 45Q: 3 clusters Score -2.381308e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 183088 members 
Entering Unmasked Estep 
Score: -23813062.000000 Penalty: 6015.711914
	Iteration 46Q: 3 clusters Score -2.381306e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 183092 members 
Entering Unmasked Estep 
Score: -23813072.000000 Penalty: 6015.711914
	Iteration 47Q: 3 clusters Score -2.381307e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 183098 members 
Entering Unmasked Estep 
Score: -23813084.000000 Penalty: 6015.711914
	Iteration 48Q: 3 clusters Score -2.381308e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 183101 members 
Entering Unmasked Estep 
Score: -23813096.000000 Penalty: 6015.711914
	Iteration 49Q: 3 clusters Score -2.38131e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 183104 members 
Entering Unmasked Estep 
Score: -23813098.000000 Penalty: 6015.711914
	Iteration 50Q: 3 clusters Score -2.38131e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 183105 members 
Entering Unmasked Estep 
Score: -23813098.000000 Penalty: 6015.711914
	Iteration 51Q: 3 clusters Score -2.38131e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 183103 members 
Entering Unmasked Estep 
Score: -23813112.000000 Penalty: 6015.711914
	Iteration 52Q: 3 clusters Score -2.381311e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 183103 members 
Entering Unmasked Estep 
Score: -23813110.000000 Penalty: 6015.711914
	Iteration 53Q: 3 clusters Score -2.381311e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 183107 members 
Entering Unmasked Estep 
Score: -23813104.000000 Penalty: 6015.711914
	Iteration 54Q: 3 clusters Score -2.38131e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 183111 members 
Entering Unmasked Estep 
Score: -23813116.000000 Penalty: 6015.711914
	Iteration 55Q: 3 clusters Score -2.381312e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 183115 members 
Entering Unmasked Estep 
Score: -23813122.000000 Penalty: 6015.711914
	Iteration 56Q: 3 clusters Score -2.381312e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 183120 members 
Entering Unmasked Estep 
Score: -23813130.000000 Penalty: 6015.711914
	Iteration 57Q: 3 clusters Score -2.381313e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 183122 members 
Entering Unmasked Estep 
Score: -23813128.000000 Penalty: 6015.711914
	Iteration 58Q: 3 clusters Score -2.381313e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 183122 members 
Entering Unmasked Estep 
Score: -23813126.000000 Penalty: 6015.711914
	Iteration 59Q: 3 clusters Score -2.381313e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 183124 members 
Entering Unmasked Estep 
Score: -23813110.000000 Penalty: 6015.711914
	Iteration 60F: 3 clusters Score -2.381311e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (23459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23459 members 
Entering Unmasked Estep 
Score: -2960705.500000 Penalty: 2495.626221
	Iteration 0F: 2 clusters Score -2960706 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11673 members 
Mstep: Class 2 contains 11786 members 
Entering Unmasked Estep 
Score: -2944470.250000 Penalty: 4991.252441
	Iteration 0F: 3 clusters Score -2944470 nChanged 10442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11293 members 
Mstep: Class 2 contains 12166 members 
Entering Unmasked Estep 
Score: -2950187.000000 Penalty: 4991.252441
	Iteration 1F: 3 clusters Score -2950187 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11028 members 
Mstep: Class 2 contains 12431 members 
Entering Unmasked Estep 
Score: -2950860.750000 Penalty: 4991.252441
	Iteration 2F: 3 clusters Score -2950861 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 12845 members 
Entering Unmasked Estep 
Score: -2951599.500000 Penalty: 4991.252441
	Iteration 3F: 3 clusters Score -2951600 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 13413 members 
Entering Unmasked Estep 
Score: -2952614.750000 Penalty: 4991.252441
	Iteration 4F: 3 clusters Score -2952615 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 14123 members 
Entering Unmasked Estep 
Score: -2953929.000000 Penalty: 4991.252441
	Iteration 5F: 3 clusters Score -2953929 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 14729 members 
Entering Unmasked Estep 
Score: -2955202.250000 Penalty: 4991.252441
	Iteration 6F: 3 clusters Score -2955202 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 15176 members 
Entering Unmasked Estep 
Score: -2956354.000000 Penalty: 4991.252441
	Iteration 7F: 3 clusters Score -2956354 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 15376 members 
Entering Unmasked Estep 
Score: -2957218.500000 Penalty: 4991.252441
	Iteration 8Q: 3 clusters Score -2957218 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 15408 members 
Entering Unmasked Estep 
Score: -2957777.750000 Penalty: 4991.252441
	Iteration 9Q: 3 clusters Score -2957778 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 15391 members 
Entering Unmasked Estep 
Score: -2958129.750000 Penalty: 4991.252441
	Iteration 10Q: 3 clusters Score -2958130 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 15358 members 
Entering Unmasked Estep 
Score: -2958277.250000 Penalty: 4991.252441
	Iteration 11Q: 3 clusters Score -2958277 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 15355 members 
Entering Unmasked Estep 
Score: -2958348.500000 Penalty: 4991.252441
	Iteration 12Q: 3 clusters Score -2958348 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 15344 members 
Entering Unmasked Estep 
Score: -2958382.500000 Penalty: 4991.252441
	Iteration 13Q: 3 clusters Score -2958382 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 15351 members 
Entering Unmasked Estep 
Score: -2958403.250000 Penalty: 4991.252441
	Iteration 14Q: 3 clusters Score -2958403 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 15363 members 
Entering Unmasked Estep 
Score: -2958404.750000 Penalty: 4991.252441
	Iteration 15Q: 3 clusters Score -2958405 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 15381 members 
Entering Unmasked Estep 
Score: -2958424.000000 Penalty: 4991.252441
	Iteration 16Q: 3 clusters Score -2958424 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 15387 members 
Entering Unmasked Estep 
Score: -2958439.250000 Penalty: 4991.252441
	Iteration 17Q: 3 clusters Score -2958439 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 15386 members 
Entering Unmasked Estep 
Score: -2958454.750000 Penalty: 4991.252441
	Iteration 18Q: 3 clusters Score -2958455 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 15380 members 
Entering Unmasked Estep 
Score: -2958454.000000 Penalty: 4991.252441
	Iteration 19Q: 3 clusters Score -2958454 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 15374 members 
Entering Unmasked Estep 
Score: -2958454.500000 Penalty: 4991.252441
	Iteration 20F: 3 clusters Score -2958454 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 15374 members 
Entering Unmasked Estep 
Score: -2958464.000000 Penalty: 4991.252441
	Iteration 21Q: 3 clusters Score -2958464 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 15365 members 
Entering Unmasked Estep 
Score: -2958464.750000 Penalty: 4991.252441
	Iteration 22Q: 3 clusters Score -2958465 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 15352 members 
Entering Unmasked Estep 
Score: -2958466.000000 Penalty: 4991.252441
	Iteration 23Q: 3 clusters Score -2958466 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 15349 members 
Entering Unmasked Estep 
Score: -2958470.000000 Penalty: 4991.252441
	Iteration 24Q: 3 clusters Score -2958470 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 15343 members 
Entering Unmasked Estep 
Score: -2958472.750000 Penalty: 4991.252441
	Iteration 25Q: 3 clusters Score -2958473 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 15340 members 
Entering Unmasked Estep 
Score: -2958475.000000 Penalty: 4991.252441
	Iteration 26Q: 3 clusters Score -2958475 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 15338 members 
Entering Unmasked Estep 
Score: -2958478.750000 Penalty: 4991.252441
	Iteration 27Q: 3 clusters Score -2958479 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 15339 members 
Entering Unmasked Estep 
Score: -2958480.750000 Penalty: 4991.252441
	Iteration 28Q: 3 clusters Score -2958481 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 15349 members 
Entering Unmasked Estep 
Score: -2958485.500000 Penalty: 4991.252441
	Iteration 29Q: 3 clusters Score -2958486 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 15355 members 
Entering Unmasked Estep 
Score: -2958487.500000 Penalty: 4991.252441
	Iteration 30Q: 3 clusters Score -2958488 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 15363 members 
Entering Unmasked Estep 
Score: -2958484.250000 Penalty: 4991.252441
	Iteration 31Q: 3 clusters Score -2958484 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 15363 members 
Entering Unmasked Estep 
Score: -2958495.250000 Penalty: 4991.252441
	Iteration 32Q: 3 clusters Score -2958495 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 15367 members 
Entering Unmasked Estep 
Score: -2958492.500000 Penalty: 4991.252441
	Iteration 33Q: 3 clusters Score -2958492 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 15370 members 
Entering Unmasked Estep 
Score: -2958499.250000 Penalty: 4991.252441
	Iteration 34Q: 3 clusters Score -2958499 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 15377 members 
Entering Unmasked Estep 
Score: -2958489.000000 Penalty: 4991.252441
	Iteration 35Q: 3 clusters Score -2958489 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 15379 members 
Entering Unmasked Estep 
Score: -2958496.500000 Penalty: 4991.252441
	Iteration 36Q: 3 clusters Score -2958496 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 15384 members 
Entering Unmasked Estep 
Score: -2958500.000000 Penalty: 4991.252441
	Iteration 37Q: 3 clusters Score -2958500 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 15384 members 
Entering Unmasked Estep 
Score: -2958497.250000 Penalty: 4991.252441
	Iteration 38Q: 3 clusters Score -2958497 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 15384 members 
Entering Unmasked Estep 
Score: -2958491.250000 Penalty: 4991.252441
	Iteration 39Q: 3 clusters Score -2958491 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 15389 members 
Entering Unmasked Estep 
Score: -2958495.750000 Penalty: 4991.252441
	Iteration 40F: 3 clusters Score -2958496 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 15394 members 
Entering Unmasked Estep 
Score: -2958495.750000 Penalty: 4991.252441
	Iteration 41Q: 3 clusters Score -2958496 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 15397 members 
Entering Unmasked Estep 
Score: -2958495.000000 Penalty: 4991.252441
	Iteration 42Q: 3 clusters Score -2958495 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 15407 members 
Entering Unmasked Estep 
Score: -2958496.250000 Penalty: 4991.252441
	Iteration 43Q: 3 clusters Score -2958496 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 15413 members 
Entering Unmasked Estep 
Score: -2958496.000000 Penalty: 4991.252441
	Iteration 44Q: 3 clusters Score -2958496 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 15419 members 
Entering Unmasked Estep 
Score: -2958500.500000 Penalty: 4991.252441
	Iteration 45Q: 3 clusters Score -2958500 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 15413 members 
Entering Unmasked Estep 
Score: -2958496.750000 Penalty: 4991.252441
	Iteration 46Q: 3 clusters Score -2958497 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 15409 members 
Entering Unmasked Estep 
Score: -2958502.750000 Penalty: 4991.252441
	Iteration 47Q: 3 clusters Score -2958503 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 15402 members 
Entering Unmasked Estep 
Score: -2958499.000000 Penalty: 4991.252441
	Iteration 48Q: 3 clusters Score -2958499 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 15396 members 
Entering Unmasked Estep 
Score: -2958504.250000 Penalty: 4991.252441
	Iteration 49Q: 3 clusters Score -2958504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 15394 members 
Entering Unmasked Estep 
Score: -2958503.500000 Penalty: 4991.252441
	Iteration 50Q: 3 clusters Score -2958504 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 15390 members 
Entering Unmasked Estep 
Score: -2958512.750000 Penalty: 4991.252441
	Iteration 51Q: 3 clusters Score -2958513 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 15391 members 
Entering Unmasked Estep 
Score: -2958507.750000 Penalty: 4991.252441
	Iteration 52Q: 3 clusters Score -2958508 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 15394 members 
Entering Unmasked Estep 
Score: -2958507.500000 Penalty: 4991.252441
	Iteration 53Q: 3 clusters Score -2958508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 15394 members 
Entering Unmasked Estep 
Score: -2958505.250000 Penalty: 4991.252441
	Iteration 54Q: 3 clusters Score -2958505 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 15393 members 
Entering Unmasked Estep 
Score: -2958507.000000 Penalty: 4991.252441
	Iteration 55Q: 3 clusters Score -2958507 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 15393 members 
Entering Unmasked Estep 
Score: -2958507.000000 Penalty: 4991.252441
	Iteration 56F: 3 clusters Score -2958507 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Entering Unmasked Estep 
Score: -51364.804688 Penalty: 1561.225952
	Iteration 0F: 2 clusters Score -51364.8 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 252 members 
Entering Unmasked Estep 
Score: -49914.136719 Penalty: 3122.451904
	Iteration 0F: 3 clusters Score -49914.14 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -50250.808594 Penalty: 3122.451904
	Iteration 1F: 3 clusters Score -50250.81 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -50407.367188 Penalty: 3122.451904
	Iteration 2F: 3 clusters Score -50407.37 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -50644.570312 Penalty: 3122.451904
	Iteration 3F: 3 clusters Score -50644.57 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -50896.117188 Penalty: 3122.451904
	Iteration 4F: 3 clusters Score -50896.12 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -51205.535156 Penalty: 3122.451904
	Iteration 5F: 3 clusters Score -51205.54 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -51541.648438 Penalty: 3122.451904
	Iteration 6F: 3 clusters Score -51541.65 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -51777.578125 Penalty: 3122.451904
	Iteration 7Q: 3 clusters Score -51777.58 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -51864.566406 Penalty: 3122.451904
	Iteration 8Q: 3 clusters Score -51864.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -51903.964844 Penalty: 3122.451904
	Iteration 9Q: 3 clusters Score -51903.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -51927.542969 Penalty: 3122.451904
	Iteration 10Q: 3 clusters Score -51927.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -51953.570312 Penalty: 3122.451904
	Iteration 11Q: 3 clusters Score -51953.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -51978.625000 Penalty: 3122.451904
	Iteration 12Q: 3 clusters Score -51978.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -51986.468750 Penalty: 3122.451904
	Iteration 13Q: 3 clusters Score -51986.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -52042.578125 Penalty: 3122.451904
	Iteration 14F: 3 clusters Score -52042.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -52188.652344 Penalty: 3122.451904
	Iteration 15Q: 3 clusters Score -52188.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -52188.652344 Penalty: 3122.451904
	Iteration 16F: 3 clusters Score -52188.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 23711 members 
Mstep: Class 2 contains 6711 members 
Mstep: Class 3 contains 1099 members 
Mstep: Class 4 contains 224599 members 
Mstep: Class 5 contains 4151 members 
Mstep: Class 6 contains 2448 members 
Mstep: Class 7 contains 9641 members 
Mstep: Class 8 contains 13365 members 
Mstep: Class 9 contains 7626 members 
Mstep: Class 10 contains 27441 members 
Mstep: Class 11 contains 11153 members 
Mstep: Class 12 contains 662 members 
Mstep: Class 13 contains 2640 members 
Mstep: Class 14 contains 36724 members 
Mstep: Class 15 contains 185063 members 
Mstep: Class 16 contains 23459 members 
Mstep: Class 17 contains 298 members 
Mstep: Class 18 contains 18727 members 
Mstep: Class 19 contains 164728 members 
Mstep: Class 20 contains 57347 members 
Mstep: Class 21 contains 2444 members 
Mstep: Class 22 contains 2808 members 
Mstep: Class 23 contains 4453 members 
Mstep: Class 24 contains 4779 members 
Mstep: Class 25 contains 44502 members 
Mstep: Class 26 contains 60024 members 
Mstep: Class 27 contains 42060 members 
Mstep: Class 28 contains 1632 members 
Mstep: Class 29 contains 44998 members 
Mstep: Class 30 contains 12177 members 
Mstep: Class 31 contains 5574 members 
Mstep: Class 32 contains 493 members 
Mstep: Class 33 contains 8677 members 
Mstep: Class 34 contains 849 members 
Mstep: Class 35 contains 3432 members 
Mstep: Class 36 contains 8026 members 
Mstep: Class 37 contains 4211 members 
Mstep: Class 38 contains 1006 members 
Mstep: Class 39 contains 4894 members 
Mstep: Class 40 contains 18160 members 
Mstep: Class 41 contains 414 members 
Mstep: Class 42 contains 4486 members 
Mstep: Class 43 contains 3402 members 
Mstep: Class 44 contains 7400 members 
Mstep: Class 45 contains 19567 members 
Mstep: Class 46 contains 13845 members 
Mstep: Class 47 contains 1044 members 
Mstep: Class 48 contains 8323 members 
Mstep: Class 49 contains 27708 members 
Mstep: Class 50 contains 280 members 
Mstep: Class 51 contains 1003 members 
Mstep: Class 52 contains 526 members 
Mstep: Class 53 contains 3171 members 
Mstep: Class 54 contains 244 members 
Entering Unmasked Estep 
Score: -147499616.000000 Penalty: 187327.187500
Splitting cluster 17 changes total score from -147500400.000000 to -147499616.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (18727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18727 members 
Entering Unmasked Estep 
Score: -2349043.500000 Penalty: 2439.755127
	Iteration 0F: 2 clusters Score -2349044 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -2335830.000000 Penalty: 4879.510254
	Iteration 0F: 3 clusters Score -2335830 nChanged 8265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -2340422.000000 Penalty: 4879.510254
	Iteration 1F: 3 clusters Score -2340422 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10183 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -2340903.500000 Penalty: 4879.510254
	Iteration 2F: 3 clusters Score -2340904 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10601 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -2341402.250000 Penalty: 4879.510254
	Iteration 3F: 3 clusters Score -2341402 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11148 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -2341921.500000 Penalty: 4879.510254
	Iteration 4F: 3 clusters Score -2341922 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11803 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -2342484.500000 Penalty: 4879.510254
	Iteration 5F: 3 clusters Score -2342484 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12549 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -2343111.750000 Penalty: 4879.510254
	Iteration 6F: 3 clusters Score -2343112 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13381 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -2343830.500000 Penalty: 4879.510254
	Iteration 7F: 3 clusters Score -2343830 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14248 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -2344602.000000 Penalty: 4879.510254
	Iteration 8F: 3 clusters Score -2344602 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14996 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -2345271.500000 Penalty: 4879.510254
	Iteration 9Q: 3 clusters Score -2345272 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15602 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -2345798.000000 Penalty: 4879.510254
	Iteration 10Q: 3 clusters Score -2345798 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16072 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -2346202.000000 Penalty: 4879.510254
	Iteration 11Q: 3 clusters Score -2346202 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16426 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -2346486.000000 Penalty: 4879.510254
	Iteration 12Q: 3 clusters Score -2346486 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16697 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -2346678.750000 Penalty: 4879.510254
	Iteration 13Q: 3 clusters Score -2346679 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16892 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -2346801.750000 Penalty: 4879.510254
	Iteration 14Q: 3 clusters Score -2346802 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17044 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -2346881.000000 Penalty: 4879.510254
	Iteration 15Q: 3 clusters Score -2346881 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17166 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -2346970.250000 Penalty: 4879.510254
	Iteration 16Q: 3 clusters Score -2346970 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17278 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -2347048.750000 Penalty: 4879.510254
	Iteration 17Q: 3 clusters Score -2347049 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17372 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -2347122.000000 Penalty: 4879.510254
	Iteration 18Q: 3 clusters Score -2347122 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17434 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -2347176.750000 Penalty: 4879.510254
	Iteration 19Q: 3 clusters Score -2347177 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17491 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -2347213.500000 Penalty: 4879.510254
	Iteration 20F: 3 clusters Score -2347214 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17536 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -2347235.500000 Penalty: 4879.510254
	Iteration 21Q: 3 clusters Score -2347236 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17566 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -2347251.500000 Penalty: 4879.510254
	Iteration 22Q: 3 clusters Score -2347252 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17591 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -2347267.000000 Penalty: 4879.510254
	Iteration 23Q: 3 clusters Score -2347267 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17613 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -2347280.750000 Penalty: 4879.510254
	Iteration 24Q: 3 clusters Score -2347281 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17627 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -2347293.000000 Penalty: 4879.510254
	Iteration 25Q: 3 clusters Score -2347293 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17647 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -2347305.250000 Penalty: 4879.510254
	Iteration 26Q: 3 clusters Score -2347305 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17669 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -2347314.000000 Penalty: 4879.510254
	Iteration 27Q: 3 clusters Score -2347314 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17683 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -2347321.500000 Penalty: 4879.510254
	Iteration 28Q: 3 clusters Score -2347322 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17692 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -2347325.750000 Penalty: 4879.510254
	Iteration 29Q: 3 clusters Score -2347326 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17701 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -2347327.500000 Penalty: 4879.510254
	Iteration 30Q: 3 clusters Score -2347328 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17707 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -2347333.250000 Penalty: 4879.510254
	Iteration 31Q: 3 clusters Score -2347333 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17711 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -2347333.250000 Penalty: 4879.510254
	Iteration 32Q: 3 clusters Score -2347333 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17714 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -2347338.500000 Penalty: 4879.510254
	Iteration 33Q: 3 clusters Score -2347338 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17716 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -2347338.750000 Penalty: 4879.510254
	Iteration 34Q: 3 clusters Score -2347339 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17719 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -2347337.500000 Penalty: 4879.510254
	Iteration 35Q: 3 clusters Score -2347338 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17723 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -2347333.000000 Penalty: 4879.510254
	Iteration 36Q: 3 clusters Score -2347333 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17725 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -2347337.500000 Penalty: 4879.510254
	Iteration 37Q: 3 clusters Score -2347338 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17727 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -2347337.500000 Penalty: 4879.510254
	Iteration 38Q: 3 clusters Score -2347338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17728 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -2347335.750000 Penalty: 4879.510254
	Iteration 39Q: 3 clusters Score -2347336 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17728 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -2347335.750000 Penalty: 4879.510254
	Iteration 40F: 3 clusters Score -2347336 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (164728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164728 members 
Entering Unmasked Estep 
Score: -21105584.000000 Penalty: 2978.988525
	Iteration 0F: 2 clusters Score -2.110558e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82334 members 
Mstep: Class 2 contains 82394 members 
Entering Unmasked Estep 
Score: -20995368.000000 Penalty: 5957.977051
	Iteration 0F: 3 clusters Score -2.099537e+07 nChanged 78798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80508 members 
Mstep: Class 2 contains 84220 members 
Entering Unmasked Estep 
Score: -21041612.000000 Penalty: 5957.977051
	Iteration 1F: 3 clusters Score -2.104161e+07 nChanged 5288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79324 members 
Mstep: Class 2 contains 85404 members 
Entering Unmasked Estep 
Score: -21043106.000000 Penalty: 5957.977051
	Iteration 2Q: 3 clusters Score -2.104311e+07 nChanged 5657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77585 members 
Mstep: Class 2 contains 87143 members 
Entering Unmasked Estep 
Score: -21044596.000000 Penalty: 5957.977051
	Iteration 3Q: 3 clusters Score -2.10446e+07 nChanged 6181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75036 members 
Mstep: Class 2 contains 89692 members 
Entering Unmasked Estep 
Score: -21046328.000000 Penalty: 5957.977051
	Iteration 4Q: 3 clusters Score -2.104633e+07 nChanged 6905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71447 members 
Mstep: Class 2 contains 93281 members 
Entering Unmasked Estep 
Score: -21048730.000000 Penalty: 5957.977051
	Iteration 5Q: 3 clusters Score -2.104873e+07 nChanged 7614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66587 members 
Mstep: Class 2 contains 98141 members 
Entering Unmasked Estep 
Score: -21051624.000000 Penalty: 5957.977051
	Iteration 6Q: 3 clusters Score -2.105162e+07 nChanged 8412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60219 members 
Mstep: Class 2 contains 104509 members 
Entering Unmasked Estep 
Score: -21055434.000000 Penalty: 5957.977051
	Iteration 7F: 3 clusters Score -2.105543e+07 nChanged 8994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52307 members 
Mstep: Class 2 contains 112421 members 
Entering Unmasked Estep 
Score: -21059792.000000 Penalty: 5957.977051
	Iteration 8F: 3 clusters Score -2.105979e+07 nChanged 9946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42825 members 
Mstep: Class 2 contains 121903 members 
Entering Unmasked Estep 
Score: -21065482.000000 Penalty: 5957.977051
	Iteration 9F: 3 clusters Score -2.106548e+07 nChanged 10754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32177 members 
Mstep: Class 2 contains 132551 members 
Entering Unmasked Estep 
Score: -21073334.000000 Penalty: 5957.977051
	Iteration 10F: 3 clusters Score -2.107333e+07 nChanged 10678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21513 members 
Mstep: Class 2 contains 143215 members 
Entering Unmasked Estep 
Score: -21082220.000000 Penalty: 5957.977051
	Iteration 11F: 3 clusters Score -2.108222e+07 nChanged 9404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12109 members 
Mstep: Class 2 contains 152619 members 
Entering Unmasked Estep 
Score: -21091214.000000 Penalty: 5957.977051
	Iteration 12F: 3 clusters Score -2.109121e+07 nChanged 6573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 159192 members 
Entering Unmasked Estep 
Score: -21097690.000000 Penalty: 5957.977051
	Iteration 13Q: 3 clusters Score -2.109769e+07 nChanged 3371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 162563 members 
Entering Unmasked Estep 
Score: -21101084.000000 Penalty: 5957.977051
	Iteration 14Q: 3 clusters Score -2.110108e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 163830 members 
Entering Unmasked Estep 
Score: -21102198.000000 Penalty: 5957.977051
	Iteration 15Q: 3 clusters Score -2.11022e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 164201 members 
Entering Unmasked Estep 
Score: -21102640.000000 Penalty: 5957.977051
	Iteration 16Q: 3 clusters Score -2.110264e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 164326 members 
Entering Unmasked Estep 
Score: -21102786.000000 Penalty: 5957.977051
	Iteration 17Q: 3 clusters Score -2.110279e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 164372 members 
Entering Unmasked Estep 
Score: -21102874.000000 Penalty: 5957.977051
	Iteration 18Q: 3 clusters Score -2.110287e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 164405 members 
Entering Unmasked Estep 
Score: -21102922.000000 Penalty: 5957.977051
	Iteration 19Q: 3 clusters Score -2.110292e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 164426 members 
Entering Unmasked Estep 
Score: -21102942.000000 Penalty: 5957.977051
	Iteration 20F: 3 clusters Score -2.110294e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 164433 members 
Entering Unmasked Estep 
Score: -21102974.000000 Penalty: 5957.977051
	Iteration 21Q: 3 clusters Score -2.110297e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 164435 members 
Entering Unmasked Estep 
Score: -21102972.000000 Penalty: 5957.977051
	Iteration 22Q: 3 clusters Score -2.110297e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 164435 members 
Entering Unmasked Estep 
Score: -21102976.000000 Penalty: 5957.977051
	Iteration 23Q: 3 clusters Score -2.110298e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 164438 members 
Entering Unmasked Estep 
Score: -21102974.000000 Penalty: 5957.977051
	Iteration 24Q: 3 clusters Score -2.110297e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 164441 members 
Entering Unmasked Estep 
Score: -21102982.000000 Penalty: 5957.977051
	Iteration 25Q: 3 clusters Score -2.110298e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 164444 members 
Entering Unmasked Estep 
Score: -21103000.000000 Penalty: 5957.977051
	Iteration 26Q: 3 clusters Score -2.1103e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 164448 members 
Entering Unmasked Estep 
Score: -21103002.000000 Penalty: 5957.977051
	Iteration 27Q: 3 clusters Score -2.1103e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 164450 members 
Entering Unmasked Estep 
Score: -21103002.000000 Penalty: 5957.977051
	Iteration 28Q: 3 clusters Score -2.1103e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 164450 members 
Entering Unmasked Estep 
Score: -21103006.000000 Penalty: 5957.977051
	Iteration 29Q: 3 clusters Score -2.110301e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 164451 members 
Entering Unmasked Estep 
Score: -21103012.000000 Penalty: 5957.977051
	Iteration 30Q: 3 clusters Score -2.110301e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 164451 members 
Entering Unmasked Estep 
Score: -21103012.000000 Penalty: 5957.977051
	Iteration 31F: 3 clusters Score -2.110301e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (57347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57347 members 
Entering Unmasked Estep 
Score: -6860443.500000 Penalty: 2717.305176
	Iteration 0F: 2 clusters Score -6860444 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28910 members 
Mstep: Class 2 contains 28437 members 
Entering Unmasked Estep 
Score: -6821862.500000 Penalty: 5434.610352
	Iteration 0F: 3 clusters Score -6821862 nChanged 26681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30469 members 
Mstep: Class 2 contains 26878 members 
Entering Unmasked Estep 
Score: -6837564.500000 Penalty: 5434.610352
	Iteration 1F: 3 clusters Score -6837564 nChanged 2909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31494 members 
Mstep: Class 2 contains 25853 members 
Entering Unmasked Estep 
Score: -6838897.500000 Penalty: 5434.610352
	Iteration 2F: 3 clusters Score -6838898 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32886 members 
Mstep: Class 2 contains 24461 members 
Entering Unmasked Estep 
Score: -6840393.000000 Penalty: 5434.610352
	Iteration 3F: 3 clusters Score -6840393 nChanged 3040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34620 members 
Mstep: Class 2 contains 22727 members 
Entering Unmasked Estep 
Score: -6842100.500000 Penalty: 5434.610352
	Iteration 4F: 3 clusters Score -6842100 nChanged 3190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36742 members 
Mstep: Class 2 contains 20605 members 
Entering Unmasked Estep 
Score: -6844078.500000 Penalty: 5434.610352
	Iteration 5F: 3 clusters Score -6844078 nChanged 3333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39175 members 
Mstep: Class 2 contains 18172 members 
Entering Unmasked Estep 
Score: -6846355.000000 Penalty: 5434.610352
	Iteration 6F: 3 clusters Score -6846355 nChanged 3071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41570 members 
Mstep: Class 2 contains 15777 members 
Entering Unmasked Estep 
Score: -6848508.000000 Penalty: 5434.610352
	Iteration 7F: 3 clusters Score -6848508 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43724 members 
Mstep: Class 2 contains 13623 members 
Entering Unmasked Estep 
Score: -6850414.000000 Penalty: 5434.610352
	Iteration 8Q: 3 clusters Score -6850414 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45602 members 
Mstep: Class 2 contains 11745 members 
Entering Unmasked Estep 
Score: -6851946.500000 Penalty: 5434.610352
	Iteration 9Q: 3 clusters Score -6851946 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47172 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -6853214.000000 Penalty: 5434.610352
	Iteration 10Q: 3 clusters Score -6853214 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48526 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -6854237.500000 Penalty: 5434.610352
	Iteration 11Q: 3 clusters Score -6854238 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49658 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -6855036.000000 Penalty: 5434.610352
	Iteration 12Q: 3 clusters Score -6855036 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50626 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -6855691.000000 Penalty: 5434.610352
	Iteration 13Q: 3 clusters Score -6855691 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51516 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -6856267.500000 Penalty: 5434.610352
	Iteration 14Q: 3 clusters Score -6856268 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52257 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -6856719.000000 Penalty: 5434.610352
	Iteration 15Q: 3 clusters Score -6856719 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52839 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -6857039.000000 Penalty: 5434.610352
	Iteration 16Q: 3 clusters Score -6857039 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53308 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -6857312.500000 Penalty: 5434.610352
	Iteration 17Q: 3 clusters Score -6857312 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53682 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -6857503.500000 Penalty: 5434.610352
	Iteration 18Q: 3 clusters Score -6857504 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54008 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -6857648.000000 Penalty: 5434.610352
	Iteration 19Q: 3 clusters Score -6857648 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54297 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -6857784.500000 Penalty: 5434.610352
	Iteration 20F: 3 clusters Score -6857784 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54514 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -6857893.000000 Penalty: 5434.610352
	Iteration 21Q: 3 clusters Score -6857893 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54704 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -6857988.000000 Penalty: 5434.610352
	Iteration 22Q: 3 clusters Score -6857988 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54870 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -6858029.000000 Penalty: 5434.610352
	Iteration 23Q: 3 clusters Score -6858029 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54999 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -6858091.500000 Penalty: 5434.610352
	Iteration 24Q: 3 clusters Score -6858092 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55101 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -6858121.500000 Penalty: 5434.610352
	Iteration 25Q: 3 clusters Score -6858122 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55181 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -6858150.000000 Penalty: 5434.610352
	Iteration 26Q: 3 clusters Score -6858150 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55249 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -6858174.000000 Penalty: 5434.610352
	Iteration 27Q: 3 clusters Score -6858174 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55320 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -6858185.500000 Penalty: 5434.610352
	Iteration 28Q: 3 clusters Score -6858186 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55376 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -6858204.500000 Penalty: 5434.610352
	Iteration 29Q: 3 clusters Score -6858204 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55407 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -6858196.000000 Penalty: 5434.610352
	Iteration 30Q: 3 clusters Score -6858196 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55432 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -6858212.000000 Penalty: 5434.610352
	Iteration 31Q: 3 clusters Score -6858212 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55459 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -6858215.500000 Penalty: 5434.610352
	Iteration 32Q: 3 clusters Score -6858216 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55480 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -6858235.000000 Penalty: 5434.610352
	Iteration 33Q: 3 clusters Score -6858235 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55500 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -6858242.000000 Penalty: 5434.610352
	Iteration 34Q: 3 clusters Score -6858242 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55522 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -6858237.000000 Penalty: 5434.610352
	Iteration 35Q: 3 clusters Score -6858237 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55534 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -6858240.500000 Penalty: 5434.610352
	Iteration 36Q: 3 clusters Score -6858240 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55542 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -6858236.000000 Penalty: 5434.610352
	Iteration 37Q: 3 clusters Score -6858236 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55557 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -6858246.500000 Penalty: 5434.610352
	Iteration 38Q: 3 clusters Score -6858246 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55574 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -6858255.500000 Penalty: 5434.610352
	Iteration 39Q: 3 clusters Score -6858256 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55592 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -6858253.000000 Penalty: 5434.610352
	Iteration 40F: 3 clusters Score -6858253 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55601 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -6858263.500000 Penalty: 5434.610352
	Iteration 41Q: 3 clusters Score -6858264 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55622 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -6858276.500000 Penalty: 5434.610352
	Iteration 42Q: 3 clusters Score -6858276 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55639 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -6858279.500000 Penalty: 5434.610352
	Iteration 43Q: 3 clusters Score -6858280 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55655 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -6858288.500000 Penalty: 5434.610352
	Iteration 44Q: 3 clusters Score -6858288 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55666 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -6858291.000000 Penalty: 5434.610352
	Iteration 45Q: 3 clusters Score -6858291 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55677 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -6858293.000000 Penalty: 5434.610352
	Iteration 46Q: 3 clusters Score -6858293 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55687 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -6858293.500000 Penalty: 5434.610352
	Iteration 47Q: 3 clusters Score -6858294 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55700 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -6858305.500000 Penalty: 5434.610352
	Iteration 48Q: 3 clusters Score -6858306 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55707 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -6858310.500000 Penalty: 5434.610352
	Iteration 49Q: 3 clusters Score -6858310 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55710 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -6858310.500000 Penalty: 5434.610352
	Iteration 50Q: 3 clusters Score -6858310 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55714 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -6858314.500000 Penalty: 5434.610352
	Iteration 51Q: 3 clusters Score -6858314 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55718 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -6858314.000000 Penalty: 5434.610352
	Iteration 52Q: 3 clusters Score -6858314 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55724 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -6858322.000000 Penalty: 5434.610352
	Iteration 53Q: 3 clusters Score -6858322 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55732 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -6858315.500000 Penalty: 5434.610352
	Iteration 54Q: 3 clusters Score -6858316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55735 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -6858316.500000 Penalty: 5434.610352
	Iteration 55Q: 3 clusters Score -6858316 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55737 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -6858314.000000 Penalty: 5434.610352
	Iteration 56Q: 3 clusters Score -6858314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55739 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -6858316.500000 Penalty: 5434.610352
	Iteration 57Q: 3 clusters Score -6858316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55742 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -6858320.000000 Penalty: 5434.610352
	Iteration 58Q: 3 clusters Score -6858320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55745 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -6858320.500000 Penalty: 5434.610352
	Iteration 59Q: 3 clusters Score -6858320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55748 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -6858323.500000 Penalty: 5434.610352
	Iteration 60F: 3 clusters Score -6858324 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55749 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -6858327.000000 Penalty: 5434.610352
	Iteration 61Q: 3 clusters Score -6858327 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55750 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -6858326.000000 Penalty: 5434.610352
	Iteration 62Q: 3 clusters Score -6858326 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55751 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -6858323.000000 Penalty: 5434.610352
	Iteration 63Q: 3 clusters Score -6858323 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55753 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -6858322.500000 Penalty: 5434.610352
	Iteration 64Q: 3 clusters Score -6858322 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55754 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -6858320.500000 Penalty: 5434.610352
	Iteration 65Q: 3 clusters Score -6858320 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55754 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -6858320.500000 Penalty: 5434.610352
	Iteration 66F: 3 clusters Score -6858320 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Entering Unmasked Estep 
Score: -304182.593750 Penalty: 1934.744995
	Iteration 0F: 2 clusters Score -304182.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -301283.656250 Penalty: 3869.489990
	Iteration 0F: 3 clusters Score -301283.7 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -301872.156250 Penalty: 3869.489990
	Iteration 1F: 3 clusters Score -301872.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -302015.843750 Penalty: 3869.489990
	Iteration 2F: 3 clusters Score -302015.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -302081.156250 Penalty: 3869.489990
	Iteration 3Q: 3 clusters Score -302081.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -302134.062500 Penalty: 3869.489990
	Iteration 4Q: 3 clusters Score -302134.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -302187.375000 Penalty: 3869.489990
	Iteration 5Q: 3 clusters Score -302187.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -302233.062500 Penalty: 3869.489990
	Iteration 6Q: 3 clusters Score -302233.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -302271.093750 Penalty: 3869.489990
	Iteration 7Q: 3 clusters Score -302271.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -302327.187500 Penalty: 3869.489990
	Iteration 8Q: 3 clusters Score -302327.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -302382.562500 Penalty: 3869.489990
	Iteration 9Q: 3 clusters Score -302382.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -302448.687500 Penalty: 3869.489990
	Iteration 10Q: 3 clusters Score -302448.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -302527.187500 Penalty: 3869.489990
	Iteration 11Q: 3 clusters Score -302527.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -302607.687500 Penalty: 3869.489990
	Iteration 12Q: 3 clusters Score -302607.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -302695.625000 Penalty: 3869.489990
	Iteration 13Q: 3 clusters Score -302695.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -302782.781250 Penalty: 3869.489990
	Iteration 14Q: 3 clusters Score -302782.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -302866.000000 Penalty: 3869.489990
	Iteration 15Q: 3 clusters Score -302866 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -302947.625000 Penalty: 3869.489990
	Iteration 16Q: 3 clusters Score -302947.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -303029.093750 Penalty: 3869.489990
	Iteration 17Q: 3 clusters Score -303029.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -303134.718750 Penalty: 3869.489990
	Iteration 18Q: 3 clusters Score -303134.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -303258.812500 Penalty: 3869.489990
	Iteration 19Q: 3 clusters Score -303258.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -303364.125000 Penalty: 3869.489990
	Iteration 20F: 3 clusters Score -303364.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -303438.437500 Penalty: 3869.489990
	Iteration 21Q: 3 clusters Score -303438.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -303468.781250 Penalty: 3869.489990
	Iteration 22Q: 3 clusters Score -303468.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -303486.812500 Penalty: 3869.489990
	Iteration 23Q: 3 clusters Score -303486.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -303503.468750 Penalty: 3869.489990
	Iteration 24Q: 3 clusters Score -303503.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -303513.343750 Penalty: 3869.489990
	Iteration 25Q: 3 clusters Score -303513.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -303519.875000 Penalty: 3869.489990
	Iteration 26Q: 3 clusters Score -303519.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -303524.750000 Penalty: 3869.489990
	Iteration 27Q: 3 clusters Score -303524.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -303527.125000 Penalty: 3869.489990
	Iteration 28Q: 3 clusters Score -303527.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -303530.093750 Penalty: 3869.489990
	Iteration 29Q: 3 clusters Score -303530.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -303531.593750 Penalty: 3869.489990
	Iteration 30Q: 3 clusters Score -303531.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -303533.093750 Penalty: 3869.489990
	Iteration 31Q: 3 clusters Score -303533.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -303533.093750 Penalty: 3869.489990
	Iteration 32F: 3 clusters Score -303533.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Entering Unmasked Estep 
Score: -401266.406250 Penalty: 1969.176392
	Iteration 0F: 2 clusters Score -401266.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -398330.312500 Penalty: 3938.352783
	Iteration 0F: 3 clusters Score -398330.3 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -400953.781250 Penalty: 3938.352783
	Iteration 1F: 3 clusters Score -400953.8 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -402860.531250 Penalty: 3938.352783
	Iteration 2F: 3 clusters Score -402860.5 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -404255.625000 Penalty: 3938.352783
	Iteration 3F: 3 clusters Score -404255.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -404942.281250 Penalty: 3938.352783
	Iteration 4Q: 3 clusters Score -404942.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -405279.656250 Penalty: 3938.352783
	Iteration 5Q: 3 clusters Score -405279.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -405391.593750 Penalty: 3938.352783
	Iteration 6Q: 3 clusters Score -405391.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -405512.906250 Penalty: 3938.352783
	Iteration 7Q: 3 clusters Score -405512.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -405574.312500 Penalty: 3938.352783
	Iteration 8Q: 3 clusters Score -405574.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -405617.187500 Penalty: 3938.352783
	Iteration 9Q: 3 clusters Score -405617.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -405632.937500 Penalty: 3938.352783
	Iteration 10Q: 3 clusters Score -405632.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -405633.968750 Penalty: 3938.352783
	Iteration 11Q: 3 clusters Score -405634 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -405633.968750 Penalty: 3938.352783
	Iteration 12F: 3 clusters Score -405634 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 23711 members 
Mstep: Class 2 contains 6711 members 
Mstep: Class 3 contains 1099 members 
Mstep: Class 4 contains 224599 members 
Mstep: Class 5 contains 4151 members 
Mstep: Class 6 contains 2448 members 
Mstep: Class 7 contains 9641 members 
Mstep: Class 8 contains 13365 members 
Mstep: Class 9 contains 7626 members 
Mstep: Class 10 contains 27441 members 
Mstep: Class 11 contains 11153 members 
Mstep: Class 12 contains 662 members 
Mstep: Class 13 contains 2640 members 
Mstep: Class 14 contains 36724 members 
Mstep: Class 15 contains 185063 members 
Mstep: Class 16 contains 23459 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 18727 members 
Mstep: Class 19 contains 164728 members 
Mstep: Class 20 contains 57347 members 
Mstep: Class 21 contains 2444 members 
Mstep: Class 22 contains 1286 members 
Mstep: Class 23 contains 4453 members 
Mstep: Class 24 contains 4779 members 
Mstep: Class 25 contains 44502 members 
Mstep: Class 26 contains 60024 members 
Mstep: Class 27 contains 42060 members 
Mstep: Class 28 contains 1632 members 
Mstep: Class 29 contains 44998 members 
Mstep: Class 30 contains 12177 members 
Mstep: Class 31 contains 5574 members 
Mstep: Class 32 contains 493 members 
Mstep: Class 33 contains 8677 members 
Mstep: Class 34 contains 849 members 
Mstep: Class 35 contains 3432 members 
Mstep: Class 36 contains 8026 members 
Mstep: Class 37 contains 4211 members 
Mstep: Class 38 contains 1006 members 
Mstep: Class 39 contains 4894 members 
Mstep: Class 40 contains 18160 members 
Mstep: Class 41 contains 414 members 
Mstep: Class 42 contains 4486 members 
Mstep: Class 43 contains 3402 members 
Mstep: Class 44 contains 7400 members 
Mstep: Class 45 contains 19567 members 
Mstep: Class 46 contains 13845 members 
Mstep: Class 47 contains 1044 members 
Mstep: Class 48 contains 8323 members 
Mstep: Class 49 contains 27708 members 
Mstep: Class 50 contains 280 members 
Mstep: Class 51 contains 1003 members 
Mstep: Class 52 contains 526 members 
Mstep: Class 53 contains 3171 members 
Mstep: Class 54 contains 1522 members 
Entering Unmasked Estep 
Score: -147503344.000000 Penalty: 187327.187500
Splitting cluster 22 changes total score from -147500400.000000 to -147503344.000000
So it's getting split into cluster 54.
Entering ConstructFrom: 
Trying to split cluster 23 (4453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Entering Unmasked Estep 
Score: -543876.000000 Penalty: 2083.530518
	Iteration 0F: 2 clusters Score -543876 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -539740.937500 Penalty: 4167.061035
	Iteration 0F: 3 clusters Score -539740.9 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -540772.187500 Penalty: 4167.061035
	Iteration 1F: 3 clusters Score -540772.2 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -541167.875000 Penalty: 4167.061035
	Iteration 2F: 3 clusters Score -541167.9 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -541534.562500 Penalty: 4167.061035
	Iteration 3F: 3 clusters Score -541534.6 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -541885.500000 Penalty: 4167.061035
	Iteration 4F: 3 clusters Score -541885.5 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -542181.062500 Penalty: 4167.061035
	Iteration 5F: 3 clusters Score -542181.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -542375.312500 Penalty: 4167.061035
	Iteration 6F: 3 clusters Score -542375.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -542515.062500 Penalty: 4167.061035
	Iteration 7Q: 3 clusters Score -542515.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -542644.562500 Penalty: 4167.061035
	Iteration 8Q: 3 clusters Score -542644.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -542755.000000 Penalty: 4167.061035
	Iteration 9Q: 3 clusters Score -542755 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -542828.500000 Penalty: 4167.061035
	Iteration 10Q: 3 clusters Score -542828.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -542892.125000 Penalty: 4167.061035
	Iteration 11Q: 3 clusters Score -542892.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -542942.625000 Penalty: 4167.061035
	Iteration 12Q: 3 clusters Score -542942.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -542993.625000 Penalty: 4167.061035
	Iteration 13Q: 3 clusters Score -542993.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -543037.062500 Penalty: 4167.061035
	Iteration 14Q: 3 clusters Score -543037.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -543071.500000 Penalty: 4167.061035
	Iteration 15Q: 3 clusters Score -543071.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -543099.937500 Penalty: 4167.061035
	Iteration 16Q: 3 clusters Score -543099.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -543136.562500 Penalty: 4167.061035
	Iteration 17Q: 3 clusters Score -543136.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -543167.312500 Penalty: 4167.061035
	Iteration 18Q: 3 clusters Score -543167.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -543194.000000 Penalty: 4167.061035
	Iteration 19Q: 3 clusters Score -543194 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -543206.000000 Penalty: 4167.061035
	Iteration 20F: 3 clusters Score -543206 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -543215.562500 Penalty: 4167.061035
	Iteration 21Q: 3 clusters Score -543215.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -543220.812500 Penalty: 4167.061035
	Iteration 22Q: 3 clusters Score -543220.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -543221.875000 Penalty: 4167.061035
	Iteration 23Q: 3 clusters Score -543221.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -543222.625000 Penalty: 4167.061035
	Iteration 24Q: 3 clusters Score -543222.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -543223.562500 Penalty: 4167.061035
	Iteration 25Q: 3 clusters Score -543223.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -543223.000000 Penalty: 4167.061035
	Iteration 26Q: 3 clusters Score -543223 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -543223.687500 Penalty: 4167.061035
	Iteration 27Q: 3 clusters Score -543223.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -543223.687500 Penalty: 4167.061035
	Iteration 28F: 3 clusters Score -543223.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (4779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Entering Unmasked Estep 
Score: -502411.500000 Penalty: 2101.052734
	Iteration 0F: 2 clusters Score -502411.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -498111.562500 Penalty: 4202.105469
	Iteration 0F: 3 clusters Score -498111.6 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -499662.156250 Penalty: 4202.105469
	Iteration 1F: 3 clusters Score -499662.2 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -500392.937500 Penalty: 4202.105469
	Iteration 2F: 3 clusters Score -500392.9 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -501093.750000 Penalty: 4202.105469
	Iteration 3F: 3 clusters Score -501093.8 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -501632.750000 Penalty: 4202.105469
	Iteration 4F: 3 clusters Score -501632.8 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -502020.281250 Penalty: 4202.105469
	Iteration 5F: 3 clusters Score -502020.3 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -502331.812500 Penalty: 4202.105469
	Iteration 6Q: 3 clusters Score -502331.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -502553.343750 Penalty: 4202.105469
	Iteration 7Q: 3 clusters Score -502553.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -502699.531250 Penalty: 4202.105469
	Iteration 8Q: 3 clusters Score -502699.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -502790.593750 Penalty: 4202.105469
	Iteration 9Q: 3 clusters Score -502790.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -502856.750000 Penalty: 4202.105469
	Iteration 10Q: 3 clusters Score -502856.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -502906.437500 Penalty: 4202.105469
	Iteration 11Q: 3 clusters Score -502906.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -502948.718750 Penalty: 4202.105469
	Iteration 12Q: 3 clusters Score -502948.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -502983.031250 Penalty: 4202.105469
	Iteration 13Q: 3 clusters Score -502983 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -503010.093750 Penalty: 4202.105469
	Iteration 14Q: 3 clusters Score -503010.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -503025.562500 Penalty: 4202.105469
	Iteration 15Q: 3 clusters Score -503025.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -503040.875000 Penalty: 4202.105469
	Iteration 16Q: 3 clusters Score -503040.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -503049.593750 Penalty: 4202.105469
	Iteration 17Q: 3 clusters Score -503049.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -503060.812500 Penalty: 4202.105469
	Iteration 18Q: 3 clusters Score -503060.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -503066.312500 Penalty: 4202.105469
	Iteration 19Q: 3 clusters Score -503066.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -503068.093750 Penalty: 4202.105469
	Iteration 20F: 3 clusters Score -503068.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -503071.187500 Penalty: 4202.105469
	Iteration 21Q: 3 clusters Score -503071.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -503076.968750 Penalty: 4202.105469
	Iteration 22Q: 3 clusters Score -503077 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -503082.281250 Penalty: 4202.105469
	Iteration 23Q: 3 clusters Score -503082.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -503088.406250 Penalty: 4202.105469
	Iteration 24Q: 3 clusters Score -503088.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -503095.375000 Penalty: 4202.105469
	Iteration 25Q: 3 clusters Score -503095.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -503099.812500 Penalty: 4202.105469
	Iteration 26Q: 3 clusters Score -503099.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -503100.250000 Penalty: 4202.105469
	Iteration 27Q: 3 clusters Score -503100.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -503100.531250 Penalty: 4202.105469
	Iteration 28Q: 3 clusters Score -503100.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -503100.562500 Penalty: 4202.105469
	Iteration 29Q: 3 clusters Score -503100.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -503101.812500 Penalty: 4202.105469
	Iteration 30Q: 3 clusters Score -503101.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -503102.281250 Penalty: 4202.105469
	Iteration 31Q: 3 clusters Score -503102.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -503102.031250 Penalty: 4202.105469
	Iteration 32Q: 3 clusters Score -503102 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -503102.031250 Penalty: 4202.105469
	Iteration 33F: 3 clusters Score -503102 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 23711 members 
Mstep: Class 2 contains 6711 members 
Mstep: Class 3 contains 1099 members 
Mstep: Class 4 contains 224599 members 
Mstep: Class 5 contains 4151 members 
Mstep: Class 6 contains 2448 members 
Mstep: Class 7 contains 9641 members 
Mstep: Class 8 contains 13365 members 
Mstep: Class 9 contains 7626 members 
Mstep: Class 10 contains 27441 members 
Mstep: Class 11 contains 11153 members 
Mstep: Class 12 contains 662 members 
Mstep: Class 13 contains 2640 members 
Mstep: Class 14 contains 36724 members 
Mstep: Class 15 contains 185063 members 
Mstep: Class 16 contains 23459 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 18727 members 
Mstep: Class 19 contains 164728 members 
Mstep: Class 20 contains 57347 members 
Mstep: Class 21 contains 2444 members 
Mstep: Class 22 contains 1286 members 
Mstep: Class 23 contains 4453 members 
Mstep: Class 24 contains 1944 members 
Mstep: Class 25 contains 44502 members 
Mstep: Class 26 contains 60024 members 
Mstep: Class 27 contains 42060 members 
Mstep: Class 28 contains 1632 members 
Mstep: Class 29 contains 44998 members 
Mstep: Class 30 contains 12177 members 
Mstep: Class 31 contains 5574 members 
Mstep: Class 32 contains 493 members 
Mstep: Class 33 contains 8677 members 
Mstep: Class 34 contains 849 members 
Mstep: Class 35 contains 3432 members 
Mstep: Class 36 contains 8026 members 
Mstep: Class 37 contains 4211 members 
Mstep: Class 38 contains 1006 members 
Mstep: Class 39 contains 4894 members 
Mstep: Class 40 contains 18160 members 
Mstep: Class 41 contains 414 members 
Mstep: Class 42 contains 4486 members 
Mstep: Class 43 contains 3402 members 
Mstep: Class 44 contains 7400 members 
Mstep: Class 45 contains 19567 members 
Mstep: Class 46 contains 13845 members 
Mstep: Class 47 contains 1044 members 
Mstep: Class 48 contains 8323 members 
Mstep: Class 49 contains 27708 members 
Mstep: Class 50 contains 280 members 
Mstep: Class 51 contains 1003 members 
Mstep: Class 52 contains 526 members 
Mstep: Class 53 contains 3171 members 
Mstep: Class 54 contains 1522 members 
Mstep: Class 55 contains 2835 members 
Entering Unmasked Estep 
Score: -147502608.000000 Penalty: 190796.203125
Splitting cluster 24 changes total score from -147500400.000000 to -147502608.000000
So it's getting split into cluster 55.
Entering ConstructFrom: 
Trying to split cluster 25 (44502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44502 members 
Entering Unmasked Estep 
Score: -5626146.000000 Penalty: 2654.415771
	Iteration 0F: 2 clusters Score -5626146 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22216 members 
Mstep: Class 2 contains 22286 members 
Entering Unmasked Estep 
Score: -5596097.000000 Penalty: 5308.831543
	Iteration 0F: 3 clusters Score -5596097 nChanged 20499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21883 members 
Mstep: Class 2 contains 22619 members 
Entering Unmasked Estep 
Score: -5607372.000000 Penalty: 5308.831543
	Iteration 1F: 3 clusters Score -5607372 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21603 members 
Mstep: Class 2 contains 22899 members 
Entering Unmasked Estep 
Score: -5607953.500000 Penalty: 5308.831543
	Iteration 2Q: 3 clusters Score -5607954 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21195 members 
Mstep: Class 2 contains 23307 members 
Entering Unmasked Estep 
Score: -5608536.500000 Penalty: 5308.831543
	Iteration 3Q: 3 clusters Score -5608536 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20544 members 
Mstep: Class 2 contains 23958 members 
Entering Unmasked Estep 
Score: -5609191.500000 Penalty: 5308.831543
	Iteration 4Q: 3 clusters Score -5609192 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19601 members 
Mstep: Class 2 contains 24901 members 
Entering Unmasked Estep 
Score: -5609966.000000 Penalty: 5308.831543
	Iteration 5Q: 3 clusters Score -5609966 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18355 members 
Mstep: Class 2 contains 26147 members 
Entering Unmasked Estep 
Score: -5611110.000000 Penalty: 5308.831543
	Iteration 6Q: 3 clusters Score -5611110 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16714 members 
Mstep: Class 2 contains 27788 members 
Entering Unmasked Estep 
Score: -5612556.000000 Penalty: 5308.831543
	Iteration 7F: 3 clusters Score -5612556 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14906 members 
Mstep: Class 2 contains 29596 members 
Entering Unmasked Estep 
Score: -5614231.000000 Penalty: 5308.831543
	Iteration 8F: 3 clusters Score -5614231 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13017 members 
Mstep: Class 2 contains 31485 members 
Entering Unmasked Estep 
Score: -5616012.000000 Penalty: 5308.831543
	Iteration 9F: 3 clusters Score -5616012 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11305 members 
Mstep: Class 2 contains 33197 members 
Entering Unmasked Estep 
Score: -5617604.000000 Penalty: 5308.831543
	Iteration 10F: 3 clusters Score -5617604 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9841 members 
Mstep: Class 2 contains 34661 members 
Entering Unmasked Estep 
Score: -5618866.500000 Penalty: 5308.831543
	Iteration 11Q: 3 clusters Score -5618866 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 35909 members 
Entering Unmasked Estep 
Score: -5619795.000000 Penalty: 5308.831543
	Iteration 12Q: 3 clusters Score -5619795 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 36999 members 
Entering Unmasked Estep 
Score: -5620536.500000 Penalty: 5308.831543
	Iteration 13Q: 3 clusters Score -5620536 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 37917 members 
Entering Unmasked Estep 
Score: -5621125.000000 Penalty: 5308.831543
	Iteration 14Q: 3 clusters Score -5621125 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 38742 members 
Entering Unmasked Estep 
Score: -5621571.000000 Penalty: 5308.831543
	Iteration 15Q: 3 clusters Score -5621571 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 39461 members 
Entering Unmasked Estep 
Score: -5621964.500000 Penalty: 5308.831543
	Iteration 16Q: 3 clusters Score -5621964 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 40099 members 
Entering Unmasked Estep 
Score: -5622278.000000 Penalty: 5308.831543
	Iteration 17Q: 3 clusters Score -5622278 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 40642 members 
Entering Unmasked Estep 
Score: -5622557.000000 Penalty: 5308.831543
	Iteration 18Q: 3 clusters Score -5622557 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 41141 members 
Entering Unmasked Estep 
Score: -5622869.000000 Penalty: 5308.831543
	Iteration 19Q: 3 clusters Score -5622869 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 41564 members 
Entering Unmasked Estep 
Score: -5623128.500000 Penalty: 5308.831543
	Iteration 20F: 3 clusters Score -5623128 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 41923 members 
Entering Unmasked Estep 
Score: -5623346.500000 Penalty: 5308.831543
	Iteration 21Q: 3 clusters Score -5623346 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 42205 members 
Entering Unmasked Estep 
Score: -5623511.000000 Penalty: 5308.831543
	Iteration 22Q: 3 clusters Score -5623511 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 42439 members 
Entering Unmasked Estep 
Score: -5623629.500000 Penalty: 5308.831543
	Iteration 23Q: 3 clusters Score -5623630 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 42607 members 
Entering Unmasked Estep 
Score: -5623749.500000 Penalty: 5308.831543
	Iteration 24Q: 3 clusters Score -5623750 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 42742 members 
Entering Unmasked Estep 
Score: -5623801.000000 Penalty: 5308.831543
	Iteration 25Q: 3 clusters Score -5623801 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 42862 members 
Entering Unmasked Estep 
Score: -5623870.000000 Penalty: 5308.831543
	Iteration 26Q: 3 clusters Score -5623870 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 42943 members 
Entering Unmasked Estep 
Score: -5623949.500000 Penalty: 5308.831543
	Iteration 27Q: 3 clusters Score -5623950 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 43022 members 
Entering Unmasked Estep 
Score: -5624055.000000 Penalty: 5308.831543
	Iteration 28Q: 3 clusters Score -5624055 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 43096 members 
Entering Unmasked Estep 
Score: -5624169.500000 Penalty: 5308.831543
	Iteration 29Q: 3 clusters Score -5624170 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 43138 members 
Entering Unmasked Estep 
Score: -5624231.000000 Penalty: 5308.831543
	Iteration 30Q: 3 clusters Score -5624231 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 43159 members 
Entering Unmasked Estep 
Score: -5624254.000000 Penalty: 5308.831543
	Iteration 31Q: 3 clusters Score -5624254 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 43179 members 
Entering Unmasked Estep 
Score: -5624266.000000 Penalty: 5308.831543
	Iteration 32Q: 3 clusters Score -5624266 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 43190 members 
Entering Unmasked Estep 
Score: -5624280.000000 Penalty: 5308.831543
	Iteration 33Q: 3 clusters Score -5624280 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 43206 members 
Entering Unmasked Estep 
Score: -5624298.500000 Penalty: 5308.831543
	Iteration 34Q: 3 clusters Score -5624298 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 43216 members 
Entering Unmasked Estep 
Score: -5624309.000000 Penalty: 5308.831543
	Iteration 35Q: 3 clusters Score -5624309 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 43218 members 
Entering Unmasked Estep 
Score: -5624310.500000 Penalty: 5308.831543
	Iteration 36Q: 3 clusters Score -5624310 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 43220 members 
Entering Unmasked Estep 
Score: -5624311.500000 Penalty: 5308.831543
	Iteration 37Q: 3 clusters Score -5624312 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 43223 members 
Entering Unmasked Estep 
Score: -5624316.500000 Penalty: 5308.831543
	Iteration 38Q: 3 clusters Score -5624316 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 43219 members 
Entering Unmasked Estep 
Score: -5624317.500000 Penalty: 5308.831543
	Iteration 39Q: 3 clusters Score -5624318 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 43222 members 
Entering Unmasked Estep 
Score: -5624323.500000 Penalty: 5308.831543
	Iteration 40F: 3 clusters Score -5624324 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 43222 members 
Entering Unmasked Estep 
Score: -5624322.500000 Penalty: 5308.831543
	Iteration 41Q: 3 clusters Score -5624322 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 43224 members 
Entering Unmasked Estep 
Score: -5624327.500000 Penalty: 5308.831543
	Iteration 42Q: 3 clusters Score -5624328 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 43228 members 
Entering Unmasked Estep 
Score: -5624329.000000 Penalty: 5308.831543
	Iteration 43Q: 3 clusters Score -5624329 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 43229 members 
Entering Unmasked Estep 
Score: -5624323.500000 Penalty: 5308.831543
	Iteration 44Q: 3 clusters Score -5624324 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 43234 members 
Entering Unmasked Estep 
Score: -5624329.000000 Penalty: 5308.831543
	Iteration 45Q: 3 clusters Score -5624329 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 43236 members 
Entering Unmasked Estep 
Score: -5624329.500000 Penalty: 5308.831543
	Iteration 46Q: 3 clusters Score -5624330 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 43238 members 
Entering Unmasked Estep 
Score: -5624331.500000 Penalty: 5308.831543
	Iteration 47Q: 3 clusters Score -5624332 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 43241 members 
Entering Unmasked Estep 
Score: -5624332.500000 Penalty: 5308.831543
	Iteration 48Q: 3 clusters Score -5624332 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 43243 members 
Entering Unmasked Estep 
Score: -5624335.000000 Penalty: 5308.831543
	Iteration 49Q: 3 clusters Score -5624335 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 43246 members 
Entering Unmasked Estep 
Score: -5624341.500000 Penalty: 5308.831543
	Iteration 50Q: 3 clusters Score -5624342 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 43249 members 
Entering Unmasked Estep 
Score: -5624339.000000 Penalty: 5308.831543
	Iteration 51Q: 3 clusters Score -5624339 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 43248 members 
Entering Unmasked Estep 
Score: -5624339.500000 Penalty: 5308.831543
	Iteration 52Q: 3 clusters Score -5624340 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 43247 members 
Entering Unmasked Estep 
Score: -5624344.000000 Penalty: 5308.831543
	Iteration 53Q: 3 clusters Score -5624344 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 43246 members 
Entering Unmasked Estep 
Score: -5624342.000000 Penalty: 5308.831543
	Iteration 54Q: 3 clusters Score -5624342 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 43245 members 
Entering Unmasked Estep 
Score: -5624341.500000 Penalty: 5308.831543
	Iteration 55Q: 3 clusters Score -5624342 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 43245 members 
Entering Unmasked Estep 
Score: -5624341.500000 Penalty: 5308.831543
	Iteration 56F: 3 clusters Score -5624342 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (60024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60024 members 
Entering Unmasked Estep 
Score: -7640566.500000 Penalty: 2728.619873
	Iteration 0F: 2 clusters Score -7640566 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30249 members 
Mstep: Class 2 contains 29775 members 
Entering Unmasked Estep 
Score: -7600404.500000 Penalty: 5457.239746
	Iteration 0F: 3 clusters Score -7600404 nChanged 27829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31990 members 
Mstep: Class 2 contains 28034 members 
Entering Unmasked Estep 
Score: -7616155.000000 Penalty: 5457.239746
	Iteration 1F: 3 clusters Score -7616155 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33121 members 
Mstep: Class 2 contains 26903 members 
Entering Unmasked Estep 
Score: -7617263.500000 Penalty: 5457.239746
	Iteration 2Q: 3 clusters Score -7617264 nChanged 3050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34833 members 
Mstep: Class 2 contains 25191 members 
Entering Unmasked Estep 
Score: -7618829.500000 Penalty: 5457.239746
	Iteration 3F: 3 clusters Score -7618830 nChanged 3563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37204 members 
Mstep: Class 2 contains 22820 members 
Entering Unmasked Estep 
Score: -7621241.000000 Penalty: 5457.239746
	Iteration 4F: 3 clusters Score -7621241 nChanged 4150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40138 members 
Mstep: Class 2 contains 19886 members 
Entering Unmasked Estep 
Score: -7624592.000000 Penalty: 5457.239746
	Iteration 5F: 3 clusters Score -7624592 nChanged 4218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43276 members 
Mstep: Class 2 contains 16748 members 
Entering Unmasked Estep 
Score: -7628246.000000 Penalty: 5457.239746
	Iteration 6F: 3 clusters Score -7628246 nChanged 3685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45969 members 
Mstep: Class 2 contains 14055 members 
Entering Unmasked Estep 
Score: -7631411.000000 Penalty: 5457.239746
	Iteration 7F: 3 clusters Score -7631411 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47909 members 
Mstep: Class 2 contains 12115 members 
Entering Unmasked Estep 
Score: -7633659.000000 Penalty: 5457.239746
	Iteration 8Q: 3 clusters Score -7633659 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49197 members 
Mstep: Class 2 contains 10827 members 
Entering Unmasked Estep 
Score: -7635029.000000 Penalty: 5457.239746
	Iteration 9Q: 3 clusters Score -7635029 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50136 members 
Mstep: Class 2 contains 9888 members 
Entering Unmasked Estep 
Score: -7635761.500000 Penalty: 5457.239746
	Iteration 10Q: 3 clusters Score -7635762 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50916 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -7636263.500000 Penalty: 5457.239746
	Iteration 11Q: 3 clusters Score -7636264 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51572 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -7636616.000000 Penalty: 5457.239746
	Iteration 12Q: 3 clusters Score -7636616 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52150 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -7636866.000000 Penalty: 5457.239746
	Iteration 13Q: 3 clusters Score -7636866 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52654 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -7637049.500000 Penalty: 5457.239746
	Iteration 14Q: 3 clusters Score -7637050 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53111 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -7637220.000000 Penalty: 5457.239746
	Iteration 15Q: 3 clusters Score -7637220 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53533 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -7637349.500000 Penalty: 5457.239746
	Iteration 16Q: 3 clusters Score -7637350 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53925 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -7637481.000000 Penalty: 5457.239746
	Iteration 17Q: 3 clusters Score -7637481 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54294 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -7637595.000000 Penalty: 5457.239746
	Iteration 18Q: 3 clusters Score -7637595 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54615 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -7637696.500000 Penalty: 5457.239746
	Iteration 19Q: 3 clusters Score -7637696 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54897 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -7637777.000000 Penalty: 5457.239746
	Iteration 20F: 3 clusters Score -7637777 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55166 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -7637869.000000 Penalty: 5457.239746
	Iteration 21Q: 3 clusters Score -7637869 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55437 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -7637966.500000 Penalty: 5457.239746
	Iteration 22Q: 3 clusters Score -7637966 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55677 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -7638060.000000 Penalty: 5457.239746
	Iteration 23Q: 3 clusters Score -7638060 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55884 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -7638117.500000 Penalty: 5457.239746
	Iteration 24Q: 3 clusters Score -7638118 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56072 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -7638172.500000 Penalty: 5457.239746
	Iteration 25Q: 3 clusters Score -7638172 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56239 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -7638229.000000 Penalty: 5457.239746
	Iteration 26Q: 3 clusters Score -7638229 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56404 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -7638252.500000 Penalty: 5457.239746
	Iteration 27Q: 3 clusters Score -7638252 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56576 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -7638311.500000 Penalty: 5457.239746
	Iteration 28Q: 3 clusters Score -7638312 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56718 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -7638339.000000 Penalty: 5457.239746
	Iteration 29Q: 3 clusters Score -7638339 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56833 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -7638371.000000 Penalty: 5457.239746
	Iteration 30Q: 3 clusters Score -7638371 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56946 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -7638375.500000 Penalty: 5457.239746
	Iteration 31Q: 3 clusters Score -7638376 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57041 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -7638406.000000 Penalty: 5457.239746
	Iteration 32Q: 3 clusters Score -7638406 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57105 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -7638431.500000 Penalty: 5457.239746
	Iteration 33Q: 3 clusters Score -7638432 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57167 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -7638442.500000 Penalty: 5457.239746
	Iteration 34Q: 3 clusters Score -7638442 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57222 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -7638462.500000 Penalty: 5457.239746
	Iteration 35Q: 3 clusters Score -7638462 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57266 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -7638464.500000 Penalty: 5457.239746
	Iteration 36Q: 3 clusters Score -7638464 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57305 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -7638472.000000 Penalty: 5457.239746
	Iteration 37Q: 3 clusters Score -7638472 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57338 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -7638496.500000 Penalty: 5457.239746
	Iteration 38Q: 3 clusters Score -7638496 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57371 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -7638507.500000 Penalty: 5457.239746
	Iteration 39Q: 3 clusters Score -7638508 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57397 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -7638512.500000 Penalty: 5457.239746
	Iteration 40F: 3 clusters Score -7638512 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57413 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -7638513.500000 Penalty: 5457.239746
	Iteration 41Q: 3 clusters Score -7638514 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57436 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -7638521.500000 Penalty: 5457.239746
	Iteration 42Q: 3 clusters Score -7638522 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57458 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -7638537.000000 Penalty: 5457.239746
	Iteration 43Q: 3 clusters Score -7638537 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57489 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -7638535.500000 Penalty: 5457.239746
	Iteration 44Q: 3 clusters Score -7638536 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57512 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -7638529.000000 Penalty: 5457.239746
	Iteration 45Q: 3 clusters Score -7638529 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57531 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -7638546.000000 Penalty: 5457.239746
	Iteration 46Q: 3 clusters Score -7638546 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57547 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -7638549.000000 Penalty: 5457.239746
	Iteration 47Q: 3 clusters Score -7638549 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57562 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -7638559.500000 Penalty: 5457.239746
	Iteration 48Q: 3 clusters Score -7638560 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57583 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -7638553.500000 Penalty: 5457.239746
	Iteration 49Q: 3 clusters Score -7638554 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57603 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -7638569.500000 Penalty: 5457.239746
	Iteration 50Q: 3 clusters Score -7638570 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57621 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -7638583.500000 Penalty: 5457.239746
	Iteration 51Q: 3 clusters Score -7638584 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57635 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -7638577.000000 Penalty: 5457.239746
	Iteration 52Q: 3 clusters Score -7638577 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57645 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -7638585.000000 Penalty: 5457.239746
	Iteration 53Q: 3 clusters Score -7638585 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57656 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -7638570.000000 Penalty: 5457.239746
	Iteration 54Q: 3 clusters Score -7638570 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57664 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -7638567.000000 Penalty: 5457.239746
	Iteration 55Q: 3 clusters Score -7638567 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57675 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -7638569.500000 Penalty: 5457.239746
	Iteration 56Q: 3 clusters Score -7638570 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57689 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -7638571.500000 Penalty: 5457.239746
	Iteration 57Q: 3 clusters Score -7638572 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57700 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -7638572.500000 Penalty: 5457.239746
	Iteration 58Q: 3 clusters Score -7638572 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57710 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -7638576.500000 Penalty: 5457.239746
	Iteration 59Q: 3 clusters Score -7638576 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57721 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -7638582.000000 Penalty: 5457.239746
	Iteration 60F: 3 clusters Score -7638582 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57734 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -7638571.500000 Penalty: 5457.239746
	Iteration 61Q: 3 clusters Score -7638572 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57746 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -7638570.000000 Penalty: 5457.239746
	Iteration 62Q: 3 clusters Score -7638570 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57752 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -7638567.500000 Penalty: 5457.239746
	Iteration 63Q: 3 clusters Score -7638568 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57766 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -7638588.000000 Penalty: 5457.239746
	Iteration 64Q: 3 clusters Score -7638588 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57783 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -7638584.500000 Penalty: 5457.239746
	Iteration 65Q: 3 clusters Score -7638584 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57797 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -7638583.500000 Penalty: 5457.239746
	Iteration 66Q: 3 clusters Score -7638584 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57806 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -7638585.000000 Penalty: 5457.239746
	Iteration 67Q: 3 clusters Score -7638585 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57812 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -7638583.000000 Penalty: 5457.239746
	Iteration 68Q: 3 clusters Score -7638583 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57820 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -7638586.500000 Penalty: 5457.239746
	Iteration 69Q: 3 clusters Score -7638586 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57823 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -7638592.500000 Penalty: 5457.239746
	Iteration 70Q: 3 clusters Score -7638592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57825 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -7638596.500000 Penalty: 5457.239746
	Iteration 71Q: 3 clusters Score -7638596 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57830 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -7638604.000000 Penalty: 5457.239746
	Iteration 72Q: 3 clusters Score -7638604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57831 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -7638598.500000 Penalty: 5457.239746
	Iteration 73Q: 3 clusters Score -7638598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57832 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -7638594.000000 Penalty: 5457.239746
	Iteration 74Q: 3 clusters Score -7638594 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57835 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -7638601.000000 Penalty: 5457.239746
	Iteration 75Q: 3 clusters Score -7638601 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57839 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -7638602.000000 Penalty: 5457.239746
	Iteration 76Q: 3 clusters Score -7638602 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57843 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -7638599.000000 Penalty: 5457.239746
	Iteration 77Q: 3 clusters Score -7638599 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57846 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -7638600.500000 Penalty: 5457.239746
	Iteration 78Q: 3 clusters Score -7638600 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57849 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -7638602.000000 Penalty: 5457.239746
	Iteration 79Q: 3 clusters Score -7638602 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57857 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -7638613.500000 Penalty: 5457.239746
	Iteration 80F: 3 clusters Score -7638614 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57863 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -7638618.500000 Penalty: 5457.239746
	Iteration 81Q: 3 clusters Score -7638618 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57867 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -7638622.000000 Penalty: 5457.239746
	Iteration 82Q: 3 clusters Score -7638622 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57873 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -7638608.500000 Penalty: 5457.239746
	Iteration 83Q: 3 clusters Score -7638608 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57875 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -7638618.500000 Penalty: 5457.239746
	Iteration 84Q: 3 clusters Score -7638618 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57876 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -7638617.000000 Penalty: 5457.239746
	Iteration 85Q: 3 clusters Score -7638617 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57877 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -7638615.500000 Penalty: 5457.239746
	Iteration 86Q: 3 clusters Score -7638616 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57877 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -7638615.500000 Penalty: 5457.239746
	Iteration 87F: 3 clusters Score -7638616 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (42060 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42060 members 
Entering Unmasked Estep 
Score: -5319845.000000 Penalty: 2640.419434
	Iteration 0F: 2 clusters Score -5319845 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20933 members 
Mstep: Class 2 contains 21127 members 
Entering Unmasked Estep 
Score: -5291387.500000 Penalty: 5280.838867
	Iteration 0F: 3 clusters Score -5291388 nChanged 19168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21303 members 
Mstep: Class 2 contains 20757 members 
Entering Unmasked Estep 
Score: -5302744.500000 Penalty: 5280.838867
	Iteration 1F: 3 clusters Score -5302744 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21483 members 
Mstep: Class 2 contains 20577 members 
Entering Unmasked Estep 
Score: -5303670.000000 Penalty: 5280.838867
	Iteration 2F: 3 clusters Score -5303670 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21650 members 
Mstep: Class 2 contains 20410 members 
Entering Unmasked Estep 
Score: -5304478.000000 Penalty: 5280.838867
	Iteration 3F: 3 clusters Score -5304478 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21776 members 
Mstep: Class 2 contains 20284 members 
Entering Unmasked Estep 
Score: -5305460.500000 Penalty: 5280.838867
	Iteration 4Q: 3 clusters Score -5305460 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21888 members 
Mstep: Class 2 contains 20172 members 
Entering Unmasked Estep 
Score: -5306451.500000 Penalty: 5280.838867
	Iteration 5Q: 3 clusters Score -5306452 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21991 members 
Mstep: Class 2 contains 20069 members 
Entering Unmasked Estep 
Score: -5307495.500000 Penalty: 5280.838867
	Iteration 6Q: 3 clusters Score -5307496 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22048 members 
Mstep: Class 2 contains 20012 members 
Entering Unmasked Estep 
Score: -5308562.500000 Penalty: 5280.838867
	Iteration 7Q: 3 clusters Score -5308562 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22109 members 
Mstep: Class 2 contains 19951 members 
Entering Unmasked Estep 
Score: -5309748.500000 Penalty: 5280.838867
	Iteration 8Q: 3 clusters Score -5309748 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22113 members 
Mstep: Class 2 contains 19947 members 
Entering Unmasked Estep 
Score: -5310819.500000 Penalty: 5280.838867
	Iteration 9Q: 3 clusters Score -5310820 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22166 members 
Mstep: Class 2 contains 19894 members 
Entering Unmasked Estep 
Score: -5311794.500000 Penalty: 5280.838867
	Iteration 10Q: 3 clusters Score -5311794 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22289 members 
Mstep: Class 2 contains 19771 members 
Entering Unmasked Estep 
Score: -5312804.500000 Penalty: 5280.838867
	Iteration 11Q: 3 clusters Score -5312804 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22453 members 
Mstep: Class 2 contains 19607 members 
Entering Unmasked Estep 
Score: -5313643.500000 Penalty: 5280.838867
	Iteration 12Q: 3 clusters Score -5313644 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22698 members 
Mstep: Class 2 contains 19362 members 
Entering Unmasked Estep 
Score: -5314320.500000 Penalty: 5280.838867
	Iteration 13Q: 3 clusters Score -5314320 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22960 members 
Mstep: Class 2 contains 19100 members 
Entering Unmasked Estep 
Score: -5314707.000000 Penalty: 5280.838867
	Iteration 14Q: 3 clusters Score -5314707 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23214 members 
Mstep: Class 2 contains 18846 members 
Entering Unmasked Estep 
Score: -5314941.500000 Penalty: 5280.838867
	Iteration 15Q: 3 clusters Score -5314942 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23436 members 
Mstep: Class 2 contains 18624 members 
Entering Unmasked Estep 
Score: -5315030.500000 Penalty: 5280.838867
	Iteration 16Q: 3 clusters Score -5315030 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23679 members 
Mstep: Class 2 contains 18381 members 
Entering Unmasked Estep 
Score: -5315158.000000 Penalty: 5280.838867
	Iteration 17Q: 3 clusters Score -5315158 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23913 members 
Mstep: Class 2 contains 18147 members 
Entering Unmasked Estep 
Score: -5315242.500000 Penalty: 5280.838867
	Iteration 18Q: 3 clusters Score -5315242 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24115 members 
Mstep: Class 2 contains 17945 members 
Entering Unmasked Estep 
Score: -5315301.500000 Penalty: 5280.838867
	Iteration 19Q: 3 clusters Score -5315302 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24304 members 
Mstep: Class 2 contains 17756 members 
Entering Unmasked Estep 
Score: -5315410.000000 Penalty: 5280.838867
	Iteration 20F: 3 clusters Score -5315410 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24501 members 
Mstep: Class 2 contains 17559 members 
Entering Unmasked Estep 
Score: -5315504.500000 Penalty: 5280.838867
	Iteration 21Q: 3 clusters Score -5315504 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24717 members 
Mstep: Class 2 contains 17343 members 
Entering Unmasked Estep 
Score: -5315578.000000 Penalty: 5280.838867
	Iteration 22Q: 3 clusters Score -5315578 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24921 members 
Mstep: Class 2 contains 17139 members 
Entering Unmasked Estep 
Score: -5315668.000000 Penalty: 5280.838867
	Iteration 23Q: 3 clusters Score -5315668 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25089 members 
Mstep: Class 2 contains 16971 members 
Entering Unmasked Estep 
Score: -5315742.000000 Penalty: 5280.838867
	Iteration 24Q: 3 clusters Score -5315742 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25231 members 
Mstep: Class 2 contains 16829 members 
Entering Unmasked Estep 
Score: -5315830.000000 Penalty: 5280.838867
	Iteration 25Q: 3 clusters Score -5315830 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25338 members 
Mstep: Class 2 contains 16722 members 
Entering Unmasked Estep 
Score: -5315925.000000 Penalty: 5280.838867
	Iteration 26Q: 3 clusters Score -5315925 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25379 members 
Mstep: Class 2 contains 16681 members 
Entering Unmasked Estep 
Score: -5315994.500000 Penalty: 5280.838867
	Iteration 27Q: 3 clusters Score -5315994 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25401 members 
Mstep: Class 2 contains 16659 members 
Entering Unmasked Estep 
Score: -5316097.500000 Penalty: 5280.838867
	Iteration 28Q: 3 clusters Score -5316098 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25353 members 
Mstep: Class 2 contains 16707 members 
Entering Unmasked Estep 
Score: -5316211.000000 Penalty: 5280.838867
	Iteration 29Q: 3 clusters Score -5316211 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25288 members 
Mstep: Class 2 contains 16772 members 
Entering Unmasked Estep 
Score: -5316380.000000 Penalty: 5280.838867
	Iteration 30Q: 3 clusters Score -5316380 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25149 members 
Mstep: Class 2 contains 16911 members 
Entering Unmasked Estep 
Score: -5316674.000000 Penalty: 5280.838867
	Iteration 31Q: 3 clusters Score -5316674 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24953 members 
Mstep: Class 2 contains 17107 members 
Entering Unmasked Estep 
Score: -5317000.000000 Penalty: 5280.838867
	Iteration 32Q: 3 clusters Score -5317000 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24715 members 
Mstep: Class 2 contains 17345 members 
Entering Unmasked Estep 
Score: -5317425.500000 Penalty: 5280.838867
	Iteration 33Q: 3 clusters Score -5317426 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24430 members 
Mstep: Class 2 contains 17630 members 
Entering Unmasked Estep 
Score: -5317881.500000 Penalty: 5280.838867
	Iteration 34Q: 3 clusters Score -5317882 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24127 members 
Mstep: Class 2 contains 17933 members 
Entering Unmasked Estep 
Score: -5318300.000000 Penalty: 5280.838867
	Iteration 35Q: 3 clusters Score -5318300 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23905 members 
Mstep: Class 2 contains 18155 members 
Entering Unmasked Estep 
Score: -5318625.000000 Penalty: 5280.838867
	Iteration 36Q: 3 clusters Score -5318625 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23766 members 
Mstep: Class 2 contains 18294 members 
Entering Unmasked Estep 
Score: -5318835.000000 Penalty: 5280.838867
	Iteration 37Q: 3 clusters Score -5318835 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23698 members 
Mstep: Class 2 contains 18362 members 
Entering Unmasked Estep 
Score: -5318985.500000 Penalty: 5280.838867
	Iteration 38Q: 3 clusters Score -5318986 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23677 members 
Mstep: Class 2 contains 18383 members 
Entering Unmasked Estep 
Score: -5319082.000000 Penalty: 5280.838867
	Iteration 39Q: 3 clusters Score -5319082 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23750 members 
Mstep: Class 2 contains 18310 members 
Entering Unmasked Estep 
Score: -5319223.500000 Penalty: 5280.838867
	Iteration 40F: 3 clusters Score -5319224 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23829 members 
Mstep: Class 2 contains 18231 members 
Entering Unmasked Estep 
Score: -5319280.500000 Penalty: 5280.838867
	Iteration 41Q: 3 clusters Score -5319280 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23933 members 
Mstep: Class 2 contains 18127 members 
Entering Unmasked Estep 
Score: -5319347.000000 Penalty: 5280.838867
	Iteration 42Q: 3 clusters Score -5319347 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24060 members 
Mstep: Class 2 contains 18000 members 
Entering Unmasked Estep 
Score: -5319427.000000 Penalty: 5280.838867
	Iteration 43Q: 3 clusters Score -5319427 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24191 members 
Mstep: Class 2 contains 17869 members 
Entering Unmasked Estep 
Score: -5319503.000000 Penalty: 5280.838867
	Iteration 44Q: 3 clusters Score -5319503 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24327 members 
Mstep: Class 2 contains 17733 members 
Entering Unmasked Estep 
Score: -5319591.000000 Penalty: 5280.838867
	Iteration 45Q: 3 clusters Score -5319591 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24455 members 
Mstep: Class 2 contains 17605 members 
Entering Unmasked Estep 
Score: -5319636.000000 Penalty: 5280.838867
	Iteration 46Q: 3 clusters Score -5319636 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24590 members 
Mstep: Class 2 contains 17470 members 
Entering Unmasked Estep 
Score: -5319684.000000 Penalty: 5280.838867
	Iteration 47Q: 3 clusters Score -5319684 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24725 members 
Mstep: Class 2 contains 17335 members 
Entering Unmasked Estep 
Score: -5319752.500000 Penalty: 5280.838867
	Iteration 48Q: 3 clusters Score -5319752 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24882 members 
Mstep: Class 2 contains 17178 members 
Entering Unmasked Estep 
Score: -5319777.500000 Penalty: 5280.838867
	Iteration 49Q: 3 clusters Score -5319778 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25023 members 
Mstep: Class 2 contains 17037 members 
Entering Unmasked Estep 
Score: -5319806.500000 Penalty: 5280.838867
	Iteration 50Q: 3 clusters Score -5319806 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25138 members 
Mstep: Class 2 contains 16922 members 
Entering Unmasked Estep 
Score: -5319835.000000 Penalty: 5280.838867
	Iteration 51Q: 3 clusters Score -5319835 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25261 members 
Mstep: Class 2 contains 16799 members 
Entering Unmasked Estep 
Score: -5319878.500000 Penalty: 5280.838867
	Iteration 52Q: 3 clusters Score -5319878 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25395 members 
Mstep: Class 2 contains 16665 members 
Entering Unmasked Estep 
Score: -5319915.500000 Penalty: 5280.838867
	Iteration 53Q: 3 clusters Score -5319916 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25530 members 
Mstep: Class 2 contains 16530 members 
Entering Unmasked Estep 
Score: -5319936.500000 Penalty: 5280.838867
	Iteration 54Q: 3 clusters Score -5319936 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25653 members 
Mstep: Class 2 contains 16407 members 
Entering Unmasked Estep 
Score: -5319960.500000 Penalty: 5280.838867
	Iteration 55Q: 3 clusters Score -5319960 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25786 members 
Mstep: Class 2 contains 16274 members 
Entering Unmasked Estep 
Score: -5319979.500000 Penalty: 5280.838867
	Iteration 56Q: 3 clusters Score -5319980 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25888 members 
Mstep: Class 2 contains 16172 members 
Entering Unmasked Estep 
Score: -5319993.500000 Penalty: 5280.838867
	Iteration 57Q: 3 clusters Score -5319994 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25969 members 
Mstep: Class 2 contains 16091 members 
Entering Unmasked Estep 
Score: -5319989.500000 Penalty: 5280.838867
	Iteration 58Q: 3 clusters Score -5319990 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26040 members 
Mstep: Class 2 contains 16020 members 
Entering Unmasked Estep 
Score: -5320002.500000 Penalty: 5280.838867
	Iteration 59Q: 3 clusters Score -5320002 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26102 members 
Mstep: Class 2 contains 15958 members 
Entering Unmasked Estep 
Score: -5320003.500000 Penalty: 5280.838867
	Iteration 60F: 3 clusters Score -5320004 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26147 members 
Mstep: Class 2 contains 15913 members 
Entering Unmasked Estep 
Score: -5320019.500000 Penalty: 5280.838867
	Iteration 61Q: 3 clusters Score -5320020 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26201 members 
Mstep: Class 2 contains 15859 members 
Entering Unmasked Estep 
Score: -5320013.500000 Penalty: 5280.838867
	Iteration 62Q: 3 clusters Score -5320014 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26262 members 
Mstep: Class 2 contains 15798 members 
Entering Unmasked Estep 
Score: -5320034.000000 Penalty: 5280.838867
	Iteration 63Q: 3 clusters Score -5320034 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26323 members 
Mstep: Class 2 contains 15737 members 
Entering Unmasked Estep 
Score: -5320037.000000 Penalty: 5280.838867
	Iteration 64Q: 3 clusters Score -5320037 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26377 members 
Mstep: Class 2 contains 15683 members 
Entering Unmasked Estep 
Score: -5320037.000000 Penalty: 5280.838867
	Iteration 65Q: 3 clusters Score -5320037 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26437 members 
Mstep: Class 2 contains 15623 members 
Entering Unmasked Estep 
Score: -5320055.500000 Penalty: 5280.838867
	Iteration 66Q: 3 clusters Score -5320056 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26505 members 
Mstep: Class 2 contains 15555 members 
Entering Unmasked Estep 
Score: -5320056.500000 Penalty: 5280.838867
	Iteration 67Q: 3 clusters Score -5320056 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26580 members 
Mstep: Class 2 contains 15480 members 
Entering Unmasked Estep 
Score: -5320075.000000 Penalty: 5280.838867
	Iteration 68Q: 3 clusters Score -5320075 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26640 members 
Mstep: Class 2 contains 15420 members 
Entering Unmasked Estep 
Score: -5320060.000000 Penalty: 5280.838867
	Iteration 69Q: 3 clusters Score -5320060 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26696 members 
Mstep: Class 2 contains 15364 members 
Entering Unmasked Estep 
Score: -5320071.500000 Penalty: 5280.838867
	Iteration 70Q: 3 clusters Score -5320072 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26759 members 
Mstep: Class 2 contains 15301 members 
Entering Unmasked Estep 
Score: -5320074.000000 Penalty: 5280.838867
	Iteration 71Q: 3 clusters Score -5320074 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26821 members 
Mstep: Class 2 contains 15239 members 
Entering Unmasked Estep 
Score: -5320099.500000 Penalty: 5280.838867
	Iteration 72Q: 3 clusters Score -5320100 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26872 members 
Mstep: Class 2 contains 15188 members 
Entering Unmasked Estep 
Score: -5320098.500000 Penalty: 5280.838867
	Iteration 73Q: 3 clusters Score -5320098 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26913 members 
Mstep: Class 2 contains 15147 members 
Entering Unmasked Estep 
Score: -5320097.000000 Penalty: 5280.838867
	Iteration 74Q: 3 clusters Score -5320097 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26951 members 
Mstep: Class 2 contains 15109 members 
Entering Unmasked Estep 
Score: -5320096.500000 Penalty: 5280.838867
	Iteration 75Q: 3 clusters Score -5320096 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26983 members 
Mstep: Class 2 contains 15077 members 
Entering Unmasked Estep 
Score: -5320104.000000 Penalty: 5280.838867
	Iteration 76Q: 3 clusters Score -5320104 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27013 members 
Mstep: Class 2 contains 15047 members 
Entering Unmasked Estep 
Score: -5320102.500000 Penalty: 5280.838867
	Iteration 77Q: 3 clusters Score -5320102 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27053 members 
Mstep: Class 2 contains 15007 members 
Entering Unmasked Estep 
Score: -5320110.000000 Penalty: 5280.838867
	Iteration 78Q: 3 clusters Score -5320110 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27091 members 
Mstep: Class 2 contains 14969 members 
Entering Unmasked Estep 
Score: -5320112.500000 Penalty: 5280.838867
	Iteration 79Q: 3 clusters Score -5320112 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27139 members 
Mstep: Class 2 contains 14921 members 
Entering Unmasked Estep 
Score: -5320115.000000 Penalty: 5280.838867
	Iteration 80F: 3 clusters Score -5320115 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27186 members 
Mstep: Class 2 contains 14874 members 
Entering Unmasked Estep 
Score: -5320125.500000 Penalty: 5280.838867
	Iteration 81Q: 3 clusters Score -5320126 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27236 members 
Mstep: Class 2 contains 14824 members 
Entering Unmasked Estep 
Score: -5320123.000000 Penalty: 5280.838867
	Iteration 82Q: 3 clusters Score -5320123 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27282 members 
Mstep: Class 2 contains 14778 members 
Entering Unmasked Estep 
Score: -5320134.000000 Penalty: 5280.838867
	Iteration 83Q: 3 clusters Score -5320134 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27314 members 
Mstep: Class 2 contains 14746 members 
Entering Unmasked Estep 
Score: -5320132.500000 Penalty: 5280.838867
	Iteration 84Q: 3 clusters Score -5320132 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27349 members 
Mstep: Class 2 contains 14711 members 
Entering Unmasked Estep 
Score: -5320142.000000 Penalty: 5280.838867
	Iteration 85Q: 3 clusters Score -5320142 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27393 members 
Mstep: Class 2 contains 14667 members 
Entering Unmasked Estep 
Score: -5320148.000000 Penalty: 5280.838867
	Iteration 86Q: 3 clusters Score -5320148 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27452 members 
Mstep: Class 2 contains 14608 members 
Entering Unmasked Estep 
Score: -5320134.000000 Penalty: 5280.838867
	Iteration 87Q: 3 clusters Score -5320134 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27505 members 
Mstep: Class 2 contains 14555 members 
Entering Unmasked Estep 
Score: -5320146.000000 Penalty: 5280.838867
	Iteration 88Q: 3 clusters Score -5320146 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27551 members 
Mstep: Class 2 contains 14509 members 
Entering Unmasked Estep 
Score: -5320166.000000 Penalty: 5280.838867
	Iteration 89Q: 3 clusters Score -5320166 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27587 members 
Mstep: Class 2 contains 14473 members 
Entering Unmasked Estep 
Score: -5320182.500000 Penalty: 5280.838867
	Iteration 90Q: 3 clusters Score -5320182 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27622 members 
Mstep: Class 2 contains 14438 members 
Entering Unmasked Estep 
Score: -5320171.000000 Penalty: 5280.838867
	Iteration 91Q: 3 clusters Score -5320171 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27651 members 
Mstep: Class 2 contains 14409 members 
Entering Unmasked Estep 
Score: -5320184.500000 Penalty: 5280.838867
	Iteration 92Q: 3 clusters Score -5320184 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27685 members 
Mstep: Class 2 contains 14375 members 
Entering Unmasked Estep 
Score: -5320189.000000 Penalty: 5280.838867
	Iteration 93Q: 3 clusters Score -5320189 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27717 members 
Mstep: Class 2 contains 14343 members 
Entering Unmasked Estep 
Score: -5320207.500000 Penalty: 5280.838867
	Iteration 94Q: 3 clusters Score -5320208 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27753 members 
Mstep: Class 2 contains 14307 members 
Entering Unmasked Estep 
Score: -5320197.500000 Penalty: 5280.838867
	Iteration 95Q: 3 clusters Score -5320198 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27785 members 
Mstep: Class 2 contains 14275 members 
Entering Unmasked Estep 
Score: -5320201.500000 Penalty: 5280.838867
	Iteration 96Q: 3 clusters Score -5320202 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27810 members 
Mstep: Class 2 contains 14250 members 
Entering Unmasked Estep 
Score: -5320198.500000 Penalty: 5280.838867
	Iteration 97Q: 3 clusters Score -5320198 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27830 members 
Mstep: Class 2 contains 14230 members 
Entering Unmasked Estep 
Score: -5320209.000000 Penalty: 5280.838867
	Iteration 98Q: 3 clusters Score -5320209 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27849 members 
Mstep: Class 2 contains 14211 members 
Entering Unmasked Estep 
Score: -5320207.000000 Penalty: 5280.838867
	Iteration 99Q: 3 clusters Score -5320207 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27868 members 
Mstep: Class 2 contains 14192 members 
Entering Unmasked Estep 
Score: -5320217.000000 Penalty: 5280.838867
	Iteration 100F: 3 clusters Score -5320217 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27881 members 
Mstep: Class 2 contains 14179 members 
Entering Unmasked Estep 
Score: -5320212.000000 Penalty: 5280.838867
	Iteration 101Q: 3 clusters Score -5320212 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27894 members 
Mstep: Class 2 contains 14166 members 
Entering Unmasked Estep 
Score: -5320209.500000 Penalty: 5280.838867
	Iteration 102Q: 3 clusters Score -5320210 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27905 members 
Mstep: Class 2 contains 14155 members 
Entering Unmasked Estep 
Score: -5320212.500000 Penalty: 5280.838867
	Iteration 103Q: 3 clusters Score -5320212 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27916 members 
Mstep: Class 2 contains 14144 members 
Entering Unmasked Estep 
Score: -5320216.000000 Penalty: 5280.838867
	Iteration 104Q: 3 clusters Score -5320216 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27925 members 
Mstep: Class 2 contains 14135 members 
Entering Unmasked Estep 
Score: -5320219.500000 Penalty: 5280.838867
	Iteration 105Q: 3 clusters Score -5320220 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27937 members 
Mstep: Class 2 contains 14123 members 
Entering Unmasked Estep 
Score: -5320213.000000 Penalty: 5280.838867
	Iteration 106Q: 3 clusters Score -5320213 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27947 members 
Mstep: Class 2 contains 14113 members 
Entering Unmasked Estep 
Score: -5320219.000000 Penalty: 5280.838867
	Iteration 107Q: 3 clusters Score -5320219 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27957 members 
Mstep: Class 2 contains 14103 members 
Entering Unmasked Estep 
Score: -5320213.000000 Penalty: 5280.838867
	Iteration 108Q: 3 clusters Score -5320213 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27964 members 
Mstep: Class 2 contains 14096 members 
Entering Unmasked Estep 
Score: -5320212.000000 Penalty: 5280.838867
	Iteration 109Q: 3 clusters Score -5320212 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27973 members 
Mstep: Class 2 contains 14087 members 
Entering Unmasked Estep 
Score: -5320205.500000 Penalty: 5280.838867
	Iteration 110Q: 3 clusters Score -5320206 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27985 members 
Mstep: Class 2 contains 14075 members 
Entering Unmasked Estep 
Score: -5320206.000000 Penalty: 5280.838867
	Iteration 111Q: 3 clusters Score -5320206 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27998 members 
Mstep: Class 2 contains 14062 members 
Entering Unmasked Estep 
Score: -5320206.500000 Penalty: 5280.838867
	Iteration 112Q: 3 clusters Score -5320206 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28017 members 
Mstep: Class 2 contains 14043 members 
Entering Unmasked Estep 
Score: -5320207.500000 Penalty: 5280.838867
	Iteration 113Q: 3 clusters Score -5320208 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28049 members 
Mstep: Class 2 contains 14011 members 
Entering Unmasked Estep 
Score: -5320204.500000 Penalty: 5280.838867
	Iteration 114Q: 3 clusters Score -5320204 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28087 members 
Mstep: Class 2 contains 13973 members 
Entering Unmasked Estep 
Score: -5320210.000000 Penalty: 5280.838867
	Iteration 115Q: 3 clusters Score -5320210 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28117 members 
Mstep: Class 2 contains 13943 members 
Entering Unmasked Estep 
Score: -5320210.500000 Penalty: 5280.838867
	Iteration 116Q: 3 clusters Score -5320210 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28143 members 
Mstep: Class 2 contains 13917 members 
Entering Unmasked Estep 
Score: -5320213.000000 Penalty: 5280.838867
	Iteration 117Q: 3 clusters Score -5320213 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28169 members 
Mstep: Class 2 contains 13891 members 
Entering Unmasked Estep 
Score: -5320223.000000 Penalty: 5280.838867
	Iteration 118Q: 3 clusters Score -5320223 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28200 members 
Mstep: Class 2 contains 13860 members 
Entering Unmasked Estep 
Score: -5320226.000000 Penalty: 5280.838867
	Iteration 119Q: 3 clusters Score -5320226 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28220 members 
Mstep: Class 2 contains 13840 members 
Entering Unmasked Estep 
Score: -5320219.000000 Penalty: 5280.838867
	Iteration 120F: 3 clusters Score -5320219 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28232 members 
Mstep: Class 2 contains 13828 members 
Entering Unmasked Estep 
Score: -5320227.500000 Penalty: 5280.838867
	Iteration 121Q: 3 clusters Score -5320228 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28242 members 
Mstep: Class 2 contains 13818 members 
Entering Unmasked Estep 
Score: -5320225.000000 Penalty: 5280.838867
	Iteration 122Q: 3 clusters Score -5320225 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28249 members 
Mstep: Class 2 contains 13811 members 
Entering Unmasked Estep 
Score: -5320230.000000 Penalty: 5280.838867
	Iteration 123Q: 3 clusters Score -5320230 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28255 members 
Mstep: Class 2 contains 13805 members 
Entering Unmasked Estep 
Score: -5320233.000000 Penalty: 5280.838867
	Iteration 124Q: 3 clusters Score -5320233 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28259 members 
Mstep: Class 2 contains 13801 members 
Entering Unmasked Estep 
Score: -5320232.000000 Penalty: 5280.838867
	Iteration 125Q: 3 clusters Score -5320232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28262 members 
Mstep: Class 2 contains 13798 members 
Entering Unmasked Estep 
Score: -5320225.500000 Penalty: 5280.838867
	Iteration 126Q: 3 clusters Score -5320226 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28266 members 
Mstep: Class 2 contains 13794 members 
Entering Unmasked Estep 
Score: -5320231.500000 Penalty: 5280.838867
	Iteration 127Q: 3 clusters Score -5320232 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28272 members 
Mstep: Class 2 contains 13788 members 
Entering Unmasked Estep 
Score: -5320225.500000 Penalty: 5280.838867
	Iteration 128Q: 3 clusters Score -5320226 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28276 members 
Mstep: Class 2 contains 13784 members 
Entering Unmasked Estep 
Score: -5320226.500000 Penalty: 5280.838867
	Iteration 129Q: 3 clusters Score -5320226 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28280 members 
Mstep: Class 2 contains 13780 members 
Entering Unmasked Estep 
Score: -5320230.000000 Penalty: 5280.838867
	Iteration 130Q: 3 clusters Score -5320230 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28283 members 
Mstep: Class 2 contains 13777 members 
Entering Unmasked Estep 
Score: -5320221.500000 Penalty: 5280.838867
	Iteration 131Q: 3 clusters Score -5320222 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28286 members 
Mstep: Class 2 contains 13774 members 
Entering Unmasked Estep 
Score: -5320224.000000 Penalty: 5280.838867
	Iteration 132Q: 3 clusters Score -5320224 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28291 members 
Mstep: Class 2 contains 13769 members 
Entering Unmasked Estep 
Score: -5320220.000000 Penalty: 5280.838867
	Iteration 133Q: 3 clusters Score -5320220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28291 members 
Mstep: Class 2 contains 13769 members 
Entering Unmasked Estep 
Score: -5320221.500000 Penalty: 5280.838867
	Iteration 134Q: 3 clusters Score -5320222 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28291 members 
Mstep: Class 2 contains 13769 members 
Entering Unmasked Estep 
Score: -5320221.500000 Penalty: 5280.838867
	Iteration 135F: 3 clusters Score -5320222 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 23711 members 
Mstep: Class 2 contains 6711 members 
Mstep: Class 3 contains 1099 members 
Mstep: Class 4 contains 224599 members 
Mstep: Class 5 contains 4151 members 
Mstep: Class 6 contains 2448 members 
Mstep: Class 7 contains 9641 members 
Mstep: Class 8 contains 13365 members 
Mstep: Class 9 contains 7626 members 
Mstep: Class 10 contains 27441 members 
Mstep: Class 11 contains 11153 members 
Mstep: Class 12 contains 662 members 
Mstep: Class 13 contains 2640 members 
Mstep: Class 14 contains 36724 members 
Mstep: Class 15 contains 185063 members 
Mstep: Class 16 contains 23459 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 18727 members 
Mstep: Class 19 contains 164728 members 
Mstep: Class 20 contains 57347 members 
Mstep: Class 21 contains 2444 members 
Mstep: Class 22 contains 1286 members 
Mstep: Class 23 contains 4453 members 
Mstep: Class 24 contains 1944 members 
Mstep: Class 25 contains 44502 members 
Mstep: Class 26 contains 60024 members 
Mstep: Class 27 contains 28291 members 
Mstep: Class 28 contains 1632 members 
Mstep: Class 29 contains 44998 members 
Mstep: Class 30 contains 12177 members 
Mstep: Class 31 contains 5574 members 
Mstep: Class 32 contains 493 members 
Mstep: Class 33 contains 8677 members 
Mstep: Class 34 contains 849 members 
Mstep: Class 35 contains 3432 members 
Mstep: Class 36 contains 8026 members 
Mstep: Class 37 contains 4211 members 
Mstep: Class 38 contains 1006 members 
Mstep: Class 39 contains 4894 members 
Mstep: Class 40 contains 18160 members 
Mstep: Class 41 contains 414 members 
Mstep: Class 42 contains 4486 members 
Mstep: Class 43 contains 3402 members 
Mstep: Class 44 contains 7400 members 
Mstep: Class 45 contains 19567 members 
Mstep: Class 46 contains 13845 members 
Mstep: Class 47 contains 1044 members 
Mstep: Class 48 contains 8323 members 
Mstep: Class 49 contains 27708 members 
Mstep: Class 50 contains 280 members 
Mstep: Class 51 contains 1003 members 
Mstep: Class 52 contains 526 members 
Mstep: Class 53 contains 3171 members 
Mstep: Class 54 contains 1522 members 
Mstep: Class 55 contains 2835 members 
Mstep: Class 56 contains 13769 members 
Entering Unmasked Estep 
Score: -147501504.000000 Penalty: 194265.218750
Splitting cluster 27 changes total score from -147500400.000000 to -147501504.000000
So it's getting split into cluster 56.
Entering ConstructFrom: 
Trying to split cluster 28 (1632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Entering Unmasked Estep 
Score: -221817.328125 Penalty: 1834.595215
	Iteration 0F: 2 clusters Score -221817.3 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 819 members 
Entering Unmasked Estep 
Score: -219686.890625 Penalty: 3669.190430
	Iteration 0F: 3 clusters Score -219686.9 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -221964.328125 Penalty: 3669.190430
	Iteration 1F: 3 clusters Score -221964.3 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -223999.781250 Penalty: 3669.190430
	Iteration 2F: 3 clusters Score -223999.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -224638.015625 Penalty: 3669.190430
	Iteration 3F: 3 clusters Score -224638 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -224862.250000 Penalty: 3669.190430
	Iteration 4Q: 3 clusters Score -224862.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -225191.421875 Penalty: 3669.190430
	Iteration 5Q: 3 clusters Score -225191.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -225631.687500 Penalty: 3669.190430
	Iteration 6Q: 3 clusters Score -225631.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -226129.843750 Penalty: 3669.190430
	Iteration 7Q: 3 clusters Score -226129.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -226456.265625 Penalty: 3669.190430
	Iteration 8Q: 3 clusters Score -226456.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -227348.859375 Penalty: 3669.190430
	Iteration 9Q: 3 clusters Score -227348.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -227481.562500 Penalty: 3669.190430
	Iteration 10Q: 3 clusters Score -227481.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -227612.734375 Penalty: 3669.190430
	Iteration 11Q: 3 clusters Score -227612.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -227710.046875 Penalty: 3669.190430
	Iteration 12Q: 3 clusters Score -227710 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -227828.078125 Penalty: 3669.190430
	Iteration 13Q: 3 clusters Score -227828.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -227931.234375 Penalty: 3669.190430
	Iteration 14Q: 3 clusters Score -227931.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -228092.109375 Penalty: 3669.190430
	Iteration 15Q: 3 clusters Score -228092.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -228364.421875 Penalty: 3669.190430
	Iteration 16Q: 3 clusters Score -228364.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -228627.703125 Penalty: 3669.190430
	Iteration 17Q: 3 clusters Score -228627.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -228701.515625 Penalty: 3669.190430
	Iteration 18Q: 3 clusters Score -228701.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -228701.984375 Penalty: 3669.190430
	Iteration 19F: 3 clusters Score -228702 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -228702.515625 Penalty: 3669.190430
	Iteration 20F: 3 clusters Score -228702.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 23711 members 
Mstep: Class 2 contains 6711 members 
Mstep: Class 3 contains 1099 members 
Mstep: Class 4 contains 224599 members 
Mstep: Class 5 contains 4151 members 
Mstep: Class 6 contains 2448 members 
Mstep: Class 7 contains 9641 members 
Mstep: Class 8 contains 13365 members 
Mstep: Class 9 contains 7626 members 
Mstep: Class 10 contains 27441 members 
Mstep: Class 11 contains 11153 members 
Mstep: Class 12 contains 662 members 
Mstep: Class 13 contains 2640 members 
Mstep: Class 14 contains 36724 members 
Mstep: Class 15 contains 185063 members 
Mstep: Class 16 contains 23459 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 18727 members 
Mstep: Class 19 contains 164728 members 
Mstep: Class 20 contains 57347 members 
Mstep: Class 21 contains 2444 members 
Mstep: Class 22 contains 1286 members 
Mstep: Class 23 contains 4453 members 
Mstep: Class 24 contains 1944 members 
Mstep: Class 25 contains 44502 members 
Mstep: Class 26 contains 60024 members 
Mstep: Class 27 contains 28291 members 
Mstep: Class 28 contains 1039 members 
Mstep: Class 29 contains 44998 members 
Mstep: Class 30 contains 12177 members 
Mstep: Class 31 contains 5574 members 
Mstep: Class 32 contains 493 members 
Mstep: Class 33 contains 8677 members 
Mstep: Class 34 contains 849 members 
Mstep: Class 35 contains 3432 members 
Mstep: Class 36 contains 8026 members 
Mstep: Class 37 contains 4211 members 
Mstep: Class 38 contains 1006 members 
Mstep: Class 39 contains 4894 members 
Mstep: Class 40 contains 18160 members 
Mstep: Class 41 contains 414 members 
Mstep: Class 42 contains 4486 members 
Mstep: Class 43 contains 3402 members 
Mstep: Class 44 contains 7400 members 
Mstep: Class 45 contains 19567 members 
Mstep: Class 46 contains 13845 members 
Mstep: Class 47 contains 1044 members 
Mstep: Class 48 contains 8323 members 
Mstep: Class 49 contains 27708 members 
Mstep: Class 50 contains 280 members 
Mstep: Class 51 contains 1003 members 
Mstep: Class 52 contains 526 members 
Mstep: Class 53 contains 3171 members 
Mstep: Class 54 contains 1522 members 
Mstep: Class 55 contains 2835 members 
Mstep: Class 56 contains 13769 members 
Mstep: Class 57 contains 593 members 
Entering Unmasked Estep 
Score: -147506384.000000 Penalty: 197734.250000
Splitting cluster 28 changes total score from -147500400.000000 to -147506384.000000
So it's getting split into cluster 57.
Entering ConstructFrom: 
Trying to split cluster 29 (44998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44998 members 
Entering Unmasked Estep 
Score: -5685489.000000 Penalty: 2657.164551
	Iteration 0F: 2 clusters Score -5685489 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22495 members 
Mstep: Class 2 contains 22503 members 
Entering Unmasked Estep 
Score: -5655188.500000 Penalty: 5314.329102
	Iteration 0F: 3 clusters Score -5655188 nChanged 20705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22664 members 
Mstep: Class 2 contains 22334 members 
Entering Unmasked Estep 
Score: -5666622.500000 Penalty: 5314.329102
	Iteration 1F: 3 clusters Score -5666622 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22670 members 
Mstep: Class 2 contains 22328 members 
Entering Unmasked Estep 
Score: -5667287.000000 Penalty: 5314.329102
	Iteration 2Q: 3 clusters Score -5667287 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22594 members 
Mstep: Class 2 contains 22404 members 
Entering Unmasked Estep 
Score: -5668054.000000 Penalty: 5314.329102
	Iteration 3Q: 3 clusters Score -5668054 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22312 members 
Mstep: Class 2 contains 22686 members 
Entering Unmasked Estep 
Score: -5668969.000000 Penalty: 5314.329102
	Iteration 4Q: 3 clusters Score -5668969 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21774 members 
Mstep: Class 2 contains 23224 members 
Entering Unmasked Estep 
Score: -5670157.500000 Penalty: 5314.329102
	Iteration 5F: 3 clusters Score -5670158 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20883 members 
Mstep: Class 2 contains 24115 members 
Entering Unmasked Estep 
Score: -5671416.000000 Penalty: 5314.329102
	Iteration 6F: 3 clusters Score -5671416 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19742 members 
Mstep: Class 2 contains 25256 members 
Entering Unmasked Estep 
Score: -5672716.000000 Penalty: 5314.329102
	Iteration 7F: 3 clusters Score -5672716 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18359 members 
Mstep: Class 2 contains 26639 members 
Entering Unmasked Estep 
Score: -5673987.000000 Penalty: 5314.329102
	Iteration 8F: 3 clusters Score -5673987 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16906 members 
Mstep: Class 2 contains 28092 members 
Entering Unmasked Estep 
Score: -5675089.000000 Penalty: 5314.329102
	Iteration 9F: 3 clusters Score -5675089 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15423 members 
Mstep: Class 2 contains 29575 members 
Entering Unmasked Estep 
Score: -5676045.500000 Penalty: 5314.329102
	Iteration 10Q: 3 clusters Score -5676046 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13977 members 
Mstep: Class 2 contains 31021 members 
Entering Unmasked Estep 
Score: -5676910.000000 Penalty: 5314.329102
	Iteration 11Q: 3 clusters Score -5676910 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12528 members 
Mstep: Class 2 contains 32470 members 
Entering Unmasked Estep 
Score: -5677775.500000 Penalty: 5314.329102
	Iteration 12Q: 3 clusters Score -5677776 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11131 members 
Mstep: Class 2 contains 33867 members 
Entering Unmasked Estep 
Score: -5678541.500000 Penalty: 5314.329102
	Iteration 13Q: 3 clusters Score -5678542 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 35230 members 
Entering Unmasked Estep 
Score: -5679357.000000 Penalty: 5314.329102
	Iteration 14Q: 3 clusters Score -5679357 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 36504 members 
Entering Unmasked Estep 
Score: -5680231.000000 Penalty: 5314.329102
	Iteration 15Q: 3 clusters Score -5680231 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 37664 members 
Entering Unmasked Estep 
Score: -5681080.500000 Penalty: 5314.329102
	Iteration 16Q: 3 clusters Score -5681080 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 38635 members 
Entering Unmasked Estep 
Score: -5681813.500000 Penalty: 5314.329102
	Iteration 17Q: 3 clusters Score -5681814 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 39439 members 
Entering Unmasked Estep 
Score: -5682428.000000 Penalty: 5314.329102
	Iteration 18Q: 3 clusters Score -5682428 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 40070 members 
Entering Unmasked Estep 
Score: -5682821.000000 Penalty: 5314.329102
	Iteration 19Q: 3 clusters Score -5682821 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 40607 members 
Entering Unmasked Estep 
Score: -5683159.000000 Penalty: 5314.329102
	Iteration 20F: 3 clusters Score -5683159 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 41074 members 
Entering Unmasked Estep 
Score: -5683521.500000 Penalty: 5314.329102
	Iteration 21Q: 3 clusters Score -5683522 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 41479 members 
Entering Unmasked Estep 
Score: -5683751.000000 Penalty: 5314.329102
	Iteration 22Q: 3 clusters Score -5683751 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 41833 members 
Entering Unmasked Estep 
Score: -5683991.000000 Penalty: 5314.329102
	Iteration 23Q: 3 clusters Score -5683991 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 42129 members 
Entering Unmasked Estep 
Score: -5684219.500000 Penalty: 5314.329102
	Iteration 24Q: 3 clusters Score -5684220 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 42399 members 
Entering Unmasked Estep 
Score: -5684435.000000 Penalty: 5314.329102
	Iteration 25Q: 3 clusters Score -5684435 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 42595 members 
Entering Unmasked Estep 
Score: -5684583.500000 Penalty: 5314.329102
	Iteration 26Q: 3 clusters Score -5684584 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 42763 members 
Entering Unmasked Estep 
Score: -5684741.000000 Penalty: 5314.329102
	Iteration 27Q: 3 clusters Score -5684741 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 42894 members 
Entering Unmasked Estep 
Score: -5684876.000000 Penalty: 5314.329102
	Iteration 28Q: 3 clusters Score -5684876 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 42986 members 
Entering Unmasked Estep 
Score: -5684949.000000 Penalty: 5314.329102
	Iteration 29Q: 3 clusters Score -5684949 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 43062 members 
Entering Unmasked Estep 
Score: -5685013.000000 Penalty: 5314.329102
	Iteration 30Q: 3 clusters Score -5685013 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 43133 members 
Entering Unmasked Estep 
Score: -5685061.500000 Penalty: 5314.329102
	Iteration 31Q: 3 clusters Score -5685062 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 43184 members 
Entering Unmasked Estep 
Score: -5685108.500000 Penalty: 5314.329102
	Iteration 32Q: 3 clusters Score -5685108 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 43239 members 
Entering Unmasked Estep 
Score: -5685133.000000 Penalty: 5314.329102
	Iteration 33Q: 3 clusters Score -5685133 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 43280 members 
Entering Unmasked Estep 
Score: -5685142.000000 Penalty: 5314.329102
	Iteration 34Q: 3 clusters Score -5685142 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 43309 members 
Entering Unmasked Estep 
Score: -5685157.500000 Penalty: 5314.329102
	Iteration 35Q: 3 clusters Score -5685158 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 43326 members 
Entering Unmasked Estep 
Score: -5685166.500000 Penalty: 5314.329102
	Iteration 36Q: 3 clusters Score -5685166 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 43336 members 
Entering Unmasked Estep 
Score: -5685182.000000 Penalty: 5314.329102
	Iteration 37Q: 3 clusters Score -5685182 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 43351 members 
Entering Unmasked Estep 
Score: -5685189.000000 Penalty: 5314.329102
	Iteration 38Q: 3 clusters Score -5685189 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 43363 members 
Entering Unmasked Estep 
Score: -5685194.500000 Penalty: 5314.329102
	Iteration 39Q: 3 clusters Score -5685194 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 43371 members 
Entering Unmasked Estep 
Score: -5685201.000000 Penalty: 5314.329102
	Iteration 40F: 3 clusters Score -5685201 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 43381 members 
Entering Unmasked Estep 
Score: -5685205.000000 Penalty: 5314.329102
	Iteration 41Q: 3 clusters Score -5685205 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 43385 members 
Entering Unmasked Estep 
Score: -5685208.000000 Penalty: 5314.329102
	Iteration 42Q: 3 clusters Score -5685208 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 43389 members 
Entering Unmasked Estep 
Score: -5685210.000000 Penalty: 5314.329102
	Iteration 43Q: 3 clusters Score -5685210 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 43394 members 
Entering Unmasked Estep 
Score: -5685212.500000 Penalty: 5314.329102
	Iteration 44Q: 3 clusters Score -5685212 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 43398 members 
Entering Unmasked Estep 
Score: -5685211.000000 Penalty: 5314.329102
	Iteration 45Q: 3 clusters Score -5685211 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 43400 members 
Entering Unmasked Estep 
Score: -5685208.500000 Penalty: 5314.329102
	Iteration 46Q: 3 clusters Score -5685208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 43402 members 
Entering Unmasked Estep 
Score: -5685208.000000 Penalty: 5314.329102
	Iteration 47Q: 3 clusters Score -5685208 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 43402 members 
Entering Unmasked Estep 
Score: -5685208.000000 Penalty: 5314.329102
	Iteration 48F: 3 clusters Score -5685208 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (12177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12177 members 
Entering Unmasked Estep 
Score: -1524852.625000 Penalty: 2333.011230
	Iteration 0F: 2 clusters Score -1524853 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -1515881.625000 Penalty: 4666.022461
	Iteration 0F: 3 clusters Score -1515882 nChanged 5122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -1518609.000000 Penalty: 4666.022461
	Iteration 1F: 3 clusters Score -1518609 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -1518981.250000 Penalty: 4666.022461
	Iteration 2F: 3 clusters Score -1518981 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -1519274.750000 Penalty: 4666.022461
	Iteration 3F: 3 clusters Score -1519275 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -1519532.875000 Penalty: 4666.022461
	Iteration 4Q: 3 clusters Score -1519533 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -1519757.250000 Penalty: 4666.022461
	Iteration 5Q: 3 clusters Score -1519757 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -1519993.000000 Penalty: 4666.022461
	Iteration 6Q: 3 clusters Score -1519993 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -1520255.375000 Penalty: 4666.022461
	Iteration 7Q: 3 clusters Score -1520255 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -1520599.375000 Penalty: 4666.022461
	Iteration 8Q: 3 clusters Score -1520599 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -1521015.000000 Penalty: 4666.022461
	Iteration 9Q: 3 clusters Score -1521015 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8411 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -1521507.750000 Penalty: 4666.022461
	Iteration 10Q: 3 clusters Score -1521508 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -1521957.000000 Penalty: 4666.022461
	Iteration 11Q: 3 clusters Score -1521957 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -1522321.875000 Penalty: 4666.022461
	Iteration 12Q: 3 clusters Score -1522322 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -1522562.500000 Penalty: 4666.022461
	Iteration 13Q: 3 clusters Score -1522562 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -1522722.125000 Penalty: 4666.022461
	Iteration 14Q: 3 clusters Score -1522722 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9114 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -1522818.625000 Penalty: 4666.022461
	Iteration 15Q: 3 clusters Score -1522819 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -1522882.000000 Penalty: 4666.022461
	Iteration 16Q: 3 clusters Score -1522882 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -1522918.250000 Penalty: 4666.022461
	Iteration 17Q: 3 clusters Score -1522918 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -1522942.375000 Penalty: 4666.022461
	Iteration 18Q: 3 clusters Score -1522942 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -1522953.125000 Penalty: 4666.022461
	Iteration 19Q: 3 clusters Score -1522953 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -1522966.250000 Penalty: 4666.022461
	Iteration 20F: 3 clusters Score -1522966 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -1522980.125000 Penalty: 4666.022461
	Iteration 21Q: 3 clusters Score -1522980 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -1522986.250000 Penalty: 4666.022461
	Iteration 22Q: 3 clusters Score -1522986 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9124 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -1522992.625000 Penalty: 4666.022461
	Iteration 23Q: 3 clusters Score -1522993 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -1523000.875000 Penalty: 4666.022461
	Iteration 24Q: 3 clusters Score -1523001 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -1523002.750000 Penalty: 4666.022461
	Iteration 25Q: 3 clusters Score -1523003 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -1523013.875000 Penalty: 4666.022461
	Iteration 26Q: 3 clusters Score -1523014 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -1523014.875000 Penalty: 4666.022461
	Iteration 27Q: 3 clusters Score -1523015 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -1523019.250000 Penalty: 4666.022461
	Iteration 28Q: 3 clusters Score -1523019 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -1523024.750000 Penalty: 4666.022461
	Iteration 29Q: 3 clusters Score -1523025 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9106 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -1523029.500000 Penalty: 4666.022461
	Iteration 30Q: 3 clusters Score -1523030 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -1523029.875000 Penalty: 4666.022461
	Iteration 31Q: 3 clusters Score -1523030 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -1523033.375000 Penalty: 4666.022461
	Iteration 32Q: 3 clusters Score -1523033 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -1523036.750000 Penalty: 4666.022461
	Iteration 33Q: 3 clusters Score -1523037 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -1523035.375000 Penalty: 4666.022461
	Iteration 34Q: 3 clusters Score -1523035 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -1523040.250000 Penalty: 4666.022461
	Iteration 35Q: 3 clusters Score -1523040 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -1523042.375000 Penalty: 4666.022461
	Iteration 36Q: 3 clusters Score -1523042 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -1523044.875000 Penalty: 4666.022461
	Iteration 37Q: 3 clusters Score -1523045 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -1523048.625000 Penalty: 4666.022461
	Iteration 38Q: 3 clusters Score -1523049 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -1523054.375000 Penalty: 4666.022461
	Iteration 39Q: 3 clusters Score -1523054 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -1523062.875000 Penalty: 4666.022461
	Iteration 40F: 3 clusters Score -1523063 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -1523063.000000 Penalty: 4666.022461
	Iteration 41Q: 3 clusters Score -1523063 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -1523064.875000 Penalty: 4666.022461
	Iteration 42Q: 3 clusters Score -1523065 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -1523071.125000 Penalty: 4666.022461
	Iteration 43Q: 3 clusters Score -1523071 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -1523074.625000 Penalty: 4666.022461
	Iteration 44Q: 3 clusters Score -1523075 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -1523076.750000 Penalty: 4666.022461
	Iteration 45Q: 3 clusters Score -1523077 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -1523082.500000 Penalty: 4666.022461
	Iteration 46Q: 3 clusters Score -1523082 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9114 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -1523083.875000 Penalty: 4666.022461
	Iteration 47Q: 3 clusters Score -1523084 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -1523088.875000 Penalty: 4666.022461
	Iteration 48Q: 3 clusters Score -1523089 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -1523094.125000 Penalty: 4666.022461
	Iteration 49Q: 3 clusters Score -1523094 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -1523099.125000 Penalty: 4666.022461
	Iteration 50Q: 3 clusters Score -1523099 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9132 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -1523107.125000 Penalty: 4666.022461
	Iteration 51Q: 3 clusters Score -1523107 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -1523109.625000 Penalty: 4666.022461
	Iteration 52Q: 3 clusters Score -1523110 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9144 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -1523118.875000 Penalty: 4666.022461
	Iteration 53Q: 3 clusters Score -1523119 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -1523116.125000 Penalty: 4666.022461
	Iteration 54Q: 3 clusters Score -1523116 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -1523120.875000 Penalty: 4666.022461
	Iteration 55Q: 3 clusters Score -1523121 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -1523123.250000 Penalty: 4666.022461
	Iteration 56Q: 3 clusters Score -1523123 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -1523129.750000 Penalty: 4666.022461
	Iteration 57Q: 3 clusters Score -1523130 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -1523136.500000 Penalty: 4666.022461
	Iteration 58Q: 3 clusters Score -1523136 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -1523137.375000 Penalty: 4666.022461
	Iteration 59Q: 3 clusters Score -1523137 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -1523140.375000 Penalty: 4666.022461
	Iteration 60F: 3 clusters Score -1523140 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -1523141.375000 Penalty: 4666.022461
	Iteration 61Q: 3 clusters Score -1523141 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -1523149.250000 Penalty: 4666.022461
	Iteration 62Q: 3 clusters Score -1523149 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -1523152.750000 Penalty: 4666.022461
	Iteration 63Q: 3 clusters Score -1523153 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -1523153.250000 Penalty: 4666.022461
	Iteration 64Q: 3 clusters Score -1523153 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -1523155.750000 Penalty: 4666.022461
	Iteration 65Q: 3 clusters Score -1523156 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9213 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -1523154.875000 Penalty: 4666.022461
	Iteration 66Q: 3 clusters Score -1523155 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -1523155.875000 Penalty: 4666.022461
	Iteration 67Q: 3 clusters Score -1523156 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -1523156.000000 Penalty: 4666.022461
	Iteration 68Q: 3 clusters Score -1523156 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -1523154.375000 Penalty: 4666.022461
	Iteration 69Q: 3 clusters Score -1523154 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -1523160.250000 Penalty: 4666.022461
	Iteration 70Q: 3 clusters Score -1523160 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -1523160.125000 Penalty: 4666.022461
	Iteration 71Q: 3 clusters Score -1523160 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -1523158.875000 Penalty: 4666.022461
	Iteration 72Q: 3 clusters Score -1523159 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -1523159.375000 Penalty: 4666.022461
	Iteration 73Q: 3 clusters Score -1523159 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9222 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -1523159.500000 Penalty: 4666.022461
	Iteration 74Q: 3 clusters Score -1523160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -1523162.750000 Penalty: 4666.022461
	Iteration 75Q: 3 clusters Score -1523163 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -1523163.875000 Penalty: 4666.022461
	Iteration 76Q: 3 clusters Score -1523164 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -1523163.875000 Penalty: 4666.022461
	Iteration 77F: 3 clusters Score -1523164 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (5574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Entering Unmasked Estep 
Score: -721303.500000 Penalty: 2139.215332
	Iteration 0F: 2 clusters Score -721303.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -716451.062500 Penalty: 4278.430664
	Iteration 0F: 3 clusters Score -716451.1 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -717570.437500 Penalty: 4278.430664
	Iteration 1F: 3 clusters Score -717570.4 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -717810.375000 Penalty: 4278.430664
	Iteration 2F: 3 clusters Score -717810.4 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -718003.625000 Penalty: 4278.430664
	Iteration 3F: 3 clusters Score -718003.6 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -718191.812500 Penalty: 4278.430664
	Iteration 4Q: 3 clusters Score -718191.8 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -718376.187500 Penalty: 4278.430664
	Iteration 5Q: 3 clusters Score -718376.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -718541.187500 Penalty: 4278.430664
	Iteration 6Q: 3 clusters Score -718541.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -718705.187500 Penalty: 4278.430664
	Iteration 7Q: 3 clusters Score -718705.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -718869.562500 Penalty: 4278.430664
	Iteration 8Q: 3 clusters Score -718869.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -719087.812500 Penalty: 4278.430664
	Iteration 9Q: 3 clusters Score -719087.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -719336.750000 Penalty: 4278.430664
	Iteration 10Q: 3 clusters Score -719336.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -719582.937500 Penalty: 4278.430664
	Iteration 11Q: 3 clusters Score -719582.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -719813.187500 Penalty: 4278.430664
	Iteration 12Q: 3 clusters Score -719813.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -720014.062500 Penalty: 4278.430664
	Iteration 13Q: 3 clusters Score -720014.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -720133.812500 Penalty: 4278.430664
	Iteration 14Q: 3 clusters Score -720133.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -720202.187500 Penalty: 4278.430664
	Iteration 15Q: 3 clusters Score -720202.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -720230.625000 Penalty: 4278.430664
	Iteration 16Q: 3 clusters Score -720230.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -720243.000000 Penalty: 4278.430664
	Iteration 17Q: 3 clusters Score -720243 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -720251.875000 Penalty: 4278.430664
	Iteration 18Q: 3 clusters Score -720251.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -720257.000000 Penalty: 4278.430664
	Iteration 19Q: 3 clusters Score -720257 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -720262.812500 Penalty: 4278.430664
	Iteration 20F: 3 clusters Score -720262.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -720266.312500 Penalty: 4278.430664
	Iteration 21Q: 3 clusters Score -720266.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -720267.187500 Penalty: 4278.430664
	Iteration 22Q: 3 clusters Score -720267.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -720267.875000 Penalty: 4278.430664
	Iteration 23Q: 3 clusters Score -720267.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -720268.062500 Penalty: 4278.430664
	Iteration 24Q: 3 clusters Score -720268.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -720268.062500 Penalty: 4278.430664
	Iteration 25F: 3 clusters Score -720268.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (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: -30388.972656 Penalty: 1537.726196
	Iteration 0F: 2 clusters Score -30388.97 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 243 members 
Entering Unmasked Estep 
Score: -29264.019531 Penalty: 3075.452393
	Iteration 0F: 3 clusters Score -29264.02 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -29658.123047 Penalty: 3075.452393
	Iteration 1F: 3 clusters Score -29658.12 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -29887.425781 Penalty: 3075.452393
	Iteration 2F: 3 clusters Score -29887.43 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -30020.820312 Penalty: 3075.452393
	Iteration 3Q: 3 clusters Score -30020.82 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -30052.619141 Penalty: 3075.452393
	Iteration 4Q: 3 clusters Score -30052.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -30159.093750 Penalty: 3075.452393
	Iteration 5Q: 3 clusters Score -30159.09 nChanged 13
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: -30202.457031 Penalty: 3075.452393
	Iteration 6Q: 3 clusters Score -30202.46 nChanged 3
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: -30215.232422 Penalty: 3075.452393
	Iteration 7Q: 3 clusters Score -30215.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -30227.591797 Penalty: 3075.452393
	Iteration 8Q: 3 clusters Score -30227.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -30255.199219 Penalty: 3075.452393
	Iteration 9Q: 3 clusters Score -30255.2 nChanged 3
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: -30269.566406 Penalty: 3075.452393
	Iteration 10Q: 3 clusters Score -30269.57 nChanged 0
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: -30269.566406 Penalty: 3075.452393
	Iteration 11F: 3 clusters Score -30269.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (8677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Entering Unmasked Estep 
Score: -1071415.750000 Penalty: 2248.970947
	Iteration 0F: 2 clusters Score -1071416 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -1064555.375000 Penalty: 4497.941895
	Iteration 0F: 3 clusters Score -1064555 nChanged 3576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -1066661.250000 Penalty: 4497.941895
	Iteration 1F: 3 clusters Score -1066661 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -1067328.500000 Penalty: 4497.941895
	Iteration 2F: 3 clusters Score -1067328 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -1068148.250000 Penalty: 4497.941895
	Iteration 3F: 3 clusters Score -1068148 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -1069056.625000 Penalty: 4497.941895
	Iteration 4F: 3 clusters Score -1069057 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -1069657.750000 Penalty: 4497.941895
	Iteration 5F: 3 clusters Score -1069658 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -1069961.500000 Penalty: 4497.941895
	Iteration 6F: 3 clusters Score -1069962 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -1070121.500000 Penalty: 4497.941895
	Iteration 7Q: 3 clusters Score -1070122 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -1070208.750000 Penalty: 4497.941895
	Iteration 8Q: 3 clusters Score -1070209 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -1070260.000000 Penalty: 4497.941895
	Iteration 9Q: 3 clusters Score -1070260 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -1070292.125000 Penalty: 4497.941895
	Iteration 10Q: 3 clusters Score -1070292 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -1070307.000000 Penalty: 4497.941895
	Iteration 11Q: 3 clusters Score -1070307 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -1070316.875000 Penalty: 4497.941895
	Iteration 12Q: 3 clusters Score -1070317 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -1070322.500000 Penalty: 4497.941895
	Iteration 13Q: 3 clusters Score -1070322 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -1070329.000000 Penalty: 4497.941895
	Iteration 14Q: 3 clusters Score -1070329 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -1070333.125000 Penalty: 4497.941895
	Iteration 15Q: 3 clusters Score -1070333 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -1070334.875000 Penalty: 4497.941895
	Iteration 16Q: 3 clusters Score -1070335 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -1070338.500000 Penalty: 4497.941895
	Iteration 17Q: 3 clusters Score -1070338 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -1070344.000000 Penalty: 4497.941895
	Iteration 18Q: 3 clusters Score -1070344 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -1070344.000000 Penalty: 4497.941895
	Iteration 19Q: 3 clusters Score -1070344 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -1070343.500000 Penalty: 4497.941895
	Iteration 20F: 3 clusters Score -1070344 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -1070342.375000 Penalty: 4497.941895
	Iteration 21Q: 3 clusters Score -1070342 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -1070344.625000 Penalty: 4497.941895
	Iteration 22Q: 3 clusters Score -1070345 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -1070345.250000 Penalty: 4497.941895
	Iteration 23Q: 3 clusters Score -1070345 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -1070346.125000 Penalty: 4497.941895
	Iteration 24Q: 3 clusters Score -1070346 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -1070346.500000 Penalty: 4497.941895
	Iteration 25Q: 3 clusters Score -1070346 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -1070346.250000 Penalty: 4497.941895
	Iteration 26Q: 3 clusters Score -1070346 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -1070348.625000 Penalty: 4497.941895
	Iteration 27Q: 3 clusters Score -1070349 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -1070347.750000 Penalty: 4497.941895
	Iteration 28Q: 3 clusters Score -1070348 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -1070347.750000 Penalty: 4497.941895
	Iteration 29F: 3 clusters Score -1070348 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Entering Unmasked Estep 
Score: -115750.257812 Penalty: 1672.526611
	Iteration 0F: 2 clusters Score -115750.3 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 417 members 
Entering Unmasked Estep 
Score: -114181.835938 Penalty: 3345.053223
	Iteration 0F: 3 clusters Score -114181.8 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -115593.296875 Penalty: 3345.053223
	Iteration 1F: 3 clusters Score -115593.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -116343.242188 Penalty: 3345.053223
	Iteration 2F: 3 clusters Score -116343.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -116755.664062 Penalty: 3345.053223
	Iteration 3F: 3 clusters Score -116755.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -116875.804688 Penalty: 3345.053223
	Iteration 4Q: 3 clusters Score -116875.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -117099.796875 Penalty: 3345.053223
	Iteration 5Q: 3 clusters Score -117099.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -117175.484375 Penalty: 3345.053223
	Iteration 6Q: 3 clusters Score -117175.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -117193.125000 Penalty: 3345.053223
	Iteration 7Q: 3 clusters Score -117193.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -117203.234375 Penalty: 3345.053223
	Iteration 8Q: 3 clusters Score -117203.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -117228.132812 Penalty: 3345.053223
	Iteration 9Q: 3 clusters Score -117228.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -117265.679688 Penalty: 3345.053223
	Iteration 10Q: 3 clusters Score -117265.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -117299.570312 Penalty: 3345.053223
	Iteration 11Q: 3 clusters Score -117299.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -117299.570312 Penalty: 3345.053223
	Iteration 12F: 3 clusters Score -117299.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 23711 members 
Mstep: Class 2 contains 6711 members 
Mstep: Class 3 contains 1099 members 
Mstep: Class 4 contains 224599 members 
Mstep: Class 5 contains 4151 members 
Mstep: Class 6 contains 2448 members 
Mstep: Class 7 contains 9641 members 
Mstep: Class 8 contains 13365 members 
Mstep: Class 9 contains 7626 members 
Mstep: Class 10 contains 27441 members 
Mstep: Class 11 contains 11153 members 
Mstep: Class 12 contains 662 members 
Mstep: Class 13 contains 2640 members 
Mstep: Class 14 contains 36724 members 
Mstep: Class 15 contains 185063 members 
Mstep: Class 16 contains 23459 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 18727 members 
Mstep: Class 19 contains 164728 members 
Mstep: Class 20 contains 57347 members 
Mstep: Class 21 contains 2444 members 
Mstep: Class 22 contains 1286 members 
Mstep: Class 23 contains 4453 members 
Mstep: Class 24 contains 1944 members 
Mstep: Class 25 contains 44502 members 
Mstep: Class 26 contains 60024 members 
Mstep: Class 27 contains 28291 members 
Mstep: Class 28 contains 1039 members 
Mstep: Class 29 contains 44998 members 
Mstep: Class 30 contains 12177 members 
Mstep: Class 31 contains 5574 members 
Mstep: Class 32 contains 493 members 
Mstep: Class 33 contains 8677 members 
Mstep: Class 34 contains 457 members 
Mstep: Class 35 contains 3432 members 
Mstep: Class 36 contains 8026 members 
Mstep: Class 37 contains 4211 members 
Mstep: Class 38 contains 1006 members 
Mstep: Class 39 contains 4894 members 
Mstep: Class 40 contains 18160 members 
Mstep: Class 41 contains 414 members 
Mstep: Class 42 contains 4486 members 
Mstep: Class 43 contains 3402 members 
Mstep: Class 44 contains 7400 members 
Mstep: Class 45 contains 19567 members 
Mstep: Class 46 contains 13845 members 
Mstep: Class 47 contains 1044 members 
Mstep: Class 48 contains 8323 members 
Mstep: Class 49 contains 27708 members 
Mstep: Class 50 contains 280 members 
Mstep: Class 51 contains 1003 members 
Mstep: Class 52 contains 526 members 
Mstep: Class 53 contains 3171 members 
Mstep: Class 54 contains 1522 members 
Mstep: Class 55 contains 2835 members 
Mstep: Class 56 contains 13769 members 
Mstep: Class 57 contains 593 members 
Mstep: Class 58 contains 392 members 
Entering Unmasked Estep 
Score: -147506016.000000 Penalty: 201203.265625
Splitting cluster 34 changes total score from -147500400.000000 to -147506016.000000
So it's getting split into cluster 58.
Entering ConstructFrom: 
Trying to split cluster 35 (3432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Entering Unmasked Estep 
Score: -427863.656250 Penalty: 2018.942871
	Iteration 0F: 2 clusters Score -427863.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -424373.187500 Penalty: 4037.885742
	Iteration 0F: 3 clusters Score -424373.2 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -425163.562500 Penalty: 4037.885742
	Iteration 1F: 3 clusters Score -425163.6 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -425316.156250 Penalty: 4037.885742
	Iteration 2F: 3 clusters Score -425316.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -425426.812500 Penalty: 4037.885742
	Iteration 3Q: 3 clusters Score -425426.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -425508.750000 Penalty: 4037.885742
	Iteration 4Q: 3 clusters Score -425508.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -425586.781250 Penalty: 4037.885742
	Iteration 5Q: 3 clusters Score -425586.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -425663.437500 Penalty: 4037.885742
	Iteration 6Q: 3 clusters Score -425663.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -425743.281250 Penalty: 4037.885742
	Iteration 7Q: 3 clusters Score -425743.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -425819.156250 Penalty: 4037.885742
	Iteration 8Q: 3 clusters Score -425819.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -425880.156250 Penalty: 4037.885742
	Iteration 9Q: 3 clusters Score -425880.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -425938.156250 Penalty: 4037.885742
	Iteration 10Q: 3 clusters Score -425938.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -425981.343750 Penalty: 4037.885742
	Iteration 11Q: 3 clusters Score -425981.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -426021.218750 Penalty: 4037.885742
	Iteration 12Q: 3 clusters Score -426021.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -426066.375000 Penalty: 4037.885742
	Iteration 13Q: 3 clusters Score -426066.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -426102.031250 Penalty: 4037.885742
	Iteration 14Q: 3 clusters Score -426102 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -426130.812500 Penalty: 4037.885742
	Iteration 15Q: 3 clusters Score -426130.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -426157.250000 Penalty: 4037.885742
	Iteration 16Q: 3 clusters Score -426157.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -426175.875000 Penalty: 4037.885742
	Iteration 17Q: 3 clusters Score -426175.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -426186.687500 Penalty: 4037.885742
	Iteration 18Q: 3 clusters Score -426186.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -426195.375000 Penalty: 4037.885742
	Iteration 19Q: 3 clusters Score -426195.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -426206.406250 Penalty: 4037.885742
	Iteration 20F: 3 clusters Score -426206.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -426221.968750 Penalty: 4037.885742
	Iteration 21Q: 3 clusters Score -426222 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -426237.750000 Penalty: 4037.885742
	Iteration 22Q: 3 clusters Score -426237.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -426247.593750 Penalty: 4037.885742
	Iteration 23Q: 3 clusters Score -426247.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -426255.937500 Penalty: 4037.885742
	Iteration 24Q: 3 clusters Score -426255.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -426262.625000 Penalty: 4037.885742
	Iteration 25Q: 3 clusters Score -426262.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -426267.875000 Penalty: 4037.885742
	Iteration 26Q: 3 clusters Score -426267.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -426269.718750 Penalty: 4037.885742
	Iteration 27Q: 3 clusters Score -426269.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -426271.750000 Penalty: 4037.885742
	Iteration 28Q: 3 clusters Score -426271.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -426273.781250 Penalty: 4037.885742
	Iteration 29Q: 3 clusters Score -426273.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -426277.031250 Penalty: 4037.885742
	Iteration 30Q: 3 clusters Score -426277 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -426280.593750 Penalty: 4037.885742
	Iteration 31Q: 3 clusters Score -426280.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -426281.843750 Penalty: 4037.885742
	Iteration 32Q: 3 clusters Score -426281.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -426282.781250 Penalty: 4037.885742
	Iteration 33Q: 3 clusters Score -426282.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -426283.375000 Penalty: 4037.885742
	Iteration 34Q: 3 clusters Score -426283.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -426283.375000 Penalty: 4037.885742
	Iteration 35F: 3 clusters Score -426283.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (8026 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Entering Unmasked Estep 
Score: -904522.500000 Penalty: 2229.629395
	Iteration 0F: 2 clusters Score -904522.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -898163.500000 Penalty: 4459.258789
	Iteration 0F: 3 clusters Score -898163.5 nChanged 3205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -900030.062500 Penalty: 4459.258789
	Iteration 1F: 3 clusters Score -900030.1 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -900509.375000 Penalty: 4459.258789
	Iteration 2F: 3 clusters Score -900509.4 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -900908.062500 Penalty: 4459.258789
	Iteration 3F: 3 clusters Score -900908.1 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -901179.562500 Penalty: 4459.258789
	Iteration 4F: 3 clusters Score -901179.6 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -901428.250000 Penalty: 4459.258789
	Iteration 5Q: 3 clusters Score -901428.2 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -901688.062500 Penalty: 4459.258789
	Iteration 6Q: 3 clusters Score -901688.1 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -901953.125000 Penalty: 4459.258789
	Iteration 7Q: 3 clusters Score -901953.1 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -902229.937500 Penalty: 4459.258789
	Iteration 8Q: 3 clusters Score -902229.9 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -902486.187500 Penalty: 4459.258789
	Iteration 9Q: 3 clusters Score -902486.2 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -902684.687500 Penalty: 4459.258789
	Iteration 10Q: 3 clusters Score -902684.7 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -902839.000000 Penalty: 4459.258789
	Iteration 11Q: 3 clusters Score -902839 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -902983.250000 Penalty: 4459.258789
	Iteration 12Q: 3 clusters Score -902983.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -903102.937500 Penalty: 4459.258789
	Iteration 13Q: 3 clusters Score -903102.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -903205.250000 Penalty: 4459.258789
	Iteration 14Q: 3 clusters Score -903205.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -903319.937500 Penalty: 4459.258789
	Iteration 15Q: 3 clusters Score -903319.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -903434.500000 Penalty: 4459.258789
	Iteration 16Q: 3 clusters Score -903434.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -903529.687500 Penalty: 4459.258789
	Iteration 17Q: 3 clusters Score -903529.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -903613.687500 Penalty: 4459.258789
	Iteration 18Q: 3 clusters Score -903613.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -903685.562500 Penalty: 4459.258789
	Iteration 19Q: 3 clusters Score -903685.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -903744.062500 Penalty: 4459.258789
	Iteration 20F: 3 clusters Score -903744.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -903801.937500 Penalty: 4459.258789
	Iteration 21Q: 3 clusters Score -903801.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -903844.937500 Penalty: 4459.258789
	Iteration 22Q: 3 clusters Score -903844.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -903880.375000 Penalty: 4459.258789
	Iteration 23Q: 3 clusters Score -903880.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -903909.687500 Penalty: 4459.258789
	Iteration 24Q: 3 clusters Score -903909.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -903936.062500 Penalty: 4459.258789
	Iteration 25Q: 3 clusters Score -903936.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -903959.312500 Penalty: 4459.258789
	Iteration 26Q: 3 clusters Score -903959.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -903982.562500 Penalty: 4459.258789
	Iteration 27Q: 3 clusters Score -903982.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -904022.125000 Penalty: 4459.258789
	Iteration 28Q: 3 clusters Score -904022.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -904060.125000 Penalty: 4459.258789
	Iteration 29Q: 3 clusters Score -904060.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -904101.687500 Penalty: 4459.258789
	Iteration 30Q: 3 clusters Score -904101.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -904128.187500 Penalty: 4459.258789
	Iteration 31Q: 3 clusters Score -904128.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -904162.875000 Penalty: 4459.258789
	Iteration 32Q: 3 clusters Score -904162.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -904185.750000 Penalty: 4459.258789
	Iteration 33Q: 3 clusters Score -904185.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -904197.437500 Penalty: 4459.258789
	Iteration 34Q: 3 clusters Score -904197.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -904206.250000 Penalty: 4459.258789
	Iteration 35Q: 3 clusters Score -904206.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -904212.250000 Penalty: 4459.258789
	Iteration 36Q: 3 clusters Score -904212.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -904217.812500 Penalty: 4459.258789
	Iteration 37Q: 3 clusters Score -904217.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -904221.000000 Penalty: 4459.258789
	Iteration 38Q: 3 clusters Score -904221 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -904223.000000 Penalty: 4459.258789
	Iteration 39Q: 3 clusters Score -904223 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -904223.312500 Penalty: 4459.258789
	Iteration 40F: 3 clusters Score -904223.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -904225.187500 Penalty: 4459.258789
	Iteration 41Q: 3 clusters Score -904225.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -904225.187500 Penalty: 4459.258789
	Iteration 42F: 3 clusters Score -904225.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (4211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Entering Unmasked Estep 
Score: -528864.250000 Penalty: 2069.672852
	Iteration 0F: 2 clusters Score -528864.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -524870.812500 Penalty: 4139.345703
	Iteration 0F: 3 clusters Score -524870.8 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -525772.750000 Penalty: 4139.345703
	Iteration 1F: 3 clusters Score -525772.8 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -525955.500000 Penalty: 4139.345703
	Iteration 2F: 3 clusters Score -525955.5 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -526069.625000 Penalty: 4139.345703
	Iteration 3Q: 3 clusters Score -526069.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -526185.437500 Penalty: 4139.345703
	Iteration 4Q: 3 clusters Score -526185.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -526289.500000 Penalty: 4139.345703
	Iteration 5Q: 3 clusters Score -526289.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -526387.500000 Penalty: 4139.345703
	Iteration 6Q: 3 clusters Score -526387.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -526474.812500 Penalty: 4139.345703
	Iteration 7Q: 3 clusters Score -526474.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -526555.125000 Penalty: 4139.345703
	Iteration 8Q: 3 clusters Score -526555.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -526640.500000 Penalty: 4139.345703
	Iteration 9Q: 3 clusters Score -526640.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -526739.437500 Penalty: 4139.345703
	Iteration 10Q: 3 clusters Score -526739.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -526823.437500 Penalty: 4139.345703
	Iteration 11Q: 3 clusters Score -526823.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -526879.437500 Penalty: 4139.345703
	Iteration 12Q: 3 clusters Score -526879.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -526922.875000 Penalty: 4139.345703
	Iteration 13Q: 3 clusters Score -526922.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -526964.062500 Penalty: 4139.345703
	Iteration 14Q: 3 clusters Score -526964.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -526992.125000 Penalty: 4139.345703
	Iteration 15Q: 3 clusters Score -526992.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -527012.625000 Penalty: 4139.345703
	Iteration 16Q: 3 clusters Score -527012.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -527032.312500 Penalty: 4139.345703
	Iteration 17Q: 3 clusters Score -527032.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -527054.500000 Penalty: 4139.345703
	Iteration 18Q: 3 clusters Score -527054.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -527073.125000 Penalty: 4139.345703
	Iteration 19Q: 3 clusters Score -527073.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -527093.750000 Penalty: 4139.345703
	Iteration 20F: 3 clusters Score -527093.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -527104.937500 Penalty: 4139.345703
	Iteration 21Q: 3 clusters Score -527104.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -527114.500000 Penalty: 4139.345703
	Iteration 22Q: 3 clusters Score -527114.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -527120.937500 Penalty: 4139.345703
	Iteration 23Q: 3 clusters Score -527120.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -527127.687500 Penalty: 4139.345703
	Iteration 24Q: 3 clusters Score -527127.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -527131.062500 Penalty: 4139.345703
	Iteration 25Q: 3 clusters Score -527131.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -527131.812500 Penalty: 4139.345703
	Iteration 26Q: 3 clusters Score -527131.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -527133.500000 Penalty: 4139.345703
	Iteration 27Q: 3 clusters Score -527133.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -527135.812500 Penalty: 4139.345703
	Iteration 28Q: 3 clusters Score -527135.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -527139.000000 Penalty: 4139.345703
	Iteration 29Q: 3 clusters Score -527139 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -527141.687500 Penalty: 4139.345703
	Iteration 30Q: 3 clusters Score -527141.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -527143.187500 Penalty: 4139.345703
	Iteration 31Q: 3 clusters Score -527143.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -527144.062500 Penalty: 4139.345703
	Iteration 32Q: 3 clusters Score -527144.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -527145.437500 Penalty: 4139.345703
	Iteration 33Q: 3 clusters Score -527145.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -527146.312500 Penalty: 4139.345703
	Iteration 34Q: 3 clusters Score -527146.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -527147.000000 Penalty: 4139.345703
	Iteration 35Q: 3 clusters Score -527147 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -527147.812500 Penalty: 4139.345703
	Iteration 36Q: 3 clusters Score -527147.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -527150.250000 Penalty: 4139.345703
	Iteration 37Q: 3 clusters Score -527150.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -527152.437500 Penalty: 4139.345703
	Iteration 38Q: 3 clusters Score -527152.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -527156.562500 Penalty: 4139.345703
	Iteration 39Q: 3 clusters Score -527156.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -527161.437500 Penalty: 4139.345703
	Iteration 40F: 3 clusters Score -527161.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -527165.812500 Penalty: 4139.345703
	Iteration 41Q: 3 clusters Score -527165.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -527167.312500 Penalty: 4139.345703
	Iteration 42Q: 3 clusters Score -527167.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -527168.500000 Penalty: 4139.345703
	Iteration 43Q: 3 clusters Score -527168.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -527168.500000 Penalty: 4139.345703
	Iteration 44F: 3 clusters Score -527168.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (1006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Entering Unmasked Estep 
Score: -128763.648438 Penalty: 1714.606812
	Iteration 0F: 2 clusters Score -128763.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -127345.015625 Penalty: 3429.213623
	Iteration 0F: 3 clusters Score -127345 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -130027.648438 Penalty: 3429.213623
	Iteration 1F: 3 clusters Score -130027.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -131551.046875 Penalty: 3429.213623
	Iteration 2F: 3 clusters Score -131551 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -132016.015625 Penalty: 3429.213623
	Iteration 3Q: 3 clusters Score -132016 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -132365.500000 Penalty: 3429.213623
	Iteration 4Q: 3 clusters Score -132365.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -132508.765625 Penalty: 3429.213623
	Iteration 5Q: 3 clusters Score -132508.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -132533.828125 Penalty: 3429.213623
	Iteration 6Q: 3 clusters Score -132533.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -132515.984375 Penalty: 3429.213623
	Iteration 7Q: 3 clusters Score -132516 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -132515.984375 Penalty: 3429.213623
	Iteration 8F: 3 clusters Score -132516 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 23711 members 
Mstep: Class 2 contains 6711 members 
Mstep: Class 3 contains 1099 members 
Mstep: Class 4 contains 224599 members 
Mstep: Class 5 contains 4151 members 
Mstep: Class 6 contains 2448 members 
Mstep: Class 7 contains 9641 members 
Mstep: Class 8 contains 13365 members 
Mstep: Class 9 contains 7626 members 
Mstep: Class 10 contains 27441 members 
Mstep: Class 11 contains 11153 members 
Mstep: Class 12 contains 662 members 
Mstep: Class 13 contains 2640 members 
Mstep: Class 14 contains 36724 members 
Mstep: Class 15 contains 185063 members 
Mstep: Class 16 contains 23459 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 18727 members 
Mstep: Class 19 contains 164728 members 
Mstep: Class 20 contains 57347 members 
Mstep: Class 21 contains 2444 members 
Mstep: Class 22 contains 1286 members 
Mstep: Class 23 contains 4453 members 
Mstep: Class 24 contains 1944 members 
Mstep: Class 25 contains 44502 members 
Mstep: Class 26 contains 60024 members 
Mstep: Class 27 contains 28291 members 
Mstep: Class 28 contains 1039 members 
Mstep: Class 29 contains 44998 members 
Mstep: Class 30 contains 12177 members 
Mstep: Class 31 contains 5574 members 
Mstep: Class 32 contains 493 members 
Mstep: Class 33 contains 8677 members 
Mstep: Class 34 contains 457 members 
Mstep: Class 35 contains 3432 members 
Mstep: Class 36 contains 8026 members 
Mstep: Class 37 contains 4211 members 
Mstep: Class 38 contains 419 members 
Mstep: Class 39 contains 4894 members 
Mstep: Class 40 contains 18160 members 
Mstep: Class 41 contains 414 members 
Mstep: Class 42 contains 4486 members 
Mstep: Class 43 contains 3402 members 
Mstep: Class 44 contains 7400 members 
Mstep: Class 45 contains 19567 members 
Mstep: Class 46 contains 13845 members 
Mstep: Class 47 contains 1044 members 
Mstep: Class 48 contains 8323 members 
Mstep: Class 49 contains 27708 members 
Mstep: Class 50 contains 280 members 
Mstep: Class 51 contains 1003 members 
Mstep: Class 52 contains 526 members 
Mstep: Class 53 contains 3171 members 
Mstep: Class 54 contains 1522 members 
Mstep: Class 55 contains 2835 members 
Mstep: Class 56 contains 13769 members 
Mstep: Class 57 contains 593 members 
Mstep: Class 58 contains 392 members 
Mstep: Class 59 contains 587 members 
Entering Unmasked Estep 
Score: -147507904.000000 Penalty: 204672.296875
Splitting cluster 38 changes total score from -147500400.000000 to -147507904.000000
So it's getting split into cluster 59.
Entering ConstructFrom: 
Trying to split cluster 39 (4894 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Entering Unmasked Estep 
Score: -615156.312500 Penalty: 2106.949951
	Iteration 0F: 2 clusters Score -615156.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -610681.562500 Penalty: 4213.899902
	Iteration 0F: 3 clusters Score -610681.6 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -611698.187500 Penalty: 4213.899902
	Iteration 1F: 3 clusters Score -611698.2 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -611931.687500 Penalty: 4213.899902
	Iteration 2F: 3 clusters Score -611931.7 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -612079.062500 Penalty: 4213.899902
	Iteration 3F: 3 clusters Score -612079.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -612188.875000 Penalty: 4213.899902
	Iteration 4Q: 3 clusters Score -612188.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -612267.000000 Penalty: 4213.899902
	Iteration 5Q: 3 clusters Score -612267 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -612343.250000 Penalty: 4213.899902
	Iteration 6Q: 3 clusters Score -612343.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -612401.875000 Penalty: 4213.899902
	Iteration 7Q: 3 clusters Score -612401.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -612432.812500 Penalty: 4213.899902
	Iteration 8Q: 3 clusters Score -612432.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -612459.375000 Penalty: 4213.899902
	Iteration 9Q: 3 clusters Score -612459.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -612489.687500 Penalty: 4213.899902
	Iteration 10Q: 3 clusters Score -612489.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -612516.625000 Penalty: 4213.899902
	Iteration 11Q: 3 clusters Score -612516.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -612530.812500 Penalty: 4213.899902
	Iteration 12Q: 3 clusters Score -612530.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -612546.500000 Penalty: 4213.899902
	Iteration 13Q: 3 clusters Score -612546.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -612558.000000 Penalty: 4213.899902
	Iteration 14Q: 3 clusters Score -612558 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -612566.375000 Penalty: 4213.899902
	Iteration 15Q: 3 clusters Score -612566.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -612576.562500 Penalty: 4213.899902
	Iteration 16Q: 3 clusters Score -612576.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -612593.062500 Penalty: 4213.899902
	Iteration 17Q: 3 clusters Score -612593.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -612605.500000 Penalty: 4213.899902
	Iteration 18Q: 3 clusters Score -612605.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -612621.000000 Penalty: 4213.899902
	Iteration 19Q: 3 clusters Score -612621 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -612638.687500 Penalty: 4213.899902
	Iteration 20F: 3 clusters Score -612638.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -612662.187500 Penalty: 4213.899902
	Iteration 21Q: 3 clusters Score -612662.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -612684.062500 Penalty: 4213.899902
	Iteration 22Q: 3 clusters Score -612684.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -612705.062500 Penalty: 4213.899902
	Iteration 23Q: 3 clusters Score -612705.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -612724.562500 Penalty: 4213.899902
	Iteration 24Q: 3 clusters Score -612724.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -612741.187500 Penalty: 4213.899902
	Iteration 25Q: 3 clusters Score -612741.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -612757.562500 Penalty: 4213.899902
	Iteration 26Q: 3 clusters Score -612757.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -612770.062500 Penalty: 4213.899902
	Iteration 27Q: 3 clusters Score -612770.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -612780.875000 Penalty: 4213.899902
	Iteration 28Q: 3 clusters Score -612780.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -612790.562500 Penalty: 4213.899902
	Iteration 29Q: 3 clusters Score -612790.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -612802.000000 Penalty: 4213.899902
	Iteration 30Q: 3 clusters Score -612802 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -612812.875000 Penalty: 4213.899902
	Iteration 31Q: 3 clusters Score -612812.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -612833.375000 Penalty: 4213.899902
	Iteration 32Q: 3 clusters Score -612833.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -612855.687500 Penalty: 4213.899902
	Iteration 33Q: 3 clusters Score -612855.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -612875.312500 Penalty: 4213.899902
	Iteration 34Q: 3 clusters Score -612875.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -612895.937500 Penalty: 4213.899902
	Iteration 35Q: 3 clusters Score -612895.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -612922.062500 Penalty: 4213.899902
	Iteration 36Q: 3 clusters Score -612922.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -612942.750000 Penalty: 4213.899902
	Iteration 37Q: 3 clusters Score -612942.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -612964.750000 Penalty: 4213.899902
	Iteration 38Q: 3 clusters Score -612964.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -612985.062500 Penalty: 4213.899902
	Iteration 39Q: 3 clusters Score -612985.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -613005.875000 Penalty: 4213.899902
	Iteration 40F: 3 clusters Score -613005.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -613022.625000 Penalty: 4213.899902
	Iteration 41Q: 3 clusters Score -613022.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -613044.750000 Penalty: 4213.899902
	Iteration 42Q: 3 clusters Score -613044.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -613082.437500 Penalty: 4213.899902
	Iteration 43Q: 3 clusters Score -613082.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -613120.625000 Penalty: 4213.899902
	Iteration 44Q: 3 clusters Score -613120.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -613172.375000 Penalty: 4213.899902
	Iteration 45Q: 3 clusters Score -613172.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -613248.187500 Penalty: 4213.899902
	Iteration 46Q: 3 clusters Score -613248.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -613381.875000 Penalty: 4213.899902
	Iteration 47Q: 3 clusters Score -613381.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -613613.000000 Penalty: 4213.899902
	Iteration 48Q: 3 clusters Score -613613 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -613809.625000 Penalty: 4213.899902
	Iteration 49Q: 3 clusters Score -613809.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -613958.937500 Penalty: 4213.899902
	Iteration 50Q: 3 clusters Score -613958.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -614059.687500 Penalty: 4213.899902
	Iteration 51Q: 3 clusters Score -614059.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -614123.312500 Penalty: 4213.899902
	Iteration 52Q: 3 clusters Score -614123.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -614176.062500 Penalty: 4213.899902
	Iteration 53Q: 3 clusters Score -614176.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -614210.687500 Penalty: 4213.899902
	Iteration 54Q: 3 clusters Score -614210.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -614237.625000 Penalty: 4213.899902
	Iteration 55Q: 3 clusters Score -614237.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -614259.187500 Penalty: 4213.899902
	Iteration 56Q: 3 clusters Score -614259.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -614284.625000 Penalty: 4213.899902
	Iteration 57Q: 3 clusters Score -614284.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -614314.500000 Penalty: 4213.899902
	Iteration 58Q: 3 clusters Score -614314.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -614344.000000 Penalty: 4213.899902
	Iteration 59Q: 3 clusters Score -614344 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -614374.250000 Penalty: 4213.899902
	Iteration 60F: 3 clusters Score -614374.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -614405.062500 Penalty: 4213.899902
	Iteration 61Q: 3 clusters Score -614405.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -614433.312500 Penalty: 4213.899902
	Iteration 62Q: 3 clusters Score -614433.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -614459.750000 Penalty: 4213.899902
	Iteration 63Q: 3 clusters Score -614459.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -614494.125000 Penalty: 4213.899902
	Iteration 64Q: 3 clusters Score -614494.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -614540.437500 Penalty: 4213.899902
	Iteration 65Q: 3 clusters Score -614540.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -614597.687500 Penalty: 4213.899902
	Iteration 66Q: 3 clusters Score -614597.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -614663.562500 Penalty: 4213.899902
	Iteration 67Q: 3 clusters Score -614663.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -614750.187500 Penalty: 4213.899902
	Iteration 68Q: 3 clusters Score -614750.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -614834.437500 Penalty: 4213.899902
	Iteration 69Q: 3 clusters Score -614834.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -614939.437500 Penalty: 4213.899902
	Iteration 70Q: 3 clusters Score -614939.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -615054.125000 Penalty: 4213.899902
	Iteration 71Q: 3 clusters Score -615054.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -615173.937500 Penalty: 4213.899902
	Iteration 72Q: 3 clusters Score -615173.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -615273.250000 Penalty: 4213.899902
	Iteration 73Q: 3 clusters Score -615273.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -615330.937500 Penalty: 4213.899902
	Iteration 74Q: 3 clusters Score -615330.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -615373.875000 Penalty: 4213.899902
	Iteration 75Q: 3 clusters Score -615373.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -615395.062500 Penalty: 4213.899902
	Iteration 76Q: 3 clusters Score -615395.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -615409.375000 Penalty: 4213.899902
	Iteration 77Q: 3 clusters Score -615409.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -615433.562500 Penalty: 4213.899902
	Iteration 78Q: 3 clusters Score -615433.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -615445.937500 Penalty: 4213.899902
	Iteration 79Q: 3 clusters Score -615445.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -615460.875000 Penalty: 4213.899902
	Iteration 80F: 3 clusters Score -615460.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -615481.812500 Penalty: 4213.899902
	Iteration 81Q: 3 clusters Score -615481.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -615505.312500 Penalty: 4213.899902
	Iteration 82Q: 3 clusters Score -615505.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -615523.312500 Penalty: 4213.899902
	Iteration 83Q: 3 clusters Score -615523.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -615540.625000 Penalty: 4213.899902
	Iteration 84Q: 3 clusters Score -615540.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -615550.000000 Penalty: 4213.899902
	Iteration 85Q: 3 clusters Score -615550 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -615557.687500 Penalty: 4213.899902
	Iteration 86Q: 3 clusters Score -615557.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -615561.375000 Penalty: 4213.899902
	Iteration 87Q: 3 clusters Score -615561.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -615561.437500 Penalty: 4213.899902
	Iteration 88Q: 3 clusters Score -615561.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -615560.687500 Penalty: 4213.899902
	Iteration 89Q: 3 clusters Score -615560.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -615560.687500 Penalty: 4213.899902
	Iteration 90F: 3 clusters Score -615560.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 23711 members 
Mstep: Class 2 contains 6711 members 
Mstep: Class 3 contains 1099 members 
Mstep: Class 4 contains 224599 members 
Mstep: Class 5 contains 4151 members 
Mstep: Class 6 contains 2448 members 
Mstep: Class 7 contains 9641 members 
Mstep: Class 8 contains 13365 members 
Mstep: Class 9 contains 7626 members 
Mstep: Class 10 contains 27441 members 
Mstep: Class 11 contains 11153 members 
Mstep: Class 12 contains 662 members 
Mstep: Class 13 contains 2640 members 
Mstep: Class 14 contains 36724 members 
Mstep: Class 15 contains 185063 members 
Mstep: Class 16 contains 23459 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 18727 members 
Mstep: Class 19 contains 164728 members 
Mstep: Class 20 contains 57347 members 
Mstep: Class 21 contains 2444 members 
Mstep: Class 22 contains 1286 members 
Mstep: Class 23 contains 4453 members 
Mstep: Class 24 contains 1944 members 
Mstep: Class 25 contains 44502 members 
Mstep: Class 26 contains 60024 members 
Mstep: Class 27 contains 28291 members 
Mstep: Class 28 contains 1039 members 
Mstep: Class 29 contains 44998 members 
Mstep: Class 30 contains 12177 members 
Mstep: Class 31 contains 5574 members 
Mstep: Class 32 contains 493 members 
Mstep: Class 33 contains 8677 members 
Mstep: Class 34 contains 457 members 
Mstep: Class 35 contains 3432 members 
Mstep: Class 36 contains 8026 members 
Mstep: Class 37 contains 4211 members 
Mstep: Class 38 contains 419 members 
Mstep: Class 39 contains 1877 members 
Mstep: Class 40 contains 18160 members 
Mstep: Class 41 contains 414 members 
Mstep: Class 42 contains 4486 members 
Mstep: Class 43 contains 3402 members 
Mstep: Class 44 contains 7400 members 
Mstep: Class 45 contains 19567 members 
Mstep: Class 46 contains 13845 members 
Mstep: Class 47 contains 1044 members 
Mstep: Class 48 contains 8323 members 
Mstep: Class 49 contains 27708 members 
Mstep: Class 50 contains 280 members 
Mstep: Class 51 contains 1003 members 
Mstep: Class 52 contains 526 members 
Mstep: Class 53 contains 3171 members 
Mstep: Class 54 contains 1522 members 
Mstep: Class 55 contains 2835 members 
Mstep: Class 56 contains 13769 members 
Mstep: Class 57 contains 593 members 
Mstep: Class 58 contains 392 members 
Mstep: Class 59 contains 587 members 
Mstep: Class 60 contains 3017 members 
Entering Unmasked Estep 
Score: -147506752.000000 Penalty: 208141.312500
Splitting cluster 39 changes total score from -147500400.000000 to -147506752.000000
So it's getting split into cluster 60.
Entering ConstructFrom: 
Trying to split cluster 40 (18160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18160 members 
Entering Unmasked Estep 
Score: -2409730.500000 Penalty: 2432.130127
	Iteration 0F: 2 clusters Score -2409730 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 9172 members 
Entering Unmasked Estep 
Score: -2396800.750000 Penalty: 4864.260254
	Iteration 0F: 3 clusters Score -2396801 nChanged 7855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -2401038.500000 Penalty: 4864.260254
	Iteration 1F: 3 clusters Score -2401038 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 10030 members 
Entering Unmasked Estep 
Score: -2401450.500000 Penalty: 4864.260254
	Iteration 2F: 3 clusters Score -2401450 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 10461 members 
Entering Unmasked Estep 
Score: -2401803.000000 Penalty: 4864.260254
	Iteration 3Q: 3 clusters Score -2401803 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 11002 members 
Entering Unmasked Estep 
Score: -2402159.750000 Penalty: 4864.260254
	Iteration 4Q: 3 clusters Score -2402160 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 11688 members 
Entering Unmasked Estep 
Score: -2402595.000000 Penalty: 4864.260254
	Iteration 5Q: 3 clusters Score -2402595 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 12538 members 
Entering Unmasked Estep 
Score: -2403177.250000 Penalty: 4864.260254
	Iteration 6F: 3 clusters Score -2403177 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 13508 members 
Entering Unmasked Estep 
Score: -2403917.500000 Penalty: 4864.260254
	Iteration 7F: 3 clusters Score -2403918 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 14521 members 
Entering Unmasked Estep 
Score: -2404823.000000 Penalty: 4864.260254
	Iteration 8F: 3 clusters Score -2404823 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 15432 members 
Entering Unmasked Estep 
Score: -2405664.500000 Penalty: 4864.260254
	Iteration 9F: 3 clusters Score -2405664 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 16066 members 
Entering Unmasked Estep 
Score: -2406251.750000 Penalty: 4864.260254
	Iteration 10Q: 3 clusters Score -2406252 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 16492 members 
Entering Unmasked Estep 
Score: -2406642.500000 Penalty: 4864.260254
	Iteration 11Q: 3 clusters Score -2406642 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 16794 members 
Entering Unmasked Estep 
Score: -2406903.250000 Penalty: 4864.260254
	Iteration 12Q: 3 clusters Score -2406903 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 16998 members 
Entering Unmasked Estep 
Score: -2407090.250000 Penalty: 4864.260254
	Iteration 13Q: 3 clusters Score -2407090 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 17126 members 
Entering Unmasked Estep 
Score: -2407204.000000 Penalty: 4864.260254
	Iteration 14Q: 3 clusters Score -2407204 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 17211 members 
Entering Unmasked Estep 
Score: -2407275.750000 Penalty: 4864.260254
	Iteration 15Q: 3 clusters Score -2407276 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 17269 members 
Entering Unmasked Estep 
Score: -2407313.500000 Penalty: 4864.260254
	Iteration 16Q: 3 clusters Score -2407314 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 17310 members 
Entering Unmasked Estep 
Score: -2407339.000000 Penalty: 4864.260254
	Iteration 17Q: 3 clusters Score -2407339 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 17342 members 
Entering Unmasked Estep 
Score: -2407369.750000 Penalty: 4864.260254
	Iteration 18Q: 3 clusters Score -2407370 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 17371 members 
Entering Unmasked Estep 
Score: -2407394.000000 Penalty: 4864.260254
	Iteration 19Q: 3 clusters Score -2407394 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 17396 members 
Entering Unmasked Estep 
Score: -2407403.500000 Penalty: 4864.260254
	Iteration 20F: 3 clusters Score -2407404 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 17418 members 
Entering Unmasked Estep 
Score: -2407419.500000 Penalty: 4864.260254
	Iteration 21Q: 3 clusters Score -2407420 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 17434 members 
Entering Unmasked Estep 
Score: -2407427.250000 Penalty: 4864.260254
	Iteration 22Q: 3 clusters Score -2407427 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 17447 members 
Entering Unmasked Estep 
Score: -2407435.250000 Penalty: 4864.260254
	Iteration 23Q: 3 clusters Score -2407435 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 17456 members 
Entering Unmasked Estep 
Score: -2407440.250000 Penalty: 4864.260254
	Iteration 24Q: 3 clusters Score -2407440 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 17466 members 
Entering Unmasked Estep 
Score: -2407440.500000 Penalty: 4864.260254
	Iteration 25Q: 3 clusters Score -2407440 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 17470 members 
Entering Unmasked Estep 
Score: -2407445.750000 Penalty: 4864.260254
	Iteration 26Q: 3 clusters Score -2407446 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 17476 members 
Entering Unmasked Estep 
Score: -2407445.000000 Penalty: 4864.260254
	Iteration 27Q: 3 clusters Score -2407445 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 17482 members 
Entering Unmasked Estep 
Score: -2407445.000000 Penalty: 4864.260254
	Iteration 28Q: 3 clusters Score -2407445 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 17489 members 
Entering Unmasked Estep 
Score: -2407447.500000 Penalty: 4864.260254
	Iteration 29Q: 3 clusters Score -2407448 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 17496 members 
Entering Unmasked Estep 
Score: -2407456.250000 Penalty: 4864.260254
	Iteration 30Q: 3 clusters Score -2407456 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 17505 members 
Entering Unmasked Estep 
Score: -2407455.500000 Penalty: 4864.260254
	Iteration 31Q: 3 clusters Score -2407456 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 17510 members 
Entering Unmasked Estep 
Score: -2407455.500000 Penalty: 4864.260254
	Iteration 32Q: 3 clusters Score -2407456 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 17518 members 
Entering Unmasked Estep 
Score: -2407464.250000 Penalty: 4864.260254
	Iteration 33Q: 3 clusters Score -2407464 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 17530 members 
Entering Unmasked Estep 
Score: -2407472.750000 Penalty: 4864.260254
	Iteration 34Q: 3 clusters Score -2407473 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 17548 members 
Entering Unmasked Estep 
Score: -2407489.750000 Penalty: 4864.260254
	Iteration 35Q: 3 clusters Score -2407490 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 17556 members 
Entering Unmasked Estep 
Score: -2407496.000000 Penalty: 4864.260254
	Iteration 36Q: 3 clusters Score -2407496 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 17562 members 
Entering Unmasked Estep 
Score: -2407500.750000 Penalty: 4864.260254
	Iteration 37Q: 3 clusters Score -2407501 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 17566 members 
Entering Unmasked Estep 
Score: -2407506.750000 Penalty: 4864.260254
	Iteration 38Q: 3 clusters Score -2407507 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 17575 members 
Entering Unmasked Estep 
Score: -2407515.000000 Penalty: 4864.260254
	Iteration 39Q: 3 clusters Score -2407515 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 17584 members 
Entering Unmasked Estep 
Score: -2407520.000000 Penalty: 4864.260254
	Iteration 40F: 3 clusters Score -2407520 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 17592 members 
Entering Unmasked Estep 
Score: -2407524.500000 Penalty: 4864.260254
	Iteration 41Q: 3 clusters Score -2407524 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 17597 members 
Entering Unmasked Estep 
Score: -2407530.500000 Penalty: 4864.260254
	Iteration 42Q: 3 clusters Score -2407530 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 17600 members 
Entering Unmasked Estep 
Score: -2407530.500000 Penalty: 4864.260254
	Iteration 43Q: 3 clusters Score -2407530 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 17602 members 
Entering Unmasked Estep 
Score: -2407530.000000 Penalty: 4864.260254
	Iteration 44Q: 3 clusters Score -2407530 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 17604 members 
Entering Unmasked Estep 
Score: -2407531.000000 Penalty: 4864.260254
	Iteration 45Q: 3 clusters Score -2407531 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 17606 members 
Entering Unmasked Estep 
Score: -2407531.750000 Penalty: 4864.260254
	Iteration 46Q: 3 clusters Score -2407532 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 17610 members 
Entering Unmasked Estep 
Score: -2407540.750000 Penalty: 4864.260254
	Iteration 47Q: 3 clusters Score -2407541 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 17610 members 
Entering Unmasked Estep 
Score: -2407540.750000 Penalty: 4864.260254
	Iteration 48F: 3 clusters Score -2407541 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Entering Unmasked Estep 
Score: -37525.257812 Penalty: 1494.414795
	Iteration 0F: 2 clusters Score -37525.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -36195.363281 Penalty: 2988.829590
	Iteration 0F: 3 clusters Score -36195.36 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -36333.585938 Penalty: 2988.829590
	Iteration 1F: 3 clusters Score -36333.59 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -36413.019531 Penalty: 2988.829590
	Iteration 2F: 3 clusters Score -36413.02 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -36453.511719 Penalty: 2988.829590
	Iteration 3Q: 3 clusters Score -36453.51 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -36470.050781 Penalty: 2988.829590
	Iteration 4Q: 3 clusters Score -36470.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -36485.121094 Penalty: 2988.829590
	Iteration 5Q: 3 clusters Score -36485.12 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -36547.046875 Penalty: 2988.829590
	Iteration 6Q: 3 clusters Score -36547.05 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -36582.542969 Penalty: 2988.829590
	Iteration 7Q: 3 clusters Score -36582.54 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -36699.093750 Penalty: 2988.829590
	Iteration 8Q: 3 clusters Score -36699.09 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -36734.109375 Penalty: 2988.829590
	Iteration 9Q: 3 clusters Score -36734.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -36762.726562 Penalty: 2988.829590
	Iteration 10Q: 3 clusters Score -36762.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -36783.808594 Penalty: 2988.829590
	Iteration 11Q: 3 clusters Score -36783.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -36801.371094 Penalty: 2988.829590
	Iteration 12Q: 3 clusters Score -36801.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -36809.488281 Penalty: 2988.829590
	Iteration 13Q: 3 clusters Score -36809.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -36814.289062 Penalty: 2988.829590
	Iteration 14Q: 3 clusters Score -36814.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -36814.289062 Penalty: 2988.829590
	Iteration 15F: 3 clusters Score -36814.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (4486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Entering Unmasked Estep 
Score: -558951.500000 Penalty: 2085.361816
	Iteration 0F: 2 clusters Score -558951.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -554731.562500 Penalty: 4170.723633
	Iteration 0F: 3 clusters Score -554731.6 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -555735.562500 Penalty: 4170.723633
	Iteration 1F: 3 clusters Score -555735.6 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -555997.000000 Penalty: 4170.723633
	Iteration 2F: 3 clusters Score -555997 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -556205.000000 Penalty: 4170.723633
	Iteration 3F: 3 clusters Score -556205 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -556421.812500 Penalty: 4170.723633
	Iteration 4F: 3 clusters Score -556421.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -556640.125000 Penalty: 4170.723633
	Iteration 5F: 3 clusters Score -556640.1 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -556907.187500 Penalty: 4170.723633
	Iteration 6Q: 3 clusters Score -556907.2 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -557319.375000 Penalty: 4170.723633
	Iteration 7F: 3 clusters Score -557319.4 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -557982.625000 Penalty: 4170.723633
	Iteration 8F: 3 clusters Score -557982.6 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -558634.187500 Penalty: 4170.723633
	Iteration 9F: 3 clusters Score -558634.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -559044.375000 Penalty: 4170.723633
	Iteration 10Q: 3 clusters Score -559044.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -559350.375000 Penalty: 4170.723633
	Iteration 11Q: 3 clusters Score -559350.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -559480.062500 Penalty: 4170.723633
	Iteration 12Q: 3 clusters Score -559480.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -559523.062500 Penalty: 4170.723633
	Iteration 13Q: 3 clusters Score -559523.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -559530.500000 Penalty: 4170.723633
	Iteration 14Q: 3 clusters Score -559530.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -559532.937500 Penalty: 4170.723633
	Iteration 15Q: 3 clusters Score -559532.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -559534.375000 Penalty: 4170.723633
	Iteration 16Q: 3 clusters Score -559534.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -559534.937500 Penalty: 4170.723633
	Iteration 17Q: 3 clusters Score -559534.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -559535.312500 Penalty: 4170.723633
	Iteration 18Q: 3 clusters Score -559535.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -559536.000000 Penalty: 4170.723633
	Iteration 19Q: 3 clusters Score -559536 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -559536.187500 Penalty: 4170.723633
	Iteration 20F: 3 clusters Score -559536.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 23711 members 
Mstep: Class 2 contains 6711 members 
Mstep: Class 3 contains 1099 members 
Mstep: Class 4 contains 224599 members 
Mstep: Class 5 contains 4151 members 
Mstep: Class 6 contains 2448 members 
Mstep: Class 7 contains 9641 members 
Mstep: Class 8 contains 13365 members 
Mstep: Class 9 contains 7626 members 
Mstep: Class 10 contains 27441 members 
Mstep: Class 11 contains 11153 members 
Mstep: Class 12 contains 662 members 
Mstep: Class 13 contains 2640 members 
Mstep: Class 14 contains 36724 members 
Mstep: Class 15 contains 185063 members 
Mstep: Class 16 contains 23459 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 18727 members 
Mstep: Class 19 contains 164728 members 
Mstep: Class 20 contains 57347 members 
Mstep: Class 21 contains 2444 members 
Mstep: Class 22 contains 1286 members 
Mstep: Class 23 contains 4453 members 
Mstep: Class 24 contains 1944 members 
Mstep: Class 25 contains 44502 members 
Mstep: Class 26 contains 60024 members 
Mstep: Class 27 contains 28291 members 
Mstep: Class 28 contains 1039 members 
Mstep: Class 29 contains 44998 members 
Mstep: Class 30 contains 12177 members 
Mstep: Class 31 contains 5574 members 
Mstep: Class 32 contains 493 members 
Mstep: Class 33 contains 8677 members 
Mstep: Class 34 contains 457 members 
Mstep: Class 35 contains 3432 members 
Mstep: Class 36 contains 8026 members 
Mstep: Class 37 contains 4211 members 
Mstep: Class 38 contains 419 members 
Mstep: Class 39 contains 1877 members 
Mstep: Class 40 contains 18160 members 
Mstep: Class 41 contains 414 members 
Mstep: Class 42 contains 2903 members 
Mstep: Class 43 contains 3402 members 
Mstep: Class 44 contains 7400 members 
Mstep: Class 45 contains 19567 members 
Mstep: Class 46 contains 13845 members 
Mstep: Class 47 contains 1044 members 
Mstep: Class 48 contains 8323 members 
Mstep: Class 49 contains 27708 members 
Mstep: Class 50 contains 280 members 
Mstep: Class 51 contains 1003 members 
Mstep: Class 52 contains 526 members 
Mstep: Class 53 contains 3171 members 
Mstep: Class 54 contains 1522 members 
Mstep: Class 55 contains 2835 members 
Mstep: Class 56 contains 13769 members 
Mstep: Class 57 contains 593 members 
Mstep: Class 58 contains 392 members 
Mstep: Class 59 contains 587 members 
Mstep: Class 60 contains 3017 members 
Mstep: Class 61 contains 1583 members 
Entering Unmasked Estep 
Score: -147506432.000000 Penalty: 211610.328125
Splitting cluster 42 changes total score from -147500400.000000 to -147506432.000000
So it's getting split into cluster 61.
Entering ConstructFrom: 
Trying to split cluster 43 (3402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Entering Unmasked Estep 
Score: -415113.937500 Penalty: 2016.765503
	Iteration 0F: 2 clusters Score -415113.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -411573.937500 Penalty: 4033.531006
	Iteration 0F: 3 clusters Score -411573.9 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -412393.968750 Penalty: 4033.531006
	Iteration 1F: 3 clusters Score -412394 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -412624.281250 Penalty: 4033.531006
	Iteration 2F: 3 clusters Score -412624.3 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -412832.968750 Penalty: 4033.531006
	Iteration 3F: 3 clusters Score -412833 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -413009.593750 Penalty: 4033.531006
	Iteration 4F: 3 clusters Score -413009.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -413148.062500 Penalty: 4033.531006
	Iteration 5Q: 3 clusters Score -413148.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -413247.156250 Penalty: 4033.531006
	Iteration 6Q: 3 clusters Score -413247.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -413343.562500 Penalty: 4033.531006
	Iteration 7Q: 3 clusters Score -413343.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -413410.281250 Penalty: 4033.531006
	Iteration 8Q: 3 clusters Score -413410.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -413465.343750 Penalty: 4033.531006
	Iteration 9Q: 3 clusters Score -413465.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -413520.062500 Penalty: 4033.531006
	Iteration 10Q: 3 clusters Score -413520.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -413574.687500 Penalty: 4033.531006
	Iteration 11Q: 3 clusters Score -413574.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -413637.812500 Penalty: 4033.531006
	Iteration 12Q: 3 clusters Score -413637.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -413712.562500 Penalty: 4033.531006
	Iteration 13Q: 3 clusters Score -413712.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -413833.062500 Penalty: 4033.531006
	Iteration 14Q: 3 clusters Score -413833.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -413977.093750 Penalty: 4033.531006
	Iteration 15Q: 3 clusters Score -413977.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -414102.250000 Penalty: 4033.531006
	Iteration 16Q: 3 clusters Score -414102.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -414174.187500 Penalty: 4033.531006
	Iteration 17Q: 3 clusters Score -414174.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -414226.437500 Penalty: 4033.531006
	Iteration 18Q: 3 clusters Score -414226.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -414266.125000 Penalty: 4033.531006
	Iteration 19Q: 3 clusters Score -414266.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -414288.187500 Penalty: 4033.531006
	Iteration 20F: 3 clusters Score -414288.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -414312.406250 Penalty: 4033.531006
	Iteration 21Q: 3 clusters Score -414312.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -414328.250000 Penalty: 4033.531006
	Iteration 22Q: 3 clusters Score -414328.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -414339.781250 Penalty: 4033.531006
	Iteration 23Q: 3 clusters Score -414339.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -414346.781250 Penalty: 4033.531006
	Iteration 24Q: 3 clusters Score -414346.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -414352.062500 Penalty: 4033.531006
	Iteration 25Q: 3 clusters Score -414352.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -414355.031250 Penalty: 4033.531006
	Iteration 26Q: 3 clusters Score -414355 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -414356.687500 Penalty: 4033.531006
	Iteration 27Q: 3 clusters Score -414356.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -414358.187500 Penalty: 4033.531006
	Iteration 28Q: 3 clusters Score -414358.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -414358.656250 Penalty: 4033.531006
	Iteration 29Q: 3 clusters Score -414358.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -414359.656250 Penalty: 4033.531006
	Iteration 30Q: 3 clusters Score -414359.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -414359.781250 Penalty: 4033.531006
	Iteration 31Q: 3 clusters Score -414359.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -414359.781250 Penalty: 4033.531006
	Iteration 32F: 3 clusters Score -414359.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (7400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Entering Unmasked Estep 
Score: -1008797.500000 Penalty: 2209.490234
	Iteration 0F: 2 clusters Score -1008798 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -1002936.062500 Penalty: 4418.980469
	Iteration 0F: 3 clusters Score -1002936 nChanged 3118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -1007208.062500 Penalty: 4418.980469
	Iteration 1F: 3 clusters Score -1007208 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -1008656.937500 Penalty: 4418.980469
	Iteration 2F: 3 clusters Score -1008657 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -1009388.937500 Penalty: 4418.980469
	Iteration 3F: 3 clusters Score -1009389 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -1009836.687500 Penalty: 4418.980469
	Iteration 4F: 3 clusters Score -1009837 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -1010137.562500 Penalty: 4418.980469
	Iteration 5Q: 3 clusters Score -1010138 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -1010320.750000 Penalty: 4418.980469
	Iteration 6Q: 3 clusters Score -1010321 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -1010423.187500 Penalty: 4418.980469
	Iteration 7Q: 3 clusters Score -1010423 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -1010479.687500 Penalty: 4418.980469
	Iteration 8Q: 3 clusters Score -1010480 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -1010531.000000 Penalty: 4418.980469
	Iteration 9Q: 3 clusters Score -1010531 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -1010575.125000 Penalty: 4418.980469
	Iteration 10Q: 3 clusters Score -1010575 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -1010611.937500 Penalty: 4418.980469
	Iteration 11Q: 3 clusters Score -1010612 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -1010649.250000 Penalty: 4418.980469
	Iteration 12Q: 3 clusters Score -1010649 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -1010684.562500 Penalty: 4418.980469
	Iteration 13Q: 3 clusters Score -1010685 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -1010712.875000 Penalty: 4418.980469
	Iteration 14Q: 3 clusters Score -1010713 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -1010753.625000 Penalty: 4418.980469
	Iteration 15Q: 3 clusters Score -1010754 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -1010808.937500 Penalty: 4418.980469
	Iteration 16Q: 3 clusters Score -1010809 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -1010840.812500 Penalty: 4418.980469
	Iteration 17Q: 3 clusters Score -1010841 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -1010900.875000 Penalty: 4418.980469
	Iteration 18Q: 3 clusters Score -1010901 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -1010981.312500 Penalty: 4418.980469
	Iteration 19Q: 3 clusters Score -1010981 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -1011107.812500 Penalty: 4418.980469
	Iteration 20F: 3 clusters Score -1011108 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -1011175.500000 Penalty: 4418.980469
	Iteration 21Q: 3 clusters Score -1011176 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -1011209.062500 Penalty: 4418.980469
	Iteration 22Q: 3 clusters Score -1011209 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -1011246.375000 Penalty: 4418.980469
	Iteration 23Q: 3 clusters Score -1011246 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -1011273.625000 Penalty: 4418.980469
	Iteration 24Q: 3 clusters Score -1011274 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -1011294.812500 Penalty: 4418.980469
	Iteration 25Q: 3 clusters Score -1011295 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -1011315.312500 Penalty: 4418.980469
	Iteration 26Q: 3 clusters Score -1011315 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -1011341.125000 Penalty: 4418.980469
	Iteration 27Q: 3 clusters Score -1011341 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -1011374.000000 Penalty: 4418.980469
	Iteration 28Q: 3 clusters Score -1011374 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -1011438.062500 Penalty: 4418.980469
	Iteration 29Q: 3 clusters Score -1011438 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -1011610.187500 Penalty: 4418.980469
	Iteration 30Q: 3 clusters Score -1011610 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -1011892.812500 Penalty: 4418.980469
	Iteration 31Q: 3 clusters Score -1011893 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -1012060.937500 Penalty: 4418.980469
	Iteration 32Q: 3 clusters Score -1012061 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -1012235.250000 Penalty: 4418.980469
	Iteration 33Q: 3 clusters Score -1012235 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -1012364.250000 Penalty: 4418.980469
	Iteration 34Q: 3 clusters Score -1012364 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -1012516.812500 Penalty: 4418.980469
	Iteration 35Q: 3 clusters Score -1012517 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -1012731.937500 Penalty: 4418.980469
	Iteration 36Q: 3 clusters Score -1012732 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -1012852.812500 Penalty: 4418.980469
	Iteration 37Q: 3 clusters Score -1012853 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -1012956.562500 Penalty: 4418.980469
	Iteration 38Q: 3 clusters Score -1012957 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -1013138.187500 Penalty: 4418.980469
	Iteration 39Q: 3 clusters Score -1013138 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -1013434.687500 Penalty: 4418.980469
	Iteration 40F: 3 clusters Score -1013435 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -1013783.312500 Penalty: 4418.980469
	Iteration 41Q: 3 clusters Score -1013783 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -1013967.250000 Penalty: 4418.980469
	Iteration 42Q: 3 clusters Score -1013967 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -1014219.375000 Penalty: 4418.980469
	Iteration 43Q: 3 clusters Score -1014219 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -1014597.375000 Penalty: 4418.980469
	Iteration 44Q: 3 clusters Score -1014597 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -1015058.937500 Penalty: 4418.980469
	Iteration 45Q: 3 clusters Score -1015059 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -1015692.125000 Penalty: 4418.980469
	Iteration 46Q: 3 clusters Score -1015692 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -1016046.250000 Penalty: 4418.980469
	Iteration 47Q: 3 clusters Score -1016046 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -1016131.375000 Penalty: 4418.980469
	Iteration 48Q: 3 clusters Score -1016131 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -1016167.000000 Penalty: 4418.980469
	Iteration 49Q: 3 clusters Score -1016167 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -1016204.250000 Penalty: 4418.980469
	Iteration 50Q: 3 clusters Score -1016204 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -1016279.562500 Penalty: 4418.980469
	Iteration 51Q: 3 clusters Score -1016280 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -1016346.062500 Penalty: 4418.980469
	Iteration 52Q: 3 clusters Score -1016346 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -1016376.312500 Penalty: 4418.980469
	Iteration 53Q: 3 clusters Score -1016376 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -1016386.625000 Penalty: 4418.980469
	Iteration 54Q: 3 clusters Score -1016387 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -1016389.625000 Penalty: 4418.980469
	Iteration 55Q: 3 clusters Score -1016390 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -1016395.000000 Penalty: 4418.980469
	Iteration 56Q: 3 clusters Score -1016395 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -1016409.937500 Penalty: 4418.980469
	Iteration 57Q: 3 clusters Score -1016410 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -1016420.687500 Penalty: 4418.980469
	Iteration 58Q: 3 clusters Score -1016421 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -1016424.062500 Penalty: 4418.980469
	Iteration 59Q: 3 clusters Score -1016424 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -1016439.500000 Penalty: 4418.980469
	Iteration 60F: 3 clusters Score -1016440 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -1016442.875000 Penalty: 4418.980469
	Iteration 61Q: 3 clusters Score -1016443 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -1016463.250000 Penalty: 4418.980469
	Iteration 62Q: 3 clusters Score -1016463 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -1016496.687500 Penalty: 4418.980469
	Iteration 63Q: 3 clusters Score -1016497 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -1016493.812500 Penalty: 4418.980469
	Iteration 64Q: 3 clusters Score -1016494 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -1016509.750000 Penalty: 4418.980469
	Iteration 65Q: 3 clusters Score -1016510 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -1016524.187500 Penalty: 4418.980469
	Iteration 66Q: 3 clusters Score -1016524 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -1016524.187500 Penalty: 4418.980469
	Iteration 67Q: 3 clusters Score -1016524 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -1016564.625000 Penalty: 4418.980469
	Iteration 68Q: 3 clusters Score -1016565 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -1016569.437500 Penalty: 4418.980469
	Iteration 69Q: 3 clusters Score -1016569 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -1016575.187500 Penalty: 4418.980469
	Iteration 70Q: 3 clusters Score -1016575 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -1016576.562500 Penalty: 4418.980469
	Iteration 71Q: 3 clusters Score -1016577 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -1016575.625000 Penalty: 4418.980469
	Iteration 72Q: 3 clusters Score -1016576 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -1016575.625000 Penalty: 4418.980469
	Iteration 73F: 3 clusters Score -1016576 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 23711 members 
Mstep: Class 2 contains 6711 members 
Mstep: Class 3 contains 1099 members 
Mstep: Class 4 contains 224599 members 
Mstep: Class 5 contains 4151 members 
Mstep: Class 6 contains 2448 members 
Mstep: Class 7 contains 9641 members 
Mstep: Class 8 contains 13365 members 
Mstep: Class 9 contains 7626 members 
Mstep: Class 10 contains 27441 members 
Mstep: Class 11 contains 11153 members 
Mstep: Class 12 contains 662 members 
Mstep: Class 13 contains 2640 members 
Mstep: Class 14 contains 36724 members 
Mstep: Class 15 contains 185063 members 
Mstep: Class 16 contains 23459 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 18727 members 
Mstep: Class 19 contains 164728 members 
Mstep: Class 20 contains 57347 members 
Mstep: Class 21 contains 2444 members 
Mstep: Class 22 contains 1286 members 
Mstep: Class 23 contains 4453 members 
Mstep: Class 24 contains 1944 members 
Mstep: Class 25 contains 44502 members 
Mstep: Class 26 contains 60024 members 
Mstep: Class 27 contains 28291 members 
Mstep: Class 28 contains 1039 members 
Mstep: Class 29 contains 44998 members 
Mstep: Class 30 contains 12177 members 
Mstep: Class 31 contains 5574 members 
Mstep: Class 32 contains 493 members 
Mstep: Class 33 contains 8677 members 
Mstep: Class 34 contains 457 members 
Mstep: Class 35 contains 3432 members 
Mstep: Class 36 contains 8026 members 
Mstep: Class 37 contains 4211 members 
Mstep: Class 38 contains 419 members 
Mstep: Class 39 contains 1877 members 
Mstep: Class 40 contains 18160 members 
Mstep: Class 41 contains 414 members 
Mstep: Class 42 contains 2903 members 
Mstep: Class 43 contains 3402 members 
Mstep: Class 44 contains 5448 members 
Mstep: Class 45 contains 19567 members 
Mstep: Class 46 contains 13845 members 
Mstep: Class 47 contains 1044 members 
Mstep: Class 48 contains 8323 members 
Mstep: Class 49 contains 27708 members 
Mstep: Class 50 contains 280 members 
Mstep: Class 51 contains 1003 members 
Mstep: Class 52 contains 526 members 
Mstep: Class 53 contains 3171 members 
Mstep: Class 54 contains 1522 members 
Mstep: Class 55 contains 2835 members 
Mstep: Class 56 contains 13769 members 
Mstep: Class 57 contains 593 members 
Mstep: Class 58 contains 392 members 
Mstep: Class 59 contains 587 members 
Mstep: Class 60 contains 3017 members 
Mstep: Class 61 contains 1583 members 
Mstep: Class 62 contains 1952 members 
Entering Unmasked Estep 
Score: -147513680.000000 Penalty: 215079.359375
Splitting cluster 44 changes total score from -147500400.000000 to -147513680.000000
So it's getting split into cluster 62.
Entering ConstructFrom: 
Trying to split cluster 45 (19567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19567 members 
Entering Unmasked Estep 
Score: -2255601.250000 Penalty: 2450.636719
	Iteration 0F: 2 clusters Score -2255601 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9763 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -2241719.000000 Penalty: 4901.273438
	Iteration 0F: 3 clusters Score -2241719 nChanged 8667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9964 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -2246793.750000 Penalty: 4901.273438
	Iteration 1F: 3 clusters Score -2246794 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -2247506.500000 Penalty: 4901.273438
	Iteration 2F: 3 clusters Score -2247506 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10165 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -2248267.750000 Penalty: 4901.273438
	Iteration 3F: 3 clusters Score -2248268 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10255 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -2249071.500000 Penalty: 4901.273438
	Iteration 4F: 3 clusters Score -2249072 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10345 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -2249828.500000 Penalty: 4901.273438
	Iteration 5F: 3 clusters Score -2249828 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10327 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -2250422.750000 Penalty: 4901.273438
	Iteration 6F: 3 clusters Score -2250423 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10319 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -2250933.750000 Penalty: 4901.273438
	Iteration 7Q: 3 clusters Score -2250934 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10334 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -2251348.250000 Penalty: 4901.273438
	Iteration 8Q: 3 clusters Score -2251348 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10349 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -2251635.250000 Penalty: 4901.273438
	Iteration 9Q: 3 clusters Score -2251635 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10363 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
Score: -2251882.250000 Penalty: 4901.273438
	Iteration 10Q: 3 clusters Score -2251882 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10381 members 
Mstep: Class 2 contains 9186 members 
Entering Unmasked Estep 
Score: -2252096.500000 Penalty: 4901.273438
	Iteration 11Q: 3 clusters Score -2252096 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10409 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -2252277.250000 Penalty: 4901.273438
	Iteration 12Q: 3 clusters Score -2252277 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10449 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -2252408.250000 Penalty: 4901.273438
	Iteration 13Q: 3 clusters Score -2252408 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10469 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -2252513.250000 Penalty: 4901.273438
	Iteration 14Q: 3 clusters Score -2252513 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10474 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -2252600.750000 Penalty: 4901.273438
	Iteration 15Q: 3 clusters Score -2252601 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10487 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -2252656.500000 Penalty: 4901.273438
	Iteration 16Q: 3 clusters Score -2252656 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10506 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
Score: -2252709.000000 Penalty: 4901.273438
	Iteration 17Q: 3 clusters Score -2252709 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10555 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -2252753.250000 Penalty: 4901.273438
	Iteration 18Q: 3 clusters Score -2252753 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10617 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -2252790.750000 Penalty: 4901.273438
	Iteration 19Q: 3 clusters Score -2252791 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10675 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -2252821.250000 Penalty: 4901.273438
	Iteration 20F: 3 clusters Score -2252821 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10722 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -2252855.000000 Penalty: 4901.273438
	Iteration 21Q: 3 clusters Score -2252855 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10774 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -2252879.750000 Penalty: 4901.273438
	Iteration 22Q: 3 clusters Score -2252880 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
Score: -2252893.750000 Penalty: 4901.273438
	Iteration 23Q: 3 clusters Score -2252894 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10892 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -2252916.000000 Penalty: 4901.273438
	Iteration 24Q: 3 clusters Score -2252916 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10953 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -2252937.000000 Penalty: 4901.273438
	Iteration 25Q: 3 clusters Score -2252937 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11015 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -2252958.500000 Penalty: 4901.273438
	Iteration 26Q: 3 clusters Score -2252958 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11080 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -2252969.250000 Penalty: 4901.273438
	Iteration 27Q: 3 clusters Score -2252969 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11153 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -2252987.750000 Penalty: 4901.273438
	Iteration 28Q: 3 clusters Score -2252988 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11221 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -2253009.750000 Penalty: 4901.273438
	Iteration 29Q: 3 clusters Score -2253010 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11307 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -2253032.750000 Penalty: 4901.273438
	Iteration 30Q: 3 clusters Score -2253033 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11391 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -2253043.750000 Penalty: 4901.273438
	Iteration 31Q: 3 clusters Score -2253044 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11461 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -2253060.750000 Penalty: 4901.273438
	Iteration 32Q: 3 clusters Score -2253061 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11525 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -2253073.750000 Penalty: 4901.273438
	Iteration 33Q: 3 clusters Score -2253074 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11575 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -2253089.500000 Penalty: 4901.273438
	Iteration 34Q: 3 clusters Score -2253090 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11619 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -2253093.000000 Penalty: 4901.273438
	Iteration 35Q: 3 clusters Score -2253093 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11649 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -2253092.250000 Penalty: 4901.273438
	Iteration 36Q: 3 clusters Score -2253092 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11676 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -2253100.500000 Penalty: 4901.273438
	Iteration 37Q: 3 clusters Score -2253100 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11711 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -2253104.250000 Penalty: 4901.273438
	Iteration 38Q: 3 clusters Score -2253104 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11738 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -2253106.250000 Penalty: 4901.273438
	Iteration 39Q: 3 clusters Score -2253106 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11771 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -2253111.000000 Penalty: 4901.273438
	Iteration 40F: 3 clusters Score -2253111 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11815 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -2253116.000000 Penalty: 4901.273438
	Iteration 41Q: 3 clusters Score -2253116 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11849 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -2253116.750000 Penalty: 4901.273438
	Iteration 42Q: 3 clusters Score -2253117 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11874 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -2253116.250000 Penalty: 4901.273438
	Iteration 43Q: 3 clusters Score -2253116 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11905 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -2253114.000000 Penalty: 4901.273438
	Iteration 44Q: 3 clusters Score -2253114 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11931 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -2253126.500000 Penalty: 4901.273438
	Iteration 45Q: 3 clusters Score -2253126 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11963 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -2253138.000000 Penalty: 4901.273438
	Iteration 46Q: 3 clusters Score -2253138 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11996 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -2253138.000000 Penalty: 4901.273438
	Iteration 47Q: 3 clusters Score -2253138 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12022 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -2253140.250000 Penalty: 4901.273438
	Iteration 48Q: 3 clusters Score -2253140 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12049 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -2253145.750000 Penalty: 4901.273438
	Iteration 49Q: 3 clusters Score -2253146 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12079 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -2253157.750000 Penalty: 4901.273438
	Iteration 50Q: 3 clusters Score -2253158 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12113 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -2253163.000000 Penalty: 4901.273438
	Iteration 51Q: 3 clusters Score -2253163 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12137 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -2253167.250000 Penalty: 4901.273438
	Iteration 52Q: 3 clusters Score -2253167 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12153 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -2253159.000000 Penalty: 4901.273438
	Iteration 53Q: 3 clusters Score -2253159 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12166 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -2253159.250000 Penalty: 4901.273438
	Iteration 54Q: 3 clusters Score -2253159 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12177 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -2253160.500000 Penalty: 4901.273438
	Iteration 55Q: 3 clusters Score -2253160 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12189 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -2253168.250000 Penalty: 4901.273438
	Iteration 56Q: 3 clusters Score -2253168 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12201 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -2253163.750000 Penalty: 4901.273438
	Iteration 57Q: 3 clusters Score -2253164 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12211 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -2253163.500000 Penalty: 4901.273438
	Iteration 58Q: 3 clusters Score -2253164 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12218 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -2253162.500000 Penalty: 4901.273438
	Iteration 59Q: 3 clusters Score -2253162 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12225 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -2253163.750000 Penalty: 4901.273438
	Iteration 60F: 3 clusters Score -2253164 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12233 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -2253165.750000 Penalty: 4901.273438
	Iteration 61Q: 3 clusters Score -2253166 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12247 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -2253168.250000 Penalty: 4901.273438
	Iteration 62Q: 3 clusters Score -2253168 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12265 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -2253170.500000 Penalty: 4901.273438
	Iteration 63Q: 3 clusters Score -2253170 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12277 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -2253176.500000 Penalty: 4901.273438
	Iteration 64Q: 3 clusters Score -2253176 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -2253183.750000 Penalty: 4901.273438
	Iteration 65Q: 3 clusters Score -2253184 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12318 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -2253172.000000 Penalty: 4901.273438
	Iteration 66Q: 3 clusters Score -2253172 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12340 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -2253175.250000 Penalty: 4901.273438
	Iteration 67Q: 3 clusters Score -2253175 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12361 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -2253172.250000 Penalty: 4901.273438
	Iteration 68Q: 3 clusters Score -2253172 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12384 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -2253174.750000 Penalty: 4901.273438
	Iteration 69Q: 3 clusters Score -2253175 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12408 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -2253181.750000 Penalty: 4901.273438
	Iteration 70Q: 3 clusters Score -2253182 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12432 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -2253190.500000 Penalty: 4901.273438
	Iteration 71Q: 3 clusters Score -2253190 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12463 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -2253192.000000 Penalty: 4901.273438
	Iteration 72Q: 3 clusters Score -2253192 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12490 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -2253191.250000 Penalty: 4901.273438
	Iteration 73Q: 3 clusters Score -2253191 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12515 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -2253207.000000 Penalty: 4901.273438
	Iteration 74Q: 3 clusters Score -2253207 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12559 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -2253206.750000 Penalty: 4901.273438
	Iteration 75Q: 3 clusters Score -2253207 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12598 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -2253211.000000 Penalty: 4901.273438
	Iteration 76Q: 3 clusters Score -2253211 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12633 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -2253214.000000 Penalty: 4901.273438
	Iteration 77Q: 3 clusters Score -2253214 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12668 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -2253215.500000 Penalty: 4901.273438
	Iteration 78Q: 3 clusters Score -2253216 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12704 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -2253226.000000 Penalty: 4901.273438
	Iteration 79Q: 3 clusters Score -2253226 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12737 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -2253224.750000 Penalty: 4901.273438
	Iteration 80F: 3 clusters Score -2253225 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12770 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -2253235.750000 Penalty: 4901.273438
	Iteration 81Q: 3 clusters Score -2253236 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12800 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -2253238.000000 Penalty: 4901.273438
	Iteration 82Q: 3 clusters Score -2253238 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12824 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -2253237.250000 Penalty: 4901.273438
	Iteration 83Q: 3 clusters Score -2253237 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12855 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -2253241.000000 Penalty: 4901.273438
	Iteration 84Q: 3 clusters Score -2253241 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12883 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -2253247.250000 Penalty: 4901.273438
	Iteration 85Q: 3 clusters Score -2253247 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12912 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -2253255.500000 Penalty: 4901.273438
	Iteration 86Q: 3 clusters Score -2253256 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12934 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -2253251.500000 Penalty: 4901.273438
	Iteration 87Q: 3 clusters Score -2253252 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12956 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -2253260.500000 Penalty: 4901.273438
	Iteration 88Q: 3 clusters Score -2253260 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12980 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -2253261.750000 Penalty: 4901.273438
	Iteration 89Q: 3 clusters Score -2253262 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13017 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -2253267.500000 Penalty: 4901.273438
	Iteration 90Q: 3 clusters Score -2253268 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13046 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -2253271.000000 Penalty: 4901.273438
	Iteration 91Q: 3 clusters Score -2253271 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13068 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -2253277.500000 Penalty: 4901.273438
	Iteration 92Q: 3 clusters Score -2253278 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13086 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -2253276.500000 Penalty: 4901.273438
	Iteration 93Q: 3 clusters Score -2253276 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13099 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -2253276.000000 Penalty: 4901.273438
	Iteration 94Q: 3 clusters Score -2253276 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13116 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -2253271.750000 Penalty: 4901.273438
	Iteration 95Q: 3 clusters Score -2253272 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13128 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -2253268.500000 Penalty: 4901.273438
	Iteration 96Q: 3 clusters Score -2253268 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13136 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -2253276.500000 Penalty: 4901.273438
	Iteration 97Q: 3 clusters Score -2253276 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13145 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -2253274.250000 Penalty: 4901.273438
	Iteration 98Q: 3 clusters Score -2253274 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13156 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -2253278.500000 Penalty: 4901.273438
	Iteration 99Q: 3 clusters Score -2253278 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13174 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -2253280.250000 Penalty: 4901.273438
	Iteration 100F: 3 clusters Score -2253280 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13183 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -2253287.500000 Penalty: 4901.273438
	Iteration 101Q: 3 clusters Score -2253288 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13189 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -2253291.000000 Penalty: 4901.273438
	Iteration 102Q: 3 clusters Score -2253291 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13191 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -2253288.000000 Penalty: 4901.273438
	Iteration 103Q: 3 clusters Score -2253288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13192 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -2253287.000000 Penalty: 4901.273438
	Iteration 104Q: 3 clusters Score -2253287 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13197 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -2253292.500000 Penalty: 4901.273438
	Iteration 105Q: 3 clusters Score -2253292 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13204 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -2253293.500000 Penalty: 4901.273438
	Iteration 106Q: 3 clusters Score -2253294 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13214 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -2253286.750000 Penalty: 4901.273438
	Iteration 107Q: 3 clusters Score -2253287 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13220 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -2253284.500000 Penalty: 4901.273438
	Iteration 108Q: 3 clusters Score -2253284 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13224 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -2253288.500000 Penalty: 4901.273438
	Iteration 109Q: 3 clusters Score -2253288 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13230 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -2253285.000000 Penalty: 4901.273438
	Iteration 110Q: 3 clusters Score -2253285 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13233 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -2253284.500000 Penalty: 4901.273438
	Iteration 111Q: 3 clusters Score -2253284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13235 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -2253286.500000 Penalty: 4901.273438
	Iteration 112Q: 3 clusters Score -2253286 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13236 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -2253288.000000 Penalty: 4901.273438
	Iteration 113Q: 3 clusters Score -2253288 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13236 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -2253288.000000 Penalty: 4901.273438
	Iteration 114F: 3 clusters Score -2253288 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (13845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13845 members 
Entering Unmasked Estep 
Score: -1752012.125000 Penalty: 2364.848633
	Iteration 0F: 2 clusters Score -1752012 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -1741870.500000 Penalty: 4729.697266
	Iteration 0F: 3 clusters Score -1741870 nChanged 5925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -1745074.875000 Penalty: 4729.697266
	Iteration 1F: 3 clusters Score -1745075 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -1745491.000000 Penalty: 4729.697266
	Iteration 2F: 3 clusters Score -1745491 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -1745900.500000 Penalty: 4729.697266
	Iteration 3F: 3 clusters Score -1745900 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -1746350.250000 Penalty: 4729.697266
	Iteration 4F: 3 clusters Score -1746350 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -1746877.125000 Penalty: 4729.697266
	Iteration 5F: 3 clusters Score -1746877 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -1747449.250000 Penalty: 4729.697266
	Iteration 6F: 3 clusters Score -1747449 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -1748064.125000 Penalty: 4729.697266
	Iteration 7F: 3 clusters Score -1748064 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -1748607.000000 Penalty: 4729.697266
	Iteration 8F: 3 clusters Score -1748607 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -1749027.375000 Penalty: 4729.697266
	Iteration 9Q: 3 clusters Score -1749027 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -1749354.375000 Penalty: 4729.697266
	Iteration 10Q: 3 clusters Score -1749354 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -1749603.125000 Penalty: 4729.697266
	Iteration 11Q: 3 clusters Score -1749603 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -1749774.875000 Penalty: 4729.697266
	Iteration 12Q: 3 clusters Score -1749775 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 9453 members 
Entering Unmasked Estep 
Score: -1749914.250000 Penalty: 4729.697266
	Iteration 13Q: 3 clusters Score -1749914 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -1750010.250000 Penalty: 4729.697266
	Iteration 14Q: 3 clusters Score -1750010 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -1750072.375000 Penalty: 4729.697266
	Iteration 15Q: 3 clusters Score -1750072 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 9786 members 
Entering Unmasked Estep 
Score: -1750122.875000 Penalty: 4729.697266
	Iteration 16Q: 3 clusters Score -1750123 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 9877 members 
Entering Unmasked Estep 
Score: -1750169.125000 Penalty: 4729.697266
	Iteration 17Q: 3 clusters Score -1750169 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 9956 members 
Entering Unmasked Estep 
Score: -1750195.125000 Penalty: 4729.697266
	Iteration 18Q: 3 clusters Score -1750195 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 10019 members 
Entering Unmasked Estep 
Score: -1750217.125000 Penalty: 4729.697266
	Iteration 19Q: 3 clusters Score -1750217 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 10090 members 
Entering Unmasked Estep 
Score: -1750237.750000 Penalty: 4729.697266
	Iteration 20F: 3 clusters Score -1750238 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 10151 members 
Entering Unmasked Estep 
Score: -1750250.750000 Penalty: 4729.697266
	Iteration 21Q: 3 clusters Score -1750251 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
Score: -1750262.875000 Penalty: 4729.697266
	Iteration 22Q: 3 clusters Score -1750263 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 10232 members 
Entering Unmasked Estep 
Score: -1750270.875000 Penalty: 4729.697266
	Iteration 23Q: 3 clusters Score -1750271 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 10269 members 
Entering Unmasked Estep 
Score: -1750280.625000 Penalty: 4729.697266
	Iteration 24Q: 3 clusters Score -1750281 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 10302 members 
Entering Unmasked Estep 
Score: -1750288.500000 Penalty: 4729.697266
	Iteration 25Q: 3 clusters Score -1750288 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 10330 members 
Entering Unmasked Estep 
Score: -1750293.250000 Penalty: 4729.697266
	Iteration 26Q: 3 clusters Score -1750293 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 10358 members 
Entering Unmasked Estep 
Score: -1750296.375000 Penalty: 4729.697266
	Iteration 27Q: 3 clusters Score -1750296 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 10382 members 
Entering Unmasked Estep 
Score: -1750302.750000 Penalty: 4729.697266
	Iteration 28Q: 3 clusters Score -1750303 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 10411 members 
Entering Unmasked Estep 
Score: -1750309.875000 Penalty: 4729.697266
	Iteration 29Q: 3 clusters Score -1750310 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 10442 members 
Entering Unmasked Estep 
Score: -1750314.125000 Penalty: 4729.697266
	Iteration 30Q: 3 clusters Score -1750314 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 10461 members 
Entering Unmasked Estep 
Score: -1750310.250000 Penalty: 4729.697266
	Iteration 31Q: 3 clusters Score -1750310 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 10473 members 
Entering Unmasked Estep 
Score: -1750312.250000 Penalty: 4729.697266
	Iteration 32Q: 3 clusters Score -1750312 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 10490 members 
Entering Unmasked Estep 
Score: -1750318.250000 Penalty: 4729.697266
	Iteration 33Q: 3 clusters Score -1750318 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 10513 members 
Entering Unmasked Estep 
Score: -1750324.250000 Penalty: 4729.697266
	Iteration 34Q: 3 clusters Score -1750324 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 10533 members 
Entering Unmasked Estep 
Score: -1750327.000000 Penalty: 4729.697266
	Iteration 35Q: 3 clusters Score -1750327 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 10558 members 
Entering Unmasked Estep 
Score: -1750333.875000 Penalty: 4729.697266
	Iteration 36Q: 3 clusters Score -1750334 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -1750333.875000 Penalty: 4729.697266
	Iteration 37Q: 3 clusters Score -1750334 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 10600 members 
Entering Unmasked Estep 
Score: -1750339.000000 Penalty: 4729.697266
	Iteration 38Q: 3 clusters Score -1750339 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 10615 members 
Entering Unmasked Estep 
Score: -1750344.875000 Penalty: 4729.697266
	Iteration 39Q: 3 clusters Score -1750345 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 10640 members 
Entering Unmasked Estep 
Score: -1750348.625000 Penalty: 4729.697266
	Iteration 40F: 3 clusters Score -1750349 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -1750354.125000 Penalty: 4729.697266
	Iteration 41Q: 3 clusters Score -1750354 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 10690 members 
Entering Unmasked Estep 
Score: -1750355.000000 Penalty: 4729.697266
	Iteration 42Q: 3 clusters Score -1750355 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 10717 members 
Entering Unmasked Estep 
Score: -1750363.750000 Penalty: 4729.697266
	Iteration 43Q: 3 clusters Score -1750364 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 10739 members 
Entering Unmasked Estep 
Score: -1750367.625000 Penalty: 4729.697266
	Iteration 44Q: 3 clusters Score -1750368 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 10766 members 
Entering Unmasked Estep 
Score: -1750372.500000 Penalty: 4729.697266
	Iteration 45Q: 3 clusters Score -1750372 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 10797 members 
Entering Unmasked Estep 
Score: -1750376.500000 Penalty: 4729.697266
	Iteration 46Q: 3 clusters Score -1750376 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 10828 members 
Entering Unmasked Estep 
Score: -1750384.250000 Penalty: 4729.697266
	Iteration 47Q: 3 clusters Score -1750384 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 10855 members 
Entering Unmasked Estep 
Score: -1750391.000000 Penalty: 4729.697266
	Iteration 48Q: 3 clusters Score -1750391 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 10878 members 
Entering Unmasked Estep 
Score: -1750395.125000 Penalty: 4729.697266
	Iteration 49Q: 3 clusters Score -1750395 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 10902 members 
Entering Unmasked Estep 
Score: -1750403.250000 Penalty: 4729.697266
	Iteration 50Q: 3 clusters Score -1750403 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 10923 members 
Entering Unmasked Estep 
Score: -1750410.375000 Penalty: 4729.697266
	Iteration 51Q: 3 clusters Score -1750410 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 10945 members 
Entering Unmasked Estep 
Score: -1750412.500000 Penalty: 4729.697266
	Iteration 52Q: 3 clusters Score -1750412 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 10970 members 
Entering Unmasked Estep 
Score: -1750418.250000 Penalty: 4729.697266
	Iteration 53Q: 3 clusters Score -1750418 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 10991 members 
Entering Unmasked Estep 
Score: -1750425.000000 Penalty: 4729.697266
	Iteration 54Q: 3 clusters Score -1750425 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 11017 members 
Entering Unmasked Estep 
Score: -1750432.750000 Penalty: 4729.697266
	Iteration 55Q: 3 clusters Score -1750433 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 11040 members 
Entering Unmasked Estep 
Score: -1750435.375000 Penalty: 4729.697266
	Iteration 56Q: 3 clusters Score -1750435 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 11069 members 
Entering Unmasked Estep 
Score: -1750449.875000 Penalty: 4729.697266
	Iteration 57Q: 3 clusters Score -1750450 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 11110 members 
Entering Unmasked Estep 
Score: -1750466.500000 Penalty: 4729.697266
	Iteration 58Q: 3 clusters Score -1750466 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 11151 members 
Entering Unmasked Estep 
Score: -1750480.000000 Penalty: 4729.697266
	Iteration 59Q: 3 clusters Score -1750480 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 11195 members 
Entering Unmasked Estep 
Score: -1750501.500000 Penalty: 4729.697266
	Iteration 60F: 3 clusters Score -1750502 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 11248 members 
Entering Unmasked Estep 
Score: -1750521.125000 Penalty: 4729.697266
	Iteration 61Q: 3 clusters Score -1750521 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 11291 members 
Entering Unmasked Estep 
Score: -1750537.375000 Penalty: 4729.697266
	Iteration 62Q: 3 clusters Score -1750537 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 11319 members 
Entering Unmasked Estep 
Score: -1750547.000000 Penalty: 4729.697266
	Iteration 63Q: 3 clusters Score -1750547 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 11342 members 
Entering Unmasked Estep 
Score: -1750551.125000 Penalty: 4729.697266
	Iteration 64Q: 3 clusters Score -1750551 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 11364 members 
Entering Unmasked Estep 
Score: -1750553.125000 Penalty: 4729.697266
	Iteration 65Q: 3 clusters Score -1750553 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 11386 members 
Entering Unmasked Estep 
Score: -1750564.625000 Penalty: 4729.697266
	Iteration 66Q: 3 clusters Score -1750565 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 11410 members 
Entering Unmasked Estep 
Score: -1750572.875000 Penalty: 4729.697266
	Iteration 67Q: 3 clusters Score -1750573 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 11437 members 
Entering Unmasked Estep 
Score: -1750582.750000 Penalty: 4729.697266
	Iteration 68Q: 3 clusters Score -1750583 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 11463 members 
Entering Unmasked Estep 
Score: -1750589.250000 Penalty: 4729.697266
	Iteration 69Q: 3 clusters Score -1750589 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 11486 members 
Entering Unmasked Estep 
Score: -1750605.500000 Penalty: 4729.697266
	Iteration 70Q: 3 clusters Score -1750606 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 11518 members 
Entering Unmasked Estep 
Score: -1750620.500000 Penalty: 4729.697266
	Iteration 71Q: 3 clusters Score -1750620 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 11546 members 
Entering Unmasked Estep 
Score: -1750629.375000 Penalty: 4729.697266
	Iteration 72Q: 3 clusters Score -1750629 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 11575 members 
Entering Unmasked Estep 
Score: -1750649.000000 Penalty: 4729.697266
	Iteration 73Q: 3 clusters Score -1750649 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 11594 members 
Entering Unmasked Estep 
Score: -1750655.125000 Penalty: 4729.697266
	Iteration 74Q: 3 clusters Score -1750655 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 11613 members 
Entering Unmasked Estep 
Score: -1750665.250000 Penalty: 4729.697266
	Iteration 75Q: 3 clusters Score -1750665 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 11628 members 
Entering Unmasked Estep 
Score: -1750662.250000 Penalty: 4729.697266
	Iteration 76Q: 3 clusters Score -1750662 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 11639 members 
Entering Unmasked Estep 
Score: -1750666.750000 Penalty: 4729.697266
	Iteration 77Q: 3 clusters Score -1750667 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 11646 members 
Entering Unmasked Estep 
Score: -1750674.000000 Penalty: 4729.697266
	Iteration 78Q: 3 clusters Score -1750674 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 11649 members 
Entering Unmasked Estep 
Score: -1750678.875000 Penalty: 4729.697266
	Iteration 79Q: 3 clusters Score -1750679 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 11658 members 
Entering Unmasked Estep 
Score: -1750679.875000 Penalty: 4729.697266
	Iteration 80F: 3 clusters Score -1750680 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 11662 members 
Entering Unmasked Estep 
Score: -1750689.375000 Penalty: 4729.697266
	Iteration 81Q: 3 clusters Score -1750689 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 11665 members 
Entering Unmasked Estep 
Score: -1750691.250000 Penalty: 4729.697266
	Iteration 82Q: 3 clusters Score -1750691 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 11668 members 
Entering Unmasked Estep 
Score: -1750699.750000 Penalty: 4729.697266
	Iteration 83Q: 3 clusters Score -1750700 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 11667 members 
Entering Unmasked Estep 
Score: -1750704.875000 Penalty: 4729.697266
	Iteration 84Q: 3 clusters Score -1750705 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 11665 members 
Entering Unmasked Estep 
Score: -1750711.625000 Penalty: 4729.697266
	Iteration 85Q: 3 clusters Score -1750712 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 11665 members 
Entering Unmasked Estep 
Score: -1750717.500000 Penalty: 4729.697266
	Iteration 86Q: 3 clusters Score -1750718 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 11666 members 
Entering Unmasked Estep 
Score: -1750727.000000 Penalty: 4729.697266
	Iteration 87Q: 3 clusters Score -1750727 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 11660 members 
Entering Unmasked Estep 
Score: -1750728.375000 Penalty: 4729.697266
	Iteration 88Q: 3 clusters Score -1750728 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 11650 members 
Entering Unmasked Estep 
Score: -1750742.875000 Penalty: 4729.697266
	Iteration 89Q: 3 clusters Score -1750743 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 11637 members 
Entering Unmasked Estep 
Score: -1750755.500000 Penalty: 4729.697266
	Iteration 90Q: 3 clusters Score -1750756 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 11620 members 
Entering Unmasked Estep 
Score: -1750772.250000 Penalty: 4729.697266
	Iteration 91Q: 3 clusters Score -1750772 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 11606 members 
Entering Unmasked Estep 
Score: -1750796.250000 Penalty: 4729.697266
	Iteration 92Q: 3 clusters Score -1750796 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 11591 members 
Entering Unmasked Estep 
Score: -1750812.750000 Penalty: 4729.697266
	Iteration 93Q: 3 clusters Score -1750813 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 11576 members 
Entering Unmasked Estep 
Score: -1750830.375000 Penalty: 4729.697266
	Iteration 94Q: 3 clusters Score -1750830 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 11558 members 
Entering Unmasked Estep 
Score: -1750842.500000 Penalty: 4729.697266
	Iteration 95Q: 3 clusters Score -1750842 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 11546 members 
Entering Unmasked Estep 
Score: -1750850.750000 Penalty: 4729.697266
	Iteration 96Q: 3 clusters Score -1750851 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 11531 members 
Entering Unmasked Estep 
Score: -1750862.375000 Penalty: 4729.697266
	Iteration 97Q: 3 clusters Score -1750862 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 11512 members 
Entering Unmasked Estep 
Score: -1750872.250000 Penalty: 4729.697266
	Iteration 98Q: 3 clusters Score -1750872 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 11497 members 
Entering Unmasked Estep 
Score: -1750879.375000 Penalty: 4729.697266
	Iteration 99Q: 3 clusters Score -1750879 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 11497 members 
Entering Unmasked Estep 
Score: -1750889.625000 Penalty: 4729.697266
	Iteration 100F: 3 clusters Score -1750890 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 11502 members 
Entering Unmasked Estep 
Score: -1750892.875000 Penalty: 4729.697266
	Iteration 101Q: 3 clusters Score -1750893 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 11501 members 
Entering Unmasked Estep 
Score: -1750892.375000 Penalty: 4729.697266
	Iteration 102Q: 3 clusters Score -1750892 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 11501 members 
Entering Unmasked Estep 
Score: -1750895.625000 Penalty: 4729.697266
	Iteration 103Q: 3 clusters Score -1750896 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 11499 members 
Entering Unmasked Estep 
Score: -1750904.500000 Penalty: 4729.697266
	Iteration 104Q: 3 clusters Score -1750904 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 11498 members 
Entering Unmasked Estep 
Score: -1750911.625000 Penalty: 4729.697266
	Iteration 105Q: 3 clusters Score -1750912 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 11487 members 
Entering Unmasked Estep 
Score: -1750918.875000 Penalty: 4729.697266
	Iteration 106Q: 3 clusters Score -1750919 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 11478 members 
Entering Unmasked Estep 
Score: -1750923.750000 Penalty: 4729.697266
	Iteration 107Q: 3 clusters Score -1750924 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 11476 members 
Entering Unmasked Estep 
Score: -1750924.625000 Penalty: 4729.697266
	Iteration 108Q: 3 clusters Score -1750925 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 11466 members 
Entering Unmasked Estep 
Score: -1750936.000000 Penalty: 4729.697266
	Iteration 109Q: 3 clusters Score -1750936 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 11459 members 
Entering Unmasked Estep 
Score: -1750940.875000 Penalty: 4729.697266
	Iteration 110Q: 3 clusters Score -1750941 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 11447 members 
Entering Unmasked Estep 
Score: -1750947.250000 Penalty: 4729.697266
	Iteration 111Q: 3 clusters Score -1750947 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 11434 members 
Entering Unmasked Estep 
Score: -1750950.625000 Penalty: 4729.697266
	Iteration 112Q: 3 clusters Score -1750951 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 11419 members 
Entering Unmasked Estep 
Score: -1750961.875000 Penalty: 4729.697266
	Iteration 113Q: 3 clusters Score -1750962 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 11405 members 
Entering Unmasked Estep 
Score: -1750969.625000 Penalty: 4729.697266
	Iteration 114Q: 3 clusters Score -1750970 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 11390 members 
Entering Unmasked Estep 
Score: -1750972.750000 Penalty: 4729.697266
	Iteration 115Q: 3 clusters Score -1750973 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 11379 members 
Entering Unmasked Estep 
Score: -1750973.375000 Penalty: 4729.697266
	Iteration 116Q: 3 clusters Score -1750973 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 11363 members 
Entering Unmasked Estep 
Score: -1750981.125000 Penalty: 4729.697266
	Iteration 117Q: 3 clusters Score -1750981 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 11349 members 
Entering Unmasked Estep 
Score: -1750986.750000 Penalty: 4729.697266
	Iteration 118Q: 3 clusters Score -1750987 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 11331 members 
Entering Unmasked Estep 
Score: -1750987.875000 Penalty: 4729.697266
	Iteration 119Q: 3 clusters Score -1750988 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 11317 members 
Entering Unmasked Estep 
Score: -1750994.500000 Penalty: 4729.697266
	Iteration 120F: 3 clusters Score -1750994 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 11303 members 
Entering Unmasked Estep 
Score: -1751000.625000 Penalty: 4729.697266
	Iteration 121Q: 3 clusters Score -1751001 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 11295 members 
Entering Unmasked Estep 
Score: -1751001.625000 Penalty: 4729.697266
	Iteration 122Q: 3 clusters Score -1751002 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 11290 members 
Entering Unmasked Estep 
Score: -1751003.125000 Penalty: 4729.697266
	Iteration 123Q: 3 clusters Score -1751003 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 11287 members 
Entering Unmasked Estep 
Score: -1751003.875000 Penalty: 4729.697266
	Iteration 124Q: 3 clusters Score -1751004 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 11286 members 
Entering Unmasked Estep 
Score: -1751004.000000 Penalty: 4729.697266
	Iteration 125Q: 3 clusters Score -1751004 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 11286 members 
Entering Unmasked Estep 
Score: -1751004.000000 Penalty: 4729.697266
	Iteration 126F: 3 clusters Score -1751004 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (1044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Entering Unmasked Estep 
Score: -137518.375000 Penalty: 1723.802002
	Iteration 0F: 2 clusters Score -137518.4 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 563 members 
Entering Unmasked Estep 
Score: -135802.375000 Penalty: 3447.604004
	Iteration 0F: 3 clusters Score -135802.4 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -137656.593750 Penalty: 3447.604004
	Iteration 1F: 3 clusters Score -137656.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -138552.000000 Penalty: 3447.604004
	Iteration 2F: 3 clusters Score -138552 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -138910.750000 Penalty: 3447.604004
	Iteration 3F: 3 clusters Score -138910.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -138976.578125 Penalty: 3447.604004
	Iteration 4Q: 3 clusters Score -138976.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -139034.875000 Penalty: 3447.604004
	Iteration 5Q: 3 clusters Score -139034.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -139063.359375 Penalty: 3447.604004
	Iteration 6Q: 3 clusters Score -139063.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -139092.984375 Penalty: 3447.604004
	Iteration 7Q: 3 clusters Score -139093 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -139099.687500 Penalty: 3447.604004
	Iteration 8Q: 3 clusters Score -139099.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -139097.890625 Penalty: 3447.604004
	Iteration 9Q: 3 clusters Score -139097.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -139097.890625 Penalty: 3447.604004
	Iteration 10F: 3 clusters Score -139097.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 23711 members 
Mstep: Class 2 contains 6711 members 
Mstep: Class 3 contains 1099 members 
Mstep: Class 4 contains 224599 members 
Mstep: Class 5 contains 4151 members 
Mstep: Class 6 contains 2448 members 
Mstep: Class 7 contains 9641 members 
Mstep: Class 8 contains 13365 members 
Mstep: Class 9 contains 7626 members 
Mstep: Class 10 contains 27441 members 
Mstep: Class 11 contains 11153 members 
Mstep: Class 12 contains 662 members 
Mstep: Class 13 contains 2640 members 
Mstep: Class 14 contains 36724 members 
Mstep: Class 15 contains 185063 members 
Mstep: Class 16 contains 23459 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 18727 members 
Mstep: Class 19 contains 164728 members 
Mstep: Class 20 contains 57347 members 
Mstep: Class 21 contains 2444 members 
Mstep: Class 22 contains 1286 members 
Mstep: Class 23 contains 4453 members 
Mstep: Class 24 contains 1944 members 
Mstep: Class 25 contains 44502 members 
Mstep: Class 26 contains 60024 members 
Mstep: Class 27 contains 28291 members 
Mstep: Class 28 contains 1039 members 
Mstep: Class 29 contains 44998 members 
Mstep: Class 30 contains 12177 members 
Mstep: Class 31 contains 5574 members 
Mstep: Class 32 contains 493 members 
Mstep: Class 33 contains 8677 members 
Mstep: Class 34 contains 457 members 
Mstep: Class 35 contains 3432 members 
Mstep: Class 36 contains 8026 members 
Mstep: Class 37 contains 4211 members 
Mstep: Class 38 contains 419 members 
Mstep: Class 39 contains 1877 members 
Mstep: Class 40 contains 18160 members 
Mstep: Class 41 contains 414 members 
Mstep: Class 42 contains 2903 members 
Mstep: Class 43 contains 3402 members 
Mstep: Class 44 contains 5448 members 
Mstep: Class 45 contains 19567 members 
Mstep: Class 46 contains 13845 members 
Mstep: Class 47 contains 402 members 
Mstep: Class 48 contains 8323 members 
Mstep: Class 49 contains 27708 members 
Mstep: Class 50 contains 280 members 
Mstep: Class 51 contains 1003 members 
Mstep: Class 52 contains 526 members 
Mstep: Class 53 contains 3171 members 
Mstep: Class 54 contains 1522 members 
Mstep: Class 55 contains 2835 members 
Mstep: Class 56 contains 13769 members 
Mstep: Class 57 contains 593 members 
Mstep: Class 58 contains 392 members 
Mstep: Class 59 contains 587 members 
Mstep: Class 60 contains 3017 members 
Mstep: Class 61 contains 1583 members 
Mstep: Class 62 contains 1952 members 
Mstep: Class 63 contains 642 members 
Entering Unmasked Estep 
Score: -147513792.000000 Penalty: 218548.375000
Splitting cluster 47 changes total score from -147500400.000000 to -147513792.000000
So it's getting split into cluster 63.
Entering ConstructFrom: 
Trying to split cluster 48 (8323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Entering Unmasked Estep 
Score: -1052704.125000 Penalty: 2238.641113
	Iteration 0F: 2 clusters Score -1052704 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -1046096.625000 Penalty: 4477.282227
	Iteration 0F: 3 clusters Score -1046097 nChanged 3367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -1047943.750000 Penalty: 4477.282227
	Iteration 1F: 3 clusters Score -1047944 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -1048242.000000 Penalty: 4477.282227
	Iteration 2F: 3 clusters Score -1048242 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -1048471.375000 Penalty: 4477.282227
	Iteration 3Q: 3 clusters Score -1048471 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -1048709.500000 Penalty: 4477.282227
	Iteration 4Q: 3 clusters Score -1048710 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -1048976.875000 Penalty: 4477.282227
	Iteration 5Q: 3 clusters Score -1048977 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -1049300.625000 Penalty: 4477.282227
	Iteration 6Q: 3 clusters Score -1049301 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -1049639.875000 Penalty: 4477.282227
	Iteration 7F: 3 clusters Score -1049640 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -1049956.375000 Penalty: 4477.282227
	Iteration 8Q: 3 clusters Score -1049956 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -1050243.125000 Penalty: 4477.282227
	Iteration 9Q: 3 clusters Score -1050243 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -1050525.000000 Penalty: 4477.282227
	Iteration 10Q: 3 clusters Score -1050525 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -1050747.000000 Penalty: 4477.282227
	Iteration 11Q: 3 clusters Score -1050747 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -1050950.625000 Penalty: 4477.282227
	Iteration 12Q: 3 clusters Score -1050951 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -1051137.125000 Penalty: 4477.282227
	Iteration 13Q: 3 clusters Score -1051137 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -1051327.250000 Penalty: 4477.282227
	Iteration 14Q: 3 clusters Score -1051327 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -1051495.500000 Penalty: 4477.282227
	Iteration 15Q: 3 clusters Score -1051496 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -1051622.750000 Penalty: 4477.282227
	Iteration 16Q: 3 clusters Score -1051623 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -1051731.875000 Penalty: 4477.282227
	Iteration 17Q: 3 clusters Score -1051732 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -1051799.750000 Penalty: 4477.282227
	Iteration 18Q: 3 clusters Score -1051800 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -1051863.875000 Penalty: 4477.282227
	Iteration 19Q: 3 clusters Score -1051864 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -1051919.000000 Penalty: 4477.282227
	Iteration 20F: 3 clusters Score -1051919 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -1051959.125000 Penalty: 4477.282227
	Iteration 21Q: 3 clusters Score -1051959 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -1052016.125000 Penalty: 4477.282227
	Iteration 22Q: 3 clusters Score -1052016 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -1052096.375000 Penalty: 4477.282227
	Iteration 23Q: 3 clusters Score -1052096 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -1052182.000000 Penalty: 4477.282227
	Iteration 24Q: 3 clusters Score -1052182 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -1052257.000000 Penalty: 4477.282227
	Iteration 25Q: 3 clusters Score -1052257 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -1052318.500000 Penalty: 4477.282227
	Iteration 26Q: 3 clusters Score -1052318 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -1052350.750000 Penalty: 4477.282227
	Iteration 27Q: 3 clusters Score -1052351 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -1052366.875000 Penalty: 4477.282227
	Iteration 28Q: 3 clusters Score -1052367 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -1052374.250000 Penalty: 4477.282227
	Iteration 29Q: 3 clusters Score -1052374 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -1052375.750000 Penalty: 4477.282227
	Iteration 30Q: 3 clusters Score -1052376 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -1052378.250000 Penalty: 4477.282227
	Iteration 31Q: 3 clusters Score -1052378 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -1052380.250000 Penalty: 4477.282227
	Iteration 32Q: 3 clusters Score -1052380 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -1052380.250000 Penalty: 4477.282227
	Iteration 33Q: 3 clusters Score -1052380 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -1052380.375000 Penalty: 4477.282227
	Iteration 34Q: 3 clusters Score -1052380 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -1052380.875000 Penalty: 4477.282227
	Iteration 35Q: 3 clusters Score -1052381 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -1052381.500000 Penalty: 4477.282227
	Iteration 36Q: 3 clusters Score -1052382 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -1052382.250000 Penalty: 4477.282227
	Iteration 37Q: 3 clusters Score -1052382 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -1052380.875000 Penalty: 4477.282227
	Iteration 38Q: 3 clusters Score -1052381 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -1052380.750000 Penalty: 4477.282227
	Iteration 39Q: 3 clusters Score -1052381 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -1052380.750000 Penalty: 4477.282227
	Iteration 40F: 3 clusters Score -1052381 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (27708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27708 members 
Entering Unmasked Estep 
Score: -3531313.500000 Penalty: 2536.910156
	Iteration 0F: 2 clusters Score -3531314 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13768 members 
Mstep: Class 2 contains 13940 members 
Entering Unmasked Estep 
Score: -3512229.750000 Penalty: 5073.820312
	Iteration 0F: 3 clusters Score -3512230 nChanged 12444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13346 members 
Mstep: Class 2 contains 14362 members 
Entering Unmasked Estep 
Score: -3519160.000000 Penalty: 5073.820312
	Iteration 1F: 3 clusters Score -3519160 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12945 members 
Mstep: Class 2 contains 14763 members 
Entering Unmasked Estep 
Score: -3519877.000000 Penalty: 5073.820312
	Iteration 2F: 3 clusters Score -3519877 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12318 members 
Mstep: Class 2 contains 15390 members 
Entering Unmasked Estep 
Score: -3520684.500000 Penalty: 5073.820312
	Iteration 3F: 3 clusters Score -3520684 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11431 members 
Mstep: Class 2 contains 16277 members 
Entering Unmasked Estep 
Score: -3521575.500000 Penalty: 5073.820312
	Iteration 4F: 3 clusters Score -3521576 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10276 members 
Mstep: Class 2 contains 17432 members 
Entering Unmasked Estep 
Score: -3522658.750000 Penalty: 5073.820312
	Iteration 5F: 3 clusters Score -3522659 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 18796 members 
Entering Unmasked Estep 
Score: -3524020.000000 Penalty: 5073.820312
	Iteration 6F: 3 clusters Score -3524020 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 20205 members 
Entering Unmasked Estep 
Score: -3525414.500000 Penalty: 5073.820312
	Iteration 7F: 3 clusters Score -3525414 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 21585 members 
Entering Unmasked Estep 
Score: -3526665.250000 Penalty: 5073.820312
	Iteration 8F: 3 clusters Score -3526665 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 22779 members 
Entering Unmasked Estep 
Score: -3527641.500000 Penalty: 5073.820312
	Iteration 9Q: 3 clusters Score -3527642 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 23725 members 
Entering Unmasked Estep 
Score: -3528326.750000 Penalty: 5073.820312
	Iteration 10Q: 3 clusters Score -3528327 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 24460 members 
Entering Unmasked Estep 
Score: -3528819.500000 Penalty: 5073.820312
	Iteration 11Q: 3 clusters Score -3528820 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 25036 members 
Entering Unmasked Estep 
Score: -3529202.500000 Penalty: 5073.820312
	Iteration 12Q: 3 clusters Score -3529202 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 25456 members 
Entering Unmasked Estep 
Score: -3529450.750000 Penalty: 5073.820312
	Iteration 13Q: 3 clusters Score -3529451 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 25768 members 
Entering Unmasked Estep 
Score: -3529619.000000 Penalty: 5073.820312
	Iteration 14Q: 3 clusters Score -3529619 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 26014 members 
Entering Unmasked Estep 
Score: -3529750.750000 Penalty: 5073.820312
	Iteration 15Q: 3 clusters Score -3529751 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 26203 members 
Entering Unmasked Estep 
Score: -3529845.250000 Penalty: 5073.820312
	Iteration 16Q: 3 clusters Score -3529845 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 26352 members 
Entering Unmasked Estep 
Score: -3529916.750000 Penalty: 5073.820312
	Iteration 17Q: 3 clusters Score -3529917 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 26444 members 
Entering Unmasked Estep 
Score: -3529961.250000 Penalty: 5073.820312
	Iteration 18Q: 3 clusters Score -3529961 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 26514 members 
Entering Unmasked Estep 
Score: -3529993.000000 Penalty: 5073.820312
	Iteration 19Q: 3 clusters Score -3529993 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 26575 members 
Entering Unmasked Estep 
Score: -3530017.250000 Penalty: 5073.820312
	Iteration 20F: 3 clusters Score -3530017 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 26614 members 
Entering Unmasked Estep 
Score: -3530044.750000 Penalty: 5073.820312
	Iteration 21Q: 3 clusters Score -3530045 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 26638 members 
Entering Unmasked Estep 
Score: -3530044.500000 Penalty: 5073.820312
	Iteration 22Q: 3 clusters Score -3530044 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 26660 members 
Entering Unmasked Estep 
Score: -3530052.750000 Penalty: 5073.820312
	Iteration 23Q: 3 clusters Score -3530053 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 26673 members 
Entering Unmasked Estep 
Score: -3530048.750000 Penalty: 5073.820312
	Iteration 24Q: 3 clusters Score -3530049 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 26681 members 
Entering Unmasked Estep 
Score: -3530054.000000 Penalty: 5073.820312
	Iteration 25Q: 3 clusters Score -3530054 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 26688 members 
Entering Unmasked Estep 
Score: -3530059.500000 Penalty: 5073.820312
	Iteration 26Q: 3 clusters Score -3530060 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 26692 members 
Entering Unmasked Estep 
Score: -3530059.250000 Penalty: 5073.820312
	Iteration 27Q: 3 clusters Score -3530059 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 26698 members 
Entering Unmasked Estep 
Score: -3530060.000000 Penalty: 5073.820312
	Iteration 28Q: 3 clusters Score -3530060 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 26702 members 
Entering Unmasked Estep 
Score: -3530055.750000 Penalty: 5073.820312
	Iteration 29Q: 3 clusters Score -3530056 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 26709 members 
Entering Unmasked Estep 
Score: -3530062.000000 Penalty: 5073.820312
	Iteration 30Q: 3 clusters Score -3530062 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 26714 members 
Entering Unmasked Estep 
Score: -3530063.000000 Penalty: 5073.820312
	Iteration 31Q: 3 clusters Score -3530063 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 26718 members 
Entering Unmasked Estep 
Score: -3530067.000000 Penalty: 5073.820312
	Iteration 32Q: 3 clusters Score -3530067 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 26723 members 
Entering Unmasked Estep 
Score: -3530068.000000 Penalty: 5073.820312
	Iteration 33Q: 3 clusters Score -3530068 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 26729 members 
Entering Unmasked Estep 
Score: -3530075.250000 Penalty: 5073.820312
	Iteration 34Q: 3 clusters Score -3530075 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 26733 members 
Entering Unmasked Estep 
Score: -3530075.750000 Penalty: 5073.820312
	Iteration 35Q: 3 clusters Score -3530076 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 26737 members 
Entering Unmasked Estep 
Score: -3530074.750000 Penalty: 5073.820312
	Iteration 36Q: 3 clusters Score -3530075 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 26742 members 
Entering Unmasked Estep 
Score: -3530075.750000 Penalty: 5073.820312
	Iteration 37Q: 3 clusters Score -3530076 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 26746 members 
Entering Unmasked Estep 
Score: -3530076.750000 Penalty: 5073.820312
	Iteration 38Q: 3 clusters Score -3530077 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 26747 members 
Entering Unmasked Estep 
Score: -3530077.000000 Penalty: 5073.820312
	Iteration 39Q: 3 clusters Score -3530077 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 26747 members 
Entering Unmasked Estep 
Score: -3530077.000000 Penalty: 5073.820312
	Iteration 40F: 3 clusters Score -3530077 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Entering Unmasked Estep 
Score: -21021.511719 Penalty: 1397.427734
	Iteration 0F: 2 clusters Score -21021.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -20038.494141 Penalty: 2794.855469
	Iteration 0F: 3 clusters Score -20038.49 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -20360.736328 Penalty: 2794.855469
	Iteration 1F: 3 clusters Score -20360.74 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -20481.175781 Penalty: 2794.855469
	Iteration 2F: 3 clusters Score -20481.18 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -20529.056641 Penalty: 2794.855469
	Iteration 3Q: 3 clusters Score -20529.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -20541.199219 Penalty: 2794.855469
	Iteration 4Q: 3 clusters Score -20541.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -20543.257812 Penalty: 2794.855469
	Iteration 5Q: 3 clusters Score -20543.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -20543.257812 Penalty: 2794.855469
	Iteration 6F: 3 clusters Score -20543.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 23711 members 
Mstep: Class 2 contains 6711 members 
Mstep: Class 3 contains 1099 members 
Mstep: Class 4 contains 224599 members 
Mstep: Class 5 contains 4151 members 
Mstep: Class 6 contains 2448 members 
Mstep: Class 7 contains 9641 members 
Mstep: Class 8 contains 13365 members 
Mstep: Class 9 contains 7626 members 
Mstep: Class 10 contains 27441 members 
Mstep: Class 11 contains 11153 members 
Mstep: Class 12 contains 662 members 
Mstep: Class 13 contains 2640 members 
Mstep: Class 14 contains 36724 members 
Mstep: Class 15 contains 185063 members 
Mstep: Class 16 contains 23459 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 18727 members 
Mstep: Class 19 contains 164728 members 
Mstep: Class 20 contains 57347 members 
Mstep: Class 21 contains 2444 members 
Mstep: Class 22 contains 1286 members 
Mstep: Class 23 contains 4453 members 
Mstep: Class 24 contains 1944 members 
Mstep: Class 25 contains 44502 members 
Mstep: Class 26 contains 60024 members 
Mstep: Class 27 contains 28291 members 
Mstep: Class 28 contains 1039 members 
Mstep: Class 29 contains 44998 members 
Mstep: Class 30 contains 12177 members 
Mstep: Class 31 contains 5574 members 
Mstep: Class 32 contains 493 members 
Mstep: Class 33 contains 8677 members 
Mstep: Class 34 contains 457 members 
Mstep: Class 35 contains 3432 members 
Mstep: Class 36 contains 8026 members 
Mstep: Class 37 contains 4211 members 
Mstep: Class 38 contains 419 members 
Mstep: Class 39 contains 1877 members 
Mstep: Class 40 contains 18160 members 
Mstep: Class 41 contains 414 members 
Mstep: Class 42 contains 2903 members 
Mstep: Class 43 contains 3402 members 
Mstep: Class 44 contains 5448 members 
Mstep: Class 45 contains 19567 members 
Mstep: Class 46 contains 13845 members 
Mstep: Class 47 contains 402 members 
Mstep: Class 48 contains 8323 members 
Mstep: Class 49 contains 27708 members 
Mstep: Class 50 contains 280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147517952.000000 Penalty: 218548.375000
Iteration 119Q: 64 clusters Score -1.47518e+08 nChanged 6595
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 23689 members 
Mstep: Class 2 contains 6672 members 
Mstep: Class 3 contains 1123 members 
Mstep: Class 4 contains 224616 members 
Mstep: Class 5 contains 4150 members 
Mstep: Class 6 contains 2394 members 
Mstep: Class 7 contains 9646 members 
Mstep: Class 8 contains 13379 members 
Mstep: Class 9 contains 7629 members 
Mstep: Class 10 contains 27438 members 
Mstep: Class 11 contains 11341 members 
Mstep: Class 12 contains 700 members 
Mstep: Class 13 contains 2773 members 
Mstep: Class 14 contains 36650 members 
Mstep: Class 15 contains 185273 members 
Mstep: Class 16 contains 23453 members 
Mstep: Class 17 contains 541 members 
Mstep: Class 18 contains 18749 members 
Mstep: Class 19 contains 164737 members 
Mstep: Class 20 contains 57637 members 
Mstep: Class 21 contains 2434 members 
Mstep: Class 22 contains 1268 members 
Mstep: Class 23 contains 4461 members 
Mstep: Class 24 contains 2134 members 
Mstep: Class 25 contains 44626 members 
Mstep: Class 26 contains 60030 members 
Mstep: Class 27 contains 28283 members 
Mstep: Class 28 contains 1049 members 
Mstep: Class 29 contains 45234 members 
Mstep: Class 30 contains 12014 members 
Mstep: Class 31 contains 5604 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8674 members 
Mstep: Class 34 contains 453 members 
Mstep: Class 35 contains 3431 members 
Mstep: Class 36 contains 8012 members 
Mstep: Class 37 contains 4243 members 
Mstep: Class 38 contains 418 members 
Mstep: Class 39 contains 1764 members 
Mstep: Class 40 contains 18224 members 
Mstep: Class 41 contains 418 members 
Mstep: Class 42 contains 2918 members 
Mstep: Class 43 contains 3434 members 
Mstep: Class 44 contains 5510 members 
Mstep: Class 45 contains 19690 members 
Mstep: Class 46 contains 13874 members 
Mstep: Class 47 contains 403 members 
Mstep: Class 48 contains 8389 members 
Mstep: Class 49 contains 27786 members 
Mstep: Class 50 contains 280 members 
Mstep: Class 51 contains 981 members 
Mstep: Class 52 contains 521 members 
Mstep: Class 53 contains 2897 members 
Mstep: Class 54 contains 1446 members 
Mstep: Class 55 contains 2770 members 
Mstep: Class 56 contains 12951 members 
Mstep: Class 57 contains 593 members 
Mstep: Class 58 contains 387 members 
Mstep: Class 59 contains 583 members 
Mstep: Class 60 contains 2846 members 
Mstep: Class 61 contains 1499 members 
Mstep: Class 62 contains 1965 members 
Mstep: Class 63 contains 626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147522576.000000 Penalty: 218548.375000
Iteration 120F: 64 clusters Score -1.475226e+08 nChanged 6133
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 23620 members 
Mstep: Class 2 contains 6667 members 
Mstep: Class 3 contains 1109 members 
Mstep: Class 4 contains 224581 members 
Mstep: Class 5 contains 4148 members 
Mstep: Class 6 contains 2362 members 
Mstep: Class 7 contains 9584 members 
Mstep: Class 8 contains 13343 members 
Mstep: Class 9 contains 7615 members 
Mstep: Class 10 contains 27437 members 
Mstep: Class 11 contains 11285 members 
Mstep: Class 12 contains 718 members 
Mstep: Class 13 contains 2850 members 
Mstep: Class 14 contains 36518 members 
Mstep: Class 15 contains 185162 members 
Mstep: Class 16 contains 23413 members 
Mstep: Class 17 contains 540 members 
Mstep: Class 18 contains 18654 members 
Mstep: Class 19 contains 164655 members 
Mstep: Class 20 contains 57696 members 
Mstep: Class 21 contains 2432 members 
Mstep: Class 22 contains 1249 members 
Mstep: Class 23 contains 4433 members 
Mstep: Class 24 contains 2243 members 
Mstep: Class 25 contains 44045 members 
Mstep: Class 26 contains 59992 members 
Mstep: Class 27 contains 28308 members 
Mstep: Class 28 contains 1063 members 
Mstep: Class 29 contains 45357 members 
Mstep: Class 30 contains 11900 members 
Mstep: Class 31 contains 5655 members 
Mstep: Class 32 contains 491 members 
Mstep: Class 33 contains 8616 members 
Mstep: Class 34 contains 452 members 
Mstep: Class 35 contains 3420 members 
Mstep: Class 36 contains 7982 members 
Mstep: Class 37 contains 4271 members 
Mstep: Class 38 contains 416 members 
Mstep: Class 39 contains 1730 members 
Mstep: Class 40 contains 18274 members 
Mstep: Class 41 contains 422 members 
Mstep: Class 42 contains 2932 members 
Mstep: Class 43 contains 3463 members 
Mstep: Class 44 contains 5433 members 
Mstep: Class 45 contains 19513 members 
Mstep: Class 46 contains 13782 members 
Mstep: Class 47 contains 399 members 
Mstep: Class 48 contains 8330 members 
Mstep: Class 49 contains 27714 members 
Mstep: Class 50 contains 278 members 
Mstep: Class 51 contains 980 members 
Mstep: Class 52 contains 537 members 
Mstep: Class 53 contains 2975 members 
Mstep: Class 54 contains 1489 members 
Mstep: Class 55 contains 3135 members 
Mstep: Class 56 contains 13649 members 
Mstep: Class 57 contains 598 members 
Mstep: Class 58 contains 393 members 
Mstep: Class 59 contains 593 members 
Mstep: Class 60 contains 3143 members 
Mstep: Class 61 contains 1564 members 
Mstep: Class 62 contains 1975 members 
Mstep: Class 63 contains 623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147524288.000000 Penalty: 218548.375000
Iteration 121Q: 64 clusters Score -1.475243e+08 nChanged 4280
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 23570 members 
Mstep: Class 2 contains 6674 members 
Mstep: Class 3 contains 1101 members 
Mstep: Class 4 contains 224549 members 
Mstep: Class 5 contains 4148 members 
Mstep: Class 6 contains 2341 members 
Mstep: Class 7 contains 9547 members 
Mstep: Class 8 contains 13337 members 
Mstep: Class 9 contains 7605 members 
Mstep: Class 10 contains 27441 members 
Mstep: Class 11 contains 11293 members 
Mstep: Class 12 contains 724 members 
Mstep: Class 13 contains 2909 members 
Mstep: Class 14 contains 36432 members 
Mstep: Class 15 contains 185034 members 
Mstep: Class 16 contains 23384 members 
Mstep: Class 17 contains 540 members 
Mstep: Class 18 contains 18564 members 
Mstep: Class 19 contains 164598 members 
Mstep: Class 20 contains 57715 members 
Mstep: Class 21 contains 2428 members 
Mstep: Class 22 contains 1242 members 
Mstep: Class 23 contains 4415 members 
Mstep: Class 24 contains 2323 members 
Mstep: Class 25 contains 43547 members 
Mstep: Class 26 contains 59967 members 
Mstep: Class 27 contains 28387 members 
Mstep: Class 28 contains 1075 members 
Mstep: Class 29 contains 45448 members 
Mstep: Class 30 contains 11818 members 
Mstep: Class 31 contains 5688 members 
Mstep: Class 32 contains 491 members 
Mstep: Class 33 contains 8579 members 
Mstep: Class 34 contains 452 members 
Mstep: Class 35 contains 3412 members 
Mstep: Class 36 contains 7970 members 
Mstep: Class 37 contains 4299 members 
Mstep: Class 38 contains 416 members 
Mstep: Class 39 contains 1704 members 
Mstep: Class 40 contains 18326 members 
Mstep: Class 41 contains 424 members 
Mstep: Class 42 contains 2948 members 
Mstep: Class 43 contains 3504 members 
Mstep: Class 44 contains 5414 members 
Mstep: Class 45 contains 19475 members 
Mstep: Class 46 contains 13694 members 
Mstep: Class 47 contains 396 members 
Mstep: Class 48 contains 8304 members 
Mstep: Class 49 contains 27650 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 977 members 
Mstep: Class 52 contains 546 members 
Mstep: Class 53 contains 2998 members 
Mstep: Class 54 contains 1500 members 
Mstep: Class 55 contains 3375 members 
Mstep: Class 56 contains 14111 members 
Mstep: Class 57 contains 603 members 
Mstep: Class 58 contains 397 members 
Mstep: Class 59 contains 593 members 
Mstep: Class 60 contains 3337 members 
Mstep: Class 61 contains 1600 members 
Mstep: Class 62 contains 1970 members 
Mstep: Class 63 contains 620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147526032.000000 Penalty: 218548.375000
Iteration 122Q: 64 clusters Score -1.47526e+08 nChanged 3486
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 23516 members 
Mstep: Class 2 contains 6674 members 
Mstep: Class 3 contains 1093 members 
Mstep: Class 4 contains 224522 members 
Mstep: Class 5 contains 4146 members 
Mstep: Class 6 contains 2323 members 
Mstep: Class 7 contains 9520 members 
Mstep: Class 8 contains 13343 members 
Mstep: Class 9 contains 7596 members 
Mstep: Class 10 contains 27438 members 
Mstep: Class 11 contains 11307 members 
Mstep: Class 12 contains 734 members 
Mstep: Class 13 contains 2954 members 
Mstep: Class 14 contains 36362 members 
Mstep: Class 15 contains 184913 members 
Mstep: Class 16 contains 23361 members 
Mstep: Class 17 contains 540 members 
Mstep: Class 18 contains 18477 members 
Mstep: Class 19 contains 164558 members 
Mstep: Class 20 contains 57679 members 
Mstep: Class 21 contains 2422 members 
Mstep: Class 22 contains 1236 members 
Mstep: Class 23 contains 4407 members 
Mstep: Class 24 contains 2395 members 
Mstep: Class 25 contains 43133 members 
Mstep: Class 26 contains 59937 members 
Mstep: Class 27 contains 28451 members 
Mstep: Class 28 contains 1083 members 
Mstep: Class 29 contains 45511 members 
Mstep: Class 30 contains 11744 members 
Mstep: Class 31 contains 5736 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8551 members 
Mstep: Class 34 contains 452 members 
Mstep: Class 35 contains 3402 members 
Mstep: Class 36 contains 7976 members 
Mstep: Class 37 contains 4318 members 
Mstep: Class 38 contains 416 members 
Mstep: Class 39 contains 1688 members 
Mstep: Class 40 contains 18381 members 
Mstep: Class 41 contains 424 members 
Mstep: Class 42 contains 2962 members 
Mstep: Class 43 contains 3536 members 
Mstep: Class 44 contains 5398 members 
Mstep: Class 45 contains 19544 members 
Mstep: Class 46 contains 13608 members 
Mstep: Class 47 contains 396 members 
Mstep: Class 48 contains 8281 members 
Mstep: Class 49 contains 27594 members 
Mstep: Class 50 contains 276 members 
Mstep: Class 51 contains 973 members 
Mstep: Class 52 contains 546 members 
Mstep: Class 53 contains 3014 members 
Mstep: Class 54 contains 1515 members 
Mstep: Class 55 contains 3524 members 
Mstep: Class 56 contains 14501 members 
Mstep: Class 57 contains 607 members 
Mstep: Class 58 contains 399 members 
Mstep: Class 59 contains 595 members 
Mstep: Class 60 contains 3508 members 
Mstep: Class 61 contains 1633 members 
Mstep: Class 62 contains 1969 members 
Mstep: Class 63 contains 616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147526912.000000 Penalty: 218548.375000
Iteration 123Q: 64 clusters Score -1.475269e+08 nChanged 3075
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 23456 members 
Mstep: Class 2 contains 6685 members 
Mstep: Class 3 contains 1092 members 
Mstep: Class 4 contains 224488 members 
Mstep: Class 5 contains 4146 members 
Mstep: Class 6 contains 2310 members 
Mstep: Class 7 contains 9523 members 
Mstep: Class 8 contains 13375 members 
Mstep: Class 9 contains 7587 members 
Mstep: Class 10 contains 27436 members 
Mstep: Class 11 contains 11309 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 3011 members 
Mstep: Class 14 contains 36301 members 
Mstep: Class 15 contains 184789 members 
Mstep: Class 16 contains 23347 members 
Mstep: Class 17 contains 540 members 
Mstep: Class 18 contains 18385 members 
Mstep: Class 19 contains 164509 members 
Mstep: Class 20 contains 57610 members 
Mstep: Class 21 contains 2418 members 
Mstep: Class 22 contains 1232 members 
Mstep: Class 23 contains 4399 members 
Mstep: Class 24 contains 2445 members 
Mstep: Class 25 contains 42771 members 
Mstep: Class 26 contains 59915 members 
Mstep: Class 27 contains 28505 members 
Mstep: Class 28 contains 1090 members 
Mstep: Class 29 contains 45543 members 
Mstep: Class 30 contains 11678 members 
Mstep: Class 31 contains 5786 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8528 members 
Mstep: Class 34 contains 452 members 
Mstep: Class 35 contains 3398 members 
Mstep: Class 36 contains 7980 members 
Mstep: Class 37 contains 4335 members 
Mstep: Class 38 contains 416 members 
Mstep: Class 39 contains 1699 members 
Mstep: Class 40 contains 18427 members 
Mstep: Class 41 contains 423 members 
Mstep: Class 42 contains 2966 members 
Mstep: Class 43 contains 3568 members 
Mstep: Class 44 contains 5385 members 
Mstep: Class 45 contains 19655 members 
Mstep: Class 46 contains 13535 members 
Mstep: Class 47 contains 396 members 
Mstep: Class 48 contains 8271 members 
Mstep: Class 49 contains 27535 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 971 members 
Mstep: Class 52 contains 543 members 
Mstep: Class 53 contains 3019 members 
Mstep: Class 54 contains 1520 members 
Mstep: Class 55 contains 3639 members 
Mstep: Class 56 contains 14848 members 
Mstep: Class 57 contains 608 members 
Mstep: Class 58 contains 400 members 
Mstep: Class 59 contains 594 members 
Mstep: Class 60 contains 3658 members 
Mstep: Class 61 contains 1658 members 
Mstep: Class 62 contains 1967 members 
Mstep: Class 63 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147527504.000000 Penalty: 218548.375000
Iteration 124Q: 64 clusters Score -1.475275e+08 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 23380 members 
Mstep: Class 2 contains 6704 members 
Mstep: Class 3 contains 1090 members 
Mstep: Class 4 contains 224485 members 
Mstep: Class 5 contains 4146 members 
Mstep: Class 6 contains 2305 members 
Mstep: Class 7 contains 9521 members 
Mstep: Class 8 contains 13416 members 
Mstep: Class 9 contains 7590 members 
Mstep: Class 10 contains 27439 members 
Mstep: Class 11 contains 11327 members 
Mstep: Class 12 contains 762 members 
Mstep: Class 13 contains 3036 members 
Mstep: Class 14 contains 36268 members 
Mstep: Class 15 contains 184669 members 
Mstep: Class 16 contains 23326 members 
Mstep: Class 17 contains 540 members 
Mstep: Class 18 contains 18302 members 
Mstep: Class 19 contains 164472 members 
Mstep: Class 20 contains 57533 members 
Mstep: Class 21 contains 2415 members 
Mstep: Class 22 contains 1232 members 
Mstep: Class 23 contains 4398 members 
Mstep: Class 24 contains 2500 members 
Mstep: Class 25 contains 42451 members 
Mstep: Class 26 contains 59866 members 
Mstep: Class 27 contains 28551 members 
Mstep: Class 28 contains 1091 members 
Mstep: Class 29 contains 45576 members 
Mstep: Class 30 contains 11617 members 
Mstep: Class 31 contains 5825 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8518 members 
Mstep: Class 34 contains 452 members 
Mstep: Class 35 contains 3394 members 
Mstep: Class 36 contains 7992 members 
Mstep: Class 37 contains 4348 members 
Mstep: Class 38 contains 417 members 
Mstep: Class 39 contains 1711 members 
Mstep: Class 40 contains 18470 members 
Mstep: Class 41 contains 422 members 
Mstep: Class 42 contains 2970 members 
Mstep: Class 43 contains 3596 members 
Mstep: Class 44 contains 5379 members 
Mstep: Class 45 contains 19724 members 
Mstep: Class 46 contains 13464 members 
Mstep: Class 47 contains 396 members 
Mstep: Class 48 contains 8258 members 
Mstep: Class 49 contains 27488 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 971 members 
Mstep: Class 52 contains 535 members 
Mstep: Class 53 contains 3033 members 
Mstep: Class 54 contains 1524 members 
Mstep: Class 55 contains 3731 members 
Mstep: Class 56 contains 15162 members 
Mstep: Class 57 contains 610 members 
Mstep: Class 58 contains 401 members 
Mstep: Class 59 contains 592 members 
Mstep: Class 60 contains 3792 members 
Mstep: Class 61 contains 1678 members 
Mstep: Class 62 contains 1964 members 
Mstep: Class 63 contains 612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147528160.000000 Penalty: 218548.375000
Iteration 125Q: 64 clusters Score -1.475282e+08 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 23331 members 
Mstep: Class 2 contains 6713 members 
Mstep: Class 3 contains 1089 members 
Mstep: Class 4 contains 224455 members 
Mstep: Class 5 contains 4145 members 
Mstep: Class 6 contains 2302 members 
Mstep: Class 7 contains 9516 members 
Mstep: Class 8 contains 13486 members 
Mstep: Class 9 contains 7591 members 
Mstep: Class 10 contains 27438 members 
Mstep: Class 11 contains 11340 members 
Mstep: Class 12 contains 766 members 
Mstep: Class 13 contains 3044 members 
Mstep: Class 14 contains 36222 members 
Mstep: Class 15 contains 184555 members 
Mstep: Class 16 contains 23307 members 
Mstep: Class 17 contains 540 members 
Mstep: Class 18 contains 18234 members 
Mstep: Class 19 contains 164447 members 
Mstep: Class 20 contains 57466 members 
Mstep: Class 21 contains 2415 members 
Mstep: Class 22 contains 1231 members 
Mstep: Class 23 contains 4394 members 
Mstep: Class 24 contains 2547 members 
Mstep: Class 25 contains 42157 members 
Mstep: Class 26 contains 59835 members 
Mstep: Class 27 contains 28600 members 
Mstep: Class 28 contains 1091 members 
Mstep: Class 29 contains 45596 members 
Mstep: Class 30 contains 11569 members 
Mstep: Class 31 contains 5856 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8511 members 
Mstep: Class 34 contains 452 members 
Mstep: Class 35 contains 3389 members 
Mstep: Class 36 contains 7996 members 
Mstep: Class 37 contains 4357 members 
Mstep: Class 38 contains 417 members 
Mstep: Class 39 contains 1725 members 
Mstep: Class 40 contains 18516 members 
Mstep: Class 41 contains 422 members 
Mstep: Class 42 contains 2975 members 
Mstep: Class 43 contains 3626 members 
Mstep: Class 44 contains 5382 members 
Mstep: Class 45 contains 19803 members 
Mstep: Class 46 contains 13402 members 
Mstep: Class 47 contains 396 members 
Mstep: Class 48 contains 8250 members 
Mstep: Class 49 contains 27437 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 971 members 
Mstep: Class 52 contains 532 members 
Mstep: Class 53 contains 3040 members 
Mstep: Class 54 contains 1532 members 
Mstep: Class 55 contains 3804 members 
Mstep: Class 56 contains 15448 members 
Mstep: Class 57 contains 611 members 
Mstep: Class 58 contains 402 members 
Mstep: Class 59 contains 589 members 
Mstep: Class 60 contains 3919 members 
Mstep: Class 61 contains 1687 members 
Mstep: Class 62 contains 1956 members 
Mstep: Class 63 contains 612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147528848.000000 Penalty: 218548.375000
Iteration 126Q: 64 clusters Score -1.475288e+08 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 23294 members 
Mstep: Class 2 contains 6731 members 
Mstep: Class 3 contains 1089 members 
Mstep: Class 4 contains 224433 members 
Mstep: Class 5 contains 4145 members 
Mstep: Class 6 contains 2300 members 
Mstep: Class 7 contains 9517 members 
Mstep: Class 8 contains 13520 members 
Mstep: Class 9 contains 7588 members 
Mstep: Class 10 contains 27436 members 
Mstep: Class 11 contains 11357 members 
Mstep: Class 12 contains 768 members 
Mstep: Class 13 contains 3053 members 
Mstep: Class 14 contains 36201 members 
Mstep: Class 15 contains 184458 members 
Mstep: Class 16 contains 23295 members 
Mstep: Class 17 contains 540 members 
Mstep: Class 18 contains 18176 members 
Mstep: Class 19 contains 164415 members 
Mstep: Class 20 contains 57364 members 
Mstep: Class 21 contains 2414 members 
Mstep: Class 22 contains 1231 members 
Mstep: Class 23 contains 4396 members 
Mstep: Class 24 contains 2581 members 
Mstep: Class 25 contains 41887 members 
Mstep: Class 26 contains 59795 members 
Mstep: Class 27 contains 28650 members 
Mstep: Class 28 contains 1092 members 
Mstep: Class 29 contains 45612 members 
Mstep: Class 30 contains 11523 members 
Mstep: Class 31 contains 5878 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8507 members 
Mstep: Class 34 contains 452 members 
Mstep: Class 35 contains 3388 members 
Mstep: Class 36 contains 8008 members 
Mstep: Class 37 contains 4366 members 
Mstep: Class 38 contains 417 members 
Mstep: Class 39 contains 1738 members 
Mstep: Class 40 contains 18557 members 
Mstep: Class 41 contains 422 members 
Mstep: Class 42 contains 2982 members 
Mstep: Class 43 contains 3658 members 
Mstep: Class 44 contains 5375 members 
Mstep: Class 45 contains 19918 members 
Mstep: Class 46 contains 13353 members 
Mstep: Class 47 contains 396 members 
Mstep: Class 48 contains 8250 members 
Mstep: Class 49 contains 27391 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 972 members 
Mstep: Class 52 contains 532 members 
Mstep: Class 53 contains 3041 members 
Mstep: Class 54 contains 1541 members 
Mstep: Class 55 contains 3858 members 
Mstep: Class 56 contains 15700 members 
Mstep: Class 57 contains 612 members 
Mstep: Class 58 contains 402 members 
Mstep: Class 59 contains 588 members 
Mstep: Class 60 contains 4017 members 
Mstep: Class 61 contains 1695 members 
Mstep: Class 62 contains 1951 members 
Mstep: Class 63 contains 611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147528768.000000 Penalty: 218548.375000
Iteration 127Q: 64 clusters Score -1.475288e+08 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 23269 members 
Mstep: Class 2 contains 6758 members 
Mstep: Class 3 contains 1086 members 
Mstep: Class 4 contains 224402 members 
Mstep: Class 5 contains 4145 members 
Mstep: Class 6 contains 2300 members 
Mstep: Class 7 contains 9520 members 
Mstep: Class 8 contains 13553 members 
Mstep: Class 9 contains 7583 members 
Mstep: Class 10 contains 27432 members 
Mstep: Class 11 contains 11381 members 
Mstep: Class 12 contains 770 members 
Mstep: Class 13 contains 3057 members 
Mstep: Class 14 contains 36165 members 
Mstep: Class 15 contains 184363 members 
Mstep: Class 16 contains 23279 members 
Mstep: Class 17 contains 540 members 
Mstep: Class 18 contains 18121 members 
Mstep: Class 19 contains 164400 members 
Mstep: Class 20 contains 57263 members 
Mstep: Class 21 contains 2410 members 
Mstep: Class 22 contains 1231 members 
Mstep: Class 23 contains 4392 members 
Mstep: Class 24 contains 2609 members 
Mstep: Class 25 contains 41637 members 
Mstep: Class 26 contains 59766 members 
Mstep: Class 27 contains 28696 members 
Mstep: Class 28 contains 1093 members 
Mstep: Class 29 contains 45624 members 
Mstep: Class 30 contains 11491 members 
Mstep: Class 31 contains 5895 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8503 members 
Mstep: Class 34 contains 452 members 
Mstep: Class 35 contains 3380 members 
Mstep: Class 36 contains 8015 members 
Mstep: Class 37 contains 4377 members 
Mstep: Class 38 contains 417 members 
Mstep: Class 39 contains 1750 members 
Mstep: Class 40 contains 18606 members 
Mstep: Class 41 contains 422 members 
Mstep: Class 42 contains 2986 members 
Mstep: Class 43 contains 3679 members 
Mstep: Class 44 contains 5373 members 
Mstep: Class 45 contains 20049 members 
Mstep: Class 46 contains 13330 members 
Mstep: Class 47 contains 396 members 
Mstep: Class 48 contains 8249 members 
Mstep: Class 49 contains 27347 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 976 members 
Mstep: Class 52 contains 532 members 
Mstep: Class 53 contains 3050 members 
Mstep: Class 54 contains 1545 members 
Mstep: Class 55 contains 3910 members 
Mstep: Class 56 contains 15912 members 
Mstep: Class 57 contains 612 members 
Mstep: Class 58 contains 402 members 
Mstep: Class 59 contains 586 members 
Mstep: Class 60 contains 4091 members 
Mstep: Class 61 contains 1701 members 
Mstep: Class 62 contains 1948 members 
Mstep: Class 63 contains 610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147529056.000000 Penalty: 218548.375000
Iteration 128Q: 64 clusters Score -1.475291e+08 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 23238 members 
Mstep: Class 2 contains 6785 members 
Mstep: Class 3 contains 1080 members 
Mstep: Class 4 contains 224368 members 
Mstep: Class 5 contains 4145 members 
Mstep: Class 6 contains 2301 members 
Mstep: Class 7 contains 9514 members 
Mstep: Class 8 contains 13573 members 
Mstep: Class 9 contains 7584 members 
Mstep: Class 10 contains 27436 members 
Mstep: Class 11 contains 11415 members 
Mstep: Class 12 contains 771 members 
Mstep: Class 13 contains 3062 members 
Mstep: Class 14 contains 36142 members 
Mstep: Class 15 contains 184247 members 
Mstep: Class 16 contains 23267 members 
Mstep: Class 17 contains 540 members 
Mstep: Class 18 contains 18068 members 
Mstep: Class 19 contains 164409 members 
Mstep: Class 20 contains 57171 members 
Mstep: Class 21 contains 2406 members 
Mstep: Class 22 contains 1229 members 
Mstep: Class 23 contains 4390 members 
Mstep: Class 24 contains 2637 members 
Mstep: Class 25 contains 41412 members 
Mstep: Class 26 contains 59745 members 
Mstep: Class 27 contains 28748 members 
Mstep: Class 28 contains 1095 members 
Mstep: Class 29 contains 45639 members 
Mstep: Class 30 contains 11455 members 
Mstep: Class 31 contains 5915 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8493 members 
Mstep: Class 34 contains 452 members 
Mstep: Class 35 contains 3379 members 
Mstep: Class 36 contains 8019 members 
Mstep: Class 37 contains 4385 members 
Mstep: Class 38 contains 417 members 
Mstep: Class 39 contains 1755 members 
Mstep: Class 40 contains 18664 members 
Mstep: Class 41 contains 422 members 
Mstep: Class 42 contains 2990 members 
Mstep: Class 43 contains 3706 members 
Mstep: Class 44 contains 5372 members 
Mstep: Class 45 contains 20162 members 
Mstep: Class 46 contains 13320 members 
Mstep: Class 47 contains 395 members 
Mstep: Class 48 contains 8240 members 
Mstep: Class 49 contains 27302 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 984 members 
Mstep: Class 52 contains 532 members 
Mstep: Class 53 contains 3055 members 
Mstep: Class 54 contains 1547 members 
Mstep: Class 55 contains 3959 members 
Mstep: Class 56 contains 16081 members 
Mstep: Class 57 contains 614 members 
Mstep: Class 58 contains 402 members 
Mstep: Class 59 contains 586 members 
Mstep: Class 60 contains 4161 members 
Mstep: Class 61 contains 1703 members 
Mstep: Class 62 contains 1945 members 
Mstep: Class 63 contains 608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147529600.000000 Penalty: 218548.375000
Iteration 129Q: 64 clusters Score -1.475296e+08 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 23232 members 
Mstep: Class 2 contains 6812 members 
Mstep: Class 3 contains 1068 members 
Mstep: Class 4 contains 224317 members 
Mstep: Class 5 contains 4145 members 
Mstep: Class 6 contains 2303 members 
Mstep: Class 7 contains 9507 members 
Mstep: Class 8 contains 13594 members 
Mstep: Class 9 contains 7586 members 
Mstep: Class 10 contains 27425 members 
Mstep: Class 11 contains 11442 members 
Mstep: Class 12 contains 772 members 
Mstep: Class 13 contains 3075 members 
Mstep: Class 14 contains 36107 members 
Mstep: Class 15 contains 184135 members 
Mstep: Class 16 contains 23248 members 
Mstep: Class 17 contains 540 members 
Mstep: Class 18 contains 18012 members 
Mstep: Class 19 contains 164428 members 
Mstep: Class 20 contains 57120 members 
Mstep: Class 21 contains 2402 members 
Mstep: Class 22 contains 1229 members 
Mstep: Class 23 contains 4388 members 
Mstep: Class 24 contains 2662 members 
Mstep: Class 25 contains 41254 members 
Mstep: Class 26 contains 59703 members 
Mstep: Class 27 contains 28788 members 
Mstep: Class 28 contains 1097 members 
Mstep: Class 29 contains 45648 members 
Mstep: Class 30 contains 11426 members 
Mstep: Class 31 contains 5937 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8487 members 
Mstep: Class 34 contains 452 members 
Mstep: Class 35 contains 3379 members 
Mstep: Class 36 contains 8025 members 
Mstep: Class 37 contains 4396 members 
Mstep: Class 38 contains 417 members 
Mstep: Class 39 contains 1761 members 
Mstep: Class 40 contains 18716 members 
Mstep: Class 41 contains 422 members 
Mstep: Class 42 contains 2991 members 
Mstep: Class 43 contains 3738 members 
Mstep: Class 44 contains 5366 members 
Mstep: Class 45 contains 20259 members 
Mstep: Class 46 contains 13304 members 
Mstep: Class 47 contains 394 members 
Mstep: Class 48 contains 8239 members 
Mstep: Class 49 contains 27270 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 1001 members 
Mstep: Class 52 contains 532 members 
Mstep: Class 53 contains 3055 members 
Mstep: Class 54 contains 1553 members 
Mstep: Class 55 contains 4000 members 
Mstep: Class 56 contains 16207 members 
Mstep: Class 57 contains 616 members 
Mstep: Class 58 contains 402 members 
Mstep: Class 59 contains 586 members 
Mstep: Class 60 contains 4219 members 
Mstep: Class 61 contains 1704 members 
Mstep: Class 62 contains 1939 members 
Mstep: Class 63 contains 605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147530064.000000 Penalty: 218548.375000
Iteration 130Q: 64 clusters Score -1.475301e+08 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 23208 members 
Mstep: Class 2 contains 6838 members 
Mstep: Class 3 contains 1043 members 
Mstep: Class 4 contains 224282 members 
Mstep: Class 5 contains 4145 members 
Mstep: Class 6 contains 2298 members 
Mstep: Class 7 contains 9511 members 
Mstep: Class 8 contains 13597 members 
Mstep: Class 9 contains 7586 members 
Mstep: Class 10 contains 27427 members 
Mstep: Class 11 contains 11458 members 
Mstep: Class 12 contains 773 members 
Mstep: Class 13 contains 3072 members 
Mstep: Class 14 contains 36079 members 
Mstep: Class 15 contains 184046 members 
Mstep: Class 16 contains 23242 members 
Mstep: Class 17 contains 540 members 
Mstep: Class 18 contains 17972 members 
Mstep: Class 19 contains 164440 members 
Mstep: Class 20 contains 57056 members 
Mstep: Class 21 contains 2398 members 
Mstep: Class 22 contains 1229 members 
Mstep: Class 23 contains 4384 members 
Mstep: Class 24 contains 2689 members 
Mstep: Class 25 contains 41154 members 
Mstep: Class 26 contains 59665 members 
Mstep: Class 27 contains 28808 members 
Mstep: Class 28 contains 1100 members 
Mstep: Class 29 contains 45656 members 
Mstep: Class 30 contains 11406 members 
Mstep: Class 31 contains 5967 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8475 members 
Mstep: Class 34 contains 452 members 
Mstep: Class 35 contains 3381 members 
Mstep: Class 36 contains 8038 members 
Mstep: Class 37 contains 4397 members 
Mstep: Class 38 contains 417 members 
Mstep: Class 39 contains 1772 members 
Mstep: Class 40 contains 18762 members 
Mstep: Class 41 contains 422 members 
Mstep: Class 42 contains 2994 members 
Mstep: Class 43 contains 3776 members 
Mstep: Class 44 contains 5358 members 
Mstep: Class 45 contains 20337 members 
Mstep: Class 46 contains 13292 members 
Mstep: Class 47 contains 393 members 
Mstep: Class 48 contains 8234 members 
Mstep: Class 49 contains 27238 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 1028 members 
Mstep: Class 52 contains 532 members 
Mstep: Class 53 contains 3052 members 
Mstep: Class 54 contains 1563 members 
Mstep: Class 55 contains 4034 members 
Mstep: Class 56 contains 16301 members 
Mstep: Class 57 contains 614 members 
Mstep: Class 58 contains 402 members 
Mstep: Class 59 contains 586 members 
Mstep: Class 60 contains 4271 members 
Mstep: Class 61 contains 1708 members 
Mstep: Class 62 contains 1934 members 
Mstep: Class 63 contains 605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147530320.000000 Penalty: 218548.375000
Iteration 131Q: 64 clusters Score -1.475303e+08 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 23197 members 
Mstep: Class 2 contains 6881 members 
Mstep: Class 3 contains 1052 members 
Mstep: Class 4 contains 224267 members 
Mstep: Class 5 contains 4145 members 
Mstep: Class 6 contains 2297 members 
Mstep: Class 7 contains 9505 members 
Mstep: Class 8 contains 13603 members 
Mstep: Class 9 contains 7590 members 
Mstep: Class 10 contains 27422 members 
Mstep: Class 11 contains 11466 members 
Mstep: Class 12 contains 774 members 
Mstep: Class 13 contains 3074 members 
Mstep: Class 14 contains 36046 members 
Mstep: Class 15 contains 183949 members 
Mstep: Class 16 contains 23239 members 
Mstep: Class 17 contains 540 members 
Mstep: Class 18 contains 17930 members 
Mstep: Class 19 contains 164440 members 
Mstep: Class 20 contains 56995 members 
Mstep: Class 21 contains 2396 members 
Mstep: Class 22 contains 1230 members 
Mstep: Class 23 contains 4385 members 
Mstep: Class 24 contains 2706 members 
Mstep: Class 25 contains 41052 members 
Mstep: Class 26 contains 59629 members 
Mstep: Class 27 contains 28820 members 
Mstep: Class 28 contains 1106 members 
Mstep: Class 29 contains 45664 members 
Mstep: Class 30 contains 11383 members 
Mstep: Class 31 contains 5983 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8468 members 
Mstep: Class 34 contains 452 members 
Mstep: Class 35 contains 3381 members 
Mstep: Class 36 contains 8047 members 
Mstep: Class 37 contains 4403 members 
Mstep: Class 38 contains 417 members 
Mstep: Class 39 contains 1783 members 
Mstep: Class 40 contains 18793 members 
Mstep: Class 41 contains 422 members 
Mstep: Class 42 contains 2997 members 
Mstep: Class 43 contains 3822 members 
Mstep: Class 44 contains 5352 members 
Mstep: Class 45 contains 20421 members 
Mstep: Class 46 contains 13277 members 
Mstep: Class 47 contains 392 members 
Mstep: Class 48 contains 8236 members 
Mstep: Class 49 contains 27220 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 1027 members 
Mstep: Class 52 contains 532 members 
Mstep: Class 53 contains 3045 members 
Mstep: Class 54 contains 1564 members 
Mstep: Class 55 contains 4065 members 
Mstep: Class 56 contains 16396 members 
Mstep: Class 57 contains 611 members 
Mstep: Class 58 contains 402 members 
Mstep: Class 59 contains 586 members 
Mstep: Class 60 contains 4320 members 
Mstep: Class 61 contains 1708 members 
Mstep: Class 62 contains 1929 members 
Mstep: Class 63 contains 603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147530448.000000 Penalty: 218548.375000
Iteration 132Q: 64 clusters Score -1.475304e+08 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 23194 members 
Mstep: Class 2 contains 6930 members 
Mstep: Class 3 contains 1056 members 
Mstep: Class 4 contains 224246 members 
Mstep: Class 5 contains 4145 members 
Mstep: Class 6 contains 2297 members 
Mstep: Class 7 contains 9498 members 
Mstep: Class 8 contains 13602 members 
Mstep: Class 9 contains 7592 members 
Mstep: Class 10 contains 27420 members 
Mstep: Class 11 contains 11473 members 
Mstep: Class 12 contains 774 members 
Mstep: Class 13 contains 3082 members 
Mstep: Class 14 contains 36035 members 
Mstep: Class 15 contains 183857 members 
Mstep: Class 16 contains 23230 members 
Mstep: Class 17 contains 540 members 
Mstep: Class 18 contains 17892 members 
Mstep: Class 19 contains 164438 members 
Mstep: Class 20 contains 56934 members 
Mstep: Class 21 contains 2390 members 
Mstep: Class 22 contains 1230 members 
Mstep: Class 23 contains 4384 members 
Mstep: Class 24 contains 2725 members 
Mstep: Class 25 contains 40960 members 
Mstep: Class 26 contains 59604 members 
Mstep: Class 27 contains 28824 members 
Mstep: Class 28 contains 1110 members 
Mstep: Class 29 contains 45679 members 
Mstep: Class 30 contains 11364 members 
Mstep: Class 31 contains 6000 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8464 members 
Mstep: Class 34 contains 452 members 
Mstep: Class 35 contains 3382 members 
Mstep: Class 36 contains 8060 members 
Mstep: Class 37 contains 4406 members 
Mstep: Class 38 contains 417 members 
Mstep: Class 39 contains 1791 members 
Mstep: Class 40 contains 18815 members 
Mstep: Class 41 contains 422 members 
Mstep: Class 42 contains 2998 members 
Mstep: Class 43 contains 3873 members 
Mstep: Class 44 contains 5351 members 
Mstep: Class 45 contains 20461 members 
Mstep: Class 46 contains 13268 members 
Mstep: Class 47 contains 391 members 
Mstep: Class 48 contains 8230 members 
Mstep: Class 49 contains 27199 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 1024 members 
Mstep: Class 52 contains 532 members 
Mstep: Class 53 contains 3045 members 
Mstep: Class 54 contains 1570 members 
Mstep: Class 55 contains 4103 members 
Mstep: Class 56 contains 16486 members 
Mstep: Class 57 contains 608 members 
Mstep: Class 58 contains 402 members 
Mstep: Class 59 contains 586 members 
Mstep: Class 60 contains 4361 members 
Mstep: Class 61 contains 1709 members 
Mstep: Class 62 contains 1923 members 
Mstep: Class 63 contains 603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147530784.000000 Penalty: 218548.375000
Iteration 133Q: 64 clusters Score -1.475308e+08 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 23196 members 
Mstep: Class 2 contains 6981 members 
Mstep: Class 3 contains 1057 members 
Mstep: Class 4 contains 224209 members 
Mstep: Class 5 contains 4145 members 
Mstep: Class 6 contains 2293 members 
Mstep: Class 7 contains 9498 members 
Mstep: Class 8 contains 13605 members 
Mstep: Class 9 contains 7591 members 
Mstep: Class 10 contains 27418 members 
Mstep: Class 11 contains 11481 members 
Mstep: Class 12 contains 774 members 
Mstep: Class 13 contains 3093 members 
Mstep: Class 14 contains 36009 members 
Mstep: Class 15 contains 183760 members 
Mstep: Class 16 contains 23220 members 
Mstep: Class 17 contains 540 members 
Mstep: Class 18 contains 17857 members 
Mstep: Class 19 contains 164446 members 
Mstep: Class 20 contains 56890 members 
Mstep: Class 21 contains 2384 members 
Mstep: Class 22 contains 1231 members 
Mstep: Class 23 contains 4383 members 
Mstep: Class 24 contains 2744 members 
Mstep: Class 25 contains 40872 members 
Mstep: Class 26 contains 59583 members 
Mstep: Class 27 contains 28820 members 
Mstep: Class 28 contains 1113 members 
Mstep: Class 29 contains 45677 members 
Mstep: Class 30 contains 11352 members 
Mstep: Class 31 contains 6021 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8461 members 
Mstep: Class 34 contains 452 members 
Mstep: Class 35 contains 3381 members 
Mstep: Class 36 contains 8066 members 
Mstep: Class 37 contains 4412 members 
Mstep: Class 38 contains 417 members 
Mstep: Class 39 contains 1795 members 
Mstep: Class 40 contains 18846 members 
Mstep: Class 41 contains 422 members 
Mstep: Class 42 contains 2999 members 
Mstep: Class 43 contains 3927 members 
Mstep: Class 44 contains 5358 members 
Mstep: Class 45 contains 20490 members 
Mstep: Class 46 contains 13271 members 
Mstep: Class 47 contains 389 members 
Mstep: Class 48 contains 8236 members 
Mstep: Class 49 contains 27183 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 1025 members 
Mstep: Class 52 contains 532 members 
Mstep: Class 53 contains 3046 members 
Mstep: Class 54 contains 1573 members 
Mstep: Class 55 contains 4136 members 
Mstep: Class 56 contains 16553 members 
Mstep: Class 57 contains 608 members 
Mstep: Class 58 contains 402 members 
Mstep: Class 59 contains 586 members 
Mstep: Class 60 contains 4405 members 
Mstep: Class 61 contains 1711 members 
Mstep: Class 62 contains 1910 members 
Mstep: Class 63 contains 602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147530640.000000 Penalty: 218548.375000
Iteration 134Q: 64 clusters Score -1.475306e+08 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 23190 members 
Mstep: Class 2 contains 7039 members 
Mstep: Class 3 contains 1062 members 
Mstep: Class 4 contains 224192 members 
Mstep: Class 5 contains 4145 members 
Mstep: Class 6 contains 2285 members 
Mstep: Class 7 contains 9502 members 
Mstep: Class 8 contains 13590 members 
Mstep: Class 9 contains 7593 members 
Mstep: Class 10 contains 27417 members 
Mstep: Class 11 contains 11484 members 
Mstep: Class 12 contains 774 members 
Mstep: Class 13 contains 3103 members 
Mstep: Class 14 contains 35999 members 
Mstep: Class 15 contains 183672 members 
Mstep: Class 16 contains 23210 members 
Mstep: Class 17 contains 540 members 
Mstep: Class 18 contains 17830 members 
Mstep: Class 19 contains 164458 members 
Mstep: Class 20 contains 56827 members 
Mstep: Class 21 contains 2379 members 
Mstep: Class 22 contains 1231 members 
Mstep: Class 23 contains 4383 members 
Mstep: Class 24 contains 2766 members 
Mstep: Class 25 contains 40789 members 
Mstep: Class 26 contains 59549 members 
Mstep: Class 27 contains 28826 members 
Mstep: Class 28 contains 1115 members 
Mstep: Class 29 contains 45679 members 
Mstep: Class 30 contains 11340 members 
Mstep: Class 31 contains 6038 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8460 members 
Mstep: Class 34 contains 452 members 
Mstep: Class 35 contains 3380 members 
Mstep: Class 36 contains 8057 members 
Mstep: Class 37 contains 4417 members 
Mstep: Class 38 contains 417 members 
Mstep: Class 39 contains 1798 members 
Mstep: Class 40 contains 18876 members 
Mstep: Class 41 contains 422 members 
Mstep: Class 42 contains 2999 members 
Mstep: Class 43 contains 3971 members 
Mstep: Class 44 contains 5372 members 
Mstep: Class 45 contains 20534 members 
Mstep: Class 46 contains 13277 members 
Mstep: Class 47 contains 389 members 
Mstep: Class 48 contains 8243 members 
Mstep: Class 49 contains 27172 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 1025 members 
Mstep: Class 52 contains 531 members 
Mstep: Class 53 contains 3047 members 
Mstep: Class 54 contains 1574 members 
Mstep: Class 55 contains 4159 members 
Mstep: Class 56 contains 16624 members 
Mstep: Class 57 contains 606 members 
Mstep: Class 58 contains 402 members 
Mstep: Class 59 contains 586 members 
Mstep: Class 60 contains 4435 members 
Mstep: Class 61 contains 1712 members 
Mstep: Class 62 contains 1891 members 
Mstep: Class 63 contains 602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147530944.000000 Penalty: 218548.375000
Iteration 135Q: 64 clusters Score -1.475309e+08 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 23182 members 
Mstep: Class 2 contains 7099 members 
Mstep: Class 3 contains 1062 members 
Mstep: Class 4 contains 224159 members 
Mstep: Class 5 contains 4145 members 
Mstep: Class 6 contains 2290 members 
Mstep: Class 7 contains 9497 members 
Mstep: Class 8 contains 13599 members 
Mstep: Class 9 contains 7593 members 
Mstep: Class 10 contains 27416 members 
Mstep: Class 11 contains 11493 members 
Mstep: Class 12 contains 775 members 
Mstep: Class 13 contains 3109 members 
Mstep: Class 14 contains 35993 members 
Mstep: Class 15 contains 183590 members 
Mstep: Class 16 contains 23208 members 
Mstep: Class 17 contains 540 members 
Mstep: Class 18 contains 17798 members 
Mstep: Class 19 contains 164468 members 
Mstep: Class 20 contains 56745 members 
Mstep: Class 21 contains 2375 members 
Mstep: Class 22 contains 1231 members 
Mstep: Class 23 contains 4382 members 
Mstep: Class 24 contains 2782 members 
Mstep: Class 25 contains 40734 members 
Mstep: Class 26 contains 59519 members 
Mstep: Class 27 contains 28810 members 
Mstep: Class 28 contains 1119 members 
Mstep: Class 29 contains 45697 members 
Mstep: Class 30 contains 11321 members 
Mstep: Class 31 contains 6059 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8458 members 
Mstep: Class 34 contains 452 members 
Mstep: Class 35 contains 3381 members 
Mstep: Class 36 contains 8055 members 
Mstep: Class 37 contains 4426 members 
Mstep: Class 38 contains 417 members 
Mstep: Class 39 contains 1798 members 
Mstep: Class 40 contains 18901 members 
Mstep: Class 41 contains 422 members 
Mstep: Class 42 contains 3001 members 
Mstep: Class 43 contains 4010 members 
Mstep: Class 44 contains 5399 members 
Mstep: Class 45 contains 20574 members 
Mstep: Class 46 contains 13268 members 
Mstep: Class 47 contains 389 members 
Mstep: Class 48 contains 8245 members 
Mstep: Class 49 contains 27160 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 1025 members 
Mstep: Class 52 contains 530 members 
Mstep: Class 53 contains 3048 members 
Mstep: Class 54 contains 1577 members 
Mstep: Class 55 contains 4190 members 
Mstep: Class 56 contains 16691 members 
Mstep: Class 57 contains 602 members 
Mstep: Class 58 contains 402 members 
Mstep: Class 59 contains 586 members 
Mstep: Class 60 contains 4464 members 
Mstep: Class 61 contains 1713 members 
Mstep: Class 62 contains 1861 members 
Mstep: Class 63 contains 602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147531280.000000 Penalty: 218548.375000
Iteration 136Q: 64 clusters Score -1.475313e+08 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 23177 members 
Mstep: Class 2 contains 7150 members 
Mstep: Class 3 contains 1063 members 
Mstep: Class 4 contains 224124 members 
Mstep: Class 5 contains 4145 members 
Mstep: Class 6 contains 2287 members 
Mstep: Class 7 contains 9493 members 
Mstep: Class 8 contains 13649 members 
Mstep: Class 9 contains 7592 members 
Mstep: Class 10 contains 27412 members 
Mstep: Class 11 contains 11493 members 
Mstep: Class 12 contains 776 members 
Mstep: Class 13 contains 3122 members 
Mstep: Class 14 contains 35986 members 
Mstep: Class 15 contains 183475 members 
Mstep: Class 16 contains 23206 members 
Mstep: Class 17 contains 540 members 
Mstep: Class 18 contains 17771 members 
Mstep: Class 19 contains 164480 members 
Mstep: Class 20 contains 56697 members 
Mstep: Class 21 contains 2373 members 
Mstep: Class 22 contains 1230 members 
Mstep: Class 23 contains 4381 members 
Mstep: Class 24 contains 2791 members 
Mstep: Class 25 contains 40678 members 
Mstep: Class 26 contains 59493 members 
Mstep: Class 27 contains 28807 members 
Mstep: Class 28 contains 1128 members 
Mstep: Class 29 contains 45685 members 
Mstep: Class 30 contains 11309 members 
Mstep: Class 31 contains 6078 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8463 members 
Mstep: Class 34 contains 452 members 
Mstep: Class 35 contains 3381 members 
Mstep: Class 36 contains 8060 members 
Mstep: Class 37 contains 4428 members 
Mstep: Class 38 contains 417 members 
Mstep: Class 39 contains 1799 members 
Mstep: Class 40 contains 18927 members 
Mstep: Class 41 contains 422 members 
Mstep: Class 42 contains 3003 members 
Mstep: Class 43 contains 4039 members 
Mstep: Class 44 contains 5416 members 
Mstep: Class 45 contains 20607 members 
Mstep: Class 46 contains 13255 members 
Mstep: Class 47 contains 388 members 
Mstep: Class 48 contains 8246 members 
Mstep: Class 49 contains 27145 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 1025 members 
Mstep: Class 52 contains 528 members 
Mstep: Class 53 contains 3046 members 
Mstep: Class 54 contains 1581 members 
Mstep: Class 55 contains 4228 members 
Mstep: Class 56 contains 16761 members 
Mstep: Class 57 contains 595 members 
Mstep: Class 58 contains 402 members 
Mstep: Class 59 contains 586 members 
Mstep: Class 60 contains 4490 members 
Mstep: Class 61 contains 1714 members 
Mstep: Class 62 contains 1840 members 
Mstep: Class 63 contains 602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147531664.000000 Penalty: 218548.375000
Iteration 137Q: 64 clusters Score -1.475317e+08 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 23162 members 
Mstep: Class 2 contains 7197 members 
Mstep: Class 3 contains 1063 members 
Mstep: Class 4 contains 224100 members 
Mstep: Class 5 contains 4145 members 
Mstep: Class 6 contains 2288 members 
Mstep: Class 7 contains 9496 members 
Mstep: Class 8 contains 13678 members 
Mstep: Class 9 contains 7590 members 
Mstep: Class 10 contains 27411 members 
Mstep: Class 11 contains 11504 members 
Mstep: Class 12 contains 777 members 
Mstep: Class 13 contains 3137 members 
Mstep: Class 14 contains 35975 members 
Mstep: Class 15 contains 183376 members 
Mstep: Class 16 contains 23202 members 
Mstep: Class 17 contains 540 members 
Mstep: Class 18 contains 17738 members 
Mstep: Class 19 contains 164490 members 
Mstep: Class 20 contains 56672 members 
Mstep: Class 21 contains 2370 members 
Mstep: Class 22 contains 1227 members 
Mstep: Class 23 contains 4380 members 
Mstep: Class 24 contains 2809 members 
Mstep: Class 25 contains 40639 members 
Mstep: Class 26 contains 59455 members 
Mstep: Class 27 contains 28797 members 
Mstep: Class 28 contains 1132 members 
Mstep: Class 29 contains 45686 members 
Mstep: Class 30 contains 11291 members 
Mstep: Class 31 contains 6092 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8463 members 
Mstep: Class 34 contains 452 members 
Mstep: Class 35 contains 3381 members 
Mstep: Class 36 contains 8059 members 
Mstep: Class 37 contains 4431 members 
Mstep: Class 38 contains 417 members 
Mstep: Class 39 contains 1797 members 
Mstep: Class 40 contains 18949 members 
Mstep: Class 41 contains 422 members 
Mstep: Class 42 contains 3005 members 
Mstep: Class 43 contains 4059 members 
Mstep: Class 44 contains 5426 members 
Mstep: Class 45 contains 20637 members 
Mstep: Class 46 contains 13252 members 
Mstep: Class 47 contains 387 members 
Mstep: Class 48 contains 8245 members 
Mstep: Class 49 contains 27143 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 1024 members 
Mstep: Class 52 contains 525 members 
Mstep: Class 53 contains 3047 members 
Mstep: Class 54 contains 1586 members 
Mstep: Class 55 contains 4250 members 
Mstep: Class 56 contains 16820 members 
Mstep: Class 57 contains 592 members 
Mstep: Class 58 contains 402 members 
Mstep: Class 59 contains 586 members 
Mstep: Class 60 contains 4513 members 
Mstep: Class 61 contains 1715 members 
Mstep: Class 62 contains 1831 members 
Mstep: Class 63 contains 602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147531648.000000 Penalty: 218548.375000
Iteration 138Q: 64 clusters Score -1.475316e+08 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 23157 members 
Mstep: Class 2 contains 7256 members 
Mstep: Class 3 contains 1064 members 
Mstep: Class 4 contains 224091 members 
Mstep: Class 5 contains 4145 members 
Mstep: Class 6 contains 2285 members 
Mstep: Class 7 contains 9501 members 
Mstep: Class 8 contains 13693 members 
Mstep: Class 9 contains 7588 members 
Mstep: Class 10 contains 27405 members 
Mstep: Class 11 contains 11510 members 
Mstep: Class 12 contains 778 members 
Mstep: Class 13 contains 3149 members 
Mstep: Class 14 contains 35966 members 
Mstep: Class 15 contains 183272 members 
Mstep: Class 16 contains 23196 members 
Mstep: Class 17 contains 540 members 
Mstep: Class 18 contains 17710 members 
Mstep: Class 19 contains 164510 members 
Mstep: Class 20 contains 56639 members 
Mstep: Class 21 contains 2368 members 
Mstep: Class 22 contains 1226 members 
Mstep: Class 23 contains 4380 members 
Mstep: Class 24 contains 2835 members 
Mstep: Class 25 contains 40602 members 
Mstep: Class 26 contains 59416 members 
Mstep: Class 27 contains 28790 members 
Mstep: Class 28 contains 1145 members 
Mstep: Class 29 contains 45686 members 
Mstep: Class 30 contains 11282 members 
Mstep: Class 31 contains 6104 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8464 members 
Mstep: Class 34 contains 452 members 
Mstep: Class 35 contains 3381 members 
Mstep: Class 36 contains 8061 members 
Mstep: Class 37 contains 4433 members 
Mstep: Class 38 contains 417 members 
Mstep: Class 39 contains 1797 members 
Mstep: Class 40 contains 18973 members 
Mstep: Class 41 contains 422 members 
Mstep: Class 42 contains 3006 members 
Mstep: Class 43 contains 4080 members 
Mstep: Class 44 contains 5435 members 
Mstep: Class 45 contains 20670 members 
Mstep: Class 46 contains 13242 members 
Mstep: Class 47 contains 387 members 
Mstep: Class 48 contains 8248 members 
Mstep: Class 49 contains 27133 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 1024 members 
Mstep: Class 52 contains 524 members 
Mstep: Class 53 contains 3047 members 
Mstep: Class 54 contains 1588 members 
Mstep: Class 55 contains 4264 members 
Mstep: Class 56 contains 16864 members 
Mstep: Class 57 contains 579 members 
Mstep: Class 58 contains 402 members 
Mstep: Class 59 contains 587 members 
Mstep: Class 60 contains 4532 members 
Mstep: Class 61 contains 1715 members 
Mstep: Class 62 contains 1819 members 
Mstep: Class 63 contains 602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147532432.000000 Penalty: 218548.375000
Iteration 139Q: 64 clusters Score -1.475324e+08 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 23150 members 
Mstep: Class 2 contains 7335 members 
Mstep: Class 3 contains 1064 members 
Mstep: Class 4 contains 224068 members 
Mstep: Class 5 contains 4145 members 
Mstep: Class 6 contains 2280 members 
Mstep: Class 7 contains 9509 members 
Mstep: Class 8 contains 13695 members 
Mstep: Class 9 contains 7586 members 
Mstep: Class 10 contains 27402 members 
Mstep: Class 11 contains 11515 members 
Mstep: Class 12 contains 778 members 
Mstep: Class 13 contains 3158 members 
Mstep: Class 14 contains 35952 members 
Mstep: Class 15 contains 183187 members 
Mstep: Class 16 contains 23192 members 
Mstep: Class 17 contains 540 members 
Mstep: Class 18 contains 17677 members 
Mstep: Class 19 contains 164532 members 
Mstep: Class 20 contains 56595 members 
Mstep: Class 21 contains 2369 members 
Mstep: Class 22 contains 1226 members 
Mstep: Class 23 contains 4380 members 
Mstep: Class 24 contains 2847 members 
Mstep: Class 25 contains 40580 members 
Mstep: Class 26 contains 59387 members 
Mstep: Class 27 contains 28786 members 
Mstep: Class 28 contains 1148 members 
Mstep: Class 29 contains 45668 members 
Mstep: Class 30 contains 11277 members 
Mstep: Class 31 contains 6126 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8467 members 
Mstep: Class 34 contains 452 members 
Mstep: Class 35 contains 3380 members 
Mstep: Class 36 contains 8067 members 
Mstep: Class 37 contains 4434 members 
Mstep: Class 38 contains 417 members 
Mstep: Class 39 contains 1797 members 
Mstep: Class 40 contains 18996 members 
Mstep: Class 41 contains 422 members 
Mstep: Class 42 contains 3007 members 
Mstep: Class 43 contains 4102 members 
Mstep: Class 44 contains 5436 members 
Mstep: Class 45 contains 20719 members 
Mstep: Class 46 contains 13234 members 
Mstep: Class 47 contains 388 members 
Mstep: Class 48 contains 8252 members 
Mstep: Class 49 contains 27114 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 1024 members 
Mstep: Class 52 contains 524 members 
Mstep: Class 53 contains 3047 members 
Mstep: Class 54 contains 1589 members 
Mstep: Class 55 contains 4279 members 
Mstep: Class 56 contains 16894 members 
Mstep: Class 57 contains 575 members 
Mstep: Class 58 contains 402 members 
Mstep: Class 59 contains 587 members 
Mstep: Class 60 contains 4545 members 
Mstep: Class 61 contains 1714 members 
Mstep: Class 62 contains 1817 members 
Mstep: Class 63 contains 602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147532832.000000 Penalty: 218548.375000
Iteration 140F: 64 clusters Score -1.475328e+08 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 23153 members 
Mstep: Class 2 contains 7418 members 
Mstep: Class 3 contains 1065 members 
Mstep: Class 4 contains 224042 members 
Mstep: Class 5 contains 4145 members 
Mstep: Class 6 contains 2279 members 
Mstep: Class 7 contains 9513 members 
Mstep: Class 8 contains 13689 members 
Mstep: Class 9 contains 7585 members 
Mstep: Class 10 contains 27399 members 
Mstep: Class 11 contains 11521 members 
Mstep: Class 12 contains 778 members 
Mstep: Class 13 contains 3165 members 
Mstep: Class 14 contains 35933 members 
Mstep: Class 15 contains 183089 members 
Mstep: Class 16 contains 23185 members 
Mstep: Class 17 contains 540 members 
Mstep: Class 18 contains 17653 members 
Mstep: Class 19 contains 164549 members 
Mstep: Class 20 contains 56560 members 
Mstep: Class 21 contains 2369 members 
Mstep: Class 22 contains 1225 members 
Mstep: Class 23 contains 4380 members 
Mstep: Class 24 contains 2855 members 
Mstep: Class 25 contains 40560 members 
Mstep: Class 26 contains 59357 members 
Mstep: Class 27 contains 28779 members 
Mstep: Class 28 contains 1149 members 
Mstep: Class 29 contains 45652 members 
Mstep: Class 30 contains 11271 members 
Mstep: Class 31 contains 6150 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8468 members 
Mstep: Class 34 contains 452 members 
Mstep: Class 35 contains 3383 members 
Mstep: Class 36 contains 8086 members 
Mstep: Class 37 contains 4435 members 
Mstep: Class 38 contains 417 members 
Mstep: Class 39 contains 1796 members 
Mstep: Class 40 contains 19019 members 
Mstep: Class 41 contains 422 members 
Mstep: Class 42 contains 3009 members 
Mstep: Class 43 contains 4124 members 
Mstep: Class 44 contains 5419 members 
Mstep: Class 45 contains 20745 members 
Mstep: Class 46 contains 13228 members 
Mstep: Class 47 contains 386 members 
Mstep: Class 48 contains 8258 members 
Mstep: Class 49 contains 27103 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 1024 members 
Mstep: Class 52 contains 524 members 
Mstep: Class 53 contains 3047 members 
Mstep: Class 54 contains 1608 members 
Mstep: Class 55 contains 4299 members 
Mstep: Class 56 contains 16926 members 
Mstep: Class 57 contains 586 members 
Mstep: Class 58 contains 402 members 
Mstep: Class 59 contains 587 members 
Mstep: Class 60 contains 4556 members 
Mstep: Class 61 contains 1713 members 
Mstep: Class 62 contains 1815 members 
Mstep: Class 63 contains 592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147532656.000000 Penalty: 218548.375000
Iteration 141Q: 64 clusters Score -1.475327e+08 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 23153 members 
Mstep: Class 2 contains 7484 members 
Mstep: Class 3 contains 1067 members 
Mstep: Class 4 contains 224006 members 
Mstep: Class 5 contains 4145 members 
Mstep: Class 6 contains 2274 members 
Mstep: Class 7 contains 9518 members 
Mstep: Class 8 contains 13697 members 
Mstep: Class 9 contains 7585 members 
Mstep: Class 10 contains 27396 members 
Mstep: Class 11 contains 11527 members 
Mstep: Class 12 contains 779 members 
Mstep: Class 13 contains 3175 members 
Mstep: Class 14 contains 35925 members 
Mstep: Class 15 contains 183009 members 
Mstep: Class 16 contains 23185 members 
Mstep: Class 17 contains 540 members 
Mstep: Class 18 contains 17637 members 
Mstep: Class 19 contains 164552 members 
Mstep: Class 20 contains 56508 members 
Mstep: Class 21 contains 2366 members 
Mstep: Class 22 contains 1223 members 
Mstep: Class 23 contains 4379 members 
Mstep: Class 24 contains 2875 members 
Mstep: Class 25 contains 40532 members 
Mstep: Class 26 contains 59342 members 
Mstep: Class 27 contains 28771 members 
Mstep: Class 28 contains 1149 members 
Mstep: Class 29 contains 45653 members 
Mstep: Class 30 contains 11261 members 
Mstep: Class 31 contains 6173 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8469 members 
Mstep: Class 34 contains 453 members 
Mstep: Class 35 contains 3382 members 
Mstep: Class 36 contains 8100 members 
Mstep: Class 37 contains 4433 members 
Mstep: Class 38 contains 417 members 
Mstep: Class 39 contains 1796 members 
Mstep: Class 40 contains 19033 members 
Mstep: Class 41 contains 422 members 
Mstep: Class 42 contains 3010 members 
Mstep: Class 43 contains 4148 members 
Mstep: Class 44 contains 5390 members 
Mstep: Class 45 contains 20765 members 
Mstep: Class 46 contains 13227 members 
Mstep: Class 47 contains 385 members 
Mstep: Class 48 contains 8263 members 
Mstep: Class 49 contains 27093 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 1023 members 
Mstep: Class 52 contains 524 members 
Mstep: Class 53 contains 3048 members 
Mstep: Class 54 contains 1638 members 
Mstep: Class 55 contains 4319 members 
Mstep: Class 56 contains 16953 members 
Mstep: Class 57 contains 599 members 
Mstep: Class 58 contains 402 members 
Mstep: Class 59 contains 587 members 
Mstep: Class 60 contains 4565 members 
Mstep: Class 61 contains 1714 members 
Mstep: Class 62 contains 1813 members 
Mstep: Class 63 contains 580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147533440.000000 Penalty: 218548.375000
Iteration 142Q: 64 clusters Score -1.475334e+08 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 23152 members 
Mstep: Class 2 contains 7539 members 
Mstep: Class 3 contains 1067 members 
Mstep: Class 4 contains 223995 members 
Mstep: Class 5 contains 4145 members 
Mstep: Class 6 contains 2270 members 
Mstep: Class 7 contains 9518 members 
Mstep: Class 8 contains 13723 members 
Mstep: Class 9 contains 7583 members 
Mstep: Class 10 contains 27391 members 
Mstep: Class 11 contains 11532 members 
Mstep: Class 12 contains 779 members 
Mstep: Class 13 contains 3186 members 
Mstep: Class 14 contains 35924 members 
Mstep: Class 15 contains 182905 members 
Mstep: Class 16 contains 23184 members 
Mstep: Class 17 contains 540 members 
Mstep: Class 18 contains 17618 members 
Mstep: Class 19 contains 164545 members 
Mstep: Class 20 contains 56479 members 
Mstep: Class 21 contains 2365 members 
Mstep: Class 22 contains 1223 members 
Mstep: Class 23 contains 4378 members 
Mstep: Class 24 contains 2904 members 
Mstep: Class 25 contains 40500 members 
Mstep: Class 26 contains 59326 members 
Mstep: Class 27 contains 28763 members 
Mstep: Class 28 contains 1149 members 
Mstep: Class 29 contains 45649 members 
Mstep: Class 30 contains 11248 members 
Mstep: Class 31 contains 6198 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8470 members 
Mstep: Class 34 contains 454 members 
Mstep: Class 35 contains 3384 members 
Mstep: Class 36 contains 8115 members 
Mstep: Class 37 contains 4432 members 
Mstep: Class 38 contains 417 members 
Mstep: Class 39 contains 1798 members 
Mstep: Class 40 contains 19036 members 
Mstep: Class 41 contains 422 members 
Mstep: Class 42 contains 3010 members 
Mstep: Class 43 contains 4171 members 
Mstep: Class 44 contains 5369 members 
Mstep: Class 45 contains 20789 members 
Mstep: Class 46 contains 13224 members 
Mstep: Class 47 contains 381 members 
Mstep: Class 48 contains 8264 members 
Mstep: Class 49 contains 27083 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 1023 members 
Mstep: Class 52 contains 524 members 
Mstep: Class 53 contains 3050 members 
Mstep: Class 54 contains 1658 members 
Mstep: Class 55 contains 4333 members 
Mstep: Class 56 contains 16980 members 
Mstep: Class 57 contains 607 members 
Mstep: Class 58 contains 402 members 
Mstep: Class 59 contains 587 members 
Mstep: Class 60 contains 4573 members 
Mstep: Class 61 contains 1714 members 
Mstep: Class 62 contains 1812 members 
Mstep: Class 63 contains 577 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147533584.000000 Penalty: 218548.375000
Iteration 143Q: 64 clusters Score -1.475336e+08 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 23151 members 
Mstep: Class 2 contains 7588 members 
Mstep: Class 3 contains 1067 members 
Mstep: Class 4 contains 223987 members 
Mstep: Class 5 contains 4145 members 
Mstep: Class 6 contains 2270 members 
Mstep: Class 7 contains 9519 members 
Mstep: Class 8 contains 13745 members 
Mstep: Class 9 contains 7581 members 
Mstep: Class 10 contains 27387 members 
Mstep: Class 11 contains 11537 members 
Mstep: Class 12 contains 779 members 
Mstep: Class 13 contains 3195 members 
Mstep: Class 14 contains 35936 members 
Mstep: Class 15 contains 182812 members 
Mstep: Class 16 contains 23181 members 
Mstep: Class 17 contains 540 members 
Mstep: Class 18 contains 17602 members 
Mstep: Class 19 contains 164533 members 
Mstep: Class 20 contains 56438 members 
Mstep: Class 21 contains 2363 members 
Mstep: Class 22 contains 1224 members 
Mstep: Class 23 contains 4377 members 
Mstep: Class 24 contains 2924 members 
Mstep: Class 25 contains 40457 members 
Mstep: Class 26 contains 59314 members 
Mstep: Class 27 contains 28761 members 
Mstep: Class 28 contains 1149 members 
Mstep: Class 29 contains 45654 members 
Mstep: Class 30 contains 11237 members 
Mstep: Class 31 contains 6225 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8468 members 
Mstep: Class 34 contains 454 members 
Mstep: Class 35 contains 3383 members 
Mstep: Class 36 contains 8133 members 
Mstep: Class 37 contains 4433 members 
Mstep: Class 38 contains 417 members 
Mstep: Class 39 contains 1799 members 
Mstep: Class 40 contains 19040 members 
Mstep: Class 41 contains 422 members 
Mstep: Class 42 contains 3010 members 
Mstep: Class 43 contains 4197 members 
Mstep: Class 44 contains 5369 members 
Mstep: Class 45 contains 20815 members 
Mstep: Class 46 contains 13219 members 
Mstep: Class 47 contains 379 members 
Mstep: Class 48 contains 8270 members 
Mstep: Class 49 contains 27062 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 1023 members 
Mstep: Class 52 contains 524 members 
Mstep: Class 53 contains 3052 members 
Mstep: Class 54 contains 1659 members 
Mstep: Class 55 contains 4351 members 
Mstep: Class 56 contains 17002 members 
Mstep: Class 57 contains 610 members 
Mstep: Class 58 contains 402 members 
Mstep: Class 59 contains 587 members 
Mstep: Class 60 contains 4579 members 
Mstep: Class 61 contains 1714 members 
Mstep: Class 62 contains 1811 members 
Mstep: Class 63 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147533472.000000 Penalty: 218548.375000
Iteration 144Q: 64 clusters Score -1.475335e+08 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 23147 members 
Mstep: Class 2 contains 7627 members 
Mstep: Class 3 contains 1067 members 
Mstep: Class 4 contains 223978 members 
Mstep: Class 5 contains 4145 members 
Mstep: Class 6 contains 2280 members 
Mstep: Class 7 contains 9522 members 
Mstep: Class 8 contains 13743 members 
Mstep: Class 9 contains 7584 members 
Mstep: Class 10 contains 27381 members 
Mstep: Class 11 contains 11539 members 
Mstep: Class 12 contains 779 members 
Mstep: Class 13 contains 3203 members 
Mstep: Class 14 contains 35948 members 
Mstep: Class 15 contains 182733 members 
Mstep: Class 16 contains 23180 members 
Mstep: Class 17 contains 540 members 
Mstep: Class 18 contains 17587 members 
Mstep: Class 19 contains 164535 members 
Mstep: Class 20 contains 56403 members 
Mstep: Class 21 contains 2359 members 
Mstep: Class 22 contains 1226 members 
Mstep: Class 23 contains 4377 members 
Mstep: Class 24 contains 2939 members 
Mstep: Class 25 contains 40431 members 
Mstep: Class 26 contains 59302 members 
Mstep: Class 27 contains 28752 members 
Mstep: Class 28 contains 1150 members 
Mstep: Class 29 contains 45642 members 
Mstep: Class 30 contains 11230 members 
Mstep: Class 31 contains 6240 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8467 members 
Mstep: Class 34 contains 454 members 
Mstep: Class 35 contains 3383 members 
Mstep: Class 36 contains 8153 members 
Mstep: Class 37 contains 4434 members 
Mstep: Class 38 contains 417 members 
Mstep: Class 39 contains 1803 members 
Mstep: Class 40 contains 19047 members 
Mstep: Class 41 contains 422 members 
Mstep: Class 42 contains 3010 members 
Mstep: Class 43 contains 4221 members 
Mstep: Class 44 contains 5372 members 
Mstep: Class 45 contains 20832 members 
Mstep: Class 46 contains 13214 members 
Mstep: Class 47 contains 378 members 
Mstep: Class 48 contains 8275 members 
Mstep: Class 49 contains 27050 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 1023 members 
Mstep: Class 52 contains 524 members 
Mstep: Class 53 contains 3052 members 
Mstep: Class 54 contains 1656 members 
Mstep: Class 55 contains 4369 members 
Mstep: Class 56 contains 17028 members 
Mstep: Class 57 contains 610 members 
Mstep: Class 58 contains 402 members 
Mstep: Class 59 contains 587 members 
Mstep: Class 60 contains 4587 members 
Mstep: Class 61 contains 1714 members 
Mstep: Class 62 contains 1809 members 
Mstep: Class 63 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147533616.000000 Penalty: 218548.375000
Iteration 145Q: 64 clusters Score -1.475336e+08 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 23133 members 
Mstep: Class 2 contains 7669 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 223969 members 
Mstep: Class 5 contains 4145 members 
Mstep: Class 6 contains 2282 members 
Mstep: Class 7 contains 9529 members 
Mstep: Class 8 contains 13744 members 
Mstep: Class 9 contains 7585 members 
Mstep: Class 10 contains 27371 members 
Mstep: Class 11 contains 11545 members 
Mstep: Class 12 contains 779 members 
Mstep: Class 13 contains 3213 members 
Mstep: Class 14 contains 35960 members 
Mstep: Class 15 contains 182657 members 
Mstep: Class 16 contains 23176 members 
Mstep: Class 17 contains 540 members 
Mstep: Class 18 contains 17573 members 
Mstep: Class 19 contains 164523 members 
Mstep: Class 20 contains 56374 members 
Mstep: Class 21 contains 2357 members 
Mstep: Class 22 contains 1226 members 
Mstep: Class 23 contains 4378 members 
Mstep: Class 24 contains 2950 members 
Mstep: Class 25 contains 40409 members 
Mstep: Class 26 contains 59288 members 
Mstep: Class 27 contains 28745 members 
Mstep: Class 28 contains 1150 members 
Mstep: Class 29 contains 45638 members 
Mstep: Class 30 contains 11215 members 
Mstep: Class 31 contains 6261 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8466 members 
Mstep: Class 34 contains 454 members 
Mstep: Class 35 contains 3384 members 
Mstep: Class 36 contains 8166 members 
Mstep: Class 37 contains 4435 members 
Mstep: Class 38 contains 417 members 
Mstep: Class 39 contains 1804 members 
Mstep: Class 40 contains 19055 members 
Mstep: Class 41 contains 422 members 
Mstep: Class 42 contains 3011 members 
Mstep: Class 43 contains 4241 members 
Mstep: Class 44 contains 5375 members 
Mstep: Class 45 contains 20867 members 
Mstep: Class 46 contains 13207 members 
Mstep: Class 47 contains 376 members 
Mstep: Class 48 contains 8278 members 
Mstep: Class 49 contains 27045 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 1022 members 
Mstep: Class 52 contains 524 members 
Mstep: Class 53 contains 3052 members 
Mstep: Class 54 contains 1654 members 
Mstep: Class 55 contains 4383 members 
Mstep: Class 56 contains 17054 members 
Mstep: Class 57 contains 610 members 
Mstep: Class 58 contains 402 members 
Mstep: Class 59 contains 587 members 
Mstep: Class 60 contains 4595 members 
Mstep: Class 61 contains 1714 members 
Mstep: Class 62 contains 1809 members 
Mstep: Class 63 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147533440.000000 Penalty: 218548.375000
Iteration 146Q: 64 clusters Score -1.475334e+08 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 23124 members 
Mstep: Class 2 contains 7715 members 
Mstep: Class 3 contains 1070 members 
Mstep: Class 4 contains 223954 members 
Mstep: Class 5 contains 4145 members 
Mstep: Class 6 contains 2285 members 
Mstep: Class 7 contains 9528 members 
Mstep: Class 8 contains 13759 members 
Mstep: Class 9 contains 7587 members 
Mstep: Class 10 contains 27364 members 
Mstep: Class 11 contains 11546 members 
Mstep: Class 12 contains 779 members 
Mstep: Class 13 contains 3214 members 
Mstep: Class 14 contains 35970 members 
Mstep: Class 15 contains 182573 members 
Mstep: Class 16 contains 23171 members 
Mstep: Class 17 contains 540 members 
Mstep: Class 18 contains 17554 members 
Mstep: Class 19 contains 164524 members 
Mstep: Class 20 contains 56350 members 
Mstep: Class 21 contains 2351 members 
Mstep: Class 22 contains 1227 members 
Mstep: Class 23 contains 4379 members 
Mstep: Class 24 contains 2966 members 
Mstep: Class 25 contains 40405 members 
Mstep: Class 26 contains 59264 members 
Mstep: Class 27 contains 28744 members 
Mstep: Class 28 contains 1150 members 
Mstep: Class 29 contains 45632 members 
Mstep: Class 30 contains 11212 members 
Mstep: Class 31 contains 6272 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8466 members 
Mstep: Class 34 contains 454 members 
Mstep: Class 35 contains 3385 members 
Mstep: Class 36 contains 8185 members 
Mstep: Class 37 contains 4438 members 
Mstep: Class 38 contains 417 members 
Mstep: Class 39 contains 1805 members 
Mstep: Class 40 contains 19060 members 
Mstep: Class 41 contains 422 members 
Mstep: Class 42 contains 3011 members 
Mstep: Class 43 contains 4253 members 
Mstep: Class 44 contains 5375 members 
Mstep: Class 45 contains 20890 members 
Mstep: Class 46 contains 13202 members 
Mstep: Class 47 contains 375 members 
Mstep: Class 48 contains 8283 members 
Mstep: Class 49 contains 27033 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 1022 members 
Mstep: Class 52 contains 524 members 
Mstep: Class 53 contains 3053 members 
Mstep: Class 54 contains 1653 members 
Mstep: Class 55 contains 4403 members 
Mstep: Class 56 contains 17071 members 
Mstep: Class 57 contains 610 members 
Mstep: Class 58 contains 402 members 
Mstep: Class 59 contains 587 members 
Mstep: Class 60 contains 4605 members 
Mstep: Class 61 contains 1715 members 
Mstep: Class 62 contains 1809 members 
Mstep: Class 63 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147533328.000000 Penalty: 218548.375000
Iteration 147Q: 64 clusters Score -1.475333e+08 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 23116 members 
Mstep: Class 2 contains 7761 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 223942 members 
Mstep: Class 5 contains 4145 members 
Mstep: Class 6 contains 2294 members 
Mstep: Class 7 contains 9532 members 
Mstep: Class 8 contains 13750 members 
Mstep: Class 9 contains 7589 members 
Mstep: Class 10 contains 27364 members 
Mstep: Class 11 contains 11549 members 
Mstep: Class 12 contains 779 members 
Mstep: Class 13 contains 3222 members 
Mstep: Class 14 contains 35983 members 
Mstep: Class 15 contains 182485 members 
Mstep: Class 16 contains 23166 members 
Mstep: Class 17 contains 540 members 
Mstep: Class 18 contains 17536 members 
Mstep: Class 19 contains 164538 members 
Mstep: Class 20 contains 56307 members 
Mstep: Class 21 contains 2349 members 
Mstep: Class 22 contains 1227 members 
Mstep: Class 23 contains 4380 members 
Mstep: Class 24 contains 2979 members 
Mstep: Class 25 contains 40393 members 
Mstep: Class 26 contains 59248 members 
Mstep: Class 27 contains 28745 members 
Mstep: Class 28 contains 1150 members 
Mstep: Class 29 contains 45626 members 
Mstep: Class 30 contains 11208 members 
Mstep: Class 31 contains 6288 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8467 members 
Mstep: Class 34 contains 454 members 
Mstep: Class 35 contains 3387 members 
Mstep: Class 36 contains 8192 members 
Mstep: Class 37 contains 4440 members 
Mstep: Class 38 contains 417 members 
Mstep: Class 39 contains 1804 members 
Mstep: Class 40 contains 19074 members 
Mstep: Class 41 contains 422 members 
Mstep: Class 42 contains 3011 members 
Mstep: Class 43 contains 4268 members 
Mstep: Class 44 contains 5375 members 
Mstep: Class 45 contains 20920 members 
Mstep: Class 46 contains 13198 members 
Mstep: Class 47 contains 375 members 
Mstep: Class 48 contains 8284 members 
Mstep: Class 49 contains 27023 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 1022 members 
Mstep: Class 52 contains 524 members 
Mstep: Class 53 contains 3053 members 
Mstep: Class 54 contains 1654 members 
Mstep: Class 55 contains 4421 members 
Mstep: Class 56 contains 17077 members 
Mstep: Class 57 contains 610 members 
Mstep: Class 58 contains 402 members 
Mstep: Class 59 contains 587 members 
Mstep: Class 60 contains 4616 members 
Mstep: Class 61 contains 1716 members 
Mstep: Class 62 contains 1809 members 
Mstep: Class 63 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147533520.000000 Penalty: 218548.375000
Iteration 148Q: 64 clusters Score -1.475335e+08 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 23106 members 
Mstep: Class 2 contains 7796 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 223937 members 
Mstep: Class 5 contains 4145 members 
Mstep: Class 6 contains 2302 members 
Mstep: Class 7 contains 9534 members 
Mstep: Class 8 contains 13737 members 
Mstep: Class 9 contains 7589 members 
Mstep: Class 10 contains 27365 members 
Mstep: Class 11 contains 11550 members 
Mstep: Class 12 contains 779 members 
Mstep: Class 13 contains 3232 members 
Mstep: Class 14 contains 35993 members 
Mstep: Class 15 contains 182408 members 
Mstep: Class 16 contains 23166 members 
Mstep: Class 17 contains 540 members 
Mstep: Class 18 contains 17520 members 
Mstep: Class 19 contains 164549 members 
Mstep: Class 20 contains 56270 members 
Mstep: Class 21 contains 2343 members 
Mstep: Class 22 contains 1227 members 
Mstep: Class 23 contains 4379 members 
Mstep: Class 24 contains 2990 members 
Mstep: Class 25 contains 40389 members 
Mstep: Class 26 contains 59228 members 
Mstep: Class 27 contains 28745 members 
Mstep: Class 28 contains 1150 members 
Mstep: Class 29 contains 45615 members 
Mstep: Class 30 contains 11204 members 
Mstep: Class 31 contains 6305 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8466 members 
Mstep: Class 34 contains 454 members 
Mstep: Class 35 contains 3388 members 
Mstep: Class 36 contains 8203 members 
Mstep: Class 37 contains 4441 members 
Mstep: Class 38 contains 417 members 
Mstep: Class 39 contains 1805 members 
Mstep: Class 40 contains 19087 members 
Mstep: Class 41 contains 422 members 
Mstep: Class 42 contains 3012 members 
Mstep: Class 43 contains 4281 members 
Mstep: Class 44 contains 5375 members 
Mstep: Class 45 contains 20952 members 
Mstep: Class 46 contains 13195 members 
Mstep: Class 47 contains 375 members 
Mstep: Class 48 contains 8287 members 
Mstep: Class 49 contains 27014 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 1022 members 
Mstep: Class 52 contains 524 members 
Mstep: Class 53 contains 3054 members 
Mstep: Class 54 contains 1654 members 
Mstep: Class 55 contains 4443 members 
Mstep: Class 56 contains 17087 members 
Mstep: Class 57 contains 610 members 
Mstep: Class 58 contains 402 members 
Mstep: Class 59 contains 587 members 
Mstep: Class 60 contains 4618 members 
Mstep: Class 61 contains 1716 members 
Mstep: Class 62 contains 1809 members 
Mstep: Class 63 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147533408.000000 Penalty: 218548.375000
Iteration 149Q: 64 clusters Score -1.475334e+08 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 23107 members 
Mstep: Class 2 contains 7824 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 223945 members 
Mstep: Class 5 contains 4145 members 
Mstep: Class 6 contains 2309 members 
Mstep: Class 7 contains 9543 members 
Mstep: Class 8 contains 13730 members 
Mstep: Class 9 contains 7585 members 
Mstep: Class 10 contains 27360 members 
Mstep: Class 11 contains 11554 members 
Mstep: Class 12 contains 779 members 
Mstep: Class 13 contains 3238 members 
Mstep: Class 14 contains 36013 members 
Mstep: Class 15 contains 182334 members 
Mstep: Class 16 contains 23162 members 
Mstep: Class 17 contains 540 members 
Mstep: Class 18 contains 17509 members 
Mstep: Class 19 contains 164552 members 
Mstep: Class 20 contains 56233 members 
Mstep: Class 21 contains 2341 members 
Mstep: Class 22 contains 1227 members 
Mstep: Class 23 contains 4379 members 
Mstep: Class 24 contains 2992 members 
Mstep: Class 25 contains 40384 members 
Mstep: Class 26 contains 59214 members 
Mstep: Class 27 contains 28751 members 
Mstep: Class 28 contains 1150 members 
Mstep: Class 29 contains 45600 members 
Mstep: Class 30 contains 11196 members 
Mstep: Class 31 contains 6317 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8466 members 
Mstep: Class 34 contains 454 members 
Mstep: Class 35 contains 3388 members 
Mstep: Class 36 contains 8210 members 
Mstep: Class 37 contains 4441 members 
Mstep: Class 38 contains 417 members 
Mstep: Class 39 contains 1807 members 
Mstep: Class 40 contains 19103 members 
Mstep: Class 41 contains 422 members 
Mstep: Class 42 contains 3013 members 
Mstep: Class 43 contains 4298 members 
Mstep: Class 44 contains 5375 members 
Mstep: Class 45 contains 20964 members 
Mstep: Class 46 contains 13191 members 
Mstep: Class 47 contains 375 members 
Mstep: Class 48 contains 8291 members 
Mstep: Class 49 contains 27002 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 1022 members 
Mstep: Class 52 contains 524 members 
Mstep: Class 53 contains 3054 members 
Mstep: Class 54 contains 1654 members 
Mstep: Class 55 contains 4469 members 
Mstep: Class 56 contains 17092 members 
Mstep: Class 57 contains 610 members 
Mstep: Class 58 contains 402 members 
Mstep: Class 59 contains 587 members 
Mstep: Class 60 contains 4624 members 
Mstep: Class 61 contains 1716 members 
Mstep: Class 62 contains 1809 members 
Mstep: Class 63 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147533520.000000 Penalty: 218548.375000
Iteration 150Q: 64 clusters Score -1.475335e+08 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 23112 members 
Mstep: Class 2 contains 7852 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 223944 members 
Mstep: Class 5 contains 4145 members 
Mstep: Class 6 contains 2315 members 
Mstep: Class 7 contains 9539 members 
Mstep: Class 8 contains 13751 members 
Mstep: Class 9 contains 7585 members 
Mstep: Class 10 contains 27360 members 
Mstep: Class 11 contains 11556 members 
Mstep: Class 12 contains 779 members 
Mstep: Class 13 contains 3239 members 
Mstep: Class 14 contains 36026 members 
Mstep: Class 15 contains 182249 members 
Mstep: Class 16 contains 23158 members 
Mstep: Class 17 contains 540 members 
Mstep: Class 18 contains 17495 members 
Mstep: Class 19 contains 164559 members 
Mstep: Class 20 contains 56220 members 
Mstep: Class 21 contains 2340 members 
Mstep: Class 22 contains 1227 members 
Mstep: Class 23 contains 4378 members 
Mstep: Class 24 contains 3005 members 
Mstep: Class 25 contains 40378 members 
Mstep: Class 26 contains 59204 members 
Mstep: Class 27 contains 28750 members 
Mstep: Class 28 contains 1150 members 
Mstep: Class 29 contains 45577 members 
Mstep: Class 30 contains 11191 members 
Mstep: Class 31 contains 6331 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8464 members 
Mstep: Class 34 contains 454 members 
Mstep: Class 35 contains 3384 members 
Mstep: Class 36 contains 8218 members 
Mstep: Class 37 contains 4440 members 
Mstep: Class 38 contains 417 members 
Mstep: Class 39 contains 1811 members 
Mstep: Class 40 contains 19113 members 
Mstep: Class 41 contains 422 members 
Mstep: Class 42 contains 3013 members 
Mstep: Class 43 contains 4305 members 
Mstep: Class 44 contains 5375 members 
Mstep: Class 45 contains 20984 members 
Mstep: Class 46 contains 13188 members 
Mstep: Class 47 contains 375 members 
Mstep: Class 48 contains 8290 members 
Mstep: Class 49 contains 26990 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 1022 members 
Mstep: Class 52 contains 524 members 
Mstep: Class 53 contains 3054 members 
Mstep: Class 54 contains 1654 members 
Mstep: Class 55 contains 4487 members 
Mstep: Class 56 contains 17098 members 
Mstep: Class 57 contains 610 members 
Mstep: Class 58 contains 402 members 
Mstep: Class 59 contains 587 members 
Mstep: Class 60 contains 4632 members 
Mstep: Class 61 contains 1716 members 
Mstep: Class 62 contains 1809 members 
Mstep: Class 63 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147533840.000000 Penalty: 218548.375000
Iteration 151Q: 64 clusters Score -1.475338e+08 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 23107 members 
Mstep: Class 2 contains 7883 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 223945 members 
Mstep: Class 5 contains 4145 members 
Mstep: Class 6 contains 2315 members 
Mstep: Class 7 contains 9537 members 
Mstep: Class 8 contains 13765 members 
Mstep: Class 9 contains 7584 members 
Mstep: Class 10 contains 27357 members 
Mstep: Class 11 contains 11556 members 
Mstep: Class 12 contains 779 members 
Mstep: Class 13 contains 3243 members 
Mstep: Class 14 contains 36039 members 
Mstep: Class 15 contains 182180 members 
Mstep: Class 16 contains 23156 members 
Mstep: Class 17 contains 540 members 
Mstep: Class 18 contains 17483 members 
Mstep: Class 19 contains 164561 members 
Mstep: Class 20 contains 56193 members 
Mstep: Class 21 contains 2341 members 
Mstep: Class 22 contains 1227 members 
Mstep: Class 23 contains 4378 members 
Mstep: Class 24 contains 3013 members 
Mstep: Class 25 contains 40367 members 
Mstep: Class 26 contains 59196 members 
Mstep: Class 27 contains 28750 members 
Mstep: Class 28 contains 1150 members 
Mstep: Class 29 contains 45566 members 
Mstep: Class 30 contains 11190 members 
Mstep: Class 31 contains 6343 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8465 members 
Mstep: Class 34 contains 454 members 
Mstep: Class 35 contains 3383 members 
Mstep: Class 36 contains 8223 members 
Mstep: Class 37 contains 4442 members 
Mstep: Class 38 contains 417 members 
Mstep: Class 39 contains 1812 members 
Mstep: Class 40 contains 19124 members 
Mstep: Class 41 contains 422 members 
Mstep: Class 42 contains 3013 members 
Mstep: Class 43 contains 4312 members 
Mstep: Class 44 contains 5375 members 
Mstep: Class 45 contains 21003 members 
Mstep: Class 46 contains 13187 members 
Mstep: Class 47 contains 375 members 
Mstep: Class 48 contains 8290 members 
Mstep: Class 49 contains 26980 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 1022 members 
Mstep: Class 52 contains 524 members 
Mstep: Class 53 contains 3054 members 
Mstep: Class 54 contains 1654 members 
Mstep: Class 55 contains 4504 members 
Mstep: Class 56 contains 17105 members 
Mstep: Class 57 contains 610 members 
Mstep: Class 58 contains 402 members 
Mstep: Class 59 contains 587 members 
Mstep: Class 60 contains 4640 members 
Mstep: Class 61 contains 1716 members 
Mstep: Class 62 contains 1809 members 
Mstep: Class 63 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147533808.000000 Penalty: 218548.375000
Iteration 152Q: 64 clusters Score -1.475338e+08 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 23105 members 
Mstep: Class 2 contains 7901 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 223953 members 
Mstep: Class 5 contains 4145 members 
Mstep: Class 6 contains 2321 members 
Mstep: Class 7 contains 9536 members 
Mstep: Class 8 contains 13773 members 
Mstep: Class 9 contains 7584 members 
Mstep: Class 10 contains 27349 members 
Mstep: Class 11 contains 11561 members 
Mstep: Class 12 contains 779 members 
Mstep: Class 13 contains 3249 members 
Mstep: Class 14 contains 36055 members 
Mstep: Class 15 contains 182116 members 
Mstep: Class 16 contains 23155 members 
Mstep: Class 17 contains 540 members 
Mstep: Class 18 contains 17472 members 
Mstep: Class 19 contains 164565 members 
Mstep: Class 20 contains 56162 members 
Mstep: Class 21 contains 2342 members 
Mstep: Class 22 contains 1227 members 
Mstep: Class 23 contains 4377 members 
Mstep: Class 24 contains 3022 members 
Mstep: Class 25 contains 40353 members 
Mstep: Class 26 contains 59187 members 
Mstep: Class 27 contains 28749 members 
Mstep: Class 28 contains 1150 members 
Mstep: Class 29 contains 45559 members 
Mstep: Class 30 contains 11186 members 
Mstep: Class 31 contains 6361 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8468 members 
Mstep: Class 34 contains 454 members 
Mstep: Class 35 contains 3384 members 
Mstep: Class 36 contains 8228 members 
Mstep: Class 37 contains 4443 members 
Mstep: Class 38 contains 417 members 
Mstep: Class 39 contains 1813 members 
Mstep: Class 40 contains 19133 members 
Mstep: Class 41 contains 422 members 
Mstep: Class 42 contains 3013 members 
Mstep: Class 43 contains 4318 members 
Mstep: Class 44 contains 5375 members 
Mstep: Class 45 contains 21026 members 
Mstep: Class 46 contains 13184 members 
Mstep: Class 47 contains 375 members 
Mstep: Class 48 contains 8288 members 
Mstep: Class 49 contains 26967 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 1022 members 
Mstep: Class 52 contains 524 members 
Mstep: Class 53 contains 3054 members 
Mstep: Class 54 contains 1654 members 
Mstep: Class 55 contains 4510 members 
Mstep: Class 56 contains 17112 members 
Mstep: Class 57 contains 610 members 
Mstep: Class 58 contains 402 members 
Mstep: Class 59 contains 587 members 
Mstep: Class 60 contains 4651 members 
Mstep: Class 61 contains 1716 members 
Mstep: Class 62 contains 1809 members 
Mstep: Class 63 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147533600.000000 Penalty: 218548.375000
Iteration 153Q: 64 clusters Score -1.475336e+08 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 23104 members 
Mstep: Class 2 contains 7920 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 223941 members 
Mstep: Class 5 contains 4145 members 
Mstep: Class 6 contains 2325 members 
Mstep: Class 7 contains 9537 members 
Mstep: Class 8 contains 13770 members 
Mstep: Class 9 contains 7585 members 
Mstep: Class 10 contains 27346 members 
Mstep: Class 11 contains 11562 members 
Mstep: Class 12 contains 779 members 
Mstep: Class 13 contains 3256 members 
Mstep: Class 14 contains 36064 members 
Mstep: Class 15 contains 182074 members 
Mstep: Class 16 contains 23154 members 
Mstep: Class 17 contains 540 members 
Mstep: Class 18 contains 17459 members 
Mstep: Class 19 contains 164562 members 
Mstep: Class 20 contains 56148 members 
Mstep: Class 21 contains 2342 members 
Mstep: Class 22 contains 1227 members 
Mstep: Class 23 contains 4376 members 
Mstep: Class 24 contains 3027 members 
Mstep: Class 25 contains 40346 members 
Mstep: Class 26 contains 59183 members 
Mstep: Class 27 contains 28746 members 
Mstep: Class 28 contains 1150 members 
Mstep: Class 29 contains 45553 members 
Mstep: Class 30 contains 11182 members 
Mstep: Class 31 contains 6373 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8468 members 
Mstep: Class 34 contains 454 members 
Mstep: Class 35 contains 3386 members 
Mstep: Class 36 contains 8230 members 
Mstep: Class 37 contains 4443 members 
Mstep: Class 38 contains 417 members 
Mstep: Class 39 contains 1815 members 
Mstep: Class 40 contains 19143 members 
Mstep: Class 41 contains 422 members 
Mstep: Class 42 contains 3013 members 
Mstep: Class 43 contains 4323 members 
Mstep: Class 44 contains 5375 members 
Mstep: Class 45 contains 21035 members 
Mstep: Class 46 contains 13186 members 
Mstep: Class 47 contains 375 members 
Mstep: Class 48 contains 8288 members 
Mstep: Class 49 contains 26961 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 1022 members 
Mstep: Class 52 contains 524 members 
Mstep: Class 53 contains 3054 members 
Mstep: Class 54 contains 1654 members 
Mstep: Class 55 contains 4521 members 
Mstep: Class 56 contains 17124 members 
Mstep: Class 57 contains 610 members 
Mstep: Class 58 contains 402 members 
Mstep: Class 59 contains 587 members 
Mstep: Class 60 contains 4660 members 
Mstep: Class 61 contains 1716 members 
Mstep: Class 62 contains 1809 members 
Mstep: Class 63 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147533600.000000 Penalty: 218548.375000
Iteration 154Q: 64 clusters Score -1.475336e+08 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 23098 members 
Mstep: Class 2 contains 7941 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 223935 members 
Mstep: Class 5 contains 4145 members 
Mstep: Class 6 contains 2325 members 
Mstep: Class 7 contains 9543 members 
Mstep: Class 8 contains 13787 members 
Mstep: Class 9 contains 7583 members 
Mstep: Class 10 contains 27340 members 
Mstep: Class 11 contains 11559 members 
Mstep: Class 12 contains 779 members 
Mstep: Class 13 contains 3259 members 
Mstep: Class 14 contains 36070 members 
Mstep: Class 15 contains 182028 members 
Mstep: Class 16 contains 23154 members 
Mstep: Class 17 contains 540 members 
Mstep: Class 18 contains 17448 members 
Mstep: Class 19 contains 164562 members 
Mstep: Class 20 contains 56127 members 
Mstep: Class 21 contains 2342 members 
Mstep: Class 22 contains 1227 members 
Mstep: Class 23 contains 4375 members 
Mstep: Class 24 contains 3033 members 
Mstep: Class 25 contains 40350 members 
Mstep: Class 26 contains 59178 members 
Mstep: Class 27 contains 28741 members 
Mstep: Class 28 contains 1150 members 
Mstep: Class 29 contains 45543 members 
Mstep: Class 30 contains 11179 members 
Mstep: Class 31 contains 6380 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8469 members 
Mstep: Class 34 contains 454 members 
Mstep: Class 35 contains 3385 members 
Mstep: Class 36 contains 8240 members 
Mstep: Class 37 contains 4442 members 
Mstep: Class 38 contains 417 members 
Mstep: Class 39 contains 1817 members 
Mstep: Class 40 contains 19151 members 
Mstep: Class 41 contains 422 members 
Mstep: Class 42 contains 3014 members 
Mstep: Class 43 contains 4327 members 
Mstep: Class 44 contains 5375 members 
Mstep: Class 45 contains 21056 members 
Mstep: Class 46 contains 13180 members 
Mstep: Class 47 contains 375 members 
Mstep: Class 48 contains 8287 members 
Mstep: Class 49 contains 26953 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 1022 members 
Mstep: Class 52 contains 524 members 
Mstep: Class 53 contains 3055 members 
Mstep: Class 54 contains 1654 members 
Mstep: Class 55 contains 4527 members 
Mstep: Class 56 contains 17134 members 
Mstep: Class 57 contains 610 members 
Mstep: Class 58 contains 402 members 
Mstep: Class 59 contains 587 members 
Mstep: Class 60 contains 4668 members 
Mstep: Class 61 contains 1716 members 
Mstep: Class 62 contains 1809 members 
Mstep: Class 63 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147533696.000000 Penalty: 218548.375000
Iteration 155Q: 64 clusters Score -1.475337e+08 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 23090 members 
Mstep: Class 2 contains 7949 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 223925 members 
Mstep: Class 5 contains 4145 members 
Mstep: Class 6 contains 2325 members 
Mstep: Class 7 contains 9546 members 
Mstep: Class 8 contains 13818 members 
Mstep: Class 9 contains 7582 members 
Mstep: Class 10 contains 27339 members 
Mstep: Class 11 contains 11561 members 
Mstep: Class 12 contains 779 members 
Mstep: Class 13 contains 3264 members 
Mstep: Class 14 contains 36075 members 
Mstep: Class 15 contains 181994 members 
Mstep: Class 16 contains 23154 members 
Mstep: Class 17 contains 540 members 
Mstep: Class 18 contains 17440 members 
Mstep: Class 19 contains 164569 members 
Mstep: Class 20 contains 56101 members 
Mstep: Class 21 contains 2342 members 
Mstep: Class 22 contains 1227 members 
Mstep: Class 23 contains 4375 members 
Mstep: Class 24 contains 3038 members 
Mstep: Class 25 contains 40352 members 
Mstep: Class 26 contains 59171 members 
Mstep: Class 27 contains 28735 members 
Mstep: Class 28 contains 1150 members 
Mstep: Class 29 contains 45526 members 
Mstep: Class 30 contains 11175 members 
Mstep: Class 31 contains 6388 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8470 members 
Mstep: Class 34 contains 454 members 
Mstep: Class 35 contains 3385 members 
Mstep: Class 36 contains 8241 members 
Mstep: Class 37 contains 4441 members 
Mstep: Class 38 contains 417 members 
Mstep: Class 39 contains 1819 members 
Mstep: Class 40 contains 19160 members 
Mstep: Class 41 contains 422 members 
Mstep: Class 42 contains 3015 members 
Mstep: Class 43 contains 4332 members 
Mstep: Class 44 contains 5375 members 
Mstep: Class 45 contains 21074 members 
Mstep: Class 46 contains 13177 members 
Mstep: Class 47 contains 375 members 
Mstep: Class 48 contains 8289 members 
Mstep: Class 49 contains 26945 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 1022 members 
Mstep: Class 52 contains 524 members 
Mstep: Class 53 contains 3055 members 
Mstep: Class 54 contains 1654 members 
Mstep: Class 55 contains 4534 members 
Mstep: Class 56 contains 17140 members 
Mstep: Class 57 contains 610 members 
Mstep: Class 58 contains 402 members 
Mstep: Class 59 contains 587 members 
Mstep: Class 60 contains 4674 members 
Mstep: Class 61 contains 1716 members 
Mstep: Class 62 contains 1809 members 
Mstep: Class 63 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147533664.000000 Penalty: 218548.375000
Iteration 156Q: 64 clusters Score -1.475337e+08 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 23085 members 
Mstep: Class 2 contains 7960 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 223913 members 
Mstep: Class 5 contains 4145 members 
Mstep: Class 6 contains 2322 members 
Mstep: Class 7 contains 9546 members 
Mstep: Class 8 contains 13834 members 
Mstep: Class 9 contains 7581 members 
Mstep: Class 10 contains 27338 members 
Mstep: Class 11 contains 11562 members 
Mstep: Class 12 contains 779 members 
Mstep: Class 13 contains 3267 members 
Mstep: Class 14 contains 36087 members 
Mstep: Class 15 contains 181967 members 
Mstep: Class 16 contains 23153 members 
Mstep: Class 17 contains 540 members 
Mstep: Class 18 contains 17435 members 
Mstep: Class 19 contains 164584 members 
Mstep: Class 20 contains 56087 members 
Mstep: Class 21 contains 2342 members 
Mstep: Class 22 contains 1227 members 
Mstep: Class 23 contains 4374 members 
Mstep: Class 24 contains 3052 members 
Mstep: Class 25 contains 40353 members 
Mstep: Class 26 contains 59165 members 
Mstep: Class 27 contains 28735 members 
Mstep: Class 28 contains 1150 members 
Mstep: Class 29 contains 45515 members 
Mstep: Class 30 contains 11173 members 
Mstep: Class 31 contains 6389 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8469 members 
Mstep: Class 34 contains 454 members 
Mstep: Class 35 contains 3385 members 
Mstep: Class 36 contains 8239 members 
Mstep: Class 37 contains 4441 members 
Mstep: Class 38 contains 417 members 
Mstep: Class 39 contains 1821 members 
Mstep: Class 40 contains 19169 members 
Mstep: Class 41 contains 422 members 
Mstep: Class 42 contains 3017 members 
Mstep: Class 43 contains 4333 members 
Mstep: Class 44 contains 5375 members 
Mstep: Class 45 contains 21077 members 
Mstep: Class 46 contains 13172 members 
Mstep: Class 47 contains 375 members 
Mstep: Class 48 contains 8290 members 
Mstep: Class 49 contains 26936 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 1022 members 
Mstep: Class 52 contains 524 members 
Mstep: Class 53 contains 3056 members 
Mstep: Class 54 contains 1654 members 
Mstep: Class 55 contains 4540 members 
Mstep: Class 56 contains 17141 members 
Mstep: Class 57 contains 610 members 
Mstep: Class 58 contains 402 members 
Mstep: Class 59 contains 587 members 
Mstep: Class 60 contains 4680 members 
Mstep: Class 61 contains 1716 members 
Mstep: Class 62 contains 1809 members 
Mstep: Class 63 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147533584.000000 Penalty: 218548.375000
Iteration 157Q: 64 clusters Score -1.475336e+08 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 23080 members 
Mstep: Class 2 contains 7973 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 223907 members 
Mstep: Class 5 contains 4145 members 
Mstep: Class 6 contains 2323 members 
Mstep: Class 7 contains 9548 members 
Mstep: Class 8 contains 13843 members 
Mstep: Class 9 contains 7579 members 
Mstep: Class 10 contains 27338 members 
Mstep: Class 11 contains 11559 members 
Mstep: Class 12 contains 779 members 
Mstep: Class 13 contains 3272 members 
Mstep: Class 14 contains 36090 members 
Mstep: Class 15 contains 181936 members 
Mstep: Class 16 contains 23150 members 
Mstep: Class 17 contains 540 members 
Mstep: Class 18 contains 17432 members 
Mstep: Class 19 contains 164592 members 
Mstep: Class 20 contains 56083 members 
Mstep: Class 21 contains 2342 members 
Mstep: Class 22 contains 1227 members 
Mstep: Class 23 contains 4375 members 
Mstep: Class 24 contains 3059 members 
Mstep: Class 25 contains 40352 members 
Mstep: Class 26 contains 59159 members 
Mstep: Class 27 contains 28737 members 
Mstep: Class 28 contains 1150 members 
Mstep: Class 29 contains 45501 members 
Mstep: Class 30 contains 11171 members 
Mstep: Class 31 contains 6396 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8470 members 
Mstep: Class 34 contains 454 members 
Mstep: Class 35 contains 3385 members 
Mstep: Class 36 contains 8241 members 
Mstep: Class 37 contains 4441 members 
Mstep: Class 38 contains 417 members 
Mstep: Class 39 contains 1821 members 
Mstep: Class 40 contains 19182 members 
Mstep: Class 41 contains 422 members 
Mstep: Class 42 contains 3017 members 
Mstep: Class 43 contains 4334 members 
Mstep: Class 44 contains 5375 members 
Mstep: Class 45 contains 21082 members 
Mstep: Class 46 contains 13170 members 
Mstep: Class 47 contains 375 members 
Mstep: Class 48 contains 8289 members 
Mstep: Class 49 contains 26925 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 1022 members 
Mstep: Class 52 contains 524 members 
Mstep: Class 53 contains 3058 members 
Mstep: Class 54 contains 1654 members 
Mstep: Class 55 contains 4544 members 
Mstep: Class 56 contains 17145 members 
Mstep: Class 57 contains 610 members 
Mstep: Class 58 contains 402 members 
Mstep: Class 59 contains 587 members 
Mstep: Class 60 contains 4684 members 
Mstep: Class 61 contains 1716 members 
Mstep: Class 62 contains 1809 members 
Mstep: Class 63 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147533744.000000 Penalty: 218548.375000
Iteration 158Q: 64 clusters Score -1.475337e+08 nChanged 249
Entering ConstructFrom: 
Score: -147533744.000000 Penalty: 218548.375000
Entering ConstructFrom: 
Trying to split cluster 1 (23072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23072 members 
Entering Unmasked Estep 
Score: -2990597.250000 Penalty: 2491.500977
	Iteration 0F: 2 clusters Score -2990597 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11539 members 
Mstep: Class 2 contains 11533 members 
Entering Unmasked Estep 
Score: -2974445.000000 Penalty: 4983.001953
	Iteration 0F: 3 clusters Score -2974445 nChanged 10143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11530 members 
Mstep: Class 2 contains 11542 members 
Entering Unmasked Estep 
Score: -2979846.250000 Penalty: 4983.001953
	Iteration 1F: 3 clusters Score -2979846 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11438 members 
Mstep: Class 2 contains 11634 members 
Entering Unmasked Estep 
Score: -2980209.000000 Penalty: 4983.001953
	Iteration 2Q: 3 clusters Score -2980209 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11315 members 
Mstep: Class 2 contains 11757 members 
Entering Unmasked Estep 
Score: -2980476.250000 Penalty: 4983.001953
	Iteration 3Q: 3 clusters Score -2980476 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11135 members 
Mstep: Class 2 contains 11937 members 
Entering Unmasked Estep 
Score: -2980721.500000 Penalty: 4983.001953
	Iteration 4Q: 3 clusters Score -2980722 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 12192 members 
Entering Unmasked Estep 
Score: -2980954.000000 Penalty: 4983.001953
	Iteration 5Q: 3 clusters Score -2980954 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10567 members 
Mstep: Class 2 contains 12505 members 
Entering Unmasked Estep 
Score: -2981233.750000 Penalty: 4983.001953
	Iteration 6Q: 3 clusters Score -2981234 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10181 members 
Mstep: Class 2 contains 12891 members 
Entering Unmasked Estep 
Score: -2981525.000000 Penalty: 4983.001953
	Iteration 7Q: 3 clusters Score -2981525 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 13376 members 
Entering Unmasked Estep 
Score: -2981826.500000 Penalty: 4983.001953
	Iteration 8Q: 3 clusters Score -2981826 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 13985 members 
Entering Unmasked Estep 
Score: -2982209.250000 Penalty: 4983.001953
	Iteration 9Q: 3 clusters Score -2982209 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 14754 members 
Entering Unmasked Estep 
Score: -2982684.250000 Penalty: 4983.001953
	Iteration 10Q: 3 clusters Score -2982684 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 15658 members 
Entering Unmasked Estep 
Score: -2983347.250000 Penalty: 4983.001953
	Iteration 11Q: 3 clusters Score -2983347 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 16763 members 
Entering Unmasked Estep 
Score: -2984264.000000 Penalty: 4983.001953
	Iteration 12F: 3 clusters Score -2984264 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 17861 members 
Entering Unmasked Estep 
Score: -2985270.750000 Penalty: 4983.001953
	Iteration 13F: 3 clusters Score -2985271 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 18830 members 
Entering Unmasked Estep 
Score: -2986207.500000 Penalty: 4983.001953
	Iteration 14Q: 3 clusters Score -2986208 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 19551 members 
Entering Unmasked Estep 
Score: -2986903.750000 Penalty: 4983.001953
	Iteration 15Q: 3 clusters Score -2986904 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 20071 members 
Entering Unmasked Estep 
Score: -2987319.000000 Penalty: 4983.001953
	Iteration 16Q: 3 clusters Score -2987319 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 20437 members 
Entering Unmasked Estep 
Score: -2987603.500000 Penalty: 4983.001953
	Iteration 17Q: 3 clusters Score -2987604 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 20717 members 
Entering Unmasked Estep 
Score: -2987795.000000 Penalty: 4983.001953
	Iteration 18Q: 3 clusters Score -2987795 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 20943 members 
Entering Unmasked Estep 
Score: -2987964.250000 Penalty: 4983.001953
	Iteration 19Q: 3 clusters Score -2987964 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 21117 members 
Entering Unmasked Estep 
Score: -2988043.500000 Penalty: 4983.001953
	Iteration 20F: 3 clusters Score -2988044 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 21241 members 
Entering Unmasked Estep 
Score: -2988096.500000 Penalty: 4983.001953
	Iteration 21Q: 3 clusters Score -2988096 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 21344 members 
Entering Unmasked Estep 
Score: -2988144.500000 Penalty: 4983.001953
	Iteration 22Q: 3 clusters Score -2988144 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 21436 members 
Entering Unmasked Estep 
Score: -2988185.500000 Penalty: 4983.001953
	Iteration 23Q: 3 clusters Score -2988186 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 21529 members 
Entering Unmasked Estep 
Score: -2988219.750000 Penalty: 4983.001953
	Iteration 24Q: 3 clusters Score -2988220 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 21596 members 
Entering Unmasked Estep 
Score: -2988250.500000 Penalty: 4983.001953
	Iteration 25Q: 3 clusters Score -2988250 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 21653 members 
Entering Unmasked Estep 
Score: -2988276.250000 Penalty: 4983.001953
	Iteration 26Q: 3 clusters Score -2988276 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 21697 members 
Entering Unmasked Estep 
Score: -2988283.250000 Penalty: 4983.001953
	Iteration 27Q: 3 clusters Score -2988283 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 21742 members 
Entering Unmasked Estep 
Score: -2988305.000000 Penalty: 4983.001953
	Iteration 28Q: 3 clusters Score -2988305 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 21779 members 
Entering Unmasked Estep 
Score: -2988324.250000 Penalty: 4983.001953
	Iteration 29Q: 3 clusters Score -2988324 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 21819 members 
Entering Unmasked Estep 
Score: -2988340.250000 Penalty: 4983.001953
	Iteration 30Q: 3 clusters Score -2988340 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 21858 members 
Entering Unmasked Estep 
Score: -2988359.750000 Penalty: 4983.001953
	Iteration 31Q: 3 clusters Score -2988360 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 21894 members 
Entering Unmasked Estep 
Score: -2988374.500000 Penalty: 4983.001953
	Iteration 32Q: 3 clusters Score -2988374 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 21923 members 
Entering Unmasked Estep 
Score: -2988392.000000 Penalty: 4983.001953
	Iteration 33Q: 3 clusters Score -2988392 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 21942 members 
Entering Unmasked Estep 
Score: -2988396.000000 Penalty: 4983.001953
	Iteration 34Q: 3 clusters Score -2988396 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 21959 members 
Entering Unmasked Estep 
Score: -2988406.000000 Penalty: 4983.001953
	Iteration 35Q: 3 clusters Score -2988406 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 21976 members 
Entering Unmasked Estep 
Score: -2988407.500000 Penalty: 4983.001953
	Iteration 36Q: 3 clusters Score -2988408 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 21989 members 
Entering Unmasked Estep 
Score: -2988416.500000 Penalty: 4983.001953
	Iteration 37Q: 3 clusters Score -2988416 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 22003 members 
Entering Unmasked Estep 
Score: -2988425.500000 Penalty: 4983.001953
	Iteration 38Q: 3 clusters Score -2988426 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 22015 members 
Entering Unmasked Estep 
Score: -2988429.500000 Penalty: 4983.001953
	Iteration 39Q: 3 clusters Score -2988430 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 22032 members 
Entering Unmasked Estep 
Score: -2988437.500000 Penalty: 4983.001953
	Iteration 40F: 3 clusters Score -2988438 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 22048 members 
Entering Unmasked Estep 
Score: -2988438.000000 Penalty: 4983.001953
	Iteration 41Q: 3 clusters Score -2988438 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 22061 members 
Entering Unmasked Estep 
Score: -2988445.500000 Penalty: 4983.001953
	Iteration 42Q: 3 clusters Score -2988446 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 22075 members 
Entering Unmasked Estep 
Score: -2988451.000000 Penalty: 4983.001953
	Iteration 43Q: 3 clusters Score -2988451 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 22086 members 
Entering Unmasked Estep 
Score: -2988461.250000 Penalty: 4983.001953
	Iteration 44Q: 3 clusters Score -2988461 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 22091 members 
Entering Unmasked Estep 
Score: -2988461.250000 Penalty: 4983.001953
	Iteration 45Q: 3 clusters Score -2988461 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 22097 members 
Entering Unmasked Estep 
Score: -2988464.250000 Penalty: 4983.001953
	Iteration 46Q: 3 clusters Score -2988464 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 22102 members 
Entering Unmasked Estep 
Score: -2988468.500000 Penalty: 4983.001953
	Iteration 47Q: 3 clusters Score -2988468 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 22105 members 
Entering Unmasked Estep 
Score: -2988472.000000 Penalty: 4983.001953
	Iteration 48Q: 3 clusters Score -2988472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 22108 members 
Entering Unmasked Estep 
Score: -2988470.250000 Penalty: 4983.001953
	Iteration 49Q: 3 clusters Score -2988470 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 22112 members 
Entering Unmasked Estep 
Score: -2988471.500000 Penalty: 4983.001953
	Iteration 50Q: 3 clusters Score -2988472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 22115 members 
Entering Unmasked Estep 
Score: -2988472.250000 Penalty: 4983.001953
	Iteration 51Q: 3 clusters Score -2988472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 22117 members 
Entering Unmasked Estep 
Score: -2988473.500000 Penalty: 4983.001953
	Iteration 52Q: 3 clusters Score -2988474 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 22120 members 
Entering Unmasked Estep 
Score: -2988474.000000 Penalty: 4983.001953
	Iteration 53Q: 3 clusters Score -2988474 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 22121 members 
Entering Unmasked Estep 
Score: -2988477.000000 Penalty: 4983.001953
	Iteration 54Q: 3 clusters Score -2988477 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 22121 members 
Entering Unmasked Estep 
Score: -2988475.750000 Penalty: 4983.001953
	Iteration 55Q: 3 clusters Score -2988476 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 22122 members 
Entering Unmasked Estep 
Score: -2988474.000000 Penalty: 4983.001953
	Iteration 56Q: 3 clusters Score -2988474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 22124 members 
Entering Unmasked Estep 
Score: -2988474.000000 Penalty: 4983.001953
	Iteration 57Q: 3 clusters Score -2988474 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 22127 members 
Entering Unmasked Estep 
Score: -2988475.750000 Penalty: 4983.001953
	Iteration 58Q: 3 clusters Score -2988476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 22129 members 
Entering Unmasked Estep 
Score: -2988476.750000 Penalty: 4983.001953
	Iteration 59Q: 3 clusters Score -2988477 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 22129 members 
Entering Unmasked Estep 
Score: -2988476.750000 Penalty: 4983.001953
	Iteration 60F: 3 clusters Score -2988477 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (7984 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Entering Unmasked Estep 
Score: -987619.250000 Penalty: 2228.328369
	Iteration 0F: 2 clusters Score -987619.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -981267.437500 Penalty: 4456.656738
	Iteration 0F: 3 clusters Score -981267.4 nChanged 3227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -983460.062500 Penalty: 4456.656738
	Iteration 1F: 3 clusters Score -983460.1 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -984315.687500 Penalty: 4456.656738
	Iteration 2F: 3 clusters Score -984315.7 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -985314.812500 Penalty: 4456.656738
	Iteration 3F: 3 clusters Score -985314.8 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -986440.375000 Penalty: 4456.656738
	Iteration 4F: 3 clusters Score -986440.4 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -987173.062500 Penalty: 4456.656738
	Iteration 5F: 3 clusters Score -987173.1 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -987492.625000 Penalty: 4456.656738
	Iteration 6Q: 3 clusters Score -987492.6 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -987670.937500 Penalty: 4456.656738
	Iteration 7Q: 3 clusters Score -987670.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -987798.000000 Penalty: 4456.656738
	Iteration 8Q: 3 clusters Score -987798 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -987897.437500 Penalty: 4456.656738
	Iteration 9Q: 3 clusters Score -987897.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -987970.625000 Penalty: 4456.656738
	Iteration 10Q: 3 clusters Score -987970.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -988026.000000 Penalty: 4456.656738
	Iteration 11Q: 3 clusters Score -988026 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -988073.937500 Penalty: 4456.656738
	Iteration 12Q: 3 clusters Score -988073.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -988102.937500 Penalty: 4456.656738
	Iteration 13Q: 3 clusters Score -988102.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -988132.375000 Penalty: 4456.656738
	Iteration 14Q: 3 clusters Score -988132.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -988158.500000 Penalty: 4456.656738
	Iteration 15Q: 3 clusters Score -988158.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -988181.312500 Penalty: 4456.656738
	Iteration 16Q: 3 clusters Score -988181.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -988193.250000 Penalty: 4456.656738
	Iteration 17Q: 3 clusters Score -988193.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -988204.562500 Penalty: 4456.656738
	Iteration 18Q: 3 clusters Score -988204.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -988209.875000 Penalty: 4456.656738
	Iteration 19Q: 3 clusters Score -988209.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -988216.875000 Penalty: 4456.656738
	Iteration 20F: 3 clusters Score -988216.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -988226.937500 Penalty: 4456.656738
	Iteration 21Q: 3 clusters Score -988226.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -988234.250000 Penalty: 4456.656738
	Iteration 22Q: 3 clusters Score -988234.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -988237.125000 Penalty: 4456.656738
	Iteration 23Q: 3 clusters Score -988237.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -988240.437500 Penalty: 4456.656738
	Iteration 24Q: 3 clusters Score -988240.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -988244.187500 Penalty: 4456.656738
	Iteration 25Q: 3 clusters Score -988244.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -988247.437500 Penalty: 4456.656738
	Iteration 26Q: 3 clusters Score -988247.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -988247.312500 Penalty: 4456.656738
	Iteration 27Q: 3 clusters Score -988247.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -988248.500000 Penalty: 4456.656738
	Iteration 28Q: 3 clusters Score -988248.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -988252.312500 Penalty: 4456.656738
	Iteration 29Q: 3 clusters Score -988252.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -988253.250000 Penalty: 4456.656738
	Iteration 30Q: 3 clusters Score -988253.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -988253.875000 Penalty: 4456.656738
	Iteration 31Q: 3 clusters Score -988253.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -988253.687500 Penalty: 4456.656738
	Iteration 32Q: 3 clusters Score -988253.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -988254.687500 Penalty: 4456.656738
	Iteration 33Q: 3 clusters Score -988254.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -988255.312500 Penalty: 4456.656738
	Iteration 34Q: 3 clusters Score -988255.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -988255.312500 Penalty: 4456.656738
	Iteration 35F: 3 clusters Score -988255.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 23072 members 
Mstep: Class 2 contains 2077 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 223912 members 
Mstep: Class 5 contains 4145 members 
Mstep: Class 6 contains 2321 members 
Mstep: Class 7 contains 9548 members 
Mstep: Class 8 contains 13865 members 
Mstep: Class 9 contains 7578 members 
Mstep: Class 10 contains 27338 members 
Mstep: Class 11 contains 11557 members 
Mstep: Class 12 contains 779 members 
Mstep: Class 13 contains 3274 members 
Mstep: Class 14 contains 36092 members 
Mstep: Class 15 contains 181891 members 
Mstep: Class 16 contains 23145 members 
Mstep: Class 17 contains 540 members 
Mstep: Class 18 contains 17424 members 
Mstep: Class 19 contains 164592 members 
Mstep: Class 20 contains 56074 members 
Mstep: Class 21 contains 2342 members 
Mstep: Class 22 contains 1227 members 
Mstep: Class 23 contains 4376 members 
Mstep: Class 24 contains 3071 members 
Mstep: Class 25 contains 40354 members 
Mstep: Class 26 contains 59151 members 
Mstep: Class 27 contains 28742 members 
Mstep: Class 28 contains 1150 members 
Mstep: Class 29 contains 45491 members 
Mstep: Class 30 contains 11167 members 
Mstep: Class 31 contains 6406 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8471 members 
Mstep: Class 34 contains 454 members 
Mstep: Class 35 contains 3385 members 
Mstep: Class 36 contains 8247 members 
Mstep: Class 37 contains 4442 members 
Mstep: Class 38 contains 417 members 
Mstep: Class 39 contains 1821 members 
Mstep: Class 40 contains 19197 members 
Mstep: Class 41 contains 422 members 
Mstep: Class 42 contains 3017 members 
Mstep: Class 43 contains 4335 members 
Mstep: Class 44 contains 5375 members 
Mstep: Class 45 contains 21078 members 
Mstep: Class 46 contains 13169 members 
Mstep: Class 47 contains 375 members 
Mstep: Class 48 contains 8288 members 
Mstep: Class 49 contains 26921 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 1022 members 
Mstep: Class 52 contains 524 members 
Mstep: Class 53 contains 3059 members 
Mstep: Class 54 contains 1654 members 
Mstep: Class 55 contains 4546 members 
Mstep: Class 56 contains 17151 members 
Mstep: Class 57 contains 610 members 
Mstep: Class 58 contains 402 members 
Mstep: Class 59 contains 587 members 
Mstep: Class 60 contains 4691 members 
Mstep: Class 61 contains 1716 members 
Mstep: Class 62 contains 1809 members 
Mstep: Class 63 contains 575 members 
Mstep: Class 64 contains 5907 members 
Entering Unmasked Estep 
Score: -147533248.000000 Penalty: 222017.406250
Splitting cluster 2 changes total score from -147533744.000000 to -147533248.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (1069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Entering Unmasked Estep 
Score: -153178.171875 Penalty: 1729.670776
	Iteration 0F: 2 clusters Score -153178.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -151374.531250 Penalty: 3459.341553
	Iteration 0F: 3 clusters Score -151374.5 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -152643.890625 Penalty: 3459.341553
	Iteration 1F: 3 clusters Score -152643.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -153422.328125 Penalty: 3459.341553
	Iteration 2F: 3 clusters Score -153422.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -153742.281250 Penalty: 3459.341553
	Iteration 3F: 3 clusters Score -153742.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -153943.265625 Penalty: 3459.341553
	Iteration 4Q: 3 clusters Score -153943.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -154053.203125 Penalty: 3459.341553
	Iteration 5Q: 3 clusters Score -154053.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -154111.328125 Penalty: 3459.341553
	Iteration 6Q: 3 clusters Score -154111.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -154123.828125 Penalty: 3459.341553
	Iteration 7Q: 3 clusters Score -154123.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -154126.593750 Penalty: 3459.341553
	Iteration 8Q: 3 clusters Score -154126.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -154128.906250 Penalty: 3459.341553
	Iteration 9Q: 3 clusters Score -154128.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -154128.906250 Penalty: 3459.341553
	Iteration 10F: 3 clusters Score -154128.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 23072 members 
Mstep: Class 2 contains 7984 members 
Mstep: Class 3 contains 557 members 
Mstep: Class 4 contains 223912 members 
Mstep: Class 5 contains 4145 members 
Mstep: Class 6 contains 2321 members 
Mstep: Class 7 contains 9548 members 
Mstep: Class 8 contains 13865 members 
Mstep: Class 9 contains 7578 members 
Mstep: Class 10 contains 27338 members 
Mstep: Class 11 contains 11557 members 
Mstep: Class 12 contains 779 members 
Mstep: Class 13 contains 3274 members 
Mstep: Class 14 contains 36092 members 
Mstep: Class 15 contains 181891 members 
Mstep: Class 16 contains 23145 members 
Mstep: Class 17 contains 540 members 
Mstep: Class 18 contains 17424 members 
Mstep: Class 19 contains 164592 members 
Mstep: Class 20 contains 56074 members 
Mstep: Class 21 contains 2342 members 
Mstep: Class 22 contains 1227 members 
Mstep: Class 23 contains 4376 members 
Mstep: Class 24 contains 3071 members 
Mstep: Class 25 contains 40354 members 
Mstep: Class 26 contains 59151 members 
Mstep: Class 27 contains 28742 members 
Mstep: Class 28 contains 1150 members 
Mstep: Class 29 contains 45491 members 
Mstep: Class 30 contains 11167 members 
Mstep: Class 31 contains 6406 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8471 members 
Mstep: Class 34 contains 454 members 
Mstep: Class 35 contains 3385 members 
Mstep: Class 36 contains 8247 members 
Mstep: Class 37 contains 4442 members 
Mstep: Class 38 contains 417 members 
Mstep: Class 39 contains 1821 members 
Mstep: Class 40 contains 19197 members 
Mstep: Class 41 contains 422 members 
Mstep: Class 42 contains 3017 members 
Mstep: Class 43 contains 4335 members 
Mstep: Class 44 contains 5375 members 
Mstep: Class 45 contains 21078 members 
Mstep: Class 46 contains 13169 members 
Mstep: Class 47 contains 375 members 
Mstep: Class 48 contains 8288 members 
Mstep: Class 49 contains 26921 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 1022 members 
Mstep: Class 52 contains 524 members 
Mstep: Class 53 contains 3059 members 
Mstep: Class 54 contains 1654 members 
Mstep: Class 55 contains 4546 members 
Mstep: Class 56 contains 17151 members 
Mstep: Class 57 contains 610 members 
Mstep: Class 58 contains 402 members 
Mstep: Class 59 contains 587 members 
Mstep: Class 60 contains 4691 members 
Mstep: Class 61 contains 1716 members 
Mstep: Class 62 contains 1809 members 
Mstep: Class 63 contains 575 members 
Mstep: Class 64 contains 512 members 
Entering Unmasked Estep 
Score: -147532752.000000 Penalty: 222017.406250
Splitting cluster 3 changes total score from -147533744.000000 to -147532752.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (223912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223912 members 
Entering Unmasked Estep 
Score: -28900444.000000 Penalty: 3055.114258
	Iteration 0F: 2 clusters Score -2.890044e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111559 members 
Mstep: Class 2 contains 112353 members 
Entering Unmasked Estep 
Score: -28767912.000000 Penalty: 6110.228516
	Iteration 0F: 3 clusters Score -2.876791e+07 nChanged 107957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107512 members 
Mstep: Class 2 contains 116400 members 
Entering Unmasked Estep 
Score: -28833020.000000 Penalty: 6110.228516
	Iteration 1F: 3 clusters Score -2.883302e+07 nChanged 6914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105288 members 
Mstep: Class 2 contains 118624 members 
Entering Unmasked Estep 
Score: -28835112.000000 Penalty: 6110.228516
	Iteration 2Q: 3 clusters Score -2.883511e+07 nChanged 8073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101989 members 
Mstep: Class 2 contains 121923 members 
Entering Unmasked Estep 
Score: -28838204.000000 Penalty: 6110.228516
	Iteration 3Q: 3 clusters Score -2.88382e+07 nChanged 9455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97366 members 
Mstep: Class 2 contains 126546 members 
Entering Unmasked Estep 
Score: -28842284.000000 Penalty: 6110.228516
	Iteration 4Q: 3 clusters Score -2.884228e+07 nChanged 10978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90726 members 
Mstep: Class 2 contains 133186 members 
Entering Unmasked Estep 
Score: -28847966.000000 Penalty: 6110.228516
	Iteration 5Q: 3 clusters Score -2.884797e+07 nChanged 12322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81884 members 
Mstep: Class 2 contains 142028 members 
Entering Unmasked Estep 
Score: -28855544.000000 Penalty: 6110.228516
	Iteration 6F: 3 clusters Score -2.885554e+07 nChanged 13507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70607 members 
Mstep: Class 2 contains 153305 members 
Entering Unmasked Estep 
Score: -28864824.000000 Penalty: 6110.228516
	Iteration 7F: 3 clusters Score -2.886482e+07 nChanged 13910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57581 members 
Mstep: Class 2 contains 166331 members 
Entering Unmasked Estep 
Score: -28874940.000000 Penalty: 6110.228516
	Iteration 8F: 3 clusters Score -2.887494e+07 nChanged 13886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43971 members 
Mstep: Class 2 contains 179941 members 
Entering Unmasked Estep 
Score: -28884826.000000 Penalty: 6110.228516
	Iteration 9F: 3 clusters Score -2.888483e+07 nChanged 12723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31330 members 
Mstep: Class 2 contains 192582 members 
Entering Unmasked Estep 
Score: -28891974.000000 Penalty: 6110.228516
	Iteration 10F: 3 clusters Score -2.889197e+07 nChanged 10011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21379 members 
Mstep: Class 2 contains 202533 members 
Entering Unmasked Estep 
Score: -28895620.000000 Penalty: 6110.228516
	Iteration 11Q: 3 clusters Score -2.889562e+07 nChanged 6850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14573 members 
Mstep: Class 2 contains 209339 members 
Entering Unmasked Estep 
Score: -28897026.000000 Penalty: 6110.228516
	Iteration 12Q: 3 clusters Score -2.889703e+07 nChanged 4376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10239 members 
Mstep: Class 2 contains 213673 members 
Entering Unmasked Estep 
Score: -28897696.000000 Penalty: 6110.228516
	Iteration 13Q: 3 clusters Score -2.88977e+07 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 216494 members 
Entering Unmasked Estep 
Score: -28897970.000000 Penalty: 6110.228516
	Iteration 14Q: 3 clusters Score -2.889797e+07 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 218240 members 
Entering Unmasked Estep 
Score: -28898128.000000 Penalty: 6110.228516
	Iteration 15Q: 3 clusters Score -2.889813e+07 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 219387 members 
Entering Unmasked Estep 
Score: -28898276.000000 Penalty: 6110.228516
	Iteration 16Q: 3 clusters Score -2.889828e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 220107 members 
Entering Unmasked Estep 
Score: -28898370.000000 Penalty: 6110.228516
	Iteration 17Q: 3 clusters Score -2.889837e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 220607 members 
Entering Unmasked Estep 
Score: -28898372.000000 Penalty: 6110.228516
	Iteration 18Q: 3 clusters Score -2.889837e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 220972 members 
Entering Unmasked Estep 
Score: -28898344.000000 Penalty: 6110.228516
	Iteration 19Q: 3 clusters Score -2.889834e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 221217 members 
Entering Unmasked Estep 
Score: -28898392.000000 Penalty: 6110.228516
	Iteration 20F: 3 clusters Score -2.889839e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 221416 members 
Entering Unmasked Estep 
Score: -28898412.000000 Penalty: 6110.228516
	Iteration 21Q: 3 clusters Score -2.889841e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 221571 members 
Entering Unmasked Estep 
Score: -28898330.000000 Penalty: 6110.228516
	Iteration 22Q: 3 clusters Score -2.889833e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 221691 members 
Entering Unmasked Estep 
Score: -28898372.000000 Penalty: 6110.228516
	Iteration 23Q: 3 clusters Score -2.889837e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 221811 members 
Entering Unmasked Estep 
Score: -28898418.000000 Penalty: 6110.228516
	Iteration 24Q: 3 clusters Score -2.889842e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 221895 members 
Entering Unmasked Estep 
Score: -28898438.000000 Penalty: 6110.228516
	Iteration 25Q: 3 clusters Score -2.889844e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 221981 members 
Entering Unmasked Estep 
Score: -28898448.000000 Penalty: 6110.228516
	Iteration 26Q: 3 clusters Score -2.889845e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 222053 members 
Entering Unmasked Estep 
Score: -28898430.000000 Penalty: 6110.228516
	Iteration 27Q: 3 clusters Score -2.889843e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 222108 members 
Entering Unmasked Estep 
Score: -28898404.000000 Penalty: 6110.228516
	Iteration 28Q: 3 clusters Score -2.88984e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 222148 members 
Entering Unmasked Estep 
Score: -28898436.000000 Penalty: 6110.228516
	Iteration 29Q: 3 clusters Score -2.889844e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 222184 members 
Entering Unmasked Estep 
Score: -28898448.000000 Penalty: 6110.228516
	Iteration 30Q: 3 clusters Score -2.889845e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 222214 members 
Entering Unmasked Estep 
Score: -28898462.000000 Penalty: 6110.228516
	Iteration 31Q: 3 clusters Score -2.889846e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 222243 members 
Entering Unmasked Estep 
Score: -28898450.000000 Penalty: 6110.228516
	Iteration 32Q: 3 clusters Score -2.889845e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 222271 members 
Entering Unmasked Estep 
Score: -28898444.000000 Penalty: 6110.228516
	Iteration 33Q: 3 clusters Score -2.889844e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 222293 members 
Entering Unmasked Estep 
Score: -28898448.000000 Penalty: 6110.228516
	Iteration 34Q: 3 clusters Score -2.889845e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 222311 members 
Entering Unmasked Estep 
Score: -28898452.000000 Penalty: 6110.228516
	Iteration 35Q: 3 clusters Score -2.889845e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 222338 members 
Entering Unmasked Estep 
Score: -28898446.000000 Penalty: 6110.228516
	Iteration 36Q: 3 clusters Score -2.889845e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 222353 members 
Entering Unmasked Estep 
Score: -28898444.000000 Penalty: 6110.228516
	Iteration 37Q: 3 clusters Score -2.889844e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 222375 members 
Entering Unmasked Estep 
Score: -28898456.000000 Penalty: 6110.228516
	Iteration 38Q: 3 clusters Score -2.889846e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 222391 members 
Entering Unmasked Estep 
Score: -28898478.000000 Penalty: 6110.228516
	Iteration 39Q: 3 clusters Score -2.889848e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 222408 members 
Entering Unmasked Estep 
Score: -28898480.000000 Penalty: 6110.228516
	Iteration 40F: 3 clusters Score -2.889848e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 222422 members 
Entering Unmasked Estep 
Score: -28898484.000000 Penalty: 6110.228516
	Iteration 41Q: 3 clusters Score -2.889848e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 222430 members 
Entering Unmasked Estep 
Score: -28898468.000000 Penalty: 6110.228516
	Iteration 42Q: 3 clusters Score -2.889847e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 222432 members 
Entering Unmasked Estep 
Score: -28898464.000000 Penalty: 6110.228516
	Iteration 43Q: 3 clusters Score -2.889846e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 222436 members 
Entering Unmasked Estep 
Score: -28898480.000000 Penalty: 6110.228516
	Iteration 44Q: 3 clusters Score -2.889848e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 222443 members 
Entering Unmasked Estep 
Score: -28898460.000000 Penalty: 6110.228516
	Iteration 45Q: 3 clusters Score -2.889846e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 222444 members 
Entering Unmasked Estep 
Score: -28898456.000000 Penalty: 6110.228516
	Iteration 46Q: 3 clusters Score -2.889846e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 222447 members 
Entering Unmasked Estep 
Score: -28898472.000000 Penalty: 6110.228516
	Iteration 47Q: 3 clusters Score -2.889847e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 222451 members 
Entering Unmasked Estep 
Score: -28898472.000000 Penalty: 6110.228516
	Iteration 48Q: 3 clusters Score -2.889847e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 222450 members 
Entering Unmasked Estep 
Score: -28898468.000000 Penalty: 6110.228516
	Iteration 49Q: 3 clusters Score -2.889847e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 222450 members 
Entering Unmasked Estep 
Score: -28898480.000000 Penalty: 6110.228516
	Iteration 50Q: 3 clusters Score -2.889848e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 222453 members 
Entering Unmasked Estep 
Score: -28898476.000000 Penalty: 6110.228516
	Iteration 51Q: 3 clusters Score -2.889848e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 222454 members 
Entering Unmasked Estep 
Score: -28898484.000000 Penalty: 6110.228516
	Iteration 52Q: 3 clusters Score -2.889848e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 222454 members 
Entering Unmasked Estep 
Score: -28898476.000000 Penalty: 6110.228516
	Iteration 53Q: 3 clusters Score -2.889848e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 222455 members 
Entering Unmasked Estep 
Score: -28898470.000000 Penalty: 6110.228516
	Iteration 54Q: 3 clusters Score -2.889847e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 222457 members 
Entering Unmasked Estep 
Score: -28898478.000000 Penalty: 6110.228516
	Iteration 55Q: 3 clusters Score -2.889848e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 222461 members 
Entering Unmasked Estep 
Score: -28898458.000000 Penalty: 6110.228516
	Iteration 56Q: 3 clusters Score -2.889846e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 222463 members 
Entering Unmasked Estep 
Score: -28898472.000000 Penalty: 6110.228516
	Iteration 57Q: 3 clusters Score -2.889847e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 222469 members 
Entering Unmasked Estep 
Score: -28898462.000000 Penalty: 6110.228516
	Iteration 58Q: 3 clusters Score -2.889846e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 222468 members 
Entering Unmasked Estep 
Score: -28898478.000000 Penalty: 6110.228516
	Iteration 59Q: 3 clusters Score -2.889848e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 222471 members 
Entering Unmasked Estep 
Score: -28898464.000000 Penalty: 6110.228516
	Iteration 60F: 3 clusters Score -2.889846e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 222471 members 
Entering Unmasked Estep 
Score: -28898484.000000 Penalty: 6110.228516
	Iteration 61Q: 3 clusters Score -2.889848e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 222473 members 
Entering Unmasked Estep 
Score: -28898484.000000 Penalty: 6110.228516
	Iteration 62Q: 3 clusters Score -2.889848e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 222474 members 
Entering Unmasked Estep 
Score: -28898482.000000 Penalty: 6110.228516
	Iteration 63Q: 3 clusters Score -2.889848e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 222476 members 
Entering Unmasked Estep 
Score: -28898466.000000 Penalty: 6110.228516
	Iteration 64Q: 3 clusters Score -2.889847e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 222481 members 
Entering Unmasked Estep 
Score: -28898444.000000 Penalty: 6110.228516
	Iteration 65Q: 3 clusters Score -2.889844e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 222483 members 
Entering Unmasked Estep 
Score: -28898466.000000 Penalty: 6110.228516
	Iteration 66Q: 3 clusters Score -2.889847e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 222485 members 
Entering Unmasked Estep 
Score: -28898458.000000 Penalty: 6110.228516
	Iteration 67Q: 3 clusters Score -2.889846e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 222485 members 
Entering Unmasked Estep 
Score: -28898458.000000 Penalty: 6110.228516
	Iteration 68Q: 3 clusters Score -2.889846e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 222487 members 
Entering Unmasked Estep 
Score: -28898456.000000 Penalty: 6110.228516
	Iteration 69Q: 3 clusters Score -2.889846e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 222491 members 
Entering Unmasked Estep 
Score: -28898440.000000 Penalty: 6110.228516
	Iteration 70Q: 3 clusters Score -2.889844e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 222494 members 
Entering Unmasked Estep 
Score: -28898432.000000 Penalty: 6110.228516
	Iteration 71Q: 3 clusters Score -2.889843e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 222496 members 
Entering Unmasked Estep 
Score: -28898438.000000 Penalty: 6110.228516
	Iteration 72Q: 3 clusters Score -2.889844e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 222500 members 
Entering Unmasked Estep 
Score: -28898432.000000 Penalty: 6110.228516
	Iteration 73Q: 3 clusters Score -2.889843e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 222505 members 
Entering Unmasked Estep 
Score: -28898450.000000 Penalty: 6110.228516
	Iteration 74Q: 3 clusters Score -2.889845e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 222509 members 
Entering Unmasked Estep 
Score: -28898426.000000 Penalty: 6110.228516
	Iteration 75Q: 3 clusters Score -2.889843e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 222516 members 
Entering Unmasked Estep 
Score: -28898438.000000 Penalty: 6110.228516
	Iteration 76Q: 3 clusters Score -2.889844e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 222523 members 
Entering Unmasked Estep 
Score: -28898446.000000 Penalty: 6110.228516
	Iteration 77Q: 3 clusters Score -2.889845e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 222526 members 
Entering Unmasked Estep 
Score: -28898454.000000 Penalty: 6110.228516
	Iteration 78Q: 3 clusters Score -2.889845e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 222533 members 
Entering Unmasked Estep 
Score: -28898460.000000 Penalty: 6110.228516
	Iteration 79Q: 3 clusters Score -2.889846e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 222536 members 
Entering Unmasked Estep 
Score: -28898468.000000 Penalty: 6110.228516
	Iteration 80F: 3 clusters Score -2.889847e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 222540 members 
Entering Unmasked Estep 
Score: -28898470.000000 Penalty: 6110.228516
	Iteration 81Q: 3 clusters Score -2.889847e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 222544 members 
Entering Unmasked Estep 
Score: -28898478.000000 Penalty: 6110.228516
	Iteration 82Q: 3 clusters Score -2.889848e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 222550 members 
Entering Unmasked Estep 
Score: -28898472.000000 Penalty: 6110.228516
	Iteration 83Q: 3 clusters Score -2.889847e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 222556 members 
Entering Unmasked Estep 
Score: -28898474.000000 Penalty: 6110.228516
	Iteration 84Q: 3 clusters Score -2.889847e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 222561 members 
Entering Unmasked Estep 
Score: -28898470.000000 Penalty: 6110.228516
	Iteration 85Q: 3 clusters Score -2.889847e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 222566 members 
Entering Unmasked Estep 
Score: -28898488.000000 Penalty: 6110.228516
	Iteration 86Q: 3 clusters Score -2.889849e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 222567 members 
Entering Unmasked Estep 
Score: -28898474.000000 Penalty: 6110.228516
	Iteration 87Q: 3 clusters Score -2.889847e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 222567 members 
Entering Unmasked Estep 
Score: -28898492.000000 Penalty: 6110.228516
	Iteration 88Q: 3 clusters Score -2.889849e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 222568 members 
Entering Unmasked Estep 
Score: -28898484.000000 Penalty: 6110.228516
	Iteration 89Q: 3 clusters Score -2.889848e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 222570 members 
Entering Unmasked Estep 
Score: -28898490.000000 Penalty: 6110.228516
	Iteration 90Q: 3 clusters Score -2.889849e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 222571 members 
Entering Unmasked Estep 
Score: -28898476.000000 Penalty: 6110.228516
	Iteration 91Q: 3 clusters Score -2.889848e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 222572 members 
Entering Unmasked Estep 
Score: -28898482.000000 Penalty: 6110.228516
	Iteration 92Q: 3 clusters Score -2.889848e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 222573 members 
Entering Unmasked Estep 
Score: -28898480.000000 Penalty: 6110.228516
	Iteration 93Q: 3 clusters Score -2.889848e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 222574 members 
Entering Unmasked Estep 
Score: -28898484.000000 Penalty: 6110.228516
	Iteration 94Q: 3 clusters Score -2.889848e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 222576 members 
Entering Unmasked Estep 
Score: -28898484.000000 Penalty: 6110.228516
	Iteration 95Q: 3 clusters Score -2.889848e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 222576 members 
Entering Unmasked Estep 
Score: -28898480.000000 Penalty: 6110.228516
	Iteration 96Q: 3 clusters Score -2.889848e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 222576 members 
Entering Unmasked Estep 
Score: -28898480.000000 Penalty: 6110.228516
	Iteration 97F: 3 clusters Score -2.889848e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Entering Unmasked Estep 
Score: -744523.687500 Penalty: 2065.755371
	Iteration 0F: 2 clusters Score -744523.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -740569.687500 Penalty: 4131.510742
	Iteration 0F: 3 clusters Score -740569.7 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -741489.312500 Penalty: 4131.510742
	Iteration 1F: 3 clusters Score -741489.3 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -741735.312500 Penalty: 4131.510742
	Iteration 2F: 3 clusters Score -741735.3 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -741931.312500 Penalty: 4131.510742
	Iteration 3F: 3 clusters Score -741931.3 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -742079.625000 Penalty: 4131.510742
	Iteration 4F: 3 clusters Score -742079.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -742229.375000 Penalty: 4131.510742
	Iteration 5Q: 3 clusters Score -742229.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -742407.312500 Penalty: 4131.510742
	Iteration 6Q: 3 clusters Score -742407.3 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -742584.812500 Penalty: 4131.510742
	Iteration 7Q: 3 clusters Score -742584.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -742812.812500 Penalty: 4131.510742
	Iteration 8Q: 3 clusters Score -742812.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -743027.562500 Penalty: 4131.510742
	Iteration 9F: 3 clusters Score -743027.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -743165.750000 Penalty: 4131.510742
	Iteration 10Q: 3 clusters Score -743165.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -743294.250000 Penalty: 4131.510742
	Iteration 11Q: 3 clusters Score -743294.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -743387.875000 Penalty: 4131.510742
	Iteration 12Q: 3 clusters Score -743387.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -743456.062500 Penalty: 4131.510742
	Iteration 13Q: 3 clusters Score -743456.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -743500.375000 Penalty: 4131.510742
	Iteration 14Q: 3 clusters Score -743500.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -743548.000000 Penalty: 4131.510742
	Iteration 15Q: 3 clusters Score -743548 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -743594.937500 Penalty: 4131.510742
	Iteration 16Q: 3 clusters Score -743594.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -743625.375000 Penalty: 4131.510742
	Iteration 17Q: 3 clusters Score -743625.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -743643.562500 Penalty: 4131.510742
	Iteration 18Q: 3 clusters Score -743643.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -743658.750000 Penalty: 4131.510742
	Iteration 19Q: 3 clusters Score -743658.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -743665.625000 Penalty: 4131.510742
	Iteration 20F: 3 clusters Score -743665.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -743671.500000 Penalty: 4131.510742
	Iteration 21Q: 3 clusters Score -743671.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -743679.187500 Penalty: 4131.510742
	Iteration 22Q: 3 clusters Score -743679.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -743681.625000 Penalty: 4131.510742
	Iteration 23Q: 3 clusters Score -743681.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -743682.812500 Penalty: 4131.510742
	Iteration 24Q: 3 clusters Score -743682.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -743686.312500 Penalty: 4131.510742
	Iteration 25Q: 3 clusters Score -743686.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -743687.937500 Penalty: 4131.510742
	Iteration 26Q: 3 clusters Score -743687.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -743687.937500 Penalty: 4131.510742
	Iteration 27F: 3 clusters Score -743687.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Entering Unmasked Estep 
Score: -278283.875000 Penalty: 1921.938843
	Iteration 0F: 2 clusters Score -278283.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -275471.468750 Penalty: 3843.877686
	Iteration 0F: 3 clusters Score -275471.5 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -276017.906250 Penalty: 3843.877686
	Iteration 1F: 3 clusters Score -276017.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -276159.375000 Penalty: 3843.877686
	Iteration 2F: 3 clusters Score -276159.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -276245.718750 Penalty: 3843.877686
	Iteration 3Q: 3 clusters Score -276245.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -276300.843750 Penalty: 3843.877686
	Iteration 4Q: 3 clusters Score -276300.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -276357.093750 Penalty: 3843.877686
	Iteration 5Q: 3 clusters Score -276357.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -276399.750000 Penalty: 3843.877686
	Iteration 6Q: 3 clusters Score -276399.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -276430.718750 Penalty: 3843.877686
	Iteration 7Q: 3 clusters Score -276430.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -276462.437500 Penalty: 3843.877686
	Iteration 8Q: 3 clusters Score -276462.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -276484.593750 Penalty: 3843.877686
	Iteration 9Q: 3 clusters Score -276484.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -276511.500000 Penalty: 3843.877686
	Iteration 10Q: 3 clusters Score -276511.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -276540.281250 Penalty: 3843.877686
	Iteration 11Q: 3 clusters Score -276540.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -276568.875000 Penalty: 3843.877686
	Iteration 12Q: 3 clusters Score -276568.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -276592.406250 Penalty: 3843.877686
	Iteration 13Q: 3 clusters Score -276592.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -276616.156250 Penalty: 3843.877686
	Iteration 14Q: 3 clusters Score -276616.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -276638.718750 Penalty: 3843.877686
	Iteration 15Q: 3 clusters Score -276638.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -276658.000000 Penalty: 3843.877686
	Iteration 16Q: 3 clusters Score -276658 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -276679.375000 Penalty: 3843.877686
	Iteration 17Q: 3 clusters Score -276679.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -276697.312500 Penalty: 3843.877686
	Iteration 18Q: 3 clusters Score -276697.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -276719.281250 Penalty: 3843.877686
	Iteration 19Q: 3 clusters Score -276719.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -276751.718750 Penalty: 3843.877686
	Iteration 20F: 3 clusters Score -276751.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -276775.468750 Penalty: 3843.877686
	Iteration 21Q: 3 clusters Score -276775.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -276794.531250 Penalty: 3843.877686
	Iteration 22Q: 3 clusters Score -276794.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -276806.875000 Penalty: 3843.877686
	Iteration 23Q: 3 clusters Score -276806.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -276817.687500 Penalty: 3843.877686
	Iteration 24Q: 3 clusters Score -276817.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -276824.343750 Penalty: 3843.877686
	Iteration 25Q: 3 clusters Score -276824.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -276827.812500 Penalty: 3843.877686
	Iteration 26Q: 3 clusters Score -276827.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -276830.812500 Penalty: 3843.877686
	Iteration 27Q: 3 clusters Score -276830.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -276836.562500 Penalty: 3843.877686
	Iteration 28Q: 3 clusters Score -276836.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -276839.093750 Penalty: 3843.877686
	Iteration 29Q: 3 clusters Score -276839.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -276840.281250 Penalty: 3843.877686
	Iteration 30Q: 3 clusters Score -276840.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -276840.437500 Penalty: 3843.877686
	Iteration 31Q: 3 clusters Score -276840.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -276840.906250 Penalty: 3843.877686
	Iteration 32Q: 3 clusters Score -276840.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -276841.687500 Penalty: 3843.877686
	Iteration 33Q: 3 clusters Score -276841.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -276842.156250 Penalty: 3843.877686
	Iteration 34Q: 3 clusters Score -276842.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -276842.156250 Penalty: 3843.877686
	Iteration 35F: 3 clusters Score -276842.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (9548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9548 members 
Entering Unmasked Estep 
Score: -1093426.000000 Penalty: 2272.693604
	Iteration 0F: 2 clusters Score -1093426 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -1086039.250000 Penalty: 4545.387207
	Iteration 0F: 3 clusters Score -1086039 nChanged 4020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -1088377.250000 Penalty: 4545.387207
	Iteration 1F: 3 clusters Score -1088377 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -1088882.375000 Penalty: 4545.387207
	Iteration 2F: 3 clusters Score -1088882 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -1089308.000000 Penalty: 4545.387207
	Iteration 3F: 3 clusters Score -1089308 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -1089626.250000 Penalty: 4545.387207
	Iteration 4F: 3 clusters Score -1089626 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -1089873.250000 Penalty: 4545.387207
	Iteration 5Q: 3 clusters Score -1089873 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -1090062.375000 Penalty: 4545.387207
	Iteration 6Q: 3 clusters Score -1090062 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -1090207.875000 Penalty: 4545.387207
	Iteration 7Q: 3 clusters Score -1090208 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -1090333.625000 Penalty: 4545.387207
	Iteration 8Q: 3 clusters Score -1090334 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -1090422.875000 Penalty: 4545.387207
	Iteration 9Q: 3 clusters Score -1090423 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -1090497.750000 Penalty: 4545.387207
	Iteration 10Q: 3 clusters Score -1090498 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -1090564.500000 Penalty: 4545.387207
	Iteration 11Q: 3 clusters Score -1090564 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -1090625.750000 Penalty: 4545.387207
	Iteration 12Q: 3 clusters Score -1090626 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -1090681.125000 Penalty: 4545.387207
	Iteration 13Q: 3 clusters Score -1090681 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -1090734.250000 Penalty: 4545.387207
	Iteration 14Q: 3 clusters Score -1090734 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -1090819.750000 Penalty: 4545.387207
	Iteration 15Q: 3 clusters Score -1090820 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -1090910.375000 Penalty: 4545.387207
	Iteration 16Q: 3 clusters Score -1090910 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -1090994.125000 Penalty: 4545.387207
	Iteration 17Q: 3 clusters Score -1090994 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -1091045.250000 Penalty: 4545.387207
	Iteration 18Q: 3 clusters Score -1091045 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -1091090.625000 Penalty: 4545.387207
	Iteration 19Q: 3 clusters Score -1091091 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -1091135.250000 Penalty: 4545.387207
	Iteration 20F: 3 clusters Score -1091135 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -1091174.875000 Penalty: 4545.387207
	Iteration 21Q: 3 clusters Score -1091175 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -1091204.375000 Penalty: 4545.387207
	Iteration 22Q: 3 clusters Score -1091204 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -1091235.375000 Penalty: 4545.387207
	Iteration 23Q: 3 clusters Score -1091235 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -1091257.625000 Penalty: 4545.387207
	Iteration 24Q: 3 clusters Score -1091258 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -1091296.375000 Penalty: 4545.387207
	Iteration 25Q: 3 clusters Score -1091296 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -1091335.625000 Penalty: 4545.387207
	Iteration 26Q: 3 clusters Score -1091336 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -1091366.625000 Penalty: 4545.387207
	Iteration 27Q: 3 clusters Score -1091367 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -1091392.250000 Penalty: 4545.387207
	Iteration 28Q: 3 clusters Score -1091392 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -1091418.500000 Penalty: 4545.387207
	Iteration 29Q: 3 clusters Score -1091418 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -1091450.250000 Penalty: 4545.387207
	Iteration 30Q: 3 clusters Score -1091450 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -1091487.000000 Penalty: 4545.387207
	Iteration 31Q: 3 clusters Score -1091487 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -1091522.125000 Penalty: 4545.387207
	Iteration 32Q: 3 clusters Score -1091522 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -1091548.875000 Penalty: 4545.387207
	Iteration 33Q: 3 clusters Score -1091549 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -1091580.000000 Penalty: 4545.387207
	Iteration 34Q: 3 clusters Score -1091580 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -1091606.000000 Penalty: 4545.387207
	Iteration 35Q: 3 clusters Score -1091606 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -1091631.125000 Penalty: 4545.387207
	Iteration 36Q: 3 clusters Score -1091631 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -1091652.250000 Penalty: 4545.387207
	Iteration 37Q: 3 clusters Score -1091652 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -1091674.125000 Penalty: 4545.387207
	Iteration 38Q: 3 clusters Score -1091674 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -1091692.625000 Penalty: 4545.387207
	Iteration 39Q: 3 clusters Score -1091693 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -1091719.375000 Penalty: 4545.387207
	Iteration 40F: 3 clusters Score -1091719 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -1091741.250000 Penalty: 4545.387207
	Iteration 41Q: 3 clusters Score -1091741 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -1091752.375000 Penalty: 4545.387207
	Iteration 42Q: 3 clusters Score -1091752 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -1091770.250000 Penalty: 4545.387207
	Iteration 43Q: 3 clusters Score -1091770 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -1091787.000000 Penalty: 4545.387207
	Iteration 44Q: 3 clusters Score -1091787 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -1091799.750000 Penalty: 4545.387207
	Iteration 45Q: 3 clusters Score -1091800 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -1091816.500000 Penalty: 4545.387207
	Iteration 46Q: 3 clusters Score -1091816 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -1091827.250000 Penalty: 4545.387207
	Iteration 47Q: 3 clusters Score -1091827 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -1091843.250000 Penalty: 4545.387207
	Iteration 48Q: 3 clusters Score -1091843 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -1091856.875000 Penalty: 4545.387207
	Iteration 49Q: 3 clusters Score -1091857 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -1091875.000000 Penalty: 4545.387207
	Iteration 50Q: 3 clusters Score -1091875 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -1091891.750000 Penalty: 4545.387207
	Iteration 51Q: 3 clusters Score -1091892 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -1091906.750000 Penalty: 4545.387207
	Iteration 52Q: 3 clusters Score -1091907 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -1091925.500000 Penalty: 4545.387207
	Iteration 53Q: 3 clusters Score -1091926 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -1091933.125000 Penalty: 4545.387207
	Iteration 54Q: 3 clusters Score -1091933 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -1091947.500000 Penalty: 4545.387207
	Iteration 55Q: 3 clusters Score -1091948 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -1091957.125000 Penalty: 4545.387207
	Iteration 56Q: 3 clusters Score -1091957 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -1091964.875000 Penalty: 4545.387207
	Iteration 57Q: 3 clusters Score -1091965 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -1091975.750000 Penalty: 4545.387207
	Iteration 58Q: 3 clusters Score -1091976 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -1091989.750000 Penalty: 4545.387207
	Iteration 59Q: 3 clusters Score -1091990 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -1091997.375000 Penalty: 4545.387207
	Iteration 60F: 3 clusters Score -1091997 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -1092008.625000 Penalty: 4545.387207
	Iteration 61Q: 3 clusters Score -1092009 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -1092013.000000 Penalty: 4545.387207
	Iteration 62Q: 3 clusters Score -1092013 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -1092020.625000 Penalty: 4545.387207
	Iteration 63Q: 3 clusters Score -1092021 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -1092028.625000 Penalty: 4545.387207
	Iteration 64Q: 3 clusters Score -1092029 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -1092039.375000 Penalty: 4545.387207
	Iteration 65Q: 3 clusters Score -1092039 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -1092040.500000 Penalty: 4545.387207
	Iteration 66Q: 3 clusters Score -1092040 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -1092045.625000 Penalty: 4545.387207
	Iteration 67Q: 3 clusters Score -1092046 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -1092045.375000 Penalty: 4545.387207
	Iteration 68Q: 3 clusters Score -1092045 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -1092046.625000 Penalty: 4545.387207
	Iteration 69Q: 3 clusters Score -1092047 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -1092045.250000 Penalty: 4545.387207
	Iteration 70Q: 3 clusters Score -1092045 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -1092047.125000 Penalty: 4545.387207
	Iteration 71Q: 3 clusters Score -1092047 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -1092045.625000 Penalty: 4545.387207
	Iteration 72Q: 3 clusters Score -1092046 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -1092049.000000 Penalty: 4545.387207
	Iteration 73Q: 3 clusters Score -1092049 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -1092049.000000 Penalty: 4545.387207
	Iteration 74F: 3 clusters Score -1092049 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (13865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13865 members 
Entering Unmasked Estep 
Score: -1782482.875000 Penalty: 2365.206543
	Iteration 0F: 2 clusters Score -1782483 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -1772337.625000 Penalty: 4730.413086
	Iteration 0F: 3 clusters Score -1772338 nChanged 5906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -1775495.125000 Penalty: 4730.413086
	Iteration 1F: 3 clusters Score -1775495 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -1775943.500000 Penalty: 4730.413086
	Iteration 2F: 3 clusters Score -1775944 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -1776342.500000 Penalty: 4730.413086
	Iteration 3F: 3 clusters Score -1776342 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -1776718.250000 Penalty: 4730.413086
	Iteration 4F: 3 clusters Score -1776718 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -1777113.750000 Penalty: 4730.413086
	Iteration 5F: 3 clusters Score -1777114 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -1777586.625000 Penalty: 4730.413086
	Iteration 6F: 3 clusters Score -1777587 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9962 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -1778131.625000 Penalty: 4730.413086
	Iteration 7F: 3 clusters Score -1778132 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10585 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -1778742.000000 Penalty: 4730.413086
	Iteration 8F: 3 clusters Score -1778742 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11098 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -1779300.000000 Penalty: 4730.413086
	Iteration 9Q: 3 clusters Score -1779300 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11464 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -1779722.875000 Penalty: 4730.413086
	Iteration 10Q: 3 clusters Score -1779723 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11727 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -1779976.500000 Penalty: 4730.413086
	Iteration 11Q: 3 clusters Score -1779976 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11891 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -1780123.375000 Penalty: 4730.413086
	Iteration 12Q: 3 clusters Score -1780123 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12006 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -1780207.500000 Penalty: 4730.413086
	Iteration 13Q: 3 clusters Score -1780208 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12108 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -1780276.250000 Penalty: 4730.413086
	Iteration 14Q: 3 clusters Score -1780276 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12195 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -1780320.375000 Penalty: 4730.413086
	Iteration 15Q: 3 clusters Score -1780320 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12260 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -1780354.125000 Penalty: 4730.413086
	Iteration 16Q: 3 clusters Score -1780354 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12317 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -1780380.875000 Penalty: 4730.413086
	Iteration 17Q: 3 clusters Score -1780381 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12357 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -1780393.750000 Penalty: 4730.413086
	Iteration 18Q: 3 clusters Score -1780394 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12383 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -1780407.125000 Penalty: 4730.413086
	Iteration 19Q: 3 clusters Score -1780407 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12405 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -1780414.250000 Penalty: 4730.413086
	Iteration 20F: 3 clusters Score -1780414 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12426 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -1780420.375000 Penalty: 4730.413086
	Iteration 21Q: 3 clusters Score -1780420 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12448 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -1780430.125000 Penalty: 4730.413086
	Iteration 22Q: 3 clusters Score -1780430 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12469 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -1780438.375000 Penalty: 4730.413086
	Iteration 23Q: 3 clusters Score -1780438 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12492 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -1780453.625000 Penalty: 4730.413086
	Iteration 24Q: 3 clusters Score -1780454 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12522 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -1780463.375000 Penalty: 4730.413086
	Iteration 25Q: 3 clusters Score -1780463 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12550 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -1780481.250000 Penalty: 4730.413086
	Iteration 26Q: 3 clusters Score -1780481 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12569 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -1780483.625000 Penalty: 4730.413086
	Iteration 27Q: 3 clusters Score -1780484 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12588 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -1780492.125000 Penalty: 4730.413086
	Iteration 28Q: 3 clusters Score -1780492 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12608 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1780499.375000 Penalty: 4730.413086
	Iteration 29Q: 3 clusters Score -1780499 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12637 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -1780509.000000 Penalty: 4730.413086
	Iteration 30Q: 3 clusters Score -1780509 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12661 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -1780521.000000 Penalty: 4730.413086
	Iteration 31Q: 3 clusters Score -1780521 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12680 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -1780526.000000 Penalty: 4730.413086
	Iteration 32Q: 3 clusters Score -1780526 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12695 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -1780536.750000 Penalty: 4730.413086
	Iteration 33Q: 3 clusters Score -1780537 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12709 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -1780538.625000 Penalty: 4730.413086
	Iteration 34Q: 3 clusters Score -1780539 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12722 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -1780543.875000 Penalty: 4730.413086
	Iteration 35Q: 3 clusters Score -1780544 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12734 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -1780547.125000 Penalty: 4730.413086
	Iteration 36Q: 3 clusters Score -1780547 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12742 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -1780548.000000 Penalty: 4730.413086
	Iteration 37Q: 3 clusters Score -1780548 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12749 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1780550.375000 Penalty: 4730.413086
	Iteration 38Q: 3 clusters Score -1780550 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12753 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1780555.875000 Penalty: 4730.413086
	Iteration 39Q: 3 clusters Score -1780556 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12757 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -1780557.000000 Penalty: 4730.413086
	Iteration 40F: 3 clusters Score -1780557 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12762 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -1780558.625000 Penalty: 4730.413086
	Iteration 41Q: 3 clusters Score -1780559 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12770 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1780560.375000 Penalty: 4730.413086
	Iteration 42Q: 3 clusters Score -1780560 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12776 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -1780559.750000 Penalty: 4730.413086
	Iteration 43Q: 3 clusters Score -1780560 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12783 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -1780562.500000 Penalty: 4730.413086
	Iteration 44Q: 3 clusters Score -1780562 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12787 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -1780565.250000 Penalty: 4730.413086
	Iteration 45Q: 3 clusters Score -1780565 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12793 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -1780569.250000 Penalty: 4730.413086
	Iteration 46Q: 3 clusters Score -1780569 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12800 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -1780568.500000 Penalty: 4730.413086
	Iteration 47Q: 3 clusters Score -1780568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12802 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -1780570.750000 Penalty: 4730.413086
	Iteration 48Q: 3 clusters Score -1780571 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12805 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -1780574.500000 Penalty: 4730.413086
	Iteration 49Q: 3 clusters Score -1780574 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12814 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -1780573.125000 Penalty: 4730.413086
	Iteration 50Q: 3 clusters Score -1780573 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12819 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -1780576.875000 Penalty: 4730.413086
	Iteration 51Q: 3 clusters Score -1780577 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12820 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -1780576.750000 Penalty: 4730.413086
	Iteration 52Q: 3 clusters Score -1780577 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12820 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -1780576.750000 Penalty: 4730.413086
	Iteration 53F: 3 clusters Score -1780577 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (7578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Entering Unmasked Estep 
Score: -945251.187500 Penalty: 2215.385010
	Iteration 0F: 2 clusters Score -945251.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -939077.375000 Penalty: 4430.770020
	Iteration 0F: 3 clusters Score -939077.4 nChanged 3050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -940847.125000 Penalty: 4430.770020
	Iteration 1F: 3 clusters Score -940847.1 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -941229.937500 Penalty: 4430.770020
	Iteration 2F: 3 clusters Score -941229.9 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -941626.875000 Penalty: 4430.770020
	Iteration 3F: 3 clusters Score -941626.9 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -941997.875000 Penalty: 4430.770020
	Iteration 4F: 3 clusters Score -941997.9 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -942276.062500 Penalty: 4430.770020
	Iteration 5F: 3 clusters Score -942276.1 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -942458.625000 Penalty: 4430.770020
	Iteration 6Q: 3 clusters Score -942458.6 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -942605.875000 Penalty: 4430.770020
	Iteration 7Q: 3 clusters Score -942605.9 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -942751.625000 Penalty: 4430.770020
	Iteration 8Q: 3 clusters Score -942751.6 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -942873.500000 Penalty: 4430.770020
	Iteration 9Q: 3 clusters Score -942873.5 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -943013.812500 Penalty: 4430.770020
	Iteration 10Q: 3 clusters Score -943013.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -943176.687500 Penalty: 4430.770020
	Iteration 11Q: 3 clusters Score -943176.7 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -943316.875000 Penalty: 4430.770020
	Iteration 12Q: 3 clusters Score -943316.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -943414.125000 Penalty: 4430.770020
	Iteration 13Q: 3 clusters Score -943414.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -943485.000000 Penalty: 4430.770020
	Iteration 14Q: 3 clusters Score -943485 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -943543.562500 Penalty: 4430.770020
	Iteration 15Q: 3 clusters Score -943543.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -943584.937500 Penalty: 4430.770020
	Iteration 16Q: 3 clusters Score -943584.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -943619.750000 Penalty: 4430.770020
	Iteration 17Q: 3 clusters Score -943619.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -943644.187500 Penalty: 4430.770020
	Iteration 18Q: 3 clusters Score -943644.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -943666.312500 Penalty: 4430.770020
	Iteration 19Q: 3 clusters Score -943666.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -943692.000000 Penalty: 4430.770020
	Iteration 20F: 3 clusters Score -943692 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -943713.000000 Penalty: 4430.770020
	Iteration 21Q: 3 clusters Score -943713 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -943741.937500 Penalty: 4430.770020
	Iteration 22Q: 3 clusters Score -943741.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -943773.750000 Penalty: 4430.770020
	Iteration 23Q: 3 clusters Score -943773.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -943796.500000 Penalty: 4430.770020
	Iteration 24Q: 3 clusters Score -943796.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -943822.250000 Penalty: 4430.770020
	Iteration 25Q: 3 clusters Score -943822.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -943833.000000 Penalty: 4430.770020
	Iteration 26Q: 3 clusters Score -943833 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -943849.875000 Penalty: 4430.770020
	Iteration 27Q: 3 clusters Score -943849.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -943864.937500 Penalty: 4430.770020
	Iteration 28Q: 3 clusters Score -943864.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -943876.750000 Penalty: 4430.770020
	Iteration 29Q: 3 clusters Score -943876.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -943890.500000 Penalty: 4430.770020
	Iteration 30Q: 3 clusters Score -943890.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -943902.062500 Penalty: 4430.770020
	Iteration 31Q: 3 clusters Score -943902.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -943911.875000 Penalty: 4430.770020
	Iteration 32Q: 3 clusters Score -943911.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -943923.437500 Penalty: 4430.770020
	Iteration 33Q: 3 clusters Score -943923.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -943935.312500 Penalty: 4430.770020
	Iteration 34Q: 3 clusters Score -943935.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -943942.687500 Penalty: 4430.770020
	Iteration 35Q: 3 clusters Score -943942.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -943954.187500 Penalty: 4430.770020
	Iteration 36Q: 3 clusters Score -943954.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -943966.375000 Penalty: 4430.770020
	Iteration 37Q: 3 clusters Score -943966.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -943978.937500 Penalty: 4430.770020
	Iteration 38Q: 3 clusters Score -943978.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -943985.937500 Penalty: 4430.770020
	Iteration 39Q: 3 clusters Score -943985.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -943996.750000 Penalty: 4430.770020
	Iteration 40F: 3 clusters Score -943996.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -944005.187500 Penalty: 4430.770020
	Iteration 41Q: 3 clusters Score -944005.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -944015.250000 Penalty: 4430.770020
	Iteration 42Q: 3 clusters Score -944015.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -944022.187500 Penalty: 4430.770020
	Iteration 43Q: 3 clusters Score -944022.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -944034.187500 Penalty: 4430.770020
	Iteration 44Q: 3 clusters Score -944034.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -944043.625000 Penalty: 4430.770020
	Iteration 45Q: 3 clusters Score -944043.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -944053.562500 Penalty: 4430.770020
	Iteration 46Q: 3 clusters Score -944053.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -944069.750000 Penalty: 4430.770020
	Iteration 47Q: 3 clusters Score -944069.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -944086.312500 Penalty: 4430.770020
	Iteration 48Q: 3 clusters Score -944086.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -944103.187500 Penalty: 4430.770020
	Iteration 49Q: 3 clusters Score -944103.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -944114.312500 Penalty: 4430.770020
	Iteration 50Q: 3 clusters Score -944114.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -944131.875000 Penalty: 4430.770020
	Iteration 51Q: 3 clusters Score -944131.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -944144.062500 Penalty: 4430.770020
	Iteration 52Q: 3 clusters Score -944144.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -944156.250000 Penalty: 4430.770020
	Iteration 53Q: 3 clusters Score -944156.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -944182.875000 Penalty: 4430.770020
	Iteration 54Q: 3 clusters Score -944182.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -944212.062500 Penalty: 4430.770020
	Iteration 55Q: 3 clusters Score -944212.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -944256.000000 Penalty: 4430.770020
	Iteration 56Q: 3 clusters Score -944256 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -944296.562500 Penalty: 4430.770020
	Iteration 57Q: 3 clusters Score -944296.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -944340.937500 Penalty: 4430.770020
	Iteration 58Q: 3 clusters Score -944340.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -944379.125000 Penalty: 4430.770020
	Iteration 59Q: 3 clusters Score -944379.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -944438.937500 Penalty: 4430.770020
	Iteration 60F: 3 clusters Score -944438.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -944521.500000 Penalty: 4430.770020
	Iteration 61Q: 3 clusters Score -944521.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -944611.687500 Penalty: 4430.770020
	Iteration 62Q: 3 clusters Score -944611.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -944704.500000 Penalty: 4430.770020
	Iteration 63Q: 3 clusters Score -944704.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -944793.687500 Penalty: 4430.770020
	Iteration 64Q: 3 clusters Score -944793.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -944855.125000 Penalty: 4430.770020
	Iteration 65Q: 3 clusters Score -944855.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -944884.562500 Penalty: 4430.770020
	Iteration 66Q: 3 clusters Score -944884.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -944901.125000 Penalty: 4430.770020
	Iteration 67Q: 3 clusters Score -944901.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -944912.875000 Penalty: 4430.770020
	Iteration 68Q: 3 clusters Score -944912.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -944922.375000 Penalty: 4430.770020
	Iteration 69Q: 3 clusters Score -944922.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -944927.625000 Penalty: 4430.770020
	Iteration 70Q: 3 clusters Score -944927.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -944928.375000 Penalty: 4430.770020
	Iteration 71Q: 3 clusters Score -944928.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -944929.250000 Penalty: 4430.770020
	Iteration 72Q: 3 clusters Score -944929.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -944929.625000 Penalty: 4430.770020
	Iteration 73Q: 3 clusters Score -944929.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -944929.625000 Penalty: 4430.770020
	Iteration 74F: 3 clusters Score -944929.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (27338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27338 members 
Entering Unmasked Estep 
Score: -3482570.750000 Penalty: 2533.576172
	Iteration 0F: 2 clusters Score -3482571 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13836 members 
Mstep: Class 2 contains 13502 members 
Entering Unmasked Estep 
Score: -3463663.500000 Penalty: 5067.152344
	Iteration 0F: 3 clusters Score -3463664 nChanged 12264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14682 members 
Mstep: Class 2 contains 12656 members 
Entering Unmasked Estep 
Score: -3470189.250000 Penalty: 5067.152344
	Iteration 1F: 3 clusters Score -3470189 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15378 members 
Mstep: Class 2 contains 11960 members 
Entering Unmasked Estep 
Score: -3470830.000000 Penalty: 5067.152344
	Iteration 2F: 3 clusters Score -3470830 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16362 members 
Mstep: Class 2 contains 10976 members 
Entering Unmasked Estep 
Score: -3471625.500000 Penalty: 5067.152344
	Iteration 3F: 3 clusters Score -3471626 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17663 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -3472679.250000 Penalty: 5067.152344
	Iteration 4F: 3 clusters Score -3472679 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19263 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -3474080.750000 Penalty: 5067.152344
	Iteration 5F: 3 clusters Score -3474081 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21014 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -3475667.000000 Penalty: 5067.152344
	Iteration 6F: 3 clusters Score -3475667 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22638 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -3477132.250000 Penalty: 5067.152344
	Iteration 7F: 3 clusters Score -3477132 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23891 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -3478208.750000 Penalty: 5067.152344
	Iteration 8F: 3 clusters Score -3478209 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24811 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -3478956.250000 Penalty: 5067.152344
	Iteration 9Q: 3 clusters Score -3478956 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25449 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -3479448.750000 Penalty: 5067.152344
	Iteration 10Q: 3 clusters Score -3479449 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25856 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -3479756.500000 Penalty: 5067.152344
	Iteration 11Q: 3 clusters Score -3479756 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26134 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -3479948.750000 Penalty: 5067.152344
	Iteration 12Q: 3 clusters Score -3479949 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26318 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -3480092.000000 Penalty: 5067.152344
	Iteration 13Q: 3 clusters Score -3480092 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26455 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -3480201.000000 Penalty: 5067.152344
	Iteration 14Q: 3 clusters Score -3480201 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26542 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -3480280.500000 Penalty: 5067.152344
	Iteration 15Q: 3 clusters Score -3480280 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26597 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -3480326.750000 Penalty: 5067.152344
	Iteration 16Q: 3 clusters Score -3480327 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26645 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -3480364.250000 Penalty: 5067.152344
	Iteration 17Q: 3 clusters Score -3480364 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26684 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -3480406.250000 Penalty: 5067.152344
	Iteration 18Q: 3 clusters Score -3480406 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26702 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -3480415.250000 Penalty: 5067.152344
	Iteration 19Q: 3 clusters Score -3480415 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26716 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -3480442.500000 Penalty: 5067.152344
	Iteration 20F: 3 clusters Score -3480442 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26730 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -3480457.000000 Penalty: 5067.152344
	Iteration 21Q: 3 clusters Score -3480457 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26745 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -3480471.750000 Penalty: 5067.152344
	Iteration 22Q: 3 clusters Score -3480472 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26755 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -3480481.000000 Penalty: 5067.152344
	Iteration 23Q: 3 clusters Score -3480481 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26765 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -3480483.750000 Penalty: 5067.152344
	Iteration 24Q: 3 clusters Score -3480484 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26774 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -3480493.250000 Penalty: 5067.152344
	Iteration 25Q: 3 clusters Score -3480493 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26781 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -3480495.500000 Penalty: 5067.152344
	Iteration 26Q: 3 clusters Score -3480496 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26787 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -3480510.500000 Penalty: 5067.152344
	Iteration 27Q: 3 clusters Score -3480510 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26795 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -3480521.500000 Penalty: 5067.152344
	Iteration 28Q: 3 clusters Score -3480522 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26803 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -3480523.750000 Penalty: 5067.152344
	Iteration 29Q: 3 clusters Score -3480524 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26808 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -3480529.750000 Penalty: 5067.152344
	Iteration 30Q: 3 clusters Score -3480530 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26815 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -3480543.250000 Penalty: 5067.152344
	Iteration 31Q: 3 clusters Score -3480543 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26817 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -3480556.500000 Penalty: 5067.152344
	Iteration 32Q: 3 clusters Score -3480556 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26821 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -3480563.250000 Penalty: 5067.152344
	Iteration 33Q: 3 clusters Score -3480563 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26821 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -3480574.500000 Penalty: 5067.152344
	Iteration 34Q: 3 clusters Score -3480574 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26820 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -3480580.750000 Penalty: 5067.152344
	Iteration 35Q: 3 clusters Score -3480581 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26822 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -3480583.250000 Penalty: 5067.152344
	Iteration 36Q: 3 clusters Score -3480583 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26826 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -3480587.750000 Penalty: 5067.152344
	Iteration 37Q: 3 clusters Score -3480588 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26823 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -3480599.500000 Penalty: 5067.152344
	Iteration 38Q: 3 clusters Score -3480600 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26821 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -3480598.250000 Penalty: 5067.152344
	Iteration 39Q: 3 clusters Score -3480598 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26823 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -3480605.500000 Penalty: 5067.152344
	Iteration 40F: 3 clusters Score -3480606 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26826 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -3480614.250000 Penalty: 5067.152344
	Iteration 41Q: 3 clusters Score -3480614 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26827 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -3480622.250000 Penalty: 5067.152344
	Iteration 42Q: 3 clusters Score -3480622 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26828 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -3480623.750000 Penalty: 5067.152344
	Iteration 43Q: 3 clusters Score -3480624 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26827 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -3480623.500000 Penalty: 5067.152344
	Iteration 44Q: 3 clusters Score -3480624 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26826 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -3480627.500000 Penalty: 5067.152344
	Iteration 45Q: 3 clusters Score -3480628 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26824 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -3480632.500000 Penalty: 5067.152344
	Iteration 46Q: 3 clusters Score -3480632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26822 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -3480632.000000 Penalty: 5067.152344
	Iteration 47Q: 3 clusters Score -3480632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26821 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -3480630.750000 Penalty: 5067.152344
	Iteration 48Q: 3 clusters Score -3480631 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26819 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -3480632.500000 Penalty: 5067.152344
	Iteration 49Q: 3 clusters Score -3480632 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26819 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -3480632.500000 Penalty: 5067.152344
	Iteration 50F: 3 clusters Score -3480632 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (11557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11557 members 
Entering Unmasked Estep 
Score: -1446313.250000 Penalty: 2320.051514
	Iteration 0F: 2 clusters Score -1446313 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -1437639.000000 Penalty: 4640.103027
	Iteration 0F: 3 clusters Score -1437639 nChanged 4890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -1440390.375000 Penalty: 4640.103027
	Iteration 1F: 3 clusters Score -1440390 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -1440753.125000 Penalty: 4640.103027
	Iteration 2F: 3 clusters Score -1440753 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -1441006.750000 Penalty: 4640.103027
	Iteration 3Q: 3 clusters Score -1441007 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -1441240.500000 Penalty: 4640.103027
	Iteration 4Q: 3 clusters Score -1441240 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -1441453.375000 Penalty: 4640.103027
	Iteration 5Q: 3 clusters Score -1441453 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -1441650.750000 Penalty: 4640.103027
	Iteration 6Q: 3 clusters Score -1441651 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -1441873.750000 Penalty: 4640.103027
	Iteration 7Q: 3 clusters Score -1441874 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -1442106.000000 Penalty: 4640.103027
	Iteration 8Q: 3 clusters Score -1442106 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -1442349.500000 Penalty: 4640.103027
	Iteration 9Q: 3 clusters Score -1442350 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -1442597.750000 Penalty: 4640.103027
	Iteration 10Q: 3 clusters Score -1442598 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -1442816.125000 Penalty: 4640.103027
	Iteration 11Q: 3 clusters Score -1442816 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -1443051.875000 Penalty: 4640.103027
	Iteration 12Q: 3 clusters Score -1443052 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -1443296.750000 Penalty: 4640.103027
	Iteration 13Q: 3 clusters Score -1443297 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -1443537.500000 Penalty: 4640.103027
	Iteration 14Q: 3 clusters Score -1443538 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -1443708.875000 Penalty: 4640.103027
	Iteration 15Q: 3 clusters Score -1443709 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -1443840.375000 Penalty: 4640.103027
	Iteration 16Q: 3 clusters Score -1443840 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -1443966.000000 Penalty: 4640.103027
	Iteration 17Q: 3 clusters Score -1443966 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -1444061.125000 Penalty: 4640.103027
	Iteration 18Q: 3 clusters Score -1444061 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9942 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -1444136.250000 Penalty: 4640.103027
	Iteration 19Q: 3 clusters Score -1444136 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10067 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -1444216.375000 Penalty: 4640.103027
	Iteration 20F: 3 clusters Score -1444216 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -1444282.500000 Penalty: 4640.103027
	Iteration 21Q: 3 clusters Score -1444282 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10257 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -1444328.625000 Penalty: 4640.103027
	Iteration 22Q: 3 clusters Score -1444329 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -1444365.375000 Penalty: 4640.103027
	Iteration 23Q: 3 clusters Score -1444365 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10392 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -1444406.875000 Penalty: 4640.103027
	Iteration 24Q: 3 clusters Score -1444407 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10462 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1444454.750000 Penalty: 4640.103027
	Iteration 25Q: 3 clusters Score -1444455 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10515 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1444495.625000 Penalty: 4640.103027
	Iteration 26Q: 3 clusters Score -1444496 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -1444527.250000 Penalty: 4640.103027
	Iteration 27Q: 3 clusters Score -1444527 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10591 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -1444545.125000 Penalty: 4640.103027
	Iteration 28Q: 3 clusters Score -1444545 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1444566.125000 Penalty: 4640.103027
	Iteration 29Q: 3 clusters Score -1444566 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10646 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -1444581.000000 Penalty: 4640.103027
	Iteration 30Q: 3 clusters Score -1444581 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10666 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -1444595.375000 Penalty: 4640.103027
	Iteration 31Q: 3 clusters Score -1444595 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10691 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -1444614.500000 Penalty: 4640.103027
	Iteration 32Q: 3 clusters Score -1444614 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1444632.500000 Penalty: 4640.103027
	Iteration 33Q: 3 clusters Score -1444632 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -1444650.750000 Penalty: 4640.103027
	Iteration 34Q: 3 clusters Score -1444651 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -1444664.500000 Penalty: 4640.103027
	Iteration 35Q: 3 clusters Score -1444664 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10759 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -1444678.000000 Penalty: 4640.103027
	Iteration 36Q: 3 clusters Score -1444678 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10773 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -1444693.000000 Penalty: 4640.103027
	Iteration 37Q: 3 clusters Score -1444693 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10785 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -1444707.375000 Penalty: 4640.103027
	Iteration 38Q: 3 clusters Score -1444707 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10797 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -1444716.375000 Penalty: 4640.103027
	Iteration 39Q: 3 clusters Score -1444716 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10808 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -1444728.375000 Penalty: 4640.103027
	Iteration 40F: 3 clusters Score -1444728 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10817 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -1444732.875000 Penalty: 4640.103027
	Iteration 41Q: 3 clusters Score -1444733 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10823 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -1444738.375000 Penalty: 4640.103027
	Iteration 42Q: 3 clusters Score -1444738 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10829 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -1444738.125000 Penalty: 4640.103027
	Iteration 43Q: 3 clusters Score -1444738 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1444741.750000 Penalty: 4640.103027
	Iteration 44Q: 3 clusters Score -1444742 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1444739.625000 Penalty: 4640.103027
	Iteration 45Q: 3 clusters Score -1444740 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1444739.625000 Penalty: 4640.103027
	Iteration 46F: 3 clusters Score -1444740 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: -94699.976562 Penalty: 1651.186768
	Iteration 0F: 2 clusters Score -94699.98 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 394 members 
Entering Unmasked Estep 
Score: -93181.437500 Penalty: 3302.373535
	Iteration 0F: 3 clusters Score -93181.44 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -94142.570312 Penalty: 3302.373535
	Iteration 1F: 3 clusters Score -94142.57 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -94469.617188 Penalty: 3302.373535
	Iteration 2F: 3 clusters Score -94469.62 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -94772.734375 Penalty: 3302.373535
	Iteration 3F: 3 clusters Score -94772.73 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -94944.210938 Penalty: 3302.373535
	Iteration 4Q: 3 clusters Score -94944.21 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -95071.953125 Penalty: 3302.373535
	Iteration 5Q: 3 clusters Score -95071.95 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -95194.703125 Penalty: 3302.373535
	Iteration 6Q: 3 clusters Score -95194.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -95258.921875 Penalty: 3302.373535
	Iteration 7Q: 3 clusters Score -95258.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -95276.046875 Penalty: 3302.373535
	Iteration 8Q: 3 clusters Score -95276.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -95284.468750 Penalty: 3302.373535
	Iteration 9Q: 3 clusters Score -95284.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -95286.203125 Penalty: 3302.373535
	Iteration 10Q: 3 clusters Score -95286.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -95288.359375 Penalty: 3302.373535
	Iteration 11Q: 3 clusters Score -95288.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -95289.945312 Penalty: 3302.373535
	Iteration 12Q: 3 clusters Score -95289.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -95293.523438 Penalty: 3302.373535
	Iteration 13F: 3 clusters Score -95293.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -95325.703125 Penalty: 3302.373535
	Iteration 14Q: 3 clusters Score -95325.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -95389.382812 Penalty: 3302.373535
	Iteration 15Q: 3 clusters Score -95389.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -95389.382812 Penalty: 3302.373535
	Iteration 16F: 3 clusters Score -95389.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 23072 members 
Mstep: Class 2 contains 7984 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 223912 members 
Mstep: Class 5 contains 4145 members 
Mstep: Class 6 contains 2321 members 
Mstep: Class 7 contains 9548 members 
Mstep: Class 8 contains 13865 members 
Mstep: Class 9 contains 7578 members 
Mstep: Class 10 contains 27338 members 
Mstep: Class 11 contains 11557 members 
Mstep: Class 12 contains 375 members 
Mstep: Class 13 contains 3274 members 
Mstep: Class 14 contains 36092 members 
Mstep: Class 15 contains 181891 members 
Mstep: Class 16 contains 23145 members 
Mstep: Class 17 contains 540 members 
Mstep: Class 18 contains 17424 members 
Mstep: Class 19 contains 164592 members 
Mstep: Class 20 contains 56074 members 
Mstep: Class 21 contains 2342 members 
Mstep: Class 22 contains 1227 members 
Mstep: Class 23 contains 4376 members 
Mstep: Class 24 contains 3071 members 
Mstep: Class 25 contains 40354 members 
Mstep: Class 26 contains 59151 members 
Mstep: Class 27 contains 28742 members 
Mstep: Class 28 contains 1150 members 
Mstep: Class 29 contains 45491 members 
Mstep: Class 30 contains 11167 members 
Mstep: Class 31 contains 6406 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8471 members 
Mstep: Class 34 contains 454 members 
Mstep: Class 35 contains 3385 members 
Mstep: Class 36 contains 8247 members 
Mstep: Class 37 contains 4442 members 
Mstep: Class 38 contains 417 members 
Mstep: Class 39 contains 1821 members 
Mstep: Class 40 contains 19197 members 
Mstep: Class 41 contains 422 members 
Mstep: Class 42 contains 3017 members 
Mstep: Class 43 contains 4335 members 
Mstep: Class 44 contains 5375 members 
Mstep: Class 45 contains 21078 members 
Mstep: Class 46 contains 13169 members 
Mstep: Class 47 contains 375 members 
Mstep: Class 48 contains 8288 members 
Mstep: Class 49 contains 26921 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 1022 members 
Mstep: Class 52 contains 524 members 
Mstep: Class 53 contains 3059 members 
Mstep: Class 54 contains 1654 members 
Mstep: Class 55 contains 4546 members 
Mstep: Class 56 contains 17151 members 
Mstep: Class 57 contains 610 members 
Mstep: Class 58 contains 402 members 
Mstep: Class 59 contains 587 members 
Mstep: Class 60 contains 4691 members 
Mstep: Class 61 contains 1716 members 
Mstep: Class 62 contains 1809 members 
Mstep: Class 63 contains 575 members 
Mstep: Class 64 contains 404 members 
Entering Unmasked Estep 
Score: -147532688.000000 Penalty: 222017.406250
Splitting cluster 12 changes total score from -147533744.000000 to -147532688.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (3274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Entering Unmasked Estep 
Score: -408066.781250 Penalty: 2007.254517
	Iteration 0F: 2 clusters Score -408066.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -404643.781250 Penalty: 4014.509033
	Iteration 0F: 3 clusters Score -404643.8 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -405311.281250 Penalty: 4014.509033
	Iteration 1F: 3 clusters Score -405311.3 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -405474.093750 Penalty: 4014.509033
	Iteration 2F: 3 clusters Score -405474.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -405563.562500 Penalty: 4014.509033
	Iteration 3Q: 3 clusters Score -405563.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -405615.250000 Penalty: 4014.509033
	Iteration 4Q: 3 clusters Score -405615.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -405652.062500 Penalty: 4014.509033
	Iteration 5Q: 3 clusters Score -405652.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -405679.531250 Penalty: 4014.509033
	Iteration 6Q: 3 clusters Score -405679.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -405704.406250 Penalty: 4014.509033
	Iteration 7Q: 3 clusters Score -405704.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -405724.531250 Penalty: 4014.509033
	Iteration 8Q: 3 clusters Score -405724.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -405751.906250 Penalty: 4014.509033
	Iteration 9Q: 3 clusters Score -405751.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -405778.156250 Penalty: 4014.509033
	Iteration 10Q: 3 clusters Score -405778.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -405800.500000 Penalty: 4014.509033
	Iteration 11Q: 3 clusters Score -405800.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -405816.906250 Penalty: 4014.509033
	Iteration 12Q: 3 clusters Score -405816.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -405835.562500 Penalty: 4014.509033
	Iteration 13Q: 3 clusters Score -405835.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -405851.875000 Penalty: 4014.509033
	Iteration 14Q: 3 clusters Score -405851.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -405868.625000 Penalty: 4014.509033
	Iteration 15Q: 3 clusters Score -405868.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -405884.500000 Penalty: 4014.509033
	Iteration 16Q: 3 clusters Score -405884.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -405902.875000 Penalty: 4014.509033
	Iteration 17Q: 3 clusters Score -405902.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -405918.781250 Penalty: 4014.509033
	Iteration 18Q: 3 clusters Score -405918.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -405928.687500 Penalty: 4014.509033
	Iteration 19Q: 3 clusters Score -405928.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -405939.687500 Penalty: 4014.509033
	Iteration 20F: 3 clusters Score -405939.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -405950.656250 Penalty: 4014.509033
	Iteration 21Q: 3 clusters Score -405950.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -405964.250000 Penalty: 4014.509033
	Iteration 22Q: 3 clusters Score -405964.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -405983.187500 Penalty: 4014.509033
	Iteration 23Q: 3 clusters Score -405983.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -405997.843750 Penalty: 4014.509033
	Iteration 24Q: 3 clusters Score -405997.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -406011.750000 Penalty: 4014.509033
	Iteration 25Q: 3 clusters Score -406011.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -406031.437500 Penalty: 4014.509033
	Iteration 26Q: 3 clusters Score -406031.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -406047.687500 Penalty: 4014.509033
	Iteration 27Q: 3 clusters Score -406047.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -406057.250000 Penalty: 4014.509033
	Iteration 28Q: 3 clusters Score -406057.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -406064.468750 Penalty: 4014.509033
	Iteration 29Q: 3 clusters Score -406064.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -406071.281250 Penalty: 4014.509033
	Iteration 30Q: 3 clusters Score -406071.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -406074.843750 Penalty: 4014.509033
	Iteration 31Q: 3 clusters Score -406074.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -406078.531250 Penalty: 4014.509033
	Iteration 32Q: 3 clusters Score -406078.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -406083.187500 Penalty: 4014.509033
	Iteration 33Q: 3 clusters Score -406083.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -406084.843750 Penalty: 4014.509033
	Iteration 34Q: 3 clusters Score -406084.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -406087.875000 Penalty: 4014.509033
	Iteration 35Q: 3 clusters Score -406087.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -406090.656250 Penalty: 4014.509033
	Iteration 36Q: 3 clusters Score -406090.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -406097.187500 Penalty: 4014.509033
	Iteration 37Q: 3 clusters Score -406097.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -406103.843750 Penalty: 4014.509033
	Iteration 38Q: 3 clusters Score -406103.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -406110.531250 Penalty: 4014.509033
	Iteration 39Q: 3 clusters Score -406110.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -406113.156250 Penalty: 4014.509033
	Iteration 40F: 3 clusters Score -406113.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -406115.250000 Penalty: 4014.509033
	Iteration 41Q: 3 clusters Score -406115.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -406116.406250 Penalty: 4014.509033
	Iteration 42Q: 3 clusters Score -406116.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -406119.281250 Penalty: 4014.509033
	Iteration 43Q: 3 clusters Score -406119.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -406123.156250 Penalty: 4014.509033
	Iteration 44Q: 3 clusters Score -406123.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -406129.687500 Penalty: 4014.509033
	Iteration 45Q: 3 clusters Score -406129.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -406131.750000 Penalty: 4014.509033
	Iteration 46Q: 3 clusters Score -406131.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -406136.031250 Penalty: 4014.509033
	Iteration 47Q: 3 clusters Score -406136 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -406137.906250 Penalty: 4014.509033
	Iteration 48Q: 3 clusters Score -406137.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -406140.531250 Penalty: 4014.509033
	Iteration 49Q: 3 clusters Score -406140.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -406142.437500 Penalty: 4014.509033
	Iteration 50Q: 3 clusters Score -406142.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -406145.031250 Penalty: 4014.509033
	Iteration 51Q: 3 clusters Score -406145 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -406147.593750 Penalty: 4014.509033
	Iteration 52Q: 3 clusters Score -406147.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -406149.750000 Penalty: 4014.509033
	Iteration 53Q: 3 clusters Score -406149.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -406153.031250 Penalty: 4014.509033
	Iteration 54Q: 3 clusters Score -406153 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -406156.312500 Penalty: 4014.509033
	Iteration 55Q: 3 clusters Score -406156.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -406159.343750 Penalty: 4014.509033
	Iteration 56Q: 3 clusters Score -406159.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -406163.281250 Penalty: 4014.509033
	Iteration 57Q: 3 clusters Score -406163.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -406165.687500 Penalty: 4014.509033
	Iteration 58Q: 3 clusters Score -406165.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -406169.031250 Penalty: 4014.509033
	Iteration 59Q: 3 clusters Score -406169 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -406175.656250 Penalty: 4014.509033
	Iteration 60F: 3 clusters Score -406175.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -406181.218750 Penalty: 4014.509033
	Iteration 61Q: 3 clusters Score -406181.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -406185.031250 Penalty: 4014.509033
	Iteration 62Q: 3 clusters Score -406185 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -406188.656250 Penalty: 4014.509033
	Iteration 63Q: 3 clusters Score -406188.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -406193.843750 Penalty: 4014.509033
	Iteration 64Q: 3 clusters Score -406193.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -406199.031250 Penalty: 4014.509033
	Iteration 65Q: 3 clusters Score -406199 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -406203.093750 Penalty: 4014.509033
	Iteration 66Q: 3 clusters Score -406203.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -406206.031250 Penalty: 4014.509033
	Iteration 67Q: 3 clusters Score -406206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -406208.343750 Penalty: 4014.509033
	Iteration 68Q: 3 clusters Score -406208.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -406211.125000 Penalty: 4014.509033
	Iteration 69Q: 3 clusters Score -406211.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -406215.031250 Penalty: 4014.509033
	Iteration 70Q: 3 clusters Score -406215 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -406218.406250 Penalty: 4014.509033
	Iteration 71Q: 3 clusters Score -406218.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -406222.125000 Penalty: 4014.509033
	Iteration 72Q: 3 clusters Score -406222.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -406229.093750 Penalty: 4014.509033
	Iteration 73Q: 3 clusters Score -406229.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -406235.500000 Penalty: 4014.509033
	Iteration 74Q: 3 clusters Score -406235.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -406243.375000 Penalty: 4014.509033
	Iteration 75Q: 3 clusters Score -406243.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -406247.593750 Penalty: 4014.509033
	Iteration 76Q: 3 clusters Score -406247.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -406251.437500 Penalty: 4014.509033
	Iteration 77Q: 3 clusters Score -406251.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -406253.781250 Penalty: 4014.509033
	Iteration 78Q: 3 clusters Score -406253.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -406256.968750 Penalty: 4014.509033
	Iteration 79Q: 3 clusters Score -406257 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -406260.562500 Penalty: 4014.509033
	Iteration 80F: 3 clusters Score -406260.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -406263.531250 Penalty: 4014.509033
	Iteration 81Q: 3 clusters Score -406263.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -406266.562500 Penalty: 4014.509033
	Iteration 82Q: 3 clusters Score -406266.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -406272.218750 Penalty: 4014.509033
	Iteration 83Q: 3 clusters Score -406272.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -406277.750000 Penalty: 4014.509033
	Iteration 84Q: 3 clusters Score -406277.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -406278.218750 Penalty: 4014.509033
	Iteration 85Q: 3 clusters Score -406278.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -406280.875000 Penalty: 4014.509033
	Iteration 86Q: 3 clusters Score -406280.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -406283.937500 Penalty: 4014.509033
	Iteration 87Q: 3 clusters Score -406283.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -406287.250000 Penalty: 4014.509033
	Iteration 88Q: 3 clusters Score -406287.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -406289.406250 Penalty: 4014.509033
	Iteration 89Q: 3 clusters Score -406289.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -406291.937500 Penalty: 4014.509033
	Iteration 90Q: 3 clusters Score -406291.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -406294.156250 Penalty: 4014.509033
	Iteration 91Q: 3 clusters Score -406294.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -406295.437500 Penalty: 4014.509033
	Iteration 92Q: 3 clusters Score -406295.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -406296.125000 Penalty: 4014.509033
	Iteration 93Q: 3 clusters Score -406296.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -406297.656250 Penalty: 4014.509033
	Iteration 94Q: 3 clusters Score -406297.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -406299.031250 Penalty: 4014.509033
	Iteration 95Q: 3 clusters Score -406299 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -406301.281250 Penalty: 4014.509033
	Iteration 96Q: 3 clusters Score -406301.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -406302.593750 Penalty: 4014.509033
	Iteration 97Q: 3 clusters Score -406302.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -406302.531250 Penalty: 4014.509033
	Iteration 98Q: 3 clusters Score -406302.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -406303.593750 Penalty: 4014.509033
	Iteration 99Q: 3 clusters Score -406303.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -406305.625000 Penalty: 4014.509033
	Iteration 100F: 3 clusters Score -406305.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -406307.906250 Penalty: 4014.509033
	Iteration 101Q: 3 clusters Score -406307.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -406309.812500 Penalty: 4014.509033
	Iteration 102Q: 3 clusters Score -406309.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -406310.093750 Penalty: 4014.509033
	Iteration 103Q: 3 clusters Score -406310.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -406311.093750 Penalty: 4014.509033
	Iteration 104Q: 3 clusters Score -406311.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -406311.093750 Penalty: 4014.509033
	Iteration 105F: 3 clusters Score -406311.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (36092 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36092 members 
Entering Unmasked Estep 
Score: -4548331.000000 Penalty: 2602.468994
	Iteration 0F: 2 clusters Score -4548331 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18164 members 
Mstep: Class 2 contains 17928 members 
Entering Unmasked Estep 
Score: -4523886.500000 Penalty: 5204.937988
	Iteration 0F: 3 clusters Score -4523886 nChanged 16454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18708 members 
Mstep: Class 2 contains 17384 members 
Entering Unmasked Estep 
Score: -4532614.000000 Penalty: 5204.937988
	Iteration 1F: 3 clusters Score -4532614 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19123 members 
Mstep: Class 2 contains 16969 members 
Entering Unmasked Estep 
Score: -4533153.000000 Penalty: 5204.937988
	Iteration 2Q: 3 clusters Score -4533153 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19737 members 
Mstep: Class 2 contains 16355 members 
Entering Unmasked Estep 
Score: -4533723.000000 Penalty: 5204.937988
	Iteration 3Q: 3 clusters Score -4533723 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20588 members 
Mstep: Class 2 contains 15504 members 
Entering Unmasked Estep 
Score: -4534417.000000 Penalty: 5204.937988
	Iteration 4Q: 3 clusters Score -4534417 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21721 members 
Mstep: Class 2 contains 14371 members 
Entering Unmasked Estep 
Score: -4535243.000000 Penalty: 5204.937988
	Iteration 5Q: 3 clusters Score -4535243 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23165 members 
Mstep: Class 2 contains 12927 members 
Entering Unmasked Estep 
Score: -4536317.000000 Penalty: 5204.937988
	Iteration 6F: 3 clusters Score -4536317 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24945 members 
Mstep: Class 2 contains 11147 members 
Entering Unmasked Estep 
Score: -4537686.500000 Penalty: 5204.937988
	Iteration 7F: 3 clusters Score -4537686 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26916 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -4539294.000000 Penalty: 5204.937988
	Iteration 8F: 3 clusters Score -4539294 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28783 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -4540884.000000 Penalty: 5204.937988
	Iteration 9F: 3 clusters Score -4540884 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30399 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -4542229.500000 Penalty: 5204.937988
	Iteration 10Q: 3 clusters Score -4542230 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31681 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -4543262.500000 Penalty: 5204.937988
	Iteration 11Q: 3 clusters Score -4543262 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32651 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -4544025.500000 Penalty: 5204.937988
	Iteration 12Q: 3 clusters Score -4544026 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33367 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -4544511.000000 Penalty: 5204.937988
	Iteration 13Q: 3 clusters Score -4544511 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33907 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -4544909.500000 Penalty: 5204.937988
	Iteration 14Q: 3 clusters Score -4544910 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34339 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -4545196.500000 Penalty: 5204.937988
	Iteration 15Q: 3 clusters Score -4545196 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34653 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -4545396.000000 Penalty: 5204.937988
	Iteration 16Q: 3 clusters Score -4545396 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34894 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -4545582.000000 Penalty: 5204.937988
	Iteration 17Q: 3 clusters Score -4545582 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35068 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -4545720.000000 Penalty: 5204.937988
	Iteration 18Q: 3 clusters Score -4545720 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35203 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -4545813.000000 Penalty: 5204.937988
	Iteration 19Q: 3 clusters Score -4545813 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35305 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -4545885.500000 Penalty: 5204.937988
	Iteration 20F: 3 clusters Score -4545886 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35376 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -4545959.500000 Penalty: 5204.937988
	Iteration 21Q: 3 clusters Score -4545960 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35426 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -4545981.000000 Penalty: 5204.937988
	Iteration 22Q: 3 clusters Score -4545981 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35456 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -4545995.000000 Penalty: 5204.937988
	Iteration 23Q: 3 clusters Score -4545995 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35480 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -4546019.500000 Penalty: 5204.937988
	Iteration 24Q: 3 clusters Score -4546020 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35504 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -4546025.000000 Penalty: 5204.937988
	Iteration 25Q: 3 clusters Score -4546025 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35522 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -4546044.000000 Penalty: 5204.937988
	Iteration 26Q: 3 clusters Score -4546044 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35536 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -4546054.500000 Penalty: 5204.937988
	Iteration 27Q: 3 clusters Score -4546054 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35550 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -4546060.500000 Penalty: 5204.937988
	Iteration 28Q: 3 clusters Score -4546060 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35559 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -4546071.500000 Penalty: 5204.937988
	Iteration 29Q: 3 clusters Score -4546072 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35567 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -4546077.000000 Penalty: 5204.937988
	Iteration 30Q: 3 clusters Score -4546077 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35580 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -4546090.500000 Penalty: 5204.937988
	Iteration 31Q: 3 clusters Score -4546090 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35592 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -4546098.000000 Penalty: 5204.937988
	Iteration 32Q: 3 clusters Score -4546098 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35599 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -4546110.000000 Penalty: 5204.937988
	Iteration 33Q: 3 clusters Score -4546110 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35610 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -4546111.000000 Penalty: 5204.937988
	Iteration 34Q: 3 clusters Score -4546111 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35619 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -4546124.500000 Penalty: 5204.937988
	Iteration 35Q: 3 clusters Score -4546124 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35626 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -4546121.500000 Penalty: 5204.937988
	Iteration 36Q: 3 clusters Score -4546122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35628 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -4546125.000000 Penalty: 5204.937988
	Iteration 37Q: 3 clusters Score -4546125 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35629 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -4546126.500000 Penalty: 5204.937988
	Iteration 38Q: 3 clusters Score -4546126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35629 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -4546122.000000 Penalty: 5204.937988
	Iteration 39Q: 3 clusters Score -4546122 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35629 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -4546122.000000 Penalty: 5204.937988
	Iteration 40F: 3 clusters Score -4546122 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (181891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181891 members 
Entering Unmasked Estep 
Score: -23416542.000000 Penalty: 3003.568359
	Iteration 0F: 2 clusters Score -2.341654e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91158 members 
Mstep: Class 2 contains 90733 members 
Entering Unmasked Estep 
Score: -23295480.000000 Penalty: 6007.136719
	Iteration 0F: 3 clusters Score -2.329548e+07 nChanged 87242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94442 members 
Mstep: Class 2 contains 87449 members 
Entering Unmasked Estep 
Score: -23346380.000000 Penalty: 6007.136719
	Iteration 1F: 3 clusters Score -2.334638e+07 nChanged 5324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96144 members 
Mstep: Class 2 contains 85747 members 
Entering Unmasked Estep 
Score: -23347862.000000 Penalty: 6007.136719
	Iteration 2Q: 3 clusters Score -2.334786e+07 nChanged 5613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98493 members 
Mstep: Class 2 contains 83398 members 
Entering Unmasked Estep 
Score: -23349564.000000 Penalty: 6007.136719
	Iteration 3Q: 3 clusters Score -2.334956e+07 nChanged 6307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101794 members 
Mstep: Class 2 contains 80097 members 
Entering Unmasked Estep 
Score: -23352148.000000 Penalty: 6007.136719
	Iteration 4Q: 3 clusters Score -2.335215e+07 nChanged 7400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106396 members 
Mstep: Class 2 contains 75495 members 
Entering Unmasked Estep 
Score: -23355712.000000 Penalty: 6007.136719
	Iteration 5Q: 3 clusters Score -2.335571e+07 nChanged 8657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112717 members 
Mstep: Class 2 contains 69174 members 
Entering Unmasked Estep 
Score: -23360646.000000 Penalty: 6007.136719
	Iteration 6Q: 3 clusters Score -2.336065e+07 nChanged 10166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121155 members 
Mstep: Class 2 contains 60736 members 
Entering Unmasked Estep 
Score: -23367322.000000 Penalty: 6007.136719
	Iteration 7F: 3 clusters Score -2.336732e+07 nChanged 11507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131612 members 
Mstep: Class 2 contains 50279 members 
Entering Unmasked Estep 
Score: -23376010.000000 Penalty: 6007.136719
	Iteration 8F: 3 clusters Score -2.337601e+07 nChanged 12249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143459 members 
Mstep: Class 2 contains 38432 members 
Entering Unmasked Estep 
Score: -23385878.000000 Penalty: 6007.136719
	Iteration 9F: 3 clusters Score -2.338588e+07 nChanged 11603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154912 members 
Mstep: Class 2 contains 26979 members 
Entering Unmasked Estep 
Score: -23395432.000000 Penalty: 6007.136719
	Iteration 10F: 3 clusters Score -2.339543e+07 nChanged 9574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164416 members 
Mstep: Class 2 contains 17475 members 
Entering Unmasked Estep 
Score: -23403258.000000 Penalty: 6007.136719
	Iteration 11F: 3 clusters Score -2.340326e+07 nChanged 6681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171069 members 
Mstep: Class 2 contains 10822 members 
Entering Unmasked Estep 
Score: -23408246.000000 Penalty: 6007.136719
	Iteration 12Q: 3 clusters Score -2.340825e+07 nChanged 4129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175188 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -23411270.000000 Penalty: 6007.136719
	Iteration 13Q: 3 clusters Score -2.341127e+07 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177557 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -23412658.000000 Penalty: 6007.136719
	Iteration 14Q: 3 clusters Score -2.341266e+07 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178880 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -23413302.000000 Penalty: 6007.136719
	Iteration 15Q: 3 clusters Score -2.34133e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179598 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -23413628.000000 Penalty: 6007.136719
	Iteration 16Q: 3 clusters Score -2.341363e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180057 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -23413852.000000 Penalty: 6007.136719
	Iteration 17Q: 3 clusters Score -2.341385e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180335 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -23413918.000000 Penalty: 6007.136719
	Iteration 18Q: 3 clusters Score -2.341392e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180503 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -23414006.000000 Penalty: 6007.136719
	Iteration 19Q: 3 clusters Score -2.341401e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180612 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -23414064.000000 Penalty: 6007.136719
	Iteration 20F: 3 clusters Score -2.341406e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180695 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -23414112.000000 Penalty: 6007.136719
	Iteration 21Q: 3 clusters Score -2.341411e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180755 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -23414132.000000 Penalty: 6007.136719
	Iteration 22Q: 3 clusters Score -2.341413e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180793 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -23414172.000000 Penalty: 6007.136719
	Iteration 23Q: 3 clusters Score -2.341417e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180823 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -23414184.000000 Penalty: 6007.136719
	Iteration 24Q: 3 clusters Score -2.341418e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180846 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -23414200.000000 Penalty: 6007.136719
	Iteration 25Q: 3 clusters Score -2.34142e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180872 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -23414204.000000 Penalty: 6007.136719
	Iteration 26Q: 3 clusters Score -2.34142e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180890 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -23414224.000000 Penalty: 6007.136719
	Iteration 27Q: 3 clusters Score -2.341422e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180911 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -23414220.000000 Penalty: 6007.136719
	Iteration 28Q: 3 clusters Score -2.341422e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180928 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -23414230.000000 Penalty: 6007.136719
	Iteration 29Q: 3 clusters Score -2.341423e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180936 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -23414232.000000 Penalty: 6007.136719
	Iteration 30Q: 3 clusters Score -2.341423e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180942 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -23414236.000000 Penalty: 6007.136719
	Iteration 31Q: 3 clusters Score -2.341424e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180946 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -23414246.000000 Penalty: 6007.136719
	Iteration 32Q: 3 clusters Score -2.341425e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180950 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -23414236.000000 Penalty: 6007.136719
	Iteration 33Q: 3 clusters Score -2.341424e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180952 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -23414246.000000 Penalty: 6007.136719
	Iteration 34Q: 3 clusters Score -2.341425e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180952 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -23414256.000000 Penalty: 6007.136719
	Iteration 35Q: 3 clusters Score -2.341426e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180952 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -23414256.000000 Penalty: 6007.136719
	Iteration 36F: 3 clusters Score -2.341426e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (23145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23145 members 
Entering Unmasked Estep 
Score: -2922692.750000 Penalty: 2492.284424
	Iteration 0F: 2 clusters Score -2922693 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11609 members 
Mstep: Class 2 contains 11536 members 
Entering Unmasked Estep 
Score: -2906673.250000 Penalty: 4984.568848
	Iteration 0F: 3 clusters Score -2906673 nChanged 10228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11465 members 
Mstep: Class 2 contains 11680 members 
Entering Unmasked Estep 
Score: -2912143.250000 Penalty: 4984.568848
	Iteration 1F: 3 clusters Score -2912143 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11306 members 
Mstep: Class 2 contains 11839 members 
Entering Unmasked Estep 
Score: -2912793.750000 Penalty: 4984.568848
	Iteration 2F: 3 clusters Score -2912794 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11096 members 
Mstep: Class 2 contains 12049 members 
Entering Unmasked Estep 
Score: -2913539.250000 Penalty: 4984.568848
	Iteration 3F: 3 clusters Score -2913539 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10794 members 
Mstep: Class 2 contains 12351 members 
Entering Unmasked Estep 
Score: -2914438.250000 Penalty: 4984.568848
	Iteration 4F: 3 clusters Score -2914438 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10353 members 
Mstep: Class 2 contains 12792 members 
Entering Unmasked Estep 
Score: -2915479.250000 Penalty: 4984.568848
	Iteration 5F: 3 clusters Score -2915479 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9841 members 
Mstep: Class 2 contains 13304 members 
Entering Unmasked Estep 
Score: -2916604.750000 Penalty: 4984.568848
	Iteration 6F: 3 clusters Score -2916605 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 13780 members 
Entering Unmasked Estep 
Score: -2917534.750000 Penalty: 4984.568848
	Iteration 7F: 3 clusters Score -2917535 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 14145 members 
Entering Unmasked Estep 
Score: -2918093.250000 Penalty: 4984.568848
	Iteration 8F: 3 clusters Score -2918093 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 14401 members 
Entering Unmasked Estep 
Score: -2918354.250000 Penalty: 4984.568848
	Iteration 9Q: 3 clusters Score -2918354 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 14595 members 
Entering Unmasked Estep 
Score: -2918488.750000 Penalty: 4984.568848
	Iteration 10Q: 3 clusters Score -2918489 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 14767 members 
Entering Unmasked Estep 
Score: -2918573.500000 Penalty: 4984.568848
	Iteration 11Q: 3 clusters Score -2918574 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 14949 members 
Entering Unmasked Estep 
Score: -2918638.500000 Penalty: 4984.568848
	Iteration 12Q: 3 clusters Score -2918638 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 15084 members 
Entering Unmasked Estep 
Score: -2918657.500000 Penalty: 4984.568848
	Iteration 13Q: 3 clusters Score -2918658 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 15210 members 
Entering Unmasked Estep 
Score: -2918686.500000 Penalty: 4984.568848
	Iteration 14Q: 3 clusters Score -2918686 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 15331 members 
Entering Unmasked Estep 
Score: -2918706.000000 Penalty: 4984.568848
	Iteration 15Q: 3 clusters Score -2918706 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 15472 members 
Entering Unmasked Estep 
Score: -2918733.750000 Penalty: 4984.568848
	Iteration 16Q: 3 clusters Score -2918734 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 15596 members 
Entering Unmasked Estep 
Score: -2918750.000000 Penalty: 4984.568848
	Iteration 17Q: 3 clusters Score -2918750 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 15719 members 
Entering Unmasked Estep 
Score: -2918764.750000 Penalty: 4984.568848
	Iteration 18Q: 3 clusters Score -2918765 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 15830 members 
Entering Unmasked Estep 
Score: -2918794.750000 Penalty: 4984.568848
	Iteration 19Q: 3 clusters Score -2918795 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 15938 members 
Entering Unmasked Estep 
Score: -2918807.750000 Penalty: 4984.568848
	Iteration 20F: 3 clusters Score -2918808 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 16048 members 
Entering Unmasked Estep 
Score: -2918826.750000 Penalty: 4984.568848
	Iteration 21Q: 3 clusters Score -2918827 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 16161 members 
Entering Unmasked Estep 
Score: -2918851.250000 Penalty: 4984.568848
	Iteration 22Q: 3 clusters Score -2918851 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 16286 members 
Entering Unmasked Estep 
Score: -2918873.000000 Penalty: 4984.568848
	Iteration 23Q: 3 clusters Score -2918873 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 16419 members 
Entering Unmasked Estep 
Score: -2918883.500000 Penalty: 4984.568848
	Iteration 24Q: 3 clusters Score -2918884 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 16578 members 
Entering Unmasked Estep 
Score: -2918908.750000 Penalty: 4984.568848
	Iteration 25Q: 3 clusters Score -2918909 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 16761 members 
Entering Unmasked Estep 
Score: -2918938.500000 Penalty: 4984.568848
	Iteration 26Q: 3 clusters Score -2918938 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 16913 members 
Entering Unmasked Estep 
Score: -2918960.250000 Penalty: 4984.568848
	Iteration 27Q: 3 clusters Score -2918960 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 17104 members 
Entering Unmasked Estep 
Score: -2918995.750000 Penalty: 4984.568848
	Iteration 28Q: 3 clusters Score -2918996 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 17308 members 
Entering Unmasked Estep 
Score: -2919039.500000 Penalty: 4984.568848
	Iteration 29Q: 3 clusters Score -2919040 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 17528 members 
Entering Unmasked Estep 
Score: -2919093.000000 Penalty: 4984.568848
	Iteration 30Q: 3 clusters Score -2919093 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 17754 members 
Entering Unmasked Estep 
Score: -2919149.250000 Penalty: 4984.568848
	Iteration 31Q: 3 clusters Score -2919149 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 17980 members 
Entering Unmasked Estep 
Score: -2919199.750000 Penalty: 4984.568848
	Iteration 32Q: 3 clusters Score -2919200 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 18225 members 
Entering Unmasked Estep 
Score: -2919270.500000 Penalty: 4984.568848
	Iteration 33Q: 3 clusters Score -2919270 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 18471 members 
Entering Unmasked Estep 
Score: -2919340.500000 Penalty: 4984.568848
	Iteration 34Q: 3 clusters Score -2919340 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 18730 members 
Entering Unmasked Estep 
Score: -2919425.250000 Penalty: 4984.568848
	Iteration 35Q: 3 clusters Score -2919425 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 18992 members 
Entering Unmasked Estep 
Score: -2919519.250000 Penalty: 4984.568848
	Iteration 36Q: 3 clusters Score -2919519 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 19261 members 
Entering Unmasked Estep 
Score: -2919601.500000 Penalty: 4984.568848
	Iteration 37Q: 3 clusters Score -2919602 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 19564 members 
Entering Unmasked Estep 
Score: -2919700.000000 Penalty: 4984.568848
	Iteration 38Q: 3 clusters Score -2919700 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 19831 members 
Entering Unmasked Estep 
Score: -2919801.750000 Penalty: 4984.568848
	Iteration 39Q: 3 clusters Score -2919802 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 20130 members 
Entering Unmasked Estep 
Score: -2919918.000000 Penalty: 4984.568848
	Iteration 40F: 3 clusters Score -2919918 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 20435 members 
Entering Unmasked Estep 
Score: -2920059.500000 Penalty: 4984.568848
	Iteration 41Q: 3 clusters Score -2920060 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 20732 members 
Entering Unmasked Estep 
Score: -2920198.000000 Penalty: 4984.568848
	Iteration 42Q: 3 clusters Score -2920198 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 20988 members 
Entering Unmasked Estep 
Score: -2920319.000000 Penalty: 4984.568848
	Iteration 43Q: 3 clusters Score -2920319 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 21192 members 
Entering Unmasked Estep 
Score: -2920411.500000 Penalty: 4984.568848
	Iteration 44Q: 3 clusters Score -2920412 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 21361 members 
Entering Unmasked Estep 
Score: -2920474.000000 Penalty: 4984.568848
	Iteration 45Q: 3 clusters Score -2920474 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 21492 members 
Entering Unmasked Estep 
Score: -2920534.000000 Penalty: 4984.568848
	Iteration 46Q: 3 clusters Score -2920534 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 21603 members 
Entering Unmasked Estep 
Score: -2920571.000000 Penalty: 4984.568848
	Iteration 47Q: 3 clusters Score -2920571 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 21716 members 
Entering Unmasked Estep 
Score: -2920633.250000 Penalty: 4984.568848
	Iteration 48Q: 3 clusters Score -2920633 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 21801 members 
Entering Unmasked Estep 
Score: -2920673.500000 Penalty: 4984.568848
	Iteration 49Q: 3 clusters Score -2920674 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 21875 members 
Entering Unmasked Estep 
Score: -2920702.750000 Penalty: 4984.568848
	Iteration 50Q: 3 clusters Score -2920703 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 21919 members 
Entering Unmasked Estep 
Score: -2920718.000000 Penalty: 4984.568848
	Iteration 51Q: 3 clusters Score -2920718 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 21954 members 
Entering Unmasked Estep 
Score: -2920725.500000 Penalty: 4984.568848
	Iteration 52Q: 3 clusters Score -2920726 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 21979 members 
Entering Unmasked Estep 
Score: -2920738.000000 Penalty: 4984.568848
	Iteration 53Q: 3 clusters Score -2920738 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 22010 members 
Entering Unmasked Estep 
Score: -2920750.750000 Penalty: 4984.568848
	Iteration 54Q: 3 clusters Score -2920751 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 22038 members 
Entering Unmasked Estep 
Score: -2920761.250000 Penalty: 4984.568848
	Iteration 55Q: 3 clusters Score -2920761 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 22065 members 
Entering Unmasked Estep 
Score: -2920780.750000 Penalty: 4984.568848
	Iteration 56Q: 3 clusters Score -2920781 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 22088 members 
Entering Unmasked Estep 
Score: -2920799.750000 Penalty: 4984.568848
	Iteration 57Q: 3 clusters Score -2920800 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 22103 members 
Entering Unmasked Estep 
Score: -2920796.250000 Penalty: 4984.568848
	Iteration 58Q: 3 clusters Score -2920796 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 22119 members 
Entering Unmasked Estep 
Score: -2920804.000000 Penalty: 4984.568848
	Iteration 59Q: 3 clusters Score -2920804 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 22138 members 
Entering Unmasked Estep 
Score: -2920805.250000 Penalty: 4984.568848
	Iteration 60F: 3 clusters Score -2920805 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 22150 members 
Entering Unmasked Estep 
Score: -2920812.250000 Penalty: 4984.568848
	Iteration 61Q: 3 clusters Score -2920812 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 22159 members 
Entering Unmasked Estep 
Score: -2920815.250000 Penalty: 4984.568848
	Iteration 62Q: 3 clusters Score -2920815 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 22171 members 
Entering Unmasked Estep 
Score: -2920814.500000 Penalty: 4984.568848
	Iteration 63Q: 3 clusters Score -2920814 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 22180 members 
Entering Unmasked Estep 
Score: -2920821.500000 Penalty: 4984.568848
	Iteration 64Q: 3 clusters Score -2920822 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 22188 members 
Entering Unmasked Estep 
Score: -2920822.000000 Penalty: 4984.568848
	Iteration 65Q: 3 clusters Score -2920822 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 22193 members 
Entering Unmasked Estep 
Score: -2920816.250000 Penalty: 4984.568848
	Iteration 66Q: 3 clusters Score -2920816 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 22195 members 
Entering Unmasked Estep 
Score: -2920818.500000 Penalty: 4984.568848
	Iteration 67Q: 3 clusters Score -2920818 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 22197 members 
Entering Unmasked Estep 
Score: -2920822.000000 Penalty: 4984.568848
	Iteration 68Q: 3 clusters Score -2920822 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 22197 members 
Entering Unmasked Estep 
Score: -2920825.000000 Penalty: 4984.568848
	Iteration 69Q: 3 clusters Score -2920825 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 22200 members 
Entering Unmasked Estep 
Score: -2920818.000000 Penalty: 4984.568848
	Iteration 70Q: 3 clusters Score -2920818 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 22203 members 
Entering Unmasked Estep 
Score: -2920822.250000 Penalty: 4984.568848
	Iteration 71Q: 3 clusters Score -2920822 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 22206 members 
Entering Unmasked Estep 
Score: -2920822.500000 Penalty: 4984.568848
	Iteration 72Q: 3 clusters Score -2920822 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 22212 members 
Entering Unmasked Estep 
Score: -2920824.250000 Penalty: 4984.568848
	Iteration 73Q: 3 clusters Score -2920824 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 22214 members 
Entering Unmasked Estep 
Score: -2920821.500000 Penalty: 4984.568848
	Iteration 74Q: 3 clusters Score -2920822 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 22219 members 
Entering Unmasked Estep 
Score: -2920829.750000 Penalty: 4984.568848
	Iteration 75Q: 3 clusters Score -2920830 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 22222 members 
Entering Unmasked Estep 
Score: -2920832.750000 Penalty: 4984.568848
	Iteration 76Q: 3 clusters Score -2920833 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 22226 members 
Entering Unmasked Estep 
Score: -2920831.500000 Penalty: 4984.568848
	Iteration 77Q: 3 clusters Score -2920832 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 22231 members 
Entering Unmasked Estep 
Score: -2920832.250000 Penalty: 4984.568848
	Iteration 78Q: 3 clusters Score -2920832 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 22232 members 
Entering Unmasked Estep 
Score: -2920834.500000 Penalty: 4984.568848
	Iteration 79Q: 3 clusters Score -2920834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 22233 members 
Entering Unmasked Estep 
Score: -2920836.000000 Penalty: 4984.568848
	Iteration 80F: 3 clusters Score -2920836 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 22234 members 
Entering Unmasked Estep 
Score: -2920841.000000 Penalty: 4984.568848
	Iteration 81Q: 3 clusters Score -2920841 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 22235 members 
Entering Unmasked Estep 
Score: -2920840.250000 Penalty: 4984.568848
	Iteration 82Q: 3 clusters Score -2920840 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 22236 members 
Entering Unmasked Estep 
Score: -2920842.500000 Penalty: 4984.568848
	Iteration 83Q: 3 clusters Score -2920842 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 22236 members 
Entering Unmasked Estep 
Score: -2920842.500000 Penalty: 4984.568848
	Iteration 84F: 3 clusters Score -2920842 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Entering Unmasked Estep 
Score: -51161.871094 Penalty: 1560.309204
	Iteration 0F: 2 clusters Score -51161.87 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 254 members 
Entering Unmasked Estep 
Score: -49708.761719 Penalty: 3120.618408
	Iteration 0F: 3 clusters Score -49708.76 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -50281.652344 Penalty: 3120.618408
	Iteration 1F: 3 clusters Score -50281.65 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -50874.664062 Penalty: 3120.618408
	Iteration 2F: 3 clusters Score -50874.66 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -51656.738281 Penalty: 3120.618408
	Iteration 3F: 3 clusters Score -51656.74 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -52084.632812 Penalty: 3120.618408
	Iteration 4F: 3 clusters Score -52084.63 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -52255.835938 Penalty: 3120.618408
	Iteration 5Q: 3 clusters Score -52255.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -52357.539062 Penalty: 3120.618408
	Iteration 6Q: 3 clusters Score -52357.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -52430.097656 Penalty: 3120.618408
	Iteration 7Q: 3 clusters Score -52430.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -52467.656250 Penalty: 3120.618408
	Iteration 8Q: 3 clusters Score -52467.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -52489.191406 Penalty: 3120.618408
	Iteration 9Q: 3 clusters Score -52489.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -52503.464844 Penalty: 3120.618408
	Iteration 10Q: 3 clusters Score -52503.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -52505.007812 Penalty: 3120.618408
	Iteration 11F: 3 clusters Score -52505.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -52545.582031 Penalty: 3120.618408
	Iteration 12Q: 3 clusters Score -52545.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -52602.675781 Penalty: 3120.618408
	Iteration 13Q: 3 clusters Score -52602.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -52620.640625 Penalty: 3120.618408
	Iteration 14Q: 3 clusters Score -52620.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -52620.640625 Penalty: 3120.618408
	Iteration 15F: 3 clusters Score -52620.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 23072 members 
Mstep: Class 2 contains 7984 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 223912 members 
Mstep: Class 5 contains 4145 members 
Mstep: Class 6 contains 2321 members 
Mstep: Class 7 contains 9548 members 
Mstep: Class 8 contains 13865 members 
Mstep: Class 9 contains 7578 members 
Mstep: Class 10 contains 27338 members 
Mstep: Class 11 contains 11557 members 
Mstep: Class 12 contains 779 members 
Mstep: Class 13 contains 3274 members 
Mstep: Class 14 contains 36092 members 
Mstep: Class 15 contains 181891 members 
Mstep: Class 16 contains 23145 members 
Mstep: Class 17 contains 308 members 
Mstep: Class 18 contains 17424 members 
Mstep: Class 19 contains 164592 members 
Mstep: Class 20 contains 56074 members 
Mstep: Class 21 contains 2342 members 
Mstep: Class 22 contains 1227 members 
Mstep: Class 23 contains 4376 members 
Mstep: Class 24 contains 3071 members 
Mstep: Class 25 contains 40354 members 
Mstep: Class 26 contains 59151 members 
Mstep: Class 27 contains 28742 members 
Mstep: Class 28 contains 1150 members 
Mstep: Class 29 contains 45491 members 
Mstep: Class 30 contains 11167 members 
Mstep: Class 31 contains 6406 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8471 members 
Mstep: Class 34 contains 454 members 
Mstep: Class 35 contains 3385 members 
Mstep: Class 36 contains 8247 members 
Mstep: Class 37 contains 4442 members 
Mstep: Class 38 contains 417 members 
Mstep: Class 39 contains 1821 members 
Mstep: Class 40 contains 19197 members 
Mstep: Class 41 contains 422 members 
Mstep: Class 42 contains 3017 members 
Mstep: Class 43 contains 4335 members 
Mstep: Class 44 contains 5375 members 
Mstep: Class 45 contains 21078 members 
Mstep: Class 46 contains 13169 members 
Mstep: Class 47 contains 375 members 
Mstep: Class 48 contains 8288 members 
Mstep: Class 49 contains 26921 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 1022 members 
Mstep: Class 52 contains 524 members 
Mstep: Class 53 contains 3059 members 
Mstep: Class 54 contains 1654 members 
Mstep: Class 55 contains 4546 members 
Mstep: Class 56 contains 17151 members 
Mstep: Class 57 contains 610 members 
Mstep: Class 58 contains 402 members 
Mstep: Class 59 contains 587 members 
Mstep: Class 60 contains 4691 members 
Mstep: Class 61 contains 1716 members 
Mstep: Class 62 contains 1809 members 
Mstep: Class 63 contains 575 members 
Mstep: Class 64 contains 232 members 
Entering Unmasked Estep 
Score: -147533264.000000 Penalty: 222017.406250
Splitting cluster 17 changes total score from -147533744.000000 to -147533264.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (17424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17424 members 
Entering Unmasked Estep 
Score: -2189991.000000 Penalty: 2421.869873
	Iteration 0F: 2 clusters Score -2189991 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -2177485.000000 Penalty: 4843.739746
	Iteration 0F: 3 clusters Score -2177485 nChanged 7550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -2181573.250000 Penalty: 4843.739746
	Iteration 1F: 3 clusters Score -2181573 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -2181963.000000 Penalty: 4843.739746
	Iteration 2F: 3 clusters Score -2181963 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -2182279.250000 Penalty: 4843.739746
	Iteration 3Q: 3 clusters Score -2182279 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -2182563.000000 Penalty: 4843.739746
	Iteration 4Q: 3 clusters Score -2182563 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -2182809.750000 Penalty: 4843.739746
	Iteration 5Q: 3 clusters Score -2182810 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -2183096.750000 Penalty: 4843.739746
	Iteration 6Q: 3 clusters Score -2183097 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -2183415.250000 Penalty: 4843.739746
	Iteration 7Q: 3 clusters Score -2183415 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9144 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -2183859.500000 Penalty: 4843.739746
	Iteration 8Q: 3 clusters Score -2183860 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -2184349.000000 Penalty: 4843.739746
	Iteration 9Q: 3 clusters Score -2184349 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -2184837.500000 Penalty: 4843.739746
	Iteration 10Q: 3 clusters Score -2184838 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9745 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -2185429.000000 Penalty: 4843.739746
	Iteration 11Q: 3 clusters Score -2185429 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -2186198.250000 Penalty: 4843.739746
	Iteration 12F: 3 clusters Score -2186198 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9871 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -2186974.000000 Penalty: 4843.739746
	Iteration 13F: 3 clusters Score -2186974 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -2187637.500000 Penalty: 4843.739746
	Iteration 14Q: 3 clusters Score -2187638 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -2188190.250000 Penalty: 4843.739746
	Iteration 15Q: 3 clusters Score -2188190 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -2188633.750000 Penalty: 4843.739746
	Iteration 16Q: 3 clusters Score -2188634 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -2188944.000000 Penalty: 4843.739746
	Iteration 17Q: 3 clusters Score -2188944 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -2189141.750000 Penalty: 4843.739746
	Iteration 18Q: 3 clusters Score -2189142 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -2189252.500000 Penalty: 4843.739746
	Iteration 19Q: 3 clusters Score -2189252 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -2189311.000000 Penalty: 4843.739746
	Iteration 20F: 3 clusters Score -2189311 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -2189346.750000 Penalty: 4843.739746
	Iteration 21Q: 3 clusters Score -2189347 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -2189361.250000 Penalty: 4843.739746
	Iteration 22Q: 3 clusters Score -2189361 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -2189369.000000 Penalty: 4843.739746
	Iteration 23Q: 3 clusters Score -2189369 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -2189383.000000 Penalty: 4843.739746
	Iteration 24Q: 3 clusters Score -2189383 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -2189386.000000 Penalty: 4843.739746
	Iteration 25Q: 3 clusters Score -2189386 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8985 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -2189394.750000 Penalty: 4843.739746
	Iteration 26Q: 3 clusters Score -2189395 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -2189410.000000 Penalty: 4843.739746
	Iteration 27Q: 3 clusters Score -2189410 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -2189423.500000 Penalty: 4843.739746
	Iteration 28Q: 3 clusters Score -2189424 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -2189438.250000 Penalty: 4843.739746
	Iteration 29Q: 3 clusters Score -2189438 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -2189458.750000 Penalty: 4843.739746
	Iteration 30Q: 3 clusters Score -2189459 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -2189505.500000 Penalty: 4843.739746
	Iteration 31Q: 3 clusters Score -2189506 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -2189589.500000 Penalty: 4843.739746
	Iteration 32Q: 3 clusters Score -2189590 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9431 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -2189819.500000 Penalty: 4843.739746
	Iteration 33Q: 3 clusters Score -2189820 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -2190186.500000 Penalty: 4843.739746
	Iteration 34Q: 3 clusters Score -2190186 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -2190488.750000 Penalty: 4843.739746
	Iteration 35Q: 3 clusters Score -2190489 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10097 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -2190643.250000 Penalty: 4843.739746
	Iteration 36Q: 3 clusters Score -2190643 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -2190717.750000 Penalty: 4843.739746
	Iteration 37Q: 3 clusters Score -2190718 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10319 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -2190751.250000 Penalty: 4843.739746
	Iteration 38Q: 3 clusters Score -2190751 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10375 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -2190767.500000 Penalty: 4843.739746
	Iteration 39Q: 3 clusters Score -2190768 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10409 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -2190781.750000 Penalty: 4843.739746
	Iteration 40F: 3 clusters Score -2190782 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10434 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -2190781.750000 Penalty: 4843.739746
	Iteration 41Q: 3 clusters Score -2190782 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10456 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -2190785.750000 Penalty: 4843.739746
	Iteration 42Q: 3 clusters Score -2190786 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10471 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -2190785.250000 Penalty: 4843.739746
	Iteration 43Q: 3 clusters Score -2190785 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10485 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -2190785.250000 Penalty: 4843.739746
	Iteration 44Q: 3 clusters Score -2190785 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -2190791.250000 Penalty: 4843.739746
	Iteration 45Q: 3 clusters Score -2190791 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10525 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -2190796.250000 Penalty: 4843.739746
	Iteration 46Q: 3 clusters Score -2190796 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -2190798.000000 Penalty: 4843.739746
	Iteration 47Q: 3 clusters Score -2190798 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10558 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -2190801.250000 Penalty: 4843.739746
	Iteration 48Q: 3 clusters Score -2190801 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10570 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -2190802.000000 Penalty: 4843.739746
	Iteration 49Q: 3 clusters Score -2190802 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10576 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -2190805.000000 Penalty: 4843.739746
	Iteration 50Q: 3 clusters Score -2190805 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10577 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -2190805.750000 Penalty: 4843.739746
	Iteration 51Q: 3 clusters Score -2190806 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10577 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -2190805.750000 Penalty: 4843.739746
	Iteration 52F: 3 clusters Score -2190806 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 23072 members 
Mstep: Class 2 contains 7984 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 223912 members 
Mstep: Class 5 contains 4145 members 
Mstep: Class 6 contains 2321 members 
Mstep: Class 7 contains 9548 members 
Mstep: Class 8 contains 13865 members 
Mstep: Class 9 contains 7578 members 
Mstep: Class 10 contains 27338 members 
Mstep: Class 11 contains 11557 members 
Mstep: Class 12 contains 779 members 
Mstep: Class 13 contains 3274 members 
Mstep: Class 14 contains 36092 members 
Mstep: Class 15 contains 181891 members 
Mstep: Class 16 contains 23145 members 
Mstep: Class 17 contains 540 members 
Mstep: Class 18 contains 10577 members 
Mstep: Class 19 contains 164592 members 
Mstep: Class 20 contains 56074 members 
Mstep: Class 21 contains 2342 members 
Mstep: Class 22 contains 1227 members 
Mstep: Class 23 contains 4376 members 
Mstep: Class 24 contains 3071 members 
Mstep: Class 25 contains 40354 members 
Mstep: Class 26 contains 59151 members 
Mstep: Class 27 contains 28742 members 
Mstep: Class 28 contains 1150 members 
Mstep: Class 29 contains 45491 members 
Mstep: Class 30 contains 11167 members 
Mstep: Class 31 contains 6406 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8471 members 
Mstep: Class 34 contains 454 members 
Mstep: Class 35 contains 3385 members 
Mstep: Class 36 contains 8247 members 
Mstep: Class 37 contains 4442 members 
Mstep: Class 38 contains 417 members 
Mstep: Class 39 contains 1821 members 
Mstep: Class 40 contains 19197 members 
Mstep: Class 41 contains 422 members 
Mstep: Class 42 contains 3017 members 
Mstep: Class 43 contains 4335 members 
Mstep: Class 44 contains 5375 members 
Mstep: Class 45 contains 21078 members 
Mstep: Class 46 contains 13169 members 
Mstep: Class 47 contains 375 members 
Mstep: Class 48 contains 8288 members 
Mstep: Class 49 contains 26921 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 1022 members 
Mstep: Class 52 contains 524 members 
Mstep: Class 53 contains 3059 members 
Mstep: Class 54 contains 1654 members 
Mstep: Class 55 contains 4546 members 
Mstep: Class 56 contains 17151 members 
Mstep: Class 57 contains 610 members 
Mstep: Class 58 contains 402 members 
Mstep: Class 59 contains 587 members 
Mstep: Class 60 contains 4691 members 
Mstep: Class 61 contains 1716 members 
Mstep: Class 62 contains 1809 members 
Mstep: Class 63 contains 575 members 
Mstep: Class 64 contains 6847 members 
Entering Unmasked Estep 
Score: -147534080.000000 Penalty: 222017.406250
Splitting cluster 18 changes total score from -147533744.000000 to -147534080.000000
So it's getting split into cluster 64.
Entering ConstructFrom: 
Trying to split cluster 19 (164592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164592 members 
Entering Unmasked Estep 
Score: -21082974.000000 Penalty: 2978.783691
	Iteration 0F: 2 clusters Score -2.108297e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82150 members 
Mstep: Class 2 contains 82442 members 
Entering Unmasked Estep 
Score: -20972342.000000 Penalty: 5957.567383
	Iteration 0F: 3 clusters Score -2.097234e+07 nChanged 79046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81066 members 
Mstep: Class 2 contains 83526 members 
Entering Unmasked Estep 
Score: -21018462.000000 Penalty: 5957.567383
	Iteration 1F: 3 clusters Score -2.101846e+07 nChanged 4691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79981 members 
Mstep: Class 2 contains 84611 members 
Entering Unmasked Estep 
Score: -21019452.000000 Penalty: 5957.567383
	Iteration 2Q: 3 clusters Score -2.101945e+07 nChanged 4772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78315 members 
Mstep: Class 2 contains 86277 members 
Entering Unmasked Estep 
Score: -21020414.000000 Penalty: 5957.567383
	Iteration 3Q: 3 clusters Score -2.102041e+07 nChanged 5093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75844 members 
Mstep: Class 2 contains 88748 members 
Entering Unmasked Estep 
Score: -21021740.000000 Penalty: 5957.567383
	Iteration 4Q: 3 clusters Score -2.102174e+07 nChanged 5781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72131 members 
Mstep: Class 2 contains 92461 members 
Entering Unmasked Estep 
Score: -21023520.000000 Penalty: 5957.567383
	Iteration 5Q: 3 clusters Score -2.102352e+07 nChanged 7164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66365 members 
Mstep: Class 2 contains 98227 members 
Entering Unmasked Estep 
Score: -21026536.000000 Penalty: 5957.567383
	Iteration 6Q: 3 clusters Score -2.102654e+07 nChanged 8980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58321 members 
Mstep: Class 2 contains 106271 members 
Entering Unmasked Estep 
Score: -21031258.000000 Penalty: 5957.567383
	Iteration 7F: 3 clusters Score -2.103126e+07 nChanged 11205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47714 members 
Mstep: Class 2 contains 116878 members 
Entering Unmasked Estep 
Score: -21038858.000000 Penalty: 5957.567383
	Iteration 8F: 3 clusters Score -2.103886e+07 nChanged 12516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35598 members 
Mstep: Class 2 contains 128994 members 
Entering Unmasked Estep 
Score: -21049020.000000 Penalty: 5957.567383
	Iteration 9F: 3 clusters Score -2.104902e+07 nChanged 11672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24244 members 
Mstep: Class 2 contains 140348 members 
Entering Unmasked Estep 
Score: -21059664.000000 Penalty: 5957.567383
	Iteration 10F: 3 clusters Score -2.105966e+07 nChanged 8836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15658 members 
Mstep: Class 2 contains 148934 members 
Entering Unmasked Estep 
Score: -21067756.000000 Penalty: 5957.567383
	Iteration 11F: 3 clusters Score -2.106776e+07 nChanged 5706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 154444 members 
Entering Unmasked Estep 
Score: -21072962.000000 Penalty: 5957.567383
	Iteration 12Q: 3 clusters Score -2.107296e+07 nChanged 3324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 157596 members 
Entering Unmasked Estep 
Score: -21075714.000000 Penalty: 5957.567383
	Iteration 13Q: 3 clusters Score -2.107571e+07 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 159526 members 
Entering Unmasked Estep 
Score: -21077408.000000 Penalty: 5957.567383
	Iteration 14Q: 3 clusters Score -2.107741e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 160795 members 
Entering Unmasked Estep 
Score: -21078592.000000 Penalty: 5957.567383
	Iteration 15Q: 3 clusters Score -2.107859e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 161619 members 
Entering Unmasked Estep 
Score: -21079300.000000 Penalty: 5957.567383
	Iteration 16Q: 3 clusters Score -2.10793e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 162093 members 
Entering Unmasked Estep 
Score: -21079704.000000 Penalty: 5957.567383
	Iteration 17Q: 3 clusters Score -2.10797e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 162415 members 
Entering Unmasked Estep 
Score: -21080024.000000 Penalty: 5957.567383
	Iteration 18Q: 3 clusters Score -2.108002e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 162648 members 
Entering Unmasked Estep 
Score: -21080276.000000 Penalty: 5957.567383
	Iteration 19Q: 3 clusters Score -2.108028e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 162802 members 
Entering Unmasked Estep 
Score: -21080432.000000 Penalty: 5957.567383
	Iteration 20F: 3 clusters Score -2.108043e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 162922 members 
Entering Unmasked Estep 
Score: -21080556.000000 Penalty: 5957.567383
	Iteration 21Q: 3 clusters Score -2.108056e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 163008 members 
Entering Unmasked Estep 
Score: -21080640.000000 Penalty: 5957.567383
	Iteration 22Q: 3 clusters Score -2.108064e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 163071 members 
Entering Unmasked Estep 
Score: -21080708.000000 Penalty: 5957.567383
	Iteration 23Q: 3 clusters Score -2.108071e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 163121 members 
Entering Unmasked Estep 
Score: -21080732.000000 Penalty: 5957.567383
	Iteration 24Q: 3 clusters Score -2.108073e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 163158 members 
Entering Unmasked Estep 
Score: -21080716.000000 Penalty: 5957.567383
	Iteration 25Q: 3 clusters Score -2.108072e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 163188 members 
Entering Unmasked Estep 
Score: -21080714.000000 Penalty: 5957.567383
	Iteration 26Q: 3 clusters Score -2.108071e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 163213 members 
Entering Unmasked Estep 
Score: -21080726.000000 Penalty: 5957.567383
	Iteration 27Q: 3 clusters Score -2.108073e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 163236 members 
Entering Unmasked Estep 
Score: -21080768.000000 Penalty: 5957.567383
	Iteration 28Q: 3 clusters Score -2.108077e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 163261 members 
Entering Unmasked Estep 
Score: -21080776.000000 Penalty: 5957.567383
	Iteration 29Q: 3 clusters Score -2.108078e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 163276 members 
Entering Unmasked Estep 
Score: -21080768.000000 Penalty: 5957.567383
	Iteration 30Q: 3 clusters Score -2.108077e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 163289 members 
Entering Unmasked Estep 
Score: -21080774.000000 Penalty: 5957.567383
	Iteration 31Q: 3 clusters Score -2.108077e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 163298 members 
Entering Unmasked Estep 
Score: -21080790.000000 Penalty: 5957.567383
	Iteration 32Q: 3 clusters Score -2.108079e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 163310 members 
Entering Unmasked Estep 
Score: -21080798.000000 Penalty: 5957.567383
	Iteration 33Q: 3 clusters Score -2.10808e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 163320 members 
Entering Unmasked Estep 
Score: -21080784.000000 Penalty: 5957.567383
	Iteration 34Q: 3 clusters Score -2.108078e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 163329 members 
Entering Unmasked Estep 
Score: -21080780.000000 Penalty: 5957.567383
	Iteration 35Q: 3 clusters Score -2.108078e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 163339 members 
Entering Unmasked Estep 
Score: -21080790.000000 Penalty: 5957.567383
	Iteration 36Q: 3 clusters Score -2.108079e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 163348 members 
Entering Unmasked Estep 
Score: -21080818.000000 Penalty: 5957.567383
	Iteration 37Q: 3 clusters Score -2.108082e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 163353 members 
Entering Unmasked Estep 
Score: -21080822.000000 Penalty: 5957.567383
	Iteration 38Q: 3 clusters Score -2.108082e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 163360 members 
Entering Unmasked Estep 
Score: -21080834.000000 Penalty: 5957.567383
	Iteration 39Q: 3 clusters Score -2.108083e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 163360 members 
Entering Unmasked Estep 
Score: -21080838.000000 Penalty: 5957.567383
	Iteration 40F: 3 clusters Score -2.108084e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 163361 members 
Entering Unmasked Estep 
Score: -21080824.000000 Penalty: 5957.567383
	Iteration 41Q: 3 clusters Score -2.108082e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 163362 members 
Entering Unmasked Estep 
Score: -21080832.000000 Penalty: 5957.567383
	Iteration 42Q: 3 clusters Score -2.108083e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 163362 members 
Entering Unmasked Estep 
Score: -21080828.000000 Penalty: 5957.567383
	Iteration 43Q: 3 clusters Score -2.108083e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 163362 members 
Entering Unmasked Estep 
Score: -21080824.000000 Penalty: 5957.567383
	Iteration 44Q: 3 clusters Score -2.108082e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 163363 members 
Entering Unmasked Estep 
Score: -21080828.000000 Penalty: 5957.567383
	Iteration 45Q: 3 clusters Score -2.108083e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 163362 members 
Entering Unmasked Estep 
Score: -21080824.000000 Penalty: 5957.567383
	Iteration 46Q: 3 clusters Score -2.108082e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 163362 members 
Entering Unmasked Estep 
Score: -21080824.000000 Penalty: 5957.567383
	Iteration 47F: 3 clusters Score -2.108082e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (56074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56074 members 
Entering Unmasked Estep 
Score: -6719536.500000 Penalty: 2711.738037
	Iteration 0F: 2 clusters Score -6719536 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27957 members 
Mstep: Class 2 contains 28117 members 
Entering Unmasked Estep 
Score: -6681594.500000 Penalty: 5423.476074
	Iteration 0F: 3 clusters Score -6681594 nChanged 26248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27259 members 
Mstep: Class 2 contains 28815 members 
Entering Unmasked Estep 
Score: -6696619.500000 Penalty: 5423.476074
	Iteration 1F: 3 clusters Score -6696620 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26605 members 
Mstep: Class 2 contains 29469 members 
Entering Unmasked Estep 
Score: -6697931.500000 Penalty: 5423.476074
	Iteration 2F: 3 clusters Score -6697932 nChanged 3268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25641 members 
Mstep: Class 2 contains 30433 members 
Entering Unmasked Estep 
Score: -6699862.000000 Penalty: 5423.476074
	Iteration 3F: 3 clusters Score -6699862 nChanged 3836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24177 members 
Mstep: Class 2 contains 31897 members 
Entering Unmasked Estep 
Score: -6702331.500000 Penalty: 5423.476074
	Iteration 4F: 3 clusters Score -6702332 nChanged 3939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22424 members 
Mstep: Class 2 contains 33650 members 
Entering Unmasked Estep 
Score: -6704948.500000 Penalty: 5423.476074
	Iteration 5F: 3 clusters Score -6704948 nChanged 3642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20616 members 
Mstep: Class 2 contains 35458 members 
Entering Unmasked Estep 
Score: -6707237.500000 Penalty: 5423.476074
	Iteration 6F: 3 clusters Score -6707238 nChanged 2975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18927 members 
Mstep: Class 2 contains 37147 members 
Entering Unmasked Estep 
Score: -6708990.500000 Penalty: 5423.476074
	Iteration 7F: 3 clusters Score -6708990 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17471 members 
Mstep: Class 2 contains 38603 members 
Entering Unmasked Estep 
Score: -6710330.000000 Penalty: 5423.476074
	Iteration 8Q: 3 clusters Score -6710330 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16169 members 
Mstep: Class 2 contains 39905 members 
Entering Unmasked Estep 
Score: -6711344.000000 Penalty: 5423.476074
	Iteration 9Q: 3 clusters Score -6711344 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15010 members 
Mstep: Class 2 contains 41064 members 
Entering Unmasked Estep 
Score: -6712193.500000 Penalty: 5423.476074
	Iteration 10Q: 3 clusters Score -6712194 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14035 members 
Mstep: Class 2 contains 42039 members 
Entering Unmasked Estep 
Score: -6712789.000000 Penalty: 5423.476074
	Iteration 11Q: 3 clusters Score -6712789 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13125 members 
Mstep: Class 2 contains 42949 members 
Entering Unmasked Estep 
Score: -6713299.500000 Penalty: 5423.476074
	Iteration 12Q: 3 clusters Score -6713300 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12288 members 
Mstep: Class 2 contains 43786 members 
Entering Unmasked Estep 
Score: -6713750.500000 Penalty: 5423.476074
	Iteration 13Q: 3 clusters Score -6713750 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11458 members 
Mstep: Class 2 contains 44616 members 
Entering Unmasked Estep 
Score: -6714201.500000 Penalty: 5423.476074
	Iteration 14Q: 3 clusters Score -6714202 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10646 members 
Mstep: Class 2 contains 45428 members 
Entering Unmasked Estep 
Score: -6714672.000000 Penalty: 5423.476074
	Iteration 15Q: 3 clusters Score -6714672 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 46230 members 
Entering Unmasked Estep 
Score: -6715117.000000 Penalty: 5423.476074
	Iteration 16Q: 3 clusters Score -6715117 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9135 members 
Mstep: Class 2 contains 46939 members 
Entering Unmasked Estep 
Score: -6715489.000000 Penalty: 5423.476074
	Iteration 17Q: 3 clusters Score -6715489 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 47626 members 
Entering Unmasked Estep 
Score: -6715850.500000 Penalty: 5423.476074
	Iteration 18Q: 3 clusters Score -6715850 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 48247 members 
Entering Unmasked Estep 
Score: -6716129.500000 Penalty: 5423.476074
	Iteration 19Q: 3 clusters Score -6716130 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 48850 members 
Entering Unmasked Estep 
Score: -6716413.000000 Penalty: 5423.476074
	Iteration 20F: 3 clusters Score -6716413 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 49414 members 
Entering Unmasked Estep 
Score: -6716678.000000 Penalty: 5423.476074
	Iteration 21Q: 3 clusters Score -6716678 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 49923 members 
Entering Unmasked Estep 
Score: -6716943.500000 Penalty: 5423.476074
	Iteration 22Q: 3 clusters Score -6716944 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 50357 members 
Entering Unmasked Estep 
Score: -6717208.000000 Penalty: 5423.476074
	Iteration 23Q: 3 clusters Score -6717208 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 50756 members 
Entering Unmasked Estep 
Score: -6717411.500000 Penalty: 5423.476074
	Iteration 24Q: 3 clusters Score -6717412 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 51110 members 
Entering Unmasked Estep 
Score: -6717650.500000 Penalty: 5423.476074
	Iteration 25Q: 3 clusters Score -6717650 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 51450 members 
Entering Unmasked Estep 
Score: -6717865.500000 Penalty: 5423.476074
	Iteration 26Q: 3 clusters Score -6717866 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 51753 members 
Entering Unmasked Estep 
Score: -6718056.000000 Penalty: 5423.476074
	Iteration 27Q: 3 clusters Score -6718056 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 51962 members 
Entering Unmasked Estep 
Score: -6718197.000000 Penalty: 5423.476074
	Iteration 28Q: 3 clusters Score -6718197 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 52126 members 
Entering Unmasked Estep 
Score: -6718266.500000 Penalty: 5423.476074
	Iteration 29Q: 3 clusters Score -6718266 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 52246 members 
Entering Unmasked Estep 
Score: -6718328.000000 Penalty: 5423.476074
	Iteration 30Q: 3 clusters Score -6718328 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 52347 members 
Entering Unmasked Estep 
Score: -6718389.000000 Penalty: 5423.476074
	Iteration 31Q: 3 clusters Score -6718389 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 52440 members 
Entering Unmasked Estep 
Score: -6718409.000000 Penalty: 5423.476074
	Iteration 32Q: 3 clusters Score -6718409 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 52518 members 
Entering Unmasked Estep 
Score: -6718467.500000 Penalty: 5423.476074
	Iteration 33Q: 3 clusters Score -6718468 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 52599 members 
Entering Unmasked Estep 
Score: -6718477.000000 Penalty: 5423.476074
	Iteration 34Q: 3 clusters Score -6718477 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 52671 members 
Entering Unmasked Estep 
Score: -6718501.500000 Penalty: 5423.476074
	Iteration 35Q: 3 clusters Score -6718502 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 52742 members 
Entering Unmasked Estep 
Score: -6718524.500000 Penalty: 5423.476074
	Iteration 36Q: 3 clusters Score -6718524 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 52791 members 
Entering Unmasked Estep 
Score: -6718543.500000 Penalty: 5423.476074
	Iteration 37Q: 3 clusters Score -6718544 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 52831 members 
Entering Unmasked Estep 
Score: -6718542.000000 Penalty: 5423.476074
	Iteration 38Q: 3 clusters Score -6718542 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 52864 members 
Entering Unmasked Estep 
Score: -6718564.500000 Penalty: 5423.476074
	Iteration 39Q: 3 clusters Score -6718564 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 52898 members 
Entering Unmasked Estep 
Score: -6718570.000000 Penalty: 5423.476074
	Iteration 40F: 3 clusters Score -6718570 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 52942 members 
Entering Unmasked Estep 
Score: -6718585.000000 Penalty: 5423.476074
	Iteration 41Q: 3 clusters Score -6718585 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 52978 members 
Entering Unmasked Estep 
Score: -6718586.500000 Penalty: 5423.476074
	Iteration 42Q: 3 clusters Score -6718586 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 53012 members 
Entering Unmasked Estep 
Score: -6718593.000000 Penalty: 5423.476074
	Iteration 43Q: 3 clusters Score -6718593 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 53041 members 
Entering Unmasked Estep 
Score: -6718604.500000 Penalty: 5423.476074
	Iteration 44Q: 3 clusters Score -6718604 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 53055 members 
Entering Unmasked Estep 
Score: -6718605.000000 Penalty: 5423.476074
	Iteration 45Q: 3 clusters Score -6718605 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 53074 members 
Entering Unmasked Estep 
Score: -6718615.500000 Penalty: 5423.476074
	Iteration 46Q: 3 clusters Score -6718616 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 53085 members 
Entering Unmasked Estep 
Score: -6718620.000000 Penalty: 5423.476074
	Iteration 47Q: 3 clusters Score -6718620 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 53095 members 
Entering Unmasked Estep 
Score: -6718618.000000 Penalty: 5423.476074
	Iteration 48Q: 3 clusters Score -6718618 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 53105 members 
Entering Unmasked Estep 
Score: -6718621.000000 Penalty: 5423.476074
	Iteration 49Q: 3 clusters Score -6718621 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 53111 members 
Entering Unmasked Estep 
Score: -6718618.000000 Penalty: 5423.476074
	Iteration 50Q: 3 clusters Score -6718618 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 53116 members 
Entering Unmasked Estep 
Score: -6718626.500000 Penalty: 5423.476074
	Iteration 51Q: 3 clusters Score -6718626 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 53121 members 
Entering Unmasked Estep 
Score: -6718623.500000 Penalty: 5423.476074
	Iteration 52Q: 3 clusters Score -6718624 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 53124 members 
Entering Unmasked Estep 
Score: -6718627.000000 Penalty: 5423.476074
	Iteration 53Q: 3 clusters Score -6718627 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 53130 members 
Entering Unmasked Estep 
Score: -6718627.000000 Penalty: 5423.476074
	Iteration 54Q: 3 clusters Score -6718627 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 53137 members 
Entering Unmasked Estep 
Score: -6718628.500000 Penalty: 5423.476074
	Iteration 55Q: 3 clusters Score -6718628 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 53138 members 
Entering Unmasked Estep 
Score: -6718624.500000 Penalty: 5423.476074
	Iteration 56Q: 3 clusters Score -6718624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 53139 members 
Entering Unmasked Estep 
Score: -6718622.000000 Penalty: 5423.476074
	Iteration 57Q: 3 clusters Score -6718622 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 53142 members 
Entering Unmasked Estep 
Score: -6718619.500000 Penalty: 5423.476074
	Iteration 58Q: 3 clusters Score -6718620 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 53146 members 
Entering Unmasked Estep 
Score: -6718616.500000 Penalty: 5423.476074
	Iteration 59Q: 3 clusters Score -6718616 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 53152 members 
Entering Unmasked Estep 
Score: -6718622.500000 Penalty: 5423.476074
	Iteration 60F: 3 clusters Score -6718622 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 53156 members 
Entering Unmasked Estep 
Score: -6718618.500000 Penalty: 5423.476074
	Iteration 61Q: 3 clusters Score -6718618 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 53162 members 
Entering Unmasked Estep 
Score: -6718617.000000 Penalty: 5423.476074
	Iteration 62Q: 3 clusters Score -6718617 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 53167 members 
Entering Unmasked Estep 
Score: -6718622.000000 Penalty: 5423.476074
	Iteration 63Q: 3 clusters Score -6718622 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 53171 members 
Entering Unmasked Estep 
Score: -6718621.000000 Penalty: 5423.476074
	Iteration 64Q: 3 clusters Score -6718621 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 53176 members 
Entering Unmasked Estep 
Score: -6718621.000000 Penalty: 5423.476074
	Iteration 65Q: 3 clusters Score -6718621 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 53180 members 
Entering Unmasked Estep 
Score: -6718629.000000 Penalty: 5423.476074
	Iteration 66Q: 3 clusters Score -6718629 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 53181 members 
Entering Unmasked Estep 
Score: -6718628.000000 Penalty: 5423.476074
	Iteration 67Q: 3 clusters Score -6718628 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 53181 members 
Entering Unmasked Estep 
Score: -6718628.000000 Penalty: 5423.476074
	Iteration 68F: 3 clusters Score -6718628 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Entering Unmasked Estep 
Score: -292208.093750 Penalty: 1924.172607
	Iteration 0F: 2 clusters Score -292208.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -289355.500000 Penalty: 3848.345215
	Iteration 0F: 3 clusters Score -289355.5 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -289868.062500 Penalty: 3848.345215
	Iteration 1F: 3 clusters Score -289868.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -290037.468750 Penalty: 3848.345215
	Iteration 2F: 3 clusters Score -290037.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -290184.187500 Penalty: 3848.345215
	Iteration 3F: 3 clusters Score -290184.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -290360.187500 Penalty: 3848.345215
	Iteration 4F: 3 clusters Score -290360.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -290549.312500 Penalty: 3848.345215
	Iteration 5F: 3 clusters Score -290549.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -290741.687500 Penalty: 3848.345215
	Iteration 6F: 3 clusters Score -290741.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -290912.281250 Penalty: 3848.345215
	Iteration 7F: 3 clusters Score -290912.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -291096.281250 Penalty: 3848.345215
	Iteration 8F: 3 clusters Score -291096.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -291260.781250 Penalty: 3848.345215
	Iteration 9Q: 3 clusters Score -291260.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -291395.812500 Penalty: 3848.345215
	Iteration 10Q: 3 clusters Score -291395.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -291466.968750 Penalty: 3848.345215
	Iteration 11Q: 3 clusters Score -291467 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -291509.062500 Penalty: 3848.345215
	Iteration 12Q: 3 clusters Score -291509.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -291534.468750 Penalty: 3848.345215
	Iteration 13Q: 3 clusters Score -291534.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -291548.531250 Penalty: 3848.345215
	Iteration 14Q: 3 clusters Score -291548.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -291559.062500 Penalty: 3848.345215
	Iteration 15Q: 3 clusters Score -291559.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -291568.843750 Penalty: 3848.345215
	Iteration 16Q: 3 clusters Score -291568.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -291579.593750 Penalty: 3848.345215
	Iteration 17Q: 3 clusters Score -291579.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -291585.531250 Penalty: 3848.345215
	Iteration 18Q: 3 clusters Score -291585.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -291587.937500 Penalty: 3848.345215
	Iteration 19Q: 3 clusters Score -291587.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -291588.781250 Penalty: 3848.345215
	Iteration 20F: 3 clusters Score -291588.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Entering Unmasked Estep 
Score: -178522.234375 Penalty: 1763.857178
	Iteration 0F: 2 clusters Score -178522.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -176643.890625 Penalty: 3527.714355
	Iteration 0F: 3 clusters Score -176643.9 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -177803.000000 Penalty: 3527.714355
	Iteration 1F: 3 clusters Score -177803 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -178410.562500 Penalty: 3527.714355
	Iteration 2F: 3 clusters Score -178410.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -178814.062500 Penalty: 3527.714355
	Iteration 3F: 3 clusters Score -178814.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -179141.765625 Penalty: 3527.714355
	Iteration 4Q: 3 clusters Score -179141.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -179569.718750 Penalty: 3527.714355
	Iteration 5Q: 3 clusters Score -179569.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -179791.078125 Penalty: 3527.714355
	Iteration 6Q: 3 clusters Score -179791.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -179935.062500 Penalty: 3527.714355
	Iteration 7Q: 3 clusters Score -179935.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -180270.250000 Penalty: 3527.714355
	Iteration 8Q: 3 clusters Score -180270.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -180377.890625 Penalty: 3527.714355
	Iteration 9Q: 3 clusters Score -180377.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -180410.187500 Penalty: 3527.714355
	Iteration 10Q: 3 clusters Score -180410.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -180430.546875 Penalty: 3527.714355
	Iteration 11Q: 3 clusters Score -180430.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -180435.140625 Penalty: 3527.714355
	Iteration 12Q: 3 clusters Score -180435.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -180435.140625 Penalty: 3527.714355
	Iteration 13F: 3 clusters Score -180435.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 23072 members 
Mstep: Class 2 contains 7984 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 223912 members 
Mstep: Class 5 contains 4145 members 
Mstep: Class 6 contains 2321 members 
Mstep: Class 7 contains 9548 members 
Mstep: Class 8 contains 13865 members 
Mstep: Class 9 contains 7578 members 
Mstep: Class 10 contains 27338 members 
Mstep: Class 11 contains 11557 members 
Mstep: Class 12 contains 779 members 
Mstep: Class 13 contains 3274 members 
Mstep: Class 14 contains 36092 members 
Mstep: Class 15 contains 181891 members 
Mstep: Class 16 contains 23145 members 
Mstep: Class 17 contains 540 members 
Mstep: Class 18 contains 10577 members 
Mstep: Class 19 contains 164592 members 
Mstep: Class 20 contains 56074 members 
Mstep: Class 21 contains 2342 members 
Mstep: Class 22 contains 693 members 
Mstep: Class 23 contains 4376 members 
Mstep: Class 24 contains 3071 members 
Mstep: Class 25 contains 40354 members 
Mstep: Class 26 contains 59151 members 
Mstep: Class 27 contains 28742 members 
Mstep: Class 28 contains 1150 members 
Mstep: Class 29 contains 45491 members 
Mstep: Class 30 contains 11167 members 
Mstep: Class 31 contains 6406 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8471 members 
Mstep: Class 34 contains 454 members 
Mstep: Class 35 contains 3385 members 
Mstep: Class 36 contains 8247 members 
Mstep: Class 37 contains 4442 members 
Mstep: Class 38 contains 417 members 
Mstep: Class 39 contains 1821 members 
Mstep: Class 40 contains 19197 members 
Mstep: Class 41 contains 422 members 
Mstep: Class 42 contains 3017 members 
Mstep: Class 43 contains 4335 members 
Mstep: Class 44 contains 5375 members 
Mstep: Class 45 contains 21078 members 
Mstep: Class 46 contains 13169 members 
Mstep: Class 47 contains 375 members 
Mstep: Class 48 contains 8288 members 
Mstep: Class 49 contains 26921 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 1022 members 
Mstep: Class 52 contains 524 members 
Mstep: Class 53 contains 3059 members 
Mstep: Class 54 contains 1654 members 
Mstep: Class 55 contains 4546 members 
Mstep: Class 56 contains 17151 members 
Mstep: Class 57 contains 610 members 
Mstep: Class 58 contains 402 members 
Mstep: Class 59 contains 587 members 
Mstep: Class 60 contains 4691 members 
Mstep: Class 61 contains 1716 members 
Mstep: Class 62 contains 1809 members 
Mstep: Class 63 contains 575 members 
Mstep: Class 64 contains 6847 members 
Mstep: Class 65 contains 534 members 
Entering Unmasked Estep 
Score: -147534352.000000 Penalty: 225486.421875
Splitting cluster 22 changes total score from -147533744.000000 to -147534352.000000
So it's getting split into cluster 65.
Entering ConstructFrom: 
Trying to split cluster 23 (4376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Entering Unmasked Estep 
Score: -535233.000000 Penalty: 2079.204834
	Iteration 0F: 2 clusters Score -535233 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 2169 members 
Entering Unmasked Estep 
Score: -531137.562500 Penalty: 4158.409668
	Iteration 0F: 3 clusters Score -531137.6 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -532005.000000 Penalty: 4158.409668
	Iteration 1F: 3 clusters Score -532005 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -532263.937500 Penalty: 4158.409668
	Iteration 2F: 3 clusters Score -532263.9 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -532502.250000 Penalty: 4158.409668
	Iteration 3F: 3 clusters Score -532502.2 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -532731.625000 Penalty: 4158.409668
	Iteration 4F: 3 clusters Score -532731.6 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -532994.375000 Penalty: 4158.409668
	Iteration 5F: 3 clusters Score -532994.4 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -533235.937500 Penalty: 4158.409668
	Iteration 6F: 3 clusters Score -533235.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -533469.187500 Penalty: 4158.409668
	Iteration 7Q: 3 clusters Score -533469.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -533638.750000 Penalty: 4158.409668
	Iteration 8Q: 3 clusters Score -533638.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -533754.250000 Penalty: 4158.409668
	Iteration 9Q: 3 clusters Score -533754.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -533869.187500 Penalty: 4158.409668
	Iteration 10Q: 3 clusters Score -533869.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -533943.437500 Penalty: 4158.409668
	Iteration 11Q: 3 clusters Score -533943.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -533999.562500 Penalty: 4158.409668
	Iteration 12Q: 3 clusters Score -533999.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -534048.937500 Penalty: 4158.409668
	Iteration 13Q: 3 clusters Score -534048.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -534075.250000 Penalty: 4158.409668
	Iteration 14Q: 3 clusters Score -534075.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -534091.625000 Penalty: 4158.409668
	Iteration 15Q: 3 clusters Score -534091.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -534107.312500 Penalty: 4158.409668
	Iteration 16Q: 3 clusters Score -534107.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -534116.562500 Penalty: 4158.409668
	Iteration 17Q: 3 clusters Score -534116.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -534121.625000 Penalty: 4158.409668
	Iteration 18Q: 3 clusters Score -534121.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -534124.625000 Penalty: 4158.409668
	Iteration 19Q: 3 clusters Score -534124.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -534126.250000 Penalty: 4158.409668
	Iteration 20F: 3 clusters Score -534126.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -534126.875000 Penalty: 4158.409668
	Iteration 21Q: 3 clusters Score -534126.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -534127.250000 Penalty: 4158.409668
	Iteration 22Q: 3 clusters Score -534127.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -534127.125000 Penalty: 4158.409668
	Iteration 23Q: 3 clusters Score -534127.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -534126.687500 Penalty: 4158.409668
	Iteration 24Q: 3 clusters Score -534126.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -534126.687500 Penalty: 4158.409668
	Iteration 25F: 3 clusters Score -534126.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (3071 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Entering Unmasked Estep 
Score: -331758.593750 Penalty: 1991.380127
	Iteration 0F: 2 clusters Score -331758.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -328538.156250 Penalty: 3982.760254
	Iteration 0F: 3 clusters Score -328538.2 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -329391.187500 Penalty: 3982.760254
	Iteration 1F: 3 clusters Score -329391.2 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -329677.531250 Penalty: 3982.760254
	Iteration 2F: 3 clusters Score -329677.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -329864.187500 Penalty: 3982.760254
	Iteration 3F: 3 clusters Score -329864.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -330016.218750 Penalty: 3982.760254
	Iteration 4Q: 3 clusters Score -330016.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -330137.031250 Penalty: 3982.760254
	Iteration 5Q: 3 clusters Score -330137 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -330241.468750 Penalty: 3982.760254
	Iteration 6Q: 3 clusters Score -330241.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -330308.562500 Penalty: 3982.760254
	Iteration 7Q: 3 clusters Score -330308.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -330346.468750 Penalty: 3982.760254
	Iteration 8Q: 3 clusters Score -330346.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -330372.281250 Penalty: 3982.760254
	Iteration 9Q: 3 clusters Score -330372.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -330392.125000 Penalty: 3982.760254
	Iteration 10Q: 3 clusters Score -330392.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -330413.781250 Penalty: 3982.760254
	Iteration 11Q: 3 clusters Score -330413.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -330436.750000 Penalty: 3982.760254
	Iteration 12Q: 3 clusters Score -330436.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -330460.218750 Penalty: 3982.760254
	Iteration 13Q: 3 clusters Score -330460.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -330478.687500 Penalty: 3982.760254
	Iteration 14Q: 3 clusters Score -330478.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -330489.406250 Penalty: 3982.760254
	Iteration 15Q: 3 clusters Score -330489.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -330495.937500 Penalty: 3982.760254
	Iteration 16Q: 3 clusters Score -330495.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -330503.031250 Penalty: 3982.760254
	Iteration 17Q: 3 clusters Score -330503 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -330515.937500 Penalty: 3982.760254
	Iteration 18Q: 3 clusters Score -330515.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -330532.625000 Penalty: 3982.760254
	Iteration 19Q: 3 clusters Score -330532.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -330543.312500 Penalty: 3982.760254
	Iteration 20F: 3 clusters Score -330543.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -330553.281250 Penalty: 3982.760254
	Iteration 21Q: 3 clusters Score -330553.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -330563.500000 Penalty: 3982.760254
	Iteration 22Q: 3 clusters Score -330563.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -330569.468750 Penalty: 3982.760254
	Iteration 23Q: 3 clusters Score -330569.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -330576.031250 Penalty: 3982.760254
	Iteration 24Q: 3 clusters Score -330576 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -330587.218750 Penalty: 3982.760254
	Iteration 25Q: 3 clusters Score -330587.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -330598.468750 Penalty: 3982.760254
	Iteration 26Q: 3 clusters Score -330598.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -330606.125000 Penalty: 3982.760254
	Iteration 27Q: 3 clusters Score -330606.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -330616.781250 Penalty: 3982.760254
	Iteration 28Q: 3 clusters Score -330616.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -330629.156250 Penalty: 3982.760254
	Iteration 29Q: 3 clusters Score -330629.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -330637.562500 Penalty: 3982.760254
	Iteration 30Q: 3 clusters Score -330637.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -330645.562500 Penalty: 3982.760254
	Iteration 31Q: 3 clusters Score -330645.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -330651.375000 Penalty: 3982.760254
	Iteration 32Q: 3 clusters Score -330651.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -330654.343750 Penalty: 3982.760254
	Iteration 33Q: 3 clusters Score -330654.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -330660.000000 Penalty: 3982.760254
	Iteration 34Q: 3 clusters Score -330660 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -330665.281250 Penalty: 3982.760254
	Iteration 35Q: 3 clusters Score -330665.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -330668.406250 Penalty: 3982.760254
	Iteration 36Q: 3 clusters Score -330668.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -330670.187500 Penalty: 3982.760254
	Iteration 37Q: 3 clusters Score -330670.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -330671.187500 Penalty: 3982.760254
	Iteration 38Q: 3 clusters Score -330671.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -330671.187500 Penalty: 3982.760254
	Iteration 39F: 3 clusters Score -330671.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (40354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40354 members 
Entering Unmasked Estep 
Score: -5108384.500000 Penalty: 2630.150635
	Iteration 0F: 2 clusters Score -5108384 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20109 members 
Mstep: Class 2 contains 20245 members 
Entering Unmasked Estep 
Score: -5080991.000000 Penalty: 5260.301270
	Iteration 0F: 3 clusters Score -5080991 nChanged 18454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19441 members 
Mstep: Class 2 contains 20913 members 
Entering Unmasked Estep 
Score: -5091396.500000 Penalty: 5260.301270
	Iteration 1F: 3 clusters Score -5091396 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19085 members 
Mstep: Class 2 contains 21269 members 
Entering Unmasked Estep 
Score: -5092046.000000 Penalty: 5260.301270
	Iteration 2Q: 3 clusters Score -5092046 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18646 members 
Mstep: Class 2 contains 21708 members 
Entering Unmasked Estep 
Score: -5092842.000000 Penalty: 5260.301270
	Iteration 3Q: 3 clusters Score -5092842 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18190 members 
Mstep: Class 2 contains 22164 members 
Entering Unmasked Estep 
Score: -5093779.000000 Penalty: 5260.301270
	Iteration 4Q: 3 clusters Score -5093779 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17616 members 
Mstep: Class 2 contains 22738 members 
Entering Unmasked Estep 
Score: -5094912.500000 Penalty: 5260.301270
	Iteration 5Q: 3 clusters Score -5094912 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17068 members 
Mstep: Class 2 contains 23286 members 
Entering Unmasked Estep 
Score: -5096199.000000 Penalty: 5260.301270
	Iteration 6F: 3 clusters Score -5096199 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16521 members 
Mstep: Class 2 contains 23833 members 
Entering Unmasked Estep 
Score: -5097764.000000 Penalty: 5260.301270
	Iteration 7F: 3 clusters Score -5097764 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16090 members 
Mstep: Class 2 contains 24264 members 
Entering Unmasked Estep 
Score: -5099254.000000 Penalty: 5260.301270
	Iteration 8F: 3 clusters Score -5099254 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15719 members 
Mstep: Class 2 contains 24635 members 
Entering Unmasked Estep 
Score: -5100439.500000 Penalty: 5260.301270
	Iteration 9Q: 3 clusters Score -5100440 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15505 members 
Mstep: Class 2 contains 24849 members 
Entering Unmasked Estep 
Score: -5101287.000000 Penalty: 5260.301270
	Iteration 10Q: 3 clusters Score -5101287 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15398 members 
Mstep: Class 2 contains 24956 members 
Entering Unmasked Estep 
Score: -5101796.000000 Penalty: 5260.301270
	Iteration 11Q: 3 clusters Score -5101796 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15378 members 
Mstep: Class 2 contains 24976 members 
Entering Unmasked Estep 
Score: -5102099.500000 Penalty: 5260.301270
	Iteration 12Q: 3 clusters Score -5102100 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15413 members 
Mstep: Class 2 contains 24941 members 
Entering Unmasked Estep 
Score: -5102316.500000 Penalty: 5260.301270
	Iteration 13Q: 3 clusters Score -5102316 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15464 members 
Mstep: Class 2 contains 24890 members 
Entering Unmasked Estep 
Score: -5102481.000000 Penalty: 5260.301270
	Iteration 14Q: 3 clusters Score -5102481 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15513 members 
Mstep: Class 2 contains 24841 members 
Entering Unmasked Estep 
Score: -5102607.000000 Penalty: 5260.301270
	Iteration 15Q: 3 clusters Score -5102607 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15581 members 
Mstep: Class 2 contains 24773 members 
Entering Unmasked Estep 
Score: -5102712.500000 Penalty: 5260.301270
	Iteration 16Q: 3 clusters Score -5102712 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15650 members 
Mstep: Class 2 contains 24704 members 
Entering Unmasked Estep 
Score: -5102807.000000 Penalty: 5260.301270
	Iteration 17Q: 3 clusters Score -5102807 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15757 members 
Mstep: Class 2 contains 24597 members 
Entering Unmasked Estep 
Score: -5102881.000000 Penalty: 5260.301270
	Iteration 18Q: 3 clusters Score -5102881 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15897 members 
Mstep: Class 2 contains 24457 members 
Entering Unmasked Estep 
Score: -5102995.000000 Penalty: 5260.301270
	Iteration 19Q: 3 clusters Score -5102995 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16071 members 
Mstep: Class 2 contains 24283 members 
Entering Unmasked Estep 
Score: -5103098.000000 Penalty: 5260.301270
	Iteration 20F: 3 clusters Score -5103098 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16239 members 
Mstep: Class 2 contains 24115 members 
Entering Unmasked Estep 
Score: -5103156.000000 Penalty: 5260.301270
	Iteration 21Q: 3 clusters Score -5103156 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16394 members 
Mstep: Class 2 contains 23960 members 
Entering Unmasked Estep 
Score: -5103199.000000 Penalty: 5260.301270
	Iteration 22Q: 3 clusters Score -5103199 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16550 members 
Mstep: Class 2 contains 23804 members 
Entering Unmasked Estep 
Score: -5103248.500000 Penalty: 5260.301270
	Iteration 23Q: 3 clusters Score -5103248 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16717 members 
Mstep: Class 2 contains 23637 members 
Entering Unmasked Estep 
Score: -5103312.000000 Penalty: 5260.301270
	Iteration 24Q: 3 clusters Score -5103312 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16909 members 
Mstep: Class 2 contains 23445 members 
Entering Unmasked Estep 
Score: -5103366.000000 Penalty: 5260.301270
	Iteration 25Q: 3 clusters Score -5103366 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17124 members 
Mstep: Class 2 contains 23230 members 
Entering Unmasked Estep 
Score: -5103421.000000 Penalty: 5260.301270
	Iteration 26Q: 3 clusters Score -5103421 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17365 members 
Mstep: Class 2 contains 22989 members 
Entering Unmasked Estep 
Score: -5103491.000000 Penalty: 5260.301270
	Iteration 27Q: 3 clusters Score -5103491 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17608 members 
Mstep: Class 2 contains 22746 members 
Entering Unmasked Estep 
Score: -5103555.000000 Penalty: 5260.301270
	Iteration 28Q: 3 clusters Score -5103555 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17858 members 
Mstep: Class 2 contains 22496 members 
Entering Unmasked Estep 
Score: -5103647.000000 Penalty: 5260.301270
	Iteration 29Q: 3 clusters Score -5103647 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18133 members 
Mstep: Class 2 contains 22221 members 
Entering Unmasked Estep 
Score: -5103719.500000 Penalty: 5260.301270
	Iteration 30Q: 3 clusters Score -5103720 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18424 members 
Mstep: Class 2 contains 21930 members 
Entering Unmasked Estep 
Score: -5103796.000000 Penalty: 5260.301270
	Iteration 31Q: 3 clusters Score -5103796 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18725 members 
Mstep: Class 2 contains 21629 members 
Entering Unmasked Estep 
Score: -5103880.000000 Penalty: 5260.301270
	Iteration 32Q: 3 clusters Score -5103880 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19034 members 
Mstep: Class 2 contains 21320 members 
Entering Unmasked Estep 
Score: -5103951.500000 Penalty: 5260.301270
	Iteration 33Q: 3 clusters Score -5103952 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19319 members 
Mstep: Class 2 contains 21035 members 
Entering Unmasked Estep 
Score: -5104024.500000 Penalty: 5260.301270
	Iteration 34Q: 3 clusters Score -5104024 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19639 members 
Mstep: Class 2 contains 20715 members 
Entering Unmasked Estep 
Score: -5104114.000000 Penalty: 5260.301270
	Iteration 35Q: 3 clusters Score -5104114 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19969 members 
Mstep: Class 2 contains 20385 members 
Entering Unmasked Estep 
Score: -5104211.500000 Penalty: 5260.301270
	Iteration 36Q: 3 clusters Score -5104212 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20327 members 
Mstep: Class 2 contains 20027 members 
Entering Unmasked Estep 
Score: -5104285.500000 Penalty: 5260.301270
	Iteration 37Q: 3 clusters Score -5104286 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20669 members 
Mstep: Class 2 contains 19685 members 
Entering Unmasked Estep 
Score: -5104357.500000 Penalty: 5260.301270
	Iteration 38Q: 3 clusters Score -5104358 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20997 members 
Mstep: Class 2 contains 19357 members 
Entering Unmasked Estep 
Score: -5104436.000000 Penalty: 5260.301270
	Iteration 39Q: 3 clusters Score -5104436 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21332 members 
Mstep: Class 2 contains 19022 members 
Entering Unmasked Estep 
Score: -5104533.500000 Penalty: 5260.301270
	Iteration 40F: 3 clusters Score -5104534 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21662 members 
Mstep: Class 2 contains 18692 members 
Entering Unmasked Estep 
Score: -5104613.500000 Penalty: 5260.301270
	Iteration 41Q: 3 clusters Score -5104614 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21978 members 
Mstep: Class 2 contains 18376 members 
Entering Unmasked Estep 
Score: -5104690.000000 Penalty: 5260.301270
	Iteration 42Q: 3 clusters Score -5104690 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22283 members 
Mstep: Class 2 contains 18071 members 
Entering Unmasked Estep 
Score: -5104739.500000 Penalty: 5260.301270
	Iteration 43Q: 3 clusters Score -5104740 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22563 members 
Mstep: Class 2 contains 17791 members 
Entering Unmasked Estep 
Score: -5104790.000000 Penalty: 5260.301270
	Iteration 44Q: 3 clusters Score -5104790 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22846 members 
Mstep: Class 2 contains 17508 members 
Entering Unmasked Estep 
Score: -5104857.500000 Penalty: 5260.301270
	Iteration 45Q: 3 clusters Score -5104858 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23113 members 
Mstep: Class 2 contains 17241 members 
Entering Unmasked Estep 
Score: -5104902.000000 Penalty: 5260.301270
	Iteration 46Q: 3 clusters Score -5104902 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23351 members 
Mstep: Class 2 contains 17003 members 
Entering Unmasked Estep 
Score: -5104947.500000 Penalty: 5260.301270
	Iteration 47Q: 3 clusters Score -5104948 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23588 members 
Mstep: Class 2 contains 16766 members 
Entering Unmasked Estep 
Score: -5104962.000000 Penalty: 5260.301270
	Iteration 48Q: 3 clusters Score -5104962 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23830 members 
Mstep: Class 2 contains 16524 members 
Entering Unmasked Estep 
Score: -5104989.500000 Penalty: 5260.301270
	Iteration 49Q: 3 clusters Score -5104990 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24059 members 
Mstep: Class 2 contains 16295 members 
Entering Unmasked Estep 
Score: -5105027.500000 Penalty: 5260.301270
	Iteration 50Q: 3 clusters Score -5105028 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24287 members 
Mstep: Class 2 contains 16067 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -5105066 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24499 members 
Mstep: Class 2 contains 15855 members 
Entering Unmasked Estep 
Score: -5105098.500000 Penalty: 5260.301270
	Iteration 52Q: 3 clusters Score -5105098 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24729 members 
Mstep: Class 2 contains 15625 members 
Entering Unmasked Estep 
Score: -5105142.000000 Penalty: 5260.301270
	Iteration 53Q: 3 clusters Score -5105142 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24952 members 
Mstep: Class 2 contains 15402 members 
Entering Unmasked Estep 
Score: -5105178.500000 Penalty: 5260.301270
	Iteration 54Q: 3 clusters Score -5105178 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25171 members 
Mstep: Class 2 contains 15183 members 
Entering Unmasked Estep 
Score: -5105232.500000 Penalty: 5260.301270
	Iteration 55Q: 3 clusters Score -5105232 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25377 members 
Mstep: Class 2 contains 14977 members 
Entering Unmasked Estep 
Score: -5105263.500000 Penalty: 5260.301270
	Iteration 56Q: 3 clusters Score -5105264 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25549 members 
Mstep: Class 2 contains 14805 members 
Entering Unmasked Estep 
Score: -5105283.000000 Penalty: 5260.301270
	Iteration 57Q: 3 clusters Score -5105283 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25721 members 
Mstep: Class 2 contains 14633 members 
Entering Unmasked Estep 
Score: -5105309.500000 Penalty: 5260.301270
	Iteration 58Q: 3 clusters Score -5105310 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25884 members 
Mstep: Class 2 contains 14470 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -5105310 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26030 members 
Mstep: Class 2 contains 14324 members 
Entering Unmasked Estep 
Score: -5105320.000000 Penalty: 5260.301270
	Iteration 60F: 3 clusters Score -5105320 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26143 members 
Mstep: Class 2 contains 14211 members 
Entering Unmasked Estep 
Score: -5105336.000000 Penalty: 5260.301270
	Iteration 61Q: 3 clusters Score -5105336 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26249 members 
Mstep: Class 2 contains 14105 members 
Entering Unmasked Estep 
Score: -5105351.500000 Penalty: 5260.301270
	Iteration 62Q: 3 clusters Score -5105352 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26346 members 
Mstep: Class 2 contains 14008 members 
Entering Unmasked Estep 
Score: -5105377.000000 Penalty: 5260.301270
	Iteration 63Q: 3 clusters Score -5105377 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26427 members 
Mstep: Class 2 contains 13927 members 
Entering Unmasked Estep 
Score: -5105378.500000 Penalty: 5260.301270
	Iteration 64Q: 3 clusters Score -5105378 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26498 members 
Mstep: Class 2 contains 13856 members 
Entering Unmasked Estep 
Score: -5105374.000000 Penalty: 5260.301270
	Iteration 65Q: 3 clusters Score -5105374 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26564 members 
Mstep: Class 2 contains 13790 members 
Entering Unmasked Estep 
Score: -5105383.000000 Penalty: 5260.301270
	Iteration 66Q: 3 clusters Score -5105383 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26620 members 
Mstep: Class 2 contains 13734 members 
Entering Unmasked Estep 
Score: -5105382.500000 Penalty: 5260.301270
	Iteration 67Q: 3 clusters Score -5105382 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26663 members 
Mstep: Class 2 contains 13691 members 
Entering Unmasked Estep 
Score: -5105392.500000 Penalty: 5260.301270
	Iteration 68Q: 3 clusters Score -5105392 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26697 members 
Mstep: Class 2 contains 13657 members 
Entering Unmasked Estep 
Score: -5105389.500000 Penalty: 5260.301270
	Iteration 69Q: 3 clusters Score -5105390 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26730 members 
Mstep: Class 2 contains 13624 members 
Entering Unmasked Estep 
Score: -5105387.000000 Penalty: 5260.301270
	Iteration 70Q: 3 clusters Score -5105387 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26759 members 
Mstep: Class 2 contains 13595 members 
Entering Unmasked Estep 
Score: -5105381.500000 Penalty: 5260.301270
	Iteration 71Q: 3 clusters Score -5105382 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26784 members 
Mstep: Class 2 contains 13570 members 
Entering Unmasked Estep 
Score: -5105375.500000 Penalty: 5260.301270
	Iteration 72Q: 3 clusters Score -5105376 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26814 members 
Mstep: Class 2 contains 13540 members 
Entering Unmasked Estep 
Score: -5105379.000000 Penalty: 5260.301270
	Iteration 73Q: 3 clusters Score -5105379 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26846 members 
Mstep: Class 2 contains 13508 members 
Entering Unmasked Estep 
Score: -5105381.000000 Penalty: 5260.301270
	Iteration 74Q: 3 clusters Score -5105381 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26882 members 
Mstep: Class 2 contains 13472 members 
Entering Unmasked Estep 
Score: -5105388.000000 Penalty: 5260.301270
	Iteration 75Q: 3 clusters Score -5105388 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26920 members 
Mstep: Class 2 contains 13434 members 
Entering Unmasked Estep 
Score: -5105385.000000 Penalty: 5260.301270
	Iteration 76Q: 3 clusters Score -5105385 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26954 members 
Mstep: Class 2 contains 13400 members 
Entering Unmasked Estep 
Score: -5105383.000000 Penalty: 5260.301270
	Iteration 77Q: 3 clusters Score -5105383 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26992 members 
Mstep: Class 2 contains 13362 members 
Entering Unmasked Estep 
Score: -5105388.000000 Penalty: 5260.301270
	Iteration 78Q: 3 clusters Score -5105388 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27024 members 
Mstep: Class 2 contains 13330 members 
Entering Unmasked Estep 
Score: -5105392.000000 Penalty: 5260.301270
	Iteration 79Q: 3 clusters Score -5105392 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27067 members 
Mstep: Class 2 contains 13287 members 
Entering Unmasked Estep 
Score: -5105390.500000 Penalty: 5260.301270
	Iteration 80F: 3 clusters Score -5105390 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27118 members 
Mstep: Class 2 contains 13236 members 
Entering Unmasked Estep 
Score: -5105400.500000 Penalty: 5260.301270
	Iteration 81Q: 3 clusters Score -5105400 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27166 members 
Mstep: Class 2 contains 13188 members 
Entering Unmasked Estep 
Score: -5105404.500000 Penalty: 5260.301270
	Iteration 82Q: 3 clusters Score -5105404 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27215 members 
Mstep: Class 2 contains 13139 members 
Entering Unmasked Estep 
Score: -5105397.500000 Penalty: 5260.301270
	Iteration 83Q: 3 clusters Score -5105398 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27255 members 
Mstep: Class 2 contains 13099 members 
Entering Unmasked Estep 
Score: -5105418.000000 Penalty: 5260.301270
	Iteration 84Q: 3 clusters Score -5105418 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27301 members 
Mstep: Class 2 contains 13053 members 
Entering Unmasked Estep 
Score: -5105422.500000 Penalty: 5260.301270
	Iteration 85Q: 3 clusters Score -5105422 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27346 members 
Mstep: Class 2 contains 13008 members 
Entering Unmasked Estep 
Score: -5105418.000000 Penalty: 5260.301270
	Iteration 86Q: 3 clusters Score -5105418 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27392 members 
Mstep: Class 2 contains 12962 members 
Entering Unmasked Estep 
Score: -5105428.000000 Penalty: 5260.301270
	Iteration 87Q: 3 clusters Score -5105428 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27444 members 
Mstep: Class 2 contains 12910 members 
Entering Unmasked Estep 
Score: -5105434.000000 Penalty: 5260.301270
	Iteration 88Q: 3 clusters Score -5105434 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27489 members 
Mstep: Class 2 contains 12865 members 
Entering Unmasked Estep 
Score: -5105436.000000 Penalty: 5260.301270
	Iteration 89Q: 3 clusters Score -5105436 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27528 members 
Mstep: Class 2 contains 12826 members 
Entering Unmasked Estep 
Score: -5105437.500000 Penalty: 5260.301270
	Iteration 90Q: 3 clusters Score -5105438 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27577 members 
Mstep: Class 2 contains 12777 members 
Entering Unmasked Estep 
Score: -5105452.500000 Penalty: 5260.301270
	Iteration 91Q: 3 clusters Score -5105452 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27633 members 
Mstep: Class 2 contains 12721 members 
Entering Unmasked Estep 
Score: -5105448.500000 Penalty: 5260.301270
	Iteration 92Q: 3 clusters Score -5105448 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27690 members 
Mstep: Class 2 contains 12664 members 
Entering Unmasked Estep 
Score: -5105435.000000 Penalty: 5260.301270
	Iteration 93Q: 3 clusters Score -5105435 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27744 members 
Mstep: Class 2 contains 12610 members 
Entering Unmasked Estep 
Score: -5105449.000000 Penalty: 5260.301270
	Iteration 94Q: 3 clusters Score -5105449 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27802 members 
Mstep: Class 2 contains 12552 members 
Entering Unmasked Estep 
Score: -5105470.000000 Penalty: 5260.301270
	Iteration 95Q: 3 clusters Score -5105470 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27852 members 
Mstep: Class 2 contains 12502 members 
Entering Unmasked Estep 
Score: -5105466.500000 Penalty: 5260.301270
	Iteration 96Q: 3 clusters Score -5105466 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27898 members 
Mstep: Class 2 contains 12456 members 
Entering Unmasked Estep 
Score: -5105467.500000 Penalty: 5260.301270
	Iteration 97Q: 3 clusters Score -5105468 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27938 members 
Mstep: Class 2 contains 12416 members 
Entering Unmasked Estep 
Score: -5105463.500000 Penalty: 5260.301270
	Iteration 98Q: 3 clusters Score -5105464 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27977 members 
Mstep: Class 2 contains 12377 members 
Entering Unmasked Estep 
Score: -5105464.000000 Penalty: 5260.301270
	Iteration 99Q: 3 clusters Score -5105464 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28015 members 
Mstep: Class 2 contains 12339 members 
Entering Unmasked Estep 
Score: -5105467.000000 Penalty: 5260.301270
	Iteration 100F: 3 clusters Score -5105467 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28059 members 
Mstep: Class 2 contains 12295 members 
Entering Unmasked Estep 
Score: -5105468.500000 Penalty: 5260.301270
	Iteration 101Q: 3 clusters Score -5105468 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28094 members 
Mstep: Class 2 contains 12260 members 
Entering Unmasked Estep 
Score: -5105471.000000 Penalty: 5260.301270
	Iteration 102Q: 3 clusters Score -5105471 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28133 members 
Mstep: Class 2 contains 12221 members 
Entering Unmasked Estep 
Score: -5105472.000000 Penalty: 5260.301270
	Iteration 103Q: 3 clusters Score -5105472 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28173 members 
Mstep: Class 2 contains 12181 members 
Entering Unmasked Estep 
Score: -5105463.500000 Penalty: 5260.301270
	Iteration 104Q: 3 clusters Score -5105464 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28203 members 
Mstep: Class 2 contains 12151 members 
Entering Unmasked Estep 
Score: -5105464.500000 Penalty: 5260.301270
	Iteration 105Q: 3 clusters Score -5105464 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28225 members 
Mstep: Class 2 contains 12129 members 
Entering Unmasked Estep 
Score: -5105460.000000 Penalty: 5260.301270
	Iteration 106Q: 3 clusters Score -5105460 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28249 members 
Mstep: Class 2 contains 12105 members 
Entering Unmasked Estep 
Score: -5105467.500000 Penalty: 5260.301270
	Iteration 107Q: 3 clusters Score -5105468 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28285 members 
Mstep: Class 2 contains 12069 members 
Entering Unmasked Estep 
Score: -5105471.500000 Penalty: 5260.301270
	Iteration 108Q: 3 clusters Score -5105472 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28308 members 
Mstep: Class 2 contains 12046 members 
Entering Unmasked Estep 
Score: -5105481.500000 Penalty: 5260.301270
	Iteration 109Q: 3 clusters Score -5105482 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28327 members 
Mstep: Class 2 contains 12027 members 
Entering Unmasked Estep 
Score: -5105475.500000 Penalty: 5260.301270
	Iteration 110Q: 3 clusters Score -5105476 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28341 members 
Mstep: Class 2 contains 12013 members 
Entering Unmasked Estep 
Score: -5105483.500000 Penalty: 5260.301270
	Iteration 111Q: 3 clusters Score -5105484 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28353 members 
Mstep: Class 2 contains 12001 members 
Entering Unmasked Estep 
Score: -5105484.500000 Penalty: 5260.301270
	Iteration 112Q: 3 clusters Score -5105484 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28362 members 
Mstep: Class 2 contains 11992 members 
Entering Unmasked Estep 
Score: -5105475.500000 Penalty: 5260.301270
	Iteration 113Q: 3 clusters Score -5105476 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28375 members 
Mstep: Class 2 contains 11979 members 
Entering Unmasked Estep 
Score: -5105476.000000 Penalty: 5260.301270
	Iteration 114Q: 3 clusters Score -5105476 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28383 members 
Mstep: Class 2 contains 11971 members 
Entering Unmasked Estep 
Score: -5105484.000000 Penalty: 5260.301270
	Iteration 115Q: 3 clusters Score -5105484 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28391 members 
Mstep: Class 2 contains 11963 members 
Entering Unmasked Estep 
Score: -5105491.500000 Penalty: 5260.301270
	Iteration 116Q: 3 clusters Score -5105492 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28397 members 
Mstep: Class 2 contains 11957 members 
Entering Unmasked Estep 
Score: -5105487.000000 Penalty: 5260.301270
	Iteration 117Q: 3 clusters Score -5105487 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28403 members 
Mstep: Class 2 contains 11951 members 
Entering Unmasked Estep 
Score: -5105485.000000 Penalty: 5260.301270
	Iteration 118Q: 3 clusters Score -5105485 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28410 members 
Mstep: Class 2 contains 11944 members 
Entering Unmasked Estep 
Score: -5105482.000000 Penalty: 5260.301270
	Iteration 119Q: 3 clusters Score -5105482 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28415 members 
Mstep: Class 2 contains 11939 members 
Entering Unmasked Estep 
Score: -5105487.500000 Penalty: 5260.301270
	Iteration 120F: 3 clusters Score -5105488 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28419 members 
Mstep: Class 2 contains 11935 members 
Entering Unmasked Estep 
Score: -5105488.500000 Penalty: 5260.301270
	Iteration 121Q: 3 clusters Score -5105488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28421 members 
Mstep: Class 2 contains 11933 members 
Entering Unmasked Estep 
Score: -5105489.500000 Penalty: 5260.301270
	Iteration 122Q: 3 clusters Score -5105490 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28423 members 
Mstep: Class 2 contains 11931 members 
Entering Unmasked Estep 
Score: -5105486.500000 Penalty: 5260.301270
	Iteration 123Q: 3 clusters Score -5105486 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28428 members 
Mstep: Class 2 contains 11926 members 
Entering Unmasked Estep 
Score: -5105488.500000 Penalty: 5260.301270
	Iteration 124Q: 3 clusters Score -5105488 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28434 members 
Mstep: Class 2 contains 11920 members 
Entering Unmasked Estep 
Score: -5105491.500000 Penalty: 5260.301270
	Iteration 125Q: 3 clusters Score -5105492 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28444 members 
Mstep: Class 2 contains 11910 members 
Entering Unmasked Estep 
Score: -5105480.500000 Penalty: 5260.301270
	Iteration 126Q: 3 clusters Score -5105480 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28457 members 
Mstep: Class 2 contains 11897 members 
Entering Unmasked Estep 
Score: -5105482.500000 Penalty: 5260.301270
	Iteration 127Q: 3 clusters Score -5105482 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28467 members 
Mstep: Class 2 contains 11887 members 
Entering Unmasked Estep 
Score: -5105479.500000 Penalty: 5260.301270
	Iteration 128Q: 3 clusters Score -5105480 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28475 members 
Mstep: Class 2 contains 11879 members 
Entering Unmasked Estep 
Score: -5105481.000000 Penalty: 5260.301270
	Iteration 129Q: 3 clusters Score -5105481 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28487 members 
Mstep: Class 2 contains 11867 members 
Entering Unmasked Estep 
Score: -5105484.000000 Penalty: 5260.301270
	Iteration 130Q: 3 clusters Score -5105484 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28500 members 
Mstep: Class 2 contains 11854 members 
Entering Unmasked Estep 
Score: -5105490.000000 Penalty: 5260.301270
	Iteration 131Q: 3 clusters Score -5105490 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28506 members 
Mstep: Class 2 contains 11848 members 
Entering Unmasked Estep 
Score: -5105498.000000 Penalty: 5260.301270
	Iteration 132Q: 3 clusters Score -5105498 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28509 members 
Mstep: Class 2 contains 11845 members 
Entering Unmasked Estep 
Score: -5105495.000000 Penalty: 5260.301270
	Iteration 133Q: 3 clusters Score -5105495 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28510 members 
Mstep: Class 2 contains 11844 members 
Entering Unmasked Estep 
Score: -5105495.000000 Penalty: 5260.301270
	Iteration 134Q: 3 clusters Score -5105495 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28512 members 
Mstep: Class 2 contains 11842 members 
Entering Unmasked Estep 
Score: -5105491.000000 Penalty: 5260.301270
	Iteration 135Q: 3 clusters Score -5105491 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28514 members 
Mstep: Class 2 contains 11840 members 
Entering Unmasked Estep 
Score: -5105490.000000 Penalty: 5260.301270
	Iteration 136Q: 3 clusters Score -5105490 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28515 members 
Mstep: Class 2 contains 11839 members 
Entering Unmasked Estep 
Score: -5105492.500000 Penalty: 5260.301270
	Iteration 137Q: 3 clusters Score -5105492 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28515 members 
Mstep: Class 2 contains 11839 members 
Entering Unmasked Estep 
Score: -5105492.500000 Penalty: 5260.301270
	Iteration 138F: 3 clusters Score -5105492 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (59151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59151 members 
Entering Unmasked Estep 
Score: -7532195.000000 Penalty: 2724.986572
	Iteration 0F: 2 clusters Score -7532195 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29384 members 
Mstep: Class 2 contains 29767 members 
Entering Unmasked Estep 
Score: -7492602.000000 Penalty: 5449.973145
	Iteration 0F: 3 clusters Score -7492602 nChanged 27574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27660 members 
Mstep: Class 2 contains 31491 members 
Entering Unmasked Estep 
Score: -7508285.000000 Penalty: 5449.973145
	Iteration 1F: 3 clusters Score -7508285 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26442 members 
Mstep: Class 2 contains 32709 members 
Entering Unmasked Estep 
Score: -7509364.000000 Penalty: 5449.973145
	Iteration 2Q: 3 clusters Score -7509364 nChanged 3121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24719 members 
Mstep: Class 2 contains 34432 members 
Entering Unmasked Estep 
Score: -7510866.500000 Penalty: 5449.973145
	Iteration 3F: 3 clusters Score -7510866 nChanged 3642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22255 members 
Mstep: Class 2 contains 36896 members 
Entering Unmasked Estep 
Score: -7513037.500000 Penalty: 5449.973145
	Iteration 4F: 3 clusters Score -7513038 nChanged 4155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19074 members 
Mstep: Class 2 contains 40077 members 
Entering Unmasked Estep 
Score: -7516029.500000 Penalty: 5449.973145
	Iteration 5F: 3 clusters Score -7516030 nChanged 4360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15516 members 
Mstep: Class 2 contains 43635 members 
Entering Unmasked Estep 
Score: -7519591.000000 Penalty: 5449.973145
	Iteration 6F: 3 clusters Score -7519591 nChanged 3943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12315 members 
Mstep: Class 2 contains 46836 members 
Entering Unmasked Estep 
Score: -7522977.500000 Penalty: 5449.973145
	Iteration 7F: 3 clusters Score -7522978 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 49167 members 
Entering Unmasked Estep 
Score: -7525593.500000 Penalty: 5449.973145
	Iteration 8Q: 3 clusters Score -7525594 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 50671 members 
Entering Unmasked Estep 
Score: -7527224.000000 Penalty: 5449.973145
	Iteration 9Q: 3 clusters Score -7527224 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 51684 members 
Entering Unmasked Estep 
Score: -7528100.000000 Penalty: 5449.973145
	Iteration 10Q: 3 clusters Score -7528100 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 52416 members 
Entering Unmasked Estep 
Score: -7528554.500000 Penalty: 5449.973145
	Iteration 11Q: 3 clusters Score -7528554 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 52941 members 
Entering Unmasked Estep 
Score: -7528835.000000 Penalty: 5449.973145
	Iteration 12Q: 3 clusters Score -7528835 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 53403 members 
Entering Unmasked Estep 
Score: -7529052.000000 Penalty: 5449.973145
	Iteration 13Q: 3 clusters Score -7529052 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 53813 members 
Entering Unmasked Estep 
Score: -7529215.500000 Penalty: 5449.973145
	Iteration 14Q: 3 clusters Score -7529216 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 54172 members 
Entering Unmasked Estep 
Score: -7529340.000000 Penalty: 5449.973145
	Iteration 15Q: 3 clusters Score -7529340 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 54490 members 
Entering Unmasked Estep 
Score: -7529430.000000 Penalty: 5449.973145
	Iteration 16Q: 3 clusters Score -7529430 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 54750 members 
Entering Unmasked Estep 
Score: -7529503.500000 Penalty: 5449.973145
	Iteration 17Q: 3 clusters Score -7529504 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 54984 members 
Entering Unmasked Estep 
Score: -7529584.000000 Penalty: 5449.973145
	Iteration 18Q: 3 clusters Score -7529584 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 55190 members 
Entering Unmasked Estep 
Score: -7529670.000000 Penalty: 5449.973145
	Iteration 19Q: 3 clusters Score -7529670 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 55373 members 
Entering Unmasked Estep 
Score: -7529730.500000 Penalty: 5449.973145
	Iteration 20F: 3 clusters Score -7529730 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 55535 members 
Entering Unmasked Estep 
Score: -7529801.500000 Penalty: 5449.973145
	Iteration 21Q: 3 clusters Score -7529802 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 55704 members 
Entering Unmasked Estep 
Score: -7529856.000000 Penalty: 5449.973145
	Iteration 22Q: 3 clusters Score -7529856 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 55852 members 
Entering Unmasked Estep 
Score: -7529903.500000 Penalty: 5449.973145
	Iteration 23Q: 3 clusters Score -7529904 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 55983 members 
Entering Unmasked Estep 
Score: -7529945.500000 Penalty: 5449.973145
	Iteration 24Q: 3 clusters Score -7529946 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 56119 members 
Entering Unmasked Estep 
Score: -7529971.000000 Penalty: 5449.973145
	Iteration 25Q: 3 clusters Score -7529971 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 56235 members 
Entering Unmasked Estep 
Score: -7530014.500000 Penalty: 5449.973145
	Iteration 26Q: 3 clusters Score -7530014 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 56343 members 
Entering Unmasked Estep 
Score: -7530039.500000 Penalty: 5449.973145
	Iteration 27Q: 3 clusters Score -7530040 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 56425 members 
Entering Unmasked Estep 
Score: -7530065.500000 Penalty: 5449.973145
	Iteration 28Q: 3 clusters Score -7530066 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 56500 members 
Entering Unmasked Estep 
Score: -7530056.500000 Penalty: 5449.973145
	Iteration 29Q: 3 clusters Score -7530056 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 56566 members 
Entering Unmasked Estep 
Score: -7530079.500000 Penalty: 5449.973145
	Iteration 30Q: 3 clusters Score -7530080 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 56621 members 
Entering Unmasked Estep 
Score: -7530095.000000 Penalty: 5449.973145
	Iteration 31Q: 3 clusters Score -7530095 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 56662 members 
Entering Unmasked Estep 
Score: -7530106.000000 Penalty: 5449.973145
	Iteration 32Q: 3 clusters Score -7530106 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 56702 members 
Entering Unmasked Estep 
Score: -7530114.000000 Penalty: 5449.973145
	Iteration 33Q: 3 clusters Score -7530114 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 56738 members 
Entering Unmasked Estep 
Score: -7530123.500000 Penalty: 5449.973145
	Iteration 34Q: 3 clusters Score -7530124 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 56770 members 
Entering Unmasked Estep 
Score: -7530117.000000 Penalty: 5449.973145
	Iteration 35Q: 3 clusters Score -7530117 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 56790 members 
Entering Unmasked Estep 
Score: -7530115.000000 Penalty: 5449.973145
	Iteration 36Q: 3 clusters Score -7530115 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 56810 members 
Entering Unmasked Estep 
Score: -7530123.500000 Penalty: 5449.973145
	Iteration 37Q: 3 clusters Score -7530124 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 56830 members 
Entering Unmasked Estep 
Score: -7530123.000000 Penalty: 5449.973145
	Iteration 38Q: 3 clusters Score -7530123 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 56846 members 
Entering Unmasked Estep 
Score: -7530142.000000 Penalty: 5449.973145
	Iteration 39Q: 3 clusters Score -7530142 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 56859 members 
Entering Unmasked Estep 
Score: -7530147.000000 Penalty: 5449.973145
	Iteration 40F: 3 clusters Score -7530147 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 56879 members 
Entering Unmasked Estep 
Score: -7530156.000000 Penalty: 5449.973145
	Iteration 41Q: 3 clusters Score -7530156 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 56886 members 
Entering Unmasked Estep 
Score: -7530161.500000 Penalty: 5449.973145
	Iteration 42Q: 3 clusters Score -7530162 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 56894 members 
Entering Unmasked Estep 
Score: -7530162.500000 Penalty: 5449.973145
	Iteration 43Q: 3 clusters Score -7530162 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 56899 members 
Entering Unmasked Estep 
Score: -7530176.500000 Penalty: 5449.973145
	Iteration 44Q: 3 clusters Score -7530176 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 56904 members 
Entering Unmasked Estep 
Score: -7530179.500000 Penalty: 5449.973145
	Iteration 45Q: 3 clusters Score -7530180 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 56910 members 
Entering Unmasked Estep 
Score: -7530176.500000 Penalty: 5449.973145
	Iteration 46Q: 3 clusters Score -7530176 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 56914 members 
Entering Unmasked Estep 
Score: -7530179.000000 Penalty: 5449.973145
	Iteration 47Q: 3 clusters Score -7530179 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 56919 members 
Entering Unmasked Estep 
Score: -7530189.000000 Penalty: 5449.973145
	Iteration 48Q: 3 clusters Score -7530189 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 56923 members 
Entering Unmasked Estep 
Score: -7530195.000000 Penalty: 5449.973145
	Iteration 49Q: 3 clusters Score -7530195 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 56925 members 
Entering Unmasked Estep 
Score: -7530195.000000 Penalty: 5449.973145
	Iteration 50Q: 3 clusters Score -7530195 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 56927 members 
Entering Unmasked Estep 
Score: -7530192.000000 Penalty: 5449.973145
	Iteration 51Q: 3 clusters Score -7530192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 56929 members 
Entering Unmasked Estep 
Score: -7530189.500000 Penalty: 5449.973145
	Iteration 52Q: 3 clusters Score -7530190 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 56935 members 
Entering Unmasked Estep 
Score: -7530188.000000 Penalty: 5449.973145
	Iteration 53Q: 3 clusters Score -7530188 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 56943 members 
Entering Unmasked Estep 
Score: -7530196.000000 Penalty: 5449.973145
	Iteration 54Q: 3 clusters Score -7530196 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 56953 members 
Entering Unmasked Estep 
Score: -7530186.500000 Penalty: 5449.973145
	Iteration 55Q: 3 clusters Score -7530186 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 56962 members 
Entering Unmasked Estep 
Score: -7530184.500000 Penalty: 5449.973145
	Iteration 56Q: 3 clusters Score -7530184 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 56976 members 
Entering Unmasked Estep 
Score: -7530189.000000 Penalty: 5449.973145
	Iteration 57Q: 3 clusters Score -7530189 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 56991 members 
Entering Unmasked Estep 
Score: -7530204.000000 Penalty: 5449.973145
	Iteration 58Q: 3 clusters Score -7530204 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 57000 members 
Entering Unmasked Estep 
Score: -7530203.000000 Penalty: 5449.973145
	Iteration 59Q: 3 clusters Score -7530203 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 57006 members 
Entering Unmasked Estep 
Score: -7530214.500000 Penalty: 5449.973145
	Iteration 60F: 3 clusters Score -7530214 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 57018 members 
Entering Unmasked Estep 
Score: -7530209.500000 Penalty: 5449.973145
	Iteration 61Q: 3 clusters Score -7530210 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 57025 members 
Entering Unmasked Estep 
Score: -7530210.000000 Penalty: 5449.973145
	Iteration 62Q: 3 clusters Score -7530210 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 57028 members 
Entering Unmasked Estep 
Score: -7530212.500000 Penalty: 5449.973145
	Iteration 63Q: 3 clusters Score -7530212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 57031 members 
Entering Unmasked Estep 
Score: -7530210.000000 Penalty: 5449.973145
	Iteration 64Q: 3 clusters Score -7530210 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 57033 members 
Entering Unmasked Estep 
Score: -7530206.500000 Penalty: 5449.973145
	Iteration 65Q: 3 clusters Score -7530206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 57036 members 
Entering Unmasked Estep 
Score: -7530208.000000 Penalty: 5449.973145
	Iteration 66Q: 3 clusters Score -7530208 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 57040 members 
Entering Unmasked Estep 
Score: -7530204.500000 Penalty: 5449.973145
	Iteration 67Q: 3 clusters Score -7530204 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 57047 members 
Entering Unmasked Estep 
Score: -7530210.500000 Penalty: 5449.973145
	Iteration 68Q: 3 clusters Score -7530210 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 57056 members 
Entering Unmasked Estep 
Score: -7530218.500000 Penalty: 5449.973145
	Iteration 69Q: 3 clusters Score -7530218 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 57059 members 
Entering Unmasked Estep 
Score: -7530217.500000 Penalty: 5449.973145
	Iteration 70Q: 3 clusters Score -7530218 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 57065 members 
Entering Unmasked Estep 
Score: -7530216.000000 Penalty: 5449.973145
	Iteration 71Q: 3 clusters Score -7530216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 57067 members 
Entering Unmasked Estep 
Score: -7530216.500000 Penalty: 5449.973145
	Iteration 72Q: 3 clusters Score -7530216 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 57070 members 
Entering Unmasked Estep 
Score: -7530219.000000 Penalty: 5449.973145
	Iteration 73Q: 3 clusters Score -7530219 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 57073 members 
Entering Unmasked Estep 
Score: -7530219.000000 Penalty: 5449.973145
	Iteration 74Q: 3 clusters Score -7530219 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 57077 members 
Entering Unmasked Estep 
Score: -7530223.000000 Penalty: 5449.973145
	Iteration 75Q: 3 clusters Score -7530223 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 57082 members 
Entering Unmasked Estep 
Score: -7530227.000000 Penalty: 5449.973145
	Iteration 76Q: 3 clusters Score -7530227 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 57085 members 
Entering Unmasked Estep 
Score: -7530232.500000 Penalty: 5449.973145
	Iteration 77Q: 3 clusters Score -7530232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 57087 members 
Entering Unmasked Estep 
Score: -7530234.000000 Penalty: 5449.973145
	Iteration 78Q: 3 clusters Score -7530234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 57086 members 
Entering Unmasked Estep 
Score: -7530232.000000 Penalty: 5449.973145
	Iteration 79Q: 3 clusters Score -7530232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 57087 members 
Entering Unmasked Estep 
Score: -7530235.500000 Penalty: 5449.973145
	Iteration 80F: 3 clusters Score -7530236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 57089 members 
Entering Unmasked Estep 
Score: -7530231.000000 Penalty: 5449.973145
	Iteration 81Q: 3 clusters Score -7530231 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 57090 members 
Entering Unmasked Estep 
Score: -7530229.000000 Penalty: 5449.973145
	Iteration 82Q: 3 clusters Score -7530229 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 57091 members 
Entering Unmasked Estep 
Score: -7530231.000000 Penalty: 5449.973145
	Iteration 83Q: 3 clusters Score -7530231 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 57091 members 
Entering Unmasked Estep 
Score: -7530231.000000 Penalty: 5449.973145
	Iteration 84F: 3 clusters Score -7530231 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (28742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28742 members 
Entering Unmasked Estep 
Score: -3649591.500000 Penalty: 2545.996582
	Iteration 0F: 2 clusters Score -3649592 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14294 members 
Mstep: Class 2 contains 14448 members 
Entering Unmasked Estep 
Score: -3629767.750000 Penalty: 5091.993164
	Iteration 0F: 3 clusters Score -3629768 nChanged 12878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13760 members 
Mstep: Class 2 contains 14982 members 
Entering Unmasked Estep 
Score: -3636980.000000 Penalty: 5091.993164
	Iteration 1F: 3 clusters Score -3636980 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13421 members 
Mstep: Class 2 contains 15321 members 
Entering Unmasked Estep 
Score: -3637656.500000 Penalty: 5091.993164
	Iteration 2F: 3 clusters Score -3637656 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12900 members 
Mstep: Class 2 contains 15842 members 
Entering Unmasked Estep 
Score: -3638448.250000 Penalty: 5091.993164
	Iteration 3F: 3 clusters Score -3638448 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12273 members 
Mstep: Class 2 contains 16469 members 
Entering Unmasked Estep 
Score: -3639228.750000 Penalty: 5091.993164
	Iteration 4F: 3 clusters Score -3639229 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11464 members 
Mstep: Class 2 contains 17278 members 
Entering Unmasked Estep 
Score: -3640116.750000 Penalty: 5091.993164
	Iteration 5F: 3 clusters Score -3640117 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 18262 members 
Entering Unmasked Estep 
Score: -3641148.250000 Penalty: 5091.993164
	Iteration 6F: 3 clusters Score -3641148 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 19398 members 
Entering Unmasked Estep 
Score: -3642333.500000 Penalty: 5091.993164
	Iteration 7F: 3 clusters Score -3642334 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 20558 members 
Entering Unmasked Estep 
Score: -3643648.250000 Penalty: 5091.993164
	Iteration 8F: 3 clusters Score -3643648 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 21516 members 
Entering Unmasked Estep 
Score: -3644773.500000 Penalty: 5091.993164
	Iteration 9Q: 3 clusters Score -3644774 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 22260 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -3645629 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 22784 members 
Entering Unmasked Estep 
Score: -3646142.500000 Penalty: 5091.993164
	Iteration 11Q: 3 clusters Score -3646142 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 23190 members 
Entering Unmasked Estep 
Score: -3646512.000000 Penalty: 5091.993164
	Iteration 12Q: 3 clusters Score -3646512 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 23527 members 
Entering Unmasked Estep 
Score: -3646767.000000 Penalty: 5091.993164
	Iteration 13Q: 3 clusters Score -3646767 nChanged 377
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 23796 members 
Entering Unmasked Estep 
Score: -3646971.500000 Penalty: 5091.993164
	Iteration 14Q: 3 clusters Score -3646972 nChanged 312
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 24012 members 
Entering Unmasked Estep 
Score: -3647106.000000 Penalty: 5091.993164
	Iteration 15Q: 3 clusters Score -3647106 nChanged 249
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 24195 members 
Entering Unmasked Estep 
Score: -3647212.750000 Penalty: 5091.993164
	Iteration 16Q: 3 clusters Score -3647213 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 24350 members 
Entering Unmasked Estep 
Score: -3647300.000000 Penalty: 5091.993164
	Iteration 17Q: 3 clusters Score -3647300 nChanged 176
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 24492 members 
Entering Unmasked Estep 
Score: -3647354.500000 Penalty: 5091.993164
	Iteration 18Q: 3 clusters Score -3647354 nChanged 130
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 24596 members 
Entering Unmasked Estep 
Score: -3647377.250000 Penalty: 5091.993164
	Iteration 19Q: 3 clusters Score -3647377 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 24716 members 
Entering Unmasked Estep 
Score: -3647406.000000 Penalty: 5091.993164
	Iteration 20F: 3 clusters Score -3647406 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 24807 members 
Entering Unmasked Estep 
Score: -3647435.000000 Penalty: 5091.993164
	Iteration 21Q: 3 clusters Score -3647435 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 24895 members 
Entering Unmasked Estep 
Score: -3647456.500000 Penalty: 5091.993164
	Iteration 22Q: 3 clusters Score -3647456 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 24987 members 
Entering Unmasked Estep 
Score: -3647478.500000 Penalty: 5091.993164
	Iteration 23Q: 3 clusters Score -3647478 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 25067 members 
Entering Unmasked Estep 
Score: -3647496.500000 Penalty: 5091.993164
	Iteration 24Q: 3 clusters Score -3647496 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 25151 members 
Entering Unmasked Estep 
Score: -3647521.000000 Penalty: 5091.993164
	Iteration 25Q: 3 clusters Score -3647521 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 25224 members 
Entering Unmasked Estep 
Score: -3647539.750000 Penalty: 5091.993164
	Iteration 26Q: 3 clusters Score -3647540 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 25298 members 
Entering Unmasked Estep 
Score: -3647549.750000 Penalty: 5091.993164
	Iteration 27Q: 3 clusters Score -3647550 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 25364 members 
Entering Unmasked Estep 
Score: -3647575.500000 Penalty: 5091.993164
	Iteration 28Q: 3 clusters Score -3647576 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 25411 members 
Entering Unmasked Estep 
Score: -3647574.750000 Penalty: 5091.993164
	Iteration 29Q: 3 clusters Score -3647575 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 25459 members 
Entering Unmasked Estep 
Score: -3647594.500000 Penalty: 5091.993164
	Iteration 30Q: 3 clusters Score -3647594 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 25501 members 
Entering Unmasked Estep 
Score: -3647602.750000 Penalty: 5091.993164
	Iteration 31Q: 3 clusters Score -3647603 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 25548 members 
Entering Unmasked Estep 
Score: -3647617.750000 Penalty: 5091.993164
	Iteration 32Q: 3 clusters Score -3647618 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 25590 members 
Entering Unmasked Estep 
Score: -3647624.500000 Penalty: 5091.993164
	Iteration 33Q: 3 clusters Score -3647624 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 25626 members 
Entering Unmasked Estep 
Score: -3647636.000000 Penalty: 5091.993164
	Iteration 34Q: 3 clusters Score -3647636 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 25659 members 
Entering Unmasked Estep 
Score: -3647641.000000 Penalty: 5091.993164
	Iteration 35Q: 3 clusters Score -3647641 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 25687 members 
Entering Unmasked Estep 
Score: -3647650.000000 Penalty: 5091.993164
	Iteration 36Q: 3 clusters Score -3647650 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 25718 members 
Entering Unmasked Estep 
Score: -3647645.250000 Penalty: 5091.993164
	Iteration 37Q: 3 clusters Score -3647645 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 25745 members 
Entering Unmasked Estep 
Score: -3647653.750000 Penalty: 5091.993164
	Iteration 38Q: 3 clusters Score -3647654 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 25768 members 
Entering Unmasked Estep 
Score: -3647654.750000 Penalty: 5091.993164
	Iteration 39Q: 3 clusters Score -3647655 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 25787 members 
Entering Unmasked Estep 
Score: -3647658.750000 Penalty: 5091.993164
	Iteration 40F: 3 clusters Score -3647659 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 25806 members 
Entering Unmasked Estep 
Score: -3647669.750000 Penalty: 5091.993164
	Iteration 41Q: 3 clusters Score -3647670 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 25830 members 
Entering Unmasked Estep 
Score: -3647669.750000 Penalty: 5091.993164
	Iteration 42Q: 3 clusters Score -3647670 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 25845 members 
Entering Unmasked Estep 
Score: -3647672.500000 Penalty: 5091.993164
	Iteration 43Q: 3 clusters Score -3647672 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 25868 members 
Entering Unmasked Estep 
Score: -3647673.250000 Penalty: 5091.993164
	Iteration 44Q: 3 clusters Score -3647673 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 25888 members 
Entering Unmasked Estep 
Score: -3647682.500000 Penalty: 5091.993164
	Iteration 45Q: 3 clusters Score -3647682 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 25904 members 
Entering Unmasked Estep 
Score: -3647684.750000 Penalty: 5091.993164
	Iteration 46Q: 3 clusters Score -3647685 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 25921 members 
Entering Unmasked Estep 
Score: -3647695.500000 Penalty: 5091.993164
	Iteration 47Q: 3 clusters Score -3647696 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 25926 members 
Entering Unmasked Estep 
Score: -3647696.750000 Penalty: 5091.993164
	Iteration 48Q: 3 clusters Score -3647697 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 25930 members 
Entering Unmasked Estep 
Score: -3647702.250000 Penalty: 5091.993164
	Iteration 49Q: 3 clusters Score -3647702 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 25936 members 
Entering Unmasked Estep 
Score: -3647700.500000 Penalty: 5091.993164
	Iteration 50Q: 3 clusters Score -3647700 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 25944 members 
Entering Unmasked Estep 
Score: -3647695.000000 Penalty: 5091.993164
	Iteration 51Q: 3 clusters Score -3647695 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 25948 members 
Entering Unmasked Estep 
Score: -3647698.500000 Penalty: 5091.993164
	Iteration 52Q: 3 clusters Score -3647698 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 25954 members 
Entering Unmasked Estep 
Score: -3647702.000000 Penalty: 5091.993164
	Iteration 53Q: 3 clusters Score -3647702 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 25958 members 
Entering Unmasked Estep 
Score: -3647698.500000 Penalty: 5091.993164
	Iteration 54Q: 3 clusters Score -3647698 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 25960 members 
Entering Unmasked Estep 
Score: -3647701.250000 Penalty: 5091.993164
	Iteration 55Q: 3 clusters Score -3647701 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 25963 members 
Entering Unmasked Estep 
Score: -3647704.500000 Penalty: 5091.993164
	Iteration 56Q: 3 clusters Score -3647704 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 25968 members 
Entering Unmasked Estep 
Score: -3647706.250000 Penalty: 5091.993164
	Iteration 57Q: 3 clusters Score -3647706 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 25975 members 
Entering Unmasked Estep 
Score: -3647704.500000 Penalty: 5091.993164
	Iteration 58Q: 3 clusters Score -3647704 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 25981 members 
Entering Unmasked Estep 
Score: -3647708.000000 Penalty: 5091.993164
	Iteration 59Q: 3 clusters Score -3647708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 25983 members 
Entering Unmasked Estep 
Score: -3647708.500000 Penalty: 5091.993164
	Iteration 60F: 3 clusters Score -3647708 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 25986 members 
Entering Unmasked Estep 
Score: -3647704.250000 Penalty: 5091.993164
	Iteration 61Q: 3 clusters Score -3647704 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2754 members 
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Entering Unmasked Estep 
Score: -3647709.750000 Penalty: 5091.993164
	Iteration 62Q: 3 clusters Score -3647710 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 25990 members 
Entering Unmasked Estep 
Score: -3647709.750000 Penalty: 5091.993164
	Iteration 63Q: 3 clusters Score -3647710 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 25994 members 
Entering Unmasked Estep 
Score: -3647704.500000 Penalty: 5091.993164
	Iteration 64Q: 3 clusters Score -3647704 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 25996 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -3647709 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 25998 members 
Entering Unmasked Estep 
Score: -3647709.250000 Penalty: 5091.993164
	Iteration 66Q: 3 clusters Score -3647709 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 26000 members 
Entering Unmasked Estep 
Score: -3647710.500000 Penalty: 5091.993164
	Iteration 67Q: 3 clusters Score -3647710 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 26005 members 
Entering Unmasked Estep 
Score: -3647714.500000 Penalty: 5091.993164
	Iteration 68Q: 3 clusters Score -3647714 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 26009 members 
Entering Unmasked Estep 
Score: -3647719.250000 Penalty: 5091.993164
	Iteration 69Q: 3 clusters Score -3647719 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 26016 members 
Entering Unmasked Estep 
Score: -3647720.250000 Penalty: 5091.993164
	Iteration 70Q: 3 clusters Score -3647720 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2721 members 
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Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -3647720 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 26026 members 
Entering Unmasked Estep 
Score: -3647719.750000 Penalty: 5091.993164
	Iteration 72Q: 3 clusters Score -3647720 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 26032 members 
Entering Unmasked Estep 
Score: -3647717.250000 Penalty: 5091.993164
	Iteration 73Q: 3 clusters Score -3647717 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 26044 members 
Entering Unmasked Estep 
Score: -3647721.500000 Penalty: 5091.993164
	Iteration 74Q: 3 clusters Score -3647722 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 26052 members 
Entering Unmasked Estep 
Score: -3647722.500000 Penalty: 5091.993164
	Iteration 75Q: 3 clusters Score -3647722 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 26059 members 
Entering Unmasked Estep 
Score: -3647724.250000 Penalty: 5091.993164
	Iteration 76Q: 3 clusters Score -3647724 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 26064 members 
Entering Unmasked Estep 
Score: -3647725.500000 Penalty: 5091.993164
	Iteration 77Q: 3 clusters Score -3647726 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 26070 members 
Entering Unmasked Estep 
Score: -3647724.250000 Penalty: 5091.993164
	Iteration 78Q: 3 clusters Score -3647724 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 26079 members 
Entering Unmasked Estep 
Score: -3647723.500000 Penalty: 5091.993164
	Iteration 79Q: 3 clusters Score -3647724 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 26086 members 
Entering Unmasked Estep 
Score: -3647727.750000 Penalty: 5091.993164
	Iteration 80F: 3 clusters Score -3647728 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 26094 members 
Entering Unmasked Estep 
Score: -3647729.750000 Penalty: 5091.993164
	Iteration 81Q: 3 clusters Score -3647730 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 26102 members 
Entering Unmasked Estep 
Score: -3647729.500000 Penalty: 5091.993164
	Iteration 82Q: 3 clusters Score -3647730 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 26109 members 
Entering Unmasked Estep 
Score: -3647731.250000 Penalty: 5091.993164
	Iteration 83Q: 3 clusters Score -3647731 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 26115 members 
Entering Unmasked Estep 
Score: -3647737.750000 Penalty: 5091.993164
	Iteration 84Q: 3 clusters Score -3647738 nChanged 3
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Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 26118 members 
Entering Unmasked Estep 
Score: -3647730.750000 Penalty: 5091.993164
	Iteration 85Q: 3 clusters Score -3647731 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 26122 members 
Entering Unmasked Estep 
Score: -3647736.750000 Penalty: 5091.993164
	Iteration 86Q: 3 clusters Score -3647737 nChanged 4
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 26126 members 
Entering Unmasked Estep 
Score: -3647736.250000 Penalty: 5091.993164
	Iteration 87Q: 3 clusters Score -3647736 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 26133 members 
Entering Unmasked Estep 
Score: -3647733.750000 Penalty: 5091.993164
	Iteration 88Q: 3 clusters Score -3647734 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 26143 members 
Entering Unmasked Estep 
Score: -3647732.750000 Penalty: 5091.993164
	Iteration 89Q: 3 clusters Score -3647733 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 26152 members 
Entering Unmasked Estep 
Score: -3647735.000000 Penalty: 5091.993164
	Iteration 90Q: 3 clusters Score -3647735 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 26160 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -3647736 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 26172 members 
Entering Unmasked Estep 
Score: -3647744.250000 Penalty: 5091.993164
	Iteration 92Q: 3 clusters Score -3647744 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 26184 members 
Entering Unmasked Estep 
Score: -3647754.000000 Penalty: 5091.993164
	Iteration 93Q: 3 clusters Score -3647754 nChanged 14
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Entering Unmasked Estep 
Score: -3647760.500000 Penalty: 5091.993164
	Iteration 94Q: 3 clusters Score -3647760 nChanged 10
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Entering Unmasked Estep 
Score: -3647762.500000 Penalty: 5091.993164
	Iteration 95Q: 3 clusters Score -3647762 nChanged 10
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	Iteration 96Q: 3 clusters Score -3647760 nChanged 8
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Entering Unmasked Estep 
Score: -3647759.250000 Penalty: 5091.993164
	Iteration 97Q: 3 clusters Score -3647759 nChanged 5
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Mstep: Class 2 contains 26223 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -3647762 nChanged 7
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Entering Unmasked Estep 
Score: -3647764.500000 Penalty: 5091.993164
	Iteration 99Q: 3 clusters Score -3647764 nChanged 7
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Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 26237 members 
Entering Unmasked Estep 
Score: -3647766.750000 Penalty: 5091.993164
	Iteration 100F: 3 clusters Score -3647767 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 26239 members 
Entering Unmasked Estep 
Score: -3647769.000000 Penalty: 5091.993164
	Iteration 101Q: 3 clusters Score -3647769 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 26243 members 
Entering Unmasked Estep 
Score: -3647768.750000 Penalty: 5091.993164
	Iteration 102Q: 3 clusters Score -3647769 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 26246 members 
Entering Unmasked Estep 
Score: -3647768.500000 Penalty: 5091.993164
	Iteration 103Q: 3 clusters Score -3647768 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 26251 members 
Entering Unmasked Estep 
Score: -3647761.000000 Penalty: 5091.993164
	Iteration 104Q: 3 clusters Score -3647761 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 26252 members 
Entering Unmasked Estep 
Score: -3647763.000000 Penalty: 5091.993164
	Iteration 105Q: 3 clusters Score -3647763 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 26257 members 
Entering Unmasked Estep 
Score: -3647761.000000 Penalty: 5091.993164
	Iteration 106Q: 3 clusters Score -3647761 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 26263 members 
Entering Unmasked Estep 
Score: -3647766.500000 Penalty: 5091.993164
	Iteration 107Q: 3 clusters Score -3647766 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 26267 members 
Entering Unmasked Estep 
Score: -3647768.500000 Penalty: 5091.993164
	Iteration 108Q: 3 clusters Score -3647768 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 26271 members 
Entering Unmasked Estep 
Score: -3647765.750000 Penalty: 5091.993164
	Iteration 109Q: 3 clusters Score -3647766 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 26274 members 
Entering Unmasked Estep 
Score: -3647767.500000 Penalty: 5091.993164
	Iteration 110Q: 3 clusters Score -3647768 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 26281 members 
Entering Unmasked Estep 
Score: -3647767.250000 Penalty: 5091.993164
	Iteration 111Q: 3 clusters Score -3647767 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 26285 members 
Entering Unmasked Estep 
Score: -3647763.250000 Penalty: 5091.993164
	Iteration 112Q: 3 clusters Score -3647763 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 26289 members 
Entering Unmasked Estep 
Score: -3647771.000000 Penalty: 5091.993164
	Iteration 113Q: 3 clusters Score -3647771 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 26295 members 
Entering Unmasked Estep 
Score: -3647776.750000 Penalty: 5091.993164
	Iteration 114Q: 3 clusters Score -3647777 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 26298 members 
Entering Unmasked Estep 
Score: -3647774.250000 Penalty: 5091.993164
	Iteration 115Q: 3 clusters Score -3647774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 26299 members 
Entering Unmasked Estep 
Score: -3647777.750000 Penalty: 5091.993164
	Iteration 116Q: 3 clusters Score -3647778 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 26300 members 
Entering Unmasked Estep 
Score: -3647777.750000 Penalty: 5091.993164
	Iteration 117Q: 3 clusters Score -3647778 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 26301 members 
Entering Unmasked Estep 
Score: -3647779.000000 Penalty: 5091.993164
	Iteration 118Q: 3 clusters Score -3647779 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 26300 members 
Entering Unmasked Estep 
Score: -3647777.750000 Penalty: 5091.993164
	Iteration 119Q: 3 clusters Score -3647778 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 26299 members 
Entering Unmasked Estep 
Score: -3647775.000000 Penalty: 5091.993164
	Iteration 120F: 3 clusters Score -3647775 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 26300 members 
Entering Unmasked Estep 
Score: -3647775.750000 Penalty: 5091.993164
	Iteration 121Q: 3 clusters Score -3647776 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 26303 members 
Entering Unmasked Estep 
Score: -3647775.750000 Penalty: 5091.993164
	Iteration 122Q: 3 clusters Score -3647776 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 26305 members 
Entering Unmasked Estep 
Score: -3647775.500000 Penalty: 5091.993164
	Iteration 123Q: 3 clusters Score -3647776 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 26309 members 
Entering Unmasked Estep 
Score: -3647775.500000 Penalty: 5091.993164
	Iteration 124Q: 3 clusters Score -3647776 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 26312 members 
Entering Unmasked Estep 
Score: -3647782.000000 Penalty: 5091.993164
	Iteration 125Q: 3 clusters Score -3647782 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 26314 members 
Entering Unmasked Estep 
Score: -3647777.250000 Penalty: 5091.993164
	Iteration 126Q: 3 clusters Score -3647777 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 26319 members 
Entering Unmasked Estep 
Score: -3647777.250000 Penalty: 5091.993164
	Iteration 127Q: 3 clusters Score -3647777 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 26322 members 
Entering Unmasked Estep 
Score: -3647777.250000 Penalty: 5091.993164
	Iteration 128Q: 3 clusters Score -3647777 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 26322 members 
Entering Unmasked Estep 
Score: -3647778.000000 Penalty: 5091.993164
	Iteration 129Q: 3 clusters Score -3647778 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 26325 members 
Entering Unmasked Estep 
Score: -3647773.000000 Penalty: 5091.993164
	Iteration 130Q: 3 clusters Score -3647773 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 26326 members 
Entering Unmasked Estep 
Score: -3647776.500000 Penalty: 5091.993164
	Iteration 131Q: 3 clusters Score -3647776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 26328 members 
Entering Unmasked Estep 
Score: -3647777.500000 Penalty: 5091.993164
	Iteration 132Q: 3 clusters Score -3647778 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 26328 members 
Entering Unmasked Estep 
Score: -3647777.500000 Penalty: 5091.993164
	Iteration 133F: 3 clusters Score -3647778 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (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: -162580.531250 Penalty: 1747.784302
	Iteration 0F: 2 clusters Score -162580.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -160721.109375 Penalty: 3495.568604
	Iteration 0F: 3 clusters Score -160721.1 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -161714.734375 Penalty: 3495.568604
	Iteration 1F: 3 clusters Score -161714.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -162519.875000 Penalty: 3495.568604
	Iteration 2F: 3 clusters Score -162519.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -163259.578125 Penalty: 3495.568604
	Iteration 3F: 3 clusters Score -163259.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -163493.468750 Penalty: 3495.568604
	Iteration 4Q: 3 clusters Score -163493.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -163547.140625 Penalty: 3495.568604
	Iteration 5Q: 3 clusters Score -163547.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -163576.750000 Penalty: 3495.568604
	Iteration 6Q: 3 clusters Score -163576.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -163594.500000 Penalty: 3495.568604
	Iteration 7Q: 3 clusters Score -163594.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -163606.531250 Penalty: 3495.568604
	Iteration 8Q: 3 clusters Score -163606.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -163607.609375 Penalty: 3495.568604
	Iteration 9Q: 3 clusters Score -163607.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -163608.968750 Penalty: 3495.568604
	Iteration 10Q: 3 clusters Score -163609 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -163613.234375 Penalty: 3495.568604
	Iteration 11F: 3 clusters Score -163613.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -163621.062500 Penalty: 3495.568604
	Iteration 12Q: 3 clusters Score -163621.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -163626.953125 Penalty: 3495.568604
	Iteration 13Q: 3 clusters Score -163627 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -163630.671875 Penalty: 3495.568604
	Iteration 14Q: 3 clusters Score -163630.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -163634.671875 Penalty: 3495.568604
	Iteration 15Q: 3 clusters Score -163634.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -163635.109375 Penalty: 3495.568604
	Iteration 16Q: 3 clusters Score -163635.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -163637.671875 Penalty: 3495.568604
	Iteration 17Q: 3 clusters Score -163637.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -163639.750000 Penalty: 3495.568604
	Iteration 18Q: 3 clusters Score -163639.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -163643.875000 Penalty: 3495.568604
	Iteration 19Q: 3 clusters Score -163643.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -163646.843750 Penalty: 3495.568604
	Iteration 20F: 3 clusters Score -163646.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 23072 members 
Mstep: Class 2 contains 7984 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 223912 members 
Mstep: Class 5 contains 4145 members 
Mstep: Class 6 contains 2321 members 
Mstep: Class 7 contains 9548 members 
Mstep: Class 8 contains 13865 members 
Mstep: Class 9 contains 7578 members 
Mstep: Class 10 contains 27338 members 
Mstep: Class 11 contains 11557 members 
Mstep: Class 12 contains 779 members 
Mstep: Class 13 contains 3274 members 
Mstep: Class 14 contains 36092 members 
Mstep: Class 15 contains 181891 members 
Mstep: Class 16 contains 23145 members 
Mstep: Class 17 contains 540 members 
Mstep: Class 18 contains 10577 members 
Mstep: Class 19 contains 164592 members 
Mstep: Class 20 contains 56074 members 
Mstep: Class 21 contains 2342 members 
Mstep: Class 22 contains 693 members 
Mstep: Class 23 contains 4376 members 
Mstep: Class 24 contains 3071 members 
Mstep: Class 25 contains 40354 members 
Mstep: Class 26 contains 59151 members 
Mstep: Class 27 contains 28742 members 
Mstep: Class 28 contains 470 members 
Mstep: Class 29 contains 45491 members 
Mstep: Class 30 contains 11167 members 
Mstep: Class 31 contains 6406 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8471 members 
Mstep: Class 34 contains 454 members 
Mstep: Class 35 contains 3385 members 
Mstep: Class 36 contains 8247 members 
Mstep: Class 37 contains 4442 members 
Mstep: Class 38 contains 417 members 
Mstep: Class 39 contains 1821 members 
Mstep: Class 40 contains 19197 members 
Mstep: Class 41 contains 422 members 
Mstep: Class 42 contains 3017 members 
Mstep: Class 43 contains 4335 members 
Mstep: Class 44 contains 5375 members 
Mstep: Class 45 contains 21078 members 
Mstep: Class 46 contains 13169 members 
Mstep: Class 47 contains 375 members 
Mstep: Class 48 contains 8288 members 
Mstep: Class 49 contains 26921 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 1022 members 
Mstep: Class 52 contains 524 members 
Mstep: Class 53 contains 3059 members 
Mstep: Class 54 contains 1654 members 
Mstep: Class 55 contains 4546 members 
Mstep: Class 56 contains 17151 members 
Mstep: Class 57 contains 610 members 
Mstep: Class 58 contains 402 members 
Mstep: Class 59 contains 587 members 
Mstep: Class 60 contains 4691 members 
Mstep: Class 61 contains 1716 members 
Mstep: Class 62 contains 1809 members 
Mstep: Class 63 contains 575 members 
Mstep: Class 64 contains 6847 members 
Mstep: Class 65 contains 534 members 
Mstep: Class 66 contains 680 members 
Entering Unmasked Estep 
Score: -147533824.000000 Penalty: 228955.437500
Splitting cluster 28 changes total score from -147533744.000000 to -147533824.000000
So it's getting split into cluster 66.
Entering ConstructFrom: 
Trying to split cluster 29 (45491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45491 members 
Entering Unmasked Estep 
Score: -5750590.000000 Penalty: 2659.866699
	Iteration 0F: 2 clusters Score -5750590 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22893 members 
Mstep: Class 2 contains 22598 members 
Entering Unmasked Estep 
Score: -5719916.000000 Penalty: 5319.733398
	Iteration 0F: 3 clusters Score -5719916 nChanged 20995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23848 members 
Mstep: Class 2 contains 21643 members 
Entering Unmasked Estep 
Score: -5731611.000000 Penalty: 5319.733398
	Iteration 1F: 3 clusters Score -5731611 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24490 members 
Mstep: Class 2 contains 21001 members 
Entering Unmasked Estep 
Score: -5732519.000000 Penalty: 5319.733398
	Iteration 2Q: 3 clusters Score -5732519 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25471 members 
Mstep: Class 2 contains 20020 members 
Entering Unmasked Estep 
Score: -5733666.500000 Penalty: 5319.733398
	Iteration 3F: 3 clusters Score -5733666 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26894 members 
Mstep: Class 2 contains 18597 members 
Entering Unmasked Estep 
Score: -5735063.500000 Penalty: 5319.733398
	Iteration 4F: 3 clusters Score -5735064 nChanged 2863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28899 members 
Mstep: Class 2 contains 16592 members 
Entering Unmasked Estep 
Score: -5736946.000000 Penalty: 5319.733398
	Iteration 5F: 3 clusters Score -5736946 nChanged 3052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31429 members 
Mstep: Class 2 contains 14062 members 
Entering Unmasked Estep 
Score: -5739101.500000 Penalty: 5319.733398
	Iteration 6F: 3 clusters Score -5739102 nChanged 3071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34204 members 
Mstep: Class 2 contains 11287 members 
Entering Unmasked Estep 
Score: -5741506.000000 Penalty: 5319.733398
	Iteration 7F: 3 clusters Score -5741506 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36881 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -5743925.000000 Penalty: 5319.733398
	Iteration 8F: 3 clusters Score -5743925 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39096 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -5746026.500000 Penalty: 5319.733398
	Iteration 9F: 3 clusters Score -5746026 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40658 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -5747500.500000 Penalty: 5319.733398
	Iteration 10Q: 3 clusters Score -5747500 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41608 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -5748420.500000 Penalty: 5319.733398
	Iteration 11Q: 3 clusters Score -5748420 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42188 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -5748953.500000 Penalty: 5319.733398
	Iteration 12Q: 3 clusters Score -5748954 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42546 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -5749209.000000 Penalty: 5319.733398
	Iteration 13Q: 3 clusters Score -5749209 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42782 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -5749362.000000 Penalty: 5319.733398
	Iteration 14Q: 3 clusters Score -5749362 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42958 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -5749461.500000 Penalty: 5319.733398
	Iteration 15Q: 3 clusters Score -5749462 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43081 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -5749523.000000 Penalty: 5319.733398
	Iteration 16Q: 3 clusters Score -5749523 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43185 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -5749575.500000 Penalty: 5319.733398
	Iteration 17Q: 3 clusters Score -5749576 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43250 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -5749602.000000 Penalty: 5319.733398
	Iteration 18Q: 3 clusters Score -5749602 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43301 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -5749619.000000 Penalty: 5319.733398
	Iteration 19Q: 3 clusters Score -5749619 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43354 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -5749641.000000 Penalty: 5319.733398
	Iteration 20F: 3 clusters Score -5749641 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43394 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -5749658.500000 Penalty: 5319.733398
	Iteration 21Q: 3 clusters Score -5749658 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43433 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -5749669.000000 Penalty: 5319.733398
	Iteration 22Q: 3 clusters Score -5749669 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43461 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -5749667.500000 Penalty: 5319.733398
	Iteration 23Q: 3 clusters Score -5749668 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43482 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -5749683.500000 Penalty: 5319.733398
	Iteration 24Q: 3 clusters Score -5749684 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43502 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -5749681.000000 Penalty: 5319.733398
	Iteration 25Q: 3 clusters Score -5749681 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43525 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -5749689.000000 Penalty: 5319.733398
	Iteration 26Q: 3 clusters Score -5749689 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43539 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -5749689.500000 Penalty: 5319.733398
	Iteration 27Q: 3 clusters Score -5749690 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43550 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -5749704.500000 Penalty: 5319.733398
	Iteration 28Q: 3 clusters Score -5749704 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43559 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -5749711.500000 Penalty: 5319.733398
	Iteration 29Q: 3 clusters Score -5749712 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43568 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -5749712.000000 Penalty: 5319.733398
	Iteration 30Q: 3 clusters Score -5749712 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43576 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -5749714.000000 Penalty: 5319.733398
	Iteration 31Q: 3 clusters Score -5749714 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43582 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -5749708.500000 Penalty: 5319.733398
	Iteration 32Q: 3 clusters Score -5749708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43584 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -5749708.500000 Penalty: 5319.733398
	Iteration 33Q: 3 clusters Score -5749708 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43585 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -5749708.500000 Penalty: 5319.733398
	Iteration 34Q: 3 clusters Score -5749708 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43586 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -5749706.500000 Penalty: 5319.733398
	Iteration 35Q: 3 clusters Score -5749706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43587 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -5749707.500000 Penalty: 5319.733398
	Iteration 36Q: 3 clusters Score -5749708 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43588 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -5749709.000000 Penalty: 5319.733398
	Iteration 37Q: 3 clusters Score -5749709 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43588 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -5749709.000000 Penalty: 5319.733398
	Iteration 38F: 3 clusters Score -5749709 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (11167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11167 members 
Entering Unmasked Estep 
Score: -1397511.125000 Penalty: 2311.538330
	Iteration 0F: 2 clusters Score -1397511 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -1389015.875000 Penalty: 4623.076660
	Iteration 0F: 3 clusters Score -1389016 nChanged 4707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -1391523.375000 Penalty: 4623.076660
	Iteration 1F: 3 clusters Score -1391523 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -1391858.125000 Penalty: 4623.076660
	Iteration 2F: 3 clusters Score -1391858 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -1392133.125000 Penalty: 4623.076660
	Iteration 3F: 3 clusters Score -1392133 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -1392351.250000 Penalty: 4623.076660
	Iteration 4Q: 3 clusters Score -1392351 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -1392563.250000 Penalty: 4623.076660
	Iteration 5Q: 3 clusters Score -1392563 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -1392821.750000 Penalty: 4623.076660
	Iteration 6Q: 3 clusters Score -1392822 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -1393062.125000 Penalty: 4623.076660
	Iteration 7Q: 3 clusters Score -1393062 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -1393313.125000 Penalty: 4623.076660
	Iteration 8Q: 3 clusters Score -1393313 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -1393564.000000 Penalty: 4623.076660
	Iteration 9Q: 3 clusters Score -1393564 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -1393799.750000 Penalty: 4623.076660
	Iteration 10Q: 3 clusters Score -1393800 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -1394000.500000 Penalty: 4623.076660
	Iteration 11Q: 3 clusters Score -1394000 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -1394221.250000 Penalty: 4623.076660
	Iteration 12Q: 3 clusters Score -1394221 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -1394442.875000 Penalty: 4623.076660
	Iteration 13Q: 3 clusters Score -1394443 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -1394651.875000 Penalty: 4623.076660
	Iteration 14Q: 3 clusters Score -1394652 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -1394826.125000 Penalty: 4623.076660
	Iteration 15Q: 3 clusters Score -1394826 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
Score: -1394985.375000 Penalty: 4623.076660
	Iteration 16Q: 3 clusters Score -1394985 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -1395126.250000 Penalty: 4623.076660
	Iteration 17Q: 3 clusters Score -1395126 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -1395249.000000 Penalty: 4623.076660
	Iteration 18Q: 3 clusters Score -1395249 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -1395332.375000 Penalty: 4623.076660
	Iteration 19Q: 3 clusters Score -1395332 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 9149 members 
Entering Unmasked Estep 
Score: -1395400.875000 Penalty: 4623.076660
	Iteration 20F: 3 clusters Score -1395401 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
Score: -1395462.750000 Penalty: 4623.076660
	Iteration 21Q: 3 clusters Score -1395463 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
Score: -1395504.000000 Penalty: 4623.076660
	Iteration 22Q: 3 clusters Score -1395504 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -1395536.750000 Penalty: 4623.076660
	Iteration 23Q: 3 clusters Score -1395537 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -1395557.375000 Penalty: 4623.076660
	Iteration 24Q: 3 clusters Score -1395557 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 9335 members 
Entering Unmasked Estep 
Score: -1395574.000000 Penalty: 4623.076660
	Iteration 25Q: 3 clusters Score -1395574 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -1395584.750000 Penalty: 4623.076660
	Iteration 26Q: 3 clusters Score -1395585 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
Score: -1395593.500000 Penalty: 4623.076660
	Iteration 27Q: 3 clusters Score -1395594 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -1395596.750000 Penalty: 4623.076660
	Iteration 28Q: 3 clusters Score -1395597 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -1395608.250000 Penalty: 4623.076660
	Iteration 29Q: 3 clusters Score -1395608 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -1395611.375000 Penalty: 4623.076660
	Iteration 30Q: 3 clusters Score -1395611 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -1395625.250000 Penalty: 4623.076660
	Iteration 31Q: 3 clusters Score -1395625 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -1395633.125000 Penalty: 4623.076660
	Iteration 32Q: 3 clusters Score -1395633 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -1395642.000000 Penalty: 4623.076660
	Iteration 33Q: 3 clusters Score -1395642 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -1395654.875000 Penalty: 4623.076660
	Iteration 34Q: 3 clusters Score -1395655 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -1395661.500000 Penalty: 4623.076660
	Iteration 35Q: 3 clusters Score -1395662 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 9449 members 
Entering Unmasked Estep 
Score: -1395674.750000 Penalty: 4623.076660
	Iteration 36Q: 3 clusters Score -1395675 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 9459 members 
Entering Unmasked Estep 
Score: -1395685.250000 Penalty: 4623.076660
	Iteration 37Q: 3 clusters Score -1395685 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -1395684.625000 Penalty: 4623.076660
	Iteration 38Q: 3 clusters Score -1395685 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 9473 members 
Entering Unmasked Estep 
Score: -1395684.500000 Penalty: 4623.076660
	Iteration 39Q: 3 clusters Score -1395684 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
Score: -1395690.875000 Penalty: 4623.076660
	Iteration 40F: 3 clusters Score -1395691 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -1395693.000000 Penalty: 4623.076660
	Iteration 41Q: 3 clusters Score -1395693 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -1395695.625000 Penalty: 4623.076660
	Iteration 42Q: 3 clusters Score -1395696 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 9496 members 
Entering Unmasked Estep 
Score: -1395698.375000 Penalty: 4623.076660
	Iteration 43Q: 3 clusters Score -1395698 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 9495 members 
Entering Unmasked Estep 
Score: -1395699.250000 Penalty: 4623.076660
	Iteration 44Q: 3 clusters Score -1395699 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 9496 members 
Entering Unmasked Estep 
Score: -1395702.500000 Penalty: 4623.076660
	Iteration 45Q: 3 clusters Score -1395702 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -1395701.625000 Penalty: 4623.076660
	Iteration 46Q: 3 clusters Score -1395702 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 9501 members 
Entering Unmasked Estep 
Score: -1395699.750000 Penalty: 4623.076660
	Iteration 47Q: 3 clusters Score -1395700 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -1395702.625000 Penalty: 4623.076660
	Iteration 48Q: 3 clusters Score -1395703 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -1395700.125000 Penalty: 4623.076660
	Iteration 49Q: 3 clusters Score -1395700 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -1395702.125000 Penalty: 4623.076660
	Iteration 50Q: 3 clusters Score -1395702 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -1395702.875000 Penalty: 4623.076660
	Iteration 51Q: 3 clusters Score -1395703 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 9510 members 
Entering Unmasked Estep 
Score: -1395706.875000 Penalty: 4623.076660
	Iteration 52Q: 3 clusters Score -1395707 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 9510 members 
Entering Unmasked Estep 
Score: -1395706.875000 Penalty: 4623.076660
	Iteration 53F: 3 clusters Score -1395707 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (6406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Entering Unmasked Estep 
Score: -827927.750000 Penalty: 2173.717529
	Iteration 0F: 2 clusters Score -827927.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -822534.000000 Penalty: 4347.435059
	Iteration 0F: 3 clusters Score -822534 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -823942.937500 Penalty: 4347.435059
	Iteration 1F: 3 clusters Score -823942.9 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -824259.312500 Penalty: 4347.435059
	Iteration 2F: 3 clusters Score -824259.3 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -824507.562500 Penalty: 4347.435059
	Iteration 3F: 3 clusters Score -824507.6 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -824726.812500 Penalty: 4347.435059
	Iteration 4Q: 3 clusters Score -824726.8 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -824931.812500 Penalty: 4347.435059
	Iteration 5Q: 3 clusters Score -824931.8 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -825151.625000 Penalty: 4347.435059
	Iteration 6Q: 3 clusters Score -825151.6 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -825388.125000 Penalty: 4347.435059
	Iteration 7Q: 3 clusters Score -825388.1 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -825662.500000 Penalty: 4347.435059
	Iteration 8Q: 3 clusters Score -825662.5 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -825957.312500 Penalty: 4347.435059
	Iteration 9Q: 3 clusters Score -825957.3 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -826227.937500 Penalty: 4347.435059
	Iteration 10Q: 3 clusters Score -826227.9 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -826451.125000 Penalty: 4347.435059
	Iteration 11Q: 3 clusters Score -826451.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -826601.187500 Penalty: 4347.435059
	Iteration 12Q: 3 clusters Score -826601.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -826709.875000 Penalty: 4347.435059
	Iteration 13Q: 3 clusters Score -826709.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -826779.375000 Penalty: 4347.435059
	Iteration 14Q: 3 clusters Score -826779.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -826817.875000 Penalty: 4347.435059
	Iteration 15Q: 3 clusters Score -826817.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -826841.937500 Penalty: 4347.435059
	Iteration 16Q: 3 clusters Score -826841.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -826857.687500 Penalty: 4347.435059
	Iteration 17Q: 3 clusters Score -826857.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -826873.812500 Penalty: 4347.435059
	Iteration 18Q: 3 clusters Score -826873.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -826879.625000 Penalty: 4347.435059
	Iteration 19Q: 3 clusters Score -826879.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -826884.437500 Penalty: 4347.435059
	Iteration 20F: 3 clusters Score -826884.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -826888.437500 Penalty: 4347.435059
	Iteration 21Q: 3 clusters Score -826888.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -826896.687500 Penalty: 4347.435059
	Iteration 22Q: 3 clusters Score -826896.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -826903.187500 Penalty: 4347.435059
	Iteration 23Q: 3 clusters Score -826903.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -826910.187500 Penalty: 4347.435059
	Iteration 24Q: 3 clusters Score -826910.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -826915.250000 Penalty: 4347.435059
	Iteration 25Q: 3 clusters Score -826915.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -826921.562500 Penalty: 4347.435059
	Iteration 26Q: 3 clusters Score -826921.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -826925.000000 Penalty: 4347.435059
	Iteration 27Q: 3 clusters Score -826925 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -826930.250000 Penalty: 4347.435059
	Iteration 28Q: 3 clusters Score -826930.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -826934.687500 Penalty: 4347.435059
	Iteration 29Q: 3 clusters Score -826934.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -826936.875000 Penalty: 4347.435059
	Iteration 30Q: 3 clusters Score -826936.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -826940.437500 Penalty: 4347.435059
	Iteration 31Q: 3 clusters Score -826940.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -826942.562500 Penalty: 4347.435059
	Iteration 32Q: 3 clusters Score -826942.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -826945.187500 Penalty: 4347.435059
	Iteration 33Q: 3 clusters Score -826945.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -826945.812500 Penalty: 4347.435059
	Iteration 34Q: 3 clusters Score -826945.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -826945.250000 Penalty: 4347.435059
	Iteration 35Q: 3 clusters Score -826945.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -826945.250000 Penalty: 4347.435059
	Iteration 36F: 3 clusters Score -826945.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Entering Unmasked Estep 
Score: -30316.671875 Penalty: 1537.222656
	Iteration 0F: 2 clusters Score -30316.67 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 269 members 
Entering Unmasked Estep 
Score: -29017.001953 Penalty: 3074.445312
	Iteration 0F: 3 clusters Score -29017 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -29701.265625 Penalty: 3074.445312
	Iteration 1F: 3 clusters Score -29701.27 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -29967.527344 Penalty: 3074.445312
	Iteration 2F: 3 clusters Score -29967.53 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -30101.296875 Penalty: 3074.445312
	Iteration 3F: 3 clusters Score -30101.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -30192.798828 Penalty: 3074.445312
	Iteration 4Q: 3 clusters Score -30192.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -30225.781250 Penalty: 3074.445312
	Iteration 5Q: 3 clusters Score -30225.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -30248.158203 Penalty: 3074.445312
	Iteration 6Q: 3 clusters Score -30248.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -30252.158203 Penalty: 3074.445312
	Iteration 7Q: 3 clusters Score -30252.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -30278.892578 Penalty: 3074.445312
	Iteration 8Q: 3 clusters Score -30278.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -30284.927734 Penalty: 3074.445312
	Iteration 9Q: 3 clusters Score -30284.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -30299.843750 Penalty: 3074.445312
	Iteration 10Q: 3 clusters Score -30299.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -30302.105469 Penalty: 3074.445312
	Iteration 11Q: 3 clusters Score -30302.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -30302.105469 Penalty: 3074.445312
	Iteration 12F: 3 clusters Score -30302.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (8471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Entering Unmasked Estep 
Score: -1047915.187500 Penalty: 2243.012207
	Iteration 0F: 2 clusters Score -1047915 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -1041280.687500 Penalty: 4486.024414
	Iteration 0F: 3 clusters Score -1041281 nChanged 3470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -1043107.125000 Penalty: 4486.024414
	Iteration 1F: 3 clusters Score -1043107 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -1043409.312500 Penalty: 4486.024414
	Iteration 2F: 3 clusters Score -1043409 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -1043653.312500 Penalty: 4486.024414
	Iteration 3F: 3 clusters Score -1043653 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -1043880.625000 Penalty: 4486.024414
	Iteration 4Q: 3 clusters Score -1043881 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -1044159.437500 Penalty: 4486.024414
	Iteration 5Q: 3 clusters Score -1044159 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -1044479.750000 Penalty: 4486.024414
	Iteration 6Q: 3 clusters Score -1044480 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -1044955.812500 Penalty: 4486.024414
	Iteration 7F: 3 clusters Score -1044956 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -1045594.062500 Penalty: 4486.024414
	Iteration 8F: 3 clusters Score -1045594 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -1046488.375000 Penalty: 4486.024414
	Iteration 9F: 3 clusters Score -1046488 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -1047317.562500 Penalty: 4486.024414
	Iteration 10F: 3 clusters Score -1047318 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -1047731.437500 Penalty: 4486.024414
	Iteration 11Q: 3 clusters Score -1047731 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -1047899.125000 Penalty: 4486.024414
	Iteration 12Q: 3 clusters Score -1047899 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -1047960.187500 Penalty: 4486.024414
	Iteration 13Q: 3 clusters Score -1047960 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -1047983.875000 Penalty: 4486.024414
	Iteration 14Q: 3 clusters Score -1047984 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -1047996.562500 Penalty: 4486.024414
	Iteration 15Q: 3 clusters Score -1047997 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -1048003.812500 Penalty: 4486.024414
	Iteration 16Q: 3 clusters Score -1048004 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -1048007.312500 Penalty: 4486.024414
	Iteration 17Q: 3 clusters Score -1048007 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -1048010.125000 Penalty: 4486.024414
	Iteration 18Q: 3 clusters Score -1048010 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -1048008.312500 Penalty: 4486.024414
	Iteration 19Q: 3 clusters Score -1048008 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -1048008.687500 Penalty: 4486.024414
	Iteration 20F: 3 clusters Score -1048009 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -1048010.625000 Penalty: 4486.024414
	Iteration 21Q: 3 clusters Score -1048011 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -1048011.062500 Penalty: 4486.024414
	Iteration 22Q: 3 clusters Score -1048011 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -1048013.312500 Penalty: 4486.024414
	Iteration 23Q: 3 clusters Score -1048013 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -1048013.375000 Penalty: 4486.024414
	Iteration 24Q: 3 clusters Score -1048013 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -1048013.375000 Penalty: 4486.024414
	Iteration 25F: 3 clusters Score -1048013 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 23072 members 
Mstep: Class 2 contains 7984 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 223912 members 
Mstep: Class 5 contains 4145 members 
Mstep: Class 6 contains 2321 members 
Mstep: Class 7 contains 9548 members 
Mstep: Class 8 contains 13865 members 
Mstep: Class 9 contains 7578 members 
Mstep: Class 10 contains 27338 members 
Mstep: Class 11 contains 11557 members 
Mstep: Class 12 contains 779 members 
Mstep: Class 13 contains 3274 members 
Mstep: Class 14 contains 36092 members 
Mstep: Class 15 contains 181891 members 
Mstep: Class 16 contains 23145 members 
Mstep: Class 17 contains 540 members 
Mstep: Class 18 contains 10577 members 
Mstep: Class 19 contains 164592 members 
Mstep: Class 20 contains 56074 members 
Mstep: Class 21 contains 2342 members 
Mstep: Class 22 contains 693 members 
Mstep: Class 23 contains 4376 members 
Mstep: Class 24 contains 3071 members 
Mstep: Class 25 contains 40354 members 
Mstep: Class 26 contains 59151 members 
Mstep: Class 27 contains 28742 members 
Mstep: Class 28 contains 470 members 
Mstep: Class 29 contains 45491 members 
Mstep: Class 30 contains 11167 members 
Mstep: Class 31 contains 6406 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 4539 members 
Mstep: Class 34 contains 454 members 
Mstep: Class 35 contains 3385 members 
Mstep: Class 36 contains 8247 members 
Mstep: Class 37 contains 4442 members 
Mstep: Class 38 contains 417 members 
Mstep: Class 39 contains 1821 members 
Mstep: Class 40 contains 19197 members 
Mstep: Class 41 contains 422 members 
Mstep: Class 42 contains 3017 members 
Mstep: Class 43 contains 4335 members 
Mstep: Class 44 contains 5375 members 
Mstep: Class 45 contains 21078 members 
Mstep: Class 46 contains 13169 members 
Mstep: Class 47 contains 375 members 
Mstep: Class 48 contains 8288 members 
Mstep: Class 49 contains 26921 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 1022 members 
Mstep: Class 52 contains 524 members 
Mstep: Class 53 contains 3059 members 
Mstep: Class 54 contains 1654 members 
Mstep: Class 55 contains 4546 members 
Mstep: Class 56 contains 17151 members 
Mstep: Class 57 contains 610 members 
Mstep: Class 58 contains 402 members 
Mstep: Class 59 contains 587 members 
Mstep: Class 60 contains 4691 members 
Mstep: Class 61 contains 1716 members 
Mstep: Class 62 contains 1809 members 
Mstep: Class 63 contains 575 members 
Mstep: Class 64 contains 6847 members 
Mstep: Class 65 contains 534 members 
Mstep: Class 66 contains 680 members 
Mstep: Class 67 contains 3932 members 
Entering Unmasked Estep 
Score: -147532592.000000 Penalty: 232424.468750
Splitting cluster 33 changes total score from -147533744.000000 to -147532592.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 34 (454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Entering Unmasked Estep 
Score: -63885.890625 Penalty: 1517.288086
	Iteration 0F: 2 clusters Score -63885.89 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 210 members 
Entering Unmasked Estep 
Score: -62428.246094 Penalty: 3034.576172
	Iteration 0F: 3 clusters Score -62428.25 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -62932.304688 Penalty: 3034.576172
	Iteration 1F: 3 clusters Score -62932.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -63540.746094 Penalty: 3034.576172
	Iteration 2F: 3 clusters Score -63540.75 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -64128.234375 Penalty: 3034.576172
	Iteration 3F: 3 clusters Score -64128.23 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -64283.855469 Penalty: 3034.576172
	Iteration 4Q: 3 clusters Score -64283.86 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -64365.750000 Penalty: 3034.576172
	Iteration 5Q: 3 clusters Score -64365.75 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -64572.050781 Penalty: 3034.576172
	Iteration 6Q: 3 clusters Score -64572.05 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -64860.800781 Penalty: 3034.576172
	Iteration 7Q: 3 clusters Score -64860.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -64870.699219 Penalty: 3034.576172
	Iteration 8Q: 3 clusters Score -64870.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -64876.039062 Penalty: 3034.576172
	Iteration 9Q: 3 clusters Score -64876.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -64876.039062 Penalty: 3034.576172
	Iteration 10F: 3 clusters Score -64876.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 23072 members 
Mstep: Class 2 contains 7984 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 223912 members 
Mstep: Class 5 contains 4145 members 
Mstep: Class 6 contains 2321 members 
Mstep: Class 7 contains 9548 members 
Mstep: Class 8 contains 13865 members 
Mstep: Class 9 contains 7578 members 
Mstep: Class 10 contains 27338 members 
Mstep: Class 11 contains 11557 members 
Mstep: Class 12 contains 779 members 
Mstep: Class 13 contains 3274 members 
Mstep: Class 14 contains 36092 members 
Mstep: Class 15 contains 181891 members 
Mstep: Class 16 contains 23145 members 
Mstep: Class 17 contains 540 members 
Mstep: Class 18 contains 10577 members 
Mstep: Class 19 contains 164592 members 
Mstep: Class 20 contains 56074 members 
Mstep: Class 21 contains 2342 members 
Mstep: Class 22 contains 693 members 
Mstep: Class 23 contains 4376 members 
Mstep: Class 24 contains 3071 members 
Mstep: Class 25 contains 40354 members 
Mstep: Class 26 contains 59151 members 
Mstep: Class 27 contains 28742 members 
Mstep: Class 28 contains 470 members 
Mstep: Class 29 contains 45491 members 
Mstep: Class 30 contains 11167 members 
Mstep: Class 31 contains 6406 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8471 members 
Mstep: Class 34 contains 265 members 
Mstep: Class 35 contains 3385 members 
Mstep: Class 36 contains 8247 members 
Mstep: Class 37 contains 4442 members 
Mstep: Class 38 contains 417 members 
Mstep: Class 39 contains 1821 members 
Mstep: Class 40 contains 19197 members 
Mstep: Class 41 contains 422 members 
Mstep: Class 42 contains 3017 members 
Mstep: Class 43 contains 4335 members 
Mstep: Class 44 contains 5375 members 
Mstep: Class 45 contains 21078 members 
Mstep: Class 46 contains 13169 members 
Mstep: Class 47 contains 375 members 
Mstep: Class 48 contains 8288 members 
Mstep: Class 49 contains 26921 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 1022 members 
Mstep: Class 52 contains 524 members 
Mstep: Class 53 contains 3059 members 
Mstep: Class 54 contains 1654 members 
Mstep: Class 55 contains 4546 members 
Mstep: Class 56 contains 17151 members 
Mstep: Class 57 contains 610 members 
Mstep: Class 58 contains 402 members 
Mstep: Class 59 contains 587 members 
Mstep: Class 60 contains 4691 members 
Mstep: Class 61 contains 1716 members 
Mstep: Class 62 contains 1809 members 
Mstep: Class 63 contains 575 members 
Mstep: Class 64 contains 6847 members 
Mstep: Class 65 contains 534 members 
Mstep: Class 66 contains 680 members 
Mstep: Class 67 contains 189 members 
Entering Unmasked Estep 
Score: -147532800.000000 Penalty: 232424.468750
Splitting cluster 34 changes total score from -147533744.000000 to -147532800.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 35 (3385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Entering Unmasked Estep 
Score: -422374.500000 Penalty: 2015.523193
	Iteration 0F: 2 clusters Score -422374.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -418871.750000 Penalty: 4031.046387
	Iteration 0F: 3 clusters Score -418871.8 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -419566.218750 Penalty: 4031.046387
	Iteration 1F: 3 clusters Score -419566.2 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -419741.281250 Penalty: 4031.046387
	Iteration 2F: 3 clusters Score -419741.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -419868.812500 Penalty: 4031.046387
	Iteration 3Q: 3 clusters Score -419868.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -419979.093750 Penalty: 4031.046387
	Iteration 4Q: 3 clusters Score -419979.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -420062.031250 Penalty: 4031.046387
	Iteration 5Q: 3 clusters Score -420062 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -420120.656250 Penalty: 4031.046387
	Iteration 6Q: 3 clusters Score -420120.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -420166.250000 Penalty: 4031.046387
	Iteration 7Q: 3 clusters Score -420166.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -420209.281250 Penalty: 4031.046387
	Iteration 8Q: 3 clusters Score -420209.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -420256.906250 Penalty: 4031.046387
	Iteration 9Q: 3 clusters Score -420256.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -420294.000000 Penalty: 4031.046387
	Iteration 10Q: 3 clusters Score -420294 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -420324.750000 Penalty: 4031.046387
	Iteration 11Q: 3 clusters Score -420324.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -420349.312500 Penalty: 4031.046387
	Iteration 12Q: 3 clusters Score -420349.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -420369.531250 Penalty: 4031.046387
	Iteration 13Q: 3 clusters Score -420369.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -420385.687500 Penalty: 4031.046387
	Iteration 14Q: 3 clusters Score -420385.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -420405.781250 Penalty: 4031.046387
	Iteration 15Q: 3 clusters Score -420405.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -420423.875000 Penalty: 4031.046387
	Iteration 16Q: 3 clusters Score -420423.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -420437.656250 Penalty: 4031.046387
	Iteration 17Q: 3 clusters Score -420437.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -420454.093750 Penalty: 4031.046387
	Iteration 18Q: 3 clusters Score -420454.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -420466.343750 Penalty: 4031.046387
	Iteration 19Q: 3 clusters Score -420466.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -420479.125000 Penalty: 4031.046387
	Iteration 20F: 3 clusters Score -420479.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -420491.500000 Penalty: 4031.046387
	Iteration 21Q: 3 clusters Score -420491.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -420504.062500 Penalty: 4031.046387
	Iteration 22Q: 3 clusters Score -420504.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -420518.906250 Penalty: 4031.046387
	Iteration 23Q: 3 clusters Score -420518.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -420534.062500 Penalty: 4031.046387
	Iteration 24Q: 3 clusters Score -420534.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -420549.250000 Penalty: 4031.046387
	Iteration 25Q: 3 clusters Score -420549.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -420562.593750 Penalty: 4031.046387
	Iteration 26Q: 3 clusters Score -420562.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -420571.187500 Penalty: 4031.046387
	Iteration 27Q: 3 clusters Score -420571.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -420578.750000 Penalty: 4031.046387
	Iteration 28Q: 3 clusters Score -420578.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -420582.625000 Penalty: 4031.046387
	Iteration 29Q: 3 clusters Score -420582.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -420585.781250 Penalty: 4031.046387
	Iteration 30Q: 3 clusters Score -420585.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -420587.625000 Penalty: 4031.046387
	Iteration 31Q: 3 clusters Score -420587.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -420589.156250 Penalty: 4031.046387
	Iteration 32Q: 3 clusters Score -420589.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -420591.437500 Penalty: 4031.046387
	Iteration 33Q: 3 clusters Score -420591.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -420595.687500 Penalty: 4031.046387
	Iteration 34Q: 3 clusters Score -420595.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -420601.875000 Penalty: 4031.046387
	Iteration 35Q: 3 clusters Score -420601.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -420607.812500 Penalty: 4031.046387
	Iteration 36Q: 3 clusters Score -420607.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -420611.562500 Penalty: 4031.046387
	Iteration 37Q: 3 clusters Score -420611.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -420613.843750 Penalty: 4031.046387
	Iteration 38Q: 3 clusters Score -420613.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -420617.406250 Penalty: 4031.046387
	Iteration 39Q: 3 clusters Score -420617.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -420619.750000 Penalty: 4031.046387
	Iteration 40F: 3 clusters Score -420619.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -420623.062500 Penalty: 4031.046387
	Iteration 41Q: 3 clusters Score -420623.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -420623.531250 Penalty: 4031.046387
	Iteration 42Q: 3 clusters Score -420623.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -420625.437500 Penalty: 4031.046387
	Iteration 43Q: 3 clusters Score -420625.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -420627.312500 Penalty: 4031.046387
	Iteration 44Q: 3 clusters Score -420627.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -420630.218750 Penalty: 4031.046387
	Iteration 45Q: 3 clusters Score -420630.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -420630.875000 Penalty: 4031.046387
	Iteration 46Q: 3 clusters Score -420630.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -420630.875000 Penalty: 4031.046387
	Iteration 47F: 3 clusters Score -420630.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (8247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Entering Unmasked Estep 
Score: -930260.437500 Penalty: 2236.365967
	Iteration 0F: 2 clusters Score -930260.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -923727.437500 Penalty: 4472.731934
	Iteration 0F: 3 clusters Score -923727.4 nChanged 3340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -925607.750000 Penalty: 4472.731934
	Iteration 1F: 3 clusters Score -925607.8 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -925977.375000 Penalty: 4472.731934
	Iteration 2F: 3 clusters Score -925977.4 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -926304.187500 Penalty: 4472.731934
	Iteration 3F: 3 clusters Score -926304.2 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -926611.187500 Penalty: 4472.731934
	Iteration 4F: 3 clusters Score -926611.2 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -926887.437500 Penalty: 4472.731934
	Iteration 5Q: 3 clusters Score -926887.4 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -927168.750000 Penalty: 4472.731934
	Iteration 6Q: 3 clusters Score -927168.8 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -927490.375000 Penalty: 4472.731934
	Iteration 7Q: 3 clusters Score -927490.4 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -927802.312500 Penalty: 4472.731934
	Iteration 8Q: 3 clusters Score -927802.3 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -928126.750000 Penalty: 4472.731934
	Iteration 9Q: 3 clusters Score -928126.8 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -928410.187500 Penalty: 4472.731934
	Iteration 10Q: 3 clusters Score -928410.2 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -928660.562500 Penalty: 4472.731934
	Iteration 11Q: 3 clusters Score -928660.6 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -928832.000000 Penalty: 4472.731934
	Iteration 12Q: 3 clusters Score -928832 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -928937.812500 Penalty: 4472.731934
	Iteration 13Q: 3 clusters Score -928937.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -929011.437500 Penalty: 4472.731934
	Iteration 14Q: 3 clusters Score -929011.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -929055.625000 Penalty: 4472.731934
	Iteration 15Q: 3 clusters Score -929055.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -929089.375000 Penalty: 4472.731934
	Iteration 16Q: 3 clusters Score -929089.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -929118.562500 Penalty: 4472.731934
	Iteration 17Q: 3 clusters Score -929118.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -929136.687500 Penalty: 4472.731934
	Iteration 18Q: 3 clusters Score -929136.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -929153.812500 Penalty: 4472.731934
	Iteration 19Q: 3 clusters Score -929153.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -929164.750000 Penalty: 4472.731934
	Iteration 20F: 3 clusters Score -929164.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -929174.812500 Penalty: 4472.731934
	Iteration 21Q: 3 clusters Score -929174.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -929186.187500 Penalty: 4472.731934
	Iteration 22Q: 3 clusters Score -929186.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -929198.875000 Penalty: 4472.731934
	Iteration 23Q: 3 clusters Score -929198.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -929218.062500 Penalty: 4472.731934
	Iteration 24Q: 3 clusters Score -929218.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -929243.187500 Penalty: 4472.731934
	Iteration 25Q: 3 clusters Score -929243.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -929271.312500 Penalty: 4472.731934
	Iteration 26Q: 3 clusters Score -929271.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -929301.125000 Penalty: 4472.731934
	Iteration 27Q: 3 clusters Score -929301.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -929329.000000 Penalty: 4472.731934
	Iteration 28Q: 3 clusters Score -929329 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -929349.750000 Penalty: 4472.731934
	Iteration 29Q: 3 clusters Score -929349.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -929373.250000 Penalty: 4472.731934
	Iteration 30Q: 3 clusters Score -929373.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -929396.687500 Penalty: 4472.731934
	Iteration 31Q: 3 clusters Score -929396.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -929416.000000 Penalty: 4472.731934
	Iteration 32Q: 3 clusters Score -929416 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -929429.875000 Penalty: 4472.731934
	Iteration 33Q: 3 clusters Score -929429.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -929438.500000 Penalty: 4472.731934
	Iteration 34Q: 3 clusters Score -929438.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -929450.000000 Penalty: 4472.731934
	Iteration 35Q: 3 clusters Score -929450 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -929457.187500 Penalty: 4472.731934
	Iteration 36Q: 3 clusters Score -929457.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -929459.500000 Penalty: 4472.731934
	Iteration 37Q: 3 clusters Score -929459.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -929463.812500 Penalty: 4472.731934
	Iteration 38Q: 3 clusters Score -929463.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -929468.687500 Penalty: 4472.731934
	Iteration 39Q: 3 clusters Score -929468.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -929472.687500 Penalty: 4472.731934
	Iteration 40F: 3 clusters Score -929472.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -929479.937500 Penalty: 4472.731934
	Iteration 41Q: 3 clusters Score -929479.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -929489.562500 Penalty: 4472.731934
	Iteration 42Q: 3 clusters Score -929489.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -929501.625000 Penalty: 4472.731934
	Iteration 43Q: 3 clusters Score -929501.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -929514.062500 Penalty: 4472.731934
	Iteration 44Q: 3 clusters Score -929514.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -929525.062500 Penalty: 4472.731934
	Iteration 45Q: 3 clusters Score -929525.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -929531.125000 Penalty: 4472.731934
	Iteration 46Q: 3 clusters Score -929531.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -929535.750000 Penalty: 4472.731934
	Iteration 47Q: 3 clusters Score -929535.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -929537.437500 Penalty: 4472.731934
	Iteration 48Q: 3 clusters Score -929537.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -929538.125000 Penalty: 4472.731934
	Iteration 49Q: 3 clusters Score -929538.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -929538.000000 Penalty: 4472.731934
	Iteration 50Q: 3 clusters Score -929538 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -929538.125000 Penalty: 4472.731934
	Iteration 51Q: 3 clusters Score -929538.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -929541.062500 Penalty: 4472.731934
	Iteration 52Q: 3 clusters Score -929541.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -929541.687500 Penalty: 4472.731934
	Iteration 53Q: 3 clusters Score -929541.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -929543.250000 Penalty: 4472.731934
	Iteration 54Q: 3 clusters Score -929543.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -929544.250000 Penalty: 4472.731934
	Iteration 55Q: 3 clusters Score -929544.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -929545.437500 Penalty: 4472.731934
	Iteration 56Q: 3 clusters Score -929545.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -929546.062500 Penalty: 4472.731934
	Iteration 57Q: 3 clusters Score -929546.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -929545.500000 Penalty: 4472.731934
	Iteration 58Q: 3 clusters Score -929545.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -929546.437500 Penalty: 4472.731934
	Iteration 59Q: 3 clusters Score -929546.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -929547.000000 Penalty: 4472.731934
	Iteration 60F: 3 clusters Score -929547 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -929545.437500 Penalty: 4472.731934
	Iteration 61Q: 3 clusters Score -929545.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -929545.437500 Penalty: 4472.731934
	Iteration 62F: 3 clusters Score -929545.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (4442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Entering Unmasked Estep 
Score: -557791.312500 Penalty: 2082.917236
	Iteration 0F: 2 clusters Score -557791.3 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 2241 members 
Entering Unmasked Estep 
Score: -553654.937500 Penalty: 4165.834473
	Iteration 0F: 3 clusters Score -553654.9 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -554591.750000 Penalty: 4165.834473
	Iteration 1F: 3 clusters Score -554591.8 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -554787.750000 Penalty: 4165.834473
	Iteration 2F: 3 clusters Score -554787.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -554905.312500 Penalty: 4165.834473
	Iteration 3Q: 3 clusters Score -554905.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -554987.625000 Penalty: 4165.834473
	Iteration 4Q: 3 clusters Score -554987.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -555053.687500 Penalty: 4165.834473
	Iteration 5Q: 3 clusters Score -555053.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -555116.250000 Penalty: 4165.834473
	Iteration 6Q: 3 clusters Score -555116.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -555179.625000 Penalty: 4165.834473
	Iteration 7Q: 3 clusters Score -555179.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -555245.437500 Penalty: 4165.834473
	Iteration 8Q: 3 clusters Score -555245.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -555307.750000 Penalty: 4165.834473
	Iteration 9Q: 3 clusters Score -555307.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -555352.375000 Penalty: 4165.834473
	Iteration 10Q: 3 clusters Score -555352.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -555401.125000 Penalty: 4165.834473
	Iteration 11Q: 3 clusters Score -555401.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -555443.937500 Penalty: 4165.834473
	Iteration 12Q: 3 clusters Score -555443.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -555488.562500 Penalty: 4165.834473
	Iteration 13Q: 3 clusters Score -555488.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -555536.875000 Penalty: 4165.834473
	Iteration 14Q: 3 clusters Score -555536.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -555582.000000 Penalty: 4165.834473
	Iteration 15Q: 3 clusters Score -555582 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -555628.687500 Penalty: 4165.834473
	Iteration 16Q: 3 clusters Score -555628.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -555679.500000 Penalty: 4165.834473
	Iteration 17Q: 3 clusters Score -555679.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -555725.062500 Penalty: 4165.834473
	Iteration 18Q: 3 clusters Score -555725.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -555776.187500 Penalty: 4165.834473
	Iteration 19Q: 3 clusters Score -555776.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -555836.812500 Penalty: 4165.834473
	Iteration 20F: 3 clusters Score -555836.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -555914.937500 Penalty: 4165.834473
	Iteration 21Q: 3 clusters Score -555914.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -555993.187500 Penalty: 4165.834473
	Iteration 22Q: 3 clusters Score -555993.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -556053.312500 Penalty: 4165.834473
	Iteration 23Q: 3 clusters Score -556053.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -556103.312500 Penalty: 4165.834473
	Iteration 24Q: 3 clusters Score -556103.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -556152.312500 Penalty: 4165.834473
	Iteration 25Q: 3 clusters Score -556152.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -556211.562500 Penalty: 4165.834473
	Iteration 26Q: 3 clusters Score -556211.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -556275.812500 Penalty: 4165.834473
	Iteration 27Q: 3 clusters Score -556275.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -556350.125000 Penalty: 4165.834473
	Iteration 28Q: 3 clusters Score -556350.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -556450.375000 Penalty: 4165.834473
	Iteration 29Q: 3 clusters Score -556450.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -556609.250000 Penalty: 4165.834473
	Iteration 30Q: 3 clusters Score -556609.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -556802.562500 Penalty: 4165.834473
	Iteration 31Q: 3 clusters Score -556802.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -556944.937500 Penalty: 4165.834473
	Iteration 32Q: 3 clusters Score -556944.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -556997.562500 Penalty: 4165.834473
	Iteration 33Q: 3 clusters Score -556997.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -557012.875000 Penalty: 4165.834473
	Iteration 34Q: 3 clusters Score -557012.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -557020.062500 Penalty: 4165.834473
	Iteration 35Q: 3 clusters Score -557020.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -557020.562500 Penalty: 4165.834473
	Iteration 36Q: 3 clusters Score -557020.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -557021.750000 Penalty: 4165.834473
	Iteration 37Q: 3 clusters Score -557021.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -557021.750000 Penalty: 4165.834473
	Iteration 38F: 3 clusters Score -557021.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Entering Unmasked Estep 
Score: -54600.980469 Penalty: 1496.205444
	Iteration 0F: 2 clusters Score -54600.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -53270.906250 Penalty: 2992.410889
	Iteration 0F: 3 clusters Score -53270.91 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -54048.437500 Penalty: 2992.410889
	Iteration 1F: 3 clusters Score -54048.44 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -54666.433594 Penalty: 2992.410889
	Iteration 2F: 3 clusters Score -54666.43 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -54805.183594 Penalty: 2992.410889
	Iteration 3Q: 3 clusters Score -54805.18 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -54862.195312 Penalty: 2992.410889
	Iteration 4Q: 3 clusters Score -54862.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -54912.585938 Penalty: 2992.410889
	Iteration 5Q: 3 clusters Score -54912.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -54985.148438 Penalty: 2992.410889
	Iteration 6Q: 3 clusters Score -54985.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -55003.644531 Penalty: 2992.410889
	Iteration 7Q: 3 clusters Score -55003.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -55005.898438 Penalty: 2992.410889
	Iteration 8Q: 3 clusters Score -55005.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -55008.527344 Penalty: 2992.410889
	Iteration 9Q: 3 clusters Score -55008.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -55008.527344 Penalty: 2992.410889
	Iteration 10F: 3 clusters Score -55008.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 23072 members 
Mstep: Class 2 contains 7984 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 223912 members 
Mstep: Class 5 contains 4145 members 
Mstep: Class 6 contains 2321 members 
Mstep: Class 7 contains 9548 members 
Mstep: Class 8 contains 13865 members 
Mstep: Class 9 contains 7578 members 
Mstep: Class 10 contains 27338 members 
Mstep: Class 11 contains 11557 members 
Mstep: Class 12 contains 779 members 
Mstep: Class 13 contains 3274 members 
Mstep: Class 14 contains 36092 members 
Mstep: Class 15 contains 181891 members 
Mstep: Class 16 contains 23145 members 
Mstep: Class 17 contains 540 members 
Mstep: Class 18 contains 10577 members 
Mstep: Class 19 contains 164592 members 
Mstep: Class 20 contains 56074 members 
Mstep: Class 21 contains 2342 members 
Mstep: Class 22 contains 693 members 
Mstep: Class 23 contains 4376 members 
Mstep: Class 24 contains 3071 members 
Mstep: Class 25 contains 40354 members 
Mstep: Class 26 contains 59151 members 
Mstep: Class 27 contains 28742 members 
Mstep: Class 28 contains 470 members 
Mstep: Class 29 contains 45491 members 
Mstep: Class 30 contains 11167 members 
Mstep: Class 31 contains 6406 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8471 members 
Mstep: Class 34 contains 454 members 
Mstep: Class 35 contains 3385 members 
Mstep: Class 36 contains 8247 members 
Mstep: Class 37 contains 4442 members 
Mstep: Class 38 contains 235 members 
Mstep: Class 39 contains 1821 members 
Mstep: Class 40 contains 19197 members 
Mstep: Class 41 contains 422 members 
Mstep: Class 42 contains 3017 members 
Mstep: Class 43 contains 4335 members 
Mstep: Class 44 contains 5375 members 
Mstep: Class 45 contains 21078 members 
Mstep: Class 46 contains 13169 members 
Mstep: Class 47 contains 375 members 
Mstep: Class 48 contains 8288 members 
Mstep: Class 49 contains 26921 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 1022 members 
Mstep: Class 52 contains 524 members 
Mstep: Class 53 contains 3059 members 
Mstep: Class 54 contains 1654 members 
Mstep: Class 55 contains 4546 members 
Mstep: Class 56 contains 17151 members 
Mstep: Class 57 contains 610 members 
Mstep: Class 58 contains 402 members 
Mstep: Class 59 contains 587 members 
Mstep: Class 60 contains 4691 members 
Mstep: Class 61 contains 1716 members 
Mstep: Class 62 contains 1809 members 
Mstep: Class 63 contains 575 members 
Mstep: Class 64 contains 6847 members 
Mstep: Class 65 contains 534 members 
Mstep: Class 66 contains 680 members 
Mstep: Class 67 contains 182 members 
Entering Unmasked Estep 
Score: -147532320.000000 Penalty: 232424.468750
Splitting cluster 38 changes total score from -147533744.000000 to -147532320.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 39 (1821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Entering Unmasked Estep 
Score: -230883.140625 Penalty: 1861.770996
	Iteration 0F: 2 clusters Score -230883.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -228349.640625 Penalty: 3723.541992
	Iteration 0F: 3 clusters Score -228349.6 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -228740.437500 Penalty: 3723.541992
	Iteration 1F: 3 clusters Score -228740.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -228865.500000 Penalty: 3723.541992
	Iteration 2F: 3 clusters Score -228865.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -228938.656250 Penalty: 3723.541992
	Iteration 3Q: 3 clusters Score -228938.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -228989.578125 Penalty: 3723.541992
	Iteration 4Q: 3 clusters Score -228989.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -229016.406250 Penalty: 3723.541992
	Iteration 5Q: 3 clusters Score -229016.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -229034.265625 Penalty: 3723.541992
	Iteration 6Q: 3 clusters Score -229034.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -229043.281250 Penalty: 3723.541992
	Iteration 7Q: 3 clusters Score -229043.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -229047.296875 Penalty: 3723.541992
	Iteration 8Q: 3 clusters Score -229047.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -229050.812500 Penalty: 3723.541992
	Iteration 9Q: 3 clusters Score -229050.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -229054.015625 Penalty: 3723.541992
	Iteration 10Q: 3 clusters Score -229054 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -229056.312500 Penalty: 3723.541992
	Iteration 11Q: 3 clusters Score -229056.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -229058.421875 Penalty: 3723.541992
	Iteration 12Q: 3 clusters Score -229058.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -229058.890625 Penalty: 3723.541992
	Iteration 13Q: 3 clusters Score -229058.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -229059.328125 Penalty: 3723.541992
	Iteration 14Q: 3 clusters Score -229059.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -229061.046875 Penalty: 3723.541992
	Iteration 15Q: 3 clusters Score -229061 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -229061.937500 Penalty: 3723.541992
	Iteration 16Q: 3 clusters Score -229061.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -229063.515625 Penalty: 3723.541992
	Iteration 17Q: 3 clusters Score -229063.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -229064.531250 Penalty: 3723.541992
	Iteration 18Q: 3 clusters Score -229064.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -229067.265625 Penalty: 3723.541992
	Iteration 19Q: 3 clusters Score -229067.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -229070.890625 Penalty: 3723.541992
	Iteration 20F: 3 clusters Score -229070.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -229073.109375 Penalty: 3723.541992
	Iteration 21Q: 3 clusters Score -229073.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -229074.625000 Penalty: 3723.541992
	Iteration 22Q: 3 clusters Score -229074.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -229075.859375 Penalty: 3723.541992
	Iteration 23Q: 3 clusters Score -229075.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -229078.390625 Penalty: 3723.541992
	Iteration 24Q: 3 clusters Score -229078.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -229080.812500 Penalty: 3723.541992
	Iteration 25Q: 3 clusters Score -229080.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -229081.968750 Penalty: 3723.541992
	Iteration 26Q: 3 clusters Score -229082 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -229081.968750 Penalty: 3723.541992
	Iteration 27F: 3 clusters Score -229082 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (19197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19197 members 
Entering Unmasked Estep 
Score: -2544287.250000 Penalty: 2445.902344
	Iteration 0F: 2 clusters Score -2544287 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 9684 members 
Entering Unmasked Estep 
Score: -2530812.250000 Penalty: 4891.804688
	Iteration 0F: 3 clusters Score -2530812 nChanged 8332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 10202 members 
Entering Unmasked Estep 
Score: -2535150.000000 Penalty: 4891.804688
	Iteration 1F: 3 clusters Score -2535150 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
Score: -2535482.500000 Penalty: 4891.804688
	Iteration 2F: 3 clusters Score -2535482 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 10905 members 
Entering Unmasked Estep 
Score: -2535760.500000 Penalty: 4891.804688
	Iteration 3Q: 3 clusters Score -2535760 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 11415 members 
Entering Unmasked Estep 
Score: -2536041.750000 Penalty: 4891.804688
	Iteration 4Q: 3 clusters Score -2536042 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 12030 members 
Entering Unmasked Estep 
Score: -2536398.000000 Penalty: 4891.804688
	Iteration 5Q: 3 clusters Score -2536398 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 12806 members 
Entering Unmasked Estep 
Score: -2536869.250000 Penalty: 4891.804688
	Iteration 6Q: 3 clusters Score -2536869 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 13755 members 
Entering Unmasked Estep 
Score: -2537506.500000 Penalty: 4891.804688
	Iteration 7F: 3 clusters Score -2537506 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 14864 members 
Entering Unmasked Estep 
Score: -2538351.500000 Penalty: 4891.804688
	Iteration 8F: 3 clusters Score -2538352 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 16068 members 
Entering Unmasked Estep 
Score: -2539403.250000 Penalty: 4891.804688
	Iteration 9F: 3 clusters Score -2539403 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 17171 members 
Entering Unmasked Estep 
Score: -2540436.500000 Penalty: 4891.804688
	Iteration 10F: 3 clusters Score -2540436 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 17937 members 
Entering Unmasked Estep 
Score: -2541144.000000 Penalty: 4891.804688
	Iteration 11Q: 3 clusters Score -2541144 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 18380 members 
Entering Unmasked Estep 
Score: -2541556.500000 Penalty: 4891.804688
	Iteration 12Q: 3 clusters Score -2541556 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 18636 members 
Entering Unmasked Estep 
Score: -2541798.500000 Penalty: 4891.804688
	Iteration 13Q: 3 clusters Score -2541798 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 18754 members 
Entering Unmasked Estep 
Score: -2541932.750000 Penalty: 4891.804688
	Iteration 14Q: 3 clusters Score -2541933 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 18809 members 
Entering Unmasked Estep 
Score: -2542006.750000 Penalty: 4891.804688
	Iteration 15Q: 3 clusters Score -2542007 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 18838 members 
Entering Unmasked Estep 
Score: -2542041.750000 Penalty: 4891.804688
	Iteration 16Q: 3 clusters Score -2542042 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 18855 members 
Entering Unmasked Estep 
Score: -2542064.250000 Penalty: 4891.804688
	Iteration 17Q: 3 clusters Score -2542064 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 18865 members 
Entering Unmasked Estep 
Score: -2542081.000000 Penalty: 4891.804688
	Iteration 18Q: 3 clusters Score -2542081 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 18879 members 
Entering Unmasked Estep 
Score: -2542096.500000 Penalty: 4891.804688
	Iteration 19Q: 3 clusters Score -2542096 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 18885 members 
Entering Unmasked Estep 
Score: -2542103.750000 Penalty: 4891.804688
	Iteration 20F: 3 clusters Score -2542104 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 18889 members 
Entering Unmasked Estep 
Score: -2542109.750000 Penalty: 4891.804688
	Iteration 21Q: 3 clusters Score -2542110 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 18895 members 
Entering Unmasked Estep 
Score: -2542119.500000 Penalty: 4891.804688
	Iteration 22Q: 3 clusters Score -2542120 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 18898 members 
Entering Unmasked Estep 
Score: -2542125.750000 Penalty: 4891.804688
	Iteration 23Q: 3 clusters Score -2542126 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 18899 members 
Entering Unmasked Estep 
Score: -2542126.750000 Penalty: 4891.804688
	Iteration 24Q: 3 clusters Score -2542127 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 18898 members 
Entering Unmasked Estep 
Score: -2542128.250000 Penalty: 4891.804688
	Iteration 25Q: 3 clusters Score -2542128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 18898 members 
Entering Unmasked Estep 
Score: -2542130.750000 Penalty: 4891.804688
	Iteration 26Q: 3 clusters Score -2542131 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 18900 members 
Entering Unmasked Estep 
Score: -2542127.000000 Penalty: 4891.804688
	Iteration 27Q: 3 clusters Score -2542127 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 18901 members 
Entering Unmasked Estep 
Score: -2542132.750000 Penalty: 4891.804688
	Iteration 28Q: 3 clusters Score -2542133 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 18902 members 
Entering Unmasked Estep 
Score: -2542131.500000 Penalty: 4891.804688
	Iteration 29Q: 3 clusters Score -2542132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 18904 members 
Entering Unmasked Estep 
Score: -2542130.000000 Penalty: 4891.804688
	Iteration 30Q: 3 clusters Score -2542130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 18906 members 
Entering Unmasked Estep 
Score: -2542135.000000 Penalty: 4891.804688
	Iteration 31Q: 3 clusters Score -2542135 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 18907 members 
Entering Unmasked Estep 
Score: -2542138.500000 Penalty: 4891.804688
	Iteration 32Q: 3 clusters Score -2542138 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 18907 members 
Entering Unmasked Estep 
Score: -2542138.500000 Penalty: 4891.804688
	Iteration 33F: 3 clusters Score -2542138 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Entering Unmasked Estep 
Score: -38126.156250 Penalty: 1499.161377
	Iteration 0F: 2 clusters Score -38126.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -36828.855469 Penalty: 2998.322754
	Iteration 0F: 3 clusters Score -36828.86 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -37218.476562 Penalty: 2998.322754
	Iteration 1F: 3 clusters Score -37218.48 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -37512.800781 Penalty: 2998.322754
	Iteration 2F: 3 clusters Score -37512.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -37709.343750 Penalty: 2998.322754
	Iteration 3F: 3 clusters Score -37709.34 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -37813.328125 Penalty: 2998.322754
	Iteration 4Q: 3 clusters Score -37813.33 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -37877.609375 Penalty: 2998.322754
	Iteration 5Q: 3 clusters Score -37877.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -37916.195312 Penalty: 2998.322754
	Iteration 6Q: 3 clusters Score -37916.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -37916.195312 Penalty: 2998.322754
	Iteration 7F: 3 clusters Score -37916.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (3017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Entering Unmasked Estep 
Score: -378194.187500 Penalty: 1986.980469
	Iteration 0F: 2 clusters Score -378194.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -374901.656250 Penalty: 3973.960938
	Iteration 0F: 3 clusters Score -374901.7 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -375558.250000 Penalty: 3973.960938
	Iteration 1F: 3 clusters Score -375558.2 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -375762.875000 Penalty: 3973.960938
	Iteration 2F: 3 clusters Score -375762.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -375891.156250 Penalty: 3973.960938
	Iteration 3F: 3 clusters Score -375891.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -375977.812500 Penalty: 3973.960938
	Iteration 4Q: 3 clusters Score -375977.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -376038.468750 Penalty: 3973.960938
	Iteration 5Q: 3 clusters Score -376038.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -376077.843750 Penalty: 3973.960938
	Iteration 6Q: 3 clusters Score -376077.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -376122.062500 Penalty: 3973.960938
	Iteration 7Q: 3 clusters Score -376122.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -376169.406250 Penalty: 3973.960938
	Iteration 8Q: 3 clusters Score -376169.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -376212.125000 Penalty: 3973.960938
	Iteration 9Q: 3 clusters Score -376212.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -376242.250000 Penalty: 3973.960938
	Iteration 10Q: 3 clusters Score -376242.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -376267.187500 Penalty: 3973.960938
	Iteration 11Q: 3 clusters Score -376267.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -376289.750000 Penalty: 3973.960938
	Iteration 12Q: 3 clusters Score -376289.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -376305.437500 Penalty: 3973.960938
	Iteration 13Q: 3 clusters Score -376305.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -376325.593750 Penalty: 3973.960938
	Iteration 14Q: 3 clusters Score -376325.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -376341.562500 Penalty: 3973.960938
	Iteration 15Q: 3 clusters Score -376341.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -376348.531250 Penalty: 3973.960938
	Iteration 16Q: 3 clusters Score -376348.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -376353.093750 Penalty: 3973.960938
	Iteration 17Q: 3 clusters Score -376353.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -376357.218750 Penalty: 3973.960938
	Iteration 18Q: 3 clusters Score -376357.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -376361.968750 Penalty: 3973.960938
	Iteration 19Q: 3 clusters Score -376362 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -376371.343750 Penalty: 3973.960938
	Iteration 20F: 3 clusters Score -376371.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -376378.468750 Penalty: 3973.960938
	Iteration 21Q: 3 clusters Score -376378.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -376392.562500 Penalty: 3973.960938
	Iteration 22Q: 3 clusters Score -376392.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -376401.187500 Penalty: 3973.960938
	Iteration 23Q: 3 clusters Score -376401.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -376413.531250 Penalty: 3973.960938
	Iteration 24Q: 3 clusters Score -376413.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -376427.687500 Penalty: 3973.960938
	Iteration 25Q: 3 clusters Score -376427.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -376439.843750 Penalty: 3973.960938
	Iteration 26Q: 3 clusters Score -376439.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -376451.281250 Penalty: 3973.960938
	Iteration 27Q: 3 clusters Score -376451.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -376464.062500 Penalty: 3973.960938
	Iteration 28Q: 3 clusters Score -376464.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -376477.343750 Penalty: 3973.960938
	Iteration 29Q: 3 clusters Score -376477.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -376491.062500 Penalty: 3973.960938
	Iteration 30Q: 3 clusters Score -376491.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -376504.406250 Penalty: 3973.960938
	Iteration 31Q: 3 clusters Score -376504.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -376516.437500 Penalty: 3973.960938
	Iteration 32Q: 3 clusters Score -376516.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -376527.125000 Penalty: 3973.960938
	Iteration 33Q: 3 clusters Score -376527.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -376533.000000 Penalty: 3973.960938
	Iteration 34Q: 3 clusters Score -376533 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -376537.437500 Penalty: 3973.960938
	Iteration 35Q: 3 clusters Score -376537.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -376540.156250 Penalty: 3973.960938
	Iteration 36Q: 3 clusters Score -376540.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -376542.062500 Penalty: 3973.960938
	Iteration 37Q: 3 clusters Score -376542.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -376543.468750 Penalty: 3973.960938
	Iteration 38Q: 3 clusters Score -376543.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -376544.656250 Penalty: 3973.960938
	Iteration 39Q: 3 clusters Score -376544.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -376545.718750 Penalty: 3973.960938
	Iteration 40F: 3 clusters Score -376545.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -376546.031250 Penalty: 3973.960938
	Iteration 41Q: 3 clusters Score -376546 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -376546.062500 Penalty: 3973.960938
	Iteration 42Q: 3 clusters Score -376546.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -376547.093750 Penalty: 3973.960938
	Iteration 43Q: 3 clusters Score -376547.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -376547.093750 Penalty: 3973.960938
	Iteration 44F: 3 clusters Score -376547.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (4335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Entering Unmasked Estep 
Score: -527927.312500 Penalty: 2076.870117
	Iteration 0F: 2 clusters Score -527927.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -523777.281250 Penalty: 4153.740234
	Iteration 0F: 3 clusters Score -523777.3 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -524767.562500 Penalty: 4153.740234
	Iteration 1F: 3 clusters Score -524767.6 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -525023.375000 Penalty: 4153.740234
	Iteration 2F: 3 clusters Score -525023.4 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -525209.000000 Penalty: 4153.740234
	Iteration 3F: 3 clusters Score -525209 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -525393.500000 Penalty: 4153.740234
	Iteration 4Q: 3 clusters Score -525393.5 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -525526.187500 Penalty: 4153.740234
	Iteration 5Q: 3 clusters Score -525526.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -525638.625000 Penalty: 4153.740234
	Iteration 6Q: 3 clusters Score -525638.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -525748.062500 Penalty: 4153.740234
	Iteration 7Q: 3 clusters Score -525748.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -525845.062500 Penalty: 4153.740234
	Iteration 8Q: 3 clusters Score -525845.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -525931.187500 Penalty: 4153.740234
	Iteration 9Q: 3 clusters Score -525931.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -526011.750000 Penalty: 4153.740234
	Iteration 10Q: 3 clusters Score -526011.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -526098.187500 Penalty: 4153.740234
	Iteration 11Q: 3 clusters Score -526098.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -526169.250000 Penalty: 4153.740234
	Iteration 12Q: 3 clusters Score -526169.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -526222.312500 Penalty: 4153.740234
	Iteration 13Q: 3 clusters Score -526222.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -526266.312500 Penalty: 4153.740234
	Iteration 14Q: 3 clusters Score -526266.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -526310.687500 Penalty: 4153.740234
	Iteration 15Q: 3 clusters Score -526310.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -526349.812500 Penalty: 4153.740234
	Iteration 16Q: 3 clusters Score -526349.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -526385.312500 Penalty: 4153.740234
	Iteration 17Q: 3 clusters Score -526385.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -526413.000000 Penalty: 4153.740234
	Iteration 18Q: 3 clusters Score -526413 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -526445.062500 Penalty: 4153.740234
	Iteration 19Q: 3 clusters Score -526445.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -526481.375000 Penalty: 4153.740234
	Iteration 20F: 3 clusters Score -526481.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -526513.312500 Penalty: 4153.740234
	Iteration 21Q: 3 clusters Score -526513.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -526535.000000 Penalty: 4153.740234
	Iteration 22Q: 3 clusters Score -526535 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -526557.812500 Penalty: 4153.740234
	Iteration 23Q: 3 clusters Score -526557.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -526570.312500 Penalty: 4153.740234
	Iteration 24Q: 3 clusters Score -526570.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -526585.437500 Penalty: 4153.740234
	Iteration 25Q: 3 clusters Score -526585.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -526607.750000 Penalty: 4153.740234
	Iteration 26Q: 3 clusters Score -526607.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -526632.312500 Penalty: 4153.740234
	Iteration 27Q: 3 clusters Score -526632.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -526666.875000 Penalty: 4153.740234
	Iteration 28Q: 3 clusters Score -526666.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -526692.062500 Penalty: 4153.740234
	Iteration 29Q: 3 clusters Score -526692.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -526709.375000 Penalty: 4153.740234
	Iteration 30Q: 3 clusters Score -526709.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -526725.875000 Penalty: 4153.740234
	Iteration 31Q: 3 clusters Score -526725.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -526742.312500 Penalty: 4153.740234
	Iteration 32Q: 3 clusters Score -526742.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -526762.750000 Penalty: 4153.740234
	Iteration 33Q: 3 clusters Score -526762.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -526783.312500 Penalty: 4153.740234
	Iteration 34Q: 3 clusters Score -526783.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -526795.625000 Penalty: 4153.740234
	Iteration 35Q: 3 clusters Score -526795.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -526808.125000 Penalty: 4153.740234
	Iteration 36Q: 3 clusters Score -526808.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -526814.437500 Penalty: 4153.740234
	Iteration 37Q: 3 clusters Score -526814.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -526817.875000 Penalty: 4153.740234
	Iteration 38Q: 3 clusters Score -526817.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -526824.250000 Penalty: 4153.740234
	Iteration 39Q: 3 clusters Score -526824.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -526831.750000 Penalty: 4153.740234
	Iteration 40F: 3 clusters Score -526831.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -526836.937500 Penalty: 4153.740234
	Iteration 41Q: 3 clusters Score -526836.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -526841.625000 Penalty: 4153.740234
	Iteration 42Q: 3 clusters Score -526841.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -526851.937500 Penalty: 4153.740234
	Iteration 43Q: 3 clusters Score -526851.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -526863.750000 Penalty: 4153.740234
	Iteration 44Q: 3 clusters Score -526863.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -526872.187500 Penalty: 4153.740234
	Iteration 45Q: 3 clusters Score -526872.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -526878.625000 Penalty: 4153.740234
	Iteration 46Q: 3 clusters Score -526878.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -526883.250000 Penalty: 4153.740234
	Iteration 47Q: 3 clusters Score -526883.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -526889.187500 Penalty: 4153.740234
	Iteration 48Q: 3 clusters Score -526889.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -526894.875000 Penalty: 4153.740234
	Iteration 49Q: 3 clusters Score -526894.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -526905.250000 Penalty: 4153.740234
	Iteration 50Q: 3 clusters Score -526905.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -526913.312500 Penalty: 4153.740234
	Iteration 51Q: 3 clusters Score -526913.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -526920.187500 Penalty: 4153.740234
	Iteration 52Q: 3 clusters Score -526920.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -526928.312500 Penalty: 4153.740234
	Iteration 53Q: 3 clusters Score -526928.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -526931.125000 Penalty: 4153.740234
	Iteration 54Q: 3 clusters Score -526931.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -526933.062500 Penalty: 4153.740234
	Iteration 55Q: 3 clusters Score -526933.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -526933.562500 Penalty: 4153.740234
	Iteration 56Q: 3 clusters Score -526933.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -526937.562500 Penalty: 4153.740234
	Iteration 57Q: 3 clusters Score -526937.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -526938.250000 Penalty: 4153.740234
	Iteration 58Q: 3 clusters Score -526938.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -526939.812500 Penalty: 4153.740234
	Iteration 59Q: 3 clusters Score -526939.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -526940.000000 Penalty: 4153.740234
	Iteration 60F: 3 clusters Score -526940 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -526940.375000 Penalty: 4153.740234
	Iteration 61Q: 3 clusters Score -526940.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -526940.375000 Penalty: 4153.740234
	Iteration 62F: 3 clusters Score -526940.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (5375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Entering Unmasked Estep 
Score: -730132.937500 Penalty: 2130.199463
	Iteration 0F: 2 clusters Score -730132.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -725703.437500 Penalty: 4260.398926
	Iteration 0F: 3 clusters Score -725703.4 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -728804.250000 Penalty: 4260.398926
	Iteration 1F: 3 clusters Score -728804.2 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -730009.500000 Penalty: 4260.398926
	Iteration 2F: 3 clusters Score -730009.5 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -730639.375000 Penalty: 4260.398926
	Iteration 3F: 3 clusters Score -730639.4 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -731012.812500 Penalty: 4260.398926
	Iteration 4F: 3 clusters Score -731012.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -731206.375000 Penalty: 4260.398926
	Iteration 5Q: 3 clusters Score -731206.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -731296.875000 Penalty: 4260.398926
	Iteration 6Q: 3 clusters Score -731296.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -731340.812500 Penalty: 4260.398926
	Iteration 7Q: 3 clusters Score -731340.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -731375.062500 Penalty: 4260.398926
	Iteration 8Q: 3 clusters Score -731375.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -731395.000000 Penalty: 4260.398926
	Iteration 9Q: 3 clusters Score -731395 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -731427.812500 Penalty: 4260.398926
	Iteration 10Q: 3 clusters Score -731427.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -731535.937500 Penalty: 4260.398926
	Iteration 11Q: 3 clusters Score -731535.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -731756.250000 Penalty: 4260.398926
	Iteration 12Q: 3 clusters Score -731756.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -731812.562500 Penalty: 4260.398926
	Iteration 13Q: 3 clusters Score -731812.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -731861.812500 Penalty: 4260.398926
	Iteration 14Q: 3 clusters Score -731861.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -731973.562500 Penalty: 4260.398926
	Iteration 15Q: 3 clusters Score -731973.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -732098.562500 Penalty: 4260.398926
	Iteration 16Q: 3 clusters Score -732098.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -732235.750000 Penalty: 4260.398926
	Iteration 17Q: 3 clusters Score -732235.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -732359.875000 Penalty: 4260.398926
	Iteration 18Q: 3 clusters Score -732359.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -732404.625000 Penalty: 4260.398926
	Iteration 19Q: 3 clusters Score -732404.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -732432.250000 Penalty: 4260.398926
	Iteration 20F: 3 clusters Score -732432.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -732446.375000 Penalty: 4260.398926
	Iteration 21Q: 3 clusters Score -732446.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -732453.187500 Penalty: 4260.398926
	Iteration 22Q: 3 clusters Score -732453.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -732458.375000 Penalty: 4260.398926
	Iteration 23Q: 3 clusters Score -732458.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -732468.187500 Penalty: 4260.398926
	Iteration 24Q: 3 clusters Score -732468.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -732478.125000 Penalty: 4260.398926
	Iteration 25Q: 3 clusters Score -732478.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -732482.187500 Penalty: 4260.398926
	Iteration 26Q: 3 clusters Score -732482.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -732482.375000 Penalty: 4260.398926
	Iteration 27Q: 3 clusters Score -732482.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -732482.125000 Penalty: 4260.398926
	Iteration 28Q: 3 clusters Score -732482.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -732484.562500 Penalty: 4260.398926
	Iteration 29Q: 3 clusters Score -732484.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -732483.937500 Penalty: 4260.398926
	Iteration 30Q: 3 clusters Score -732483.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -732483.937500 Penalty: 4260.398926
	Iteration 31F: 3 clusters Score -732483.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 23072 members 
Mstep: Class 2 contains 7984 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 223912 members 
Mstep: Class 5 contains 4145 members 
Mstep: Class 6 contains 2321 members 
Mstep: Class 7 contains 9548 members 
Mstep: Class 8 contains 13865 members 
Mstep: Class 9 contains 7578 members 
Mstep: Class 10 contains 27338 members 
Mstep: Class 11 contains 11557 members 
Mstep: Class 12 contains 779 members 
Mstep: Class 13 contains 3274 members 
Mstep: Class 14 contains 36092 members 
Mstep: Class 15 contains 181891 members 
Mstep: Class 16 contains 23145 members 
Mstep: Class 17 contains 540 members 
Mstep: Class 18 contains 10577 members 
Mstep: Class 19 contains 164592 members 
Mstep: Class 20 contains 56074 members 
Mstep: Class 21 contains 2342 members 
Mstep: Class 22 contains 693 members 
Mstep: Class 23 contains 4376 members 
Mstep: Class 24 contains 3071 members 
Mstep: Class 25 contains 40354 members 
Mstep: Class 26 contains 59151 members 
Mstep: Class 27 contains 28742 members 
Mstep: Class 28 contains 470 members 
Mstep: Class 29 contains 45491 members 
Mstep: Class 30 contains 11167 members 
Mstep: Class 31 contains 6406 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8471 members 
Mstep: Class 34 contains 454 members 
Mstep: Class 35 contains 3385 members 
Mstep: Class 36 contains 8247 members 
Mstep: Class 37 contains 4442 members 
Mstep: Class 38 contains 417 members 
Mstep: Class 39 contains 1821 members 
Mstep: Class 40 contains 19197 members 
Mstep: Class 41 contains 422 members 
Mstep: Class 42 contains 3017 members 
Mstep: Class 43 contains 4335 members 
Mstep: Class 44 contains 2588 members 
Mstep: Class 45 contains 21078 members 
Mstep: Class 46 contains 13169 members 
Mstep: Class 47 contains 375 members 
Mstep: Class 48 contains 8288 members 
Mstep: Class 49 contains 26921 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 1022 members 
Mstep: Class 52 contains 524 members 
Mstep: Class 53 contains 3059 members 
Mstep: Class 54 contains 1654 members 
Mstep: Class 55 contains 4546 members 
Mstep: Class 56 contains 17151 members 
Mstep: Class 57 contains 610 members 
Mstep: Class 58 contains 402 members 
Mstep: Class 59 contains 587 members 
Mstep: Class 60 contains 4691 members 
Mstep: Class 61 contains 1716 members 
Mstep: Class 62 contains 1809 members 
Mstep: Class 63 contains 575 members 
Mstep: Class 64 contains 6847 members 
Mstep: Class 65 contains 534 members 
Mstep: Class 66 contains 680 members 
Mstep: Class 67 contains 2787 members 
Entering Unmasked Estep 
Score: -147534864.000000 Penalty: 232424.468750
Splitting cluster 44 changes total score from -147533744.000000 to -147534864.000000
So it's getting split into cluster 67.
Entering ConstructFrom: 
Trying to split cluster 45 (21078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21078 members 
Entering Unmasked Estep 
Score: -2454555.500000 Penalty: 2469.084229
	Iteration 0F: 2 clusters Score -2454556 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10449 members 
Mstep: Class 2 contains 10629 members 
Entering Unmasked Estep 
Score: -2439755.500000 Penalty: 4938.168457
	Iteration 0F: 3 clusters Score -2439756 nChanged 9250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10117 members 
Mstep: Class 2 contains 10961 members 
Entering Unmasked Estep 
Score: -2444935.000000 Penalty: 4938.168457
	Iteration 1F: 3 clusters Score -2444935 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 11121 members 
Entering Unmasked Estep 
Score: -2445472.500000 Penalty: 4938.168457
	Iteration 2F: 3 clusters Score -2445472 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 11347 members 
Entering Unmasked Estep 
Score: -2446086.750000 Penalty: 4938.168457
	Iteration 3F: 3 clusters Score -2446087 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9472 members 
Mstep: Class 2 contains 11606 members 
Entering Unmasked Estep 
Score: -2446771.000000 Penalty: 4938.168457
	Iteration 4F: 3 clusters Score -2446771 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 11909 members 
Entering Unmasked Estep 
Score: -2447554.000000 Penalty: 4938.168457
	Iteration 5F: 3 clusters Score -2447554 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 12242 members 
Entering Unmasked Estep 
Score: -2448351.000000 Penalty: 4938.168457
	Iteration 6F: 3 clusters Score -2448351 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 12538 members 
Entering Unmasked Estep 
Score: -2449018.250000 Penalty: 4938.168457
	Iteration 7F: 3 clusters Score -2449018 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 12851 members 
Entering Unmasked Estep 
Score: -2449563.250000 Penalty: 4938.168457
	Iteration 8Q: 3 clusters Score -2449563 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 13103 members 
Entering Unmasked Estep 
Score: -2449959.750000 Penalty: 4938.168457
	Iteration 9Q: 3 clusters Score -2449960 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 13347 members 
Entering Unmasked Estep 
Score: -2450229.500000 Penalty: 4938.168457
	Iteration 10Q: 3 clusters Score -2450230 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 13545 members 
Entering Unmasked Estep 
Score: -2450426.250000 Penalty: 4938.168457
	Iteration 11Q: 3 clusters Score -2450426 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 13750 members 
Entering Unmasked Estep 
Score: -2450573.750000 Penalty: 4938.168457
	Iteration 12Q: 3 clusters Score -2450574 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 13965 members 
Entering Unmasked Estep 
Score: -2450723.750000 Penalty: 4938.168457
	Iteration 13Q: 3 clusters Score -2450724 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 14162 members 
Entering Unmasked Estep 
Score: -2450847.500000 Penalty: 4938.168457
	Iteration 14Q: 3 clusters Score -2450848 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 14346 members 
Entering Unmasked Estep 
Score: -2450975.500000 Penalty: 4938.168457
	Iteration 15Q: 3 clusters Score -2450976 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 14537 members 
Entering Unmasked Estep 
Score: -2451090.750000 Penalty: 4938.168457
	Iteration 16Q: 3 clusters Score -2451091 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 14724 members 
Entering Unmasked Estep 
Score: -2451193.250000 Penalty: 4938.168457
	Iteration 17Q: 3 clusters Score -2451193 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 14901 members 
Entering Unmasked Estep 
Score: -2451293.250000 Penalty: 4938.168457
	Iteration 18Q: 3 clusters Score -2451293 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 15056 members 
Entering Unmasked Estep 
Score: -2451362.000000 Penalty: 4938.168457
	Iteration 19Q: 3 clusters Score -2451362 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 15216 members 
Entering Unmasked Estep 
Score: -2451458.500000 Penalty: 4938.168457
	Iteration 20F: 3 clusters Score -2451458 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 15376 members 
Entering Unmasked Estep 
Score: -2451543.750000 Penalty: 4938.168457
	Iteration 21Q: 3 clusters Score -2451544 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 15527 members 
Entering Unmasked Estep 
Score: -2451609.250000 Penalty: 4938.168457
	Iteration 22Q: 3 clusters Score -2451609 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 15700 members 
Entering Unmasked Estep 
Score: -2451692.500000 Penalty: 4938.168457
	Iteration 23Q: 3 clusters Score -2451692 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 15863 members 
Entering Unmasked Estep 
Score: -2451774.000000 Penalty: 4938.168457
	Iteration 24Q: 3 clusters Score -2451774 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 16018 members 
Entering Unmasked Estep 
Score: -2451845.000000 Penalty: 4938.168457
	Iteration 25Q: 3 clusters Score -2451845 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 16138 members 
Entering Unmasked Estep 
Score: -2451894.750000 Penalty: 4938.168457
	Iteration 26Q: 3 clusters Score -2451895 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 16251 members 
Entering Unmasked Estep 
Score: -2451951.500000 Penalty: 4938.168457
	Iteration 27Q: 3 clusters Score -2451952 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 16365 members 
Entering Unmasked Estep 
Score: -2451986.000000 Penalty: 4938.168457
	Iteration 28Q: 3 clusters Score -2451986 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 16454 members 
Entering Unmasked Estep 
Score: -2452015.000000 Penalty: 4938.168457
	Iteration 29Q: 3 clusters Score -2452015 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 16529 members 
Entering Unmasked Estep 
Score: -2452048.250000 Penalty: 4938.168457
	Iteration 30Q: 3 clusters Score -2452048 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 16597 members 
Entering Unmasked Estep 
Score: -2452074.750000 Penalty: 4938.168457
	Iteration 31Q: 3 clusters Score -2452075 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 16652 members 
Entering Unmasked Estep 
Score: -2452086.000000 Penalty: 4938.168457
	Iteration 32Q: 3 clusters Score -2452086 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 16697 members 
Entering Unmasked Estep 
Score: -2452110.250000 Penalty: 4938.168457
	Iteration 33Q: 3 clusters Score -2452110 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 16757 members 
Entering Unmasked Estep 
Score: -2452134.500000 Penalty: 4938.168457
	Iteration 34Q: 3 clusters Score -2452134 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 16806 members 
Entering Unmasked Estep 
Score: -2452132.750000 Penalty: 4938.168457
	Iteration 35Q: 3 clusters Score -2452133 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 16847 members 
Entering Unmasked Estep 
Score: -2452138.750000 Penalty: 4938.168457
	Iteration 36Q: 3 clusters Score -2452139 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 16896 members 
Entering Unmasked Estep 
Score: -2452142.000000 Penalty: 4938.168457
	Iteration 37Q: 3 clusters Score -2452142 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 16947 members 
Entering Unmasked Estep 
Score: -2452155.250000 Penalty: 4938.168457
	Iteration 38Q: 3 clusters Score -2452155 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 17001 members 
Entering Unmasked Estep 
Score: -2452170.500000 Penalty: 4938.168457
	Iteration 39Q: 3 clusters Score -2452170 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 17046 members 
Entering Unmasked Estep 
Score: -2452180.750000 Penalty: 4938.168457
	Iteration 40F: 3 clusters Score -2452181 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 17091 members 
Entering Unmasked Estep 
Score: -2452192.500000 Penalty: 4938.168457
	Iteration 41Q: 3 clusters Score -2452192 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 17131 members 
Entering Unmasked Estep 
Score: -2452196.500000 Penalty: 4938.168457
	Iteration 42Q: 3 clusters Score -2452196 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 17173 members 
Entering Unmasked Estep 
Score: -2452207.250000 Penalty: 4938.168457
	Iteration 43Q: 3 clusters Score -2452207 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 17212 members 
Entering Unmasked Estep 
Score: -2452214.500000 Penalty: 4938.168457
	Iteration 44Q: 3 clusters Score -2452214 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 17243 members 
Entering Unmasked Estep 
Score: -2452219.000000 Penalty: 4938.168457
	Iteration 45Q: 3 clusters Score -2452219 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 17271 members 
Entering Unmasked Estep 
Score: -2452218.250000 Penalty: 4938.168457
	Iteration 46Q: 3 clusters Score -2452218 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 17301 members 
Entering Unmasked Estep 
Score: -2452233.250000 Penalty: 4938.168457
	Iteration 47Q: 3 clusters Score -2452233 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 17336 members 
Entering Unmasked Estep 
Score: -2452239.750000 Penalty: 4938.168457
	Iteration 48Q: 3 clusters Score -2452240 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 17365 members 
Entering Unmasked Estep 
Score: -2452241.750000 Penalty: 4938.168457
	Iteration 49Q: 3 clusters Score -2452242 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 17394 members 
Entering Unmasked Estep 
Score: -2452248.750000 Penalty: 4938.168457
	Iteration 50Q: 3 clusters Score -2452249 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 17422 members 
Entering Unmasked Estep 
Score: -2452257.250000 Penalty: 4938.168457
	Iteration 51Q: 3 clusters Score -2452257 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 17452 members 
Entering Unmasked Estep 
Score: -2452261.750000 Penalty: 4938.168457
	Iteration 52Q: 3 clusters Score -2452262 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 17485 members 
Entering Unmasked Estep 
Score: -2452271.500000 Penalty: 4938.168457
	Iteration 53Q: 3 clusters Score -2452272 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 17525 members 
Entering Unmasked Estep 
Score: -2452282.000000 Penalty: 4938.168457
	Iteration 54Q: 3 clusters Score -2452282 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 17568 members 
Entering Unmasked Estep 
Score: -2452283.750000 Penalty: 4938.168457
	Iteration 55Q: 3 clusters Score -2452284 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 17612 members 
Entering Unmasked Estep 
Score: -2452293.250000 Penalty: 4938.168457
	Iteration 56Q: 3 clusters Score -2452293 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 17657 members 
Entering Unmasked Estep 
Score: -2452302.750000 Penalty: 4938.168457
	Iteration 57Q: 3 clusters Score -2452303 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 17702 members 
Entering Unmasked Estep 
Score: -2452315.000000 Penalty: 4938.168457
	Iteration 58Q: 3 clusters Score -2452315 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 17748 members 
Entering Unmasked Estep 
Score: -2452324.000000 Penalty: 4938.168457
	Iteration 59Q: 3 clusters Score -2452324 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 17794 members 
Entering Unmasked Estep 
Score: -2452330.500000 Penalty: 4938.168457
	Iteration 60F: 3 clusters Score -2452330 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 17831 members 
Entering Unmasked Estep 
Score: -2452338.250000 Penalty: 4938.168457
	Iteration 61Q: 3 clusters Score -2452338 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 17887 members 
Entering Unmasked Estep 
Score: -2452361.250000 Penalty: 4938.168457
	Iteration 62Q: 3 clusters Score -2452361 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 17955 members 
Entering Unmasked Estep 
Score: -2452380.750000 Penalty: 4938.168457
	Iteration 63Q: 3 clusters Score -2452381 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 18011 members 
Entering Unmasked Estep 
Score: -2452402.500000 Penalty: 4938.168457
	Iteration 64Q: 3 clusters Score -2452402 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 18071 members 
Entering Unmasked Estep 
Score: -2452425.250000 Penalty: 4938.168457
	Iteration 65Q: 3 clusters Score -2452425 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 18136 members 
Entering Unmasked Estep 
Score: -2452458.250000 Penalty: 4938.168457
	Iteration 66Q: 3 clusters Score -2452458 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 18194 members 
Entering Unmasked Estep 
Score: -2452479.000000 Penalty: 4938.168457
	Iteration 67Q: 3 clusters Score -2452479 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 18264 members 
Entering Unmasked Estep 
Score: -2452511.500000 Penalty: 4938.168457
	Iteration 68Q: 3 clusters Score -2452512 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 18339 members 
Entering Unmasked Estep 
Score: -2452544.250000 Penalty: 4938.168457
	Iteration 69Q: 3 clusters Score -2452544 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 18405 members 
Entering Unmasked Estep 
Score: -2452566.250000 Penalty: 4938.168457
	Iteration 70Q: 3 clusters Score -2452566 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 18448 members 
Entering Unmasked Estep 
Score: -2452594.750000 Penalty: 4938.168457
	Iteration 71Q: 3 clusters Score -2452595 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 18510 members 
Entering Unmasked Estep 
Score: -2452618.250000 Penalty: 4938.168457
	Iteration 72Q: 3 clusters Score -2452618 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 18561 members 
Entering Unmasked Estep 
Score: -2452642.500000 Penalty: 4938.168457
	Iteration 73Q: 3 clusters Score -2452642 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 18614 members 
Entering Unmasked Estep 
Score: -2452667.250000 Penalty: 4938.168457
	Iteration 74Q: 3 clusters Score -2452667 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 18664 members 
Entering Unmasked Estep 
Score: -2452692.750000 Penalty: 4938.168457
	Iteration 75Q: 3 clusters Score -2452693 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 18715 members 
Entering Unmasked Estep 
Score: -2452721.500000 Penalty: 4938.168457
	Iteration 76Q: 3 clusters Score -2452722 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 18769 members 
Entering Unmasked Estep 
Score: -2452752.500000 Penalty: 4938.168457
	Iteration 77Q: 3 clusters Score -2452752 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 18812 members 
Entering Unmasked Estep 
Score: -2452776.500000 Penalty: 4938.168457
	Iteration 78Q: 3 clusters Score -2452776 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 18840 members 
Entering Unmasked Estep 
Score: -2452785.250000 Penalty: 4938.168457
	Iteration 79Q: 3 clusters Score -2452785 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 18860 members 
Entering Unmasked Estep 
Score: -2452795.500000 Penalty: 4938.168457
	Iteration 80F: 3 clusters Score -2452796 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 18883 members 
Entering Unmasked Estep 
Score: -2452806.750000 Penalty: 4938.168457
	Iteration 81Q: 3 clusters Score -2452807 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 18908 members 
Entering Unmasked Estep 
Score: -2452812.000000 Penalty: 4938.168457
	Iteration 82Q: 3 clusters Score -2452812 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 18935 members 
Entering Unmasked Estep 
Score: -2452834.750000 Penalty: 4938.168457
	Iteration 83Q: 3 clusters Score -2452835 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 18961 members 
Entering Unmasked Estep 
Score: -2452835.500000 Penalty: 4938.168457
	Iteration 84Q: 3 clusters Score -2452836 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 18986 members 
Entering Unmasked Estep 
Score: -2452841.750000 Penalty: 4938.168457
	Iteration 85Q: 3 clusters Score -2452842 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 19011 members 
Entering Unmasked Estep 
Score: -2452859.250000 Penalty: 4938.168457
	Iteration 86Q: 3 clusters Score -2452859 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 19037 members 
Entering Unmasked Estep 
Score: -2452863.250000 Penalty: 4938.168457
	Iteration 87Q: 3 clusters Score -2452863 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 19056 members 
Entering Unmasked Estep 
Score: -2452867.750000 Penalty: 4938.168457
	Iteration 88Q: 3 clusters Score -2452868 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 19071 members 
Entering Unmasked Estep 
Score: -2452877.500000 Penalty: 4938.168457
	Iteration 89Q: 3 clusters Score -2452878 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 19082 members 
Entering Unmasked Estep 
Score: -2452880.750000 Penalty: 4938.168457
	Iteration 90Q: 3 clusters Score -2452881 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 19099 members 
Entering Unmasked Estep 
Score: -2452887.750000 Penalty: 4938.168457
	Iteration 91Q: 3 clusters Score -2452888 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 19113 members 
Entering Unmasked Estep 
Score: -2452887.750000 Penalty: 4938.168457
	Iteration 92Q: 3 clusters Score -2452888 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 19128 members 
Entering Unmasked Estep 
Score: -2452900.250000 Penalty: 4938.168457
	Iteration 93Q: 3 clusters Score -2452900 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 19145 members 
Entering Unmasked Estep 
Score: -2452906.250000 Penalty: 4938.168457
	Iteration 94Q: 3 clusters Score -2452906 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 19158 members 
Entering Unmasked Estep 
Score: -2452904.750000 Penalty: 4938.168457
	Iteration 95Q: 3 clusters Score -2452905 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 19166 members 
Entering Unmasked Estep 
Score: -2452910.250000 Penalty: 4938.168457
	Iteration 96Q: 3 clusters Score -2452910 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 19176 members 
Entering Unmasked Estep 
Score: -2452909.500000 Penalty: 4938.168457
	Iteration 97Q: 3 clusters Score -2452910 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 19190 members 
Entering Unmasked Estep 
Score: -2452913.500000 Penalty: 4938.168457
	Iteration 98Q: 3 clusters Score -2452914 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 19200 members 
Entering Unmasked Estep 
Score: -2452917.750000 Penalty: 4938.168457
	Iteration 99Q: 3 clusters Score -2452918 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 19205 members 
Entering Unmasked Estep 
Score: -2452920.250000 Penalty: 4938.168457
	Iteration 100F: 3 clusters Score -2452920 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 19214 members 
Entering Unmasked Estep 
Score: -2452921.500000 Penalty: 4938.168457
	Iteration 101Q: 3 clusters Score -2452922 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 19222 members 
Entering Unmasked Estep 
Score: -2452925.750000 Penalty: 4938.168457
	Iteration 102Q: 3 clusters Score -2452926 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 19234 members 
Entering Unmasked Estep 
Score: -2452941.250000 Penalty: 4938.168457
	Iteration 103Q: 3 clusters Score -2452941 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 19241 members 
Entering Unmasked Estep 
Score: -2452944.750000 Penalty: 4938.168457
	Iteration 104Q: 3 clusters Score -2452945 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 19248 members 
Entering Unmasked Estep 
Score: -2452949.000000 Penalty: 4938.168457
	Iteration 105Q: 3 clusters Score -2452949 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 19264 members 
Entering Unmasked Estep 
Score: -2452957.000000 Penalty: 4938.168457
	Iteration 106Q: 3 clusters Score -2452957 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 19276 members 
Entering Unmasked Estep 
Score: -2452966.500000 Penalty: 4938.168457
	Iteration 107Q: 3 clusters Score -2452966 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 19287 members 
Entering Unmasked Estep 
Score: -2452973.750000 Penalty: 4938.168457
	Iteration 108Q: 3 clusters Score -2452974 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 19297 members 
Entering Unmasked Estep 
Score: -2452980.750000 Penalty: 4938.168457
	Iteration 109Q: 3 clusters Score -2452981 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 19310 members 
Entering Unmasked Estep 
Score: -2452992.000000 Penalty: 4938.168457
	Iteration 110Q: 3 clusters Score -2452992 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 19325 members 
Entering Unmasked Estep 
Score: -2452995.000000 Penalty: 4938.168457
	Iteration 111Q: 3 clusters Score -2452995 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 19335 members 
Entering Unmasked Estep 
Score: -2453001.000000 Penalty: 4938.168457
	Iteration 112Q: 3 clusters Score -2453001 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 19343 members 
Entering Unmasked Estep 
Score: -2453003.500000 Penalty: 4938.168457
	Iteration 113Q: 3 clusters Score -2453004 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 19351 members 
Entering Unmasked Estep 
Score: -2453008.750000 Penalty: 4938.168457
	Iteration 114Q: 3 clusters Score -2453009 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 19357 members 
Entering Unmasked Estep 
Score: -2453014.250000 Penalty: 4938.168457
	Iteration 115Q: 3 clusters Score -2453014 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 19363 members 
Entering Unmasked Estep 
Score: -2453017.250000 Penalty: 4938.168457
	Iteration 116Q: 3 clusters Score -2453017 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 19369 members 
Entering Unmasked Estep 
Score: -2453016.500000 Penalty: 4938.168457
	Iteration 117Q: 3 clusters Score -2453016 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 19377 members 
Entering Unmasked Estep 
Score: -2453015.000000 Penalty: 4938.168457
	Iteration 118Q: 3 clusters Score -2453015 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 19385 members 
Entering Unmasked Estep 
Score: -2453011.750000 Penalty: 4938.168457
	Iteration 119Q: 3 clusters Score -2453012 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 19388 members 
Entering Unmasked Estep 
Score: -2453022.500000 Penalty: 4938.168457
	Iteration 120F: 3 clusters Score -2453022 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 19387 members 
Entering Unmasked Estep 
Score: -2453024.500000 Penalty: 4938.168457
	Iteration 121Q: 3 clusters Score -2453024 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 19387 members 
Entering Unmasked Estep 
Score: -2453031.750000 Penalty: 4938.168457
	Iteration 122Q: 3 clusters Score -2453032 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 19398 members 
Entering Unmasked Estep 
Score: -2453033.750000 Penalty: 4938.168457
	Iteration 123Q: 3 clusters Score -2453034 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 19401 members 
Entering Unmasked Estep 
Score: -2453036.250000 Penalty: 4938.168457
	Iteration 124Q: 3 clusters Score -2453036 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 19400 members 
Entering Unmasked Estep 
Score: -2453040.250000 Penalty: 4938.168457
	Iteration 125Q: 3 clusters Score -2453040 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 19404 members 
Entering Unmasked Estep 
Score: -2453044.750000 Penalty: 4938.168457
	Iteration 126Q: 3 clusters Score -2453045 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 19407 members 
Entering Unmasked Estep 
Score: -2453045.500000 Penalty: 4938.168457
	Iteration 127Q: 3 clusters Score -2453046 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 19407 members 
Entering Unmasked Estep 
Score: -2453046.500000 Penalty: 4938.168457
	Iteration 128Q: 3 clusters Score -2453046 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 19408 members 
Entering Unmasked Estep 
Score: -2453054.750000 Penalty: 4938.168457
	Iteration 129Q: 3 clusters Score -2453055 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 19405 members 
Entering Unmasked Estep 
Score: -2453060.000000 Penalty: 4938.168457
	Iteration 130Q: 3 clusters Score -2453060 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 19403 members 
Entering Unmasked Estep 
Score: -2453060.500000 Penalty: 4938.168457
	Iteration 131Q: 3 clusters Score -2453060 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 19404 members 
Entering Unmasked Estep 
Score: -2453057.500000 Penalty: 4938.168457
	Iteration 132Q: 3 clusters Score -2453058 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 19404 members 
Entering Unmasked Estep 
Score: -2453060.750000 Penalty: 4938.168457
	Iteration 133Q: 3 clusters Score -2453061 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 19408 members 
Entering Unmasked Estep 
Score: -2453064.000000 Penalty: 4938.168457
	Iteration 134Q: 3 clusters Score -2453064 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 19410 members 
Entering Unmasked Estep 
Score: -2453068.500000 Penalty: 4938.168457
	Iteration 135Q: 3 clusters Score -2453068 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 19411 members 
Entering Unmasked Estep 
Score: -2453066.750000 Penalty: 4938.168457
	Iteration 136Q: 3 clusters Score -2453067 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 19410 members 
Entering Unmasked Estep 
Score: -2453069.750000 Penalty: 4938.168457
	Iteration 137Q: 3 clusters Score -2453070 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 19411 members 
Entering Unmasked Estep 
Score: -2453069.750000 Penalty: 4938.168457
	Iteration 138Q: 3 clusters Score -2453070 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 19411 members 
Entering Unmasked Estep 
Score: -2453066.500000 Penalty: 4938.168457
	Iteration 139Q: 3 clusters Score -2453066 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 19411 members 
Entering Unmasked Estep 
Score: -2453071.750000 Penalty: 4938.168457
	Iteration 140F: 3 clusters Score -2453072 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 19412 members 
Entering Unmasked Estep 
Score: -2453071.000000 Penalty: 4938.168457
	Iteration 141Q: 3 clusters Score -2453071 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 19413 members 
Entering Unmasked Estep 
Score: -2453072.500000 Penalty: 4938.168457
	Iteration 142Q: 3 clusters Score -2453072 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 19412 members 
Entering Unmasked Estep 
Score: -2453071.750000 Penalty: 4938.168457
	Iteration 143Q: 3 clusters Score -2453072 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 19412 members 
Entering Unmasked Estep 
Score: -2453071.750000 Penalty: 4938.168457
	Iteration 144F: 3 clusters Score -2453072 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (13169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13169 members 
Entering Unmasked Estep 
Score: -1667301.125000 Penalty: 2352.433838
	Iteration 0F: 2 clusters Score -1667301 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -1657617.625000 Penalty: 4704.867676
	Iteration 0F: 3 clusters Score -1657618 nChanged 5646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -1660889.250000 Penalty: 4704.867676
	Iteration 1F: 3 clusters Score -1660889 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -1661532.875000 Penalty: 4704.867676
	Iteration 2F: 3 clusters Score -1661533 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -1662239.000000 Penalty: 4704.867676
	Iteration 3F: 3 clusters Score -1662239 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -1662935.750000 Penalty: 4704.867676
	Iteration 4F: 3 clusters Score -1662936 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -1663674.375000 Penalty: 4704.867676
	Iteration 5F: 3 clusters Score -1663674 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -1664498.750000 Penalty: 4704.867676
	Iteration 6F: 3 clusters Score -1664499 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 10041 members 
Entering Unmasked Estep 
Score: -1665354.875000 Penalty: 4704.867676
	Iteration 7F: 3 clusters Score -1665355 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 10296 members 
Entering Unmasked Estep 
Score: -1666045.875000 Penalty: 4704.867676
	Iteration 8Q: 3 clusters Score -1666046 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 10444 members 
Entering Unmasked Estep 
Score: -1666619.625000 Penalty: 4704.867676
	Iteration 9Q: 3 clusters Score -1666620 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 10476 members 
Entering Unmasked Estep 
Score: -1666879.750000 Penalty: 4704.867676
	Iteration 10Q: 3 clusters Score -1666880 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 10473 members 
Entering Unmasked Estep 
Score: -1666962.125000 Penalty: 4704.867676
	Iteration 11Q: 3 clusters Score -1666962 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 10456 members 
Entering Unmasked Estep 
Score: -1666991.500000 Penalty: 4704.867676
	Iteration 12Q: 3 clusters Score -1666992 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 10437 members 
Entering Unmasked Estep 
Score: -1667001.375000 Penalty: 4704.867676
	Iteration 13Q: 3 clusters Score -1667001 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 10424 members 
Entering Unmasked Estep 
Score: -1667009.375000 Penalty: 4704.867676
	Iteration 14Q: 3 clusters Score -1667009 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 10413 members 
Entering Unmasked Estep 
Score: -1667017.875000 Penalty: 4704.867676
	Iteration 15Q: 3 clusters Score -1667018 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 10399 members 
Entering Unmasked Estep 
Score: -1667015.500000 Penalty: 4704.867676
	Iteration 16Q: 3 clusters Score -1667016 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 10390 members 
Entering Unmasked Estep 
Score: -1667018.000000 Penalty: 4704.867676
	Iteration 17Q: 3 clusters Score -1667018 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 10381 members 
Entering Unmasked Estep 
Score: -1667023.000000 Penalty: 4704.867676
	Iteration 18Q: 3 clusters Score -1667023 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 10371 members 
Entering Unmasked Estep 
Score: -1667022.375000 Penalty: 4704.867676
	Iteration 19Q: 3 clusters Score -1667022 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 10365 members 
Entering Unmasked Estep 
Score: -1667023.375000 Penalty: 4704.867676
	Iteration 20F: 3 clusters Score -1667023 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 10363 members 
Entering Unmasked Estep 
Score: -1667024.500000 Penalty: 4704.867676
	Iteration 21Q: 3 clusters Score -1667024 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 10360 members 
Entering Unmasked Estep 
Score: -1667027.500000 Penalty: 4704.867676
	Iteration 22Q: 3 clusters Score -1667028 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 10356 members 
Entering Unmasked Estep 
Score: -1667028.125000 Penalty: 4704.867676
	Iteration 23Q: 3 clusters Score -1667028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 10354 members 
Entering Unmasked Estep 
Score: -1667029.625000 Penalty: 4704.867676
	Iteration 24Q: 3 clusters Score -1667030 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 10354 members 
Entering Unmasked Estep 
Score: -1667029.625000 Penalty: 4704.867676
	Iteration 25F: 3 clusters Score -1667030 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Entering Unmasked Estep 
Score: -50046.667969 Penalty: 1469.877686
	Iteration 0F: 2 clusters Score -50046.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -48890.460938 Penalty: 2939.755371
	Iteration 0F: 3 clusters Score -48890.46 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -49578.925781 Penalty: 2939.755371
	Iteration 1F: 3 clusters Score -49578.93 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -49877.402344 Penalty: 2939.755371
	Iteration 2F: 3 clusters Score -49877.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -50030.507812 Penalty: 2939.755371
	Iteration 3Q: 3 clusters Score -50030.51 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -50092.425781 Penalty: 2939.755371
	Iteration 4Q: 3 clusters Score -50092.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -50114.945312 Penalty: 2939.755371
	Iteration 5Q: 3 clusters Score -50114.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -50121.285156 Penalty: 2939.755371
	Iteration 6Q: 3 clusters Score -50121.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -50121.285156 Penalty: 2939.755371
	Iteration 7F: 3 clusters Score -50121.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 23072 members 
Mstep: Class 2 contains 7984 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 223912 members 
Mstep: Class 5 contains 4145 members 
Mstep: Class 6 contains 2321 members 
Mstep: Class 7 contains 9548 members 
Mstep: Class 8 contains 13865 members 
Mstep: Class 9 contains 7578 members 
Mstep: Class 10 contains 27338 members 
Mstep: Class 11 contains 11557 members 
Mstep: Class 12 contains 779 members 
Mstep: Class 13 contains 3274 members 
Mstep: Class 14 contains 36092 members 
Mstep: Class 15 contains 181891 members 
Mstep: Class 16 contains 23145 members 
Mstep: Class 17 contains 540 members 
Mstep: Class 18 contains 10577 members 
Mstep: Class 19 contains 164592 members 
Mstep: Class 20 contains 56074 members 
Mstep: Class 21 contains 2342 members 
Mstep: Class 22 contains 693 members 
Mstep: Class 23 contains 4376 members 
Mstep: Class 24 contains 3071 members 
Mstep: Class 25 contains 40354 members 
Mstep: Class 26 contains 59151 members 
Mstep: Class 27 contains 28742 members 
Mstep: Class 28 contains 470 members 
Mstep: Class 29 contains 45491 members 
Mstep: Class 30 contains 11167 members 
Mstep: Class 31 contains 6406 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8471 members 
Mstep: Class 34 contains 454 members 
Mstep: Class 35 contains 3385 members 
Mstep: Class 36 contains 8247 members 
Mstep: Class 37 contains 4442 members 
Mstep: Class 38 contains 417 members 
Mstep: Class 39 contains 1821 members 
Mstep: Class 40 contains 19197 members 
Mstep: Class 41 contains 422 members 
Mstep: Class 42 contains 3017 members 
Mstep: Class 43 contains 4335 members 
Mstep: Class 44 contains 2588 members 
Mstep: Class 45 contains 21078 members 
Mstep: Class 46 contains 13169 members 
Mstep: Class 47 contains 189 members 
Mstep: Class 48 contains 8288 members 
Mstep: Class 49 contains 26921 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 1022 members 
Mstep: Class 52 contains 524 members 
Mstep: Class 53 contains 3059 members 
Mstep: Class 54 contains 1654 members 
Mstep: Class 55 contains 4546 members 
Mstep: Class 56 contains 17151 members 
Mstep: Class 57 contains 610 members 
Mstep: Class 58 contains 402 members 
Mstep: Class 59 contains 587 members 
Mstep: Class 60 contains 4691 members 
Mstep: Class 61 contains 1716 members 
Mstep: Class 62 contains 1809 members 
Mstep: Class 63 contains 575 members 
Mstep: Class 64 contains 6847 members 
Mstep: Class 65 contains 534 members 
Mstep: Class 66 contains 680 members 
Mstep: Class 67 contains 2787 members 
Mstep: Class 68 contains 186 members 
Entering Unmasked Estep 
Score: -147532896.000000 Penalty: 235893.484375
Splitting cluster 47 changes total score from -147533744.000000 to -147532896.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 48 (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: -1048759.750000 Penalty: 2237.595947
	Iteration 0F: 2 clusters Score -1048760 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -1042217.437500 Penalty: 4475.191895
	Iteration 0F: 3 clusters Score -1042217 nChanged 3358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -1044116.000000 Penalty: 4475.191895
	Iteration 1F: 3 clusters Score -1044116 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -1044400.187500 Penalty: 4475.191895
	Iteration 2F: 3 clusters Score -1044400 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -1044598.875000 Penalty: 4475.191895
	Iteration 3Q: 3 clusters Score -1044599 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -1044774.312500 Penalty: 4475.191895
	Iteration 4Q: 3 clusters Score -1044774 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -1044942.562500 Penalty: 4475.191895
	Iteration 5Q: 3 clusters Score -1044943 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -1045143.125000 Penalty: 4475.191895
	Iteration 6Q: 3 clusters Score -1045143 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -1045385.312500 Penalty: 4475.191895
	Iteration 7Q: 3 clusters Score -1045385 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -1045627.000000 Penalty: 4475.191895
	Iteration 8Q: 3 clusters Score -1045627 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -1045866.125000 Penalty: 4475.191895
	Iteration 9Q: 3 clusters Score -1045866 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -1046087.625000 Penalty: 4475.191895
	Iteration 10Q: 3 clusters Score -1046088 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -1046276.500000 Penalty: 4475.191895
	Iteration 11Q: 3 clusters Score -1046276 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -1046440.312500 Penalty: 4475.191895
	Iteration 12Q: 3 clusters Score -1046440 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -1046584.937500 Penalty: 4475.191895
	Iteration 13Q: 3 clusters Score -1046585 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -1046721.937500 Penalty: 4475.191895
	Iteration 14Q: 3 clusters Score -1046722 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -1046831.000000 Penalty: 4475.191895
	Iteration 15Q: 3 clusters Score -1046831 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -1046928.187500 Penalty: 4475.191895
	Iteration 16Q: 3 clusters Score -1046928 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -1047017.937500 Penalty: 4475.191895
	Iteration 17Q: 3 clusters Score -1047018 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -1047095.250000 Penalty: 4475.191895
	Iteration 18Q: 3 clusters Score -1047095 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -1047170.312500 Penalty: 4475.191895
	Iteration 19Q: 3 clusters Score -1047170 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -1047229.625000 Penalty: 4475.191895
	Iteration 20F: 3 clusters Score -1047230 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -1047279.500000 Penalty: 4475.191895
	Iteration 21Q: 3 clusters Score -1047280 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -1047319.625000 Penalty: 4475.191895
	Iteration 22Q: 3 clusters Score -1047320 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -1047357.562500 Penalty: 4475.191895
	Iteration 23Q: 3 clusters Score -1047358 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -1047389.625000 Penalty: 4475.191895
	Iteration 24Q: 3 clusters Score -1047390 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -1047424.750000 Penalty: 4475.191895
	Iteration 25Q: 3 clusters Score -1047425 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -1047451.312500 Penalty: 4475.191895
	Iteration 26Q: 3 clusters Score -1047451 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -1047473.375000 Penalty: 4475.191895
	Iteration 27Q: 3 clusters Score -1047473 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -1047494.875000 Penalty: 4475.191895
	Iteration 28Q: 3 clusters Score -1047495 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -1047515.437500 Penalty: 4475.191895
	Iteration 29Q: 3 clusters Score -1047515 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -1047530.437500 Penalty: 4475.191895
	Iteration 30Q: 3 clusters Score -1047530 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -1047536.562500 Penalty: 4475.191895
	Iteration 31Q: 3 clusters Score -1047537 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -1047542.000000 Penalty: 4475.191895
	Iteration 32Q: 3 clusters Score -1047542 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -1047543.750000 Penalty: 4475.191895
	Iteration 33Q: 3 clusters Score -1047544 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -1047546.187500 Penalty: 4475.191895
	Iteration 34Q: 3 clusters Score -1047546 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -1047547.375000 Penalty: 4475.191895
	Iteration 35Q: 3 clusters Score -1047547 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -1047547.125000 Penalty: 4475.191895
	Iteration 36Q: 3 clusters Score -1047547 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -1047548.500000 Penalty: 4475.191895
	Iteration 37Q: 3 clusters Score -1047548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -1047548.375000 Penalty: 4475.191895
	Iteration 38Q: 3 clusters Score -1047548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -1047548.812500 Penalty: 4475.191895
	Iteration 39Q: 3 clusters Score -1047549 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -1047551.000000 Penalty: 4475.191895
	Iteration 40F: 3 clusters Score -1047551 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -1047550.375000 Penalty: 4475.191895
	Iteration 41Q: 3 clusters Score -1047550 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -1047550.937500 Penalty: 4475.191895
	Iteration 42Q: 3 clusters Score -1047551 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -1047551.312500 Penalty: 4475.191895
	Iteration 43Q: 3 clusters Score -1047551 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -1047551.312500 Penalty: 4475.191895
	Iteration 44F: 3 clusters Score -1047551 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (26921 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26921 members 
Entering Unmasked Estep 
Score: -3433255.500000 Penalty: 2529.764160
	Iteration 0F: 2 clusters Score -3433256 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13404 members 
Mstep: Class 2 contains 13517 members 
Entering Unmasked Estep 
Score: -3414704.000000 Penalty: 5059.528320
	Iteration 0F: 3 clusters Score -3414704 nChanged 11981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13001 members 
Mstep: Class 2 contains 13920 members 
Entering Unmasked Estep 
Score: -3421539.500000 Penalty: 5059.528320
	Iteration 1F: 3 clusters Score -3421540 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12765 members 
Mstep: Class 2 contains 14156 members 
Entering Unmasked Estep 
Score: -3422395.500000 Penalty: 5059.528320
	Iteration 2F: 3 clusters Score -3422396 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12487 members 
Mstep: Class 2 contains 14434 members 
Entering Unmasked Estep 
Score: -3423505.250000 Penalty: 5059.528320
	Iteration 3F: 3 clusters Score -3423505 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12104 members 
Mstep: Class 2 contains 14817 members 
Entering Unmasked Estep 
Score: -3424744.250000 Penalty: 5059.528320
	Iteration 4F: 3 clusters Score -3424744 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11714 members 
Mstep: Class 2 contains 15207 members 
Entering Unmasked Estep 
Score: -3425816.750000 Penalty: 5059.528320
	Iteration 5F: 3 clusters Score -3425817 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11329 members 
Mstep: Class 2 contains 15592 members 
Entering Unmasked Estep 
Score: -3426665.750000 Penalty: 5059.528320
	Iteration 6F: 3 clusters Score -3426666 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11002 members 
Mstep: Class 2 contains 15919 members 
Entering Unmasked Estep 
Score: -3427342.750000 Penalty: 5059.528320
	Iteration 7Q: 3 clusters Score -3427343 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10750 members 
Mstep: Class 2 contains 16171 members 
Entering Unmasked Estep 
Score: -3427850.750000 Penalty: 5059.528320
	Iteration 8Q: 3 clusters Score -3427851 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10561 members 
Mstep: Class 2 contains 16360 members 
Entering Unmasked Estep 
Score: -3428196.000000 Penalty: 5059.528320
	Iteration 9Q: 3 clusters Score -3428196 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10460 members 
Mstep: Class 2 contains 16461 members 
Entering Unmasked Estep 
Score: -3428417.250000 Penalty: 5059.528320
	Iteration 10Q: 3 clusters Score -3428417 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10382 members 
Mstep: Class 2 contains 16539 members 
Entering Unmasked Estep 
Score: -3428549.750000 Penalty: 5059.528320
	Iteration 11Q: 3 clusters Score -3428550 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10318 members 
Mstep: Class 2 contains 16603 members 
Entering Unmasked Estep 
Score: -3428645.000000 Penalty: 5059.528320
	Iteration 12Q: 3 clusters Score -3428645 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10292 members 
Mstep: Class 2 contains 16629 members 
Entering Unmasked Estep 
Score: -3428728.250000 Penalty: 5059.528320
	Iteration 13Q: 3 clusters Score -3428728 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10296 members 
Mstep: Class 2 contains 16625 members 
Entering Unmasked Estep 
Score: -3428770.750000 Penalty: 5059.528320
	Iteration 14Q: 3 clusters Score -3428771 nChanged 236
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10290 members 
Mstep: Class 2 contains 16631 members 
Entering Unmasked Estep 
Score: -3428810.000000 Penalty: 5059.528320
	Iteration 15Q: 3 clusters Score -3428810 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10276 members 
Mstep: Class 2 contains 16645 members 
Entering Unmasked Estep 
Score: -3428824.250000 Penalty: 5059.528320
	Iteration 16Q: 3 clusters Score -3428824 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10266 members 
Mstep: Class 2 contains 16655 members 
Entering Unmasked Estep 
Score: -3428832.000000 Penalty: 5059.528320
	Iteration 17Q: 3 clusters Score -3428832 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10272 members 
Mstep: Class 2 contains 16649 members 
Entering Unmasked Estep 
Score: -3428845.250000 Penalty: 5059.528320
	Iteration 18Q: 3 clusters Score -3428845 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 16639 members 
Entering Unmasked Estep 
Score: -3428856.250000 Penalty: 5059.528320
	Iteration 19Q: 3 clusters Score -3428856 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10308 members 
Mstep: Class 2 contains 16613 members 
Entering Unmasked Estep 
Score: -3428857.500000 Penalty: 5059.528320
	Iteration 20F: 3 clusters Score -3428858 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 16600 members 
Entering Unmasked Estep 
Score: -3428855.000000 Penalty: 5059.528320
	Iteration 21Q: 3 clusters Score -3428855 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10327 members 
Mstep: Class 2 contains 16594 members 
Entering Unmasked Estep 
Score: -3428859.500000 Penalty: 5059.528320
	Iteration 22Q: 3 clusters Score -3428860 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 16593 members 
Entering Unmasked Estep 
Score: -3428853.250000 Penalty: 5059.528320
	Iteration 23Q: 3 clusters Score -3428853 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10327 members 
Mstep: Class 2 contains 16594 members 
Entering Unmasked Estep 
Score: -3428857.000000 Penalty: 5059.528320
	Iteration 24Q: 3 clusters Score -3428857 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 16586 members 
Entering Unmasked Estep 
Score: -3428860.250000 Penalty: 5059.528320
	Iteration 25Q: 3 clusters Score -3428860 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10336 members 
Mstep: Class 2 contains 16585 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -3428858 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 16586 members 
Entering Unmasked Estep 
Score: -3428867.750000 Penalty: 5059.528320
	Iteration 27Q: 3 clusters Score -3428868 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 16589 members 
Entering Unmasked Estep 
Score: -3428869.000000 Penalty: 5059.528320
	Iteration 28Q: 3 clusters Score -3428869 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10334 members 
Mstep: Class 2 contains 16587 members 
Entering Unmasked Estep 
Score: -3428877.250000 Penalty: 5059.528320
	Iteration 29Q: 3 clusters Score -3428877 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 16582 members 
Entering Unmasked Estep 
Score: -3428877.000000 Penalty: 5059.528320
	Iteration 30Q: 3 clusters Score -3428877 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10337 members 
Mstep: Class 2 contains 16584 members 
Entering Unmasked Estep 
Score: -3428884.250000 Penalty: 5059.528320
	Iteration 31Q: 3 clusters Score -3428884 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 16582 members 
Entering Unmasked Estep 
Score: -3428889.500000 Penalty: 5059.528320
	Iteration 32Q: 3 clusters Score -3428890 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 16582 members 
Entering Unmasked Estep 
Score: -3428885.500000 Penalty: 5059.528320
	Iteration 33Q: 3 clusters Score -3428886 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 16579 members 
Entering Unmasked Estep 
Score: -3428884.750000 Penalty: 5059.528320
	Iteration 34Q: 3 clusters Score -3428885 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10341 members 
Mstep: Class 2 contains 16580 members 
Entering Unmasked Estep 
Score: -3428883.250000 Penalty: 5059.528320
	Iteration 35Q: 3 clusters Score -3428883 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10336 members 
Mstep: Class 2 contains 16585 members 
Entering Unmasked Estep 
Score: -3428887.000000 Penalty: 5059.528320
	Iteration 36Q: 3 clusters Score -3428887 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 16582 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -3428885 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10340 members 
Mstep: Class 2 contains 16581 members 
Entering Unmasked Estep 
Score: -3428883.750000 Penalty: 5059.528320
	Iteration 38Q: 3 clusters Score -3428884 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10345 members 
Mstep: Class 2 contains 16576 members 
Entering Unmasked Estep 
Score: -3428886.250000 Penalty: 5059.528320
	Iteration 39Q: 3 clusters Score -3428886 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10351 members 
Mstep: Class 2 contains 16570 members 
Entering Unmasked Estep 
Score: -3428885.500000 Penalty: 5059.528320
	Iteration 40F: 3 clusters Score -3428886 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 16569 members 
Entering Unmasked Estep 
Score: -3428882.750000 Penalty: 5059.528320
	Iteration 41Q: 3 clusters Score -3428883 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10353 members 
Mstep: Class 2 contains 16568 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -3428887 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10355 members 
Mstep: Class 2 contains 16566 members 
Entering Unmasked Estep 
Score: -3428886.250000 Penalty: 5059.528320
	Iteration 43Q: 3 clusters Score -3428886 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10358 members 
Mstep: Class 2 contains 16563 members 
Entering Unmasked Estep 
Score: -3428891.500000 Penalty: 5059.528320
	Iteration 44Q: 3 clusters Score -3428892 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Mstep: Class 2 contains 16561 members 
Entering Unmasked Estep 
Score: -3428891.250000 Penalty: 5059.528320
	Iteration 45Q: 3 clusters Score -3428891 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10363 members 
Mstep: Class 2 contains 16558 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -3428893 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10366 members 
Mstep: Class 2 contains 16555 members 
Entering Unmasked Estep 
Score: -3428890.000000 Penalty: 5059.528320
	Iteration 47Q: 3 clusters Score -3428890 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 16552 members 
Entering Unmasked Estep 
Score: -3428890.250000 Penalty: 5059.528320
	Iteration 48Q: 3 clusters Score -3428890 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10370 members 
Mstep: Class 2 contains 16551 members 
Entering Unmasked Estep 
Score: -3428885.750000 Penalty: 5059.528320
	Iteration 49Q: 3 clusters Score -3428886 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10374 members 
Mstep: Class 2 contains 16547 members 
Entering Unmasked Estep 
Score: -3428890.000000 Penalty: 5059.528320
	Iteration 50Q: 3 clusters Score -3428890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10376 members 
Mstep: Class 2 contains 16545 members 
Entering Unmasked Estep 
Score: -3428892.750000 Penalty: 5059.528320
	Iteration 51Q: 3 clusters Score -3428893 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10377 members 
Mstep: Class 2 contains 16544 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -3428890 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10379 members 
Mstep: Class 2 contains 16542 members 
Entering Unmasked Estep 
Score: -3428893.000000 Penalty: 5059.528320
	Iteration 53Q: 3 clusters Score -3428893 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10386 members 
Mstep: Class 2 contains 16535 members 
Entering Unmasked Estep 
Score: -3428890.500000 Penalty: 5059.528320
	Iteration 54Q: 3 clusters Score -3428890 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10395 members 
Mstep: Class 2 contains 16526 members 
Entering Unmasked Estep 
Score: -3428891.500000 Penalty: 5059.528320
	Iteration 55Q: 3 clusters Score -3428892 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10402 members 
Mstep: Class 2 contains 16519 members 
Entering Unmasked Estep 
Score: -3428899.500000 Penalty: 5059.528320
	Iteration 56Q: 3 clusters Score -3428900 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10413 members 
Mstep: Class 2 contains 16508 members 
Entering Unmasked Estep 
Score: -3428899.250000 Penalty: 5059.528320
	Iteration 57Q: 3 clusters Score -3428899 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10420 members 
Mstep: Class 2 contains 16501 members 
Entering Unmasked Estep 
Score: -3428897.750000 Penalty: 5059.528320
	Iteration 58Q: 3 clusters Score -3428898 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10427 members 
Mstep: Class 2 contains 16494 members 
Entering Unmasked Estep 
Score: -3428893.000000 Penalty: 5059.528320
	Iteration 59Q: 3 clusters Score -3428893 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10434 members 
Mstep: Class 2 contains 16487 members 
Entering Unmasked Estep 
Score: -3428896.750000 Penalty: 5059.528320
	Iteration 60F: 3 clusters Score -3428897 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 16474 members 
Entering Unmasked Estep 
Score: -3428895.000000 Penalty: 5059.528320
	Iteration 61Q: 3 clusters Score -3428895 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10461 members 
Mstep: Class 2 contains 16460 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -3428893 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10474 members 
Mstep: Class 2 contains 16447 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -3428895 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10484 members 
Mstep: Class 2 contains 16437 members 
Entering Unmasked Estep 
Score: -3428896.500000 Penalty: 5059.528320
	Iteration 64Q: 3 clusters Score -3428896 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10495 members 
Mstep: Class 2 contains 16426 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -3428896 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10519 members 
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Entering Unmasked Estep 
Score: -3428901.750000 Penalty: 5059.528320
	Iteration 66Q: 3 clusters Score -3428902 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10536 members 
Mstep: Class 2 contains 16385 members 
Entering Unmasked Estep 
Score: -3428901.250000 Penalty: 5059.528320
	Iteration 67Q: 3 clusters Score -3428901 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10552 members 
Mstep: Class 2 contains 16369 members 
Entering Unmasked Estep 
Score: -3428904.000000 Penalty: 5059.528320
	Iteration 68Q: 3 clusters Score -3428904 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10569 members 
Mstep: Class 2 contains 16352 members 
Entering Unmasked Estep 
Score: -3428908.500000 Penalty: 5059.528320
	Iteration 69Q: 3 clusters Score -3428908 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10584 members 
Mstep: Class 2 contains 16337 members 
Entering Unmasked Estep 
Score: -3428911.500000 Penalty: 5059.528320
	Iteration 70Q: 3 clusters Score -3428912 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10599 members 
Mstep: Class 2 contains 16322 members 
Entering Unmasked Estep 
Score: -3428907.750000 Penalty: 5059.528320
	Iteration 71Q: 3 clusters Score -3428908 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10618 members 
Mstep: Class 2 contains 16303 members 
Entering Unmasked Estep 
Score: -3428914.500000 Penalty: 5059.528320
	Iteration 72Q: 3 clusters Score -3428914 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10638 members 
Mstep: Class 2 contains 16283 members 
Entering Unmasked Estep 
Score: -3428918.500000 Penalty: 5059.528320
	Iteration 73Q: 3 clusters Score -3428918 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10661 members 
Mstep: Class 2 contains 16260 members 
Entering Unmasked Estep 
Score: -3428923.750000 Penalty: 5059.528320
	Iteration 74Q: 3 clusters Score -3428924 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10685 members 
Mstep: Class 2 contains 16236 members 
Entering Unmasked Estep 
Score: -3428923.500000 Penalty: 5059.528320
	Iteration 75Q: 3 clusters Score -3428924 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10706 members 
Mstep: Class 2 contains 16215 members 
Entering Unmasked Estep 
Score: -3428930.500000 Penalty: 5059.528320
	Iteration 76Q: 3 clusters Score -3428930 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10730 members 
Mstep: Class 2 contains 16191 members 
Entering Unmasked Estep 
Score: -3428935.750000 Penalty: 5059.528320
	Iteration 77Q: 3 clusters Score -3428936 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 16165 members 
Entering Unmasked Estep 
Score: -3428933.000000 Penalty: 5059.528320
	Iteration 78Q: 3 clusters Score -3428933 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10775 members 
Mstep: Class 2 contains 16146 members 
Entering Unmasked Estep 
Score: -3428940.750000 Penalty: 5059.528320
	Iteration 79Q: 3 clusters Score -3428941 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 16126 members 
Entering Unmasked Estep 
Score: -3428934.000000 Penalty: 5059.528320
	Iteration 80F: 3 clusters Score -3428934 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10811 members 
Mstep: Class 2 contains 16110 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -3428934 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10836 members 
Mstep: Class 2 contains 16085 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -3428935 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10863 members 
Mstep: Class 2 contains 16058 members 
Entering Unmasked Estep 
Score: -3428937.000000 Penalty: 5059.528320
	Iteration 83Q: 3 clusters Score -3428937 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10879 members 
Mstep: Class 2 contains 16042 members 
Entering Unmasked Estep 
Score: -3428938.500000 Penalty: 5059.528320
	Iteration 84Q: 3 clusters Score -3428938 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 16023 members 
Entering Unmasked Estep 
Score: -3428946.500000 Penalty: 5059.528320
	Iteration 85Q: 3 clusters Score -3428946 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10920 members 
Mstep: Class 2 contains 16001 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -3428946 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10943 members 
Mstep: Class 2 contains 15978 members 
Entering Unmasked Estep 
Score: -3428951.250000 Penalty: 5059.528320
	Iteration 87Q: 3 clusters Score -3428951 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10960 members 
Mstep: Class 2 contains 15961 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -3428951 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10969 members 
Mstep: Class 2 contains 15952 members 
Entering Unmasked Estep 
Score: -3428959.000000 Penalty: 5059.528320
	Iteration 89Q: 3 clusters Score -3428959 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10978 members 
Mstep: Class 2 contains 15943 members 
Entering Unmasked Estep 
Score: -3428963.500000 Penalty: 5059.528320
	Iteration 90Q: 3 clusters Score -3428964 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10984 members 
Mstep: Class 2 contains 15937 members 
Entering Unmasked Estep 
Score: -3428956.500000 Penalty: 5059.528320
	Iteration 91Q: 3 clusters Score -3428956 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10997 members 
Mstep: Class 2 contains 15924 members 
Entering Unmasked Estep 
Score: -3428955.250000 Penalty: 5059.528320
	Iteration 92Q: 3 clusters Score -3428955 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11010 members 
Mstep: Class 2 contains 15911 members 
Entering Unmasked Estep 
Score: -3428962.750000 Penalty: 5059.528320
	Iteration 93Q: 3 clusters Score -3428963 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11027 members 
Mstep: Class 2 contains 15894 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -3428955 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11051 members 
Mstep: Class 2 contains 15870 members 
Entering Unmasked Estep 
Score: -3428961.250000 Penalty: 5059.528320
	Iteration 95Q: 3 clusters Score -3428961 nChanged 27
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Mstep: Class 1 contains 11068 members 
Mstep: Class 2 contains 15853 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -3428968 nChanged 27
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Mstep: Class 1 contains 11095 members 
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -3428962 nChanged 33
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11124 members 
Mstep: Class 2 contains 15797 members 
Entering Unmasked Estep 
Score: -3428949.750000 Penalty: 5059.528320
	Iteration 98Q: 3 clusters Score -3428950 nChanged 33
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11147 members 
Mstep: Class 2 contains 15774 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -3428963 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11192 members 
Mstep: Class 2 contains 15729 members 
Entering Unmasked Estep 
Score: -3428973.500000 Penalty: 5059.528320
	Iteration 100F: 3 clusters Score -3428974 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11238 members 
Mstep: Class 2 contains 15683 members 
Entering Unmasked Estep 
Score: -3428982.250000 Penalty: 5059.528320
	Iteration 101Q: 3 clusters Score -3428982 nChanged 62
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11296 members 
Mstep: Class 2 contains 15625 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -3428987 nChanged 68
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Mstep: Class 1 contains 11360 members 
Mstep: Class 2 contains 15561 members 
Entering Unmasked Estep 
Score: -3428984.750000 Penalty: 5059.528320
	Iteration 103Q: 3 clusters Score -3428985 nChanged 80
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11434 members 
Mstep: Class 2 contains 15487 members 
Entering Unmasked Estep 
Score: -3429008.500000 Penalty: 5059.528320
	Iteration 104Q: 3 clusters Score -3429008 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11494 members 
Mstep: Class 2 contains 15427 members 
Entering Unmasked Estep 
Score: -3429018.250000 Penalty: 5059.528320
	Iteration 105Q: 3 clusters Score -3429018 nChanged 78
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Mstep: Class 1 contains 11566 members 
Mstep: Class 2 contains 15355 members 
Entering Unmasked Estep 
Score: -3429024.250000 Penalty: 5059.528320
	Iteration 106Q: 3 clusters Score -3429024 nChanged 77
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11641 members 
Mstep: Class 2 contains 15280 members 
Entering Unmasked Estep 
Score: -3429033.250000 Penalty: 5059.528320
	Iteration 107Q: 3 clusters Score -3429033 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11726 members 
Mstep: Class 2 contains 15195 members 
Entering Unmasked Estep 
Score: -3429047.250000 Penalty: 5059.528320
	Iteration 108Q: 3 clusters Score -3429047 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11836 members 
Mstep: Class 2 contains 15085 members 
Entering Unmasked Estep 
Score: -3429059.750000 Penalty: 5059.528320
	Iteration 109Q: 3 clusters Score -3429060 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11953 members 
Mstep: Class 2 contains 14968 members 
Entering Unmasked Estep 
Score: -3429083.500000 Penalty: 5059.528320
	Iteration 110Q: 3 clusters Score -3429084 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12083 members 
Mstep: Class 2 contains 14838 members 
Entering Unmasked Estep 
Score: -3429104.000000 Penalty: 5059.528320
	Iteration 111Q: 3 clusters Score -3429104 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12244 members 
Mstep: Class 2 contains 14677 members 
Entering Unmasked Estep 
Score: -3429125.000000 Penalty: 5059.528320
	Iteration 112Q: 3 clusters Score -3429125 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12405 members 
Mstep: Class 2 contains 14516 members 
Entering Unmasked Estep 
Score: -3429133.000000 Penalty: 5059.528320
	Iteration 113Q: 3 clusters Score -3429133 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12600 members 
Mstep: Class 2 contains 14321 members 
Entering Unmasked Estep 
Score: -3429176.250000 Penalty: 5059.528320
	Iteration 114Q: 3 clusters Score -3429176 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12821 members 
Mstep: Class 2 contains 14100 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -3429219 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13073 members 
Mstep: Class 2 contains 13848 members 
Entering Unmasked Estep 
Score: -3429281.500000 Penalty: 5059.528320
	Iteration 116Q: 3 clusters Score -3429282 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13361 members 
Mstep: Class 2 contains 13560 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -3429338 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13656 members 
Mstep: Class 2 contains 13265 members 
Entering Unmasked Estep 
Score: -3429400.750000 Penalty: 5059.528320
	Iteration 118Q: 3 clusters Score -3429401 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13999 members 
Mstep: Class 2 contains 12922 members 
Entering Unmasked Estep 
Score: -3429521.750000 Penalty: 5059.528320
	Iteration 119Q: 3 clusters Score -3429522 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14391 members 
Mstep: Class 2 contains 12530 members 
Entering Unmasked Estep 
Score: -3429625.750000 Penalty: 5059.528320
	Iteration 120F: 3 clusters Score -3429626 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14800 members 
Mstep: Class 2 contains 12121 members 
Entering Unmasked Estep 
Score: -3429769.750000 Penalty: 5059.528320
	Iteration 121Q: 3 clusters Score -3429770 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15251 members 
Mstep: Class 2 contains 11670 members 
Entering Unmasked Estep 
Score: -3429905.750000 Penalty: 5059.528320
	Iteration 122Q: 3 clusters Score -3429906 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15718 members 
Mstep: Class 2 contains 11203 members 
Entering Unmasked Estep 
Score: -3430076.750000 Penalty: 5059.528320
	Iteration 123Q: 3 clusters Score -3430077 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16195 members 
Mstep: Class 2 contains 10726 members 
Entering Unmasked Estep 
Score: -3430251.250000 Penalty: 5059.528320
	Iteration 124Q: 3 clusters Score -3430251 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16712 members 
Mstep: Class 2 contains 10209 members 
Entering Unmasked Estep 
Score: -3430466.500000 Penalty: 5059.528320
	Iteration 125Q: 3 clusters Score -3430466 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17219 members 
Mstep: Class 2 contains 9702 members 
Entering Unmasked Estep 
Score: -3430659.500000 Penalty: 5059.528320
	Iteration 126Q: 3 clusters Score -3430660 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17747 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
Score: -3430892.000000 Penalty: 5059.528320
	Iteration 127Q: 3 clusters Score -3430892 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18284 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
Score: -3431132.250000 Penalty: 5059.528320
	Iteration 128Q: 3 clusters Score -3431132 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18775 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -3431337.500000 Penalty: 5059.528320
	Iteration 129Q: 3 clusters Score -3431338 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19200 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -3431490.250000 Penalty: 5059.528320
	Iteration 130Q: 3 clusters Score -3431490 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19584 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -3431612.750000 Penalty: 5059.528320
	Iteration 131Q: 3 clusters Score -3431613 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19904 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -3431712.500000 Penalty: 5059.528320
	Iteration 132Q: 3 clusters Score -3431712 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20203 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -3431786.500000 Penalty: 5059.528320
	Iteration 133Q: 3 clusters Score -3431786 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20457 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -3431858.750000 Penalty: 5059.528320
	Iteration 134Q: 3 clusters Score -3431859 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20698 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -3431913.250000 Penalty: 5059.528320
	Iteration 135Q: 3 clusters Score -3431913 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20903 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -3431970.500000 Penalty: 5059.528320
	Iteration 136Q: 3 clusters Score -3431970 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21094 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -3432010.500000 Penalty: 5059.528320
	Iteration 137Q: 3 clusters Score -3432010 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21270 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -3432043.500000 Penalty: 5059.528320
	Iteration 138Q: 3 clusters Score -3432044 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21435 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -3432075.750000 Penalty: 5059.528320
	Iteration 139Q: 3 clusters Score -3432076 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21556 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -3432100.500000 Penalty: 5059.528320
	Iteration 140F: 3 clusters Score -3432100 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21661 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -3432130.250000 Penalty: 5059.528320
	Iteration 141Q: 3 clusters Score -3432130 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21765 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -3432143.500000 Penalty: 5059.528320
	Iteration 142Q: 3 clusters Score -3432144 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21874 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -3432166.500000 Penalty: 5059.528320
	Iteration 143Q: 3 clusters Score -3432166 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21985 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -3432186.500000 Penalty: 5059.528320
	Iteration 144Q: 3 clusters Score -3432186 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22085 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -3432199.750000 Penalty: 5059.528320
	Iteration 145Q: 3 clusters Score -3432200 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22170 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -3432206.250000 Penalty: 5059.528320
	Iteration 146Q: 3 clusters Score -3432206 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22242 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -3432228.000000 Penalty: 5059.528320
	Iteration 147Q: 3 clusters Score -3432228 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22298 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -3432228.250000 Penalty: 5059.528320
	Iteration 148Q: 3 clusters Score -3432228 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22351 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -3432237.000000 Penalty: 5059.528320
	Iteration 149Q: 3 clusters Score -3432237 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22396 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -3432236.250000 Penalty: 5059.528320
	Iteration 150Q: 3 clusters Score -3432236 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22436 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -3432239.500000 Penalty: 5059.528320
	Iteration 151Q: 3 clusters Score -3432240 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22477 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -3432244.500000 Penalty: 5059.528320
	Iteration 152Q: 3 clusters Score -3432244 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22526 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -3432253.250000 Penalty: 5059.528320
	Iteration 153Q: 3 clusters Score -3432253 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22568 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -3432265.000000 Penalty: 5059.528320
	Iteration 154Q: 3 clusters Score -3432265 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22605 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -3432264.000000 Penalty: 5059.528320
	Iteration 155Q: 3 clusters Score -3432264 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22640 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -3432280.750000 Penalty: 5059.528320
	Iteration 156Q: 3 clusters Score -3432281 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22672 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -3432283.000000 Penalty: 5059.528320
	Iteration 157Q: 3 clusters Score -3432283 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22702 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -3432288.500000 Penalty: 5059.528320
	Iteration 158Q: 3 clusters Score -3432288 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22735 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -3432283.750000 Penalty: 5059.528320
	Iteration 159Q: 3 clusters Score -3432284 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22758 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -3432288.750000 Penalty: 5059.528320
	Iteration 160F: 3 clusters Score -3432289 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22785 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -3432294.000000 Penalty: 5059.528320
	Iteration 161Q: 3 clusters Score -3432294 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22809 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -3432296.250000 Penalty: 5059.528320
	Iteration 162Q: 3 clusters Score -3432296 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22830 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -3432308.000000 Penalty: 5059.528320
	Iteration 163Q: 3 clusters Score -3432308 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22844 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -3432304.500000 Penalty: 5059.528320
	Iteration 164Q: 3 clusters Score -3432304 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22862 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -3432307.000000 Penalty: 5059.528320
	Iteration 165Q: 3 clusters Score -3432307 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22882 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -3432313.500000 Penalty: 5059.528320
	Iteration 166Q: 3 clusters Score -3432314 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22898 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -3432316.500000 Penalty: 5059.528320
	Iteration 167Q: 3 clusters Score -3432316 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22909 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -3432314.750000 Penalty: 5059.528320
	Iteration 168Q: 3 clusters Score -3432315 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22919 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -3432316.500000 Penalty: 5059.528320
	Iteration 169Q: 3 clusters Score -3432316 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22936 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -3432319.500000 Penalty: 5059.528320
	Iteration 170Q: 3 clusters Score -3432320 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22951 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -3432323.500000 Penalty: 5059.528320
	Iteration 171Q: 3 clusters Score -3432324 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22960 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -3432318.750000 Penalty: 5059.528320
	Iteration 172Q: 3 clusters Score -3432319 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22971 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -3432315.750000 Penalty: 5059.528320
	Iteration 173Q: 3 clusters Score -3432316 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22977 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -3432317.000000 Penalty: 5059.528320
	Iteration 174Q: 3 clusters Score -3432317 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22985 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -3432318.750000 Penalty: 5059.528320
	Iteration 175Q: 3 clusters Score -3432319 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22990 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -3432318.750000 Penalty: 5059.528320
	Iteration 176Q: 3 clusters Score -3432319 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23003 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -3432315.500000 Penalty: 5059.528320
	Iteration 177Q: 3 clusters Score -3432316 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23012 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -3432320.000000 Penalty: 5059.528320
	Iteration 178Q: 3 clusters Score -3432320 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23022 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -3432328.250000 Penalty: 5059.528320
	Iteration 179Q: 3 clusters Score -3432328 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23035 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -3432317.750000 Penalty: 5059.528320
	Iteration 180F: 3 clusters Score -3432318 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23048 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -3432318.250000 Penalty: 5059.528320
	Iteration 181Q: 3 clusters Score -3432318 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23055 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -3432320.500000 Penalty: 5059.528320
	Iteration 182Q: 3 clusters Score -3432320 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23064 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -3432324.000000 Penalty: 5059.528320
	Iteration 183Q: 3 clusters Score -3432324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23068 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -3432323.000000 Penalty: 5059.528320
	Iteration 184Q: 3 clusters Score -3432323 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23069 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -3432328.500000 Penalty: 5059.528320
	Iteration 185Q: 3 clusters Score -3432328 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23075 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -3432322.500000 Penalty: 5059.528320
	Iteration 186Q: 3 clusters Score -3432322 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23077 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -3432320.500000 Penalty: 5059.528320
	Iteration 187Q: 3 clusters Score -3432320 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23081 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -3432325.750000 Penalty: 5059.528320
	Iteration 188Q: 3 clusters Score -3432326 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23084 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -3432325.750000 Penalty: 5059.528320
	Iteration 189Q: 3 clusters Score -3432326 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23087 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -3432323.250000 Penalty: 5059.528320
	Iteration 190Q: 3 clusters Score -3432323 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23090 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -3432323.000000 Penalty: 5059.528320
	Iteration 191Q: 3 clusters Score -3432323 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23091 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -3432325.000000 Penalty: 5059.528320
	Iteration 192Q: 3 clusters Score -3432325 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23092 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -3432324.250000 Penalty: 5059.528320
	Iteration 193Q: 3 clusters Score -3432324 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23092 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -3432324.250000 Penalty: 5059.528320
	Iteration 194F: 3 clusters Score -3432324 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Entering Unmasked Estep 
Score: -20891.148438 Penalty: 1394.756348
	Iteration 0F: 2 clusters Score -20891.15 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 128 members 
Entering Unmasked Estep 
Score: -19864.546875 Penalty: 2789.512695
	Iteration 0F: 3 clusters Score -19864.55 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -20091.591797 Penalty: 2789.512695
	Iteration 1F: 3 clusters Score -20091.59 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -20208.000000 Penalty: 2789.512695
	Iteration 2F: 3 clusters Score -20208 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -20477.085938 Penalty: 2789.512695
	Iteration 3F: 3 clusters Score -20477.09 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -20692.509766 Penalty: 2789.512695
	Iteration 4Q: 3 clusters Score -20692.51 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -21090.992188 Penalty: 2789.512695
	Iteration 5F: 3 clusters Score -21090.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -21143.091797 Penalty: 2789.512695
	Iteration 6Q: 3 clusters Score -21143.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -21146.390625 Penalty: 2789.512695
	Iteration 7Q: 3 clusters Score -21146.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -21146.390625 Penalty: 2789.512695
	Iteration 8F: 3 clusters Score -21146.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 23072 members 
Mstep: Class 2 contains 7984 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 223912 members 
Mstep: Class 5 contains 4145 members 
Mstep: Class 6 contains 2321 members 
Mstep: Class 7 contains 9548 members 
Mstep: Class 8 contains 13865 members 
Mstep: Class 9 contains 7578 members 
Mstep: Class 10 contains 27338 members 
Mstep: Class 11 contains 11557 members 
Mstep: Class 12 contains 779 members 
Mstep: Class 13 contains 3274 members 
Mstep: Class 14 contains 36092 members 
Mstep: Class 15 contains 181891 members 
Mstep: Class 16 contains 23145 members 
Mstep: Class 17 contains 540 members 
Mstep: Class 18 contains 10577 members 
Mstep: Class 19 contains 164592 members 
Mstep: Class 20 contains 56074 members 
Mstep: Class 21 contains 2342 members 
Mstep: Class 22 contains 693 members 
Mstep: Class 23 contains 4376 members 
Mstep: Class 24 contains 3071 members 
Mstep: Class 25 contains 40354 members 
Mstep: Class 26 contains 59151 members 
Mstep: Class 27 contains 28742 members 
Mstep: Class 28 contains 470 members 
Mstep: Class 29 contains 45491 members 
Mstep: Class 30 contains 11167 members 
Mstep: Class 31 contains 6406 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8471 members 
Mstep: Class 34 contains 454 members 
Mstep: Class 35 contains 3385 members 
Mstep: Class 36 contains 8247 members 
Mstep: Class 37 contains 4442 members 
Mstep: Class 38 contains 417 members 
Mstep: Class 39 contains 1821 members 
Mstep: Class 40 contains 19197 members 
Mstep: Class 41 contains 422 members 
Mstep: Class 42 contains 3017 members 
Mstep: Class 43 contains 4335 members 
Mstep: Class 44 contains 2588 members 
Mstep: Class 45 contains 21078 members 
Mstep: Class 46 contains 13169 members 
Mstep: Class 47 contains 375 members 
Mstep: Class 48 contains 8288 members 
Mstep: Class 49 contains 26921 members 
Mstep: Class 50 contains 218 members 
Mstep: Class 51 contains 1022 members 
Mstep: Class 52 contains 524 members 
Mstep: Class 53 contains 3059 members 
Mstep: Class 54 contains 1654 members 
Mstep: Class 55 contains 4546 members 
Mstep: Class 56 contains 17151 members 
Mstep: Class 57 contains 610 members 
Mstep: Class 58 contains 402 members 
Mstep: Class 59 contains 587 members 
Mstep: Class 60 contains 4691 members 
Mstep: Class 61 contains 1716 members 
Mstep: Class 62 contains 1809 members 
Mstep: Class 63 contains 575 members 
Mstep: Class 64 contains 6847 members 
Mstep: Class 65 contains 534 members 
Mstep: Class 66 contains 680 members 
Mstep: Class 67 contains 2787 members 
Mstep: Class 68 contains 59 members 
Entering Unmasked Estep 
Score: -147532928.000000 Penalty: 235893.484375
Splitting cluster 50 changes total score from -147533744.000000 to -147532928.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 51 (1022 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Entering Unmasked Estep 
Score: -147023.609375 Penalty: 1718.520142
	Iteration 0F: 2 clusters Score -147023.6 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 527 members 
Entering Unmasked Estep 
Score: -145317.593750 Penalty: 3437.040283
	Iteration 0F: 3 clusters Score -145317.6 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -146264.968750 Penalty: 3437.040283
	Iteration 1F: 3 clusters Score -146265 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -146630.875000 Penalty: 3437.040283
	Iteration 2F: 3 clusters Score -146630.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -146880.468750 Penalty: 3437.040283
	Iteration 3F: 3 clusters Score -146880.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -147134.609375 Penalty: 3437.040283
	Iteration 4Q: 3 clusters Score -147134.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -147170.843750 Penalty: 3437.040283
	Iteration 5Q: 3 clusters Score -147170.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -147200.171875 Penalty: 3437.040283
	Iteration 6Q: 3 clusters Score -147200.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -147241.687500 Penalty: 3437.040283
	Iteration 7Q: 3 clusters Score -147241.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -147253.796875 Penalty: 3437.040283
	Iteration 8Q: 3 clusters Score -147253.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -147257.656250 Penalty: 3437.040283
	Iteration 9Q: 3 clusters Score -147257.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -147257.656250 Penalty: 3437.040283
	Iteration 10F: 3 clusters Score -147257.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 23072 members 
Mstep: Class 2 contains 7984 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 223912 members 
Mstep: Class 5 contains 4145 members 
Mstep: Class 6 contains 2321 members 
Mstep: Class 7 contains 9548 members 
Mstep: Class 8 contains 13865 members 
Mstep: Class 9 contains 7578 members 
Mstep: Class 10 contains 27338 members 
Mstep: Class 11 contains 11557 members 
Mstep: Class 12 contains 779 members 
Mstep: Class 13 contains 3274 members 
Mstep: Class 14 contains 36092 members 
Mstep: Class 15 contains 181891 members 
Mstep: Class 16 contains 23145 members 
Mstep: Class 17 contains 540 members 
Mstep: Class 18 contains 10577 members 
Mstep: Class 19 contains 164592 members 
Mstep: Class 20 contains 56074 members 
Mstep: Class 21 contains 2342 members 
Mstep: Class 22 contains 693 members 
Mstep: Class 23 contains 4376 members 
Mstep: Class 24 contains 3071 members 
Mstep: Class 25 contains 40354 members 
Mstep: Class 26 contains 59151 members 
Mstep: Class 27 contains 28742 members 
Mstep: Class 28 contains 470 members 
Mstep: Class 29 contains 45491 members 
Mstep: Class 30 contains 11167 members 
Mstep: Class 31 contains 6406 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8471 members 
Mstep: Class 34 contains 454 members 
Mstep: Class 35 contains 3385 members 
Mstep: Class 36 contains 8247 members 
Mstep: Class 37 contains 4442 members 
Mstep: Class 38 contains 417 members 
Mstep: Class 39 contains 1821 members 
Mstep: Class 40 contains 19197 members 
Mstep: Class 41 contains 422 members 
Mstep: Class 42 contains 3017 members 
Mstep: Class 43 contains 4335 members 
Mstep: Class 44 contains 2588 members 
Mstep: Class 45 contains 21078 members 
Mstep: Class 46 contains 13169 members 
Mstep: Class 47 contains 375 members 
Mstep: Class 48 contains 8288 members 
Mstep: Class 49 contains 26921 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 414 members 
Mstep: Class 52 contains 524 members 
Mstep: Class 53 contains 3059 members 
Mstep: Class 54 contains 1654 members 
Mstep: Class 55 contains 4546 members 
Mstep: Class 56 contains 17151 members 
Mstep: Class 57 contains 610 members 
Mstep: Class 58 contains 402 members 
Mstep: Class 59 contains 587 members 
Mstep: Class 60 contains 4691 members 
Mstep: Class 61 contains 1716 members 
Mstep: Class 62 contains 1809 members 
Mstep: Class 63 contains 575 members 
Mstep: Class 64 contains 6847 members 
Mstep: Class 65 contains 534 members 
Mstep: Class 66 contains 680 members 
Mstep: Class 67 contains 2787 members 
Mstep: Class 68 contains 608 members 
Entering Unmasked Estep 
Score: -147533344.000000 Penalty: 235893.484375
Splitting cluster 51 changes total score from -147533744.000000 to -147533344.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 52 (524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Entering Unmasked Estep 
Score: -65593.796875 Penalty: 1552.849976
	Iteration 0F: 2 clusters Score -65593.8 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 280 members 
Entering Unmasked Estep 
Score: -64299.937500 Penalty: 3105.699951
	Iteration 0F: 3 clusters Score -64299.94 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -65198.394531 Penalty: 3105.699951
	Iteration 1F: 3 clusters Score -65198.39 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -65946.585938 Penalty: 3105.699951
	Iteration 2F: 3 clusters Score -65946.59 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -66433.218750 Penalty: 3105.699951
	Iteration 3F: 3 clusters Score -66433.22 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -66619.273438 Penalty: 3105.699951
	Iteration 4Q: 3 clusters Score -66619.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -66680.039062 Penalty: 3105.699951
	Iteration 5Q: 3 clusters Score -66680.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -66737.468750 Penalty: 3105.699951
	Iteration 6Q: 3 clusters Score -66737.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -66751.765625 Penalty: 3105.699951
	Iteration 7Q: 3 clusters Score -66751.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -66752.000000 Penalty: 3105.699951
	Iteration 8Q: 3 clusters Score -66752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -66757.609375 Penalty: 3105.699951
	Iteration 9Q: 3 clusters Score -66757.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -66765.203125 Penalty: 3105.699951
	Iteration 10Q: 3 clusters Score -66765.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -66765.203125 Penalty: 3105.699951
	Iteration 11F: 3 clusters Score -66765.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 23072 members 
Mstep: Class 2 contains 7984 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 223912 members 
Mstep: Class 5 contains 4145 members 
Mstep: Class 6 contains 2321 members 
Mstep: Class 7 contains 9548 members 
Mstep: Class 8 contains 13865 members 
Mstep: Class 9 contains 7578 members 
Mstep: Class 10 contains 27338 members 
Mstep: Class 11 contains 11557 members 
Mstep: Class 12 contains 779 members 
Mstep: Class 13 contains 3274 members 
Mstep: Class 14 contains 36092 members 
Mstep: Class 15 contains 181891 members 
Mstep: Class 16 contains 23145 members 
Mstep: Class 17 contains 540 members 
Mstep: Class 18 contains 10577 members 
Mstep: Class 19 contains 164592 members 
Mstep: Class 20 contains 56074 members 
Mstep: Class 21 contains 2342 members 
Mstep: Class 22 contains 693 members 
Mstep: Class 23 contains 4376 members 
Mstep: Class 24 contains 3071 members 
Mstep: Class 25 contains 40354 members 
Mstep: Class 26 contains 59151 members 
Mstep: Class 27 contains 28742 members 
Mstep: Class 28 contains 470 members 
Mstep: Class 29 contains 45491 members 
Mstep: Class 30 contains 11167 members 
Mstep: Class 31 contains 6406 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8471 members 
Mstep: Class 34 contains 454 members 
Mstep: Class 35 contains 3385 members 
Mstep: Class 36 contains 8247 members 
Mstep: Class 37 contains 4442 members 
Mstep: Class 38 contains 417 members 
Mstep: Class 39 contains 1821 members 
Mstep: Class 40 contains 19197 members 
Mstep: Class 41 contains 422 members 
Mstep: Class 42 contains 3017 members 
Mstep: Class 43 contains 4335 members 
Mstep: Class 44 contains 2588 members 
Mstep: Class 45 contains 21078 members 
Mstep: Class 46 contains 13169 members 
Mstep: Class 47 contains 375 members 
Mstep: Class 48 contains 8288 members 
Mstep: Class 49 contains 26921 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 1022 members 
Mstep: Class 52 contains 268 members 
Mstep: Class 53 contains 3059 members 
Mstep: Class 54 contains 1654 members 
Mstep: Class 55 contains 4546 members 
Mstep: Class 56 contains 17151 members 
Mstep: Class 57 contains 610 members 
Mstep: Class 58 contains 402 members 
Mstep: Class 59 contains 587 members 
Mstep: Class 60 contains 4691 members 
Mstep: Class 61 contains 1716 members 
Mstep: Class 62 contains 1809 members 
Mstep: Class 63 contains 575 members 
Mstep: Class 64 contains 6847 members 
Mstep: Class 65 contains 534 members 
Mstep: Class 66 contains 680 members 
Mstep: Class 67 contains 2787 members 
Mstep: Class 68 contains 256 members 
Entering Unmasked Estep 
Score: -147533968.000000 Penalty: 235893.484375
Splitting cluster 52 changes total score from -147533744.000000 to -147533968.000000
So it's getting split into cluster 68.
Entering ConstructFrom: 
Trying to split cluster 53 (3059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Entering Unmasked Estep 
Score: -385175.937500 Penalty: 1990.409180
	Iteration 0F: 2 clusters Score -385175.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -381815.656250 Penalty: 3980.818359
	Iteration 0F: 3 clusters Score -381815.7 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -382548.031250 Penalty: 3980.818359
	Iteration 1F: 3 clusters Score -382548 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -382732.031250 Penalty: 3980.818359
	Iteration 2F: 3 clusters Score -382732 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -382835.593750 Penalty: 3980.818359
	Iteration 3F: 3 clusters Score -382835.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -382898.093750 Penalty: 3980.818359
	Iteration 4Q: 3 clusters Score -382898.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -382932.968750 Penalty: 3980.818359
	Iteration 5Q: 3 clusters Score -382933 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -382964.312500 Penalty: 3980.818359
	Iteration 6Q: 3 clusters Score -382964.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -382991.218750 Penalty: 3980.818359
	Iteration 7Q: 3 clusters Score -382991.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -383011.375000 Penalty: 3980.818359
	Iteration 8Q: 3 clusters Score -383011.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -383026.156250 Penalty: 3980.818359
	Iteration 9Q: 3 clusters Score -383026.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -383039.718750 Penalty: 3980.818359
	Iteration 10Q: 3 clusters Score -383039.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -383050.437500 Penalty: 3980.818359
	Iteration 11Q: 3 clusters Score -383050.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -383058.156250 Penalty: 3980.818359
	Iteration 12Q: 3 clusters Score -383058.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -383067.156250 Penalty: 3980.818359
	Iteration 13Q: 3 clusters Score -383067.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -383078.625000 Penalty: 3980.818359
	Iteration 14Q: 3 clusters Score -383078.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -383088.531250 Penalty: 3980.818359
	Iteration 15Q: 3 clusters Score -383088.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -383096.781250 Penalty: 3980.818359
	Iteration 16Q: 3 clusters Score -383096.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -383103.718750 Penalty: 3980.818359
	Iteration 17Q: 3 clusters Score -383103.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -383110.187500 Penalty: 3980.818359
	Iteration 18Q: 3 clusters Score -383110.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -383115.531250 Penalty: 3980.818359
	Iteration 19Q: 3 clusters Score -383115.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -383119.906250 Penalty: 3980.818359
	Iteration 20F: 3 clusters Score -383119.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -383124.343750 Penalty: 3980.818359
	Iteration 21Q: 3 clusters Score -383124.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -383129.656250 Penalty: 3980.818359
	Iteration 22Q: 3 clusters Score -383129.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -383134.218750 Penalty: 3980.818359
	Iteration 23Q: 3 clusters Score -383134.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -383138.593750 Penalty: 3980.818359
	Iteration 24Q: 3 clusters Score -383138.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -383142.156250 Penalty: 3980.818359
	Iteration 25Q: 3 clusters Score -383142.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -383145.562500 Penalty: 3980.818359
	Iteration 26Q: 3 clusters Score -383145.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -383149.531250 Penalty: 3980.818359
	Iteration 27Q: 3 clusters Score -383149.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -383153.343750 Penalty: 3980.818359
	Iteration 28Q: 3 clusters Score -383153.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -383156.500000 Penalty: 3980.818359
	Iteration 29Q: 3 clusters Score -383156.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -383160.593750 Penalty: 3980.818359
	Iteration 30Q: 3 clusters Score -383160.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -383165.406250 Penalty: 3980.818359
	Iteration 31Q: 3 clusters Score -383165.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -383171.562500 Penalty: 3980.818359
	Iteration 32Q: 3 clusters Score -383171.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -383179.031250 Penalty: 3980.818359
	Iteration 33Q: 3 clusters Score -383179 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -383186.500000 Penalty: 3980.818359
	Iteration 34Q: 3 clusters Score -383186.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -383189.156250 Penalty: 3980.818359
	Iteration 35Q: 3 clusters Score -383189.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -383192.406250 Penalty: 3980.818359
	Iteration 36Q: 3 clusters Score -383192.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -383195.000000 Penalty: 3980.818359
	Iteration 37Q: 3 clusters Score -383195 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -383196.687500 Penalty: 3980.818359
	Iteration 38Q: 3 clusters Score -383196.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -383198.125000 Penalty: 3980.818359
	Iteration 39Q: 3 clusters Score -383198.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -383200.031250 Penalty: 3980.818359
	Iteration 40F: 3 clusters Score -383200 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -383202.718750 Penalty: 3980.818359
	Iteration 41Q: 3 clusters Score -383202.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -383204.093750 Penalty: 3980.818359
	Iteration 42Q: 3 clusters Score -383204.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -383204.968750 Penalty: 3980.818359
	Iteration 43Q: 3 clusters Score -383205 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -383205.093750 Penalty: 3980.818359
	Iteration 44Q: 3 clusters Score -383205.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -383206.937500 Penalty: 3980.818359
	Iteration 45Q: 3 clusters Score -383206.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -383208.937500 Penalty: 3980.818359
	Iteration 46Q: 3 clusters Score -383208.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -383208.250000 Penalty: 3980.818359
	Iteration 47Q: 3 clusters Score -383208.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -383208.250000 Penalty: 3980.818359
	Iteration 48F: 3 clusters Score -383208.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (1654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Entering Unmasked Estep 
Score: -242741.437500 Penalty: 1837.916138
	Iteration 0F: 2 clusters Score -242741.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -240518.656250 Penalty: 3675.832275
	Iteration 0F: 3 clusters Score -240518.7 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -242118.921875 Penalty: 3675.832275
	Iteration 1F: 3 clusters Score -242118.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -242993.750000 Penalty: 3675.832275
	Iteration 2F: 3 clusters Score -242993.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -243357.093750 Penalty: 3675.832275
	Iteration 3F: 3 clusters Score -243357.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -243718.031250 Penalty: 3675.832275
	Iteration 4F: 3 clusters Score -243718 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -244539.234375 Penalty: 3675.832275
	Iteration 5F: 3 clusters Score -244539.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -244881.281250 Penalty: 3675.832275
	Iteration 6Q: 3 clusters Score -244881.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -245003.875000 Penalty: 3675.832275
	Iteration 7Q: 3 clusters Score -245003.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -245253.750000 Penalty: 3675.832275
	Iteration 8Q: 3 clusters Score -245253.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -245347.140625 Penalty: 3675.832275
	Iteration 9Q: 3 clusters Score -245347.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -245370.406250 Penalty: 3675.832275
	Iteration 10Q: 3 clusters Score -245370.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -245395.453125 Penalty: 3675.832275
	Iteration 11Q: 3 clusters Score -245395.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -245411.468750 Penalty: 3675.832275
	Iteration 12Q: 3 clusters Score -245411.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -245422.375000 Penalty: 3675.832275
	Iteration 13Q: 3 clusters Score -245422.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -245434.328125 Penalty: 3675.832275
	Iteration 14Q: 3 clusters Score -245434.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -245447.140625 Penalty: 3675.832275
	Iteration 15Q: 3 clusters Score -245447.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -245462.031250 Penalty: 3675.832275
	Iteration 16Q: 3 clusters Score -245462 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -245486.750000 Penalty: 3675.832275
	Iteration 17Q: 3 clusters Score -245486.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -245510.421875 Penalty: 3675.832275
	Iteration 18Q: 3 clusters Score -245510.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -245526.453125 Penalty: 3675.832275
	Iteration 19Q: 3 clusters Score -245526.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -245554.859375 Penalty: 3675.832275
	Iteration 20F: 3 clusters Score -245554.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -245630.062500 Penalty: 3675.832275
	Iteration 21Q: 3 clusters Score -245630.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -245728.656250 Penalty: 3675.832275
	Iteration 22Q: 3 clusters Score -245728.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -245794.656250 Penalty: 3675.832275
	Iteration 23Q: 3 clusters Score -245794.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -245800.859375 Penalty: 3675.832275
	Iteration 24Q: 3 clusters Score -245800.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -245801.812500 Penalty: 3675.832275
	Iteration 25Q: 3 clusters Score -245801.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -245803.828125 Penalty: 3675.832275
	Iteration 26Q: 3 clusters Score -245803.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -245806.265625 Penalty: 3675.832275
	Iteration 27Q: 3 clusters Score -245806.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -245806.953125 Penalty: 3675.832275
	Iteration 28Q: 3 clusters Score -245807 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -245807.031250 Penalty: 3675.832275
	Iteration 29Q: 3 clusters Score -245807 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -245815.125000 Penalty: 3675.832275
	Iteration 30Q: 3 clusters Score -245815.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -245817.328125 Penalty: 3675.832275
	Iteration 31Q: 3 clusters Score -245817.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -245820.140625 Penalty: 3675.832275
	Iteration 32Q: 3 clusters Score -245820.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -245821.296875 Penalty: 3675.832275
	Iteration 33Q: 3 clusters Score -245821.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -245824.640625 Penalty: 3675.832275
	Iteration 34Q: 3 clusters Score -245824.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -245830.828125 Penalty: 3675.832275
	Iteration 35Q: 3 clusters Score -245830.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -245854.390625 Penalty: 3675.832275
	Iteration 36Q: 3 clusters Score -245854.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -245915.484375 Penalty: 3675.832275
	Iteration 37Q: 3 clusters Score -245915.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -246014.531250 Penalty: 3675.832275
	Iteration 38Q: 3 clusters Score -246014.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -246103.859375 Penalty: 3675.832275
	Iteration 39Q: 3 clusters Score -246103.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -246135.171875 Penalty: 3675.832275
	Iteration 40F: 3 clusters Score -246135.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -246137.093750 Penalty: 3675.832275
	Iteration 41Q: 3 clusters Score -246137.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -246137.093750 Penalty: 3675.832275
	Iteration 42F: 3 clusters Score -246137.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 23072 members 
Mstep: Class 2 contains 7984 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 223912 members 
Mstep: Class 5 contains 4145 members 
Mstep: Class 6 contains 2321 members 
Mstep: Class 7 contains 9548 members 
Mstep: Class 8 contains 13865 members 
Mstep: Class 9 contains 7578 members 
Mstep: Class 10 contains 27338 members 
Mstep: Class 11 contains 11557 members 
Mstep: Class 12 contains 779 members 
Mstep: Class 13 contains 3274 members 
Mstep: Class 14 contains 36092 members 
Mstep: Class 15 contains 181891 members 
Mstep: Class 16 contains 23145 members 
Mstep: Class 17 contains 540 members 
Mstep: Class 18 contains 10577 members 
Mstep: Class 19 contains 164592 members 
Mstep: Class 20 contains 56074 members 
Mstep: Class 21 contains 2342 members 
Mstep: Class 22 contains 693 members 
Mstep: Class 23 contains 4376 members 
Mstep: Class 24 contains 3071 members 
Mstep: Class 25 contains 40354 members 
Mstep: Class 26 contains 59151 members 
Mstep: Class 27 contains 28742 members 
Mstep: Class 28 contains 470 members 
Mstep: Class 29 contains 45491 members 
Mstep: Class 30 contains 11167 members 
Mstep: Class 31 contains 6406 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8471 members 
Mstep: Class 34 contains 454 members 
Mstep: Class 35 contains 3385 members 
Mstep: Class 36 contains 8247 members 
Mstep: Class 37 contains 4442 members 
Mstep: Class 38 contains 417 members 
Mstep: Class 39 contains 1821 members 
Mstep: Class 40 contains 19197 members 
Mstep: Class 41 contains 422 members 
Mstep: Class 42 contains 3017 members 
Mstep: Class 43 contains 4335 members 
Mstep: Class 44 contains 2588 members 
Mstep: Class 45 contains 21078 members 
Mstep: Class 46 contains 13169 members 
Mstep: Class 47 contains 375 members 
Mstep: Class 48 contains 8288 members 
Mstep: Class 49 contains 26921 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 1022 members 
Mstep: Class 52 contains 268 members 
Mstep: Class 53 contains 3059 members 
Mstep: Class 54 contains 939 members 
Mstep: Class 55 contains 4546 members 
Mstep: Class 56 contains 17151 members 
Mstep: Class 57 contains 610 members 
Mstep: Class 58 contains 402 members 
Mstep: Class 59 contains 587 members 
Mstep: Class 60 contains 4691 members 
Mstep: Class 61 contains 1716 members 
Mstep: Class 62 contains 1809 members 
Mstep: Class 63 contains 575 members 
Mstep: Class 64 contains 6847 members 
Mstep: Class 65 contains 534 members 
Mstep: Class 66 contains 680 members 
Mstep: Class 67 contains 2787 members 
Mstep: Class 68 contains 256 members 
Mstep: Class 69 contains 715 members 
Entering Unmasked Estep 
Score: -147535744.000000 Penalty: 239362.500000
Splitting cluster 54 changes total score from -147533744.000000 to -147535744.000000
So it's getting split into cluster 69.
Entering ConstructFrom: 
Trying to split cluster 55 (4546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Entering Unmasked Estep 
Score: -488805.031250 Penalty: 2088.656738
	Iteration 0F: 2 clusters Score -488805 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -484605.593750 Penalty: 4177.313477
	Iteration 0F: 3 clusters Score -484605.6 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -485863.562500 Penalty: 4177.313477
	Iteration 1F: 3 clusters Score -485863.6 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -486353.062500 Penalty: 4177.313477
	Iteration 2F: 3 clusters Score -486353.1 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -486667.687500 Penalty: 4177.313477
	Iteration 3F: 3 clusters Score -486667.7 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -486851.406250 Penalty: 4177.313477
	Iteration 4F: 3 clusters Score -486851.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -486973.093750 Penalty: 4177.313477
	Iteration 5Q: 3 clusters Score -486973.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -487070.437500 Penalty: 4177.313477
	Iteration 6Q: 3 clusters Score -487070.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -487120.906250 Penalty: 4177.313477
	Iteration 7Q: 3 clusters Score -487120.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -487161.312500 Penalty: 4177.313477
	Iteration 8Q: 3 clusters Score -487161.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -487208.625000 Penalty: 4177.313477
	Iteration 9Q: 3 clusters Score -487208.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -487256.406250 Penalty: 4177.313477
	Iteration 10Q: 3 clusters Score -487256.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -487297.406250 Penalty: 4177.313477
	Iteration 11Q: 3 clusters Score -487297.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -487328.843750 Penalty: 4177.313477
	Iteration 12Q: 3 clusters Score -487328.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -487360.062500 Penalty: 4177.313477
	Iteration 13Q: 3 clusters Score -487360.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -487388.375000 Penalty: 4177.313477
	Iteration 14Q: 3 clusters Score -487388.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -487413.375000 Penalty: 4177.313477
	Iteration 15Q: 3 clusters Score -487413.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -487442.156250 Penalty: 4177.313477
	Iteration 16Q: 3 clusters Score -487442.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -487466.500000 Penalty: 4177.313477
	Iteration 17Q: 3 clusters Score -487466.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -487491.281250 Penalty: 4177.313477
	Iteration 18Q: 3 clusters Score -487491.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -487512.468750 Penalty: 4177.313477
	Iteration 19Q: 3 clusters Score -487512.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -487537.781250 Penalty: 4177.313477
	Iteration 20F: 3 clusters Score -487537.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -487564.750000 Penalty: 4177.313477
	Iteration 21Q: 3 clusters Score -487564.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -487588.000000 Penalty: 4177.313477
	Iteration 22Q: 3 clusters Score -487588 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -487608.000000 Penalty: 4177.313477
	Iteration 23Q: 3 clusters Score -487608 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -487625.593750 Penalty: 4177.313477
	Iteration 24Q: 3 clusters Score -487625.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -487642.156250 Penalty: 4177.313477
	Iteration 25Q: 3 clusters Score -487642.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -487652.343750 Penalty: 4177.313477
	Iteration 26Q: 3 clusters Score -487652.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -487673.375000 Penalty: 4177.313477
	Iteration 27Q: 3 clusters Score -487673.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -487692.125000 Penalty: 4177.313477
	Iteration 28Q: 3 clusters Score -487692.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -487712.062500 Penalty: 4177.313477
	Iteration 29Q: 3 clusters Score -487712.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -487737.718750 Penalty: 4177.313477
	Iteration 30Q: 3 clusters Score -487737.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -487764.718750 Penalty: 4177.313477
	Iteration 31Q: 3 clusters Score -487764.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -487788.187500 Penalty: 4177.313477
	Iteration 32Q: 3 clusters Score -487788.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -487810.375000 Penalty: 4177.313477
	Iteration 33Q: 3 clusters Score -487810.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -487841.281250 Penalty: 4177.313477
	Iteration 34Q: 3 clusters Score -487841.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -487866.562500 Penalty: 4177.313477
	Iteration 35Q: 3 clusters Score -487866.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -487889.500000 Penalty: 4177.313477
	Iteration 36Q: 3 clusters Score -487889.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -487923.218750 Penalty: 4177.313477
	Iteration 37Q: 3 clusters Score -487923.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -487950.312500 Penalty: 4177.313477
	Iteration 38Q: 3 clusters Score -487950.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -487968.875000 Penalty: 4177.313477
	Iteration 39Q: 3 clusters Score -487968.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -487984.812500 Penalty: 4177.313477
	Iteration 40F: 3 clusters Score -487984.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -487998.687500 Penalty: 4177.313477
	Iteration 41Q: 3 clusters Score -487998.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -488008.437500 Penalty: 4177.313477
	Iteration 42Q: 3 clusters Score -488008.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -488020.406250 Penalty: 4177.313477
	Iteration 43Q: 3 clusters Score -488020.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -488031.687500 Penalty: 4177.313477
	Iteration 44Q: 3 clusters Score -488031.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -488036.343750 Penalty: 4177.313477
	Iteration 45Q: 3 clusters Score -488036.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -488040.625000 Penalty: 4177.313477
	Iteration 46Q: 3 clusters Score -488040.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -488045.718750 Penalty: 4177.313477
	Iteration 47Q: 3 clusters Score -488045.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -488048.656250 Penalty: 4177.313477
	Iteration 48Q: 3 clusters Score -488048.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -488052.500000 Penalty: 4177.313477
	Iteration 49Q: 3 clusters Score -488052.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -488055.531250 Penalty: 4177.313477
	Iteration 50Q: 3 clusters Score -488055.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -488059.187500 Penalty: 4177.313477
	Iteration 51Q: 3 clusters Score -488059.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -488060.875000 Penalty: 4177.313477
	Iteration 52Q: 3 clusters Score -488060.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -488063.781250 Penalty: 4177.313477
	Iteration 53Q: 3 clusters Score -488063.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -488067.093750 Penalty: 4177.313477
	Iteration 54Q: 3 clusters Score -488067.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -488067.218750 Penalty: 4177.313477
	Iteration 55Q: 3 clusters Score -488067.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -488067.937500 Penalty: 4177.313477
	Iteration 56Q: 3 clusters Score -488067.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -488070.062500 Penalty: 4177.313477
	Iteration 57Q: 3 clusters Score -488070.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -488069.500000 Penalty: 4177.313477
	Iteration 58Q: 3 clusters Score -488069.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -488069.500000 Penalty: 4177.313477
	Iteration 59F: 3 clusters Score -488069.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (17151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17151 members 
Entering Unmasked Estep 
Score: -2191421.000000 Penalty: 2417.953369
	Iteration 0F: 2 clusters Score -2191421 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -2179148.250000 Penalty: 4835.906738
	Iteration 0F: 3 clusters Score -2179148 nChanged 7469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
Score: -2183359.750000 Penalty: 4835.906738
	Iteration 1F: 3 clusters Score -2183360 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -2183864.000000 Penalty: 4835.906738
	Iteration 2F: 3 clusters Score -2183864 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 9089 members 
Entering Unmasked Estep 
Score: -2184291.250000 Penalty: 4835.906738
	Iteration 3F: 3 clusters Score -2184291 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
Score: -2184642.500000 Penalty: 4835.906738
	Iteration 4Q: 3 clusters Score -2184642 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -2184944.250000 Penalty: 4835.906738
	Iteration 5Q: 3 clusters Score -2184944 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 10052 members 
Entering Unmasked Estep 
Score: -2185239.000000 Penalty: 4835.906738
	Iteration 6Q: 3 clusters Score -2185239 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 10424 members 
Entering Unmasked Estep 
Score: -2185484.000000 Penalty: 4835.906738
	Iteration 7Q: 3 clusters Score -2185484 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 10853 members 
Entering Unmasked Estep 
Score: -2185723.000000 Penalty: 4835.906738
	Iteration 8Q: 3 clusters Score -2185723 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 11321 members 
Entering Unmasked Estep 
Score: -2185981.750000 Penalty: 4835.906738
	Iteration 9Q: 3 clusters Score -2185982 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 11868 members 
Entering Unmasked Estep 
Score: -2186285.750000 Penalty: 4835.906738
	Iteration 10Q: 3 clusters Score -2186286 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 12435 members 
Entering Unmasked Estep 
Score: -2186618.250000 Penalty: 4835.906738
	Iteration 11Q: 3 clusters Score -2186618 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 13034 members 
Entering Unmasked Estep 
Score: -2187008.500000 Penalty: 4835.906738
	Iteration 12Q: 3 clusters Score -2187008 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 13658 members 
Entering Unmasked Estep 
Score: -2187403.250000 Penalty: 4835.906738
	Iteration 13Q: 3 clusters Score -2187403 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 14198 members 
Entering Unmasked Estep 
Score: -2187783.500000 Penalty: 4835.906738
	Iteration 14Q: 3 clusters Score -2187784 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 14742 members 
Entering Unmasked Estep 
Score: -2188186.000000 Penalty: 4835.906738
	Iteration 15Q: 3 clusters Score -2188186 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 15146 members 
Entering Unmasked Estep 
Score: -2188501.250000 Penalty: 4835.906738
	Iteration 16Q: 3 clusters Score -2188501 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 15462 members 
Entering Unmasked Estep 
Score: -2188736.250000 Penalty: 4835.906738
	Iteration 17Q: 3 clusters Score -2188736 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 15739 members 
Entering Unmasked Estep 
Score: -2188941.000000 Penalty: 4835.906738
	Iteration 18Q: 3 clusters Score -2188941 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 15928 members 
Entering Unmasked Estep 
Score: -2189105.000000 Penalty: 4835.906738
	Iteration 19Q: 3 clusters Score -2189105 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 16068 members 
Entering Unmasked Estep 
Score: -2189233.000000 Penalty: 4835.906738
	Iteration 20F: 3 clusters Score -2189233 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 16177 members 
Entering Unmasked Estep 
Score: -2189340.000000 Penalty: 4835.906738
	Iteration 21Q: 3 clusters Score -2189340 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 16261 members 
Entering Unmasked Estep 
Score: -2189407.250000 Penalty: 4835.906738
	Iteration 22Q: 3 clusters Score -2189407 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 16310 members 
Entering Unmasked Estep 
Score: -2189443.000000 Penalty: 4835.906738
	Iteration 23Q: 3 clusters Score -2189443 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 16351 members 
Entering Unmasked Estep 
Score: -2189478.250000 Penalty: 4835.906738
	Iteration 24Q: 3 clusters Score -2189478 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 16377 members 
Entering Unmasked Estep 
Score: -2189498.250000 Penalty: 4835.906738
	Iteration 25Q: 3 clusters Score -2189498 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 16407 members 
Entering Unmasked Estep 
Score: -2189525.000000 Penalty: 4835.906738
	Iteration 26Q: 3 clusters Score -2189525 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 16421 members 
Entering Unmasked Estep 
Score: -2189531.000000 Penalty: 4835.906738
	Iteration 27Q: 3 clusters Score -2189531 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 16439 members 
Entering Unmasked Estep 
Score: -2189547.250000 Penalty: 4835.906738
	Iteration 28Q: 3 clusters Score -2189547 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 16461 members 
Entering Unmasked Estep 
Score: -2189561.250000 Penalty: 4835.906738
	Iteration 29Q: 3 clusters Score -2189561 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 16480 members 
Entering Unmasked Estep 
Score: -2189576.000000 Penalty: 4835.906738
	Iteration 30Q: 3 clusters Score -2189576 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 16494 members 
Entering Unmasked Estep 
Score: -2189586.750000 Penalty: 4835.906738
	Iteration 31Q: 3 clusters Score -2189587 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 16508 members 
Entering Unmasked Estep 
Score: -2189600.000000 Penalty: 4835.906738
	Iteration 32Q: 3 clusters Score -2189600 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 16517 members 
Entering Unmasked Estep 
Score: -2189611.250000 Penalty: 4835.906738
	Iteration 33Q: 3 clusters Score -2189611 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 16525 members 
Entering Unmasked Estep 
Score: -2189619.250000 Penalty: 4835.906738
	Iteration 34Q: 3 clusters Score -2189619 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 16531 members 
Entering Unmasked Estep 
Score: -2189624.000000 Penalty: 4835.906738
	Iteration 35Q: 3 clusters Score -2189624 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 16536 members 
Entering Unmasked Estep 
Score: -2189627.500000 Penalty: 4835.906738
	Iteration 36Q: 3 clusters Score -2189628 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 16546 members 
Entering Unmasked Estep 
Score: -2189633.500000 Penalty: 4835.906738
	Iteration 37Q: 3 clusters Score -2189634 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 16549 members 
Entering Unmasked Estep 
Score: -2189636.750000 Penalty: 4835.906738
	Iteration 38Q: 3 clusters Score -2189637 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 16551 members 
Entering Unmasked Estep 
Score: -2189637.250000 Penalty: 4835.906738
	Iteration 39Q: 3 clusters Score -2189637 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 16555 members 
Entering Unmasked Estep 
Score: -2189641.250000 Penalty: 4835.906738
	Iteration 40F: 3 clusters Score -2189641 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 16557 members 
Entering Unmasked Estep 
Score: -2189642.000000 Penalty: 4835.906738
	Iteration 41Q: 3 clusters Score -2189642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 16558 members 
Entering Unmasked Estep 
Score: -2189643.750000 Penalty: 4835.906738
	Iteration 42Q: 3 clusters Score -2189644 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 16561 members 
Entering Unmasked Estep 
Score: -2189647.750000 Penalty: 4835.906738
	Iteration 43Q: 3 clusters Score -2189648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 16563 members 
Entering Unmasked Estep 
Score: -2189647.500000 Penalty: 4835.906738
	Iteration 44Q: 3 clusters Score -2189648 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 16564 members 
Entering Unmasked Estep 
Score: -2189651.000000 Penalty: 4835.906738
	Iteration 45Q: 3 clusters Score -2189651 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 16564 members 
Entering Unmasked Estep 
Score: -2189649.500000 Penalty: 4835.906738
	Iteration 46Q: 3 clusters Score -2189650 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 16565 members 
Entering Unmasked Estep 
Score: -2189649.750000 Penalty: 4835.906738
	Iteration 47Q: 3 clusters Score -2189650 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 16565 members 
Entering Unmasked Estep 
Score: -2189649.750000 Penalty: 4835.906738
	Iteration 48F: 3 clusters Score -2189650 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Entering Unmasked Estep 
Score: -85968.507812 Penalty: 1590.537842
	Iteration 0F: 2 clusters Score -85968.51 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 320 members 
Entering Unmasked Estep 
Score: -84501.570312 Penalty: 3181.075684
	Iteration 0F: 3 clusters Score -84501.57 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -85365.648438 Penalty: 3181.075684
	Iteration 1F: 3 clusters Score -85365.65 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -86278.046875 Penalty: 3181.075684
	Iteration 2F: 3 clusters Score -86278.05 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -86809.921875 Penalty: 3181.075684
	Iteration 3F: 3 clusters Score -86809.92 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -87382.742188 Penalty: 3181.075684
	Iteration 4Q: 3 clusters Score -87382.74 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -87532.929688 Penalty: 3181.075684
	Iteration 5Q: 3 clusters Score -87532.93 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -87611.718750 Penalty: 3181.075684
	Iteration 6Q: 3 clusters Score -87611.72 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -87688.335938 Penalty: 3181.075684
	Iteration 7Q: 3 clusters Score -87688.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -87756.585938 Penalty: 3181.075684
	Iteration 8Q: 3 clusters Score -87756.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -87772.617188 Penalty: 3181.075684
	Iteration 9Q: 3 clusters Score -87772.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -87799.062500 Penalty: 3181.075684
	Iteration 10Q: 3 clusters Score -87799.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -87802.796875 Penalty: 3181.075684
	Iteration 11Q: 3 clusters Score -87802.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -87804.953125 Penalty: 3181.075684
	Iteration 12Q: 3 clusters Score -87804.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -87819.367188 Penalty: 3181.075684
	Iteration 13Q: 3 clusters Score -87819.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -87831.835938 Penalty: 3181.075684
	Iteration 14Q: 3 clusters Score -87831.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -87839.117188 Penalty: 3181.075684
	Iteration 15Q: 3 clusters Score -87839.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -87850.140625 Penalty: 3181.075684
	Iteration 16Q: 3 clusters Score -87850.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -87866.507812 Penalty: 3181.075684
	Iteration 17Q: 3 clusters Score -87866.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -87880.296875 Penalty: 3181.075684
	Iteration 18F: 3 clusters Score -87880.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -87907.843750 Penalty: 3181.075684
	Iteration 19Q: 3 clusters Score -87907.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -87907.843750 Penalty: 3181.075684
	Iteration 20F: 3 clusters Score -87907.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 23072 members 
Mstep: Class 2 contains 7984 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 223912 members 
Mstep: Class 5 contains 4145 members 
Mstep: Class 6 contains 2321 members 
Mstep: Class 7 contains 9548 members 
Mstep: Class 8 contains 13865 members 
Mstep: Class 9 contains 7578 members 
Mstep: Class 10 contains 27338 members 
Mstep: Class 11 contains 11557 members 
Mstep: Class 12 contains 779 members 
Mstep: Class 13 contains 3274 members 
Mstep: Class 14 contains 36092 members 
Mstep: Class 15 contains 181891 members 
Mstep: Class 16 contains 23145 members 
Mstep: Class 17 contains 540 members 
Mstep: Class 18 contains 10577 members 
Mstep: Class 19 contains 164592 members 
Mstep: Class 20 contains 56074 members 
Mstep: Class 21 contains 2342 members 
Mstep: Class 22 contains 693 members 
Mstep: Class 23 contains 4376 members 
Mstep: Class 24 contains 3071 members 
Mstep: Class 25 contains 40354 members 
Mstep: Class 26 contains 59151 members 
Mstep: Class 27 contains 28742 members 
Mstep: Class 28 contains 470 members 
Mstep: Class 29 contains 45491 members 
Mstep: Class 30 contains 11167 members 
Mstep: Class 31 contains 6406 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8471 members 
Mstep: Class 34 contains 454 members 
Mstep: Class 35 contains 3385 members 
Mstep: Class 36 contains 8247 members 
Mstep: Class 37 contains 4442 members 
Mstep: Class 38 contains 417 members 
Mstep: Class 39 contains 1821 members 
Mstep: Class 40 contains 19197 members 
Mstep: Class 41 contains 422 members 
Mstep: Class 42 contains 3017 members 
Mstep: Class 43 contains 4335 members 
Mstep: Class 44 contains 2588 members 
Mstep: Class 45 contains 21078 members 
Mstep: Class 46 contains 13169 members 
Mstep: Class 47 contains 375 members 
Mstep: Class 48 contains 8288 members 
Mstep: Class 49 contains 26921 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 1022 members 
Mstep: Class 52 contains 268 members 
Mstep: Class 53 contains 3059 members 
Mstep: Class 54 contains 939 members 
Mstep: Class 55 contains 4546 members 
Mstep: Class 56 contains 17151 members 
Mstep: Class 57 contains 460 members 
Mstep: Class 58 contains 402 members 
Mstep: Class 59 contains 587 members 
Mstep: Class 60 contains 4691 members 
Mstep: Class 61 contains 1716 members 
Mstep: Class 62 contains 1809 members 
Mstep: Class 63 contains 575 members 
Mstep: Class 64 contains 6847 members 
Mstep: Class 65 contains 534 members 
Mstep: Class 66 contains 680 members 
Mstep: Class 67 contains 2787 members 
Mstep: Class 68 contains 256 members 
Mstep: Class 69 contains 715 members 
Mstep: Class 70 contains 150 members 
Entering Unmasked Estep 
Score: -147535888.000000 Penalty: 242831.531250
Splitting cluster 57 changes total score from -147533744.000000 to -147535888.000000
So it's getting split into cluster 70.
Entering ConstructFrom: 
Trying to split cluster 58 (402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Entering Unmasked Estep 
Score: -55479.148438 Penalty: 1487.120117
	Iteration 0F: 2 clusters Score -55479.15 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 191 members 
Entering Unmasked Estep 
Score: -54186.339844 Penalty: 2974.240234
	Iteration 0F: 3 clusters Score -54186.34 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -54563.132812 Penalty: 2974.240234
	Iteration 1F: 3 clusters Score -54563.13 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -54707.210938 Penalty: 2974.240234
	Iteration 2F: 3 clusters Score -54707.21 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -54792.785156 Penalty: 2974.240234
	Iteration 3Q: 3 clusters Score -54792.79 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -54849.207031 Penalty: 2974.240234
	Iteration 4Q: 3 clusters Score -54849.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -54883.605469 Penalty: 2974.240234
	Iteration 5Q: 3 clusters Score -54883.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -54926.769531 Penalty: 2974.240234
	Iteration 6Q: 3 clusters Score -54926.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -54990.269531 Penalty: 2974.240234
	Iteration 7Q: 3 clusters Score -54990.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -55048.425781 Penalty: 2974.240234
	Iteration 8Q: 3 clusters Score -55048.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -55067.230469 Penalty: 2974.240234
	Iteration 9Q: 3 clusters Score -55067.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -55074.832031 Penalty: 2974.240234
	Iteration 10Q: 3 clusters Score -55074.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -55082.074219 Penalty: 2974.240234
	Iteration 11Q: 3 clusters Score -55082.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -55086.296875 Penalty: 2974.240234
	Iteration 12Q: 3 clusters Score -55086.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -55086.296875 Penalty: 2974.240234
	Iteration 13F: 3 clusters Score -55086.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Entering Unmasked Estep 
Score: -79022.750000 Penalty: 1581.006104
	Iteration 0F: 2 clusters Score -79022.75 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 296 members 
Entering Unmasked Estep 
Score: -77764.281250 Penalty: 3162.012207
	Iteration 0F: 3 clusters Score -77764.28 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -79298.546875 Penalty: 3162.012207
	Iteration 1F: 3 clusters Score -79298.55 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -80377.843750 Penalty: 3162.012207
	Iteration 2F: 3 clusters Score -80377.84 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -80859.054688 Penalty: 3162.012207
	Iteration 3F: 3 clusters Score -80859.05 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -80974.421875 Penalty: 3162.012207
	Iteration 4Q: 3 clusters Score -80974.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -81055.414062 Penalty: 3162.012207
	Iteration 5Q: 3 clusters Score -81055.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -81128.781250 Penalty: 3162.012207
	Iteration 6Q: 3 clusters Score -81128.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -81191.218750 Penalty: 3162.012207
	Iteration 7Q: 3 clusters Score -81191.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -81195.226562 Penalty: 3162.012207
	Iteration 8Q: 3 clusters Score -81195.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -81211.195312 Penalty: 3162.012207
	Iteration 9Q: 3 clusters Score -81211.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -81232.531250 Penalty: 3162.012207
	Iteration 10Q: 3 clusters Score -81232.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -81232.445312 Penalty: 3162.012207
	Iteration 11Q: 3 clusters Score -81232.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -81223.234375 Penalty: 3162.012207
	Iteration 12Q: 3 clusters Score -81223.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -81239.578125 Penalty: 3162.012207
	Iteration 13Q: 3 clusters Score -81239.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -81225.585938 Penalty: 3162.012207
	Iteration 14Q: 3 clusters Score -81225.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -81293.265625 Penalty: 3162.012207
	Iteration 15Q: 3 clusters Score -81293.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -81443.695312 Penalty: 3162.012207
	Iteration 16Q: 3 clusters Score -81443.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -81549.445312 Penalty: 3162.012207
	Iteration 17Q: 3 clusters Score -81549.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -81535.320312 Penalty: 3162.012207
	Iteration 18Q: 3 clusters Score -81535.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -81586.570312 Penalty: 3162.012207
	Iteration 19Q: 3 clusters Score -81586.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -81609.835938 Penalty: 3162.012207
	Iteration 20F: 3 clusters Score -81609.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -81622.523438 Penalty: 3162.012207
	Iteration 21Q: 3 clusters Score -81622.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -81622.523438 Penalty: 3162.012207
	Iteration 22F: 3 clusters Score -81622.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 23072 members 
Mstep: Class 2 contains 7984 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 223912 members 
Mstep: Class 5 contains 4145 members 
Mstep: Class 6 contains 2321 members 
Mstep: Class 7 contains 9548 members 
Mstep: Class 8 contains 13865 members 
Mstep: Class 9 contains 7578 members 
Mstep: Class 10 contains 27338 members 
Mstep: Class 11 contains 11557 members 
Mstep: Class 12 contains 779 members 
Mstep: Class 13 contains 3274 members 
Mstep: Class 14 contains 36092 members 
Mstep: Class 15 contains 181891 members 
Mstep: Class 16 contains 23145 members 
Mstep: Class 17 contains 540 members 
Mstep: Class 18 contains 10577 members 
Mstep: Class 19 contains 164592 members 
Mstep: Class 20 contains 56074 members 
Mstep: Class 21 contains 2342 members 
Mstep: Class 22 contains 693 members 
Mstep: Class 23 contains 4376 members 
Mstep: Class 24 contains 3071 members 
Mstep: Class 25 contains 40354 members 
Mstep: Class 26 contains 59151 members 
Mstep: Class 27 contains 28742 members 
Mstep: Class 28 contains 470 members 
Mstep: Class 29 contains 45491 members 
Mstep: Class 30 contains 11167 members 
Mstep: Class 31 contains 6406 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8471 members 
Mstep: Class 34 contains 454 members 
Mstep: Class 35 contains 3385 members 
Mstep: Class 36 contains 8247 members 
Mstep: Class 37 contains 4442 members 
Mstep: Class 38 contains 417 members 
Mstep: Class 39 contains 1821 members 
Mstep: Class 40 contains 19197 members 
Mstep: Class 41 contains 422 members 
Mstep: Class 42 contains 3017 members 
Mstep: Class 43 contains 4335 members 
Mstep: Class 44 contains 2588 members 
Mstep: Class 45 contains 21078 members 
Mstep: Class 46 contains 13169 members 
Mstep: Class 47 contains 375 members 
Mstep: Class 48 contains 8288 members 
Mstep: Class 49 contains 26921 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 1022 members 
Mstep: Class 52 contains 268 members 
Mstep: Class 53 contains 3059 members 
Mstep: Class 54 contains 939 members 
Mstep: Class 55 contains 4546 members 
Mstep: Class 56 contains 17151 members 
Mstep: Class 57 contains 460 members 
Mstep: Class 58 contains 402 members 
Mstep: Class 59 contains 244 members 
Mstep: Class 60 contains 4691 members 
Mstep: Class 61 contains 1716 members 
Mstep: Class 62 contains 1809 members 
Mstep: Class 63 contains 575 members 
Mstep: Class 64 contains 6847 members 
Mstep: Class 65 contains 534 members 
Mstep: Class 66 contains 680 members 
Mstep: Class 67 contains 2787 members 
Mstep: Class 68 contains 256 members 
Mstep: Class 69 contains 715 members 
Mstep: Class 70 contains 150 members 
Mstep: Class 71 contains 343 members 
Entering Unmasked Estep 
Score: -147536672.000000 Penalty: 246300.546875
Splitting cluster 59 changes total score from -147533744.000000 to -147536672.000000
So it's getting split into cluster 71.
Entering ConstructFrom: 
Trying to split cluster 60 (4691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Entering Unmasked Estep 
Score: -594377.000000 Penalty: 2096.443359
	Iteration 0F: 2 clusters Score -594377 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -590044.000000 Penalty: 4192.886719
	Iteration 0F: 3 clusters Score -590044 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -590931.000000 Penalty: 4192.886719
	Iteration 1F: 3 clusters Score -590931 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -591158.187500 Penalty: 4192.886719
	Iteration 2F: 3 clusters Score -591158.2 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -591312.437500 Penalty: 4192.886719
	Iteration 3F: 3 clusters Score -591312.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -591452.187500 Penalty: 4192.886719
	Iteration 4Q: 3 clusters Score -591452.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -591557.625000 Penalty: 4192.886719
	Iteration 5Q: 3 clusters Score -591557.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -591641.250000 Penalty: 4192.886719
	Iteration 6Q: 3 clusters Score -591641.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -591705.062500 Penalty: 4192.886719
	Iteration 7Q: 3 clusters Score -591705.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -591762.250000 Penalty: 4192.886719
	Iteration 8Q: 3 clusters Score -591762.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -591807.250000 Penalty: 4192.886719
	Iteration 9Q: 3 clusters Score -591807.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -591862.000000 Penalty: 4192.886719
	Iteration 10Q: 3 clusters Score -591862 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -591940.687500 Penalty: 4192.886719
	Iteration 11Q: 3 clusters Score -591940.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -592009.937500 Penalty: 4192.886719
	Iteration 12Q: 3 clusters Score -592009.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -592081.062500 Penalty: 4192.886719
	Iteration 13Q: 3 clusters Score -592081.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -592157.062500 Penalty: 4192.886719
	Iteration 14Q: 3 clusters Score -592157.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -592245.187500 Penalty: 4192.886719
	Iteration 15Q: 3 clusters Score -592245.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -592335.375000 Penalty: 4192.886719
	Iteration 16Q: 3 clusters Score -592335.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -592426.062500 Penalty: 4192.886719
	Iteration 17Q: 3 clusters Score -592426.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -592507.062500 Penalty: 4192.886719
	Iteration 18Q: 3 clusters Score -592507.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -592562.250000 Penalty: 4192.886719
	Iteration 19Q: 3 clusters Score -592562.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -592605.062500 Penalty: 4192.886719
	Iteration 20F: 3 clusters Score -592605.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -592646.062500 Penalty: 4192.886719
	Iteration 21Q: 3 clusters Score -592646.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -592680.687500 Penalty: 4192.886719
	Iteration 22Q: 3 clusters Score -592680.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -592706.562500 Penalty: 4192.886719
	Iteration 23Q: 3 clusters Score -592706.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -592737.812500 Penalty: 4192.886719
	Iteration 24Q: 3 clusters Score -592737.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -592758.250000 Penalty: 4192.886719
	Iteration 25Q: 3 clusters Score -592758.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -592770.437500 Penalty: 4192.886719
	Iteration 26Q: 3 clusters Score -592770.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -592780.062500 Penalty: 4192.886719
	Iteration 27Q: 3 clusters Score -592780.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -592786.937500 Penalty: 4192.886719
	Iteration 28Q: 3 clusters Score -592786.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -592794.687500 Penalty: 4192.886719
	Iteration 29Q: 3 clusters Score -592794.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -592802.562500 Penalty: 4192.886719
	Iteration 30Q: 3 clusters Score -592802.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -592809.500000 Penalty: 4192.886719
	Iteration 31Q: 3 clusters Score -592809.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -592819.625000 Penalty: 4192.886719
	Iteration 32Q: 3 clusters Score -592819.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -592829.750000 Penalty: 4192.886719
	Iteration 33Q: 3 clusters Score -592829.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -592837.500000 Penalty: 4192.886719
	Iteration 34Q: 3 clusters Score -592837.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -592847.875000 Penalty: 4192.886719
	Iteration 35Q: 3 clusters Score -592847.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -592852.812500 Penalty: 4192.886719
	Iteration 36Q: 3 clusters Score -592852.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -592860.375000 Penalty: 4192.886719
	Iteration 37Q: 3 clusters Score -592860.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -592865.312500 Penalty: 4192.886719
	Iteration 38Q: 3 clusters Score -592865.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -592873.125000 Penalty: 4192.886719
	Iteration 39Q: 3 clusters Score -592873.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -592880.187500 Penalty: 4192.886719
	Iteration 40F: 3 clusters Score -592880.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -592888.187500 Penalty: 4192.886719
	Iteration 41Q: 3 clusters Score -592888.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -592894.500000 Penalty: 4192.886719
	Iteration 42Q: 3 clusters Score -592894.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -592902.687500 Penalty: 4192.886719
	Iteration 43Q: 3 clusters Score -592902.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -592913.500000 Penalty: 4192.886719
	Iteration 44Q: 3 clusters Score -592913.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -592929.375000 Penalty: 4192.886719
	Iteration 45Q: 3 clusters Score -592929.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -592942.312500 Penalty: 4192.886719
	Iteration 46Q: 3 clusters Score -592942.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -592954.875000 Penalty: 4192.886719
	Iteration 47Q: 3 clusters Score -592954.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -592969.187500 Penalty: 4192.886719
	Iteration 48Q: 3 clusters Score -592969.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -592977.687500 Penalty: 4192.886719
	Iteration 49Q: 3 clusters Score -592977.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -592983.812500 Penalty: 4192.886719
	Iteration 50Q: 3 clusters Score -592983.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -592990.750000 Penalty: 4192.886719
	Iteration 51Q: 3 clusters Score -592990.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -592999.187500 Penalty: 4192.886719
	Iteration 52Q: 3 clusters Score -592999.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -593004.437500 Penalty: 4192.886719
	Iteration 53Q: 3 clusters Score -593004.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -593010.750000 Penalty: 4192.886719
	Iteration 54Q: 3 clusters Score -593010.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -593014.750000 Penalty: 4192.886719
	Iteration 55Q: 3 clusters Score -593014.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -593018.250000 Penalty: 4192.886719
	Iteration 56Q: 3 clusters Score -593018.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -593018.625000 Penalty: 4192.886719
	Iteration 57Q: 3 clusters Score -593018.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -593020.937500 Penalty: 4192.886719
	Iteration 58Q: 3 clusters Score -593020.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -593026.562500 Penalty: 4192.886719
	Iteration 59Q: 3 clusters Score -593026.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -593028.562500 Penalty: 4192.886719
	Iteration 60F: 3 clusters Score -593028.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -593034.875000 Penalty: 4192.886719
	Iteration 61Q: 3 clusters Score -593034.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -593039.000000 Penalty: 4192.886719
	Iteration 62Q: 3 clusters Score -593039 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -593043.187500 Penalty: 4192.886719
	Iteration 63Q: 3 clusters Score -593043.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -593046.125000 Penalty: 4192.886719
	Iteration 64Q: 3 clusters Score -593046.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -593046.437500 Penalty: 4192.886719
	Iteration 65Q: 3 clusters Score -593046.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -593047.312500 Penalty: 4192.886719
	Iteration 66Q: 3 clusters Score -593047.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -593047.000000 Penalty: 4192.886719
	Iteration 67Q: 3 clusters Score -593047 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -593047.625000 Penalty: 4192.886719
	Iteration 68Q: 3 clusters Score -593047.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -593048.687500 Penalty: 4192.886719
	Iteration 69Q: 3 clusters Score -593048.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -593048.812500 Penalty: 4192.886719
	Iteration 70Q: 3 clusters Score -593048.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -593048.875000 Penalty: 4192.886719
	Iteration 71Q: 3 clusters Score -593048.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -593049.812500 Penalty: 4192.886719
	Iteration 72Q: 3 clusters Score -593049.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -593049.812500 Penalty: 4192.886719
	Iteration 73F: 3 clusters Score -593049.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (1716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Entering Unmasked Estep 
Score: -215927.343750 Penalty: 1847.042236
	Iteration 0F: 2 clusters Score -215927.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -213491.796875 Penalty: 3694.084473
	Iteration 0F: 3 clusters Score -213491.8 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -213941.718750 Penalty: 3694.084473
	Iteration 1F: 3 clusters Score -213941.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -214085.812500 Penalty: 3694.084473
	Iteration 2F: 3 clusters Score -214085.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -214154.406250 Penalty: 3694.084473
	Iteration 3Q: 3 clusters Score -214154.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -214190.859375 Penalty: 3694.084473
	Iteration 4Q: 3 clusters Score -214190.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -214207.796875 Penalty: 3694.084473
	Iteration 5Q: 3 clusters Score -214207.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -214219.265625 Penalty: 3694.084473
	Iteration 6Q: 3 clusters Score -214219.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -214228.562500 Penalty: 3694.084473
	Iteration 7Q: 3 clusters Score -214228.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -214233.140625 Penalty: 3694.084473
	Iteration 8Q: 3 clusters Score -214233.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -214237.546875 Penalty: 3694.084473
	Iteration 9Q: 3 clusters Score -214237.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -214242.046875 Penalty: 3694.084473
	Iteration 10Q: 3 clusters Score -214242 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -214244.281250 Penalty: 3694.084473
	Iteration 11Q: 3 clusters Score -214244.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -214244.765625 Penalty: 3694.084473
	Iteration 12Q: 3 clusters Score -214244.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -214244.765625 Penalty: 3694.084473
	Iteration 13F: 3 clusters Score -214244.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (1809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Entering Unmasked Estep 
Score: -261855.796875 Penalty: 1860.131226
	Iteration 0F: 2 clusters Score -261855.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -259568.468750 Penalty: 3720.262451
	Iteration 0F: 3 clusters Score -259568.5 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -260779.859375 Penalty: 3720.262451
	Iteration 1F: 3 clusters Score -260779.9 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -261483.218750 Penalty: 3720.262451
	Iteration 2F: 3 clusters Score -261483.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -261856.500000 Penalty: 3720.262451
	Iteration 3F: 3 clusters Score -261856.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -261979.484375 Penalty: 3720.262451
	Iteration 4Q: 3 clusters Score -261979.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -262064.734375 Penalty: 3720.262451
	Iteration 5Q: 3 clusters Score -262064.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -262135.859375 Penalty: 3720.262451
	Iteration 6Q: 3 clusters Score -262135.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -262218.718750 Penalty: 3720.262451
	Iteration 7Q: 3 clusters Score -262218.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -262271.500000 Penalty: 3720.262451
	Iteration 8Q: 3 clusters Score -262271.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -262285.875000 Penalty: 3720.262451
	Iteration 9Q: 3 clusters Score -262285.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -262289.437500 Penalty: 3720.262451
	Iteration 10Q: 3 clusters Score -262289.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -262292.750000 Penalty: 3720.262451
	Iteration 11Q: 3 clusters Score -262292.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -262294.156250 Penalty: 3720.262451
	Iteration 12Q: 3 clusters Score -262294.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -262300.250000 Penalty: 3720.262451
	Iteration 13Q: 3 clusters Score -262300.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -262306.843750 Penalty: 3720.262451
	Iteration 14Q: 3 clusters Score -262306.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -262316.656250 Penalty: 3720.262451
	Iteration 15Q: 3 clusters Score -262316.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -262325.656250 Penalty: 3720.262451
	Iteration 16Q: 3 clusters Score -262325.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -262327.906250 Penalty: 3720.262451
	Iteration 17Q: 3 clusters Score -262327.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -262327.906250 Penalty: 3720.262451
	Iteration 18F: 3 clusters Score -262327.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 23072 members 
Mstep: Class 2 contains 7984 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 223912 members 
Mstep: Class 5 contains 4145 members 
Mstep: Class 6 contains 2321 members 
Mstep: Class 7 contains 9548 members 
Mstep: Class 8 contains 13865 members 
Mstep: Class 9 contains 7578 members 
Mstep: Class 10 contains 27338 members 
Mstep: Class 11 contains 11557 members 
Mstep: Class 12 contains 779 members 
Mstep: Class 13 contains 3274 members 
Mstep: Class 14 contains 36092 members 
Mstep: Class 15 contains 181891 members 
Mstep: Class 16 contains 23145 members 
Mstep: Class 17 contains 540 members 
Mstep: Class 18 contains 10577 members 
Mstep: Class 19 contains 164592 members 
Mstep: Class 20 contains 56074 members 
Mstep: Class 21 contains 2342 members 
Mstep: Class 22 contains 693 members 
Mstep: Class 23 contains 4376 members 
Mstep: Class 24 contains 3071 members 
Mstep: Class 25 contains 40354 members 
Mstep: Class 26 contains 59151 members 
Mstep: Class 27 contains 28742 members 
Mstep: Class 28 contains 470 members 
Mstep: Class 29 contains 45491 members 
Mstep: Class 30 contains 11167 members 
Mstep: Class 31 contains 6406 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8471 members 
Mstep: Class 34 contains 454 members 
Mstep: Class 35 contains 3385 members 
Mstep: Class 36 contains 8247 members 
Mstep: Class 37 contains 4442 members 
Mstep: Class 38 contains 417 members 
Mstep: Class 39 contains 1821 members 
Mstep: Class 40 contains 19197 members 
Mstep: Class 41 contains 422 members 
Mstep: Class 42 contains 3017 members 
Mstep: Class 43 contains 4335 members 
Mstep: Class 44 contains 2588 members 
Mstep: Class 45 contains 21078 members 
Mstep: Class 46 contains 13169 members 
Mstep: Class 47 contains 375 members 
Mstep: Class 48 contains 8288 members 
Mstep: Class 49 contains 26921 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 1022 members 
Mstep: Class 52 contains 268 members 
Mstep: Class 53 contains 3059 members 
Mstep: Class 54 contains 939 members 
Mstep: Class 55 contains 4546 members 
Mstep: Class 56 contains 17151 members 
Mstep: Class 57 contains 460 members 
Mstep: Class 58 contains 402 members 
Mstep: Class 59 contains 244 members 
Mstep: Class 60 contains 4691 members 
Mstep: Class 61 contains 1716 members 
Mstep: Class 62 contains 1006 members 
Mstep: Class 63 contains 575 members 
Mstep: Class 64 contains 6847 members 
Mstep: Class 65 contains 534 members 
Mstep: Class 66 contains 680 members 
Mstep: Class 67 contains 2787 members 
Mstep: Class 68 contains 256 members 
Mstep: Class 69 contains 715 members 
Mstep: Class 70 contains 150 members 
Mstep: Class 71 contains 343 members 
Mstep: Class 72 contains 803 members 
Entering Unmasked Estep 
Score: -147535184.000000 Penalty: 249769.578125
Splitting cluster 62 changes total score from -147533744.000000 to -147535184.000000
So it's getting split into cluster 72.
Entering ConstructFrom: 
Trying to split cluster 63 (575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Entering Unmasked Estep 
Score: -77827.984375 Penalty: 1575.883789
	Iteration 0F: 2 clusters Score -77827.98 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 285 members 
Entering Unmasked Estep 
Score: -76483.843750 Penalty: 3151.767578
	Iteration 0F: 3 clusters Score -76483.84 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -77596.109375 Penalty: 3151.767578
	Iteration 1F: 3 clusters Score -77596.11 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -77924.976562 Penalty: 3151.767578
	Iteration 2F: 3 clusters Score -77924.98 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -78124.187500 Penalty: 3151.767578
	Iteration 3Q: 3 clusters Score -78124.19 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -78203.585938 Penalty: 3151.767578
	Iteration 4Q: 3 clusters Score -78203.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -78260.109375 Penalty: 3151.767578
	Iteration 5Q: 3 clusters Score -78260.11 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -78370.445312 Penalty: 3151.767578
	Iteration 6Q: 3 clusters Score -78370.45 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -78729.671875 Penalty: 3151.767578
	Iteration 7Q: 3 clusters Score -78729.67 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -79301.820312 Penalty: 3151.767578
	Iteration 8Q: 3 clusters Score -79301.82 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -79528.828125 Penalty: 3151.767578
	Iteration 9Q: 3 clusters Score -79528.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -79566.617188 Penalty: 3151.767578
	Iteration 10Q: 3 clusters Score -79566.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -79623.367188 Penalty: 3151.767578
	Iteration 11Q: 3 clusters Score -79623.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -79670.218750 Penalty: 3151.767578
	Iteration 12Q: 3 clusters Score -79670.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -79688.453125 Penalty: 3151.767578
	Iteration 13Q: 3 clusters Score -79688.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -79709.375000 Penalty: 3151.767578
	Iteration 14F: 3 clusters Score -79709.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -79744.921875 Penalty: 3151.767578
	Iteration 15Q: 3 clusters Score -79744.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -79754.890625 Penalty: 3151.767578
	Iteration 16Q: 3 clusters Score -79754.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -79773.148438 Penalty: 3151.767578
	Iteration 17Q: 3 clusters Score -79773.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -79841.828125 Penalty: 3151.767578
	Iteration 18Q: 3 clusters Score -79841.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -79950.710938 Penalty: 3151.767578
	Iteration 19Q: 3 clusters Score -79950.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -80115.226562 Penalty: 3151.767578
	Iteration 20F: 3 clusters Score -80115.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 23072 members 
Mstep: Class 2 contains 7984 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 223912 members 
Mstep: Class 5 contains 4145 members 
Mstep: Class 6 contains 2321 members 
Mstep: Class 7 contains 9548 members 
Mstep: Class 8 contains 13865 members 
Mstep: Class 9 contains 7578 members 
Mstep: Class 10 contains 27338 members 
Mstep: Class 11 contains 11557 members 
Mstep: Class 12 contains 779 members 
Mstep: Class 13 contains 3274 members 
Mstep: Class 14 contains 36092 members 
Mstep: Class 15 contains 181891 members 
Mstep: Class 16 contains 23145 members 
Mstep: Class 17 contains 540 members 
Mstep: Class 18 contains 10577 members 
Mstep: Class 19 contains 164592 members 
Mstep: Class 20 contains 56074 members 
Mstep: Class 21 contains 2342 members 
Mstep: Class 22 contains 693 members 
Mstep: Class 23 contains 4376 members 
Mstep: Class 24 contains 3071 members 
Mstep: Class 25 contains 40354 members 
Mstep: Class 26 contains 59151 members 
Mstep: Class 27 contains 28742 members 
Mstep: Class 28 contains 470 members 
Mstep: Class 29 contains 45491 members 
Mstep: Class 30 contains 11167 members 
Mstep: Class 31 contains 6406 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8471 members 
Mstep: Class 34 contains 454 members 
Mstep: Class 35 contains 3385 members 
Mstep: Class 36 contains 8247 members 
Mstep: Class 37 contains 4442 members 
Mstep: Class 38 contains 417 members 
Mstep: Class 39 contains 1821 members 
Mstep: Class 40 contains 19197 members 
Mstep: Class 41 contains 422 members 
Mstep: Class 42 contains 3017 members 
Mstep: Class 43 contains 4335 members 
Mstep: Class 44 contains 2588 members 
Mstep: Class 45 contains 21078 members 
Mstep: Class 46 contains 13169 members 
Mstep: Class 47 contains 375 members 
Mstep: Class 48 contains 8288 members 
Mstep: Class 49 contains 26921 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 1022 members 
Mstep: Class 52 contains 268 members 
Mstep: Class 53 contains 3059 members 
Mstep: Class 54 contains 939 members 
Mstep: Class 55 contains 4546 members 
Mstep: Class 56 contains 17151 members 
Mstep: Class 57 contains 460 members 
Mstep: Class 58 contains 402 members 
Mstep: Class 59 contains 244 members 
Mstep: Class 60 contains 4691 members 
Mstep: Class 61 contains 1716 members 
Mstep: Class 62 contains 1006 members 
Mstep: Class 63 contains 340 members 
Mstep: Class 64 contains 6847 members 
Mstep: Class 65 contains 534 members 
Mstep: Class 66 contains 680 members 
Mstep: Class 67 contains 2787 members 
Mstep: Class 68 contains 256 members 
Mstep: Class 69 contains 715 members 
Mstep: Class 70 contains 150 members 
Mstep: Class 71 contains 343 members 
Mstep: Class 72 contains 803 members 
Mstep: Class 73 contains 235 members 
Entering Unmasked Estep 
Score: -147535504.000000 Penalty: 253238.593750
Splitting cluster 63 changes total score from -147533744.000000 to -147535504.000000
So it's getting split into cluster 73.
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 23072 members 
Mstep: Class 2 contains 7984 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 223912 members 
Mstep: Class 5 contains 4145 members 
Mstep: Class 6 contains 2321 members 
Mstep: Class 7 contains 9548 members 
Mstep: Class 8 contains 13865 members 
Mstep: Class 9 contains 7578 members 
Mstep: Class 10 contains 27338 members 
Mstep: Class 11 contains 11557 members 
Mstep: Class 12 contains 779 members 
Mstep: Class 13 contains 3274 members 
Mstep: Class 14 contains 36092 members 
Mstep: Class 15 contains 181891 members 
Mstep: Class 16 contains 23145 members 
Mstep: Class 17 contains 540 members 
Mstep: Class 18 contains 10577 members 
Mstep: Class 19 contains 164592 members 
Mstep: Class 20 contains 56074 members 
Mstep: Class 21 contains 2342 members 
Mstep: Class 22 contains 693 members 
Mstep: Class 23 contains 4376 members 
Mstep: Class 24 contains 3071 members 
Mstep: Class 25 contains 40354 members 
Mstep: Class 26 contains 59151 members 
Mstep: Class 27 contains 28742 members 
Mstep: Class 28 contains 470 members 
Mstep: Class 29 contains 45491 members 
Mstep: Class 30 contains 11167 members 
Mstep: Class 31 contains 6406 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8471 members 
Mstep: Class 34 contains 454 members 
Mstep: Class 35 contains 3385 members 
Mstep: Class 36 contains 8247 members 
Mstep: Class 37 contains 4442 members 
Mstep: Class 38 contains 417 members 
Mstep: Class 39 contains 1821 members 
Mstep: Class 40 contains 19197 members 
Mstep: Class 41 contains 422 members 
Mstep: Class 42 contains 3017 members 
Mstep: Class 43 contains 4335 members 
Mstep: Class 44 contains 2588 members 
Mstep: Class 45 contains 21078 members 
Mstep: Class 46 contains 13169 members 
Mstep: Class 47 contains 375 members 
Mstep: Class 48 contains 8288 members 
Mstep: Class 49 contains 26921 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 1022 members 
Mstep: Class 52 contains 268 members 
Mstep: Class 53 contains 3059 members 
Mstep: Class 54 contains 939 members 
Mstep: Class 55 contains 4546 members 
Mstep: Class 56 contains 17151 members 
Mstep: Class 57 contains 460 members 
Mstep: Class 58 contains 402 members 
Mstep: Class 59 contains 244 members 
Mstep: Class 60 contains 4691 members 
Mstep: Class 61 contains 1716 members 
Mstep: Class 62 contains 1006 members 
Mstep: Class 63 contains 340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147537408.000000 Penalty: 253238.593750
Iteration 159Q: 74 clusters Score -1.475374e+08 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 23071 members 
Mstep: Class 2 contains 7988 members 
Mstep: Class 3 contains 1081 members 
Mstep: Class 4 contains 223908 members 
Mstep: Class 5 contains 4136 members 
Mstep: Class 6 contains 2324 members 
Mstep: Class 7 contains 9562 members 
Mstep: Class 8 contains 13881 members 
Mstep: Class 9 contains 7581 members 
Mstep: Class 10 contains 27347 members 
Mstep: Class 11 contains 11558 members 
Mstep: Class 12 contains 810 members 
Mstep: Class 13 contains 3278 members 
Mstep: Class 14 contains 36095 members 
Mstep: Class 15 contains 181862 members 
Mstep: Class 16 contains 23144 members 
Mstep: Class 17 contains 540 members 
Mstep: Class 18 contains 10590 members 
Mstep: Class 19 contains 164609 members 
Mstep: Class 20 contains 56080 members 
Mstep: Class 21 contains 2341 members 
Mstep: Class 22 contains 690 members 
Mstep: Class 23 contains 4381 members 
Mstep: Class 24 contains 3079 members 
Mstep: Class 25 contains 40446 members 
Mstep: Class 26 contains 59365 members 
Mstep: Class 27 contains 28740 members 
Mstep: Class 28 contains 475 members 
Mstep: Class 29 contains 45494 members 
Mstep: Class 30 contains 11165 members 
Mstep: Class 31 contains 6411 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8498 members 
Mstep: Class 34 contains 453 members 
Mstep: Class 35 contains 3384 members 
Mstep: Class 36 contains 8249 members 
Mstep: Class 37 contains 4460 members 
Mstep: Class 38 contains 420 members 
Mstep: Class 39 contains 1821 members 
Mstep: Class 40 contains 19204 members 
Mstep: Class 41 contains 425 members 
Mstep: Class 42 contains 3043 members 
Mstep: Class 43 contains 4341 members 
Mstep: Class 44 contains 2570 members 
Mstep: Class 45 contains 21172 members 
Mstep: Class 46 contains 13169 members 
Mstep: Class 47 contains 364 members 
Mstep: Class 48 contains 8287 members 
Mstep: Class 49 contains 26912 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 1032 members 
Mstep: Class 52 contains 268 members 
Mstep: Class 53 contains 3074 members 
Mstep: Class 54 contains 991 members 
Mstep: Class 55 contains 4553 members 
Mstep: Class 56 contains 17155 members 
Mstep: Class 57 contains 467 members 
Mstep: Class 58 contains 401 members 
Mstep: Class 59 contains 254 members 
Mstep: Class 60 contains 4706 members 
Mstep: Class 61 contains 1731 members 
Mstep: Class 62 contains 1023 members 
Mstep: Class 63 contains 340 members 
Mstep: Class 64 contains 6242 members 
Mstep: Class 65 contains 522 members 
Mstep: Class 66 contains 672 members 
Mstep: Class 67 contains 2717 members 
Mstep: Class 68 contains 255 members 
Mstep: Class 69 contains 701 members 
Mstep: Class 70 contains 149 members 
Mstep: Class 71 contains 341 members 
Mstep: Class 72 contains 803 members 
Mstep: Class 73 contains 236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147539104.000000 Penalty: 253238.593750
Iteration 160F: 74 clusters Score -1.475391e+08 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 23066 members 
Mstep: Class 2 contains 7993 members 
Mstep: Class 3 contains 1082 members 
Mstep: Class 4 contains 223876 members 
Mstep: Class 5 contains 4134 members 
Mstep: Class 6 contains 2327 members 
Mstep: Class 7 contains 9521 members 
Mstep: Class 8 contains 13895 members 
Mstep: Class 9 contains 7571 members 
Mstep: Class 10 contains 27348 members 
Mstep: Class 11 contains 11560 members 
Mstep: Class 12 contains 832 members 
Mstep: Class 13 contains 3282 members 
Mstep: Class 14 contains 36098 members 
Mstep: Class 15 contains 181853 members 
Mstep: Class 16 contains 23145 members 
Mstep: Class 17 contains 540 members 
Mstep: Class 18 contains 10545 members 
Mstep: Class 19 contains 164612 members 
Mstep: Class 20 contains 56030 members 
Mstep: Class 21 contains 2341 members 
Mstep: Class 22 contains 686 members 
Mstep: Class 23 contains 4381 members 
Mstep: Class 24 contains 3089 members 
Mstep: Class 25 contains 40221 members 
Mstep: Class 26 contains 59482 members 
Mstep: Class 27 contains 28738 members 
Mstep: Class 28 contains 475 members 
Mstep: Class 29 contains 45474 members 
Mstep: Class 30 contains 11163 members 
Mstep: Class 31 contains 6414 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8500 members 
Mstep: Class 34 contains 452 members 
Mstep: Class 35 contains 3389 members 
Mstep: Class 36 contains 8249 members 
Mstep: Class 37 contains 4383 members 
Mstep: Class 38 contains 419 members 
Mstep: Class 39 contains 1822 members 
Mstep: Class 40 contains 19208 members 
Mstep: Class 41 contains 425 members 
Mstep: Class 42 contains 3038 members 
Mstep: Class 43 contains 4345 members 
Mstep: Class 44 contains 2532 members 
Mstep: Class 45 contains 21264 members 
Mstep: Class 46 contains 13163 members 
Mstep: Class 47 contains 358 members 
Mstep: Class 48 contains 8283 members 
Mstep: Class 49 contains 26905 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 1028 members 
Mstep: Class 52 contains 267 members 
Mstep: Class 53 contains 3079 members 
Mstep: Class 54 contains 990 members 
Mstep: Class 55 contains 4556 members 
Mstep: Class 56 contains 17162 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 402 members 
Mstep: Class 59 contains 260 members 
Mstep: Class 60 contains 4715 members 
Mstep: Class 61 contains 1741 members 
Mstep: Class 62 contains 1023 members 
Mstep: Class 63 contains 341 members 
Mstep: Class 64 contains 6474 members 
Mstep: Class 65 contains 521 members 
Mstep: Class 66 contains 668 members 
Mstep: Class 67 contains 2723 members 
Mstep: Class 68 contains 258 members 
Mstep: Class 69 contains 709 members 
Mstep: Class 70 contains 154 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 808 members 
Mstep: Class 73 contains 239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147539968.000000 Penalty: 253238.593750
Iteration 161Q: 74 clusters Score -1.4754e+08 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 23055 members 
Mstep: Class 2 contains 7997 members 
Mstep: Class 3 contains 1084 members 
Mstep: Class 4 contains 223843 members 
Mstep: Class 5 contains 4134 members 
Mstep: Class 6 contains 2330 members 
Mstep: Class 7 contains 9494 members 
Mstep: Class 8 contains 13904 members 
Mstep: Class 9 contains 7558 members 
Mstep: Class 10 contains 27335 members 
Mstep: Class 11 contains 11565 members 
Mstep: Class 12 contains 848 members 
Mstep: Class 13 contains 3283 members 
Mstep: Class 14 contains 36104 members 
Mstep: Class 15 contains 181851 members 
Mstep: Class 16 contains 23145 members 
Mstep: Class 17 contains 540 members 
Mstep: Class 18 contains 10537 members 
Mstep: Class 19 contains 164621 members 
Mstep: Class 20 contains 55973 members 
Mstep: Class 21 contains 2341 members 
Mstep: Class 22 contains 685 members 
Mstep: Class 23 contains 4381 members 
Mstep: Class 24 contains 3091 members 
Mstep: Class 25 contains 40045 members 
Mstep: Class 26 contains 59601 members 
Mstep: Class 27 contains 28736 members 
Mstep: Class 28 contains 477 members 
Mstep: Class 29 contains 45460 members 
Mstep: Class 30 contains 11158 members 
Mstep: Class 31 contains 6415 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8495 members 
Mstep: Class 34 contains 450 members 
Mstep: Class 35 contains 3390 members 
Mstep: Class 36 contains 8251 members 
Mstep: Class 37 contains 4322 members 
Mstep: Class 38 contains 420 members 
Mstep: Class 39 contains 1826 members 
Mstep: Class 40 contains 19211 members 
Mstep: Class 41 contains 425 members 
Mstep: Class 42 contains 3035 members 
Mstep: Class 43 contains 4348 members 
Mstep: Class 44 contains 2510 members 
Mstep: Class 45 contains 21342 members 
Mstep: Class 46 contains 13164 members 
Mstep: Class 47 contains 355 members 
Mstep: Class 48 contains 8281 members 
Mstep: Class 49 contains 26902 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 1027 members 
Mstep: Class 52 contains 270 members 
Mstep: Class 53 contains 3082 members 
Mstep: Class 54 contains 990 members 
Mstep: Class 55 contains 4566 members 
Mstep: Class 56 contains 17168 members 
Mstep: Class 57 contains 467 members 
Mstep: Class 58 contains 400 members 
Mstep: Class 59 contains 272 members 
Mstep: Class 60 contains 4725 members 
Mstep: Class 61 contains 1746 members 
Mstep: Class 62 contains 1027 members 
Mstep: Class 63 contains 342 members 
Mstep: Class 64 contains 6624 members 
Mstep: Class 65 contains 518 members 
Mstep: Class 66 contains 665 members 
Mstep: Class 67 contains 2707 members 
Mstep: Class 68 contains 264 members 
Mstep: Class 69 contains 713 members 
Mstep: Class 70 contains 154 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 808 members 
Mstep: Class 73 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147540464.000000 Penalty: 253238.593750
Iteration 162Q: 74 clusters Score -1.475405e+08 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 23053 members 
Mstep: Class 2 contains 8002 members 
Mstep: Class 3 contains 1086 members 
Mstep: Class 4 contains 223827 members 
Mstep: Class 5 contains 4133 members 
Mstep: Class 6 contains 2331 members 
Mstep: Class 7 contains 9472 members 
Mstep: Class 8 contains 13913 members 
Mstep: Class 9 contains 7553 members 
Mstep: Class 10 contains 27325 members 
Mstep: Class 11 contains 11569 members 
Mstep: Class 12 contains 860 members 
Mstep: Class 13 contains 3284 members 
Mstep: Class 14 contains 36111 members 
Mstep: Class 15 contains 181842 members 
Mstep: Class 16 contains 23142 members 
Mstep: Class 17 contains 540 members 
Mstep: Class 18 contains 10498 members 
Mstep: Class 19 contains 164623 members 
Mstep: Class 20 contains 55923 members 
Mstep: Class 21 contains 2340 members 
Mstep: Class 22 contains 686 members 
Mstep: Class 23 contains 4382 members 
Mstep: Class 24 contains 3100 members 
Mstep: Class 25 contains 39878 members 
Mstep: Class 26 contains 59714 members 
Mstep: Class 27 contains 28737 members 
Mstep: Class 28 contains 482 members 
Mstep: Class 29 contains 45447 members 
Mstep: Class 30 contains 11152 members 
Mstep: Class 31 contains 6417 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8500 members 
Mstep: Class 34 contains 447 members 
Mstep: Class 35 contains 3394 members 
Mstep: Class 36 contains 8257 members 
Mstep: Class 37 contains 4272 members 
Mstep: Class 38 contains 420 members 
Mstep: Class 39 contains 1828 members 
Mstep: Class 40 contains 19216 members 
Mstep: Class 41 contains 425 members 
Mstep: Class 42 contains 3032 members 
Mstep: Class 43 contains 4349 members 
Mstep: Class 44 contains 2494 members 
Mstep: Class 45 contains 21407 members 
Mstep: Class 46 contains 13166 members 
Mstep: Class 47 contains 352 members 
Mstep: Class 48 contains 8285 members 
Mstep: Class 49 contains 26897 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 1026 members 
Mstep: Class 52 contains 273 members 
Mstep: Class 53 contains 3083 members 
Mstep: Class 54 contains 980 members 
Mstep: Class 55 contains 4574 members 
Mstep: Class 56 contains 17177 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 396 members 
Mstep: Class 59 contains 279 members 
Mstep: Class 60 contains 4733 members 
Mstep: Class 61 contains 1748 members 
Mstep: Class 62 contains 1033 members 
Mstep: Class 63 contains 343 members 
Mstep: Class 64 contains 6748 members 
Mstep: Class 65 contains 515 members 
Mstep: Class 66 contains 659 members 
Mstep: Class 67 contains 2707 members 
Mstep: Class 68 contains 269 members 
Mstep: Class 69 contains 713 members 
Mstep: Class 70 contains 154 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 811 members 
Mstep: Class 73 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147540880.000000 Penalty: 253238.593750
Iteration 163Q: 74 clusters Score -1.475409e+08 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 23039 members 
Mstep: Class 2 contains 8005 members 
Mstep: Class 3 contains 1089 members 
Mstep: Class 4 contains 223825 members 
Mstep: Class 5 contains 4133 members 
Mstep: Class 6 contains 2336 members 
Mstep: Class 7 contains 9452 members 
Mstep: Class 8 contains 13919 members 
Mstep: Class 9 contains 7544 members 
Mstep: Class 10 contains 27319 members 
Mstep: Class 11 contains 11571 members 
Mstep: Class 12 contains 873 members 
Mstep: Class 13 contains 3285 members 
Mstep: Class 14 contains 36112 members 
Mstep: Class 15 contains 181836 members 
Mstep: Class 16 contains 23143 members 
Mstep: Class 17 contains 540 members 
Mstep: Class 18 contains 10455 members 
Mstep: Class 19 contains 164631 members 
Mstep: Class 20 contains 55868 members 
Mstep: Class 21 contains 2339 members 
Mstep: Class 22 contains 685 members 
Mstep: Class 23 contains 4382 members 
Mstep: Class 24 contains 3111 members 
Mstep: Class 25 contains 39741 members 
Mstep: Class 26 contains 59831 members 
Mstep: Class 27 contains 28736 members 
Mstep: Class 28 contains 487 members 
Mstep: Class 29 contains 45425 members 
Mstep: Class 30 contains 11148 members 
Mstep: Class 31 contains 6420 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8494 members 
Mstep: Class 34 contains 445 members 
Mstep: Class 35 contains 3394 members 
Mstep: Class 36 contains 8265 members 
Mstep: Class 37 contains 4233 members 
Mstep: Class 38 contains 420 members 
Mstep: Class 39 contains 1828 members 
Mstep: Class 40 contains 19222 members 
Mstep: Class 41 contains 425 members 
Mstep: Class 42 contains 3030 members 
Mstep: Class 43 contains 4354 members 
Mstep: Class 44 contains 2472 members 
Mstep: Class 45 contains 21466 members 
Mstep: Class 46 contains 13166 members 
Mstep: Class 47 contains 350 members 
Mstep: Class 48 contains 8284 members 
Mstep: Class 49 contains 26897 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 1025 members 
Mstep: Class 52 contains 287 members 
Mstep: Class 53 contains 3085 members 
Mstep: Class 54 contains 975 members 
Mstep: Class 55 contains 4581 members 
Mstep: Class 56 contains 17190 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 395 members 
Mstep: Class 59 contains 279 members 
Mstep: Class 60 contains 4738 members 
Mstep: Class 61 contains 1749 members 
Mstep: Class 62 contains 1035 members 
Mstep: Class 63 contains 344 members 
Mstep: Class 64 contains 6852 members 
Mstep: Class 65 contains 515 members 
Mstep: Class 66 contains 653 members 
Mstep: Class 67 contains 2707 members 
Mstep: Class 68 contains 270 members 
Mstep: Class 69 contains 713 members 
Mstep: Class 70 contains 154 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 811 members 
Mstep: Class 73 contains 244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147541264.000000 Penalty: 253238.593750
Iteration 164Q: 74 clusters Score -1.475413e+08 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 23038 members 
Mstep: Class 2 contains 8008 members 
Mstep: Class 3 contains 1089 members 
Mstep: Class 4 contains 223831 members 
Mstep: Class 5 contains 4132 members 
Mstep: Class 6 contains 2340 members 
Mstep: Class 7 contains 9432 members 
Mstep: Class 8 contains 13921 members 
Mstep: Class 9 contains 7540 members 
Mstep: Class 10 contains 27316 members 
Mstep: Class 11 contains 11579 members 
Mstep: Class 12 contains 880 members 
Mstep: Class 13 contains 3291 members 
Mstep: Class 14 contains 36118 members 
Mstep: Class 15 contains 181813 members 
Mstep: Class 16 contains 23141 members 
Mstep: Class 17 contains 540 members 
Mstep: Class 18 contains 10405 members 
Mstep: Class 19 contains 164624 members 
Mstep: Class 20 contains 55830 members 
Mstep: Class 21 contains 2339 members 
Mstep: Class 22 contains 683 members 
Mstep: Class 23 contains 4381 members 
Mstep: Class 24 contains 3121 members 
Mstep: Class 25 contains 39633 members 
Mstep: Class 26 contains 59950 members 
Mstep: Class 27 contains 28733 members 
Mstep: Class 28 contains 492 members 
Mstep: Class 29 contains 45411 members 
Mstep: Class 30 contains 11146 members 
Mstep: Class 31 contains 6422 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8491 members 
Mstep: Class 34 contains 444 members 
Mstep: Class 35 contains 3395 members 
Mstep: Class 36 contains 8269 members 
Mstep: Class 37 contains 4198 members 
Mstep: Class 38 contains 420 members 
Mstep: Class 39 contains 1828 members 
Mstep: Class 40 contains 19225 members 
Mstep: Class 41 contains 425 members 
Mstep: Class 42 contains 3028 members 
Mstep: Class 43 contains 4349 members 
Mstep: Class 44 contains 2456 members 
Mstep: Class 45 contains 21517 members 
Mstep: Class 46 contains 13163 members 
Mstep: Class 47 contains 347 members 
Mstep: Class 48 contains 8284 members 
Mstep: Class 49 contains 26895 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 1025 members 
Mstep: Class 52 contains 294 members 
Mstep: Class 53 contains 3088 members 
Mstep: Class 54 contains 972 members 
Mstep: Class 55 contains 4589 members 
Mstep: Class 56 contains 17199 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 398 members 
Mstep: Class 59 contains 279 members 
Mstep: Class 60 contains 4741 members 
Mstep: Class 61 contains 1752 members 
Mstep: Class 62 contains 1042 members 
Mstep: Class 63 contains 346 members 
Mstep: Class 64 contains 6927 members 
Mstep: Class 65 contains 516 members 
Mstep: Class 66 contains 646 members 
Mstep: Class 67 contains 2711 members 
Mstep: Class 68 contains 271 members 
Mstep: Class 69 contains 712 members 
Mstep: Class 70 contains 154 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 808 members 
Mstep: Class 73 contains 244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147541696.000000 Penalty: 253238.593750
Iteration 165Q: 74 clusters Score -1.475417e+08 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 23032 members 
Mstep: Class 2 contains 8015 members 
Mstep: Class 3 contains 1091 members 
Mstep: Class 4 contains 223846 members 
Mstep: Class 5 contains 4132 members 
Mstep: Class 6 contains 2344 members 
Mstep: Class 7 contains 9417 members 
Mstep: Class 8 contains 13928 members 
Mstep: Class 9 contains 7537 members 
Mstep: Class 10 contains 27310 members 
Mstep: Class 11 contains 11582 members 
Mstep: Class 12 contains 893 members 
Mstep: Class 13 contains 3296 members 
Mstep: Class 14 contains 36115 members 
Mstep: Class 15 contains 181796 members 
Mstep: Class 16 contains 23141 members 
Mstep: Class 17 contains 540 members 
Mstep: Class 18 contains 10365 members 
Mstep: Class 19 contains 164618 members 
Mstep: Class 20 contains 55789 members 
Mstep: Class 21 contains 2338 members 
Mstep: Class 22 contains 683 members 
Mstep: Class 23 contains 4379 members 
Mstep: Class 24 contains 3126 members 
Mstep: Class 25 contains 39548 members 
Mstep: Class 26 contains 60035 members 
Mstep: Class 27 contains 28730 members 
Mstep: Class 28 contains 495 members 
Mstep: Class 29 contains 45397 members 
Mstep: Class 30 contains 11143 members 
Mstep: Class 31 contains 6427 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8496 members 
Mstep: Class 34 contains 443 members 
Mstep: Class 35 contains 3397 members 
Mstep: Class 36 contains 8272 members 
Mstep: Class 37 contains 4174 members 
Mstep: Class 38 contains 420 members 
Mstep: Class 39 contains 1828 members 
Mstep: Class 40 contains 19228 members 
Mstep: Class 41 contains 425 members 
Mstep: Class 42 contains 3026 members 
Mstep: Class 43 contains 4347 members 
Mstep: Class 44 contains 2439 members 
Mstep: Class 45 contains 21553 members 
Mstep: Class 46 contains 13159 members 
Mstep: Class 47 contains 345 members 
Mstep: Class 48 contains 8286 members 
Mstep: Class 49 contains 26896 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 1025 members 
Mstep: Class 52 contains 296 members 
Mstep: Class 53 contains 3091 members 
Mstep: Class 54 contains 973 members 
Mstep: Class 55 contains 4596 members 
Mstep: Class 56 contains 17209 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 401 members 
Mstep: Class 59 contains 280 members 
Mstep: Class 60 contains 4745 members 
Mstep: Class 61 contains 1756 members 
Mstep: Class 62 contains 1042 members 
Mstep: Class 63 contains 348 members 
Mstep: Class 64 contains 6988 members 
Mstep: Class 65 contains 517 members 
Mstep: Class 66 contains 641 members 
Mstep: Class 67 contains 2708 members 
Mstep: Class 68 contains 272 members 
Mstep: Class 69 contains 710 members 
Mstep: Class 70 contains 154 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 809 members 
Mstep: Class 73 contains 244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147541664.000000 Penalty: 253238.593750
Iteration 166Q: 74 clusters Score -1.475417e+08 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 23021 members 
Mstep: Class 2 contains 8023 members 
Mstep: Class 3 contains 1092 members 
Mstep: Class 4 contains 223863 members 
Mstep: Class 5 contains 4132 members 
Mstep: Class 6 contains 2344 members 
Mstep: Class 7 contains 9414 members 
Mstep: Class 8 contains 13926 members 
Mstep: Class 9 contains 7535 members 
Mstep: Class 10 contains 27301 members 
Mstep: Class 11 contains 11582 members 
Mstep: Class 12 contains 910 members 
Mstep: Class 13 contains 3301 members 
Mstep: Class 14 contains 36112 members 
Mstep: Class 15 contains 181777 members 
Mstep: Class 16 contains 23140 members 
Mstep: Class 17 contains 540 members 
Mstep: Class 18 contains 10340 members 
Mstep: Class 19 contains 164615 members 
Mstep: Class 20 contains 55747 members 
Mstep: Class 21 contains 2336 members 
Mstep: Class 22 contains 682 members 
Mstep: Class 23 contains 4378 members 
Mstep: Class 24 contains 3130 members 
Mstep: Class 25 contains 39474 members 
Mstep: Class 26 contains 60093 members 
Mstep: Class 27 contains 28732 members 
Mstep: Class 28 contains 497 members 
Mstep: Class 29 contains 45390 members 
Mstep: Class 30 contains 11141 members 
Mstep: Class 31 contains 6435 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8499 members 
Mstep: Class 34 contains 442 members 
Mstep: Class 35 contains 3400 members 
Mstep: Class 36 contains 8275 members 
Mstep: Class 37 contains 4154 members 
Mstep: Class 38 contains 420 members 
Mstep: Class 39 contains 1828 members 
Mstep: Class 40 contains 19231 members 
Mstep: Class 41 contains 425 members 
Mstep: Class 42 contains 3027 members 
Mstep: Class 43 contains 4348 members 
Mstep: Class 44 contains 2426 members 
Mstep: Class 45 contains 21585 members 
Mstep: Class 46 contains 13154 members 
Mstep: Class 47 contains 343 members 
Mstep: Class 48 contains 8288 members 
Mstep: Class 49 contains 26894 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 1026 members 
Mstep: Class 52 contains 298 members 
Mstep: Class 53 contains 3093 members 
Mstep: Class 54 contains 972 members 
Mstep: Class 55 contains 4602 members 
Mstep: Class 56 contains 17220 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 404 members 
Mstep: Class 59 contains 280 members 
Mstep: Class 60 contains 4749 members 
Mstep: Class 61 contains 1758 members 
Mstep: Class 62 contains 1047 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 7046 members 
Mstep: Class 65 contains 517 members 
Mstep: Class 66 contains 640 members 
Mstep: Class 67 contains 2699 members 
Mstep: Class 68 contains 274 members 
Mstep: Class 69 contains 707 members 
Mstep: Class 70 contains 154 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 806 members 
Mstep: Class 73 contains 244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147542048.000000 Penalty: 253238.593750
Iteration 167Q: 74 clusters Score -1.47542e+08 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 23007 members 
Mstep: Class 2 contains 8027 members 
Mstep: Class 3 contains 1092 members 
Mstep: Class 4 contains 223875 members 
Mstep: Class 5 contains 4132 members 
Mstep: Class 6 contains 2345 members 
Mstep: Class 7 contains 9408 members 
Mstep: Class 8 contains 13936 members 
Mstep: Class 9 contains 7533 members 
Mstep: Class 10 contains 27294 members 
Mstep: Class 11 contains 11580 members 
Mstep: Class 12 contains 926 members 
Mstep: Class 13 contains 3303 members 
Mstep: Class 14 contains 36116 members 
Mstep: Class 15 contains 181766 members 
Mstep: Class 16 contains 23136 members 
Mstep: Class 17 contains 540 members 
Mstep: Class 18 contains 10286 members 
Mstep: Class 19 contains 164610 members 
Mstep: Class 20 contains 55708 members 
Mstep: Class 21 contains 2336 members 
Mstep: Class 22 contains 681 members 
Mstep: Class 23 contains 4378 members 
Mstep: Class 24 contains 3137 members 
Mstep: Class 25 contains 39414 members 
Mstep: Class 26 contains 60175 members 
Mstep: Class 27 contains 28732 members 
Mstep: Class 28 contains 500 members 
Mstep: Class 29 contains 45381 members 
Mstep: Class 30 contains 11140 members 
Mstep: Class 31 contains 6439 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8498 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 3401 members 
Mstep: Class 36 contains 8277 members 
Mstep: Class 37 contains 4132 members 
Mstep: Class 38 contains 420 members 
Mstep: Class 39 contains 1828 members 
Mstep: Class 40 contains 19231 members 
Mstep: Class 41 contains 425 members 
Mstep: Class 42 contains 3027 members 
Mstep: Class 43 contains 4348 members 
Mstep: Class 44 contains 2411 members 
Mstep: Class 45 contains 21621 members 
Mstep: Class 46 contains 13150 members 
Mstep: Class 47 contains 342 members 
Mstep: Class 48 contains 8286 members 
Mstep: Class 49 contains 26893 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 1028 members 
Mstep: Class 52 contains 298 members 
Mstep: Class 53 contains 3094 members 
Mstep: Class 54 contains 971 members 
Mstep: Class 55 contains 4608 members 
Mstep: Class 56 contains 17226 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 406 members 
Mstep: Class 59 contains 281 members 
Mstep: Class 60 contains 4753 members 
Mstep: Class 61 contains 1762 members 
Mstep: Class 62 contains 1050 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 7104 members 
Mstep: Class 65 contains 517 members 
Mstep: Class 66 contains 639 members 
Mstep: Class 67 contains 2695 members 
Mstep: Class 68 contains 275 members 
Mstep: Class 69 contains 705 members 
Mstep: Class 70 contains 154 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147541952.000000 Penalty: 253238.593750
Iteration 168Q: 74 clusters Score -1.47542e+08 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22998 members 
Mstep: Class 2 contains 8028 members 
Mstep: Class 3 contains 1092 members 
Mstep: Class 4 contains 223883 members 
Mstep: Class 5 contains 4132 members 
Mstep: Class 6 contains 2344 members 
Mstep: Class 7 contains 9407 members 
Mstep: Class 8 contains 13944 members 
Mstep: Class 9 contains 7529 members 
Mstep: Class 10 contains 27284 members 
Mstep: Class 11 contains 11579 members 
Mstep: Class 12 contains 943 members 
Mstep: Class 13 contains 3302 members 
Mstep: Class 14 contains 36118 members 
Mstep: Class 15 contains 181762 members 
Mstep: Class 16 contains 23135 members 
Mstep: Class 17 contains 540 members 
Mstep: Class 18 contains 10249 members 
Mstep: Class 19 contains 164609 members 
Mstep: Class 20 contains 55677 members 
Mstep: Class 21 contains 2336 members 
Mstep: Class 22 contains 679 members 
Mstep: Class 23 contains 4380 members 
Mstep: Class 24 contains 3147 members 
Mstep: Class 25 contains 39348 members 
Mstep: Class 26 contains 60239 members 
Mstep: Class 27 contains 28731 members 
Mstep: Class 28 contains 500 members 
Mstep: Class 29 contains 45377 members 
Mstep: Class 30 contains 11139 members 
Mstep: Class 31 contains 6440 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8494 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 3403 members 
Mstep: Class 36 contains 8280 members 
Mstep: Class 37 contains 4117 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1828 members 
Mstep: Class 40 contains 19230 members 
Mstep: Class 41 contains 424 members 
Mstep: Class 42 contains 3026 members 
Mstep: Class 43 contains 4350 members 
Mstep: Class 44 contains 2394 members 
Mstep: Class 45 contains 21655 members 
Mstep: Class 46 contains 13142 members 
Mstep: Class 47 contains 340 members 
Mstep: Class 48 contains 8286 members 
Mstep: Class 49 contains 26891 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 1029 members 
Mstep: Class 52 contains 299 members 
Mstep: Class 53 contains 3096 members 
Mstep: Class 54 contains 974 members 
Mstep: Class 55 contains 4610 members 
Mstep: Class 56 contains 17237 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 406 members 
Mstep: Class 59 contains 283 members 
Mstep: Class 60 contains 4756 members 
Mstep: Class 61 contains 1764 members 
Mstep: Class 62 contains 1053 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 7151 members 
Mstep: Class 65 contains 517 members 
Mstep: Class 66 contains 639 members 
Mstep: Class 67 contains 2684 members 
Mstep: Class 68 contains 278 members 
Mstep: Class 69 contains 706 members 
Mstep: Class 70 contains 154 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147542064.000000 Penalty: 253238.593750
Iteration 169Q: 74 clusters Score -1.475421e+08 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22993 members 
Mstep: Class 2 contains 8029 members 
Mstep: Class 3 contains 1093 members 
Mstep: Class 4 contains 223887 members 
Mstep: Class 5 contains 4132 members 
Mstep: Class 6 contains 2346 members 
Mstep: Class 7 contains 9407 members 
Mstep: Class 8 contains 13949 members 
Mstep: Class 9 contains 7523 members 
Mstep: Class 10 contains 27279 members 
Mstep: Class 11 contains 11580 members 
Mstep: Class 12 contains 960 members 
Mstep: Class 13 contains 3303 members 
Mstep: Class 14 contains 36122 members 
Mstep: Class 15 contains 181756 members 
Mstep: Class 16 contains 23134 members 
Mstep: Class 17 contains 540 members 
Mstep: Class 18 contains 10228 members 
Mstep: Class 19 contains 164612 members 
Mstep: Class 20 contains 55643 members 
Mstep: Class 21 contains 2336 members 
Mstep: Class 22 contains 678 members 
Mstep: Class 23 contains 4380 members 
Mstep: Class 24 contains 3152 members 
Mstep: Class 25 contains 39284 members 
Mstep: Class 26 contains 60283 members 
Mstep: Class 27 contains 28730 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 45365 members 
Mstep: Class 30 contains 11138 members 
Mstep: Class 31 contains 6441 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8491 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 3405 members 
Mstep: Class 36 contains 8283 members 
Mstep: Class 37 contains 4100 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1829 members 
Mstep: Class 40 contains 19227 members 
Mstep: Class 41 contains 424 members 
Mstep: Class 42 contains 3026 members 
Mstep: Class 43 contains 4352 members 
Mstep: Class 44 contains 2383 members 
Mstep: Class 45 contains 21684 members 
Mstep: Class 46 contains 13136 members 
Mstep: Class 47 contains 338 members 
Mstep: Class 48 contains 8286 members 
Mstep: Class 49 contains 26891 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 1031 members 
Mstep: Class 52 contains 301 members 
Mstep: Class 53 contains 3096 members 
Mstep: Class 54 contains 978 members 
Mstep: Class 55 contains 4614 members 
Mstep: Class 56 contains 17244 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 406 members 
Mstep: Class 59 contains 283 members 
Mstep: Class 60 contains 4760 members 
Mstep: Class 61 contains 1766 members 
Mstep: Class 62 contains 1053 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 7211 members 
Mstep: Class 65 contains 517 members 
Mstep: Class 66 contains 640 members 
Mstep: Class 67 contains 2667 members 
Mstep: Class 68 contains 279 members 
Mstep: Class 69 contains 707 members 
Mstep: Class 70 contains 154 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147542528.000000 Penalty: 253238.593750
Iteration 170Q: 74 clusters Score -1.475425e+08 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22986 members 
Mstep: Class 2 contains 8028 members 
Mstep: Class 3 contains 1095 members 
Mstep: Class 4 contains 223894 members 
Mstep: Class 5 contains 4132 members 
Mstep: Class 6 contains 2349 members 
Mstep: Class 7 contains 9406 members 
Mstep: Class 8 contains 13957 members 
Mstep: Class 9 contains 7525 members 
Mstep: Class 10 contains 27274 members 
Mstep: Class 11 contains 11580 members 
Mstep: Class 12 contains 964 members 
Mstep: Class 13 contains 3304 members 
Mstep: Class 14 contains 36130 members 
Mstep: Class 15 contains 181751 members 
Mstep: Class 16 contains 23132 members 
Mstep: Class 17 contains 540 members 
Mstep: Class 18 contains 10209 members 
Mstep: Class 19 contains 164617 members 
Mstep: Class 20 contains 55603 members 
Mstep: Class 21 contains 2336 members 
Mstep: Class 22 contains 678 members 
Mstep: Class 23 contains 4381 members 
Mstep: Class 24 contains 3154 members 
Mstep: Class 25 contains 39217 members 
Mstep: Class 26 contains 60333 members 
Mstep: Class 27 contains 28735 members 
Mstep: Class 28 contains 498 members 
Mstep: Class 29 contains 45352 members 
Mstep: Class 30 contains 11137 members 
Mstep: Class 31 contains 6442 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8488 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 3409 members 
Mstep: Class 36 contains 8283 members 
Mstep: Class 37 contains 4079 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1830 members 
Mstep: Class 40 contains 19221 members 
Mstep: Class 41 contains 424 members 
Mstep: Class 42 contains 3026 members 
Mstep: Class 43 contains 4356 members 
Mstep: Class 44 contains 2382 members 
Mstep: Class 45 contains 21707 members 
Mstep: Class 46 contains 13128 members 
Mstep: Class 47 contains 338 members 
Mstep: Class 48 contains 8288 members 
Mstep: Class 49 contains 26889 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 1029 members 
Mstep: Class 52 contains 301 members 
Mstep: Class 53 contains 3096 members 
Mstep: Class 54 contains 978 members 
Mstep: Class 55 contains 4618 members 
Mstep: Class 56 contains 17247 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 406 members 
Mstep: Class 59 contains 284 members 
Mstep: Class 60 contains 4761 members 
Mstep: Class 61 contains 1766 members 
Mstep: Class 62 contains 1057 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 7277 members 
Mstep: Class 65 contains 517 members 
Mstep: Class 66 contains 641 members 
Mstep: Class 67 contains 2659 members 
Mstep: Class 68 contains 279 members 
Mstep: Class 69 contains 707 members 
Mstep: Class 70 contains 154 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147542224.000000 Penalty: 253238.593750
Iteration 171Q: 74 clusters Score -1.475422e+08 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22982 members 
Mstep: Class 2 contains 8029 members 
Mstep: Class 3 contains 1096 members 
Mstep: Class 4 contains 223910 members 
Mstep: Class 5 contains 4132 members 
Mstep: Class 6 contains 2352 members 
Mstep: Class 7 contains 9401 members 
Mstep: Class 8 contains 13964 members 
Mstep: Class 9 contains 7520 members 
Mstep: Class 10 contains 27269 members 
Mstep: Class 11 contains 11581 members 
Mstep: Class 12 contains 966 members 
Mstep: Class 13 contains 3304 members 
Mstep: Class 14 contains 36140 members 
Mstep: Class 15 contains 181732 members 
Mstep: Class 16 contains 23130 members 
Mstep: Class 17 contains 540 members 
Mstep: Class 18 contains 10190 members 
Mstep: Class 19 contains 164620 members 
Mstep: Class 20 contains 55568 members 
Mstep: Class 21 contains 2335 members 
Mstep: Class 22 contains 678 members 
Mstep: Class 23 contains 4379 members 
Mstep: Class 24 contains 3151 members 
Mstep: Class 25 contains 39156 members 
Mstep: Class 26 contains 60374 members 
Mstep: Class 27 contains 28735 members 
Mstep: Class 28 contains 495 members 
Mstep: Class 29 contains 45347 members 
Mstep: Class 30 contains 11135 members 
Mstep: Class 31 contains 6442 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8488 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 3410 members 
Mstep: Class 36 contains 8287 members 
Mstep: Class 37 contains 4065 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1830 members 
Mstep: Class 40 contains 19224 members 
Mstep: Class 41 contains 424 members 
Mstep: Class 42 contains 3023 members 
Mstep: Class 43 contains 4358 members 
Mstep: Class 44 contains 2380 members 
Mstep: Class 45 contains 21733 members 
Mstep: Class 46 contains 13121 members 
Mstep: Class 47 contains 338 members 
Mstep: Class 48 contains 8290 members 
Mstep: Class 49 contains 26891 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 1028 members 
Mstep: Class 52 contains 302 members 
Mstep: Class 53 contains 3099 members 
Mstep: Class 54 contains 978 members 
Mstep: Class 55 contains 4625 members 
Mstep: Class 56 contains 17249 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 406 members 
Mstep: Class 59 contains 284 members 
Mstep: Class 60 contains 4763 members 
Mstep: Class 61 contains 1767 members 
Mstep: Class 62 contains 1054 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 7332 members 
Mstep: Class 65 contains 517 members 
Mstep: Class 66 contains 644 members 
Mstep: Class 67 contains 2660 members 
Mstep: Class 68 contains 279 members 
Mstep: Class 69 contains 707 members 
Mstep: Class 70 contains 154 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 806 members 
Mstep: Class 73 contains 247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147542000.000000 Penalty: 253238.593750
Iteration 172Q: 74 clusters Score -1.47542e+08 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22973 members 
Mstep: Class 2 contains 8031 members 
Mstep: Class 3 contains 1097 members 
Mstep: Class 4 contains 223931 members 
Mstep: Class 5 contains 4132 members 
Mstep: Class 6 contains 2354 members 
Mstep: Class 7 contains 9398 members 
Mstep: Class 8 contains 13973 members 
Mstep: Class 9 contains 7510 members 
Mstep: Class 10 contains 27261 members 
Mstep: Class 11 contains 11583 members 
Mstep: Class 12 contains 968 members 
Mstep: Class 13 contains 3304 members 
Mstep: Class 14 contains 36141 members 
Mstep: Class 15 contains 181727 members 
Mstep: Class 16 contains 23127 members 
Mstep: Class 17 contains 540 members 
Mstep: Class 18 contains 10173 members 
Mstep: Class 19 contains 164625 members 
Mstep: Class 20 contains 55539 members 
Mstep: Class 21 contains 2334 members 
Mstep: Class 22 contains 678 members 
Mstep: Class 23 contains 4379 members 
Mstep: Class 24 contains 3151 members 
Mstep: Class 25 contains 39107 members 
Mstep: Class 26 contains 60391 members 
Mstep: Class 27 contains 28735 members 
Mstep: Class 28 contains 488 members 
Mstep: Class 29 contains 45332 members 
Mstep: Class 30 contains 11133 members 
Mstep: Class 31 contains 6442 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8487 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 3409 members 
Mstep: Class 36 contains 8288 members 
Mstep: Class 37 contains 4060 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1830 members 
Mstep: Class 40 contains 19226 members 
Mstep: Class 41 contains 424 members 
Mstep: Class 42 contains 3022 members 
Mstep: Class 43 contains 4359 members 
Mstep: Class 44 contains 2378 members 
Mstep: Class 45 contains 21763 members 
Mstep: Class 46 contains 13121 members 
Mstep: Class 47 contains 338 members 
Mstep: Class 48 contains 8292 members 
Mstep: Class 49 contains 26890 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 1027 members 
Mstep: Class 52 contains 302 members 
Mstep: Class 53 contains 3101 members 
Mstep: Class 54 contains 978 members 
Mstep: Class 55 contains 4633 members 
Mstep: Class 56 contains 17249 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 284 members 
Mstep: Class 60 contains 4766 members 
Mstep: Class 61 contains 1767 members 
Mstep: Class 62 contains 1055 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 7384 members 
Mstep: Class 65 contains 517 members 
Mstep: Class 66 contains 651 members 
Mstep: Class 67 contains 2661 members 
Mstep: Class 68 contains 279 members 
Mstep: Class 69 contains 707 members 
Mstep: Class 70 contains 154 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147541952.000000 Penalty: 253238.593750
Iteration 173Q: 74 clusters Score -1.47542e+08 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22963 members 
Mstep: Class 2 contains 8031 members 
Mstep: Class 3 contains 1098 members 
Mstep: Class 4 contains 223936 members 
Mstep: Class 5 contains 4132 members 
Mstep: Class 6 contains 2356 members 
Mstep: Class 7 contains 9395 members 
Mstep: Class 8 contains 13982 members 
Mstep: Class 9 contains 7506 members 
Mstep: Class 10 contains 27255 members 
Mstep: Class 11 contains 11586 members 
Mstep: Class 12 contains 971 members 
Mstep: Class 13 contains 3305 members 
Mstep: Class 14 contains 36142 members 
Mstep: Class 15 contains 181720 members 
Mstep: Class 16 contains 23124 members 
Mstep: Class 17 contains 540 members 
Mstep: Class 18 contains 10153 members 
Mstep: Class 19 contains 164620 members 
Mstep: Class 20 contains 55522 members 
Mstep: Class 21 contains 2333 members 
Mstep: Class 22 contains 678 members 
Mstep: Class 23 contains 4379 members 
Mstep: Class 24 contains 3156 members 
Mstep: Class 25 contains 39072 members 
Mstep: Class 26 contains 60423 members 
Mstep: Class 27 contains 28735 members 
Mstep: Class 28 contains 480 members 
Mstep: Class 29 contains 45327 members 
Mstep: Class 30 contains 11131 members 
Mstep: Class 31 contains 6442 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8484 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 3409 members 
Mstep: Class 36 contains 8288 members 
Mstep: Class 37 contains 4048 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1830 members 
Mstep: Class 40 contains 19227 members 
Mstep: Class 41 contains 424 members 
Mstep: Class 42 contains 3020 members 
Mstep: Class 43 contains 4360 members 
Mstep: Class 44 contains 2372 members 
Mstep: Class 45 contains 21783 members 
Mstep: Class 46 contains 13120 members 
Mstep: Class 47 contains 338 members 
Mstep: Class 48 contains 8292 members 
Mstep: Class 49 contains 26889 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 1027 members 
Mstep: Class 52 contains 302 members 
Mstep: Class 53 contains 3100 members 
Mstep: Class 54 contains 978 members 
Mstep: Class 55 contains 4641 members 
Mstep: Class 56 contains 17249 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 404 members 
Mstep: Class 59 contains 284 members 
Mstep: Class 60 contains 4768 members 
Mstep: Class 61 contains 1767 members 
Mstep: Class 62 contains 1055 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 7432 members 
Mstep: Class 65 contains 517 members 
Mstep: Class 66 contains 659 members 
Mstep: Class 67 contains 2664 members 
Mstep: Class 68 contains 279 members 
Mstep: Class 69 contains 707 members 
Mstep: Class 70 contains 154 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147542080.000000 Penalty: 253238.593750
Iteration 174Q: 74 clusters Score -1.475421e+08 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22957 members 
Mstep: Class 2 contains 8031 members 
Mstep: Class 3 contains 1100 members 
Mstep: Class 4 contains 223941 members 
Mstep: Class 5 contains 4132 members 
Mstep: Class 6 contains 2362 members 
Mstep: Class 7 contains 9395 members 
Mstep: Class 8 contains 13993 members 
Mstep: Class 9 contains 7503 members 
Mstep: Class 10 contains 27251 members 
Mstep: Class 11 contains 11585 members 
Mstep: Class 12 contains 971 members 
Mstep: Class 13 contains 3306 members 
Mstep: Class 14 contains 36141 members 
Mstep: Class 15 contains 181710 members 
Mstep: Class 16 contains 23124 members 
Mstep: Class 17 contains 541 members 
Mstep: Class 18 contains 10126 members 
Mstep: Class 19 contains 164618 members 
Mstep: Class 20 contains 55496 members 
Mstep: Class 21 contains 2332 members 
Mstep: Class 22 contains 678 members 
Mstep: Class 23 contains 4379 members 
Mstep: Class 24 contains 3155 members 
Mstep: Class 25 contains 39051 members 
Mstep: Class 26 contains 60443 members 
Mstep: Class 27 contains 28731 members 
Mstep: Class 28 contains 476 members 
Mstep: Class 29 contains 45324 members 
Mstep: Class 30 contains 11129 members 
Mstep: Class 31 contains 6443 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8486 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 3410 members 
Mstep: Class 36 contains 8288 members 
Mstep: Class 37 contains 4042 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1830 members 
Mstep: Class 40 contains 19228 members 
Mstep: Class 41 contains 424 members 
Mstep: Class 42 contains 3019 members 
Mstep: Class 43 contains 4365 members 
Mstep: Class 44 contains 2367 members 
Mstep: Class 45 contains 21798 members 
Mstep: Class 46 contains 13122 members 
Mstep: Class 47 contains 338 members 
Mstep: Class 48 contains 8292 members 
Mstep: Class 49 contains 26888 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 1027 members 
Mstep: Class 52 contains 302 members 
Mstep: Class 53 contains 3100 members 
Mstep: Class 54 contains 978 members 
Mstep: Class 55 contains 4650 members 
Mstep: Class 56 contains 17251 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 284 members 
Mstep: Class 60 contains 4770 members 
Mstep: Class 61 contains 1767 members 
Mstep: Class 62 contains 1054 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 7468 members 
Mstep: Class 65 contains 517 members 
Mstep: Class 66 contains 665 members 
Mstep: Class 67 contains 2665 members 
Mstep: Class 68 contains 279 members 
Mstep: Class 69 contains 707 members 
Mstep: Class 70 contains 154 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147542144.000000 Penalty: 253238.593750
Iteration 175Q: 74 clusters Score -1.475421e+08 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22949 members 
Mstep: Class 2 contains 8030 members 
Mstep: Class 3 contains 1101 members 
Mstep: Class 4 contains 223937 members 
Mstep: Class 5 contains 4132 members 
Mstep: Class 6 contains 2365 members 
Mstep: Class 7 contains 9396 members 
Mstep: Class 8 contains 13999 members 
Mstep: Class 9 contains 7503 members 
Mstep: Class 10 contains 27252 members 
Mstep: Class 11 contains 11587 members 
Mstep: Class 12 contains 972 members 
Mstep: Class 13 contains 3308 members 
Mstep: Class 14 contains 36143 members 
Mstep: Class 15 contains 181709 members 
Mstep: Class 16 contains 23124 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 10114 members 
Mstep: Class 19 contains 164619 members 
Mstep: Class 20 contains 55476 members 
Mstep: Class 21 contains 2332 members 
Mstep: Class 22 contains 678 members 
Mstep: Class 23 contains 4378 members 
Mstep: Class 24 contains 3153 members 
Mstep: Class 25 contains 39031 members 
Mstep: Class 26 contains 60461 members 
Mstep: Class 27 contains 28729 members 
Mstep: Class 28 contains 474 members 
Mstep: Class 29 contains 45318 members 
Mstep: Class 30 contains 11126 members 
Mstep: Class 31 contains 6446 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8485 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 3409 members 
Mstep: Class 36 contains 8290 members 
Mstep: Class 37 contains 4029 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1830 members 
Mstep: Class 40 contains 19228 members 
Mstep: Class 41 contains 424 members 
Mstep: Class 42 contains 3020 members 
Mstep: Class 43 contains 4367 members 
Mstep: Class 44 contains 2363 members 
Mstep: Class 45 contains 21802 members 
Mstep: Class 46 contains 13122 members 
Mstep: Class 47 contains 338 members 
Mstep: Class 48 contains 8290 members 
Mstep: Class 49 contains 26885 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 1027 members 
Mstep: Class 52 contains 302 members 
Mstep: Class 53 contains 3100 members 
Mstep: Class 54 contains 978 members 
Mstep: Class 55 contains 4659 members 
Mstep: Class 56 contains 17256 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 284 members 
Mstep: Class 60 contains 4773 members 
Mstep: Class 61 contains 1767 members 
Mstep: Class 62 contains 1054 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 7502 members 
Mstep: Class 65 contains 517 members 
Mstep: Class 66 contains 668 members 
Mstep: Class 67 contains 2666 members 
Mstep: Class 68 contains 279 members 
Mstep: Class 69 contains 707 members 
Mstep: Class 70 contains 154 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147542160.000000 Penalty: 253238.593750
Iteration 176Q: 74 clusters Score -1.475422e+08 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22945 members 
Mstep: Class 2 contains 8027 members 
Mstep: Class 3 contains 1102 members 
Mstep: Class 4 contains 223940 members 
Mstep: Class 5 contains 4132 members 
Mstep: Class 6 contains 2368 members 
Mstep: Class 7 contains 9402 members 
Mstep: Class 8 contains 14003 members 
Mstep: Class 9 contains 7504 members 
Mstep: Class 10 contains 27247 members 
Mstep: Class 11 contains 11587 members 
Mstep: Class 12 contains 972 members 
Mstep: Class 13 contains 3310 members 
Mstep: Class 14 contains 36143 members 
Mstep: Class 15 contains 181699 members 
Mstep: Class 16 contains 23124 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 10103 members 
Mstep: Class 19 contains 164623 members 
Mstep: Class 20 contains 55455 members 
Mstep: Class 21 contains 2332 members 
Mstep: Class 22 contains 678 members 
Mstep: Class 23 contains 4377 members 
Mstep: Class 24 contains 3153 members 
Mstep: Class 25 contains 39012 members 
Mstep: Class 26 contains 60481 members 
Mstep: Class 27 contains 28729 members 
Mstep: Class 28 contains 471 members 
Mstep: Class 29 contains 45312 members 
Mstep: Class 30 contains 11124 members 
Mstep: Class 31 contains 6451 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8486 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 3408 members 
Mstep: Class 36 contains 8291 members 
Mstep: Class 37 contains 4022 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1830 members 
Mstep: Class 40 contains 19228 members 
Mstep: Class 41 contains 424 members 
Mstep: Class 42 contains 3019 members 
Mstep: Class 43 contains 4369 members 
Mstep: Class 44 contains 2360 members 
Mstep: Class 45 contains 21816 members 
Mstep: Class 46 contains 13119 members 
Mstep: Class 47 contains 338 members 
Mstep: Class 48 contains 8290 members 
Mstep: Class 49 contains 26883 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 1027 members 
Mstep: Class 52 contains 302 members 
Mstep: Class 53 contains 3100 members 
Mstep: Class 54 contains 978 members 
Mstep: Class 55 contains 4664 members 
Mstep: Class 56 contains 17255 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 284 members 
Mstep: Class 60 contains 4776 members 
Mstep: Class 61 contains 1767 members 
Mstep: Class 62 contains 1054 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 7525 members 
Mstep: Class 65 contains 517 members 
Mstep: Class 66 contains 671 members 
Mstep: Class 67 contains 2668 members 
Mstep: Class 68 contains 279 members 
Mstep: Class 69 contains 707 members 
Mstep: Class 70 contains 154 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147541888.000000 Penalty: 253238.593750
Iteration 177Q: 74 clusters Score -1.475419e+08 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22941 members 
Mstep: Class 2 contains 8031 members 
Mstep: Class 3 contains 1102 members 
Mstep: Class 4 contains 223936 members 
Mstep: Class 5 contains 4132 members 
Mstep: Class 6 contains 2369 members 
Mstep: Class 7 contains 9401 members 
Mstep: Class 8 contains 14002 members 
Mstep: Class 9 contains 7502 members 
Mstep: Class 10 contains 27243 members 
Mstep: Class 11 contains 11587 members 
Mstep: Class 12 contains 972 members 
Mstep: Class 13 contains 3312 members 
Mstep: Class 14 contains 36142 members 
Mstep: Class 15 contains 181690 members 
Mstep: Class 16 contains 23123 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 10108 members 
Mstep: Class 19 contains 164628 members 
Mstep: Class 20 contains 55451 members 
Mstep: Class 21 contains 2332 members 
Mstep: Class 22 contains 678 members 
Mstep: Class 23 contains 4375 members 
Mstep: Class 24 contains 3155 members 
Mstep: Class 25 contains 38989 members 
Mstep: Class 26 contains 60484 members 
Mstep: Class 27 contains 28728 members 
Mstep: Class 28 contains 471 members 
Mstep: Class 29 contains 45308 members 
Mstep: Class 30 contains 11121 members 
Mstep: Class 31 contains 6456 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8486 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 3408 members 
Mstep: Class 36 contains 8293 members 
Mstep: Class 37 contains 4020 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1830 members 
Mstep: Class 40 contains 19228 members 
Mstep: Class 41 contains 424 members 
Mstep: Class 42 contains 3020 members 
Mstep: Class 43 contains 4372 members 
Mstep: Class 44 contains 2358 members 
Mstep: Class 45 contains 21828 members 
Mstep: Class 46 contains 13119 members 
Mstep: Class 47 contains 338 members 
Mstep: Class 48 contains 8290 members 
Mstep: Class 49 contains 26883 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 1027 members 
Mstep: Class 52 contains 302 members 
Mstep: Class 53 contains 3100 members 
Mstep: Class 54 contains 978 members 
Mstep: Class 55 contains 4666 members 
Mstep: Class 56 contains 17255 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 284 members 
Mstep: Class 60 contains 4776 members 
Mstep: Class 61 contains 1767 members 
Mstep: Class 62 contains 1054 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 7544 members 
Mstep: Class 65 contains 517 members 
Mstep: Class 66 contains 671 members 
Mstep: Class 67 contains 2670 members 
Mstep: Class 68 contains 279 members 
Mstep: Class 69 contains 707 members 
Mstep: Class 70 contains 154 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147541872.000000 Penalty: 253238.593750
Iteration 178Q: 74 clusters Score -1.475419e+08 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22938 members 
Mstep: Class 2 contains 8034 members 
Mstep: Class 3 contains 1102 members 
Mstep: Class 4 contains 223936 members 
Mstep: Class 5 contains 4132 members 
Mstep: Class 6 contains 2369 members 
Mstep: Class 7 contains 9403 members 
Mstep: Class 8 contains 14004 members 
Mstep: Class 9 contains 7501 members 
Mstep: Class 10 contains 27239 members 
Mstep: Class 11 contains 11586 members 
Mstep: Class 12 contains 972 members 
Mstep: Class 13 contains 3312 members 
Mstep: Class 14 contains 36139 members 
Mstep: Class 15 contains 181682 members 
Mstep: Class 16 contains 23122 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 10106 members 
Mstep: Class 19 contains 164632 members 
Mstep: Class 20 contains 55437 members 
Mstep: Class 21 contains 2332 members 
Mstep: Class 22 contains 678 members 
Mstep: Class 23 contains 4374 members 
Mstep: Class 24 contains 3156 members 
Mstep: Class 25 contains 38976 members 
Mstep: Class 26 contains 60494 members 
Mstep: Class 27 contains 28729 members 
Mstep: Class 28 contains 470 members 
Mstep: Class 29 contains 45303 members 
Mstep: Class 30 contains 11116 members 
Mstep: Class 31 contains 6464 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8486 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 3408 members 
Mstep: Class 36 contains 8296 members 
Mstep: Class 37 contains 4019 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1830 members 
Mstep: Class 40 contains 19228 members 
Mstep: Class 41 contains 424 members 
Mstep: Class 42 contains 3020 members 
Mstep: Class 43 contains 4374 members 
Mstep: Class 44 contains 2357 members 
Mstep: Class 45 contains 21836 members 
Mstep: Class 46 contains 13117 members 
Mstep: Class 47 contains 338 members 
Mstep: Class 48 contains 8291 members 
Mstep: Class 49 contains 26884 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 1027 members 
Mstep: Class 52 contains 302 members 
Mstep: Class 53 contains 3100 members 
Mstep: Class 54 contains 978 members 
Mstep: Class 55 contains 4667 members 
Mstep: Class 56 contains 17256 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 284 members 
Mstep: Class 60 contains 4775 members 
Mstep: Class 61 contains 1767 members 
Mstep: Class 62 contains 1054 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 7561 members 
Mstep: Class 65 contains 517 members 
Mstep: Class 66 contains 670 members 
Mstep: Class 67 contains 2673 members 
Mstep: Class 68 contains 279 members 
Mstep: Class 69 contains 707 members 
Mstep: Class 70 contains 154 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147542000.000000 Penalty: 253238.593750
Iteration 179Q: 74 clusters Score -1.47542e+08 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22938 members 
Mstep: Class 2 contains 8034 members 
Mstep: Class 3 contains 1102 members 
Mstep: Class 4 contains 223937 members 
Mstep: Class 5 contains 4132 members 
Mstep: Class 6 contains 2369 members 
Mstep: Class 7 contains 9404 members 
Mstep: Class 8 contains 14011 members 
Mstep: Class 9 contains 7501 members 
Mstep: Class 10 contains 27238 members 
Mstep: Class 11 contains 11585 members 
Mstep: Class 12 contains 973 members 
Mstep: Class 13 contains 3312 members 
Mstep: Class 14 contains 36142 members 
Mstep: Class 15 contains 181677 members 
Mstep: Class 16 contains 23122 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 10105 members 
Mstep: Class 19 contains 164630 members 
Mstep: Class 20 contains 55429 members 
Mstep: Class 21 contains 2332 members 
Mstep: Class 22 contains 677 members 
Mstep: Class 23 contains 4374 members 
Mstep: Class 24 contains 3156 members 
Mstep: Class 25 contains 38955 members 
Mstep: Class 26 contains 60502 members 
Mstep: Class 27 contains 28731 members 
Mstep: Class 28 contains 471 members 
Mstep: Class 29 contains 45302 members 
Mstep: Class 30 contains 11112 members 
Mstep: Class 31 contains 6465 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8485 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 3408 members 
Mstep: Class 36 contains 8298 members 
Mstep: Class 37 contains 4014 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1830 members 
Mstep: Class 40 contains 19228 members 
Mstep: Class 41 contains 424 members 
Mstep: Class 42 contains 3020 members 
Mstep: Class 43 contains 4378 members 
Mstep: Class 44 contains 2357 members 
Mstep: Class 45 contains 21843 members 
Mstep: Class 46 contains 13114 members 
Mstep: Class 47 contains 338 members 
Mstep: Class 48 contains 8290 members 
Mstep: Class 49 contains 26886 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 1027 members 
Mstep: Class 52 contains 302 members 
Mstep: Class 53 contains 3100 members 
Mstep: Class 54 contains 978 members 
Mstep: Class 55 contains 4667 members 
Mstep: Class 56 contains 17256 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 284 members 
Mstep: Class 60 contains 4775 members 
Mstep: Class 61 contains 1767 members 
Mstep: Class 62 contains 1054 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 7577 members 
Mstep: Class 65 contains 517 members 
Mstep: Class 66 contains 670 members 
Mstep: Class 67 contains 2672 members 
Mstep: Class 68 contains 279 members 
Mstep: Class 69 contains 707 members 
Mstep: Class 70 contains 154 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147542128.000000 Penalty: 253238.593750
Iteration 180F: 74 clusters Score -1.475421e+08 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22932 members 
Mstep: Class 2 contains 8035 members 
Mstep: Class 3 contains 1102 members 
Mstep: Class 4 contains 223936 members 
Mstep: Class 5 contains 4132 members 
Mstep: Class 6 contains 2369 members 
Mstep: Class 7 contains 9406 members 
Mstep: Class 8 contains 14022 members 
Mstep: Class 9 contains 7500 members 
Mstep: Class 10 contains 27237 members 
Mstep: Class 11 contains 11583 members 
Mstep: Class 12 contains 968 members 
Mstep: Class 13 contains 3311 members 
Mstep: Class 14 contains 36138 members 
Mstep: Class 15 contains 181673 members 
Mstep: Class 16 contains 23123 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 10101 members 
Mstep: Class 19 contains 164633 members 
Mstep: Class 20 contains 55418 members 
Mstep: Class 21 contains 2332 members 
Mstep: Class 22 contains 676 members 
Mstep: Class 23 contains 4374 members 
Mstep: Class 24 contains 3156 members 
Mstep: Class 25 contains 38939 members 
Mstep: Class 26 contains 60510 members 
Mstep: Class 27 contains 28731 members 
Mstep: Class 28 contains 473 members 
Mstep: Class 29 contains 45302 members 
Mstep: Class 30 contains 11108 members 
Mstep: Class 31 contains 6471 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8484 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 3408 members 
Mstep: Class 36 contains 8299 members 
Mstep: Class 37 contains 4013 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1830 members 
Mstep: Class 40 contains 19228 members 
Mstep: Class 41 contains 424 members 
Mstep: Class 42 contains 3021 members 
Mstep: Class 43 contains 4384 members 
Mstep: Class 44 contains 2355 members 
Mstep: Class 45 contains 21852 members 
Mstep: Class 46 contains 13116 members 
Mstep: Class 47 contains 337 members 
Mstep: Class 48 contains 8289 members 
Mstep: Class 49 contains 26885 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 1027 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 3099 members 
Mstep: Class 54 contains 977 members 
Mstep: Class 55 contains 4667 members 
Mstep: Class 56 contains 17257 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 284 members 
Mstep: Class 60 contains 4773 members 
Mstep: Class 61 contains 1767 members 
Mstep: Class 62 contains 1054 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 7587 members 
Mstep: Class 65 contains 518 members 
Mstep: Class 66 contains 667 members 
Mstep: Class 67 contains 2672 members 
Mstep: Class 68 contains 284 members 
Mstep: Class 69 contains 708 members 
Mstep: Class 70 contains 155 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147542096.000000 Penalty: 253238.593750
Iteration 181Q: 74 clusters Score -1.475421e+08 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22932 members 
Mstep: Class 2 contains 8037 members 
Mstep: Class 3 contains 1102 members 
Mstep: Class 4 contains 223932 members 
Mstep: Class 5 contains 4132 members 
Mstep: Class 6 contains 2369 members 
Mstep: Class 7 contains 9405 members 
Mstep: Class 8 contains 14027 members 
Mstep: Class 9 contains 7500 members 
Mstep: Class 10 contains 27236 members 
Mstep: Class 11 contains 11583 members 
Mstep: Class 12 contains 968 members 
Mstep: Class 13 contains 3309 members 
Mstep: Class 14 contains 36137 members 
Mstep: Class 15 contains 181662 members 
Mstep: Class 16 contains 23123 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 10097 members 
Mstep: Class 19 contains 164640 members 
Mstep: Class 20 contains 55405 members 
Mstep: Class 21 contains 2332 members 
Mstep: Class 22 contains 675 members 
Mstep: Class 23 contains 4374 members 
Mstep: Class 24 contains 3156 members 
Mstep: Class 25 contains 38919 members 
Mstep: Class 26 contains 60517 members 
Mstep: Class 27 contains 28732 members 
Mstep: Class 28 contains 473 members 
Mstep: Class 29 contains 45304 members 
Mstep: Class 30 contains 11104 members 
Mstep: Class 31 contains 6474 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8485 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 3408 members 
Mstep: Class 36 contains 8298 members 
Mstep: Class 37 contains 4014 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1831 members 
Mstep: Class 40 contains 19228 members 
Mstep: Class 41 contains 425 members 
Mstep: Class 42 contains 3022 members 
Mstep: Class 43 contains 4386 members 
Mstep: Class 44 contains 2355 members 
Mstep: Class 45 contains 21855 members 
Mstep: Class 46 contains 13117 members 
Mstep: Class 47 contains 335 members 
Mstep: Class 48 contains 8290 members 
Mstep: Class 49 contains 26885 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 1027 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 3099 members 
Mstep: Class 54 contains 977 members 
Mstep: Class 55 contains 4668 members 
Mstep: Class 56 contains 17260 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 285 members 
Mstep: Class 60 contains 4772 members 
Mstep: Class 61 contains 1767 members 
Mstep: Class 62 contains 1054 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 7608 members 
Mstep: Class 65 contains 518 members 
Mstep: Class 66 contains 667 members 
Mstep: Class 67 contains 2672 members 
Mstep: Class 68 contains 284 members 
Mstep: Class 69 contains 708 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147542176.000000 Penalty: 253238.593750
Iteration 182Q: 74 clusters Score -1.475422e+08 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22926 members 
Mstep: Class 2 contains 8037 members 
Mstep: Class 3 contains 1102 members 
Mstep: Class 4 contains 223935 members 
Mstep: Class 5 contains 4132 members 
Mstep: Class 6 contains 2369 members 
Mstep: Class 7 contains 9402 members 
Mstep: Class 8 contains 14028 members 
Mstep: Class 9 contains 7500 members 
Mstep: Class 10 contains 27234 members 
Mstep: Class 11 contains 11581 members 
Mstep: Class 12 contains 968 members 
Mstep: Class 13 contains 3307 members 
Mstep: Class 14 contains 36137 members 
Mstep: Class 15 contains 181650 members 
Mstep: Class 16 contains 23123 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 10096 members 
Mstep: Class 19 contains 164644 members 
Mstep: Class 20 contains 55401 members 
Mstep: Class 21 contains 2332 members 
Mstep: Class 22 contains 674 members 
Mstep: Class 23 contains 4374 members 
Mstep: Class 24 contains 3156 members 
Mstep: Class 25 contains 38908 members 
Mstep: Class 26 contains 60527 members 
Mstep: Class 27 contains 28736 members 
Mstep: Class 28 contains 474 members 
Mstep: Class 29 contains 45305 members 
Mstep: Class 30 contains 11102 members 
Mstep: Class 31 contains 6478 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8487 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 3408 members 
Mstep: Class 36 contains 8297 members 
Mstep: Class 37 contains 4013 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1832 members 
Mstep: Class 40 contains 19228 members 
Mstep: Class 41 contains 425 members 
Mstep: Class 42 contains 3020 members 
Mstep: Class 43 contains 4388 members 
Mstep: Class 44 contains 2355 members 
Mstep: Class 45 contains 21860 members 
Mstep: Class 46 contains 13116 members 
Mstep: Class 47 contains 331 members 
Mstep: Class 48 contains 8290 members 
Mstep: Class 49 contains 26886 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 1027 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 3099 members 
Mstep: Class 54 contains 977 members 
Mstep: Class 55 contains 4669 members 
Mstep: Class 56 contains 17261 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 285 members 
Mstep: Class 60 contains 4772 members 
Mstep: Class 61 contains 1767 members 
Mstep: Class 62 contains 1054 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 7618 members 
Mstep: Class 65 contains 518 members 
Mstep: Class 66 contains 667 members 
Mstep: Class 67 contains 2672 members 
Mstep: Class 68 contains 284 members 
Mstep: Class 69 contains 708 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147542304.000000 Penalty: 253238.593750
Iteration 183Q: 74 clusters Score -1.475423e+08 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22918 members 
Mstep: Class 2 contains 8037 members 
Mstep: Class 3 contains 1102 members 
Mstep: Class 4 contains 223935 members 
Mstep: Class 5 contains 4132 members 
Mstep: Class 6 contains 2369 members 
Mstep: Class 7 contains 9402 members 
Mstep: Class 8 contains 14034 members 
Mstep: Class 9 contains 7499 members 
Mstep: Class 10 contains 27230 members 
Mstep: Class 11 contains 11583 members 
Mstep: Class 12 contains 968 members 
Mstep: Class 13 contains 3308 members 
Mstep: Class 14 contains 36134 members 
Mstep: Class 15 contains 181642 members 
Mstep: Class 16 contains 23123 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 10099 members 
Mstep: Class 19 contains 164641 members 
Mstep: Class 20 contains 55394 members 
Mstep: Class 21 contains 2332 members 
Mstep: Class 22 contains 673 members 
Mstep: Class 23 contains 4374 members 
Mstep: Class 24 contains 3156 members 
Mstep: Class 25 contains 38895 members 
Mstep: Class 26 contains 60536 members 
Mstep: Class 27 contains 28737 members 
Mstep: Class 28 contains 474 members 
Mstep: Class 29 contains 45305 members 
Mstep: Class 30 contains 11099 members 
Mstep: Class 31 contains 6484 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8487 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 3408 members 
Mstep: Class 36 contains 8297 members 
Mstep: Class 37 contains 4010 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1832 members 
Mstep: Class 40 contains 19228 members 
Mstep: Class 41 contains 424 members 
Mstep: Class 42 contains 3020 members 
Mstep: Class 43 contains 4390 members 
Mstep: Class 44 contains 2355 members 
Mstep: Class 45 contains 21863 members 
Mstep: Class 46 contains 13118 members 
Mstep: Class 47 contains 319 members 
Mstep: Class 48 contains 8290 members 
Mstep: Class 49 contains 26886 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 1027 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 3099 members 
Mstep: Class 54 contains 977 members 
Mstep: Class 55 contains 4669 members 
Mstep: Class 56 contains 17263 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 285 members 
Mstep: Class 60 contains 4772 members 
Mstep: Class 61 contains 1767 members 
Mstep: Class 62 contains 1054 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 7634 members 
Mstep: Class 65 contains 518 members 
Mstep: Class 66 contains 667 members 
Mstep: Class 67 contains 2673 members 
Mstep: Class 68 contains 284 members 
Mstep: Class 69 contains 708 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147542512.000000 Penalty: 253238.593750
Iteration 184Q: 74 clusters Score -1.475425e+08 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22913 members 
Mstep: Class 2 contains 8037 members 
Mstep: Class 3 contains 1102 members 
Mstep: Class 4 contains 223936 members 
Mstep: Class 5 contains 4132 members 
Mstep: Class 6 contains 2369 members 
Mstep: Class 7 contains 9401 members 
Mstep: Class 8 contains 14036 members 
Mstep: Class 9 contains 7499 members 
Mstep: Class 10 contains 27229 members 
Mstep: Class 11 contains 11585 members 
Mstep: Class 12 contains 969 members 
Mstep: Class 13 contains 3311 members 
Mstep: Class 14 contains 36136 members 
Mstep: Class 15 contains 181637 members 
Mstep: Class 16 contains 23123 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 10097 members 
Mstep: Class 19 contains 164640 members 
Mstep: Class 20 contains 55389 members 
Mstep: Class 21 contains 2332 members 
Mstep: Class 22 contains 674 members 
Mstep: Class 23 contains 4374 members 
Mstep: Class 24 contains 3156 members 
Mstep: Class 25 contains 38880 members 
Mstep: Class 26 contains 60543 members 
Mstep: Class 27 contains 28736 members 
Mstep: Class 28 contains 474 members 
Mstep: Class 29 contains 45305 members 
Mstep: Class 30 contains 11095 members 
Mstep: Class 31 contains 6487 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8485 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 3408 members 
Mstep: Class 36 contains 8297 members 
Mstep: Class 37 contains 4007 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1832 members 
Mstep: Class 40 contains 19229 members 
Mstep: Class 41 contains 424 members 
Mstep: Class 42 contains 3020 members 
Mstep: Class 43 contains 4389 members 
Mstep: Class 44 contains 2355 members 
Mstep: Class 45 contains 21870 members 
Mstep: Class 46 contains 13116 members 
Mstep: Class 47 contains 308 members 
Mstep: Class 48 contains 8290 members 
Mstep: Class 49 contains 26885 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 1027 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 3099 members 
Mstep: Class 54 contains 977 members 
Mstep: Class 55 contains 4670 members 
Mstep: Class 56 contains 17264 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 285 members 
Mstep: Class 60 contains 4773 members 
Mstep: Class 61 contains 1767 members 
Mstep: Class 62 contains 1054 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 7652 members 
Mstep: Class 65 contains 517 members 
Mstep: Class 66 contains 667 members 
Mstep: Class 67 contains 2672 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 708 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147542720.000000 Penalty: 253238.593750
Iteration 185Q: 74 clusters Score -1.475427e+08 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22909 members 
Mstep: Class 2 contains 8037 members 
Mstep: Class 3 contains 1102 members 
Mstep: Class 4 contains 223939 members 
Mstep: Class 5 contains 4132 members 
Mstep: Class 6 contains 2369 members 
Mstep: Class 7 contains 9398 members 
Mstep: Class 8 contains 14042 members 
Mstep: Class 9 contains 7495 members 
Mstep: Class 10 contains 27228 members 
Mstep: Class 11 contains 11585 members 
Mstep: Class 12 contains 969 members 
Mstep: Class 13 contains 3313 members 
Mstep: Class 14 contains 36135 members 
Mstep: Class 15 contains 181624 members 
Mstep: Class 16 contains 23122 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 10093 members 
Mstep: Class 19 contains 164640 members 
Mstep: Class 20 contains 55385 members 
Mstep: Class 21 contains 2332 members 
Mstep: Class 22 contains 676 members 
Mstep: Class 23 contains 4374 members 
Mstep: Class 24 contains 3156 members 
Mstep: Class 25 contains 38876 members 
Mstep: Class 26 contains 60547 members 
Mstep: Class 27 contains 28735 members 
Mstep: Class 28 contains 474 members 
Mstep: Class 29 contains 45305 members 
Mstep: Class 30 contains 11093 members 
Mstep: Class 31 contains 6490 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8485 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 3408 members 
Mstep: Class 36 contains 8297 members 
Mstep: Class 37 contains 4005 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1832 members 
Mstep: Class 40 contains 19230 members 
Mstep: Class 41 contains 424 members 
Mstep: Class 42 contains 3020 members 
Mstep: Class 43 contains 4389 members 
Mstep: Class 44 contains 2354 members 
Mstep: Class 45 contains 21876 members 
Mstep: Class 46 contains 13115 members 
Mstep: Class 47 contains 306 members 
Mstep: Class 48 contains 8290 members 
Mstep: Class 49 contains 26884 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 1027 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 3099 members 
Mstep: Class 54 contains 977 members 
Mstep: Class 55 contains 4671 members 
Mstep: Class 56 contains 17264 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 285 members 
Mstep: Class 60 contains 4772 members 
Mstep: Class 61 contains 1767 members 
Mstep: Class 62 contains 1054 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 7673 members 
Mstep: Class 65 contains 516 members 
Mstep: Class 66 contains 667 members 
Mstep: Class 67 contains 2672 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 708 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147542720.000000 Penalty: 253238.593750
Iteration 186Q: 74 clusters Score -1.475427e+08 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22906 members 
Mstep: Class 2 contains 8037 members 
Mstep: Class 3 contains 1102 members 
Mstep: Class 4 contains 223940 members 
Mstep: Class 5 contains 4132 members 
Mstep: Class 6 contains 2369 members 
Mstep: Class 7 contains 9396 members 
Mstep: Class 8 contains 14047 members 
Mstep: Class 9 contains 7495 members 
Mstep: Class 10 contains 27229 members 
Mstep: Class 11 contains 11586 members 
Mstep: Class 12 contains 969 members 
Mstep: Class 13 contains 3315 members 
Mstep: Class 14 contains 36133 members 
Mstep: Class 15 contains 181619 members 
Mstep: Class 16 contains 23121 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 10093 members 
Mstep: Class 19 contains 164642 members 
Mstep: Class 20 contains 55379 members 
Mstep: Class 21 contains 2332 members 
Mstep: Class 22 contains 677 members 
Mstep: Class 23 contains 4374 members 
Mstep: Class 24 contains 3155 members 
Mstep: Class 25 contains 38866 members 
Mstep: Class 26 contains 60548 members 
Mstep: Class 27 contains 28735 members 
Mstep: Class 28 contains 474 members 
Mstep: Class 29 contains 45304 members 
Mstep: Class 30 contains 11091 members 
Mstep: Class 31 contains 6494 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8484 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 3408 members 
Mstep: Class 36 contains 8298 members 
Mstep: Class 37 contains 3999 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1832 members 
Mstep: Class 40 contains 19230 members 
Mstep: Class 41 contains 425 members 
Mstep: Class 42 contains 3020 members 
Mstep: Class 43 contains 4388 members 
Mstep: Class 44 contains 2354 members 
Mstep: Class 45 contains 21882 members 
Mstep: Class 46 contains 13116 members 
Mstep: Class 47 contains 305 members 
Mstep: Class 48 contains 8292 members 
Mstep: Class 49 contains 26885 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 1027 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 3099 members 
Mstep: Class 54 contains 977 members 
Mstep: Class 55 contains 4670 members 
Mstep: Class 56 contains 17262 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 285 members 
Mstep: Class 60 contains 4769 members 
Mstep: Class 61 contains 1767 members 
Mstep: Class 62 contains 1054 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 7692 members 
Mstep: Class 65 contains 515 members 
Mstep: Class 66 contains 667 members 
Mstep: Class 67 contains 2672 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 708 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147542832.000000 Penalty: 253238.593750
Iteration 187Q: 74 clusters Score -1.475428e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22902 members 
Mstep: Class 2 contains 8037 members 
Mstep: Class 3 contains 1102 members 
Mstep: Class 4 contains 223941 members 
Mstep: Class 5 contains 4132 members 
Mstep: Class 6 contains 2369 members 
Mstep: Class 7 contains 9396 members 
Mstep: Class 8 contains 14054 members 
Mstep: Class 9 contains 7495 members 
Mstep: Class 10 contains 27228 members 
Mstep: Class 11 contains 11586 members 
Mstep: Class 12 contains 969 members 
Mstep: Class 13 contains 3318 members 
Mstep: Class 14 contains 36131 members 
Mstep: Class 15 contains 181613 members 
Mstep: Class 16 contains 23121 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 10093 members 
Mstep: Class 19 contains 164647 members 
Mstep: Class 20 contains 55372 members 
Mstep: Class 21 contains 2332 members 
Mstep: Class 22 contains 678 members 
Mstep: Class 23 contains 4374 members 
Mstep: Class 24 contains 3154 members 
Mstep: Class 25 contains 38852 members 
Mstep: Class 26 contains 60548 members 
Mstep: Class 27 contains 28737 members 
Mstep: Class 28 contains 474 members 
Mstep: Class 29 contains 45302 members 
Mstep: Class 30 contains 11090 members 
Mstep: Class 31 contains 6496 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8483 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 3408 members 
Mstep: Class 36 contains 8297 members 
Mstep: Class 37 contains 4000 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1832 members 
Mstep: Class 40 contains 19229 members 
Mstep: Class 41 contains 425 members 
Mstep: Class 42 contains 3020 members 
Mstep: Class 43 contains 4388 members 
Mstep: Class 44 contains 2354 members 
Mstep: Class 45 contains 21886 members 
Mstep: Class 46 contains 13116 members 
Mstep: Class 47 contains 305 members 
Mstep: Class 48 contains 8294 members 
Mstep: Class 49 contains 26883 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 1027 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 3098 members 
Mstep: Class 54 contains 977 members 
Mstep: Class 55 contains 4670 members 
Mstep: Class 56 contains 17262 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 285 members 
Mstep: Class 60 contains 4771 members 
Mstep: Class 61 contains 1767 members 
Mstep: Class 62 contains 1054 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 7707 members 
Mstep: Class 65 contains 514 members 
Mstep: Class 66 contains 667 members 
Mstep: Class 67 contains 2672 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 708 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147542752.000000 Penalty: 253238.593750
Iteration 188Q: 74 clusters Score -1.475428e+08 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22902 members 
Mstep: Class 2 contains 8037 members 
Mstep: Class 3 contains 1102 members 
Mstep: Class 4 contains 223942 members 
Mstep: Class 5 contains 4132 members 
Mstep: Class 6 contains 2369 members 
Mstep: Class 7 contains 9396 members 
Mstep: Class 8 contains 14062 members 
Mstep: Class 9 contains 7496 members 
Mstep: Class 10 contains 27227 members 
Mstep: Class 11 contains 11586 members 
Mstep: Class 12 contains 969 members 
Mstep: Class 13 contains 3319 members 
Mstep: Class 14 contains 36126 members 
Mstep: Class 15 contains 181606 members 
Mstep: Class 16 contains 23121 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 10091 members 
Mstep: Class 19 contains 164645 members 
Mstep: Class 20 contains 55362 members 
Mstep: Class 21 contains 2332 members 
Mstep: Class 22 contains 681 members 
Mstep: Class 23 contains 4374 members 
Mstep: Class 24 contains 3155 members 
Mstep: Class 25 contains 38841 members 
Mstep: Class 26 contains 60553 members 
Mstep: Class 27 contains 28737 members 
Mstep: Class 28 contains 474 members 
Mstep: Class 29 contains 45304 members 
Mstep: Class 30 contains 11090 members 
Mstep: Class 31 contains 6499 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8483 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 3408 members 
Mstep: Class 36 contains 8297 members 
Mstep: Class 37 contains 3997 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1832 members 
Mstep: Class 40 contains 19229 members 
Mstep: Class 41 contains 425 members 
Mstep: Class 42 contains 3020 members 
Mstep: Class 43 contains 4388 members 
Mstep: Class 44 contains 2354 members 
Mstep: Class 45 contains 21890 members 
Mstep: Class 46 contains 13116 members 
Mstep: Class 47 contains 305 members 
Mstep: Class 48 contains 8294 members 
Mstep: Class 49 contains 26882 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 1027 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 3098 members 
Mstep: Class 54 contains 977 members 
Mstep: Class 55 contains 4670 members 
Mstep: Class 56 contains 17266 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 285 members 
Mstep: Class 60 contains 4772 members 
Mstep: Class 61 contains 1767 members 
Mstep: Class 62 contains 1054 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 7718 members 
Mstep: Class 65 contains 511 members 
Mstep: Class 66 contains 667 members 
Mstep: Class 67 contains 2672 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 708 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147542752.000000 Penalty: 253238.593750
Iteration 189Q: 74 clusters Score -1.475428e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22898 members 
Mstep: Class 2 contains 8037 members 
Mstep: Class 3 contains 1102 members 
Mstep: Class 4 contains 223945 members 
Mstep: Class 5 contains 4132 members 
Mstep: Class 6 contains 2369 members 
Mstep: Class 7 contains 9396 members 
Mstep: Class 8 contains 14063 members 
Mstep: Class 9 contains 7497 members 
Mstep: Class 10 contains 27226 members 
Mstep: Class 11 contains 11587 members 
Mstep: Class 12 contains 969 members 
Mstep: Class 13 contains 3323 members 
Mstep: Class 14 contains 36126 members 
Mstep: Class 15 contains 181598 members 
Mstep: Class 16 contains 23121 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 10090 members 
Mstep: Class 19 contains 164645 members 
Mstep: Class 20 contains 55355 members 
Mstep: Class 21 contains 2332 members 
Mstep: Class 22 contains 683 members 
Mstep: Class 23 contains 4374 members 
Mstep: Class 24 contains 3155 members 
Mstep: Class 25 contains 38835 members 
Mstep: Class 26 contains 60559 members 
Mstep: Class 27 contains 28735 members 
Mstep: Class 28 contains 474 members 
Mstep: Class 29 contains 45304 members 
Mstep: Class 30 contains 11090 members 
Mstep: Class 31 contains 6501 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8483 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 3408 members 
Mstep: Class 36 contains 8298 members 
Mstep: Class 37 contains 3993 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1832 members 
Mstep: Class 40 contains 19230 members 
Mstep: Class 41 contains 425 members 
Mstep: Class 42 contains 3021 members 
Mstep: Class 43 contains 4388 members 
Mstep: Class 44 contains 2354 members 
Mstep: Class 45 contains 21893 members 
Mstep: Class 46 contains 13116 members 
Mstep: Class 47 contains 305 members 
Mstep: Class 48 contains 8294 members 
Mstep: Class 49 contains 26883 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 1027 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 3098 members 
Mstep: Class 54 contains 977 members 
Mstep: Class 55 contains 4670 members 
Mstep: Class 56 contains 17267 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 285 members 
Mstep: Class 60 contains 4772 members 
Mstep: Class 61 contains 1767 members 
Mstep: Class 62 contains 1054 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 7725 members 
Mstep: Class 65 contains 509 members 
Mstep: Class 66 contains 667 members 
Mstep: Class 67 contains 2672 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 708 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147542896.000000 Penalty: 253238.593750
Iteration 190Q: 74 clusters Score -1.475429e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22890 members 
Mstep: Class 2 contains 8037 members 
Mstep: Class 3 contains 1102 members 
Mstep: Class 4 contains 223947 members 
Mstep: Class 5 contains 4132 members 
Mstep: Class 6 contains 2369 members 
Mstep: Class 7 contains 9397 members 
Mstep: Class 8 contains 14064 members 
Mstep: Class 9 contains 7498 members 
Mstep: Class 10 contains 27225 members 
Mstep: Class 11 contains 11587 members 
Mstep: Class 12 contains 969 members 
Mstep: Class 13 contains 3325 members 
Mstep: Class 14 contains 36126 members 
Mstep: Class 15 contains 181596 members 
Mstep: Class 16 contains 23121 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 10089 members 
Mstep: Class 19 contains 164644 members 
Mstep: Class 20 contains 55353 members 
Mstep: Class 21 contains 2332 members 
Mstep: Class 22 contains 684 members 
Mstep: Class 23 contains 4374 members 
Mstep: Class 24 contains 3154 members 
Mstep: Class 25 contains 38830 members 
Mstep: Class 26 contains 60557 members 
Mstep: Class 27 contains 28734 members 
Mstep: Class 28 contains 474 members 
Mstep: Class 29 contains 45306 members 
Mstep: Class 30 contains 11090 members 
Mstep: Class 31 contains 6503 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8483 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 3408 members 
Mstep: Class 36 contains 8298 members 
Mstep: Class 37 contains 3989 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1832 members 
Mstep: Class 40 contains 19230 members 
Mstep: Class 41 contains 425 members 
Mstep: Class 42 contains 3021 members 
Mstep: Class 43 contains 4388 members 
Mstep: Class 44 contains 2354 members 
Mstep: Class 45 contains 21894 members 
Mstep: Class 46 contains 13115 members 
Mstep: Class 47 contains 305 members 
Mstep: Class 48 contains 8294 members 
Mstep: Class 49 contains 26885 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 1027 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 3098 members 
Mstep: Class 54 contains 977 members 
Mstep: Class 55 contains 4670 members 
Mstep: Class 56 contains 17268 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 285 members 
Mstep: Class 60 contains 4772 members 
Mstep: Class 61 contains 1767 members 
Mstep: Class 62 contains 1054 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 7739 members 
Mstep: Class 65 contains 508 members 
Mstep: Class 66 contains 667 members 
Mstep: Class 67 contains 2672 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 708 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147542816.000000 Penalty: 253238.593750
Iteration 191Q: 74 clusters Score -1.475428e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22887 members 
Mstep: Class 2 contains 8037 members 
Mstep: Class 3 contains 1102 members 
Mstep: Class 4 contains 223945 members 
Mstep: Class 5 contains 4132 members 
Mstep: Class 6 contains 2369 members 
Mstep: Class 7 contains 9399 members 
Mstep: Class 8 contains 14063 members 
Mstep: Class 9 contains 7502 members 
Mstep: Class 10 contains 27224 members 
Mstep: Class 11 contains 11587 members 
Mstep: Class 12 contains 969 members 
Mstep: Class 13 contains 3326 members 
Mstep: Class 14 contains 36128 members 
Mstep: Class 15 contains 181597 members 
Mstep: Class 16 contains 23121 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 10085 members 
Mstep: Class 19 contains 164643 members 
Mstep: Class 20 contains 55352 members 
Mstep: Class 21 contains 2332 members 
Mstep: Class 22 contains 686 members 
Mstep: Class 23 contains 4374 members 
Mstep: Class 24 contains 3152 members 
Mstep: Class 25 contains 38820 members 
Mstep: Class 26 contains 60563 members 
Mstep: Class 27 contains 28735 members 
Mstep: Class 28 contains 474 members 
Mstep: Class 29 contains 45306 members 
Mstep: Class 30 contains 11090 members 
Mstep: Class 31 contains 6503 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8483 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 3408 members 
Mstep: Class 36 contains 8300 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1832 members 
Mstep: Class 40 contains 19229 members 
Mstep: Class 41 contains 425 members 
Mstep: Class 42 contains 3022 members 
Mstep: Class 43 contains 4388 members 
Mstep: Class 44 contains 2354 members 
Mstep: Class 45 contains 21892 members 
Mstep: Class 46 contains 13117 members 
Mstep: Class 47 contains 305 members 
Mstep: Class 48 contains 8294 members 
Mstep: Class 49 contains 26886 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 1027 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 3098 members 
Mstep: Class 54 contains 976 members 
Mstep: Class 55 contains 4670 members 
Mstep: Class 56 contains 17268 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 285 members 
Mstep: Class 60 contains 4772 members 
Mstep: Class 61 contains 1767 members 
Mstep: Class 62 contains 1054 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 7753 members 
Mstep: Class 65 contains 507 members 
Mstep: Class 66 contains 667 members 
Mstep: Class 67 contains 2672 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 708 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147542848.000000 Penalty: 253238.593750
Iteration 192Q: 74 clusters Score -1.475428e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22883 members 
Mstep: Class 2 contains 8036 members 
Mstep: Class 3 contains 1102 members 
Mstep: Class 4 contains 223945 members 
Mstep: Class 5 contains 4132 members 
Mstep: Class 6 contains 2369 members 
Mstep: Class 7 contains 9399 members 
Mstep: Class 8 contains 14064 members 
Mstep: Class 9 contains 7502 members 
Mstep: Class 10 contains 27224 members 
Mstep: Class 11 contains 11587 members 
Mstep: Class 12 contains 969 members 
Mstep: Class 13 contains 3326 members 
Mstep: Class 14 contains 36128 members 
Mstep: Class 15 contains 181598 members 
Mstep: Class 16 contains 23121 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 10083 members 
Mstep: Class 19 contains 164642 members 
Mstep: Class 20 contains 55351 members 
Mstep: Class 21 contains 2332 members 
Mstep: Class 22 contains 688 members 
Mstep: Class 23 contains 4374 members 
Mstep: Class 24 contains 3151 members 
Mstep: Class 25 contains 38813 members 
Mstep: Class 26 contains 60566 members 
Mstep: Class 27 contains 28737 members 
Mstep: Class 28 contains 474 members 
Mstep: Class 29 contains 45306 members 
Mstep: Class 30 contains 11090 members 
Mstep: Class 31 contains 6502 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8483 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 3408 members 
Mstep: Class 36 contains 8302 members 
Mstep: Class 37 contains 3979 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1832 members 
Mstep: Class 40 contains 19227 members 
Mstep: Class 41 contains 425 members 
Mstep: Class 42 contains 3022 members 
Mstep: Class 43 contains 4388 members 
Mstep: Class 44 contains 2354 members 
Mstep: Class 45 contains 21893 members 
Mstep: Class 46 contains 13116 members 
Mstep: Class 47 contains 305 members 
Mstep: Class 48 contains 8294 members 
Mstep: Class 49 contains 26887 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 1027 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 3097 members 
Mstep: Class 54 contains 976 members 
Mstep: Class 55 contains 4671 members 
Mstep: Class 56 contains 17268 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 285 members 
Mstep: Class 60 contains 4773 members 
Mstep: Class 61 contains 1767 members 
Mstep: Class 62 contains 1054 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 7763 members 
Mstep: Class 65 contains 505 members 
Mstep: Class 66 contains 667 members 
Mstep: Class 67 contains 2672 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 708 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147542864.000000 Penalty: 253238.593750
Iteration 193Q: 74 clusters Score -1.475429e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22875 members 
Mstep: Class 2 contains 8036 members 
Mstep: Class 3 contains 1102 members 
Mstep: Class 4 contains 223944 members 
Mstep: Class 5 contains 4132 members 
Mstep: Class 6 contains 2368 members 
Mstep: Class 7 contains 9399 members 
Mstep: Class 8 contains 14064 members 
Mstep: Class 9 contains 7500 members 
Mstep: Class 10 contains 27224 members 
Mstep: Class 11 contains 11586 members 
Mstep: Class 12 contains 969 members 
Mstep: Class 13 contains 3326 members 
Mstep: Class 14 contains 36130 members 
Mstep: Class 15 contains 181601 members 
Mstep: Class 16 contains 23121 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 10079 members 
Mstep: Class 19 contains 164641 members 
Mstep: Class 20 contains 55352 members 
Mstep: Class 21 contains 2332 members 
Mstep: Class 22 contains 689 members 
Mstep: Class 23 contains 4374 members 
Mstep: Class 24 contains 3151 members 
Mstep: Class 25 contains 38813 members 
Mstep: Class 26 contains 60570 members 
Mstep: Class 27 contains 28738 members 
Mstep: Class 28 contains 474 members 
Mstep: Class 29 contains 45305 members 
Mstep: Class 30 contains 11090 members 
Mstep: Class 31 contains 6502 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8483 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 3407 members 
Mstep: Class 36 contains 8302 members 
Mstep: Class 37 contains 3979 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1832 members 
Mstep: Class 40 contains 19228 members 
Mstep: Class 41 contains 425 members 
Mstep: Class 42 contains 3022 members 
Mstep: Class 43 contains 4388 members 
Mstep: Class 44 contains 2354 members 
Mstep: Class 45 contains 21896 members 
Mstep: Class 46 contains 13116 members 
Mstep: Class 47 contains 305 members 
Mstep: Class 48 contains 8294 members 
Mstep: Class 49 contains 26888 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 1027 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 3098 members 
Mstep: Class 54 contains 976 members 
Mstep: Class 55 contains 4672 members 
Mstep: Class 56 contains 17268 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 285 members 
Mstep: Class 60 contains 4773 members 
Mstep: Class 61 contains 1767 members 
Mstep: Class 62 contains 1054 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 7765 members 
Mstep: Class 65 contains 504 members 
Mstep: Class 66 contains 667 members 
Mstep: Class 67 contains 2672 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 708 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147542784.000000 Penalty: 253238.593750
Iteration 194Q: 74 clusters Score -1.475428e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22868 members 
Mstep: Class 2 contains 8037 members 
Mstep: Class 3 contains 1102 members 
Mstep: Class 4 contains 223947 members 
Mstep: Class 5 contains 4132 members 
Mstep: Class 6 contains 2368 members 
Mstep: Class 7 contains 9401 members 
Mstep: Class 8 contains 14061 members 
Mstep: Class 9 contains 7500 members 
Mstep: Class 10 contains 27223 members 
Mstep: Class 11 contains 11586 members 
Mstep: Class 12 contains 969 members 
Mstep: Class 13 contains 3326 members 
Mstep: Class 14 contains 36132 members 
Mstep: Class 15 contains 181601 members 
Mstep: Class 16 contains 23121 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 10078 members 
Mstep: Class 19 contains 164639 members 
Mstep: Class 20 contains 55354 members 
Mstep: Class 21 contains 2332 members 
Mstep: Class 22 contains 691 members 
Mstep: Class 23 contains 4374 members 
Mstep: Class 24 contains 3147 members 
Mstep: Class 25 contains 38813 members 
Mstep: Class 26 contains 60569 members 
Mstep: Class 27 contains 28738 members 
Mstep: Class 28 contains 474 members 
Mstep: Class 29 contains 45304 members 
Mstep: Class 30 contains 11090 members 
Mstep: Class 31 contains 6502 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8483 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 3406 members 
Mstep: Class 36 contains 8302 members 
Mstep: Class 37 contains 3978 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1832 members 
Mstep: Class 40 contains 19227 members 
Mstep: Class 41 contains 425 members 
Mstep: Class 42 contains 3023 members 
Mstep: Class 43 contains 4388 members 
Mstep: Class 44 contains 2354 members 
Mstep: Class 45 contains 21897 members 
Mstep: Class 46 contains 13116 members 
Mstep: Class 47 contains 305 members 
Mstep: Class 48 contains 8295 members 
Mstep: Class 49 contains 26890 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 1027 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 3099 members 
Mstep: Class 54 contains 976 members 
Mstep: Class 55 contains 4673 members 
Mstep: Class 56 contains 17267 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 285 members 
Mstep: Class 60 contains 4774 members 
Mstep: Class 61 contains 1767 members 
Mstep: Class 62 contains 1054 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 7771 members 
Mstep: Class 65 contains 502 members 
Mstep: Class 66 contains 667 members 
Mstep: Class 67 contains 2672 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 708 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147542736.000000 Penalty: 253238.593750
Iteration 195Q: 74 clusters Score -1.475427e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22866 members 
Mstep: Class 2 contains 8037 members 
Mstep: Class 3 contains 1102 members 
Mstep: Class 4 contains 223947 members 
Mstep: Class 5 contains 4132 members 
Mstep: Class 6 contains 2366 members 
Mstep: Class 7 contains 9404 members 
Mstep: Class 8 contains 14061 members 
Mstep: Class 9 contains 7500 members 
Mstep: Class 10 contains 27223 members 
Mstep: Class 11 contains 11585 members 
Mstep: Class 12 contains 969 members 
Mstep: Class 13 contains 3326 members 
Mstep: Class 14 contains 36130 members 
Mstep: Class 15 contains 181599 members 
Mstep: Class 16 contains 23121 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 10078 members 
Mstep: Class 19 contains 164639 members 
Mstep: Class 20 contains 55355 members 
Mstep: Class 21 contains 2332 members 
Mstep: Class 22 contains 692 members 
Mstep: Class 23 contains 4374 members 
Mstep: Class 24 contains 3149 members 
Mstep: Class 25 contains 38814 members 
Mstep: Class 26 contains 60567 members 
Mstep: Class 27 contains 28738 members 
Mstep: Class 28 contains 474 members 
Mstep: Class 29 contains 45304 members 
Mstep: Class 30 contains 11090 members 
Mstep: Class 31 contains 6502 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8483 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 3406 members 
Mstep: Class 36 contains 8300 members 
Mstep: Class 37 contains 3975 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1832 members 
Mstep: Class 40 contains 19228 members 
Mstep: Class 41 contains 425 members 
Mstep: Class 42 contains 3024 members 
Mstep: Class 43 contains 4388 members 
Mstep: Class 44 contains 2354 members 
Mstep: Class 45 contains 21897 members 
Mstep: Class 46 contains 13116 members 
Mstep: Class 47 contains 305 members 
Mstep: Class 48 contains 8295 members 
Mstep: Class 49 contains 26889 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 1027 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 3100 members 
Mstep: Class 54 contains 976 members 
Mstep: Class 55 contains 4674 members 
Mstep: Class 56 contains 17267 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 285 members 
Mstep: Class 60 contains 4774 members 
Mstep: Class 61 contains 1767 members 
Mstep: Class 62 contains 1054 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 7777 members 
Mstep: Class 65 contains 501 members 
Mstep: Class 66 contains 667 members 
Mstep: Class 67 contains 2672 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 708 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147542704.000000 Penalty: 253238.593750
Iteration 196Q: 74 clusters Score -1.475427e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22862 members 
Mstep: Class 2 contains 8037 members 
Mstep: Class 3 contains 1102 members 
Mstep: Class 4 contains 223947 members 
Mstep: Class 5 contains 4132 members 
Mstep: Class 6 contains 2365 members 
Mstep: Class 7 contains 9405 members 
Mstep: Class 8 contains 14063 members 
Mstep: Class 9 contains 7500 members 
Mstep: Class 10 contains 27223 members 
Mstep: Class 11 contains 11585 members 
Mstep: Class 12 contains 969 members 
Mstep: Class 13 contains 3326 members 
Mstep: Class 14 contains 36130 members 
Mstep: Class 15 contains 181595 members 
Mstep: Class 16 contains 23121 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 10079 members 
Mstep: Class 19 contains 164642 members 
Mstep: Class 20 contains 55350 members 
Mstep: Class 21 contains 2332 members 
Mstep: Class 22 contains 692 members 
Mstep: Class 23 contains 4374 members 
Mstep: Class 24 contains 3150 members 
Mstep: Class 25 contains 38814 members 
Mstep: Class 26 contains 60565 members 
Mstep: Class 27 contains 28737 members 
Mstep: Class 28 contains 474 members 
Mstep: Class 29 contains 45301 members 
Mstep: Class 30 contains 11090 members 
Mstep: Class 31 contains 6502 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8482 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 3406 members 
Mstep: Class 36 contains 8300 members 
Mstep: Class 37 contains 3972 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1833 members 
Mstep: Class 40 contains 19229 members 
Mstep: Class 41 contains 425 members 
Mstep: Class 42 contains 3024 members 
Mstep: Class 43 contains 4388 members 
Mstep: Class 44 contains 2354 members 
Mstep: Class 45 contains 21899 members 
Mstep: Class 46 contains 13116 members 
Mstep: Class 47 contains 305 members 
Mstep: Class 48 contains 8295 members 
Mstep: Class 49 contains 26890 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 1027 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 3100 members 
Mstep: Class 54 contains 976 members 
Mstep: Class 55 contains 4676 members 
Mstep: Class 56 contains 17269 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 285 members 
Mstep: Class 60 contains 4774 members 
Mstep: Class 61 contains 1767 members 
Mstep: Class 62 contains 1054 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 7784 members 
Mstep: Class 65 contains 501 members 
Mstep: Class 66 contains 667 members 
Mstep: Class 67 contains 2672 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 708 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147542832.000000 Penalty: 253238.593750
Iteration 197Q: 74 clusters Score -1.475428e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22860 members 
Mstep: Class 2 contains 8039 members 
Mstep: Class 3 contains 1102 members 
Mstep: Class 4 contains 223948 members 
Mstep: Class 5 contains 4132 members 
Mstep: Class 6 contains 2368 members 
Mstep: Class 7 contains 9404 members 
Mstep: Class 8 contains 14063 members 
Mstep: Class 9 contains 7500 members 
Mstep: Class 10 contains 27223 members 
Mstep: Class 11 contains 11587 members 
Mstep: Class 12 contains 969 members 
Mstep: Class 13 contains 3326 members 
Mstep: Class 14 contains 36130 members 
Mstep: Class 15 contains 181592 members 
Mstep: Class 16 contains 23121 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 10080 members 
Mstep: Class 19 contains 164643 members 
Mstep: Class 20 contains 55347 members 
Mstep: Class 21 contains 2332 members 
Mstep: Class 22 contains 692 members 
Mstep: Class 23 contains 4374 members 
Mstep: Class 24 contains 3152 members 
Mstep: Class 25 contains 38811 members 
Mstep: Class 26 contains 60564 members 
Mstep: Class 27 contains 28738 members 
Mstep: Class 28 contains 474 members 
Mstep: Class 29 contains 45295 members 
Mstep: Class 30 contains 11090 members 
Mstep: Class 31 contains 6502 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8482 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 3406 members 
Mstep: Class 36 contains 8300 members 
Mstep: Class 37 contains 3969 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1834 members 
Mstep: Class 40 contains 19230 members 
Mstep: Class 41 contains 425 members 
Mstep: Class 42 contains 3024 members 
Mstep: Class 43 contains 4388 members 
Mstep: Class 44 contains 2354 members 
Mstep: Class 45 contains 21901 members 
Mstep: Class 46 contains 13116 members 
Mstep: Class 47 contains 305 members 
Mstep: Class 48 contains 8295 members 
Mstep: Class 49 contains 26890 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 1027 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 3100 members 
Mstep: Class 54 contains 976 members 
Mstep: Class 55 contains 4677 members 
Mstep: Class 56 contains 17269 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 285 members 
Mstep: Class 60 contains 4774 members 
Mstep: Class 61 contains 1767 members 
Mstep: Class 62 contains 1054 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 7788 members 
Mstep: Class 65 contains 501 members 
Mstep: Class 66 contains 667 members 
Mstep: Class 67 contains 2672 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 708 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147542816.000000 Penalty: 253238.593750
Iteration 198Q: 74 clusters Score -1.475428e+08 nChanged 51
Entering ConstructFrom: 
Score: -147542816.000000 Penalty: 253238.593750
Entering ConstructFrom: 
Trying to split cluster 1 (22856 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22856 members 
Entering Unmasked Estep 
Score: -2962934.500000 Penalty: 2489.168457
	Iteration 0F: 2 clusters Score -2962934 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11499 members 
Mstep: Class 2 contains 11357 members 
Entering Unmasked Estep 
Score: -2947021.750000 Penalty: 4978.336914
	Iteration 0F: 3 clusters Score -2947022 nChanged 10146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12001 members 
Mstep: Class 2 contains 10855 members 
Entering Unmasked Estep 
Score: -2952521.250000 Penalty: 4978.336914
	Iteration 1F: 3 clusters Score -2952521 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12350 members 
Mstep: Class 2 contains 10506 members 
Entering Unmasked Estep 
Score: -2952958.500000 Penalty: 4978.336914
	Iteration 2F: 3 clusters Score -2952958 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12850 members 
Mstep: Class 2 contains 10006 members 
Entering Unmasked Estep 
Score: -2953365.500000 Penalty: 4978.336914
	Iteration 3Q: 3 clusters Score -2953366 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13458 members 
Mstep: Class 2 contains 9398 members 
Entering Unmasked Estep 
Score: -2953766.000000 Penalty: 4978.336914
	Iteration 4Q: 3 clusters Score -2953766 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14195 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -2954237.500000 Penalty: 4978.336914
	Iteration 5Q: 3 clusters Score -2954238 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15109 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -2954856.750000 Penalty: 4978.336914
	Iteration 6F: 3 clusters Score -2954857 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16202 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -2955617.500000 Penalty: 4978.336914
	Iteration 7F: 3 clusters Score -2955618 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17447 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -2956560.500000 Penalty: 4978.336914
	Iteration 8F: 3 clusters Score -2956560 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18716 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -2957609.750000 Penalty: 4978.336914
	Iteration 9F: 3 clusters Score -2957610 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19812 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -2958571.500000 Penalty: 4978.336914
	Iteration 10Q: 3 clusters Score -2958572 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20696 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -2959361.500000 Penalty: 4978.336914
	Iteration 11Q: 3 clusters Score -2959362 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21279 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -2959884.750000 Penalty: 4978.336914
	Iteration 12Q: 3 clusters Score -2959885 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21640 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -2960217.250000 Penalty: 4978.336914
	Iteration 13Q: 3 clusters Score -2960217 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21867 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -2960410.500000 Penalty: 4978.336914
	Iteration 14Q: 3 clusters Score -2960410 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21983 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -2960503.000000 Penalty: 4978.336914
	Iteration 15Q: 3 clusters Score -2960503 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22074 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -2960583.750000 Penalty: 4978.336914
	Iteration 16Q: 3 clusters Score -2960584 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22137 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -2960632.750000 Penalty: 4978.336914
	Iteration 17Q: 3 clusters Score -2960633 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22186 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -2960678.500000 Penalty: 4978.336914
	Iteration 18Q: 3 clusters Score -2960678 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22218 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -2960702.750000 Penalty: 4978.336914
	Iteration 19Q: 3 clusters Score -2960703 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22237 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -2960726.750000 Penalty: 4978.336914
	Iteration 20F: 3 clusters Score -2960727 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22255 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -2960738.500000 Penalty: 4978.336914
	Iteration 21Q: 3 clusters Score -2960738 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22270 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -2960750.000000 Penalty: 4978.336914
	Iteration 22Q: 3 clusters Score -2960750 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22282 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -2960760.000000 Penalty: 4978.336914
	Iteration 23Q: 3 clusters Score -2960760 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22296 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -2960767.000000 Penalty: 4978.336914
	Iteration 24Q: 3 clusters Score -2960767 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22315 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -2960778.500000 Penalty: 4978.336914
	Iteration 25Q: 3 clusters Score -2960778 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22323 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -2960782.750000 Penalty: 4978.336914
	Iteration 26Q: 3 clusters Score -2960783 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22329 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -2960787.750000 Penalty: 4978.336914
	Iteration 27Q: 3 clusters Score -2960788 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22335 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -2960793.250000 Penalty: 4978.336914
	Iteration 28Q: 3 clusters Score -2960793 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22339 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -2960794.500000 Penalty: 4978.336914
	Iteration 29Q: 3 clusters Score -2960794 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22351 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -2960805.750000 Penalty: 4978.336914
	Iteration 30Q: 3 clusters Score -2960806 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22355 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -2960807.250000 Penalty: 4978.336914
	Iteration 31Q: 3 clusters Score -2960807 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22357 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -2960809.750000 Penalty: 4978.336914
	Iteration 32Q: 3 clusters Score -2960810 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22360 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -2960808.750000 Penalty: 4978.336914
	Iteration 33Q: 3 clusters Score -2960809 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22363 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -2960816.500000 Penalty: 4978.336914
	Iteration 34Q: 3 clusters Score -2960816 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22363 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -2960816.500000 Penalty: 4978.336914
	Iteration 35F: 3 clusters Score -2960816 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (8041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Entering Unmasked Estep 
Score: -995034.812500 Penalty: 2230.092529
	Iteration 0F: 2 clusters Score -995034.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -988595.187500 Penalty: 4460.185059
	Iteration 0F: 3 clusters Score -988595.2 nChanged 3361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -990713.125000 Penalty: 4460.185059
	Iteration 1F: 3 clusters Score -990713.1 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -991436.187500 Penalty: 4460.185059
	Iteration 2F: 3 clusters Score -991436.2 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -992558.500000 Penalty: 4460.185059
	Iteration 3F: 3 clusters Score -992558.5 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -993881.250000 Penalty: 4460.185059
	Iteration 4F: 3 clusters Score -993881.2 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -994709.750000 Penalty: 4460.185059
	Iteration 5F: 3 clusters Score -994709.8 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -995070.687500 Penalty: 4460.185059
	Iteration 6F: 3 clusters Score -995070.7 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -995256.812500 Penalty: 4460.185059
	Iteration 7Q: 3 clusters Score -995256.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -995389.812500 Penalty: 4460.185059
	Iteration 8Q: 3 clusters Score -995389.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -995489.687500 Penalty: 4460.185059
	Iteration 9Q: 3 clusters Score -995489.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -995553.000000 Penalty: 4460.185059
	Iteration 10Q: 3 clusters Score -995553 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -995602.500000 Penalty: 4460.185059
	Iteration 11Q: 3 clusters Score -995602.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -995653.375000 Penalty: 4460.185059
	Iteration 12Q: 3 clusters Score -995653.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -995690.937500 Penalty: 4460.185059
	Iteration 13Q: 3 clusters Score -995690.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -995719.250000 Penalty: 4460.185059
	Iteration 14Q: 3 clusters Score -995719.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -995753.687500 Penalty: 4460.185059
	Iteration 15Q: 3 clusters Score -995753.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -995769.375000 Penalty: 4460.185059
	Iteration 16Q: 3 clusters Score -995769.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -995778.875000 Penalty: 4460.185059
	Iteration 17Q: 3 clusters Score -995778.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -995781.500000 Penalty: 4460.185059
	Iteration 18Q: 3 clusters Score -995781.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -995781.375000 Penalty: 4460.185059
	Iteration 19Q: 3 clusters Score -995781.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -995782.312500 Penalty: 4460.185059
	Iteration 20F: 3 clusters Score -995782.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -995783.437500 Penalty: 4460.185059
	Iteration 21Q: 3 clusters Score -995783.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -995783.437500 Penalty: 4460.185059
	Iteration 22F: 3 clusters Score -995783.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22856 members 
Mstep: Class 2 contains 6221 members 
Mstep: Class 3 contains 1102 members 
Mstep: Class 4 contains 223948 members 
Mstep: Class 5 contains 4132 members 
Mstep: Class 6 contains 2368 members 
Mstep: Class 7 contains 9405 members 
Mstep: Class 8 contains 14065 members 
Mstep: Class 9 contains 7500 members 
Mstep: Class 10 contains 27222 members 
Mstep: Class 11 contains 11586 members 
Mstep: Class 12 contains 969 members 
Mstep: Class 13 contains 3325 members 
Mstep: Class 14 contains 36129 members 
Mstep: Class 15 contains 181595 members 
Mstep: Class 16 contains 23122 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 10079 members 
Mstep: Class 19 contains 164641 members 
Mstep: Class 20 contains 55345 members 
Mstep: Class 21 contains 2332 members 
Mstep: Class 22 contains 692 members 
Mstep: Class 23 contains 4374 members 
Mstep: Class 24 contains 3156 members 
Mstep: Class 25 contains 38809 members 
Mstep: Class 26 contains 60564 members 
Mstep: Class 27 contains 28738 members 
Mstep: Class 28 contains 474 members 
Mstep: Class 29 contains 45291 members 
Mstep: Class 30 contains 11090 members 
Mstep: Class 31 contains 6502 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8482 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 3407 members 
Mstep: Class 36 contains 8301 members 
Mstep: Class 37 contains 3969 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1835 members 
Mstep: Class 40 contains 19228 members 
Mstep: Class 41 contains 425 members 
Mstep: Class 42 contains 3024 members 
Mstep: Class 43 contains 4389 members 
Mstep: Class 44 contains 2354 members 
Mstep: Class 45 contains 21899 members 
Mstep: Class 46 contains 13116 members 
Mstep: Class 47 contains 305 members 
Mstep: Class 48 contains 8295 members 
Mstep: Class 49 contains 26889 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 1027 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 3100 members 
Mstep: Class 54 contains 976 members 
Mstep: Class 55 contains 4681 members 
Mstep: Class 56 contains 17268 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 285 members 
Mstep: Class 60 contains 4774 members 
Mstep: Class 61 contains 1767 members 
Mstep: Class 62 contains 1054 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 7792 members 
Mstep: Class 65 contains 501 members 
Mstep: Class 66 contains 667 members 
Mstep: Class 67 contains 2672 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 708 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 1820 members 
Entering Unmasked Estep 
Score: -147542416.000000 Penalty: 256707.609375
Splitting cluster 2 changes total score from -147542816.000000 to -147542416.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (1102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Entering Unmasked Estep 
Score: -157641.500000 Penalty: 1737.210693
	Iteration 0F: 2 clusters Score -157641.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -155811.750000 Penalty: 3474.421387
	Iteration 0F: 3 clusters Score -155811.8 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -156826.906250 Penalty: 3474.421387
	Iteration 1F: 3 clusters Score -156826.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -157228.953125 Penalty: 3474.421387
	Iteration 2F: 3 clusters Score -157229 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -157672.500000 Penalty: 3474.421387
	Iteration 3F: 3 clusters Score -157672.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -157832.656250 Penalty: 3474.421387
	Iteration 4Q: 3 clusters Score -157832.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -158006.593750 Penalty: 3474.421387
	Iteration 5Q: 3 clusters Score -158006.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -158074.359375 Penalty: 3474.421387
	Iteration 6Q: 3 clusters Score -158074.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -158112.593750 Penalty: 3474.421387
	Iteration 7Q: 3 clusters Score -158112.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -158134.796875 Penalty: 3474.421387
	Iteration 8Q: 3 clusters Score -158134.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -158174.406250 Penalty: 3474.421387
	Iteration 9Q: 3 clusters Score -158174.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -158192.109375 Penalty: 3474.421387
	Iteration 10Q: 3 clusters Score -158192.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -158236.875000 Penalty: 3474.421387
	Iteration 11Q: 3 clusters Score -158236.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -158281.343750 Penalty: 3474.421387
	Iteration 12Q: 3 clusters Score -158281.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -158291.531250 Penalty: 3474.421387
	Iteration 13Q: 3 clusters Score -158291.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -158296.875000 Penalty: 3474.421387
	Iteration 14Q: 3 clusters Score -158296.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -158324.671875 Penalty: 3474.421387
	Iteration 15Q: 3 clusters Score -158324.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -158367.578125 Penalty: 3474.421387
	Iteration 16Q: 3 clusters Score -158367.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -158377.343750 Penalty: 3474.421387
	Iteration 17Q: 3 clusters Score -158377.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -158385.468750 Penalty: 3474.421387
	Iteration 18Q: 3 clusters Score -158385.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -158391.312500 Penalty: 3474.421387
	Iteration 19Q: 3 clusters Score -158391.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -158391.312500 Penalty: 3474.421387
	Iteration 20F: 3 clusters Score -158391.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22856 members 
Mstep: Class 2 contains 8041 members 
Mstep: Class 3 contains 494 members 
Mstep: Class 4 contains 223948 members 
Mstep: Class 5 contains 4132 members 
Mstep: Class 6 contains 2368 members 
Mstep: Class 7 contains 9405 members 
Mstep: Class 8 contains 14065 members 
Mstep: Class 9 contains 7500 members 
Mstep: Class 10 contains 27222 members 
Mstep: Class 11 contains 11586 members 
Mstep: Class 12 contains 969 members 
Mstep: Class 13 contains 3325 members 
Mstep: Class 14 contains 36129 members 
Mstep: Class 15 contains 181595 members 
Mstep: Class 16 contains 23122 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 10079 members 
Mstep: Class 19 contains 164641 members 
Mstep: Class 20 contains 55345 members 
Mstep: Class 21 contains 2332 members 
Mstep: Class 22 contains 692 members 
Mstep: Class 23 contains 4374 members 
Mstep: Class 24 contains 3156 members 
Mstep: Class 25 contains 38809 members 
Mstep: Class 26 contains 60564 members 
Mstep: Class 27 contains 28738 members 
Mstep: Class 28 contains 474 members 
Mstep: Class 29 contains 45291 members 
Mstep: Class 30 contains 11090 members 
Mstep: Class 31 contains 6502 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8482 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 3407 members 
Mstep: Class 36 contains 8301 members 
Mstep: Class 37 contains 3969 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1835 members 
Mstep: Class 40 contains 19228 members 
Mstep: Class 41 contains 425 members 
Mstep: Class 42 contains 3024 members 
Mstep: Class 43 contains 4389 members 
Mstep: Class 44 contains 2354 members 
Mstep: Class 45 contains 21899 members 
Mstep: Class 46 contains 13116 members 
Mstep: Class 47 contains 305 members 
Mstep: Class 48 contains 8295 members 
Mstep: Class 49 contains 26889 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 1027 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 3100 members 
Mstep: Class 54 contains 976 members 
Mstep: Class 55 contains 4681 members 
Mstep: Class 56 contains 17268 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 285 members 
Mstep: Class 60 contains 4774 members 
Mstep: Class 61 contains 1767 members 
Mstep: Class 62 contains 1054 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 7792 members 
Mstep: Class 65 contains 501 members 
Mstep: Class 66 contains 667 members 
Mstep: Class 67 contains 2672 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 708 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 608 members 
Entering Unmasked Estep 
Score: -147541824.000000 Penalty: 256707.609375
Splitting cluster 3 changes total score from -147542816.000000 to -147541824.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (223948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223948 members 
Entering Unmasked Estep 
Score: -28905274.000000 Penalty: 3055.153809
	Iteration 0F: 2 clusters Score -2.890527e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111878 members 
Mstep: Class 2 contains 112070 members 
Entering Unmasked Estep 
Score: -28773426.000000 Penalty: 6110.307617
	Iteration 0F: 3 clusters Score -2.877343e+07 nChanged 107775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106773 members 
Mstep: Class 2 contains 117175 members 
Entering Unmasked Estep 
Score: -28837680.000000 Penalty: 6110.307617
	Iteration 1F: 3 clusters Score -2.883768e+07 nChanged 8091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103890 members 
Mstep: Class 2 contains 120058 members 
Entering Unmasked Estep 
Score: -28839664.000000 Penalty: 6110.307617
	Iteration 2Q: 3 clusters Score -2.883966e+07 nChanged 9153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99807 members 
Mstep: Class 2 contains 124141 members 
Entering Unmasked Estep 
Score: -28842380.000000 Penalty: 6110.307617
	Iteration 3Q: 3 clusters Score -2.884238e+07 nChanged 10326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94339 members 
Mstep: Class 2 contains 129609 members 
Entering Unmasked Estep 
Score: -28845956.000000 Penalty: 6110.307617
	Iteration 4Q: 3 clusters Score -2.884596e+07 nChanged 11594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87215 members 
Mstep: Class 2 contains 136733 members 
Entering Unmasked Estep 
Score: -28850988.000000 Penalty: 6110.307617
	Iteration 5F: 3 clusters Score -2.885099e+07 nChanged 12781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78560 members 
Mstep: Class 2 contains 145388 members 
Entering Unmasked Estep 
Score: -28857582.000000 Penalty: 6110.307617
	Iteration 6F: 3 clusters Score -2.885758e+07 nChanged 12988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68884 members 
Mstep: Class 2 contains 155064 members 
Entering Unmasked Estep 
Score: -28865250.000000 Penalty: 6110.307617
	Iteration 7F: 3 clusters Score -2.886525e+07 nChanged 12250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59178 members 
Mstep: Class 2 contains 164770 members 
Entering Unmasked Estep 
Score: -28873326.000000 Penalty: 6110.307617
	Iteration 8F: 3 clusters Score -2.887333e+07 nChanged 10730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50480 members 
Mstep: Class 2 contains 173468 members 
Entering Unmasked Estep 
Score: -28881640.000000 Penalty: 6110.307617
	Iteration 9Q: 3 clusters Score -2.888164e+07 nChanged 9089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43211 members 
Mstep: Class 2 contains 180737 members 
Entering Unmasked Estep 
Score: -28889092.000000 Penalty: 6110.307617
	Iteration 10Q: 3 clusters Score -2.888909e+07 nChanged 7393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36810 members 
Mstep: Class 2 contains 187138 members 
Entering Unmasked Estep 
Score: -28893820.000000 Penalty: 6110.307617
	Iteration 11Q: 3 clusters Score -2.889382e+07 nChanged 6142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31066 members 
Mstep: Class 2 contains 192882 members 
Entering Unmasked Estep 
Score: -28897058.000000 Penalty: 6110.307617
	Iteration 12Q: 3 clusters Score -2.889706e+07 nChanged 5567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25557 members 
Mstep: Class 2 contains 198391 members 
Entering Unmasked Estep 
Score: -28898980.000000 Penalty: 6110.307617
	Iteration 13Q: 3 clusters Score -2.889898e+07 nChanged 4978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20581 members 
Mstep: Class 2 contains 203367 members 
Entering Unmasked Estep 
Score: -28900028.000000 Penalty: 6110.307617
	Iteration 14Q: 3 clusters Score -2.890003e+07 nChanged 4251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16344 members 
Mstep: Class 2 contains 207604 members 
Entering Unmasked Estep 
Score: -28900466.000000 Penalty: 6110.307617
	Iteration 15Q: 3 clusters Score -2.890047e+07 nChanged 3522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12848 members 
Mstep: Class 2 contains 211100 members 
Entering Unmasked Estep 
Score: -28900682.000000 Penalty: 6110.307617
	Iteration 16Q: 3 clusters Score -2.890068e+07 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9966 members 
Mstep: Class 2 contains 213982 members 
Entering Unmasked Estep 
Score: -28900958.000000 Penalty: 6110.307617
	Iteration 17Q: 3 clusters Score -2.890096e+07 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 216197 members 
Entering Unmasked Estep 
Score: -28901324.000000 Penalty: 6110.307617
	Iteration 18Q: 3 clusters Score -2.890132e+07 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 217960 members 
Entering Unmasked Estep 
Score: -28901522.000000 Penalty: 6110.307617
	Iteration 19Q: 3 clusters Score -2.890152e+07 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 219278 members 
Entering Unmasked Estep 
Score: -28901996.000000 Penalty: 6110.307617
	Iteration 20F: 3 clusters Score -2.8902e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 220290 members 
Entering Unmasked Estep 
Score: -28902068.000000 Penalty: 6110.307617
	Iteration 21Q: 3 clusters Score -2.890207e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 221079 members 
Entering Unmasked Estep 
Score: -28902142.000000 Penalty: 6110.307617
	Iteration 22Q: 3 clusters Score -2.890214e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 221653 members 
Entering Unmasked Estep 
Score: -28902348.000000 Penalty: 6110.307617
	Iteration 23Q: 3 clusters Score -2.890235e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 222094 members 
Entering Unmasked Estep 
Score: -28902464.000000 Penalty: 6110.307617
	Iteration 24Q: 3 clusters Score -2.890246e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 222399 members 
Entering Unmasked Estep 
Score: -28902656.000000 Penalty: 6110.307617
	Iteration 25Q: 3 clusters Score -2.890266e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 222597 members 
Entering Unmasked Estep 
Score: -28902680.000000 Penalty: 6110.307617
	Iteration 26Q: 3 clusters Score -2.890268e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 222773 members 
Entering Unmasked Estep 
Score: -28902748.000000 Penalty: 6110.307617
	Iteration 27Q: 3 clusters Score -2.890275e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 222870 members 
Entering Unmasked Estep 
Score: -28902768.000000 Penalty: 6110.307617
	Iteration 28Q: 3 clusters Score -2.890277e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 222951 members 
Entering Unmasked Estep 
Score: -28902770.000000 Penalty: 6110.307617
	Iteration 29Q: 3 clusters Score -2.890277e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 222997 members 
Entering Unmasked Estep 
Score: -28902788.000000 Penalty: 6110.307617
	Iteration 30Q: 3 clusters Score -2.890279e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 223038 members 
Entering Unmasked Estep 
Score: -28902790.000000 Penalty: 6110.307617
	Iteration 31Q: 3 clusters Score -2.890279e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 223068 members 
Entering Unmasked Estep 
Score: -28902788.000000 Penalty: 6110.307617
	Iteration 32Q: 3 clusters Score -2.890279e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 223093 members 
Entering Unmasked Estep 
Score: -28902818.000000 Penalty: 6110.307617
	Iteration 33Q: 3 clusters Score -2.890282e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 223117 members 
Entering Unmasked Estep 
Score: -28902826.000000 Penalty: 6110.307617
	Iteration 34Q: 3 clusters Score -2.890283e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 223134 members 
Entering Unmasked Estep 
Score: -28902806.000000 Penalty: 6110.307617
	Iteration 35Q: 3 clusters Score -2.890281e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 223145 members 
Entering Unmasked Estep 
Score: -28902818.000000 Penalty: 6110.307617
	Iteration 36Q: 3 clusters Score -2.890282e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 223162 members 
Entering Unmasked Estep 
Score: -28902816.000000 Penalty: 6110.307617
	Iteration 37Q: 3 clusters Score -2.890282e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 223172 members 
Entering Unmasked Estep 
Score: -28902828.000000 Penalty: 6110.307617
	Iteration 38Q: 3 clusters Score -2.890283e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 223182 members 
Entering Unmasked Estep 
Score: -28902824.000000 Penalty: 6110.307617
	Iteration 39Q: 3 clusters Score -2.890282e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 223191 members 
Entering Unmasked Estep 
Score: -28902838.000000 Penalty: 6110.307617
	Iteration 40F: 3 clusters Score -2.890284e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 223199 members 
Entering Unmasked Estep 
Score: -28902840.000000 Penalty: 6110.307617
	Iteration 41Q: 3 clusters Score -2.890284e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 223206 members 
Entering Unmasked Estep 
Score: -28902824.000000 Penalty: 6110.307617
	Iteration 42Q: 3 clusters Score -2.890282e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 223207 members 
Entering Unmasked Estep 
Score: -28902826.000000 Penalty: 6110.307617
	Iteration 43Q: 3 clusters Score -2.890283e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 223208 members 
Entering Unmasked Estep 
Score: -28902826.000000 Penalty: 6110.307617
	Iteration 44Q: 3 clusters Score -2.890283e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 223211 members 
Entering Unmasked Estep 
Score: -28902834.000000 Penalty: 6110.307617
	Iteration 45Q: 3 clusters Score -2.890283e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 223214 members 
Entering Unmasked Estep 
Score: -28902838.000000 Penalty: 6110.307617
	Iteration 46Q: 3 clusters Score -2.890284e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 223222 members 
Entering Unmasked Estep 
Score: -28902836.000000 Penalty: 6110.307617
	Iteration 47Q: 3 clusters Score -2.890284e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 223227 members 
Entering Unmasked Estep 
Score: -28902824.000000 Penalty: 6110.307617
	Iteration 48Q: 3 clusters Score -2.890282e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 223232 members 
Entering Unmasked Estep 
Score: -28902846.000000 Penalty: 6110.307617
	Iteration 49Q: 3 clusters Score -2.890285e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 223239 members 
Entering Unmasked Estep 
Score: -28902846.000000 Penalty: 6110.307617
	Iteration 50Q: 3 clusters Score -2.890285e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 223246 members 
Entering Unmasked Estep 
Score: -28902856.000000 Penalty: 6110.307617
	Iteration 51Q: 3 clusters Score -2.890286e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 223252 members 
Entering Unmasked Estep 
Score: -28902826.000000 Penalty: 6110.307617
	Iteration 52Q: 3 clusters Score -2.890283e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 223259 members 
Entering Unmasked Estep 
Score: -28902834.000000 Penalty: 6110.307617
	Iteration 53Q: 3 clusters Score -2.890283e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 223270 members 
Entering Unmasked Estep 
Score: -28902844.000000 Penalty: 6110.307617
	Iteration 54Q: 3 clusters Score -2.890284e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 223272 members 
Entering Unmasked Estep 
Score: -28902846.000000 Penalty: 6110.307617
	Iteration 55Q: 3 clusters Score -2.890285e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 223274 members 
Entering Unmasked Estep 
Score: -28902832.000000 Penalty: 6110.307617
	Iteration 56Q: 3 clusters Score -2.890283e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 223275 members 
Entering Unmasked Estep 
Score: -28902834.000000 Penalty: 6110.307617
	Iteration 57Q: 3 clusters Score -2.890283e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 223276 members 
Entering Unmasked Estep 
Score: -28902824.000000 Penalty: 6110.307617
	Iteration 58Q: 3 clusters Score -2.890282e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 223276 members 
Entering Unmasked Estep 
Score: -28902824.000000 Penalty: 6110.307617
	Iteration 59F: 3 clusters Score -2.890282e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Entering Unmasked Estep 
Score: -742523.312500 Penalty: 2064.976318
	Iteration 0F: 2 clusters Score -742523.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -738605.500000 Penalty: 4129.952637
	Iteration 0F: 3 clusters Score -738605.5 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -739684.500000 Penalty: 4129.952637
	Iteration 1F: 3 clusters Score -739684.5 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -740061.562500 Penalty: 4129.952637
	Iteration 2F: 3 clusters Score -740061.6 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -740302.250000 Penalty: 4129.952637
	Iteration 3F: 3 clusters Score -740302.2 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -740504.250000 Penalty: 4129.952637
	Iteration 4F: 3 clusters Score -740504.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -740701.812500 Penalty: 4129.952637
	Iteration 5Q: 3 clusters Score -740701.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -740916.187500 Penalty: 4129.952637
	Iteration 6Q: 3 clusters Score -740916.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -741143.562500 Penalty: 4129.952637
	Iteration 7Q: 3 clusters Score -741143.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -741311.250000 Penalty: 4129.952637
	Iteration 8Q: 3 clusters Score -741311.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -741415.750000 Penalty: 4129.952637
	Iteration 9Q: 3 clusters Score -741415.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -741488.000000 Penalty: 4129.952637
	Iteration 10Q: 3 clusters Score -741488 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -741552.375000 Penalty: 4129.952637
	Iteration 11Q: 3 clusters Score -741552.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -741590.687500 Penalty: 4129.952637
	Iteration 12Q: 3 clusters Score -741590.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -741618.187500 Penalty: 4129.952637
	Iteration 13Q: 3 clusters Score -741618.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -741636.250000 Penalty: 4129.952637
	Iteration 14Q: 3 clusters Score -741636.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -741656.937500 Penalty: 4129.952637
	Iteration 15Q: 3 clusters Score -741656.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -741666.875000 Penalty: 4129.952637
	Iteration 16Q: 3 clusters Score -741666.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -741672.312500 Penalty: 4129.952637
	Iteration 17Q: 3 clusters Score -741672.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -741679.375000 Penalty: 4129.952637
	Iteration 18Q: 3 clusters Score -741679.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -741682.125000 Penalty: 4129.952637
	Iteration 19Q: 3 clusters Score -741682.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -741692.437500 Penalty: 4129.952637
	Iteration 20F: 3 clusters Score -741692.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -741699.187500 Penalty: 4129.952637
	Iteration 21Q: 3 clusters Score -741699.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -741706.500000 Penalty: 4129.952637
	Iteration 22Q: 3 clusters Score -741706.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -741710.562500 Penalty: 4129.952637
	Iteration 23Q: 3 clusters Score -741710.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -741710.562500 Penalty: 4129.952637
	Iteration 24Q: 3 clusters Score -741710.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -741711.500000 Penalty: 4129.952637
	Iteration 25Q: 3 clusters Score -741711.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -741714.500000 Penalty: 4129.952637
	Iteration 26Q: 3 clusters Score -741714.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -741716.187500 Penalty: 4129.952637
	Iteration 27Q: 3 clusters Score -741716.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -741717.937500 Penalty: 4129.952637
	Iteration 28Q: 3 clusters Score -741717.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -741718.875000 Penalty: 4129.952637
	Iteration 29Q: 3 clusters Score -741718.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -741718.875000 Penalty: 4129.952637
	Iteration 30F: 3 clusters Score -741718.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Entering Unmasked Estep 
Score: -284699.781250 Penalty: 1926.910645
	Iteration 0F: 2 clusters Score -284699.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -281831.312500 Penalty: 3853.821289
	Iteration 0F: 3 clusters Score -281831.3 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -282391.062500 Penalty: 3853.821289
	Iteration 1F: 3 clusters Score -282391.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -282638.562500 Penalty: 3853.821289
	Iteration 2F: 3 clusters Score -282638.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -282858.843750 Penalty: 3853.821289
	Iteration 3F: 3 clusters Score -282858.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -283019.687500 Penalty: 3853.821289
	Iteration 4F: 3 clusters Score -283019.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -283149.937500 Penalty: 3853.821289
	Iteration 5Q: 3 clusters Score -283149.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -283250.875000 Penalty: 3853.821289
	Iteration 6Q: 3 clusters Score -283250.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -283319.125000 Penalty: 3853.821289
	Iteration 7Q: 3 clusters Score -283319.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -283373.968750 Penalty: 3853.821289
	Iteration 8Q: 3 clusters Score -283374 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -283423.281250 Penalty: 3853.821289
	Iteration 9Q: 3 clusters Score -283423.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -283470.687500 Penalty: 3853.821289
	Iteration 10Q: 3 clusters Score -283470.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -283512.843750 Penalty: 3853.821289
	Iteration 11Q: 3 clusters Score -283512.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -283553.468750 Penalty: 3853.821289
	Iteration 12Q: 3 clusters Score -283553.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -283582.906250 Penalty: 3853.821289
	Iteration 13Q: 3 clusters Score -283582.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -283609.375000 Penalty: 3853.821289
	Iteration 14Q: 3 clusters Score -283609.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -283628.468750 Penalty: 3853.821289
	Iteration 15Q: 3 clusters Score -283628.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -283643.125000 Penalty: 3853.821289
	Iteration 16Q: 3 clusters Score -283643.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -283654.125000 Penalty: 3853.821289
	Iteration 17Q: 3 clusters Score -283654.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -283661.343750 Penalty: 3853.821289
	Iteration 18Q: 3 clusters Score -283661.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -283671.156250 Penalty: 3853.821289
	Iteration 19Q: 3 clusters Score -283671.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -283676.125000 Penalty: 3853.821289
	Iteration 20F: 3 clusters Score -283676.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -283682.750000 Penalty: 3853.821289
	Iteration 21Q: 3 clusters Score -283682.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -283686.875000 Penalty: 3853.821289
	Iteration 22Q: 3 clusters Score -283686.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -283689.562500 Penalty: 3853.821289
	Iteration 23Q: 3 clusters Score -283689.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -283692.000000 Penalty: 3853.821289
	Iteration 24Q: 3 clusters Score -283692 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -283694.531250 Penalty: 3853.821289
	Iteration 25Q: 3 clusters Score -283694.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -283694.625000 Penalty: 3853.821289
	Iteration 26Q: 3 clusters Score -283694.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -283694.625000 Penalty: 3853.821289
	Iteration 27F: 3 clusters Score -283694.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (9405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9405 members 
Entering Unmasked Estep 
Score: -1076547.750000 Penalty: 2268.951172
	Iteration 0F: 2 clusters Score -1076548 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -1069234.625000 Penalty: 4537.902344
	Iteration 0F: 3 clusters Score -1069235 nChanged 3989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -1071735.000000 Penalty: 4537.902344
	Iteration 1F: 3 clusters Score -1071735 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -1072227.750000 Penalty: 4537.902344
	Iteration 2F: 3 clusters Score -1072228 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -1072561.625000 Penalty: 4537.902344
	Iteration 3F: 3 clusters Score -1072562 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -1072815.375000 Penalty: 4537.902344
	Iteration 4Q: 3 clusters Score -1072815 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -1073017.500000 Penalty: 4537.902344
	Iteration 5Q: 3 clusters Score -1073018 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -1073204.875000 Penalty: 4537.902344
	Iteration 6Q: 3 clusters Score -1073205 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -1073412.375000 Penalty: 4537.902344
	Iteration 7Q: 3 clusters Score -1073412 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -1073610.250000 Penalty: 4537.902344
	Iteration 8Q: 3 clusters Score -1073610 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -1073794.125000 Penalty: 4537.902344
	Iteration 9Q: 3 clusters Score -1073794 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -1073963.500000 Penalty: 4537.902344
	Iteration 10Q: 3 clusters Score -1073964 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -1074143.125000 Penalty: 4537.902344
	Iteration 11Q: 3 clusters Score -1074143 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -1074292.125000 Penalty: 4537.902344
	Iteration 12Q: 3 clusters Score -1074292 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -1074399.000000 Penalty: 4537.902344
	Iteration 13Q: 3 clusters Score -1074399 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -1074497.875000 Penalty: 4537.902344
	Iteration 14Q: 3 clusters Score -1074498 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -1074578.250000 Penalty: 4537.902344
	Iteration 15Q: 3 clusters Score -1074578 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -1074627.875000 Penalty: 4537.902344
	Iteration 16Q: 3 clusters Score -1074628 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -1074671.000000 Penalty: 4537.902344
	Iteration 17Q: 3 clusters Score -1074671 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -1074709.500000 Penalty: 4537.902344
	Iteration 18Q: 3 clusters Score -1074710 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -1074749.750000 Penalty: 4537.902344
	Iteration 19Q: 3 clusters Score -1074750 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -1074781.000000 Penalty: 4537.902344
	Iteration 20F: 3 clusters Score -1074781 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -1074806.375000 Penalty: 4537.902344
	Iteration 21Q: 3 clusters Score -1074806 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -1074830.750000 Penalty: 4537.902344
	Iteration 22Q: 3 clusters Score -1074831 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -1074850.250000 Penalty: 4537.902344
	Iteration 23Q: 3 clusters Score -1074850 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -1074867.125000 Penalty: 4537.902344
	Iteration 24Q: 3 clusters Score -1074867 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -1074879.375000 Penalty: 4537.902344
	Iteration 25Q: 3 clusters Score -1074879 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -1074890.750000 Penalty: 4537.902344
	Iteration 26Q: 3 clusters Score -1074891 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -1074895.000000 Penalty: 4537.902344
	Iteration 27Q: 3 clusters Score -1074895 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -1074902.000000 Penalty: 4537.902344
	Iteration 28Q: 3 clusters Score -1074902 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -1074909.500000 Penalty: 4537.902344
	Iteration 29Q: 3 clusters Score -1074910 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -1074912.000000 Penalty: 4537.902344
	Iteration 30Q: 3 clusters Score -1074912 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -1074917.875000 Penalty: 4537.902344
	Iteration 31Q: 3 clusters Score -1074918 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -1074922.375000 Penalty: 4537.902344
	Iteration 32Q: 3 clusters Score -1074922 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -1074925.250000 Penalty: 4537.902344
	Iteration 33Q: 3 clusters Score -1074925 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -1074928.750000 Penalty: 4537.902344
	Iteration 34Q: 3 clusters Score -1074929 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -1074930.875000 Penalty: 4537.902344
	Iteration 35Q: 3 clusters Score -1074931 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -1074935.125000 Penalty: 4537.902344
	Iteration 36Q: 3 clusters Score -1074935 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -1074940.375000 Penalty: 4537.902344
	Iteration 37Q: 3 clusters Score -1074940 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -1074944.250000 Penalty: 4537.902344
	Iteration 38Q: 3 clusters Score -1074944 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -1074947.750000 Penalty: 4537.902344
	Iteration 39Q: 3 clusters Score -1074948 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -1074949.250000 Penalty: 4537.902344
	Iteration 40F: 3 clusters Score -1074949 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -1074952.375000 Penalty: 4537.902344
	Iteration 41Q: 3 clusters Score -1074952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -1074952.625000 Penalty: 4537.902344
	Iteration 42Q: 3 clusters Score -1074953 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -1074953.000000 Penalty: 4537.902344
	Iteration 43Q: 3 clusters Score -1074953 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -1074954.000000 Penalty: 4537.902344
	Iteration 44Q: 3 clusters Score -1074954 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -1074956.250000 Penalty: 4537.902344
	Iteration 45Q: 3 clusters Score -1074956 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -1074952.375000 Penalty: 4537.902344
	Iteration 46Q: 3 clusters Score -1074952 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -1074952.625000 Penalty: 4537.902344
	Iteration 47Q: 3 clusters Score -1074953 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -1074954.625000 Penalty: 4537.902344
	Iteration 48Q: 3 clusters Score -1074955 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -1074954.625000 Penalty: 4537.902344
	Iteration 49F: 3 clusters Score -1074955 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (14065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14065 members 
Entering Unmasked Estep 
Score: -1808290.250000 Penalty: 2368.758301
	Iteration 0F: 2 clusters Score -1808290 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -1798019.750000 Penalty: 4737.516602
	Iteration 0F: 3 clusters Score -1798020 nChanged 6054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -1801205.750000 Penalty: 4737.516602
	Iteration 1F: 3 clusters Score -1801206 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -1801496.875000 Penalty: 4737.516602
	Iteration 2F: 3 clusters Score -1801497 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -1801722.375000 Penalty: 4737.516602
	Iteration 3Q: 3 clusters Score -1801722 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -1801901.125000 Penalty: 4737.516602
	Iteration 4Q: 3 clusters Score -1801901 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -1802057.375000 Penalty: 4737.516602
	Iteration 5Q: 3 clusters Score -1802057 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -1802184.125000 Penalty: 4737.516602
	Iteration 6Q: 3 clusters Score -1802184 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -1802335.375000 Penalty: 4737.516602
	Iteration 7Q: 3 clusters Score -1802335 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -1802481.125000 Penalty: 4737.516602
	Iteration 8Q: 3 clusters Score -1802481 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -1802647.875000 Penalty: 4737.516602
	Iteration 9Q: 3 clusters Score -1802648 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -1802862.500000 Penalty: 4737.516602
	Iteration 10Q: 3 clusters Score -1802862 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -1803139.625000 Penalty: 4737.516602
	Iteration 11Q: 3 clusters Score -1803140 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 10253 members 
Entering Unmasked Estep 
Score: -1803507.625000 Penalty: 4737.516602
	Iteration 12Q: 3 clusters Score -1803508 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 10866 members 
Entering Unmasked Estep 
Score: -1803976.875000 Penalty: 4737.516602
	Iteration 13Q: 3 clusters Score -1803977 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 11478 members 
Entering Unmasked Estep 
Score: -1804465.500000 Penalty: 4737.516602
	Iteration 14Q: 3 clusters Score -1804466 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 12042 members 
Entering Unmasked Estep 
Score: -1804987.625000 Penalty: 4737.516602
	Iteration 15Q: 3 clusters Score -1804988 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 12482 members 
Entering Unmasked Estep 
Score: -1805377.625000 Penalty: 4737.516602
	Iteration 16Q: 3 clusters Score -1805378 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 12794 members 
Entering Unmasked Estep 
Score: -1805674.000000 Penalty: 4737.516602
	Iteration 17Q: 3 clusters Score -1805674 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 13032 members 
Entering Unmasked Estep 
Score: -1805893.375000 Penalty: 4737.516602
	Iteration 18Q: 3 clusters Score -1805893 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 13170 members 
Entering Unmasked Estep 
Score: -1806040.500000 Penalty: 4737.516602
	Iteration 19Q: 3 clusters Score -1806040 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 13274 members 
Entering Unmasked Estep 
Score: -1806135.375000 Penalty: 4737.516602
	Iteration 20F: 3 clusters Score -1806135 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 13329 members 
Entering Unmasked Estep 
Score: -1806199.750000 Penalty: 4737.516602
	Iteration 21Q: 3 clusters Score -1806200 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 13375 members 
Entering Unmasked Estep 
Score: -1806241.500000 Penalty: 4737.516602
	Iteration 22Q: 3 clusters Score -1806242 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 13407 members 
Entering Unmasked Estep 
Score: -1806272.125000 Penalty: 4737.516602
	Iteration 23Q: 3 clusters Score -1806272 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 13424 members 
Entering Unmasked Estep 
Score: -1806289.125000 Penalty: 4737.516602
	Iteration 24Q: 3 clusters Score -1806289 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 13441 members 
Entering Unmasked Estep 
Score: -1806308.625000 Penalty: 4737.516602
	Iteration 25Q: 3 clusters Score -1806309 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 13454 members 
Entering Unmasked Estep 
Score: -1806319.625000 Penalty: 4737.516602
	Iteration 26Q: 3 clusters Score -1806320 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 13467 members 
Entering Unmasked Estep 
Score: -1806329.375000 Penalty: 4737.516602
	Iteration 27Q: 3 clusters Score -1806329 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 13479 members 
Entering Unmasked Estep 
Score: -1806334.500000 Penalty: 4737.516602
	Iteration 28Q: 3 clusters Score -1806334 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 13486 members 
Entering Unmasked Estep 
Score: -1806336.875000 Penalty: 4737.516602
	Iteration 29Q: 3 clusters Score -1806337 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 13492 members 
Entering Unmasked Estep 
Score: -1806343.125000 Penalty: 4737.516602
	Iteration 30Q: 3 clusters Score -1806343 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 13495 members 
Entering Unmasked Estep 
Score: -1806345.000000 Penalty: 4737.516602
	Iteration 31Q: 3 clusters Score -1806345 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 13496 members 
Entering Unmasked Estep 
Score: -1806345.000000 Penalty: 4737.516602
	Iteration 32Q: 3 clusters Score -1806345 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 13498 members 
Entering Unmasked Estep 
Score: -1806348.500000 Penalty: 4737.516602
	Iteration 33Q: 3 clusters Score -1806348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 13500 members 
Entering Unmasked Estep 
Score: -1806347.250000 Penalty: 4737.516602
	Iteration 34Q: 3 clusters Score -1806347 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 13504 members 
Entering Unmasked Estep 
Score: -1806351.250000 Penalty: 4737.516602
	Iteration 35Q: 3 clusters Score -1806351 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 13508 members 
Entering Unmasked Estep 
Score: -1806354.500000 Penalty: 4737.516602
	Iteration 36Q: 3 clusters Score -1806354 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 13510 members 
Entering Unmasked Estep 
Score: -1806355.625000 Penalty: 4737.516602
	Iteration 37Q: 3 clusters Score -1806356 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 13514 members 
Entering Unmasked Estep 
Score: -1806357.375000 Penalty: 4737.516602
	Iteration 38Q: 3 clusters Score -1806357 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 13516 members 
Entering Unmasked Estep 
Score: -1806358.875000 Penalty: 4737.516602
	Iteration 39Q: 3 clusters Score -1806359 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 13518 members 
Entering Unmasked Estep 
Score: -1806361.000000 Penalty: 4737.516602
	Iteration 40F: 3 clusters Score -1806361 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 13519 members 
Entering Unmasked Estep 
Score: -1806359.375000 Penalty: 4737.516602
	Iteration 41Q: 3 clusters Score -1806359 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 13522 members 
Entering Unmasked Estep 
Score: -1806364.125000 Penalty: 4737.516602
	Iteration 42Q: 3 clusters Score -1806364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 13521 members 
Entering Unmasked Estep 
Score: -1806366.500000 Penalty: 4737.516602
	Iteration 43Q: 3 clusters Score -1806366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 13520 members 
Entering Unmasked Estep 
Score: -1806367.375000 Penalty: 4737.516602
	Iteration 44Q: 3 clusters Score -1806367 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 13520 members 
Entering Unmasked Estep 
Score: -1806367.375000 Penalty: 4737.516602
	Iteration 45F: 3 clusters Score -1806367 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (7500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Entering Unmasked Estep 
Score: -935662.125000 Penalty: 2212.819092
	Iteration 0F: 2 clusters Score -935662.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -929571.000000 Penalty: 4425.638184
	Iteration 0F: 3 clusters Score -929571 nChanged 3027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -931308.437500 Penalty: 4425.638184
	Iteration 1F: 3 clusters Score -931308.4 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -931708.250000 Penalty: 4425.638184
	Iteration 2F: 3 clusters Score -931708.2 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -932055.687500 Penalty: 4425.638184
	Iteration 3F: 3 clusters Score -932055.7 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -932343.812500 Penalty: 4425.638184
	Iteration 4Q: 3 clusters Score -932343.8 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -932579.062500 Penalty: 4425.638184
	Iteration 5Q: 3 clusters Score -932579.1 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -932777.562500 Penalty: 4425.638184
	Iteration 6Q: 3 clusters Score -932777.6 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -932932.000000 Penalty: 4425.638184
	Iteration 7Q: 3 clusters Score -932932 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -933061.875000 Penalty: 4425.638184
	Iteration 8Q: 3 clusters Score -933061.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -933197.562500 Penalty: 4425.638184
	Iteration 9Q: 3 clusters Score -933197.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -933345.562500 Penalty: 4425.638184
	Iteration 10Q: 3 clusters Score -933345.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -933502.187500 Penalty: 4425.638184
	Iteration 11Q: 3 clusters Score -933502.2 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -933648.500000 Penalty: 4425.638184
	Iteration 12Q: 3 clusters Score -933648.5 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -933757.750000 Penalty: 4425.638184
	Iteration 13Q: 3 clusters Score -933757.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -933840.500000 Penalty: 4425.638184
	Iteration 14Q: 3 clusters Score -933840.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -933909.437500 Penalty: 4425.638184
	Iteration 15Q: 3 clusters Score -933909.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -933958.312500 Penalty: 4425.638184
	Iteration 16Q: 3 clusters Score -933958.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -934004.875000 Penalty: 4425.638184
	Iteration 17Q: 3 clusters Score -934004.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -934040.000000 Penalty: 4425.638184
	Iteration 18Q: 3 clusters Score -934040 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -934066.437500 Penalty: 4425.638184
	Iteration 19Q: 3 clusters Score -934066.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -934089.000000 Penalty: 4425.638184
	Iteration 20F: 3 clusters Score -934089 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -934110.000000 Penalty: 4425.638184
	Iteration 21Q: 3 clusters Score -934110 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -934125.562500 Penalty: 4425.638184
	Iteration 22Q: 3 clusters Score -934125.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -934136.625000 Penalty: 4425.638184
	Iteration 23Q: 3 clusters Score -934136.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -934147.500000 Penalty: 4425.638184
	Iteration 24Q: 3 clusters Score -934147.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -934166.625000 Penalty: 4425.638184
	Iteration 25Q: 3 clusters Score -934166.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -934178.312500 Penalty: 4425.638184
	Iteration 26Q: 3 clusters Score -934178.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -934189.500000 Penalty: 4425.638184
	Iteration 27Q: 3 clusters Score -934189.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -934195.312500 Penalty: 4425.638184
	Iteration 28Q: 3 clusters Score -934195.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -934202.187500 Penalty: 4425.638184
	Iteration 29Q: 3 clusters Score -934202.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -934214.062500 Penalty: 4425.638184
	Iteration 30Q: 3 clusters Score -934214.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -934220.562500 Penalty: 4425.638184
	Iteration 31Q: 3 clusters Score -934220.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -934231.500000 Penalty: 4425.638184
	Iteration 32Q: 3 clusters Score -934231.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -934239.500000 Penalty: 4425.638184
	Iteration 33Q: 3 clusters Score -934239.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -934248.437500 Penalty: 4425.638184
	Iteration 34Q: 3 clusters Score -934248.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -934253.875000 Penalty: 4425.638184
	Iteration 35Q: 3 clusters Score -934253.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -934264.375000 Penalty: 4425.638184
	Iteration 36Q: 3 clusters Score -934264.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -934274.937500 Penalty: 4425.638184
	Iteration 37Q: 3 clusters Score -934274.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -934279.437500 Penalty: 4425.638184
	Iteration 38Q: 3 clusters Score -934279.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -934292.000000 Penalty: 4425.638184
	Iteration 39Q: 3 clusters Score -934292 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -934307.375000 Penalty: 4425.638184
	Iteration 40F: 3 clusters Score -934307.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -934323.375000 Penalty: 4425.638184
	Iteration 41Q: 3 clusters Score -934323.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -934337.125000 Penalty: 4425.638184
	Iteration 42Q: 3 clusters Score -934337.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -934352.375000 Penalty: 4425.638184
	Iteration 43Q: 3 clusters Score -934352.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -934372.187500 Penalty: 4425.638184
	Iteration 44Q: 3 clusters Score -934372.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -934398.812500 Penalty: 4425.638184
	Iteration 45Q: 3 clusters Score -934398.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -934422.125000 Penalty: 4425.638184
	Iteration 46Q: 3 clusters Score -934422.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -934443.187500 Penalty: 4425.638184
	Iteration 47Q: 3 clusters Score -934443.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -934464.062500 Penalty: 4425.638184
	Iteration 48Q: 3 clusters Score -934464.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -934479.500000 Penalty: 4425.638184
	Iteration 49Q: 3 clusters Score -934479.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -934506.937500 Penalty: 4425.638184
	Iteration 50Q: 3 clusters Score -934506.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -934531.375000 Penalty: 4425.638184
	Iteration 51Q: 3 clusters Score -934531.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -934552.812500 Penalty: 4425.638184
	Iteration 52Q: 3 clusters Score -934552.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -934581.125000 Penalty: 4425.638184
	Iteration 53Q: 3 clusters Score -934581.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -934617.937500 Penalty: 4425.638184
	Iteration 54Q: 3 clusters Score -934617.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -934692.500000 Penalty: 4425.638184
	Iteration 55Q: 3 clusters Score -934692.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -934778.250000 Penalty: 4425.638184
	Iteration 56Q: 3 clusters Score -934778.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -934872.875000 Penalty: 4425.638184
	Iteration 57Q: 3 clusters Score -934872.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -934977.250000 Penalty: 4425.638184
	Iteration 58Q: 3 clusters Score -934977.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -935101.562500 Penalty: 4425.638184
	Iteration 59Q: 3 clusters Score -935101.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -935180.937500 Penalty: 4425.638184
	Iteration 60F: 3 clusters Score -935180.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -935228.250000 Penalty: 4425.638184
	Iteration 61Q: 3 clusters Score -935228.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -935253.812500 Penalty: 4425.638184
	Iteration 62Q: 3 clusters Score -935253.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -935273.500000 Penalty: 4425.638184
	Iteration 63Q: 3 clusters Score -935273.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -935284.625000 Penalty: 4425.638184
	Iteration 64Q: 3 clusters Score -935284.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -935291.312500 Penalty: 4425.638184
	Iteration 65Q: 3 clusters Score -935291.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -935291.312500 Penalty: 4425.638184
	Iteration 66Q: 3 clusters Score -935291.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -935292.562500 Penalty: 4425.638184
	Iteration 67Q: 3 clusters Score -935292.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -935292.750000 Penalty: 4425.638184
	Iteration 68Q: 3 clusters Score -935292.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -935293.562500 Penalty: 4425.638184
	Iteration 69Q: 3 clusters Score -935293.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -935294.937500 Penalty: 4425.638184
	Iteration 70Q: 3 clusters Score -935294.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -935296.437500 Penalty: 4425.638184
	Iteration 71Q: 3 clusters Score -935296.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -935296.125000 Penalty: 4425.638184
	Iteration 72Q: 3 clusters Score -935296.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -935296.125000 Penalty: 4425.638184
	Iteration 73F: 3 clusters Score -935296.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (27222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27222 members 
Entering Unmasked Estep 
Score: -3468195.500000 Penalty: 2532.521484
	Iteration 0F: 2 clusters Score -3468196 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13508 members 
Mstep: Class 2 contains 13714 members 
Entering Unmasked Estep 
Score: -3449427.500000 Penalty: 5065.042969
	Iteration 0F: 3 clusters Score -3449428 nChanged 12197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12945 members 
Mstep: Class 2 contains 14277 members 
Entering Unmasked Estep 
Score: -3456059.000000 Penalty: 5065.042969
	Iteration 1F: 3 clusters Score -3456059 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12558 members 
Mstep: Class 2 contains 14664 members 
Entering Unmasked Estep 
Score: -3456590.000000 Penalty: 5065.042969
	Iteration 2F: 3 clusters Score -3456590 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12047 members 
Mstep: Class 2 contains 15175 members 
Entering Unmasked Estep 
Score: -3457106.750000 Penalty: 5065.042969
	Iteration 3Q: 3 clusters Score -3457107 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11336 members 
Mstep: Class 2 contains 15886 members 
Entering Unmasked Estep 
Score: -3457772.750000 Penalty: 5065.042969
	Iteration 4Q: 3 clusters Score -3457773 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10383 members 
Mstep: Class 2 contains 16839 members 
Entering Unmasked Estep 
Score: -3458631.000000 Penalty: 5065.042969
	Iteration 5F: 3 clusters Score -3458631 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 17979 members 
Entering Unmasked Estep 
Score: -3459699.250000 Penalty: 5065.042969
	Iteration 6F: 3 clusters Score -3459699 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 19153 members 
Entering Unmasked Estep 
Score: -3460846.250000 Penalty: 5065.042969
	Iteration 7F: 3 clusters Score -3460846 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 20344 members 
Entering Unmasked Estep 
Score: -3462077.000000 Penalty: 5065.042969
	Iteration 8F: 3 clusters Score -3462077 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 21371 members 
Entering Unmasked Estep 
Score: -3463235.750000 Penalty: 5065.042969
	Iteration 9Q: 3 clusters Score -3463236 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 22221 members 
Entering Unmasked Estep 
Score: -3464146.750000 Penalty: 5065.042969
	Iteration 10Q: 3 clusters Score -3464147 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 22808 members 
Entering Unmasked Estep 
Score: -3464860.250000 Penalty: 5065.042969
	Iteration 11Q: 3 clusters Score -3464860 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 23230 members 
Entering Unmasked Estep 
Score: -3465385.750000 Penalty: 5065.042969
	Iteration 12Q: 3 clusters Score -3465386 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 23560 members 
Entering Unmasked Estep 
Score: -3465789.750000 Penalty: 5065.042969
	Iteration 13Q: 3 clusters Score -3465790 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 23799 members 
Entering Unmasked Estep 
Score: -3466052.750000 Penalty: 5065.042969
	Iteration 14Q: 3 clusters Score -3466053 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 23965 members 
Entering Unmasked Estep 
Score: -3466233.250000 Penalty: 5065.042969
	Iteration 15Q: 3 clusters Score -3466233 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 24099 members 
Entering Unmasked Estep 
Score: -3466340.250000 Penalty: 5065.042969
	Iteration 16Q: 3 clusters Score -3466340 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 24213 members 
Entering Unmasked Estep 
Score: -3466392.500000 Penalty: 5065.042969
	Iteration 17Q: 3 clusters Score -3466392 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 24294 members 
Entering Unmasked Estep 
Score: -3466425.500000 Penalty: 5065.042969
	Iteration 18Q: 3 clusters Score -3466426 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 24369 members 
Entering Unmasked Estep 
Score: -3466456.250000 Penalty: 5065.042969
	Iteration 19Q: 3 clusters Score -3466456 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 24417 members 
Entering Unmasked Estep 
Score: -3466476.500000 Penalty: 5065.042969
	Iteration 20F: 3 clusters Score -3466476 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 24459 members 
Entering Unmasked Estep 
Score: -3466495.500000 Penalty: 5065.042969
	Iteration 21Q: 3 clusters Score -3466496 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 24489 members 
Entering Unmasked Estep 
Score: -3466501.250000 Penalty: 5065.042969
	Iteration 22Q: 3 clusters Score -3466501 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 24508 members 
Entering Unmasked Estep 
Score: -3466507.000000 Penalty: 5065.042969
	Iteration 23Q: 3 clusters Score -3466507 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 24514 members 
Entering Unmasked Estep 
Score: -3466503.000000 Penalty: 5065.042969
	Iteration 24Q: 3 clusters Score -3466503 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 24523 members 
Entering Unmasked Estep 
Score: -3466503.750000 Penalty: 5065.042969
	Iteration 25Q: 3 clusters Score -3466504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 24525 members 
Entering Unmasked Estep 
Score: -3466500.500000 Penalty: 5065.042969
	Iteration 26Q: 3 clusters Score -3466500 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 24526 members 
Entering Unmasked Estep 
Score: -3466501.500000 Penalty: 5065.042969
	Iteration 27Q: 3 clusters Score -3466502 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 24526 members 
Entering Unmasked Estep 
Score: -3466501.500000 Penalty: 5065.042969
	Iteration 28F: 3 clusters Score -3466502 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (11586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11586 members 
Entering Unmasked Estep 
Score: -1449950.000000 Penalty: 2320.673096
	Iteration 0F: 2 clusters Score -1449950 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -1441283.750000 Penalty: 4641.346191
	Iteration 0F: 3 clusters Score -1441284 nChanged 4937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -1443878.750000 Penalty: 4641.346191
	Iteration 1F: 3 clusters Score -1443879 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -1444238.750000 Penalty: 4641.346191
	Iteration 2F: 3 clusters Score -1444239 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -1444503.875000 Penalty: 4641.346191
	Iteration 3F: 3 clusters Score -1444504 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -1444742.500000 Penalty: 4641.346191
	Iteration 4Q: 3 clusters Score -1444742 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -1445006.750000 Penalty: 4641.346191
	Iteration 5Q: 3 clusters Score -1445007 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -1445307.375000 Penalty: 4641.346191
	Iteration 6Q: 3 clusters Score -1445307 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -1445626.500000 Penalty: 4641.346191
	Iteration 7Q: 3 clusters Score -1445626 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -1446019.750000 Penalty: 4641.346191
	Iteration 8Q: 3 clusters Score -1446020 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -1446455.375000 Penalty: 4641.346191
	Iteration 9Q: 3 clusters Score -1446455 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -1446901.875000 Penalty: 4641.346191
	Iteration 10Q: 3 clusters Score -1446902 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -1447335.625000 Penalty: 4641.346191
	Iteration 11Q: 3 clusters Score -1447336 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -1447675.500000 Penalty: 4641.346191
	Iteration 12Q: 3 clusters Score -1447676 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -1447908.375000 Penalty: 4641.346191
	Iteration 13Q: 3 clusters Score -1447908 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -1448069.250000 Penalty: 4641.346191
	Iteration 14Q: 3 clusters Score -1448069 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -1448150.625000 Penalty: 4641.346191
	Iteration 15Q: 3 clusters Score -1448151 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -1448192.000000 Penalty: 4641.346191
	Iteration 16Q: 3 clusters Score -1448192 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -1448222.875000 Penalty: 4641.346191
	Iteration 17Q: 3 clusters Score -1448223 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -1448246.000000 Penalty: 4641.346191
	Iteration 18Q: 3 clusters Score -1448246 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -1448262.375000 Penalty: 4641.346191
	Iteration 19Q: 3 clusters Score -1448262 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -1448272.000000 Penalty: 4641.346191
	Iteration 20F: 3 clusters Score -1448272 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -1448279.375000 Penalty: 4641.346191
	Iteration 21Q: 3 clusters Score -1448279 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -1448285.625000 Penalty: 4641.346191
	Iteration 22Q: 3 clusters Score -1448286 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -1448286.375000 Penalty: 4641.346191
	Iteration 23Q: 3 clusters Score -1448286 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -1448290.375000 Penalty: 4641.346191
	Iteration 24Q: 3 clusters Score -1448290 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -1448294.000000 Penalty: 4641.346191
	Iteration 25Q: 3 clusters Score -1448294 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -1448296.875000 Penalty: 4641.346191
	Iteration 26Q: 3 clusters Score -1448297 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -1448299.500000 Penalty: 4641.346191
	Iteration 27Q: 3 clusters Score -1448300 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -1448300.750000 Penalty: 4641.346191
	Iteration 28Q: 3 clusters Score -1448301 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -1448303.750000 Penalty: 4641.346191
	Iteration 29Q: 3 clusters Score -1448304 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -1448303.375000 Penalty: 4641.346191
	Iteration 30Q: 3 clusters Score -1448303 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -1448309.500000 Penalty: 4641.346191
	Iteration 31Q: 3 clusters Score -1448310 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -1448307.125000 Penalty: 4641.346191
	Iteration 32Q: 3 clusters Score -1448307 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -1448308.375000 Penalty: 4641.346191
	Iteration 33Q: 3 clusters Score -1448308 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -1448313.000000 Penalty: 4641.346191
	Iteration 34Q: 3 clusters Score -1448313 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -1448310.625000 Penalty: 4641.346191
	Iteration 35Q: 3 clusters Score -1448311 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -1448309.125000 Penalty: 4641.346191
	Iteration 36Q: 3 clusters Score -1448309 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -1448309.125000 Penalty: 4641.346191
	Iteration 37F: 3 clusters Score -1448309 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Entering Unmasked Estep 
Score: -118383.367188 Penalty: 1705.313599
	Iteration 0F: 2 clusters Score -118383.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -116728.257812 Penalty: 3410.627197
	Iteration 0F: 3 clusters Score -116728.3 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -118193.960938 Penalty: 3410.627197
	Iteration 1F: 3 clusters Score -118194 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -118680.960938 Penalty: 3410.627197
	Iteration 2F: 3 clusters Score -118681 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -118788.203125 Penalty: 3410.627197
	Iteration 3Q: 3 clusters Score -118788.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -118857.460938 Penalty: 3410.627197
	Iteration 4Q: 3 clusters Score -118857.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -118892.148438 Penalty: 3410.627197
	Iteration 5Q: 3 clusters Score -118892.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -118934.726562 Penalty: 3410.627197
	Iteration 6Q: 3 clusters Score -118934.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -119018.226562 Penalty: 3410.627197
	Iteration 7Q: 3 clusters Score -119018.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -119071.125000 Penalty: 3410.627197
	Iteration 8Q: 3 clusters Score -119071.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -119118.992188 Penalty: 3410.627197
	Iteration 9Q: 3 clusters Score -119119 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -119177.367188 Penalty: 3410.627197
	Iteration 10Q: 3 clusters Score -119177.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -119194.070312 Penalty: 3410.627197
	Iteration 11Q: 3 clusters Score -119194.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -119198.679688 Penalty: 3410.627197
	Iteration 12Q: 3 clusters Score -119198.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -119203.507812 Penalty: 3410.627197
	Iteration 13F: 3 clusters Score -119203.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -119209.929688 Penalty: 3410.627197
	Iteration 14Q: 3 clusters Score -119209.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -119214.773438 Penalty: 3410.627197
	Iteration 15Q: 3 clusters Score -119214.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -119215.820312 Penalty: 3410.627197
	Iteration 16Q: 3 clusters Score -119215.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -119215.820312 Penalty: 3410.627197
	Iteration 17F: 3 clusters Score -119215.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22856 members 
Mstep: Class 2 contains 8041 members 
Mstep: Class 3 contains 1102 members 
Mstep: Class 4 contains 223948 members 
Mstep: Class 5 contains 4132 members 
Mstep: Class 6 contains 2368 members 
Mstep: Class 7 contains 9405 members 
Mstep: Class 8 contains 14065 members 
Mstep: Class 9 contains 7500 members 
Mstep: Class 10 contains 27222 members 
Mstep: Class 11 contains 11586 members 
Mstep: Class 12 contains 561 members 
Mstep: Class 13 contains 3325 members 
Mstep: Class 14 contains 36129 members 
Mstep: Class 15 contains 181595 members 
Mstep: Class 16 contains 23122 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 10079 members 
Mstep: Class 19 contains 164641 members 
Mstep: Class 20 contains 55345 members 
Mstep: Class 21 contains 2332 members 
Mstep: Class 22 contains 692 members 
Mstep: Class 23 contains 4374 members 
Mstep: Class 24 contains 3156 members 
Mstep: Class 25 contains 38809 members 
Mstep: Class 26 contains 60564 members 
Mstep: Class 27 contains 28738 members 
Mstep: Class 28 contains 474 members 
Mstep: Class 29 contains 45291 members 
Mstep: Class 30 contains 11090 members 
Mstep: Class 31 contains 6502 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8482 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 3407 members 
Mstep: Class 36 contains 8301 members 
Mstep: Class 37 contains 3969 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1835 members 
Mstep: Class 40 contains 19228 members 
Mstep: Class 41 contains 425 members 
Mstep: Class 42 contains 3024 members 
Mstep: Class 43 contains 4389 members 
Mstep: Class 44 contains 2354 members 
Mstep: Class 45 contains 21899 members 
Mstep: Class 46 contains 13116 members 
Mstep: Class 47 contains 305 members 
Mstep: Class 48 contains 8295 members 
Mstep: Class 49 contains 26889 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 1027 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 3100 members 
Mstep: Class 54 contains 976 members 
Mstep: Class 55 contains 4681 members 
Mstep: Class 56 contains 17268 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 285 members 
Mstep: Class 60 contains 4774 members 
Mstep: Class 61 contains 1767 members 
Mstep: Class 62 contains 1054 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 7792 members 
Mstep: Class 65 contains 501 members 
Mstep: Class 66 contains 667 members 
Mstep: Class 67 contains 2672 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 708 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 408 members 
Entering Unmasked Estep 
Score: -147542016.000000 Penalty: 256707.609375
Splitting cluster 12 changes total score from -147542816.000000 to -147542016.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (3325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Entering Unmasked Estep 
Score: -414361.437500 Penalty: 2011.087891
	Iteration 0F: 2 clusters Score -414361.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -410913.218750 Penalty: 4022.175781
	Iteration 0F: 3 clusters Score -410913.2 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -411618.812500 Penalty: 4022.175781
	Iteration 1F: 3 clusters Score -411618.8 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -411767.687500 Penalty: 4022.175781
	Iteration 2F: 3 clusters Score -411767.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -411868.218750 Penalty: 4022.175781
	Iteration 3Q: 3 clusters Score -411868.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -411932.625000 Penalty: 4022.175781
	Iteration 4Q: 3 clusters Score -411932.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -411995.875000 Penalty: 4022.175781
	Iteration 5Q: 3 clusters Score -411995.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -412041.843750 Penalty: 4022.175781
	Iteration 6Q: 3 clusters Score -412041.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -412087.468750 Penalty: 4022.175781
	Iteration 7Q: 3 clusters Score -412087.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -412123.812500 Penalty: 4022.175781
	Iteration 8Q: 3 clusters Score -412123.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -412159.656250 Penalty: 4022.175781
	Iteration 9Q: 3 clusters Score -412159.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -412193.531250 Penalty: 4022.175781
	Iteration 10Q: 3 clusters Score -412193.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -412213.437500 Penalty: 4022.175781
	Iteration 11Q: 3 clusters Score -412213.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -412226.468750 Penalty: 4022.175781
	Iteration 12Q: 3 clusters Score -412226.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -412240.968750 Penalty: 4022.175781
	Iteration 13Q: 3 clusters Score -412241 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -412251.218750 Penalty: 4022.175781
	Iteration 14Q: 3 clusters Score -412251.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -412260.031250 Penalty: 4022.175781
	Iteration 15Q: 3 clusters Score -412260 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -412270.531250 Penalty: 4022.175781
	Iteration 16Q: 3 clusters Score -412270.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -412278.593750 Penalty: 4022.175781
	Iteration 17Q: 3 clusters Score -412278.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -412285.750000 Penalty: 4022.175781
	Iteration 18Q: 3 clusters Score -412285.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -412291.312500 Penalty: 4022.175781
	Iteration 19Q: 3 clusters Score -412291.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -412295.812500 Penalty: 4022.175781
	Iteration 20F: 3 clusters Score -412295.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -412300.812500 Penalty: 4022.175781
	Iteration 21Q: 3 clusters Score -412300.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -412305.312500 Penalty: 4022.175781
	Iteration 22Q: 3 clusters Score -412305.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -412309.156250 Penalty: 4022.175781
	Iteration 23Q: 3 clusters Score -412309.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -412315.750000 Penalty: 4022.175781
	Iteration 24Q: 3 clusters Score -412315.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -412321.406250 Penalty: 4022.175781
	Iteration 25Q: 3 clusters Score -412321.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -412325.656250 Penalty: 4022.175781
	Iteration 26Q: 3 clusters Score -412325.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -412328.437500 Penalty: 4022.175781
	Iteration 27Q: 3 clusters Score -412328.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -412335.281250 Penalty: 4022.175781
	Iteration 28Q: 3 clusters Score -412335.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -412342.093750 Penalty: 4022.175781
	Iteration 29Q: 3 clusters Score -412342.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -412348.687500 Penalty: 4022.175781
	Iteration 30Q: 3 clusters Score -412348.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -412352.093750 Penalty: 4022.175781
	Iteration 31Q: 3 clusters Score -412352.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -412354.093750 Penalty: 4022.175781
	Iteration 32Q: 3 clusters Score -412354.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -412357.718750 Penalty: 4022.175781
	Iteration 33Q: 3 clusters Score -412357.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -412358.937500 Penalty: 4022.175781
	Iteration 34Q: 3 clusters Score -412358.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -412361.125000 Penalty: 4022.175781
	Iteration 35Q: 3 clusters Score -412361.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -412362.531250 Penalty: 4022.175781
	Iteration 36Q: 3 clusters Score -412362.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -412365.343750 Penalty: 4022.175781
	Iteration 37Q: 3 clusters Score -412365.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -412371.156250 Penalty: 4022.175781
	Iteration 38Q: 3 clusters Score -412371.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -412376.906250 Penalty: 4022.175781
	Iteration 39Q: 3 clusters Score -412376.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -412382.937500 Penalty: 4022.175781
	Iteration 40F: 3 clusters Score -412382.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -412386.687500 Penalty: 4022.175781
	Iteration 41Q: 3 clusters Score -412386.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -412390.468750 Penalty: 4022.175781
	Iteration 42Q: 3 clusters Score -412390.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -412394.312500 Penalty: 4022.175781
	Iteration 43Q: 3 clusters Score -412394.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -412398.937500 Penalty: 4022.175781
	Iteration 44Q: 3 clusters Score -412398.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -412404.562500 Penalty: 4022.175781
	Iteration 45Q: 3 clusters Score -412404.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -412411.875000 Penalty: 4022.175781
	Iteration 46Q: 3 clusters Score -412411.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -412416.718750 Penalty: 4022.175781
	Iteration 47Q: 3 clusters Score -412416.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -412421.312500 Penalty: 4022.175781
	Iteration 48Q: 3 clusters Score -412421.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -412427.781250 Penalty: 4022.175781
	Iteration 49Q: 3 clusters Score -412427.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -412429.281250 Penalty: 4022.175781
	Iteration 50Q: 3 clusters Score -412429.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -412430.531250 Penalty: 4022.175781
	Iteration 51Q: 3 clusters Score -412430.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -412431.218750 Penalty: 4022.175781
	Iteration 52Q: 3 clusters Score -412431.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -412432.562500 Penalty: 4022.175781
	Iteration 53Q: 3 clusters Score -412432.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -412432.750000 Penalty: 4022.175781
	Iteration 54Q: 3 clusters Score -412432.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -412432.906250 Penalty: 4022.175781
	Iteration 55Q: 3 clusters Score -412432.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -412433.156250 Penalty: 4022.175781
	Iteration 56Q: 3 clusters Score -412433.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -412433.156250 Penalty: 4022.175781
	Iteration 57F: 3 clusters Score -412433.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (36129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36129 members 
Entering Unmasked Estep 
Score: -4552761.500000 Penalty: 2602.723145
	Iteration 0F: 2 clusters Score -4552762 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18062 members 
Mstep: Class 2 contains 18067 members 
Entering Unmasked Estep 
Score: -4528216.500000 Penalty: 5205.446289
	Iteration 0F: 3 clusters Score -4528216 nChanged 16473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18021 members 
Mstep: Class 2 contains 18108 members 
Entering Unmasked Estep 
Score: -4537178.000000 Penalty: 5205.446289
	Iteration 1F: 3 clusters Score -4537178 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17941 members 
Mstep: Class 2 contains 18188 members 
Entering Unmasked Estep 
Score: -4537715.000000 Penalty: 5205.446289
	Iteration 2Q: 3 clusters Score -4537715 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17769 members 
Mstep: Class 2 contains 18360 members 
Entering Unmasked Estep 
Score: -4538292.500000 Penalty: 5205.446289
	Iteration 3Q: 3 clusters Score -4538292 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17431 members 
Mstep: Class 2 contains 18698 members 
Entering Unmasked Estep 
Score: -4538966.000000 Penalty: 5205.446289
	Iteration 4Q: 3 clusters Score -4538966 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16899 members 
Mstep: Class 2 contains 19230 members 
Entering Unmasked Estep 
Score: -4539778.500000 Penalty: 5205.446289
	Iteration 5Q: 3 clusters Score -4539778 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16159 members 
Mstep: Class 2 contains 19970 members 
Entering Unmasked Estep 
Score: -4540802.500000 Penalty: 5205.446289
	Iteration 6F: 3 clusters Score -4540802 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15206 members 
Mstep: Class 2 contains 20923 members 
Entering Unmasked Estep 
Score: -4542055.500000 Penalty: 5205.446289
	Iteration 7F: 3 clusters Score -4542056 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14183 members 
Mstep: Class 2 contains 21946 members 
Entering Unmasked Estep 
Score: -4543443.000000 Penalty: 5205.446289
	Iteration 8F: 3 clusters Score -4543443 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13144 members 
Mstep: Class 2 contains 22985 members 
Entering Unmasked Estep 
Score: -4545086.500000 Penalty: 5205.446289
	Iteration 9F: 3 clusters Score -4545086 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12213 members 
Mstep: Class 2 contains 23916 members 
Entering Unmasked Estep 
Score: -4546646.500000 Penalty: 5205.446289
	Iteration 10F: 3 clusters Score -4546646 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11474 members 
Mstep: Class 2 contains 24655 members 
Entering Unmasked Estep 
Score: -4547910.000000 Penalty: 5205.446289
	Iteration 11Q: 3 clusters Score -4547910 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10908 members 
Mstep: Class 2 contains 25221 members 
Entering Unmasked Estep 
Score: -4548703.500000 Penalty: 5205.446289
	Iteration 12Q: 3 clusters Score -4548704 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10415 members 
Mstep: Class 2 contains 25714 members 
Entering Unmasked Estep 
Score: -4549200.500000 Penalty: 5205.446289
	Iteration 13Q: 3 clusters Score -4549200 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 26096 members 
Entering Unmasked Estep 
Score: -4549502.500000 Penalty: 5205.446289
	Iteration 14Q: 3 clusters Score -4549502 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 26454 members 
Entering Unmasked Estep 
Score: -4549690.500000 Penalty: 5205.446289
	Iteration 15Q: 3 clusters Score -4549690 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 26754 members 
Entering Unmasked Estep 
Score: -4549817.000000 Penalty: 5205.446289
	Iteration 16Q: 3 clusters Score -4549817 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 27029 members 
Entering Unmasked Estep 
Score: -4549924.000000 Penalty: 5205.446289
	Iteration 17Q: 3 clusters Score -4549924 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 27292 members 
Entering Unmasked Estep 
Score: -4550008.500000 Penalty: 5205.446289
	Iteration 18Q: 3 clusters Score -4550008 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 27514 members 
Entering Unmasked Estep 
Score: -4550058.000000 Penalty: 5205.446289
	Iteration 19Q: 3 clusters Score -4550058 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 27734 members 
Entering Unmasked Estep 
Score: -4550124.500000 Penalty: 5205.446289
	Iteration 20F: 3 clusters Score -4550124 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 27912 members 
Entering Unmasked Estep 
Score: -4550148.500000 Penalty: 5205.446289
	Iteration 21Q: 3 clusters Score -4550148 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 28059 members 
Entering Unmasked Estep 
Score: -4550177.000000 Penalty: 5205.446289
	Iteration 22Q: 3 clusters Score -4550177 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 28198 members 
Entering Unmasked Estep 
Score: -4550207.500000 Penalty: 5205.446289
	Iteration 23Q: 3 clusters Score -4550208 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 28351 members 
Entering Unmasked Estep 
Score: -4550242.000000 Penalty: 5205.446289
	Iteration 24Q: 3 clusters Score -4550242 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 28472 members 
Entering Unmasked Estep 
Score: -4550275.500000 Penalty: 5205.446289
	Iteration 25Q: 3 clusters Score -4550276 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 28561 members 
Entering Unmasked Estep 
Score: -4550304.000000 Penalty: 5205.446289
	Iteration 26Q: 3 clusters Score -4550304 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 28631 members 
Entering Unmasked Estep 
Score: -4550300.000000 Penalty: 5205.446289
	Iteration 27Q: 3 clusters Score -4550300 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 28693 members 
Entering Unmasked Estep 
Score: -4550304.000000 Penalty: 5205.446289
	Iteration 28Q: 3 clusters Score -4550304 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 28748 members 
Entering Unmasked Estep 
Score: -4550301.500000 Penalty: 5205.446289
	Iteration 29Q: 3 clusters Score -4550302 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 28792 members 
Entering Unmasked Estep 
Score: -4550311.500000 Penalty: 5205.446289
	Iteration 30Q: 3 clusters Score -4550312 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 28843 members 
Entering Unmasked Estep 
Score: -4550309.500000 Penalty: 5205.446289
	Iteration 31Q: 3 clusters Score -4550310 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 28883 members 
Entering Unmasked Estep 
Score: -4550326.500000 Penalty: 5205.446289
	Iteration 32Q: 3 clusters Score -4550326 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 28920 members 
Entering Unmasked Estep 
Score: -4550321.500000 Penalty: 5205.446289
	Iteration 33Q: 3 clusters Score -4550322 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 28949 members 
Entering Unmasked Estep 
Score: -4550328.000000 Penalty: 5205.446289
	Iteration 34Q: 3 clusters Score -4550328 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 28989 members 
Entering Unmasked Estep 
Score: -4550321.000000 Penalty: 5205.446289
	Iteration 35Q: 3 clusters Score -4550321 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 29026 members 
Entering Unmasked Estep 
Score: -4550332.000000 Penalty: 5205.446289
	Iteration 36Q: 3 clusters Score -4550332 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 29053 members 
Entering Unmasked Estep 
Score: -4550314.500000 Penalty: 5205.446289
	Iteration 37Q: 3 clusters Score -4550314 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 29085 members 
Entering Unmasked Estep 
Score: -4550330.000000 Penalty: 5205.446289
	Iteration 38Q: 3 clusters Score -4550330 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 29114 members 
Entering Unmasked Estep 
Score: -4550325.500000 Penalty: 5205.446289
	Iteration 39Q: 3 clusters Score -4550326 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 29139 members 
Entering Unmasked Estep 
Score: -4550330.000000 Penalty: 5205.446289
	Iteration 40F: 3 clusters Score -4550330 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 29166 members 
Entering Unmasked Estep 
Score: -4550339.000000 Penalty: 5205.446289
	Iteration 41Q: 3 clusters Score -4550339 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 29193 members 
Entering Unmasked Estep 
Score: -4550335.500000 Penalty: 5205.446289
	Iteration 42Q: 3 clusters Score -4550336 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 29220 members 
Entering Unmasked Estep 
Score: -4550342.000000 Penalty: 5205.446289
	Iteration 43Q: 3 clusters Score -4550342 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 29243 members 
Entering Unmasked Estep 
Score: -4550357.500000 Penalty: 5205.446289
	Iteration 44Q: 3 clusters Score -4550358 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 29265 members 
Entering Unmasked Estep 
Score: -4550351.000000 Penalty: 5205.446289
	Iteration 45Q: 3 clusters Score -4550351 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 29281 members 
Entering Unmasked Estep 
Score: -4550360.500000 Penalty: 5205.446289
	Iteration 46Q: 3 clusters Score -4550360 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 29306 members 
Entering Unmasked Estep 
Score: -4550353.000000 Penalty: 5205.446289
	Iteration 47Q: 3 clusters Score -4550353 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 29318 members 
Entering Unmasked Estep 
Score: -4550361.000000 Penalty: 5205.446289
	Iteration 48Q: 3 clusters Score -4550361 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 29341 members 
Entering Unmasked Estep 
Score: -4550370.500000 Penalty: 5205.446289
	Iteration 49Q: 3 clusters Score -4550370 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 29362 members 
Entering Unmasked Estep 
Score: -4550376.500000 Penalty: 5205.446289
	Iteration 50Q: 3 clusters Score -4550376 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 29377 members 
Entering Unmasked Estep 
Score: -4550380.000000 Penalty: 5205.446289
	Iteration 51Q: 3 clusters Score -4550380 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 29393 members 
Entering Unmasked Estep 
Score: -4550368.500000 Penalty: 5205.446289
	Iteration 52Q: 3 clusters Score -4550368 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 29406 members 
Entering Unmasked Estep 
Score: -4550375.500000 Penalty: 5205.446289
	Iteration 53Q: 3 clusters Score -4550376 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 29418 members 
Entering Unmasked Estep 
Score: -4550369.500000 Penalty: 5205.446289
	Iteration 54Q: 3 clusters Score -4550370 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 29432 members 
Entering Unmasked Estep 
Score: -4550368.500000 Penalty: 5205.446289
	Iteration 55Q: 3 clusters Score -4550368 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 29445 members 
Entering Unmasked Estep 
Score: -4550369.500000 Penalty: 5205.446289
	Iteration 56Q: 3 clusters Score -4550370 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 29454 members 
Entering Unmasked Estep 
Score: -4550377.500000 Penalty: 5205.446289
	Iteration 57Q: 3 clusters Score -4550378 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 29464 members 
Entering Unmasked Estep 
Score: -4550371.500000 Penalty: 5205.446289
	Iteration 58Q: 3 clusters Score -4550372 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 29475 members 
Entering Unmasked Estep 
Score: -4550368.500000 Penalty: 5205.446289
	Iteration 59Q: 3 clusters Score -4550368 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 29490 members 
Entering Unmasked Estep 
Score: -4550375.500000 Penalty: 5205.446289
	Iteration 60F: 3 clusters Score -4550376 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 29512 members 
Entering Unmasked Estep 
Score: -4550376.500000 Penalty: 5205.446289
	Iteration 61Q: 3 clusters Score -4550376 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 29530 members 
Entering Unmasked Estep 
Score: -4550377.500000 Penalty: 5205.446289
	Iteration 62Q: 3 clusters Score -4550378 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 29546 members 
Entering Unmasked Estep 
Score: -4550384.500000 Penalty: 5205.446289
	Iteration 63Q: 3 clusters Score -4550384 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 29550 members 
Entering Unmasked Estep 
Score: -4550384.000000 Penalty: 5205.446289
	Iteration 64Q: 3 clusters Score -4550384 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 29554 members 
Entering Unmasked Estep 
Score: -4550383.500000 Penalty: 5205.446289
	Iteration 65Q: 3 clusters Score -4550384 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 29559 members 
Entering Unmasked Estep 
Score: -4550379.000000 Penalty: 5205.446289
	Iteration 66Q: 3 clusters Score -4550379 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 29564 members 
Entering Unmasked Estep 
Score: -4550377.500000 Penalty: 5205.446289
	Iteration 67Q: 3 clusters Score -4550378 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 29568 members 
Entering Unmasked Estep 
Score: -4550373.500000 Penalty: 5205.446289
	Iteration 68Q: 3 clusters Score -4550374 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 29570 members 
Entering Unmasked Estep 
Score: -4550375.500000 Penalty: 5205.446289
	Iteration 69Q: 3 clusters Score -4550376 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 29575 members 
Entering Unmasked Estep 
Score: -4550375.000000 Penalty: 5205.446289
	Iteration 70Q: 3 clusters Score -4550375 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 29578 members 
Entering Unmasked Estep 
Score: -4550375.500000 Penalty: 5205.446289
	Iteration 71Q: 3 clusters Score -4550376 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 29578 members 
Entering Unmasked Estep 
Score: -4550375.500000 Penalty: 5205.446289
	Iteration 72F: 3 clusters Score -4550376 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (181595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181595 members 
Entering Unmasked Estep 
Score: -23379054.000000 Penalty: 3003.164551
	Iteration 0F: 2 clusters Score -2.337905e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90853 members 
Mstep: Class 2 contains 90742 members 
Entering Unmasked Estep 
Score: -23258244.000000 Penalty: 6006.329102
	Iteration 0F: 3 clusters Score -2.325824e+07 nChanged 87175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89078 members 
Mstep: Class 2 contains 92517 members 
Entering Unmasked Estep 
Score: -23308602.000000 Penalty: 6006.329102
	Iteration 1F: 3 clusters Score -2.33086e+07 nChanged 4739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88211 members 
Mstep: Class 2 contains 93384 members 
Entering Unmasked Estep 
Score: -23309356.000000 Penalty: 6006.329102
	Iteration 2Q: 3 clusters Score -2.330936e+07 nChanged 5049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86738 members 
Mstep: Class 2 contains 94857 members 
Entering Unmasked Estep 
Score: -23310410.000000 Penalty: 6006.329102
	Iteration 3Q: 3 clusters Score -2.331041e+07 nChanged 5477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84609 members 
Mstep: Class 2 contains 96986 members 
Entering Unmasked Estep 
Score: -23311826.000000 Penalty: 6006.329102
	Iteration 4Q: 3 clusters Score -2.331183e+07 nChanged 6512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81229 members 
Mstep: Class 2 contains 100366 members 
Entering Unmasked Estep 
Score: -23314012.000000 Penalty: 6006.329102
	Iteration 5Q: 3 clusters Score -2.331401e+07 nChanged 7964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76071 members 
Mstep: Class 2 contains 105524 members 
Entering Unmasked Estep 
Score: -23317236.000000 Penalty: 6006.329102
	Iteration 6Q: 3 clusters Score -2.331724e+07 nChanged 10038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68413 members 
Mstep: Class 2 contains 113182 members 
Entering Unmasked Estep 
Score: -23322124.000000 Penalty: 6006.329102
	Iteration 7F: 3 clusters Score -2.332212e+07 nChanged 11989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58158 members 
Mstep: Class 2 contains 123437 members 
Entering Unmasked Estep 
Score: -23329982.000000 Penalty: 6006.329102
	Iteration 8F: 3 clusters Score -2.332998e+07 nChanged 13417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45691 members 
Mstep: Class 2 contains 135904 members 
Entering Unmasked Estep 
Score: -23339728.000000 Penalty: 6006.329102
	Iteration 9F: 3 clusters Score -2.333973e+07 nChanged 13346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32781 members 
Mstep: Class 2 contains 148814 members 
Entering Unmasked Estep 
Score: -23350698.000000 Penalty: 6006.329102
	Iteration 10F: 3 clusters Score -2.33507e+07 nChanged 11349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21548 members 
Mstep: Class 2 contains 160047 members 
Entering Unmasked Estep 
Score: -23361058.000000 Penalty: 6006.329102
	Iteration 11F: 3 clusters Score -2.336106e+07 nChanged 7852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13736 members 
Mstep: Class 2 contains 167859 members 
Entering Unmasked Estep 
Score: -23369442.000000 Penalty: 6006.329102
	Iteration 12Q: 3 clusters Score -2.336944e+07 nChanged 3943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 171708 members 
Entering Unmasked Estep 
Score: -23373844.000000 Penalty: 6006.329102
	Iteration 13Q: 3 clusters Score -2.337384e+07 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 173424 members 
Entering Unmasked Estep 
Score: -23375542.000000 Penalty: 6006.329102
	Iteration 14Q: 3 clusters Score -2.337554e+07 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 174548 members 
Entering Unmasked Estep 
Score: -23376284.000000 Penalty: 6006.329102
	Iteration 15Q: 3 clusters Score -2.337628e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 175430 members 
Entering Unmasked Estep 
Score: -23376800.000000 Penalty: 6006.329102
	Iteration 16Q: 3 clusters Score -2.33768e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 176100 members 
Entering Unmasked Estep 
Score: -23377080.000000 Penalty: 6006.329102
	Iteration 17Q: 3 clusters Score -2.337708e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 176620 members 
Entering Unmasked Estep 
Score: -23377232.000000 Penalty: 6006.329102
	Iteration 18Q: 3 clusters Score -2.337723e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 177030 members 
Entering Unmasked Estep 
Score: -23377282.000000 Penalty: 6006.329102
	Iteration 19Q: 3 clusters Score -2.337728e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 177360 members 
Entering Unmasked Estep 
Score: -23377352.000000 Penalty: 6006.329102
	Iteration 20F: 3 clusters Score -2.337735e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 177634 members 
Entering Unmasked Estep 
Score: -23377434.000000 Penalty: 6006.329102
	Iteration 21Q: 3 clusters Score -2.337743e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 177857 members 
Entering Unmasked Estep 
Score: -23377440.000000 Penalty: 6006.329102
	Iteration 22Q: 3 clusters Score -2.337744e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 178045 members 
Entering Unmasked Estep 
Score: -23377470.000000 Penalty: 6006.329102
	Iteration 23Q: 3 clusters Score -2.337747e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 178194 members 
Entering Unmasked Estep 
Score: -23377538.000000 Penalty: 6006.329102
	Iteration 24Q: 3 clusters Score -2.337754e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 178324 members 
Entering Unmasked Estep 
Score: -23377492.000000 Penalty: 6006.329102
	Iteration 25Q: 3 clusters Score -2.337749e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 178423 members 
Entering Unmasked Estep 
Score: -23377490.000000 Penalty: 6006.329102
	Iteration 26Q: 3 clusters Score -2.337749e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 178499 members 
Entering Unmasked Estep 
Score: -23377504.000000 Penalty: 6006.329102
	Iteration 27Q: 3 clusters Score -2.33775e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 178592 members 
Entering Unmasked Estep 
Score: -23377500.000000 Penalty: 6006.329102
	Iteration 28Q: 3 clusters Score -2.33775e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 178674 members 
Entering Unmasked Estep 
Score: -23377504.000000 Penalty: 6006.329102
	Iteration 29Q: 3 clusters Score -2.33775e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 178744 members 
Entering Unmasked Estep 
Score: -23377466.000000 Penalty: 6006.329102
	Iteration 30Q: 3 clusters Score -2.337747e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 178814 members 
Entering Unmasked Estep 
Score: -23377508.000000 Penalty: 6006.329102
	Iteration 31Q: 3 clusters Score -2.337751e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 178867 members 
Entering Unmasked Estep 
Score: -23377514.000000 Penalty: 6006.329102
	Iteration 32Q: 3 clusters Score -2.337751e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 178928 members 
Entering Unmasked Estep 
Score: -23377504.000000 Penalty: 6006.329102
	Iteration 33Q: 3 clusters Score -2.33775e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 178975 members 
Entering Unmasked Estep 
Score: -23377512.000000 Penalty: 6006.329102
	Iteration 34Q: 3 clusters Score -2.337751e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 179016 members 
Entering Unmasked Estep 
Score: -23377510.000000 Penalty: 6006.329102
	Iteration 35Q: 3 clusters Score -2.337751e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 179059 members 
Entering Unmasked Estep 
Score: -23377524.000000 Penalty: 6006.329102
	Iteration 36Q: 3 clusters Score -2.337752e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 179092 members 
Entering Unmasked Estep 
Score: -23377504.000000 Penalty: 6006.329102
	Iteration 37Q: 3 clusters Score -2.33775e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 179116 members 
Entering Unmasked Estep 
Score: -23377524.000000 Penalty: 6006.329102
	Iteration 38Q: 3 clusters Score -2.337752e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 179135 members 
Entering Unmasked Estep 
Score: -23377516.000000 Penalty: 6006.329102
	Iteration 39Q: 3 clusters Score -2.337752e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 179149 members 
Entering Unmasked Estep 
Score: -23377510.000000 Penalty: 6006.329102
	Iteration 40F: 3 clusters Score -2.337751e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 179159 members 
Entering Unmasked Estep 
Score: -23377504.000000 Penalty: 6006.329102
	Iteration 41Q: 3 clusters Score -2.33775e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 179166 members 
Entering Unmasked Estep 
Score: -23377488.000000 Penalty: 6006.329102
	Iteration 42Q: 3 clusters Score -2.337749e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 179175 members 
Entering Unmasked Estep 
Score: -23377504.000000 Penalty: 6006.329102
	Iteration 43Q: 3 clusters Score -2.33775e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 179184 members 
Entering Unmasked Estep 
Score: -23377512.000000 Penalty: 6006.329102
	Iteration 44Q: 3 clusters Score -2.337751e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 179197 members 
Entering Unmasked Estep 
Score: -23377518.000000 Penalty: 6006.329102
	Iteration 45Q: 3 clusters Score -2.337752e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 179205 members 
Entering Unmasked Estep 
Score: -23377516.000000 Penalty: 6006.329102
	Iteration 46Q: 3 clusters Score -2.337752e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 179210 members 
Entering Unmasked Estep 
Score: -23377528.000000 Penalty: 6006.329102
	Iteration 47Q: 3 clusters Score -2.337753e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 179217 members 
Entering Unmasked Estep 
Score: -23377526.000000 Penalty: 6006.329102
	Iteration 48Q: 3 clusters Score -2.337753e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 179223 members 
Entering Unmasked Estep 
Score: -23377526.000000 Penalty: 6006.329102
	Iteration 49Q: 3 clusters Score -2.337753e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 179226 members 
Entering Unmasked Estep 
Score: -23377522.000000 Penalty: 6006.329102
	Iteration 50Q: 3 clusters Score -2.337752e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 179227 members 
Entering Unmasked Estep 
Score: -23377526.000000 Penalty: 6006.329102
	Iteration 51Q: 3 clusters Score -2.337753e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 179227 members 
Entering Unmasked Estep 
Score: -23377526.000000 Penalty: 6006.329102
	Iteration 52F: 3 clusters Score -2.337753e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (23122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23122 members 
Entering Unmasked Estep 
Score: -2919932.500000 Penalty: 2492.037842
	Iteration 0F: 2 clusters Score -2919932 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11586 members 
Mstep: Class 2 contains 11536 members 
Entering Unmasked Estep 
Score: -2903786.250000 Penalty: 4984.075684
	Iteration 0F: 3 clusters Score -2903786 nChanged 10284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11830 members 
Mstep: Class 2 contains 11292 members 
Entering Unmasked Estep 
Score: -2909384.250000 Penalty: 4984.075684
	Iteration 1F: 3 clusters Score -2909384 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12017 members 
Mstep: Class 2 contains 11105 members 
Entering Unmasked Estep 
Score: -2909826.000000 Penalty: 4984.075684
	Iteration 2F: 3 clusters Score -2909826 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12231 members 
Mstep: Class 2 contains 10891 members 
Entering Unmasked Estep 
Score: -2910213.750000 Penalty: 4984.075684
	Iteration 3Q: 3 clusters Score -2910214 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12522 members 
Mstep: Class 2 contains 10600 members 
Entering Unmasked Estep 
Score: -2910588.750000 Penalty: 4984.075684
	Iteration 4Q: 3 clusters Score -2910589 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12906 members 
Mstep: Class 2 contains 10216 members 
Entering Unmasked Estep 
Score: -2910984.000000 Penalty: 4984.075684
	Iteration 5Q: 3 clusters Score -2910984 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13390 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -2911525.000000 Penalty: 4984.075684
	Iteration 6Q: 3 clusters Score -2911525 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13962 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -2912302.250000 Penalty: 4984.075684
	Iteration 7F: 3 clusters Score -2912302 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14599 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -2913235.000000 Penalty: 4984.075684
	Iteration 8F: 3 clusters Score -2913235 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15239 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -2914189.000000 Penalty: 4984.075684
	Iteration 9F: 3 clusters Score -2914189 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15861 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -2915045.000000 Penalty: 4984.075684
	Iteration 10F: 3 clusters Score -2915045 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16322 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -2915623.500000 Penalty: 4984.075684
	Iteration 11Q: 3 clusters Score -2915624 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16717 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -2916022.250000 Penalty: 4984.075684
	Iteration 12Q: 3 clusters Score -2916022 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17066 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -2916386.000000 Penalty: 4984.075684
	Iteration 13Q: 3 clusters Score -2916386 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17336 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -2916728.000000 Penalty: 4984.075684
	Iteration 14Q: 3 clusters Score -2916728 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17598 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -2917098.750000 Penalty: 4984.075684
	Iteration 15Q: 3 clusters Score -2917099 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17809 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -2917441.000000 Penalty: 4984.075684
	Iteration 16Q: 3 clusters Score -2917441 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17975 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -2917703.750000 Penalty: 4984.075684
	Iteration 17Q: 3 clusters Score -2917704 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18110 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -2917864.500000 Penalty: 4984.075684
	Iteration 18Q: 3 clusters Score -2917864 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18228 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -2917977.500000 Penalty: 4984.075684
	Iteration 19Q: 3 clusters Score -2917978 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18344 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -2918075.000000 Penalty: 4984.075684
	Iteration 20F: 3 clusters Score -2918075 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18450 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -2918121.750000 Penalty: 4984.075684
	Iteration 21Q: 3 clusters Score -2918122 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18529 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -2918169.250000 Penalty: 4984.075684
	Iteration 22Q: 3 clusters Score -2918169 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18601 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -2918195.750000 Penalty: 4984.075684
	Iteration 23Q: 3 clusters Score -2918196 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18662 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -2918215.250000 Penalty: 4984.075684
	Iteration 24Q: 3 clusters Score -2918215 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18717 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -2918232.250000 Penalty: 4984.075684
	Iteration 25Q: 3 clusters Score -2918232 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18767 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -2918252.500000 Penalty: 4984.075684
	Iteration 26Q: 3 clusters Score -2918252 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18811 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -2918271.500000 Penalty: 4984.075684
	Iteration 27Q: 3 clusters Score -2918272 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18851 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -2918280.250000 Penalty: 4984.075684
	Iteration 28Q: 3 clusters Score -2918280 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18883 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -2918286.250000 Penalty: 4984.075684
	Iteration 29Q: 3 clusters Score -2918286 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18914 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -2918296.750000 Penalty: 4984.075684
	Iteration 30Q: 3 clusters Score -2918297 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18945 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -2918298.750000 Penalty: 4984.075684
	Iteration 31Q: 3 clusters Score -2918299 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18980 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -2918302.500000 Penalty: 4984.075684
	Iteration 32Q: 3 clusters Score -2918302 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19017 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -2918305.250000 Penalty: 4984.075684
	Iteration 33Q: 3 clusters Score -2918305 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19054 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -2918315.000000 Penalty: 4984.075684
	Iteration 34Q: 3 clusters Score -2918315 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19089 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -2918325.750000 Penalty: 4984.075684
	Iteration 35Q: 3 clusters Score -2918326 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19115 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -2918334.000000 Penalty: 4984.075684
	Iteration 36Q: 3 clusters Score -2918334 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19147 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -2918339.750000 Penalty: 4984.075684
	Iteration 37Q: 3 clusters Score -2918340 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19179 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -2918340.500000 Penalty: 4984.075684
	Iteration 38Q: 3 clusters Score -2918340 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19205 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -2918355.250000 Penalty: 4984.075684
	Iteration 39Q: 3 clusters Score -2918355 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19228 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -2918348.750000 Penalty: 4984.075684
	Iteration 40F: 3 clusters Score -2918349 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19255 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -2918359.500000 Penalty: 4984.075684
	Iteration 41Q: 3 clusters Score -2918360 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19276 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -2918371.500000 Penalty: 4984.075684
	Iteration 42Q: 3 clusters Score -2918372 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19292 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -2918367.500000 Penalty: 4984.075684
	Iteration 43Q: 3 clusters Score -2918368 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19306 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -2918381.250000 Penalty: 4984.075684
	Iteration 44Q: 3 clusters Score -2918381 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19322 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -2918381.500000 Penalty: 4984.075684
	Iteration 45Q: 3 clusters Score -2918382 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19341 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -2918385.250000 Penalty: 4984.075684
	Iteration 46Q: 3 clusters Score -2918385 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19359 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -2918387.250000 Penalty: 4984.075684
	Iteration 47Q: 3 clusters Score -2918387 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19373 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -2918390.250000 Penalty: 4984.075684
	Iteration 48Q: 3 clusters Score -2918390 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19388 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -2918393.500000 Penalty: 4984.075684
	Iteration 49Q: 3 clusters Score -2918394 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19403 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -2918400.750000 Penalty: 4984.075684
	Iteration 50Q: 3 clusters Score -2918401 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19416 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -2918400.250000 Penalty: 4984.075684
	Iteration 51Q: 3 clusters Score -2918400 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19435 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -2918404.250000 Penalty: 4984.075684
	Iteration 52Q: 3 clusters Score -2918404 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19452 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -2918409.500000 Penalty: 4984.075684
	Iteration 53Q: 3 clusters Score -2918410 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19469 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -2918402.750000 Penalty: 4984.075684
	Iteration 54Q: 3 clusters Score -2918403 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19482 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -2918411.500000 Penalty: 4984.075684
	Iteration 55Q: 3 clusters Score -2918412 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19494 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -2918408.750000 Penalty: 4984.075684
	Iteration 56Q: 3 clusters Score -2918409 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19503 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -2918417.250000 Penalty: 4984.075684
	Iteration 57Q: 3 clusters Score -2918417 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19515 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -2918408.500000 Penalty: 4984.075684
	Iteration 58Q: 3 clusters Score -2918408 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19527 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -2918412.250000 Penalty: 4984.075684
	Iteration 59Q: 3 clusters Score -2918412 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19535 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -2918416.750000 Penalty: 4984.075684
	Iteration 60F: 3 clusters Score -2918417 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19541 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -2918417.250000 Penalty: 4984.075684
	Iteration 61Q: 3 clusters Score -2918417 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19549 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -2918420.000000 Penalty: 4984.075684
	Iteration 62Q: 3 clusters Score -2918420 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19558 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -2918423.250000 Penalty: 4984.075684
	Iteration 63Q: 3 clusters Score -2918423 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19568 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -2918422.750000 Penalty: 4984.075684
	Iteration 64Q: 3 clusters Score -2918423 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19577 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -2918429.250000 Penalty: 4984.075684
	Iteration 65Q: 3 clusters Score -2918429 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19586 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -2918431.000000 Penalty: 4984.075684
	Iteration 66Q: 3 clusters Score -2918431 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19597 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -2918424.250000 Penalty: 4984.075684
	Iteration 67Q: 3 clusters Score -2918424 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19608 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -2918430.500000 Penalty: 4984.075684
	Iteration 68Q: 3 clusters Score -2918430 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19617 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -2918431.500000 Penalty: 4984.075684
	Iteration 69Q: 3 clusters Score -2918432 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19629 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -2918438.000000 Penalty: 4984.075684
	Iteration 70Q: 3 clusters Score -2918438 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19638 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -2918432.250000 Penalty: 4984.075684
	Iteration 71Q: 3 clusters Score -2918432 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19655 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -2918434.750000 Penalty: 4984.075684
	Iteration 72Q: 3 clusters Score -2918435 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19671 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -2918433.750000 Penalty: 4984.075684
	Iteration 73Q: 3 clusters Score -2918434 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19682 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -2918438.750000 Penalty: 4984.075684
	Iteration 74Q: 3 clusters Score -2918439 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19692 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -2918443.250000 Penalty: 4984.075684
	Iteration 75Q: 3 clusters Score -2918443 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19701 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -2918446.500000 Penalty: 4984.075684
	Iteration 76Q: 3 clusters Score -2918446 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19710 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -2918448.250000 Penalty: 4984.075684
	Iteration 77Q: 3 clusters Score -2918448 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19715 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -2918447.250000 Penalty: 4984.075684
	Iteration 78Q: 3 clusters Score -2918447 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19721 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -2918448.250000 Penalty: 4984.075684
	Iteration 79Q: 3 clusters Score -2918448 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19727 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -2918449.250000 Penalty: 4984.075684
	Iteration 80F: 3 clusters Score -2918449 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19730 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -2918451.000000 Penalty: 4984.075684
	Iteration 81Q: 3 clusters Score -2918451 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19733 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -2918446.750000 Penalty: 4984.075684
	Iteration 82Q: 3 clusters Score -2918447 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19735 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -2918446.000000 Penalty: 4984.075684
	Iteration 83Q: 3 clusters Score -2918446 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19739 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -2918450.000000 Penalty: 4984.075684
	Iteration 84Q: 3 clusters Score -2918450 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19743 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -2918447.000000 Penalty: 4984.075684
	Iteration 85Q: 3 clusters Score -2918447 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19744 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -2918448.750000 Penalty: 4984.075684
	Iteration 86Q: 3 clusters Score -2918449 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19744 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -2918448.750000 Penalty: 4984.075684
	Iteration 87F: 3 clusters Score -2918449 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Entering Unmasked Estep 
Score: -51356.449219 Penalty: 1561.225952
	Iteration 0F: 2 clusters Score -51356.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -49925.546875 Penalty: 3122.451904
	Iteration 0F: 3 clusters Score -49925.55 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -50410.968750 Penalty: 3122.451904
	Iteration 1F: 3 clusters Score -50410.97 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -50919.117188 Penalty: 3122.451904
	Iteration 2F: 3 clusters Score -50919.12 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -51567.722656 Penalty: 3122.451904
	Iteration 3F: 3 clusters Score -51567.72 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -51958.417969 Penalty: 3122.451904
	Iteration 4F: 3 clusters Score -51958.42 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -52124.847656 Penalty: 3122.451904
	Iteration 5Q: 3 clusters Score -52124.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -52203.078125 Penalty: 3122.451904
	Iteration 6Q: 3 clusters Score -52203.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -52231.949219 Penalty: 3122.451904
	Iteration 7Q: 3 clusters Score -52231.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -52234.710938 Penalty: 3122.451904
	Iteration 8Q: 3 clusters Score -52234.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -52240.066406 Penalty: 3122.451904
	Iteration 9Q: 3 clusters Score -52240.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -52243.695312 Penalty: 3122.451904
	Iteration 10Q: 3 clusters Score -52243.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -52243.695312 Penalty: 3122.451904
	Iteration 11F: 3 clusters Score -52243.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22856 members 
Mstep: Class 2 contains 8041 members 
Mstep: Class 3 contains 1102 members 
Mstep: Class 4 contains 223948 members 
Mstep: Class 5 contains 4132 members 
Mstep: Class 6 contains 2368 members 
Mstep: Class 7 contains 9405 members 
Mstep: Class 8 contains 14065 members 
Mstep: Class 9 contains 7500 members 
Mstep: Class 10 contains 27222 members 
Mstep: Class 11 contains 11586 members 
Mstep: Class 12 contains 969 members 
Mstep: Class 13 contains 3325 members 
Mstep: Class 14 contains 36129 members 
Mstep: Class 15 contains 181595 members 
Mstep: Class 16 contains 23122 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 10079 members 
Mstep: Class 19 contains 164641 members 
Mstep: Class 20 contains 55345 members 
Mstep: Class 21 contains 2332 members 
Mstep: Class 22 contains 692 members 
Mstep: Class 23 contains 4374 members 
Mstep: Class 24 contains 3156 members 
Mstep: Class 25 contains 38809 members 
Mstep: Class 26 contains 60564 members 
Mstep: Class 27 contains 28738 members 
Mstep: Class 28 contains 474 members 
Mstep: Class 29 contains 45291 members 
Mstep: Class 30 contains 11090 members 
Mstep: Class 31 contains 6502 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8482 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 3407 members 
Mstep: Class 36 contains 8301 members 
Mstep: Class 37 contains 3969 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1835 members 
Mstep: Class 40 contains 19228 members 
Mstep: Class 41 contains 425 members 
Mstep: Class 42 contains 3024 members 
Mstep: Class 43 contains 4389 members 
Mstep: Class 44 contains 2354 members 
Mstep: Class 45 contains 21899 members 
Mstep: Class 46 contains 13116 members 
Mstep: Class 47 contains 305 members 
Mstep: Class 48 contains 8295 members 
Mstep: Class 49 contains 26889 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 1027 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 3100 members 
Mstep: Class 54 contains 976 members 
Mstep: Class 55 contains 4681 members 
Mstep: Class 56 contains 17268 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 285 members 
Mstep: Class 60 contains 4774 members 
Mstep: Class 61 contains 1767 members 
Mstep: Class 62 contains 1054 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 7792 members 
Mstep: Class 65 contains 501 members 
Mstep: Class 66 contains 667 members 
Mstep: Class 67 contains 2672 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 708 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 265 members 
Entering Unmasked Estep 
Score: -147541888.000000 Penalty: 256707.609375
Splitting cluster 17 changes total score from -147542816.000000 to -147541888.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (10079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10079 members 
Entering Unmasked Estep 
Score: -1279179.625000 Penalty: 2286.115967
	Iteration 0F: 2 clusters Score -1279180 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -1271484.000000 Penalty: 4572.231934
	Iteration 0F: 3 clusters Score -1271484 nChanged 4187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -1273751.250000 Penalty: 4572.231934
	Iteration 1F: 3 clusters Score -1273751 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -1274097.750000 Penalty: 4572.231934
	Iteration 2F: 3 clusters Score -1274098 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -1274350.250000 Penalty: 4572.231934
	Iteration 3F: 3 clusters Score -1274350 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -1274539.000000 Penalty: 4572.231934
	Iteration 4Q: 3 clusters Score -1274539 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -1274704.750000 Penalty: 4572.231934
	Iteration 5Q: 3 clusters Score -1274705 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -1274873.250000 Penalty: 4572.231934
	Iteration 6Q: 3 clusters Score -1274873 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -1275060.125000 Penalty: 4572.231934
	Iteration 7Q: 3 clusters Score -1275060 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -1275251.500000 Penalty: 4572.231934
	Iteration 8Q: 3 clusters Score -1275252 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -1275458.250000 Penalty: 4572.231934
	Iteration 9Q: 3 clusters Score -1275458 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -1275700.500000 Penalty: 4572.231934
	Iteration 10Q: 3 clusters Score -1275700 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -1275979.625000 Penalty: 4572.231934
	Iteration 11Q: 3 clusters Score -1275980 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -1276257.250000 Penalty: 4572.231934
	Iteration 12Q: 3 clusters Score -1276257 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -1276484.500000 Penalty: 4572.231934
	Iteration 13Q: 3 clusters Score -1276484 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -1276706.625000 Penalty: 4572.231934
	Iteration 14Q: 3 clusters Score -1276707 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -1276859.000000 Penalty: 4572.231934
	Iteration 15Q: 3 clusters Score -1276859 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -1276979.500000 Penalty: 4572.231934
	Iteration 16Q: 3 clusters Score -1276980 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -1277060.625000 Penalty: 4572.231934
	Iteration 17Q: 3 clusters Score -1277061 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -1277122.625000 Penalty: 4572.231934
	Iteration 18Q: 3 clusters Score -1277123 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -1277163.500000 Penalty: 4572.231934
	Iteration 19Q: 3 clusters Score -1277164 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -1277204.625000 Penalty: 4572.231934
	Iteration 20F: 3 clusters Score -1277205 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -1277248.750000 Penalty: 4572.231934
	Iteration 21Q: 3 clusters Score -1277249 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -1277295.625000 Penalty: 4572.231934
	Iteration 22Q: 3 clusters Score -1277296 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -1277334.125000 Penalty: 4572.231934
	Iteration 23Q: 3 clusters Score -1277334 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -1277358.625000 Penalty: 4572.231934
	Iteration 24Q: 3 clusters Score -1277359 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -1277382.250000 Penalty: 4572.231934
	Iteration 25Q: 3 clusters Score -1277382 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -1277410.625000 Penalty: 4572.231934
	Iteration 26Q: 3 clusters Score -1277411 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -1277432.750000 Penalty: 4572.231934
	Iteration 27Q: 3 clusters Score -1277433 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -1277451.750000 Penalty: 4572.231934
	Iteration 28Q: 3 clusters Score -1277452 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -1277474.875000 Penalty: 4572.231934
	Iteration 29Q: 3 clusters Score -1277475 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -1277495.750000 Penalty: 4572.231934
	Iteration 30Q: 3 clusters Score -1277496 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -1277513.250000 Penalty: 4572.231934
	Iteration 31Q: 3 clusters Score -1277513 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -1277525.125000 Penalty: 4572.231934
	Iteration 32Q: 3 clusters Score -1277525 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -1277541.125000 Penalty: 4572.231934
	Iteration 33Q: 3 clusters Score -1277541 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -1277553.625000 Penalty: 4572.231934
	Iteration 34Q: 3 clusters Score -1277554 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -1277568.750000 Penalty: 4572.231934
	Iteration 35Q: 3 clusters Score -1277569 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -1277581.500000 Penalty: 4572.231934
	Iteration 36Q: 3 clusters Score -1277582 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -1277593.625000 Penalty: 4572.231934
	Iteration 37Q: 3 clusters Score -1277594 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -1277600.875000 Penalty: 4572.231934
	Iteration 38Q: 3 clusters Score -1277601 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -1277608.625000 Penalty: 4572.231934
	Iteration 39Q: 3 clusters Score -1277609 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -1277614.000000 Penalty: 4572.231934
	Iteration 40F: 3 clusters Score -1277614 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -1277618.375000 Penalty: 4572.231934
	Iteration 41Q: 3 clusters Score -1277618 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -1277627.250000 Penalty: 4572.231934
	Iteration 42Q: 3 clusters Score -1277627 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -1277636.000000 Penalty: 4572.231934
	Iteration 43Q: 3 clusters Score -1277636 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -1277642.250000 Penalty: 4572.231934
	Iteration 44Q: 3 clusters Score -1277642 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -1277645.375000 Penalty: 4572.231934
	Iteration 45Q: 3 clusters Score -1277645 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -1277652.125000 Penalty: 4572.231934
	Iteration 46Q: 3 clusters Score -1277652 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -1277656.000000 Penalty: 4572.231934
	Iteration 47Q: 3 clusters Score -1277656 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -1277660.000000 Penalty: 4572.231934
	Iteration 48Q: 3 clusters Score -1277660 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -1277666.250000 Penalty: 4572.231934
	Iteration 49Q: 3 clusters Score -1277666 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -1277668.500000 Penalty: 4572.231934
	Iteration 50Q: 3 clusters Score -1277668 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -1277676.000000 Penalty: 4572.231934
	Iteration 51Q: 3 clusters Score -1277676 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -1277685.250000 Penalty: 4572.231934
	Iteration 52Q: 3 clusters Score -1277685 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -1277692.750000 Penalty: 4572.231934
	Iteration 53Q: 3 clusters Score -1277693 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -1277696.625000 Penalty: 4572.231934
	Iteration 54Q: 3 clusters Score -1277697 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -1277699.750000 Penalty: 4572.231934
	Iteration 55Q: 3 clusters Score -1277700 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -1277708.000000 Penalty: 4572.231934
	Iteration 56Q: 3 clusters Score -1277708 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -1277709.500000 Penalty: 4572.231934
	Iteration 57Q: 3 clusters Score -1277710 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -1277710.000000 Penalty: 4572.231934
	Iteration 58Q: 3 clusters Score -1277710 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -1277707.625000 Penalty: 4572.231934
	Iteration 59Q: 3 clusters Score -1277708 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -1277706.750000 Penalty: 4572.231934
	Iteration 60F: 3 clusters Score -1277707 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -1277707.625000 Penalty: 4572.231934
	Iteration 61Q: 3 clusters Score -1277708 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -1277712.750000 Penalty: 4572.231934
	Iteration 62Q: 3 clusters Score -1277713 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -1277713.125000 Penalty: 4572.231934
	Iteration 63Q: 3 clusters Score -1277713 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -1277716.250000 Penalty: 4572.231934
	Iteration 64Q: 3 clusters Score -1277716 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -1277714.500000 Penalty: 4572.231934
	Iteration 65Q: 3 clusters Score -1277714 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -1277717.750000 Penalty: 4572.231934
	Iteration 66Q: 3 clusters Score -1277718 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -1277717.250000 Penalty: 4572.231934
	Iteration 67Q: 3 clusters Score -1277717 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -1277716.750000 Penalty: 4572.231934
	Iteration 68Q: 3 clusters Score -1277717 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -1277717.250000 Penalty: 4572.231934
	Iteration 69Q: 3 clusters Score -1277717 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -1277717.250000 Penalty: 4572.231934
	Iteration 70F: 3 clusters Score -1277717 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (164641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164641 members 
Entering Unmasked Estep 
Score: -21088724.000000 Penalty: 2978.857422
	Iteration 0F: 2 clusters Score -2.108872e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82307 members 
Mstep: Class 2 contains 82334 members 
Entering Unmasked Estep 
Score: -20978240.000000 Penalty: 5957.714844
	Iteration 0F: 3 clusters Score -2.097824e+07 nChanged 78754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80717 members 
Mstep: Class 2 contains 83924 members 
Entering Unmasked Estep 
Score: -21024164.000000 Penalty: 5957.714844
	Iteration 1F: 3 clusters Score -2.102416e+07 nChanged 4335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80248 members 
Mstep: Class 2 contains 84393 members 
Entering Unmasked Estep 
Score: -21024862.000000 Penalty: 5957.714844
	Iteration 2Q: 3 clusters Score -2.102486e+07 nChanged 4381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79565 members 
Mstep: Class 2 contains 85076 members 
Entering Unmasked Estep 
Score: -21025840.000000 Penalty: 5957.714844
	Iteration 3Q: 3 clusters Score -2.102584e+07 nChanged 4546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78605 members 
Mstep: Class 2 contains 86036 members 
Entering Unmasked Estep 
Score: -21026876.000000 Penalty: 5957.714844
	Iteration 4Q: 3 clusters Score -2.102688e+07 nChanged 4868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77195 members 
Mstep: Class 2 contains 87446 members 
Entering Unmasked Estep 
Score: -21028230.000000 Penalty: 5957.714844
	Iteration 5Q: 3 clusters Score -2.102823e+07 nChanged 5467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75236 members 
Mstep: Class 2 contains 89405 members 
Entering Unmasked Estep 
Score: -21029874.000000 Penalty: 5957.714844
	Iteration 6Q: 3 clusters Score -2.102987e+07 nChanged 6401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72471 members 
Mstep: Class 2 contains 92170 members 
Entering Unmasked Estep 
Score: -21032610.000000 Penalty: 5957.714844
	Iteration 7Q: 3 clusters Score -2.103261e+07 nChanged 7846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68721 members 
Mstep: Class 2 contains 95920 members 
Entering Unmasked Estep 
Score: -21036680.000000 Penalty: 5957.714844
	Iteration 8Q: 3 clusters Score -2.103668e+07 nChanged 9219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64014 members 
Mstep: Class 2 contains 100627 members 
Entering Unmasked Estep 
Score: -21042742.000000 Penalty: 5957.714844
	Iteration 9F: 3 clusters Score -2.104274e+07 nChanged 10241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58957 members 
Mstep: Class 2 contains 105684 members 
Entering Unmasked Estep 
Score: -21050232.000000 Penalty: 5957.714844
	Iteration 10F: 3 clusters Score -2.105023e+07 nChanged 9861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54734 members 
Mstep: Class 2 contains 109907 members 
Entering Unmasked Estep 
Score: -21057684.000000 Penalty: 5957.714844
	Iteration 11F: 3 clusters Score -2.105768e+07 nChanged 8172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51546 members 
Mstep: Class 2 contains 113095 members 
Entering Unmasked Estep 
Score: -21062522.000000 Penalty: 5957.714844
	Iteration 12Q: 3 clusters Score -2.106252e+07 nChanged 5712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49038 members 
Mstep: Class 2 contains 115603 members 
Entering Unmasked Estep 
Score: -21064936.000000 Penalty: 5957.714844
	Iteration 13Q: 3 clusters Score -2.106494e+07 nChanged 3795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46795 members 
Mstep: Class 2 contains 117846 members 
Entering Unmasked Estep 
Score: -21066318.000000 Penalty: 5957.714844
	Iteration 14Q: 3 clusters Score -2.106632e+07 nChanged 2855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44742 members 
Mstep: Class 2 contains 119899 members 
Entering Unmasked Estep 
Score: -21067172.000000 Penalty: 5957.714844
	Iteration 15Q: 3 clusters Score -2.106717e+07 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42677 members 
Mstep: Class 2 contains 121964 members 
Entering Unmasked Estep 
Score: -21067992.000000 Penalty: 5957.714844
	Iteration 16Q: 3 clusters Score -2.106799e+07 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40672 members 
Mstep: Class 2 contains 123969 members 
Entering Unmasked Estep 
Score: -21068602.000000 Penalty: 5957.714844
	Iteration 17Q: 3 clusters Score -2.10686e+07 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38690 members 
Mstep: Class 2 contains 125951 members 
Entering Unmasked Estep 
Score: -21069250.000000 Penalty: 5957.714844
	Iteration 18Q: 3 clusters Score -2.106925e+07 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36712 members 
Mstep: Class 2 contains 127929 members 
Entering Unmasked Estep 
Score: -21069800.000000 Penalty: 5957.714844
	Iteration 19Q: 3 clusters Score -2.10698e+07 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34723 members 
Mstep: Class 2 contains 129918 members 
Entering Unmasked Estep 
Score: -21070358.000000 Penalty: 5957.714844
	Iteration 20F: 3 clusters Score -2.107036e+07 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32691 members 
Mstep: Class 2 contains 131950 members 
Entering Unmasked Estep 
Score: -21070870.000000 Penalty: 5957.714844
	Iteration 21Q: 3 clusters Score -2.107087e+07 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30679 members 
Mstep: Class 2 contains 133962 members 
Entering Unmasked Estep 
Score: -21071484.000000 Penalty: 5957.714844
	Iteration 22Q: 3 clusters Score -2.107148e+07 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28636 members 
Mstep: Class 2 contains 136005 members 
Entering Unmasked Estep 
Score: -21072152.000000 Penalty: 5957.714844
	Iteration 23Q: 3 clusters Score -2.107215e+07 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26511 members 
Mstep: Class 2 contains 138130 members 
Entering Unmasked Estep 
Score: -21072798.000000 Penalty: 5957.714844
	Iteration 24Q: 3 clusters Score -2.10728e+07 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24309 members 
Mstep: Class 2 contains 140332 members 
Entering Unmasked Estep 
Score: -21073568.000000 Penalty: 5957.714844
	Iteration 25Q: 3 clusters Score -2.107357e+07 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22024 members 
Mstep: Class 2 contains 142617 members 
Entering Unmasked Estep 
Score: -21074496.000000 Penalty: 5957.714844
	Iteration 26Q: 3 clusters Score -2.10745e+07 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19683 members 
Mstep: Class 2 contains 144958 members 
Entering Unmasked Estep 
Score: -21075420.000000 Penalty: 5957.714844
	Iteration 27Q: 3 clusters Score -2.107542e+07 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17318 members 
Mstep: Class 2 contains 147323 members 
Entering Unmasked Estep 
Score: -21076468.000000 Penalty: 5957.714844
	Iteration 28Q: 3 clusters Score -2.107647e+07 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14980 members 
Mstep: Class 2 contains 149661 members 
Entering Unmasked Estep 
Score: -21077672.000000 Penalty: 5957.714844
	Iteration 29Q: 3 clusters Score -2.107767e+07 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12701 members 
Mstep: Class 2 contains 151940 members 
Entering Unmasked Estep 
Score: -21078866.000000 Penalty: 5957.714844
	Iteration 30Q: 3 clusters Score -2.107887e+07 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10556 members 
Mstep: Class 2 contains 154085 members 
Entering Unmasked Estep 
Score: -21079920.000000 Penalty: 5957.714844
	Iteration 31Q: 3 clusters Score -2.107992e+07 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 156098 members 
Entering Unmasked Estep 
Score: -21081056.000000 Penalty: 5957.714844
	Iteration 32Q: 3 clusters Score -2.108106e+07 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 157947 members 
Entering Unmasked Estep 
Score: -21082188.000000 Penalty: 5957.714844
	Iteration 33Q: 3 clusters Score -2.108219e+07 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 159475 members 
Entering Unmasked Estep 
Score: -21083122.000000 Penalty: 5957.714844
	Iteration 34Q: 3 clusters Score -2.108312e+07 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 160745 members 
Entering Unmasked Estep 
Score: -21083902.000000 Penalty: 5957.714844
	Iteration 35Q: 3 clusters Score -2.10839e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 161738 members 
Entering Unmasked Estep 
Score: -21084582.000000 Penalty: 5957.714844
	Iteration 36Q: 3 clusters Score -2.108458e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 162467 members 
Entering Unmasked Estep 
Score: -21085030.000000 Penalty: 5957.714844
	Iteration 37Q: 3 clusters Score -2.108503e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 162970 members 
Entering Unmasked Estep 
Score: -21085416.000000 Penalty: 5957.714844
	Iteration 38Q: 3 clusters Score -2.108542e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 163301 members 
Entering Unmasked Estep 
Score: -21085654.000000 Penalty: 5957.714844
	Iteration 39Q: 3 clusters Score -2.108565e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 163522 members 
Entering Unmasked Estep 
Score: -21085858.000000 Penalty: 5957.714844
	Iteration 40F: 3 clusters Score -2.108586e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 163653 members 
Entering Unmasked Estep 
Score: -21085922.000000 Penalty: 5957.714844
	Iteration 41Q: 3 clusters Score -2.108592e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 163741 members 
Entering Unmasked Estep 
Score: -21085974.000000 Penalty: 5957.714844
	Iteration 42Q: 3 clusters Score -2.108597e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 163798 members 
Entering Unmasked Estep 
Score: -21086034.000000 Penalty: 5957.714844
	Iteration 43Q: 3 clusters Score -2.108603e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 163849 members 
Entering Unmasked Estep 
Score: -21086060.000000 Penalty: 5957.714844
	Iteration 44Q: 3 clusters Score -2.108606e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 163877 members 
Entering Unmasked Estep 
Score: -21086100.000000 Penalty: 5957.714844
	Iteration 45Q: 3 clusters Score -2.10861e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 163893 members 
Entering Unmasked Estep 
Score: -21086094.000000 Penalty: 5957.714844
	Iteration 46Q: 3 clusters Score -2.108609e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 163913 members 
Entering Unmasked Estep 
Score: -21086124.000000 Penalty: 5957.714844
	Iteration 47Q: 3 clusters Score -2.108612e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 163929 members 
Entering Unmasked Estep 
Score: -21086132.000000 Penalty: 5957.714844
	Iteration 48Q: 3 clusters Score -2.108613e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 163940 members 
Entering Unmasked Estep 
Score: -21086140.000000 Penalty: 5957.714844
	Iteration 49Q: 3 clusters Score -2.108614e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 163953 members 
Entering Unmasked Estep 
Score: -21086150.000000 Penalty: 5957.714844
	Iteration 50Q: 3 clusters Score -2.108615e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 163968 members 
Entering Unmasked Estep 
Score: -21086162.000000 Penalty: 5957.714844
	Iteration 51Q: 3 clusters Score -2.108616e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 163980 members 
Entering Unmasked Estep 
Score: -21086172.000000 Penalty: 5957.714844
	Iteration 52Q: 3 clusters Score -2.108617e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 163992 members 
Entering Unmasked Estep 
Score: -21086182.000000 Penalty: 5957.714844
	Iteration 53Q: 3 clusters Score -2.108618e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 164002 members 
Entering Unmasked Estep 
Score: -21086164.000000 Penalty: 5957.714844
	Iteration 54Q: 3 clusters Score -2.108616e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 164012 members 
Entering Unmasked Estep 
Score: -21086186.000000 Penalty: 5957.714844
	Iteration 55Q: 3 clusters Score -2.108619e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 164022 members 
Entering Unmasked Estep 
Score: -21086200.000000 Penalty: 5957.714844
	Iteration 56Q: 3 clusters Score -2.10862e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 164021 members 
Entering Unmasked Estep 
Score: -21086212.000000 Penalty: 5957.714844
	Iteration 57Q: 3 clusters Score -2.108621e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 164023 members 
Entering Unmasked Estep 
Score: -21086216.000000 Penalty: 5957.714844
	Iteration 58Q: 3 clusters Score -2.108622e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 164024 members 
Entering Unmasked Estep 
Score: -21086204.000000 Penalty: 5957.714844
	Iteration 59Q: 3 clusters Score -2.10862e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 164025 members 
Entering Unmasked Estep 
Score: -21086208.000000 Penalty: 5957.714844
	Iteration 60F: 3 clusters Score -2.108621e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 164027 members 
Entering Unmasked Estep 
Score: -21086230.000000 Penalty: 5957.714844
	Iteration 61Q: 3 clusters Score -2.108623e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 164032 members 
Entering Unmasked Estep 
Score: -21086230.000000 Penalty: 5957.714844
	Iteration 62Q: 3 clusters Score -2.108623e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 164033 members 
Entering Unmasked Estep 
Score: -21086230.000000 Penalty: 5957.714844
	Iteration 63Q: 3 clusters Score -2.108623e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 164035 members 
Entering Unmasked Estep 
Score: -21086228.000000 Penalty: 5957.714844
	Iteration 64Q: 3 clusters Score -2.108623e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 164041 members 
Entering Unmasked Estep 
Score: -21086238.000000 Penalty: 5957.714844
	Iteration 65Q: 3 clusters Score -2.108624e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 164044 members 
Entering Unmasked Estep 
Score: -21086242.000000 Penalty: 5957.714844
	Iteration 66Q: 3 clusters Score -2.108624e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 164046 members 
Entering Unmasked Estep 
Score: -21086246.000000 Penalty: 5957.714844
	Iteration 67Q: 3 clusters Score -2.108625e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 164048 members 
Entering Unmasked Estep 
Score: -21086252.000000 Penalty: 5957.714844
	Iteration 68Q: 3 clusters Score -2.108625e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 164051 members 
Entering Unmasked Estep 
Score: -21086242.000000 Penalty: 5957.714844
	Iteration 69Q: 3 clusters Score -2.108624e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 164055 members 
Entering Unmasked Estep 
Score: -21086256.000000 Penalty: 5957.714844
	Iteration 70Q: 3 clusters Score -2.108626e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 164056 members 
Entering Unmasked Estep 
Score: -21086264.000000 Penalty: 5957.714844
	Iteration 71Q: 3 clusters Score -2.108626e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 164059 members 
Entering Unmasked Estep 
Score: -21086272.000000 Penalty: 5957.714844
	Iteration 72Q: 3 clusters Score -2.108627e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 164061 members 
Entering Unmasked Estep 
Score: -21086276.000000 Penalty: 5957.714844
	Iteration 73Q: 3 clusters Score -2.108628e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 164061 members 
Entering Unmasked Estep 
Score: -21086276.000000 Penalty: 5957.714844
	Iteration 74F: 3 clusters Score -2.108628e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (55345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55345 members 
Entering Unmasked Estep 
Score: -6633344.000000 Penalty: 2708.492676
	Iteration 0F: 2 clusters Score -6633344 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27659 members 
Mstep: Class 2 contains 27686 members 
Entering Unmasked Estep 
Score: -6596030.000000 Penalty: 5416.985352
	Iteration 0F: 3 clusters Score -6596030 nChanged 25584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27631 members 
Mstep: Class 2 contains 27714 members 
Entering Unmasked Estep 
Score: -6611011.000000 Penalty: 5416.985352
	Iteration 1F: 3 clusters Score -6611011 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27552 members 
Mstep: Class 2 contains 27793 members 
Entering Unmasked Estep 
Score: -6612220.500000 Penalty: 5416.985352
	Iteration 2F: 3 clusters Score -6612220 nChanged 3037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27549 members 
Mstep: Class 2 contains 27796 members 
Entering Unmasked Estep 
Score: -6613761.500000 Penalty: 5416.985352
	Iteration 3F: 3 clusters Score -6613762 nChanged 3221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27626 members 
Mstep: Class 2 contains 27719 members 
Entering Unmasked Estep 
Score: -6615460.500000 Penalty: 5416.985352
	Iteration 4F: 3 clusters Score -6615460 nChanged 3201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27829 members 
Mstep: Class 2 contains 27516 members 
Entering Unmasked Estep 
Score: -6617081.000000 Penalty: 5416.985352
	Iteration 5F: 3 clusters Score -6617081 nChanged 3058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28049 members 
Mstep: Class 2 contains 27296 members 
Entering Unmasked Estep 
Score: -6618474.500000 Penalty: 5416.985352
	Iteration 6F: 3 clusters Score -6618474 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28333 members 
Mstep: Class 2 contains 27012 members 
Entering Unmasked Estep 
Score: -6619527.000000 Penalty: 5416.985352
	Iteration 7Q: 3 clusters Score -6619527 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28634 members 
Mstep: Class 2 contains 26711 members 
Entering Unmasked Estep 
Score: -6620231.500000 Penalty: 5416.985352
	Iteration 8Q: 3 clusters Score -6620232 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28960 members 
Mstep: Class 2 contains 26385 members 
Entering Unmasked Estep 
Score: -6620663.000000 Penalty: 5416.985352
	Iteration 9Q: 3 clusters Score -6620663 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29299 members 
Mstep: Class 2 contains 26046 members 
Entering Unmasked Estep 
Score: -6620953.000000 Penalty: 5416.985352
	Iteration 10Q: 3 clusters Score -6620953 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29579 members 
Mstep: Class 2 contains 25766 members 
Entering Unmasked Estep 
Score: -6621190.000000 Penalty: 5416.985352
	Iteration 11Q: 3 clusters Score -6621190 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29826 members 
Mstep: Class 2 contains 25519 members 
Entering Unmasked Estep 
Score: -6621404.500000 Penalty: 5416.985352
	Iteration 12Q: 3 clusters Score -6621404 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30092 members 
Mstep: Class 2 contains 25253 members 
Entering Unmasked Estep 
Score: -6621584.000000 Penalty: 5416.985352
	Iteration 13Q: 3 clusters Score -6621584 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30352 members 
Mstep: Class 2 contains 24993 members 
Entering Unmasked Estep 
Score: -6621773.500000 Penalty: 5416.985352
	Iteration 14Q: 3 clusters Score -6621774 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30633 members 
Mstep: Class 2 contains 24712 members 
Entering Unmasked Estep 
Score: -6621937.000000 Penalty: 5416.985352
	Iteration 15Q: 3 clusters Score -6621937 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30908 members 
Mstep: Class 2 contains 24437 members 
Entering Unmasked Estep 
Score: -6622114.500000 Penalty: 5416.985352
	Iteration 16Q: 3 clusters Score -6622114 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31195 members 
Mstep: Class 2 contains 24150 members 
Entering Unmasked Estep 
Score: -6622273.500000 Penalty: 5416.985352
	Iteration 17Q: 3 clusters Score -6622274 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31457 members 
Mstep: Class 2 contains 23888 members 
Entering Unmasked Estep 
Score: -6622504.000000 Penalty: 5416.985352
	Iteration 18Q: 3 clusters Score -6622504 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31697 members 
Mstep: Class 2 contains 23648 members 
Entering Unmasked Estep 
Score: -6622771.500000 Penalty: 5416.985352
	Iteration 19Q: 3 clusters Score -6622772 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31924 members 
Mstep: Class 2 contains 23421 members 
Entering Unmasked Estep 
Score: -6623035.500000 Penalty: 5416.985352
	Iteration 20F: 3 clusters Score -6623036 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32099 members 
Mstep: Class 2 contains 23246 members 
Entering Unmasked Estep 
Score: -6623364.000000 Penalty: 5416.985352
	Iteration 21Q: 3 clusters Score -6623364 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32195 members 
Mstep: Class 2 contains 23150 members 
Entering Unmasked Estep 
Score: -6623792.500000 Penalty: 5416.985352
	Iteration 22Q: 3 clusters Score -6623792 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32227 members 
Mstep: Class 2 contains 23118 members 
Entering Unmasked Estep 
Score: -6624169.000000 Penalty: 5416.985352
	Iteration 23Q: 3 clusters Score -6624169 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32249 members 
Mstep: Class 2 contains 23096 members 
Entering Unmasked Estep 
Score: -6624539.000000 Penalty: 5416.985352
	Iteration 24Q: 3 clusters Score -6624539 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32296 members 
Mstep: Class 2 contains 23049 members 
Entering Unmasked Estep 
Score: -6624828.000000 Penalty: 5416.985352
	Iteration 25Q: 3 clusters Score -6624828 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32388 members 
Mstep: Class 2 contains 22957 members 
Entering Unmasked Estep 
Score: -6625051.500000 Penalty: 5416.985352
	Iteration 26Q: 3 clusters Score -6625052 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32523 members 
Mstep: Class 2 contains 22822 members 
Entering Unmasked Estep 
Score: -6625176.500000 Penalty: 5416.985352
	Iteration 27Q: 3 clusters Score -6625176 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32664 members 
Mstep: Class 2 contains 22681 members 
Entering Unmasked Estep 
Score: -6625186.500000 Penalty: 5416.985352
	Iteration 28Q: 3 clusters Score -6625186 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32813 members 
Mstep: Class 2 contains 22532 members 
Entering Unmasked Estep 
Score: -6625243.000000 Penalty: 5416.985352
	Iteration 29Q: 3 clusters Score -6625243 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32963 members 
Mstep: Class 2 contains 22382 members 
Entering Unmasked Estep 
Score: -6625301.000000 Penalty: 5416.985352
	Iteration 30Q: 3 clusters Score -6625301 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33141 members 
Mstep: Class 2 contains 22204 members 
Entering Unmasked Estep 
Score: -6625330.500000 Penalty: 5416.985352
	Iteration 31Q: 3 clusters Score -6625330 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33319 members 
Mstep: Class 2 contains 22026 members 
Entering Unmasked Estep 
Score: -6625347.500000 Penalty: 5416.985352
	Iteration 32Q: 3 clusters Score -6625348 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33518 members 
Mstep: Class 2 contains 21827 members 
Entering Unmasked Estep 
Score: -6625391.500000 Penalty: 5416.985352
	Iteration 33Q: 3 clusters Score -6625392 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33746 members 
Mstep: Class 2 contains 21599 members 
Entering Unmasked Estep 
Score: -6625444.500000 Penalty: 5416.985352
	Iteration 34Q: 3 clusters Score -6625444 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33991 members 
Mstep: Class 2 contains 21354 members 
Entering Unmasked Estep 
Score: -6625479.000000 Penalty: 5416.985352
	Iteration 35Q: 3 clusters Score -6625479 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34281 members 
Mstep: Class 2 contains 21064 members 
Entering Unmasked Estep 
Score: -6625519.500000 Penalty: 5416.985352
	Iteration 36Q: 3 clusters Score -6625520 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34590 members 
Mstep: Class 2 contains 20755 members 
Entering Unmasked Estep 
Score: -6625594.000000 Penalty: 5416.985352
	Iteration 37Q: 3 clusters Score -6625594 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34920 members 
Mstep: Class 2 contains 20425 members 
Entering Unmasked Estep 
Score: -6625676.500000 Penalty: 5416.985352
	Iteration 38Q: 3 clusters Score -6625676 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35281 members 
Mstep: Class 2 contains 20064 members 
Entering Unmasked Estep 
Score: -6625779.500000 Penalty: 5416.985352
	Iteration 39Q: 3 clusters Score -6625780 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35701 members 
Mstep: Class 2 contains 19644 members 
Entering Unmasked Estep 
Score: -6625897.000000 Penalty: 5416.985352
	Iteration 40F: 3 clusters Score -6625897 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36148 members 
Mstep: Class 2 contains 19197 members 
Entering Unmasked Estep 
Score: -6626056.000000 Penalty: 5416.985352
	Iteration 41Q: 3 clusters Score -6626056 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36624 members 
Mstep: Class 2 contains 18721 members 
Entering Unmasked Estep 
Score: -6626165.500000 Penalty: 5416.985352
	Iteration 42Q: 3 clusters Score -6626166 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37145 members 
Mstep: Class 2 contains 18200 members 
Entering Unmasked Estep 
Score: -6626343.500000 Penalty: 5416.985352
	Iteration 43Q: 3 clusters Score -6626344 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37700 members 
Mstep: Class 2 contains 17645 members 
Entering Unmasked Estep 
Score: -6626524.000000 Penalty: 5416.985352
	Iteration 44Q: 3 clusters Score -6626524 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38309 members 
Mstep: Class 2 contains 17036 members 
Entering Unmasked Estep 
Score: -6626769.500000 Penalty: 5416.985352
	Iteration 45Q: 3 clusters Score -6626770 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38978 members 
Mstep: Class 2 contains 16367 members 
Entering Unmasked Estep 
Score: -6627061.000000 Penalty: 5416.985352
	Iteration 46Q: 3 clusters Score -6627061 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39746 members 
Mstep: Class 2 contains 15599 members 
Entering Unmasked Estep 
Score: -6627470.500000 Penalty: 5416.985352
	Iteration 47Q: 3 clusters Score -6627470 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40523 members 
Mstep: Class 2 contains 14822 members 
Entering Unmasked Estep 
Score: -6627963.500000 Penalty: 5416.985352
	Iteration 48Q: 3 clusters Score -6627964 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41312 members 
Mstep: Class 2 contains 14033 members 
Entering Unmasked Estep 
Score: -6628524.500000 Penalty: 5416.985352
	Iteration 49Q: 3 clusters Score -6628524 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42107 members 
Mstep: Class 2 contains 13238 members 
Entering Unmasked Estep 
Score: -6629026.000000 Penalty: 5416.985352
	Iteration 50Q: 3 clusters Score -6629026 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42849 members 
Mstep: Class 2 contains 12496 members 
Entering Unmasked Estep 
Score: -6629510.000000 Penalty: 5416.985352
	Iteration 51Q: 3 clusters Score -6629510 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43541 members 
Mstep: Class 2 contains 11804 members 
Entering Unmasked Estep 
Score: -6629955.000000 Penalty: 5416.985352
	Iteration 52Q: 3 clusters Score -6629955 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44173 members 
Mstep: Class 2 contains 11172 members 
Entering Unmasked Estep 
Score: -6630269.500000 Penalty: 5416.985352
	Iteration 53Q: 3 clusters Score -6630270 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44740 members 
Mstep: Class 2 contains 10605 members 
Entering Unmasked Estep 
Score: -6630549.000000 Penalty: 5416.985352
	Iteration 54Q: 3 clusters Score -6630549 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45270 members 
Mstep: Class 2 contains 10075 members 
Entering Unmasked Estep 
Score: -6630793.000000 Penalty: 5416.985352
	Iteration 55Q: 3 clusters Score -6630793 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45744 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -6630958.500000 Penalty: 5416.985352
	Iteration 56Q: 3 clusters Score -6630958 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46220 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -6631121.000000 Penalty: 5416.985352
	Iteration 57Q: 3 clusters Score -6631121 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46651 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -6631248.000000 Penalty: 5416.985352
	Iteration 58Q: 3 clusters Score -6631248 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47074 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -6631328.500000 Penalty: 5416.985352
	Iteration 59Q: 3 clusters Score -6631328 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47460 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -6631456.000000 Penalty: 5416.985352
	Iteration 60F: 3 clusters Score -6631456 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47817 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -6631553.000000 Penalty: 5416.985352
	Iteration 61Q: 3 clusters Score -6631553 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48109 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -6631624.000000 Penalty: 5416.985352
	Iteration 62Q: 3 clusters Score -6631624 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48370 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -6631683.000000 Penalty: 5416.985352
	Iteration 63Q: 3 clusters Score -6631683 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48622 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -6631769.500000 Penalty: 5416.985352
	Iteration 64Q: 3 clusters Score -6631770 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48851 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -6631802.000000 Penalty: 5416.985352
	Iteration 65Q: 3 clusters Score -6631802 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49046 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -6631850.500000 Penalty: 5416.985352
	Iteration 66Q: 3 clusters Score -6631850 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49226 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -6631889.000000 Penalty: 5416.985352
	Iteration 67Q: 3 clusters Score -6631889 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49383 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -6631932.500000 Penalty: 5416.985352
	Iteration 68Q: 3 clusters Score -6631932 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49539 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -6631964.500000 Penalty: 5416.985352
	Iteration 69Q: 3 clusters Score -6631964 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49691 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -6632006.000000 Penalty: 5416.985352
	Iteration 70Q: 3 clusters Score -6632006 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49836 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -6632014.000000 Penalty: 5416.985352
	Iteration 71Q: 3 clusters Score -6632014 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49976 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -6632049.000000 Penalty: 5416.985352
	Iteration 72Q: 3 clusters Score -6632049 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50103 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -6632081.000000 Penalty: 5416.985352
	Iteration 73Q: 3 clusters Score -6632081 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50232 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -6632073.500000 Penalty: 5416.985352
	Iteration 74Q: 3 clusters Score -6632074 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50339 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -6632112.000000 Penalty: 5416.985352
	Iteration 75Q: 3 clusters Score -6632112 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50438 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -6632126.500000 Penalty: 5416.985352
	Iteration 76Q: 3 clusters Score -6632126 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50528 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -6632163.500000 Penalty: 5416.985352
	Iteration 77Q: 3 clusters Score -6632164 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50621 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -6632186.000000 Penalty: 5416.985352
	Iteration 78Q: 3 clusters Score -6632186 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50714 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -6632208.500000 Penalty: 5416.985352
	Iteration 79Q: 3 clusters Score -6632208 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50804 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -6632231.500000 Penalty: 5416.985352
	Iteration 80F: 3 clusters Score -6632232 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50890 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -6632232.000000 Penalty: 5416.985352
	Iteration 81Q: 3 clusters Score -6632232 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50972 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -6632254.500000 Penalty: 5416.985352
	Iteration 82Q: 3 clusters Score -6632254 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51048 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -6632282.000000 Penalty: 5416.985352
	Iteration 83Q: 3 clusters Score -6632282 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51122 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -6632282.000000 Penalty: 5416.985352
	Iteration 84Q: 3 clusters Score -6632282 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51198 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -6632294.500000 Penalty: 5416.985352
	Iteration 85Q: 3 clusters Score -6632294 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51265 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -6632301.000000 Penalty: 5416.985352
	Iteration 86Q: 3 clusters Score -6632301 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51319 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -6632311.000000 Penalty: 5416.985352
	Iteration 87Q: 3 clusters Score -6632311 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51361 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -6632325.500000 Penalty: 5416.985352
	Iteration 88Q: 3 clusters Score -6632326 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51400 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -6632341.000000 Penalty: 5416.985352
	Iteration 89Q: 3 clusters Score -6632341 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51435 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -6632343.500000 Penalty: 5416.985352
	Iteration 90Q: 3 clusters Score -6632344 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51480 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -6632337.000000 Penalty: 5416.985352
	Iteration 91Q: 3 clusters Score -6632337 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51510 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -6632340.500000 Penalty: 5416.985352
	Iteration 92Q: 3 clusters Score -6632340 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51540 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -6632353.500000 Penalty: 5416.985352
	Iteration 93Q: 3 clusters Score -6632354 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51566 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -6632366.500000 Penalty: 5416.985352
	Iteration 94Q: 3 clusters Score -6632366 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51593 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -6632365.000000 Penalty: 5416.985352
	Iteration 95Q: 3 clusters Score -6632365 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51610 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -6632364.000000 Penalty: 5416.985352
	Iteration 96Q: 3 clusters Score -6632364 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51627 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -6632373.500000 Penalty: 5416.985352
	Iteration 97Q: 3 clusters Score -6632374 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51642 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -6632367.000000 Penalty: 5416.985352
	Iteration 98Q: 3 clusters Score -6632367 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51662 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -6632380.000000 Penalty: 5416.985352
	Iteration 99Q: 3 clusters Score -6632380 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51683 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -6632401.500000 Penalty: 5416.985352
	Iteration 100F: 3 clusters Score -6632402 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51707 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -6632395.500000 Penalty: 5416.985352
	Iteration 101Q: 3 clusters Score -6632396 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51730 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -6632394.500000 Penalty: 5416.985352
	Iteration 102Q: 3 clusters Score -6632394 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51751 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -6632408.000000 Penalty: 5416.985352
	Iteration 103Q: 3 clusters Score -6632408 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51770 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -6632400.000000 Penalty: 5416.985352
	Iteration 104Q: 3 clusters Score -6632400 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51787 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -6632391.000000 Penalty: 5416.985352
	Iteration 105Q: 3 clusters Score -6632391 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51813 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -6632408.500000 Penalty: 5416.985352
	Iteration 106Q: 3 clusters Score -6632408 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51829 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -6632403.500000 Penalty: 5416.985352
	Iteration 107Q: 3 clusters Score -6632404 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51840 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -6632400.500000 Penalty: 5416.985352
	Iteration 108Q: 3 clusters Score -6632400 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51852 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -6632391.000000 Penalty: 5416.985352
	Iteration 109Q: 3 clusters Score -6632391 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51865 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -6632404.000000 Penalty: 5416.985352
	Iteration 110Q: 3 clusters Score -6632404 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51878 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -6632409.000000 Penalty: 5416.985352
	Iteration 111Q: 3 clusters Score -6632409 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51890 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -6632419.500000 Penalty: 5416.985352
	Iteration 112Q: 3 clusters Score -6632420 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51899 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -6632415.500000 Penalty: 5416.985352
	Iteration 113Q: 3 clusters Score -6632416 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51907 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -6632418.500000 Penalty: 5416.985352
	Iteration 114Q: 3 clusters Score -6632418 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51911 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -6632419.000000 Penalty: 5416.985352
	Iteration 115Q: 3 clusters Score -6632419 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51911 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -6632419.000000 Penalty: 5416.985352
	Iteration 116F: 3 clusters Score -6632419 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Entering Unmasked Estep 
Score: -290996.687500 Penalty: 1923.111328
	Iteration 0F: 2 clusters Score -290996.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -288161.250000 Penalty: 3846.222656
	Iteration 0F: 3 clusters Score -288161.2 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -288711.781250 Penalty: 3846.222656
	Iteration 1F: 3 clusters Score -288711.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -288893.968750 Penalty: 3846.222656
	Iteration 2F: 3 clusters Score -288894 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -289019.187500 Penalty: 3846.222656
	Iteration 3F: 3 clusters Score -289019.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -289140.125000 Penalty: 3846.222656
	Iteration 4Q: 3 clusters Score -289140.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -289254.968750 Penalty: 3846.222656
	Iteration 5Q: 3 clusters Score -289255 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -289388.000000 Penalty: 3846.222656
	Iteration 6Q: 3 clusters Score -289388 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -289519.656250 Penalty: 3846.222656
	Iteration 7Q: 3 clusters Score -289519.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -289637.531250 Penalty: 3846.222656
	Iteration 8Q: 3 clusters Score -289637.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -289715.531250 Penalty: 3846.222656
	Iteration 9Q: 3 clusters Score -289715.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -289783.781250 Penalty: 3846.222656
	Iteration 10Q: 3 clusters Score -289783.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -289863.875000 Penalty: 3846.222656
	Iteration 11Q: 3 clusters Score -289863.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -289974.812500 Penalty: 3846.222656
	Iteration 12Q: 3 clusters Score -289974.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -290094.281250 Penalty: 3846.222656
	Iteration 13Q: 3 clusters Score -290094.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -290190.468750 Penalty: 3846.222656
	Iteration 14Q: 3 clusters Score -290190.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -290246.468750 Penalty: 3846.222656
	Iteration 15Q: 3 clusters Score -290246.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -290277.312500 Penalty: 3846.222656
	Iteration 16Q: 3 clusters Score -290277.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -290300.218750 Penalty: 3846.222656
	Iteration 17Q: 3 clusters Score -290300.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -290321.656250 Penalty: 3846.222656
	Iteration 18Q: 3 clusters Score -290321.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -290340.718750 Penalty: 3846.222656
	Iteration 19Q: 3 clusters Score -290340.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -290352.000000 Penalty: 3846.222656
	Iteration 20F: 3 clusters Score -290352 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -290357.281250 Penalty: 3846.222656
	Iteration 21Q: 3 clusters Score -290357.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -290363.531250 Penalty: 3846.222656
	Iteration 22Q: 3 clusters Score -290363.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -290365.468750 Penalty: 3846.222656
	Iteration 23Q: 3 clusters Score -290365.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -290367.281250 Penalty: 3846.222656
	Iteration 24Q: 3 clusters Score -290367.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -290371.437500 Penalty: 3846.222656
	Iteration 25Q: 3 clusters Score -290371.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -290371.437500 Penalty: 3846.222656
	Iteration 26F: 3 clusters Score -290371.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Entering Unmasked Estep 
Score: -103203.835938 Penalty: 1621.817383
	Iteration 0F: 2 clusters Score -103203.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -101583.468750 Penalty: 3243.634766
	Iteration 0F: 3 clusters Score -101583.5 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -102079.289062 Penalty: 3243.634766
	Iteration 1F: 3 clusters Score -102079.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -102341.742188 Penalty: 3243.634766
	Iteration 2F: 3 clusters Score -102341.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -102535.765625 Penalty: 3243.634766
	Iteration 3F: 3 clusters Score -102535.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -102814.890625 Penalty: 3243.634766
	Iteration 4F: 3 clusters Score -102814.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -103170.460938 Penalty: 3243.634766
	Iteration 5F: 3 clusters Score -103170.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -103325.500000 Penalty: 3243.634766
	Iteration 6Q: 3 clusters Score -103325.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -103402.007812 Penalty: 3243.634766
	Iteration 7Q: 3 clusters Score -103402 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -103484.796875 Penalty: 3243.634766
	Iteration 8Q: 3 clusters Score -103484.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -103586.632812 Penalty: 3243.634766
	Iteration 9Q: 3 clusters Score -103586.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -103605.101562 Penalty: 3243.634766
	Iteration 10Q: 3 clusters Score -103605.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -103623.710938 Penalty: 3243.634766
	Iteration 11Q: 3 clusters Score -103623.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -103645.304688 Penalty: 3243.634766
	Iteration 12Q: 3 clusters Score -103645.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -103664.640625 Penalty: 3243.634766
	Iteration 13Q: 3 clusters Score -103664.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -103679.367188 Penalty: 3243.634766
	Iteration 14Q: 3 clusters Score -103679.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -103703.156250 Penalty: 3243.634766
	Iteration 15Q: 3 clusters Score -103703.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -103717.710938 Penalty: 3243.634766
	Iteration 16Q: 3 clusters Score -103717.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -103723.710938 Penalty: 3243.634766
	Iteration 17F: 3 clusters Score -103723.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -103740.062500 Penalty: 3243.634766
	Iteration 18Q: 3 clusters Score -103740.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -103740.062500 Penalty: 3243.634766
	Iteration 19F: 3 clusters Score -103740.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22856 members 
Mstep: Class 2 contains 8041 members 
Mstep: Class 3 contains 1102 members 
Mstep: Class 4 contains 223948 members 
Mstep: Class 5 contains 4132 members 
Mstep: Class 6 contains 2368 members 
Mstep: Class 7 contains 9405 members 
Mstep: Class 8 contains 14065 members 
Mstep: Class 9 contains 7500 members 
Mstep: Class 10 contains 27222 members 
Mstep: Class 11 contains 11586 members 
Mstep: Class 12 contains 969 members 
Mstep: Class 13 contains 3325 members 
Mstep: Class 14 contains 36129 members 
Mstep: Class 15 contains 181595 members 
Mstep: Class 16 contains 23122 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 10079 members 
Mstep: Class 19 contains 164641 members 
Mstep: Class 20 contains 55345 members 
Mstep: Class 21 contains 2332 members 
Mstep: Class 22 contains 319 members 
Mstep: Class 23 contains 4374 members 
Mstep: Class 24 contains 3156 members 
Mstep: Class 25 contains 38809 members 
Mstep: Class 26 contains 60564 members 
Mstep: Class 27 contains 28738 members 
Mstep: Class 28 contains 474 members 
Mstep: Class 29 contains 45291 members 
Mstep: Class 30 contains 11090 members 
Mstep: Class 31 contains 6502 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8482 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 3407 members 
Mstep: Class 36 contains 8301 members 
Mstep: Class 37 contains 3969 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1835 members 
Mstep: Class 40 contains 19228 members 
Mstep: Class 41 contains 425 members 
Mstep: Class 42 contains 3024 members 
Mstep: Class 43 contains 4389 members 
Mstep: Class 44 contains 2354 members 
Mstep: Class 45 contains 21899 members 
Mstep: Class 46 contains 13116 members 
Mstep: Class 47 contains 305 members 
Mstep: Class 48 contains 8295 members 
Mstep: Class 49 contains 26889 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 1027 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 3100 members 
Mstep: Class 54 contains 976 members 
Mstep: Class 55 contains 4681 members 
Mstep: Class 56 contains 17268 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 285 members 
Mstep: Class 60 contains 4774 members 
Mstep: Class 61 contains 1767 members 
Mstep: Class 62 contains 1054 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 7792 members 
Mstep: Class 65 contains 501 members 
Mstep: Class 66 contains 667 members 
Mstep: Class 67 contains 2672 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 708 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 373 members 
Entering Unmasked Estep 
Score: -147541536.000000 Penalty: 256707.609375
Splitting cluster 22 changes total score from -147542816.000000 to -147541536.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (4374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Entering Unmasked Estep 
Score: -535039.062500 Penalty: 2079.091553
	Iteration 0F: 2 clusters Score -535039.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -530933.375000 Penalty: 4158.183105
	Iteration 0F: 3 clusters Score -530933.4 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -531916.812500 Penalty: 4158.183105
	Iteration 1F: 3 clusters Score -531916.8 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -532249.250000 Penalty: 4158.183105
	Iteration 2F: 3 clusters Score -532249.2 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -532558.687500 Penalty: 4158.183105
	Iteration 3F: 3 clusters Score -532558.7 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -532884.562500 Penalty: 4158.183105
	Iteration 4F: 3 clusters Score -532884.6 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -533165.437500 Penalty: 4158.183105
	Iteration 5F: 3 clusters Score -533165.4 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -533428.062500 Penalty: 4158.183105
	Iteration 6F: 3 clusters Score -533428.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -533608.125000 Penalty: 4158.183105
	Iteration 7Q: 3 clusters Score -533608.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -533702.187500 Penalty: 4158.183105
	Iteration 8Q: 3 clusters Score -533702.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -533752.187500 Penalty: 4158.183105
	Iteration 9Q: 3 clusters Score -533752.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -533783.500000 Penalty: 4158.183105
	Iteration 10Q: 3 clusters Score -533783.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -533810.062500 Penalty: 4158.183105
	Iteration 11Q: 3 clusters Score -533810.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -533832.187500 Penalty: 4158.183105
	Iteration 12Q: 3 clusters Score -533832.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -533845.750000 Penalty: 4158.183105
	Iteration 13Q: 3 clusters Score -533845.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -533856.250000 Penalty: 4158.183105
	Iteration 14Q: 3 clusters Score -533856.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -533861.687500 Penalty: 4158.183105
	Iteration 15Q: 3 clusters Score -533861.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -533863.250000 Penalty: 4158.183105
	Iteration 16Q: 3 clusters Score -533863.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -533864.562500 Penalty: 4158.183105
	Iteration 17Q: 3 clusters Score -533864.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -533864.750000 Penalty: 4158.183105
	Iteration 18Q: 3 clusters Score -533864.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -533866.625000 Penalty: 4158.183105
	Iteration 19Q: 3 clusters Score -533866.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -533869.500000 Penalty: 4158.183105
	Iteration 20F: 3 clusters Score -533869.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -533869.750000 Penalty: 4158.183105
	Iteration 21Q: 3 clusters Score -533869.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -533869.062500 Penalty: 4158.183105
	Iteration 22Q: 3 clusters Score -533869.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -533871.062500 Penalty: 4158.183105
	Iteration 23Q: 3 clusters Score -533871.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -533871.062500 Penalty: 4158.183105
	Iteration 24F: 3 clusters Score -533871.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (3156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Entering Unmasked Estep 
Score: -341763.906250 Penalty: 1998.150879
	Iteration 0F: 2 clusters Score -341763.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -338429.156250 Penalty: 3996.301758
	Iteration 0F: 3 clusters Score -338429.2 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -339326.312500 Penalty: 3996.301758
	Iteration 1F: 3 clusters Score -339326.3 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -339682.875000 Penalty: 3996.301758
	Iteration 2F: 3 clusters Score -339682.9 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -339879.093750 Penalty: 3996.301758
	Iteration 3F: 3 clusters Score -339879.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -340018.000000 Penalty: 3996.301758
	Iteration 4Q: 3 clusters Score -340018 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -340133.562500 Penalty: 3996.301758
	Iteration 5Q: 3 clusters Score -340133.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -340211.437500 Penalty: 3996.301758
	Iteration 6Q: 3 clusters Score -340211.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -340278.656250 Penalty: 3996.301758
	Iteration 7Q: 3 clusters Score -340278.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -340336.125000 Penalty: 3996.301758
	Iteration 8Q: 3 clusters Score -340336.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -340379.625000 Penalty: 3996.301758
	Iteration 9Q: 3 clusters Score -340379.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -340423.937500 Penalty: 3996.301758
	Iteration 10Q: 3 clusters Score -340423.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -340457.343750 Penalty: 3996.301758
	Iteration 11Q: 3 clusters Score -340457.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -340475.812500 Penalty: 3996.301758
	Iteration 12Q: 3 clusters Score -340475.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -340485.875000 Penalty: 3996.301758
	Iteration 13Q: 3 clusters Score -340485.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -340495.218750 Penalty: 3996.301758
	Iteration 14Q: 3 clusters Score -340495.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -340506.687500 Penalty: 3996.301758
	Iteration 15Q: 3 clusters Score -340506.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -340514.531250 Penalty: 3996.301758
	Iteration 16Q: 3 clusters Score -340514.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -340519.781250 Penalty: 3996.301758
	Iteration 17Q: 3 clusters Score -340519.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -340530.250000 Penalty: 3996.301758
	Iteration 18Q: 3 clusters Score -340530.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -340534.500000 Penalty: 3996.301758
	Iteration 19Q: 3 clusters Score -340534.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -340536.000000 Penalty: 3996.301758
	Iteration 20F: 3 clusters Score -340536 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -340536.718750 Penalty: 3996.301758
	Iteration 21Q: 3 clusters Score -340536.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -340538.250000 Penalty: 3996.301758
	Iteration 22Q: 3 clusters Score -340538.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -340538.625000 Penalty: 3996.301758
	Iteration 23Q: 3 clusters Score -340538.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -340539.406250 Penalty: 3996.301758
	Iteration 24Q: 3 clusters Score -340539.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -340539.406250 Penalty: 3996.301758
	Iteration 25F: 3 clusters Score -340539.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (38809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38809 members 
Entering Unmasked Estep 
Score: -4916327.000000 Penalty: 2620.468994
	Iteration 0F: 2 clusters Score -4916327 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19323 members 
Mstep: Class 2 contains 19486 members 
Entering Unmasked Estep 
Score: -4890019.000000 Penalty: 5240.937988
	Iteration 0F: 3 clusters Score -4890019 nChanged 17723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18462 members 
Mstep: Class 2 contains 20347 members 
Entering Unmasked Estep 
Score: -4899787.000000 Penalty: 5240.937988
	Iteration 1F: 3 clusters Score -4899787 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17998 members 
Mstep: Class 2 contains 20811 members 
Entering Unmasked Estep 
Score: -4900329.500000 Penalty: 5240.937988
	Iteration 2Q: 3 clusters Score -4900330 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17379 members 
Mstep: Class 2 contains 21430 members 
Entering Unmasked Estep 
Score: -4900785.000000 Penalty: 5240.937988
	Iteration 3Q: 3 clusters Score -4900785 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16496 members 
Mstep: Class 2 contains 22313 members 
Entering Unmasked Estep 
Score: -4901348.000000 Penalty: 5240.937988
	Iteration 4Q: 3 clusters Score -4901348 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15332 members 
Mstep: Class 2 contains 23477 members 
Entering Unmasked Estep 
Score: -4901983.500000 Penalty: 5240.937988
	Iteration 5Q: 3 clusters Score -4901984 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13764 members 
Mstep: Class 2 contains 25045 members 
Entering Unmasked Estep 
Score: -4902972.000000 Penalty: 5240.937988
	Iteration 6Q: 3 clusters Score -4902972 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11729 members 
Mstep: Class 2 contains 27080 members 
Entering Unmasked Estep 
Score: -4904396.500000 Penalty: 5240.937988
	Iteration 7F: 3 clusters Score -4904396 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 29425 members 
Entering Unmasked Estep 
Score: -4906208.000000 Penalty: 5240.937988
	Iteration 8F: 3 clusters Score -4906208 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 31927 members 
Entering Unmasked Estep 
Score: -4908363.000000 Penalty: 5240.937988
	Iteration 9F: 3 clusters Score -4908363 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 34126 members 
Entering Unmasked Estep 
Score: -4910402.000000 Penalty: 5240.937988
	Iteration 10F: 3 clusters Score -4910402 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 35767 members 
Entering Unmasked Estep 
Score: -4911928.000000 Penalty: 5240.937988
	Iteration 11Q: 3 clusters Score -4911928 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 36807 members 
Entering Unmasked Estep 
Score: -4912933.000000 Penalty: 5240.937988
	Iteration 12Q: 3 clusters Score -4912933 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 37368 members 
Entering Unmasked Estep 
Score: -4913508.000000 Penalty: 5240.937988
	Iteration 13Q: 3 clusters Score -4913508 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 37639 members 
Entering Unmasked Estep 
Score: -4913823.500000 Penalty: 5240.937988
	Iteration 14Q: 3 clusters Score -4913824 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 37778 members 
Entering Unmasked Estep 
Score: -4914021.000000 Penalty: 5240.937988
	Iteration 15Q: 3 clusters Score -4914021 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 37860 members 
Entering Unmasked Estep 
Score: -4914144.500000 Penalty: 5240.937988
	Iteration 16Q: 3 clusters Score -4914144 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 37917 members 
Entering Unmasked Estep 
Score: -4914239.000000 Penalty: 5240.937988
	Iteration 17Q: 3 clusters Score -4914239 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 37958 members 
Entering Unmasked Estep 
Score: -4914274.500000 Penalty: 5240.937988
	Iteration 18Q: 3 clusters Score -4914274 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 37984 members 
Entering Unmasked Estep 
Score: -4914309.000000 Penalty: 5240.937988
	Iteration 19Q: 3 clusters Score -4914309 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 37998 members 
Entering Unmasked Estep 
Score: -4914335.000000 Penalty: 5240.937988
	Iteration 20F: 3 clusters Score -4914335 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 38011 members 
Entering Unmasked Estep 
Score: -4914348.000000 Penalty: 5240.937988
	Iteration 21Q: 3 clusters Score -4914348 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 38025 members 
Entering Unmasked Estep 
Score: -4914366.500000 Penalty: 5240.937988
	Iteration 22Q: 3 clusters Score -4914366 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 38028 members 
Entering Unmasked Estep 
Score: -4914369.000000 Penalty: 5240.937988
	Iteration 23Q: 3 clusters Score -4914369 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 38029 members 
Entering Unmasked Estep 
Score: -4914367.000000 Penalty: 5240.937988
	Iteration 24Q: 3 clusters Score -4914367 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 38030 members 
Entering Unmasked Estep 
Score: -4914371.500000 Penalty: 5240.937988
	Iteration 25Q: 3 clusters Score -4914372 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 38034 members 
Entering Unmasked Estep 
Score: -4914378.500000 Penalty: 5240.937988
	Iteration 26Q: 3 clusters Score -4914378 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 38036 members 
Entering Unmasked Estep 
Score: -4914381.500000 Penalty: 5240.937988
	Iteration 27Q: 3 clusters Score -4914382 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 38034 members 
Entering Unmasked Estep 
Score: -4914382.000000 Penalty: 5240.937988
	Iteration 28Q: 3 clusters Score -4914382 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 38032 members 
Entering Unmasked Estep 
Score: -4914372.500000 Penalty: 5240.937988
	Iteration 29Q: 3 clusters Score -4914372 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 38031 members 
Entering Unmasked Estep 
Score: -4914377.500000 Penalty: 5240.937988
	Iteration 30Q: 3 clusters Score -4914378 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 38029 members 
Entering Unmasked Estep 
Score: -4914377.500000 Penalty: 5240.937988
	Iteration 31Q: 3 clusters Score -4914378 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 38027 members 
Entering Unmasked Estep 
Score: -4914379.000000 Penalty: 5240.937988
	Iteration 32Q: 3 clusters Score -4914379 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 38026 members 
Entering Unmasked Estep 
Score: -4914381.500000 Penalty: 5240.937988
	Iteration 33Q: 3 clusters Score -4914382 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 38026 members 
Entering Unmasked Estep 
Score: -4914381.500000 Penalty: 5240.937988
	Iteration 34F: 3 clusters Score -4914382 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (60564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60564 members 
Entering Unmasked Estep 
Score: -7707606.500000 Penalty: 2730.841064
	Iteration 0F: 2 clusters Score -7707606 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30392 members 
Mstep: Class 2 contains 30172 members 
Entering Unmasked Estep 
Score: -7667032.500000 Penalty: 5461.682129
	Iteration 0F: 3 clusters Score -7667032 nChanged 28167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32013 members 
Mstep: Class 2 contains 28551 members 
Entering Unmasked Estep 
Score: -7683251.000000 Penalty: 5461.682129
	Iteration 1F: 3 clusters Score -7683251 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32971 members 
Mstep: Class 2 contains 27593 members 
Entering Unmasked Estep 
Score: -7684070.000000 Penalty: 5461.682129
	Iteration 2Q: 3 clusters Score -7684070 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34314 members 
Mstep: Class 2 contains 26250 members 
Entering Unmasked Estep 
Score: -7685133.500000 Penalty: 5461.682129
	Iteration 3Q: 3 clusters Score -7685134 nChanged 2975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36191 members 
Mstep: Class 2 contains 24373 members 
Entering Unmasked Estep 
Score: -7686559.500000 Penalty: 5461.682129
	Iteration 4Q: 3 clusters Score -7686560 nChanged 3307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38644 members 
Mstep: Class 2 contains 21920 members 
Entering Unmasked Estep 
Score: -7688555.500000 Penalty: 5461.682129
	Iteration 5F: 3 clusters Score -7688556 nChanged 3624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41574 members 
Mstep: Class 2 contains 18990 members 
Entering Unmasked Estep 
Score: -7690996.500000 Penalty: 5461.682129
	Iteration 6F: 3 clusters Score -7690996 nChanged 3809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44785 members 
Mstep: Class 2 contains 15779 members 
Entering Unmasked Estep 
Score: -7693798.500000 Penalty: 5461.682129
	Iteration 7F: 3 clusters Score -7693798 nChanged 3623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47954 members 
Mstep: Class 2 contains 12610 members 
Entering Unmasked Estep 
Score: -7696781.000000 Penalty: 5461.682129
	Iteration 8F: 3 clusters Score -7696781 nChanged 3121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50713 members 
Mstep: Class 2 contains 9851 members 
Entering Unmasked Estep 
Score: -7699264.500000 Penalty: 5461.682129
	Iteration 9F: 3 clusters Score -7699264 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52754 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -7701029.000000 Penalty: 5461.682129
	Iteration 10Q: 3 clusters Score -7701029 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54234 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -7702237.500000 Penalty: 5461.682129
	Iteration 11Q: 3 clusters Score -7702238 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55359 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -7703100.500000 Penalty: 5461.682129
	Iteration 12Q: 3 clusters Score -7703100 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56219 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -7703745.000000 Penalty: 5461.682129
	Iteration 13Q: 3 clusters Score -7703745 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56860 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -7704177.500000 Penalty: 5461.682129
	Iteration 14Q: 3 clusters Score -7704178 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57325 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -7704469.500000 Penalty: 5461.682129
	Iteration 15Q: 3 clusters Score -7704470 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57692 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -7704687.500000 Penalty: 5461.682129
	Iteration 16Q: 3 clusters Score -7704688 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57974 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -7704857.000000 Penalty: 5461.682129
	Iteration 17Q: 3 clusters Score -7704857 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58207 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -7704991.000000 Penalty: 5461.682129
	Iteration 18Q: 3 clusters Score -7704991 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58397 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -7705118.000000 Penalty: 5461.682129
	Iteration 19Q: 3 clusters Score -7705118 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58542 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -7705215.000000 Penalty: 5461.682129
	Iteration 20F: 3 clusters Score -7705215 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58682 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -7705270.500000 Penalty: 5461.682129
	Iteration 21Q: 3 clusters Score -7705270 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58799 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -7705349.000000 Penalty: 5461.682129
	Iteration 22Q: 3 clusters Score -7705349 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58893 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -7705403.000000 Penalty: 5461.682129
	Iteration 23Q: 3 clusters Score -7705403 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58970 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -7705488.500000 Penalty: 5461.682129
	Iteration 24Q: 3 clusters Score -7705488 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59045 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -7705518.500000 Penalty: 5461.682129
	Iteration 25Q: 3 clusters Score -7705518 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59089 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -7705572.000000 Penalty: 5461.682129
	Iteration 26Q: 3 clusters Score -7705572 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59129 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -7705612.000000 Penalty: 5461.682129
	Iteration 27Q: 3 clusters Score -7705612 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59155 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -7705627.500000 Penalty: 5461.682129
	Iteration 28Q: 3 clusters Score -7705628 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59183 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -7705650.000000 Penalty: 5461.682129
	Iteration 29Q: 3 clusters Score -7705650 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59204 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -7705653.000000 Penalty: 5461.682129
	Iteration 30Q: 3 clusters Score -7705653 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59223 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -7705682.000000 Penalty: 5461.682129
	Iteration 31Q: 3 clusters Score -7705682 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59245 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -7705686.000000 Penalty: 5461.682129
	Iteration 32Q: 3 clusters Score -7705686 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59265 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -7705710.500000 Penalty: 5461.682129
	Iteration 33Q: 3 clusters Score -7705710 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59290 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -7705757.000000 Penalty: 5461.682129
	Iteration 34Q: 3 clusters Score -7705757 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59314 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -7705799.000000 Penalty: 5461.682129
	Iteration 35Q: 3 clusters Score -7705799 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59340 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -7705895.000000 Penalty: 5461.682129
	Iteration 36Q: 3 clusters Score -7705895 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59360 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -7706033.000000 Penalty: 5461.682129
	Iteration 37Q: 3 clusters Score -7706033 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59362 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -7706135.000000 Penalty: 5461.682129
	Iteration 38Q: 3 clusters Score -7706135 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59359 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -7706163.500000 Penalty: 5461.682129
	Iteration 39Q: 3 clusters Score -7706164 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59347 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -7706178.500000 Penalty: 5461.682129
	Iteration 40F: 3 clusters Score -7706178 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59337 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -7706191.500000 Penalty: 5461.682129
	Iteration 41Q: 3 clusters Score -7706192 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59324 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -7706204.500000 Penalty: 5461.682129
	Iteration 42Q: 3 clusters Score -7706204 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59313 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -7706201.500000 Penalty: 5461.682129
	Iteration 43Q: 3 clusters Score -7706202 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59303 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -7706219.500000 Penalty: 5461.682129
	Iteration 44Q: 3 clusters Score -7706220 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59298 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -7706205.000000 Penalty: 5461.682129
	Iteration 45Q: 3 clusters Score -7706205 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59294 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -7706203.000000 Penalty: 5461.682129
	Iteration 46Q: 3 clusters Score -7706203 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59291 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -7706210.000000 Penalty: 5461.682129
	Iteration 47Q: 3 clusters Score -7706210 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59286 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -7706211.500000 Penalty: 5461.682129
	Iteration 48Q: 3 clusters Score -7706212 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59279 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -7706212.500000 Penalty: 5461.682129
	Iteration 49Q: 3 clusters Score -7706212 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59277 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -7706217.000000 Penalty: 5461.682129
	Iteration 50Q: 3 clusters Score -7706217 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59274 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -7706222.000000 Penalty: 5461.682129
	Iteration 51Q: 3 clusters Score -7706222 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59269 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -7706224.500000 Penalty: 5461.682129
	Iteration 52Q: 3 clusters Score -7706224 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59265 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -7706226.000000 Penalty: 5461.682129
	Iteration 53Q: 3 clusters Score -7706226 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59264 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -7706220.500000 Penalty: 5461.682129
	Iteration 54Q: 3 clusters Score -7706220 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59263 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -7706222.000000 Penalty: 5461.682129
	Iteration 55Q: 3 clusters Score -7706222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59262 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -7706222.000000 Penalty: 5461.682129
	Iteration 56Q: 3 clusters Score -7706222 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59262 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -7706222.000000 Penalty: 5461.682129
	Iteration 57F: 3 clusters Score -7706222 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (28738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28738 members 
Entering Unmasked Estep 
Score: -3649189.250000 Penalty: 2545.961914
	Iteration 0F: 2 clusters Score -3649189 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14337 members 
Mstep: Class 2 contains 14401 members 
Entering Unmasked Estep 
Score: -3629372.250000 Penalty: 5091.923828
	Iteration 0F: 3 clusters Score -3629372 nChanged 12952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14235 members 
Mstep: Class 2 contains 14503 members 
Entering Unmasked Estep 
Score: -3636523.000000 Penalty: 5091.923828
	Iteration 1F: 3 clusters Score -3636523 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14162 members 
Mstep: Class 2 contains 14576 members 
Entering Unmasked Estep 
Score: -3637081.250000 Penalty: 5091.923828
	Iteration 2F: 3 clusters Score -3637081 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14139 members 
Mstep: Class 2 contains 14599 members 
Entering Unmasked Estep 
Score: -3637589.500000 Penalty: 5091.923828
	Iteration 3Q: 3 clusters Score -3637590 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14153 members 
Mstep: Class 2 contains 14585 members 
Entering Unmasked Estep 
Score: -3638123.500000 Penalty: 5091.923828
	Iteration 4Q: 3 clusters Score -3638124 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14215 members 
Mstep: Class 2 contains 14523 members 
Entering Unmasked Estep 
Score: -3638724.250000 Penalty: 5091.923828
	Iteration 5Q: 3 clusters Score -3638724 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14299 members 
Mstep: Class 2 contains 14439 members 
Entering Unmasked Estep 
Score: -3639445.000000 Penalty: 5091.923828
	Iteration 6Q: 3 clusters Score -3639445 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14430 members 
Mstep: Class 2 contains 14308 members 
Entering Unmasked Estep 
Score: -3640380.000000 Penalty: 5091.923828
	Iteration 7F: 3 clusters Score -3640380 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14629 members 
Mstep: Class 2 contains 14109 members 
Entering Unmasked Estep 
Score: -3641450.000000 Penalty: 5091.923828
	Iteration 8F: 3 clusters Score -3641450 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14839 members 
Mstep: Class 2 contains 13899 members 
Entering Unmasked Estep 
Score: -3642551.750000 Penalty: 5091.923828
	Iteration 9F: 3 clusters Score -3642552 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15099 members 
Mstep: Class 2 contains 13639 members 
Entering Unmasked Estep 
Score: -3643465.250000 Penalty: 5091.923828
	Iteration 10F: 3 clusters Score -3643465 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15386 members 
Mstep: Class 2 contains 13352 members 
Entering Unmasked Estep 
Score: -3644126.000000 Penalty: 5091.923828
	Iteration 11Q: 3 clusters Score -3644126 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15685 members 
Mstep: Class 2 contains 13053 members 
Entering Unmasked Estep 
Score: -3644492.250000 Penalty: 5091.923828
	Iteration 12Q: 3 clusters Score -3644492 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15931 members 
Mstep: Class 2 contains 12807 members 
Entering Unmasked Estep 
Score: -3644734.750000 Penalty: 5091.923828
	Iteration 13Q: 3 clusters Score -3644735 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16170 members 
Mstep: Class 2 contains 12568 members 
Entering Unmasked Estep 
Score: -3644907.000000 Penalty: 5091.923828
	Iteration 14Q: 3 clusters Score -3644907 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16430 members 
Mstep: Class 2 contains 12308 members 
Entering Unmasked Estep 
Score: -3645022.500000 Penalty: 5091.923828
	Iteration 15Q: 3 clusters Score -3645022 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16697 members 
Mstep: Class 2 contains 12041 members 
Entering Unmasked Estep 
Score: -3645156.750000 Penalty: 5091.923828
	Iteration 16Q: 3 clusters Score -3645157 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16974 members 
Mstep: Class 2 contains 11764 members 
Entering Unmasked Estep 
Score: -3645280.000000 Penalty: 5091.923828
	Iteration 17Q: 3 clusters Score -3645280 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17272 members 
Mstep: Class 2 contains 11466 members 
Entering Unmasked Estep 
Score: -3645418.000000 Penalty: 5091.923828
	Iteration 18Q: 3 clusters Score -3645418 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17554 members 
Mstep: Class 2 contains 11184 members 
Entering Unmasked Estep 
Score: -3645549.000000 Penalty: 5091.923828
	Iteration 19Q: 3 clusters Score -3645549 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17820 members 
Mstep: Class 2 contains 10918 members 
Entering Unmasked Estep 
Score: -3645629.000000 Penalty: 5091.923828
	Iteration 20F: 3 clusters Score -3645629 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18070 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -3645717.500000 Penalty: 5091.923828
	Iteration 21Q: 3 clusters Score -3645718 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18306 members 
Mstep: Class 2 contains 10432 members 
Entering Unmasked Estep 
Score: -3645798.250000 Penalty: 5091.923828
	Iteration 22Q: 3 clusters Score -3645798 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18543 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
Score: -3645854.500000 Penalty: 5091.923828
	Iteration 23Q: 3 clusters Score -3645854 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18712 members 
Mstep: Class 2 contains 10026 members 
Entering Unmasked Estep 
Score: -3645894.750000 Penalty: 5091.923828
	Iteration 24Q: 3 clusters Score -3645895 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18858 members 
Mstep: Class 2 contains 9880 members 
Entering Unmasked Estep 
Score: -3645922.750000 Penalty: 5091.923828
	Iteration 25Q: 3 clusters Score -3645923 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18984 members 
Mstep: Class 2 contains 9754 members 
Entering Unmasked Estep 
Score: -3645945.000000 Penalty: 5091.923828
	Iteration 26Q: 3 clusters Score -3645945 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19097 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -3645958.500000 Penalty: 5091.923828
	Iteration 27Q: 3 clusters Score -3645958 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19224 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -3645995.000000 Penalty: 5091.923828
	Iteration 28Q: 3 clusters Score -3645995 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19376 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -3646027.500000 Penalty: 5091.923828
	Iteration 29Q: 3 clusters Score -3646028 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19525 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
Score: -3646044.500000 Penalty: 5091.923828
	Iteration 30Q: 3 clusters Score -3646044 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19682 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -3646076.000000 Penalty: 5091.923828
	Iteration 31Q: 3 clusters Score -3646076 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19821 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -3646112.250000 Penalty: 5091.923828
	Iteration 32Q: 3 clusters Score -3646112 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19970 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -3646152.250000 Penalty: 5091.923828
	Iteration 33Q: 3 clusters Score -3646152 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20117 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -3646169.000000 Penalty: 5091.923828
	Iteration 34Q: 3 clusters Score -3646169 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20261 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -3646203.500000 Penalty: 5091.923828
	Iteration 35Q: 3 clusters Score -3646204 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20402 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -3646228.750000 Penalty: 5091.923828
	Iteration 36Q: 3 clusters Score -3646229 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20554 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -3646246.750000 Penalty: 5091.923828
	Iteration 37Q: 3 clusters Score -3646247 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20690 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -3646277.250000 Penalty: 5091.923828
	Iteration 38Q: 3 clusters Score -3646277 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20825 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -3646297.500000 Penalty: 5091.923828
	Iteration 39Q: 3 clusters Score -3646298 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20957 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -3646333.250000 Penalty: 5091.923828
	Iteration 40F: 3 clusters Score -3646333 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21100 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -3646369.500000 Penalty: 5091.923828
	Iteration 41Q: 3 clusters Score -3646370 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21243 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -3646397.500000 Penalty: 5091.923828
	Iteration 42Q: 3 clusters Score -3646398 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21398 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -3646442.000000 Penalty: 5091.923828
	Iteration 43Q: 3 clusters Score -3646442 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21568 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -3646483.250000 Penalty: 5091.923828
	Iteration 44Q: 3 clusters Score -3646483 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21748 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -3646520.750000 Penalty: 5091.923828
	Iteration 45Q: 3 clusters Score -3646521 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21935 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -3646599.500000 Penalty: 5091.923828
	Iteration 46Q: 3 clusters Score -3646600 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22128 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -3646675.500000 Penalty: 5091.923828
	Iteration 47Q: 3 clusters Score -3646676 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22327 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -3646739.250000 Penalty: 5091.923828
	Iteration 48Q: 3 clusters Score -3646739 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22539 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -3646822.250000 Penalty: 5091.923828
	Iteration 49Q: 3 clusters Score -3646822 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22781 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -3646942.000000 Penalty: 5091.923828
	Iteration 50Q: 3 clusters Score -3646942 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23032 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -3647081.250000 Penalty: 5091.923828
	Iteration 51Q: 3 clusters Score -3647081 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23295 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -3647272.500000 Penalty: 5091.923828
	Iteration 52Q: 3 clusters Score -3647272 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23549 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -3647494.250000 Penalty: 5091.923828
	Iteration 53Q: 3 clusters Score -3647494 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23785 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -3647660.250000 Penalty: 5091.923828
	Iteration 54Q: 3 clusters Score -3647660 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23964 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -3647779.500000 Penalty: 5091.923828
	Iteration 55Q: 3 clusters Score -3647780 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24105 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -3647852.500000 Penalty: 5091.923828
	Iteration 56Q: 3 clusters Score -3647852 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24221 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -3647880.000000 Penalty: 5091.923828
	Iteration 57Q: 3 clusters Score -3647880 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24304 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -3647900.000000 Penalty: 5091.923828
	Iteration 58Q: 3 clusters Score -3647900 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24367 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -3647914.750000 Penalty: 5091.923828
	Iteration 59Q: 3 clusters Score -3647915 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24422 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -3647924.000000 Penalty: 5091.923828
	Iteration 60F: 3 clusters Score -3647924 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24480 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -3647932.000000 Penalty: 5091.923828
	Iteration 61Q: 3 clusters Score -3647932 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24523 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -3647945.250000 Penalty: 5091.923828
	Iteration 62Q: 3 clusters Score -3647945 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24559 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -3647950.500000 Penalty: 5091.923828
	Iteration 63Q: 3 clusters Score -3647950 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24597 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -3647958.000000 Penalty: 5091.923828
	Iteration 64Q: 3 clusters Score -3647958 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24627 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -3647952.000000 Penalty: 5091.923828
	Iteration 65Q: 3 clusters Score -3647952 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24653 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -3647957.750000 Penalty: 5091.923828
	Iteration 66Q: 3 clusters Score -3647958 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24673 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -3647959.250000 Penalty: 5091.923828
	Iteration 67Q: 3 clusters Score -3647959 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24690 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -3647966.750000 Penalty: 5091.923828
	Iteration 68Q: 3 clusters Score -3647967 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24699 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -3647967.250000 Penalty: 5091.923828
	Iteration 69Q: 3 clusters Score -3647967 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24712 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -3647968.750000 Penalty: 5091.923828
	Iteration 70Q: 3 clusters Score -3647969 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24719 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -3647968.750000 Penalty: 5091.923828
	Iteration 71Q: 3 clusters Score -3647969 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24723 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -3647966.750000 Penalty: 5091.923828
	Iteration 72Q: 3 clusters Score -3647967 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24731 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -3647967.250000 Penalty: 5091.923828
	Iteration 73Q: 3 clusters Score -3647967 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24737 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -3647968.250000 Penalty: 5091.923828
	Iteration 74Q: 3 clusters Score -3647968 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24744 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -3647969.000000 Penalty: 5091.923828
	Iteration 75Q: 3 clusters Score -3647969 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24750 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -3647973.500000 Penalty: 5091.923828
	Iteration 76Q: 3 clusters Score -3647974 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24753 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -3647969.750000 Penalty: 5091.923828
	Iteration 77Q: 3 clusters Score -3647970 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24758 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -3647968.750000 Penalty: 5091.923828
	Iteration 78Q: 3 clusters Score -3647969 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24762 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -3647971.250000 Penalty: 5091.923828
	Iteration 79Q: 3 clusters Score -3647971 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24768 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -3647967.750000 Penalty: 5091.923828
	Iteration 80F: 3 clusters Score -3647968 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24773 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -3647972.750000 Penalty: 5091.923828
	Iteration 81Q: 3 clusters Score -3647973 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24777 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -3647976.500000 Penalty: 5091.923828
	Iteration 82Q: 3 clusters Score -3647976 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24780 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -3647977.500000 Penalty: 5091.923828
	Iteration 83Q: 3 clusters Score -3647978 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24782 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -3647982.750000 Penalty: 5091.923828
	Iteration 84Q: 3 clusters Score -3647983 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24785 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -3647981.250000 Penalty: 5091.923828
	Iteration 85Q: 3 clusters Score -3647981 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24788 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -3647982.000000 Penalty: 5091.923828
	Iteration 86Q: 3 clusters Score -3647982 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24792 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -3647979.750000 Penalty: 5091.923828
	Iteration 87Q: 3 clusters Score -3647980 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24795 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -3647975.000000 Penalty: 5091.923828
	Iteration 88Q: 3 clusters Score -3647975 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24797 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -3647975.750000 Penalty: 5091.923828
	Iteration 89Q: 3 clusters Score -3647976 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24799 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -3647978.500000 Penalty: 5091.923828
	Iteration 90Q: 3 clusters Score -3647978 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24800 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -3647978.250000 Penalty: 5091.923828
	Iteration 91Q: 3 clusters Score -3647978 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24801 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -3647982.000000 Penalty: 5091.923828
	Iteration 92Q: 3 clusters Score -3647982 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24802 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -3647983.750000 Penalty: 5091.923828
	Iteration 93Q: 3 clusters Score -3647984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24804 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -3647983.750000 Penalty: 5091.923828
	Iteration 94Q: 3 clusters Score -3647984 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24804 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -3647983.750000 Penalty: 5091.923828
	Iteration 95F: 3 clusters Score -3647984 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Entering Unmasked Estep 
Score: -66601.320312 Penalty: 1527.979370
	Iteration 0F: 2 clusters Score -66601.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -65163.324219 Penalty: 3055.958740
	Iteration 0F: 3 clusters Score -65163.32 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -65591.789062 Penalty: 3055.958740
	Iteration 1F: 3 clusters Score -65591.79 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -65877.664062 Penalty: 3055.958740
	Iteration 2F: 3 clusters Score -65877.66 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -66040.320312 Penalty: 3055.958740
	Iteration 3Q: 3 clusters Score -66040.32 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -66234.585938 Penalty: 3055.958740
	Iteration 4Q: 3 clusters Score -66234.59 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -66409.101562 Penalty: 3055.958740
	Iteration 5Q: 3 clusters Score -66409.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -66541.648438 Penalty: 3055.958740
	Iteration 6Q: 3 clusters Score -66541.65 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -66627.640625 Penalty: 3055.958740
	Iteration 7Q: 3 clusters Score -66627.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -66725.843750 Penalty: 3055.958740
	Iteration 8Q: 3 clusters Score -66725.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -66760.695312 Penalty: 3055.958740
	Iteration 9Q: 3 clusters Score -66760.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -66823.734375 Penalty: 3055.958740
	Iteration 10Q: 3 clusters Score -66823.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -66835.289062 Penalty: 3055.958740
	Iteration 11Q: 3 clusters Score -66835.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -66839.765625 Penalty: 3055.958740
	Iteration 12Q: 3 clusters Score -66839.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -66849.250000 Penalty: 3055.958740
	Iteration 13Q: 3 clusters Score -66849.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -66865.835938 Penalty: 3055.958740
	Iteration 14Q: 3 clusters Score -66865.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -66868.382812 Penalty: 3055.958740
	Iteration 15Q: 3 clusters Score -66868.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -66870.195312 Penalty: 3055.958740
	Iteration 16Q: 3 clusters Score -66870.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -66870.195312 Penalty: 3055.958740
	Iteration 17F: 3 clusters Score -66870.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22856 members 
Mstep: Class 2 contains 8041 members 
Mstep: Class 3 contains 1102 members 
Mstep: Class 4 contains 223948 members 
Mstep: Class 5 contains 4132 members 
Mstep: Class 6 contains 2368 members 
Mstep: Class 7 contains 9405 members 
Mstep: Class 8 contains 14065 members 
Mstep: Class 9 contains 7500 members 
Mstep: Class 10 contains 27222 members 
Mstep: Class 11 contains 11586 members 
Mstep: Class 12 contains 969 members 
Mstep: Class 13 contains 3325 members 
Mstep: Class 14 contains 36129 members 
Mstep: Class 15 contains 181595 members 
Mstep: Class 16 contains 23122 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 10079 members 
Mstep: Class 19 contains 164641 members 
Mstep: Class 20 contains 55345 members 
Mstep: Class 21 contains 2332 members 
Mstep: Class 22 contains 692 members 
Mstep: Class 23 contains 4374 members 
Mstep: Class 24 contains 3156 members 
Mstep: Class 25 contains 38809 members 
Mstep: Class 26 contains 60564 members 
Mstep: Class 27 contains 28738 members 
Mstep: Class 28 contains 204 members 
Mstep: Class 29 contains 45291 members 
Mstep: Class 30 contains 11090 members 
Mstep: Class 31 contains 6502 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8482 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 3407 members 
Mstep: Class 36 contains 8301 members 
Mstep: Class 37 contains 3969 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1835 members 
Mstep: Class 40 contains 19228 members 
Mstep: Class 41 contains 425 members 
Mstep: Class 42 contains 3024 members 
Mstep: Class 43 contains 4389 members 
Mstep: Class 44 contains 2354 members 
Mstep: Class 45 contains 21899 members 
Mstep: Class 46 contains 13116 members 
Mstep: Class 47 contains 305 members 
Mstep: Class 48 contains 8295 members 
Mstep: Class 49 contains 26889 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 1027 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 3100 members 
Mstep: Class 54 contains 976 members 
Mstep: Class 55 contains 4681 members 
Mstep: Class 56 contains 17268 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 285 members 
Mstep: Class 60 contains 4774 members 
Mstep: Class 61 contains 1767 members 
Mstep: Class 62 contains 1054 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 7792 members 
Mstep: Class 65 contains 501 members 
Mstep: Class 66 contains 667 members 
Mstep: Class 67 contains 2672 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 708 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 270 members 
Entering Unmasked Estep 
Score: -147541296.000000 Penalty: 256707.609375
Splitting cluster 28 changes total score from -147542816.000000 to -147541296.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 29 (45291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45291 members 
Entering Unmasked Estep 
Score: -5726874.000000 Penalty: 2658.774170
	Iteration 0F: 2 clusters Score -5726874 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22646 members 
Mstep: Class 2 contains 22645 members 
Entering Unmasked Estep 
Score: -5696199.500000 Penalty: 5317.548340
	Iteration 0F: 3 clusters Score -5696200 nChanged 20907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22365 members 
Mstep: Class 2 contains 22926 members 
Entering Unmasked Estep 
Score: -5707928.000000 Penalty: 5317.548340
	Iteration 1F: 3 clusters Score -5707928 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22101 members 
Mstep: Class 2 contains 23190 members 
Entering Unmasked Estep 
Score: -5709027.000000 Penalty: 5317.548340
	Iteration 2F: 3 clusters Score -5709027 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21642 members 
Mstep: Class 2 contains 23649 members 
Entering Unmasked Estep 
Score: -5710300.000000 Penalty: 5317.548340
	Iteration 3F: 3 clusters Score -5710300 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20823 members 
Mstep: Class 2 contains 24468 members 
Entering Unmasked Estep 
Score: -5711541.000000 Penalty: 5317.548340
	Iteration 4F: 3 clusters Score -5711541 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19609 members 
Mstep: Class 2 contains 25682 members 
Entering Unmasked Estep 
Score: -5712774.000000 Penalty: 5317.548340
	Iteration 5F: 3 clusters Score -5712774 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18022 members 
Mstep: Class 2 contains 27269 members 
Entering Unmasked Estep 
Score: -5714093.000000 Penalty: 5317.548340
	Iteration 6F: 3 clusters Score -5714093 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16230 members 
Mstep: Class 2 contains 29061 members 
Entering Unmasked Estep 
Score: -5715387.000000 Penalty: 5317.548340
	Iteration 7F: 3 clusters Score -5715387 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14296 members 
Mstep: Class 2 contains 30995 members 
Entering Unmasked Estep 
Score: -5716700.000000 Penalty: 5317.548340
	Iteration 8F: 3 clusters Score -5716700 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12376 members 
Mstep: Class 2 contains 32915 members 
Entering Unmasked Estep 
Score: -5717998.000000 Penalty: 5317.548340
	Iteration 9Q: 3 clusters Score -5717998 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10514 members 
Mstep: Class 2 contains 34777 members 
Entering Unmasked Estep 
Score: -5719369.500000 Penalty: 5317.548340
	Iteration 10Q: 3 clusters Score -5719370 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 36447 members 
Entering Unmasked Estep 
Score: -5720721.000000 Penalty: 5317.548340
	Iteration 11Q: 3 clusters Score -5720721 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 37905 members 
Entering Unmasked Estep 
Score: -5722078.000000 Penalty: 5317.548340
	Iteration 12Q: 3 clusters Score -5722078 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 39070 members 
Entering Unmasked Estep 
Score: -5723183.500000 Penalty: 5317.548340
	Iteration 13Q: 3 clusters Score -5723184 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 39946 members 
Entering Unmasked Estep 
Score: -5724021.000000 Penalty: 5317.548340
	Iteration 14Q: 3 clusters Score -5724021 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 40590 members 
Entering Unmasked Estep 
Score: -5724540.000000 Penalty: 5317.548340
	Iteration 15Q: 3 clusters Score -5724540 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 41078 members 
Entering Unmasked Estep 
Score: -5724893.000000 Penalty: 5317.548340
	Iteration 16Q: 3 clusters Score -5724893 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 41484 members 
Entering Unmasked Estep 
Score: -5725166.500000 Penalty: 5317.548340
	Iteration 17Q: 3 clusters Score -5725166 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 41821 members 
Entering Unmasked Estep 
Score: -5725351.500000 Penalty: 5317.548340
	Iteration 18Q: 3 clusters Score -5725352 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 42087 members 
Entering Unmasked Estep 
Score: -5725465.500000 Penalty: 5317.548340
	Iteration 19Q: 3 clusters Score -5725466 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 42312 members 
Entering Unmasked Estep 
Score: -5725604.500000 Penalty: 5317.548340
	Iteration 20F: 3 clusters Score -5725604 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 42500 members 
Entering Unmasked Estep 
Score: -5725689.000000 Penalty: 5317.548340
	Iteration 21Q: 3 clusters Score -5725689 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 42654 members 
Entering Unmasked Estep 
Score: -5725766.000000 Penalty: 5317.548340
	Iteration 22Q: 3 clusters Score -5725766 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 42772 members 
Entering Unmasked Estep 
Score: -5725809.000000 Penalty: 5317.548340
	Iteration 23Q: 3 clusters Score -5725809 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 42869 members 
Entering Unmasked Estep 
Score: -5725854.500000 Penalty: 5317.548340
	Iteration 24Q: 3 clusters Score -5725854 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 42955 members 
Entering Unmasked Estep 
Score: -5725886.000000 Penalty: 5317.548340
	Iteration 25Q: 3 clusters Score -5725886 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 43028 members 
Entering Unmasked Estep 
Score: -5725910.500000 Penalty: 5317.548340
	Iteration 26Q: 3 clusters Score -5725910 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 43085 members 
Entering Unmasked Estep 
Score: -5725920.000000 Penalty: 5317.548340
	Iteration 27Q: 3 clusters Score -5725920 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 43135 members 
Entering Unmasked Estep 
Score: -5725938.500000 Penalty: 5317.548340
	Iteration 28Q: 3 clusters Score -5725938 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 43169 members 
Entering Unmasked Estep 
Score: -5725953.500000 Penalty: 5317.548340
	Iteration 29Q: 3 clusters Score -5725954 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 43190 members 
Entering Unmasked Estep 
Score: -5725956.500000 Penalty: 5317.548340
	Iteration 30Q: 3 clusters Score -5725956 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 43204 members 
Entering Unmasked Estep 
Score: -5725960.500000 Penalty: 5317.548340
	Iteration 31Q: 3 clusters Score -5725960 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 43215 members 
Entering Unmasked Estep 
Score: -5725962.500000 Penalty: 5317.548340
	Iteration 32Q: 3 clusters Score -5725962 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 43220 members 
Entering Unmasked Estep 
Score: -5725961.500000 Penalty: 5317.548340
	Iteration 33Q: 3 clusters Score -5725962 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 43230 members 
Entering Unmasked Estep 
Score: -5725960.000000 Penalty: 5317.548340
	Iteration 34Q: 3 clusters Score -5725960 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 43232 members 
Entering Unmasked Estep 
Score: -5725966.500000 Penalty: 5317.548340
	Iteration 35Q: 3 clusters Score -5725966 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 43232 members 
Entering Unmasked Estep 
Score: -5725969.500000 Penalty: 5317.548340
	Iteration 36Q: 3 clusters Score -5725970 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 43235 members 
Entering Unmasked Estep 
Score: -5725971.500000 Penalty: 5317.548340
	Iteration 37Q: 3 clusters Score -5725972 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 43236 members 
Entering Unmasked Estep 
Score: -5725975.000000 Penalty: 5317.548340
	Iteration 38Q: 3 clusters Score -5725975 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 43237 members 
Entering Unmasked Estep 
Score: -5725974.500000 Penalty: 5317.548340
	Iteration 39Q: 3 clusters Score -5725974 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 43240 members 
Entering Unmasked Estep 
Score: -5725969.500000 Penalty: 5317.548340
	Iteration 40F: 3 clusters Score -5725970 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 43244 members 
Entering Unmasked Estep 
Score: -5725970.000000 Penalty: 5317.548340
	Iteration 41Q: 3 clusters Score -5725970 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 43247 members 
Entering Unmasked Estep 
Score: -5725973.000000 Penalty: 5317.548340
	Iteration 42Q: 3 clusters Score -5725973 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 43251 members 
Entering Unmasked Estep 
Score: -5725973.500000 Penalty: 5317.548340
	Iteration 43Q: 3 clusters Score -5725974 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 43255 members 
Entering Unmasked Estep 
Score: -5725978.000000 Penalty: 5317.548340
	Iteration 44Q: 3 clusters Score -5725978 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 43262 members 
Entering Unmasked Estep 
Score: -5725979.000000 Penalty: 5317.548340
	Iteration 45Q: 3 clusters Score -5725979 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 43268 members 
Entering Unmasked Estep 
Score: -5725981.500000 Penalty: 5317.548340
	Iteration 46Q: 3 clusters Score -5725982 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 43275 members 
Entering Unmasked Estep 
Score: -5725982.000000 Penalty: 5317.548340
	Iteration 47Q: 3 clusters Score -5725982 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 43280 members 
Entering Unmasked Estep 
Score: -5725985.000000 Penalty: 5317.548340
	Iteration 48Q: 3 clusters Score -5725985 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 43285 members 
Entering Unmasked Estep 
Score: -5725987.000000 Penalty: 5317.548340
	Iteration 49Q: 3 clusters Score -5725987 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 43290 members 
Entering Unmasked Estep 
Score: -5725978.500000 Penalty: 5317.548340
	Iteration 50Q: 3 clusters Score -5725978 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 43295 members 
Entering Unmasked Estep 
Score: -5725978.000000 Penalty: 5317.548340
	Iteration 51Q: 3 clusters Score -5725978 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 43299 members 
Entering Unmasked Estep 
Score: -5725984.000000 Penalty: 5317.548340
	Iteration 52Q: 3 clusters Score -5725984 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 43304 members 
Entering Unmasked Estep 
Score: -5725988.500000 Penalty: 5317.548340
	Iteration 53Q: 3 clusters Score -5725988 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 43305 members 
Entering Unmasked Estep 
Score: -5725991.500000 Penalty: 5317.548340
	Iteration 54Q: 3 clusters Score -5725992 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 43312 members 
Entering Unmasked Estep 
Score: -5725999.500000 Penalty: 5317.548340
	Iteration 55Q: 3 clusters Score -5726000 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 43320 members 
Entering Unmasked Estep 
Score: -5726009.500000 Penalty: 5317.548340
	Iteration 56Q: 3 clusters Score -5726010 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 43326 members 
Entering Unmasked Estep 
Score: -5726012.500000 Penalty: 5317.548340
	Iteration 57Q: 3 clusters Score -5726012 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 43328 members 
Entering Unmasked Estep 
Score: -5726011.000000 Penalty: 5317.548340
	Iteration 58Q: 3 clusters Score -5726011 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 43334 members 
Entering Unmasked Estep 
Score: -5726011.500000 Penalty: 5317.548340
	Iteration 59Q: 3 clusters Score -5726012 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 43334 members 
Entering Unmasked Estep 
Score: -5726011.500000 Penalty: 5317.548340
	Iteration 60F: 3 clusters Score -5726012 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (11090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11090 members 
Entering Unmasked Estep 
Score: -1387953.125000 Penalty: 2309.822021
	Iteration 0F: 2 clusters Score -1387953 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -1379546.750000 Penalty: 4619.644043
	Iteration 0F: 3 clusters Score -1379547 nChanged 4703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -1382262.875000 Penalty: 4619.644043
	Iteration 1F: 3 clusters Score -1382263 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -1382782.125000 Penalty: 4619.644043
	Iteration 2F: 3 clusters Score -1382782 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -1383260.500000 Penalty: 4619.644043
	Iteration 3F: 3 clusters Score -1383260 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -1383703.000000 Penalty: 4619.644043
	Iteration 4F: 3 clusters Score -1383703 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -1384122.750000 Penalty: 4619.644043
	Iteration 5F: 3 clusters Score -1384123 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -1384528.500000 Penalty: 4619.644043
	Iteration 6F: 3 clusters Score -1384528 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -1384870.500000 Penalty: 4619.644043
	Iteration 7Q: 3 clusters Score -1384870 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -1385189.000000 Penalty: 4619.644043
	Iteration 8Q: 3 clusters Score -1385189 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -1385434.750000 Penalty: 4619.644043
	Iteration 9Q: 3 clusters Score -1385435 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -1385637.750000 Penalty: 4619.644043
	Iteration 10Q: 3 clusters Score -1385638 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -1385792.875000 Penalty: 4619.644043
	Iteration 11Q: 3 clusters Score -1385793 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -1385893.375000 Penalty: 4619.644043
	Iteration 12Q: 3 clusters Score -1385893 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -1385957.250000 Penalty: 4619.644043
	Iteration 13Q: 3 clusters Score -1385957 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -1386003.125000 Penalty: 4619.644043
	Iteration 14Q: 3 clusters Score -1386003 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -1386046.125000 Penalty: 4619.644043
	Iteration 15Q: 3 clusters Score -1386046 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -1386070.750000 Penalty: 4619.644043
	Iteration 16Q: 3 clusters Score -1386071 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -1386097.875000 Penalty: 4619.644043
	Iteration 17Q: 3 clusters Score -1386098 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -1386120.750000 Penalty: 4619.644043
	Iteration 18Q: 3 clusters Score -1386121 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -1386135.250000 Penalty: 4619.644043
	Iteration 19Q: 3 clusters Score -1386135 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -1386154.625000 Penalty: 4619.644043
	Iteration 20F: 3 clusters Score -1386155 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -1386175.000000 Penalty: 4619.644043
	Iteration 21Q: 3 clusters Score -1386175 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -1386191.625000 Penalty: 4619.644043
	Iteration 22Q: 3 clusters Score -1386192 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -1386200.250000 Penalty: 4619.644043
	Iteration 23Q: 3 clusters Score -1386200 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -1386207.000000 Penalty: 4619.644043
	Iteration 24Q: 3 clusters Score -1386207 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -1386214.375000 Penalty: 4619.644043
	Iteration 25Q: 3 clusters Score -1386214 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -1386218.375000 Penalty: 4619.644043
	Iteration 26Q: 3 clusters Score -1386218 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -1386220.375000 Penalty: 4619.644043
	Iteration 27Q: 3 clusters Score -1386220 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -1386222.000000 Penalty: 4619.644043
	Iteration 28Q: 3 clusters Score -1386222 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -1386227.125000 Penalty: 4619.644043
	Iteration 29Q: 3 clusters Score -1386227 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -1386228.875000 Penalty: 4619.644043
	Iteration 30Q: 3 clusters Score -1386229 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -1386233.750000 Penalty: 4619.644043
	Iteration 31Q: 3 clusters Score -1386234 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -1386240.875000 Penalty: 4619.644043
	Iteration 32Q: 3 clusters Score -1386241 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -1386246.625000 Penalty: 4619.644043
	Iteration 33Q: 3 clusters Score -1386247 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -1386250.375000 Penalty: 4619.644043
	Iteration 34Q: 3 clusters Score -1386250 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -1386264.125000 Penalty: 4619.644043
	Iteration 35Q: 3 clusters Score -1386264 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -1386272.250000 Penalty: 4619.644043
	Iteration 36Q: 3 clusters Score -1386272 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -1386284.875000 Penalty: 4619.644043
	Iteration 37Q: 3 clusters Score -1386285 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -1386296.875000 Penalty: 4619.644043
	Iteration 38Q: 3 clusters Score -1386297 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -1386314.250000 Penalty: 4619.644043
	Iteration 39Q: 3 clusters Score -1386314 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -1386334.000000 Penalty: 4619.644043
	Iteration 40F: 3 clusters Score -1386334 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -1386358.250000 Penalty: 4619.644043
	Iteration 41Q: 3 clusters Score -1386358 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -1386389.625000 Penalty: 4619.644043
	Iteration 42Q: 3 clusters Score -1386390 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -1386420.375000 Penalty: 4619.644043
	Iteration 43Q: 3 clusters Score -1386420 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -1386444.000000 Penalty: 4619.644043
	Iteration 44Q: 3 clusters Score -1386444 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -1386468.625000 Penalty: 4619.644043
	Iteration 45Q: 3 clusters Score -1386469 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -1386488.125000 Penalty: 4619.644043
	Iteration 46Q: 3 clusters Score -1386488 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -1386508.750000 Penalty: 4619.644043
	Iteration 47Q: 3 clusters Score -1386509 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -1386521.500000 Penalty: 4619.644043
	Iteration 48Q: 3 clusters Score -1386522 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -1386538.250000 Penalty: 4619.644043
	Iteration 49Q: 3 clusters Score -1386538 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -1386558.625000 Penalty: 4619.644043
	Iteration 50Q: 3 clusters Score -1386559 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -1386575.375000 Penalty: 4619.644043
	Iteration 51Q: 3 clusters Score -1386575 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -1386591.000000 Penalty: 4619.644043
	Iteration 52Q: 3 clusters Score -1386591 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -1386602.500000 Penalty: 4619.644043
	Iteration 53Q: 3 clusters Score -1386602 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -1386615.875000 Penalty: 4619.644043
	Iteration 54Q: 3 clusters Score -1386616 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -1386630.875000 Penalty: 4619.644043
	Iteration 55Q: 3 clusters Score -1386631 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -1386640.375000 Penalty: 4619.644043
	Iteration 56Q: 3 clusters Score -1386640 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -1386646.875000 Penalty: 4619.644043
	Iteration 57Q: 3 clusters Score -1386647 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -1386651.375000 Penalty: 4619.644043
	Iteration 58Q: 3 clusters Score -1386651 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -1386654.000000 Penalty: 4619.644043
	Iteration 59Q: 3 clusters Score -1386654 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -1386657.875000 Penalty: 4619.644043
	Iteration 60F: 3 clusters Score -1386658 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -1386654.125000 Penalty: 4619.644043
	Iteration 61Q: 3 clusters Score -1386654 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -1386658.250000 Penalty: 4619.644043
	Iteration 62Q: 3 clusters Score -1386658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -1386661.125000 Penalty: 4619.644043
	Iteration 63Q: 3 clusters Score -1386661 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -1386661.875000 Penalty: 4619.644043
	Iteration 64Q: 3 clusters Score -1386662 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -1386663.250000 Penalty: 4619.644043
	Iteration 65Q: 3 clusters Score -1386663 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -1386662.375000 Penalty: 4619.644043
	Iteration 66Q: 3 clusters Score -1386662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -1386661.375000 Penalty: 4619.644043
	Iteration 67Q: 3 clusters Score -1386661 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -1386661.625000 Penalty: 4619.644043
	Iteration 68Q: 3 clusters Score -1386662 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -1386660.875000 Penalty: 4619.644043
	Iteration 69Q: 3 clusters Score -1386661 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -1386659.875000 Penalty: 4619.644043
	Iteration 70Q: 3 clusters Score -1386660 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -1386660.375000 Penalty: 4619.644043
	Iteration 71Q: 3 clusters Score -1386660 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -1386657.875000 Penalty: 4619.644043
	Iteration 72Q: 3 clusters Score -1386658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -1386658.750000 Penalty: 4619.644043
	Iteration 73Q: 3 clusters Score -1386659 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -1386658.750000 Penalty: 4619.644043
	Iteration 74F: 3 clusters Score -1386659 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (6502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Entering Unmasked Estep 
Score: -840228.250000 Penalty: 2177.406494
	Iteration 0F: 2 clusters Score -840228.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -834687.312500 Penalty: 4354.812988
	Iteration 0F: 3 clusters Score -834687.3 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -836164.500000 Penalty: 4354.812988
	Iteration 1F: 3 clusters Score -836164.5 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -836438.625000 Penalty: 4354.812988
	Iteration 2F: 3 clusters Score -836438.6 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -836657.125000 Penalty: 4354.812988
	Iteration 3F: 3 clusters Score -836657.1 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -836847.000000 Penalty: 4354.812988
	Iteration 4Q: 3 clusters Score -836847 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -837029.250000 Penalty: 4354.812988
	Iteration 5Q: 3 clusters Score -837029.2 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -837192.875000 Penalty: 4354.812988
	Iteration 6Q: 3 clusters Score -837192.9 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -837368.000000 Penalty: 4354.812988
	Iteration 7Q: 3 clusters Score -837368 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -837556.625000 Penalty: 4354.812988
	Iteration 8Q: 3 clusters Score -837556.6 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -837734.562500 Penalty: 4354.812988
	Iteration 9Q: 3 clusters Score -837734.6 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -837904.500000 Penalty: 4354.812988
	Iteration 10Q: 3 clusters Score -837904.5 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -838074.375000 Penalty: 4354.812988
	Iteration 11Q: 3 clusters Score -838074.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -838206.187500 Penalty: 4354.812988
	Iteration 12Q: 3 clusters Score -838206.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -838321.562500 Penalty: 4354.812988
	Iteration 13Q: 3 clusters Score -838321.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -838455.250000 Penalty: 4354.812988
	Iteration 14Q: 3 clusters Score -838455.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -838622.000000 Penalty: 4354.812988
	Iteration 15Q: 3 clusters Score -838622 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -838776.250000 Penalty: 4354.812988
	Iteration 16Q: 3 clusters Score -838776.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -838884.250000 Penalty: 4354.812988
	Iteration 17Q: 3 clusters Score -838884.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -838959.437500 Penalty: 4354.812988
	Iteration 18Q: 3 clusters Score -838959.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -839018.875000 Penalty: 4354.812988
	Iteration 19Q: 3 clusters Score -839018.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -839064.250000 Penalty: 4354.812988
	Iteration 20F: 3 clusters Score -839064.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -839089.250000 Penalty: 4354.812988
	Iteration 21Q: 3 clusters Score -839089.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -839108.312500 Penalty: 4354.812988
	Iteration 22Q: 3 clusters Score -839108.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -839124.750000 Penalty: 4354.812988
	Iteration 23Q: 3 clusters Score -839124.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -839137.187500 Penalty: 4354.812988
	Iteration 24Q: 3 clusters Score -839137.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -839147.312500 Penalty: 4354.812988
	Iteration 25Q: 3 clusters Score -839147.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -839155.187500 Penalty: 4354.812988
	Iteration 26Q: 3 clusters Score -839155.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -839162.250000 Penalty: 4354.812988
	Iteration 27Q: 3 clusters Score -839162.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -839166.625000 Penalty: 4354.812988
	Iteration 28Q: 3 clusters Score -839166.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -839169.937500 Penalty: 4354.812988
	Iteration 29Q: 3 clusters Score -839169.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -839172.437500 Penalty: 4354.812988
	Iteration 30Q: 3 clusters Score -839172.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -839171.250000 Penalty: 4354.812988
	Iteration 31Q: 3 clusters Score -839171.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -839174.250000 Penalty: 4354.812988
	Iteration 32Q: 3 clusters Score -839174.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -839177.125000 Penalty: 4354.812988
	Iteration 33Q: 3 clusters Score -839177.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -839177.937500 Penalty: 4354.812988
	Iteration 34Q: 3 clusters Score -839177.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -839180.437500 Penalty: 4354.812988
	Iteration 35Q: 3 clusters Score -839180.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -839184.375000 Penalty: 4354.812988
	Iteration 36Q: 3 clusters Score -839184.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -839186.250000 Penalty: 4354.812988
	Iteration 37Q: 3 clusters Score -839186.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -839188.062500 Penalty: 4354.812988
	Iteration 38Q: 3 clusters Score -839188.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -839191.562500 Penalty: 4354.812988
	Iteration 39Q: 3 clusters Score -839191.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -839193.875000 Penalty: 4354.812988
	Iteration 40F: 3 clusters Score -839193.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -839196.750000 Penalty: 4354.812988
	Iteration 41Q: 3 clusters Score -839196.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -839197.937500 Penalty: 4354.812988
	Iteration 42Q: 3 clusters Score -839197.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -839199.312500 Penalty: 4354.812988
	Iteration 43Q: 3 clusters Score -839199.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -839201.937500 Penalty: 4354.812988
	Iteration 44Q: 3 clusters Score -839201.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -839202.812500 Penalty: 4354.812988
	Iteration 45Q: 3 clusters Score -839202.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -839205.062500 Penalty: 4354.812988
	Iteration 46Q: 3 clusters Score -839205.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -839205.250000 Penalty: 4354.812988
	Iteration 47Q: 3 clusters Score -839205.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -839205.062500 Penalty: 4354.812988
	Iteration 48Q: 3 clusters Score -839205.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -839206.062500 Penalty: 4354.812988
	Iteration 49Q: 3 clusters Score -839206.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -839206.062500 Penalty: 4354.812988
	Iteration 50F: 3 clusters Score -839206.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Entering Unmasked Estep 
Score: -30316.671875 Penalty: 1537.222656
	Iteration 0F: 2 clusters Score -30316.67 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 233 members 
Entering Unmasked Estep 
Score: -29020.130859 Penalty: 3074.445312
	Iteration 0F: 3 clusters Score -29020.13 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -29519.632812 Penalty: 3074.445312
	Iteration 1F: 3 clusters Score -29519.63 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -29805.900391 Penalty: 3074.445312
	Iteration 2F: 3 clusters Score -29805.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -29993.589844 Penalty: 3074.445312
	Iteration 3F: 3 clusters Score -29993.59 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -30074.847656 Penalty: 3074.445312
	Iteration 4Q: 3 clusters Score -30074.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -30105.753906 Penalty: 3074.445312
	Iteration 5Q: 3 clusters Score -30105.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -30110.203125 Penalty: 3074.445312
	Iteration 6Q: 3 clusters Score -30110.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -30110.203125 Penalty: 3074.445312
	Iteration 7F: 3 clusters Score -30110.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (8482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Entering Unmasked Estep 
Score: -1049577.625000 Penalty: 2243.333984
	Iteration 0F: 2 clusters Score -1049578 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -1042878.812500 Penalty: 4486.667969
	Iteration 0F: 3 clusters Score -1042879 nChanged 3437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -1044766.125000 Penalty: 4486.667969
	Iteration 1F: 3 clusters Score -1044766 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -1045101.812500 Penalty: 4486.667969
	Iteration 2F: 3 clusters Score -1045102 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -1045485.750000 Penalty: 4486.667969
	Iteration 3F: 3 clusters Score -1045486 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -1045970.500000 Penalty: 4486.667969
	Iteration 4F: 3 clusters Score -1045970 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -1046543.250000 Penalty: 4486.667969
	Iteration 5F: 3 clusters Score -1046543 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -1047278.625000 Penalty: 4486.667969
	Iteration 6F: 3 clusters Score -1047279 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -1047910.062500 Penalty: 4486.667969
	Iteration 7F: 3 clusters Score -1047910 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -1048361.437500 Penalty: 4486.667969
	Iteration 8F: 3 clusters Score -1048361 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -1048674.625000 Penalty: 4486.667969
	Iteration 9Q: 3 clusters Score -1048675 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -1048954.125000 Penalty: 4486.667969
	Iteration 10Q: 3 clusters Score -1048954 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -1049190.750000 Penalty: 4486.667969
	Iteration 11Q: 3 clusters Score -1049191 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -1049377.875000 Penalty: 4486.667969
	Iteration 12Q: 3 clusters Score -1049378 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -1049489.625000 Penalty: 4486.667969
	Iteration 13Q: 3 clusters Score -1049490 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -1049553.500000 Penalty: 4486.667969
	Iteration 14Q: 3 clusters Score -1049554 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -1049584.875000 Penalty: 4486.667969
	Iteration 15Q: 3 clusters Score -1049585 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -1049601.250000 Penalty: 4486.667969
	Iteration 16Q: 3 clusters Score -1049601 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -1049620.250000 Penalty: 4486.667969
	Iteration 17Q: 3 clusters Score -1049620 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -1049640.500000 Penalty: 4486.667969
	Iteration 18Q: 3 clusters Score -1049640 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -1049652.125000 Penalty: 4486.667969
	Iteration 19Q: 3 clusters Score -1049652 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -1049665.625000 Penalty: 4486.667969
	Iteration 20F: 3 clusters Score -1049666 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -1049673.375000 Penalty: 4486.667969
	Iteration 21Q: 3 clusters Score -1049673 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -1049683.250000 Penalty: 4486.667969
	Iteration 22Q: 3 clusters Score -1049683 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -1049686.250000 Penalty: 4486.667969
	Iteration 23Q: 3 clusters Score -1049686 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -1049689.875000 Penalty: 4486.667969
	Iteration 24Q: 3 clusters Score -1049690 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -1049693.625000 Penalty: 4486.667969
	Iteration 25Q: 3 clusters Score -1049694 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -1049695.000000 Penalty: 4486.667969
	Iteration 26Q: 3 clusters Score -1049695 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -1049696.375000 Penalty: 4486.667969
	Iteration 27Q: 3 clusters Score -1049696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -1049696.250000 Penalty: 4486.667969
	Iteration 28Q: 3 clusters Score -1049696 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -1049695.250000 Penalty: 4486.667969
	Iteration 29Q: 3 clusters Score -1049695 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -1049695.250000 Penalty: 4486.667969
	Iteration 30F: 3 clusters Score -1049695 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22856 members 
Mstep: Class 2 contains 8041 members 
Mstep: Class 3 contains 1102 members 
Mstep: Class 4 contains 223948 members 
Mstep: Class 5 contains 4132 members 
Mstep: Class 6 contains 2368 members 
Mstep: Class 7 contains 9405 members 
Mstep: Class 8 contains 14065 members 
Mstep: Class 9 contains 7500 members 
Mstep: Class 10 contains 27222 members 
Mstep: Class 11 contains 11586 members 
Mstep: Class 12 contains 969 members 
Mstep: Class 13 contains 3325 members 
Mstep: Class 14 contains 36129 members 
Mstep: Class 15 contains 181595 members 
Mstep: Class 16 contains 23122 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 10079 members 
Mstep: Class 19 contains 164641 members 
Mstep: Class 20 contains 55345 members 
Mstep: Class 21 contains 2332 members 
Mstep: Class 22 contains 692 members 
Mstep: Class 23 contains 4374 members 
Mstep: Class 24 contains 3156 members 
Mstep: Class 25 contains 38809 members 
Mstep: Class 26 contains 60564 members 
Mstep: Class 27 contains 28738 members 
Mstep: Class 28 contains 474 members 
Mstep: Class 29 contains 45291 members 
Mstep: Class 30 contains 11090 members 
Mstep: Class 31 contains 6502 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 3655 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 3407 members 
Mstep: Class 36 contains 8301 members 
Mstep: Class 37 contains 3969 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1835 members 
Mstep: Class 40 contains 19228 members 
Mstep: Class 41 contains 425 members 
Mstep: Class 42 contains 3024 members 
Mstep: Class 43 contains 4389 members 
Mstep: Class 44 contains 2354 members 
Mstep: Class 45 contains 21899 members 
Mstep: Class 46 contains 13116 members 
Mstep: Class 47 contains 305 members 
Mstep: Class 48 contains 8295 members 
Mstep: Class 49 contains 26889 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 1027 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 3100 members 
Mstep: Class 54 contains 976 members 
Mstep: Class 55 contains 4681 members 
Mstep: Class 56 contains 17268 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 285 members 
Mstep: Class 60 contains 4774 members 
Mstep: Class 61 contains 1767 members 
Mstep: Class 62 contains 1054 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 7792 members 
Mstep: Class 65 contains 501 members 
Mstep: Class 66 contains 667 members 
Mstep: Class 67 contains 2672 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 708 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 4827 members 
Entering Unmasked Estep 
Score: -147541568.000000 Penalty: 256707.609375
Splitting cluster 33 changes total score from -147542816.000000 to -147541568.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 34 (441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Entering Unmasked Estep 
Score: -62298.746094 Penalty: 1510.083130
	Iteration 0F: 2 clusters Score -62298.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -60916.082031 Penalty: 3020.166260
	Iteration 0F: 3 clusters Score -60916.08 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -61591.640625 Penalty: 3020.166260
	Iteration 1F: 3 clusters Score -61591.64 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -61954.472656 Penalty: 3020.166260
	Iteration 2F: 3 clusters Score -61954.47 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -62493.164062 Penalty: 3020.166260
	Iteration 3F: 3 clusters Score -62493.16 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -62654.941406 Penalty: 3020.166260
	Iteration 4Q: 3 clusters Score -62654.94 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -62748.023438 Penalty: 3020.166260
	Iteration 5Q: 3 clusters Score -62748.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -62890.996094 Penalty: 3020.166260
	Iteration 6Q: 3 clusters Score -62891 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -62903.882812 Penalty: 3020.166260
	Iteration 7Q: 3 clusters Score -62903.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -62916.320312 Penalty: 3020.166260
	Iteration 8Q: 3 clusters Score -62916.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -62926.671875 Penalty: 3020.166260
	Iteration 9Q: 3 clusters Score -62926.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -62935.007812 Penalty: 3020.166260
	Iteration 10Q: 3 clusters Score -62935.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -62935.007812 Penalty: 3020.166260
	Iteration 11F: 3 clusters Score -62935.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22856 members 
Mstep: Class 2 contains 8041 members 
Mstep: Class 3 contains 1102 members 
Mstep: Class 4 contains 223948 members 
Mstep: Class 5 contains 4132 members 
Mstep: Class 6 contains 2368 members 
Mstep: Class 7 contains 9405 members 
Mstep: Class 8 contains 14065 members 
Mstep: Class 9 contains 7500 members 
Mstep: Class 10 contains 27222 members 
Mstep: Class 11 contains 11586 members 
Mstep: Class 12 contains 969 members 
Mstep: Class 13 contains 3325 members 
Mstep: Class 14 contains 36129 members 
Mstep: Class 15 contains 181595 members 
Mstep: Class 16 contains 23122 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 10079 members 
Mstep: Class 19 contains 164641 members 
Mstep: Class 20 contains 55345 members 
Mstep: Class 21 contains 2332 members 
Mstep: Class 22 contains 692 members 
Mstep: Class 23 contains 4374 members 
Mstep: Class 24 contains 3156 members 
Mstep: Class 25 contains 38809 members 
Mstep: Class 26 contains 60564 members 
Mstep: Class 27 contains 28738 members 
Mstep: Class 28 contains 474 members 
Mstep: Class 29 contains 45291 members 
Mstep: Class 30 contains 11090 members 
Mstep: Class 31 contains 6502 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8482 members 
Mstep: Class 34 contains 231 members 
Mstep: Class 35 contains 3407 members 
Mstep: Class 36 contains 8301 members 
Mstep: Class 37 contains 3969 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1835 members 
Mstep: Class 40 contains 19228 members 
Mstep: Class 41 contains 425 members 
Mstep: Class 42 contains 3024 members 
Mstep: Class 43 contains 4389 members 
Mstep: Class 44 contains 2354 members 
Mstep: Class 45 contains 21899 members 
Mstep: Class 46 contains 13116 members 
Mstep: Class 47 contains 305 members 
Mstep: Class 48 contains 8295 members 
Mstep: Class 49 contains 26889 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 1027 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 3100 members 
Mstep: Class 54 contains 976 members 
Mstep: Class 55 contains 4681 members 
Mstep: Class 56 contains 17268 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 285 members 
Mstep: Class 60 contains 4774 members 
Mstep: Class 61 contains 1767 members 
Mstep: Class 62 contains 1054 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 7792 members 
Mstep: Class 65 contains 501 members 
Mstep: Class 66 contains 667 members 
Mstep: Class 67 contains 2672 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 708 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 210 members 
Entering Unmasked Estep 
Score: -147541472.000000 Penalty: 256707.609375
Splitting cluster 34 changes total score from -147542816.000000 to -147541472.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 35 (3407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Entering Unmasked Estep 
Score: -425115.625000 Penalty: 2017.129761
	Iteration 0F: 2 clusters Score -425115.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -421549.281250 Penalty: 4034.259521
	Iteration 0F: 3 clusters Score -421549.3 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -422302.937500 Penalty: 4034.259521
	Iteration 1F: 3 clusters Score -422302.9 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -422524.781250 Penalty: 4034.259521
	Iteration 2F: 3 clusters Score -422524.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -422647.593750 Penalty: 4034.259521
	Iteration 3F: 3 clusters Score -422647.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -422743.843750 Penalty: 4034.259521
	Iteration 4Q: 3 clusters Score -422743.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -422813.875000 Penalty: 4034.259521
	Iteration 5Q: 3 clusters Score -422813.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -422865.781250 Penalty: 4034.259521
	Iteration 6Q: 3 clusters Score -422865.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -422901.468750 Penalty: 4034.259521
	Iteration 7Q: 3 clusters Score -422901.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -422941.687500 Penalty: 4034.259521
	Iteration 8Q: 3 clusters Score -422941.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -422973.625000 Penalty: 4034.259521
	Iteration 9Q: 3 clusters Score -422973.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -422992.625000 Penalty: 4034.259521
	Iteration 10Q: 3 clusters Score -422992.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -423009.812500 Penalty: 4034.259521
	Iteration 11Q: 3 clusters Score -423009.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -423031.218750 Penalty: 4034.259521
	Iteration 12Q: 3 clusters Score -423031.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -423056.750000 Penalty: 4034.259521
	Iteration 13Q: 3 clusters Score -423056.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -423082.968750 Penalty: 4034.259521
	Iteration 14Q: 3 clusters Score -423083 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -423105.218750 Penalty: 4034.259521
	Iteration 15Q: 3 clusters Score -423105.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -423125.187500 Penalty: 4034.259521
	Iteration 16Q: 3 clusters Score -423125.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -423139.968750 Penalty: 4034.259521
	Iteration 17Q: 3 clusters Score -423140 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -423154.218750 Penalty: 4034.259521
	Iteration 18Q: 3 clusters Score -423154.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -423167.093750 Penalty: 4034.259521
	Iteration 19Q: 3 clusters Score -423167.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -423178.562500 Penalty: 4034.259521
	Iteration 20F: 3 clusters Score -423178.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -423190.156250 Penalty: 4034.259521
	Iteration 21Q: 3 clusters Score -423190.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -423201.687500 Penalty: 4034.259521
	Iteration 22Q: 3 clusters Score -423201.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -423212.125000 Penalty: 4034.259521
	Iteration 23Q: 3 clusters Score -423212.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -423219.125000 Penalty: 4034.259521
	Iteration 24Q: 3 clusters Score -423219.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -423226.187500 Penalty: 4034.259521
	Iteration 25Q: 3 clusters Score -423226.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -423229.937500 Penalty: 4034.259521
	Iteration 26Q: 3 clusters Score -423229.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -423232.375000 Penalty: 4034.259521
	Iteration 27Q: 3 clusters Score -423232.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -423234.343750 Penalty: 4034.259521
	Iteration 28Q: 3 clusters Score -423234.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -423234.968750 Penalty: 4034.259521
	Iteration 29Q: 3 clusters Score -423235 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -423236.312500 Penalty: 4034.259521
	Iteration 30Q: 3 clusters Score -423236.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -423237.187500 Penalty: 4034.259521
	Iteration 31Q: 3 clusters Score -423237.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -423238.406250 Penalty: 4034.259521
	Iteration 32Q: 3 clusters Score -423238.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -423240.843750 Penalty: 4034.259521
	Iteration 33Q: 3 clusters Score -423240.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -423243.218750 Penalty: 4034.259521
	Iteration 34Q: 3 clusters Score -423243.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -423243.812500 Penalty: 4034.259521
	Iteration 35Q: 3 clusters Score -423243.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -423245.750000 Penalty: 4034.259521
	Iteration 36Q: 3 clusters Score -423245.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -423248.437500 Penalty: 4034.259521
	Iteration 37Q: 3 clusters Score -423248.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -423251.156250 Penalty: 4034.259521
	Iteration 38Q: 3 clusters Score -423251.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -423252.250000 Penalty: 4034.259521
	Iteration 39Q: 3 clusters Score -423252.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -423253.437500 Penalty: 4034.259521
	Iteration 40F: 3 clusters Score -423253.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (8301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Entering Unmasked Estep 
Score: -936268.500000 Penalty: 2237.984375
	Iteration 0F: 2 clusters Score -936268.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -929730.375000 Penalty: 4475.968750
	Iteration 0F: 3 clusters Score -929730.4 nChanged 3295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -931611.875000 Penalty: 4475.968750
	Iteration 1F: 3 clusters Score -931611.9 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -932020.875000 Penalty: 4475.968750
	Iteration 2F: 3 clusters Score -932020.9 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -932331.750000 Penalty: 4475.968750
	Iteration 3F: 3 clusters Score -932331.8 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -932590.812500 Penalty: 4475.968750
	Iteration 4F: 3 clusters Score -932590.8 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -932822.375000 Penalty: 4475.968750
	Iteration 5Q: 3 clusters Score -932822.4 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -933033.125000 Penalty: 4475.968750
	Iteration 6Q: 3 clusters Score -933033.1 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -933207.750000 Penalty: 4475.968750
	Iteration 7Q: 3 clusters Score -933207.8 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -933362.687500 Penalty: 4475.968750
	Iteration 8Q: 3 clusters Score -933362.7 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -933516.312500 Penalty: 4475.968750
	Iteration 9Q: 3 clusters Score -933516.3 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -933657.625000 Penalty: 4475.968750
	Iteration 10Q: 3 clusters Score -933657.6 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -933792.687500 Penalty: 4475.968750
	Iteration 11Q: 3 clusters Score -933792.7 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -933920.625000 Penalty: 4475.968750
	Iteration 12Q: 3 clusters Score -933920.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -934040.437500 Penalty: 4475.968750
	Iteration 13Q: 3 clusters Score -934040.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -934149.812500 Penalty: 4475.968750
	Iteration 14Q: 3 clusters Score -934149.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -934230.062500 Penalty: 4475.968750
	Iteration 15Q: 3 clusters Score -934230.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -934300.375000 Penalty: 4475.968750
	Iteration 16Q: 3 clusters Score -934300.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -934365.000000 Penalty: 4475.968750
	Iteration 17Q: 3 clusters Score -934365 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -934424.812500 Penalty: 4475.968750
	Iteration 18Q: 3 clusters Score -934424.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -934474.937500 Penalty: 4475.968750
	Iteration 19Q: 3 clusters Score -934474.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -934537.500000 Penalty: 4475.968750
	Iteration 20F: 3 clusters Score -934537.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -934586.062500 Penalty: 4475.968750
	Iteration 21Q: 3 clusters Score -934586.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -934623.187500 Penalty: 4475.968750
	Iteration 22Q: 3 clusters Score -934623.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -934664.250000 Penalty: 4475.968750
	Iteration 23Q: 3 clusters Score -934664.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -934695.937500 Penalty: 4475.968750
	Iteration 24Q: 3 clusters Score -934695.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -934728.812500 Penalty: 4475.968750
	Iteration 25Q: 3 clusters Score -934728.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -934767.812500 Penalty: 4475.968750
	Iteration 26Q: 3 clusters Score -934767.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -934802.375000 Penalty: 4475.968750
	Iteration 27Q: 3 clusters Score -934802.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -934839.375000 Penalty: 4475.968750
	Iteration 28Q: 3 clusters Score -934839.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -934878.000000 Penalty: 4475.968750
	Iteration 29Q: 3 clusters Score -934878 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -934929.375000 Penalty: 4475.968750
	Iteration 30Q: 3 clusters Score -934929.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -934985.875000 Penalty: 4475.968750
	Iteration 31Q: 3 clusters Score -934985.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -935038.062500 Penalty: 4475.968750
	Iteration 32Q: 3 clusters Score -935038.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -935090.125000 Penalty: 4475.968750
	Iteration 33Q: 3 clusters Score -935090.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -935145.500000 Penalty: 4475.968750
	Iteration 34Q: 3 clusters Score -935145.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -935199.250000 Penalty: 4475.968750
	Iteration 35Q: 3 clusters Score -935199.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -935258.750000 Penalty: 4475.968750
	Iteration 36Q: 3 clusters Score -935258.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -935308.937500 Penalty: 4475.968750
	Iteration 37Q: 3 clusters Score -935308.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -935340.750000 Penalty: 4475.968750
	Iteration 38Q: 3 clusters Score -935340.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -935370.937500 Penalty: 4475.968750
	Iteration 39Q: 3 clusters Score -935370.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -935388.875000 Penalty: 4475.968750
	Iteration 40F: 3 clusters Score -935388.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -935404.437500 Penalty: 4475.968750
	Iteration 41Q: 3 clusters Score -935404.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -935421.625000 Penalty: 4475.968750
	Iteration 42Q: 3 clusters Score -935421.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -935433.687500 Penalty: 4475.968750
	Iteration 43Q: 3 clusters Score -935433.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -935444.125000 Penalty: 4475.968750
	Iteration 44Q: 3 clusters Score -935444.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -935452.000000 Penalty: 4475.968750
	Iteration 45Q: 3 clusters Score -935452 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -935460.312500 Penalty: 4475.968750
	Iteration 46Q: 3 clusters Score -935460.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -935469.250000 Penalty: 4475.968750
	Iteration 47Q: 3 clusters Score -935469.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -935478.187500 Penalty: 4475.968750
	Iteration 48Q: 3 clusters Score -935478.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -935487.187500 Penalty: 4475.968750
	Iteration 49Q: 3 clusters Score -935487.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -935493.875000 Penalty: 4475.968750
	Iteration 50Q: 3 clusters Score -935493.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -935497.812500 Penalty: 4475.968750
	Iteration 51Q: 3 clusters Score -935497.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -935502.687500 Penalty: 4475.968750
	Iteration 52Q: 3 clusters Score -935502.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -935507.250000 Penalty: 4475.968750
	Iteration 53Q: 3 clusters Score -935507.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -935511.000000 Penalty: 4475.968750
	Iteration 54Q: 3 clusters Score -935511 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -935515.812500 Penalty: 4475.968750
	Iteration 55Q: 3 clusters Score -935515.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -935518.937500 Penalty: 4475.968750
	Iteration 56Q: 3 clusters Score -935518.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -935529.437500 Penalty: 4475.968750
	Iteration 57Q: 3 clusters Score -935529.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -935539.187500 Penalty: 4475.968750
	Iteration 58Q: 3 clusters Score -935539.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -935547.875000 Penalty: 4475.968750
	Iteration 59Q: 3 clusters Score -935547.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -935559.312500 Penalty: 4475.968750
	Iteration 60F: 3 clusters Score -935559.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -935565.812500 Penalty: 4475.968750
	Iteration 61Q: 3 clusters Score -935565.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -935577.312500 Penalty: 4475.968750
	Iteration 62Q: 3 clusters Score -935577.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -935590.000000 Penalty: 4475.968750
	Iteration 63Q: 3 clusters Score -935590 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -935596.125000 Penalty: 4475.968750
	Iteration 64Q: 3 clusters Score -935596.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -935606.250000 Penalty: 4475.968750
	Iteration 65Q: 3 clusters Score -935606.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -935616.312500 Penalty: 4475.968750
	Iteration 66Q: 3 clusters Score -935616.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -935627.375000 Penalty: 4475.968750
	Iteration 67Q: 3 clusters Score -935627.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -935639.187500 Penalty: 4475.968750
	Iteration 68Q: 3 clusters Score -935639.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -935647.562500 Penalty: 4475.968750
	Iteration 69Q: 3 clusters Score -935647.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -935655.000000 Penalty: 4475.968750
	Iteration 70Q: 3 clusters Score -935655 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -935658.812500 Penalty: 4475.968750
	Iteration 71Q: 3 clusters Score -935658.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -935665.187500 Penalty: 4475.968750
	Iteration 72Q: 3 clusters Score -935665.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -935670.625000 Penalty: 4475.968750
	Iteration 73Q: 3 clusters Score -935670.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -935671.937500 Penalty: 4475.968750
	Iteration 74Q: 3 clusters Score -935671.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -935673.875000 Penalty: 4475.968750
	Iteration 75Q: 3 clusters Score -935673.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -935677.375000 Penalty: 4475.968750
	Iteration 76Q: 3 clusters Score -935677.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -935681.500000 Penalty: 4475.968750
	Iteration 77Q: 3 clusters Score -935681.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -935684.062500 Penalty: 4475.968750
	Iteration 78Q: 3 clusters Score -935684.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -935690.187500 Penalty: 4475.968750
	Iteration 79Q: 3 clusters Score -935690.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -935694.250000 Penalty: 4475.968750
	Iteration 80F: 3 clusters Score -935694.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -935701.937500 Penalty: 4475.968750
	Iteration 81Q: 3 clusters Score -935701.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -935708.062500 Penalty: 4475.968750
	Iteration 82Q: 3 clusters Score -935708.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -935714.562500 Penalty: 4475.968750
	Iteration 83Q: 3 clusters Score -935714.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -935718.812500 Penalty: 4475.968750
	Iteration 84Q: 3 clusters Score -935718.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -935724.062500 Penalty: 4475.968750
	Iteration 85Q: 3 clusters Score -935724.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -935727.187500 Penalty: 4475.968750
	Iteration 86Q: 3 clusters Score -935727.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -935732.937500 Penalty: 4475.968750
	Iteration 87Q: 3 clusters Score -935732.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -935735.562500 Penalty: 4475.968750
	Iteration 88Q: 3 clusters Score -935735.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -935737.500000 Penalty: 4475.968750
	Iteration 89Q: 3 clusters Score -935737.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -935738.812500 Penalty: 4475.968750
	Iteration 90Q: 3 clusters Score -935738.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -935738.562500 Penalty: 4475.968750
	Iteration 91Q: 3 clusters Score -935738.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -935738.562500 Penalty: 4475.968750
	Iteration 92F: 3 clusters Score -935738.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (3969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Entering Unmasked Estep 
Score: -498286.281250 Penalty: 2054.994873
	Iteration 0F: 2 clusters Score -498286.3 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 2001 members 
Entering Unmasked Estep 
Score: -494337.750000 Penalty: 4109.989746
	Iteration 0F: 3 clusters Score -494337.8 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -495236.906250 Penalty: 4109.989746
	Iteration 1F: 3 clusters Score -495236.9 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -495430.406250 Penalty: 4109.989746
	Iteration 2F: 3 clusters Score -495430.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -495582.281250 Penalty: 4109.989746
	Iteration 3F: 3 clusters Score -495582.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -495690.156250 Penalty: 4109.989746
	Iteration 4Q: 3 clusters Score -495690.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -495782.500000 Penalty: 4109.989746
	Iteration 5Q: 3 clusters Score -495782.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -495873.937500 Penalty: 4109.989746
	Iteration 6Q: 3 clusters Score -495873.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -495956.687500 Penalty: 4109.989746
	Iteration 7Q: 3 clusters Score -495956.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -496011.687500 Penalty: 4109.989746
	Iteration 8Q: 3 clusters Score -496011.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -496054.750000 Penalty: 4109.989746
	Iteration 9Q: 3 clusters Score -496054.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -496094.312500 Penalty: 4109.989746
	Iteration 10Q: 3 clusters Score -496094.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -496115.468750 Penalty: 4109.989746
	Iteration 11Q: 3 clusters Score -496115.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -496143.343750 Penalty: 4109.989746
	Iteration 12Q: 3 clusters Score -496143.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -496174.875000 Penalty: 4109.989746
	Iteration 13Q: 3 clusters Score -496174.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -496202.187500 Penalty: 4109.989746
	Iteration 14Q: 3 clusters Score -496202.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -496222.312500 Penalty: 4109.989746
	Iteration 15Q: 3 clusters Score -496222.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -496241.718750 Penalty: 4109.989746
	Iteration 16Q: 3 clusters Score -496241.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -496264.875000 Penalty: 4109.989746
	Iteration 17Q: 3 clusters Score -496264.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -496282.687500 Penalty: 4109.989746
	Iteration 18Q: 3 clusters Score -496282.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -496297.906250 Penalty: 4109.989746
	Iteration 19Q: 3 clusters Score -496297.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -496312.593750 Penalty: 4109.989746
	Iteration 20F: 3 clusters Score -496312.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -496327.187500 Penalty: 4109.989746
	Iteration 21Q: 3 clusters Score -496327.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -496342.843750 Penalty: 4109.989746
	Iteration 22Q: 3 clusters Score -496342.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -496350.156250 Penalty: 4109.989746
	Iteration 23Q: 3 clusters Score -496350.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -496356.343750 Penalty: 4109.989746
	Iteration 24Q: 3 clusters Score -496356.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -496361.968750 Penalty: 4109.989746
	Iteration 25Q: 3 clusters Score -496362 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -496367.312500 Penalty: 4109.989746
	Iteration 26Q: 3 clusters Score -496367.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -496372.375000 Penalty: 4109.989746
	Iteration 27Q: 3 clusters Score -496372.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -496375.906250 Penalty: 4109.989746
	Iteration 28Q: 3 clusters Score -496375.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -496380.187500 Penalty: 4109.989746
	Iteration 29Q: 3 clusters Score -496380.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -496381.218750 Penalty: 4109.989746
	Iteration 30Q: 3 clusters Score -496381.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -496384.031250 Penalty: 4109.989746
	Iteration 31Q: 3 clusters Score -496384 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -496387.781250 Penalty: 4109.989746
	Iteration 32Q: 3 clusters Score -496387.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -496394.062500 Penalty: 4109.989746
	Iteration 33Q: 3 clusters Score -496394.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -496401.125000 Penalty: 4109.989746
	Iteration 34Q: 3 clusters Score -496401.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -496410.437500 Penalty: 4109.989746
	Iteration 35Q: 3 clusters Score -496410.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -496415.875000 Penalty: 4109.989746
	Iteration 36Q: 3 clusters Score -496415.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -496423.312500 Penalty: 4109.989746
	Iteration 37Q: 3 clusters Score -496423.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -496432.937500 Penalty: 4109.989746
	Iteration 38Q: 3 clusters Score -496432.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -496440.906250 Penalty: 4109.989746
	Iteration 39Q: 3 clusters Score -496440.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -496452.781250 Penalty: 4109.989746
	Iteration 40F: 3 clusters Score -496452.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -496465.250000 Penalty: 4109.989746
	Iteration 41Q: 3 clusters Score -496465.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -496471.312500 Penalty: 4109.989746
	Iteration 42Q: 3 clusters Score -496471.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -496476.593750 Penalty: 4109.989746
	Iteration 43Q: 3 clusters Score -496476.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -496483.187500 Penalty: 4109.989746
	Iteration 44Q: 3 clusters Score -496483.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -496494.531250 Penalty: 4109.989746
	Iteration 45Q: 3 clusters Score -496494.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -496504.906250 Penalty: 4109.989746
	Iteration 46Q: 3 clusters Score -496504.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -496513.718750 Penalty: 4109.989746
	Iteration 47Q: 3 clusters Score -496513.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -496526.750000 Penalty: 4109.989746
	Iteration 48Q: 3 clusters Score -496526.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -496539.312500 Penalty: 4109.989746
	Iteration 49Q: 3 clusters Score -496539.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -496545.937500 Penalty: 4109.989746
	Iteration 50Q: 3 clusters Score -496545.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -496561.250000 Penalty: 4109.989746
	Iteration 51Q: 3 clusters Score -496561.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -496580.750000 Penalty: 4109.989746
	Iteration 52Q: 3 clusters Score -496580.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -496600.062500 Penalty: 4109.989746
	Iteration 53Q: 3 clusters Score -496600.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -496613.531250 Penalty: 4109.989746
	Iteration 54Q: 3 clusters Score -496613.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -496631.500000 Penalty: 4109.989746
	Iteration 55Q: 3 clusters Score -496631.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -496648.218750 Penalty: 4109.989746
	Iteration 56Q: 3 clusters Score -496648.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -496666.500000 Penalty: 4109.989746
	Iteration 57Q: 3 clusters Score -496666.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -496688.750000 Penalty: 4109.989746
	Iteration 58Q: 3 clusters Score -496688.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -496704.812500 Penalty: 4109.989746
	Iteration 59Q: 3 clusters Score -496704.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -496717.968750 Penalty: 4109.989746
	Iteration 60F: 3 clusters Score -496718 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -496734.031250 Penalty: 4109.989746
	Iteration 61Q: 3 clusters Score -496734 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -496749.437500 Penalty: 4109.989746
	Iteration 62Q: 3 clusters Score -496749.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -496766.343750 Penalty: 4109.989746
	Iteration 63Q: 3 clusters Score -496766.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -496775.437500 Penalty: 4109.989746
	Iteration 64Q: 3 clusters Score -496775.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -496780.968750 Penalty: 4109.989746
	Iteration 65Q: 3 clusters Score -496781 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -496785.125000 Penalty: 4109.989746
	Iteration 66Q: 3 clusters Score -496785.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -496788.500000 Penalty: 4109.989746
	Iteration 67Q: 3 clusters Score -496788.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -496789.937500 Penalty: 4109.989746
	Iteration 68Q: 3 clusters Score -496789.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -496790.500000 Penalty: 4109.989746
	Iteration 69Q: 3 clusters Score -496790.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -496793.562500 Penalty: 4109.989746
	Iteration 70Q: 3 clusters Score -496793.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -496795.250000 Penalty: 4109.989746
	Iteration 71Q: 3 clusters Score -496795.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -496797.812500 Penalty: 4109.989746
	Iteration 72Q: 3 clusters Score -496797.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -496798.843750 Penalty: 4109.989746
	Iteration 73Q: 3 clusters Score -496798.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -496800.156250 Penalty: 4109.989746
	Iteration 74Q: 3 clusters Score -496800.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -496801.687500 Penalty: 4109.989746
	Iteration 75Q: 3 clusters Score -496801.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -496802.031250 Penalty: 4109.989746
	Iteration 76Q: 3 clusters Score -496802 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -496802.687500 Penalty: 4109.989746
	Iteration 77Q: 3 clusters Score -496802.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -496802.687500 Penalty: 4109.989746
	Iteration 78F: 3 clusters Score -496802.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Entering Unmasked Estep 
Score: -55123.515625 Penalty: 1498.572998
	Iteration 0F: 2 clusters Score -55123.52 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 211 members 
Entering Unmasked Estep 
Score: -53794.007812 Penalty: 2997.145996
	Iteration 0F: 3 clusters Score -53794.01 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -54680.570312 Penalty: 2997.145996
	Iteration 1F: 3 clusters Score -54680.57 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -55289.378906 Penalty: 2997.145996
	Iteration 2F: 3 clusters Score -55289.38 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -55565.691406 Penalty: 2997.145996
	Iteration 3Q: 3 clusters Score -55565.69 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -55684.195312 Penalty: 2997.145996
	Iteration 4Q: 3 clusters Score -55684.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -55767.968750 Penalty: 2997.145996
	Iteration 5Q: 3 clusters Score -55767.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -55767.550781 Penalty: 2997.145996
	Iteration 6Q: 3 clusters Score -55767.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -55778.441406 Penalty: 2997.145996
	Iteration 7Q: 3 clusters Score -55778.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -55778.441406 Penalty: 2997.145996
	Iteration 8F: 3 clusters Score -55778.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22856 members 
Mstep: Class 2 contains 8041 members 
Mstep: Class 3 contains 1102 members 
Mstep: Class 4 contains 223948 members 
Mstep: Class 5 contains 4132 members 
Mstep: Class 6 contains 2368 members 
Mstep: Class 7 contains 9405 members 
Mstep: Class 8 contains 14065 members 
Mstep: Class 9 contains 7500 members 
Mstep: Class 10 contains 27222 members 
Mstep: Class 11 contains 11586 members 
Mstep: Class 12 contains 969 members 
Mstep: Class 13 contains 3325 members 
Mstep: Class 14 contains 36129 members 
Mstep: Class 15 contains 181595 members 
Mstep: Class 16 contains 23122 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 10079 members 
Mstep: Class 19 contains 164641 members 
Mstep: Class 20 contains 55345 members 
Mstep: Class 21 contains 2332 members 
Mstep: Class 22 contains 692 members 
Mstep: Class 23 contains 4374 members 
Mstep: Class 24 contains 3156 members 
Mstep: Class 25 contains 38809 members 
Mstep: Class 26 contains 60564 members 
Mstep: Class 27 contains 28738 members 
Mstep: Class 28 contains 474 members 
Mstep: Class 29 contains 45291 members 
Mstep: Class 30 contains 11090 members 
Mstep: Class 31 contains 6502 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8482 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 3407 members 
Mstep: Class 36 contains 8301 members 
Mstep: Class 37 contains 3969 members 
Mstep: Class 38 contains 181 members 
Mstep: Class 39 contains 1835 members 
Mstep: Class 40 contains 19228 members 
Mstep: Class 41 contains 425 members 
Mstep: Class 42 contains 3024 members 
Mstep: Class 43 contains 4389 members 
Mstep: Class 44 contains 2354 members 
Mstep: Class 45 contains 21899 members 
Mstep: Class 46 contains 13116 members 
Mstep: Class 47 contains 305 members 
Mstep: Class 48 contains 8295 members 
Mstep: Class 49 contains 26889 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 1027 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 3100 members 
Mstep: Class 54 contains 976 members 
Mstep: Class 55 contains 4681 members 
Mstep: Class 56 contains 17268 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 285 members 
Mstep: Class 60 contains 4774 members 
Mstep: Class 61 contains 1767 members 
Mstep: Class 62 contains 1054 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 7792 members 
Mstep: Class 65 contains 501 members 
Mstep: Class 66 contains 667 members 
Mstep: Class 67 contains 2672 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 708 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 240 members 
Entering Unmasked Estep 
Score: -147541568.000000 Penalty: 256707.609375
Splitting cluster 38 changes total score from -147542816.000000 to -147541568.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 39 (1835 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Entering Unmasked Estep 
Score: -232600.843750 Penalty: 1863.670288
	Iteration 0F: 2 clusters Score -232600.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -230107.671875 Penalty: 3727.340576
	Iteration 0F: 3 clusters Score -230107.7 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -230582.046875 Penalty: 3727.340576
	Iteration 1F: 3 clusters Score -230582 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -230690.593750 Penalty: 3727.340576
	Iteration 2F: 3 clusters Score -230690.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -230735.453125 Penalty: 3727.340576
	Iteration 3Q: 3 clusters Score -230735.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -230759.015625 Penalty: 3727.340576
	Iteration 4Q: 3 clusters Score -230759 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -230773.203125 Penalty: 3727.340576
	Iteration 5Q: 3 clusters Score -230773.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -230783.296875 Penalty: 3727.340576
	Iteration 6Q: 3 clusters Score -230783.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -230794.140625 Penalty: 3727.340576
	Iteration 7Q: 3 clusters Score -230794.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -230796.828125 Penalty: 3727.340576
	Iteration 8Q: 3 clusters Score -230796.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -230797.125000 Penalty: 3727.340576
	Iteration 9Q: 3 clusters Score -230797.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -230797.984375 Penalty: 3727.340576
	Iteration 10Q: 3 clusters Score -230798 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -230800.078125 Penalty: 3727.340576
	Iteration 11Q: 3 clusters Score -230800.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -230801.296875 Penalty: 3727.340576
	Iteration 12Q: 3 clusters Score -230801.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -230802.265625 Penalty: 3727.340576
	Iteration 13Q: 3 clusters Score -230802.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -230805.031250 Penalty: 3727.340576
	Iteration 14Q: 3 clusters Score -230805 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -230808.921875 Penalty: 3727.340576
	Iteration 15Q: 3 clusters Score -230808.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -230808.921875 Penalty: 3727.340576
	Iteration 16Q: 3 clusters Score -230808.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -230809.375000 Penalty: 3727.340576
	Iteration 17Q: 3 clusters Score -230809.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -230809.375000 Penalty: 3727.340576
	Iteration 18F: 3 clusters Score -230809.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (19228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19228 members 
Entering Unmasked Estep 
Score: -2548174.750000 Penalty: 2446.302246
	Iteration 0F: 2 clusters Score -2548175 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -2534662.500000 Penalty: 4892.604492
	Iteration 0F: 3 clusters Score -2534662 nChanged 8402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -2539056.000000 Penalty: 4892.604492
	Iteration 1F: 3 clusters Score -2539056 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10739 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -2539407.750000 Penalty: 4892.604492
	Iteration 2F: 3 clusters Score -2539408 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11258 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -2539775.500000 Penalty: 4892.604492
	Iteration 3Q: 3 clusters Score -2539776 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11915 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -2540173.500000 Penalty: 4892.604492
	Iteration 4Q: 3 clusters Score -2540174 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12690 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -2540627.750000 Penalty: 4892.604492
	Iteration 5Q: 3 clusters Score -2540628 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13635 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -2541245.750000 Penalty: 4892.604492
	Iteration 6F: 3 clusters Score -2541246 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14758 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -2542097.250000 Penalty: 4892.604492
	Iteration 7F: 3 clusters Score -2542097 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15955 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -2543141.250000 Penalty: 4892.604492
	Iteration 8F: 3 clusters Score -2543141 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17100 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -2544212.250000 Penalty: 4892.604492
	Iteration 9F: 3 clusters Score -2544212 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17916 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -2544975.750000 Penalty: 4892.604492
	Iteration 10Q: 3 clusters Score -2544976 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18402 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -2545450.750000 Penalty: 4892.604492
	Iteration 11Q: 3 clusters Score -2545451 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18635 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -2545686.000000 Penalty: 4892.604492
	Iteration 12Q: 3 clusters Score -2545686 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18743 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -2545810.250000 Penalty: 4892.604492
	Iteration 13Q: 3 clusters Score -2545810 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18802 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -2545874.000000 Penalty: 4892.604492
	Iteration 14Q: 3 clusters Score -2545874 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18839 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -2545918.250000 Penalty: 4892.604492
	Iteration 15Q: 3 clusters Score -2545918 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18864 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -2545955.250000 Penalty: 4892.604492
	Iteration 16Q: 3 clusters Score -2545955 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18885 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -2545992.000000 Penalty: 4892.604492
	Iteration 17Q: 3 clusters Score -2545992 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18898 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -2546013.750000 Penalty: 4892.604492
	Iteration 18Q: 3 clusters Score -2546014 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18914 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -2546030.500000 Penalty: 4892.604492
	Iteration 19Q: 3 clusters Score -2546030 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18921 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -2546039.250000 Penalty: 4892.604492
	Iteration 20F: 3 clusters Score -2546039 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18927 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -2546046.750000 Penalty: 4892.604492
	Iteration 21Q: 3 clusters Score -2546047 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18930 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -2546058.000000 Penalty: 4892.604492
	Iteration 22Q: 3 clusters Score -2546058 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18933 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -2546065.500000 Penalty: 4892.604492
	Iteration 23Q: 3 clusters Score -2546066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18934 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -2546066.500000 Penalty: 4892.604492
	Iteration 24Q: 3 clusters Score -2546066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18935 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -2546070.500000 Penalty: 4892.604492
	Iteration 25Q: 3 clusters Score -2546070 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18934 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -2546070.750000 Penalty: 4892.604492
	Iteration 26Q: 3 clusters Score -2546071 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18935 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -2546071.500000 Penalty: 4892.604492
	Iteration 27Q: 3 clusters Score -2546072 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18936 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -2546073.500000 Penalty: 4892.604492
	Iteration 28Q: 3 clusters Score -2546074 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18936 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -2546073.500000 Penalty: 4892.604492
	Iteration 29F: 3 clusters Score -2546074 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Entering Unmasked Estep 
Score: -38390.652344 Penalty: 1500.918091
	Iteration 0F: 2 clusters Score -38390.65 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 197 members 
Entering Unmasked Estep 
Score: -37094.039062 Penalty: 3001.836182
	Iteration 0F: 3 clusters Score -37094.04 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -37329.054688 Penalty: 3001.836182
	Iteration 1F: 3 clusters Score -37329.05 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -37513.292969 Penalty: 3001.836182
	Iteration 2F: 3 clusters Score -37513.29 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -37773.695312 Penalty: 3001.836182
	Iteration 3F: 3 clusters Score -37773.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -37984.566406 Penalty: 3001.836182
	Iteration 4Q: 3 clusters Score -37984.57 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -38051.718750 Penalty: 3001.836182
	Iteration 5Q: 3 clusters Score -38051.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -38100.378906 Penalty: 3001.836182
	Iteration 6Q: 3 clusters Score -38100.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -38119.929688 Penalty: 3001.836182
	Iteration 7Q: 3 clusters Score -38119.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -38134.328125 Penalty: 3001.836182
	Iteration 8Q: 3 clusters Score -38134.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -38158.843750 Penalty: 3001.836182
	Iteration 9Q: 3 clusters Score -38158.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -38169.492188 Penalty: 3001.836182
	Iteration 10Q: 3 clusters Score -38169.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -38174.925781 Penalty: 3001.836182
	Iteration 11Q: 3 clusters Score -38174.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -38213.160156 Penalty: 3001.836182
	Iteration 12Q: 3 clusters Score -38213.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -38240.910156 Penalty: 3001.836182
	Iteration 13Q: 3 clusters Score -38240.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -38260.921875 Penalty: 3001.836182
	Iteration 14Q: 3 clusters Score -38260.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -38280.968750 Penalty: 3001.836182
	Iteration 15Q: 3 clusters Score -38280.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -38285.285156 Penalty: 3001.836182
	Iteration 16Q: 3 clusters Score -38285.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -38288.218750 Penalty: 3001.836182
	Iteration 17Q: 3 clusters Score -38288.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -38309.425781 Penalty: 3001.836182
	Iteration 18Q: 3 clusters Score -38309.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -38324.230469 Penalty: 3001.836182
	Iteration 19Q: 3 clusters Score -38324.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -38334.347656 Penalty: 3001.836182
	Iteration 20F: 3 clusters Score -38334.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -38364.085938 Penalty: 3001.836182
	Iteration 21Q: 3 clusters Score -38364.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -38382.359375 Penalty: 3001.836182
	Iteration 22Q: 3 clusters Score -38382.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -38393.625000 Penalty: 3001.836182
	Iteration 23Q: 3 clusters Score -38393.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -38402.265625 Penalty: 3001.836182
	Iteration 24Q: 3 clusters Score -38402.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -38402.265625 Penalty: 3001.836182
	Iteration 25F: 3 clusters Score -38402.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22856 members 
Mstep: Class 2 contains 8041 members 
Mstep: Class 3 contains 1102 members 
Mstep: Class 4 contains 223948 members 
Mstep: Class 5 contains 4132 members 
Mstep: Class 6 contains 2368 members 
Mstep: Class 7 contains 9405 members 
Mstep: Class 8 contains 14065 members 
Mstep: Class 9 contains 7500 members 
Mstep: Class 10 contains 27222 members 
Mstep: Class 11 contains 11586 members 
Mstep: Class 12 contains 969 members 
Mstep: Class 13 contains 3325 members 
Mstep: Class 14 contains 36129 members 
Mstep: Class 15 contains 181595 members 
Mstep: Class 16 contains 23122 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 10079 members 
Mstep: Class 19 contains 164641 members 
Mstep: Class 20 contains 55345 members 
Mstep: Class 21 contains 2332 members 
Mstep: Class 22 contains 692 members 
Mstep: Class 23 contains 4374 members 
Mstep: Class 24 contains 3156 members 
Mstep: Class 25 contains 38809 members 
Mstep: Class 26 contains 60564 members 
Mstep: Class 27 contains 28738 members 
Mstep: Class 28 contains 474 members 
Mstep: Class 29 contains 45291 members 
Mstep: Class 30 contains 11090 members 
Mstep: Class 31 contains 6502 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8482 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 3407 members 
Mstep: Class 36 contains 8301 members 
Mstep: Class 37 contains 3969 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1835 members 
Mstep: Class 40 contains 19228 members 
Mstep: Class 41 contains 183 members 
Mstep: Class 42 contains 3024 members 
Mstep: Class 43 contains 4389 members 
Mstep: Class 44 contains 2354 members 
Mstep: Class 45 contains 21899 members 
Mstep: Class 46 contains 13116 members 
Mstep: Class 47 contains 305 members 
Mstep: Class 48 contains 8295 members 
Mstep: Class 49 contains 26889 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 1027 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 3100 members 
Mstep: Class 54 contains 976 members 
Mstep: Class 55 contains 4681 members 
Mstep: Class 56 contains 17268 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 285 members 
Mstep: Class 60 contains 4774 members 
Mstep: Class 61 contains 1767 members 
Mstep: Class 62 contains 1054 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 7792 members 
Mstep: Class 65 contains 501 members 
Mstep: Class 66 contains 667 members 
Mstep: Class 67 contains 2672 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 708 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 242 members 
Entering Unmasked Estep 
Score: -147541008.000000 Penalty: 256707.609375
Splitting cluster 41 changes total score from -147542816.000000 to -147541008.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 42 (3024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Entering Unmasked Estep 
Score: -378974.562500 Penalty: 1987.555176
	Iteration 0F: 2 clusters Score -378974.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -375773.218750 Penalty: 3975.110352
	Iteration 0F: 3 clusters Score -375773.2 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -376396.218750 Penalty: 3975.110352
	Iteration 1F: 3 clusters Score -376396.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -376513.281250 Penalty: 3975.110352
	Iteration 2F: 3 clusters Score -376513.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -376569.968750 Penalty: 3975.110352
	Iteration 3Q: 3 clusters Score -376570 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -376616.843750 Penalty: 3975.110352
	Iteration 4Q: 3 clusters Score -376616.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -376652.187500 Penalty: 3975.110352
	Iteration 5Q: 3 clusters Score -376652.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -376680.437500 Penalty: 3975.110352
	Iteration 6Q: 3 clusters Score -376680.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -376709.062500 Penalty: 3975.110352
	Iteration 7Q: 3 clusters Score -376709.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -376733.937500 Penalty: 3975.110352
	Iteration 8Q: 3 clusters Score -376733.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -376751.437500 Penalty: 3975.110352
	Iteration 9Q: 3 clusters Score -376751.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -376767.000000 Penalty: 3975.110352
	Iteration 10Q: 3 clusters Score -376767 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -376786.687500 Penalty: 3975.110352
	Iteration 11Q: 3 clusters Score -376786.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -376800.250000 Penalty: 3975.110352
	Iteration 12Q: 3 clusters Score -376800.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -376809.750000 Penalty: 3975.110352
	Iteration 13Q: 3 clusters Score -376809.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -376817.812500 Penalty: 3975.110352
	Iteration 14Q: 3 clusters Score -376817.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -376822.031250 Penalty: 3975.110352
	Iteration 15Q: 3 clusters Score -376822 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -376829.468750 Penalty: 3975.110352
	Iteration 16Q: 3 clusters Score -376829.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -376837.625000 Penalty: 3975.110352
	Iteration 17Q: 3 clusters Score -376837.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -376844.031250 Penalty: 3975.110352
	Iteration 18Q: 3 clusters Score -376844 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -376856.906250 Penalty: 3975.110352
	Iteration 19Q: 3 clusters Score -376856.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -376873.937500 Penalty: 3975.110352
	Iteration 20F: 3 clusters Score -376873.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -376892.312500 Penalty: 3975.110352
	Iteration 21Q: 3 clusters Score -376892.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -376910.156250 Penalty: 3975.110352
	Iteration 22Q: 3 clusters Score -376910.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -376926.812500 Penalty: 3975.110352
	Iteration 23Q: 3 clusters Score -376926.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -376944.656250 Penalty: 3975.110352
	Iteration 24Q: 3 clusters Score -376944.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -376960.031250 Penalty: 3975.110352
	Iteration 25Q: 3 clusters Score -376960 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -376976.125000 Penalty: 3975.110352
	Iteration 26Q: 3 clusters Score -376976.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -376993.281250 Penalty: 3975.110352
	Iteration 27Q: 3 clusters Score -376993.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -377009.500000 Penalty: 3975.110352
	Iteration 28Q: 3 clusters Score -377009.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -377022.937500 Penalty: 3975.110352
	Iteration 29Q: 3 clusters Score -377022.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -377039.562500 Penalty: 3975.110352
	Iteration 30Q: 3 clusters Score -377039.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -377057.812500 Penalty: 3975.110352
	Iteration 31Q: 3 clusters Score -377057.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -377077.656250 Penalty: 3975.110352
	Iteration 32Q: 3 clusters Score -377077.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -377096.875000 Penalty: 3975.110352
	Iteration 33Q: 3 clusters Score -377096.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -377114.125000 Penalty: 3975.110352
	Iteration 34Q: 3 clusters Score -377114.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -377133.812500 Penalty: 3975.110352
	Iteration 35Q: 3 clusters Score -377133.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -377152.218750 Penalty: 3975.110352
	Iteration 36Q: 3 clusters Score -377152.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -377163.968750 Penalty: 3975.110352
	Iteration 37Q: 3 clusters Score -377164 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -377184.781250 Penalty: 3975.110352
	Iteration 38Q: 3 clusters Score -377184.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -377204.750000 Penalty: 3975.110352
	Iteration 39Q: 3 clusters Score -377204.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -377224.250000 Penalty: 3975.110352
	Iteration 40F: 3 clusters Score -377224.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -377240.218750 Penalty: 3975.110352
	Iteration 41Q: 3 clusters Score -377240.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -377252.593750 Penalty: 3975.110352
	Iteration 42Q: 3 clusters Score -377252.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -377266.281250 Penalty: 3975.110352
	Iteration 43Q: 3 clusters Score -377266.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -377276.968750 Penalty: 3975.110352
	Iteration 44Q: 3 clusters Score -377277 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -377286.125000 Penalty: 3975.110352
	Iteration 45Q: 3 clusters Score -377286.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -377290.843750 Penalty: 3975.110352
	Iteration 46Q: 3 clusters Score -377290.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -377295.937500 Penalty: 3975.110352
	Iteration 47Q: 3 clusters Score -377295.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -377300.625000 Penalty: 3975.110352
	Iteration 48Q: 3 clusters Score -377300.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -377303.718750 Penalty: 3975.110352
	Iteration 49Q: 3 clusters Score -377303.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -377308.656250 Penalty: 3975.110352
	Iteration 50Q: 3 clusters Score -377308.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -377311.531250 Penalty: 3975.110352
	Iteration 51Q: 3 clusters Score -377311.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -377313.250000 Penalty: 3975.110352
	Iteration 52Q: 3 clusters Score -377313.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -377314.343750 Penalty: 3975.110352
	Iteration 53Q: 3 clusters Score -377314.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -377316.156250 Penalty: 3975.110352
	Iteration 54Q: 3 clusters Score -377316.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -377316.156250 Penalty: 3975.110352
	Iteration 55F: 3 clusters Score -377316.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (4389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Entering Unmasked Estep 
Score: -534488.125000 Penalty: 2079.940430
	Iteration 0F: 2 clusters Score -534488.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -530385.187500 Penalty: 4159.880859
	Iteration 0F: 3 clusters Score -530385.2 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -531439.625000 Penalty: 4159.880859
	Iteration 1F: 3 clusters Score -531439.6 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -531768.937500 Penalty: 4159.880859
	Iteration 2F: 3 clusters Score -531768.9 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -532086.750000 Penalty: 4159.880859
	Iteration 3F: 3 clusters Score -532086.8 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -532310.812500 Penalty: 4159.880859
	Iteration 4F: 3 clusters Score -532310.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -532481.375000 Penalty: 4159.880859
	Iteration 5Q: 3 clusters Score -532481.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -532606.500000 Penalty: 4159.880859
	Iteration 6Q: 3 clusters Score -532606.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -532732.562500 Penalty: 4159.880859
	Iteration 7Q: 3 clusters Score -532732.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -532832.500000 Penalty: 4159.880859
	Iteration 8Q: 3 clusters Score -532832.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -532917.812500 Penalty: 4159.880859
	Iteration 9Q: 3 clusters Score -532917.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -532977.437500 Penalty: 4159.880859
	Iteration 10Q: 3 clusters Score -532977.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -533023.875000 Penalty: 4159.880859
	Iteration 11Q: 3 clusters Score -533023.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -533061.562500 Penalty: 4159.880859
	Iteration 12Q: 3 clusters Score -533061.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -533092.750000 Penalty: 4159.880859
	Iteration 13Q: 3 clusters Score -533092.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -533119.875000 Penalty: 4159.880859
	Iteration 14Q: 3 clusters Score -533119.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -533141.000000 Penalty: 4159.880859
	Iteration 15Q: 3 clusters Score -533141 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -533158.312500 Penalty: 4159.880859
	Iteration 16Q: 3 clusters Score -533158.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -533174.125000 Penalty: 4159.880859
	Iteration 17Q: 3 clusters Score -533174.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -533184.937500 Penalty: 4159.880859
	Iteration 18Q: 3 clusters Score -533184.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -533193.250000 Penalty: 4159.880859
	Iteration 19Q: 3 clusters Score -533193.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -533200.125000 Penalty: 4159.880859
	Iteration 20F: 3 clusters Score -533200.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -533205.312500 Penalty: 4159.880859
	Iteration 21Q: 3 clusters Score -533205.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -533212.500000 Penalty: 4159.880859
	Iteration 22Q: 3 clusters Score -533212.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -533216.750000 Penalty: 4159.880859
	Iteration 23Q: 3 clusters Score -533216.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -533219.937500 Penalty: 4159.880859
	Iteration 24Q: 3 clusters Score -533219.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -533223.437500 Penalty: 4159.880859
	Iteration 25Q: 3 clusters Score -533223.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -533229.625000 Penalty: 4159.880859
	Iteration 26Q: 3 clusters Score -533229.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -533237.562500 Penalty: 4159.880859
	Iteration 27Q: 3 clusters Score -533237.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -533246.437500 Penalty: 4159.880859
	Iteration 28Q: 3 clusters Score -533246.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -533256.312500 Penalty: 4159.880859
	Iteration 29Q: 3 clusters Score -533256.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -533266.375000 Penalty: 4159.880859
	Iteration 30Q: 3 clusters Score -533266.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -533274.125000 Penalty: 4159.880859
	Iteration 31Q: 3 clusters Score -533274.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -533281.062500 Penalty: 4159.880859
	Iteration 32Q: 3 clusters Score -533281.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -533284.625000 Penalty: 4159.880859
	Iteration 33Q: 3 clusters Score -533284.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -533288.062500 Penalty: 4159.880859
	Iteration 34Q: 3 clusters Score -533288.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -533290.375000 Penalty: 4159.880859
	Iteration 35Q: 3 clusters Score -533290.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -533292.250000 Penalty: 4159.880859
	Iteration 36Q: 3 clusters Score -533292.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -533293.250000 Penalty: 4159.880859
	Iteration 37Q: 3 clusters Score -533293.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -533295.625000 Penalty: 4159.880859
	Iteration 38Q: 3 clusters Score -533295.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -533296.562500 Penalty: 4159.880859
	Iteration 39Q: 3 clusters Score -533296.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -533297.375000 Penalty: 4159.880859
	Iteration 40F: 3 clusters Score -533297.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -533299.125000 Penalty: 4159.880859
	Iteration 41Q: 3 clusters Score -533299.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -533299.125000 Penalty: 4159.880859
	Iteration 42F: 3 clusters Score -533299.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (2354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Entering Unmasked Estep 
Score: -324625.187500 Penalty: 1925.440063
	Iteration 0F: 2 clusters Score -324625.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -321986.343750 Penalty: 3850.880127
	Iteration 0F: 3 clusters Score -321986.3 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -324030.718750 Penalty: 3850.880127
	Iteration 1F: 3 clusters Score -324030.7 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -324837.843750 Penalty: 3850.880127
	Iteration 2F: 3 clusters Score -324837.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -325209.031250 Penalty: 3850.880127
	Iteration 3F: 3 clusters Score -325209 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -325337.625000 Penalty: 3850.880127
	Iteration 4Q: 3 clusters Score -325337.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -325410.375000 Penalty: 3850.880127
	Iteration 5Q: 3 clusters Score -325410.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -325552.312500 Penalty: 3850.880127
	Iteration 6Q: 3 clusters Score -325552.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -325654.531250 Penalty: 3850.880127
	Iteration 7Q: 3 clusters Score -325654.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -325762.781250 Penalty: 3850.880127
	Iteration 8Q: 3 clusters Score -325762.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -325844.062500 Penalty: 3850.880127
	Iteration 9Q: 3 clusters Score -325844.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -325886.031250 Penalty: 3850.880127
	Iteration 10Q: 3 clusters Score -325886 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -325926.750000 Penalty: 3850.880127
	Iteration 11Q: 3 clusters Score -325926.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -325950.343750 Penalty: 3850.880127
	Iteration 12Q: 3 clusters Score -325950.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -325969.187500 Penalty: 3850.880127
	Iteration 13Q: 3 clusters Score -325969.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -325981.750000 Penalty: 3850.880127
	Iteration 14Q: 3 clusters Score -325981.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -325993.375000 Penalty: 3850.880127
	Iteration 15Q: 3 clusters Score -325993.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -325998.031250 Penalty: 3850.880127
	Iteration 16Q: 3 clusters Score -325998 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -325999.718750 Penalty: 3850.880127
	Iteration 17Q: 3 clusters Score -325999.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -326000.156250 Penalty: 3850.880127
	Iteration 18Q: 3 clusters Score -326000.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -326000.812500 Penalty: 3850.880127
	Iteration 19Q: 3 clusters Score -326000.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -326006.812500 Penalty: 3850.880127
	Iteration 20F: 3 clusters Score -326006.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -326013.625000 Penalty: 3850.880127
	Iteration 21Q: 3 clusters Score -326013.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -326020.625000 Penalty: 3850.880127
	Iteration 22Q: 3 clusters Score -326020.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -326027.531250 Penalty: 3850.880127
	Iteration 23Q: 3 clusters Score -326027.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -326038.031250 Penalty: 3850.880127
	Iteration 24Q: 3 clusters Score -326038 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -326046.812500 Penalty: 3850.880127
	Iteration 25Q: 3 clusters Score -326046.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -326051.093750 Penalty: 3850.880127
	Iteration 26Q: 3 clusters Score -326051.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -326053.500000 Penalty: 3850.880127
	Iteration 27Q: 3 clusters Score -326053.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -326054.968750 Penalty: 3850.880127
	Iteration 28Q: 3 clusters Score -326055 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -326054.968750 Penalty: 3850.880127
	Iteration 29F: 3 clusters Score -326055 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22856 members 
Mstep: Class 2 contains 8041 members 
Mstep: Class 3 contains 1102 members 
Mstep: Class 4 contains 223948 members 
Mstep: Class 5 contains 4132 members 
Mstep: Class 6 contains 2368 members 
Mstep: Class 7 contains 9405 members 
Mstep: Class 8 contains 14065 members 
Mstep: Class 9 contains 7500 members 
Mstep: Class 10 contains 27222 members 
Mstep: Class 11 contains 11586 members 
Mstep: Class 12 contains 969 members 
Mstep: Class 13 contains 3325 members 
Mstep: Class 14 contains 36129 members 
Mstep: Class 15 contains 181595 members 
Mstep: Class 16 contains 23122 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 10079 members 
Mstep: Class 19 contains 164641 members 
Mstep: Class 20 contains 55345 members 
Mstep: Class 21 contains 2332 members 
Mstep: Class 22 contains 692 members 
Mstep: Class 23 contains 4374 members 
Mstep: Class 24 contains 3156 members 
Mstep: Class 25 contains 38809 members 
Mstep: Class 26 contains 60564 members 
Mstep: Class 27 contains 28738 members 
Mstep: Class 28 contains 474 members 
Mstep: Class 29 contains 45291 members 
Mstep: Class 30 contains 11090 members 
Mstep: Class 31 contains 6502 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8482 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 3407 members 
Mstep: Class 36 contains 8301 members 
Mstep: Class 37 contains 3969 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1835 members 
Mstep: Class 40 contains 19228 members 
Mstep: Class 41 contains 425 members 
Mstep: Class 42 contains 3024 members 
Mstep: Class 43 contains 4389 members 
Mstep: Class 44 contains 1021 members 
Mstep: Class 45 contains 21899 members 
Mstep: Class 46 contains 13116 members 
Mstep: Class 47 contains 305 members 
Mstep: Class 48 contains 8295 members 
Mstep: Class 49 contains 26889 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 1027 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 3100 members 
Mstep: Class 54 contains 976 members 
Mstep: Class 55 contains 4681 members 
Mstep: Class 56 contains 17268 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 285 members 
Mstep: Class 60 contains 4774 members 
Mstep: Class 61 contains 1767 members 
Mstep: Class 62 contains 1054 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 7792 members 
Mstep: Class 65 contains 501 members 
Mstep: Class 66 contains 667 members 
Mstep: Class 67 contains 2672 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 708 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 1333 members 
Entering Unmasked Estep 
Score: -147542560.000000 Penalty: 256707.609375
Splitting cluster 44 changes total score from -147542816.000000 to -147542560.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 45 (21899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21899 members 
Entering Unmasked Estep 
Score: -2554649.000000 Penalty: 2478.560547
	Iteration 0F: 2 clusters Score -2554649 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 10973 members 
Entering Unmasked Estep 
Score: -2539334.250000 Penalty: 4957.121094
	Iteration 0F: 3 clusters Score -2539334 nChanged 9733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10813 members 
Mstep: Class 2 contains 11086 members 
Entering Unmasked Estep 
Score: -2544789.500000 Penalty: 4957.121094
	Iteration 1F: 3 clusters Score -2544790 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10716 members 
Mstep: Class 2 contains 11183 members 
Entering Unmasked Estep 
Score: -2545334.750000 Penalty: 4957.121094
	Iteration 2F: 3 clusters Score -2545335 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10603 members 
Mstep: Class 2 contains 11296 members 
Entering Unmasked Estep 
Score: -2545835.250000 Penalty: 4957.121094
	Iteration 3F: 3 clusters Score -2545835 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 11417 members 
Entering Unmasked Estep 
Score: -2546251.250000 Penalty: 4957.121094
	Iteration 4Q: 3 clusters Score -2546251 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10351 members 
Mstep: Class 2 contains 11548 members 
Entering Unmasked Estep 
Score: -2546671.000000 Penalty: 4957.121094
	Iteration 5Q: 3 clusters Score -2546671 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10190 members 
Mstep: Class 2 contains 11709 members 
Entering Unmasked Estep 
Score: -2547058.250000 Penalty: 4957.121094
	Iteration 6Q: 3 clusters Score -2547058 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9950 members 
Mstep: Class 2 contains 11949 members 
Entering Unmasked Estep 
Score: -2547410.750000 Penalty: 4957.121094
	Iteration 7Q: 3 clusters Score -2547411 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 12236 members 
Entering Unmasked Estep 
Score: -2547709.500000 Penalty: 4957.121094
	Iteration 8Q: 3 clusters Score -2547710 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9352 members 
Mstep: Class 2 contains 12547 members 
Entering Unmasked Estep 
Score: -2548024.500000 Penalty: 4957.121094
	Iteration 9Q: 3 clusters Score -2548024 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 12904 members 
Entering Unmasked Estep 
Score: -2548394.250000 Penalty: 4957.121094
	Iteration 10Q: 3 clusters Score -2548394 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 13334 members 
Entering Unmasked Estep 
Score: -2548794.250000 Penalty: 4957.121094
	Iteration 11Q: 3 clusters Score -2548794 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 13764 members 
Entering Unmasked Estep 
Score: -2549247.000000 Penalty: 4957.121094
	Iteration 12Q: 3 clusters Score -2549247 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 14214 members 
Entering Unmasked Estep 
Score: -2549734.000000 Penalty: 4957.121094
	Iteration 13Q: 3 clusters Score -2549734 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 14638 members 
Entering Unmasked Estep 
Score: -2550197.250000 Penalty: 4957.121094
	Iteration 14Q: 3 clusters Score -2550197 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 15006 members 
Entering Unmasked Estep 
Score: -2550567.750000 Penalty: 4957.121094
	Iteration 15Q: 3 clusters Score -2550568 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 15324 members 
Entering Unmasked Estep 
Score: -2550902.500000 Penalty: 4957.121094
	Iteration 16Q: 3 clusters Score -2550902 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 15623 members 
Entering Unmasked Estep 
Score: -2551166.250000 Penalty: 4957.121094
	Iteration 17Q: 3 clusters Score -2551166 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 15912 members 
Entering Unmasked Estep 
Score: -2551414.750000 Penalty: 4957.121094
	Iteration 18Q: 3 clusters Score -2551415 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 16199 members 
Entering Unmasked Estep 
Score: -2551613.000000 Penalty: 4957.121094
	Iteration 19Q: 3 clusters Score -2551613 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 16436 members 
Entering Unmasked Estep 
Score: -2551755.500000 Penalty: 4957.121094
	Iteration 20F: 3 clusters Score -2551756 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 16669 members 
Entering Unmasked Estep 
Score: -2551911.250000 Penalty: 4957.121094
	Iteration 21Q: 3 clusters Score -2551911 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 16900 members 
Entering Unmasked Estep 
Score: -2552081.750000 Penalty: 4957.121094
	Iteration 22Q: 3 clusters Score -2552082 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 17108 members 
Entering Unmasked Estep 
Score: -2552208.250000 Penalty: 4957.121094
	Iteration 23Q: 3 clusters Score -2552208 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 17275 members 
Entering Unmasked Estep 
Score: -2552323.750000 Penalty: 4957.121094
	Iteration 24Q: 3 clusters Score -2552324 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 17417 members 
Entering Unmasked Estep 
Score: -2552388.750000 Penalty: 4957.121094
	Iteration 25Q: 3 clusters Score -2552389 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 17560 members 
Entering Unmasked Estep 
Score: -2552482.250000 Penalty: 4957.121094
	Iteration 26Q: 3 clusters Score -2552482 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 17670 members 
Entering Unmasked Estep 
Score: -2552563.500000 Penalty: 4957.121094
	Iteration 27Q: 3 clusters Score -2552564 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 17786 members 
Entering Unmasked Estep 
Score: -2552644.250000 Penalty: 4957.121094
	Iteration 28Q: 3 clusters Score -2552644 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 17888 members 
Entering Unmasked Estep 
Score: -2552688.000000 Penalty: 4957.121094
	Iteration 29Q: 3 clusters Score -2552688 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 17979 members 
Entering Unmasked Estep 
Score: -2552744.000000 Penalty: 4957.121094
	Iteration 30Q: 3 clusters Score -2552744 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 18065 members 
Entering Unmasked Estep 
Score: -2552787.000000 Penalty: 4957.121094
	Iteration 31Q: 3 clusters Score -2552787 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 18141 members 
Entering Unmasked Estep 
Score: -2552821.750000 Penalty: 4957.121094
	Iteration 32Q: 3 clusters Score -2552822 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 18201 members 
Entering Unmasked Estep 
Score: -2552855.500000 Penalty: 4957.121094
	Iteration 33Q: 3 clusters Score -2552856 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 18247 members 
Entering Unmasked Estep 
Score: -2552878.750000 Penalty: 4957.121094
	Iteration 34Q: 3 clusters Score -2552879 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 18292 members 
Entering Unmasked Estep 
Score: -2552904.000000 Penalty: 4957.121094
	Iteration 35Q: 3 clusters Score -2552904 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 18334 members 
Entering Unmasked Estep 
Score: -2552929.000000 Penalty: 4957.121094
	Iteration 36Q: 3 clusters Score -2552929 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 18364 members 
Entering Unmasked Estep 
Score: -2552944.250000 Penalty: 4957.121094
	Iteration 37Q: 3 clusters Score -2552944 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 18396 members 
Entering Unmasked Estep 
Score: -2552948.500000 Penalty: 4957.121094
	Iteration 38Q: 3 clusters Score -2552948 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 18415 members 
Entering Unmasked Estep 
Score: -2552954.500000 Penalty: 4957.121094
	Iteration 39Q: 3 clusters Score -2552954 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 18456 members 
Entering Unmasked Estep 
Score: -2552972.000000 Penalty: 4957.121094
	Iteration 40F: 3 clusters Score -2552972 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 18483 members 
Entering Unmasked Estep 
Score: -2552978.500000 Penalty: 4957.121094
	Iteration 41Q: 3 clusters Score -2552978 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 18510 members 
Entering Unmasked Estep 
Score: -2552988.500000 Penalty: 4957.121094
	Iteration 42Q: 3 clusters Score -2552988 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 18549 members 
Entering Unmasked Estep 
Score: -2553013.500000 Penalty: 4957.121094
	Iteration 43Q: 3 clusters Score -2553014 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 18593 members 
Entering Unmasked Estep 
Score: -2553025.000000 Penalty: 4957.121094
	Iteration 44Q: 3 clusters Score -2553025 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 18634 members 
Entering Unmasked Estep 
Score: -2553037.250000 Penalty: 4957.121094
	Iteration 45Q: 3 clusters Score -2553037 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 18669 members 
Entering Unmasked Estep 
Score: -2553046.500000 Penalty: 4957.121094
	Iteration 46Q: 3 clusters Score -2553046 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 18706 members 
Entering Unmasked Estep 
Score: -2553065.750000 Penalty: 4957.121094
	Iteration 47Q: 3 clusters Score -2553066 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 18744 members 
Entering Unmasked Estep 
Score: -2553080.500000 Penalty: 4957.121094
	Iteration 48Q: 3 clusters Score -2553080 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 18782 members 
Entering Unmasked Estep 
Score: -2553092.750000 Penalty: 4957.121094
	Iteration 49Q: 3 clusters Score -2553093 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 18814 members 
Entering Unmasked Estep 
Score: -2553112.250000 Penalty: 4957.121094
	Iteration 50Q: 3 clusters Score -2553112 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 18861 members 
Entering Unmasked Estep 
Score: -2553127.750000 Penalty: 4957.121094
	Iteration 51Q: 3 clusters Score -2553128 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 18900 members 
Entering Unmasked Estep 
Score: -2553139.750000 Penalty: 4957.121094
	Iteration 52Q: 3 clusters Score -2553140 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 18939 members 
Entering Unmasked Estep 
Score: -2553143.500000 Penalty: 4957.121094
	Iteration 53Q: 3 clusters Score -2553144 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 18974 members 
Entering Unmasked Estep 
Score: -2553152.000000 Penalty: 4957.121094
	Iteration 54Q: 3 clusters Score -2553152 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 18999 members 
Entering Unmasked Estep 
Score: -2553157.250000 Penalty: 4957.121094
	Iteration 55Q: 3 clusters Score -2553157 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 19018 members 
Entering Unmasked Estep 
Score: -2553152.000000 Penalty: 4957.121094
	Iteration 56Q: 3 clusters Score -2553152 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 19035 members 
Entering Unmasked Estep 
Score: -2553163.250000 Penalty: 4957.121094
	Iteration 57Q: 3 clusters Score -2553163 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 19053 members 
Entering Unmasked Estep 
Score: -2553166.750000 Penalty: 4957.121094
	Iteration 58Q: 3 clusters Score -2553167 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 19070 members 
Entering Unmasked Estep 
Score: -2553170.000000 Penalty: 4957.121094
	Iteration 59Q: 3 clusters Score -2553170 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 19088 members 
Entering Unmasked Estep 
Score: -2553176.250000 Penalty: 4957.121094
	Iteration 60F: 3 clusters Score -2553176 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 19102 members 
Entering Unmasked Estep 
Score: -2553187.000000 Penalty: 4957.121094
	Iteration 61Q: 3 clusters Score -2553187 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 19119 members 
Entering Unmasked Estep 
Score: -2553192.500000 Penalty: 4957.121094
	Iteration 62Q: 3 clusters Score -2553192 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 19139 members 
Entering Unmasked Estep 
Score: -2553194.750000 Penalty: 4957.121094
	Iteration 63Q: 3 clusters Score -2553195 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 19153 members 
Entering Unmasked Estep 
Score: -2553192.500000 Penalty: 4957.121094
	Iteration 64Q: 3 clusters Score -2553192 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 19162 members 
Entering Unmasked Estep 
Score: -2553194.000000 Penalty: 4957.121094
	Iteration 65Q: 3 clusters Score -2553194 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 19169 members 
Entering Unmasked Estep 
Score: -2553193.000000 Penalty: 4957.121094
	Iteration 66Q: 3 clusters Score -2553193 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 19175 members 
Entering Unmasked Estep 
Score: -2553197.250000 Penalty: 4957.121094
	Iteration 67Q: 3 clusters Score -2553197 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 19186 members 
Entering Unmasked Estep 
Score: -2553195.500000 Penalty: 4957.121094
	Iteration 68Q: 3 clusters Score -2553196 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 19201 members 
Entering Unmasked Estep 
Score: -2553205.750000 Penalty: 4957.121094
	Iteration 69Q: 3 clusters Score -2553206 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 19210 members 
Entering Unmasked Estep 
Score: -2553202.250000 Penalty: 4957.121094
	Iteration 70Q: 3 clusters Score -2553202 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 19219 members 
Entering Unmasked Estep 
Score: -2553202.750000 Penalty: 4957.121094
	Iteration 71Q: 3 clusters Score -2553203 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 19226 members 
Entering Unmasked Estep 
Score: -2553202.250000 Penalty: 4957.121094
	Iteration 72Q: 3 clusters Score -2553202 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 19234 members 
Entering Unmasked Estep 
Score: -2553206.750000 Penalty: 4957.121094
	Iteration 73Q: 3 clusters Score -2553207 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 19238 members 
Entering Unmasked Estep 
Score: -2553209.000000 Penalty: 4957.121094
	Iteration 74Q: 3 clusters Score -2553209 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 19242 members 
Entering Unmasked Estep 
Score: -2553210.750000 Penalty: 4957.121094
	Iteration 75Q: 3 clusters Score -2553211 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 19249 members 
Entering Unmasked Estep 
Score: -2553212.750000 Penalty: 4957.121094
	Iteration 76Q: 3 clusters Score -2553213 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 19257 members 
Entering Unmasked Estep 
Score: -2553218.750000 Penalty: 4957.121094
	Iteration 77Q: 3 clusters Score -2553219 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 19260 members 
Entering Unmasked Estep 
Score: -2553217.500000 Penalty: 4957.121094
	Iteration 78Q: 3 clusters Score -2553218 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 19266 members 
Entering Unmasked Estep 
Score: -2553217.250000 Penalty: 4957.121094
	Iteration 79Q: 3 clusters Score -2553217 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 19272 members 
Entering Unmasked Estep 
Score: -2553220.000000 Penalty: 4957.121094
	Iteration 80F: 3 clusters Score -2553220 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 19275 members 
Entering Unmasked Estep 
Score: -2553222.750000 Penalty: 4957.121094
	Iteration 81Q: 3 clusters Score -2553223 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 19279 members 
Entering Unmasked Estep 
Score: -2553225.750000 Penalty: 4957.121094
	Iteration 82Q: 3 clusters Score -2553226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 19282 members 
Entering Unmasked Estep 
Score: -2553222.750000 Penalty: 4957.121094
	Iteration 83Q: 3 clusters Score -2553223 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 19286 members 
Entering Unmasked Estep 
Score: -2553224.750000 Penalty: 4957.121094
	Iteration 84Q: 3 clusters Score -2553225 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 19288 members 
Entering Unmasked Estep 
Score: -2553224.250000 Penalty: 4957.121094
	Iteration 85Q: 3 clusters Score -2553224 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 19289 members 
Entering Unmasked Estep 
Score: -2553224.500000 Penalty: 4957.121094
	Iteration 86Q: 3 clusters Score -2553224 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 19293 members 
Entering Unmasked Estep 
Score: -2553224.500000 Penalty: 4957.121094
	Iteration 87Q: 3 clusters Score -2553224 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 19296 members 
Entering Unmasked Estep 
Score: -2553223.250000 Penalty: 4957.121094
	Iteration 88Q: 3 clusters Score -2553223 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 19297 members 
Entering Unmasked Estep 
Score: -2553221.500000 Penalty: 4957.121094
	Iteration 89Q: 3 clusters Score -2553222 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 19297 members 
Entering Unmasked Estep 
Score: -2553221.500000 Penalty: 4957.121094
	Iteration 90F: 3 clusters Score -2553222 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (13116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13116 members 
Entering Unmasked Estep 
Score: -1660591.500000 Penalty: 2351.433838
	Iteration 0F: 2 clusters Score -1660592 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -1650962.750000 Penalty: 4702.867676
	Iteration 0F: 3 clusters Score -1650963 nChanged 5558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -1654038.250000 Penalty: 4702.867676
	Iteration 1F: 3 clusters Score -1654038 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -1654490.125000 Penalty: 4702.867676
	Iteration 2F: 3 clusters Score -1654490 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -1654910.125000 Penalty: 4702.867676
	Iteration 3F: 3 clusters Score -1654910 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -1655301.875000 Penalty: 4702.867676
	Iteration 4F: 3 clusters Score -1655302 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -1655671.625000 Penalty: 4702.867676
	Iteration 5F: 3 clusters Score -1655672 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -1655988.500000 Penalty: 4702.867676
	Iteration 6Q: 3 clusters Score -1655988 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -1656247.375000 Penalty: 4702.867676
	Iteration 7Q: 3 clusters Score -1656247 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -1656482.250000 Penalty: 4702.867676
	Iteration 8Q: 3 clusters Score -1656482 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -1656707.500000 Penalty: 4702.867676
	Iteration 9Q: 3 clusters Score -1656708 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -1656935.000000 Penalty: 4702.867676
	Iteration 10Q: 3 clusters Score -1656935 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -1657153.750000 Penalty: 4702.867676
	Iteration 11Q: 3 clusters Score -1657154 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -1657367.500000 Penalty: 4702.867676
	Iteration 12Q: 3 clusters Score -1657368 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -1657580.625000 Penalty: 4702.867676
	Iteration 13Q: 3 clusters Score -1657581 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -1657784.125000 Penalty: 4702.867676
	Iteration 14Q: 3 clusters Score -1657784 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -1657958.750000 Penalty: 4702.867676
	Iteration 15Q: 3 clusters Score -1657959 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9296 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -1658098.375000 Penalty: 4702.867676
	Iteration 16Q: 3 clusters Score -1658098 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -1658205.625000 Penalty: 4702.867676
	Iteration 17Q: 3 clusters Score -1658206 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -1658309.250000 Penalty: 4702.867676
	Iteration 18Q: 3 clusters Score -1658309 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -1658410.625000 Penalty: 4702.867676
	Iteration 19Q: 3 clusters Score -1658411 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -1658493.625000 Penalty: 4702.867676
	Iteration 20F: 3 clusters Score -1658494 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -1658576.375000 Penalty: 4702.867676
	Iteration 21Q: 3 clusters Score -1658576 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -1658661.125000 Penalty: 4702.867676
	Iteration 22Q: 3 clusters Score -1658661 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9989 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -1658724.500000 Penalty: 4702.867676
	Iteration 23Q: 3 clusters Score -1658724 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10062 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -1658793.250000 Penalty: 4702.867676
	Iteration 24Q: 3 clusters Score -1658793 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10139 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -1658864.250000 Penalty: 4702.867676
	Iteration 25Q: 3 clusters Score -1658864 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10199 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -1658920.875000 Penalty: 4702.867676
	Iteration 26Q: 3 clusters Score -1658921 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10258 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -1658973.750000 Penalty: 4702.867676
	Iteration 27Q: 3 clusters Score -1658974 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10301 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -1659021.500000 Penalty: 4702.867676
	Iteration 28Q: 3 clusters Score -1659022 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10346 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -1659086.250000 Penalty: 4702.867676
	Iteration 29Q: 3 clusters Score -1659086 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -1659131.875000 Penalty: 4702.867676
	Iteration 30Q: 3 clusters Score -1659132 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10376 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -1659174.000000 Penalty: 4702.867676
	Iteration 31Q: 3 clusters Score -1659174 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10377 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -1659215.625000 Penalty: 4702.867676
	Iteration 32Q: 3 clusters Score -1659216 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10371 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -1659238.125000 Penalty: 4702.867676
	Iteration 33Q: 3 clusters Score -1659238 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10363 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -1659262.000000 Penalty: 4702.867676
	Iteration 34Q: 3 clusters Score -1659262 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10371 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -1659273.375000 Penalty: 4702.867676
	Iteration 35Q: 3 clusters Score -1659273 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10377 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -1659281.125000 Penalty: 4702.867676
	Iteration 36Q: 3 clusters Score -1659281 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10382 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -1659282.500000 Penalty: 4702.867676
	Iteration 37Q: 3 clusters Score -1659282 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10384 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -1659281.375000 Penalty: 4702.867676
	Iteration 38Q: 3 clusters Score -1659281 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10379 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -1659284.625000 Penalty: 4702.867676
	Iteration 39Q: 3 clusters Score -1659285 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10372 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -1659287.500000 Penalty: 4702.867676
	Iteration 40F: 3 clusters Score -1659288 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10362 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -1659291.750000 Penalty: 4702.867676
	Iteration 41Q: 3 clusters Score -1659292 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10350 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -1659298.000000 Penalty: 4702.867676
	Iteration 42Q: 3 clusters Score -1659298 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10338 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -1659299.625000 Penalty: 4702.867676
	Iteration 43Q: 3 clusters Score -1659300 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -1659302.250000 Penalty: 4702.867676
	Iteration 44Q: 3 clusters Score -1659302 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10310 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -1659306.625000 Penalty: 4702.867676
	Iteration 45Q: 3 clusters Score -1659307 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10299 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -1659307.750000 Penalty: 4702.867676
	Iteration 46Q: 3 clusters Score -1659308 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10285 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -1659317.125000 Penalty: 4702.867676
	Iteration 47Q: 3 clusters Score -1659317 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10275 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -1659314.375000 Penalty: 4702.867676
	Iteration 48Q: 3 clusters Score -1659314 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10264 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -1659317.125000 Penalty: 4702.867676
	Iteration 49Q: 3 clusters Score -1659317 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10256 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -1659316.250000 Penalty: 4702.867676
	Iteration 50Q: 3 clusters Score -1659316 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10247 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -1659322.000000 Penalty: 4702.867676
	Iteration 51Q: 3 clusters Score -1659322 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10239 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -1659327.750000 Penalty: 4702.867676
	Iteration 52Q: 3 clusters Score -1659328 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10226 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -1659333.125000 Penalty: 4702.867676
	Iteration 53Q: 3 clusters Score -1659333 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10217 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -1659333.875000 Penalty: 4702.867676
	Iteration 54Q: 3 clusters Score -1659334 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -1659336.750000 Penalty: 4702.867676
	Iteration 55Q: 3 clusters Score -1659337 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -1659338.625000 Penalty: 4702.867676
	Iteration 56Q: 3 clusters Score -1659339 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10201 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -1659340.000000 Penalty: 4702.867676
	Iteration 57Q: 3 clusters Score -1659340 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10199 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -1659340.625000 Penalty: 4702.867676
	Iteration 58Q: 3 clusters Score -1659341 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10194 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -1659338.750000 Penalty: 4702.867676
	Iteration 59Q: 3 clusters Score -1659339 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10188 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -1659341.625000 Penalty: 4702.867676
	Iteration 60F: 3 clusters Score -1659342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10186 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -1659342.375000 Penalty: 4702.867676
	Iteration 61Q: 3 clusters Score -1659342 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10183 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -1659338.500000 Penalty: 4702.867676
	Iteration 62Q: 3 clusters Score -1659338 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -1659340.250000 Penalty: 4702.867676
	Iteration 63Q: 3 clusters Score -1659340 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10178 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -1659342.375000 Penalty: 4702.867676
	Iteration 64Q: 3 clusters Score -1659342 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10175 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -1659344.875000 Penalty: 4702.867676
	Iteration 65Q: 3 clusters Score -1659345 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -1659343.000000 Penalty: 4702.867676
	Iteration 66Q: 3 clusters Score -1659343 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10173 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -1659342.000000 Penalty: 4702.867676
	Iteration 67Q: 3 clusters Score -1659342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -1659341.875000 Penalty: 4702.867676
	Iteration 68Q: 3 clusters Score -1659342 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10168 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -1659340.250000 Penalty: 4702.867676
	Iteration 69Q: 3 clusters Score -1659340 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10165 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -1659339.750000 Penalty: 4702.867676
	Iteration 70Q: 3 clusters Score -1659340 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10165 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -1659339.750000 Penalty: 4702.867676
	Iteration 71F: 3 clusters Score -1659340 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Entering Unmasked Estep 
Score: -40647.125000 Penalty: 1418.637329
	Iteration 0F: 2 clusters Score -40647.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -39396.886719 Penalty: 2837.274658
	Iteration 0F: 3 clusters Score -39396.89 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -39810.281250 Penalty: 2837.274658
	Iteration 1F: 3 clusters Score -39810.28 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -40044.972656 Penalty: 2837.274658
	Iteration 2F: 3 clusters Score -40044.97 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -40247.253906 Penalty: 2837.274658
	Iteration 3F: 3 clusters Score -40247.25 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -40356.683594 Penalty: 2837.274658
	Iteration 4Q: 3 clusters Score -40356.68 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -40478.507812 Penalty: 2837.274658
	Iteration 5Q: 3 clusters Score -40478.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -40511.765625 Penalty: 2837.274658
	Iteration 6Q: 3 clusters Score -40511.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -40517.781250 Penalty: 2837.274658
	Iteration 7Q: 3 clusters Score -40517.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -40520.582031 Penalty: 2837.274658
	Iteration 8F: 3 clusters Score -40520.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -40530.566406 Penalty: 2837.274658
	Iteration 9Q: 3 clusters Score -40530.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -40685.539062 Penalty: 2837.274658
	Iteration 10Q: 3 clusters Score -40685.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -40736.343750 Penalty: 2837.274658
	Iteration 11Q: 3 clusters Score -40736.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -40736.343750 Penalty: 2837.274658
	Iteration 12F: 3 clusters Score -40736.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22856 members 
Mstep: Class 2 contains 8041 members 
Mstep: Class 3 contains 1102 members 
Mstep: Class 4 contains 223948 members 
Mstep: Class 5 contains 4132 members 
Mstep: Class 6 contains 2368 members 
Mstep: Class 7 contains 9405 members 
Mstep: Class 8 contains 14065 members 
Mstep: Class 9 contains 7500 members 
Mstep: Class 10 contains 27222 members 
Mstep: Class 11 contains 11586 members 
Mstep: Class 12 contains 969 members 
Mstep: Class 13 contains 3325 members 
Mstep: Class 14 contains 36129 members 
Mstep: Class 15 contains 181595 members 
Mstep: Class 16 contains 23122 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 10079 members 
Mstep: Class 19 contains 164641 members 
Mstep: Class 20 contains 55345 members 
Mstep: Class 21 contains 2332 members 
Mstep: Class 22 contains 692 members 
Mstep: Class 23 contains 4374 members 
Mstep: Class 24 contains 3156 members 
Mstep: Class 25 contains 38809 members 
Mstep: Class 26 contains 60564 members 
Mstep: Class 27 contains 28738 members 
Mstep: Class 28 contains 474 members 
Mstep: Class 29 contains 45291 members 
Mstep: Class 30 contains 11090 members 
Mstep: Class 31 contains 6502 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8482 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 3407 members 
Mstep: Class 36 contains 8301 members 
Mstep: Class 37 contains 3969 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1835 members 
Mstep: Class 40 contains 19228 members 
Mstep: Class 41 contains 425 members 
Mstep: Class 42 contains 3024 members 
Mstep: Class 43 contains 4389 members 
Mstep: Class 44 contains 2354 members 
Mstep: Class 45 contains 21899 members 
Mstep: Class 46 contains 13116 members 
Mstep: Class 47 contains 163 members 
Mstep: Class 48 contains 8295 members 
Mstep: Class 49 contains 26889 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 1027 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 3100 members 
Mstep: Class 54 contains 976 members 
Mstep: Class 55 contains 4681 members 
Mstep: Class 56 contains 17268 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 285 members 
Mstep: Class 60 contains 4774 members 
Mstep: Class 61 contains 1767 members 
Mstep: Class 62 contains 1054 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 7792 members 
Mstep: Class 65 contains 501 members 
Mstep: Class 66 contains 667 members 
Mstep: Class 67 contains 2672 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 708 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 142 members 
Entering Unmasked Estep 
Score: -147540800.000000 Penalty: 256707.609375
Splitting cluster 47 changes total score from -147542816.000000 to -147540800.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 48 (8295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Entering Unmasked Estep 
Score: -1049532.500000 Penalty: 2237.805176
	Iteration 0F: 2 clusters Score -1049532 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -1042918.875000 Penalty: 4475.610352
	Iteration 0F: 3 clusters Score -1042919 nChanged 3399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -1044672.750000 Penalty: 4475.610352
	Iteration 1F: 3 clusters Score -1044673 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -1044929.000000 Penalty: 4475.610352
	Iteration 2F: 3 clusters Score -1044929 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -1045146.000000 Penalty: 4475.610352
	Iteration 3F: 3 clusters Score -1045146 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -1045299.812500 Penalty: 4475.610352
	Iteration 4Q: 3 clusters Score -1045300 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -1045444.875000 Penalty: 4475.610352
	Iteration 5Q: 3 clusters Score -1045445 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -1045603.125000 Penalty: 4475.610352
	Iteration 6Q: 3 clusters Score -1045603 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -1045777.562500 Penalty: 4475.610352
	Iteration 7Q: 3 clusters Score -1045778 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -1045959.562500 Penalty: 4475.610352
	Iteration 8Q: 3 clusters Score -1045960 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -1046198.937500 Penalty: 4475.610352
	Iteration 9Q: 3 clusters Score -1046199 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -1046492.062500 Penalty: 4475.610352
	Iteration 10Q: 3 clusters Score -1046492 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -1046793.062500 Penalty: 4475.610352
	Iteration 11Q: 3 clusters Score -1046793 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -1047092.437500 Penalty: 4475.610352
	Iteration 12Q: 3 clusters Score -1047092 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -1047381.375000 Penalty: 4475.610352
	Iteration 13Q: 3 clusters Score -1047381 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -1047669.687500 Penalty: 4475.610352
	Iteration 14Q: 3 clusters Score -1047670 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -1047904.187500 Penalty: 4475.610352
	Iteration 15Q: 3 clusters Score -1047904 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -1048080.812500 Penalty: 4475.610352
	Iteration 16Q: 3 clusters Score -1048081 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -1048251.250000 Penalty: 4475.610352
	Iteration 17Q: 3 clusters Score -1048251 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -1048371.875000 Penalty: 4475.610352
	Iteration 18Q: 3 clusters Score -1048372 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -1048518.250000 Penalty: 4475.610352
	Iteration 19Q: 3 clusters Score -1048518 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -1048630.500000 Penalty: 4475.610352
	Iteration 20F: 3 clusters Score -1048630 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -1048695.500000 Penalty: 4475.610352
	Iteration 21Q: 3 clusters Score -1048696 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -1048755.250000 Penalty: 4475.610352
	Iteration 22Q: 3 clusters Score -1048755 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -1048788.500000 Penalty: 4475.610352
	Iteration 23Q: 3 clusters Score -1048788 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -1048811.125000 Penalty: 4475.610352
	Iteration 24Q: 3 clusters Score -1048811 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -1048824.000000 Penalty: 4475.610352
	Iteration 25Q: 3 clusters Score -1048824 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -1048828.500000 Penalty: 4475.610352
	Iteration 26Q: 3 clusters Score -1048828 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -1048833.375000 Penalty: 4475.610352
	Iteration 27Q: 3 clusters Score -1048833 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -1048837.375000 Penalty: 4475.610352
	Iteration 28Q: 3 clusters Score -1048837 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -1048839.250000 Penalty: 4475.610352
	Iteration 29Q: 3 clusters Score -1048839 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -1048843.500000 Penalty: 4475.610352
	Iteration 30Q: 3 clusters Score -1048844 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -1048845.875000 Penalty: 4475.610352
	Iteration 31Q: 3 clusters Score -1048846 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -1048848.500000 Penalty: 4475.610352
	Iteration 32Q: 3 clusters Score -1048848 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -1048848.250000 Penalty: 4475.610352
	Iteration 33Q: 3 clusters Score -1048848 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -1048848.875000 Penalty: 4475.610352
	Iteration 34Q: 3 clusters Score -1048849 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -1048847.625000 Penalty: 4475.610352
	Iteration 35Q: 3 clusters Score -1048848 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -1048847.625000 Penalty: 4475.610352
	Iteration 36F: 3 clusters Score -1048848 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (26889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26889 members 
Entering Unmasked Estep 
Score: -3429338.750000 Penalty: 2529.469238
	Iteration 0F: 2 clusters Score -3429339 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13522 members 
Mstep: Class 2 contains 13367 members 
Entering Unmasked Estep 
Score: -3410889.750000 Penalty: 5058.938477
	Iteration 0F: 3 clusters Score -3410890 nChanged 11993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13923 members 
Mstep: Class 2 contains 12966 members 
Entering Unmasked Estep 
Score: -3417654.000000 Penalty: 5058.938477
	Iteration 1F: 3 clusters Score -3417654 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14120 members 
Mstep: Class 2 contains 12769 members 
Entering Unmasked Estep 
Score: -3418451.000000 Penalty: 5058.938477
	Iteration 2F: 3 clusters Score -3418451 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14434 members 
Mstep: Class 2 contains 12455 members 
Entering Unmasked Estep 
Score: -3419461.750000 Penalty: 5058.938477
	Iteration 3F: 3 clusters Score -3419462 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14876 members 
Mstep: Class 2 contains 12013 members 
Entering Unmasked Estep 
Score: -3420755.250000 Penalty: 5058.938477
	Iteration 4F: 3 clusters Score -3420755 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15399 members 
Mstep: Class 2 contains 11490 members 
Entering Unmasked Estep 
Score: -3422059.500000 Penalty: 5058.938477
	Iteration 5F: 3 clusters Score -3422060 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16063 members 
Mstep: Class 2 contains 10826 members 
Entering Unmasked Estep 
Score: -3423392.250000 Penalty: 5058.938477
	Iteration 6F: 3 clusters Score -3423392 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16806 members 
Mstep: Class 2 contains 10083 members 
Entering Unmasked Estep 
Score: -3424581.000000 Penalty: 5058.938477
	Iteration 7F: 3 clusters Score -3424581 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17558 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -3425632.750000 Penalty: 5058.938477
	Iteration 8F: 3 clusters Score -3425633 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18315 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
Score: -3426499.500000 Penalty: 5058.938477
	Iteration 9Q: 3 clusters Score -3426500 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18942 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -3427059.750000 Penalty: 5058.938477
	Iteration 10Q: 3 clusters Score -3427060 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19454 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -3427412.250000 Penalty: 5058.938477
	Iteration 11Q: 3 clusters Score -3427412 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19888 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -3427660.500000 Penalty: 5058.938477
	Iteration 12Q: 3 clusters Score -3427660 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20232 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -3427817.000000 Penalty: 5058.938477
	Iteration 13Q: 3 clusters Score -3427817 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20545 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -3427935.250000 Penalty: 5058.938477
	Iteration 14Q: 3 clusters Score -3427935 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20807 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -3428014.250000 Penalty: 5058.938477
	Iteration 15Q: 3 clusters Score -3428014 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21024 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -3428083.250000 Penalty: 5058.938477
	Iteration 16Q: 3 clusters Score -3428083 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21225 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -3428139.000000 Penalty: 5058.938477
	Iteration 17Q: 3 clusters Score -3428139 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21379 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -3428170.250000 Penalty: 5058.938477
	Iteration 18Q: 3 clusters Score -3428170 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21533 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -3428201.750000 Penalty: 5058.938477
	Iteration 19Q: 3 clusters Score -3428202 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21668 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -3428224.000000 Penalty: 5058.938477
	Iteration 20F: 3 clusters Score -3428224 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21790 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -3428254.000000 Penalty: 5058.938477
	Iteration 21Q: 3 clusters Score -3428254 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21896 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -3428267.500000 Penalty: 5058.938477
	Iteration 22Q: 3 clusters Score -3428268 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21984 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -3428288.000000 Penalty: 5058.938477
	Iteration 23Q: 3 clusters Score -3428288 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22064 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -3428294.250000 Penalty: 5058.938477
	Iteration 24Q: 3 clusters Score -3428294 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22135 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -3428303.500000 Penalty: 5058.938477
	Iteration 25Q: 3 clusters Score -3428304 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22207 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -3428312.000000 Penalty: 5058.938477
	Iteration 26Q: 3 clusters Score -3428312 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22275 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -3428319.000000 Penalty: 5058.938477
	Iteration 27Q: 3 clusters Score -3428319 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22318 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -3428328.250000 Penalty: 5058.938477
	Iteration 28Q: 3 clusters Score -3428328 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22346 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -3428337.000000 Penalty: 5058.938477
	Iteration 29Q: 3 clusters Score -3428337 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22388 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -3428340.000000 Penalty: 5058.938477
	Iteration 30Q: 3 clusters Score -3428340 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22427 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -3428341.000000 Penalty: 5058.938477
	Iteration 31Q: 3 clusters Score -3428341 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22469 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -3428359.000000 Penalty: 5058.938477
	Iteration 32Q: 3 clusters Score -3428359 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22504 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -3428364.750000 Penalty: 5058.938477
	Iteration 33Q: 3 clusters Score -3428365 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22534 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -3428368.750000 Penalty: 5058.938477
	Iteration 34Q: 3 clusters Score -3428369 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22559 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -3428372.500000 Penalty: 5058.938477
	Iteration 35Q: 3 clusters Score -3428372 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22590 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -3428372.750000 Penalty: 5058.938477
	Iteration 36Q: 3 clusters Score -3428373 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22613 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -3428386.250000 Penalty: 5058.938477
	Iteration 37Q: 3 clusters Score -3428386 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22634 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -3428376.750000 Penalty: 5058.938477
	Iteration 38Q: 3 clusters Score -3428377 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22652 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -3428375.750000 Penalty: 5058.938477
	Iteration 39Q: 3 clusters Score -3428376 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22667 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -3428387.000000 Penalty: 5058.938477
	Iteration 40F: 3 clusters Score -3428387 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22679 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -3428387.750000 Penalty: 5058.938477
	Iteration 41Q: 3 clusters Score -3428388 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22687 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -3428390.500000 Penalty: 5058.938477
	Iteration 42Q: 3 clusters Score -3428390 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22699 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -3428391.000000 Penalty: 5058.938477
	Iteration 43Q: 3 clusters Score -3428391 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22706 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -3428394.750000 Penalty: 5058.938477
	Iteration 44Q: 3 clusters Score -3428395 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22712 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -3428392.750000 Penalty: 5058.938477
	Iteration 45Q: 3 clusters Score -3428393 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22718 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -3428395.250000 Penalty: 5058.938477
	Iteration 46Q: 3 clusters Score -3428395 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22718 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -3428395.250000 Penalty: 5058.938477
	Iteration 47F: 3 clusters Score -3428395 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Entering Unmasked Estep 
Score: -20891.148438 Penalty: 1394.756348
	Iteration 0F: 2 clusters Score -20891.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -19896.943359 Penalty: 2789.512695
	Iteration 0F: 3 clusters Score -19896.94 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -20133.046875 Penalty: 2789.512695
	Iteration 1F: 3 clusters Score -20133.05 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -20267.214844 Penalty: 2789.512695
	Iteration 2F: 3 clusters Score -20267.21 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -20647.449219 Penalty: 2789.512695
	Iteration 3F: 3 clusters Score -20647.45 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -20957.365234 Penalty: 2789.512695
	Iteration 4F: 3 clusters Score -20957.37 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -21032.767578 Penalty: 2789.512695
	Iteration 5Q: 3 clusters Score -21032.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -21065.125000 Penalty: 2789.512695
	Iteration 6Q: 3 clusters Score -21065.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -21071.666016 Penalty: 2789.512695
	Iteration 7Q: 3 clusters Score -21071.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -21072.080078 Penalty: 2789.512695
	Iteration 8F: 3 clusters Score -21072.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -21084.242188 Penalty: 2789.512695
	Iteration 9Q: 3 clusters Score -21084.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -21084.242188 Penalty: 2789.512695
	Iteration 10F: 3 clusters Score -21084.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22856 members 
Mstep: Class 2 contains 8041 members 
Mstep: Class 3 contains 1102 members 
Mstep: Class 4 contains 223948 members 
Mstep: Class 5 contains 4132 members 
Mstep: Class 6 contains 2368 members 
Mstep: Class 7 contains 9405 members 
Mstep: Class 8 contains 14065 members 
Mstep: Class 9 contains 7500 members 
Mstep: Class 10 contains 27222 members 
Mstep: Class 11 contains 11586 members 
Mstep: Class 12 contains 969 members 
Mstep: Class 13 contains 3325 members 
Mstep: Class 14 contains 36129 members 
Mstep: Class 15 contains 181595 members 
Mstep: Class 16 contains 23122 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 10079 members 
Mstep: Class 19 contains 164641 members 
Mstep: Class 20 contains 55345 members 
Mstep: Class 21 contains 2332 members 
Mstep: Class 22 contains 692 members 
Mstep: Class 23 contains 4374 members 
Mstep: Class 24 contains 3156 members 
Mstep: Class 25 contains 38809 members 
Mstep: Class 26 contains 60564 members 
Mstep: Class 27 contains 28738 members 
Mstep: Class 28 contains 474 members 
Mstep: Class 29 contains 45291 members 
Mstep: Class 30 contains 11090 members 
Mstep: Class 31 contains 6502 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8482 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 3407 members 
Mstep: Class 36 contains 8301 members 
Mstep: Class 37 contains 3969 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1835 members 
Mstep: Class 40 contains 19228 members 
Mstep: Class 41 contains 425 members 
Mstep: Class 42 contains 3024 members 
Mstep: Class 43 contains 4389 members 
Mstep: Class 44 contains 2354 members 
Mstep: Class 45 contains 21899 members 
Mstep: Class 46 contains 13116 members 
Mstep: Class 47 contains 305 members 
Mstep: Class 48 contains 8295 members 
Mstep: Class 49 contains 26889 members 
Mstep: Class 50 contains 227 members 
Mstep: Class 51 contains 1027 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 3100 members 
Mstep: Class 54 contains 976 members 
Mstep: Class 55 contains 4681 members 
Mstep: Class 56 contains 17268 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 285 members 
Mstep: Class 60 contains 4774 members 
Mstep: Class 61 contains 1767 members 
Mstep: Class 62 contains 1054 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 7792 members 
Mstep: Class 65 contains 501 members 
Mstep: Class 66 contains 667 members 
Mstep: Class 67 contains 2672 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 708 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 50 members 
Entering Unmasked Estep 
Score: -147540944.000000 Penalty: 256707.609375
Splitting cluster 50 changes total score from -147542816.000000 to -147540944.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 51 (1027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Entering Unmasked Estep 
Score: -147713.140625 Penalty: 1719.730469
	Iteration 0F: 2 clusters Score -147713.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -145848.000000 Penalty: 3439.460938
	Iteration 0F: 3 clusters Score -145848 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -146758.203125 Penalty: 3439.460938
	Iteration 1F: 3 clusters Score -146758.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -147218.750000 Penalty: 3439.460938
	Iteration 2F: 3 clusters Score -147218.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -147460.109375 Penalty: 3439.460938
	Iteration 3F: 3 clusters Score -147460.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -147595.812500 Penalty: 3439.460938
	Iteration 4Q: 3 clusters Score -147595.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -147681.781250 Penalty: 3439.460938
	Iteration 5Q: 3 clusters Score -147681.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -147758.000000 Penalty: 3439.460938
	Iteration 6Q: 3 clusters Score -147758 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -147834.203125 Penalty: 3439.460938
	Iteration 7Q: 3 clusters Score -147834.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -147920.796875 Penalty: 3439.460938
	Iteration 8Q: 3 clusters Score -147920.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -147953.281250 Penalty: 3439.460938
	Iteration 9Q: 3 clusters Score -147953.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -148001.859375 Penalty: 3439.460938
	Iteration 10Q: 3 clusters Score -148001.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -148087.406250 Penalty: 3439.460938
	Iteration 11Q: 3 clusters Score -148087.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -148183.734375 Penalty: 3439.460938
	Iteration 12Q: 3 clusters Score -148183.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -148241.546875 Penalty: 3439.460938
	Iteration 13Q: 3 clusters Score -148241.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -148255.109375 Penalty: 3439.460938
	Iteration 14Q: 3 clusters Score -148255.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -148266.937500 Penalty: 3439.460938
	Iteration 15Q: 3 clusters Score -148266.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -148268.812500 Penalty: 3439.460938
	Iteration 16Q: 3 clusters Score -148268.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -148266.406250 Penalty: 3439.460938
	Iteration 17Q: 3 clusters Score -148266.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -148268.656250 Penalty: 3439.460938
	Iteration 18Q: 3 clusters Score -148268.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -148270.109375 Penalty: 3439.460938
	Iteration 19F: 3 clusters Score -148270.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -148271.218750 Penalty: 3439.460938
	Iteration 20F: 3 clusters Score -148271.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -148272.578125 Penalty: 3439.460938
	Iteration 21Q: 3 clusters Score -148272.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -148272.578125 Penalty: 3439.460938
	Iteration 22F: 3 clusters Score -148272.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22856 members 
Mstep: Class 2 contains 8041 members 
Mstep: Class 3 contains 1102 members 
Mstep: Class 4 contains 223948 members 
Mstep: Class 5 contains 4132 members 
Mstep: Class 6 contains 2368 members 
Mstep: Class 7 contains 9405 members 
Mstep: Class 8 contains 14065 members 
Mstep: Class 9 contains 7500 members 
Mstep: Class 10 contains 27222 members 
Mstep: Class 11 contains 11586 members 
Mstep: Class 12 contains 969 members 
Mstep: Class 13 contains 3325 members 
Mstep: Class 14 contains 36129 members 
Mstep: Class 15 contains 181595 members 
Mstep: Class 16 contains 23122 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 10079 members 
Mstep: Class 19 contains 164641 members 
Mstep: Class 20 contains 55345 members 
Mstep: Class 21 contains 2332 members 
Mstep: Class 22 contains 692 members 
Mstep: Class 23 contains 4374 members 
Mstep: Class 24 contains 3156 members 
Mstep: Class 25 contains 38809 members 
Mstep: Class 26 contains 60564 members 
Mstep: Class 27 contains 28738 members 
Mstep: Class 28 contains 474 members 
Mstep: Class 29 contains 45291 members 
Mstep: Class 30 contains 11090 members 
Mstep: Class 31 contains 6502 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8482 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 3407 members 
Mstep: Class 36 contains 8301 members 
Mstep: Class 37 contains 3969 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1835 members 
Mstep: Class 40 contains 19228 members 
Mstep: Class 41 contains 425 members 
Mstep: Class 42 contains 3024 members 
Mstep: Class 43 contains 4389 members 
Mstep: Class 44 contains 2354 members 
Mstep: Class 45 contains 21899 members 
Mstep: Class 46 contains 13116 members 
Mstep: Class 47 contains 305 members 
Mstep: Class 48 contains 8295 members 
Mstep: Class 49 contains 26889 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 649 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 3100 members 
Mstep: Class 54 contains 976 members 
Mstep: Class 55 contains 4681 members 
Mstep: Class 56 contains 17268 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 285 members 
Mstep: Class 60 contains 4774 members 
Mstep: Class 61 contains 1767 members 
Mstep: Class 62 contains 1054 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 7792 members 
Mstep: Class 65 contains 501 members 
Mstep: Class 66 contains 667 members 
Mstep: Class 67 contains 2672 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 708 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 378 members 
Entering Unmasked Estep 
Score: -147541600.000000 Penalty: 256707.609375
Splitting cluster 51 changes total score from -147542816.000000 to -147541600.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 52 (304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Entering Unmasked Estep 
Score: -40186.464844 Penalty: 1417.822876
	Iteration 0F: 2 clusters Score -40186.46 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 148 members 
Entering Unmasked Estep 
Score: -38989.972656 Penalty: 2835.645752
	Iteration 0F: 3 clusters Score -38989.97 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -39390.687500 Penalty: 2835.645752
	Iteration 1F: 3 clusters Score -39390.69 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -39700.800781 Penalty: 2835.645752
	Iteration 2F: 3 clusters Score -39700.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -39882.492188 Penalty: 2835.645752
	Iteration 3Q: 3 clusters Score -39882.49 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -39957.574219 Penalty: 2835.645752
	Iteration 4Q: 3 clusters Score -39957.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -39996.664062 Penalty: 2835.645752
	Iteration 5Q: 3 clusters Score -39996.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -40086.804688 Penalty: 2835.645752
	Iteration 6Q: 3 clusters Score -40086.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -40150.085938 Penalty: 2835.645752
	Iteration 7Q: 3 clusters Score -40150.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -40225.074219 Penalty: 2835.645752
	Iteration 8Q: 3 clusters Score -40225.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -40294.847656 Penalty: 2835.645752
	Iteration 9Q: 3 clusters Score -40294.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -40294.847656 Penalty: 2835.645752
	Iteration 10F: 3 clusters Score -40294.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22856 members 
Mstep: Class 2 contains 8041 members 
Mstep: Class 3 contains 1102 members 
Mstep: Class 4 contains 223948 members 
Mstep: Class 5 contains 4132 members 
Mstep: Class 6 contains 2368 members 
Mstep: Class 7 contains 9405 members 
Mstep: Class 8 contains 14065 members 
Mstep: Class 9 contains 7500 members 
Mstep: Class 10 contains 27222 members 
Mstep: Class 11 contains 11586 members 
Mstep: Class 12 contains 969 members 
Mstep: Class 13 contains 3325 members 
Mstep: Class 14 contains 36129 members 
Mstep: Class 15 contains 181595 members 
Mstep: Class 16 contains 23122 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 10079 members 
Mstep: Class 19 contains 164641 members 
Mstep: Class 20 contains 55345 members 
Mstep: Class 21 contains 2332 members 
Mstep: Class 22 contains 692 members 
Mstep: Class 23 contains 4374 members 
Mstep: Class 24 contains 3156 members 
Mstep: Class 25 contains 38809 members 
Mstep: Class 26 contains 60564 members 
Mstep: Class 27 contains 28738 members 
Mstep: Class 28 contains 474 members 
Mstep: Class 29 contains 45291 members 
Mstep: Class 30 contains 11090 members 
Mstep: Class 31 contains 6502 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8482 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 3407 members 
Mstep: Class 36 contains 8301 members 
Mstep: Class 37 contains 3969 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1835 members 
Mstep: Class 40 contains 19228 members 
Mstep: Class 41 contains 425 members 
Mstep: Class 42 contains 3024 members 
Mstep: Class 43 contains 4389 members 
Mstep: Class 44 contains 2354 members 
Mstep: Class 45 contains 21899 members 
Mstep: Class 46 contains 13116 members 
Mstep: Class 47 contains 305 members 
Mstep: Class 48 contains 8295 members 
Mstep: Class 49 contains 26889 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 1027 members 
Mstep: Class 52 contains 157 members 
Mstep: Class 53 contains 3100 members 
Mstep: Class 54 contains 976 members 
Mstep: Class 55 contains 4681 members 
Mstep: Class 56 contains 17268 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 285 members 
Mstep: Class 60 contains 4774 members 
Mstep: Class 61 contains 1767 members 
Mstep: Class 62 contains 1054 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 7792 members 
Mstep: Class 65 contains 501 members 
Mstep: Class 66 contains 667 members 
Mstep: Class 67 contains 2672 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 708 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 147 members 
Entering Unmasked Estep 
Score: -147540848.000000 Penalty: 256707.609375
Splitting cluster 52 changes total score from -147542816.000000 to -147540848.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 53 (3100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Entering Unmasked Estep 
Score: -390351.500000 Penalty: 1993.711182
	Iteration 0F: 2 clusters Score -390351.5 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 1589 members 
Entering Unmasked Estep 
Score: -387011.500000 Penalty: 3987.422363
	Iteration 0F: 3 clusters Score -387011.5 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -387680.781250 Penalty: 3987.422363
	Iteration 1F: 3 clusters Score -387680.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -387840.687500 Penalty: 3987.422363
	Iteration 2F: 3 clusters Score -387840.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -387942.125000 Penalty: 3987.422363
	Iteration 3F: 3 clusters Score -387942.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -388011.968750 Penalty: 3987.422363
	Iteration 4Q: 3 clusters Score -388012 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -388053.781250 Penalty: 3987.422363
	Iteration 5Q: 3 clusters Score -388053.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -388078.781250 Penalty: 3987.422363
	Iteration 6Q: 3 clusters Score -388078.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -388092.875000 Penalty: 3987.422363
	Iteration 7Q: 3 clusters Score -388092.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -388104.187500 Penalty: 3987.422363
	Iteration 8Q: 3 clusters Score -388104.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -388115.500000 Penalty: 3987.422363
	Iteration 9Q: 3 clusters Score -388115.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -388128.093750 Penalty: 3987.422363
	Iteration 10Q: 3 clusters Score -388128.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -388142.000000 Penalty: 3987.422363
	Iteration 11Q: 3 clusters Score -388142 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -388149.218750 Penalty: 3987.422363
	Iteration 12Q: 3 clusters Score -388149.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -388153.281250 Penalty: 3987.422363
	Iteration 13Q: 3 clusters Score -388153.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -388156.000000 Penalty: 3987.422363
	Iteration 14Q: 3 clusters Score -388156 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -388157.375000 Penalty: 3987.422363
	Iteration 15Q: 3 clusters Score -388157.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -388159.968750 Penalty: 3987.422363
	Iteration 16Q: 3 clusters Score -388160 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -388162.906250 Penalty: 3987.422363
	Iteration 17Q: 3 clusters Score -388162.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -388164.625000 Penalty: 3987.422363
	Iteration 18Q: 3 clusters Score -388164.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -388165.906250 Penalty: 3987.422363
	Iteration 19Q: 3 clusters Score -388165.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -388170.187500 Penalty: 3987.422363
	Iteration 20F: 3 clusters Score -388170.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -388172.250000 Penalty: 3987.422363
	Iteration 21Q: 3 clusters Score -388172.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -388173.718750 Penalty: 3987.422363
	Iteration 22Q: 3 clusters Score -388173.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -388176.687500 Penalty: 3987.422363
	Iteration 23Q: 3 clusters Score -388176.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -388178.375000 Penalty: 3987.422363
	Iteration 24Q: 3 clusters Score -388178.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -388181.687500 Penalty: 3987.422363
	Iteration 25Q: 3 clusters Score -388181.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -388186.937500 Penalty: 3987.422363
	Iteration 26Q: 3 clusters Score -388186.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -388189.031250 Penalty: 3987.422363
	Iteration 27Q: 3 clusters Score -388189 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -388193.031250 Penalty: 3987.422363
	Iteration 28Q: 3 clusters Score -388193 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -388199.437500 Penalty: 3987.422363
	Iteration 29Q: 3 clusters Score -388199.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -388203.750000 Penalty: 3987.422363
	Iteration 30Q: 3 clusters Score -388203.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -388209.906250 Penalty: 3987.422363
	Iteration 31Q: 3 clusters Score -388209.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -388217.875000 Penalty: 3987.422363
	Iteration 32Q: 3 clusters Score -388217.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -388224.812500 Penalty: 3987.422363
	Iteration 33Q: 3 clusters Score -388224.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -388232.250000 Penalty: 3987.422363
	Iteration 34Q: 3 clusters Score -388232.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -388241.750000 Penalty: 3987.422363
	Iteration 35Q: 3 clusters Score -388241.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -388250.093750 Penalty: 3987.422363
	Iteration 36Q: 3 clusters Score -388250.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -388254.156250 Penalty: 3987.422363
	Iteration 37Q: 3 clusters Score -388254.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -388258.187500 Penalty: 3987.422363
	Iteration 38Q: 3 clusters Score -388258.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -388263.812500 Penalty: 3987.422363
	Iteration 39Q: 3 clusters Score -388263.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -388269.250000 Penalty: 3987.422363
	Iteration 40F: 3 clusters Score -388269.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -388273.906250 Penalty: 3987.422363
	Iteration 41Q: 3 clusters Score -388273.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -388276.843750 Penalty: 3987.422363
	Iteration 42Q: 3 clusters Score -388276.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -388279.250000 Penalty: 3987.422363
	Iteration 43Q: 3 clusters Score -388279.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -388281.531250 Penalty: 3987.422363
	Iteration 44Q: 3 clusters Score -388281.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -388281.968750 Penalty: 3987.422363
	Iteration 45Q: 3 clusters Score -388282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -388283.375000 Penalty: 3987.422363
	Iteration 46Q: 3 clusters Score -388283.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -388284.187500 Penalty: 3987.422363
	Iteration 47Q: 3 clusters Score -388284.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -388284.250000 Penalty: 3987.422363
	Iteration 48Q: 3 clusters Score -388284.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -388285.718750 Penalty: 3987.422363
	Iteration 49Q: 3 clusters Score -388285.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -388285.718750 Penalty: 3987.422363
	Iteration 50F: 3 clusters Score -388285.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (976 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Entering Unmasked Estep 
Score: -146366.859375 Penalty: 1707.098633
	Iteration 0F: 2 clusters Score -146366.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -144610.796875 Penalty: 3414.197266
	Iteration 0F: 3 clusters Score -144610.8 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -145677.187500 Penalty: 3414.197266
	Iteration 1F: 3 clusters Score -145677.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -146377.265625 Penalty: 3414.197266
	Iteration 2F: 3 clusters Score -146377.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -146643.750000 Penalty: 3414.197266
	Iteration 3F: 3 clusters Score -146643.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -146762.734375 Penalty: 3414.197266
	Iteration 4Q: 3 clusters Score -146762.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -146786.390625 Penalty: 3414.197266
	Iteration 5Q: 3 clusters Score -146786.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -146800.078125 Penalty: 3414.197266
	Iteration 6Q: 3 clusters Score -146800.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -146809.125000 Penalty: 3414.197266
	Iteration 7Q: 3 clusters Score -146809.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -146822.859375 Penalty: 3414.197266
	Iteration 8Q: 3 clusters Score -146822.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -146825.328125 Penalty: 3414.197266
	Iteration 9Q: 3 clusters Score -146825.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -146826.781250 Penalty: 3414.197266
	Iteration 10Q: 3 clusters Score -146826.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -146828.312500 Penalty: 3414.197266
	Iteration 11Q: 3 clusters Score -146828.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -146828.312500 Penalty: 3414.197266
	Iteration 12F: 3 clusters Score -146828.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22856 members 
Mstep: Class 2 contains 8041 members 
Mstep: Class 3 contains 1102 members 
Mstep: Class 4 contains 223948 members 
Mstep: Class 5 contains 4132 members 
Mstep: Class 6 contains 2368 members 
Mstep: Class 7 contains 9405 members 
Mstep: Class 8 contains 14065 members 
Mstep: Class 9 contains 7500 members 
Mstep: Class 10 contains 27222 members 
Mstep: Class 11 contains 11586 members 
Mstep: Class 12 contains 969 members 
Mstep: Class 13 contains 3325 members 
Mstep: Class 14 contains 36129 members 
Mstep: Class 15 contains 181595 members 
Mstep: Class 16 contains 23122 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 10079 members 
Mstep: Class 19 contains 164641 members 
Mstep: Class 20 contains 55345 members 
Mstep: Class 21 contains 2332 members 
Mstep: Class 22 contains 692 members 
Mstep: Class 23 contains 4374 members 
Mstep: Class 24 contains 3156 members 
Mstep: Class 25 contains 38809 members 
Mstep: Class 26 contains 60564 members 
Mstep: Class 27 contains 28738 members 
Mstep: Class 28 contains 474 members 
Mstep: Class 29 contains 45291 members 
Mstep: Class 30 contains 11090 members 
Mstep: Class 31 contains 6502 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8482 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 3407 members 
Mstep: Class 36 contains 8301 members 
Mstep: Class 37 contains 3969 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1835 members 
Mstep: Class 40 contains 19228 members 
Mstep: Class 41 contains 425 members 
Mstep: Class 42 contains 3024 members 
Mstep: Class 43 contains 4389 members 
Mstep: Class 44 contains 2354 members 
Mstep: Class 45 contains 21899 members 
Mstep: Class 46 contains 13116 members 
Mstep: Class 47 contains 305 members 
Mstep: Class 48 contains 8295 members 
Mstep: Class 49 contains 26889 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 1027 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 3100 members 
Mstep: Class 54 contains 596 members 
Mstep: Class 55 contains 4681 members 
Mstep: Class 56 contains 17268 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 285 members 
Mstep: Class 60 contains 4774 members 
Mstep: Class 61 contains 1767 members 
Mstep: Class 62 contains 1054 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 7792 members 
Mstep: Class 65 contains 501 members 
Mstep: Class 66 contains 667 members 
Mstep: Class 67 contains 2672 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 708 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 380 members 
Entering Unmasked Estep 
Score: -147541408.000000 Penalty: 256707.609375
Splitting cluster 54 changes total score from -147542816.000000 to -147541408.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 55 (4681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Entering Unmasked Estep 
Score: -503246.625000 Penalty: 2095.914307
	Iteration 0F: 2 clusters Score -503246.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -498941.406250 Penalty: 4191.828613
	Iteration 0F: 3 clusters Score -498941.4 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -500187.031250 Penalty: 4191.828613
	Iteration 1F: 3 clusters Score -500187 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -500550.468750 Penalty: 4191.828613
	Iteration 2F: 3 clusters Score -500550.5 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -500828.312500 Penalty: 4191.828613
	Iteration 3F: 3 clusters Score -500828.3 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -501050.687500 Penalty: 4191.828613
	Iteration 4F: 3 clusters Score -501050.7 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -501258.812500 Penalty: 4191.828613
	Iteration 5Q: 3 clusters Score -501258.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -501436.093750 Penalty: 4191.828613
	Iteration 6Q: 3 clusters Score -501436.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -501562.093750 Penalty: 4191.828613
	Iteration 7Q: 3 clusters Score -501562.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -501669.218750 Penalty: 4191.828613
	Iteration 8Q: 3 clusters Score -501669.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -501745.656250 Penalty: 4191.828613
	Iteration 9Q: 3 clusters Score -501745.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -501805.718750 Penalty: 4191.828613
	Iteration 10Q: 3 clusters Score -501805.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -501846.062500 Penalty: 4191.828613
	Iteration 11Q: 3 clusters Score -501846.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -501873.062500 Penalty: 4191.828613
	Iteration 12Q: 3 clusters Score -501873.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -501898.187500 Penalty: 4191.828613
	Iteration 13Q: 3 clusters Score -501898.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -501921.093750 Penalty: 4191.828613
	Iteration 14Q: 3 clusters Score -501921.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -501948.937500 Penalty: 4191.828613
	Iteration 15Q: 3 clusters Score -501948.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -501970.812500 Penalty: 4191.828613
	Iteration 16Q: 3 clusters Score -501970.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -501993.843750 Penalty: 4191.828613
	Iteration 17Q: 3 clusters Score -501993.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -502011.000000 Penalty: 4191.828613
	Iteration 18Q: 3 clusters Score -502011 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -502044.062500 Penalty: 4191.828613
	Iteration 19Q: 3 clusters Score -502044.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -502094.875000 Penalty: 4191.828613
	Iteration 20F: 3 clusters Score -502094.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -502135.843750 Penalty: 4191.828613
	Iteration 21Q: 3 clusters Score -502135.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -502163.281250 Penalty: 4191.828613
	Iteration 22Q: 3 clusters Score -502163.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -502189.062500 Penalty: 4191.828613
	Iteration 23Q: 3 clusters Score -502189.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -502207.687500 Penalty: 4191.828613
	Iteration 24Q: 3 clusters Score -502207.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -502222.218750 Penalty: 4191.828613
	Iteration 25Q: 3 clusters Score -502222.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -502232.187500 Penalty: 4191.828613
	Iteration 26Q: 3 clusters Score -502232.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -502240.343750 Penalty: 4191.828613
	Iteration 27Q: 3 clusters Score -502240.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -502252.250000 Penalty: 4191.828613
	Iteration 28Q: 3 clusters Score -502252.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -502266.187500 Penalty: 4191.828613
	Iteration 29Q: 3 clusters Score -502266.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -502278.031250 Penalty: 4191.828613
	Iteration 30Q: 3 clusters Score -502278 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -502284.593750 Penalty: 4191.828613
	Iteration 31Q: 3 clusters Score -502284.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -502290.156250 Penalty: 4191.828613
	Iteration 32Q: 3 clusters Score -502290.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -502300.875000 Penalty: 4191.828613
	Iteration 33Q: 3 clusters Score -502300.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -502309.468750 Penalty: 4191.828613
	Iteration 34Q: 3 clusters Score -502309.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -502317.875000 Penalty: 4191.828613
	Iteration 35Q: 3 clusters Score -502317.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -502323.250000 Penalty: 4191.828613
	Iteration 36Q: 3 clusters Score -502323.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -502328.218750 Penalty: 4191.828613
	Iteration 37Q: 3 clusters Score -502328.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -502332.437500 Penalty: 4191.828613
	Iteration 38Q: 3 clusters Score -502332.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -502339.125000 Penalty: 4191.828613
	Iteration 39Q: 3 clusters Score -502339.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -502342.437500 Penalty: 4191.828613
	Iteration 40F: 3 clusters Score -502342.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -502346.250000 Penalty: 4191.828613
	Iteration 41Q: 3 clusters Score -502346.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -502350.250000 Penalty: 4191.828613
	Iteration 42Q: 3 clusters Score -502350.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -502352.937500 Penalty: 4191.828613
	Iteration 43Q: 3 clusters Score -502352.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -502354.937500 Penalty: 4191.828613
	Iteration 44Q: 3 clusters Score -502354.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -502355.875000 Penalty: 4191.828613
	Iteration 45Q: 3 clusters Score -502355.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -502358.250000 Penalty: 4191.828613
	Iteration 46Q: 3 clusters Score -502358.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -502359.000000 Penalty: 4191.828613
	Iteration 47Q: 3 clusters Score -502359 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -502363.562500 Penalty: 4191.828613
	Iteration 48Q: 3 clusters Score -502363.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -502368.593750 Penalty: 4191.828613
	Iteration 49Q: 3 clusters Score -502368.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -502370.437500 Penalty: 4191.828613
	Iteration 50Q: 3 clusters Score -502370.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -502375.531250 Penalty: 4191.828613
	Iteration 51Q: 3 clusters Score -502375.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -502390.500000 Penalty: 4191.828613
	Iteration 52Q: 3 clusters Score -502390.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -502418.218750 Penalty: 4191.828613
	Iteration 53Q: 3 clusters Score -502418.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -502440.593750 Penalty: 4191.828613
	Iteration 54Q: 3 clusters Score -502440.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -502457.906250 Penalty: 4191.828613
	Iteration 55Q: 3 clusters Score -502457.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -502475.000000 Penalty: 4191.828613
	Iteration 56Q: 3 clusters Score -502475 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -502491.656250 Penalty: 4191.828613
	Iteration 57Q: 3 clusters Score -502491.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -502501.125000 Penalty: 4191.828613
	Iteration 58Q: 3 clusters Score -502501.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -502509.687500 Penalty: 4191.828613
	Iteration 59Q: 3 clusters Score -502509.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -502515.718750 Penalty: 4191.828613
	Iteration 60F: 3 clusters Score -502515.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -502519.156250 Penalty: 4191.828613
	Iteration 61Q: 3 clusters Score -502519.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -502524.875000 Penalty: 4191.828613
	Iteration 62Q: 3 clusters Score -502524.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -502529.000000 Penalty: 4191.828613
	Iteration 63Q: 3 clusters Score -502529 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -502533.531250 Penalty: 4191.828613
	Iteration 64Q: 3 clusters Score -502533.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -502538.312500 Penalty: 4191.828613
	Iteration 65Q: 3 clusters Score -502538.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -502543.156250 Penalty: 4191.828613
	Iteration 66Q: 3 clusters Score -502543.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -502545.062500 Penalty: 4191.828613
	Iteration 67Q: 3 clusters Score -502545.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -502545.375000 Penalty: 4191.828613
	Iteration 68Q: 3 clusters Score -502545.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -502546.531250 Penalty: 4191.828613
	Iteration 69Q: 3 clusters Score -502546.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -502548.687500 Penalty: 4191.828613
	Iteration 70Q: 3 clusters Score -502548.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -502548.687500 Penalty: 4191.828613
	Iteration 71Q: 3 clusters Score -502548.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -502548.906250 Penalty: 4191.828613
	Iteration 72Q: 3 clusters Score -502548.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -502548.906250 Penalty: 4191.828613
	Iteration 73F: 3 clusters Score -502548.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (17268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17268 members 
Entering Unmasked Estep 
Score: -2206059.250000 Penalty: 2419.639160
	Iteration 0F: 2 clusters Score -2206059 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -2193642.000000 Penalty: 4839.278320
	Iteration 0F: 3 clusters Score -2193642 nChanged 7618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -2197767.250000 Penalty: 4839.278320
	Iteration 1F: 3 clusters Score -2197767 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -2198239.750000 Penalty: 4839.278320
	Iteration 2F: 3 clusters Score -2198240 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 8955 members 
Entering Unmasked Estep 
Score: -2198614.000000 Penalty: 4839.278320
	Iteration 3F: 3 clusters Score -2198614 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -2198883.000000 Penalty: 4839.278320
	Iteration 4Q: 3 clusters Score -2198883 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 9434 members 
Entering Unmasked Estep 
Score: -2199114.750000 Penalty: 4839.278320
	Iteration 5Q: 3 clusters Score -2199115 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -2199361.500000 Penalty: 4839.278320
	Iteration 6Q: 3 clusters Score -2199362 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 10215 members 
Entering Unmasked Estep 
Score: -2199632.000000 Penalty: 4839.278320
	Iteration 7Q: 3 clusters Score -2199632 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 10737 members 
Entering Unmasked Estep 
Score: -2199953.500000 Penalty: 4839.278320
	Iteration 8Q: 3 clusters Score -2199954 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 11361 members 
Entering Unmasked Estep 
Score: -2200323.250000 Penalty: 4839.278320
	Iteration 9Q: 3 clusters Score -2200323 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 12037 members 
Entering Unmasked Estep 
Score: -2200764.500000 Penalty: 4839.278320
	Iteration 10Q: 3 clusters Score -2200764 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 12785 members 
Entering Unmasked Estep 
Score: -2201290.250000 Penalty: 4839.278320
	Iteration 11Q: 3 clusters Score -2201290 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 13529 members 
Entering Unmasked Estep 
Score: -2201828.500000 Penalty: 4839.278320
	Iteration 12Q: 3 clusters Score -2201828 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 14246 members 
Entering Unmasked Estep 
Score: -2202384.250000 Penalty: 4839.278320
	Iteration 13Q: 3 clusters Score -2202384 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 14848 members 
Entering Unmasked Estep 
Score: -2202861.000000 Penalty: 4839.278320
	Iteration 14Q: 3 clusters Score -2202861 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 15325 members 
Entering Unmasked Estep 
Score: -2203231.750000 Penalty: 4839.278320
	Iteration 15Q: 3 clusters Score -2203232 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 15654 members 
Entering Unmasked Estep 
Score: -2203494.750000 Penalty: 4839.278320
	Iteration 16Q: 3 clusters Score -2203495 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 15893 members 
Entering Unmasked Estep 
Score: -2203665.750000 Penalty: 4839.278320
	Iteration 17Q: 3 clusters Score -2203666 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 16056 members 
Entering Unmasked Estep 
Score: -2203774.000000 Penalty: 4839.278320
	Iteration 18Q: 3 clusters Score -2203774 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 16168 members 
Entering Unmasked Estep 
Score: -2203851.000000 Penalty: 4839.278320
	Iteration 19Q: 3 clusters Score -2203851 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 16258 members 
Entering Unmasked Estep 
Score: -2203918.000000 Penalty: 4839.278320
	Iteration 20F: 3 clusters Score -2203918 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 16326 members 
Entering Unmasked Estep 
Score: -2203973.000000 Penalty: 4839.278320
	Iteration 21Q: 3 clusters Score -2203973 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 16384 members 
Entering Unmasked Estep 
Score: -2204025.750000 Penalty: 4839.278320
	Iteration 22Q: 3 clusters Score -2204026 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 16423 members 
Entering Unmasked Estep 
Score: -2204052.750000 Penalty: 4839.278320
	Iteration 23Q: 3 clusters Score -2204053 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 16452 members 
Entering Unmasked Estep 
Score: -2204073.250000 Penalty: 4839.278320
	Iteration 24Q: 3 clusters Score -2204073 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 16477 members 
Entering Unmasked Estep 
Score: -2204095.500000 Penalty: 4839.278320
	Iteration 25Q: 3 clusters Score -2204096 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 16500 members 
Entering Unmasked Estep 
Score: -2204108.750000 Penalty: 4839.278320
	Iteration 26Q: 3 clusters Score -2204109 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 16522 members 
Entering Unmasked Estep 
Score: -2204118.750000 Penalty: 4839.278320
	Iteration 27Q: 3 clusters Score -2204119 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 16537 members 
Entering Unmasked Estep 
Score: -2204131.500000 Penalty: 4839.278320
	Iteration 28Q: 3 clusters Score -2204132 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 16550 members 
Entering Unmasked Estep 
Score: -2204136.000000 Penalty: 4839.278320
	Iteration 29Q: 3 clusters Score -2204136 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 16564 members 
Entering Unmasked Estep 
Score: -2204145.500000 Penalty: 4839.278320
	Iteration 30Q: 3 clusters Score -2204146 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 16574 members 
Entering Unmasked Estep 
Score: -2204149.750000 Penalty: 4839.278320
	Iteration 31Q: 3 clusters Score -2204150 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 16581 members 
Entering Unmasked Estep 
Score: -2204154.750000 Penalty: 4839.278320
	Iteration 32Q: 3 clusters Score -2204155 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 16583 members 
Entering Unmasked Estep 
Score: -2204154.750000 Penalty: 4839.278320
	Iteration 33Q: 3 clusters Score -2204155 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 16587 members 
Entering Unmasked Estep 
Score: -2204157.000000 Penalty: 4839.278320
	Iteration 34Q: 3 clusters Score -2204157 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 16595 members 
Entering Unmasked Estep 
Score: -2204164.750000 Penalty: 4839.278320
	Iteration 35Q: 3 clusters Score -2204165 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 16601 members 
Entering Unmasked Estep 
Score: -2204166.500000 Penalty: 4839.278320
	Iteration 36Q: 3 clusters Score -2204166 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 16608 members 
Entering Unmasked Estep 
Score: -2204172.250000 Penalty: 4839.278320
	Iteration 37Q: 3 clusters Score -2204172 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 16614 members 
Entering Unmasked Estep 
Score: -2204175.250000 Penalty: 4839.278320
	Iteration 38Q: 3 clusters Score -2204175 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 16619 members 
Entering Unmasked Estep 
Score: -2204182.000000 Penalty: 4839.278320
	Iteration 39Q: 3 clusters Score -2204182 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 16630 members 
Entering Unmasked Estep 
Score: -2204188.250000 Penalty: 4839.278320
	Iteration 40F: 3 clusters Score -2204188 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 16633 members 
Entering Unmasked Estep 
Score: -2204192.000000 Penalty: 4839.278320
	Iteration 41Q: 3 clusters Score -2204192 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 16637 members 
Entering Unmasked Estep 
Score: -2204194.000000 Penalty: 4839.278320
	Iteration 42Q: 3 clusters Score -2204194 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 16641 members 
Entering Unmasked Estep 
Score: -2204198.500000 Penalty: 4839.278320
	Iteration 43Q: 3 clusters Score -2204198 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 16641 members 
Entering Unmasked Estep 
Score: -2204198.500000 Penalty: 4839.278320
	Iteration 44F: 3 clusters Score -2204198 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Entering Unmasked Estep 
Score: -68800.750000 Penalty: 1524.820190
	Iteration 0F: 2 clusters Score -68800.75 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 235 members 
Entering Unmasked Estep 
Score: -67366.148438 Penalty: 3049.640381
	Iteration 0F: 3 clusters Score -67366.15 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -67869.437500 Penalty: 3049.640381
	Iteration 1F: 3 clusters Score -67869.44 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -68595.000000 Penalty: 3049.640381
	Iteration 2F: 3 clusters Score -68595 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -68854.835938 Penalty: 3049.640381
	Iteration 3F: 3 clusters Score -68854.84 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -69011.101562 Penalty: 3049.640381
	Iteration 4Q: 3 clusters Score -69011.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -69113.476562 Penalty: 3049.640381
	Iteration 5Q: 3 clusters Score -69113.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -69129.078125 Penalty: 3049.640381
	Iteration 6Q: 3 clusters Score -69129.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -69134.117188 Penalty: 3049.640381
	Iteration 7Q: 3 clusters Score -69134.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -69134.117188 Penalty: 3049.640381
	Iteration 8F: 3 clusters Score -69134.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22856 members 
Mstep: Class 2 contains 8041 members 
Mstep: Class 3 contains 1102 members 
Mstep: Class 4 contains 223948 members 
Mstep: Class 5 contains 4132 members 
Mstep: Class 6 contains 2368 members 
Mstep: Class 7 contains 9405 members 
Mstep: Class 8 contains 14065 members 
Mstep: Class 9 contains 7500 members 
Mstep: Class 10 contains 27222 members 
Mstep: Class 11 contains 11586 members 
Mstep: Class 12 contains 969 members 
Mstep: Class 13 contains 3325 members 
Mstep: Class 14 contains 36129 members 
Mstep: Class 15 contains 181595 members 
Mstep: Class 16 contains 23122 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 10079 members 
Mstep: Class 19 contains 164641 members 
Mstep: Class 20 contains 55345 members 
Mstep: Class 21 contains 2332 members 
Mstep: Class 22 contains 692 members 
Mstep: Class 23 contains 4374 members 
Mstep: Class 24 contains 3156 members 
Mstep: Class 25 contains 38809 members 
Mstep: Class 26 contains 60564 members 
Mstep: Class 27 contains 28738 members 
Mstep: Class 28 contains 474 members 
Mstep: Class 29 contains 45291 members 
Mstep: Class 30 contains 11090 members 
Mstep: Class 31 contains 6502 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8482 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 3407 members 
Mstep: Class 36 contains 8301 members 
Mstep: Class 37 contains 3969 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1835 members 
Mstep: Class 40 contains 19228 members 
Mstep: Class 41 contains 425 members 
Mstep: Class 42 contains 3024 members 
Mstep: Class 43 contains 4389 members 
Mstep: Class 44 contains 2354 members 
Mstep: Class 45 contains 21899 members 
Mstep: Class 46 contains 13116 members 
Mstep: Class 47 contains 305 members 
Mstep: Class 48 contains 8295 members 
Mstep: Class 49 contains 26889 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 1027 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 3100 members 
Mstep: Class 54 contains 976 members 
Mstep: Class 55 contains 4681 members 
Mstep: Class 56 contains 17268 members 
Mstep: Class 57 contains 360 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 285 members 
Mstep: Class 60 contains 4774 members 
Mstep: Class 61 contains 1767 members 
Mstep: Class 62 contains 1054 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 7792 members 
Mstep: Class 65 contains 501 members 
Mstep: Class 66 contains 667 members 
Mstep: Class 67 contains 2672 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 708 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 108 members 
Entering Unmasked Estep 
Score: -147541248.000000 Penalty: 256707.609375
Splitting cluster 57 changes total score from -147542816.000000 to -147541248.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 58 (405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Entering Unmasked Estep 
Score: -56144.371094 Penalty: 1488.963989
	Iteration 0F: 2 clusters Score -56144.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -54777.496094 Penalty: 2977.927979
	Iteration 0F: 3 clusters Score -54777.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -55210.277344 Penalty: 2977.927979
	Iteration 1F: 3 clusters Score -55210.28 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -55442.402344 Penalty: 2977.927979
	Iteration 2F: 3 clusters Score -55442.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -55662.648438 Penalty: 2977.927979
	Iteration 3F: 3 clusters Score -55662.65 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -55832.429688 Penalty: 2977.927979
	Iteration 4Q: 3 clusters Score -55832.43 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -55902.519531 Penalty: 2977.927979
	Iteration 5Q: 3 clusters Score -55902.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -55940.519531 Penalty: 2977.927979
	Iteration 6Q: 3 clusters Score -55940.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -55956.996094 Penalty: 2977.927979
	Iteration 7Q: 3 clusters Score -55957 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -55966.847656 Penalty: 2977.927979
	Iteration 8Q: 3 clusters Score -55966.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -55969.015625 Penalty: 2977.927979
	Iteration 9Q: 3 clusters Score -55969.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -55969.015625 Penalty: 2977.927979
	Iteration 10F: 3 clusters Score -55969.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Entering Unmasked Estep 
Score: -38239.878906 Penalty: 1401.817261
	Iteration 0F: 2 clusters Score -38239.88 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 156 members 
Entering Unmasked Estep 
Score: -37013.257812 Penalty: 2803.634521
	Iteration 0F: 3 clusters Score -37013.26 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -37247.753906 Penalty: 2803.634521
	Iteration 1F: 3 clusters Score -37247.75 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -37332.218750 Penalty: 2803.634521
	Iteration 2Q: 3 clusters Score -37332.22 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -37404.371094 Penalty: 2803.634521
	Iteration 3Q: 3 clusters Score -37404.37 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -37478.234375 Penalty: 2803.634521
	Iteration 4Q: 3 clusters Score -37478.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -37530.914062 Penalty: 2803.634521
	Iteration 5Q: 3 clusters Score -37530.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -37625.312500 Penalty: 2803.634521
	Iteration 6Q: 3 clusters Score -37625.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -37669.480469 Penalty: 2803.634521
	Iteration 7Q: 3 clusters Score -37669.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -37699.890625 Penalty: 2803.634521
	Iteration 8Q: 3 clusters Score -37699.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -37739.546875 Penalty: 2803.634521
	Iteration 9Q: 3 clusters Score -37739.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -37739.546875 Penalty: 2803.634521
	Iteration 10F: 3 clusters Score -37739.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (4774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Entering Unmasked Estep 
Score: -604703.437500 Penalty: 2100.792969
	Iteration 0F: 2 clusters Score -604703.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -600279.687500 Penalty: 4201.585938
	Iteration 0F: 3 clusters Score -600279.7 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -601285.437500 Penalty: 4201.585938
	Iteration 1F: 3 clusters Score -601285.4 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -601488.937500 Penalty: 4201.585938
	Iteration 2F: 3 clusters Score -601488.9 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -601633.000000 Penalty: 4201.585938
	Iteration 3F: 3 clusters Score -601633 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -601744.250000 Penalty: 4201.585938
	Iteration 4Q: 3 clusters Score -601744.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -601830.250000 Penalty: 4201.585938
	Iteration 5Q: 3 clusters Score -601830.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -601899.500000 Penalty: 4201.585938
	Iteration 6Q: 3 clusters Score -601899.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -601962.500000 Penalty: 4201.585938
	Iteration 7Q: 3 clusters Score -601962.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -602023.687500 Penalty: 4201.585938
	Iteration 8Q: 3 clusters Score -602023.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -602071.937500 Penalty: 4201.585938
	Iteration 9Q: 3 clusters Score -602071.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -602108.625000 Penalty: 4201.585938
	Iteration 10Q: 3 clusters Score -602108.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -602149.812500 Penalty: 4201.585938
	Iteration 11Q: 3 clusters Score -602149.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -602188.437500 Penalty: 4201.585938
	Iteration 12Q: 3 clusters Score -602188.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -602217.375000 Penalty: 4201.585938
	Iteration 13Q: 3 clusters Score -602217.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -602246.812500 Penalty: 4201.585938
	Iteration 14Q: 3 clusters Score -602246.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -602271.687500 Penalty: 4201.585938
	Iteration 15Q: 3 clusters Score -602271.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -602296.625000 Penalty: 4201.585938
	Iteration 16Q: 3 clusters Score -602296.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -602321.312500 Penalty: 4201.585938
	Iteration 17Q: 3 clusters Score -602321.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -602343.750000 Penalty: 4201.585938
	Iteration 18Q: 3 clusters Score -602343.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -602362.375000 Penalty: 4201.585938
	Iteration 19Q: 3 clusters Score -602362.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -602380.312500 Penalty: 4201.585938
	Iteration 20F: 3 clusters Score -602380.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -602396.812500 Penalty: 4201.585938
	Iteration 21Q: 3 clusters Score -602396.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -602414.375000 Penalty: 4201.585938
	Iteration 22Q: 3 clusters Score -602414.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -602429.562500 Penalty: 4201.585938
	Iteration 23Q: 3 clusters Score -602429.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -602447.937500 Penalty: 4201.585938
	Iteration 24Q: 3 clusters Score -602447.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -602472.625000 Penalty: 4201.585938
	Iteration 25Q: 3 clusters Score -602472.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -602489.375000 Penalty: 4201.585938
	Iteration 26Q: 3 clusters Score -602489.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -602506.875000 Penalty: 4201.585938
	Iteration 27Q: 3 clusters Score -602506.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -602525.187500 Penalty: 4201.585938
	Iteration 28Q: 3 clusters Score -602525.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -602549.062500 Penalty: 4201.585938
	Iteration 29Q: 3 clusters Score -602549.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -602569.437500 Penalty: 4201.585938
	Iteration 30Q: 3 clusters Score -602569.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -602583.687500 Penalty: 4201.585938
	Iteration 31Q: 3 clusters Score -602583.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -602591.750000 Penalty: 4201.585938
	Iteration 32Q: 3 clusters Score -602591.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -602597.250000 Penalty: 4201.585938
	Iteration 33Q: 3 clusters Score -602597.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -602601.375000 Penalty: 4201.585938
	Iteration 34Q: 3 clusters Score -602601.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -602603.937500 Penalty: 4201.585938
	Iteration 35Q: 3 clusters Score -602603.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -602608.375000 Penalty: 4201.585938
	Iteration 36Q: 3 clusters Score -602608.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -602612.187500 Penalty: 4201.585938
	Iteration 37Q: 3 clusters Score -602612.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -602616.625000 Penalty: 4201.585938
	Iteration 38Q: 3 clusters Score -602616.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -602623.812500 Penalty: 4201.585938
	Iteration 39Q: 3 clusters Score -602623.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -602633.687500 Penalty: 4201.585938
	Iteration 40F: 3 clusters Score -602633.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -602644.312500 Penalty: 4201.585938
	Iteration 41Q: 3 clusters Score -602644.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -602652.937500 Penalty: 4201.585938
	Iteration 42Q: 3 clusters Score -602652.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -602659.875000 Penalty: 4201.585938
	Iteration 43Q: 3 clusters Score -602659.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -602664.562500 Penalty: 4201.585938
	Iteration 44Q: 3 clusters Score -602664.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -602668.875000 Penalty: 4201.585938
	Iteration 45Q: 3 clusters Score -602668.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -602674.812500 Penalty: 4201.585938
	Iteration 46Q: 3 clusters Score -602674.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -602677.312500 Penalty: 4201.585938
	Iteration 47Q: 3 clusters Score -602677.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -602682.187500 Penalty: 4201.585938
	Iteration 48Q: 3 clusters Score -602682.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -602683.687500 Penalty: 4201.585938
	Iteration 49Q: 3 clusters Score -602683.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -602688.562500 Penalty: 4201.585938
	Iteration 50Q: 3 clusters Score -602688.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -602689.937500 Penalty: 4201.585938
	Iteration 51Q: 3 clusters Score -602689.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -602690.812500 Penalty: 4201.585938
	Iteration 52Q: 3 clusters Score -602690.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -602691.562500 Penalty: 4201.585938
	Iteration 53Q: 3 clusters Score -602691.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -602691.500000 Penalty: 4201.585938
	Iteration 54Q: 3 clusters Score -602691.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -602692.312500 Penalty: 4201.585938
	Iteration 55Q: 3 clusters Score -602692.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -602693.125000 Penalty: 4201.585938
	Iteration 56Q: 3 clusters Score -602693.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -602693.812500 Penalty: 4201.585938
	Iteration 57Q: 3 clusters Score -602693.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -602695.437500 Penalty: 4201.585938
	Iteration 58Q: 3 clusters Score -602695.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -602695.437500 Penalty: 4201.585938
	Iteration 59Q: 3 clusters Score -602695.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -602698.312500 Penalty: 4201.585938
	Iteration 60F: 3 clusters Score -602698.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -602701.125000 Penalty: 4201.585938
	Iteration 61Q: 3 clusters Score -602701.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -602705.937500 Penalty: 4201.585938
	Iteration 62Q: 3 clusters Score -602705.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -602711.062500 Penalty: 4201.585938
	Iteration 63Q: 3 clusters Score -602711.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -602712.687500 Penalty: 4201.585938
	Iteration 64Q: 3 clusters Score -602712.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -602713.812500 Penalty: 4201.585938
	Iteration 65Q: 3 clusters Score -602713.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -602714.500000 Penalty: 4201.585938
	Iteration 66Q: 3 clusters Score -602714.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -602715.937500 Penalty: 4201.585938
	Iteration 67Q: 3 clusters Score -602715.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -602716.687500 Penalty: 4201.585938
	Iteration 68Q: 3 clusters Score -602716.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -602717.062500 Penalty: 4201.585938
	Iteration 69Q: 3 clusters Score -602717.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -602718.125000 Penalty: 4201.585938
	Iteration 70Q: 3 clusters Score -602718.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -602718.375000 Penalty: 4201.585938
	Iteration 71Q: 3 clusters Score -602718.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -602718.375000 Penalty: 4201.585938
	Iteration 72F: 3 clusters Score -602718.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (1767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Entering Unmasked Estep 
Score: -222366.125000 Penalty: 1854.305542
	Iteration 0F: 2 clusters Score -222366.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -219898.796875 Penalty: 3708.611084
	Iteration 0F: 3 clusters Score -219898.8 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -220321.812500 Penalty: 3708.611084
	Iteration 1F: 3 clusters Score -220321.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -220425.750000 Penalty: 3708.611084
	Iteration 2F: 3 clusters Score -220425.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -220487.343750 Penalty: 3708.611084
	Iteration 3Q: 3 clusters Score -220487.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -220524.203125 Penalty: 3708.611084
	Iteration 4Q: 3 clusters Score -220524.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -220552.718750 Penalty: 3708.611084
	Iteration 5Q: 3 clusters Score -220552.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -220576.203125 Penalty: 3708.611084
	Iteration 6Q: 3 clusters Score -220576.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -220588.218750 Penalty: 3708.611084
	Iteration 7Q: 3 clusters Score -220588.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -220597.593750 Penalty: 3708.611084
	Iteration 8Q: 3 clusters Score -220597.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -220605.093750 Penalty: 3708.611084
	Iteration 9Q: 3 clusters Score -220605.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -220606.921875 Penalty: 3708.611084
	Iteration 10Q: 3 clusters Score -220606.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -220608.531250 Penalty: 3708.611084
	Iteration 11Q: 3 clusters Score -220608.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -220608.531250 Penalty: 3708.611084
	Iteration 12F: 3 clusters Score -220608.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (1054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Entering Unmasked Estep 
Score: -152478.578125 Penalty: 1726.166260
	Iteration 0F: 2 clusters Score -152478.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -150693.312500 Penalty: 3452.332520
	Iteration 0F: 3 clusters Score -150693.3 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -151469.453125 Penalty: 3452.332520
	Iteration 1F: 3 clusters Score -151469.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -151759.578125 Penalty: 3452.332520
	Iteration 2F: 3 clusters Score -151759.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -151917.421875 Penalty: 3452.332520
	Iteration 3F: 3 clusters Score -151917.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -152019.859375 Penalty: 3452.332520
	Iteration 4Q: 3 clusters Score -152019.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -152114.578125 Penalty: 3452.332520
	Iteration 5Q: 3 clusters Score -152114.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -152218.234375 Penalty: 3452.332520
	Iteration 6Q: 3 clusters Score -152218.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -152254.656250 Penalty: 3452.332520
	Iteration 7Q: 3 clusters Score -152254.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -152270.265625 Penalty: 3452.332520
	Iteration 8Q: 3 clusters Score -152270.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -152292.890625 Penalty: 3452.332520
	Iteration 9Q: 3 clusters Score -152292.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -152323.625000 Penalty: 3452.332520
	Iteration 10Q: 3 clusters Score -152323.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -152329.937500 Penalty: 3452.332520
	Iteration 11Q: 3 clusters Score -152329.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -152339.609375 Penalty: 3452.332520
	Iteration 12Q: 3 clusters Score -152339.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -152339.609375 Penalty: 3452.332520
	Iteration 13F: 3 clusters Score -152339.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Entering Unmasked Estep 
Score: -50886.558594 Penalty: 1452.057861
	Iteration 0F: 2 clusters Score -50886.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -49638.242188 Penalty: 2904.115723
	Iteration 0F: 3 clusters Score -49638.24 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -50113.019531 Penalty: 2904.115723
	Iteration 1F: 3 clusters Score -50113.02 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -50275.304688 Penalty: 2904.115723
	Iteration 2F: 3 clusters Score -50275.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -50405.816406 Penalty: 2904.115723
	Iteration 3Q: 3 clusters Score -50405.82 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -50470.625000 Penalty: 2904.115723
	Iteration 4Q: 3 clusters Score -50470.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -50497.242188 Penalty: 2904.115723
	Iteration 5Q: 3 clusters Score -50497.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -50508.964844 Penalty: 2904.115723
	Iteration 6Q: 3 clusters Score -50508.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -50508.964844 Penalty: 2904.115723
	Iteration 7F: 3 clusters Score -50508.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (7792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Entering Unmasked Estep 
Score: -983407.500000 Penalty: 2222.291504
	Iteration 0F: 2 clusters Score -983407.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -977127.625000 Penalty: 4444.583008
	Iteration 0F: 3 clusters Score -977127.6 nChanged 3228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -978822.187500 Penalty: 4444.583008
	Iteration 1F: 3 clusters Score -978822.2 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -979073.875000 Penalty: 4444.583008
	Iteration 2F: 3 clusters Score -979073.9 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -979253.187500 Penalty: 4444.583008
	Iteration 3F: 3 clusters Score -979253.2 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -979384.875000 Penalty: 4444.583008
	Iteration 4Q: 3 clusters Score -979384.9 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -979495.812500 Penalty: 4444.583008
	Iteration 5Q: 3 clusters Score -979495.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -979588.687500 Penalty: 4444.583008
	Iteration 6Q: 3 clusters Score -979588.7 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -979661.000000 Penalty: 4444.583008
	Iteration 7Q: 3 clusters Score -979661 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -979745.125000 Penalty: 4444.583008
	Iteration 8Q: 3 clusters Score -979745.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -979854.437500 Penalty: 4444.583008
	Iteration 9Q: 3 clusters Score -979854.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -979961.437500 Penalty: 4444.583008
	Iteration 10Q: 3 clusters Score -979961.4 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -980091.812500 Penalty: 4444.583008
	Iteration 11Q: 3 clusters Score -980091.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -980238.750000 Penalty: 4444.583008
	Iteration 12Q: 3 clusters Score -980238.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -980402.062500 Penalty: 4444.583008
	Iteration 13Q: 3 clusters Score -980402.1 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -980595.812500 Penalty: 4444.583008
	Iteration 14Q: 3 clusters Score -980595.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -980784.687500 Penalty: 4444.583008
	Iteration 15Q: 3 clusters Score -980784.7 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -980924.375000 Penalty: 4444.583008
	Iteration 16Q: 3 clusters Score -980924.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -981045.375000 Penalty: 4444.583008
	Iteration 17Q: 3 clusters Score -981045.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -981138.375000 Penalty: 4444.583008
	Iteration 18Q: 3 clusters Score -981138.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -981212.187500 Penalty: 4444.583008
	Iteration 19Q: 3 clusters Score -981212.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -981269.187500 Penalty: 4444.583008
	Iteration 20F: 3 clusters Score -981269.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -981315.625000 Penalty: 4444.583008
	Iteration 21Q: 3 clusters Score -981315.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -981346.000000 Penalty: 4444.583008
	Iteration 22Q: 3 clusters Score -981346 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -981377.937500 Penalty: 4444.583008
	Iteration 23Q: 3 clusters Score -981377.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -981401.250000 Penalty: 4444.583008
	Iteration 24Q: 3 clusters Score -981401.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -981425.125000 Penalty: 4444.583008
	Iteration 25Q: 3 clusters Score -981425.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -981434.625000 Penalty: 4444.583008
	Iteration 26Q: 3 clusters Score -981434.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -981442.187500 Penalty: 4444.583008
	Iteration 27Q: 3 clusters Score -981442.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -981449.125000 Penalty: 4444.583008
	Iteration 28Q: 3 clusters Score -981449.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -981452.750000 Penalty: 4444.583008
	Iteration 29Q: 3 clusters Score -981452.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -981453.062500 Penalty: 4444.583008
	Iteration 30Q: 3 clusters Score -981453.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -981456.250000 Penalty: 4444.583008
	Iteration 31Q: 3 clusters Score -981456.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -981462.062500 Penalty: 4444.583008
	Iteration 32Q: 3 clusters Score -981462.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -981466.875000 Penalty: 4444.583008
	Iteration 33Q: 3 clusters Score -981466.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -981466.937500 Penalty: 4444.583008
	Iteration 34Q: 3 clusters Score -981466.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -981467.250000 Penalty: 4444.583008
	Iteration 35Q: 3 clusters Score -981467.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -981467.250000 Penalty: 4444.583008
	Iteration 36F: 3 clusters Score -981467.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Entering Unmasked Estep 
Score: -73816.789062 Penalty: 1541.718262
	Iteration 0F: 2 clusters Score -73816.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -72412.242188 Penalty: 3083.436523
	Iteration 0F: 3 clusters Score -72412.24 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -72845.453125 Penalty: 3083.436523
	Iteration 1F: 3 clusters Score -72845.45 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -73174.601562 Penalty: 3083.436523
	Iteration 2F: 3 clusters Score -73174.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -73589.132812 Penalty: 3083.436523
	Iteration 3F: 3 clusters Score -73589.13 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -74014.546875 Penalty: 3083.436523
	Iteration 4F: 3 clusters Score -74014.55 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -74336.828125 Penalty: 3083.436523
	Iteration 5Q: 3 clusters Score -74336.83 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -74592.625000 Penalty: 3083.436523
	Iteration 6Q: 3 clusters Score -74592.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -74726.304688 Penalty: 3083.436523
	Iteration 7Q: 3 clusters Score -74726.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -74790.687500 Penalty: 3083.436523
	Iteration 8Q: 3 clusters Score -74790.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -74793.882812 Penalty: 3083.436523
	Iteration 9Q: 3 clusters Score -74793.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -74798.898438 Penalty: 3083.436523
	Iteration 10Q: 3 clusters Score -74798.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -74808.382812 Penalty: 3083.436523
	Iteration 11Q: 3 clusters Score -74808.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -74842.242188 Penalty: 3083.436523
	Iteration 12Q: 3 clusters Score -74842.24 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -74885.710938 Penalty: 3083.436523
	Iteration 13Q: 3 clusters Score -74885.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -74930.523438 Penalty: 3083.436523
	Iteration 14Q: 3 clusters Score -74930.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -74990.500000 Penalty: 3083.436523
	Iteration 15Q: 3 clusters Score -74990.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -75032.437500 Penalty: 3083.436523
	Iteration 16Q: 3 clusters Score -75032.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -75052.304688 Penalty: 3083.436523
	Iteration 17Q: 3 clusters Score -75052.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -75052.304688 Penalty: 3083.436523
	Iteration 18F: 3 clusters Score -75052.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22856 members 
Mstep: Class 2 contains 8041 members 
Mstep: Class 3 contains 1102 members 
Mstep: Class 4 contains 223948 members 
Mstep: Class 5 contains 4132 members 
Mstep: Class 6 contains 2368 members 
Mstep: Class 7 contains 9405 members 
Mstep: Class 8 contains 14065 members 
Mstep: Class 9 contains 7500 members 
Mstep: Class 10 contains 27222 members 
Mstep: Class 11 contains 11586 members 
Mstep: Class 12 contains 969 members 
Mstep: Class 13 contains 3325 members 
Mstep: Class 14 contains 36129 members 
Mstep: Class 15 contains 181595 members 
Mstep: Class 16 contains 23122 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 10079 members 
Mstep: Class 19 contains 164641 members 
Mstep: Class 20 contains 55345 members 
Mstep: Class 21 contains 2332 members 
Mstep: Class 22 contains 692 members 
Mstep: Class 23 contains 4374 members 
Mstep: Class 24 contains 3156 members 
Mstep: Class 25 contains 38809 members 
Mstep: Class 26 contains 60564 members 
Mstep: Class 27 contains 28738 members 
Mstep: Class 28 contains 474 members 
Mstep: Class 29 contains 45291 members 
Mstep: Class 30 contains 11090 members 
Mstep: Class 31 contains 6502 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8482 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 3407 members 
Mstep: Class 36 contains 8301 members 
Mstep: Class 37 contains 3969 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1835 members 
Mstep: Class 40 contains 19228 members 
Mstep: Class 41 contains 425 members 
Mstep: Class 42 contains 3024 members 
Mstep: Class 43 contains 4389 members 
Mstep: Class 44 contains 2354 members 
Mstep: Class 45 contains 21899 members 
Mstep: Class 46 contains 13116 members 
Mstep: Class 47 contains 305 members 
Mstep: Class 48 contains 8295 members 
Mstep: Class 49 contains 26889 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 1027 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 3100 members 
Mstep: Class 54 contains 976 members 
Mstep: Class 55 contains 4681 members 
Mstep: Class 56 contains 17268 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 285 members 
Mstep: Class 60 contains 4774 members 
Mstep: Class 61 contains 1767 members 
Mstep: Class 62 contains 1054 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 7792 members 
Mstep: Class 65 contains 205 members 
Mstep: Class 66 contains 667 members 
Mstep: Class 67 contains 2672 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 708 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 296 members 
Entering Unmasked Estep 
Score: -147542320.000000 Penalty: 256707.609375
Splitting cluster 65 changes total score from -147542816.000000 to -147542320.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 66 (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: -97291.429688 Penalty: 1612.691895
	Iteration 0F: 2 clusters Score -97291.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -95715.968750 Penalty: 3225.383789
	Iteration 0F: 3 clusters Score -95715.97 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -96374.226562 Penalty: 3225.383789
	Iteration 1F: 3 clusters Score -96374.23 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -96893.468750 Penalty: 3225.383789
	Iteration 2F: 3 clusters Score -96893.47 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -97552.054688 Penalty: 3225.383789
	Iteration 3F: 3 clusters Score -97552.05 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -97653.257812 Penalty: 3225.383789
	Iteration 4Q: 3 clusters Score -97653.26 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -97741.210938 Penalty: 3225.383789
	Iteration 5Q: 3 clusters Score -97741.21 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -97855.765625 Penalty: 3225.383789
	Iteration 6Q: 3 clusters Score -97855.77 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -97962.906250 Penalty: 3225.383789
	Iteration 7Q: 3 clusters Score -97962.91 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -98066.515625 Penalty: 3225.383789
	Iteration 8Q: 3 clusters Score -98066.52 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -98120.656250 Penalty: 3225.383789
	Iteration 9Q: 3 clusters Score -98120.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -98143.531250 Penalty: 3225.383789
	Iteration 10Q: 3 clusters Score -98143.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -98186.351562 Penalty: 3225.383789
	Iteration 11Q: 3 clusters Score -98186.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -98186.593750 Penalty: 3225.383789
	Iteration 12F: 3 clusters Score -98186.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -98206.671875 Penalty: 3225.383789
	Iteration 13Q: 3 clusters Score -98206.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -98233.468750 Penalty: 3225.383789
	Iteration 14Q: 3 clusters Score -98233.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -98233.468750 Penalty: 3225.383789
	Iteration 15F: 3 clusters Score -98233.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22856 members 
Mstep: Class 2 contains 8041 members 
Mstep: Class 3 contains 1102 members 
Mstep: Class 4 contains 223948 members 
Mstep: Class 5 contains 4132 members 
Mstep: Class 6 contains 2368 members 
Mstep: Class 7 contains 9405 members 
Mstep: Class 8 contains 14065 members 
Mstep: Class 9 contains 7500 members 
Mstep: Class 10 contains 27222 members 
Mstep: Class 11 contains 11586 members 
Mstep: Class 12 contains 969 members 
Mstep: Class 13 contains 3325 members 
Mstep: Class 14 contains 36129 members 
Mstep: Class 15 contains 181595 members 
Mstep: Class 16 contains 23122 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 10079 members 
Mstep: Class 19 contains 164641 members 
Mstep: Class 20 contains 55345 members 
Mstep: Class 21 contains 2332 members 
Mstep: Class 22 contains 692 members 
Mstep: Class 23 contains 4374 members 
Mstep: Class 24 contains 3156 members 
Mstep: Class 25 contains 38809 members 
Mstep: Class 26 contains 60564 members 
Mstep: Class 27 contains 28738 members 
Mstep: Class 28 contains 474 members 
Mstep: Class 29 contains 45291 members 
Mstep: Class 30 contains 11090 members 
Mstep: Class 31 contains 6502 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8482 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 3407 members 
Mstep: Class 36 contains 8301 members 
Mstep: Class 37 contains 3969 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1835 members 
Mstep: Class 40 contains 19228 members 
Mstep: Class 41 contains 425 members 
Mstep: Class 42 contains 3024 members 
Mstep: Class 43 contains 4389 members 
Mstep: Class 44 contains 2354 members 
Mstep: Class 45 contains 21899 members 
Mstep: Class 46 contains 13116 members 
Mstep: Class 47 contains 305 members 
Mstep: Class 48 contains 8295 members 
Mstep: Class 49 contains 26889 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 1027 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 3100 members 
Mstep: Class 54 contains 976 members 
Mstep: Class 55 contains 4681 members 
Mstep: Class 56 contains 17268 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 285 members 
Mstep: Class 60 contains 4774 members 
Mstep: Class 61 contains 1767 members 
Mstep: Class 62 contains 1054 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 7792 members 
Mstep: Class 65 contains 501 members 
Mstep: Class 66 contains 495 members 
Mstep: Class 67 contains 2672 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 708 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 172 members 
Entering Unmasked Estep 
Score: -147541808.000000 Penalty: 256707.609375
Splitting cluster 66 changes total score from -147542816.000000 to -147541808.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 67 (2672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Entering Unmasked Estep 
Score: -368375.625000 Penalty: 1956.864502
	Iteration 0F: 2 clusters Score -368375.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -365697.156250 Penalty: 3913.729004
	Iteration 0F: 3 clusters Score -365697.2 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -367474.718750 Penalty: 3913.729004
	Iteration 1F: 3 clusters Score -367474.7 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -368359.343750 Penalty: 3913.729004
	Iteration 2F: 3 clusters Score -368359.3 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -368716.062500 Penalty: 3913.729004
	Iteration 3F: 3 clusters Score -368716.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -368868.312500 Penalty: 3913.729004
	Iteration 4Q: 3 clusters Score -368868.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -368930.656250 Penalty: 3913.729004
	Iteration 5Q: 3 clusters Score -368930.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -368972.187500 Penalty: 3913.729004
	Iteration 6Q: 3 clusters Score -368972.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -369048.156250 Penalty: 3913.729004
	Iteration 7Q: 3 clusters Score -369048.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -369150.375000 Penalty: 3913.729004
	Iteration 8Q: 3 clusters Score -369150.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -369231.593750 Penalty: 3913.729004
	Iteration 9Q: 3 clusters Score -369231.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -369252.718750 Penalty: 3913.729004
	Iteration 10Q: 3 clusters Score -369252.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -369258.156250 Penalty: 3913.729004
	Iteration 11Q: 3 clusters Score -369258.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -369263.437500 Penalty: 3913.729004
	Iteration 12Q: 3 clusters Score -369263.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -369266.187500 Penalty: 3913.729004
	Iteration 13Q: 3 clusters Score -369266.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -369268.625000 Penalty: 3913.729004
	Iteration 14Q: 3 clusters Score -369268.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -369271.218750 Penalty: 3913.729004
	Iteration 15Q: 3 clusters Score -369271.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -369274.062500 Penalty: 3913.729004
	Iteration 16Q: 3 clusters Score -369274.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -369277.468750 Penalty: 3913.729004
	Iteration 17Q: 3 clusters Score -369277.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -369279.750000 Penalty: 3913.729004
	Iteration 18Q: 3 clusters Score -369279.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -369279.875000 Penalty: 3913.729004
	Iteration 19Q: 3 clusters Score -369279.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -369279.875000 Penalty: 3913.729004
	Iteration 20F: 3 clusters Score -369279.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22856 members 
Mstep: Class 2 contains 8041 members 
Mstep: Class 3 contains 1102 members 
Mstep: Class 4 contains 223948 members 
Mstep: Class 5 contains 4132 members 
Mstep: Class 6 contains 2368 members 
Mstep: Class 7 contains 9405 members 
Mstep: Class 8 contains 14065 members 
Mstep: Class 9 contains 7500 members 
Mstep: Class 10 contains 27222 members 
Mstep: Class 11 contains 11586 members 
Mstep: Class 12 contains 969 members 
Mstep: Class 13 contains 3325 members 
Mstep: Class 14 contains 36129 members 
Mstep: Class 15 contains 181595 members 
Mstep: Class 16 contains 23122 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 10079 members 
Mstep: Class 19 contains 164641 members 
Mstep: Class 20 contains 55345 members 
Mstep: Class 21 contains 2332 members 
Mstep: Class 22 contains 692 members 
Mstep: Class 23 contains 4374 members 
Mstep: Class 24 contains 3156 members 
Mstep: Class 25 contains 38809 members 
Mstep: Class 26 contains 60564 members 
Mstep: Class 27 contains 28738 members 
Mstep: Class 28 contains 474 members 
Mstep: Class 29 contains 45291 members 
Mstep: Class 30 contains 11090 members 
Mstep: Class 31 contains 6502 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8482 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 3407 members 
Mstep: Class 36 contains 8301 members 
Mstep: Class 37 contains 3969 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1835 members 
Mstep: Class 40 contains 19228 members 
Mstep: Class 41 contains 425 members 
Mstep: Class 42 contains 3024 members 
Mstep: Class 43 contains 4389 members 
Mstep: Class 44 contains 2354 members 
Mstep: Class 45 contains 21899 members 
Mstep: Class 46 contains 13116 members 
Mstep: Class 47 contains 305 members 
Mstep: Class 48 contains 8295 members 
Mstep: Class 49 contains 26889 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 1027 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 3100 members 
Mstep: Class 54 contains 976 members 
Mstep: Class 55 contains 4681 members 
Mstep: Class 56 contains 17268 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 285 members 
Mstep: Class 60 contains 4774 members 
Mstep: Class 61 contains 1767 members 
Mstep: Class 62 contains 1054 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 7792 members 
Mstep: Class 65 contains 501 members 
Mstep: Class 66 contains 667 members 
Mstep: Class 67 contains 1344 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 708 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 1328 members 
Entering Unmasked Estep 
Score: -147542352.000000 Penalty: 256707.609375
Splitting cluster 67 changes total score from -147542816.000000 to -147542352.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 68 (285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Entering Unmasked Estep 
Score: -36563.843750 Penalty: 1401.817261
	Iteration 0F: 2 clusters Score -36563.84 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 133 members 
Entering Unmasked Estep 
Score: -35380.757812 Penalty: 2803.634521
	Iteration 0F: 3 clusters Score -35380.76 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -35768.542969 Penalty: 2803.634521
	Iteration 1F: 3 clusters Score -35768.54 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -35900.601562 Penalty: 2803.634521
	Iteration 2F: 3 clusters Score -35900.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -36021.503906 Penalty: 2803.634521
	Iteration 3Q: 3 clusters Score -36021.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -36053.621094 Penalty: 2803.634521
	Iteration 4Q: 3 clusters Score -36053.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -36086.722656 Penalty: 2803.634521
	Iteration 5Q: 3 clusters Score -36086.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -36113.863281 Penalty: 2803.634521
	Iteration 6Q: 3 clusters Score -36113.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -36169.187500 Penalty: 2803.634521
	Iteration 7Q: 3 clusters Score -36169.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -36169.187500 Penalty: 2803.634521
	Iteration 8F: 3 clusters Score -36169.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Entering Unmasked Estep 
Score: -106210.203125 Penalty: 1627.486206
	Iteration 0F: 2 clusters Score -106210.2 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 376 members 
Entering Unmasked Estep 
Score: -104537.531250 Penalty: 3254.972412
	Iteration 0F: 3 clusters Score -104537.5 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -105083.773438 Penalty: 3254.972412
	Iteration 1F: 3 clusters Score -105083.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -105446.367188 Penalty: 3254.972412
	Iteration 2F: 3 clusters Score -105446.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -105822.367188 Penalty: 3254.972412
	Iteration 3F: 3 clusters Score -105822.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -106194.914062 Penalty: 3254.972412
	Iteration 4F: 3 clusters Score -106194.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -106621.578125 Penalty: 3254.972412
	Iteration 5F: 3 clusters Score -106621.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -107035.304688 Penalty: 3254.972412
	Iteration 6Q: 3 clusters Score -107035.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -107188.492188 Penalty: 3254.972412
	Iteration 7Q: 3 clusters Score -107188.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -107243.851562 Penalty: 3254.972412
	Iteration 8Q: 3 clusters Score -107243.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -107268.304688 Penalty: 3254.972412
	Iteration 9Q: 3 clusters Score -107268.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -107282.257812 Penalty: 3254.972412
	Iteration 10Q: 3 clusters Score -107282.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -107291.210938 Penalty: 3254.972412
	Iteration 11Q: 3 clusters Score -107291.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -107300.929688 Penalty: 3254.972412
	Iteration 12Q: 3 clusters Score -107300.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -107304.632812 Penalty: 3254.972412
	Iteration 13Q: 3 clusters Score -107304.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -107307.203125 Penalty: 3254.972412
	Iteration 14Q: 3 clusters Score -107307.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -107309.664062 Penalty: 3254.972412
	Iteration 15Q: 3 clusters Score -107309.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -107309.664062 Penalty: 3254.972412
	Iteration 16F: 3 clusters Score -107309.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22856 members 
Mstep: Class 2 contains 8041 members 
Mstep: Class 3 contains 1102 members 
Mstep: Class 4 contains 223948 members 
Mstep: Class 5 contains 4132 members 
Mstep: Class 6 contains 2368 members 
Mstep: Class 7 contains 9405 members 
Mstep: Class 8 contains 14065 members 
Mstep: Class 9 contains 7500 members 
Mstep: Class 10 contains 27222 members 
Mstep: Class 11 contains 11586 members 
Mstep: Class 12 contains 969 members 
Mstep: Class 13 contains 3325 members 
Mstep: Class 14 contains 36129 members 
Mstep: Class 15 contains 181595 members 
Mstep: Class 16 contains 23122 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 10079 members 
Mstep: Class 19 contains 164641 members 
Mstep: Class 20 contains 55345 members 
Mstep: Class 21 contains 2332 members 
Mstep: Class 22 contains 692 members 
Mstep: Class 23 contains 4374 members 
Mstep: Class 24 contains 3156 members 
Mstep: Class 25 contains 38809 members 
Mstep: Class 26 contains 60564 members 
Mstep: Class 27 contains 28738 members 
Mstep: Class 28 contains 474 members 
Mstep: Class 29 contains 45291 members 
Mstep: Class 30 contains 11090 members 
Mstep: Class 31 contains 6502 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8482 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 3407 members 
Mstep: Class 36 contains 8301 members 
Mstep: Class 37 contains 3969 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1835 members 
Mstep: Class 40 contains 19228 members 
Mstep: Class 41 contains 425 members 
Mstep: Class 42 contains 3024 members 
Mstep: Class 43 contains 4389 members 
Mstep: Class 44 contains 2354 members 
Mstep: Class 45 contains 21899 members 
Mstep: Class 46 contains 13116 members 
Mstep: Class 47 contains 305 members 
Mstep: Class 48 contains 8295 members 
Mstep: Class 49 contains 26889 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 1027 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 3100 members 
Mstep: Class 54 contains 976 members 
Mstep: Class 55 contains 4681 members 
Mstep: Class 56 contains 17268 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 285 members 
Mstep: Class 60 contains 4774 members 
Mstep: Class 61 contains 1767 members 
Mstep: Class 62 contains 1054 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 7792 members 
Mstep: Class 65 contains 501 members 
Mstep: Class 66 contains 667 members 
Mstep: Class 67 contains 2672 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 397 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 311 members 
Entering Unmasked Estep 
Score: -147542096.000000 Penalty: 256707.609375
Splitting cluster 69 changes total score from -147542816.000000 to -147542096.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 70 (156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Entering Unmasked Estep 
Score: -22095.238281 Penalty: 1252.364380
	Iteration 0F: 2 clusters Score -22095.24 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 87 members 
Entering Unmasked Estep 
Score: -21107.140625 Penalty: 2504.728760
	Iteration 0F: 3 clusters Score -21107.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -21122.746094 Penalty: 2504.728760
	Iteration 1Q: 3 clusters Score -21122.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -21126.347656 Penalty: 2504.728760
	Iteration 2Q: 3 clusters Score -21126.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -21126.347656 Penalty: 2504.728760
	Iteration 3F: 3 clusters Score -21126.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Entering Unmasked Estep 
Score: -49624.320312 Penalty: 1447.033081
	Iteration 0F: 2 clusters Score -49624.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -48408.738281 Penalty: 2894.066162
	Iteration 0F: 3 clusters Score -48408.74 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -48813.328125 Penalty: 2894.066162
	Iteration 1F: 3 clusters Score -48813.33 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -48971.515625 Penalty: 2894.066162
	Iteration 2F: 3 clusters Score -48971.52 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -49118.250000 Penalty: 2894.066162
	Iteration 3F: 3 clusters Score -49118.25 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -49327.226562 Penalty: 2894.066162
	Iteration 4F: 3 clusters Score -49327.23 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -49534.554688 Penalty: 2894.066162
	Iteration 5Q: 3 clusters Score -49534.55 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -49852.824219 Penalty: 2894.066162
	Iteration 6Q: 3 clusters Score -49852.82 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -50151.019531 Penalty: 2894.066162
	Iteration 7Q: 3 clusters Score -50151.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -50208.160156 Penalty: 2894.066162
	Iteration 8Q: 3 clusters Score -50208.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -50235.835938 Penalty: 2894.066162
	Iteration 9Q: 3 clusters Score -50235.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -50258.687500 Penalty: 2894.066162
	Iteration 10F: 3 clusters Score -50258.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -50310.789062 Penalty: 2894.066162
	Iteration 11Q: 3 clusters Score -50310.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -50310.789062 Penalty: 2894.066162
	Iteration 12F: 3 clusters Score -50310.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22856 members 
Mstep: Class 2 contains 8041 members 
Mstep: Class 3 contains 1102 members 
Mstep: Class 4 contains 223948 members 
Mstep: Class 5 contains 4132 members 
Mstep: Class 6 contains 2368 members 
Mstep: Class 7 contains 9405 members 
Mstep: Class 8 contains 14065 members 
Mstep: Class 9 contains 7500 members 
Mstep: Class 10 contains 27222 members 
Mstep: Class 11 contains 11586 members 
Mstep: Class 12 contains 969 members 
Mstep: Class 13 contains 3325 members 
Mstep: Class 14 contains 36129 members 
Mstep: Class 15 contains 181595 members 
Mstep: Class 16 contains 23122 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 10079 members 
Mstep: Class 19 contains 164641 members 
Mstep: Class 20 contains 55345 members 
Mstep: Class 21 contains 2332 members 
Mstep: Class 22 contains 692 members 
Mstep: Class 23 contains 4374 members 
Mstep: Class 24 contains 3156 members 
Mstep: Class 25 contains 38809 members 
Mstep: Class 26 contains 60564 members 
Mstep: Class 27 contains 28738 members 
Mstep: Class 28 contains 474 members 
Mstep: Class 29 contains 45291 members 
Mstep: Class 30 contains 11090 members 
Mstep: Class 31 contains 6502 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8482 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 3407 members 
Mstep: Class 36 contains 8301 members 
Mstep: Class 37 contains 3969 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1835 members 
Mstep: Class 40 contains 19228 members 
Mstep: Class 41 contains 425 members 
Mstep: Class 42 contains 3024 members 
Mstep: Class 43 contains 4389 members 
Mstep: Class 44 contains 2354 members 
Mstep: Class 45 contains 21899 members 
Mstep: Class 46 contains 13116 members 
Mstep: Class 47 contains 305 members 
Mstep: Class 48 contains 8295 members 
Mstep: Class 49 contains 26889 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 1027 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 3100 members 
Mstep: Class 54 contains 976 members 
Mstep: Class 55 contains 4681 members 
Mstep: Class 56 contains 17268 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 285 members 
Mstep: Class 60 contains 4774 members 
Mstep: Class 61 contains 1767 members 
Mstep: Class 62 contains 1054 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 7792 members 
Mstep: Class 65 contains 501 members 
Mstep: Class 66 contains 667 members 
Mstep: Class 67 contains 2672 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 708 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 246 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 96 members 
Entering Unmasked Estep 
Score: -147541600.000000 Penalty: 256707.609375
Splitting cluster 71 changes total score from -147542816.000000 to -147541600.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 72 (805 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Entering Unmasked Estep 
Score: -118508.726562 Penalty: 1659.328857
	Iteration 0F: 2 clusters Score -118508.7 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 406 members 
Entering Unmasked Estep 
Score: -116904.265625 Penalty: 3318.657715
	Iteration 0F: 3 clusters Score -116904.3 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -117476.453125 Penalty: 3318.657715
	Iteration 1F: 3 clusters Score -117476.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -117742.156250 Penalty: 3318.657715
	Iteration 2F: 3 clusters Score -117742.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -117878.804688 Penalty: 3318.657715
	Iteration 3F: 3 clusters Score -117878.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -117980.242188 Penalty: 3318.657715
	Iteration 4Q: 3 clusters Score -117980.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -118084.929688 Penalty: 3318.657715
	Iteration 5Q: 3 clusters Score -118084.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -118237.421875 Penalty: 3318.657715
	Iteration 6Q: 3 clusters Score -118237.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -118346.367188 Penalty: 3318.657715
	Iteration 7Q: 3 clusters Score -118346.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -118412.835938 Penalty: 3318.657715
	Iteration 8Q: 3 clusters Score -118412.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -118463.304688 Penalty: 3318.657715
	Iteration 9Q: 3 clusters Score -118463.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -118593.984375 Penalty: 3318.657715
	Iteration 10Q: 3 clusters Score -118594 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -118641.085938 Penalty: 3318.657715
	Iteration 11Q: 3 clusters Score -118641.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -118655.164062 Penalty: 3318.657715
	Iteration 12Q: 3 clusters Score -118655.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -118667.781250 Penalty: 3318.657715
	Iteration 13Q: 3 clusters Score -118667.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -118669.835938 Penalty: 3318.657715
	Iteration 14Q: 3 clusters Score -118669.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -118669.835938 Penalty: 3318.657715
	Iteration 15F: 3 clusters Score -118669.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22856 members 
Mstep: Class 2 contains 8041 members 
Mstep: Class 3 contains 1102 members 
Mstep: Class 4 contains 223948 members 
Mstep: Class 5 contains 4132 members 
Mstep: Class 6 contains 2368 members 
Mstep: Class 7 contains 9405 members 
Mstep: Class 8 contains 14065 members 
Mstep: Class 9 contains 7500 members 
Mstep: Class 10 contains 27222 members 
Mstep: Class 11 contains 11586 members 
Mstep: Class 12 contains 969 members 
Mstep: Class 13 contains 3325 members 
Mstep: Class 14 contains 36129 members 
Mstep: Class 15 contains 181595 members 
Mstep: Class 16 contains 23122 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 10079 members 
Mstep: Class 19 contains 164641 members 
Mstep: Class 20 contains 55345 members 
Mstep: Class 21 contains 2332 members 
Mstep: Class 22 contains 692 members 
Mstep: Class 23 contains 4374 members 
Mstep: Class 24 contains 3156 members 
Mstep: Class 25 contains 38809 members 
Mstep: Class 26 contains 60564 members 
Mstep: Class 27 contains 28738 members 
Mstep: Class 28 contains 474 members 
Mstep: Class 29 contains 45291 members 
Mstep: Class 30 contains 11090 members 
Mstep: Class 31 contains 6502 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8482 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 3407 members 
Mstep: Class 36 contains 8301 members 
Mstep: Class 37 contains 3969 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1835 members 
Mstep: Class 40 contains 19228 members 
Mstep: Class 41 contains 425 members 
Mstep: Class 42 contains 3024 members 
Mstep: Class 43 contains 4389 members 
Mstep: Class 44 contains 2354 members 
Mstep: Class 45 contains 21899 members 
Mstep: Class 46 contains 13116 members 
Mstep: Class 47 contains 305 members 
Mstep: Class 48 contains 8295 members 
Mstep: Class 49 contains 26889 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 1027 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 3100 members 
Mstep: Class 54 contains 976 members 
Mstep: Class 55 contains 4681 members 
Mstep: Class 56 contains 17268 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 285 members 
Mstep: Class 60 contains 4774 members 
Mstep: Class 61 contains 1767 members 
Mstep: Class 62 contains 1054 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 7792 members 
Mstep: Class 65 contains 501 members 
Mstep: Class 66 contains 667 members 
Mstep: Class 67 contains 2672 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 708 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 388 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 417 members 
Entering Unmasked Estep 
Score: -147541344.000000 Penalty: 256707.609375
Splitting cluster 72 changes total score from -147542816.000000 to -147541344.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 73 (277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Entering Unmasked Estep 
Score: -37669.894531 Penalty: 1394.756348
	Iteration 0F: 2 clusters Score -37669.89 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 138 members 
Entering Unmasked Estep 
Score: -36439.878906 Penalty: 2789.512695
	Iteration 0F: 3 clusters Score -36439.88 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -36689.847656 Penalty: 2789.512695
	Iteration 1F: 3 clusters Score -36689.85 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -36763.492188 Penalty: 2789.512695
	Iteration 2F: 3 clusters Score -36763.49 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -36823.957031 Penalty: 2789.512695
	Iteration 3Q: 3 clusters Score -36823.96 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -37040.933594 Penalty: 2789.512695
	Iteration 4Q: 3 clusters Score -37040.93 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -37089.773438 Penalty: 2789.512695
	Iteration 5Q: 3 clusters Score -37089.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -37124.917969 Penalty: 2789.512695
	Iteration 6Q: 3 clusters Score -37124.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -37125.035156 Penalty: 2789.512695
	Iteration 7F: 3 clusters Score -37125.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -37137.968750 Penalty: 2789.512695
	Iteration 8Q: 3 clusters Score -37137.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -37157.886719 Penalty: 2789.512695
	Iteration 9Q: 3 clusters Score -37157.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -37169.210938 Penalty: 2789.512695
	Iteration 10Q: 3 clusters Score -37169.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -37196.390625 Penalty: 2789.512695
	Iteration 11Q: 3 clusters Score -37196.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -37230.558594 Penalty: 2789.512695
	Iteration 12Q: 3 clusters Score -37230.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -37254.859375 Penalty: 2789.512695
	Iteration 13Q: 3 clusters Score -37254.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -37276.976562 Penalty: 2789.512695
	Iteration 14Q: 3 clusters Score -37276.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -37288.238281 Penalty: 2789.512695
	Iteration 15Q: 3 clusters Score -37288.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -37306.953125 Penalty: 2789.512695
	Iteration 16Q: 3 clusters Score -37306.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -37430.503906 Penalty: 2789.512695
	Iteration 17Q: 3 clusters Score -37430.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -37519.914062 Penalty: 2789.512695
	Iteration 18Q: 3 clusters Score -37519.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -37536.000000 Penalty: 2789.512695
	Iteration 19Q: 3 clusters Score -37536 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -37542.152344 Penalty: 2789.512695
	Iteration 20F: 3 clusters Score -37542.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -37545.582031 Penalty: 2789.512695
	Iteration 21Q: 3 clusters Score -37545.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -37558.843750 Penalty: 2789.512695
	Iteration 22Q: 3 clusters Score -37558.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -37558.843750 Penalty: 2789.512695
	Iteration 23F: 3 clusters Score -37558.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22856 members 
Mstep: Class 2 contains 8041 members 
Mstep: Class 3 contains 1102 members 
Mstep: Class 4 contains 223948 members 
Mstep: Class 5 contains 4132 members 
Mstep: Class 6 contains 2368 members 
Mstep: Class 7 contains 9405 members 
Mstep: Class 8 contains 14065 members 
Mstep: Class 9 contains 7500 members 
Mstep: Class 10 contains 27222 members 
Mstep: Class 11 contains 11586 members 
Mstep: Class 12 contains 969 members 
Mstep: Class 13 contains 3325 members 
Mstep: Class 14 contains 36129 members 
Mstep: Class 15 contains 181595 members 
Mstep: Class 16 contains 23122 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 10079 members 
Mstep: Class 19 contains 164641 members 
Mstep: Class 20 contains 55345 members 
Mstep: Class 21 contains 2332 members 
Mstep: Class 22 contains 692 members 
Mstep: Class 23 contains 4374 members 
Mstep: Class 24 contains 3156 members 
Mstep: Class 25 contains 38809 members 
Mstep: Class 26 contains 60564 members 
Mstep: Class 27 contains 28738 members 
Mstep: Class 28 contains 474 members 
Mstep: Class 29 contains 45291 members 
Mstep: Class 30 contains 11090 members 
Mstep: Class 31 contains 6502 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8482 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 3407 members 
Mstep: Class 36 contains 8301 members 
Mstep: Class 37 contains 3969 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1835 members 
Mstep: Class 40 contains 19228 members 
Mstep: Class 41 contains 425 members 
Mstep: Class 42 contains 3024 members 
Mstep: Class 43 contains 4389 members 
Mstep: Class 44 contains 2354 members 
Mstep: Class 45 contains 21899 members 
Mstep: Class 46 contains 13116 members 
Mstep: Class 47 contains 305 members 
Mstep: Class 48 contains 8295 members 
Mstep: Class 49 contains 26889 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 1027 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 3100 members 
Mstep: Class 54 contains 976 members 
Mstep: Class 55 contains 4681 members 
Mstep: Class 56 contains 17268 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 285 members 
Mstep: Class 60 contains 4774 members 
Mstep: Class 61 contains 1767 members 
Mstep: Class 62 contains 1054 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 7792 members 
Mstep: Class 65 contains 501 members 
Mstep: Class 66 contains 667 members 
Mstep: Class 67 contains 2672 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 708 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147542816.000000 Penalty: 253238.593750
Iteration 199Q: 74 clusters Score -1.475428e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22848 members 
Mstep: Class 2 contains 8042 members 
Mstep: Class 3 contains 1102 members 
Mstep: Class 4 contains 223948 members 
Mstep: Class 5 contains 4132 members 
Mstep: Class 6 contains 2370 members 
Mstep: Class 7 contains 9405 members 
Mstep: Class 8 contains 14065 members 
Mstep: Class 9 contains 7499 members 
Mstep: Class 10 contains 27222 members 
Mstep: Class 11 contains 11585 members 
Mstep: Class 12 contains 969 members 
Mstep: Class 13 contains 3324 members 
Mstep: Class 14 contains 36129 members 
Mstep: Class 15 contains 181595 members 
Mstep: Class 16 contains 23122 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 10078 members 
Mstep: Class 19 contains 164644 members 
Mstep: Class 20 contains 55342 members 
Mstep: Class 21 contains 2332 members 
Mstep: Class 22 contains 692 members 
Mstep: Class 23 contains 4374 members 
Mstep: Class 24 contains 3160 members 
Mstep: Class 25 contains 38814 members 
Mstep: Class 26 contains 60565 members 
Mstep: Class 27 contains 28738 members 
Mstep: Class 28 contains 474 members 
Mstep: Class 29 contains 45287 members 
Mstep: Class 30 contains 11090 members 
Mstep: Class 31 contains 6502 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8482 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 3407 members 
Mstep: Class 36 contains 8301 members 
Mstep: Class 37 contains 3969 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1836 members 
Mstep: Class 40 contains 19228 members 
Mstep: Class 41 contains 425 members 
Mstep: Class 42 contains 3024 members 
Mstep: Class 43 contains 4388 members 
Mstep: Class 44 contains 2354 members 
Mstep: Class 45 contains 21898 members 
Mstep: Class 46 contains 13115 members 
Mstep: Class 47 contains 305 members 
Mstep: Class 48 contains 8294 members 
Mstep: Class 49 contains 26889 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 1027 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 3100 members 
Mstep: Class 54 contains 976 members 
Mstep: Class 55 contains 4683 members 
Mstep: Class 56 contains 17268 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 285 members 
Mstep: Class 60 contains 4774 members 
Mstep: Class 61 contains 1767 members 
Mstep: Class 62 contains 1054 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 7796 members 
Mstep: Class 65 contains 501 members 
Mstep: Class 66 contains 667 members 
Mstep: Class 67 contains 2672 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 708 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147542752.000000 Penalty: 253238.593750
Iteration 200F: 74 clusters Score -1.475428e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22840 members 
Mstep: Class 2 contains 8042 members 
Mstep: Class 3 contains 1102 members 
Mstep: Class 4 contains 223948 members 
Mstep: Class 5 contains 4132 members 
Mstep: Class 6 contains 2373 members 
Mstep: Class 7 contains 9405 members 
Mstep: Class 8 contains 14063 members 
Mstep: Class 9 contains 7498 members 
Mstep: Class 10 contains 27222 members 
Mstep: Class 11 contains 11585 members 
Mstep: Class 12 contains 969 members 
Mstep: Class 13 contains 3322 members 
Mstep: Class 14 contains 36129 members 
Mstep: Class 15 contains 181595 members 
Mstep: Class 16 contains 23122 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 10079 members 
Mstep: Class 19 contains 164647 members 
Mstep: Class 20 contains 55343 members 
Mstep: Class 21 contains 2332 members 
Mstep: Class 22 contains 692 members 
Mstep: Class 23 contains 4374 members 
Mstep: Class 24 contains 3163 members 
Mstep: Class 25 contains 38819 members 
Mstep: Class 26 contains 60563 members 
Mstep: Class 27 contains 28738 members 
Mstep: Class 28 contains 474 members 
Mstep: Class 29 contains 45282 members 
Mstep: Class 30 contains 11090 members 
Mstep: Class 31 contains 6502 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8481 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 3406 members 
Mstep: Class 36 contains 8302 members 
Mstep: Class 37 contains 3968 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1838 members 
Mstep: Class 40 contains 19228 members 
Mstep: Class 41 contains 425 members 
Mstep: Class 42 contains 3025 members 
Mstep: Class 43 contains 4387 members 
Mstep: Class 44 contains 2354 members 
Mstep: Class 45 contains 21896 members 
Mstep: Class 46 contains 13115 members 
Mstep: Class 47 contains 305 members 
Mstep: Class 48 contains 8294 members 
Mstep: Class 49 contains 26889 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 1027 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 3100 members 
Mstep: Class 54 contains 976 members 
Mstep: Class 55 contains 4685 members 
Mstep: Class 56 contains 17268 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 285 members 
Mstep: Class 60 contains 4774 members 
Mstep: Class 61 contains 1767 members 
Mstep: Class 62 contains 1054 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 7800 members 
Mstep: Class 65 contains 501 members 
Mstep: Class 66 contains 667 members 
Mstep: Class 67 contains 2672 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 708 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147542848.000000 Penalty: 253238.593750
Iteration 201Q: 74 clusters Score -1.475428e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22838 members 
Mstep: Class 2 contains 8044 members 
Mstep: Class 3 contains 1102 members 
Mstep: Class 4 contains 223946 members 
Mstep: Class 5 contains 4132 members 
Mstep: Class 6 contains 2372 members 
Mstep: Class 7 contains 9405 members 
Mstep: Class 8 contains 14061 members 
Mstep: Class 9 contains 7497 members 
Mstep: Class 10 contains 27222 members 
Mstep: Class 11 contains 11585 members 
Mstep: Class 12 contains 969 members 
Mstep: Class 13 contains 3321 members 
Mstep: Class 14 contains 36128 members 
Mstep: Class 15 contains 181600 members 
Mstep: Class 16 contains 23122 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 10080 members 
Mstep: Class 19 contains 164649 members 
Mstep: Class 20 contains 55341 members 
Mstep: Class 21 contains 2332 members 
Mstep: Class 22 contains 692 members 
Mstep: Class 23 contains 4374 members 
Mstep: Class 24 contains 3169 members 
Mstep: Class 25 contains 38813 members 
Mstep: Class 26 contains 60564 members 
Mstep: Class 27 contains 28738 members 
Mstep: Class 28 contains 474 members 
Mstep: Class 29 contains 45278 members 
Mstep: Class 30 contains 11090 members 
Mstep: Class 31 contains 6502 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8480 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 3406 members 
Mstep: Class 36 contains 8300 members 
Mstep: Class 37 contains 3967 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1838 members 
Mstep: Class 40 contains 19228 members 
Mstep: Class 41 contains 425 members 
Mstep: Class 42 contains 3025 members 
Mstep: Class 43 contains 4385 members 
Mstep: Class 44 contains 2354 members 
Mstep: Class 45 contains 21897 members 
Mstep: Class 46 contains 13115 members 
Mstep: Class 47 contains 305 members 
Mstep: Class 48 contains 8294 members 
Mstep: Class 49 contains 26889 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 1027 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 3100 members 
Mstep: Class 54 contains 976 members 
Mstep: Class 55 contains 4689 members 
Mstep: Class 56 contains 17268 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 285 members 
Mstep: Class 60 contains 4774 members 
Mstep: Class 61 contains 1767 members 
Mstep: Class 62 contains 1054 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 7806 members 
Mstep: Class 65 contains 501 members 
Mstep: Class 66 contains 667 members 
Mstep: Class 67 contains 2672 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 708 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147542832.000000 Penalty: 253238.593750
Iteration 202Q: 74 clusters Score -1.475428e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22837 members 
Mstep: Class 2 contains 8043 members 
Mstep: Class 3 contains 1102 members 
Mstep: Class 4 contains 223946 members 
Mstep: Class 5 contains 4132 members 
Mstep: Class 6 contains 2377 members 
Mstep: Class 7 contains 9405 members 
Mstep: Class 8 contains 14061 members 
Mstep: Class 9 contains 7497 members 
Mstep: Class 10 contains 27221 members 
Mstep: Class 11 contains 11585 members 
Mstep: Class 12 contains 969 members 
Mstep: Class 13 contains 3324 members 
Mstep: Class 14 contains 36128 members 
Mstep: Class 15 contains 181600 members 
Mstep: Class 16 contains 23122 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 10081 members 
Mstep: Class 19 contains 164648 members 
Mstep: Class 20 contains 55340 members 
Mstep: Class 21 contains 2332 members 
Mstep: Class 22 contains 692 members 
Mstep: Class 23 contains 4374 members 
Mstep: Class 24 contains 3172 members 
Mstep: Class 25 contains 38811 members 
Mstep: Class 26 contains 60563 members 
Mstep: Class 27 contains 28738 members 
Mstep: Class 28 contains 474 members 
Mstep: Class 29 contains 45267 members 
Mstep: Class 30 contains 11090 members 
Mstep: Class 31 contains 6502 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8480 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 3406 members 
Mstep: Class 36 contains 8302 members 
Mstep: Class 37 contains 3967 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1838 members 
Mstep: Class 40 contains 19228 members 
Mstep: Class 41 contains 425 members 
Mstep: Class 42 contains 3025 members 
Mstep: Class 43 contains 4384 members 
Mstep: Class 44 contains 2354 members 
Mstep: Class 45 contains 21894 members 
Mstep: Class 46 contains 13115 members 
Mstep: Class 47 contains 305 members 
Mstep: Class 48 contains 8295 members 
Mstep: Class 49 contains 26889 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 1027 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 3099 members 
Mstep: Class 54 contains 976 members 
Mstep: Class 55 contains 4692 members 
Mstep: Class 56 contains 17268 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 285 members 
Mstep: Class 60 contains 4774 members 
Mstep: Class 61 contains 1767 members 
Mstep: Class 62 contains 1054 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 7812 members 
Mstep: Class 65 contains 501 members 
Mstep: Class 66 contains 667 members 
Mstep: Class 67 contains 2672 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 708 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147542848.000000 Penalty: 253238.593750
Iteration 203Q: 74 clusters Score -1.475428e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22836 members 
Mstep: Class 2 contains 8046 members 
Mstep: Class 3 contains 1102 members 
Mstep: Class 4 contains 223943 members 
Mstep: Class 5 contains 4132 members 
Mstep: Class 6 contains 2376 members 
Mstep: Class 7 contains 9403 members 
Mstep: Class 8 contains 14060 members 
Mstep: Class 9 contains 7497 members 
Mstep: Class 10 contains 27221 members 
Mstep: Class 11 contains 11585 members 
Mstep: Class 12 contains 969 members 
Mstep: Class 13 contains 3326 members 
Mstep: Class 14 contains 36129 members 
Mstep: Class 15 contains 181600 members 
Mstep: Class 16 contains 23122 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 10079 members 
Mstep: Class 19 contains 164645 members 
Mstep: Class 20 contains 55337 members 
Mstep: Class 21 contains 2332 members 
Mstep: Class 22 contains 692 members 
Mstep: Class 23 contains 4374 members 
Mstep: Class 24 contains 3173 members 
Mstep: Class 25 contains 38808 members 
Mstep: Class 26 contains 60562 members 
Mstep: Class 27 contains 28738 members 
Mstep: Class 28 contains 474 members 
Mstep: Class 29 contains 45265 members 
Mstep: Class 30 contains 11090 members 
Mstep: Class 31 contains 6502 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8481 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 3406 members 
Mstep: Class 36 contains 8303 members 
Mstep: Class 37 contains 3967 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1839 members 
Mstep: Class 40 contains 19228 members 
Mstep: Class 41 contains 425 members 
Mstep: Class 42 contains 3025 members 
Mstep: Class 43 contains 4383 members 
Mstep: Class 44 contains 2354 members 
Mstep: Class 45 contains 21894 members 
Mstep: Class 46 contains 13115 members 
Mstep: Class 47 contains 305 members 
Mstep: Class 48 contains 8295 members 
Mstep: Class 49 contains 26889 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 1027 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 3099 members 
Mstep: Class 54 contains 976 members 
Mstep: Class 55 contains 4696 members 
Mstep: Class 56 contains 17269 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 285 members 
Mstep: Class 60 contains 4774 members 
Mstep: Class 61 contains 1767 members 
Mstep: Class 62 contains 1054 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 7820 members 
Mstep: Class 65 contains 501 members 
Mstep: Class 66 contains 667 members 
Mstep: Class 67 contains 2672 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 708 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147542880.000000 Penalty: 253238.593750
Iteration 204Q: 74 clusters Score -1.475429e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22834 members 
Mstep: Class 2 contains 8049 members 
Mstep: Class 3 contains 1102 members 
Mstep: Class 4 contains 223943 members 
Mstep: Class 5 contains 4132 members 
Mstep: Class 6 contains 2378 members 
Mstep: Class 7 contains 9402 members 
Mstep: Class 8 contains 14062 members 
Mstep: Class 9 contains 7497 members 
Mstep: Class 10 contains 27222 members 
Mstep: Class 11 contains 11585 members 
Mstep: Class 12 contains 969 members 
Mstep: Class 13 contains 3326 members 
Mstep: Class 14 contains 36130 members 
Mstep: Class 15 contains 181599 members 
Mstep: Class 16 contains 23122 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 10077 members 
Mstep: Class 19 contains 164643 members 
Mstep: Class 20 contains 55334 members 
Mstep: Class 21 contains 2332 members 
Mstep: Class 22 contains 692 members 
Mstep: Class 23 contains 4374 members 
Mstep: Class 24 contains 3171 members 
Mstep: Class 25 contains 38804 members 
Mstep: Class 26 contains 60561 members 
Mstep: Class 27 contains 28739 members 
Mstep: Class 28 contains 474 members 
Mstep: Class 29 contains 45260 members 
Mstep: Class 30 contains 11089 members 
Mstep: Class 31 contains 6502 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8481 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 3406 members 
Mstep: Class 36 contains 8306 members 
Mstep: Class 37 contains 3967 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1840 members 
Mstep: Class 40 contains 19228 members 
Mstep: Class 41 contains 425 members 
Mstep: Class 42 contains 3025 members 
Mstep: Class 43 contains 4382 members 
Mstep: Class 44 contains 2354 members 
Mstep: Class 45 contains 21894 members 
Mstep: Class 46 contains 13115 members 
Mstep: Class 47 contains 305 members 
Mstep: Class 48 contains 8295 members 
Mstep: Class 49 contains 26889 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 1027 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 3099 members 
Mstep: Class 54 contains 976 members 
Mstep: Class 55 contains 4699 members 
Mstep: Class 56 contains 17270 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 285 members 
Mstep: Class 60 contains 4774 members 
Mstep: Class 61 contains 1767 members 
Mstep: Class 62 contains 1054 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 7827 members 
Mstep: Class 65 contains 501 members 
Mstep: Class 66 contains 667 members 
Mstep: Class 67 contains 2672 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 708 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147542752.000000 Penalty: 253238.593750
Iteration 205Q: 74 clusters Score -1.475428e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22831 members 
Mstep: Class 2 contains 8049 members 
Mstep: Class 3 contains 1102 members 
Mstep: Class 4 contains 223944 members 
Mstep: Class 5 contains 4132 members 
Mstep: Class 6 contains 2379 members 
Mstep: Class 7 contains 9402 members 
Mstep: Class 8 contains 14064 members 
Mstep: Class 9 contains 7497 members 
Mstep: Class 10 contains 27223 members 
Mstep: Class 11 contains 11585 members 
Mstep: Class 12 contains 969 members 
Mstep: Class 13 contains 3326 members 
Mstep: Class 14 contains 36128 members 
Mstep: Class 15 contains 181597 members 
Mstep: Class 16 contains 23122 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 10077 members 
Mstep: Class 19 contains 164642 members 
Mstep: Class 20 contains 55331 members 
Mstep: Class 21 contains 2332 members 
Mstep: Class 22 contains 692 members 
Mstep: Class 23 contains 4374 members 
Mstep: Class 24 contains 3172 members 
Mstep: Class 25 contains 38804 members 
Mstep: Class 26 contains 60560 members 
Mstep: Class 27 contains 28740 members 
Mstep: Class 28 contains 474 members 
Mstep: Class 29 contains 45258 members 
Mstep: Class 30 contains 11088 members 
Mstep: Class 31 contains 6502 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8481 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 3406 members 
Mstep: Class 36 contains 8309 members 
Mstep: Class 37 contains 3967 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1840 members 
Mstep: Class 40 contains 19228 members 
Mstep: Class 41 contains 425 members 
Mstep: Class 42 contains 3025 members 
Mstep: Class 43 contains 4383 members 
Mstep: Class 44 contains 2354 members 
Mstep: Class 45 contains 21892 members 
Mstep: Class 46 contains 13114 members 
Mstep: Class 47 contains 305 members 
Mstep: Class 48 contains 8294 members 
Mstep: Class 49 contains 26889 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 1027 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 3099 members 
Mstep: Class 54 contains 976 members 
Mstep: Class 55 contains 4702 members 
Mstep: Class 56 contains 17271 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 285 members 
Mstep: Class 60 contains 4774 members 
Mstep: Class 61 contains 1767 members 
Mstep: Class 62 contains 1054 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 7831 members 
Mstep: Class 65 contains 501 members 
Mstep: Class 66 contains 667 members 
Mstep: Class 67 contains 2672 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 708 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147542848.000000 Penalty: 253238.593750
Iteration 206Q: 74 clusters Score -1.475428e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22827 members 
Mstep: Class 2 contains 8051 members 
Mstep: Class 3 contains 1102 members 
Mstep: Class 4 contains 223943 members 
Mstep: Class 5 contains 4132 members 
Mstep: Class 6 contains 2380 members 
Mstep: Class 7 contains 9402 members 
Mstep: Class 8 contains 14062 members 
Mstep: Class 9 contains 7497 members 
Mstep: Class 10 contains 27223 members 
Mstep: Class 11 contains 11585 members 
Mstep: Class 12 contains 969 members 
Mstep: Class 13 contains 3326 members 
Mstep: Class 14 contains 36128 members 
Mstep: Class 15 contains 181596 members 
Mstep: Class 16 contains 23122 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 10077 members 
Mstep: Class 19 contains 164647 members 
Mstep: Class 20 contains 55328 members 
Mstep: Class 21 contains 2332 members 
Mstep: Class 22 contains 692 members 
Mstep: Class 23 contains 4374 members 
Mstep: Class 24 contains 3173 members 
Mstep: Class 25 contains 38805 members 
Mstep: Class 26 contains 60561 members 
Mstep: Class 27 contains 28740 members 
Mstep: Class 28 contains 474 members 
Mstep: Class 29 contains 45253 members 
Mstep: Class 30 contains 11088 members 
Mstep: Class 31 contains 6502 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8481 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 3406 members 
Mstep: Class 36 contains 8308 members 
Mstep: Class 37 contains 3967 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1840 members 
Mstep: Class 40 contains 19228 members 
Mstep: Class 41 contains 425 members 
Mstep: Class 42 contains 3025 members 
Mstep: Class 43 contains 4385 members 
Mstep: Class 44 contains 2354 members 
Mstep: Class 45 contains 21891 members 
Mstep: Class 46 contains 13113 members 
Mstep: Class 47 contains 305 members 
Mstep: Class 48 contains 8295 members 
Mstep: Class 49 contains 26889 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 1027 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 3099 members 
Mstep: Class 54 contains 976 members 
Mstep: Class 55 contains 4704 members 
Mstep: Class 56 contains 17271 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 285 members 
Mstep: Class 60 contains 4774 members 
Mstep: Class 61 contains 1767 members 
Mstep: Class 62 contains 1054 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 7834 members 
Mstep: Class 65 contains 501 members 
Mstep: Class 66 contains 667 members 
Mstep: Class 67 contains 2672 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 708 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147542816.000000 Penalty: 253238.593750
Iteration 207Q: 74 clusters Score -1.475428e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22824 members 
Mstep: Class 2 contains 8050 members 
Mstep: Class 3 contains 1102 members 
Mstep: Class 4 contains 223941 members 
Mstep: Class 5 contains 4132 members 
Mstep: Class 6 contains 2381 members 
Mstep: Class 7 contains 9402 members 
Mstep: Class 8 contains 14060 members 
Mstep: Class 9 contains 7497 members 
Mstep: Class 10 contains 27223 members 
Mstep: Class 11 contains 11585 members 
Mstep: Class 12 contains 969 members 
Mstep: Class 13 contains 3326 members 
Mstep: Class 14 contains 36129 members 
Mstep: Class 15 contains 181597 members 
Mstep: Class 16 contains 23122 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 10076 members 
Mstep: Class 19 contains 164651 members 
Mstep: Class 20 contains 55321 members 
Mstep: Class 21 contains 2332 members 
Mstep: Class 22 contains 692 members 
Mstep: Class 23 contains 4373 members 
Mstep: Class 24 contains 3176 members 
Mstep: Class 25 contains 38804 members 
Mstep: Class 26 contains 60562 members 
Mstep: Class 27 contains 28739 members 
Mstep: Class 28 contains 474 members 
Mstep: Class 29 contains 45252 members 
Mstep: Class 30 contains 11088 members 
Mstep: Class 31 contains 6502 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8481 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 3406 members 
Mstep: Class 36 contains 8311 members 
Mstep: Class 37 contains 3967 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1840 members 
Mstep: Class 40 contains 19228 members 
Mstep: Class 41 contains 425 members 
Mstep: Class 42 contains 3025 members 
Mstep: Class 43 contains 4385 members 
Mstep: Class 44 contains 2354 members 
Mstep: Class 45 contains 21892 members 
Mstep: Class 46 contains 13113 members 
Mstep: Class 47 contains 305 members 
Mstep: Class 48 contains 8295 members 
Mstep: Class 49 contains 26890 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 1027 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 3099 members 
Mstep: Class 54 contains 976 members 
Mstep: Class 55 contains 4704 members 
Mstep: Class 56 contains 17271 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 285 members 
Mstep: Class 60 contains 4774 members 
Mstep: Class 61 contains 1767 members 
Mstep: Class 62 contains 1054 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 7838 members 
Mstep: Class 65 contains 501 members 
Mstep: Class 66 contains 667 members 
Mstep: Class 67 contains 2672 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 708 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147542864.000000 Penalty: 253238.593750
Iteration 208Q: 74 clusters Score -1.475429e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22823 members 
Mstep: Class 2 contains 8049 members 
Mstep: Class 3 contains 1102 members 
Mstep: Class 4 contains 223941 members 
Mstep: Class 5 contains 4132 members 
Mstep: Class 6 contains 2381 members 
Mstep: Class 7 contains 9402 members 
Mstep: Class 8 contains 14059 members 
Mstep: Class 9 contains 7497 members 
Mstep: Class 10 contains 27223 members 
Mstep: Class 11 contains 11585 members 
Mstep: Class 12 contains 969 members 
Mstep: Class 13 contains 3327 members 
Mstep: Class 14 contains 36129 members 
Mstep: Class 15 contains 181597 members 
Mstep: Class 16 contains 23121 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 10074 members 
Mstep: Class 19 contains 164652 members 
Mstep: Class 20 contains 55319 members 
Mstep: Class 21 contains 2332 members 
Mstep: Class 22 contains 692 members 
Mstep: Class 23 contains 4373 members 
Mstep: Class 24 contains 3177 members 
Mstep: Class 25 contains 38801 members 
Mstep: Class 26 contains 60562 members 
Mstep: Class 27 contains 28739 members 
Mstep: Class 28 contains 474 members 
Mstep: Class 29 contains 45252 members 
Mstep: Class 30 contains 11088 members 
Mstep: Class 31 contains 6502 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8481 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 3406 members 
Mstep: Class 36 contains 8312 members 
Mstep: Class 37 contains 3966 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1840 members 
Mstep: Class 40 contains 19229 members 
Mstep: Class 41 contains 425 members 
Mstep: Class 42 contains 3025 members 
Mstep: Class 43 contains 4385 members 
Mstep: Class 44 contains 2354 members 
Mstep: Class 45 contains 21892 members 
Mstep: Class 46 contains 13113 members 
Mstep: Class 47 contains 305 members 
Mstep: Class 48 contains 8295 members 
Mstep: Class 49 contains 26890 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 1027 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 3099 members 
Mstep: Class 54 contains 976 members 
Mstep: Class 55 contains 4704 members 
Mstep: Class 56 contains 17272 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 285 members 
Mstep: Class 60 contains 4774 members 
Mstep: Class 61 contains 1767 members 
Mstep: Class 62 contains 1054 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 7844 members 
Mstep: Class 65 contains 501 members 
Mstep: Class 66 contains 667 members 
Mstep: Class 67 contains 2672 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 708 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147542880.000000 Penalty: 253238.593750
Iteration 209Q: 74 clusters Score -1.475429e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22820 members 
Mstep: Class 2 contains 8047 members 
Mstep: Class 3 contains 1102 members 
Mstep: Class 4 contains 223941 members 
Mstep: Class 5 contains 4132 members 
Mstep: Class 6 contains 2381 members 
Mstep: Class 7 contains 9401 members 
Mstep: Class 8 contains 14060 members 
Mstep: Class 9 contains 7497 members 
Mstep: Class 10 contains 27223 members 
Mstep: Class 11 contains 11585 members 
Mstep: Class 12 contains 969 members 
Mstep: Class 13 contains 3328 members 
Mstep: Class 14 contains 36129 members 
Mstep: Class 15 contains 181597 members 
Mstep: Class 16 contains 23121 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 10070 members 
Mstep: Class 19 contains 164652 members 
Mstep: Class 20 contains 55318 members 
Mstep: Class 21 contains 2332 members 
Mstep: Class 22 contains 692 members 
Mstep: Class 23 contains 4373 members 
Mstep: Class 24 contains 3179 members 
Mstep: Class 25 contains 38801 members 
Mstep: Class 26 contains 60564 members 
Mstep: Class 27 contains 28739 members 
Mstep: Class 28 contains 474 members 
Mstep: Class 29 contains 45251 members 
Mstep: Class 30 contains 11088 members 
Mstep: Class 31 contains 6502 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8481 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 3406 members 
Mstep: Class 36 contains 8311 members 
Mstep: Class 37 contains 3966 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1840 members 
Mstep: Class 40 contains 19230 members 
Mstep: Class 41 contains 425 members 
Mstep: Class 42 contains 3025 members 
Mstep: Class 43 contains 4385 members 
Mstep: Class 44 contains 2354 members 
Mstep: Class 45 contains 21894 members 
Mstep: Class 46 contains 13113 members 
Mstep: Class 47 contains 305 members 
Mstep: Class 48 contains 8295 members 
Mstep: Class 49 contains 26890 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 1027 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 3099 members 
Mstep: Class 54 contains 976 members 
Mstep: Class 55 contains 4705 members 
Mstep: Class 56 contains 17273 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 285 members 
Mstep: Class 60 contains 4774 members 
Mstep: Class 61 contains 1767 members 
Mstep: Class 62 contains 1054 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 7846 members 
Mstep: Class 65 contains 501 members 
Mstep: Class 66 contains 667 members 
Mstep: Class 67 contains 2672 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 708 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147542816.000000 Penalty: 253238.593750
Iteration 210Q: 74 clusters Score -1.475428e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22817 members 
Mstep: Class 2 contains 8048 members 
Mstep: Class 3 contains 1102 members 
Mstep: Class 4 contains 223941 members 
Mstep: Class 5 contains 4132 members 
Mstep: Class 6 contains 2381 members 
Mstep: Class 7 contains 9401 members 
Mstep: Class 8 contains 14061 members 
Mstep: Class 9 contains 7497 members 
Mstep: Class 10 contains 27223 members 
Mstep: Class 11 contains 11585 members 
Mstep: Class 12 contains 969 members 
Mstep: Class 13 contains 3329 members 
Mstep: Class 14 contains 36129 members 
Mstep: Class 15 contains 181595 members 
Mstep: Class 16 contains 23121 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 10070 members 
Mstep: Class 19 contains 164651 members 
Mstep: Class 20 contains 55316 members 
Mstep: Class 21 contains 2333 members 
Mstep: Class 22 contains 692 members 
Mstep: Class 23 contains 4373 members 
Mstep: Class 24 contains 3182 members 
Mstep: Class 25 contains 38802 members 
Mstep: Class 26 contains 60564 members 
Mstep: Class 27 contains 28739 members 
Mstep: Class 28 contains 474 members 
Mstep: Class 29 contains 45250 members 
Mstep: Class 30 contains 11088 members 
Mstep: Class 31 contains 6502 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8481 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 3406 members 
Mstep: Class 36 contains 8308 members 
Mstep: Class 37 contains 3966 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1840 members 
Mstep: Class 40 contains 19230 members 
Mstep: Class 41 contains 425 members 
Mstep: Class 42 contains 3025 members 
Mstep: Class 43 contains 4385 members 
Mstep: Class 44 contains 2354 members 
Mstep: Class 45 contains 21895 members 
Mstep: Class 46 contains 13113 members 
Mstep: Class 47 contains 305 members 
Mstep: Class 48 contains 8295 members 
Mstep: Class 49 contains 26890 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 1027 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 3099 members 
Mstep: Class 54 contains 976 members 
Mstep: Class 55 contains 4706 members 
Mstep: Class 56 contains 17274 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 285 members 
Mstep: Class 60 contains 4774 members 
Mstep: Class 61 contains 1767 members 
Mstep: Class 62 contains 1054 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 7847 members 
Mstep: Class 65 contains 501 members 
Mstep: Class 66 contains 667 members 
Mstep: Class 67 contains 2672 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 708 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147542752.000000 Penalty: 253238.593750
Iteration 211Q: 74 clusters Score -1.475428e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22813 members 
Mstep: Class 2 contains 8050 members 
Mstep: Class 3 contains 1102 members 
Mstep: Class 4 contains 223941 members 
Mstep: Class 5 contains 4132 members 
Mstep: Class 6 contains 2380 members 
Mstep: Class 7 contains 9401 members 
Mstep: Class 8 contains 14059 members 
Mstep: Class 9 contains 7497 members 
Mstep: Class 10 contains 27223 members 
Mstep: Class 11 contains 11584 members 
Mstep: Class 12 contains 969 members 
Mstep: Class 13 contains 3331 members 
Mstep: Class 14 contains 36131 members 
Mstep: Class 15 contains 181592 members 
Mstep: Class 16 contains 23120 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 10070 members 
Mstep: Class 19 contains 164651 members 
Mstep: Class 20 contains 55315 members 
Mstep: Class 21 contains 2333 members 
Mstep: Class 22 contains 692 members 
Mstep: Class 23 contains 4373 members 
Mstep: Class 24 contains 3182 members 
Mstep: Class 25 contains 38805 members 
Mstep: Class 26 contains 60564 members 
Mstep: Class 27 contains 28738 members 
Mstep: Class 28 contains 474 members 
Mstep: Class 29 contains 45248 members 
Mstep: Class 30 contains 11088 members 
Mstep: Class 31 contains 6502 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8481 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 3406 members 
Mstep: Class 36 contains 8308 members 
Mstep: Class 37 contains 3966 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1840 members 
Mstep: Class 40 contains 19231 members 
Mstep: Class 41 contains 425 members 
Mstep: Class 42 contains 3025 members 
Mstep: Class 43 contains 4385 members 
Mstep: Class 44 contains 2354 members 
Mstep: Class 45 contains 21896 members 
Mstep: Class 46 contains 13113 members 
Mstep: Class 47 contains 305 members 
Mstep: Class 48 contains 8295 members 
Mstep: Class 49 contains 26890 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 1027 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 3099 members 
Mstep: Class 54 contains 976 members 
Mstep: Class 55 contains 4709 members 
Mstep: Class 56 contains 17275 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 285 members 
Mstep: Class 60 contains 4774 members 
Mstep: Class 61 contains 1767 members 
Mstep: Class 62 contains 1054 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 7848 members 
Mstep: Class 65 contains 501 members 
Mstep: Class 66 contains 667 members 
Mstep: Class 67 contains 2672 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 708 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147542800.000000 Penalty: 253238.593750
Iteration 212Q: 74 clusters Score -1.475428e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22811 members 
Mstep: Class 2 contains 8049 members 
Mstep: Class 3 contains 1102 members 
Mstep: Class 4 contains 223941 members 
Mstep: Class 5 contains 4132 members 
Mstep: Class 6 contains 2380 members 
Mstep: Class 7 contains 9401 members 
Mstep: Class 8 contains 14058 members 
Mstep: Class 9 contains 7497 members 
Mstep: Class 10 contains 27223 members 
Mstep: Class 11 contains 11584 members 
Mstep: Class 12 contains 969 members 
Mstep: Class 13 contains 3331 members 
Mstep: Class 14 contains 36132 members 
Mstep: Class 15 contains 181591 members 
Mstep: Class 16 contains 23120 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 10069 members 
Mstep: Class 19 contains 164652 members 
Mstep: Class 20 contains 55314 members 
Mstep: Class 21 contains 2333 members 
Mstep: Class 22 contains 692 members 
Mstep: Class 23 contains 4373 members 
Mstep: Class 24 contains 3182 members 
Mstep: Class 25 contains 38807 members 
Mstep: Class 26 contains 60564 members 
Mstep: Class 27 contains 28738 members 
Mstep: Class 28 contains 474 members 
Mstep: Class 29 contains 45249 members 
Mstep: Class 30 contains 11088 members 
Mstep: Class 31 contains 6502 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8481 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 3406 members 
Mstep: Class 36 contains 8309 members 
Mstep: Class 37 contains 3966 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1840 members 
Mstep: Class 40 contains 19231 members 
Mstep: Class 41 contains 425 members 
Mstep: Class 42 contains 3025 members 
Mstep: Class 43 contains 4386 members 
Mstep: Class 44 contains 2354 members 
Mstep: Class 45 contains 21895 members 
Mstep: Class 46 contains 13113 members 
Mstep: Class 47 contains 305 members 
Mstep: Class 48 contains 8295 members 
Mstep: Class 49 contains 26891 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 1027 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 3099 members 
Mstep: Class 54 contains 976 members 
Mstep: Class 55 contains 4710 members 
Mstep: Class 56 contains 17274 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 285 members 
Mstep: Class 60 contains 4774 members 
Mstep: Class 61 contains 1767 members 
Mstep: Class 62 contains 1054 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 7848 members 
Mstep: Class 65 contains 501 members 
Mstep: Class 66 contains 667 members 
Mstep: Class 67 contains 2672 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 708 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147542896.000000 Penalty: 253238.593750
Iteration 213Q: 74 clusters Score -1.475429e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22810 members 
Mstep: Class 2 contains 8049 members 
Mstep: Class 3 contains 1102 members 
Mstep: Class 4 contains 223940 members 
Mstep: Class 5 contains 4132 members 
Mstep: Class 6 contains 2380 members 
Mstep: Class 7 contains 9401 members 
Mstep: Class 8 contains 14059 members 
Mstep: Class 9 contains 7496 members 
Mstep: Class 10 contains 27223 members 
Mstep: Class 11 contains 11584 members 
Mstep: Class 12 contains 969 members 
Mstep: Class 13 contains 3332 members 
Mstep: Class 14 contains 36132 members 
Mstep: Class 15 contains 181590 members 
Mstep: Class 16 contains 23119 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 10067 members 
Mstep: Class 19 contains 164650 members 
Mstep: Class 20 contains 55313 members 
Mstep: Class 21 contains 2333 members 
Mstep: Class 22 contains 692 members 
Mstep: Class 23 contains 4373 members 
Mstep: Class 24 contains 3182 members 
Mstep: Class 25 contains 38809 members 
Mstep: Class 26 contains 60563 members 
Mstep: Class 27 contains 28738 members 
Mstep: Class 28 contains 474 members 
Mstep: Class 29 contains 45250 members 
Mstep: Class 30 contains 11088 members 
Mstep: Class 31 contains 6502 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8481 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 3406 members 
Mstep: Class 36 contains 8309 members 
Mstep: Class 37 contains 3966 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1840 members 
Mstep: Class 40 contains 19231 members 
Mstep: Class 41 contains 425 members 
Mstep: Class 42 contains 3025 members 
Mstep: Class 43 contains 4387 members 
Mstep: Class 44 contains 2354 members 
Mstep: Class 45 contains 21896 members 
Mstep: Class 46 contains 13113 members 
Mstep: Class 47 contains 305 members 
Mstep: Class 48 contains 8295 members 
Mstep: Class 49 contains 26892 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 1027 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 3099 members 
Mstep: Class 54 contains 976 members 
Mstep: Class 55 contains 4711 members 
Mstep: Class 56 contains 17274 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 285 members 
Mstep: Class 60 contains 4774 members 
Mstep: Class 61 contains 1767 members 
Mstep: Class 62 contains 1054 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 7850 members 
Mstep: Class 65 contains 501 members 
Mstep: Class 66 contains 667 members 
Mstep: Class 67 contains 2672 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 708 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147542944.000000 Penalty: 253238.593750
Iteration 214Q: 74 clusters Score -1.475429e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22805 members 
Mstep: Class 2 contains 8049 members 
Mstep: Class 3 contains 1102 members 
Mstep: Class 4 contains 223940 members 
Mstep: Class 5 contains 4132 members 
Mstep: Class 6 contains 2381 members 
Mstep: Class 7 contains 9401 members 
Mstep: Class 8 contains 14060 members 
Mstep: Class 9 contains 7496 members 
Mstep: Class 10 contains 27223 members 
Mstep: Class 11 contains 11584 members 
Mstep: Class 12 contains 969 members 
Mstep: Class 13 contains 3333 members 
Mstep: Class 14 contains 36131 members 
Mstep: Class 15 contains 181592 members 
Mstep: Class 16 contains 23118 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 10065 members 
Mstep: Class 19 contains 164650 members 
Mstep: Class 20 contains 55311 members 
Mstep: Class 21 contains 2333 members 
Mstep: Class 22 contains 692 members 
Mstep: Class 23 contains 4374 members 
Mstep: Class 24 contains 3181 members 
Mstep: Class 25 contains 38808 members 
Mstep: Class 26 contains 60564 members 
Mstep: Class 27 contains 28738 members 
Mstep: Class 28 contains 474 members 
Mstep: Class 29 contains 45249 members 
Mstep: Class 30 contains 11088 members 
Mstep: Class 31 contains 6502 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8481 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 3406 members 
Mstep: Class 36 contains 8310 members 
Mstep: Class 37 contains 3966 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1840 members 
Mstep: Class 40 contains 19230 members 
Mstep: Class 41 contains 425 members 
Mstep: Class 42 contains 3026 members 
Mstep: Class 43 contains 4388 members 
Mstep: Class 44 contains 2354 members 
Mstep: Class 45 contains 21897 members 
Mstep: Class 46 contains 13114 members 
Mstep: Class 47 contains 305 members 
Mstep: Class 48 contains 8295 members 
Mstep: Class 49 contains 26892 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 1027 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 3099 members 
Mstep: Class 54 contains 976 members 
Mstep: Class 55 contains 4710 members 
Mstep: Class 56 contains 17274 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 285 members 
Mstep: Class 60 contains 4774 members 
Mstep: Class 61 contains 1767 members 
Mstep: Class 62 contains 1054 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 7854 members 
Mstep: Class 65 contains 501 members 
Mstep: Class 66 contains 667 members 
Mstep: Class 67 contains 2672 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 708 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147542992.000000 Penalty: 253238.593750
Iteration 215Q: 74 clusters Score -1.47543e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22801 members 
Mstep: Class 2 contains 8048 members 
Mstep: Class 3 contains 1102 members 
Mstep: Class 4 contains 223941 members 
Mstep: Class 5 contains 4132 members 
Mstep: Class 6 contains 2380 members 
Mstep: Class 7 contains 9402 members 
Mstep: Class 8 contains 14061 members 
Mstep: Class 9 contains 7496 members 
Mstep: Class 10 contains 27223 members 
Mstep: Class 11 contains 11584 members 
Mstep: Class 12 contains 969 members 
Mstep: Class 13 contains 3333 members 
Mstep: Class 14 contains 36131 members 
Mstep: Class 15 contains 181595 members 
Mstep: Class 16 contains 23118 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 10063 members 
Mstep: Class 19 contains 164653 members 
Mstep: Class 20 contains 55301 members 
Mstep: Class 21 contains 2333 members 
Mstep: Class 22 contains 692 members 
Mstep: Class 23 contains 4374 members 
Mstep: Class 24 contains 3183 members 
Mstep: Class 25 contains 38811 members 
Mstep: Class 26 contains 60566 members 
Mstep: Class 27 contains 28738 members 
Mstep: Class 28 contains 474 members 
Mstep: Class 29 contains 45248 members 
Mstep: Class 30 contains 11088 members 
Mstep: Class 31 contains 6502 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8481 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 3406 members 
Mstep: Class 36 contains 8310 members 
Mstep: Class 37 contains 3966 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1840 members 
Mstep: Class 40 contains 19229 members 
Mstep: Class 41 contains 425 members 
Mstep: Class 42 contains 3026 members 
Mstep: Class 43 contains 4389 members 
Mstep: Class 44 contains 2354 members 
Mstep: Class 45 contains 21900 members 
Mstep: Class 46 contains 13114 members 
Mstep: Class 47 contains 305 members 
Mstep: Class 48 contains 8295 members 
Mstep: Class 49 contains 26892 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 1027 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 3099 members 
Mstep: Class 54 contains 976 members 
Mstep: Class 55 contains 4710 members 
Mstep: Class 56 contains 17274 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 285 members 
Mstep: Class 60 contains 4774 members 
Mstep: Class 61 contains 1767 members 
Mstep: Class 62 contains 1054 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 7854 members 
Mstep: Class 65 contains 501 members 
Mstep: Class 66 contains 667 members 
Mstep: Class 67 contains 2672 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 708 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147542976.000000 Penalty: 253238.593750
Iteration 216Q: 74 clusters Score -1.47543e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22799 members 
Mstep: Class 2 contains 8048 members 
Mstep: Class 3 contains 1102 members 
Mstep: Class 4 contains 223945 members 
Mstep: Class 5 contains 4132 members 
Mstep: Class 6 contains 2378 members 
Mstep: Class 7 contains 9402 members 
Mstep: Class 8 contains 14060 members 
Mstep: Class 9 contains 7496 members 
Mstep: Class 10 contains 27224 members 
Mstep: Class 11 contains 11584 members 
Mstep: Class 12 contains 969 members 
Mstep: Class 13 contains 3333 members 
Mstep: Class 14 contains 36130 members 
Mstep: Class 15 contains 181593 members 
Mstep: Class 16 contains 23118 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 10062 members 
Mstep: Class 19 contains 164652 members 
Mstep: Class 20 contains 55299 members 
Mstep: Class 21 contains 2332 members 
Mstep: Class 22 contains 692 members 
Mstep: Class 23 contains 4374 members 
Mstep: Class 24 contains 3187 members 
Mstep: Class 25 contains 38810 members 
Mstep: Class 26 contains 60567 members 
Mstep: Class 27 contains 28737 members 
Mstep: Class 28 contains 474 members 
Mstep: Class 29 contains 45248 members 
Mstep: Class 30 contains 11088 members 
Mstep: Class 31 contains 6502 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8481 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 3407 members 
Mstep: Class 36 contains 8309 members 
Mstep: Class 37 contains 3966 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1840 members 
Mstep: Class 40 contains 19229 members 
Mstep: Class 41 contains 425 members 
Mstep: Class 42 contains 3026 members 
Mstep: Class 43 contains 4391 members 
Mstep: Class 44 contains 2354 members 
Mstep: Class 45 contains 21902 members 
Mstep: Class 46 contains 13114 members 
Mstep: Class 47 contains 305 members 
Mstep: Class 48 contains 8295 members 
Mstep: Class 49 contains 26892 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 1027 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 3099 members 
Mstep: Class 54 contains 976 members 
Mstep: Class 55 contains 4710 members 
Mstep: Class 56 contains 17274 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 285 members 
Mstep: Class 60 contains 4774 members 
Mstep: Class 61 contains 1767 members 
Mstep: Class 62 contains 1054 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 7855 members 
Mstep: Class 65 contains 501 members 
Mstep: Class 66 contains 667 members 
Mstep: Class 67 contains 2672 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 708 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147542896.000000 Penalty: 253238.593750
Iteration 217Q: 74 clusters Score -1.475429e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22801 members 
Mstep: Class 2 contains 8049 members 
Mstep: Class 3 contains 1102 members 
Mstep: Class 4 contains 223948 members 
Mstep: Class 5 contains 4132 members 
Mstep: Class 6 contains 2378 members 
Mstep: Class 7 contains 9402 members 
Mstep: Class 8 contains 14060 members 
Mstep: Class 9 contains 7496 members 
Mstep: Class 10 contains 27224 members 
Mstep: Class 11 contains 11584 members 
Mstep: Class 12 contains 969 members 
Mstep: Class 13 contains 3333 members 
Mstep: Class 14 contains 36131 members 
Mstep: Class 15 contains 181590 members 
Mstep: Class 16 contains 23118 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 10062 members 
Mstep: Class 19 contains 164651 members 
Mstep: Class 20 contains 55297 members 
Mstep: Class 21 contains 2332 members 
Mstep: Class 22 contains 692 members 
Mstep: Class 23 contains 4374 members 
Mstep: Class 24 contains 3188 members 
Mstep: Class 25 contains 38810 members 
Mstep: Class 26 contains 60568 members 
Mstep: Class 27 contains 28736 members 
Mstep: Class 28 contains 474 members 
Mstep: Class 29 contains 45248 members 
Mstep: Class 30 contains 11088 members 
Mstep: Class 31 contains 6502 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8481 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 3407 members 
Mstep: Class 36 contains 8309 members 
Mstep: Class 37 contains 3966 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1840 members 
Mstep: Class 40 contains 19228 members 
Mstep: Class 41 contains 425 members 
Mstep: Class 42 contains 3026 members 
Mstep: Class 43 contains 4391 members 
Mstep: Class 44 contains 2354 members 
Mstep: Class 45 contains 21902 members 
Mstep: Class 46 contains 13113 members 
Mstep: Class 47 contains 305 members 
Mstep: Class 48 contains 8295 members 
Mstep: Class 49 contains 26892 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 1027 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 3099 members 
Mstep: Class 54 contains 976 members 
Mstep: Class 55 contains 4710 members 
Mstep: Class 56 contains 17274 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 285 members 
Mstep: Class 60 contains 4774 members 
Mstep: Class 61 contains 1767 members 
Mstep: Class 62 contains 1054 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 7855 members 
Mstep: Class 65 contains 501 members 
Mstep: Class 66 contains 667 members 
Mstep: Class 67 contains 2672 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 708 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147542848.000000 Penalty: 253238.593750
Iteration 218Q: 74 clusters Score -1.475428e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22805 members 
Mstep: Class 2 contains 8048 members 
Mstep: Class 3 contains 1102 members 
Mstep: Class 4 contains 223947 members 
Mstep: Class 5 contains 4132 members 
Mstep: Class 6 contains 2379 members 
Mstep: Class 7 contains 9402 members 
Mstep: Class 8 contains 14060 members 
Mstep: Class 9 contains 7496 members 
Mstep: Class 10 contains 27224 members 
Mstep: Class 11 contains 11584 members 
Mstep: Class 12 contains 969 members 
Mstep: Class 13 contains 3333 members 
Mstep: Class 14 contains 36132 members 
Mstep: Class 15 contains 181585 members 
Mstep: Class 16 contains 23118 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 10062 members 
Mstep: Class 19 contains 164651 members 
Mstep: Class 20 contains 55299 members 
Mstep: Class 21 contains 2332 members 
Mstep: Class 22 contains 692 members 
Mstep: Class 23 contains 4374 members 
Mstep: Class 24 contains 3188 members 
Mstep: Class 25 contains 38810 members 
Mstep: Class 26 contains 60567 members 
Mstep: Class 27 contains 28735 members 
Mstep: Class 28 contains 474 members 
Mstep: Class 29 contains 45249 members 
Mstep: Class 30 contains 11088 members 
Mstep: Class 31 contains 6502 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8481 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 3407 members 
Mstep: Class 36 contains 8310 members 
Mstep: Class 37 contains 3966 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1840 members 
Mstep: Class 40 contains 19227 members 
Mstep: Class 41 contains 425 members 
Mstep: Class 42 contains 3026 members 
Mstep: Class 43 contains 4390 members 
Mstep: Class 44 contains 2354 members 
Mstep: Class 45 contains 21902 members 
Mstep: Class 46 contains 13112 members 
Mstep: Class 47 contains 305 members 
Mstep: Class 48 contains 8295 members 
Mstep: Class 49 contains 26892 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 1027 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 3099 members 
Mstep: Class 54 contains 976 members 
Mstep: Class 55 contains 4710 members 
Mstep: Class 56 contains 17274 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 285 members 
Mstep: Class 60 contains 4775 members 
Mstep: Class 61 contains 1767 members 
Mstep: Class 62 contains 1054 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 7856 members 
Mstep: Class 65 contains 501 members 
Mstep: Class 66 contains 667 members 
Mstep: Class 67 contains 2672 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 708 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147542848.000000 Penalty: 253238.593750
Iteration 219Q: 74 clusters Score -1.475428e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22801 members 
Mstep: Class 2 contains 8049 members 
Mstep: Class 3 contains 1102 members 
Mstep: Class 4 contains 223946 members 
Mstep: Class 5 contains 4132 members 
Mstep: Class 6 contains 2379 members 
Mstep: Class 7 contains 9403 members 
Mstep: Class 8 contains 14059 members 
Mstep: Class 9 contains 7496 members 
Mstep: Class 10 contains 27224 members 
Mstep: Class 11 contains 11584 members 
Mstep: Class 12 contains 969 members 
Mstep: Class 13 contains 3333 members 
Mstep: Class 14 contains 36132 members 
Mstep: Class 15 contains 181586 members 
Mstep: Class 16 contains 23118 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 10058 members 
Mstep: Class 19 contains 164652 members 
Mstep: Class 20 contains 55299 members 
Mstep: Class 21 contains 2332 members 
Mstep: Class 22 contains 692 members 
Mstep: Class 23 contains 4374 members 
Mstep: Class 24 contains 3188 members 
Mstep: Class 25 contains 38811 members 
Mstep: Class 26 contains 60567 members 
Mstep: Class 27 contains 28735 members 
Mstep: Class 28 contains 474 members 
Mstep: Class 29 contains 45249 members 
Mstep: Class 30 contains 11088 members 
Mstep: Class 31 contains 6502 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8481 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 3407 members 
Mstep: Class 36 contains 8310 members 
Mstep: Class 37 contains 3966 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1840 members 
Mstep: Class 40 contains 19227 members 
Mstep: Class 41 contains 425 members 
Mstep: Class 42 contains 3027 members 
Mstep: Class 43 contains 4390 members 
Mstep: Class 44 contains 2354 members 
Mstep: Class 45 contains 21903 members 
Mstep: Class 46 contains 13111 members 
Mstep: Class 47 contains 305 members 
Mstep: Class 48 contains 8295 members 
Mstep: Class 49 contains 26892 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 1027 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 3099 members 
Mstep: Class 54 contains 976 members 
Mstep: Class 55 contains 4710 members 
Mstep: Class 56 contains 17274 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 285 members 
Mstep: Class 60 contains 4776 members 
Mstep: Class 61 contains 1767 members 
Mstep: Class 62 contains 1054 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 7859 members 
Mstep: Class 65 contains 501 members 
Mstep: Class 66 contains 667 members 
Mstep: Class 67 contains 2672 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 708 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147542768.000000 Penalty: 253238.593750
Iteration 220F: 74 clusters Score -1.475428e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22802 members 
Mstep: Class 2 contains 8050 members 
Mstep: Class 3 contains 1102 members 
Mstep: Class 4 contains 223945 members 
Mstep: Class 5 contains 4132 members 
Mstep: Class 6 contains 2379 members 
Mstep: Class 7 contains 9402 members 
Mstep: Class 8 contains 14059 members 
Mstep: Class 9 contains 7496 members 
Mstep: Class 10 contains 27224 members 
Mstep: Class 11 contains 11584 members 
Mstep: Class 12 contains 969 members 
Mstep: Class 13 contains 3334 members 
Mstep: Class 14 contains 36132 members 
Mstep: Class 15 contains 181581 members 
Mstep: Class 16 contains 23118 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 10056 members 
Mstep: Class 19 contains 164651 members 
Mstep: Class 20 contains 55301 members 
Mstep: Class 21 contains 2332 members 
Mstep: Class 22 contains 692 members 
Mstep: Class 23 contains 4374 members 
Mstep: Class 24 contains 3188 members 
Mstep: Class 25 contains 38812 members 
Mstep: Class 26 contains 60568 members 
Mstep: Class 27 contains 28735 members 
Mstep: Class 28 contains 474 members 
Mstep: Class 29 contains 45248 members 
Mstep: Class 30 contains 11088 members 
Mstep: Class 31 contains 6502 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8481 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 3407 members 
Mstep: Class 36 contains 8310 members 
Mstep: Class 37 contains 3966 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1840 members 
Mstep: Class 40 contains 19228 members 
Mstep: Class 41 contains 425 members 
Mstep: Class 42 contains 3027 members 
Mstep: Class 43 contains 4390 members 
Mstep: Class 44 contains 2354 members 
Mstep: Class 45 contains 21903 members 
Mstep: Class 46 contains 13110 members 
Mstep: Class 47 contains 305 members 
Mstep: Class 48 contains 8295 members 
Mstep: Class 49 contains 26892 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 1027 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 3099 members 
Mstep: Class 54 contains 976 members 
Mstep: Class 55 contains 4710 members 
Mstep: Class 56 contains 17274 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 285 members 
Mstep: Class 60 contains 4777 members 
Mstep: Class 61 contains 1767 members 
Mstep: Class 62 contains 1054 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 7862 members 
Mstep: Class 65 contains 501 members 
Mstep: Class 66 contains 667 members 
Mstep: Class 67 contains 2672 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 708 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147542784.000000 Penalty: 253238.593750
Iteration 221Q: 74 clusters Score -1.475428e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22802 members 
Mstep: Class 2 contains 8050 members 
Mstep: Class 3 contains 1102 members 
Mstep: Class 4 contains 223946 members 
Mstep: Class 5 contains 4132 members 
Mstep: Class 6 contains 2379 members 
Mstep: Class 7 contains 9401 members 
Mstep: Class 8 contains 14059 members 
Mstep: Class 9 contains 7496 members 
Mstep: Class 10 contains 27224 members 
Mstep: Class 11 contains 11584 members 
Mstep: Class 12 contains 969 members 
Mstep: Class 13 contains 3334 members 
Mstep: Class 14 contains 36131 members 
Mstep: Class 15 contains 181578 members 
Mstep: Class 16 contains 23118 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 10052 members 
Mstep: Class 19 contains 164652 members 
Mstep: Class 20 contains 55301 members 
Mstep: Class 21 contains 2332 members 
Mstep: Class 22 contains 692 members 
Mstep: Class 23 contains 4374 members 
Mstep: Class 24 contains 3188 members 
Mstep: Class 25 contains 38812 members 
Mstep: Class 26 contains 60567 members 
Mstep: Class 27 contains 28735 members 
Mstep: Class 28 contains 474 members 
Mstep: Class 29 contains 45247 members 
Mstep: Class 30 contains 11088 members 
Mstep: Class 31 contains 6502 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8481 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 3407 members 
Mstep: Class 36 contains 8310 members 
Mstep: Class 37 contains 3966 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1840 members 
Mstep: Class 40 contains 19228 members 
Mstep: Class 41 contains 425 members 
Mstep: Class 42 contains 3027 members 
Mstep: Class 43 contains 4390 members 
Mstep: Class 44 contains 2354 members 
Mstep: Class 45 contains 21906 members 
Mstep: Class 46 contains 13110 members 
Mstep: Class 47 contains 305 members 
Mstep: Class 48 contains 8295 members 
Mstep: Class 49 contains 26893 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 1027 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 3099 members 
Mstep: Class 54 contains 976 members 
Mstep: Class 55 contains 4710 members 
Mstep: Class 56 contains 17274 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 285 members 
Mstep: Class 60 contains 4779 members 
Mstep: Class 61 contains 1767 members 
Mstep: Class 62 contains 1054 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 7865 members 
Mstep: Class 65 contains 501 members 
Mstep: Class 66 contains 667 members 
Mstep: Class 67 contains 2672 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 708 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147542768.000000 Penalty: 253238.593750
Iteration 222Q: 74 clusters Score -1.475428e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22801 members 
Mstep: Class 2 contains 8050 members 
Mstep: Class 3 contains 1102 members 
Mstep: Class 4 contains 223948 members 
Mstep: Class 5 contains 4132 members 
Mstep: Class 6 contains 2379 members 
Mstep: Class 7 contains 9401 members 
Mstep: Class 8 contains 14059 members 
Mstep: Class 9 contains 7496 members 
Mstep: Class 10 contains 27224 members 
Mstep: Class 11 contains 11584 members 
Mstep: Class 12 contains 969 members 
Mstep: Class 13 contains 3334 members 
Mstep: Class 14 contains 36131 members 
Mstep: Class 15 contains 181574 members 
Mstep: Class 16 contains 23118 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 10049 members 
Mstep: Class 19 contains 164652 members 
Mstep: Class 20 contains 55302 members 
Mstep: Class 21 contains 2332 members 
Mstep: Class 22 contains 692 members 
Mstep: Class 23 contains 4373 members 
Mstep: Class 24 contains 3188 members 
Mstep: Class 25 contains 38812 members 
Mstep: Class 26 contains 60570 members 
Mstep: Class 27 contains 28735 members 
Mstep: Class 28 contains 474 members 
Mstep: Class 29 contains 45247 members 
Mstep: Class 30 contains 11088 members 
Mstep: Class 31 contains 6502 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8481 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 3407 members 
Mstep: Class 36 contains 8310 members 
Mstep: Class 37 contains 3966 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1840 members 
Mstep: Class 40 contains 19228 members 
Mstep: Class 41 contains 425 members 
Mstep: Class 42 contains 3027 members 
Mstep: Class 43 contains 4390 members 
Mstep: Class 44 contains 2354 members 
Mstep: Class 45 contains 21906 members 
Mstep: Class 46 contains 13110 members 
Mstep: Class 47 contains 305 members 
Mstep: Class 48 contains 8295 members 
Mstep: Class 49 contains 26893 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 1027 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 3099 members 
Mstep: Class 54 contains 976 members 
Mstep: Class 55 contains 4710 members 
Mstep: Class 56 contains 17274 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 285 members 
Mstep: Class 60 contains 4779 members 
Mstep: Class 61 contains 1767 members 
Mstep: Class 62 contains 1054 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 7868 members 
Mstep: Class 65 contains 501 members 
Mstep: Class 66 contains 667 members 
Mstep: Class 67 contains 2672 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 708 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147542784.000000 Penalty: 253238.593750
Iteration 223Q: 74 clusters Score -1.475428e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22801 members 
Mstep: Class 2 contains 8050 members 
Mstep: Class 3 contains 1102 members 
Mstep: Class 4 contains 223949 members 
Mstep: Class 5 contains 4132 members 
Mstep: Class 6 contains 2379 members 
Mstep: Class 7 contains 9401 members 
Mstep: Class 8 contains 14059 members 
Mstep: Class 9 contains 7496 members 
Mstep: Class 10 contains 27223 members 
Mstep: Class 11 contains 11584 members 
Mstep: Class 12 contains 969 members 
Mstep: Class 13 contains 3334 members 
Mstep: Class 14 contains 36131 members 
Mstep: Class 15 contains 181571 members 
Mstep: Class 16 contains 23118 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 10048 members 
Mstep: Class 19 contains 164653 members 
Mstep: Class 20 contains 55302 members 
Mstep: Class 21 contains 2332 members 
Mstep: Class 22 contains 692 members 
Mstep: Class 23 contains 4373 members 
Mstep: Class 24 contains 3188 members 
Mstep: Class 25 contains 38811 members 
Mstep: Class 26 contains 60568 members 
Mstep: Class 27 contains 28735 members 
Mstep: Class 28 contains 474 members 
Mstep: Class 29 contains 45247 members 
Mstep: Class 30 contains 11088 members 
Mstep: Class 31 contains 6502 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8481 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 3407 members 
Mstep: Class 36 contains 8310 members 
Mstep: Class 37 contains 3966 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1840 members 
Mstep: Class 40 contains 19228 members 
Mstep: Class 41 contains 425 members 
Mstep: Class 42 contains 3027 members 
Mstep: Class 43 contains 4390 members 
Mstep: Class 44 contains 2354 members 
Mstep: Class 45 contains 21907 members 
Mstep: Class 46 contains 13109 members 
Mstep: Class 47 contains 305 members 
Mstep: Class 48 contains 8295 members 
Mstep: Class 49 contains 26893 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 1027 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 3099 members 
Mstep: Class 54 contains 976 members 
Mstep: Class 55 contains 4710 members 
Mstep: Class 56 contains 17274 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 285 members 
Mstep: Class 60 contains 4779 members 
Mstep: Class 61 contains 1767 members 
Mstep: Class 62 contains 1054 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 7874 members 
Mstep: Class 65 contains 501 members 
Mstep: Class 66 contains 667 members 
Mstep: Class 67 contains 2672 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 708 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147542864.000000 Penalty: 253238.593750
Iteration 224Q: 74 clusters Score -1.475429e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22800 members 
Mstep: Class 2 contains 8050 members 
Mstep: Class 3 contains 1102 members 
Mstep: Class 4 contains 223951 members 
Mstep: Class 5 contains 4132 members 
Mstep: Class 6 contains 2379 members 
Mstep: Class 7 contains 9399 members 
Mstep: Class 8 contains 14059 members 
Mstep: Class 9 contains 7495 members 
Mstep: Class 10 contains 27221 members 
Mstep: Class 11 contains 11584 members 
Mstep: Class 12 contains 969 members 
Mstep: Class 13 contains 3334 members 
Mstep: Class 14 contains 36131 members 
Mstep: Class 15 contains 181569 members 
Mstep: Class 16 contains 23118 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 10047 members 
Mstep: Class 19 contains 164653 members 
Mstep: Class 20 contains 55301 members 
Mstep: Class 21 contains 2332 members 
Mstep: Class 22 contains 692 members 
Mstep: Class 23 contains 4373 members 
Mstep: Class 24 contains 3188 members 
Mstep: Class 25 contains 38810 members 
Mstep: Class 26 contains 60571 members 
Mstep: Class 27 contains 28735 members 
Mstep: Class 28 contains 474 members 
Mstep: Class 29 contains 45247 members 
Mstep: Class 30 contains 11088 members 
Mstep: Class 31 contains 6502 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8481 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 3407 members 
Mstep: Class 36 contains 8310 members 
Mstep: Class 37 contains 3965 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1840 members 
Mstep: Class 40 contains 19228 members 
Mstep: Class 41 contains 425 members 
Mstep: Class 42 contains 3027 members 
Mstep: Class 43 contains 4390 members 
Mstep: Class 44 contains 2354 members 
Mstep: Class 45 contains 21910 members 
Mstep: Class 46 contains 13109 members 
Mstep: Class 47 contains 305 members 
Mstep: Class 48 contains 8295 members 
Mstep: Class 49 contains 26893 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 1027 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 3099 members 
Mstep: Class 54 contains 976 members 
Mstep: Class 55 contains 4710 members 
Mstep: Class 56 contains 17274 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 285 members 
Mstep: Class 60 contains 4779 members 
Mstep: Class 61 contains 1767 members 
Mstep: Class 62 contains 1054 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 7878 members 
Mstep: Class 65 contains 501 members 
Mstep: Class 66 contains 667 members 
Mstep: Class 67 contains 2672 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 708 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147542848.000000 Penalty: 253238.593750
Iteration 225Q: 74 clusters Score -1.475428e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22800 members 
Mstep: Class 2 contains 8050 members 
Mstep: Class 3 contains 1102 members 
Mstep: Class 4 contains 223950 members 
Mstep: Class 5 contains 4132 members 
Mstep: Class 6 contains 2379 members 
Mstep: Class 7 contains 9399 members 
Mstep: Class 8 contains 14059 members 
Mstep: Class 9 contains 7493 members 
Mstep: Class 10 contains 27221 members 
Mstep: Class 11 contains 11583 members 
Mstep: Class 12 contains 969 members 
Mstep: Class 13 contains 3334 members 
Mstep: Class 14 contains 36131 members 
Mstep: Class 15 contains 181569 members 
Mstep: Class 16 contains 23118 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 10045 members 
Mstep: Class 19 contains 164653 members 
Mstep: Class 20 contains 55300 members 
Mstep: Class 21 contains 2332 members 
Mstep: Class 22 contains 692 members 
Mstep: Class 23 contains 4373 members 
Mstep: Class 24 contains 3188 members 
Mstep: Class 25 contains 38809 members 
Mstep: Class 26 contains 60570 members 
Mstep: Class 27 contains 28735 members 
Mstep: Class 28 contains 474 members 
Mstep: Class 29 contains 45247 members 
Mstep: Class 30 contains 11088 members 
Mstep: Class 31 contains 6503 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8481 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 3407 members 
Mstep: Class 36 contains 8310 members 
Mstep: Class 37 contains 3965 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1840 members 
Mstep: Class 40 contains 19228 members 
Mstep: Class 41 contains 425 members 
Mstep: Class 42 contains 3028 members 
Mstep: Class 43 contains 4390 members 
Mstep: Class 44 contains 2354 members 
Mstep: Class 45 contains 21912 members 
Mstep: Class 46 contains 13109 members 
Mstep: Class 47 contains 305 members 
Mstep: Class 48 contains 8295 members 
Mstep: Class 49 contains 26893 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 1027 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 3099 members 
Mstep: Class 54 contains 976 members 
Mstep: Class 55 contains 4710 members 
Mstep: Class 56 contains 17274 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 285 members 
Mstep: Class 60 contains 4779 members 
Mstep: Class 61 contains 1767 members 
Mstep: Class 62 contains 1054 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 7883 members 
Mstep: Class 65 contains 501 members 
Mstep: Class 66 contains 667 members 
Mstep: Class 67 contains 2672 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 708 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147542832.000000 Penalty: 253238.593750
Iteration 226Q: 74 clusters Score -1.475428e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22800 members 
Mstep: Class 2 contains 8050 members 
Mstep: Class 3 contains 1102 members 
Mstep: Class 4 contains 223950 members 
Mstep: Class 5 contains 4132 members 
Mstep: Class 6 contains 2379 members 
Mstep: Class 7 contains 9399 members 
Mstep: Class 8 contains 14059 members 
Mstep: Class 9 contains 7492 members 
Mstep: Class 10 contains 27220 members 
Mstep: Class 11 contains 11583 members 
Mstep: Class 12 contains 969 members 
Mstep: Class 13 contains 3334 members 
Mstep: Class 14 contains 36132 members 
Mstep: Class 15 contains 181569 members 
Mstep: Class 16 contains 23118 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 10043 members 
Mstep: Class 19 contains 164655 members 
Mstep: Class 20 contains 55298 members 
Mstep: Class 21 contains 2332 members 
Mstep: Class 22 contains 692 members 
Mstep: Class 23 contains 4372 members 
Mstep: Class 24 contains 3188 members 
Mstep: Class 25 contains 38803 members 
Mstep: Class 26 contains 60570 members 
Mstep: Class 27 contains 28735 members 
Mstep: Class 28 contains 474 members 
Mstep: Class 29 contains 45247 members 
Mstep: Class 30 contains 11088 members 
Mstep: Class 31 contains 6503 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8481 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 3407 members 
Mstep: Class 36 contains 8310 members 
Mstep: Class 37 contains 3965 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1840 members 
Mstep: Class 40 contains 19228 members 
Mstep: Class 41 contains 425 members 
Mstep: Class 42 contains 3028 members 
Mstep: Class 43 contains 4390 members 
Mstep: Class 44 contains 2354 members 
Mstep: Class 45 contains 21917 members 
Mstep: Class 46 contains 13109 members 
Mstep: Class 47 contains 305 members 
Mstep: Class 48 contains 8295 members 
Mstep: Class 49 contains 26893 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 1027 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 3099 members 
Mstep: Class 54 contains 976 members 
Mstep: Class 55 contains 4710 members 
Mstep: Class 56 contains 17274 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 285 members 
Mstep: Class 60 contains 4779 members 
Mstep: Class 61 contains 1767 members 
Mstep: Class 62 contains 1054 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 7888 members 
Mstep: Class 65 contains 501 members 
Mstep: Class 66 contains 667 members 
Mstep: Class 67 contains 2672 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 708 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147542768.000000 Penalty: 253238.593750
Iteration 227Q: 74 clusters Score -1.475428e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22798 members 
Mstep: Class 2 contains 8050 members 
Mstep: Class 3 contains 1102 members 
Mstep: Class 4 contains 223950 members 
Mstep: Class 5 contains 4132 members 
Mstep: Class 6 contains 2379 members 
Mstep: Class 7 contains 9396 members 
Mstep: Class 8 contains 14059 members 
Mstep: Class 9 contains 7490 members 
Mstep: Class 10 contains 27220 members 
Mstep: Class 11 contains 11582 members 
Mstep: Class 12 contains 969 members 
Mstep: Class 13 contains 3334 members 
Mstep: Class 14 contains 36132 members 
Mstep: Class 15 contains 181569 members 
Mstep: Class 16 contains 23118 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 10042 members 
Mstep: Class 19 contains 164655 members 
Mstep: Class 20 contains 55296 members 
Mstep: Class 21 contains 2332 members 
Mstep: Class 22 contains 692 members 
Mstep: Class 23 contains 4372 members 
Mstep: Class 24 contains 3188 members 
Mstep: Class 25 contains 38798 members 
Mstep: Class 26 contains 60570 members 
Mstep: Class 27 contains 28735 members 
Mstep: Class 28 contains 474 members 
Mstep: Class 29 contains 45247 members 
Mstep: Class 30 contains 11088 members 
Mstep: Class 31 contains 6503 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8481 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 3407 members 
Mstep: Class 36 contains 8310 members 
Mstep: Class 37 contains 3963 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1840 members 
Mstep: Class 40 contains 19228 members 
Mstep: Class 41 contains 425 members 
Mstep: Class 42 contains 3028 members 
Mstep: Class 43 contains 4390 members 
Mstep: Class 44 contains 2354 members 
Mstep: Class 45 contains 21920 members 
Mstep: Class 46 contains 13110 members 
Mstep: Class 47 contains 305 members 
Mstep: Class 48 contains 8295 members 
Mstep: Class 49 contains 26893 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 1027 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 3099 members 
Mstep: Class 54 contains 976 members 
Mstep: Class 55 contains 4711 members 
Mstep: Class 56 contains 17274 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 285 members 
Mstep: Class 60 contains 4779 members 
Mstep: Class 61 contains 1767 members 
Mstep: Class 62 contains 1054 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 7901 members 
Mstep: Class 65 contains 501 members 
Mstep: Class 66 contains 667 members 
Mstep: Class 67 contains 2672 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 708 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147542832.000000 Penalty: 253238.593750
Iteration 228Q: 74 clusters Score -1.475428e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22795 members 
Mstep: Class 2 contains 8050 members 
Mstep: Class 3 contains 1102 members 
Mstep: Class 4 contains 223951 members 
Mstep: Class 5 contains 4132 members 
Mstep: Class 6 contains 2379 members 
Mstep: Class 7 contains 9394 members 
Mstep: Class 8 contains 14059 members 
Mstep: Class 9 contains 7489 members 
Mstep: Class 10 contains 27218 members 
Mstep: Class 11 contains 11582 members 
Mstep: Class 12 contains 969 members 
Mstep: Class 13 contains 3334 members 
Mstep: Class 14 contains 36132 members 
Mstep: Class 15 contains 181569 members 
Mstep: Class 16 contains 23118 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 10042 members 
Mstep: Class 19 contains 164655 members 
Mstep: Class 20 contains 55295 members 
Mstep: Class 21 contains 2332 members 
Mstep: Class 22 contains 692 members 
Mstep: Class 23 contains 4372 members 
Mstep: Class 24 contains 3188 members 
Mstep: Class 25 contains 38796 members 
Mstep: Class 26 contains 60569 members 
Mstep: Class 27 contains 28735 members 
Mstep: Class 28 contains 474 members 
Mstep: Class 29 contains 45247 members 
Mstep: Class 30 contains 11088 members 
Mstep: Class 31 contains 6503 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8482 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 3407 members 
Mstep: Class 36 contains 8310 members 
Mstep: Class 37 contains 3962 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1840 members 
Mstep: Class 40 contains 19228 members 
Mstep: Class 41 contains 425 members 
Mstep: Class 42 contains 3026 members 
Mstep: Class 43 contains 4390 members 
Mstep: Class 44 contains 2354 members 
Mstep: Class 45 contains 21922 members 
Mstep: Class 46 contains 13110 members 
Mstep: Class 47 contains 305 members 
Mstep: Class 48 contains 8295 members 
Mstep: Class 49 contains 26893 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 1027 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 3099 members 
Mstep: Class 54 contains 976 members 
Mstep: Class 55 contains 4711 members 
Mstep: Class 56 contains 17274 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 285 members 
Mstep: Class 60 contains 4779 members 
Mstep: Class 61 contains 1767 members 
Mstep: Class 62 contains 1054 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 7912 members 
Mstep: Class 65 contains 501 members 
Mstep: Class 66 contains 667 members 
Mstep: Class 67 contains 2672 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 708 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147542736.000000 Penalty: 253238.593750
Iteration 229Q: 74 clusters Score -1.475427e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22791 members 
Mstep: Class 2 contains 8050 members 
Mstep: Class 3 contains 1102 members 
Mstep: Class 4 contains 223953 members 
Mstep: Class 5 contains 4132 members 
Mstep: Class 6 contains 2379 members 
Mstep: Class 7 contains 9392 members 
Mstep: Class 8 contains 14059 members 
Mstep: Class 9 contains 7489 members 
Mstep: Class 10 contains 27217 members 
Mstep: Class 11 contains 11582 members 
Mstep: Class 12 contains 969 members 
Mstep: Class 13 contains 3334 members 
Mstep: Class 14 contains 36132 members 
Mstep: Class 15 contains 181569 members 
Mstep: Class 16 contains 23118 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 10042 members 
Mstep: Class 19 contains 164657 members 
Mstep: Class 20 contains 55292 members 
Mstep: Class 21 contains 2332 members 
Mstep: Class 22 contains 692 members 
Mstep: Class 23 contains 4372 members 
Mstep: Class 24 contains 3188 members 
Mstep: Class 25 contains 38790 members 
Mstep: Class 26 contains 60569 members 
Mstep: Class 27 contains 28735 members 
Mstep: Class 28 contains 474 members 
Mstep: Class 29 contains 45247 members 
Mstep: Class 30 contains 11088 members 
Mstep: Class 31 contains 6503 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8483 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 3407 members 
Mstep: Class 36 contains 8310 members 
Mstep: Class 37 contains 3962 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1840 members 
Mstep: Class 40 contains 19228 members 
Mstep: Class 41 contains 425 members 
Mstep: Class 42 contains 3026 members 
Mstep: Class 43 contains 4390 members 
Mstep: Class 44 contains 2354 members 
Mstep: Class 45 contains 21922 members 
Mstep: Class 46 contains 13110 members 
Mstep: Class 47 contains 305 members 
Mstep: Class 48 contains 8295 members 
Mstep: Class 49 contains 26893 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 1027 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 3099 members 
Mstep: Class 54 contains 976 members 
Mstep: Class 55 contains 4711 members 
Mstep: Class 56 contains 17274 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 285 members 
Mstep: Class 60 contains 4780 members 
Mstep: Class 61 contains 1767 members 
Mstep: Class 62 contains 1054 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 7922 members 
Mstep: Class 65 contains 501 members 
Mstep: Class 66 contains 667 members 
Mstep: Class 67 contains 2672 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 708 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147542720.000000 Penalty: 253238.593750
Iteration 230Q: 74 clusters Score -1.475427e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22788 members 
Mstep: Class 2 contains 8050 members 
Mstep: Class 3 contains 1102 members 
Mstep: Class 4 contains 223955 members 
Mstep: Class 5 contains 4132 members 
Mstep: Class 6 contains 2379 members 
Mstep: Class 7 contains 9391 members 
Mstep: Class 8 contains 14059 members 
Mstep: Class 9 contains 7488 members 
Mstep: Class 10 contains 27218 members 
Mstep: Class 11 contains 11582 members 
Mstep: Class 12 contains 969 members 
Mstep: Class 13 contains 3334 members 
Mstep: Class 14 contains 36130 members 
Mstep: Class 15 contains 181569 members 
Mstep: Class 16 contains 23118 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 10041 members 
Mstep: Class 19 contains 164657 members 
Mstep: Class 20 contains 55293 members 
Mstep: Class 21 contains 2332 members 
Mstep: Class 22 contains 692 members 
Mstep: Class 23 contains 4372 members 
Mstep: Class 24 contains 3188 members 
Mstep: Class 25 contains 38786 members 
Mstep: Class 26 contains 60568 members 
Mstep: Class 27 contains 28735 members 
Mstep: Class 28 contains 474 members 
Mstep: Class 29 contains 45247 members 
Mstep: Class 30 contains 11088 members 
Mstep: Class 31 contains 6503 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8485 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 3407 members 
Mstep: Class 36 contains 8310 members 
Mstep: Class 37 contains 3962 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1840 members 
Mstep: Class 40 contains 19228 members 
Mstep: Class 41 contains 425 members 
Mstep: Class 42 contains 3025 members 
Mstep: Class 43 contains 4390 members 
Mstep: Class 44 contains 2354 members 
Mstep: Class 45 contains 21921 members 
Mstep: Class 46 contains 13110 members 
Mstep: Class 47 contains 305 members 
Mstep: Class 48 contains 8295 members 
Mstep: Class 49 contains 26893 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 1027 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 3099 members 
Mstep: Class 54 contains 976 members 
Mstep: Class 55 contains 4712 members 
Mstep: Class 56 contains 17274 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 285 members 
Mstep: Class 60 contains 4780 members 
Mstep: Class 61 contains 1767 members 
Mstep: Class 62 contains 1054 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 7930 members 
Mstep: Class 65 contains 501 members 
Mstep: Class 66 contains 667 members 
Mstep: Class 67 contains 2672 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 708 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147542672.000000 Penalty: 253238.593750
Iteration 231Q: 74 clusters Score -1.475427e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22786 members 
Mstep: Class 2 contains 8050 members 
Mstep: Class 3 contains 1102 members 
Mstep: Class 4 contains 223955 members 
Mstep: Class 5 contains 4132 members 
Mstep: Class 6 contains 2379 members 
Mstep: Class 7 contains 9391 members 
Mstep: Class 8 contains 14059 members 
Mstep: Class 9 contains 7488 members 
Mstep: Class 10 contains 27218 members 
Mstep: Class 11 contains 11582 members 
Mstep: Class 12 contains 969 members 
Mstep: Class 13 contains 3334 members 
Mstep: Class 14 contains 36129 members 
Mstep: Class 15 contains 181567 members 
Mstep: Class 16 contains 23118 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 10041 members 
Mstep: Class 19 contains 164657 members 
Mstep: Class 20 contains 55294 members 
Mstep: Class 21 contains 2332 members 
Mstep: Class 22 contains 692 members 
Mstep: Class 23 contains 4372 members 
Mstep: Class 24 contains 3188 members 
Mstep: Class 25 contains 38782 members 
Mstep: Class 26 contains 60570 members 
Mstep: Class 27 contains 28735 members 
Mstep: Class 28 contains 474 members 
Mstep: Class 29 contains 45247 members 
Mstep: Class 30 contains 11088 members 
Mstep: Class 31 contains 6503 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8484 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 3407 members 
Mstep: Class 36 contains 8310 members 
Mstep: Class 37 contains 3961 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1840 members 
Mstep: Class 40 contains 19228 members 
Mstep: Class 41 contains 425 members 
Mstep: Class 42 contains 3024 members 
Mstep: Class 43 contains 4390 members 
Mstep: Class 44 contains 2354 members 
Mstep: Class 45 contains 21922 members 
Mstep: Class 46 contains 13111 members 
Mstep: Class 47 contains 305 members 
Mstep: Class 48 contains 8295 members 
Mstep: Class 49 contains 26893 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 1027 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 3099 members 
Mstep: Class 54 contains 976 members 
Mstep: Class 55 contains 4713 members 
Mstep: Class 56 contains 17273 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 285 members 
Mstep: Class 60 contains 4780 members 
Mstep: Class 61 contains 1767 members 
Mstep: Class 62 contains 1054 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 7937 members 
Mstep: Class 65 contains 501 members 
Mstep: Class 66 contains 667 members 
Mstep: Class 67 contains 2672 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 708 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147542656.000000 Penalty: 253238.593750
Iteration 232Q: 74 clusters Score -1.475427e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22783 members 
Mstep: Class 2 contains 8050 members 
Mstep: Class 3 contains 1102 members 
Mstep: Class 4 contains 223955 members 
Mstep: Class 5 contains 4132 members 
Mstep: Class 6 contains 2379 members 
Mstep: Class 7 contains 9389 members 
Mstep: Class 8 contains 14059 members 
Mstep: Class 9 contains 7488 members 
Mstep: Class 10 contains 27218 members 
Mstep: Class 11 contains 11582 members 
Mstep: Class 12 contains 969 members 
Mstep: Class 13 contains 3334 members 
Mstep: Class 14 contains 36129 members 
Mstep: Class 15 contains 181568 members 
Mstep: Class 16 contains 23118 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 10041 members 
Mstep: Class 19 contains 164657 members 
Mstep: Class 20 contains 55294 members 
Mstep: Class 21 contains 2332 members 
Mstep: Class 22 contains 692 members 
Mstep: Class 23 contains 4372 members 
Mstep: Class 24 contains 3188 members 
Mstep: Class 25 contains 38782 members 
Mstep: Class 26 contains 60571 members 
Mstep: Class 27 contains 28736 members 
Mstep: Class 28 contains 474 members 
Mstep: Class 29 contains 45247 members 
Mstep: Class 30 contains 11088 members 
Mstep: Class 31 contains 6503 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8485 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 3407 members 
Mstep: Class 36 contains 8310 members 
Mstep: Class 37 contains 3960 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1840 members 
Mstep: Class 40 contains 19228 members 
Mstep: Class 41 contains 425 members 
Mstep: Class 42 contains 3022 members 
Mstep: Class 43 contains 4390 members 
Mstep: Class 44 contains 2354 members 
Mstep: Class 45 contains 21922 members 
Mstep: Class 46 contains 13111 members 
Mstep: Class 47 contains 305 members 
Mstep: Class 48 contains 8295 members 
Mstep: Class 49 contains 26892 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 1027 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 3099 members 
Mstep: Class 54 contains 976 members 
Mstep: Class 55 contains 4713 members 
Mstep: Class 56 contains 17272 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 285 members 
Mstep: Class 60 contains 4780 members 
Mstep: Class 61 contains 1767 members 
Mstep: Class 62 contains 1054 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 7943 members 
Mstep: Class 65 contains 501 members 
Mstep: Class 66 contains 667 members 
Mstep: Class 67 contains 2672 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 708 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147542688.000000 Penalty: 253238.593750
Iteration 233Q: 74 clusters Score -1.475427e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22781 members 
Mstep: Class 2 contains 8050 members 
Mstep: Class 3 contains 1102 members 
Mstep: Class 4 contains 223957 members 
Mstep: Class 5 contains 4132 members 
Mstep: Class 6 contains 2379 members 
Mstep: Class 7 contains 9389 members 
Mstep: Class 8 contains 14059 members 
Mstep: Class 9 contains 7488 members 
Mstep: Class 10 contains 27218 members 
Mstep: Class 11 contains 11582 members 
Mstep: Class 12 contains 969 members 
Mstep: Class 13 contains 3334 members 
Mstep: Class 14 contains 36129 members 
Mstep: Class 15 contains 181567 members 
Mstep: Class 16 contains 23118 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 10041 members 
Mstep: Class 19 contains 164657 members 
Mstep: Class 20 contains 55290 members 
Mstep: Class 21 contains 2332 members 
Mstep: Class 22 contains 692 members 
Mstep: Class 23 contains 4372 members 
Mstep: Class 24 contains 3188 members 
Mstep: Class 25 contains 38781 members 
Mstep: Class 26 contains 60571 members 
Mstep: Class 27 contains 28738 members 
Mstep: Class 28 contains 474 members 
Mstep: Class 29 contains 45247 members 
Mstep: Class 30 contains 11088 members 
Mstep: Class 31 contains 6503 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8485 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 3407 members 
Mstep: Class 36 contains 8310 members 
Mstep: Class 37 contains 3959 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1840 members 
Mstep: Class 40 contains 19228 members 
Mstep: Class 41 contains 425 members 
Mstep: Class 42 contains 3022 members 
Mstep: Class 43 contains 4390 members 
Mstep: Class 44 contains 2354 members 
Mstep: Class 45 contains 21921 members 
Mstep: Class 46 contains 13111 members 
Mstep: Class 47 contains 305 members 
Mstep: Class 48 contains 8295 members 
Mstep: Class 49 contains 26891 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 1027 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 3099 members 
Mstep: Class 54 contains 976 members 
Mstep: Class 55 contains 4713 members 
Mstep: Class 56 contains 17271 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 285 members 
Mstep: Class 60 contains 4780 members 
Mstep: Class 61 contains 1767 members 
Mstep: Class 62 contains 1054 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 7951 members 
Mstep: Class 65 contains 501 members 
Mstep: Class 66 contains 667 members 
Mstep: Class 67 contains 2672 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 708 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147542640.000000 Penalty: 253238.593750
Iteration 234Q: 74 clusters Score -1.475426e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22780 members 
Mstep: Class 2 contains 8050 members 
Mstep: Class 3 contains 1102 members 
Mstep: Class 4 contains 223959 members 
Mstep: Class 5 contains 4132 members 
Mstep: Class 6 contains 2379 members 
Mstep: Class 7 contains 9388 members 
Mstep: Class 8 contains 14059 members 
Mstep: Class 9 contains 7488 members 
Mstep: Class 10 contains 27218 members 
Mstep: Class 11 contains 11582 members 
Mstep: Class 12 contains 969 members 
Mstep: Class 13 contains 3334 members 
Mstep: Class 14 contains 36128 members 
Mstep: Class 15 contains 181569 members 
Mstep: Class 16 contains 23118 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 10041 members 
Mstep: Class 19 contains 164656 members 
Mstep: Class 20 contains 55291 members 
Mstep: Class 21 contains 2332 members 
Mstep: Class 22 contains 692 members 
Mstep: Class 23 contains 4372 members 
Mstep: Class 24 contains 3188 members 
Mstep: Class 25 contains 38778 members 
Mstep: Class 26 contains 60571 members 
Mstep: Class 27 contains 28740 members 
Mstep: Class 28 contains 474 members 
Mstep: Class 29 contains 45247 members 
Mstep: Class 30 contains 11088 members 
Mstep: Class 31 contains 6503 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8485 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 3407 members 
Mstep: Class 36 contains 8309 members 
Mstep: Class 37 contains 3959 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1840 members 
Mstep: Class 40 contains 19227 members 
Mstep: Class 41 contains 425 members 
Mstep: Class 42 contains 3022 members 
Mstep: Class 43 contains 4390 members 
Mstep: Class 44 contains 2354 members 
Mstep: Class 45 contains 21921 members 
Mstep: Class 46 contains 13111 members 
Mstep: Class 47 contains 305 members 
Mstep: Class 48 contains 8295 members 
Mstep: Class 49 contains 26891 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 1027 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 3099 members 
Mstep: Class 54 contains 976 members 
Mstep: Class 55 contains 4713 members 
Mstep: Class 56 contains 17268 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 285 members 
Mstep: Class 60 contains 4781 members 
Mstep: Class 61 contains 1767 members 
Mstep: Class 62 contains 1054 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 7955 members 
Mstep: Class 65 contains 501 members 
Mstep: Class 66 contains 667 members 
Mstep: Class 67 contains 2672 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 708 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147542640.000000 Penalty: 253238.593750
Iteration 235Q: 74 clusters Score -1.475426e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22778 members 
Mstep: Class 2 contains 8050 members 
Mstep: Class 3 contains 1102 members 
Mstep: Class 4 contains 223960 members 
Mstep: Class 5 contains 4132 members 
Mstep: Class 6 contains 2379 members 
Mstep: Class 7 contains 9388 members 
Mstep: Class 8 contains 14059 members 
Mstep: Class 9 contains 7488 members 
Mstep: Class 10 contains 27218 members 
Mstep: Class 11 contains 11582 members 
Mstep: Class 12 contains 969 members 
Mstep: Class 13 contains 3334 members 
Mstep: Class 14 contains 36129 members 
Mstep: Class 15 contains 181569 members 
Mstep: Class 16 contains 23118 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 10041 members 
Mstep: Class 19 contains 164656 members 
Mstep: Class 20 contains 55289 members 
Mstep: Class 21 contains 2332 members 
Mstep: Class 22 contains 692 members 
Mstep: Class 23 contains 4372 members 
Mstep: Class 24 contains 3188 members 
Mstep: Class 25 contains 38776 members 
Mstep: Class 26 contains 60569 members 
Mstep: Class 27 contains 28740 members 
Mstep: Class 28 contains 474 members 
Mstep: Class 29 contains 45247 members 
Mstep: Class 30 contains 11088 members 
Mstep: Class 31 contains 6503 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8485 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 3407 members 
Mstep: Class 36 contains 8309 members 
Mstep: Class 37 contains 3957 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1840 members 
Mstep: Class 40 contains 19227 members 
Mstep: Class 41 contains 425 members 
Mstep: Class 42 contains 3020 members 
Mstep: Class 43 contains 4390 members 
Mstep: Class 44 contains 2354 members 
Mstep: Class 45 contains 21922 members 
Mstep: Class 46 contains 13111 members 
Mstep: Class 47 contains 305 members 
Mstep: Class 48 contains 8295 members 
Mstep: Class 49 contains 26891 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 1027 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 3099 members 
Mstep: Class 54 contains 976 members 
Mstep: Class 55 contains 4713 members 
Mstep: Class 56 contains 17269 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 285 members 
Mstep: Class 60 contains 4780 members 
Mstep: Class 61 contains 1767 members 
Mstep: Class 62 contains 1054 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 7964 members 
Mstep: Class 65 contains 501 members 
Mstep: Class 66 contains 667 members 
Mstep: Class 67 contains 2672 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 708 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147542656.000000 Penalty: 253238.593750
Iteration 236Q: 74 clusters Score -1.475427e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22776 members 
Mstep: Class 2 contains 8050 members 
Mstep: Class 3 contains 1102 members 
Mstep: Class 4 contains 223960 members 
Mstep: Class 5 contains 4132 members 
Mstep: Class 6 contains 2379 members 
Mstep: Class 7 contains 9389 members 
Mstep: Class 8 contains 14059 members 
Mstep: Class 9 contains 7488 members 
Mstep: Class 10 contains 27218 members 
Mstep: Class 11 contains 11582 members 
Mstep: Class 12 contains 969 members 
Mstep: Class 13 contains 3334 members 
Mstep: Class 14 contains 36129 members 
Mstep: Class 15 contains 181569 members 
Mstep: Class 16 contains 23118 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 10039 members 
Mstep: Class 19 contains 164656 members 
Mstep: Class 20 contains 55289 members 
Mstep: Class 21 contains 2332 members 
Mstep: Class 22 contains 692 members 
Mstep: Class 23 contains 4372 members 
Mstep: Class 24 contains 3188 members 
Mstep: Class 25 contains 38773 members 
Mstep: Class 26 contains 60571 members 
Mstep: Class 27 contains 28740 members 
Mstep: Class 28 contains 474 members 
Mstep: Class 29 contains 45247 members 
Mstep: Class 30 contains 11088 members 
Mstep: Class 31 contains 6503 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8485 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 3407 members 
Mstep: Class 36 contains 8309 members 
Mstep: Class 37 contains 3954 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1840 members 
Mstep: Class 40 contains 19227 members 
Mstep: Class 41 contains 425 members 
Mstep: Class 42 contains 3017 members 
Mstep: Class 43 contains 4390 members 
Mstep: Class 44 contains 2354 members 
Mstep: Class 45 contains 21922 members 
Mstep: Class 46 contains 13111 members 
Mstep: Class 47 contains 305 members 
Mstep: Class 48 contains 8295 members 
Mstep: Class 49 contains 26891 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 1027 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 3099 members 
Mstep: Class 54 contains 976 members 
Mstep: Class 55 contains 4713 members 
Mstep: Class 56 contains 17269 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 285 members 
Mstep: Class 60 contains 4780 members 
Mstep: Class 61 contains 1767 members 
Mstep: Class 62 contains 1054 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 7974 members 
Mstep: Class 65 contains 501 members 
Mstep: Class 66 contains 667 members 
Mstep: Class 67 contains 2672 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 708 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147542704.000000 Penalty: 253238.593750
Iteration 237Q: 74 clusters Score -1.475427e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22771 members 
Mstep: Class 2 contains 8050 members 
Mstep: Class 3 contains 1102 members 
Mstep: Class 4 contains 223963 members 
Mstep: Class 5 contains 4132 members 
Mstep: Class 6 contains 2379 members 
Mstep: Class 7 contains 9390 members 
Mstep: Class 8 contains 14059 members 
Mstep: Class 9 contains 7488 members 
Mstep: Class 10 contains 27218 members 
Mstep: Class 11 contains 11582 members 
Mstep: Class 12 contains 969 members 
Mstep: Class 13 contains 3334 members 
Mstep: Class 14 contains 36129 members 
Mstep: Class 15 contains 181568 members 
Mstep: Class 16 contains 23118 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 10035 members 
Mstep: Class 19 contains 164656 members 
Mstep: Class 20 contains 55288 members 
Mstep: Class 21 contains 2332 members 
Mstep: Class 22 contains 692 members 
Mstep: Class 23 contains 4372 members 
Mstep: Class 24 contains 3188 members 
Mstep: Class 25 contains 38771 members 
Mstep: Class 26 contains 60574 members 
Mstep: Class 27 contains 28740 members 
Mstep: Class 28 contains 474 members 
Mstep: Class 29 contains 45247 members 
Mstep: Class 30 contains 11088 members 
Mstep: Class 31 contains 6503 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8485 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 3407 members 
Mstep: Class 36 contains 8309 members 
Mstep: Class 37 contains 3953 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1840 members 
Mstep: Class 40 contains 19227 members 
Mstep: Class 41 contains 425 members 
Mstep: Class 42 contains 3014 members 
Mstep: Class 43 contains 4390 members 
Mstep: Class 44 contains 2354 members 
Mstep: Class 45 contains 21923 members 
Mstep: Class 46 contains 13111 members 
Mstep: Class 47 contains 305 members 
Mstep: Class 48 contains 8295 members 
Mstep: Class 49 contains 26891 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 1027 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 3099 members 
Mstep: Class 54 contains 976 members 
Mstep: Class 55 contains 4713 members 
Mstep: Class 56 contains 17268 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 285 members 
Mstep: Class 60 contains 4780 members 
Mstep: Class 61 contains 1767 members 
Mstep: Class 62 contains 1054 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 7984 members 
Mstep: Class 65 contains 501 members 
Mstep: Class 66 contains 667 members 
Mstep: Class 67 contains 2672 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 708 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147542752.000000 Penalty: 253238.593750
Iteration 238Q: 74 clusters Score -1.475428e+08 nChanged 30
Entering ConstructFrom: 
Score: -147542752.000000 Penalty: 253238.593750
Entering ConstructFrom: 
Trying to split cluster 1 (22769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22769 members 
Entering Unmasked Estep 
Score: -2951797.750000 Penalty: 2488.222656
	Iteration 0F: 2 clusters Score -2951798 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11345 members 
Mstep: Class 2 contains 11424 members 
Entering Unmasked Estep 
Score: -2935918.500000 Penalty: 4976.445312
	Iteration 0F: 3 clusters Score -2935918 nChanged 10184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10953 members 
Mstep: Class 2 contains 11816 members 
Entering Unmasked Estep 
Score: -2941318.250000 Penalty: 4976.445312
	Iteration 1F: 3 clusters Score -2941318 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10661 members 
Mstep: Class 2 contains 12108 members 
Entering Unmasked Estep 
Score: -2941787.750000 Penalty: 4976.445312
	Iteration 2F: 3 clusters Score -2941788 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10236 members 
Mstep: Class 2 contains 12533 members 
Entering Unmasked Estep 
Score: -2942211.750000 Penalty: 4976.445312
	Iteration 3Q: 3 clusters Score -2942212 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9711 members 
Mstep: Class 2 contains 13058 members 
Entering Unmasked Estep 
Score: -2942619.500000 Penalty: 4976.445312
	Iteration 4Q: 3 clusters Score -2942620 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 13701 members 
Entering Unmasked Estep 
Score: -2943079.250000 Penalty: 4976.445312
	Iteration 5Q: 3 clusters Score -2943079 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 14488 members 
Entering Unmasked Estep 
Score: -2943596.000000 Penalty: 4976.445312
	Iteration 6Q: 3 clusters Score -2943596 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 15448 members 
Entering Unmasked Estep 
Score: -2944212.500000 Penalty: 4976.445312
	Iteration 7F: 3 clusters Score -2944212 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 16527 members 
Entering Unmasked Estep 
Score: -2944957.000000 Penalty: 4976.445312
	Iteration 8F: 3 clusters Score -2944957 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 17679 members 
Entering Unmasked Estep 
Score: -2945854.250000 Penalty: 4976.445312
	Iteration 9F: 3 clusters Score -2945854 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 18843 members 
Entering Unmasked Estep 
Score: -2946744.750000 Penalty: 4976.445312
	Iteration 10F: 3 clusters Score -2946745 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 19851 members 
Entering Unmasked Estep 
Score: -2947617.000000 Penalty: 4976.445312
	Iteration 11Q: 3 clusters Score -2947617 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 20603 members 
Entering Unmasked Estep 
Score: -2948368.500000 Penalty: 4976.445312
	Iteration 12Q: 3 clusters Score -2948368 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 21088 members 
Entering Unmasked Estep 
Score: -2948927.500000 Penalty: 4976.445312
	Iteration 13Q: 3 clusters Score -2948928 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 21336 members 
Entering Unmasked Estep 
Score: -2949190.500000 Penalty: 4976.445312
	Iteration 14Q: 3 clusters Score -2949190 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 21473 members 
Entering Unmasked Estep 
Score: -2949337.500000 Penalty: 4976.445312
	Iteration 15Q: 3 clusters Score -2949338 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 21555 members 
Entering Unmasked Estep 
Score: -2949425.250000 Penalty: 4976.445312
	Iteration 16Q: 3 clusters Score -2949425 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 21619 members 
Entering Unmasked Estep 
Score: -2949489.750000 Penalty: 4976.445312
	Iteration 17Q: 3 clusters Score -2949490 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 21676 members 
Entering Unmasked Estep 
Score: -2949525.750000 Penalty: 4976.445312
	Iteration 18Q: 3 clusters Score -2949526 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 21711 members 
Entering Unmasked Estep 
Score: -2949535.500000 Penalty: 4976.445312
	Iteration 19Q: 3 clusters Score -2949536 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 21733 members 
Entering Unmasked Estep 
Score: -2949550.250000 Penalty: 4976.445312
	Iteration 20F: 3 clusters Score -2949550 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 21752 members 
Entering Unmasked Estep 
Score: -2949562.000000 Penalty: 4976.445312
	Iteration 21Q: 3 clusters Score -2949562 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 21769 members 
Entering Unmasked Estep 
Score: -2949568.000000 Penalty: 4976.445312
	Iteration 22Q: 3 clusters Score -2949568 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 21780 members 
Entering Unmasked Estep 
Score: -2949568.500000 Penalty: 4976.445312
	Iteration 23Q: 3 clusters Score -2949568 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 21794 members 
Entering Unmasked Estep 
Score: -2949579.250000 Penalty: 4976.445312
	Iteration 24Q: 3 clusters Score -2949579 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 21808 members 
Entering Unmasked Estep 
Score: -2949587.750000 Penalty: 4976.445312
	Iteration 25Q: 3 clusters Score -2949588 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 21818 members 
Entering Unmasked Estep 
Score: -2949596.000000 Penalty: 4976.445312
	Iteration 26Q: 3 clusters Score -2949596 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 21828 members 
Entering Unmasked Estep 
Score: -2949595.000000 Penalty: 4976.445312
	Iteration 27Q: 3 clusters Score -2949595 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 21836 members 
Entering Unmasked Estep 
Score: -2949603.500000 Penalty: 4976.445312
	Iteration 28Q: 3 clusters Score -2949604 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 21841 members 
Entering Unmasked Estep 
Score: -2949602.000000 Penalty: 4976.445312
	Iteration 29Q: 3 clusters Score -2949602 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 21846 members 
Entering Unmasked Estep 
Score: -2949604.250000 Penalty: 4976.445312
	Iteration 30Q: 3 clusters Score -2949604 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 21857 members 
Entering Unmasked Estep 
Score: -2949610.000000 Penalty: 4976.445312
	Iteration 31Q: 3 clusters Score -2949610 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 21863 members 
Entering Unmasked Estep 
Score: -2949614.250000 Penalty: 4976.445312
	Iteration 32Q: 3 clusters Score -2949614 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 21873 members 
Entering Unmasked Estep 
Score: -2949615.000000 Penalty: 4976.445312
	Iteration 33Q: 3 clusters Score -2949615 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 21882 members 
Entering Unmasked Estep 
Score: -2949617.750000 Penalty: 4976.445312
	Iteration 34Q: 3 clusters Score -2949618 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 21890 members 
Entering Unmasked Estep 
Score: -2949626.250000 Penalty: 4976.445312
	Iteration 35Q: 3 clusters Score -2949626 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 21898 members 
Entering Unmasked Estep 
Score: -2949635.500000 Penalty: 4976.445312
	Iteration 36Q: 3 clusters Score -2949636 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 21908 members 
Entering Unmasked Estep 
Score: -2949644.000000 Penalty: 4976.445312
	Iteration 37Q: 3 clusters Score -2949644 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 21916 members 
Entering Unmasked Estep 
Score: -2949645.750000 Penalty: 4976.445312
	Iteration 38Q: 3 clusters Score -2949646 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 21925 members 
Entering Unmasked Estep 
Score: -2949652.750000 Penalty: 4976.445312
	Iteration 39Q: 3 clusters Score -2949653 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 21933 members 
Entering Unmasked Estep 
Score: -2949659.250000 Penalty: 4976.445312
	Iteration 40F: 3 clusters Score -2949659 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 21935 members 
Entering Unmasked Estep 
Score: -2949662.250000 Penalty: 4976.445312
	Iteration 41Q: 3 clusters Score -2949662 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 21941 members 
Entering Unmasked Estep 
Score: -2949666.750000 Penalty: 4976.445312
	Iteration 42Q: 3 clusters Score -2949667 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 21944 members 
Entering Unmasked Estep 
Score: -2949665.500000 Penalty: 4976.445312
	Iteration 43Q: 3 clusters Score -2949666 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 21947 members 
Entering Unmasked Estep 
Score: -2949664.750000 Penalty: 4976.445312
	Iteration 44Q: 3 clusters Score -2949665 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 21947 members 
Entering Unmasked Estep 
Score: -2949664.750000 Penalty: 4976.445312
	Iteration 45F: 3 clusters Score -2949665 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (8050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Entering Unmasked Estep 
Score: -996250.250000 Penalty: 2230.369873
	Iteration 0F: 2 clusters Score -996250.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -989806.687500 Penalty: 4460.739746
	Iteration 0F: 3 clusters Score -989806.7 nChanged 3289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -991650.375000 Penalty: 4460.739746
	Iteration 1F: 3 clusters Score -991650.4 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -992090.625000 Penalty: 4460.739746
	Iteration 2F: 3 clusters Score -992090.6 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -992723.437500 Penalty: 4460.739746
	Iteration 3F: 3 clusters Score -992723.4 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -993655.250000 Penalty: 4460.739746
	Iteration 4F: 3 clusters Score -993655.2 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -994837.187500 Penalty: 4460.739746
	Iteration 5F: 3 clusters Score -994837.2 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -995783.812500 Penalty: 4460.739746
	Iteration 6F: 3 clusters Score -995783.8 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -996279.875000 Penalty: 4460.739746
	Iteration 7F: 3 clusters Score -996279.9 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -996495.375000 Penalty: 4460.739746
	Iteration 8Q: 3 clusters Score -996495.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -996592.187500 Penalty: 4460.739746
	Iteration 9Q: 3 clusters Score -996592.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -996660.062500 Penalty: 4460.739746
	Iteration 10Q: 3 clusters Score -996660.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -996709.562500 Penalty: 4460.739746
	Iteration 11Q: 3 clusters Score -996709.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -996748.500000 Penalty: 4460.739746
	Iteration 12Q: 3 clusters Score -996748.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -996793.437500 Penalty: 4460.739746
	Iteration 13Q: 3 clusters Score -996793.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -996843.625000 Penalty: 4460.739746
	Iteration 14Q: 3 clusters Score -996843.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -996906.625000 Penalty: 4460.739746
	Iteration 15Q: 3 clusters Score -996906.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -996983.812500 Penalty: 4460.739746
	Iteration 16Q: 3 clusters Score -996983.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -997118.250000 Penalty: 4460.739746
	Iteration 17Q: 3 clusters Score -997118.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -997298.000000 Penalty: 4460.739746
	Iteration 18Q: 3 clusters Score -997298 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -997445.062500 Penalty: 4460.739746
	Iteration 19Q: 3 clusters Score -997445.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -997505.562500 Penalty: 4460.739746
	Iteration 20F: 3 clusters Score -997505.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -997528.562500 Penalty: 4460.739746
	Iteration 21Q: 3 clusters Score -997528.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -997537.312500 Penalty: 4460.739746
	Iteration 22Q: 3 clusters Score -997537.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -997540.000000 Penalty: 4460.739746
	Iteration 23Q: 3 clusters Score -997540 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -997540.375000 Penalty: 4460.739746
	Iteration 24Q: 3 clusters Score -997540.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -997540.812500 Penalty: 4460.739746
	Iteration 25Q: 3 clusters Score -997540.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -997543.937500 Penalty: 4460.739746
	Iteration 26Q: 3 clusters Score -997543.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -997543.062500 Penalty: 4460.739746
	Iteration 27Q: 3 clusters Score -997543.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -997544.000000 Penalty: 4460.739746
	Iteration 28Q: 3 clusters Score -997544 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -997543.500000 Penalty: 4460.739746
	Iteration 29Q: 3 clusters Score -997543.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -997543.500000 Penalty: 4460.739746
	Iteration 30F: 3 clusters Score -997543.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22769 members 
Mstep: Class 2 contains 3563 members 
Mstep: Class 3 contains 1102 members 
Mstep: Class 4 contains 223963 members 
Mstep: Class 5 contains 4132 members 
Mstep: Class 6 contains 2379 members 
Mstep: Class 7 contains 9391 members 
Mstep: Class 8 contains 14059 members 
Mstep: Class 9 contains 7488 members 
Mstep: Class 10 contains 27218 members 
Mstep: Class 11 contains 11582 members 
Mstep: Class 12 contains 969 members 
Mstep: Class 13 contains 3334 members 
Mstep: Class 14 contains 36129 members 
Mstep: Class 15 contains 181565 members 
Mstep: Class 16 contains 23118 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 10030 members 
Mstep: Class 19 contains 164656 members 
Mstep: Class 20 contains 55288 members 
Mstep: Class 21 contains 2332 members 
Mstep: Class 22 contains 692 members 
Mstep: Class 23 contains 4372 members 
Mstep: Class 24 contains 3188 members 
Mstep: Class 25 contains 38763 members 
Mstep: Class 26 contains 60578 members 
Mstep: Class 27 contains 28740 members 
Mstep: Class 28 contains 474 members 
Mstep: Class 29 contains 45247 members 
Mstep: Class 30 contains 11088 members 
Mstep: Class 31 contains 6503 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8484 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 3407 members 
Mstep: Class 36 contains 8309 members 
Mstep: Class 37 contains 3953 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1840 members 
Mstep: Class 40 contains 19227 members 
Mstep: Class 41 contains 425 members 
Mstep: Class 42 contains 3013 members 
Mstep: Class 43 contains 4390 members 
Mstep: Class 44 contains 2354 members 
Mstep: Class 45 contains 21928 members 
Mstep: Class 46 contains 13111 members 
Mstep: Class 47 contains 305 members 
Mstep: Class 48 contains 8295 members 
Mstep: Class 49 contains 26891 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 1027 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 3099 members 
Mstep: Class 54 contains 976 members 
Mstep: Class 55 contains 4713 members 
Mstep: Class 56 contains 17268 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 285 members 
Mstep: Class 60 contains 4780 members 
Mstep: Class 61 contains 1767 members 
Mstep: Class 62 contains 1054 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 7994 members 
Mstep: Class 65 contains 501 members 
Mstep: Class 66 contains 667 members 
Mstep: Class 67 contains 2672 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 708 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 4487 members 
Entering Unmasked Estep 
Score: -147543008.000000 Penalty: 256707.609375
Splitting cluster 2 changes total score from -147542752.000000 to -147543008.000000
So it's getting split into cluster 74.
Entering ConstructFrom: 
Trying to split cluster 3 (1102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Entering Unmasked Estep 
Score: -157641.500000 Penalty: 1737.210693
	Iteration 0F: 2 clusters Score -157641.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -155751.109375 Penalty: 3474.421387
	Iteration 0F: 3 clusters Score -155751.1 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -156564.984375 Penalty: 3474.421387
	Iteration 1F: 3 clusters Score -156565 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -156975.015625 Penalty: 3474.421387
	Iteration 2F: 3 clusters Score -156975 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -157530.578125 Penalty: 3474.421387
	Iteration 3F: 3 clusters Score -157530.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -158122.718750 Penalty: 3474.421387
	Iteration 4F: 3 clusters Score -158122.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -158273.078125 Penalty: 3474.421387
	Iteration 5Q: 3 clusters Score -158273.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -158324.546875 Penalty: 3474.421387
	Iteration 6Q: 3 clusters Score -158324.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -158365.750000 Penalty: 3474.421387
	Iteration 7Q: 3 clusters Score -158365.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -158377.250000 Penalty: 3474.421387
	Iteration 8Q: 3 clusters Score -158377.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -158377.250000 Penalty: 3474.421387
	Iteration 9F: 3 clusters Score -158377.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22769 members 
Mstep: Class 2 contains 3563 members 
Mstep: Class 3 contains 588 members 
Mstep: Class 4 contains 223963 members 
Mstep: Class 5 contains 4132 members 
Mstep: Class 6 contains 2379 members 
Mstep: Class 7 contains 9391 members 
Mstep: Class 8 contains 14059 members 
Mstep: Class 9 contains 7488 members 
Mstep: Class 10 contains 27218 members 
Mstep: Class 11 contains 11582 members 
Mstep: Class 12 contains 969 members 
Mstep: Class 13 contains 3334 members 
Mstep: Class 14 contains 36129 members 
Mstep: Class 15 contains 181565 members 
Mstep: Class 16 contains 23118 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 10030 members 
Mstep: Class 19 contains 164656 members 
Mstep: Class 20 contains 55288 members 
Mstep: Class 21 contains 2332 members 
Mstep: Class 22 contains 692 members 
Mstep: Class 23 contains 4372 members 
Mstep: Class 24 contains 3188 members 
Mstep: Class 25 contains 38763 members 
Mstep: Class 26 contains 60578 members 
Mstep: Class 27 contains 28740 members 
Mstep: Class 28 contains 474 members 
Mstep: Class 29 contains 45247 members 
Mstep: Class 30 contains 11088 members 
Mstep: Class 31 contains 6503 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8484 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 3407 members 
Mstep: Class 36 contains 8309 members 
Mstep: Class 37 contains 3953 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1840 members 
Mstep: Class 40 contains 19227 members 
Mstep: Class 41 contains 425 members 
Mstep: Class 42 contains 3013 members 
Mstep: Class 43 contains 4390 members 
Mstep: Class 44 contains 2354 members 
Mstep: Class 45 contains 21928 members 
Mstep: Class 46 contains 13111 members 
Mstep: Class 47 contains 305 members 
Mstep: Class 48 contains 8295 members 
Mstep: Class 49 contains 26891 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 1027 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 3099 members 
Mstep: Class 54 contains 976 members 
Mstep: Class 55 contains 4713 members 
Mstep: Class 56 contains 17268 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 285 members 
Mstep: Class 60 contains 4780 members 
Mstep: Class 61 contains 1767 members 
Mstep: Class 62 contains 1054 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 7994 members 
Mstep: Class 65 contains 501 members 
Mstep: Class 66 contains 667 members 
Mstep: Class 67 contains 2672 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 708 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 4487 members 
Mstep: Class 75 contains 514 members 
Entering Unmasked Estep 
Score: -147541968.000000 Penalty: 260176.640625
Splitting cluster 3 changes total score from -147542752.000000 to -147541968.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (223963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223963 members 
Entering Unmasked Estep 
Score: -28907144.000000 Penalty: 3055.170410
	Iteration 0F: 2 clusters Score -2.890714e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111988 members 
Mstep: Class 2 contains 111975 members 
Entering Unmasked Estep 
Score: -28774452.000000 Penalty: 6110.340820
	Iteration 0F: 3 clusters Score -2.877445e+07 nChanged 107702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110442 members 
Mstep: Class 2 contains 113521 members 
Entering Unmasked Estep 
Score: -28837614.000000 Penalty: 6110.340820
	Iteration 1F: 3 clusters Score -2.883761e+07 nChanged 5995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109383 members 
Mstep: Class 2 contains 114580 members 
Entering Unmasked Estep 
Score: -28838842.000000 Penalty: 6110.340820
	Iteration 2Q: 3 clusters Score -2.883884e+07 nChanged 6770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107803 members 
Mstep: Class 2 contains 116160 members 
Entering Unmasked Estep 
Score: -28840558.000000 Penalty: 6110.340820
	Iteration 3Q: 3 clusters Score -2.884056e+07 nChanged 7865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105408 members 
Mstep: Class 2 contains 118555 members 
Entering Unmasked Estep 
Score: -28842774.000000 Penalty: 6110.340820
	Iteration 4Q: 3 clusters Score -2.884277e+07 nChanged 9535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101937 members 
Mstep: Class 2 contains 122026 members 
Entering Unmasked Estep 
Score: -28845958.000000 Penalty: 6110.340820
	Iteration 5Q: 3 clusters Score -2.884596e+07 nChanged 11263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97364 members 
Mstep: Class 2 contains 126599 members 
Entering Unmasked Estep 
Score: -28850664.000000 Penalty: 6110.340820
	Iteration 6F: 3 clusters Score -2.885066e+07 nChanged 12215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91793 members 
Mstep: Class 2 contains 132170 members 
Entering Unmasked Estep 
Score: -28855748.000000 Penalty: 6110.340820
	Iteration 7F: 3 clusters Score -2.885575e+07 nChanged 12359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85728 members 
Mstep: Class 2 contains 138235 members 
Entering Unmasked Estep 
Score: -28860690.000000 Penalty: 6110.340820
	Iteration 8F: 3 clusters Score -2.886069e+07 nChanged 11385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79349 members 
Mstep: Class 2 contains 144614 members 
Entering Unmasked Estep 
Score: -28864920.000000 Penalty: 6110.340820
	Iteration 9F: 3 clusters Score -2.886492e+07 nChanged 9974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72867 members 
Mstep: Class 2 contains 151096 members 
Entering Unmasked Estep 
Score: -28868918.000000 Penalty: 6110.340820
	Iteration 10Q: 3 clusters Score -2.886892e+07 nChanged 8710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66075 members 
Mstep: Class 2 contains 157888 members 
Entering Unmasked Estep 
Score: -28872338.000000 Penalty: 6110.340820
	Iteration 11Q: 3 clusters Score -2.887234e+07 nChanged 8297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58644 members 
Mstep: Class 2 contains 165319 members 
Entering Unmasked Estep 
Score: -28876550.000000 Penalty: 6110.340820
	Iteration 12Q: 3 clusters Score -2.887655e+07 nChanged 8558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50508 members 
Mstep: Class 2 contains 173455 members 
Entering Unmasked Estep 
Score: -28881866.000000 Penalty: 6110.340820
	Iteration 13Q: 3 clusters Score -2.888187e+07 nChanged 9071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41561 members 
Mstep: Class 2 contains 182402 members 
Entering Unmasked Estep 
Score: -28888676.000000 Penalty: 6110.340820
	Iteration 14Q: 3 clusters Score -2.888868e+07 nChanged 10289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31274 members 
Mstep: Class 2 contains 192689 members 
Entering Unmasked Estep 
Score: -28894994.000000 Penalty: 6110.340820
	Iteration 15Q: 3 clusters Score -2.889499e+07 nChanged 10454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20822 members 
Mstep: Class 2 contains 203141 members 
Entering Unmasked Estep 
Score: -28899640.000000 Penalty: 6110.340820
	Iteration 16Q: 3 clusters Score -2.889964e+07 nChanged 8913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11911 members 
Mstep: Class 2 contains 212052 members 
Entering Unmasked Estep 
Score: -28902064.000000 Penalty: 6110.340820
	Iteration 17Q: 3 clusters Score -2.890206e+07 nChanged 5850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 217902 members 
Entering Unmasked Estep 
Score: -28903310.000000 Penalty: 6110.340820
	Iteration 18Q: 3 clusters Score -2.890331e+07 nChanged 2978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 220880 members 
Entering Unmasked Estep 
Score: -28903874.000000 Penalty: 6110.340820
	Iteration 19Q: 3 clusters Score -2.890387e+07 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 222285 members 
Entering Unmasked Estep 
Score: -28904272.000000 Penalty: 6110.340820
	Iteration 20F: 3 clusters Score -2.890427e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 222909 members 
Entering Unmasked Estep 
Score: -28904412.000000 Penalty: 6110.340820
	Iteration 21Q: 3 clusters Score -2.890441e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 223162 members 
Entering Unmasked Estep 
Score: -28904500.000000 Penalty: 6110.340820
	Iteration 22Q: 3 clusters Score -2.89045e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 223271 members 
Entering Unmasked Estep 
Score: -28904652.000000 Penalty: 6110.340820
	Iteration 23Q: 3 clusters Score -2.890465e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 223332 members 
Entering Unmasked Estep 
Score: -28904704.000000 Penalty: 6110.340820
	Iteration 24Q: 3 clusters Score -2.89047e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 223363 members 
Entering Unmasked Estep 
Score: -28904760.000000 Penalty: 6110.340820
	Iteration 25Q: 3 clusters Score -2.890476e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 223398 members 
Entering Unmasked Estep 
Score: -28904812.000000 Penalty: 6110.340820
	Iteration 26Q: 3 clusters Score -2.890481e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 223405 members 
Entering Unmasked Estep 
Score: -28904848.000000 Penalty: 6110.340820
	Iteration 27Q: 3 clusters Score -2.890485e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 223416 members 
Entering Unmasked Estep 
Score: -28904848.000000 Penalty: 6110.340820
	Iteration 28Q: 3 clusters Score -2.890485e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 223426 members 
Entering Unmasked Estep 
Score: -28904860.000000 Penalty: 6110.340820
	Iteration 29Q: 3 clusters Score -2.890486e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 223432 members 
Entering Unmasked Estep 
Score: -28904858.000000 Penalty: 6110.340820
	Iteration 30Q: 3 clusters Score -2.890486e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 223437 members 
Entering Unmasked Estep 
Score: -28904890.000000 Penalty: 6110.340820
	Iteration 31Q: 3 clusters Score -2.890489e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 223441 members 
Entering Unmasked Estep 
Score: -28904882.000000 Penalty: 6110.340820
	Iteration 32Q: 3 clusters Score -2.890488e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 223442 members 
Entering Unmasked Estep 
Score: -28904872.000000 Penalty: 6110.340820
	Iteration 33Q: 3 clusters Score -2.890487e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 223443 members 
Entering Unmasked Estep 
Score: -28904900.000000 Penalty: 6110.340820
	Iteration 34Q: 3 clusters Score -2.89049e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 223445 members 
Entering Unmasked Estep 
Score: -28904906.000000 Penalty: 6110.340820
	Iteration 35Q: 3 clusters Score -2.890491e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 223445 members 
Entering Unmasked Estep 
Score: -28904900.000000 Penalty: 6110.340820
	Iteration 36Q: 3 clusters Score -2.89049e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 223444 members 
Entering Unmasked Estep 
Score: -28904906.000000 Penalty: 6110.340820
	Iteration 37Q: 3 clusters Score -2.890491e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 223444 members 
Entering Unmasked Estep 
Score: -28904906.000000 Penalty: 6110.340820
	Iteration 38F: 3 clusters Score -2.890491e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Entering Unmasked Estep 
Score: -742523.312500 Penalty: 2064.976318
	Iteration 0F: 2 clusters Score -742523.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -738612.375000 Penalty: 4129.952637
	Iteration 0F: 3 clusters Score -738612.4 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -739499.375000 Penalty: 4129.952637
	Iteration 1F: 3 clusters Score -739499.4 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -739740.750000 Penalty: 4129.952637
	Iteration 2F: 3 clusters Score -739740.8 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -740011.437500 Penalty: 4129.952637
	Iteration 3F: 3 clusters Score -740011.4 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -740349.625000 Penalty: 4129.952637
	Iteration 4F: 3 clusters Score -740349.6 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -740641.062500 Penalty: 4129.952637
	Iteration 5F: 3 clusters Score -740641.1 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -740941.437500 Penalty: 4129.952637
	Iteration 6F: 3 clusters Score -740941.4 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -741200.062500 Penalty: 4129.952637
	Iteration 7F: 3 clusters Score -741200.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -741375.062500 Penalty: 4129.952637
	Iteration 8Q: 3 clusters Score -741375.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -741496.187500 Penalty: 4129.952637
	Iteration 9Q: 3 clusters Score -741496.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -741595.937500 Penalty: 4129.952637
	Iteration 10Q: 3 clusters Score -741595.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -741665.125000 Penalty: 4129.952637
	Iteration 11Q: 3 clusters Score -741665.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -741705.500000 Penalty: 4129.952637
	Iteration 12Q: 3 clusters Score -741705.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -741730.375000 Penalty: 4129.952637
	Iteration 13Q: 3 clusters Score -741730.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -741756.125000 Penalty: 4129.952637
	Iteration 14Q: 3 clusters Score -741756.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -741773.687500 Penalty: 4129.952637
	Iteration 15Q: 3 clusters Score -741773.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -741795.750000 Penalty: 4129.952637
	Iteration 16Q: 3 clusters Score -741795.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -741807.937500 Penalty: 4129.952637
	Iteration 17Q: 3 clusters Score -741807.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -741813.875000 Penalty: 4129.952637
	Iteration 18Q: 3 clusters Score -741813.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -741822.187500 Penalty: 4129.952637
	Iteration 19Q: 3 clusters Score -741822.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -741826.062500 Penalty: 4129.952637
	Iteration 20F: 3 clusters Score -741826.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -741829.250000 Penalty: 4129.952637
	Iteration 21Q: 3 clusters Score -741829.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -741831.750000 Penalty: 4129.952637
	Iteration 22Q: 3 clusters Score -741831.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -741832.500000 Penalty: 4129.952637
	Iteration 23Q: 3 clusters Score -741832.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -741834.562500 Penalty: 4129.952637
	Iteration 24Q: 3 clusters Score -741834.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -741835.000000 Penalty: 4129.952637
	Iteration 25Q: 3 clusters Score -741835 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -741835.000000 Penalty: 4129.952637
	Iteration 26F: 3 clusters Score -741835 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Entering Unmasked Estep 
Score: -286232.812500 Penalty: 1928.060059
	Iteration 0F: 2 clusters Score -286232.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -283323.343750 Penalty: 3856.120117
	Iteration 0F: 3 clusters Score -283323.3 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -283854.843750 Penalty: 3856.120117
	Iteration 1F: 3 clusters Score -283854.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -284024.968750 Penalty: 3856.120117
	Iteration 2F: 3 clusters Score -284025 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -284156.843750 Penalty: 3856.120117
	Iteration 3F: 3 clusters Score -284156.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -284265.687500 Penalty: 3856.120117
	Iteration 4Q: 3 clusters Score -284265.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -284345.562500 Penalty: 3856.120117
	Iteration 5Q: 3 clusters Score -284345.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -284422.562500 Penalty: 3856.120117
	Iteration 6Q: 3 clusters Score -284422.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -284517.343750 Penalty: 3856.120117
	Iteration 7Q: 3 clusters Score -284517.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -284600.125000 Penalty: 3856.120117
	Iteration 8Q: 3 clusters Score -284600.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -284659.250000 Penalty: 3856.120117
	Iteration 9Q: 3 clusters Score -284659.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -284699.250000 Penalty: 3856.120117
	Iteration 10Q: 3 clusters Score -284699.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -284722.406250 Penalty: 3856.120117
	Iteration 11Q: 3 clusters Score -284722.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -284735.812500 Penalty: 3856.120117
	Iteration 12Q: 3 clusters Score -284735.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -284745.468750 Penalty: 3856.120117
	Iteration 13Q: 3 clusters Score -284745.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -284752.562500 Penalty: 3856.120117
	Iteration 14Q: 3 clusters Score -284752.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -284758.375000 Penalty: 3856.120117
	Iteration 15Q: 3 clusters Score -284758.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -284764.656250 Penalty: 3856.120117
	Iteration 16Q: 3 clusters Score -284764.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -284767.875000 Penalty: 3856.120117
	Iteration 17Q: 3 clusters Score -284767.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -284771.656250 Penalty: 3856.120117
	Iteration 18Q: 3 clusters Score -284771.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -284773.031250 Penalty: 3856.120117
	Iteration 19Q: 3 clusters Score -284773 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -284774.781250 Penalty: 3856.120117
	Iteration 20F: 3 clusters Score -284774.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -284777.406250 Penalty: 3856.120117
	Iteration 21Q: 3 clusters Score -284777.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -284780.218750 Penalty: 3856.120117
	Iteration 22Q: 3 clusters Score -284780.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -284787.218750 Penalty: 3856.120117
	Iteration 23Q: 3 clusters Score -284787.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -284798.968750 Penalty: 3856.120117
	Iteration 24Q: 3 clusters Score -284799 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -284805.812500 Penalty: 3856.120117
	Iteration 25Q: 3 clusters Score -284805.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -284811.312500 Penalty: 3856.120117
	Iteration 26Q: 3 clusters Score -284811.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -284815.312500 Penalty: 3856.120117
	Iteration 27Q: 3 clusters Score -284815.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -284822.062500 Penalty: 3856.120117
	Iteration 28Q: 3 clusters Score -284822.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -284829.968750 Penalty: 3856.120117
	Iteration 29Q: 3 clusters Score -284830 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -284843.531250 Penalty: 3856.120117
	Iteration 30Q: 3 clusters Score -284843.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -284860.437500 Penalty: 3856.120117
	Iteration 31Q: 3 clusters Score -284860.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -284871.656250 Penalty: 3856.120117
	Iteration 32Q: 3 clusters Score -284871.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -284880.375000 Penalty: 3856.120117
	Iteration 33Q: 3 clusters Score -284880.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -284889.593750 Penalty: 3856.120117
	Iteration 34Q: 3 clusters Score -284889.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -284896.750000 Penalty: 3856.120117
	Iteration 35Q: 3 clusters Score -284896.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -284901.875000 Penalty: 3856.120117
	Iteration 36Q: 3 clusters Score -284901.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -284910.812500 Penalty: 3856.120117
	Iteration 37Q: 3 clusters Score -284910.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -284919.093750 Penalty: 3856.120117
	Iteration 38Q: 3 clusters Score -284919.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -284926.281250 Penalty: 3856.120117
	Iteration 39Q: 3 clusters Score -284926.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -284931.812500 Penalty: 3856.120117
	Iteration 40F: 3 clusters Score -284931.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -284936.468750 Penalty: 3856.120117
	Iteration 41Q: 3 clusters Score -284936.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -284946.625000 Penalty: 3856.120117
	Iteration 42Q: 3 clusters Score -284946.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -284956.812500 Penalty: 3856.120117
	Iteration 43Q: 3 clusters Score -284956.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -284966.187500 Penalty: 3856.120117
	Iteration 44Q: 3 clusters Score -284966.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -284973.968750 Penalty: 3856.120117
	Iteration 45Q: 3 clusters Score -284974 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -284981.750000 Penalty: 3856.120117
	Iteration 46Q: 3 clusters Score -284981.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -284986.343750 Penalty: 3856.120117
	Iteration 47Q: 3 clusters Score -284986.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -284989.812500 Penalty: 3856.120117
	Iteration 48Q: 3 clusters Score -284989.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -284993.781250 Penalty: 3856.120117
	Iteration 49Q: 3 clusters Score -284993.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -285001.937500 Penalty: 3856.120117
	Iteration 50Q: 3 clusters Score -285001.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -285007.593750 Penalty: 3856.120117
	Iteration 51Q: 3 clusters Score -285007.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -285012.000000 Penalty: 3856.120117
	Iteration 52Q: 3 clusters Score -285012 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -285017.093750 Penalty: 3856.120117
	Iteration 53Q: 3 clusters Score -285017.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -285021.562500 Penalty: 3856.120117
	Iteration 54Q: 3 clusters Score -285021.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -285026.218750 Penalty: 3856.120117
	Iteration 55Q: 3 clusters Score -285026.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -285027.875000 Penalty: 3856.120117
	Iteration 56Q: 3 clusters Score -285027.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -285030.250000 Penalty: 3856.120117
	Iteration 57Q: 3 clusters Score -285030.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -285032.625000 Penalty: 3856.120117
	Iteration 58Q: 3 clusters Score -285032.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -285033.906250 Penalty: 3856.120117
	Iteration 59Q: 3 clusters Score -285033.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -285035.625000 Penalty: 3856.120117
	Iteration 60F: 3 clusters Score -285035.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -285040.062500 Penalty: 3856.120117
	Iteration 61Q: 3 clusters Score -285040.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -285043.031250 Penalty: 3856.120117
	Iteration 62Q: 3 clusters Score -285043 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -285044.250000 Penalty: 3856.120117
	Iteration 63Q: 3 clusters Score -285044.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -285045.375000 Penalty: 3856.120117
	Iteration 64Q: 3 clusters Score -285045.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -285046.875000 Penalty: 3856.120117
	Iteration 65Q: 3 clusters Score -285046.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -285048.343750 Penalty: 3856.120117
	Iteration 66Q: 3 clusters Score -285048.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -285049.750000 Penalty: 3856.120117
	Iteration 67Q: 3 clusters Score -285049.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -285049.750000 Penalty: 3856.120117
	Iteration 68F: 3 clusters Score -285049.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (9391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9391 members 
Entering Unmasked Estep 
Score: -1074971.250000 Penalty: 2268.581543
	Iteration 0F: 2 clusters Score -1074971 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -1067682.250000 Penalty: 4537.163086
	Iteration 0F: 3 clusters Score -1067682 nChanged 3907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -1070010.875000 Penalty: 4537.163086
	Iteration 1F: 3 clusters Score -1070011 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -1070446.625000 Penalty: 4537.163086
	Iteration 2F: 3 clusters Score -1070447 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -1070859.625000 Penalty: 4537.163086
	Iteration 3F: 3 clusters Score -1070860 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -1071213.625000 Penalty: 4537.163086
	Iteration 4F: 3 clusters Score -1071214 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -1071586.000000 Penalty: 4537.163086
	Iteration 5F: 3 clusters Score -1071586 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -1071916.875000 Penalty: 4537.163086
	Iteration 6Q: 3 clusters Score -1071917 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -1072200.875000 Penalty: 4537.163086
	Iteration 7Q: 3 clusters Score -1072201 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -1072392.875000 Penalty: 4537.163086
	Iteration 8Q: 3 clusters Score -1072393 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -1072550.125000 Penalty: 4537.163086
	Iteration 9Q: 3 clusters Score -1072550 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -1072680.000000 Penalty: 4537.163086
	Iteration 10Q: 3 clusters Score -1072680 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -1072790.375000 Penalty: 4537.163086
	Iteration 11Q: 3 clusters Score -1072790 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -1072881.125000 Penalty: 4537.163086
	Iteration 12Q: 3 clusters Score -1072881 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -1072932.625000 Penalty: 4537.163086
	Iteration 13Q: 3 clusters Score -1072933 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -1072974.500000 Penalty: 4537.163086
	Iteration 14Q: 3 clusters Score -1072974 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -1073007.000000 Penalty: 4537.163086
	Iteration 15Q: 3 clusters Score -1073007 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -1073032.875000 Penalty: 4537.163086
	Iteration 16Q: 3 clusters Score -1073033 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -1073060.500000 Penalty: 4537.163086
	Iteration 17Q: 3 clusters Score -1073060 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -1073079.250000 Penalty: 4537.163086
	Iteration 18Q: 3 clusters Score -1073079 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -1073093.000000 Penalty: 4537.163086
	Iteration 19Q: 3 clusters Score -1073093 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -1073105.250000 Penalty: 4537.163086
	Iteration 20F: 3 clusters Score -1073105 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -1073115.750000 Penalty: 4537.163086
	Iteration 21Q: 3 clusters Score -1073116 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -1073120.375000 Penalty: 4537.163086
	Iteration 22Q: 3 clusters Score -1073120 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -1073125.375000 Penalty: 4537.163086
	Iteration 23Q: 3 clusters Score -1073125 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -1073127.875000 Penalty: 4537.163086
	Iteration 24Q: 3 clusters Score -1073128 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -1073125.375000 Penalty: 4537.163086
	Iteration 25Q: 3 clusters Score -1073125 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -1073128.250000 Penalty: 4537.163086
	Iteration 26Q: 3 clusters Score -1073128 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -1073132.875000 Penalty: 4537.163086
	Iteration 27Q: 3 clusters Score -1073133 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -1073137.750000 Penalty: 4537.163086
	Iteration 28Q: 3 clusters Score -1073138 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -1073140.375000 Penalty: 4537.163086
	Iteration 29Q: 3 clusters Score -1073140 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -1073144.875000 Penalty: 4537.163086
	Iteration 30Q: 3 clusters Score -1073145 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -1073148.125000 Penalty: 4537.163086
	Iteration 31Q: 3 clusters Score -1073148 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -1073152.875000 Penalty: 4537.163086
	Iteration 32Q: 3 clusters Score -1073153 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -1073152.000000 Penalty: 4537.163086
	Iteration 33Q: 3 clusters Score -1073152 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -1073153.375000 Penalty: 4537.163086
	Iteration 34Q: 3 clusters Score -1073153 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -1073156.875000 Penalty: 4537.163086
	Iteration 35Q: 3 clusters Score -1073157 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -1073158.125000 Penalty: 4537.163086
	Iteration 36Q: 3 clusters Score -1073158 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -1073160.000000 Penalty: 4537.163086
	Iteration 37Q: 3 clusters Score -1073160 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -1073160.625000 Penalty: 4537.163086
	Iteration 38Q: 3 clusters Score -1073161 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -1073161.250000 Penalty: 4537.163086
	Iteration 39Q: 3 clusters Score -1073161 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -1073164.750000 Penalty: 4537.163086
	Iteration 40F: 3 clusters Score -1073165 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -1073166.875000 Penalty: 4537.163086
	Iteration 41Q: 3 clusters Score -1073167 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -1073167.125000 Penalty: 4537.163086
	Iteration 42Q: 3 clusters Score -1073167 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -1073168.375000 Penalty: 4537.163086
	Iteration 43Q: 3 clusters Score -1073168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -1073169.250000 Penalty: 4537.163086
	Iteration 44Q: 3 clusters Score -1073169 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -1073170.000000 Penalty: 4537.163086
	Iteration 45Q: 3 clusters Score -1073170 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -1073170.875000 Penalty: 4537.163086
	Iteration 46Q: 3 clusters Score -1073171 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -1073169.250000 Penalty: 4537.163086
	Iteration 47Q: 3 clusters Score -1073169 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -1073168.625000 Penalty: 4537.163086
	Iteration 48Q: 3 clusters Score -1073169 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -1073171.500000 Penalty: 4537.163086
	Iteration 49Q: 3 clusters Score -1073172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -1073171.875000 Penalty: 4537.163086
	Iteration 50Q: 3 clusters Score -1073172 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -1073172.375000 Penalty: 4537.163086
	Iteration 51Q: 3 clusters Score -1073172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -1073172.750000 Penalty: 4537.163086
	Iteration 52Q: 3 clusters Score -1073173 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -1073174.125000 Penalty: 4537.163086
	Iteration 53Q: 3 clusters Score -1073174 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -1073174.125000 Penalty: 4537.163086
	Iteration 54F: 3 clusters Score -1073174 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (14059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14059 members 
Entering Unmasked Estep 
Score: -1807591.750000 Penalty: 2368.652344
	Iteration 0F: 2 clusters Score -1807592 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -1797358.375000 Penalty: 4737.304688
	Iteration 0F: 3 clusters Score -1797358 nChanged 5939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -1800454.500000 Penalty: 4737.304688
	Iteration 1F: 3 clusters Score -1800454 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -1800746.875000 Penalty: 4737.304688
	Iteration 2F: 3 clusters Score -1800747 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -1800988.500000 Penalty: 4737.304688
	Iteration 3Q: 3 clusters Score -1800988 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -1801164.750000 Penalty: 4737.304688
	Iteration 4Q: 3 clusters Score -1801165 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -1801292.000000 Penalty: 4737.304688
	Iteration 5Q: 3 clusters Score -1801292 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -1801412.125000 Penalty: 4737.304688
	Iteration 6Q: 3 clusters Score -1801412 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -1801498.125000 Penalty: 4737.304688
	Iteration 7Q: 3 clusters Score -1801498 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -1801591.625000 Penalty: 4737.304688
	Iteration 8Q: 3 clusters Score -1801592 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -1801706.125000 Penalty: 4737.304688
	Iteration 9Q: 3 clusters Score -1801706 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -1801852.625000 Penalty: 4737.304688
	Iteration 10Q: 3 clusters Score -1801853 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 9019 members 
Entering Unmasked Estep 
Score: -1802031.500000 Penalty: 4737.304688
	Iteration 11Q: 3 clusters Score -1802032 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 9472 members 
Entering Unmasked Estep 
Score: -1802270.375000 Penalty: 4737.304688
	Iteration 12Q: 3 clusters Score -1802270 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 10032 members 
Entering Unmasked Estep 
Score: -1802617.250000 Penalty: 4737.304688
	Iteration 13Q: 3 clusters Score -1802617 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 10649 members 
Entering Unmasked Estep 
Score: -1803029.750000 Penalty: 4737.304688
	Iteration 14Q: 3 clusters Score -1803030 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 11300 members 
Entering Unmasked Estep 
Score: -1803522.000000 Penalty: 4737.304688
	Iteration 15Q: 3 clusters Score -1803522 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 11922 members 
Entering Unmasked Estep 
Score: -1804057.875000 Penalty: 4737.304688
	Iteration 16Q: 3 clusters Score -1804058 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 12460 members 
Entering Unmasked Estep 
Score: -1804549.375000 Penalty: 4737.304688
	Iteration 17Q: 3 clusters Score -1804549 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 12855 members 
Entering Unmasked Estep 
Score: -1804915.750000 Penalty: 4737.304688
	Iteration 18Q: 3 clusters Score -1804916 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 13108 members 
Entering Unmasked Estep 
Score: -1805144.000000 Penalty: 4737.304688
	Iteration 19Q: 3 clusters Score -1805144 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 13257 members 
Entering Unmasked Estep 
Score: -1805283.625000 Penalty: 4737.304688
	Iteration 20F: 3 clusters Score -1805284 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 13360 members 
Entering Unmasked Estep 
Score: -1805384.750000 Penalty: 4737.304688
	Iteration 21Q: 3 clusters Score -1805385 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 13421 members 
Entering Unmasked Estep 
Score: -1805438.750000 Penalty: 4737.304688
	Iteration 22Q: 3 clusters Score -1805439 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 13465 members 
Entering Unmasked Estep 
Score: -1805478.500000 Penalty: 4737.304688
	Iteration 23Q: 3 clusters Score -1805478 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 13495 members 
Entering Unmasked Estep 
Score: -1805510.625000 Penalty: 4737.304688
	Iteration 24Q: 3 clusters Score -1805511 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 13514 members 
Entering Unmasked Estep 
Score: -1805538.875000 Penalty: 4737.304688
	Iteration 25Q: 3 clusters Score -1805539 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 13522 members 
Entering Unmasked Estep 
Score: -1805554.125000 Penalty: 4737.304688
	Iteration 26Q: 3 clusters Score -1805554 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 13525 members 
Entering Unmasked Estep 
Score: -1805563.125000 Penalty: 4737.304688
	Iteration 27Q: 3 clusters Score -1805563 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 13531 members 
Entering Unmasked Estep 
Score: -1805574.125000 Penalty: 4737.304688
	Iteration 28Q: 3 clusters Score -1805574 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 13539 members 
Entering Unmasked Estep 
Score: -1805589.125000 Penalty: 4737.304688
	Iteration 29Q: 3 clusters Score -1805589 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 13553 members 
Entering Unmasked Estep 
Score: -1805600.875000 Penalty: 4737.304688
	Iteration 30Q: 3 clusters Score -1805601 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 13562 members 
Entering Unmasked Estep 
Score: -1805606.750000 Penalty: 4737.304688
	Iteration 31Q: 3 clusters Score -1805607 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 13570 members 
Entering Unmasked Estep 
Score: -1805616.000000 Penalty: 4737.304688
	Iteration 32Q: 3 clusters Score -1805616 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 13575 members 
Entering Unmasked Estep 
Score: -1805623.750000 Penalty: 4737.304688
	Iteration 33Q: 3 clusters Score -1805624 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 13577 members 
Entering Unmasked Estep 
Score: -1805627.125000 Penalty: 4737.304688
	Iteration 34Q: 3 clusters Score -1805627 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 13583 members 
Entering Unmasked Estep 
Score: -1805634.500000 Penalty: 4737.304688
	Iteration 35Q: 3 clusters Score -1805634 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 13589 members 
Entering Unmasked Estep 
Score: -1805642.250000 Penalty: 4737.304688
	Iteration 36Q: 3 clusters Score -1805642 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 13596 members 
Entering Unmasked Estep 
Score: -1805647.625000 Penalty: 4737.304688
	Iteration 37Q: 3 clusters Score -1805648 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 13598 members 
Entering Unmasked Estep 
Score: -1805651.250000 Penalty: 4737.304688
	Iteration 38Q: 3 clusters Score -1805651 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 13600 members 
Entering Unmasked Estep 
Score: -1805655.250000 Penalty: 4737.304688
	Iteration 39Q: 3 clusters Score -1805655 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 13600 members 
Entering Unmasked Estep 
Score: -1805660.125000 Penalty: 4737.304688
	Iteration 40F: 3 clusters Score -1805660 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 13601 members 
Entering Unmasked Estep 
Score: -1805660.875000 Penalty: 4737.304688
	Iteration 41Q: 3 clusters Score -1805661 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 13603 members 
Entering Unmasked Estep 
Score: -1805661.000000 Penalty: 4737.304688
	Iteration 42Q: 3 clusters Score -1805661 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 13604 members 
Entering Unmasked Estep 
Score: -1805660.375000 Penalty: 4737.304688
	Iteration 43Q: 3 clusters Score -1805660 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 13605 members 
Entering Unmasked Estep 
Score: -1805661.875000 Penalty: 4737.304688
	Iteration 44Q: 3 clusters Score -1805662 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 13603 members 
Entering Unmasked Estep 
Score: -1805664.000000 Penalty: 4737.304688
	Iteration 45Q: 3 clusters Score -1805664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 13602 members 
Entering Unmasked Estep 
Score: -1805663.875000 Penalty: 4737.304688
	Iteration 46Q: 3 clusters Score -1805664 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 13602 members 
Entering Unmasked Estep 
Score: -1805663.875000 Penalty: 4737.304688
	Iteration 47F: 3 clusters Score -1805664 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (7488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Entering Unmasked Estep 
Score: -934196.125000 Penalty: 2212.422119
	Iteration 0F: 2 clusters Score -934196.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -928158.125000 Penalty: 4424.844238
	Iteration 0F: 3 clusters Score -928158.1 nChanged 3051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -929960.312500 Penalty: 4424.844238
	Iteration 1F: 3 clusters Score -929960.3 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -930411.062500 Penalty: 4424.844238
	Iteration 2F: 3 clusters Score -930411.1 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -930796.562500 Penalty: 4424.844238
	Iteration 3F: 3 clusters Score -930796.6 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -931143.687500 Penalty: 4424.844238
	Iteration 4F: 3 clusters Score -931143.7 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -931457.750000 Penalty: 4424.844238
	Iteration 5F: 3 clusters Score -931457.8 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -931722.750000 Penalty: 4424.844238
	Iteration 6F: 3 clusters Score -931722.8 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -931924.937500 Penalty: 4424.844238
	Iteration 7Q: 3 clusters Score -931924.9 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -932091.187500 Penalty: 4424.844238
	Iteration 8Q: 3 clusters Score -932091.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -932222.937500 Penalty: 4424.844238
	Iteration 9Q: 3 clusters Score -932222.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -932310.187500 Penalty: 4424.844238
	Iteration 10Q: 3 clusters Score -932310.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -932377.000000 Penalty: 4424.844238
	Iteration 11Q: 3 clusters Score -932377 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -932427.562500 Penalty: 4424.844238
	Iteration 12Q: 3 clusters Score -932427.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -932471.750000 Penalty: 4424.844238
	Iteration 13Q: 3 clusters Score -932471.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -932503.625000 Penalty: 4424.844238
	Iteration 14Q: 3 clusters Score -932503.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -932536.687500 Penalty: 4424.844238
	Iteration 15Q: 3 clusters Score -932536.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -932567.187500 Penalty: 4424.844238
	Iteration 16Q: 3 clusters Score -932567.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -932590.625000 Penalty: 4424.844238
	Iteration 17Q: 3 clusters Score -932590.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -932613.312500 Penalty: 4424.844238
	Iteration 18Q: 3 clusters Score -932613.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -932641.437500 Penalty: 4424.844238
	Iteration 19Q: 3 clusters Score -932641.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -932672.500000 Penalty: 4424.844238
	Iteration 20F: 3 clusters Score -932672.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -932705.000000 Penalty: 4424.844238
	Iteration 21Q: 3 clusters Score -932705 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -932731.000000 Penalty: 4424.844238
	Iteration 22Q: 3 clusters Score -932731 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -932761.812500 Penalty: 4424.844238
	Iteration 23Q: 3 clusters Score -932761.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -932780.625000 Penalty: 4424.844238
	Iteration 24Q: 3 clusters Score -932780.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -932796.875000 Penalty: 4424.844238
	Iteration 25Q: 3 clusters Score -932796.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -932821.625000 Penalty: 4424.844238
	Iteration 26Q: 3 clusters Score -932821.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -932835.875000 Penalty: 4424.844238
	Iteration 27Q: 3 clusters Score -932835.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -932854.312500 Penalty: 4424.844238
	Iteration 28Q: 3 clusters Score -932854.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -932877.937500 Penalty: 4424.844238
	Iteration 29Q: 3 clusters Score -932877.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -932909.687500 Penalty: 4424.844238
	Iteration 30Q: 3 clusters Score -932909.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -932943.250000 Penalty: 4424.844238
	Iteration 31Q: 3 clusters Score -932943.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -932978.062500 Penalty: 4424.844238
	Iteration 32Q: 3 clusters Score -932978.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -933013.812500 Penalty: 4424.844238
	Iteration 33Q: 3 clusters Score -933013.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -933058.375000 Penalty: 4424.844238
	Iteration 34Q: 3 clusters Score -933058.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -933093.125000 Penalty: 4424.844238
	Iteration 35Q: 3 clusters Score -933093.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -933132.437500 Penalty: 4424.844238
	Iteration 36Q: 3 clusters Score -933132.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -933193.562500 Penalty: 4424.844238
	Iteration 37Q: 3 clusters Score -933193.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -933269.500000 Penalty: 4424.844238
	Iteration 38Q: 3 clusters Score -933269.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -933374.937500 Penalty: 4424.844238
	Iteration 39Q: 3 clusters Score -933374.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -933469.125000 Penalty: 4424.844238
	Iteration 40F: 3 clusters Score -933469.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -933592.375000 Penalty: 4424.844238
	Iteration 41Q: 3 clusters Score -933592.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -933692.937500 Penalty: 4424.844238
	Iteration 42Q: 3 clusters Score -933692.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -933755.125000 Penalty: 4424.844238
	Iteration 43Q: 3 clusters Score -933755.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -933785.062500 Penalty: 4424.844238
	Iteration 44Q: 3 clusters Score -933785.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -933801.312500 Penalty: 4424.844238
	Iteration 45Q: 3 clusters Score -933801.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -933818.250000 Penalty: 4424.844238
	Iteration 46Q: 3 clusters Score -933818.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -933822.937500 Penalty: 4424.844238
	Iteration 47Q: 3 clusters Score -933822.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -933823.562500 Penalty: 4424.844238
	Iteration 48Q: 3 clusters Score -933823.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -933823.875000 Penalty: 4424.844238
	Iteration 49Q: 3 clusters Score -933823.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -933823.500000 Penalty: 4424.844238
	Iteration 50Q: 3 clusters Score -933823.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -933823.500000 Penalty: 4424.844238
	Iteration 51F: 3 clusters Score -933823.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (27218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27218 members 
Entering Unmasked Estep 
Score: -3467734.000000 Penalty: 2532.485107
	Iteration 0F: 2 clusters Score -3467734 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13669 members 
Mstep: Class 2 contains 13549 members 
Entering Unmasked Estep 
Score: -3448875.000000 Penalty: 5064.970215
	Iteration 0F: 3 clusters Score -3448875 nChanged 12308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13931 members 
Mstep: Class 2 contains 13287 members 
Entering Unmasked Estep 
Score: -3455525.500000 Penalty: 5064.970215
	Iteration 1F: 3 clusters Score -3455526 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14101 members 
Mstep: Class 2 contains 13117 members 
Entering Unmasked Estep 
Score: -3456153.250000 Penalty: 5064.970215
	Iteration 2F: 3 clusters Score -3456153 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14357 members 
Mstep: Class 2 contains 12861 members 
Entering Unmasked Estep 
Score: -3456786.000000 Penalty: 5064.970215
	Iteration 3F: 3 clusters Score -3456786 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14643 members 
Mstep: Class 2 contains 12575 members 
Entering Unmasked Estep 
Score: -3457506.000000 Penalty: 5064.970215
	Iteration 4F: 3 clusters Score -3457506 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14909 members 
Mstep: Class 2 contains 12309 members 
Entering Unmasked Estep 
Score: -3458287.500000 Penalty: 5064.970215
	Iteration 5F: 3 clusters Score -3458288 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15179 members 
Mstep: Class 2 contains 12039 members 
Entering Unmasked Estep 
Score: -3459164.500000 Penalty: 5064.970215
	Iteration 6F: 3 clusters Score -3459164 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15389 members 
Mstep: Class 2 contains 11829 members 
Entering Unmasked Estep 
Score: -3460164.750000 Penalty: 5064.970215
	Iteration 7F: 3 clusters Score -3460165 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15473 members 
Mstep: Class 2 contains 11745 members 
Entering Unmasked Estep 
Score: -3461185.250000 Penalty: 5064.970215
	Iteration 8F: 3 clusters Score -3461185 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15405 members 
Mstep: Class 2 contains 11813 members 
Entering Unmasked Estep 
Score: -3462189.250000 Penalty: 5064.970215
	Iteration 9F: 3 clusters Score -3462189 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15215 members 
Mstep: Class 2 contains 12003 members 
Entering Unmasked Estep 
Score: -3463143.250000 Penalty: 5064.970215
	Iteration 10Q: 3 clusters Score -3463143 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14917 members 
Mstep: Class 2 contains 12301 members 
Entering Unmasked Estep 
Score: -3463951.750000 Penalty: 5064.970215
	Iteration 11Q: 3 clusters Score -3463952 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14626 members 
Mstep: Class 2 contains 12592 members 
Entering Unmasked Estep 
Score: -3464485.750000 Penalty: 5064.970215
	Iteration 12Q: 3 clusters Score -3464486 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14399 members 
Mstep: Class 2 contains 12819 members 
Entering Unmasked Estep 
Score: -3464763.500000 Penalty: 5064.970215
	Iteration 13Q: 3 clusters Score -3464764 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14242 members 
Mstep: Class 2 contains 12976 members 
Entering Unmasked Estep 
Score: -3464946.500000 Penalty: 5064.970215
	Iteration 14Q: 3 clusters Score -3464946 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14072 members 
Mstep: Class 2 contains 13146 members 
Entering Unmasked Estep 
Score: -3465077.500000 Penalty: 5064.970215
	Iteration 15Q: 3 clusters Score -3465078 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13934 members 
Mstep: Class 2 contains 13284 members 
Entering Unmasked Estep 
Score: -3465177.500000 Penalty: 5064.970215
	Iteration 16Q: 3 clusters Score -3465178 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13815 members 
Mstep: Class 2 contains 13403 members 
Entering Unmasked Estep 
Score: -3465235.250000 Penalty: 5064.970215
	Iteration 17Q: 3 clusters Score -3465235 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13701 members 
Mstep: Class 2 contains 13517 members 
Entering Unmasked Estep 
Score: -3465307.750000 Penalty: 5064.970215
	Iteration 18Q: 3 clusters Score -3465308 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13598 members 
Mstep: Class 2 contains 13620 members 
Entering Unmasked Estep 
Score: -3465369.250000 Penalty: 5064.970215
	Iteration 19Q: 3 clusters Score -3465369 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13505 members 
Mstep: Class 2 contains 13713 members 
Entering Unmasked Estep 
Score: -3465426.000000 Penalty: 5064.970215
	Iteration 20F: 3 clusters Score -3465426 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13427 members 
Mstep: Class 2 contains 13791 members 
Entering Unmasked Estep 
Score: -3465434.000000 Penalty: 5064.970215
	Iteration 21Q: 3 clusters Score -3465434 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13343 members 
Mstep: Class 2 contains 13875 members 
Entering Unmasked Estep 
Score: -3465452.000000 Penalty: 5064.970215
	Iteration 22Q: 3 clusters Score -3465452 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13255 members 
Mstep: Class 2 contains 13963 members 
Entering Unmasked Estep 
Score: -3465481.500000 Penalty: 5064.970215
	Iteration 23Q: 3 clusters Score -3465482 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13181 members 
Mstep: Class 2 contains 14037 members 
Entering Unmasked Estep 
Score: -3465500.250000 Penalty: 5064.970215
	Iteration 24Q: 3 clusters Score -3465500 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13102 members 
Mstep: Class 2 contains 14116 members 
Entering Unmasked Estep 
Score: -3465516.500000 Penalty: 5064.970215
	Iteration 25Q: 3 clusters Score -3465516 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13036 members 
Mstep: Class 2 contains 14182 members 
Entering Unmasked Estep 
Score: -3465525.250000 Penalty: 5064.970215
	Iteration 26Q: 3 clusters Score -3465525 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12976 members 
Mstep: Class 2 contains 14242 members 
Entering Unmasked Estep 
Score: -3465528.250000 Penalty: 5064.970215
	Iteration 27Q: 3 clusters Score -3465528 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12930 members 
Mstep: Class 2 contains 14288 members 
Entering Unmasked Estep 
Score: -3465531.500000 Penalty: 5064.970215
	Iteration 28Q: 3 clusters Score -3465532 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12887 members 
Mstep: Class 2 contains 14331 members 
Entering Unmasked Estep 
Score: -3465538.750000 Penalty: 5064.970215
	Iteration 29Q: 3 clusters Score -3465539 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12863 members 
Mstep: Class 2 contains 14355 members 
Entering Unmasked Estep 
Score: -3465539.500000 Penalty: 5064.970215
	Iteration 30Q: 3 clusters Score -3465540 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12829 members 
Mstep: Class 2 contains 14389 members 
Entering Unmasked Estep 
Score: -3465536.000000 Penalty: 5064.970215
	Iteration 31Q: 3 clusters Score -3465536 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12793 members 
Mstep: Class 2 contains 14425 members 
Entering Unmasked Estep 
Score: -3465550.000000 Penalty: 5064.970215
	Iteration 32Q: 3 clusters Score -3465550 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12757 members 
Mstep: Class 2 contains 14461 members 
Entering Unmasked Estep 
Score: -3465560.500000 Penalty: 5064.970215
	Iteration 33Q: 3 clusters Score -3465560 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12727 members 
Mstep: Class 2 contains 14491 members 
Entering Unmasked Estep 
Score: -3465556.250000 Penalty: 5064.970215
	Iteration 34Q: 3 clusters Score -3465556 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12698 members 
Mstep: Class 2 contains 14520 members 
Entering Unmasked Estep 
Score: -3465556.000000 Penalty: 5064.970215
	Iteration 35Q: 3 clusters Score -3465556 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12665 members 
Mstep: Class 2 contains 14553 members 
Entering Unmasked Estep 
Score: -3465553.750000 Penalty: 5064.970215
	Iteration 36Q: 3 clusters Score -3465554 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12638 members 
Mstep: Class 2 contains 14580 members 
Entering Unmasked Estep 
Score: -3465561.000000 Penalty: 5064.970215
	Iteration 37Q: 3 clusters Score -3465561 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12615 members 
Mstep: Class 2 contains 14603 members 
Entering Unmasked Estep 
Score: -3465562.250000 Penalty: 5064.970215
	Iteration 38Q: 3 clusters Score -3465562 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12588 members 
Mstep: Class 2 contains 14630 members 
Entering Unmasked Estep 
Score: -3465551.000000 Penalty: 5064.970215
	Iteration 39Q: 3 clusters Score -3465551 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12563 members 
Mstep: Class 2 contains 14655 members 
Entering Unmasked Estep 
Score: -3465568.000000 Penalty: 5064.970215
	Iteration 40F: 3 clusters Score -3465568 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12543 members 
Mstep: Class 2 contains 14675 members 
Entering Unmasked Estep 
Score: -3465572.500000 Penalty: 5064.970215
	Iteration 41Q: 3 clusters Score -3465572 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12526 members 
Mstep: Class 2 contains 14692 members 
Entering Unmasked Estep 
Score: -3465576.750000 Penalty: 5064.970215
	Iteration 42Q: 3 clusters Score -3465577 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12507 members 
Mstep: Class 2 contains 14711 members 
Entering Unmasked Estep 
Score: -3465576.250000 Penalty: 5064.970215
	Iteration 43Q: 3 clusters Score -3465576 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12483 members 
Mstep: Class 2 contains 14735 members 
Entering Unmasked Estep 
Score: -3465577.250000 Penalty: 5064.970215
	Iteration 44Q: 3 clusters Score -3465577 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12460 members 
Mstep: Class 2 contains 14758 members 
Entering Unmasked Estep 
Score: -3465573.500000 Penalty: 5064.970215
	Iteration 45Q: 3 clusters Score -3465574 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12442 members 
Mstep: Class 2 contains 14776 members 
Entering Unmasked Estep 
Score: -3465579.000000 Penalty: 5064.970215
	Iteration 46Q: 3 clusters Score -3465579 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12424 members 
Mstep: Class 2 contains 14794 members 
Entering Unmasked Estep 
Score: -3465578.250000 Penalty: 5064.970215
	Iteration 47Q: 3 clusters Score -3465578 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12400 members 
Mstep: Class 2 contains 14818 members 
Entering Unmasked Estep 
Score: -3465580.000000 Penalty: 5064.970215
	Iteration 48Q: 3 clusters Score -3465580 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12375 members 
Mstep: Class 2 contains 14843 members 
Entering Unmasked Estep 
Score: -3465578.750000 Penalty: 5064.970215
	Iteration 49Q: 3 clusters Score -3465579 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12350 members 
Mstep: Class 2 contains 14868 members 
Entering Unmasked Estep 
Score: -3465573.000000 Penalty: 5064.970215
	Iteration 50Q: 3 clusters Score -3465573 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12333 members 
Mstep: Class 2 contains 14885 members 
Entering Unmasked Estep 
Score: -3465583.500000 Penalty: 5064.970215
	Iteration 51Q: 3 clusters Score -3465584 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12320 members 
Mstep: Class 2 contains 14898 members 
Entering Unmasked Estep 
Score: -3465587.000000 Penalty: 5064.970215
	Iteration 52Q: 3 clusters Score -3465587 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12308 members 
Mstep: Class 2 contains 14910 members 
Entering Unmasked Estep 
Score: -3465584.250000 Penalty: 5064.970215
	Iteration 53Q: 3 clusters Score -3465584 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12300 members 
Mstep: Class 2 contains 14918 members 
Entering Unmasked Estep 
Score: -3465588.000000 Penalty: 5064.970215
	Iteration 54Q: 3 clusters Score -3465588 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12291 members 
Mstep: Class 2 contains 14927 members 
Entering Unmasked Estep 
Score: -3465587.750000 Penalty: 5064.970215
	Iteration 55Q: 3 clusters Score -3465588 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12279 members 
Mstep: Class 2 contains 14939 members 
Entering Unmasked Estep 
Score: -3465586.000000 Penalty: 5064.970215
	Iteration 56Q: 3 clusters Score -3465586 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12262 members 
Mstep: Class 2 contains 14956 members 
Entering Unmasked Estep 
Score: -3465584.000000 Penalty: 5064.970215
	Iteration 57Q: 3 clusters Score -3465584 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12244 members 
Mstep: Class 2 contains 14974 members 
Entering Unmasked Estep 
Score: -3465584.250000 Penalty: 5064.970215
	Iteration 58Q: 3 clusters Score -3465584 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12229 members 
Mstep: Class 2 contains 14989 members 
Entering Unmasked Estep 
Score: -3465595.250000 Penalty: 5064.970215
	Iteration 59Q: 3 clusters Score -3465595 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12216 members 
Mstep: Class 2 contains 15002 members 
Entering Unmasked Estep 
Score: -3465599.250000 Penalty: 5064.970215
	Iteration 60F: 3 clusters Score -3465599 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12199 members 
Mstep: Class 2 contains 15019 members 
Entering Unmasked Estep 
Score: -3465597.000000 Penalty: 5064.970215
	Iteration 61Q: 3 clusters Score -3465597 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12174 members 
Mstep: Class 2 contains 15044 members 
Entering Unmasked Estep 
Score: -3465594.750000 Penalty: 5064.970215
	Iteration 62Q: 3 clusters Score -3465595 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12158 members 
Mstep: Class 2 contains 15060 members 
Entering Unmasked Estep 
Score: -3465588.500000 Penalty: 5064.970215
	Iteration 63Q: 3 clusters Score -3465588 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12139 members 
Mstep: Class 2 contains 15079 members 
Entering Unmasked Estep 
Score: -3465601.250000 Penalty: 5064.970215
	Iteration 64Q: 3 clusters Score -3465601 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12113 members 
Mstep: Class 2 contains 15105 members 
Entering Unmasked Estep 
Score: -3465604.000000 Penalty: 5064.970215
	Iteration 65Q: 3 clusters Score -3465604 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12089 members 
Mstep: Class 2 contains 15129 members 
Entering Unmasked Estep 
Score: -3465604.000000 Penalty: 5064.970215
	Iteration 66Q: 3 clusters Score -3465604 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12067 members 
Mstep: Class 2 contains 15151 members 
Entering Unmasked Estep 
Score: -3465606.000000 Penalty: 5064.970215
	Iteration 67Q: 3 clusters Score -3465606 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12043 members 
Mstep: Class 2 contains 15175 members 
Entering Unmasked Estep 
Score: -3465605.000000 Penalty: 5064.970215
	Iteration 68Q: 3 clusters Score -3465605 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12008 members 
Mstep: Class 2 contains 15210 members 
Entering Unmasked Estep 
Score: -3465610.250000 Penalty: 5064.970215
	Iteration 69Q: 3 clusters Score -3465610 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11970 members 
Mstep: Class 2 contains 15248 members 
Entering Unmasked Estep 
Score: -3465612.500000 Penalty: 5064.970215
	Iteration 70Q: 3 clusters Score -3465612 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11935 members 
Mstep: Class 2 contains 15283 members 
Entering Unmasked Estep 
Score: -3465616.000000 Penalty: 5064.970215
	Iteration 71Q: 3 clusters Score -3465616 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11906 members 
Mstep: Class 2 contains 15312 members 
Entering Unmasked Estep 
Score: -3465619.750000 Penalty: 5064.970215
	Iteration 72Q: 3 clusters Score -3465620 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11883 members 
Mstep: Class 2 contains 15335 members 
Entering Unmasked Estep 
Score: -3465616.750000 Penalty: 5064.970215
	Iteration 73Q: 3 clusters Score -3465617 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11850 members 
Mstep: Class 2 contains 15368 members 
Entering Unmasked Estep 
Score: -3465617.500000 Penalty: 5064.970215
	Iteration 74Q: 3 clusters Score -3465618 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11816 members 
Mstep: Class 2 contains 15402 members 
Entering Unmasked Estep 
Score: -3465609.750000 Penalty: 5064.970215
	Iteration 75Q: 3 clusters Score -3465610 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11786 members 
Mstep: Class 2 contains 15432 members 
Entering Unmasked Estep 
Score: -3465613.500000 Penalty: 5064.970215
	Iteration 76Q: 3 clusters Score -3465614 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11755 members 
Mstep: Class 2 contains 15463 members 
Entering Unmasked Estep 
Score: -3465621.500000 Penalty: 5064.970215
	Iteration 77Q: 3 clusters Score -3465622 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11724 members 
Mstep: Class 2 contains 15494 members 
Entering Unmasked Estep 
Score: -3465624.750000 Penalty: 5064.970215
	Iteration 78Q: 3 clusters Score -3465625 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11685 members 
Mstep: Class 2 contains 15533 members 
Entering Unmasked Estep 
Score: -3465627.250000 Penalty: 5064.970215
	Iteration 79Q: 3 clusters Score -3465627 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11650 members 
Mstep: Class 2 contains 15568 members 
Entering Unmasked Estep 
Score: -3465627.000000 Penalty: 5064.970215
	Iteration 80F: 3 clusters Score -3465627 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11621 members 
Mstep: Class 2 contains 15597 members 
Entering Unmasked Estep 
Score: -3465639.250000 Penalty: 5064.970215
	Iteration 81Q: 3 clusters Score -3465639 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11598 members 
Mstep: Class 2 contains 15620 members 
Entering Unmasked Estep 
Score: -3465647.000000 Penalty: 5064.970215
	Iteration 82Q: 3 clusters Score -3465647 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11573 members 
Mstep: Class 2 contains 15645 members 
Entering Unmasked Estep 
Score: -3465648.500000 Penalty: 5064.970215
	Iteration 83Q: 3 clusters Score -3465648 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11553 members 
Mstep: Class 2 contains 15665 members 
Entering Unmasked Estep 
Score: -3465652.750000 Penalty: 5064.970215
	Iteration 84Q: 3 clusters Score -3465653 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11523 members 
Mstep: Class 2 contains 15695 members 
Entering Unmasked Estep 
Score: -3465650.250000 Penalty: 5064.970215
	Iteration 85Q: 3 clusters Score -3465650 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11494 members 
Mstep: Class 2 contains 15724 members 
Entering Unmasked Estep 
Score: -3465658.750000 Penalty: 5064.970215
	Iteration 86Q: 3 clusters Score -3465659 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11471 members 
Mstep: Class 2 contains 15747 members 
Entering Unmasked Estep 
Score: -3465654.500000 Penalty: 5064.970215
	Iteration 87Q: 3 clusters Score -3465654 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11441 members 
Mstep: Class 2 contains 15777 members 
Entering Unmasked Estep 
Score: -3465671.500000 Penalty: 5064.970215
	Iteration 88Q: 3 clusters Score -3465672 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11410 members 
Mstep: Class 2 contains 15808 members 
Entering Unmasked Estep 
Score: -3465676.750000 Penalty: 5064.970215
	Iteration 89Q: 3 clusters Score -3465677 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11375 members 
Mstep: Class 2 contains 15843 members 
Entering Unmasked Estep 
Score: -3465675.250000 Penalty: 5064.970215
	Iteration 90Q: 3 clusters Score -3465675 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11343 members 
Mstep: Class 2 contains 15875 members 
Entering Unmasked Estep 
Score: -3465676.250000 Penalty: 5064.970215
	Iteration 91Q: 3 clusters Score -3465676 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11311 members 
Mstep: Class 2 contains 15907 members 
Entering Unmasked Estep 
Score: -3465671.000000 Penalty: 5064.970215
	Iteration 92Q: 3 clusters Score -3465671 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11282 members 
Mstep: Class 2 contains 15936 members 
Entering Unmasked Estep 
Score: -3465671.000000 Penalty: 5064.970215
	Iteration 93Q: 3 clusters Score -3465671 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11253 members 
Mstep: Class 2 contains 15965 members 
Entering Unmasked Estep 
Score: -3465685.750000 Penalty: 5064.970215
	Iteration 94Q: 3 clusters Score -3465686 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11224 members 
Mstep: Class 2 contains 15994 members 
Entering Unmasked Estep 
Score: -3465687.000000 Penalty: 5064.970215
	Iteration 95Q: 3 clusters Score -3465687 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11195 members 
Mstep: Class 2 contains 16023 members 
Entering Unmasked Estep 
Score: -3465683.000000 Penalty: 5064.970215
	Iteration 96Q: 3 clusters Score -3465683 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 16055 members 
Entering Unmasked Estep 
Score: -3465690.250000 Penalty: 5064.970215
	Iteration 97Q: 3 clusters Score -3465690 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11138 members 
Mstep: Class 2 contains 16080 members 
Entering Unmasked Estep 
Score: -3465688.500000 Penalty: 5064.970215
	Iteration 98Q: 3 clusters Score -3465688 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11119 members 
Mstep: Class 2 contains 16099 members 
Entering Unmasked Estep 
Score: -3465681.500000 Penalty: 5064.970215
	Iteration 99Q: 3 clusters Score -3465682 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11093 members 
Mstep: Class 2 contains 16125 members 
Entering Unmasked Estep 
Score: -3465684.750000 Penalty: 5064.970215
	Iteration 100F: 3 clusters Score -3465685 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11065 members 
Mstep: Class 2 contains 16153 members 
Entering Unmasked Estep 
Score: -3465693.000000 Penalty: 5064.970215
	Iteration 101Q: 3 clusters Score -3465693 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11046 members 
Mstep: Class 2 contains 16172 members 
Entering Unmasked Estep 
Score: -3465690.250000 Penalty: 5064.970215
	Iteration 102Q: 3 clusters Score -3465690 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11027 members 
Mstep: Class 2 contains 16191 members 
Entering Unmasked Estep 
Score: -3465689.250000 Penalty: 5064.970215
	Iteration 103Q: 3 clusters Score -3465689 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11004 members 
Mstep: Class 2 contains 16214 members 
Entering Unmasked Estep 
Score: -3465693.750000 Penalty: 5064.970215
	Iteration 104Q: 3 clusters Score -3465694 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10984 members 
Mstep: Class 2 contains 16234 members 
Entering Unmasked Estep 
Score: -3465705.250000 Penalty: 5064.970215
	Iteration 105Q: 3 clusters Score -3465705 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10960 members 
Mstep: Class 2 contains 16258 members 
Entering Unmasked Estep 
Score: -3465712.000000 Penalty: 5064.970215
	Iteration 106Q: 3 clusters Score -3465712 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10938 members 
Mstep: Class 2 contains 16280 members 
Entering Unmasked Estep 
Score: -3465705.000000 Penalty: 5064.970215
	Iteration 107Q: 3 clusters Score -3465705 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10919 members 
Mstep: Class 2 contains 16299 members 
Entering Unmasked Estep 
Score: -3465705.000000 Penalty: 5064.970215
	Iteration 108Q: 3 clusters Score -3465705 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10897 members 
Mstep: Class 2 contains 16321 members 
Entering Unmasked Estep 
Score: -3465699.500000 Penalty: 5064.970215
	Iteration 109Q: 3 clusters Score -3465700 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10882 members 
Mstep: Class 2 contains 16336 members 
Entering Unmasked Estep 
Score: -3465698.750000 Penalty: 5064.970215
	Iteration 110Q: 3 clusters Score -3465699 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10865 members 
Mstep: Class 2 contains 16353 members 
Entering Unmasked Estep 
Score: -3465699.000000 Penalty: 5064.970215
	Iteration 111Q: 3 clusters Score -3465699 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10854 members 
Mstep: Class 2 contains 16364 members 
Entering Unmasked Estep 
Score: -3465705.500000 Penalty: 5064.970215
	Iteration 112Q: 3 clusters Score -3465706 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10845 members 
Mstep: Class 2 contains 16373 members 
Entering Unmasked Estep 
Score: -3465700.000000 Penalty: 5064.970215
	Iteration 113Q: 3 clusters Score -3465700 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 16384 members 
Entering Unmasked Estep 
Score: -3465697.500000 Penalty: 5064.970215
	Iteration 114Q: 3 clusters Score -3465698 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10825 members 
Mstep: Class 2 contains 16393 members 
Entering Unmasked Estep 
Score: -3465700.750000 Penalty: 5064.970215
	Iteration 115Q: 3 clusters Score -3465701 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10818 members 
Mstep: Class 2 contains 16400 members 
Entering Unmasked Estep 
Score: -3465703.250000 Penalty: 5064.970215
	Iteration 116Q: 3 clusters Score -3465703 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10812 members 
Mstep: Class 2 contains 16406 members 
Entering Unmasked Estep 
Score: -3465703.750000 Penalty: 5064.970215
	Iteration 117Q: 3 clusters Score -3465704 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10804 members 
Mstep: Class 2 contains 16414 members 
Entering Unmasked Estep 
Score: -3465703.750000 Penalty: 5064.970215
	Iteration 118Q: 3 clusters Score -3465704 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 16423 members 
Entering Unmasked Estep 
Score: -3465708.250000 Penalty: 5064.970215
	Iteration 119Q: 3 clusters Score -3465708 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 16430 members 
Entering Unmasked Estep 
Score: -3465711.500000 Penalty: 5064.970215
	Iteration 120F: 3 clusters Score -3465712 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 2 contains 16439 members 
Entering Unmasked Estep 
Score: -3465709.250000 Penalty: 5064.970215
	Iteration 121Q: 3 clusters Score -3465709 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10772 members 
Mstep: Class 2 contains 16446 members 
Entering Unmasked Estep 
Score: -3465713.000000 Penalty: 5064.970215
	Iteration 122Q: 3 clusters Score -3465713 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10767 members 
Mstep: Class 2 contains 16451 members 
Entering Unmasked Estep 
Score: -3465709.750000 Penalty: 5064.970215
	Iteration 123Q: 3 clusters Score -3465710 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10761 members 
Mstep: Class 2 contains 16457 members 
Entering Unmasked Estep 
Score: -3465711.000000 Penalty: 5064.970215
	Iteration 124Q: 3 clusters Score -3465711 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10751 members 
Mstep: Class 2 contains 16467 members 
Entering Unmasked Estep 
Score: -3465713.250000 Penalty: 5064.970215
	Iteration 125Q: 3 clusters Score -3465713 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10743 members 
Mstep: Class 2 contains 16475 members 
Entering Unmasked Estep 
Score: -3465719.500000 Penalty: 5064.970215
	Iteration 126Q: 3 clusters Score -3465720 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10734 members 
Mstep: Class 2 contains 16484 members 
Entering Unmasked Estep 
Score: -3465716.500000 Penalty: 5064.970215
	Iteration 127Q: 3 clusters Score -3465716 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10728 members 
Mstep: Class 2 contains 16490 members 
Entering Unmasked Estep 
Score: -3465713.250000 Penalty: 5064.970215
	Iteration 128Q: 3 clusters Score -3465713 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10722 members 
Mstep: Class 2 contains 16496 members 
Entering Unmasked Estep 
Score: -3465713.000000 Penalty: 5064.970215
	Iteration 129Q: 3 clusters Score -3465713 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10718 members 
Mstep: Class 2 contains 16500 members 
Entering Unmasked Estep 
Score: -3465716.250000 Penalty: 5064.970215
	Iteration 130Q: 3 clusters Score -3465716 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10712 members 
Mstep: Class 2 contains 16506 members 
Entering Unmasked Estep 
Score: -3465716.250000 Penalty: 5064.970215
	Iteration 131Q: 3 clusters Score -3465716 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10707 members 
Mstep: Class 2 contains 16511 members 
Entering Unmasked Estep 
Score: -3465707.500000 Penalty: 5064.970215
	Iteration 132Q: 3 clusters Score -3465708 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10702 members 
Mstep: Class 2 contains 16516 members 
Entering Unmasked Estep 
Score: -3465714.750000 Penalty: 5064.970215
	Iteration 133Q: 3 clusters Score -3465715 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10698 members 
Mstep: Class 2 contains 16520 members 
Entering Unmasked Estep 
Score: -3465711.500000 Penalty: 5064.970215
	Iteration 134Q: 3 clusters Score -3465712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10697 members 
Mstep: Class 2 contains 16521 members 
Entering Unmasked Estep 
Score: -3465711.250000 Penalty: 5064.970215
	Iteration 135Q: 3 clusters Score -3465711 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10694 members 
Mstep: Class 2 contains 16524 members 
Entering Unmasked Estep 
Score: -3465709.000000 Penalty: 5064.970215
	Iteration 136Q: 3 clusters Score -3465709 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10691 members 
Mstep: Class 2 contains 16527 members 
Entering Unmasked Estep 
Score: -3465710.250000 Penalty: 5064.970215
	Iteration 137Q: 3 clusters Score -3465710 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10690 members 
Mstep: Class 2 contains 16528 members 
Entering Unmasked Estep 
Score: -3465707.000000 Penalty: 5064.970215
	Iteration 138Q: 3 clusters Score -3465707 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10689 members 
Mstep: Class 2 contains 16529 members 
Entering Unmasked Estep 
Score: -3465708.500000 Penalty: 5064.970215
	Iteration 139Q: 3 clusters Score -3465708 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10688 members 
Mstep: Class 2 contains 16530 members 
Entering Unmasked Estep 
Score: -3465707.000000 Penalty: 5064.970215
	Iteration 140F: 3 clusters Score -3465707 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10686 members 
Mstep: Class 2 contains 16532 members 
Entering Unmasked Estep 
Score: -3465704.250000 Penalty: 5064.970215
	Iteration 141Q: 3 clusters Score -3465704 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10686 members 
Mstep: Class 2 contains 16532 members 
Entering Unmasked Estep 
Score: -3465704.250000 Penalty: 5064.970215
	Iteration 142F: 3 clusters Score -3465704 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (11582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11582 members 
Entering Unmasked Estep 
Score: -1449453.500000 Penalty: 2320.587402
	Iteration 0F: 2 clusters Score -1449454 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -1440814.125000 Penalty: 4641.174805
	Iteration 0F: 3 clusters Score -1440814 nChanged 4888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -1443574.250000 Penalty: 4641.174805
	Iteration 1F: 3 clusters Score -1443574 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -1444027.500000 Penalty: 4641.174805
	Iteration 2F: 3 clusters Score -1444028 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -1444523.625000 Penalty: 4641.174805
	Iteration 3F: 3 clusters Score -1444524 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -1445061.250000 Penalty: 4641.174805
	Iteration 4F: 3 clusters Score -1445061 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -1445497.625000 Penalty: 4641.174805
	Iteration 5F: 3 clusters Score -1445498 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -1445927.125000 Penalty: 4641.174805
	Iteration 6F: 3 clusters Score -1445927 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -1446434.750000 Penalty: 4641.174805
	Iteration 7F: 3 clusters Score -1446435 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -1446920.375000 Penalty: 4641.174805
	Iteration 8F: 3 clusters Score -1446920 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -1447291.125000 Penalty: 4641.174805
	Iteration 9Q: 3 clusters Score -1447291 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -1447564.625000 Penalty: 4641.174805
	Iteration 10Q: 3 clusters Score -1447565 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -1447733.125000 Penalty: 4641.174805
	Iteration 11Q: 3 clusters Score -1447733 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -1447854.375000 Penalty: 4641.174805
	Iteration 12Q: 3 clusters Score -1447854 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -1447922.125000 Penalty: 4641.174805
	Iteration 13Q: 3 clusters Score -1447922 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -1447970.250000 Penalty: 4641.174805
	Iteration 14Q: 3 clusters Score -1447970 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -1448001.375000 Penalty: 4641.174805
	Iteration 15Q: 3 clusters Score -1448001 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -1448034.375000 Penalty: 4641.174805
	Iteration 16Q: 3 clusters Score -1448034 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -1448056.750000 Penalty: 4641.174805
	Iteration 17Q: 3 clusters Score -1448057 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -1448074.875000 Penalty: 4641.174805
	Iteration 18Q: 3 clusters Score -1448075 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -1448089.625000 Penalty: 4641.174805
	Iteration 19Q: 3 clusters Score -1448090 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -1448101.625000 Penalty: 4641.174805
	Iteration 20F: 3 clusters Score -1448102 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -1448106.125000 Penalty: 4641.174805
	Iteration 21Q: 3 clusters Score -1448106 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -1448111.750000 Penalty: 4641.174805
	Iteration 22Q: 3 clusters Score -1448112 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -1448118.750000 Penalty: 4641.174805
	Iteration 23Q: 3 clusters Score -1448119 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -1448120.625000 Penalty: 4641.174805
	Iteration 24Q: 3 clusters Score -1448121 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -1448124.000000 Penalty: 4641.174805
	Iteration 25Q: 3 clusters Score -1448124 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -1448125.000000 Penalty: 4641.174805
	Iteration 26Q: 3 clusters Score -1448125 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -1448128.000000 Penalty: 4641.174805
	Iteration 27Q: 3 clusters Score -1448128 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -1448128.000000 Penalty: 4641.174805
	Iteration 28Q: 3 clusters Score -1448128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -1448128.625000 Penalty: 4641.174805
	Iteration 29Q: 3 clusters Score -1448129 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -1448131.000000 Penalty: 4641.174805
	Iteration 30Q: 3 clusters Score -1448131 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -1448131.125000 Penalty: 4641.174805
	Iteration 31Q: 3 clusters Score -1448131 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -1448130.250000 Penalty: 4641.174805
	Iteration 32Q: 3 clusters Score -1448130 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -1448129.750000 Penalty: 4641.174805
	Iteration 33Q: 3 clusters Score -1448130 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -1448129.750000 Penalty: 4641.174805
	Iteration 34F: 3 clusters Score -1448130 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Entering Unmasked Estep 
Score: -118383.367188 Penalty: 1705.313599
	Iteration 0F: 2 clusters Score -118383.4 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 493 members 
Entering Unmasked Estep 
Score: -116704.085938 Penalty: 3410.627197
	Iteration 0F: 3 clusters Score -116704.1 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -117678.296875 Penalty: 3410.627197
	Iteration 1F: 3 clusters Score -117678.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -118113.320312 Penalty: 3410.627197
	Iteration 2F: 3 clusters Score -118113.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -118353.203125 Penalty: 3410.627197
	Iteration 3F: 3 clusters Score -118353.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -118431.914062 Penalty: 3410.627197
	Iteration 4Q: 3 clusters Score -118431.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -118504.882812 Penalty: 3410.627197
	Iteration 5Q: 3 clusters Score -118504.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -118523.953125 Penalty: 3410.627197
	Iteration 6Q: 3 clusters Score -118524 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -118538.687500 Penalty: 3410.627197
	Iteration 7Q: 3 clusters Score -118538.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -118549.132812 Penalty: 3410.627197
	Iteration 8Q: 3 clusters Score -118549.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -118560.921875 Penalty: 3410.627197
	Iteration 9Q: 3 clusters Score -118560.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -118574.078125 Penalty: 3410.627197
	Iteration 10Q: 3 clusters Score -118574.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -118625.921875 Penalty: 3410.627197
	Iteration 11Q: 3 clusters Score -118625.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -118891.445312 Penalty: 3410.627197
	Iteration 12Q: 3 clusters Score -118891.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -118928.000000 Penalty: 3410.627197
	Iteration 13Q: 3 clusters Score -118928 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -118939.625000 Penalty: 3410.627197
	Iteration 14Q: 3 clusters Score -118939.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -118946.406250 Penalty: 3410.627197
	Iteration 15Q: 3 clusters Score -118946.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -118947.781250 Penalty: 3410.627197
	Iteration 16Q: 3 clusters Score -118947.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -118951.085938 Penalty: 3410.627197
	Iteration 17Q: 3 clusters Score -118951.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -118951.085938 Penalty: 3410.627197
	Iteration 18F: 3 clusters Score -118951.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22769 members 
Mstep: Class 2 contains 3563 members 
Mstep: Class 3 contains 1102 members 
Mstep: Class 4 contains 223963 members 
Mstep: Class 5 contains 4132 members 
Mstep: Class 6 contains 2379 members 
Mstep: Class 7 contains 9391 members 
Mstep: Class 8 contains 14059 members 
Mstep: Class 9 contains 7488 members 
Mstep: Class 10 contains 27218 members 
Mstep: Class 11 contains 11582 members 
Mstep: Class 12 contains 540 members 
Mstep: Class 13 contains 3334 members 
Mstep: Class 14 contains 36129 members 
Mstep: Class 15 contains 181565 members 
Mstep: Class 16 contains 23118 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 10030 members 
Mstep: Class 19 contains 164656 members 
Mstep: Class 20 contains 55288 members 
Mstep: Class 21 contains 2332 members 
Mstep: Class 22 contains 692 members 
Mstep: Class 23 contains 4372 members 
Mstep: Class 24 contains 3188 members 
Mstep: Class 25 contains 38763 members 
Mstep: Class 26 contains 60578 members 
Mstep: Class 27 contains 28740 members 
Mstep: Class 28 contains 474 members 
Mstep: Class 29 contains 45247 members 
Mstep: Class 30 contains 11088 members 
Mstep: Class 31 contains 6503 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8484 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 3407 members 
Mstep: Class 36 contains 8309 members 
Mstep: Class 37 contains 3953 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1840 members 
Mstep: Class 40 contains 19227 members 
Mstep: Class 41 contains 425 members 
Mstep: Class 42 contains 3013 members 
Mstep: Class 43 contains 4390 members 
Mstep: Class 44 contains 2354 members 
Mstep: Class 45 contains 21928 members 
Mstep: Class 46 contains 13111 members 
Mstep: Class 47 contains 305 members 
Mstep: Class 48 contains 8295 members 
Mstep: Class 49 contains 26891 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 1027 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 3099 members 
Mstep: Class 54 contains 976 members 
Mstep: Class 55 contains 4713 members 
Mstep: Class 56 contains 17268 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 285 members 
Mstep: Class 60 contains 4780 members 
Mstep: Class 61 contains 1767 members 
Mstep: Class 62 contains 1054 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 7994 members 
Mstep: Class 65 contains 501 members 
Mstep: Class 66 contains 667 members 
Mstep: Class 67 contains 2672 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 708 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 4487 members 
Mstep: Class 75 contains 429 members 
Entering Unmasked Estep 
Score: -147542016.000000 Penalty: 260176.640625
Splitting cluster 12 changes total score from -147542752.000000 to -147542016.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (3334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Entering Unmasked Estep 
Score: -415476.625000 Penalty: 2011.758179
	Iteration 0F: 2 clusters Score -415476.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -411954.687500 Penalty: 4023.516357
	Iteration 0F: 3 clusters Score -411954.7 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -412654.750000 Penalty: 4023.516357
	Iteration 1F: 3 clusters Score -412654.8 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -412816.468750 Penalty: 4023.516357
	Iteration 2F: 3 clusters Score -412816.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -412917.375000 Penalty: 4023.516357
	Iteration 3Q: 3 clusters Score -412917.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -412975.031250 Penalty: 4023.516357
	Iteration 4Q: 3 clusters Score -412975 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -413027.875000 Penalty: 4023.516357
	Iteration 5Q: 3 clusters Score -413027.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -413079.218750 Penalty: 4023.516357
	Iteration 6Q: 3 clusters Score -413079.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -413129.937500 Penalty: 4023.516357
	Iteration 7Q: 3 clusters Score -413129.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -413167.500000 Penalty: 4023.516357
	Iteration 8Q: 3 clusters Score -413167.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -413199.531250 Penalty: 4023.516357
	Iteration 9Q: 3 clusters Score -413199.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -413225.437500 Penalty: 4023.516357
	Iteration 10Q: 3 clusters Score -413225.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -413244.156250 Penalty: 4023.516357
	Iteration 11Q: 3 clusters Score -413244.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -413257.531250 Penalty: 4023.516357
	Iteration 12Q: 3 clusters Score -413257.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -413274.156250 Penalty: 4023.516357
	Iteration 13Q: 3 clusters Score -413274.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -413286.187500 Penalty: 4023.516357
	Iteration 14Q: 3 clusters Score -413286.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -413298.625000 Penalty: 4023.516357
	Iteration 15Q: 3 clusters Score -413298.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -413313.718750 Penalty: 4023.516357
	Iteration 16Q: 3 clusters Score -413313.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -413325.312500 Penalty: 4023.516357
	Iteration 17Q: 3 clusters Score -413325.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -413334.375000 Penalty: 4023.516357
	Iteration 18Q: 3 clusters Score -413334.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -413347.187500 Penalty: 4023.516357
	Iteration 19Q: 3 clusters Score -413347.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -413361.437500 Penalty: 4023.516357
	Iteration 20F: 3 clusters Score -413361.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -413378.406250 Penalty: 4023.516357
	Iteration 21Q: 3 clusters Score -413378.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -413395.375000 Penalty: 4023.516357
	Iteration 22Q: 3 clusters Score -413395.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -413409.468750 Penalty: 4023.516357
	Iteration 23Q: 3 clusters Score -413409.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -413419.718750 Penalty: 4023.516357
	Iteration 24Q: 3 clusters Score -413419.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -413432.250000 Penalty: 4023.516357
	Iteration 25Q: 3 clusters Score -413432.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -413445.625000 Penalty: 4023.516357
	Iteration 26Q: 3 clusters Score -413445.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -413456.718750 Penalty: 4023.516357
	Iteration 27Q: 3 clusters Score -413456.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -413467.875000 Penalty: 4023.516357
	Iteration 28Q: 3 clusters Score -413467.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -413476.781250 Penalty: 4023.516357
	Iteration 29Q: 3 clusters Score -413476.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -413487.250000 Penalty: 4023.516357
	Iteration 30Q: 3 clusters Score -413487.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -413495.437500 Penalty: 4023.516357
	Iteration 31Q: 3 clusters Score -413495.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -413500.093750 Penalty: 4023.516357
	Iteration 32Q: 3 clusters Score -413500.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -413503.718750 Penalty: 4023.516357
	Iteration 33Q: 3 clusters Score -413503.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -413505.718750 Penalty: 4023.516357
	Iteration 34Q: 3 clusters Score -413505.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -413508.531250 Penalty: 4023.516357
	Iteration 35Q: 3 clusters Score -413508.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -413512.375000 Penalty: 4023.516357
	Iteration 36Q: 3 clusters Score -413512.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -413516.781250 Penalty: 4023.516357
	Iteration 37Q: 3 clusters Score -413516.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -413523.656250 Penalty: 4023.516357
	Iteration 38Q: 3 clusters Score -413523.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -413531.812500 Penalty: 4023.516357
	Iteration 39Q: 3 clusters Score -413531.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -413538.468750 Penalty: 4023.516357
	Iteration 40F: 3 clusters Score -413538.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -413544.562500 Penalty: 4023.516357
	Iteration 41Q: 3 clusters Score -413544.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -413549.593750 Penalty: 4023.516357
	Iteration 42Q: 3 clusters Score -413549.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -413554.562500 Penalty: 4023.516357
	Iteration 43Q: 3 clusters Score -413554.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -413558.781250 Penalty: 4023.516357
	Iteration 44Q: 3 clusters Score -413558.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -413561.937500 Penalty: 4023.516357
	Iteration 45Q: 3 clusters Score -413561.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -413565.406250 Penalty: 4023.516357
	Iteration 46Q: 3 clusters Score -413565.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -413568.031250 Penalty: 4023.516357
	Iteration 47Q: 3 clusters Score -413568 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -413570.562500 Penalty: 4023.516357
	Iteration 48Q: 3 clusters Score -413570.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -413572.562500 Penalty: 4023.516357
	Iteration 49Q: 3 clusters Score -413572.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -413574.218750 Penalty: 4023.516357
	Iteration 50Q: 3 clusters Score -413574.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -413574.218750 Penalty: 4023.516357
	Iteration 51F: 3 clusters Score -413574.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (36129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36129 members 
Entering Unmasked Estep 
Score: -4552761.500000 Penalty: 2602.723145
	Iteration 0F: 2 clusters Score -4552762 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18077 members 
Mstep: Class 2 contains 18052 members 
Entering Unmasked Estep 
Score: -4528089.000000 Penalty: 5205.446289
	Iteration 0F: 3 clusters Score -4528089 nChanged 16473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18012 members 
Mstep: Class 2 contains 18117 members 
Entering Unmasked Estep 
Score: -4537176.500000 Penalty: 5205.446289
	Iteration 1F: 3 clusters Score -4537176 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17889 members 
Mstep: Class 2 contains 18240 members 
Entering Unmasked Estep 
Score: -4537697.500000 Penalty: 5205.446289
	Iteration 2Q: 3 clusters Score -4537698 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17746 members 
Mstep: Class 2 contains 18383 members 
Entering Unmasked Estep 
Score: -4538220.000000 Penalty: 5205.446289
	Iteration 3Q: 3 clusters Score -4538220 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17522 members 
Mstep: Class 2 contains 18607 members 
Entering Unmasked Estep 
Score: -4538784.000000 Penalty: 5205.446289
	Iteration 4Q: 3 clusters Score -4538784 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17187 members 
Mstep: Class 2 contains 18942 members 
Entering Unmasked Estep 
Score: -4539411.000000 Penalty: 5205.446289
	Iteration 5Q: 3 clusters Score -4539411 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16797 members 
Mstep: Class 2 contains 19332 members 
Entering Unmasked Estep 
Score: -4540114.500000 Penalty: 5205.446289
	Iteration 6Q: 3 clusters Score -4540114 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16225 members 
Mstep: Class 2 contains 19904 members 
Entering Unmasked Estep 
Score: -4540999.000000 Penalty: 5205.446289
	Iteration 7Q: 3 clusters Score -4540999 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15480 members 
Mstep: Class 2 contains 20649 members 
Entering Unmasked Estep 
Score: -4542071.500000 Penalty: 5205.446289
	Iteration 8F: 3 clusters Score -4542072 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14588 members 
Mstep: Class 2 contains 21541 members 
Entering Unmasked Estep 
Score: -4543359.500000 Penalty: 5205.446289
	Iteration 9F: 3 clusters Score -4543360 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13630 members 
Mstep: Class 2 contains 22499 members 
Entering Unmasked Estep 
Score: -4544787.500000 Penalty: 5205.446289
	Iteration 10F: 3 clusters Score -4544788 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12757 members 
Mstep: Class 2 contains 23372 members 
Entering Unmasked Estep 
Score: -4546220.500000 Penalty: 5205.446289
	Iteration 11F: 3 clusters Score -4546220 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12059 members 
Mstep: Class 2 contains 24070 members 
Entering Unmasked Estep 
Score: -4547306.500000 Penalty: 5205.446289
	Iteration 12Q: 3 clusters Score -4547306 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11511 members 
Mstep: Class 2 contains 24618 members 
Entering Unmasked Estep 
Score: -4548001.500000 Penalty: 5205.446289
	Iteration 13Q: 3 clusters Score -4548002 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11056 members 
Mstep: Class 2 contains 25073 members 
Entering Unmasked Estep 
Score: -4548372.000000 Penalty: 5205.446289
	Iteration 14Q: 3 clusters Score -4548372 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 25510 members 
Entering Unmasked Estep 
Score: -4548605.000000 Penalty: 5205.446289
	Iteration 15Q: 3 clusters Score -4548605 nChanged 541
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10240 members 
Mstep: Class 2 contains 25889 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -4548773 nChanged 468
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9872 members 
Mstep: Class 2 contains 26257 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -4548944 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 26595 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -4549063 nChanged 366
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 26931 members 
Entering Unmasked Estep 
Score: -4549191.500000 Penalty: 5205.446289
	Iteration 19Q: 3 clusters Score -4549192 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 27268 members 
Entering Unmasked Estep 
Score: -4549281.000000 Penalty: 5205.446289
	Iteration 20F: 3 clusters Score -4549281 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 27583 members 
Entering Unmasked Estep 
Score: -4549376.500000 Penalty: 5205.446289
	Iteration 21Q: 3 clusters Score -4549376 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 27892 members 
Entering Unmasked Estep 
Score: -4549474.500000 Penalty: 5205.446289
	Iteration 22Q: 3 clusters Score -4549474 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 28203 members 
Entering Unmasked Estep 
Score: -4549563.500000 Penalty: 5205.446289
	Iteration 23Q: 3 clusters Score -4549564 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 28474 members 
Entering Unmasked Estep 
Score: -4549635.500000 Penalty: 5205.446289
	Iteration 24Q: 3 clusters Score -4549636 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 28758 members 
Entering Unmasked Estep 
Score: -4549736.500000 Penalty: 5205.446289
	Iteration 25Q: 3 clusters Score -4549736 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 29031 members 
Entering Unmasked Estep 
Score: -4549823.500000 Penalty: 5205.446289
	Iteration 26Q: 3 clusters Score -4549824 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 29257 members 
Entering Unmasked Estep 
Score: -4549901.000000 Penalty: 5205.446289
	Iteration 27Q: 3 clusters Score -4549901 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 29486 members 
Entering Unmasked Estep 
Score: -4549960.500000 Penalty: 5205.446289
	Iteration 28Q: 3 clusters Score -4549960 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 29722 members 
Entering Unmasked Estep 
Score: -4550023.500000 Penalty: 5205.446289
	Iteration 29Q: 3 clusters Score -4550024 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 29942 members 
Entering Unmasked Estep 
Score: -4550087.000000 Penalty: 5205.446289
	Iteration 30Q: 3 clusters Score -4550087 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 30144 members 
Entering Unmasked Estep 
Score: -4550136.000000 Penalty: 5205.446289
	Iteration 31Q: 3 clusters Score -4550136 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 30372 members 
Entering Unmasked Estep 
Score: -4550198.000000 Penalty: 5205.446289
	Iteration 32Q: 3 clusters Score -4550198 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 30578 members 
Entering Unmasked Estep 
Score: -4550265.000000 Penalty: 5205.446289
	Iteration 33Q: 3 clusters Score -4550265 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 30767 members 
Entering Unmasked Estep 
Score: -4550306.500000 Penalty: 5205.446289
	Iteration 34Q: 3 clusters Score -4550306 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 30967 members 
Entering Unmasked Estep 
Score: -4550372.000000 Penalty: 5205.446289
	Iteration 35Q: 3 clusters Score -4550372 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 31158 members 
Entering Unmasked Estep 
Score: -4550443.000000 Penalty: 5205.446289
	Iteration 36Q: 3 clusters Score -4550443 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 31342 members 
Entering Unmasked Estep 
Score: -4550495.000000 Penalty: 5205.446289
	Iteration 37Q: 3 clusters Score -4550495 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 31532 members 
Entering Unmasked Estep 
Score: -4550556.000000 Penalty: 5205.446289
	Iteration 38Q: 3 clusters Score -4550556 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 31714 members 
Entering Unmasked Estep 
Score: -4550631.000000 Penalty: 5205.446289
	Iteration 39Q: 3 clusters Score -4550631 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 31878 members 
Entering Unmasked Estep 
Score: -4550693.000000 Penalty: 5205.446289
	Iteration 40F: 3 clusters Score -4550693 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 32028 members 
Entering Unmasked Estep 
Score: -4550753.000000 Penalty: 5205.446289
	Iteration 41Q: 3 clusters Score -4550753 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 32188 members 
Entering Unmasked Estep 
Score: -4550798.500000 Penalty: 5205.446289
	Iteration 42Q: 3 clusters Score -4550798 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 32319 members 
Entering Unmasked Estep 
Score: -4550831.500000 Penalty: 5205.446289
	Iteration 43Q: 3 clusters Score -4550832 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 32427 members 
Entering Unmasked Estep 
Score: -4550874.000000 Penalty: 5205.446289
	Iteration 44Q: 3 clusters Score -4550874 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 32515 members 
Entering Unmasked Estep 
Score: -4550898.500000 Penalty: 5205.446289
	Iteration 45Q: 3 clusters Score -4550898 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 32596 members 
Entering Unmasked Estep 
Score: -4550919.000000 Penalty: 5205.446289
	Iteration 46Q: 3 clusters Score -4550919 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 32667 members 
Entering Unmasked Estep 
Score: -4550936.500000 Penalty: 5205.446289
	Iteration 47Q: 3 clusters Score -4550936 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 32743 members 
Entering Unmasked Estep 
Score: -4550951.500000 Penalty: 5205.446289
	Iteration 48Q: 3 clusters Score -4550952 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 32807 members 
Entering Unmasked Estep 
Score: -4550975.000000 Penalty: 5205.446289
	Iteration 49Q: 3 clusters Score -4550975 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 32872 members 
Entering Unmasked Estep 
Score: -4550987.500000 Penalty: 5205.446289
	Iteration 50Q: 3 clusters Score -4550988 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 32941 members 
Entering Unmasked Estep 
Score: -4551000.500000 Penalty: 5205.446289
	Iteration 51Q: 3 clusters Score -4551000 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 32989 members 
Entering Unmasked Estep 
Score: -4551018.500000 Penalty: 5205.446289
	Iteration 52Q: 3 clusters Score -4551018 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 33033 members 
Entering Unmasked Estep 
Score: -4551030.500000 Penalty: 5205.446289
	Iteration 53Q: 3 clusters Score -4551030 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 33076 members 
Entering Unmasked Estep 
Score: -4551036.000000 Penalty: 5205.446289
	Iteration 54Q: 3 clusters Score -4551036 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 33115 members 
Entering Unmasked Estep 
Score: -4551045.500000 Penalty: 5205.446289
	Iteration 55Q: 3 clusters Score -4551046 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 33143 members 
Entering Unmasked Estep 
Score: -4551056.000000 Penalty: 5205.446289
	Iteration 56Q: 3 clusters Score -4551056 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 33170 members 
Entering Unmasked Estep 
Score: -4551057.000000 Penalty: 5205.446289
	Iteration 57Q: 3 clusters Score -4551057 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 33185 members 
Entering Unmasked Estep 
Score: -4551047.500000 Penalty: 5205.446289
	Iteration 58Q: 3 clusters Score -4551048 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 33197 members 
Entering Unmasked Estep 
Score: -4551059.000000 Penalty: 5205.446289
	Iteration 59Q: 3 clusters Score -4551059 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 33212 members 
Entering Unmasked Estep 
Score: -4551055.500000 Penalty: 5205.446289
	Iteration 60F: 3 clusters Score -4551056 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 33223 members 
Entering Unmasked Estep 
Score: -4551060.500000 Penalty: 5205.446289
	Iteration 61Q: 3 clusters Score -4551060 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 33238 members 
Entering Unmasked Estep 
Score: -4551064.000000 Penalty: 5205.446289
	Iteration 62Q: 3 clusters Score -4551064 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 33244 members 
Entering Unmasked Estep 
Score: -4551066.000000 Penalty: 5205.446289
	Iteration 63Q: 3 clusters Score -4551066 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 33253 members 
Entering Unmasked Estep 
Score: -4551071.500000 Penalty: 5205.446289
	Iteration 64Q: 3 clusters Score -4551072 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 33260 members 
Entering Unmasked Estep 
Score: -4551066.500000 Penalty: 5205.446289
	Iteration 65Q: 3 clusters Score -4551066 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 33267 members 
Entering Unmasked Estep 
Score: -4551064.000000 Penalty: 5205.446289
	Iteration 66Q: 3 clusters Score -4551064 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 33275 members 
Entering Unmasked Estep 
Score: -4551067.000000 Penalty: 5205.446289
	Iteration 67Q: 3 clusters Score -4551067 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 33285 members 
Entering Unmasked Estep 
Score: -4551068.500000 Penalty: 5205.446289
	Iteration 68Q: 3 clusters Score -4551068 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 33299 members 
Entering Unmasked Estep 
Score: -4551071.000000 Penalty: 5205.446289
	Iteration 69Q: 3 clusters Score -4551071 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 33312 members 
Entering Unmasked Estep 
Score: -4551077.000000 Penalty: 5205.446289
	Iteration 70Q: 3 clusters Score -4551077 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 33324 members 
Entering Unmasked Estep 
Score: -4551077.500000 Penalty: 5205.446289
	Iteration 71Q: 3 clusters Score -4551078 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 33333 members 
Entering Unmasked Estep 
Score: -4551084.000000 Penalty: 5205.446289
	Iteration 72Q: 3 clusters Score -4551084 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 33338 members 
Entering Unmasked Estep 
Score: -4551088.500000 Penalty: 5205.446289
	Iteration 73Q: 3 clusters Score -4551088 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 33346 members 
Entering Unmasked Estep 
Score: -4551082.500000 Penalty: 5205.446289
	Iteration 74Q: 3 clusters Score -4551082 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 33355 members 
Entering Unmasked Estep 
Score: -4551086.500000 Penalty: 5205.446289
	Iteration 75Q: 3 clusters Score -4551086 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 33363 members 
Entering Unmasked Estep 
Score: -4551083.000000 Penalty: 5205.446289
	Iteration 76Q: 3 clusters Score -4551083 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 33367 members 
Entering Unmasked Estep 
Score: -4551082.000000 Penalty: 5205.446289
	Iteration 77Q: 3 clusters Score -4551082 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 33370 members 
Entering Unmasked Estep 
Score: -4551088.000000 Penalty: 5205.446289
	Iteration 78Q: 3 clusters Score -4551088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 33373 members 
Entering Unmasked Estep 
Score: -4551089.000000 Penalty: 5205.446289
	Iteration 79Q: 3 clusters Score -4551089 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 33376 members 
Entering Unmasked Estep 
Score: -4551086.000000 Penalty: 5205.446289
	Iteration 80F: 3 clusters Score -4551086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 33378 members 
Entering Unmasked Estep 
Score: -4551088.500000 Penalty: 5205.446289
	Iteration 81Q: 3 clusters Score -4551088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 33379 members 
Entering Unmasked Estep 
Score: -4551088.000000 Penalty: 5205.446289
	Iteration 82Q: 3 clusters Score -4551088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 33382 members 
Entering Unmasked Estep 
Score: -4551085.500000 Penalty: 5205.446289
	Iteration 83Q: 3 clusters Score -4551086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 33383 members 
Entering Unmasked Estep 
Score: -4551084.500000 Penalty: 5205.446289
	Iteration 84Q: 3 clusters Score -4551084 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 33385 members 
Entering Unmasked Estep 
Score: -4551087.500000 Penalty: 5205.446289
	Iteration 85Q: 3 clusters Score -4551088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 33388 members 
Entering Unmasked Estep 
Score: -4551091.500000 Penalty: 5205.446289
	Iteration 86Q: 3 clusters Score -4551092 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 33391 members 
Entering Unmasked Estep 
Score: -4551090.500000 Penalty: 5205.446289
	Iteration 87Q: 3 clusters Score -4551090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 33393 members 
Entering Unmasked Estep 
Score: -4551091.500000 Penalty: 5205.446289
	Iteration 88Q: 3 clusters Score -4551092 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 33394 members 
Entering Unmasked Estep 
Score: -4551092.500000 Penalty: 5205.446289
	Iteration 89Q: 3 clusters Score -4551092 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 33399 members 
Entering Unmasked Estep 
Score: -4551090.000000 Penalty: 5205.446289
	Iteration 90Q: 3 clusters Score -4551090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 33400 members 
Entering Unmasked Estep 
Score: -4551086.500000 Penalty: 5205.446289
	Iteration 91Q: 3 clusters Score -4551086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 33402 members 
Entering Unmasked Estep 
Score: -4551089.500000 Penalty: 5205.446289
	Iteration 92Q: 3 clusters Score -4551090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 33403 members 
Entering Unmasked Estep 
Score: -4551088.000000 Penalty: 5205.446289
	Iteration 93Q: 3 clusters Score -4551088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 33404 members 
Entering Unmasked Estep 
Score: -4551089.500000 Penalty: 5205.446289
	Iteration 94Q: 3 clusters Score -4551090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 33406 members 
Entering Unmasked Estep 
Score: -4551093.500000 Penalty: 5205.446289
	Iteration 95Q: 3 clusters Score -4551094 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 33406 members 
Entering Unmasked Estep 
Score: -4551096.000000 Penalty: 5205.446289
	Iteration 96Q: 3 clusters Score -4551096 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 33406 members 
Entering Unmasked Estep 
Score: -4551096.000000 Penalty: 5205.446289
	Iteration 97F: 3 clusters Score -4551096 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (181565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181565 members 
Entering Unmasked Estep 
Score: -23375332.000000 Penalty: 3003.123535
	Iteration 0F: 2 clusters Score -2.337533e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90992 members 
Mstep: Class 2 contains 90573 members 
Entering Unmasked Estep 
Score: -23253890.000000 Penalty: 6006.247070
	Iteration 0F: 3 clusters Score -2.325389e+07 nChanged 87444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93522 members 
Mstep: Class 2 contains 88043 members 
Entering Unmasked Estep 
Score: -23305230.000000 Penalty: 6006.247070
	Iteration 1F: 3 clusters Score -2.330523e+07 nChanged 4474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95434 members 
Mstep: Class 2 contains 86131 members 
Entering Unmasked Estep 
Score: -23305986.000000 Penalty: 6006.247070
	Iteration 2Q: 3 clusters Score -2.330599e+07 nChanged 4735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98491 members 
Mstep: Class 2 contains 83074 members 
Entering Unmasked Estep 
Score: -23307034.000000 Penalty: 6006.247070
	Iteration 3Q: 3 clusters Score -2.330703e+07 nChanged 5660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103255 members 
Mstep: Class 2 contains 78310 members 
Entering Unmasked Estep 
Score: -23308612.000000 Penalty: 6006.247070
	Iteration 4Q: 3 clusters Score -2.330861e+07 nChanged 7577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110520 members 
Mstep: Class 2 contains 71045 members 
Entering Unmasked Estep 
Score: -23311716.000000 Penalty: 6006.247070
	Iteration 5Q: 3 clusters Score -2.331172e+07 nChanged 10880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121326 members 
Mstep: Class 2 contains 60239 members 
Entering Unmasked Estep 
Score: -23317664.000000 Penalty: 6006.247070
	Iteration 6F: 3 clusters Score -2.331766e+07 nChanged 15104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136414 members 
Mstep: Class 2 contains 45151 members 
Entering Unmasked Estep 
Score: -23329078.000000 Penalty: 6006.247070
	Iteration 7F: 3 clusters Score -2.332908e+07 nChanged 17766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154174 members 
Mstep: Class 2 contains 27391 members 
Entering Unmasked Estep 
Score: -23346044.000000 Penalty: 6006.247070
	Iteration 8F: 3 clusters Score -2.334604e+07 nChanged 15233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169405 members 
Mstep: Class 2 contains 12160 members 
Entering Unmasked Estep 
Score: -23361808.000000 Penalty: 6006.247070
	Iteration 9F: 3 clusters Score -2.336181e+07 nChanged 8197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177600 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -23369608.000000 Penalty: 6006.247070
	Iteration 10Q: 3 clusters Score -2.336961e+07 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180215 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -23371666.000000 Penalty: 6006.247070
	Iteration 11Q: 3 clusters Score -2.337167e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180944 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -23372316.000000 Penalty: 6006.247070
	Iteration 12Q: 3 clusters Score -2.337232e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181118 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -23372526.000000 Penalty: 6006.247070
	Iteration 13Q: 3 clusters Score -2.337253e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181168 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -23372676.000000 Penalty: 6006.247070
	Iteration 14Q: 3 clusters Score -2.337268e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181178 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -23372754.000000 Penalty: 6006.247070
	Iteration 15Q: 3 clusters Score -2.337275e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181180 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -23372806.000000 Penalty: 6006.247070
	Iteration 16Q: 3 clusters Score -2.337281e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181183 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -23372816.000000 Penalty: 6006.247070
	Iteration 17Q: 3 clusters Score -2.337282e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181186 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -23372824.000000 Penalty: 6006.247070
	Iteration 18Q: 3 clusters Score -2.337282e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181185 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -23372826.000000 Penalty: 6006.247070
	Iteration 19Q: 3 clusters Score -2.337283e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181185 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -23372862.000000 Penalty: 6006.247070
	Iteration 20F: 3 clusters Score -2.337286e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181184 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -23372850.000000 Penalty: 6006.247070
	Iteration 21Q: 3 clusters Score -2.337285e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181188 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -23372878.000000 Penalty: 6006.247070
	Iteration 22Q: 3 clusters Score -2.337288e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181185 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -23372900.000000 Penalty: 6006.247070
	Iteration 23Q: 3 clusters Score -2.33729e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181187 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -23372900.000000 Penalty: 6006.247070
	Iteration 24Q: 3 clusters Score -2.33729e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181188 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -23372918.000000 Penalty: 6006.247070
	Iteration 25Q: 3 clusters Score -2.337292e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181189 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -23372920.000000 Penalty: 6006.247070
	Iteration 26Q: 3 clusters Score -2.337292e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181192 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -23372922.000000 Penalty: 6006.247070
	Iteration 27Q: 3 clusters Score -2.337292e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181192 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -23372926.000000 Penalty: 6006.247070
	Iteration 28Q: 3 clusters Score -2.337293e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181191 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -23372932.000000 Penalty: 6006.247070
	Iteration 29Q: 3 clusters Score -2.337293e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181191 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -23372934.000000 Penalty: 6006.247070
	Iteration 30Q: 3 clusters Score -2.337293e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181190 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -23372912.000000 Penalty: 6006.247070
	Iteration 31Q: 3 clusters Score -2.337291e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181190 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -23372912.000000 Penalty: 6006.247070
	Iteration 32F: 3 clusters Score -2.337291e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (23118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23118 members 
Entering Unmasked Estep 
Score: -2919456.250000 Penalty: 2491.994873
	Iteration 0F: 2 clusters Score -2919456 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11683 members 
Mstep: Class 2 contains 11435 members 
Entering Unmasked Estep 
Score: -2903386.500000 Penalty: 4983.989746
	Iteration 0F: 3 clusters Score -2903386 nChanged 10352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12097 members 
Mstep: Class 2 contains 11021 members 
Entering Unmasked Estep 
Score: -2909032.000000 Penalty: 4983.989746
	Iteration 1F: 3 clusters Score -2909032 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12378 members 
Mstep: Class 2 contains 10740 members 
Entering Unmasked Estep 
Score: -2909602.750000 Penalty: 4983.989746
	Iteration 2F: 3 clusters Score -2909603 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12712 members 
Mstep: Class 2 contains 10406 members 
Entering Unmasked Estep 
Score: -2910135.500000 Penalty: 4983.989746
	Iteration 3F: 3 clusters Score -2910136 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13208 members 
Mstep: Class 2 contains 9910 members 
Entering Unmasked Estep 
Score: -2910709.500000 Penalty: 4983.989746
	Iteration 4Q: 3 clusters Score -2910710 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13817 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -2911330.500000 Penalty: 4983.989746
	Iteration 5F: 3 clusters Score -2911330 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14598 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -2912124.000000 Penalty: 4983.989746
	Iteration 6F: 3 clusters Score -2912124 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15555 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -2913135.000000 Penalty: 4983.989746
	Iteration 7F: 3 clusters Score -2913135 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16520 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -2914196.250000 Penalty: 4983.989746
	Iteration 8F: 3 clusters Score -2914196 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17322 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -2915119.000000 Penalty: 4983.989746
	Iteration 9F: 3 clusters Score -2915119 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17920 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -2915840.250000 Penalty: 4983.989746
	Iteration 10Q: 3 clusters Score -2915840 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18313 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -2916306.000000 Penalty: 4983.989746
	Iteration 11Q: 3 clusters Score -2916306 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18570 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -2916592.250000 Penalty: 4983.989746
	Iteration 12Q: 3 clusters Score -2916592 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18755 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -2916782.250000 Penalty: 4983.989746
	Iteration 13Q: 3 clusters Score -2916782 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18927 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -2916919.750000 Penalty: 4983.989746
	Iteration 14Q: 3 clusters Score -2916920 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19086 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -2917033.250000 Penalty: 4983.989746
	Iteration 15Q: 3 clusters Score -2917033 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19205 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -2917099.750000 Penalty: 4983.989746
	Iteration 16Q: 3 clusters Score -2917100 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19323 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -2917139.750000 Penalty: 4983.989746
	Iteration 17Q: 3 clusters Score -2917140 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19428 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -2917198.250000 Penalty: 4983.989746
	Iteration 18Q: 3 clusters Score -2917198 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19535 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -2917242.500000 Penalty: 4983.989746
	Iteration 19Q: 3 clusters Score -2917242 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19637 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -2917286.500000 Penalty: 4983.989746
	Iteration 20F: 3 clusters Score -2917286 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19744 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -2917329.750000 Penalty: 4983.989746
	Iteration 21Q: 3 clusters Score -2917330 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19839 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -2917358.500000 Penalty: 4983.989746
	Iteration 22Q: 3 clusters Score -2917358 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19925 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -2917401.500000 Penalty: 4983.989746
	Iteration 23Q: 3 clusters Score -2917402 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19991 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -2917418.500000 Penalty: 4983.989746
	Iteration 24Q: 3 clusters Score -2917418 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20067 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -2917455.250000 Penalty: 4983.989746
	Iteration 25Q: 3 clusters Score -2917455 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20136 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -2917471.000000 Penalty: 4983.989746
	Iteration 26Q: 3 clusters Score -2917471 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20198 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -2917490.000000 Penalty: 4983.989746
	Iteration 27Q: 3 clusters Score -2917490 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20246 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -2917500.750000 Penalty: 4983.989746
	Iteration 28Q: 3 clusters Score -2917501 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20283 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -2917511.750000 Penalty: 4983.989746
	Iteration 29Q: 3 clusters Score -2917512 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20323 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -2917523.750000 Penalty: 4983.989746
	Iteration 30Q: 3 clusters Score -2917524 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20350 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -2917526.250000 Penalty: 4983.989746
	Iteration 31Q: 3 clusters Score -2917526 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20368 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -2917532.750000 Penalty: 4983.989746
	Iteration 32Q: 3 clusters Score -2917533 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20391 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -2917538.500000 Penalty: 4983.989746
	Iteration 33Q: 3 clusters Score -2917538 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20410 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -2917542.250000 Penalty: 4983.989746
	Iteration 34Q: 3 clusters Score -2917542 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20435 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -2917544.250000 Penalty: 4983.989746
	Iteration 35Q: 3 clusters Score -2917544 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20456 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -2917549.750000 Penalty: 4983.989746
	Iteration 36Q: 3 clusters Score -2917550 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20479 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -2917562.250000 Penalty: 4983.989746
	Iteration 37Q: 3 clusters Score -2917562 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20515 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -2917586.750000 Penalty: 4983.989746
	Iteration 38Q: 3 clusters Score -2917587 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20543 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -2917584.500000 Penalty: 4983.989746
	Iteration 39Q: 3 clusters Score -2917584 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20565 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -2917583.250000 Penalty: 4983.989746
	Iteration 40F: 3 clusters Score -2917583 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20588 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -2917600.750000 Penalty: 4983.989746
	Iteration 41Q: 3 clusters Score -2917601 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20617 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -2917608.750000 Penalty: 4983.989746
	Iteration 42Q: 3 clusters Score -2917609 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20643 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -2917621.000000 Penalty: 4983.989746
	Iteration 43Q: 3 clusters Score -2917621 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20668 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -2917612.500000 Penalty: 4983.989746
	Iteration 44Q: 3 clusters Score -2917612 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20680 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -2917618.500000 Penalty: 4983.989746
	Iteration 45Q: 3 clusters Score -2917618 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20698 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -2917619.500000 Penalty: 4983.989746
	Iteration 46Q: 3 clusters Score -2917620 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20713 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -2917628.500000 Penalty: 4983.989746
	Iteration 47Q: 3 clusters Score -2917628 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20728 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -2917636.250000 Penalty: 4983.989746
	Iteration 48Q: 3 clusters Score -2917636 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20740 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -2917635.500000 Penalty: 4983.989746
	Iteration 49Q: 3 clusters Score -2917636 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20750 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -2917638.750000 Penalty: 4983.989746
	Iteration 50Q: 3 clusters Score -2917639 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20756 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -2917638.250000 Penalty: 4983.989746
	Iteration 51Q: 3 clusters Score -2917638 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20761 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -2917640.500000 Penalty: 4983.989746
	Iteration 52Q: 3 clusters Score -2917640 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20766 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -2917639.250000 Penalty: 4983.989746
	Iteration 53Q: 3 clusters Score -2917639 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20769 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -2917641.250000 Penalty: 4983.989746
	Iteration 54Q: 3 clusters Score -2917641 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20775 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -2917638.250000 Penalty: 4983.989746
	Iteration 55Q: 3 clusters Score -2917638 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20783 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -2917651.500000 Penalty: 4983.989746
	Iteration 56Q: 3 clusters Score -2917652 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20792 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -2917645.250000 Penalty: 4983.989746
	Iteration 57Q: 3 clusters Score -2917645 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20801 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -2917642.250000 Penalty: 4983.989746
	Iteration 58Q: 3 clusters Score -2917642 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20809 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -2917642.750000 Penalty: 4983.989746
	Iteration 59Q: 3 clusters Score -2917643 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20814 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -2917648.000000 Penalty: 4983.989746
	Iteration 60F: 3 clusters Score -2917648 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20817 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -2917652.750000 Penalty: 4983.989746
	Iteration 61Q: 3 clusters Score -2917653 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20817 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -2917652.750000 Penalty: 4983.989746
	Iteration 62F: 3 clusters Score -2917653 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Entering Unmasked Estep 
Score: -51356.449219 Penalty: 1561.225952
	Iteration 0F: 2 clusters Score -51356.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -49965.468750 Penalty: 3122.451904
	Iteration 0F: 3 clusters Score -49965.47 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -50420.878906 Penalty: 3122.451904
	Iteration 1F: 3 clusters Score -50420.88 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -50917.820312 Penalty: 3122.451904
	Iteration 2F: 3 clusters Score -50917.82 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -51562.019531 Penalty: 3122.451904
	Iteration 3F: 3 clusters Score -51562.02 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -51866.062500 Penalty: 3122.451904
	Iteration 4F: 3 clusters Score -51866.06 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -52001.328125 Penalty: 3122.451904
	Iteration 5Q: 3 clusters Score -52001.33 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -52115.339844 Penalty: 3122.451904
	Iteration 6Q: 3 clusters Score -52115.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -52136.832031 Penalty: 3122.451904
	Iteration 7Q: 3 clusters Score -52136.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -52145.035156 Penalty: 3122.451904
	Iteration 8Q: 3 clusters Score -52145.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -52175.562500 Penalty: 3122.451904
	Iteration 9Q: 3 clusters Score -52175.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -52213.484375 Penalty: 3122.451904
	Iteration 10Q: 3 clusters Score -52213.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -52227.218750 Penalty: 3122.451904
	Iteration 11Q: 3 clusters Score -52227.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -52240.917969 Penalty: 3122.451904
	Iteration 12Q: 3 clusters Score -52240.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -52240.917969 Penalty: 3122.451904
	Iteration 13F: 3 clusters Score -52240.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22769 members 
Mstep: Class 2 contains 3563 members 
Mstep: Class 3 contains 1102 members 
Mstep: Class 4 contains 223963 members 
Mstep: Class 5 contains 4132 members 
Mstep: Class 6 contains 2379 members 
Mstep: Class 7 contains 9391 members 
Mstep: Class 8 contains 14059 members 
Mstep: Class 9 contains 7488 members 
Mstep: Class 10 contains 27218 members 
Mstep: Class 11 contains 11582 members 
Mstep: Class 12 contains 969 members 
Mstep: Class 13 contains 3334 members 
Mstep: Class 14 contains 36129 members 
Mstep: Class 15 contains 181565 members 
Mstep: Class 16 contains 23118 members 
Mstep: Class 17 contains 229 members 
Mstep: Class 18 contains 10030 members 
Mstep: Class 19 contains 164656 members 
Mstep: Class 20 contains 55288 members 
Mstep: Class 21 contains 2332 members 
Mstep: Class 22 contains 692 members 
Mstep: Class 23 contains 4372 members 
Mstep: Class 24 contains 3188 members 
Mstep: Class 25 contains 38763 members 
Mstep: Class 26 contains 60578 members 
Mstep: Class 27 contains 28740 members 
Mstep: Class 28 contains 474 members 
Mstep: Class 29 contains 45247 members 
Mstep: Class 30 contains 11088 members 
Mstep: Class 31 contains 6503 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8484 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 3407 members 
Mstep: Class 36 contains 8309 members 
Mstep: Class 37 contains 3953 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1840 members 
Mstep: Class 40 contains 19227 members 
Mstep: Class 41 contains 425 members 
Mstep: Class 42 contains 3013 members 
Mstep: Class 43 contains 4390 members 
Mstep: Class 44 contains 2354 members 
Mstep: Class 45 contains 21928 members 
Mstep: Class 46 contains 13111 members 
Mstep: Class 47 contains 305 members 
Mstep: Class 48 contains 8295 members 
Mstep: Class 49 contains 26891 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 1027 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 3099 members 
Mstep: Class 54 contains 976 members 
Mstep: Class 55 contains 4713 members 
Mstep: Class 56 contains 17268 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 285 members 
Mstep: Class 60 contains 4780 members 
Mstep: Class 61 contains 1767 members 
Mstep: Class 62 contains 1054 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 7994 members 
Mstep: Class 65 contains 501 members 
Mstep: Class 66 contains 667 members 
Mstep: Class 67 contains 2672 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 708 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 4487 members 
Mstep: Class 75 contains 313 members 
Entering Unmasked Estep 
Score: -147541840.000000 Penalty: 260176.640625
Splitting cluster 17 changes total score from -147542752.000000 to -147541840.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (10030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10030 members 
Entering Unmasked Estep 
Score: -1273188.750000 Penalty: 2284.907227
	Iteration 0F: 2 clusters Score -1273189 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -1265532.875000 Penalty: 4569.814453
	Iteration 0F: 3 clusters Score -1265533 nChanged 4146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -1267758.250000 Penalty: 4569.814453
	Iteration 1F: 3 clusters Score -1267758 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -1268115.875000 Penalty: 4569.814453
	Iteration 2F: 3 clusters Score -1268116 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -1268438.000000 Penalty: 4569.814453
	Iteration 3F: 3 clusters Score -1268438 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -1268725.500000 Penalty: 4569.814453
	Iteration 4F: 3 clusters Score -1268726 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -1269012.125000 Penalty: 4569.814453
	Iteration 5Q: 3 clusters Score -1269012 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -1269343.000000 Penalty: 4569.814453
	Iteration 6Q: 3 clusters Score -1269343 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -1269664.250000 Penalty: 4569.814453
	Iteration 7Q: 3 clusters Score -1269664 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -1270002.750000 Penalty: 4569.814453
	Iteration 8Q: 3 clusters Score -1270003 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -1270305.375000 Penalty: 4569.814453
	Iteration 9Q: 3 clusters Score -1270305 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -1270523.500000 Penalty: 4569.814453
	Iteration 10Q: 3 clusters Score -1270524 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -1270694.000000 Penalty: 4569.814453
	Iteration 11Q: 3 clusters Score -1270694 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -1270837.000000 Penalty: 4569.814453
	Iteration 12Q: 3 clusters Score -1270837 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -1270937.125000 Penalty: 4569.814453
	Iteration 13Q: 3 clusters Score -1270937 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -1271013.750000 Penalty: 4569.814453
	Iteration 14Q: 3 clusters Score -1271014 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1271099.500000 Penalty: 4569.814453
	Iteration 15Q: 3 clusters Score -1271100 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -1271165.250000 Penalty: 4569.814453
	Iteration 16Q: 3 clusters Score -1271165 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1271237.875000 Penalty: 4569.814453
	Iteration 17Q: 3 clusters Score -1271238 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -1271297.125000 Penalty: 4569.814453
	Iteration 18Q: 3 clusters Score -1271297 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -1271343.375000 Penalty: 4569.814453
	Iteration 19Q: 3 clusters Score -1271343 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -1271378.500000 Penalty: 4569.814453
	Iteration 20F: 3 clusters Score -1271378 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -1271400.875000 Penalty: 4569.814453
	Iteration 21Q: 3 clusters Score -1271401 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -1271425.125000 Penalty: 4569.814453
	Iteration 22Q: 3 clusters Score -1271425 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -1271444.375000 Penalty: 4569.814453
	Iteration 23Q: 3 clusters Score -1271444 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9318 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -1271475.125000 Penalty: 4569.814453
	Iteration 24Q: 3 clusters Score -1271475 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -1271501.500000 Penalty: 4569.814453
	Iteration 25Q: 3 clusters Score -1271502 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -1271525.875000 Penalty: 4569.814453
	Iteration 26Q: 3 clusters Score -1271526 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9346 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -1271544.875000 Penalty: 4569.814453
	Iteration 27Q: 3 clusters Score -1271545 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -1271556.625000 Penalty: 4569.814453
	Iteration 28Q: 3 clusters Score -1271557 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9346 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -1271564.625000 Penalty: 4569.814453
	Iteration 29Q: 3 clusters Score -1271565 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1271574.750000 Penalty: 4569.814453
	Iteration 30Q: 3 clusters Score -1271575 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -1271579.125000 Penalty: 4569.814453
	Iteration 31Q: 3 clusters Score -1271579 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -1271580.750000 Penalty: 4569.814453
	Iteration 32Q: 3 clusters Score -1271581 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -1271582.875000 Penalty: 4569.814453
	Iteration 33Q: 3 clusters Score -1271583 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1271581.000000 Penalty: 4569.814453
	Iteration 34Q: 3 clusters Score -1271581 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1271581.000000 Penalty: 4569.814453
	Iteration 35F: 3 clusters Score -1271581 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (164656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164656 members 
Entering Unmasked Estep 
Score: -21090524.000000 Penalty: 2978.880127
	Iteration 0F: 2 clusters Score -2.109052e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82123 members 
Mstep: Class 2 contains 82533 members 
Entering Unmasked Estep 
Score: -20980006.000000 Penalty: 5957.760254
	Iteration 0F: 3 clusters Score -2.098001e+07 nChanged 78867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81042 members 
Mstep: Class 2 contains 83614 members 
Entering Unmasked Estep 
Score: -21025914.000000 Penalty: 5957.760254
	Iteration 1F: 3 clusters Score -2.102591e+07 nChanged 4783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80173 members 
Mstep: Class 2 contains 84483 members 
Entering Unmasked Estep 
Score: -21027038.000000 Penalty: 5957.760254
	Iteration 2Q: 3 clusters Score -2.102704e+07 nChanged 4885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78936 members 
Mstep: Class 2 contains 85720 members 
Entering Unmasked Estep 
Score: -21028348.000000 Penalty: 5957.760254
	Iteration 3Q: 3 clusters Score -2.102835e+07 nChanged 5177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77007 members 
Mstep: Class 2 contains 87649 members 
Entering Unmasked Estep 
Score: -21029676.000000 Penalty: 5957.760254
	Iteration 4Q: 3 clusters Score -2.102968e+07 nChanged 5850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74197 members 
Mstep: Class 2 contains 90459 members 
Entering Unmasked Estep 
Score: -21031760.000000 Penalty: 5957.760254
	Iteration 5Q: 3 clusters Score -2.103176e+07 nChanged 6686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70165 members 
Mstep: Class 2 contains 94491 members 
Entering Unmasked Estep 
Score: -21034632.000000 Penalty: 5957.760254
	Iteration 6Q: 3 clusters Score -2.103463e+07 nChanged 7667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64530 members 
Mstep: Class 2 contains 100126 members 
Entering Unmasked Estep 
Score: -21038908.000000 Penalty: 5957.760254
	Iteration 7Q: 3 clusters Score -2.103891e+07 nChanged 8878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56928 members 
Mstep: Class 2 contains 107728 members 
Entering Unmasked Estep 
Score: -21044346.000000 Penalty: 5957.760254
	Iteration 8F: 3 clusters Score -2.104435e+07 nChanged 9951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47589 members 
Mstep: Class 2 contains 117067 members 
Entering Unmasked Estep 
Score: -21051142.000000 Penalty: 5957.760254
	Iteration 9F: 3 clusters Score -2.105114e+07 nChanged 10854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36905 members 
Mstep: Class 2 contains 127751 members 
Entering Unmasked Estep 
Score: -21059202.000000 Penalty: 5957.760254
	Iteration 10F: 3 clusters Score -2.10592e+07 nChanged 10870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26091 members 
Mstep: Class 2 contains 138565 members 
Entering Unmasked Estep 
Score: -21067728.000000 Penalty: 5957.760254
	Iteration 11F: 3 clusters Score -2.106773e+07 nChanged 9522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16577 members 
Mstep: Class 2 contains 148079 members 
Entering Unmasked Estep 
Score: -21075386.000000 Penalty: 5957.760254
	Iteration 12F: 3 clusters Score -2.107539e+07 nChanged 7006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 155083 members 
Entering Unmasked Estep 
Score: -21081066.000000 Penalty: 5957.760254
	Iteration 13Q: 3 clusters Score -2.108107e+07 nChanged 4309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 159388 members 
Entering Unmasked Estep 
Score: -21084428.000000 Penalty: 5957.760254
	Iteration 14Q: 3 clusters Score -2.108443e+07 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 161699 members 
Entering Unmasked Estep 
Score: -21086074.000000 Penalty: 5957.760254
	Iteration 15Q: 3 clusters Score -2.108607e+07 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 162884 members 
Entering Unmasked Estep 
Score: -21086952.000000 Penalty: 5957.760254
	Iteration 16Q: 3 clusters Score -2.108695e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 163442 members 
Entering Unmasked Estep 
Score: -21087338.000000 Penalty: 5957.760254
	Iteration 17Q: 3 clusters Score -2.108734e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 163714 members 
Entering Unmasked Estep 
Score: -21087610.000000 Penalty: 5957.760254
	Iteration 18Q: 3 clusters Score -2.108761e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 163848 members 
Entering Unmasked Estep 
Score: -21087694.000000 Penalty: 5957.760254
	Iteration 19Q: 3 clusters Score -2.108769e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 163940 members 
Entering Unmasked Estep 
Score: -21087754.000000 Penalty: 5957.760254
	Iteration 20F: 3 clusters Score -2.108775e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 163984 members 
Entering Unmasked Estep 
Score: -21087784.000000 Penalty: 5957.760254
	Iteration 21Q: 3 clusters Score -2.108778e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 164019 members 
Entering Unmasked Estep 
Score: -21087818.000000 Penalty: 5957.760254
	Iteration 22Q: 3 clusters Score -2.108782e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 164038 members 
Entering Unmasked Estep 
Score: -21087852.000000 Penalty: 5957.760254
	Iteration 23Q: 3 clusters Score -2.108785e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 164057 members 
Entering Unmasked Estep 
Score: -21087858.000000 Penalty: 5957.760254
	Iteration 24Q: 3 clusters Score -2.108786e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 164070 members 
Entering Unmasked Estep 
Score: -21087874.000000 Penalty: 5957.760254
	Iteration 25Q: 3 clusters Score -2.108787e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 164076 members 
Entering Unmasked Estep 
Score: -21087870.000000 Penalty: 5957.760254
	Iteration 26Q: 3 clusters Score -2.108787e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 164079 members 
Entering Unmasked Estep 
Score: -21087892.000000 Penalty: 5957.760254
	Iteration 27Q: 3 clusters Score -2.108789e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 164087 members 
Entering Unmasked Estep 
Score: -21087890.000000 Penalty: 5957.760254
	Iteration 28Q: 3 clusters Score -2.108789e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 164090 members 
Entering Unmasked Estep 
Score: -21087910.000000 Penalty: 5957.760254
	Iteration 29Q: 3 clusters Score -2.108791e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 164093 members 
Entering Unmasked Estep 
Score: -21087896.000000 Penalty: 5957.760254
	Iteration 30Q: 3 clusters Score -2.10879e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 164095 members 
Entering Unmasked Estep 
Score: -21087880.000000 Penalty: 5957.760254
	Iteration 31Q: 3 clusters Score -2.108788e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 164094 members 
Entering Unmasked Estep 
Score: -21087888.000000 Penalty: 5957.760254
	Iteration 32Q: 3 clusters Score -2.108789e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 164094 members 
Entering Unmasked Estep 
Score: -21087888.000000 Penalty: 5957.760254
	Iteration 33F: 3 clusters Score -2.108789e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (55288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55288 members 
Entering Unmasked Estep 
Score: -6626580.500000 Penalty: 2708.237061
	Iteration 0F: 2 clusters Score -6626580 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27869 members 
Mstep: Class 2 contains 27419 members 
Entering Unmasked Estep 
Score: -6589314.000000 Penalty: 5416.474121
	Iteration 0F: 3 clusters Score -6589314 nChanged 25604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29439 members 
Mstep: Class 2 contains 25849 members 
Entering Unmasked Estep 
Score: -6604338.000000 Penalty: 5416.474121
	Iteration 1F: 3 clusters Score -6604338 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30415 members 
Mstep: Class 2 contains 24873 members 
Entering Unmasked Estep 
Score: -6605361.000000 Penalty: 5416.474121
	Iteration 2Q: 3 clusters Score -6605361 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31673 members 
Mstep: Class 2 contains 23615 members 
Entering Unmasked Estep 
Score: -6606510.000000 Penalty: 5416.474121
	Iteration 3Q: 3 clusters Score -6606510 nChanged 2734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33339 members 
Mstep: Class 2 contains 21949 members 
Entering Unmasked Estep 
Score: -6607862.500000 Penalty: 5416.474121
	Iteration 4Q: 3 clusters Score -6607862 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35425 members 
Mstep: Class 2 contains 19863 members 
Entering Unmasked Estep 
Score: -6609558.500000 Penalty: 5416.474121
	Iteration 5F: 3 clusters Score -6609558 nChanged 3171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37954 members 
Mstep: Class 2 contains 17334 members 
Entering Unmasked Estep 
Score: -6611661.500000 Penalty: 5416.474121
	Iteration 6F: 3 clusters Score -6611662 nChanged 3314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40876 members 
Mstep: Class 2 contains 14412 members 
Entering Unmasked Estep 
Score: -6614031.000000 Penalty: 5416.474121
	Iteration 7F: 3 clusters Score -6614031 nChanged 3175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43781 members 
Mstep: Class 2 contains 11507 members 
Entering Unmasked Estep 
Score: -6616348.000000 Penalty: 5416.474121
	Iteration 8F: 3 clusters Score -6616348 nChanged 2914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46573 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -6618570.500000 Penalty: 5416.474121
	Iteration 9F: 3 clusters Score -6618570 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49002 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -6620462.000000 Penalty: 5416.474121
	Iteration 10Q: 3 clusters Score -6620462 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50868 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -6621860.000000 Penalty: 5416.474121
	Iteration 11Q: 3 clusters Score -6621860 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52157 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -6622800.000000 Penalty: 5416.474121
	Iteration 12Q: 3 clusters Score -6622800 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53008 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -6623440.000000 Penalty: 5416.474121
	Iteration 13Q: 3 clusters Score -6623440 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53515 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -6623815.500000 Penalty: 5416.474121
	Iteration 14Q: 3 clusters Score -6623816 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53819 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -6624076.500000 Penalty: 5416.474121
	Iteration 15Q: 3 clusters Score -6624076 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53998 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -6624203.000000 Penalty: 5416.474121
	Iteration 16Q: 3 clusters Score -6624203 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54113 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -6624288.000000 Penalty: 5416.474121
	Iteration 17Q: 3 clusters Score -6624288 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54182 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -6624335.000000 Penalty: 5416.474121
	Iteration 18Q: 3 clusters Score -6624335 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54225 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -6624380.000000 Penalty: 5416.474121
	Iteration 19Q: 3 clusters Score -6624380 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54267 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -6624385.000000 Penalty: 5416.474121
	Iteration 20F: 3 clusters Score -6624385 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54289 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -6624401.500000 Penalty: 5416.474121
	Iteration 21Q: 3 clusters Score -6624402 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54312 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -6624423.000000 Penalty: 5416.474121
	Iteration 22Q: 3 clusters Score -6624423 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54332 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -6624427.000000 Penalty: 5416.474121
	Iteration 23Q: 3 clusters Score -6624427 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54353 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -6624443.500000 Penalty: 5416.474121
	Iteration 24Q: 3 clusters Score -6624444 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54366 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -6624450.500000 Penalty: 5416.474121
	Iteration 25Q: 3 clusters Score -6624450 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54379 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -6624465.000000 Penalty: 5416.474121
	Iteration 26Q: 3 clusters Score -6624465 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54388 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -6624485.000000 Penalty: 5416.474121
	Iteration 27Q: 3 clusters Score -6624485 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54395 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -6624498.000000 Penalty: 5416.474121
	Iteration 28Q: 3 clusters Score -6624498 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54407 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -6624498.000000 Penalty: 5416.474121
	Iteration 29Q: 3 clusters Score -6624498 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54419 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -6624509.000000 Penalty: 5416.474121
	Iteration 30Q: 3 clusters Score -6624509 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54426 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -6624524.500000 Penalty: 5416.474121
	Iteration 31Q: 3 clusters Score -6624524 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54431 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -6624530.500000 Penalty: 5416.474121
	Iteration 32Q: 3 clusters Score -6624530 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54434 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -6624537.000000 Penalty: 5416.474121
	Iteration 33Q: 3 clusters Score -6624537 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54436 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -6624541.000000 Penalty: 5416.474121
	Iteration 34Q: 3 clusters Score -6624541 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54440 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -6624559.500000 Penalty: 5416.474121
	Iteration 35Q: 3 clusters Score -6624560 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54443 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -6624555.500000 Penalty: 5416.474121
	Iteration 36Q: 3 clusters Score -6624556 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54445 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -6624559.500000 Penalty: 5416.474121
	Iteration 37Q: 3 clusters Score -6624560 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54453 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -6624562.000000 Penalty: 5416.474121
	Iteration 38Q: 3 clusters Score -6624562 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54458 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -6624558.500000 Penalty: 5416.474121
	Iteration 39Q: 3 clusters Score -6624558 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54458 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -6624567.000000 Penalty: 5416.474121
	Iteration 40F: 3 clusters Score -6624567 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54465 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -6624570.000000 Penalty: 5416.474121
	Iteration 41Q: 3 clusters Score -6624570 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54465 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -6624570.000000 Penalty: 5416.474121
	Iteration 42Q: 3 clusters Score -6624570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54468 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -6624563.000000 Penalty: 5416.474121
	Iteration 43Q: 3 clusters Score -6624563 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54471 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -6624561.000000 Penalty: 5416.474121
	Iteration 44Q: 3 clusters Score -6624561 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54473 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -6624566.500000 Penalty: 5416.474121
	Iteration 45Q: 3 clusters Score -6624566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54475 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -6624567.500000 Penalty: 5416.474121
	Iteration 46Q: 3 clusters Score -6624568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54475 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -6624570.000000 Penalty: 5416.474121
	Iteration 47Q: 3 clusters Score -6624570 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54474 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -6624568.000000 Penalty: 5416.474121
	Iteration 48Q: 3 clusters Score -6624568 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54474 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -6624568.000000 Penalty: 5416.474121
	Iteration 49F: 3 clusters Score -6624568 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Entering Unmasked Estep 
Score: -290996.468750 Penalty: 1923.111328
	Iteration 0F: 2 clusters Score -290996.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -288154.375000 Penalty: 3846.222656
	Iteration 0F: 3 clusters Score -288154.4 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -288668.312500 Penalty: 3846.222656
	Iteration 1F: 3 clusters Score -288668.3 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -288829.312500 Penalty: 3846.222656
	Iteration 2F: 3 clusters Score -288829.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -288957.281250 Penalty: 3846.222656
	Iteration 3F: 3 clusters Score -288957.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -289075.750000 Penalty: 3846.222656
	Iteration 4Q: 3 clusters Score -289075.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -289184.093750 Penalty: 3846.222656
	Iteration 5Q: 3 clusters Score -289184.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -289273.250000 Penalty: 3846.222656
	Iteration 6Q: 3 clusters Score -289273.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -289352.593750 Penalty: 3846.222656
	Iteration 7Q: 3 clusters Score -289352.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -289426.968750 Penalty: 3846.222656
	Iteration 8Q: 3 clusters Score -289427 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -289482.562500 Penalty: 3846.222656
	Iteration 9Q: 3 clusters Score -289482.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -289526.531250 Penalty: 3846.222656
	Iteration 10Q: 3 clusters Score -289526.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -289569.843750 Penalty: 3846.222656
	Iteration 11Q: 3 clusters Score -289569.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -289621.781250 Penalty: 3846.222656
	Iteration 12Q: 3 clusters Score -289621.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -289708.437500 Penalty: 3846.222656
	Iteration 13Q: 3 clusters Score -289708.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -289833.281250 Penalty: 3846.222656
	Iteration 14Q: 3 clusters Score -289833.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -289970.218750 Penalty: 3846.222656
	Iteration 15Q: 3 clusters Score -289970.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -290048.656250 Penalty: 3846.222656
	Iteration 16Q: 3 clusters Score -290048.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -290108.750000 Penalty: 3846.222656
	Iteration 17Q: 3 clusters Score -290108.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -290167.968750 Penalty: 3846.222656
	Iteration 18Q: 3 clusters Score -290168 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -290199.781250 Penalty: 3846.222656
	Iteration 19Q: 3 clusters Score -290199.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -290212.187500 Penalty: 3846.222656
	Iteration 20F: 3 clusters Score -290212.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -290219.906250 Penalty: 3846.222656
	Iteration 21Q: 3 clusters Score -290219.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -290223.406250 Penalty: 3846.222656
	Iteration 22Q: 3 clusters Score -290223.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -290228.343750 Penalty: 3846.222656
	Iteration 23Q: 3 clusters Score -290228.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -290237.500000 Penalty: 3846.222656
	Iteration 24Q: 3 clusters Score -290237.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -290245.593750 Penalty: 3846.222656
	Iteration 25Q: 3 clusters Score -290245.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -290255.343750 Penalty: 3846.222656
	Iteration 26Q: 3 clusters Score -290255.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -290268.406250 Penalty: 3846.222656
	Iteration 27Q: 3 clusters Score -290268.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -290288.437500 Penalty: 3846.222656
	Iteration 28Q: 3 clusters Score -290288.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -290296.875000 Penalty: 3846.222656
	Iteration 29Q: 3 clusters Score -290296.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -290298.718750 Penalty: 3846.222656
	Iteration 30Q: 3 clusters Score -290298.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -290303.937500 Penalty: 3846.222656
	Iteration 31Q: 3 clusters Score -290303.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -290310.562500 Penalty: 3846.222656
	Iteration 32Q: 3 clusters Score -290310.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -290316.750000 Penalty: 3846.222656
	Iteration 33Q: 3 clusters Score -290316.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -290324.781250 Penalty: 3846.222656
	Iteration 34Q: 3 clusters Score -290324.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -290328.312500 Penalty: 3846.222656
	Iteration 35Q: 3 clusters Score -290328.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -290330.312500 Penalty: 3846.222656
	Iteration 36Q: 3 clusters Score -290330.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -290333.593750 Penalty: 3846.222656
	Iteration 37Q: 3 clusters Score -290333.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -290339.906250 Penalty: 3846.222656
	Iteration 38Q: 3 clusters Score -290339.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -290345.281250 Penalty: 3846.222656
	Iteration 39Q: 3 clusters Score -290345.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -290349.343750 Penalty: 3846.222656
	Iteration 40F: 3 clusters Score -290349.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -290349.718750 Penalty: 3846.222656
	Iteration 41Q: 3 clusters Score -290349.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -290351.031250 Penalty: 3846.222656
	Iteration 42Q: 3 clusters Score -290351 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -290352.625000 Penalty: 3846.222656
	Iteration 43Q: 3 clusters Score -290352.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -290352.625000 Penalty: 3846.222656
	Iteration 44F: 3 clusters Score -290352.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Entering Unmasked Estep 
Score: -103203.835938 Penalty: 1621.817383
	Iteration 0F: 2 clusters Score -103203.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -101580.289062 Penalty: 3243.634766
	Iteration 0F: 3 clusters Score -101580.3 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -102134.312500 Penalty: 3243.634766
	Iteration 1F: 3 clusters Score -102134.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -102544.750000 Penalty: 3243.634766
	Iteration 2F: 3 clusters Score -102544.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -102813.445312 Penalty: 3243.634766
	Iteration 3F: 3 clusters Score -102813.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -102938.460938 Penalty: 3243.634766
	Iteration 4Q: 3 clusters Score -102938.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -103081.062500 Penalty: 3243.634766
	Iteration 5Q: 3 clusters Score -103081.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -103302.125000 Penalty: 3243.634766
	Iteration 6Q: 3 clusters Score -103302.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -103368.210938 Penalty: 3243.634766
	Iteration 7Q: 3 clusters Score -103368.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -103387.531250 Penalty: 3243.634766
	Iteration 8Q: 3 clusters Score -103387.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -103400.546875 Penalty: 3243.634766
	Iteration 9Q: 3 clusters Score -103400.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -103403.679688 Penalty: 3243.634766
	Iteration 10Q: 3 clusters Score -103403.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -103411.398438 Penalty: 3243.634766
	Iteration 11Q: 3 clusters Score -103411.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -103423.820312 Penalty: 3243.634766
	Iteration 12Q: 3 clusters Score -103423.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -103446.007812 Penalty: 3243.634766
	Iteration 13Q: 3 clusters Score -103446 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -103470.304688 Penalty: 3243.634766
	Iteration 14Q: 3 clusters Score -103470.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -103483.820312 Penalty: 3243.634766
	Iteration 15Q: 3 clusters Score -103483.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -103490.804688 Penalty: 3243.634766
	Iteration 16Q: 3 clusters Score -103490.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -103490.804688 Penalty: 3243.634766
	Iteration 17F: 3 clusters Score -103490.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22769 members 
Mstep: Class 2 contains 3563 members 
Mstep: Class 3 contains 1102 members 
Mstep: Class 4 contains 223963 members 
Mstep: Class 5 contains 4132 members 
Mstep: Class 6 contains 2379 members 
Mstep: Class 7 contains 9391 members 
Mstep: Class 8 contains 14059 members 
Mstep: Class 9 contains 7488 members 
Mstep: Class 10 contains 27218 members 
Mstep: Class 11 contains 11582 members 
Mstep: Class 12 contains 969 members 
Mstep: Class 13 contains 3334 members 
Mstep: Class 14 contains 36129 members 
Mstep: Class 15 contains 181565 members 
Mstep: Class 16 contains 23118 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 10030 members 
Mstep: Class 19 contains 164656 members 
Mstep: Class 20 contains 55288 members 
Mstep: Class 21 contains 2332 members 
Mstep: Class 22 contains 350 members 
Mstep: Class 23 contains 4372 members 
Mstep: Class 24 contains 3188 members 
Mstep: Class 25 contains 38763 members 
Mstep: Class 26 contains 60578 members 
Mstep: Class 27 contains 28740 members 
Mstep: Class 28 contains 474 members 
Mstep: Class 29 contains 45247 members 
Mstep: Class 30 contains 11088 members 
Mstep: Class 31 contains 6503 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8484 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 3407 members 
Mstep: Class 36 contains 8309 members 
Mstep: Class 37 contains 3953 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1840 members 
Mstep: Class 40 contains 19227 members 
Mstep: Class 41 contains 425 members 
Mstep: Class 42 contains 3013 members 
Mstep: Class 43 contains 4390 members 
Mstep: Class 44 contains 2354 members 
Mstep: Class 45 contains 21928 members 
Mstep: Class 46 contains 13111 members 
Mstep: Class 47 contains 305 members 
Mstep: Class 48 contains 8295 members 
Mstep: Class 49 contains 26891 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 1027 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 3099 members 
Mstep: Class 54 contains 976 members 
Mstep: Class 55 contains 4713 members 
Mstep: Class 56 contains 17268 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 285 members 
Mstep: Class 60 contains 4780 members 
Mstep: Class 61 contains 1767 members 
Mstep: Class 62 contains 1054 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 7994 members 
Mstep: Class 65 contains 501 members 
Mstep: Class 66 contains 667 members 
Mstep: Class 67 contains 2672 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 708 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 4487 members 
Mstep: Class 75 contains 342 members 
Entering Unmasked Estep 
Score: -147541552.000000 Penalty: 260176.640625
Splitting cluster 22 changes total score from -147542752.000000 to -147541552.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (4372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Entering Unmasked Estep 
Score: -534797.250000 Penalty: 2078.978027
	Iteration 0F: 2 clusters Score -534797.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -530656.312500 Penalty: 4157.956055
	Iteration 0F: 3 clusters Score -530656.3 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -531679.937500 Penalty: 4157.956055
	Iteration 1F: 3 clusters Score -531679.9 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -532022.875000 Penalty: 4157.956055
	Iteration 2F: 3 clusters Score -532022.9 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -532264.625000 Penalty: 4157.956055
	Iteration 3F: 3 clusters Score -532264.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -532521.562500 Penalty: 4157.956055
	Iteration 4F: 3 clusters Score -532521.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -532760.250000 Penalty: 4157.956055
	Iteration 5F: 3 clusters Score -532760.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -532918.375000 Penalty: 4157.956055
	Iteration 6Q: 3 clusters Score -532918.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -533052.125000 Penalty: 4157.956055
	Iteration 7Q: 3 clusters Score -533052.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -533155.437500 Penalty: 4157.956055
	Iteration 8Q: 3 clusters Score -533155.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -533243.750000 Penalty: 4157.956055
	Iteration 9Q: 3 clusters Score -533243.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -533327.437500 Penalty: 4157.956055
	Iteration 10Q: 3 clusters Score -533327.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -533400.562500 Penalty: 4157.956055
	Iteration 11Q: 3 clusters Score -533400.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -533455.062500 Penalty: 4157.956055
	Iteration 12Q: 3 clusters Score -533455.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -533491.250000 Penalty: 4157.956055
	Iteration 13Q: 3 clusters Score -533491.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -533523.187500 Penalty: 4157.956055
	Iteration 14Q: 3 clusters Score -533523.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -533547.625000 Penalty: 4157.956055
	Iteration 15Q: 3 clusters Score -533547.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -533565.812500 Penalty: 4157.956055
	Iteration 16Q: 3 clusters Score -533565.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -533591.625000 Penalty: 4157.956055
	Iteration 17Q: 3 clusters Score -533591.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -533610.250000 Penalty: 4157.956055
	Iteration 18Q: 3 clusters Score -533610.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -533626.062500 Penalty: 4157.956055
	Iteration 19Q: 3 clusters Score -533626.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -533639.625000 Penalty: 4157.956055
	Iteration 20F: 3 clusters Score -533639.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -533645.312500 Penalty: 4157.956055
	Iteration 21Q: 3 clusters Score -533645.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -533651.187500 Penalty: 4157.956055
	Iteration 22Q: 3 clusters Score -533651.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -533655.125000 Penalty: 4157.956055
	Iteration 23Q: 3 clusters Score -533655.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -533659.687500 Penalty: 4157.956055
	Iteration 24Q: 3 clusters Score -533659.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -533664.937500 Penalty: 4157.956055
	Iteration 25Q: 3 clusters Score -533664.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -533669.375000 Penalty: 4157.956055
	Iteration 26Q: 3 clusters Score -533669.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -533676.250000 Penalty: 4157.956055
	Iteration 27Q: 3 clusters Score -533676.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -533681.875000 Penalty: 4157.956055
	Iteration 28Q: 3 clusters Score -533681.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -533685.812500 Penalty: 4157.956055
	Iteration 29Q: 3 clusters Score -533685.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -533688.750000 Penalty: 4157.956055
	Iteration 30Q: 3 clusters Score -533688.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -533689.562500 Penalty: 4157.956055
	Iteration 31Q: 3 clusters Score -533689.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -533692.250000 Penalty: 4157.956055
	Iteration 32Q: 3 clusters Score -533692.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -533694.062500 Penalty: 4157.956055
	Iteration 33Q: 3 clusters Score -533694.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -533697.687500 Penalty: 4157.956055
	Iteration 34Q: 3 clusters Score -533697.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -533699.687500 Penalty: 4157.956055
	Iteration 35Q: 3 clusters Score -533699.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -533701.187500 Penalty: 4157.956055
	Iteration 36Q: 3 clusters Score -533701.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -533704.625000 Penalty: 4157.956055
	Iteration 37Q: 3 clusters Score -533704.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -533709.000000 Penalty: 4157.956055
	Iteration 38Q: 3 clusters Score -533709 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -533712.625000 Penalty: 4157.956055
	Iteration 39Q: 3 clusters Score -533712.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -533716.250000 Penalty: 4157.956055
	Iteration 40F: 3 clusters Score -533716.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -533719.375000 Penalty: 4157.956055
	Iteration 41Q: 3 clusters Score -533719.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -533722.937500 Penalty: 4157.956055
	Iteration 42Q: 3 clusters Score -533722.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -533725.062500 Penalty: 4157.956055
	Iteration 43Q: 3 clusters Score -533725.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -533727.500000 Penalty: 4157.956055
	Iteration 44Q: 3 clusters Score -533727.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -533729.937500 Penalty: 4157.956055
	Iteration 45Q: 3 clusters Score -533729.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -533730.500000 Penalty: 4157.956055
	Iteration 46Q: 3 clusters Score -533730.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -533733.625000 Penalty: 4157.956055
	Iteration 47Q: 3 clusters Score -533733.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -533734.750000 Penalty: 4157.956055
	Iteration 48Q: 3 clusters Score -533734.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -533736.500000 Penalty: 4157.956055
	Iteration 49Q: 3 clusters Score -533736.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -533737.187500 Penalty: 4157.956055
	Iteration 50Q: 3 clusters Score -533737.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -533740.250000 Penalty: 4157.956055
	Iteration 51Q: 3 clusters Score -533740.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -533745.000000 Penalty: 4157.956055
	Iteration 52Q: 3 clusters Score -533745 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -533749.125000 Penalty: 4157.956055
	Iteration 53Q: 3 clusters Score -533749.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -533750.750000 Penalty: 4157.956055
	Iteration 54Q: 3 clusters Score -533750.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -533751.000000 Penalty: 4157.956055
	Iteration 55Q: 3 clusters Score -533751 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -533752.187500 Penalty: 4157.956055
	Iteration 56Q: 3 clusters Score -533752.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -533753.937500 Penalty: 4157.956055
	Iteration 57Q: 3 clusters Score -533753.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -533755.312500 Penalty: 4157.956055
	Iteration 58Q: 3 clusters Score -533755.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -533757.375000 Penalty: 4157.956055
	Iteration 59Q: 3 clusters Score -533757.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -533760.375000 Penalty: 4157.956055
	Iteration 60F: 3 clusters Score -533760.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -533766.187500 Penalty: 4157.956055
	Iteration 61Q: 3 clusters Score -533766.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -533772.062500 Penalty: 4157.956055
	Iteration 62Q: 3 clusters Score -533772.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -533779.562500 Penalty: 4157.956055
	Iteration 63Q: 3 clusters Score -533779.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -533789.937500 Penalty: 4157.956055
	Iteration 64Q: 3 clusters Score -533789.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -533803.687500 Penalty: 4157.956055
	Iteration 65Q: 3 clusters Score -533803.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -533816.000000 Penalty: 4157.956055
	Iteration 66Q: 3 clusters Score -533816 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -533832.812500 Penalty: 4157.956055
	Iteration 67Q: 3 clusters Score -533832.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -533864.125000 Penalty: 4157.956055
	Iteration 68Q: 3 clusters Score -533864.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -533908.375000 Penalty: 4157.956055
	Iteration 69Q: 3 clusters Score -533908.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -533948.750000 Penalty: 4157.956055
	Iteration 70Q: 3 clusters Score -533948.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -533981.812500 Penalty: 4157.956055
	Iteration 71Q: 3 clusters Score -533981.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -534004.125000 Penalty: 4157.956055
	Iteration 72Q: 3 clusters Score -534004.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -534023.062500 Penalty: 4157.956055
	Iteration 73Q: 3 clusters Score -534023.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -534044.062500 Penalty: 4157.956055
	Iteration 74Q: 3 clusters Score -534044.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -534062.250000 Penalty: 4157.956055
	Iteration 75Q: 3 clusters Score -534062.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -534083.812500 Penalty: 4157.956055
	Iteration 76Q: 3 clusters Score -534083.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -534101.187500 Penalty: 4157.956055
	Iteration 77Q: 3 clusters Score -534101.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -534115.250000 Penalty: 4157.956055
	Iteration 78Q: 3 clusters Score -534115.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -534129.062500 Penalty: 4157.956055
	Iteration 79Q: 3 clusters Score -534129.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -534139.750000 Penalty: 4157.956055
	Iteration 80F: 3 clusters Score -534139.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -534147.437500 Penalty: 4157.956055
	Iteration 81Q: 3 clusters Score -534147.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -534151.437500 Penalty: 4157.956055
	Iteration 82Q: 3 clusters Score -534151.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -534155.062500 Penalty: 4157.956055
	Iteration 83Q: 3 clusters Score -534155.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -534155.937500 Penalty: 4157.956055
	Iteration 84Q: 3 clusters Score -534155.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -534155.312500 Penalty: 4157.956055
	Iteration 85Q: 3 clusters Score -534155.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -534155.875000 Penalty: 4157.956055
	Iteration 86Q: 3 clusters Score -534155.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -534156.250000 Penalty: 4157.956055
	Iteration 87Q: 3 clusters Score -534156.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -534157.500000 Penalty: 4157.956055
	Iteration 88Q: 3 clusters Score -534157.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -534157.687500 Penalty: 4157.956055
	Iteration 89Q: 3 clusters Score -534157.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -534159.437500 Penalty: 4157.956055
	Iteration 90Q: 3 clusters Score -534159.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -534159.937500 Penalty: 4157.956055
	Iteration 91Q: 3 clusters Score -534159.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -534159.937500 Penalty: 4157.956055
	Iteration 92F: 3 clusters Score -534159.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (3188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Entering Unmasked Estep 
Score: -345467.593750 Penalty: 2000.652954
	Iteration 0F: 2 clusters Score -345467.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -342062.437500 Penalty: 4001.305908
	Iteration 0F: 3 clusters Score -342062.4 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -342949.906250 Penalty: 4001.305908
	Iteration 1F: 3 clusters Score -342949.9 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -343227.375000 Penalty: 4001.305908
	Iteration 2F: 3 clusters Score -343227.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -343407.625000 Penalty: 4001.305908
	Iteration 3F: 3 clusters Score -343407.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -343557.906250 Penalty: 4001.305908
	Iteration 4Q: 3 clusters Score -343557.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -343678.906250 Penalty: 4001.305908
	Iteration 5Q: 3 clusters Score -343678.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -343789.187500 Penalty: 4001.305908
	Iteration 6Q: 3 clusters Score -343789.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -343915.937500 Penalty: 4001.305908
	Iteration 7Q: 3 clusters Score -343915.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -344006.250000 Penalty: 4001.305908
	Iteration 8Q: 3 clusters Score -344006.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -344059.500000 Penalty: 4001.305908
	Iteration 9Q: 3 clusters Score -344059.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -344107.437500 Penalty: 4001.305908
	Iteration 10Q: 3 clusters Score -344107.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -344136.625000 Penalty: 4001.305908
	Iteration 11Q: 3 clusters Score -344136.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -344159.250000 Penalty: 4001.305908
	Iteration 12Q: 3 clusters Score -344159.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -344176.875000 Penalty: 4001.305908
	Iteration 13Q: 3 clusters Score -344176.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -344192.531250 Penalty: 4001.305908
	Iteration 14Q: 3 clusters Score -344192.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -344201.968750 Penalty: 4001.305908
	Iteration 15Q: 3 clusters Score -344202 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -344211.093750 Penalty: 4001.305908
	Iteration 16Q: 3 clusters Score -344211.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -344219.843750 Penalty: 4001.305908
	Iteration 17Q: 3 clusters Score -344219.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -344228.875000 Penalty: 4001.305908
	Iteration 18Q: 3 clusters Score -344228.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -344236.750000 Penalty: 4001.305908
	Iteration 19Q: 3 clusters Score -344236.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -344243.843750 Penalty: 4001.305908
	Iteration 20F: 3 clusters Score -344243.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -344251.625000 Penalty: 4001.305908
	Iteration 21Q: 3 clusters Score -344251.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -344261.750000 Penalty: 4001.305908
	Iteration 22Q: 3 clusters Score -344261.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -344273.031250 Penalty: 4001.305908
	Iteration 23Q: 3 clusters Score -344273 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -344281.156250 Penalty: 4001.305908
	Iteration 24Q: 3 clusters Score -344281.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -344290.687500 Penalty: 4001.305908
	Iteration 25Q: 3 clusters Score -344290.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -344300.093750 Penalty: 4001.305908
	Iteration 26Q: 3 clusters Score -344300.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -344308.343750 Penalty: 4001.305908
	Iteration 27Q: 3 clusters Score -344308.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -344317.187500 Penalty: 4001.305908
	Iteration 28Q: 3 clusters Score -344317.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -344326.781250 Penalty: 4001.305908
	Iteration 29Q: 3 clusters Score -344326.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -344331.093750 Penalty: 4001.305908
	Iteration 30Q: 3 clusters Score -344331.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -344334.812500 Penalty: 4001.305908
	Iteration 31Q: 3 clusters Score -344334.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -344338.531250 Penalty: 4001.305908
	Iteration 32Q: 3 clusters Score -344338.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -344342.875000 Penalty: 4001.305908
	Iteration 33Q: 3 clusters Score -344342.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -344344.406250 Penalty: 4001.305908
	Iteration 34Q: 3 clusters Score -344344.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -344346.781250 Penalty: 4001.305908
	Iteration 35Q: 3 clusters Score -344346.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -344351.156250 Penalty: 4001.305908
	Iteration 36Q: 3 clusters Score -344351.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -344353.875000 Penalty: 4001.305908
	Iteration 37Q: 3 clusters Score -344353.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -344355.281250 Penalty: 4001.305908
	Iteration 38Q: 3 clusters Score -344355.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -344356.375000 Penalty: 4001.305908
	Iteration 39Q: 3 clusters Score -344356.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -344356.593750 Penalty: 4001.305908
	Iteration 40F: 3 clusters Score -344356.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -344359.406250 Penalty: 4001.305908
	Iteration 41Q: 3 clusters Score -344359.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -344360.031250 Penalty: 4001.305908
	Iteration 42Q: 3 clusters Score -344360 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -344361.375000 Penalty: 4001.305908
	Iteration 43Q: 3 clusters Score -344361.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -344366.187500 Penalty: 4001.305908
	Iteration 44Q: 3 clusters Score -344366.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -344368.875000 Penalty: 4001.305908
	Iteration 45Q: 3 clusters Score -344368.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -344369.656250 Penalty: 4001.305908
	Iteration 46Q: 3 clusters Score -344369.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -344371.375000 Penalty: 4001.305908
	Iteration 47Q: 3 clusters Score -344371.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -344371.718750 Penalty: 4001.305908
	Iteration 48Q: 3 clusters Score -344371.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -344374.406250 Penalty: 4001.305908
	Iteration 49Q: 3 clusters Score -344374.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -344376.562500 Penalty: 4001.305908
	Iteration 50Q: 3 clusters Score -344376.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -344377.906250 Penalty: 4001.305908
	Iteration 51Q: 3 clusters Score -344377.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -344378.812500 Penalty: 4001.305908
	Iteration 52Q: 3 clusters Score -344378.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -344378.906250 Penalty: 4001.305908
	Iteration 53Q: 3 clusters Score -344378.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -344378.906250 Penalty: 4001.305908
	Iteration 54F: 3 clusters Score -344378.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (38763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38763 members 
Entering Unmasked Estep 
Score: -4910972.000000 Penalty: 2620.175049
	Iteration 0F: 2 clusters Score -4910972 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19306 members 
Mstep: Class 2 contains 19457 members 
Entering Unmasked Estep 
Score: -4884613.000000 Penalty: 5240.350098
	Iteration 0F: 3 clusters Score -4884613 nChanged 17719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19155 members 
Mstep: Class 2 contains 19608 members 
Entering Unmasked Estep 
Score: -4894341.500000 Penalty: 5240.350098
	Iteration 1F: 3 clusters Score -4894342 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19090 members 
Mstep: Class 2 contains 19673 members 
Entering Unmasked Estep 
Score: -4894822.000000 Penalty: 5240.350098
	Iteration 2Q: 3 clusters Score -4894822 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18994 members 
Mstep: Class 2 contains 19769 members 
Entering Unmasked Estep 
Score: -4895298.500000 Penalty: 5240.350098
	Iteration 3Q: 3 clusters Score -4895298 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18859 members 
Mstep: Class 2 contains 19904 members 
Entering Unmasked Estep 
Score: -4895830.500000 Penalty: 5240.350098
	Iteration 4Q: 3 clusters Score -4895830 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18748 members 
Mstep: Class 2 contains 20015 members 
Entering Unmasked Estep 
Score: -4896412.000000 Penalty: 5240.350098
	Iteration 5Q: 3 clusters Score -4896412 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18610 members 
Mstep: Class 2 contains 20153 members 
Entering Unmasked Estep 
Score: -4897029.500000 Penalty: 5240.350098
	Iteration 6Q: 3 clusters Score -4897030 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18392 members 
Mstep: Class 2 contains 20371 members 
Entering Unmasked Estep 
Score: -4897803.500000 Penalty: 5240.350098
	Iteration 7Q: 3 clusters Score -4897804 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18097 members 
Mstep: Class 2 contains 20666 members 
Entering Unmasked Estep 
Score: -4898692.000000 Penalty: 5240.350098
	Iteration 8Q: 3 clusters Score -4898692 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17837 members 
Mstep: Class 2 contains 20926 members 
Entering Unmasked Estep 
Score: -4899454.000000 Penalty: 5240.350098
	Iteration 9Q: 3 clusters Score -4899454 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17467 members 
Mstep: Class 2 contains 21296 members 
Entering Unmasked Estep 
Score: -4900139.000000 Penalty: 5240.350098
	Iteration 10Q: 3 clusters Score -4900139 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16969 members 
Mstep: Class 2 contains 21794 members 
Entering Unmasked Estep 
Score: -4900828.500000 Penalty: 5240.350098
	Iteration 11Q: 3 clusters Score -4900828 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16413 members 
Mstep: Class 2 contains 22350 members 
Entering Unmasked Estep 
Score: -4901452.000000 Penalty: 5240.350098
	Iteration 12Q: 3 clusters Score -4901452 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15892 members 
Mstep: Class 2 contains 22871 members 
Entering Unmasked Estep 
Score: -4902011.500000 Penalty: 5240.350098
	Iteration 13Q: 3 clusters Score -4902012 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15364 members 
Mstep: Class 2 contains 23399 members 
Entering Unmasked Estep 
Score: -4902516.500000 Penalty: 5240.350098
	Iteration 14Q: 3 clusters Score -4902516 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14816 members 
Mstep: Class 2 contains 23947 members 
Entering Unmasked Estep 
Score: -4902939.000000 Penalty: 5240.350098
	Iteration 15Q: 3 clusters Score -4902939 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14267 members 
Mstep: Class 2 contains 24496 members 
Entering Unmasked Estep 
Score: -4903335.500000 Penalty: 5240.350098
	Iteration 16Q: 3 clusters Score -4903336 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13715 members 
Mstep: Class 2 contains 25048 members 
Entering Unmasked Estep 
Score: -4903668.000000 Penalty: 5240.350098
	Iteration 17Q: 3 clusters Score -4903668 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13158 members 
Mstep: Class 2 contains 25605 members 
Entering Unmasked Estep 
Score: -4903982.500000 Penalty: 5240.350098
	Iteration 18Q: 3 clusters Score -4903982 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12597 members 
Mstep: Class 2 contains 26166 members 
Entering Unmasked Estep 
Score: -4904218.000000 Penalty: 5240.350098
	Iteration 19Q: 3 clusters Score -4904218 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12052 members 
Mstep: Class 2 contains 26711 members 
Entering Unmasked Estep 
Score: -4904454.000000 Penalty: 5240.350098
	Iteration 20F: 3 clusters Score -4904454 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11529 members 
Mstep: Class 2 contains 27234 members 
Entering Unmasked Estep 
Score: -4904665.000000 Penalty: 5240.350098
	Iteration 21Q: 3 clusters Score -4904665 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10996 members 
Mstep: Class 2 contains 27767 members 
Entering Unmasked Estep 
Score: -4904841.500000 Penalty: 5240.350098
	Iteration 22Q: 3 clusters Score -4904842 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10471 members 
Mstep: Class 2 contains 28292 members 
Entering Unmasked Estep 
Score: -4905053.000000 Penalty: 5240.350098
	Iteration 23Q: 3 clusters Score -4905053 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9932 members 
Mstep: Class 2 contains 28831 members 
Entering Unmasked Estep 
Score: -4905242.500000 Penalty: 5240.350098
	Iteration 24Q: 3 clusters Score -4905242 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 29348 members 
Entering Unmasked Estep 
Score: -4905435.000000 Penalty: 5240.350098
	Iteration 25Q: 3 clusters Score -4905435 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 29861 members 
Entering Unmasked Estep 
Score: -4905608.000000 Penalty: 5240.350098
	Iteration 26Q: 3 clusters Score -4905608 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 30314 members 
Entering Unmasked Estep 
Score: -4905763.000000 Penalty: 5240.350098
	Iteration 27Q: 3 clusters Score -4905763 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 30775 members 
Entering Unmasked Estep 
Score: -4905911.000000 Penalty: 5240.350098
	Iteration 28Q: 3 clusters Score -4905911 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 31254 members 
Entering Unmasked Estep 
Score: -4906085.000000 Penalty: 5240.350098
	Iteration 29Q: 3 clusters Score -4906085 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 31728 members 
Entering Unmasked Estep 
Score: -4906260.500000 Penalty: 5240.350098
	Iteration 30Q: 3 clusters Score -4906260 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 32197 members 
Entering Unmasked Estep 
Score: -4906446.000000 Penalty: 5240.350098
	Iteration 31Q: 3 clusters Score -4906446 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 32688 members 
Entering Unmasked Estep 
Score: -4906639.500000 Penalty: 5240.350098
	Iteration 32Q: 3 clusters Score -4906640 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 33150 members 
Entering Unmasked Estep 
Score: -4906844.000000 Penalty: 5240.350098
	Iteration 33Q: 3 clusters Score -4906844 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 33588 members 
Entering Unmasked Estep 
Score: -4907017.000000 Penalty: 5240.350098
	Iteration 34Q: 3 clusters Score -4907017 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 34026 members 
Entering Unmasked Estep 
Score: -4907215.500000 Penalty: 5240.350098
	Iteration 35Q: 3 clusters Score -4907216 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 34466 members 
Entering Unmasked Estep 
Score: -4907411.000000 Penalty: 5240.350098
	Iteration 36Q: 3 clusters Score -4907411 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 34880 members 
Entering Unmasked Estep 
Score: -4907575.500000 Penalty: 5240.350098
	Iteration 37Q: 3 clusters Score -4907576 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 35261 members 
Entering Unmasked Estep 
Score: -4907764.500000 Penalty: 5240.350098
	Iteration 38Q: 3 clusters Score -4907764 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 35604 members 
Entering Unmasked Estep 
Score: -4907910.000000 Penalty: 5240.350098
	Iteration 39Q: 3 clusters Score -4907910 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 35900 members 
Entering Unmasked Estep 
Score: -4908034.500000 Penalty: 5240.350098
	Iteration 40F: 3 clusters Score -4908034 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 36159 members 
Entering Unmasked Estep 
Score: -4908147.000000 Penalty: 5240.350098
	Iteration 41Q: 3 clusters Score -4908147 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 36348 members 
Entering Unmasked Estep 
Score: -4908230.500000 Penalty: 5240.350098
	Iteration 42Q: 3 clusters Score -4908230 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 36520 members 
Entering Unmasked Estep 
Score: -4908322.000000 Penalty: 5240.350098
	Iteration 43Q: 3 clusters Score -4908322 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 36666 members 
Entering Unmasked Estep 
Score: -4908385.500000 Penalty: 5240.350098
	Iteration 44Q: 3 clusters Score -4908386 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 36797 members 
Entering Unmasked Estep 
Score: -4908440.000000 Penalty: 5240.350098
	Iteration 45Q: 3 clusters Score -4908440 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 36941 members 
Entering Unmasked Estep 
Score: -4908514.500000 Penalty: 5240.350098
	Iteration 46Q: 3 clusters Score -4908514 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 37049 members 
Entering Unmasked Estep 
Score: -4908566.000000 Penalty: 5240.350098
	Iteration 47Q: 3 clusters Score -4908566 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 37151 members 
Entering Unmasked Estep 
Score: -4908609.000000 Penalty: 5240.350098
	Iteration 48Q: 3 clusters Score -4908609 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 37236 members 
Entering Unmasked Estep 
Score: -4908653.500000 Penalty: 5240.350098
	Iteration 49Q: 3 clusters Score -4908654 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 37293 members 
Entering Unmasked Estep 
Score: -4908676.000000 Penalty: 5240.350098
	Iteration 50Q: 3 clusters Score -4908676 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 37344 members 
Entering Unmasked Estep 
Score: -4908705.000000 Penalty: 5240.350098
	Iteration 51Q: 3 clusters Score -4908705 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 37398 members 
Entering Unmasked Estep 
Score: -4908716.500000 Penalty: 5240.350098
	Iteration 52Q: 3 clusters Score -4908716 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 37440 members 
Entering Unmasked Estep 
Score: -4908729.000000 Penalty: 5240.350098
	Iteration 53Q: 3 clusters Score -4908729 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 37468 members 
Entering Unmasked Estep 
Score: -4908748.500000 Penalty: 5240.350098
	Iteration 54Q: 3 clusters Score -4908748 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 37498 members 
Entering Unmasked Estep 
Score: -4908760.500000 Penalty: 5240.350098
	Iteration 55Q: 3 clusters Score -4908760 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 37517 members 
Entering Unmasked Estep 
Score: -4908769.000000 Penalty: 5240.350098
	Iteration 56Q: 3 clusters Score -4908769 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 37542 members 
Entering Unmasked Estep 
Score: -4908781.500000 Penalty: 5240.350098
	Iteration 57Q: 3 clusters Score -4908782 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 37563 members 
Entering Unmasked Estep 
Score: -4908790.000000 Penalty: 5240.350098
	Iteration 58Q: 3 clusters Score -4908790 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 37579 members 
Entering Unmasked Estep 
Score: -4908800.500000 Penalty: 5240.350098
	Iteration 59Q: 3 clusters Score -4908800 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 37589 members 
Entering Unmasked Estep 
Score: -4908809.000000 Penalty: 5240.350098
	Iteration 60F: 3 clusters Score -4908809 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 37591 members 
Entering Unmasked Estep 
Score: -4908808.500000 Penalty: 5240.350098
	Iteration 61Q: 3 clusters Score -4908808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 37593 members 
Entering Unmasked Estep 
Score: -4908805.500000 Penalty: 5240.350098
	Iteration 62Q: 3 clusters Score -4908806 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 37594 members 
Entering Unmasked Estep 
Score: -4908806.000000 Penalty: 5240.350098
	Iteration 63Q: 3 clusters Score -4908806 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 37594 members 
Entering Unmasked Estep 
Score: -4908806.000000 Penalty: 5240.350098
	Iteration 64F: 3 clusters Score -4908806 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (60578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60578 members 
Entering Unmasked Estep 
Score: -7709207.000000 Penalty: 2730.898438
	Iteration 0F: 2 clusters Score -7709207 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30315 members 
Mstep: Class 2 contains 30263 members 
Entering Unmasked Estep 
Score: -7668343.000000 Penalty: 5461.796875
	Iteration 0F: 3 clusters Score -7668343 nChanged 28290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30093 members 
Mstep: Class 2 contains 30485 members 
Entering Unmasked Estep 
Score: -7684273.500000 Penalty: 5461.796875
	Iteration 1F: 3 clusters Score -7684274 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29784 members 
Mstep: Class 2 contains 30794 members 
Entering Unmasked Estep 
Score: -7684821.500000 Penalty: 5461.796875
	Iteration 2Q: 3 clusters Score -7684822 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29378 members 
Mstep: Class 2 contains 31200 members 
Entering Unmasked Estep 
Score: -7685496.500000 Penalty: 5461.796875
	Iteration 3Q: 3 clusters Score -7685496 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28898 members 
Mstep: Class 2 contains 31680 members 
Entering Unmasked Estep 
Score: -7686111.000000 Penalty: 5461.796875
	Iteration 4Q: 3 clusters Score -7686111 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28188 members 
Mstep: Class 2 contains 32390 members 
Entering Unmasked Estep 
Score: -7686872.000000 Penalty: 5461.796875
	Iteration 5Q: 3 clusters Score -7686872 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27215 members 
Mstep: Class 2 contains 33363 members 
Entering Unmasked Estep 
Score: -7687805.000000 Penalty: 5461.796875
	Iteration 6Q: 3 clusters Score -7687805 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25921 members 
Mstep: Class 2 contains 34657 members 
Entering Unmasked Estep 
Score: -7689001.000000 Penalty: 5461.796875
	Iteration 7Q: 3 clusters Score -7689001 nChanged 2910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24271 members 
Mstep: Class 2 contains 36307 members 
Entering Unmasked Estep 
Score: -7690496.500000 Penalty: 5461.796875
	Iteration 8Q: 3 clusters Score -7690496 nChanged 3079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22392 members 
Mstep: Class 2 contains 38186 members 
Entering Unmasked Estep 
Score: -7692373.000000 Penalty: 5461.796875
	Iteration 9F: 3 clusters Score -7692373 nChanged 3270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20342 members 
Mstep: Class 2 contains 40236 members 
Entering Unmasked Estep 
Score: -7694708.000000 Penalty: 5461.796875
	Iteration 10F: 3 clusters Score -7694708 nChanged 3266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18342 members 
Mstep: Class 2 contains 42236 members 
Entering Unmasked Estep 
Score: -7697230.500000 Penalty: 5461.796875
	Iteration 11F: 3 clusters Score -7697230 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16662 members 
Mstep: Class 2 contains 43916 members 
Entering Unmasked Estep 
Score: -7699294.000000 Penalty: 5461.796875
	Iteration 12Q: 3 clusters Score -7699294 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15400 members 
Mstep: Class 2 contains 45178 members 
Entering Unmasked Estep 
Score: -7700676.500000 Penalty: 5461.796875
	Iteration 13Q: 3 clusters Score -7700676 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14321 members 
Mstep: Class 2 contains 46257 members 
Entering Unmasked Estep 
Score: -7701557.000000 Penalty: 5461.796875
	Iteration 14Q: 3 clusters Score -7701557 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13394 members 
Mstep: Class 2 contains 47184 members 
Entering Unmasked Estep 
Score: -7702180.500000 Penalty: 5461.796875
	Iteration 15Q: 3 clusters Score -7702180 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12576 members 
Mstep: Class 2 contains 48002 members 
Entering Unmasked Estep 
Score: -7702865.000000 Penalty: 5461.796875
	Iteration 16Q: 3 clusters Score -7702865 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11811 members 
Mstep: Class 2 contains 48767 members 
Entering Unmasked Estep 
Score: -7703448.000000 Penalty: 5461.796875
	Iteration 17Q: 3 clusters Score -7703448 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11120 members 
Mstep: Class 2 contains 49458 members 
Entering Unmasked Estep 
Score: -7703923.500000 Penalty: 5461.796875
	Iteration 18Q: 3 clusters Score -7703924 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10539 members 
Mstep: Class 2 contains 50039 members 
Entering Unmasked Estep 
Score: -7704271.000000 Penalty: 5461.796875
	Iteration 19Q: 3 clusters Score -7704271 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10037 members 
Mstep: Class 2 contains 50541 members 
Entering Unmasked Estep 
Score: -7704574.500000 Penalty: 5461.796875
	Iteration 20F: 3 clusters Score -7704574 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 51000 members 
Entering Unmasked Estep 
Score: -7704829.000000 Penalty: 5461.796875
	Iteration 21Q: 3 clusters Score -7704829 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 51421 members 
Entering Unmasked Estep 
Score: -7705113.500000 Penalty: 5461.796875
	Iteration 22Q: 3 clusters Score -7705114 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 51847 members 
Entering Unmasked Estep 
Score: -7705351.000000 Penalty: 5461.796875
	Iteration 23Q: 3 clusters Score -7705351 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 52226 members 
Entering Unmasked Estep 
Score: -7705507.500000 Penalty: 5461.796875
	Iteration 24Q: 3 clusters Score -7705508 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 52558 members 
Entering Unmasked Estep 
Score: -7705696.500000 Penalty: 5461.796875
	Iteration 25Q: 3 clusters Score -7705696 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 52866 members 
Entering Unmasked Estep 
Score: -7705787.000000 Penalty: 5461.796875
	Iteration 26Q: 3 clusters Score -7705787 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 53171 members 
Entering Unmasked Estep 
Score: -7705897.500000 Penalty: 5461.796875
	Iteration 27Q: 3 clusters Score -7705898 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 53447 members 
Entering Unmasked Estep 
Score: -7705986.500000 Penalty: 5461.796875
	Iteration 28Q: 3 clusters Score -7705986 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 53709 members 
Entering Unmasked Estep 
Score: -7706068.000000 Penalty: 5461.796875
	Iteration 29Q: 3 clusters Score -7706068 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 53929 members 
Entering Unmasked Estep 
Score: -7706120.500000 Penalty: 5461.796875
	Iteration 30Q: 3 clusters Score -7706120 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 54146 members 
Entering Unmasked Estep 
Score: -7706150.000000 Penalty: 5461.796875
	Iteration 31Q: 3 clusters Score -7706150 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 54348 members 
Entering Unmasked Estep 
Score: -7706220.000000 Penalty: 5461.796875
	Iteration 32Q: 3 clusters Score -7706220 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 54554 members 
Entering Unmasked Estep 
Score: -7706271.500000 Penalty: 5461.796875
	Iteration 33Q: 3 clusters Score -7706272 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 54745 members 
Entering Unmasked Estep 
Score: -7706315.000000 Penalty: 5461.796875
	Iteration 34Q: 3 clusters Score -7706315 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 54937 members 
Entering Unmasked Estep 
Score: -7706350.000000 Penalty: 5461.796875
	Iteration 35Q: 3 clusters Score -7706350 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 55117 members 
Entering Unmasked Estep 
Score: -7706404.000000 Penalty: 5461.796875
	Iteration 36Q: 3 clusters Score -7706404 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 55277 members 
Entering Unmasked Estep 
Score: -7706412.000000 Penalty: 5461.796875
	Iteration 37Q: 3 clusters Score -7706412 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 55427 members 
Entering Unmasked Estep 
Score: -7706458.500000 Penalty: 5461.796875
	Iteration 38Q: 3 clusters Score -7706458 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 55583 members 
Entering Unmasked Estep 
Score: -7706486.000000 Penalty: 5461.796875
	Iteration 39Q: 3 clusters Score -7706486 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 55715 members 
Entering Unmasked Estep 
Score: -7706519.500000 Penalty: 5461.796875
	Iteration 40F: 3 clusters Score -7706520 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 55838 members 
Entering Unmasked Estep 
Score: -7706540.000000 Penalty: 5461.796875
	Iteration 41Q: 3 clusters Score -7706540 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 55961 members 
Entering Unmasked Estep 
Score: -7706560.000000 Penalty: 5461.796875
	Iteration 42Q: 3 clusters Score -7706560 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 56072 members 
Entering Unmasked Estep 
Score: -7706557.000000 Penalty: 5461.796875
	Iteration 43Q: 3 clusters Score -7706557 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 56167 members 
Entering Unmasked Estep 
Score: -7706587.500000 Penalty: 5461.796875
	Iteration 44Q: 3 clusters Score -7706588 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 56250 members 
Entering Unmasked Estep 
Score: -7706612.000000 Penalty: 5461.796875
	Iteration 45Q: 3 clusters Score -7706612 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 56349 members 
Entering Unmasked Estep 
Score: -7706611.000000 Penalty: 5461.796875
	Iteration 46Q: 3 clusters Score -7706611 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 56435 members 
Entering Unmasked Estep 
Score: -7706646.000000 Penalty: 5461.796875
	Iteration 47Q: 3 clusters Score -7706646 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 56522 members 
Entering Unmasked Estep 
Score: -7706679.500000 Penalty: 5461.796875
	Iteration 48Q: 3 clusters Score -7706680 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 56595 members 
Entering Unmasked Estep 
Score: -7706691.000000 Penalty: 5461.796875
	Iteration 49Q: 3 clusters Score -7706691 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 56674 members 
Entering Unmasked Estep 
Score: -7706694.500000 Penalty: 5461.796875
	Iteration 50Q: 3 clusters Score -7706694 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 56754 members 
Entering Unmasked Estep 
Score: -7706703.500000 Penalty: 5461.796875
	Iteration 51Q: 3 clusters Score -7706704 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 56835 members 
Entering Unmasked Estep 
Score: -7706720.500000 Penalty: 5461.796875
	Iteration 52Q: 3 clusters Score -7706720 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 56911 members 
Entering Unmasked Estep 
Score: -7706723.500000 Penalty: 5461.796875
	Iteration 53Q: 3 clusters Score -7706724 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 56981 members 
Entering Unmasked Estep 
Score: -7706734.500000 Penalty: 5461.796875
	Iteration 54Q: 3 clusters Score -7706734 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 57045 members 
Entering Unmasked Estep 
Score: -7706751.000000 Penalty: 5461.796875
	Iteration 55Q: 3 clusters Score -7706751 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 57106 members 
Entering Unmasked Estep 
Score: -7706756.500000 Penalty: 5461.796875
	Iteration 56Q: 3 clusters Score -7706756 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 57156 members 
Entering Unmasked Estep 
Score: -7706773.000000 Penalty: 5461.796875
	Iteration 57Q: 3 clusters Score -7706773 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 57192 members 
Entering Unmasked Estep 
Score: -7706753.500000 Penalty: 5461.796875
	Iteration 58Q: 3 clusters Score -7706754 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 57236 members 
Entering Unmasked Estep 
Score: -7706757.000000 Penalty: 5461.796875
	Iteration 59Q: 3 clusters Score -7706757 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 57280 members 
Entering Unmasked Estep 
Score: -7706778.500000 Penalty: 5461.796875
	Iteration 60F: 3 clusters Score -7706778 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 57320 members 
Entering Unmasked Estep 
Score: -7706804.500000 Penalty: 5461.796875
	Iteration 61Q: 3 clusters Score -7706804 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 57370 members 
Entering Unmasked Estep 
Score: -7706789.500000 Penalty: 5461.796875
	Iteration 62Q: 3 clusters Score -7706790 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 57415 members 
Entering Unmasked Estep 
Score: -7706804.000000 Penalty: 5461.796875
	Iteration 63Q: 3 clusters Score -7706804 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 57454 members 
Entering Unmasked Estep 
Score: -7706815.500000 Penalty: 5461.796875
	Iteration 64Q: 3 clusters Score -7706816 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 57500 members 
Entering Unmasked Estep 
Score: -7706845.000000 Penalty: 5461.796875
	Iteration 65Q: 3 clusters Score -7706845 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 57544 members 
Entering Unmasked Estep 
Score: -7706859.000000 Penalty: 5461.796875
	Iteration 66Q: 3 clusters Score -7706859 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 57583 members 
Entering Unmasked Estep 
Score: -7706869.500000 Penalty: 5461.796875
	Iteration 67Q: 3 clusters Score -7706870 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 57615 members 
Entering Unmasked Estep 
Score: -7706874.000000 Penalty: 5461.796875
	Iteration 68Q: 3 clusters Score -7706874 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 57656 members 
Entering Unmasked Estep 
Score: -7706892.500000 Penalty: 5461.796875
	Iteration 69Q: 3 clusters Score -7706892 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 57695 members 
Entering Unmasked Estep 
Score: -7706891.000000 Penalty: 5461.796875
	Iteration 70Q: 3 clusters Score -7706891 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 57731 members 
Entering Unmasked Estep 
Score: -7706902.500000 Penalty: 5461.796875
	Iteration 71Q: 3 clusters Score -7706902 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 57771 members 
Entering Unmasked Estep 
Score: -7706905.500000 Penalty: 5461.796875
	Iteration 72Q: 3 clusters Score -7706906 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 57813 members 
Entering Unmasked Estep 
Score: -7706928.500000 Penalty: 5461.796875
	Iteration 73Q: 3 clusters Score -7706928 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 57852 members 
Entering Unmasked Estep 
Score: -7706923.500000 Penalty: 5461.796875
	Iteration 74Q: 3 clusters Score -7706924 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 57884 members 
Entering Unmasked Estep 
Score: -7706916.500000 Penalty: 5461.796875
	Iteration 75Q: 3 clusters Score -7706916 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 57911 members 
Entering Unmasked Estep 
Score: -7706915.500000 Penalty: 5461.796875
	Iteration 76Q: 3 clusters Score -7706916 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 57937 members 
Entering Unmasked Estep 
Score: -7706938.500000 Penalty: 5461.796875
	Iteration 77Q: 3 clusters Score -7706938 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 57956 members 
Entering Unmasked Estep 
Score: -7706944.000000 Penalty: 5461.796875
	Iteration 78Q: 3 clusters Score -7706944 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 57975 members 
Entering Unmasked Estep 
Score: -7706948.500000 Penalty: 5461.796875
	Iteration 79Q: 3 clusters Score -7706948 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 57995 members 
Entering Unmasked Estep 
Score: -7706960.000000 Penalty: 5461.796875
	Iteration 80F: 3 clusters Score -7706960 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 58014 members 
Entering Unmasked Estep 
Score: -7706951.500000 Penalty: 5461.796875
	Iteration 81Q: 3 clusters Score -7706952 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 58035 members 
Entering Unmasked Estep 
Score: -7706961.500000 Penalty: 5461.796875
	Iteration 82Q: 3 clusters Score -7706962 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 58062 members 
Entering Unmasked Estep 
Score: -7706959.500000 Penalty: 5461.796875
	Iteration 83Q: 3 clusters Score -7706960 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 58083 members 
Entering Unmasked Estep 
Score: -7706961.000000 Penalty: 5461.796875
	Iteration 84Q: 3 clusters Score -7706961 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 58107 members 
Entering Unmasked Estep 
Score: -7706973.000000 Penalty: 5461.796875
	Iteration 85Q: 3 clusters Score -7706973 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 58134 members 
Entering Unmasked Estep 
Score: -7706986.000000 Penalty: 5461.796875
	Iteration 86Q: 3 clusters Score -7706986 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 58149 members 
Entering Unmasked Estep 
Score: -7706987.000000 Penalty: 5461.796875
	Iteration 87Q: 3 clusters Score -7706987 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 58161 members 
Entering Unmasked Estep 
Score: -7706992.000000 Penalty: 5461.796875
	Iteration 88Q: 3 clusters Score -7706992 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 58170 members 
Entering Unmasked Estep 
Score: -7706993.000000 Penalty: 5461.796875
	Iteration 89Q: 3 clusters Score -7706993 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 58180 members 
Entering Unmasked Estep 
Score: -7706990.500000 Penalty: 5461.796875
	Iteration 90Q: 3 clusters Score -7706990 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 58193 members 
Entering Unmasked Estep 
Score: -7707001.500000 Penalty: 5461.796875
	Iteration 91Q: 3 clusters Score -7707002 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 58207 members 
Entering Unmasked Estep 
Score: -7706999.000000 Penalty: 5461.796875
	Iteration 92Q: 3 clusters Score -7706999 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 58218 members 
Entering Unmasked Estep 
Score: -7707006.500000 Penalty: 5461.796875
	Iteration 93Q: 3 clusters Score -7707006 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 58227 members 
Entering Unmasked Estep 
Score: -7706999.000000 Penalty: 5461.796875
	Iteration 94Q: 3 clusters Score -7706999 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 58232 members 
Entering Unmasked Estep 
Score: -7706993.500000 Penalty: 5461.796875
	Iteration 95Q: 3 clusters Score -7706994 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 58241 members 
Entering Unmasked Estep 
Score: -7707003.000000 Penalty: 5461.796875
	Iteration 96Q: 3 clusters Score -7707003 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 58248 members 
Entering Unmasked Estep 
Score: -7707000.000000 Penalty: 5461.796875
	Iteration 97Q: 3 clusters Score -7707000 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 58256 members 
Entering Unmasked Estep 
Score: -7707006.500000 Penalty: 5461.796875
	Iteration 98Q: 3 clusters Score -7707006 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 58263 members 
Entering Unmasked Estep 
Score: -7707016.500000 Penalty: 5461.796875
	Iteration 99Q: 3 clusters Score -7707016 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 58269 members 
Entering Unmasked Estep 
Score: -7707015.000000 Penalty: 5461.796875
	Iteration 100F: 3 clusters Score -7707015 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 58272 members 
Entering Unmasked Estep 
Score: -7707014.500000 Penalty: 5461.796875
	Iteration 101Q: 3 clusters Score -7707014 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 58277 members 
Entering Unmasked Estep 
Score: -7707019.000000 Penalty: 5461.796875
	Iteration 102Q: 3 clusters Score -7707019 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 58279 members 
Entering Unmasked Estep 
Score: -7707014.500000 Penalty: 5461.796875
	Iteration 103Q: 3 clusters Score -7707014 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 58281 members 
Entering Unmasked Estep 
Score: -7707019.500000 Penalty: 5461.796875
	Iteration 104Q: 3 clusters Score -7707020 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 58285 members 
Entering Unmasked Estep 
Score: -7707011.000000 Penalty: 5461.796875
	Iteration 105Q: 3 clusters Score -7707011 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 58285 members 
Entering Unmasked Estep 
Score: -7707011.000000 Penalty: 5461.796875
	Iteration 106F: 3 clusters Score -7707011 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (28740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28740 members 
Entering Unmasked Estep 
Score: -3649445.000000 Penalty: 2545.979248
	Iteration 0F: 2 clusters Score -3649445 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14346 members 
Mstep: Class 2 contains 14394 members 
Entering Unmasked Estep 
Score: -3629648.250000 Penalty: 5091.958496
	Iteration 0F: 3 clusters Score -3629648 nChanged 12901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14023 members 
Mstep: Class 2 contains 14717 members 
Entering Unmasked Estep 
Score: -3636834.750000 Penalty: 5091.958496
	Iteration 1F: 3 clusters Score -3636835 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13786 members 
Mstep: Class 2 contains 14954 members 
Entering Unmasked Estep 
Score: -3637465.000000 Penalty: 5091.958496
	Iteration 2F: 3 clusters Score -3637465 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13422 members 
Mstep: Class 2 contains 15318 members 
Entering Unmasked Estep 
Score: -3638148.750000 Penalty: 5091.958496
	Iteration 3F: 3 clusters Score -3638149 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12925 members 
Mstep: Class 2 contains 15815 members 
Entering Unmasked Estep 
Score: -3639003.500000 Penalty: 5091.958496
	Iteration 4F: 3 clusters Score -3639004 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12376 members 
Mstep: Class 2 contains 16364 members 
Entering Unmasked Estep 
Score: -3639984.500000 Penalty: 5091.958496
	Iteration 5F: 3 clusters Score -3639984 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11699 members 
Mstep: Class 2 contains 17041 members 
Entering Unmasked Estep 
Score: -3641059.500000 Penalty: 5091.958496
	Iteration 6F: 3 clusters Score -3641060 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11073 members 
Mstep: Class 2 contains 17667 members 
Entering Unmasked Estep 
Score: -3642192.750000 Penalty: 5091.958496
	Iteration 7F: 3 clusters Score -3642193 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10501 members 
Mstep: Class 2 contains 18239 members 
Entering Unmasked Estep 
Score: -3643223.250000 Penalty: 5091.958496
	Iteration 8F: 3 clusters Score -3643223 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10091 members 
Mstep: Class 2 contains 18649 members 
Entering Unmasked Estep 
Score: -3644027.750000 Penalty: 5091.958496
	Iteration 9Q: 3 clusters Score -3644028 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9820 members 
Mstep: Class 2 contains 18920 members 
Entering Unmasked Estep 
Score: -3644537.250000 Penalty: 5091.958496
	Iteration 10Q: 3 clusters Score -3644537 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 19158 members 
Entering Unmasked Estep 
Score: -3644839.750000 Penalty: 5091.958496
	Iteration 11Q: 3 clusters Score -3644840 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 19378 members 
Entering Unmasked Estep 
Score: -3645029.000000 Penalty: 5091.958496
	Iteration 12Q: 3 clusters Score -3645029 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 19577 members 
Entering Unmasked Estep 
Score: -3645169.500000 Penalty: 5091.958496
	Iteration 13Q: 3 clusters Score -3645170 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 19782 members 
Entering Unmasked Estep 
Score: -3645251.500000 Penalty: 5091.958496
	Iteration 14Q: 3 clusters Score -3645252 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 19983 members 
Entering Unmasked Estep 
Score: -3645318.250000 Penalty: 5091.958496
	Iteration 15Q: 3 clusters Score -3645318 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 20158 members 
Entering Unmasked Estep 
Score: -3645388.750000 Penalty: 5091.958496
	Iteration 16Q: 3 clusters Score -3645389 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8411 members 
Mstep: Class 2 contains 20329 members 
Entering Unmasked Estep 
Score: -3645451.750000 Penalty: 5091.958496
	Iteration 17Q: 3 clusters Score -3645452 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 20515 members 
Entering Unmasked Estep 
Score: -3645535.750000 Penalty: 5091.958496
	Iteration 18Q: 3 clusters Score -3645536 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 20729 members 
Entering Unmasked Estep 
Score: -3645650.750000 Penalty: 5091.958496
	Iteration 19Q: 3 clusters Score -3645651 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 20994 members 
Entering Unmasked Estep 
Score: -3645822.500000 Penalty: 5091.958496
	Iteration 20F: 3 clusters Score -3645822 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 21263 members 
Entering Unmasked Estep 
Score: -3646073.250000 Penalty: 5091.958496
	Iteration 21Q: 3 clusters Score -3646073 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 21529 members 
Entering Unmasked Estep 
Score: -3646321.000000 Penalty: 5091.958496
	Iteration 22Q: 3 clusters Score -3646321 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 21770 members 
Entering Unmasked Estep 
Score: -3646582.500000 Penalty: 5091.958496
	Iteration 23Q: 3 clusters Score -3646582 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 21976 members 
Entering Unmasked Estep 
Score: -3646819.500000 Penalty: 5091.958496
	Iteration 24Q: 3 clusters Score -3646820 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 22143 members 
Entering Unmasked Estep 
Score: -3647011.000000 Penalty: 5091.958496
	Iteration 25Q: 3 clusters Score -3647011 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 22256 members 
Entering Unmasked Estep 
Score: -3647122.250000 Penalty: 5091.958496
	Iteration 26Q: 3 clusters Score -3647122 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 22329 members 
Entering Unmasked Estep 
Score: -3647222.250000 Penalty: 5091.958496
	Iteration 27Q: 3 clusters Score -3647222 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 22399 members 
Entering Unmasked Estep 
Score: -3647301.000000 Penalty: 5091.958496
	Iteration 28Q: 3 clusters Score -3647301 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 22451 members 
Entering Unmasked Estep 
Score: -3647352.750000 Penalty: 5091.958496
	Iteration 29Q: 3 clusters Score -3647353 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 22490 members 
Entering Unmasked Estep 
Score: -3647389.500000 Penalty: 5091.958496
	Iteration 30Q: 3 clusters Score -3647390 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 22519 members 
Entering Unmasked Estep 
Score: -3647437.000000 Penalty: 5091.958496
	Iteration 31Q: 3 clusters Score -3647437 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 22522 members 
Entering Unmasked Estep 
Score: -3647468.500000 Penalty: 5091.958496
	Iteration 32Q: 3 clusters Score -3647468 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 22527 members 
Entering Unmasked Estep 
Score: -3647488.500000 Penalty: 5091.958496
	Iteration 33Q: 3 clusters Score -3647488 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 22550 members 
Entering Unmasked Estep 
Score: -3647501.250000 Penalty: 5091.958496
	Iteration 34Q: 3 clusters Score -3647501 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 22556 members 
Entering Unmasked Estep 
Score: -3647518.750000 Penalty: 5091.958496
	Iteration 35Q: 3 clusters Score -3647519 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 22571 members 
Entering Unmasked Estep 
Score: -3647540.500000 Penalty: 5091.958496
	Iteration 36Q: 3 clusters Score -3647540 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 22574 members 
Entering Unmasked Estep 
Score: -3647563.500000 Penalty: 5091.958496
	Iteration 37Q: 3 clusters Score -3647564 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 22580 members 
Entering Unmasked Estep 
Score: -3647565.250000 Penalty: 5091.958496
	Iteration 38Q: 3 clusters Score -3647565 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 22587 members 
Entering Unmasked Estep 
Score: -3647570.000000 Penalty: 5091.958496
	Iteration 39Q: 3 clusters Score -3647570 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 22593 members 
Entering Unmasked Estep 
Score: -3647568.500000 Penalty: 5091.958496
	Iteration 40F: 3 clusters Score -3647568 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 22597 members 
Entering Unmasked Estep 
Score: -3647570.250000 Penalty: 5091.958496
	Iteration 41Q: 3 clusters Score -3647570 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 22598 members 
Entering Unmasked Estep 
Score: -3647578.000000 Penalty: 5091.958496
	Iteration 42Q: 3 clusters Score -3647578 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 22590 members 
Entering Unmasked Estep 
Score: -3647589.500000 Penalty: 5091.958496
	Iteration 43Q: 3 clusters Score -3647590 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 22575 members 
Entering Unmasked Estep 
Score: -3647598.750000 Penalty: 5091.958496
	Iteration 44Q: 3 clusters Score -3647599 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 22557 members 
Entering Unmasked Estep 
Score: -3647596.000000 Penalty: 5091.958496
	Iteration 45Q: 3 clusters Score -3647596 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 22545 members 
Entering Unmasked Estep 
Score: -3647603.000000 Penalty: 5091.958496
	Iteration 46Q: 3 clusters Score -3647603 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 22538 members 
Entering Unmasked Estep 
Score: -3647609.250000 Penalty: 5091.958496
	Iteration 47Q: 3 clusters Score -3647609 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 22523 members 
Entering Unmasked Estep 
Score: -3647616.500000 Penalty: 5091.958496
	Iteration 48Q: 3 clusters Score -3647616 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 22512 members 
Entering Unmasked Estep 
Score: -3647613.250000 Penalty: 5091.958496
	Iteration 49Q: 3 clusters Score -3647613 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 22505 members 
Entering Unmasked Estep 
Score: -3647616.000000 Penalty: 5091.958496
	Iteration 50Q: 3 clusters Score -3647616 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 22495 members 
Entering Unmasked Estep 
Score: -3647620.000000 Penalty: 5091.958496
	Iteration 51Q: 3 clusters Score -3647620 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 22489 members 
Entering Unmasked Estep 
Score: -3647619.750000 Penalty: 5091.958496
	Iteration 52Q: 3 clusters Score -3647620 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 22486 members 
Entering Unmasked Estep 
Score: -3647621.250000 Penalty: 5091.958496
	Iteration 53Q: 3 clusters Score -3647621 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 22486 members 
Entering Unmasked Estep 
Score: -3647622.500000 Penalty: 5091.958496
	Iteration 54Q: 3 clusters Score -3647622 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 22483 members 
Entering Unmasked Estep 
Score: -3647625.750000 Penalty: 5091.958496
	Iteration 55Q: 3 clusters Score -3647626 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 22483 members 
Entering Unmasked Estep 
Score: -3647621.250000 Penalty: 5091.958496
	Iteration 56Q: 3 clusters Score -3647621 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 22483 members 
Entering Unmasked Estep 
Score: -3647620.750000 Penalty: 5091.958496
	Iteration 57Q: 3 clusters Score -3647621 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 22486 members 
Entering Unmasked Estep 
Score: -3647628.750000 Penalty: 5091.958496
	Iteration 58Q: 3 clusters Score -3647629 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 22488 members 
Entering Unmasked Estep 
Score: -3647628.250000 Penalty: 5091.958496
	Iteration 59Q: 3 clusters Score -3647628 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 22489 members 
Entering Unmasked Estep 
Score: -3647625.750000 Penalty: 5091.958496
	Iteration 60F: 3 clusters Score -3647626 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 22490 members 
Entering Unmasked Estep 
Score: -3647623.500000 Penalty: 5091.958496
	Iteration 61Q: 3 clusters Score -3647624 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 22489 members 
Entering Unmasked Estep 
Score: -3647628.500000 Penalty: 5091.958496
	Iteration 62Q: 3 clusters Score -3647628 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 22488 members 
Entering Unmasked Estep 
Score: -3647621.500000 Penalty: 5091.958496
	Iteration 63Q: 3 clusters Score -3647622 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 22485 members 
Entering Unmasked Estep 
Score: -3647627.250000 Penalty: 5091.958496
	Iteration 64Q: 3 clusters Score -3647627 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 22481 members 
Entering Unmasked Estep 
Score: -3647625.250000 Penalty: 5091.958496
	Iteration 65Q: 3 clusters Score -3647625 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 22475 members 
Entering Unmasked Estep 
Score: -3647622.250000 Penalty: 5091.958496
	Iteration 66Q: 3 clusters Score -3647622 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 22471 members 
Entering Unmasked Estep 
Score: -3647623.000000 Penalty: 5091.958496
	Iteration 67Q: 3 clusters Score -3647623 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 22468 members 
Entering Unmasked Estep 
Score: -3647627.250000 Penalty: 5091.958496
	Iteration 68Q: 3 clusters Score -3647627 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 22467 members 
Entering Unmasked Estep 
Score: -3647626.750000 Penalty: 5091.958496
	Iteration 69Q: 3 clusters Score -3647627 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 22467 members 
Entering Unmasked Estep 
Score: -3647627.500000 Penalty: 5091.958496
	Iteration 70Q: 3 clusters Score -3647628 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 22465 members 
Entering Unmasked Estep 
Score: -3647622.250000 Penalty: 5091.958496
	Iteration 71Q: 3 clusters Score -3647622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 22466 members 
Entering Unmasked Estep 
Score: -3647627.500000 Penalty: 5091.958496
	Iteration 72Q: 3 clusters Score -3647628 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 22466 members 
Entering Unmasked Estep 
Score: -3647627.500000 Penalty: 5091.958496
	Iteration 73F: 3 clusters Score -3647628 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Entering Unmasked Estep 
Score: -66601.320312 Penalty: 1527.979370
	Iteration 0F: 2 clusters Score -66601.32 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 238 members 
Entering Unmasked Estep 
Score: -65166.609375 Penalty: 3055.958740
	Iteration 0F: 3 clusters Score -65166.61 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -65610.117188 Penalty: 3055.958740
	Iteration 1F: 3 clusters Score -65610.12 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -66054.531250 Penalty: 3055.958740
	Iteration 2F: 3 clusters Score -66054.53 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -66535.875000 Penalty: 3055.958740
	Iteration 3F: 3 clusters Score -66535.88 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -66745.148438 Penalty: 3055.958740
	Iteration 4Q: 3 clusters Score -66745.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -66797.906250 Penalty: 3055.958740
	Iteration 5Q: 3 clusters Score -66797.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -66815.468750 Penalty: 3055.958740
	Iteration 6Q: 3 clusters Score -66815.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -66832.234375 Penalty: 3055.958740
	Iteration 7Q: 3 clusters Score -66832.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -66832.234375 Penalty: 3055.958740
	Iteration 8F: 3 clusters Score -66832.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22769 members 
Mstep: Class 2 contains 3563 members 
Mstep: Class 3 contains 1102 members 
Mstep: Class 4 contains 223963 members 
Mstep: Class 5 contains 4132 members 
Mstep: Class 6 contains 2379 members 
Mstep: Class 7 contains 9391 members 
Mstep: Class 8 contains 14059 members 
Mstep: Class 9 contains 7488 members 
Mstep: Class 10 contains 27218 members 
Mstep: Class 11 contains 11582 members 
Mstep: Class 12 contains 969 members 
Mstep: Class 13 contains 3334 members 
Mstep: Class 14 contains 36129 members 
Mstep: Class 15 contains 181565 members 
Mstep: Class 16 contains 23118 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 10030 members 
Mstep: Class 19 contains 164656 members 
Mstep: Class 20 contains 55288 members 
Mstep: Class 21 contains 2332 members 
Mstep: Class 22 contains 692 members 
Mstep: Class 23 contains 4372 members 
Mstep: Class 24 contains 3188 members 
Mstep: Class 25 contains 38763 members 
Mstep: Class 26 contains 60578 members 
Mstep: Class 27 contains 28740 members 
Mstep: Class 28 contains 219 members 
Mstep: Class 29 contains 45247 members 
Mstep: Class 30 contains 11088 members 
Mstep: Class 31 contains 6503 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8484 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 3407 members 
Mstep: Class 36 contains 8309 members 
Mstep: Class 37 contains 3953 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1840 members 
Mstep: Class 40 contains 19227 members 
Mstep: Class 41 contains 425 members 
Mstep: Class 42 contains 3013 members 
Mstep: Class 43 contains 4390 members 
Mstep: Class 44 contains 2354 members 
Mstep: Class 45 contains 21928 members 
Mstep: Class 46 contains 13111 members 
Mstep: Class 47 contains 305 members 
Mstep: Class 48 contains 8295 members 
Mstep: Class 49 contains 26891 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 1027 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 3099 members 
Mstep: Class 54 contains 976 members 
Mstep: Class 55 contains 4713 members 
Mstep: Class 56 contains 17268 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 285 members 
Mstep: Class 60 contains 4780 members 
Mstep: Class 61 contains 1767 members 
Mstep: Class 62 contains 1054 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 7994 members 
Mstep: Class 65 contains 501 members 
Mstep: Class 66 contains 667 members 
Mstep: Class 67 contains 2672 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 708 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 4487 members 
Mstep: Class 75 contains 255 members 
Entering Unmasked Estep 
Score: -147541408.000000 Penalty: 260176.640625
Splitting cluster 28 changes total score from -147542752.000000 to -147541408.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 29 (45247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45247 members 
Entering Unmasked Estep 
Score: -5721602.500000 Penalty: 2658.533203
	Iteration 0F: 2 clusters Score -5721602 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22591 members 
Mstep: Class 2 contains 22656 members 
Entering Unmasked Estep 
Score: -5691069.000000 Penalty: 5317.066406
	Iteration 0F: 3 clusters Score -5691069 nChanged 20790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22517 members 
Mstep: Class 2 contains 22730 members 
Entering Unmasked Estep 
Score: -5702962.000000 Penalty: 5317.066406
	Iteration 1F: 3 clusters Score -5702962 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22353 members 
Mstep: Class 2 contains 22894 members 
Entering Unmasked Estep 
Score: -5703956.500000 Penalty: 5317.066406
	Iteration 2Q: 3 clusters Score -5703956 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22020 members 
Mstep: Class 2 contains 23227 members 
Entering Unmasked Estep 
Score: -5705096.000000 Penalty: 5317.066406
	Iteration 3F: 3 clusters Score -5705096 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21410 members 
Mstep: Class 2 contains 23837 members 
Entering Unmasked Estep 
Score: -5706275.500000 Penalty: 5317.066406
	Iteration 4F: 3 clusters Score -5706276 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20388 members 
Mstep: Class 2 contains 24859 members 
Entering Unmasked Estep 
Score: -5707601.000000 Penalty: 5317.066406
	Iteration 5F: 3 clusters Score -5707601 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18970 members 
Mstep: Class 2 contains 26277 members 
Entering Unmasked Estep 
Score: -5709145.000000 Penalty: 5317.066406
	Iteration 6F: 3 clusters Score -5709145 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17161 members 
Mstep: Class 2 contains 28086 members 
Entering Unmasked Estep 
Score: -5710762.000000 Penalty: 5317.066406
	Iteration 7F: 3 clusters Score -5710762 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15212 members 
Mstep: Class 2 contains 30035 members 
Entering Unmasked Estep 
Score: -5712409.000000 Penalty: 5317.066406
	Iteration 8F: 3 clusters Score -5712409 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13402 members 
Mstep: Class 2 contains 31845 members 
Entering Unmasked Estep 
Score: -5713792.500000 Penalty: 5317.066406
	Iteration 9Q: 3 clusters Score -5713792 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11828 members 
Mstep: Class 2 contains 33419 members 
Entering Unmasked Estep 
Score: -5715038.000000 Penalty: 5317.066406
	Iteration 10Q: 3 clusters Score -5715038 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10474 members 
Mstep: Class 2 contains 34773 members 
Entering Unmasked Estep 
Score: -5716031.000000 Penalty: 5317.066406
	Iteration 11Q: 3 clusters Score -5716031 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 35970 members 
Entering Unmasked Estep 
Score: -5716803.500000 Penalty: 5317.066406
	Iteration 12Q: 3 clusters Score -5716804 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 36947 members 
Entering Unmasked Estep 
Score: -5717396.000000 Penalty: 5317.066406
	Iteration 13Q: 3 clusters Score -5717396 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 37785 members 
Entering Unmasked Estep 
Score: -5717859.500000 Penalty: 5317.066406
	Iteration 14Q: 3 clusters Score -5717860 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 38490 members 
Entering Unmasked Estep 
Score: -5718256.000000 Penalty: 5317.066406
	Iteration 15Q: 3 clusters Score -5718256 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 39093 members 
Entering Unmasked Estep 
Score: -5718556.500000 Penalty: 5317.066406
	Iteration 16Q: 3 clusters Score -5718556 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 39617 members 
Entering Unmasked Estep 
Score: -5718783.500000 Penalty: 5317.066406
	Iteration 17Q: 3 clusters Score -5718784 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 40095 members 
Entering Unmasked Estep 
Score: -5719008.000000 Penalty: 5317.066406
	Iteration 18Q: 3 clusters Score -5719008 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 40524 members 
Entering Unmasked Estep 
Score: -5719236.500000 Penalty: 5317.066406
	Iteration 19Q: 3 clusters Score -5719236 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 40883 members 
Entering Unmasked Estep 
Score: -5719400.000000 Penalty: 5317.066406
	Iteration 20F: 3 clusters Score -5719400 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 41218 members 
Entering Unmasked Estep 
Score: -5719580.500000 Penalty: 5317.066406
	Iteration 21Q: 3 clusters Score -5719580 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 41532 members 
Entering Unmasked Estep 
Score: -5719736.500000 Penalty: 5317.066406
	Iteration 22Q: 3 clusters Score -5719736 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 41813 members 
Entering Unmasked Estep 
Score: -5719898.500000 Penalty: 5317.066406
	Iteration 23Q: 3 clusters Score -5719898 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 42077 members 
Entering Unmasked Estep 
Score: -5720064.000000 Penalty: 5317.066406
	Iteration 24Q: 3 clusters Score -5720064 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 42299 members 
Entering Unmasked Estep 
Score: -5720207.000000 Penalty: 5317.066406
	Iteration 25Q: 3 clusters Score -5720207 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 42506 members 
Entering Unmasked Estep 
Score: -5720295.500000 Penalty: 5317.066406
	Iteration 26Q: 3 clusters Score -5720296 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 42659 members 
Entering Unmasked Estep 
Score: -5720372.000000 Penalty: 5317.066406
	Iteration 27Q: 3 clusters Score -5720372 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 42782 members 
Entering Unmasked Estep 
Score: -5720432.000000 Penalty: 5317.066406
	Iteration 28Q: 3 clusters Score -5720432 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 42884 members 
Entering Unmasked Estep 
Score: -5720510.000000 Penalty: 5317.066406
	Iteration 29Q: 3 clusters Score -5720510 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 42959 members 
Entering Unmasked Estep 
Score: -5720546.000000 Penalty: 5317.066406
	Iteration 30Q: 3 clusters Score -5720546 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 43022 members 
Entering Unmasked Estep 
Score: -5720577.000000 Penalty: 5317.066406
	Iteration 31Q: 3 clusters Score -5720577 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 43081 members 
Entering Unmasked Estep 
Score: -5720588.500000 Penalty: 5317.066406
	Iteration 32Q: 3 clusters Score -5720588 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 43131 members 
Entering Unmasked Estep 
Score: -5720612.000000 Penalty: 5317.066406
	Iteration 33Q: 3 clusters Score -5720612 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 43173 members 
Entering Unmasked Estep 
Score: -5720623.500000 Penalty: 5317.066406
	Iteration 34Q: 3 clusters Score -5720624 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 43205 members 
Entering Unmasked Estep 
Score: -5720636.000000 Penalty: 5317.066406
	Iteration 35Q: 3 clusters Score -5720636 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 43225 members 
Entering Unmasked Estep 
Score: -5720632.000000 Penalty: 5317.066406
	Iteration 36Q: 3 clusters Score -5720632 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 43241 members 
Entering Unmasked Estep 
Score: -5720643.000000 Penalty: 5317.066406
	Iteration 37Q: 3 clusters Score -5720643 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 43251 members 
Entering Unmasked Estep 
Score: -5720641.000000 Penalty: 5317.066406
	Iteration 38Q: 3 clusters Score -5720641 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 43260 members 
Entering Unmasked Estep 
Score: -5720634.500000 Penalty: 5317.066406
	Iteration 39Q: 3 clusters Score -5720634 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 43271 members 
Entering Unmasked Estep 
Score: -5720645.500000 Penalty: 5317.066406
	Iteration 40F: 3 clusters Score -5720646 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 43278 members 
Entering Unmasked Estep 
Score: -5720647.500000 Penalty: 5317.066406
	Iteration 41Q: 3 clusters Score -5720648 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 43284 members 
Entering Unmasked Estep 
Score: -5720655.000000 Penalty: 5317.066406
	Iteration 42Q: 3 clusters Score -5720655 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 43290 members 
Entering Unmasked Estep 
Score: -5720658.000000 Penalty: 5317.066406
	Iteration 43Q: 3 clusters Score -5720658 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 43292 members 
Entering Unmasked Estep 
Score: -5720658.500000 Penalty: 5317.066406
	Iteration 44Q: 3 clusters Score -5720658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 43296 members 
Entering Unmasked Estep 
Score: -5720661.500000 Penalty: 5317.066406
	Iteration 45Q: 3 clusters Score -5720662 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 43304 members 
Entering Unmasked Estep 
Score: -5720670.500000 Penalty: 5317.066406
	Iteration 46Q: 3 clusters Score -5720670 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 43307 members 
Entering Unmasked Estep 
Score: -5720680.500000 Penalty: 5317.066406
	Iteration 47Q: 3 clusters Score -5720680 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 43310 members 
Entering Unmasked Estep 
Score: -5720677.000000 Penalty: 5317.066406
	Iteration 48Q: 3 clusters Score -5720677 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 43313 members 
Entering Unmasked Estep 
Score: -5720678.500000 Penalty: 5317.066406
	Iteration 49Q: 3 clusters Score -5720678 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 43317 members 
Entering Unmasked Estep 
Score: -5720678.000000 Penalty: 5317.066406
	Iteration 50Q: 3 clusters Score -5720678 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 43319 members 
Entering Unmasked Estep 
Score: -5720679.500000 Penalty: 5317.066406
	Iteration 51Q: 3 clusters Score -5720680 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 43323 members 
Entering Unmasked Estep 
Score: -5720681.000000 Penalty: 5317.066406
	Iteration 52Q: 3 clusters Score -5720681 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 43327 members 
Entering Unmasked Estep 
Score: -5720684.500000 Penalty: 5317.066406
	Iteration 53Q: 3 clusters Score -5720684 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 43332 members 
Entering Unmasked Estep 
Score: -5720685.500000 Penalty: 5317.066406
	Iteration 54Q: 3 clusters Score -5720686 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 43336 members 
Entering Unmasked Estep 
Score: -5720686.000000 Penalty: 5317.066406
	Iteration 55Q: 3 clusters Score -5720686 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 43336 members 
Entering Unmasked Estep 
Score: -5720682.500000 Penalty: 5317.066406
	Iteration 56Q: 3 clusters Score -5720682 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 43335 members 
Entering Unmasked Estep 
Score: -5720683.000000 Penalty: 5317.066406
	Iteration 57Q: 3 clusters Score -5720683 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 43336 members 
Entering Unmasked Estep 
Score: -5720686.500000 Penalty: 5317.066406
	Iteration 58Q: 3 clusters Score -5720686 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 43339 members 
Entering Unmasked Estep 
Score: -5720690.500000 Penalty: 5317.066406
	Iteration 59Q: 3 clusters Score -5720690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 43342 members 
Entering Unmasked Estep 
Score: -5720694.000000 Penalty: 5317.066406
	Iteration 60F: 3 clusters Score -5720694 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 43343 members 
Entering Unmasked Estep 
Score: -5720695.000000 Penalty: 5317.066406
	Iteration 61Q: 3 clusters Score -5720695 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 43343 members 
Entering Unmasked Estep 
Score: -5720695.000000 Penalty: 5317.066406
	Iteration 62F: 3 clusters Score -5720695 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (11088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11088 members 
Entering Unmasked Estep 
Score: -1387705.625000 Penalty: 2309.777344
	Iteration 0F: 2 clusters Score -1387706 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -1379308.875000 Penalty: 4619.554688
	Iteration 0F: 3 clusters Score -1379309 nChanged 4626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -1381806.000000 Penalty: 4619.554688
	Iteration 1F: 3 clusters Score -1381806 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -1382225.750000 Penalty: 4619.554688
	Iteration 2F: 3 clusters Score -1382226 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -1382589.250000 Penalty: 4619.554688
	Iteration 3F: 3 clusters Score -1382589 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -1382927.375000 Penalty: 4619.554688
	Iteration 4F: 3 clusters Score -1382927 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -1383241.125000 Penalty: 4619.554688
	Iteration 5Q: 3 clusters Score -1383241 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -1383529.625000 Penalty: 4619.554688
	Iteration 6Q: 3 clusters Score -1383530 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -1383837.875000 Penalty: 4619.554688
	Iteration 7Q: 3 clusters Score -1383838 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -1384139.750000 Penalty: 4619.554688
	Iteration 8Q: 3 clusters Score -1384140 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -1384393.875000 Penalty: 4619.554688
	Iteration 9Q: 3 clusters Score -1384394 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -1384624.000000 Penalty: 4619.554688
	Iteration 10Q: 3 clusters Score -1384624 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -1384822.000000 Penalty: 4619.554688
	Iteration 11Q: 3 clusters Score -1384822 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -1385008.375000 Penalty: 4619.554688
	Iteration 12Q: 3 clusters Score -1385008 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -1385206.750000 Penalty: 4619.554688
	Iteration 13Q: 3 clusters Score -1385207 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -1385382.375000 Penalty: 4619.554688
	Iteration 14Q: 3 clusters Score -1385382 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -1385535.250000 Penalty: 4619.554688
	Iteration 15Q: 3 clusters Score -1385535 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -1385639.625000 Penalty: 4619.554688
	Iteration 16Q: 3 clusters Score -1385640 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9138 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -1385716.250000 Penalty: 4619.554688
	Iteration 17Q: 3 clusters Score -1385716 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -1385764.125000 Penalty: 4619.554688
	Iteration 18Q: 3 clusters Score -1385764 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -1385816.125000 Penalty: 4619.554688
	Iteration 19Q: 3 clusters Score -1385816 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -1385852.625000 Penalty: 4619.554688
	Iteration 20F: 3 clusters Score -1385853 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -1385872.750000 Penalty: 4619.554688
	Iteration 21Q: 3 clusters Score -1385873 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9505 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -1385888.250000 Penalty: 4619.554688
	Iteration 22Q: 3 clusters Score -1385888 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -1385899.000000 Penalty: 4619.554688
	Iteration 23Q: 3 clusters Score -1385899 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -1385905.875000 Penalty: 4619.554688
	Iteration 24Q: 3 clusters Score -1385906 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -1385910.375000 Penalty: 4619.554688
	Iteration 25Q: 3 clusters Score -1385910 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -1385913.000000 Penalty: 4619.554688
	Iteration 26Q: 3 clusters Score -1385913 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -1385917.500000 Penalty: 4619.554688
	Iteration 27Q: 3 clusters Score -1385918 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -1385927.625000 Penalty: 4619.554688
	Iteration 28Q: 3 clusters Score -1385928 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -1385930.750000 Penalty: 4619.554688
	Iteration 29Q: 3 clusters Score -1385931 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -1385936.125000 Penalty: 4619.554688
	Iteration 30Q: 3 clusters Score -1385936 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -1385935.625000 Penalty: 4619.554688
	Iteration 31Q: 3 clusters Score -1385936 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9647 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -1385940.625000 Penalty: 4619.554688
	Iteration 32Q: 3 clusters Score -1385941 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -1385949.000000 Penalty: 4619.554688
	Iteration 33Q: 3 clusters Score -1385949 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9681 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -1385959.500000 Penalty: 4619.554688
	Iteration 34Q: 3 clusters Score -1385960 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -1385962.125000 Penalty: 4619.554688
	Iteration 35Q: 3 clusters Score -1385962 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -1385969.375000 Penalty: 4619.554688
	Iteration 36Q: 3 clusters Score -1385969 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -1385976.125000 Penalty: 4619.554688
	Iteration 37Q: 3 clusters Score -1385976 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -1385977.625000 Penalty: 4619.554688
	Iteration 38Q: 3 clusters Score -1385978 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -1385980.125000 Penalty: 4619.554688
	Iteration 39Q: 3 clusters Score -1385980 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -1385983.250000 Penalty: 4619.554688
	Iteration 40F: 3 clusters Score -1385983 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -1385983.625000 Penalty: 4619.554688
	Iteration 41Q: 3 clusters Score -1385984 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -1385987.125000 Penalty: 4619.554688
	Iteration 42Q: 3 clusters Score -1385987 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -1385987.625000 Penalty: 4619.554688
	Iteration 43Q: 3 clusters Score -1385988 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9799 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -1385990.250000 Penalty: 4619.554688
	Iteration 44Q: 3 clusters Score -1385990 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -1385993.125000 Penalty: 4619.554688
	Iteration 45Q: 3 clusters Score -1385993 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -1385996.875000 Penalty: 4619.554688
	Iteration 46Q: 3 clusters Score -1385997 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -1385995.000000 Penalty: 4619.554688
	Iteration 47Q: 3 clusters Score -1385995 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -1385996.500000 Penalty: 4619.554688
	Iteration 48Q: 3 clusters Score -1385996 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -1385996.500000 Penalty: 4619.554688
	Iteration 49Q: 3 clusters Score -1385996 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -1385999.000000 Penalty: 4619.554688
	Iteration 50Q: 3 clusters Score -1385999 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -1385998.500000 Penalty: 4619.554688
	Iteration 51Q: 3 clusters Score -1385998 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9831 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1385999.250000 Penalty: 4619.554688
	Iteration 52Q: 3 clusters Score -1385999 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -1385999.625000 Penalty: 4619.554688
	Iteration 53Q: 3 clusters Score -1386000 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -1385999.625000 Penalty: 4619.554688
	Iteration 54F: 3 clusters Score -1386000 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (6503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Entering Unmasked Estep 
Score: -840359.937500 Penalty: 2177.444580
	Iteration 0F: 2 clusters Score -840359.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -834952.687500 Penalty: 4354.889160
	Iteration 0F: 3 clusters Score -834952.7 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -836336.937500 Penalty: 4354.889160
	Iteration 1F: 3 clusters Score -836336.9 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -836585.875000 Penalty: 4354.889160
	Iteration 2F: 3 clusters Score -836585.9 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -836780.562500 Penalty: 4354.889160
	Iteration 3F: 3 clusters Score -836780.6 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -836937.125000 Penalty: 4354.889160
	Iteration 4Q: 3 clusters Score -836937.1 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -837069.687500 Penalty: 4354.889160
	Iteration 5Q: 3 clusters Score -837069.7 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -837195.062500 Penalty: 4354.889160
	Iteration 6Q: 3 clusters Score -837195.1 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -837336.812500 Penalty: 4354.889160
	Iteration 7Q: 3 clusters Score -837336.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -837500.937500 Penalty: 4354.889160
	Iteration 8Q: 3 clusters Score -837500.9 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -837673.000000 Penalty: 4354.889160
	Iteration 9Q: 3 clusters Score -837673 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -837866.750000 Penalty: 4354.889160
	Iteration 10Q: 3 clusters Score -837866.8 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -838115.062500 Penalty: 4354.889160
	Iteration 11Q: 3 clusters Score -838115.1 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -838399.375000 Penalty: 4354.889160
	Iteration 12Q: 3 clusters Score -838399.4 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -838698.250000 Penalty: 4354.889160
	Iteration 13Q: 3 clusters Score -838698.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -838973.062500 Penalty: 4354.889160
	Iteration 14Q: 3 clusters Score -838973.1 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -839205.312500 Penalty: 4354.889160
	Iteration 15Q: 3 clusters Score -839205.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -839339.187500 Penalty: 4354.889160
	Iteration 16Q: 3 clusters Score -839339.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -839396.625000 Penalty: 4354.889160
	Iteration 17Q: 3 clusters Score -839396.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -839427.437500 Penalty: 4354.889160
	Iteration 18Q: 3 clusters Score -839427.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -839444.687500 Penalty: 4354.889160
	Iteration 19Q: 3 clusters Score -839444.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -839451.625000 Penalty: 4354.889160
	Iteration 20F: 3 clusters Score -839451.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -839454.250000 Penalty: 4354.889160
	Iteration 21Q: 3 clusters Score -839454.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -839457.687500 Penalty: 4354.889160
	Iteration 22Q: 3 clusters Score -839457.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -839461.250000 Penalty: 4354.889160
	Iteration 23Q: 3 clusters Score -839461.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -839461.000000 Penalty: 4354.889160
	Iteration 24Q: 3 clusters Score -839461 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -839461.000000 Penalty: 4354.889160
	Iteration 25F: 3 clusters Score -839461 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Entering Unmasked Estep 
Score: -30316.671875 Penalty: 1537.222656
	Iteration 0F: 2 clusters Score -30316.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -29036.181641 Penalty: 3074.445312
	Iteration 0F: 3 clusters Score -29036.18 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -29562.455078 Penalty: 3074.445312
	Iteration 1F: 3 clusters Score -29562.46 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -30028.503906 Penalty: 3074.445312
	Iteration 2F: 3 clusters Score -30028.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -30201.599609 Penalty: 3074.445312
	Iteration 3F: 3 clusters Score -30201.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -30266.703125 Penalty: 3074.445312
	Iteration 4Q: 3 clusters Score -30266.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -30322.951172 Penalty: 3074.445312
	Iteration 5Q: 3 clusters Score -30322.95 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -30381.863281 Penalty: 3074.445312
	Iteration 6Q: 3 clusters Score -30381.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -30387.400391 Penalty: 3074.445312
	Iteration 7Q: 3 clusters Score -30387.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -30387.400391 Penalty: 3074.445312
	Iteration 8F: 3 clusters Score -30387.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22769 members 
Mstep: Class 2 contains 3563 members 
Mstep: Class 3 contains 1102 members 
Mstep: Class 4 contains 223963 members 
Mstep: Class 5 contains 4132 members 
Mstep: Class 6 contains 2379 members 
Mstep: Class 7 contains 9391 members 
Mstep: Class 8 contains 14059 members 
Mstep: Class 9 contains 7488 members 
Mstep: Class 10 contains 27218 members 
Mstep: Class 11 contains 11582 members 
Mstep: Class 12 contains 969 members 
Mstep: Class 13 contains 3334 members 
Mstep: Class 14 contains 36129 members 
Mstep: Class 15 contains 181565 members 
Mstep: Class 16 contains 23118 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 10030 members 
Mstep: Class 19 contains 164656 members 
Mstep: Class 20 contains 55288 members 
Mstep: Class 21 contains 2332 members 
Mstep: Class 22 contains 692 members 
Mstep: Class 23 contains 4372 members 
Mstep: Class 24 contains 3188 members 
Mstep: Class 25 contains 38763 members 
Mstep: Class 26 contains 60578 members 
Mstep: Class 27 contains 28740 members 
Mstep: Class 28 contains 474 members 
Mstep: Class 29 contains 45247 members 
Mstep: Class 30 contains 11088 members 
Mstep: Class 31 contains 6503 members 
Mstep: Class 32 contains 175 members 
Mstep: Class 33 contains 8484 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 3407 members 
Mstep: Class 36 contains 8309 members 
Mstep: Class 37 contains 3953 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1840 members 
Mstep: Class 40 contains 19227 members 
Mstep: Class 41 contains 425 members 
Mstep: Class 42 contains 3013 members 
Mstep: Class 43 contains 4390 members 
Mstep: Class 44 contains 2354 members 
Mstep: Class 45 contains 21928 members 
Mstep: Class 46 contains 13111 members 
Mstep: Class 47 contains 305 members 
Mstep: Class 48 contains 8295 members 
Mstep: Class 49 contains 26891 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 1027 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 3099 members 
Mstep: Class 54 contains 976 members 
Mstep: Class 55 contains 4713 members 
Mstep: Class 56 contains 17268 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 285 members 
Mstep: Class 60 contains 4780 members 
Mstep: Class 61 contains 1767 members 
Mstep: Class 62 contains 1054 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 7994 members 
Mstep: Class 65 contains 501 members 
Mstep: Class 66 contains 667 members 
Mstep: Class 67 contains 2672 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 708 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 4487 members 
Mstep: Class 75 contains 317 members 
Entering Unmasked Estep 
Score: -147541296.000000 Penalty: 260176.640625
Splitting cluster 32 changes total score from -147542752.000000 to -147541296.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 33 (8484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Entering Unmasked Estep 
Score: -1049783.125000 Penalty: 2243.392578
	Iteration 0F: 2 clusters Score -1049783 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 4269 members 
Entering Unmasked Estep 
Score: -1043102.500000 Penalty: 4486.785156
	Iteration 0F: 3 clusters Score -1043102 nChanged 3479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -1045155.750000 Penalty: 4486.785156
	Iteration 1F: 3 clusters Score -1045156 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -1045758.375000 Penalty: 4486.785156
	Iteration 2F: 3 clusters Score -1045758 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -1046442.562500 Penalty: 4486.785156
	Iteration 3F: 3 clusters Score -1046443 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -1047183.750000 Penalty: 4486.785156
	Iteration 4F: 3 clusters Score -1047184 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -1047765.312500 Penalty: 4486.785156
	Iteration 5F: 3 clusters Score -1047765 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -1048128.562500 Penalty: 4486.785156
	Iteration 6F: 3 clusters Score -1048129 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -1048313.250000 Penalty: 4486.785156
	Iteration 7Q: 3 clusters Score -1048313 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -1048409.250000 Penalty: 4486.785156
	Iteration 8Q: 3 clusters Score -1048409 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -1048476.437500 Penalty: 4486.785156
	Iteration 9Q: 3 clusters Score -1048476 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -1048531.875000 Penalty: 4486.785156
	Iteration 10Q: 3 clusters Score -1048532 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -1048594.875000 Penalty: 4486.785156
	Iteration 11Q: 3 clusters Score -1048595 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -1048655.000000 Penalty: 4486.785156
	Iteration 12Q: 3 clusters Score -1048655 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -1048730.750000 Penalty: 4486.785156
	Iteration 13Q: 3 clusters Score -1048731 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -1048820.875000 Penalty: 4486.785156
	Iteration 14Q: 3 clusters Score -1048821 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -1048917.250000 Penalty: 4486.785156
	Iteration 15Q: 3 clusters Score -1048917 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -1049036.750000 Penalty: 4486.785156
	Iteration 16Q: 3 clusters Score -1049037 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -1049174.375000 Penalty: 4486.785156
	Iteration 17Q: 3 clusters Score -1049174 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -1049368.875000 Penalty: 4486.785156
	Iteration 18Q: 3 clusters Score -1049369 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -1049578.250000 Penalty: 4486.785156
	Iteration 19Q: 3 clusters Score -1049578 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -1049743.875000 Penalty: 4486.785156
	Iteration 20F: 3 clusters Score -1049744 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -1049841.250000 Penalty: 4486.785156
	Iteration 21Q: 3 clusters Score -1049841 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -1049896.375000 Penalty: 4486.785156
	Iteration 22Q: 3 clusters Score -1049896 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -1049941.000000 Penalty: 4486.785156
	Iteration 23Q: 3 clusters Score -1049941 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -1049972.875000 Penalty: 4486.785156
	Iteration 24Q: 3 clusters Score -1049973 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -1049982.875000 Penalty: 4486.785156
	Iteration 25Q: 3 clusters Score -1049983 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -1049993.875000 Penalty: 4486.785156
	Iteration 26Q: 3 clusters Score -1049994 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -1050000.750000 Penalty: 4486.785156
	Iteration 27Q: 3 clusters Score -1050001 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -1050006.625000 Penalty: 4486.785156
	Iteration 28Q: 3 clusters Score -1050007 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -1050013.375000 Penalty: 4486.785156
	Iteration 29Q: 3 clusters Score -1050013 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -1050014.000000 Penalty: 4486.785156
	Iteration 30Q: 3 clusters Score -1050014 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -1050018.000000 Penalty: 4486.785156
	Iteration 31Q: 3 clusters Score -1050018 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -1050020.000000 Penalty: 4486.785156
	Iteration 32Q: 3 clusters Score -1050020 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -1050023.125000 Penalty: 4486.785156
	Iteration 33Q: 3 clusters Score -1050023 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -1050024.250000 Penalty: 4486.785156
	Iteration 34Q: 3 clusters Score -1050024 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -1050025.375000 Penalty: 4486.785156
	Iteration 35Q: 3 clusters Score -1050025 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -1050028.250000 Penalty: 4486.785156
	Iteration 36Q: 3 clusters Score -1050028 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -1050027.750000 Penalty: 4486.785156
	Iteration 37Q: 3 clusters Score -1050028 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -1050031.375000 Penalty: 4486.785156
	Iteration 38Q: 3 clusters Score -1050031 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -1050032.375000 Penalty: 4486.785156
	Iteration 39Q: 3 clusters Score -1050032 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -1050033.500000 Penalty: 4486.785156
	Iteration 40F: 3 clusters Score -1050034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -1050033.875000 Penalty: 4486.785156
	Iteration 41Q: 3 clusters Score -1050034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -1050033.500000 Penalty: 4486.785156
	Iteration 42Q: 3 clusters Score -1050034 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -1050033.500000 Penalty: 4486.785156
	Iteration 43F: 3 clusters Score -1050034 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22769 members 
Mstep: Class 2 contains 3563 members 
Mstep: Class 3 contains 1102 members 
Mstep: Class 4 contains 223963 members 
Mstep: Class 5 contains 4132 members 
Mstep: Class 6 contains 2379 members 
Mstep: Class 7 contains 9391 members 
Mstep: Class 8 contains 14059 members 
Mstep: Class 9 contains 7488 members 
Mstep: Class 10 contains 27218 members 
Mstep: Class 11 contains 11582 members 
Mstep: Class 12 contains 969 members 
Mstep: Class 13 contains 3334 members 
Mstep: Class 14 contains 36129 members 
Mstep: Class 15 contains 181565 members 
Mstep: Class 16 contains 23118 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 10030 members 
Mstep: Class 19 contains 164656 members 
Mstep: Class 20 contains 55288 members 
Mstep: Class 21 contains 2332 members 
Mstep: Class 22 contains 692 members 
Mstep: Class 23 contains 4372 members 
Mstep: Class 24 contains 3188 members 
Mstep: Class 25 contains 38763 members 
Mstep: Class 26 contains 60578 members 
Mstep: Class 27 contains 28740 members 
Mstep: Class 28 contains 474 members 
Mstep: Class 29 contains 45247 members 
Mstep: Class 30 contains 11088 members 
Mstep: Class 31 contains 6503 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 3307 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 3407 members 
Mstep: Class 36 contains 8309 members 
Mstep: Class 37 contains 3953 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1840 members 
Mstep: Class 40 contains 19227 members 
Mstep: Class 41 contains 425 members 
Mstep: Class 42 contains 3013 members 
Mstep: Class 43 contains 4390 members 
Mstep: Class 44 contains 2354 members 
Mstep: Class 45 contains 21928 members 
Mstep: Class 46 contains 13111 members 
Mstep: Class 47 contains 305 members 
Mstep: Class 48 contains 8295 members 
Mstep: Class 49 contains 26891 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 1027 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 3099 members 
Mstep: Class 54 contains 976 members 
Mstep: Class 55 contains 4713 members 
Mstep: Class 56 contains 17268 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 285 members 
Mstep: Class 60 contains 4780 members 
Mstep: Class 61 contains 1767 members 
Mstep: Class 62 contains 1054 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 7994 members 
Mstep: Class 65 contains 501 members 
Mstep: Class 66 contains 667 members 
Mstep: Class 67 contains 2672 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 708 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 4487 members 
Mstep: Class 75 contains 5177 members 
Entering Unmasked Estep 
Score: -147541760.000000 Penalty: 260176.640625
Splitting cluster 33 changes total score from -147542752.000000 to -147541760.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 34 (441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Entering Unmasked Estep 
Score: -62298.746094 Penalty: 1510.083130
	Iteration 0F: 2 clusters Score -62298.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -60862.617188 Penalty: 3020.166260
	Iteration 0F: 3 clusters Score -60862.62 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -61451.039062 Penalty: 3020.166260
	Iteration 1F: 3 clusters Score -61451.04 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -61828.203125 Penalty: 3020.166260
	Iteration 2F: 3 clusters Score -61828.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -62199.882812 Penalty: 3020.166260
	Iteration 3F: 3 clusters Score -62199.88 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -62632.429688 Penalty: 3020.166260
	Iteration 4Q: 3 clusters Score -62632.43 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -63048.921875 Penalty: 3020.166260
	Iteration 5Q: 3 clusters Score -63048.92 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -63093.933594 Penalty: 3020.166260
	Iteration 6Q: 3 clusters Score -63093.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -63103.683594 Penalty: 3020.166260
	Iteration 7Q: 3 clusters Score -63103.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -63110.164062 Penalty: 3020.166260
	Iteration 8Q: 3 clusters Score -63110.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -63118.011719 Penalty: 3020.166260
	Iteration 9Q: 3 clusters Score -63118.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -63139.273438 Penalty: 3020.166260
	Iteration 10Q: 3 clusters Score -63139.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -63157.210938 Penalty: 3020.166260
	Iteration 11Q: 3 clusters Score -63157.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -63225.992188 Penalty: 3020.166260
	Iteration 12Q: 3 clusters Score -63225.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -63283.839844 Penalty: 3020.166260
	Iteration 13Q: 3 clusters Score -63283.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -63290.398438 Penalty: 3020.166260
	Iteration 14Q: 3 clusters Score -63290.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -63294.976562 Penalty: 3020.166260
	Iteration 15F: 3 clusters Score -63294.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -63361.589844 Penalty: 3020.166260
	Iteration 16Q: 3 clusters Score -63361.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -63361.589844 Penalty: 3020.166260
	Iteration 17F: 3 clusters Score -63361.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22769 members 
Mstep: Class 2 contains 3563 members 
Mstep: Class 3 contains 1102 members 
Mstep: Class 4 contains 223963 members 
Mstep: Class 5 contains 4132 members 
Mstep: Class 6 contains 2379 members 
Mstep: Class 7 contains 9391 members 
Mstep: Class 8 contains 14059 members 
Mstep: Class 9 contains 7488 members 
Mstep: Class 10 contains 27218 members 
Mstep: Class 11 contains 11582 members 
Mstep: Class 12 contains 969 members 
Mstep: Class 13 contains 3334 members 
Mstep: Class 14 contains 36129 members 
Mstep: Class 15 contains 181565 members 
Mstep: Class 16 contains 23118 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 10030 members 
Mstep: Class 19 contains 164656 members 
Mstep: Class 20 contains 55288 members 
Mstep: Class 21 contains 2332 members 
Mstep: Class 22 contains 692 members 
Mstep: Class 23 contains 4372 members 
Mstep: Class 24 contains 3188 members 
Mstep: Class 25 contains 38763 members 
Mstep: Class 26 contains 60578 members 
Mstep: Class 27 contains 28740 members 
Mstep: Class 28 contains 474 members 
Mstep: Class 29 contains 45247 members 
Mstep: Class 30 contains 11088 members 
Mstep: Class 31 contains 6503 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8484 members 
Mstep: Class 34 contains 275 members 
Mstep: Class 35 contains 3407 members 
Mstep: Class 36 contains 8309 members 
Mstep: Class 37 contains 3953 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1840 members 
Mstep: Class 40 contains 19227 members 
Mstep: Class 41 contains 425 members 
Mstep: Class 42 contains 3013 members 
Mstep: Class 43 contains 4390 members 
Mstep: Class 44 contains 2354 members 
Mstep: Class 45 contains 21928 members 
Mstep: Class 46 contains 13111 members 
Mstep: Class 47 contains 305 members 
Mstep: Class 48 contains 8295 members 
Mstep: Class 49 contains 26891 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 1027 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 3099 members 
Mstep: Class 54 contains 976 members 
Mstep: Class 55 contains 4713 members 
Mstep: Class 56 contains 17268 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 285 members 
Mstep: Class 60 contains 4780 members 
Mstep: Class 61 contains 1767 members 
Mstep: Class 62 contains 1054 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 7994 members 
Mstep: Class 65 contains 501 members 
Mstep: Class 66 contains 667 members 
Mstep: Class 67 contains 2672 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 708 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 4487 members 
Mstep: Class 75 contains 166 members 
Entering Unmasked Estep 
Score: -147541984.000000 Penalty: 260176.640625
Splitting cluster 34 changes total score from -147542752.000000 to -147541984.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 35 (3407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Entering Unmasked Estep 
Score: -425117.562500 Penalty: 2017.129761
	Iteration 0F: 2 clusters Score -425117.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -421614.312500 Penalty: 4034.259521
	Iteration 0F: 3 clusters Score -421614.3 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -422371.343750 Penalty: 4034.259521
	Iteration 1F: 3 clusters Score -422371.3 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -422581.937500 Penalty: 4034.259521
	Iteration 2F: 3 clusters Score -422581.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -422739.937500 Penalty: 4034.259521
	Iteration 3F: 3 clusters Score -422739.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -422857.000000 Penalty: 4034.259521
	Iteration 4Q: 3 clusters Score -422857 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -422953.812500 Penalty: 4034.259521
	Iteration 5Q: 3 clusters Score -422953.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -423020.875000 Penalty: 4034.259521
	Iteration 6Q: 3 clusters Score -423020.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -423068.781250 Penalty: 4034.259521
	Iteration 7Q: 3 clusters Score -423068.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -423102.312500 Penalty: 4034.259521
	Iteration 8Q: 3 clusters Score -423102.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -423125.343750 Penalty: 4034.259521
	Iteration 9Q: 3 clusters Score -423125.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -423145.031250 Penalty: 4034.259521
	Iteration 10Q: 3 clusters Score -423145 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -423160.625000 Penalty: 4034.259521
	Iteration 11Q: 3 clusters Score -423160.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -423177.781250 Penalty: 4034.259521
	Iteration 12Q: 3 clusters Score -423177.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -423189.906250 Penalty: 4034.259521
	Iteration 13Q: 3 clusters Score -423189.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -423199.687500 Penalty: 4034.259521
	Iteration 14Q: 3 clusters Score -423199.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -423209.656250 Penalty: 4034.259521
	Iteration 15Q: 3 clusters Score -423209.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -423217.625000 Penalty: 4034.259521
	Iteration 16Q: 3 clusters Score -423217.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -423227.562500 Penalty: 4034.259521
	Iteration 17Q: 3 clusters Score -423227.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -423242.687500 Penalty: 4034.259521
	Iteration 18Q: 3 clusters Score -423242.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -423254.500000 Penalty: 4034.259521
	Iteration 19Q: 3 clusters Score -423254.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -423267.625000 Penalty: 4034.259521
	Iteration 20F: 3 clusters Score -423267.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -423278.500000 Penalty: 4034.259521
	Iteration 21Q: 3 clusters Score -423278.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -423291.750000 Penalty: 4034.259521
	Iteration 22Q: 3 clusters Score -423291.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -423304.937500 Penalty: 4034.259521
	Iteration 23Q: 3 clusters Score -423304.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -423318.312500 Penalty: 4034.259521
	Iteration 24Q: 3 clusters Score -423318.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -423328.281250 Penalty: 4034.259521
	Iteration 25Q: 3 clusters Score -423328.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -423331.281250 Penalty: 4034.259521
	Iteration 26Q: 3 clusters Score -423331.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -423334.062500 Penalty: 4034.259521
	Iteration 27Q: 3 clusters Score -423334.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -423337.656250 Penalty: 4034.259521
	Iteration 28Q: 3 clusters Score -423337.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -423342.968750 Penalty: 4034.259521
	Iteration 29Q: 3 clusters Score -423343 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -423345.687500 Penalty: 4034.259521
	Iteration 30Q: 3 clusters Score -423345.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -423348.468750 Penalty: 4034.259521
	Iteration 31Q: 3 clusters Score -423348.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -423350.687500 Penalty: 4034.259521
	Iteration 32Q: 3 clusters Score -423350.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -423351.281250 Penalty: 4034.259521
	Iteration 33Q: 3 clusters Score -423351.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -423352.812500 Penalty: 4034.259521
	Iteration 34Q: 3 clusters Score -423352.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -423353.062500 Penalty: 4034.259521
	Iteration 35Q: 3 clusters Score -423353.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -423353.062500 Penalty: 4034.259521
	Iteration 36F: 3 clusters Score -423353.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (8309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Entering Unmasked Estep 
Score: -937245.312500 Penalty: 2238.223633
	Iteration 0F: 2 clusters Score -937245.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -930709.062500 Penalty: 4476.447266
	Iteration 0F: 3 clusters Score -930709.1 nChanged 3355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -932739.625000 Penalty: 4476.447266
	Iteration 1F: 3 clusters Score -932739.6 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -933194.437500 Penalty: 4476.447266
	Iteration 2F: 3 clusters Score -933194.4 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -933612.000000 Penalty: 4476.447266
	Iteration 3F: 3 clusters Score -933612 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -934025.312500 Penalty: 4476.447266
	Iteration 4F: 3 clusters Score -934025.3 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -934454.062500 Penalty: 4476.447266
	Iteration 5F: 3 clusters Score -934454.1 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -934863.812500 Penalty: 4476.447266
	Iteration 6F: 3 clusters Score -934863.8 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -935225.312500 Penalty: 4476.447266
	Iteration 7Q: 3 clusters Score -935225.3 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -935590.500000 Penalty: 4476.447266
	Iteration 8Q: 3 clusters Score -935590.5 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -935904.437500 Penalty: 4476.447266
	Iteration 9Q: 3 clusters Score -935904.4 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -936134.625000 Penalty: 4476.447266
	Iteration 10Q: 3 clusters Score -936134.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -936272.375000 Penalty: 4476.447266
	Iteration 11Q: 3 clusters Score -936272.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -936363.250000 Penalty: 4476.447266
	Iteration 12Q: 3 clusters Score -936363.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -936421.812500 Penalty: 4476.447266
	Iteration 13Q: 3 clusters Score -936421.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -936453.375000 Penalty: 4476.447266
	Iteration 14Q: 3 clusters Score -936453.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -936482.125000 Penalty: 4476.447266
	Iteration 15Q: 3 clusters Score -936482.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -936502.625000 Penalty: 4476.447266
	Iteration 16Q: 3 clusters Score -936502.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -936521.000000 Penalty: 4476.447266
	Iteration 17Q: 3 clusters Score -936521 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -936538.875000 Penalty: 4476.447266
	Iteration 18Q: 3 clusters Score -936538.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -936573.500000 Penalty: 4476.447266
	Iteration 19Q: 3 clusters Score -936573.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -936610.875000 Penalty: 4476.447266
	Iteration 20F: 3 clusters Score -936610.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -936649.812500 Penalty: 4476.447266
	Iteration 21Q: 3 clusters Score -936649.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -936683.937500 Penalty: 4476.447266
	Iteration 22Q: 3 clusters Score -936683.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -936713.500000 Penalty: 4476.447266
	Iteration 23Q: 3 clusters Score -936713.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -936735.187500 Penalty: 4476.447266
	Iteration 24Q: 3 clusters Score -936735.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -936744.500000 Penalty: 4476.447266
	Iteration 25Q: 3 clusters Score -936744.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -936754.437500 Penalty: 4476.447266
	Iteration 26Q: 3 clusters Score -936754.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -936760.000000 Penalty: 4476.447266
	Iteration 27Q: 3 clusters Score -936760 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -936763.000000 Penalty: 4476.447266
	Iteration 28Q: 3 clusters Score -936763 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -936765.562500 Penalty: 4476.447266
	Iteration 29Q: 3 clusters Score -936765.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -936765.687500 Penalty: 4476.447266
	Iteration 30Q: 3 clusters Score -936765.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -936768.000000 Penalty: 4476.447266
	Iteration 31Q: 3 clusters Score -936768 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -936771.750000 Penalty: 4476.447266
	Iteration 32Q: 3 clusters Score -936771.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -936772.312500 Penalty: 4476.447266
	Iteration 33Q: 3 clusters Score -936772.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -936772.312500 Penalty: 4476.447266
	Iteration 34F: 3 clusters Score -936772.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (3953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Entering Unmasked Estep 
Score: -496269.718750 Penalty: 2053.993164
	Iteration 0F: 2 clusters Score -496269.7 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 1959 members 
Entering Unmasked Estep 
Score: -492412.500000 Penalty: 4107.986328
	Iteration 0F: 3 clusters Score -492412.5 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -493200.062500 Penalty: 4107.986328
	Iteration 1F: 3 clusters Score -493200.1 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -493357.781250 Penalty: 4107.986328
	Iteration 2F: 3 clusters Score -493357.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -493469.875000 Penalty: 4107.986328
	Iteration 3Q: 3 clusters Score -493469.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -493548.625000 Penalty: 4107.986328
	Iteration 4Q: 3 clusters Score -493548.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -493604.281250 Penalty: 4107.986328
	Iteration 5Q: 3 clusters Score -493604.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -493657.062500 Penalty: 4107.986328
	Iteration 6Q: 3 clusters Score -493657.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -493716.531250 Penalty: 4107.986328
	Iteration 7Q: 3 clusters Score -493716.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -493777.187500 Penalty: 4107.986328
	Iteration 8Q: 3 clusters Score -493777.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -493839.968750 Penalty: 4107.986328
	Iteration 9Q: 3 clusters Score -493840 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -493901.500000 Penalty: 4107.986328
	Iteration 10Q: 3 clusters Score -493901.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -493956.531250 Penalty: 4107.986328
	Iteration 11Q: 3 clusters Score -493956.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -494003.937500 Penalty: 4107.986328
	Iteration 12Q: 3 clusters Score -494003.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -494044.468750 Penalty: 4107.986328
	Iteration 13Q: 3 clusters Score -494044.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -494081.312500 Penalty: 4107.986328
	Iteration 14Q: 3 clusters Score -494081.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -494119.750000 Penalty: 4107.986328
	Iteration 15Q: 3 clusters Score -494119.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -494160.781250 Penalty: 4107.986328
	Iteration 16Q: 3 clusters Score -494160.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -494208.437500 Penalty: 4107.986328
	Iteration 17Q: 3 clusters Score -494208.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -494261.343750 Penalty: 4107.986328
	Iteration 18Q: 3 clusters Score -494261.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -494315.000000 Penalty: 4107.986328
	Iteration 19Q: 3 clusters Score -494315 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -494360.687500 Penalty: 4107.986328
	Iteration 20F: 3 clusters Score -494360.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -494403.906250 Penalty: 4107.986328
	Iteration 21Q: 3 clusters Score -494403.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -494449.375000 Penalty: 4107.986328
	Iteration 22Q: 3 clusters Score -494449.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -494490.906250 Penalty: 4107.986328
	Iteration 23Q: 3 clusters Score -494490.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -494535.250000 Penalty: 4107.986328
	Iteration 24Q: 3 clusters Score -494535.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -494587.656250 Penalty: 4107.986328
	Iteration 25Q: 3 clusters Score -494587.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -494660.968750 Penalty: 4107.986328
	Iteration 26Q: 3 clusters Score -494661 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -494730.906250 Penalty: 4107.986328
	Iteration 27Q: 3 clusters Score -494730.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -494795.750000 Penalty: 4107.986328
	Iteration 28Q: 3 clusters Score -494795.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -494857.593750 Penalty: 4107.986328
	Iteration 29Q: 3 clusters Score -494857.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -494876.468750 Penalty: 4107.986328
	Iteration 30Q: 3 clusters Score -494876.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -494885.781250 Penalty: 4107.986328
	Iteration 31Q: 3 clusters Score -494885.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -494893.875000 Penalty: 4107.986328
	Iteration 32Q: 3 clusters Score -494893.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -494899.750000 Penalty: 4107.986328
	Iteration 33Q: 3 clusters Score -494899.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -494905.156250 Penalty: 4107.986328
	Iteration 34Q: 3 clusters Score -494905.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -494908.156250 Penalty: 4107.986328
	Iteration 35Q: 3 clusters Score -494908.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -494910.343750 Penalty: 4107.986328
	Iteration 36Q: 3 clusters Score -494910.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -494912.875000 Penalty: 4107.986328
	Iteration 37Q: 3 clusters Score -494912.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -494913.500000 Penalty: 4107.986328
	Iteration 38Q: 3 clusters Score -494913.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -494913.500000 Penalty: 4107.986328
	Iteration 39F: 3 clusters Score -494913.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Entering Unmasked Estep 
Score: -55123.515625 Penalty: 1498.572998
	Iteration 0F: 2 clusters Score -55123.52 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 210 members 
Entering Unmasked Estep 
Score: -53834.429688 Penalty: 2997.145996
	Iteration 0F: 3 clusters Score -53834.43 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -54540.589844 Penalty: 2997.145996
	Iteration 1F: 3 clusters Score -54540.59 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -54897.843750 Penalty: 2997.145996
	Iteration 2F: 3 clusters Score -54897.84 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -55414.214844 Penalty: 2997.145996
	Iteration 3F: 3 clusters Score -55414.21 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -55531.125000 Penalty: 2997.145996
	Iteration 4Q: 3 clusters Score -55531.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -55599.007812 Penalty: 2997.145996
	Iteration 5Q: 3 clusters Score -55599.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -55615.910156 Penalty: 2997.145996
	Iteration 6Q: 3 clusters Score -55615.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -55723.171875 Penalty: 2997.145996
	Iteration 7Q: 3 clusters Score -55723.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -55740.011719 Penalty: 2997.145996
	Iteration 8Q: 3 clusters Score -55740.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -55753.820312 Penalty: 2997.145996
	Iteration 9Q: 3 clusters Score -55753.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -55753.820312 Penalty: 2997.145996
	Iteration 10F: 3 clusters Score -55753.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22769 members 
Mstep: Class 2 contains 3563 members 
Mstep: Class 3 contains 1102 members 
Mstep: Class 4 contains 223963 members 
Mstep: Class 5 contains 4132 members 
Mstep: Class 6 contains 2379 members 
Mstep: Class 7 contains 9391 members 
Mstep: Class 8 contains 14059 members 
Mstep: Class 9 contains 7488 members 
Mstep: Class 10 contains 27218 members 
Mstep: Class 11 contains 11582 members 
Mstep: Class 12 contains 969 members 
Mstep: Class 13 contains 3334 members 
Mstep: Class 14 contains 36129 members 
Mstep: Class 15 contains 181565 members 
Mstep: Class 16 contains 23118 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 10030 members 
Mstep: Class 19 contains 164656 members 
Mstep: Class 20 contains 55288 members 
Mstep: Class 21 contains 2332 members 
Mstep: Class 22 contains 692 members 
Mstep: Class 23 contains 4372 members 
Mstep: Class 24 contains 3188 members 
Mstep: Class 25 contains 38763 members 
Mstep: Class 26 contains 60578 members 
Mstep: Class 27 contains 28740 members 
Mstep: Class 28 contains 474 members 
Mstep: Class 29 contains 45247 members 
Mstep: Class 30 contains 11088 members 
Mstep: Class 31 contains 6503 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8484 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 3407 members 
Mstep: Class 36 contains 8309 members 
Mstep: Class 37 contains 3953 members 
Mstep: Class 38 contains 222 members 
Mstep: Class 39 contains 1840 members 
Mstep: Class 40 contains 19227 members 
Mstep: Class 41 contains 425 members 
Mstep: Class 42 contains 3013 members 
Mstep: Class 43 contains 4390 members 
Mstep: Class 44 contains 2354 members 
Mstep: Class 45 contains 21928 members 
Mstep: Class 46 contains 13111 members 
Mstep: Class 47 contains 305 members 
Mstep: Class 48 contains 8295 members 
Mstep: Class 49 contains 26891 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 1027 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 3099 members 
Mstep: Class 54 contains 976 members 
Mstep: Class 55 contains 4713 members 
Mstep: Class 56 contains 17268 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 285 members 
Mstep: Class 60 contains 4780 members 
Mstep: Class 61 contains 1767 members 
Mstep: Class 62 contains 1054 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 7994 members 
Mstep: Class 65 contains 501 members 
Mstep: Class 66 contains 667 members 
Mstep: Class 67 contains 2672 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 708 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 4487 members 
Mstep: Class 75 contains 199 members 
Entering Unmasked Estep 
Score: -147541696.000000 Penalty: 260176.640625
Splitting cluster 38 changes total score from -147542752.000000 to -147541696.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 39 (1840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Entering Unmasked Estep 
Score: -233206.812500 Penalty: 1864.345215
	Iteration 0F: 2 clusters Score -233206.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -230689.843750 Penalty: 3728.690430
	Iteration 0F: 3 clusters Score -230689.8 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -231121.953125 Penalty: 3728.690430
	Iteration 1F: 3 clusters Score -231122 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -231196.328125 Penalty: 3728.690430
	Iteration 2F: 3 clusters Score -231196.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -231224.531250 Penalty: 3728.690430
	Iteration 3Q: 3 clusters Score -231224.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -231238.750000 Penalty: 3728.690430
	Iteration 4Q: 3 clusters Score -231238.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -231249.468750 Penalty: 3728.690430
	Iteration 5Q: 3 clusters Score -231249.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -231267.375000 Penalty: 3728.690430
	Iteration 6Q: 3 clusters Score -231267.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -231286.921875 Penalty: 3728.690430
	Iteration 7Q: 3 clusters Score -231286.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -231298.343750 Penalty: 3728.690430
	Iteration 8Q: 3 clusters Score -231298.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -231306.250000 Penalty: 3728.690430
	Iteration 9Q: 3 clusters Score -231306.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -231314.312500 Penalty: 3728.690430
	Iteration 10Q: 3 clusters Score -231314.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -231323.234375 Penalty: 3728.690430
	Iteration 11Q: 3 clusters Score -231323.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -231327.859375 Penalty: 3728.690430
	Iteration 12Q: 3 clusters Score -231327.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -231329.765625 Penalty: 3728.690430
	Iteration 13Q: 3 clusters Score -231329.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -231329.765625 Penalty: 3728.690430
	Iteration 14F: 3 clusters Score -231329.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (19227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19227 members 
Entering Unmasked Estep 
Score: -2548040.250000 Penalty: 2446.289551
	Iteration 0F: 2 clusters Score -2548040 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -2534418.500000 Penalty: 4892.579102
	Iteration 0F: 3 clusters Score -2534418 nChanged 8398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 9585 members 
Entering Unmasked Estep 
Score: -2538822.000000 Penalty: 4892.579102
	Iteration 1F: 3 clusters Score -2538822 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -2539219.000000 Penalty: 4892.579102
	Iteration 2F: 3 clusters Score -2539219 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -2539547.000000 Penalty: 4892.579102
	Iteration 3Q: 3 clusters Score -2539547 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
Score: -2539795.500000 Penalty: 4892.579102
	Iteration 4Q: 3 clusters Score -2539796 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 9659 members 
Entering Unmasked Estep 
Score: -2539986.500000 Penalty: 4892.579102
	Iteration 5Q: 3 clusters Score -2539986 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -2540160.000000 Penalty: 4892.579102
	Iteration 6Q: 3 clusters Score -2540160 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 9733 members 
Entering Unmasked Estep 
Score: -2540315.750000 Penalty: 4892.579102
	Iteration 7Q: 3 clusters Score -2540316 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 9786 members 
Entering Unmasked Estep 
Score: -2540461.750000 Penalty: 4892.579102
	Iteration 8Q: 3 clusters Score -2540462 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -2540589.000000 Penalty: 4892.579102
	Iteration 9Q: 3 clusters Score -2540589 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 9976 members 
Entering Unmasked Estep 
Score: -2540756.750000 Penalty: 4892.579102
	Iteration 10Q: 3 clusters Score -2540757 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 10118 members 
Entering Unmasked Estep 
Score: -2540934.750000 Penalty: 4892.579102
	Iteration 11Q: 3 clusters Score -2540935 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 10346 members 
Entering Unmasked Estep 
Score: -2541223.500000 Penalty: 4892.579102
	Iteration 12Q: 3 clusters Score -2541224 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 10600 members 
Entering Unmasked Estep 
Score: -2541636.750000 Penalty: 4892.579102
	Iteration 13Q: 3 clusters Score -2541637 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 10949 members 
Entering Unmasked Estep 
Score: -2542198.750000 Penalty: 4892.579102
	Iteration 14Q: 3 clusters Score -2542199 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 11303 members 
Entering Unmasked Estep 
Score: -2542836.000000 Penalty: 4892.579102
	Iteration 15Q: 3 clusters Score -2542836 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 11660 members 
Entering Unmasked Estep 
Score: -2543411.250000 Penalty: 4892.579102
	Iteration 16Q: 3 clusters Score -2543411 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 11985 members 
Entering Unmasked Estep 
Score: -2543756.000000 Penalty: 4892.579102
	Iteration 17Q: 3 clusters Score -2543756 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 12221 members 
Entering Unmasked Estep 
Score: -2543965.500000 Penalty: 4892.579102
	Iteration 18Q: 3 clusters Score -2543966 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 12425 members 
Entering Unmasked Estep 
Score: -2544105.750000 Penalty: 4892.579102
	Iteration 19Q: 3 clusters Score -2544106 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 12608 members 
Entering Unmasked Estep 
Score: -2544209.250000 Penalty: 4892.579102
	Iteration 20F: 3 clusters Score -2544209 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 12777 members 
Entering Unmasked Estep 
Score: -2544303.250000 Penalty: 4892.579102
	Iteration 21Q: 3 clusters Score -2544303 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 12930 members 
Entering Unmasked Estep 
Score: -2544394.250000 Penalty: 4892.579102
	Iteration 22Q: 3 clusters Score -2544394 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 13108 members 
Entering Unmasked Estep 
Score: -2544495.000000 Penalty: 4892.579102
	Iteration 23Q: 3 clusters Score -2544495 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 13262 members 
Entering Unmasked Estep 
Score: -2544580.000000 Penalty: 4892.579102
	Iteration 24Q: 3 clusters Score -2544580 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 13397 members 
Entering Unmasked Estep 
Score: -2544644.000000 Penalty: 4892.579102
	Iteration 25Q: 3 clusters Score -2544644 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 13513 members 
Entering Unmasked Estep 
Score: -2544690.750000 Penalty: 4892.579102
	Iteration 26Q: 3 clusters Score -2544691 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 13621 members 
Entering Unmasked Estep 
Score: -2544743.750000 Penalty: 4892.579102
	Iteration 27Q: 3 clusters Score -2544744 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 13717 members 
Entering Unmasked Estep 
Score: -2544777.250000 Penalty: 4892.579102
	Iteration 28Q: 3 clusters Score -2544777 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 13812 members 
Entering Unmasked Estep 
Score: -2544813.750000 Penalty: 4892.579102
	Iteration 29Q: 3 clusters Score -2544814 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 13897 members 
Entering Unmasked Estep 
Score: -2544849.000000 Penalty: 4892.579102
	Iteration 30Q: 3 clusters Score -2544849 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 13972 members 
Entering Unmasked Estep 
Score: -2544874.500000 Penalty: 4892.579102
	Iteration 31Q: 3 clusters Score -2544874 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 14062 members 
Entering Unmasked Estep 
Score: -2544910.750000 Penalty: 4892.579102
	Iteration 32Q: 3 clusters Score -2544911 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 14146 members 
Entering Unmasked Estep 
Score: -2544941.500000 Penalty: 4892.579102
	Iteration 33Q: 3 clusters Score -2544942 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 14220 members 
Entering Unmasked Estep 
Score: -2544965.500000 Penalty: 4892.579102
	Iteration 34Q: 3 clusters Score -2544966 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 14295 members 
Entering Unmasked Estep 
Score: -2544998.250000 Penalty: 4892.579102
	Iteration 35Q: 3 clusters Score -2544998 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 14352 members 
Entering Unmasked Estep 
Score: -2545021.000000 Penalty: 4892.579102
	Iteration 36Q: 3 clusters Score -2545021 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 14418 members 
Entering Unmasked Estep 
Score: -2545036.750000 Penalty: 4892.579102
	Iteration 37Q: 3 clusters Score -2545037 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 14483 members 
Entering Unmasked Estep 
Score: -2545057.250000 Penalty: 4892.579102
	Iteration 38Q: 3 clusters Score -2545057 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 14565 members 
Entering Unmasked Estep 
Score: -2545072.500000 Penalty: 4892.579102
	Iteration 39Q: 3 clusters Score -2545072 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 14634 members 
Entering Unmasked Estep 
Score: -2545089.500000 Penalty: 4892.579102
	Iteration 40F: 3 clusters Score -2545090 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 14712 members 
Entering Unmasked Estep 
Score: -2545109.000000 Penalty: 4892.579102
	Iteration 41Q: 3 clusters Score -2545109 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 14781 members 
Entering Unmasked Estep 
Score: -2545136.000000 Penalty: 4892.579102
	Iteration 42Q: 3 clusters Score -2545136 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 14851 members 
Entering Unmasked Estep 
Score: -2545159.250000 Penalty: 4892.579102
	Iteration 43Q: 3 clusters Score -2545159 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 14920 members 
Entering Unmasked Estep 
Score: -2545157.250000 Penalty: 4892.579102
	Iteration 44Q: 3 clusters Score -2545157 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 14969 members 
Entering Unmasked Estep 
Score: -2545166.500000 Penalty: 4892.579102
	Iteration 45Q: 3 clusters Score -2545166 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 15015 members 
Entering Unmasked Estep 
Score: -2545177.250000 Penalty: 4892.579102
	Iteration 46Q: 3 clusters Score -2545177 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 15065 members 
Entering Unmasked Estep 
Score: -2545188.250000 Penalty: 4892.579102
	Iteration 47Q: 3 clusters Score -2545188 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 15114 members 
Entering Unmasked Estep 
Score: -2545201.750000 Penalty: 4892.579102
	Iteration 48Q: 3 clusters Score -2545202 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 15155 members 
Entering Unmasked Estep 
Score: -2545210.750000 Penalty: 4892.579102
	Iteration 49Q: 3 clusters Score -2545211 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 15204 members 
Entering Unmasked Estep 
Score: -2545221.250000 Penalty: 4892.579102
	Iteration 50Q: 3 clusters Score -2545221 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 15252 members 
Entering Unmasked Estep 
Score: -2545220.000000 Penalty: 4892.579102
	Iteration 51Q: 3 clusters Score -2545220 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 15305 members 
Entering Unmasked Estep 
Score: -2545238.000000 Penalty: 4892.579102
	Iteration 52Q: 3 clusters Score -2545238 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 15362 members 
Entering Unmasked Estep 
Score: -2545250.000000 Penalty: 4892.579102
	Iteration 53Q: 3 clusters Score -2545250 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 15399 members 
Entering Unmasked Estep 
Score: -2545257.500000 Penalty: 4892.579102
	Iteration 54Q: 3 clusters Score -2545258 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 15437 members 
Entering Unmasked Estep 
Score: -2545266.500000 Penalty: 4892.579102
	Iteration 55Q: 3 clusters Score -2545266 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 15485 members 
Entering Unmasked Estep 
Score: -2545277.250000 Penalty: 4892.579102
	Iteration 56Q: 3 clusters Score -2545277 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 15531 members 
Entering Unmasked Estep 
Score: -2545284.000000 Penalty: 4892.579102
	Iteration 57Q: 3 clusters Score -2545284 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 15583 members 
Entering Unmasked Estep 
Score: -2545293.250000 Penalty: 4892.579102
	Iteration 58Q: 3 clusters Score -2545293 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 15635 members 
Entering Unmasked Estep 
Score: -2545302.500000 Penalty: 4892.579102
	Iteration 59Q: 3 clusters Score -2545302 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 15680 members 
Entering Unmasked Estep 
Score: -2545317.500000 Penalty: 4892.579102
	Iteration 60F: 3 clusters Score -2545318 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 15716 members 
Entering Unmasked Estep 
Score: -2545326.750000 Penalty: 4892.579102
	Iteration 61Q: 3 clusters Score -2545327 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 15746 members 
Entering Unmasked Estep 
Score: -2545332.750000 Penalty: 4892.579102
	Iteration 62Q: 3 clusters Score -2545333 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 15766 members 
Entering Unmasked Estep 
Score: -2545332.000000 Penalty: 4892.579102
	Iteration 63Q: 3 clusters Score -2545332 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 15782 members 
Entering Unmasked Estep 
Score: -2545335.500000 Penalty: 4892.579102
	Iteration 64Q: 3 clusters Score -2545336 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 15794 members 
Entering Unmasked Estep 
Score: -2545339.000000 Penalty: 4892.579102
	Iteration 65Q: 3 clusters Score -2545339 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 15807 members 
Entering Unmasked Estep 
Score: -2545343.500000 Penalty: 4892.579102
	Iteration 66Q: 3 clusters Score -2545344 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 15817 members 
Entering Unmasked Estep 
Score: -2545350.750000 Penalty: 4892.579102
	Iteration 67Q: 3 clusters Score -2545351 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 15829 members 
Entering Unmasked Estep 
Score: -2545342.000000 Penalty: 4892.579102
	Iteration 68Q: 3 clusters Score -2545342 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 15841 members 
Entering Unmasked Estep 
Score: -2545340.250000 Penalty: 4892.579102
	Iteration 69Q: 3 clusters Score -2545340 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 15855 members 
Entering Unmasked Estep 
Score: -2545350.250000 Penalty: 4892.579102
	Iteration 70Q: 3 clusters Score -2545350 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 15878 members 
Entering Unmasked Estep 
Score: -2545362.250000 Penalty: 4892.579102
	Iteration 71Q: 3 clusters Score -2545362 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 15893 members 
Entering Unmasked Estep 
Score: -2545365.750000 Penalty: 4892.579102
	Iteration 72Q: 3 clusters Score -2545366 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 15905 members 
Entering Unmasked Estep 
Score: -2545365.250000 Penalty: 4892.579102
	Iteration 73Q: 3 clusters Score -2545365 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 15916 members 
Entering Unmasked Estep 
Score: -2545359.250000 Penalty: 4892.579102
	Iteration 74Q: 3 clusters Score -2545359 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 15924 members 
Entering Unmasked Estep 
Score: -2545363.500000 Penalty: 4892.579102
	Iteration 75Q: 3 clusters Score -2545364 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 15934 members 
Entering Unmasked Estep 
Score: -2545363.250000 Penalty: 4892.579102
	Iteration 76Q: 3 clusters Score -2545363 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 15938 members 
Entering Unmasked Estep 
Score: -2545364.250000 Penalty: 4892.579102
	Iteration 77Q: 3 clusters Score -2545364 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 15942 members 
Entering Unmasked Estep 
Score: -2545366.250000 Penalty: 4892.579102
	Iteration 78Q: 3 clusters Score -2545366 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 15946 members 
Entering Unmasked Estep 
Score: -2545365.750000 Penalty: 4892.579102
	Iteration 79Q: 3 clusters Score -2545366 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 15952 members 
Entering Unmasked Estep 
Score: -2545367.250000 Penalty: 4892.579102
	Iteration 80F: 3 clusters Score -2545367 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 15958 members 
Entering Unmasked Estep 
Score: -2545367.250000 Penalty: 4892.579102
	Iteration 81Q: 3 clusters Score -2545367 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 15962 members 
Entering Unmasked Estep 
Score: -2545370.500000 Penalty: 4892.579102
	Iteration 82Q: 3 clusters Score -2545370 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 15973 members 
Entering Unmasked Estep 
Score: -2545374.250000 Penalty: 4892.579102
	Iteration 83Q: 3 clusters Score -2545374 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 15983 members 
Entering Unmasked Estep 
Score: -2545369.000000 Penalty: 4892.579102
	Iteration 84Q: 3 clusters Score -2545369 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 15992 members 
Entering Unmasked Estep 
Score: -2545373.000000 Penalty: 4892.579102
	Iteration 85Q: 3 clusters Score -2545373 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 15999 members 
Entering Unmasked Estep 
Score: -2545371.250000 Penalty: 4892.579102
	Iteration 86Q: 3 clusters Score -2545371 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 16005 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -2545371 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 16012 members 
Entering Unmasked Estep 
Score: -2545373.500000 Penalty: 4892.579102
	Iteration 88Q: 3 clusters Score -2545374 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 16016 members 
Entering Unmasked Estep 
Score: -2545373.750000 Penalty: 4892.579102
	Iteration 89Q: 3 clusters Score -2545374 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 16021 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -2545375 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 16029 members 
Entering Unmasked Estep 
Score: -2545375.500000 Penalty: 4892.579102
	Iteration 91Q: 3 clusters Score -2545376 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 16040 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -2545376 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 16055 members 
Entering Unmasked Estep 
Score: -2545376.250000 Penalty: 4892.579102
	Iteration 93Q: 3 clusters Score -2545376 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 16065 members 
Entering Unmasked Estep 
Score: -2545380.500000 Penalty: 4892.579102
	Iteration 94Q: 3 clusters Score -2545380 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 16074 members 
Entering Unmasked Estep 
Score: -2545385.750000 Penalty: 4892.579102
	Iteration 95Q: 3 clusters Score -2545386 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 16081 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -2545386 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 16090 members 
Entering Unmasked Estep 
Score: -2545392.000000 Penalty: 4892.579102
	Iteration 97Q: 3 clusters Score -2545392 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 16103 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -2545392 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 16121 members 
Entering Unmasked Estep 
Score: -2545390.000000 Penalty: 4892.579102
	Iteration 99Q: 3 clusters Score -2545390 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 16133 members 
Entering Unmasked Estep 
Score: -2545398.750000 Penalty: 4892.579102
	Iteration 100F: 3 clusters Score -2545399 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 16149 members 
Entering Unmasked Estep 
Score: -2545398.000000 Penalty: 4892.579102
	Iteration 101Q: 3 clusters Score -2545398 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 16169 members 
Entering Unmasked Estep 
Score: -2545402.500000 Penalty: 4892.579102
	Iteration 102Q: 3 clusters Score -2545402 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 16192 members 
Entering Unmasked Estep 
Score: -2545399.500000 Penalty: 4892.579102
	Iteration 103Q: 3 clusters Score -2545400 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 16219 members 
Entering Unmasked Estep 
Score: -2545407.000000 Penalty: 4892.579102
	Iteration 104Q: 3 clusters Score -2545407 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 16249 members 
Entering Unmasked Estep 
Score: -2545408.000000 Penalty: 4892.579102
	Iteration 105Q: 3 clusters Score -2545408 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 16278 members 
Entering Unmasked Estep 
Score: -2545411.500000 Penalty: 4892.579102
	Iteration 106Q: 3 clusters Score -2545412 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 16316 members 
Entering Unmasked Estep 
Score: -2545417.000000 Penalty: 4892.579102
	Iteration 107Q: 3 clusters Score -2545417 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 16354 members 
Entering Unmasked Estep 
Score: -2545425.250000 Penalty: 4892.579102
	Iteration 108Q: 3 clusters Score -2545425 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 16381 members 
Entering Unmasked Estep 
Score: -2545426.500000 Penalty: 4892.579102
	Iteration 109Q: 3 clusters Score -2545426 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 16412 members 
Entering Unmasked Estep 
Score: -2545437.000000 Penalty: 4892.579102
	Iteration 110Q: 3 clusters Score -2545437 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 16445 members 
Entering Unmasked Estep 
Score: -2545437.250000 Penalty: 4892.579102
	Iteration 111Q: 3 clusters Score -2545437 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 16478 members 
Entering Unmasked Estep 
Score: -2545447.500000 Penalty: 4892.579102
	Iteration 112Q: 3 clusters Score -2545448 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 16499 members 
Entering Unmasked Estep 
Score: -2545450.000000 Penalty: 4892.579102
	Iteration 113Q: 3 clusters Score -2545450 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 16522 members 
Entering Unmasked Estep 
Score: -2545454.250000 Penalty: 4892.579102
	Iteration 114Q: 3 clusters Score -2545454 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 16540 members 
Entering Unmasked Estep 
Score: -2545457.000000 Penalty: 4892.579102
	Iteration 115Q: 3 clusters Score -2545457 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 16561 members 
Entering Unmasked Estep 
Score: -2545464.750000 Penalty: 4892.579102
	Iteration 116Q: 3 clusters Score -2545465 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 16579 members 
Entering Unmasked Estep 
Score: -2545470.750000 Penalty: 4892.579102
	Iteration 117Q: 3 clusters Score -2545471 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 16595 members 
Entering Unmasked Estep 
Score: -2545477.250000 Penalty: 4892.579102
	Iteration 118Q: 3 clusters Score -2545477 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 16612 members 
Entering Unmasked Estep 
Score: -2545481.000000 Penalty: 4892.579102
	Iteration 119Q: 3 clusters Score -2545481 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 16630 members 
Entering Unmasked Estep 
Score: -2545482.500000 Penalty: 4892.579102
	Iteration 120F: 3 clusters Score -2545482 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 16650 members 
Entering Unmasked Estep 
Score: -2545494.500000 Penalty: 4892.579102
	Iteration 121Q: 3 clusters Score -2545494 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 16672 members 
Entering Unmasked Estep 
Score: -2545495.250000 Penalty: 4892.579102
	Iteration 122Q: 3 clusters Score -2545495 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 16684 members 
Entering Unmasked Estep 
Score: -2545500.000000 Penalty: 4892.579102
	Iteration 123Q: 3 clusters Score -2545500 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 16700 members 
Entering Unmasked Estep 
Score: -2545507.250000 Penalty: 4892.579102
	Iteration 124Q: 3 clusters Score -2545507 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 16717 members 
Entering Unmasked Estep 
Score: -2545506.500000 Penalty: 4892.579102
	Iteration 125Q: 3 clusters Score -2545506 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 16740 members 
Entering Unmasked Estep 
Score: -2545510.500000 Penalty: 4892.579102
	Iteration 126Q: 3 clusters Score -2545510 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 16767 members 
Entering Unmasked Estep 
Score: -2545509.000000 Penalty: 4892.579102
	Iteration 127Q: 3 clusters Score -2545509 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 16795 members 
Entering Unmasked Estep 
Score: -2545516.000000 Penalty: 4892.579102
	Iteration 128Q: 3 clusters Score -2545516 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 16822 members 
Entering Unmasked Estep 
Score: -2545524.500000 Penalty: 4892.579102
	Iteration 129Q: 3 clusters Score -2545524 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 16846 members 
Entering Unmasked Estep 
Score: -2545521.750000 Penalty: 4892.579102
	Iteration 130Q: 3 clusters Score -2545522 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 16861 members 
Entering Unmasked Estep 
Score: -2545524.750000 Penalty: 4892.579102
	Iteration 131Q: 3 clusters Score -2545525 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 16875 members 
Entering Unmasked Estep 
Score: -2545529.250000 Penalty: 4892.579102
	Iteration 132Q: 3 clusters Score -2545529 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 16891 members 
Entering Unmasked Estep 
Score: -2545539.250000 Penalty: 4892.579102
	Iteration 133Q: 3 clusters Score -2545539 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 16908 members 
Entering Unmasked Estep 
Score: -2545540.500000 Penalty: 4892.579102
	Iteration 134Q: 3 clusters Score -2545540 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 16915 members 
Entering Unmasked Estep 
Score: -2545542.250000 Penalty: 4892.579102
	Iteration 135Q: 3 clusters Score -2545542 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 16926 members 
Entering Unmasked Estep 
Score: -2545544.750000 Penalty: 4892.579102
	Iteration 136Q: 3 clusters Score -2545545 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 16939 members 
Entering Unmasked Estep 
Score: -2545548.500000 Penalty: 4892.579102
	Iteration 137Q: 3 clusters Score -2545548 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 16952 members 
Entering Unmasked Estep 
Score: -2545549.750000 Penalty: 4892.579102
	Iteration 138Q: 3 clusters Score -2545550 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 16963 members 
Entering Unmasked Estep 
Score: -2545551.750000 Penalty: 4892.579102
	Iteration 139Q: 3 clusters Score -2545552 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 16975 members 
Entering Unmasked Estep 
Score: -2545552.250000 Penalty: 4892.579102
	Iteration 140F: 3 clusters Score -2545552 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 16986 members 
Entering Unmasked Estep 
Score: -2545555.500000 Penalty: 4892.579102
	Iteration 141Q: 3 clusters Score -2545556 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 16997 members 
Entering Unmasked Estep 
Score: -2545552.750000 Penalty: 4892.579102
	Iteration 142Q: 3 clusters Score -2545553 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 17009 members 
Entering Unmasked Estep 
Score: -2545554.000000 Penalty: 4892.579102
	Iteration 143Q: 3 clusters Score -2545554 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 17022 members 
Entering Unmasked Estep 
Score: -2545559.500000 Penalty: 4892.579102
	Iteration 144Q: 3 clusters Score -2545560 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 17027 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -2545556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 17029 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -2545556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 17031 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -2545556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 17033 members 
Entering Unmasked Estep 
Score: -2545556.500000 Penalty: 4892.579102
	Iteration 148Q: 3 clusters Score -2545556 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 17037 members 
Entering Unmasked Estep 
Score: -2545558.750000 Penalty: 4892.579102
	Iteration 149Q: 3 clusters Score -2545559 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 17043 members 
Entering Unmasked Estep 
Score: -2545561.000000 Penalty: 4892.579102
	Iteration 150Q: 3 clusters Score -2545561 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 17049 members 
Entering Unmasked Estep 
Score: -2545559.250000 Penalty: 4892.579102
	Iteration 151Q: 3 clusters Score -2545559 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 17053 members 
Entering Unmasked Estep 
Score: -2545559.500000 Penalty: 4892.579102
	Iteration 152Q: 3 clusters Score -2545560 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 17058 members 
Entering Unmasked Estep 
Score: -2545560.500000 Penalty: 4892.579102
	Iteration 153Q: 3 clusters Score -2545560 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 17066 members 
Entering Unmasked Estep 
Score: -2545562.500000 Penalty: 4892.579102
	Iteration 154Q: 3 clusters Score -2545562 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 17076 members 
Entering Unmasked Estep 
Score: -2545562.500000 Penalty: 4892.579102
	Iteration 155Q: 3 clusters Score -2545562 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 17085 members 
Entering Unmasked Estep 
Score: -2545570.000000 Penalty: 4892.579102
	Iteration 156Q: 3 clusters Score -2545570 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 17095 members 
Entering Unmasked Estep 
Score: -2545573.000000 Penalty: 4892.579102
	Iteration 157Q: 3 clusters Score -2545573 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 17102 members 
Entering Unmasked Estep 
Score: -2545578.000000 Penalty: 4892.579102
	Iteration 158Q: 3 clusters Score -2545578 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 17115 members 
Entering Unmasked Estep 
Score: -2545576.750000 Penalty: 4892.579102
	Iteration 159Q: 3 clusters Score -2545577 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 17126 members 
Entering Unmasked Estep 
Score: -2545575.000000 Penalty: 4892.579102
	Iteration 160F: 3 clusters Score -2545575 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 17137 members 
Entering Unmasked Estep 
Score: -2545572.750000 Penalty: 4892.579102
	Iteration 161Q: 3 clusters Score -2545573 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 17151 members 
Entering Unmasked Estep 
Score: -2545579.500000 Penalty: 4892.579102
	Iteration 162Q: 3 clusters Score -2545580 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 17160 members 
Entering Unmasked Estep 
Score: -2545585.500000 Penalty: 4892.579102
	Iteration 163Q: 3 clusters Score -2545586 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 17169 members 
Entering Unmasked Estep 
Score: -2545587.000000 Penalty: 4892.579102
	Iteration 164Q: 3 clusters Score -2545587 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 17176 members 
Entering Unmasked Estep 
Score: -2545587.000000 Penalty: 4892.579102
	Iteration 165Q: 3 clusters Score -2545587 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 17186 members 
Entering Unmasked Estep 
Score: -2545589.250000 Penalty: 4892.579102
	Iteration 166Q: 3 clusters Score -2545589 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 17195 members 
Entering Unmasked Estep 
Score: -2545587.750000 Penalty: 4892.579102
	Iteration 167Q: 3 clusters Score -2545588 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 17203 members 
Entering Unmasked Estep 
Score: -2545586.500000 Penalty: 4892.579102
	Iteration 168Q: 3 clusters Score -2545586 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 17210 members 
Entering Unmasked Estep 
Score: -2545582.000000 Penalty: 4892.579102
	Iteration 169Q: 3 clusters Score -2545582 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 17214 members 
Entering Unmasked Estep 
Score: -2545580.500000 Penalty: 4892.579102
	Iteration 170Q: 3 clusters Score -2545580 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 17221 members 
Entering Unmasked Estep 
Score: -2545587.750000 Penalty: 4892.579102
	Iteration 171Q: 3 clusters Score -2545588 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 17228 members 
Entering Unmasked Estep 
Score: -2545590.500000 Penalty: 4892.579102
	Iteration 172Q: 3 clusters Score -2545590 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 17234 members 
Entering Unmasked Estep 
Score: -2545593.250000 Penalty: 4892.579102
	Iteration 173Q: 3 clusters Score -2545593 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 17236 members 
Entering Unmasked Estep 
Score: -2545593.500000 Penalty: 4892.579102
	Iteration 174Q: 3 clusters Score -2545594 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 17239 members 
Entering Unmasked Estep 
Score: -2545596.500000 Penalty: 4892.579102
	Iteration 175Q: 3 clusters Score -2545596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 17241 members 
Entering Unmasked Estep 
Score: -2545598.250000 Penalty: 4892.579102
	Iteration 176Q: 3 clusters Score -2545598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 17243 members 
Entering Unmasked Estep 
Score: -2545595.500000 Penalty: 4892.579102
	Iteration 177Q: 3 clusters Score -2545596 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 17246 members 
Entering Unmasked Estep 
Score: -2545594.250000 Penalty: 4892.579102
	Iteration 178Q: 3 clusters Score -2545594 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 17247 members 
Entering Unmasked Estep 
Score: -2545596.000000 Penalty: 4892.579102
	Iteration 179Q: 3 clusters Score -2545596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 17249 members 
Entering Unmasked Estep 
Score: -2545598.500000 Penalty: 4892.579102
	Iteration 180F: 3 clusters Score -2545598 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 17252 members 
Entering Unmasked Estep 
Score: -2545598.500000 Penalty: 4892.579102
	Iteration 181Q: 3 clusters Score -2545598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 17254 members 
Entering Unmasked Estep 
Score: -2545598.500000 Penalty: 4892.579102
	Iteration 182Q: 3 clusters Score -2545598 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 17257 members 
Entering Unmasked Estep 
Score: -2545600.500000 Penalty: 4892.579102
	Iteration 183Q: 3 clusters Score -2545600 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 17263 members 
Entering Unmasked Estep 
Score: -2545602.000000 Penalty: 4892.579102
	Iteration 184Q: 3 clusters Score -2545602 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 17268 members 
Entering Unmasked Estep 
Score: -2545601.000000 Penalty: 4892.579102
	Iteration 185Q: 3 clusters Score -2545601 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 17276 members 
Entering Unmasked Estep 
Score: -2545607.500000 Penalty: 4892.579102
	Iteration 186Q: 3 clusters Score -2545608 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 17280 members 
Entering Unmasked Estep 
Score: -2545607.250000 Penalty: 4892.579102
	Iteration 187Q: 3 clusters Score -2545607 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 17281 members 
Entering Unmasked Estep 
Score: -2545607.750000 Penalty: 4892.579102
	Iteration 188Q: 3 clusters Score -2545608 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 17281 members 
Entering Unmasked Estep 
Score: -2545607.750000 Penalty: 4892.579102
	Iteration 189F: 3 clusters Score -2545608 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Entering Unmasked Estep 
Score: -38390.652344 Penalty: 1500.918091
	Iteration 0F: 2 clusters Score -38390.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -37101.964844 Penalty: 3001.836182
	Iteration 0F: 3 clusters Score -37101.96 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -37336.566406 Penalty: 3001.836182
	Iteration 1F: 3 clusters Score -37336.57 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -37394.851562 Penalty: 3001.836182
	Iteration 2F: 3 clusters Score -37394.85 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -37432.046875 Penalty: 3001.836182
	Iteration 3Q: 3 clusters Score -37432.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -37465.019531 Penalty: 3001.836182
	Iteration 4Q: 3 clusters Score -37465.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -37481.718750 Penalty: 3001.836182
	Iteration 5Q: 3 clusters Score -37481.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -37487.996094 Penalty: 3001.836182
	Iteration 6Q: 3 clusters Score -37488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -37491.277344 Penalty: 3001.836182
	Iteration 7Q: 3 clusters Score -37491.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -37493.050781 Penalty: 3001.836182
	Iteration 8Q: 3 clusters Score -37493.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -37494.046875 Penalty: 3001.836182
	Iteration 9Q: 3 clusters Score -37494.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -37494.046875 Penalty: 3001.836182
	Iteration 10F: 3 clusters Score -37494.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (3013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Entering Unmasked Estep 
Score: -377599.687500 Penalty: 1986.651489
	Iteration 0F: 2 clusters Score -377599.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -374381.718750 Penalty: 3973.302979
	Iteration 0F: 3 clusters Score -374381.7 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -375023.406250 Penalty: 3973.302979
	Iteration 1F: 3 clusters Score -375023.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -375173.437500 Penalty: 3973.302979
	Iteration 2F: 3 clusters Score -375173.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -375259.687500 Penalty: 3973.302979
	Iteration 3Q: 3 clusters Score -375259.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -375306.531250 Penalty: 3973.302979
	Iteration 4Q: 3 clusters Score -375306.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -375345.656250 Penalty: 3973.302979
	Iteration 5Q: 3 clusters Score -375345.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -375386.218750 Penalty: 3973.302979
	Iteration 6Q: 3 clusters Score -375386.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -375418.875000 Penalty: 3973.302979
	Iteration 7Q: 3 clusters Score -375418.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -375447.687500 Penalty: 3973.302979
	Iteration 8Q: 3 clusters Score -375447.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -375488.562500 Penalty: 3973.302979
	Iteration 9Q: 3 clusters Score -375488.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -375529.468750 Penalty: 3973.302979
	Iteration 10Q: 3 clusters Score -375529.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -375556.937500 Penalty: 3973.302979
	Iteration 11Q: 3 clusters Score -375556.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -375574.562500 Penalty: 3973.302979
	Iteration 12Q: 3 clusters Score -375574.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -375593.125000 Penalty: 3973.302979
	Iteration 13Q: 3 clusters Score -375593.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -375612.312500 Penalty: 3973.302979
	Iteration 14Q: 3 clusters Score -375612.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -375626.968750 Penalty: 3973.302979
	Iteration 15Q: 3 clusters Score -375627 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -375647.218750 Penalty: 3973.302979
	Iteration 16Q: 3 clusters Score -375647.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -375665.437500 Penalty: 3973.302979
	Iteration 17Q: 3 clusters Score -375665.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -375685.531250 Penalty: 3973.302979
	Iteration 18Q: 3 clusters Score -375685.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -375713.906250 Penalty: 3973.302979
	Iteration 19Q: 3 clusters Score -375713.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -375741.062500 Penalty: 3973.302979
	Iteration 20F: 3 clusters Score -375741.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -375768.468750 Penalty: 3973.302979
	Iteration 21Q: 3 clusters Score -375768.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -375791.750000 Penalty: 3973.302979
	Iteration 22Q: 3 clusters Score -375791.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -375808.875000 Penalty: 3973.302979
	Iteration 23Q: 3 clusters Score -375808.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -375821.281250 Penalty: 3973.302979
	Iteration 24Q: 3 clusters Score -375821.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -375829.656250 Penalty: 3973.302979
	Iteration 25Q: 3 clusters Score -375829.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -375838.093750 Penalty: 3973.302979
	Iteration 26Q: 3 clusters Score -375838.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -375843.593750 Penalty: 3973.302979
	Iteration 27Q: 3 clusters Score -375843.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -375849.468750 Penalty: 3973.302979
	Iteration 28Q: 3 clusters Score -375849.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -375853.562500 Penalty: 3973.302979
	Iteration 29Q: 3 clusters Score -375853.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -375859.906250 Penalty: 3973.302979
	Iteration 30Q: 3 clusters Score -375859.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -375863.468750 Penalty: 3973.302979
	Iteration 31Q: 3 clusters Score -375863.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -375867.593750 Penalty: 3973.302979
	Iteration 32Q: 3 clusters Score -375867.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -375874.781250 Penalty: 3973.302979
	Iteration 33Q: 3 clusters Score -375874.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -375879.812500 Penalty: 3973.302979
	Iteration 34Q: 3 clusters Score -375879.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -375884.437500 Penalty: 3973.302979
	Iteration 35Q: 3 clusters Score -375884.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -375886.093750 Penalty: 3973.302979
	Iteration 36Q: 3 clusters Score -375886.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -375889.781250 Penalty: 3973.302979
	Iteration 37Q: 3 clusters Score -375889.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -375892.687500 Penalty: 3973.302979
	Iteration 38Q: 3 clusters Score -375892.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -375896.906250 Penalty: 3973.302979
	Iteration 39Q: 3 clusters Score -375896.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -375900.312500 Penalty: 3973.302979
	Iteration 40F: 3 clusters Score -375900.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -375902.718750 Penalty: 3973.302979
	Iteration 41Q: 3 clusters Score -375902.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -375905.531250 Penalty: 3973.302979
	Iteration 42Q: 3 clusters Score -375905.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -375905.968750 Penalty: 3973.302979
	Iteration 43Q: 3 clusters Score -375906 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -375906.156250 Penalty: 3973.302979
	Iteration 44Q: 3 clusters Score -375906.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -375908.656250 Penalty: 3973.302979
	Iteration 45Q: 3 clusters Score -375908.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -375910.156250 Penalty: 3973.302979
	Iteration 46Q: 3 clusters Score -375910.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -375910.750000 Penalty: 3973.302979
	Iteration 47Q: 3 clusters Score -375910.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -375911.500000 Penalty: 3973.302979
	Iteration 48Q: 3 clusters Score -375911.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -375911.906250 Penalty: 3973.302979
	Iteration 49Q: 3 clusters Score -375911.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -375911.906250 Penalty: 3973.302979
	Iteration 50F: 3 clusters Score -375911.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (4390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Entering Unmasked Estep 
Score: -534575.500000 Penalty: 2079.997070
	Iteration 0F: 2 clusters Score -534575.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -530497.125000 Penalty: 4159.994141
	Iteration 0F: 3 clusters Score -530497.1 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -531463.437500 Penalty: 4159.994141
	Iteration 1F: 3 clusters Score -531463.4 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -531662.625000 Penalty: 4159.994141
	Iteration 2F: 3 clusters Score -531662.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -531806.125000 Penalty: 4159.994141
	Iteration 3Q: 3 clusters Score -531806.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -531940.750000 Penalty: 4159.994141
	Iteration 4Q: 3 clusters Score -531940.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -532045.062500 Penalty: 4159.994141
	Iteration 5Q: 3 clusters Score -532045.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -532129.125000 Penalty: 4159.994141
	Iteration 6Q: 3 clusters Score -532129.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -532214.500000 Penalty: 4159.994141
	Iteration 7Q: 3 clusters Score -532214.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -532290.375000 Penalty: 4159.994141
	Iteration 8Q: 3 clusters Score -532290.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -532360.625000 Penalty: 4159.994141
	Iteration 9Q: 3 clusters Score -532360.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -532430.062500 Penalty: 4159.994141
	Iteration 10Q: 3 clusters Score -532430.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -532526.000000 Penalty: 4159.994141
	Iteration 11Q: 3 clusters Score -532526 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -532645.750000 Penalty: 4159.994141
	Iteration 12Q: 3 clusters Score -532645.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -532760.375000 Penalty: 4159.994141
	Iteration 13Q: 3 clusters Score -532760.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -532883.000000 Penalty: 4159.994141
	Iteration 14Q: 3 clusters Score -532883 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -533002.750000 Penalty: 4159.994141
	Iteration 15Q: 3 clusters Score -533002.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -533099.687500 Penalty: 4159.994141
	Iteration 16Q: 3 clusters Score -533099.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -533191.562500 Penalty: 4159.994141
	Iteration 17Q: 3 clusters Score -533191.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -533276.687500 Penalty: 4159.994141
	Iteration 18Q: 3 clusters Score -533276.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -533361.250000 Penalty: 4159.994141
	Iteration 19Q: 3 clusters Score -533361.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -533437.625000 Penalty: 4159.994141
	Iteration 20F: 3 clusters Score -533437.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -533504.312500 Penalty: 4159.994141
	Iteration 21Q: 3 clusters Score -533504.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -533553.500000 Penalty: 4159.994141
	Iteration 22Q: 3 clusters Score -533553.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -533602.250000 Penalty: 4159.994141
	Iteration 23Q: 3 clusters Score -533602.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -533651.250000 Penalty: 4159.994141
	Iteration 24Q: 3 clusters Score -533651.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -533693.250000 Penalty: 4159.994141
	Iteration 25Q: 3 clusters Score -533693.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -533729.312500 Penalty: 4159.994141
	Iteration 26Q: 3 clusters Score -533729.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -533760.375000 Penalty: 4159.994141
	Iteration 27Q: 3 clusters Score -533760.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -533790.687500 Penalty: 4159.994141
	Iteration 28Q: 3 clusters Score -533790.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -533813.500000 Penalty: 4159.994141
	Iteration 29Q: 3 clusters Score -533813.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -533824.625000 Penalty: 4159.994141
	Iteration 30Q: 3 clusters Score -533824.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -533837.437500 Penalty: 4159.994141
	Iteration 31Q: 3 clusters Score -533837.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -533852.500000 Penalty: 4159.994141
	Iteration 32Q: 3 clusters Score -533852.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -533864.875000 Penalty: 4159.994141
	Iteration 33Q: 3 clusters Score -533864.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -533877.312500 Penalty: 4159.994141
	Iteration 34Q: 3 clusters Score -533877.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -533891.937500 Penalty: 4159.994141
	Iteration 35Q: 3 clusters Score -533891.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -533908.437500 Penalty: 4159.994141
	Iteration 36Q: 3 clusters Score -533908.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -533916.062500 Penalty: 4159.994141
	Iteration 37Q: 3 clusters Score -533916.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -533925.562500 Penalty: 4159.994141
	Iteration 38Q: 3 clusters Score -533925.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -533936.000000 Penalty: 4159.994141
	Iteration 39Q: 3 clusters Score -533936 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -533945.187500 Penalty: 4159.994141
	Iteration 40F: 3 clusters Score -533945.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -533952.562500 Penalty: 4159.994141
	Iteration 41Q: 3 clusters Score -533952.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -533960.250000 Penalty: 4159.994141
	Iteration 42Q: 3 clusters Score -533960.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -533966.437500 Penalty: 4159.994141
	Iteration 43Q: 3 clusters Score -533966.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -533969.937500 Penalty: 4159.994141
	Iteration 44Q: 3 clusters Score -533969.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -533972.687500 Penalty: 4159.994141
	Iteration 45Q: 3 clusters Score -533972.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -533973.750000 Penalty: 4159.994141
	Iteration 46Q: 3 clusters Score -533973.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -533975.187500 Penalty: 4159.994141
	Iteration 47Q: 3 clusters Score -533975.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -533975.062500 Penalty: 4159.994141
	Iteration 48Q: 3 clusters Score -533975.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -533975.062500 Penalty: 4159.994141
	Iteration 49F: 3 clusters Score -533975.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (2354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Entering Unmasked Estep 
Score: -324625.187500 Penalty: 1925.440063
	Iteration 0F: 2 clusters Score -324625.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -321935.000000 Penalty: 3850.880127
	Iteration 0F: 3 clusters Score -321935 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -323842.468750 Penalty: 3850.880127
	Iteration 1F: 3 clusters Score -323842.5 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -324834.250000 Penalty: 3850.880127
	Iteration 2F: 3 clusters Score -324834.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -325456.625000 Penalty: 3850.880127
	Iteration 3F: 3 clusters Score -325456.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -325722.218750 Penalty: 3850.880127
	Iteration 4F: 3 clusters Score -325722.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -325897.562500 Penalty: 3850.880127
	Iteration 5Q: 3 clusters Score -325897.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -326026.625000 Penalty: 3850.880127
	Iteration 6Q: 3 clusters Score -326026.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -326114.781250 Penalty: 3850.880127
	Iteration 7Q: 3 clusters Score -326114.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -326187.218750 Penalty: 3850.880127
	Iteration 8Q: 3 clusters Score -326187.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -326237.500000 Penalty: 3850.880127
	Iteration 9Q: 3 clusters Score -326237.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -326264.156250 Penalty: 3850.880127
	Iteration 10Q: 3 clusters Score -326264.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -326275.250000 Penalty: 3850.880127
	Iteration 11Q: 3 clusters Score -326275.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -326282.750000 Penalty: 3850.880127
	Iteration 12Q: 3 clusters Score -326282.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -326293.218750 Penalty: 3850.880127
	Iteration 13Q: 3 clusters Score -326293.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -326311.156250 Penalty: 3850.880127
	Iteration 14Q: 3 clusters Score -326311.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -326321.656250 Penalty: 3850.880127
	Iteration 15Q: 3 clusters Score -326321.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -326327.781250 Penalty: 3850.880127
	Iteration 16Q: 3 clusters Score -326327.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -326329.218750 Penalty: 3850.880127
	Iteration 17Q: 3 clusters Score -326329.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -326330.968750 Penalty: 3850.880127
	Iteration 18Q: 3 clusters Score -326331 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -326338.500000 Penalty: 3850.880127
	Iteration 19Q: 3 clusters Score -326338.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -326342.093750 Penalty: 3850.880127
	Iteration 20F: 3 clusters Score -326342.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -326344.093750 Penalty: 3850.880127
	Iteration 21Q: 3 clusters Score -326344.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -326344.562500 Penalty: 3850.880127
	Iteration 22Q: 3 clusters Score -326344.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -326344.562500 Penalty: 3850.880127
	Iteration 23F: 3 clusters Score -326344.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22769 members 
Mstep: Class 2 contains 3563 members 
Mstep: Class 3 contains 1102 members 
Mstep: Class 4 contains 223963 members 
Mstep: Class 5 contains 4132 members 
Mstep: Class 6 contains 2379 members 
Mstep: Class 7 contains 9391 members 
Mstep: Class 8 contains 14059 members 
Mstep: Class 9 contains 7488 members 
Mstep: Class 10 contains 27218 members 
Mstep: Class 11 contains 11582 members 
Mstep: Class 12 contains 969 members 
Mstep: Class 13 contains 3334 members 
Mstep: Class 14 contains 36129 members 
Mstep: Class 15 contains 181565 members 
Mstep: Class 16 contains 23118 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 10030 members 
Mstep: Class 19 contains 164656 members 
Mstep: Class 20 contains 55288 members 
Mstep: Class 21 contains 2332 members 
Mstep: Class 22 contains 692 members 
Mstep: Class 23 contains 4372 members 
Mstep: Class 24 contains 3188 members 
Mstep: Class 25 contains 38763 members 
Mstep: Class 26 contains 60578 members 
Mstep: Class 27 contains 28740 members 
Mstep: Class 28 contains 474 members 
Mstep: Class 29 contains 45247 members 
Mstep: Class 30 contains 11088 members 
Mstep: Class 31 contains 6503 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8484 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 3407 members 
Mstep: Class 36 contains 8309 members 
Mstep: Class 37 contains 3953 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1840 members 
Mstep: Class 40 contains 19227 members 
Mstep: Class 41 contains 425 members 
Mstep: Class 42 contains 3013 members 
Mstep: Class 43 contains 4390 members 
Mstep: Class 44 contains 1453 members 
Mstep: Class 45 contains 21928 members 
Mstep: Class 46 contains 13111 members 
Mstep: Class 47 contains 305 members 
Mstep: Class 48 contains 8295 members 
Mstep: Class 49 contains 26891 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 1027 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 3099 members 
Mstep: Class 54 contains 976 members 
Mstep: Class 55 contains 4713 members 
Mstep: Class 56 contains 17268 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 285 members 
Mstep: Class 60 contains 4780 members 
Mstep: Class 61 contains 1767 members 
Mstep: Class 62 contains 1054 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 7994 members 
Mstep: Class 65 contains 501 members 
Mstep: Class 66 contains 667 members 
Mstep: Class 67 contains 2672 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 708 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 4487 members 
Mstep: Class 75 contains 901 members 
Entering Unmasked Estep 
Score: -147543248.000000 Penalty: 260176.640625
Splitting cluster 44 changes total score from -147542752.000000 to -147543248.000000
So it's getting split into cluster 75.
Entering ConstructFrom: 
Trying to split cluster 45 (21928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21928 members 
Entering Unmasked Estep 
Score: -2558482.250000 Penalty: 2478.888916
	Iteration 0F: 2 clusters Score -2558482 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11016 members 
Mstep: Class 2 contains 10912 members 
Entering Unmasked Estep 
Score: -2543192.000000 Penalty: 4957.777832
	Iteration 0F: 3 clusters Score -2543192 nChanged 9644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11462 members 
Mstep: Class 2 contains 10466 members 
Entering Unmasked Estep 
Score: -2548757.250000 Penalty: 4957.777832
	Iteration 1F: 3 clusters Score -2548757 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11639 members 
Mstep: Class 2 contains 10289 members 
Entering Unmasked Estep 
Score: -2549605.750000 Penalty: 4957.777832
	Iteration 2F: 3 clusters Score -2549606 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11821 members 
Mstep: Class 2 contains 10107 members 
Entering Unmasked Estep 
Score: -2550416.750000 Penalty: 4957.777832
	Iteration 3F: 3 clusters Score -2550417 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12035 members 
Mstep: Class 2 contains 9893 members 
Entering Unmasked Estep 
Score: -2551211.000000 Penalty: 4957.777832
	Iteration 4F: 3 clusters Score -2551211 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12299 members 
Mstep: Class 2 contains 9629 members 
Entering Unmasked Estep 
Score: -2551943.500000 Penalty: 4957.777832
	Iteration 5F: 3 clusters Score -2551944 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12592 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
Score: -2552572.750000 Penalty: 4957.777832
	Iteration 6F: 3 clusters Score -2552573 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12853 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -2553142.750000 Penalty: 4957.777832
	Iteration 7Q: 3 clusters Score -2553143 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13107 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -2553572.000000 Penalty: 4957.777832
	Iteration 8Q: 3 clusters Score -2553572 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13328 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -2553951.250000 Penalty: 4957.777832
	Iteration 9Q: 3 clusters Score -2553951 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13518 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -2554292.750000 Penalty: 4957.777832
	Iteration 10Q: 3 clusters Score -2554293 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13666 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -2554534.000000 Penalty: 4957.777832
	Iteration 11Q: 3 clusters Score -2554534 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13832 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -2554696.500000 Penalty: 4957.777832
	Iteration 12Q: 3 clusters Score -2554696 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14032 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -2554853.750000 Penalty: 4957.777832
	Iteration 13Q: 3 clusters Score -2554854 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14250 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -2555001.000000 Penalty: 4957.777832
	Iteration 14Q: 3 clusters Score -2555001 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14478 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -2555121.500000 Penalty: 4957.777832
	Iteration 15Q: 3 clusters Score -2555122 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14716 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -2555251.000000 Penalty: 4957.777832
	Iteration 16Q: 3 clusters Score -2555251 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14971 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -2555382.500000 Penalty: 4957.777832
	Iteration 17Q: 3 clusters Score -2555382 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15221 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -2555508.250000 Penalty: 4957.777832
	Iteration 18Q: 3 clusters Score -2555508 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15473 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -2555652.000000 Penalty: 4957.777832
	Iteration 19Q: 3 clusters Score -2555652 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15726 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -2555773.000000 Penalty: 4957.777832
	Iteration 20F: 3 clusters Score -2555773 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15964 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -2555899.250000 Penalty: 4957.777832
	Iteration 21Q: 3 clusters Score -2555899 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16165 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -2556017.250000 Penalty: 4957.777832
	Iteration 22Q: 3 clusters Score -2556017 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16379 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -2556112.750000 Penalty: 4957.777832
	Iteration 23Q: 3 clusters Score -2556113 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16541 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -2556176.250000 Penalty: 4957.777832
	Iteration 24Q: 3 clusters Score -2556176 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16699 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -2556251.250000 Penalty: 4957.777832
	Iteration 25Q: 3 clusters Score -2556251 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16828 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -2556313.500000 Penalty: 4957.777832
	Iteration 26Q: 3 clusters Score -2556314 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16974 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -2556384.250000 Penalty: 4957.777832
	Iteration 27Q: 3 clusters Score -2556384 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17132 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -2556444.000000 Penalty: 4957.777832
	Iteration 28Q: 3 clusters Score -2556444 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17282 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -2556492.250000 Penalty: 4957.777832
	Iteration 29Q: 3 clusters Score -2556492 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17408 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -2556539.750000 Penalty: 4957.777832
	Iteration 30Q: 3 clusters Score -2556540 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17514 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -2556588.000000 Penalty: 4957.777832
	Iteration 31Q: 3 clusters Score -2556588 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17623 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -2556631.500000 Penalty: 4957.777832
	Iteration 32Q: 3 clusters Score -2556632 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17712 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -2556650.750000 Penalty: 4957.777832
	Iteration 33Q: 3 clusters Score -2556651 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17791 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -2556669.750000 Penalty: 4957.777832
	Iteration 34Q: 3 clusters Score -2556670 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17873 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -2556703.750000 Penalty: 4957.777832
	Iteration 35Q: 3 clusters Score -2556704 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17942 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -2556726.750000 Penalty: 4957.777832
	Iteration 36Q: 3 clusters Score -2556727 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18008 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -2556733.750000 Penalty: 4957.777832
	Iteration 37Q: 3 clusters Score -2556734 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18071 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -2556752.500000 Penalty: 4957.777832
	Iteration 38Q: 3 clusters Score -2556752 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18126 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -2556765.000000 Penalty: 4957.777832
	Iteration 39Q: 3 clusters Score -2556765 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18170 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -2556777.750000 Penalty: 4957.777832
	Iteration 40F: 3 clusters Score -2556778 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18225 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -2556795.000000 Penalty: 4957.777832
	Iteration 41Q: 3 clusters Score -2556795 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18273 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -2556809.250000 Penalty: 4957.777832
	Iteration 42Q: 3 clusters Score -2556809 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18312 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -2556816.750000 Penalty: 4957.777832
	Iteration 43Q: 3 clusters Score -2556817 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18354 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -2556827.500000 Penalty: 4957.777832
	Iteration 44Q: 3 clusters Score -2556828 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18401 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -2556848.750000 Penalty: 4957.777832
	Iteration 45Q: 3 clusters Score -2556849 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18453 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -2556857.750000 Penalty: 4957.777832
	Iteration 46Q: 3 clusters Score -2556858 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18507 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -2556876.000000 Penalty: 4957.777832
	Iteration 47Q: 3 clusters Score -2556876 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18552 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -2556894.000000 Penalty: 4957.777832
	Iteration 48Q: 3 clusters Score -2556894 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18609 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -2556902.250000 Penalty: 4957.777832
	Iteration 49Q: 3 clusters Score -2556902 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18662 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -2556924.500000 Penalty: 4957.777832
	Iteration 50Q: 3 clusters Score -2556924 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18710 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -2556936.750000 Penalty: 4957.777832
	Iteration 51Q: 3 clusters Score -2556937 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18759 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -2556945.250000 Penalty: 4957.777832
	Iteration 52Q: 3 clusters Score -2556945 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18808 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -2556954.000000 Penalty: 4957.777832
	Iteration 53Q: 3 clusters Score -2556954 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18844 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -2556961.250000 Penalty: 4957.777832
	Iteration 54Q: 3 clusters Score -2556961 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18877 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -2556961.750000 Penalty: 4957.777832
	Iteration 55Q: 3 clusters Score -2556962 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18898 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -2556967.500000 Penalty: 4957.777832
	Iteration 56Q: 3 clusters Score -2556968 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18927 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -2556975.750000 Penalty: 4957.777832
	Iteration 57Q: 3 clusters Score -2556976 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18955 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -2556985.250000 Penalty: 4957.777832
	Iteration 58Q: 3 clusters Score -2556985 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18986 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -2556992.000000 Penalty: 4957.777832
	Iteration 59Q: 3 clusters Score -2556992 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19003 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -2556994.750000 Penalty: 4957.777832
	Iteration 60F: 3 clusters Score -2556995 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19020 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -2556990.500000 Penalty: 4957.777832
	Iteration 61Q: 3 clusters Score -2556990 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19039 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -2557001.000000 Penalty: 4957.777832
	Iteration 62Q: 3 clusters Score -2557001 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19057 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -2557006.250000 Penalty: 4957.777832
	Iteration 63Q: 3 clusters Score -2557006 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19068 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -2557009.500000 Penalty: 4957.777832
	Iteration 64Q: 3 clusters Score -2557010 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19077 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -2557005.500000 Penalty: 4957.777832
	Iteration 65Q: 3 clusters Score -2557006 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19090 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -2557006.250000 Penalty: 4957.777832
	Iteration 66Q: 3 clusters Score -2557006 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19101 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -2557011.750000 Penalty: 4957.777832
	Iteration 67Q: 3 clusters Score -2557012 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19114 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -2557020.000000 Penalty: 4957.777832
	Iteration 68Q: 3 clusters Score -2557020 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19123 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -2557018.250000 Penalty: 4957.777832
	Iteration 69Q: 3 clusters Score -2557018 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19130 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -2557021.750000 Penalty: 4957.777832
	Iteration 70Q: 3 clusters Score -2557022 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19140 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -2557022.500000 Penalty: 4957.777832
	Iteration 71Q: 3 clusters Score -2557022 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19150 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -2557021.500000 Penalty: 4957.777832
	Iteration 72Q: 3 clusters Score -2557022 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19161 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -2557019.000000 Penalty: 4957.777832
	Iteration 73Q: 3 clusters Score -2557019 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19169 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -2557024.250000 Penalty: 4957.777832
	Iteration 74Q: 3 clusters Score -2557024 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19176 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -2557024.750000 Penalty: 4957.777832
	Iteration 75Q: 3 clusters Score -2557025 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19181 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -2557026.750000 Penalty: 4957.777832
	Iteration 76Q: 3 clusters Score -2557027 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19187 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -2557026.500000 Penalty: 4957.777832
	Iteration 77Q: 3 clusters Score -2557026 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19193 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -2557032.500000 Penalty: 4957.777832
	Iteration 78Q: 3 clusters Score -2557032 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19200 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -2557036.250000 Penalty: 4957.777832
	Iteration 79Q: 3 clusters Score -2557036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19202 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -2557037.000000 Penalty: 4957.777832
	Iteration 80F: 3 clusters Score -2557037 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19203 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -2557038.000000 Penalty: 4957.777832
	Iteration 81Q: 3 clusters Score -2557038 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19203 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -2557038.000000 Penalty: 4957.777832
	Iteration 82F: 3 clusters Score -2557038 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (13111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13111 members 
Entering Unmasked Estep 
Score: -1659946.500000 Penalty: 2351.339355
	Iteration 0F: 2 clusters Score -1659946 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -1650211.750000 Penalty: 4702.678711
	Iteration 0F: 3 clusters Score -1650212 nChanged 5716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -1653252.625000 Penalty: 4702.678711
	Iteration 1F: 3 clusters Score -1653253 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -1653647.000000 Penalty: 4702.678711
	Iteration 2F: 3 clusters Score -1653647 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -1653961.750000 Penalty: 4702.678711
	Iteration 3F: 3 clusters Score -1653962 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -1654232.750000 Penalty: 4702.678711
	Iteration 4Q: 3 clusters Score -1654233 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -1654503.125000 Penalty: 4702.678711
	Iteration 5Q: 3 clusters Score -1654503 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -1654769.625000 Penalty: 4702.678711
	Iteration 6Q: 3 clusters Score -1654770 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -1655043.000000 Penalty: 4702.678711
	Iteration 7Q: 3 clusters Score -1655043 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -1655321.125000 Penalty: 4702.678711
	Iteration 8Q: 3 clusters Score -1655321 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -1655583.375000 Penalty: 4702.678711
	Iteration 9Q: 3 clusters Score -1655583 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -1655850.500000 Penalty: 4702.678711
	Iteration 10Q: 3 clusters Score -1655850 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -1656082.250000 Penalty: 4702.678711
	Iteration 11Q: 3 clusters Score -1656082 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -1656297.875000 Penalty: 4702.678711
	Iteration 12Q: 3 clusters Score -1656298 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -1656517.875000 Penalty: 4702.678711
	Iteration 13Q: 3 clusters Score -1656518 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -1656717.500000 Penalty: 4702.678711
	Iteration 14Q: 3 clusters Score -1656718 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -1656902.000000 Penalty: 4702.678711
	Iteration 15Q: 3 clusters Score -1656902 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 9841 members 
Entering Unmasked Estep 
Score: -1657064.750000 Penalty: 4702.678711
	Iteration 16Q: 3 clusters Score -1657065 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 9976 members 
Entering Unmasked Estep 
Score: -1657208.750000 Penalty: 4702.678711
	Iteration 17Q: 3 clusters Score -1657209 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 10121 members 
Entering Unmasked Estep 
Score: -1657357.875000 Penalty: 4702.678711
	Iteration 18Q: 3 clusters Score -1657358 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 10224 members 
Entering Unmasked Estep 
Score: -1657490.000000 Penalty: 4702.678711
	Iteration 19Q: 3 clusters Score -1657490 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 10315 members 
Entering Unmasked Estep 
Score: -1657574.250000 Penalty: 4702.678711
	Iteration 20F: 3 clusters Score -1657574 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 10398 members 
Entering Unmasked Estep 
Score: -1657649.250000 Penalty: 4702.678711
	Iteration 21Q: 3 clusters Score -1657649 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 10458 members 
Entering Unmasked Estep 
Score: -1657714.375000 Penalty: 4702.678711
	Iteration 22Q: 3 clusters Score -1657714 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 10511 members 
Entering Unmasked Estep 
Score: -1657788.375000 Penalty: 4702.678711
	Iteration 23Q: 3 clusters Score -1657788 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 10580 members 
Entering Unmasked Estep 
Score: -1657856.875000 Penalty: 4702.678711
	Iteration 24Q: 3 clusters Score -1657857 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 10637 members 
Entering Unmasked Estep 
Score: -1657913.125000 Penalty: 4702.678711
	Iteration 25Q: 3 clusters Score -1657913 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 10702 members 
Entering Unmasked Estep 
Score: -1657966.000000 Penalty: 4702.678711
	Iteration 26Q: 3 clusters Score -1657966 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 10761 members 
Entering Unmasked Estep 
Score: -1658023.500000 Penalty: 4702.678711
	Iteration 27Q: 3 clusters Score -1658024 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 10802 members 
Entering Unmasked Estep 
Score: -1658078.125000 Penalty: 4702.678711
	Iteration 28Q: 3 clusters Score -1658078 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 10850 members 
Entering Unmasked Estep 
Score: -1658129.250000 Penalty: 4702.678711
	Iteration 29Q: 3 clusters Score -1658129 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 10875 members 
Entering Unmasked Estep 
Score: -1658161.750000 Penalty: 4702.678711
	Iteration 30Q: 3 clusters Score -1658162 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 10906 members 
Entering Unmasked Estep 
Score: -1658206.625000 Penalty: 4702.678711
	Iteration 31Q: 3 clusters Score -1658207 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 10936 members 
Entering Unmasked Estep 
Score: -1658250.750000 Penalty: 4702.678711
	Iteration 32Q: 3 clusters Score -1658251 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 10956 members 
Entering Unmasked Estep 
Score: -1658301.625000 Penalty: 4702.678711
	Iteration 33Q: 3 clusters Score -1658302 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 10967 members 
Entering Unmasked Estep 
Score: -1658362.375000 Penalty: 4702.678711
	Iteration 34Q: 3 clusters Score -1658362 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 10988 members 
Entering Unmasked Estep 
Score: -1658439.250000 Penalty: 4702.678711
	Iteration 35Q: 3 clusters Score -1658439 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -1658554.500000 Penalty: 4702.678711
	Iteration 36Q: 3 clusters Score -1658554 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 11054 members 
Entering Unmasked Estep 
Score: -1658726.625000 Penalty: 4702.678711
	Iteration 37Q: 3 clusters Score -1658727 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 11097 members 
Entering Unmasked Estep 
Score: -1658936.250000 Penalty: 4702.678711
	Iteration 38Q: 3 clusters Score -1658936 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 11112 members 
Entering Unmasked Estep 
Score: -1659097.625000 Penalty: 4702.678711
	Iteration 39Q: 3 clusters Score -1659098 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 11098 members 
Entering Unmasked Estep 
Score: -1659231.375000 Penalty: 4702.678711
	Iteration 40F: 3 clusters Score -1659231 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 11036 members 
Entering Unmasked Estep 
Score: -1659339.750000 Penalty: 4702.678711
	Iteration 41Q: 3 clusters Score -1659340 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 10968 members 
Entering Unmasked Estep 
Score: -1659443.625000 Penalty: 4702.678711
	Iteration 42Q: 3 clusters Score -1659444 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 10908 members 
Entering Unmasked Estep 
Score: -1659504.875000 Penalty: 4702.678711
	Iteration 43Q: 3 clusters Score -1659505 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 10853 members 
Entering Unmasked Estep 
Score: -1659537.125000 Penalty: 4702.678711
	Iteration 44Q: 3 clusters Score -1659537 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 10804 members 
Entering Unmasked Estep 
Score: -1659563.125000 Penalty: 4702.678711
	Iteration 45Q: 3 clusters Score -1659563 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 10751 members 
Entering Unmasked Estep 
Score: -1659582.625000 Penalty: 4702.678711
	Iteration 46Q: 3 clusters Score -1659583 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 10715 members 
Entering Unmasked Estep 
Score: -1659602.000000 Penalty: 4702.678711
	Iteration 47Q: 3 clusters Score -1659602 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -1659613.500000 Penalty: 4702.678711
	Iteration 48Q: 3 clusters Score -1659614 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -1659625.625000 Penalty: 4702.678711
	Iteration 49Q: 3 clusters Score -1659626 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 10644 members 
Entering Unmasked Estep 
Score: -1659631.000000 Penalty: 4702.678711
	Iteration 50Q: 3 clusters Score -1659631 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 10622 members 
Entering Unmasked Estep 
Score: -1659637.250000 Penalty: 4702.678711
	Iteration 51Q: 3 clusters Score -1659637 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 10609 members 
Entering Unmasked Estep 
Score: -1659637.500000 Penalty: 4702.678711
	Iteration 52Q: 3 clusters Score -1659638 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 10603 members 
Entering Unmasked Estep 
Score: -1659642.000000 Penalty: 4702.678711
	Iteration 53Q: 3 clusters Score -1659642 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 10597 members 
Entering Unmasked Estep 
Score: -1659641.875000 Penalty: 4702.678711
	Iteration 54Q: 3 clusters Score -1659642 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 10589 members 
Entering Unmasked Estep 
Score: -1659646.625000 Penalty: 4702.678711
	Iteration 55Q: 3 clusters Score -1659647 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -1659647.750000 Penalty: 4702.678711
	Iteration 56Q: 3 clusters Score -1659648 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 10568 members 
Entering Unmasked Estep 
Score: -1659649.250000 Penalty: 4702.678711
	Iteration 57Q: 3 clusters Score -1659649 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 10557 members 
Entering Unmasked Estep 
Score: -1659652.375000 Penalty: 4702.678711
	Iteration 58Q: 3 clusters Score -1659652 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 10541 members 
Entering Unmasked Estep 
Score: -1659656.125000 Penalty: 4702.678711
	Iteration 59Q: 3 clusters Score -1659656 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 10525 members 
Entering Unmasked Estep 
Score: -1659663.000000 Penalty: 4702.678711
	Iteration 60F: 3 clusters Score -1659663 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 10512 members 
Entering Unmasked Estep 
Score: -1659669.750000 Penalty: 4702.678711
	Iteration 61Q: 3 clusters Score -1659670 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 10500 members 
Entering Unmasked Estep 
Score: -1659671.375000 Penalty: 4702.678711
	Iteration 62Q: 3 clusters Score -1659671 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 10486 members 
Entering Unmasked Estep 
Score: -1659675.125000 Penalty: 4702.678711
	Iteration 63Q: 3 clusters Score -1659675 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 10476 members 
Entering Unmasked Estep 
Score: -1659677.250000 Penalty: 4702.678711
	Iteration 64Q: 3 clusters Score -1659677 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 10471 members 
Entering Unmasked Estep 
Score: -1659679.625000 Penalty: 4702.678711
	Iteration 65Q: 3 clusters Score -1659680 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 10464 members 
Entering Unmasked Estep 
Score: -1659678.375000 Penalty: 4702.678711
	Iteration 66Q: 3 clusters Score -1659678 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 10459 members 
Entering Unmasked Estep 
Score: -1659681.625000 Penalty: 4702.678711
	Iteration 67Q: 3 clusters Score -1659682 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 10455 members 
Entering Unmasked Estep 
Score: -1659680.625000 Penalty: 4702.678711
	Iteration 68Q: 3 clusters Score -1659681 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 10451 members 
Entering Unmasked Estep 
Score: -1659683.000000 Penalty: 4702.678711
	Iteration 69Q: 3 clusters Score -1659683 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 10451 members 
Entering Unmasked Estep 
Score: -1659683.000000 Penalty: 4702.678711
	Iteration 70F: 3 clusters Score -1659683 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Entering Unmasked Estep 
Score: -40647.125000 Penalty: 1418.637329
	Iteration 0F: 2 clusters Score -40647.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -39531.003906 Penalty: 2837.274658
	Iteration 0F: 3 clusters Score -39531 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -39962.351562 Penalty: 2837.274658
	Iteration 1F: 3 clusters Score -39962.35 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -40345.355469 Penalty: 2837.274658
	Iteration 2F: 3 clusters Score -40345.36 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -40723.253906 Penalty: 2837.274658
	Iteration 3F: 3 clusters Score -40723.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -40835.308594 Penalty: 2837.274658
	Iteration 4Q: 3 clusters Score -40835.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -40924.589844 Penalty: 2837.274658
	Iteration 5Q: 3 clusters Score -40924.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -40999.222656 Penalty: 2837.274658
	Iteration 6Q: 3 clusters Score -40999.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -40999.222656 Penalty: 2837.274658
	Iteration 7F: 3 clusters Score -40999.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22769 members 
Mstep: Class 2 contains 3563 members 
Mstep: Class 3 contains 1102 members 
Mstep: Class 4 contains 223963 members 
Mstep: Class 5 contains 4132 members 
Mstep: Class 6 contains 2379 members 
Mstep: Class 7 contains 9391 members 
Mstep: Class 8 contains 14059 members 
Mstep: Class 9 contains 7488 members 
Mstep: Class 10 contains 27218 members 
Mstep: Class 11 contains 11582 members 
Mstep: Class 12 contains 969 members 
Mstep: Class 13 contains 3334 members 
Mstep: Class 14 contains 36129 members 
Mstep: Class 15 contains 181565 members 
Mstep: Class 16 contains 23118 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 10030 members 
Mstep: Class 19 contains 164656 members 
Mstep: Class 20 contains 55288 members 
Mstep: Class 21 contains 2332 members 
Mstep: Class 22 contains 692 members 
Mstep: Class 23 contains 4372 members 
Mstep: Class 24 contains 3188 members 
Mstep: Class 25 contains 38763 members 
Mstep: Class 26 contains 60578 members 
Mstep: Class 27 contains 28740 members 
Mstep: Class 28 contains 474 members 
Mstep: Class 29 contains 45247 members 
Mstep: Class 30 contains 11088 members 
Mstep: Class 31 contains 6503 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8484 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 3407 members 
Mstep: Class 36 contains 8309 members 
Mstep: Class 37 contains 3953 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1840 members 
Mstep: Class 40 contains 19227 members 
Mstep: Class 41 contains 425 members 
Mstep: Class 42 contains 3013 members 
Mstep: Class 43 contains 4390 members 
Mstep: Class 44 contains 1453 members 
Mstep: Class 45 contains 21928 members 
Mstep: Class 46 contains 13111 members 
Mstep: Class 47 contains 152 members 
Mstep: Class 48 contains 8295 members 
Mstep: Class 49 contains 26891 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 1027 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 3099 members 
Mstep: Class 54 contains 976 members 
Mstep: Class 55 contains 4713 members 
Mstep: Class 56 contains 17268 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 285 members 
Mstep: Class 60 contains 4780 members 
Mstep: Class 61 contains 1767 members 
Mstep: Class 62 contains 1054 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 7994 members 
Mstep: Class 65 contains 501 members 
Mstep: Class 66 contains 667 members 
Mstep: Class 67 contains 2672 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 708 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 4487 members 
Mstep: Class 75 contains 901 members 
Mstep: Class 76 contains 153 members 
Entering Unmasked Estep 
Score: -147541536.000000 Penalty: 263645.656250
Splitting cluster 47 changes total score from -147542752.000000 to -147541536.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 48 (8295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Entering Unmasked Estep 
Score: -1049556.625000 Penalty: 2237.805176
	Iteration 0F: 2 clusters Score -1049557 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -1042976.312500 Penalty: 4475.610352
	Iteration 0F: 3 clusters Score -1042976 nChanged 3357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -1044833.937500 Penalty: 4475.610352
	Iteration 1F: 3 clusters Score -1044834 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -1045170.500000 Penalty: 4475.610352
	Iteration 2F: 3 clusters Score -1045170 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -1045459.625000 Penalty: 4475.610352
	Iteration 3F: 3 clusters Score -1045460 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -1045724.812500 Penalty: 4475.610352
	Iteration 4F: 3 clusters Score -1045725 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -1046013.937500 Penalty: 4475.610352
	Iteration 5Q: 3 clusters Score -1046014 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -1046411.937500 Penalty: 4475.610352
	Iteration 6F: 3 clusters Score -1046412 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -1046887.437500 Penalty: 4475.610352
	Iteration 7F: 3 clusters Score -1046887 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -1047357.312500 Penalty: 4475.610352
	Iteration 8F: 3 clusters Score -1047357 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -1047715.250000 Penalty: 4475.610352
	Iteration 9F: 3 clusters Score -1047715 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -1048007.125000 Penalty: 4475.610352
	Iteration 10Q: 3 clusters Score -1048007 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -1048206.812500 Penalty: 4475.610352
	Iteration 11Q: 3 clusters Score -1048207 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -1048328.187500 Penalty: 4475.610352
	Iteration 12Q: 3 clusters Score -1048328 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -1048409.812500 Penalty: 4475.610352
	Iteration 13Q: 3 clusters Score -1048410 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -1048460.062500 Penalty: 4475.610352
	Iteration 14Q: 3 clusters Score -1048460 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -1048476.625000 Penalty: 4475.610352
	Iteration 15Q: 3 clusters Score -1048477 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -1048489.562500 Penalty: 4475.610352
	Iteration 16Q: 3 clusters Score -1048490 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -1048493.250000 Penalty: 4475.610352
	Iteration 17Q: 3 clusters Score -1048493 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -1048497.687500 Penalty: 4475.610352
	Iteration 18Q: 3 clusters Score -1048498 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -1048497.562500 Penalty: 4475.610352
	Iteration 19Q: 3 clusters Score -1048498 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -1048501.812500 Penalty: 4475.610352
	Iteration 20F: 3 clusters Score -1048502 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -1048508.062500 Penalty: 4475.610352
	Iteration 21Q: 3 clusters Score -1048508 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -1048509.000000 Penalty: 4475.610352
	Iteration 22Q: 3 clusters Score -1048509 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -1048513.062500 Penalty: 4475.610352
	Iteration 23Q: 3 clusters Score -1048513 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -1048518.875000 Penalty: 4475.610352
	Iteration 24Q: 3 clusters Score -1048519 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -1048521.562500 Penalty: 4475.610352
	Iteration 25Q: 3 clusters Score -1048522 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -1048523.562500 Penalty: 4475.610352
	Iteration 26Q: 3 clusters Score -1048524 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -1048524.937500 Penalty: 4475.610352
	Iteration 27Q: 3 clusters Score -1048525 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -1048527.500000 Penalty: 4475.610352
	Iteration 28Q: 3 clusters Score -1048528 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -1048530.687500 Penalty: 4475.610352
	Iteration 29Q: 3 clusters Score -1048531 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -1048533.687500 Penalty: 4475.610352
	Iteration 30Q: 3 clusters Score -1048534 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -1048536.500000 Penalty: 4475.610352
	Iteration 31Q: 3 clusters Score -1048536 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -1048536.625000 Penalty: 4475.610352
	Iteration 32Q: 3 clusters Score -1048537 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -1048537.187500 Penalty: 4475.610352
	Iteration 33Q: 3 clusters Score -1048537 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -1048539.312500 Penalty: 4475.610352
	Iteration 34Q: 3 clusters Score -1048539 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -1048541.812500 Penalty: 4475.610352
	Iteration 35Q: 3 clusters Score -1048542 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -1048540.062500 Penalty: 4475.610352
	Iteration 36Q: 3 clusters Score -1048540 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -1048538.875000 Penalty: 4475.610352
	Iteration 37Q: 3 clusters Score -1048539 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -1048539.312500 Penalty: 4475.610352
	Iteration 38Q: 3 clusters Score -1048539 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -1048541.125000 Penalty: 4475.610352
	Iteration 39Q: 3 clusters Score -1048541 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -1048542.375000 Penalty: 4475.610352
	Iteration 40F: 3 clusters Score -1048542 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -1048542.312500 Penalty: 4475.610352
	Iteration 41Q: 3 clusters Score -1048542 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -1048545.000000 Penalty: 4475.610352
	Iteration 42Q: 3 clusters Score -1048545 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -1048546.625000 Penalty: 4475.610352
	Iteration 43Q: 3 clusters Score -1048547 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -1048547.000000 Penalty: 4475.610352
	Iteration 44Q: 3 clusters Score -1048547 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -1048547.000000 Penalty: 4475.610352
	Iteration 45F: 3 clusters Score -1048547 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (26891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26891 members 
Entering Unmasked Estep 
Score: -3429606.500000 Penalty: 2529.487549
	Iteration 0F: 2 clusters Score -3429606 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13561 members 
Mstep: Class 2 contains 13330 members 
Entering Unmasked Estep 
Score: -3411022.500000 Penalty: 5058.975098
	Iteration 0F: 3 clusters Score -3411022 nChanged 12054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14453 members 
Mstep: Class 2 contains 12438 members 
Entering Unmasked Estep 
Score: -3417693.000000 Penalty: 5058.975098
	Iteration 1F: 3 clusters Score -3417693 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15014 members 
Mstep: Class 2 contains 11877 members 
Entering Unmasked Estep 
Score: -3418364.250000 Penalty: 5058.975098
	Iteration 2F: 3 clusters Score -3418364 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15770 members 
Mstep: Class 2 contains 11121 members 
Entering Unmasked Estep 
Score: -3419098.250000 Penalty: 5058.975098
	Iteration 3F: 3 clusters Score -3419098 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16688 members 
Mstep: Class 2 contains 10203 members 
Entering Unmasked Estep 
Score: -3419912.250000 Penalty: 5058.975098
	Iteration 4F: 3 clusters Score -3419912 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17814 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -3420974.750000 Penalty: 5058.975098
	Iteration 5F: 3 clusters Score -3420975 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19176 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -3422308.750000 Penalty: 5058.975098
	Iteration 6F: 3 clusters Score -3422309 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20610 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -3423698.750000 Penalty: 5058.975098
	Iteration 7F: 3 clusters Score -3423699 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21960 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -3424946.500000 Penalty: 5058.975098
	Iteration 8F: 3 clusters Score -3424946 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23195 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -3426072.500000 Penalty: 5058.975098
	Iteration 9Q: 3 clusters Score -3426072 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24107 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -3426890.500000 Penalty: 5058.975098
	Iteration 10Q: 3 clusters Score -3426890 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24718 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -3427409.250000 Penalty: 5058.975098
	Iteration 11Q: 3 clusters Score -3427409 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25142 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -3427763.000000 Penalty: 5058.975098
	Iteration 12Q: 3 clusters Score -3427763 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25410 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -3427969.250000 Penalty: 5058.975098
	Iteration 13Q: 3 clusters Score -3427969 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25580 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -3428093.000000 Penalty: 5058.975098
	Iteration 14Q: 3 clusters Score -3428093 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25688 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -3428169.750000 Penalty: 5058.975098
	Iteration 15Q: 3 clusters Score -3428170 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25765 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -3428200.250000 Penalty: 5058.975098
	Iteration 16Q: 3 clusters Score -3428200 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25819 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -3428222.500000 Penalty: 5058.975098
	Iteration 17Q: 3 clusters Score -3428222 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25865 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -3428262.750000 Penalty: 5058.975098
	Iteration 18Q: 3 clusters Score -3428263 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25894 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -3428273.250000 Penalty: 5058.975098
	Iteration 19Q: 3 clusters Score -3428273 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25916 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -3428287.000000 Penalty: 5058.975098
	Iteration 20F: 3 clusters Score -3428287 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25935 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -3428288.750000 Penalty: 5058.975098
	Iteration 21Q: 3 clusters Score -3428289 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25952 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -3428290.250000 Penalty: 5058.975098
	Iteration 22Q: 3 clusters Score -3428290 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25958 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -3428294.250000 Penalty: 5058.975098
	Iteration 23Q: 3 clusters Score -3428294 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25967 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -3428299.250000 Penalty: 5058.975098
	Iteration 24Q: 3 clusters Score -3428299 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25974 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -3428302.000000 Penalty: 5058.975098
	Iteration 25Q: 3 clusters Score -3428302 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25978 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -3428301.750000 Penalty: 5058.975098
	Iteration 26Q: 3 clusters Score -3428302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25980 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -3428305.750000 Penalty: 5058.975098
	Iteration 27Q: 3 clusters Score -3428306 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25983 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -3428304.250000 Penalty: 5058.975098
	Iteration 28Q: 3 clusters Score -3428304 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25984 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -3428307.750000 Penalty: 5058.975098
	Iteration 29Q: 3 clusters Score -3428308 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25985 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -3428314.500000 Penalty: 5058.975098
	Iteration 30Q: 3 clusters Score -3428314 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25989 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -3428310.000000 Penalty: 5058.975098
	Iteration 31Q: 3 clusters Score -3428310 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25989 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -3428310.000000 Penalty: 5058.975098
	Iteration 32F: 3 clusters Score -3428310 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Entering Unmasked Estep 
Score: -20891.148438 Penalty: 1394.756348
	Iteration 0F: 2 clusters Score -20891.15 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 148 members 
Entering Unmasked Estep 
Score: -19918.505859 Penalty: 2789.512695
	Iteration 0F: 3 clusters Score -19918.51 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -20105.136719 Penalty: 2789.512695
	Iteration 1F: 3 clusters Score -20105.14 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -20139.089844 Penalty: 2789.512695
	Iteration 2Q: 3 clusters Score -20139.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -20160.865234 Penalty: 2789.512695
	Iteration 3Q: 3 clusters Score -20160.87 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -20176.728516 Penalty: 2789.512695
	Iteration 4Q: 3 clusters Score -20176.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -20183.783203 Penalty: 2789.512695
	Iteration 5Q: 3 clusters Score -20183.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -20183.783203 Penalty: 2789.512695
	Iteration 6F: 3 clusters Score -20183.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (1027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Entering Unmasked Estep 
Score: -147713.140625 Penalty: 1719.730469
	Iteration 0F: 2 clusters Score -147713.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -146016.468750 Penalty: 3439.460938
	Iteration 0F: 3 clusters Score -146016.5 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -147176.921875 Penalty: 3439.460938
	Iteration 1F: 3 clusters Score -147176.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -147791.890625 Penalty: 3439.460938
	Iteration 2F: 3 clusters Score -147791.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -148265.390625 Penalty: 3439.460938
	Iteration 3F: 3 clusters Score -148265.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -148573.734375 Penalty: 3439.460938
	Iteration 4Q: 3 clusters Score -148573.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -148641.546875 Penalty: 3439.460938
	Iteration 5Q: 3 clusters Score -148641.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -148652.140625 Penalty: 3439.460938
	Iteration 6Q: 3 clusters Score -148652.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -148673.156250 Penalty: 3439.460938
	Iteration 7Q: 3 clusters Score -148673.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -148759.250000 Penalty: 3439.460938
	Iteration 8Q: 3 clusters Score -148759.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -148875.000000 Penalty: 3439.460938
	Iteration 9Q: 3 clusters Score -148875 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -148922.875000 Penalty: 3439.460938
	Iteration 10Q: 3 clusters Score -148922.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -148957.843750 Penalty: 3439.460938
	Iteration 11Q: 3 clusters Score -148957.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -148981.312500 Penalty: 3439.460938
	Iteration 12Q: 3 clusters Score -148981.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -149018.859375 Penalty: 3439.460938
	Iteration 13Q: 3 clusters Score -149018.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -149049.234375 Penalty: 3439.460938
	Iteration 14Q: 3 clusters Score -149049.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -149056.656250 Penalty: 3439.460938
	Iteration 15Q: 3 clusters Score -149056.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -149056.671875 Penalty: 3439.460938
	Iteration 16F: 3 clusters Score -149056.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -149062.687500 Penalty: 3439.460938
	Iteration 17Q: 3 clusters Score -149062.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -149062.687500 Penalty: 3439.460938
	Iteration 18F: 3 clusters Score -149062.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22769 members 
Mstep: Class 2 contains 3563 members 
Mstep: Class 3 contains 1102 members 
Mstep: Class 4 contains 223963 members 
Mstep: Class 5 contains 4132 members 
Mstep: Class 6 contains 2379 members 
Mstep: Class 7 contains 9391 members 
Mstep: Class 8 contains 14059 members 
Mstep: Class 9 contains 7488 members 
Mstep: Class 10 contains 27218 members 
Mstep: Class 11 contains 11582 members 
Mstep: Class 12 contains 969 members 
Mstep: Class 13 contains 3334 members 
Mstep: Class 14 contains 36129 members 
Mstep: Class 15 contains 181565 members 
Mstep: Class 16 contains 23118 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 10030 members 
Mstep: Class 19 contains 164656 members 
Mstep: Class 20 contains 55288 members 
Mstep: Class 21 contains 2332 members 
Mstep: Class 22 contains 692 members 
Mstep: Class 23 contains 4372 members 
Mstep: Class 24 contains 3188 members 
Mstep: Class 25 contains 38763 members 
Mstep: Class 26 contains 60578 members 
Mstep: Class 27 contains 28740 members 
Mstep: Class 28 contains 474 members 
Mstep: Class 29 contains 45247 members 
Mstep: Class 30 contains 11088 members 
Mstep: Class 31 contains 6503 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8484 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 3407 members 
Mstep: Class 36 contains 8309 members 
Mstep: Class 37 contains 3953 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1840 members 
Mstep: Class 40 contains 19227 members 
Mstep: Class 41 contains 425 members 
Mstep: Class 42 contains 3013 members 
Mstep: Class 43 contains 4390 members 
Mstep: Class 44 contains 1453 members 
Mstep: Class 45 contains 21928 members 
Mstep: Class 46 contains 13111 members 
Mstep: Class 47 contains 305 members 
Mstep: Class 48 contains 8295 members 
Mstep: Class 49 contains 26891 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 519 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 3099 members 
Mstep: Class 54 contains 976 members 
Mstep: Class 55 contains 4713 members 
Mstep: Class 56 contains 17268 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 285 members 
Mstep: Class 60 contains 4780 members 
Mstep: Class 61 contains 1767 members 
Mstep: Class 62 contains 1054 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 7994 members 
Mstep: Class 65 contains 501 members 
Mstep: Class 66 contains 667 members 
Mstep: Class 67 contains 2672 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 708 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 4487 members 
Mstep: Class 75 contains 901 members 
Mstep: Class 76 contains 508 members 
Entering Unmasked Estep 
Score: -147542944.000000 Penalty: 263645.656250
Splitting cluster 51 changes total score from -147542752.000000 to -147542944.000000
So it's getting split into cluster 76.
Entering ConstructFrom: 
Trying to split cluster 52 (304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Entering Unmasked Estep 
Score: -40186.464844 Penalty: 1417.822876
	Iteration 0F: 2 clusters Score -40186.46 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 140 members 
Entering Unmasked Estep 
Score: -38969.003906 Penalty: 2835.645752
	Iteration 0F: 3 clusters Score -38969 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -39440.867188 Penalty: 2835.645752
	Iteration 1F: 3 clusters Score -39440.87 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -39682.398438 Penalty: 2835.645752
	Iteration 2F: 3 clusters Score -39682.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -39712.062500 Penalty: 2835.645752
	Iteration 3Q: 3 clusters Score -39712.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -39739.675781 Penalty: 2835.645752
	Iteration 4Q: 3 clusters Score -39739.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -39757.000000 Penalty: 2835.645752
	Iteration 5Q: 3 clusters Score -39757 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -39836.339844 Penalty: 2835.645752
	Iteration 6Q: 3 clusters Score -39836.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -39874.835938 Penalty: 2835.645752
	Iteration 7Q: 3 clusters Score -39874.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -39922.171875 Penalty: 2835.645752
	Iteration 8Q: 3 clusters Score -39922.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -39955.121094 Penalty: 2835.645752
	Iteration 9Q: 3 clusters Score -39955.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -39967.917969 Penalty: 2835.645752
	Iteration 10Q: 3 clusters Score -39967.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -39971.136719 Penalty: 2835.645752
	Iteration 11Q: 3 clusters Score -39971.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -39976.671875 Penalty: 2835.645752
	Iteration 12Q: 3 clusters Score -39976.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -39984.812500 Penalty: 2835.645752
	Iteration 13Q: 3 clusters Score -39984.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -40002.769531 Penalty: 2835.645752
	Iteration 14Q: 3 clusters Score -40002.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -40025.289062 Penalty: 2835.645752
	Iteration 15Q: 3 clusters Score -40025.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -40039.371094 Penalty: 2835.645752
	Iteration 16Q: 3 clusters Score -40039.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -40079.367188 Penalty: 2835.645752
	Iteration 17Q: 3 clusters Score -40079.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -40079.367188 Penalty: 2835.645752
	Iteration 18F: 3 clusters Score -40079.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (3099 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Entering Unmasked Estep 
Score: -390233.343750 Penalty: 1993.630981
	Iteration 0F: 2 clusters Score -390233.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -386951.093750 Penalty: 3987.261963
	Iteration 0F: 3 clusters Score -386951.1 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -387597.906250 Penalty: 3987.261963
	Iteration 1F: 3 clusters Score -387597.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -387743.281250 Penalty: 3987.261963
	Iteration 2F: 3 clusters Score -387743.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -387820.312500 Penalty: 3987.261963
	Iteration 3Q: 3 clusters Score -387820.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -387868.687500 Penalty: 3987.261963
	Iteration 4Q: 3 clusters Score -387868.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -387910.406250 Penalty: 3987.261963
	Iteration 5Q: 3 clusters Score -387910.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -387943.593750 Penalty: 3987.261963
	Iteration 6Q: 3 clusters Score -387943.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -387967.875000 Penalty: 3987.261963
	Iteration 7Q: 3 clusters Score -387967.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -387981.187500 Penalty: 3987.261963
	Iteration 8Q: 3 clusters Score -387981.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -387991.250000 Penalty: 3987.261963
	Iteration 9Q: 3 clusters Score -387991.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -388000.031250 Penalty: 3987.261963
	Iteration 10Q: 3 clusters Score -388000 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -388008.031250 Penalty: 3987.261963
	Iteration 11Q: 3 clusters Score -388008 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -388016.718750 Penalty: 3987.261963
	Iteration 12Q: 3 clusters Score -388016.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -388024.218750 Penalty: 3987.261963
	Iteration 13Q: 3 clusters Score -388024.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -388033.250000 Penalty: 3987.261963
	Iteration 14Q: 3 clusters Score -388033.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -388045.312500 Penalty: 3987.261963
	Iteration 15Q: 3 clusters Score -388045.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -388051.343750 Penalty: 3987.261963
	Iteration 16Q: 3 clusters Score -388051.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -388055.156250 Penalty: 3987.261963
	Iteration 17Q: 3 clusters Score -388055.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -388057.468750 Penalty: 3987.261963
	Iteration 18Q: 3 clusters Score -388057.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -388058.000000 Penalty: 3987.261963
	Iteration 19Q: 3 clusters Score -388058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -388058.875000 Penalty: 3987.261963
	Iteration 20F: 3 clusters Score -388058.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -388059.781250 Penalty: 3987.261963
	Iteration 21Q: 3 clusters Score -388059.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -388060.343750 Penalty: 3987.261963
	Iteration 22Q: 3 clusters Score -388060.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -388062.156250 Penalty: 3987.261963
	Iteration 23Q: 3 clusters Score -388062.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -388062.781250 Penalty: 3987.261963
	Iteration 24Q: 3 clusters Score -388062.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -388063.593750 Penalty: 3987.261963
	Iteration 25Q: 3 clusters Score -388063.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -388064.187500 Penalty: 3987.261963
	Iteration 26Q: 3 clusters Score -388064.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -388065.187500 Penalty: 3987.261963
	Iteration 27Q: 3 clusters Score -388065.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -388065.093750 Penalty: 3987.261963
	Iteration 28Q: 3 clusters Score -388065.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -388065.937500 Penalty: 3987.261963
	Iteration 29Q: 3 clusters Score -388065.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -388065.937500 Penalty: 3987.261963
	Iteration 30F: 3 clusters Score -388065.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (976 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Entering Unmasked Estep 
Score: -146366.859375 Penalty: 1707.098633
	Iteration 0F: 2 clusters Score -146366.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -144495.203125 Penalty: 3414.197266
	Iteration 0F: 3 clusters Score -144495.2 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -145133.234375 Penalty: 3414.197266
	Iteration 1F: 3 clusters Score -145133.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -145881.765625 Penalty: 3414.197266
	Iteration 2F: 3 clusters Score -145881.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -146508.484375 Penalty: 3414.197266
	Iteration 3F: 3 clusters Score -146508.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -147042.000000 Penalty: 3414.197266
	Iteration 4F: 3 clusters Score -147042 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -147495.515625 Penalty: 3414.197266
	Iteration 5F: 3 clusters Score -147495.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -147673.750000 Penalty: 3414.197266
	Iteration 6Q: 3 clusters Score -147673.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -147731.828125 Penalty: 3414.197266
	Iteration 7Q: 3 clusters Score -147731.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -147753.984375 Penalty: 3414.197266
	Iteration 8Q: 3 clusters Score -147754 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -147789.531250 Penalty: 3414.197266
	Iteration 9Q: 3 clusters Score -147789.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -147825.906250 Penalty: 3414.197266
	Iteration 10Q: 3 clusters Score -147825.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -147889.296875 Penalty: 3414.197266
	Iteration 11Q: 3 clusters Score -147889.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -147893.312500 Penalty: 3414.197266
	Iteration 12Q: 3 clusters Score -147893.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -147893.312500 Penalty: 3414.197266
	Iteration 13F: 3 clusters Score -147893.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22769 members 
Mstep: Class 2 contains 3563 members 
Mstep: Class 3 contains 1102 members 
Mstep: Class 4 contains 223963 members 
Mstep: Class 5 contains 4132 members 
Mstep: Class 6 contains 2379 members 
Mstep: Class 7 contains 9391 members 
Mstep: Class 8 contains 14059 members 
Mstep: Class 9 contains 7488 members 
Mstep: Class 10 contains 27218 members 
Mstep: Class 11 contains 11582 members 
Mstep: Class 12 contains 969 members 
Mstep: Class 13 contains 3334 members 
Mstep: Class 14 contains 36129 members 
Mstep: Class 15 contains 181565 members 
Mstep: Class 16 contains 23118 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 10030 members 
Mstep: Class 19 contains 164656 members 
Mstep: Class 20 contains 55288 members 
Mstep: Class 21 contains 2332 members 
Mstep: Class 22 contains 692 members 
Mstep: Class 23 contains 4372 members 
Mstep: Class 24 contains 3188 members 
Mstep: Class 25 contains 38763 members 
Mstep: Class 26 contains 60578 members 
Mstep: Class 27 contains 28740 members 
Mstep: Class 28 contains 474 members 
Mstep: Class 29 contains 45247 members 
Mstep: Class 30 contains 11088 members 
Mstep: Class 31 contains 6503 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8484 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 3407 members 
Mstep: Class 36 contains 8309 members 
Mstep: Class 37 contains 3953 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1840 members 
Mstep: Class 40 contains 19227 members 
Mstep: Class 41 contains 425 members 
Mstep: Class 42 contains 3013 members 
Mstep: Class 43 contains 4390 members 
Mstep: Class 44 contains 1453 members 
Mstep: Class 45 contains 21928 members 
Mstep: Class 46 contains 13111 members 
Mstep: Class 47 contains 305 members 
Mstep: Class 48 contains 8295 members 
Mstep: Class 49 contains 26891 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 519 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 3099 members 
Mstep: Class 54 contains 363 members 
Mstep: Class 55 contains 4713 members 
Mstep: Class 56 contains 17268 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 285 members 
Mstep: Class 60 contains 4780 members 
Mstep: Class 61 contains 1767 members 
Mstep: Class 62 contains 1054 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 7994 members 
Mstep: Class 65 contains 501 members 
Mstep: Class 66 contains 667 members 
Mstep: Class 67 contains 2672 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 708 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 4487 members 
Mstep: Class 75 contains 901 members 
Mstep: Class 76 contains 508 members 
Mstep: Class 77 contains 613 members 
Entering Unmasked Estep 
Score: -147542784.000000 Penalty: 267114.687500
Splitting cluster 54 changes total score from -147542752.000000 to -147542784.000000
So it's getting split into cluster 77.
Entering ConstructFrom: 
Trying to split cluster 55 (4713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Entering Unmasked Estep 
Score: -506672.000000 Penalty: 2097.604004
	Iteration 0F: 2 clusters Score -506672 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -502342.312500 Penalty: 4195.208008
	Iteration 0F: 3 clusters Score -502342.3 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -503682.125000 Penalty: 4195.208008
	Iteration 1F: 3 clusters Score -503682.1 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -504224.656250 Penalty: 4195.208008
	Iteration 2F: 3 clusters Score -504224.7 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -504597.812500 Penalty: 4195.208008
	Iteration 3F: 3 clusters Score -504597.8 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -504842.062500 Penalty: 4195.208008
	Iteration 4F: 3 clusters Score -504842.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -504990.281250 Penalty: 4195.208008
	Iteration 5Q: 3 clusters Score -504990.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -505130.875000 Penalty: 4195.208008
	Iteration 6Q: 3 clusters Score -505130.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -505268.718750 Penalty: 4195.208008
	Iteration 7Q: 3 clusters Score -505268.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -505373.593750 Penalty: 4195.208008
	Iteration 8Q: 3 clusters Score -505373.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -505462.687500 Penalty: 4195.208008
	Iteration 9Q: 3 clusters Score -505462.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -505537.968750 Penalty: 4195.208008
	Iteration 10Q: 3 clusters Score -505538 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -505601.156250 Penalty: 4195.208008
	Iteration 11Q: 3 clusters Score -505601.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -505658.593750 Penalty: 4195.208008
	Iteration 12Q: 3 clusters Score -505658.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -505696.625000 Penalty: 4195.208008
	Iteration 13Q: 3 clusters Score -505696.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -505734.500000 Penalty: 4195.208008
	Iteration 14Q: 3 clusters Score -505734.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -505777.906250 Penalty: 4195.208008
	Iteration 15Q: 3 clusters Score -505777.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -505852.687500 Penalty: 4195.208008
	Iteration 16Q: 3 clusters Score -505852.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -505922.343750 Penalty: 4195.208008
	Iteration 17Q: 3 clusters Score -505922.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -505958.968750 Penalty: 4195.208008
	Iteration 18Q: 3 clusters Score -505959 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -505993.937500 Penalty: 4195.208008
	Iteration 19Q: 3 clusters Score -505993.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -506023.781250 Penalty: 4195.208008
	Iteration 20F: 3 clusters Score -506023.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -506041.500000 Penalty: 4195.208008
	Iteration 21Q: 3 clusters Score -506041.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -506057.343750 Penalty: 4195.208008
	Iteration 22Q: 3 clusters Score -506057.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -506068.906250 Penalty: 4195.208008
	Iteration 23Q: 3 clusters Score -506068.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -506078.968750 Penalty: 4195.208008
	Iteration 24Q: 3 clusters Score -506079 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -506085.375000 Penalty: 4195.208008
	Iteration 25Q: 3 clusters Score -506085.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -506088.281250 Penalty: 4195.208008
	Iteration 26Q: 3 clusters Score -506088.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -506089.625000 Penalty: 4195.208008
	Iteration 27Q: 3 clusters Score -506089.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -506090.750000 Penalty: 4195.208008
	Iteration 28Q: 3 clusters Score -506090.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -506091.250000 Penalty: 4195.208008
	Iteration 29Q: 3 clusters Score -506091.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -506092.312500 Penalty: 4195.208008
	Iteration 30Q: 3 clusters Score -506092.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -506093.562500 Penalty: 4195.208008
	Iteration 31Q: 3 clusters Score -506093.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -506094.937500 Penalty: 4195.208008
	Iteration 32Q: 3 clusters Score -506094.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -506097.093750 Penalty: 4195.208008
	Iteration 33Q: 3 clusters Score -506097.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -506097.875000 Penalty: 4195.208008
	Iteration 34Q: 3 clusters Score -506097.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -506098.031250 Penalty: 4195.208008
	Iteration 35Q: 3 clusters Score -506098 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -506098.031250 Penalty: 4195.208008
	Iteration 36F: 3 clusters Score -506098 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (17268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17268 members 
Entering Unmasked Estep 
Score: -2206044.500000 Penalty: 2419.639160
	Iteration 0F: 2 clusters Score -2206044 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -2193747.000000 Penalty: 4839.278320
	Iteration 0F: 3 clusters Score -2193747 nChanged 7440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -2197869.750000 Penalty: 4839.278320
	Iteration 1F: 3 clusters Score -2197870 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -2198366.250000 Penalty: 4839.278320
	Iteration 2F: 3 clusters Score -2198366 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -2198802.000000 Penalty: 4839.278320
	Iteration 3F: 3 clusters Score -2198802 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9791 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -2199164.000000 Penalty: 4839.278320
	Iteration 4Q: 3 clusters Score -2199164 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -2199560.500000 Penalty: 4839.278320
	Iteration 5Q: 3 clusters Score -2199560 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10731 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -2199983.500000 Penalty: 4839.278320
	Iteration 6Q: 3 clusters Score -2199984 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11314 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -2200454.250000 Penalty: 4839.278320
	Iteration 7Q: 3 clusters Score -2200454 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11936 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -2201048.750000 Penalty: 4839.278320
	Iteration 8Q: 3 clusters Score -2201049 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12578 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -2201740.000000 Penalty: 4839.278320
	Iteration 9Q: 3 clusters Score -2201740 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13160 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -2202393.750000 Penalty: 4839.278320
	Iteration 10Q: 3 clusters Score -2202394 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13613 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -2202933.750000 Penalty: 4839.278320
	Iteration 11Q: 3 clusters Score -2202934 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13943 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -2203287.500000 Penalty: 4839.278320
	Iteration 12Q: 3 clusters Score -2203288 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14196 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -2203478.500000 Penalty: 4839.278320
	Iteration 13Q: 3 clusters Score -2203478 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14386 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -2203599.500000 Penalty: 4839.278320
	Iteration 14Q: 3 clusters Score -2203600 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14523 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -2203684.000000 Penalty: 4839.278320
	Iteration 15Q: 3 clusters Score -2203684 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14646 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -2203755.000000 Penalty: 4839.278320
	Iteration 16Q: 3 clusters Score -2203755 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14743 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -2203798.000000 Penalty: 4839.278320
	Iteration 17Q: 3 clusters Score -2203798 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14828 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -2203831.750000 Penalty: 4839.278320
	Iteration 18Q: 3 clusters Score -2203832 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14916 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -2203873.000000 Penalty: 4839.278320
	Iteration 19Q: 3 clusters Score -2203873 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14990 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -2203903.750000 Penalty: 4839.278320
	Iteration 20F: 3 clusters Score -2203904 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15055 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -2203936.500000 Penalty: 4839.278320
	Iteration 21Q: 3 clusters Score -2203936 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15131 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -2203966.250000 Penalty: 4839.278320
	Iteration 22Q: 3 clusters Score -2203966 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15205 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -2204002.750000 Penalty: 4839.278320
	Iteration 23Q: 3 clusters Score -2204003 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15253 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -2204019.500000 Penalty: 4839.278320
	Iteration 24Q: 3 clusters Score -2204020 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15309 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -2204037.500000 Penalty: 4839.278320
	Iteration 25Q: 3 clusters Score -2204038 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15356 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -2204053.000000 Penalty: 4839.278320
	Iteration 26Q: 3 clusters Score -2204053 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15392 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -2204066.250000 Penalty: 4839.278320
	Iteration 27Q: 3 clusters Score -2204066 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15431 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -2204083.250000 Penalty: 4839.278320
	Iteration 28Q: 3 clusters Score -2204083 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15457 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -2204089.000000 Penalty: 4839.278320
	Iteration 29Q: 3 clusters Score -2204089 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15485 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -2204094.750000 Penalty: 4839.278320
	Iteration 30Q: 3 clusters Score -2204095 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15512 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -2204102.250000 Penalty: 4839.278320
	Iteration 31Q: 3 clusters Score -2204102 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15536 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -2204116.500000 Penalty: 4839.278320
	Iteration 32Q: 3 clusters Score -2204116 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15564 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -2204115.750000 Penalty: 4839.278320
	Iteration 33Q: 3 clusters Score -2204116 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15584 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -2204121.250000 Penalty: 4839.278320
	Iteration 34Q: 3 clusters Score -2204121 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15598 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -2204128.500000 Penalty: 4839.278320
	Iteration 35Q: 3 clusters Score -2204128 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15615 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -2204128.250000 Penalty: 4839.278320
	Iteration 36Q: 3 clusters Score -2204128 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15631 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -2204133.250000 Penalty: 4839.278320
	Iteration 37Q: 3 clusters Score -2204133 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15642 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -2204135.500000 Penalty: 4839.278320
	Iteration 38Q: 3 clusters Score -2204136 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15653 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -2204141.750000 Penalty: 4839.278320
	Iteration 39Q: 3 clusters Score -2204142 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15665 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -2204140.750000 Penalty: 4839.278320
	Iteration 40F: 3 clusters Score -2204141 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15675 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -2204147.000000 Penalty: 4839.278320
	Iteration 41Q: 3 clusters Score -2204147 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15686 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -2204153.000000 Penalty: 4839.278320
	Iteration 42Q: 3 clusters Score -2204153 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15693 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -2204156.750000 Penalty: 4839.278320
	Iteration 43Q: 3 clusters Score -2204157 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15697 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -2204154.750000 Penalty: 4839.278320
	Iteration 44Q: 3 clusters Score -2204155 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15706 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -2204160.500000 Penalty: 4839.278320
	Iteration 45Q: 3 clusters Score -2204160 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15713 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -2204162.500000 Penalty: 4839.278320
	Iteration 46Q: 3 clusters Score -2204162 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15719 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -2204162.250000 Penalty: 4839.278320
	Iteration 47Q: 3 clusters Score -2204162 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15725 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -2204163.750000 Penalty: 4839.278320
	Iteration 48Q: 3 clusters Score -2204164 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15729 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -2204167.750000 Penalty: 4839.278320
	Iteration 49Q: 3 clusters Score -2204168 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15733 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -2204166.000000 Penalty: 4839.278320
	Iteration 50Q: 3 clusters Score -2204166 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15738 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -2204169.750000 Penalty: 4839.278320
	Iteration 51Q: 3 clusters Score -2204170 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15741 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -2204170.000000 Penalty: 4839.278320
	Iteration 52Q: 3 clusters Score -2204170 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15743 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -2204170.750000 Penalty: 4839.278320
	Iteration 53Q: 3 clusters Score -2204171 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15748 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -2204168.500000 Penalty: 4839.278320
	Iteration 54Q: 3 clusters Score -2204168 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15752 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -2204172.250000 Penalty: 4839.278320
	Iteration 55Q: 3 clusters Score -2204172 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15759 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -2204173.250000 Penalty: 4839.278320
	Iteration 56Q: 3 clusters Score -2204173 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15765 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -2204173.750000 Penalty: 4839.278320
	Iteration 57Q: 3 clusters Score -2204174 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15775 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -2204177.500000 Penalty: 4839.278320
	Iteration 58Q: 3 clusters Score -2204178 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15788 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -2204184.750000 Penalty: 4839.278320
	Iteration 59Q: 3 clusters Score -2204185 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15804 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -2204187.500000 Penalty: 4839.278320
	Iteration 60F: 3 clusters Score -2204188 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15816 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -2204191.000000 Penalty: 4839.278320
	Iteration 61Q: 3 clusters Score -2204191 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15829 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -2204195.250000 Penalty: 4839.278320
	Iteration 62Q: 3 clusters Score -2204195 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15838 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -2204191.500000 Penalty: 4839.278320
	Iteration 63Q: 3 clusters Score -2204192 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15845 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -2204197.750000 Penalty: 4839.278320
	Iteration 64Q: 3 clusters Score -2204198 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15852 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -2204198.250000 Penalty: 4839.278320
	Iteration 65Q: 3 clusters Score -2204198 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15859 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -2204201.000000 Penalty: 4839.278320
	Iteration 66Q: 3 clusters Score -2204201 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15862 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -2204199.750000 Penalty: 4839.278320
	Iteration 67Q: 3 clusters Score -2204200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15862 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -2204199.000000 Penalty: 4839.278320
	Iteration 68Q: 3 clusters Score -2204199 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15863 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -2204200.000000 Penalty: 4839.278320
	Iteration 69Q: 3 clusters Score -2204200 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15864 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -2204201.250000 Penalty: 4839.278320
	Iteration 70Q: 3 clusters Score -2204201 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15866 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -2204202.250000 Penalty: 4839.278320
	Iteration 71Q: 3 clusters Score -2204202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15869 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -2204203.250000 Penalty: 4839.278320
	Iteration 72Q: 3 clusters Score -2204203 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15872 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -2204208.250000 Penalty: 4839.278320
	Iteration 73Q: 3 clusters Score -2204208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15875 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -2204206.750000 Penalty: 4839.278320
	Iteration 74Q: 3 clusters Score -2204207 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15880 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -2204214.000000 Penalty: 4839.278320
	Iteration 75Q: 3 clusters Score -2204214 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15883 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -2204212.250000 Penalty: 4839.278320
	Iteration 76Q: 3 clusters Score -2204212 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15885 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -2204214.250000 Penalty: 4839.278320
	Iteration 77Q: 3 clusters Score -2204214 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15885 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -2204214.250000 Penalty: 4839.278320
	Iteration 78F: 3 clusters Score -2204214 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Entering Unmasked Estep 
Score: -68800.750000 Penalty: 1524.820190
	Iteration 0F: 2 clusters Score -68800.75 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 220 members 
Entering Unmasked Estep 
Score: -67367.382812 Penalty: 3049.640381
	Iteration 0F: 3 clusters Score -67367.38 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -67733.289062 Penalty: 3049.640381
	Iteration 1F: 3 clusters Score -67733.29 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -68105.085938 Penalty: 3049.640381
	Iteration 2F: 3 clusters Score -68105.09 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -68630.078125 Penalty: 3049.640381
	Iteration 3F: 3 clusters Score -68630.08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -68914.117188 Penalty: 3049.640381
	Iteration 4F: 3 clusters Score -68914.12 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -69145.773438 Penalty: 3049.640381
	Iteration 5Q: 3 clusters Score -69145.77 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -69255.039062 Penalty: 3049.640381
	Iteration 6Q: 3 clusters Score -69255.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -69341.414062 Penalty: 3049.640381
	Iteration 7Q: 3 clusters Score -69341.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -69345.710938 Penalty: 3049.640381
	Iteration 8Q: 3 clusters Score -69345.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -69345.710938 Penalty: 3049.640381
	Iteration 9F: 3 clusters Score -69345.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22769 members 
Mstep: Class 2 contains 3563 members 
Mstep: Class 3 contains 1102 members 
Mstep: Class 4 contains 223963 members 
Mstep: Class 5 contains 4132 members 
Mstep: Class 6 contains 2379 members 
Mstep: Class 7 contains 9391 members 
Mstep: Class 8 contains 14059 members 
Mstep: Class 9 contains 7488 members 
Mstep: Class 10 contains 27218 members 
Mstep: Class 11 contains 11582 members 
Mstep: Class 12 contains 969 members 
Mstep: Class 13 contains 3334 members 
Mstep: Class 14 contains 36129 members 
Mstep: Class 15 contains 181565 members 
Mstep: Class 16 contains 23118 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 10030 members 
Mstep: Class 19 contains 164656 members 
Mstep: Class 20 contains 55288 members 
Mstep: Class 21 contains 2332 members 
Mstep: Class 22 contains 692 members 
Mstep: Class 23 contains 4372 members 
Mstep: Class 24 contains 3188 members 
Mstep: Class 25 contains 38763 members 
Mstep: Class 26 contains 60578 members 
Mstep: Class 27 contains 28740 members 
Mstep: Class 28 contains 474 members 
Mstep: Class 29 contains 45247 members 
Mstep: Class 30 contains 11088 members 
Mstep: Class 31 contains 6503 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8484 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 3407 members 
Mstep: Class 36 contains 8309 members 
Mstep: Class 37 contains 3953 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1840 members 
Mstep: Class 40 contains 19227 members 
Mstep: Class 41 contains 425 members 
Mstep: Class 42 contains 3013 members 
Mstep: Class 43 contains 4390 members 
Mstep: Class 44 contains 1453 members 
Mstep: Class 45 contains 21928 members 
Mstep: Class 46 contains 13111 members 
Mstep: Class 47 contains 305 members 
Mstep: Class 48 contains 8295 members 
Mstep: Class 49 contains 26891 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 519 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 3099 members 
Mstep: Class 54 contains 363 members 
Mstep: Class 55 contains 4713 members 
Mstep: Class 56 contains 17268 members 
Mstep: Class 57 contains 251 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 285 members 
Mstep: Class 60 contains 4780 members 
Mstep: Class 61 contains 1767 members 
Mstep: Class 62 contains 1054 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 7994 members 
Mstep: Class 65 contains 501 members 
Mstep: Class 66 contains 667 members 
Mstep: Class 67 contains 2672 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 708 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 4487 members 
Mstep: Class 75 contains 901 members 
Mstep: Class 76 contains 508 members 
Mstep: Class 77 contains 613 members 
Mstep: Class 78 contains 217 members 
Entering Unmasked Estep 
Score: -147541424.000000 Penalty: 270583.718750
Splitting cluster 57 changes total score from -147542752.000000 to -147541424.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 58 (405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Entering Unmasked Estep 
Score: -56144.371094 Penalty: 1488.963989
	Iteration 0F: 2 clusters Score -56144.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -54804.722656 Penalty: 2977.927979
	Iteration 0F: 3 clusters Score -54804.72 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -55239.750000 Penalty: 2977.927979
	Iteration 1F: 3 clusters Score -55239.75 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -55570.304688 Penalty: 2977.927979
	Iteration 2F: 3 clusters Score -55570.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -55746.605469 Penalty: 2977.927979
	Iteration 3F: 3 clusters Score -55746.61 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -55885.925781 Penalty: 2977.927979
	Iteration 4Q: 3 clusters Score -55885.93 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -55936.882812 Penalty: 2977.927979
	Iteration 5Q: 3 clusters Score -55936.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -55947.523438 Penalty: 2977.927979
	Iteration 6Q: 3 clusters Score -55947.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -55959.488281 Penalty: 2977.927979
	Iteration 7Q: 3 clusters Score -55959.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -55964.445312 Penalty: 2977.927979
	Iteration 8Q: 3 clusters Score -55964.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -55964.445312 Penalty: 2977.927979
	Iteration 9F: 3 clusters Score -55964.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Entering Unmasked Estep 
Score: -38239.878906 Penalty: 1401.817261
	Iteration 0F: 2 clusters Score -38239.88 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 137 members 
Entering Unmasked Estep 
Score: -37076.351562 Penalty: 2803.634521
	Iteration 0F: 3 clusters Score -37076.35 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -37448.882812 Penalty: 2803.634521
	Iteration 1F: 3 clusters Score -37448.88 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -37627.964844 Penalty: 2803.634521
	Iteration 2F: 3 clusters Score -37627.96 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -37697.062500 Penalty: 2803.634521
	Iteration 3Q: 3 clusters Score -37697.06 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -37750.062500 Penalty: 2803.634521
	Iteration 4Q: 3 clusters Score -37750.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -37805.570312 Penalty: 2803.634521
	Iteration 5Q: 3 clusters Score -37805.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -37809.753906 Penalty: 2803.634521
	Iteration 6Q: 3 clusters Score -37809.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -37809.753906 Penalty: 2803.634521
	Iteration 7F: 3 clusters Score -37809.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (4780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Entering Unmasked Estep 
Score: -605461.875000 Penalty: 2101.104492
	Iteration 0F: 2 clusters Score -605461.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -601033.125000 Penalty: 4202.208984
	Iteration 0F: 3 clusters Score -601033.1 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -602107.750000 Penalty: 4202.208984
	Iteration 1F: 3 clusters Score -602107.8 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -602344.562500 Penalty: 4202.208984
	Iteration 2F: 3 clusters Score -602344.6 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -602518.062500 Penalty: 4202.208984
	Iteration 3F: 3 clusters Score -602518.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -602635.000000 Penalty: 4202.208984
	Iteration 4Q: 3 clusters Score -602635 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -602729.375000 Penalty: 4202.208984
	Iteration 5Q: 3 clusters Score -602729.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -602797.812500 Penalty: 4202.208984
	Iteration 6Q: 3 clusters Score -602797.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -602855.937500 Penalty: 4202.208984
	Iteration 7Q: 3 clusters Score -602855.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -602899.062500 Penalty: 4202.208984
	Iteration 8Q: 3 clusters Score -602899.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -602939.812500 Penalty: 4202.208984
	Iteration 9Q: 3 clusters Score -602939.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -602990.250000 Penalty: 4202.208984
	Iteration 10Q: 3 clusters Score -602990.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -603042.750000 Penalty: 4202.208984
	Iteration 11Q: 3 clusters Score -603042.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -603090.812500 Penalty: 4202.208984
	Iteration 12Q: 3 clusters Score -603090.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -603131.187500 Penalty: 4202.208984
	Iteration 13Q: 3 clusters Score -603131.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -603170.937500 Penalty: 4202.208984
	Iteration 14Q: 3 clusters Score -603170.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -603215.625000 Penalty: 4202.208984
	Iteration 15Q: 3 clusters Score -603215.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -603269.562500 Penalty: 4202.208984
	Iteration 16Q: 3 clusters Score -603269.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -603335.937500 Penalty: 4202.208984
	Iteration 17Q: 3 clusters Score -603335.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -603394.312500 Penalty: 4202.208984
	Iteration 18Q: 3 clusters Score -603394.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -603455.187500 Penalty: 4202.208984
	Iteration 19Q: 3 clusters Score -603455.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -603507.937500 Penalty: 4202.208984
	Iteration 20F: 3 clusters Score -603507.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -603558.062500 Penalty: 4202.208984
	Iteration 21Q: 3 clusters Score -603558.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -603597.625000 Penalty: 4202.208984
	Iteration 22Q: 3 clusters Score -603597.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -603632.250000 Penalty: 4202.208984
	Iteration 23Q: 3 clusters Score -603632.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -603666.062500 Penalty: 4202.208984
	Iteration 24Q: 3 clusters Score -603666.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -603698.812500 Penalty: 4202.208984
	Iteration 25Q: 3 clusters Score -603698.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -603738.937500 Penalty: 4202.208984
	Iteration 26Q: 3 clusters Score -603738.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -603764.625000 Penalty: 4202.208984
	Iteration 27Q: 3 clusters Score -603764.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -603790.562500 Penalty: 4202.208984
	Iteration 28Q: 3 clusters Score -603790.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -603814.937500 Penalty: 4202.208984
	Iteration 29Q: 3 clusters Score -603814.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -603835.312500 Penalty: 4202.208984
	Iteration 30Q: 3 clusters Score -603835.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -603850.312500 Penalty: 4202.208984
	Iteration 31Q: 3 clusters Score -603850.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -603864.312500 Penalty: 4202.208984
	Iteration 32Q: 3 clusters Score -603864.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -603871.437500 Penalty: 4202.208984
	Iteration 33Q: 3 clusters Score -603871.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -603878.500000 Penalty: 4202.208984
	Iteration 34Q: 3 clusters Score -603878.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -603884.562500 Penalty: 4202.208984
	Iteration 35Q: 3 clusters Score -603884.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -603891.875000 Penalty: 4202.208984
	Iteration 36Q: 3 clusters Score -603891.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -603899.062500 Penalty: 4202.208984
	Iteration 37Q: 3 clusters Score -603899.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -603904.187500 Penalty: 4202.208984
	Iteration 38Q: 3 clusters Score -603904.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -603907.250000 Penalty: 4202.208984
	Iteration 39Q: 3 clusters Score -603907.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -603909.750000 Penalty: 4202.208984
	Iteration 40F: 3 clusters Score -603909.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -603912.562500 Penalty: 4202.208984
	Iteration 41Q: 3 clusters Score -603912.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -603917.687500 Penalty: 4202.208984
	Iteration 42Q: 3 clusters Score -603917.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -603927.125000 Penalty: 4202.208984
	Iteration 43Q: 3 clusters Score -603927.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -603932.875000 Penalty: 4202.208984
	Iteration 44Q: 3 clusters Score -603932.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -603936.750000 Penalty: 4202.208984
	Iteration 45Q: 3 clusters Score -603936.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -603939.812500 Penalty: 4202.208984
	Iteration 46Q: 3 clusters Score -603939.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -603940.687500 Penalty: 4202.208984
	Iteration 47Q: 3 clusters Score -603940.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -603946.312500 Penalty: 4202.208984
	Iteration 48Q: 3 clusters Score -603946.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -603949.125000 Penalty: 4202.208984
	Iteration 49Q: 3 clusters Score -603949.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -603950.125000 Penalty: 4202.208984
	Iteration 50Q: 3 clusters Score -603950.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -603954.312500 Penalty: 4202.208984
	Iteration 51Q: 3 clusters Score -603954.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -603954.187500 Penalty: 4202.208984
	Iteration 52Q: 3 clusters Score -603954.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -603955.687500 Penalty: 4202.208984
	Iteration 53Q: 3 clusters Score -603955.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -603957.312500 Penalty: 4202.208984
	Iteration 54Q: 3 clusters Score -603957.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -603959.187500 Penalty: 4202.208984
	Iteration 55Q: 3 clusters Score -603959.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -603960.375000 Penalty: 4202.208984
	Iteration 56Q: 3 clusters Score -603960.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -603962.875000 Penalty: 4202.208984
	Iteration 57Q: 3 clusters Score -603962.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -603963.625000 Penalty: 4202.208984
	Iteration 58Q: 3 clusters Score -603963.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -603964.812500 Penalty: 4202.208984
	Iteration 59Q: 3 clusters Score -603964.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -603965.312500 Penalty: 4202.208984
	Iteration 60F: 3 clusters Score -603965.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -603965.500000 Penalty: 4202.208984
	Iteration 61Q: 3 clusters Score -603965.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -603968.562500 Penalty: 4202.208984
	Iteration 62Q: 3 clusters Score -603968.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -603969.062500 Penalty: 4202.208984
	Iteration 63Q: 3 clusters Score -603969.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -603971.687500 Penalty: 4202.208984
	Iteration 64Q: 3 clusters Score -603971.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -603972.437500 Penalty: 4202.208984
	Iteration 65Q: 3 clusters Score -603972.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -603972.437500 Penalty: 4202.208984
	Iteration 66Q: 3 clusters Score -603972.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -603974.312500 Penalty: 4202.208984
	Iteration 67Q: 3 clusters Score -603974.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -603974.562500 Penalty: 4202.208984
	Iteration 68Q: 3 clusters Score -603974.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -603975.062500 Penalty: 4202.208984
	Iteration 69Q: 3 clusters Score -603975.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -603974.437500 Penalty: 4202.208984
	Iteration 70Q: 3 clusters Score -603974.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -603976.625000 Penalty: 4202.208984
	Iteration 71Q: 3 clusters Score -603976.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -603976.000000 Penalty: 4202.208984
	Iteration 72Q: 3 clusters Score -603976 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -603976.187500 Penalty: 4202.208984
	Iteration 73Q: 3 clusters Score -603976.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -603978.875000 Penalty: 4202.208984
	Iteration 74Q: 3 clusters Score -603978.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -603979.500000 Penalty: 4202.208984
	Iteration 75Q: 3 clusters Score -603979.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -603981.375000 Penalty: 4202.208984
	Iteration 76Q: 3 clusters Score -603981.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -603983.312500 Penalty: 4202.208984
	Iteration 77Q: 3 clusters Score -603983.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -603983.687500 Penalty: 4202.208984
	Iteration 78Q: 3 clusters Score -603983.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -603984.375000 Penalty: 4202.208984
	Iteration 79Q: 3 clusters Score -603984.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -603984.562500 Penalty: 4202.208984
	Iteration 80F: 3 clusters Score -603984.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (1767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Entering Unmasked Estep 
Score: -222366.125000 Penalty: 1854.305542
	Iteration 0F: 2 clusters Score -222366.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -219887.515625 Penalty: 3708.611084
	Iteration 0F: 3 clusters Score -219887.5 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -220315.609375 Penalty: 3708.611084
	Iteration 1F: 3 clusters Score -220315.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -220408.406250 Penalty: 3708.611084
	Iteration 2F: 3 clusters Score -220408.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -220456.609375 Penalty: 3708.611084
	Iteration 3Q: 3 clusters Score -220456.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -220483.281250 Penalty: 3708.611084
	Iteration 4Q: 3 clusters Score -220483.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -220509.687500 Penalty: 3708.611084
	Iteration 5Q: 3 clusters Score -220509.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -220526.328125 Penalty: 3708.611084
	Iteration 6Q: 3 clusters Score -220526.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -220541.640625 Penalty: 3708.611084
	Iteration 7Q: 3 clusters Score -220541.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -220550.984375 Penalty: 3708.611084
	Iteration 8Q: 3 clusters Score -220551 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -220557.406250 Penalty: 3708.611084
	Iteration 9Q: 3 clusters Score -220557.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -220561.031250 Penalty: 3708.611084
	Iteration 10Q: 3 clusters Score -220561 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -220562.984375 Penalty: 3708.611084
	Iteration 11Q: 3 clusters Score -220563 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -220568.671875 Penalty: 3708.611084
	Iteration 12Q: 3 clusters Score -220568.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -220573.140625 Penalty: 3708.611084
	Iteration 13Q: 3 clusters Score -220573.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -220576.421875 Penalty: 3708.611084
	Iteration 14Q: 3 clusters Score -220576.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -220578.687500 Penalty: 3708.611084
	Iteration 15Q: 3 clusters Score -220578.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -220582.078125 Penalty: 3708.611084
	Iteration 16Q: 3 clusters Score -220582.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -220586.953125 Penalty: 3708.611084
	Iteration 17Q: 3 clusters Score -220587 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -220587.328125 Penalty: 3708.611084
	Iteration 18Q: 3 clusters Score -220587.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -220587.328125 Penalty: 3708.611084
	Iteration 19F: 3 clusters Score -220587.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (1054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Entering Unmasked Estep 
Score: -152478.578125 Penalty: 1726.166260
	Iteration 0F: 2 clusters Score -152478.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -150624.062500 Penalty: 3452.332520
	Iteration 0F: 3 clusters Score -150624.1 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -151379.890625 Penalty: 3452.332520
	Iteration 1F: 3 clusters Score -151379.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -151671.406250 Penalty: 3452.332520
	Iteration 2F: 3 clusters Score -151671.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -151798.390625 Penalty: 3452.332520
	Iteration 3F: 3 clusters Score -151798.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -151887.843750 Penalty: 3452.332520
	Iteration 4Q: 3 clusters Score -151887.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -151984.875000 Penalty: 3452.332520
	Iteration 5Q: 3 clusters Score -151984.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -152073.562500 Penalty: 3452.332520
	Iteration 6Q: 3 clusters Score -152073.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -152154.546875 Penalty: 3452.332520
	Iteration 7Q: 3 clusters Score -152154.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -152260.359375 Penalty: 3452.332520
	Iteration 8Q: 3 clusters Score -152260.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -152321.265625 Penalty: 3452.332520
	Iteration 9Q: 3 clusters Score -152321.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -152372.187500 Penalty: 3452.332520
	Iteration 10Q: 3 clusters Score -152372.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -152392.171875 Penalty: 3452.332520
	Iteration 11Q: 3 clusters Score -152392.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -152400.375000 Penalty: 3452.332520
	Iteration 12Q: 3 clusters Score -152400.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -152404.203125 Penalty: 3452.332520
	Iteration 13Q: 3 clusters Score -152404.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -152410.062500 Penalty: 3452.332520
	Iteration 14Q: 3 clusters Score -152410.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -152413.453125 Penalty: 3452.332520
	Iteration 15Q: 3 clusters Score -152413.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -152413.593750 Penalty: 3452.332520
	Iteration 16Q: 3 clusters Score -152413.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -152414.406250 Penalty: 3452.332520
	Iteration 17Q: 3 clusters Score -152414.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -152414.406250 Penalty: 3452.332520
	Iteration 18F: 3 clusters Score -152414.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Entering Unmasked Estep 
Score: -50886.558594 Penalty: 1452.057861
	Iteration 0F: 2 clusters Score -50886.56 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 166 members 
Entering Unmasked Estep 
Score: -49555.273438 Penalty: 2904.115723
	Iteration 0F: 3 clusters Score -49555.27 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -49914.367188 Penalty: 2904.115723
	Iteration 1F: 3 clusters Score -49914.37 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -50077.851562 Penalty: 2904.115723
	Iteration 2F: 3 clusters Score -50077.85 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -50225.156250 Penalty: 2904.115723
	Iteration 3F: 3 clusters Score -50225.16 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -50348.984375 Penalty: 2904.115723
	Iteration 4Q: 3 clusters Score -50348.98 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -50439.183594 Penalty: 2904.115723
	Iteration 5Q: 3 clusters Score -50439.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -50466.191406 Penalty: 2904.115723
	Iteration 6Q: 3 clusters Score -50466.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -50490.675781 Penalty: 2904.115723
	Iteration 7Q: 3 clusters Score -50490.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -50507.617188 Penalty: 2904.115723
	Iteration 8Q: 3 clusters Score -50507.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -50518.878906 Penalty: 2904.115723
	Iteration 9Q: 3 clusters Score -50518.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -50521.875000 Penalty: 2904.115723
	Iteration 10Q: 3 clusters Score -50521.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -50521.875000 Penalty: 2904.115723
	Iteration 11F: 3 clusters Score -50521.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (7994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Entering Unmasked Estep 
Score: -1008613.750000 Penalty: 2228.638672
	Iteration 0F: 2 clusters Score -1008614 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 4017 members 
Entering Unmasked Estep 
Score: -1002158.250000 Penalty: 4457.277344
	Iteration 0F: 3 clusters Score -1002158 nChanged 3267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -1003943.312500 Penalty: 4457.277344
	Iteration 1F: 3 clusters Score -1003943 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -1004240.125000 Penalty: 4457.277344
	Iteration 2F: 3 clusters Score -1004240 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -1004457.562500 Penalty: 4457.277344
	Iteration 3F: 3 clusters Score -1004458 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -1004661.437500 Penalty: 4457.277344
	Iteration 4Q: 3 clusters Score -1004661 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -1004816.312500 Penalty: 4457.277344
	Iteration 5Q: 3 clusters Score -1004816 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -1004943.937500 Penalty: 4457.277344
	Iteration 6Q: 3 clusters Score -1004944 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -1005060.625000 Penalty: 4457.277344
	Iteration 7Q: 3 clusters Score -1005061 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -1005181.625000 Penalty: 4457.277344
	Iteration 8Q: 3 clusters Score -1005182 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -1005305.562500 Penalty: 4457.277344
	Iteration 9Q: 3 clusters Score -1005306 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -1005419.375000 Penalty: 4457.277344
	Iteration 10Q: 3 clusters Score -1005419 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -1005534.875000 Penalty: 4457.277344
	Iteration 11Q: 3 clusters Score -1005535 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -1005634.875000 Penalty: 4457.277344
	Iteration 12Q: 3 clusters Score -1005635 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -1005733.875000 Penalty: 4457.277344
	Iteration 13Q: 3 clusters Score -1005734 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -1005833.625000 Penalty: 4457.277344
	Iteration 14Q: 3 clusters Score -1005834 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -1005923.750000 Penalty: 4457.277344
	Iteration 15Q: 3 clusters Score -1005924 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -1006018.187500 Penalty: 4457.277344
	Iteration 16Q: 3 clusters Score -1006018 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -1006106.187500 Penalty: 4457.277344
	Iteration 17Q: 3 clusters Score -1006106 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -1006175.875000 Penalty: 4457.277344
	Iteration 18Q: 3 clusters Score -1006176 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -1006239.875000 Penalty: 4457.277344
	Iteration 19Q: 3 clusters Score -1006240 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -1006311.937500 Penalty: 4457.277344
	Iteration 20F: 3 clusters Score -1006312 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1006370.062500 Penalty: 4457.277344
	Iteration 21Q: 3 clusters Score -1006370 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -1006435.562500 Penalty: 4457.277344
	Iteration 22Q: 3 clusters Score -1006436 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -1006492.187500 Penalty: 4457.277344
	Iteration 23Q: 3 clusters Score -1006492 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -1006537.812500 Penalty: 4457.277344
	Iteration 24Q: 3 clusters Score -1006538 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1006586.687500 Penalty: 4457.277344
	Iteration 25Q: 3 clusters Score -1006587 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -1006619.187500 Penalty: 4457.277344
	Iteration 26Q: 3 clusters Score -1006619 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -1006648.250000 Penalty: 4457.277344
	Iteration 27Q: 3 clusters Score -1006648 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -1006664.125000 Penalty: 4457.277344
	Iteration 28Q: 3 clusters Score -1006664 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -1006682.187500 Penalty: 4457.277344
	Iteration 29Q: 3 clusters Score -1006682 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1006692.375000 Penalty: 4457.277344
	Iteration 30Q: 3 clusters Score -1006692 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1006701.500000 Penalty: 4457.277344
	Iteration 31Q: 3 clusters Score -1006702 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -1006709.875000 Penalty: 4457.277344
	Iteration 32Q: 3 clusters Score -1006710 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -1006716.000000 Penalty: 4457.277344
	Iteration 33Q: 3 clusters Score -1006716 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1006718.500000 Penalty: 4457.277344
	Iteration 34Q: 3 clusters Score -1006718 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -1006725.062500 Penalty: 4457.277344
	Iteration 35Q: 3 clusters Score -1006725 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -1006727.437500 Penalty: 4457.277344
	Iteration 36Q: 3 clusters Score -1006727 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -1006729.625000 Penalty: 4457.277344
	Iteration 37Q: 3 clusters Score -1006730 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -1006730.625000 Penalty: 4457.277344
	Iteration 38Q: 3 clusters Score -1006731 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1006732.812500 Penalty: 4457.277344
	Iteration 39Q: 3 clusters Score -1006733 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -1006733.562500 Penalty: 4457.277344
	Iteration 40F: 3 clusters Score -1006734 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1006738.687500 Penalty: 4457.277344
	Iteration 41Q: 3 clusters Score -1006739 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -1006740.875000 Penalty: 4457.277344
	Iteration 42Q: 3 clusters Score -1006741 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -1006740.875000 Penalty: 4457.277344
	Iteration 43F: 3 clusters Score -1006741 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Entering Unmasked Estep 
Score: -73816.789062 Penalty: 1541.718262
	Iteration 0F: 2 clusters Score -73816.79 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 225 members 
Entering Unmasked Estep 
Score: -72365.945312 Penalty: 3083.436523
	Iteration 0F: 3 clusters Score -72365.95 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -72741.257812 Penalty: 3083.436523
	Iteration 1F: 3 clusters Score -72741.26 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -73031.921875 Penalty: 3083.436523
	Iteration 2F: 3 clusters Score -73031.92 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -73523.437500 Penalty: 3083.436523
	Iteration 3F: 3 clusters Score -73523.44 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -73845.835938 Penalty: 3083.436523
	Iteration 4F: 3 clusters Score -73845.84 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -73939.617188 Penalty: 3083.436523
	Iteration 5Q: 3 clusters Score -73939.62 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -74017.187500 Penalty: 3083.436523
	Iteration 6Q: 3 clusters Score -74017.19 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -74109.375000 Penalty: 3083.436523
	Iteration 7Q: 3 clusters Score -74109.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -74164.601562 Penalty: 3083.436523
	Iteration 8Q: 3 clusters Score -74164.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -74172.414062 Penalty: 3083.436523
	Iteration 9Q: 3 clusters Score -74172.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -74172.414062 Penalty: 3083.436523
	Iteration 10F: 3 clusters Score -74172.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22769 members 
Mstep: Class 2 contains 3563 members 
Mstep: Class 3 contains 1102 members 
Mstep: Class 4 contains 223963 members 
Mstep: Class 5 contains 4132 members 
Mstep: Class 6 contains 2379 members 
Mstep: Class 7 contains 9391 members 
Mstep: Class 8 contains 14059 members 
Mstep: Class 9 contains 7488 members 
Mstep: Class 10 contains 27218 members 
Mstep: Class 11 contains 11582 members 
Mstep: Class 12 contains 969 members 
Mstep: Class 13 contains 3334 members 
Mstep: Class 14 contains 36129 members 
Mstep: Class 15 contains 181565 members 
Mstep: Class 16 contains 23118 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 10030 members 
Mstep: Class 19 contains 164656 members 
Mstep: Class 20 contains 55288 members 
Mstep: Class 21 contains 2332 members 
Mstep: Class 22 contains 692 members 
Mstep: Class 23 contains 4372 members 
Mstep: Class 24 contains 3188 members 
Mstep: Class 25 contains 38763 members 
Mstep: Class 26 contains 60578 members 
Mstep: Class 27 contains 28740 members 
Mstep: Class 28 contains 474 members 
Mstep: Class 29 contains 45247 members 
Mstep: Class 30 contains 11088 members 
Mstep: Class 31 contains 6503 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8484 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 3407 members 
Mstep: Class 36 contains 8309 members 
Mstep: Class 37 contains 3953 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1840 members 
Mstep: Class 40 contains 19227 members 
Mstep: Class 41 contains 425 members 
Mstep: Class 42 contains 3013 members 
Mstep: Class 43 contains 4390 members 
Mstep: Class 44 contains 1453 members 
Mstep: Class 45 contains 21928 members 
Mstep: Class 46 contains 13111 members 
Mstep: Class 47 contains 305 members 
Mstep: Class 48 contains 8295 members 
Mstep: Class 49 contains 26891 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 519 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 3099 members 
Mstep: Class 54 contains 363 members 
Mstep: Class 55 contains 4713 members 
Mstep: Class 56 contains 17268 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 285 members 
Mstep: Class 60 contains 4780 members 
Mstep: Class 61 contains 1767 members 
Mstep: Class 62 contains 1054 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 7994 members 
Mstep: Class 65 contains 183 members 
Mstep: Class 66 contains 667 members 
Mstep: Class 67 contains 2672 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 708 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 4487 members 
Mstep: Class 75 contains 901 members 
Mstep: Class 76 contains 508 members 
Mstep: Class 77 contains 613 members 
Mstep: Class 78 contains 318 members 
Entering Unmasked Estep 
Score: -147541392.000000 Penalty: 270583.718750
Splitting cluster 65 changes total score from -147542752.000000 to -147541392.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 66 (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: -97291.429688 Penalty: 1612.691895
	Iteration 0F: 2 clusters Score -97291.43 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 342 members 
Entering Unmasked Estep 
Score: -95665.593750 Penalty: 3225.383789
	Iteration 0F: 3 clusters Score -95665.59 nChanged 154
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: -96319.273438 Penalty: 3225.383789
	Iteration 1F: 3 clusters Score -96319.27 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -96956.382812 Penalty: 3225.383789
	Iteration 2F: 3 clusters Score -96956.38 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -97391.937500 Penalty: 3225.383789
	Iteration 3F: 3 clusters Score -97391.94 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -97572.312500 Penalty: 3225.383789
	Iteration 4Q: 3 clusters Score -97572.31 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -97707.937500 Penalty: 3225.383789
	Iteration 5Q: 3 clusters Score -97707.94 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -97865.421875 Penalty: 3225.383789
	Iteration 6Q: 3 clusters Score -97865.42 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -98044.023438 Penalty: 3225.383789
	Iteration 7Q: 3 clusters Score -98044.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -98083.929688 Penalty: 3225.383789
	Iteration 8Q: 3 clusters Score -98083.93 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -98136.632812 Penalty: 3225.383789
	Iteration 9Q: 3 clusters Score -98136.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -98142.203125 Penalty: 3225.383789
	Iteration 10Q: 3 clusters Score -98142.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -98145.507812 Penalty: 3225.383789
	Iteration 11Q: 3 clusters Score -98145.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -98155.007812 Penalty: 3225.383789
	Iteration 12Q: 3 clusters Score -98155.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -98159.820312 Penalty: 3225.383789
	Iteration 13Q: 3 clusters Score -98159.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -98189.437500 Penalty: 3225.383789
	Iteration 14Q: 3 clusters Score -98189.44 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -98332.734375 Penalty: 3225.383789
	Iteration 15Q: 3 clusters Score -98332.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -98395.335938 Penalty: 3225.383789
	Iteration 16Q: 3 clusters Score -98395.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -98395.875000 Penalty: 3225.383789
	Iteration 17Q: 3 clusters Score -98395.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -98395.875000 Penalty: 3225.383789
	Iteration 18F: 3 clusters Score -98395.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22769 members 
Mstep: Class 2 contains 3563 members 
Mstep: Class 3 contains 1102 members 
Mstep: Class 4 contains 223963 members 
Mstep: Class 5 contains 4132 members 
Mstep: Class 6 contains 2379 members 
Mstep: Class 7 contains 9391 members 
Mstep: Class 8 contains 14059 members 
Mstep: Class 9 contains 7488 members 
Mstep: Class 10 contains 27218 members 
Mstep: Class 11 contains 11582 members 
Mstep: Class 12 contains 969 members 
Mstep: Class 13 contains 3334 members 
Mstep: Class 14 contains 36129 members 
Mstep: Class 15 contains 181565 members 
Mstep: Class 16 contains 23118 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 10030 members 
Mstep: Class 19 contains 164656 members 
Mstep: Class 20 contains 55288 members 
Mstep: Class 21 contains 2332 members 
Mstep: Class 22 contains 692 members 
Mstep: Class 23 contains 4372 members 
Mstep: Class 24 contains 3188 members 
Mstep: Class 25 contains 38763 members 
Mstep: Class 26 contains 60578 members 
Mstep: Class 27 contains 28740 members 
Mstep: Class 28 contains 474 members 
Mstep: Class 29 contains 45247 members 
Mstep: Class 30 contains 11088 members 
Mstep: Class 31 contains 6503 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8484 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 3407 members 
Mstep: Class 36 contains 8309 members 
Mstep: Class 37 contains 3953 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1840 members 
Mstep: Class 40 contains 19227 members 
Mstep: Class 41 contains 425 members 
Mstep: Class 42 contains 3013 members 
Mstep: Class 43 contains 4390 members 
Mstep: Class 44 contains 1453 members 
Mstep: Class 45 contains 21928 members 
Mstep: Class 46 contains 13111 members 
Mstep: Class 47 contains 305 members 
Mstep: Class 48 contains 8295 members 
Mstep: Class 49 contains 26891 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 519 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 3099 members 
Mstep: Class 54 contains 363 members 
Mstep: Class 55 contains 4713 members 
Mstep: Class 56 contains 17268 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 285 members 
Mstep: Class 60 contains 4780 members 
Mstep: Class 61 contains 1767 members 
Mstep: Class 62 contains 1054 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 7994 members 
Mstep: Class 65 contains 501 members 
Mstep: Class 66 contains 409 members 
Mstep: Class 67 contains 2672 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 708 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 4487 members 
Mstep: Class 75 contains 901 members 
Mstep: Class 76 contains 508 members 
Mstep: Class 77 contains 613 members 
Mstep: Class 78 contains 258 members 
Entering Unmasked Estep 
Score: -147541968.000000 Penalty: 270583.718750
Splitting cluster 66 changes total score from -147542752.000000 to -147541968.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 67 (2672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Entering Unmasked Estep 
Score: -368375.625000 Penalty: 1956.864502
	Iteration 0F: 2 clusters Score -368375.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -365530.375000 Penalty: 3913.729004
	Iteration 0F: 3 clusters Score -365530.4 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -367402.187500 Penalty: 3913.729004
	Iteration 1F: 3 clusters Score -367402.2 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -368000.437500 Penalty: 3913.729004
	Iteration 2F: 3 clusters Score -368000.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -368246.531250 Penalty: 3913.729004
	Iteration 3F: 3 clusters Score -368246.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -368390.062500 Penalty: 3913.729004
	Iteration 4Q: 3 clusters Score -368390.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -368480.218750 Penalty: 3913.729004
	Iteration 5Q: 3 clusters Score -368480.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -368526.593750 Penalty: 3913.729004
	Iteration 6Q: 3 clusters Score -368526.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -368546.343750 Penalty: 3913.729004
	Iteration 7Q: 3 clusters Score -368546.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -368566.406250 Penalty: 3913.729004
	Iteration 8Q: 3 clusters Score -368566.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -368592.312500 Penalty: 3913.729004
	Iteration 9Q: 3 clusters Score -368592.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -368617.468750 Penalty: 3913.729004
	Iteration 10Q: 3 clusters Score -368617.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -368636.843750 Penalty: 3913.729004
	Iteration 11Q: 3 clusters Score -368636.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -368646.875000 Penalty: 3913.729004
	Iteration 12Q: 3 clusters Score -368646.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -368657.375000 Penalty: 3913.729004
	Iteration 13Q: 3 clusters Score -368657.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -368664.281250 Penalty: 3913.729004
	Iteration 14Q: 3 clusters Score -368664.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -368665.937500 Penalty: 3913.729004
	Iteration 15Q: 3 clusters Score -368665.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -368669.937500 Penalty: 3913.729004
	Iteration 16Q: 3 clusters Score -368669.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -368676.093750 Penalty: 3913.729004
	Iteration 17Q: 3 clusters Score -368676.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -368688.093750 Penalty: 3913.729004
	Iteration 18Q: 3 clusters Score -368688.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -368703.062500 Penalty: 3913.729004
	Iteration 19Q: 3 clusters Score -368703.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -368709.312500 Penalty: 3913.729004
	Iteration 20F: 3 clusters Score -368709.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -368710.500000 Penalty: 3913.729004
	Iteration 21Q: 3 clusters Score -368710.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -368712.937500 Penalty: 3913.729004
	Iteration 22Q: 3 clusters Score -368712.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -368714.468750 Penalty: 3913.729004
	Iteration 23Q: 3 clusters Score -368714.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -368714.468750 Penalty: 3913.729004
	Iteration 24F: 3 clusters Score -368714.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22769 members 
Mstep: Class 2 contains 3563 members 
Mstep: Class 3 contains 1102 members 
Mstep: Class 4 contains 223963 members 
Mstep: Class 5 contains 4132 members 
Mstep: Class 6 contains 2379 members 
Mstep: Class 7 contains 9391 members 
Mstep: Class 8 contains 14059 members 
Mstep: Class 9 contains 7488 members 
Mstep: Class 10 contains 27218 members 
Mstep: Class 11 contains 11582 members 
Mstep: Class 12 contains 969 members 
Mstep: Class 13 contains 3334 members 
Mstep: Class 14 contains 36129 members 
Mstep: Class 15 contains 181565 members 
Mstep: Class 16 contains 23118 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 10030 members 
Mstep: Class 19 contains 164656 members 
Mstep: Class 20 contains 55288 members 
Mstep: Class 21 contains 2332 members 
Mstep: Class 22 contains 692 members 
Mstep: Class 23 contains 4372 members 
Mstep: Class 24 contains 3188 members 
Mstep: Class 25 contains 38763 members 
Mstep: Class 26 contains 60578 members 
Mstep: Class 27 contains 28740 members 
Mstep: Class 28 contains 474 members 
Mstep: Class 29 contains 45247 members 
Mstep: Class 30 contains 11088 members 
Mstep: Class 31 contains 6503 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8484 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 3407 members 
Mstep: Class 36 contains 8309 members 
Mstep: Class 37 contains 3953 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1840 members 
Mstep: Class 40 contains 19227 members 
Mstep: Class 41 contains 425 members 
Mstep: Class 42 contains 3013 members 
Mstep: Class 43 contains 4390 members 
Mstep: Class 44 contains 1453 members 
Mstep: Class 45 contains 21928 members 
Mstep: Class 46 contains 13111 members 
Mstep: Class 47 contains 305 members 
Mstep: Class 48 contains 8295 members 
Mstep: Class 49 contains 26891 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 519 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 3099 members 
Mstep: Class 54 contains 363 members 
Mstep: Class 55 contains 4713 members 
Mstep: Class 56 contains 17268 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 285 members 
Mstep: Class 60 contains 4780 members 
Mstep: Class 61 contains 1767 members 
Mstep: Class 62 contains 1054 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 7994 members 
Mstep: Class 65 contains 501 members 
Mstep: Class 66 contains 667 members 
Mstep: Class 67 contains 1189 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 708 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 4487 members 
Mstep: Class 75 contains 901 members 
Mstep: Class 76 contains 508 members 
Mstep: Class 77 contains 613 members 
Mstep: Class 78 contains 1483 members 
Entering Unmasked Estep 
Score: -147541616.000000 Penalty: 270583.718750
Splitting cluster 67 changes total score from -147542752.000000 to -147541616.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 68 (285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Entering Unmasked Estep 
Score: -36563.843750 Penalty: 1401.817261
	Iteration 0F: 2 clusters Score -36563.84 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 144 members 
Entering Unmasked Estep 
Score: -35346.777344 Penalty: 2803.634521
	Iteration 0F: 3 clusters Score -35346.78 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -35618.570312 Penalty: 2803.634521
	Iteration 1F: 3 clusters Score -35618.57 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -35722.765625 Penalty: 2803.634521
	Iteration 2F: 3 clusters Score -35722.77 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -35903.269531 Penalty: 2803.634521
	Iteration 3F: 3 clusters Score -35903.27 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -36077.925781 Penalty: 2803.634521
	Iteration 4Q: 3 clusters Score -36077.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -36103.300781 Penalty: 2803.634521
	Iteration 5Q: 3 clusters Score -36103.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -36141.187500 Penalty: 2803.634521
	Iteration 6Q: 3 clusters Score -36141.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -36141.187500 Penalty: 2803.634521
	Iteration 7F: 3 clusters Score -36141.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Entering Unmasked Estep 
Score: -106210.203125 Penalty: 1627.486206
	Iteration 0F: 2 clusters Score -106210.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -104607.992188 Penalty: 3254.972412
	Iteration 0F: 3 clusters Score -104608 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -105332.085938 Penalty: 3254.972412
	Iteration 1F: 3 clusters Score -105332.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -105731.062500 Penalty: 3254.972412
	Iteration 2F: 3 clusters Score -105731.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -105920.101562 Penalty: 3254.972412
	Iteration 3F: 3 clusters Score -105920.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -106058.765625 Penalty: 3254.972412
	Iteration 4Q: 3 clusters Score -106058.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -106116.781250 Penalty: 3254.972412
	Iteration 5Q: 3 clusters Score -106116.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -106128.375000 Penalty: 3254.972412
	Iteration 6Q: 3 clusters Score -106128.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -106136.281250 Penalty: 3254.972412
	Iteration 7Q: 3 clusters Score -106136.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -106143.046875 Penalty: 3254.972412
	Iteration 8Q: 3 clusters Score -106143 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -106145.304688 Penalty: 3254.972412
	Iteration 9Q: 3 clusters Score -106145.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -106145.304688 Penalty: 3254.972412
	Iteration 10F: 3 clusters Score -106145.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Entering Unmasked Estep 
Score: -22095.238281 Penalty: 1252.364380
	Iteration 0F: 2 clusters Score -22095.24 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -21071.994141 Penalty: 2504.728760
	Iteration 0F: 3 clusters Score -21071.99 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -21165.550781 Penalty: 2504.728760
	Iteration 1F: 3 clusters Score -21165.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -21168.212891 Penalty: 2504.728760
	Iteration 2Q: 3 clusters Score -21168.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -21168.212891 Penalty: 2504.728760
	Iteration 3F: 3 clusters Score -21168.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Entering Unmasked Estep 
Score: -49624.320312 Penalty: 1447.033081
	Iteration 0F: 2 clusters Score -49624.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -48316.558594 Penalty: 2894.066162
	Iteration 0F: 3 clusters Score -48316.56 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -48679.792969 Penalty: 2894.066162
	Iteration 1F: 3 clusters Score -48679.79 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -49201.179688 Penalty: 2894.066162
	Iteration 2F: 3 clusters Score -49201.18 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -49549.742188 Penalty: 2894.066162
	Iteration 3F: 3 clusters Score -49549.74 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -49769.417969 Penalty: 2894.066162
	Iteration 4Q: 3 clusters Score -49769.42 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -50104.519531 Penalty: 2894.066162
	Iteration 5Q: 3 clusters Score -50104.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -50566.324219 Penalty: 2894.066162
	Iteration 6Q: 3 clusters Score -50566.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -50592.218750 Penalty: 2894.066162
	Iteration 7Q: 3 clusters Score -50592.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -50634.332031 Penalty: 2894.066162
	Iteration 8Q: 3 clusters Score -50634.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -50649.082031 Penalty: 2894.066162
	Iteration 9Q: 3 clusters Score -50649.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -50649.082031 Penalty: 2894.066162
	Iteration 10F: 3 clusters Score -50649.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22769 members 
Mstep: Class 2 contains 3563 members 
Mstep: Class 3 contains 1102 members 
Mstep: Class 4 contains 223963 members 
Mstep: Class 5 contains 4132 members 
Mstep: Class 6 contains 2379 members 
Mstep: Class 7 contains 9391 members 
Mstep: Class 8 contains 14059 members 
Mstep: Class 9 contains 7488 members 
Mstep: Class 10 contains 27218 members 
Mstep: Class 11 contains 11582 members 
Mstep: Class 12 contains 969 members 
Mstep: Class 13 contains 3334 members 
Mstep: Class 14 contains 36129 members 
Mstep: Class 15 contains 181565 members 
Mstep: Class 16 contains 23118 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 10030 members 
Mstep: Class 19 contains 164656 members 
Mstep: Class 20 contains 55288 members 
Mstep: Class 21 contains 2332 members 
Mstep: Class 22 contains 692 members 
Mstep: Class 23 contains 4372 members 
Mstep: Class 24 contains 3188 members 
Mstep: Class 25 contains 38763 members 
Mstep: Class 26 contains 60578 members 
Mstep: Class 27 contains 28740 members 
Mstep: Class 28 contains 474 members 
Mstep: Class 29 contains 45247 members 
Mstep: Class 30 contains 11088 members 
Mstep: Class 31 contains 6503 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8484 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 3407 members 
Mstep: Class 36 contains 8309 members 
Mstep: Class 37 contains 3953 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1840 members 
Mstep: Class 40 contains 19227 members 
Mstep: Class 41 contains 425 members 
Mstep: Class 42 contains 3013 members 
Mstep: Class 43 contains 4390 members 
Mstep: Class 44 contains 1453 members 
Mstep: Class 45 contains 21928 members 
Mstep: Class 46 contains 13111 members 
Mstep: Class 47 contains 305 members 
Mstep: Class 48 contains 8295 members 
Mstep: Class 49 contains 26891 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 519 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 3099 members 
Mstep: Class 54 contains 363 members 
Mstep: Class 55 contains 4713 members 
Mstep: Class 56 contains 17268 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 285 members 
Mstep: Class 60 contains 4780 members 
Mstep: Class 61 contains 1767 members 
Mstep: Class 62 contains 1054 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 7994 members 
Mstep: Class 65 contains 501 members 
Mstep: Class 66 contains 667 members 
Mstep: Class 67 contains 2672 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 708 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 97 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 4487 members 
Mstep: Class 75 contains 901 members 
Mstep: Class 76 contains 508 members 
Mstep: Class 77 contains 613 members 
Mstep: Class 78 contains 245 members 
Entering Unmasked Estep 
Score: -147541888.000000 Penalty: 270583.718750
Splitting cluster 71 changes total score from -147542752.000000 to -147541888.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 72 (805 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Entering Unmasked Estep 
Score: -118508.726562 Penalty: 1659.328857
	Iteration 0F: 2 clusters Score -118508.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -116810.460938 Penalty: 3318.657715
	Iteration 0F: 3 clusters Score -116810.5 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -117472.414062 Penalty: 3318.657715
	Iteration 1F: 3 clusters Score -117472.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -117918.445312 Penalty: 3318.657715
	Iteration 2F: 3 clusters Score -117918.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -118220.875000 Penalty: 3318.657715
	Iteration 3F: 3 clusters Score -118220.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -118424.312500 Penalty: 3318.657715
	Iteration 4F: 3 clusters Score -118424.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -118497.453125 Penalty: 3318.657715
	Iteration 5Q: 3 clusters Score -118497.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -118519.507812 Penalty: 3318.657715
	Iteration 6Q: 3 clusters Score -118519.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -118547.351562 Penalty: 3318.657715
	Iteration 7Q: 3 clusters Score -118547.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -118574.484375 Penalty: 3318.657715
	Iteration 8Q: 3 clusters Score -118574.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -118574.484375 Penalty: 3318.657715
	Iteration 9F: 3 clusters Score -118574.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22769 members 
Mstep: Class 2 contains 3563 members 
Mstep: Class 3 contains 1102 members 
Mstep: Class 4 contains 223963 members 
Mstep: Class 5 contains 4132 members 
Mstep: Class 6 contains 2379 members 
Mstep: Class 7 contains 9391 members 
Mstep: Class 8 contains 14059 members 
Mstep: Class 9 contains 7488 members 
Mstep: Class 10 contains 27218 members 
Mstep: Class 11 contains 11582 members 
Mstep: Class 12 contains 969 members 
Mstep: Class 13 contains 3334 members 
Mstep: Class 14 contains 36129 members 
Mstep: Class 15 contains 181565 members 
Mstep: Class 16 contains 23118 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 10030 members 
Mstep: Class 19 contains 164656 members 
Mstep: Class 20 contains 55288 members 
Mstep: Class 21 contains 2332 members 
Mstep: Class 22 contains 692 members 
Mstep: Class 23 contains 4372 members 
Mstep: Class 24 contains 3188 members 
Mstep: Class 25 contains 38763 members 
Mstep: Class 26 contains 60578 members 
Mstep: Class 27 contains 28740 members 
Mstep: Class 28 contains 474 members 
Mstep: Class 29 contains 45247 members 
Mstep: Class 30 contains 11088 members 
Mstep: Class 31 contains 6503 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8484 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 3407 members 
Mstep: Class 36 contains 8309 members 
Mstep: Class 37 contains 3953 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1840 members 
Mstep: Class 40 contains 19227 members 
Mstep: Class 41 contains 425 members 
Mstep: Class 42 contains 3013 members 
Mstep: Class 43 contains 4390 members 
Mstep: Class 44 contains 1453 members 
Mstep: Class 45 contains 21928 members 
Mstep: Class 46 contains 13111 members 
Mstep: Class 47 contains 305 members 
Mstep: Class 48 contains 8295 members 
Mstep: Class 49 contains 26891 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 519 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 3099 members 
Mstep: Class 54 contains 363 members 
Mstep: Class 55 contains 4713 members 
Mstep: Class 56 contains 17268 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 285 members 
Mstep: Class 60 contains 4780 members 
Mstep: Class 61 contains 1767 members 
Mstep: Class 62 contains 1054 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 7994 members 
Mstep: Class 65 contains 501 members 
Mstep: Class 66 contains 667 members 
Mstep: Class 67 contains 2672 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 708 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 434 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 4487 members 
Mstep: Class 75 contains 901 members 
Mstep: Class 76 contains 508 members 
Mstep: Class 77 contains 613 members 
Mstep: Class 78 contains 371 members 
Entering Unmasked Estep 
Score: -147541248.000000 Penalty: 270583.718750
Splitting cluster 72 changes total score from -147542752.000000 to -147541248.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 73 (277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Entering Unmasked Estep 
Score: -37669.894531 Penalty: 1394.756348
	Iteration 0F: 2 clusters Score -37669.89 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 135 members 
Entering Unmasked Estep 
Score: -36554.027344 Penalty: 2789.512695
	Iteration 0F: 3 clusters Score -36554.03 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -36914.296875 Penalty: 2789.512695
	Iteration 1F: 3 clusters Score -36914.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -37079.554688 Penalty: 2789.512695
	Iteration 2F: 3 clusters Score -37079.55 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -37329.375000 Penalty: 2789.512695
	Iteration 3F: 3 clusters Score -37329.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -37471.746094 Penalty: 2789.512695
	Iteration 4Q: 3 clusters Score -37471.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -37487.785156 Penalty: 2789.512695
	Iteration 5Q: 3 clusters Score -37487.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -37501.906250 Penalty: 2789.512695
	Iteration 6Q: 3 clusters Score -37501.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -37510.808594 Penalty: 2789.512695
	Iteration 7Q: 3 clusters Score -37510.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -37510.808594 Penalty: 2789.512695
	Iteration 8F: 3 clusters Score -37510.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22769 members 
Mstep: Class 2 contains 3563 members 
Mstep: Class 3 contains 1102 members 
Mstep: Class 4 contains 223963 members 
Mstep: Class 5 contains 4132 members 
Mstep: Class 6 contains 2379 members 
Mstep: Class 7 contains 9391 members 
Mstep: Class 8 contains 14059 members 
Mstep: Class 9 contains 7488 members 
Mstep: Class 10 contains 27218 members 
Mstep: Class 11 contains 11582 members 
Mstep: Class 12 contains 969 members 
Mstep: Class 13 contains 3334 members 
Mstep: Class 14 contains 36129 members 
Mstep: Class 15 contains 181565 members 
Mstep: Class 16 contains 23118 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 10030 members 
Mstep: Class 19 contains 164656 members 
Mstep: Class 20 contains 55288 members 
Mstep: Class 21 contains 2332 members 
Mstep: Class 22 contains 692 members 
Mstep: Class 23 contains 4372 members 
Mstep: Class 24 contains 3188 members 
Mstep: Class 25 contains 38763 members 
Mstep: Class 26 contains 60578 members 
Mstep: Class 27 contains 28740 members 
Mstep: Class 28 contains 474 members 
Mstep: Class 29 contains 45247 members 
Mstep: Class 30 contains 11088 members 
Mstep: Class 31 contains 6503 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8484 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 3407 members 
Mstep: Class 36 contains 8309 members 
Mstep: Class 37 contains 3953 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1840 members 
Mstep: Class 40 contains 19227 members 
Mstep: Class 41 contains 425 members 
Mstep: Class 42 contains 3013 members 
Mstep: Class 43 contains 4390 members 
Mstep: Class 44 contains 1453 members 
Mstep: Class 45 contains 21928 members 
Mstep: Class 46 contains 13111 members 
Mstep: Class 47 contains 305 members 
Mstep: Class 48 contains 8295 members 
Mstep: Class 49 contains 26891 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 519 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 3099 members 
Mstep: Class 54 contains 363 members 
Mstep: Class 55 contains 4713 members 
Mstep: Class 56 contains 17268 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 285 members 
Mstep: Class 60 contains 4780 members 
Mstep: Class 61 contains 1767 members 
Mstep: Class 62 contains 1054 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 7994 members 
Mstep: Class 65 contains 501 members 
Mstep: Class 66 contains 667 members 
Mstep: Class 67 contains 2672 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 708 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147543424.000000 Penalty: 267114.687500
Iteration 239Q: 78 clusters Score -1.475434e+08 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22771 members 
Mstep: Class 2 contains 3569 members 
Mstep: Class 3 contains 1098 members 
Mstep: Class 4 contains 223961 members 
Mstep: Class 5 contains 4132 members 
Mstep: Class 6 contains 2385 members 
Mstep: Class 7 contains 9389 members 
Mstep: Class 8 contains 14064 members 
Mstep: Class 9 contains 7488 members 
Mstep: Class 10 contains 27218 members 
Mstep: Class 11 contains 11583 members 
Mstep: Class 12 contains 976 members 
Mstep: Class 13 contains 3338 members 
Mstep: Class 14 contains 36133 members 
Mstep: Class 15 contains 181562 members 
Mstep: Class 16 contains 23118 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 10024 members 
Mstep: Class 19 contains 164673 members 
Mstep: Class 20 contains 55288 members 
Mstep: Class 21 contains 2349 members 
Mstep: Class 22 contains 692 members 
Mstep: Class 23 contains 4372 members 
Mstep: Class 24 contains 3195 members 
Mstep: Class 25 contains 38751 members 
Mstep: Class 26 contains 60581 members 
Mstep: Class 27 contains 28740 members 
Mstep: Class 28 contains 475 members 
Mstep: Class 29 contains 45308 members 
Mstep: Class 30 contains 11088 members 
Mstep: Class 31 contains 6503 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8484 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 3409 members 
Mstep: Class 36 contains 8313 members 
Mstep: Class 37 contains 3951 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1840 members 
Mstep: Class 40 contains 19227 members 
Mstep: Class 41 contains 425 members 
Mstep: Class 42 contains 3012 members 
Mstep: Class 43 contains 4413 members 
Mstep: Class 44 contains 1453 members 
Mstep: Class 45 contains 21944 members 
Mstep: Class 46 contains 13111 members 
Mstep: Class 47 contains 305 members 
Mstep: Class 48 contains 8295 members 
Mstep: Class 49 contains 26892 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 546 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 3099 members 
Mstep: Class 54 contains 362 members 
Mstep: Class 55 contains 4714 members 
Mstep: Class 56 contains 17268 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 402 members 
Mstep: Class 59 contains 285 members 
Mstep: Class 60 contains 4780 members 
Mstep: Class 61 contains 1767 members 
Mstep: Class 62 contains 1054 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 8015 members 
Mstep: Class 65 contains 503 members 
Mstep: Class 66 contains 665 members 
Mstep: Class 67 contains 2669 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 708 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 806 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 4314 members 
Mstep: Class 75 contains 892 members 
Mstep: Class 76 contains 505 members 
Mstep: Class 77 contains 600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147544448.000000 Penalty: 267114.687500
Iteration 240F: 78 clusters Score -1.475444e+08 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22771 members 
Mstep: Class 2 contains 3581 members 
Mstep: Class 3 contains 1097 members 
Mstep: Class 4 contains 223957 members 
Mstep: Class 5 contains 4111 members 
Mstep: Class 6 contains 2369 members 
Mstep: Class 7 contains 9390 members 
Mstep: Class 8 contains 14017 members 
Mstep: Class 9 contains 7488 members 
Mstep: Class 10 contains 27218 members 
Mstep: Class 11 contains 11582 members 
Mstep: Class 12 contains 983 members 
Mstep: Class 13 contains 3334 members 
Mstep: Class 14 contains 36132 members 
Mstep: Class 15 contains 181562 members 
Mstep: Class 16 contains 23118 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 10019 members 
Mstep: Class 19 contains 164640 members 
Mstep: Class 20 contains 55288 members 
Mstep: Class 21 contains 2361 members 
Mstep: Class 22 contains 690 members 
Mstep: Class 23 contains 4372 members 
Mstep: Class 24 contains 3203 members 
Mstep: Class 25 contains 38737 members 
Mstep: Class 26 contains 60588 members 
Mstep: Class 27 contains 28740 members 
Mstep: Class 28 contains 474 members 
Mstep: Class 29 contains 44991 members 
Mstep: Class 30 contains 11088 members 
Mstep: Class 31 contains 6503 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8483 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 3410 members 
Mstep: Class 36 contains 8311 members 
Mstep: Class 37 contains 3947 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1840 members 
Mstep: Class 40 contains 19227 members 
Mstep: Class 41 contains 424 members 
Mstep: Class 42 contains 3012 members 
Mstep: Class 43 contains 4346 members 
Mstep: Class 44 contains 1461 members 
Mstep: Class 45 contains 21945 members 
Mstep: Class 46 contains 13111 members 
Mstep: Class 47 contains 306 members 
Mstep: Class 48 contains 8295 members 
Mstep: Class 49 contains 26891 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 557 members 
Mstep: Class 52 contains 305 members 
Mstep: Class 53 contains 3099 members 
Mstep: Class 54 contains 351 members 
Mstep: Class 55 contains 4716 members 
Mstep: Class 56 contains 17268 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 402 members 
Mstep: Class 59 contains 284 members 
Mstep: Class 60 contains 4780 members 
Mstep: Class 61 contains 1767 members 
Mstep: Class 62 contains 1056 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 8033 members 
Mstep: Class 65 contains 503 members 
Mstep: Class 66 contains 665 members 
Mstep: Class 67 contains 2649 members 
Mstep: Class 68 contains 284 members 
Mstep: Class 69 contains 708 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 4769 members 
Mstep: Class 75 contains 895 members 
Mstep: Class 76 contains 504 members 
Mstep: Class 77 contains 628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147545264.000000 Penalty: 267114.687500
Iteration 241Q: 78 clusters Score -1.475453e+08 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22766 members 
Mstep: Class 2 contains 3608 members 
Mstep: Class 3 contains 1086 members 
Mstep: Class 4 contains 223946 members 
Mstep: Class 5 contains 4106 members 
Mstep: Class 6 contains 2355 members 
Mstep: Class 7 contains 9391 members 
Mstep: Class 8 contains 13972 members 
Mstep: Class 9 contains 7487 members 
Mstep: Class 10 contains 27218 members 
Mstep: Class 11 contains 11582 members 
Mstep: Class 12 contains 994 members 
Mstep: Class 13 contains 3335 members 
Mstep: Class 14 contains 36138 members 
Mstep: Class 15 contains 181557 members 
Mstep: Class 16 contains 23118 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 10013 members 
Mstep: Class 19 contains 164649 members 
Mstep: Class 20 contains 55285 members 
Mstep: Class 21 contains 2365 members 
Mstep: Class 22 contains 688 members 
Mstep: Class 23 contains 4372 members 
Mstep: Class 24 contains 3216 members 
Mstep: Class 25 contains 38727 members 
Mstep: Class 26 contains 60594 members 
Mstep: Class 27 contains 28741 members 
Mstep: Class 28 contains 472 members 
Mstep: Class 29 contains 44785 members 
Mstep: Class 30 contains 11087 members 
Mstep: Class 31 contains 6503 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8482 members 
Mstep: Class 34 contains 441 members 
Mstep: Class 35 contains 3410 members 
Mstep: Class 36 contains 8307 members 
Mstep: Class 37 contains 3946 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1842 members 
Mstep: Class 40 contains 19227 members 
Mstep: Class 41 contains 425 members 
Mstep: Class 42 contains 3012 members 
Mstep: Class 43 contains 4314 members 
Mstep: Class 44 contains 1467 members 
Mstep: Class 45 contains 21952 members 
Mstep: Class 46 contains 13111 members 
Mstep: Class 47 contains 306 members 
Mstep: Class 48 contains 8298 members 
Mstep: Class 49 contains 26889 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 573 members 
Mstep: Class 52 contains 305 members 
Mstep: Class 53 contains 3099 members 
Mstep: Class 54 contains 346 members 
Mstep: Class 55 contains 4717 members 
Mstep: Class 56 contains 17268 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 403 members 
Mstep: Class 59 contains 284 members 
Mstep: Class 60 contains 4780 members 
Mstep: Class 61 contains 1767 members 
Mstep: Class 62 contains 1054 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 8047 members 
Mstep: Class 65 contains 503 members 
Mstep: Class 66 contains 666 members 
Mstep: Class 67 contains 2637 members 
Mstep: Class 68 contains 284 members 
Mstep: Class 69 contains 710 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 5021 members 
Mstep: Class 75 contains 897 members 
Mstep: Class 76 contains 504 members 
Mstep: Class 77 contains 628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147545744.000000 Penalty: 267114.687500
Iteration 242Q: 78 clusters Score -1.475457e+08 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22765 members 
Mstep: Class 2 contains 3629 members 
Mstep: Class 3 contains 1080 members 
Mstep: Class 4 contains 223937 members 
Mstep: Class 5 contains 4103 members 
Mstep: Class 6 contains 2340 members 
Mstep: Class 7 contains 9395 members 
Mstep: Class 8 contains 13943 members 
Mstep: Class 9 contains 7488 members 
Mstep: Class 10 contains 27218 members 
Mstep: Class 11 contains 11582 members 
Mstep: Class 12 contains 1003 members 
Mstep: Class 13 contains 3339 members 
Mstep: Class 14 contains 36147 members 
Mstep: Class 15 contains 181545 members 
Mstep: Class 16 contains 23118 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 10002 members 
Mstep: Class 19 contains 164663 members 
Mstep: Class 20 contains 55276 members 
Mstep: Class 21 contains 2364 members 
Mstep: Class 22 contains 686 members 
Mstep: Class 23 contains 4372 members 
Mstep: Class 24 contains 3234 members 
Mstep: Class 25 contains 38713 members 
Mstep: Class 26 contains 60604 members 
Mstep: Class 27 contains 28741 members 
Mstep: Class 28 contains 472 members 
Mstep: Class 29 contains 44631 members 
Mstep: Class 30 contains 11086 members 
Mstep: Class 31 contains 6503 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8482 members 
Mstep: Class 34 contains 439 members 
Mstep: Class 35 contains 3409 members 
Mstep: Class 36 contains 8310 members 
Mstep: Class 37 contains 3942 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1842 members 
Mstep: Class 40 contains 19227 members 
Mstep: Class 41 contains 424 members 
Mstep: Class 42 contains 3011 members 
Mstep: Class 43 contains 4289 members 
Mstep: Class 44 contains 1460 members 
Mstep: Class 45 contains 21952 members 
Mstep: Class 46 contains 13111 members 
Mstep: Class 47 contains 306 members 
Mstep: Class 48 contains 8293 members 
Mstep: Class 49 contains 26885 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 585 members 
Mstep: Class 52 contains 307 members 
Mstep: Class 53 contains 3099 members 
Mstep: Class 54 contains 346 members 
Mstep: Class 55 contains 4720 members 
Mstep: Class 56 contains 17269 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 404 members 
Mstep: Class 59 contains 284 members 
Mstep: Class 60 contains 4781 members 
Mstep: Class 61 contains 1768 members 
Mstep: Class 62 contains 1052 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 8062 members 
Mstep: Class 65 contains 503 members 
Mstep: Class 66 contains 666 members 
Mstep: Class 67 contains 2629 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 712 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 806 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 5212 members 
Mstep: Class 75 contains 897 members 
Mstep: Class 76 contains 504 members 
Mstep: Class 77 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147545968.000000 Penalty: 267114.687500
Iteration 243Q: 78 clusters Score -1.47546e+08 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22760 members 
Mstep: Class 2 contains 3662 members 
Mstep: Class 3 contains 1073 members 
Mstep: Class 4 contains 223937 members 
Mstep: Class 5 contains 4103 members 
Mstep: Class 6 contains 2330 members 
Mstep: Class 7 contains 9393 members 
Mstep: Class 8 contains 13928 members 
Mstep: Class 9 contains 7489 members 
Mstep: Class 10 contains 27218 members 
Mstep: Class 11 contains 11582 members 
Mstep: Class 12 contains 1010 members 
Mstep: Class 13 contains 3343 members 
Mstep: Class 14 contains 36160 members 
Mstep: Class 15 contains 181529 members 
Mstep: Class 16 contains 23118 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 9993 members 
Mstep: Class 19 contains 164670 members 
Mstep: Class 20 contains 55266 members 
Mstep: Class 21 contains 2366 members 
Mstep: Class 22 contains 686 members 
Mstep: Class 23 contains 4372 members 
Mstep: Class 24 contains 3245 members 
Mstep: Class 25 contains 38704 members 
Mstep: Class 26 contains 60614 members 
Mstep: Class 27 contains 28740 members 
Mstep: Class 28 contains 472 members 
Mstep: Class 29 contains 44504 members 
Mstep: Class 30 contains 11085 members 
Mstep: Class 31 contains 6503 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8482 members 
Mstep: Class 34 contains 438 members 
Mstep: Class 35 contains 3410 members 
Mstep: Class 36 contains 8310 members 
Mstep: Class 37 contains 3941 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1844 members 
Mstep: Class 40 contains 19226 members 
Mstep: Class 41 contains 424 members 
Mstep: Class 42 contains 3011 members 
Mstep: Class 43 contains 4269 members 
Mstep: Class 44 contains 1448 members 
Mstep: Class 45 contains 21958 members 
Mstep: Class 46 contains 13112 members 
Mstep: Class 47 contains 306 members 
Mstep: Class 48 contains 8285 members 
Mstep: Class 49 contains 26883 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 599 members 
Mstep: Class 52 contains 308 members 
Mstep: Class 53 contains 3098 members 
Mstep: Class 54 contains 346 members 
Mstep: Class 55 contains 4721 members 
Mstep: Class 56 contains 17269 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 404 members 
Mstep: Class 59 contains 284 members 
Mstep: Class 60 contains 4781 members 
Mstep: Class 61 contains 1768 members 
Mstep: Class 62 contains 1052 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 8074 members 
Mstep: Class 65 contains 503 members 
Mstep: Class 66 contains 666 members 
Mstep: Class 67 contains 2629 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 712 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 5346 members 
Mstep: Class 75 contains 896 members 
Mstep: Class 76 contains 504 members 
Mstep: Class 77 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147546064.000000 Penalty: 267114.687500
Iteration 244Q: 78 clusters Score -1.475461e+08 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22753 members 
Mstep: Class 2 contains 3692 members 
Mstep: Class 3 contains 1068 members 
Mstep: Class 4 contains 223937 members 
Mstep: Class 5 contains 4103 members 
Mstep: Class 6 contains 2324 members 
Mstep: Class 7 contains 9397 members 
Mstep: Class 8 contains 13912 members 
Mstep: Class 9 contains 7485 members 
Mstep: Class 10 contains 27218 members 
Mstep: Class 11 contains 11583 members 
Mstep: Class 12 contains 1014 members 
Mstep: Class 13 contains 3346 members 
Mstep: Class 14 contains 36177 members 
Mstep: Class 15 contains 181510 members 
Mstep: Class 16 contains 23117 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 9987 members 
Mstep: Class 19 contains 164666 members 
Mstep: Class 20 contains 55254 members 
Mstep: Class 21 contains 2365 members 
Mstep: Class 22 contains 686 members 
Mstep: Class 23 contains 4372 members 
Mstep: Class 24 contains 3247 members 
Mstep: Class 25 contains 38703 members 
Mstep: Class 26 contains 60619 members 
Mstep: Class 27 contains 28740 members 
Mstep: Class 28 contains 472 members 
Mstep: Class 29 contains 44415 members 
Mstep: Class 30 contains 11084 members 
Mstep: Class 31 contains 6504 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8482 members 
Mstep: Class 34 contains 437 members 
Mstep: Class 35 contains 3410 members 
Mstep: Class 36 contains 8316 members 
Mstep: Class 37 contains 3939 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1845 members 
Mstep: Class 40 contains 19226 members 
Mstep: Class 41 contains 424 members 
Mstep: Class 42 contains 3012 members 
Mstep: Class 43 contains 4253 members 
Mstep: Class 44 contains 1442 members 
Mstep: Class 45 contains 21970 members 
Mstep: Class 46 contains 13111 members 
Mstep: Class 47 contains 306 members 
Mstep: Class 48 contains 8275 members 
Mstep: Class 49 contains 26878 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 610 members 
Mstep: Class 52 contains 309 members 
Mstep: Class 53 contains 3098 members 
Mstep: Class 54 contains 346 members 
Mstep: Class 55 contains 4724 members 
Mstep: Class 56 contains 17270 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 404 members 
Mstep: Class 59 contains 284 members 
Mstep: Class 60 contains 4782 members 
Mstep: Class 61 contains 1768 members 
Mstep: Class 62 contains 1051 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 8080 members 
Mstep: Class 65 contains 503 members 
Mstep: Class 66 contains 666 members 
Mstep: Class 67 contains 2630 members 
Mstep: Class 68 contains 284 members 
Mstep: Class 69 contains 711 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 804 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 5453 members 
Mstep: Class 75 contains 896 members 
Mstep: Class 76 contains 504 members 
Mstep: Class 77 contains 629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147546064.000000 Penalty: 267114.687500
Iteration 245Q: 78 clusters Score -1.475461e+08 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22744 members 
Mstep: Class 2 contains 3711 members 
Mstep: Class 3 contains 1066 members 
Mstep: Class 4 contains 223935 members 
Mstep: Class 5 contains 4104 members 
Mstep: Class 6 contains 2321 members 
Mstep: Class 7 contains 9399 members 
Mstep: Class 8 contains 13901 members 
Mstep: Class 9 contains 7483 members 
Mstep: Class 10 contains 27216 members 
Mstep: Class 11 contains 11586 members 
Mstep: Class 12 contains 1016 members 
Mstep: Class 13 contains 3347 members 
Mstep: Class 14 contains 36201 members 
Mstep: Class 15 contains 181493 members 
Mstep: Class 16 contains 23116 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 9979 members 
Mstep: Class 19 contains 164689 members 
Mstep: Class 20 contains 55241 members 
Mstep: Class 21 contains 2364 members 
Mstep: Class 22 contains 686 members 
Mstep: Class 23 contains 4372 members 
Mstep: Class 24 contains 3249 members 
Mstep: Class 25 contains 38700 members 
Mstep: Class 26 contains 60627 members 
Mstep: Class 27 contains 28738 members 
Mstep: Class 28 contains 472 members 
Mstep: Class 29 contains 44312 members 
Mstep: Class 30 contains 11079 members 
Mstep: Class 31 contains 6504 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8483 members 
Mstep: Class 34 contains 437 members 
Mstep: Class 35 contains 3409 members 
Mstep: Class 36 contains 8319 members 
Mstep: Class 37 contains 3938 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1845 members 
Mstep: Class 40 contains 19226 members 
Mstep: Class 41 contains 424 members 
Mstep: Class 42 contains 3012 members 
Mstep: Class 43 contains 4237 members 
Mstep: Class 44 contains 1435 members 
Mstep: Class 45 contains 21974 members 
Mstep: Class 46 contains 13110 members 
Mstep: Class 47 contains 306 members 
Mstep: Class 48 contains 8269 members 
Mstep: Class 49 contains 26877 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 614 members 
Mstep: Class 52 contains 309 members 
Mstep: Class 53 contains 3097 members 
Mstep: Class 54 contains 346 members 
Mstep: Class 55 contains 4726 members 
Mstep: Class 56 contains 17270 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 404 members 
Mstep: Class 59 contains 284 members 
Mstep: Class 60 contains 4782 members 
Mstep: Class 61 contains 1768 members 
Mstep: Class 62 contains 1051 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 8088 members 
Mstep: Class 65 contains 503 members 
Mstep: Class 66 contains 666 members 
Mstep: Class 67 contains 2631 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 711 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 5562 members 
Mstep: Class 75 contains 895 members 
Mstep: Class 76 contains 504 members 
Mstep: Class 77 contains 629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147546288.000000 Penalty: 267114.687500
Iteration 246Q: 78 clusters Score -1.475463e+08 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22736 members 
Mstep: Class 2 contains 3730 members 
Mstep: Class 3 contains 1063 members 
Mstep: Class 4 contains 223927 members 
Mstep: Class 5 contains 4104 members 
Mstep: Class 6 contains 2320 members 
Mstep: Class 7 contains 9398 members 
Mstep: Class 8 contains 13911 members 
Mstep: Class 9 contains 7484 members 
Mstep: Class 10 contains 27214 members 
Mstep: Class 11 contains 11589 members 
Mstep: Class 12 contains 1018 members 
Mstep: Class 13 contains 3357 members 
Mstep: Class 14 contains 36221 members 
Mstep: Class 15 contains 181479 members 
Mstep: Class 16 contains 23117 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 9977 members 
Mstep: Class 19 contains 164705 members 
Mstep: Class 20 contains 55233 members 
Mstep: Class 21 contains 2366 members 
Mstep: Class 22 contains 686 members 
Mstep: Class 23 contains 4372 members 
Mstep: Class 24 contains 3253 members 
Mstep: Class 25 contains 38701 members 
Mstep: Class 26 contains 60631 members 
Mstep: Class 27 contains 28737 members 
Mstep: Class 28 contains 472 members 
Mstep: Class 29 contains 44193 members 
Mstep: Class 30 contains 11072 members 
Mstep: Class 31 contains 6504 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8482 members 
Mstep: Class 34 contains 437 members 
Mstep: Class 35 contains 3409 members 
Mstep: Class 36 contains 8317 members 
Mstep: Class 37 contains 3937 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1846 members 
Mstep: Class 40 contains 19225 members 
Mstep: Class 41 contains 424 members 
Mstep: Class 42 contains 3013 members 
Mstep: Class 43 contains 4219 members 
Mstep: Class 44 contains 1430 members 
Mstep: Class 45 contains 21990 members 
Mstep: Class 46 contains 13107 members 
Mstep: Class 47 contains 306 members 
Mstep: Class 48 contains 8260 members 
Mstep: Class 49 contains 26873 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 618 members 
Mstep: Class 52 contains 309 members 
Mstep: Class 53 contains 3096 members 
Mstep: Class 54 contains 346 members 
Mstep: Class 55 contains 4728 members 
Mstep: Class 56 contains 17270 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 404 members 
Mstep: Class 59 contains 284 members 
Mstep: Class 60 contains 4783 members 
Mstep: Class 61 contains 1768 members 
Mstep: Class 62 contains 1051 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 8092 members 
Mstep: Class 65 contains 503 members 
Mstep: Class 66 contains 666 members 
Mstep: Class 67 contains 2633 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 711 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 5657 members 
Mstep: Class 75 contains 895 members 
Mstep: Class 76 contains 504 members 
Mstep: Class 77 contains 629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147546560.000000 Penalty: 267114.687500
Iteration 247Q: 78 clusters Score -1.475466e+08 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22729 members 
Mstep: Class 2 contains 3755 members 
Mstep: Class 3 contains 1064 members 
Mstep: Class 4 contains 223914 members 
Mstep: Class 5 contains 4104 members 
Mstep: Class 6 contains 2312 members 
Mstep: Class 7 contains 9395 members 
Mstep: Class 8 contains 13910 members 
Mstep: Class 9 contains 7486 members 
Mstep: Class 10 contains 27214 members 
Mstep: Class 11 contains 11590 members 
Mstep: Class 12 contains 1018 members 
Mstep: Class 13 contains 3366 members 
Mstep: Class 14 contains 36240 members 
Mstep: Class 15 contains 181480 members 
Mstep: Class 16 contains 23118 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 9976 members 
Mstep: Class 19 contains 164723 members 
Mstep: Class 20 contains 55223 members 
Mstep: Class 21 contains 2368 members 
Mstep: Class 22 contains 686 members 
Mstep: Class 23 contains 4372 members 
Mstep: Class 24 contains 3257 members 
Mstep: Class 25 contains 38698 members 
Mstep: Class 26 contains 60630 members 
Mstep: Class 27 contains 28736 members 
Mstep: Class 28 contains 471 members 
Mstep: Class 29 contains 44109 members 
Mstep: Class 30 contains 11065 members 
Mstep: Class 31 contains 6505 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8482 members 
Mstep: Class 34 contains 437 members 
Mstep: Class 35 contains 3410 members 
Mstep: Class 36 contains 8318 members 
Mstep: Class 37 contains 3938 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1846 members 
Mstep: Class 40 contains 19225 members 
Mstep: Class 41 contains 424 members 
Mstep: Class 42 contains 3014 members 
Mstep: Class 43 contains 4205 members 
Mstep: Class 44 contains 1423 members 
Mstep: Class 45 contains 21999 members 
Mstep: Class 46 contains 13107 members 
Mstep: Class 47 contains 306 members 
Mstep: Class 48 contains 8253 members 
Mstep: Class 49 contains 26867 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 618 members 
Mstep: Class 52 contains 309 members 
Mstep: Class 53 contains 3094 members 
Mstep: Class 54 contains 346 members 
Mstep: Class 55 contains 4730 members 
Mstep: Class 56 contains 17268 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 404 members 
Mstep: Class 59 contains 284 members 
Mstep: Class 60 contains 4784 members 
Mstep: Class 61 contains 1768 members 
Mstep: Class 62 contains 1052 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 8098 members 
Mstep: Class 65 contains 503 members 
Mstep: Class 66 contains 665 members 
Mstep: Class 67 contains 2639 members 
Mstep: Class 68 contains 286 members 
Mstep: Class 69 contains 711 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 5722 members 
Mstep: Class 75 contains 895 members 
Mstep: Class 76 contains 504 members 
Mstep: Class 77 contains 629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147546416.000000 Penalty: 267114.687500
Iteration 248Q: 78 clusters Score -1.475464e+08 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22715 members 
Mstep: Class 2 contains 3774 members 
Mstep: Class 3 contains 1065 members 
Mstep: Class 4 contains 223910 members 
Mstep: Class 5 contains 4104 members 
Mstep: Class 6 contains 2314 members 
Mstep: Class 7 contains 9393 members 
Mstep: Class 8 contains 13910 members 
Mstep: Class 9 contains 7486 members 
Mstep: Class 10 contains 27215 members 
Mstep: Class 11 contains 11592 members 
Mstep: Class 12 contains 1020 members 
Mstep: Class 13 contains 3377 members 
Mstep: Class 14 contains 36252 members 
Mstep: Class 15 contains 181478 members 
Mstep: Class 16 contains 23117 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 9979 members 
Mstep: Class 19 contains 164727 members 
Mstep: Class 20 contains 55214 members 
Mstep: Class 21 contains 2367 members 
Mstep: Class 22 contains 686 members 
Mstep: Class 23 contains 4372 members 
Mstep: Class 24 contains 3261 members 
Mstep: Class 25 contains 38702 members 
Mstep: Class 26 contains 60626 members 
Mstep: Class 27 contains 28737 members 
Mstep: Class 28 contains 470 members 
Mstep: Class 29 contains 44040 members 
Mstep: Class 30 contains 11057 members 
Mstep: Class 31 contains 6505 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8481 members 
Mstep: Class 34 contains 437 members 
Mstep: Class 35 contains 3410 members 
Mstep: Class 36 contains 8316 members 
Mstep: Class 37 contains 3936 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1847 members 
Mstep: Class 40 contains 19225 members 
Mstep: Class 41 contains 424 members 
Mstep: Class 42 contains 3013 members 
Mstep: Class 43 contains 4195 members 
Mstep: Class 44 contains 1413 members 
Mstep: Class 45 contains 22000 members 
Mstep: Class 46 contains 13106 members 
Mstep: Class 47 contains 306 members 
Mstep: Class 48 contains 8249 members 
Mstep: Class 49 contains 26865 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 619 members 
Mstep: Class 52 contains 309 members 
Mstep: Class 53 contains 3092 members 
Mstep: Class 54 contains 347 members 
Mstep: Class 55 contains 4731 members 
Mstep: Class 56 contains 17267 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 404 members 
Mstep: Class 59 contains 284 members 
Mstep: Class 60 contains 4784 members 
Mstep: Class 61 contains 1767 members 
Mstep: Class 62 contains 1052 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 8105 members 
Mstep: Class 65 contains 503 members 
Mstep: Class 66 contains 665 members 
Mstep: Class 67 contains 2645 members 
Mstep: Class 68 contains 286 members 
Mstep: Class 69 contains 711 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 5790 members 
Mstep: Class 75 contains 894 members 
Mstep: Class 76 contains 504 members 
Mstep: Class 77 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147546448.000000 Penalty: 267114.687500
Iteration 249Q: 78 clusters Score -1.475464e+08 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22709 members 
Mstep: Class 2 contains 3794 members 
Mstep: Class 3 contains 1065 members 
Mstep: Class 4 contains 223903 members 
Mstep: Class 5 contains 4104 members 
Mstep: Class 6 contains 2311 members 
Mstep: Class 7 contains 9392 members 
Mstep: Class 8 contains 13914 members 
Mstep: Class 9 contains 7484 members 
Mstep: Class 10 contains 27216 members 
Mstep: Class 11 contains 11593 members 
Mstep: Class 12 contains 1022 members 
Mstep: Class 13 contains 3380 members 
Mstep: Class 14 contains 36264 members 
Mstep: Class 15 contains 181467 members 
Mstep: Class 16 contains 23118 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 9979 members 
Mstep: Class 19 contains 164736 members 
Mstep: Class 20 contains 55206 members 
Mstep: Class 21 contains 2368 members 
Mstep: Class 22 contains 686 members 
Mstep: Class 23 contains 4372 members 
Mstep: Class 24 contains 3262 members 
Mstep: Class 25 contains 38704 members 
Mstep: Class 26 contains 60623 members 
Mstep: Class 27 contains 28737 members 
Mstep: Class 28 contains 470 members 
Mstep: Class 29 contains 43967 members 
Mstep: Class 30 contains 11052 members 
Mstep: Class 31 contains 6504 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8480 members 
Mstep: Class 34 contains 437 members 
Mstep: Class 35 contains 3411 members 
Mstep: Class 36 contains 8313 members 
Mstep: Class 37 contains 3934 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1847 members 
Mstep: Class 40 contains 19223 members 
Mstep: Class 41 contains 424 members 
Mstep: Class 42 contains 3013 members 
Mstep: Class 43 contains 4188 members 
Mstep: Class 44 contains 1406 members 
Mstep: Class 45 contains 22011 members 
Mstep: Class 46 contains 13103 members 
Mstep: Class 47 contains 306 members 
Mstep: Class 48 contains 8245 members 
Mstep: Class 49 contains 26868 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 619 members 
Mstep: Class 52 contains 309 members 
Mstep: Class 53 contains 3092 members 
Mstep: Class 54 contains 347 members 
Mstep: Class 55 contains 4732 members 
Mstep: Class 56 contains 17267 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 284 members 
Mstep: Class 60 contains 4788 members 
Mstep: Class 61 contains 1767 members 
Mstep: Class 62 contains 1052 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 8112 members 
Mstep: Class 65 contains 503 members 
Mstep: Class 66 contains 665 members 
Mstep: Class 67 contains 2648 members 
Mstep: Class 68 contains 286 members 
Mstep: Class 69 contains 711 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 5850 members 
Mstep: Class 75 contains 895 members 
Mstep: Class 76 contains 504 members 
Mstep: Class 77 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147546496.000000 Penalty: 267114.687500
Iteration 250Q: 78 clusters Score -1.475465e+08 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22703 members 
Mstep: Class 2 contains 3812 members 
Mstep: Class 3 contains 1065 members 
Mstep: Class 4 contains 223900 members 
Mstep: Class 5 contains 4104 members 
Mstep: Class 6 contains 2306 members 
Mstep: Class 7 contains 9394 members 
Mstep: Class 8 contains 13917 members 
Mstep: Class 9 contains 7484 members 
Mstep: Class 10 contains 27217 members 
Mstep: Class 11 contains 11595 members 
Mstep: Class 12 contains 1023 members 
Mstep: Class 13 contains 3382 members 
Mstep: Class 14 contains 36273 members 
Mstep: Class 15 contains 181459 members 
Mstep: Class 16 contains 23118 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 9979 members 
Mstep: Class 19 contains 164738 members 
Mstep: Class 20 contains 55198 members 
Mstep: Class 21 contains 2368 members 
Mstep: Class 22 contains 686 members 
Mstep: Class 23 contains 4372 members 
Mstep: Class 24 contains 3261 members 
Mstep: Class 25 contains 38705 members 
Mstep: Class 26 contains 60621 members 
Mstep: Class 27 contains 28737 members 
Mstep: Class 28 contains 470 members 
Mstep: Class 29 contains 43907 members 
Mstep: Class 30 contains 11041 members 
Mstep: Class 31 contains 6504 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8479 members 
Mstep: Class 34 contains 437 members 
Mstep: Class 35 contains 3412 members 
Mstep: Class 36 contains 8317 members 
Mstep: Class 37 contains 3933 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1847 members 
Mstep: Class 40 contains 19225 members 
Mstep: Class 41 contains 424 members 
Mstep: Class 42 contains 3012 members 
Mstep: Class 43 contains 4174 members 
Mstep: Class 44 contains 1406 members 
Mstep: Class 45 contains 22019 members 
Mstep: Class 46 contains 13099 members 
Mstep: Class 47 contains 306 members 
Mstep: Class 48 contains 8241 members 
Mstep: Class 49 contains 26868 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 619 members 
Mstep: Class 52 contains 309 members 
Mstep: Class 53 contains 3092 members 
Mstep: Class 54 contains 347 members 
Mstep: Class 55 contains 4733 members 
Mstep: Class 56 contains 17267 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 284 members 
Mstep: Class 60 contains 4790 members 
Mstep: Class 61 contains 1767 members 
Mstep: Class 62 contains 1052 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 8118 members 
Mstep: Class 65 contains 503 members 
Mstep: Class 66 contains 665 members 
Mstep: Class 67 contains 2647 members 
Mstep: Class 68 contains 286 members 
Mstep: Class 69 contains 711 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 5915 members 
Mstep: Class 75 contains 895 members 
Mstep: Class 76 contains 504 members 
Mstep: Class 77 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147546752.000000 Penalty: 267114.687500
Iteration 251Q: 78 clusters Score -1.475468e+08 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22697 members 
Mstep: Class 2 contains 3824 members 
Mstep: Class 3 contains 1065 members 
Mstep: Class 4 contains 223908 members 
Mstep: Class 5 contains 4104 members 
Mstep: Class 6 contains 2304 members 
Mstep: Class 7 contains 9393 members 
Mstep: Class 8 contains 13915 members 
Mstep: Class 9 contains 7485 members 
Mstep: Class 10 contains 27218 members 
Mstep: Class 11 contains 11595 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 13 contains 3384 members 
Mstep: Class 14 contains 36275 members 
Mstep: Class 15 contains 181456 members 
Mstep: Class 16 contains 23118 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 9979 members 
Mstep: Class 19 contains 164720 members 
Mstep: Class 20 contains 55189 members 
Mstep: Class 21 contains 2370 members 
Mstep: Class 22 contains 686 members 
Mstep: Class 23 contains 4372 members 
Mstep: Class 24 contains 3265 members 
Mstep: Class 25 contains 38698 members 
Mstep: Class 26 contains 60622 members 
Mstep: Class 27 contains 28735 members 
Mstep: Class 28 contains 470 members 
Mstep: Class 29 contains 43870 members 
Mstep: Class 30 contains 11036 members 
Mstep: Class 31 contains 6505 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8478 members 
Mstep: Class 34 contains 437 members 
Mstep: Class 35 contains 3411 members 
Mstep: Class 36 contains 8318 members 
Mstep: Class 37 contains 3932 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1847 members 
Mstep: Class 40 contains 19223 members 
Mstep: Class 41 contains 424 members 
Mstep: Class 42 contains 3012 members 
Mstep: Class 43 contains 4164 members 
Mstep: Class 44 contains 1404 members 
Mstep: Class 45 contains 22029 members 
Mstep: Class 46 contains 13099 members 
Mstep: Class 47 contains 306 members 
Mstep: Class 48 contains 8233 members 
Mstep: Class 49 contains 26866 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 619 members 
Mstep: Class 52 contains 309 members 
Mstep: Class 53 contains 3092 members 
Mstep: Class 54 contains 347 members 
Mstep: Class 55 contains 4733 members 
Mstep: Class 56 contains 17269 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 284 members 
Mstep: Class 60 contains 4791 members 
Mstep: Class 61 contains 1767 members 
Mstep: Class 62 contains 1052 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 8128 members 
Mstep: Class 65 contains 503 members 
Mstep: Class 66 contains 665 members 
Mstep: Class 67 contains 2649 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 711 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 5974 members 
Mstep: Class 75 contains 895 members 
Mstep: Class 76 contains 504 members 
Mstep: Class 77 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147546528.000000 Penalty: 267114.687500
Iteration 252Q: 78 clusters Score -1.475465e+08 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22697 members 
Mstep: Class 2 contains 3837 members 
Mstep: Class 3 contains 1066 members 
Mstep: Class 4 contains 223906 members 
Mstep: Class 5 contains 4104 members 
Mstep: Class 6 contains 2302 members 
Mstep: Class 7 contains 9392 members 
Mstep: Class 8 contains 13914 members 
Mstep: Class 9 contains 7485 members 
Mstep: Class 10 contains 27218 members 
Mstep: Class 11 contains 11594 members 
Mstep: Class 12 contains 1023 members 
Mstep: Class 13 contains 3395 members 
Mstep: Class 14 contains 36278 members 
Mstep: Class 15 contains 181442 members 
Mstep: Class 16 contains 23117 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 9979 members 
Mstep: Class 19 contains 164718 members 
Mstep: Class 20 contains 55175 members 
Mstep: Class 21 contains 2370 members 
Mstep: Class 22 contains 686 members 
Mstep: Class 23 contains 4372 members 
Mstep: Class 24 contains 3268 members 
Mstep: Class 25 contains 38694 members 
Mstep: Class 26 contains 60626 members 
Mstep: Class 27 contains 28738 members 
Mstep: Class 28 contains 470 members 
Mstep: Class 29 contains 43822 members 
Mstep: Class 30 contains 11032 members 
Mstep: Class 31 contains 6506 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8478 members 
Mstep: Class 34 contains 437 members 
Mstep: Class 35 contains 3412 members 
Mstep: Class 36 contains 8318 members 
Mstep: Class 37 contains 3931 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1847 members 
Mstep: Class 40 contains 19225 members 
Mstep: Class 41 contains 424 members 
Mstep: Class 42 contains 3012 members 
Mstep: Class 43 contains 4148 members 
Mstep: Class 44 contains 1403 members 
Mstep: Class 45 contains 22042 members 
Mstep: Class 46 contains 13098 members 
Mstep: Class 47 contains 306 members 
Mstep: Class 48 contains 8221 members 
Mstep: Class 49 contains 26864 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 619 members 
Mstep: Class 52 contains 309 members 
Mstep: Class 53 contains 3092 members 
Mstep: Class 54 contains 347 members 
Mstep: Class 55 contains 4733 members 
Mstep: Class 56 contains 17271 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 284 members 
Mstep: Class 60 contains 4792 members 
Mstep: Class 61 contains 1767 members 
Mstep: Class 62 contains 1052 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 8136 members 
Mstep: Class 65 contains 503 members 
Mstep: Class 66 contains 665 members 
Mstep: Class 67 contains 2651 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 711 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 6035 members 
Mstep: Class 75 contains 894 members 
Mstep: Class 76 contains 504 members 
Mstep: Class 77 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147546576.000000 Penalty: 267114.687500
Iteration 253Q: 78 clusters Score -1.475466e+08 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22694 members 
Mstep: Class 2 contains 3854 members 
Mstep: Class 3 contains 1068 members 
Mstep: Class 4 contains 223901 members 
Mstep: Class 5 contains 4104 members 
Mstep: Class 6 contains 2302 members 
Mstep: Class 7 contains 9387 members 
Mstep: Class 8 contains 13911 members 
Mstep: Class 9 contains 7486 members 
Mstep: Class 10 contains 27217 members 
Mstep: Class 11 contains 11594 members 
Mstep: Class 12 contains 1022 members 
Mstep: Class 13 contains 3401 members 
Mstep: Class 14 contains 36283 members 
Mstep: Class 15 contains 181432 members 
Mstep: Class 16 contains 23116 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 9977 members 
Mstep: Class 19 contains 164724 members 
Mstep: Class 20 contains 55173 members 
Mstep: Class 21 contains 2370 members 
Mstep: Class 22 contains 686 members 
Mstep: Class 23 contains 4372 members 
Mstep: Class 24 contains 3273 members 
Mstep: Class 25 contains 38697 members 
Mstep: Class 26 contains 60626 members 
Mstep: Class 27 contains 28735 members 
Mstep: Class 28 contains 470 members 
Mstep: Class 29 contains 43775 members 
Mstep: Class 30 contains 11028 members 
Mstep: Class 31 contains 6512 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8478 members 
Mstep: Class 34 contains 437 members 
Mstep: Class 35 contains 3412 members 
Mstep: Class 36 contains 8311 members 
Mstep: Class 37 contains 3931 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1848 members 
Mstep: Class 40 contains 19227 members 
Mstep: Class 41 contains 424 members 
Mstep: Class 42 contains 3012 members 
Mstep: Class 43 contains 4138 members 
Mstep: Class 44 contains 1403 members 
Mstep: Class 45 contains 22050 members 
Mstep: Class 46 contains 13096 members 
Mstep: Class 47 contains 306 members 
Mstep: Class 48 contains 8210 members 
Mstep: Class 49 contains 26862 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 619 members 
Mstep: Class 52 contains 309 members 
Mstep: Class 53 contains 3092 members 
Mstep: Class 54 contains 347 members 
Mstep: Class 55 contains 4735 members 
Mstep: Class 56 contains 17270 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 284 members 
Mstep: Class 60 contains 4792 members 
Mstep: Class 61 contains 1767 members 
Mstep: Class 62 contains 1052 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 8141 members 
Mstep: Class 65 contains 503 members 
Mstep: Class 66 contains 665 members 
Mstep: Class 67 contains 2650 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 711 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 6087 members 
Mstep: Class 75 contains 894 members 
Mstep: Class 76 contains 504 members 
Mstep: Class 77 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147546304.000000 Penalty: 267114.687500
Iteration 254Q: 78 clusters Score -1.475463e+08 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22693 members 
Mstep: Class 2 contains 3872 members 
Mstep: Class 3 contains 1068 members 
Mstep: Class 4 contains 223901 members 
Mstep: Class 5 contains 4104 members 
Mstep: Class 6 contains 2302 members 
Mstep: Class 7 contains 9388 members 
Mstep: Class 8 contains 13906 members 
Mstep: Class 9 contains 7485 members 
Mstep: Class 10 contains 27217 members 
Mstep: Class 11 contains 11594 members 
Mstep: Class 12 contains 1022 members 
Mstep: Class 13 contains 3407 members 
Mstep: Class 14 contains 36288 members 
Mstep: Class 15 contains 181417 members 
Mstep: Class 16 contains 23115 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 9973 members 
Mstep: Class 19 contains 164742 members 
Mstep: Class 20 contains 55173 members 
Mstep: Class 21 contains 2371 members 
Mstep: Class 22 contains 686 members 
Mstep: Class 23 contains 4372 members 
Mstep: Class 24 contains 3279 members 
Mstep: Class 25 contains 38694 members 
Mstep: Class 26 contains 60628 members 
Mstep: Class 27 contains 28732 members 
Mstep: Class 28 contains 470 members 
Mstep: Class 29 contains 43722 members 
Mstep: Class 30 contains 11023 members 
Mstep: Class 31 contains 6519 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8478 members 
Mstep: Class 34 contains 437 members 
Mstep: Class 35 contains 3412 members 
Mstep: Class 36 contains 8309 members 
Mstep: Class 37 contains 3931 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1849 members 
Mstep: Class 40 contains 19228 members 
Mstep: Class 41 contains 424 members 
Mstep: Class 42 contains 3012 members 
Mstep: Class 43 contains 4115 members 
Mstep: Class 44 contains 1403 members 
Mstep: Class 45 contains 22052 members 
Mstep: Class 46 contains 13093 members 
Mstep: Class 47 contains 306 members 
Mstep: Class 48 contains 8202 members 
Mstep: Class 49 contains 26861 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 619 members 
Mstep: Class 52 contains 309 members 
Mstep: Class 53 contains 3092 members 
Mstep: Class 54 contains 347 members 
Mstep: Class 55 contains 4740 members 
Mstep: Class 56 contains 17271 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 284 members 
Mstep: Class 60 contains 4794 members 
Mstep: Class 61 contains 1767 members 
Mstep: Class 62 contains 1052 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 8148 members 
Mstep: Class 65 contains 503 members 
Mstep: Class 66 contains 665 members 
Mstep: Class 67 contains 2650 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 711 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 6132 members 
Mstep: Class 75 contains 894 members 
Mstep: Class 76 contains 504 members 
Mstep: Class 77 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147546352.000000 Penalty: 267114.687500
Iteration 255Q: 78 clusters Score -1.475464e+08 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22695 members 
Mstep: Class 2 contains 3887 members 
Mstep: Class 3 contains 1068 members 
Mstep: Class 4 contains 223892 members 
Mstep: Class 5 contains 4104 members 
Mstep: Class 6 contains 2300 members 
Mstep: Class 7 contains 9385 members 
Mstep: Class 8 contains 13907 members 
Mstep: Class 9 contains 7485 members 
Mstep: Class 10 contains 27216 members 
Mstep: Class 11 contains 11595 members 
Mstep: Class 12 contains 1022 members 
Mstep: Class 13 contains 3413 members 
Mstep: Class 14 contains 36292 members 
Mstep: Class 15 contains 181413 members 
Mstep: Class 16 contains 23115 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 9971 members 
Mstep: Class 19 contains 164750 members 
Mstep: Class 20 contains 55171 members 
Mstep: Class 21 contains 2374 members 
Mstep: Class 22 contains 686 members 
Mstep: Class 23 contains 4372 members 
Mstep: Class 24 contains 3287 members 
Mstep: Class 25 contains 38687 members 
Mstep: Class 26 contains 60629 members 
Mstep: Class 27 contains 28733 members 
Mstep: Class 28 contains 470 members 
Mstep: Class 29 contains 43659 members 
Mstep: Class 30 contains 11020 members 
Mstep: Class 31 contains 6524 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8478 members 
Mstep: Class 34 contains 437 members 
Mstep: Class 35 contains 3413 members 
Mstep: Class 36 contains 8307 members 
Mstep: Class 37 contains 3930 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1850 members 
Mstep: Class 40 contains 19229 members 
Mstep: Class 41 contains 424 members 
Mstep: Class 42 contains 3012 members 
Mstep: Class 43 contains 4093 members 
Mstep: Class 44 contains 1403 members 
Mstep: Class 45 contains 22055 members 
Mstep: Class 46 contains 13093 members 
Mstep: Class 47 contains 306 members 
Mstep: Class 48 contains 8198 members 
Mstep: Class 49 contains 26860 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 619 members 
Mstep: Class 52 contains 309 members 
Mstep: Class 53 contains 3092 members 
Mstep: Class 54 contains 347 members 
Mstep: Class 55 contains 4745 members 
Mstep: Class 56 contains 17270 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 284 members 
Mstep: Class 60 contains 4795 members 
Mstep: Class 61 contains 1767 members 
Mstep: Class 62 contains 1052 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 8156 members 
Mstep: Class 65 contains 503 members 
Mstep: Class 66 contains 665 members 
Mstep: Class 67 contains 2650 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 711 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 6184 members 
Mstep: Class 75 contains 894 members 
Mstep: Class 76 contains 504 members 
Mstep: Class 77 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147546400.000000 Penalty: 267114.687500
Iteration 256Q: 78 clusters Score -1.475464e+08 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22689 members 
Mstep: Class 2 contains 3907 members 
Mstep: Class 3 contains 1068 members 
Mstep: Class 4 contains 223894 members 
Mstep: Class 5 contains 4104 members 
Mstep: Class 6 contains 2300 members 
Mstep: Class 7 contains 9384 members 
Mstep: Class 8 contains 13910 members 
Mstep: Class 9 contains 7485 members 
Mstep: Class 10 contains 27213 members 
Mstep: Class 11 contains 11595 members 
Mstep: Class 12 contains 1022 members 
Mstep: Class 13 contains 3422 members 
Mstep: Class 14 contains 36298 members 
Mstep: Class 15 contains 181406 members 
Mstep: Class 16 contains 23115 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 9969 members 
Mstep: Class 19 contains 164753 members 
Mstep: Class 20 contains 55168 members 
Mstep: Class 21 contains 2375 members 
Mstep: Class 22 contains 686 members 
Mstep: Class 23 contains 4372 members 
Mstep: Class 24 contains 3289 members 
Mstep: Class 25 contains 38681 members 
Mstep: Class 26 contains 60630 members 
Mstep: Class 27 contains 28735 members 
Mstep: Class 28 contains 470 members 
Mstep: Class 29 contains 43597 members 
Mstep: Class 30 contains 11012 members 
Mstep: Class 31 contains 6530 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8478 members 
Mstep: Class 34 contains 437 members 
Mstep: Class 35 contains 3414 members 
Mstep: Class 36 contains 8303 members 
Mstep: Class 37 contains 3931 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1851 members 
Mstep: Class 40 contains 19228 members 
Mstep: Class 41 contains 424 members 
Mstep: Class 42 contains 3013 members 
Mstep: Class 43 contains 4073 members 
Mstep: Class 44 contains 1403 members 
Mstep: Class 45 contains 22068 members 
Mstep: Class 46 contains 13094 members 
Mstep: Class 47 contains 306 members 
Mstep: Class 48 contains 8188 members 
Mstep: Class 49 contains 26857 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 619 members 
Mstep: Class 52 contains 309 members 
Mstep: Class 53 contains 3091 members 
Mstep: Class 54 contains 347 members 
Mstep: Class 55 contains 4749 members 
Mstep: Class 56 contains 17270 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 284 members 
Mstep: Class 60 contains 4795 members 
Mstep: Class 61 contains 1767 members 
Mstep: Class 62 contains 1052 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 8159 members 
Mstep: Class 65 contains 503 members 
Mstep: Class 66 contains 665 members 
Mstep: Class 67 contains 2650 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 711 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 6241 members 
Mstep: Class 75 contains 894 members 
Mstep: Class 76 contains 504 members 
Mstep: Class 77 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147546320.000000 Penalty: 267114.687500
Iteration 257Q: 78 clusters Score -1.475463e+08 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22689 members 
Mstep: Class 2 contains 3926 members 
Mstep: Class 3 contains 1068 members 
Mstep: Class 4 contains 223893 members 
Mstep: Class 5 contains 4104 members 
Mstep: Class 6 contains 2300 members 
Mstep: Class 7 contains 9382 members 
Mstep: Class 8 contains 13912 members 
Mstep: Class 9 contains 7485 members 
Mstep: Class 10 contains 27211 members 
Mstep: Class 11 contains 11595 members 
Mstep: Class 12 contains 1022 members 
Mstep: Class 13 contains 3428 members 
Mstep: Class 14 contains 36300 members 
Mstep: Class 15 contains 181397 members 
Mstep: Class 16 contains 23115 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 9969 members 
Mstep: Class 19 contains 164760 members 
Mstep: Class 20 contains 55164 members 
Mstep: Class 21 contains 2377 members 
Mstep: Class 22 contains 686 members 
Mstep: Class 23 contains 4372 members 
Mstep: Class 24 contains 3295 members 
Mstep: Class 25 contains 38675 members 
Mstep: Class 26 contains 60631 members 
Mstep: Class 27 contains 28734 members 
Mstep: Class 28 contains 470 members 
Mstep: Class 29 contains 43549 members 
Mstep: Class 30 contains 11007 members 
Mstep: Class 31 contains 6536 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8478 members 
Mstep: Class 34 contains 437 members 
Mstep: Class 35 contains 3414 members 
Mstep: Class 36 contains 8301 members 
Mstep: Class 37 contains 3932 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1851 members 
Mstep: Class 40 contains 19230 members 
Mstep: Class 41 contains 424 members 
Mstep: Class 42 contains 3012 members 
Mstep: Class 43 contains 4054 members 
Mstep: Class 44 contains 1403 members 
Mstep: Class 45 contains 22075 members 
Mstep: Class 46 contains 13094 members 
Mstep: Class 47 contains 306 members 
Mstep: Class 48 contains 8175 members 
Mstep: Class 49 contains 26854 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 619 members 
Mstep: Class 52 contains 309 members 
Mstep: Class 53 contains 3092 members 
Mstep: Class 54 contains 347 members 
Mstep: Class 55 contains 4755 members 
Mstep: Class 56 contains 17270 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 284 members 
Mstep: Class 60 contains 4795 members 
Mstep: Class 61 contains 1767 members 
Mstep: Class 62 contains 1052 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 8163 members 
Mstep: Class 65 contains 503 members 
Mstep: Class 66 contains 665 members 
Mstep: Class 67 contains 2650 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 711 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 6285 members 
Mstep: Class 75 contains 894 members 
Mstep: Class 76 contains 504 members 
Mstep: Class 77 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147546240.000000 Penalty: 267114.687500
Iteration 258Q: 78 clusters Score -1.475462e+08 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22688 members 
Mstep: Class 2 contains 3944 members 
Mstep: Class 3 contains 1068 members 
Mstep: Class 4 contains 223887 members 
Mstep: Class 5 contains 4104 members 
Mstep: Class 6 contains 2299 members 
Mstep: Class 7 contains 9380 members 
Mstep: Class 8 contains 13914 members 
Mstep: Class 9 contains 7485 members 
Mstep: Class 10 contains 27209 members 
Mstep: Class 11 contains 11596 members 
Mstep: Class 12 contains 1022 members 
Mstep: Class 13 contains 3436 members 
Mstep: Class 14 contains 36308 members 
Mstep: Class 15 contains 181390 members 
Mstep: Class 16 contains 23116 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 9969 members 
Mstep: Class 19 contains 164771 members 
Mstep: Class 20 contains 55163 members 
Mstep: Class 21 contains 2379 members 
Mstep: Class 22 contains 686 members 
Mstep: Class 23 contains 4372 members 
Mstep: Class 24 contains 3294 members 
Mstep: Class 25 contains 38670 members 
Mstep: Class 26 contains 60635 members 
Mstep: Class 27 contains 28736 members 
Mstep: Class 28 contains 470 members 
Mstep: Class 29 contains 43495 members 
Mstep: Class 30 contains 11000 members 
Mstep: Class 31 contains 6537 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8478 members 
Mstep: Class 34 contains 437 members 
Mstep: Class 35 contains 3414 members 
Mstep: Class 36 contains 8301 members 
Mstep: Class 37 contains 3932 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1851 members 
Mstep: Class 40 contains 19232 members 
Mstep: Class 41 contains 424 members 
Mstep: Class 42 contains 3012 members 
Mstep: Class 43 contains 4035 members 
Mstep: Class 44 contains 1403 members 
Mstep: Class 45 contains 22079 members 
Mstep: Class 46 contains 13095 members 
Mstep: Class 47 contains 306 members 
Mstep: Class 48 contains 8165 members 
Mstep: Class 49 contains 26854 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 619 members 
Mstep: Class 52 contains 309 members 
Mstep: Class 53 contains 3095 members 
Mstep: Class 54 contains 347 members 
Mstep: Class 55 contains 4760 members 
Mstep: Class 56 contains 17269 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 284 members 
Mstep: Class 60 contains 4795 members 
Mstep: Class 61 contains 1767 members 
Mstep: Class 62 contains 1052 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 8165 members 
Mstep: Class 65 contains 503 members 
Mstep: Class 66 contains 665 members 
Mstep: Class 67 contains 2650 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 711 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 6327 members 
Mstep: Class 75 contains 894 members 
Mstep: Class 76 contains 504 members 
Mstep: Class 77 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147546208.000000 Penalty: 267114.687500
Iteration 259Q: 78 clusters Score -1.475462e+08 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22685 members 
Mstep: Class 2 contains 3961 members 
Mstep: Class 3 contains 1068 members 
Mstep: Class 4 contains 223887 members 
Mstep: Class 5 contains 4104 members 
Mstep: Class 6 contains 2298 members 
Mstep: Class 7 contains 9380 members 
Mstep: Class 8 contains 13911 members 
Mstep: Class 9 contains 7484 members 
Mstep: Class 10 contains 27209 members 
Mstep: Class 11 contains 11597 members 
Mstep: Class 12 contains 1022 members 
Mstep: Class 13 contains 3444 members 
Mstep: Class 14 contains 36315 members 
Mstep: Class 15 contains 181386 members 
Mstep: Class 16 contains 23117 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 9969 members 
Mstep: Class 19 contains 164778 members 
Mstep: Class 20 contains 55156 members 
Mstep: Class 21 contains 2381 members 
Mstep: Class 22 contains 686 members 
Mstep: Class 23 contains 4372 members 
Mstep: Class 24 contains 3296 members 
Mstep: Class 25 contains 38670 members 
Mstep: Class 26 contains 60634 members 
Mstep: Class 27 contains 28736 members 
Mstep: Class 28 contains 470 members 
Mstep: Class 29 contains 43460 members 
Mstep: Class 30 contains 10994 members 
Mstep: Class 31 contains 6539 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8478 members 
Mstep: Class 34 contains 437 members 
Mstep: Class 35 contains 3413 members 
Mstep: Class 36 contains 8302 members 
Mstep: Class 37 contains 3933 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1852 members 
Mstep: Class 40 contains 19231 members 
Mstep: Class 41 contains 424 members 
Mstep: Class 42 contains 3011 members 
Mstep: Class 43 contains 4012 members 
Mstep: Class 44 contains 1403 members 
Mstep: Class 45 contains 22085 members 
Mstep: Class 46 contains 13095 members 
Mstep: Class 47 contains 306 members 
Mstep: Class 48 contains 8153 members 
Mstep: Class 49 contains 26854 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 619 members 
Mstep: Class 52 contains 309 members 
Mstep: Class 53 contains 3097 members 
Mstep: Class 54 contains 347 members 
Mstep: Class 55 contains 4764 members 
Mstep: Class 56 contains 17269 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 284 members 
Mstep: Class 60 contains 4795 members 
Mstep: Class 61 contains 1767 members 
Mstep: Class 62 contains 1052 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 8169 members 
Mstep: Class 65 contains 503 members 
Mstep: Class 66 contains 665 members 
Mstep: Class 67 contains 2650 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 711 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 6360 members 
Mstep: Class 75 contains 894 members 
Mstep: Class 76 contains 504 members 
Mstep: Class 77 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147546144.000000 Penalty: 267114.687500
Iteration 260F: 78 clusters Score -1.475461e+08 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22683 members 
Mstep: Class 2 contains 3973 members 
Mstep: Class 3 contains 1067 members 
Mstep: Class 4 contains 223883 members 
Mstep: Class 5 contains 4104 members 
Mstep: Class 6 contains 2295 members 
Mstep: Class 7 contains 9382 members 
Mstep: Class 8 contains 13910 members 
Mstep: Class 9 contains 7484 members 
Mstep: Class 10 contains 27209 members 
Mstep: Class 11 contains 11599 members 
Mstep: Class 12 contains 1021 members 
Mstep: Class 13 contains 3453 members 
Mstep: Class 14 contains 36318 members 
Mstep: Class 15 contains 181389 members 
Mstep: Class 16 contains 23117 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 9969 members 
Mstep: Class 19 contains 164786 members 
Mstep: Class 20 contains 55149 members 
Mstep: Class 21 contains 2382 members 
Mstep: Class 22 contains 686 members 
Mstep: Class 23 contains 4373 members 
Mstep: Class 24 contains 3294 members 
Mstep: Class 25 contains 38665 members 
Mstep: Class 26 contains 60631 members 
Mstep: Class 27 contains 28739 members 
Mstep: Class 28 contains 470 members 
Mstep: Class 29 contains 43418 members 
Mstep: Class 30 contains 10984 members 
Mstep: Class 31 contains 6540 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8479 members 
Mstep: Class 34 contains 437 members 
Mstep: Class 35 contains 3412 members 
Mstep: Class 36 contains 8304 members 
Mstep: Class 37 contains 3933 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1854 members 
Mstep: Class 40 contains 19228 members 
Mstep: Class 41 contains 424 members 
Mstep: Class 42 contains 3011 members 
Mstep: Class 43 contains 3987 members 
Mstep: Class 44 contains 1403 members 
Mstep: Class 45 contains 22092 members 
Mstep: Class 46 contains 13094 members 
Mstep: Class 47 contains 306 members 
Mstep: Class 48 contains 8141 members 
Mstep: Class 49 contains 26854 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 621 members 
Mstep: Class 52 contains 309 members 
Mstep: Class 53 contains 3097 members 
Mstep: Class 54 contains 347 members 
Mstep: Class 55 contains 4766 members 
Mstep: Class 56 contains 17271 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 284 members 
Mstep: Class 60 contains 4794 members 
Mstep: Class 61 contains 1767 members 
Mstep: Class 62 contains 1052 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 8172 members 
Mstep: Class 65 contains 503 members 
Mstep: Class 66 contains 665 members 
Mstep: Class 67 contains 2650 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 711 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 6418 members 
Mstep: Class 75 contains 894 members 
Mstep: Class 76 contains 504 members 
Mstep: Class 77 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147546400.000000 Penalty: 267114.687500
Iteration 261Q: 78 clusters Score -1.475464e+08 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22681 members 
Mstep: Class 2 contains 3985 members 
Mstep: Class 3 contains 1063 members 
Mstep: Class 4 contains 223880 members 
Mstep: Class 5 contains 4104 members 
Mstep: Class 6 contains 2293 members 
Mstep: Class 7 contains 9382 members 
Mstep: Class 8 contains 13906 members 
Mstep: Class 9 contains 7484 members 
Mstep: Class 10 contains 27209 members 
Mstep: Class 11 contains 11603 members 
Mstep: Class 12 contains 1020 members 
Mstep: Class 13 contains 3466 members 
Mstep: Class 14 contains 36327 members 
Mstep: Class 15 contains 181391 members 
Mstep: Class 16 contains 23117 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 9968 members 
Mstep: Class 19 contains 164792 members 
Mstep: Class 20 contains 55145 members 
Mstep: Class 21 contains 2386 members 
Mstep: Class 22 contains 686 members 
Mstep: Class 23 contains 4373 members 
Mstep: Class 24 contains 3301 members 
Mstep: Class 25 contains 38666 members 
Mstep: Class 26 contains 60632 members 
Mstep: Class 27 contains 28740 members 
Mstep: Class 28 contains 470 members 
Mstep: Class 29 contains 43367 members 
Mstep: Class 30 contains 10970 members 
Mstep: Class 31 contains 6540 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8480 members 
Mstep: Class 34 contains 437 members 
Mstep: Class 35 contains 3410 members 
Mstep: Class 36 contains 8300 members 
Mstep: Class 37 contains 3933 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1854 members 
Mstep: Class 40 contains 19228 members 
Mstep: Class 41 contains 424 members 
Mstep: Class 42 contains 3011 members 
Mstep: Class 43 contains 3962 members 
Mstep: Class 44 contains 1403 members 
Mstep: Class 45 contains 22096 members 
Mstep: Class 46 contains 13092 members 
Mstep: Class 47 contains 306 members 
Mstep: Class 48 contains 8130 members 
Mstep: Class 49 contains 26855 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 626 members 
Mstep: Class 52 contains 309 members 
Mstep: Class 53 contains 3095 members 
Mstep: Class 54 contains 347 members 
Mstep: Class 55 contains 4770 members 
Mstep: Class 56 contains 17272 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 284 members 
Mstep: Class 60 contains 4794 members 
Mstep: Class 61 contains 1767 members 
Mstep: Class 62 contains 1052 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 8174 members 
Mstep: Class 65 contains 503 members 
Mstep: Class 66 contains 665 members 
Mstep: Class 67 contains 2650 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 711 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 6472 members 
Mstep: Class 75 contains 894 members 
Mstep: Class 76 contains 504 members 
Mstep: Class 77 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147546320.000000 Penalty: 267114.687500
Iteration 262Q: 78 clusters Score -1.475463e+08 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22679 members 
Mstep: Class 2 contains 3996 members 
Mstep: Class 3 contains 1061 members 
Mstep: Class 4 contains 223879 members 
Mstep: Class 5 contains 4104 members 
Mstep: Class 6 contains 2291 members 
Mstep: Class 7 contains 9379 members 
Mstep: Class 8 contains 13905 members 
Mstep: Class 9 contains 7484 members 
Mstep: Class 10 contains 27208 members 
Mstep: Class 11 contains 11603 members 
Mstep: Class 12 contains 1020 members 
Mstep: Class 13 contains 3478 members 
Mstep: Class 14 contains 36343 members 
Mstep: Class 15 contains 181390 members 
Mstep: Class 16 contains 23117 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 9968 members 
Mstep: Class 19 contains 164810 members 
Mstep: Class 20 contains 55145 members 
Mstep: Class 21 contains 2389 members 
Mstep: Class 22 contains 686 members 
Mstep: Class 23 contains 4373 members 
Mstep: Class 24 contains 3302 members 
Mstep: Class 25 contains 38666 members 
Mstep: Class 26 contains 60633 members 
Mstep: Class 27 contains 28741 members 
Mstep: Class 28 contains 470 members 
Mstep: Class 29 contains 43307 members 
Mstep: Class 30 contains 10957 members 
Mstep: Class 31 contains 6540 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8484 members 
Mstep: Class 34 contains 437 members 
Mstep: Class 35 contains 3411 members 
Mstep: Class 36 contains 8298 members 
Mstep: Class 37 contains 3933 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1855 members 
Mstep: Class 40 contains 19227 members 
Mstep: Class 41 contains 424 members 
Mstep: Class 42 contains 3011 members 
Mstep: Class 43 contains 3951 members 
Mstep: Class 44 contains 1402 members 
Mstep: Class 45 contains 22090 members 
Mstep: Class 46 contains 13092 members 
Mstep: Class 47 contains 306 members 
Mstep: Class 48 contains 8113 members 
Mstep: Class 49 contains 26854 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 629 members 
Mstep: Class 52 contains 309 members 
Mstep: Class 53 contains 3093 members 
Mstep: Class 54 contains 347 members 
Mstep: Class 55 contains 4777 members 
Mstep: Class 56 contains 17273 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 284 members 
Mstep: Class 60 contains 4795 members 
Mstep: Class 61 contains 1767 members 
Mstep: Class 62 contains 1052 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 8173 members 
Mstep: Class 65 contains 503 members 
Mstep: Class 66 contains 665 members 
Mstep: Class 67 contains 2650 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 711 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 6519 members 
Mstep: Class 75 contains 894 members 
Mstep: Class 76 contains 504 members 
Mstep: Class 77 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147546400.000000 Penalty: 267114.687500
Iteration 263Q: 78 clusters Score -1.475464e+08 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22678 members 
Mstep: Class 2 contains 4007 members 
Mstep: Class 3 contains 1057 members 
Mstep: Class 4 contains 223880 members 
Mstep: Class 5 contains 4104 members 
Mstep: Class 6 contains 2292 members 
Mstep: Class 7 contains 9377 members 
Mstep: Class 8 contains 13908 members 
Mstep: Class 9 contains 7484 members 
Mstep: Class 10 contains 27208 members 
Mstep: Class 11 contains 11603 members 
Mstep: Class 12 contains 1020 members 
Mstep: Class 13 contains 3486 members 
Mstep: Class 14 contains 36347 members 
Mstep: Class 15 contains 181382 members 
Mstep: Class 16 contains 23116 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 9968 members 
Mstep: Class 19 contains 164827 members 
Mstep: Class 20 contains 55141 members 
Mstep: Class 21 contains 2393 members 
Mstep: Class 22 contains 686 members 
Mstep: Class 23 contains 4373 members 
Mstep: Class 24 contains 3304 members 
Mstep: Class 25 contains 38667 members 
Mstep: Class 26 contains 60632 members 
Mstep: Class 27 contains 28744 members 
Mstep: Class 28 contains 470 members 
Mstep: Class 29 contains 43257 members 
Mstep: Class 30 contains 10948 members 
Mstep: Class 31 contains 6539 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8484 members 
Mstep: Class 34 contains 437 members 
Mstep: Class 35 contains 3412 members 
Mstep: Class 36 contains 8299 members 
Mstep: Class 37 contains 3934 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1858 members 
Mstep: Class 40 contains 19227 members 
Mstep: Class 41 contains 424 members 
Mstep: Class 42 contains 3011 members 
Mstep: Class 43 contains 3943 members 
Mstep: Class 44 contains 1402 members 
Mstep: Class 45 contains 22090 members 
Mstep: Class 46 contains 13092 members 
Mstep: Class 47 contains 306 members 
Mstep: Class 48 contains 8098 members 
Mstep: Class 49 contains 26855 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 633 members 
Mstep: Class 52 contains 309 members 
Mstep: Class 53 contains 3094 members 
Mstep: Class 54 contains 347 members 
Mstep: Class 55 contains 4779 members 
Mstep: Class 56 contains 17273 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 284 members 
Mstep: Class 60 contains 4795 members 
Mstep: Class 61 contains 1767 members 
Mstep: Class 62 contains 1052 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 8173 members 
Mstep: Class 65 contains 503 members 
Mstep: Class 66 contains 665 members 
Mstep: Class 67 contains 2650 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 711 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 6554 members 
Mstep: Class 75 contains 894 members 
Mstep: Class 76 contains 504 members 
Mstep: Class 77 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147546544.000000 Penalty: 267114.687500
Iteration 264Q: 78 clusters Score -1.475465e+08 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22676 members 
Mstep: Class 2 contains 4009 members 
Mstep: Class 3 contains 1055 members 
Mstep: Class 4 contains 223877 members 
Mstep: Class 5 contains 4104 members 
Mstep: Class 6 contains 2293 members 
Mstep: Class 7 contains 9377 members 
Mstep: Class 8 contains 13905 members 
Mstep: Class 9 contains 7484 members 
Mstep: Class 10 contains 27208 members 
Mstep: Class 11 contains 11604 members 
Mstep: Class 12 contains 1021 members 
Mstep: Class 13 contains 3489 members 
Mstep: Class 14 contains 36350 members 
Mstep: Class 15 contains 181377 members 
Mstep: Class 16 contains 23116 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 9968 members 
Mstep: Class 19 contains 164834 members 
Mstep: Class 20 contains 55137 members 
Mstep: Class 21 contains 2397 members 
Mstep: Class 22 contains 686 members 
Mstep: Class 23 contains 4373 members 
Mstep: Class 24 contains 3304 members 
Mstep: Class 25 contains 38666 members 
Mstep: Class 26 contains 60633 members 
Mstep: Class 27 contains 28747 members 
Mstep: Class 28 contains 470 members 
Mstep: Class 29 contains 43229 members 
Mstep: Class 30 contains 10942 members 
Mstep: Class 31 contains 6540 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8484 members 
Mstep: Class 34 contains 437 members 
Mstep: Class 35 contains 3412 members 
Mstep: Class 36 contains 8299 members 
Mstep: Class 37 contains 3934 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1859 members 
Mstep: Class 40 contains 19227 members 
Mstep: Class 41 contains 424 members 
Mstep: Class 42 contains 3011 members 
Mstep: Class 43 contains 3929 members 
Mstep: Class 44 contains 1402 members 
Mstep: Class 45 contains 22102 members 
Mstep: Class 46 contains 13093 members 
Mstep: Class 47 contains 306 members 
Mstep: Class 48 contains 8085 members 
Mstep: Class 49 contains 26854 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 634 members 
Mstep: Class 52 contains 309 members 
Mstep: Class 53 contains 3095 members 
Mstep: Class 54 contains 347 members 
Mstep: Class 55 contains 4781 members 
Mstep: Class 56 contains 17273 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 284 members 
Mstep: Class 60 contains 4795 members 
Mstep: Class 61 contains 1767 members 
Mstep: Class 62 contains 1052 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 8173 members 
Mstep: Class 65 contains 503 members 
Mstep: Class 66 contains 665 members 
Mstep: Class 67 contains 2651 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 711 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 6591 members 
Mstep: Class 75 contains 893 members 
Mstep: Class 76 contains 504 members 
Mstep: Class 77 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147546784.000000 Penalty: 267114.687500
Iteration 265Q: 78 clusters Score -1.475468e+08 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22676 members 
Mstep: Class 2 contains 4016 members 
Mstep: Class 3 contains 1056 members 
Mstep: Class 4 contains 223877 members 
Mstep: Class 5 contains 4104 members 
Mstep: Class 6 contains 2294 members 
Mstep: Class 7 contains 9376 members 
Mstep: Class 8 contains 13906 members 
Mstep: Class 9 contains 7484 members 
Mstep: Class 10 contains 27208 members 
Mstep: Class 11 contains 11605 members 
Mstep: Class 12 contains 1022 members 
Mstep: Class 13 contains 3492 members 
Mstep: Class 14 contains 36354 members 
Mstep: Class 15 contains 181374 members 
Mstep: Class 16 contains 23117 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 9968 members 
Mstep: Class 19 contains 164831 members 
Mstep: Class 20 contains 55135 members 
Mstep: Class 21 contains 2401 members 
Mstep: Class 22 contains 686 members 
Mstep: Class 23 contains 4373 members 
Mstep: Class 24 contains 3305 members 
Mstep: Class 25 contains 38665 members 
Mstep: Class 26 contains 60635 members 
Mstep: Class 27 contains 28748 members 
Mstep: Class 28 contains 470 members 
Mstep: Class 29 contains 43206 members 
Mstep: Class 30 contains 10937 members 
Mstep: Class 31 contains 6541 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8484 members 
Mstep: Class 34 contains 437 members 
Mstep: Class 35 contains 3411 members 
Mstep: Class 36 contains 8299 members 
Mstep: Class 37 contains 3934 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1860 members 
Mstep: Class 40 contains 19227 members 
Mstep: Class 41 contains 424 members 
Mstep: Class 42 contains 3011 members 
Mstep: Class 43 contains 3911 members 
Mstep: Class 44 contains 1401 members 
Mstep: Class 45 contains 22105 members 
Mstep: Class 46 contains 13092 members 
Mstep: Class 47 contains 306 members 
Mstep: Class 48 contains 8070 members 
Mstep: Class 49 contains 26852 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 633 members 
Mstep: Class 52 contains 309 members 
Mstep: Class 53 contains 3095 members 
Mstep: Class 54 contains 347 members 
Mstep: Class 55 contains 4784 members 
Mstep: Class 56 contains 17272 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 284 members 
Mstep: Class 60 contains 4799 members 
Mstep: Class 61 contains 1767 members 
Mstep: Class 62 contains 1052 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 8173 members 
Mstep: Class 65 contains 503 members 
Mstep: Class 66 contains 665 members 
Mstep: Class 67 contains 2652 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 711 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 6629 members 
Mstep: Class 75 contains 892 members 
Mstep: Class 76 contains 504 members 
Mstep: Class 77 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147546720.000000 Penalty: 267114.687500
Iteration 266Q: 78 clusters Score -1.475467e+08 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22676 members 
Mstep: Class 2 contains 4020 members 
Mstep: Class 3 contains 1056 members 
Mstep: Class 4 contains 223875 members 
Mstep: Class 5 contains 4104 members 
Mstep: Class 6 contains 2291 members 
Mstep: Class 7 contains 9375 members 
Mstep: Class 8 contains 13906 members 
Mstep: Class 9 contains 7484 members 
Mstep: Class 10 contains 27209 members 
Mstep: Class 11 contains 11604 members 
Mstep: Class 12 contains 1022 members 
Mstep: Class 13 contains 3489 members 
Mstep: Class 14 contains 36361 members 
Mstep: Class 15 contains 181370 members 
Mstep: Class 16 contains 23116 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 9967 members 
Mstep: Class 19 contains 164831 members 
Mstep: Class 20 contains 55137 members 
Mstep: Class 21 contains 2404 members 
Mstep: Class 22 contains 686 members 
Mstep: Class 23 contains 4373 members 
Mstep: Class 24 contains 3305 members 
Mstep: Class 25 contains 38665 members 
Mstep: Class 26 contains 60634 members 
Mstep: Class 27 contains 28752 members 
Mstep: Class 28 contains 470 members 
Mstep: Class 29 contains 43190 members 
Mstep: Class 30 contains 10930 members 
Mstep: Class 31 contains 6542 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8484 members 
Mstep: Class 34 contains 437 members 
Mstep: Class 35 contains 3411 members 
Mstep: Class 36 contains 8301 members 
Mstep: Class 37 contains 3934 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1862 members 
Mstep: Class 40 contains 19227 members 
Mstep: Class 41 contains 424 members 
Mstep: Class 42 contains 3011 members 
Mstep: Class 43 contains 3885 members 
Mstep: Class 44 contains 1401 members 
Mstep: Class 45 contains 22119 members 
Mstep: Class 46 contains 13093 members 
Mstep: Class 47 contains 306 members 
Mstep: Class 48 contains 8053 members 
Mstep: Class 49 contains 26852 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 632 members 
Mstep: Class 52 contains 309 members 
Mstep: Class 53 contains 3095 members 
Mstep: Class 54 contains 347 members 
Mstep: Class 55 contains 4786 members 
Mstep: Class 56 contains 17272 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 284 members 
Mstep: Class 60 contains 4801 members 
Mstep: Class 61 contains 1767 members 
Mstep: Class 62 contains 1052 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 8173 members 
Mstep: Class 65 contains 503 members 
Mstep: Class 66 contains 665 members 
Mstep: Class 67 contains 2652 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 711 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 6667 members 
Mstep: Class 75 contains 892 members 
Mstep: Class 76 contains 504 members 
Mstep: Class 77 contains 631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147546864.000000 Penalty: 267114.687500
Iteration 267Q: 78 clusters Score -1.475469e+08 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22676 members 
Mstep: Class 2 contains 4025 members 
Mstep: Class 3 contains 1058 members 
Mstep: Class 4 contains 223873 members 
Mstep: Class 5 contains 4104 members 
Mstep: Class 6 contains 2290 members 
Mstep: Class 7 contains 9374 members 
Mstep: Class 8 contains 13904 members 
Mstep: Class 9 contains 7484 members 
Mstep: Class 10 contains 27209 members 
Mstep: Class 11 contains 11605 members 
Mstep: Class 12 contains 1022 members 
Mstep: Class 13 contains 3488 members 
Mstep: Class 14 contains 36366 members 
Mstep: Class 15 contains 181365 members 
Mstep: Class 16 contains 23115 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 9966 members 
Mstep: Class 19 contains 164831 members 
Mstep: Class 20 contains 55138 members 
Mstep: Class 21 contains 2406 members 
Mstep: Class 22 contains 686 members 
Mstep: Class 23 contains 4373 members 
Mstep: Class 24 contains 3302 members 
Mstep: Class 25 contains 38663 members 
Mstep: Class 26 contains 60633 members 
Mstep: Class 27 contains 28753 members 
Mstep: Class 28 contains 470 members 
Mstep: Class 29 contains 43176 members 
Mstep: Class 30 contains 10923 members 
Mstep: Class 31 contains 6543 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8484 members 
Mstep: Class 34 contains 437 members 
Mstep: Class 35 contains 3412 members 
Mstep: Class 36 contains 8301 members 
Mstep: Class 37 contains 3934 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1862 members 
Mstep: Class 40 contains 19228 members 
Mstep: Class 41 contains 424 members 
Mstep: Class 42 contains 3011 members 
Mstep: Class 43 contains 3865 members 
Mstep: Class 44 contains 1401 members 
Mstep: Class 45 contains 22125 members 
Mstep: Class 46 contains 13094 members 
Mstep: Class 47 contains 306 members 
Mstep: Class 48 contains 8033 members 
Mstep: Class 49 contains 26851 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 630 members 
Mstep: Class 52 contains 309 members 
Mstep: Class 53 contains 3096 members 
Mstep: Class 54 contains 347 members 
Mstep: Class 55 contains 4788 members 
Mstep: Class 56 contains 17272 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 284 members 
Mstep: Class 60 contains 4802 members 
Mstep: Class 61 contains 1767 members 
Mstep: Class 62 contains 1052 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 8173 members 
Mstep: Class 65 contains 503 members 
Mstep: Class 66 contains 665 members 
Mstep: Class 67 contains 2652 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 711 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 6720 members 
Mstep: Class 75 contains 892 members 
Mstep: Class 76 contains 504 members 
Mstep: Class 77 contains 631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147546928.000000 Penalty: 267114.687500
Iteration 268Q: 78 clusters Score -1.475469e+08 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22677 members 
Mstep: Class 2 contains 4035 members 
Mstep: Class 3 contains 1062 members 
Mstep: Class 4 contains 223872 members 
Mstep: Class 5 contains 4104 members 
Mstep: Class 6 contains 2292 members 
Mstep: Class 7 contains 9373 members 
Mstep: Class 8 contains 13903 members 
Mstep: Class 9 contains 7485 members 
Mstep: Class 10 contains 27209 members 
Mstep: Class 11 contains 11607 members 
Mstep: Class 12 contains 1022 members 
Mstep: Class 13 contains 3491 members 
Mstep: Class 14 contains 36367 members 
Mstep: Class 15 contains 181360 members 
Mstep: Class 16 contains 23113 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 9968 members 
Mstep: Class 19 contains 164830 members 
Mstep: Class 20 contains 55147 members 
Mstep: Class 21 contains 2408 members 
Mstep: Class 22 contains 686 members 
Mstep: Class 23 contains 4373 members 
Mstep: Class 24 contains 3301 members 
Mstep: Class 25 contains 38657 members 
Mstep: Class 26 contains 60632 members 
Mstep: Class 27 contains 28753 members 
Mstep: Class 28 contains 470 members 
Mstep: Class 29 contains 43160 members 
Mstep: Class 30 contains 10916 members 
Mstep: Class 31 contains 6543 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8484 members 
Mstep: Class 34 contains 437 members 
Mstep: Class 35 contains 3412 members 
Mstep: Class 36 contains 8300 members 
Mstep: Class 37 contains 3934 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1862 members 
Mstep: Class 40 contains 19227 members 
Mstep: Class 41 contains 424 members 
Mstep: Class 42 contains 3011 members 
Mstep: Class 43 contains 3850 members 
Mstep: Class 44 contains 1401 members 
Mstep: Class 45 contains 22137 members 
Mstep: Class 46 contains 13090 members 
Mstep: Class 47 contains 306 members 
Mstep: Class 48 contains 8017 members 
Mstep: Class 49 contains 26849 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 627 members 
Mstep: Class 52 contains 309 members 
Mstep: Class 53 contains 3096 members 
Mstep: Class 54 contains 347 members 
Mstep: Class 55 contains 4788 members 
Mstep: Class 56 contains 17272 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 284 members 
Mstep: Class 60 contains 4805 members 
Mstep: Class 61 contains 1768 members 
Mstep: Class 62 contains 1052 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 8175 members 
Mstep: Class 65 contains 503 members 
Mstep: Class 66 contains 665 members 
Mstep: Class 67 contains 2651 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 711 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 6750 members 
Mstep: Class 75 contains 892 members 
Mstep: Class 76 contains 504 members 
Mstep: Class 77 contains 631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147546816.000000 Penalty: 267114.687500
Iteration 269Q: 78 clusters Score -1.475468e+08 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22677 members 
Mstep: Class 2 contains 4048 members 
Mstep: Class 3 contains 1068 members 
Mstep: Class 4 contains 223874 members 
Mstep: Class 5 contains 4104 members 
Mstep: Class 6 contains 2293 members 
Mstep: Class 7 contains 9376 members 
Mstep: Class 8 contains 13904 members 
Mstep: Class 9 contains 7485 members 
Mstep: Class 10 contains 27210 members 
Mstep: Class 11 contains 11609 members 
Mstep: Class 12 contains 1023 members 
Mstep: Class 13 contains 3494 members 
Mstep: Class 14 contains 36373 members 
Mstep: Class 15 contains 181354 members 
Mstep: Class 16 contains 23111 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 9969 members 
Mstep: Class 19 contains 164828 members 
Mstep: Class 20 contains 55147 members 
Mstep: Class 21 contains 2410 members 
Mstep: Class 22 contains 686 members 
Mstep: Class 23 contains 4373 members 
Mstep: Class 24 contains 3301 members 
Mstep: Class 25 contains 38655 members 
Mstep: Class 26 contains 60628 members 
Mstep: Class 27 contains 28754 members 
Mstep: Class 28 contains 470 members 
Mstep: Class 29 contains 43141 members 
Mstep: Class 30 contains 10912 members 
Mstep: Class 31 contains 6544 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8484 members 
Mstep: Class 34 contains 437 members 
Mstep: Class 35 contains 3412 members 
Mstep: Class 36 contains 8299 members 
Mstep: Class 37 contains 3934 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1862 members 
Mstep: Class 40 contains 19225 members 
Mstep: Class 41 contains 424 members 
Mstep: Class 42 contains 3011 members 
Mstep: Class 43 contains 3830 members 
Mstep: Class 44 contains 1401 members 
Mstep: Class 45 contains 22141 members 
Mstep: Class 46 contains 13088 members 
Mstep: Class 47 contains 306 members 
Mstep: Class 48 contains 8003 members 
Mstep: Class 49 contains 26847 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 622 members 
Mstep: Class 52 contains 309 members 
Mstep: Class 53 contains 3097 members 
Mstep: Class 54 contains 347 members 
Mstep: Class 55 contains 4789 members 
Mstep: Class 56 contains 17272 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 284 members 
Mstep: Class 60 contains 4806 members 
Mstep: Class 61 contains 1768 members 
Mstep: Class 62 contains 1052 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 8179 members 
Mstep: Class 65 contains 503 members 
Mstep: Class 66 contains 665 members 
Mstep: Class 67 contains 2649 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 711 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 6782 members 
Mstep: Class 75 contains 892 members 
Mstep: Class 76 contains 504 members 
Mstep: Class 77 contains 631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147546720.000000 Penalty: 267114.687500
Iteration 270Q: 78 clusters Score -1.475467e+08 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22677 members 
Mstep: Class 2 contains 4057 members 
Mstep: Class 3 contains 1073 members 
Mstep: Class 4 contains 223873 members 
Mstep: Class 5 contains 4104 members 
Mstep: Class 6 contains 2295 members 
Mstep: Class 7 contains 9376 members 
Mstep: Class 8 contains 13899 members 
Mstep: Class 9 contains 7485 members 
Mstep: Class 10 contains 27210 members 
Mstep: Class 11 contains 11614 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 13 contains 3497 members 
Mstep: Class 14 contains 36384 members 
Mstep: Class 15 contains 181350 members 
Mstep: Class 16 contains 23111 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 9965 members 
Mstep: Class 19 contains 164827 members 
Mstep: Class 20 contains 55145 members 
Mstep: Class 21 contains 2414 members 
Mstep: Class 22 contains 686 members 
Mstep: Class 23 contains 4373 members 
Mstep: Class 24 contains 3300 members 
Mstep: Class 25 contains 38656 members 
Mstep: Class 26 contains 60626 members 
Mstep: Class 27 contains 28757 members 
Mstep: Class 28 contains 470 members 
Mstep: Class 29 contains 43116 members 
Mstep: Class 30 contains 10900 members 
Mstep: Class 31 contains 6546 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8484 members 
Mstep: Class 34 contains 437 members 
Mstep: Class 35 contains 3412 members 
Mstep: Class 36 contains 8301 members 
Mstep: Class 37 contains 3934 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1862 members 
Mstep: Class 40 contains 19223 members 
Mstep: Class 41 contains 424 members 
Mstep: Class 42 contains 3011 members 
Mstep: Class 43 contains 3813 members 
Mstep: Class 44 contains 1402 members 
Mstep: Class 45 contains 22146 members 
Mstep: Class 46 contains 13086 members 
Mstep: Class 47 contains 306 members 
Mstep: Class 48 contains 7985 members 
Mstep: Class 49 contains 26847 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 617 members 
Mstep: Class 52 contains 309 members 
Mstep: Class 53 contains 3097 members 
Mstep: Class 54 contains 347 members 
Mstep: Class 55 contains 4790 members 
Mstep: Class 56 contains 17271 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 284 members 
Mstep: Class 60 contains 4807 members 
Mstep: Class 61 contains 1768 members 
Mstep: Class 62 contains 1052 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 8184 members 
Mstep: Class 65 contains 503 members 
Mstep: Class 66 contains 665 members 
Mstep: Class 67 contains 2647 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 711 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 6825 members 
Mstep: Class 75 contains 892 members 
Mstep: Class 76 contains 504 members 
Mstep: Class 77 contains 631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147546800.000000 Penalty: 267114.687500
Iteration 271Q: 78 clusters Score -1.475468e+08 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22677 members 
Mstep: Class 2 contains 4061 members 
Mstep: Class 3 contains 1074 members 
Mstep: Class 4 contains 223874 members 
Mstep: Class 5 contains 4104 members 
Mstep: Class 6 contains 2296 members 
Mstep: Class 7 contains 9376 members 
Mstep: Class 8 contains 13900 members 
Mstep: Class 9 contains 7485 members 
Mstep: Class 10 contains 27210 members 
Mstep: Class 11 contains 11617 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 13 contains 3495 members 
Mstep: Class 14 contains 36390 members 
Mstep: Class 15 contains 181345 members 
Mstep: Class 16 contains 23111 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 9962 members 
Mstep: Class 19 contains 164825 members 
Mstep: Class 20 contains 55139 members 
Mstep: Class 21 contains 2417 members 
Mstep: Class 22 contains 686 members 
Mstep: Class 23 contains 4373 members 
Mstep: Class 24 contains 3301 members 
Mstep: Class 25 contains 38656 members 
Mstep: Class 26 contains 60626 members 
Mstep: Class 27 contains 28763 members 
Mstep: Class 28 contains 470 members 
Mstep: Class 29 contains 43077 members 
Mstep: Class 30 contains 10887 members 
Mstep: Class 31 contains 6548 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8484 members 
Mstep: Class 34 contains 437 members 
Mstep: Class 35 contains 3413 members 
Mstep: Class 36 contains 8299 members 
Mstep: Class 37 contains 3934 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1863 members 
Mstep: Class 40 contains 19223 members 
Mstep: Class 41 contains 424 members 
Mstep: Class 42 contains 3011 members 
Mstep: Class 43 contains 3798 members 
Mstep: Class 44 contains 1401 members 
Mstep: Class 45 contains 22155 members 
Mstep: Class 46 contains 13086 members 
Mstep: Class 47 contains 306 members 
Mstep: Class 48 contains 7979 members 
Mstep: Class 49 contains 26845 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 616 members 
Mstep: Class 52 contains 309 members 
Mstep: Class 53 contains 3097 members 
Mstep: Class 54 contains 347 members 
Mstep: Class 55 contains 4791 members 
Mstep: Class 56 contains 17271 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 284 members 
Mstep: Class 60 contains 4808 members 
Mstep: Class 61 contains 1768 members 
Mstep: Class 62 contains 1052 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 8185 members 
Mstep: Class 65 contains 503 members 
Mstep: Class 66 contains 665 members 
Mstep: Class 67 contains 2648 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 711 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 6878 members 
Mstep: Class 75 contains 892 members 
Mstep: Class 76 contains 504 members 
Mstep: Class 77 contains 631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147546592.000000 Penalty: 267114.687500
Iteration 272Q: 78 clusters Score -1.475466e+08 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22676 members 
Mstep: Class 2 contains 4066 members 
Mstep: Class 3 contains 1074 members 
Mstep: Class 4 contains 223870 members 
Mstep: Class 5 contains 4104 members 
Mstep: Class 6 contains 2299 members 
Mstep: Class 7 contains 9376 members 
Mstep: Class 8 contains 13905 members 
Mstep: Class 9 contains 7484 members 
Mstep: Class 10 contains 27210 members 
Mstep: Class 11 contains 11618 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 13 contains 3498 members 
Mstep: Class 14 contains 36390 members 
Mstep: Class 15 contains 181343 members 
Mstep: Class 16 contains 23108 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 9962 members 
Mstep: Class 19 contains 164826 members 
Mstep: Class 20 contains 55145 members 
Mstep: Class 21 contains 2420 members 
Mstep: Class 22 contains 686 members 
Mstep: Class 23 contains 4373 members 
Mstep: Class 24 contains 3302 members 
Mstep: Class 25 contains 38651 members 
Mstep: Class 26 contains 60626 members 
Mstep: Class 27 contains 28764 members 
Mstep: Class 28 contains 470 members 
Mstep: Class 29 contains 43038 members 
Mstep: Class 30 contains 10881 members 
Mstep: Class 31 contains 6550 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8484 members 
Mstep: Class 34 contains 437 members 
Mstep: Class 35 contains 3413 members 
Mstep: Class 36 contains 8299 members 
Mstep: Class 37 contains 3934 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1863 members 
Mstep: Class 40 contains 19222 members 
Mstep: Class 41 contains 424 members 
Mstep: Class 42 contains 3011 members 
Mstep: Class 43 contains 3779 members 
Mstep: Class 44 contains 1401 members 
Mstep: Class 45 contains 22159 members 
Mstep: Class 46 contains 13084 members 
Mstep: Class 47 contains 306 members 
Mstep: Class 48 contains 7972 members 
Mstep: Class 49 contains 26842 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 616 members 
Mstep: Class 52 contains 309 members 
Mstep: Class 53 contains 3097 members 
Mstep: Class 54 contains 347 members 
Mstep: Class 55 contains 4793 members 
Mstep: Class 56 contains 17273 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 284 members 
Mstep: Class 60 contains 4811 members 
Mstep: Class 61 contains 1768 members 
Mstep: Class 62 contains 1052 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 8190 members 
Mstep: Class 65 contains 503 members 
Mstep: Class 66 contains 665 members 
Mstep: Class 67 contains 2648 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 711 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 6924 members 
Mstep: Class 75 contains 892 members 
Mstep: Class 76 contains 504 members 
Mstep: Class 77 contains 631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147546640.000000 Penalty: 267114.687500
Iteration 273Q: 78 clusters Score -1.475466e+08 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22676 members 
Mstep: Class 2 contains 4071 members 
Mstep: Class 3 contains 1074 members 
Mstep: Class 4 contains 223864 members 
Mstep: Class 5 contains 4104 members 
Mstep: Class 6 contains 2300 members 
Mstep: Class 7 contains 9374 members 
Mstep: Class 8 contains 13907 members 
Mstep: Class 9 contains 7484 members 
Mstep: Class 10 contains 27209 members 
Mstep: Class 11 contains 11621 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 13 contains 3496 members 
Mstep: Class 14 contains 36393 members 
Mstep: Class 15 contains 181343 members 
Mstep: Class 16 contains 23107 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 9963 members 
Mstep: Class 19 contains 164828 members 
Mstep: Class 20 contains 55146 members 
Mstep: Class 21 contains 2422 members 
Mstep: Class 22 contains 686 members 
Mstep: Class 23 contains 4373 members 
Mstep: Class 24 contains 3301 members 
Mstep: Class 25 contains 38651 members 
Mstep: Class 26 contains 60630 members 
Mstep: Class 27 contains 28766 members 
Mstep: Class 28 contains 470 members 
Mstep: Class 29 contains 42995 members 
Mstep: Class 30 contains 10873 members 
Mstep: Class 31 contains 6551 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8484 members 
Mstep: Class 34 contains 437 members 
Mstep: Class 35 contains 3414 members 
Mstep: Class 36 contains 8300 members 
Mstep: Class 37 contains 3934 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1862 members 
Mstep: Class 40 contains 19221 members 
Mstep: Class 41 contains 424 members 
Mstep: Class 42 contains 3011 members 
Mstep: Class 43 contains 3757 members 
Mstep: Class 44 contains 1401 members 
Mstep: Class 45 contains 22164 members 
Mstep: Class 46 contains 13082 members 
Mstep: Class 47 contains 306 members 
Mstep: Class 48 contains 7960 members 
Mstep: Class 49 contains 26843 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 616 members 
Mstep: Class 52 contains 309 members 
Mstep: Class 53 contains 3098 members 
Mstep: Class 54 contains 347 members 
Mstep: Class 55 contains 4794 members 
Mstep: Class 56 contains 17273 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 284 members 
Mstep: Class 60 contains 4813 members 
Mstep: Class 61 contains 1768 members 
Mstep: Class 62 contains 1052 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 8192 members 
Mstep: Class 65 contains 503 members 
Mstep: Class 66 contains 665 members 
Mstep: Class 67 contains 2648 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 711 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 6985 members 
Mstep: Class 75 contains 892 members 
Mstep: Class 76 contains 504 members 
Mstep: Class 77 contains 631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147546816.000000 Penalty: 267114.687500
Iteration 274Q: 78 clusters Score -1.475468e+08 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22673 members 
Mstep: Class 2 contains 4080 members 
Mstep: Class 3 contains 1074 members 
Mstep: Class 4 contains 223863 members 
Mstep: Class 5 contains 4104 members 
Mstep: Class 6 contains 2302 members 
Mstep: Class 7 contains 9372 members 
Mstep: Class 8 contains 13907 members 
Mstep: Class 9 contains 7485 members 
Mstep: Class 10 contains 27209 members 
Mstep: Class 11 contains 11623 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 13 contains 3499 members 
Mstep: Class 14 contains 36401 members 
Mstep: Class 15 contains 181342 members 
Mstep: Class 16 contains 23107 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 9962 members 
Mstep: Class 19 contains 164825 members 
Mstep: Class 20 contains 55143 members 
Mstep: Class 21 contains 2422 members 
Mstep: Class 22 contains 686 members 
Mstep: Class 23 contains 4373 members 
Mstep: Class 24 contains 3302 members 
Mstep: Class 25 contains 38650 members 
Mstep: Class 26 contains 60630 members 
Mstep: Class 27 contains 28767 members 
Mstep: Class 28 contains 470 members 
Mstep: Class 29 contains 42958 members 
Mstep: Class 30 contains 10865 members 
Mstep: Class 31 contains 6551 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8485 members 
Mstep: Class 34 contains 437 members 
Mstep: Class 35 contains 3413 members 
Mstep: Class 36 contains 8300 members 
Mstep: Class 37 contains 3934 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1863 members 
Mstep: Class 40 contains 19220 members 
Mstep: Class 41 contains 424 members 
Mstep: Class 42 contains 3011 members 
Mstep: Class 43 contains 3736 members 
Mstep: Class 44 contains 1401 members 
Mstep: Class 45 contains 22169 members 
Mstep: Class 46 contains 13082 members 
Mstep: Class 47 contains 306 members 
Mstep: Class 48 contains 7952 members 
Mstep: Class 49 contains 26844 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 616 members 
Mstep: Class 52 contains 309 members 
Mstep: Class 53 contains 3098 members 
Mstep: Class 54 contains 347 members 
Mstep: Class 55 contains 4794 members 
Mstep: Class 56 contains 17273 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 284 members 
Mstep: Class 60 contains 4815 members 
Mstep: Class 61 contains 1768 members 
Mstep: Class 62 contains 1052 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 8193 members 
Mstep: Class 65 contains 503 members 
Mstep: Class 66 contains 665 members 
Mstep: Class 67 contains 2648 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 711 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 7038 members 
Mstep: Class 75 contains 892 members 
Mstep: Class 76 contains 504 members 
Mstep: Class 77 contains 631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147546816.000000 Penalty: 267114.687500
Iteration 275Q: 78 clusters Score -1.475468e+08 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22671 members 
Mstep: Class 2 contains 4085 members 
Mstep: Class 3 contains 1074 members 
Mstep: Class 4 contains 223864 members 
Mstep: Class 5 contains 4104 members 
Mstep: Class 6 contains 2305 members 
Mstep: Class 7 contains 9372 members 
Mstep: Class 8 contains 13909 members 
Mstep: Class 9 contains 7484 members 
Mstep: Class 10 contains 27209 members 
Mstep: Class 11 contains 11622 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 13 contains 3503 members 
Mstep: Class 14 contains 36408 members 
Mstep: Class 15 contains 181340 members 
Mstep: Class 16 contains 23107 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 9962 members 
Mstep: Class 19 contains 164816 members 
Mstep: Class 20 contains 55144 members 
Mstep: Class 21 contains 2422 members 
Mstep: Class 22 contains 686 members 
Mstep: Class 23 contains 4373 members 
Mstep: Class 24 contains 3304 members 
Mstep: Class 25 contains 38652 members 
Mstep: Class 26 contains 60629 members 
Mstep: Class 27 contains 28770 members 
Mstep: Class 28 contains 470 members 
Mstep: Class 29 contains 42928 members 
Mstep: Class 30 contains 10858 members 
Mstep: Class 31 contains 6551 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8486 members 
Mstep: Class 34 contains 437 members 
Mstep: Class 35 contains 3411 members 
Mstep: Class 36 contains 8301 members 
Mstep: Class 37 contains 3934 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1863 members 
Mstep: Class 40 contains 19218 members 
Mstep: Class 41 contains 424 members 
Mstep: Class 42 contains 3011 members 
Mstep: Class 43 contains 3714 members 
Mstep: Class 44 contains 1401 members 
Mstep: Class 45 contains 22165 members 
Mstep: Class 46 contains 13083 members 
Mstep: Class 47 contains 306 members 
Mstep: Class 48 contains 7942 members 
Mstep: Class 49 contains 26844 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 616 members 
Mstep: Class 52 contains 309 members 
Mstep: Class 53 contains 3098 members 
Mstep: Class 54 contains 347 members 
Mstep: Class 55 contains 4795 members 
Mstep: Class 56 contains 17273 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 284 members 
Mstep: Class 60 contains 4817 members 
Mstep: Class 61 contains 1768 members 
Mstep: Class 62 contains 1052 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 8192 members 
Mstep: Class 65 contains 503 members 
Mstep: Class 66 contains 665 members 
Mstep: Class 67 contains 2648 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 711 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 7096 members 
Mstep: Class 75 contains 892 members 
Mstep: Class 76 contains 504 members 
Mstep: Class 77 contains 631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147546944.000000 Penalty: 267114.687500
Iteration 276Q: 78 clusters Score -1.475469e+08 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22670 members 
Mstep: Class 2 contains 4088 members 
Mstep: Class 3 contains 1074 members 
Mstep: Class 4 contains 223865 members 
Mstep: Class 5 contains 4104 members 
Mstep: Class 6 contains 2303 members 
Mstep: Class 7 contains 9373 members 
Mstep: Class 8 contains 13910 members 
Mstep: Class 9 contains 7484 members 
Mstep: Class 10 contains 27209 members 
Mstep: Class 11 contains 11623 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 13 contains 3501 members 
Mstep: Class 14 contains 36413 members 
Mstep: Class 15 contains 181340 members 
Mstep: Class 16 contains 23107 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 9964 members 
Mstep: Class 19 contains 164812 members 
Mstep: Class 20 contains 55142 members 
Mstep: Class 21 contains 2423 members 
Mstep: Class 22 contains 686 members 
Mstep: Class 23 contains 4373 members 
Mstep: Class 24 contains 3305 members 
Mstep: Class 25 contains 38651 members 
Mstep: Class 26 contains 60627 members 
Mstep: Class 27 contains 28772 members 
Mstep: Class 28 contains 470 members 
Mstep: Class 29 contains 42900 members 
Mstep: Class 30 contains 10854 members 
Mstep: Class 31 contains 6551 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8486 members 
Mstep: Class 34 contains 437 members 
Mstep: Class 35 contains 3412 members 
Mstep: Class 36 contains 8304 members 
Mstep: Class 37 contains 3934 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1864 members 
Mstep: Class 40 contains 19218 members 
Mstep: Class 41 contains 424 members 
Mstep: Class 42 contains 3011 members 
Mstep: Class 43 contains 3687 members 
Mstep: Class 44 contains 1401 members 
Mstep: Class 45 contains 22172 members 
Mstep: Class 46 contains 13083 members 
Mstep: Class 47 contains 306 members 
Mstep: Class 48 contains 7937 members 
Mstep: Class 49 contains 26844 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 616 members 
Mstep: Class 52 contains 309 members 
Mstep: Class 53 contains 3098 members 
Mstep: Class 54 contains 347 members 
Mstep: Class 55 contains 4795 members 
Mstep: Class 56 contains 17273 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 284 members 
Mstep: Class 60 contains 4817 members 
Mstep: Class 61 contains 1768 members 
Mstep: Class 62 contains 1052 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 8192 members 
Mstep: Class 65 contains 503 members 
Mstep: Class 66 contains 665 members 
Mstep: Class 67 contains 2648 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 711 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 7144 members 
Mstep: Class 75 contains 892 members 
Mstep: Class 76 contains 504 members 
Mstep: Class 77 contains 631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147546800.000000 Penalty: 267114.687500
Iteration 277Q: 78 clusters Score -1.475468e+08 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22668 members 
Mstep: Class 2 contains 4094 members 
Mstep: Class 3 contains 1074 members 
Mstep: Class 4 contains 223869 members 
Mstep: Class 5 contains 4104 members 
Mstep: Class 6 contains 2304 members 
Mstep: Class 7 contains 9372 members 
Mstep: Class 8 contains 13913 members 
Mstep: Class 9 contains 7483 members 
Mstep: Class 10 contains 27209 members 
Mstep: Class 11 contains 11623 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 13 contains 3504 members 
Mstep: Class 14 contains 36417 members 
Mstep: Class 15 contains 181334 members 
Mstep: Class 16 contains 23106 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 9965 members 
Mstep: Class 19 contains 164805 members 
Mstep: Class 20 contains 55140 members 
Mstep: Class 21 contains 2424 members 
Mstep: Class 22 contains 686 members 
Mstep: Class 23 contains 4373 members 
Mstep: Class 24 contains 3305 members 
Mstep: Class 25 contains 38649 members 
Mstep: Class 26 contains 60626 members 
Mstep: Class 27 contains 28771 members 
Mstep: Class 28 contains 470 members 
Mstep: Class 29 contains 42876 members 
Mstep: Class 30 contains 10853 members 
Mstep: Class 31 contains 6551 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8485 members 
Mstep: Class 34 contains 437 members 
Mstep: Class 35 contains 3413 members 
Mstep: Class 36 contains 8304 members 
Mstep: Class 37 contains 3934 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1865 members 
Mstep: Class 40 contains 19218 members 
Mstep: Class 41 contains 424 members 
Mstep: Class 42 contains 3011 members 
Mstep: Class 43 contains 3671 members 
Mstep: Class 44 contains 1401 members 
Mstep: Class 45 contains 22181 members 
Mstep: Class 46 contains 13082 members 
Mstep: Class 47 contains 306 members 
Mstep: Class 48 contains 7931 members 
Mstep: Class 49 contains 26844 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 616 members 
Mstep: Class 52 contains 309 members 
Mstep: Class 53 contains 3099 members 
Mstep: Class 54 contains 347 members 
Mstep: Class 55 contains 4796 members 
Mstep: Class 56 contains 17273 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 284 members 
Mstep: Class 60 contains 4820 members 
Mstep: Class 61 contains 1768 members 
Mstep: Class 62 contains 1052 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 8193 members 
Mstep: Class 65 contains 503 members 
Mstep: Class 66 contains 665 members 
Mstep: Class 67 contains 2648 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 711 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 7177 members 
Mstep: Class 75 contains 892 members 
Mstep: Class 76 contains 504 members 
Mstep: Class 77 contains 631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147546992.000000 Penalty: 267114.687500
Iteration 278Q: 78 clusters Score -1.47547e+08 nChanged 143
Entering ConstructFrom: 
Score: -147546992.000000 Penalty: 267114.687500
Entering ConstructFrom: 
Trying to split cluster 1 (22667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22667 members 
Entering Unmasked Estep 
Score: -2938760.750000 Penalty: 2487.109131
	Iteration 0F: 2 clusters Score -2938761 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11290 members 
Mstep: Class 2 contains 11377 members 
Entering Unmasked Estep 
Score: -2922840.750000 Penalty: 4974.218262
	Iteration 0F: 3 clusters Score -2922841 nChanged 10056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11060 members 
Mstep: Class 2 contains 11607 members 
Entering Unmasked Estep 
Score: -2928134.750000 Penalty: 4974.218262
	Iteration 1F: 3 clusters Score -2928135 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10912 members 
Mstep: Class 2 contains 11755 members 
Entering Unmasked Estep 
Score: -2928515.500000 Penalty: 4974.218262
	Iteration 2Q: 3 clusters Score -2928516 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10725 members 
Mstep: Class 2 contains 11942 members 
Entering Unmasked Estep 
Score: -2928784.500000 Penalty: 4974.218262
	Iteration 3Q: 3 clusters Score -2928784 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10446 members 
Mstep: Class 2 contains 12221 members 
Entering Unmasked Estep 
Score: -2929030.500000 Penalty: 4974.218262
	Iteration 4Q: 3 clusters Score -2929030 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10076 members 
Mstep: Class 2 contains 12591 members 
Entering Unmasked Estep 
Score: -2929284.250000 Penalty: 4974.218262
	Iteration 5Q: 3 clusters Score -2929284 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 13090 members 
Entering Unmasked Estep 
Score: -2929540.250000 Penalty: 4974.218262
	Iteration 6Q: 3 clusters Score -2929540 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 13746 members 
Entering Unmasked Estep 
Score: -2929860.750000 Penalty: 4974.218262
	Iteration 7Q: 3 clusters Score -2929861 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 14545 members 
Entering Unmasked Estep 
Score: -2930281.000000 Penalty: 4974.218262
	Iteration 8Q: 3 clusters Score -2930281 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 15574 members 
Entering Unmasked Estep 
Score: -2930856.500000 Penalty: 4974.218262
	Iteration 9Q: 3 clusters Score -2930856 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 16779 members 
Entering Unmasked Estep 
Score: -2931672.750000 Penalty: 4974.218262
	Iteration 10F: 3 clusters Score -2931673 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 18138 members 
Entering Unmasked Estep 
Score: -2932758.250000 Penalty: 4974.218262
	Iteration 11F: 3 clusters Score -2932758 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 19482 members 
Entering Unmasked Estep 
Score: -2933939.000000 Penalty: 4974.218262
	Iteration 12F: 3 clusters Score -2933939 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 20595 members 
Entering Unmasked Estep 
Score: -2934952.000000 Penalty: 4974.218262
	Iteration 13Q: 3 clusters Score -2934952 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 21322 members 
Entering Unmasked Estep 
Score: -2935630.750000 Penalty: 4974.218262
	Iteration 14Q: 3 clusters Score -2935631 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 21745 members 
Entering Unmasked Estep 
Score: -2936045.750000 Penalty: 4974.218262
	Iteration 15Q: 3 clusters Score -2936046 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 21962 members 
Entering Unmasked Estep 
Score: -2936263.250000 Penalty: 4974.218262
	Iteration 16Q: 3 clusters Score -2936263 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 22086 members 
Entering Unmasked Estep 
Score: -2936403.500000 Penalty: 4974.218262
	Iteration 17Q: 3 clusters Score -2936404 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 22162 members 
Entering Unmasked Estep 
Score: -2936482.000000 Penalty: 4974.218262
	Iteration 18Q: 3 clusters Score -2936482 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 22209 members 
Entering Unmasked Estep 
Score: -2936543.750000 Penalty: 4974.218262
	Iteration 19Q: 3 clusters Score -2936544 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 22240 members 
Entering Unmasked Estep 
Score: -2936590.000000 Penalty: 4974.218262
	Iteration 20F: 3 clusters Score -2936590 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 22259 members 
Entering Unmasked Estep 
Score: -2936619.000000 Penalty: 4974.218262
	Iteration 21Q: 3 clusters Score -2936619 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 22268 members 
Entering Unmasked Estep 
Score: -2936628.250000 Penalty: 4974.218262
	Iteration 22Q: 3 clusters Score -2936628 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 22273 members 
Entering Unmasked Estep 
Score: -2936640.500000 Penalty: 4974.218262
	Iteration 23Q: 3 clusters Score -2936640 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 22279 members 
Entering Unmasked Estep 
Score: -2936650.000000 Penalty: 4974.218262
	Iteration 24Q: 3 clusters Score -2936650 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 22282 members 
Entering Unmasked Estep 
Score: -2936657.000000 Penalty: 4974.218262
	Iteration 25Q: 3 clusters Score -2936657 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 22286 members 
Entering Unmasked Estep 
Score: -2936660.500000 Penalty: 4974.218262
	Iteration 26Q: 3 clusters Score -2936660 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 22288 members 
Entering Unmasked Estep 
Score: -2936661.500000 Penalty: 4974.218262
	Iteration 27Q: 3 clusters Score -2936662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 22289 members 
Entering Unmasked Estep 
Score: -2936663.750000 Penalty: 4974.218262
	Iteration 28Q: 3 clusters Score -2936664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 22290 members 
Entering Unmasked Estep 
Score: -2936663.750000 Penalty: 4974.218262
	Iteration 29Q: 3 clusters Score -2936664 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 22290 members 
Entering Unmasked Estep 
Score: -2936663.750000 Penalty: 4974.218262
	Iteration 30F: 3 clusters Score -2936664 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Entering Unmasked Estep 
Score: -505741.250000 Penalty: 2062.866455
	Iteration 0F: 2 clusters Score -505741.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -501754.187500 Penalty: 4125.732910
	Iteration 0F: 3 clusters Score -501754.2 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -502696.062500 Penalty: 4125.732910
	Iteration 1F: 3 clusters Score -502696.1 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -502957.031250 Penalty: 4125.732910
	Iteration 2F: 3 clusters Score -502957 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -503116.468750 Penalty: 4125.732910
	Iteration 3F: 3 clusters Score -503116.5 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -503230.750000 Penalty: 4125.732910
	Iteration 4Q: 3 clusters Score -503230.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -503320.687500 Penalty: 4125.732910
	Iteration 5Q: 3 clusters Score -503320.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -503390.500000 Penalty: 4125.732910
	Iteration 6Q: 3 clusters Score -503390.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -503439.843750 Penalty: 4125.732910
	Iteration 7Q: 3 clusters Score -503439.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -503487.312500 Penalty: 4125.732910
	Iteration 8Q: 3 clusters Score -503487.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -503532.500000 Penalty: 4125.732910
	Iteration 9Q: 3 clusters Score -503532.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -503572.625000 Penalty: 4125.732910
	Iteration 10Q: 3 clusters Score -503572.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -503620.593750 Penalty: 4125.732910
	Iteration 11Q: 3 clusters Score -503620.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -503673.687500 Penalty: 4125.732910
	Iteration 12Q: 3 clusters Score -503673.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -503717.687500 Penalty: 4125.732910
	Iteration 13Q: 3 clusters Score -503717.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -503763.468750 Penalty: 4125.732910
	Iteration 14Q: 3 clusters Score -503763.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -503817.062500 Penalty: 4125.732910
	Iteration 15Q: 3 clusters Score -503817.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -503860.750000 Penalty: 4125.732910
	Iteration 16Q: 3 clusters Score -503860.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -503911.312500 Penalty: 4125.732910
	Iteration 17Q: 3 clusters Score -503911.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -503969.437500 Penalty: 4125.732910
	Iteration 18Q: 3 clusters Score -503969.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -504029.125000 Penalty: 4125.732910
	Iteration 19Q: 3 clusters Score -504029.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -504098.031250 Penalty: 4125.732910
	Iteration 20F: 3 clusters Score -504098 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -504180.031250 Penalty: 4125.732910
	Iteration 21Q: 3 clusters Score -504180 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -504273.125000 Penalty: 4125.732910
	Iteration 22Q: 3 clusters Score -504273.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -504367.468750 Penalty: 4125.732910
	Iteration 23Q: 3 clusters Score -504367.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -504495.812500 Penalty: 4125.732910
	Iteration 24Q: 3 clusters Score -504495.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -504590.531250 Penalty: 4125.732910
	Iteration 25Q: 3 clusters Score -504590.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -504652.625000 Penalty: 4125.732910
	Iteration 26Q: 3 clusters Score -504652.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -504679.656250 Penalty: 4125.732910
	Iteration 27Q: 3 clusters Score -504679.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -504692.000000 Penalty: 4125.732910
	Iteration 28Q: 3 clusters Score -504692 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -504704.343750 Penalty: 4125.732910
	Iteration 29Q: 3 clusters Score -504704.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -504711.437500 Penalty: 4125.732910
	Iteration 30Q: 3 clusters Score -504711.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -504714.750000 Penalty: 4125.732910
	Iteration 31Q: 3 clusters Score -504714.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -504717.781250 Penalty: 4125.732910
	Iteration 32Q: 3 clusters Score -504717.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -504719.843750 Penalty: 4125.732910
	Iteration 33Q: 3 clusters Score -504719.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -504719.843750 Penalty: 4125.732910
	Iteration 34F: 3 clusters Score -504719.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Entering Unmasked Estep 
Score: -153653.218750 Penalty: 1730.828003
	Iteration 0F: 2 clusters Score -153653.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -151837.765625 Penalty: 3461.656006
	Iteration 0F: 3 clusters Score -151837.8 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -152776.890625 Penalty: 3461.656006
	Iteration 1F: 3 clusters Score -152776.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -153422.531250 Penalty: 3461.656006
	Iteration 2F: 3 clusters Score -153422.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -153899.593750 Penalty: 3461.656006
	Iteration 3F: 3 clusters Score -153899.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -154138.234375 Penalty: 3461.656006
	Iteration 4Q: 3 clusters Score -154138.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -154272.203125 Penalty: 3461.656006
	Iteration 5Q: 3 clusters Score -154272.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -154306.187500 Penalty: 3461.656006
	Iteration 6Q: 3 clusters Score -154306.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -154316.312500 Penalty: 3461.656006
	Iteration 7Q: 3 clusters Score -154316.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -154325.781250 Penalty: 3461.656006
	Iteration 8Q: 3 clusters Score -154325.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -154356.421875 Penalty: 3461.656006
	Iteration 9Q: 3 clusters Score -154356.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -154442.828125 Penalty: 3461.656006
	Iteration 10Q: 3 clusters Score -154442.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -154486.734375 Penalty: 3461.656006
	Iteration 11Q: 3 clusters Score -154486.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -154492.390625 Penalty: 3461.656006
	Iteration 12Q: 3 clusters Score -154492.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -154511.093750 Penalty: 3461.656006
	Iteration 13Q: 3 clusters Score -154511.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -154527.031250 Penalty: 3461.656006
	Iteration 14Q: 3 clusters Score -154527 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -154528.921875 Penalty: 3461.656006
	Iteration 15Q: 3 clusters Score -154528.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -154528.921875 Penalty: 3461.656006
	Iteration 16F: 3 clusters Score -154528.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22667 members 
Mstep: Class 2 contains 4097 members 
Mstep: Class 3 contains 591 members 
Mstep: Class 4 contains 223867 members 
Mstep: Class 5 contains 4104 members 
Mstep: Class 6 contains 2304 members 
Mstep: Class 7 contains 9370 members 
Mstep: Class 8 contains 13917 members 
Mstep: Class 9 contains 7484 members 
Mstep: Class 10 contains 27209 members 
Mstep: Class 11 contains 11623 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 13 contains 3501 members 
Mstep: Class 14 contains 36420 members 
Mstep: Class 15 contains 181331 members 
Mstep: Class 16 contains 23105 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 9965 members 
Mstep: Class 19 contains 164797 members 
Mstep: Class 20 contains 55134 members 
Mstep: Class 21 contains 2424 members 
Mstep: Class 22 contains 686 members 
Mstep: Class 23 contains 4373 members 
Mstep: Class 24 contains 3309 members 
Mstep: Class 25 contains 38649 members 
Mstep: Class 26 contains 60626 members 
Mstep: Class 27 contains 28772 members 
Mstep: Class 28 contains 470 members 
Mstep: Class 29 contains 42863 members 
Mstep: Class 30 contains 10848 members 
Mstep: Class 31 contains 6551 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8485 members 
Mstep: Class 34 contains 437 members 
Mstep: Class 35 contains 3414 members 
Mstep: Class 36 contains 8305 members 
Mstep: Class 37 contains 3934 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1867 members 
Mstep: Class 40 contains 19220 members 
Mstep: Class 41 contains 424 members 
Mstep: Class 42 contains 3011 members 
Mstep: Class 43 contains 3655 members 
Mstep: Class 44 contains 1401 members 
Mstep: Class 45 contains 22188 members 
Mstep: Class 46 contains 13082 members 
Mstep: Class 47 contains 306 members 
Mstep: Class 48 contains 7925 members 
Mstep: Class 49 contains 26843 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 616 members 
Mstep: Class 52 contains 309 members 
Mstep: Class 53 contains 3100 members 
Mstep: Class 54 contains 347 members 
Mstep: Class 55 contains 4796 members 
Mstep: Class 56 contains 17273 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 284 members 
Mstep: Class 60 contains 4819 members 
Mstep: Class 61 contains 1768 members 
Mstep: Class 62 contains 1052 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 8194 members 
Mstep: Class 65 contains 503 members 
Mstep: Class 66 contains 665 members 
Mstep: Class 67 contains 2648 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 711 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 7214 members 
Mstep: Class 75 contains 892 members 
Mstep: Class 76 contains 504 members 
Mstep: Class 77 contains 631 members 
Mstep: Class 78 contains 483 members 
Entering Unmasked Estep 
Score: -147545904.000000 Penalty: 270583.718750
Splitting cluster 3 changes total score from -147546992.000000 to -147545904.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (223867 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223867 members 
Entering Unmasked Estep 
Score: -28894990.000000 Penalty: 3055.064209
	Iteration 0F: 2 clusters Score -2.889499e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112110 members 
Mstep: Class 2 contains 111757 members 
Entering Unmasked Estep 
Score: -28762676.000000 Penalty: 6110.128418
	Iteration 0F: 3 clusters Score -2.876268e+07 nChanged 107789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115571 members 
Mstep: Class 2 contains 108296 members 
Entering Unmasked Estep 
Score: -28825210.000000 Penalty: 6110.128418
	Iteration 1F: 3 clusters Score -2.882521e+07 nChanged 5217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117186 members 
Mstep: Class 2 contains 106681 members 
Entering Unmasked Estep 
Score: -28826072.000000 Penalty: 6110.128418
	Iteration 2Q: 3 clusters Score -2.882607e+07 nChanged 5381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119705 members 
Mstep: Class 2 contains 104162 members 
Entering Unmasked Estep 
Score: -28827010.000000 Penalty: 6110.128418
	Iteration 3Q: 3 clusters Score -2.882701e+07 nChanged 5787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123476 members 
Mstep: Class 2 contains 100391 members 
Entering Unmasked Estep 
Score: -28828290.000000 Penalty: 6110.128418
	Iteration 4Q: 3 clusters Score -2.882829e+07 nChanged 6981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129233 members 
Mstep: Class 2 contains 94634 members 
Entering Unmasked Estep 
Score: -28830360.000000 Penalty: 6110.128418
	Iteration 5Q: 3 clusters Score -2.883036e+07 nChanged 9226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137843 members 
Mstep: Class 2 contains 86024 members 
Entering Unmasked Estep 
Score: -28834296.000000 Penalty: 6110.128418
	Iteration 6Q: 3 clusters Score -2.88343e+07 nChanged 12673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150198 members 
Mstep: Class 2 contains 73669 members 
Entering Unmasked Estep 
Score: -28841448.000000 Penalty: 6110.128418
	Iteration 7F: 3 clusters Score -2.884145e+07 nChanged 16780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166886 members 
Mstep: Class 2 contains 56981 members 
Entering Unmasked Estep 
Score: -28853426.000000 Penalty: 6110.128418
	Iteration 8F: 3 clusters Score -2.885343e+07 nChanged 19523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186399 members 
Mstep: Class 2 contains 37468 members 
Entering Unmasked Estep 
Score: -28869770.000000 Penalty: 6110.128418
	Iteration 9F: 3 clusters Score -2.886977e+07 nChanged 17758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204157 members 
Mstep: Class 2 contains 19710 members 
Entering Unmasked Estep 
Score: -28882250.000000 Penalty: 6110.128418
	Iteration 10F: 3 clusters Score -2.888225e+07 nChanged 11030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215185 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -28888052.000000 Penalty: 6110.128418
	Iteration 11Q: 3 clusters Score -2.888805e+07 nChanged 5164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220349 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -28890416.000000 Penalty: 6110.128418
	Iteration 12Q: 3 clusters Score -2.889042e+07 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222353 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -28891530.000000 Penalty: 6110.128418
	Iteration 13Q: 3 clusters Score -2.889153e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223071 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -28891910.000000 Penalty: 6110.128418
	Iteration 14Q: 3 clusters Score -2.889191e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223282 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -28892140.000000 Penalty: 6110.128418
	Iteration 15Q: 3 clusters Score -2.889214e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223367 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -28892240.000000 Penalty: 6110.128418
	Iteration 16Q: 3 clusters Score -2.889224e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223408 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -28892280.000000 Penalty: 6110.128418
	Iteration 17Q: 3 clusters Score -2.889228e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223432 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -28892314.000000 Penalty: 6110.128418
	Iteration 18Q: 3 clusters Score -2.889231e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223457 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -28892354.000000 Penalty: 6110.128418
	Iteration 19Q: 3 clusters Score -2.889235e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223467 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -28892380.000000 Penalty: 6110.128418
	Iteration 20F: 3 clusters Score -2.889238e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223476 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -28892372.000000 Penalty: 6110.128418
	Iteration 21Q: 3 clusters Score -2.889237e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223482 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -28892382.000000 Penalty: 6110.128418
	Iteration 22Q: 3 clusters Score -2.889238e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223486 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -28892386.000000 Penalty: 6110.128418
	Iteration 23Q: 3 clusters Score -2.889239e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223490 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -28892392.000000 Penalty: 6110.128418
	Iteration 24Q: 3 clusters Score -2.889239e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223495 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -28892392.000000 Penalty: 6110.128418
	Iteration 25Q: 3 clusters Score -2.889239e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223503 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -28892388.000000 Penalty: 6110.128418
	Iteration 26Q: 3 clusters Score -2.889239e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223505 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -28892402.000000 Penalty: 6110.128418
	Iteration 27Q: 3 clusters Score -2.88924e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223507 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -28892414.000000 Penalty: 6110.128418
	Iteration 28Q: 3 clusters Score -2.889241e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223508 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -28892406.000000 Penalty: 6110.128418
	Iteration 29Q: 3 clusters Score -2.889241e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223510 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -28892406.000000 Penalty: 6110.128418
	Iteration 30Q: 3 clusters Score -2.889241e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223511 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -28892396.000000 Penalty: 6110.128418
	Iteration 31Q: 3 clusters Score -2.88924e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223512 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -28892384.000000 Penalty: 6110.128418
	Iteration 32Q: 3 clusters Score -2.889238e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223512 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -28892396.000000 Penalty: 6110.128418
	Iteration 33Q: 3 clusters Score -2.88924e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223511 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -28892396.000000 Penalty: 6110.128418
	Iteration 34Q: 3 clusters Score -2.88924e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223511 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -28892396.000000 Penalty: 6110.128418
	Iteration 35F: 3 clusters Score -2.88924e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Entering Unmasked Estep 
Score: -738086.375000 Penalty: 2063.290039
	Iteration 0F: 2 clusters Score -738086.4 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 2048 members 
Entering Unmasked Estep 
Score: -734088.875000 Penalty: 4126.580078
	Iteration 0F: 3 clusters Score -734088.9 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -735002.062500 Penalty: 4126.580078
	Iteration 1F: 3 clusters Score -735002.1 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -735189.937500 Penalty: 4126.580078
	Iteration 2F: 3 clusters Score -735189.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -735293.562500 Penalty: 4126.580078
	Iteration 3Q: 3 clusters Score -735293.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -735388.062500 Penalty: 4126.580078
	Iteration 4Q: 3 clusters Score -735388.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -735504.000000 Penalty: 4126.580078
	Iteration 5Q: 3 clusters Score -735504 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -735609.000000 Penalty: 4126.580078
	Iteration 6Q: 3 clusters Score -735609 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -735758.812500 Penalty: 4126.580078
	Iteration 7Q: 3 clusters Score -735758.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -735922.687500 Penalty: 4126.580078
	Iteration 8Q: 3 clusters Score -735922.7 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -736111.437500 Penalty: 4126.580078
	Iteration 9Q: 3 clusters Score -736111.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -736364.312500 Penalty: 4126.580078
	Iteration 10F: 3 clusters Score -736364.3 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -736577.250000 Penalty: 4126.580078
	Iteration 11F: 3 clusters Score -736577.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -736752.437500 Penalty: 4126.580078
	Iteration 12Q: 3 clusters Score -736752.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -736862.937500 Penalty: 4126.580078
	Iteration 13Q: 3 clusters Score -736862.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -736962.375000 Penalty: 4126.580078
	Iteration 14Q: 3 clusters Score -736962.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -737030.625000 Penalty: 4126.580078
	Iteration 15Q: 3 clusters Score -737030.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -737090.750000 Penalty: 4126.580078
	Iteration 16Q: 3 clusters Score -737090.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -737151.187500 Penalty: 4126.580078
	Iteration 17Q: 3 clusters Score -737151.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -737212.937500 Penalty: 4126.580078
	Iteration 18Q: 3 clusters Score -737212.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -737260.687500 Penalty: 4126.580078
	Iteration 19Q: 3 clusters Score -737260.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -737290.750000 Penalty: 4126.580078
	Iteration 20F: 3 clusters Score -737290.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -737305.250000 Penalty: 4126.580078
	Iteration 21Q: 3 clusters Score -737305.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -737309.437500 Penalty: 4126.580078
	Iteration 22Q: 3 clusters Score -737309.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -737312.875000 Penalty: 4126.580078
	Iteration 23Q: 3 clusters Score -737312.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -737314.375000 Penalty: 4126.580078
	Iteration 24Q: 3 clusters Score -737314.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -737316.812500 Penalty: 4126.580078
	Iteration 25Q: 3 clusters Score -737316.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -737318.500000 Penalty: 4126.580078
	Iteration 26Q: 3 clusters Score -737318.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -737325.437500 Penalty: 4126.580078
	Iteration 27Q: 3 clusters Score -737325.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -737330.812500 Penalty: 4126.580078
	Iteration 28Q: 3 clusters Score -737330.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -737334.562500 Penalty: 4126.580078
	Iteration 29Q: 3 clusters Score -737334.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -737340.187500 Penalty: 4126.580078
	Iteration 30Q: 3 clusters Score -737340.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -737343.500000 Penalty: 4126.580078
	Iteration 31Q: 3 clusters Score -737343.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -737345.250000 Penalty: 4126.580078
	Iteration 32Q: 3 clusters Score -737345.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -737347.250000 Penalty: 4126.580078
	Iteration 33Q: 3 clusters Score -737347.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -737348.125000 Penalty: 4126.580078
	Iteration 34Q: 3 clusters Score -737348.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -737348.875000 Penalty: 4126.580078
	Iteration 35Q: 3 clusters Score -737348.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -737350.375000 Penalty: 4126.580078
	Iteration 36Q: 3 clusters Score -737350.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -737350.375000 Penalty: 4126.580078
	Iteration 37F: 3 clusters Score -737350.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Entering Unmasked Estep 
Score: -278047.812500 Penalty: 1920.115723
	Iteration 0F: 2 clusters Score -278047.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -275253.125000 Penalty: 3840.231445
	Iteration 0F: 3 clusters Score -275253.1 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -275779.437500 Penalty: 3840.231445
	Iteration 1F: 3 clusters Score -275779.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -275914.750000 Penalty: 3840.231445
	Iteration 2F: 3 clusters Score -275914.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -275994.500000 Penalty: 3840.231445
	Iteration 3Q: 3 clusters Score -275994.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -276061.281250 Penalty: 3840.231445
	Iteration 4Q: 3 clusters Score -276061.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -276110.531250 Penalty: 3840.231445
	Iteration 5Q: 3 clusters Score -276110.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -276140.281250 Penalty: 3840.231445
	Iteration 6Q: 3 clusters Score -276140.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -276173.656250 Penalty: 3840.231445
	Iteration 7Q: 3 clusters Score -276173.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -276212.406250 Penalty: 3840.231445
	Iteration 8Q: 3 clusters Score -276212.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -276269.593750 Penalty: 3840.231445
	Iteration 9Q: 3 clusters Score -276269.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -276340.593750 Penalty: 3840.231445
	Iteration 10Q: 3 clusters Score -276340.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -276403.687500 Penalty: 3840.231445
	Iteration 11Q: 3 clusters Score -276403.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -276473.187500 Penalty: 3840.231445
	Iteration 12Q: 3 clusters Score -276473.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -276528.218750 Penalty: 3840.231445
	Iteration 13Q: 3 clusters Score -276528.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -276573.656250 Penalty: 3840.231445
	Iteration 14Q: 3 clusters Score -276573.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -276602.843750 Penalty: 3840.231445
	Iteration 15Q: 3 clusters Score -276602.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -276624.562500 Penalty: 3840.231445
	Iteration 16Q: 3 clusters Score -276624.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -276642.750000 Penalty: 3840.231445
	Iteration 17Q: 3 clusters Score -276642.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -276660.375000 Penalty: 3840.231445
	Iteration 18Q: 3 clusters Score -276660.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -276685.062500 Penalty: 3840.231445
	Iteration 19Q: 3 clusters Score -276685.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -276710.437500 Penalty: 3840.231445
	Iteration 20F: 3 clusters Score -276710.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -276725.656250 Penalty: 3840.231445
	Iteration 21Q: 3 clusters Score -276725.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -276737.843750 Penalty: 3840.231445
	Iteration 22Q: 3 clusters Score -276737.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -276747.437500 Penalty: 3840.231445
	Iteration 23Q: 3 clusters Score -276747.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -276760.468750 Penalty: 3840.231445
	Iteration 24Q: 3 clusters Score -276760.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -276771.656250 Penalty: 3840.231445
	Iteration 25Q: 3 clusters Score -276771.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -276781.937500 Penalty: 3840.231445
	Iteration 26Q: 3 clusters Score -276781.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -276790.781250 Penalty: 3840.231445
	Iteration 27Q: 3 clusters Score -276790.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -276797.937500 Penalty: 3840.231445
	Iteration 28Q: 3 clusters Score -276797.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -276802.687500 Penalty: 3840.231445
	Iteration 29Q: 3 clusters Score -276802.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -276806.937500 Penalty: 3840.231445
	Iteration 30Q: 3 clusters Score -276806.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -276811.718750 Penalty: 3840.231445
	Iteration 31Q: 3 clusters Score -276811.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -276818.750000 Penalty: 3840.231445
	Iteration 32Q: 3 clusters Score -276818.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -276823.218750 Penalty: 3840.231445
	Iteration 33Q: 3 clusters Score -276823.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -276826.125000 Penalty: 3840.231445
	Iteration 34Q: 3 clusters Score -276826.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -276827.656250 Penalty: 3840.231445
	Iteration 35Q: 3 clusters Score -276827.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -276830.250000 Penalty: 3840.231445
	Iteration 36Q: 3 clusters Score -276830.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -276833.437500 Penalty: 3840.231445
	Iteration 37Q: 3 clusters Score -276833.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -276834.812500 Penalty: 3840.231445
	Iteration 38Q: 3 clusters Score -276834.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -276836.281250 Penalty: 3840.231445
	Iteration 39Q: 3 clusters Score -276836.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -276836.281250 Penalty: 3840.231445
	Iteration 40F: 3 clusters Score -276836.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (9370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Entering Unmasked Estep 
Score: -1072504.125000 Penalty: 2268.026611
	Iteration 0F: 2 clusters Score -1072504 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -1065190.875000 Penalty: 4536.053223
	Iteration 0F: 3 clusters Score -1065191 nChanged 3906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -1067357.750000 Penalty: 4536.053223
	Iteration 1F: 3 clusters Score -1067358 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -1067752.625000 Penalty: 4536.053223
	Iteration 2F: 3 clusters Score -1067753 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -1068074.500000 Penalty: 4536.053223
	Iteration 3F: 3 clusters Score -1068074 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -1068424.250000 Penalty: 4536.053223
	Iteration 4F: 3 clusters Score -1068424 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -1068787.875000 Penalty: 4536.053223
	Iteration 5F: 3 clusters Score -1068788 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -1069106.875000 Penalty: 4536.053223
	Iteration 6F: 3 clusters Score -1069107 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -1069379.125000 Penalty: 4536.053223
	Iteration 7Q: 3 clusters Score -1069379 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -1069623.875000 Penalty: 4536.053223
	Iteration 8Q: 3 clusters Score -1069624 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -1069805.250000 Penalty: 4536.053223
	Iteration 9Q: 3 clusters Score -1069805 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -1069954.375000 Penalty: 4536.053223
	Iteration 10Q: 3 clusters Score -1069954 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -1070060.875000 Penalty: 4536.053223
	Iteration 11Q: 3 clusters Score -1070061 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -1070141.125000 Penalty: 4536.053223
	Iteration 12Q: 3 clusters Score -1070141 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -1070202.625000 Penalty: 4536.053223
	Iteration 13Q: 3 clusters Score -1070203 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -1070249.125000 Penalty: 4536.053223
	Iteration 14Q: 3 clusters Score -1070249 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -1070283.250000 Penalty: 4536.053223
	Iteration 15Q: 3 clusters Score -1070283 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -1070310.125000 Penalty: 4536.053223
	Iteration 16Q: 3 clusters Score -1070310 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -1070334.000000 Penalty: 4536.053223
	Iteration 17Q: 3 clusters Score -1070334 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -1070353.375000 Penalty: 4536.053223
	Iteration 18Q: 3 clusters Score -1070353 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -1070366.125000 Penalty: 4536.053223
	Iteration 19Q: 3 clusters Score -1070366 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -1070376.625000 Penalty: 4536.053223
	Iteration 20F: 3 clusters Score -1070377 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -1070388.375000 Penalty: 4536.053223
	Iteration 21Q: 3 clusters Score -1070388 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -1070398.500000 Penalty: 4536.053223
	Iteration 22Q: 3 clusters Score -1070398 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -1070407.375000 Penalty: 4536.053223
	Iteration 23Q: 3 clusters Score -1070407 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -1070409.875000 Penalty: 4536.053223
	Iteration 24Q: 3 clusters Score -1070410 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -1070412.875000 Penalty: 4536.053223
	Iteration 25Q: 3 clusters Score -1070413 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -1070420.125000 Penalty: 4536.053223
	Iteration 26Q: 3 clusters Score -1070420 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -1070423.625000 Penalty: 4536.053223
	Iteration 27Q: 3 clusters Score -1070424 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -1070426.375000 Penalty: 4536.053223
	Iteration 28Q: 3 clusters Score -1070426 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -1070430.625000 Penalty: 4536.053223
	Iteration 29Q: 3 clusters Score -1070431 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -1070432.375000 Penalty: 4536.053223
	Iteration 30Q: 3 clusters Score -1070432 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -1070434.875000 Penalty: 4536.053223
	Iteration 31Q: 3 clusters Score -1070435 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -1070439.125000 Penalty: 4536.053223
	Iteration 32Q: 3 clusters Score -1070439 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -1070445.500000 Penalty: 4536.053223
	Iteration 33Q: 3 clusters Score -1070446 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -1070452.625000 Penalty: 4536.053223
	Iteration 34Q: 3 clusters Score -1070453 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -1070460.000000 Penalty: 4536.053223
	Iteration 35Q: 3 clusters Score -1070460 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -1070463.750000 Penalty: 4536.053223
	Iteration 36Q: 3 clusters Score -1070464 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -1070468.750000 Penalty: 4536.053223
	Iteration 37Q: 3 clusters Score -1070469 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -1070473.250000 Penalty: 4536.053223
	Iteration 38Q: 3 clusters Score -1070473 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -1070482.875000 Penalty: 4536.053223
	Iteration 39Q: 3 clusters Score -1070483 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -1070492.750000 Penalty: 4536.053223
	Iteration 40F: 3 clusters Score -1070493 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -1070502.125000 Penalty: 4536.053223
	Iteration 41Q: 3 clusters Score -1070502 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -1070510.875000 Penalty: 4536.053223
	Iteration 42Q: 3 clusters Score -1070511 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -1070516.500000 Penalty: 4536.053223
	Iteration 43Q: 3 clusters Score -1070516 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -1070519.750000 Penalty: 4536.053223
	Iteration 44Q: 3 clusters Score -1070520 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -1070528.625000 Penalty: 4536.053223
	Iteration 45Q: 3 clusters Score -1070529 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -1070532.500000 Penalty: 4536.053223
	Iteration 46Q: 3 clusters Score -1070532 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -1070537.625000 Penalty: 4536.053223
	Iteration 47Q: 3 clusters Score -1070538 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -1070548.750000 Penalty: 4536.053223
	Iteration 48Q: 3 clusters Score -1070549 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -1070557.500000 Penalty: 4536.053223
	Iteration 49Q: 3 clusters Score -1070558 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -1070561.875000 Penalty: 4536.053223
	Iteration 50Q: 3 clusters Score -1070562 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -1070575.125000 Penalty: 4536.053223
	Iteration 51Q: 3 clusters Score -1070575 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -1070579.500000 Penalty: 4536.053223
	Iteration 52Q: 3 clusters Score -1070580 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -1070586.125000 Penalty: 4536.053223
	Iteration 53Q: 3 clusters Score -1070586 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -1070596.625000 Penalty: 4536.053223
	Iteration 54Q: 3 clusters Score -1070597 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -1070601.125000 Penalty: 4536.053223
	Iteration 55Q: 3 clusters Score -1070601 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -1070604.500000 Penalty: 4536.053223
	Iteration 56Q: 3 clusters Score -1070604 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -1070612.625000 Penalty: 4536.053223
	Iteration 57Q: 3 clusters Score -1070613 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -1070621.500000 Penalty: 4536.053223
	Iteration 58Q: 3 clusters Score -1070622 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -1070624.125000 Penalty: 4536.053223
	Iteration 59Q: 3 clusters Score -1070624 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -1070626.500000 Penalty: 4536.053223
	Iteration 60F: 3 clusters Score -1070626 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -1070631.250000 Penalty: 4536.053223
	Iteration 61Q: 3 clusters Score -1070631 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -1070637.375000 Penalty: 4536.053223
	Iteration 62Q: 3 clusters Score -1070637 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -1070638.750000 Penalty: 4536.053223
	Iteration 63Q: 3 clusters Score -1070639 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -1070643.500000 Penalty: 4536.053223
	Iteration 64Q: 3 clusters Score -1070644 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -1070652.375000 Penalty: 4536.053223
	Iteration 65Q: 3 clusters Score -1070652 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -1070654.750000 Penalty: 4536.053223
	Iteration 66Q: 3 clusters Score -1070655 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -1070660.250000 Penalty: 4536.053223
	Iteration 67Q: 3 clusters Score -1070660 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -1070667.500000 Penalty: 4536.053223
	Iteration 68Q: 3 clusters Score -1070668 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -1070677.375000 Penalty: 4536.053223
	Iteration 69Q: 3 clusters Score -1070677 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -1070686.875000 Penalty: 4536.053223
	Iteration 70Q: 3 clusters Score -1070687 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -1070694.625000 Penalty: 4536.053223
	Iteration 71Q: 3 clusters Score -1070695 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -1070698.125000 Penalty: 4536.053223
	Iteration 72Q: 3 clusters Score -1070698 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -1070709.875000 Penalty: 4536.053223
	Iteration 73Q: 3 clusters Score -1070710 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -1070719.250000 Penalty: 4536.053223
	Iteration 74Q: 3 clusters Score -1070719 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -1070725.625000 Penalty: 4536.053223
	Iteration 75Q: 3 clusters Score -1070726 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -1070737.250000 Penalty: 4536.053223
	Iteration 76Q: 3 clusters Score -1070737 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -1070744.250000 Penalty: 4536.053223
	Iteration 77Q: 3 clusters Score -1070744 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -1070751.625000 Penalty: 4536.053223
	Iteration 78Q: 3 clusters Score -1070752 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -1070757.250000 Penalty: 4536.053223
	Iteration 79Q: 3 clusters Score -1070757 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -1070761.000000 Penalty: 4536.053223
	Iteration 80F: 3 clusters Score -1070761 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -1070762.375000 Penalty: 4536.053223
	Iteration 81Q: 3 clusters Score -1070762 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -1070767.125000 Penalty: 4536.053223
	Iteration 82Q: 3 clusters Score -1070767 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -1070770.875000 Penalty: 4536.053223
	Iteration 83Q: 3 clusters Score -1070771 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -1070778.375000 Penalty: 4536.053223
	Iteration 84Q: 3 clusters Score -1070778 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -1070777.750000 Penalty: 4536.053223
	Iteration 85Q: 3 clusters Score -1070778 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -1070778.875000 Penalty: 4536.053223
	Iteration 86Q: 3 clusters Score -1070779 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -1070784.000000 Penalty: 4536.053223
	Iteration 87Q: 3 clusters Score -1070784 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -1070784.750000 Penalty: 4536.053223
	Iteration 88Q: 3 clusters Score -1070785 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -1070785.250000 Penalty: 4536.053223
	Iteration 89Q: 3 clusters Score -1070785 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -1070786.375000 Penalty: 4536.053223
	Iteration 90Q: 3 clusters Score -1070786 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -1070786.375000 Penalty: 4536.053223
	Iteration 91Q: 3 clusters Score -1070786 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -1070790.875000 Penalty: 4536.053223
	Iteration 92Q: 3 clusters Score -1070791 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -1070791.750000 Penalty: 4536.053223
	Iteration 93Q: 3 clusters Score -1070792 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -1070791.625000 Penalty: 4536.053223
	Iteration 94Q: 3 clusters Score -1070792 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -1070796.000000 Penalty: 4536.053223
	Iteration 95Q: 3 clusters Score -1070796 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -1070793.875000 Penalty: 4536.053223
	Iteration 96Q: 3 clusters Score -1070794 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -1070797.000000 Penalty: 4536.053223
	Iteration 97Q: 3 clusters Score -1070797 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -1070800.000000 Penalty: 4536.053223
	Iteration 98Q: 3 clusters Score -1070800 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -1070800.500000 Penalty: 4536.053223
	Iteration 99Q: 3 clusters Score -1070800 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -1070801.375000 Penalty: 4536.053223
	Iteration 100F: 3 clusters Score -1070801 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -1070803.250000 Penalty: 4536.053223
	Iteration 101Q: 3 clusters Score -1070803 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -1070804.500000 Penalty: 4536.053223
	Iteration 102Q: 3 clusters Score -1070804 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -1070805.750000 Penalty: 4536.053223
	Iteration 103Q: 3 clusters Score -1070806 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -1070807.375000 Penalty: 4536.053223
	Iteration 104Q: 3 clusters Score -1070807 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -1070810.125000 Penalty: 4536.053223
	Iteration 105Q: 3 clusters Score -1070810 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -1070814.250000 Penalty: 4536.053223
	Iteration 106Q: 3 clusters Score -1070814 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -1070811.875000 Penalty: 4536.053223
	Iteration 107Q: 3 clusters Score -1070812 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -1070812.625000 Penalty: 4536.053223
	Iteration 108Q: 3 clusters Score -1070813 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -1070815.875000 Penalty: 4536.053223
	Iteration 109Q: 3 clusters Score -1070816 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -1070815.750000 Penalty: 4536.053223
	Iteration 110Q: 3 clusters Score -1070816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -1070815.250000 Penalty: 4536.053223
	Iteration 111Q: 3 clusters Score -1070815 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -1070814.625000 Penalty: 4536.053223
	Iteration 112Q: 3 clusters Score -1070815 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -1070815.875000 Penalty: 4536.053223
	Iteration 113Q: 3 clusters Score -1070816 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -1070817.750000 Penalty: 4536.053223
	Iteration 114Q: 3 clusters Score -1070818 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -1070816.125000 Penalty: 4536.053223
	Iteration 115Q: 3 clusters Score -1070816 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -1070817.500000 Penalty: 4536.053223
	Iteration 116Q: 3 clusters Score -1070818 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -1070818.000000 Penalty: 4536.053223
	Iteration 117Q: 3 clusters Score -1070818 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -1070817.125000 Penalty: 4536.053223
	Iteration 118Q: 3 clusters Score -1070817 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -1070817.875000 Penalty: 4536.053223
	Iteration 119Q: 3 clusters Score -1070818 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -1070818.500000 Penalty: 4536.053223
	Iteration 120F: 3 clusters Score -1070818 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -1070818.250000 Penalty: 4536.053223
	Iteration 121Q: 3 clusters Score -1070818 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -1070818.125000 Penalty: 4536.053223
	Iteration 122Q: 3 clusters Score -1070818 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -1070817.125000 Penalty: 4536.053223
	Iteration 123Q: 3 clusters Score -1070817 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -1070817.125000 Penalty: 4536.053223
	Iteration 124F: 3 clusters Score -1070817 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (13917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13917 members 
Entering Unmasked Estep 
Score: -1790425.125000 Penalty: 2366.135010
	Iteration 0F: 2 clusters Score -1790425 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -1780272.125000 Penalty: 4732.270020
	Iteration 0F: 3 clusters Score -1780272 nChanged 5916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -1783476.625000 Penalty: 4732.270020
	Iteration 1F: 3 clusters Score -1783477 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -1783813.500000 Penalty: 4732.270020
	Iteration 2F: 3 clusters Score -1783814 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -1784061.875000 Penalty: 4732.270020
	Iteration 3Q: 3 clusters Score -1784062 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -1784249.750000 Penalty: 4732.270020
	Iteration 4Q: 3 clusters Score -1784250 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -1784407.000000 Penalty: 4732.270020
	Iteration 5Q: 3 clusters Score -1784407 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -1784534.000000 Penalty: 4732.270020
	Iteration 6Q: 3 clusters Score -1784534 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -1784663.875000 Penalty: 4732.270020
	Iteration 7Q: 3 clusters Score -1784664 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -1784802.500000 Penalty: 4732.270020
	Iteration 8Q: 3 clusters Score -1784802 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -1784950.375000 Penalty: 4732.270020
	Iteration 9Q: 3 clusters Score -1784950 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -1785116.375000 Penalty: 4732.270020
	Iteration 10Q: 3 clusters Score -1785116 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -1785323.250000 Penalty: 4732.270020
	Iteration 11Q: 3 clusters Score -1785323 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 9654 members 
Entering Unmasked Estep 
Score: -1785649.500000 Penalty: 4732.270020
	Iteration 12Q: 3 clusters Score -1785650 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 10117 members 
Entering Unmasked Estep 
Score: -1786048.000000 Penalty: 4732.270020
	Iteration 13Q: 3 clusters Score -1786048 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 10560 members 
Entering Unmasked Estep 
Score: -1786438.500000 Penalty: 4732.270020
	Iteration 14Q: 3 clusters Score -1786438 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 10982 members 
Entering Unmasked Estep 
Score: -1786825.750000 Penalty: 4732.270020
	Iteration 15Q: 3 clusters Score -1786826 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 11337 members 
Entering Unmasked Estep 
Score: -1787153.250000 Penalty: 4732.270020
	Iteration 16Q: 3 clusters Score -1787153 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 11640 members 
Entering Unmasked Estep 
Score: -1787393.625000 Penalty: 4732.270020
	Iteration 17Q: 3 clusters Score -1787394 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 11899 members 
Entering Unmasked Estep 
Score: -1787592.875000 Penalty: 4732.270020
	Iteration 18Q: 3 clusters Score -1787593 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 12121 members 
Entering Unmasked Estep 
Score: -1787743.250000 Penalty: 4732.270020
	Iteration 19Q: 3 clusters Score -1787743 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 12291 members 
Entering Unmasked Estep 
Score: -1787841.000000 Penalty: 4732.270020
	Iteration 20F: 3 clusters Score -1787841 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 12430 members 
Entering Unmasked Estep 
Score: -1787915.875000 Penalty: 4732.270020
	Iteration 21Q: 3 clusters Score -1787916 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 12550 members 
Entering Unmasked Estep 
Score: -1787979.000000 Penalty: 4732.270020
	Iteration 22Q: 3 clusters Score -1787979 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 12637 members 
Entering Unmasked Estep 
Score: -1788019.375000 Penalty: 4732.270020
	Iteration 23Q: 3 clusters Score -1788019 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 12711 members 
Entering Unmasked Estep 
Score: -1788058.125000 Penalty: 4732.270020
	Iteration 24Q: 3 clusters Score -1788058 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 12769 members 
Entering Unmasked Estep 
Score: -1788080.125000 Penalty: 4732.270020
	Iteration 25Q: 3 clusters Score -1788080 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 12817 members 
Entering Unmasked Estep 
Score: -1788105.750000 Penalty: 4732.270020
	Iteration 26Q: 3 clusters Score -1788106 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 12863 members 
Entering Unmasked Estep 
Score: -1788128.625000 Penalty: 4732.270020
	Iteration 27Q: 3 clusters Score -1788129 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 12910 members 
Entering Unmasked Estep 
Score: -1788154.875000 Penalty: 4732.270020
	Iteration 28Q: 3 clusters Score -1788155 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 12953 members 
Entering Unmasked Estep 
Score: -1788176.375000 Penalty: 4732.270020
	Iteration 29Q: 3 clusters Score -1788176 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 12988 members 
Entering Unmasked Estep 
Score: -1788197.500000 Penalty: 4732.270020
	Iteration 30Q: 3 clusters Score -1788198 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 13025 members 
Entering Unmasked Estep 
Score: -1788222.625000 Penalty: 4732.270020
	Iteration 31Q: 3 clusters Score -1788223 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 13066 members 
Entering Unmasked Estep 
Score: -1788245.250000 Penalty: 4732.270020
	Iteration 32Q: 3 clusters Score -1788245 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 13096 members 
Entering Unmasked Estep 
Score: -1788260.500000 Penalty: 4732.270020
	Iteration 33Q: 3 clusters Score -1788260 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 13126 members 
Entering Unmasked Estep 
Score: -1788281.250000 Penalty: 4732.270020
	Iteration 34Q: 3 clusters Score -1788281 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 13151 members 
Entering Unmasked Estep 
Score: -1788296.625000 Penalty: 4732.270020
	Iteration 35Q: 3 clusters Score -1788297 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 13168 members 
Entering Unmasked Estep 
Score: -1788308.625000 Penalty: 4732.270020
	Iteration 36Q: 3 clusters Score -1788309 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 13181 members 
Entering Unmasked Estep 
Score: -1788312.875000 Penalty: 4732.270020
	Iteration 37Q: 3 clusters Score -1788313 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 13191 members 
Entering Unmasked Estep 
Score: -1788318.000000 Penalty: 4732.270020
	Iteration 38Q: 3 clusters Score -1788318 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 13205 members 
Entering Unmasked Estep 
Score: -1788322.125000 Penalty: 4732.270020
	Iteration 39Q: 3 clusters Score -1788322 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 13212 members 
Entering Unmasked Estep 
Score: -1788324.625000 Penalty: 4732.270020
	Iteration 40F: 3 clusters Score -1788325 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 13224 members 
Entering Unmasked Estep 
Score: -1788332.750000 Penalty: 4732.270020
	Iteration 41Q: 3 clusters Score -1788333 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 13230 members 
Entering Unmasked Estep 
Score: -1788334.625000 Penalty: 4732.270020
	Iteration 42Q: 3 clusters Score -1788335 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 13235 members 
Entering Unmasked Estep 
Score: -1788338.000000 Penalty: 4732.270020
	Iteration 43Q: 3 clusters Score -1788338 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 13240 members 
Entering Unmasked Estep 
Score: -1788342.750000 Penalty: 4732.270020
	Iteration 44Q: 3 clusters Score -1788343 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 13245 members 
Entering Unmasked Estep 
Score: -1788342.250000 Penalty: 4732.270020
	Iteration 45Q: 3 clusters Score -1788342 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 13251 members 
Entering Unmasked Estep 
Score: -1788348.500000 Penalty: 4732.270020
	Iteration 46Q: 3 clusters Score -1788348 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 13256 members 
Entering Unmasked Estep 
Score: -1788348.625000 Penalty: 4732.270020
	Iteration 47Q: 3 clusters Score -1788349 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 13258 members 
Entering Unmasked Estep 
Score: -1788350.625000 Penalty: 4732.270020
	Iteration 48Q: 3 clusters Score -1788351 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 13263 members 
Entering Unmasked Estep 
Score: -1788354.625000 Penalty: 4732.270020
	Iteration 49Q: 3 clusters Score -1788355 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 13270 members 
Entering Unmasked Estep 
Score: -1788356.000000 Penalty: 4732.270020
	Iteration 50Q: 3 clusters Score -1788356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 13272 members 
Entering Unmasked Estep 
Score: -1788357.375000 Penalty: 4732.270020
	Iteration 51Q: 3 clusters Score -1788357 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 13273 members 
Entering Unmasked Estep 
Score: -1788355.250000 Penalty: 4732.270020
	Iteration 52Q: 3 clusters Score -1788355 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 13275 members 
Entering Unmasked Estep 
Score: -1788356.250000 Penalty: 4732.270020
	Iteration 53Q: 3 clusters Score -1788356 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 13278 members 
Entering Unmasked Estep 
Score: -1788357.250000 Penalty: 4732.270020
	Iteration 54Q: 3 clusters Score -1788357 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 13278 members 
Entering Unmasked Estep 
Score: -1788357.250000 Penalty: 4732.270020
	Iteration 55F: 3 clusters Score -1788357 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (7484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Entering Unmasked Estep 
Score: -933857.125000 Penalty: 2212.289551
	Iteration 0F: 2 clusters Score -933857.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -927757.750000 Penalty: 4424.579102
	Iteration 0F: 3 clusters Score -927757.8 nChanged 3065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -929566.500000 Penalty: 4424.579102
	Iteration 1F: 3 clusters Score -929566.5 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -930085.250000 Penalty: 4424.579102
	Iteration 2F: 3 clusters Score -930085.2 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -930555.750000 Penalty: 4424.579102
	Iteration 3F: 3 clusters Score -930555.8 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -930935.812500 Penalty: 4424.579102
	Iteration 4F: 3 clusters Score -930935.8 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -931262.875000 Penalty: 4424.579102
	Iteration 5F: 3 clusters Score -931262.9 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -931575.000000 Penalty: 4424.579102
	Iteration 6F: 3 clusters Score -931575 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -931928.750000 Penalty: 4424.579102
	Iteration 7Q: 3 clusters Score -931928.8 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -932233.000000 Penalty: 4424.579102
	Iteration 8Q: 3 clusters Score -932233 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -932480.812500 Penalty: 4424.579102
	Iteration 9Q: 3 clusters Score -932480.8 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -932691.562500 Penalty: 4424.579102
	Iteration 10Q: 3 clusters Score -932691.6 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -932849.500000 Penalty: 4424.579102
	Iteration 11Q: 3 clusters Score -932849.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -932947.000000 Penalty: 4424.579102
	Iteration 12Q: 3 clusters Score -932947 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -932991.875000 Penalty: 4424.579102
	Iteration 13Q: 3 clusters Score -932991.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -933019.687500 Penalty: 4424.579102
	Iteration 14Q: 3 clusters Score -933019.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -933038.375000 Penalty: 4424.579102
	Iteration 15Q: 3 clusters Score -933038.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -933054.812500 Penalty: 4424.579102
	Iteration 16Q: 3 clusters Score -933054.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -933064.375000 Penalty: 4424.579102
	Iteration 17Q: 3 clusters Score -933064.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -933072.437500 Penalty: 4424.579102
	Iteration 18Q: 3 clusters Score -933072.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -933080.062500 Penalty: 4424.579102
	Iteration 19Q: 3 clusters Score -933080.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -933084.937500 Penalty: 4424.579102
	Iteration 20F: 3 clusters Score -933084.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -933087.500000 Penalty: 4424.579102
	Iteration 21Q: 3 clusters Score -933087.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -933090.250000 Penalty: 4424.579102
	Iteration 22Q: 3 clusters Score -933090.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -933092.937500 Penalty: 4424.579102
	Iteration 23Q: 3 clusters Score -933092.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -933097.062500 Penalty: 4424.579102
	Iteration 24Q: 3 clusters Score -933097.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -933101.562500 Penalty: 4424.579102
	Iteration 25Q: 3 clusters Score -933101.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -933107.187500 Penalty: 4424.579102
	Iteration 26Q: 3 clusters Score -933107.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -933109.562500 Penalty: 4424.579102
	Iteration 27Q: 3 clusters Score -933109.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -933112.437500 Penalty: 4424.579102
	Iteration 28Q: 3 clusters Score -933112.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -933111.062500 Penalty: 4424.579102
	Iteration 29Q: 3 clusters Score -933111.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -933115.250000 Penalty: 4424.579102
	Iteration 30Q: 3 clusters Score -933115.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -933117.062500 Penalty: 4424.579102
	Iteration 31Q: 3 clusters Score -933117.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -933120.937500 Penalty: 4424.579102
	Iteration 32Q: 3 clusters Score -933120.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -933121.812500 Penalty: 4424.579102
	Iteration 33Q: 3 clusters Score -933121.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -933121.500000 Penalty: 4424.579102
	Iteration 34Q: 3 clusters Score -933121.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -933122.562500 Penalty: 4424.579102
	Iteration 35Q: 3 clusters Score -933122.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -933122.812500 Penalty: 4424.579102
	Iteration 36Q: 3 clusters Score -933122.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -933124.062500 Penalty: 4424.579102
	Iteration 37Q: 3 clusters Score -933124.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -933124.250000 Penalty: 4424.579102
	Iteration 38Q: 3 clusters Score -933124.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -933126.562500 Penalty: 4424.579102
	Iteration 39Q: 3 clusters Score -933126.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -933125.437500 Penalty: 4424.579102
	Iteration 40F: 3 clusters Score -933125.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -933125.187500 Penalty: 4424.579102
	Iteration 41Q: 3 clusters Score -933125.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -933126.937500 Penalty: 4424.579102
	Iteration 42Q: 3 clusters Score -933126.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -933126.250000 Penalty: 4424.579102
	Iteration 43Q: 3 clusters Score -933126.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -933126.250000 Penalty: 4424.579102
	Iteration 44F: 3 clusters Score -933126.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (27209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27209 members 
Entering Unmasked Estep 
Score: -3466626.500000 Penalty: 2532.403076
	Iteration 0F: 2 clusters Score -3466626 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13634 members 
Mstep: Class 2 contains 13575 members 
Entering Unmasked Estep 
Score: -3447909.500000 Penalty: 5064.806152
	Iteration 0F: 3 clusters Score -3447910 nChanged 12273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13943 members 
Mstep: Class 2 contains 13266 members 
Entering Unmasked Estep 
Score: -3454646.250000 Penalty: 5064.806152
	Iteration 1F: 3 clusters Score -3454646 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14248 members 
Mstep: Class 2 contains 12961 members 
Entering Unmasked Estep 
Score: -3455229.750000 Penalty: 5064.806152
	Iteration 2F: 3 clusters Score -3455230 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14664 members 
Mstep: Class 2 contains 12545 members 
Entering Unmasked Estep 
Score: -3455815.000000 Penalty: 5064.806152
	Iteration 3F: 3 clusters Score -3455815 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15245 members 
Mstep: Class 2 contains 11964 members 
Entering Unmasked Estep 
Score: -3456376.500000 Penalty: 5064.806152
	Iteration 4Q: 3 clusters Score -3456376 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16040 members 
Mstep: Class 2 contains 11169 members 
Entering Unmasked Estep 
Score: -3457026.500000 Penalty: 5064.806152
	Iteration 5F: 3 clusters Score -3457026 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16931 members 
Mstep: Class 2 contains 10278 members 
Entering Unmasked Estep 
Score: -3457840.750000 Penalty: 5064.806152
	Iteration 6F: 3 clusters Score -3457841 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17926 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -3458833.250000 Penalty: 5064.806152
	Iteration 7F: 3 clusters Score -3458833 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19036 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -3459885.500000 Penalty: 5064.806152
	Iteration 8F: 3 clusters Score -3459886 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20084 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -3460724.250000 Penalty: 5064.806152
	Iteration 9F: 3 clusters Score -3460724 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21014 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -3461368.250000 Penalty: 5064.806152
	Iteration 10Q: 3 clusters Score -3461368 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21903 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -3461913.750000 Penalty: 5064.806152
	Iteration 11Q: 3 clusters Score -3461914 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22684 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -3462365.250000 Penalty: 5064.806152
	Iteration 12Q: 3 clusters Score -3462365 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23409 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -3462833.500000 Penalty: 5064.806152
	Iteration 13Q: 3 clusters Score -3462834 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24024 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -3463241.250000 Penalty: 5064.806152
	Iteration 14Q: 3 clusters Score -3463241 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24534 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -3463610.000000 Penalty: 5064.806152
	Iteration 15Q: 3 clusters Score -3463610 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24923 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -3463910.750000 Penalty: 5064.806152
	Iteration 16Q: 3 clusters Score -3463911 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25218 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -3464163.500000 Penalty: 5064.806152
	Iteration 17Q: 3 clusters Score -3464164 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25424 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -3464365.250000 Penalty: 5064.806152
	Iteration 18Q: 3 clusters Score -3464365 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25560 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -3464530.750000 Penalty: 5064.806152
	Iteration 19Q: 3 clusters Score -3464531 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25681 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -3464692.750000 Penalty: 5064.806152
	Iteration 20F: 3 clusters Score -3464693 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25756 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -3464810.000000 Penalty: 5064.806152
	Iteration 21Q: 3 clusters Score -3464810 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25819 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -3464892.750000 Penalty: 5064.806152
	Iteration 22Q: 3 clusters Score -3464893 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25870 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -3464956.500000 Penalty: 5064.806152
	Iteration 23Q: 3 clusters Score -3464956 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25912 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -3465010.000000 Penalty: 5064.806152
	Iteration 24Q: 3 clusters Score -3465010 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25923 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -3465038.250000 Penalty: 5064.806152
	Iteration 25Q: 3 clusters Score -3465038 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25931 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -3465060.500000 Penalty: 5064.806152
	Iteration 26Q: 3 clusters Score -3465060 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25940 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -3465075.250000 Penalty: 5064.806152
	Iteration 27Q: 3 clusters Score -3465075 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25946 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -3465085.750000 Penalty: 5064.806152
	Iteration 28Q: 3 clusters Score -3465086 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25952 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -3465101.250000 Penalty: 5064.806152
	Iteration 29Q: 3 clusters Score -3465101 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25963 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -3465107.000000 Penalty: 5064.806152
	Iteration 30Q: 3 clusters Score -3465107 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25969 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -3465117.500000 Penalty: 5064.806152
	Iteration 31Q: 3 clusters Score -3465118 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25970 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -3465119.250000 Penalty: 5064.806152
	Iteration 32Q: 3 clusters Score -3465119 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25974 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -3465129.250000 Penalty: 5064.806152
	Iteration 33Q: 3 clusters Score -3465129 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25979 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -3465128.000000 Penalty: 5064.806152
	Iteration 34Q: 3 clusters Score -3465128 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25979 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -3465129.000000 Penalty: 5064.806152
	Iteration 35Q: 3 clusters Score -3465129 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25980 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -3465131.000000 Penalty: 5064.806152
	Iteration 36Q: 3 clusters Score -3465131 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25980 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -3465131.000000 Penalty: 5064.806152
	Iteration 37F: 3 clusters Score -3465131 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (11623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11623 members 
Entering Unmasked Estep 
Score: -1454489.500000 Penalty: 2321.463867
	Iteration 0F: 2 clusters Score -1454490 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -1445838.500000 Penalty: 4642.927734
	Iteration 0F: 3 clusters Score -1445838 nChanged 4852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -1448434.125000 Penalty: 4642.927734
	Iteration 1F: 3 clusters Score -1448434 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -1448861.000000 Penalty: 4642.927734
	Iteration 2F: 3 clusters Score -1448861 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -1449147.125000 Penalty: 4642.927734
	Iteration 3F: 3 clusters Score -1449147 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -1449407.500000 Penalty: 4642.927734
	Iteration 4Q: 3 clusters Score -1449408 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -1449645.000000 Penalty: 4642.927734
	Iteration 5Q: 3 clusters Score -1449645 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -1449900.625000 Penalty: 4642.927734
	Iteration 6Q: 3 clusters Score -1449901 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -1450169.875000 Penalty: 4642.927734
	Iteration 7Q: 3 clusters Score -1450170 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -1450481.125000 Penalty: 4642.927734
	Iteration 8Q: 3 clusters Score -1450481 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -1450858.250000 Penalty: 4642.927734
	Iteration 9Q: 3 clusters Score -1450858 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -1451267.125000 Penalty: 4642.927734
	Iteration 10Q: 3 clusters Score -1451267 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -1451623.125000 Penalty: 4642.927734
	Iteration 11Q: 3 clusters Score -1451623 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -1451876.625000 Penalty: 4642.927734
	Iteration 12Q: 3 clusters Score -1451877 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -1452039.375000 Penalty: 4642.927734
	Iteration 13Q: 3 clusters Score -1452039 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -1452152.625000 Penalty: 4642.927734
	Iteration 14Q: 3 clusters Score -1452153 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -1452249.250000 Penalty: 4642.927734
	Iteration 15Q: 3 clusters Score -1452249 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -1452328.500000 Penalty: 4642.927734
	Iteration 16Q: 3 clusters Score -1452328 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -1452402.625000 Penalty: 4642.927734
	Iteration 17Q: 3 clusters Score -1452403 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -1452456.750000 Penalty: 4642.927734
	Iteration 18Q: 3 clusters Score -1452457 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -1452504.625000 Penalty: 4642.927734
	Iteration 19Q: 3 clusters Score -1452505 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -1452553.750000 Penalty: 4642.927734
	Iteration 20F: 3 clusters Score -1452554 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -1452607.250000 Penalty: 4642.927734
	Iteration 21Q: 3 clusters Score -1452607 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -1452656.500000 Penalty: 4642.927734
	Iteration 22Q: 3 clusters Score -1452656 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -1452703.000000 Penalty: 4642.927734
	Iteration 23Q: 3 clusters Score -1452703 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -1452746.250000 Penalty: 4642.927734
	Iteration 24Q: 3 clusters Score -1452746 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -1452778.250000 Penalty: 4642.927734
	Iteration 25Q: 3 clusters Score -1452778 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -1452819.250000 Penalty: 4642.927734
	Iteration 26Q: 3 clusters Score -1452819 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -1452859.625000 Penalty: 4642.927734
	Iteration 27Q: 3 clusters Score -1452860 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -1452897.125000 Penalty: 4642.927734
	Iteration 28Q: 3 clusters Score -1452897 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -1452933.125000 Penalty: 4642.927734
	Iteration 29Q: 3 clusters Score -1452933 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -1452964.500000 Penalty: 4642.927734
	Iteration 30Q: 3 clusters Score -1452964 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -1452998.750000 Penalty: 4642.927734
	Iteration 31Q: 3 clusters Score -1452999 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -1453022.625000 Penalty: 4642.927734
	Iteration 32Q: 3 clusters Score -1453023 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -1453048.750000 Penalty: 4642.927734
	Iteration 33Q: 3 clusters Score -1453049 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -1453073.500000 Penalty: 4642.927734
	Iteration 34Q: 3 clusters Score -1453074 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -1453089.125000 Penalty: 4642.927734
	Iteration 35Q: 3 clusters Score -1453089 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -1453103.125000 Penalty: 4642.927734
	Iteration 36Q: 3 clusters Score -1453103 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -1453116.125000 Penalty: 4642.927734
	Iteration 37Q: 3 clusters Score -1453116 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -1453123.375000 Penalty: 4642.927734
	Iteration 38Q: 3 clusters Score -1453123 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -1453131.000000 Penalty: 4642.927734
	Iteration 39Q: 3 clusters Score -1453131 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -1453142.375000 Penalty: 4642.927734
	Iteration 40F: 3 clusters Score -1453142 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -1453145.625000 Penalty: 4642.927734
	Iteration 41Q: 3 clusters Score -1453146 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -1453151.250000 Penalty: 4642.927734
	Iteration 42Q: 3 clusters Score -1453151 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -1453154.125000 Penalty: 4642.927734
	Iteration 43Q: 3 clusters Score -1453154 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -1453158.625000 Penalty: 4642.927734
	Iteration 44Q: 3 clusters Score -1453159 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -1453157.500000 Penalty: 4642.927734
	Iteration 45Q: 3 clusters Score -1453158 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -1453159.125000 Penalty: 4642.927734
	Iteration 46Q: 3 clusters Score -1453159 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -1453159.250000 Penalty: 4642.927734
	Iteration 47Q: 3 clusters Score -1453159 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -1453159.250000 Penalty: 4642.927734
	Iteration 48F: 3 clusters Score -1453159 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -125410.101562 Penalty: 1719.005005
	Iteration 0F: 2 clusters Score -125410.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -123645.875000 Penalty: 3438.010010
	Iteration 0F: 3 clusters Score -123645.9 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -124556.093750 Penalty: 3438.010010
	Iteration 1F: 3 clusters Score -124556.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -124959.554688 Penalty: 3438.010010
	Iteration 2F: 3 clusters Score -124959.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -125241.554688 Penalty: 3438.010010
	Iteration 3F: 3 clusters Score -125241.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -125400.773438 Penalty: 3438.010010
	Iteration 4F: 3 clusters Score -125400.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -125526.226562 Penalty: 3438.010010
	Iteration 5Q: 3 clusters Score -125526.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -125591.460938 Penalty: 3438.010010
	Iteration 6Q: 3 clusters Score -125591.5 nChanged 13
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: -125625.562500 Penalty: 3438.010010
	Iteration 7Q: 3 clusters Score -125625.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -125643.812500 Penalty: 3438.010010
	Iteration 8Q: 3 clusters Score -125643.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -125649.609375 Penalty: 3438.010010
	Iteration 9Q: 3 clusters Score -125649.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -125649.609375 Penalty: 3438.010010
	Iteration 10F: 3 clusters Score -125649.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22667 members 
Mstep: Class 2 contains 4097 members 
Mstep: Class 3 contains 1074 members 
Mstep: Class 4 contains 223867 members 
Mstep: Class 5 contains 4104 members 
Mstep: Class 6 contains 2304 members 
Mstep: Class 7 contains 9370 members 
Mstep: Class 8 contains 13917 members 
Mstep: Class 9 contains 7484 members 
Mstep: Class 10 contains 27209 members 
Mstep: Class 11 contains 11623 members 
Mstep: Class 12 contains 478 members 
Mstep: Class 13 contains 3501 members 
Mstep: Class 14 contains 36420 members 
Mstep: Class 15 contains 181331 members 
Mstep: Class 16 contains 23105 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 9965 members 
Mstep: Class 19 contains 164797 members 
Mstep: Class 20 contains 55134 members 
Mstep: Class 21 contains 2424 members 
Mstep: Class 22 contains 686 members 
Mstep: Class 23 contains 4373 members 
Mstep: Class 24 contains 3309 members 
Mstep: Class 25 contains 38649 members 
Mstep: Class 26 contains 60626 members 
Mstep: Class 27 contains 28772 members 
Mstep: Class 28 contains 470 members 
Mstep: Class 29 contains 42863 members 
Mstep: Class 30 contains 10848 members 
Mstep: Class 31 contains 6551 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8485 members 
Mstep: Class 34 contains 437 members 
Mstep: Class 35 contains 3414 members 
Mstep: Class 36 contains 8305 members 
Mstep: Class 37 contains 3934 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1867 members 
Mstep: Class 40 contains 19220 members 
Mstep: Class 41 contains 424 members 
Mstep: Class 42 contains 3011 members 
Mstep: Class 43 contains 3655 members 
Mstep: Class 44 contains 1401 members 
Mstep: Class 45 contains 22188 members 
Mstep: Class 46 contains 13082 members 
Mstep: Class 47 contains 306 members 
Mstep: Class 48 contains 7925 members 
Mstep: Class 49 contains 26843 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 616 members 
Mstep: Class 52 contains 309 members 
Mstep: Class 53 contains 3100 members 
Mstep: Class 54 contains 347 members 
Mstep: Class 55 contains 4796 members 
Mstep: Class 56 contains 17273 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 284 members 
Mstep: Class 60 contains 4819 members 
Mstep: Class 61 contains 1768 members 
Mstep: Class 62 contains 1052 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 8194 members 
Mstep: Class 65 contains 503 members 
Mstep: Class 66 contains 665 members 
Mstep: Class 67 contains 2648 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 711 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 7214 members 
Mstep: Class 75 contains 892 members 
Mstep: Class 76 contains 504 members 
Mstep: Class 77 contains 631 members 
Mstep: Class 78 contains 546 members 
Entering Unmasked Estep 
Score: -147545712.000000 Penalty: 270583.718750
Splitting cluster 12 changes total score from -147546992.000000 to -147545712.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (3501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Entering Unmasked Estep 
Score: -435942.531250 Penalty: 2023.879395
	Iteration 0F: 2 clusters Score -435942.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -432412.312500 Penalty: 4047.758789
	Iteration 0F: 3 clusters Score -432412.3 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -433122.187500 Penalty: 4047.758789
	Iteration 1F: 3 clusters Score -433122.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -433257.625000 Penalty: 4047.758789
	Iteration 2F: 3 clusters Score -433257.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -433348.843750 Penalty: 4047.758789
	Iteration 3Q: 3 clusters Score -433348.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -433393.187500 Penalty: 4047.758789
	Iteration 4Q: 3 clusters Score -433393.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -433419.875000 Penalty: 4047.758789
	Iteration 5Q: 3 clusters Score -433419.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -433442.656250 Penalty: 4047.758789
	Iteration 6Q: 3 clusters Score -433442.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -433469.562500 Penalty: 4047.758789
	Iteration 7Q: 3 clusters Score -433469.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -433497.531250 Penalty: 4047.758789
	Iteration 8Q: 3 clusters Score -433497.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -433516.812500 Penalty: 4047.758789
	Iteration 9Q: 3 clusters Score -433516.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -433534.125000 Penalty: 4047.758789
	Iteration 10Q: 3 clusters Score -433534.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -433549.375000 Penalty: 4047.758789
	Iteration 11Q: 3 clusters Score -433549.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -433561.062500 Penalty: 4047.758789
	Iteration 12Q: 3 clusters Score -433561.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -433571.156250 Penalty: 4047.758789
	Iteration 13Q: 3 clusters Score -433571.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -433586.312500 Penalty: 4047.758789
	Iteration 14Q: 3 clusters Score -433586.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -433601.062500 Penalty: 4047.758789
	Iteration 15Q: 3 clusters Score -433601.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -433610.531250 Penalty: 4047.758789
	Iteration 16Q: 3 clusters Score -433610.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -433626.062500 Penalty: 4047.758789
	Iteration 17Q: 3 clusters Score -433626.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -433644.875000 Penalty: 4047.758789
	Iteration 18Q: 3 clusters Score -433644.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -433658.593750 Penalty: 4047.758789
	Iteration 19Q: 3 clusters Score -433658.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -433672.250000 Penalty: 4047.758789
	Iteration 20F: 3 clusters Score -433672.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -433682.750000 Penalty: 4047.758789
	Iteration 21Q: 3 clusters Score -433682.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -433691.593750 Penalty: 4047.758789
	Iteration 22Q: 3 clusters Score -433691.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -433701.156250 Penalty: 4047.758789
	Iteration 23Q: 3 clusters Score -433701.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -433713.375000 Penalty: 4047.758789
	Iteration 24Q: 3 clusters Score -433713.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -433723.625000 Penalty: 4047.758789
	Iteration 25Q: 3 clusters Score -433723.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -433732.906250 Penalty: 4047.758789
	Iteration 26Q: 3 clusters Score -433732.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -433740.531250 Penalty: 4047.758789
	Iteration 27Q: 3 clusters Score -433740.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -433743.687500 Penalty: 4047.758789
	Iteration 28Q: 3 clusters Score -433743.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -433749.343750 Penalty: 4047.758789
	Iteration 29Q: 3 clusters Score -433749.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -433753.312500 Penalty: 4047.758789
	Iteration 30Q: 3 clusters Score -433753.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -433756.625000 Penalty: 4047.758789
	Iteration 31Q: 3 clusters Score -433756.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -433760.593750 Penalty: 4047.758789
	Iteration 32Q: 3 clusters Score -433760.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -433764.531250 Penalty: 4047.758789
	Iteration 33Q: 3 clusters Score -433764.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -433768.375000 Penalty: 4047.758789
	Iteration 34Q: 3 clusters Score -433768.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -433772.750000 Penalty: 4047.758789
	Iteration 35Q: 3 clusters Score -433772.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -433777.187500 Penalty: 4047.758789
	Iteration 36Q: 3 clusters Score -433777.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -433779.343750 Penalty: 4047.758789
	Iteration 37Q: 3 clusters Score -433779.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -433782.343750 Penalty: 4047.758789
	Iteration 38Q: 3 clusters Score -433782.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -433785.843750 Penalty: 4047.758789
	Iteration 39Q: 3 clusters Score -433785.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -433786.406250 Penalty: 4047.758789
	Iteration 40F: 3 clusters Score -433786.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -433785.875000 Penalty: 4047.758789
	Iteration 41Q: 3 clusters Score -433785.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -433785.875000 Penalty: 4047.758789
	Iteration 42F: 3 clusters Score -433785.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (36420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36420 members 
Entering Unmasked Estep 
Score: -4588847.000000 Penalty: 2604.712646
	Iteration 0F: 2 clusters Score -4588847 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18137 members 
Mstep: Class 2 contains 18283 members 
Entering Unmasked Estep 
Score: -4564200.000000 Penalty: 5209.425293
	Iteration 0F: 3 clusters Score -4564200 nChanged 16576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17797 members 
Mstep: Class 2 contains 18623 members 
Entering Unmasked Estep 
Score: -4573296.000000 Penalty: 5209.425293
	Iteration 1F: 3 clusters Score -4573296 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17525 members 
Mstep: Class 2 contains 18895 members 
Entering Unmasked Estep 
Score: -4573849.000000 Penalty: 5209.425293
	Iteration 2Q: 3 clusters Score -4573849 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17092 members 
Mstep: Class 2 contains 19328 members 
Entering Unmasked Estep 
Score: -4574455.000000 Penalty: 5209.425293
	Iteration 3Q: 3 clusters Score -4574455 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16564 members 
Mstep: Class 2 contains 19856 members 
Entering Unmasked Estep 
Score: -4575105.000000 Penalty: 5209.425293
	Iteration 4Q: 3 clusters Score -4575105 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15944 members 
Mstep: Class 2 contains 20476 members 
Entering Unmasked Estep 
Score: -4575850.500000 Penalty: 5209.425293
	Iteration 5Q: 3 clusters Score -4575850 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15245 members 
Mstep: Class 2 contains 21175 members 
Entering Unmasked Estep 
Score: -4576669.000000 Penalty: 5209.425293
	Iteration 6Q: 3 clusters Score -4576669 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14499 members 
Mstep: Class 2 contains 21921 members 
Entering Unmasked Estep 
Score: -4577514.500000 Penalty: 5209.425293
	Iteration 7Q: 3 clusters Score -4577514 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13696 members 
Mstep: Class 2 contains 22724 members 
Entering Unmasked Estep 
Score: -4578419.000000 Penalty: 5209.425293
	Iteration 8Q: 3 clusters Score -4578419 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12881 members 
Mstep: Class 2 contains 23539 members 
Entering Unmasked Estep 
Score: -4579337.500000 Penalty: 5209.425293
	Iteration 9Q: 3 clusters Score -4579338 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12084 members 
Mstep: Class 2 contains 24336 members 
Entering Unmasked Estep 
Score: -4580196.000000 Penalty: 5209.425293
	Iteration 10Q: 3 clusters Score -4580196 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11270 members 
Mstep: Class 2 contains 25150 members 
Entering Unmasked Estep 
Score: -4581012.000000 Penalty: 5209.425293
	Iteration 11Q: 3 clusters Score -4581012 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10467 members 
Mstep: Class 2 contains 25953 members 
Entering Unmasked Estep 
Score: -4581679.500000 Penalty: 5209.425293
	Iteration 12Q: 3 clusters Score -4581680 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 26696 members 
Entering Unmasked Estep 
Score: -4582252.000000 Penalty: 5209.425293
	Iteration 13Q: 3 clusters Score -4582252 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 27397 members 
Entering Unmasked Estep 
Score: -4582705.500000 Penalty: 5209.425293
	Iteration 14Q: 3 clusters Score -4582706 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 28029 members 
Entering Unmasked Estep 
Score: -4583068.500000 Penalty: 5209.425293
	Iteration 15Q: 3 clusters Score -4583068 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 28608 members 
Entering Unmasked Estep 
Score: -4583359.000000 Penalty: 5209.425293
	Iteration 16Q: 3 clusters Score -4583359 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 29139 members 
Entering Unmasked Estep 
Score: -4583606.000000 Penalty: 5209.425293
	Iteration 17Q: 3 clusters Score -4583606 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 29665 members 
Entering Unmasked Estep 
Score: -4583848.500000 Penalty: 5209.425293
	Iteration 18Q: 3 clusters Score -4583848 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 30178 members 
Entering Unmasked Estep 
Score: -4584107.500000 Penalty: 5209.425293
	Iteration 19Q: 3 clusters Score -4584108 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 30674 members 
Entering Unmasked Estep 
Score: -4584323.500000 Penalty: 5209.425293
	Iteration 20F: 3 clusters Score -4584324 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 31105 members 
Entering Unmasked Estep 
Score: -4584566.000000 Penalty: 5209.425293
	Iteration 21Q: 3 clusters Score -4584566 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 31486 members 
Entering Unmasked Estep 
Score: -4584727.000000 Penalty: 5209.425293
	Iteration 22Q: 3 clusters Score -4584727 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 31843 members 
Entering Unmasked Estep 
Score: -4584874.500000 Penalty: 5209.425293
	Iteration 23Q: 3 clusters Score -4584874 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 32182 members 
Entering Unmasked Estep 
Score: -4585021.000000 Penalty: 5209.425293
	Iteration 24Q: 3 clusters Score -4585021 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 32502 members 
Entering Unmasked Estep 
Score: -4585157.000000 Penalty: 5209.425293
	Iteration 25Q: 3 clusters Score -4585157 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 32780 members 
Entering Unmasked Estep 
Score: -4585266.500000 Penalty: 5209.425293
	Iteration 26Q: 3 clusters Score -4585266 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 33055 members 
Entering Unmasked Estep 
Score: -4585394.000000 Penalty: 5209.425293
	Iteration 27Q: 3 clusters Score -4585394 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 33309 members 
Entering Unmasked Estep 
Score: -4585502.000000 Penalty: 5209.425293
	Iteration 28Q: 3 clusters Score -4585502 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 33546 members 
Entering Unmasked Estep 
Score: -4585607.000000 Penalty: 5209.425293
	Iteration 29Q: 3 clusters Score -4585607 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 33782 members 
Entering Unmasked Estep 
Score: -4585724.500000 Penalty: 5209.425293
	Iteration 30Q: 3 clusters Score -4585724 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 33979 members 
Entering Unmasked Estep 
Score: -4585823.500000 Penalty: 5209.425293
	Iteration 31Q: 3 clusters Score -4585824 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 34167 members 
Entering Unmasked Estep 
Score: -4585925.000000 Penalty: 5209.425293
	Iteration 32Q: 3 clusters Score -4585925 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 34349 members 
Entering Unmasked Estep 
Score: -4586018.000000 Penalty: 5209.425293
	Iteration 33Q: 3 clusters Score -4586018 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 34523 members 
Entering Unmasked Estep 
Score: -4586084.500000 Penalty: 5209.425293
	Iteration 34Q: 3 clusters Score -4586084 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 34684 members 
Entering Unmasked Estep 
Score: -4586174.000000 Penalty: 5209.425293
	Iteration 35Q: 3 clusters Score -4586174 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 34816 members 
Entering Unmasked Estep 
Score: -4586235.500000 Penalty: 5209.425293
	Iteration 36Q: 3 clusters Score -4586236 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 34922 members 
Entering Unmasked Estep 
Score: -4586291.500000 Penalty: 5209.425293
	Iteration 37Q: 3 clusters Score -4586292 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 34992 members 
Entering Unmasked Estep 
Score: -4586324.000000 Penalty: 5209.425293
	Iteration 38Q: 3 clusters Score -4586324 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 35071 members 
Entering Unmasked Estep 
Score: -4586356.500000 Penalty: 5209.425293
	Iteration 39Q: 3 clusters Score -4586356 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 35134 members 
Entering Unmasked Estep 
Score: -4586388.500000 Penalty: 5209.425293
	Iteration 40F: 3 clusters Score -4586388 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 35194 members 
Entering Unmasked Estep 
Score: -4586431.500000 Penalty: 5209.425293
	Iteration 41Q: 3 clusters Score -4586432 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 35247 members 
Entering Unmasked Estep 
Score: -4586455.000000 Penalty: 5209.425293
	Iteration 42Q: 3 clusters Score -4586455 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 35291 members 
Entering Unmasked Estep 
Score: -4586480.000000 Penalty: 5209.425293
	Iteration 43Q: 3 clusters Score -4586480 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 35327 members 
Entering Unmasked Estep 
Score: -4586502.500000 Penalty: 5209.425293
	Iteration 44Q: 3 clusters Score -4586502 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 35352 members 
Entering Unmasked Estep 
Score: -4586511.500000 Penalty: 5209.425293
	Iteration 45Q: 3 clusters Score -4586512 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 35383 members 
Entering Unmasked Estep 
Score: -4586525.000000 Penalty: 5209.425293
	Iteration 46Q: 3 clusters Score -4586525 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 35399 members 
Entering Unmasked Estep 
Score: -4586529.000000 Penalty: 5209.425293
	Iteration 47Q: 3 clusters Score -4586529 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 35409 members 
Entering Unmasked Estep 
Score: -4586531.000000 Penalty: 5209.425293
	Iteration 48Q: 3 clusters Score -4586531 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 35422 members 
Entering Unmasked Estep 
Score: -4586531.000000 Penalty: 5209.425293
	Iteration 49Q: 3 clusters Score -4586531 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 35428 members 
Entering Unmasked Estep 
Score: -4586533.500000 Penalty: 5209.425293
	Iteration 50Q: 3 clusters Score -4586534 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 35433 members 
Entering Unmasked Estep 
Score: -4586537.000000 Penalty: 5209.425293
	Iteration 51Q: 3 clusters Score -4586537 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 35440 members 
Entering Unmasked Estep 
Score: -4586539.000000 Penalty: 5209.425293
	Iteration 52Q: 3 clusters Score -4586539 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 35447 members 
Entering Unmasked Estep 
Score: -4586533.500000 Penalty: 5209.425293
	Iteration 53Q: 3 clusters Score -4586534 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 35452 members 
Entering Unmasked Estep 
Score: -4586543.000000 Penalty: 5209.425293
	Iteration 54Q: 3 clusters Score -4586543 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 35459 members 
Entering Unmasked Estep 
Score: -4586547.500000 Penalty: 5209.425293
	Iteration 55Q: 3 clusters Score -4586548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 35461 members 
Entering Unmasked Estep 
Score: -4586550.500000 Penalty: 5209.425293
	Iteration 56Q: 3 clusters Score -4586550 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 35466 members 
Entering Unmasked Estep 
Score: -4586550.500000 Penalty: 5209.425293
	Iteration 57Q: 3 clusters Score -4586550 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 35470 members 
Entering Unmasked Estep 
Score: -4586548.500000 Penalty: 5209.425293
	Iteration 58Q: 3 clusters Score -4586548 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 35474 members 
Entering Unmasked Estep 
Score: -4586548.500000 Penalty: 5209.425293
	Iteration 59Q: 3 clusters Score -4586548 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 35478 members 
Entering Unmasked Estep 
Score: -4586545.500000 Penalty: 5209.425293
	Iteration 60F: 3 clusters Score -4586546 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 35481 members 
Entering Unmasked Estep 
Score: -4586546.000000 Penalty: 5209.425293
	Iteration 61Q: 3 clusters Score -4586546 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 35482 members 
Entering Unmasked Estep 
Score: -4586547.500000 Penalty: 5209.425293
	Iteration 62Q: 3 clusters Score -4586548 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 35483 members 
Entering Unmasked Estep 
Score: -4586549.500000 Penalty: 5209.425293
	Iteration 63Q: 3 clusters Score -4586550 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 35486 members 
Entering Unmasked Estep 
Score: -4586550.500000 Penalty: 5209.425293
	Iteration 64Q: 3 clusters Score -4586550 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 35490 members 
Entering Unmasked Estep 
Score: -4586549.000000 Penalty: 5209.425293
	Iteration 65Q: 3 clusters Score -4586549 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 35492 members 
Entering Unmasked Estep 
Score: -4586547.500000 Penalty: 5209.425293
	Iteration 66Q: 3 clusters Score -4586548 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 35492 members 
Entering Unmasked Estep 
Score: -4586547.500000 Penalty: 5209.425293
	Iteration 67F: 3 clusters Score -4586548 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (181331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181331 members 
Entering Unmasked Estep 
Score: -23346140.000000 Penalty: 3002.803467
	Iteration 0F: 2 clusters Score -2.334614e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90487 members 
Mstep: Class 2 contains 90844 members 
Entering Unmasked Estep 
Score: -23225222.000000 Penalty: 6005.606934
	Iteration 0F: 3 clusters Score -2.322522e+07 nChanged 87005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87544 members 
Mstep: Class 2 contains 93787 members 
Entering Unmasked Estep 
Score: -23276196.000000 Penalty: 6005.606934
	Iteration 1F: 3 clusters Score -2.32762e+07 nChanged 5118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85602 members 
Mstep: Class 2 contains 95729 members 
Entering Unmasked Estep 
Score: -23277294.000000 Penalty: 6005.606934
	Iteration 2Q: 3 clusters Score -2.327729e+07 nChanged 5659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82743 members 
Mstep: Class 2 contains 98588 members 
Entering Unmasked Estep 
Score: -23278836.000000 Penalty: 6005.606934
	Iteration 3Q: 3 clusters Score -2.327884e+07 nChanged 6847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78428 members 
Mstep: Class 2 contains 102903 members 
Entering Unmasked Estep 
Score: -23281668.000000 Penalty: 6005.606934
	Iteration 4Q: 3 clusters Score -2.328167e+07 nChanged 8809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72029 members 
Mstep: Class 2 contains 109302 members 
Entering Unmasked Estep 
Score: -23286198.000000 Penalty: 6005.606934
	Iteration 5Q: 3 clusters Score -2.32862e+07 nChanged 11013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63368 members 
Mstep: Class 2 contains 117963 members 
Entering Unmasked Estep 
Score: -23293942.000000 Penalty: 6005.606934
	Iteration 6F: 3 clusters Score -2.329394e+07 nChanged 12978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52660 members 
Mstep: Class 2 contains 128671 members 
Entering Unmasked Estep 
Score: -23304786.000000 Penalty: 6005.606934
	Iteration 7F: 3 clusters Score -2.330479e+07 nChanged 12835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41969 members 
Mstep: Class 2 contains 139362 members 
Entering Unmasked Estep 
Score: -23316882.000000 Penalty: 6005.606934
	Iteration 8F: 3 clusters Score -2.331688e+07 nChanged 10619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33354 members 
Mstep: Class 2 contains 147977 members 
Entering Unmasked Estep 
Score: -23326374.000000 Penalty: 6005.606934
	Iteration 9F: 3 clusters Score -2.332637e+07 nChanged 7278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27650 members 
Mstep: Class 2 contains 153681 members 
Entering Unmasked Estep 
Score: -23332072.000000 Penalty: 6005.606934
	Iteration 10Q: 3 clusters Score -2.333207e+07 nChanged 4838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23730 members 
Mstep: Class 2 contains 157601 members 
Entering Unmasked Estep 
Score: -23335576.000000 Penalty: 6005.606934
	Iteration 11Q: 3 clusters Score -2.333558e+07 nChanged 3322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20866 members 
Mstep: Class 2 contains 160465 members 
Entering Unmasked Estep 
Score: -23337314.000000 Penalty: 6005.606934
	Iteration 12Q: 3 clusters Score -2.333731e+07 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18548 members 
Mstep: Class 2 contains 162783 members 
Entering Unmasked Estep 
Score: -23338570.000000 Penalty: 6005.606934
	Iteration 13Q: 3 clusters Score -2.333857e+07 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16542 members 
Mstep: Class 2 contains 164789 members 
Entering Unmasked Estep 
Score: -23339606.000000 Penalty: 6005.606934
	Iteration 14Q: 3 clusters Score -2.333961e+07 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14798 members 
Mstep: Class 2 contains 166533 members 
Entering Unmasked Estep 
Score: -23340372.000000 Penalty: 6005.606934
	Iteration 15Q: 3 clusters Score -2.334037e+07 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13239 members 
Mstep: Class 2 contains 168092 members 
Entering Unmasked Estep 
Score: -23340960.000000 Penalty: 6005.606934
	Iteration 16Q: 3 clusters Score -2.334096e+07 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11846 members 
Mstep: Class 2 contains 169485 members 
Entering Unmasked Estep 
Score: -23341430.000000 Penalty: 6005.606934
	Iteration 17Q: 3 clusters Score -2.334143e+07 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10587 members 
Mstep: Class 2 contains 170744 members 
Entering Unmasked Estep 
Score: -23341986.000000 Penalty: 6005.606934
	Iteration 18Q: 3 clusters Score -2.334199e+07 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 171894 members 
Entering Unmasked Estep 
Score: -23342668.000000 Penalty: 6005.606934
	Iteration 19Q: 3 clusters Score -2.334267e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 172945 members 
Entering Unmasked Estep 
Score: -23343070.000000 Penalty: 6005.606934
	Iteration 20F: 3 clusters Score -2.334307e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 173867 members 
Entering Unmasked Estep 
Score: -23343328.000000 Penalty: 6005.606934
	Iteration 21Q: 3 clusters Score -2.334333e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 174633 members 
Entering Unmasked Estep 
Score: -23343574.000000 Penalty: 6005.606934
	Iteration 22Q: 3 clusters Score -2.334357e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 175285 members 
Entering Unmasked Estep 
Score: -23343750.000000 Penalty: 6005.606934
	Iteration 23Q: 3 clusters Score -2.334375e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 175798 members 
Entering Unmasked Estep 
Score: -23343898.000000 Penalty: 6005.606934
	Iteration 24Q: 3 clusters Score -2.33439e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 176240 members 
Entering Unmasked Estep 
Score: -23344070.000000 Penalty: 6005.606934
	Iteration 25Q: 3 clusters Score -2.334407e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 176596 members 
Entering Unmasked Estep 
Score: -23344130.000000 Penalty: 6005.606934
	Iteration 26Q: 3 clusters Score -2.334413e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 176915 members 
Entering Unmasked Estep 
Score: -23344122.000000 Penalty: 6005.606934
	Iteration 27Q: 3 clusters Score -2.334412e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 177181 members 
Entering Unmasked Estep 
Score: -23344232.000000 Penalty: 6005.606934
	Iteration 28Q: 3 clusters Score -2.334423e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 177405 members 
Entering Unmasked Estep 
Score: -23344326.000000 Penalty: 6005.606934
	Iteration 29Q: 3 clusters Score -2.334433e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 177605 members 
Entering Unmasked Estep 
Score: -23344316.000000 Penalty: 6005.606934
	Iteration 30Q: 3 clusters Score -2.334432e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 177778 members 
Entering Unmasked Estep 
Score: -23344336.000000 Penalty: 6005.606934
	Iteration 31Q: 3 clusters Score -2.334434e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 177917 members 
Entering Unmasked Estep 
Score: -23344380.000000 Penalty: 6005.606934
	Iteration 32Q: 3 clusters Score -2.334438e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 178043 members 
Entering Unmasked Estep 
Score: -23344372.000000 Penalty: 6005.606934
	Iteration 33Q: 3 clusters Score -2.334437e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 178162 members 
Entering Unmasked Estep 
Score: -23344412.000000 Penalty: 6005.606934
	Iteration 34Q: 3 clusters Score -2.334441e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 178253 members 
Entering Unmasked Estep 
Score: -23344404.000000 Penalty: 6005.606934
	Iteration 35Q: 3 clusters Score -2.33444e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 178340 members 
Entering Unmasked Estep 
Score: -23344414.000000 Penalty: 6005.606934
	Iteration 36Q: 3 clusters Score -2.334441e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 178408 members 
Entering Unmasked Estep 
Score: -23344446.000000 Penalty: 6005.606934
	Iteration 37Q: 3 clusters Score -2.334445e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 178462 members 
Entering Unmasked Estep 
Score: -23344450.000000 Penalty: 6005.606934
	Iteration 38Q: 3 clusters Score -2.334445e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 178511 members 
Entering Unmasked Estep 
Score: -23344496.000000 Penalty: 6005.606934
	Iteration 39Q: 3 clusters Score -2.33445e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 178549 members 
Entering Unmasked Estep 
Score: -23344486.000000 Penalty: 6005.606934
	Iteration 40F: 3 clusters Score -2.334449e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 178600 members 
Entering Unmasked Estep 
Score: -23344480.000000 Penalty: 6005.606934
	Iteration 41Q: 3 clusters Score -2.334448e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 178650 members 
Entering Unmasked Estep 
Score: -23344478.000000 Penalty: 6005.606934
	Iteration 42Q: 3 clusters Score -2.334448e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 178690 members 
Entering Unmasked Estep 
Score: -23344464.000000 Penalty: 6005.606934
	Iteration 43Q: 3 clusters Score -2.334446e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 178729 members 
Entering Unmasked Estep 
Score: -23344464.000000 Penalty: 6005.606934
	Iteration 44Q: 3 clusters Score -2.334446e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 178752 members 
Entering Unmasked Estep 
Score: -23344472.000000 Penalty: 6005.606934
	Iteration 45Q: 3 clusters Score -2.334447e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 178774 members 
Entering Unmasked Estep 
Score: -23344472.000000 Penalty: 6005.606934
	Iteration 46Q: 3 clusters Score -2.334447e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 178784 members 
Entering Unmasked Estep 
Score: -23344464.000000 Penalty: 6005.606934
	Iteration 47Q: 3 clusters Score -2.334446e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 178791 members 
Entering Unmasked Estep 
Score: -23344466.000000 Penalty: 6005.606934
	Iteration 48Q: 3 clusters Score -2.334447e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 178796 members 
Entering Unmasked Estep 
Score: -23344460.000000 Penalty: 6005.606934
	Iteration 49Q: 3 clusters Score -2.334446e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 178802 members 
Entering Unmasked Estep 
Score: -23344458.000000 Penalty: 6005.606934
	Iteration 50Q: 3 clusters Score -2.334446e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 178811 members 
Entering Unmasked Estep 
Score: -23344472.000000 Penalty: 6005.606934
	Iteration 51Q: 3 clusters Score -2.334447e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 178817 members 
Entering Unmasked Estep 
Score: -23344462.000000 Penalty: 6005.606934
	Iteration 52Q: 3 clusters Score -2.334446e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 178824 members 
Entering Unmasked Estep 
Score: -23344456.000000 Penalty: 6005.606934
	Iteration 53Q: 3 clusters Score -2.334446e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 178829 members 
Entering Unmasked Estep 
Score: -23344446.000000 Penalty: 6005.606934
	Iteration 54Q: 3 clusters Score -2.334445e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 178832 members 
Entering Unmasked Estep 
Score: -23344446.000000 Penalty: 6005.606934
	Iteration 55Q: 3 clusters Score -2.334445e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 178842 members 
Entering Unmasked Estep 
Score: -23344456.000000 Penalty: 6005.606934
	Iteration 56Q: 3 clusters Score -2.334446e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 178853 members 
Entering Unmasked Estep 
Score: -23344462.000000 Penalty: 6005.606934
	Iteration 57Q: 3 clusters Score -2.334446e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 178860 members 
Entering Unmasked Estep 
Score: -23344480.000000 Penalty: 6005.606934
	Iteration 58Q: 3 clusters Score -2.334448e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 178870 members 
Entering Unmasked Estep 
Score: -23344474.000000 Penalty: 6005.606934
	Iteration 59Q: 3 clusters Score -2.334447e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 178876 members 
Entering Unmasked Estep 
Score: -23344464.000000 Penalty: 6005.606934
	Iteration 60F: 3 clusters Score -2.334446e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 178879 members 
Entering Unmasked Estep 
Score: -23344470.000000 Penalty: 6005.606934
	Iteration 61Q: 3 clusters Score -2.334447e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 178881 members 
Entering Unmasked Estep 
Score: -23344474.000000 Penalty: 6005.606934
	Iteration 62Q: 3 clusters Score -2.334447e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 178887 members 
Entering Unmasked Estep 
Score: -23344472.000000 Penalty: 6005.606934
	Iteration 63Q: 3 clusters Score -2.334447e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 178892 members 
Entering Unmasked Estep 
Score: -23344468.000000 Penalty: 6005.606934
	Iteration 64Q: 3 clusters Score -2.334447e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 178898 members 
Entering Unmasked Estep 
Score: -23344464.000000 Penalty: 6005.606934
	Iteration 65Q: 3 clusters Score -2.334446e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 178901 members 
Entering Unmasked Estep 
Score: -23344462.000000 Penalty: 6005.606934
	Iteration 66Q: 3 clusters Score -2.334446e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 178902 members 
Entering Unmasked Estep 
Score: -23344436.000000 Penalty: 6005.606934
	Iteration 67Q: 3 clusters Score -2.334444e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 178902 members 
Entering Unmasked Estep 
Score: -23344442.000000 Penalty: 6005.606934
	Iteration 68Q: 3 clusters Score -2.334444e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 178902 members 
Entering Unmasked Estep 
Score: -23344442.000000 Penalty: 6005.606934
	Iteration 69F: 3 clusters Score -2.334444e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (23105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23105 members 
Entering Unmasked Estep 
Score: -2917860.250000 Penalty: 2491.855469
	Iteration 0F: 2 clusters Score -2917860 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11542 members 
Mstep: Class 2 contains 11563 members 
Entering Unmasked Estep 
Score: -2901741.250000 Penalty: 4983.710938
	Iteration 0F: 3 clusters Score -2901741 nChanged 10331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11989 members 
Mstep: Class 2 contains 11116 members 
Entering Unmasked Estep 
Score: -2907605.000000 Penalty: 4983.710938
	Iteration 1F: 3 clusters Score -2907605 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12492 members 
Mstep: Class 2 contains 10613 members 
Entering Unmasked Estep 
Score: -2908480.000000 Penalty: 4983.710938
	Iteration 2F: 3 clusters Score -2908480 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13127 members 
Mstep: Class 2 contains 9978 members 
Entering Unmasked Estep 
Score: -2909572.250000 Penalty: 4983.710938
	Iteration 3F: 3 clusters Score -2909572 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13843 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
Score: -2910874.750000 Penalty: 4983.710938
	Iteration 4F: 3 clusters Score -2910875 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14529 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -2912057.750000 Penalty: 4983.710938
	Iteration 5F: 3 clusters Score -2912058 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15094 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -2912903.250000 Penalty: 4983.710938
	Iteration 6F: 3 clusters Score -2912903 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15587 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -2913388.000000 Penalty: 4983.710938
	Iteration 7Q: 3 clusters Score -2913388 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15961 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -2913645.250000 Penalty: 4983.710938
	Iteration 8Q: 3 clusters Score -2913645 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16262 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -2913810.000000 Penalty: 4983.710938
	Iteration 9Q: 3 clusters Score -2913810 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16575 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -2913932.000000 Penalty: 4983.710938
	Iteration 10Q: 3 clusters Score -2913932 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16869 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -2914006.500000 Penalty: 4983.710938
	Iteration 11Q: 3 clusters Score -2914006 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17127 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -2914084.750000 Penalty: 4983.710938
	Iteration 12Q: 3 clusters Score -2914085 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17374 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -2914151.750000 Penalty: 4983.710938
	Iteration 13Q: 3 clusters Score -2914152 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17613 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -2914210.000000 Penalty: 4983.710938
	Iteration 14Q: 3 clusters Score -2914210 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17856 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -2914286.750000 Penalty: 4983.710938
	Iteration 15Q: 3 clusters Score -2914287 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18116 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -2914367.250000 Penalty: 4983.710938
	Iteration 16Q: 3 clusters Score -2914367 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18402 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -2914440.000000 Penalty: 4983.710938
	Iteration 17Q: 3 clusters Score -2914440 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18690 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -2914534.250000 Penalty: 4983.710938
	Iteration 18Q: 3 clusters Score -2914534 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18984 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -2914637.250000 Penalty: 4983.710938
	Iteration 19Q: 3 clusters Score -2914637 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19267 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -2914742.500000 Penalty: 4983.710938
	Iteration 20F: 3 clusters Score -2914742 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19579 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -2914848.500000 Penalty: 4983.710938
	Iteration 21Q: 3 clusters Score -2914848 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19887 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -2914981.250000 Penalty: 4983.710938
	Iteration 22Q: 3 clusters Score -2914981 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20199 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -2915106.250000 Penalty: 4983.710938
	Iteration 23Q: 3 clusters Score -2915106 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20500 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -2915227.250000 Penalty: 4983.710938
	Iteration 24Q: 3 clusters Score -2915227 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20785 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -2915378.250000 Penalty: 4983.710938
	Iteration 25Q: 3 clusters Score -2915378 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21030 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -2915494.000000 Penalty: 4983.710938
	Iteration 26Q: 3 clusters Score -2915494 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21219 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -2915581.750000 Penalty: 4983.710938
	Iteration 27Q: 3 clusters Score -2915582 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21365 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -2915658.000000 Penalty: 4983.710938
	Iteration 28Q: 3 clusters Score -2915658 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21497 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -2915716.000000 Penalty: 4983.710938
	Iteration 29Q: 3 clusters Score -2915716 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21614 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -2915765.000000 Penalty: 4983.710938
	Iteration 30Q: 3 clusters Score -2915765 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21712 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -2915813.750000 Penalty: 4983.710938
	Iteration 31Q: 3 clusters Score -2915814 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21787 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -2915845.500000 Penalty: 4983.710938
	Iteration 32Q: 3 clusters Score -2915846 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21841 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -2915865.500000 Penalty: 4983.710938
	Iteration 33Q: 3 clusters Score -2915866 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21888 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -2915877.000000 Penalty: 4983.710938
	Iteration 34Q: 3 clusters Score -2915877 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21922 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -2915893.750000 Penalty: 4983.710938
	Iteration 35Q: 3 clusters Score -2915894 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21949 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -2915910.750000 Penalty: 4983.710938
	Iteration 36Q: 3 clusters Score -2915911 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21980 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -2915929.500000 Penalty: 4983.710938
	Iteration 37Q: 3 clusters Score -2915930 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22013 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -2915940.000000 Penalty: 4983.710938
	Iteration 38Q: 3 clusters Score -2915940 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22042 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -2915951.250000 Penalty: 4983.710938
	Iteration 39Q: 3 clusters Score -2915951 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22064 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -2915963.500000 Penalty: 4983.710938
	Iteration 40F: 3 clusters Score -2915964 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22076 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -2915966.250000 Penalty: 4983.710938
	Iteration 41Q: 3 clusters Score -2915966 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22086 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -2915967.750000 Penalty: 4983.710938
	Iteration 42Q: 3 clusters Score -2915968 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22097 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -2915976.750000 Penalty: 4983.710938
	Iteration 43Q: 3 clusters Score -2915977 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22108 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -2915982.250000 Penalty: 4983.710938
	Iteration 44Q: 3 clusters Score -2915982 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22118 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -2915989.500000 Penalty: 4983.710938
	Iteration 45Q: 3 clusters Score -2915990 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22129 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -2915985.000000 Penalty: 4983.710938
	Iteration 46Q: 3 clusters Score -2915985 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22136 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -2915989.500000 Penalty: 4983.710938
	Iteration 47Q: 3 clusters Score -2915990 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22140 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -2915991.000000 Penalty: 4983.710938
	Iteration 48Q: 3 clusters Score -2915991 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22143 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -2915985.750000 Penalty: 4983.710938
	Iteration 49Q: 3 clusters Score -2915986 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22146 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -2915988.000000 Penalty: 4983.710938
	Iteration 50Q: 3 clusters Score -2915988 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22147 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -2915989.000000 Penalty: 4983.710938
	Iteration 51Q: 3 clusters Score -2915989 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22150 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -2915991.250000 Penalty: 4983.710938
	Iteration 52Q: 3 clusters Score -2915991 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22151 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -2915994.000000 Penalty: 4983.710938
	Iteration 53Q: 3 clusters Score -2915994 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22153 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -2915991.750000 Penalty: 4983.710938
	Iteration 54Q: 3 clusters Score -2915992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22154 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -2915992.000000 Penalty: 4983.710938
	Iteration 55Q: 3 clusters Score -2915992 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22154 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -2915992.000000 Penalty: 4983.710938
	Iteration 56F: 3 clusters Score -2915992 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Entering Unmasked Estep 
Score: -51356.449219 Penalty: 1561.225952
	Iteration 0F: 2 clusters Score -51356.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -49886.519531 Penalty: 3122.451904
	Iteration 0F: 3 clusters Score -49886.52 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -50447.710938 Penalty: 3122.451904
	Iteration 1F: 3 clusters Score -50447.71 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -51173.847656 Penalty: 3122.451904
	Iteration 2F: 3 clusters Score -51173.85 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -51812.894531 Penalty: 3122.451904
	Iteration 3F: 3 clusters Score -51812.89 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -52090.613281 Penalty: 3122.451904
	Iteration 4F: 3 clusters Score -52090.61 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -52286.160156 Penalty: 3122.451904
	Iteration 5Q: 3 clusters Score -52286.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -52374.210938 Penalty: 3122.451904
	Iteration 6Q: 3 clusters Score -52374.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -52472.828125 Penalty: 3122.451904
	Iteration 7Q: 3 clusters Score -52472.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -52519.218750 Penalty: 3122.451904
	Iteration 8Q: 3 clusters Score -52519.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -52521.523438 Penalty: 3122.451904
	Iteration 9F: 3 clusters Score -52521.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -52544.148438 Penalty: 3122.451904
	Iteration 10Q: 3 clusters Score -52544.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -52578.027344 Penalty: 3122.451904
	Iteration 11Q: 3 clusters Score -52578.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -52597.558594 Penalty: 3122.451904
	Iteration 12Q: 3 clusters Score -52597.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -52597.558594 Penalty: 3122.451904
	Iteration 13F: 3 clusters Score -52597.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22667 members 
Mstep: Class 2 contains 4097 members 
Mstep: Class 3 contains 1074 members 
Mstep: Class 4 contains 223867 members 
Mstep: Class 5 contains 4104 members 
Mstep: Class 6 contains 2304 members 
Mstep: Class 7 contains 9370 members 
Mstep: Class 8 contains 13917 members 
Mstep: Class 9 contains 7484 members 
Mstep: Class 10 contains 27209 members 
Mstep: Class 11 contains 11623 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 13 contains 3501 members 
Mstep: Class 14 contains 36420 members 
Mstep: Class 15 contains 181331 members 
Mstep: Class 16 contains 23105 members 
Mstep: Class 17 contains 298 members 
Mstep: Class 18 contains 9965 members 
Mstep: Class 19 contains 164797 members 
Mstep: Class 20 contains 55134 members 
Mstep: Class 21 contains 2424 members 
Mstep: Class 22 contains 686 members 
Mstep: Class 23 contains 4373 members 
Mstep: Class 24 contains 3309 members 
Mstep: Class 25 contains 38649 members 
Mstep: Class 26 contains 60626 members 
Mstep: Class 27 contains 28772 members 
Mstep: Class 28 contains 470 members 
Mstep: Class 29 contains 42863 members 
Mstep: Class 30 contains 10848 members 
Mstep: Class 31 contains 6551 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8485 members 
Mstep: Class 34 contains 437 members 
Mstep: Class 35 contains 3414 members 
Mstep: Class 36 contains 8305 members 
Mstep: Class 37 contains 3934 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1867 members 
Mstep: Class 40 contains 19220 members 
Mstep: Class 41 contains 424 members 
Mstep: Class 42 contains 3011 members 
Mstep: Class 43 contains 3655 members 
Mstep: Class 44 contains 1401 members 
Mstep: Class 45 contains 22188 members 
Mstep: Class 46 contains 13082 members 
Mstep: Class 47 contains 306 members 
Mstep: Class 48 contains 7925 members 
Mstep: Class 49 contains 26843 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 616 members 
Mstep: Class 52 contains 309 members 
Mstep: Class 53 contains 3100 members 
Mstep: Class 54 contains 347 members 
Mstep: Class 55 contains 4796 members 
Mstep: Class 56 contains 17273 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 284 members 
Mstep: Class 60 contains 4819 members 
Mstep: Class 61 contains 1768 members 
Mstep: Class 62 contains 1052 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 8194 members 
Mstep: Class 65 contains 503 members 
Mstep: Class 66 contains 665 members 
Mstep: Class 67 contains 2648 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 711 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 7214 members 
Mstep: Class 75 contains 892 members 
Mstep: Class 76 contains 504 members 
Mstep: Class 77 contains 631 members 
Mstep: Class 78 contains 244 members 
Entering Unmasked Estep 
Score: -147546336.000000 Penalty: 270583.718750
Splitting cluster 17 changes total score from -147546992.000000 to -147546336.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (9965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Entering Unmasked Estep 
Score: -1265213.750000 Penalty: 2283.294678
	Iteration 0F: 2 clusters Score -1265214 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -1257616.375000 Penalty: 4566.589355
	Iteration 0F: 3 clusters Score -1257616 nChanged 4148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -1259790.125000 Penalty: 4566.589355
	Iteration 1F: 3 clusters Score -1259790 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -1260096.000000 Penalty: 4566.589355
	Iteration 2F: 3 clusters Score -1260096 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -1260308.250000 Penalty: 4566.589355
	Iteration 3Q: 3 clusters Score -1260308 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -1260482.625000 Penalty: 4566.589355
	Iteration 4Q: 3 clusters Score -1260483 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -1260660.750000 Penalty: 4566.589355
	Iteration 5Q: 3 clusters Score -1260661 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -1260837.375000 Penalty: 4566.589355
	Iteration 6Q: 3 clusters Score -1260837 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -1261028.875000 Penalty: 4566.589355
	Iteration 7Q: 3 clusters Score -1261029 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -1261217.000000 Penalty: 4566.589355
	Iteration 8Q: 3 clusters Score -1261217 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -1261418.625000 Penalty: 4566.589355
	Iteration 9Q: 3 clusters Score -1261419 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -1261591.000000 Penalty: 4566.589355
	Iteration 10Q: 3 clusters Score -1261591 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -1261743.250000 Penalty: 4566.589355
	Iteration 11Q: 3 clusters Score -1261743 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -1261882.625000 Penalty: 4566.589355
	Iteration 12Q: 3 clusters Score -1261883 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -1262035.500000 Penalty: 4566.589355
	Iteration 13Q: 3 clusters Score -1262036 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -1262172.875000 Penalty: 4566.589355
	Iteration 14Q: 3 clusters Score -1262173 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -1262339.250000 Penalty: 4566.589355
	Iteration 15Q: 3 clusters Score -1262339 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -1262517.375000 Penalty: 4566.589355
	Iteration 16Q: 3 clusters Score -1262517 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -1262690.000000 Penalty: 4566.589355
	Iteration 17Q: 3 clusters Score -1262690 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -1262902.750000 Penalty: 4566.589355
	Iteration 18Q: 3 clusters Score -1262903 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -1263113.125000 Penalty: 4566.589355
	Iteration 19Q: 3 clusters Score -1263113 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -1263327.625000 Penalty: 4566.589355
	Iteration 20F: 3 clusters Score -1263328 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -1263522.125000 Penalty: 4566.589355
	Iteration 21Q: 3 clusters Score -1263522 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -1263659.125000 Penalty: 4566.589355
	Iteration 22Q: 3 clusters Score -1263659 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -1263757.875000 Penalty: 4566.589355
	Iteration 23Q: 3 clusters Score -1263758 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -1263826.250000 Penalty: 4566.589355
	Iteration 24Q: 3 clusters Score -1263826 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -1263871.625000 Penalty: 4566.589355
	Iteration 25Q: 3 clusters Score -1263872 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -1263897.875000 Penalty: 4566.589355
	Iteration 26Q: 3 clusters Score -1263898 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -1263909.875000 Penalty: 4566.589355
	Iteration 27Q: 3 clusters Score -1263910 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -1263924.625000 Penalty: 4566.589355
	Iteration 28Q: 3 clusters Score -1263925 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -1263931.250000 Penalty: 4566.589355
	Iteration 29Q: 3 clusters Score -1263931 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -1263938.125000 Penalty: 4566.589355
	Iteration 30Q: 3 clusters Score -1263938 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -1263948.625000 Penalty: 4566.589355
	Iteration 31Q: 3 clusters Score -1263949 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -1263953.375000 Penalty: 4566.589355
	Iteration 32Q: 3 clusters Score -1263953 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -1263962.750000 Penalty: 4566.589355
	Iteration 33Q: 3 clusters Score -1263963 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -1263970.500000 Penalty: 4566.589355
	Iteration 34Q: 3 clusters Score -1263970 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -1263979.125000 Penalty: 4566.589355
	Iteration 35Q: 3 clusters Score -1263979 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8411 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -1263989.875000 Penalty: 4566.589355
	Iteration 36Q: 3 clusters Score -1263990 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -1263990.875000 Penalty: 4566.589355
	Iteration 37Q: 3 clusters Score -1263991 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -1263996.250000 Penalty: 4566.589355
	Iteration 38Q: 3 clusters Score -1263996 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -1264001.625000 Penalty: 4566.589355
	Iteration 39Q: 3 clusters Score -1264002 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -1264001.875000 Penalty: 4566.589355
	Iteration 40F: 3 clusters Score -1264002 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -1264004.125000 Penalty: 4566.589355
	Iteration 41Q: 3 clusters Score -1264004 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -1264007.375000 Penalty: 4566.589355
	Iteration 42Q: 3 clusters Score -1264007 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -1264009.625000 Penalty: 4566.589355
	Iteration 43Q: 3 clusters Score -1264010 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -1264011.625000 Penalty: 4566.589355
	Iteration 44Q: 3 clusters Score -1264012 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -1264014.000000 Penalty: 4566.589355
	Iteration 45Q: 3 clusters Score -1264014 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -1264012.500000 Penalty: 4566.589355
	Iteration 46Q: 3 clusters Score -1264012 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -1264017.250000 Penalty: 4566.589355
	Iteration 47Q: 3 clusters Score -1264017 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -1264020.000000 Penalty: 4566.589355
	Iteration 48Q: 3 clusters Score -1264020 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -1264020.625000 Penalty: 4566.589355
	Iteration 49Q: 3 clusters Score -1264021 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -1264022.500000 Penalty: 4566.589355
	Iteration 50Q: 3 clusters Score -1264022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -1264025.250000 Penalty: 4566.589355
	Iteration 51Q: 3 clusters Score -1264025 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -1264027.625000 Penalty: 4566.589355
	Iteration 52Q: 3 clusters Score -1264028 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -1264028.375000 Penalty: 4566.589355
	Iteration 53Q: 3 clusters Score -1264028 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -1264029.000000 Penalty: 4566.589355
	Iteration 54Q: 3 clusters Score -1264029 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -1264029.000000 Penalty: 4566.589355
	Iteration 55F: 3 clusters Score -1264029 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (164797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164797 members 
Entering Unmasked Estep 
Score: -21108654.000000 Penalty: 2979.092285
	Iteration 0F: 2 clusters Score -2.110865e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82260 members 
Mstep: Class 2 contains 82537 members 
Entering Unmasked Estep 
Score: -20997998.000000 Penalty: 5958.184570
	Iteration 0F: 3 clusters Score -2.0998e+07 nChanged 79020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80750 members 
Mstep: Class 2 contains 84047 members 
Entering Unmasked Estep 
Score: -21043696.000000 Penalty: 5958.184570
	Iteration 1F: 3 clusters Score -2.10437e+07 nChanged 4782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79372 members 
Mstep: Class 2 contains 85425 members 
Entering Unmasked Estep 
Score: -21044796.000000 Penalty: 5958.184570
	Iteration 2Q: 3 clusters Score -2.10448e+07 nChanged 5387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77059 members 
Mstep: Class 2 contains 87738 members 
Entering Unmasked Estep 
Score: -21046182.000000 Penalty: 5958.184570
	Iteration 3Q: 3 clusters Score -2.104618e+07 nChanged 6473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73394 members 
Mstep: Class 2 contains 91403 members 
Entering Unmasked Estep 
Score: -21048372.000000 Penalty: 5958.184570
	Iteration 4Q: 3 clusters Score -2.104837e+07 nChanged 7860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67826 members 
Mstep: Class 2 contains 96971 members 
Entering Unmasked Estep 
Score: -21051628.000000 Penalty: 5958.184570
	Iteration 5Q: 3 clusters Score -2.105163e+07 nChanged 9737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59859 members 
Mstep: Class 2 contains 104938 members 
Entering Unmasked Estep 
Score: -21056520.000000 Penalty: 5958.184570
	Iteration 6F: 3 clusters Score -2.105652e+07 nChanged 11447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49584 members 
Mstep: Class 2 contains 115213 members 
Entering Unmasked Estep 
Score: -21063800.000000 Penalty: 5958.184570
	Iteration 7F: 3 clusters Score -2.10638e+07 nChanged 12386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37732 members 
Mstep: Class 2 contains 127065 members 
Entering Unmasked Estep 
Score: -21072916.000000 Penalty: 5958.184570
	Iteration 8F: 3 clusters Score -2.107292e+07 nChanged 12254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25620 members 
Mstep: Class 2 contains 139177 members 
Entering Unmasked Estep 
Score: -21082864.000000 Penalty: 5958.184570
	Iteration 9F: 3 clusters Score -2.108286e+07 nChanged 10319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15309 members 
Mstep: Class 2 contains 149488 members 
Entering Unmasked Estep 
Score: -21091892.000000 Penalty: 5958.184570
	Iteration 10F: 3 clusters Score -2.109189e+07 nChanged 7440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 156926 members 
Entering Unmasked Estep 
Score: -21099058.000000 Penalty: 5958.184570
	Iteration 11Q: 3 clusters Score -2.109906e+07 nChanged 4278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 161204 members 
Entering Unmasked Estep 
Score: -21103000.000000 Penalty: 5958.184570
	Iteration 12Q: 3 clusters Score -2.1103e+07 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 163182 members 
Entering Unmasked Estep 
Score: -21104748.000000 Penalty: 5958.184570
	Iteration 13Q: 3 clusters Score -2.110475e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 163900 members 
Entering Unmasked Estep 
Score: -21105430.000000 Penalty: 5958.184570
	Iteration 14Q: 3 clusters Score -2.110543e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 164168 members 
Entering Unmasked Estep 
Score: -21105722.000000 Penalty: 5958.184570
	Iteration 15Q: 3 clusters Score -2.110572e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 164287 members 
Entering Unmasked Estep 
Score: -21105834.000000 Penalty: 5958.184570
	Iteration 16Q: 3 clusters Score -2.110583e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 164336 members 
Entering Unmasked Estep 
Score: -21105902.000000 Penalty: 5958.184570
	Iteration 17Q: 3 clusters Score -2.11059e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 164365 members 
Entering Unmasked Estep 
Score: -21105954.000000 Penalty: 5958.184570
	Iteration 18Q: 3 clusters Score -2.110595e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 164389 members 
Entering Unmasked Estep 
Score: -21105984.000000 Penalty: 5958.184570
	Iteration 19Q: 3 clusters Score -2.110598e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 164402 members 
Entering Unmasked Estep 
Score: -21106012.000000 Penalty: 5958.184570
	Iteration 20F: 3 clusters Score -2.110601e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 164408 members 
Entering Unmasked Estep 
Score: -21106050.000000 Penalty: 5958.184570
	Iteration 21Q: 3 clusters Score -2.110605e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 164414 members 
Entering Unmasked Estep 
Score: -21106046.000000 Penalty: 5958.184570
	Iteration 22Q: 3 clusters Score -2.110605e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 164416 members 
Entering Unmasked Estep 
Score: -21106060.000000 Penalty: 5958.184570
	Iteration 23Q: 3 clusters Score -2.110606e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 164415 members 
Entering Unmasked Estep 
Score: -21106066.000000 Penalty: 5958.184570
	Iteration 24Q: 3 clusters Score -2.110607e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 164417 members 
Entering Unmasked Estep 
Score: -21106068.000000 Penalty: 5958.184570
	Iteration 25Q: 3 clusters Score -2.110607e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 164419 members 
Entering Unmasked Estep 
Score: -21106060.000000 Penalty: 5958.184570
	Iteration 26Q: 3 clusters Score -2.110606e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 164418 members 
Entering Unmasked Estep 
Score: -21106074.000000 Penalty: 5958.184570
	Iteration 27Q: 3 clusters Score -2.110607e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 164417 members 
Entering Unmasked Estep 
Score: -21106086.000000 Penalty: 5958.184570
	Iteration 28Q: 3 clusters Score -2.110609e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 164416 members 
Entering Unmasked Estep 
Score: -21106080.000000 Penalty: 5958.184570
	Iteration 29Q: 3 clusters Score -2.110608e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 164418 members 
Entering Unmasked Estep 
Score: -21106082.000000 Penalty: 5958.184570
	Iteration 30Q: 3 clusters Score -2.110608e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 164419 members 
Entering Unmasked Estep 
Score: -21106076.000000 Penalty: 5958.184570
	Iteration 31Q: 3 clusters Score -2.110608e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 164419 members 
Entering Unmasked Estep 
Score: -21106076.000000 Penalty: 5958.184570
	Iteration 32F: 3 clusters Score -2.110608e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (55134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55134 members 
Entering Unmasked Estep 
Score: -6608445.000000 Penalty: 2707.545410
	Iteration 0F: 2 clusters Score -6608445 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27438 members 
Mstep: Class 2 contains 27696 members 
Entering Unmasked Estep 
Score: -6571442.500000 Penalty: 5415.090820
	Iteration 0F: 3 clusters Score -6571442 nChanged 25429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26681 members 
Mstep: Class 2 contains 28453 members 
Entering Unmasked Estep 
Score: -6586029.000000 Penalty: 5415.090820
	Iteration 1F: 3 clusters Score -6586029 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26134 members 
Mstep: Class 2 contains 29000 members 
Entering Unmasked Estep 
Score: -6587008.000000 Penalty: 5415.090820
	Iteration 2Q: 3 clusters Score -6587008 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25386 members 
Mstep: Class 2 contains 29748 members 
Entering Unmasked Estep 
Score: -6588205.500000 Penalty: 5415.090820
	Iteration 3Q: 3 clusters Score -6588206 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24438 members 
Mstep: Class 2 contains 30696 members 
Entering Unmasked Estep 
Score: -6589561.000000 Penalty: 5415.090820
	Iteration 4F: 3 clusters Score -6589561 nChanged 3015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23303 members 
Mstep: Class 2 contains 31831 members 
Entering Unmasked Estep 
Score: -6591359.000000 Penalty: 5415.090820
	Iteration 5F: 3 clusters Score -6591359 nChanged 3194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21983 members 
Mstep: Class 2 contains 33151 members 
Entering Unmasked Estep 
Score: -6593176.000000 Penalty: 5415.090820
	Iteration 6F: 3 clusters Score -6593176 nChanged 3020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20773 members 
Mstep: Class 2 contains 34361 members 
Entering Unmasked Estep 
Score: -6594904.500000 Penalty: 5415.090820
	Iteration 7F: 3 clusters Score -6594904 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19635 members 
Mstep: Class 2 contains 35499 members 
Entering Unmasked Estep 
Score: -6596506.500000 Penalty: 5415.090820
	Iteration 8F: 3 clusters Score -6596506 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18674 members 
Mstep: Class 2 contains 36460 members 
Entering Unmasked Estep 
Score: -6597940.500000 Penalty: 5415.090820
	Iteration 9Q: 3 clusters Score -6597940 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17880 members 
Mstep: Class 2 contains 37254 members 
Entering Unmasked Estep 
Score: -6599190.000000 Penalty: 5415.090820
	Iteration 10Q: 3 clusters Score -6599190 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17241 members 
Mstep: Class 2 contains 37893 members 
Entering Unmasked Estep 
Score: -6600308.000000 Penalty: 5415.090820
	Iteration 11Q: 3 clusters Score -6600308 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16741 members 
Mstep: Class 2 contains 38393 members 
Entering Unmasked Estep 
Score: -6601152.500000 Penalty: 5415.090820
	Iteration 12Q: 3 clusters Score -6601152 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16338 members 
Mstep: Class 2 contains 38796 members 
Entering Unmasked Estep 
Score: -6601822.000000 Penalty: 5415.090820
	Iteration 13Q: 3 clusters Score -6601822 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15912 members 
Mstep: Class 2 contains 39222 members 
Entering Unmasked Estep 
Score: -6602308.500000 Penalty: 5415.090820
	Iteration 14Q: 3 clusters Score -6602308 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15473 members 
Mstep: Class 2 contains 39661 members 
Entering Unmasked Estep 
Score: -6602762.500000 Penalty: 5415.090820
	Iteration 15Q: 3 clusters Score -6602762 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15041 members 
Mstep: Class 2 contains 40093 members 
Entering Unmasked Estep 
Score: -6603193.500000 Penalty: 5415.090820
	Iteration 16Q: 3 clusters Score -6603194 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14660 members 
Mstep: Class 2 contains 40474 members 
Entering Unmasked Estep 
Score: -6603487.000000 Penalty: 5415.090820
	Iteration 17Q: 3 clusters Score -6603487 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14319 members 
Mstep: Class 2 contains 40815 members 
Entering Unmasked Estep 
Score: -6603675.000000 Penalty: 5415.090820
	Iteration 18Q: 3 clusters Score -6603675 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14038 members 
Mstep: Class 2 contains 41096 members 
Entering Unmasked Estep 
Score: -6603830.000000 Penalty: 5415.090820
	Iteration 19Q: 3 clusters Score -6603830 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13779 members 
Mstep: Class 2 contains 41355 members 
Entering Unmasked Estep 
Score: -6603936.500000 Penalty: 5415.090820
	Iteration 20F: 3 clusters Score -6603936 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13559 members 
Mstep: Class 2 contains 41575 members 
Entering Unmasked Estep 
Score: -6604013.500000 Penalty: 5415.090820
	Iteration 21Q: 3 clusters Score -6604014 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13349 members 
Mstep: Class 2 contains 41785 members 
Entering Unmasked Estep 
Score: -6604112.500000 Penalty: 5415.090820
	Iteration 22Q: 3 clusters Score -6604112 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13163 members 
Mstep: Class 2 contains 41971 members 
Entering Unmasked Estep 
Score: -6604153.000000 Penalty: 5415.090820
	Iteration 23Q: 3 clusters Score -6604153 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12976 members 
Mstep: Class 2 contains 42158 members 
Entering Unmasked Estep 
Score: -6604200.000000 Penalty: 5415.090820
	Iteration 24Q: 3 clusters Score -6604200 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12803 members 
Mstep: Class 2 contains 42331 members 
Entering Unmasked Estep 
Score: -6604238.000000 Penalty: 5415.090820
	Iteration 25Q: 3 clusters Score -6604238 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12634 members 
Mstep: Class 2 contains 42500 members 
Entering Unmasked Estep 
Score: -6604285.500000 Penalty: 5415.090820
	Iteration 26Q: 3 clusters Score -6604286 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12483 members 
Mstep: Class 2 contains 42651 members 
Entering Unmasked Estep 
Score: -6604310.500000 Penalty: 5415.090820
	Iteration 27Q: 3 clusters Score -6604310 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12332 members 
Mstep: Class 2 contains 42802 members 
Entering Unmasked Estep 
Score: -6604343.500000 Penalty: 5415.090820
	Iteration 28Q: 3 clusters Score -6604344 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12176 members 
Mstep: Class 2 contains 42958 members 
Entering Unmasked Estep 
Score: -6604375.000000 Penalty: 5415.090820
	Iteration 29Q: 3 clusters Score -6604375 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12030 members 
Mstep: Class 2 contains 43104 members 
Entering Unmasked Estep 
Score: -6604375.500000 Penalty: 5415.090820
	Iteration 30Q: 3 clusters Score -6604376 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11909 members 
Mstep: Class 2 contains 43225 members 
Entering Unmasked Estep 
Score: -6604393.000000 Penalty: 5415.090820
	Iteration 31Q: 3 clusters Score -6604393 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11787 members 
Mstep: Class 2 contains 43347 members 
Entering Unmasked Estep 
Score: -6604399.000000 Penalty: 5415.090820
	Iteration 32Q: 3 clusters Score -6604399 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11655 members 
Mstep: Class 2 contains 43479 members 
Entering Unmasked Estep 
Score: -6604413.000000 Penalty: 5415.090820
	Iteration 33Q: 3 clusters Score -6604413 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11514 members 
Mstep: Class 2 contains 43620 members 
Entering Unmasked Estep 
Score: -6604416.000000 Penalty: 5415.090820
	Iteration 34Q: 3 clusters Score -6604416 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11381 members 
Mstep: Class 2 contains 43753 members 
Entering Unmasked Estep 
Score: -6604426.500000 Penalty: 5415.090820
	Iteration 35Q: 3 clusters Score -6604426 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11261 members 
Mstep: Class 2 contains 43873 members 
Entering Unmasked Estep 
Score: -6604437.000000 Penalty: 5415.090820
	Iteration 36Q: 3 clusters Score -6604437 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11172 members 
Mstep: Class 2 contains 43962 members 
Entering Unmasked Estep 
Score: -6604446.500000 Penalty: 5415.090820
	Iteration 37Q: 3 clusters Score -6604446 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11099 members 
Mstep: Class 2 contains 44035 members 
Entering Unmasked Estep 
Score: -6604464.000000 Penalty: 5415.090820
	Iteration 38Q: 3 clusters Score -6604464 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11026 members 
Mstep: Class 2 contains 44108 members 
Entering Unmasked Estep 
Score: -6604468.500000 Penalty: 5415.090820
	Iteration 39Q: 3 clusters Score -6604468 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10964 members 
Mstep: Class 2 contains 44170 members 
Entering Unmasked Estep 
Score: -6604491.000000 Penalty: 5415.090820
	Iteration 40F: 3 clusters Score -6604491 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10902 members 
Mstep: Class 2 contains 44232 members 
Entering Unmasked Estep 
Score: -6604494.500000 Penalty: 5415.090820
	Iteration 41Q: 3 clusters Score -6604494 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10844 members 
Mstep: Class 2 contains 44290 members 
Entering Unmasked Estep 
Score: -6604487.500000 Penalty: 5415.090820
	Iteration 42Q: 3 clusters Score -6604488 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10786 members 
Mstep: Class 2 contains 44348 members 
Entering Unmasked Estep 
Score: -6604501.000000 Penalty: 5415.090820
	Iteration 43Q: 3 clusters Score -6604501 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 44399 members 
Entering Unmasked Estep 
Score: -6604510.000000 Penalty: 5415.090820
	Iteration 44Q: 3 clusters Score -6604510 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10690 members 
Mstep: Class 2 contains 44444 members 
Entering Unmasked Estep 
Score: -6604520.500000 Penalty: 5415.090820
	Iteration 45Q: 3 clusters Score -6604520 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 44494 members 
Entering Unmasked Estep 
Score: -6604514.500000 Penalty: 5415.090820
	Iteration 46Q: 3 clusters Score -6604514 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10592 members 
Mstep: Class 2 contains 44542 members 
Entering Unmasked Estep 
Score: -6604516.000000 Penalty: 5415.090820
	Iteration 47Q: 3 clusters Score -6604516 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10537 members 
Mstep: Class 2 contains 44597 members 
Entering Unmasked Estep 
Score: -6604530.500000 Penalty: 5415.090820
	Iteration 48Q: 3 clusters Score -6604530 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10484 members 
Mstep: Class 2 contains 44650 members 
Entering Unmasked Estep 
Score: -6604537.500000 Penalty: 5415.090820
	Iteration 49Q: 3 clusters Score -6604538 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10427 members 
Mstep: Class 2 contains 44707 members 
Entering Unmasked Estep 
Score: -6604536.000000 Penalty: 5415.090820
	Iteration 50Q: 3 clusters Score -6604536 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10374 members 
Mstep: Class 2 contains 44760 members 
Entering Unmasked Estep 
Score: -6604535.500000 Penalty: 5415.090820
	Iteration 51Q: 3 clusters Score -6604536 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 44827 members 
Entering Unmasked Estep 
Score: -6604541.000000 Penalty: 5415.090820
	Iteration 52Q: 3 clusters Score -6604541 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10238 members 
Mstep: Class 2 contains 44896 members 
Entering Unmasked Estep 
Score: -6604544.000000 Penalty: 5415.090820
	Iteration 53Q: 3 clusters Score -6604544 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 44968 members 
Entering Unmasked Estep 
Score: -6604560.500000 Penalty: 5415.090820
	Iteration 54Q: 3 clusters Score -6604560 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10096 members 
Mstep: Class 2 contains 45038 members 
Entering Unmasked Estep 
Score: -6604562.500000 Penalty: 5415.090820
	Iteration 55Q: 3 clusters Score -6604562 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 45108 members 
Entering Unmasked Estep 
Score: -6604571.000000 Penalty: 5415.090820
	Iteration 56Q: 3 clusters Score -6604571 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 45169 members 
Entering Unmasked Estep 
Score: -6604584.500000 Penalty: 5415.090820
	Iteration 57Q: 3 clusters Score -6604584 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 45243 members 
Entering Unmasked Estep 
Score: -6604598.000000 Penalty: 5415.090820
	Iteration 58Q: 3 clusters Score -6604598 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 45305 members 
Entering Unmasked Estep 
Score: -6604603.000000 Penalty: 5415.090820
	Iteration 59Q: 3 clusters Score -6604603 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9755 members 
Mstep: Class 2 contains 45379 members 
Entering Unmasked Estep 
Score: -6604614.000000 Penalty: 5415.090820
	Iteration 60F: 3 clusters Score -6604614 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 45458 members 
Entering Unmasked Estep 
Score: -6604608.000000 Penalty: 5415.090820
	Iteration 61Q: 3 clusters Score -6604608 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 45551 members 
Entering Unmasked Estep 
Score: -6604624.000000 Penalty: 5415.090820
	Iteration 62Q: 3 clusters Score -6604624 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9484 members 
Mstep: Class 2 contains 45650 members 
Entering Unmasked Estep 
Score: -6604608.500000 Penalty: 5415.090820
	Iteration 63Q: 3 clusters Score -6604608 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 45745 members 
Entering Unmasked Estep 
Score: -6604625.500000 Penalty: 5415.090820
	Iteration 64Q: 3 clusters Score -6604626 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 45830 members 
Entering Unmasked Estep 
Score: -6604624.000000 Penalty: 5415.090820
	Iteration 65Q: 3 clusters Score -6604624 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 45919 members 
Entering Unmasked Estep 
Score: -6604642.000000 Penalty: 5415.090820
	Iteration 66Q: 3 clusters Score -6604642 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 46001 members 
Entering Unmasked Estep 
Score: -6604659.500000 Penalty: 5415.090820
	Iteration 67Q: 3 clusters Score -6604660 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 46083 members 
Entering Unmasked Estep 
Score: -6604658.500000 Penalty: 5415.090820
	Iteration 68Q: 3 clusters Score -6604658 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 46165 members 
Entering Unmasked Estep 
Score: -6604675.500000 Penalty: 5415.090820
	Iteration 69Q: 3 clusters Score -6604676 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 46245 members 
Entering Unmasked Estep 
Score: -6604699.500000 Penalty: 5415.090820
	Iteration 70Q: 3 clusters Score -6604700 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 46329 members 
Entering Unmasked Estep 
Score: -6604697.500000 Penalty: 5415.090820
	Iteration 71Q: 3 clusters Score -6604698 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 46409 members 
Entering Unmasked Estep 
Score: -6604689.500000 Penalty: 5415.090820
	Iteration 72Q: 3 clusters Score -6604690 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 46507 members 
Entering Unmasked Estep 
Score: -6604705.000000 Penalty: 5415.090820
	Iteration 73Q: 3 clusters Score -6604705 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 46615 members 
Entering Unmasked Estep 
Score: -6604710.000000 Penalty: 5415.090820
	Iteration 74Q: 3 clusters Score -6604710 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 46733 members 
Entering Unmasked Estep 
Score: -6604721.500000 Penalty: 5415.090820
	Iteration 75Q: 3 clusters Score -6604722 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 46856 members 
Entering Unmasked Estep 
Score: -6604749.000000 Penalty: 5415.090820
	Iteration 76Q: 3 clusters Score -6604749 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 46964 members 
Entering Unmasked Estep 
Score: -6604769.000000 Penalty: 5415.090820
	Iteration 77Q: 3 clusters Score -6604769 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 47085 members 
Entering Unmasked Estep 
Score: -6604804.000000 Penalty: 5415.090820
	Iteration 78Q: 3 clusters Score -6604804 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 47192 members 
Entering Unmasked Estep 
Score: -6604830.000000 Penalty: 5415.090820
	Iteration 79Q: 3 clusters Score -6604830 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 47296 members 
Entering Unmasked Estep 
Score: -6604852.000000 Penalty: 5415.090820
	Iteration 80F: 3 clusters Score -6604852 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 47420 members 
Entering Unmasked Estep 
Score: -6604842.000000 Penalty: 5415.090820
	Iteration 81Q: 3 clusters Score -6604842 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 47520 members 
Entering Unmasked Estep 
Score: -6604862.500000 Penalty: 5415.090820
	Iteration 82Q: 3 clusters Score -6604862 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 47637 members 
Entering Unmasked Estep 
Score: -6604873.500000 Penalty: 5415.090820
	Iteration 83Q: 3 clusters Score -6604874 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 47758 members 
Entering Unmasked Estep 
Score: -6604886.000000 Penalty: 5415.090820
	Iteration 84Q: 3 clusters Score -6604886 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 47888 members 
Entering Unmasked Estep 
Score: -6604914.500000 Penalty: 5415.090820
	Iteration 85Q: 3 clusters Score -6604914 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 48017 members 
Entering Unmasked Estep 
Score: -6604920.000000 Penalty: 5415.090820
	Iteration 86Q: 3 clusters Score -6604920 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 48134 members 
Entering Unmasked Estep 
Score: -6604936.000000 Penalty: 5415.090820
	Iteration 87Q: 3 clusters Score -6604936 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 48249 members 
Entering Unmasked Estep 
Score: -6604953.500000 Penalty: 5415.090820
	Iteration 88Q: 3 clusters Score -6604954 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 48354 members 
Entering Unmasked Estep 
Score: -6604955.500000 Penalty: 5415.090820
	Iteration 89Q: 3 clusters Score -6604956 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 48471 members 
Entering Unmasked Estep 
Score: -6604970.500000 Penalty: 5415.090820
	Iteration 90Q: 3 clusters Score -6604970 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 48592 members 
Entering Unmasked Estep 
Score: -6604997.500000 Penalty: 5415.090820
	Iteration 91Q: 3 clusters Score -6604998 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 48686 members 
Entering Unmasked Estep 
Score: -6605003.500000 Penalty: 5415.090820
	Iteration 92Q: 3 clusters Score -6605004 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 48773 members 
Entering Unmasked Estep 
Score: -6605008.500000 Penalty: 5415.090820
	Iteration 93Q: 3 clusters Score -6605008 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 48864 members 
Entering Unmasked Estep 
Score: -6605026.000000 Penalty: 5415.090820
	Iteration 94Q: 3 clusters Score -6605026 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 48961 members 
Entering Unmasked Estep 
Score: -6605048.500000 Penalty: 5415.090820
	Iteration 95Q: 3 clusters Score -6605048 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 49069 members 
Entering Unmasked Estep 
Score: -6605068.000000 Penalty: 5415.090820
	Iteration 96Q: 3 clusters Score -6605068 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 49178 members 
Entering Unmasked Estep 
Score: -6605115.000000 Penalty: 5415.090820
	Iteration 97Q: 3 clusters Score -6605115 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 49281 members 
Entering Unmasked Estep 
Score: -6605129.500000 Penalty: 5415.090820
	Iteration 98Q: 3 clusters Score -6605130 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 49374 members 
Entering Unmasked Estep 
Score: -6605148.000000 Penalty: 5415.090820
	Iteration 99Q: 3 clusters Score -6605148 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 49482 members 
Entering Unmasked Estep 
Score: -6605155.500000 Penalty: 5415.090820
	Iteration 100F: 3 clusters Score -6605156 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 49594 members 
Entering Unmasked Estep 
Score: -6605170.500000 Penalty: 5415.090820
	Iteration 101Q: 3 clusters Score -6605170 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 49705 members 
Entering Unmasked Estep 
Score: -6605189.500000 Penalty: 5415.090820
	Iteration 102Q: 3 clusters Score -6605190 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 49832 members 
Entering Unmasked Estep 
Score: -6605208.000000 Penalty: 5415.090820
	Iteration 103Q: 3 clusters Score -6605208 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 49953 members 
Entering Unmasked Estep 
Score: -6605234.500000 Penalty: 5415.090820
	Iteration 104Q: 3 clusters Score -6605234 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 50088 members 
Entering Unmasked Estep 
Score: -6605256.000000 Penalty: 5415.090820
	Iteration 105Q: 3 clusters Score -6605256 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 50231 members 
Entering Unmasked Estep 
Score: -6605277.500000 Penalty: 5415.090820
	Iteration 106Q: 3 clusters Score -6605278 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 50386 members 
Entering Unmasked Estep 
Score: -6605298.500000 Penalty: 5415.090820
	Iteration 107Q: 3 clusters Score -6605298 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 50561 members 
Entering Unmasked Estep 
Score: -6605339.500000 Penalty: 5415.090820
	Iteration 108Q: 3 clusters Score -6605340 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 50738 members 
Entering Unmasked Estep 
Score: -6605392.000000 Penalty: 5415.090820
	Iteration 109Q: 3 clusters Score -6605392 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 50914 members 
Entering Unmasked Estep 
Score: -6605451.500000 Penalty: 5415.090820
	Iteration 110Q: 3 clusters Score -6605452 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 51085 members 
Entering Unmasked Estep 
Score: -6605500.500000 Penalty: 5415.090820
	Iteration 111Q: 3 clusters Score -6605500 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 51254 members 
Entering Unmasked Estep 
Score: -6605583.000000 Penalty: 5415.090820
	Iteration 112Q: 3 clusters Score -6605583 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 51417 members 
Entering Unmasked Estep 
Score: -6605634.500000 Penalty: 5415.090820
	Iteration 113Q: 3 clusters Score -6605634 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 51576 members 
Entering Unmasked Estep 
Score: -6605659.500000 Penalty: 5415.090820
	Iteration 114Q: 3 clusters Score -6605660 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 51723 members 
Entering Unmasked Estep 
Score: -6605710.500000 Penalty: 5415.090820
	Iteration 115Q: 3 clusters Score -6605710 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 51872 members 
Entering Unmasked Estep 
Score: -6605723.500000 Penalty: 5415.090820
	Iteration 116Q: 3 clusters Score -6605724 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 52005 members 
Entering Unmasked Estep 
Score: -6605780.500000 Penalty: 5415.090820
	Iteration 117Q: 3 clusters Score -6605780 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 52158 members 
Entering Unmasked Estep 
Score: -6605841.000000 Penalty: 5415.090820
	Iteration 118Q: 3 clusters Score -6605841 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 52290 members 
Entering Unmasked Estep 
Score: -6605899.000000 Penalty: 5415.090820
	Iteration 119Q: 3 clusters Score -6605899 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 52403 members 
Entering Unmasked Estep 
Score: -6605921.500000 Penalty: 5415.090820
	Iteration 120F: 3 clusters Score -6605922 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 52505 members 
Entering Unmasked Estep 
Score: -6605941.500000 Penalty: 5415.090820
	Iteration 121Q: 3 clusters Score -6605942 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 52609 members 
Entering Unmasked Estep 
Score: -6605981.000000 Penalty: 5415.090820
	Iteration 122Q: 3 clusters Score -6605981 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 52712 members 
Entering Unmasked Estep 
Score: -6605995.500000 Penalty: 5415.090820
	Iteration 123Q: 3 clusters Score -6605996 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 52801 members 
Entering Unmasked Estep 
Score: -6606033.000000 Penalty: 5415.090820
	Iteration 124Q: 3 clusters Score -6606033 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 52886 members 
Entering Unmasked Estep 
Score: -6606071.500000 Penalty: 5415.090820
	Iteration 125Q: 3 clusters Score -6606072 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 52961 members 
Entering Unmasked Estep 
Score: -6606104.000000 Penalty: 5415.090820
	Iteration 126Q: 3 clusters Score -6606104 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 53019 members 
Entering Unmasked Estep 
Score: -6606127.500000 Penalty: 5415.090820
	Iteration 127Q: 3 clusters Score -6606128 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 53081 members 
Entering Unmasked Estep 
Score: -6606142.500000 Penalty: 5415.090820
	Iteration 128Q: 3 clusters Score -6606142 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 53143 members 
Entering Unmasked Estep 
Score: -6606166.500000 Penalty: 5415.090820
	Iteration 129Q: 3 clusters Score -6606166 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 53206 members 
Entering Unmasked Estep 
Score: -6606181.500000 Penalty: 5415.090820
	Iteration 130Q: 3 clusters Score -6606182 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 53262 members 
Entering Unmasked Estep 
Score: -6606215.000000 Penalty: 5415.090820
	Iteration 131Q: 3 clusters Score -6606215 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 53303 members 
Entering Unmasked Estep 
Score: -6606219.500000 Penalty: 5415.090820
	Iteration 132Q: 3 clusters Score -6606220 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 53335 members 
Entering Unmasked Estep 
Score: -6606232.500000 Penalty: 5415.090820
	Iteration 133Q: 3 clusters Score -6606232 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 53353 members 
Entering Unmasked Estep 
Score: -6606243.000000 Penalty: 5415.090820
	Iteration 134Q: 3 clusters Score -6606243 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 53371 members 
Entering Unmasked Estep 
Score: -6606244.500000 Penalty: 5415.090820
	Iteration 135Q: 3 clusters Score -6606244 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 53389 members 
Entering Unmasked Estep 
Score: -6606241.500000 Penalty: 5415.090820
	Iteration 136Q: 3 clusters Score -6606242 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 53414 members 
Entering Unmasked Estep 
Score: -6606248.000000 Penalty: 5415.090820
	Iteration 137Q: 3 clusters Score -6606248 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 53424 members 
Entering Unmasked Estep 
Score: -6606262.000000 Penalty: 5415.090820
	Iteration 138Q: 3 clusters Score -6606262 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 53435 members 
Entering Unmasked Estep 
Score: -6606266.000000 Penalty: 5415.090820
	Iteration 139Q: 3 clusters Score -6606266 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 53445 members 
Entering Unmasked Estep 
Score: -6606271.000000 Penalty: 5415.090820
	Iteration 140F: 3 clusters Score -6606271 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 53455 members 
Entering Unmasked Estep 
Score: -6606281.500000 Penalty: 5415.090820
	Iteration 141Q: 3 clusters Score -6606282 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 53467 members 
Entering Unmasked Estep 
Score: -6606284.000000 Penalty: 5415.090820
	Iteration 142Q: 3 clusters Score -6606284 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 53477 members 
Entering Unmasked Estep 
Score: -6606277.000000 Penalty: 5415.090820
	Iteration 143Q: 3 clusters Score -6606277 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 53495 members 
Entering Unmasked Estep 
Score: -6606282.500000 Penalty: 5415.090820
	Iteration 144Q: 3 clusters Score -6606282 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 53511 members 
Entering Unmasked Estep 
Score: -6606290.000000 Penalty: 5415.090820
	Iteration 145Q: 3 clusters Score -6606290 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 53526 members 
Entering Unmasked Estep 
Score: -6606290.000000 Penalty: 5415.090820
	Iteration 146Q: 3 clusters Score -6606290 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 53535 members 
Entering Unmasked Estep 
Score: -6606292.500000 Penalty: 5415.090820
	Iteration 147Q: 3 clusters Score -6606292 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 53544 members 
Entering Unmasked Estep 
Score: -6606296.000000 Penalty: 5415.090820
	Iteration 148Q: 3 clusters Score -6606296 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 53558 members 
Entering Unmasked Estep 
Score: -6606296.000000 Penalty: 5415.090820
	Iteration 149Q: 3 clusters Score -6606296 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 53566 members 
Entering Unmasked Estep 
Score: -6606305.000000 Penalty: 5415.090820
	Iteration 150Q: 3 clusters Score -6606305 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 53569 members 
Entering Unmasked Estep 
Score: -6606304.000000 Penalty: 5415.090820
	Iteration 151Q: 3 clusters Score -6606304 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 53575 members 
Entering Unmasked Estep 
Score: -6606301.000000 Penalty: 5415.090820
	Iteration 152Q: 3 clusters Score -6606301 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 53582 members 
Entering Unmasked Estep 
Score: -6606307.500000 Penalty: 5415.090820
	Iteration 153Q: 3 clusters Score -6606308 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 53588 members 
Entering Unmasked Estep 
Score: -6606305.500000 Penalty: 5415.090820
	Iteration 154Q: 3 clusters Score -6606306 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 53591 members 
Entering Unmasked Estep 
Score: -6606306.500000 Penalty: 5415.090820
	Iteration 155Q: 3 clusters Score -6606306 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 53600 members 
Entering Unmasked Estep 
Score: -6606315.500000 Penalty: 5415.090820
	Iteration 156Q: 3 clusters Score -6606316 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 53613 members 
Entering Unmasked Estep 
Score: -6606315.500000 Penalty: 5415.090820
	Iteration 157Q: 3 clusters Score -6606316 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 53625 members 
Entering Unmasked Estep 
Score: -6606325.500000 Penalty: 5415.090820
	Iteration 158Q: 3 clusters Score -6606326 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 53634 members 
Entering Unmasked Estep 
Score: -6606316.500000 Penalty: 5415.090820
	Iteration 159Q: 3 clusters Score -6606316 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 53641 members 
Entering Unmasked Estep 
Score: -6606329.000000 Penalty: 5415.090820
	Iteration 160F: 3 clusters Score -6606329 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 53650 members 
Entering Unmasked Estep 
Score: -6606332.500000 Penalty: 5415.090820
	Iteration 161Q: 3 clusters Score -6606332 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 53651 members 
Entering Unmasked Estep 
Score: -6606322.000000 Penalty: 5415.090820
	Iteration 162Q: 3 clusters Score -6606322 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 53652 members 
Entering Unmasked Estep 
Score: -6606322.500000 Penalty: 5415.090820
	Iteration 163Q: 3 clusters Score -6606322 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 53654 members 
Entering Unmasked Estep 
Score: -6606325.500000 Penalty: 5415.090820
	Iteration 164Q: 3 clusters Score -6606326 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 53655 members 
Entering Unmasked Estep 
Score: -6606325.000000 Penalty: 5415.090820
	Iteration 165Q: 3 clusters Score -6606325 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 53657 members 
Entering Unmasked Estep 
Score: -6606322.000000 Penalty: 5415.090820
	Iteration 166Q: 3 clusters Score -6606322 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 53658 members 
Entering Unmasked Estep 
Score: -6606320.000000 Penalty: 5415.090820
	Iteration 167Q: 3 clusters Score -6606320 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 53658 members 
Entering Unmasked Estep 
Score: -6606320.000000 Penalty: 5415.090820
	Iteration 168F: 3 clusters Score -6606320 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Entering Unmasked Estep 
Score: -302600.687500 Penalty: 1932.707275
	Iteration 0F: 2 clusters Score -302600.7 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 1182 members 
Entering Unmasked Estep 
Score: -299739.593750 Penalty: 3865.414551
	Iteration 0F: 3 clusters Score -299739.6 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -300287.562500 Penalty: 3865.414551
	Iteration 1F: 3 clusters Score -300287.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -300422.906250 Penalty: 3865.414551
	Iteration 2F: 3 clusters Score -300422.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -300559.562500 Penalty: 3865.414551
	Iteration 3F: 3 clusters Score -300559.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -300706.406250 Penalty: 3865.414551
	Iteration 4Q: 3 clusters Score -300706.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -300869.375000 Penalty: 3865.414551
	Iteration 5F: 3 clusters Score -300869.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -301079.562500 Penalty: 3865.414551
	Iteration 6F: 3 clusters Score -301079.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -301302.312500 Penalty: 3865.414551
	Iteration 7F: 3 clusters Score -301302.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -301506.781250 Penalty: 3865.414551
	Iteration 8Q: 3 clusters Score -301506.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -301657.625000 Penalty: 3865.414551
	Iteration 9Q: 3 clusters Score -301657.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -301753.531250 Penalty: 3865.414551
	Iteration 10Q: 3 clusters Score -301753.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -301816.031250 Penalty: 3865.414551
	Iteration 11Q: 3 clusters Score -301816 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -301861.968750 Penalty: 3865.414551
	Iteration 12Q: 3 clusters Score -301862 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -301900.656250 Penalty: 3865.414551
	Iteration 13Q: 3 clusters Score -301900.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -301928.968750 Penalty: 3865.414551
	Iteration 14Q: 3 clusters Score -301929 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -301948.718750 Penalty: 3865.414551
	Iteration 15Q: 3 clusters Score -301948.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -301968.531250 Penalty: 3865.414551
	Iteration 16Q: 3 clusters Score -301968.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -301980.437500 Penalty: 3865.414551
	Iteration 17Q: 3 clusters Score -301980.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -301991.406250 Penalty: 3865.414551
	Iteration 18Q: 3 clusters Score -301991.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -301999.000000 Penalty: 3865.414551
	Iteration 19Q: 3 clusters Score -301999 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -302007.187500 Penalty: 3865.414551
	Iteration 20F: 3 clusters Score -302007.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -302016.156250 Penalty: 3865.414551
	Iteration 21Q: 3 clusters Score -302016.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -302025.531250 Penalty: 3865.414551
	Iteration 22Q: 3 clusters Score -302025.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -302033.437500 Penalty: 3865.414551
	Iteration 23Q: 3 clusters Score -302033.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -302040.312500 Penalty: 3865.414551
	Iteration 24Q: 3 clusters Score -302040.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -302045.125000 Penalty: 3865.414551
	Iteration 25Q: 3 clusters Score -302045.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -302047.343750 Penalty: 3865.414551
	Iteration 26Q: 3 clusters Score -302047.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -302047.906250 Penalty: 3865.414551
	Iteration 27Q: 3 clusters Score -302047.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -302047.906250 Penalty: 3865.414551
	Iteration 28F: 3 clusters Score -302047.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Entering Unmasked Estep 
Score: -102341.445312 Penalty: 1619.657593
	Iteration 0F: 2 clusters Score -102341.4 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 351 members 
Entering Unmasked Estep 
Score: -100674.046875 Penalty: 3239.315186
	Iteration 0F: 3 clusters Score -100674 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -101208.179688 Penalty: 3239.315186
	Iteration 1F: 3 clusters Score -101208.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -101888.132812 Penalty: 3239.315186
	Iteration 2F: 3 clusters Score -101888.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -102539.617188 Penalty: 3239.315186
	Iteration 3F: 3 clusters Score -102539.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -102946.101562 Penalty: 3239.315186
	Iteration 4F: 3 clusters Score -102946.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -103028.156250 Penalty: 3239.315186
	Iteration 5Q: 3 clusters Score -103028.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -103134.812500 Penalty: 3239.315186
	Iteration 6Q: 3 clusters Score -103134.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -103164.085938 Penalty: 3239.315186
	Iteration 7Q: 3 clusters Score -103164.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -103176.421875 Penalty: 3239.315186
	Iteration 8Q: 3 clusters Score -103176.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -103180.726562 Penalty: 3239.315186
	Iteration 9Q: 3 clusters Score -103180.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -103180.726562 Penalty: 3239.315186
	Iteration 10F: 3 clusters Score -103180.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22667 members 
Mstep: Class 2 contains 4097 members 
Mstep: Class 3 contains 1074 members 
Mstep: Class 4 contains 223867 members 
Mstep: Class 5 contains 4104 members 
Mstep: Class 6 contains 2304 members 
Mstep: Class 7 contains 9370 members 
Mstep: Class 8 contains 13917 members 
Mstep: Class 9 contains 7484 members 
Mstep: Class 10 contains 27209 members 
Mstep: Class 11 contains 11623 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 13 contains 3501 members 
Mstep: Class 14 contains 36420 members 
Mstep: Class 15 contains 181331 members 
Mstep: Class 16 contains 23105 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 9965 members 
Mstep: Class 19 contains 164797 members 
Mstep: Class 20 contains 55134 members 
Mstep: Class 21 contains 2424 members 
Mstep: Class 22 contains 380 members 
Mstep: Class 23 contains 4373 members 
Mstep: Class 24 contains 3309 members 
Mstep: Class 25 contains 38649 members 
Mstep: Class 26 contains 60626 members 
Mstep: Class 27 contains 28772 members 
Mstep: Class 28 contains 470 members 
Mstep: Class 29 contains 42863 members 
Mstep: Class 30 contains 10848 members 
Mstep: Class 31 contains 6551 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8485 members 
Mstep: Class 34 contains 437 members 
Mstep: Class 35 contains 3414 members 
Mstep: Class 36 contains 8305 members 
Mstep: Class 37 contains 3934 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1867 members 
Mstep: Class 40 contains 19220 members 
Mstep: Class 41 contains 424 members 
Mstep: Class 42 contains 3011 members 
Mstep: Class 43 contains 3655 members 
Mstep: Class 44 contains 1401 members 
Mstep: Class 45 contains 22188 members 
Mstep: Class 46 contains 13082 members 
Mstep: Class 47 contains 306 members 
Mstep: Class 48 contains 7925 members 
Mstep: Class 49 contains 26843 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 616 members 
Mstep: Class 52 contains 309 members 
Mstep: Class 53 contains 3100 members 
Mstep: Class 54 contains 347 members 
Mstep: Class 55 contains 4796 members 
Mstep: Class 56 contains 17273 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 284 members 
Mstep: Class 60 contains 4819 members 
Mstep: Class 61 contains 1768 members 
Mstep: Class 62 contains 1052 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 8194 members 
Mstep: Class 65 contains 503 members 
Mstep: Class 66 contains 665 members 
Mstep: Class 67 contains 2648 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 711 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 7214 members 
Mstep: Class 75 contains 892 members 
Mstep: Class 76 contains 504 members 
Mstep: Class 77 contains 631 members 
Mstep: Class 78 contains 306 members 
Entering Unmasked Estep 
Score: -147545968.000000 Penalty: 270583.718750
Splitting cluster 22 changes total score from -147546992.000000 to -147545968.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (4373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Entering Unmasked Estep 
Score: -534920.125000 Penalty: 2079.034668
	Iteration 0F: 2 clusters Score -534920.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -530759.500000 Penalty: 4158.069336
	Iteration 0F: 3 clusters Score -530759.5 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -531690.375000 Penalty: 4158.069336
	Iteration 1F: 3 clusters Score -531690.4 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -531903.625000 Penalty: 4158.069336
	Iteration 2F: 3 clusters Score -531903.6 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -532085.687500 Penalty: 4158.069336
	Iteration 3F: 3 clusters Score -532085.7 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -532270.312500 Penalty: 4158.069336
	Iteration 4Q: 3 clusters Score -532270.3 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -532500.375000 Penalty: 4158.069336
	Iteration 5F: 3 clusters Score -532500.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -532756.875000 Penalty: 4158.069336
	Iteration 6F: 3 clusters Score -532756.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -533005.375000 Penalty: 4158.069336
	Iteration 7F: 3 clusters Score -533005.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -533237.125000 Penalty: 4158.069336
	Iteration 8Q: 3 clusters Score -533237.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -533420.937500 Penalty: 4158.069336
	Iteration 9Q: 3 clusters Score -533420.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -533594.187500 Penalty: 4158.069336
	Iteration 10Q: 3 clusters Score -533594.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -533741.812500 Penalty: 4158.069336
	Iteration 11Q: 3 clusters Score -533741.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -533847.437500 Penalty: 4158.069336
	Iteration 12Q: 3 clusters Score -533847.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -533933.812500 Penalty: 4158.069336
	Iteration 13Q: 3 clusters Score -533933.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -533990.500000 Penalty: 4158.069336
	Iteration 14Q: 3 clusters Score -533990.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -534027.687500 Penalty: 4158.069336
	Iteration 15Q: 3 clusters Score -534027.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -534064.062500 Penalty: 4158.069336
	Iteration 16Q: 3 clusters Score -534064.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -534099.500000 Penalty: 4158.069336
	Iteration 17Q: 3 clusters Score -534099.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -534138.625000 Penalty: 4158.069336
	Iteration 18Q: 3 clusters Score -534138.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -534162.875000 Penalty: 4158.069336
	Iteration 19Q: 3 clusters Score -534162.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -534177.250000 Penalty: 4158.069336
	Iteration 20F: 3 clusters Score -534177.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -534191.625000 Penalty: 4158.069336
	Iteration 21Q: 3 clusters Score -534191.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -534203.125000 Penalty: 4158.069336
	Iteration 22Q: 3 clusters Score -534203.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -534214.562500 Penalty: 4158.069336
	Iteration 23Q: 3 clusters Score -534214.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -534224.250000 Penalty: 4158.069336
	Iteration 24Q: 3 clusters Score -534224.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -534231.312500 Penalty: 4158.069336
	Iteration 25Q: 3 clusters Score -534231.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -534238.125000 Penalty: 4158.069336
	Iteration 26Q: 3 clusters Score -534238.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -534245.375000 Penalty: 4158.069336
	Iteration 27Q: 3 clusters Score -534245.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -534248.812500 Penalty: 4158.069336
	Iteration 28Q: 3 clusters Score -534248.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -534253.500000 Penalty: 4158.069336
	Iteration 29Q: 3 clusters Score -534253.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -534256.812500 Penalty: 4158.069336
	Iteration 30Q: 3 clusters Score -534256.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -534257.062500 Penalty: 4158.069336
	Iteration 31Q: 3 clusters Score -534257.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -534258.312500 Penalty: 4158.069336
	Iteration 32Q: 3 clusters Score -534258.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -534258.500000 Penalty: 4158.069336
	Iteration 33Q: 3 clusters Score -534258.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -534258.625000 Penalty: 4158.069336
	Iteration 34Q: 3 clusters Score -534258.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -534258.625000 Penalty: 4158.069336
	Iteration 35F: 3 clusters Score -534258.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (3309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Entering Unmasked Estep 
Score: -359246.781250 Penalty: 2009.891602
	Iteration 0F: 2 clusters Score -359246.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -355847.093750 Penalty: 4019.783203
	Iteration 0F: 3 clusters Score -355847.1 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -356735.156250 Penalty: 4019.783203
	Iteration 1F: 3 clusters Score -356735.2 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -357000.312500 Penalty: 4019.783203
	Iteration 2F: 3 clusters Score -357000.3 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -357209.468750 Penalty: 4019.783203
	Iteration 3F: 3 clusters Score -357209.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -357378.218750 Penalty: 4019.783203
	Iteration 4F: 3 clusters Score -357378.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -357478.906250 Penalty: 4019.783203
	Iteration 5Q: 3 clusters Score -357478.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -357549.937500 Penalty: 4019.783203
	Iteration 6Q: 3 clusters Score -357549.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -357605.000000 Penalty: 4019.783203
	Iteration 7Q: 3 clusters Score -357605 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -357654.875000 Penalty: 4019.783203
	Iteration 8Q: 3 clusters Score -357654.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -357708.093750 Penalty: 4019.783203
	Iteration 9Q: 3 clusters Score -357708.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -357756.875000 Penalty: 4019.783203
	Iteration 10Q: 3 clusters Score -357756.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -357802.250000 Penalty: 4019.783203
	Iteration 11Q: 3 clusters Score -357802.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -357832.187500 Penalty: 4019.783203
	Iteration 12Q: 3 clusters Score -357832.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -357860.656250 Penalty: 4019.783203
	Iteration 13Q: 3 clusters Score -357860.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -357879.062500 Penalty: 4019.783203
	Iteration 14Q: 3 clusters Score -357879.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -357896.281250 Penalty: 4019.783203
	Iteration 15Q: 3 clusters Score -357896.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -357911.906250 Penalty: 4019.783203
	Iteration 16Q: 3 clusters Score -357911.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -357924.156250 Penalty: 4019.783203
	Iteration 17Q: 3 clusters Score -357924.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -357937.781250 Penalty: 4019.783203
	Iteration 18Q: 3 clusters Score -357937.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -357951.687500 Penalty: 4019.783203
	Iteration 19Q: 3 clusters Score -357951.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -357965.062500 Penalty: 4019.783203
	Iteration 20F: 3 clusters Score -357965.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -357983.375000 Penalty: 4019.783203
	Iteration 21Q: 3 clusters Score -357983.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -358009.875000 Penalty: 4019.783203
	Iteration 22Q: 3 clusters Score -358009.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -358024.625000 Penalty: 4019.783203
	Iteration 23Q: 3 clusters Score -358024.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -358035.562500 Penalty: 4019.783203
	Iteration 24Q: 3 clusters Score -358035.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -358051.687500 Penalty: 4019.783203
	Iteration 25Q: 3 clusters Score -358051.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -358064.937500 Penalty: 4019.783203
	Iteration 26Q: 3 clusters Score -358064.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -358076.843750 Penalty: 4019.783203
	Iteration 27Q: 3 clusters Score -358076.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -358086.312500 Penalty: 4019.783203
	Iteration 28Q: 3 clusters Score -358086.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -358091.406250 Penalty: 4019.783203
	Iteration 29Q: 3 clusters Score -358091.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -358094.937500 Penalty: 4019.783203
	Iteration 30Q: 3 clusters Score -358094.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -358097.156250 Penalty: 4019.783203
	Iteration 31Q: 3 clusters Score -358097.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -358100.156250 Penalty: 4019.783203
	Iteration 32Q: 3 clusters Score -358100.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -358100.625000 Penalty: 4019.783203
	Iteration 33Q: 3 clusters Score -358100.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -358100.625000 Penalty: 4019.783203
	Iteration 34F: 3 clusters Score -358100.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (38649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38649 members 
Entering Unmasked Estep 
Score: -4897113.000000 Penalty: 2619.444336
	Iteration 0F: 2 clusters Score -4897113 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19384 members 
Mstep: Class 2 contains 19265 members 
Entering Unmasked Estep 
Score: -4870897.500000 Penalty: 5238.888672
	Iteration 0F: 3 clusters Score -4870898 nChanged 17646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19824 members 
Mstep: Class 2 contains 18825 members 
Entering Unmasked Estep 
Score: -4880734.000000 Penalty: 5238.888672
	Iteration 1F: 3 clusters Score -4880734 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20117 members 
Mstep: Class 2 contains 18532 members 
Entering Unmasked Estep 
Score: -4881313.500000 Penalty: 5238.888672
	Iteration 2Q: 3 clusters Score -4881314 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20609 members 
Mstep: Class 2 contains 18040 members 
Entering Unmasked Estep 
Score: -4881866.000000 Penalty: 5238.888672
	Iteration 3Q: 3 clusters Score -4881866 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21302 members 
Mstep: Class 2 contains 17347 members 
Entering Unmasked Estep 
Score: -4882385.500000 Penalty: 5238.888672
	Iteration 4Q: 3 clusters Score -4882386 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22240 members 
Mstep: Class 2 contains 16409 members 
Entering Unmasked Estep 
Score: -4883029.500000 Penalty: 5238.888672
	Iteration 5Q: 3 clusters Score -4883030 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23518 members 
Mstep: Class 2 contains 15131 members 
Entering Unmasked Estep 
Score: -4883816.000000 Penalty: 5238.888672
	Iteration 6Q: 3 clusters Score -4883816 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25141 members 
Mstep: Class 2 contains 13508 members 
Entering Unmasked Estep 
Score: -4884974.000000 Penalty: 5238.888672
	Iteration 7F: 3 clusters Score -4884974 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27169 members 
Mstep: Class 2 contains 11480 members 
Entering Unmasked Estep 
Score: -4886533.500000 Penalty: 5238.888672
	Iteration 8F: 3 clusters Score -4886534 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29232 members 
Mstep: Class 2 contains 9417 members 
Entering Unmasked Estep 
Score: -4888261.000000 Penalty: 5238.888672
	Iteration 9F: 3 clusters Score -4888261 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31143 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -4889997.500000 Penalty: 5238.888672
	Iteration 10F: 3 clusters Score -4889998 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32801 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -4891625.000000 Penalty: 5238.888672
	Iteration 11Q: 3 clusters Score -4891625 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34053 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -4892849.500000 Penalty: 5238.888672
	Iteration 12Q: 3 clusters Score -4892850 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34860 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -4893610.000000 Penalty: 5238.888672
	Iteration 13Q: 3 clusters Score -4893610 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35413 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -4894082.000000 Penalty: 5238.888672
	Iteration 14Q: 3 clusters Score -4894082 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35810 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -4894408.500000 Penalty: 5238.888672
	Iteration 15Q: 3 clusters Score -4894408 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36076 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -4894601.000000 Penalty: 5238.888672
	Iteration 16Q: 3 clusters Score -4894601 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36276 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -4894719.000000 Penalty: 5238.888672
	Iteration 17Q: 3 clusters Score -4894719 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36428 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -4894801.500000 Penalty: 5238.888672
	Iteration 18Q: 3 clusters Score -4894802 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36546 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -4894861.500000 Penalty: 5238.888672
	Iteration 19Q: 3 clusters Score -4894862 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36651 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -4894912.500000 Penalty: 5238.888672
	Iteration 20F: 3 clusters Score -4894912 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36727 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -4894958.500000 Penalty: 5238.888672
	Iteration 21Q: 3 clusters Score -4894958 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36793 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -4894991.000000 Penalty: 5238.888672
	Iteration 22Q: 3 clusters Score -4894991 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36849 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -4894996.000000 Penalty: 5238.888672
	Iteration 23Q: 3 clusters Score -4894996 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36892 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -4894995.500000 Penalty: 5238.888672
	Iteration 24Q: 3 clusters Score -4894996 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36931 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -4895029.500000 Penalty: 5238.888672
	Iteration 25Q: 3 clusters Score -4895030 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36959 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -4895026.500000 Penalty: 5238.888672
	Iteration 26Q: 3 clusters Score -4895026 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36980 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -4895037.500000 Penalty: 5238.888672
	Iteration 27Q: 3 clusters Score -4895038 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36998 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -4895041.000000 Penalty: 5238.888672
	Iteration 28Q: 3 clusters Score -4895041 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37018 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -4895056.000000 Penalty: 5238.888672
	Iteration 29Q: 3 clusters Score -4895056 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37042 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -4895066.500000 Penalty: 5238.888672
	Iteration 30Q: 3 clusters Score -4895066 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37058 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -4895074.500000 Penalty: 5238.888672
	Iteration 31Q: 3 clusters Score -4895074 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37077 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -4895085.500000 Penalty: 5238.888672
	Iteration 32Q: 3 clusters Score -4895086 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37103 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -4895090.000000 Penalty: 5238.888672
	Iteration 33Q: 3 clusters Score -4895090 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37132 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -4895100.000000 Penalty: 5238.888672
	Iteration 34Q: 3 clusters Score -4895100 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37156 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -4895102.000000 Penalty: 5238.888672
	Iteration 35Q: 3 clusters Score -4895102 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37175 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -4895108.500000 Penalty: 5238.888672
	Iteration 36Q: 3 clusters Score -4895108 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37193 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -4895115.500000 Penalty: 5238.888672
	Iteration 37Q: 3 clusters Score -4895116 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37208 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -4895126.500000 Penalty: 5238.888672
	Iteration 38Q: 3 clusters Score -4895126 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37224 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -4895129.500000 Penalty: 5238.888672
	Iteration 39Q: 3 clusters Score -4895130 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37237 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -4895133.500000 Penalty: 5238.888672
	Iteration 40F: 3 clusters Score -4895134 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37249 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -4895138.500000 Penalty: 5238.888672
	Iteration 41Q: 3 clusters Score -4895138 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37262 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -4895154.000000 Penalty: 5238.888672
	Iteration 42Q: 3 clusters Score -4895154 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37276 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -4895153.000000 Penalty: 5238.888672
	Iteration 43Q: 3 clusters Score -4895153 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37284 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -4895159.000000 Penalty: 5238.888672
	Iteration 44Q: 3 clusters Score -4895159 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37291 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -4895161.000000 Penalty: 5238.888672
	Iteration 45Q: 3 clusters Score -4895161 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37298 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -4895169.500000 Penalty: 5238.888672
	Iteration 46Q: 3 clusters Score -4895170 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37306 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -4895164.000000 Penalty: 5238.888672
	Iteration 47Q: 3 clusters Score -4895164 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37310 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -4895171.000000 Penalty: 5238.888672
	Iteration 48Q: 3 clusters Score -4895171 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37312 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -4895173.000000 Penalty: 5238.888672
	Iteration 49Q: 3 clusters Score -4895173 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37313 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -4895169.500000 Penalty: 5238.888672
	Iteration 50Q: 3 clusters Score -4895170 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37316 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -4895173.000000 Penalty: 5238.888672
	Iteration 51Q: 3 clusters Score -4895173 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37321 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -4895168.000000 Penalty: 5238.888672
	Iteration 52Q: 3 clusters Score -4895168 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37325 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -4895179.500000 Penalty: 5238.888672
	Iteration 53Q: 3 clusters Score -4895180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37327 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -4895183.500000 Penalty: 5238.888672
	Iteration 54Q: 3 clusters Score -4895184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37330 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -4895182.500000 Penalty: 5238.888672
	Iteration 55Q: 3 clusters Score -4895182 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37330 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -4895182.500000 Penalty: 5238.888672
	Iteration 56F: 3 clusters Score -4895182 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (60626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60626 members 
Entering Unmasked Estep 
Score: -7714946.000000 Penalty: 2731.094727
	Iteration 0F: 2 clusters Score -7714946 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30391 members 
Mstep: Class 2 contains 30235 members 
Entering Unmasked Estep 
Score: -7674343.500000 Penalty: 5462.189453
	Iteration 0F: 3 clusters Score -7674344 nChanged 28310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30739 members 
Mstep: Class 2 contains 29887 members 
Entering Unmasked Estep 
Score: -7690177.500000 Penalty: 5462.189453
	Iteration 1F: 3 clusters Score -7690178 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30903 members 
Mstep: Class 2 contains 29723 members 
Entering Unmasked Estep 
Score: -7690938.500000 Penalty: 5462.189453
	Iteration 2Q: 3 clusters Score -7690938 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31057 members 
Mstep: Class 2 contains 29569 members 
Entering Unmasked Estep 
Score: -7691733.000000 Penalty: 5462.189453
	Iteration 3Q: 3 clusters Score -7691733 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31221 members 
Mstep: Class 2 contains 29405 members 
Entering Unmasked Estep 
Score: -7692683.000000 Penalty: 5462.189453
	Iteration 4Q: 3 clusters Score -7692683 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31342 members 
Mstep: Class 2 contains 29284 members 
Entering Unmasked Estep 
Score: -7693677.500000 Penalty: 5462.189453
	Iteration 5Q: 3 clusters Score -7693678 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31315 members 
Mstep: Class 2 contains 29311 members 
Entering Unmasked Estep 
Score: -7694875.500000 Penalty: 5462.189453
	Iteration 6Q: 3 clusters Score -7694876 nChanged 2915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31234 members 
Mstep: Class 2 contains 29392 members 
Entering Unmasked Estep 
Score: -7696289.000000 Penalty: 5462.189453
	Iteration 7Q: 3 clusters Score -7696289 nChanged 3207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30929 members 
Mstep: Class 2 contains 29697 members 
Entering Unmasked Estep 
Score: -7698180.000000 Penalty: 5462.189453
	Iteration 8F: 3 clusters Score -7698180 nChanged 3391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30494 members 
Mstep: Class 2 contains 30132 members 
Entering Unmasked Estep 
Score: -7700326.500000 Penalty: 5462.189453
	Iteration 9F: 3 clusters Score -7700326 nChanged 3300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29976 members 
Mstep: Class 2 contains 30650 members 
Entering Unmasked Estep 
Score: -7702382.500000 Penalty: 5462.189453
	Iteration 10F: 3 clusters Score -7702382 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29358 members 
Mstep: Class 2 contains 31268 members 
Entering Unmasked Estep 
Score: -7703633.000000 Penalty: 5462.189453
	Iteration 11Q: 3 clusters Score -7703633 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28806 members 
Mstep: Class 2 contains 31820 members 
Entering Unmasked Estep 
Score: -7704313.000000 Penalty: 5462.189453
	Iteration 12Q: 3 clusters Score -7704313 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28294 members 
Mstep: Class 2 contains 32332 members 
Entering Unmasked Estep 
Score: -7704578.000000 Penalty: 5462.189453
	Iteration 13Q: 3 clusters Score -7704578 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27761 members 
Mstep: Class 2 contains 32865 members 
Entering Unmasked Estep 
Score: -7704735.500000 Penalty: 5462.189453
	Iteration 14Q: 3 clusters Score -7704736 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27244 members 
Mstep: Class 2 contains 33382 members 
Entering Unmasked Estep 
Score: -7704889.500000 Penalty: 5462.189453
	Iteration 15Q: 3 clusters Score -7704890 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26752 members 
Mstep: Class 2 contains 33874 members 
Entering Unmasked Estep 
Score: -7704958.500000 Penalty: 5462.189453
	Iteration 16Q: 3 clusters Score -7704958 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26235 members 
Mstep: Class 2 contains 34391 members 
Entering Unmasked Estep 
Score: -7705072.000000 Penalty: 5462.189453
	Iteration 17Q: 3 clusters Score -7705072 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25693 members 
Mstep: Class 2 contains 34933 members 
Entering Unmasked Estep 
Score: -7705181.000000 Penalty: 5462.189453
	Iteration 18Q: 3 clusters Score -7705181 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25133 members 
Mstep: Class 2 contains 35493 members 
Entering Unmasked Estep 
Score: -7705299.500000 Penalty: 5462.189453
	Iteration 19Q: 3 clusters Score -7705300 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24541 members 
Mstep: Class 2 contains 36085 members 
Entering Unmasked Estep 
Score: -7705432.500000 Penalty: 5462.189453
	Iteration 20F: 3 clusters Score -7705432 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23911 members 
Mstep: Class 2 contains 36715 members 
Entering Unmasked Estep 
Score: -7705557.000000 Penalty: 5462.189453
	Iteration 21Q: 3 clusters Score -7705557 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23238 members 
Mstep: Class 2 contains 37388 members 
Entering Unmasked Estep 
Score: -7705694.500000 Penalty: 5462.189453
	Iteration 22Q: 3 clusters Score -7705694 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22522 members 
Mstep: Class 2 contains 38104 members 
Entering Unmasked Estep 
Score: -7705906.500000 Penalty: 5462.189453
	Iteration 23Q: 3 clusters Score -7705906 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21714 members 
Mstep: Class 2 contains 38912 members 
Entering Unmasked Estep 
Score: -7706070.000000 Penalty: 5462.189453
	Iteration 24Q: 3 clusters Score -7706070 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20871 members 
Mstep: Class 2 contains 39755 members 
Entering Unmasked Estep 
Score: -7706319.500000 Penalty: 5462.189453
	Iteration 25Q: 3 clusters Score -7706320 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20014 members 
Mstep: Class 2 contains 40612 members 
Entering Unmasked Estep 
Score: -7706569.000000 Penalty: 5462.189453
	Iteration 26Q: 3 clusters Score -7706569 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19126 members 
Mstep: Class 2 contains 41500 members 
Entering Unmasked Estep 
Score: -7706889.500000 Penalty: 5462.189453
	Iteration 27Q: 3 clusters Score -7706890 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18166 members 
Mstep: Class 2 contains 42460 members 
Entering Unmasked Estep 
Score: -7707188.000000 Penalty: 5462.189453
	Iteration 28Q: 3 clusters Score -7707188 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17192 members 
Mstep: Class 2 contains 43434 members 
Entering Unmasked Estep 
Score: -7707532.500000 Penalty: 5462.189453
	Iteration 29Q: 3 clusters Score -7707532 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16240 members 
Mstep: Class 2 contains 44386 members 
Entering Unmasked Estep 
Score: -7707880.000000 Penalty: 5462.189453
	Iteration 30Q: 3 clusters Score -7707880 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15311 members 
Mstep: Class 2 contains 45315 members 
Entering Unmasked Estep 
Score: -7708229.500000 Penalty: 5462.189453
	Iteration 31Q: 3 clusters Score -7708230 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14366 members 
Mstep: Class 2 contains 46260 members 
Entering Unmasked Estep 
Score: -7708562.500000 Penalty: 5462.189453
	Iteration 32Q: 3 clusters Score -7708562 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13433 members 
Mstep: Class 2 contains 47193 members 
Entering Unmasked Estep 
Score: -7708853.000000 Penalty: 5462.189453
	Iteration 33Q: 3 clusters Score -7708853 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12537 members 
Mstep: Class 2 contains 48089 members 
Entering Unmasked Estep 
Score: -7709210.000000 Penalty: 5462.189453
	Iteration 34Q: 3 clusters Score -7709210 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11691 members 
Mstep: Class 2 contains 48935 members 
Entering Unmasked Estep 
Score: -7709530.000000 Penalty: 5462.189453
	Iteration 35Q: 3 clusters Score -7709530 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10896 members 
Mstep: Class 2 contains 49730 members 
Entering Unmasked Estep 
Score: -7709763.000000 Penalty: 5462.189453
	Iteration 36Q: 3 clusters Score -7709763 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10175 members 
Mstep: Class 2 contains 50451 members 
Entering Unmasked Estep 
Score: -7710022.500000 Penalty: 5462.189453
	Iteration 37Q: 3 clusters Score -7710022 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 51127 members 
Entering Unmasked Estep 
Score: -7710270.500000 Penalty: 5462.189453
	Iteration 38Q: 3 clusters Score -7710270 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 51759 members 
Entering Unmasked Estep 
Score: -7710491.500000 Penalty: 5462.189453
	Iteration 39Q: 3 clusters Score -7710492 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 52294 members 
Entering Unmasked Estep 
Score: -7710692.000000 Penalty: 5462.189453
	Iteration 40F: 3 clusters Score -7710692 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 52854 members 
Entering Unmasked Estep 
Score: -7710921.000000 Penalty: 5462.189453
	Iteration 41Q: 3 clusters Score -7710921 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 53343 members 
Entering Unmasked Estep 
Score: -7711022.000000 Penalty: 5462.189453
	Iteration 42Q: 3 clusters Score -7711022 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 53801 members 
Entering Unmasked Estep 
Score: -7711189.000000 Penalty: 5462.189453
	Iteration 43Q: 3 clusters Score -7711189 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 54240 members 
Entering Unmasked Estep 
Score: -7711354.500000 Penalty: 5462.189453
	Iteration 44Q: 3 clusters Score -7711354 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 54647 members 
Entering Unmasked Estep 
Score: -7711512.000000 Penalty: 5462.189453
	Iteration 45Q: 3 clusters Score -7711512 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 55029 members 
Entering Unmasked Estep 
Score: -7711639.500000 Penalty: 5462.189453
	Iteration 46Q: 3 clusters Score -7711640 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 55382 members 
Entering Unmasked Estep 
Score: -7711772.500000 Penalty: 5462.189453
	Iteration 47Q: 3 clusters Score -7711772 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 55700 members 
Entering Unmasked Estep 
Score: -7711868.000000 Penalty: 5462.189453
	Iteration 48Q: 3 clusters Score -7711868 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 56012 members 
Entering Unmasked Estep 
Score: -7711909.000000 Penalty: 5462.189453
	Iteration 49Q: 3 clusters Score -7711909 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 56296 members 
Entering Unmasked Estep 
Score: -7712001.500000 Penalty: 5462.189453
	Iteration 50Q: 3 clusters Score -7712002 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 56562 members 
Entering Unmasked Estep 
Score: -7712097.000000 Penalty: 5462.189453
	Iteration 51Q: 3 clusters Score -7712097 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 56771 members 
Entering Unmasked Estep 
Score: -7712150.500000 Penalty: 5462.189453
	Iteration 52Q: 3 clusters Score -7712150 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 56969 members 
Entering Unmasked Estep 
Score: -7712208.500000 Penalty: 5462.189453
	Iteration 53Q: 3 clusters Score -7712208 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 57161 members 
Entering Unmasked Estep 
Score: -7712270.000000 Penalty: 5462.189453
	Iteration 54Q: 3 clusters Score -7712270 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 57359 members 
Entering Unmasked Estep 
Score: -7712337.000000 Penalty: 5462.189453
	Iteration 55Q: 3 clusters Score -7712337 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 57519 members 
Entering Unmasked Estep 
Score: -7712388.000000 Penalty: 5462.189453
	Iteration 56Q: 3 clusters Score -7712388 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 57661 members 
Entering Unmasked Estep 
Score: -7712446.000000 Penalty: 5462.189453
	Iteration 57Q: 3 clusters Score -7712446 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 57796 members 
Entering Unmasked Estep 
Score: -7712497.000000 Penalty: 5462.189453
	Iteration 58Q: 3 clusters Score -7712497 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 57915 members 
Entering Unmasked Estep 
Score: -7712549.500000 Penalty: 5462.189453
	Iteration 59Q: 3 clusters Score -7712550 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 58021 members 
Entering Unmasked Estep 
Score: -7712562.500000 Penalty: 5462.189453
	Iteration 60F: 3 clusters Score -7712562 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 58109 members 
Entering Unmasked Estep 
Score: -7712587.500000 Penalty: 5462.189453
	Iteration 61Q: 3 clusters Score -7712588 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 58202 members 
Entering Unmasked Estep 
Score: -7712636.000000 Penalty: 5462.189453
	Iteration 62Q: 3 clusters Score -7712636 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 58273 members 
Entering Unmasked Estep 
Score: -7712664.000000 Penalty: 5462.189453
	Iteration 63Q: 3 clusters Score -7712664 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 58340 members 
Entering Unmasked Estep 
Score: -7712689.500000 Penalty: 5462.189453
	Iteration 64Q: 3 clusters Score -7712690 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 58403 members 
Entering Unmasked Estep 
Score: -7712697.000000 Penalty: 5462.189453
	Iteration 65Q: 3 clusters Score -7712697 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 58459 members 
Entering Unmasked Estep 
Score: -7712720.000000 Penalty: 5462.189453
	Iteration 66Q: 3 clusters Score -7712720 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 58506 members 
Entering Unmasked Estep 
Score: -7712737.500000 Penalty: 5462.189453
	Iteration 67Q: 3 clusters Score -7712738 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 58549 members 
Entering Unmasked Estep 
Score: -7712745.000000 Penalty: 5462.189453
	Iteration 68Q: 3 clusters Score -7712745 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 58588 members 
Entering Unmasked Estep 
Score: -7712758.000000 Penalty: 5462.189453
	Iteration 69Q: 3 clusters Score -7712758 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 58615 members 
Entering Unmasked Estep 
Score: -7712768.000000 Penalty: 5462.189453
	Iteration 70Q: 3 clusters Score -7712768 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 58640 members 
Entering Unmasked Estep 
Score: -7712775.500000 Penalty: 5462.189453
	Iteration 71Q: 3 clusters Score -7712776 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 58667 members 
Entering Unmasked Estep 
Score: -7712780.500000 Penalty: 5462.189453
	Iteration 72Q: 3 clusters Score -7712780 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 58696 members 
Entering Unmasked Estep 
Score: -7712774.500000 Penalty: 5462.189453
	Iteration 73Q: 3 clusters Score -7712774 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 58728 members 
Entering Unmasked Estep 
Score: -7712782.000000 Penalty: 5462.189453
	Iteration 74Q: 3 clusters Score -7712782 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 58753 members 
Entering Unmasked Estep 
Score: -7712806.000000 Penalty: 5462.189453
	Iteration 75Q: 3 clusters Score -7712806 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 58779 members 
Entering Unmasked Estep 
Score: -7712820.500000 Penalty: 5462.189453
	Iteration 76Q: 3 clusters Score -7712820 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 58801 members 
Entering Unmasked Estep 
Score: -7712828.000000 Penalty: 5462.189453
	Iteration 77Q: 3 clusters Score -7712828 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 58815 members 
Entering Unmasked Estep 
Score: -7712840.000000 Penalty: 5462.189453
	Iteration 78Q: 3 clusters Score -7712840 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 58829 members 
Entering Unmasked Estep 
Score: -7712847.000000 Penalty: 5462.189453
	Iteration 79Q: 3 clusters Score -7712847 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 58841 members 
Entering Unmasked Estep 
Score: -7712847.000000 Penalty: 5462.189453
	Iteration 80F: 3 clusters Score -7712847 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 58851 members 
Entering Unmasked Estep 
Score: -7712863.500000 Penalty: 5462.189453
	Iteration 81Q: 3 clusters Score -7712864 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 58862 members 
Entering Unmasked Estep 
Score: -7712856.000000 Penalty: 5462.189453
	Iteration 82Q: 3 clusters Score -7712856 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 58876 members 
Entering Unmasked Estep 
Score: -7712863.000000 Penalty: 5462.189453
	Iteration 83Q: 3 clusters Score -7712863 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 58892 members 
Entering Unmasked Estep 
Score: -7712865.500000 Penalty: 5462.189453
	Iteration 84Q: 3 clusters Score -7712866 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 58907 members 
Entering Unmasked Estep 
Score: -7712872.500000 Penalty: 5462.189453
	Iteration 85Q: 3 clusters Score -7712872 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 58925 members 
Entering Unmasked Estep 
Score: -7712870.500000 Penalty: 5462.189453
	Iteration 86Q: 3 clusters Score -7712870 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 58936 members 
Entering Unmasked Estep 
Score: -7712880.500000 Penalty: 5462.189453
	Iteration 87Q: 3 clusters Score -7712880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 58939 members 
Entering Unmasked Estep 
Score: -7712882.500000 Penalty: 5462.189453
	Iteration 88Q: 3 clusters Score -7712882 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 58943 members 
Entering Unmasked Estep 
Score: -7712880.500000 Penalty: 5462.189453
	Iteration 89Q: 3 clusters Score -7712880 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 58944 members 
Entering Unmasked Estep 
Score: -7712880.500000 Penalty: 5462.189453
	Iteration 90Q: 3 clusters Score -7712880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 58946 members 
Entering Unmasked Estep 
Score: -7712879.000000 Penalty: 5462.189453
	Iteration 91Q: 3 clusters Score -7712879 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 58947 members 
Entering Unmasked Estep 
Score: -7712879.000000 Penalty: 5462.189453
	Iteration 92Q: 3 clusters Score -7712879 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 58948 members 
Entering Unmasked Estep 
Score: -7712879.500000 Penalty: 5462.189453
	Iteration 93Q: 3 clusters Score -7712880 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 58948 members 
Entering Unmasked Estep 
Score: -7712879.500000 Penalty: 5462.189453
	Iteration 94F: 3 clusters Score -7712880 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (28772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28772 members 
Entering Unmasked Estep 
Score: -3653524.750000 Penalty: 2546.255127
	Iteration 0F: 2 clusters Score -3653525 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14331 members 
Mstep: Class 2 contains 14441 members 
Entering Unmasked Estep 
Score: -3633756.250000 Penalty: 5092.510254
	Iteration 0F: 3 clusters Score -3633756 nChanged 12987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13806 members 
Mstep: Class 2 contains 14966 members 
Entering Unmasked Estep 
Score: -3641035.000000 Penalty: 5092.510254
	Iteration 1F: 3 clusters Score -3641035 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13503 members 
Mstep: Class 2 contains 15269 members 
Entering Unmasked Estep 
Score: -3641785.750000 Penalty: 5092.510254
	Iteration 2F: 3 clusters Score -3641786 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13147 members 
Mstep: Class 2 contains 15625 members 
Entering Unmasked Estep 
Score: -3642672.250000 Penalty: 5092.510254
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Mstep: Class 2 contains 16103 members 
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Mstep: Class 2 contains 16768 members 
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Mstep: Class 2 contains 17546 members 
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Mstep: Class 2 contains 19090 members 
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Mstep: Class 2 contains 19709 members 
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	Iteration 40F: 3 clusters Score -3651914 nChanged 55
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	Iteration 67Q: 3 clusters Score -3651980 nChanged 9
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	Iteration 69Q: 3 clusters Score -3651990 nChanged 13
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	Iteration 80F: 3 clusters Score -3651995 nChanged 9
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	Iteration 91Q: 3 clusters Score -3652013 nChanged 6
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	Iteration 98Q: 3 clusters Score -3652033 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 26220 members 
Entering Unmasked Estep 
Score: -3652029.250000 Penalty: 5092.510254
	Iteration 99Q: 3 clusters Score -3652029 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 26223 members 
Entering Unmasked Estep 
Score: -3652030.750000 Penalty: 5092.510254
	Iteration 100F: 3 clusters Score -3652031 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 26224 members 
Entering Unmasked Estep 
Score: -3652031.000000 Penalty: 5092.510254
	Iteration 101Q: 3 clusters Score -3652031 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 26226 members 
Entering Unmasked Estep 
Score: -3652029.250000 Penalty: 5092.510254
	Iteration 102Q: 3 clusters Score -3652029 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 26228 members 
Entering Unmasked Estep 
Score: -3652030.000000 Penalty: 5092.510254
	Iteration 103Q: 3 clusters Score -3652030 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 26230 members 
Entering Unmasked Estep 
Score: -3652032.500000 Penalty: 5092.510254
	Iteration 104Q: 3 clusters Score -3652032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 26231 members 
Entering Unmasked Estep 
Score: -3652033.000000 Penalty: 5092.510254
	Iteration 105Q: 3 clusters Score -3652033 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 26233 members 
Entering Unmasked Estep 
Score: -3652028.500000 Penalty: 5092.510254
	Iteration 106Q: 3 clusters Score -3652028 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 26236 members 
Entering Unmasked Estep 
Score: -3652029.500000 Penalty: 5092.510254
	Iteration 107Q: 3 clusters Score -3652030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 26239 members 
Entering Unmasked Estep 
Score: -3652030.750000 Penalty: 5092.510254
	Iteration 108Q: 3 clusters Score -3652031 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 26242 members 
Entering Unmasked Estep 
Score: -3652028.500000 Penalty: 5092.510254
	Iteration 109Q: 3 clusters Score -3652028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 26244 members 
Entering Unmasked Estep 
Score: -3652027.250000 Penalty: 5092.510254
	Iteration 110Q: 3 clusters Score -3652027 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 26245 members 
Entering Unmasked Estep 
Score: -3652024.750000 Penalty: 5092.510254
	Iteration 111Q: 3 clusters Score -3652025 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 26246 members 
Entering Unmasked Estep 
Score: -3652024.500000 Penalty: 5092.510254
	Iteration 112Q: 3 clusters Score -3652024 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 26246 members 
Entering Unmasked Estep 
Score: -3652024.500000 Penalty: 5092.510254
	Iteration 113F: 3 clusters Score -3652024 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (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: -66029.625000 Penalty: 1525.877686
	Iteration 0F: 2 clusters Score -66029.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -64632.847656 Penalty: 3051.755371
	Iteration 0F: 3 clusters Score -64632.85 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -65083.175781 Penalty: 3051.755371
	Iteration 1F: 3 clusters Score -65083.18 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -65416.394531 Penalty: 3051.755371
	Iteration 2F: 3 clusters Score -65416.39 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -65602.367188 Penalty: 3051.755371
	Iteration 3F: 3 clusters Score -65602.37 nChanged 23
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: -65953.085938 Penalty: 3051.755371
	Iteration 4Q: 3 clusters Score -65953.09 nChanged 15
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: -66279.640625 Penalty: 3051.755371
	Iteration 5Q: 3 clusters Score -66279.64 nChanged 8
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: -66403.593750 Penalty: 3051.755371
	Iteration 6Q: 3 clusters Score -66403.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -66411.109375 Penalty: 3051.755371
	Iteration 7Q: 3 clusters Score -66411.11 nChanged 1
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: -66416.648438 Penalty: 3051.755371
	Iteration 8Q: 3 clusters Score -66416.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -66435.117188 Penalty: 3051.755371
	Iteration 9Q: 3 clusters Score -66435.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -66435.117188 Penalty: 3051.755371
	Iteration 10F: 3 clusters Score -66435.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22667 members 
Mstep: Class 2 contains 4097 members 
Mstep: Class 3 contains 1074 members 
Mstep: Class 4 contains 223867 members 
Mstep: Class 5 contains 4104 members 
Mstep: Class 6 contains 2304 members 
Mstep: Class 7 contains 9370 members 
Mstep: Class 8 contains 13917 members 
Mstep: Class 9 contains 7484 members 
Mstep: Class 10 contains 27209 members 
Mstep: Class 11 contains 11623 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 13 contains 3501 members 
Mstep: Class 14 contains 36420 members 
Mstep: Class 15 contains 181331 members 
Mstep: Class 16 contains 23105 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 9965 members 
Mstep: Class 19 contains 164797 members 
Mstep: Class 20 contains 55134 members 
Mstep: Class 21 contains 2424 members 
Mstep: Class 22 contains 686 members 
Mstep: Class 23 contains 4373 members 
Mstep: Class 24 contains 3309 members 
Mstep: Class 25 contains 38649 members 
Mstep: Class 26 contains 60626 members 
Mstep: Class 27 contains 28772 members 
Mstep: Class 28 contains 220 members 
Mstep: Class 29 contains 42863 members 
Mstep: Class 30 contains 10848 members 
Mstep: Class 31 contains 6551 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8485 members 
Mstep: Class 34 contains 437 members 
Mstep: Class 35 contains 3414 members 
Mstep: Class 36 contains 8305 members 
Mstep: Class 37 contains 3934 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1867 members 
Mstep: Class 40 contains 19220 members 
Mstep: Class 41 contains 424 members 
Mstep: Class 42 contains 3011 members 
Mstep: Class 43 contains 3655 members 
Mstep: Class 44 contains 1401 members 
Mstep: Class 45 contains 22188 members 
Mstep: Class 46 contains 13082 members 
Mstep: Class 47 contains 306 members 
Mstep: Class 48 contains 7925 members 
Mstep: Class 49 contains 26843 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 616 members 
Mstep: Class 52 contains 309 members 
Mstep: Class 53 contains 3100 members 
Mstep: Class 54 contains 347 members 
Mstep: Class 55 contains 4796 members 
Mstep: Class 56 contains 17273 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 284 members 
Mstep: Class 60 contains 4819 members 
Mstep: Class 61 contains 1768 members 
Mstep: Class 62 contains 1052 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 8194 members 
Mstep: Class 65 contains 503 members 
Mstep: Class 66 contains 665 members 
Mstep: Class 67 contains 2648 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 711 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 7214 members 
Mstep: Class 75 contains 892 members 
Mstep: Class 76 contains 504 members 
Mstep: Class 77 contains 631 members 
Mstep: Class 78 contains 250 members 
Entering Unmasked Estep 
Score: -147545616.000000 Penalty: 270583.718750
Splitting cluster 28 changes total score from -147546992.000000 to -147545616.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 29 (42863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42863 members 
Entering Unmasked Estep 
Score: -5427784.000000 Penalty: 2645.109375
	Iteration 0F: 2 clusters Score -5427784 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21349 members 
Mstep: Class 2 contains 21514 members 
Entering Unmasked Estep 
Score: -5398594.000000 Penalty: 5290.218750
	Iteration 0F: 3 clusters Score -5398594 nChanged 19800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21239 members 
Mstep: Class 2 contains 21624 members 
Entering Unmasked Estep 
Score: -5409470.000000 Penalty: 5290.218750
	Iteration 1F: 3 clusters Score -5409470 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21237 members 
Mstep: Class 2 contains 21626 members 
Entering Unmasked Estep 
Score: -5410189.000000 Penalty: 5290.218750
	Iteration 2Q: 3 clusters Score -5410189 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21253 members 
Mstep: Class 2 contains 21610 members 
Entering Unmasked Estep 
Score: -5411020.000000 Penalty: 5290.218750
	Iteration 3Q: 3 clusters Score -5411020 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21170 members 
Mstep: Class 2 contains 21693 members 
Entering Unmasked Estep 
Score: -5412089.500000 Penalty: 5290.218750
	Iteration 4F: 3 clusters Score -5412090 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21045 members 
Mstep: Class 2 contains 21818 members 
Entering Unmasked Estep 
Score: -5413219.000000 Penalty: 5290.218750
	Iteration 5F: 3 clusters Score -5413219 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20800 members 
Mstep: Class 2 contains 22063 members 
Entering Unmasked Estep 
Score: -5414265.500000 Penalty: 5290.218750
	Iteration 6F: 3 clusters Score -5414266 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20415 members 
Mstep: Class 2 contains 22448 members 
Entering Unmasked Estep 
Score: -5415171.500000 Penalty: 5290.218750
	Iteration 7Q: 3 clusters Score -5415172 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19965 members 
Mstep: Class 2 contains 22898 members 
Entering Unmasked Estep 
Score: -5416000.500000 Penalty: 5290.218750
	Iteration 8Q: 3 clusters Score -5416000 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19457 members 
Mstep: Class 2 contains 23406 members 
Entering Unmasked Estep 
Score: -5416656.500000 Penalty: 5290.218750
	Iteration 9Q: 3 clusters Score -5416656 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18824 members 
Mstep: Class 2 contains 24039 members 
Entering Unmasked Estep 
Score: -5417181.000000 Penalty: 5290.218750
	Iteration 10Q: 3 clusters Score -5417181 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18039 members 
Mstep: Class 2 contains 24824 members 
Entering Unmasked Estep 
Score: -5417565.500000 Penalty: 5290.218750
	Iteration 11Q: 3 clusters Score -5417566 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17087 members 
Mstep: Class 2 contains 25776 members 
Entering Unmasked Estep 
Score: -5417980.000000 Penalty: 5290.218750
	Iteration 12Q: 3 clusters Score -5417980 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15990 members 
Mstep: Class 2 contains 26873 members 
Entering Unmasked Estep 
Score: -5418460.000000 Penalty: 5290.218750
	Iteration 13Q: 3 clusters Score -5418460 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14756 members 
Mstep: Class 2 contains 28107 members 
Entering Unmasked Estep 
Score: -5418897.500000 Penalty: 5290.218750
	Iteration 14Q: 3 clusters Score -5418898 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13376 members 
Mstep: Class 2 contains 29487 members 
Entering Unmasked Estep 
Score: -5419471.000000 Penalty: 5290.218750
	Iteration 15Q: 3 clusters Score -5419471 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11916 members 
Mstep: Class 2 contains 30947 members 
Entering Unmasked Estep 
Score: -5420087.500000 Penalty: 5290.218750
	Iteration 16Q: 3 clusters Score -5420088 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Mstep: Class 2 contains 32538 members 
Entering Unmasked Estep 
Score: -5420837.000000 Penalty: 5290.218750
	Iteration 17Q: 3 clusters Score -5420837 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 34184 members 
Entering Unmasked Estep 
Score: -5421772.500000 Penalty: 5290.218750
	Iteration 18Q: 3 clusters Score -5421772 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 35819 members 
Entering Unmasked Estep 
Score: -5422835.000000 Penalty: 5290.218750
	Iteration 19Q: 3 clusters Score -5422835 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 37233 members 
Entering Unmasked Estep 
Score: -5423782.500000 Penalty: 5290.218750
	Iteration 20F: 3 clusters Score -5423782 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 38360 members 
Entering Unmasked Estep 
Score: -5424515.500000 Penalty: 5290.218750
	Iteration 21Q: 3 clusters Score -5424516 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 39183 members 
Entering Unmasked Estep 
Score: -5425073.000000 Penalty: 5290.218750
	Iteration 22Q: 3 clusters Score -5425073 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 39739 members 
Entering Unmasked Estep 
Score: -5425473.000000 Penalty: 5290.218750
	Iteration 23Q: 3 clusters Score -5425473 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 40136 members 
Entering Unmasked Estep 
Score: -5425724.500000 Penalty: 5290.218750
	Iteration 24Q: 3 clusters Score -5425724 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 40421 members 
Entering Unmasked Estep 
Score: -5425964.500000 Penalty: 5290.218750
	Iteration 25Q: 3 clusters Score -5425964 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 40649 members 
Entering Unmasked Estep 
Score: -5426139.500000 Penalty: 5290.218750
	Iteration 26Q: 3 clusters Score -5426140 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 40807 members 
Entering Unmasked Estep 
Score: -5426269.500000 Penalty: 5290.218750
	Iteration 27Q: 3 clusters Score -5426270 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 40919 members 
Entering Unmasked Estep 
Score: -5426358.000000 Penalty: 5290.218750
	Iteration 28Q: 3 clusters Score -5426358 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 40995 members 
Entering Unmasked Estep 
Score: -5426429.000000 Penalty: 5290.218750
	Iteration 29Q: 3 clusters Score -5426429 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 41058 members 
Entering Unmasked Estep 
Score: -5426476.500000 Penalty: 5290.218750
	Iteration 30Q: 3 clusters Score -5426476 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 41103 members 
Entering Unmasked Estep 
Score: -5426500.000000 Penalty: 5290.218750
	Iteration 31Q: 3 clusters Score -5426500 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 41133 members 
Entering Unmasked Estep 
Score: -5426517.500000 Penalty: 5290.218750
	Iteration 32Q: 3 clusters Score -5426518 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 41159 members 
Entering Unmasked Estep 
Score: -5426537.500000 Penalty: 5290.218750
	Iteration 33Q: 3 clusters Score -5426538 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 41187 members 
Entering Unmasked Estep 
Score: -5426541.000000 Penalty: 5290.218750
	Iteration 34Q: 3 clusters Score -5426541 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 41210 members 
Entering Unmasked Estep 
Score: -5426552.500000 Penalty: 5290.218750
	Iteration 35Q: 3 clusters Score -5426552 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 41227 members 
Entering Unmasked Estep 
Score: -5426555.000000 Penalty: 5290.218750
	Iteration 36Q: 3 clusters Score -5426555 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 41246 members 
Entering Unmasked Estep 
Score: -5426569.500000 Penalty: 5290.218750
	Iteration 37Q: 3 clusters Score -5426570 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 41261 members 
Entering Unmasked Estep 
Score: -5426576.500000 Penalty: 5290.218750
	Iteration 38Q: 3 clusters Score -5426576 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 41267 members 
Entering Unmasked Estep 
Score: -5426581.000000 Penalty: 5290.218750
	Iteration 39Q: 3 clusters Score -5426581 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 41271 members 
Entering Unmasked Estep 
Score: -5426580.500000 Penalty: 5290.218750
	Iteration 40F: 3 clusters Score -5426580 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 41279 members 
Entering Unmasked Estep 
Score: -5426581.000000 Penalty: 5290.218750
	Iteration 41Q: 3 clusters Score -5426581 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 41283 members 
Entering Unmasked Estep 
Score: -5426580.000000 Penalty: 5290.218750
	Iteration 42Q: 3 clusters Score -5426580 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 41289 members 
Entering Unmasked Estep 
Score: -5426582.500000 Penalty: 5290.218750
	Iteration 43Q: 3 clusters Score -5426582 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 41295 members 
Entering Unmasked Estep 
Score: -5426577.500000 Penalty: 5290.218750
	Iteration 44Q: 3 clusters Score -5426578 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 41302 members 
Entering Unmasked Estep 
Score: -5426582.000000 Penalty: 5290.218750
	Iteration 45Q: 3 clusters Score -5426582 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 41306 members 
Entering Unmasked Estep 
Score: -5426580.500000 Penalty: 5290.218750
	Iteration 46Q: 3 clusters Score -5426580 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 41312 members 
Entering Unmasked Estep 
Score: -5426583.500000 Penalty: 5290.218750
	Iteration 47Q: 3 clusters Score -5426584 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 41315 members 
Entering Unmasked Estep 
Score: -5426585.500000 Penalty: 5290.218750
	Iteration 48Q: 3 clusters Score -5426586 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 41314 members 
Entering Unmasked Estep 
Score: -5426588.500000 Penalty: 5290.218750
	Iteration 49Q: 3 clusters Score -5426588 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 41314 members 
Entering Unmasked Estep 
Score: -5426598.000000 Penalty: 5290.218750
	Iteration 50Q: 3 clusters Score -5426598 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 41322 members 
Entering Unmasked Estep 
Score: -5426606.500000 Penalty: 5290.218750
	Iteration 51Q: 3 clusters Score -5426606 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 41327 members 
Entering Unmasked Estep 
Score: -5426607.500000 Penalty: 5290.218750
	Iteration 52Q: 3 clusters Score -5426608 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 41331 members 
Entering Unmasked Estep 
Score: -5426613.000000 Penalty: 5290.218750
	Iteration 53Q: 3 clusters Score -5426613 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 41335 members 
Entering Unmasked Estep 
Score: -5426618.500000 Penalty: 5290.218750
	Iteration 54Q: 3 clusters Score -5426618 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 41335 members 
Entering Unmasked Estep 
Score: -5426614.000000 Penalty: 5290.218750
	Iteration 55Q: 3 clusters Score -5426614 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 41336 members 
Entering Unmasked Estep 
Score: -5426616.000000 Penalty: 5290.218750
	Iteration 56Q: 3 clusters Score -5426616 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 41338 members 
Entering Unmasked Estep 
Score: -5426613.500000 Penalty: 5290.218750
	Iteration 57Q: 3 clusters Score -5426614 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 41336 members 
Entering Unmasked Estep 
Score: -5426619.500000 Penalty: 5290.218750
	Iteration 58Q: 3 clusters Score -5426620 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 41339 members 
Entering Unmasked Estep 
Score: -5426626.000000 Penalty: 5290.218750
	Iteration 59Q: 3 clusters Score -5426626 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 41342 members 
Entering Unmasked Estep 
Score: -5426619.000000 Penalty: 5290.218750
	Iteration 60F: 3 clusters Score -5426619 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 41344 members 
Entering Unmasked Estep 
Score: -5426621.000000 Penalty: 5290.218750
	Iteration 61Q: 3 clusters Score -5426621 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 41347 members 
Entering Unmasked Estep 
Score: -5426618.500000 Penalty: 5290.218750
	Iteration 62Q: 3 clusters Score -5426618 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 41350 members 
Entering Unmasked Estep 
Score: -5426617.000000 Penalty: 5290.218750
	Iteration 63Q: 3 clusters Score -5426617 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 41349 members 
Entering Unmasked Estep 
Score: -5426619.500000 Penalty: 5290.218750
	Iteration 64Q: 3 clusters Score -5426620 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 41350 members 
Entering Unmasked Estep 
Score: -5426616.000000 Penalty: 5290.218750
	Iteration 65Q: 3 clusters Score -5426616 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 41351 members 
Entering Unmasked Estep 
Score: -5426617.500000 Penalty: 5290.218750
	Iteration 66Q: 3 clusters Score -5426618 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 41352 members 
Entering Unmasked Estep 
Score: -5426617.500000 Penalty: 5290.218750
	Iteration 67Q: 3 clusters Score -5426618 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 41353 members 
Entering Unmasked Estep 
Score: -5426619.500000 Penalty: 5290.218750
	Iteration 68Q: 3 clusters Score -5426620 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 41353 members 
Entering Unmasked Estep 
Score: -5426619.500000 Penalty: 5290.218750
	Iteration 69F: 3 clusters Score -5426620 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (10848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10848 members 
Entering Unmasked Estep 
Score: -1357769.000000 Penalty: 2304.350342
	Iteration 0F: 2 clusters Score -1357769 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -1349610.250000 Penalty: 4608.700684
	Iteration 0F: 3 clusters Score -1349610 nChanged 4585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -1352260.875000 Penalty: 4608.700684
	Iteration 1F: 3 clusters Score -1352261 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -1352845.625000 Penalty: 4608.700684
	Iteration 2F: 3 clusters Score -1352846 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -1353408.500000 Penalty: 4608.700684
	Iteration 3F: 3 clusters Score -1353408 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -1353964.250000 Penalty: 4608.700684
	Iteration 4F: 3 clusters Score -1353964 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -1354456.000000 Penalty: 4608.700684
	Iteration 5F: 3 clusters Score -1354456 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -1354788.875000 Penalty: 4608.700684
	Iteration 6F: 3 clusters Score -1354789 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -1355027.000000 Penalty: 4608.700684
	Iteration 7Q: 3 clusters Score -1355027 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -1355191.625000 Penalty: 4608.700684
	Iteration 8Q: 3 clusters Score -1355192 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -1355296.875000 Penalty: 4608.700684
	Iteration 9Q: 3 clusters Score -1355297 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -1355368.000000 Penalty: 4608.700684
	Iteration 10Q: 3 clusters Score -1355368 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -1355428.875000 Penalty: 4608.700684
	Iteration 11Q: 3 clusters Score -1355429 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -1355479.875000 Penalty: 4608.700684
	Iteration 12Q: 3 clusters Score -1355480 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -1355515.500000 Penalty: 4608.700684
	Iteration 13Q: 3 clusters Score -1355516 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -1355556.000000 Penalty: 4608.700684
	Iteration 14Q: 3 clusters Score -1355556 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -1355587.875000 Penalty: 4608.700684
	Iteration 15Q: 3 clusters Score -1355588 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -1355620.125000 Penalty: 4608.700684
	Iteration 16Q: 3 clusters Score -1355620 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -1355644.625000 Penalty: 4608.700684
	Iteration 17Q: 3 clusters Score -1355645 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -1355674.250000 Penalty: 4608.700684
	Iteration 18Q: 3 clusters Score -1355674 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -1355707.500000 Penalty: 4608.700684
	Iteration 19Q: 3 clusters Score -1355708 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -1355722.500000 Penalty: 4608.700684
	Iteration 20F: 3 clusters Score -1355722 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -1355750.250000 Penalty: 4608.700684
	Iteration 21Q: 3 clusters Score -1355750 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -1355775.750000 Penalty: 4608.700684
	Iteration 22Q: 3 clusters Score -1355776 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -1355810.500000 Penalty: 4608.700684
	Iteration 23Q: 3 clusters Score -1355810 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -1355854.875000 Penalty: 4608.700684
	Iteration 24Q: 3 clusters Score -1355855 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -1355894.000000 Penalty: 4608.700684
	Iteration 25Q: 3 clusters Score -1355894 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -1355933.625000 Penalty: 4608.700684
	Iteration 26Q: 3 clusters Score -1355934 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -1355974.625000 Penalty: 4608.700684
	Iteration 27Q: 3 clusters Score -1355975 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -1356014.375000 Penalty: 4608.700684
	Iteration 28Q: 3 clusters Score -1356014 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -1356048.375000 Penalty: 4608.700684
	Iteration 29Q: 3 clusters Score -1356048 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -1356078.250000 Penalty: 4608.700684
	Iteration 30Q: 3 clusters Score -1356078 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -1356097.750000 Penalty: 4608.700684
	Iteration 31Q: 3 clusters Score -1356098 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -1356116.500000 Penalty: 4608.700684
	Iteration 32Q: 3 clusters Score -1356116 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -1356146.625000 Penalty: 4608.700684
	Iteration 33Q: 3 clusters Score -1356147 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -1356178.875000 Penalty: 4608.700684
	Iteration 34Q: 3 clusters Score -1356179 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -1356222.875000 Penalty: 4608.700684
	Iteration 35Q: 3 clusters Score -1356223 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -1356256.000000 Penalty: 4608.700684
	Iteration 36Q: 3 clusters Score -1356256 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -1356286.000000 Penalty: 4608.700684
	Iteration 37Q: 3 clusters Score -1356286 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -1356311.375000 Penalty: 4608.700684
	Iteration 38Q: 3 clusters Score -1356311 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -1356328.250000 Penalty: 4608.700684
	Iteration 39Q: 3 clusters Score -1356328 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -1356341.375000 Penalty: 4608.700684
	Iteration 40F: 3 clusters Score -1356341 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -1356350.250000 Penalty: 4608.700684
	Iteration 41Q: 3 clusters Score -1356350 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -1356354.875000 Penalty: 4608.700684
	Iteration 42Q: 3 clusters Score -1356355 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -1356364.500000 Penalty: 4608.700684
	Iteration 43Q: 3 clusters Score -1356364 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -1356366.625000 Penalty: 4608.700684
	Iteration 44Q: 3 clusters Score -1356367 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -1356372.500000 Penalty: 4608.700684
	Iteration 45Q: 3 clusters Score -1356372 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -1356372.625000 Penalty: 4608.700684
	Iteration 46Q: 3 clusters Score -1356373 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -1356378.625000 Penalty: 4608.700684
	Iteration 47Q: 3 clusters Score -1356379 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -1356383.375000 Penalty: 4608.700684
	Iteration 48Q: 3 clusters Score -1356383 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -1356388.125000 Penalty: 4608.700684
	Iteration 49Q: 3 clusters Score -1356388 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -1356387.875000 Penalty: 4608.700684
	Iteration 50Q: 3 clusters Score -1356388 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -1356397.875000 Penalty: 4608.700684
	Iteration 51Q: 3 clusters Score -1356398 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -1356401.250000 Penalty: 4608.700684
	Iteration 52Q: 3 clusters Score -1356401 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -1356406.250000 Penalty: 4608.700684
	Iteration 53Q: 3 clusters Score -1356406 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -1356417.750000 Penalty: 4608.700684
	Iteration 54Q: 3 clusters Score -1356418 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -1356431.750000 Penalty: 4608.700684
	Iteration 55Q: 3 clusters Score -1356432 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -1356439.000000 Penalty: 4608.700684
	Iteration 56Q: 3 clusters Score -1356439 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -1356446.125000 Penalty: 4608.700684
	Iteration 57Q: 3 clusters Score -1356446 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -1356450.500000 Penalty: 4608.700684
	Iteration 58Q: 3 clusters Score -1356450 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -1356455.125000 Penalty: 4608.700684
	Iteration 59Q: 3 clusters Score -1356455 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -1356460.125000 Penalty: 4608.700684
	Iteration 60F: 3 clusters Score -1356460 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -1356459.875000 Penalty: 4608.700684
	Iteration 61Q: 3 clusters Score -1356460 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -1356461.375000 Penalty: 4608.700684
	Iteration 62Q: 3 clusters Score -1356461 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -1356464.000000 Penalty: 4608.700684
	Iteration 63Q: 3 clusters Score -1356464 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -1356464.000000 Penalty: 4608.700684
	Iteration 64Q: 3 clusters Score -1356464 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -1356467.500000 Penalty: 4608.700684
	Iteration 65Q: 3 clusters Score -1356468 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -1356468.500000 Penalty: 4608.700684
	Iteration 66Q: 3 clusters Score -1356468 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -1356470.750000 Penalty: 4608.700684
	Iteration 67Q: 3 clusters Score -1356471 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -1356469.125000 Penalty: 4608.700684
	Iteration 68Q: 3 clusters Score -1356469 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -1356469.750000 Penalty: 4608.700684
	Iteration 69Q: 3 clusters Score -1356470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -1356470.500000 Penalty: 4608.700684
	Iteration 70Q: 3 clusters Score -1356470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -1356469.750000 Penalty: 4608.700684
	Iteration 71Q: 3 clusters Score -1356470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -1356470.375000 Penalty: 4608.700684
	Iteration 72Q: 3 clusters Score -1356470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -1356472.750000 Penalty: 4608.700684
	Iteration 73Q: 3 clusters Score -1356473 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -1356473.500000 Penalty: 4608.700684
	Iteration 74Q: 3 clusters Score -1356474 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -1356473.000000 Penalty: 4608.700684
	Iteration 75Q: 3 clusters Score -1356473 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -1356472.625000 Penalty: 4608.700684
	Iteration 76Q: 3 clusters Score -1356473 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -1356475.375000 Penalty: 4608.700684
	Iteration 77Q: 3 clusters Score -1356475 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -1356472.625000 Penalty: 4608.700684
	Iteration 78Q: 3 clusters Score -1356473 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -1356478.500000 Penalty: 4608.700684
	Iteration 79Q: 3 clusters Score -1356478 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -1356476.500000 Penalty: 4608.700684
	Iteration 80F: 3 clusters Score -1356476 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -1356478.000000 Penalty: 4608.700684
	Iteration 81Q: 3 clusters Score -1356478 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
Score: -1356475.750000 Penalty: 4608.700684
	Iteration 82Q: 3 clusters Score -1356476 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -1356478.625000 Penalty: 4608.700684
	Iteration 83Q: 3 clusters Score -1356479 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -1356478.625000 Penalty: 4608.700684
	Iteration 84F: 3 clusters Score -1356479 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (6551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Entering Unmasked Estep 
Score: -846509.375000 Penalty: 2179.268311
	Iteration 0F: 2 clusters Score -846509.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -840984.187500 Penalty: 4358.536621
	Iteration 0F: 3 clusters Score -840984.2 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -842423.000000 Penalty: 4358.536621
	Iteration 1F: 3 clusters Score -842423 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -842674.125000 Penalty: 4358.536621
	Iteration 2F: 3 clusters Score -842674.1 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -842833.687500 Penalty: 4358.536621
	Iteration 3F: 3 clusters Score -842833.7 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -842939.562500 Penalty: 4358.536621
	Iteration 4Q: 3 clusters Score -842939.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -843017.312500 Penalty: 4358.536621
	Iteration 5Q: 3 clusters Score -843017.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -843083.750000 Penalty: 4358.536621
	Iteration 6Q: 3 clusters Score -843083.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -843151.187500 Penalty: 4358.536621
	Iteration 7Q: 3 clusters Score -843151.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -843215.437500 Penalty: 4358.536621
	Iteration 8Q: 3 clusters Score -843215.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -843291.875000 Penalty: 4358.536621
	Iteration 9Q: 3 clusters Score -843291.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -843366.562500 Penalty: 4358.536621
	Iteration 10Q: 3 clusters Score -843366.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -843463.062500 Penalty: 4358.536621
	Iteration 11Q: 3 clusters Score -843463.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -843577.312500 Penalty: 4358.536621
	Iteration 12Q: 3 clusters Score -843577.3 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -843710.375000 Penalty: 4358.536621
	Iteration 13Q: 3 clusters Score -843710.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -843849.312500 Penalty: 4358.536621
	Iteration 14Q: 3 clusters Score -843849.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -844006.687500 Penalty: 4358.536621
	Iteration 15Q: 3 clusters Score -844006.7 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -844197.250000 Penalty: 4358.536621
	Iteration 16Q: 3 clusters Score -844197.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -844425.125000 Penalty: 4358.536621
	Iteration 17Q: 3 clusters Score -844425.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -844664.937500 Penalty: 4358.536621
	Iteration 18Q: 3 clusters Score -844664.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -844923.562500 Penalty: 4358.536621
	Iteration 19Q: 3 clusters Score -844923.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -845158.125000 Penalty: 4358.536621
	Iteration 20F: 3 clusters Score -845158.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -845369.312500 Penalty: 4358.536621
	Iteration 21Q: 3 clusters Score -845369.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -845484.500000 Penalty: 4358.536621
	Iteration 22Q: 3 clusters Score -845484.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -845543.062500 Penalty: 4358.536621
	Iteration 23Q: 3 clusters Score -845543.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -845575.000000 Penalty: 4358.536621
	Iteration 24Q: 3 clusters Score -845575 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -845592.187500 Penalty: 4358.536621
	Iteration 25Q: 3 clusters Score -845592.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -845598.750000 Penalty: 4358.536621
	Iteration 26Q: 3 clusters Score -845598.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -845605.937500 Penalty: 4358.536621
	Iteration 27Q: 3 clusters Score -845605.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -845611.812500 Penalty: 4358.536621
	Iteration 28Q: 3 clusters Score -845611.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -845613.812500 Penalty: 4358.536621
	Iteration 29Q: 3 clusters Score -845613.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -845614.437500 Penalty: 4358.536621
	Iteration 30Q: 3 clusters Score -845614.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -845616.062500 Penalty: 4358.536621
	Iteration 31Q: 3 clusters Score -845616.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -845617.375000 Penalty: 4358.536621
	Iteration 32Q: 3 clusters Score -845617.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -845618.062500 Penalty: 4358.536621
	Iteration 33Q: 3 clusters Score -845618.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -845619.250000 Penalty: 4358.536621
	Iteration 34Q: 3 clusters Score -845619.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -845619.000000 Penalty: 4358.536621
	Iteration 35Q: 3 clusters Score -845619 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -845620.187500 Penalty: 4358.536621
	Iteration 36Q: 3 clusters Score -845620.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -845619.062500 Penalty: 4358.536621
	Iteration 37Q: 3 clusters Score -845619.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -845620.500000 Penalty: 4358.536621
	Iteration 38Q: 3 clusters Score -845620.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -845620.500000 Penalty: 4358.536621
	Iteration 39F: 3 clusters Score -845620.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Entering Unmasked Estep 
Score: -30316.671875 Penalty: 1537.222656
	Iteration 0F: 2 clusters Score -30316.67 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 253 members 
Entering Unmasked Estep 
Score: -29115.890625 Penalty: 3074.445312
	Iteration 0F: 3 clusters Score -29115.89 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -29731.662109 Penalty: 3074.445312
	Iteration 1F: 3 clusters Score -29731.66 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -29857.158203 Penalty: 3074.445312
	Iteration 2F: 3 clusters Score -29857.16 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -29895.908203 Penalty: 3074.445312
	Iteration 3Q: 3 clusters Score -29895.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -29900.767578 Penalty: 3074.445312
	Iteration 4Q: 3 clusters Score -29900.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -29902.433594 Penalty: 3074.445312
	Iteration 5Q: 3 clusters Score -29902.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -29905.330078 Penalty: 3074.445312
	Iteration 6Q: 3 clusters Score -29905.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -29907.720703 Penalty: 3074.445312
	Iteration 7F: 3 clusters Score -29907.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -29950.333984 Penalty: 3074.445312
	Iteration 8Q: 3 clusters Score -29950.33 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -29987.195312 Penalty: 3074.445312
	Iteration 9Q: 3 clusters Score -29987.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -30007.113281 Penalty: 3074.445312
	Iteration 10Q: 3 clusters Score -30007.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -30065.201172 Penalty: 3074.445312
	Iteration 11Q: 3 clusters Score -30065.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -30102.554688 Penalty: 3074.445312
	Iteration 12Q: 3 clusters Score -30102.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -30109.945312 Penalty: 3074.445312
	Iteration 13Q: 3 clusters Score -30109.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -30111.240234 Penalty: 3074.445312
	Iteration 14Q: 3 clusters Score -30111.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -30111.240234 Penalty: 3074.445312
	Iteration 15F: 3 clusters Score -30111.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (8485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Entering Unmasked Estep 
Score: -1049851.125000 Penalty: 2243.421631
	Iteration 0F: 2 clusters Score -1049851 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -1043211.875000 Penalty: 4486.843262
	Iteration 0F: 3 clusters Score -1043212 nChanged 3470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -1045235.000000 Penalty: 4486.843262
	Iteration 1F: 3 clusters Score -1045235 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -1045776.000000 Penalty: 4486.843262
	Iteration 2F: 3 clusters Score -1045776 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -1046374.250000 Penalty: 4486.843262
	Iteration 3F: 3 clusters Score -1046374 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -1046973.312500 Penalty: 4486.843262
	Iteration 4F: 3 clusters Score -1046973 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -1047483.000000 Penalty: 4486.843262
	Iteration 5F: 3 clusters Score -1047483 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -1047879.750000 Penalty: 4486.843262
	Iteration 6F: 3 clusters Score -1047880 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -1048150.125000 Penalty: 4486.843262
	Iteration 7Q: 3 clusters Score -1048150 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -1048316.625000 Penalty: 4486.843262
	Iteration 8Q: 3 clusters Score -1048317 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -1048405.687500 Penalty: 4486.843262
	Iteration 9Q: 3 clusters Score -1048406 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -1048450.812500 Penalty: 4486.843262
	Iteration 10Q: 3 clusters Score -1048451 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -1048477.312500 Penalty: 4486.843262
	Iteration 11Q: 3 clusters Score -1048477 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -1048492.000000 Penalty: 4486.843262
	Iteration 12Q: 3 clusters Score -1048492 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -1048504.625000 Penalty: 4486.843262
	Iteration 13Q: 3 clusters Score -1048505 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -1048512.937500 Penalty: 4486.843262
	Iteration 14Q: 3 clusters Score -1048513 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -1048519.187500 Penalty: 4486.843262
	Iteration 15Q: 3 clusters Score -1048519 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -1048522.000000 Penalty: 4486.843262
	Iteration 16Q: 3 clusters Score -1048522 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -1048525.062500 Penalty: 4486.843262
	Iteration 17Q: 3 clusters Score -1048525 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -1048529.750000 Penalty: 4486.843262
	Iteration 18Q: 3 clusters Score -1048530 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -1048529.437500 Penalty: 4486.843262
	Iteration 19Q: 3 clusters Score -1048529 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -1048532.500000 Penalty: 4486.843262
	Iteration 20F: 3 clusters Score -1048532 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -1048536.125000 Penalty: 4486.843262
	Iteration 21Q: 3 clusters Score -1048536 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -1048535.937500 Penalty: 4486.843262
	Iteration 22Q: 3 clusters Score -1048536 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -1048536.937500 Penalty: 4486.843262
	Iteration 23Q: 3 clusters Score -1048537 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -1048539.562500 Penalty: 4486.843262
	Iteration 24Q: 3 clusters Score -1048540 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -1048542.062500 Penalty: 4486.843262
	Iteration 25Q: 3 clusters Score -1048542 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -1048543.562500 Penalty: 4486.843262
	Iteration 26Q: 3 clusters Score -1048544 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -1048544.375000 Penalty: 4486.843262
	Iteration 27Q: 3 clusters Score -1048544 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -1048549.187500 Penalty: 4486.843262
	Iteration 28Q: 3 clusters Score -1048549 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -1048551.500000 Penalty: 4486.843262
	Iteration 29Q: 3 clusters Score -1048552 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -1048550.312500 Penalty: 4486.843262
	Iteration 30Q: 3 clusters Score -1048550 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -1048552.062500 Penalty: 4486.843262
	Iteration 31Q: 3 clusters Score -1048552 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -1048556.375000 Penalty: 4486.843262
	Iteration 32Q: 3 clusters Score -1048556 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -1048556.125000 Penalty: 4486.843262
	Iteration 33Q: 3 clusters Score -1048556 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -1048556.125000 Penalty: 4486.843262
	Iteration 34Q: 3 clusters Score -1048556 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -1048559.250000 Penalty: 4486.843262
	Iteration 35Q: 3 clusters Score -1048559 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -1048557.625000 Penalty: 4486.843262
	Iteration 36Q: 3 clusters Score -1048558 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -1048559.312500 Penalty: 4486.843262
	Iteration 37Q: 3 clusters Score -1048559 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -1048559.562500 Penalty: 4486.843262
	Iteration 38Q: 3 clusters Score -1048560 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -1048562.062500 Penalty: 4486.843262
	Iteration 39Q: 3 clusters Score -1048562 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -1048560.937500 Penalty: 4486.843262
	Iteration 40F: 3 clusters Score -1048561 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -1048564.625000 Penalty: 4486.843262
	Iteration 41Q: 3 clusters Score -1048565 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -1048564.187500 Penalty: 4486.843262
	Iteration 42Q: 3 clusters Score -1048564 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -1048563.750000 Penalty: 4486.843262
	Iteration 43Q: 3 clusters Score -1048564 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -1048566.750000 Penalty: 4486.843262
	Iteration 44Q: 3 clusters Score -1048567 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -1048566.625000 Penalty: 4486.843262
	Iteration 45Q: 3 clusters Score -1048567 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -1048574.625000 Penalty: 4486.843262
	Iteration 46Q: 3 clusters Score -1048575 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -1048584.000000 Penalty: 4486.843262
	Iteration 47Q: 3 clusters Score -1048584 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -1048595.750000 Penalty: 4486.843262
	Iteration 48Q: 3 clusters Score -1048596 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -1048608.000000 Penalty: 4486.843262
	Iteration 49Q: 3 clusters Score -1048608 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -1048632.625000 Penalty: 4486.843262
	Iteration 50Q: 3 clusters Score -1048633 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -1048661.375000 Penalty: 4486.843262
	Iteration 51Q: 3 clusters Score -1048661 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -1048698.000000 Penalty: 4486.843262
	Iteration 52Q: 3 clusters Score -1048698 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -1048745.625000 Penalty: 4486.843262
	Iteration 53Q: 3 clusters Score -1048746 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -1048810.000000 Penalty: 4486.843262
	Iteration 54Q: 3 clusters Score -1048810 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -1048883.250000 Penalty: 4486.843262
	Iteration 55Q: 3 clusters Score -1048883 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -1048985.750000 Penalty: 4486.843262
	Iteration 56Q: 3 clusters Score -1048986 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -1049103.750000 Penalty: 4486.843262
	Iteration 57Q: 3 clusters Score -1049104 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -1049251.250000 Penalty: 4486.843262
	Iteration 58Q: 3 clusters Score -1049251 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -1049466.000000 Penalty: 4486.843262
	Iteration 59Q: 3 clusters Score -1049466 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -1049704.875000 Penalty: 4486.843262
	Iteration 60F: 3 clusters Score -1049705 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -1049873.125000 Penalty: 4486.843262
	Iteration 61Q: 3 clusters Score -1049873 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -1049967.250000 Penalty: 4486.843262
	Iteration 62Q: 3 clusters Score -1049967 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -1050013.500000 Penalty: 4486.843262
	Iteration 63Q: 3 clusters Score -1050014 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -1050040.750000 Penalty: 4486.843262
	Iteration 64Q: 3 clusters Score -1050041 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -1050057.375000 Penalty: 4486.843262
	Iteration 65Q: 3 clusters Score -1050057 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -1050068.250000 Penalty: 4486.843262
	Iteration 66Q: 3 clusters Score -1050068 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -1050072.875000 Penalty: 4486.843262
	Iteration 67Q: 3 clusters Score -1050073 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -1050079.250000 Penalty: 4486.843262
	Iteration 68Q: 3 clusters Score -1050079 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -1050083.500000 Penalty: 4486.843262
	Iteration 69Q: 3 clusters Score -1050084 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -1050087.375000 Penalty: 4486.843262
	Iteration 70Q: 3 clusters Score -1050087 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -1050093.000000 Penalty: 4486.843262
	Iteration 71Q: 3 clusters Score -1050093 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -1050093.250000 Penalty: 4486.843262
	Iteration 72Q: 3 clusters Score -1050093 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -1050094.750000 Penalty: 4486.843262
	Iteration 73Q: 3 clusters Score -1050095 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -1050098.250000 Penalty: 4486.843262
	Iteration 74Q: 3 clusters Score -1050098 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -1050097.625000 Penalty: 4486.843262
	Iteration 75Q: 3 clusters Score -1050098 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -1050098.875000 Penalty: 4486.843262
	Iteration 76Q: 3 clusters Score -1050099 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -1050100.000000 Penalty: 4486.843262
	Iteration 77Q: 3 clusters Score -1050100 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -1050102.375000 Penalty: 4486.843262
	Iteration 78Q: 3 clusters Score -1050102 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -1050105.750000 Penalty: 4486.843262
	Iteration 79Q: 3 clusters Score -1050106 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -1050105.000000 Penalty: 4486.843262
	Iteration 80F: 3 clusters Score -1050105 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -1050105.625000 Penalty: 4486.843262
	Iteration 81Q: 3 clusters Score -1050106 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -1050106.375000 Penalty: 4486.843262
	Iteration 82Q: 3 clusters Score -1050106 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -1050106.750000 Penalty: 4486.843262
	Iteration 83Q: 3 clusters Score -1050107 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -1050107.875000 Penalty: 4486.843262
	Iteration 84Q: 3 clusters Score -1050108 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -1050109.125000 Penalty: 4486.843262
	Iteration 85Q: 3 clusters Score -1050109 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -1050109.875000 Penalty: 4486.843262
	Iteration 86Q: 3 clusters Score -1050110 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -1050109.375000 Penalty: 4486.843262
	Iteration 87Q: 3 clusters Score -1050109 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -1050109.875000 Penalty: 4486.843262
	Iteration 88Q: 3 clusters Score -1050110 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -1050109.875000 Penalty: 4486.843262
	Iteration 89F: 3 clusters Score -1050110 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22667 members 
Mstep: Class 2 contains 4097 members 
Mstep: Class 3 contains 1074 members 
Mstep: Class 4 contains 223867 members 
Mstep: Class 5 contains 4104 members 
Mstep: Class 6 contains 2304 members 
Mstep: Class 7 contains 9370 members 
Mstep: Class 8 contains 13917 members 
Mstep: Class 9 contains 7484 members 
Mstep: Class 10 contains 27209 members 
Mstep: Class 11 contains 11623 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 13 contains 3501 members 
Mstep: Class 14 contains 36420 members 
Mstep: Class 15 contains 181331 members 
Mstep: Class 16 contains 23105 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 9965 members 
Mstep: Class 19 contains 164797 members 
Mstep: Class 20 contains 55134 members 
Mstep: Class 21 contains 2424 members 
Mstep: Class 22 contains 686 members 
Mstep: Class 23 contains 4373 members 
Mstep: Class 24 contains 3309 members 
Mstep: Class 25 contains 38649 members 
Mstep: Class 26 contains 60626 members 
Mstep: Class 27 contains 28772 members 
Mstep: Class 28 contains 470 members 
Mstep: Class 29 contains 42863 members 
Mstep: Class 30 contains 10848 members 
Mstep: Class 31 contains 6551 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 5172 members 
Mstep: Class 34 contains 437 members 
Mstep: Class 35 contains 3414 members 
Mstep: Class 36 contains 8305 members 
Mstep: Class 37 contains 3934 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1867 members 
Mstep: Class 40 contains 19220 members 
Mstep: Class 41 contains 424 members 
Mstep: Class 42 contains 3011 members 
Mstep: Class 43 contains 3655 members 
Mstep: Class 44 contains 1401 members 
Mstep: Class 45 contains 22188 members 
Mstep: Class 46 contains 13082 members 
Mstep: Class 47 contains 306 members 
Mstep: Class 48 contains 7925 members 
Mstep: Class 49 contains 26843 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 616 members 
Mstep: Class 52 contains 309 members 
Mstep: Class 53 contains 3100 members 
Mstep: Class 54 contains 347 members 
Mstep: Class 55 contains 4796 members 
Mstep: Class 56 contains 17273 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 284 members 
Mstep: Class 60 contains 4819 members 
Mstep: Class 61 contains 1768 members 
Mstep: Class 62 contains 1052 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 8194 members 
Mstep: Class 65 contains 503 members 
Mstep: Class 66 contains 665 members 
Mstep: Class 67 contains 2648 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 711 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 7214 members 
Mstep: Class 75 contains 892 members 
Mstep: Class 76 contains 504 members 
Mstep: Class 77 contains 631 members 
Mstep: Class 78 contains 3313 members 
Entering Unmasked Estep 
Score: -147545696.000000 Penalty: 270583.718750
Splitting cluster 33 changes total score from -147546992.000000 to -147545696.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 34 (437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Entering Unmasked Estep 
Score: -61724.953125 Penalty: 1507.823486
	Iteration 0F: 2 clusters Score -61724.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -60478.277344 Penalty: 3015.646973
	Iteration 0F: 3 clusters Score -60478.28 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -61147.718750 Penalty: 3015.646973
	Iteration 1F: 3 clusters Score -61147.72 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -61592.078125 Penalty: 3015.646973
	Iteration 2F: 3 clusters Score -61592.08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -61984.582031 Penalty: 3015.646973
	Iteration 3Q: 3 clusters Score -61984.58 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -62030.792969 Penalty: 3015.646973
	Iteration 4Q: 3 clusters Score -62030.79 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -62160.937500 Penalty: 3015.646973
	Iteration 5Q: 3 clusters Score -62160.94 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -62385.132812 Penalty: 3015.646973
	Iteration 6Q: 3 clusters Score -62385.13 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -62433.132812 Penalty: 3015.646973
	Iteration 7Q: 3 clusters Score -62433.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -62473.738281 Penalty: 3015.646973
	Iteration 8Q: 3 clusters Score -62473.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -62494.074219 Penalty: 3015.646973
	Iteration 9Q: 3 clusters Score -62494.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -62514.089844 Penalty: 3015.646973
	Iteration 10Q: 3 clusters Score -62514.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -62588.910156 Penalty: 3015.646973
	Iteration 11Q: 3 clusters Score -62588.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -62643.941406 Penalty: 3015.646973
	Iteration 12Q: 3 clusters Score -62643.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -62649.210938 Penalty: 3015.646973
	Iteration 13Q: 3 clusters Score -62649.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -62649.210938 Penalty: 3015.646973
	Iteration 14F: 3 clusters Score -62649.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22667 members 
Mstep: Class 2 contains 4097 members 
Mstep: Class 3 contains 1074 members 
Mstep: Class 4 contains 223867 members 
Mstep: Class 5 contains 4104 members 
Mstep: Class 6 contains 2304 members 
Mstep: Class 7 contains 9370 members 
Mstep: Class 8 contains 13917 members 
Mstep: Class 9 contains 7484 members 
Mstep: Class 10 contains 27209 members 
Mstep: Class 11 contains 11623 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 13 contains 3501 members 
Mstep: Class 14 contains 36420 members 
Mstep: Class 15 contains 181331 members 
Mstep: Class 16 contains 23105 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 9965 members 
Mstep: Class 19 contains 164797 members 
Mstep: Class 20 contains 55134 members 
Mstep: Class 21 contains 2424 members 
Mstep: Class 22 contains 686 members 
Mstep: Class 23 contains 4373 members 
Mstep: Class 24 contains 3309 members 
Mstep: Class 25 contains 38649 members 
Mstep: Class 26 contains 60626 members 
Mstep: Class 27 contains 28772 members 
Mstep: Class 28 contains 470 members 
Mstep: Class 29 contains 42863 members 
Mstep: Class 30 contains 10848 members 
Mstep: Class 31 contains 6551 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8485 members 
Mstep: Class 34 contains 236 members 
Mstep: Class 35 contains 3414 members 
Mstep: Class 36 contains 8305 members 
Mstep: Class 37 contains 3934 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1867 members 
Mstep: Class 40 contains 19220 members 
Mstep: Class 41 contains 424 members 
Mstep: Class 42 contains 3011 members 
Mstep: Class 43 contains 3655 members 
Mstep: Class 44 contains 1401 members 
Mstep: Class 45 contains 22188 members 
Mstep: Class 46 contains 13082 members 
Mstep: Class 47 contains 306 members 
Mstep: Class 48 contains 7925 members 
Mstep: Class 49 contains 26843 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 616 members 
Mstep: Class 52 contains 309 members 
Mstep: Class 53 contains 3100 members 
Mstep: Class 54 contains 347 members 
Mstep: Class 55 contains 4796 members 
Mstep: Class 56 contains 17273 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 284 members 
Mstep: Class 60 contains 4819 members 
Mstep: Class 61 contains 1768 members 
Mstep: Class 62 contains 1052 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 8194 members 
Mstep: Class 65 contains 503 members 
Mstep: Class 66 contains 665 members 
Mstep: Class 67 contains 2648 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 711 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 7214 members 
Mstep: Class 75 contains 892 members 
Mstep: Class 76 contains 504 members 
Mstep: Class 77 contains 631 members 
Mstep: Class 78 contains 201 members 
Entering Unmasked Estep 
Score: -147545792.000000 Penalty: 270583.718750
Splitting cluster 34 changes total score from -147546992.000000 to -147545792.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 35 (3414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Entering Unmasked Estep 
Score: -425999.218750 Penalty: 2017.638794
	Iteration 0F: 2 clusters Score -425999.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -422466.406250 Penalty: 4035.277588
	Iteration 0F: 3 clusters Score -422466.4 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -423241.031250 Penalty: 4035.277588
	Iteration 1F: 3 clusters Score -423241 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -423427.562500 Penalty: 4035.277588
	Iteration 2F: 3 clusters Score -423427.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -423539.875000 Penalty: 4035.277588
	Iteration 3Q: 3 clusters Score -423539.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -423631.468750 Penalty: 4035.277588
	Iteration 4Q: 3 clusters Score -423631.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -423695.531250 Penalty: 4035.277588
	Iteration 5Q: 3 clusters Score -423695.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -423740.062500 Penalty: 4035.277588
	Iteration 6Q: 3 clusters Score -423740.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -423785.468750 Penalty: 4035.277588
	Iteration 7Q: 3 clusters Score -423785.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -423834.468750 Penalty: 4035.277588
	Iteration 8Q: 3 clusters Score -423834.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -423878.593750 Penalty: 4035.277588
	Iteration 9Q: 3 clusters Score -423878.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -423916.156250 Penalty: 4035.277588
	Iteration 10Q: 3 clusters Score -423916.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -423947.375000 Penalty: 4035.277588
	Iteration 11Q: 3 clusters Score -423947.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -423973.312500 Penalty: 4035.277588
	Iteration 12Q: 3 clusters Score -423973.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -423991.937500 Penalty: 4035.277588
	Iteration 13Q: 3 clusters Score -423991.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -424011.218750 Penalty: 4035.277588
	Iteration 14Q: 3 clusters Score -424011.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -424024.250000 Penalty: 4035.277588
	Iteration 15Q: 3 clusters Score -424024.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -424033.625000 Penalty: 4035.277588
	Iteration 16Q: 3 clusters Score -424033.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -424040.187500 Penalty: 4035.277588
	Iteration 17Q: 3 clusters Score -424040.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -424045.687500 Penalty: 4035.277588
	Iteration 18Q: 3 clusters Score -424045.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -424051.312500 Penalty: 4035.277588
	Iteration 19Q: 3 clusters Score -424051.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -424056.718750 Penalty: 4035.277588
	Iteration 20F: 3 clusters Score -424056.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -424059.406250 Penalty: 4035.277588
	Iteration 21Q: 3 clusters Score -424059.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -424063.187500 Penalty: 4035.277588
	Iteration 22Q: 3 clusters Score -424063.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -424066.312500 Penalty: 4035.277588
	Iteration 23Q: 3 clusters Score -424066.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -424071.500000 Penalty: 4035.277588
	Iteration 24Q: 3 clusters Score -424071.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -424077.812500 Penalty: 4035.277588
	Iteration 25Q: 3 clusters Score -424077.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -424088.687500 Penalty: 4035.277588
	Iteration 26Q: 3 clusters Score -424088.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -424100.031250 Penalty: 4035.277588
	Iteration 27Q: 3 clusters Score -424100 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -424107.718750 Penalty: 4035.277588
	Iteration 28Q: 3 clusters Score -424107.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -424111.718750 Penalty: 4035.277588
	Iteration 29Q: 3 clusters Score -424111.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -424115.437500 Penalty: 4035.277588
	Iteration 30Q: 3 clusters Score -424115.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -424118.031250 Penalty: 4035.277588
	Iteration 31Q: 3 clusters Score -424118 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -424120.375000 Penalty: 4035.277588
	Iteration 32Q: 3 clusters Score -424120.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -424124.718750 Penalty: 4035.277588
	Iteration 33Q: 3 clusters Score -424124.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -424130.000000 Penalty: 4035.277588
	Iteration 34Q: 3 clusters Score -424130 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -424132.875000 Penalty: 4035.277588
	Iteration 35Q: 3 clusters Score -424132.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -424137.875000 Penalty: 4035.277588
	Iteration 36Q: 3 clusters Score -424137.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -424139.843750 Penalty: 4035.277588
	Iteration 37Q: 3 clusters Score -424139.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -424142.312500 Penalty: 4035.277588
	Iteration 38Q: 3 clusters Score -424142.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -424145.312500 Penalty: 4035.277588
	Iteration 39Q: 3 clusters Score -424145.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -424145.687500 Penalty: 4035.277588
	Iteration 40F: 3 clusters Score -424145.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (8305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Entering Unmasked Estep 
Score: -936904.062500 Penalty: 2238.104004
	Iteration 0F: 2 clusters Score -936904.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -930272.625000 Penalty: 4476.208008
	Iteration 0F: 3 clusters Score -930272.6 nChanged 3419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -932235.187500 Penalty: 4476.208008
	Iteration 1F: 3 clusters Score -932235.2 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -932510.312500 Penalty: 4476.208008
	Iteration 2F: 3 clusters Score -932510.3 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -932713.500000 Penalty: 4476.208008
	Iteration 3Q: 3 clusters Score -932713.5 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -932897.937500 Penalty: 4476.208008
	Iteration 4Q: 3 clusters Score -932897.9 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -933048.687500 Penalty: 4476.208008
	Iteration 5Q: 3 clusters Score -933048.7 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -933183.000000 Penalty: 4476.208008
	Iteration 6Q: 3 clusters Score -933183 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -933298.187500 Penalty: 4476.208008
	Iteration 7Q: 3 clusters Score -933298.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -933395.437500 Penalty: 4476.208008
	Iteration 8Q: 3 clusters Score -933395.4 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -933497.750000 Penalty: 4476.208008
	Iteration 9Q: 3 clusters Score -933497.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -933598.187500 Penalty: 4476.208008
	Iteration 10Q: 3 clusters Score -933598.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -933682.187500 Penalty: 4476.208008
	Iteration 11Q: 3 clusters Score -933682.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -933776.125000 Penalty: 4476.208008
	Iteration 12Q: 3 clusters Score -933776.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -933883.625000 Penalty: 4476.208008
	Iteration 13Q: 3 clusters Score -933883.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -933999.187500 Penalty: 4476.208008
	Iteration 14Q: 3 clusters Score -933999.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -934113.312500 Penalty: 4476.208008
	Iteration 15Q: 3 clusters Score -934113.3 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -934229.187500 Penalty: 4476.208008
	Iteration 16Q: 3 clusters Score -934229.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -934368.562500 Penalty: 4476.208008
	Iteration 17Q: 3 clusters Score -934368.6 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -934502.625000 Penalty: 4476.208008
	Iteration 18Q: 3 clusters Score -934502.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -934628.000000 Penalty: 4476.208008
	Iteration 19Q: 3 clusters Score -934628 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -934729.062500 Penalty: 4476.208008
	Iteration 20F: 3 clusters Score -934729.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -934802.562500 Penalty: 4476.208008
	Iteration 21Q: 3 clusters Score -934802.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -934863.437500 Penalty: 4476.208008
	Iteration 22Q: 3 clusters Score -934863.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -934918.937500 Penalty: 4476.208008
	Iteration 23Q: 3 clusters Score -934918.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -934960.687500 Penalty: 4476.208008
	Iteration 24Q: 3 clusters Score -934960.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -935015.687500 Penalty: 4476.208008
	Iteration 25Q: 3 clusters Score -935015.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -935057.312500 Penalty: 4476.208008
	Iteration 26Q: 3 clusters Score -935057.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -935100.812500 Penalty: 4476.208008
	Iteration 27Q: 3 clusters Score -935100.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -935147.937500 Penalty: 4476.208008
	Iteration 28Q: 3 clusters Score -935147.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -935194.062500 Penalty: 4476.208008
	Iteration 29Q: 3 clusters Score -935194.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -935231.500000 Penalty: 4476.208008
	Iteration 30Q: 3 clusters Score -935231.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -935267.875000 Penalty: 4476.208008
	Iteration 31Q: 3 clusters Score -935267.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -935297.375000 Penalty: 4476.208008
	Iteration 32Q: 3 clusters Score -935297.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -935324.625000 Penalty: 4476.208008
	Iteration 33Q: 3 clusters Score -935324.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -935353.000000 Penalty: 4476.208008
	Iteration 34Q: 3 clusters Score -935353 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -935376.062500 Penalty: 4476.208008
	Iteration 35Q: 3 clusters Score -935376.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -935400.375000 Penalty: 4476.208008
	Iteration 36Q: 3 clusters Score -935400.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -935425.750000 Penalty: 4476.208008
	Iteration 37Q: 3 clusters Score -935425.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -935448.500000 Penalty: 4476.208008
	Iteration 38Q: 3 clusters Score -935448.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -935471.500000 Penalty: 4476.208008
	Iteration 39Q: 3 clusters Score -935471.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -935491.000000 Penalty: 4476.208008
	Iteration 40F: 3 clusters Score -935491 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -935509.187500 Penalty: 4476.208008
	Iteration 41Q: 3 clusters Score -935509.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -935521.687500 Penalty: 4476.208008
	Iteration 42Q: 3 clusters Score -935521.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -935538.125000 Penalty: 4476.208008
	Iteration 43Q: 3 clusters Score -935538.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -935559.437500 Penalty: 4476.208008
	Iteration 44Q: 3 clusters Score -935559.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -935577.062500 Penalty: 4476.208008
	Iteration 45Q: 3 clusters Score -935577.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -935595.125000 Penalty: 4476.208008
	Iteration 46Q: 3 clusters Score -935595.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -935622.000000 Penalty: 4476.208008
	Iteration 47Q: 3 clusters Score -935622 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -935645.000000 Penalty: 4476.208008
	Iteration 48Q: 3 clusters Score -935645 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -935667.000000 Penalty: 4476.208008
	Iteration 49Q: 3 clusters Score -935667 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -935683.875000 Penalty: 4476.208008
	Iteration 50Q: 3 clusters Score -935683.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -935696.187500 Penalty: 4476.208008
	Iteration 51Q: 3 clusters Score -935696.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -935704.375000 Penalty: 4476.208008
	Iteration 52Q: 3 clusters Score -935704.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -935714.125000 Penalty: 4476.208008
	Iteration 53Q: 3 clusters Score -935714.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -935716.875000 Penalty: 4476.208008
	Iteration 54Q: 3 clusters Score -935716.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -935727.750000 Penalty: 4476.208008
	Iteration 55Q: 3 clusters Score -935727.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -935735.687500 Penalty: 4476.208008
	Iteration 56Q: 3 clusters Score -935735.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -935741.812500 Penalty: 4476.208008
	Iteration 57Q: 3 clusters Score -935741.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -935751.437500 Penalty: 4476.208008
	Iteration 58Q: 3 clusters Score -935751.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -935758.812500 Penalty: 4476.208008
	Iteration 59Q: 3 clusters Score -935758.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -935767.875000 Penalty: 4476.208008
	Iteration 60F: 3 clusters Score -935767.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -935776.750000 Penalty: 4476.208008
	Iteration 61Q: 3 clusters Score -935776.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -935788.312500 Penalty: 4476.208008
	Iteration 62Q: 3 clusters Score -935788.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -935797.437500 Penalty: 4476.208008
	Iteration 63Q: 3 clusters Score -935797.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -935803.125000 Penalty: 4476.208008
	Iteration 64Q: 3 clusters Score -935803.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -935815.250000 Penalty: 4476.208008
	Iteration 65Q: 3 clusters Score -935815.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -935819.437500 Penalty: 4476.208008
	Iteration 66Q: 3 clusters Score -935819.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -935824.000000 Penalty: 4476.208008
	Iteration 67Q: 3 clusters Score -935824 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -935830.937500 Penalty: 4476.208008
	Iteration 68Q: 3 clusters Score -935830.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -935833.937500 Penalty: 4476.208008
	Iteration 69Q: 3 clusters Score -935833.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -935833.312500 Penalty: 4476.208008
	Iteration 70Q: 3 clusters Score -935833.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -935833.750000 Penalty: 4476.208008
	Iteration 71Q: 3 clusters Score -935833.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -935840.187500 Penalty: 4476.208008
	Iteration 72Q: 3 clusters Score -935840.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -935840.312500 Penalty: 4476.208008
	Iteration 73Q: 3 clusters Score -935840.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -935846.625000 Penalty: 4476.208008
	Iteration 74Q: 3 clusters Score -935846.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -935847.312500 Penalty: 4476.208008
	Iteration 75Q: 3 clusters Score -935847.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -935847.312500 Penalty: 4476.208008
	Iteration 76Q: 3 clusters Score -935847.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -935848.937500 Penalty: 4476.208008
	Iteration 77Q: 3 clusters Score -935848.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -935850.625000 Penalty: 4476.208008
	Iteration 78Q: 3 clusters Score -935850.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -935852.500000 Penalty: 4476.208008
	Iteration 79Q: 3 clusters Score -935852.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -935854.062500 Penalty: 4476.208008
	Iteration 80F: 3 clusters Score -935854.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (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: -493921.656250 Penalty: 2052.798340
	Iteration 0F: 2 clusters Score -493921.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -490024.843750 Penalty: 4105.596680
	Iteration 0F: 3 clusters Score -490024.8 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -490899.375000 Penalty: 4105.596680
	Iteration 1F: 3 clusters Score -490899.4 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -491140.375000 Penalty: 4105.596680
	Iteration 2F: 3 clusters Score -491140.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -491273.093750 Penalty: 4105.596680
	Iteration 3F: 3 clusters Score -491273.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -491346.562500 Penalty: 4105.596680
	Iteration 4Q: 3 clusters Score -491346.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -491396.781250 Penalty: 4105.596680
	Iteration 5Q: 3 clusters Score -491396.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -491429.937500 Penalty: 4105.596680
	Iteration 6Q: 3 clusters Score -491429.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -491455.500000 Penalty: 4105.596680
	Iteration 7Q: 3 clusters Score -491455.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -491479.281250 Penalty: 4105.596680
	Iteration 8Q: 3 clusters Score -491479.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -491494.906250 Penalty: 4105.596680
	Iteration 9Q: 3 clusters Score -491494.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -491509.937500 Penalty: 4105.596680
	Iteration 10Q: 3 clusters Score -491509.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -491516.625000 Penalty: 4105.596680
	Iteration 11Q: 3 clusters Score -491516.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -491522.781250 Penalty: 4105.596680
	Iteration 12Q: 3 clusters Score -491522.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -491527.093750 Penalty: 4105.596680
	Iteration 13Q: 3 clusters Score -491527.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -491532.437500 Penalty: 4105.596680
	Iteration 14Q: 3 clusters Score -491532.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -491534.531250 Penalty: 4105.596680
	Iteration 15Q: 3 clusters Score -491534.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -491536.968750 Penalty: 4105.596680
	Iteration 16Q: 3 clusters Score -491537 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -491541.375000 Penalty: 4105.596680
	Iteration 17Q: 3 clusters Score -491541.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -491546.593750 Penalty: 4105.596680
	Iteration 18Q: 3 clusters Score -491546.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -491551.187500 Penalty: 4105.596680
	Iteration 19Q: 3 clusters Score -491551.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -491555.562500 Penalty: 4105.596680
	Iteration 20F: 3 clusters Score -491555.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -491560.593750 Penalty: 4105.596680
	Iteration 21Q: 3 clusters Score -491560.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -491563.781250 Penalty: 4105.596680
	Iteration 22Q: 3 clusters Score -491563.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -491569.718750 Penalty: 4105.596680
	Iteration 23Q: 3 clusters Score -491569.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -491573.375000 Penalty: 4105.596680
	Iteration 24Q: 3 clusters Score -491573.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -491579.656250 Penalty: 4105.596680
	Iteration 25Q: 3 clusters Score -491579.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -491585.062500 Penalty: 4105.596680
	Iteration 26Q: 3 clusters Score -491585.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -491589.625000 Penalty: 4105.596680
	Iteration 27Q: 3 clusters Score -491589.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -491594.875000 Penalty: 4105.596680
	Iteration 28Q: 3 clusters Score -491594.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -491597.125000 Penalty: 4105.596680
	Iteration 29Q: 3 clusters Score -491597.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -491598.812500 Penalty: 4105.596680
	Iteration 30Q: 3 clusters Score -491598.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -491601.906250 Penalty: 4105.596680
	Iteration 31Q: 3 clusters Score -491601.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -491604.031250 Penalty: 4105.596680
	Iteration 32Q: 3 clusters Score -491604 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -491606.875000 Penalty: 4105.596680
	Iteration 33Q: 3 clusters Score -491606.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -491610.593750 Penalty: 4105.596680
	Iteration 34Q: 3 clusters Score -491610.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -491613.437500 Penalty: 4105.596680
	Iteration 35Q: 3 clusters Score -491613.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -491616.125000 Penalty: 4105.596680
	Iteration 36Q: 3 clusters Score -491616.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -491618.875000 Penalty: 4105.596680
	Iteration 37Q: 3 clusters Score -491618.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -491621.968750 Penalty: 4105.596680
	Iteration 38Q: 3 clusters Score -491622 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -491622.812500 Penalty: 4105.596680
	Iteration 39Q: 3 clusters Score -491622.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -491623.593750 Penalty: 4105.596680
	Iteration 40F: 3 clusters Score -491623.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -491623.812500 Penalty: 4105.596680
	Iteration 41Q: 3 clusters Score -491623.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -491625.406250 Penalty: 4105.596680
	Iteration 42Q: 3 clusters Score -491625.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -491626.843750 Penalty: 4105.596680
	Iteration 43Q: 3 clusters Score -491626.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -491627.281250 Penalty: 4105.596680
	Iteration 44Q: 3 clusters Score -491627.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -491629.812500 Penalty: 4105.596680
	Iteration 45Q: 3 clusters Score -491629.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -491631.562500 Penalty: 4105.596680
	Iteration 46Q: 3 clusters Score -491631.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -491632.562500 Penalty: 4105.596680
	Iteration 47Q: 3 clusters Score -491632.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -491632.937500 Penalty: 4105.596680
	Iteration 48Q: 3 clusters Score -491632.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -491634.000000 Penalty: 4105.596680
	Iteration 49Q: 3 clusters Score -491634 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -491633.718750 Penalty: 4105.596680
	Iteration 50Q: 3 clusters Score -491633.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -491634.062500 Penalty: 4105.596680
	Iteration 51Q: 3 clusters Score -491634.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -491633.968750 Penalty: 4105.596680
	Iteration 52Q: 3 clusters Score -491634 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -491635.593750 Penalty: 4105.596680
	Iteration 53Q: 3 clusters Score -491635.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -491635.562500 Penalty: 4105.596680
	Iteration 54Q: 3 clusters Score -491635.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -491635.562500 Penalty: 4105.596680
	Iteration 55F: 3 clusters Score -491635.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Entering Unmasked Estep 
Score: -55123.515625 Penalty: 1498.572998
	Iteration 0F: 2 clusters Score -55123.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -53826.246094 Penalty: 2997.145996
	Iteration 0F: 3 clusters Score -53826.25 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -54415.351562 Penalty: 2997.145996
	Iteration 1F: 3 clusters Score -54415.35 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -55018.074219 Penalty: 2997.145996
	Iteration 2F: 3 clusters Score -55018.07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -55497.097656 Penalty: 2997.145996
	Iteration 3F: 3 clusters Score -55497.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -55517.488281 Penalty: 2997.145996
	Iteration 4Q: 3 clusters Score -55517.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -55520.691406 Penalty: 2997.145996
	Iteration 5Q: 3 clusters Score -55520.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -55527.019531 Penalty: 2997.145996
	Iteration 6Q: 3 clusters Score -55527.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -55541.695312 Penalty: 2997.145996
	Iteration 7Q: 3 clusters Score -55541.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -55545.382812 Penalty: 2997.145996
	Iteration 8Q: 3 clusters Score -55545.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -55545.382812 Penalty: 2997.145996
	Iteration 9F: 3 clusters Score -55545.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22667 members 
Mstep: Class 2 contains 4097 members 
Mstep: Class 3 contains 1074 members 
Mstep: Class 4 contains 223867 members 
Mstep: Class 5 contains 4104 members 
Mstep: Class 6 contains 2304 members 
Mstep: Class 7 contains 9370 members 
Mstep: Class 8 contains 13917 members 
Mstep: Class 9 contains 7484 members 
Mstep: Class 10 contains 27209 members 
Mstep: Class 11 contains 11623 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 13 contains 3501 members 
Mstep: Class 14 contains 36420 members 
Mstep: Class 15 contains 181331 members 
Mstep: Class 16 contains 23105 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 9965 members 
Mstep: Class 19 contains 164797 members 
Mstep: Class 20 contains 55134 members 
Mstep: Class 21 contains 2424 members 
Mstep: Class 22 contains 686 members 
Mstep: Class 23 contains 4373 members 
Mstep: Class 24 contains 3309 members 
Mstep: Class 25 contains 38649 members 
Mstep: Class 26 contains 60626 members 
Mstep: Class 27 contains 28772 members 
Mstep: Class 28 contains 470 members 
Mstep: Class 29 contains 42863 members 
Mstep: Class 30 contains 10848 members 
Mstep: Class 31 contains 6551 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8485 members 
Mstep: Class 34 contains 437 members 
Mstep: Class 35 contains 3414 members 
Mstep: Class 36 contains 8305 members 
Mstep: Class 37 contains 3934 members 
Mstep: Class 38 contains 198 members 
Mstep: Class 39 contains 1867 members 
Mstep: Class 40 contains 19220 members 
Mstep: Class 41 contains 424 members 
Mstep: Class 42 contains 3011 members 
Mstep: Class 43 contains 3655 members 
Mstep: Class 44 contains 1401 members 
Mstep: Class 45 contains 22188 members 
Mstep: Class 46 contains 13082 members 
Mstep: Class 47 contains 306 members 
Mstep: Class 48 contains 7925 members 
Mstep: Class 49 contains 26843 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 616 members 
Mstep: Class 52 contains 309 members 
Mstep: Class 53 contains 3100 members 
Mstep: Class 54 contains 347 members 
Mstep: Class 55 contains 4796 members 
Mstep: Class 56 contains 17273 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 284 members 
Mstep: Class 60 contains 4819 members 
Mstep: Class 61 contains 1768 members 
Mstep: Class 62 contains 1052 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 8194 members 
Mstep: Class 65 contains 503 members 
Mstep: Class 66 contains 665 members 
Mstep: Class 67 contains 2648 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 711 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 7214 members 
Mstep: Class 75 contains 892 members 
Mstep: Class 76 contains 504 members 
Mstep: Class 77 contains 631 members 
Mstep: Class 78 contains 223 members 
Entering Unmasked Estep 
Score: -147545472.000000 Penalty: 270583.718750
Splitting cluster 38 changes total score from -147546992.000000 to -147545472.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 39 (1867 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Entering Unmasked Estep 
Score: -236568.078125 Penalty: 1867.957886
	Iteration 0F: 2 clusters Score -236568.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -234027.390625 Penalty: 3735.915771
	Iteration 0F: 3 clusters Score -234027.4 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -234451.218750 Penalty: 3735.915771
	Iteration 1F: 3 clusters Score -234451.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -234546.328125 Penalty: 3735.915771
	Iteration 2F: 3 clusters Score -234546.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -234591.984375 Penalty: 3735.915771
	Iteration 3Q: 3 clusters Score -234592 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -234628.500000 Penalty: 3735.915771
	Iteration 4Q: 3 clusters Score -234628.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -234663.656250 Penalty: 3735.915771
	Iteration 5Q: 3 clusters Score -234663.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -234697.171875 Penalty: 3735.915771
	Iteration 6Q: 3 clusters Score -234697.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -234721.328125 Penalty: 3735.915771
	Iteration 7Q: 3 clusters Score -234721.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -234739.015625 Penalty: 3735.915771
	Iteration 8Q: 3 clusters Score -234739 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -234750.828125 Penalty: 3735.915771
	Iteration 9Q: 3 clusters Score -234750.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -234756.156250 Penalty: 3735.915771
	Iteration 10Q: 3 clusters Score -234756.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -234760.890625 Penalty: 3735.915771
	Iteration 11Q: 3 clusters Score -234760.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -234765.750000 Penalty: 3735.915771
	Iteration 12Q: 3 clusters Score -234765.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -234770.562500 Penalty: 3735.915771
	Iteration 13Q: 3 clusters Score -234770.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -234773.296875 Penalty: 3735.915771
	Iteration 14Q: 3 clusters Score -234773.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -234776.953125 Penalty: 3735.915771
	Iteration 15Q: 3 clusters Score -234777 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -234779.859375 Penalty: 3735.915771
	Iteration 16Q: 3 clusters Score -234779.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -234783.390625 Penalty: 3735.915771
	Iteration 17Q: 3 clusters Score -234783.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -234784.421875 Penalty: 3735.915771
	Iteration 18Q: 3 clusters Score -234784.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -234790.562500 Penalty: 3735.915771
	Iteration 19Q: 3 clusters Score -234790.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -234793.296875 Penalty: 3735.915771
	Iteration 20F: 3 clusters Score -234793.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -234795.015625 Penalty: 3735.915771
	Iteration 21Q: 3 clusters Score -234795 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -234795.015625 Penalty: 3735.915771
	Iteration 22F: 3 clusters Score -234795 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (19220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19220 members 
Entering Unmasked Estep 
Score: -2547106.000000 Penalty: 2446.199219
	Iteration 0F: 2 clusters Score -2547106 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9484 members 
Mstep: Class 2 contains 9736 members 
Entering Unmasked Estep 
Score: -2533611.000000 Penalty: 4892.398438
	Iteration 0F: 3 clusters Score -2533611 nChanged 8353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 10157 members 
Entering Unmasked Estep 
Score: -2538023.250000 Penalty: 4892.398438
	Iteration 1F: 3 clusters Score -2538023 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 10419 members 
Entering Unmasked Estep 
Score: -2538409.750000 Penalty: 4892.398438
	Iteration 2F: 3 clusters Score -2538410 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 10786 members 
Entering Unmasked Estep 
Score: -2538706.750000 Penalty: 4892.398438
	Iteration 3Q: 3 clusters Score -2538707 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 11235 members 
Entering Unmasked Estep 
Score: -2539057.000000 Penalty: 4892.398438
	Iteration 4Q: 3 clusters Score -2539057 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 11813 members 
Entering Unmasked Estep 
Score: -2539393.250000 Penalty: 4892.398438
	Iteration 5Q: 3 clusters Score -2539393 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 12527 members 
Entering Unmasked Estep 
Score: -2539787.250000 Penalty: 4892.398438
	Iteration 6Q: 3 clusters Score -2539787 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 13403 members 
Entering Unmasked Estep 
Score: -2540362.750000 Penalty: 4892.398438
	Iteration 7Q: 3 clusters Score -2540363 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 14432 members 
Entering Unmasked Estep 
Score: -2541181.250000 Penalty: 4892.398438
	Iteration 8F: 3 clusters Score -2541181 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 15494 members 
Entering Unmasked Estep 
Score: -2542115.500000 Penalty: 4892.398438
	Iteration 9F: 3 clusters Score -2542116 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 16430 members 
Entering Unmasked Estep 
Score: -2543009.750000 Penalty: 4892.398438
	Iteration 10F: 3 clusters Score -2543010 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 17109 members 
Entering Unmasked Estep 
Score: -2543701.250000 Penalty: 4892.398438
	Iteration 11Q: 3 clusters Score -2543701 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 17540 members 
Entering Unmasked Estep 
Score: -2544144.250000 Penalty: 4892.398438
	Iteration 12Q: 3 clusters Score -2544144 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 17820 members 
Entering Unmasked Estep 
Score: -2544426.750000 Penalty: 4892.398438
	Iteration 13Q: 3 clusters Score -2544427 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 17996 members 
Entering Unmasked Estep 
Score: -2544597.750000 Penalty: 4892.398438
	Iteration 14Q: 3 clusters Score -2544598 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 18109 members 
Entering Unmasked Estep 
Score: -2544699.500000 Penalty: 4892.398438
	Iteration 15Q: 3 clusters Score -2544700 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 18191 members 
Entering Unmasked Estep 
Score: -2544754.750000 Penalty: 4892.398438
	Iteration 16Q: 3 clusters Score -2544755 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 18253 members 
Entering Unmasked Estep 
Score: -2544794.500000 Penalty: 4892.398438
	Iteration 17Q: 3 clusters Score -2544794 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 18293 members 
Entering Unmasked Estep 
Score: -2544824.500000 Penalty: 4892.398438
	Iteration 18Q: 3 clusters Score -2544824 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 18324 members 
Entering Unmasked Estep 
Score: -2544845.250000 Penalty: 4892.398438
	Iteration 19Q: 3 clusters Score -2544845 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 18351 members 
Entering Unmasked Estep 
Score: -2544857.000000 Penalty: 4892.398438
	Iteration 20F: 3 clusters Score -2544857 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 18365 members 
Entering Unmasked Estep 
Score: -2544867.500000 Penalty: 4892.398438
	Iteration 21Q: 3 clusters Score -2544868 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 18376 members 
Entering Unmasked Estep 
Score: -2544876.500000 Penalty: 4892.398438
	Iteration 22Q: 3 clusters Score -2544876 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 18388 members 
Entering Unmasked Estep 
Score: -2544884.250000 Penalty: 4892.398438
	Iteration 23Q: 3 clusters Score -2544884 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 18396 members 
Entering Unmasked Estep 
Score: -2544891.750000 Penalty: 4892.398438
	Iteration 24Q: 3 clusters Score -2544892 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 18407 members 
Entering Unmasked Estep 
Score: -2544901.750000 Penalty: 4892.398438
	Iteration 25Q: 3 clusters Score -2544902 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 18420 members 
Entering Unmasked Estep 
Score: -2544912.250000 Penalty: 4892.398438
	Iteration 26Q: 3 clusters Score -2544912 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 18436 members 
Entering Unmasked Estep 
Score: -2544922.500000 Penalty: 4892.398438
	Iteration 27Q: 3 clusters Score -2544922 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 18446 members 
Entering Unmasked Estep 
Score: -2544930.750000 Penalty: 4892.398438
	Iteration 28Q: 3 clusters Score -2544931 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 18453 members 
Entering Unmasked Estep 
Score: -2544929.250000 Penalty: 4892.398438
	Iteration 29Q: 3 clusters Score -2544929 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 18464 members 
Entering Unmasked Estep 
Score: -2544941.000000 Penalty: 4892.398438
	Iteration 30Q: 3 clusters Score -2544941 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 18470 members 
Entering Unmasked Estep 
Score: -2544944.000000 Penalty: 4892.398438
	Iteration 31Q: 3 clusters Score -2544944 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 18478 members 
Entering Unmasked Estep 
Score: -2544950.500000 Penalty: 4892.398438
	Iteration 32Q: 3 clusters Score -2544950 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 18486 members 
Entering Unmasked Estep 
Score: -2544950.500000 Penalty: 4892.398438
	Iteration 33Q: 3 clusters Score -2544950 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 18489 members 
Entering Unmasked Estep 
Score: -2544953.000000 Penalty: 4892.398438
	Iteration 34Q: 3 clusters Score -2544953 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 18493 members 
Entering Unmasked Estep 
Score: -2544955.250000 Penalty: 4892.398438
	Iteration 35Q: 3 clusters Score -2544955 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 18495 members 
Entering Unmasked Estep 
Score: -2544955.500000 Penalty: 4892.398438
	Iteration 36Q: 3 clusters Score -2544956 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 18495 members 
Entering Unmasked Estep 
Score: -2544955.250000 Penalty: 4892.398438
	Iteration 37Q: 3 clusters Score -2544955 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 18495 members 
Entering Unmasked Estep 
Score: -2544955.000000 Penalty: 4892.398438
	Iteration 38Q: 3 clusters Score -2544955 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 18499 members 
Entering Unmasked Estep 
Score: -2544960.000000 Penalty: 4892.398438
	Iteration 39Q: 3 clusters Score -2544960 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 18500 members 
Entering Unmasked Estep 
Score: -2544958.500000 Penalty: 4892.398438
	Iteration 40F: 3 clusters Score -2544958 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 18501 members 
Entering Unmasked Estep 
Score: -2544960.500000 Penalty: 4892.398438
	Iteration 41Q: 3 clusters Score -2544960 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 18504 members 
Entering Unmasked Estep 
Score: -2544962.750000 Penalty: 4892.398438
	Iteration 42Q: 3 clusters Score -2544963 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 18506 members 
Entering Unmasked Estep 
Score: -2544964.250000 Penalty: 4892.398438
	Iteration 43Q: 3 clusters Score -2544964 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 18506 members 
Entering Unmasked Estep 
Score: -2544964.250000 Penalty: 4892.398438
	Iteration 44F: 3 clusters Score -2544964 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Entering Unmasked Estep 
Score: -38291.187500 Penalty: 1500.333984
	Iteration 0F: 2 clusters Score -38291.19 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 204 members 
Entering Unmasked Estep 
Score: -37040.621094 Penalty: 3000.667969
	Iteration 0F: 3 clusters Score -37040.62 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -37326.566406 Penalty: 3000.667969
	Iteration 1F: 3 clusters Score -37326.57 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -37476.218750 Penalty: 3000.667969
	Iteration 2F: 3 clusters Score -37476.22 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -37586.660156 Penalty: 3000.667969
	Iteration 3Q: 3 clusters Score -37586.66 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -37722.898438 Penalty: 3000.667969
	Iteration 4Q: 3 clusters Score -37722.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -37762.320312 Penalty: 3000.667969
	Iteration 5Q: 3 clusters Score -37762.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -37771.882812 Penalty: 3000.667969
	Iteration 6Q: 3 clusters Score -37771.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -37776.031250 Penalty: 3000.667969
	Iteration 7Q: 3 clusters Score -37776.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -37776.031250 Penalty: 3000.667969
	Iteration 8F: 3 clusters Score -37776.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (3011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Entering Unmasked Estep 
Score: -377318.062500 Penalty: 1986.486938
	Iteration 0F: 2 clusters Score -377318.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -374039.625000 Penalty: 3972.973877
	Iteration 0F: 3 clusters Score -374039.6 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -374723.312500 Penalty: 3972.973877
	Iteration 1F: 3 clusters Score -374723.3 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -374914.875000 Penalty: 3972.973877
	Iteration 2F: 3 clusters Score -374914.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -375033.343750 Penalty: 3972.973877
	Iteration 3F: 3 clusters Score -375033.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -375122.500000 Penalty: 3972.973877
	Iteration 4Q: 3 clusters Score -375122.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -375185.875000 Penalty: 3972.973877
	Iteration 5Q: 3 clusters Score -375185.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -375235.500000 Penalty: 3972.973877
	Iteration 6Q: 3 clusters Score -375235.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -375264.968750 Penalty: 3972.973877
	Iteration 7Q: 3 clusters Score -375265 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -375289.031250 Penalty: 3972.973877
	Iteration 8Q: 3 clusters Score -375289 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -375307.250000 Penalty: 3972.973877
	Iteration 9Q: 3 clusters Score -375307.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -375326.437500 Penalty: 3972.973877
	Iteration 10Q: 3 clusters Score -375326.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -375343.406250 Penalty: 3972.973877
	Iteration 11Q: 3 clusters Score -375343.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -375356.281250 Penalty: 3972.973877
	Iteration 12Q: 3 clusters Score -375356.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -375367.250000 Penalty: 3972.973877
	Iteration 13Q: 3 clusters Score -375367.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -375377.562500 Penalty: 3972.973877
	Iteration 14Q: 3 clusters Score -375377.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -375386.812500 Penalty: 3972.973877
	Iteration 15Q: 3 clusters Score -375386.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -375396.250000 Penalty: 3972.973877
	Iteration 16Q: 3 clusters Score -375396.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -375401.656250 Penalty: 3972.973877
	Iteration 17Q: 3 clusters Score -375401.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -375405.562500 Penalty: 3972.973877
	Iteration 18Q: 3 clusters Score -375405.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -375409.843750 Penalty: 3972.973877
	Iteration 19Q: 3 clusters Score -375409.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -375417.375000 Penalty: 3972.973877
	Iteration 20F: 3 clusters Score -375417.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -375422.812500 Penalty: 3972.973877
	Iteration 21Q: 3 clusters Score -375422.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -375428.312500 Penalty: 3972.973877
	Iteration 22Q: 3 clusters Score -375428.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -375434.281250 Penalty: 3972.973877
	Iteration 23Q: 3 clusters Score -375434.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -375441.156250 Penalty: 3972.973877
	Iteration 24Q: 3 clusters Score -375441.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -375446.562500 Penalty: 3972.973877
	Iteration 25Q: 3 clusters Score -375446.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -375448.718750 Penalty: 3972.973877
	Iteration 26Q: 3 clusters Score -375448.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -375451.593750 Penalty: 3972.973877
	Iteration 27Q: 3 clusters Score -375451.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -375454.500000 Penalty: 3972.973877
	Iteration 28Q: 3 clusters Score -375454.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -375458.250000 Penalty: 3972.973877
	Iteration 29Q: 3 clusters Score -375458.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -375460.125000 Penalty: 3972.973877
	Iteration 30Q: 3 clusters Score -375460.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -375461.000000 Penalty: 3972.973877
	Iteration 31Q: 3 clusters Score -375461 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -375461.906250 Penalty: 3972.973877
	Iteration 32Q: 3 clusters Score -375461.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -375464.031250 Penalty: 3972.973877
	Iteration 33Q: 3 clusters Score -375464 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -375464.593750 Penalty: 3972.973877
	Iteration 34Q: 3 clusters Score -375464.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -375466.593750 Penalty: 3972.973877
	Iteration 35Q: 3 clusters Score -375466.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -375467.031250 Penalty: 3972.973877
	Iteration 36Q: 3 clusters Score -375467 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -375467.031250 Penalty: 3972.973877
	Iteration 37F: 3 clusters Score -375467 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (3655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Entering Unmasked Estep 
Score: -444675.031250 Penalty: 2034.555176
	Iteration 0F: 2 clusters Score -444675 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 1855 members 
Entering Unmasked Estep 
Score: -440991.281250 Penalty: 4069.110352
	Iteration 0F: 3 clusters Score -440991.3 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -441857.875000 Penalty: 4069.110352
	Iteration 1F: 3 clusters Score -441857.9 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -442136.468750 Penalty: 4069.110352
	Iteration 2F: 3 clusters Score -442136.5 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -442368.781250 Penalty: 4069.110352
	Iteration 3F: 3 clusters Score -442368.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -442585.281250 Penalty: 4069.110352
	Iteration 4F: 3 clusters Score -442585.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -442722.406250 Penalty: 4069.110352
	Iteration 5Q: 3 clusters Score -442722.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -442814.593750 Penalty: 4069.110352
	Iteration 6Q: 3 clusters Score -442814.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -442876.812500 Penalty: 4069.110352
	Iteration 7Q: 3 clusters Score -442876.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -442940.250000 Penalty: 4069.110352
	Iteration 8Q: 3 clusters Score -442940.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -443005.875000 Penalty: 4069.110352
	Iteration 9Q: 3 clusters Score -443005.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -443076.406250 Penalty: 4069.110352
	Iteration 10Q: 3 clusters Score -443076.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -443165.312500 Penalty: 4069.110352
	Iteration 11Q: 3 clusters Score -443165.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -443245.812500 Penalty: 4069.110352
	Iteration 12Q: 3 clusters Score -443245.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -443311.625000 Penalty: 4069.110352
	Iteration 13Q: 3 clusters Score -443311.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -443388.312500 Penalty: 4069.110352
	Iteration 14Q: 3 clusters Score -443388.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -443464.468750 Penalty: 4069.110352
	Iteration 15Q: 3 clusters Score -443464.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -443529.968750 Penalty: 4069.110352
	Iteration 16Q: 3 clusters Score -443530 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -443579.687500 Penalty: 4069.110352
	Iteration 17Q: 3 clusters Score -443579.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -443610.812500 Penalty: 4069.110352
	Iteration 18Q: 3 clusters Score -443610.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -443636.218750 Penalty: 4069.110352
	Iteration 19Q: 3 clusters Score -443636.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -443661.156250 Penalty: 4069.110352
	Iteration 20F: 3 clusters Score -443661.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -443681.531250 Penalty: 4069.110352
	Iteration 21Q: 3 clusters Score -443681.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -443702.781250 Penalty: 4069.110352
	Iteration 22Q: 3 clusters Score -443702.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -443717.656250 Penalty: 4069.110352
	Iteration 23Q: 3 clusters Score -443717.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -443729.625000 Penalty: 4069.110352
	Iteration 24Q: 3 clusters Score -443729.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -443740.937500 Penalty: 4069.110352
	Iteration 25Q: 3 clusters Score -443740.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -443748.656250 Penalty: 4069.110352
	Iteration 26Q: 3 clusters Score -443748.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -443758.156250 Penalty: 4069.110352
	Iteration 27Q: 3 clusters Score -443758.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -443763.937500 Penalty: 4069.110352
	Iteration 28Q: 3 clusters Score -443763.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -443768.625000 Penalty: 4069.110352
	Iteration 29Q: 3 clusters Score -443768.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -443770.500000 Penalty: 4069.110352
	Iteration 30Q: 3 clusters Score -443770.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -443771.062500 Penalty: 4069.110352
	Iteration 31Q: 3 clusters Score -443771.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -443773.375000 Penalty: 4069.110352
	Iteration 32Q: 3 clusters Score -443773.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -443773.375000 Penalty: 4069.110352
	Iteration 33F: 3 clusters Score -443773.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (1401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Entering Unmasked Estep 
Score: -193907.468750 Penalty: 1796.745605
	Iteration 0F: 2 clusters Score -193907.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -191911.984375 Penalty: 3593.491211
	Iteration 0F: 3 clusters Score -191912 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -193322.109375 Penalty: 3593.491211
	Iteration 1F: 3 clusters Score -193322.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -193960.812500 Penalty: 3593.491211
	Iteration 2F: 3 clusters Score -193960.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -194427.484375 Penalty: 3593.491211
	Iteration 3F: 3 clusters Score -194427.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -194600.031250 Penalty: 3593.491211
	Iteration 4Q: 3 clusters Score -194600 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -194646.671875 Penalty: 3593.491211
	Iteration 5Q: 3 clusters Score -194646.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -194653.921875 Penalty: 3593.491211
	Iteration 6Q: 3 clusters Score -194653.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -194653.921875 Penalty: 3593.491211
	Iteration 7F: 3 clusters Score -194653.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22667 members 
Mstep: Class 2 contains 4097 members 
Mstep: Class 3 contains 1074 members 
Mstep: Class 4 contains 223867 members 
Mstep: Class 5 contains 4104 members 
Mstep: Class 6 contains 2304 members 
Mstep: Class 7 contains 9370 members 
Mstep: Class 8 contains 13917 members 
Mstep: Class 9 contains 7484 members 
Mstep: Class 10 contains 27209 members 
Mstep: Class 11 contains 11623 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 13 contains 3501 members 
Mstep: Class 14 contains 36420 members 
Mstep: Class 15 contains 181331 members 
Mstep: Class 16 contains 23105 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 9965 members 
Mstep: Class 19 contains 164797 members 
Mstep: Class 20 contains 55134 members 
Mstep: Class 21 contains 2424 members 
Mstep: Class 22 contains 686 members 
Mstep: Class 23 contains 4373 members 
Mstep: Class 24 contains 3309 members 
Mstep: Class 25 contains 38649 members 
Mstep: Class 26 contains 60626 members 
Mstep: Class 27 contains 28772 members 
Mstep: Class 28 contains 470 members 
Mstep: Class 29 contains 42863 members 
Mstep: Class 30 contains 10848 members 
Mstep: Class 31 contains 6551 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8485 members 
Mstep: Class 34 contains 437 members 
Mstep: Class 35 contains 3414 members 
Mstep: Class 36 contains 8305 members 
Mstep: Class 37 contains 3934 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1867 members 
Mstep: Class 40 contains 19220 members 
Mstep: Class 41 contains 424 members 
Mstep: Class 42 contains 3011 members 
Mstep: Class 43 contains 3655 members 
Mstep: Class 44 contains 495 members 
Mstep: Class 45 contains 22188 members 
Mstep: Class 46 contains 13082 members 
Mstep: Class 47 contains 306 members 
Mstep: Class 48 contains 7925 members 
Mstep: Class 49 contains 26843 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 616 members 
Mstep: Class 52 contains 309 members 
Mstep: Class 53 contains 3100 members 
Mstep: Class 54 contains 347 members 
Mstep: Class 55 contains 4796 members 
Mstep: Class 56 contains 17273 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 284 members 
Mstep: Class 60 contains 4819 members 
Mstep: Class 61 contains 1768 members 
Mstep: Class 62 contains 1052 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 8194 members 
Mstep: Class 65 contains 503 members 
Mstep: Class 66 contains 665 members 
Mstep: Class 67 contains 2648 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 711 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 7214 members 
Mstep: Class 75 contains 892 members 
Mstep: Class 76 contains 504 members 
Mstep: Class 77 contains 631 members 
Mstep: Class 78 contains 906 members 
Entering Unmasked Estep 
Score: -147545888.000000 Penalty: 270583.718750
Splitting cluster 44 changes total score from -147546992.000000 to -147545888.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 45 (22188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22188 members 
Entering Unmasked Estep 
Score: -2590610.250000 Penalty: 2481.812256
	Iteration 0F: 2 clusters Score -2590610 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11164 members 
Mstep: Class 2 contains 11024 members 
Entering Unmasked Estep 
Score: -2575104.250000 Penalty: 4963.624512
	Iteration 0F: 3 clusters Score -2575104 nChanged 9813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11611 members 
Mstep: Class 2 contains 10577 members 
Entering Unmasked Estep 
Score: -2580488.500000 Penalty: 4963.624512
	Iteration 1F: 3 clusters Score -2580488 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11878 members 
Mstep: Class 2 contains 10310 members 
Entering Unmasked Estep 
Score: -2581134.500000 Penalty: 4963.624512
	Iteration 2F: 3 clusters Score -2581134 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12221 members 
Mstep: Class 2 contains 9967 members 
Entering Unmasked Estep 
Score: -2581785.750000 Penalty: 4963.624512
	Iteration 3F: 3 clusters Score -2581786 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12668 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -2582408.750000 Penalty: 4963.624512
	Iteration 4F: 3 clusters Score -2582409 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13131 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -2583062.500000 Penalty: 4963.624512
	Iteration 5F: 3 clusters Score -2583062 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13702 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -2583777.500000 Penalty: 4963.624512
	Iteration 6F: 3 clusters Score -2583778 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14275 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -2584482.750000 Penalty: 4963.624512
	Iteration 7F: 3 clusters Score -2584483 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14894 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -2585142.000000 Penalty: 4963.624512
	Iteration 8Q: 3 clusters Score -2585142 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15477 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -2585696.250000 Penalty: 4963.624512
	Iteration 9Q: 3 clusters Score -2585696 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15997 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -2586115.750000 Penalty: 4963.624512
	Iteration 10Q: 3 clusters Score -2586116 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16457 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -2586432.000000 Penalty: 4963.624512
	Iteration 11Q: 3 clusters Score -2586432 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16913 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -2586714.500000 Penalty: 4963.624512
	Iteration 12Q: 3 clusters Score -2586714 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17348 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -2586942.500000 Penalty: 4963.624512
	Iteration 13Q: 3 clusters Score -2586942 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17718 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -2587117.250000 Penalty: 4963.624512
	Iteration 14Q: 3 clusters Score -2587117 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18059 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -2587275.500000 Penalty: 4963.624512
	Iteration 15Q: 3 clusters Score -2587276 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18357 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -2587405.500000 Penalty: 4963.624512
	Iteration 16Q: 3 clusters Score -2587406 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18653 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -2587538.500000 Penalty: 4963.624512
	Iteration 17Q: 3 clusters Score -2587538 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18928 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -2587661.250000 Penalty: 4963.624512
	Iteration 18Q: 3 clusters Score -2587661 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19194 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -2587785.250000 Penalty: 4963.624512
	Iteration 19Q: 3 clusters Score -2587785 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19446 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -2587920.250000 Penalty: 4963.624512
	Iteration 20F: 3 clusters Score -2587920 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19672 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -2588048.250000 Penalty: 4963.624512
	Iteration 21Q: 3 clusters Score -2588048 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19873 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -2588171.500000 Penalty: 4963.624512
	Iteration 22Q: 3 clusters Score -2588172 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20045 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -2588275.000000 Penalty: 4963.624512
	Iteration 23Q: 3 clusters Score -2588275 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20209 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -2588380.250000 Penalty: 4963.624512
	Iteration 24Q: 3 clusters Score -2588380 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20338 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -2588453.000000 Penalty: 4963.624512
	Iteration 25Q: 3 clusters Score -2588453 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20425 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -2588496.250000 Penalty: 4963.624512
	Iteration 26Q: 3 clusters Score -2588496 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20494 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -2588530.000000 Penalty: 4963.624512
	Iteration 27Q: 3 clusters Score -2588530 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20571 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -2588570.750000 Penalty: 4963.624512
	Iteration 28Q: 3 clusters Score -2588571 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20628 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -2588603.500000 Penalty: 4963.624512
	Iteration 29Q: 3 clusters Score -2588604 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20666 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -2588632.000000 Penalty: 4963.624512
	Iteration 30Q: 3 clusters Score -2588632 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20698 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -2588648.750000 Penalty: 4963.624512
	Iteration 31Q: 3 clusters Score -2588649 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20723 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -2588662.000000 Penalty: 4963.624512
	Iteration 32Q: 3 clusters Score -2588662 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20749 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -2588676.250000 Penalty: 4963.624512
	Iteration 33Q: 3 clusters Score -2588676 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20764 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -2588681.750000 Penalty: 4963.624512
	Iteration 34Q: 3 clusters Score -2588682 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20780 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -2588690.000000 Penalty: 4963.624512
	Iteration 35Q: 3 clusters Score -2588690 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20792 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -2588698.250000 Penalty: 4963.624512
	Iteration 36Q: 3 clusters Score -2588698 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20801 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -2588699.250000 Penalty: 4963.624512
	Iteration 37Q: 3 clusters Score -2588699 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20811 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -2588704.500000 Penalty: 4963.624512
	Iteration 38Q: 3 clusters Score -2588704 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20819 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -2588708.500000 Penalty: 4963.624512
	Iteration 39Q: 3 clusters Score -2588708 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20826 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -2588713.000000 Penalty: 4963.624512
	Iteration 40F: 3 clusters Score -2588713 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20837 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -2588717.500000 Penalty: 4963.624512
	Iteration 41Q: 3 clusters Score -2588718 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20846 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -2588719.000000 Penalty: 4963.624512
	Iteration 42Q: 3 clusters Score -2588719 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20852 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -2588727.750000 Penalty: 4963.624512
	Iteration 43Q: 3 clusters Score -2588728 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20857 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -2588732.500000 Penalty: 4963.624512
	Iteration 44Q: 3 clusters Score -2588732 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20864 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -2588739.750000 Penalty: 4963.624512
	Iteration 45Q: 3 clusters Score -2588740 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20873 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -2588736.750000 Penalty: 4963.624512
	Iteration 46Q: 3 clusters Score -2588737 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20881 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -2588741.750000 Penalty: 4963.624512
	Iteration 47Q: 3 clusters Score -2588742 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20892 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -2588744.000000 Penalty: 4963.624512
	Iteration 48Q: 3 clusters Score -2588744 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20899 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -2588743.750000 Penalty: 4963.624512
	Iteration 49Q: 3 clusters Score -2588744 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20913 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -2588748.250000 Penalty: 4963.624512
	Iteration 50Q: 3 clusters Score -2588748 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20922 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -2588753.250000 Penalty: 4963.624512
	Iteration 51Q: 3 clusters Score -2588753 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20929 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -2588755.750000 Penalty: 4963.624512
	Iteration 52Q: 3 clusters Score -2588756 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20935 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -2588756.500000 Penalty: 4963.624512
	Iteration 53Q: 3 clusters Score -2588756 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20938 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -2588759.250000 Penalty: 4963.624512
	Iteration 54Q: 3 clusters Score -2588759 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20942 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -2588764.000000 Penalty: 4963.624512
	Iteration 55Q: 3 clusters Score -2588764 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20943 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -2588763.500000 Penalty: 4963.624512
	Iteration 56Q: 3 clusters Score -2588764 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20942 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -2588763.750000 Penalty: 4963.624512
	Iteration 57Q: 3 clusters Score -2588764 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20941 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -2588763.250000 Penalty: 4963.624512
	Iteration 58Q: 3 clusters Score -2588763 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20942 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -2588765.250000 Penalty: 4963.624512
	Iteration 59Q: 3 clusters Score -2588765 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20942 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -2588763.250000 Penalty: 4963.624512
	Iteration 60F: 3 clusters Score -2588763 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (13082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13082 members 
Entering Unmasked Estep 
Score: -1656262.625000 Penalty: 2350.790039
	Iteration 0F: 2 clusters Score -1656263 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -1646661.000000 Penalty: 4701.580078
	Iteration 0F: 3 clusters Score -1646661 nChanged 5576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -1649870.125000 Penalty: 4701.580078
	Iteration 1F: 3 clusters Score -1649870 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -1650372.125000 Penalty: 4701.580078
	Iteration 2F: 3 clusters Score -1650372 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -1650833.500000 Penalty: 4701.580078
	Iteration 3F: 3 clusters Score -1650834 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -1651250.500000 Penalty: 4701.580078
	Iteration 4F: 3 clusters Score -1651250 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -1651712.875000 Penalty: 4701.580078
	Iteration 5Q: 3 clusters Score -1651713 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -1652197.500000 Penalty: 4701.580078
	Iteration 6F: 3 clusters Score -1652198 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -1652683.500000 Penalty: 4701.580078
	Iteration 7F: 3 clusters Score -1652684 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -1653174.750000 Penalty: 4701.580078
	Iteration 8Q: 3 clusters Score -1653175 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -1653591.875000 Penalty: 4701.580078
	Iteration 9Q: 3 clusters Score -1653592 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -1653914.375000 Penalty: 4701.580078
	Iteration 10Q: 3 clusters Score -1653914 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -1654140.750000 Penalty: 4701.580078
	Iteration 11Q: 3 clusters Score -1654141 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -1654299.750000 Penalty: 4701.580078
	Iteration 12Q: 3 clusters Score -1654300 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -1654413.125000 Penalty: 4701.580078
	Iteration 13Q: 3 clusters Score -1654413 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -1654492.500000 Penalty: 4701.580078
	Iteration 14Q: 3 clusters Score -1654492 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -1654555.625000 Penalty: 4701.580078
	Iteration 15Q: 3 clusters Score -1654556 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -1654610.875000 Penalty: 4701.580078
	Iteration 16Q: 3 clusters Score -1654611 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -1654665.750000 Penalty: 4701.580078
	Iteration 17Q: 3 clusters Score -1654666 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -1654730.875000 Penalty: 4701.580078
	Iteration 18Q: 3 clusters Score -1654731 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -1654833.125000 Penalty: 4701.580078
	Iteration 19Q: 3 clusters Score -1654833 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -1654956.375000 Penalty: 4701.580078
	Iteration 20F: 3 clusters Score -1654956 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -1655101.750000 Penalty: 4701.580078
	Iteration 21Q: 3 clusters Score -1655102 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
Score: -1655258.375000 Penalty: 4701.580078
	Iteration 22Q: 3 clusters Score -1655258 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -1655478.125000 Penalty: 4701.580078
	Iteration 23Q: 3 clusters Score -1655478 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -1655683.125000 Penalty: 4701.580078
	Iteration 24Q: 3 clusters Score -1655683 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -1655858.750000 Penalty: 4701.580078
	Iteration 25Q: 3 clusters Score -1655859 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 9810 members 
Entering Unmasked Estep 
Score: -1655927.625000 Penalty: 4701.580078
	Iteration 26Q: 3 clusters Score -1655928 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 9893 members 
Entering Unmasked Estep 
Score: -1655964.500000 Penalty: 4701.580078
	Iteration 27Q: 3 clusters Score -1655964 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 9939 members 
Entering Unmasked Estep 
Score: -1655981.625000 Penalty: 4701.580078
	Iteration 28Q: 3 clusters Score -1655982 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 9967 members 
Entering Unmasked Estep 
Score: -1655981.125000 Penalty: 4701.580078
	Iteration 29Q: 3 clusters Score -1655981 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 9987 members 
Entering Unmasked Estep 
Score: -1655985.875000 Penalty: 4701.580078
	Iteration 30Q: 3 clusters Score -1655986 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 10006 members 
Entering Unmasked Estep 
Score: -1655991.375000 Penalty: 4701.580078
	Iteration 31Q: 3 clusters Score -1655991 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 10022 members 
Entering Unmasked Estep 
Score: -1655994.000000 Penalty: 4701.580078
	Iteration 32Q: 3 clusters Score -1655994 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 10036 members 
Entering Unmasked Estep 
Score: -1655994.250000 Penalty: 4701.580078
	Iteration 33Q: 3 clusters Score -1655994 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 10042 members 
Entering Unmasked Estep 
Score: -1655998.000000 Penalty: 4701.580078
	Iteration 34Q: 3 clusters Score -1655998 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -1655997.500000 Penalty: 4701.580078
	Iteration 35Q: 3 clusters Score -1655998 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -1655999.125000 Penalty: 4701.580078
	Iteration 36Q: 3 clusters Score -1655999 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 10057 members 
Entering Unmasked Estep 
Score: -1656001.625000 Penalty: 4701.580078
	Iteration 37Q: 3 clusters Score -1656002 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 10063 members 
Entering Unmasked Estep 
Score: -1656001.250000 Penalty: 4701.580078
	Iteration 38Q: 3 clusters Score -1656001 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 10065 members 
Entering Unmasked Estep 
Score: -1656001.750000 Penalty: 4701.580078
	Iteration 39Q: 3 clusters Score -1656002 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 10065 members 
Entering Unmasked Estep 
Score: -1656001.750000 Penalty: 4701.580078
	Iteration 40F: 3 clusters Score -1656002 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Entering Unmasked Estep 
Score: -40779.203125 Penalty: 1419.449097
	Iteration 0F: 2 clusters Score -40779.2 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 152 members 
Entering Unmasked Estep 
Score: -39600.488281 Penalty: 2838.898193
	Iteration 0F: 3 clusters Score -39600.49 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -40096.414062 Penalty: 2838.898193
	Iteration 1F: 3 clusters Score -40096.41 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -40411.117188 Penalty: 2838.898193
	Iteration 2F: 3 clusters Score -40411.12 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -40586.242188 Penalty: 2838.898193
	Iteration 3F: 3 clusters Score -40586.24 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -40785.140625 Penalty: 2838.898193
	Iteration 4Q: 3 clusters Score -40785.14 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -40928.601562 Penalty: 2838.898193
	Iteration 5Q: 3 clusters Score -40928.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -40956.230469 Penalty: 2838.898193
	Iteration 6Q: 3 clusters Score -40956.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -40966.726562 Penalty: 2838.898193
	Iteration 7Q: 3 clusters Score -40966.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -40966.726562 Penalty: 2838.898193
	Iteration 8F: 3 clusters Score -40966.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22667 members 
Mstep: Class 2 contains 4097 members 
Mstep: Class 3 contains 1074 members 
Mstep: Class 4 contains 223867 members 
Mstep: Class 5 contains 4104 members 
Mstep: Class 6 contains 2304 members 
Mstep: Class 7 contains 9370 members 
Mstep: Class 8 contains 13917 members 
Mstep: Class 9 contains 7484 members 
Mstep: Class 10 contains 27209 members 
Mstep: Class 11 contains 11623 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 13 contains 3501 members 
Mstep: Class 14 contains 36420 members 
Mstep: Class 15 contains 181331 members 
Mstep: Class 16 contains 23105 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 9965 members 
Mstep: Class 19 contains 164797 members 
Mstep: Class 20 contains 55134 members 
Mstep: Class 21 contains 2424 members 
Mstep: Class 22 contains 686 members 
Mstep: Class 23 contains 4373 members 
Mstep: Class 24 contains 3309 members 
Mstep: Class 25 contains 38649 members 
Mstep: Class 26 contains 60626 members 
Mstep: Class 27 contains 28772 members 
Mstep: Class 28 contains 470 members 
Mstep: Class 29 contains 42863 members 
Mstep: Class 30 contains 10848 members 
Mstep: Class 31 contains 6551 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8485 members 
Mstep: Class 34 contains 437 members 
Mstep: Class 35 contains 3414 members 
Mstep: Class 36 contains 8305 members 
Mstep: Class 37 contains 3934 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1867 members 
Mstep: Class 40 contains 19220 members 
Mstep: Class 41 contains 424 members 
Mstep: Class 42 contains 3011 members 
Mstep: Class 43 contains 3655 members 
Mstep: Class 44 contains 1401 members 
Mstep: Class 45 contains 22188 members 
Mstep: Class 46 contains 13082 members 
Mstep: Class 47 contains 129 members 
Mstep: Class 48 contains 7925 members 
Mstep: Class 49 contains 26843 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 616 members 
Mstep: Class 52 contains 309 members 
Mstep: Class 53 contains 3100 members 
Mstep: Class 54 contains 347 members 
Mstep: Class 55 contains 4796 members 
Mstep: Class 56 contains 17273 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 284 members 
Mstep: Class 60 contains 4819 members 
Mstep: Class 61 contains 1768 members 
Mstep: Class 62 contains 1052 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 8194 members 
Mstep: Class 65 contains 503 members 
Mstep: Class 66 contains 665 members 
Mstep: Class 67 contains 2648 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 711 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 7214 members 
Mstep: Class 75 contains 892 members 
Mstep: Class 76 contains 504 members 
Mstep: Class 77 contains 631 members 
Mstep: Class 78 contains 177 members 
Entering Unmasked Estep 
Score: -147545040.000000 Penalty: 270583.718750
Splitting cluster 47 changes total score from -147546992.000000 to -147545040.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 48 (7925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Entering Unmasked Estep 
Score: -1001933.312500 Penalty: 2226.488770
	Iteration 0F: 2 clusters Score -1001933 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -995517.687500 Penalty: 4452.977539
	Iteration 0F: 3 clusters Score -995517.7 nChanged 3197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -997326.000000 Penalty: 4452.977539
	Iteration 1F: 3 clusters Score -997326 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -997711.312500 Penalty: 4452.977539
	Iteration 2F: 3 clusters Score -997711.3 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -998046.062500 Penalty: 4452.977539
	Iteration 3F: 3 clusters Score -998046.1 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -998407.687500 Penalty: 4452.977539
	Iteration 4F: 3 clusters Score -998407.7 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -998721.250000 Penalty: 4452.977539
	Iteration 5F: 3 clusters Score -998721.2 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -998988.687500 Penalty: 4452.977539
	Iteration 6Q: 3 clusters Score -998988.7 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -999242.875000 Penalty: 4452.977539
	Iteration 7Q: 3 clusters Score -999242.9 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -999417.125000 Penalty: 4452.977539
	Iteration 8Q: 3 clusters Score -999417.1 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -999557.937500 Penalty: 4452.977539
	Iteration 9Q: 3 clusters Score -999557.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -999658.937500 Penalty: 4452.977539
	Iteration 10Q: 3 clusters Score -999658.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -999749.437500 Penalty: 4452.977539
	Iteration 11Q: 3 clusters Score -999749.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -999830.187500 Penalty: 4452.977539
	Iteration 12Q: 3 clusters Score -999830.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -999885.187500 Penalty: 4452.977539
	Iteration 13Q: 3 clusters Score -999885.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -999919.937500 Penalty: 4452.977539
	Iteration 14Q: 3 clusters Score -999919.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -999952.250000 Penalty: 4452.977539
	Iteration 15Q: 3 clusters Score -999952.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -999985.250000 Penalty: 4452.977539
	Iteration 16Q: 3 clusters Score -999985.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -1000019.562500 Penalty: 4452.977539
	Iteration 17Q: 3 clusters Score -1000020 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -1000048.500000 Penalty: 4452.977539
	Iteration 18Q: 3 clusters Score -1000048 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -1000076.062500 Penalty: 4452.977539
	Iteration 19Q: 3 clusters Score -1000076 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -1000109.062500 Penalty: 4452.977539
	Iteration 20F: 3 clusters Score -1000109 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -1000125.687500 Penalty: 4452.977539
	Iteration 21Q: 3 clusters Score -1000126 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -1000139.500000 Penalty: 4452.977539
	Iteration 22Q: 3 clusters Score -1000140 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -1000150.250000 Penalty: 4452.977539
	Iteration 23Q: 3 clusters Score -1000150 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -1000158.687500 Penalty: 4452.977539
	Iteration 24Q: 3 clusters Score -1000159 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -1000164.000000 Penalty: 4452.977539
	Iteration 25Q: 3 clusters Score -1000164 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -1000173.812500 Penalty: 4452.977539
	Iteration 26Q: 3 clusters Score -1000174 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -1000182.812500 Penalty: 4452.977539
	Iteration 27Q: 3 clusters Score -1000183 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -1000189.937500 Penalty: 4452.977539
	Iteration 28Q: 3 clusters Score -1000190 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -1000202.062500 Penalty: 4452.977539
	Iteration 29Q: 3 clusters Score -1000202 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -1000212.687500 Penalty: 4452.977539
	Iteration 30Q: 3 clusters Score -1000213 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -1000222.125000 Penalty: 4452.977539
	Iteration 31Q: 3 clusters Score -1000222 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -1000233.000000 Penalty: 4452.977539
	Iteration 32Q: 3 clusters Score -1000233 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -1000238.312500 Penalty: 4452.977539
	Iteration 33Q: 3 clusters Score -1000238 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -1000246.062500 Penalty: 4452.977539
	Iteration 34Q: 3 clusters Score -1000246 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -1000251.937500 Penalty: 4452.977539
	Iteration 35Q: 3 clusters Score -1000252 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -1000260.250000 Penalty: 4452.977539
	Iteration 36Q: 3 clusters Score -1000260 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -1000270.062500 Penalty: 4452.977539
	Iteration 37Q: 3 clusters Score -1000270 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -1000274.937500 Penalty: 4452.977539
	Iteration 38Q: 3 clusters Score -1000275 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -1000280.750000 Penalty: 4452.977539
	Iteration 39Q: 3 clusters Score -1000281 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -1000287.625000 Penalty: 4452.977539
	Iteration 40F: 3 clusters Score -1000288 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -1000294.312500 Penalty: 4452.977539
	Iteration 41Q: 3 clusters Score -1000294 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -1000299.062500 Penalty: 4452.977539
	Iteration 42Q: 3 clusters Score -1000299 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -1000302.937500 Penalty: 4452.977539
	Iteration 43Q: 3 clusters Score -1000303 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -1000306.312500 Penalty: 4452.977539
	Iteration 44Q: 3 clusters Score -1000306 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -1000312.312500 Penalty: 4452.977539
	Iteration 45Q: 3 clusters Score -1000312 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -1000315.375000 Penalty: 4452.977539
	Iteration 46Q: 3 clusters Score -1000315 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -1000321.062500 Penalty: 4452.977539
	Iteration 47Q: 3 clusters Score -1000321 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -1000322.312500 Penalty: 4452.977539
	Iteration 48Q: 3 clusters Score -1000322 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -1000326.125000 Penalty: 4452.977539
	Iteration 49Q: 3 clusters Score -1000326 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -1000328.500000 Penalty: 4452.977539
	Iteration 50Q: 3 clusters Score -1000328 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -1000329.000000 Penalty: 4452.977539
	Iteration 51Q: 3 clusters Score -1000329 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -1000330.000000 Penalty: 4452.977539
	Iteration 52Q: 3 clusters Score -1000330 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -1000331.250000 Penalty: 4452.977539
	Iteration 53Q: 3 clusters Score -1000331 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -1000333.687500 Penalty: 4452.977539
	Iteration 54Q: 3 clusters Score -1000334 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -1000332.187500 Penalty: 4452.977539
	Iteration 55Q: 3 clusters Score -1000332 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -1000334.875000 Penalty: 4452.977539
	Iteration 56Q: 3 clusters Score -1000335 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -1000336.125000 Penalty: 4452.977539
	Iteration 57Q: 3 clusters Score -1000336 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -1000336.000000 Penalty: 4452.977539
	Iteration 58Q: 3 clusters Score -1000336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -1000334.875000 Penalty: 4452.977539
	Iteration 59Q: 3 clusters Score -1000335 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -1000336.437500 Penalty: 4452.977539
	Iteration 60F: 3 clusters Score -1000336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -1000336.625000 Penalty: 4452.977539
	Iteration 61Q: 3 clusters Score -1000337 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -1000336.187500 Penalty: 4452.977539
	Iteration 62Q: 3 clusters Score -1000336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -1000336.062500 Penalty: 4452.977539
	Iteration 63Q: 3 clusters Score -1000336 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -1000335.375000 Penalty: 4452.977539
	Iteration 64Q: 3 clusters Score -1000335 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -1000335.375000 Penalty: 4452.977539
	Iteration 65F: 3 clusters Score -1000335 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (26843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26843 members 
Entering Unmasked Estep 
Score: -3423453.750000 Penalty: 2529.044678
	Iteration 0F: 2 clusters Score -3423454 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13391 members 
Mstep: Class 2 contains 13452 members 
Entering Unmasked Estep 
Score: -3405040.500000 Penalty: 5058.089355
	Iteration 0F: 3 clusters Score -3405040 nChanged 12019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13264 members 
Mstep: Class 2 contains 13579 members 
Entering Unmasked Estep 
Score: -3411474.000000 Penalty: 5058.089355
	Iteration 1F: 3 clusters Score -3411474 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13073 members 
Mstep: Class 2 contains 13770 members 
Entering Unmasked Estep 
Score: -3411949.250000 Penalty: 5058.089355
	Iteration 2Q: 3 clusters Score -3411949 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12838 members 
Mstep: Class 2 contains 14005 members 
Entering Unmasked Estep 
Score: -3412522.500000 Penalty: 5058.089355
	Iteration 3Q: 3 clusters Score -3412522 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12509 members 
Mstep: Class 2 contains 14334 members 
Entering Unmasked Estep 
Score: -3413337.000000 Penalty: 5058.089355
	Iteration 4Q: 3 clusters Score -3413337 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12111 members 
Mstep: Class 2 contains 14732 members 
Entering Unmasked Estep 
Score: -3414489.250000 Penalty: 5058.089355
	Iteration 5F: 3 clusters Score -3414489 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11600 members 
Mstep: Class 2 contains 15243 members 
Entering Unmasked Estep 
Score: -3415988.750000 Penalty: 5058.089355
	Iteration 6F: 3 clusters Score -3415989 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11003 members 
Mstep: Class 2 contains 15840 members 
Entering Unmasked Estep 
Score: -3417609.250000 Penalty: 5058.089355
	Iteration 7F: 3 clusters Score -3417609 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10423 members 
Mstep: Class 2 contains 16420 members 
Entering Unmasked Estep 
Score: -3419000.250000 Penalty: 5058.089355
	Iteration 8F: 3 clusters Score -3419000 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9835 members 
Mstep: Class 2 contains 17008 members 
Entering Unmasked Estep 
Score: -3420035.750000 Penalty: 5058.089355
	Iteration 9F: 3 clusters Score -3420036 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 17584 members 
Entering Unmasked Estep 
Score: -3420660.250000 Penalty: 5058.089355
	Iteration 10Q: 3 clusters Score -3420660 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 18127 members 
Entering Unmasked Estep 
Score: -3421063.500000 Penalty: 5058.089355
	Iteration 11Q: 3 clusters Score -3421064 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 18616 members 
Entering Unmasked Estep 
Score: -3421368.000000 Penalty: 5058.089355
	Iteration 12Q: 3 clusters Score -3421368 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 19076 members 
Entering Unmasked Estep 
Score: -3421587.500000 Penalty: 5058.089355
	Iteration 13Q: 3 clusters Score -3421588 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 19479 members 
Entering Unmasked Estep 
Score: -3421752.000000 Penalty: 5058.089355
	Iteration 14Q: 3 clusters Score -3421752 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 19812 members 
Entering Unmasked Estep 
Score: -3421893.000000 Penalty: 5058.089355
	Iteration 15Q: 3 clusters Score -3421893 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 20109 members 
Entering Unmasked Estep 
Score: -3422003.250000 Penalty: 5058.089355
	Iteration 16Q: 3 clusters Score -3422003 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 20403 members 
Entering Unmasked Estep 
Score: -3422093.000000 Penalty: 5058.089355
	Iteration 17Q: 3 clusters Score -3422093 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 20633 members 
Entering Unmasked Estep 
Score: -3422152.500000 Penalty: 5058.089355
	Iteration 18Q: 3 clusters Score -3422152 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 20845 members 
Entering Unmasked Estep 
Score: -3422192.750000 Penalty: 5058.089355
	Iteration 19Q: 3 clusters Score -3422193 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 21023 members 
Entering Unmasked Estep 
Score: -3422236.250000 Penalty: 5058.089355
	Iteration 20F: 3 clusters Score -3422236 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 21190 members 
Entering Unmasked Estep 
Score: -3422258.250000 Penalty: 5058.089355
	Iteration 21Q: 3 clusters Score -3422258 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 21346 members 
Entering Unmasked Estep 
Score: -3422311.500000 Penalty: 5058.089355
	Iteration 22Q: 3 clusters Score -3422312 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 21499 members 
Entering Unmasked Estep 
Score: -3422343.500000 Penalty: 5058.089355
	Iteration 23Q: 3 clusters Score -3422344 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 21621 members 
Entering Unmasked Estep 
Score: -3422370.000000 Penalty: 5058.089355
	Iteration 24Q: 3 clusters Score -3422370 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 21734 members 
Entering Unmasked Estep 
Score: -3422383.250000 Penalty: 5058.089355
	Iteration 25Q: 3 clusters Score -3422383 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 21828 members 
Entering Unmasked Estep 
Score: -3422399.250000 Penalty: 5058.089355
	Iteration 26Q: 3 clusters Score -3422399 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 21920 members 
Entering Unmasked Estep 
Score: -3422412.750000 Penalty: 5058.089355
	Iteration 27Q: 3 clusters Score -3422413 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 21994 members 
Entering Unmasked Estep 
Score: -3422418.250000 Penalty: 5058.089355
	Iteration 28Q: 3 clusters Score -3422418 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 22065 members 
Entering Unmasked Estep 
Score: -3422433.250000 Penalty: 5058.089355
	Iteration 29Q: 3 clusters Score -3422433 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 22121 members 
Entering Unmasked Estep 
Score: -3422441.250000 Penalty: 5058.089355
	Iteration 30Q: 3 clusters Score -3422441 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 22181 members 
Entering Unmasked Estep 
Score: -3422450.750000 Penalty: 5058.089355
	Iteration 31Q: 3 clusters Score -3422451 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 22239 members 
Entering Unmasked Estep 
Score: -3422461.750000 Penalty: 5058.089355
	Iteration 32Q: 3 clusters Score -3422462 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 22280 members 
Entering Unmasked Estep 
Score: -3422471.750000 Penalty: 5058.089355
	Iteration 33Q: 3 clusters Score -3422472 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 22322 members 
Entering Unmasked Estep 
Score: -3422478.750000 Penalty: 5058.089355
	Iteration 34Q: 3 clusters Score -3422479 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 22361 members 
Entering Unmasked Estep 
Score: -3422482.750000 Penalty: 5058.089355
	Iteration 35Q: 3 clusters Score -3422483 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 22401 members 
Entering Unmasked Estep 
Score: -3422488.250000 Penalty: 5058.089355
	Iteration 36Q: 3 clusters Score -3422488 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 22441 members 
Entering Unmasked Estep 
Score: -3422482.250000 Penalty: 5058.089355
	Iteration 37Q: 3 clusters Score -3422482 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 22473 members 
Entering Unmasked Estep 
Score: -3422487.250000 Penalty: 5058.089355
	Iteration 38Q: 3 clusters Score -3422487 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 22506 members 
Entering Unmasked Estep 
Score: -3422499.500000 Penalty: 5058.089355
	Iteration 39Q: 3 clusters Score -3422500 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 22534 members 
Entering Unmasked Estep 
Score: -3422497.750000 Penalty: 5058.089355
	Iteration 40F: 3 clusters Score -3422498 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 22561 members 
Entering Unmasked Estep 
Score: -3422507.250000 Penalty: 5058.089355
	Iteration 41Q: 3 clusters Score -3422507 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 22585 members 
Entering Unmasked Estep 
Score: -3422507.250000 Penalty: 5058.089355
	Iteration 42Q: 3 clusters Score -3422507 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 22613 members 
Entering Unmasked Estep 
Score: -3422510.500000 Penalty: 5058.089355
	Iteration 43Q: 3 clusters Score -3422510 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 22634 members 
Entering Unmasked Estep 
Score: -3422518.750000 Penalty: 5058.089355
	Iteration 44Q: 3 clusters Score -3422519 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 22651 members 
Entering Unmasked Estep 
Score: -3422520.750000 Penalty: 5058.089355
	Iteration 45Q: 3 clusters Score -3422521 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 22668 members 
Entering Unmasked Estep 
Score: -3422521.500000 Penalty: 5058.089355
	Iteration 46Q: 3 clusters Score -3422522 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 22682 members 
Entering Unmasked Estep 
Score: -3422523.250000 Penalty: 5058.089355
	Iteration 47Q: 3 clusters Score -3422523 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 22695 members 
Entering Unmasked Estep 
Score: -3422521.000000 Penalty: 5058.089355
	Iteration 48Q: 3 clusters Score -3422521 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 22706 members 
Entering Unmasked Estep 
Score: -3422518.250000 Penalty: 5058.089355
	Iteration 49Q: 3 clusters Score -3422518 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 22722 members 
Entering Unmasked Estep 
Score: -3422526.000000 Penalty: 5058.089355
	Iteration 50Q: 3 clusters Score -3422526 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 22737 members 
Entering Unmasked Estep 
Score: -3422527.500000 Penalty: 5058.089355
	Iteration 51Q: 3 clusters Score -3422528 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 22747 members 
Entering Unmasked Estep 
Score: -3422532.250000 Penalty: 5058.089355
	Iteration 52Q: 3 clusters Score -3422532 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 22758 members 
Entering Unmasked Estep 
Score: -3422529.000000 Penalty: 5058.089355
	Iteration 53Q: 3 clusters Score -3422529 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 22766 members 
Entering Unmasked Estep 
Score: -3422521.250000 Penalty: 5058.089355
	Iteration 54Q: 3 clusters Score -3422521 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 22776 members 
Entering Unmasked Estep 
Score: -3422532.250000 Penalty: 5058.089355
	Iteration 55Q: 3 clusters Score -3422532 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 22788 members 
Entering Unmasked Estep 
Score: -3422528.750000 Penalty: 5058.089355
	Iteration 56Q: 3 clusters Score -3422529 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 22801 members 
Entering Unmasked Estep 
Score: -3422534.250000 Penalty: 5058.089355
	Iteration 57Q: 3 clusters Score -3422534 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 22809 members 
Entering Unmasked Estep 
Score: -3422540.000000 Penalty: 5058.089355
	Iteration 58Q: 3 clusters Score -3422540 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 22817 members 
Entering Unmasked Estep 
Score: -3422539.000000 Penalty: 5058.089355
	Iteration 59Q: 3 clusters Score -3422539 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 22829 members 
Entering Unmasked Estep 
Score: -3422537.500000 Penalty: 5058.089355
	Iteration 60F: 3 clusters Score -3422538 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 22843 members 
Entering Unmasked Estep 
Score: -3422538.500000 Penalty: 5058.089355
	Iteration 61Q: 3 clusters Score -3422538 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 22851 members 
Entering Unmasked Estep 
Score: -3422543.250000 Penalty: 5058.089355
	Iteration 62Q: 3 clusters Score -3422543 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 22859 members 
Entering Unmasked Estep 
Score: -3422539.250000 Penalty: 5058.089355
	Iteration 63Q: 3 clusters Score -3422539 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 22870 members 
Entering Unmasked Estep 
Score: -3422539.000000 Penalty: 5058.089355
	Iteration 64Q: 3 clusters Score -3422539 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 22877 members 
Entering Unmasked Estep 
Score: -3422546.250000 Penalty: 5058.089355
	Iteration 65Q: 3 clusters Score -3422546 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 22883 members 
Entering Unmasked Estep 
Score: -3422547.500000 Penalty: 5058.089355
	Iteration 66Q: 3 clusters Score -3422548 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 22889 members 
Entering Unmasked Estep 
Score: -3422546.750000 Penalty: 5058.089355
	Iteration 67Q: 3 clusters Score -3422547 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 22893 members 
Entering Unmasked Estep 
Score: -3422546.000000 Penalty: 5058.089355
	Iteration 68Q: 3 clusters Score -3422546 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 22898 members 
Entering Unmasked Estep 
Score: -3422547.750000 Penalty: 5058.089355
	Iteration 69Q: 3 clusters Score -3422548 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 22903 members 
Entering Unmasked Estep 
Score: -3422546.750000 Penalty: 5058.089355
	Iteration 70Q: 3 clusters Score -3422547 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 22907 members 
Entering Unmasked Estep 
Score: -3422544.250000 Penalty: 5058.089355
	Iteration 71Q: 3 clusters Score -3422544 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 22912 members 
Entering Unmasked Estep 
Score: -3422549.000000 Penalty: 5058.089355
	Iteration 72Q: 3 clusters Score -3422549 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 22916 members 
Entering Unmasked Estep 
Score: -3422545.250000 Penalty: 5058.089355
	Iteration 73Q: 3 clusters Score -3422545 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 22922 members 
Entering Unmasked Estep 
Score: -3422549.250000 Penalty: 5058.089355
	Iteration 74Q: 3 clusters Score -3422549 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 22926 members 
Entering Unmasked Estep 
Score: -3422550.500000 Penalty: 5058.089355
	Iteration 75Q: 3 clusters Score -3422550 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 22931 members 
Entering Unmasked Estep 
Score: -3422547.750000 Penalty: 5058.089355
	Iteration 76Q: 3 clusters Score -3422548 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 22934 members 
Entering Unmasked Estep 
Score: -3422546.750000 Penalty: 5058.089355
	Iteration 77Q: 3 clusters Score -3422547 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 22938 members 
Entering Unmasked Estep 
Score: -3422544.500000 Penalty: 5058.089355
	Iteration 78Q: 3 clusters Score -3422544 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 22940 members 
Entering Unmasked Estep 
Score: -3422541.000000 Penalty: 5058.089355
	Iteration 79Q: 3 clusters Score -3422541 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 22941 members 
Entering Unmasked Estep 
Score: -3422543.500000 Penalty: 5058.089355
	Iteration 80F: 3 clusters Score -3422544 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 22942 members 
Entering Unmasked Estep 
Score: -3422545.250000 Penalty: 5058.089355
	Iteration 81Q: 3 clusters Score -3422545 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 22945 members 
Entering Unmasked Estep 
Score: -3422542.250000 Penalty: 5058.089355
	Iteration 82Q: 3 clusters Score -3422542 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 22950 members 
Entering Unmasked Estep 
Score: -3422544.500000 Penalty: 5058.089355
	Iteration 83Q: 3 clusters Score -3422544 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 22954 members 
Entering Unmasked Estep 
Score: -3422545.750000 Penalty: 5058.089355
	Iteration 84Q: 3 clusters Score -3422546 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 22957 members 
Entering Unmasked Estep 
Score: -3422548.500000 Penalty: 5058.089355
	Iteration 85Q: 3 clusters Score -3422548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 22959 members 
Entering Unmasked Estep 
Score: -3422545.500000 Penalty: 5058.089355
	Iteration 86Q: 3 clusters Score -3422546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 22961 members 
Entering Unmasked Estep 
Score: -3422545.750000 Penalty: 5058.089355
	Iteration 87Q: 3 clusters Score -3422546 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 22961 members 
Entering Unmasked Estep 
Score: -3422545.750000 Penalty: 5058.089355
	Iteration 88F: 3 clusters Score -3422546 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Entering Unmasked Estep 
Score: -20891.148438 Penalty: 1394.756348
	Iteration 0F: 2 clusters Score -20891.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -19880.703125 Penalty: 2789.512695
	Iteration 0F: 3 clusters Score -19880.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -20199.626953 Penalty: 2789.512695
	Iteration 1F: 3 clusters Score -20199.63 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -20401.367188 Penalty: 2789.512695
	Iteration 2F: 3 clusters Score -20401.37 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -20704.888672 Penalty: 2789.512695
	Iteration 3Q: 3 clusters Score -20704.89 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -21237.330078 Penalty: 2789.512695
	Iteration 4Q: 3 clusters Score -21237.33 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -21475.480469 Penalty: 2789.512695
	Iteration 5Q: 3 clusters Score -21475.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -21550.216797 Penalty: 2789.512695
	Iteration 6Q: 3 clusters Score -21550.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -21566.531250 Penalty: 2789.512695
	Iteration 7Q: 3 clusters Score -21566.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -21572.570312 Penalty: 2789.512695
	Iteration 8Q: 3 clusters Score -21572.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -21573.314453 Penalty: 2789.512695
	Iteration 9F: 3 clusters Score -21573.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -21601.228516 Penalty: 2789.512695
	Iteration 10Q: 3 clusters Score -21601.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -21620.824219 Penalty: 2789.512695
	Iteration 11Q: 3 clusters Score -21620.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -21620.824219 Penalty: 2789.512695
	Iteration 12F: 3 clusters Score -21620.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22667 members 
Mstep: Class 2 contains 4097 members 
Mstep: Class 3 contains 1074 members 
Mstep: Class 4 contains 223867 members 
Mstep: Class 5 contains 4104 members 
Mstep: Class 6 contains 2304 members 
Mstep: Class 7 contains 9370 members 
Mstep: Class 8 contains 13917 members 
Mstep: Class 9 contains 7484 members 
Mstep: Class 10 contains 27209 members 
Mstep: Class 11 contains 11623 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 13 contains 3501 members 
Mstep: Class 14 contains 36420 members 
Mstep: Class 15 contains 181331 members 
Mstep: Class 16 contains 23105 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 9965 members 
Mstep: Class 19 contains 164797 members 
Mstep: Class 20 contains 55134 members 
Mstep: Class 21 contains 2424 members 
Mstep: Class 22 contains 686 members 
Mstep: Class 23 contains 4373 members 
Mstep: Class 24 contains 3309 members 
Mstep: Class 25 contains 38649 members 
Mstep: Class 26 contains 60626 members 
Mstep: Class 27 contains 28772 members 
Mstep: Class 28 contains 470 members 
Mstep: Class 29 contains 42863 members 
Mstep: Class 30 contains 10848 members 
Mstep: Class 31 contains 6551 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8485 members 
Mstep: Class 34 contains 437 members 
Mstep: Class 35 contains 3414 members 
Mstep: Class 36 contains 8305 members 
Mstep: Class 37 contains 3934 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1867 members 
Mstep: Class 40 contains 19220 members 
Mstep: Class 41 contains 424 members 
Mstep: Class 42 contains 3011 members 
Mstep: Class 43 contains 3655 members 
Mstep: Class 44 contains 1401 members 
Mstep: Class 45 contains 22188 members 
Mstep: Class 46 contains 13082 members 
Mstep: Class 47 contains 306 members 
Mstep: Class 48 contains 7925 members 
Mstep: Class 49 contains 26843 members 
Mstep: Class 50 contains 80 members 
Mstep: Class 51 contains 616 members 
Mstep: Class 52 contains 309 members 
Mstep: Class 53 contains 3100 members 
Mstep: Class 54 contains 347 members 
Mstep: Class 55 contains 4796 members 
Mstep: Class 56 contains 17273 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 284 members 
Mstep: Class 60 contains 4819 members 
Mstep: Class 61 contains 1768 members 
Mstep: Class 62 contains 1052 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 8194 members 
Mstep: Class 65 contains 503 members 
Mstep: Class 66 contains 665 members 
Mstep: Class 67 contains 2648 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 711 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 7214 members 
Mstep: Class 75 contains 892 members 
Mstep: Class 76 contains 504 members 
Mstep: Class 77 contains 631 members 
Mstep: Class 78 contains 197 members 
Entering Unmasked Estep 
Score: -147545568.000000 Penalty: 270583.718750
Splitting cluster 50 changes total score from -147546992.000000 to -147545568.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 51 (616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Entering Unmasked Estep 
Score: -88748.562500 Penalty: 1592.965210
	Iteration 0F: 2 clusters Score -88748.56 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 287 members 
Entering Unmasked Estep 
Score: -87313.109375 Penalty: 3185.930420
	Iteration 0F: 3 clusters Score -87313.11 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -88010.320312 Penalty: 3185.930420
	Iteration 1F: 3 clusters Score -88010.32 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -88261.554688 Penalty: 3185.930420
	Iteration 2F: 3 clusters Score -88261.55 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -88421.968750 Penalty: 3185.930420
	Iteration 3F: 3 clusters Score -88421.97 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -88586.523438 Penalty: 3185.930420
	Iteration 4Q: 3 clusters Score -88586.52 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -88656.179688 Penalty: 3185.930420
	Iteration 5Q: 3 clusters Score -88656.18 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -88738.070312 Penalty: 3185.930420
	Iteration 6Q: 3 clusters Score -88738.07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -88843.585938 Penalty: 3185.930420
	Iteration 7Q: 3 clusters Score -88843.59 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -88944.148438 Penalty: 3185.930420
	Iteration 8Q: 3 clusters Score -88944.15 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -88990.984375 Penalty: 3185.930420
	Iteration 9Q: 3 clusters Score -88990.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -89016.539062 Penalty: 3185.930420
	Iteration 10Q: 3 clusters Score -89016.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -89018.546875 Penalty: 3185.930420
	Iteration 11Q: 3 clusters Score -89018.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -89022.625000 Penalty: 3185.930420
	Iteration 12F: 3 clusters Score -89022.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -89039.664062 Penalty: 3185.930420
	Iteration 13Q: 3 clusters Score -89039.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -89082.273438 Penalty: 3185.930420
	Iteration 14Q: 3 clusters Score -89082.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -89091.921875 Penalty: 3185.930420
	Iteration 15Q: 3 clusters Score -89091.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -89091.921875 Penalty: 3185.930420
	Iteration 16F: 3 clusters Score -89091.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22667 members 
Mstep: Class 2 contains 4097 members 
Mstep: Class 3 contains 1074 members 
Mstep: Class 4 contains 223867 members 
Mstep: Class 5 contains 4104 members 
Mstep: Class 6 contains 2304 members 
Mstep: Class 7 contains 9370 members 
Mstep: Class 8 contains 13917 members 
Mstep: Class 9 contains 7484 members 
Mstep: Class 10 contains 27209 members 
Mstep: Class 11 contains 11623 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 13 contains 3501 members 
Mstep: Class 14 contains 36420 members 
Mstep: Class 15 contains 181331 members 
Mstep: Class 16 contains 23105 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 9965 members 
Mstep: Class 19 contains 164797 members 
Mstep: Class 20 contains 55134 members 
Mstep: Class 21 contains 2424 members 
Mstep: Class 22 contains 686 members 
Mstep: Class 23 contains 4373 members 
Mstep: Class 24 contains 3309 members 
Mstep: Class 25 contains 38649 members 
Mstep: Class 26 contains 60626 members 
Mstep: Class 27 contains 28772 members 
Mstep: Class 28 contains 470 members 
Mstep: Class 29 contains 42863 members 
Mstep: Class 30 contains 10848 members 
Mstep: Class 31 contains 6551 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8485 members 
Mstep: Class 34 contains 437 members 
Mstep: Class 35 contains 3414 members 
Mstep: Class 36 contains 8305 members 
Mstep: Class 37 contains 3934 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1867 members 
Mstep: Class 40 contains 19220 members 
Mstep: Class 41 contains 424 members 
Mstep: Class 42 contains 3011 members 
Mstep: Class 43 contains 3655 members 
Mstep: Class 44 contains 1401 members 
Mstep: Class 45 contains 22188 members 
Mstep: Class 46 contains 13082 members 
Mstep: Class 47 contains 306 members 
Mstep: Class 48 contains 7925 members 
Mstep: Class 49 contains 26843 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 270 members 
Mstep: Class 52 contains 309 members 
Mstep: Class 53 contains 3100 members 
Mstep: Class 54 contains 347 members 
Mstep: Class 55 contains 4796 members 
Mstep: Class 56 contains 17273 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 284 members 
Mstep: Class 60 contains 4819 members 
Mstep: Class 61 contains 1768 members 
Mstep: Class 62 contains 1052 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 8194 members 
Mstep: Class 65 contains 503 members 
Mstep: Class 66 contains 665 members 
Mstep: Class 67 contains 2648 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 711 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 7214 members 
Mstep: Class 75 contains 892 members 
Mstep: Class 76 contains 504 members 
Mstep: Class 77 contains 631 members 
Mstep: Class 78 contains 346 members 
Entering Unmasked Estep 
Score: -147545168.000000 Penalty: 270583.718750
Splitting cluster 51 changes total score from -147546992.000000 to -147545168.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 52 (309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Entering Unmasked Estep 
Score: -40856.054688 Penalty: 1421.868652
	Iteration 0F: 2 clusters Score -40856.05 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 145 members 
Entering Unmasked Estep 
Score: -39614.546875 Penalty: 2843.737305
	Iteration 0F: 3 clusters Score -39614.55 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -39977.511719 Penalty: 2843.737305
	Iteration 1F: 3 clusters Score -39977.51 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -40260.683594 Penalty: 2843.737305
	Iteration 2F: 3 clusters Score -40260.68 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -40447.585938 Penalty: 2843.737305
	Iteration 3Q: 3 clusters Score -40447.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -40511.210938 Penalty: 2843.737305
	Iteration 4Q: 3 clusters Score -40511.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -40577.484375 Penalty: 2843.737305
	Iteration 5Q: 3 clusters Score -40577.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -40623.386719 Penalty: 2843.737305
	Iteration 6Q: 3 clusters Score -40623.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -40666.832031 Penalty: 2843.737305
	Iteration 7Q: 3 clusters Score -40666.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -40688.968750 Penalty: 2843.737305
	Iteration 8Q: 3 clusters Score -40688.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -40688.968750 Penalty: 2843.737305
	Iteration 9F: 3 clusters Score -40688.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (3100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Entering Unmasked Estep 
Score: -390329.812500 Penalty: 1993.711182
	Iteration 0F: 2 clusters Score -390329.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -387064.593750 Penalty: 3987.422363
	Iteration 0F: 3 clusters Score -387064.6 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -387708.218750 Penalty: 3987.422363
	Iteration 1F: 3 clusters Score -387708.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -387842.781250 Penalty: 3987.422363
	Iteration 2F: 3 clusters Score -387842.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -387916.687500 Penalty: 3987.422363
	Iteration 3Q: 3 clusters Score -387916.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -387950.000000 Penalty: 3987.422363
	Iteration 4Q: 3 clusters Score -387950 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -387975.125000 Penalty: 3987.422363
	Iteration 5Q: 3 clusters Score -387975.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -387994.562500 Penalty: 3987.422363
	Iteration 6Q: 3 clusters Score -387994.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -388009.375000 Penalty: 3987.422363
	Iteration 7Q: 3 clusters Score -388009.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -388022.812500 Penalty: 3987.422363
	Iteration 8Q: 3 clusters Score -388022.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -388034.093750 Penalty: 3987.422363
	Iteration 9Q: 3 clusters Score -388034.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -388044.062500 Penalty: 3987.422363
	Iteration 10Q: 3 clusters Score -388044.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -388052.562500 Penalty: 3987.422363
	Iteration 11Q: 3 clusters Score -388052.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -388062.718750 Penalty: 3987.422363
	Iteration 12Q: 3 clusters Score -388062.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -388070.343750 Penalty: 3987.422363
	Iteration 13Q: 3 clusters Score -388070.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -388080.437500 Penalty: 3987.422363
	Iteration 14Q: 3 clusters Score -388080.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -388091.968750 Penalty: 3987.422363
	Iteration 15Q: 3 clusters Score -388092 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -388106.031250 Penalty: 3987.422363
	Iteration 16Q: 3 clusters Score -388106 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -388113.750000 Penalty: 3987.422363
	Iteration 17Q: 3 clusters Score -388113.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -388119.343750 Penalty: 3987.422363
	Iteration 18Q: 3 clusters Score -388119.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -388125.593750 Penalty: 3987.422363
	Iteration 19Q: 3 clusters Score -388125.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -388130.500000 Penalty: 3987.422363
	Iteration 20F: 3 clusters Score -388130.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -388134.343750 Penalty: 3987.422363
	Iteration 21Q: 3 clusters Score -388134.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -388142.375000 Penalty: 3987.422363
	Iteration 22Q: 3 clusters Score -388142.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -388151.187500 Penalty: 3987.422363
	Iteration 23Q: 3 clusters Score -388151.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -388155.843750 Penalty: 3987.422363
	Iteration 24Q: 3 clusters Score -388155.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -388160.093750 Penalty: 3987.422363
	Iteration 25Q: 3 clusters Score -388160.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -388167.437500 Penalty: 3987.422363
	Iteration 26Q: 3 clusters Score -388167.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -388172.343750 Penalty: 3987.422363
	Iteration 27Q: 3 clusters Score -388172.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -388173.593750 Penalty: 3987.422363
	Iteration 28Q: 3 clusters Score -388173.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -388175.500000 Penalty: 3987.422363
	Iteration 29Q: 3 clusters Score -388175.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -388177.687500 Penalty: 3987.422363
	Iteration 30Q: 3 clusters Score -388177.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -388179.625000 Penalty: 3987.422363
	Iteration 31Q: 3 clusters Score -388179.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -388180.593750 Penalty: 3987.422363
	Iteration 32Q: 3 clusters Score -388180.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -388184.468750 Penalty: 3987.422363
	Iteration 33Q: 3 clusters Score -388184.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -388186.687500 Penalty: 3987.422363
	Iteration 34Q: 3 clusters Score -388186.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -388187.343750 Penalty: 3987.422363
	Iteration 35Q: 3 clusters Score -388187.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -388188.937500 Penalty: 3987.422363
	Iteration 36Q: 3 clusters Score -388188.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -388190.937500 Penalty: 3987.422363
	Iteration 37Q: 3 clusters Score -388190.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -388192.531250 Penalty: 3987.422363
	Iteration 38Q: 3 clusters Score -388192.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -388197.312500 Penalty: 3987.422363
	Iteration 39Q: 3 clusters Score -388197.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -388200.875000 Penalty: 3987.422363
	Iteration 40F: 3 clusters Score -388200.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -388201.437500 Penalty: 3987.422363
	Iteration 41Q: 3 clusters Score -388201.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -388202.750000 Penalty: 3987.422363
	Iteration 42Q: 3 clusters Score -388202.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -388204.437500 Penalty: 3987.422363
	Iteration 43Q: 3 clusters Score -388204.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -388205.718750 Penalty: 3987.422363
	Iteration 44Q: 3 clusters Score -388205.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -388206.968750 Penalty: 3987.422363
	Iteration 45Q: 3 clusters Score -388207 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -388207.312500 Penalty: 3987.422363
	Iteration 46Q: 3 clusters Score -388207.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -388209.281250 Penalty: 3987.422363
	Iteration 47Q: 3 clusters Score -388209.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -388210.250000 Penalty: 3987.422363
	Iteration 48Q: 3 clusters Score -388210.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -388211.156250 Penalty: 3987.422363
	Iteration 49Q: 3 clusters Score -388211.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -388211.906250 Penalty: 3987.422363
	Iteration 50Q: 3 clusters Score -388211.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -388211.906250 Penalty: 3987.422363
	Iteration 51Q: 3 clusters Score -388211.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -388211.687500 Penalty: 3987.422363
	Iteration 52Q: 3 clusters Score -388211.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -388211.687500 Penalty: 3987.422363
	Iteration 53F: 3 clusters Score -388211.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Entering Unmasked Estep 
Score: -51667.664062 Penalty: 1450.632568
	Iteration 0F: 2 clusters Score -51667.66 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 172 members 
Entering Unmasked Estep 
Score: -50345.292969 Penalty: 2901.265137
	Iteration 0F: 3 clusters Score -50345.29 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -50547.906250 Penalty: 2901.265137
	Iteration 1F: 3 clusters Score -50547.91 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -50673.375000 Penalty: 2901.265137
	Iteration 2F: 3 clusters Score -50673.38 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -50882.449219 Penalty: 2901.265137
	Iteration 3F: 3 clusters Score -50882.45 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -51076.617188 Penalty: 2901.265137
	Iteration 4Q: 3 clusters Score -51076.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -51166.308594 Penalty: 2901.265137
	Iteration 5Q: 3 clusters Score -51166.31 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -51305.535156 Penalty: 2901.265137
	Iteration 6Q: 3 clusters Score -51305.54 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -51386.550781 Penalty: 2901.265137
	Iteration 7Q: 3 clusters Score -51386.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -51430.582031 Penalty: 2901.265137
	Iteration 8Q: 3 clusters Score -51430.58 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -51494.851562 Penalty: 2901.265137
	Iteration 9Q: 3 clusters Score -51494.85 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -51560.058594 Penalty: 2901.265137
	Iteration 10Q: 3 clusters Score -51560.06 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -51611.894531 Penalty: 2901.265137
	Iteration 11Q: 3 clusters Score -51611.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -51651.011719 Penalty: 2901.265137
	Iteration 12Q: 3 clusters Score -51651.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -51698.531250 Penalty: 2901.265137
	Iteration 13Q: 3 clusters Score -51698.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -51716.980469 Penalty: 2901.265137
	Iteration 14Q: 3 clusters Score -51716.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -51719.152344 Penalty: 2901.265137
	Iteration 15F: 3 clusters Score -51719.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -51725.781250 Penalty: 2901.265137
	Iteration 16Q: 3 clusters Score -51725.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -51735.140625 Penalty: 2901.265137
	Iteration 17Q: 3 clusters Score -51735.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -51738.433594 Penalty: 2901.265137
	Iteration 18Q: 3 clusters Score -51738.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -51752.316406 Penalty: 2901.265137
	Iteration 19Q: 3 clusters Score -51752.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -51754.796875 Penalty: 2901.265137
	Iteration 20F: 3 clusters Score -51754.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22667 members 
Mstep: Class 2 contains 4097 members 
Mstep: Class 3 contains 1074 members 
Mstep: Class 4 contains 223867 members 
Mstep: Class 5 contains 4104 members 
Mstep: Class 6 contains 2304 members 
Mstep: Class 7 contains 9370 members 
Mstep: Class 8 contains 13917 members 
Mstep: Class 9 contains 7484 members 
Mstep: Class 10 contains 27209 members 
Mstep: Class 11 contains 11623 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 13 contains 3501 members 
Mstep: Class 14 contains 36420 members 
Mstep: Class 15 contains 181331 members 
Mstep: Class 16 contains 23105 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 9965 members 
Mstep: Class 19 contains 164797 members 
Mstep: Class 20 contains 55134 members 
Mstep: Class 21 contains 2424 members 
Mstep: Class 22 contains 686 members 
Mstep: Class 23 contains 4373 members 
Mstep: Class 24 contains 3309 members 
Mstep: Class 25 contains 38649 members 
Mstep: Class 26 contains 60626 members 
Mstep: Class 27 contains 28772 members 
Mstep: Class 28 contains 470 members 
Mstep: Class 29 contains 42863 members 
Mstep: Class 30 contains 10848 members 
Mstep: Class 31 contains 6551 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8485 members 
Mstep: Class 34 contains 437 members 
Mstep: Class 35 contains 3414 members 
Mstep: Class 36 contains 8305 members 
Mstep: Class 37 contains 3934 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1867 members 
Mstep: Class 40 contains 19220 members 
Mstep: Class 41 contains 424 members 
Mstep: Class 42 contains 3011 members 
Mstep: Class 43 contains 3655 members 
Mstep: Class 44 contains 1401 members 
Mstep: Class 45 contains 22188 members 
Mstep: Class 46 contains 13082 members 
Mstep: Class 47 contains 306 members 
Mstep: Class 48 contains 7925 members 
Mstep: Class 49 contains 26843 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 616 members 
Mstep: Class 52 contains 309 members 
Mstep: Class 53 contains 3100 members 
Mstep: Class 54 contains 207 members 
Mstep: Class 55 contains 4796 members 
Mstep: Class 56 contains 17273 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 284 members 
Mstep: Class 60 contains 4819 members 
Mstep: Class 61 contains 1768 members 
Mstep: Class 62 contains 1052 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 8194 members 
Mstep: Class 65 contains 503 members 
Mstep: Class 66 contains 665 members 
Mstep: Class 67 contains 2648 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 711 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 7214 members 
Mstep: Class 75 contains 892 members 
Mstep: Class 76 contains 504 members 
Mstep: Class 77 contains 631 members 
Mstep: Class 78 contains 140 members 
Entering Unmasked Estep 
Score: -147545024.000000 Penalty: 270583.718750
Splitting cluster 54 changes total score from -147546992.000000 to -147545024.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 55 (4796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Entering Unmasked Estep 
Score: -515612.343750 Penalty: 2101.933350
	Iteration 0F: 2 clusters Score -515612.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -511243.656250 Penalty: 4203.866699
	Iteration 0F: 3 clusters Score -511243.7 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -512508.531250 Penalty: 4203.866699
	Iteration 1F: 3 clusters Score -512508.5 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -512885.562500 Penalty: 4203.866699
	Iteration 2F: 3 clusters Score -512885.6 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -513169.593750 Penalty: 4203.866699
	Iteration 3F: 3 clusters Score -513169.6 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -513441.093750 Penalty: 4203.866699
	Iteration 4F: 3 clusters Score -513441.1 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -513655.843750 Penalty: 4203.866699
	Iteration 5F: 3 clusters Score -513655.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -513810.718750 Penalty: 4203.866699
	Iteration 6Q: 3 clusters Score -513810.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -513903.656250 Penalty: 4203.866699
	Iteration 7Q: 3 clusters Score -513903.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -513964.625000 Penalty: 4203.866699
	Iteration 8Q: 3 clusters Score -513964.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -514017.062500 Penalty: 4203.866699
	Iteration 9Q: 3 clusters Score -514017.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -514061.406250 Penalty: 4203.866699
	Iteration 10Q: 3 clusters Score -514061.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -514103.968750 Penalty: 4203.866699
	Iteration 11Q: 3 clusters Score -514104 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -514135.218750 Penalty: 4203.866699
	Iteration 12Q: 3 clusters Score -514135.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -514170.718750 Penalty: 4203.866699
	Iteration 13Q: 3 clusters Score -514170.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -514200.312500 Penalty: 4203.866699
	Iteration 14Q: 3 clusters Score -514200.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -514226.312500 Penalty: 4203.866699
	Iteration 15Q: 3 clusters Score -514226.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -514246.062500 Penalty: 4203.866699
	Iteration 16Q: 3 clusters Score -514246.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -514267.093750 Penalty: 4203.866699
	Iteration 17Q: 3 clusters Score -514267.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -514286.250000 Penalty: 4203.866699
	Iteration 18Q: 3 clusters Score -514286.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -514303.375000 Penalty: 4203.866699
	Iteration 19Q: 3 clusters Score -514303.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -514316.093750 Penalty: 4203.866699
	Iteration 20F: 3 clusters Score -514316.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -514324.343750 Penalty: 4203.866699
	Iteration 21Q: 3 clusters Score -514324.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -514330.187500 Penalty: 4203.866699
	Iteration 22Q: 3 clusters Score -514330.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -514333.625000 Penalty: 4203.866699
	Iteration 23Q: 3 clusters Score -514333.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -514335.125000 Penalty: 4203.866699
	Iteration 24Q: 3 clusters Score -514335.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -514338.593750 Penalty: 4203.866699
	Iteration 25Q: 3 clusters Score -514338.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -514341.750000 Penalty: 4203.866699
	Iteration 26Q: 3 clusters Score -514341.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -514343.593750 Penalty: 4203.866699
	Iteration 27Q: 3 clusters Score -514343.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -514344.781250 Penalty: 4203.866699
	Iteration 28Q: 3 clusters Score -514344.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -514344.812500 Penalty: 4203.866699
	Iteration 29Q: 3 clusters Score -514344.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -514346.687500 Penalty: 4203.866699
	Iteration 30Q: 3 clusters Score -514346.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -514347.156250 Penalty: 4203.866699
	Iteration 31Q: 3 clusters Score -514347.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -514347.875000 Penalty: 4203.866699
	Iteration 32Q: 3 clusters Score -514347.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -514347.875000 Penalty: 4203.866699
	Iteration 33F: 3 clusters Score -514347.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (17273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17273 members 
Entering Unmasked Estep 
Score: -2206665.000000 Penalty: 2419.711182
	Iteration 0F: 2 clusters Score -2206665 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -2194371.250000 Penalty: 4839.422363
	Iteration 0F: 3 clusters Score -2194371 nChanged 7473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -2198302.500000 Penalty: 4839.422363
	Iteration 1F: 3 clusters Score -2198302 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -2198618.250000 Penalty: 4839.422363
	Iteration 2F: 3 clusters Score -2198618 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -2198849.000000 Penalty: 4839.422363
	Iteration 3Q: 3 clusters Score -2198849 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -2199053.250000 Penalty: 4839.422363
	Iteration 4Q: 3 clusters Score -2199053 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -2199269.750000 Penalty: 4839.422363
	Iteration 5Q: 3 clusters Score -2199270 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -2199433.750000 Penalty: 4839.422363
	Iteration 6Q: 3 clusters Score -2199434 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -2199574.250000 Penalty: 4839.422363
	Iteration 7Q: 3 clusters Score -2199574 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -2199702.250000 Penalty: 4839.422363
	Iteration 8Q: 3 clusters Score -2199702 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -2199812.000000 Penalty: 4839.422363
	Iteration 9Q: 3 clusters Score -2199812 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -2199935.500000 Penalty: 4839.422363
	Iteration 10Q: 3 clusters Score -2199936 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -2200086.750000 Penalty: 4839.422363
	Iteration 11Q: 3 clusters Score -2200087 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -2200270.750000 Penalty: 4839.422363
	Iteration 12Q: 3 clusters Score -2200271 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -2200491.000000 Penalty: 4839.422363
	Iteration 13Q: 3 clusters Score -2200491 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -2200781.500000 Penalty: 4839.422363
	Iteration 14Q: 3 clusters Score -2200782 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -2201138.500000 Penalty: 4839.422363
	Iteration 15Q: 3 clusters Score -2201138 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -2201580.250000 Penalty: 4839.422363
	Iteration 16Q: 3 clusters Score -2201580 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9391 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -2202079.250000 Penalty: 4839.422363
	Iteration 17Q: 3 clusters Score -2202079 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -2202514.250000 Penalty: 4839.422363
	Iteration 18Q: 3 clusters Score -2202514 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -2202843.500000 Penalty: 4839.422363
	Iteration 19Q: 3 clusters Score -2202844 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -2203030.500000 Penalty: 4839.422363
	Iteration 20F: 3 clusters Score -2203030 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -2203165.250000 Penalty: 4839.422363
	Iteration 21Q: 3 clusters Score -2203165 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -2203277.500000 Penalty: 4839.422363
	Iteration 22Q: 3 clusters Score -2203278 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -2203372.250000 Penalty: 4839.422363
	Iteration 23Q: 3 clusters Score -2203372 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10017 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -2203440.000000 Penalty: 4839.422363
	Iteration 24Q: 3 clusters Score -2203440 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10090 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -2203490.500000 Penalty: 4839.422363
	Iteration 25Q: 3 clusters Score -2203490 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10162 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -2203537.250000 Penalty: 4839.422363
	Iteration 26Q: 3 clusters Score -2203537 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10246 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -2203571.500000 Penalty: 4839.422363
	Iteration 27Q: 3 clusters Score -2203572 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10337 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -2203612.000000 Penalty: 4839.422363
	Iteration 28Q: 3 clusters Score -2203612 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10419 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -2203637.500000 Penalty: 4839.422363
	Iteration 29Q: 3 clusters Score -2203638 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10487 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -2203672.500000 Penalty: 4839.422363
	Iteration 30Q: 3 clusters Score -2203672 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10555 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -2203691.000000 Penalty: 4839.422363
	Iteration 31Q: 3 clusters Score -2203691 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10602 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -2203703.500000 Penalty: 4839.422363
	Iteration 32Q: 3 clusters Score -2203704 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -2203714.500000 Penalty: 4839.422363
	Iteration 33Q: 3 clusters Score -2203714 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10663 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -2203716.250000 Penalty: 4839.422363
	Iteration 34Q: 3 clusters Score -2203716 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10687 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -2203733.250000 Penalty: 4839.422363
	Iteration 35Q: 3 clusters Score -2203733 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10712 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -2203749.250000 Penalty: 4839.422363
	Iteration 36Q: 3 clusters Score -2203749 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10746 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -2203760.000000 Penalty: 4839.422363
	Iteration 37Q: 3 clusters Score -2203760 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10769 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -2203771.250000 Penalty: 4839.422363
	Iteration 38Q: 3 clusters Score -2203771 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10789 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -2203768.500000 Penalty: 4839.422363
	Iteration 39Q: 3 clusters Score -2203768 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10819 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -2203771.750000 Penalty: 4839.422363
	Iteration 40F: 3 clusters Score -2203772 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10838 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -2203778.000000 Penalty: 4839.422363
	Iteration 41Q: 3 clusters Score -2203778 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10863 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -2203784.250000 Penalty: 4839.422363
	Iteration 42Q: 3 clusters Score -2203784 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10888 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -2203789.000000 Penalty: 4839.422363
	Iteration 43Q: 3 clusters Score -2203789 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10918 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -2203799.250000 Penalty: 4839.422363
	Iteration 44Q: 3 clusters Score -2203799 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10941 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -2203800.000000 Penalty: 4839.422363
	Iteration 45Q: 3 clusters Score -2203800 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10962 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -2203800.500000 Penalty: 4839.422363
	Iteration 46Q: 3 clusters Score -2203800 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10987 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -2203805.500000 Penalty: 4839.422363
	Iteration 47Q: 3 clusters Score -2203806 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11003 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -2203809.500000 Penalty: 4839.422363
	Iteration 48Q: 3 clusters Score -2203810 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11023 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -2203811.750000 Penalty: 4839.422363
	Iteration 49Q: 3 clusters Score -2203812 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -2203814.750000 Penalty: 4839.422363
	Iteration 50Q: 3 clusters Score -2203815 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -2203817.250000 Penalty: 4839.422363
	Iteration 51Q: 3 clusters Score -2203817 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11081 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -2203822.000000 Penalty: 4839.422363
	Iteration 52Q: 3 clusters Score -2203822 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11096 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -2203823.750000 Penalty: 4839.422363
	Iteration 53Q: 3 clusters Score -2203824 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11114 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -2203823.750000 Penalty: 4839.422363
	Iteration 54Q: 3 clusters Score -2203824 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11130 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -2203830.000000 Penalty: 4839.422363
	Iteration 55Q: 3 clusters Score -2203830 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11148 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -2203829.250000 Penalty: 4839.422363
	Iteration 56Q: 3 clusters Score -2203829 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -2203830.500000 Penalty: 4839.422363
	Iteration 57Q: 3 clusters Score -2203830 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11169 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -2203833.000000 Penalty: 4839.422363
	Iteration 58Q: 3 clusters Score -2203833 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11170 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -2203836.250000 Penalty: 4839.422363
	Iteration 59Q: 3 clusters Score -2203836 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11176 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -2203839.250000 Penalty: 4839.422363
	Iteration 60F: 3 clusters Score -2203839 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11182 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -2203843.000000 Penalty: 4839.422363
	Iteration 61Q: 3 clusters Score -2203843 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11188 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -2203845.500000 Penalty: 4839.422363
	Iteration 62Q: 3 clusters Score -2203846 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11194 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -2203844.250000 Penalty: 4839.422363
	Iteration 63Q: 3 clusters Score -2203844 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11201 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -2203845.500000 Penalty: 4839.422363
	Iteration 64Q: 3 clusters Score -2203846 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11205 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -2203848.500000 Penalty: 4839.422363
	Iteration 65Q: 3 clusters Score -2203848 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11209 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -2203845.500000 Penalty: 4839.422363
	Iteration 66Q: 3 clusters Score -2203846 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11211 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -2203848.500000 Penalty: 4839.422363
	Iteration 67Q: 3 clusters Score -2203848 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11214 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -2203845.500000 Penalty: 4839.422363
	Iteration 68Q: 3 clusters Score -2203846 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11215 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -2203844.250000 Penalty: 4839.422363
	Iteration 69Q: 3 clusters Score -2203844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11217 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -2203842.500000 Penalty: 4839.422363
	Iteration 70Q: 3 clusters Score -2203842 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11217 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -2203842.500000 Penalty: 4839.422363
	Iteration 71F: 3 clusters Score -2203842 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Entering Unmasked Estep 
Score: -68800.750000 Penalty: 1524.820190
	Iteration 0F: 2 clusters Score -68800.75 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 238 members 
Entering Unmasked Estep 
Score: -67370.414062 Penalty: 3049.640381
	Iteration 0F: 3 clusters Score -67370.41 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -67682.750000 Penalty: 3049.640381
	Iteration 1F: 3 clusters Score -67682.75 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -67814.164062 Penalty: 3049.640381
	Iteration 2F: 3 clusters Score -67814.16 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -67942.382812 Penalty: 3049.640381
	Iteration 3F: 3 clusters Score -67942.38 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -68071.429688 Penalty: 3049.640381
	Iteration 4Q: 3 clusters Score -68071.43 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -68158.531250 Penalty: 3049.640381
	Iteration 5Q: 3 clusters Score -68158.53 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -68195.523438 Penalty: 3049.640381
	Iteration 6Q: 3 clusters Score -68195.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -68236.343750 Penalty: 3049.640381
	Iteration 7Q: 3 clusters Score -68236.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -68250.664062 Penalty: 3049.640381
	Iteration 8Q: 3 clusters Score -68250.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -68280.562500 Penalty: 3049.640381
	Iteration 9Q: 3 clusters Score -68280.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -68291.945312 Penalty: 3049.640381
	Iteration 10Q: 3 clusters Score -68291.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -68308.609375 Penalty: 3049.640381
	Iteration 11Q: 3 clusters Score -68308.61 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -68376.078125 Penalty: 3049.640381
	Iteration 12Q: 3 clusters Score -68376.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -68418.015625 Penalty: 3049.640381
	Iteration 13Q: 3 clusters Score -68418.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -68524.031250 Penalty: 3049.640381
	Iteration 14Q: 3 clusters Score -68524.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -68604.437500 Penalty: 3049.640381
	Iteration 15Q: 3 clusters Score -68604.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -68626.937500 Penalty: 3049.640381
	Iteration 16Q: 3 clusters Score -68626.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -68673.617188 Penalty: 3049.640381
	Iteration 17Q: 3 clusters Score -68673.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -68704.796875 Penalty: 3049.640381
	Iteration 18Q: 3 clusters Score -68704.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -68838.570312 Penalty: 3049.640381
	Iteration 19Q: 3 clusters Score -68838.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -69111.359375 Penalty: 3049.640381
	Iteration 20F: 3 clusters Score -69111.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -69413.046875 Penalty: 3049.640381
	Iteration 21Q: 3 clusters Score -69413.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -69419.421875 Penalty: 3049.640381
	Iteration 22Q: 3 clusters Score -69419.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -69478.367188 Penalty: 3049.640381
	Iteration 23Q: 3 clusters Score -69478.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -69494.781250 Penalty: 3049.640381
	Iteration 24Q: 3 clusters Score -69494.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -69494.781250 Penalty: 3049.640381
	Iteration 25F: 3 clusters Score -69494.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22667 members 
Mstep: Class 2 contains 4097 members 
Mstep: Class 3 contains 1074 members 
Mstep: Class 4 contains 223867 members 
Mstep: Class 5 contains 4104 members 
Mstep: Class 6 contains 2304 members 
Mstep: Class 7 contains 9370 members 
Mstep: Class 8 contains 13917 members 
Mstep: Class 9 contains 7484 members 
Mstep: Class 10 contains 27209 members 
Mstep: Class 11 contains 11623 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 13 contains 3501 members 
Mstep: Class 14 contains 36420 members 
Mstep: Class 15 contains 181331 members 
Mstep: Class 16 contains 23105 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 9965 members 
Mstep: Class 19 contains 164797 members 
Mstep: Class 20 contains 55134 members 
Mstep: Class 21 contains 2424 members 
Mstep: Class 22 contains 686 members 
Mstep: Class 23 contains 4373 members 
Mstep: Class 24 contains 3309 members 
Mstep: Class 25 contains 38649 members 
Mstep: Class 26 contains 60626 members 
Mstep: Class 27 contains 28772 members 
Mstep: Class 28 contains 470 members 
Mstep: Class 29 contains 42863 members 
Mstep: Class 30 contains 10848 members 
Mstep: Class 31 contains 6551 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8485 members 
Mstep: Class 34 contains 437 members 
Mstep: Class 35 contains 3414 members 
Mstep: Class 36 contains 8305 members 
Mstep: Class 37 contains 3934 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1867 members 
Mstep: Class 40 contains 19220 members 
Mstep: Class 41 contains 424 members 
Mstep: Class 42 contains 3011 members 
Mstep: Class 43 contains 3655 members 
Mstep: Class 44 contains 1401 members 
Mstep: Class 45 contains 22188 members 
Mstep: Class 46 contains 13082 members 
Mstep: Class 47 contains 306 members 
Mstep: Class 48 contains 7925 members 
Mstep: Class 49 contains 26843 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 616 members 
Mstep: Class 52 contains 309 members 
Mstep: Class 53 contains 3100 members 
Mstep: Class 54 contains 347 members 
Mstep: Class 55 contains 4796 members 
Mstep: Class 56 contains 17273 members 
Mstep: Class 57 contains 280 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 284 members 
Mstep: Class 60 contains 4819 members 
Mstep: Class 61 contains 1768 members 
Mstep: Class 62 contains 1052 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 8194 members 
Mstep: Class 65 contains 503 members 
Mstep: Class 66 contains 665 members 
Mstep: Class 67 contains 2648 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 711 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 7214 members 
Mstep: Class 75 contains 892 members 
Mstep: Class 76 contains 504 members 
Mstep: Class 77 contains 631 members 
Mstep: Class 78 contains 188 members 
Entering Unmasked Estep 
Score: -147545760.000000 Penalty: 270583.718750
Splitting cluster 57 changes total score from -147546992.000000 to -147545760.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 58 (405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Entering Unmasked Estep 
Score: -56136.066406 Penalty: 1488.963989
	Iteration 0F: 2 clusters Score -56136.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -54784.718750 Penalty: 2977.927979
	Iteration 0F: 3 clusters Score -54784.72 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -55027.089844 Penalty: 2977.927979
	Iteration 1F: 3 clusters Score -55027.09 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -55216.019531 Penalty: 2977.927979
	Iteration 2F: 3 clusters Score -55216.02 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -55359.207031 Penalty: 2977.927979
	Iteration 3Q: 3 clusters Score -55359.21 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -55469.375000 Penalty: 2977.927979
	Iteration 4F: 3 clusters Score -55469.38 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -55574.468750 Penalty: 2977.927979
	Iteration 5Q: 3 clusters Score -55574.47 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -55642.101562 Penalty: 2977.927979
	Iteration 6Q: 3 clusters Score -55642.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -55712.093750 Penalty: 2977.927979
	Iteration 7Q: 3 clusters Score -55712.09 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -55828.289062 Penalty: 2977.927979
	Iteration 8Q: 3 clusters Score -55828.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -55949.320312 Penalty: 2977.927979
	Iteration 9Q: 3 clusters Score -55949.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -55985.203125 Penalty: 2977.927979
	Iteration 10Q: 3 clusters Score -55985.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -55990.632812 Penalty: 2977.927979
	Iteration 11Q: 3 clusters Score -55990.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -55992.468750 Penalty: 2977.927979
	Iteration 12Q: 3 clusters Score -55992.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -55992.468750 Penalty: 2977.927979
	Iteration 13F: 3 clusters Score -55992.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Entering Unmasked Estep 
Score: -38100.453125 Penalty: 1400.945679
	Iteration 0F: 2 clusters Score -38100.45 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 141 members 
Entering Unmasked Estep 
Score: -36902.765625 Penalty: 2801.891357
	Iteration 0F: 3 clusters Score -36902.77 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -37165.085938 Penalty: 2801.891357
	Iteration 1F: 3 clusters Score -37165.09 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -37251.355469 Penalty: 2801.891357
	Iteration 2Q: 3 clusters Score -37251.36 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -37321.359375 Penalty: 2801.891357
	Iteration 3Q: 3 clusters Score -37321.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -37353.562500 Penalty: 2801.891357
	Iteration 4Q: 3 clusters Score -37353.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -37376.363281 Penalty: 2801.891357
	Iteration 5Q: 3 clusters Score -37376.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -37384.343750 Penalty: 2801.891357
	Iteration 6Q: 3 clusters Score -37384.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -37392.203125 Penalty: 2801.891357
	Iteration 7Q: 3 clusters Score -37392.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -37398.613281 Penalty: 2801.891357
	Iteration 8Q: 3 clusters Score -37398.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -37421.792969 Penalty: 2801.891357
	Iteration 9Q: 3 clusters Score -37421.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -37443.593750 Penalty: 2801.891357
	Iteration 10Q: 3 clusters Score -37443.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -37443.593750 Penalty: 2801.891357
	Iteration 11F: 3 clusters Score -37443.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (4819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Entering Unmasked Estep 
Score: -610333.875000 Penalty: 2103.119873
	Iteration 0F: 2 clusters Score -610333.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -605908.687500 Penalty: 4206.239746
	Iteration 0F: 3 clusters Score -605908.7 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -606899.437500 Penalty: 4206.239746
	Iteration 1F: 3 clusters Score -606899.4 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -607090.937500 Penalty: 4206.239746
	Iteration 2F: 3 clusters Score -607090.9 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -607214.062500 Penalty: 4206.239746
	Iteration 3Q: 3 clusters Score -607214.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -607295.875000 Penalty: 4206.239746
	Iteration 4Q: 3 clusters Score -607295.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -607392.062500 Penalty: 4206.239746
	Iteration 5Q: 3 clusters Score -607392.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -607479.687500 Penalty: 4206.239746
	Iteration 6Q: 3 clusters Score -607479.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -607569.687500 Penalty: 4206.239746
	Iteration 7Q: 3 clusters Score -607569.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -607659.312500 Penalty: 4206.239746
	Iteration 8Q: 3 clusters Score -607659.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -607737.250000 Penalty: 4206.239746
	Iteration 9Q: 3 clusters Score -607737.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -607803.875000 Penalty: 4206.239746
	Iteration 10Q: 3 clusters Score -607803.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -607870.125000 Penalty: 4206.239746
	Iteration 11Q: 3 clusters Score -607870.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -607928.812500 Penalty: 4206.239746
	Iteration 12Q: 3 clusters Score -607928.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -607978.937500 Penalty: 4206.239746
	Iteration 13Q: 3 clusters Score -607978.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -608024.875000 Penalty: 4206.239746
	Iteration 14Q: 3 clusters Score -608024.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -608073.812500 Penalty: 4206.239746
	Iteration 15Q: 3 clusters Score -608073.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -608110.562500 Penalty: 4206.239746
	Iteration 16Q: 3 clusters Score -608110.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -608149.500000 Penalty: 4206.239746
	Iteration 17Q: 3 clusters Score -608149.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -608183.312500 Penalty: 4206.239746
	Iteration 18Q: 3 clusters Score -608183.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -608218.937500 Penalty: 4206.239746
	Iteration 19Q: 3 clusters Score -608218.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -608267.625000 Penalty: 4206.239746
	Iteration 20F: 3 clusters Score -608267.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -608308.500000 Penalty: 4206.239746
	Iteration 21Q: 3 clusters Score -608308.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -608350.500000 Penalty: 4206.239746
	Iteration 22Q: 3 clusters Score -608350.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -608388.500000 Penalty: 4206.239746
	Iteration 23Q: 3 clusters Score -608388.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -608431.187500 Penalty: 4206.239746
	Iteration 24Q: 3 clusters Score -608431.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -608483.687500 Penalty: 4206.239746
	Iteration 25Q: 3 clusters Score -608483.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -608565.125000 Penalty: 4206.239746
	Iteration 26Q: 3 clusters Score -608565.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -608639.125000 Penalty: 4206.239746
	Iteration 27Q: 3 clusters Score -608639.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -608678.187500 Penalty: 4206.239746
	Iteration 28Q: 3 clusters Score -608678.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -608718.625000 Penalty: 4206.239746
	Iteration 29Q: 3 clusters Score -608718.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -608746.312500 Penalty: 4206.239746
	Iteration 30Q: 3 clusters Score -608746.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -608765.937500 Penalty: 4206.239746
	Iteration 31Q: 3 clusters Score -608765.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -608784.500000 Penalty: 4206.239746
	Iteration 32Q: 3 clusters Score -608784.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -608799.062500 Penalty: 4206.239746
	Iteration 33Q: 3 clusters Score -608799.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -608817.875000 Penalty: 4206.239746
	Iteration 34Q: 3 clusters Score -608817.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -608836.187500 Penalty: 4206.239746
	Iteration 35Q: 3 clusters Score -608836.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -608851.312500 Penalty: 4206.239746
	Iteration 36Q: 3 clusters Score -608851.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -608866.375000 Penalty: 4206.239746
	Iteration 37Q: 3 clusters Score -608866.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -608885.375000 Penalty: 4206.239746
	Iteration 38Q: 3 clusters Score -608885.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -608900.687500 Penalty: 4206.239746
	Iteration 39Q: 3 clusters Score -608900.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -608911.750000 Penalty: 4206.239746
	Iteration 40F: 3 clusters Score -608911.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -608920.875000 Penalty: 4206.239746
	Iteration 41Q: 3 clusters Score -608920.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -608925.937500 Penalty: 4206.239746
	Iteration 42Q: 3 clusters Score -608925.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -608930.437500 Penalty: 4206.239746
	Iteration 43Q: 3 clusters Score -608930.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -608932.625000 Penalty: 4206.239746
	Iteration 44Q: 3 clusters Score -608932.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -608935.812500 Penalty: 4206.239746
	Iteration 45Q: 3 clusters Score -608935.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -608935.437500 Penalty: 4206.239746
	Iteration 46Q: 3 clusters Score -608935.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -608935.437500 Penalty: 4206.239746
	Iteration 47F: 3 clusters Score -608935.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (1768 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Entering Unmasked Estep 
Score: -222498.859375 Penalty: 1854.445923
	Iteration 0F: 2 clusters Score -222498.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -220011.968750 Penalty: 3708.891846
	Iteration 0F: 3 clusters Score -220012 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -220394.234375 Penalty: 3708.891846
	Iteration 1F: 3 clusters Score -220394.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -220477.171875 Penalty: 3708.891846
	Iteration 2F: 3 clusters Score -220477.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -220529.687500 Penalty: 3708.891846
	Iteration 3Q: 3 clusters Score -220529.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -220570.765625 Penalty: 3708.891846
	Iteration 4Q: 3 clusters Score -220570.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -220604.046875 Penalty: 3708.891846
	Iteration 5Q: 3 clusters Score -220604 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -220630.203125 Penalty: 3708.891846
	Iteration 6Q: 3 clusters Score -220630.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -220646.250000 Penalty: 3708.891846
	Iteration 7Q: 3 clusters Score -220646.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -220652.921875 Penalty: 3708.891846
	Iteration 8Q: 3 clusters Score -220652.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -220660.000000 Penalty: 3708.891846
	Iteration 9Q: 3 clusters Score -220660 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -220668.562500 Penalty: 3708.891846
	Iteration 10Q: 3 clusters Score -220668.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -220682.734375 Penalty: 3708.891846
	Iteration 11Q: 3 clusters Score -220682.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -220693.296875 Penalty: 3708.891846
	Iteration 12Q: 3 clusters Score -220693.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -220700.687500 Penalty: 3708.891846
	Iteration 13Q: 3 clusters Score -220700.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -220706.156250 Penalty: 3708.891846
	Iteration 14Q: 3 clusters Score -220706.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -220711.578125 Penalty: 3708.891846
	Iteration 15Q: 3 clusters Score -220711.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -220713.593750 Penalty: 3708.891846
	Iteration 16Q: 3 clusters Score -220713.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -220714.109375 Penalty: 3708.891846
	Iteration 17Q: 3 clusters Score -220714.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -220714.109375 Penalty: 3708.891846
	Iteration 18F: 3 clusters Score -220714.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (1052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Entering Unmasked Estep 
Score: -152162.953125 Penalty: 1725.695190
	Iteration 0F: 2 clusters Score -152163 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 529 members 
Entering Unmasked Estep 
Score: -150328.890625 Penalty: 3451.390381
	Iteration 0F: 3 clusters Score -150328.9 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -151008.468750 Penalty: 3451.390381
	Iteration 1F: 3 clusters Score -151008.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -151363.015625 Penalty: 3451.390381
	Iteration 2F: 3 clusters Score -151363 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -151622.781250 Penalty: 3451.390381
	Iteration 3F: 3 clusters Score -151622.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -151736.796875 Penalty: 3451.390381
	Iteration 4Q: 3 clusters Score -151736.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -151787.218750 Penalty: 3451.390381
	Iteration 5Q: 3 clusters Score -151787.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -151814.734375 Penalty: 3451.390381
	Iteration 6Q: 3 clusters Score -151814.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -151827.812500 Penalty: 3451.390381
	Iteration 7Q: 3 clusters Score -151827.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -151840.062500 Penalty: 3451.390381
	Iteration 8Q: 3 clusters Score -151840.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -151866.062500 Penalty: 3451.390381
	Iteration 9Q: 3 clusters Score -151866.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -151937.265625 Penalty: 3451.390381
	Iteration 10Q: 3 clusters Score -151937.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -151980.578125 Penalty: 3451.390381
	Iteration 11Q: 3 clusters Score -151980.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -151991.953125 Penalty: 3451.390381
	Iteration 12Q: 3 clusters Score -151992 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -151998.765625 Penalty: 3451.390381
	Iteration 13Q: 3 clusters Score -151998.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -152014.046875 Penalty: 3451.390381
	Iteration 14Q: 3 clusters Score -152014 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -152053.875000 Penalty: 3451.390381
	Iteration 15Q: 3 clusters Score -152053.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -152069.093750 Penalty: 3451.390381
	Iteration 16Q: 3 clusters Score -152069.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -152095.390625 Penalty: 3451.390381
	Iteration 17Q: 3 clusters Score -152095.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -152120.687500 Penalty: 3451.390381
	Iteration 18Q: 3 clusters Score -152120.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -152156.078125 Penalty: 3451.390381
	Iteration 19Q: 3 clusters Score -152156.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -152211.437500 Penalty: 3451.390381
	Iteration 20F: 3 clusters Score -152211.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -152221.234375 Penalty: 3451.390381
	Iteration 21Q: 3 clusters Score -152221.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -152229.062500 Penalty: 3451.390381
	Iteration 22Q: 3 clusters Score -152229.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -152229.906250 Penalty: 3451.390381
	Iteration 23Q: 3 clusters Score -152229.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -152229.906250 Penalty: 3451.390381
	Iteration 24F: 3 clusters Score -152229.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22667 members 
Mstep: Class 2 contains 4097 members 
Mstep: Class 3 contains 1074 members 
Mstep: Class 4 contains 223867 members 
Mstep: Class 5 contains 4104 members 
Mstep: Class 6 contains 2304 members 
Mstep: Class 7 contains 9370 members 
Mstep: Class 8 contains 13917 members 
Mstep: Class 9 contains 7484 members 
Mstep: Class 10 contains 27209 members 
Mstep: Class 11 contains 11623 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 13 contains 3501 members 
Mstep: Class 14 contains 36420 members 
Mstep: Class 15 contains 181331 members 
Mstep: Class 16 contains 23105 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 9965 members 
Mstep: Class 19 contains 164797 members 
Mstep: Class 20 contains 55134 members 
Mstep: Class 21 contains 2424 members 
Mstep: Class 22 contains 686 members 
Mstep: Class 23 contains 4373 members 
Mstep: Class 24 contains 3309 members 
Mstep: Class 25 contains 38649 members 
Mstep: Class 26 contains 60626 members 
Mstep: Class 27 contains 28772 members 
Mstep: Class 28 contains 470 members 
Mstep: Class 29 contains 42863 members 
Mstep: Class 30 contains 10848 members 
Mstep: Class 31 contains 6551 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8485 members 
Mstep: Class 34 contains 437 members 
Mstep: Class 35 contains 3414 members 
Mstep: Class 36 contains 8305 members 
Mstep: Class 37 contains 3934 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1867 members 
Mstep: Class 40 contains 19220 members 
Mstep: Class 41 contains 424 members 
Mstep: Class 42 contains 3011 members 
Mstep: Class 43 contains 3655 members 
Mstep: Class 44 contains 1401 members 
Mstep: Class 45 contains 22188 members 
Mstep: Class 46 contains 13082 members 
Mstep: Class 47 contains 306 members 
Mstep: Class 48 contains 7925 members 
Mstep: Class 49 contains 26843 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 616 members 
Mstep: Class 52 contains 309 members 
Mstep: Class 53 contains 3100 members 
Mstep: Class 54 contains 347 members 
Mstep: Class 55 contains 4796 members 
Mstep: Class 56 contains 17273 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 284 members 
Mstep: Class 60 contains 4819 members 
Mstep: Class 61 contains 1768 members 
Mstep: Class 62 contains 440 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 8194 members 
Mstep: Class 65 contains 503 members 
Mstep: Class 66 contains 665 members 
Mstep: Class 67 contains 2648 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 711 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 7214 members 
Mstep: Class 75 contains 892 members 
Mstep: Class 76 contains 504 members 
Mstep: Class 77 contains 631 members 
Mstep: Class 78 contains 612 members 
Entering Unmasked Estep 
Score: -147545088.000000 Penalty: 270583.718750
Splitting cluster 62 changes total score from -147546992.000000 to -147545088.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 63 (349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Entering Unmasked Estep 
Score: -50886.558594 Penalty: 1452.057861
	Iteration 0F: 2 clusters Score -50886.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -49555.593750 Penalty: 2904.115723
	Iteration 0F: 3 clusters Score -49555.59 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -49957.039062 Penalty: 2904.115723
	Iteration 1F: 3 clusters Score -49957.04 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -50282.066406 Penalty: 2904.115723
	Iteration 2F: 3 clusters Score -50282.07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -50486.132812 Penalty: 2904.115723
	Iteration 3Q: 3 clusters Score -50486.13 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -50634.632812 Penalty: 2904.115723
	Iteration 4Q: 3 clusters Score -50634.63 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -50758.417969 Penalty: 2904.115723
	Iteration 5Q: 3 clusters Score -50758.42 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -50959.375000 Penalty: 2904.115723
	Iteration 6Q: 3 clusters Score -50959.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -51170.285156 Penalty: 2904.115723
	Iteration 7Q: 3 clusters Score -51170.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -51252.871094 Penalty: 2904.115723
	Iteration 8Q: 3 clusters Score -51252.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -51280.136719 Penalty: 2904.115723
	Iteration 9Q: 3 clusters Score -51280.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -51300.003906 Penalty: 2904.115723
	Iteration 10Q: 3 clusters Score -51300 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -51349.953125 Penalty: 2904.115723
	Iteration 11Q: 3 clusters Score -51349.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -51349.953125 Penalty: 2904.115723
	Iteration 12F: 3 clusters Score -51349.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22667 members 
Mstep: Class 2 contains 4097 members 
Mstep: Class 3 contains 1074 members 
Mstep: Class 4 contains 223867 members 
Mstep: Class 5 contains 4104 members 
Mstep: Class 6 contains 2304 members 
Mstep: Class 7 contains 9370 members 
Mstep: Class 8 contains 13917 members 
Mstep: Class 9 contains 7484 members 
Mstep: Class 10 contains 27209 members 
Mstep: Class 11 contains 11623 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 13 contains 3501 members 
Mstep: Class 14 contains 36420 members 
Mstep: Class 15 contains 181331 members 
Mstep: Class 16 contains 23105 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 9965 members 
Mstep: Class 19 contains 164797 members 
Mstep: Class 20 contains 55134 members 
Mstep: Class 21 contains 2424 members 
Mstep: Class 22 contains 686 members 
Mstep: Class 23 contains 4373 members 
Mstep: Class 24 contains 3309 members 
Mstep: Class 25 contains 38649 members 
Mstep: Class 26 contains 60626 members 
Mstep: Class 27 contains 28772 members 
Mstep: Class 28 contains 470 members 
Mstep: Class 29 contains 42863 members 
Mstep: Class 30 contains 10848 members 
Mstep: Class 31 contains 6551 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8485 members 
Mstep: Class 34 contains 437 members 
Mstep: Class 35 contains 3414 members 
Mstep: Class 36 contains 8305 members 
Mstep: Class 37 contains 3934 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1867 members 
Mstep: Class 40 contains 19220 members 
Mstep: Class 41 contains 424 members 
Mstep: Class 42 contains 3011 members 
Mstep: Class 43 contains 3655 members 
Mstep: Class 44 contains 1401 members 
Mstep: Class 45 contains 22188 members 
Mstep: Class 46 contains 13082 members 
Mstep: Class 47 contains 306 members 
Mstep: Class 48 contains 7925 members 
Mstep: Class 49 contains 26843 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 616 members 
Mstep: Class 52 contains 309 members 
Mstep: Class 53 contains 3100 members 
Mstep: Class 54 contains 347 members 
Mstep: Class 55 contains 4796 members 
Mstep: Class 56 contains 17273 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 284 members 
Mstep: Class 60 contains 4819 members 
Mstep: Class 61 contains 1768 members 
Mstep: Class 62 contains 1052 members 
Mstep: Class 63 contains 228 members 
Mstep: Class 64 contains 8194 members 
Mstep: Class 65 contains 503 members 
Mstep: Class 66 contains 665 members 
Mstep: Class 67 contains 2648 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 711 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 7214 members 
Mstep: Class 75 contains 892 members 
Mstep: Class 76 contains 504 members 
Mstep: Class 77 contains 631 members 
Mstep: Class 78 contains 121 members 
Entering Unmasked Estep 
Score: -147545536.000000 Penalty: 270583.718750
Splitting cluster 63 changes total score from -147546992.000000 to -147545536.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 64 (8194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Entering Unmasked Estep 
Score: -1033698.375000 Penalty: 2234.766846
	Iteration 0F: 2 clusters Score -1033698 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -1027097.562500 Penalty: 4469.533691
	Iteration 0F: 3 clusters Score -1027098 nChanged 3394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -1028866.500000 Penalty: 4469.533691
	Iteration 1F: 3 clusters Score -1028866 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -1029089.750000 Penalty: 4469.533691
	Iteration 2F: 3 clusters Score -1029090 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -1029231.562500 Penalty: 4469.533691
	Iteration 3Q: 3 clusters Score -1029232 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -1029356.312500 Penalty: 4469.533691
	Iteration 4Q: 3 clusters Score -1029356 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -1029458.437500 Penalty: 4469.533691
	Iteration 5Q: 3 clusters Score -1029458 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -1029547.437500 Penalty: 4469.533691
	Iteration 6Q: 3 clusters Score -1029547 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -1029636.562500 Penalty: 4469.533691
	Iteration 7Q: 3 clusters Score -1029637 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -1029719.000000 Penalty: 4469.533691
	Iteration 8Q: 3 clusters Score -1029719 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -1029798.562500 Penalty: 4469.533691
	Iteration 9Q: 3 clusters Score -1029799 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -1029876.875000 Penalty: 4469.533691
	Iteration 10Q: 3 clusters Score -1029877 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -1029961.500000 Penalty: 4469.533691
	Iteration 11Q: 3 clusters Score -1029962 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -1030060.500000 Penalty: 4469.533691
	Iteration 12Q: 3 clusters Score -1030060 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -1030180.937500 Penalty: 4469.533691
	Iteration 13Q: 3 clusters Score -1030181 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -1030299.625000 Penalty: 4469.533691
	Iteration 14Q: 3 clusters Score -1030300 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -1030427.875000 Penalty: 4469.533691
	Iteration 15Q: 3 clusters Score -1030428 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -1030561.875000 Penalty: 4469.533691
	Iteration 16Q: 3 clusters Score -1030562 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -1030719.312500 Penalty: 4469.533691
	Iteration 17Q: 3 clusters Score -1030719 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -1030883.687500 Penalty: 4469.533691
	Iteration 18Q: 3 clusters Score -1030884 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -1031036.625000 Penalty: 4469.533691
	Iteration 19Q: 3 clusters Score -1031037 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -1031179.812500 Penalty: 4469.533691
	Iteration 20F: 3 clusters Score -1031180 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -1031297.812500 Penalty: 4469.533691
	Iteration 21Q: 3 clusters Score -1031298 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -1031380.250000 Penalty: 4469.533691
	Iteration 22Q: 3 clusters Score -1031380 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -1031448.375000 Penalty: 4469.533691
	Iteration 23Q: 3 clusters Score -1031448 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -1031508.437500 Penalty: 4469.533691
	Iteration 24Q: 3 clusters Score -1031508 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1031564.250000 Penalty: 4469.533691
	Iteration 25Q: 3 clusters Score -1031564 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1031599.812500 Penalty: 4469.533691
	Iteration 26Q: 3 clusters Score -1031600 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -1031633.625000 Penalty: 4469.533691
	Iteration 27Q: 3 clusters Score -1031634 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -1031667.625000 Penalty: 4469.533691
	Iteration 28Q: 3 clusters Score -1031668 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -1031694.687500 Penalty: 4469.533691
	Iteration 29Q: 3 clusters Score -1031695 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1031711.250000 Penalty: 4469.533691
	Iteration 30Q: 3 clusters Score -1031711 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -1031722.375000 Penalty: 4469.533691
	Iteration 31Q: 3 clusters Score -1031722 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -1031737.500000 Penalty: 4469.533691
	Iteration 32Q: 3 clusters Score -1031738 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -1031742.500000 Penalty: 4469.533691
	Iteration 33Q: 3 clusters Score -1031742 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -1031750.562500 Penalty: 4469.533691
	Iteration 34Q: 3 clusters Score -1031751 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -1031754.312500 Penalty: 4469.533691
	Iteration 35Q: 3 clusters Score -1031754 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -1031759.937500 Penalty: 4469.533691
	Iteration 36Q: 3 clusters Score -1031760 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -1031763.937500 Penalty: 4469.533691
	Iteration 37Q: 3 clusters Score -1031764 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -1031767.687500 Penalty: 4469.533691
	Iteration 38Q: 3 clusters Score -1031768 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -1031774.250000 Penalty: 4469.533691
	Iteration 39Q: 3 clusters Score -1031774 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -1031781.000000 Penalty: 4469.533691
	Iteration 40F: 3 clusters Score -1031781 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -1031790.937500 Penalty: 4469.533691
	Iteration 41Q: 3 clusters Score -1031791 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -1031797.375000 Penalty: 4469.533691
	Iteration 42Q: 3 clusters Score -1031797 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -1031801.125000 Penalty: 4469.533691
	Iteration 43Q: 3 clusters Score -1031801 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -1031804.062500 Penalty: 4469.533691
	Iteration 44Q: 3 clusters Score -1031804 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -1031808.437500 Penalty: 4469.533691
	Iteration 45Q: 3 clusters Score -1031808 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -1031810.375000 Penalty: 4469.533691
	Iteration 46Q: 3 clusters Score -1031810 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -1031811.312500 Penalty: 4469.533691
	Iteration 47Q: 3 clusters Score -1031811 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -1031813.687500 Penalty: 4469.533691
	Iteration 48Q: 3 clusters Score -1031814 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -1031813.687500 Penalty: 4469.533691
	Iteration 49F: 3 clusters Score -1031814 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Entering Unmasked Estep 
Score: -74123.109375 Penalty: 1542.706299
	Iteration 0F: 2 clusters Score -74123.11 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 232 members 
Entering Unmasked Estep 
Score: -72657.335938 Penalty: 3085.412598
	Iteration 0F: 3 clusters Score -72657.34 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -73124.562500 Penalty: 3085.412598
	Iteration 1F: 3 clusters Score -73124.56 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -73470.914062 Penalty: 3085.412598
	Iteration 2F: 3 clusters Score -73470.91 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -73662.265625 Penalty: 3085.412598
	Iteration 3Q: 3 clusters Score -73662.27 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -73753.476562 Penalty: 3085.412598
	Iteration 4Q: 3 clusters Score -73753.48 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -73855.195312 Penalty: 3085.412598
	Iteration 5Q: 3 clusters Score -73855.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -73979.023438 Penalty: 3085.412598
	Iteration 6Q: 3 clusters Score -73979.02 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -74080.562500 Penalty: 3085.412598
	Iteration 7Q: 3 clusters Score -74080.56 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -74263.390625 Penalty: 3085.412598
	Iteration 8Q: 3 clusters Score -74263.39 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -74404.320312 Penalty: 3085.412598
	Iteration 9Q: 3 clusters Score -74404.32 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -74516.093750 Penalty: 3085.412598
	Iteration 10Q: 3 clusters Score -74516.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -74627.546875 Penalty: 3085.412598
	Iteration 11Q: 3 clusters Score -74627.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -74661.156250 Penalty: 3085.412598
	Iteration 12Q: 3 clusters Score -74661.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -74700.078125 Penalty: 3085.412598
	Iteration 13Q: 3 clusters Score -74700.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -74724.593750 Penalty: 3085.412598
	Iteration 14Q: 3 clusters Score -74724.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -74733.039062 Penalty: 3085.412598
	Iteration 15Q: 3 clusters Score -74733.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -74739.992188 Penalty: 3085.412598
	Iteration 16Q: 3 clusters Score -74739.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -74766.265625 Penalty: 3085.412598
	Iteration 17Q: 3 clusters Score -74766.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -74845.203125 Penalty: 3085.412598
	Iteration 18Q: 3 clusters Score -74845.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -74996.578125 Penalty: 3085.412598
	Iteration 19Q: 3 clusters Score -74996.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -75002.828125 Penalty: 3085.412598
	Iteration 20F: 3 clusters Score -75002.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -75017.992188 Penalty: 3085.412598
	Iteration 21Q: 3 clusters Score -75017.99 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -75062.468750 Penalty: 3085.412598
	Iteration 22Q: 3 clusters Score -75062.47 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -75124.023438 Penalty: 3085.412598
	Iteration 23Q: 3 clusters Score -75124.02 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -75213.085938 Penalty: 3085.412598
	Iteration 24Q: 3 clusters Score -75213.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -75294.468750 Penalty: 3085.412598
	Iteration 25Q: 3 clusters Score -75294.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -75415.601562 Penalty: 3085.412598
	Iteration 26Q: 3 clusters Score -75415.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -75435.164062 Penalty: 3085.412598
	Iteration 27Q: 3 clusters Score -75435.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -75435.164062 Penalty: 3085.412598
	Iteration 28F: 3 clusters Score -75435.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22667 members 
Mstep: Class 2 contains 4097 members 
Mstep: Class 3 contains 1074 members 
Mstep: Class 4 contains 223867 members 
Mstep: Class 5 contains 4104 members 
Mstep: Class 6 contains 2304 members 
Mstep: Class 7 contains 9370 members 
Mstep: Class 8 contains 13917 members 
Mstep: Class 9 contains 7484 members 
Mstep: Class 10 contains 27209 members 
Mstep: Class 11 contains 11623 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 13 contains 3501 members 
Mstep: Class 14 contains 36420 members 
Mstep: Class 15 contains 181331 members 
Mstep: Class 16 contains 23105 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 9965 members 
Mstep: Class 19 contains 164797 members 
Mstep: Class 20 contains 55134 members 
Mstep: Class 21 contains 2424 members 
Mstep: Class 22 contains 686 members 
Mstep: Class 23 contains 4373 members 
Mstep: Class 24 contains 3309 members 
Mstep: Class 25 contains 38649 members 
Mstep: Class 26 contains 60626 members 
Mstep: Class 27 contains 28772 members 
Mstep: Class 28 contains 470 members 
Mstep: Class 29 contains 42863 members 
Mstep: Class 30 contains 10848 members 
Mstep: Class 31 contains 6551 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8485 members 
Mstep: Class 34 contains 437 members 
Mstep: Class 35 contains 3414 members 
Mstep: Class 36 contains 8305 members 
Mstep: Class 37 contains 3934 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1867 members 
Mstep: Class 40 contains 19220 members 
Mstep: Class 41 contains 424 members 
Mstep: Class 42 contains 3011 members 
Mstep: Class 43 contains 3655 members 
Mstep: Class 44 contains 1401 members 
Mstep: Class 45 contains 22188 members 
Mstep: Class 46 contains 13082 members 
Mstep: Class 47 contains 306 members 
Mstep: Class 48 contains 7925 members 
Mstep: Class 49 contains 26843 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 616 members 
Mstep: Class 52 contains 309 members 
Mstep: Class 53 contains 3100 members 
Mstep: Class 54 contains 347 members 
Mstep: Class 55 contains 4796 members 
Mstep: Class 56 contains 17273 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 284 members 
Mstep: Class 60 contains 4819 members 
Mstep: Class 61 contains 1768 members 
Mstep: Class 62 contains 1052 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 8194 members 
Mstep: Class 65 contains 228 members 
Mstep: Class 66 contains 665 members 
Mstep: Class 67 contains 2648 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 711 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 7214 members 
Mstep: Class 75 contains 892 members 
Mstep: Class 76 contains 504 members 
Mstep: Class 77 contains 631 members 
Mstep: Class 78 contains 275 members 
Entering Unmasked Estep 
Score: -147546448.000000 Penalty: 270583.718750
Splitting cluster 65 changes total score from -147546992.000000 to -147546448.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 66 (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: -97043.140625 Penalty: 1611.947144
	Iteration 0F: 2 clusters Score -97043.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -95516.851562 Penalty: 3223.894287
	Iteration 0F: 3 clusters Score -95516.85 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -96149.031250 Penalty: 3223.894287
	Iteration 1F: 3 clusters Score -96149.03 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -96455.242188 Penalty: 3223.894287
	Iteration 2F: 3 clusters Score -96455.24 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -96582.726562 Penalty: 3223.894287
	Iteration 3Q: 3 clusters Score -96582.73 nChanged 19
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: -96658.125000 Penalty: 3223.894287
	Iteration 4Q: 3 clusters Score -96658.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -96683.398438 Penalty: 3223.894287
	Iteration 5Q: 3 clusters Score -96683.4 nChanged 15
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: -96791.148438 Penalty: 3223.894287
	Iteration 6Q: 3 clusters Score -96791.15 nChanged 16
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: -96928.875000 Penalty: 3223.894287
	Iteration 7Q: 3 clusters Score -96928.88 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -96982.125000 Penalty: 3223.894287
	Iteration 8Q: 3 clusters Score -96982.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -97015.515625 Penalty: 3223.894287
	Iteration 9Q: 3 clusters Score -97015.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -97069.820312 Penalty: 3223.894287
	Iteration 10Q: 3 clusters Score -97069.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -97091.031250 Penalty: 3223.894287
	Iteration 11Q: 3 clusters Score -97091.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -97106.593750 Penalty: 3223.894287
	Iteration 12Q: 3 clusters Score -97106.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -97117.234375 Penalty: 3223.894287
	Iteration 13Q: 3 clusters Score -97117.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -97124.562500 Penalty: 3223.894287
	Iteration 14Q: 3 clusters Score -97124.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -97129.609375 Penalty: 3223.894287
	Iteration 15Q: 3 clusters Score -97129.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -97133.179688 Penalty: 3223.894287
	Iteration 16Q: 3 clusters Score -97133.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -97136.289062 Penalty: 3223.894287
	Iteration 17Q: 3 clusters Score -97136.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -97141.343750 Penalty: 3223.894287
	Iteration 18Q: 3 clusters Score -97141.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -97158.187500 Penalty: 3223.894287
	Iteration 19Q: 3 clusters Score -97158.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -97186.382812 Penalty: 3223.894287
	Iteration 20F: 3 clusters Score -97186.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -97298.718750 Penalty: 3223.894287
	Iteration 21Q: 3 clusters Score -97298.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -97384.382812 Penalty: 3223.894287
	Iteration 22Q: 3 clusters Score -97384.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -97429.070312 Penalty: 3223.894287
	Iteration 23Q: 3 clusters Score -97429.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -97431.515625 Penalty: 3223.894287
	Iteration 24Q: 3 clusters Score -97431.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -97431.515625 Penalty: 3223.894287
	Iteration 25F: 3 clusters Score -97431.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22667 members 
Mstep: Class 2 contains 4097 members 
Mstep: Class 3 contains 1074 members 
Mstep: Class 4 contains 223867 members 
Mstep: Class 5 contains 4104 members 
Mstep: Class 6 contains 2304 members 
Mstep: Class 7 contains 9370 members 
Mstep: Class 8 contains 13917 members 
Mstep: Class 9 contains 7484 members 
Mstep: Class 10 contains 27209 members 
Mstep: Class 11 contains 11623 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 13 contains 3501 members 
Mstep: Class 14 contains 36420 members 
Mstep: Class 15 contains 181331 members 
Mstep: Class 16 contains 23105 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 9965 members 
Mstep: Class 19 contains 164797 members 
Mstep: Class 20 contains 55134 members 
Mstep: Class 21 contains 2424 members 
Mstep: Class 22 contains 686 members 
Mstep: Class 23 contains 4373 members 
Mstep: Class 24 contains 3309 members 
Mstep: Class 25 contains 38649 members 
Mstep: Class 26 contains 60626 members 
Mstep: Class 27 contains 28772 members 
Mstep: Class 28 contains 470 members 
Mstep: Class 29 contains 42863 members 
Mstep: Class 30 contains 10848 members 
Mstep: Class 31 contains 6551 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8485 members 
Mstep: Class 34 contains 437 members 
Mstep: Class 35 contains 3414 members 
Mstep: Class 36 contains 8305 members 
Mstep: Class 37 contains 3934 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1867 members 
Mstep: Class 40 contains 19220 members 
Mstep: Class 41 contains 424 members 
Mstep: Class 42 contains 3011 members 
Mstep: Class 43 contains 3655 members 
Mstep: Class 44 contains 1401 members 
Mstep: Class 45 contains 22188 members 
Mstep: Class 46 contains 13082 members 
Mstep: Class 47 contains 306 members 
Mstep: Class 48 contains 7925 members 
Mstep: Class 49 contains 26843 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 616 members 
Mstep: Class 52 contains 309 members 
Mstep: Class 53 contains 3100 members 
Mstep: Class 54 contains 347 members 
Mstep: Class 55 contains 4796 members 
Mstep: Class 56 contains 17273 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 284 members 
Mstep: Class 60 contains 4819 members 
Mstep: Class 61 contains 1768 members 
Mstep: Class 62 contains 1052 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 8194 members 
Mstep: Class 65 contains 503 members 
Mstep: Class 66 contains 374 members 
Mstep: Class 67 contains 2648 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 711 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 7214 members 
Mstep: Class 75 contains 892 members 
Mstep: Class 76 contains 504 members 
Mstep: Class 77 contains 631 members 
Mstep: Class 78 contains 291 members 
Entering Unmasked Estep 
Score: -147545296.000000 Penalty: 270583.718750
Splitting cluster 66 changes total score from -147546992.000000 to -147545296.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 67 (2648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Entering Unmasked Estep 
Score: -365068.406250 Penalty: 1954.626831
	Iteration 0F: 2 clusters Score -365068.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -362164.343750 Penalty: 3909.253662
	Iteration 0F: 3 clusters Score -362164.3 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -363494.218750 Penalty: 3909.253662
	Iteration 1F: 3 clusters Score -363494.2 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -364229.218750 Penalty: 3909.253662
	Iteration 2F: 3 clusters Score -364229.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -364779.250000 Penalty: 3909.253662
	Iteration 3F: 3 clusters Score -364779.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -365125.906250 Penalty: 3909.253662
	Iteration 4F: 3 clusters Score -365125.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -365248.031250 Penalty: 3909.253662
	Iteration 5Q: 3 clusters Score -365248 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -365310.656250 Penalty: 3909.253662
	Iteration 6Q: 3 clusters Score -365310.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -365360.000000 Penalty: 3909.253662
	Iteration 7Q: 3 clusters Score -365360 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -365408.125000 Penalty: 3909.253662
	Iteration 8Q: 3 clusters Score -365408.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -365450.406250 Penalty: 3909.253662
	Iteration 9Q: 3 clusters Score -365450.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -365482.812500 Penalty: 3909.253662
	Iteration 10Q: 3 clusters Score -365482.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -365529.656250 Penalty: 3909.253662
	Iteration 11Q: 3 clusters Score -365529.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -365561.468750 Penalty: 3909.253662
	Iteration 12Q: 3 clusters Score -365561.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -365600.625000 Penalty: 3909.253662
	Iteration 13Q: 3 clusters Score -365600.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -365646.000000 Penalty: 3909.253662
	Iteration 14Q: 3 clusters Score -365646 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -365669.375000 Penalty: 3909.253662
	Iteration 15Q: 3 clusters Score -365669.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -365680.343750 Penalty: 3909.253662
	Iteration 16Q: 3 clusters Score -365680.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -365691.125000 Penalty: 3909.253662
	Iteration 17Q: 3 clusters Score -365691.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -365711.218750 Penalty: 3909.253662
	Iteration 18Q: 3 clusters Score -365711.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -365717.687500 Penalty: 3909.253662
	Iteration 19Q: 3 clusters Score -365717.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -365721.093750 Penalty: 3909.253662
	Iteration 20F: 3 clusters Score -365721.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -365721.187500 Penalty: 3909.253662
	Iteration 21Q: 3 clusters Score -365721.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -365721.343750 Penalty: 3909.253662
	Iteration 22Q: 3 clusters Score -365721.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -365721.968750 Penalty: 3909.253662
	Iteration 23Q: 3 clusters Score -365722 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -365721.968750 Penalty: 3909.253662
	Iteration 24F: 3 clusters Score -365722 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22667 members 
Mstep: Class 2 contains 4097 members 
Mstep: Class 3 contains 1074 members 
Mstep: Class 4 contains 223867 members 
Mstep: Class 5 contains 4104 members 
Mstep: Class 6 contains 2304 members 
Mstep: Class 7 contains 9370 members 
Mstep: Class 8 contains 13917 members 
Mstep: Class 9 contains 7484 members 
Mstep: Class 10 contains 27209 members 
Mstep: Class 11 contains 11623 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 13 contains 3501 members 
Mstep: Class 14 contains 36420 members 
Mstep: Class 15 contains 181331 members 
Mstep: Class 16 contains 23105 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 9965 members 
Mstep: Class 19 contains 164797 members 
Mstep: Class 20 contains 55134 members 
Mstep: Class 21 contains 2424 members 
Mstep: Class 22 contains 686 members 
Mstep: Class 23 contains 4373 members 
Mstep: Class 24 contains 3309 members 
Mstep: Class 25 contains 38649 members 
Mstep: Class 26 contains 60626 members 
Mstep: Class 27 contains 28772 members 
Mstep: Class 28 contains 470 members 
Mstep: Class 29 contains 42863 members 
Mstep: Class 30 contains 10848 members 
Mstep: Class 31 contains 6551 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8485 members 
Mstep: Class 34 contains 437 members 
Mstep: Class 35 contains 3414 members 
Mstep: Class 36 contains 8305 members 
Mstep: Class 37 contains 3934 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1867 members 
Mstep: Class 40 contains 19220 members 
Mstep: Class 41 contains 424 members 
Mstep: Class 42 contains 3011 members 
Mstep: Class 43 contains 3655 members 
Mstep: Class 44 contains 1401 members 
Mstep: Class 45 contains 22188 members 
Mstep: Class 46 contains 13082 members 
Mstep: Class 47 contains 306 members 
Mstep: Class 48 contains 7925 members 
Mstep: Class 49 contains 26843 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 616 members 
Mstep: Class 52 contains 309 members 
Mstep: Class 53 contains 3100 members 
Mstep: Class 54 contains 347 members 
Mstep: Class 55 contains 4796 members 
Mstep: Class 56 contains 17273 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 284 members 
Mstep: Class 60 contains 4819 members 
Mstep: Class 61 contains 1768 members 
Mstep: Class 62 contains 1052 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 8194 members 
Mstep: Class 65 contains 503 members 
Mstep: Class 66 contains 665 members 
Mstep: Class 67 contains 824 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 711 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 7214 members 
Mstep: Class 75 contains 892 members 
Mstep: Class 76 contains 504 members 
Mstep: Class 77 contains 631 members 
Mstep: Class 78 contains 1824 members 
Entering Unmasked Estep 
Score: -147546080.000000 Penalty: 270583.718750
Splitting cluster 67 changes total score from -147546992.000000 to -147546080.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 68 (285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Entering Unmasked Estep 
Score: -36567.699219 Penalty: 1401.817261
	Iteration 0F: 2 clusters Score -36567.7 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 141 members 
Entering Unmasked Estep 
Score: -35471.878906 Penalty: 2803.634521
	Iteration 0F: 3 clusters Score -35471.88 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -35866.996094 Penalty: 2803.634521
	Iteration 1F: 3 clusters Score -35867 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -36206.062500 Penalty: 2803.634521
	Iteration 2F: 3 clusters Score -36206.06 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -36286.664062 Penalty: 2803.634521
	Iteration 3Q: 3 clusters Score -36286.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -36344.394531 Penalty: 2803.634521
	Iteration 4Q: 3 clusters Score -36344.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -36363.687500 Penalty: 2803.634521
	Iteration 5Q: 3 clusters Score -36363.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -36375.027344 Penalty: 2803.634521
	Iteration 6Q: 3 clusters Score -36375.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -36375.027344 Penalty: 2803.634521
	Iteration 7F: 3 clusters Score -36375.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Entering Unmasked Estep 
Score: -106656.859375 Penalty: 1628.534790
	Iteration 0F: 2 clusters Score -106656.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -104990.289062 Penalty: 3257.069580
	Iteration 0F: 3 clusters Score -104990.3 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -105611.500000 Penalty: 3257.069580
	Iteration 1F: 3 clusters Score -105611.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -106091.960938 Penalty: 3257.069580
	Iteration 2F: 3 clusters Score -106092 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -106452.406250 Penalty: 3257.069580
	Iteration 3F: 3 clusters Score -106452.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -106708.718750 Penalty: 3257.069580
	Iteration 4Q: 3 clusters Score -106708.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -106798.062500 Penalty: 3257.069580
	Iteration 5Q: 3 clusters Score -106798.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -106876.031250 Penalty: 3257.069580
	Iteration 6Q: 3 clusters Score -106876 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -106942.242188 Penalty: 3257.069580
	Iteration 7Q: 3 clusters Score -106942.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -107002.851562 Penalty: 3257.069580
	Iteration 8Q: 3 clusters Score -107002.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -107127.742188 Penalty: 3257.069580
	Iteration 9Q: 3 clusters Score -107127.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -107276.117188 Penalty: 3257.069580
	Iteration 10Q: 3 clusters Score -107276.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -107526.218750 Penalty: 3257.069580
	Iteration 11Q: 3 clusters Score -107526.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -107880.320312 Penalty: 3257.069580
	Iteration 12Q: 3 clusters Score -107880.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -107977.734375 Penalty: 3257.069580
	Iteration 13Q: 3 clusters Score -107977.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -108001.671875 Penalty: 3257.069580
	Iteration 14Q: 3 clusters Score -108001.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -108007.148438 Penalty: 3257.069580
	Iteration 15Q: 3 clusters Score -108007.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -108015.695312 Penalty: 3257.069580
	Iteration 16Q: 3 clusters Score -108015.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -108040.656250 Penalty: 3257.069580
	Iteration 17Q: 3 clusters Score -108040.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -108081.609375 Penalty: 3257.069580
	Iteration 18Q: 3 clusters Score -108081.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -108119.640625 Penalty: 3257.069580
	Iteration 19Q: 3 clusters Score -108119.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -108264.351562 Penalty: 3257.069580
	Iteration 20F: 3 clusters Score -108264.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -108305.609375 Penalty: 3257.069580
	Iteration 21Q: 3 clusters Score -108305.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -108308.531250 Penalty: 3257.069580
	Iteration 22Q: 3 clusters Score -108308.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -108308.531250 Penalty: 3257.069580
	Iteration 23F: 3 clusters Score -108308.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22667 members 
Mstep: Class 2 contains 4097 members 
Mstep: Class 3 contains 1074 members 
Mstep: Class 4 contains 223867 members 
Mstep: Class 5 contains 4104 members 
Mstep: Class 6 contains 2304 members 
Mstep: Class 7 contains 9370 members 
Mstep: Class 8 contains 13917 members 
Mstep: Class 9 contains 7484 members 
Mstep: Class 10 contains 27209 members 
Mstep: Class 11 contains 11623 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 13 contains 3501 members 
Mstep: Class 14 contains 36420 members 
Mstep: Class 15 contains 181331 members 
Mstep: Class 16 contains 23105 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 9965 members 
Mstep: Class 19 contains 164797 members 
Mstep: Class 20 contains 55134 members 
Mstep: Class 21 contains 2424 members 
Mstep: Class 22 contains 686 members 
Mstep: Class 23 contains 4373 members 
Mstep: Class 24 contains 3309 members 
Mstep: Class 25 contains 38649 members 
Mstep: Class 26 contains 60626 members 
Mstep: Class 27 contains 28772 members 
Mstep: Class 28 contains 470 members 
Mstep: Class 29 contains 42863 members 
Mstep: Class 30 contains 10848 members 
Mstep: Class 31 contains 6551 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8485 members 
Mstep: Class 34 contains 437 members 
Mstep: Class 35 contains 3414 members 
Mstep: Class 36 contains 8305 members 
Mstep: Class 37 contains 3934 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1867 members 
Mstep: Class 40 contains 19220 members 
Mstep: Class 41 contains 424 members 
Mstep: Class 42 contains 3011 members 
Mstep: Class 43 contains 3655 members 
Mstep: Class 44 contains 1401 members 
Mstep: Class 45 contains 22188 members 
Mstep: Class 46 contains 13082 members 
Mstep: Class 47 contains 306 members 
Mstep: Class 48 contains 7925 members 
Mstep: Class 49 contains 26843 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 616 members 
Mstep: Class 52 contains 309 members 
Mstep: Class 53 contains 3100 members 
Mstep: Class 54 contains 347 members 
Mstep: Class 55 contains 4796 members 
Mstep: Class 56 contains 17273 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 284 members 
Mstep: Class 60 contains 4819 members 
Mstep: Class 61 contains 1768 members 
Mstep: Class 62 contains 1052 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 8194 members 
Mstep: Class 65 contains 503 members 
Mstep: Class 66 contains 665 members 
Mstep: Class 67 contains 2648 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 262 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 7214 members 
Mstep: Class 75 contains 892 members 
Mstep: Class 76 contains 504 members 
Mstep: Class 77 contains 631 members 
Mstep: Class 78 contains 449 members 
Entering Unmasked Estep 
Score: -147546864.000000 Penalty: 270583.718750
Splitting cluster 69 changes total score from -147546992.000000 to -147546864.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 70 (156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Entering Unmasked Estep 
Score: -22095.238281 Penalty: 1252.364380
	Iteration 0F: 2 clusters Score -22095.24 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 81 members 
Entering Unmasked Estep 
Score: -21097.234375 Penalty: 2504.728760
	Iteration 0F: 3 clusters Score -21097.23 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -21212.455078 Penalty: 2504.728760
	Iteration 1F: 3 clusters Score -21212.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -21314.230469 Penalty: 2504.728760
	Iteration 2Q: 3 clusters Score -21314.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -21332.357422 Penalty: 2504.728760
	Iteration 3Q: 3 clusters Score -21332.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -21346.714844 Penalty: 2504.728760
	Iteration 4Q: 3 clusters Score -21346.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -21346.714844 Penalty: 2504.728760
	Iteration 5F: 3 clusters Score -21346.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Entering Unmasked Estep 
Score: -49624.320312 Penalty: 1447.033081
	Iteration 0F: 2 clusters Score -49624.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -48331.140625 Penalty: 2894.066162
	Iteration 0F: 3 clusters Score -48331.14 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -48751.847656 Penalty: 2894.066162
	Iteration 1F: 3 clusters Score -48751.85 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -48924.398438 Penalty: 2894.066162
	Iteration 2F: 3 clusters Score -48924.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -49108.597656 Penalty: 2894.066162
	Iteration 3F: 3 clusters Score -49108.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -49319.027344 Penalty: 2894.066162
	Iteration 4F: 3 clusters Score -49319.03 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -49600.578125 Penalty: 2894.066162
	Iteration 5F: 3 clusters Score -49600.58 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -49969.246094 Penalty: 2894.066162
	Iteration 6F: 3 clusters Score -49969.25 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -50547.058594 Penalty: 2894.066162
	Iteration 7Q: 3 clusters Score -50547.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -51107.210938 Penalty: 2894.066162
	Iteration 8Q: 3 clusters Score -51107.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -51107.210938 Penalty: 2894.066162
	Iteration 9F: 3 clusters Score -51107.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22667 members 
Mstep: Class 2 contains 4097 members 
Mstep: Class 3 contains 1074 members 
Mstep: Class 4 contains 223867 members 
Mstep: Class 5 contains 4104 members 
Mstep: Class 6 contains 2304 members 
Mstep: Class 7 contains 9370 members 
Mstep: Class 8 contains 13917 members 
Mstep: Class 9 contains 7484 members 
Mstep: Class 10 contains 27209 members 
Mstep: Class 11 contains 11623 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 13 contains 3501 members 
Mstep: Class 14 contains 36420 members 
Mstep: Class 15 contains 181331 members 
Mstep: Class 16 contains 23105 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 9965 members 
Mstep: Class 19 contains 164797 members 
Mstep: Class 20 contains 55134 members 
Mstep: Class 21 contains 2424 members 
Mstep: Class 22 contains 686 members 
Mstep: Class 23 contains 4373 members 
Mstep: Class 24 contains 3309 members 
Mstep: Class 25 contains 38649 members 
Mstep: Class 26 contains 60626 members 
Mstep: Class 27 contains 28772 members 
Mstep: Class 28 contains 470 members 
Mstep: Class 29 contains 42863 members 
Mstep: Class 30 contains 10848 members 
Mstep: Class 31 contains 6551 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8485 members 
Mstep: Class 34 contains 437 members 
Mstep: Class 35 contains 3414 members 
Mstep: Class 36 contains 8305 members 
Mstep: Class 37 contains 3934 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1867 members 
Mstep: Class 40 contains 19220 members 
Mstep: Class 41 contains 424 members 
Mstep: Class 42 contains 3011 members 
Mstep: Class 43 contains 3655 members 
Mstep: Class 44 contains 1401 members 
Mstep: Class 45 contains 22188 members 
Mstep: Class 46 contains 13082 members 
Mstep: Class 47 contains 306 members 
Mstep: Class 48 contains 7925 members 
Mstep: Class 49 contains 26843 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 616 members 
Mstep: Class 52 contains 309 members 
Mstep: Class 53 contains 3100 members 
Mstep: Class 54 contains 347 members 
Mstep: Class 55 contains 4796 members 
Mstep: Class 56 contains 17273 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 284 members 
Mstep: Class 60 contains 4819 members 
Mstep: Class 61 contains 1768 members 
Mstep: Class 62 contains 1052 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 8194 members 
Mstep: Class 65 contains 503 members 
Mstep: Class 66 contains 665 members 
Mstep: Class 67 contains 2648 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 711 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 246 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 7214 members 
Mstep: Class 75 contains 892 members 
Mstep: Class 76 contains 504 members 
Mstep: Class 77 contains 631 members 
Mstep: Class 78 contains 96 members 
Entering Unmasked Estep 
Score: -147546480.000000 Penalty: 270583.718750
Splitting cluster 71 changes total score from -147546992.000000 to -147546480.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 72 (805 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Entering Unmasked Estep 
Score: -118529.703125 Penalty: 1659.328857
	Iteration 0F: 2 clusters Score -118529.7 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 427 members 
Entering Unmasked Estep 
Score: -116891.015625 Penalty: 3318.657715
	Iteration 0F: 3 clusters Score -116891 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -117668.859375 Penalty: 3318.657715
	Iteration 1F: 3 clusters Score -117668.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -118237.039062 Penalty: 3318.657715
	Iteration 2F: 3 clusters Score -118237 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -118413.343750 Penalty: 3318.657715
	Iteration 3F: 3 clusters Score -118413.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -118504.421875 Penalty: 3318.657715
	Iteration 4Q: 3 clusters Score -118504.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -118617.875000 Penalty: 3318.657715
	Iteration 5Q: 3 clusters Score -118617.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -118687.578125 Penalty: 3318.657715
	Iteration 6Q: 3 clusters Score -118687.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -118723.320312 Penalty: 3318.657715
	Iteration 7Q: 3 clusters Score -118723.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -118751.664062 Penalty: 3318.657715
	Iteration 8Q: 3 clusters Score -118751.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -118769.554688 Penalty: 3318.657715
	Iteration 9Q: 3 clusters Score -118769.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -118790.546875 Penalty: 3318.657715
	Iteration 10Q: 3 clusters Score -118790.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -118813.734375 Penalty: 3318.657715
	Iteration 11Q: 3 clusters Score -118813.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -118823.187500 Penalty: 3318.657715
	Iteration 12Q: 3 clusters Score -118823.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -118836.656250 Penalty: 3318.657715
	Iteration 13Q: 3 clusters Score -118836.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -118837.054688 Penalty: 3318.657715
	Iteration 14F: 3 clusters Score -118837.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -118843.117188 Penalty: 3318.657715
	Iteration 15Q: 3 clusters Score -118843.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -118843.117188 Penalty: 3318.657715
	Iteration 16F: 3 clusters Score -118843.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22667 members 
Mstep: Class 2 contains 4097 members 
Mstep: Class 3 contains 1074 members 
Mstep: Class 4 contains 223867 members 
Mstep: Class 5 contains 4104 members 
Mstep: Class 6 contains 2304 members 
Mstep: Class 7 contains 9370 members 
Mstep: Class 8 contains 13917 members 
Mstep: Class 9 contains 7484 members 
Mstep: Class 10 contains 27209 members 
Mstep: Class 11 contains 11623 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 13 contains 3501 members 
Mstep: Class 14 contains 36420 members 
Mstep: Class 15 contains 181331 members 
Mstep: Class 16 contains 23105 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 9965 members 
Mstep: Class 19 contains 164797 members 
Mstep: Class 20 contains 55134 members 
Mstep: Class 21 contains 2424 members 
Mstep: Class 22 contains 686 members 
Mstep: Class 23 contains 4373 members 
Mstep: Class 24 contains 3309 members 
Mstep: Class 25 contains 38649 members 
Mstep: Class 26 contains 60626 members 
Mstep: Class 27 contains 28772 members 
Mstep: Class 28 contains 470 members 
Mstep: Class 29 contains 42863 members 
Mstep: Class 30 contains 10848 members 
Mstep: Class 31 contains 6551 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8485 members 
Mstep: Class 34 contains 437 members 
Mstep: Class 35 contains 3414 members 
Mstep: Class 36 contains 8305 members 
Mstep: Class 37 contains 3934 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1867 members 
Mstep: Class 40 contains 19220 members 
Mstep: Class 41 contains 424 members 
Mstep: Class 42 contains 3011 members 
Mstep: Class 43 contains 3655 members 
Mstep: Class 44 contains 1401 members 
Mstep: Class 45 contains 22188 members 
Mstep: Class 46 contains 13082 members 
Mstep: Class 47 contains 306 members 
Mstep: Class 48 contains 7925 members 
Mstep: Class 49 contains 26843 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 616 members 
Mstep: Class 52 contains 309 members 
Mstep: Class 53 contains 3100 members 
Mstep: Class 54 contains 347 members 
Mstep: Class 55 contains 4796 members 
Mstep: Class 56 contains 17273 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 284 members 
Mstep: Class 60 contains 4819 members 
Mstep: Class 61 contains 1768 members 
Mstep: Class 62 contains 1052 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 8194 members 
Mstep: Class 65 contains 503 members 
Mstep: Class 66 contains 665 members 
Mstep: Class 67 contains 2648 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 711 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 552 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 7214 members 
Mstep: Class 75 contains 892 members 
Mstep: Class 76 contains 504 members 
Mstep: Class 77 contains 631 members 
Mstep: Class 78 contains 253 members 
Entering Unmasked Estep 
Score: -147545584.000000 Penalty: 270583.718750
Splitting cluster 72 changes total score from -147546992.000000 to -147545584.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 73 (277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Entering Unmasked Estep 
Score: -37669.894531 Penalty: 1394.756348
	Iteration 0F: 2 clusters Score -37669.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -36526.011719 Penalty: 2789.512695
	Iteration 0F: 3 clusters Score -36526.01 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -36842.253906 Penalty: 2789.512695
	Iteration 1F: 3 clusters Score -36842.25 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -36972.101562 Penalty: 2789.512695
	Iteration 2F: 3 clusters Score -36972.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -37118.949219 Penalty: 2789.512695
	Iteration 3F: 3 clusters Score -37118.95 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -37239.046875 Penalty: 2789.512695
	Iteration 4Q: 3 clusters Score -37239.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -37312.332031 Penalty: 2789.512695
	Iteration 5Q: 3 clusters Score -37312.33 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -37375.765625 Penalty: 2789.512695
	Iteration 6Q: 3 clusters Score -37375.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -37439.597656 Penalty: 2789.512695
	Iteration 7Q: 3 clusters Score -37439.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -37531.085938 Penalty: 2789.512695
	Iteration 8Q: 3 clusters Score -37531.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -37612.218750 Penalty: 2789.512695
	Iteration 9Q: 3 clusters Score -37612.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -37625.812500 Penalty: 2789.512695
	Iteration 10Q: 3 clusters Score -37625.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -37642.101562 Penalty: 2789.512695
	Iteration 11Q: 3 clusters Score -37642.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -37664.304688 Penalty: 2789.512695
	Iteration 12Q: 3 clusters Score -37664.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -37687.324219 Penalty: 2789.512695
	Iteration 13Q: 3 clusters Score -37687.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -37703.011719 Penalty: 2789.512695
	Iteration 14Q: 3 clusters Score -37703.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -37703.011719 Penalty: 2789.512695
	Iteration 15F: 3 clusters Score -37703.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22667 members 
Mstep: Class 2 contains 4097 members 
Mstep: Class 3 contains 1074 members 
Mstep: Class 4 contains 223867 members 
Mstep: Class 5 contains 4104 members 
Mstep: Class 6 contains 2304 members 
Mstep: Class 7 contains 9370 members 
Mstep: Class 8 contains 13917 members 
Mstep: Class 9 contains 7484 members 
Mstep: Class 10 contains 27209 members 
Mstep: Class 11 contains 11623 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 13 contains 3501 members 
Mstep: Class 14 contains 36420 members 
Mstep: Class 15 contains 181331 members 
Mstep: Class 16 contains 23105 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 9965 members 
Mstep: Class 19 contains 164797 members 
Mstep: Class 20 contains 55134 members 
Mstep: Class 21 contains 2424 members 
Mstep: Class 22 contains 686 members 
Mstep: Class 23 contains 4373 members 
Mstep: Class 24 contains 3309 members 
Mstep: Class 25 contains 38649 members 
Mstep: Class 26 contains 60626 members 
Mstep: Class 27 contains 28772 members 
Mstep: Class 28 contains 470 members 
Mstep: Class 29 contains 42863 members 
Mstep: Class 30 contains 10848 members 
Mstep: Class 31 contains 6551 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8485 members 
Mstep: Class 34 contains 437 members 
Mstep: Class 35 contains 3414 members 
Mstep: Class 36 contains 8305 members 
Mstep: Class 37 contains 3934 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1867 members 
Mstep: Class 40 contains 19220 members 
Mstep: Class 41 contains 424 members 
Mstep: Class 42 contains 3011 members 
Mstep: Class 43 contains 3655 members 
Mstep: Class 44 contains 1401 members 
Mstep: Class 45 contains 22188 members 
Mstep: Class 46 contains 13082 members 
Mstep: Class 47 contains 306 members 
Mstep: Class 48 contains 7925 members 
Mstep: Class 49 contains 26843 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 616 members 
Mstep: Class 52 contains 309 members 
Mstep: Class 53 contains 3100 members 
Mstep: Class 54 contains 347 members 
Mstep: Class 55 contains 4796 members 
Mstep: Class 56 contains 17273 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 284 members 
Mstep: Class 60 contains 4819 members 
Mstep: Class 61 contains 1768 members 
Mstep: Class 62 contains 1052 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 8194 members 
Mstep: Class 65 contains 503 members 
Mstep: Class 66 contains 665 members 
Mstep: Class 67 contains 2648 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 711 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 116 members 
Mstep: Class 74 contains 7214 members 
Mstep: Class 75 contains 892 members 
Mstep: Class 76 contains 504 members 
Mstep: Class 77 contains 631 members 
Mstep: Class 78 contains 161 members 
Entering Unmasked Estep 
Score: -147545024.000000 Penalty: 270583.718750
Splitting cluster 73 changes total score from -147546992.000000 to -147545024.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 74 (7214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Entering Unmasked Estep 
Score: -908884.250000 Penalty: 2203.177002
	Iteration 0F: 2 clusters Score -908884.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -903036.812500 Penalty: 4406.354004
	Iteration 0F: 3 clusters Score -903036.8 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -904600.625000 Penalty: 4406.354004
	Iteration 1F: 3 clusters Score -904600.6 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -904914.437500 Penalty: 4406.354004
	Iteration 2F: 3 clusters Score -904914.4 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -905150.375000 Penalty: 4406.354004
	Iteration 3F: 3 clusters Score -905150.4 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -905319.625000 Penalty: 4406.354004
	Iteration 4Q: 3 clusters Score -905319.6 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -905496.000000 Penalty: 4406.354004
	Iteration 5Q: 3 clusters Score -905496 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -905642.375000 Penalty: 4406.354004
	Iteration 6Q: 3 clusters Score -905642.4 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -905771.062500 Penalty: 4406.354004
	Iteration 7Q: 3 clusters Score -905771.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -905874.312500 Penalty: 4406.354004
	Iteration 8Q: 3 clusters Score -905874.3 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -905965.187500 Penalty: 4406.354004
	Iteration 9Q: 3 clusters Score -905965.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -906046.125000 Penalty: 4406.354004
	Iteration 10Q: 3 clusters Score -906046.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -906112.250000 Penalty: 4406.354004
	Iteration 11Q: 3 clusters Score -906112.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -906176.062500 Penalty: 4406.354004
	Iteration 12Q: 3 clusters Score -906176.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -906237.875000 Penalty: 4406.354004
	Iteration 13Q: 3 clusters Score -906237.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -906298.062500 Penalty: 4406.354004
	Iteration 14Q: 3 clusters Score -906298.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -906358.062500 Penalty: 4406.354004
	Iteration 15Q: 3 clusters Score -906358.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -906416.687500 Penalty: 4406.354004
	Iteration 16Q: 3 clusters Score -906416.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -906469.687500 Penalty: 4406.354004
	Iteration 17Q: 3 clusters Score -906469.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -906530.125000 Penalty: 4406.354004
	Iteration 18Q: 3 clusters Score -906530.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -906577.687500 Penalty: 4406.354004
	Iteration 19Q: 3 clusters Score -906577.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -906630.000000 Penalty: 4406.354004
	Iteration 20F: 3 clusters Score -906630 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -906675.937500 Penalty: 4406.354004
	Iteration 21Q: 3 clusters Score -906675.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -906710.000000 Penalty: 4406.354004
	Iteration 22Q: 3 clusters Score -906710 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -906747.000000 Penalty: 4406.354004
	Iteration 23Q: 3 clusters Score -906747 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -906772.062500 Penalty: 4406.354004
	Iteration 24Q: 3 clusters Score -906772.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -906798.375000 Penalty: 4406.354004
	Iteration 25Q: 3 clusters Score -906798.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -906811.375000 Penalty: 4406.354004
	Iteration 26Q: 3 clusters Score -906811.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -906828.500000 Penalty: 4406.354004
	Iteration 27Q: 3 clusters Score -906828.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -906847.062500 Penalty: 4406.354004
	Iteration 28Q: 3 clusters Score -906847.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -906861.437500 Penalty: 4406.354004
	Iteration 29Q: 3 clusters Score -906861.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -906872.312500 Penalty: 4406.354004
	Iteration 30Q: 3 clusters Score -906872.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -906889.187500 Penalty: 4406.354004
	Iteration 31Q: 3 clusters Score -906889.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -906897.937500 Penalty: 4406.354004
	Iteration 32Q: 3 clusters Score -906897.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -906909.125000 Penalty: 4406.354004
	Iteration 33Q: 3 clusters Score -906909.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -906920.062500 Penalty: 4406.354004
	Iteration 34Q: 3 clusters Score -906920.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -906932.187500 Penalty: 4406.354004
	Iteration 35Q: 3 clusters Score -906932.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -906941.437500 Penalty: 4406.354004
	Iteration 36Q: 3 clusters Score -906941.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -906957.562500 Penalty: 4406.354004
	Iteration 37Q: 3 clusters Score -906957.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -906967.187500 Penalty: 4406.354004
	Iteration 38Q: 3 clusters Score -906967.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -906972.625000 Penalty: 4406.354004
	Iteration 39Q: 3 clusters Score -906972.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -906979.937500 Penalty: 4406.354004
	Iteration 40F: 3 clusters Score -906979.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -906986.500000 Penalty: 4406.354004
	Iteration 41Q: 3 clusters Score -906986.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -906992.125000 Penalty: 4406.354004
	Iteration 42Q: 3 clusters Score -906992.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -906994.812500 Penalty: 4406.354004
	Iteration 43Q: 3 clusters Score -906994.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -906995.250000 Penalty: 4406.354004
	Iteration 44Q: 3 clusters Score -906995.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -906996.812500 Penalty: 4406.354004
	Iteration 45Q: 3 clusters Score -906996.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -906998.125000 Penalty: 4406.354004
	Iteration 46Q: 3 clusters Score -906998.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -906998.812500 Penalty: 4406.354004
	Iteration 47Q: 3 clusters Score -906998.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -906998.812500 Penalty: 4406.354004
	Iteration 48F: 3 clusters Score -906998.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 75 (892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Entering Unmasked Estep 
Score: -127247.312500 Penalty: 1684.779541
	Iteration 0F: 2 clusters Score -127247.3 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 425 members 
Entering Unmasked Estep 
Score: -125495.226562 Penalty: 3369.559082
	Iteration 0F: 3 clusters Score -125495.2 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -126533.468750 Penalty: 3369.559082
	Iteration 1F: 3 clusters Score -126533.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -127479.187500 Penalty: 3369.559082
	Iteration 2F: 3 clusters Score -127479.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -128012.828125 Penalty: 3369.559082
	Iteration 3F: 3 clusters Score -128012.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -128228.578125 Penalty: 3369.559082
	Iteration 4Q: 3 clusters Score -128228.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -128316.515625 Penalty: 3369.559082
	Iteration 5Q: 3 clusters Score -128316.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -128338.421875 Penalty: 3369.559082
	Iteration 6Q: 3 clusters Score -128338.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -128359.398438 Penalty: 3369.559082
	Iteration 7Q: 3 clusters Score -128359.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -128367.054688 Penalty: 3369.559082
	Iteration 8Q: 3 clusters Score -128367.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -128367.054688 Penalty: 3369.559082
	Iteration 9F: 3 clusters Score -128367.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22667 members 
Mstep: Class 2 contains 4097 members 
Mstep: Class 3 contains 1074 members 
Mstep: Class 4 contains 223867 members 
Mstep: Class 5 contains 4104 members 
Mstep: Class 6 contains 2304 members 
Mstep: Class 7 contains 9370 members 
Mstep: Class 8 contains 13917 members 
Mstep: Class 9 contains 7484 members 
Mstep: Class 10 contains 27209 members 
Mstep: Class 11 contains 11623 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 13 contains 3501 members 
Mstep: Class 14 contains 36420 members 
Mstep: Class 15 contains 181331 members 
Mstep: Class 16 contains 23105 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 9965 members 
Mstep: Class 19 contains 164797 members 
Mstep: Class 20 contains 55134 members 
Mstep: Class 21 contains 2424 members 
Mstep: Class 22 contains 686 members 
Mstep: Class 23 contains 4373 members 
Mstep: Class 24 contains 3309 members 
Mstep: Class 25 contains 38649 members 
Mstep: Class 26 contains 60626 members 
Mstep: Class 27 contains 28772 members 
Mstep: Class 28 contains 470 members 
Mstep: Class 29 contains 42863 members 
Mstep: Class 30 contains 10848 members 
Mstep: Class 31 contains 6551 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8485 members 
Mstep: Class 34 contains 437 members 
Mstep: Class 35 contains 3414 members 
Mstep: Class 36 contains 8305 members 
Mstep: Class 37 contains 3934 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1867 members 
Mstep: Class 40 contains 19220 members 
Mstep: Class 41 contains 424 members 
Mstep: Class 42 contains 3011 members 
Mstep: Class 43 contains 3655 members 
Mstep: Class 44 contains 1401 members 
Mstep: Class 45 contains 22188 members 
Mstep: Class 46 contains 13082 members 
Mstep: Class 47 contains 306 members 
Mstep: Class 48 contains 7925 members 
Mstep: Class 49 contains 26843 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 616 members 
Mstep: Class 52 contains 309 members 
Mstep: Class 53 contains 3100 members 
Mstep: Class 54 contains 347 members 
Mstep: Class 55 contains 4796 members 
Mstep: Class 56 contains 17273 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 284 members 
Mstep: Class 60 contains 4819 members 
Mstep: Class 61 contains 1768 members 
Mstep: Class 62 contains 1052 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 8194 members 
Mstep: Class 65 contains 503 members 
Mstep: Class 66 contains 665 members 
Mstep: Class 67 contains 2648 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 711 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 7214 members 
Mstep: Class 75 contains 485 members 
Mstep: Class 76 contains 504 members 
Mstep: Class 77 contains 631 members 
Mstep: Class 78 contains 407 members 
Entering Unmasked Estep 
Score: -147546112.000000 Penalty: 270583.718750
Splitting cluster 75 changes total score from -147546992.000000 to -147546112.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 76 (504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Entering Unmasked Estep 
Score: -74841.117188 Penalty: 1543.198853
	Iteration 0F: 2 clusters Score -74841.12 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 254 members 
Entering Unmasked Estep 
Score: -73357.242188 Penalty: 3086.397705
	Iteration 0F: 3 clusters Score -73357.24 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -73943.328125 Penalty: 3086.397705
	Iteration 1F: 3 clusters Score -73943.33 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -74301.781250 Penalty: 3086.397705
	Iteration 2F: 3 clusters Score -74301.78 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -74520.562500 Penalty: 3086.397705
	Iteration 3F: 3 clusters Score -74520.56 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -74869.445312 Penalty: 3086.397705
	Iteration 4F: 3 clusters Score -74869.45 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -75234.156250 Penalty: 3086.397705
	Iteration 5Q: 3 clusters Score -75234.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -75276.335938 Penalty: 3086.397705
	Iteration 6Q: 3 clusters Score -75276.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -75293.445312 Penalty: 3086.397705
	Iteration 7Q: 3 clusters Score -75293.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -75302.023438 Penalty: 3086.397705
	Iteration 8Q: 3 clusters Score -75302.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -75312.914062 Penalty: 3086.397705
	Iteration 9Q: 3 clusters Score -75312.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -75335.367188 Penalty: 3086.397705
	Iteration 10Q: 3 clusters Score -75335.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -75359.367188 Penalty: 3086.397705
	Iteration 11Q: 3 clusters Score -75359.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -75392.085938 Penalty: 3086.397705
	Iteration 12Q: 3 clusters Score -75392.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -75492.187500 Penalty: 3086.397705
	Iteration 13Q: 3 clusters Score -75492.19 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -75665.750000 Penalty: 3086.397705
	Iteration 14Q: 3 clusters Score -75665.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -75679.398438 Penalty: 3086.397705
	Iteration 15Q: 3 clusters Score -75679.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -75688.398438 Penalty: 3086.397705
	Iteration 16Q: 3 clusters Score -75688.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -75691.781250 Penalty: 3086.397705
	Iteration 17F: 3 clusters Score -75691.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -75713.382812 Penalty: 3086.397705
	Iteration 18Q: 3 clusters Score -75713.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -75713.382812 Penalty: 3086.397705
	Iteration 19F: 3 clusters Score -75713.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22667 members 
Mstep: Class 2 contains 4097 members 
Mstep: Class 3 contains 1074 members 
Mstep: Class 4 contains 223867 members 
Mstep: Class 5 contains 4104 members 
Mstep: Class 6 contains 2304 members 
Mstep: Class 7 contains 9370 members 
Mstep: Class 8 contains 13917 members 
Mstep: Class 9 contains 7484 members 
Mstep: Class 10 contains 27209 members 
Mstep: Class 11 contains 11623 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 13 contains 3501 members 
Mstep: Class 14 contains 36420 members 
Mstep: Class 15 contains 181331 members 
Mstep: Class 16 contains 23105 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 9965 members 
Mstep: Class 19 contains 164797 members 
Mstep: Class 20 contains 55134 members 
Mstep: Class 21 contains 2424 members 
Mstep: Class 22 contains 686 members 
Mstep: Class 23 contains 4373 members 
Mstep: Class 24 contains 3309 members 
Mstep: Class 25 contains 38649 members 
Mstep: Class 26 contains 60626 members 
Mstep: Class 27 contains 28772 members 
Mstep: Class 28 contains 470 members 
Mstep: Class 29 contains 42863 members 
Mstep: Class 30 contains 10848 members 
Mstep: Class 31 contains 6551 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8485 members 
Mstep: Class 34 contains 437 members 
Mstep: Class 35 contains 3414 members 
Mstep: Class 36 contains 8305 members 
Mstep: Class 37 contains 3934 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1867 members 
Mstep: Class 40 contains 19220 members 
Mstep: Class 41 contains 424 members 
Mstep: Class 42 contains 3011 members 
Mstep: Class 43 contains 3655 members 
Mstep: Class 44 contains 1401 members 
Mstep: Class 45 contains 22188 members 
Mstep: Class 46 contains 13082 members 
Mstep: Class 47 contains 306 members 
Mstep: Class 48 contains 7925 members 
Mstep: Class 49 contains 26843 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 616 members 
Mstep: Class 52 contains 309 members 
Mstep: Class 53 contains 3100 members 
Mstep: Class 54 contains 347 members 
Mstep: Class 55 contains 4796 members 
Mstep: Class 56 contains 17273 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 284 members 
Mstep: Class 60 contains 4819 members 
Mstep: Class 61 contains 1768 members 
Mstep: Class 62 contains 1052 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 8194 members 
Mstep: Class 65 contains 503 members 
Mstep: Class 66 contains 665 members 
Mstep: Class 67 contains 2648 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 711 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 7214 members 
Mstep: Class 75 contains 892 members 
Mstep: Class 76 contains 307 members 
Mstep: Class 77 contains 631 members 
Mstep: Class 78 contains 197 members 
Entering Unmasked Estep 
Score: -147545808.000000 Penalty: 270583.718750
Splitting cluster 76 changes total score from -147546992.000000 to -147545808.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 77 (631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Entering Unmasked Estep 
Score: -98648.671875 Penalty: 1598.931763
	Iteration 0F: 2 clusters Score -98648.67 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 317 members 
Entering Unmasked Estep 
Score: -97076.429688 Penalty: 3197.863525
	Iteration 0F: 3 clusters Score -97076.43 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -97524.195312 Penalty: 3197.863525
	Iteration 1F: 3 clusters Score -97524.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -97875.445312 Penalty: 3197.863525
	Iteration 2F: 3 clusters Score -97875.45 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -98221.070312 Penalty: 3197.863525
	Iteration 3F: 3 clusters Score -98221.07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -98438.687500 Penalty: 3197.863525
	Iteration 4F: 3 clusters Score -98438.69 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -98558.984375 Penalty: 3197.863525
	Iteration 5Q: 3 clusters Score -98558.98 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -98739.335938 Penalty: 3197.863525
	Iteration 6Q: 3 clusters Score -98739.34 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -98861.250000 Penalty: 3197.863525
	Iteration 7Q: 3 clusters Score -98861.25 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -98962.171875 Penalty: 3197.863525
	Iteration 8Q: 3 clusters Score -98962.17 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -99137.632812 Penalty: 3197.863525
	Iteration 9Q: 3 clusters Score -99137.63 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -99234.031250 Penalty: 3197.863525
	Iteration 10Q: 3 clusters Score -99234.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -99256.687500 Penalty: 3197.863525
	Iteration 11Q: 3 clusters Score -99256.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -99267.273438 Penalty: 3197.863525
	Iteration 12Q: 3 clusters Score -99267.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -99274.539062 Penalty: 3197.863525
	Iteration 13Q: 3 clusters Score -99274.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -99277.500000 Penalty: 3197.863525
	Iteration 14F: 3 clusters Score -99277.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -99283.937500 Penalty: 3197.863525
	Iteration 15Q: 3 clusters Score -99283.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -99292.015625 Penalty: 3197.863525
	Iteration 16Q: 3 clusters Score -99292.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -99292.015625 Penalty: 3197.863525
	Iteration 17F: 3 clusters Score -99292.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22667 members 
Mstep: Class 2 contains 4097 members 
Mstep: Class 3 contains 1074 members 
Mstep: Class 4 contains 223867 members 
Mstep: Class 5 contains 4104 members 
Mstep: Class 6 contains 2304 members 
Mstep: Class 7 contains 9370 members 
Mstep: Class 8 contains 13917 members 
Mstep: Class 9 contains 7484 members 
Mstep: Class 10 contains 27209 members 
Mstep: Class 11 contains 11623 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 13 contains 3501 members 
Mstep: Class 14 contains 36420 members 
Mstep: Class 15 contains 181331 members 
Mstep: Class 16 contains 23105 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 9965 members 
Mstep: Class 19 contains 164797 members 
Mstep: Class 20 contains 55134 members 
Mstep: Class 21 contains 2424 members 
Mstep: Class 22 contains 686 members 
Mstep: Class 23 contains 4373 members 
Mstep: Class 24 contains 3309 members 
Mstep: Class 25 contains 38649 members 
Mstep: Class 26 contains 60626 members 
Mstep: Class 27 contains 28772 members 
Mstep: Class 28 contains 470 members 
Mstep: Class 29 contains 42863 members 
Mstep: Class 30 contains 10848 members 
Mstep: Class 31 contains 6551 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8485 members 
Mstep: Class 34 contains 437 members 
Mstep: Class 35 contains 3414 members 
Mstep: Class 36 contains 8305 members 
Mstep: Class 37 contains 3934 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1867 members 
Mstep: Class 40 contains 19220 members 
Mstep: Class 41 contains 424 members 
Mstep: Class 42 contains 3011 members 
Mstep: Class 43 contains 3655 members 
Mstep: Class 44 contains 1401 members 
Mstep: Class 45 contains 22188 members 
Mstep: Class 46 contains 13082 members 
Mstep: Class 47 contains 306 members 
Mstep: Class 48 contains 7925 members 
Mstep: Class 49 contains 26843 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 616 members 
Mstep: Class 52 contains 309 members 
Mstep: Class 53 contains 3100 members 
Mstep: Class 54 contains 347 members 
Mstep: Class 55 contains 4796 members 
Mstep: Class 56 contains 17273 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 284 members 
Mstep: Class 60 contains 4819 members 
Mstep: Class 61 contains 1768 members 
Mstep: Class 62 contains 1052 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 8194 members 
Mstep: Class 65 contains 503 members 
Mstep: Class 66 contains 665 members 
Mstep: Class 67 contains 2648 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 711 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 7214 members 
Mstep: Class 75 contains 892 members 
Mstep: Class 76 contains 504 members 
Mstep: Class 77 contains 427 members 
Mstep: Class 78 contains 204 members 
Entering Unmasked Estep 
Score: -147545568.000000 Penalty: 270583.718750
Splitting cluster 77 changes total score from -147546992.000000 to -147545568.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22667 members 
Mstep: Class 2 contains 4097 members 
Mstep: Class 3 contains 1074 members 
Mstep: Class 4 contains 223867 members 
Mstep: Class 5 contains 4104 members 
Mstep: Class 6 contains 2304 members 
Mstep: Class 7 contains 9370 members 
Mstep: Class 8 contains 13917 members 
Mstep: Class 9 contains 7484 members 
Mstep: Class 10 contains 27209 members 
Mstep: Class 11 contains 11623 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 13 contains 3501 members 
Mstep: Class 14 contains 36420 members 
Mstep: Class 15 contains 181331 members 
Mstep: Class 16 contains 23105 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 9965 members 
Mstep: Class 19 contains 164797 members 
Mstep: Class 20 contains 55134 members 
Mstep: Class 21 contains 2424 members 
Mstep: Class 22 contains 686 members 
Mstep: Class 23 contains 4373 members 
Mstep: Class 24 contains 3309 members 
Mstep: Class 25 contains 38649 members 
Mstep: Class 26 contains 60626 members 
Mstep: Class 27 contains 28772 members 
Mstep: Class 28 contains 470 members 
Mstep: Class 29 contains 42863 members 
Mstep: Class 30 contains 10848 members 
Mstep: Class 31 contains 6551 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8485 members 
Mstep: Class 34 contains 437 members 
Mstep: Class 35 contains 3414 members 
Mstep: Class 36 contains 8305 members 
Mstep: Class 37 contains 3934 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1867 members 
Mstep: Class 40 contains 19220 members 
Mstep: Class 41 contains 424 members 
Mstep: Class 42 contains 3011 members 
Mstep: Class 43 contains 3655 members 
Mstep: Class 44 contains 1401 members 
Mstep: Class 45 contains 22188 members 
Mstep: Class 46 contains 13082 members 
Mstep: Class 47 contains 306 members 
Mstep: Class 48 contains 7925 members 
Mstep: Class 49 contains 26843 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 616 members 
Mstep: Class 52 contains 309 members 
Mstep: Class 53 contains 3100 members 
Mstep: Class 54 contains 347 members 
Mstep: Class 55 contains 4796 members 
Mstep: Class 56 contains 17273 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 284 members 
Mstep: Class 60 contains 4819 members 
Mstep: Class 61 contains 1768 members 
Mstep: Class 62 contains 1052 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 8194 members 
Mstep: Class 65 contains 503 members 
Mstep: Class 66 contains 665 members 
Mstep: Class 67 contains 2648 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 711 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 7214 members 
Mstep: Class 75 contains 892 members 
Mstep: Class 76 contains 504 members 
Mstep: Class 77 contains 631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147546944.000000 Penalty: 267114.687500
Iteration 279Q: 78 clusters Score -1.475469e+08 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22667 members 
Mstep: Class 2 contains 4103 members 
Mstep: Class 3 contains 1074 members 
Mstep: Class 4 contains 223863 members 
Mstep: Class 5 contains 4104 members 
Mstep: Class 6 contains 2305 members 
Mstep: Class 7 contains 9370 members 
Mstep: Class 8 contains 13919 members 
Mstep: Class 9 contains 7484 members 
Mstep: Class 10 contains 27209 members 
Mstep: Class 11 contains 11622 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 13 contains 3502 members 
Mstep: Class 14 contains 36423 members 
Mstep: Class 15 contains 181329 members 
Mstep: Class 16 contains 23105 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 9965 members 
Mstep: Class 19 contains 164800 members 
Mstep: Class 20 contains 55126 members 
Mstep: Class 21 contains 2423 members 
Mstep: Class 22 contains 686 members 
Mstep: Class 23 contains 4373 members 
Mstep: Class 24 contains 3310 members 
Mstep: Class 25 contains 38647 members 
Mstep: Class 26 contains 60625 members 
Mstep: Class 27 contains 28773 members 
Mstep: Class 28 contains 470 members 
Mstep: Class 29 contains 42852 members 
Mstep: Class 30 contains 10844 members 
Mstep: Class 31 contains 6552 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8485 members 
Mstep: Class 34 contains 437 members 
Mstep: Class 35 contains 3415 members 
Mstep: Class 36 contains 8306 members 
Mstep: Class 37 contains 3934 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1867 members 
Mstep: Class 40 contains 19223 members 
Mstep: Class 41 contains 424 members 
Mstep: Class 42 contains 3011 members 
Mstep: Class 43 contains 3644 members 
Mstep: Class 44 contains 1401 members 
Mstep: Class 45 contains 22194 members 
Mstep: Class 46 contains 13080 members 
Mstep: Class 47 contains 306 members 
Mstep: Class 48 contains 7914 members 
Mstep: Class 49 contains 26844 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 616 members 
Mstep: Class 52 contains 309 members 
Mstep: Class 53 contains 3099 members 
Mstep: Class 54 contains 347 members 
Mstep: Class 55 contains 4796 members 
Mstep: Class 56 contains 17273 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 284 members 
Mstep: Class 60 contains 4822 members 
Mstep: Class 61 contains 1768 members 
Mstep: Class 62 contains 1052 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 8195 members 
Mstep: Class 65 contains 503 members 
Mstep: Class 66 contains 665 members 
Mstep: Class 67 contains 2648 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 711 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 7238 members 
Mstep: Class 75 contains 892 members 
Mstep: Class 76 contains 504 members 
Mstep: Class 77 contains 631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147546960.000000 Penalty: 267114.687500
Iteration 280F: 78 clusters Score -1.47547e+08 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22667 members 
Mstep: Class 2 contains 4107 members 
Mstep: Class 3 contains 1074 members 
Mstep: Class 4 contains 223865 members 
Mstep: Class 5 contains 4104 members 
Mstep: Class 6 contains 2304 members 
Mstep: Class 7 contains 9370 members 
Mstep: Class 8 contains 13923 members 
Mstep: Class 9 contains 7484 members 
Mstep: Class 10 contains 27209 members 
Mstep: Class 11 contains 11621 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 13 contains 3506 members 
Mstep: Class 14 contains 36433 members 
Mstep: Class 15 contains 181327 members 
Mstep: Class 16 contains 23105 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 9965 members 
Mstep: Class 19 contains 164798 members 
Mstep: Class 20 contains 55116 members 
Mstep: Class 21 contains 2423 members 
Mstep: Class 22 contains 686 members 
Mstep: Class 23 contains 4373 members 
Mstep: Class 24 contains 3310 members 
Mstep: Class 25 contains 38645 members 
Mstep: Class 26 contains 60623 members 
Mstep: Class 27 contains 28774 members 
Mstep: Class 28 contains 470 members 
Mstep: Class 29 contains 42837 members 
Mstep: Class 30 contains 10840 members 
Mstep: Class 31 contains 6553 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8485 members 
Mstep: Class 34 contains 437 members 
Mstep: Class 35 contains 3414 members 
Mstep: Class 36 contains 8302 members 
Mstep: Class 37 contains 3934 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1868 members 
Mstep: Class 40 contains 19224 members 
Mstep: Class 41 contains 424 members 
Mstep: Class 42 contains 3011 members 
Mstep: Class 43 contains 3629 members 
Mstep: Class 44 contains 1401 members 
Mstep: Class 45 contains 22198 members 
Mstep: Class 46 contains 13081 members 
Mstep: Class 47 contains 306 members 
Mstep: Class 48 contains 7903 members 
Mstep: Class 49 contains 26844 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 616 members 
Mstep: Class 52 contains 309 members 
Mstep: Class 53 contains 3099 members 
Mstep: Class 54 contains 347 members 
Mstep: Class 55 contains 4796 members 
Mstep: Class 56 contains 17273 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 284 members 
Mstep: Class 60 contains 4822 members 
Mstep: Class 61 contains 1768 members 
Mstep: Class 62 contains 1052 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 8198 members 
Mstep: Class 65 contains 503 members 
Mstep: Class 66 contains 665 members 
Mstep: Class 67 contains 2648 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 711 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 7272 members 
Mstep: Class 75 contains 892 members 
Mstep: Class 76 contains 504 members 
Mstep: Class 77 contains 631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147546960.000000 Penalty: 267114.687500
Iteration 281Q: 78 clusters Score -1.47547e+08 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22667 members 
Mstep: Class 2 contains 4108 members 
Mstep: Class 3 contains 1074 members 
Mstep: Class 4 contains 223865 members 
Mstep: Class 5 contains 4104 members 
Mstep: Class 6 contains 2308 members 
Mstep: Class 7 contains 9369 members 
Mstep: Class 8 contains 13927 members 
Mstep: Class 9 contains 7484 members 
Mstep: Class 10 contains 27209 members 
Mstep: Class 11 contains 11621 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 13 contains 3506 members 
Mstep: Class 14 contains 36439 members 
Mstep: Class 15 contains 181323 members 
Mstep: Class 16 contains 23105 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 9965 members 
Mstep: Class 19 contains 164793 members 
Mstep: Class 20 contains 55112 members 
Mstep: Class 21 contains 2423 members 
Mstep: Class 22 contains 686 members 
Mstep: Class 23 contains 4373 members 
Mstep: Class 24 contains 3311 members 
Mstep: Class 25 contains 38641 members 
Mstep: Class 26 contains 60625 members 
Mstep: Class 27 contains 28777 members 
Mstep: Class 28 contains 470 members 
Mstep: Class 29 contains 42824 members 
Mstep: Class 30 contains 10834 members 
Mstep: Class 31 contains 6554 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8485 members 
Mstep: Class 34 contains 437 members 
Mstep: Class 35 contains 3414 members 
Mstep: Class 36 contains 8300 members 
Mstep: Class 37 contains 3935 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1870 members 
Mstep: Class 40 contains 19224 members 
Mstep: Class 41 contains 424 members 
Mstep: Class 42 contains 3010 members 
Mstep: Class 43 contains 3614 members 
Mstep: Class 44 contains 1401 members 
Mstep: Class 45 contains 22199 members 
Mstep: Class 46 contains 13080 members 
Mstep: Class 47 contains 306 members 
Mstep: Class 48 contains 7894 members 
Mstep: Class 49 contains 26843 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 616 members 
Mstep: Class 52 contains 309 members 
Mstep: Class 53 contains 3099 members 
Mstep: Class 54 contains 347 members 
Mstep: Class 55 contains 4795 members 
Mstep: Class 56 contains 17273 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 284 members 
Mstep: Class 60 contains 4823 members 
Mstep: Class 61 contains 1769 members 
Mstep: Class 62 contains 1052 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 8201 members 
Mstep: Class 65 contains 503 members 
Mstep: Class 66 contains 665 members 
Mstep: Class 67 contains 2648 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 711 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 7308 members 
Mstep: Class 75 contains 892 members 
Mstep: Class 76 contains 504 members 
Mstep: Class 77 contains 631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147546848.000000 Penalty: 267114.687500
Iteration 282Q: 78 clusters Score -1.475468e+08 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22666 members 
Mstep: Class 2 contains 4112 members 
Mstep: Class 3 contains 1074 members 
Mstep: Class 4 contains 223862 members 
Mstep: Class 5 contains 4104 members 
Mstep: Class 6 contains 2303 members 
Mstep: Class 7 contains 9369 members 
Mstep: Class 8 contains 13930 members 
Mstep: Class 9 contains 7484 members 
Mstep: Class 10 contains 27209 members 
Mstep: Class 11 contains 11621 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 13 contains 3505 members 
Mstep: Class 14 contains 36446 members 
Mstep: Class 15 contains 181317 members 
Mstep: Class 16 contains 23105 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 9964 members 
Mstep: Class 19 contains 164799 members 
Mstep: Class 20 contains 55113 members 
Mstep: Class 21 contains 2423 members 
Mstep: Class 22 contains 686 members 
Mstep: Class 23 contains 4373 members 
Mstep: Class 24 contains 3310 members 
Mstep: Class 25 contains 38637 members 
Mstep: Class 26 contains 60626 members 
Mstep: Class 27 contains 28784 members 
Mstep: Class 28 contains 470 members 
Mstep: Class 29 contains 42802 members 
Mstep: Class 30 contains 10822 members 
Mstep: Class 31 contains 6555 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8485 members 
Mstep: Class 34 contains 437 members 
Mstep: Class 35 contains 3414 members 
Mstep: Class 36 contains 8301 members 
Mstep: Class 37 contains 3935 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1872 members 
Mstep: Class 40 contains 19225 members 
Mstep: Class 41 contains 424 members 
Mstep: Class 42 contains 3009 members 
Mstep: Class 43 contains 3601 members 
Mstep: Class 44 contains 1401 members 
Mstep: Class 45 contains 22198 members 
Mstep: Class 46 contains 13080 members 
Mstep: Class 47 contains 306 members 
Mstep: Class 48 contains 7889 members 
Mstep: Class 49 contains 26843 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 616 members 
Mstep: Class 52 contains 309 members 
Mstep: Class 53 contains 3099 members 
Mstep: Class 54 contains 347 members 
Mstep: Class 55 contains 4796 members 
Mstep: Class 56 contains 17273 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 284 members 
Mstep: Class 60 contains 4823 members 
Mstep: Class 61 contains 1769 members 
Mstep: Class 62 contains 1052 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 8208 members 
Mstep: Class 65 contains 503 members 
Mstep: Class 66 contains 665 members 
Mstep: Class 67 contains 2648 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 711 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 7342 members 
Mstep: Class 75 contains 892 members 
Mstep: Class 76 contains 504 members 
Mstep: Class 77 contains 631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147546960.000000 Penalty: 267114.687500
Iteration 283Q: 78 clusters Score -1.47547e+08 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22666 members 
Mstep: Class 2 contains 4122 members 
Mstep: Class 3 contains 1074 members 
Mstep: Class 4 contains 223860 members 
Mstep: Class 5 contains 4104 members 
Mstep: Class 6 contains 2298 members 
Mstep: Class 7 contains 9367 members 
Mstep: Class 8 contains 13930 members 
Mstep: Class 9 contains 7483 members 
Mstep: Class 10 contains 27209 members 
Mstep: Class 11 contains 11621 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 13 contains 3505 members 
Mstep: Class 14 contains 36454 members 
Mstep: Class 15 contains 181313 members 
Mstep: Class 16 contains 23103 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 9963 members 
Mstep: Class 19 contains 164798 members 
Mstep: Class 20 contains 55113 members 
Mstep: Class 21 contains 2423 members 
Mstep: Class 22 contains 686 members 
Mstep: Class 23 contains 4373 members 
Mstep: Class 24 contains 3310 members 
Mstep: Class 25 contains 38634 members 
Mstep: Class 26 contains 60632 members 
Mstep: Class 27 contains 28789 members 
Mstep: Class 28 contains 470 members 
Mstep: Class 29 contains 42776 members 
Mstep: Class 30 contains 10814 members 
Mstep: Class 31 contains 6557 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8486 members 
Mstep: Class 34 contains 437 members 
Mstep: Class 35 contains 3414 members 
Mstep: Class 36 contains 8301 members 
Mstep: Class 37 contains 3935 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1875 members 
Mstep: Class 40 contains 19226 members 
Mstep: Class 41 contains 424 members 
Mstep: Class 42 contains 3009 members 
Mstep: Class 43 contains 3595 members 
Mstep: Class 44 contains 1401 members 
Mstep: Class 45 contains 22192 members 
Mstep: Class 46 contains 13079 members 
Mstep: Class 47 contains 306 members 
Mstep: Class 48 contains 7879 members 
Mstep: Class 49 contains 26842 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 616 members 
Mstep: Class 52 contains 309 members 
Mstep: Class 53 contains 3099 members 
Mstep: Class 54 contains 347 members 
Mstep: Class 55 contains 4797 members 
Mstep: Class 56 contains 17273 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 284 members 
Mstep: Class 60 contains 4822 members 
Mstep: Class 61 contains 1768 members 
Mstep: Class 62 contains 1052 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 8210 members 
Mstep: Class 65 contains 503 members 
Mstep: Class 66 contains 665 members 
Mstep: Class 67 contains 2648 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 711 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 7384 members 
Mstep: Class 75 contains 892 members 
Mstep: Class 76 contains 504 members 
Mstep: Class 77 contains 631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147547056.000000 Penalty: 267114.687500
Iteration 284Q: 78 clusters Score -1.475471e+08 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22665 members 
Mstep: Class 2 contains 4136 members 
Mstep: Class 3 contains 1074 members 
Mstep: Class 4 contains 223861 members 
Mstep: Class 5 contains 4104 members 
Mstep: Class 6 contains 2293 members 
Mstep: Class 7 contains 9367 members 
Mstep: Class 8 contains 13932 members 
Mstep: Class 9 contains 7484 members 
Mstep: Class 10 contains 27209 members 
Mstep: Class 11 contains 11625 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 13 contains 3506 members 
Mstep: Class 14 contains 36456 members 
Mstep: Class 15 contains 181310 members 
Mstep: Class 16 contains 23103 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 9964 members 
Mstep: Class 19 contains 164800 members 
Mstep: Class 20 contains 55109 members 
Mstep: Class 21 contains 2423 members 
Mstep: Class 22 contains 686 members 
Mstep: Class 23 contains 4373 members 
Mstep: Class 24 contains 3311 members 
Mstep: Class 25 contains 38630 members 
Mstep: Class 26 contains 60629 members 
Mstep: Class 27 contains 28790 members 
Mstep: Class 28 contains 470 members 
Mstep: Class 29 contains 42750 members 
Mstep: Class 30 contains 10802 members 
Mstep: Class 31 contains 6558 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8487 members 
Mstep: Class 34 contains 437 members 
Mstep: Class 35 contains 3414 members 
Mstep: Class 36 contains 8301 members 
Mstep: Class 37 contains 3935 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1878 members 
Mstep: Class 40 contains 19227 members 
Mstep: Class 41 contains 424 members 
Mstep: Class 42 contains 3009 members 
Mstep: Class 43 contains 3582 members 
Mstep: Class 44 contains 1401 members 
Mstep: Class 45 contains 22191 members 
Mstep: Class 46 contains 13079 members 
Mstep: Class 47 contains 306 members 
Mstep: Class 48 contains 7870 members 
Mstep: Class 49 contains 26841 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 616 members 
Mstep: Class 52 contains 309 members 
Mstep: Class 53 contains 3099 members 
Mstep: Class 54 contains 347 members 
Mstep: Class 55 contains 4797 members 
Mstep: Class 56 contains 17274 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 284 members 
Mstep: Class 60 contains 4823 members 
Mstep: Class 61 contains 1768 members 
Mstep: Class 62 contains 1052 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 8211 members 
Mstep: Class 65 contains 503 members 
Mstep: Class 66 contains 665 members 
Mstep: Class 67 contains 2648 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 711 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 7427 members 
Mstep: Class 75 contains 892 members 
Mstep: Class 76 contains 504 members 
Mstep: Class 77 contains 631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147547152.000000 Penalty: 267114.687500
Iteration 285Q: 78 clusters Score -1.475472e+08 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22665 members 
Mstep: Class 2 contains 4151 members 
Mstep: Class 3 contains 1074 members 
Mstep: Class 4 contains 223860 members 
Mstep: Class 5 contains 4104 members 
Mstep: Class 6 contains 2289 members 
Mstep: Class 7 contains 9366 members 
Mstep: Class 8 contains 13932 members 
Mstep: Class 9 contains 7485 members 
Mstep: Class 10 contains 27209 members 
Mstep: Class 11 contains 11623 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 13 contains 3506 members 
Mstep: Class 14 contains 36458 members 
Mstep: Class 15 contains 181307 members 
Mstep: Class 16 contains 23103 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 9965 members 
Mstep: Class 19 contains 164793 members 
Mstep: Class 20 contains 55109 members 
Mstep: Class 21 contains 2423 members 
Mstep: Class 22 contains 686 members 
Mstep: Class 23 contains 4373 members 
Mstep: Class 24 contains 3313 members 
Mstep: Class 25 contains 38627 members 
Mstep: Class 26 contains 60630 members 
Mstep: Class 27 contains 28792 members 
Mstep: Class 28 contains 470 members 
Mstep: Class 29 contains 42724 members 
Mstep: Class 30 contains 10795 members 
Mstep: Class 31 contains 6557 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8489 members 
Mstep: Class 34 contains 437 members 
Mstep: Class 35 contains 3414 members 
Mstep: Class 36 contains 8298 members 
Mstep: Class 37 contains 3935 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1879 members 
Mstep: Class 40 contains 19228 members 
Mstep: Class 41 contains 424 members 
Mstep: Class 42 contains 3009 members 
Mstep: Class 43 contains 3571 members 
Mstep: Class 44 contains 1401 members 
Mstep: Class 45 contains 22184 members 
Mstep: Class 46 contains 13078 members 
Mstep: Class 47 contains 306 members 
Mstep: Class 48 contains 7866 members 
Mstep: Class 49 contains 26841 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 616 members 
Mstep: Class 52 contains 309 members 
Mstep: Class 53 contains 3099 members 
Mstep: Class 54 contains 347 members 
Mstep: Class 55 contains 4799 members 
Mstep: Class 56 contains 17277 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 284 members 
Mstep: Class 60 contains 4824 members 
Mstep: Class 61 contains 1768 members 
Mstep: Class 62 contains 1052 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 8212 members 
Mstep: Class 65 contains 503 members 
Mstep: Class 66 contains 665 members 
Mstep: Class 67 contains 2648 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 711 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 7473 members 
Mstep: Class 75 contains 892 members 
Mstep: Class 76 contains 504 members 
Mstep: Class 77 contains 631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147546976.000000 Penalty: 267114.687500
Iteration 286Q: 78 clusters Score -1.47547e+08 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22664 members 
Mstep: Class 2 contains 4169 members 
Mstep: Class 3 contains 1074 members 
Mstep: Class 4 contains 223862 members 
Mstep: Class 5 contains 4104 members 
Mstep: Class 6 contains 2286 members 
Mstep: Class 7 contains 9364 members 
Mstep: Class 8 contains 13931 members 
Mstep: Class 9 contains 7484 members 
Mstep: Class 10 contains 27210 members 
Mstep: Class 11 contains 11623 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 13 contains 3503 members 
Mstep: Class 14 contains 36459 members 
Mstep: Class 15 contains 181303 members 
Mstep: Class 16 contains 23103 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 9965 members 
Mstep: Class 19 contains 164789 members 
Mstep: Class 20 contains 55107 members 
Mstep: Class 21 contains 2421 members 
Mstep: Class 22 contains 686 members 
Mstep: Class 23 contains 4373 members 
Mstep: Class 24 contains 3317 members 
Mstep: Class 25 contains 38626 members 
Mstep: Class 26 contains 60629 members 
Mstep: Class 27 contains 28790 members 
Mstep: Class 28 contains 470 members 
Mstep: Class 29 contains 42701 members 
Mstep: Class 30 contains 10791 members 
Mstep: Class 31 contains 6556 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8491 members 
Mstep: Class 34 contains 437 members 
Mstep: Class 35 contains 3416 members 
Mstep: Class 36 contains 8293 members 
Mstep: Class 37 contains 3935 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1879 members 
Mstep: Class 40 contains 19228 members 
Mstep: Class 41 contains 424 members 
Mstep: Class 42 contains 3009 members 
Mstep: Class 43 contains 3559 members 
Mstep: Class 44 contains 1401 members 
Mstep: Class 45 contains 22187 members 
Mstep: Class 46 contains 13078 members 
Mstep: Class 47 contains 306 members 
Mstep: Class 48 contains 7866 members 
Mstep: Class 49 contains 26841 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 616 members 
Mstep: Class 52 contains 309 members 
Mstep: Class 53 contains 3099 members 
Mstep: Class 54 contains 347 members 
Mstep: Class 55 contains 4800 members 
Mstep: Class 56 contains 17276 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 284 members 
Mstep: Class 60 contains 4826 members 
Mstep: Class 61 contains 1768 members 
Mstep: Class 62 contains 1052 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 8215 members 
Mstep: Class 65 contains 503 members 
Mstep: Class 66 contains 665 members 
Mstep: Class 67 contains 2648 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 711 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 7507 members 
Mstep: Class 75 contains 892 members 
Mstep: Class 76 contains 504 members 
Mstep: Class 77 contains 631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147546992.000000 Penalty: 267114.687500
Iteration 287Q: 78 clusters Score -1.47547e+08 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22664 members 
Mstep: Class 2 contains 4187 members 
Mstep: Class 3 contains 1074 members 
Mstep: Class 4 contains 223865 members 
Mstep: Class 5 contains 4104 members 
Mstep: Class 6 contains 2281 members 
Mstep: Class 7 contains 9363 members 
Mstep: Class 8 contains 13931 members 
Mstep: Class 9 contains 7484 members 
Mstep: Class 10 contains 27211 members 
Mstep: Class 11 contains 11623 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 13 contains 3500 members 
Mstep: Class 14 contains 36461 members 
Mstep: Class 15 contains 181300 members 
Mstep: Class 16 contains 23103 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 9966 members 
Mstep: Class 19 contains 164774 members 
Mstep: Class 20 contains 55106 members 
Mstep: Class 21 contains 2421 members 
Mstep: Class 22 contains 686 members 
Mstep: Class 23 contains 4373 members 
Mstep: Class 24 contains 3319 members 
Mstep: Class 25 contains 38623 members 
Mstep: Class 26 contains 60626 members 
Mstep: Class 27 contains 28788 members 
Mstep: Class 28 contains 470 members 
Mstep: Class 29 contains 42690 members 
Mstep: Class 30 contains 10786 members 
Mstep: Class 31 contains 6556 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8491 members 
Mstep: Class 34 contains 437 members 
Mstep: Class 35 contains 3416 members 
Mstep: Class 36 contains 8292 members 
Mstep: Class 37 contains 3935 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1879 members 
Mstep: Class 40 contains 19228 members 
Mstep: Class 41 contains 424 members 
Mstep: Class 42 contains 3009 members 
Mstep: Class 43 contains 3548 members 
Mstep: Class 44 contains 1401 members 
Mstep: Class 45 contains 22191 members 
Mstep: Class 46 contains 13078 members 
Mstep: Class 47 contains 306 members 
Mstep: Class 48 contains 7865 members 
Mstep: Class 49 contains 26840 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 616 members 
Mstep: Class 52 contains 309 members 
Mstep: Class 53 contains 3099 members 
Mstep: Class 54 contains 347 members 
Mstep: Class 55 contains 4802 members 
Mstep: Class 56 contains 17276 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 284 members 
Mstep: Class 60 contains 4826 members 
Mstep: Class 61 contains 1768 members 
Mstep: Class 62 contains 1052 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 8217 members 
Mstep: Class 65 contains 503 members 
Mstep: Class 66 contains 665 members 
Mstep: Class 67 contains 2648 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 711 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 7538 members 
Mstep: Class 75 contains 892 members 
Mstep: Class 76 contains 504 members 
Mstep: Class 77 contains 631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147546976.000000 Penalty: 267114.687500
Iteration 288Q: 78 clusters Score -1.47547e+08 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22663 members 
Mstep: Class 2 contains 4201 members 
Mstep: Class 3 contains 1074 members 
Mstep: Class 4 contains 223866 members 
Mstep: Class 5 contains 4104 members 
Mstep: Class 6 contains 2278 members 
Mstep: Class 7 contains 9364 members 
Mstep: Class 8 contains 13929 members 
Mstep: Class 9 contains 7484 members 
Mstep: Class 10 contains 27211 members 
Mstep: Class 11 contains 11623 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 13 contains 3501 members 
Mstep: Class 14 contains 36458 members 
Mstep: Class 15 contains 181297 members 
Mstep: Class 16 contains 23103 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 9966 members 
Mstep: Class 19 contains 164764 members 
Mstep: Class 20 contains 55107 members 
Mstep: Class 21 contains 2421 members 
Mstep: Class 22 contains 686 members 
Mstep: Class 23 contains 4373 members 
Mstep: Class 24 contains 3322 members 
Mstep: Class 25 contains 38615 members 
Mstep: Class 26 contains 60627 members 
Mstep: Class 27 contains 28789 members 
Mstep: Class 28 contains 470 members 
Mstep: Class 29 contains 42670 members 
Mstep: Class 30 contains 10785 members 
Mstep: Class 31 contains 6556 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8492 members 
Mstep: Class 34 contains 437 members 
Mstep: Class 35 contains 3417 members 
Mstep: Class 36 contains 8292 members 
Mstep: Class 37 contains 3935 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1880 members 
Mstep: Class 40 contains 19228 members 
Mstep: Class 41 contains 424 members 
Mstep: Class 42 contains 3009 members 
Mstep: Class 43 contains 3533 members 
Mstep: Class 44 contains 1401 members 
Mstep: Class 45 contains 22186 members 
Mstep: Class 46 contains 13079 members 
Mstep: Class 47 contains 306 members 
Mstep: Class 48 contains 7866 members 
Mstep: Class 49 contains 26840 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 616 members 
Mstep: Class 52 contains 309 members 
Mstep: Class 53 contains 3098 members 
Mstep: Class 54 contains 347 members 
Mstep: Class 55 contains 4804 members 
Mstep: Class 56 contains 17276 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 284 members 
Mstep: Class 60 contains 4826 members 
Mstep: Class 61 contains 1768 members 
Mstep: Class 62 contains 1052 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 8222 members 
Mstep: Class 65 contains 503 members 
Mstep: Class 66 contains 665 members 
Mstep: Class 67 contains 2648 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 711 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 7575 members 
Mstep: Class 75 contains 892 members 
Mstep: Class 76 contains 504 members 
Mstep: Class 77 contains 631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147547008.000000 Penalty: 267114.687500
Iteration 289Q: 78 clusters Score -1.47547e+08 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22661 members 
Mstep: Class 2 contains 4217 members 
Mstep: Class 3 contains 1074 members 
Mstep: Class 4 contains 223870 members 
Mstep: Class 5 contains 4104 members 
Mstep: Class 6 contains 2276 members 
Mstep: Class 7 contains 9364 members 
Mstep: Class 8 contains 13927 members 
Mstep: Class 9 contains 7484 members 
Mstep: Class 10 contains 27211 members 
Mstep: Class 11 contains 11622 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 13 contains 3502 members 
Mstep: Class 14 contains 36450 members 
Mstep: Class 15 contains 181294 members 
Mstep: Class 16 contains 23103 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 9967 members 
Mstep: Class 19 contains 164755 members 
Mstep: Class 20 contains 55101 members 
Mstep: Class 21 contains 2421 members 
Mstep: Class 22 contains 686 members 
Mstep: Class 23 contains 4373 members 
Mstep: Class 24 contains 3322 members 
Mstep: Class 25 contains 38611 members 
Mstep: Class 26 contains 60625 members 
Mstep: Class 27 contains 28790 members 
Mstep: Class 28 contains 470 members 
Mstep: Class 29 contains 42648 members 
Mstep: Class 30 contains 10784 members 
Mstep: Class 31 contains 6556 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8494 members 
Mstep: Class 34 contains 437 members 
Mstep: Class 35 contains 3418 members 
Mstep: Class 36 contains 8291 members 
Mstep: Class 37 contains 3934 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1880 members 
Mstep: Class 40 contains 19228 members 
Mstep: Class 41 contains 424 members 
Mstep: Class 42 contains 3009 members 
Mstep: Class 43 contains 3519 members 
Mstep: Class 44 contains 1401 members 
Mstep: Class 45 contains 22186 members 
Mstep: Class 46 contains 13082 members 
Mstep: Class 47 contains 306 members 
Mstep: Class 48 contains 7864 members 
Mstep: Class 49 contains 26840 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 616 members 
Mstep: Class 52 contains 309 members 
Mstep: Class 53 contains 3098 members 
Mstep: Class 54 contains 347 members 
Mstep: Class 55 contains 4805 members 
Mstep: Class 56 contains 17276 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 284 members 
Mstep: Class 60 contains 4827 members 
Mstep: Class 61 contains 1768 members 
Mstep: Class 62 contains 1052 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 8225 members 
Mstep: Class 65 contains 503 members 
Mstep: Class 66 contains 665 members 
Mstep: Class 67 contains 2648 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 711 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 7621 members 
Mstep: Class 75 contains 892 members 
Mstep: Class 76 contains 504 members 
Mstep: Class 77 contains 631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147546944.000000 Penalty: 267114.687500
Iteration 290Q: 78 clusters Score -1.475469e+08 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22658 members 
Mstep: Class 2 contains 4226 members 
Mstep: Class 3 contains 1074 members 
Mstep: Class 4 contains 223872 members 
Mstep: Class 5 contains 4104 members 
Mstep: Class 6 contains 2273 members 
Mstep: Class 7 contains 9362 members 
Mstep: Class 8 contains 13925 members 
Mstep: Class 9 contains 7483 members 
Mstep: Class 10 contains 27212 members 
Mstep: Class 11 contains 11621 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 13 contains 3499 members 
Mstep: Class 14 contains 36447 members 
Mstep: Class 15 contains 181290 members 
Mstep: Class 16 contains 23103 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 9967 members 
Mstep: Class 19 contains 164753 members 
Mstep: Class 20 contains 55097 members 
Mstep: Class 21 contains 2419 members 
Mstep: Class 22 contains 686 members 
Mstep: Class 23 contains 4373 members 
Mstep: Class 24 contains 3322 members 
Mstep: Class 25 contains 38606 members 
Mstep: Class 26 contains 60625 members 
Mstep: Class 27 contains 28790 members 
Mstep: Class 28 contains 470 members 
Mstep: Class 29 contains 42631 members 
Mstep: Class 30 contains 10784 members 
Mstep: Class 31 contains 6556 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8495 members 
Mstep: Class 34 contains 437 members 
Mstep: Class 35 contains 3418 members 
Mstep: Class 36 contains 8293 members 
Mstep: Class 37 contains 3933 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1881 members 
Mstep: Class 40 contains 19228 members 
Mstep: Class 41 contains 424 members 
Mstep: Class 42 contains 3009 members 
Mstep: Class 43 contains 3506 members 
Mstep: Class 44 contains 1401 members 
Mstep: Class 45 contains 22176 members 
Mstep: Class 46 contains 13085 members 
Mstep: Class 47 contains 306 members 
Mstep: Class 48 contains 7863 members 
Mstep: Class 49 contains 26839 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 616 members 
Mstep: Class 52 contains 309 members 
Mstep: Class 53 contains 3099 members 
Mstep: Class 54 contains 347 members 
Mstep: Class 55 contains 4807 members 
Mstep: Class 56 contains 17276 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 284 members 
Mstep: Class 60 contains 4827 members 
Mstep: Class 61 contains 1768 members 
Mstep: Class 62 contains 1052 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 8232 members 
Mstep: Class 65 contains 503 members 
Mstep: Class 66 contains 665 members 
Mstep: Class 67 contains 2648 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 711 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 7670 members 
Mstep: Class 75 contains 892 members 
Mstep: Class 76 contains 504 members 
Mstep: Class 77 contains 631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147546992.000000 Penalty: 267114.687500
Iteration 291Q: 78 clusters Score -1.47547e+08 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22657 members 
Mstep: Class 2 contains 4234 members 
Mstep: Class 3 contains 1074 members 
Mstep: Class 4 contains 223875 members 
Mstep: Class 5 contains 4104 members 
Mstep: Class 6 contains 2269 members 
Mstep: Class 7 contains 9361 members 
Mstep: Class 8 contains 13923 members 
Mstep: Class 9 contains 7482 members 
Mstep: Class 10 contains 27212 members 
Mstep: Class 11 contains 11621 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 13 contains 3498 members 
Mstep: Class 14 contains 36450 members 
Mstep: Class 15 contains 181285 members 
Mstep: Class 16 contains 23103 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 9967 members 
Mstep: Class 19 contains 164745 members 
Mstep: Class 20 contains 55095 members 
Mstep: Class 21 contains 2418 members 
Mstep: Class 22 contains 686 members 
Mstep: Class 23 contains 4373 members 
Mstep: Class 24 contains 3324 members 
Mstep: Class 25 contains 38599 members 
Mstep: Class 26 contains 60624 members 
Mstep: Class 27 contains 28789 members 
Mstep: Class 28 contains 470 members 
Mstep: Class 29 contains 42618 members 
Mstep: Class 30 contains 10784 members 
Mstep: Class 31 contains 6556 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8495 members 
Mstep: Class 34 contains 437 members 
Mstep: Class 35 contains 3418 members 
Mstep: Class 36 contains 8292 members 
Mstep: Class 37 contains 3933 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1881 members 
Mstep: Class 40 contains 19228 members 
Mstep: Class 41 contains 424 members 
Mstep: Class 42 contains 3009 members 
Mstep: Class 43 contains 3491 members 
Mstep: Class 44 contains 1401 members 
Mstep: Class 45 contains 22173 members 
Mstep: Class 46 contains 13085 members 
Mstep: Class 47 contains 306 members 
Mstep: Class 48 contains 7856 members 
Mstep: Class 49 contains 26839 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 616 members 
Mstep: Class 52 contains 309 members 
Mstep: Class 53 contains 3100 members 
Mstep: Class 54 contains 347 members 
Mstep: Class 55 contains 4808 members 
Mstep: Class 56 contains 17276 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 284 members 
Mstep: Class 60 contains 4827 members 
Mstep: Class 61 contains 1768 members 
Mstep: Class 62 contains 1052 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 8240 members 
Mstep: Class 65 contains 503 members 
Mstep: Class 66 contains 665 members 
Mstep: Class 67 contains 2648 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 711 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 7718 members 
Mstep: Class 75 contains 892 members 
Mstep: Class 76 contains 504 members 
Mstep: Class 77 contains 631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147547040.000000 Penalty: 267114.687500
Iteration 292Q: 78 clusters Score -1.47547e+08 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22657 members 
Mstep: Class 2 contains 4246 members 
Mstep: Class 3 contains 1074 members 
Mstep: Class 4 contains 223878 members 
Mstep: Class 5 contains 4104 members 
Mstep: Class 6 contains 2266 members 
Mstep: Class 7 contains 9360 members 
Mstep: Class 8 contains 13923 members 
Mstep: Class 9 contains 7482 members 
Mstep: Class 10 contains 27212 members 
Mstep: Class 11 contains 11621 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 13 contains 3498 members 
Mstep: Class 14 contains 36444 members 
Mstep: Class 15 contains 181280 members 
Mstep: Class 16 contains 23103 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 9966 members 
Mstep: Class 19 contains 164726 members 
Mstep: Class 20 contains 55094 members 
Mstep: Class 21 contains 2417 members 
Mstep: Class 22 contains 686 members 
Mstep: Class 23 contains 4373 members 
Mstep: Class 24 contains 3326 members 
Mstep: Class 25 contains 38595 members 
Mstep: Class 26 contains 60624 members 
Mstep: Class 27 contains 28789 members 
Mstep: Class 28 contains 470 members 
Mstep: Class 29 contains 42614 members 
Mstep: Class 30 contains 10783 members 
Mstep: Class 31 contains 6555 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8495 members 
Mstep: Class 34 contains 437 members 
Mstep: Class 35 contains 3419 members 
Mstep: Class 36 contains 8294 members 
Mstep: Class 37 contains 3933 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1881 members 
Mstep: Class 40 contains 19228 members 
Mstep: Class 41 contains 424 members 
Mstep: Class 42 contains 3009 members 
Mstep: Class 43 contains 3474 members 
Mstep: Class 44 contains 1401 members 
Mstep: Class 45 contains 22171 members 
Mstep: Class 46 contains 13084 members 
Mstep: Class 47 contains 306 members 
Mstep: Class 48 contains 7853 members 
Mstep: Class 49 contains 26839 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 616 members 
Mstep: Class 52 contains 309 members 
Mstep: Class 53 contains 3099 members 
Mstep: Class 54 contains 347 members 
Mstep: Class 55 contains 4810 members 
Mstep: Class 56 contains 17275 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 284 members 
Mstep: Class 60 contains 4828 members 
Mstep: Class 61 contains 1768 members 
Mstep: Class 62 contains 1052 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 8248 members 
Mstep: Class 65 contains 503 members 
Mstep: Class 66 contains 665 members 
Mstep: Class 67 contains 2648 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 711 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 7759 members 
Mstep: Class 75 contains 892 members 
Mstep: Class 76 contains 504 members 
Mstep: Class 77 contains 631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147547136.000000 Penalty: 267114.687500
Iteration 293Q: 78 clusters Score -1.475471e+08 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22657 members 
Mstep: Class 2 contains 4250 members 
Mstep: Class 3 contains 1074 members 
Mstep: Class 4 contains 223876 members 
Mstep: Class 5 contains 4104 members 
Mstep: Class 6 contains 2262 members 
Mstep: Class 7 contains 9362 members 
Mstep: Class 8 contains 13922 members 
Mstep: Class 9 contains 7480 members 
Mstep: Class 10 contains 27212 members 
Mstep: Class 11 contains 11621 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 13 contains 3497 members 
Mstep: Class 14 contains 36441 members 
Mstep: Class 15 contains 181279 members 
Mstep: Class 16 contains 23103 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 9966 members 
Mstep: Class 19 contains 164725 members 
Mstep: Class 20 contains 55096 members 
Mstep: Class 21 contains 2417 members 
Mstep: Class 22 contains 686 members 
Mstep: Class 23 contains 4373 members 
Mstep: Class 24 contains 3329 members 
Mstep: Class 25 contains 38591 members 
Mstep: Class 26 contains 60622 members 
Mstep: Class 27 contains 28787 members 
Mstep: Class 28 contains 470 members 
Mstep: Class 29 contains 42611 members 
Mstep: Class 30 contains 10783 members 
Mstep: Class 31 contains 6556 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8494 members 
Mstep: Class 34 contains 437 members 
Mstep: Class 35 contains 3420 members 
Mstep: Class 36 contains 8292 members 
Mstep: Class 37 contains 3933 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1881 members 
Mstep: Class 40 contains 19228 members 
Mstep: Class 41 contains 424 members 
Mstep: Class 42 contains 3009 members 
Mstep: Class 43 contains 3462 members 
Mstep: Class 44 contains 1401 members 
Mstep: Class 45 contains 22167 members 
Mstep: Class 46 contains 13084 members 
Mstep: Class 47 contains 306 members 
Mstep: Class 48 contains 7853 members 
Mstep: Class 49 contains 26839 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 616 members 
Mstep: Class 52 contains 309 members 
Mstep: Class 53 contains 3099 members 
Mstep: Class 54 contains 347 members 
Mstep: Class 55 contains 4812 members 
Mstep: Class 56 contains 17275 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 284 members 
Mstep: Class 60 contains 4829 members 
Mstep: Class 61 contains 1768 members 
Mstep: Class 62 contains 1052 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 8256 members 
Mstep: Class 65 contains 503 members 
Mstep: Class 66 contains 665 members 
Mstep: Class 67 contains 2648 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 711 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 7780 members 
Mstep: Class 75 contains 892 members 
Mstep: Class 76 contains 504 members 
Mstep: Class 77 contains 631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147547280.000000 Penalty: 267114.687500
Iteration 294Q: 78 clusters Score -1.475473e+08 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22657 members 
Mstep: Class 2 contains 4258 members 
Mstep: Class 3 contains 1074 members 
Mstep: Class 4 contains 223878 members 
Mstep: Class 5 contains 4104 members 
Mstep: Class 6 contains 2259 members 
Mstep: Class 7 contains 9363 members 
Mstep: Class 8 contains 13918 members 
Mstep: Class 9 contains 7479 members 
Mstep: Class 10 contains 27211 members 
Mstep: Class 11 contains 11621 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 13 contains 3494 members 
Mstep: Class 14 contains 36443 members 
Mstep: Class 15 contains 181276 members 
Mstep: Class 16 contains 23103 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 9965 members 
Mstep: Class 19 contains 164722 members 
Mstep: Class 20 contains 55096 members 
Mstep: Class 21 contains 2417 members 
Mstep: Class 22 contains 686 members 
Mstep: Class 23 contains 4373 members 
Mstep: Class 24 contains 3331 members 
Mstep: Class 25 contains 38583 members 
Mstep: Class 26 contains 60620 members 
Mstep: Class 27 contains 28788 members 
Mstep: Class 28 contains 470 members 
Mstep: Class 29 contains 42606 members 
Mstep: Class 30 contains 10782 members 
Mstep: Class 31 contains 6556 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8494 members 
Mstep: Class 34 contains 437 members 
Mstep: Class 35 contains 3420 members 
Mstep: Class 36 contains 8291 members 
Mstep: Class 37 contains 3935 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1882 members 
Mstep: Class 40 contains 19228 members 
Mstep: Class 41 contains 424 members 
Mstep: Class 42 contains 3009 members 
Mstep: Class 43 contains 3446 members 
Mstep: Class 44 contains 1401 members 
Mstep: Class 45 contains 22165 members 
Mstep: Class 46 contains 13084 members 
Mstep: Class 47 contains 306 members 
Mstep: Class 48 contains 7853 members 
Mstep: Class 49 contains 26839 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 616 members 
Mstep: Class 52 contains 309 members 
Mstep: Class 53 contains 3099 members 
Mstep: Class 54 contains 347 members 
Mstep: Class 55 contains 4815 members 
Mstep: Class 56 contains 17275 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 284 members 
Mstep: Class 60 contains 4830 members 
Mstep: Class 61 contains 1768 members 
Mstep: Class 62 contains 1052 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 8267 members 
Mstep: Class 65 contains 503 members 
Mstep: Class 66 contains 665 members 
Mstep: Class 67 contains 2648 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 711 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 7800 members 
Mstep: Class 75 contains 892 members 
Mstep: Class 76 contains 504 members 
Mstep: Class 77 contains 631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147547280.000000 Penalty: 267114.687500
Iteration 295Q: 78 clusters Score -1.475473e+08 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22657 members 
Mstep: Class 2 contains 4268 members 
Mstep: Class 3 contains 1074 members 
Mstep: Class 4 contains 223878 members 
Mstep: Class 5 contains 4104 members 
Mstep: Class 6 contains 2259 members 
Mstep: Class 7 contains 9364 members 
Mstep: Class 8 contains 13915 members 
Mstep: Class 9 contains 7478 members 
Mstep: Class 10 contains 27211 members 
Mstep: Class 11 contains 11621 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 13 contains 3493 members 
Mstep: Class 14 contains 36437 members 
Mstep: Class 15 contains 181277 members 
Mstep: Class 16 contains 23103 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 9963 members 
Mstep: Class 19 contains 164719 members 
Mstep: Class 20 contains 55094 members 
Mstep: Class 21 contains 2417 members 
Mstep: Class 22 contains 686 members 
Mstep: Class 23 contains 4373 members 
Mstep: Class 24 contains 3334 members 
Mstep: Class 25 contains 38574 members 
Mstep: Class 26 contains 60624 members 
Mstep: Class 27 contains 28788 members 
Mstep: Class 28 contains 470 members 
Mstep: Class 29 contains 42603 members 
Mstep: Class 30 contains 10780 members 
Mstep: Class 31 contains 6557 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8494 members 
Mstep: Class 34 contains 437 members 
Mstep: Class 35 contains 3421 members 
Mstep: Class 36 contains 8288 members 
Mstep: Class 37 contains 3934 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1882 members 
Mstep: Class 40 contains 19228 members 
Mstep: Class 41 contains 423 members 
Mstep: Class 42 contains 3009 members 
Mstep: Class 43 contains 3433 members 
Mstep: Class 44 contains 1401 members 
Mstep: Class 45 contains 22166 members 
Mstep: Class 46 contains 13085 members 
Mstep: Class 47 contains 306 members 
Mstep: Class 48 contains 7852 members 
Mstep: Class 49 contains 26840 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 616 members 
Mstep: Class 52 contains 309 members 
Mstep: Class 53 contains 3099 members 
Mstep: Class 54 contains 347 members 
Mstep: Class 55 contains 4816 members 
Mstep: Class 56 contains 17274 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 284 members 
Mstep: Class 60 contains 4832 members 
Mstep: Class 61 contains 1768 members 
Mstep: Class 62 contains 1052 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 8273 members 
Mstep: Class 65 contains 503 members 
Mstep: Class 66 contains 665 members 
Mstep: Class 67 contains 2648 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 711 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 7819 members 
Mstep: Class 75 contains 892 members 
Mstep: Class 76 contains 504 members 
Mstep: Class 77 contains 631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147547376.000000 Penalty: 267114.687500
Iteration 296Q: 78 clusters Score -1.475474e+08 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22656 members 
Mstep: Class 2 contains 4277 members 
Mstep: Class 3 contains 1074 members 
Mstep: Class 4 contains 223880 members 
Mstep: Class 5 contains 4104 members 
Mstep: Class 6 contains 2261 members 
Mstep: Class 7 contains 9364 members 
Mstep: Class 8 contains 13913 members 
Mstep: Class 9 contains 7478 members 
Mstep: Class 10 contains 27210 members 
Mstep: Class 11 contains 11622 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 13 contains 3494 members 
Mstep: Class 14 contains 36434 members 
Mstep: Class 15 contains 181275 members 
Mstep: Class 16 contains 23102 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 9966 members 
Mstep: Class 19 contains 164715 members 
Mstep: Class 20 contains 55090 members 
Mstep: Class 21 contains 2417 members 
Mstep: Class 22 contains 686 members 
Mstep: Class 23 contains 4373 members 
Mstep: Class 24 contains 3336 members 
Mstep: Class 25 contains 38564 members 
Mstep: Class 26 contains 60626 members 
Mstep: Class 27 contains 28787 members 
Mstep: Class 28 contains 470 members 
Mstep: Class 29 contains 42600 members 
Mstep: Class 30 contains 10779 members 
Mstep: Class 31 contains 6557 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8494 members 
Mstep: Class 34 contains 437 members 
Mstep: Class 35 contains 3421 members 
Mstep: Class 36 contains 8286 members 
Mstep: Class 37 contains 3934 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1882 members 
Mstep: Class 40 contains 19228 members 
Mstep: Class 41 contains 423 members 
Mstep: Class 42 contains 3009 members 
Mstep: Class 43 contains 3423 members 
Mstep: Class 44 contains 1401 members 
Mstep: Class 45 contains 22164 members 
Mstep: Class 46 contains 13088 members 
Mstep: Class 47 contains 306 members 
Mstep: Class 48 contains 7855 members 
Mstep: Class 49 contains 26841 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 616 members 
Mstep: Class 52 contains 309 members 
Mstep: Class 53 contains 3099 members 
Mstep: Class 54 contains 347 members 
Mstep: Class 55 contains 4817 members 
Mstep: Class 56 contains 17274 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 284 members 
Mstep: Class 60 contains 4832 members 
Mstep: Class 61 contains 1768 members 
Mstep: Class 62 contains 1052 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 8280 members 
Mstep: Class 65 contains 503 members 
Mstep: Class 66 contains 665 members 
Mstep: Class 67 contains 2648 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 711 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 7829 members 
Mstep: Class 75 contains 892 members 
Mstep: Class 76 contains 504 members 
Mstep: Class 77 contains 631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147547280.000000 Penalty: 267114.687500
Iteration 297Q: 78 clusters Score -1.475473e+08 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22654 members 
Mstep: Class 2 contains 4289 members 
Mstep: Class 3 contains 1074 members 
Mstep: Class 4 contains 223880 members 
Mstep: Class 5 contains 4104 members 
Mstep: Class 6 contains 2260 members 
Mstep: Class 7 contains 9366 members 
Mstep: Class 8 contains 13913 members 
Mstep: Class 9 contains 7479 members 
Mstep: Class 10 contains 27210 members 
Mstep: Class 11 contains 11622 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 13 contains 3493 members 
Mstep: Class 14 contains 36435 members 
Mstep: Class 15 contains 181271 members 
Mstep: Class 16 contains 23102 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 9966 members 
Mstep: Class 19 contains 164715 members 
Mstep: Class 20 contains 55082 members 
Mstep: Class 21 contains 2417 members 
Mstep: Class 22 contains 686 members 
Mstep: Class 23 contains 4373 members 
Mstep: Class 24 contains 3341 members 
Mstep: Class 25 contains 38560 members 
Mstep: Class 26 contains 60631 members 
Mstep: Class 27 contains 28787 members 
Mstep: Class 28 contains 470 members 
Mstep: Class 29 contains 42596 members 
Mstep: Class 30 contains 10778 members 
Mstep: Class 31 contains 6557 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8494 members 
Mstep: Class 34 contains 437 members 
Mstep: Class 35 contains 3421 members 
Mstep: Class 36 contains 8285 members 
Mstep: Class 37 contains 3933 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1882 members 
Mstep: Class 40 contains 19228 members 
Mstep: Class 41 contains 423 members 
Mstep: Class 42 contains 3009 members 
Mstep: Class 43 contains 3411 members 
Mstep: Class 44 contains 1401 members 
Mstep: Class 45 contains 22163 members 
Mstep: Class 46 contains 13087 members 
Mstep: Class 47 contains 306 members 
Mstep: Class 48 contains 7856 members 
Mstep: Class 49 contains 26839 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 616 members 
Mstep: Class 52 contains 309 members 
Mstep: Class 53 contains 3099 members 
Mstep: Class 54 contains 347 members 
Mstep: Class 55 contains 4817 members 
Mstep: Class 56 contains 17272 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 284 members 
Mstep: Class 60 contains 4832 members 
Mstep: Class 61 contains 1768 members 
Mstep: Class 62 contains 1052 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 8284 members 
Mstep: Class 65 contains 503 members 
Mstep: Class 66 contains 665 members 
Mstep: Class 67 contains 2648 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 711 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 7843 members 
Mstep: Class 75 contains 892 members 
Mstep: Class 76 contains 504 members 
Mstep: Class 77 contains 631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147547376.000000 Penalty: 267114.687500
Iteration 298Q: 78 clusters Score -1.475474e+08 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22654 members 
Mstep: Class 2 contains 4294 members 
Mstep: Class 3 contains 1074 members 
Mstep: Class 4 contains 223877 members 
Mstep: Class 5 contains 4104 members 
Mstep: Class 6 contains 2259 members 
Mstep: Class 7 contains 9367 members 
Mstep: Class 8 contains 13911 members 
Mstep: Class 9 contains 7479 members 
Mstep: Class 10 contains 27210 members 
Mstep: Class 11 contains 11622 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 13 contains 3495 members 
Mstep: Class 14 contains 36435 members 
Mstep: Class 15 contains 181269 members 
Mstep: Class 16 contains 23102 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 9967 members 
Mstep: Class 19 contains 164719 members 
Mstep: Class 20 contains 55076 members 
Mstep: Class 21 contains 2419 members 
Mstep: Class 22 contains 686 members 
Mstep: Class 23 contains 4373 members 
Mstep: Class 24 contains 3341 members 
Mstep: Class 25 contains 38558 members 
Mstep: Class 26 contains 60636 members 
Mstep: Class 27 contains 28787 members 
Mstep: Class 28 contains 470 members 
Mstep: Class 29 contains 42588 members 
Mstep: Class 30 contains 10776 members 
Mstep: Class 31 contains 6557 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8494 members 
Mstep: Class 34 contains 437 members 
Mstep: Class 35 contains 3421 members 
Mstep: Class 36 contains 8285 members 
Mstep: Class 37 contains 3933 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1882 members 
Mstep: Class 40 contains 19228 members 
Mstep: Class 41 contains 423 members 
Mstep: Class 42 contains 3009 members 
Mstep: Class 43 contains 3404 members 
Mstep: Class 44 contains 1401 members 
Mstep: Class 45 contains 22160 members 
Mstep: Class 46 contains 13087 members 
Mstep: Class 47 contains 306 members 
Mstep: Class 48 contains 7857 members 
Mstep: Class 49 contains 26839 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 616 members 
Mstep: Class 52 contains 309 members 
Mstep: Class 53 contains 3099 members 
Mstep: Class 54 contains 347 members 
Mstep: Class 55 contains 4818 members 
Mstep: Class 56 contains 17272 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 284 members 
Mstep: Class 60 contains 4831 members 
Mstep: Class 61 contains 1768 members 
Mstep: Class 62 contains 1052 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 8285 members 
Mstep: Class 65 contains 503 members 
Mstep: Class 66 contains 665 members 
Mstep: Class 67 contains 2648 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 711 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 7857 members 
Mstep: Class 75 contains 892 members 
Mstep: Class 76 contains 504 members 
Mstep: Class 77 contains 631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147547392.000000 Penalty: 267114.687500
Iteration 299Q: 78 clusters Score -1.475474e+08 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22654 members 
Mstep: Class 2 contains 4298 members 
Mstep: Class 3 contains 1074 members 
Mstep: Class 4 contains 223876 members 
Mstep: Class 5 contains 4104 members 
Mstep: Class 6 contains 2259 members 
Mstep: Class 7 contains 9369 members 
Mstep: Class 8 contains 13912 members 
Mstep: Class 9 contains 7478 members 
Mstep: Class 10 contains 27210 members 
Mstep: Class 11 contains 11621 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 13 contains 3497 members 
Mstep: Class 14 contains 36438 members 
Mstep: Class 15 contains 181268 members 
Mstep: Class 16 contains 23102 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 9967 members 
Mstep: Class 19 contains 164723 members 
Mstep: Class 20 contains 55064 members 
Mstep: Class 21 contains 2419 members 
Mstep: Class 22 contains 686 members 
Mstep: Class 23 contains 4373 members 
Mstep: Class 24 contains 3345 members 
Mstep: Class 25 contains 38558 members 
Mstep: Class 26 contains 60637 members 
Mstep: Class 27 contains 28786 members 
Mstep: Class 28 contains 470 members 
Mstep: Class 29 contains 42585 members 
Mstep: Class 30 contains 10776 members 
Mstep: Class 31 contains 6557 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8494 members 
Mstep: Class 34 contains 437 members 
Mstep: Class 35 contains 3421 members 
Mstep: Class 36 contains 8280 members 
Mstep: Class 37 contains 3932 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1882 members 
Mstep: Class 40 contains 19228 members 
Mstep: Class 41 contains 423 members 
Mstep: Class 42 contains 3009 members 
Mstep: Class 43 contains 3394 members 
Mstep: Class 44 contains 1401 members 
Mstep: Class 45 contains 22162 members 
Mstep: Class 46 contains 13087 members 
Mstep: Class 47 contains 306 members 
Mstep: Class 48 contains 7858 members 
Mstep: Class 49 contains 26839 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 616 members 
Mstep: Class 52 contains 309 members 
Mstep: Class 53 contains 3099 members 
Mstep: Class 54 contains 347 members 
Mstep: Class 55 contains 4819 members 
Mstep: Class 56 contains 17272 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 284 members 
Mstep: Class 60 contains 4831 members 
Mstep: Class 61 contains 1768 members 
Mstep: Class 62 contains 1052 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 8289 members 
Mstep: Class 65 contains 503 members 
Mstep: Class 66 contains 665 members 
Mstep: Class 67 contains 2648 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 711 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 7864 members 
Mstep: Class 75 contains 892 members 
Mstep: Class 76 contains 504 members 
Mstep: Class 77 contains 631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147547360.000000 Penalty: 267114.687500
Iteration 300F: 78 clusters Score -1.475474e+08 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22654 members 
Mstep: Class 2 contains 4300 members 
Mstep: Class 3 contains 1074 members 
Mstep: Class 4 contains 223875 members 
Mstep: Class 5 contains 4104 members 
Mstep: Class 6 contains 2259 members 
Mstep: Class 7 contains 9370 members 
Mstep: Class 8 contains 13909 members 
Mstep: Class 9 contains 7477 members 
Mstep: Class 10 contains 27209 members 
Mstep: Class 11 contains 11621 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 13 contains 3498 members 
Mstep: Class 14 contains 36440 members 
Mstep: Class 15 contains 181265 members 
Mstep: Class 16 contains 23102 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 9967 members 
Mstep: Class 19 contains 164722 members 
Mstep: Class 20 contains 55061 members 
Mstep: Class 21 contains 2419 members 
Mstep: Class 22 contains 686 members 
Mstep: Class 23 contains 4373 members 
Mstep: Class 24 contains 3349 members 
Mstep: Class 25 contains 38561 members 
Mstep: Class 26 contains 60637 members 
Mstep: Class 27 contains 28786 members 
Mstep: Class 28 contains 470 members 
Mstep: Class 29 contains 42581 members 
Mstep: Class 30 contains 10776 members 
Mstep: Class 31 contains 6557 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8494 members 
Mstep: Class 34 contains 437 members 
Mstep: Class 35 contains 3420 members 
Mstep: Class 36 contains 8276 members 
Mstep: Class 37 contains 3932 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1882 members 
Mstep: Class 40 contains 19229 members 
Mstep: Class 41 contains 423 members 
Mstep: Class 42 contains 3009 members 
Mstep: Class 43 contains 3384 members 
Mstep: Class 44 contains 1401 members 
Mstep: Class 45 contains 22166 members 
Mstep: Class 46 contains 13089 members 
Mstep: Class 47 contains 306 members 
Mstep: Class 48 contains 7857 members 
Mstep: Class 49 contains 26839 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 616 members 
Mstep: Class 52 contains 309 members 
Mstep: Class 53 contains 3100 members 
Mstep: Class 54 contains 347 members 
Mstep: Class 55 contains 4818 members 
Mstep: Class 56 contains 17270 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 284 members 
Mstep: Class 60 contains 4831 members 
Mstep: Class 61 contains 1768 members 
Mstep: Class 62 contains 1052 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 8291 members 
Mstep: Class 65 contains 503 members 
Mstep: Class 66 contains 665 members 
Mstep: Class 67 contains 2648 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 711 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 7877 members 
Mstep: Class 75 contains 892 members 
Mstep: Class 76 contains 504 members 
Mstep: Class 77 contains 631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147547264.000000 Penalty: 267114.687500
Iteration 301Q: 78 clusters Score -1.475473e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22652 members 
Mstep: Class 2 contains 4300 members 
Mstep: Class 3 contains 1074 members 
Mstep: Class 4 contains 223877 members 
Mstep: Class 5 contains 4104 members 
Mstep: Class 6 contains 2259 members 
Mstep: Class 7 contains 9370 members 
Mstep: Class 8 contains 13907 members 
Mstep: Class 9 contains 7477 members 
Mstep: Class 10 contains 27209 members 
Mstep: Class 11 contains 11621 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 13 contains 3499 members 
Mstep: Class 14 contains 36440 members 
Mstep: Class 15 contains 181262 members 
Mstep: Class 16 contains 23101 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 9967 members 
Mstep: Class 19 contains 164717 members 
Mstep: Class 20 contains 55063 members 
Mstep: Class 21 contains 2419 members 
Mstep: Class 22 contains 686 members 
Mstep: Class 23 contains 4373 members 
Mstep: Class 24 contains 3352 members 
Mstep: Class 25 contains 38565 members 
Mstep: Class 26 contains 60638 members 
Mstep: Class 27 contains 28785 members 
Mstep: Class 28 contains 470 members 
Mstep: Class 29 contains 42578 members 
Mstep: Class 30 contains 10776 members 
Mstep: Class 31 contains 6557 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8494 members 
Mstep: Class 34 contains 437 members 
Mstep: Class 35 contains 3420 members 
Mstep: Class 36 contains 8275 members 
Mstep: Class 37 contains 3932 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1882 members 
Mstep: Class 40 contains 19228 members 
Mstep: Class 41 contains 423 members 
Mstep: Class 42 contains 3009 members 
Mstep: Class 43 contains 3375 members 
Mstep: Class 44 contains 1401 members 
Mstep: Class 45 contains 22164 members 
Mstep: Class 46 contains 13088 members 
Mstep: Class 47 contains 306 members 
Mstep: Class 48 contains 7855 members 
Mstep: Class 49 contains 26839 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 616 members 
Mstep: Class 52 contains 309 members 
Mstep: Class 53 contains 3100 members 
Mstep: Class 54 contains 347 members 
Mstep: Class 55 contains 4820 members 
Mstep: Class 56 contains 17270 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 284 members 
Mstep: Class 60 contains 4831 members 
Mstep: Class 61 contains 1768 members 
Mstep: Class 62 contains 1052 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 8293 members 
Mstep: Class 65 contains 503 members 
Mstep: Class 66 contains 665 members 
Mstep: Class 67 contains 2648 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 711 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 7893 members 
Mstep: Class 75 contains 892 members 
Mstep: Class 76 contains 504 members 
Mstep: Class 77 contains 631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147547296.000000 Penalty: 267114.687500
Iteration 302Q: 78 clusters Score -1.475473e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22651 members 
Mstep: Class 2 contains 4300 members 
Mstep: Class 3 contains 1074 members 
Mstep: Class 4 contains 223875 members 
Mstep: Class 5 contains 4104 members 
Mstep: Class 6 contains 2259 members 
Mstep: Class 7 contains 9370 members 
Mstep: Class 8 contains 13907 members 
Mstep: Class 9 contains 7476 members 
Mstep: Class 10 contains 27210 members 
Mstep: Class 11 contains 11621 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 13 contains 3501 members 
Mstep: Class 14 contains 36445 members 
Mstep: Class 15 contains 181260 members 
Mstep: Class 16 contains 23101 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 9967 members 
Mstep: Class 19 contains 164716 members 
Mstep: Class 20 contains 55062 members 
Mstep: Class 21 contains 2419 members 
Mstep: Class 22 contains 686 members 
Mstep: Class 23 contains 4373 members 
Mstep: Class 24 contains 3353 members 
Mstep: Class 25 contains 38567 members 
Mstep: Class 26 contains 60640 members 
Mstep: Class 27 contains 28785 members 
Mstep: Class 28 contains 470 members 
Mstep: Class 29 contains 42568 members 
Mstep: Class 30 contains 10775 members 
Mstep: Class 31 contains 6557 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8494 members 
Mstep: Class 34 contains 437 members 
Mstep: Class 35 contains 3420 members 
Mstep: Class 36 contains 8272 members 
Mstep: Class 37 contains 3932 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1882 members 
Mstep: Class 40 contains 19228 members 
Mstep: Class 41 contains 423 members 
Mstep: Class 42 contains 3009 members 
Mstep: Class 43 contains 3372 members 
Mstep: Class 44 contains 1401 members 
Mstep: Class 45 contains 22163 members 
Mstep: Class 46 contains 13088 members 
Mstep: Class 47 contains 306 members 
Mstep: Class 48 contains 7855 members 
Mstep: Class 49 contains 26838 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 616 members 
Mstep: Class 52 contains 309 members 
Mstep: Class 53 contains 3100 members 
Mstep: Class 54 contains 347 members 
Mstep: Class 55 contains 4822 members 
Mstep: Class 56 contains 17270 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 284 members 
Mstep: Class 60 contains 4831 members 
Mstep: Class 61 contains 1768 members 
Mstep: Class 62 contains 1052 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 8292 members 
Mstep: Class 65 contains 503 members 
Mstep: Class 66 contains 665 members 
Mstep: Class 67 contains 2648 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 711 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 7906 members 
Mstep: Class 75 contains 892 members 
Mstep: Class 76 contains 504 members 
Mstep: Class 77 contains 631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147547392.000000 Penalty: 267114.687500
Iteration 303Q: 78 clusters Score -1.475474e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22650 members 
Mstep: Class 2 contains 4301 members 
Mstep: Class 3 contains 1074 members 
Mstep: Class 4 contains 223875 members 
Mstep: Class 5 contains 4104 members 
Mstep: Class 6 contains 2260 members 
Mstep: Class 7 contains 9370 members 
Mstep: Class 8 contains 13905 members 
Mstep: Class 9 contains 7476 members 
Mstep: Class 10 contains 27210 members 
Mstep: Class 11 contains 11621 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 13 contains 3504 members 
Mstep: Class 14 contains 36444 members 
Mstep: Class 15 contains 181261 members 
Mstep: Class 16 contains 23101 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 9967 members 
Mstep: Class 19 contains 164710 members 
Mstep: Class 20 contains 55060 members 
Mstep: Class 21 contains 2419 members 
Mstep: Class 22 contains 686 members 
Mstep: Class 23 contains 4373 members 
Mstep: Class 24 contains 3352 members 
Mstep: Class 25 contains 38568 members 
Mstep: Class 26 contains 60640 members 
Mstep: Class 27 contains 28785 members 
Mstep: Class 28 contains 470 members 
Mstep: Class 29 contains 42566 members 
Mstep: Class 30 contains 10775 members 
Mstep: Class 31 contains 6557 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8494 members 
Mstep: Class 34 contains 437 members 
Mstep: Class 35 contains 3420 members 
Mstep: Class 36 contains 8270 members 
Mstep: Class 37 contains 3932 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1882 members 
Mstep: Class 40 contains 19230 members 
Mstep: Class 41 contains 423 members 
Mstep: Class 42 contains 3009 members 
Mstep: Class 43 contains 3369 members 
Mstep: Class 44 contains 1401 members 
Mstep: Class 45 contains 22164 members 
Mstep: Class 46 contains 13087 members 
Mstep: Class 47 contains 306 members 
Mstep: Class 48 contains 7856 members 
Mstep: Class 49 contains 26837 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 616 members 
Mstep: Class 52 contains 309 members 
Mstep: Class 53 contains 3100 members 
Mstep: Class 54 contains 347 members 
Mstep: Class 55 contains 4824 members 
Mstep: Class 56 contains 17270 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 284 members 
Mstep: Class 60 contains 4831 members 
Mstep: Class 61 contains 1768 members 
Mstep: Class 62 contains 1052 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 8292 members 
Mstep: Class 65 contains 503 members 
Mstep: Class 66 contains 665 members 
Mstep: Class 67 contains 2648 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 711 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 7915 members 
Mstep: Class 75 contains 892 members 
Mstep: Class 76 contains 504 members 
Mstep: Class 77 contains 631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147547360.000000 Penalty: 267114.687500
Iteration 304Q: 78 clusters Score -1.475474e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22649 members 
Mstep: Class 2 contains 4303 members 
Mstep: Class 3 contains 1074 members 
Mstep: Class 4 contains 223875 members 
Mstep: Class 5 contains 4104 members 
Mstep: Class 6 contains 2260 members 
Mstep: Class 7 contains 9370 members 
Mstep: Class 8 contains 13907 members 
Mstep: Class 9 contains 7476 members 
Mstep: Class 10 contains 27210 members 
Mstep: Class 11 contains 11621 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 13 contains 3505 members 
Mstep: Class 14 contains 36442 members 
Mstep: Class 15 contains 181262 members 
Mstep: Class 16 contains 23101 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 9967 members 
Mstep: Class 19 contains 164709 members 
Mstep: Class 20 contains 55056 members 
Mstep: Class 21 contains 2419 members 
Mstep: Class 22 contains 686 members 
Mstep: Class 23 contains 4373 members 
Mstep: Class 24 contains 3352 members 
Mstep: Class 25 contains 38568 members 
Mstep: Class 26 contains 60640 members 
Mstep: Class 27 contains 28785 members 
Mstep: Class 28 contains 470 members 
Mstep: Class 29 contains 42561 members 
Mstep: Class 30 contains 10776 members 
Mstep: Class 31 contains 6557 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8494 members 
Mstep: Class 34 contains 437 members 
Mstep: Class 35 contains 3420 members 
Mstep: Class 36 contains 8269 members 
Mstep: Class 37 contains 3932 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1883 members 
Mstep: Class 40 contains 19230 members 
Mstep: Class 41 contains 423 members 
Mstep: Class 42 contains 3009 members 
Mstep: Class 43 contains 3367 members 
Mstep: Class 44 contains 1401 members 
Mstep: Class 45 contains 22168 members 
Mstep: Class 46 contains 13087 members 
Mstep: Class 47 contains 306 members 
Mstep: Class 48 contains 7855 members 
Mstep: Class 49 contains 26837 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 616 members 
Mstep: Class 52 contains 309 members 
Mstep: Class 53 contains 3100 members 
Mstep: Class 54 contains 347 members 
Mstep: Class 55 contains 4825 members 
Mstep: Class 56 contains 17270 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 284 members 
Mstep: Class 60 contains 4831 members 
Mstep: Class 61 contains 1768 members 
Mstep: Class 62 contains 1052 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 8291 members 
Mstep: Class 65 contains 503 members 
Mstep: Class 66 contains 665 members 
Mstep: Class 67 contains 2648 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 711 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 7920 members 
Mstep: Class 75 contains 892 members 
Mstep: Class 76 contains 504 members 
Mstep: Class 77 contains 631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147547360.000000 Penalty: 267114.687500
Iteration 305Q: 78 clusters Score -1.475474e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22649 members 
Mstep: Class 2 contains 4306 members 
Mstep: Class 3 contains 1074 members 
Mstep: Class 4 contains 223874 members 
Mstep: Class 5 contains 4104 members 
Mstep: Class 6 contains 2260 members 
Mstep: Class 7 contains 9370 members 
Mstep: Class 8 contains 13909 members 
Mstep: Class 9 contains 7476 members 
Mstep: Class 10 contains 27210 members 
Mstep: Class 11 contains 11621 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 13 contains 3505 members 
Mstep: Class 14 contains 36442 members 
Mstep: Class 15 contains 181264 members 
Mstep: Class 16 contains 23101 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 9967 members 
Mstep: Class 19 contains 164708 members 
Mstep: Class 20 contains 55050 members 
Mstep: Class 21 contains 2418 members 
Mstep: Class 22 contains 686 members 
Mstep: Class 23 contains 4373 members 
Mstep: Class 24 contains 3352 members 
Mstep: Class 25 contains 38564 members 
Mstep: Class 26 contains 60639 members 
Mstep: Class 27 contains 28785 members 
Mstep: Class 28 contains 470 members 
Mstep: Class 29 contains 42558 members 
Mstep: Class 30 contains 10777 members 
Mstep: Class 31 contains 6557 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8494 members 
Mstep: Class 34 contains 437 members 
Mstep: Class 35 contains 3420 members 
Mstep: Class 36 contains 8269 members 
Mstep: Class 37 contains 3932 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1884 members 
Mstep: Class 40 contains 19229 members 
Mstep: Class 41 contains 423 members 
Mstep: Class 42 contains 3009 members 
Mstep: Class 43 contains 3366 members 
Mstep: Class 44 contains 1401 members 
Mstep: Class 45 contains 22172 members 
Mstep: Class 46 contains 13087 members 
Mstep: Class 47 contains 306 members 
Mstep: Class 48 contains 7854 members 
Mstep: Class 49 contains 26837 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 616 members 
Mstep: Class 52 contains 309 members 
Mstep: Class 53 contains 3100 members 
Mstep: Class 54 contains 347 members 
Mstep: Class 55 contains 4825 members 
Mstep: Class 56 contains 17270 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 284 members 
Mstep: Class 60 contains 4831 members 
Mstep: Class 61 contains 1768 members 
Mstep: Class 62 contains 1052 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 8295 members 
Mstep: Class 65 contains 503 members 
Mstep: Class 66 contains 665 members 
Mstep: Class 67 contains 2648 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 711 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 7923 members 
Mstep: Class 75 contains 892 members 
Mstep: Class 76 contains 504 members 
Mstep: Class 77 contains 631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147547376.000000 Penalty: 267114.687500
Iteration 306Q: 78 clusters Score -1.475474e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22649 members 
Mstep: Class 2 contains 4306 members 
Mstep: Class 3 contains 1074 members 
Mstep: Class 4 contains 223870 members 
Mstep: Class 5 contains 4104 members 
Mstep: Class 6 contains 2261 members 
Mstep: Class 7 contains 9370 members 
Mstep: Class 8 contains 13913 members 
Mstep: Class 9 contains 7476 members 
Mstep: Class 10 contains 27210 members 
Mstep: Class 11 contains 11621 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 13 contains 3504 members 
Mstep: Class 14 contains 36442 members 
Mstep: Class 15 contains 181264 members 
Mstep: Class 16 contains 23101 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 9967 members 
Mstep: Class 19 contains 164709 members 
Mstep: Class 20 contains 55047 members 
Mstep: Class 21 contains 2417 members 
Mstep: Class 22 contains 686 members 
Mstep: Class 23 contains 4373 members 
Mstep: Class 24 contains 3353 members 
Mstep: Class 25 contains 38562 members 
Mstep: Class 26 contains 60639 members 
Mstep: Class 27 contains 28785 members 
Mstep: Class 28 contains 470 members 
Mstep: Class 29 contains 42557 members 
Mstep: Class 30 contains 10777 members 
Mstep: Class 31 contains 6557 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8494 members 
Mstep: Class 34 contains 437 members 
Mstep: Class 35 contains 3420 members 
Mstep: Class 36 contains 8268 members 
Mstep: Class 37 contains 3932 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1885 members 
Mstep: Class 40 contains 19229 members 
Mstep: Class 41 contains 423 members 
Mstep: Class 42 contains 3009 members 
Mstep: Class 43 contains 3364 members 
Mstep: Class 44 contains 1401 members 
Mstep: Class 45 contains 22174 members 
Mstep: Class 46 contains 13087 members 
Mstep: Class 47 contains 306 members 
Mstep: Class 48 contains 7853 members 
Mstep: Class 49 contains 26837 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 616 members 
Mstep: Class 52 contains 309 members 
Mstep: Class 53 contains 3100 members 
Mstep: Class 54 contains 347 members 
Mstep: Class 55 contains 4825 members 
Mstep: Class 56 contains 17269 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 284 members 
Mstep: Class 60 contains 4831 members 
Mstep: Class 61 contains 1768 members 
Mstep: Class 62 contains 1052 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 8296 members 
Mstep: Class 65 contains 503 members 
Mstep: Class 66 contains 665 members 
Mstep: Class 67 contains 2648 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 711 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 7929 members 
Mstep: Class 75 contains 892 members 
Mstep: Class 76 contains 504 members 
Mstep: Class 77 contains 631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147547312.000000 Penalty: 267114.687500
Iteration 307Q: 78 clusters Score -1.475473e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22649 members 
Mstep: Class 2 contains 4307 members 
Mstep: Class 3 contains 1074 members 
Mstep: Class 4 contains 223868 members 
Mstep: Class 5 contains 4104 members 
Mstep: Class 6 contains 2260 members 
Mstep: Class 7 contains 9370 members 
Mstep: Class 8 contains 13914 members 
Mstep: Class 9 contains 7477 members 
Mstep: Class 10 contains 27210 members 
Mstep: Class 11 contains 11621 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 13 contains 3502 members 
Mstep: Class 14 contains 36444 members 
Mstep: Class 15 contains 181264 members 
Mstep: Class 16 contains 23101 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 9967 members 
Mstep: Class 19 contains 164710 members 
Mstep: Class 20 contains 55047 members 
Mstep: Class 21 contains 2417 members 
Mstep: Class 22 contains 686 members 
Mstep: Class 23 contains 4373 members 
Mstep: Class 24 contains 3353 members 
Mstep: Class 25 contains 38558 members 
Mstep: Class 26 contains 60642 members 
Mstep: Class 27 contains 28785 members 
Mstep: Class 28 contains 470 members 
Mstep: Class 29 contains 42556 members 
Mstep: Class 30 contains 10777 members 
Mstep: Class 31 contains 6557 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8494 members 
Mstep: Class 34 contains 437 members 
Mstep: Class 35 contains 3421 members 
Mstep: Class 36 contains 8267 members 
Mstep: Class 37 contains 3932 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1885 members 
Mstep: Class 40 contains 19229 members 
Mstep: Class 41 contains 423 members 
Mstep: Class 42 contains 3009 members 
Mstep: Class 43 contains 3365 members 
Mstep: Class 44 contains 1401 members 
Mstep: Class 45 contains 22175 members 
Mstep: Class 46 contains 13087 members 
Mstep: Class 47 contains 306 members 
Mstep: Class 48 contains 7852 members 
Mstep: Class 49 contains 26837 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 616 members 
Mstep: Class 52 contains 309 members 
Mstep: Class 53 contains 3100 members 
Mstep: Class 54 contains 347 members 
Mstep: Class 55 contains 4825 members 
Mstep: Class 56 contains 17269 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 284 members 
Mstep: Class 60 contains 4831 members 
Mstep: Class 61 contains 1768 members 
Mstep: Class 62 contains 1052 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 8295 members 
Mstep: Class 65 contains 503 members 
Mstep: Class 66 contains 665 members 
Mstep: Class 67 contains 2648 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 711 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 7930 members 
Mstep: Class 75 contains 892 members 
Mstep: Class 76 contains 504 members 
Mstep: Class 77 contains 631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147547376.000000 Penalty: 267114.687500
Iteration 308Q: 78 clusters Score -1.475474e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22649 members 
Mstep: Class 2 contains 4309 members 
Mstep: Class 3 contains 1074 members 
Mstep: Class 4 contains 223869 members 
Mstep: Class 5 contains 4104 members 
Mstep: Class 6 contains 2260 members 
Mstep: Class 7 contains 9370 members 
Mstep: Class 8 contains 13915 members 
Mstep: Class 9 contains 7477 members 
Mstep: Class 10 contains 27210 members 
Mstep: Class 11 contains 11621 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 13 contains 3501 members 
Mstep: Class 14 contains 36445 members 
Mstep: Class 15 contains 181260 members 
Mstep: Class 16 contains 23102 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 9967 members 
Mstep: Class 19 contains 164709 members 
Mstep: Class 20 contains 55046 members 
Mstep: Class 21 contains 2417 members 
Mstep: Class 22 contains 686 members 
Mstep: Class 23 contains 4373 members 
Mstep: Class 24 contains 3352 members 
Mstep: Class 25 contains 38556 members 
Mstep: Class 26 contains 60645 members 
Mstep: Class 27 contains 28785 members 
Mstep: Class 28 contains 470 members 
Mstep: Class 29 contains 42553 members 
Mstep: Class 30 contains 10777 members 
Mstep: Class 31 contains 6557 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8494 members 
Mstep: Class 34 contains 437 members 
Mstep: Class 35 contains 3423 members 
Mstep: Class 36 contains 8267 members 
Mstep: Class 37 contains 3932 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1885 members 
Mstep: Class 40 contains 19229 members 
Mstep: Class 41 contains 423 members 
Mstep: Class 42 contains 3009 members 
Mstep: Class 43 contains 3365 members 
Mstep: Class 44 contains 1401 members 
Mstep: Class 45 contains 22175 members 
Mstep: Class 46 contains 13087 members 
Mstep: Class 47 contains 306 members 
Mstep: Class 48 contains 7850 members 
Mstep: Class 49 contains 26836 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 616 members 
Mstep: Class 52 contains 309 members 
Mstep: Class 53 contains 3100 members 
Mstep: Class 54 contains 347 members 
Mstep: Class 55 contains 4824 members 
Mstep: Class 56 contains 17269 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 284 members 
Mstep: Class 60 contains 4831 members 
Mstep: Class 61 contains 1768 members 
Mstep: Class 62 contains 1052 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 8296 members 
Mstep: Class 65 contains 503 members 
Mstep: Class 66 contains 665 members 
Mstep: Class 67 contains 2648 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 711 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 7935 members 
Mstep: Class 75 contains 892 members 
Mstep: Class 76 contains 504 members 
Mstep: Class 77 contains 631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147547360.000000 Penalty: 267114.687500
Iteration 309Q: 78 clusters Score -1.475474e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22648 members 
Mstep: Class 2 contains 4311 members 
Mstep: Class 3 contains 1074 members 
Mstep: Class 4 contains 223869 members 
Mstep: Class 5 contains 4104 members 
Mstep: Class 6 contains 2261 members 
Mstep: Class 7 contains 9370 members 
Mstep: Class 8 contains 13914 members 
Mstep: Class 9 contains 7477 members 
Mstep: Class 10 contains 27208 members 
Mstep: Class 11 contains 11621 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 13 contains 3501 members 
Mstep: Class 14 contains 36445 members 
Mstep: Class 15 contains 181260 members 
Mstep: Class 16 contains 23102 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 9966 members 
Mstep: Class 19 contains 164705 members 
Mstep: Class 20 contains 55044 members 
Mstep: Class 21 contains 2417 members 
Mstep: Class 22 contains 686 members 
Mstep: Class 23 contains 4373 members 
Mstep: Class 24 contains 3352 members 
Mstep: Class 25 contains 38554 members 
Mstep: Class 26 contains 60651 members 
Mstep: Class 27 contains 28785 members 
Mstep: Class 28 contains 470 members 
Mstep: Class 29 contains 42551 members 
Mstep: Class 30 contains 10777 members 
Mstep: Class 31 contains 6557 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8494 members 
Mstep: Class 34 contains 437 members 
Mstep: Class 35 contains 3422 members 
Mstep: Class 36 contains 8266 members 
Mstep: Class 37 contains 3932 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1885 members 
Mstep: Class 40 contains 19229 members 
Mstep: Class 41 contains 423 members 
Mstep: Class 42 contains 3008 members 
Mstep: Class 43 contains 3364 members 
Mstep: Class 44 contains 1401 members 
Mstep: Class 45 contains 22177 members 
Mstep: Class 46 contains 13087 members 
Mstep: Class 47 contains 306 members 
Mstep: Class 48 contains 7849 members 
Mstep: Class 49 contains 26836 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 616 members 
Mstep: Class 52 contains 309 members 
Mstep: Class 53 contains 3100 members 
Mstep: Class 54 contains 347 members 
Mstep: Class 55 contains 4824 members 
Mstep: Class 56 contains 17269 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 284 members 
Mstep: Class 60 contains 4831 members 
Mstep: Class 61 contains 1768 members 
Mstep: Class 62 contains 1052 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 8298 members 
Mstep: Class 65 contains 503 members 
Mstep: Class 66 contains 665 members 
Mstep: Class 67 contains 2648 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 711 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 7942 members 
Mstep: Class 75 contains 892 members 
Mstep: Class 76 contains 504 members 
Mstep: Class 77 contains 631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147547408.000000 Penalty: 267114.687500
Iteration 310Q: 78 clusters Score -1.475474e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22647 members 
Mstep: Class 2 contains 4313 members 
Mstep: Class 3 contains 1074 members 
Mstep: Class 4 contains 223867 members 
Mstep: Class 5 contains 4104 members 
Mstep: Class 6 contains 2259 members 
Mstep: Class 7 contains 9369 members 
Mstep: Class 8 contains 13915 members 
Mstep: Class 9 contains 7477 members 
Mstep: Class 10 contains 27208 members 
Mstep: Class 11 contains 11621 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 13 contains 3499 members 
Mstep: Class 14 contains 36444 members 
Mstep: Class 15 contains 181261 members 
Mstep: Class 16 contains 23102 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 9964 members 
Mstep: Class 19 contains 164705 members 
Mstep: Class 20 contains 55044 members 
Mstep: Class 21 contains 2417 members 
Mstep: Class 22 contains 686 members 
Mstep: Class 23 contains 4373 members 
Mstep: Class 24 contains 3352 members 
Mstep: Class 25 contains 38550 members 
Mstep: Class 26 contains 60652 members 
Mstep: Class 27 contains 28785 members 
Mstep: Class 28 contains 470 members 
Mstep: Class 29 contains 42548 members 
Mstep: Class 30 contains 10777 members 
Mstep: Class 31 contains 6558 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8494 members 
Mstep: Class 34 contains 437 members 
Mstep: Class 35 contains 3422 members 
Mstep: Class 36 contains 8266 members 
Mstep: Class 37 contains 3932 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1885 members 
Mstep: Class 40 contains 19229 members 
Mstep: Class 41 contains 423 members 
Mstep: Class 42 contains 3008 members 
Mstep: Class 43 contains 3362 members 
Mstep: Class 44 contains 1401 members 
Mstep: Class 45 contains 22180 members 
Mstep: Class 46 contains 13088 members 
Mstep: Class 47 contains 306 members 
Mstep: Class 48 contains 7849 members 
Mstep: Class 49 contains 26836 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 616 members 
Mstep: Class 52 contains 309 members 
Mstep: Class 53 contains 3100 members 
Mstep: Class 54 contains 347 members 
Mstep: Class 55 contains 4824 members 
Mstep: Class 56 contains 17269 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 284 members 
Mstep: Class 60 contains 4831 members 
Mstep: Class 61 contains 1768 members 
Mstep: Class 62 contains 1052 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 8300 members 
Mstep: Class 65 contains 503 members 
Mstep: Class 66 contains 665 members 
Mstep: Class 67 contains 2648 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 711 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 7950 members 
Mstep: Class 75 contains 892 members 
Mstep: Class 76 contains 504 members 
Mstep: Class 77 contains 631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147547280.000000 Penalty: 267114.687500
Iteration 311Q: 78 clusters Score -1.475473e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22646 members 
Mstep: Class 2 contains 4316 members 
Mstep: Class 3 contains 1074 members 
Mstep: Class 4 contains 223869 members 
Mstep: Class 5 contains 4104 members 
Mstep: Class 6 contains 2259 members 
Mstep: Class 7 contains 9370 members 
Mstep: Class 8 contains 13916 members 
Mstep: Class 9 contains 7477 members 
Mstep: Class 10 contains 27208 members 
Mstep: Class 11 contains 11621 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 13 contains 3499 members 
Mstep: Class 14 contains 36443 members 
Mstep: Class 15 contains 181260 members 
Mstep: Class 16 contains 23102 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 9963 members 
Mstep: Class 19 contains 164703 members 
Mstep: Class 20 contains 55041 members 
Mstep: Class 21 contains 2417 members 
Mstep: Class 22 contains 686 members 
Mstep: Class 23 contains 4373 members 
Mstep: Class 24 contains 3352 members 
Mstep: Class 25 contains 38547 members 
Mstep: Class 26 contains 60653 members 
Mstep: Class 27 contains 28785 members 
Mstep: Class 28 contains 470 members 
Mstep: Class 29 contains 42540 members 
Mstep: Class 30 contains 10777 members 
Mstep: Class 31 contains 6558 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8495 members 
Mstep: Class 34 contains 437 members 
Mstep: Class 35 contains 3422 members 
Mstep: Class 36 contains 8266 members 
Mstep: Class 37 contains 3932 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1885 members 
Mstep: Class 40 contains 19229 members 
Mstep: Class 41 contains 423 members 
Mstep: Class 42 contains 3008 members 
Mstep: Class 43 contains 3359 members 
Mstep: Class 44 contains 1401 members 
Mstep: Class 45 contains 22181 members 
Mstep: Class 46 contains 13088 members 
Mstep: Class 47 contains 306 members 
Mstep: Class 48 contains 7849 members 
Mstep: Class 49 contains 26837 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 616 members 
Mstep: Class 52 contains 309 members 
Mstep: Class 53 contains 3100 members 
Mstep: Class 54 contains 347 members 
Mstep: Class 55 contains 4824 members 
Mstep: Class 56 contains 17269 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 284 members 
Mstep: Class 60 contains 4831 members 
Mstep: Class 61 contains 1768 members 
Mstep: Class 62 contains 1052 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 8301 members 
Mstep: Class 65 contains 503 members 
Mstep: Class 66 contains 665 members 
Mstep: Class 67 contains 2648 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 711 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 7961 members 
Mstep: Class 75 contains 892 members 
Mstep: Class 76 contains 504 members 
Mstep: Class 77 contains 631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147547376.000000 Penalty: 267114.687500
Iteration 312Q: 78 clusters Score -1.475474e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22646 members 
Mstep: Class 2 contains 4317 members 
Mstep: Class 3 contains 1074 members 
Mstep: Class 4 contains 223868 members 
Mstep: Class 5 contains 4104 members 
Mstep: Class 6 contains 2259 members 
Mstep: Class 7 contains 9370 members 
Mstep: Class 8 contains 13917 members 
Mstep: Class 9 contains 7477 members 
Mstep: Class 10 contains 27208 members 
Mstep: Class 11 contains 11621 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 13 contains 3499 members 
Mstep: Class 14 contains 36440 members 
Mstep: Class 15 contains 181259 members 
Mstep: Class 16 contains 23102 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 9963 members 
Mstep: Class 19 contains 164703 members 
Mstep: Class 20 contains 55041 members 
Mstep: Class 21 contains 2417 members 
Mstep: Class 22 contains 686 members 
Mstep: Class 23 contains 4373 members 
Mstep: Class 24 contains 3352 members 
Mstep: Class 25 contains 38540 members 
Mstep: Class 26 contains 60657 members 
Mstep: Class 27 contains 28785 members 
Mstep: Class 28 contains 470 members 
Mstep: Class 29 contains 42533 members 
Mstep: Class 30 contains 10777 members 
Mstep: Class 31 contains 6558 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8496 members 
Mstep: Class 34 contains 437 members 
Mstep: Class 35 contains 3422 members 
Mstep: Class 36 contains 8266 members 
Mstep: Class 37 contains 3932 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1885 members 
Mstep: Class 40 contains 19229 members 
Mstep: Class 41 contains 423 members 
Mstep: Class 42 contains 3008 members 
Mstep: Class 43 contains 3358 members 
Mstep: Class 44 contains 1401 members 
Mstep: Class 45 contains 22184 members 
Mstep: Class 46 contains 13089 members 
Mstep: Class 47 contains 306 members 
Mstep: Class 48 contains 7849 members 
Mstep: Class 49 contains 26837 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 616 members 
Mstep: Class 52 contains 309 members 
Mstep: Class 53 contains 3101 members 
Mstep: Class 54 contains 347 members 
Mstep: Class 55 contains 4824 members 
Mstep: Class 56 contains 17269 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 284 members 
Mstep: Class 60 contains 4832 members 
Mstep: Class 61 contains 1768 members 
Mstep: Class 62 contains 1052 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 8302 members 
Mstep: Class 65 contains 503 members 
Mstep: Class 66 contains 665 members 
Mstep: Class 67 contains 2648 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 711 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 7967 members 
Mstep: Class 75 contains 892 members 
Mstep: Class 76 contains 504 members 
Mstep: Class 77 contains 631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147547392.000000 Penalty: 267114.687500
Iteration 313Q: 78 clusters Score -1.475474e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22646 members 
Mstep: Class 2 contains 4317 members 
Mstep: Class 3 contains 1074 members 
Mstep: Class 4 contains 223867 members 
Mstep: Class 5 contains 4104 members 
Mstep: Class 6 contains 2259 members 
Mstep: Class 7 contains 9371 members 
Mstep: Class 8 contains 13918 members 
Mstep: Class 9 contains 7477 members 
Mstep: Class 10 contains 27208 members 
Mstep: Class 11 contains 11621 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 13 contains 3499 members 
Mstep: Class 14 contains 36441 members 
Mstep: Class 15 contains 181259 members 
Mstep: Class 16 contains 23102 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 9962 members 
Mstep: Class 19 contains 164699 members 
Mstep: Class 20 contains 55036 members 
Mstep: Class 21 contains 2417 members 
Mstep: Class 22 contains 686 members 
Mstep: Class 23 contains 4373 members 
Mstep: Class 24 contains 3352 members 
Mstep: Class 25 contains 38538 members 
Mstep: Class 26 contains 60660 members 
Mstep: Class 27 contains 28785 members 
Mstep: Class 28 contains 470 members 
Mstep: Class 29 contains 42531 members 
Mstep: Class 30 contains 10777 members 
Mstep: Class 31 contains 6558 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8497 members 
Mstep: Class 34 contains 437 members 
Mstep: Class 35 contains 3422 members 
Mstep: Class 36 contains 8266 members 
Mstep: Class 37 contains 3932 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1885 members 
Mstep: Class 40 contains 19229 members 
Mstep: Class 41 contains 423 members 
Mstep: Class 42 contains 3008 members 
Mstep: Class 43 contains 3356 members 
Mstep: Class 44 contains 1401 members 
Mstep: Class 45 contains 22186 members 
Mstep: Class 46 contains 13089 members 
Mstep: Class 47 contains 306 members 
Mstep: Class 48 contains 7849 members 
Mstep: Class 49 contains 26837 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 616 members 
Mstep: Class 52 contains 309 members 
Mstep: Class 53 contains 3102 members 
Mstep: Class 54 contains 347 members 
Mstep: Class 55 contains 4824 members 
Mstep: Class 56 contains 17269 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 284 members 
Mstep: Class 60 contains 4832 members 
Mstep: Class 61 contains 1768 members 
Mstep: Class 62 contains 1052 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 8304 members 
Mstep: Class 65 contains 503 members 
Mstep: Class 66 contains 665 members 
Mstep: Class 67 contains 2648 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 711 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 7972 members 
Mstep: Class 75 contains 892 members 
Mstep: Class 76 contains 504 members 
Mstep: Class 77 contains 631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147547472.000000 Penalty: 267114.687500
Iteration 314Q: 78 clusters Score -1.475475e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22646 members 
Mstep: Class 2 contains 4317 members 
Mstep: Class 3 contains 1074 members 
Mstep: Class 4 contains 223864 members 
Mstep: Class 5 contains 4104 members 
Mstep: Class 6 contains 2259 members 
Mstep: Class 7 contains 9371 members 
Mstep: Class 8 contains 13919 members 
Mstep: Class 9 contains 7477 members 
Mstep: Class 10 contains 27208 members 
Mstep: Class 11 contains 11620 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 13 contains 3500 members 
Mstep: Class 14 contains 36442 members 
Mstep: Class 15 contains 181259 members 
Mstep: Class 16 contains 23102 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 9962 members 
Mstep: Class 19 contains 164698 members 
Mstep: Class 20 contains 55034 members 
Mstep: Class 21 contains 2417 members 
Mstep: Class 22 contains 686 members 
Mstep: Class 23 contains 4373 members 
Mstep: Class 24 contains 3352 members 
Mstep: Class 25 contains 38536 members 
Mstep: Class 26 contains 60662 members 
Mstep: Class 27 contains 28785 members 
Mstep: Class 28 contains 470 members 
Mstep: Class 29 contains 42531 members 
Mstep: Class 30 contains 10777 members 
Mstep: Class 31 contains 6558 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8497 members 
Mstep: Class 34 contains 437 members 
Mstep: Class 35 contains 3422 members 
Mstep: Class 36 contains 8266 members 
Mstep: Class 37 contains 3932 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1885 members 
Mstep: Class 40 contains 19229 members 
Mstep: Class 41 contains 423 members 
Mstep: Class 42 contains 3008 members 
Mstep: Class 43 contains 3352 members 
Mstep: Class 44 contains 1401 members 
Mstep: Class 45 contains 22190 members 
Mstep: Class 46 contains 13089 members 
Mstep: Class 47 contains 306 members 
Mstep: Class 48 contains 7848 members 
Mstep: Class 49 contains 26837 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 616 members 
Mstep: Class 52 contains 309 members 
Mstep: Class 53 contains 3102 members 
Mstep: Class 54 contains 347 members 
Mstep: Class 55 contains 4824 members 
Mstep: Class 56 contains 17269 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 284 members 
Mstep: Class 60 contains 4832 members 
Mstep: Class 61 contains 1768 members 
Mstep: Class 62 contains 1052 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 8304 members 
Mstep: Class 65 contains 503 members 
Mstep: Class 66 contains 665 members 
Mstep: Class 67 contains 2648 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 711 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 7977 members 
Mstep: Class 75 contains 892 members 
Mstep: Class 76 contains 504 members 
Mstep: Class 77 contains 631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147547392.000000 Penalty: 267114.687500
Iteration 315Q: 78 clusters Score -1.475474e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22645 members 
Mstep: Class 2 contains 4317 members 
Mstep: Class 3 contains 1074 members 
Mstep: Class 4 contains 223862 members 
Mstep: Class 5 contains 4104 members 
Mstep: Class 6 contains 2259 members 
Mstep: Class 7 contains 9371 members 
Mstep: Class 8 contains 13917 members 
Mstep: Class 9 contains 7478 members 
Mstep: Class 10 contains 27208 members 
Mstep: Class 11 contains 11618 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 13 contains 3500 members 
Mstep: Class 14 contains 36445 members 
Mstep: Class 15 contains 181260 members 
Mstep: Class 16 contains 23102 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 9961 members 
Mstep: Class 19 contains 164700 members 
Mstep: Class 20 contains 55035 members 
Mstep: Class 21 contains 2417 members 
Mstep: Class 22 contains 686 members 
Mstep: Class 23 contains 4373 members 
Mstep: Class 24 contains 3352 members 
Mstep: Class 25 contains 38536 members 
Mstep: Class 26 contains 60663 members 
Mstep: Class 27 contains 28783 members 
Mstep: Class 28 contains 470 members 
Mstep: Class 29 contains 42527 members 
Mstep: Class 30 contains 10777 members 
Mstep: Class 31 contains 6558 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8497 members 
Mstep: Class 34 contains 437 members 
Mstep: Class 35 contains 3422 members 
Mstep: Class 36 contains 8266 members 
Mstep: Class 37 contains 3932 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1885 members 
Mstep: Class 40 contains 19228 members 
Mstep: Class 41 contains 423 members 
Mstep: Class 42 contains 3007 members 
Mstep: Class 43 contains 3349 members 
Mstep: Class 44 contains 1401 members 
Mstep: Class 45 contains 22193 members 
Mstep: Class 46 contains 13090 members 
Mstep: Class 47 contains 306 members 
Mstep: Class 48 contains 7848 members 
Mstep: Class 49 contains 26836 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 616 members 
Mstep: Class 52 contains 309 members 
Mstep: Class 53 contains 3102 members 
Mstep: Class 54 contains 347 members 
Mstep: Class 55 contains 4824 members 
Mstep: Class 56 contains 17269 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 284 members 
Mstep: Class 60 contains 4832 members 
Mstep: Class 61 contains 1768 members 
Mstep: Class 62 contains 1052 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 8306 members 
Mstep: Class 65 contains 503 members 
Mstep: Class 66 contains 665 members 
Mstep: Class 67 contains 2648 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 711 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 7982 members 
Mstep: Class 75 contains 892 members 
Mstep: Class 76 contains 504 members 
Mstep: Class 77 contains 631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147547328.000000 Penalty: 267114.687500
Iteration 316Q: 78 clusters Score -1.475473e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22645 members 
Mstep: Class 2 contains 4318 members 
Mstep: Class 3 contains 1074 members 
Mstep: Class 4 contains 223861 members 
Mstep: Class 5 contains 4104 members 
Mstep: Class 6 contains 2260 members 
Mstep: Class 7 contains 9371 members 
Mstep: Class 8 contains 13916 members 
Mstep: Class 9 contains 7479 members 
Mstep: Class 10 contains 27208 members 
Mstep: Class 11 contains 11617 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 13 contains 3500 members 
Mstep: Class 14 contains 36446 members 
Mstep: Class 15 contains 181260 members 
Mstep: Class 16 contains 23102 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 9961 members 
Mstep: Class 19 contains 164696 members 
Mstep: Class 20 contains 55031 members 
Mstep: Class 21 contains 2417 members 
Mstep: Class 22 contains 686 members 
Mstep: Class 23 contains 4373 members 
Mstep: Class 24 contains 3352 members 
Mstep: Class 25 contains 38535 members 
Mstep: Class 26 contains 60663 members 
Mstep: Class 27 contains 28782 members 
Mstep: Class 28 contains 470 members 
Mstep: Class 29 contains 42527 members 
Mstep: Class 30 contains 10777 members 
Mstep: Class 31 contains 6559 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8498 members 
Mstep: Class 34 contains 437 members 
Mstep: Class 35 contains 3422 members 
Mstep: Class 36 contains 8267 members 
Mstep: Class 37 contains 3932 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1885 members 
Mstep: Class 40 contains 19228 members 
Mstep: Class 41 contains 423 members 
Mstep: Class 42 contains 3007 members 
Mstep: Class 43 contains 3345 members 
Mstep: Class 44 contains 1401 members 
Mstep: Class 45 contains 22197 members 
Mstep: Class 46 contains 13090 members 
Mstep: Class 47 contains 306 members 
Mstep: Class 48 contains 7849 members 
Mstep: Class 49 contains 26836 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 616 members 
Mstep: Class 52 contains 309 members 
Mstep: Class 53 contains 3102 members 
Mstep: Class 54 contains 347 members 
Mstep: Class 55 contains 4824 members 
Mstep: Class 56 contains 17269 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 284 members 
Mstep: Class 60 contains 4832 members 
Mstep: Class 61 contains 1768 members 
Mstep: Class 62 contains 1052 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 8306 members 
Mstep: Class 65 contains 503 members 
Mstep: Class 66 contains 665 members 
Mstep: Class 67 contains 2648 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 711 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 7987 members 
Mstep: Class 75 contains 892 members 
Mstep: Class 76 contains 504 members 
Mstep: Class 77 contains 631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147547344.000000 Penalty: 267114.687500
Iteration 317Q: 78 clusters Score -1.475473e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22645 members 
Mstep: Class 2 contains 4319 members 
Mstep: Class 3 contains 1074 members 
Mstep: Class 4 contains 223861 members 
Mstep: Class 5 contains 4104 members 
Mstep: Class 6 contains 2260 members 
Mstep: Class 7 contains 9372 members 
Mstep: Class 8 contains 13916 members 
Mstep: Class 9 contains 7479 members 
Mstep: Class 10 contains 27208 members 
Mstep: Class 11 contains 11616 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 13 contains 3501 members 
Mstep: Class 14 contains 36448 members 
Mstep: Class 15 contains 181260 members 
Mstep: Class 16 contains 23102 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 9961 members 
Mstep: Class 19 contains 164696 members 
Mstep: Class 20 contains 55024 members 
Mstep: Class 21 contains 2417 members 
Mstep: Class 22 contains 686 members 
Mstep: Class 23 contains 4373 members 
Mstep: Class 24 contains 3352 members 
Mstep: Class 25 contains 38536 members 
Mstep: Class 26 contains 60663 members 
Mstep: Class 27 contains 28781 members 
Mstep: Class 28 contains 470 members 
Mstep: Class 29 contains 42523 members 
Mstep: Class 30 contains 10776 members 
Mstep: Class 31 contains 6561 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8498 members 
Mstep: Class 34 contains 437 members 
Mstep: Class 35 contains 3422 members 
Mstep: Class 36 contains 8266 members 
Mstep: Class 37 contains 3932 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1885 members 
Mstep: Class 40 contains 19228 members 
Mstep: Class 41 contains 423 members 
Mstep: Class 42 contains 3007 members 
Mstep: Class 43 contains 3344 members 
Mstep: Class 44 contains 1401 members 
Mstep: Class 45 contains 22201 members 
Mstep: Class 46 contains 13090 members 
Mstep: Class 47 contains 306 members 
Mstep: Class 48 contains 7850 members 
Mstep: Class 49 contains 26837 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 616 members 
Mstep: Class 52 contains 309 members 
Mstep: Class 53 contains 3102 members 
Mstep: Class 54 contains 347 members 
Mstep: Class 55 contains 4824 members 
Mstep: Class 56 contains 17268 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 284 members 
Mstep: Class 60 contains 4833 members 
Mstep: Class 61 contains 1768 members 
Mstep: Class 62 contains 1052 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 8306 members 
Mstep: Class 65 contains 503 members 
Mstep: Class 66 contains 665 members 
Mstep: Class 67 contains 2648 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 711 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 7989 members 
Mstep: Class 75 contains 892 members 
Mstep: Class 76 contains 504 members 
Mstep: Class 77 contains 631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147547344.000000 Penalty: 267114.687500
Iteration 318Q: 78 clusters Score -1.475473e+08 nChanged 20
Entering ConstructFrom: 
Score: -147547344.000000 Penalty: 267114.687500
Entering ConstructFrom: 
Trying to split cluster 1 (22645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22645 members 
Entering Unmasked Estep 
Score: -2935969.000000 Penalty: 2486.868164
	Iteration 0F: 2 clusters Score -2935969 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11418 members 
Mstep: Class 2 contains 11227 members 
Entering Unmasked Estep 
Score: -2920176.250000 Penalty: 4973.736328
	Iteration 0F: 3 clusters Score -2920176 nChanged 10033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11901 members 
Mstep: Class 2 contains 10744 members 
Entering Unmasked Estep 
Score: -2925450.250000 Penalty: 4973.736328
	Iteration 1F: 3 clusters Score -2925450 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12357 members 
Mstep: Class 2 contains 10288 members 
Entering Unmasked Estep 
Score: -2925911.500000 Penalty: 4973.736328
	Iteration 2F: 3 clusters Score -2925912 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12941 members 
Mstep: Class 2 contains 9704 members 
Entering Unmasked Estep 
Score: -2926310.750000 Penalty: 4973.736328
	Iteration 3Q: 3 clusters Score -2926311 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13686 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -2926749.250000 Penalty: 4973.736328
	Iteration 4Q: 3 clusters Score -2926749 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14675 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -2927328.250000 Penalty: 4973.736328
	Iteration 5Q: 3 clusters Score -2927328 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15841 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -2928037.750000 Penalty: 4973.736328
	Iteration 6F: 3 clusters Score -2928038 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17196 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -2929018.250000 Penalty: 4973.736328
	Iteration 7F: 3 clusters Score -2929018 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18675 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -2930217.000000 Penalty: 4973.736328
	Iteration 8F: 3 clusters Score -2930217 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20077 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -2931463.500000 Penalty: 4973.736328
	Iteration 9F: 3 clusters Score -2931464 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21165 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -2932508.250000 Penalty: 4973.736328
	Iteration 10Q: 3 clusters Score -2932508 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21830 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -2933136.250000 Penalty: 4973.736328
	Iteration 11Q: 3 clusters Score -2933136 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22134 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -2933448.250000 Penalty: 4973.736328
	Iteration 12Q: 3 clusters Score -2933448 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22255 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -2933604.750000 Penalty: 4973.736328
	Iteration 13Q: 3 clusters Score -2933605 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22306 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -2933670.500000 Penalty: 4973.736328
	Iteration 14Q: 3 clusters Score -2933670 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22335 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -2933717.750000 Penalty: 4973.736328
	Iteration 15Q: 3 clusters Score -2933718 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22348 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -2933741.750000 Penalty: 4973.736328
	Iteration 16Q: 3 clusters Score -2933742 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22357 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -2933762.500000 Penalty: 4973.736328
	Iteration 17Q: 3 clusters Score -2933762 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22360 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -2933768.000000 Penalty: 4973.736328
	Iteration 18Q: 3 clusters Score -2933768 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22360 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -2933774.000000 Penalty: 4973.736328
	Iteration 19Q: 3 clusters Score -2933774 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22359 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -2933773.500000 Penalty: 4973.736328
	Iteration 20F: 3 clusters Score -2933774 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22359 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -2933775.500000 Penalty: 4973.736328
	Iteration 21Q: 3 clusters Score -2933776 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22359 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -2933775.500000 Penalty: 4973.736328
	Iteration 22F: 3 clusters Score -2933776 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Entering Unmasked Estep 
Score: -533071.437500 Penalty: 2075.953125
	Iteration 0F: 2 clusters Score -533071.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -528986.000000 Penalty: 4151.906250
	Iteration 0F: 3 clusters Score -528986 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -529996.687500 Penalty: 4151.906250
	Iteration 1F: 3 clusters Score -529996.7 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -530225.062500 Penalty: 4151.906250
	Iteration 2F: 3 clusters Score -530225.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -530379.187500 Penalty: 4151.906250
	Iteration 3F: 3 clusters Score -530379.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -530487.250000 Penalty: 4151.906250
	Iteration 4Q: 3 clusters Score -530487.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -530574.687500 Penalty: 4151.906250
	Iteration 5Q: 3 clusters Score -530574.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -530646.875000 Penalty: 4151.906250
	Iteration 6Q: 3 clusters Score -530646.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -530710.687500 Penalty: 4151.906250
	Iteration 7Q: 3 clusters Score -530710.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -530772.250000 Penalty: 4151.906250
	Iteration 8Q: 3 clusters Score -530772.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -530819.062500 Penalty: 4151.906250
	Iteration 9Q: 3 clusters Score -530819.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -530869.562500 Penalty: 4151.906250
	Iteration 10Q: 3 clusters Score -530869.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -530915.937500 Penalty: 4151.906250
	Iteration 11Q: 3 clusters Score -530915.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -530965.437500 Penalty: 4151.906250
	Iteration 12Q: 3 clusters Score -530965.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -531010.750000 Penalty: 4151.906250
	Iteration 13Q: 3 clusters Score -531010.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -531044.687500 Penalty: 4151.906250
	Iteration 14Q: 3 clusters Score -531044.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -531077.000000 Penalty: 4151.906250
	Iteration 15Q: 3 clusters Score -531077 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -531110.750000 Penalty: 4151.906250
	Iteration 16Q: 3 clusters Score -531110.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -531138.062500 Penalty: 4151.906250
	Iteration 17Q: 3 clusters Score -531138.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -531163.250000 Penalty: 4151.906250
	Iteration 18Q: 3 clusters Score -531163.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -531182.625000 Penalty: 4151.906250
	Iteration 19Q: 3 clusters Score -531182.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -531202.500000 Penalty: 4151.906250
	Iteration 20F: 3 clusters Score -531202.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -531220.687500 Penalty: 4151.906250
	Iteration 21Q: 3 clusters Score -531220.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -531232.062500 Penalty: 4151.906250
	Iteration 22Q: 3 clusters Score -531232.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -531242.375000 Penalty: 4151.906250
	Iteration 23Q: 3 clusters Score -531242.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -531251.812500 Penalty: 4151.906250
	Iteration 24Q: 3 clusters Score -531251.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -531258.750000 Penalty: 4151.906250
	Iteration 25Q: 3 clusters Score -531258.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -531266.812500 Penalty: 4151.906250
	Iteration 26Q: 3 clusters Score -531266.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -531276.250000 Penalty: 4151.906250
	Iteration 27Q: 3 clusters Score -531276.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -531279.750000 Penalty: 4151.906250
	Iteration 28Q: 3 clusters Score -531279.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -531286.312500 Penalty: 4151.906250
	Iteration 29Q: 3 clusters Score -531286.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -531293.375000 Penalty: 4151.906250
	Iteration 30Q: 3 clusters Score -531293.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -531298.125000 Penalty: 4151.906250
	Iteration 31Q: 3 clusters Score -531298.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -531303.937500 Penalty: 4151.906250
	Iteration 32Q: 3 clusters Score -531303.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -531307.500000 Penalty: 4151.906250
	Iteration 33Q: 3 clusters Score -531307.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -531311.000000 Penalty: 4151.906250
	Iteration 34Q: 3 clusters Score -531311 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -531314.437500 Penalty: 4151.906250
	Iteration 35Q: 3 clusters Score -531314.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -531317.625000 Penalty: 4151.906250
	Iteration 36Q: 3 clusters Score -531317.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -531317.000000 Penalty: 4151.906250
	Iteration 37Q: 3 clusters Score -531317 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -531317.625000 Penalty: 4151.906250
	Iteration 38Q: 3 clusters Score -531317.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -531317.562500 Penalty: 4151.906250
	Iteration 39Q: 3 clusters Score -531317.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -531318.312500 Penalty: 4151.906250
	Iteration 40F: 3 clusters Score -531318.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Entering Unmasked Estep 
Score: -153653.218750 Penalty: 1730.828003
	Iteration 0F: 2 clusters Score -153653.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -151818.640625 Penalty: 3461.656006
	Iteration 0F: 3 clusters Score -151818.6 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -152876.875000 Penalty: 3461.656006
	Iteration 1F: 3 clusters Score -152876.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -153482.781250 Penalty: 3461.656006
	Iteration 2F: 3 clusters Score -153482.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -153785.453125 Penalty: 3461.656006
	Iteration 3F: 3 clusters Score -153785.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -154073.015625 Penalty: 3461.656006
	Iteration 4Q: 3 clusters Score -154073 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -154215.734375 Penalty: 3461.656006
	Iteration 5Q: 3 clusters Score -154215.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -154236.031250 Penalty: 3461.656006
	Iteration 6Q: 3 clusters Score -154236 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -154247.062500 Penalty: 3461.656006
	Iteration 7Q: 3 clusters Score -154247.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -154266.093750 Penalty: 3461.656006
	Iteration 8Q: 3 clusters Score -154266.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -154281.875000 Penalty: 3461.656006
	Iteration 9Q: 3 clusters Score -154281.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -154298.453125 Penalty: 3461.656006
	Iteration 10Q: 3 clusters Score -154298.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -154302.031250 Penalty: 3461.656006
	Iteration 11Q: 3 clusters Score -154302 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -154307.437500 Penalty: 3461.656006
	Iteration 12Q: 3 clusters Score -154307.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -154310.421875 Penalty: 3461.656006
	Iteration 13Q: 3 clusters Score -154310.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -154310.421875 Penalty: 3461.656006
	Iteration 14F: 3 clusters Score -154310.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22645 members 
Mstep: Class 2 contains 4319 members 
Mstep: Class 3 contains 567 members 
Mstep: Class 4 contains 223858 members 
Mstep: Class 5 contains 4104 members 
Mstep: Class 6 contains 2260 members 
Mstep: Class 7 contains 9372 members 
Mstep: Class 8 contains 13916 members 
Mstep: Class 9 contains 7479 members 
Mstep: Class 10 contains 27208 members 
Mstep: Class 11 contains 11615 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 13 contains 3501 members 
Mstep: Class 14 contains 36448 members 
Mstep: Class 15 contains 181259 members 
Mstep: Class 16 contains 23102 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 9961 members 
Mstep: Class 19 contains 164698 members 
Mstep: Class 20 contains 55019 members 
Mstep: Class 21 contains 2417 members 
Mstep: Class 22 contains 686 members 
Mstep: Class 23 contains 4373 members 
Mstep: Class 24 contains 3352 members 
Mstep: Class 25 contains 38538 members 
Mstep: Class 26 contains 60664 members 
Mstep: Class 27 contains 28781 members 
Mstep: Class 28 contains 470 members 
Mstep: Class 29 contains 42520 members 
Mstep: Class 30 contains 10776 members 
Mstep: Class 31 contains 6562 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8498 members 
Mstep: Class 34 contains 437 members 
Mstep: Class 35 contains 3422 members 
Mstep: Class 36 contains 8266 members 
Mstep: Class 37 contains 3932 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1885 members 
Mstep: Class 40 contains 19228 members 
Mstep: Class 41 contains 423 members 
Mstep: Class 42 contains 3007 members 
Mstep: Class 43 contains 3343 members 
Mstep: Class 44 contains 1401 members 
Mstep: Class 45 contains 22206 members 
Mstep: Class 46 contains 13090 members 
Mstep: Class 47 contains 306 members 
Mstep: Class 48 contains 7849 members 
Mstep: Class 49 contains 26838 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 616 members 
Mstep: Class 52 contains 309 members 
Mstep: Class 53 contains 3102 members 
Mstep: Class 54 contains 347 members 
Mstep: Class 55 contains 4825 members 
Mstep: Class 56 contains 17268 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 284 members 
Mstep: Class 60 contains 4833 members 
Mstep: Class 61 contains 1768 members 
Mstep: Class 62 contains 1052 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 8306 members 
Mstep: Class 65 contains 503 members 
Mstep: Class 66 contains 665 members 
Mstep: Class 67 contains 2648 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 711 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 7991 members 
Mstep: Class 75 contains 892 members 
Mstep: Class 76 contains 504 members 
Mstep: Class 77 contains 631 members 
Mstep: Class 78 contains 507 members 
Entering Unmasked Estep 
Score: -147546032.000000 Penalty: 270583.718750
Splitting cluster 3 changes total score from -147547344.000000 to -147546032.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (223858 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223858 members 
Entering Unmasked Estep 
Score: -28893814.000000 Penalty: 3055.054443
	Iteration 0F: 2 clusters Score -2.889381e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111696 members 
Mstep: Class 2 contains 112162 members 
Entering Unmasked Estep 
Score: -28761154.000000 Penalty: 6110.108887
	Iteration 0F: 3 clusters Score -2.876115e+07 nChanged 107916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108394 members 
Mstep: Class 2 contains 115464 members 
Entering Unmasked Estep 
Score: -28824136.000000 Penalty: 6110.108887
	Iteration 1F: 3 clusters Score -2.882414e+07 nChanged 5504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106368 members 
Mstep: Class 2 contains 117490 members 
Entering Unmasked Estep 
Score: -28825122.000000 Penalty: 6110.108887
	Iteration 2Q: 3 clusters Score -2.882512e+07 nChanged 5743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103291 members 
Mstep: Class 2 contains 120567 members 
Entering Unmasked Estep 
Score: -28826432.000000 Penalty: 6110.108887
	Iteration 3Q: 3 clusters Score -2.882643e+07 nChanged 6652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98631 members 
Mstep: Class 2 contains 125227 members 
Entering Unmasked Estep 
Score: -28828284.000000 Penalty: 6110.108887
	Iteration 4Q: 3 clusters Score -2.882828e+07 nChanged 8345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91620 members 
Mstep: Class 2 contains 132238 members 
Entering Unmasked Estep 
Score: -28831446.000000 Penalty: 6110.108887
	Iteration 5Q: 3 clusters Score -2.883145e+07 nChanged 11144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81364 members 
Mstep: Class 2 contains 142494 members 
Entering Unmasked Estep 
Score: -28836948.000000 Penalty: 6110.108887
	Iteration 6Q: 3 clusters Score -2.883695e+07 nChanged 14305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67583 members 
Mstep: Class 2 contains 156275 members 
Entering Unmasked Estep 
Score: -28846352.000000 Penalty: 6110.108887
	Iteration 7F: 3 clusters Score -2.884635e+07 nChanged 16944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50877 members 
Mstep: Class 2 contains 172981 members 
Entering Unmasked Estep 
Score: -28860214.000000 Penalty: 6110.108887
	Iteration 8F: 3 clusters Score -2.886021e+07 nChanged 16960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34009 members 
Mstep: Class 2 contains 189849 members 
Entering Unmasked Estep 
Score: -28874418.000000 Penalty: 6110.108887
	Iteration 9F: 3 clusters Score -2.887442e+07 nChanged 14441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19586 members 
Mstep: Class 2 contains 204272 members 
Entering Unmasked Estep 
Score: -28882968.000000 Penalty: 6110.108887
	Iteration 10F: 3 clusters Score -2.888297e+07 nChanged 9354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10240 members 
Mstep: Class 2 contains 213618 members 
Entering Unmasked Estep 
Score: -28887240.000000 Penalty: 6110.108887
	Iteration 11Q: 3 clusters Score -2.888724e+07 nChanged 5093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 218701 members 
Entering Unmasked Estep 
Score: -28889414.000000 Penalty: 6110.108887
	Iteration 12Q: 3 clusters Score -2.888941e+07 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 221223 members 
Entering Unmasked Estep 
Score: -28890224.000000 Penalty: 6110.108887
	Iteration 13Q: 3 clusters Score -2.889022e+07 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 222400 members 
Entering Unmasked Estep 
Score: -28890720.000000 Penalty: 6110.108887
	Iteration 14Q: 3 clusters Score -2.889072e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 222930 members 
Entering Unmasked Estep 
Score: -28890888.000000 Penalty: 6110.108887
	Iteration 15Q: 3 clusters Score -2.889089e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 223161 members 
Entering Unmasked Estep 
Score: -28891010.000000 Penalty: 6110.108887
	Iteration 16Q: 3 clusters Score -2.889101e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 223286 members 
Entering Unmasked Estep 
Score: -28891122.000000 Penalty: 6110.108887
	Iteration 17Q: 3 clusters Score -2.889112e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 223355 members 
Entering Unmasked Estep 
Score: -28891144.000000 Penalty: 6110.108887
	Iteration 18Q: 3 clusters Score -2.889114e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 223394 members 
Entering Unmasked Estep 
Score: -28891142.000000 Penalty: 6110.108887
	Iteration 19Q: 3 clusters Score -2.889114e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 223429 members 
Entering Unmasked Estep 
Score: -28891164.000000 Penalty: 6110.108887
	Iteration 20F: 3 clusters Score -2.889116e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 223448 members 
Entering Unmasked Estep 
Score: -28891204.000000 Penalty: 6110.108887
	Iteration 21Q: 3 clusters Score -2.88912e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 223453 members 
Entering Unmasked Estep 
Score: -28891202.000000 Penalty: 6110.108887
	Iteration 22Q: 3 clusters Score -2.88912e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 223456 members 
Entering Unmasked Estep 
Score: -28891220.000000 Penalty: 6110.108887
	Iteration 23Q: 3 clusters Score -2.889122e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 223456 members 
Entering Unmasked Estep 
Score: -28891214.000000 Penalty: 6110.108887
	Iteration 24Q: 3 clusters Score -2.889121e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 223458 members 
Entering Unmasked Estep 
Score: -28891212.000000 Penalty: 6110.108887
	Iteration 25Q: 3 clusters Score -2.889121e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 223460 members 
Entering Unmasked Estep 
Score: -28891210.000000 Penalty: 6110.108887
	Iteration 26Q: 3 clusters Score -2.889121e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 223464 members 
Entering Unmasked Estep 
Score: -28891226.000000 Penalty: 6110.108887
	Iteration 27Q: 3 clusters Score -2.889123e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 223467 members 
Entering Unmasked Estep 
Score: -28891232.000000 Penalty: 6110.108887
	Iteration 28Q: 3 clusters Score -2.889123e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 223469 members 
Entering Unmasked Estep 
Score: -28891232.000000 Penalty: 6110.108887
	Iteration 29Q: 3 clusters Score -2.889123e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 223471 members 
Entering Unmasked Estep 
Score: -28891240.000000 Penalty: 6110.108887
	Iteration 30Q: 3 clusters Score -2.889124e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 223474 members 
Entering Unmasked Estep 
Score: -28891236.000000 Penalty: 6110.108887
	Iteration 31Q: 3 clusters Score -2.889124e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 223476 members 
Entering Unmasked Estep 
Score: -28891236.000000 Penalty: 6110.108887
	Iteration 32Q: 3 clusters Score -2.889124e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 223478 members 
Entering Unmasked Estep 
Score: -28891230.000000 Penalty: 6110.108887
	Iteration 33Q: 3 clusters Score -2.889123e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 223478 members 
Entering Unmasked Estep 
Score: -28891230.000000 Penalty: 6110.108887
	Iteration 34F: 3 clusters Score -2.889123e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Entering Unmasked Estep 
Score: -738086.375000 Penalty: 2063.290039
	Iteration 0F: 2 clusters Score -738086.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -734141.125000 Penalty: 4126.580078
	Iteration 0F: 3 clusters Score -734141.1 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -735041.187500 Penalty: 4126.580078
	Iteration 1F: 3 clusters Score -735041.2 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -735313.062500 Penalty: 4126.580078
	Iteration 2F: 3 clusters Score -735313.1 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -735608.375000 Penalty: 4126.580078
	Iteration 3F: 3 clusters Score -735608.4 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -735903.312500 Penalty: 4126.580078
	Iteration 4F: 3 clusters Score -735903.3 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -736231.750000 Penalty: 4126.580078
	Iteration 5F: 3 clusters Score -736231.8 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -736543.937500 Penalty: 4126.580078
	Iteration 6F: 3 clusters Score -736543.9 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -736812.312500 Penalty: 4126.580078
	Iteration 7F: 3 clusters Score -736812.3 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -736974.500000 Penalty: 4126.580078
	Iteration 8Q: 3 clusters Score -736974.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -737082.562500 Penalty: 4126.580078
	Iteration 9Q: 3 clusters Score -737082.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -737153.750000 Penalty: 4126.580078
	Iteration 10Q: 3 clusters Score -737153.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -737207.687500 Penalty: 4126.580078
	Iteration 11Q: 3 clusters Score -737207.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -737241.500000 Penalty: 4126.580078
	Iteration 12Q: 3 clusters Score -737241.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -737273.125000 Penalty: 4126.580078
	Iteration 13Q: 3 clusters Score -737273.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -737287.625000 Penalty: 4126.580078
	Iteration 14Q: 3 clusters Score -737287.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -737295.937500 Penalty: 4126.580078
	Iteration 15Q: 3 clusters Score -737295.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -737300.875000 Penalty: 4126.580078
	Iteration 16Q: 3 clusters Score -737300.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -737303.750000 Penalty: 4126.580078
	Iteration 17Q: 3 clusters Score -737303.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -737307.375000 Penalty: 4126.580078
	Iteration 18Q: 3 clusters Score -737307.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -737308.375000 Penalty: 4126.580078
	Iteration 19Q: 3 clusters Score -737308.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -737310.312500 Penalty: 4126.580078
	Iteration 20F: 3 clusters Score -737310.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -737312.312500 Penalty: 4126.580078
	Iteration 21Q: 3 clusters Score -737312.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -737316.187500 Penalty: 4126.580078
	Iteration 22Q: 3 clusters Score -737316.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -737316.062500 Penalty: 4126.580078
	Iteration 23Q: 3 clusters Score -737316.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -737317.750000 Penalty: 4126.580078
	Iteration 24Q: 3 clusters Score -737317.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -737318.812500 Penalty: 4126.580078
	Iteration 25Q: 3 clusters Score -737318.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -737323.125000 Penalty: 4126.580078
	Iteration 26Q: 3 clusters Score -737323.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -737329.250000 Penalty: 4126.580078
	Iteration 27Q: 3 clusters Score -737329.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -737333.750000 Penalty: 4126.580078
	Iteration 28Q: 3 clusters Score -737333.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -737336.750000 Penalty: 4126.580078
	Iteration 29Q: 3 clusters Score -737336.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -737342.937500 Penalty: 4126.580078
	Iteration 30Q: 3 clusters Score -737342.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -737346.812500 Penalty: 4126.580078
	Iteration 31Q: 3 clusters Score -737346.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -737349.375000 Penalty: 4126.580078
	Iteration 32Q: 3 clusters Score -737349.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -737352.125000 Penalty: 4126.580078
	Iteration 33Q: 3 clusters Score -737352.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -737352.437500 Penalty: 4126.580078
	Iteration 34Q: 3 clusters Score -737352.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -737353.000000 Penalty: 4126.580078
	Iteration 35Q: 3 clusters Score -737353 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -737353.937500 Penalty: 4126.580078
	Iteration 36Q: 3 clusters Score -737353.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -737353.937500 Penalty: 4126.580078
	Iteration 37F: 3 clusters Score -737353.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Entering Unmasked Estep 
Score: -272966.125000 Penalty: 1915.333862
	Iteration 0F: 2 clusters Score -272966.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -270223.625000 Penalty: 3830.667725
	Iteration 0F: 3 clusters Score -270223.6 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -270680.343750 Penalty: 3830.667725
	Iteration 1F: 3 clusters Score -270680.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -270797.406250 Penalty: 3830.667725
	Iteration 2F: 3 clusters Score -270797.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -270864.562500 Penalty: 3830.667725
	Iteration 3Q: 3 clusters Score -270864.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -270900.593750 Penalty: 3830.667725
	Iteration 4Q: 3 clusters Score -270900.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -270932.562500 Penalty: 3830.667725
	Iteration 5Q: 3 clusters Score -270932.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -270956.687500 Penalty: 3830.667725
	Iteration 6Q: 3 clusters Score -270956.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -270973.218750 Penalty: 3830.667725
	Iteration 7Q: 3 clusters Score -270973.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -270985.968750 Penalty: 3830.667725
	Iteration 8Q: 3 clusters Score -270986 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -270999.718750 Penalty: 3830.667725
	Iteration 9Q: 3 clusters Score -270999.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -271011.500000 Penalty: 3830.667725
	Iteration 10Q: 3 clusters Score -271011.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -271029.062500 Penalty: 3830.667725
	Iteration 11Q: 3 clusters Score -271029.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -271042.750000 Penalty: 3830.667725
	Iteration 12Q: 3 clusters Score -271042.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -271053.062500 Penalty: 3830.667725
	Iteration 13Q: 3 clusters Score -271053.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -271061.062500 Penalty: 3830.667725
	Iteration 14Q: 3 clusters Score -271061.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -271063.875000 Penalty: 3830.667725
	Iteration 15Q: 3 clusters Score -271063.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -271067.781250 Penalty: 3830.667725
	Iteration 16Q: 3 clusters Score -271067.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -271074.500000 Penalty: 3830.667725
	Iteration 17Q: 3 clusters Score -271074.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -271079.062500 Penalty: 3830.667725
	Iteration 18Q: 3 clusters Score -271079.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -271080.562500 Penalty: 3830.667725
	Iteration 19Q: 3 clusters Score -271080.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -271082.343750 Penalty: 3830.667725
	Iteration 20F: 3 clusters Score -271082.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -271084.625000 Penalty: 3830.667725
	Iteration 21Q: 3 clusters Score -271084.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -271086.156250 Penalty: 3830.667725
	Iteration 22Q: 3 clusters Score -271086.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -271087.250000 Penalty: 3830.667725
	Iteration 23Q: 3 clusters Score -271087.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -271087.125000 Penalty: 3830.667725
	Iteration 24Q: 3 clusters Score -271087.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -271087.125000 Penalty: 3830.667725
	Iteration 25F: 3 clusters Score -271087.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (9372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Entering Unmasked Estep 
Score: -1072747.500000 Penalty: 2268.079590
	Iteration 0F: 2 clusters Score -1072748 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -1065448.375000 Penalty: 4536.159180
	Iteration 0F: 3 clusters Score -1065448 nChanged 3888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -1067553.625000 Penalty: 4536.159180
	Iteration 1F: 3 clusters Score -1067554 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -1067968.750000 Penalty: 4536.159180
	Iteration 2F: 3 clusters Score -1067969 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -1068271.000000 Penalty: 4536.159180
	Iteration 3F: 3 clusters Score -1068271 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -1068621.500000 Penalty: 4536.159180
	Iteration 4F: 3 clusters Score -1068622 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -1068910.500000 Penalty: 4536.159180
	Iteration 5F: 3 clusters Score -1068910 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -1069211.125000 Penalty: 4536.159180
	Iteration 6Q: 3 clusters Score -1069211 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -1069523.250000 Penalty: 4536.159180
	Iteration 7F: 3 clusters Score -1069523 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -1069777.625000 Penalty: 4536.159180
	Iteration 8Q: 3 clusters Score -1069778 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -1069980.375000 Penalty: 4536.159180
	Iteration 9Q: 3 clusters Score -1069980 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -1070160.750000 Penalty: 4536.159180
	Iteration 10Q: 3 clusters Score -1070161 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -1070323.500000 Penalty: 4536.159180
	Iteration 11Q: 3 clusters Score -1070324 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -1070456.875000 Penalty: 4536.159180
	Iteration 12Q: 3 clusters Score -1070457 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -1070565.250000 Penalty: 4536.159180
	Iteration 13Q: 3 clusters Score -1070565 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -1070657.000000 Penalty: 4536.159180
	Iteration 14Q: 3 clusters Score -1070657 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -1070730.125000 Penalty: 4536.159180
	Iteration 15Q: 3 clusters Score -1070730 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -1070789.000000 Penalty: 4536.159180
	Iteration 16Q: 3 clusters Score -1070789 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -1070842.875000 Penalty: 4536.159180
	Iteration 17Q: 3 clusters Score -1070843 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -1070878.750000 Penalty: 4536.159180
	Iteration 18Q: 3 clusters Score -1070879 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -1070916.750000 Penalty: 4536.159180
	Iteration 19Q: 3 clusters Score -1070917 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -1070949.375000 Penalty: 4536.159180
	Iteration 20F: 3 clusters Score -1070949 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -1070980.625000 Penalty: 4536.159180
	Iteration 21Q: 3 clusters Score -1070981 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -1071005.000000 Penalty: 4536.159180
	Iteration 22Q: 3 clusters Score -1071005 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -1071026.750000 Penalty: 4536.159180
	Iteration 23Q: 3 clusters Score -1071027 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -1071047.375000 Penalty: 4536.159180
	Iteration 24Q: 3 clusters Score -1071047 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -1071057.750000 Penalty: 4536.159180
	Iteration 25Q: 3 clusters Score -1071058 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -1071069.250000 Penalty: 4536.159180
	Iteration 26Q: 3 clusters Score -1071069 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -1071076.750000 Penalty: 4536.159180
	Iteration 27Q: 3 clusters Score -1071077 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -1071085.875000 Penalty: 4536.159180
	Iteration 28Q: 3 clusters Score -1071086 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -1071093.125000 Penalty: 4536.159180
	Iteration 29Q: 3 clusters Score -1071093 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -1071099.250000 Penalty: 4536.159180
	Iteration 30Q: 3 clusters Score -1071099 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -1071104.375000 Penalty: 4536.159180
	Iteration 31Q: 3 clusters Score -1071104 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -1071111.500000 Penalty: 4536.159180
	Iteration 32Q: 3 clusters Score -1071112 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -1071116.000000 Penalty: 4536.159180
	Iteration 33Q: 3 clusters Score -1071116 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -1071117.000000 Penalty: 4536.159180
	Iteration 34Q: 3 clusters Score -1071117 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -1071119.000000 Penalty: 4536.159180
	Iteration 35Q: 3 clusters Score -1071119 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -1071119.375000 Penalty: 4536.159180
	Iteration 36Q: 3 clusters Score -1071119 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -1071124.750000 Penalty: 4536.159180
	Iteration 37Q: 3 clusters Score -1071125 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -1071123.875000 Penalty: 4536.159180
	Iteration 38Q: 3 clusters Score -1071124 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -1071126.625000 Penalty: 4536.159180
	Iteration 39Q: 3 clusters Score -1071127 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -1071128.500000 Penalty: 4536.159180
	Iteration 40F: 3 clusters Score -1071128 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -1071129.500000 Penalty: 4536.159180
	Iteration 41Q: 3 clusters Score -1071130 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -1071131.250000 Penalty: 4536.159180
	Iteration 42Q: 3 clusters Score -1071131 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -1071131.375000 Penalty: 4536.159180
	Iteration 43Q: 3 clusters Score -1071131 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -1071133.125000 Penalty: 4536.159180
	Iteration 44Q: 3 clusters Score -1071133 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -1071133.375000 Penalty: 4536.159180
	Iteration 45Q: 3 clusters Score -1071133 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -1071133.750000 Penalty: 4536.159180
	Iteration 46Q: 3 clusters Score -1071134 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -1071137.750000 Penalty: 4536.159180
	Iteration 47Q: 3 clusters Score -1071138 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -1071133.625000 Penalty: 4536.159180
	Iteration 48Q: 3 clusters Score -1071134 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -1071135.125000 Penalty: 4536.159180
	Iteration 49Q: 3 clusters Score -1071135 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -1071136.500000 Penalty: 4536.159180
	Iteration 50Q: 3 clusters Score -1071136 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -1071137.250000 Penalty: 4536.159180
	Iteration 51Q: 3 clusters Score -1071137 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -1071137.375000 Penalty: 4536.159180
	Iteration 52Q: 3 clusters Score -1071137 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -1071137.375000 Penalty: 4536.159180
	Iteration 53F: 3 clusters Score -1071137 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (13916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13916 members 
Entering Unmasked Estep 
Score: -1790383.500000 Penalty: 2366.116943
	Iteration 0F: 2 clusters Score -1790384 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -1780127.250000 Penalty: 4732.233887
	Iteration 0F: 3 clusters Score -1780127 nChanged 5982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -1783335.875000 Penalty: 4732.233887
	Iteration 1F: 3 clusters Score -1783336 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -1783702.250000 Penalty: 4732.233887
	Iteration 2F: 3 clusters Score -1783702 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -1783968.125000 Penalty: 4732.233887
	Iteration 3Q: 3 clusters Score -1783968 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -1784191.750000 Penalty: 4732.233887
	Iteration 4Q: 3 clusters Score -1784192 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -1784397.875000 Penalty: 4732.233887
	Iteration 5Q: 3 clusters Score -1784398 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -1784570.375000 Penalty: 4732.233887
	Iteration 6Q: 3 clusters Score -1784570 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -1784754.000000 Penalty: 4732.233887
	Iteration 7Q: 3 clusters Score -1784754 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -1784930.750000 Penalty: 4732.233887
	Iteration 8Q: 3 clusters Score -1784931 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -1785146.875000 Penalty: 4732.233887
	Iteration 9Q: 3 clusters Score -1785147 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -1785368.000000 Penalty: 4732.233887
	Iteration 10Q: 3 clusters Score -1785368 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -1785591.250000 Penalty: 4732.233887
	Iteration 11Q: 3 clusters Score -1785591 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -1785844.000000 Penalty: 4732.233887
	Iteration 12Q: 3 clusters Score -1785844 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -1786072.250000 Penalty: 4732.233887
	Iteration 13Q: 3 clusters Score -1786072 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -1786275.500000 Penalty: 4732.233887
	Iteration 14Q: 3 clusters Score -1786276 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -1786442.750000 Penalty: 4732.233887
	Iteration 15Q: 3 clusters Score -1786443 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -1786599.500000 Penalty: 4732.233887
	Iteration 16Q: 3 clusters Score -1786600 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -1786724.875000 Penalty: 4732.233887
	Iteration 17Q: 3 clusters Score -1786725 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -1786818.750000 Penalty: 4732.233887
	Iteration 18Q: 3 clusters Score -1786819 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -1786884.125000 Penalty: 4732.233887
	Iteration 19Q: 3 clusters Score -1786884 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -1786916.625000 Penalty: 4732.233887
	Iteration 20F: 3 clusters Score -1786917 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -1786935.500000 Penalty: 4732.233887
	Iteration 21Q: 3 clusters Score -1786936 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -1786949.125000 Penalty: 4732.233887
	Iteration 22Q: 3 clusters Score -1786949 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -1786962.500000 Penalty: 4732.233887
	Iteration 23Q: 3 clusters Score -1786962 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -1786973.750000 Penalty: 4732.233887
	Iteration 24Q: 3 clusters Score -1786974 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -1786988.625000 Penalty: 4732.233887
	Iteration 25Q: 3 clusters Score -1786989 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -1786999.500000 Penalty: 4732.233887
	Iteration 26Q: 3 clusters Score -1787000 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -1787001.375000 Penalty: 4732.233887
	Iteration 27Q: 3 clusters Score -1787001 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -1787006.000000 Penalty: 4732.233887
	Iteration 28Q: 3 clusters Score -1787006 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -1787009.125000 Penalty: 4732.233887
	Iteration 29Q: 3 clusters Score -1787009 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -1787013.500000 Penalty: 4732.233887
	Iteration 30Q: 3 clusters Score -1787014 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -1787019.250000 Penalty: 4732.233887
	Iteration 31Q: 3 clusters Score -1787019 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -1787024.500000 Penalty: 4732.233887
	Iteration 32Q: 3 clusters Score -1787024 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -1787036.375000 Penalty: 4732.233887
	Iteration 33Q: 3 clusters Score -1787036 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -1787040.250000 Penalty: 4732.233887
	Iteration 34Q: 3 clusters Score -1787040 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -1787047.125000 Penalty: 4732.233887
	Iteration 35Q: 3 clusters Score -1787047 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -1787058.125000 Penalty: 4732.233887
	Iteration 36Q: 3 clusters Score -1787058 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -1787061.625000 Penalty: 4732.233887
	Iteration 37Q: 3 clusters Score -1787062 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -1787071.125000 Penalty: 4732.233887
	Iteration 38Q: 3 clusters Score -1787071 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -1787077.750000 Penalty: 4732.233887
	Iteration 39Q: 3 clusters Score -1787078 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -1787085.875000 Penalty: 4732.233887
	Iteration 40F: 3 clusters Score -1787086 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -1787093.625000 Penalty: 4732.233887
	Iteration 41Q: 3 clusters Score -1787094 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -1787092.500000 Penalty: 4732.233887
	Iteration 42Q: 3 clusters Score -1787092 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -1787097.625000 Penalty: 4732.233887
	Iteration 43Q: 3 clusters Score -1787098 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -1787103.000000 Penalty: 4732.233887
	Iteration 44Q: 3 clusters Score -1787103 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -1787102.500000 Penalty: 4732.233887
	Iteration 45Q: 3 clusters Score -1787102 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -1787107.000000 Penalty: 4732.233887
	Iteration 46Q: 3 clusters Score -1787107 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -1787118.250000 Penalty: 4732.233887
	Iteration 47Q: 3 clusters Score -1787118 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 8884 members 
Entering Unmasked Estep 
Score: -1787124.500000 Penalty: 4732.233887
	Iteration 48Q: 3 clusters Score -1787124 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -1787129.000000 Penalty: 4732.233887
	Iteration 49Q: 3 clusters Score -1787129 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -1787137.125000 Penalty: 4732.233887
	Iteration 50Q: 3 clusters Score -1787137 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -1787136.375000 Penalty: 4732.233887
	Iteration 51Q: 3 clusters Score -1787136 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -1787146.125000 Penalty: 4732.233887
	Iteration 52Q: 3 clusters Score -1787146 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -1787153.625000 Penalty: 4732.233887
	Iteration 53Q: 3 clusters Score -1787154 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 9013 members 
Entering Unmasked Estep 
Score: -1787159.750000 Penalty: 4732.233887
	Iteration 54Q: 3 clusters Score -1787160 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -1787161.625000 Penalty: 4732.233887
	Iteration 55Q: 3 clusters Score -1787162 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -1787170.875000 Penalty: 4732.233887
	Iteration 56Q: 3 clusters Score -1787171 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 9090 members 
Entering Unmasked Estep 
Score: -1787172.375000 Penalty: 4732.233887
	Iteration 57Q: 3 clusters Score -1787172 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -1787181.500000 Penalty: 4732.233887
	Iteration 58Q: 3 clusters Score -1787182 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -1787189.125000 Penalty: 4732.233887
	Iteration 59Q: 3 clusters Score -1787189 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 9142 members 
Entering Unmasked Estep 
Score: -1787184.625000 Penalty: 4732.233887
	Iteration 60F: 3 clusters Score -1787185 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -1787189.000000 Penalty: 4732.233887
	Iteration 61Q: 3 clusters Score -1787189 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -1787194.500000 Penalty: 4732.233887
	Iteration 62Q: 3 clusters Score -1787194 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 9172 members 
Entering Unmasked Estep 
Score: -1787201.125000 Penalty: 4732.233887
	Iteration 63Q: 3 clusters Score -1787201 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 9186 members 
Entering Unmasked Estep 
Score: -1787199.250000 Penalty: 4732.233887
	Iteration 64Q: 3 clusters Score -1787199 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -1787198.625000 Penalty: 4732.233887
	Iteration 65Q: 3 clusters Score -1787199 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 9205 members 
Entering Unmasked Estep 
Score: -1787201.750000 Penalty: 4732.233887
	Iteration 66Q: 3 clusters Score -1787202 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -1787208.000000 Penalty: 4732.233887
	Iteration 67Q: 3 clusters Score -1787208 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -1787211.125000 Penalty: 4732.233887
	Iteration 68Q: 3 clusters Score -1787211 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -1787213.250000 Penalty: 4732.233887
	Iteration 69Q: 3 clusters Score -1787213 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -1787211.000000 Penalty: 4732.233887
	Iteration 70Q: 3 clusters Score -1787211 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
Score: -1787210.375000 Penalty: 4732.233887
	Iteration 71Q: 3 clusters Score -1787210 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -1787210.375000 Penalty: 4732.233887
	Iteration 72Q: 3 clusters Score -1787210 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -1787210.000000 Penalty: 4732.233887
	Iteration 73Q: 3 clusters Score -1787210 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 9285 members 
Entering Unmasked Estep 
Score: -1787212.125000 Penalty: 4732.233887
	Iteration 74Q: 3 clusters Score -1787212 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 9290 members 
Entering Unmasked Estep 
Score: -1787211.000000 Penalty: 4732.233887
	Iteration 75Q: 3 clusters Score -1787211 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 9297 members 
Entering Unmasked Estep 
Score: -1787216.625000 Penalty: 4732.233887
	Iteration 76Q: 3 clusters Score -1787217 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -1787218.250000 Penalty: 4732.233887
	Iteration 77Q: 3 clusters Score -1787218 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 9303 members 
Entering Unmasked Estep 
Score: -1787218.000000 Penalty: 4732.233887
	Iteration 78Q: 3 clusters Score -1787218 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -1787218.500000 Penalty: 4732.233887
	Iteration 79Q: 3 clusters Score -1787218 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -1787220.750000 Penalty: 4732.233887
	Iteration 80F: 3 clusters Score -1787221 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 9326 members 
Entering Unmasked Estep 
Score: -1787220.625000 Penalty: 4732.233887
	Iteration 81Q: 3 clusters Score -1787221 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -1787222.625000 Penalty: 4732.233887
	Iteration 82Q: 3 clusters Score -1787223 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
Score: -1787225.125000 Penalty: 4732.233887
	Iteration 83Q: 3 clusters Score -1787225 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -1787227.625000 Penalty: 4732.233887
	Iteration 84Q: 3 clusters Score -1787228 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -1787229.000000 Penalty: 4732.233887
	Iteration 85Q: 3 clusters Score -1787229 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
Score: -1787228.000000 Penalty: 4732.233887
	Iteration 86Q: 3 clusters Score -1787228 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -1787227.625000 Penalty: 4732.233887
	Iteration 87Q: 3 clusters Score -1787228 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -1787227.750000 Penalty: 4732.233887
	Iteration 88Q: 3 clusters Score -1787228 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -1787228.500000 Penalty: 4732.233887
	Iteration 89Q: 3 clusters Score -1787228 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 9372 members 
Entering Unmasked Estep 
Score: -1787228.125000 Penalty: 4732.233887
	Iteration 90Q: 3 clusters Score -1787228 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 9372 members 
Entering Unmasked Estep 
Score: -1787228.125000 Penalty: 4732.233887
	Iteration 91F: 3 clusters Score -1787228 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (7479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Entering Unmasked Estep 
Score: -933246.937500 Penalty: 2212.123779
	Iteration 0F: 2 clusters Score -933246.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -927184.625000 Penalty: 4424.247559
	Iteration 0F: 3 clusters Score -927184.6 nChanged 2955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -928940.500000 Penalty: 4424.247559
	Iteration 1F: 3 clusters Score -928940.5 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -929499.937500 Penalty: 4424.247559
	Iteration 2F: 3 clusters Score -929499.9 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -929952.437500 Penalty: 4424.247559
	Iteration 3F: 3 clusters Score -929952.4 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -930288.312500 Penalty: 4424.247559
	Iteration 4F: 3 clusters Score -930288.3 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -930596.187500 Penalty: 4424.247559
	Iteration 5F: 3 clusters Score -930596.2 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -930875.500000 Penalty: 4424.247559
	Iteration 6F: 3 clusters Score -930875.5 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -931115.250000 Penalty: 4424.247559
	Iteration 7Q: 3 clusters Score -931115.2 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -931328.812500 Penalty: 4424.247559
	Iteration 8Q: 3 clusters Score -931328.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -931484.875000 Penalty: 4424.247559
	Iteration 9Q: 3 clusters Score -931484.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -931630.812500 Penalty: 4424.247559
	Iteration 10Q: 3 clusters Score -931630.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -931715.187500 Penalty: 4424.247559
	Iteration 11Q: 3 clusters Score -931715.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -931765.375000 Penalty: 4424.247559
	Iteration 12Q: 3 clusters Score -931765.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -931797.500000 Penalty: 4424.247559
	Iteration 13Q: 3 clusters Score -931797.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -931825.125000 Penalty: 4424.247559
	Iteration 14Q: 3 clusters Score -931825.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -931841.250000 Penalty: 4424.247559
	Iteration 15Q: 3 clusters Score -931841.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -931852.125000 Penalty: 4424.247559
	Iteration 16Q: 3 clusters Score -931852.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -931864.750000 Penalty: 4424.247559
	Iteration 17Q: 3 clusters Score -931864.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -931871.250000 Penalty: 4424.247559
	Iteration 18Q: 3 clusters Score -931871.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -931875.937500 Penalty: 4424.247559
	Iteration 19Q: 3 clusters Score -931875.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -931885.250000 Penalty: 4424.247559
	Iteration 20F: 3 clusters Score -931885.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -931893.062500 Penalty: 4424.247559
	Iteration 21Q: 3 clusters Score -931893.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -931900.312500 Penalty: 4424.247559
	Iteration 22Q: 3 clusters Score -931900.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -931903.562500 Penalty: 4424.247559
	Iteration 23Q: 3 clusters Score -931903.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -931906.562500 Penalty: 4424.247559
	Iteration 24Q: 3 clusters Score -931906.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -931909.125000 Penalty: 4424.247559
	Iteration 25Q: 3 clusters Score -931909.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -931913.125000 Penalty: 4424.247559
	Iteration 26Q: 3 clusters Score -931913.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -931915.562500 Penalty: 4424.247559
	Iteration 27Q: 3 clusters Score -931915.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -931918.250000 Penalty: 4424.247559
	Iteration 28Q: 3 clusters Score -931918.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -931919.187500 Penalty: 4424.247559
	Iteration 29Q: 3 clusters Score -931919.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -931918.437500 Penalty: 4424.247559
	Iteration 30Q: 3 clusters Score -931918.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -931921.750000 Penalty: 4424.247559
	Iteration 31Q: 3 clusters Score -931921.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -931922.750000 Penalty: 4424.247559
	Iteration 32Q: 3 clusters Score -931922.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -931922.250000 Penalty: 4424.247559
	Iteration 33Q: 3 clusters Score -931922.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -931922.000000 Penalty: 4424.247559
	Iteration 34Q: 3 clusters Score -931922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -931923.812500 Penalty: 4424.247559
	Iteration 35Q: 3 clusters Score -931923.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -931923.312500 Penalty: 4424.247559
	Iteration 36Q: 3 clusters Score -931923.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -931924.250000 Penalty: 4424.247559
	Iteration 37Q: 3 clusters Score -931924.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -931925.562500 Penalty: 4424.247559
	Iteration 38Q: 3 clusters Score -931925.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -931925.875000 Penalty: 4424.247559
	Iteration 39Q: 3 clusters Score -931925.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -931930.375000 Penalty: 4424.247559
	Iteration 40F: 3 clusters Score -931930.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -931928.937500 Penalty: 4424.247559
	Iteration 41Q: 3 clusters Score -931928.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -931929.562500 Penalty: 4424.247559
	Iteration 42Q: 3 clusters Score -931929.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -931929.562500 Penalty: 4424.247559
	Iteration 43F: 3 clusters Score -931929.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (27208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27208 members 
Entering Unmasked Estep 
Score: -3466550.000000 Penalty: 2532.394043
	Iteration 0F: 2 clusters Score -3466550 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13569 members 
Mstep: Class 2 contains 13639 members 
Entering Unmasked Estep 
Score: -3447669.250000 Penalty: 5064.788086
	Iteration 0F: 3 clusters Score -3447669 nChanged 12260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13267 members 
Mstep: Class 2 contains 13941 members 
Entering Unmasked Estep 
Score: -3454458.000000 Penalty: 5064.788086
	Iteration 1F: 3 clusters Score -3454458 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13015 members 
Mstep: Class 2 contains 14193 members 
Entering Unmasked Estep 
Score: -3455017.250000 Penalty: 5064.788086
	Iteration 2F: 3 clusters Score -3455017 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12638 members 
Mstep: Class 2 contains 14570 members 
Entering Unmasked Estep 
Score: -3455576.250000 Penalty: 5064.788086
	Iteration 3Q: 3 clusters Score -3455576 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12063 members 
Mstep: Class 2 contains 15145 members 
Entering Unmasked Estep 
Score: -3456197.000000 Penalty: 5064.788086
	Iteration 4Q: 3 clusters Score -3456197 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11273 members 
Mstep: Class 2 contains 15935 members 
Entering Unmasked Estep 
Score: -3456891.250000 Penalty: 5064.788086
	Iteration 5F: 3 clusters Score -3456891 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10225 members 
Mstep: Class 2 contains 16983 members 
Entering Unmasked Estep 
Score: -3457730.750000 Penalty: 5064.788086
	Iteration 6F: 3 clusters Score -3457731 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 18213 members 
Entering Unmasked Estep 
Score: -3458737.500000 Penalty: 5064.788086
	Iteration 7F: 3 clusters Score -3458738 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 19535 members 
Entering Unmasked Estep 
Score: -3459826.500000 Penalty: 5064.788086
	Iteration 8F: 3 clusters Score -3459826 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 20812 members 
Entering Unmasked Estep 
Score: -3460787.250000 Penalty: 5064.788086
	Iteration 9F: 3 clusters Score -3460787 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 21931 members 
Entering Unmasked Estep 
Score: -3461567.250000 Penalty: 5064.788086
	Iteration 10Q: 3 clusters Score -3461567 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 22874 members 
Entering Unmasked Estep 
Score: -3462185.500000 Penalty: 5064.788086
	Iteration 11Q: 3 clusters Score -3462186 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 23690 members 
Entering Unmasked Estep 
Score: -3462679.250000 Penalty: 5064.788086
	Iteration 12Q: 3 clusters Score -3462679 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 24356 members 
Entering Unmasked Estep 
Score: -3463122.500000 Penalty: 5064.788086
	Iteration 13Q: 3 clusters Score -3463122 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 24886 members 
Entering Unmasked Estep 
Score: -3463464.500000 Penalty: 5064.788086
	Iteration 14Q: 3 clusters Score -3463464 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 25301 members 
Entering Unmasked Estep 
Score: -3463726.250000 Penalty: 5064.788086
	Iteration 15Q: 3 clusters Score -3463726 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 25623 members 
Entering Unmasked Estep 
Score: -3463947.750000 Penalty: 5064.788086
	Iteration 16Q: 3 clusters Score -3463948 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 25854 members 
Entering Unmasked Estep 
Score: -3464119.750000 Penalty: 5064.788086
	Iteration 17Q: 3 clusters Score -3464120 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 26018 members 
Entering Unmasked Estep 
Score: -3464251.250000 Penalty: 5064.788086
	Iteration 18Q: 3 clusters Score -3464251 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 26150 members 
Entering Unmasked Estep 
Score: -3464403.750000 Penalty: 5064.788086
	Iteration 19Q: 3 clusters Score -3464404 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 26228 members 
Entering Unmasked Estep 
Score: -3464509.750000 Penalty: 5064.788086
	Iteration 20F: 3 clusters Score -3464510 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 26286 members 
Entering Unmasked Estep 
Score: -3464611.250000 Penalty: 5064.788086
	Iteration 21Q: 3 clusters Score -3464611 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 26318 members 
Entering Unmasked Estep 
Score: -3464673.500000 Penalty: 5064.788086
	Iteration 22Q: 3 clusters Score -3464674 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 26341 members 
Entering Unmasked Estep 
Score: -3464723.500000 Penalty: 5064.788086
	Iteration 23Q: 3 clusters Score -3464724 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 26362 members 
Entering Unmasked Estep 
Score: -3464771.250000 Penalty: 5064.788086
	Iteration 24Q: 3 clusters Score -3464771 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 26389 members 
Entering Unmasked Estep 
Score: -3464815.000000 Penalty: 5064.788086
	Iteration 25Q: 3 clusters Score -3464815 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 26403 members 
Entering Unmasked Estep 
Score: -3464828.250000 Penalty: 5064.788086
	Iteration 26Q: 3 clusters Score -3464828 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 26405 members 
Entering Unmasked Estep 
Score: -3464844.000000 Penalty: 5064.788086
	Iteration 27Q: 3 clusters Score -3464844 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 26406 members 
Entering Unmasked Estep 
Score: -3464864.000000 Penalty: 5064.788086
	Iteration 28Q: 3 clusters Score -3464864 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 26408 members 
Entering Unmasked Estep 
Score: -3464871.500000 Penalty: 5064.788086
	Iteration 29Q: 3 clusters Score -3464872 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 26407 members 
Entering Unmasked Estep 
Score: -3464878.750000 Penalty: 5064.788086
	Iteration 30Q: 3 clusters Score -3464879 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 26405 members 
Entering Unmasked Estep 
Score: -3464883.750000 Penalty: 5064.788086
	Iteration 31Q: 3 clusters Score -3464884 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 26402 members 
Entering Unmasked Estep 
Score: -3464884.250000 Penalty: 5064.788086
	Iteration 32Q: 3 clusters Score -3464884 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 26396 members 
Entering Unmasked Estep 
Score: -3464882.000000 Penalty: 5064.788086
	Iteration 33Q: 3 clusters Score -3464882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 26394 members 
Entering Unmasked Estep 
Score: -3464887.500000 Penalty: 5064.788086
	Iteration 34Q: 3 clusters Score -3464888 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 26393 members 
Entering Unmasked Estep 
Score: -3464886.750000 Penalty: 5064.788086
	Iteration 35Q: 3 clusters Score -3464887 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 26393 members 
Entering Unmasked Estep 
Score: -3464886.750000 Penalty: 5064.788086
	Iteration 36F: 3 clusters Score -3464887 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (11615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11615 members 
Entering Unmasked Estep 
Score: -1453530.375000 Penalty: 2321.293213
	Iteration 0F: 2 clusters Score -1453530 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -1444816.125000 Penalty: 4642.586426
	Iteration 0F: 3 clusters Score -1444816 nChanged 4878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -1447484.875000 Penalty: 4642.586426
	Iteration 1F: 3 clusters Score -1447485 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -1447814.875000 Penalty: 4642.586426
	Iteration 2F: 3 clusters Score -1447815 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -1448050.750000 Penalty: 4642.586426
	Iteration 3Q: 3 clusters Score -1448051 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -1448268.500000 Penalty: 4642.586426
	Iteration 4Q: 3 clusters Score -1448268 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -1448523.375000 Penalty: 4642.586426
	Iteration 5Q: 3 clusters Score -1448523 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -1448835.125000 Penalty: 4642.586426
	Iteration 6Q: 3 clusters Score -1448835 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -1449154.375000 Penalty: 4642.586426
	Iteration 7Q: 3 clusters Score -1449154 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -1449489.500000 Penalty: 4642.586426
	Iteration 8Q: 3 clusters Score -1449490 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -1449853.750000 Penalty: 4642.586426
	Iteration 9Q: 3 clusters Score -1449854 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -1450208.125000 Penalty: 4642.586426
	Iteration 10Q: 3 clusters Score -1450208 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -1450538.000000 Penalty: 4642.586426
	Iteration 11Q: 3 clusters Score -1450538 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9191 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -1450819.250000 Penalty: 4642.586426
	Iteration 12Q: 3 clusters Score -1450819 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -1451054.625000 Penalty: 4642.586426
	Iteration 13Q: 3 clusters Score -1451055 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -1451232.625000 Penalty: 4642.586426
	Iteration 14Q: 3 clusters Score -1451233 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9787 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -1451341.625000 Penalty: 4642.586426
	Iteration 15Q: 3 clusters Score -1451342 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -1451435.625000 Penalty: 4642.586426
	Iteration 16Q: 3 clusters Score -1451436 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9998 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -1451525.750000 Penalty: 4642.586426
	Iteration 17Q: 3 clusters Score -1451526 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -1451593.875000 Penalty: 4642.586426
	Iteration 18Q: 3 clusters Score -1451594 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10125 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -1451642.125000 Penalty: 4642.586426
	Iteration 19Q: 3 clusters Score -1451642 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -1451676.750000 Penalty: 4642.586426
	Iteration 20F: 3 clusters Score -1451677 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10192 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -1451692.875000 Penalty: 4642.586426
	Iteration 21Q: 3 clusters Score -1451693 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10197 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -1451698.125000 Penalty: 4642.586426
	Iteration 22Q: 3 clusters Score -1451698 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10203 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -1451702.875000 Penalty: 4642.586426
	Iteration 23Q: 3 clusters Score -1451703 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10212 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -1451712.250000 Penalty: 4642.586426
	Iteration 24Q: 3 clusters Score -1451712 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10214 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -1451719.250000 Penalty: 4642.586426
	Iteration 25Q: 3 clusters Score -1451719 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10218 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -1451722.375000 Penalty: 4642.586426
	Iteration 26Q: 3 clusters Score -1451722 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10220 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -1451726.625000 Penalty: 4642.586426
	Iteration 27Q: 3 clusters Score -1451727 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10221 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -1451734.250000 Penalty: 4642.586426
	Iteration 28Q: 3 clusters Score -1451734 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10225 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -1451735.125000 Penalty: 4642.586426
	Iteration 29Q: 3 clusters Score -1451735 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10226 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -1451738.750000 Penalty: 4642.586426
	Iteration 30Q: 3 clusters Score -1451739 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10226 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -1451739.125000 Penalty: 4642.586426
	Iteration 31Q: 3 clusters Score -1451739 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10230 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -1451742.000000 Penalty: 4642.586426
	Iteration 32Q: 3 clusters Score -1451742 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10231 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -1451741.625000 Penalty: 4642.586426
	Iteration 33Q: 3 clusters Score -1451742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10233 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -1451743.125000 Penalty: 4642.586426
	Iteration 34Q: 3 clusters Score -1451743 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10235 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -1451743.500000 Penalty: 4642.586426
	Iteration 35Q: 3 clusters Score -1451744 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10239 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -1451743.875000 Penalty: 4642.586426
	Iteration 36Q: 3 clusters Score -1451744 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10244 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -1451749.375000 Penalty: 4642.586426
	Iteration 37Q: 3 clusters Score -1451749 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10253 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -1451751.000000 Penalty: 4642.586426
	Iteration 38Q: 3 clusters Score -1451751 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10255 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -1451753.750000 Penalty: 4642.586426
	Iteration 39Q: 3 clusters Score -1451754 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10258 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -1451755.500000 Penalty: 4642.586426
	Iteration 40F: 3 clusters Score -1451756 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10264 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -1451759.000000 Penalty: 4642.586426
	Iteration 41Q: 3 clusters Score -1451759 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10268 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -1451755.375000 Penalty: 4642.586426
	Iteration 42Q: 3 clusters Score -1451755 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -1451758.750000 Penalty: 4642.586426
	Iteration 43Q: 3 clusters Score -1451759 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -1451762.875000 Penalty: 4642.586426
	Iteration 44Q: 3 clusters Score -1451763 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -1451768.875000 Penalty: 4642.586426
	Iteration 45Q: 3 clusters Score -1451769 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10289 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -1451775.125000 Penalty: 4642.586426
	Iteration 46Q: 3 clusters Score -1451775 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10301 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -1451788.750000 Penalty: 4642.586426
	Iteration 47Q: 3 clusters Score -1451789 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10305 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -1451788.875000 Penalty: 4642.586426
	Iteration 48Q: 3 clusters Score -1451789 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10312 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -1451792.875000 Penalty: 4642.586426
	Iteration 49Q: 3 clusters Score -1451793 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10313 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -1451800.125000 Penalty: 4642.586426
	Iteration 50Q: 3 clusters Score -1451800 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10314 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -1451806.500000 Penalty: 4642.586426
	Iteration 51Q: 3 clusters Score -1451806 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10317 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -1451806.750000 Penalty: 4642.586426
	Iteration 52Q: 3 clusters Score -1451807 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -1451806.250000 Penalty: 4642.586426
	Iteration 53Q: 3 clusters Score -1451806 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -1451809.250000 Penalty: 4642.586426
	Iteration 54Q: 3 clusters Score -1451809 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10324 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -1451806.875000 Penalty: 4642.586426
	Iteration 55Q: 3 clusters Score -1451807 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -1451809.000000 Penalty: 4642.586426
	Iteration 56Q: 3 clusters Score -1451809 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -1451810.625000 Penalty: 4642.586426
	Iteration 57Q: 3 clusters Score -1451811 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10334 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -1451811.500000 Penalty: 4642.586426
	Iteration 58Q: 3 clusters Score -1451812 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -1451813.750000 Penalty: 4642.586426
	Iteration 59Q: 3 clusters Score -1451814 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -1451815.875000 Penalty: 4642.586426
	Iteration 60F: 3 clusters Score -1451816 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10341 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -1451820.125000 Penalty: 4642.586426
	Iteration 61Q: 3 clusters Score -1451820 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10341 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -1451822.875000 Penalty: 4642.586426
	Iteration 62Q: 3 clusters Score -1451823 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10344 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -1451822.125000 Penalty: 4642.586426
	Iteration 63Q: 3 clusters Score -1451822 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10346 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -1451823.000000 Penalty: 4642.586426
	Iteration 64Q: 3 clusters Score -1451823 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10347 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -1451823.750000 Penalty: 4642.586426
	Iteration 65Q: 3 clusters Score -1451824 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10348 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -1451823.625000 Penalty: 4642.586426
	Iteration 66Q: 3 clusters Score -1451824 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10348 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -1451822.500000 Penalty: 4642.586426
	Iteration 67Q: 3 clusters Score -1451822 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10349 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -1451823.500000 Penalty: 4642.586426
	Iteration 68Q: 3 clusters Score -1451824 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10349 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -1451823.500000 Penalty: 4642.586426
	Iteration 69F: 3 clusters Score -1451824 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -125410.101562 Penalty: 1719.005005
	Iteration 0F: 2 clusters Score -125410.1 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 477 members 
Entering Unmasked Estep 
Score: -123637.078125 Penalty: 3438.010010
	Iteration 0F: 3 clusters Score -123637.1 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -124797.851562 Penalty: 3438.010010
	Iteration 1F: 3 clusters Score -124797.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -125361.421875 Penalty: 3438.010010
	Iteration 2F: 3 clusters Score -125361.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -125739.156250 Penalty: 3438.010010
	Iteration 3F: 3 clusters Score -125739.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -125882.421875 Penalty: 3438.010010
	Iteration 4Q: 3 clusters Score -125882.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -126025.804688 Penalty: 3438.010010
	Iteration 5Q: 3 clusters Score -126025.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -126091.109375 Penalty: 3438.010010
	Iteration 6Q: 3 clusters Score -126091.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -126138.484375 Penalty: 3438.010010
	Iteration 7Q: 3 clusters Score -126138.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -126155.078125 Penalty: 3438.010010
	Iteration 8Q: 3 clusters Score -126155.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -126173.687500 Penalty: 3438.010010
	Iteration 9Q: 3 clusters Score -126173.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -126184.515625 Penalty: 3438.010010
	Iteration 10Q: 3 clusters Score -126184.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -126196.554688 Penalty: 3438.010010
	Iteration 11Q: 3 clusters Score -126196.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -126206.210938 Penalty: 3438.010010
	Iteration 12Q: 3 clusters Score -126206.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -126206.210938 Penalty: 3438.010010
	Iteration 13F: 3 clusters Score -126206.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22645 members 
Mstep: Class 2 contains 4319 members 
Mstep: Class 3 contains 1074 members 
Mstep: Class 4 contains 223858 members 
Mstep: Class 5 contains 4104 members 
Mstep: Class 6 contains 2260 members 
Mstep: Class 7 contains 9372 members 
Mstep: Class 8 contains 13916 members 
Mstep: Class 9 contains 7479 members 
Mstep: Class 10 contains 27208 members 
Mstep: Class 11 contains 11615 members 
Mstep: Class 12 contains 574 members 
Mstep: Class 13 contains 3501 members 
Mstep: Class 14 contains 36448 members 
Mstep: Class 15 contains 181259 members 
Mstep: Class 16 contains 23102 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 9961 members 
Mstep: Class 19 contains 164698 members 
Mstep: Class 20 contains 55019 members 
Mstep: Class 21 contains 2417 members 
Mstep: Class 22 contains 686 members 
Mstep: Class 23 contains 4373 members 
Mstep: Class 24 contains 3352 members 
Mstep: Class 25 contains 38538 members 
Mstep: Class 26 contains 60664 members 
Mstep: Class 27 contains 28781 members 
Mstep: Class 28 contains 470 members 
Mstep: Class 29 contains 42520 members 
Mstep: Class 30 contains 10776 members 
Mstep: Class 31 contains 6562 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8498 members 
Mstep: Class 34 contains 437 members 
Mstep: Class 35 contains 3422 members 
Mstep: Class 36 contains 8266 members 
Mstep: Class 37 contains 3932 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1885 members 
Mstep: Class 40 contains 19228 members 
Mstep: Class 41 contains 423 members 
Mstep: Class 42 contains 3007 members 
Mstep: Class 43 contains 3343 members 
Mstep: Class 44 contains 1401 members 
Mstep: Class 45 contains 22206 members 
Mstep: Class 46 contains 13090 members 
Mstep: Class 47 contains 306 members 
Mstep: Class 48 contains 7849 members 
Mstep: Class 49 contains 26838 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 616 members 
Mstep: Class 52 contains 309 members 
Mstep: Class 53 contains 3102 members 
Mstep: Class 54 contains 347 members 
Mstep: Class 55 contains 4825 members 
Mstep: Class 56 contains 17268 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 284 members 
Mstep: Class 60 contains 4833 members 
Mstep: Class 61 contains 1768 members 
Mstep: Class 62 contains 1052 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 8306 members 
Mstep: Class 65 contains 503 members 
Mstep: Class 66 contains 665 members 
Mstep: Class 67 contains 2648 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 711 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 7991 members 
Mstep: Class 75 contains 892 members 
Mstep: Class 76 contains 504 members 
Mstep: Class 77 contains 631 members 
Mstep: Class 78 contains 450 members 
Entering Unmasked Estep 
Score: -147546384.000000 Penalty: 270583.718750
Splitting cluster 12 changes total score from -147547344.000000 to -147546384.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (3501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Entering Unmasked Estep 
Score: -435603.250000 Penalty: 2023.879395
	Iteration 0F: 2 clusters Score -435603.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -431974.812500 Penalty: 4047.758789
	Iteration 0F: 3 clusters Score -431974.8 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -432673.218750 Penalty: 4047.758789
	Iteration 1F: 3 clusters Score -432673.2 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -432835.250000 Penalty: 4047.758789
	Iteration 2F: 3 clusters Score -432835.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -432937.812500 Penalty: 4047.758789
	Iteration 3Q: 3 clusters Score -432937.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -432996.843750 Penalty: 4047.758789
	Iteration 4Q: 3 clusters Score -432996.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -433037.343750 Penalty: 4047.758789
	Iteration 5Q: 3 clusters Score -433037.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -433068.437500 Penalty: 4047.758789
	Iteration 6Q: 3 clusters Score -433068.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -433093.906250 Penalty: 4047.758789
	Iteration 7Q: 3 clusters Score -433093.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -433113.093750 Penalty: 4047.758789
	Iteration 8Q: 3 clusters Score -433113.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -433134.125000 Penalty: 4047.758789
	Iteration 9Q: 3 clusters Score -433134.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -433153.500000 Penalty: 4047.758789
	Iteration 10Q: 3 clusters Score -433153.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -433168.781250 Penalty: 4047.758789
	Iteration 11Q: 3 clusters Score -433168.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -433191.000000 Penalty: 4047.758789
	Iteration 12Q: 3 clusters Score -433191 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -433208.750000 Penalty: 4047.758789
	Iteration 13Q: 3 clusters Score -433208.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -433222.343750 Penalty: 4047.758789
	Iteration 14Q: 3 clusters Score -433222.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -433235.343750 Penalty: 4047.758789
	Iteration 15Q: 3 clusters Score -433235.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -433254.500000 Penalty: 4047.758789
	Iteration 16Q: 3 clusters Score -433254.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -433278.281250 Penalty: 4047.758789
	Iteration 17Q: 3 clusters Score -433278.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -433315.281250 Penalty: 4047.758789
	Iteration 18Q: 3 clusters Score -433315.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -433359.656250 Penalty: 4047.758789
	Iteration 19Q: 3 clusters Score -433359.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -433404.500000 Penalty: 4047.758789
	Iteration 20F: 3 clusters Score -433404.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -433456.500000 Penalty: 4047.758789
	Iteration 21Q: 3 clusters Score -433456.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -433499.093750 Penalty: 4047.758789
	Iteration 22Q: 3 clusters Score -433499.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -433537.812500 Penalty: 4047.758789
	Iteration 23Q: 3 clusters Score -433537.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -433574.500000 Penalty: 4047.758789
	Iteration 24Q: 3 clusters Score -433574.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -433601.843750 Penalty: 4047.758789
	Iteration 25Q: 3 clusters Score -433601.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -433627.562500 Penalty: 4047.758789
	Iteration 26Q: 3 clusters Score -433627.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -433646.218750 Penalty: 4047.758789
	Iteration 27Q: 3 clusters Score -433646.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -433656.656250 Penalty: 4047.758789
	Iteration 28Q: 3 clusters Score -433656.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -433664.375000 Penalty: 4047.758789
	Iteration 29Q: 3 clusters Score -433664.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -433672.500000 Penalty: 4047.758789
	Iteration 30Q: 3 clusters Score -433672.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -433678.937500 Penalty: 4047.758789
	Iteration 31Q: 3 clusters Score -433678.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -433684.468750 Penalty: 4047.758789
	Iteration 32Q: 3 clusters Score -433684.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -433689.375000 Penalty: 4047.758789
	Iteration 33Q: 3 clusters Score -433689.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -433693.750000 Penalty: 4047.758789
	Iteration 34Q: 3 clusters Score -433693.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -433698.218750 Penalty: 4047.758789
	Iteration 35Q: 3 clusters Score -433698.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -433701.781250 Penalty: 4047.758789
	Iteration 36Q: 3 clusters Score -433701.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -433705.437500 Penalty: 4047.758789
	Iteration 37Q: 3 clusters Score -433705.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -433710.000000 Penalty: 4047.758789
	Iteration 38Q: 3 clusters Score -433710 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -433713.500000 Penalty: 4047.758789
	Iteration 39Q: 3 clusters Score -433713.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -433715.718750 Penalty: 4047.758789
	Iteration 40F: 3 clusters Score -433715.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -433720.843750 Penalty: 4047.758789
	Iteration 41Q: 3 clusters Score -433720.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -433723.406250 Penalty: 4047.758789
	Iteration 42Q: 3 clusters Score -433723.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -433723.562500 Penalty: 4047.758789
	Iteration 43Q: 3 clusters Score -433723.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -433723.562500 Penalty: 4047.758789
	Iteration 44F: 3 clusters Score -433723.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (36448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36448 members 
Entering Unmasked Estep 
Score: -4592222.000000 Penalty: 2604.903320
	Iteration 0F: 2 clusters Score -4592222 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18028 members 
Mstep: Class 2 contains 18420 members 
Entering Unmasked Estep 
Score: -4567405.000000 Penalty: 5209.806641
	Iteration 0F: 3 clusters Score -4567405 nChanged 16680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16690 members 
Mstep: Class 2 contains 19758 members 
Entering Unmasked Estep 
Score: -4576565.500000 Penalty: 5209.806641
	Iteration 1F: 3 clusters Score -4576566 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15840 members 
Mstep: Class 2 contains 20608 members 
Entering Unmasked Estep 
Score: -4577195.000000 Penalty: 5209.806641
	Iteration 2Q: 3 clusters Score -4577195 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14645 members 
Mstep: Class 2 contains 21803 members 
Entering Unmasked Estep 
Score: -4577940.000000 Penalty: 5209.806641
	Iteration 3Q: 3 clusters Score -4577940 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13018 members 
Mstep: Class 2 contains 23430 members 
Entering Unmasked Estep 
Score: -4579015.500000 Penalty: 5209.806641
	Iteration 4F: 3 clusters Score -4579016 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10906 members 
Mstep: Class 2 contains 25542 members 
Entering Unmasked Estep 
Score: -4580519.000000 Penalty: 5209.806641
	Iteration 5F: 3 clusters Score -4580519 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 28000 members 
Entering Unmasked Estep 
Score: -4582477.000000 Penalty: 5209.806641
	Iteration 6F: 3 clusters Score -4582477 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 30607 members 
Entering Unmasked Estep 
Score: -4584842.500000 Penalty: 5209.806641
	Iteration 7F: 3 clusters Score -4584842 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 32871 members 
Entering Unmasked Estep 
Score: -4587055.000000 Penalty: 5209.806641
	Iteration 8F: 3 clusters Score -4587055 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 34315 members 
Entering Unmasked Estep 
Score: -4588487.000000 Penalty: 5209.806641
	Iteration 9Q: 3 clusters Score -4588487 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 35045 members 
Entering Unmasked Estep 
Score: -4589190.000000 Penalty: 5209.806641
	Iteration 10Q: 3 clusters Score -4589190 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 35417 members 
Entering Unmasked Estep 
Score: -4589583.500000 Penalty: 5209.806641
	Iteration 11Q: 3 clusters Score -4589584 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 35605 members 
Entering Unmasked Estep 
Score: -4589797.000000 Penalty: 5209.806641
	Iteration 12Q: 3 clusters Score -4589797 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 35698 members 
Entering Unmasked Estep 
Score: -4589914.000000 Penalty: 5209.806641
	Iteration 13Q: 3 clusters Score -4589914 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 35745 members 
Entering Unmasked Estep 
Score: -4589971.500000 Penalty: 5209.806641
	Iteration 14Q: 3 clusters Score -4589972 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 35775 members 
Entering Unmasked Estep 
Score: -4590019.000000 Penalty: 5209.806641
	Iteration 15Q: 3 clusters Score -4590019 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 35791 members 
Entering Unmasked Estep 
Score: -4590059.000000 Penalty: 5209.806641
	Iteration 16Q: 3 clusters Score -4590059 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 35802 members 
Entering Unmasked Estep 
Score: -4590072.500000 Penalty: 5209.806641
	Iteration 17Q: 3 clusters Score -4590072 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 35808 members 
Entering Unmasked Estep 
Score: -4590088.500000 Penalty: 5209.806641
	Iteration 18Q: 3 clusters Score -4590088 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 35815 members 
Entering Unmasked Estep 
Score: -4590100.000000 Penalty: 5209.806641
	Iteration 19Q: 3 clusters Score -4590100 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 35816 members 
Entering Unmasked Estep 
Score: -4590098.000000 Penalty: 5209.806641
	Iteration 20F: 3 clusters Score -4590098 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 35815 members 
Entering Unmasked Estep 
Score: -4590105.000000 Penalty: 5209.806641
	Iteration 21Q: 3 clusters Score -4590105 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 35819 members 
Entering Unmasked Estep 
Score: -4590113.000000 Penalty: 5209.806641
	Iteration 22Q: 3 clusters Score -4590113 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 35822 members 
Entering Unmasked Estep 
Score: -4590117.500000 Penalty: 5209.806641
	Iteration 23Q: 3 clusters Score -4590118 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 35826 members 
Entering Unmasked Estep 
Score: -4590121.000000 Penalty: 5209.806641
	Iteration 24Q: 3 clusters Score -4590121 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 35828 members 
Entering Unmasked Estep 
Score: -4590125.500000 Penalty: 5209.806641
	Iteration 25Q: 3 clusters Score -4590126 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 35829 members 
Entering Unmasked Estep 
Score: -4590122.000000 Penalty: 5209.806641
	Iteration 26Q: 3 clusters Score -4590122 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 35830 members 
Entering Unmasked Estep 
Score: -4590123.500000 Penalty: 5209.806641
	Iteration 27Q: 3 clusters Score -4590124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 35829 members 
Entering Unmasked Estep 
Score: -4590122.000000 Penalty: 5209.806641
	Iteration 28Q: 3 clusters Score -4590122 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 35829 members 
Entering Unmasked Estep 
Score: -4590122.000000 Penalty: 5209.806641
	Iteration 29F: 3 clusters Score -4590122 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (181259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181259 members 
Entering Unmasked Estep 
Score: -23337146.000000 Penalty: 3002.705078
	Iteration 0F: 2 clusters Score -2.333715e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90532 members 
Mstep: Class 2 contains 90727 members 
Entering Unmasked Estep 
Score: -23216408.000000 Penalty: 6005.410156
	Iteration 0F: 3 clusters Score -2.321641e+07 nChanged 87098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89752 members 
Mstep: Class 2 contains 91507 members 
Entering Unmasked Estep 
Score: -23267672.000000 Penalty: 6005.410156
	Iteration 1F: 3 clusters Score -2.326767e+07 nChanged 5368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89358 members 
Mstep: Class 2 contains 91901 members 
Entering Unmasked Estep 
Score: -23268960.000000 Penalty: 6005.410156
	Iteration 2Q: 3 clusters Score -2.326896e+07 nChanged 5750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88722 members 
Mstep: Class 2 contains 92537 members 
Entering Unmasked Estep 
Score: -23270434.000000 Penalty: 6005.410156
	Iteration 3Q: 3 clusters Score -2.327043e+07 nChanged 6165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87815 members 
Mstep: Class 2 contains 93444 members 
Entering Unmasked Estep 
Score: -23272550.000000 Penalty: 6005.410156
	Iteration 4Q: 3 clusters Score -2.327255e+07 nChanged 6833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86546 members 
Mstep: Class 2 contains 94713 members 
Entering Unmasked Estep 
Score: -23275186.000000 Penalty: 6005.410156
	Iteration 5Q: 3 clusters Score -2.327519e+07 nChanged 7560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84854 members 
Mstep: Class 2 contains 96405 members 
Entering Unmasked Estep 
Score: -23278196.000000 Penalty: 6005.410156
	Iteration 6Q: 3 clusters Score -2.32782e+07 nChanged 8398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82574 members 
Mstep: Class 2 contains 98685 members 
Entering Unmasked Estep 
Score: -23282008.000000 Penalty: 6005.410156
	Iteration 7Q: 3 clusters Score -2.328201e+07 nChanged 9200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79858 members 
Mstep: Class 2 contains 101401 members 
Entering Unmasked Estep 
Score: -23286540.000000 Penalty: 6005.410156
	Iteration 8F: 3 clusters Score -2.328654e+07 nChanged 9566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76828 members 
Mstep: Class 2 contains 104431 members 
Entering Unmasked Estep 
Score: -23291800.000000 Penalty: 6005.410156
	Iteration 9F: 3 clusters Score -2.32918e+07 nChanged 9553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73915 members 
Mstep: Class 2 contains 107344 members 
Entering Unmasked Estep 
Score: -23296866.000000 Penalty: 6005.410156
	Iteration 10F: 3 clusters Score -2.329687e+07 nChanged 8791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71356 members 
Mstep: Class 2 contains 109903 members 
Entering Unmasked Estep 
Score: -23301480.000000 Penalty: 6005.410156
	Iteration 11Q: 3 clusters Score -2.330148e+07 nChanged 7132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68998 members 
Mstep: Class 2 contains 112261 members 
Entering Unmasked Estep 
Score: -23304478.000000 Penalty: 6005.410156
	Iteration 12Q: 3 clusters Score -2.330448e+07 nChanged 4994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66672 members 
Mstep: Class 2 contains 114587 members 
Entering Unmasked Estep 
Score: -23305930.000000 Penalty: 6005.410156
	Iteration 13Q: 3 clusters Score -2.330593e+07 nChanged 3459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64133 members 
Mstep: Class 2 contains 117126 members 
Entering Unmasked Estep 
Score: -23306852.000000 Penalty: 6005.410156
	Iteration 14Q: 3 clusters Score -2.330685e+07 nChanged 2928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61441 members 
Mstep: Class 2 contains 119818 members 
Entering Unmasked Estep 
Score: -23307620.000000 Penalty: 6005.410156
	Iteration 15Q: 3 clusters Score -2.330762e+07 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58532 members 
Mstep: Class 2 contains 122727 members 
Entering Unmasked Estep 
Score: -23308464.000000 Penalty: 6005.410156
	Iteration 16Q: 3 clusters Score -2.330846e+07 nChanged 3084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55472 members 
Mstep: Class 2 contains 125787 members 
Entering Unmasked Estep 
Score: -23309290.000000 Penalty: 6005.410156
	Iteration 17Q: 3 clusters Score -2.330929e+07 nChanged 3385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52103 members 
Mstep: Class 2 contains 129156 members 
Entering Unmasked Estep 
Score: -23310344.000000 Penalty: 6005.410156
	Iteration 18Q: 3 clusters Score -2.331034e+07 nChanged 3713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48408 members 
Mstep: Class 2 contains 132851 members 
Entering Unmasked Estep 
Score: -23311792.000000 Penalty: 6005.410156
	Iteration 19Q: 3 clusters Score -2.331179e+07 nChanged 3927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44495 members 
Mstep: Class 2 contains 136764 members 
Entering Unmasked Estep 
Score: -23313392.000000 Penalty: 6005.410156
	Iteration 20F: 3 clusters Score -2.331339e+07 nChanged 4212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40291 members 
Mstep: Class 2 contains 140968 members 
Entering Unmasked Estep 
Score: -23315068.000000 Penalty: 6005.410156
	Iteration 21Q: 3 clusters Score -2.331507e+07 nChanged 4339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35962 members 
Mstep: Class 2 contains 145297 members 
Entering Unmasked Estep 
Score: -23317256.000000 Penalty: 6005.410156
	Iteration 22Q: 3 clusters Score -2.331726e+07 nChanged 4335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31633 members 
Mstep: Class 2 contains 149626 members 
Entering Unmasked Estep 
Score: -23319296.000000 Penalty: 6005.410156
	Iteration 23Q: 3 clusters Score -2.33193e+07 nChanged 4324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27319 members 
Mstep: Class 2 contains 153940 members 
Entering Unmasked Estep 
Score: -23321588.000000 Penalty: 6005.410156
	Iteration 24Q: 3 clusters Score -2.332159e+07 nChanged 4095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23228 members 
Mstep: Class 2 contains 158031 members 
Entering Unmasked Estep 
Score: -23324022.000000 Penalty: 6005.410156
	Iteration 25Q: 3 clusters Score -2.332402e+07 nChanged 3803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19427 members 
Mstep: Class 2 contains 161832 members 
Entering Unmasked Estep 
Score: -23326234.000000 Penalty: 6005.410156
	Iteration 26Q: 3 clusters Score -2.332623e+07 nChanged 3406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16031 members 
Mstep: Class 2 contains 165228 members 
Entering Unmasked Estep 
Score: -23328590.000000 Penalty: 6005.410156
	Iteration 27Q: 3 clusters Score -2.332859e+07 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13181 members 
Mstep: Class 2 contains 168078 members 
Entering Unmasked Estep 
Score: -23330374.000000 Penalty: 6005.410156
	Iteration 28Q: 3 clusters Score -2.333037e+07 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10924 members 
Mstep: Class 2 contains 170335 members 
Entering Unmasked Estep 
Score: -23331844.000000 Penalty: 6005.410156
	Iteration 29Q: 3 clusters Score -2.333184e+07 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 172186 members 
Entering Unmasked Estep 
Score: -23332958.000000 Penalty: 6005.410156
	Iteration 30Q: 3 clusters Score -2.333296e+07 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 173606 members 
Entering Unmasked Estep 
Score: -23333684.000000 Penalty: 6005.410156
	Iteration 31Q: 3 clusters Score -2.333368e+07 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 174719 members 
Entering Unmasked Estep 
Score: -23334430.000000 Penalty: 6005.410156
	Iteration 32Q: 3 clusters Score -2.333443e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 175610 members 
Entering Unmasked Estep 
Score: -23334822.000000 Penalty: 6005.410156
	Iteration 33Q: 3 clusters Score -2.333482e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 176216 members 
Entering Unmasked Estep 
Score: -23335084.000000 Penalty: 6005.410156
	Iteration 34Q: 3 clusters Score -2.333508e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 176654 members 
Entering Unmasked Estep 
Score: -23335192.000000 Penalty: 6005.410156
	Iteration 35Q: 3 clusters Score -2.333519e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 177002 members 
Entering Unmasked Estep 
Score: -23335318.000000 Penalty: 6005.410156
	Iteration 36Q: 3 clusters Score -2.333532e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 177281 members 
Entering Unmasked Estep 
Score: -23335428.000000 Penalty: 6005.410156
	Iteration 37Q: 3 clusters Score -2.333543e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 177497 members 
Entering Unmasked Estep 
Score: -23335442.000000 Penalty: 6005.410156
	Iteration 38Q: 3 clusters Score -2.333544e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 177694 members 
Entering Unmasked Estep 
Score: -23335472.000000 Penalty: 6005.410156
	Iteration 39Q: 3 clusters Score -2.333547e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 177881 members 
Entering Unmasked Estep 
Score: -23335502.000000 Penalty: 6005.410156
	Iteration 40F: 3 clusters Score -2.33355e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 178032 members 
Entering Unmasked Estep 
Score: -23335518.000000 Penalty: 6005.410156
	Iteration 41Q: 3 clusters Score -2.333552e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 178141 members 
Entering Unmasked Estep 
Score: -23335494.000000 Penalty: 6005.410156
	Iteration 42Q: 3 clusters Score -2.333549e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 178243 members 
Entering Unmasked Estep 
Score: -23335508.000000 Penalty: 6005.410156
	Iteration 43Q: 3 clusters Score -2.333551e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 178338 members 
Entering Unmasked Estep 
Score: -23335504.000000 Penalty: 6005.410156
	Iteration 44Q: 3 clusters Score -2.33355e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 178410 members 
Entering Unmasked Estep 
Score: -23335522.000000 Penalty: 6005.410156
	Iteration 45Q: 3 clusters Score -2.333552e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 178463 members 
Entering Unmasked Estep 
Score: -23335500.000000 Penalty: 6005.410156
	Iteration 46Q: 3 clusters Score -2.33355e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 178509 members 
Entering Unmasked Estep 
Score: -23335512.000000 Penalty: 6005.410156
	Iteration 47Q: 3 clusters Score -2.333551e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 178558 members 
Entering Unmasked Estep 
Score: -23335498.000000 Penalty: 6005.410156
	Iteration 48Q: 3 clusters Score -2.33355e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 178594 members 
Entering Unmasked Estep 
Score: -23335522.000000 Penalty: 6005.410156
	Iteration 49Q: 3 clusters Score -2.333552e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 178625 members 
Entering Unmasked Estep 
Score: -23335540.000000 Penalty: 6005.410156
	Iteration 50Q: 3 clusters Score -2.333554e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 178655 members 
Entering Unmasked Estep 
Score: -23335550.000000 Penalty: 6005.410156
	Iteration 51Q: 3 clusters Score -2.333555e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 178673 members 
Entering Unmasked Estep 
Score: -23335554.000000 Penalty: 6005.410156
	Iteration 52Q: 3 clusters Score -2.333555e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 178693 members 
Entering Unmasked Estep 
Score: -23335558.000000 Penalty: 6005.410156
	Iteration 53Q: 3 clusters Score -2.333556e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 178715 members 
Entering Unmasked Estep 
Score: -23335568.000000 Penalty: 6005.410156
	Iteration 54Q: 3 clusters Score -2.333557e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 178739 members 
Entering Unmasked Estep 
Score: -23335540.000000 Penalty: 6005.410156
	Iteration 55Q: 3 clusters Score -2.333554e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 178762 members 
Entering Unmasked Estep 
Score: -23335554.000000 Penalty: 6005.410156
	Iteration 56Q: 3 clusters Score -2.333555e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 178774 members 
Entering Unmasked Estep 
Score: -23335542.000000 Penalty: 6005.410156
	Iteration 57Q: 3 clusters Score -2.333554e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 178790 members 
Entering Unmasked Estep 
Score: -23335562.000000 Penalty: 6005.410156
	Iteration 58Q: 3 clusters Score -2.333556e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 178804 members 
Entering Unmasked Estep 
Score: -23335570.000000 Penalty: 6005.410156
	Iteration 59Q: 3 clusters Score -2.333557e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 178816 members 
Entering Unmasked Estep 
Score: -23335566.000000 Penalty: 6005.410156
	Iteration 60F: 3 clusters Score -2.333557e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 178832 members 
Entering Unmasked Estep 
Score: -23335580.000000 Penalty: 6005.410156
	Iteration 61Q: 3 clusters Score -2.333558e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 178844 members 
Entering Unmasked Estep 
Score: -23335592.000000 Penalty: 6005.410156
	Iteration 62Q: 3 clusters Score -2.333559e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 178852 members 
Entering Unmasked Estep 
Score: -23335582.000000 Penalty: 6005.410156
	Iteration 63Q: 3 clusters Score -2.333558e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 178862 members 
Entering Unmasked Estep 
Score: -23335576.000000 Penalty: 6005.410156
	Iteration 64Q: 3 clusters Score -2.333558e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 178870 members 
Entering Unmasked Estep 
Score: -23335578.000000 Penalty: 6005.410156
	Iteration 65Q: 3 clusters Score -2.333558e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 178873 members 
Entering Unmasked Estep 
Score: -23335580.000000 Penalty: 6005.410156
	Iteration 66Q: 3 clusters Score -2.333558e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 178876 members 
Entering Unmasked Estep 
Score: -23335572.000000 Penalty: 6005.410156
	Iteration 67Q: 3 clusters Score -2.333557e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 178879 members 
Entering Unmasked Estep 
Score: -23335556.000000 Penalty: 6005.410156
	Iteration 68Q: 3 clusters Score -2.333556e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 178881 members 
Entering Unmasked Estep 
Score: -23335556.000000 Penalty: 6005.410156
	Iteration 69Q: 3 clusters Score -2.333556e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 178881 members 
Entering Unmasked Estep 
Score: -23335560.000000 Penalty: 6005.410156
	Iteration 70Q: 3 clusters Score -2.333556e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 178882 members 
Entering Unmasked Estep 
Score: -23335556.000000 Penalty: 6005.410156
	Iteration 71Q: 3 clusters Score -2.333556e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 178882 members 
Entering Unmasked Estep 
Score: -23335556.000000 Penalty: 6005.410156
	Iteration 72F: 3 clusters Score -2.333556e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (23102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23102 members 
Entering Unmasked Estep 
Score: -2917480.500000 Penalty: 2491.823242
	Iteration 0F: 2 clusters Score -2917480 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11602 members 
Mstep: Class 2 contains 11500 members 
Entering Unmasked Estep 
Score: -2901383.250000 Penalty: 4983.646484
	Iteration 0F: 3 clusters Score -2901383 nChanged 10240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11820 members 
Mstep: Class 2 contains 11282 members 
Entering Unmasked Estep 
Score: -2906729.250000 Penalty: 4983.646484
	Iteration 1F: 3 clusters Score -2906729 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11946 members 
Mstep: Class 2 contains 11156 members 
Entering Unmasked Estep 
Score: -2907137.250000 Penalty: 4983.646484
	Iteration 2F: 3 clusters Score -2907137 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12098 members 
Mstep: Class 2 contains 11004 members 
Entering Unmasked Estep 
Score: -2907488.000000 Penalty: 4983.646484
	Iteration 3Q: 3 clusters Score -2907488 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12309 members 
Mstep: Class 2 contains 10793 members 
Entering Unmasked Estep 
Score: -2907845.500000 Penalty: 4983.646484
	Iteration 4Q: 3 clusters Score -2907846 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12573 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
Score: -2908215.250000 Penalty: 4983.646484
	Iteration 5Q: 3 clusters Score -2908215 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12879 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
Score: -2908649.250000 Penalty: 4983.646484
	Iteration 6Q: 3 clusters Score -2908649 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13318 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -2909166.750000 Penalty: 4983.646484
	Iteration 7Q: 3 clusters Score -2909167 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13862 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -2909802.000000 Penalty: 4983.646484
	Iteration 8Q: 3 clusters Score -2909802 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14514 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -2910531.000000 Penalty: 4983.646484
	Iteration 9F: 3 clusters Score -2910531 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15226 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -2911339.750000 Penalty: 4983.646484
	Iteration 10F: 3 clusters Score -2911340 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15967 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -2912225.500000 Penalty: 4983.646484
	Iteration 11F: 3 clusters Score -2912226 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16717 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -2913173.000000 Penalty: 4983.646484
	Iteration 12F: 3 clusters Score -2913173 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17316 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -2914076.250000 Penalty: 4983.646484
	Iteration 13Q: 3 clusters Score -2914076 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17738 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -2914762.750000 Penalty: 4983.646484
	Iteration 14Q: 3 clusters Score -2914763 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18023 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -2915219.000000 Penalty: 4983.646484
	Iteration 15Q: 3 clusters Score -2915219 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18239 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -2915452.750000 Penalty: 4983.646484
	Iteration 16Q: 3 clusters Score -2915453 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18406 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -2915576.500000 Penalty: 4983.646484
	Iteration 17Q: 3 clusters Score -2915576 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18512 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -2915646.500000 Penalty: 4983.646484
	Iteration 18Q: 3 clusters Score -2915646 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18607 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -2915688.500000 Penalty: 4983.646484
	Iteration 19Q: 3 clusters Score -2915688 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18700 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -2915721.500000 Penalty: 4983.646484
	Iteration 20F: 3 clusters Score -2915722 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18765 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -2915727.000000 Penalty: 4983.646484
	Iteration 21Q: 3 clusters Score -2915727 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18826 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -2915744.250000 Penalty: 4983.646484
	Iteration 22Q: 3 clusters Score -2915744 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18885 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -2915758.750000 Penalty: 4983.646484
	Iteration 23Q: 3 clusters Score -2915759 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18941 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -2915766.500000 Penalty: 4983.646484
	Iteration 24Q: 3 clusters Score -2915766 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19004 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -2915786.000000 Penalty: 4983.646484
	Iteration 25Q: 3 clusters Score -2915786 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19059 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -2915794.500000 Penalty: 4983.646484
	Iteration 26Q: 3 clusters Score -2915794 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19115 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -2915807.750000 Penalty: 4983.646484
	Iteration 27Q: 3 clusters Score -2915808 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19153 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -2915826.000000 Penalty: 4983.646484
	Iteration 28Q: 3 clusters Score -2915826 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19193 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -2915834.750000 Penalty: 4983.646484
	Iteration 29Q: 3 clusters Score -2915835 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19234 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -2915840.000000 Penalty: 4983.646484
	Iteration 30Q: 3 clusters Score -2915840 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19283 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -2915862.750000 Penalty: 4983.646484
	Iteration 31Q: 3 clusters Score -2915863 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19329 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -2915862.250000 Penalty: 4983.646484
	Iteration 32Q: 3 clusters Score -2915862 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19367 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -2915869.000000 Penalty: 4983.646484
	Iteration 33Q: 3 clusters Score -2915869 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19399 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -2915868.750000 Penalty: 4983.646484
	Iteration 34Q: 3 clusters Score -2915869 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19432 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -2915871.750000 Penalty: 4983.646484
	Iteration 35Q: 3 clusters Score -2915872 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19460 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -2915883.000000 Penalty: 4983.646484
	Iteration 36Q: 3 clusters Score -2915883 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19493 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -2915893.500000 Penalty: 4983.646484
	Iteration 37Q: 3 clusters Score -2915894 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19522 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -2915895.000000 Penalty: 4983.646484
	Iteration 38Q: 3 clusters Score -2915895 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19547 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -2915901.500000 Penalty: 4983.646484
	Iteration 39Q: 3 clusters Score -2915902 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19577 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -2915917.500000 Penalty: 4983.646484
	Iteration 40F: 3 clusters Score -2915918 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19609 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -2915913.750000 Penalty: 4983.646484
	Iteration 41Q: 3 clusters Score -2915914 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19649 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -2915927.250000 Penalty: 4983.646484
	Iteration 42Q: 3 clusters Score -2915927 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19683 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -2915933.750000 Penalty: 4983.646484
	Iteration 43Q: 3 clusters Score -2915934 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19714 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -2915952.500000 Penalty: 4983.646484
	Iteration 44Q: 3 clusters Score -2915952 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19745 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -2915955.750000 Penalty: 4983.646484
	Iteration 45Q: 3 clusters Score -2915956 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19762 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -2915960.250000 Penalty: 4983.646484
	Iteration 46Q: 3 clusters Score -2915960 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19779 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -2915956.250000 Penalty: 4983.646484
	Iteration 47Q: 3 clusters Score -2915956 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19797 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -2915964.250000 Penalty: 4983.646484
	Iteration 48Q: 3 clusters Score -2915964 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19808 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -2915970.250000 Penalty: 4983.646484
	Iteration 49Q: 3 clusters Score -2915970 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19822 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -2915972.500000 Penalty: 4983.646484
	Iteration 50Q: 3 clusters Score -2915972 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19837 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -2915978.250000 Penalty: 4983.646484
	Iteration 51Q: 3 clusters Score -2915978 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19850 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -2915975.750000 Penalty: 4983.646484
	Iteration 52Q: 3 clusters Score -2915976 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19859 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -2915980.750000 Penalty: 4983.646484
	Iteration 53Q: 3 clusters Score -2915981 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19870 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -2915975.500000 Penalty: 4983.646484
	Iteration 54Q: 3 clusters Score -2915976 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19878 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -2915977.250000 Penalty: 4983.646484
	Iteration 55Q: 3 clusters Score -2915977 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19885 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -2915971.250000 Penalty: 4983.646484
	Iteration 56Q: 3 clusters Score -2915971 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19894 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -2915980.250000 Penalty: 4983.646484
	Iteration 57Q: 3 clusters Score -2915980 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19907 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -2915977.250000 Penalty: 4983.646484
	Iteration 58Q: 3 clusters Score -2915977 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19921 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -2915993.750000 Penalty: 4983.646484
	Iteration 59Q: 3 clusters Score -2915994 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19932 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -2915995.000000 Penalty: 4983.646484
	Iteration 60F: 3 clusters Score -2915995 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19943 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -2915992.500000 Penalty: 4983.646484
	Iteration 61Q: 3 clusters Score -2915992 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19965 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -2916000.000000 Penalty: 4983.646484
	Iteration 62Q: 3 clusters Score -2916000 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19979 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -2916004.500000 Penalty: 4983.646484
	Iteration 63Q: 3 clusters Score -2916004 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19992 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -2916007.250000 Penalty: 4983.646484
	Iteration 64Q: 3 clusters Score -2916007 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20007 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -2916006.500000 Penalty: 4983.646484
	Iteration 65Q: 3 clusters Score -2916006 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20026 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -2916011.500000 Penalty: 4983.646484
	Iteration 66Q: 3 clusters Score -2916012 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20040 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -2916020.250000 Penalty: 4983.646484
	Iteration 67Q: 3 clusters Score -2916020 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20054 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -2916018.500000 Penalty: 4983.646484
	Iteration 68Q: 3 clusters Score -2916018 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20066 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -2916015.250000 Penalty: 4983.646484
	Iteration 69Q: 3 clusters Score -2916015 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20074 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -2916016.000000 Penalty: 4983.646484
	Iteration 70Q: 3 clusters Score -2916016 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20079 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -2916014.500000 Penalty: 4983.646484
	Iteration 71Q: 3 clusters Score -2916014 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20083 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -2916018.000000 Penalty: 4983.646484
	Iteration 72Q: 3 clusters Score -2916018 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20088 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -2916021.750000 Penalty: 4983.646484
	Iteration 73Q: 3 clusters Score -2916022 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20096 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -2916027.000000 Penalty: 4983.646484
	Iteration 74Q: 3 clusters Score -2916027 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20105 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -2916029.250000 Penalty: 4983.646484
	Iteration 75Q: 3 clusters Score -2916029 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20114 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -2916028.000000 Penalty: 4983.646484
	Iteration 76Q: 3 clusters Score -2916028 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20125 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -2916029.500000 Penalty: 4983.646484
	Iteration 77Q: 3 clusters Score -2916030 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20141 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -2916036.250000 Penalty: 4983.646484
	Iteration 78Q: 3 clusters Score -2916036 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20157 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -2916031.750000 Penalty: 4983.646484
	Iteration 79Q: 3 clusters Score -2916032 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20176 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -2916032.250000 Penalty: 4983.646484
	Iteration 80F: 3 clusters Score -2916032 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20198 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -2916039.000000 Penalty: 4983.646484
	Iteration 81Q: 3 clusters Score -2916039 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20220 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -2916041.750000 Penalty: 4983.646484
	Iteration 82Q: 3 clusters Score -2916042 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20236 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -2916044.500000 Penalty: 4983.646484
	Iteration 83Q: 3 clusters Score -2916044 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20247 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -2916040.750000 Penalty: 4983.646484
	Iteration 84Q: 3 clusters Score -2916041 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20259 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -2916043.250000 Penalty: 4983.646484
	Iteration 85Q: 3 clusters Score -2916043 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20265 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -2916041.500000 Penalty: 4983.646484
	Iteration 86Q: 3 clusters Score -2916042 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20269 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -2916043.750000 Penalty: 4983.646484
	Iteration 87Q: 3 clusters Score -2916044 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20271 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -2916040.500000 Penalty: 4983.646484
	Iteration 88Q: 3 clusters Score -2916040 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20275 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -2916043.250000 Penalty: 4983.646484
	Iteration 89Q: 3 clusters Score -2916043 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20281 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -2916045.250000 Penalty: 4983.646484
	Iteration 90Q: 3 clusters Score -2916045 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20283 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -2916046.000000 Penalty: 4983.646484
	Iteration 91Q: 3 clusters Score -2916046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20285 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -2916043.250000 Penalty: 4983.646484
	Iteration 92Q: 3 clusters Score -2916043 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20287 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -2916047.750000 Penalty: 4983.646484
	Iteration 93Q: 3 clusters Score -2916048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20288 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -2916046.250000 Penalty: 4983.646484
	Iteration 94Q: 3 clusters Score -2916046 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20289 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -2916047.500000 Penalty: 4983.646484
	Iteration 95Q: 3 clusters Score -2916048 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20289 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -2916047.500000 Penalty: 4983.646484
	Iteration 96F: 3 clusters Score -2916048 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Entering Unmasked Estep 
Score: -51356.449219 Penalty: 1561.225952
	Iteration 0F: 2 clusters Score -51356.45 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 262 members 
Entering Unmasked Estep 
Score: -49907.054688 Penalty: 3122.451904
	Iteration 0F: 3 clusters Score -49907.05 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -50267.929688 Penalty: 3122.451904
	Iteration 1F: 3 clusters Score -50267.93 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -50446.027344 Penalty: 3122.451904
	Iteration 2F: 3 clusters Score -50446.03 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -50552.535156 Penalty: 3122.451904
	Iteration 3F: 3 clusters Score -50552.54 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -50642.335938 Penalty: 3122.451904
	Iteration 4Q: 3 clusters Score -50642.34 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -50684.414062 Penalty: 3122.451904
	Iteration 5Q: 3 clusters Score -50684.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -50715.730469 Penalty: 3122.451904
	Iteration 6Q: 3 clusters Score -50715.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -50738.656250 Penalty: 3122.451904
	Iteration 7Q: 3 clusters Score -50738.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -50740.507812 Penalty: 3122.451904
	Iteration 8Q: 3 clusters Score -50740.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -50740.507812 Penalty: 3122.451904
	Iteration 9F: 3 clusters Score -50740.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (9961 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9961 members 
Entering Unmasked Estep 
Score: -1264715.625000 Penalty: 2283.195312
	Iteration 0F: 2 clusters Score -1264716 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -1257129.000000 Penalty: 4566.390625
	Iteration 0F: 3 clusters Score -1257129 nChanged 4091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -1259298.500000 Penalty: 4566.390625
	Iteration 1F: 3 clusters Score -1259298 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -1259626.500000 Penalty: 4566.390625
	Iteration 2F: 3 clusters Score -1259626 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -1259889.750000 Penalty: 4566.390625
	Iteration 3F: 3 clusters Score -1259890 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -1260124.125000 Penalty: 4566.390625
	Iteration 4Q: 3 clusters Score -1260124 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -1260368.000000 Penalty: 4566.390625
	Iteration 5Q: 3 clusters Score -1260368 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -1260612.000000 Penalty: 4566.390625
	Iteration 6Q: 3 clusters Score -1260612 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -1260830.750000 Penalty: 4566.390625
	Iteration 7Q: 3 clusters Score -1260831 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -1261072.000000 Penalty: 4566.390625
	Iteration 8Q: 3 clusters Score -1261072 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -1261291.250000 Penalty: 4566.390625
	Iteration 9Q: 3 clusters Score -1261291 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -1261534.375000 Penalty: 4566.390625
	Iteration 10Q: 3 clusters Score -1261534 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -1261796.375000 Penalty: 4566.390625
	Iteration 11Q: 3 clusters Score -1261796 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -1262096.625000 Penalty: 4566.390625
	Iteration 12Q: 3 clusters Score -1262097 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -1262375.625000 Penalty: 4566.390625
	Iteration 13Q: 3 clusters Score -1262376 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -1262611.750000 Penalty: 4566.390625
	Iteration 14Q: 3 clusters Score -1262612 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -1262765.750000 Penalty: 4566.390625
	Iteration 15Q: 3 clusters Score -1262766 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -1262851.875000 Penalty: 4566.390625
	Iteration 16Q: 3 clusters Score -1262852 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -1262910.625000 Penalty: 4566.390625
	Iteration 17Q: 3 clusters Score -1262911 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -1262955.125000 Penalty: 4566.390625
	Iteration 18Q: 3 clusters Score -1262955 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -1262982.250000 Penalty: 4566.390625
	Iteration 19Q: 3 clusters Score -1262982 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -1262998.125000 Penalty: 4566.390625
	Iteration 20F: 3 clusters Score -1262998 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -1263020.500000 Penalty: 4566.390625
	Iteration 21Q: 3 clusters Score -1263020 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -1263038.125000 Penalty: 4566.390625
	Iteration 22Q: 3 clusters Score -1263038 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -1263056.875000 Penalty: 4566.390625
	Iteration 23Q: 3 clusters Score -1263057 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -1263068.750000 Penalty: 4566.390625
	Iteration 24Q: 3 clusters Score -1263069 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -1263080.125000 Penalty: 4566.390625
	Iteration 25Q: 3 clusters Score -1263080 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -1263090.000000 Penalty: 4566.390625
	Iteration 26Q: 3 clusters Score -1263090 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -1263095.000000 Penalty: 4566.390625
	Iteration 27Q: 3 clusters Score -1263095 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -1263110.500000 Penalty: 4566.390625
	Iteration 28Q: 3 clusters Score -1263110 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -1263125.375000 Penalty: 4566.390625
	Iteration 29Q: 3 clusters Score -1263125 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -1263132.750000 Penalty: 4566.390625
	Iteration 30Q: 3 clusters Score -1263133 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -1263142.000000 Penalty: 4566.390625
	Iteration 31Q: 3 clusters Score -1263142 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -1263150.875000 Penalty: 4566.390625
	Iteration 32Q: 3 clusters Score -1263151 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -1263154.625000 Penalty: 4566.390625
	Iteration 33Q: 3 clusters Score -1263155 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -1263160.000000 Penalty: 4566.390625
	Iteration 34Q: 3 clusters Score -1263160 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -1263167.000000 Penalty: 4566.390625
	Iteration 35Q: 3 clusters Score -1263167 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -1263170.000000 Penalty: 4566.390625
	Iteration 36Q: 3 clusters Score -1263170 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -1263169.000000 Penalty: 4566.390625
	Iteration 37Q: 3 clusters Score -1263169 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -1263172.750000 Penalty: 4566.390625
	Iteration 38Q: 3 clusters Score -1263173 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -1263173.500000 Penalty: 4566.390625
	Iteration 39Q: 3 clusters Score -1263174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -1263174.000000 Penalty: 4566.390625
	Iteration 40F: 3 clusters Score -1263174 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -1263175.125000 Penalty: 4566.390625
	Iteration 41Q: 3 clusters Score -1263175 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -1263175.125000 Penalty: 4566.390625
	Iteration 42F: 3 clusters Score -1263175 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (164698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164698 members 
Entering Unmasked Estep 
Score: -21096386.000000 Penalty: 2978.943359
	Iteration 0F: 2 clusters Score -2.109639e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82347 members 
Mstep: Class 2 contains 82351 members 
Entering Unmasked Estep 
Score: -20986220.000000 Penalty: 5957.886719
	Iteration 0F: 3 clusters Score -2.098622e+07 nChanged 78491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81994 members 
Mstep: Class 2 contains 82704 members 
Entering Unmasked Estep 
Score: -21030882.000000 Penalty: 5957.886719
	Iteration 1F: 3 clusters Score -2.103088e+07 nChanged 3902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81948 members 
Mstep: Class 2 contains 82750 members 
Entering Unmasked Estep 
Score: -21031656.000000 Penalty: 5957.886719
	Iteration 2Q: 3 clusters Score -2.103166e+07 nChanged 3968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81882 members 
Mstep: Class 2 contains 82816 members 
Entering Unmasked Estep 
Score: -21032290.000000 Penalty: 5957.886719
	Iteration 3Q: 3 clusters Score -2.103229e+07 nChanged 4174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81770 members 
Mstep: Class 2 contains 82928 members 
Entering Unmasked Estep 
Score: -21033100.000000 Penalty: 5957.886719
	Iteration 4Q: 3 clusters Score -2.10331e+07 nChanged 4472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81620 members 
Mstep: Class 2 contains 83078 members 
Entering Unmasked Estep 
Score: -21034094.000000 Penalty: 5957.886719
	Iteration 5Q: 3 clusters Score -2.103409e+07 nChanged 4729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81347 members 
Mstep: Class 2 contains 83351 members 
Entering Unmasked Estep 
Score: -21035432.000000 Penalty: 5957.886719
	Iteration 6Q: 3 clusters Score -2.103543e+07 nChanged 5171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80962 members 
Mstep: Class 2 contains 83736 members 
Entering Unmasked Estep 
Score: -21037050.000000 Penalty: 5957.886719
	Iteration 7Q: 3 clusters Score -2.103705e+07 nChanged 5910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80474 members 
Mstep: Class 2 contains 84224 members 
Entering Unmasked Estep 
Score: -21039140.000000 Penalty: 5957.886719
	Iteration 8Q: 3 clusters Score -2.103914e+07 nChanged 6588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79562 members 
Mstep: Class 2 contains 85136 members 
Entering Unmasked Estep 
Score: -21041808.000000 Penalty: 5957.886719
	Iteration 9Q: 3 clusters Score -2.104181e+07 nChanged 7484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78208 members 
Mstep: Class 2 contains 86490 members 
Entering Unmasked Estep 
Score: -21045392.000000 Penalty: 5957.886719
	Iteration 10Q: 3 clusters Score -2.104539e+07 nChanged 8260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76418 members 
Mstep: Class 2 contains 88280 members 
Entering Unmasked Estep 
Score: -21049880.000000 Penalty: 5957.886719
	Iteration 11F: 3 clusters Score -2.104988e+07 nChanged 8850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74432 members 
Mstep: Class 2 contains 90266 members 
Entering Unmasked Estep 
Score: -21055170.000000 Penalty: 5957.886719
	Iteration 12F: 3 clusters Score -2.105517e+07 nChanged 8701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72565 members 
Mstep: Class 2 contains 92133 members 
Entering Unmasked Estep 
Score: -21060108.000000 Penalty: 5957.886719
	Iteration 13F: 3 clusters Score -2.106011e+07 nChanged 7790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70887 members 
Mstep: Class 2 contains 93811 members 
Entering Unmasked Estep 
Score: -21064466.000000 Penalty: 5957.886719
	Iteration 14Q: 3 clusters Score -2.106447e+07 nChanged 6393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69660 members 
Mstep: Class 2 contains 95038 members 
Entering Unmasked Estep 
Score: -21067412.000000 Penalty: 5957.886719
	Iteration 15Q: 3 clusters Score -2.106741e+07 nChanged 4764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68922 members 
Mstep: Class 2 contains 95776 members 
Entering Unmasked Estep 
Score: -21069112.000000 Penalty: 5957.886719
	Iteration 16Q: 3 clusters Score -2.106911e+07 nChanged 3316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68392 members 
Mstep: Class 2 contains 96306 members 
Entering Unmasked Estep 
Score: -21069916.000000 Penalty: 5957.886719
	Iteration 17Q: 3 clusters Score -2.106992e+07 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68015 members 
Mstep: Class 2 contains 96683 members 
Entering Unmasked Estep 
Score: -21070420.000000 Penalty: 5957.886719
	Iteration 18Q: 3 clusters Score -2.107042e+07 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67719 members 
Mstep: Class 2 contains 96979 members 
Entering Unmasked Estep 
Score: -21070802.000000 Penalty: 5957.886719
	Iteration 19Q: 3 clusters Score -2.10708e+07 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67446 members 
Mstep: Class 2 contains 97252 members 
Entering Unmasked Estep 
Score: -21071216.000000 Penalty: 5957.886719
	Iteration 20F: 3 clusters Score -2.107122e+07 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67248 members 
Mstep: Class 2 contains 97450 members 
Entering Unmasked Estep 
Score: -21071576.000000 Penalty: 5957.886719
	Iteration 21Q: 3 clusters Score -2.107158e+07 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67084 members 
Mstep: Class 2 contains 97614 members 
Entering Unmasked Estep 
Score: -21072008.000000 Penalty: 5957.886719
	Iteration 22Q: 3 clusters Score -2.107201e+07 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66884 members 
Mstep: Class 2 contains 97814 members 
Entering Unmasked Estep 
Score: -21072312.000000 Penalty: 5957.886719
	Iteration 23Q: 3 clusters Score -2.107231e+07 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66687 members 
Mstep: Class 2 contains 98011 members 
Entering Unmasked Estep 
Score: -21072536.000000 Penalty: 5957.886719
	Iteration 24Q: 3 clusters Score -2.107254e+07 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66490 members 
Mstep: Class 2 contains 98208 members 
Entering Unmasked Estep 
Score: -21072938.000000 Penalty: 5957.886719
	Iteration 25Q: 3 clusters Score -2.107294e+07 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66358 members 
Mstep: Class 2 contains 98340 members 
Entering Unmasked Estep 
Score: -21073286.000000 Penalty: 5957.886719
	Iteration 26Q: 3 clusters Score -2.107329e+07 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66191 members 
Mstep: Class 2 contains 98507 members 
Entering Unmasked Estep 
Score: -21073568.000000 Penalty: 5957.886719
	Iteration 27Q: 3 clusters Score -2.107357e+07 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66055 members 
Mstep: Class 2 contains 98643 members 
Entering Unmasked Estep 
Score: -21074000.000000 Penalty: 5957.886719
	Iteration 28Q: 3 clusters Score -2.1074e+07 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65928 members 
Mstep: Class 2 contains 98770 members 
Entering Unmasked Estep 
Score: -21074340.000000 Penalty: 5957.886719
	Iteration 29Q: 3 clusters Score -2.107434e+07 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65863 members 
Mstep: Class 2 contains 98835 members 
Entering Unmasked Estep 
Score: -21074604.000000 Penalty: 5957.886719
	Iteration 30Q: 3 clusters Score -2.10746e+07 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65764 members 
Mstep: Class 2 contains 98934 members 
Entering Unmasked Estep 
Score: -21074900.000000 Penalty: 5957.886719
	Iteration 31Q: 3 clusters Score -2.10749e+07 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65650 members 
Mstep: Class 2 contains 99048 members 
Entering Unmasked Estep 
Score: -21075106.000000 Penalty: 5957.886719
	Iteration 32Q: 3 clusters Score -2.107511e+07 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65480 members 
Mstep: Class 2 contains 99218 members 
Entering Unmasked Estep 
Score: -21075320.000000 Penalty: 5957.886719
	Iteration 33Q: 3 clusters Score -2.107532e+07 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65273 members 
Mstep: Class 2 contains 99425 members 
Entering Unmasked Estep 
Score: -21075520.000000 Penalty: 5957.886719
	Iteration 34Q: 3 clusters Score -2.107552e+07 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65084 members 
Mstep: Class 2 contains 99614 members 
Entering Unmasked Estep 
Score: -21075776.000000 Penalty: 5957.886719
	Iteration 35Q: 3 clusters Score -2.107578e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64878 members 
Mstep: Class 2 contains 99820 members 
Entering Unmasked Estep 
Score: -21076028.000000 Penalty: 5957.886719
	Iteration 36Q: 3 clusters Score -2.107603e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64725 members 
Mstep: Class 2 contains 99973 members 
Entering Unmasked Estep 
Score: -21076166.000000 Penalty: 5957.886719
	Iteration 37Q: 3 clusters Score -2.107617e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64623 members 
Mstep: Class 2 contains 100075 members 
Entering Unmasked Estep 
Score: -21076252.000000 Penalty: 5957.886719
	Iteration 38Q: 3 clusters Score -2.107625e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64528 members 
Mstep: Class 2 contains 100170 members 
Entering Unmasked Estep 
Score: -21076302.000000 Penalty: 5957.886719
	Iteration 39Q: 3 clusters Score -2.10763e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64464 members 
Mstep: Class 2 contains 100234 members 
Entering Unmasked Estep 
Score: -21076362.000000 Penalty: 5957.886719
	Iteration 40F: 3 clusters Score -2.107636e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64426 members 
Mstep: Class 2 contains 100272 members 
Entering Unmasked Estep 
Score: -21076364.000000 Penalty: 5957.886719
	Iteration 41Q: 3 clusters Score -2.107636e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64412 members 
Mstep: Class 2 contains 100286 members 
Entering Unmasked Estep 
Score: -21076382.000000 Penalty: 5957.886719
	Iteration 42Q: 3 clusters Score -2.107638e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64433 members 
Mstep: Class 2 contains 100265 members 
Entering Unmasked Estep 
Score: -21076470.000000 Penalty: 5957.886719
	Iteration 43Q: 3 clusters Score -2.107647e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64452 members 
Mstep: Class 2 contains 100246 members 
Entering Unmasked Estep 
Score: -21076534.000000 Penalty: 5957.886719
	Iteration 44Q: 3 clusters Score -2.107653e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64483 members 
Mstep: Class 2 contains 100215 members 
Entering Unmasked Estep 
Score: -21076586.000000 Penalty: 5957.886719
	Iteration 45Q: 3 clusters Score -2.107659e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64510 members 
Mstep: Class 2 contains 100188 members 
Entering Unmasked Estep 
Score: -21076610.000000 Penalty: 5957.886719
	Iteration 46Q: 3 clusters Score -2.107661e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64539 members 
Mstep: Class 2 contains 100159 members 
Entering Unmasked Estep 
Score: -21076544.000000 Penalty: 5957.886719
	Iteration 47Q: 3 clusters Score -2.107654e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64550 members 
Mstep: Class 2 contains 100148 members 
Entering Unmasked Estep 
Score: -21076576.000000 Penalty: 5957.886719
	Iteration 48Q: 3 clusters Score -2.107658e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64561 members 
Mstep: Class 2 contains 100137 members 
Entering Unmasked Estep 
Score: -21076606.000000 Penalty: 5957.886719
	Iteration 49Q: 3 clusters Score -2.107661e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64576 members 
Mstep: Class 2 contains 100122 members 
Entering Unmasked Estep 
Score: -21076632.000000 Penalty: 5957.886719
	Iteration 50Q: 3 clusters Score -2.107663e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64589 members 
Mstep: Class 2 contains 100109 members 
Entering Unmasked Estep 
Score: -21076634.000000 Penalty: 5957.886719
	Iteration 51Q: 3 clusters Score -2.107663e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64598 members 
Mstep: Class 2 contains 100100 members 
Entering Unmasked Estep 
Score: -21076652.000000 Penalty: 5957.886719
	Iteration 52Q: 3 clusters Score -2.107665e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64593 members 
Mstep: Class 2 contains 100105 members 
Entering Unmasked Estep 
Score: -21076680.000000 Penalty: 5957.886719
	Iteration 53Q: 3 clusters Score -2.107668e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64592 members 
Mstep: Class 2 contains 100106 members 
Entering Unmasked Estep 
Score: -21076646.000000 Penalty: 5957.886719
	Iteration 54Q: 3 clusters Score -2.107665e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64581 members 
Mstep: Class 2 contains 100117 members 
Entering Unmasked Estep 
Score: -21076648.000000 Penalty: 5957.886719
	Iteration 55Q: 3 clusters Score -2.107665e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64567 members 
Mstep: Class 2 contains 100131 members 
Entering Unmasked Estep 
Score: -21076672.000000 Penalty: 5957.886719
	Iteration 56Q: 3 clusters Score -2.107667e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64553 members 
Mstep: Class 2 contains 100145 members 
Entering Unmasked Estep 
Score: -21076650.000000 Penalty: 5957.886719
	Iteration 57Q: 3 clusters Score -2.107665e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64539 members 
Mstep: Class 2 contains 100159 members 
Entering Unmasked Estep 
Score: -21076674.000000 Penalty: 5957.886719
	Iteration 58Q: 3 clusters Score -2.107667e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64531 members 
Mstep: Class 2 contains 100167 members 
Entering Unmasked Estep 
Score: -21076684.000000 Penalty: 5957.886719
	Iteration 59Q: 3 clusters Score -2.107668e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64538 members 
Mstep: Class 2 contains 100160 members 
Entering Unmasked Estep 
Score: -21076680.000000 Penalty: 5957.886719
	Iteration 60F: 3 clusters Score -2.107668e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64535 members 
Mstep: Class 2 contains 100163 members 
Entering Unmasked Estep 
Score: -21076674.000000 Penalty: 5957.886719
	Iteration 61Q: 3 clusters Score -2.107667e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64529 members 
Mstep: Class 2 contains 100169 members 
Entering Unmasked Estep 
Score: -21076664.000000 Penalty: 5957.886719
	Iteration 62Q: 3 clusters Score -2.107666e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64520 members 
Mstep: Class 2 contains 100178 members 
Entering Unmasked Estep 
Score: -21076642.000000 Penalty: 5957.886719
	Iteration 63Q: 3 clusters Score -2.107664e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64502 members 
Mstep: Class 2 contains 100196 members 
Entering Unmasked Estep 
Score: -21076658.000000 Penalty: 5957.886719
	Iteration 64Q: 3 clusters Score -2.107666e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64487 members 
Mstep: Class 2 contains 100211 members 
Entering Unmasked Estep 
Score: -21076658.000000 Penalty: 5957.886719
	Iteration 65Q: 3 clusters Score -2.107666e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64472 members 
Mstep: Class 2 contains 100226 members 
Entering Unmasked Estep 
Score: -21076666.000000 Penalty: 5957.886719
	Iteration 66Q: 3 clusters Score -2.107667e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64468 members 
Mstep: Class 2 contains 100230 members 
Entering Unmasked Estep 
Score: -21076682.000000 Penalty: 5957.886719
	Iteration 67Q: 3 clusters Score -2.107668e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64457 members 
Mstep: Class 2 contains 100241 members 
Entering Unmasked Estep 
Score: -21076682.000000 Penalty: 5957.886719
	Iteration 68Q: 3 clusters Score -2.107668e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64443 members 
Mstep: Class 2 contains 100255 members 
Entering Unmasked Estep 
Score: -21076688.000000 Penalty: 5957.886719
	Iteration 69Q: 3 clusters Score -2.107669e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64422 members 
Mstep: Class 2 contains 100276 members 
Entering Unmasked Estep 
Score: -21076670.000000 Penalty: 5957.886719
	Iteration 70Q: 3 clusters Score -2.107667e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64406 members 
Mstep: Class 2 contains 100292 members 
Entering Unmasked Estep 
Score: -21076664.000000 Penalty: 5957.886719
	Iteration 71Q: 3 clusters Score -2.107666e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64396 members 
Mstep: Class 2 contains 100302 members 
Entering Unmasked Estep 
Score: -21076670.000000 Penalty: 5957.886719
	Iteration 72Q: 3 clusters Score -2.107667e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64386 members 
Mstep: Class 2 contains 100312 members 
Entering Unmasked Estep 
Score: -21076668.000000 Penalty: 5957.886719
	Iteration 73Q: 3 clusters Score -2.107667e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64379 members 
Mstep: Class 2 contains 100319 members 
Entering Unmasked Estep 
Score: -21076660.000000 Penalty: 5957.886719
	Iteration 74Q: 3 clusters Score -2.107666e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64369 members 
Mstep: Class 2 contains 100329 members 
Entering Unmasked Estep 
Score: -21076670.000000 Penalty: 5957.886719
	Iteration 75Q: 3 clusters Score -2.107667e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64361 members 
Mstep: Class 2 contains 100337 members 
Entering Unmasked Estep 
Score: -21076674.000000 Penalty: 5957.886719
	Iteration 76Q: 3 clusters Score -2.107667e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64358 members 
Mstep: Class 2 contains 100340 members 
Entering Unmasked Estep 
Score: -21076674.000000 Penalty: 5957.886719
	Iteration 77Q: 3 clusters Score -2.107667e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64352 members 
Mstep: Class 2 contains 100346 members 
Entering Unmasked Estep 
Score: -21076672.000000 Penalty: 5957.886719
	Iteration 78Q: 3 clusters Score -2.107667e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64344 members 
Mstep: Class 2 contains 100354 members 
Entering Unmasked Estep 
Score: -21076670.000000 Penalty: 5957.886719
	Iteration 79Q: 3 clusters Score -2.107667e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64337 members 
Mstep: Class 2 contains 100361 members 
Entering Unmasked Estep 
Score: -21076658.000000 Penalty: 5957.886719
	Iteration 80F: 3 clusters Score -2.107666e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64333 members 
Mstep: Class 2 contains 100365 members 
Entering Unmasked Estep 
Score: -21076652.000000 Penalty: 5957.886719
	Iteration 81Q: 3 clusters Score -2.107665e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64332 members 
Mstep: Class 2 contains 100366 members 
Entering Unmasked Estep 
Score: -21076674.000000 Penalty: 5957.886719
	Iteration 82Q: 3 clusters Score -2.107667e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64327 members 
Mstep: Class 2 contains 100371 members 
Entering Unmasked Estep 
Score: -21076658.000000 Penalty: 5957.886719
	Iteration 83Q: 3 clusters Score -2.107666e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64322 members 
Mstep: Class 2 contains 100376 members 
Entering Unmasked Estep 
Score: -21076642.000000 Penalty: 5957.886719
	Iteration 84Q: 3 clusters Score -2.107664e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64314 members 
Mstep: Class 2 contains 100384 members 
Entering Unmasked Estep 
Score: -21076654.000000 Penalty: 5957.886719
	Iteration 85Q: 3 clusters Score -2.107665e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64309 members 
Mstep: Class 2 contains 100389 members 
Entering Unmasked Estep 
Score: -21076686.000000 Penalty: 5957.886719
	Iteration 86Q: 3 clusters Score -2.107669e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64304 members 
Mstep: Class 2 contains 100394 members 
Entering Unmasked Estep 
Score: -21076664.000000 Penalty: 5957.886719
	Iteration 87Q: 3 clusters Score -2.107666e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64294 members 
Mstep: Class 2 contains 100404 members 
Entering Unmasked Estep 
Score: -21076648.000000 Penalty: 5957.886719
	Iteration 88Q: 3 clusters Score -2.107665e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64290 members 
Mstep: Class 2 contains 100408 members 
Entering Unmasked Estep 
Score: -21076652.000000 Penalty: 5957.886719
	Iteration 89Q: 3 clusters Score -2.107665e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64284 members 
Mstep: Class 2 contains 100414 members 
Entering Unmasked Estep 
Score: -21076660.000000 Penalty: 5957.886719
	Iteration 90Q: 3 clusters Score -2.107666e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64276 members 
Mstep: Class 2 contains 100422 members 
Entering Unmasked Estep 
Score: -21076642.000000 Penalty: 5957.886719
	Iteration 91Q: 3 clusters Score -2.107664e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64269 members 
Mstep: Class 2 contains 100429 members 
Entering Unmasked Estep 
Score: -21076660.000000 Penalty: 5957.886719
	Iteration 92Q: 3 clusters Score -2.107666e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64258 members 
Mstep: Class 2 contains 100440 members 
Entering Unmasked Estep 
Score: -21076654.000000 Penalty: 5957.886719
	Iteration 93Q: 3 clusters Score -2.107665e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64253 members 
Mstep: Class 2 contains 100445 members 
Entering Unmasked Estep 
Score: -21076654.000000 Penalty: 5957.886719
	Iteration 94Q: 3 clusters Score -2.107665e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64242 members 
Mstep: Class 2 contains 100456 members 
Entering Unmasked Estep 
Score: -21076644.000000 Penalty: 5957.886719
	Iteration 95Q: 3 clusters Score -2.107664e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64240 members 
Mstep: Class 2 contains 100458 members 
Entering Unmasked Estep 
Score: -21076650.000000 Penalty: 5957.886719
	Iteration 96Q: 3 clusters Score -2.107665e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64237 members 
Mstep: Class 2 contains 100461 members 
Entering Unmasked Estep 
Score: -21076648.000000 Penalty: 5957.886719
	Iteration 97Q: 3 clusters Score -2.107665e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64234 members 
Mstep: Class 2 contains 100464 members 
Entering Unmasked Estep 
Score: -21076636.000000 Penalty: 5957.886719
	Iteration 98Q: 3 clusters Score -2.107664e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64235 members 
Mstep: Class 2 contains 100463 members 
Entering Unmasked Estep 
Score: -21076652.000000 Penalty: 5957.886719
	Iteration 99Q: 3 clusters Score -2.107665e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64231 members 
Mstep: Class 2 contains 100467 members 
Entering Unmasked Estep 
Score: -21076654.000000 Penalty: 5957.886719
	Iteration 100F: 3 clusters Score -2.107665e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64221 members 
Mstep: Class 2 contains 100477 members 
Entering Unmasked Estep 
Score: -21076634.000000 Penalty: 5957.886719
	Iteration 101Q: 3 clusters Score -2.107663e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64209 members 
Mstep: Class 2 contains 100489 members 
Entering Unmasked Estep 
Score: -21076646.000000 Penalty: 5957.886719
	Iteration 102Q: 3 clusters Score -2.107665e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64196 members 
Mstep: Class 2 contains 100502 members 
Entering Unmasked Estep 
Score: -21076640.000000 Penalty: 5957.886719
	Iteration 103Q: 3 clusters Score -2.107664e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64186 members 
Mstep: Class 2 contains 100512 members 
Entering Unmasked Estep 
Score: -21076652.000000 Penalty: 5957.886719
	Iteration 104Q: 3 clusters Score -2.107665e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64178 members 
Mstep: Class 2 contains 100520 members 
Entering Unmasked Estep 
Score: -21076652.000000 Penalty: 5957.886719
	Iteration 105Q: 3 clusters Score -2.107665e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64170 members 
Mstep: Class 2 contains 100528 members 
Entering Unmasked Estep 
Score: -21076652.000000 Penalty: 5957.886719
	Iteration 106Q: 3 clusters Score -2.107665e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64159 members 
Mstep: Class 2 contains 100539 members 
Entering Unmasked Estep 
Score: -21076632.000000 Penalty: 5957.886719
	Iteration 107Q: 3 clusters Score -2.107663e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64147 members 
Mstep: Class 2 contains 100551 members 
Entering Unmasked Estep 
Score: -21076660.000000 Penalty: 5957.886719
	Iteration 108Q: 3 clusters Score -2.107666e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64130 members 
Mstep: Class 2 contains 100568 members 
Entering Unmasked Estep 
Score: -21076646.000000 Penalty: 5957.886719
	Iteration 109Q: 3 clusters Score -2.107665e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64104 members 
Mstep: Class 2 contains 100594 members 
Entering Unmasked Estep 
Score: -21076636.000000 Penalty: 5957.886719
	Iteration 110Q: 3 clusters Score -2.107664e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64084 members 
Mstep: Class 2 contains 100614 members 
Entering Unmasked Estep 
Score: -21076656.000000 Penalty: 5957.886719
	Iteration 111Q: 3 clusters Score -2.107666e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64066 members 
Mstep: Class 2 contains 100632 members 
Entering Unmasked Estep 
Score: -21076656.000000 Penalty: 5957.886719
	Iteration 112Q: 3 clusters Score -2.107666e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64048 members 
Mstep: Class 2 contains 100650 members 
Entering Unmasked Estep 
Score: -21076644.000000 Penalty: 5957.886719
	Iteration 113Q: 3 clusters Score -2.107664e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64033 members 
Mstep: Class 2 contains 100665 members 
Entering Unmasked Estep 
Score: -21076668.000000 Penalty: 5957.886719
	Iteration 114Q: 3 clusters Score -2.107667e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64019 members 
Mstep: Class 2 contains 100679 members 
Entering Unmasked Estep 
Score: -21076666.000000 Penalty: 5957.886719
	Iteration 115Q: 3 clusters Score -2.107667e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63999 members 
Mstep: Class 2 contains 100699 members 
Entering Unmasked Estep 
Score: -21076648.000000 Penalty: 5957.886719
	Iteration 116Q: 3 clusters Score -2.107665e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63981 members 
Mstep: Class 2 contains 100717 members 
Entering Unmasked Estep 
Score: -21076632.000000 Penalty: 5957.886719
	Iteration 117Q: 3 clusters Score -2.107663e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63960 members 
Mstep: Class 2 contains 100738 members 
Entering Unmasked Estep 
Score: -21076638.000000 Penalty: 5957.886719
	Iteration 118Q: 3 clusters Score -2.107664e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63940 members 
Mstep: Class 2 contains 100758 members 
Entering Unmasked Estep 
Score: -21076608.000000 Penalty: 5957.886719
	Iteration 119Q: 3 clusters Score -2.107661e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63927 members 
Mstep: Class 2 contains 100771 members 
Entering Unmasked Estep 
Score: -21076630.000000 Penalty: 5957.886719
	Iteration 120F: 3 clusters Score -2.107663e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63907 members 
Mstep: Class 2 contains 100791 members 
Entering Unmasked Estep 
Score: -21076624.000000 Penalty: 5957.886719
	Iteration 121Q: 3 clusters Score -2.107662e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63902 members 
Mstep: Class 2 contains 100796 members 
Entering Unmasked Estep 
Score: -21076644.000000 Penalty: 5957.886719
	Iteration 122Q: 3 clusters Score -2.107664e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63893 members 
Mstep: Class 2 contains 100805 members 
Entering Unmasked Estep 
Score: -21076650.000000 Penalty: 5957.886719
	Iteration 123Q: 3 clusters Score -2.107665e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63888 members 
Mstep: Class 2 contains 100810 members 
Entering Unmasked Estep 
Score: -21076646.000000 Penalty: 5957.886719
	Iteration 124Q: 3 clusters Score -2.107665e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63882 members 
Mstep: Class 2 contains 100816 members 
Entering Unmasked Estep 
Score: -21076634.000000 Penalty: 5957.886719
	Iteration 125Q: 3 clusters Score -2.107663e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63876 members 
Mstep: Class 2 contains 100822 members 
Entering Unmasked Estep 
Score: -21076638.000000 Penalty: 5957.886719
	Iteration 126Q: 3 clusters Score -2.107664e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63868 members 
Mstep: Class 2 contains 100830 members 
Entering Unmasked Estep 
Score: -21076628.000000 Penalty: 5957.886719
	Iteration 127Q: 3 clusters Score -2.107663e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63859 members 
Mstep: Class 2 contains 100839 members 
Entering Unmasked Estep 
Score: -21076632.000000 Penalty: 5957.886719
	Iteration 128Q: 3 clusters Score -2.107663e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63851 members 
Mstep: Class 2 contains 100847 members 
Entering Unmasked Estep 
Score: -21076642.000000 Penalty: 5957.886719
	Iteration 129Q: 3 clusters Score -2.107664e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63844 members 
Mstep: Class 2 contains 100854 members 
Entering Unmasked Estep 
Score: -21076654.000000 Penalty: 5957.886719
	Iteration 130Q: 3 clusters Score -2.107665e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63836 members 
Mstep: Class 2 contains 100862 members 
Entering Unmasked Estep 
Score: -21076664.000000 Penalty: 5957.886719
	Iteration 131Q: 3 clusters Score -2.107666e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63832 members 
Mstep: Class 2 contains 100866 members 
Entering Unmasked Estep 
Score: -21076652.000000 Penalty: 5957.886719
	Iteration 132Q: 3 clusters Score -2.107665e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63827 members 
Mstep: Class 2 contains 100871 members 
Entering Unmasked Estep 
Score: -21076652.000000 Penalty: 5957.886719
	Iteration 133Q: 3 clusters Score -2.107665e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63822 members 
Mstep: Class 2 contains 100876 members 
Entering Unmasked Estep 
Score: -21076652.000000 Penalty: 5957.886719
	Iteration 134Q: 3 clusters Score -2.107665e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63817 members 
Mstep: Class 2 contains 100881 members 
Entering Unmasked Estep 
Score: -21076652.000000 Penalty: 5957.886719
	Iteration 135Q: 3 clusters Score -2.107665e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63811 members 
Mstep: Class 2 contains 100887 members 
Entering Unmasked Estep 
Score: -21076652.000000 Penalty: 5957.886719
	Iteration 136Q: 3 clusters Score -2.107665e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63809 members 
Mstep: Class 2 contains 100889 members 
Entering Unmasked Estep 
Score: -21076636.000000 Penalty: 5957.886719
	Iteration 137Q: 3 clusters Score -2.107664e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63807 members 
Mstep: Class 2 contains 100891 members 
Entering Unmasked Estep 
Score: -21076638.000000 Penalty: 5957.886719
	Iteration 138Q: 3 clusters Score -2.107664e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63807 members 
Mstep: Class 2 contains 100891 members 
Entering Unmasked Estep 
Score: -21076638.000000 Penalty: 5957.886719
	Iteration 139F: 3 clusters Score -2.107664e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (55019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55019 members 
Entering Unmasked Estep 
Score: -6594830.000000 Penalty: 2707.027588
	Iteration 0F: 2 clusters Score -6594830 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27392 members 
Mstep: Class 2 contains 27627 members 
Entering Unmasked Estep 
Score: -6557920.000000 Penalty: 5414.055176
	Iteration 0F: 3 clusters Score -6557920 nChanged 25472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26432 members 
Mstep: Class 2 contains 28587 members 
Entering Unmasked Estep 
Score: -6572415.500000 Penalty: 5414.055176
	Iteration 1F: 3 clusters Score -6572416 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25895 members 
Mstep: Class 2 contains 29124 members 
Entering Unmasked Estep 
Score: -6573362.500000 Penalty: 5414.055176
	Iteration 2Q: 3 clusters Score -6573362 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25130 members 
Mstep: Class 2 contains 29889 members 
Entering Unmasked Estep 
Score: -6574312.500000 Penalty: 5414.055176
	Iteration 3Q: 3 clusters Score -6574312 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24025 members 
Mstep: Class 2 contains 30994 members 
Entering Unmasked Estep 
Score: -6575569.500000 Penalty: 5414.055176
	Iteration 4Q: 3 clusters Score -6575570 nChanged 2939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22474 members 
Mstep: Class 2 contains 32545 members 
Entering Unmasked Estep 
Score: -6577079.500000 Penalty: 5414.055176
	Iteration 5F: 3 clusters Score -6577080 nChanged 3130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20442 members 
Mstep: Class 2 contains 34577 members 
Entering Unmasked Estep 
Score: -6578888.500000 Penalty: 5414.055176
	Iteration 6F: 3 clusters Score -6578888 nChanged 3173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18035 members 
Mstep: Class 2 contains 36984 members 
Entering Unmasked Estep 
Score: -6580792.500000 Penalty: 5414.055176
	Iteration 7F: 3 clusters Score -6580792 nChanged 3117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15340 members 
Mstep: Class 2 contains 39679 members 
Entering Unmasked Estep 
Score: -6582896.000000 Penalty: 5414.055176
	Iteration 8F: 3 clusters Score -6582896 nChanged 2942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12602 members 
Mstep: Class 2 contains 42417 members 
Entering Unmasked Estep 
Score: -6585029.000000 Penalty: 5414.055176
	Iteration 9F: 3 clusters Score -6585029 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9989 members 
Mstep: Class 2 contains 45030 members 
Entering Unmasked Estep 
Score: -6586929.500000 Penalty: 5414.055176
	Iteration 10Q: 3 clusters Score -6586930 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 47209 members 
Entering Unmasked Estep 
Score: -6588663.500000 Penalty: 5414.055176
	Iteration 11Q: 3 clusters Score -6588664 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 48907 members 
Entering Unmasked Estep 
Score: -6589889.500000 Penalty: 5414.055176
	Iteration 12Q: 3 clusters Score -6589890 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 50191 members 
Entering Unmasked Estep 
Score: -6590742.000000 Penalty: 5414.055176
	Iteration 13Q: 3 clusters Score -6590742 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 51129 members 
Entering Unmasked Estep 
Score: -6591311.000000 Penalty: 5414.055176
	Iteration 14Q: 3 clusters Score -6591311 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 51857 members 
Entering Unmasked Estep 
Score: -6591711.000000 Penalty: 5414.055176
	Iteration 15Q: 3 clusters Score -6591711 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 52420 members 
Entering Unmasked Estep 
Score: -6591997.000000 Penalty: 5414.055176
	Iteration 16Q: 3 clusters Score -6591997 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 52835 members 
Entering Unmasked Estep 
Score: -6592249.500000 Penalty: 5414.055176
	Iteration 17Q: 3 clusters Score -6592250 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 53138 members 
Entering Unmasked Estep 
Score: -6592410.500000 Penalty: 5414.055176
	Iteration 18Q: 3 clusters Score -6592410 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 53352 members 
Entering Unmasked Estep 
Score: -6592531.000000 Penalty: 5414.055176
	Iteration 19Q: 3 clusters Score -6592531 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 53512 members 
Entering Unmasked Estep 
Score: -6592612.500000 Penalty: 5414.055176
	Iteration 20F: 3 clusters Score -6592612 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 53639 members 
Entering Unmasked Estep 
Score: -6592670.500000 Penalty: 5414.055176
	Iteration 21Q: 3 clusters Score -6592670 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 53725 members 
Entering Unmasked Estep 
Score: -6592714.000000 Penalty: 5414.055176
	Iteration 22Q: 3 clusters Score -6592714 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 53781 members 
Entering Unmasked Estep 
Score: -6592746.000000 Penalty: 5414.055176
	Iteration 23Q: 3 clusters Score -6592746 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 53822 members 
Entering Unmasked Estep 
Score: -6592760.000000 Penalty: 5414.055176
	Iteration 24Q: 3 clusters Score -6592760 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 53859 members 
Entering Unmasked Estep 
Score: -6592786.000000 Penalty: 5414.055176
	Iteration 25Q: 3 clusters Score -6592786 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 53887 members 
Entering Unmasked Estep 
Score: -6592805.000000 Penalty: 5414.055176
	Iteration 26Q: 3 clusters Score -6592805 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 53901 members 
Entering Unmasked Estep 
Score: -6592812.500000 Penalty: 5414.055176
	Iteration 27Q: 3 clusters Score -6592812 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 53918 members 
Entering Unmasked Estep 
Score: -6592815.500000 Penalty: 5414.055176
	Iteration 28Q: 3 clusters Score -6592816 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 53938 members 
Entering Unmasked Estep 
Score: -6592822.000000 Penalty: 5414.055176
	Iteration 29Q: 3 clusters Score -6592822 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 53950 members 
Entering Unmasked Estep 
Score: -6592821.500000 Penalty: 5414.055176
	Iteration 30Q: 3 clusters Score -6592822 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 53961 members 
Entering Unmasked Estep 
Score: -6592824.000000 Penalty: 5414.055176
	Iteration 31Q: 3 clusters Score -6592824 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 53967 members 
Entering Unmasked Estep 
Score: -6592828.500000 Penalty: 5414.055176
	Iteration 32Q: 3 clusters Score -6592828 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 53976 members 
Entering Unmasked Estep 
Score: -6592833.500000 Penalty: 5414.055176
	Iteration 33Q: 3 clusters Score -6592834 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 53980 members 
Entering Unmasked Estep 
Score: -6592832.500000 Penalty: 5414.055176
	Iteration 34Q: 3 clusters Score -6592832 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 53982 members 
Entering Unmasked Estep 
Score: -6592833.500000 Penalty: 5414.055176
	Iteration 35Q: 3 clusters Score -6592834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 53985 members 
Entering Unmasked Estep 
Score: -6592826.000000 Penalty: 5414.055176
	Iteration 36Q: 3 clusters Score -6592826 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 53986 members 
Entering Unmasked Estep 
Score: -6592830.000000 Penalty: 5414.055176
	Iteration 37Q: 3 clusters Score -6592830 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 53991 members 
Entering Unmasked Estep 
Score: -6592840.000000 Penalty: 5414.055176
	Iteration 38Q: 3 clusters Score -6592840 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 53995 members 
Entering Unmasked Estep 
Score: -6592836.500000 Penalty: 5414.055176
	Iteration 39Q: 3 clusters Score -6592836 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 53999 members 
Entering Unmasked Estep 
Score: -6592838.500000 Penalty: 5414.055176
	Iteration 40F: 3 clusters Score -6592838 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 54001 members 
Entering Unmasked Estep 
Score: -6592835.000000 Penalty: 5414.055176
	Iteration 41Q: 3 clusters Score -6592835 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 54006 members 
Entering Unmasked Estep 
Score: -6592836.000000 Penalty: 5414.055176
	Iteration 42Q: 3 clusters Score -6592836 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 54013 members 
Entering Unmasked Estep 
Score: -6592837.500000 Penalty: 5414.055176
	Iteration 43Q: 3 clusters Score -6592838 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 54015 members 
Entering Unmasked Estep 
Score: -6592845.000000 Penalty: 5414.055176
	Iteration 44Q: 3 clusters Score -6592845 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 54018 members 
Entering Unmasked Estep 
Score: -6592854.500000 Penalty: 5414.055176
	Iteration 45Q: 3 clusters Score -6592854 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 54023 members 
Entering Unmasked Estep 
Score: -6592846.500000 Penalty: 5414.055176
	Iteration 46Q: 3 clusters Score -6592846 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 54028 members 
Entering Unmasked Estep 
Score: -6592848.500000 Penalty: 5414.055176
	Iteration 47Q: 3 clusters Score -6592848 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 54031 members 
Entering Unmasked Estep 
Score: -6592847.500000 Penalty: 5414.055176
	Iteration 48Q: 3 clusters Score -6592848 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 54033 members 
Entering Unmasked Estep 
Score: -6592848.000000 Penalty: 5414.055176
	Iteration 49Q: 3 clusters Score -6592848 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 54034 members 
Entering Unmasked Estep 
Score: -6592850.000000 Penalty: 5414.055176
	Iteration 50Q: 3 clusters Score -6592850 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 54037 members 
Entering Unmasked Estep 
Score: -6592853.500000 Penalty: 5414.055176
	Iteration 51Q: 3 clusters Score -6592854 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 54040 members 
Entering Unmasked Estep 
Score: -6592850.000000 Penalty: 5414.055176
	Iteration 52Q: 3 clusters Score -6592850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 54042 members 
Entering Unmasked Estep 
Score: -6592850.000000 Penalty: 5414.055176
	Iteration 53Q: 3 clusters Score -6592850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 54043 members 
Entering Unmasked Estep 
Score: -6592857.500000 Penalty: 5414.055176
	Iteration 54Q: 3 clusters Score -6592858 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 54046 members 
Entering Unmasked Estep 
Score: -6592860.000000 Penalty: 5414.055176
	Iteration 55Q: 3 clusters Score -6592860 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 54049 members 
Entering Unmasked Estep 
Score: -6592860.500000 Penalty: 5414.055176
	Iteration 56Q: 3 clusters Score -6592860 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 54049 members 
Entering Unmasked Estep 
Score: -6592860.500000 Penalty: 5414.055176
	Iteration 57F: 3 clusters Score -6592860 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Entering Unmasked Estep 
Score: -301743.250000 Penalty: 1931.989990
	Iteration 0F: 2 clusters Score -301743.2 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 1199 members 
Entering Unmasked Estep 
Score: -298902.468750 Penalty: 3863.979980
	Iteration 0F: 3 clusters Score -298902.5 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -299527.468750 Penalty: 3863.979980
	Iteration 1F: 3 clusters Score -299527.5 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -299713.500000 Penalty: 3863.979980
	Iteration 2F: 3 clusters Score -299713.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -299838.250000 Penalty: 3863.979980
	Iteration 3Q: 3 clusters Score -299838.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -299964.187500 Penalty: 3863.979980
	Iteration 4Q: 3 clusters Score -299964.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -300125.468750 Penalty: 3863.979980
	Iteration 5Q: 3 clusters Score -300125.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -300295.875000 Penalty: 3863.979980
	Iteration 6Q: 3 clusters Score -300295.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -300454.500000 Penalty: 3863.979980
	Iteration 7Q: 3 clusters Score -300454.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -300596.281250 Penalty: 3863.979980
	Iteration 8Q: 3 clusters Score -300596.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -300714.187500 Penalty: 3863.979980
	Iteration 9Q: 3 clusters Score -300714.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -300814.281250 Penalty: 3863.979980
	Iteration 10Q: 3 clusters Score -300814.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -300910.250000 Penalty: 3863.979980
	Iteration 11Q: 3 clusters Score -300910.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -301017.468750 Penalty: 3863.979980
	Iteration 12Q: 3 clusters Score -301017.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -301069.437500 Penalty: 3863.979980
	Iteration 13Q: 3 clusters Score -301069.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -301105.250000 Penalty: 3863.979980
	Iteration 14Q: 3 clusters Score -301105.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -301128.406250 Penalty: 3863.979980
	Iteration 15Q: 3 clusters Score -301128.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -301141.031250 Penalty: 3863.979980
	Iteration 16Q: 3 clusters Score -301141 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -301149.687500 Penalty: 3863.979980
	Iteration 17Q: 3 clusters Score -301149.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -301155.437500 Penalty: 3863.979980
	Iteration 18Q: 3 clusters Score -301155.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -301160.968750 Penalty: 3863.979980
	Iteration 19Q: 3 clusters Score -301161 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -301163.250000 Penalty: 3863.979980
	Iteration 20F: 3 clusters Score -301163.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -301168.281250 Penalty: 3863.979980
	Iteration 21Q: 3 clusters Score -301168.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -301170.968750 Penalty: 3863.979980
	Iteration 22Q: 3 clusters Score -301171 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -301172.312500 Penalty: 3863.979980
	Iteration 23Q: 3 clusters Score -301172.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -301175.187500 Penalty: 3863.979980
	Iteration 24Q: 3 clusters Score -301175.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -301176.718750 Penalty: 3863.979980
	Iteration 25Q: 3 clusters Score -301176.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -301179.031250 Penalty: 3863.979980
	Iteration 26Q: 3 clusters Score -301179 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -301178.906250 Penalty: 3863.979980
	Iteration 27Q: 3 clusters Score -301178.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -301178.906250 Penalty: 3863.979980
	Iteration 28F: 3 clusters Score -301178.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Entering Unmasked Estep 
Score: -102341.445312 Penalty: 1619.657593
	Iteration 0F: 2 clusters Score -102341.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -100671.617188 Penalty: 3239.315186
	Iteration 0F: 3 clusters Score -100671.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -101088.718750 Penalty: 3239.315186
	Iteration 1F: 3 clusters Score -101088.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -101499.031250 Penalty: 3239.315186
	Iteration 2F: 3 clusters Score -101499 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -101873.117188 Penalty: 3239.315186
	Iteration 3F: 3 clusters Score -101873.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -102141.585938 Penalty: 3239.315186
	Iteration 4F: 3 clusters Score -102141.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -102335.664062 Penalty: 3239.315186
	Iteration 5Q: 3 clusters Score -102335.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -102388.765625 Penalty: 3239.315186
	Iteration 6Q: 3 clusters Score -102388.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -102430.226562 Penalty: 3239.315186
	Iteration 7Q: 3 clusters Score -102430.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -102453.289062 Penalty: 3239.315186
	Iteration 8Q: 3 clusters Score -102453.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -102495.406250 Penalty: 3239.315186
	Iteration 9Q: 3 clusters Score -102495.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -102583.179688 Penalty: 3239.315186
	Iteration 10Q: 3 clusters Score -102583.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -102651.804688 Penalty: 3239.315186
	Iteration 11Q: 3 clusters Score -102651.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -102745.031250 Penalty: 3239.315186
	Iteration 12Q: 3 clusters Score -102745 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -102796.140625 Penalty: 3239.315186
	Iteration 13Q: 3 clusters Score -102796.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -102841.265625 Penalty: 3239.315186
	Iteration 14Q: 3 clusters Score -102841.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -102869.484375 Penalty: 3239.315186
	Iteration 15Q: 3 clusters Score -102869.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -102879.007812 Penalty: 3239.315186
	Iteration 16Q: 3 clusters Score -102879 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -102891.226562 Penalty: 3239.315186
	Iteration 17Q: 3 clusters Score -102891.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -102897.109375 Penalty: 3239.315186
	Iteration 18Q: 3 clusters Score -102897.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -102910.320312 Penalty: 3239.315186
	Iteration 19Q: 3 clusters Score -102910.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -102975.218750 Penalty: 3239.315186
	Iteration 20F: 3 clusters Score -102975.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -103109.046875 Penalty: 3239.315186
	Iteration 21Q: 3 clusters Score -103109 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -103144.640625 Penalty: 3239.315186
	Iteration 22Q: 3 clusters Score -103144.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -103163.250000 Penalty: 3239.315186
	Iteration 23Q: 3 clusters Score -103163.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -103184.085938 Penalty: 3239.315186
	Iteration 24Q: 3 clusters Score -103184.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -103223.726562 Penalty: 3239.315186
	Iteration 25Q: 3 clusters Score -103223.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -103457.203125 Penalty: 3239.315186
	Iteration 26Q: 3 clusters Score -103457.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -103689.882812 Penalty: 3239.315186
	Iteration 27Q: 3 clusters Score -103689.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -103733.585938 Penalty: 3239.315186
	Iteration 28Q: 3 clusters Score -103733.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -103733.585938 Penalty: 3239.315186
	Iteration 29F: 3 clusters Score -103733.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22645 members 
Mstep: Class 2 contains 4319 members 
Mstep: Class 3 contains 1074 members 
Mstep: Class 4 contains 223858 members 
Mstep: Class 5 contains 4104 members 
Mstep: Class 6 contains 2260 members 
Mstep: Class 7 contains 9372 members 
Mstep: Class 8 contains 13916 members 
Mstep: Class 9 contains 7479 members 
Mstep: Class 10 contains 27208 members 
Mstep: Class 11 contains 11615 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 13 contains 3501 members 
Mstep: Class 14 contains 36448 members 
Mstep: Class 15 contains 181259 members 
Mstep: Class 16 contains 23102 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 9961 members 
Mstep: Class 19 contains 164698 members 
Mstep: Class 20 contains 55019 members 
Mstep: Class 21 contains 2417 members 
Mstep: Class 22 contains 316 members 
Mstep: Class 23 contains 4373 members 
Mstep: Class 24 contains 3352 members 
Mstep: Class 25 contains 38538 members 
Mstep: Class 26 contains 60664 members 
Mstep: Class 27 contains 28781 members 
Mstep: Class 28 contains 470 members 
Mstep: Class 29 contains 42520 members 
Mstep: Class 30 contains 10776 members 
Mstep: Class 31 contains 6562 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8498 members 
Mstep: Class 34 contains 437 members 
Mstep: Class 35 contains 3422 members 
Mstep: Class 36 contains 8266 members 
Mstep: Class 37 contains 3932 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1885 members 
Mstep: Class 40 contains 19228 members 
Mstep: Class 41 contains 423 members 
Mstep: Class 42 contains 3007 members 
Mstep: Class 43 contains 3343 members 
Mstep: Class 44 contains 1401 members 
Mstep: Class 45 contains 22206 members 
Mstep: Class 46 contains 13090 members 
Mstep: Class 47 contains 306 members 
Mstep: Class 48 contains 7849 members 
Mstep: Class 49 contains 26838 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 616 members 
Mstep: Class 52 contains 309 members 
Mstep: Class 53 contains 3102 members 
Mstep: Class 54 contains 347 members 
Mstep: Class 55 contains 4825 members 
Mstep: Class 56 contains 17268 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 284 members 
Mstep: Class 60 contains 4833 members 
Mstep: Class 61 contains 1768 members 
Mstep: Class 62 contains 1052 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 8306 members 
Mstep: Class 65 contains 503 members 
Mstep: Class 66 contains 665 members 
Mstep: Class 67 contains 2648 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 711 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 7991 members 
Mstep: Class 75 contains 892 members 
Mstep: Class 76 contains 504 members 
Mstep: Class 77 contains 631 members 
Mstep: Class 78 contains 370 members 
Entering Unmasked Estep 
Score: -147546736.000000 Penalty: 270583.718750
Splitting cluster 22 changes total score from -147547344.000000 to -147546736.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (4373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Entering Unmasked Estep 
Score: -534920.125000 Penalty: 2079.034668
	Iteration 0F: 2 clusters Score -534920.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -530799.312500 Penalty: 4158.069336
	Iteration 0F: 3 clusters Score -530799.3 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -531757.437500 Penalty: 4158.069336
	Iteration 1F: 3 clusters Score -531757.4 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -532017.125000 Penalty: 4158.069336
	Iteration 2F: 3 clusters Score -532017.1 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -532249.187500 Penalty: 4158.069336
	Iteration 3F: 3 clusters Score -532249.2 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -532489.375000 Penalty: 4158.069336
	Iteration 4F: 3 clusters Score -532489.4 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -532814.250000 Penalty: 4158.069336
	Iteration 5F: 3 clusters Score -532814.2 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -533134.687500 Penalty: 4158.069336
	Iteration 6F: 3 clusters Score -533134.7 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -533394.125000 Penalty: 4158.069336
	Iteration 7F: 3 clusters Score -533394.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -533543.250000 Penalty: 4158.069336
	Iteration 8Q: 3 clusters Score -533543.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -533628.312500 Penalty: 4158.069336
	Iteration 9Q: 3 clusters Score -533628.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -533685.750000 Penalty: 4158.069336
	Iteration 10Q: 3 clusters Score -533685.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -533705.500000 Penalty: 4158.069336
	Iteration 11Q: 3 clusters Score -533705.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -533715.062500 Penalty: 4158.069336
	Iteration 12Q: 3 clusters Score -533715.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -533720.937500 Penalty: 4158.069336
	Iteration 13Q: 3 clusters Score -533720.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -533728.625000 Penalty: 4158.069336
	Iteration 14Q: 3 clusters Score -533728.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -533733.750000 Penalty: 4158.069336
	Iteration 15Q: 3 clusters Score -533733.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -533738.375000 Penalty: 4158.069336
	Iteration 16Q: 3 clusters Score -533738.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -533741.000000 Penalty: 4158.069336
	Iteration 17Q: 3 clusters Score -533741 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -533743.437500 Penalty: 4158.069336
	Iteration 18Q: 3 clusters Score -533743.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -533743.375000 Penalty: 4158.069336
	Iteration 19Q: 3 clusters Score -533743.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -533744.750000 Penalty: 4158.069336
	Iteration 20F: 3 clusters Score -533744.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -533745.687500 Penalty: 4158.069336
	Iteration 21Q: 3 clusters Score -533745.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -533745.000000 Penalty: 4158.069336
	Iteration 22Q: 3 clusters Score -533745 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -533745.000000 Penalty: 4158.069336
	Iteration 23F: 3 clusters Score -533745 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (3352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Entering Unmasked Estep 
Score: -364047.000000 Penalty: 2013.093506
	Iteration 0F: 2 clusters Score -364047 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -360602.031250 Penalty: 4026.187012
	Iteration 0F: 3 clusters Score -360602 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -361564.937500 Penalty: 4026.187012
	Iteration 1F: 3 clusters Score -361564.9 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -361850.531250 Penalty: 4026.187012
	Iteration 2F: 3 clusters Score -361850.5 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -362051.375000 Penalty: 4026.187012
	Iteration 3F: 3 clusters Score -362051.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -362231.093750 Penalty: 4026.187012
	Iteration 4F: 3 clusters Score -362231.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -362346.843750 Penalty: 4026.187012
	Iteration 5Q: 3 clusters Score -362346.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -362413.312500 Penalty: 4026.187012
	Iteration 6Q: 3 clusters Score -362413.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -362454.437500 Penalty: 4026.187012
	Iteration 7Q: 3 clusters Score -362454.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -362489.843750 Penalty: 4026.187012
	Iteration 8Q: 3 clusters Score -362489.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -362523.562500 Penalty: 4026.187012
	Iteration 9Q: 3 clusters Score -362523.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -362557.000000 Penalty: 4026.187012
	Iteration 10Q: 3 clusters Score -362557 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -362588.437500 Penalty: 4026.187012
	Iteration 11Q: 3 clusters Score -362588.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -362621.406250 Penalty: 4026.187012
	Iteration 12Q: 3 clusters Score -362621.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -362642.625000 Penalty: 4026.187012
	Iteration 13Q: 3 clusters Score -362642.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -362662.906250 Penalty: 4026.187012
	Iteration 14Q: 3 clusters Score -362662.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -362674.843750 Penalty: 4026.187012
	Iteration 15Q: 3 clusters Score -362674.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -362682.937500 Penalty: 4026.187012
	Iteration 16Q: 3 clusters Score -362682.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -362693.718750 Penalty: 4026.187012
	Iteration 17Q: 3 clusters Score -362693.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -362703.843750 Penalty: 4026.187012
	Iteration 18Q: 3 clusters Score -362703.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -362711.625000 Penalty: 4026.187012
	Iteration 19Q: 3 clusters Score -362711.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -362716.468750 Penalty: 4026.187012
	Iteration 20F: 3 clusters Score -362716.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -362721.468750 Penalty: 4026.187012
	Iteration 21Q: 3 clusters Score -362721.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -362734.781250 Penalty: 4026.187012
	Iteration 22Q: 3 clusters Score -362734.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -362749.031250 Penalty: 4026.187012
	Iteration 23Q: 3 clusters Score -362749 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -362771.406250 Penalty: 4026.187012
	Iteration 24Q: 3 clusters Score -362771.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -362794.156250 Penalty: 4026.187012
	Iteration 25Q: 3 clusters Score -362794.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -362811.156250 Penalty: 4026.187012
	Iteration 26Q: 3 clusters Score -362811.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -362819.562500 Penalty: 4026.187012
	Iteration 27Q: 3 clusters Score -362819.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -362827.593750 Penalty: 4026.187012
	Iteration 28Q: 3 clusters Score -362827.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -362834.000000 Penalty: 4026.187012
	Iteration 29Q: 3 clusters Score -362834 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -362835.937500 Penalty: 4026.187012
	Iteration 30Q: 3 clusters Score -362835.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -362839.625000 Penalty: 4026.187012
	Iteration 31Q: 3 clusters Score -362839.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -362842.718750 Penalty: 4026.187012
	Iteration 32Q: 3 clusters Score -362842.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -362843.062500 Penalty: 4026.187012
	Iteration 33Q: 3 clusters Score -362843.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -362844.031250 Penalty: 4026.187012
	Iteration 34Q: 3 clusters Score -362844 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -362844.031250 Penalty: 4026.187012
	Iteration 35F: 3 clusters Score -362844 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (38538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38538 members 
Entering Unmasked Estep 
Score: -4883300.500000 Penalty: 2618.731201
	Iteration 0F: 2 clusters Score -4883300 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19314 members 
Mstep: Class 2 contains 19224 members 
Entering Unmasked Estep 
Score: -4857141.000000 Penalty: 5237.462402
	Iteration 0F: 3 clusters Score -4857141 nChanged 17553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19523 members 
Mstep: Class 2 contains 19015 members 
Entering Unmasked Estep 
Score: -4866708.500000 Penalty: 5237.462402
	Iteration 1F: 3 clusters Score -4866708 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19623 members 
Mstep: Class 2 contains 18915 members 
Entering Unmasked Estep 
Score: -4867207.500000 Penalty: 5237.462402
	Iteration 2Q: 3 clusters Score -4867208 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19792 members 
Mstep: Class 2 contains 18746 members 
Entering Unmasked Estep 
Score: -4867678.000000 Penalty: 5237.462402
	Iteration 3Q: 3 clusters Score -4867678 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20036 members 
Mstep: Class 2 contains 18502 members 
Entering Unmasked Estep 
Score: -4868045.500000 Penalty: 5237.462402
	Iteration 4Q: 3 clusters Score -4868046 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20359 members 
Mstep: Class 2 contains 18179 members 
Entering Unmasked Estep 
Score: -4868411.500000 Penalty: 5237.462402
	Iteration 5Q: 3 clusters Score -4868412 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20830 members 
Mstep: Class 2 contains 17708 members 
Entering Unmasked Estep 
Score: -4868751.000000 Penalty: 5237.462402
	Iteration 6Q: 3 clusters Score -4868751 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21481 members 
Mstep: Class 2 contains 17057 members 
Entering Unmasked Estep 
Score: -4869142.500000 Penalty: 5237.462402
	Iteration 7Q: 3 clusters Score -4869142 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22346 members 
Mstep: Class 2 contains 16192 members 
Entering Unmasked Estep 
Score: -4869618.000000 Penalty: 5237.462402
	Iteration 8Q: 3 clusters Score -4869618 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23483 members 
Mstep: Class 2 contains 15055 members 
Entering Unmasked Estep 
Score: -4870212.500000 Penalty: 5237.462402
	Iteration 9Q: 3 clusters Score -4870212 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24966 members 
Mstep: Class 2 contains 13572 members 
Entering Unmasked Estep 
Score: -4871075.500000 Penalty: 5237.462402
	Iteration 10Q: 3 clusters Score -4871076 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26895 members 
Mstep: Class 2 contains 11643 members 
Entering Unmasked Estep 
Score: -4872365.500000 Penalty: 5237.462402
	Iteration 11F: 3 clusters Score -4872366 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29059 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
Score: -4873962.500000 Penalty: 5237.462402
	Iteration 12F: 3 clusters Score -4873962 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31301 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -4875920.500000 Penalty: 5237.462402
	Iteration 13F: 3 clusters Score -4875920 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33266 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -4877737.500000 Penalty: 5237.462402
	Iteration 14F: 3 clusters Score -4877738 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34747 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -4879207.500000 Penalty: 5237.462402
	Iteration 15Q: 3 clusters Score -4879208 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35606 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -4879974.500000 Penalty: 5237.462402
	Iteration 16Q: 3 clusters Score -4879974 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36159 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -4880448.500000 Penalty: 5237.462402
	Iteration 17Q: 3 clusters Score -4880448 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36497 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -4880738.000000 Penalty: 5237.462402
	Iteration 18Q: 3 clusters Score -4880738 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36720 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -4880939.000000 Penalty: 5237.462402
	Iteration 19Q: 3 clusters Score -4880939 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36878 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -4881062.000000 Penalty: 5237.462402
	Iteration 20F: 3 clusters Score -4881062 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37010 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -4881164.500000 Penalty: 5237.462402
	Iteration 21Q: 3 clusters Score -4881164 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37091 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -4881220.000000 Penalty: 5237.462402
	Iteration 22Q: 3 clusters Score -4881220 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37162 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -4881268.500000 Penalty: 5237.462402
	Iteration 23Q: 3 clusters Score -4881268 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37219 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -4881308.000000 Penalty: 5237.462402
	Iteration 24Q: 3 clusters Score -4881308 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37262 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -4881327.500000 Penalty: 5237.462402
	Iteration 25Q: 3 clusters Score -4881328 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37304 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -4881349.000000 Penalty: 5237.462402
	Iteration 26Q: 3 clusters Score -4881349 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37331 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -4881363.000000 Penalty: 5237.462402
	Iteration 27Q: 3 clusters Score -4881363 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37354 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -4881367.500000 Penalty: 5237.462402
	Iteration 28Q: 3 clusters Score -4881368 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37369 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -4881384.500000 Penalty: 5237.462402
	Iteration 29Q: 3 clusters Score -4881384 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37376 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -4881395.500000 Penalty: 5237.462402
	Iteration 30Q: 3 clusters Score -4881396 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37380 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -4881392.000000 Penalty: 5237.462402
	Iteration 31Q: 3 clusters Score -4881392 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37383 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -4881393.000000 Penalty: 5237.462402
	Iteration 32Q: 3 clusters Score -4881393 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37389 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -4881398.500000 Penalty: 5237.462402
	Iteration 33Q: 3 clusters Score -4881398 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37394 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -4881405.500000 Penalty: 5237.462402
	Iteration 34Q: 3 clusters Score -4881406 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37398 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -4881408.000000 Penalty: 5237.462402
	Iteration 35Q: 3 clusters Score -4881408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37400 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -4881409.500000 Penalty: 5237.462402
	Iteration 36Q: 3 clusters Score -4881410 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37403 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -4881406.500000 Penalty: 5237.462402
	Iteration 37Q: 3 clusters Score -4881406 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37408 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -4881410.500000 Penalty: 5237.462402
	Iteration 38Q: 3 clusters Score -4881410 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37410 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -4881408.000000 Penalty: 5237.462402
	Iteration 39Q: 3 clusters Score -4881408 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37410 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -4881408.000000 Penalty: 5237.462402
	Iteration 40F: 3 clusters Score -4881408 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (60664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60664 members 
Entering Unmasked Estep 
Score: -7719640.000000 Penalty: 2731.250244
	Iteration 0F: 2 clusters Score -7719640 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30398 members 
Mstep: Class 2 contains 30266 members 
Entering Unmasked Estep 
Score: -7678794.500000 Penalty: 5462.500488
	Iteration 0F: 3 clusters Score -7678794 nChanged 28265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30993 members 
Mstep: Class 2 contains 29671 members 
Entering Unmasked Estep 
Score: -7694777.500000 Penalty: 5462.500488
	Iteration 1F: 3 clusters Score -7694778 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31483 members 
Mstep: Class 2 contains 29181 members 
Entering Unmasked Estep 
Score: -7695564.000000 Penalty: 5462.500488
	Iteration 2Q: 3 clusters Score -7695564 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32327 members 
Mstep: Class 2 contains 28337 members 
Entering Unmasked Estep 
Score: -7696401.500000 Penalty: 5462.500488
	Iteration 3Q: 3 clusters Score -7696402 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33583 members 
Mstep: Class 2 contains 27081 members 
Entering Unmasked Estep 
Score: -7697460.500000 Penalty: 5462.500488
	Iteration 4Q: 3 clusters Score -7697460 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35408 members 
Mstep: Class 2 contains 25256 members 
Entering Unmasked Estep 
Score: -7698763.500000 Penalty: 5462.500488
	Iteration 5Q: 3 clusters Score -7698764 nChanged 3288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37920 members 
Mstep: Class 2 contains 22744 members 
Entering Unmasked Estep 
Score: -7700420.500000 Penalty: 5462.500488
	Iteration 6F: 3 clusters Score -7700420 nChanged 3664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41070 members 
Mstep: Class 2 contains 19594 members 
Entering Unmasked Estep 
Score: -7702794.500000 Penalty: 5462.500488
	Iteration 7F: 3 clusters Score -7702794 nChanged 3998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44772 members 
Mstep: Class 2 contains 15892 members 
Entering Unmasked Estep 
Score: -7705917.000000 Penalty: 5462.500488
	Iteration 8F: 3 clusters Score -7705917 nChanged 3853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48443 members 
Mstep: Class 2 contains 12221 members 
Entering Unmasked Estep 
Score: -7709310.500000 Penalty: 5462.500488
	Iteration 9F: 3 clusters Score -7709310 nChanged 3077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51402 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
Score: -7712095.500000 Penalty: 5462.500488
	Iteration 10F: 3 clusters Score -7712096 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53545 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -7714035.500000 Penalty: 5462.500488
	Iteration 11Q: 3 clusters Score -7714036 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54940 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -7715253.500000 Penalty: 5462.500488
	Iteration 12Q: 3 clusters Score -7715254 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55898 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -7716077.500000 Penalty: 5462.500488
	Iteration 13Q: 3 clusters Score -7716078 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56584 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -7716657.000000 Penalty: 5462.500488
	Iteration 14Q: 3 clusters Score -7716657 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57087 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -7717103.500000 Penalty: 5462.500488
	Iteration 15Q: 3 clusters Score -7717104 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57499 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -7717500.000000 Penalty: 5462.500488
	Iteration 16Q: 3 clusters Score -7717500 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57802 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -7717753.000000 Penalty: 5462.500488
	Iteration 17Q: 3 clusters Score -7717753 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58018 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -7717936.500000 Penalty: 5462.500488
	Iteration 18Q: 3 clusters Score -7717936 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58198 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -7718058.000000 Penalty: 5462.500488
	Iteration 19Q: 3 clusters Score -7718058 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58319 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -7718149.000000 Penalty: 5462.500488
	Iteration 20F: 3 clusters Score -7718149 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58430 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -7718223.000000 Penalty: 5462.500488
	Iteration 21Q: 3 clusters Score -7718223 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58508 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -7718272.500000 Penalty: 5462.500488
	Iteration 22Q: 3 clusters Score -7718272 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58560 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -7718297.000000 Penalty: 5462.500488
	Iteration 23Q: 3 clusters Score -7718297 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58595 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -7718315.500000 Penalty: 5462.500488
	Iteration 24Q: 3 clusters Score -7718316 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58624 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -7718329.000000 Penalty: 5462.500488
	Iteration 25Q: 3 clusters Score -7718329 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58648 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -7718334.500000 Penalty: 5462.500488
	Iteration 26Q: 3 clusters Score -7718334 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58661 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -7718341.500000 Penalty: 5462.500488
	Iteration 27Q: 3 clusters Score -7718342 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58669 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -7718340.000000 Penalty: 5462.500488
	Iteration 28Q: 3 clusters Score -7718340 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58675 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -7718335.500000 Penalty: 5462.500488
	Iteration 29Q: 3 clusters Score -7718336 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58679 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -7718331.000000 Penalty: 5462.500488
	Iteration 30Q: 3 clusters Score -7718331 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58681 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -7718340.500000 Penalty: 5462.500488
	Iteration 31Q: 3 clusters Score -7718340 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58679 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -7718346.500000 Penalty: 5462.500488
	Iteration 32Q: 3 clusters Score -7718346 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58680 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -7718345.000000 Penalty: 5462.500488
	Iteration 33Q: 3 clusters Score -7718345 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58684 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -7718343.000000 Penalty: 5462.500488
	Iteration 34Q: 3 clusters Score -7718343 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58689 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -7718354.000000 Penalty: 5462.500488
	Iteration 35Q: 3 clusters Score -7718354 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58692 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -7718349.000000 Penalty: 5462.500488
	Iteration 36Q: 3 clusters Score -7718349 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58694 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -7718346.000000 Penalty: 5462.500488
	Iteration 37Q: 3 clusters Score -7718346 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58694 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -7718346.000000 Penalty: 5462.500488
	Iteration 38F: 3 clusters Score -7718346 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (28781 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28781 members 
Entering Unmasked Estep 
Score: -3654627.750000 Penalty: 2546.332764
	Iteration 0F: 2 clusters Score -3654628 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14435 members 
Mstep: Class 2 contains 14346 members 
Entering Unmasked Estep 
Score: -3634968.750000 Penalty: 5092.665527
	Iteration 0F: 3 clusters Score -3634969 nChanged 12860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14465 members 
Mstep: Class 2 contains 14316 members 
Entering Unmasked Estep 
Score: -3641810.000000 Penalty: 5092.665527
	Iteration 1F: 3 clusters Score -3641810 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14469 members 
Mstep: Class 2 contains 14312 members 
Entering Unmasked Estep 
Score: -3642346.500000 Penalty: 5092.665527
	Iteration 2F: 3 clusters Score -3642346 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14501 members 
Mstep: Class 2 contains 14280 members 
Entering Unmasked Estep 
Score: -3642875.750000 Penalty: 5092.665527
	Iteration 3Q: 3 clusters Score -3642876 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14550 members 
Mstep: Class 2 contains 14231 members 
Entering Unmasked Estep 
Score: -3643435.000000 Penalty: 5092.665527
	Iteration 4Q: 3 clusters Score -3643435 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14685 members 
Mstep: Class 2 contains 14096 members 
Entering Unmasked Estep 
Score: -3644123.500000 Penalty: 5092.665527
	Iteration 5Q: 3 clusters Score -3644124 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 13794 members 
Entering Unmasked Estep 
Score: -3644998.250000 Penalty: 5092.665527
	Iteration 6F: 3 clusters Score -3644998 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15387 members 
Mstep: Class 2 contains 13394 members 
Entering Unmasked Estep 
Score: -3646097.500000 Penalty: 5092.665527
	Iteration 7F: 3 clusters Score -3646098 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15846 members 
Mstep: Class 2 contains 12935 members 
Entering Unmasked Estep 
Score: -3647295.750000 Penalty: 5092.665527
	Iteration 8F: 3 clusters Score -3647296 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16352 members 
Mstep: Class 2 contains 12429 members 
Entering Unmasked Estep 
Score: -3648546.750000 Penalty: 5092.665527
	Iteration 9F: 3 clusters Score -3648547 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16889 members 
Mstep: Class 2 contains 11892 members 
Entering Unmasked Estep 
Score: -3649793.000000 Penalty: 5092.665527
	Iteration 10F: 3 clusters Score -3649793 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17272 members 
Mstep: Class 2 contains 11509 members 
Entering Unmasked Estep 
Score: -3650852.500000 Penalty: 5092.665527
	Iteration 11F: 3 clusters Score -3650852 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17617 members 
Mstep: Class 2 contains 11164 members 
Entering Unmasked Estep 
Score: -3651539.500000 Penalty: 5092.665527
	Iteration 12Q: 3 clusters Score -3651540 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17856 members 
Mstep: Class 2 contains 10925 members 
Entering Unmasked Estep 
Score: -3651964.750000 Penalty: 5092.665527
	Iteration 13Q: 3 clusters Score -3651965 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18031 members 
Mstep: Class 2 contains 10750 members 
Entering Unmasked Estep 
Score: -3652136.750000 Penalty: 5092.665527
	Iteration 14Q: 3 clusters Score -3652137 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18202 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -3652243.750000 Penalty: 5092.665527
	Iteration 15Q: 3 clusters Score -3652244 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18386 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -3652336.250000 Penalty: 5092.665527
	Iteration 16Q: 3 clusters Score -3652336 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18568 members 
Mstep: Class 2 contains 10213 members 
Entering Unmasked Estep 
Score: -3652428.750000 Penalty: 5092.665527
	Iteration 17Q: 3 clusters Score -3652429 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18752 members 
Mstep: Class 2 contains 10029 members 
Entering Unmasked Estep 
Score: -3652466.000000 Penalty: 5092.665527
	Iteration 18Q: 3 clusters Score -3652466 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18919 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -3652514.250000 Penalty: 5092.665527
	Iteration 19Q: 3 clusters Score -3652514 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19087 members 
Mstep: Class 2 contains 9694 members 
Entering Unmasked Estep 
Score: -3652552.000000 Penalty: 5092.665527
	Iteration 20F: 3 clusters Score -3652552 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19233 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -3652579.250000 Penalty: 5092.665527
	Iteration 21Q: 3 clusters Score -3652579 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19370 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -3652608.250000 Penalty: 5092.665527
	Iteration 22Q: 3 clusters Score -3652608 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19488 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -3652630.250000 Penalty: 5092.665527
	Iteration 23Q: 3 clusters Score -3652630 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19602 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -3652659.250000 Penalty: 5092.665527
	Iteration 24Q: 3 clusters Score -3652659 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19696 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -3652668.250000 Penalty: 5092.665527
	Iteration 25Q: 3 clusters Score -3652668 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19790 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -3652688.750000 Penalty: 5092.665527
	Iteration 26Q: 3 clusters Score -3652689 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19894 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -3652700.250000 Penalty: 5092.665527
	Iteration 27Q: 3 clusters Score -3652700 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19977 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -3652713.000000 Penalty: 5092.665527
	Iteration 28Q: 3 clusters Score -3652713 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20069 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -3652727.500000 Penalty: 5092.665527
	Iteration 29Q: 3 clusters Score -3652728 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20147 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -3652731.500000 Penalty: 5092.665527
	Iteration 30Q: 3 clusters Score -3652732 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20221 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -3652739.000000 Penalty: 5092.665527
	Iteration 31Q: 3 clusters Score -3652739 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20289 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -3652742.250000 Penalty: 5092.665527
	Iteration 32Q: 3 clusters Score -3652742 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20352 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -3652748.250000 Penalty: 5092.665527
	Iteration 33Q: 3 clusters Score -3652748 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20404 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -3652751.500000 Penalty: 5092.665527
	Iteration 34Q: 3 clusters Score -3652752 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20442 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -3652759.250000 Penalty: 5092.665527
	Iteration 35Q: 3 clusters Score -3652759 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20479 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -3652775.500000 Penalty: 5092.665527
	Iteration 36Q: 3 clusters Score -3652776 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20518 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -3652772.500000 Penalty: 5092.665527
	Iteration 37Q: 3 clusters Score -3652772 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20554 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -3652787.250000 Penalty: 5092.665527
	Iteration 38Q: 3 clusters Score -3652787 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20585 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -3652777.250000 Penalty: 5092.665527
	Iteration 39Q: 3 clusters Score -3652777 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20609 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -3652776.250000 Penalty: 5092.665527
	Iteration 40F: 3 clusters Score -3652776 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20632 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -3652777.750000 Penalty: 5092.665527
	Iteration 41Q: 3 clusters Score -3652778 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20656 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -3652777.500000 Penalty: 5092.665527
	Iteration 42Q: 3 clusters Score -3652778 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20672 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -3652779.250000 Penalty: 5092.665527
	Iteration 43Q: 3 clusters Score -3652779 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20691 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -3652780.750000 Penalty: 5092.665527
	Iteration 44Q: 3 clusters Score -3652781 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20708 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -3652778.500000 Penalty: 5092.665527
	Iteration 45Q: 3 clusters Score -3652778 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20721 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -3652779.500000 Penalty: 5092.665527
	Iteration 46Q: 3 clusters Score -3652780 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20737 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -3652783.750000 Penalty: 5092.665527
	Iteration 47Q: 3 clusters Score -3652784 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20753 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -3652780.000000 Penalty: 5092.665527
	Iteration 48Q: 3 clusters Score -3652780 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20776 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -3652783.500000 Penalty: 5092.665527
	Iteration 49Q: 3 clusters Score -3652784 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20793 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -3652790.500000 Penalty: 5092.665527
	Iteration 50Q: 3 clusters Score -3652790 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20808 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -3652788.250000 Penalty: 5092.665527
	Iteration 51Q: 3 clusters Score -3652788 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20825 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -3652792.000000 Penalty: 5092.665527
	Iteration 52Q: 3 clusters Score -3652792 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20842 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -3652791.000000 Penalty: 5092.665527
	Iteration 53Q: 3 clusters Score -3652791 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20860 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -3652784.250000 Penalty: 5092.665527
	Iteration 54Q: 3 clusters Score -3652784 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20880 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -3652792.000000 Penalty: 5092.665527
	Iteration 55Q: 3 clusters Score -3652792 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20901 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -3652800.250000 Penalty: 5092.665527
	Iteration 56Q: 3 clusters Score -3652800 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20912 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -3652797.750000 Penalty: 5092.665527
	Iteration 57Q: 3 clusters Score -3652798 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20922 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -3652801.000000 Penalty: 5092.665527
	Iteration 58Q: 3 clusters Score -3652801 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20929 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -3652802.000000 Penalty: 5092.665527
	Iteration 59Q: 3 clusters Score -3652802 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20934 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -3652799.250000 Penalty: 5092.665527
	Iteration 60F: 3 clusters Score -3652799 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20941 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -3652803.500000 Penalty: 5092.665527
	Iteration 61Q: 3 clusters Score -3652804 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20952 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -3652805.000000 Penalty: 5092.665527
	Iteration 62Q: 3 clusters Score -3652805 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20965 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -3652805.000000 Penalty: 5092.665527
	Iteration 63Q: 3 clusters Score -3652805 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20978 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -3652812.750000 Penalty: 5092.665527
	Iteration 64Q: 3 clusters Score -3652813 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20987 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -3652809.750000 Penalty: 5092.665527
	Iteration 65Q: 3 clusters Score -3652810 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20992 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -3652808.500000 Penalty: 5092.665527
	Iteration 66Q: 3 clusters Score -3652808 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20998 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -3652809.500000 Penalty: 5092.665527
	Iteration 67Q: 3 clusters Score -3652810 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21002 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -3652808.000000 Penalty: 5092.665527
	Iteration 68Q: 3 clusters Score -3652808 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21007 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -3652810.000000 Penalty: 5092.665527
	Iteration 69Q: 3 clusters Score -3652810 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21013 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -3652804.750000 Penalty: 5092.665527
	Iteration 70Q: 3 clusters Score -3652805 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21015 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -3652804.750000 Penalty: 5092.665527
	Iteration 71Q: 3 clusters Score -3652805 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21016 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -3652802.750000 Penalty: 5092.665527
	Iteration 72Q: 3 clusters Score -3652803 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21017 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -3652802.500000 Penalty: 5092.665527
	Iteration 73Q: 3 clusters Score -3652802 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21017 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -3652802.500000 Penalty: 5092.665527
	Iteration 74F: 3 clusters Score -3652802 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (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: -66029.625000 Penalty: 1525.877686
	Iteration 0F: 2 clusters Score -66029.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -64658.597656 Penalty: 3051.755371
	Iteration 0F: 3 clusters Score -64658.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -65434.863281 Penalty: 3051.755371
	Iteration 1F: 3 clusters Score -65434.86 nChanged 48
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: -65853.609375 Penalty: 3051.755371
	Iteration 2F: 3 clusters Score -65853.61 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -66107.343750 Penalty: 3051.755371
	Iteration 3F: 3 clusters Score -66107.34 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -66203.125000 Penalty: 3051.755371
	Iteration 4Q: 3 clusters Score -66203.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -66299.062500 Penalty: 3051.755371
	Iteration 5Q: 3 clusters Score -66299.06 nChanged 7
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: -66366.562500 Penalty: 3051.755371
	Iteration 6Q: 3 clusters Score -66366.56 nChanged 2
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: -66381.304688 Penalty: 3051.755371
	Iteration 7Q: 3 clusters Score -66381.3 nChanged 2
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: -66394.554688 Penalty: 3051.755371
	Iteration 8Q: 3 clusters Score -66394.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -66409.437500 Penalty: 3051.755371
	Iteration 9Q: 3 clusters Score -66409.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -66427.851562 Penalty: 3051.755371
	Iteration 10Q: 3 clusters Score -66427.85 nChanged 2
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: -66447.843750 Penalty: 3051.755371
	Iteration 11Q: 3 clusters Score -66447.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -66455.648438 Penalty: 3051.755371
	Iteration 12Q: 3 clusters Score -66455.65 nChanged 2
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: -66483.703125 Penalty: 3051.755371
	Iteration 13Q: 3 clusters Score -66483.7 nChanged 2
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: -66519.835938 Penalty: 3051.755371
	Iteration 14Q: 3 clusters Score -66519.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -66519.835938 Penalty: 3051.755371
	Iteration 15F: 3 clusters Score -66519.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22645 members 
Mstep: Class 2 contains 4319 members 
Mstep: Class 3 contains 1074 members 
Mstep: Class 4 contains 223858 members 
Mstep: Class 5 contains 4104 members 
Mstep: Class 6 contains 2260 members 
Mstep: Class 7 contains 9372 members 
Mstep: Class 8 contains 13916 members 
Mstep: Class 9 contains 7479 members 
Mstep: Class 10 contains 27208 members 
Mstep: Class 11 contains 11615 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 13 contains 3501 members 
Mstep: Class 14 contains 36448 members 
Mstep: Class 15 contains 181259 members 
Mstep: Class 16 contains 23102 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 9961 members 
Mstep: Class 19 contains 164698 members 
Mstep: Class 20 contains 55019 members 
Mstep: Class 21 contains 2417 members 
Mstep: Class 22 contains 686 members 
Mstep: Class 23 contains 4373 members 
Mstep: Class 24 contains 3352 members 
Mstep: Class 25 contains 38538 members 
Mstep: Class 26 contains 60664 members 
Mstep: Class 27 contains 28781 members 
Mstep: Class 28 contains 235 members 
Mstep: Class 29 contains 42520 members 
Mstep: Class 30 contains 10776 members 
Mstep: Class 31 contains 6562 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8498 members 
Mstep: Class 34 contains 437 members 
Mstep: Class 35 contains 3422 members 
Mstep: Class 36 contains 8266 members 
Mstep: Class 37 contains 3932 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1885 members 
Mstep: Class 40 contains 19228 members 
Mstep: Class 41 contains 423 members 
Mstep: Class 42 contains 3007 members 
Mstep: Class 43 contains 3343 members 
Mstep: Class 44 contains 1401 members 
Mstep: Class 45 contains 22206 members 
Mstep: Class 46 contains 13090 members 
Mstep: Class 47 contains 306 members 
Mstep: Class 48 contains 7849 members 
Mstep: Class 49 contains 26838 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 616 members 
Mstep: Class 52 contains 309 members 
Mstep: Class 53 contains 3102 members 
Mstep: Class 54 contains 347 members 
Mstep: Class 55 contains 4825 members 
Mstep: Class 56 contains 17268 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 284 members 
Mstep: Class 60 contains 4833 members 
Mstep: Class 61 contains 1768 members 
Mstep: Class 62 contains 1052 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 8306 members 
Mstep: Class 65 contains 503 members 
Mstep: Class 66 contains 665 members 
Mstep: Class 67 contains 2648 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 711 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 7991 members 
Mstep: Class 75 contains 892 members 
Mstep: Class 76 contains 504 members 
Mstep: Class 77 contains 631 members 
Mstep: Class 78 contains 235 members 
Entering Unmasked Estep 
Score: -147546064.000000 Penalty: 270583.718750
Splitting cluster 28 changes total score from -147547344.000000 to -147546064.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 29 (42520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42520 members 
Entering Unmasked Estep 
Score: -5385409.000000 Penalty: 2643.117188
	Iteration 0F: 2 clusters Score -5385409 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21225 members 
Mstep: Class 2 contains 21295 members 
Entering Unmasked Estep 
Score: -5356446.000000 Penalty: 5286.234375
	Iteration 0F: 3 clusters Score -5356446 nChanged 19666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20573 members 
Mstep: Class 2 contains 21947 members 
Entering Unmasked Estep 
Score: -5367675.000000 Penalty: 5286.234375
	Iteration 1F: 3 clusters Score -5367675 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19877 members 
Mstep: Class 2 contains 22643 members 
Entering Unmasked Estep 
Score: -5368728.000000 Penalty: 5286.234375
	Iteration 2F: 3 clusters Score -5368728 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18965 members 
Mstep: Class 2 contains 23555 members 
Entering Unmasked Estep 
Score: -5369985.000000 Penalty: 5286.234375
	Iteration 3F: 3 clusters Score -5369985 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17807 members 
Mstep: Class 2 contains 24713 members 
Entering Unmasked Estep 
Score: -5371515.000000 Penalty: 5286.234375
	Iteration 4F: 3 clusters Score -5371515 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16519 members 
Mstep: Class 2 contains 26001 members 
Entering Unmasked Estep 
Score: -5373011.500000 Penalty: 5286.234375
	Iteration 5F: 3 clusters Score -5373012 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15187 members 
Mstep: Class 2 contains 27333 members 
Entering Unmasked Estep 
Score: -5374348.000000 Penalty: 5286.234375
	Iteration 6F: 3 clusters Score -5374348 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13698 members 
Mstep: Class 2 contains 28822 members 
Entering Unmasked Estep 
Score: -5375422.500000 Penalty: 5286.234375
	Iteration 7F: 3 clusters Score -5375422 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12298 members 
Mstep: Class 2 contains 30222 members 
Entering Unmasked Estep 
Score: -5376328.000000 Penalty: 5286.234375
	Iteration 8Q: 3 clusters Score -5376328 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 31622 members 
Entering Unmasked Estep 
Score: -5377112.500000 Penalty: 5286.234375
	Iteration 9Q: 3 clusters Score -5377112 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 32975 members 
Entering Unmasked Estep 
Score: -5377840.000000 Penalty: 5286.234375
	Iteration 10Q: 3 clusters Score -5377840 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 34331 members 
Entering Unmasked Estep 
Score: -5378594.000000 Penalty: 5286.234375
	Iteration 11Q: 3 clusters Score -5378594 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 35621 members 
Entering Unmasked Estep 
Score: -5379368.500000 Penalty: 5286.234375
	Iteration 12Q: 3 clusters Score -5379368 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 36850 members 
Entering Unmasked Estep 
Score: -5380128.000000 Penalty: 5286.234375
	Iteration 13Q: 3 clusters Score -5380128 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 37895 members 
Entering Unmasked Estep 
Score: -5380836.500000 Penalty: 5286.234375
	Iteration 14Q: 3 clusters Score -5380836 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 38799 members 
Entering Unmasked Estep 
Score: -5381529.500000 Penalty: 5286.234375
	Iteration 15Q: 3 clusters Score -5381530 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 39497 members 
Entering Unmasked Estep 
Score: -5382130.000000 Penalty: 5286.234375
	Iteration 16Q: 3 clusters Score -5382130 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 40001 members 
Entering Unmasked Estep 
Score: -5382662.000000 Penalty: 5286.234375
	Iteration 17Q: 3 clusters Score -5382662 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 40348 members 
Entering Unmasked Estep 
Score: -5383089.500000 Penalty: 5286.234375
	Iteration 18Q: 3 clusters Score -5383090 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 40559 members 
Entering Unmasked Estep 
Score: -5383395.500000 Penalty: 5286.234375
	Iteration 19Q: 3 clusters Score -5383396 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 40710 members 
Entering Unmasked Estep 
Score: -5383678.000000 Penalty: 5286.234375
	Iteration 20F: 3 clusters Score -5383678 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 40817 members 
Entering Unmasked Estep 
Score: -5383899.500000 Penalty: 5286.234375
	Iteration 21Q: 3 clusters Score -5383900 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 40883 members 
Entering Unmasked Estep 
Score: -5384034.000000 Penalty: 5286.234375
	Iteration 22Q: 3 clusters Score -5384034 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 40939 members 
Entering Unmasked Estep 
Score: -5384143.000000 Penalty: 5286.234375
	Iteration 23Q: 3 clusters Score -5384143 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 41007 members 
Entering Unmasked Estep 
Score: -5384215.500000 Penalty: 5286.234375
	Iteration 24Q: 3 clusters Score -5384216 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 41064 members 
Entering Unmasked Estep 
Score: -5384273.000000 Penalty: 5286.234375
	Iteration 25Q: 3 clusters Score -5384273 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 41105 members 
Entering Unmasked Estep 
Score: -5384316.000000 Penalty: 5286.234375
	Iteration 26Q: 3 clusters Score -5384316 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 41145 members 
Entering Unmasked Estep 
Score: -5384349.500000 Penalty: 5286.234375
	Iteration 27Q: 3 clusters Score -5384350 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 41172 members 
Entering Unmasked Estep 
Score: -5384367.000000 Penalty: 5286.234375
	Iteration 28Q: 3 clusters Score -5384367 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 41194 members 
Entering Unmasked Estep 
Score: -5384390.500000 Penalty: 5286.234375
	Iteration 29Q: 3 clusters Score -5384390 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 41208 members 
Entering Unmasked Estep 
Score: -5384408.500000 Penalty: 5286.234375
	Iteration 30Q: 3 clusters Score -5384408 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 41218 members 
Entering Unmasked Estep 
Score: -5384414.500000 Penalty: 5286.234375
	Iteration 31Q: 3 clusters Score -5384414 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 41227 members 
Entering Unmasked Estep 
Score: -5384416.500000 Penalty: 5286.234375
	Iteration 32Q: 3 clusters Score -5384416 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 41237 members 
Entering Unmasked Estep 
Score: -5384422.000000 Penalty: 5286.234375
	Iteration 33Q: 3 clusters Score -5384422 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 41243 members 
Entering Unmasked Estep 
Score: -5384427.000000 Penalty: 5286.234375
	Iteration 34Q: 3 clusters Score -5384427 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 41244 members 
Entering Unmasked Estep 
Score: -5384425.000000 Penalty: 5286.234375
	Iteration 35Q: 3 clusters Score -5384425 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 41244 members 
Entering Unmasked Estep 
Score: -5384425.000000 Penalty: 5286.234375
	Iteration 36F: 3 clusters Score -5384425 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (10776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10776 members 
Entering Unmasked Estep 
Score: -1348804.500000 Penalty: 2302.699219
	Iteration 0F: 2 clusters Score -1348804 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -1340680.875000 Penalty: 4605.398438
	Iteration 0F: 3 clusters Score -1340681 nChanged 4454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -1343014.000000 Penalty: 4605.398438
	Iteration 1F: 3 clusters Score -1343014 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -1343363.250000 Penalty: 4605.398438
	Iteration 2F: 3 clusters Score -1343363 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -1343628.750000 Penalty: 4605.398438
	Iteration 3F: 3 clusters Score -1343629 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -1343895.375000 Penalty: 4605.398438
	Iteration 4Q: 3 clusters Score -1343895 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -1344170.125000 Penalty: 4605.398438
	Iteration 5Q: 3 clusters Score -1344170 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -1344489.625000 Penalty: 4605.398438
	Iteration 6Q: 3 clusters Score -1344490 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -1344828.125000 Penalty: 4605.398438
	Iteration 7Q: 3 clusters Score -1344828 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -1345198.750000 Penalty: 4605.398438
	Iteration 8Q: 3 clusters Score -1345199 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -1345618.625000 Penalty: 4605.398438
	Iteration 9F: 3 clusters Score -1345619 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -1346008.125000 Penalty: 4605.398438
	Iteration 10Q: 3 clusters Score -1346008 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -1346384.625000 Penalty: 4605.398438
	Iteration 11Q: 3 clusters Score -1346385 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -1346723.250000 Penalty: 4605.398438
	Iteration 12Q: 3 clusters Score -1346723 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -1346994.375000 Penalty: 4605.398438
	Iteration 13Q: 3 clusters Score -1346994 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -1347187.375000 Penalty: 4605.398438
	Iteration 14Q: 3 clusters Score -1347187 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -1347310.000000 Penalty: 4605.398438
	Iteration 15Q: 3 clusters Score -1347310 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -1347408.750000 Penalty: 4605.398438
	Iteration 16Q: 3 clusters Score -1347409 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -1347469.375000 Penalty: 4605.398438
	Iteration 17Q: 3 clusters Score -1347469 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -1347510.875000 Penalty: 4605.398438
	Iteration 18Q: 3 clusters Score -1347511 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -1347538.625000 Penalty: 4605.398438
	Iteration 19Q: 3 clusters Score -1347539 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -1347558.250000 Penalty: 4605.398438
	Iteration 20F: 3 clusters Score -1347558 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -1347566.250000 Penalty: 4605.398438
	Iteration 21Q: 3 clusters Score -1347566 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -1347574.875000 Penalty: 4605.398438
	Iteration 22Q: 3 clusters Score -1347575 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -1347576.500000 Penalty: 4605.398438
	Iteration 23Q: 3 clusters Score -1347576 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -1347580.750000 Penalty: 4605.398438
	Iteration 24Q: 3 clusters Score -1347581 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -1347579.375000 Penalty: 4605.398438
	Iteration 25Q: 3 clusters Score -1347579 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -1347580.500000 Penalty: 4605.398438
	Iteration 26Q: 3 clusters Score -1347580 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -1347586.375000 Penalty: 4605.398438
	Iteration 27Q: 3 clusters Score -1347586 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -1347586.500000 Penalty: 4605.398438
	Iteration 28Q: 3 clusters Score -1347586 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -1347583.625000 Penalty: 4605.398438
	Iteration 29Q: 3 clusters Score -1347584 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -1347588.375000 Penalty: 4605.398438
	Iteration 30Q: 3 clusters Score -1347588 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -1347588.125000 Penalty: 4605.398438
	Iteration 31Q: 3 clusters Score -1347588 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -1347591.750000 Penalty: 4605.398438
	Iteration 32Q: 3 clusters Score -1347592 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -1347592.375000 Penalty: 4605.398438
	Iteration 33Q: 3 clusters Score -1347592 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -1347590.875000 Penalty: 4605.398438
	Iteration 34Q: 3 clusters Score -1347591 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -1347591.750000 Penalty: 4605.398438
	Iteration 35Q: 3 clusters Score -1347592 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -1347594.250000 Penalty: 4605.398438
	Iteration 36Q: 3 clusters Score -1347594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -1347595.000000 Penalty: 4605.398438
	Iteration 37Q: 3 clusters Score -1347595 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -1347595.000000 Penalty: 4605.398438
	Iteration 38F: 3 clusters Score -1347595 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (6562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Entering Unmasked Estep 
Score: -847940.437500 Penalty: 2179.684570
	Iteration 0F: 2 clusters Score -847940.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -842392.500000 Penalty: 4359.369141
	Iteration 0F: 3 clusters Score -842392.5 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -843814.250000 Penalty: 4359.369141
	Iteration 1F: 3 clusters Score -843814.2 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -844067.687500 Penalty: 4359.369141
	Iteration 2F: 3 clusters Score -844067.7 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -844232.875000 Penalty: 4359.369141
	Iteration 3F: 3 clusters Score -844232.9 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -844333.187500 Penalty: 4359.369141
	Iteration 4Q: 3 clusters Score -844333.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -844401.687500 Penalty: 4359.369141
	Iteration 5Q: 3 clusters Score -844401.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -844465.375000 Penalty: 4359.369141
	Iteration 6Q: 3 clusters Score -844465.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -844524.000000 Penalty: 4359.369141
	Iteration 7Q: 3 clusters Score -844524 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -844588.937500 Penalty: 4359.369141
	Iteration 8Q: 3 clusters Score -844588.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -844652.250000 Penalty: 4359.369141
	Iteration 9Q: 3 clusters Score -844652.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -844701.687500 Penalty: 4359.369141
	Iteration 10Q: 3 clusters Score -844701.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -844749.937500 Penalty: 4359.369141
	Iteration 11Q: 3 clusters Score -844749.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -844807.687500 Penalty: 4359.369141
	Iteration 12Q: 3 clusters Score -844807.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -844866.500000 Penalty: 4359.369141
	Iteration 13Q: 3 clusters Score -844866.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -844930.562500 Penalty: 4359.369141
	Iteration 14Q: 3 clusters Score -844930.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -844983.625000 Penalty: 4359.369141
	Iteration 15Q: 3 clusters Score -844983.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -845044.875000 Penalty: 4359.369141
	Iteration 16Q: 3 clusters Score -845044.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -845099.687500 Penalty: 4359.369141
	Iteration 17Q: 3 clusters Score -845099.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -845171.937500 Penalty: 4359.369141
	Iteration 18Q: 3 clusters Score -845171.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -845271.062500 Penalty: 4359.369141
	Iteration 19Q: 3 clusters Score -845271.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -845391.812500 Penalty: 4359.369141
	Iteration 20F: 3 clusters Score -845391.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -845538.500000 Penalty: 4359.369141
	Iteration 21Q: 3 clusters Score -845538.5 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -845711.687500 Penalty: 4359.369141
	Iteration 22Q: 3 clusters Score -845711.7 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -845897.312500 Penalty: 4359.369141
	Iteration 23Q: 3 clusters Score -845897.3 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -846110.375000 Penalty: 4359.369141
	Iteration 24Q: 3 clusters Score -846110.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -846362.437500 Penalty: 4359.369141
	Iteration 25Q: 3 clusters Score -846362.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -846591.750000 Penalty: 4359.369141
	Iteration 26Q: 3 clusters Score -846591.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -846772.875000 Penalty: 4359.369141
	Iteration 27Q: 3 clusters Score -846772.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -846868.312500 Penalty: 4359.369141
	Iteration 28Q: 3 clusters Score -846868.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -846917.562500 Penalty: 4359.369141
	Iteration 29Q: 3 clusters Score -846917.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -846949.875000 Penalty: 4359.369141
	Iteration 30Q: 3 clusters Score -846949.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -846964.062500 Penalty: 4359.369141
	Iteration 31Q: 3 clusters Score -846964.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -846978.312500 Penalty: 4359.369141
	Iteration 32Q: 3 clusters Score -846978.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -846983.937500 Penalty: 4359.369141
	Iteration 33Q: 3 clusters Score -846983.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -846995.000000 Penalty: 4359.369141
	Iteration 34Q: 3 clusters Score -846995 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -846999.375000 Penalty: 4359.369141
	Iteration 35Q: 3 clusters Score -846999.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -847001.000000 Penalty: 4359.369141
	Iteration 36Q: 3 clusters Score -847001 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -847001.812500 Penalty: 4359.369141
	Iteration 37Q: 3 clusters Score -847001.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -847001.812500 Penalty: 4359.369141
	Iteration 38F: 3 clusters Score -847001.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Entering Unmasked Estep 
Score: -30316.671875 Penalty: 1537.222656
	Iteration 0F: 2 clusters Score -30316.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -29170.105469 Penalty: 3074.445312
	Iteration 0F: 3 clusters Score -29170.11 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -29659.808594 Penalty: 3074.445312
	Iteration 1F: 3 clusters Score -29659.81 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -29829.689453 Penalty: 3074.445312
	Iteration 2F: 3 clusters Score -29829.69 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -29978.806641 Penalty: 3074.445312
	Iteration 3Q: 3 clusters Score -29978.81 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -30058.292969 Penalty: 3074.445312
	Iteration 4Q: 3 clusters Score -30058.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -30079.810547 Penalty: 3074.445312
	Iteration 5Q: 3 clusters Score -30079.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -30089.130859 Penalty: 3074.445312
	Iteration 6Q: 3 clusters Score -30089.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -30089.130859 Penalty: 3074.445312
	Iteration 7F: 3 clusters Score -30089.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (8498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Entering Unmasked Estep 
Score: -1051384.750000 Penalty: 2243.801514
	Iteration 0F: 2 clusters Score -1051385 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -1044668.125000 Penalty: 4487.603027
	Iteration 0F: 3 clusters Score -1044668 nChanged 3525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -1046652.750000 Penalty: 4487.603027
	Iteration 1F: 3 clusters Score -1046653 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -1047011.437500 Penalty: 4487.603027
	Iteration 2F: 3 clusters Score -1047011 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -1047316.625000 Penalty: 4487.603027
	Iteration 3F: 3 clusters Score -1047317 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -1047589.562500 Penalty: 4487.603027
	Iteration 4Q: 3 clusters Score -1047590 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -1047850.625000 Penalty: 4487.603027
	Iteration 5Q: 3 clusters Score -1047851 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -1048053.812500 Penalty: 4487.603027
	Iteration 6Q: 3 clusters Score -1048054 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -1048225.375000 Penalty: 4487.603027
	Iteration 7Q: 3 clusters Score -1048225 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -1048379.375000 Penalty: 4487.603027
	Iteration 8Q: 3 clusters Score -1048379 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -1048503.687500 Penalty: 4487.603027
	Iteration 9Q: 3 clusters Score -1048504 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -1048601.375000 Penalty: 4487.603027
	Iteration 10Q: 3 clusters Score -1048601 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -1048674.000000 Penalty: 4487.603027
	Iteration 11Q: 3 clusters Score -1048674 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -1048740.500000 Penalty: 4487.603027
	Iteration 12Q: 3 clusters Score -1048740 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -1048791.750000 Penalty: 4487.603027
	Iteration 13Q: 3 clusters Score -1048792 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -1048825.750000 Penalty: 4487.603027
	Iteration 14Q: 3 clusters Score -1048826 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -1048854.125000 Penalty: 4487.603027
	Iteration 15Q: 3 clusters Score -1048854 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -1048881.500000 Penalty: 4487.603027
	Iteration 16Q: 3 clusters Score -1048882 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -1048903.500000 Penalty: 4487.603027
	Iteration 17Q: 3 clusters Score -1048904 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -1048919.500000 Penalty: 4487.603027
	Iteration 18Q: 3 clusters Score -1048920 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -1048937.250000 Penalty: 4487.603027
	Iteration 19Q: 3 clusters Score -1048937 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -1048948.375000 Penalty: 4487.603027
	Iteration 20F: 3 clusters Score -1048948 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -1048964.000000 Penalty: 4487.603027
	Iteration 21Q: 3 clusters Score -1048964 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -1048975.750000 Penalty: 4487.603027
	Iteration 22Q: 3 clusters Score -1048976 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -1048993.500000 Penalty: 4487.603027
	Iteration 23Q: 3 clusters Score -1048994 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -1049009.125000 Penalty: 4487.603027
	Iteration 24Q: 3 clusters Score -1049009 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -1049032.250000 Penalty: 4487.603027
	Iteration 25Q: 3 clusters Score -1049032 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -1049069.125000 Penalty: 4487.603027
	Iteration 26Q: 3 clusters Score -1049069 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -1049122.250000 Penalty: 4487.603027
	Iteration 27Q: 3 clusters Score -1049122 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -1049209.375000 Penalty: 4487.603027
	Iteration 28Q: 3 clusters Score -1049209 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -1049346.125000 Penalty: 4487.603027
	Iteration 29Q: 3 clusters Score -1049346 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -1049536.625000 Penalty: 4487.603027
	Iteration 30Q: 3 clusters Score -1049537 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -1049850.500000 Penalty: 4487.603027
	Iteration 31Q: 3 clusters Score -1049850 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -1050237.125000 Penalty: 4487.603027
	Iteration 32Q: 3 clusters Score -1050237 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -1050480.875000 Penalty: 4487.603027
	Iteration 33Q: 3 clusters Score -1050481 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -1050617.875000 Penalty: 4487.603027
	Iteration 34Q: 3 clusters Score -1050618 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -1050734.375000 Penalty: 4487.603027
	Iteration 35Q: 3 clusters Score -1050734 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -1050835.500000 Penalty: 4487.603027
	Iteration 36Q: 3 clusters Score -1050836 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -1050938.375000 Penalty: 4487.603027
	Iteration 37Q: 3 clusters Score -1050938 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -1051000.875000 Penalty: 4487.603027
	Iteration 38Q: 3 clusters Score -1051001 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -1051040.500000 Penalty: 4487.603027
	Iteration 39Q: 3 clusters Score -1051040 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -1051077.000000 Penalty: 4487.603027
	Iteration 40F: 3 clusters Score -1051077 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -1051098.625000 Penalty: 4487.603027
	Iteration 41Q: 3 clusters Score -1051099 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -1051111.625000 Penalty: 4487.603027
	Iteration 42Q: 3 clusters Score -1051112 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -1051123.000000 Penalty: 4487.603027
	Iteration 43Q: 3 clusters Score -1051123 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -1051128.250000 Penalty: 4487.603027
	Iteration 44Q: 3 clusters Score -1051128 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -1051131.250000 Penalty: 4487.603027
	Iteration 45Q: 3 clusters Score -1051131 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -1051137.875000 Penalty: 4487.603027
	Iteration 46Q: 3 clusters Score -1051138 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -1051140.875000 Penalty: 4487.603027
	Iteration 47Q: 3 clusters Score -1051141 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -1051140.625000 Penalty: 4487.603027
	Iteration 48Q: 3 clusters Score -1051141 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -1051142.125000 Penalty: 4487.603027
	Iteration 49Q: 3 clusters Score -1051142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -1051140.250000 Penalty: 4487.603027
	Iteration 50Q: 3 clusters Score -1051140 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -1051144.750000 Penalty: 4487.603027
	Iteration 51Q: 3 clusters Score -1051145 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -1051141.750000 Penalty: 4487.603027
	Iteration 52Q: 3 clusters Score -1051142 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -1051141.750000 Penalty: 4487.603027
	Iteration 53F: 3 clusters Score -1051142 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Entering Unmasked Estep 
Score: -61724.953125 Penalty: 1507.823486
	Iteration 0F: 2 clusters Score -61724.95 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 232 members 
Entering Unmasked Estep 
Score: -60414.343750 Penalty: 3015.646973
	Iteration 0F: 3 clusters Score -60414.34 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -60869.671875 Penalty: 3015.646973
	Iteration 1F: 3 clusters Score -60869.67 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -61180.472656 Penalty: 3015.646973
	Iteration 2F: 3 clusters Score -61180.47 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -61436.500000 Penalty: 3015.646973
	Iteration 3Q: 3 clusters Score -61436.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -61678.527344 Penalty: 3015.646973
	Iteration 4Q: 3 clusters Score -61678.53 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -61766.476562 Penalty: 3015.646973
	Iteration 5Q: 3 clusters Score -61766.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -61855.414062 Penalty: 3015.646973
	Iteration 6Q: 3 clusters Score -61855.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -61954.218750 Penalty: 3015.646973
	Iteration 7Q: 3 clusters Score -61954.22 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -61994.171875 Penalty: 3015.646973
	Iteration 8Q: 3 clusters Score -61994.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -62003.578125 Penalty: 3015.646973
	Iteration 9Q: 3 clusters Score -62003.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -62003.578125 Penalty: 3015.646973
	Iteration 10F: 3 clusters Score -62003.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22645 members 
Mstep: Class 2 contains 4319 members 
Mstep: Class 3 contains 1074 members 
Mstep: Class 4 contains 223858 members 
Mstep: Class 5 contains 4104 members 
Mstep: Class 6 contains 2260 members 
Mstep: Class 7 contains 9372 members 
Mstep: Class 8 contains 13916 members 
Mstep: Class 9 contains 7479 members 
Mstep: Class 10 contains 27208 members 
Mstep: Class 11 contains 11615 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 13 contains 3501 members 
Mstep: Class 14 contains 36448 members 
Mstep: Class 15 contains 181259 members 
Mstep: Class 16 contains 23102 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 9961 members 
Mstep: Class 19 contains 164698 members 
Mstep: Class 20 contains 55019 members 
Mstep: Class 21 contains 2417 members 
Mstep: Class 22 contains 686 members 
Mstep: Class 23 contains 4373 members 
Mstep: Class 24 contains 3352 members 
Mstep: Class 25 contains 38538 members 
Mstep: Class 26 contains 60664 members 
Mstep: Class 27 contains 28781 members 
Mstep: Class 28 contains 470 members 
Mstep: Class 29 contains 42520 members 
Mstep: Class 30 contains 10776 members 
Mstep: Class 31 contains 6562 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8498 members 
Mstep: Class 34 contains 237 members 
Mstep: Class 35 contains 3422 members 
Mstep: Class 36 contains 8266 members 
Mstep: Class 37 contains 3932 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1885 members 
Mstep: Class 40 contains 19228 members 
Mstep: Class 41 contains 423 members 
Mstep: Class 42 contains 3007 members 
Mstep: Class 43 contains 3343 members 
Mstep: Class 44 contains 1401 members 
Mstep: Class 45 contains 22206 members 
Mstep: Class 46 contains 13090 members 
Mstep: Class 47 contains 306 members 
Mstep: Class 48 contains 7849 members 
Mstep: Class 49 contains 26838 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 616 members 
Mstep: Class 52 contains 309 members 
Mstep: Class 53 contains 3102 members 
Mstep: Class 54 contains 347 members 
Mstep: Class 55 contains 4825 members 
Mstep: Class 56 contains 17268 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 284 members 
Mstep: Class 60 contains 4833 members 
Mstep: Class 61 contains 1768 members 
Mstep: Class 62 contains 1052 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 8306 members 
Mstep: Class 65 contains 503 members 
Mstep: Class 66 contains 665 members 
Mstep: Class 67 contains 2648 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 711 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 7991 members 
Mstep: Class 75 contains 892 members 
Mstep: Class 76 contains 504 members 
Mstep: Class 77 contains 631 members 
Mstep: Class 78 contains 200 members 
Entering Unmasked Estep 
Score: -147545536.000000 Penalty: 270583.718750
Splitting cluster 34 changes total score from -147547344.000000 to -147545536.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 35 (3422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Entering Unmasked Estep 
Score: -426926.406250 Penalty: 2018.219116
	Iteration 0F: 2 clusters Score -426926.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -423341.843750 Penalty: 4036.438232
	Iteration 0F: 3 clusters Score -423341.8 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -424140.875000 Penalty: 4036.438232
	Iteration 1F: 3 clusters Score -424140.9 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -424325.187500 Penalty: 4036.438232
	Iteration 2F: 3 clusters Score -424325.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -424436.718750 Penalty: 4036.438232
	Iteration 3Q: 3 clusters Score -424436.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -424524.937500 Penalty: 4036.438232
	Iteration 4Q: 3 clusters Score -424524.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -424592.687500 Penalty: 4036.438232
	Iteration 5Q: 3 clusters Score -424592.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -424646.718750 Penalty: 4036.438232
	Iteration 6Q: 3 clusters Score -424646.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -424693.718750 Penalty: 4036.438232
	Iteration 7Q: 3 clusters Score -424693.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -424743.062500 Penalty: 4036.438232
	Iteration 8Q: 3 clusters Score -424743.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -424791.062500 Penalty: 4036.438232
	Iteration 9Q: 3 clusters Score -424791.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -424824.093750 Penalty: 4036.438232
	Iteration 10Q: 3 clusters Score -424824.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -424851.656250 Penalty: 4036.438232
	Iteration 11Q: 3 clusters Score -424851.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -424871.000000 Penalty: 4036.438232
	Iteration 12Q: 3 clusters Score -424871 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -424887.906250 Penalty: 4036.438232
	Iteration 13Q: 3 clusters Score -424887.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -424902.250000 Penalty: 4036.438232
	Iteration 14Q: 3 clusters Score -424902.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -424918.218750 Penalty: 4036.438232
	Iteration 15Q: 3 clusters Score -424918.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -424934.500000 Penalty: 4036.438232
	Iteration 16Q: 3 clusters Score -424934.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -424944.812500 Penalty: 4036.438232
	Iteration 17Q: 3 clusters Score -424944.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -424955.937500 Penalty: 4036.438232
	Iteration 18Q: 3 clusters Score -424955.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -424965.843750 Penalty: 4036.438232
	Iteration 19Q: 3 clusters Score -424965.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -424975.937500 Penalty: 4036.438232
	Iteration 20F: 3 clusters Score -424975.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -424985.406250 Penalty: 4036.438232
	Iteration 21Q: 3 clusters Score -424985.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -424995.750000 Penalty: 4036.438232
	Iteration 22Q: 3 clusters Score -424995.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -425006.781250 Penalty: 4036.438232
	Iteration 23Q: 3 clusters Score -425006.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -425011.875000 Penalty: 4036.438232
	Iteration 24Q: 3 clusters Score -425011.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -425017.843750 Penalty: 4036.438232
	Iteration 25Q: 3 clusters Score -425017.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -425023.875000 Penalty: 4036.438232
	Iteration 26Q: 3 clusters Score -425023.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -425028.000000 Penalty: 4036.438232
	Iteration 27Q: 3 clusters Score -425028 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -425031.250000 Penalty: 4036.438232
	Iteration 28Q: 3 clusters Score -425031.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -425032.750000 Penalty: 4036.438232
	Iteration 29Q: 3 clusters Score -425032.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -425034.375000 Penalty: 4036.438232
	Iteration 30Q: 3 clusters Score -425034.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -425036.250000 Penalty: 4036.438232
	Iteration 31Q: 3 clusters Score -425036.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -425039.812500 Penalty: 4036.438232
	Iteration 32Q: 3 clusters Score -425039.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -425040.000000 Penalty: 4036.438232
	Iteration 33Q: 3 clusters Score -425040 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -425042.125000 Penalty: 4036.438232
	Iteration 34Q: 3 clusters Score -425042.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -425044.687500 Penalty: 4036.438232
	Iteration 35Q: 3 clusters Score -425044.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -425046.343750 Penalty: 4036.438232
	Iteration 36Q: 3 clusters Score -425046.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -425048.812500 Penalty: 4036.438232
	Iteration 37Q: 3 clusters Score -425048.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -425049.718750 Penalty: 4036.438232
	Iteration 38Q: 3 clusters Score -425049.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -425049.656250 Penalty: 4036.438232
	Iteration 39Q: 3 clusters Score -425049.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -425050.687500 Penalty: 4036.438232
	Iteration 40F: 3 clusters Score -425050.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -425050.468750 Penalty: 4036.438232
	Iteration 41Q: 3 clusters Score -425050.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -425051.312500 Penalty: 4036.438232
	Iteration 42Q: 3 clusters Score -425051.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -425052.062500 Penalty: 4036.438232
	Iteration 43Q: 3 clusters Score -425052.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -425051.906250 Penalty: 4036.438232
	Iteration 44Q: 3 clusters Score -425051.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -425051.906250 Penalty: 4036.438232
	Iteration 45F: 3 clusters Score -425051.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (8266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Entering Unmasked Estep 
Score: -932432.062500 Penalty: 2236.936768
	Iteration 0F: 2 clusters Score -932432.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -925796.375000 Penalty: 4473.873535
	Iteration 0F: 3 clusters Score -925796.4 nChanged 3422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -927811.125000 Penalty: 4473.873535
	Iteration 1F: 3 clusters Score -927811.1 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -928259.062500 Penalty: 4473.873535
	Iteration 2F: 3 clusters Score -928259.1 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -928656.687500 Penalty: 4473.873535
	Iteration 3F: 3 clusters Score -928656.7 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -928951.125000 Penalty: 4473.873535
	Iteration 4F: 3 clusters Score -928951.1 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -929262.937500 Penalty: 4473.873535
	Iteration 5F: 3 clusters Score -929262.9 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -929533.812500 Penalty: 4473.873535
	Iteration 6Q: 3 clusters Score -929533.8 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -929724.125000 Penalty: 4473.873535
	Iteration 7Q: 3 clusters Score -929724.1 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -929861.250000 Penalty: 4473.873535
	Iteration 8Q: 3 clusters Score -929861.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -929965.062500 Penalty: 4473.873535
	Iteration 9Q: 3 clusters Score -929965.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -930040.625000 Penalty: 4473.873535
	Iteration 10Q: 3 clusters Score -930040.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -930119.937500 Penalty: 4473.873535
	Iteration 11Q: 3 clusters Score -930119.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -930204.687500 Penalty: 4473.873535
	Iteration 12Q: 3 clusters Score -930204.7 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -930296.500000 Penalty: 4473.873535
	Iteration 13Q: 3 clusters Score -930296.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -930388.250000 Penalty: 4473.873535
	Iteration 14Q: 3 clusters Score -930388.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -930467.500000 Penalty: 4473.873535
	Iteration 15Q: 3 clusters Score -930467.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -930531.375000 Penalty: 4473.873535
	Iteration 16Q: 3 clusters Score -930531.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -930585.062500 Penalty: 4473.873535
	Iteration 17Q: 3 clusters Score -930585.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -930636.750000 Penalty: 4473.873535
	Iteration 18Q: 3 clusters Score -930636.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -930677.437500 Penalty: 4473.873535
	Iteration 19Q: 3 clusters Score -930677.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -930706.625000 Penalty: 4473.873535
	Iteration 20F: 3 clusters Score -930706.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -930741.187500 Penalty: 4473.873535
	Iteration 21Q: 3 clusters Score -930741.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -930770.437500 Penalty: 4473.873535
	Iteration 22Q: 3 clusters Score -930770.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -930791.687500 Penalty: 4473.873535
	Iteration 23Q: 3 clusters Score -930791.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -930804.375000 Penalty: 4473.873535
	Iteration 24Q: 3 clusters Score -930804.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -930818.250000 Penalty: 4473.873535
	Iteration 25Q: 3 clusters Score -930818.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -930832.625000 Penalty: 4473.873535
	Iteration 26Q: 3 clusters Score -930832.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -930845.062500 Penalty: 4473.873535
	Iteration 27Q: 3 clusters Score -930845.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -930856.750000 Penalty: 4473.873535
	Iteration 28Q: 3 clusters Score -930856.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -930872.375000 Penalty: 4473.873535
	Iteration 29Q: 3 clusters Score -930872.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -930889.937500 Penalty: 4473.873535
	Iteration 30Q: 3 clusters Score -930889.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -930905.812500 Penalty: 4473.873535
	Iteration 31Q: 3 clusters Score -930905.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -930921.312500 Penalty: 4473.873535
	Iteration 32Q: 3 clusters Score -930921.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -930935.500000 Penalty: 4473.873535
	Iteration 33Q: 3 clusters Score -930935.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -930944.312500 Penalty: 4473.873535
	Iteration 34Q: 3 clusters Score -930944.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -930951.812500 Penalty: 4473.873535
	Iteration 35Q: 3 clusters Score -930951.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -930956.375000 Penalty: 4473.873535
	Iteration 36Q: 3 clusters Score -930956.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -930961.062500 Penalty: 4473.873535
	Iteration 37Q: 3 clusters Score -930961.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -930966.500000 Penalty: 4473.873535
	Iteration 38Q: 3 clusters Score -930966.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -930969.875000 Penalty: 4473.873535
	Iteration 39Q: 3 clusters Score -930969.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -930971.250000 Penalty: 4473.873535
	Iteration 40F: 3 clusters Score -930971.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -930972.625000 Penalty: 4473.873535
	Iteration 41Q: 3 clusters Score -930972.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -930972.812500 Penalty: 4473.873535
	Iteration 42Q: 3 clusters Score -930972.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -930972.500000 Penalty: 4473.873535
	Iteration 43Q: 3 clusters Score -930972.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -930978.250000 Penalty: 4473.873535
	Iteration 44Q: 3 clusters Score -930978.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -930979.500000 Penalty: 4473.873535
	Iteration 45Q: 3 clusters Score -930979.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -930982.375000 Penalty: 4473.873535
	Iteration 46Q: 3 clusters Score -930982.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -930980.625000 Penalty: 4473.873535
	Iteration 47Q: 3 clusters Score -930980.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -930985.312500 Penalty: 4473.873535
	Iteration 48Q: 3 clusters Score -930985.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -930984.250000 Penalty: 4473.873535
	Iteration 49Q: 3 clusters Score -930984.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -930985.437500 Penalty: 4473.873535
	Iteration 50Q: 3 clusters Score -930985.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -930985.562500 Penalty: 4473.873535
	Iteration 51Q: 3 clusters Score -930985.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -930985.750000 Penalty: 4473.873535
	Iteration 52Q: 3 clusters Score -930985.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -930985.375000 Penalty: 4473.873535
	Iteration 53Q: 3 clusters Score -930985.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -930984.437500 Penalty: 4473.873535
	Iteration 54Q: 3 clusters Score -930984.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -930986.500000 Penalty: 4473.873535
	Iteration 55Q: 3 clusters Score -930986.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -930986.500000 Penalty: 4473.873535
	Iteration 56F: 3 clusters Score -930986.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (3932 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Entering Unmasked Estep 
Score: -493657.125000 Penalty: 2052.671875
	Iteration 0F: 2 clusters Score -493657.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -489766.687500 Penalty: 4105.343750
	Iteration 0F: 3 clusters Score -489766.7 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -490625.593750 Penalty: 4105.343750
	Iteration 1F: 3 clusters Score -490625.6 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -490858.156250 Penalty: 4105.343750
	Iteration 2F: 3 clusters Score -490858.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -491019.031250 Penalty: 4105.343750
	Iteration 3F: 3 clusters Score -491019 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -491119.437500 Penalty: 4105.343750
	Iteration 4Q: 3 clusters Score -491119.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -491184.562500 Penalty: 4105.343750
	Iteration 5Q: 3 clusters Score -491184.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -491238.125000 Penalty: 4105.343750
	Iteration 6Q: 3 clusters Score -491238.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -491279.875000 Penalty: 4105.343750
	Iteration 7Q: 3 clusters Score -491279.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -491320.625000 Penalty: 4105.343750
	Iteration 8Q: 3 clusters Score -491320.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -491359.343750 Penalty: 4105.343750
	Iteration 9Q: 3 clusters Score -491359.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -491388.812500 Penalty: 4105.343750
	Iteration 10Q: 3 clusters Score -491388.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -491413.375000 Penalty: 4105.343750
	Iteration 11Q: 3 clusters Score -491413.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -491427.406250 Penalty: 4105.343750
	Iteration 12Q: 3 clusters Score -491427.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -491435.906250 Penalty: 4105.343750
	Iteration 13Q: 3 clusters Score -491435.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -491447.687500 Penalty: 4105.343750
	Iteration 14Q: 3 clusters Score -491447.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -491454.218750 Penalty: 4105.343750
	Iteration 15Q: 3 clusters Score -491454.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -491460.156250 Penalty: 4105.343750
	Iteration 16Q: 3 clusters Score -491460.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -491469.312500 Penalty: 4105.343750
	Iteration 17Q: 3 clusters Score -491469.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -491481.343750 Penalty: 4105.343750
	Iteration 18Q: 3 clusters Score -491481.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -491492.343750 Penalty: 4105.343750
	Iteration 19Q: 3 clusters Score -491492.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -491503.187500 Penalty: 4105.343750
	Iteration 20F: 3 clusters Score -491503.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -491513.781250 Penalty: 4105.343750
	Iteration 21Q: 3 clusters Score -491513.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -491523.062500 Penalty: 4105.343750
	Iteration 22Q: 3 clusters Score -491523.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -491534.312500 Penalty: 4105.343750
	Iteration 23Q: 3 clusters Score -491534.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -491548.468750 Penalty: 4105.343750
	Iteration 24Q: 3 clusters Score -491548.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -491560.718750 Penalty: 4105.343750
	Iteration 25Q: 3 clusters Score -491560.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -491572.906250 Penalty: 4105.343750
	Iteration 26Q: 3 clusters Score -491572.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -491585.625000 Penalty: 4105.343750
	Iteration 27Q: 3 clusters Score -491585.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -491598.656250 Penalty: 4105.343750
	Iteration 28Q: 3 clusters Score -491598.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -491606.281250 Penalty: 4105.343750
	Iteration 29Q: 3 clusters Score -491606.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -491619.937500 Penalty: 4105.343750
	Iteration 30Q: 3 clusters Score -491619.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -491631.687500 Penalty: 4105.343750
	Iteration 31Q: 3 clusters Score -491631.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -491647.156250 Penalty: 4105.343750
	Iteration 32Q: 3 clusters Score -491647.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -491658.468750 Penalty: 4105.343750
	Iteration 33Q: 3 clusters Score -491658.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -491669.468750 Penalty: 4105.343750
	Iteration 34Q: 3 clusters Score -491669.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -491678.625000 Penalty: 4105.343750
	Iteration 35Q: 3 clusters Score -491678.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -491689.531250 Penalty: 4105.343750
	Iteration 36Q: 3 clusters Score -491689.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -491697.312500 Penalty: 4105.343750
	Iteration 37Q: 3 clusters Score -491697.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -491707.250000 Penalty: 4105.343750
	Iteration 38Q: 3 clusters Score -491707.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -491720.375000 Penalty: 4105.343750
	Iteration 39Q: 3 clusters Score -491720.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -491732.781250 Penalty: 4105.343750
	Iteration 40F: 3 clusters Score -491732.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -491746.875000 Penalty: 4105.343750
	Iteration 41Q: 3 clusters Score -491746.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -491757.718750 Penalty: 4105.343750
	Iteration 42Q: 3 clusters Score -491757.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -491767.656250 Penalty: 4105.343750
	Iteration 43Q: 3 clusters Score -491767.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -491775.437500 Penalty: 4105.343750
	Iteration 44Q: 3 clusters Score -491775.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -491784.468750 Penalty: 4105.343750
	Iteration 45Q: 3 clusters Score -491784.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -491795.781250 Penalty: 4105.343750
	Iteration 46Q: 3 clusters Score -491795.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -491806.562500 Penalty: 4105.343750
	Iteration 47Q: 3 clusters Score -491806.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -491817.875000 Penalty: 4105.343750
	Iteration 48Q: 3 clusters Score -491817.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -491830.031250 Penalty: 4105.343750
	Iteration 49Q: 3 clusters Score -491830 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -491848.906250 Penalty: 4105.343750
	Iteration 50Q: 3 clusters Score -491848.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -491873.406250 Penalty: 4105.343750
	Iteration 51Q: 3 clusters Score -491873.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -491898.562500 Penalty: 4105.343750
	Iteration 52Q: 3 clusters Score -491898.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -491929.468750 Penalty: 4105.343750
	Iteration 53Q: 3 clusters Score -491929.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -491959.000000 Penalty: 4105.343750
	Iteration 54Q: 3 clusters Score -491959 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -491984.562500 Penalty: 4105.343750
	Iteration 55Q: 3 clusters Score -491984.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -492005.375000 Penalty: 4105.343750
	Iteration 56Q: 3 clusters Score -492005.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -492021.781250 Penalty: 4105.343750
	Iteration 57Q: 3 clusters Score -492021.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -492036.968750 Penalty: 4105.343750
	Iteration 58Q: 3 clusters Score -492037 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -492048.906250 Penalty: 4105.343750
	Iteration 59Q: 3 clusters Score -492048.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -492053.968750 Penalty: 4105.343750
	Iteration 60F: 3 clusters Score -492054 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -492055.125000 Penalty: 4105.343750
	Iteration 61Q: 3 clusters Score -492055.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -492055.125000 Penalty: 4105.343750
	Iteration 62F: 3 clusters Score -492055.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Entering Unmasked Estep 
Score: -55123.515625 Penalty: 1498.572998
	Iteration 0F: 2 clusters Score -55123.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -53832.757812 Penalty: 2997.145996
	Iteration 0F: 3 clusters Score -53832.76 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -54539.156250 Penalty: 2997.145996
	Iteration 1F: 3 clusters Score -54539.16 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -55045.683594 Penalty: 2997.145996
	Iteration 2F: 3 clusters Score -55045.68 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -55294.273438 Penalty: 2997.145996
	Iteration 3Q: 3 clusters Score -55294.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -55336.015625 Penalty: 2997.145996
	Iteration 4Q: 3 clusters Score -55336.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -55367.863281 Penalty: 2997.145996
	Iteration 5Q: 3 clusters Score -55367.86 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -55426.828125 Penalty: 2997.145996
	Iteration 6Q: 3 clusters Score -55426.83 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -55526.734375 Penalty: 2997.145996
	Iteration 7Q: 3 clusters Score -55526.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -55577.941406 Penalty: 2997.145996
	Iteration 8Q: 3 clusters Score -55577.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -55585.972656 Penalty: 2997.145996
	Iteration 9Q: 3 clusters Score -55585.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -55590.914062 Penalty: 2997.145996
	Iteration 10F: 3 clusters Score -55590.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -55687.671875 Penalty: 2997.145996
	Iteration 11Q: 3 clusters Score -55687.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -55697.679688 Penalty: 2997.145996
	Iteration 12Q: 3 clusters Score -55697.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -55697.679688 Penalty: 2997.145996
	Iteration 13F: 3 clusters Score -55697.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22645 members 
Mstep: Class 2 contains 4319 members 
Mstep: Class 3 contains 1074 members 
Mstep: Class 4 contains 223858 members 
Mstep: Class 5 contains 4104 members 
Mstep: Class 6 contains 2260 members 
Mstep: Class 7 contains 9372 members 
Mstep: Class 8 contains 13916 members 
Mstep: Class 9 contains 7479 members 
Mstep: Class 10 contains 27208 members 
Mstep: Class 11 contains 11615 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 13 contains 3501 members 
Mstep: Class 14 contains 36448 members 
Mstep: Class 15 contains 181259 members 
Mstep: Class 16 contains 23102 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 9961 members 
Mstep: Class 19 contains 164698 members 
Mstep: Class 20 contains 55019 members 
Mstep: Class 21 contains 2417 members 
Mstep: Class 22 contains 686 members 
Mstep: Class 23 contains 4373 members 
Mstep: Class 24 contains 3352 members 
Mstep: Class 25 contains 38538 members 
Mstep: Class 26 contains 60664 members 
Mstep: Class 27 contains 28781 members 
Mstep: Class 28 contains 470 members 
Mstep: Class 29 contains 42520 members 
Mstep: Class 30 contains 10776 members 
Mstep: Class 31 contains 6562 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8498 members 
Mstep: Class 34 contains 437 members 
Mstep: Class 35 contains 3422 members 
Mstep: Class 36 contains 8266 members 
Mstep: Class 37 contains 3932 members 
Mstep: Class 38 contains 223 members 
Mstep: Class 39 contains 1885 members 
Mstep: Class 40 contains 19228 members 
Mstep: Class 41 contains 423 members 
Mstep: Class 42 contains 3007 members 
Mstep: Class 43 contains 3343 members 
Mstep: Class 44 contains 1401 members 
Mstep: Class 45 contains 22206 members 
Mstep: Class 46 contains 13090 members 
Mstep: Class 47 contains 306 members 
Mstep: Class 48 contains 7849 members 
Mstep: Class 49 contains 26838 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 616 members 
Mstep: Class 52 contains 309 members 
Mstep: Class 53 contains 3102 members 
Mstep: Class 54 contains 347 members 
Mstep: Class 55 contains 4825 members 
Mstep: Class 56 contains 17268 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 284 members 
Mstep: Class 60 contains 4833 members 
Mstep: Class 61 contains 1768 members 
Mstep: Class 62 contains 1052 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 8306 members 
Mstep: Class 65 contains 503 members 
Mstep: Class 66 contains 665 members 
Mstep: Class 67 contains 2648 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 711 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 7991 members 
Mstep: Class 75 contains 892 members 
Mstep: Class 76 contains 504 members 
Mstep: Class 77 contains 631 members 
Mstep: Class 78 contains 198 members 
Entering Unmasked Estep 
Score: -147545840.000000 Penalty: 270583.718750
Splitting cluster 38 changes total score from -147547344.000000 to -147545840.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 39 (1885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Entering Unmasked Estep 
Score: -238839.171875 Penalty: 1870.337402
	Iteration 0F: 2 clusters Score -238839.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -236277.031250 Penalty: 3740.674805
	Iteration 0F: 3 clusters Score -236277 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -236682.312500 Penalty: 3740.674805
	Iteration 1F: 3 clusters Score -236682.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -236808.093750 Penalty: 3740.674805
	Iteration 2F: 3 clusters Score -236808.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -236874.109375 Penalty: 3740.674805
	Iteration 3Q: 3 clusters Score -236874.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -236907.703125 Penalty: 3740.674805
	Iteration 4Q: 3 clusters Score -236907.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -236930.578125 Penalty: 3740.674805
	Iteration 5Q: 3 clusters Score -236930.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -236947.593750 Penalty: 3740.674805
	Iteration 6Q: 3 clusters Score -236947.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -236963.796875 Penalty: 3740.674805
	Iteration 7Q: 3 clusters Score -236963.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -236975.015625 Penalty: 3740.674805
	Iteration 8Q: 3 clusters Score -236975 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -236984.859375 Penalty: 3740.674805
	Iteration 9Q: 3 clusters Score -236984.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -236994.015625 Penalty: 3740.674805
	Iteration 10Q: 3 clusters Score -236994 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -237004.921875 Penalty: 3740.674805
	Iteration 11Q: 3 clusters Score -237004.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -237014.625000 Penalty: 3740.674805
	Iteration 12Q: 3 clusters Score -237014.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -237022.343750 Penalty: 3740.674805
	Iteration 13Q: 3 clusters Score -237022.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -237027.312500 Penalty: 3740.674805
	Iteration 14Q: 3 clusters Score -237027.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -237032.234375 Penalty: 3740.674805
	Iteration 15Q: 3 clusters Score -237032.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -237040.750000 Penalty: 3740.674805
	Iteration 16Q: 3 clusters Score -237040.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -237046.703125 Penalty: 3740.674805
	Iteration 17Q: 3 clusters Score -237046.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -237049.890625 Penalty: 3740.674805
	Iteration 18Q: 3 clusters Score -237049.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -237053.234375 Penalty: 3740.674805
	Iteration 19Q: 3 clusters Score -237053.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -237057.062500 Penalty: 3740.674805
	Iteration 20F: 3 clusters Score -237057.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -237063.656250 Penalty: 3740.674805
	Iteration 21Q: 3 clusters Score -237063.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -237070.046875 Penalty: 3740.674805
	Iteration 22Q: 3 clusters Score -237070 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -237078.109375 Penalty: 3740.674805
	Iteration 23Q: 3 clusters Score -237078.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -237087.656250 Penalty: 3740.674805
	Iteration 24Q: 3 clusters Score -237087.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -237092.687500 Penalty: 3740.674805
	Iteration 25Q: 3 clusters Score -237092.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -237095.515625 Penalty: 3740.674805
	Iteration 26Q: 3 clusters Score -237095.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -237100.562500 Penalty: 3740.674805
	Iteration 27Q: 3 clusters Score -237100.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -237105.500000 Penalty: 3740.674805
	Iteration 28Q: 3 clusters Score -237105.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -237114.687500 Penalty: 3740.674805
	Iteration 29Q: 3 clusters Score -237114.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -237127.437500 Penalty: 3740.674805
	Iteration 30Q: 3 clusters Score -237127.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -237140.468750 Penalty: 3740.674805
	Iteration 31Q: 3 clusters Score -237140.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -237148.671875 Penalty: 3740.674805
	Iteration 32Q: 3 clusters Score -237148.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -237155.328125 Penalty: 3740.674805
	Iteration 33Q: 3 clusters Score -237155.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -237162.984375 Penalty: 3740.674805
	Iteration 34Q: 3 clusters Score -237163 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -237166.765625 Penalty: 3740.674805
	Iteration 35Q: 3 clusters Score -237166.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -237171.078125 Penalty: 3740.674805
	Iteration 36Q: 3 clusters Score -237171.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -237176.343750 Penalty: 3740.674805
	Iteration 37Q: 3 clusters Score -237176.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -237179.781250 Penalty: 3740.674805
	Iteration 38Q: 3 clusters Score -237179.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -237180.234375 Penalty: 3740.674805
	Iteration 39Q: 3 clusters Score -237180.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -237180.234375 Penalty: 3740.674805
	Iteration 40F: 3 clusters Score -237180.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (19228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19228 members 
Entering Unmasked Estep 
Score: -2548121.250000 Penalty: 2446.302246
	Iteration 0F: 2 clusters Score -2548121 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
Score: -2534534.750000 Penalty: 4892.604492
	Iteration 0F: 3 clusters Score -2534535 nChanged 8473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 10206 members 
Entering Unmasked Estep 
Score: -2538995.500000 Penalty: 4892.604492
	Iteration 1F: 3 clusters Score -2538996 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 10504 members 
Entering Unmasked Estep 
Score: -2539371.500000 Penalty: 4892.604492
	Iteration 2F: 3 clusters Score -2539372 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 10932 members 
Entering Unmasked Estep 
Score: -2539701.250000 Penalty: 4892.604492
	Iteration 3Q: 3 clusters Score -2539701 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 11493 members 
Entering Unmasked Estep 
Score: -2540001.500000 Penalty: 4892.604492
	Iteration 4Q: 3 clusters Score -2540002 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 12177 members 
Entering Unmasked Estep 
Score: -2540366.750000 Penalty: 4892.604492
	Iteration 5Q: 3 clusters Score -2540367 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 13035 members 
Entering Unmasked Estep 
Score: -2540820.250000 Penalty: 4892.604492
	Iteration 6Q: 3 clusters Score -2540820 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 14019 members 
Entering Unmasked Estep 
Score: -2541465.500000 Penalty: 4892.604492
	Iteration 7F: 3 clusters Score -2541466 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 15158 members 
Entering Unmasked Estep 
Score: -2542306.750000 Penalty: 4892.604492
	Iteration 8F: 3 clusters Score -2542307 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 16366 members 
Entering Unmasked Estep 
Score: -2543277.250000 Penalty: 4892.604492
	Iteration 9F: 3 clusters Score -2543277 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 17473 members 
Entering Unmasked Estep 
Score: -2544345.000000 Penalty: 4892.604492
	Iteration 10F: 3 clusters Score -2544345 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 18266 members 
Entering Unmasked Estep 
Score: -2545121.500000 Penalty: 4892.604492
	Iteration 11Q: 3 clusters Score -2545122 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 18660 members 
Entering Unmasked Estep 
Score: -2545538.250000 Penalty: 4892.604492
	Iteration 12Q: 3 clusters Score -2545538 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 18844 members 
Entering Unmasked Estep 
Score: -2545752.000000 Penalty: 4892.604492
	Iteration 13Q: 3 clusters Score -2545752 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 18919 members 
Entering Unmasked Estep 
Score: -2545854.000000 Penalty: 4892.604492
	Iteration 14Q: 3 clusters Score -2545854 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 18948 members 
Entering Unmasked Estep 
Score: -2545894.000000 Penalty: 4892.604492
	Iteration 15Q: 3 clusters Score -2545894 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 18959 members 
Entering Unmasked Estep 
Score: -2545909.000000 Penalty: 4892.604492
	Iteration 16Q: 3 clusters Score -2545909 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 18965 members 
Entering Unmasked Estep 
Score: -2545917.000000 Penalty: 4892.604492
	Iteration 17Q: 3 clusters Score -2545917 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 18970 members 
Entering Unmasked Estep 
Score: -2545922.500000 Penalty: 4892.604492
	Iteration 18Q: 3 clusters Score -2545922 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 18974 members 
Entering Unmasked Estep 
Score: -2545929.250000 Penalty: 4892.604492
	Iteration 19Q: 3 clusters Score -2545929 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 18974 members 
Entering Unmasked Estep 
Score: -2545931.250000 Penalty: 4892.604492
	Iteration 20F: 3 clusters Score -2545931 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (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: -38191.632812 Penalty: 1499.748291
	Iteration 0F: 2 clusters Score -38191.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -36904.148438 Penalty: 2999.496582
	Iteration 0F: 3 clusters Score -36904.15 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -37141.304688 Penalty: 2999.496582
	Iteration 1F: 3 clusters Score -37141.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -37196.761719 Penalty: 2999.496582
	Iteration 2F: 3 clusters Score -37196.76 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -37242.070312 Penalty: 2999.496582
	Iteration 3Q: 3 clusters Score -37242.07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -37270.816406 Penalty: 2999.496582
	Iteration 4Q: 3 clusters Score -37270.82 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -37317.277344 Penalty: 2999.496582
	Iteration 5Q: 3 clusters Score -37317.28 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -37360.664062 Penalty: 2999.496582
	Iteration 6Q: 3 clusters Score -37360.66 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -37399.179688 Penalty: 2999.496582
	Iteration 7Q: 3 clusters Score -37399.18 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -37449.296875 Penalty: 2999.496582
	Iteration 8Q: 3 clusters Score -37449.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -37470.421875 Penalty: 2999.496582
	Iteration 9Q: 3 clusters Score -37470.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -37486.523438 Penalty: 2999.496582
	Iteration 10Q: 3 clusters Score -37486.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -37488.894531 Penalty: 2999.496582
	Iteration 11Q: 3 clusters Score -37488.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -37493.910156 Penalty: 2999.496582
	Iteration 12Q: 3 clusters Score -37493.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -37498.066406 Penalty: 2999.496582
	Iteration 13F: 3 clusters Score -37498.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -37521.417969 Penalty: 2999.496582
	Iteration 14Q: 3 clusters Score -37521.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -37528.699219 Penalty: 2999.496582
	Iteration 15Q: 3 clusters Score -37528.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -37555.718750 Penalty: 2999.496582
	Iteration 16Q: 3 clusters Score -37555.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -37557.800781 Penalty: 2999.496582
	Iteration 17Q: 3 clusters Score -37557.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -37565.390625 Penalty: 2999.496582
	Iteration 18Q: 3 clusters Score -37565.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -37572.718750 Penalty: 2999.496582
	Iteration 19Q: 3 clusters Score -37572.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -37572.718750 Penalty: 2999.496582
	Iteration 20F: 3 clusters Score -37572.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (3007 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Entering Unmasked Estep 
Score: -376807.687500 Penalty: 1986.157227
	Iteration 0F: 2 clusters Score -376807.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -373564.531250 Penalty: 3972.314453
	Iteration 0F: 3 clusters Score -373564.5 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -374229.437500 Penalty: 3972.314453
	Iteration 1F: 3 clusters Score -374229.4 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -374410.812500 Penalty: 3972.314453
	Iteration 2F: 3 clusters Score -374410.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -374536.187500 Penalty: 3972.314453
	Iteration 3Q: 3 clusters Score -374536.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -374643.062500 Penalty: 3972.314453
	Iteration 4Q: 3 clusters Score -374643.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -374717.125000 Penalty: 3972.314453
	Iteration 5Q: 3 clusters Score -374717.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -374773.062500 Penalty: 3972.314453
	Iteration 6Q: 3 clusters Score -374773.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -374816.562500 Penalty: 3972.314453
	Iteration 7Q: 3 clusters Score -374816.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -374848.906250 Penalty: 3972.314453
	Iteration 8Q: 3 clusters Score -374848.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -374878.906250 Penalty: 3972.314453
	Iteration 9Q: 3 clusters Score -374878.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -374908.656250 Penalty: 3972.314453
	Iteration 10Q: 3 clusters Score -374908.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -374939.937500 Penalty: 3972.314453
	Iteration 11Q: 3 clusters Score -374939.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -374972.875000 Penalty: 3972.314453
	Iteration 12Q: 3 clusters Score -374972.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -374995.562500 Penalty: 3972.314453
	Iteration 13Q: 3 clusters Score -374995.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -375017.531250 Penalty: 3972.314453
	Iteration 14Q: 3 clusters Score -375017.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -375038.750000 Penalty: 3972.314453
	Iteration 15Q: 3 clusters Score -375038.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -375058.312500 Penalty: 3972.314453
	Iteration 16Q: 3 clusters Score -375058.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -375074.156250 Penalty: 3972.314453
	Iteration 17Q: 3 clusters Score -375074.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -375090.656250 Penalty: 3972.314453
	Iteration 18Q: 3 clusters Score -375090.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -375099.812500 Penalty: 3972.314453
	Iteration 19Q: 3 clusters Score -375099.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -375107.125000 Penalty: 3972.314453
	Iteration 20F: 3 clusters Score -375107.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -375115.656250 Penalty: 3972.314453
	Iteration 21Q: 3 clusters Score -375115.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -375123.718750 Penalty: 3972.314453
	Iteration 22Q: 3 clusters Score -375123.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -375132.437500 Penalty: 3972.314453
	Iteration 23Q: 3 clusters Score -375132.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -375141.031250 Penalty: 3972.314453
	Iteration 24Q: 3 clusters Score -375141 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -375146.906250 Penalty: 3972.314453
	Iteration 25Q: 3 clusters Score -375146.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -375149.468750 Penalty: 3972.314453
	Iteration 26Q: 3 clusters Score -375149.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -375151.406250 Penalty: 3972.314453
	Iteration 27Q: 3 clusters Score -375151.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -375152.687500 Penalty: 3972.314453
	Iteration 28Q: 3 clusters Score -375152.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -375152.906250 Penalty: 3972.314453
	Iteration 29Q: 3 clusters Score -375152.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -375152.906250 Penalty: 3972.314453
	Iteration 30F: 3 clusters Score -375152.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (3343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Entering Unmasked Estep 
Score: -407012.687500 Penalty: 2012.426758
	Iteration 0F: 2 clusters Score -407012.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -403505.500000 Penalty: 4024.853516
	Iteration 0F: 3 clusters Score -403505.5 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -404288.000000 Penalty: 4024.853516
	Iteration 1F: 3 clusters Score -404288 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -404555.437500 Penalty: 4024.853516
	Iteration 2F: 3 clusters Score -404555.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -404741.093750 Penalty: 4024.853516
	Iteration 3F: 3 clusters Score -404741.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -404912.531250 Penalty: 4024.853516
	Iteration 4F: 3 clusters Score -404912.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -405100.375000 Penalty: 4024.853516
	Iteration 5F: 3 clusters Score -405100.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -405295.281250 Penalty: 4024.853516
	Iteration 6Q: 3 clusters Score -405295.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -405499.687500 Penalty: 4024.853516
	Iteration 7Q: 3 clusters Score -405499.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -405688.968750 Penalty: 4024.853516
	Iteration 8Q: 3 clusters Score -405689 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -405803.937500 Penalty: 4024.853516
	Iteration 9Q: 3 clusters Score -405803.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -405876.875000 Penalty: 4024.853516
	Iteration 10Q: 3 clusters Score -405876.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -405916.500000 Penalty: 4024.853516
	Iteration 11Q: 3 clusters Score -405916.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -405950.156250 Penalty: 4024.853516
	Iteration 12Q: 3 clusters Score -405950.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -405973.468750 Penalty: 4024.853516
	Iteration 13Q: 3 clusters Score -405973.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -405987.437500 Penalty: 4024.853516
	Iteration 14Q: 3 clusters Score -405987.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -406000.343750 Penalty: 4024.853516
	Iteration 15Q: 3 clusters Score -406000.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -406010.781250 Penalty: 4024.853516
	Iteration 16Q: 3 clusters Score -406010.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -406019.875000 Penalty: 4024.853516
	Iteration 17Q: 3 clusters Score -406019.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -406025.343750 Penalty: 4024.853516
	Iteration 18Q: 3 clusters Score -406025.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -406031.000000 Penalty: 4024.853516
	Iteration 19Q: 3 clusters Score -406031 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -406036.375000 Penalty: 4024.853516
	Iteration 20F: 3 clusters Score -406036.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -406041.093750 Penalty: 4024.853516
	Iteration 21Q: 3 clusters Score -406041.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -406046.656250 Penalty: 4024.853516
	Iteration 22Q: 3 clusters Score -406046.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -406052.312500 Penalty: 4024.853516
	Iteration 23Q: 3 clusters Score -406052.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -406056.531250 Penalty: 4024.853516
	Iteration 24Q: 3 clusters Score -406056.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -406058.906250 Penalty: 4024.853516
	Iteration 25Q: 3 clusters Score -406058.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -406060.937500 Penalty: 4024.853516
	Iteration 26Q: 3 clusters Score -406060.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -406062.875000 Penalty: 4024.853516
	Iteration 27Q: 3 clusters Score -406062.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -406064.750000 Penalty: 4024.853516
	Iteration 28Q: 3 clusters Score -406064.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -406066.281250 Penalty: 4024.853516
	Iteration 29Q: 3 clusters Score -406066.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -406067.093750 Penalty: 4024.853516
	Iteration 30Q: 3 clusters Score -406067.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -406067.218750 Penalty: 4024.853516
	Iteration 31Q: 3 clusters Score -406067.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -406067.500000 Penalty: 4024.853516
	Iteration 32Q: 3 clusters Score -406067.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -406067.281250 Penalty: 4024.853516
	Iteration 33Q: 3 clusters Score -406067.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -406068.718750 Penalty: 4024.853516
	Iteration 34Q: 3 clusters Score -406068.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -406068.718750 Penalty: 4024.853516
	Iteration 35F: 3 clusters Score -406068.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (1401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Entering Unmasked Estep 
Score: -193907.468750 Penalty: 1796.745605
	Iteration 0F: 2 clusters Score -193907.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -191817.578125 Penalty: 3593.491211
	Iteration 0F: 3 clusters Score -191817.6 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -192945.968750 Penalty: 3593.491211
	Iteration 1F: 3 clusters Score -192946 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -193492.921875 Penalty: 3593.491211
	Iteration 2F: 3 clusters Score -193492.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -193730.140625 Penalty: 3593.491211
	Iteration 3F: 3 clusters Score -193730.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -193826.109375 Penalty: 3593.491211
	Iteration 4Q: 3 clusters Score -193826.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -193886.078125 Penalty: 3593.491211
	Iteration 5Q: 3 clusters Score -193886.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -193926.078125 Penalty: 3593.491211
	Iteration 6Q: 3 clusters Score -193926.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -193967.781250 Penalty: 3593.491211
	Iteration 7Q: 3 clusters Score -193967.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -193984.718750 Penalty: 3593.491211
	Iteration 8Q: 3 clusters Score -193984.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -193994.890625 Penalty: 3593.491211
	Iteration 9Q: 3 clusters Score -193994.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -194001.875000 Penalty: 3593.491211
	Iteration 10Q: 3 clusters Score -194001.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -194003.078125 Penalty: 3593.491211
	Iteration 11Q: 3 clusters Score -194003.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -194003.078125 Penalty: 3593.491211
	Iteration 12F: 3 clusters Score -194003.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22645 members 
Mstep: Class 2 contains 4319 members 
Mstep: Class 3 contains 1074 members 
Mstep: Class 4 contains 223858 members 
Mstep: Class 5 contains 4104 members 
Mstep: Class 6 contains 2260 members 
Mstep: Class 7 contains 9372 members 
Mstep: Class 8 contains 13916 members 
Mstep: Class 9 contains 7479 members 
Mstep: Class 10 contains 27208 members 
Mstep: Class 11 contains 11615 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 13 contains 3501 members 
Mstep: Class 14 contains 36448 members 
Mstep: Class 15 contains 181259 members 
Mstep: Class 16 contains 23102 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 9961 members 
Mstep: Class 19 contains 164698 members 
Mstep: Class 20 contains 55019 members 
Mstep: Class 21 contains 2417 members 
Mstep: Class 22 contains 686 members 
Mstep: Class 23 contains 4373 members 
Mstep: Class 24 contains 3352 members 
Mstep: Class 25 contains 38538 members 
Mstep: Class 26 contains 60664 members 
Mstep: Class 27 contains 28781 members 
Mstep: Class 28 contains 470 members 
Mstep: Class 29 contains 42520 members 
Mstep: Class 30 contains 10776 members 
Mstep: Class 31 contains 6562 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8498 members 
Mstep: Class 34 contains 437 members 
Mstep: Class 35 contains 3422 members 
Mstep: Class 36 contains 8266 members 
Mstep: Class 37 contains 3932 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1885 members 
Mstep: Class 40 contains 19228 members 
Mstep: Class 41 contains 423 members 
Mstep: Class 42 contains 3007 members 
Mstep: Class 43 contains 3343 members 
Mstep: Class 44 contains 669 members 
Mstep: Class 45 contains 22206 members 
Mstep: Class 46 contains 13090 members 
Mstep: Class 47 contains 306 members 
Mstep: Class 48 contains 7849 members 
Mstep: Class 49 contains 26838 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 616 members 
Mstep: Class 52 contains 309 members 
Mstep: Class 53 contains 3102 members 
Mstep: Class 54 contains 347 members 
Mstep: Class 55 contains 4825 members 
Mstep: Class 56 contains 17268 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 284 members 
Mstep: Class 60 contains 4833 members 
Mstep: Class 61 contains 1768 members 
Mstep: Class 62 contains 1052 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 8306 members 
Mstep: Class 65 contains 503 members 
Mstep: Class 66 contains 665 members 
Mstep: Class 67 contains 2648 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 711 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 7991 members 
Mstep: Class 75 contains 892 members 
Mstep: Class 76 contains 504 members 
Mstep: Class 77 contains 631 members 
Mstep: Class 78 contains 732 members 
Entering Unmasked Estep 
Score: -147545680.000000 Penalty: 270583.718750
Splitting cluster 44 changes total score from -147547344.000000 to -147545680.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 45 (22206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22206 members 
Entering Unmasked Estep 
Score: -2593168.750000 Penalty: 2482.013184
	Iteration 0F: 2 clusters Score -2593169 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11184 members 
Mstep: Class 2 contains 11022 members 
Entering Unmasked Estep 
Score: -2577592.250000 Penalty: 4964.026367
	Iteration 0F: 3 clusters Score -2577592 nChanged 9882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11694 members 
Mstep: Class 2 contains 10512 members 
Entering Unmasked Estep 
Score: -2583302.500000 Penalty: 4964.026367
	Iteration 1F: 3 clusters Score -2583302 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12021 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -2583947.000000 Penalty: 4964.026367
	Iteration 2F: 3 clusters Score -2583947 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12387 members 
Mstep: Class 2 contains 9819 members 
Entering Unmasked Estep 
Score: -2584533.000000 Penalty: 4964.026367
	Iteration 3F: 3 clusters Score -2584533 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12827 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -2585134.000000 Penalty: 4964.026367
	Iteration 4F: 3 clusters Score -2585134 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13304 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
Score: -2585705.250000 Penalty: 4964.026367
	Iteration 5F: 3 clusters Score -2585705 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13826 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -2586265.500000 Penalty: 4964.026367
	Iteration 6Q: 3 clusters Score -2586266 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14419 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -2586845.000000 Penalty: 4964.026367
	Iteration 7Q: 3 clusters Score -2586845 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15056 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -2587405.250000 Penalty: 4964.026367
	Iteration 8Q: 3 clusters Score -2587405 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15695 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -2587963.250000 Penalty: 4964.026367
	Iteration 9Q: 3 clusters Score -2587963 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16250 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -2588432.500000 Penalty: 4964.026367
	Iteration 10Q: 3 clusters Score -2588432 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16725 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -2588805.750000 Penalty: 4964.026367
	Iteration 11Q: 3 clusters Score -2588806 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17167 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -2589114.500000 Penalty: 4964.026367
	Iteration 12Q: 3 clusters Score -2589114 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17572 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -2589367.500000 Penalty: 4964.026367
	Iteration 13Q: 3 clusters Score -2589368 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17958 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -2589610.750000 Penalty: 4964.026367
	Iteration 14Q: 3 clusters Score -2589611 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18303 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -2589773.500000 Penalty: 4964.026367
	Iteration 15Q: 3 clusters Score -2589774 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18632 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -2589943.750000 Penalty: 4964.026367
	Iteration 16Q: 3 clusters Score -2589944 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18933 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -2590095.750000 Penalty: 4964.026367
	Iteration 17Q: 3 clusters Score -2590096 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19200 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -2590222.750000 Penalty: 4964.026367
	Iteration 18Q: 3 clusters Score -2590223 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19429 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -2590350.500000 Penalty: 4964.026367
	Iteration 19Q: 3 clusters Score -2590350 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19658 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -2590493.500000 Penalty: 4964.026367
	Iteration 20F: 3 clusters Score -2590494 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19872 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -2590648.750000 Penalty: 4964.026367
	Iteration 21Q: 3 clusters Score -2590649 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20053 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -2590801.500000 Penalty: 4964.026367
	Iteration 22Q: 3 clusters Score -2590802 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20197 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -2590909.000000 Penalty: 4964.026367
	Iteration 23Q: 3 clusters Score -2590909 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20303 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -2591015.750000 Penalty: 4964.026367
	Iteration 24Q: 3 clusters Score -2591016 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20373 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -2591084.000000 Penalty: 4964.026367
	Iteration 25Q: 3 clusters Score -2591084 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20429 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -2591131.750000 Penalty: 4964.026367
	Iteration 26Q: 3 clusters Score -2591132 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20484 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -2591187.750000 Penalty: 4964.026367
	Iteration 27Q: 3 clusters Score -2591188 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20529 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -2591204.000000 Penalty: 4964.026367
	Iteration 28Q: 3 clusters Score -2591204 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20557 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -2591230.250000 Penalty: 4964.026367
	Iteration 29Q: 3 clusters Score -2591230 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20591 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -2591248.500000 Penalty: 4964.026367
	Iteration 30Q: 3 clusters Score -2591248 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20619 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -2591265.250000 Penalty: 4964.026367
	Iteration 31Q: 3 clusters Score -2591265 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20642 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -2591280.000000 Penalty: 4964.026367
	Iteration 32Q: 3 clusters Score -2591280 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20663 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -2591296.750000 Penalty: 4964.026367
	Iteration 33Q: 3 clusters Score -2591297 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20682 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -2591319.000000 Penalty: 4964.026367
	Iteration 34Q: 3 clusters Score -2591319 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20709 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -2591333.000000 Penalty: 4964.026367
	Iteration 35Q: 3 clusters Score -2591333 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20717 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -2591344.000000 Penalty: 4964.026367
	Iteration 36Q: 3 clusters Score -2591344 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20723 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -2591351.500000 Penalty: 4964.026367
	Iteration 37Q: 3 clusters Score -2591352 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20730 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -2591350.250000 Penalty: 4964.026367
	Iteration 38Q: 3 clusters Score -2591350 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20739 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -2591355.000000 Penalty: 4964.026367
	Iteration 39Q: 3 clusters Score -2591355 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20743 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -2591359.250000 Penalty: 4964.026367
	Iteration 40F: 3 clusters Score -2591359 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20744 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -2591364.750000 Penalty: 4964.026367
	Iteration 41Q: 3 clusters Score -2591365 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20754 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -2591367.250000 Penalty: 4964.026367
	Iteration 42Q: 3 clusters Score -2591367 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20761 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -2591366.500000 Penalty: 4964.026367
	Iteration 43Q: 3 clusters Score -2591366 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20764 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -2591371.250000 Penalty: 4964.026367
	Iteration 44Q: 3 clusters Score -2591371 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20768 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -2591371.750000 Penalty: 4964.026367
	Iteration 45Q: 3 clusters Score -2591372 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20773 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -2591374.250000 Penalty: 4964.026367
	Iteration 46Q: 3 clusters Score -2591374 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20778 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -2591382.250000 Penalty: 4964.026367
	Iteration 47Q: 3 clusters Score -2591382 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20783 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -2591381.750000 Penalty: 4964.026367
	Iteration 48Q: 3 clusters Score -2591382 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20786 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -2591381.000000 Penalty: 4964.026367
	Iteration 49Q: 3 clusters Score -2591381 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20789 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -2591385.750000 Penalty: 4964.026367
	Iteration 50Q: 3 clusters Score -2591386 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20789 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -2591386.000000 Penalty: 4964.026367
	Iteration 51Q: 3 clusters Score -2591386 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20791 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -2591390.500000 Penalty: 4964.026367
	Iteration 52Q: 3 clusters Score -2591390 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20796 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -2591394.250000 Penalty: 4964.026367
	Iteration 53Q: 3 clusters Score -2591394 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20802 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -2591395.500000 Penalty: 4964.026367
	Iteration 54Q: 3 clusters Score -2591396 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20809 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -2591396.250000 Penalty: 4964.026367
	Iteration 55Q: 3 clusters Score -2591396 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20816 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -2591401.750000 Penalty: 4964.026367
	Iteration 56Q: 3 clusters Score -2591402 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20820 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -2591410.500000 Penalty: 4964.026367
	Iteration 57Q: 3 clusters Score -2591410 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20834 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -2591413.000000 Penalty: 4964.026367
	Iteration 58Q: 3 clusters Score -2591413 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20845 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -2591419.750000 Penalty: 4964.026367
	Iteration 59Q: 3 clusters Score -2591420 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20852 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -2591426.250000 Penalty: 4964.026367
	Iteration 60F: 3 clusters Score -2591426 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20856 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -2591426.500000 Penalty: 4964.026367
	Iteration 61Q: 3 clusters Score -2591426 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20856 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -2591427.750000 Penalty: 4964.026367
	Iteration 62Q: 3 clusters Score -2591428 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20858 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -2591430.500000 Penalty: 4964.026367
	Iteration 63Q: 3 clusters Score -2591430 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20862 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -2591431.750000 Penalty: 4964.026367
	Iteration 64Q: 3 clusters Score -2591432 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20863 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -2591433.500000 Penalty: 4964.026367
	Iteration 65Q: 3 clusters Score -2591434 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20863 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -2591438.250000 Penalty: 4964.026367
	Iteration 66Q: 3 clusters Score -2591438 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20859 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -2591447.250000 Penalty: 4964.026367
	Iteration 67Q: 3 clusters Score -2591447 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20852 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -2591444.250000 Penalty: 4964.026367
	Iteration 68Q: 3 clusters Score -2591444 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20845 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -2591450.250000 Penalty: 4964.026367
	Iteration 69Q: 3 clusters Score -2591450 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20839 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -2591450.000000 Penalty: 4964.026367
	Iteration 70Q: 3 clusters Score -2591450 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20836 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -2591449.000000 Penalty: 4964.026367
	Iteration 71Q: 3 clusters Score -2591449 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20831 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -2591449.250000 Penalty: 4964.026367
	Iteration 72Q: 3 clusters Score -2591449 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20823 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -2591459.750000 Penalty: 4964.026367
	Iteration 73Q: 3 clusters Score -2591460 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20825 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -2591464.500000 Penalty: 4964.026367
	Iteration 74Q: 3 clusters Score -2591464 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20824 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -2591469.000000 Penalty: 4964.026367
	Iteration 75Q: 3 clusters Score -2591469 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20823 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -2591473.500000 Penalty: 4964.026367
	Iteration 76Q: 3 clusters Score -2591474 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20824 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -2591472.500000 Penalty: 4964.026367
	Iteration 77Q: 3 clusters Score -2591472 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20827 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -2591471.500000 Penalty: 4964.026367
	Iteration 78Q: 3 clusters Score -2591472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20828 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -2591472.500000 Penalty: 4964.026367
	Iteration 79Q: 3 clusters Score -2591472 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20828 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -2591476.500000 Penalty: 4964.026367
	Iteration 80F: 3 clusters Score -2591476 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20829 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -2591475.500000 Penalty: 4964.026367
	Iteration 81Q: 3 clusters Score -2591476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20831 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -2591480.500000 Penalty: 4964.026367
	Iteration 82Q: 3 clusters Score -2591480 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20834 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -2591479.500000 Penalty: 4964.026367
	Iteration 83Q: 3 clusters Score -2591480 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20835 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -2591480.000000 Penalty: 4964.026367
	Iteration 84Q: 3 clusters Score -2591480 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20836 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -2591477.250000 Penalty: 4964.026367
	Iteration 85Q: 3 clusters Score -2591477 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20836 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -2591477.250000 Penalty: 4964.026367
	Iteration 86F: 3 clusters Score -2591477 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (13090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13090 members 
Entering Unmasked Estep 
Score: -1657198.250000 Penalty: 2350.941650
	Iteration 0F: 2 clusters Score -1657198 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -1647469.375000 Penalty: 4701.883301
	Iteration 0F: 3 clusters Score -1647469 nChanged 5573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -1650622.875000 Penalty: 4701.883301
	Iteration 1F: 3 clusters Score -1650623 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -1651120.875000 Penalty: 4701.883301
	Iteration 2F: 3 clusters Score -1651121 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -1651566.875000 Penalty: 4701.883301
	Iteration 3F: 3 clusters Score -1651567 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -1651999.875000 Penalty: 4701.883301
	Iteration 4F: 3 clusters Score -1652000 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -1652482.000000 Penalty: 4701.883301
	Iteration 5F: 3 clusters Score -1652482 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -1652974.625000 Penalty: 4701.883301
	Iteration 6F: 3 clusters Score -1652975 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
Score: -1653515.000000 Penalty: 4701.883301
	Iteration 7F: 3 clusters Score -1653515 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -1654135.000000 Penalty: 4701.883301
	Iteration 8F: 3 clusters Score -1654135 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 10172 members 
Entering Unmasked Estep 
Score: -1654859.875000 Penalty: 4701.883301
	Iteration 9Q: 3 clusters Score -1654860 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 10478 members 
Entering Unmasked Estep 
Score: -1655667.125000 Penalty: 4701.883301
	Iteration 10Q: 3 clusters Score -1655667 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 10604 members 
Entering Unmasked Estep 
Score: -1656283.750000 Penalty: 4701.883301
	Iteration 11Q: 3 clusters Score -1656284 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 10637 members 
Entering Unmasked Estep 
Score: -1656651.000000 Penalty: 4701.883301
	Iteration 12Q: 3 clusters Score -1656651 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 10608 members 
Entering Unmasked Estep 
Score: -1656812.125000 Penalty: 4701.883301
	Iteration 13Q: 3 clusters Score -1656812 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 10559 members 
Entering Unmasked Estep 
Score: -1656885.375000 Penalty: 4701.883301
	Iteration 14Q: 3 clusters Score -1656885 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -1656915.750000 Penalty: 4701.883301
	Iteration 15Q: 3 clusters Score -1656916 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 10489 members 
Entering Unmasked Estep 
Score: -1656928.375000 Penalty: 4701.883301
	Iteration 16Q: 3 clusters Score -1656928 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 10466 members 
Entering Unmasked Estep 
Score: -1656933.500000 Penalty: 4701.883301
	Iteration 17Q: 3 clusters Score -1656934 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -1656942.375000 Penalty: 4701.883301
	Iteration 18Q: 3 clusters Score -1656942 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 10432 members 
Entering Unmasked Estep 
Score: -1656943.875000 Penalty: 4701.883301
	Iteration 19Q: 3 clusters Score -1656944 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 10421 members 
Entering Unmasked Estep 
Score: -1656945.750000 Penalty: 4701.883301
	Iteration 20F: 3 clusters Score -1656946 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 10416 members 
Entering Unmasked Estep 
Score: -1656944.750000 Penalty: 4701.883301
	Iteration 21Q: 3 clusters Score -1656945 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 10413 members 
Entering Unmasked Estep 
Score: -1656946.625000 Penalty: 4701.883301
	Iteration 22Q: 3 clusters Score -1656947 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 10408 members 
Entering Unmasked Estep 
Score: -1656948.250000 Penalty: 4701.883301
	Iteration 23Q: 3 clusters Score -1656948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 10405 members 
Entering Unmasked Estep 
Score: -1656949.625000 Penalty: 4701.883301
	Iteration 24Q: 3 clusters Score -1656950 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 10399 members 
Entering Unmasked Estep 
Score: -1656954.000000 Penalty: 4701.883301
	Iteration 25Q: 3 clusters Score -1656954 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 10394 members 
Entering Unmasked Estep 
Score: -1656955.750000 Penalty: 4701.883301
	Iteration 26Q: 3 clusters Score -1656956 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 10390 members 
Entering Unmasked Estep 
Score: -1656953.500000 Penalty: 4701.883301
	Iteration 27Q: 3 clusters Score -1656954 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 10384 members 
Entering Unmasked Estep 
Score: -1656953.500000 Penalty: 4701.883301
	Iteration 28Q: 3 clusters Score -1656954 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 10381 members 
Entering Unmasked Estep 
Score: -1656953.000000 Penalty: 4701.883301
	Iteration 29Q: 3 clusters Score -1656953 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 10380 members 
Entering Unmasked Estep 
Score: -1656954.250000 Penalty: 4701.883301
	Iteration 30Q: 3 clusters Score -1656954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 10379 members 
Entering Unmasked Estep 
Score: -1656952.750000 Penalty: 4701.883301
	Iteration 31Q: 3 clusters Score -1656953 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 10377 members 
Entering Unmasked Estep 
Score: -1656954.750000 Penalty: 4701.883301
	Iteration 32Q: 3 clusters Score -1656955 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 10377 members 
Entering Unmasked Estep 
Score: -1656954.750000 Penalty: 4701.883301
	Iteration 33F: 3 clusters Score -1656955 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Entering Unmasked Estep 
Score: -40779.203125 Penalty: 1419.449097
	Iteration 0F: 2 clusters Score -40779.2 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 163 members 
Entering Unmasked Estep 
Score: -39597.800781 Penalty: 2838.898193
	Iteration 0F: 3 clusters Score -39597.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -40102.863281 Penalty: 2838.898193
	Iteration 1F: 3 clusters Score -40102.86 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -40519.367188 Penalty: 2838.898193
	Iteration 2F: 3 clusters Score -40519.37 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -40690.730469 Penalty: 2838.898193
	Iteration 3F: 3 clusters Score -40690.73 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -40952.613281 Penalty: 2838.898193
	Iteration 4Q: 3 clusters Score -40952.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -40965.191406 Penalty: 2838.898193
	Iteration 5Q: 3 clusters Score -40965.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -40984.195312 Penalty: 2838.898193
	Iteration 6Q: 3 clusters Score -40984.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -41058.582031 Penalty: 2838.898193
	Iteration 7Q: 3 clusters Score -41058.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -41072.914062 Penalty: 2838.898193
	Iteration 8Q: 3 clusters Score -41072.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -41072.914062 Penalty: 2838.898193
	Iteration 9F: 3 clusters Score -41072.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22645 members 
Mstep: Class 2 contains 4319 members 
Mstep: Class 3 contains 1074 members 
Mstep: Class 4 contains 223858 members 
Mstep: Class 5 contains 4104 members 
Mstep: Class 6 contains 2260 members 
Mstep: Class 7 contains 9372 members 
Mstep: Class 8 contains 13916 members 
Mstep: Class 9 contains 7479 members 
Mstep: Class 10 contains 27208 members 
Mstep: Class 11 contains 11615 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 13 contains 3501 members 
Mstep: Class 14 contains 36448 members 
Mstep: Class 15 contains 181259 members 
Mstep: Class 16 contains 23102 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 9961 members 
Mstep: Class 19 contains 164698 members 
Mstep: Class 20 contains 55019 members 
Mstep: Class 21 contains 2417 members 
Mstep: Class 22 contains 686 members 
Mstep: Class 23 contains 4373 members 
Mstep: Class 24 contains 3352 members 
Mstep: Class 25 contains 38538 members 
Mstep: Class 26 contains 60664 members 
Mstep: Class 27 contains 28781 members 
Mstep: Class 28 contains 470 members 
Mstep: Class 29 contains 42520 members 
Mstep: Class 30 contains 10776 members 
Mstep: Class 31 contains 6562 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8498 members 
Mstep: Class 34 contains 437 members 
Mstep: Class 35 contains 3422 members 
Mstep: Class 36 contains 8266 members 
Mstep: Class 37 contains 3932 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1885 members 
Mstep: Class 40 contains 19228 members 
Mstep: Class 41 contains 423 members 
Mstep: Class 42 contains 3007 members 
Mstep: Class 43 contains 3343 members 
Mstep: Class 44 contains 1401 members 
Mstep: Class 45 contains 22206 members 
Mstep: Class 46 contains 13090 members 
Mstep: Class 47 contains 121 members 
Mstep: Class 48 contains 7849 members 
Mstep: Class 49 contains 26838 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 616 members 
Mstep: Class 52 contains 309 members 
Mstep: Class 53 contains 3102 members 
Mstep: Class 54 contains 347 members 
Mstep: Class 55 contains 4825 members 
Mstep: Class 56 contains 17268 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 284 members 
Mstep: Class 60 contains 4833 members 
Mstep: Class 61 contains 1768 members 
Mstep: Class 62 contains 1052 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 8306 members 
Mstep: Class 65 contains 503 members 
Mstep: Class 66 contains 665 members 
Mstep: Class 67 contains 2648 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 711 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 7991 members 
Mstep: Class 75 contains 892 members 
Mstep: Class 76 contains 504 members 
Mstep: Class 77 contains 631 members 
Mstep: Class 78 contains 185 members 
Entering Unmasked Estep 
Score: -147545488.000000 Penalty: 270583.718750
Splitting cluster 47 changes total score from -147547344.000000 to -147545488.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 48 (7849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Entering Unmasked Estep 
Score: -992019.125000 Penalty: 2224.099121
	Iteration 0F: 2 clusters Score -992019.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -985776.562500 Penalty: 4448.198242
	Iteration 0F: 3 clusters Score -985776.6 nChanged 3144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -987555.937500 Penalty: 4448.198242
	Iteration 1F: 3 clusters Score -987555.9 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -987953.500000 Penalty: 4448.198242
	Iteration 2F: 3 clusters Score -987953.5 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -988329.125000 Penalty: 4448.198242
	Iteration 3F: 3 clusters Score -988329.1 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -988707.812500 Penalty: 4448.198242
	Iteration 4F: 3 clusters Score -988707.8 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -989099.375000 Penalty: 4448.198242
	Iteration 5F: 3 clusters Score -989099.4 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -989457.000000 Penalty: 4448.198242
	Iteration 6F: 3 clusters Score -989457 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -989723.937500 Penalty: 4448.198242
	Iteration 7Q: 3 clusters Score -989723.9 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -989945.625000 Penalty: 4448.198242
	Iteration 8Q: 3 clusters Score -989945.6 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -990107.875000 Penalty: 4448.198242
	Iteration 9Q: 3 clusters Score -990107.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -990243.437500 Penalty: 4448.198242
	Iteration 10Q: 3 clusters Score -990243.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -990348.000000 Penalty: 4448.198242
	Iteration 11Q: 3 clusters Score -990348 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -990413.187500 Penalty: 4448.198242
	Iteration 12Q: 3 clusters Score -990413.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -990443.250000 Penalty: 4448.198242
	Iteration 13Q: 3 clusters Score -990443.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -990462.812500 Penalty: 4448.198242
	Iteration 14Q: 3 clusters Score -990462.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -990473.687500 Penalty: 4448.198242
	Iteration 15Q: 3 clusters Score -990473.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -990478.750000 Penalty: 4448.198242
	Iteration 16Q: 3 clusters Score -990478.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -990484.062500 Penalty: 4448.198242
	Iteration 17Q: 3 clusters Score -990484.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -990488.562500 Penalty: 4448.198242
	Iteration 18Q: 3 clusters Score -990488.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -990494.062500 Penalty: 4448.198242
	Iteration 19Q: 3 clusters Score -990494.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -990498.437500 Penalty: 4448.198242
	Iteration 20F: 3 clusters Score -990498.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -990500.375000 Penalty: 4448.198242
	Iteration 21Q: 3 clusters Score -990500.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -990502.062500 Penalty: 4448.198242
	Iteration 22Q: 3 clusters Score -990502.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -990507.750000 Penalty: 4448.198242
	Iteration 23Q: 3 clusters Score -990507.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -990514.937500 Penalty: 4448.198242
	Iteration 24Q: 3 clusters Score -990514.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -990519.437500 Penalty: 4448.198242
	Iteration 25Q: 3 clusters Score -990519.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -990524.437500 Penalty: 4448.198242
	Iteration 26Q: 3 clusters Score -990524.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -990527.625000 Penalty: 4448.198242
	Iteration 27Q: 3 clusters Score -990527.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -990530.937500 Penalty: 4448.198242
	Iteration 28Q: 3 clusters Score -990530.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -990534.312500 Penalty: 4448.198242
	Iteration 29Q: 3 clusters Score -990534.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -990538.687500 Penalty: 4448.198242
	Iteration 30Q: 3 clusters Score -990538.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -990543.875000 Penalty: 4448.198242
	Iteration 31Q: 3 clusters Score -990543.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -990548.750000 Penalty: 4448.198242
	Iteration 32Q: 3 clusters Score -990548.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -990552.000000 Penalty: 4448.198242
	Iteration 33Q: 3 clusters Score -990552 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -990560.562500 Penalty: 4448.198242
	Iteration 34Q: 3 clusters Score -990560.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -990566.312500 Penalty: 4448.198242
	Iteration 35Q: 3 clusters Score -990566.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -990573.062500 Penalty: 4448.198242
	Iteration 36Q: 3 clusters Score -990573.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -990580.687500 Penalty: 4448.198242
	Iteration 37Q: 3 clusters Score -990580.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -990586.625000 Penalty: 4448.198242
	Iteration 38Q: 3 clusters Score -990586.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -990590.437500 Penalty: 4448.198242
	Iteration 39Q: 3 clusters Score -990590.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -990598.500000 Penalty: 4448.198242
	Iteration 40F: 3 clusters Score -990598.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -990600.937500 Penalty: 4448.198242
	Iteration 41Q: 3 clusters Score -990600.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -990605.437500 Penalty: 4448.198242
	Iteration 42Q: 3 clusters Score -990605.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -990606.937500 Penalty: 4448.198242
	Iteration 43Q: 3 clusters Score -990606.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -990612.375000 Penalty: 4448.198242
	Iteration 44Q: 3 clusters Score -990612.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -990611.375000 Penalty: 4448.198242
	Iteration 45Q: 3 clusters Score -990611.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -990618.000000 Penalty: 4448.198242
	Iteration 46Q: 3 clusters Score -990618 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -990622.375000 Penalty: 4448.198242
	Iteration 47Q: 3 clusters Score -990622.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -990630.625000 Penalty: 4448.198242
	Iteration 48Q: 3 clusters Score -990630.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -990637.375000 Penalty: 4448.198242
	Iteration 49Q: 3 clusters Score -990637.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -990648.250000 Penalty: 4448.198242
	Iteration 50Q: 3 clusters Score -990648.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -990657.437500 Penalty: 4448.198242
	Iteration 51Q: 3 clusters Score -990657.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -990668.562500 Penalty: 4448.198242
	Iteration 52Q: 3 clusters Score -990668.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -990679.250000 Penalty: 4448.198242
	Iteration 53Q: 3 clusters Score -990679.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -990689.000000 Penalty: 4448.198242
	Iteration 54Q: 3 clusters Score -990689 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -990700.812500 Penalty: 4448.198242
	Iteration 55Q: 3 clusters Score -990700.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -990708.500000 Penalty: 4448.198242
	Iteration 56Q: 3 clusters Score -990708.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -990711.187500 Penalty: 4448.198242
	Iteration 57Q: 3 clusters Score -990711.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -990719.687500 Penalty: 4448.198242
	Iteration 58Q: 3 clusters Score -990719.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -990727.500000 Penalty: 4448.198242
	Iteration 59Q: 3 clusters Score -990727.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -990733.500000 Penalty: 4448.198242
	Iteration 60F: 3 clusters Score -990733.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -990741.312500 Penalty: 4448.198242
	Iteration 61Q: 3 clusters Score -990741.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -990753.562500 Penalty: 4448.198242
	Iteration 62Q: 3 clusters Score -990753.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -990763.125000 Penalty: 4448.198242
	Iteration 63Q: 3 clusters Score -990763.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -990773.250000 Penalty: 4448.198242
	Iteration 64Q: 3 clusters Score -990773.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -990781.937500 Penalty: 4448.198242
	Iteration 65Q: 3 clusters Score -990781.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -990792.187500 Penalty: 4448.198242
	Iteration 66Q: 3 clusters Score -990792.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -990803.000000 Penalty: 4448.198242
	Iteration 67Q: 3 clusters Score -990803 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -990813.500000 Penalty: 4448.198242
	Iteration 68Q: 3 clusters Score -990813.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -990822.312500 Penalty: 4448.198242
	Iteration 69Q: 3 clusters Score -990822.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -990830.875000 Penalty: 4448.198242
	Iteration 70Q: 3 clusters Score -990830.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -990841.000000 Penalty: 4448.198242
	Iteration 71Q: 3 clusters Score -990841 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -990844.750000 Penalty: 4448.198242
	Iteration 72Q: 3 clusters Score -990844.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -990850.375000 Penalty: 4448.198242
	Iteration 73Q: 3 clusters Score -990850.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -990856.875000 Penalty: 4448.198242
	Iteration 74Q: 3 clusters Score -990856.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -990857.875000 Penalty: 4448.198242
	Iteration 75Q: 3 clusters Score -990857.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -990864.375000 Penalty: 4448.198242
	Iteration 76Q: 3 clusters Score -990864.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -990868.125000 Penalty: 4448.198242
	Iteration 77Q: 3 clusters Score -990868.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -990876.062500 Penalty: 4448.198242
	Iteration 78Q: 3 clusters Score -990876.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -990882.750000 Penalty: 4448.198242
	Iteration 79Q: 3 clusters Score -990882.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -990890.125000 Penalty: 4448.198242
	Iteration 80F: 3 clusters Score -990890.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -990900.187500 Penalty: 4448.198242
	Iteration 81Q: 3 clusters Score -990900.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -990911.500000 Penalty: 4448.198242
	Iteration 82Q: 3 clusters Score -990911.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -990928.437500 Penalty: 4448.198242
	Iteration 83Q: 3 clusters Score -990928.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -990937.937500 Penalty: 4448.198242
	Iteration 84Q: 3 clusters Score -990937.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -990946.687500 Penalty: 4448.198242
	Iteration 85Q: 3 clusters Score -990946.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -990961.187500 Penalty: 4448.198242
	Iteration 86Q: 3 clusters Score -990961.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -990973.937500 Penalty: 4448.198242
	Iteration 87Q: 3 clusters Score -990973.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -990985.062500 Penalty: 4448.198242
	Iteration 88Q: 3 clusters Score -990985.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -990991.812500 Penalty: 4448.198242
	Iteration 89Q: 3 clusters Score -990991.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -990998.812500 Penalty: 4448.198242
	Iteration 90Q: 3 clusters Score -990998.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -991005.437500 Penalty: 4448.198242
	Iteration 91Q: 3 clusters Score -991005.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -991011.687500 Penalty: 4448.198242
	Iteration 92Q: 3 clusters Score -991011.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -991015.437500 Penalty: 4448.198242
	Iteration 93Q: 3 clusters Score -991015.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -991024.625000 Penalty: 4448.198242
	Iteration 94Q: 3 clusters Score -991024.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -991032.437500 Penalty: 4448.198242
	Iteration 95Q: 3 clusters Score -991032.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -991042.312500 Penalty: 4448.198242
	Iteration 96Q: 3 clusters Score -991042.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -991054.500000 Penalty: 4448.198242
	Iteration 97Q: 3 clusters Score -991054.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -991065.812500 Penalty: 4448.198242
	Iteration 98Q: 3 clusters Score -991065.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -991084.500000 Penalty: 4448.198242
	Iteration 99Q: 3 clusters Score -991084.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -991098.437500 Penalty: 4448.198242
	Iteration 100F: 3 clusters Score -991098.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -991113.125000 Penalty: 4448.198242
	Iteration 101Q: 3 clusters Score -991113.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -991126.875000 Penalty: 4448.198242
	Iteration 102Q: 3 clusters Score -991126.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -991150.500000 Penalty: 4448.198242
	Iteration 103Q: 3 clusters Score -991150.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -991168.437500 Penalty: 4448.198242
	Iteration 104Q: 3 clusters Score -991168.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -991187.625000 Penalty: 4448.198242
	Iteration 105Q: 3 clusters Score -991187.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -991209.812500 Penalty: 4448.198242
	Iteration 106Q: 3 clusters Score -991209.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -991232.625000 Penalty: 4448.198242
	Iteration 107Q: 3 clusters Score -991232.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -991258.437500 Penalty: 4448.198242
	Iteration 108Q: 3 clusters Score -991258.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -991283.062500 Penalty: 4448.198242
	Iteration 109Q: 3 clusters Score -991283.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -991313.437500 Penalty: 4448.198242
	Iteration 110Q: 3 clusters Score -991313.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -991356.437500 Penalty: 4448.198242
	Iteration 111Q: 3 clusters Score -991356.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -991390.812500 Penalty: 4448.198242
	Iteration 112Q: 3 clusters Score -991390.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -991418.937500 Penalty: 4448.198242
	Iteration 113Q: 3 clusters Score -991418.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -991440.375000 Penalty: 4448.198242
	Iteration 114Q: 3 clusters Score -991440.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -991468.500000 Penalty: 4448.198242
	Iteration 115Q: 3 clusters Score -991468.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -991496.187500 Penalty: 4448.198242
	Iteration 116Q: 3 clusters Score -991496.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -991519.875000 Penalty: 4448.198242
	Iteration 117Q: 3 clusters Score -991519.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -991535.500000 Penalty: 4448.198242
	Iteration 118Q: 3 clusters Score -991535.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -991549.125000 Penalty: 4448.198242
	Iteration 119Q: 3 clusters Score -991549.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -991555.812500 Penalty: 4448.198242
	Iteration 120F: 3 clusters Score -991555.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -991563.812500 Penalty: 4448.198242
	Iteration 121Q: 3 clusters Score -991563.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -991566.375000 Penalty: 4448.198242
	Iteration 122Q: 3 clusters Score -991566.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -991572.562500 Penalty: 4448.198242
	Iteration 123Q: 3 clusters Score -991572.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -991572.750000 Penalty: 4448.198242
	Iteration 124Q: 3 clusters Score -991572.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -991578.187500 Penalty: 4448.198242
	Iteration 125Q: 3 clusters Score -991578.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -991577.812500 Penalty: 4448.198242
	Iteration 126Q: 3 clusters Score -991577.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -991578.250000 Penalty: 4448.198242
	Iteration 127Q: 3 clusters Score -991578.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -991578.937500 Penalty: 4448.198242
	Iteration 128Q: 3 clusters Score -991578.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -991579.312500 Penalty: 4448.198242
	Iteration 129Q: 3 clusters Score -991579.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -991579.312500 Penalty: 4448.198242
	Iteration 130F: 3 clusters Score -991579.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (26838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26838 members 
Entering Unmasked Estep 
Score: -3422828.750000 Penalty: 2528.998291
	Iteration 0F: 2 clusters Score -3422829 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13531 members 
Mstep: Class 2 contains 13307 members 
Entering Unmasked Estep 
Score: -3404310.250000 Penalty: 5057.996582
	Iteration 0F: 3 clusters Score -3404310 nChanged 12084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14137 members 
Mstep: Class 2 contains 12701 members 
Entering Unmasked Estep 
Score: -3411058.500000 Penalty: 5057.996582
	Iteration 1F: 3 clusters Score -3411058 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14602 members 
Mstep: Class 2 contains 12236 members 
Entering Unmasked Estep 
Score: -3411794.250000 Penalty: 5057.996582
	Iteration 2F: 3 clusters Score -3411794 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15202 members 
Mstep: Class 2 contains 11636 members 
Entering Unmasked Estep 
Score: -3412743.750000 Penalty: 5057.996582
	Iteration 3F: 3 clusters Score -3412744 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15930 members 
Mstep: Class 2 contains 10908 members 
Entering Unmasked Estep 
Score: -3413943.000000 Penalty: 5057.996582
	Iteration 4F: 3 clusters Score -3413943 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16765 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
Score: -3415531.750000 Penalty: 5057.996582
	Iteration 5F: 3 clusters Score -3415532 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17674 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -3417106.750000 Penalty: 5057.996582
	Iteration 6F: 3 clusters Score -3417107 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18486 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -3418469.250000 Penalty: 5057.996582
	Iteration 7F: 3 clusters Score -3418469 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19265 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -3419591.250000 Penalty: 5057.996582
	Iteration 8F: 3 clusters Score -3419591 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19921 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -3420302.000000 Penalty: 5057.996582
	Iteration 9Q: 3 clusters Score -3420302 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20435 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -3420760.250000 Penalty: 5057.996582
	Iteration 10Q: 3 clusters Score -3420760 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20861 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -3421088.500000 Penalty: 5057.996582
	Iteration 11Q: 3 clusters Score -3421088 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21197 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -3421307.750000 Penalty: 5057.996582
	Iteration 12Q: 3 clusters Score -3421308 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21500 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -3421470.750000 Penalty: 5057.996582
	Iteration 13Q: 3 clusters Score -3421471 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21728 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -3421566.750000 Penalty: 5057.996582
	Iteration 14Q: 3 clusters Score -3421567 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21904 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -3421644.500000 Penalty: 5057.996582
	Iteration 15Q: 3 clusters Score -3421644 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22042 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -3421706.250000 Penalty: 5057.996582
	Iteration 16Q: 3 clusters Score -3421706 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22155 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -3421739.250000 Penalty: 5057.996582
	Iteration 17Q: 3 clusters Score -3421739 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22263 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -3421767.500000 Penalty: 5057.996582
	Iteration 18Q: 3 clusters Score -3421768 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22368 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -3421795.500000 Penalty: 5057.996582
	Iteration 19Q: 3 clusters Score -3421796 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22452 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -3421815.750000 Penalty: 5057.996582
	Iteration 20F: 3 clusters Score -3421816 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22525 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -3421830.500000 Penalty: 5057.996582
	Iteration 21Q: 3 clusters Score -3421830 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22588 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -3421851.000000 Penalty: 5057.996582
	Iteration 22Q: 3 clusters Score -3421851 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22639 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -3421870.250000 Penalty: 5057.996582
	Iteration 23Q: 3 clusters Score -3421870 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22687 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -3421884.750000 Penalty: 5057.996582
	Iteration 24Q: 3 clusters Score -3421885 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22719 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -3421889.250000 Penalty: 5057.996582
	Iteration 25Q: 3 clusters Score -3421889 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22752 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -3421893.250000 Penalty: 5057.996582
	Iteration 26Q: 3 clusters Score -3421893 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22783 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -3421898.250000 Penalty: 5057.996582
	Iteration 27Q: 3 clusters Score -3421898 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22811 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -3421898.250000 Penalty: 5057.996582
	Iteration 28Q: 3 clusters Score -3421898 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22829 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -3421900.500000 Penalty: 5057.996582
	Iteration 29Q: 3 clusters Score -3421900 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22843 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -3421908.250000 Penalty: 5057.996582
	Iteration 30Q: 3 clusters Score -3421908 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22850 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -3421904.500000 Penalty: 5057.996582
	Iteration 31Q: 3 clusters Score -3421904 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22859 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -3421904.500000 Penalty: 5057.996582
	Iteration 32Q: 3 clusters Score -3421904 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22868 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -3421906.000000 Penalty: 5057.996582
	Iteration 33Q: 3 clusters Score -3421906 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22874 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -3421907.500000 Penalty: 5057.996582
	Iteration 34Q: 3 clusters Score -3421908 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22880 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -3421902.250000 Penalty: 5057.996582
	Iteration 35Q: 3 clusters Score -3421902 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22886 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -3421903.000000 Penalty: 5057.996582
	Iteration 36Q: 3 clusters Score -3421903 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22889 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -3421906.750000 Penalty: 5057.996582
	Iteration 37Q: 3 clusters Score -3421907 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22892 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -3421900.250000 Penalty: 5057.996582
	Iteration 38Q: 3 clusters Score -3421900 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22896 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -3421903.250000 Penalty: 5057.996582
	Iteration 39Q: 3 clusters Score -3421903 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22899 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -3421899.250000 Penalty: 5057.996582
	Iteration 40F: 3 clusters Score -3421899 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22905 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -3421902.500000 Penalty: 5057.996582
	Iteration 41Q: 3 clusters Score -3421902 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22912 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -3421911.250000 Penalty: 5057.996582
	Iteration 42Q: 3 clusters Score -3421911 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22927 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -3421907.500000 Penalty: 5057.996582
	Iteration 43Q: 3 clusters Score -3421908 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22938 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -3421901.500000 Penalty: 5057.996582
	Iteration 44Q: 3 clusters Score -3421902 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22947 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -3421905.250000 Penalty: 5057.996582
	Iteration 45Q: 3 clusters Score -3421905 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22955 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -3421905.250000 Penalty: 5057.996582
	Iteration 46Q: 3 clusters Score -3421905 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22959 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -3421909.500000 Penalty: 5057.996582
	Iteration 47Q: 3 clusters Score -3421910 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22966 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -3421914.750000 Penalty: 5057.996582
	Iteration 48Q: 3 clusters Score -3421915 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22970 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -3421914.250000 Penalty: 5057.996582
	Iteration 49Q: 3 clusters Score -3421914 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22976 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -3421912.000000 Penalty: 5057.996582
	Iteration 50Q: 3 clusters Score -3421912 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22980 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -3421915.000000 Penalty: 5057.996582
	Iteration 51Q: 3 clusters Score -3421915 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22983 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -3421911.250000 Penalty: 5057.996582
	Iteration 52Q: 3 clusters Score -3421911 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22985 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -3421909.750000 Penalty: 5057.996582
	Iteration 53Q: 3 clusters Score -3421910 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22986 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -3421909.000000 Penalty: 5057.996582
	Iteration 54Q: 3 clusters Score -3421909 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22986 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -3421909.250000 Penalty: 5057.996582
	Iteration 55Q: 3 clusters Score -3421909 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22986 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -3421909.250000 Penalty: 5057.996582
	Iteration 56F: 3 clusters Score -3421909 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Entering Unmasked Estep 
Score: -20891.148438 Penalty: 1394.756348
	Iteration 0F: 2 clusters Score -20891.15 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 138 members 
Entering Unmasked Estep 
Score: -19944.517578 Penalty: 2789.512695
	Iteration 0F: 3 clusters Score -19944.52 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -20117.699219 Penalty: 2789.512695
	Iteration 1F: 3 clusters Score -20117.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -20178.605469 Penalty: 2789.512695
	Iteration 2F: 3 clusters Score -20178.61 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -20218.375000 Penalty: 2789.512695
	Iteration 3Q: 3 clusters Score -20218.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -20249.429688 Penalty: 2789.512695
	Iteration 4Q: 3 clusters Score -20249.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -20285.984375 Penalty: 2789.512695
	Iteration 5Q: 3 clusters Score -20285.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -20317.707031 Penalty: 2789.512695
	Iteration 6Q: 3 clusters Score -20317.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -20349.453125 Penalty: 2789.512695
	Iteration 7Q: 3 clusters Score -20349.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -20359.632812 Penalty: 2789.512695
	Iteration 8Q: 3 clusters Score -20359.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -20359.632812 Penalty: 2789.512695
	Iteration 9F: 3 clusters Score -20359.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Entering Unmasked Estep 
Score: -88748.562500 Penalty: 1592.965210
	Iteration 0F: 2 clusters Score -88748.56 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 319 members 
Entering Unmasked Estep 
Score: -87190.148438 Penalty: 3185.930420
	Iteration 0F: 3 clusters Score -87190.15 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -87864.585938 Penalty: 3185.930420
	Iteration 1F: 3 clusters Score -87864.59 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -88147.929688 Penalty: 3185.930420
	Iteration 2F: 3 clusters Score -88147.93 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -88423.328125 Penalty: 3185.930420
	Iteration 3F: 3 clusters Score -88423.33 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -88623.046875 Penalty: 3185.930420
	Iteration 4Q: 3 clusters Score -88623.05 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -88668.710938 Penalty: 3185.930420
	Iteration 5Q: 3 clusters Score -88668.71 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -88704.007812 Penalty: 3185.930420
	Iteration 6Q: 3 clusters Score -88704.01 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -88766.593750 Penalty: 3185.930420
	Iteration 7Q: 3 clusters Score -88766.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -88807.617188 Penalty: 3185.930420
	Iteration 8Q: 3 clusters Score -88807.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -88890.234375 Penalty: 3185.930420
	Iteration 9Q: 3 clusters Score -88890.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -88924.648438 Penalty: 3185.930420
	Iteration 10Q: 3 clusters Score -88924.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -88933.093750 Penalty: 3185.930420
	Iteration 11Q: 3 clusters Score -88933.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -88952.117188 Penalty: 3185.930420
	Iteration 12Q: 3 clusters Score -88952.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -88961.320312 Penalty: 3185.930420
	Iteration 13Q: 3 clusters Score -88961.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -88962.484375 Penalty: 3185.930420
	Iteration 14Q: 3 clusters Score -88962.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -88962.484375 Penalty: 3185.930420
	Iteration 15F: 3 clusters Score -88962.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22645 members 
Mstep: Class 2 contains 4319 members 
Mstep: Class 3 contains 1074 members 
Mstep: Class 4 contains 223858 members 
Mstep: Class 5 contains 4104 members 
Mstep: Class 6 contains 2260 members 
Mstep: Class 7 contains 9372 members 
Mstep: Class 8 contains 13916 members 
Mstep: Class 9 contains 7479 members 
Mstep: Class 10 contains 27208 members 
Mstep: Class 11 contains 11615 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 13 contains 3501 members 
Mstep: Class 14 contains 36448 members 
Mstep: Class 15 contains 181259 members 
Mstep: Class 16 contains 23102 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 9961 members 
Mstep: Class 19 contains 164698 members 
Mstep: Class 20 contains 55019 members 
Mstep: Class 21 contains 2417 members 
Mstep: Class 22 contains 686 members 
Mstep: Class 23 contains 4373 members 
Mstep: Class 24 contains 3352 members 
Mstep: Class 25 contains 38538 members 
Mstep: Class 26 contains 60664 members 
Mstep: Class 27 contains 28781 members 
Mstep: Class 28 contains 470 members 
Mstep: Class 29 contains 42520 members 
Mstep: Class 30 contains 10776 members 
Mstep: Class 31 contains 6562 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8498 members 
Mstep: Class 34 contains 437 members 
Mstep: Class 35 contains 3422 members 
Mstep: Class 36 contains 8266 members 
Mstep: Class 37 contains 3932 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1885 members 
Mstep: Class 40 contains 19228 members 
Mstep: Class 41 contains 423 members 
Mstep: Class 42 contains 3007 members 
Mstep: Class 43 contains 3343 members 
Mstep: Class 44 contains 1401 members 
Mstep: Class 45 contains 22206 members 
Mstep: Class 46 contains 13090 members 
Mstep: Class 47 contains 306 members 
Mstep: Class 48 contains 7849 members 
Mstep: Class 49 contains 26838 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 249 members 
Mstep: Class 52 contains 309 members 
Mstep: Class 53 contains 3102 members 
Mstep: Class 54 contains 347 members 
Mstep: Class 55 contains 4825 members 
Mstep: Class 56 contains 17268 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 284 members 
Mstep: Class 60 contains 4833 members 
Mstep: Class 61 contains 1768 members 
Mstep: Class 62 contains 1052 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 8306 members 
Mstep: Class 65 contains 503 members 
Mstep: Class 66 contains 665 members 
Mstep: Class 67 contains 2648 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 711 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 7991 members 
Mstep: Class 75 contains 892 members 
Mstep: Class 76 contains 504 members 
Mstep: Class 77 contains 631 members 
Mstep: Class 78 contains 367 members 
Entering Unmasked Estep 
Score: -147545600.000000 Penalty: 270583.718750
Splitting cluster 51 changes total score from -147547344.000000 to -147545600.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 52 (309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Entering Unmasked Estep 
Score: -40856.054688 Penalty: 1421.868652
	Iteration 0F: 2 clusters Score -40856.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -39655.136719 Penalty: 2843.737305
	Iteration 0F: 3 clusters Score -39655.14 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -40052.457031 Penalty: 2843.737305
	Iteration 1F: 3 clusters Score -40052.46 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -40379.894531 Penalty: 2843.737305
	Iteration 2F: 3 clusters Score -40379.89 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -40583.281250 Penalty: 2843.737305
	Iteration 3F: 3 clusters Score -40583.28 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -40760.281250 Penalty: 2843.737305
	Iteration 4Q: 3 clusters Score -40760.28 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -40947.507812 Penalty: 2843.737305
	Iteration 5Q: 3 clusters Score -40947.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -41011.140625 Penalty: 2843.737305
	Iteration 6Q: 3 clusters Score -41011.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -41232.933594 Penalty: 2843.737305
	Iteration 7Q: 3 clusters Score -41232.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -41232.933594 Penalty: 2843.737305
	Iteration 8F: 3 clusters Score -41232.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22645 members 
Mstep: Class 2 contains 4319 members 
Mstep: Class 3 contains 1074 members 
Mstep: Class 4 contains 223858 members 
Mstep: Class 5 contains 4104 members 
Mstep: Class 6 contains 2260 members 
Mstep: Class 7 contains 9372 members 
Mstep: Class 8 contains 13916 members 
Mstep: Class 9 contains 7479 members 
Mstep: Class 10 contains 27208 members 
Mstep: Class 11 contains 11615 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 13 contains 3501 members 
Mstep: Class 14 contains 36448 members 
Mstep: Class 15 contains 181259 members 
Mstep: Class 16 contains 23102 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 9961 members 
Mstep: Class 19 contains 164698 members 
Mstep: Class 20 contains 55019 members 
Mstep: Class 21 contains 2417 members 
Mstep: Class 22 contains 686 members 
Mstep: Class 23 contains 4373 members 
Mstep: Class 24 contains 3352 members 
Mstep: Class 25 contains 38538 members 
Mstep: Class 26 contains 60664 members 
Mstep: Class 27 contains 28781 members 
Mstep: Class 28 contains 470 members 
Mstep: Class 29 contains 42520 members 
Mstep: Class 30 contains 10776 members 
Mstep: Class 31 contains 6562 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8498 members 
Mstep: Class 34 contains 437 members 
Mstep: Class 35 contains 3422 members 
Mstep: Class 36 contains 8266 members 
Mstep: Class 37 contains 3932 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1885 members 
Mstep: Class 40 contains 19228 members 
Mstep: Class 41 contains 423 members 
Mstep: Class 42 contains 3007 members 
Mstep: Class 43 contains 3343 members 
Mstep: Class 44 contains 1401 members 
Mstep: Class 45 contains 22206 members 
Mstep: Class 46 contains 13090 members 
Mstep: Class 47 contains 306 members 
Mstep: Class 48 contains 7849 members 
Mstep: Class 49 contains 26838 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 616 members 
Mstep: Class 52 contains 129 members 
Mstep: Class 53 contains 3102 members 
Mstep: Class 54 contains 347 members 
Mstep: Class 55 contains 4825 members 
Mstep: Class 56 contains 17268 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 284 members 
Mstep: Class 60 contains 4833 members 
Mstep: Class 61 contains 1768 members 
Mstep: Class 62 contains 1052 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 8306 members 
Mstep: Class 65 contains 503 members 
Mstep: Class 66 contains 665 members 
Mstep: Class 67 contains 2648 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 711 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 7991 members 
Mstep: Class 75 contains 892 members 
Mstep: Class 76 contains 504 members 
Mstep: Class 77 contains 631 members 
Mstep: Class 78 contains 180 members 
Entering Unmasked Estep 
Score: -147545536.000000 Penalty: 270583.718750
Splitting cluster 52 changes total score from -147547344.000000 to -147545536.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 53 (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: -390596.312500 Penalty: 1993.871094
	Iteration 0F: 2 clusters Score -390596.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -387300.687500 Penalty: 3987.742188
	Iteration 0F: 3 clusters Score -387300.7 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -387938.656250 Penalty: 3987.742188
	Iteration 1F: 3 clusters Score -387938.7 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -388098.375000 Penalty: 3987.742188
	Iteration 2F: 3 clusters Score -388098.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -388210.625000 Penalty: 3987.742188
	Iteration 3Q: 3 clusters Score -388210.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -388279.531250 Penalty: 3987.742188
	Iteration 4Q: 3 clusters Score -388279.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -388311.468750 Penalty: 3987.742188
	Iteration 5Q: 3 clusters Score -388311.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -388336.562500 Penalty: 3987.742188
	Iteration 6Q: 3 clusters Score -388336.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -388356.375000 Penalty: 3987.742188
	Iteration 7Q: 3 clusters Score -388356.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -388375.906250 Penalty: 3987.742188
	Iteration 8Q: 3 clusters Score -388375.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -388393.281250 Penalty: 3987.742188
	Iteration 9Q: 3 clusters Score -388393.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -388412.156250 Penalty: 3987.742188
	Iteration 10Q: 3 clusters Score -388412.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -388424.281250 Penalty: 3987.742188
	Iteration 11Q: 3 clusters Score -388424.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -388436.000000 Penalty: 3987.742188
	Iteration 12Q: 3 clusters Score -388436 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -388444.343750 Penalty: 3987.742188
	Iteration 13Q: 3 clusters Score -388444.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -388453.406250 Penalty: 3987.742188
	Iteration 14Q: 3 clusters Score -388453.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -388461.781250 Penalty: 3987.742188
	Iteration 15Q: 3 clusters Score -388461.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -388470.875000 Penalty: 3987.742188
	Iteration 16Q: 3 clusters Score -388470.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -388478.062500 Penalty: 3987.742188
	Iteration 17Q: 3 clusters Score -388478.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -388483.906250 Penalty: 3987.742188
	Iteration 18Q: 3 clusters Score -388483.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -388489.531250 Penalty: 3987.742188
	Iteration 19Q: 3 clusters Score -388489.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -388494.312500 Penalty: 3987.742188
	Iteration 20F: 3 clusters Score -388494.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -388497.687500 Penalty: 3987.742188
	Iteration 21Q: 3 clusters Score -388497.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -388502.437500 Penalty: 3987.742188
	Iteration 22Q: 3 clusters Score -388502.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -388509.906250 Penalty: 3987.742188
	Iteration 23Q: 3 clusters Score -388509.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -388520.375000 Penalty: 3987.742188
	Iteration 24Q: 3 clusters Score -388520.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -388534.437500 Penalty: 3987.742188
	Iteration 25Q: 3 clusters Score -388534.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -388539.843750 Penalty: 3987.742188
	Iteration 26Q: 3 clusters Score -388539.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -388546.812500 Penalty: 3987.742188
	Iteration 27Q: 3 clusters Score -388546.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -388552.500000 Penalty: 3987.742188
	Iteration 28Q: 3 clusters Score -388552.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -388556.437500 Penalty: 3987.742188
	Iteration 29Q: 3 clusters Score -388556.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -388561.906250 Penalty: 3987.742188
	Iteration 30Q: 3 clusters Score -388561.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -388565.843750 Penalty: 3987.742188
	Iteration 31Q: 3 clusters Score -388565.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -388567.718750 Penalty: 3987.742188
	Iteration 32Q: 3 clusters Score -388567.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -388569.718750 Penalty: 3987.742188
	Iteration 33Q: 3 clusters Score -388569.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -388569.437500 Penalty: 3987.742188
	Iteration 34Q: 3 clusters Score -388569.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -388569.437500 Penalty: 3987.742188
	Iteration 35F: 3 clusters Score -388569.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Entering Unmasked Estep 
Score: -51667.664062 Penalty: 1450.632568
	Iteration 0F: 2 clusters Score -51667.66 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 173 members 
Entering Unmasked Estep 
Score: -50340.019531 Penalty: 2901.265137
	Iteration 0F: 3 clusters Score -50340.02 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -50527.394531 Penalty: 2901.265137
	Iteration 1F: 3 clusters Score -50527.39 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -50602.539062 Penalty: 2901.265137
	Iteration 2Q: 3 clusters Score -50602.54 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -50690.082031 Penalty: 2901.265137
	Iteration 3Q: 3 clusters Score -50690.08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -50743.683594 Penalty: 2901.265137
	Iteration 4Q: 3 clusters Score -50743.68 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -50792.160156 Penalty: 2901.265137
	Iteration 5Q: 3 clusters Score -50792.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -50847.683594 Penalty: 2901.265137
	Iteration 6Q: 3 clusters Score -50847.68 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -51008.625000 Penalty: 2901.265137
	Iteration 7Q: 3 clusters Score -51008.62 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -51189.828125 Penalty: 2901.265137
	Iteration 8Q: 3 clusters Score -51189.83 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -51306.117188 Penalty: 2901.265137
	Iteration 9Q: 3 clusters Score -51306.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -51389.824219 Penalty: 2901.265137
	Iteration 10Q: 3 clusters Score -51389.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -51496.363281 Penalty: 2901.265137
	Iteration 11Q: 3 clusters Score -51496.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -51591.933594 Penalty: 2901.265137
	Iteration 12Q: 3 clusters Score -51591.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -51698.230469 Penalty: 2901.265137
	Iteration 13Q: 3 clusters Score -51698.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -51714.730469 Penalty: 2901.265137
	Iteration 14Q: 3 clusters Score -51714.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -51714.730469 Penalty: 2901.265137
	Iteration 15F: 3 clusters Score -51714.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22645 members 
Mstep: Class 2 contains 4319 members 
Mstep: Class 3 contains 1074 members 
Mstep: Class 4 contains 223858 members 
Mstep: Class 5 contains 4104 members 
Mstep: Class 6 contains 2260 members 
Mstep: Class 7 contains 9372 members 
Mstep: Class 8 contains 13916 members 
Mstep: Class 9 contains 7479 members 
Mstep: Class 10 contains 27208 members 
Mstep: Class 11 contains 11615 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 13 contains 3501 members 
Mstep: Class 14 contains 36448 members 
Mstep: Class 15 contains 181259 members 
Mstep: Class 16 contains 23102 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 9961 members 
Mstep: Class 19 contains 164698 members 
Mstep: Class 20 contains 55019 members 
Mstep: Class 21 contains 2417 members 
Mstep: Class 22 contains 686 members 
Mstep: Class 23 contains 4373 members 
Mstep: Class 24 contains 3352 members 
Mstep: Class 25 contains 38538 members 
Mstep: Class 26 contains 60664 members 
Mstep: Class 27 contains 28781 members 
Mstep: Class 28 contains 470 members 
Mstep: Class 29 contains 42520 members 
Mstep: Class 30 contains 10776 members 
Mstep: Class 31 contains 6562 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8498 members 
Mstep: Class 34 contains 437 members 
Mstep: Class 35 contains 3422 members 
Mstep: Class 36 contains 8266 members 
Mstep: Class 37 contains 3932 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1885 members 
Mstep: Class 40 contains 19228 members 
Mstep: Class 41 contains 423 members 
Mstep: Class 42 contains 3007 members 
Mstep: Class 43 contains 3343 members 
Mstep: Class 44 contains 1401 members 
Mstep: Class 45 contains 22206 members 
Mstep: Class 46 contains 13090 members 
Mstep: Class 47 contains 306 members 
Mstep: Class 48 contains 7849 members 
Mstep: Class 49 contains 26838 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 616 members 
Mstep: Class 52 contains 309 members 
Mstep: Class 53 contains 3102 members 
Mstep: Class 54 contains 170 members 
Mstep: Class 55 contains 4825 members 
Mstep: Class 56 contains 17268 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 284 members 
Mstep: Class 60 contains 4833 members 
Mstep: Class 61 contains 1768 members 
Mstep: Class 62 contains 1052 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 8306 members 
Mstep: Class 65 contains 503 members 
Mstep: Class 66 contains 665 members 
Mstep: Class 67 contains 2648 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 711 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 7991 members 
Mstep: Class 75 contains 892 members 
Mstep: Class 76 contains 504 members 
Mstep: Class 77 contains 631 members 
Mstep: Class 78 contains 177 members 
Entering Unmasked Estep 
Score: -147545328.000000 Penalty: 270583.718750
Splitting cluster 54 changes total score from -147547344.000000 to -147545328.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 55 (4825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Entering Unmasked Estep 
Score: -518734.375000 Penalty: 2103.428467
	Iteration 0F: 2 clusters Score -518734.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -514347.843750 Penalty: 4206.856934
	Iteration 0F: 3 clusters Score -514347.8 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -515689.218750 Penalty: 4206.856934
	Iteration 1F: 3 clusters Score -515689.2 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -516097.062500 Penalty: 4206.856934
	Iteration 2F: 3 clusters Score -516097.1 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -516409.218750 Penalty: 4206.856934
	Iteration 3F: 3 clusters Score -516409.2 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -516611.406250 Penalty: 4206.856934
	Iteration 4F: 3 clusters Score -516611.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -516799.531250 Penalty: 4206.856934
	Iteration 5Q: 3 clusters Score -516799.5 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -516956.093750 Penalty: 4206.856934
	Iteration 6Q: 3 clusters Score -516956.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -517087.656250 Penalty: 4206.856934
	Iteration 7Q: 3 clusters Score -517087.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -517155.156250 Penalty: 4206.856934
	Iteration 8Q: 3 clusters Score -517155.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -517195.781250 Penalty: 4206.856934
	Iteration 9Q: 3 clusters Score -517195.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -517217.187500 Penalty: 4206.856934
	Iteration 10Q: 3 clusters Score -517217.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -517239.968750 Penalty: 4206.856934
	Iteration 11Q: 3 clusters Score -517240 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -517256.437500 Penalty: 4206.856934
	Iteration 12Q: 3 clusters Score -517256.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -517268.406250 Penalty: 4206.856934
	Iteration 13Q: 3 clusters Score -517268.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -517281.656250 Penalty: 4206.856934
	Iteration 14Q: 3 clusters Score -517281.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -517290.968750 Penalty: 4206.856934
	Iteration 15Q: 3 clusters Score -517291 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -517299.562500 Penalty: 4206.856934
	Iteration 16Q: 3 clusters Score -517299.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -517312.718750 Penalty: 4206.856934
	Iteration 17Q: 3 clusters Score -517312.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -517318.906250 Penalty: 4206.856934
	Iteration 18Q: 3 clusters Score -517318.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -517324.093750 Penalty: 4206.856934
	Iteration 19Q: 3 clusters Score -517324.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -517328.875000 Penalty: 4206.856934
	Iteration 20F: 3 clusters Score -517328.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -517334.781250 Penalty: 4206.856934
	Iteration 21Q: 3 clusters Score -517334.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -517339.593750 Penalty: 4206.856934
	Iteration 22Q: 3 clusters Score -517339.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -517345.000000 Penalty: 4206.856934
	Iteration 23Q: 3 clusters Score -517345 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -517350.218750 Penalty: 4206.856934
	Iteration 24Q: 3 clusters Score -517350.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -517355.593750 Penalty: 4206.856934
	Iteration 25Q: 3 clusters Score -517355.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -517359.281250 Penalty: 4206.856934
	Iteration 26Q: 3 clusters Score -517359.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -517360.937500 Penalty: 4206.856934
	Iteration 27Q: 3 clusters Score -517360.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -517360.125000 Penalty: 4206.856934
	Iteration 28Q: 3 clusters Score -517360.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -517361.375000 Penalty: 4206.856934
	Iteration 29Q: 3 clusters Score -517361.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -517363.125000 Penalty: 4206.856934
	Iteration 30Q: 3 clusters Score -517363.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -517364.031250 Penalty: 4206.856934
	Iteration 31Q: 3 clusters Score -517364 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -517365.250000 Penalty: 4206.856934
	Iteration 32Q: 3 clusters Score -517365.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -517366.718750 Penalty: 4206.856934
	Iteration 33Q: 3 clusters Score -517366.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -517368.437500 Penalty: 4206.856934
	Iteration 34Q: 3 clusters Score -517368.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -517368.593750 Penalty: 4206.856934
	Iteration 35Q: 3 clusters Score -517368.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -517369.343750 Penalty: 4206.856934
	Iteration 36Q: 3 clusters Score -517369.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -517369.343750 Penalty: 4206.856934
	Iteration 37F: 3 clusters Score -517369.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (17268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17268 members 
Entering Unmasked Estep 
Score: -2206024.750000 Penalty: 2419.639160
	Iteration 0F: 2 clusters Score -2206025 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -2193656.500000 Penalty: 4839.278320
	Iteration 0F: 3 clusters Score -2193656 nChanged 7485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 9186 members 
Entering Unmasked Estep 
Score: -2197700.250000 Penalty: 4839.278320
	Iteration 1F: 3 clusters Score -2197700 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -2198101.250000 Penalty: 4839.278320
	Iteration 2F: 3 clusters Score -2198101 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
Score: -2198469.750000 Penalty: 4839.278320
	Iteration 3Q: 3 clusters Score -2198470 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 10680 members 
Entering Unmasked Estep 
Score: -2198863.000000 Penalty: 4839.278320
	Iteration 4Q: 3 clusters Score -2198863 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 11418 members 
Entering Unmasked Estep 
Score: -2199349.750000 Penalty: 4839.278320
	Iteration 5Q: 3 clusters Score -2199350 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 12280 members 
Entering Unmasked Estep 
Score: -2199950.750000 Penalty: 4839.278320
	Iteration 6F: 3 clusters Score -2199951 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 13236 members 
Entering Unmasked Estep 
Score: -2200722.500000 Penalty: 4839.278320
	Iteration 7F: 3 clusters Score -2200722 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 14227 members 
Entering Unmasked Estep 
Score: -2201576.500000 Penalty: 4839.278320
	Iteration 8F: 3 clusters Score -2201576 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 15073 members 
Entering Unmasked Estep 
Score: -2202318.250000 Penalty: 4839.278320
	Iteration 9F: 3 clusters Score -2202318 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 15686 members 
Entering Unmasked Estep 
Score: -2202859.250000 Penalty: 4839.278320
	Iteration 10Q: 3 clusters Score -2202859 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 16107 members 
Entering Unmasked Estep 
Score: -2203267.000000 Penalty: 4839.278320
	Iteration 11Q: 3 clusters Score -2203267 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 16350 members 
Entering Unmasked Estep 
Score: -2203514.250000 Penalty: 4839.278320
	Iteration 12Q: 3 clusters Score -2203514 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 16500 members 
Entering Unmasked Estep 
Score: -2203672.250000 Penalty: 4839.278320
	Iteration 13Q: 3 clusters Score -2203672 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 16584 members 
Entering Unmasked Estep 
Score: -2203790.750000 Penalty: 4839.278320
	Iteration 14Q: 3 clusters Score -2203791 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 16649 members 
Entering Unmasked Estep 
Score: -2203881.000000 Penalty: 4839.278320
	Iteration 15Q: 3 clusters Score -2203881 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 16694 members 
Entering Unmasked Estep 
Score: -2203949.500000 Penalty: 4839.278320
	Iteration 16Q: 3 clusters Score -2203950 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 16716 members 
Entering Unmasked Estep 
Score: -2203985.500000 Penalty: 4839.278320
	Iteration 17Q: 3 clusters Score -2203986 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 16725 members 
Entering Unmasked Estep 
Score: -2204004.500000 Penalty: 4839.278320
	Iteration 18Q: 3 clusters Score -2204004 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 16733 members 
Entering Unmasked Estep 
Score: -2204027.000000 Penalty: 4839.278320
	Iteration 19Q: 3 clusters Score -2204027 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 16743 members 
Entering Unmasked Estep 
Score: -2204052.500000 Penalty: 4839.278320
	Iteration 20F: 3 clusters Score -2204052 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 16751 members 
Entering Unmasked Estep 
Score: -2204063.000000 Penalty: 4839.278320
	Iteration 21Q: 3 clusters Score -2204063 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 16761 members 
Entering Unmasked Estep 
Score: -2204071.750000 Penalty: 4839.278320
	Iteration 22Q: 3 clusters Score -2204072 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 16765 members 
Entering Unmasked Estep 
Score: -2204077.500000 Penalty: 4839.278320
	Iteration 23Q: 3 clusters Score -2204078 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 16769 members 
Entering Unmasked Estep 
Score: -2204080.750000 Penalty: 4839.278320
	Iteration 24Q: 3 clusters Score -2204081 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 16769 members 
Entering Unmasked Estep 
Score: -2204081.000000 Penalty: 4839.278320
	Iteration 25Q: 3 clusters Score -2204081 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 16769 members 
Entering Unmasked Estep 
Score: -2204081.000000 Penalty: 4839.278320
	Iteration 26F: 3 clusters Score -2204081 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Entering Unmasked Estep 
Score: -68800.750000 Penalty: 1524.820190
	Iteration 0F: 2 clusters Score -68800.75 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 221 members 
Entering Unmasked Estep 
Score: -67387.578125 Penalty: 3049.640381
	Iteration 0F: 3 clusters Score -67387.58 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -67815.273438 Penalty: 3049.640381
	Iteration 1F: 3 clusters Score -67815.27 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -68231.843750 Penalty: 3049.640381
	Iteration 2F: 3 clusters Score -68231.84 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -68693.226562 Penalty: 3049.640381
	Iteration 3F: 3 clusters Score -68693.23 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -68807.203125 Penalty: 3049.640381
	Iteration 4Q: 3 clusters Score -68807.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -68868.695312 Penalty: 3049.640381
	Iteration 5Q: 3 clusters Score -68868.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -68960.078125 Penalty: 3049.640381
	Iteration 6Q: 3 clusters Score -68960.08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -69043.445312 Penalty: 3049.640381
	Iteration 7Q: 3 clusters Score -69043.45 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -69126.593750 Penalty: 3049.640381
	Iteration 8Q: 3 clusters Score -69126.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -69177.984375 Penalty: 3049.640381
	Iteration 9Q: 3 clusters Score -69177.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -69225.007812 Penalty: 3049.640381
	Iteration 10Q: 3 clusters Score -69225.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -69250.734375 Penalty: 3049.640381
	Iteration 11Q: 3 clusters Score -69250.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -69258.531250 Penalty: 3049.640381
	Iteration 12Q: 3 clusters Score -69258.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -69261.234375 Penalty: 3049.640381
	Iteration 13F: 3 clusters Score -69261.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -69267.867188 Penalty: 3049.640381
	Iteration 14Q: 3 clusters Score -69267.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -69267.867188 Penalty: 3049.640381
	Iteration 15F: 3 clusters Score -69267.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22645 members 
Mstep: Class 2 contains 4319 members 
Mstep: Class 3 contains 1074 members 
Mstep: Class 4 contains 223858 members 
Mstep: Class 5 contains 4104 members 
Mstep: Class 6 contains 2260 members 
Mstep: Class 7 contains 9372 members 
Mstep: Class 8 contains 13916 members 
Mstep: Class 9 contains 7479 members 
Mstep: Class 10 contains 27208 members 
Mstep: Class 11 contains 11615 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 13 contains 3501 members 
Mstep: Class 14 contains 36448 members 
Mstep: Class 15 contains 181259 members 
Mstep: Class 16 contains 23102 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 9961 members 
Mstep: Class 19 contains 164698 members 
Mstep: Class 20 contains 55019 members 
Mstep: Class 21 contains 2417 members 
Mstep: Class 22 contains 686 members 
Mstep: Class 23 contains 4373 members 
Mstep: Class 24 contains 3352 members 
Mstep: Class 25 contains 38538 members 
Mstep: Class 26 contains 60664 members 
Mstep: Class 27 contains 28781 members 
Mstep: Class 28 contains 470 members 
Mstep: Class 29 contains 42520 members 
Mstep: Class 30 contains 10776 members 
Mstep: Class 31 contains 6562 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8498 members 
Mstep: Class 34 contains 437 members 
Mstep: Class 35 contains 3422 members 
Mstep: Class 36 contains 8266 members 
Mstep: Class 37 contains 3932 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1885 members 
Mstep: Class 40 contains 19228 members 
Mstep: Class 41 contains 423 members 
Mstep: Class 42 contains 3007 members 
Mstep: Class 43 contains 3343 members 
Mstep: Class 44 contains 1401 members 
Mstep: Class 45 contains 22206 members 
Mstep: Class 46 contains 13090 members 
Mstep: Class 47 contains 306 members 
Mstep: Class 48 contains 7849 members 
Mstep: Class 49 contains 26838 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 616 members 
Mstep: Class 52 contains 309 members 
Mstep: Class 53 contains 3102 members 
Mstep: Class 54 contains 347 members 
Mstep: Class 55 contains 4825 members 
Mstep: Class 56 contains 17268 members 
Mstep: Class 57 contains 125 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 284 members 
Mstep: Class 60 contains 4833 members 
Mstep: Class 61 contains 1768 members 
Mstep: Class 62 contains 1052 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 8306 members 
Mstep: Class 65 contains 503 members 
Mstep: Class 66 contains 665 members 
Mstep: Class 67 contains 2648 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 711 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 7991 members 
Mstep: Class 75 contains 892 members 
Mstep: Class 76 contains 504 members 
Mstep: Class 77 contains 631 members 
Mstep: Class 78 contains 343 members 
Entering Unmasked Estep 
Score: -147545840.000000 Penalty: 270583.718750
Splitting cluster 57 changes total score from -147547344.000000 to -147545840.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 58 (405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Entering Unmasked Estep 
Score: -56136.066406 Penalty: 1488.963989
	Iteration 0F: 2 clusters Score -56136.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -54722.640625 Penalty: 2977.927979
	Iteration 0F: 3 clusters Score -54722.64 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -54930.015625 Penalty: 2977.927979
	Iteration 1F: 3 clusters Score -54930.02 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -55108.546875 Penalty: 2977.927979
	Iteration 2F: 3 clusters Score -55108.55 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -55339.136719 Penalty: 2977.927979
	Iteration 3F: 3 clusters Score -55339.14 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -55493.460938 Penalty: 2977.927979
	Iteration 4F: 3 clusters Score -55493.46 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -55589.769531 Penalty: 2977.927979
	Iteration 5Q: 3 clusters Score -55589.77 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -55670.847656 Penalty: 2977.927979
	Iteration 6Q: 3 clusters Score -55670.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -55702.375000 Penalty: 2977.927979
	Iteration 7Q: 3 clusters Score -55702.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -55726.171875 Penalty: 2977.927979
	Iteration 8Q: 3 clusters Score -55726.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -55752.261719 Penalty: 2977.927979
	Iteration 9Q: 3 clusters Score -55752.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -55759.027344 Penalty: 2977.927979
	Iteration 10Q: 3 clusters Score -55759.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -55761.453125 Penalty: 2977.927979
	Iteration 11Q: 3 clusters Score -55761.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -55761.453125 Penalty: 2977.927979
	Iteration 12F: 3 clusters Score -55761.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Entering Unmasked Estep 
Score: -38100.453125 Penalty: 1400.945679
	Iteration 0F: 2 clusters Score -38100.45 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 141 members 
Entering Unmasked Estep 
Score: -36897.082031 Penalty: 2801.891357
	Iteration 0F: 3 clusters Score -36897.08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -37183.488281 Penalty: 2801.891357
	Iteration 1F: 3 clusters Score -37183.49 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -37295.054688 Penalty: 2801.891357
	Iteration 2Q: 3 clusters Score -37295.05 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -37408.332031 Penalty: 2801.891357
	Iteration 3Q: 3 clusters Score -37408.33 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -37466.644531 Penalty: 2801.891357
	Iteration 4Q: 3 clusters Score -37466.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -37486.484375 Penalty: 2801.891357
	Iteration 5Q: 3 clusters Score -37486.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -37492.437500 Penalty: 2801.891357
	Iteration 6Q: 3 clusters Score -37492.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -37497.882812 Penalty: 2801.891357
	Iteration 7Q: 3 clusters Score -37497.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -37505.535156 Penalty: 2801.891357
	Iteration 8Q: 3 clusters Score -37505.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -37511.234375 Penalty: 2801.891357
	Iteration 9Q: 3 clusters Score -37511.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -37515.894531 Penalty: 2801.891357
	Iteration 10Q: 3 clusters Score -37515.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -37515.894531 Penalty: 2801.891357
	Iteration 11F: 3 clusters Score -37515.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (4833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Entering Unmasked Estep 
Score: -612083.687500 Penalty: 2103.839355
	Iteration 0F: 2 clusters Score -612083.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -607623.125000 Penalty: 4207.678711
	Iteration 0F: 3 clusters Score -607623.1 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -608728.625000 Penalty: 4207.678711
	Iteration 1F: 3 clusters Score -608728.6 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -608956.312500 Penalty: 4207.678711
	Iteration 2F: 3 clusters Score -608956.3 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -609091.125000 Penalty: 4207.678711
	Iteration 3Q: 3 clusters Score -609091.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -609208.250000 Penalty: 4207.678711
	Iteration 4Q: 3 clusters Score -609208.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -609335.812500 Penalty: 4207.678711
	Iteration 5Q: 3 clusters Score -609335.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -609465.312500 Penalty: 4207.678711
	Iteration 6Q: 3 clusters Score -609465.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -609562.312500 Penalty: 4207.678711
	Iteration 7Q: 3 clusters Score -609562.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -609641.687500 Penalty: 4207.678711
	Iteration 8Q: 3 clusters Score -609641.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -609730.687500 Penalty: 4207.678711
	Iteration 9Q: 3 clusters Score -609730.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -609808.875000 Penalty: 4207.678711
	Iteration 10Q: 3 clusters Score -609808.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -609870.937500 Penalty: 4207.678711
	Iteration 11Q: 3 clusters Score -609870.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -609936.687500 Penalty: 4207.678711
	Iteration 12Q: 3 clusters Score -609936.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -609998.125000 Penalty: 4207.678711
	Iteration 13Q: 3 clusters Score -609998.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -610054.000000 Penalty: 4207.678711
	Iteration 14Q: 3 clusters Score -610054 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -610110.375000 Penalty: 4207.678711
	Iteration 15Q: 3 clusters Score -610110.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -610161.187500 Penalty: 4207.678711
	Iteration 16Q: 3 clusters Score -610161.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -610192.500000 Penalty: 4207.678711
	Iteration 17Q: 3 clusters Score -610192.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -610228.937500 Penalty: 4207.678711
	Iteration 18Q: 3 clusters Score -610228.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -610262.750000 Penalty: 4207.678711
	Iteration 19Q: 3 clusters Score -610262.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -610299.250000 Penalty: 4207.678711
	Iteration 20F: 3 clusters Score -610299.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -610333.187500 Penalty: 4207.678711
	Iteration 21Q: 3 clusters Score -610333.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -610359.437500 Penalty: 4207.678711
	Iteration 22Q: 3 clusters Score -610359.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -610392.000000 Penalty: 4207.678711
	Iteration 23Q: 3 clusters Score -610392 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -610408.937500 Penalty: 4207.678711
	Iteration 24Q: 3 clusters Score -610408.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -610424.125000 Penalty: 4207.678711
	Iteration 25Q: 3 clusters Score -610424.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -610435.062500 Penalty: 4207.678711
	Iteration 26Q: 3 clusters Score -610435.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -610446.312500 Penalty: 4207.678711
	Iteration 27Q: 3 clusters Score -610446.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -610459.062500 Penalty: 4207.678711
	Iteration 28Q: 3 clusters Score -610459.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -610472.625000 Penalty: 4207.678711
	Iteration 29Q: 3 clusters Score -610472.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -610488.687500 Penalty: 4207.678711
	Iteration 30Q: 3 clusters Score -610488.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -610497.812500 Penalty: 4207.678711
	Iteration 31Q: 3 clusters Score -610497.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -610501.125000 Penalty: 4207.678711
	Iteration 32Q: 3 clusters Score -610501.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -610504.312500 Penalty: 4207.678711
	Iteration 33Q: 3 clusters Score -610504.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -610506.750000 Penalty: 4207.678711
	Iteration 34Q: 3 clusters Score -610506.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -610509.312500 Penalty: 4207.678711
	Iteration 35Q: 3 clusters Score -610509.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -610510.500000 Penalty: 4207.678711
	Iteration 36Q: 3 clusters Score -610510.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -610510.750000 Penalty: 4207.678711
	Iteration 37Q: 3 clusters Score -610510.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -610511.562500 Penalty: 4207.678711
	Iteration 38Q: 3 clusters Score -610511.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -610511.312500 Penalty: 4207.678711
	Iteration 39Q: 3 clusters Score -610511.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -610511.312500 Penalty: 4207.678711
	Iteration 40F: 3 clusters Score -610511.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (1768 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Entering Unmasked Estep 
Score: -222502.296875 Penalty: 1854.445923
	Iteration 0F: 2 clusters Score -222502.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -220062.578125 Penalty: 3708.891846
	Iteration 0F: 3 clusters Score -220062.6 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -220476.171875 Penalty: 3708.891846
	Iteration 1F: 3 clusters Score -220476.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -220583.421875 Penalty: 3708.891846
	Iteration 2F: 3 clusters Score -220583.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -220632.203125 Penalty: 3708.891846
	Iteration 3Q: 3 clusters Score -220632.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -220668.843750 Penalty: 3708.891846
	Iteration 4Q: 3 clusters Score -220668.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -220693.125000 Penalty: 3708.891846
	Iteration 5Q: 3 clusters Score -220693.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -220706.125000 Penalty: 3708.891846
	Iteration 6Q: 3 clusters Score -220706.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -220713.562500 Penalty: 3708.891846
	Iteration 7Q: 3 clusters Score -220713.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -220717.937500 Penalty: 3708.891846
	Iteration 8Q: 3 clusters Score -220717.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -220720.125000 Penalty: 3708.891846
	Iteration 9Q: 3 clusters Score -220720.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -220720.125000 Penalty: 3708.891846
	Iteration 10F: 3 clusters Score -220720.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (1052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Entering Unmasked Estep 
Score: -152162.953125 Penalty: 1725.695190
	Iteration 0F: 2 clusters Score -152163 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 523 members 
Entering Unmasked Estep 
Score: -150281.828125 Penalty: 3451.390381
	Iteration 0F: 3 clusters Score -150281.8 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -151019.343750 Penalty: 3451.390381
	Iteration 1F: 3 clusters Score -151019.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -151451.968750 Penalty: 3451.390381
	Iteration 2F: 3 clusters Score -151452 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -151741.937500 Penalty: 3451.390381
	Iteration 3F: 3 clusters Score -151741.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -151907.859375 Penalty: 3451.390381
	Iteration 4Q: 3 clusters Score -151907.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -152015.406250 Penalty: 3451.390381
	Iteration 5Q: 3 clusters Score -152015.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -152062.359375 Penalty: 3451.390381
	Iteration 6Q: 3 clusters Score -152062.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -152130.765625 Penalty: 3451.390381
	Iteration 7Q: 3 clusters Score -152130.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -152204.250000 Penalty: 3451.390381
	Iteration 8Q: 3 clusters Score -152204.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -152224.734375 Penalty: 3451.390381
	Iteration 9Q: 3 clusters Score -152224.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -152240.500000 Penalty: 3451.390381
	Iteration 10Q: 3 clusters Score -152240.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -152251.250000 Penalty: 3451.390381
	Iteration 11Q: 3 clusters Score -152251.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -152256.781250 Penalty: 3451.390381
	Iteration 12Q: 3 clusters Score -152256.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -152264.109375 Penalty: 3451.390381
	Iteration 13Q: 3 clusters Score -152264.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -152280.750000 Penalty: 3451.390381
	Iteration 14Q: 3 clusters Score -152280.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -152284.000000 Penalty: 3451.390381
	Iteration 15Q: 3 clusters Score -152284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -152285.343750 Penalty: 3451.390381
	Iteration 16Q: 3 clusters Score -152285.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -152290.921875 Penalty: 3451.390381
	Iteration 17Q: 3 clusters Score -152290.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -152294.671875 Penalty: 3451.390381
	Iteration 18Q: 3 clusters Score -152294.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -152296.812500 Penalty: 3451.390381
	Iteration 19Q: 3 clusters Score -152296.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -152297.828125 Penalty: 3451.390381
	Iteration 20F: 3 clusters Score -152297.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22645 members 
Mstep: Class 2 contains 4319 members 
Mstep: Class 3 contains 1074 members 
Mstep: Class 4 contains 223858 members 
Mstep: Class 5 contains 4104 members 
Mstep: Class 6 contains 2260 members 
Mstep: Class 7 contains 9372 members 
Mstep: Class 8 contains 13916 members 
Mstep: Class 9 contains 7479 members 
Mstep: Class 10 contains 27208 members 
Mstep: Class 11 contains 11615 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 13 contains 3501 members 
Mstep: Class 14 contains 36448 members 
Mstep: Class 15 contains 181259 members 
Mstep: Class 16 contains 23102 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 9961 members 
Mstep: Class 19 contains 164698 members 
Mstep: Class 20 contains 55019 members 
Mstep: Class 21 contains 2417 members 
Mstep: Class 22 contains 686 members 
Mstep: Class 23 contains 4373 members 
Mstep: Class 24 contains 3352 members 
Mstep: Class 25 contains 38538 members 
Mstep: Class 26 contains 60664 members 
Mstep: Class 27 contains 28781 members 
Mstep: Class 28 contains 470 members 
Mstep: Class 29 contains 42520 members 
Mstep: Class 30 contains 10776 members 
Mstep: Class 31 contains 6562 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8498 members 
Mstep: Class 34 contains 437 members 
Mstep: Class 35 contains 3422 members 
Mstep: Class 36 contains 8266 members 
Mstep: Class 37 contains 3932 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1885 members 
Mstep: Class 40 contains 19228 members 
Mstep: Class 41 contains 423 members 
Mstep: Class 42 contains 3007 members 
Mstep: Class 43 contains 3343 members 
Mstep: Class 44 contains 1401 members 
Mstep: Class 45 contains 22206 members 
Mstep: Class 46 contains 13090 members 
Mstep: Class 47 contains 306 members 
Mstep: Class 48 contains 7849 members 
Mstep: Class 49 contains 26838 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 616 members 
Mstep: Class 52 contains 309 members 
Mstep: Class 53 contains 3102 members 
Mstep: Class 54 contains 347 members 
Mstep: Class 55 contains 4825 members 
Mstep: Class 56 contains 17268 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 284 members 
Mstep: Class 60 contains 4833 members 
Mstep: Class 61 contains 1768 members 
Mstep: Class 62 contains 475 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 8306 members 
Mstep: Class 65 contains 503 members 
Mstep: Class 66 contains 665 members 
Mstep: Class 67 contains 2648 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 711 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 7991 members 
Mstep: Class 75 contains 892 members 
Mstep: Class 76 contains 504 members 
Mstep: Class 77 contains 631 members 
Mstep: Class 78 contains 577 members 
Entering Unmasked Estep 
Score: -147545520.000000 Penalty: 270583.718750
Splitting cluster 62 changes total score from -147547344.000000 to -147545520.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 63 (349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Entering Unmasked Estep 
Score: -50886.558594 Penalty: 1452.057861
	Iteration 0F: 2 clusters Score -50886.56 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 178 members 
Entering Unmasked Estep 
Score: -49618.757812 Penalty: 2904.115723
	Iteration 0F: 3 clusters Score -49618.76 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -50233.871094 Penalty: 2904.115723
	Iteration 1F: 3 clusters Score -50233.87 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -50576.273438 Penalty: 2904.115723
	Iteration 2F: 3 clusters Score -50576.27 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -50728.191406 Penalty: 2904.115723
	Iteration 3Q: 3 clusters Score -50728.19 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -50973.445312 Penalty: 2904.115723
	Iteration 4Q: 3 clusters Score -50973.45 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -51261.144531 Penalty: 2904.115723
	Iteration 5Q: 3 clusters Score -51261.14 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -51456.019531 Penalty: 2904.115723
	Iteration 6Q: 3 clusters Score -51456.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -51540.734375 Penalty: 2904.115723
	Iteration 7Q: 3 clusters Score -51540.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -51558.371094 Penalty: 2904.115723
	Iteration 8Q: 3 clusters Score -51558.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -51564.125000 Penalty: 2904.115723
	Iteration 9Q: 3 clusters Score -51564.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -51585.339844 Penalty: 2904.115723
	Iteration 10Q: 3 clusters Score -51585.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -51604.894531 Penalty: 2904.115723
	Iteration 11Q: 3 clusters Score -51604.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -51609.726562 Penalty: 2904.115723
	Iteration 12Q: 3 clusters Score -51609.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -51609.726562 Penalty: 2904.115723
	Iteration 13F: 3 clusters Score -51609.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22645 members 
Mstep: Class 2 contains 4319 members 
Mstep: Class 3 contains 1074 members 
Mstep: Class 4 contains 223858 members 
Mstep: Class 5 contains 4104 members 
Mstep: Class 6 contains 2260 members 
Mstep: Class 7 contains 9372 members 
Mstep: Class 8 contains 13916 members 
Mstep: Class 9 contains 7479 members 
Mstep: Class 10 contains 27208 members 
Mstep: Class 11 contains 11615 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 13 contains 3501 members 
Mstep: Class 14 contains 36448 members 
Mstep: Class 15 contains 181259 members 
Mstep: Class 16 contains 23102 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 9961 members 
Mstep: Class 19 contains 164698 members 
Mstep: Class 20 contains 55019 members 
Mstep: Class 21 contains 2417 members 
Mstep: Class 22 contains 686 members 
Mstep: Class 23 contains 4373 members 
Mstep: Class 24 contains 3352 members 
Mstep: Class 25 contains 38538 members 
Mstep: Class 26 contains 60664 members 
Mstep: Class 27 contains 28781 members 
Mstep: Class 28 contains 470 members 
Mstep: Class 29 contains 42520 members 
Mstep: Class 30 contains 10776 members 
Mstep: Class 31 contains 6562 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8498 members 
Mstep: Class 34 contains 437 members 
Mstep: Class 35 contains 3422 members 
Mstep: Class 36 contains 8266 members 
Mstep: Class 37 contains 3932 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1885 members 
Mstep: Class 40 contains 19228 members 
Mstep: Class 41 contains 423 members 
Mstep: Class 42 contains 3007 members 
Mstep: Class 43 contains 3343 members 
Mstep: Class 44 contains 1401 members 
Mstep: Class 45 contains 22206 members 
Mstep: Class 46 contains 13090 members 
Mstep: Class 47 contains 306 members 
Mstep: Class 48 contains 7849 members 
Mstep: Class 49 contains 26838 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 616 members 
Mstep: Class 52 contains 309 members 
Mstep: Class 53 contains 3102 members 
Mstep: Class 54 contains 347 members 
Mstep: Class 55 contains 4825 members 
Mstep: Class 56 contains 17268 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 284 members 
Mstep: Class 60 contains 4833 members 
Mstep: Class 61 contains 1768 members 
Mstep: Class 62 contains 1052 members 
Mstep: Class 63 contains 133 members 
Mstep: Class 64 contains 8306 members 
Mstep: Class 65 contains 503 members 
Mstep: Class 66 contains 665 members 
Mstep: Class 67 contains 2648 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 711 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 7991 members 
Mstep: Class 75 contains 892 members 
Mstep: Class 76 contains 504 members 
Mstep: Class 77 contains 631 members 
Mstep: Class 78 contains 216 members 
Entering Unmasked Estep 
Score: -147546000.000000 Penalty: 270583.718750
Splitting cluster 63 changes total score from -147547344.000000 to -147546000.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 64 (8306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Entering Unmasked Estep 
Score: -1047929.437500 Penalty: 2238.134033
	Iteration 0F: 2 clusters Score -1047929 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -1041354.500000 Penalty: 4476.268066
	Iteration 0F: 3 clusters Score -1041354 nChanged 3346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -1043167.375000 Penalty: 4476.268066
	Iteration 1F: 3 clusters Score -1043167 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -1043440.562500 Penalty: 4476.268066
	Iteration 2F: 3 clusters Score -1043441 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -1043636.500000 Penalty: 4476.268066
	Iteration 3Q: 3 clusters Score -1043636 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -1043796.562500 Penalty: 4476.268066
	Iteration 4Q: 3 clusters Score -1043797 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -1043922.750000 Penalty: 4476.268066
	Iteration 5Q: 3 clusters Score -1043923 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -1044039.375000 Penalty: 4476.268066
	Iteration 6Q: 3 clusters Score -1044039 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -1044157.312500 Penalty: 4476.268066
	Iteration 7Q: 3 clusters Score -1044157 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -1044290.687500 Penalty: 4476.268066
	Iteration 8Q: 3 clusters Score -1044291 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -1044416.625000 Penalty: 4476.268066
	Iteration 9Q: 3 clusters Score -1044417 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -1044526.812500 Penalty: 4476.268066
	Iteration 10Q: 3 clusters Score -1044527 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -1044638.750000 Penalty: 4476.268066
	Iteration 11Q: 3 clusters Score -1044639 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -1044759.187500 Penalty: 4476.268066
	Iteration 12Q: 3 clusters Score -1044759 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -1044880.500000 Penalty: 4476.268066
	Iteration 13Q: 3 clusters Score -1044880 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -1045023.812500 Penalty: 4476.268066
	Iteration 14Q: 3 clusters Score -1045024 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -1045152.062500 Penalty: 4476.268066
	Iteration 15Q: 3 clusters Score -1045152 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -1045257.000000 Penalty: 4476.268066
	Iteration 16Q: 3 clusters Score -1045257 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -1045365.312500 Penalty: 4476.268066
	Iteration 17Q: 3 clusters Score -1045365 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -1045450.625000 Penalty: 4476.268066
	Iteration 18Q: 3 clusters Score -1045451 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -1045513.000000 Penalty: 4476.268066
	Iteration 19Q: 3 clusters Score -1045513 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -1045577.062500 Penalty: 4476.268066
	Iteration 20F: 3 clusters Score -1045577 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -1045627.375000 Penalty: 4476.268066
	Iteration 21Q: 3 clusters Score -1045627 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -1045685.875000 Penalty: 4476.268066
	Iteration 22Q: 3 clusters Score -1045686 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -1045741.937500 Penalty: 4476.268066
	Iteration 23Q: 3 clusters Score -1045742 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -1045796.125000 Penalty: 4476.268066
	Iteration 24Q: 3 clusters Score -1045796 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -1045859.187500 Penalty: 4476.268066
	Iteration 25Q: 3 clusters Score -1045859 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -1045905.875000 Penalty: 4476.268066
	Iteration 26Q: 3 clusters Score -1045906 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -1045960.750000 Penalty: 4476.268066
	Iteration 27Q: 3 clusters Score -1045961 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -1046009.500000 Penalty: 4476.268066
	Iteration 28Q: 3 clusters Score -1046010 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -1046055.000000 Penalty: 4476.268066
	Iteration 29Q: 3 clusters Score -1046055 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -1046085.500000 Penalty: 4476.268066
	Iteration 30Q: 3 clusters Score -1046086 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -1046109.312500 Penalty: 4476.268066
	Iteration 31Q: 3 clusters Score -1046109 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -1046123.250000 Penalty: 4476.268066
	Iteration 32Q: 3 clusters Score -1046123 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -1046130.750000 Penalty: 4476.268066
	Iteration 33Q: 3 clusters Score -1046131 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -1046139.750000 Penalty: 4476.268066
	Iteration 34Q: 3 clusters Score -1046140 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -1046147.562500 Penalty: 4476.268066
	Iteration 35Q: 3 clusters Score -1046148 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -1046151.562500 Penalty: 4476.268066
	Iteration 36Q: 3 clusters Score -1046152 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -1046157.250000 Penalty: 4476.268066
	Iteration 37Q: 3 clusters Score -1046157 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -1046164.375000 Penalty: 4476.268066
	Iteration 38Q: 3 clusters Score -1046164 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -1046169.562500 Penalty: 4476.268066
	Iteration 39Q: 3 clusters Score -1046170 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -1046171.625000 Penalty: 4476.268066
	Iteration 40F: 3 clusters Score -1046172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -1046172.312500 Penalty: 4476.268066
	Iteration 41Q: 3 clusters Score -1046172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -1046173.687500 Penalty: 4476.268066
	Iteration 42Q: 3 clusters Score -1046174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -1046175.562500 Penalty: 4476.268066
	Iteration 43Q: 3 clusters Score -1046176 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -1046178.125000 Penalty: 4476.268066
	Iteration 44Q: 3 clusters Score -1046178 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -1046180.750000 Penalty: 4476.268066
	Iteration 45Q: 3 clusters Score -1046181 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -1046185.250000 Penalty: 4476.268066
	Iteration 46Q: 3 clusters Score -1046185 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -1046189.625000 Penalty: 4476.268066
	Iteration 47Q: 3 clusters Score -1046190 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -1046193.875000 Penalty: 4476.268066
	Iteration 48Q: 3 clusters Score -1046194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -1046194.875000 Penalty: 4476.268066
	Iteration 49Q: 3 clusters Score -1046195 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -1046195.250000 Penalty: 4476.268066
	Iteration 50Q: 3 clusters Score -1046195 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -1046195.250000 Penalty: 4476.268066
	Iteration 51F: 3 clusters Score -1046195 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Entering Unmasked Estep 
Score: -74123.109375 Penalty: 1542.706299
	Iteration 0F: 2 clusters Score -74123.11 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 262 members 
Entering Unmasked Estep 
Score: -72696.335938 Penalty: 3085.412598
	Iteration 0F: 3 clusters Score -72696.34 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -73073.656250 Penalty: 3085.412598
	Iteration 1F: 3 clusters Score -73073.66 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -73263.562500 Penalty: 3085.412598
	Iteration 2F: 3 clusters Score -73263.56 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -73529.773438 Penalty: 3085.412598
	Iteration 3F: 3 clusters Score -73529.77 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -73828.632812 Penalty: 3085.412598
	Iteration 4F: 3 clusters Score -73828.63 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -73911.890625 Penalty: 3085.412598
	Iteration 5Q: 3 clusters Score -73911.89 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -74010.859375 Penalty: 3085.412598
	Iteration 6Q: 3 clusters Score -74010.86 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -74150.664062 Penalty: 3085.412598
	Iteration 7Q: 3 clusters Score -74150.66 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -74265.234375 Penalty: 3085.412598
	Iteration 8Q: 3 clusters Score -74265.23 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -74392.023438 Penalty: 3085.412598
	Iteration 9Q: 3 clusters Score -74392.02 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -74483.546875 Penalty: 3085.412598
	Iteration 10Q: 3 clusters Score -74483.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -74493.765625 Penalty: 3085.412598
	Iteration 11Q: 3 clusters Score -74493.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -74513.023438 Penalty: 3085.412598
	Iteration 12Q: 3 clusters Score -74513.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -74533.750000 Penalty: 3085.412598
	Iteration 13Q: 3 clusters Score -74533.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -74603.203125 Penalty: 3085.412598
	Iteration 14Q: 3 clusters Score -74603.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -74641.335938 Penalty: 3085.412598
	Iteration 15Q: 3 clusters Score -74641.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -74641.335938 Penalty: 3085.412598
	Iteration 16F: 3 clusters Score -74641.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22645 members 
Mstep: Class 2 contains 4319 members 
Mstep: Class 3 contains 1074 members 
Mstep: Class 4 contains 223858 members 
Mstep: Class 5 contains 4104 members 
Mstep: Class 6 contains 2260 members 
Mstep: Class 7 contains 9372 members 
Mstep: Class 8 contains 13916 members 
Mstep: Class 9 contains 7479 members 
Mstep: Class 10 contains 27208 members 
Mstep: Class 11 contains 11615 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 13 contains 3501 members 
Mstep: Class 14 contains 36448 members 
Mstep: Class 15 contains 181259 members 
Mstep: Class 16 contains 23102 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 9961 members 
Mstep: Class 19 contains 164698 members 
Mstep: Class 20 contains 55019 members 
Mstep: Class 21 contains 2417 members 
Mstep: Class 22 contains 686 members 
Mstep: Class 23 contains 4373 members 
Mstep: Class 24 contains 3352 members 
Mstep: Class 25 contains 38538 members 
Mstep: Class 26 contains 60664 members 
Mstep: Class 27 contains 28781 members 
Mstep: Class 28 contains 470 members 
Mstep: Class 29 contains 42520 members 
Mstep: Class 30 contains 10776 members 
Mstep: Class 31 contains 6562 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8498 members 
Mstep: Class 34 contains 437 members 
Mstep: Class 35 contains 3422 members 
Mstep: Class 36 contains 8266 members 
Mstep: Class 37 contains 3932 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1885 members 
Mstep: Class 40 contains 19228 members 
Mstep: Class 41 contains 423 members 
Mstep: Class 42 contains 3007 members 
Mstep: Class 43 contains 3343 members 
Mstep: Class 44 contains 1401 members 
Mstep: Class 45 contains 22206 members 
Mstep: Class 46 contains 13090 members 
Mstep: Class 47 contains 306 members 
Mstep: Class 48 contains 7849 members 
Mstep: Class 49 contains 26838 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 616 members 
Mstep: Class 52 contains 309 members 
Mstep: Class 53 contains 3102 members 
Mstep: Class 54 contains 347 members 
Mstep: Class 55 contains 4825 members 
Mstep: Class 56 contains 17268 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 284 members 
Mstep: Class 60 contains 4833 members 
Mstep: Class 61 contains 1768 members 
Mstep: Class 62 contains 1052 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 8306 members 
Mstep: Class 65 contains 333 members 
Mstep: Class 66 contains 665 members 
Mstep: Class 67 contains 2648 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 711 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 7991 members 
Mstep: Class 75 contains 892 members 
Mstep: Class 76 contains 504 members 
Mstep: Class 77 contains 631 members 
Mstep: Class 78 contains 170 members 
Entering Unmasked Estep 
Score: -147546064.000000 Penalty: 270583.718750
Splitting cluster 65 changes total score from -147547344.000000 to -147546064.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 66 (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: -97043.140625 Penalty: 1611.947144
	Iteration 0F: 2 clusters Score -97043.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -95456.500000 Penalty: 3223.894287
	Iteration 0F: 3 clusters Score -95456.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -96363.984375 Penalty: 3223.894287
	Iteration 1F: 3 clusters Score -96363.98 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -96996.968750 Penalty: 3223.894287
	Iteration 2F: 3 clusters Score -96996.97 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -97684.781250 Penalty: 3223.894287
	Iteration 3F: 3 clusters Score -97684.78 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -97746.101562 Penalty: 3223.894287
	Iteration 4Q: 3 clusters Score -97746.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -97770.203125 Penalty: 3223.894287
	Iteration 5Q: 3 clusters Score -97770.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -97793.671875 Penalty: 3223.894287
	Iteration 6Q: 3 clusters Score -97793.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -97832.843750 Penalty: 3223.894287
	Iteration 7Q: 3 clusters Score -97832.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -97855.375000 Penalty: 3223.894287
	Iteration 8Q: 3 clusters Score -97855.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -97876.070312 Penalty: 3223.894287
	Iteration 9Q: 3 clusters Score -97876.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -97877.429688 Penalty: 3223.894287
	Iteration 10Q: 3 clusters Score -97877.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -97877.429688 Penalty: 3223.894287
	Iteration 11F: 3 clusters Score -97877.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22645 members 
Mstep: Class 2 contains 4319 members 
Mstep: Class 3 contains 1074 members 
Mstep: Class 4 contains 223858 members 
Mstep: Class 5 contains 4104 members 
Mstep: Class 6 contains 2260 members 
Mstep: Class 7 contains 9372 members 
Mstep: Class 8 contains 13916 members 
Mstep: Class 9 contains 7479 members 
Mstep: Class 10 contains 27208 members 
Mstep: Class 11 contains 11615 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 13 contains 3501 members 
Mstep: Class 14 contains 36448 members 
Mstep: Class 15 contains 181259 members 
Mstep: Class 16 contains 23102 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 9961 members 
Mstep: Class 19 contains 164698 members 
Mstep: Class 20 contains 55019 members 
Mstep: Class 21 contains 2417 members 
Mstep: Class 22 contains 686 members 
Mstep: Class 23 contains 4373 members 
Mstep: Class 24 contains 3352 members 
Mstep: Class 25 contains 38538 members 
Mstep: Class 26 contains 60664 members 
Mstep: Class 27 contains 28781 members 
Mstep: Class 28 contains 470 members 
Mstep: Class 29 contains 42520 members 
Mstep: Class 30 contains 10776 members 
Mstep: Class 31 contains 6562 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8498 members 
Mstep: Class 34 contains 437 members 
Mstep: Class 35 contains 3422 members 
Mstep: Class 36 contains 8266 members 
Mstep: Class 37 contains 3932 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1885 members 
Mstep: Class 40 contains 19228 members 
Mstep: Class 41 contains 423 members 
Mstep: Class 42 contains 3007 members 
Mstep: Class 43 contains 3343 members 
Mstep: Class 44 contains 1401 members 
Mstep: Class 45 contains 22206 members 
Mstep: Class 46 contains 13090 members 
Mstep: Class 47 contains 306 members 
Mstep: Class 48 contains 7849 members 
Mstep: Class 49 contains 26838 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 616 members 
Mstep: Class 52 contains 309 members 
Mstep: Class 53 contains 3102 members 
Mstep: Class 54 contains 347 members 
Mstep: Class 55 contains 4825 members 
Mstep: Class 56 contains 17268 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 284 members 
Mstep: Class 60 contains 4833 members 
Mstep: Class 61 contains 1768 members 
Mstep: Class 62 contains 1052 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 8306 members 
Mstep: Class 65 contains 503 members 
Mstep: Class 66 contains 487 members 
Mstep: Class 67 contains 2648 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 711 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 7991 members 
Mstep: Class 75 contains 892 members 
Mstep: Class 76 contains 504 members 
Mstep: Class 77 contains 631 members 
Mstep: Class 78 contains 178 members 
Entering Unmasked Estep 
Score: -147546176.000000 Penalty: 270583.718750
Splitting cluster 66 changes total score from -147547344.000000 to -147546176.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 67 (2648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Entering Unmasked Estep 
Score: -365068.406250 Penalty: 1954.626831
	Iteration 0F: 2 clusters Score -365068.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -362278.562500 Penalty: 3909.253662
	Iteration 0F: 3 clusters Score -362278.6 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -364174.718750 Penalty: 3909.253662
	Iteration 1F: 3 clusters Score -364174.7 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -364851.375000 Penalty: 3909.253662
	Iteration 2F: 3 clusters Score -364851.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -365198.906250 Penalty: 3909.253662
	Iteration 3F: 3 clusters Score -365198.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -365462.468750 Penalty: 3909.253662
	Iteration 4Q: 3 clusters Score -365462.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -365626.062500 Penalty: 3909.253662
	Iteration 5Q: 3 clusters Score -365626.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -365792.812500 Penalty: 3909.253662
	Iteration 6Q: 3 clusters Score -365792.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -365963.593750 Penalty: 3909.253662
	Iteration 7Q: 3 clusters Score -365963.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -366094.343750 Penalty: 3909.253662
	Iteration 8Q: 3 clusters Score -366094.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -366210.281250 Penalty: 3909.253662
	Iteration 9Q: 3 clusters Score -366210.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -366302.562500 Penalty: 3909.253662
	Iteration 10Q: 3 clusters Score -366302.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -366390.562500 Penalty: 3909.253662
	Iteration 11Q: 3 clusters Score -366390.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -366459.093750 Penalty: 3909.253662
	Iteration 12Q: 3 clusters Score -366459.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -366507.250000 Penalty: 3909.253662
	Iteration 13Q: 3 clusters Score -366507.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -366544.250000 Penalty: 3909.253662
	Iteration 14Q: 3 clusters Score -366544.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -366599.187500 Penalty: 3909.253662
	Iteration 15Q: 3 clusters Score -366599.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -366637.093750 Penalty: 3909.253662
	Iteration 16Q: 3 clusters Score -366637.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -366659.656250 Penalty: 3909.253662
	Iteration 17Q: 3 clusters Score -366659.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -366682.500000 Penalty: 3909.253662
	Iteration 18Q: 3 clusters Score -366682.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -366691.343750 Penalty: 3909.253662
	Iteration 19Q: 3 clusters Score -366691.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -366707.312500 Penalty: 3909.253662
	Iteration 20F: 3 clusters Score -366707.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -366729.781250 Penalty: 3909.253662
	Iteration 21Q: 3 clusters Score -366729.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -366738.000000 Penalty: 3909.253662
	Iteration 22Q: 3 clusters Score -366738 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -366749.187500 Penalty: 3909.253662
	Iteration 23Q: 3 clusters Score -366749.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -366756.062500 Penalty: 3909.253662
	Iteration 24Q: 3 clusters Score -366756.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -366758.468750 Penalty: 3909.253662
	Iteration 25Q: 3 clusters Score -366758.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -366758.937500 Penalty: 3909.253662
	Iteration 26Q: 3 clusters Score -366758.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -366762.031250 Penalty: 3909.253662
	Iteration 27Q: 3 clusters Score -366762 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -366762.937500 Penalty: 3909.253662
	Iteration 28Q: 3 clusters Score -366762.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -366764.718750 Penalty: 3909.253662
	Iteration 29Q: 3 clusters Score -366764.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -366765.593750 Penalty: 3909.253662
	Iteration 30Q: 3 clusters Score -366765.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -366766.812500 Penalty: 3909.253662
	Iteration 31Q: 3 clusters Score -366766.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -366766.812500 Penalty: 3909.253662
	Iteration 32F: 3 clusters Score -366766.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22645 members 
Mstep: Class 2 contains 4319 members 
Mstep: Class 3 contains 1074 members 
Mstep: Class 4 contains 223858 members 
Mstep: Class 5 contains 4104 members 
Mstep: Class 6 contains 2260 members 
Mstep: Class 7 contains 9372 members 
Mstep: Class 8 contains 13916 members 
Mstep: Class 9 contains 7479 members 
Mstep: Class 10 contains 27208 members 
Mstep: Class 11 contains 11615 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 13 contains 3501 members 
Mstep: Class 14 contains 36448 members 
Mstep: Class 15 contains 181259 members 
Mstep: Class 16 contains 23102 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 9961 members 
Mstep: Class 19 contains 164698 members 
Mstep: Class 20 contains 55019 members 
Mstep: Class 21 contains 2417 members 
Mstep: Class 22 contains 686 members 
Mstep: Class 23 contains 4373 members 
Mstep: Class 24 contains 3352 members 
Mstep: Class 25 contains 38538 members 
Mstep: Class 26 contains 60664 members 
Mstep: Class 27 contains 28781 members 
Mstep: Class 28 contains 470 members 
Mstep: Class 29 contains 42520 members 
Mstep: Class 30 contains 10776 members 
Mstep: Class 31 contains 6562 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8498 members 
Mstep: Class 34 contains 437 members 
Mstep: Class 35 contains 3422 members 
Mstep: Class 36 contains 8266 members 
Mstep: Class 37 contains 3932 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1885 members 
Mstep: Class 40 contains 19228 members 
Mstep: Class 41 contains 423 members 
Mstep: Class 42 contains 3007 members 
Mstep: Class 43 contains 3343 members 
Mstep: Class 44 contains 1401 members 
Mstep: Class 45 contains 22206 members 
Mstep: Class 46 contains 13090 members 
Mstep: Class 47 contains 306 members 
Mstep: Class 48 contains 7849 members 
Mstep: Class 49 contains 26838 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 616 members 
Mstep: Class 52 contains 309 members 
Mstep: Class 53 contains 3102 members 
Mstep: Class 54 contains 347 members 
Mstep: Class 55 contains 4825 members 
Mstep: Class 56 contains 17268 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 284 members 
Mstep: Class 60 contains 4833 members 
Mstep: Class 61 contains 1768 members 
Mstep: Class 62 contains 1052 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 8306 members 
Mstep: Class 65 contains 503 members 
Mstep: Class 66 contains 665 members 
Mstep: Class 67 contains 1593 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 711 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 7991 members 
Mstep: Class 75 contains 892 members 
Mstep: Class 76 contains 504 members 
Mstep: Class 77 contains 631 members 
Mstep: Class 78 contains 1055 members 
Entering Unmasked Estep 
Score: -147547328.000000 Penalty: 270583.718750
Splitting cluster 67 changes total score from -147547344.000000 to -147547328.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 68 (285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Entering Unmasked Estep 
Score: -36567.699219 Penalty: 1401.817261
	Iteration 0F: 2 clusters Score -36567.7 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 139 members 
Entering Unmasked Estep 
Score: -35448.375000 Penalty: 2803.634521
	Iteration 0F: 3 clusters Score -35448.38 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -35881.558594 Penalty: 2803.634521
	Iteration 1F: 3 clusters Score -35881.56 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -36092.175781 Penalty: 2803.634521
	Iteration 2F: 3 clusters Score -36092.18 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -36134.808594 Penalty: 2803.634521
	Iteration 3Q: 3 clusters Score -36134.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -36182.011719 Penalty: 2803.634521
	Iteration 4Q: 3 clusters Score -36182.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -36203.917969 Penalty: 2803.634521
	Iteration 5Q: 3 clusters Score -36203.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -36206.195312 Penalty: 2803.634521
	Iteration 6Q: 3 clusters Score -36206.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -36206.195312 Penalty: 2803.634521
	Iteration 7F: 3 clusters Score -36206.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Entering Unmasked Estep 
Score: -106656.859375 Penalty: 1628.534790
	Iteration 0F: 2 clusters Score -106656.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -104933.023438 Penalty: 3257.069580
	Iteration 0F: 3 clusters Score -104933 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -105552.703125 Penalty: 3257.069580
	Iteration 1F: 3 clusters Score -105552.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -106287.929688 Penalty: 3257.069580
	Iteration 2F: 3 clusters Score -106287.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -106924.937500 Penalty: 3257.069580
	Iteration 3F: 3 clusters Score -106924.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -107374.523438 Penalty: 3257.069580
	Iteration 4F: 3 clusters Score -107374.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -107676.492188 Penalty: 3257.069580
	Iteration 5Q: 3 clusters Score -107676.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -107977.242188 Penalty: 3257.069580
	Iteration 6Q: 3 clusters Score -107977.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -108558.429688 Penalty: 3257.069580
	Iteration 7Q: 3 clusters Score -108558.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -108566.710938 Penalty: 3257.069580
	Iteration 8Q: 3 clusters Score -108566.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -108571.210938 Penalty: 3257.069580
	Iteration 9Q: 3 clusters Score -108571.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -108577.468750 Penalty: 3257.069580
	Iteration 10Q: 3 clusters Score -108577.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -108583.148438 Penalty: 3257.069580
	Iteration 11Q: 3 clusters Score -108583.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -108588.375000 Penalty: 3257.069580
	Iteration 12Q: 3 clusters Score -108588.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -108609.242188 Penalty: 3257.069580
	Iteration 13Q: 3 clusters Score -108609.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -108628.109375 Penalty: 3257.069580
	Iteration 14Q: 3 clusters Score -108628.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -108654.523438 Penalty: 3257.069580
	Iteration 15Q: 3 clusters Score -108654.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -108748.835938 Penalty: 3257.069580
	Iteration 16Q: 3 clusters Score -108748.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -108769.460938 Penalty: 3257.069580
	Iteration 17Q: 3 clusters Score -108769.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -108769.460938 Penalty: 3257.069580
	Iteration 18F: 3 clusters Score -108769.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22645 members 
Mstep: Class 2 contains 4319 members 
Mstep: Class 3 contains 1074 members 
Mstep: Class 4 contains 223858 members 
Mstep: Class 5 contains 4104 members 
Mstep: Class 6 contains 2260 members 
Mstep: Class 7 contains 9372 members 
Mstep: Class 8 contains 13916 members 
Mstep: Class 9 contains 7479 members 
Mstep: Class 10 contains 27208 members 
Mstep: Class 11 contains 11615 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 13 contains 3501 members 
Mstep: Class 14 contains 36448 members 
Mstep: Class 15 contains 181259 members 
Mstep: Class 16 contains 23102 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 9961 members 
Mstep: Class 19 contains 164698 members 
Mstep: Class 20 contains 55019 members 
Mstep: Class 21 contains 2417 members 
Mstep: Class 22 contains 686 members 
Mstep: Class 23 contains 4373 members 
Mstep: Class 24 contains 3352 members 
Mstep: Class 25 contains 38538 members 
Mstep: Class 26 contains 60664 members 
Mstep: Class 27 contains 28781 members 
Mstep: Class 28 contains 470 members 
Mstep: Class 29 contains 42520 members 
Mstep: Class 30 contains 10776 members 
Mstep: Class 31 contains 6562 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8498 members 
Mstep: Class 34 contains 437 members 
Mstep: Class 35 contains 3422 members 
Mstep: Class 36 contains 8266 members 
Mstep: Class 37 contains 3932 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1885 members 
Mstep: Class 40 contains 19228 members 
Mstep: Class 41 contains 423 members 
Mstep: Class 42 contains 3007 members 
Mstep: Class 43 contains 3343 members 
Mstep: Class 44 contains 1401 members 
Mstep: Class 45 contains 22206 members 
Mstep: Class 46 contains 13090 members 
Mstep: Class 47 contains 306 members 
Mstep: Class 48 contains 7849 members 
Mstep: Class 49 contains 26838 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 616 members 
Mstep: Class 52 contains 309 members 
Mstep: Class 53 contains 3102 members 
Mstep: Class 54 contains 347 members 
Mstep: Class 55 contains 4825 members 
Mstep: Class 56 contains 17268 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 284 members 
Mstep: Class 60 contains 4833 members 
Mstep: Class 61 contains 1768 members 
Mstep: Class 62 contains 1052 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 8306 members 
Mstep: Class 65 contains 503 members 
Mstep: Class 66 contains 665 members 
Mstep: Class 67 contains 2648 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 225 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 7991 members 
Mstep: Class 75 contains 892 members 
Mstep: Class 76 contains 504 members 
Mstep: Class 77 contains 631 members 
Mstep: Class 78 contains 486 members 
Entering Unmasked Estep 
Score: -147547472.000000 Penalty: 270583.718750
Splitting cluster 69 changes total score from -147547344.000000 to -147547472.000000
So it's getting split into cluster 78.
Entering ConstructFrom: 
Trying to split cluster 70 (156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Entering Unmasked Estep 
Score: -22095.238281 Penalty: 1252.364380
	Iteration 0F: 2 clusters Score -22095.24 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -21093.425781 Penalty: 2504.728760
	Iteration 0F: 3 clusters Score -21093.43 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -21203.232422 Penalty: 2504.728760
	Iteration 1F: 3 clusters Score -21203.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -21258.615234 Penalty: 2504.728760
	Iteration 2Q: 3 clusters Score -21258.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -21261.894531 Penalty: 2504.728760
	Iteration 3Q: 3 clusters Score -21261.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -21261.894531 Penalty: 2504.728760
	Iteration 4F: 3 clusters Score -21261.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Entering Unmasked Estep 
Score: -49624.320312 Penalty: 1447.033081
	Iteration 0F: 2 clusters Score -49624.32 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 193 members 
Entering Unmasked Estep 
Score: -48340.000000 Penalty: 2894.066162
	Iteration 0F: 3 clusters Score -48340 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -48609.789062 Penalty: 2894.066162
	Iteration 1F: 3 clusters Score -48609.79 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -49067.804688 Penalty: 2894.066162
	Iteration 2F: 3 clusters Score -49067.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -49411.046875 Penalty: 2894.066162
	Iteration 3F: 3 clusters Score -49411.05 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -50105.640625 Penalty: 2894.066162
	Iteration 4F: 3 clusters Score -50105.64 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -50321.734375 Penalty: 2894.066162
	Iteration 5F: 3 clusters Score -50321.73 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -50497.250000 Penalty: 2894.066162
	Iteration 6Q: 3 clusters Score -50497.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -50558.453125 Penalty: 2894.066162
	Iteration 7Q: 3 clusters Score -50558.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -50614.398438 Penalty: 2894.066162
	Iteration 8Q: 3 clusters Score -50614.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -50637.507812 Penalty: 2894.066162
	Iteration 9Q: 3 clusters Score -50637.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -50637.507812 Penalty: 2894.066162
	Iteration 10F: 3 clusters Score -50637.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22645 members 
Mstep: Class 2 contains 4319 members 
Mstep: Class 3 contains 1074 members 
Mstep: Class 4 contains 223858 members 
Mstep: Class 5 contains 4104 members 
Mstep: Class 6 contains 2260 members 
Mstep: Class 7 contains 9372 members 
Mstep: Class 8 contains 13916 members 
Mstep: Class 9 contains 7479 members 
Mstep: Class 10 contains 27208 members 
Mstep: Class 11 contains 11615 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 13 contains 3501 members 
Mstep: Class 14 contains 36448 members 
Mstep: Class 15 contains 181259 members 
Mstep: Class 16 contains 23102 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 9961 members 
Mstep: Class 19 contains 164698 members 
Mstep: Class 20 contains 55019 members 
Mstep: Class 21 contains 2417 members 
Mstep: Class 22 contains 686 members 
Mstep: Class 23 contains 4373 members 
Mstep: Class 24 contains 3352 members 
Mstep: Class 25 contains 38538 members 
Mstep: Class 26 contains 60664 members 
Mstep: Class 27 contains 28781 members 
Mstep: Class 28 contains 470 members 
Mstep: Class 29 contains 42520 members 
Mstep: Class 30 contains 10776 members 
Mstep: Class 31 contains 6562 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8498 members 
Mstep: Class 34 contains 437 members 
Mstep: Class 35 contains 3422 members 
Mstep: Class 36 contains 8266 members 
Mstep: Class 37 contains 3932 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1885 members 
Mstep: Class 40 contains 19228 members 
Mstep: Class 41 contains 423 members 
Mstep: Class 42 contains 3007 members 
Mstep: Class 43 contains 3343 members 
Mstep: Class 44 contains 1401 members 
Mstep: Class 45 contains 22206 members 
Mstep: Class 46 contains 13090 members 
Mstep: Class 47 contains 306 members 
Mstep: Class 48 contains 7849 members 
Mstep: Class 49 contains 26838 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 616 members 
Mstep: Class 52 contains 309 members 
Mstep: Class 53 contains 3102 members 
Mstep: Class 54 contains 347 members 
Mstep: Class 55 contains 4825 members 
Mstep: Class 56 contains 17268 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 284 members 
Mstep: Class 60 contains 4833 members 
Mstep: Class 61 contains 1768 members 
Mstep: Class 62 contains 1052 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 8306 members 
Mstep: Class 65 contains 503 members 
Mstep: Class 66 contains 665 members 
Mstep: Class 67 contains 2648 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 225 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 272 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 7991 members 
Mstep: Class 75 contains 892 members 
Mstep: Class 76 contains 504 members 
Mstep: Class 77 contains 631 members 
Mstep: Class 78 contains 486 members 
Mstep: Class 79 contains 70 members 
Entering Unmasked Estep 
Score: -147546656.000000 Penalty: 274052.718750
Splitting cluster 71 changes total score from -147547344.000000 to -147546656.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 72 (805 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Entering Unmasked Estep 
Score: -118529.703125 Penalty: 1659.328857
	Iteration 0F: 2 clusters Score -118529.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -116883.523438 Penalty: 3318.657715
	Iteration 0F: 3 clusters Score -116883.5 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -117527.226562 Penalty: 3318.657715
	Iteration 1F: 3 clusters Score -117527.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -117924.203125 Penalty: 3318.657715
	Iteration 2F: 3 clusters Score -117924.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -118294.000000 Penalty: 3318.657715
	Iteration 3F: 3 clusters Score -118294 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -118513.492188 Penalty: 3318.657715
	Iteration 4F: 3 clusters Score -118513.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -118637.460938 Penalty: 3318.657715
	Iteration 5Q: 3 clusters Score -118637.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -118681.031250 Penalty: 3318.657715
	Iteration 6Q: 3 clusters Score -118681 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -118751.062500 Penalty: 3318.657715
	Iteration 7Q: 3 clusters Score -118751.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -118804.062500 Penalty: 3318.657715
	Iteration 8Q: 3 clusters Score -118804.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -118824.765625 Penalty: 3318.657715
	Iteration 9Q: 3 clusters Score -118824.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -118826.031250 Penalty: 3318.657715
	Iteration 10Q: 3 clusters Score -118826 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -118826.031250 Penalty: 3318.657715
	Iteration 11F: 3 clusters Score -118826 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22645 members 
Mstep: Class 2 contains 4319 members 
Mstep: Class 3 contains 1074 members 
Mstep: Class 4 contains 223858 members 
Mstep: Class 5 contains 4104 members 
Mstep: Class 6 contains 2260 members 
Mstep: Class 7 contains 9372 members 
Mstep: Class 8 contains 13916 members 
Mstep: Class 9 contains 7479 members 
Mstep: Class 10 contains 27208 members 
Mstep: Class 11 contains 11615 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 13 contains 3501 members 
Mstep: Class 14 contains 36448 members 
Mstep: Class 15 contains 181259 members 
Mstep: Class 16 contains 23102 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 9961 members 
Mstep: Class 19 contains 164698 members 
Mstep: Class 20 contains 55019 members 
Mstep: Class 21 contains 2417 members 
Mstep: Class 22 contains 686 members 
Mstep: Class 23 contains 4373 members 
Mstep: Class 24 contains 3352 members 
Mstep: Class 25 contains 38538 members 
Mstep: Class 26 contains 60664 members 
Mstep: Class 27 contains 28781 members 
Mstep: Class 28 contains 470 members 
Mstep: Class 29 contains 42520 members 
Mstep: Class 30 contains 10776 members 
Mstep: Class 31 contains 6562 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8498 members 
Mstep: Class 34 contains 437 members 
Mstep: Class 35 contains 3422 members 
Mstep: Class 36 contains 8266 members 
Mstep: Class 37 contains 3932 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1885 members 
Mstep: Class 40 contains 19228 members 
Mstep: Class 41 contains 423 members 
Mstep: Class 42 contains 3007 members 
Mstep: Class 43 contains 3343 members 
Mstep: Class 44 contains 1401 members 
Mstep: Class 45 contains 22206 members 
Mstep: Class 46 contains 13090 members 
Mstep: Class 47 contains 306 members 
Mstep: Class 48 contains 7849 members 
Mstep: Class 49 contains 26838 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 616 members 
Mstep: Class 52 contains 309 members 
Mstep: Class 53 contains 3102 members 
Mstep: Class 54 contains 347 members 
Mstep: Class 55 contains 4825 members 
Mstep: Class 56 contains 17268 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 284 members 
Mstep: Class 60 contains 4833 members 
Mstep: Class 61 contains 1768 members 
Mstep: Class 62 contains 1052 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 8306 members 
Mstep: Class 65 contains 503 members 
Mstep: Class 66 contains 665 members 
Mstep: Class 67 contains 2648 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 225 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 523 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 7991 members 
Mstep: Class 75 contains 892 members 
Mstep: Class 76 contains 504 members 
Mstep: Class 77 contains 631 members 
Mstep: Class 78 contains 486 members 
Mstep: Class 79 contains 282 members 
Entering Unmasked Estep 
Score: -147546304.000000 Penalty: 274052.718750
Splitting cluster 72 changes total score from -147547344.000000 to -147546304.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 73 (277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Entering Unmasked Estep 
Score: -37669.894531 Penalty: 1394.756348
	Iteration 0F: 2 clusters Score -37669.89 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 132 members 
Entering Unmasked Estep 
Score: -36509.046875 Penalty: 2789.512695
	Iteration 0F: 3 clusters Score -36509.05 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -36840.777344 Penalty: 2789.512695
	Iteration 1F: 3 clusters Score -36840.78 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -37111.371094 Penalty: 2789.512695
	Iteration 2F: 3 clusters Score -37111.37 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -37306.847656 Penalty: 2789.512695
	Iteration 3Q: 3 clusters Score -37306.85 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -37403.996094 Penalty: 2789.512695
	Iteration 4Q: 3 clusters Score -37404 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -37472.777344 Penalty: 2789.512695
	Iteration 5Q: 3 clusters Score -37472.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -37487.531250 Penalty: 2789.512695
	Iteration 6Q: 3 clusters Score -37487.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -37522.050781 Penalty: 2789.512695
	Iteration 7Q: 3 clusters Score -37522.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -37532.125000 Penalty: 2789.512695
	Iteration 8Q: 3 clusters Score -37532.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -37533.738281 Penalty: 2789.512695
	Iteration 9Q: 3 clusters Score -37533.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -37551.171875 Penalty: 2789.512695
	Iteration 10Q: 3 clusters Score -37551.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -37558.312500 Penalty: 2789.512695
	Iteration 11Q: 3 clusters Score -37558.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -37569.281250 Penalty: 2789.512695
	Iteration 12Q: 3 clusters Score -37569.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -37587.121094 Penalty: 2789.512695
	Iteration 13Q: 3 clusters Score -37587.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -37625.402344 Penalty: 2789.512695
	Iteration 14Q: 3 clusters Score -37625.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -37708.929688 Penalty: 2789.512695
	Iteration 15Q: 3 clusters Score -37708.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -37800.492188 Penalty: 2789.512695
	Iteration 16Q: 3 clusters Score -37800.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -37815.816406 Penalty: 2789.512695
	Iteration 17Q: 3 clusters Score -37815.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -37854.082031 Penalty: 2789.512695
	Iteration 18Q: 3 clusters Score -37854.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -37873.523438 Penalty: 2789.512695
	Iteration 19Q: 3 clusters Score -37873.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -37873.523438 Penalty: 2789.512695
	Iteration 20F: 3 clusters Score -37873.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22645 members 
Mstep: Class 2 contains 4319 members 
Mstep: Class 3 contains 1074 members 
Mstep: Class 4 contains 223858 members 
Mstep: Class 5 contains 4104 members 
Mstep: Class 6 contains 2260 members 
Mstep: Class 7 contains 9372 members 
Mstep: Class 8 contains 13916 members 
Mstep: Class 9 contains 7479 members 
Mstep: Class 10 contains 27208 members 
Mstep: Class 11 contains 11615 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 13 contains 3501 members 
Mstep: Class 14 contains 36448 members 
Mstep: Class 15 contains 181259 members 
Mstep: Class 16 contains 23102 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 9961 members 
Mstep: Class 19 contains 164698 members 
Mstep: Class 20 contains 55019 members 
Mstep: Class 21 contains 2417 members 
Mstep: Class 22 contains 686 members 
Mstep: Class 23 contains 4373 members 
Mstep: Class 24 contains 3352 members 
Mstep: Class 25 contains 38538 members 
Mstep: Class 26 contains 60664 members 
Mstep: Class 27 contains 28781 members 
Mstep: Class 28 contains 470 members 
Mstep: Class 29 contains 42520 members 
Mstep: Class 30 contains 10776 members 
Mstep: Class 31 contains 6562 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8498 members 
Mstep: Class 34 contains 437 members 
Mstep: Class 35 contains 3422 members 
Mstep: Class 36 contains 8266 members 
Mstep: Class 37 contains 3932 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1885 members 
Mstep: Class 40 contains 19228 members 
Mstep: Class 41 contains 423 members 
Mstep: Class 42 contains 3007 members 
Mstep: Class 43 contains 3343 members 
Mstep: Class 44 contains 1401 members 
Mstep: Class 45 contains 22206 members 
Mstep: Class 46 contains 13090 members 
Mstep: Class 47 contains 306 members 
Mstep: Class 48 contains 7849 members 
Mstep: Class 49 contains 26838 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 616 members 
Mstep: Class 52 contains 309 members 
Mstep: Class 53 contains 3102 members 
Mstep: Class 54 contains 347 members 
Mstep: Class 55 contains 4825 members 
Mstep: Class 56 contains 17268 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 284 members 
Mstep: Class 60 contains 4833 members 
Mstep: Class 61 contains 1768 members 
Mstep: Class 62 contains 1052 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 8306 members 
Mstep: Class 65 contains 503 members 
Mstep: Class 66 contains 665 members 
Mstep: Class 67 contains 2648 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 225 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 168 members 
Mstep: Class 74 contains 7991 members 
Mstep: Class 75 contains 892 members 
Mstep: Class 76 contains 504 members 
Mstep: Class 77 contains 631 members 
Mstep: Class 78 contains 486 members 
Mstep: Class 79 contains 109 members 
Entering Unmasked Estep 
Score: -147545744.000000 Penalty: 274052.718750
Splitting cluster 73 changes total score from -147547344.000000 to -147545744.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 74 (7991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Entering Unmasked Estep 
Score: -1006053.562500 Penalty: 2228.545654
	Iteration 0F: 2 clusters Score -1006054 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -999595.125000 Penalty: 4457.091309
	Iteration 0F: 3 clusters Score -999595.1 nChanged 3238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -1001269.375000 Penalty: 4457.091309
	Iteration 1F: 3 clusters Score -1001269 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -1001540.000000 Penalty: 4457.091309
	Iteration 2F: 3 clusters Score -1001540 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -1001754.312500 Penalty: 4457.091309
	Iteration 3F: 3 clusters Score -1001754 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -1001908.187500 Penalty: 4457.091309
	Iteration 4Q: 3 clusters Score -1001908 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -1002036.687500 Penalty: 4457.091309
	Iteration 5Q: 3 clusters Score -1002037 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -1002156.687500 Penalty: 4457.091309
	Iteration 6Q: 3 clusters Score -1002157 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -1002282.750000 Penalty: 4457.091309
	Iteration 7Q: 3 clusters Score -1002283 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -1002417.937500 Penalty: 4457.091309
	Iteration 8Q: 3 clusters Score -1002418 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -1002548.312500 Penalty: 4457.091309
	Iteration 9Q: 3 clusters Score -1002548 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -1002669.500000 Penalty: 4457.091309
	Iteration 10Q: 3 clusters Score -1002670 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -1002800.125000 Penalty: 4457.091309
	Iteration 11Q: 3 clusters Score -1002800 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -1002955.125000 Penalty: 4457.091309
	Iteration 12Q: 3 clusters Score -1002955 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -1003091.875000 Penalty: 4457.091309
	Iteration 13Q: 3 clusters Score -1003092 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -1003206.375000 Penalty: 4457.091309
	Iteration 14Q: 3 clusters Score -1003206 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -1003317.562500 Penalty: 4457.091309
	Iteration 15Q: 3 clusters Score -1003318 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -1003417.625000 Penalty: 4457.091309
	Iteration 16Q: 3 clusters Score -1003418 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -1003516.312500 Penalty: 4457.091309
	Iteration 17Q: 3 clusters Score -1003516 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -1003598.750000 Penalty: 4457.091309
	Iteration 18Q: 3 clusters Score -1003599 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -1003677.187500 Penalty: 4457.091309
	Iteration 19Q: 3 clusters Score -1003677 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -1003743.312500 Penalty: 4457.091309
	Iteration 20F: 3 clusters Score -1003743 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1003795.437500 Penalty: 4457.091309
	Iteration 21Q: 3 clusters Score -1003795 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -1003842.250000 Penalty: 4457.091309
	Iteration 22Q: 3 clusters Score -1003842 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -1003878.500000 Penalty: 4457.091309
	Iteration 23Q: 3 clusters Score -1003878 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -1003910.437500 Penalty: 4457.091309
	Iteration 24Q: 3 clusters Score -1003910 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -1003937.937500 Penalty: 4457.091309
	Iteration 25Q: 3 clusters Score -1003938 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -1003961.000000 Penalty: 4457.091309
	Iteration 26Q: 3 clusters Score -1003961 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1003979.750000 Penalty: 4457.091309
	Iteration 27Q: 3 clusters Score -1003980 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -1003999.312500 Penalty: 4457.091309
	Iteration 28Q: 3 clusters Score -1003999 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -1004012.625000 Penalty: 4457.091309
	Iteration 29Q: 3 clusters Score -1004013 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -1004026.625000 Penalty: 4457.091309
	Iteration 30Q: 3 clusters Score -1004027 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -1004040.687500 Penalty: 4457.091309
	Iteration 31Q: 3 clusters Score -1004041 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1004052.250000 Penalty: 4457.091309
	Iteration 32Q: 3 clusters Score -1004052 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -1004063.875000 Penalty: 4457.091309
	Iteration 33Q: 3 clusters Score -1004064 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -1004084.875000 Penalty: 4457.091309
	Iteration 34Q: 3 clusters Score -1004085 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1004098.937500 Penalty: 4457.091309
	Iteration 35Q: 3 clusters Score -1004099 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -1004109.000000 Penalty: 4457.091309
	Iteration 36Q: 3 clusters Score -1004109 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1004115.562500 Penalty: 4457.091309
	Iteration 37Q: 3 clusters Score -1004116 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -1004124.875000 Penalty: 4457.091309
	Iteration 38Q: 3 clusters Score -1004125 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -1004132.437500 Penalty: 4457.091309
	Iteration 39Q: 3 clusters Score -1004132 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -1004140.625000 Penalty: 4457.091309
	Iteration 40F: 3 clusters Score -1004141 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -1004144.187500 Penalty: 4457.091309
	Iteration 41Q: 3 clusters Score -1004144 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -1004147.187500 Penalty: 4457.091309
	Iteration 42Q: 3 clusters Score -1004147 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -1004151.187500 Penalty: 4457.091309
	Iteration 43Q: 3 clusters Score -1004151 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1004150.937500 Penalty: 4457.091309
	Iteration 44Q: 3 clusters Score -1004151 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -1004152.750000 Penalty: 4457.091309
	Iteration 45Q: 3 clusters Score -1004153 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -1004153.562500 Penalty: 4457.091309
	Iteration 46Q: 3 clusters Score -1004154 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -1004153.125000 Penalty: 4457.091309
	Iteration 47Q: 3 clusters Score -1004153 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -1004153.125000 Penalty: 4457.091309
	Iteration 48F: 3 clusters Score -1004153 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 75 (892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Entering Unmasked Estep 
Score: -127247.312500 Penalty: 1684.779541
	Iteration 0F: 2 clusters Score -127247.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -125501.671875 Penalty: 3369.559082
	Iteration 0F: 3 clusters Score -125501.7 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -126586.695312 Penalty: 3369.559082
	Iteration 1F: 3 clusters Score -126586.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -127380.742188 Penalty: 3369.559082
	Iteration 2F: 3 clusters Score -127380.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -127917.304688 Penalty: 3369.559082
	Iteration 3F: 3 clusters Score -127917.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -128134.945312 Penalty: 3369.559082
	Iteration 4Q: 3 clusters Score -128134.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -128239.664062 Penalty: 3369.559082
	Iteration 5Q: 3 clusters Score -128239.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -128297.140625 Penalty: 3369.559082
	Iteration 6Q: 3 clusters Score -128297.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -128341.476562 Penalty: 3369.559082
	Iteration 7Q: 3 clusters Score -128341.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -128372.984375 Penalty: 3369.559082
	Iteration 8Q: 3 clusters Score -128373 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -128402.359375 Penalty: 3369.559082
	Iteration 9Q: 3 clusters Score -128402.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -128418.226562 Penalty: 3369.559082
	Iteration 10Q: 3 clusters Score -128418.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -128422.117188 Penalty: 3369.559082
	Iteration 11Q: 3 clusters Score -128422.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -128422.117188 Penalty: 3369.559082
	Iteration 12F: 3 clusters Score -128422.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22645 members 
Mstep: Class 2 contains 4319 members 
Mstep: Class 3 contains 1074 members 
Mstep: Class 4 contains 223858 members 
Mstep: Class 5 contains 4104 members 
Mstep: Class 6 contains 2260 members 
Mstep: Class 7 contains 9372 members 
Mstep: Class 8 contains 13916 members 
Mstep: Class 9 contains 7479 members 
Mstep: Class 10 contains 27208 members 
Mstep: Class 11 contains 11615 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 13 contains 3501 members 
Mstep: Class 14 contains 36448 members 
Mstep: Class 15 contains 181259 members 
Mstep: Class 16 contains 23102 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 9961 members 
Mstep: Class 19 contains 164698 members 
Mstep: Class 20 contains 55019 members 
Mstep: Class 21 contains 2417 members 
Mstep: Class 22 contains 686 members 
Mstep: Class 23 contains 4373 members 
Mstep: Class 24 contains 3352 members 
Mstep: Class 25 contains 38538 members 
Mstep: Class 26 contains 60664 members 
Mstep: Class 27 contains 28781 members 
Mstep: Class 28 contains 470 members 
Mstep: Class 29 contains 42520 members 
Mstep: Class 30 contains 10776 members 
Mstep: Class 31 contains 6562 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8498 members 
Mstep: Class 34 contains 437 members 
Mstep: Class 35 contains 3422 members 
Mstep: Class 36 contains 8266 members 
Mstep: Class 37 contains 3932 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1885 members 
Mstep: Class 40 contains 19228 members 
Mstep: Class 41 contains 423 members 
Mstep: Class 42 contains 3007 members 
Mstep: Class 43 contains 3343 members 
Mstep: Class 44 contains 1401 members 
Mstep: Class 45 contains 22206 members 
Mstep: Class 46 contains 13090 members 
Mstep: Class 47 contains 306 members 
Mstep: Class 48 contains 7849 members 
Mstep: Class 49 contains 26838 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 616 members 
Mstep: Class 52 contains 309 members 
Mstep: Class 53 contains 3102 members 
Mstep: Class 54 contains 347 members 
Mstep: Class 55 contains 4825 members 
Mstep: Class 56 contains 17268 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 284 members 
Mstep: Class 60 contains 4833 members 
Mstep: Class 61 contains 1768 members 
Mstep: Class 62 contains 1052 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 8306 members 
Mstep: Class 65 contains 503 members 
Mstep: Class 66 contains 665 members 
Mstep: Class 67 contains 2648 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 225 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 7991 members 
Mstep: Class 75 contains 434 members 
Mstep: Class 76 contains 504 members 
Mstep: Class 77 contains 631 members 
Mstep: Class 78 contains 486 members 
Mstep: Class 79 contains 458 members 
Entering Unmasked Estep 
Score: -147546768.000000 Penalty: 274052.718750
Splitting cluster 75 changes total score from -147547344.000000 to -147546768.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 76 (504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Entering Unmasked Estep 
Score: -74841.117188 Penalty: 1543.198853
	Iteration 0F: 2 clusters Score -74841.12 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 263 members 
Entering Unmasked Estep 
Score: -73404.406250 Penalty: 3086.397705
	Iteration 0F: 3 clusters Score -73404.41 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -73899.617188 Penalty: 3086.397705
	Iteration 1F: 3 clusters Score -73899.62 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -74254.250000 Penalty: 3086.397705
	Iteration 2F: 3 clusters Score -74254.25 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -74450.507812 Penalty: 3086.397705
	Iteration 3Q: 3 clusters Score -74450.51 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -74567.546875 Penalty: 3086.397705
	Iteration 4Q: 3 clusters Score -74567.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -74624.601562 Penalty: 3086.397705
	Iteration 5Q: 3 clusters Score -74624.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -74809.085938 Penalty: 3086.397705
	Iteration 6Q: 3 clusters Score -74809.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -74884.289062 Penalty: 3086.397705
	Iteration 7Q: 3 clusters Score -74884.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -74889.226562 Penalty: 3086.397705
	Iteration 8Q: 3 clusters Score -74889.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -74889.226562 Penalty: 3086.397705
	Iteration 9F: 3 clusters Score -74889.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22645 members 
Mstep: Class 2 contains 4319 members 
Mstep: Class 3 contains 1074 members 
Mstep: Class 4 contains 223858 members 
Mstep: Class 5 contains 4104 members 
Mstep: Class 6 contains 2260 members 
Mstep: Class 7 contains 9372 members 
Mstep: Class 8 contains 13916 members 
Mstep: Class 9 contains 7479 members 
Mstep: Class 10 contains 27208 members 
Mstep: Class 11 contains 11615 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 13 contains 3501 members 
Mstep: Class 14 contains 36448 members 
Mstep: Class 15 contains 181259 members 
Mstep: Class 16 contains 23102 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 9961 members 
Mstep: Class 19 contains 164698 members 
Mstep: Class 20 contains 55019 members 
Mstep: Class 21 contains 2417 members 
Mstep: Class 22 contains 686 members 
Mstep: Class 23 contains 4373 members 
Mstep: Class 24 contains 3352 members 
Mstep: Class 25 contains 38538 members 
Mstep: Class 26 contains 60664 members 
Mstep: Class 27 contains 28781 members 
Mstep: Class 28 contains 470 members 
Mstep: Class 29 contains 42520 members 
Mstep: Class 30 contains 10776 members 
Mstep: Class 31 contains 6562 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8498 members 
Mstep: Class 34 contains 437 members 
Mstep: Class 35 contains 3422 members 
Mstep: Class 36 contains 8266 members 
Mstep: Class 37 contains 3932 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1885 members 
Mstep: Class 40 contains 19228 members 
Mstep: Class 41 contains 423 members 
Mstep: Class 42 contains 3007 members 
Mstep: Class 43 contains 3343 members 
Mstep: Class 44 contains 1401 members 
Mstep: Class 45 contains 22206 members 
Mstep: Class 46 contains 13090 members 
Mstep: Class 47 contains 306 members 
Mstep: Class 48 contains 7849 members 
Mstep: Class 49 contains 26838 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 616 members 
Mstep: Class 52 contains 309 members 
Mstep: Class 53 contains 3102 members 
Mstep: Class 54 contains 347 members 
Mstep: Class 55 contains 4825 members 
Mstep: Class 56 contains 17268 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 284 members 
Mstep: Class 60 contains 4833 members 
Mstep: Class 61 contains 1768 members 
Mstep: Class 62 contains 1052 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 8306 members 
Mstep: Class 65 contains 503 members 
Mstep: Class 66 contains 665 members 
Mstep: Class 67 contains 2648 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 225 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 7991 members 
Mstep: Class 75 contains 892 members 
Mstep: Class 76 contains 295 members 
Mstep: Class 77 contains 631 members 
Mstep: Class 78 contains 486 members 
Mstep: Class 79 contains 209 members 
Entering Unmasked Estep 
Score: -147545552.000000 Penalty: 274052.718750
Splitting cluster 76 changes total score from -147547344.000000 to -147545552.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 77 (631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Entering Unmasked Estep 
Score: -98648.671875 Penalty: 1598.931763
	Iteration 0F: 2 clusters Score -98648.67 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 316 members 
Entering Unmasked Estep 
Score: -97143.640625 Penalty: 3197.863525
	Iteration 0F: 3 clusters Score -97143.64 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -97865.546875 Penalty: 3197.863525
	Iteration 1F: 3 clusters Score -97865.55 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -98594.593750 Penalty: 3197.863525
	Iteration 2F: 3 clusters Score -98594.59 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -99159.664062 Penalty: 3197.863525
	Iteration 3F: 3 clusters Score -99159.66 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -99315.601562 Penalty: 3197.863525
	Iteration 4Q: 3 clusters Score -99315.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -99333.578125 Penalty: 3197.863525
	Iteration 5Q: 3 clusters Score -99333.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -99334.523438 Penalty: 3197.863525
	Iteration 6Q: 3 clusters Score -99334.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -99334.523438 Penalty: 3197.863525
	Iteration 7F: 3 clusters Score -99334.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22645 members 
Mstep: Class 2 contains 4319 members 
Mstep: Class 3 contains 1074 members 
Mstep: Class 4 contains 223858 members 
Mstep: Class 5 contains 4104 members 
Mstep: Class 6 contains 2260 members 
Mstep: Class 7 contains 9372 members 
Mstep: Class 8 contains 13916 members 
Mstep: Class 9 contains 7479 members 
Mstep: Class 10 contains 27208 members 
Mstep: Class 11 contains 11615 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 13 contains 3501 members 
Mstep: Class 14 contains 36448 members 
Mstep: Class 15 contains 181259 members 
Mstep: Class 16 contains 23102 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 9961 members 
Mstep: Class 19 contains 164698 members 
Mstep: Class 20 contains 55019 members 
Mstep: Class 21 contains 2417 members 
Mstep: Class 22 contains 686 members 
Mstep: Class 23 contains 4373 members 
Mstep: Class 24 contains 3352 members 
Mstep: Class 25 contains 38538 members 
Mstep: Class 26 contains 60664 members 
Mstep: Class 27 contains 28781 members 
Mstep: Class 28 contains 470 members 
Mstep: Class 29 contains 42520 members 
Mstep: Class 30 contains 10776 members 
Mstep: Class 31 contains 6562 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8498 members 
Mstep: Class 34 contains 437 members 
Mstep: Class 35 contains 3422 members 
Mstep: Class 36 contains 8266 members 
Mstep: Class 37 contains 3932 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1885 members 
Mstep: Class 40 contains 19228 members 
Mstep: Class 41 contains 423 members 
Mstep: Class 42 contains 3007 members 
Mstep: Class 43 contains 3343 members 
Mstep: Class 44 contains 1401 members 
Mstep: Class 45 contains 22206 members 
Mstep: Class 46 contains 13090 members 
Mstep: Class 47 contains 306 members 
Mstep: Class 48 contains 7849 members 
Mstep: Class 49 contains 26838 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 616 members 
Mstep: Class 52 contains 309 members 
Mstep: Class 53 contains 3102 members 
Mstep: Class 54 contains 347 members 
Mstep: Class 55 contains 4825 members 
Mstep: Class 56 contains 17268 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 284 members 
Mstep: Class 60 contains 4833 members 
Mstep: Class 61 contains 1768 members 
Mstep: Class 62 contains 1052 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 8306 members 
Mstep: Class 65 contains 503 members 
Mstep: Class 66 contains 665 members 
Mstep: Class 67 contains 2648 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 225 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 7991 members 
Mstep: Class 75 contains 892 members 
Mstep: Class 76 contains 504 members 
Mstep: Class 77 contains 250 members 
Mstep: Class 78 contains 486 members 
Mstep: Class 79 contains 381 members 
Entering Unmasked Estep 
Score: -147546176.000000 Penalty: 274052.718750
Splitting cluster 77 changes total score from -147547344.000000 to -147546176.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22645 members 
Mstep: Class 2 contains 4319 members 
Mstep: Class 3 contains 1074 members 
Mstep: Class 4 contains 223858 members 
Mstep: Class 5 contains 4104 members 
Mstep: Class 6 contains 2260 members 
Mstep: Class 7 contains 9372 members 
Mstep: Class 8 contains 13916 members 
Mstep: Class 9 contains 7479 members 
Mstep: Class 10 contains 27208 members 
Mstep: Class 11 contains 11615 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 13 contains 3501 members 
Mstep: Class 14 contains 36448 members 
Mstep: Class 15 contains 181259 members 
Mstep: Class 16 contains 23102 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 9961 members 
Mstep: Class 19 contains 164698 members 
Mstep: Class 20 contains 55019 members 
Mstep: Class 21 contains 2417 members 
Mstep: Class 22 contains 686 members 
Mstep: Class 23 contains 4373 members 
Mstep: Class 24 contains 3352 members 
Mstep: Class 25 contains 38538 members 
Mstep: Class 26 contains 60664 members 
Mstep: Class 27 contains 28781 members 
Mstep: Class 28 contains 470 members 
Mstep: Class 29 contains 42520 members 
Mstep: Class 30 contains 10776 members 
Mstep: Class 31 contains 6562 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8498 members 
Mstep: Class 34 contains 437 members 
Mstep: Class 35 contains 3422 members 
Mstep: Class 36 contains 8266 members 
Mstep: Class 37 contains 3932 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1885 members 
Mstep: Class 40 contains 19228 members 
Mstep: Class 41 contains 423 members 
Mstep: Class 42 contains 3007 members 
Mstep: Class 43 contains 3343 members 
Mstep: Class 44 contains 1401 members 
Mstep: Class 45 contains 22206 members 
Mstep: Class 46 contains 13090 members 
Mstep: Class 47 contains 306 members 
Mstep: Class 48 contains 7849 members 
Mstep: Class 49 contains 26838 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 616 members 
Mstep: Class 52 contains 309 members 
Mstep: Class 53 contains 3102 members 
Mstep: Class 54 contains 347 members 
Mstep: Class 55 contains 4825 members 
Mstep: Class 56 contains 17268 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 284 members 
Mstep: Class 60 contains 4833 members 
Mstep: Class 61 contains 1768 members 
Mstep: Class 62 contains 1052 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 8306 members 
Mstep: Class 65 contains 503 members 
Mstep: Class 66 contains 665 members 
Mstep: Class 67 contains 2648 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 225 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 7991 members 
Mstep: Class 75 contains 892 members 
Mstep: Class 76 contains 504 members 
Mstep: Class 77 contains 631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147547488.000000 Penalty: 270583.718750
Iteration 319Q: 79 clusters Score -1.475475e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22645 members 
Mstep: Class 2 contains 4319 members 
Mstep: Class 3 contains 1075 members 
Mstep: Class 4 contains 223858 members 
Mstep: Class 5 contains 4104 members 
Mstep: Class 6 contains 2260 members 
Mstep: Class 7 contains 9373 members 
Mstep: Class 8 contains 13916 members 
Mstep: Class 9 contains 7479 members 
Mstep: Class 10 contains 27208 members 
Mstep: Class 11 contains 11615 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 13 contains 3500 members 
Mstep: Class 14 contains 36448 members 
Mstep: Class 15 contains 181256 members 
Mstep: Class 16 contains 23102 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 9963 members 
Mstep: Class 19 contains 164698 members 
Mstep: Class 20 contains 55016 members 
Mstep: Class 21 contains 2417 members 
Mstep: Class 22 contains 686 members 
Mstep: Class 23 contains 4373 members 
Mstep: Class 24 contains 3352 members 
Mstep: Class 25 contains 38537 members 
Mstep: Class 26 contains 60664 members 
Mstep: Class 27 contains 28780 members 
Mstep: Class 28 contains 470 members 
Mstep: Class 29 contains 42521 members 
Mstep: Class 30 contains 10776 members 
Mstep: Class 31 contains 6563 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8498 members 
Mstep: Class 34 contains 437 members 
Mstep: Class 35 contains 3422 members 
Mstep: Class 36 contains 8267 members 
Mstep: Class 37 contains 3932 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1885 members 
Mstep: Class 40 contains 19228 members 
Mstep: Class 41 contains 423 members 
Mstep: Class 42 contains 3007 members 
Mstep: Class 43 contains 3342 members 
Mstep: Class 44 contains 1401 members 
Mstep: Class 45 contains 22209 members 
Mstep: Class 46 contains 13090 members 
Mstep: Class 47 contains 306 members 
Mstep: Class 48 contains 7849 members 
Mstep: Class 49 contains 26838 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 616 members 
Mstep: Class 52 contains 309 members 
Mstep: Class 53 contains 3101 members 
Mstep: Class 54 contains 347 members 
Mstep: Class 55 contains 4826 members 
Mstep: Class 56 contains 17268 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 284 members 
Mstep: Class 60 contains 4833 members 
Mstep: Class 61 contains 1768 members 
Mstep: Class 62 contains 1052 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 8306 members 
Mstep: Class 65 contains 503 members 
Mstep: Class 66 contains 665 members 
Mstep: Class 67 contains 2650 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 222 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 7992 members 
Mstep: Class 75 contains 892 members 
Mstep: Class 76 contains 504 members 
Mstep: Class 77 contains 631 members 
Mstep: Class 78 contains 486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147547472.000000 Penalty: 270583.718750
Iteration 320F: 79 clusters Score -1.475475e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22645 members 
Mstep: Class 2 contains 4319 members 
Mstep: Class 3 contains 1076 members 
Mstep: Class 4 contains 223861 members 
Mstep: Class 5 contains 4104 members 
Mstep: Class 6 contains 2261 members 
Mstep: Class 7 contains 9373 members 
Mstep: Class 8 contains 13916 members 
Mstep: Class 9 contains 7479 members 
Mstep: Class 10 contains 27209 members 
Mstep: Class 11 contains 11615 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 13 contains 3499 members 
Mstep: Class 14 contains 36447 members 
Mstep: Class 15 contains 181256 members 
Mstep: Class 16 contains 23102 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 9963 members 
Mstep: Class 19 contains 164698 members 
Mstep: Class 20 contains 55013 members 
Mstep: Class 21 contains 2417 members 
Mstep: Class 22 contains 686 members 
Mstep: Class 23 contains 4373 members 
Mstep: Class 24 contains 3353 members 
Mstep: Class 25 contains 38534 members 
Mstep: Class 26 contains 60665 members 
Mstep: Class 27 contains 28780 members 
Mstep: Class 28 contains 470 members 
Mstep: Class 29 contains 42519 members 
Mstep: Class 30 contains 10776 members 
Mstep: Class 31 contains 6563 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8498 members 
Mstep: Class 34 contains 437 members 
Mstep: Class 35 contains 3422 members 
Mstep: Class 36 contains 8267 members 
Mstep: Class 37 contains 3932 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1885 members 
Mstep: Class 40 contains 19228 members 
Mstep: Class 41 contains 423 members 
Mstep: Class 42 contains 3007 members 
Mstep: Class 43 contains 3342 members 
Mstep: Class 44 contains 1400 members 
Mstep: Class 45 contains 22207 members 
Mstep: Class 46 contains 13090 members 
Mstep: Class 47 contains 306 members 
Mstep: Class 48 contains 7849 members 
Mstep: Class 49 contains 26838 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 616 members 
Mstep: Class 52 contains 309 members 
Mstep: Class 53 contains 3101 members 
Mstep: Class 54 contains 347 members 
Mstep: Class 55 contains 4826 members 
Mstep: Class 56 contains 17268 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 284 members 
Mstep: Class 60 contains 4833 members 
Mstep: Class 61 contains 1768 members 
Mstep: Class 62 contains 1052 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 8307 members 
Mstep: Class 65 contains 503 members 
Mstep: Class 66 contains 665 members 
Mstep: Class 67 contains 2651 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 221 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 7996 members 
Mstep: Class 75 contains 892 members 
Mstep: Class 76 contains 504 members 
Mstep: Class 77 contains 631 members 
Mstep: Class 78 contains 486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147547504.000000 Penalty: 270583.718750
Iteration 321Q: 79 clusters Score -1.475475e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22645 members 
Mstep: Class 2 contains 4319 members 
Mstep: Class 3 contains 1075 members 
Mstep: Class 4 contains 223861 members 
Mstep: Class 5 contains 4104 members 
Mstep: Class 6 contains 2262 members 
Mstep: Class 7 contains 9373 members 
Mstep: Class 8 contains 13916 members 
Mstep: Class 9 contains 7479 members 
Mstep: Class 10 contains 27210 members 
Mstep: Class 11 contains 11615 members 
Mstep: Class 12 contains 1026 members 
Mstep: Class 13 contains 3499 members 
Mstep: Class 14 contains 36447 members 
Mstep: Class 15 contains 181255 members 
Mstep: Class 16 contains 23102 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 9964 members 
Mstep: Class 19 contains 164696 members 
Mstep: Class 20 contains 55011 members 
Mstep: Class 21 contains 2417 members 
Mstep: Class 22 contains 686 members 
Mstep: Class 23 contains 4373 members 
Mstep: Class 24 contains 3353 members 
Mstep: Class 25 contains 38533 members 
Mstep: Class 26 contains 60663 members 
Mstep: Class 27 contains 28780 members 
Mstep: Class 28 contains 470 members 
Mstep: Class 29 contains 42517 members 
Mstep: Class 30 contains 10776 members 
Mstep: Class 31 contains 6563 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8498 members 
Mstep: Class 34 contains 437 members 
Mstep: Class 35 contains 3422 members 
Mstep: Class 36 contains 8266 members 
Mstep: Class 37 contains 3932 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1885 members 
Mstep: Class 40 contains 19228 members 
Mstep: Class 41 contains 423 members 
Mstep: Class 42 contains 3007 members 
Mstep: Class 43 contains 3343 members 
Mstep: Class 44 contains 1399 members 
Mstep: Class 45 contains 22210 members 
Mstep: Class 46 contains 13090 members 
Mstep: Class 47 contains 306 members 
Mstep: Class 48 contains 7849 members 
Mstep: Class 49 contains 26838 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 617 members 
Mstep: Class 52 contains 309 members 
Mstep: Class 53 contains 3101 members 
Mstep: Class 54 contains 347 members 
Mstep: Class 55 contains 4826 members 
Mstep: Class 56 contains 17268 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 284 members 
Mstep: Class 60 contains 4833 members 
Mstep: Class 61 contains 1768 members 
Mstep: Class 62 contains 1052 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 8309 members 
Mstep: Class 65 contains 503 members 
Mstep: Class 66 contains 665 members 
Mstep: Class 67 contains 2650 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 221 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 7998 members 
Mstep: Class 75 contains 892 members 
Mstep: Class 76 contains 504 members 
Mstep: Class 77 contains 631 members 
Mstep: Class 78 contains 486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147547536.000000 Penalty: 270583.718750
Iteration 322Q: 79 clusters Score -1.475475e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22644 members 
Mstep: Class 2 contains 4319 members 
Mstep: Class 3 contains 1074 members 
Mstep: Class 4 contains 223861 members 
Mstep: Class 5 contains 4104 members 
Mstep: Class 6 contains 2263 members 
Mstep: Class 7 contains 9373 members 
Mstep: Class 8 contains 13916 members 
Mstep: Class 9 contains 7479 members 
Mstep: Class 10 contains 27210 members 
Mstep: Class 11 contains 11615 members 
Mstep: Class 12 contains 1026 members 
Mstep: Class 13 contains 3498 members 
Mstep: Class 14 contains 36447 members 
Mstep: Class 15 contains 181255 members 
Mstep: Class 16 contains 23102 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 9965 members 
Mstep: Class 19 contains 164694 members 
Mstep: Class 20 contains 55010 members 
Mstep: Class 21 contains 2417 members 
Mstep: Class 22 contains 686 members 
Mstep: Class 23 contains 4373 members 
Mstep: Class 24 contains 3354 members 
Mstep: Class 25 contains 38533 members 
Mstep: Class 26 contains 60660 members 
Mstep: Class 27 contains 28780 members 
Mstep: Class 28 contains 470 members 
Mstep: Class 29 contains 42517 members 
Mstep: Class 30 contains 10776 members 
Mstep: Class 31 contains 6563 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8498 members 
Mstep: Class 34 contains 437 members 
Mstep: Class 35 contains 3422 members 
Mstep: Class 36 contains 8266 members 
Mstep: Class 37 contains 3932 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1885 members 
Mstep: Class 40 contains 19228 members 
Mstep: Class 41 contains 423 members 
Mstep: Class 42 contains 3007 members 
Mstep: Class 43 contains 3342 members 
Mstep: Class 44 contains 1399 members 
Mstep: Class 45 contains 22213 members 
Mstep: Class 46 contains 13090 members 
Mstep: Class 47 contains 306 members 
Mstep: Class 48 contains 7849 members 
Mstep: Class 49 contains 26838 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 617 members 
Mstep: Class 52 contains 309 members 
Mstep: Class 53 contains 3101 members 
Mstep: Class 54 contains 347 members 
Mstep: Class 55 contains 4826 members 
Mstep: Class 56 contains 17268 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 284 members 
Mstep: Class 60 contains 4833 members 
Mstep: Class 61 contains 1768 members 
Mstep: Class 62 contains 1052 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 8310 members 
Mstep: Class 65 contains 503 members 
Mstep: Class 66 contains 665 members 
Mstep: Class 67 contains 2651 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 221 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 8000 members 
Mstep: Class 75 contains 892 members 
Mstep: Class 76 contains 504 members 
Mstep: Class 77 contains 631 members 
Mstep: Class 78 contains 486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147547424.000000 Penalty: 270583.718750
Iteration 323Q: 79 clusters Score -1.475474e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22642 members 
Mstep: Class 2 contains 4319 members 
Mstep: Class 3 contains 1073 members 
Mstep: Class 4 contains 223861 members 
Mstep: Class 5 contains 4104 members 
Mstep: Class 6 contains 2262 members 
Mstep: Class 7 contains 9374 members 
Mstep: Class 8 contains 13916 members 
Mstep: Class 9 contains 7479 members 
Mstep: Class 10 contains 27210 members 
Mstep: Class 11 contains 11615 members 
Mstep: Class 12 contains 1026 members 
Mstep: Class 13 contains 3499 members 
Mstep: Class 14 contains 36446 members 
Mstep: Class 15 contains 181256 members 
Mstep: Class 16 contains 23102 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 9966 members 
Mstep: Class 19 contains 164694 members 
Mstep: Class 20 contains 55011 members 
Mstep: Class 21 contains 2417 members 
Mstep: Class 22 contains 686 members 
Mstep: Class 23 contains 4373 members 
Mstep: Class 24 contains 3355 members 
Mstep: Class 25 contains 38534 members 
Mstep: Class 26 contains 60660 members 
Mstep: Class 27 contains 28780 members 
Mstep: Class 28 contains 470 members 
Mstep: Class 29 contains 42518 members 
Mstep: Class 30 contains 10776 members 
Mstep: Class 31 contains 6563 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8498 members 
Mstep: Class 34 contains 437 members 
Mstep: Class 35 contains 3422 members 
Mstep: Class 36 contains 8266 members 
Mstep: Class 37 contains 3932 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1885 members 
Mstep: Class 40 contains 19228 members 
Mstep: Class 41 contains 423 members 
Mstep: Class 42 contains 3007 members 
Mstep: Class 43 contains 3340 members 
Mstep: Class 44 contains 1399 members 
Mstep: Class 45 contains 22209 members 
Mstep: Class 46 contains 13090 members 
Mstep: Class 47 contains 306 members 
Mstep: Class 48 contains 7849 members 
Mstep: Class 49 contains 26838 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 617 members 
Mstep: Class 52 contains 309 members 
Mstep: Class 53 contains 3101 members 
Mstep: Class 54 contains 347 members 
Mstep: Class 55 contains 4826 members 
Mstep: Class 56 contains 17268 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 284 members 
Mstep: Class 60 contains 4833 members 
Mstep: Class 61 contains 1768 members 
Mstep: Class 62 contains 1052 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 8310 members 
Mstep: Class 65 contains 503 members 
Mstep: Class 66 contains 665 members 
Mstep: Class 67 contains 2652 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 221 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 8002 members 
Mstep: Class 75 contains 892 members 
Mstep: Class 76 contains 504 members 
Mstep: Class 77 contains 631 members 
Mstep: Class 78 contains 486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147547456.000000 Penalty: 270583.718750
Iteration 324Q: 79 clusters Score -1.475475e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22639 members 
Mstep: Class 2 contains 4319 members 
Mstep: Class 3 contains 1071 members 
Mstep: Class 4 contains 223861 members 
Mstep: Class 5 contains 4104 members 
Mstep: Class 6 contains 2262 members 
Mstep: Class 7 contains 9376 members 
Mstep: Class 8 contains 13915 members 
Mstep: Class 9 contains 7479 members 
Mstep: Class 10 contains 27210 members 
Mstep: Class 11 contains 11615 members 
Mstep: Class 12 contains 1026 members 
Mstep: Class 13 contains 3503 members 
Mstep: Class 14 contains 36446 members 
Mstep: Class 15 contains 181257 members 
Mstep: Class 16 contains 23102 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 9966 members 
Mstep: Class 19 contains 164694 members 
Mstep: Class 20 contains 55006 members 
Mstep: Class 21 contains 2417 members 
Mstep: Class 22 contains 686 members 
Mstep: Class 23 contains 4373 members 
Mstep: Class 24 contains 3355 members 
Mstep: Class 25 contains 38535 members 
Mstep: Class 26 contains 60659 members 
Mstep: Class 27 contains 28780 members 
Mstep: Class 28 contains 470 members 
Mstep: Class 29 contains 42517 members 
Mstep: Class 30 contains 10776 members 
Mstep: Class 31 contains 6563 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8498 members 
Mstep: Class 34 contains 437 members 
Mstep: Class 35 contains 3422 members 
Mstep: Class 36 contains 8265 members 
Mstep: Class 37 contains 3932 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1885 members 
Mstep: Class 40 contains 19228 members 
Mstep: Class 41 contains 423 members 
Mstep: Class 42 contains 3007 members 
Mstep: Class 43 contains 3337 members 
Mstep: Class 44 contains 1399 members 
Mstep: Class 45 contains 22212 members 
Mstep: Class 46 contains 13090 members 
Mstep: Class 47 contains 306 members 
Mstep: Class 48 contains 7850 members 
Mstep: Class 49 contains 26839 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 618 members 
Mstep: Class 52 contains 309 members 
Mstep: Class 53 contains 3101 members 
Mstep: Class 54 contains 347 members 
Mstep: Class 55 contains 4826 members 
Mstep: Class 56 contains 17267 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 284 members 
Mstep: Class 60 contains 4833 members 
Mstep: Class 61 contains 1768 members 
Mstep: Class 62 contains 1052 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 8310 members 
Mstep: Class 65 contains 503 members 
Mstep: Class 66 contains 665 members 
Mstep: Class 67 contains 2653 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 221 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 8005 members 
Mstep: Class 75 contains 892 members 
Mstep: Class 76 contains 504 members 
Mstep: Class 77 contains 631 members 
Mstep: Class 78 contains 486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147547424.000000 Penalty: 270583.718750
Iteration 325Q: 79 clusters Score -1.475474e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22636 members 
Mstep: Class 2 contains 4319 members 
Mstep: Class 3 contains 1071 members 
Mstep: Class 4 contains 223860 members 
Mstep: Class 5 contains 4104 members 
Mstep: Class 6 contains 2262 members 
Mstep: Class 7 contains 9376 members 
Mstep: Class 8 contains 13916 members 
Mstep: Class 9 contains 7479 members 
Mstep: Class 10 contains 27210 members 
Mstep: Class 11 contains 11615 members 
Mstep: Class 12 contains 1026 members 
Mstep: Class 13 contains 3503 members 
Mstep: Class 14 contains 36445 members 
Mstep: Class 15 contains 181259 members 
Mstep: Class 16 contains 23102 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 9965 members 
Mstep: Class 19 contains 164693 members 
Mstep: Class 20 contains 55006 members 
Mstep: Class 21 contains 2417 members 
Mstep: Class 22 contains 686 members 
Mstep: Class 23 contains 4373 members 
Mstep: Class 24 contains 3355 members 
Mstep: Class 25 contains 38534 members 
Mstep: Class 26 contains 60659 members 
Mstep: Class 27 contains 28779 members 
Mstep: Class 28 contains 470 members 
Mstep: Class 29 contains 42515 members 
Mstep: Class 30 contains 10776 members 
Mstep: Class 31 contains 6563 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8498 members 
Mstep: Class 34 contains 437 members 
Mstep: Class 35 contains 3422 members 
Mstep: Class 36 contains 8264 members 
Mstep: Class 37 contains 3932 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1885 members 
Mstep: Class 40 contains 19228 members 
Mstep: Class 41 contains 423 members 
Mstep: Class 42 contains 3007 members 
Mstep: Class 43 contains 3338 members 
Mstep: Class 44 contains 1399 members 
Mstep: Class 45 contains 22212 members 
Mstep: Class 46 contains 13090 members 
Mstep: Class 47 contains 306 members 
Mstep: Class 48 contains 7850 members 
Mstep: Class 49 contains 26840 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 619 members 
Mstep: Class 52 contains 309 members 
Mstep: Class 53 contains 3101 members 
Mstep: Class 54 contains 347 members 
Mstep: Class 55 contains 4827 members 
Mstep: Class 56 contains 17268 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 284 members 
Mstep: Class 60 contains 4833 members 
Mstep: Class 61 contains 1768 members 
Mstep: Class 62 contains 1052 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 8310 members 
Mstep: Class 65 contains 503 members 
Mstep: Class 66 contains 665 members 
Mstep: Class 67 contains 2652 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 221 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 8010 members 
Mstep: Class 75 contains 892 members 
Mstep: Class 76 contains 504 members 
Mstep: Class 77 contains 631 members 
Mstep: Class 78 contains 486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147547392.000000 Penalty: 270583.718750
Iteration 326Q: 79 clusters Score -1.475474e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22633 members 
Mstep: Class 2 contains 4319 members 
Mstep: Class 3 contains 1071 members 
Mstep: Class 4 contains 223859 members 
Mstep: Class 5 contains 4104 members 
Mstep: Class 6 contains 2262 members 
Mstep: Class 7 contains 9376 members 
Mstep: Class 8 contains 13917 members 
Mstep: Class 9 contains 7479 members 
Mstep: Class 10 contains 27210 members 
Mstep: Class 11 contains 11615 members 
Mstep: Class 12 contains 1026 members 
Mstep: Class 13 contains 3504 members 
Mstep: Class 14 contains 36447 members 
Mstep: Class 15 contains 181261 members 
Mstep: Class 16 contains 23102 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 9964 members 
Mstep: Class 19 contains 164693 members 
Mstep: Class 20 contains 55004 members 
Mstep: Class 21 contains 2417 members 
Mstep: Class 22 contains 686 members 
Mstep: Class 23 contains 4373 members 
Mstep: Class 24 contains 3355 members 
Mstep: Class 25 contains 38535 members 
Mstep: Class 26 contains 60660 members 
Mstep: Class 27 contains 28779 members 
Mstep: Class 28 contains 470 members 
Mstep: Class 29 contains 42514 members 
Mstep: Class 30 contains 10775 members 
Mstep: Class 31 contains 6563 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8498 members 
Mstep: Class 34 contains 437 members 
Mstep: Class 35 contains 3422 members 
Mstep: Class 36 contains 8265 members 
Mstep: Class 37 contains 3932 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1885 members 
Mstep: Class 40 contains 19228 members 
Mstep: Class 41 contains 423 members 
Mstep: Class 42 contains 3007 members 
Mstep: Class 43 contains 3337 members 
Mstep: Class 44 contains 1399 members 
Mstep: Class 45 contains 22209 members 
Mstep: Class 46 contains 13090 members 
Mstep: Class 47 contains 306 members 
Mstep: Class 48 contains 7850 members 
Mstep: Class 49 contains 26840 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 620 members 
Mstep: Class 52 contains 309 members 
Mstep: Class 53 contains 3101 members 
Mstep: Class 54 contains 347 members 
Mstep: Class 55 contains 4827 members 
Mstep: Class 56 contains 17268 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 284 members 
Mstep: Class 60 contains 4833 members 
Mstep: Class 61 contains 1768 members 
Mstep: Class 62 contains 1052 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 8311 members 
Mstep: Class 65 contains 503 members 
Mstep: Class 66 contains 665 members 
Mstep: Class 67 contains 2651 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 221 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 8013 members 
Mstep: Class 75 contains 892 members 
Mstep: Class 76 contains 504 members 
Mstep: Class 77 contains 631 members 
Mstep: Class 78 contains 486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147547488.000000 Penalty: 270583.718750
Iteration 327Q: 79 clusters Score -1.475475e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22632 members 
Mstep: Class 2 contains 4319 members 
Mstep: Class 3 contains 1071 members 
Mstep: Class 4 contains 223859 members 
Mstep: Class 5 contains 4104 members 
Mstep: Class 6 contains 2263 members 
Mstep: Class 7 contains 9376 members 
Mstep: Class 8 contains 13917 members 
Mstep: Class 9 contains 7479 members 
Mstep: Class 10 contains 27210 members 
Mstep: Class 11 contains 11615 members 
Mstep: Class 12 contains 1026 members 
Mstep: Class 13 contains 3505 members 
Mstep: Class 14 contains 36447 members 
Mstep: Class 15 contains 181262 members 
Mstep: Class 16 contains 23102 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 9965 members 
Mstep: Class 19 contains 164692 members 
Mstep: Class 20 contains 55002 members 
Mstep: Class 21 contains 2417 members 
Mstep: Class 22 contains 686 members 
Mstep: Class 23 contains 4373 members 
Mstep: Class 24 contains 3355 members 
Mstep: Class 25 contains 38535 members 
Mstep: Class 26 contains 60658 members 
Mstep: Class 27 contains 28779 members 
Mstep: Class 28 contains 470 members 
Mstep: Class 29 contains 42514 members 
Mstep: Class 30 contains 10775 members 
Mstep: Class 31 contains 6563 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8498 members 
Mstep: Class 34 contains 437 members 
Mstep: Class 35 contains 3422 members 
Mstep: Class 36 contains 8266 members 
Mstep: Class 37 contains 3932 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1885 members 
Mstep: Class 40 contains 19228 members 
Mstep: Class 41 contains 423 members 
Mstep: Class 42 contains 3007 members 
Mstep: Class 43 contains 3337 members 
Mstep: Class 44 contains 1399 members 
Mstep: Class 45 contains 22210 members 
Mstep: Class 46 contains 13090 members 
Mstep: Class 47 contains 306 members 
Mstep: Class 48 contains 7850 members 
Mstep: Class 49 contains 26840 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 620 members 
Mstep: Class 52 contains 309 members 
Mstep: Class 53 contains 3101 members 
Mstep: Class 54 contains 347 members 
Mstep: Class 55 contains 4827 members 
Mstep: Class 56 contains 17268 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 284 members 
Mstep: Class 60 contains 4833 members 
Mstep: Class 61 contains 1768 members 
Mstep: Class 62 contains 1052 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 8311 members 
Mstep: Class 65 contains 503 members 
Mstep: Class 66 contains 665 members 
Mstep: Class 67 contains 2651 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 221 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 8013 members 
Mstep: Class 75 contains 892 members 
Mstep: Class 76 contains 504 members 
Mstep: Class 77 contains 631 members 
Mstep: Class 78 contains 486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147547456.000000 Penalty: 270583.718750
Iteration 328Q: 79 clusters Score -1.475475e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22632 members 
Mstep: Class 2 contains 4319 members 
Mstep: Class 3 contains 1071 members 
Mstep: Class 4 contains 223859 members 
Mstep: Class 5 contains 4104 members 
Mstep: Class 6 contains 2263 members 
Mstep: Class 7 contains 9375 members 
Mstep: Class 8 contains 13917 members 
Mstep: Class 9 contains 7479 members 
Mstep: Class 10 contains 27210 members 
Mstep: Class 11 contains 11615 members 
Mstep: Class 12 contains 1026 members 
Mstep: Class 13 contains 3508 members 
Mstep: Class 14 contains 36447 members 
Mstep: Class 15 contains 181262 members 
Mstep: Class 16 contains 23102 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 9965 members 
Mstep: Class 19 contains 164690 members 
Mstep: Class 20 contains 55005 members 
Mstep: Class 21 contains 2417 members 
Mstep: Class 22 contains 686 members 
Mstep: Class 23 contains 4373 members 
Mstep: Class 24 contains 3355 members 
Mstep: Class 25 contains 38535 members 
Mstep: Class 26 contains 60658 members 
Mstep: Class 27 contains 28778 members 
Mstep: Class 28 contains 470 members 
Mstep: Class 29 contains 42512 members 
Mstep: Class 30 contains 10775 members 
Mstep: Class 31 contains 6563 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8498 members 
Mstep: Class 34 contains 437 members 
Mstep: Class 35 contains 3422 members 
Mstep: Class 36 contains 8266 members 
Mstep: Class 37 contains 3932 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1885 members 
Mstep: Class 40 contains 19228 members 
Mstep: Class 41 contains 423 members 
Mstep: Class 42 contains 3007 members 
Mstep: Class 43 contains 3337 members 
Mstep: Class 44 contains 1399 members 
Mstep: Class 45 contains 22209 members 
Mstep: Class 46 contains 13090 members 
Mstep: Class 47 contains 306 members 
Mstep: Class 48 contains 7850 members 
Mstep: Class 49 contains 26840 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 620 members 
Mstep: Class 52 contains 309 members 
Mstep: Class 53 contains 3101 members 
Mstep: Class 54 contains 347 members 
Mstep: Class 55 contains 4827 members 
Mstep: Class 56 contains 17268 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 284 members 
Mstep: Class 60 contains 4833 members 
Mstep: Class 61 contains 1768 members 
Mstep: Class 62 contains 1052 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 8311 members 
Mstep: Class 65 contains 503 members 
Mstep: Class 66 contains 665 members 
Mstep: Class 67 contains 2651 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 221 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 8014 members 
Mstep: Class 75 contains 892 members 
Mstep: Class 76 contains 504 members 
Mstep: Class 77 contains 631 members 
Mstep: Class 78 contains 486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147547408.000000 Penalty: 270583.718750
Iteration 329Q: 79 clusters Score -1.475474e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22632 members 
Mstep: Class 2 contains 4319 members 
Mstep: Class 3 contains 1071 members 
Mstep: Class 4 contains 223860 members 
Mstep: Class 5 contains 4104 members 
Mstep: Class 6 contains 2263 members 
Mstep: Class 7 contains 9375 members 
Mstep: Class 8 contains 13916 members 
Mstep: Class 9 contains 7479 members 
Mstep: Class 10 contains 27210 members 
Mstep: Class 11 contains 11615 members 
Mstep: Class 12 contains 1026 members 
Mstep: Class 13 contains 3514 members 
Mstep: Class 14 contains 36447 members 
Mstep: Class 15 contains 181262 members 
Mstep: Class 16 contains 23102 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 9965 members 
Mstep: Class 19 contains 164685 members 
Mstep: Class 20 contains 55004 members 
Mstep: Class 21 contains 2417 members 
Mstep: Class 22 contains 686 members 
Mstep: Class 23 contains 4373 members 
Mstep: Class 24 contains 3355 members 
Mstep: Class 25 contains 38535 members 
Mstep: Class 26 contains 60657 members 
Mstep: Class 27 contains 28778 members 
Mstep: Class 28 contains 470 members 
Mstep: Class 29 contains 42509 members 
Mstep: Class 30 contains 10775 members 
Mstep: Class 31 contains 6563 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8498 members 
Mstep: Class 34 contains 437 members 
Mstep: Class 35 contains 3422 members 
Mstep: Class 36 contains 8266 members 
Mstep: Class 37 contains 3932 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1885 members 
Mstep: Class 40 contains 19228 members 
Mstep: Class 41 contains 423 members 
Mstep: Class 42 contains 3007 members 
Mstep: Class 43 contains 3337 members 
Mstep: Class 44 contains 1399 members 
Mstep: Class 45 contains 22210 members 
Mstep: Class 46 contains 13090 members 
Mstep: Class 47 contains 306 members 
Mstep: Class 48 contains 7850 members 
Mstep: Class 49 contains 26840 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 620 members 
Mstep: Class 52 contains 309 members 
Mstep: Class 53 contains 3102 members 
Mstep: Class 54 contains 347 members 
Mstep: Class 55 contains 4827 members 
Mstep: Class 56 contains 17268 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 284 members 
Mstep: Class 60 contains 4833 members 
Mstep: Class 61 contains 1768 members 
Mstep: Class 62 contains 1052 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 8311 members 
Mstep: Class 65 contains 503 members 
Mstep: Class 66 contains 665 members 
Mstep: Class 67 contains 2651 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 221 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 8016 members 
Mstep: Class 75 contains 892 members 
Mstep: Class 76 contains 504 members 
Mstep: Class 77 contains 631 members 
Mstep: Class 78 contains 486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147547408.000000 Penalty: 270583.718750
Iteration 330Q: 79 clusters Score -1.475474e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22632 members 
Mstep: Class 2 contains 4319 members 
Mstep: Class 3 contains 1071 members 
Mstep: Class 4 contains 223860 members 
Mstep: Class 5 contains 4104 members 
Mstep: Class 6 contains 2263 members 
Mstep: Class 7 contains 9375 members 
Mstep: Class 8 contains 13917 members 
Mstep: Class 9 contains 7479 members 
Mstep: Class 10 contains 27210 members 
Mstep: Class 11 contains 11615 members 
Mstep: Class 12 contains 1026 members 
Mstep: Class 13 contains 3515 members 
Mstep: Class 14 contains 36447 members 
Mstep: Class 15 contains 181262 members 
Mstep: Class 16 contains 23102 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 9965 members 
Mstep: Class 19 contains 164686 members 
Mstep: Class 20 contains 55001 members 
Mstep: Class 21 contains 2417 members 
Mstep: Class 22 contains 686 members 
Mstep: Class 23 contains 4373 members 
Mstep: Class 24 contains 3355 members 
Mstep: Class 25 contains 38535 members 
Mstep: Class 26 contains 60657 members 
Mstep: Class 27 contains 28778 members 
Mstep: Class 28 contains 470 members 
Mstep: Class 29 contains 42506 members 
Mstep: Class 30 contains 10775 members 
Mstep: Class 31 contains 6563 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8498 members 
Mstep: Class 34 contains 437 members 
Mstep: Class 35 contains 3422 members 
Mstep: Class 36 contains 8266 members 
Mstep: Class 37 contains 3932 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1886 members 
Mstep: Class 40 contains 19228 members 
Mstep: Class 41 contains 423 members 
Mstep: Class 42 contains 3007 members 
Mstep: Class 43 contains 3336 members 
Mstep: Class 44 contains 1399 members 
Mstep: Class 45 contains 22209 members 
Mstep: Class 46 contains 13090 members 
Mstep: Class 47 contains 306 members 
Mstep: Class 48 contains 7850 members 
Mstep: Class 49 contains 26840 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 620 members 
Mstep: Class 52 contains 309 members 
Mstep: Class 53 contains 3103 members 
Mstep: Class 54 contains 347 members 
Mstep: Class 55 contains 4827 members 
Mstep: Class 56 contains 17268 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 284 members 
Mstep: Class 60 contains 4833 members 
Mstep: Class 61 contains 1768 members 
Mstep: Class 62 contains 1052 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 8311 members 
Mstep: Class 65 contains 503 members 
Mstep: Class 66 contains 665 members 
Mstep: Class 67 contains 2651 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 221 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 8019 members 
Mstep: Class 75 contains 892 members 
Mstep: Class 76 contains 504 members 
Mstep: Class 77 contains 631 members 
Mstep: Class 78 contains 486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147547456.000000 Penalty: 270583.718750
Iteration 331Q: 79 clusters Score -1.475475e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22632 members 
Mstep: Class 2 contains 4319 members 
Mstep: Class 3 contains 1071 members 
Mstep: Class 4 contains 223860 members 
Mstep: Class 5 contains 4104 members 
Mstep: Class 6 contains 2262 members 
Mstep: Class 7 contains 9375 members 
Mstep: Class 8 contains 13918 members 
Mstep: Class 9 contains 7479 members 
Mstep: Class 10 contains 27210 members 
Mstep: Class 11 contains 11615 members 
Mstep: Class 12 contains 1026 members 
Mstep: Class 13 contains 3520 members 
Mstep: Class 14 contains 36447 members 
Mstep: Class 15 contains 181261 members 
Mstep: Class 16 contains 23102 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 9965 members 
Mstep: Class 19 contains 164687 members 
Mstep: Class 20 contains 55001 members 
Mstep: Class 21 contains 2417 members 
Mstep: Class 22 contains 686 members 
Mstep: Class 23 contains 4373 members 
Mstep: Class 24 contains 3355 members 
Mstep: Class 25 contains 38535 members 
Mstep: Class 26 contains 60657 members 
Mstep: Class 27 contains 28778 members 
Mstep: Class 28 contains 470 members 
Mstep: Class 29 contains 42502 members 
Mstep: Class 30 contains 10775 members 
Mstep: Class 31 contains 6563 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8498 members 
Mstep: Class 34 contains 437 members 
Mstep: Class 35 contains 3422 members 
Mstep: Class 36 contains 8266 members 
Mstep: Class 37 contains 3932 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1886 members 
Mstep: Class 40 contains 19228 members 
Mstep: Class 41 contains 423 members 
Mstep: Class 42 contains 3007 members 
Mstep: Class 43 contains 3334 members 
Mstep: Class 44 contains 1399 members 
Mstep: Class 45 contains 22208 members 
Mstep: Class 46 contains 13090 members 
Mstep: Class 47 contains 306 members 
Mstep: Class 48 contains 7849 members 
Mstep: Class 49 contains 26839 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 620 members 
Mstep: Class 52 contains 309 members 
Mstep: Class 53 contains 3104 members 
Mstep: Class 54 contains 347 members 
Mstep: Class 55 contains 4827 members 
Mstep: Class 56 contains 17268 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 284 members 
Mstep: Class 60 contains 4833 members 
Mstep: Class 61 contains 1768 members 
Mstep: Class 62 contains 1052 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 8311 members 
Mstep: Class 65 contains 503 members 
Mstep: Class 66 contains 665 members 
Mstep: Class 67 contains 2651 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 221 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 8022 members 
Mstep: Class 75 contains 892 members 
Mstep: Class 76 contains 504 members 
Mstep: Class 77 contains 631 members 
Mstep: Class 78 contains 486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147547440.000000 Penalty: 270583.718750
Iteration 332Q: 79 clusters Score -1.475474e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22632 members 
Mstep: Class 2 contains 4319 members 
Mstep: Class 3 contains 1071 members 
Mstep: Class 4 contains 223860 members 
Mstep: Class 5 contains 4104 members 
Mstep: Class 6 contains 2261 members 
Mstep: Class 7 contains 9375 members 
Mstep: Class 8 contains 13916 members 
Mstep: Class 9 contains 7479 members 
Mstep: Class 10 contains 27210 members 
Mstep: Class 11 contains 11615 members 
Mstep: Class 12 contains 1026 members 
Mstep: Class 13 contains 3522 members 
Mstep: Class 14 contains 36447 members 
Mstep: Class 15 contains 181263 members 
Mstep: Class 16 contains 23102 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 9965 members 
Mstep: Class 19 contains 164687 members 
Mstep: Class 20 contains 55002 members 
Mstep: Class 21 contains 2417 members 
Mstep: Class 22 contains 686 members 
Mstep: Class 23 contains 4373 members 
Mstep: Class 24 contains 3355 members 
Mstep: Class 25 contains 38535 members 
Mstep: Class 26 contains 60657 members 
Mstep: Class 27 contains 28778 members 
Mstep: Class 28 contains 470 members 
Mstep: Class 29 contains 42498 members 
Mstep: Class 30 contains 10775 members 
Mstep: Class 31 contains 6563 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8498 members 
Mstep: Class 34 contains 437 members 
Mstep: Class 35 contains 3422 members 
Mstep: Class 36 contains 8266 members 
Mstep: Class 37 contains 3932 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1886 members 
Mstep: Class 40 contains 19228 members 
Mstep: Class 41 contains 423 members 
Mstep: Class 42 contains 3007 members 
Mstep: Class 43 contains 3332 members 
Mstep: Class 44 contains 1399 members 
Mstep: Class 45 contains 22210 members 
Mstep: Class 46 contains 13090 members 
Mstep: Class 47 contains 306 members 
Mstep: Class 48 contains 7849 members 
Mstep: Class 49 contains 26839 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 620 members 
Mstep: Class 52 contains 309 members 
Mstep: Class 53 contains 3104 members 
Mstep: Class 54 contains 347 members 
Mstep: Class 55 contains 4827 members 
Mstep: Class 56 contains 17267 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 284 members 
Mstep: Class 60 contains 4833 members 
Mstep: Class 61 contains 1768 members 
Mstep: Class 62 contains 1052 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 8311 members 
Mstep: Class 65 contains 503 members 
Mstep: Class 66 contains 665 members 
Mstep: Class 67 contains 2651 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 221 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 8025 members 
Mstep: Class 75 contains 892 members 
Mstep: Class 76 contains 504 members 
Mstep: Class 77 contains 631 members 
Mstep: Class 78 contains 486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147547488.000000 Penalty: 270583.718750
Iteration 333Q: 79 clusters Score -1.475475e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22632 members 
Mstep: Class 2 contains 4319 members 
Mstep: Class 3 contains 1071 members 
Mstep: Class 4 contains 223860 members 
Mstep: Class 5 contains 4104 members 
Mstep: Class 6 contains 2261 members 
Mstep: Class 7 contains 9374 members 
Mstep: Class 8 contains 13916 members 
Mstep: Class 9 contains 7479 members 
Mstep: Class 10 contains 27210 members 
Mstep: Class 11 contains 11615 members 
Mstep: Class 12 contains 1026 members 
Mstep: Class 13 contains 3522 members 
Mstep: Class 14 contains 36449 members 
Mstep: Class 15 contains 181263 members 
Mstep: Class 16 contains 23102 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 9965 members 
Mstep: Class 19 contains 164685 members 
Mstep: Class 20 contains 55003 members 
Mstep: Class 21 contains 2417 members 
Mstep: Class 22 contains 686 members 
Mstep: Class 23 contains 4373 members 
Mstep: Class 24 contains 3355 members 
Mstep: Class 25 contains 38537 members 
Mstep: Class 26 contains 60657 members 
Mstep: Class 27 contains 28778 members 
Mstep: Class 28 contains 470 members 
Mstep: Class 29 contains 42496 members 
Mstep: Class 30 contains 10775 members 
Mstep: Class 31 contains 6563 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8498 members 
Mstep: Class 34 contains 437 members 
Mstep: Class 35 contains 3422 members 
Mstep: Class 36 contains 8266 members 
Mstep: Class 37 contains 3932 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1886 members 
Mstep: Class 40 contains 19228 members 
Mstep: Class 41 contains 423 members 
Mstep: Class 42 contains 3007 members 
Mstep: Class 43 contains 3330 members 
Mstep: Class 44 contains 1399 members 
Mstep: Class 45 contains 22212 members 
Mstep: Class 46 contains 13090 members 
Mstep: Class 47 contains 306 members 
Mstep: Class 48 contains 7849 members 
Mstep: Class 49 contains 26839 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 620 members 
Mstep: Class 52 contains 309 members 
Mstep: Class 53 contains 3104 members 
Mstep: Class 54 contains 347 members 
Mstep: Class 55 contains 4827 members 
Mstep: Class 56 contains 17265 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 284 members 
Mstep: Class 60 contains 4833 members 
Mstep: Class 61 contains 1768 members 
Mstep: Class 62 contains 1052 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 8311 members 
Mstep: Class 65 contains 503 members 
Mstep: Class 66 contains 665 members 
Mstep: Class 67 contains 2651 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 221 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 8027 members 
Mstep: Class 75 contains 892 members 
Mstep: Class 76 contains 504 members 
Mstep: Class 77 contains 631 members 
Mstep: Class 78 contains 486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147547424.000000 Penalty: 270583.718750
Iteration 334Q: 79 clusters Score -1.475474e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22632 members 
Mstep: Class 2 contains 4319 members 
Mstep: Class 3 contains 1071 members 
Mstep: Class 4 contains 223860 members 
Mstep: Class 5 contains 4104 members 
Mstep: Class 6 contains 2261 members 
Mstep: Class 7 contains 9374 members 
Mstep: Class 8 contains 13916 members 
Mstep: Class 9 contains 7479 members 
Mstep: Class 10 contains 27210 members 
Mstep: Class 11 contains 11615 members 
Mstep: Class 12 contains 1026 members 
Mstep: Class 13 contains 3524 members 
Mstep: Class 14 contains 36449 members 
Mstep: Class 15 contains 181263 members 
Mstep: Class 16 contains 23102 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 9965 members 
Mstep: Class 19 contains 164683 members 
Mstep: Class 20 contains 55002 members 
Mstep: Class 21 contains 2417 members 
Mstep: Class 22 contains 686 members 
Mstep: Class 23 contains 4373 members 
Mstep: Class 24 contains 3355 members 
Mstep: Class 25 contains 38538 members 
Mstep: Class 26 contains 60657 members 
Mstep: Class 27 contains 28778 members 
Mstep: Class 28 contains 470 members 
Mstep: Class 29 contains 42497 members 
Mstep: Class 30 contains 10775 members 
Mstep: Class 31 contains 6563 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8498 members 
Mstep: Class 34 contains 437 members 
Mstep: Class 35 contains 3422 members 
Mstep: Class 36 contains 8266 members 
Mstep: Class 37 contains 3932 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1886 members 
Mstep: Class 40 contains 19228 members 
Mstep: Class 41 contains 423 members 
Mstep: Class 42 contains 3007 members 
Mstep: Class 43 contains 3329 members 
Mstep: Class 44 contains 1399 members 
Mstep: Class 45 contains 22214 members 
Mstep: Class 46 contains 13090 members 
Mstep: Class 47 contains 306 members 
Mstep: Class 48 contains 7848 members 
Mstep: Class 49 contains 26839 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 620 members 
Mstep: Class 52 contains 309 members 
Mstep: Class 53 contains 3104 members 
Mstep: Class 54 contains 347 members 
Mstep: Class 55 contains 4827 members 
Mstep: Class 56 contains 17264 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 284 members 
Mstep: Class 60 contains 4833 members 
Mstep: Class 61 contains 1768 members 
Mstep: Class 62 contains 1052 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 8311 members 
Mstep: Class 65 contains 503 members 
Mstep: Class 66 contains 665 members 
Mstep: Class 67 contains 2651 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 221 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 8027 members 
Mstep: Class 75 contains 892 members 
Mstep: Class 76 contains 504 members 
Mstep: Class 77 contains 631 members 
Mstep: Class 78 contains 486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147547488.000000 Penalty: 270583.718750
Iteration 335Q: 79 clusters Score -1.475475e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22632 members 
Mstep: Class 2 contains 4319 members 
Mstep: Class 3 contains 1071 members 
Mstep: Class 4 contains 223860 members 
Mstep: Class 5 contains 4104 members 
Mstep: Class 6 contains 2261 members 
Mstep: Class 7 contains 9374 members 
Mstep: Class 8 contains 13916 members 
Mstep: Class 9 contains 7479 members 
Mstep: Class 10 contains 27210 members 
Mstep: Class 11 contains 11615 members 
Mstep: Class 12 contains 1026 members 
Mstep: Class 13 contains 3524 members 
Mstep: Class 14 contains 36450 members 
Mstep: Class 15 contains 181263 members 
Mstep: Class 16 contains 23102 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 9965 members 
Mstep: Class 19 contains 164683 members 
Mstep: Class 20 contains 55001 members 
Mstep: Class 21 contains 2417 members 
Mstep: Class 22 contains 686 members 
Mstep: Class 23 contains 4373 members 
Mstep: Class 24 contains 3356 members 
Mstep: Class 25 contains 38538 members 
Mstep: Class 26 contains 60657 members 
Mstep: Class 27 contains 28778 members 
Mstep: Class 28 contains 470 members 
Mstep: Class 29 contains 42497 members 
Mstep: Class 30 contains 10774 members 
Mstep: Class 31 contains 6563 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8498 members 
Mstep: Class 34 contains 437 members 
Mstep: Class 35 contains 3422 members 
Mstep: Class 36 contains 8266 members 
Mstep: Class 37 contains 3932 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1886 members 
Mstep: Class 40 contains 19228 members 
Mstep: Class 41 contains 423 members 
Mstep: Class 42 contains 3007 members 
Mstep: Class 43 contains 3329 members 
Mstep: Class 44 contains 1399 members 
Mstep: Class 45 contains 22213 members 
Mstep: Class 46 contains 13090 members 
Mstep: Class 47 contains 306 members 
Mstep: Class 48 contains 7848 members 
Mstep: Class 49 contains 26839 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 620 members 
Mstep: Class 52 contains 309 members 
Mstep: Class 53 contains 3104 members 
Mstep: Class 54 contains 347 members 
Mstep: Class 55 contains 4827 members 
Mstep: Class 56 contains 17264 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 284 members 
Mstep: Class 60 contains 4833 members 
Mstep: Class 61 contains 1768 members 
Mstep: Class 62 contains 1052 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 8311 members 
Mstep: Class 65 contains 503 members 
Mstep: Class 66 contains 665 members 
Mstep: Class 67 contains 2651 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 221 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 8028 members 
Mstep: Class 75 contains 892 members 
Mstep: Class 76 contains 504 members 
Mstep: Class 77 contains 631 members 
Mstep: Class 78 contains 486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147547472.000000 Penalty: 270583.718750
Iteration 336Q: 79 clusters Score -1.475475e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22632 members 
Mstep: Class 2 contains 4319 members 
Mstep: Class 3 contains 1071 members 
Mstep: Class 4 contains 223860 members 
Mstep: Class 5 contains 4104 members 
Mstep: Class 6 contains 2261 members 
Mstep: Class 7 contains 9374 members 
Mstep: Class 8 contains 13916 members 
Mstep: Class 9 contains 7479 members 
Mstep: Class 10 contains 27210 members 
Mstep: Class 11 contains 11615 members 
Mstep: Class 12 contains 1026 members 
Mstep: Class 13 contains 3524 members 
Mstep: Class 14 contains 36451 members 
Mstep: Class 15 contains 181263 members 
Mstep: Class 16 contains 23102 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 9965 members 
Mstep: Class 19 contains 164683 members 
Mstep: Class 20 contains 55000 members 
Mstep: Class 21 contains 2417 members 
Mstep: Class 22 contains 686 members 
Mstep: Class 23 contains 4373 members 
Mstep: Class 24 contains 3356 members 
Mstep: Class 25 contains 38538 members 
Mstep: Class 26 contains 60658 members 
Mstep: Class 27 contains 28778 members 
Mstep: Class 28 contains 470 members 
Mstep: Class 29 contains 42497 members 
Mstep: Class 30 contains 10774 members 
Mstep: Class 31 contains 6563 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8498 members 
Mstep: Class 34 contains 437 members 
Mstep: Class 35 contains 3422 members 
Mstep: Class 36 contains 8266 members 
Mstep: Class 37 contains 3932 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1886 members 
Mstep: Class 40 contains 19228 members 
Mstep: Class 41 contains 423 members 
Mstep: Class 42 contains 3007 members 
Mstep: Class 43 contains 3329 members 
Mstep: Class 44 contains 1399 members 
Mstep: Class 45 contains 22213 members 
Mstep: Class 46 contains 13089 members 
Mstep: Class 47 contains 306 members 
Mstep: Class 48 contains 7848 members 
Mstep: Class 49 contains 26839 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 620 members 
Mstep: Class 52 contains 309 members 
Mstep: Class 53 contains 3104 members 
Mstep: Class 54 contains 347 members 
Mstep: Class 55 contains 4827 members 
Mstep: Class 56 contains 17264 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 284 members 
Mstep: Class 60 contains 4833 members 
Mstep: Class 61 contains 1768 members 
Mstep: Class 62 contains 1052 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 8311 members 
Mstep: Class 65 contains 503 members 
Mstep: Class 66 contains 665 members 
Mstep: Class 67 contains 2651 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 221 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 8028 members 
Mstep: Class 75 contains 892 members 
Mstep: Class 76 contains 504 members 
Mstep: Class 77 contains 631 members 
Mstep: Class 78 contains 486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147547456.000000 Penalty: 270583.718750
Iteration 337Q: 79 clusters Score -1.475475e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22632 members 
Mstep: Class 2 contains 4319 members 
Mstep: Class 3 contains 1071 members 
Mstep: Class 4 contains 223860 members 
Mstep: Class 5 contains 4104 members 
Mstep: Class 6 contains 2261 members 
Mstep: Class 7 contains 9374 members 
Mstep: Class 8 contains 13916 members 
Mstep: Class 9 contains 7479 members 
Mstep: Class 10 contains 27210 members 
Mstep: Class 11 contains 11615 members 
Mstep: Class 12 contains 1026 members 
Mstep: Class 13 contains 3524 members 
Mstep: Class 14 contains 36452 members 
Mstep: Class 15 contains 181263 members 
Mstep: Class 16 contains 23102 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 9965 members 
Mstep: Class 19 contains 164683 members 
Mstep: Class 20 contains 54999 members 
Mstep: Class 21 contains 2417 members 
Mstep: Class 22 contains 686 members 
Mstep: Class 23 contains 4373 members 
Mstep: Class 24 contains 3356 members 
Mstep: Class 25 contains 38537 members 
Mstep: Class 26 contains 60659 members 
Mstep: Class 27 contains 28778 members 
Mstep: Class 28 contains 470 members 
Mstep: Class 29 contains 42498 members 
Mstep: Class 30 contains 10774 members 
Mstep: Class 31 contains 6563 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8498 members 
Mstep: Class 34 contains 437 members 
Mstep: Class 35 contains 3422 members 
Mstep: Class 36 contains 8266 members 
Mstep: Class 37 contains 3932 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1886 members 
Mstep: Class 40 contains 19228 members 
Mstep: Class 41 contains 423 members 
Mstep: Class 42 contains 3007 members 
Mstep: Class 43 contains 3329 members 
Mstep: Class 44 contains 1399 members 
Mstep: Class 45 contains 22213 members 
Mstep: Class 46 contains 13088 members 
Mstep: Class 47 contains 306 members 
Mstep: Class 48 contains 7847 members 
Mstep: Class 49 contains 26839 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 620 members 
Mstep: Class 52 contains 309 members 
Mstep: Class 53 contains 3104 members 
Mstep: Class 54 contains 347 members 
Mstep: Class 55 contains 4828 members 
Mstep: Class 56 contains 17264 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 284 members 
Mstep: Class 60 contains 4833 members 
Mstep: Class 61 contains 1768 members 
Mstep: Class 62 contains 1052 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 8311 members 
Mstep: Class 65 contains 503 members 
Mstep: Class 66 contains 665 members 
Mstep: Class 67 contains 2651 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 221 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 8028 members 
Mstep: Class 75 contains 892 members 
Mstep: Class 76 contains 504 members 
Mstep: Class 77 contains 631 members 
Mstep: Class 78 contains 486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147547408.000000 Penalty: 270583.718750
Iteration 338Q: 79 clusters Score -1.475474e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22632 members 
Mstep: Class 2 contains 4319 members 
Mstep: Class 3 contains 1071 members 
Mstep: Class 4 contains 223860 members 
Mstep: Class 5 contains 4104 members 
Mstep: Class 6 contains 2261 members 
Mstep: Class 7 contains 9374 members 
Mstep: Class 8 contains 13916 members 
Mstep: Class 9 contains 7479 members 
Mstep: Class 10 contains 27210 members 
Mstep: Class 11 contains 11615 members 
Mstep: Class 12 contains 1026 members 
Mstep: Class 13 contains 3524 members 
Mstep: Class 14 contains 36453 members 
Mstep: Class 15 contains 181263 members 
Mstep: Class 16 contains 23103 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 9965 members 
Mstep: Class 19 contains 164683 members 
Mstep: Class 20 contains 54998 members 
Mstep: Class 21 contains 2417 members 
Mstep: Class 22 contains 686 members 
Mstep: Class 23 contains 4373 members 
Mstep: Class 24 contains 3356 members 
Mstep: Class 25 contains 38536 members 
Mstep: Class 26 contains 60660 members 
Mstep: Class 27 contains 28778 members 
Mstep: Class 28 contains 470 members 
Mstep: Class 29 contains 42497 members 
Mstep: Class 30 contains 10774 members 
Mstep: Class 31 contains 6563 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8498 members 
Mstep: Class 34 contains 437 members 
Mstep: Class 35 contains 3422 members 
Mstep: Class 36 contains 8266 members 
Mstep: Class 37 contains 3932 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1886 members 
Mstep: Class 40 contains 19228 members 
Mstep: Class 41 contains 423 members 
Mstep: Class 42 contains 3007 members 
Mstep: Class 43 contains 3329 members 
Mstep: Class 44 contains 1399 members 
Mstep: Class 45 contains 22214 members 
Mstep: Class 46 contains 13088 members 
Mstep: Class 47 contains 306 members 
Mstep: Class 48 contains 7846 members 
Mstep: Class 49 contains 26839 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 620 members 
Mstep: Class 52 contains 309 members 
Mstep: Class 53 contains 3104 members 
Mstep: Class 54 contains 347 members 
Mstep: Class 55 contains 4828 members 
Mstep: Class 56 contains 17264 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 284 members 
Mstep: Class 60 contains 4833 members 
Mstep: Class 61 contains 1768 members 
Mstep: Class 62 contains 1052 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 8311 members 
Mstep: Class 65 contains 503 members 
Mstep: Class 66 contains 665 members 
Mstep: Class 67 contains 2651 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 221 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 8028 members 
Mstep: Class 75 contains 892 members 
Mstep: Class 76 contains 504 members 
Mstep: Class 77 contains 631 members 
Mstep: Class 78 contains 486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147547408.000000 Penalty: 270583.718750
Iteration 339Q: 79 clusters Score -1.475474e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22632 members 
Mstep: Class 2 contains 4319 members 
Mstep: Class 3 contains 1071 members 
Mstep: Class 4 contains 223860 members 
Mstep: Class 5 contains 4104 members 
Mstep: Class 6 contains 2261 members 
Mstep: Class 7 contains 9374 members 
Mstep: Class 8 contains 13916 members 
Mstep: Class 9 contains 7479 members 
Mstep: Class 10 contains 27210 members 
Mstep: Class 11 contains 11615 members 
Mstep: Class 12 contains 1026 members 
Mstep: Class 13 contains 3524 members 
Mstep: Class 14 contains 36453 members 
Mstep: Class 15 contains 181263 members 
Mstep: Class 16 contains 23103 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 9965 members 
Mstep: Class 19 contains 164683 members 
Mstep: Class 20 contains 54998 members 
Mstep: Class 21 contains 2417 members 
Mstep: Class 22 contains 686 members 
Mstep: Class 23 contains 4373 members 
Mstep: Class 24 contains 3356 members 
Mstep: Class 25 contains 38536 members 
Mstep: Class 26 contains 60660 members 
Mstep: Class 27 contains 28778 members 
Mstep: Class 28 contains 470 members 
Mstep: Class 29 contains 42497 members 
Mstep: Class 30 contains 10774 members 
Mstep: Class 31 contains 6563 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8498 members 
Mstep: Class 34 contains 437 members 
Mstep: Class 35 contains 3422 members 
Mstep: Class 36 contains 8266 members 
Mstep: Class 37 contains 3932 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1886 members 
Mstep: Class 40 contains 19228 members 
Mstep: Class 41 contains 423 members 
Mstep: Class 42 contains 3007 members 
Mstep: Class 43 contains 3329 members 
Mstep: Class 44 contains 1399 members 
Mstep: Class 45 contains 22214 members 
Mstep: Class 46 contains 13088 members 
Mstep: Class 47 contains 306 members 
Mstep: Class 48 contains 7846 members 
Mstep: Class 49 contains 26839 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 620 members 
Mstep: Class 52 contains 309 members 
Mstep: Class 53 contains 3104 members 
Mstep: Class 54 contains 347 members 
Mstep: Class 55 contains 4828 members 
Mstep: Class 56 contains 17264 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 284 members 
Mstep: Class 60 contains 4833 members 
Mstep: Class 61 contains 1768 members 
Mstep: Class 62 contains 1052 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 8311 members 
Mstep: Class 65 contains 503 members 
Mstep: Class 66 contains 665 members 
Mstep: Class 67 contains 2651 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 221 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 8028 members 
Mstep: Class 75 contains 892 members 
Mstep: Class 76 contains 504 members 
Mstep: Class 77 contains 631 members 
Mstep: Class 78 contains 486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147547408.000000 Penalty: 270583.718750
Iteration 340F: 79 clusters Score -1.475474e+08 nChanged 0
Entering ConstructFrom: 
Score: -147547408.000000 Penalty: 270583.718750
Entering ConstructFrom: 
Trying to split cluster 1 (22632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22632 members 
Entering Unmasked Estep 
Score: -2934285.250000 Penalty: 2486.725830
	Iteration 0F: 2 clusters Score -2934285 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11374 members 
Mstep: Class 2 contains 11258 members 
Entering Unmasked Estep 
Score: -2918423.500000 Penalty: 4973.451660
	Iteration 0F: 3 clusters Score -2918424 nChanged 9982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11792 members 
Mstep: Class 2 contains 10840 members 
Entering Unmasked Estep 
Score: -2923779.750000 Penalty: 4973.451660
	Iteration 1F: 3 clusters Score -2923780 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12124 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
Score: -2924205.250000 Penalty: 4973.451660
	Iteration 2F: 3 clusters Score -2924205 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12568 members 
Mstep: Class 2 contains 10064 members 
Entering Unmasked Estep 
Score: -2924586.250000 Penalty: 4973.451660
	Iteration 3Q: 3 clusters Score -2924586 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13120 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
Score: -2924975.750000 Penalty: 4973.451660
	Iteration 4Q: 3 clusters Score -2924976 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13811 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -2925437.000000 Penalty: 4973.451660
	Iteration 5Q: 3 clusters Score -2925437 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14737 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -2926041.500000 Penalty: 4973.451660
	Iteration 6F: 3 clusters Score -2926042 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15855 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -2926830.500000 Penalty: 4973.451660
	Iteration 7F: 3 clusters Score -2926830 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17118 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -2927808.500000 Penalty: 4973.451660
	Iteration 8F: 3 clusters Score -2927808 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18411 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -2928893.250000 Penalty: 4973.451660
	Iteration 9F: 3 clusters Score -2928893 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19523 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -2929904.000000 Penalty: 4973.451660
	Iteration 10F: 3 clusters Score -2929904 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20406 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -2930737.000000 Penalty: 4973.451660
	Iteration 11Q: 3 clusters Score -2930737 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21012 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -2931359.250000 Penalty: 4973.451660
	Iteration 12Q: 3 clusters Score -2931359 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21361 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -2931719.500000 Penalty: 4973.451660
	Iteration 13Q: 3 clusters Score -2931720 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21535 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -2931892.000000 Penalty: 4973.451660
	Iteration 14Q: 3 clusters Score -2931892 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21627 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -2931987.250000 Penalty: 4973.451660
	Iteration 15Q: 3 clusters Score -2931987 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21699 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -2932061.750000 Penalty: 4973.451660
	Iteration 16Q: 3 clusters Score -2932062 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21752 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -2932113.500000 Penalty: 4973.451660
	Iteration 17Q: 3 clusters Score -2932114 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21800 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -2932149.750000 Penalty: 4973.451660
	Iteration 18Q: 3 clusters Score -2932150 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21830 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -2932180.750000 Penalty: 4973.451660
	Iteration 19Q: 3 clusters Score -2932181 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21851 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -2932185.500000 Penalty: 4973.451660
	Iteration 20F: 3 clusters Score -2932186 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21871 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -2932200.250000 Penalty: 4973.451660
	Iteration 21Q: 3 clusters Score -2932200 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21884 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -2932207.250000 Penalty: 4973.451660
	Iteration 22Q: 3 clusters Score -2932207 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21890 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -2932215.500000 Penalty: 4973.451660
	Iteration 23Q: 3 clusters Score -2932216 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21895 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -2932210.500000 Penalty: 4973.451660
	Iteration 24Q: 3 clusters Score -2932210 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21900 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -2932216.750000 Penalty: 4973.451660
	Iteration 25Q: 3 clusters Score -2932217 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21908 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -2932227.000000 Penalty: 4973.451660
	Iteration 26Q: 3 clusters Score -2932227 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21911 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -2932227.500000 Penalty: 4973.451660
	Iteration 27Q: 3 clusters Score -2932228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21912 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -2932227.750000 Penalty: 4973.451660
	Iteration 28Q: 3 clusters Score -2932228 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21912 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -2932231.750000 Penalty: 4973.451660
	Iteration 29Q: 3 clusters Score -2932232 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21912 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -2932231.750000 Penalty: 4973.451660
	Iteration 30F: 3 clusters Score -2932232 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Entering Unmasked Estep 
Score: -533071.437500 Penalty: 2075.953125
	Iteration 0F: 2 clusters Score -533071.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -528982.250000 Penalty: 4151.906250
	Iteration 0F: 3 clusters Score -528982.2 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -529911.312500 Penalty: 4151.906250
	Iteration 1F: 3 clusters Score -529911.3 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -530134.437500 Penalty: 4151.906250
	Iteration 2F: 3 clusters Score -530134.4 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -530293.500000 Penalty: 4151.906250
	Iteration 3F: 3 clusters Score -530293.5 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -530427.562500 Penalty: 4151.906250
	Iteration 4Q: 3 clusters Score -530427.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -530536.062500 Penalty: 4151.906250
	Iteration 5Q: 3 clusters Score -530536.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -530626.875000 Penalty: 4151.906250
	Iteration 6Q: 3 clusters Score -530626.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -530709.562500 Penalty: 4151.906250
	Iteration 7Q: 3 clusters Score -530709.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -530791.125000 Penalty: 4151.906250
	Iteration 8Q: 3 clusters Score -530791.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -530871.375000 Penalty: 4151.906250
	Iteration 9Q: 3 clusters Score -530871.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -530948.250000 Penalty: 4151.906250
	Iteration 10Q: 3 clusters Score -530948.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -531021.500000 Penalty: 4151.906250
	Iteration 11Q: 3 clusters Score -531021.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -531101.687500 Penalty: 4151.906250
	Iteration 12Q: 3 clusters Score -531101.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -531202.000000 Penalty: 4151.906250
	Iteration 13Q: 3 clusters Score -531202 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -531299.500000 Penalty: 4151.906250
	Iteration 14Q: 3 clusters Score -531299.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -531400.812500 Penalty: 4151.906250
	Iteration 15Q: 3 clusters Score -531400.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -531540.562500 Penalty: 4151.906250
	Iteration 16Q: 3 clusters Score -531540.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -531686.250000 Penalty: 4151.906250
	Iteration 17Q: 3 clusters Score -531686.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -531816.125000 Penalty: 4151.906250
	Iteration 18Q: 3 clusters Score -531816.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -531924.937500 Penalty: 4151.906250
	Iteration 19Q: 3 clusters Score -531924.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -532040.437500 Penalty: 4151.906250
	Iteration 20F: 3 clusters Score -532040.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -532117.437500 Penalty: 4151.906250
	Iteration 21Q: 3 clusters Score -532117.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -532175.937500 Penalty: 4151.906250
	Iteration 22Q: 3 clusters Score -532175.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -532222.000000 Penalty: 4151.906250
	Iteration 23Q: 3 clusters Score -532222 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -532265.250000 Penalty: 4151.906250
	Iteration 24Q: 3 clusters Score -532265.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -532314.812500 Penalty: 4151.906250
	Iteration 25Q: 3 clusters Score -532314.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -532351.500000 Penalty: 4151.906250
	Iteration 26Q: 3 clusters Score -532351.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -532380.875000 Penalty: 4151.906250
	Iteration 27Q: 3 clusters Score -532380.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -532404.625000 Penalty: 4151.906250
	Iteration 28Q: 3 clusters Score -532404.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -532425.062500 Penalty: 4151.906250
	Iteration 29Q: 3 clusters Score -532425.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -532444.812500 Penalty: 4151.906250
	Iteration 30Q: 3 clusters Score -532444.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -532470.312500 Penalty: 4151.906250
	Iteration 31Q: 3 clusters Score -532470.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -532495.687500 Penalty: 4151.906250
	Iteration 32Q: 3 clusters Score -532495.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -532513.187500 Penalty: 4151.906250
	Iteration 33Q: 3 clusters Score -532513.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -532523.312500 Penalty: 4151.906250
	Iteration 34Q: 3 clusters Score -532523.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -532539.500000 Penalty: 4151.906250
	Iteration 35Q: 3 clusters Score -532539.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -532550.062500 Penalty: 4151.906250
	Iteration 36Q: 3 clusters Score -532550.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -532563.250000 Penalty: 4151.906250
	Iteration 37Q: 3 clusters Score -532563.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -532573.250000 Penalty: 4151.906250
	Iteration 38Q: 3 clusters Score -532573.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -532578.312500 Penalty: 4151.906250
	Iteration 39Q: 3 clusters Score -532578.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -532581.625000 Penalty: 4151.906250
	Iteration 40F: 3 clusters Score -532581.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -532583.500000 Penalty: 4151.906250
	Iteration 41Q: 3 clusters Score -532583.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -532582.937500 Penalty: 4151.906250
	Iteration 42Q: 3 clusters Score -532582.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -532582.937500 Penalty: 4151.906250
	Iteration 43F: 3 clusters Score -532582.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1071 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Entering Unmasked Estep 
Score: -153269.890625 Penalty: 1730.134277
	Iteration 0F: 2 clusters Score -153269.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -151450.250000 Penalty: 3460.268555
	Iteration 0F: 3 clusters Score -151450.2 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -152551.468750 Penalty: 3460.268555
	Iteration 1F: 3 clusters Score -152551.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -153398.000000 Penalty: 3460.268555
	Iteration 2F: 3 clusters Score -153398 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -153733.359375 Penalty: 3460.268555
	Iteration 3F: 3 clusters Score -153733.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -153915.562500 Penalty: 3460.268555
	Iteration 4Q: 3 clusters Score -153915.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -153974.468750 Penalty: 3460.268555
	Iteration 5Q: 3 clusters Score -153974.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -154001.265625 Penalty: 3460.268555
	Iteration 6Q: 3 clusters Score -154001.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -154004.859375 Penalty: 3460.268555
	Iteration 7Q: 3 clusters Score -154004.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -154004.859375 Penalty: 3460.268555
	Iteration 8F: 3 clusters Score -154004.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22632 members 
Mstep: Class 2 contains 4319 members 
Mstep: Class 3 contains 544 members 
Mstep: Class 4 contains 223860 members 
Mstep: Class 5 contains 4104 members 
Mstep: Class 6 contains 2261 members 
Mstep: Class 7 contains 9374 members 
Mstep: Class 8 contains 13916 members 
Mstep: Class 9 contains 7479 members 
Mstep: Class 10 contains 27210 members 
Mstep: Class 11 contains 11615 members 
Mstep: Class 12 contains 1026 members 
Mstep: Class 13 contains 3524 members 
Mstep: Class 14 contains 36453 members 
Mstep: Class 15 contains 181263 members 
Mstep: Class 16 contains 23103 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 9965 members 
Mstep: Class 19 contains 164683 members 
Mstep: Class 20 contains 54998 members 
Mstep: Class 21 contains 2417 members 
Mstep: Class 22 contains 686 members 
Mstep: Class 23 contains 4373 members 
Mstep: Class 24 contains 3356 members 
Mstep: Class 25 contains 38536 members 
Mstep: Class 26 contains 60660 members 
Mstep: Class 27 contains 28778 members 
Mstep: Class 28 contains 470 members 
Mstep: Class 29 contains 42497 members 
Mstep: Class 30 contains 10774 members 
Mstep: Class 31 contains 6563 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8498 members 
Mstep: Class 34 contains 437 members 
Mstep: Class 35 contains 3422 members 
Mstep: Class 36 contains 8266 members 
Mstep: Class 37 contains 3932 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1886 members 
Mstep: Class 40 contains 19228 members 
Mstep: Class 41 contains 423 members 
Mstep: Class 42 contains 3007 members 
Mstep: Class 43 contains 3329 members 
Mstep: Class 44 contains 1399 members 
Mstep: Class 45 contains 22214 members 
Mstep: Class 46 contains 13088 members 
Mstep: Class 47 contains 306 members 
Mstep: Class 48 contains 7846 members 
Mstep: Class 49 contains 26839 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 620 members 
Mstep: Class 52 contains 309 members 
Mstep: Class 53 contains 3104 members 
Mstep: Class 54 contains 347 members 
Mstep: Class 55 contains 4828 members 
Mstep: Class 56 contains 17264 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 284 members 
Mstep: Class 60 contains 4833 members 
Mstep: Class 61 contains 1768 members 
Mstep: Class 62 contains 1052 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 8311 members 
Mstep: Class 65 contains 503 members 
Mstep: Class 66 contains 665 members 
Mstep: Class 67 contains 2651 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 221 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 8028 members 
Mstep: Class 75 contains 892 members 
Mstep: Class 76 contains 504 members 
Mstep: Class 77 contains 631 members 
Mstep: Class 78 contains 486 members 
Mstep: Class 79 contains 527 members 
Entering Unmasked Estep 
Score: -147546320.000000 Penalty: 274052.718750
Splitting cluster 3 changes total score from -147547408.000000 to -147546320.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (223860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223860 members 
Entering Unmasked Estep 
Score: -28894068.000000 Penalty: 3055.056396
	Iteration 0F: 2 clusters Score -2.889407e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111726 members 
Mstep: Class 2 contains 112134 members 
Entering Unmasked Estep 
Score: -28761826.000000 Penalty: 6110.112793
	Iteration 0F: 3 clusters Score -2.876183e+07 nChanged 107867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107575 members 
Mstep: Class 2 contains 116285 members 
Entering Unmasked Estep 
Score: -28825210.000000 Penalty: 6110.112793
	Iteration 1F: 3 clusters Score -2.882521e+07 nChanged 6143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104756 members 
Mstep: Class 2 contains 119104 members 
Entering Unmasked Estep 
Score: -28826274.000000 Penalty: 6110.112793
	Iteration 2Q: 3 clusters Score -2.882627e+07 nChanged 7277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100295 members 
Mstep: Class 2 contains 123565 members 
Entering Unmasked Estep 
Score: -28828246.000000 Penalty: 6110.112793
	Iteration 3Q: 3 clusters Score -2.882825e+07 nChanged 9092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93603 members 
Mstep: Class 2 contains 130257 members 
Entering Unmasked Estep 
Score: -28831248.000000 Penalty: 6110.112793
	Iteration 4Q: 3 clusters Score -2.883125e+07 nChanged 11795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83918 members 
Mstep: Class 2 contains 139942 members 
Entering Unmasked Estep 
Score: -28836682.000000 Penalty: 6110.112793
	Iteration 5F: 3 clusters Score -2.883668e+07 nChanged 14894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70776 members 
Mstep: Class 2 contains 153084 members 
Entering Unmasked Estep 
Score: -28845252.000000 Penalty: 6110.112793
	Iteration 6F: 3 clusters Score -2.884525e+07 nChanged 16806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55136 members 
Mstep: Class 2 contains 168724 members 
Entering Unmasked Estep 
Score: -28857254.000000 Penalty: 6110.112793
	Iteration 7F: 3 clusters Score -2.885725e+07 nChanged 16767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38843 members 
Mstep: Class 2 contains 185017 members 
Entering Unmasked Estep 
Score: -28870788.000000 Penalty: 6110.112793
	Iteration 8F: 3 clusters Score -2.887079e+07 nChanged 15280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23633 members 
Mstep: Class 2 contains 200227 members 
Entering Unmasked Estep 
Score: -28880508.000000 Penalty: 6110.112793
	Iteration 9F: 3 clusters Score -2.888051e+07 nChanged 11529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12108 members 
Mstep: Class 2 contains 211752 members 
Entering Unmasked Estep 
Score: -28886196.000000 Penalty: 6110.112793
	Iteration 10F: 3 clusters Score -2.88862e+07 nChanged 6864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 218616 members 
Entering Unmasked Estep 
Score: -28889300.000000 Penalty: 6110.112793
	Iteration 11Q: 3 clusters Score -2.88893e+07 nChanged 3186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 221800 members 
Entering Unmasked Estep 
Score: -28890380.000000 Penalty: 6110.112793
	Iteration 12Q: 3 clusters Score -2.889038e+07 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 222965 members 
Entering Unmasked Estep 
Score: -28890996.000000 Penalty: 6110.112793
	Iteration 13Q: 3 clusters Score -2.8891e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 223349 members 
Entering Unmasked Estep 
Score: -28891292.000000 Penalty: 6110.112793
	Iteration 14Q: 3 clusters Score -2.889129e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 223447 members 
Entering Unmasked Estep 
Score: -28891366.000000 Penalty: 6110.112793
	Iteration 15Q: 3 clusters Score -2.889137e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 223494 members 
Entering Unmasked Estep 
Score: -28891440.000000 Penalty: 6110.112793
	Iteration 16Q: 3 clusters Score -2.889144e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 223516 members 
Entering Unmasked Estep 
Score: -28891480.000000 Penalty: 6110.112793
	Iteration 17Q: 3 clusters Score -2.889148e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 223527 members 
Entering Unmasked Estep 
Score: -28891478.000000 Penalty: 6110.112793
	Iteration 18Q: 3 clusters Score -2.889148e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 223530 members 
Entering Unmasked Estep 
Score: -28891498.000000 Penalty: 6110.112793
	Iteration 19Q: 3 clusters Score -2.88915e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 223537 members 
Entering Unmasked Estep 
Score: -28891496.000000 Penalty: 6110.112793
	Iteration 20F: 3 clusters Score -2.88915e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 223541 members 
Entering Unmasked Estep 
Score: -28891522.000000 Penalty: 6110.112793
	Iteration 21Q: 3 clusters Score -2.889152e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 223545 members 
Entering Unmasked Estep 
Score: -28891544.000000 Penalty: 6110.112793
	Iteration 22Q: 3 clusters Score -2.889154e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 223546 members 
Entering Unmasked Estep 
Score: -28891546.000000 Penalty: 6110.112793
	Iteration 23Q: 3 clusters Score -2.889155e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 223549 members 
Entering Unmasked Estep 
Score: -28891566.000000 Penalty: 6110.112793
	Iteration 24Q: 3 clusters Score -2.889157e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 223550 members 
Entering Unmasked Estep 
Score: -28891570.000000 Penalty: 6110.112793
	Iteration 25Q: 3 clusters Score -2.889157e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 223555 members 
Entering Unmasked Estep 
Score: -28891594.000000 Penalty: 6110.112793
	Iteration 26Q: 3 clusters Score -2.889159e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 223553 members 
Entering Unmasked Estep 
Score: -28891578.000000 Penalty: 6110.112793
	Iteration 27Q: 3 clusters Score -2.889158e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 223553 members 
Entering Unmasked Estep 
Score: -28891594.000000 Penalty: 6110.112793
	Iteration 28Q: 3 clusters Score -2.889159e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 223554 members 
Entering Unmasked Estep 
Score: -28891598.000000 Penalty: 6110.112793
	Iteration 29Q: 3 clusters Score -2.88916e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 223555 members 
Entering Unmasked Estep 
Score: -28891612.000000 Penalty: 6110.112793
	Iteration 30Q: 3 clusters Score -2.889161e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 223554 members 
Entering Unmasked Estep 
Score: -28891608.000000 Penalty: 6110.112793
	Iteration 31Q: 3 clusters Score -2.889161e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 223554 members 
Entering Unmasked Estep 
Score: -28891608.000000 Penalty: 6110.112793
	Iteration 32F: 3 clusters Score -2.889161e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Entering Unmasked Estep 
Score: -738086.375000 Penalty: 2063.290039
	Iteration 0F: 2 clusters Score -738086.4 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 2090 members 
Entering Unmasked Estep 
Score: -734137.375000 Penalty: 4126.580078
	Iteration 0F: 3 clusters Score -734137.4 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -735097.500000 Penalty: 4126.580078
	Iteration 1F: 3 clusters Score -735097.5 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -735396.000000 Penalty: 4126.580078
	Iteration 2F: 3 clusters Score -735396 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -735615.000000 Penalty: 4126.580078
	Iteration 3F: 3 clusters Score -735615 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -735817.875000 Penalty: 4126.580078
	Iteration 4F: 3 clusters Score -735817.9 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -736067.125000 Penalty: 4126.580078
	Iteration 5F: 3 clusters Score -736067.1 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -736362.937500 Penalty: 4126.580078
	Iteration 6F: 3 clusters Score -736362.9 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -736615.437500 Penalty: 4126.580078
	Iteration 7F: 3 clusters Score -736615.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -736830.625000 Penalty: 4126.580078
	Iteration 8F: 3 clusters Score -736830.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -737010.312500 Penalty: 4126.580078
	Iteration 9Q: 3 clusters Score -737010.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -737171.125000 Penalty: 4126.580078
	Iteration 10Q: 3 clusters Score -737171.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -737291.187500 Penalty: 4126.580078
	Iteration 11Q: 3 clusters Score -737291.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -737340.687500 Penalty: 4126.580078
	Iteration 12Q: 3 clusters Score -737340.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -737364.187500 Penalty: 4126.580078
	Iteration 13Q: 3 clusters Score -737364.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -737381.812500 Penalty: 4126.580078
	Iteration 14Q: 3 clusters Score -737381.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -737394.562500 Penalty: 4126.580078
	Iteration 15Q: 3 clusters Score -737394.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -737399.437500 Penalty: 4126.580078
	Iteration 16Q: 3 clusters Score -737399.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -737402.312500 Penalty: 4126.580078
	Iteration 17Q: 3 clusters Score -737402.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -737403.125000 Penalty: 4126.580078
	Iteration 18Q: 3 clusters Score -737403.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -737404.937500 Penalty: 4126.580078
	Iteration 19Q: 3 clusters Score -737404.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -737405.250000 Penalty: 4126.580078
	Iteration 20F: 3 clusters Score -737405.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -737406.000000 Penalty: 4126.580078
	Iteration 21Q: 3 clusters Score -737406 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -737406.000000 Penalty: 4126.580078
	Iteration 22F: 3 clusters Score -737406 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Entering Unmasked Estep 
Score: -273091.687500 Penalty: 1915.443481
	Iteration 0F: 2 clusters Score -273091.7 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 1165 members 
Entering Unmasked Estep 
Score: -270294.500000 Penalty: 3830.886963
	Iteration 0F: 3 clusters Score -270294.5 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -270814.468750 Penalty: 3830.886963
	Iteration 1F: 3 clusters Score -270814.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -270934.437500 Penalty: 3830.886963
	Iteration 2F: 3 clusters Score -270934.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -271004.750000 Penalty: 3830.886963
	Iteration 3Q: 3 clusters Score -271004.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -271048.343750 Penalty: 3830.886963
	Iteration 4Q: 3 clusters Score -271048.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -271076.406250 Penalty: 3830.886963
	Iteration 5Q: 3 clusters Score -271076.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -271094.531250 Penalty: 3830.886963
	Iteration 6Q: 3 clusters Score -271094.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -271106.593750 Penalty: 3830.886963
	Iteration 7Q: 3 clusters Score -271106.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -271113.375000 Penalty: 3830.886963
	Iteration 8Q: 3 clusters Score -271113.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -271117.250000 Penalty: 3830.886963
	Iteration 9Q: 3 clusters Score -271117.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -271121.500000 Penalty: 3830.886963
	Iteration 10Q: 3 clusters Score -271121.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -271129.468750 Penalty: 3830.886963
	Iteration 11Q: 3 clusters Score -271129.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -271134.500000 Penalty: 3830.886963
	Iteration 12Q: 3 clusters Score -271134.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -271146.343750 Penalty: 3830.886963
	Iteration 13Q: 3 clusters Score -271146.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -271150.437500 Penalty: 3830.886963
	Iteration 14Q: 3 clusters Score -271150.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -271153.562500 Penalty: 3830.886963
	Iteration 15Q: 3 clusters Score -271153.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -271154.468750 Penalty: 3830.886963
	Iteration 16Q: 3 clusters Score -271154.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -271156.718750 Penalty: 3830.886963
	Iteration 17Q: 3 clusters Score -271156.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -271158.125000 Penalty: 3830.886963
	Iteration 18Q: 3 clusters Score -271158.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -271158.125000 Penalty: 3830.886963
	Iteration 19F: 3 clusters Score -271158.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (9374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Entering Unmasked Estep 
Score: -1072971.125000 Penalty: 2268.132324
	Iteration 0F: 2 clusters Score -1072971 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -1065770.875000 Penalty: 4536.264648
	Iteration 0F: 3 clusters Score -1065771 nChanged 3864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -1067992.875000 Penalty: 4536.264648
	Iteration 1F: 3 clusters Score -1067993 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -1068400.250000 Penalty: 4536.264648
	Iteration 2F: 3 clusters Score -1068400 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -1068767.500000 Penalty: 4536.264648
	Iteration 3F: 3 clusters Score -1068768 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -1069100.125000 Penalty: 4536.264648
	Iteration 4F: 3 clusters Score -1069100 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -1069397.375000 Penalty: 4536.264648
	Iteration 5Q: 3 clusters Score -1069397 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -1069715.000000 Penalty: 4536.264648
	Iteration 6Q: 3 clusters Score -1069715 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -1070001.875000 Penalty: 4536.264648
	Iteration 7Q: 3 clusters Score -1070002 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -1070245.375000 Penalty: 4536.264648
	Iteration 8Q: 3 clusters Score -1070245 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -1070429.750000 Penalty: 4536.264648
	Iteration 9Q: 3 clusters Score -1070430 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -1070584.500000 Penalty: 4536.264648
	Iteration 10Q: 3 clusters Score -1070584 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -1070709.875000 Penalty: 4536.264648
	Iteration 11Q: 3 clusters Score -1070710 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -1070808.250000 Penalty: 4536.264648
	Iteration 12Q: 3 clusters Score -1070808 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -1070873.500000 Penalty: 4536.264648
	Iteration 13Q: 3 clusters Score -1070874 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -1070924.375000 Penalty: 4536.264648
	Iteration 14Q: 3 clusters Score -1070924 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -1070960.000000 Penalty: 4536.264648
	Iteration 15Q: 3 clusters Score -1070960 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -1070990.125000 Penalty: 4536.264648
	Iteration 16Q: 3 clusters Score -1070990 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -1071014.375000 Penalty: 4536.264648
	Iteration 17Q: 3 clusters Score -1071014 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -1071034.750000 Penalty: 4536.264648
	Iteration 18Q: 3 clusters Score -1071035 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -1071054.375000 Penalty: 4536.264648
	Iteration 19Q: 3 clusters Score -1071054 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -1071079.000000 Penalty: 4536.264648
	Iteration 20F: 3 clusters Score -1071079 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -1071103.625000 Penalty: 4536.264648
	Iteration 21Q: 3 clusters Score -1071104 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -1071125.250000 Penalty: 4536.264648
	Iteration 22Q: 3 clusters Score -1071125 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -1071141.375000 Penalty: 4536.264648
	Iteration 23Q: 3 clusters Score -1071141 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -1071151.750000 Penalty: 4536.264648
	Iteration 24Q: 3 clusters Score -1071152 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -1071166.375000 Penalty: 4536.264648
	Iteration 25Q: 3 clusters Score -1071166 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -1071179.750000 Penalty: 4536.264648
	Iteration 26Q: 3 clusters Score -1071180 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -1071193.875000 Penalty: 4536.264648
	Iteration 27Q: 3 clusters Score -1071194 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -1071209.125000 Penalty: 4536.264648
	Iteration 28Q: 3 clusters Score -1071209 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -1071213.750000 Penalty: 4536.264648
	Iteration 29Q: 3 clusters Score -1071214 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -1071224.375000 Penalty: 4536.264648
	Iteration 30Q: 3 clusters Score -1071224 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -1071232.125000 Penalty: 4536.264648
	Iteration 31Q: 3 clusters Score -1071232 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -1071236.000000 Penalty: 4536.264648
	Iteration 32Q: 3 clusters Score -1071236 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -1071236.875000 Penalty: 4536.264648
	Iteration 33Q: 3 clusters Score -1071237 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -1071237.250000 Penalty: 4536.264648
	Iteration 34Q: 3 clusters Score -1071237 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -1071239.750000 Penalty: 4536.264648
	Iteration 35Q: 3 clusters Score -1071240 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -1071239.000000 Penalty: 4536.264648
	Iteration 36Q: 3 clusters Score -1071239 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -1071243.000000 Penalty: 4536.264648
	Iteration 37Q: 3 clusters Score -1071243 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -1071245.875000 Penalty: 4536.264648
	Iteration 38Q: 3 clusters Score -1071246 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -1071247.875000 Penalty: 4536.264648
	Iteration 39Q: 3 clusters Score -1071248 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -1071250.500000 Penalty: 4536.264648
	Iteration 40F: 3 clusters Score -1071250 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -1071252.500000 Penalty: 4536.264648
	Iteration 41Q: 3 clusters Score -1071252 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -1071255.625000 Penalty: 4536.264648
	Iteration 42Q: 3 clusters Score -1071256 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -1071258.125000 Penalty: 4536.264648
	Iteration 43Q: 3 clusters Score -1071258 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -1071258.000000 Penalty: 4536.264648
	Iteration 44Q: 3 clusters Score -1071258 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -1071257.750000 Penalty: 4536.264648
	Iteration 45Q: 3 clusters Score -1071258 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -1071257.750000 Penalty: 4536.264648
	Iteration 46Q: 3 clusters Score -1071258 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -1071256.625000 Penalty: 4536.264648
	Iteration 47Q: 3 clusters Score -1071257 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -1071255.875000 Penalty: 4536.264648
	Iteration 48Q: 3 clusters Score -1071256 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -1071260.625000 Penalty: 4536.264648
	Iteration 49Q: 3 clusters Score -1071261 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -1071259.250000 Penalty: 4536.264648
	Iteration 50Q: 3 clusters Score -1071259 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -1071260.250000 Penalty: 4536.264648
	Iteration 51Q: 3 clusters Score -1071260 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -1071259.875000 Penalty: 4536.264648
	Iteration 52Q: 3 clusters Score -1071260 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -1071259.875000 Penalty: 4536.264648
	Iteration 53Q: 3 clusters Score -1071260 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -1071258.375000 Penalty: 4536.264648
	Iteration 54Q: 3 clusters Score -1071258 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -1071259.375000 Penalty: 4536.264648
	Iteration 55Q: 3 clusters Score -1071259 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -1071259.000000 Penalty: 4536.264648
	Iteration 56Q: 3 clusters Score -1071259 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -1071259.000000 Penalty: 4536.264648
	Iteration 57F: 3 clusters Score -1071259 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (13916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13916 members 
Entering Unmasked Estep 
Score: -1790401.000000 Penalty: 2366.116943
	Iteration 0F: 2 clusters Score -1790401 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -1780211.000000 Penalty: 4732.233887
	Iteration 0F: 3 clusters Score -1780211 nChanged 5952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -1783354.500000 Penalty: 4732.233887
	Iteration 1F: 3 clusters Score -1783354 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -1783675.625000 Penalty: 4732.233887
	Iteration 2F: 3 clusters Score -1783676 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -1783945.625000 Penalty: 4732.233887
	Iteration 3Q: 3 clusters Score -1783946 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -1784170.000000 Penalty: 4732.233887
	Iteration 4Q: 3 clusters Score -1784170 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -1784355.375000 Penalty: 4732.233887
	Iteration 5Q: 3 clusters Score -1784355 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -1784514.125000 Penalty: 4732.233887
	Iteration 6Q: 3 clusters Score -1784514 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -1784662.750000 Penalty: 4732.233887
	Iteration 7Q: 3 clusters Score -1784663 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -1784791.625000 Penalty: 4732.233887
	Iteration 8Q: 3 clusters Score -1784792 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -1784898.625000 Penalty: 4732.233887
	Iteration 9Q: 3 clusters Score -1784899 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -1785017.875000 Penalty: 4732.233887
	Iteration 10Q: 3 clusters Score -1785018 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -1785149.375000 Penalty: 4732.233887
	Iteration 11Q: 3 clusters Score -1785149 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -1785297.875000 Penalty: 4732.233887
	Iteration 12Q: 3 clusters Score -1785298 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -1785493.250000 Penalty: 4732.233887
	Iteration 13Q: 3 clusters Score -1785493 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -1785716.875000 Penalty: 4732.233887
	Iteration 14Q: 3 clusters Score -1785717 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9458 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -1786006.375000 Penalty: 4732.233887
	Iteration 15Q: 3 clusters Score -1786006 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9763 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -1786303.875000 Penalty: 4732.233887
	Iteration 16Q: 3 clusters Score -1786304 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10054 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -1786555.750000 Penalty: 4732.233887
	Iteration 17Q: 3 clusters Score -1786556 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10302 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -1786741.875000 Penalty: 4732.233887
	Iteration 18Q: 3 clusters Score -1786742 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10530 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -1786889.875000 Penalty: 4732.233887
	Iteration 19Q: 3 clusters Score -1786890 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10721 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -1786997.500000 Penalty: 4732.233887
	Iteration 20F: 3 clusters Score -1786998 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10900 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -1787088.625000 Penalty: 4732.233887
	Iteration 21Q: 3 clusters Score -1787089 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11084 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -1787165.250000 Penalty: 4732.233887
	Iteration 22Q: 3 clusters Score -1787165 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11245 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -1787235.125000 Penalty: 4732.233887
	Iteration 23Q: 3 clusters Score -1787235 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11406 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -1787295.125000 Penalty: 4732.233887
	Iteration 24Q: 3 clusters Score -1787295 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11538 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -1787349.625000 Penalty: 4732.233887
	Iteration 25Q: 3 clusters Score -1787350 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11678 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -1787412.000000 Penalty: 4732.233887
	Iteration 26Q: 3 clusters Score -1787412 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11825 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -1787469.750000 Penalty: 4732.233887
	Iteration 27Q: 3 clusters Score -1787470 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11962 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -1787534.375000 Penalty: 4732.233887
	Iteration 28Q: 3 clusters Score -1787534 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12090 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -1787589.500000 Penalty: 4732.233887
	Iteration 29Q: 3 clusters Score -1787590 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12205 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -1787641.375000 Penalty: 4732.233887
	Iteration 30Q: 3 clusters Score -1787641 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12334 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -1787704.250000 Penalty: 4732.233887
	Iteration 31Q: 3 clusters Score -1787704 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12468 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -1787777.125000 Penalty: 4732.233887
	Iteration 32Q: 3 clusters Score -1787777 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12588 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -1787844.750000 Penalty: 4732.233887
	Iteration 33Q: 3 clusters Score -1787845 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12692 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -1787896.250000 Penalty: 4732.233887
	Iteration 34Q: 3 clusters Score -1787896 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12775 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1787949.125000 Penalty: 4732.233887
	Iteration 35Q: 3 clusters Score -1787949 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12869 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -1788002.125000 Penalty: 4732.233887
	Iteration 36Q: 3 clusters Score -1788002 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12941 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -1788042.375000 Penalty: 4732.233887
	Iteration 37Q: 3 clusters Score -1788042 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13005 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -1788077.500000 Penalty: 4732.233887
	Iteration 38Q: 3 clusters Score -1788078 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13056 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -1788107.000000 Penalty: 4732.233887
	Iteration 39Q: 3 clusters Score -1788107 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13105 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -1788131.625000 Penalty: 4732.233887
	Iteration 40F: 3 clusters Score -1788132 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13148 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -1788156.750000 Penalty: 4732.233887
	Iteration 41Q: 3 clusters Score -1788157 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13181 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -1788178.250000 Penalty: 4732.233887
	Iteration 42Q: 3 clusters Score -1788178 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13207 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -1788198.875000 Penalty: 4732.233887
	Iteration 43Q: 3 clusters Score -1788199 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13237 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -1788213.125000 Penalty: 4732.233887
	Iteration 44Q: 3 clusters Score -1788213 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13251 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1788224.750000 Penalty: 4732.233887
	Iteration 45Q: 3 clusters Score -1788225 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13264 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -1788231.250000 Penalty: 4732.233887
	Iteration 46Q: 3 clusters Score -1788231 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13272 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -1788236.000000 Penalty: 4732.233887
	Iteration 47Q: 3 clusters Score -1788236 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13288 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -1788247.625000 Penalty: 4732.233887
	Iteration 48Q: 3 clusters Score -1788248 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13298 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1788256.875000 Penalty: 4732.233887
	Iteration 49Q: 3 clusters Score -1788257 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13307 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -1788265.125000 Penalty: 4732.233887
	Iteration 50Q: 3 clusters Score -1788265 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13316 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -1788266.500000 Penalty: 4732.233887
	Iteration 51Q: 3 clusters Score -1788266 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13324 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -1788274.750000 Penalty: 4732.233887
	Iteration 52Q: 3 clusters Score -1788275 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13333 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -1788279.625000 Penalty: 4732.233887
	Iteration 53Q: 3 clusters Score -1788280 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13338 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -1788282.750000 Penalty: 4732.233887
	Iteration 54Q: 3 clusters Score -1788283 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13342 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -1788288.375000 Penalty: 4732.233887
	Iteration 55Q: 3 clusters Score -1788288 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13348 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1788291.000000 Penalty: 4732.233887
	Iteration 56Q: 3 clusters Score -1788291 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13356 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1788299.625000 Penalty: 4732.233887
	Iteration 57Q: 3 clusters Score -1788300 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13365 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -1788305.625000 Penalty: 4732.233887
	Iteration 58Q: 3 clusters Score -1788306 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13369 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1788309.000000 Penalty: 4732.233887
	Iteration 59Q: 3 clusters Score -1788309 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13374 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -1788310.375000 Penalty: 4732.233887
	Iteration 60F: 3 clusters Score -1788310 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13377 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -1788311.500000 Penalty: 4732.233887
	Iteration 61Q: 3 clusters Score -1788312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13378 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -1788314.750000 Penalty: 4732.233887
	Iteration 62Q: 3 clusters Score -1788315 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13378 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -1788314.750000 Penalty: 4732.233887
	Iteration 63F: 3 clusters Score -1788315 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (7479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Entering Unmasked Estep 
Score: -933246.937500 Penalty: 2212.123779
	Iteration 0F: 2 clusters Score -933246.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -927185.250000 Penalty: 4424.247559
	Iteration 0F: 3 clusters Score -927185.2 nChanged 2907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -928814.875000 Penalty: 4424.247559
	Iteration 1F: 3 clusters Score -928814.9 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -929125.375000 Penalty: 4424.247559
	Iteration 2F: 3 clusters Score -929125.4 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -929411.312500 Penalty: 4424.247559
	Iteration 3F: 3 clusters Score -929411.3 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -929702.312500 Penalty: 4424.247559
	Iteration 4Q: 3 clusters Score -929702.3 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -929957.937500 Penalty: 4424.247559
	Iteration 5Q: 3 clusters Score -929957.9 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -930172.437500 Penalty: 4424.247559
	Iteration 6Q: 3 clusters Score -930172.4 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -930357.750000 Penalty: 4424.247559
	Iteration 7Q: 3 clusters Score -930357.8 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -930549.625000 Penalty: 4424.247559
	Iteration 8Q: 3 clusters Score -930549.6 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -930724.000000 Penalty: 4424.247559
	Iteration 9Q: 3 clusters Score -930724 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -930891.250000 Penalty: 4424.247559
	Iteration 10Q: 3 clusters Score -930891.2 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -931040.437500 Penalty: 4424.247559
	Iteration 11Q: 3 clusters Score -931040.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -931173.125000 Penalty: 4424.247559
	Iteration 12Q: 3 clusters Score -931173.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -931287.750000 Penalty: 4424.247559
	Iteration 13Q: 3 clusters Score -931287.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -931369.625000 Penalty: 4424.247559
	Iteration 14Q: 3 clusters Score -931369.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -931429.562500 Penalty: 4424.247559
	Iteration 15Q: 3 clusters Score -931429.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -931497.937500 Penalty: 4424.247559
	Iteration 16Q: 3 clusters Score -931497.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -931580.937500 Penalty: 4424.247559
	Iteration 17Q: 3 clusters Score -931580.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -931651.125000 Penalty: 4424.247559
	Iteration 18Q: 3 clusters Score -931651.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -931718.875000 Penalty: 4424.247559
	Iteration 19Q: 3 clusters Score -931718.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -931787.375000 Penalty: 4424.247559
	Iteration 20F: 3 clusters Score -931787.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -931836.625000 Penalty: 4424.247559
	Iteration 21Q: 3 clusters Score -931836.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -931881.187500 Penalty: 4424.247559
	Iteration 22Q: 3 clusters Score -931881.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -931912.687500 Penalty: 4424.247559
	Iteration 23Q: 3 clusters Score -931912.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -931942.312500 Penalty: 4424.247559
	Iteration 24Q: 3 clusters Score -931942.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -931962.750000 Penalty: 4424.247559
	Iteration 25Q: 3 clusters Score -931962.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -931984.062500 Penalty: 4424.247559
	Iteration 26Q: 3 clusters Score -931984.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -931995.937500 Penalty: 4424.247559
	Iteration 27Q: 3 clusters Score -931995.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -932009.562500 Penalty: 4424.247559
	Iteration 28Q: 3 clusters Score -932009.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -932017.562500 Penalty: 4424.247559
	Iteration 29Q: 3 clusters Score -932017.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -932023.125000 Penalty: 4424.247559
	Iteration 30Q: 3 clusters Score -932023.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -932030.812500 Penalty: 4424.247559
	Iteration 31Q: 3 clusters Score -932030.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -932035.937500 Penalty: 4424.247559
	Iteration 32Q: 3 clusters Score -932035.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -932042.812500 Penalty: 4424.247559
	Iteration 33Q: 3 clusters Score -932042.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -932055.937500 Penalty: 4424.247559
	Iteration 34Q: 3 clusters Score -932055.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -932069.375000 Penalty: 4424.247559
	Iteration 35Q: 3 clusters Score -932069.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -932078.750000 Penalty: 4424.247559
	Iteration 36Q: 3 clusters Score -932078.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -932085.875000 Penalty: 4424.247559
	Iteration 37Q: 3 clusters Score -932085.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -932093.125000 Penalty: 4424.247559
	Iteration 38Q: 3 clusters Score -932093.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -932101.750000 Penalty: 4424.247559
	Iteration 39Q: 3 clusters Score -932101.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -932116.562500 Penalty: 4424.247559
	Iteration 40F: 3 clusters Score -932116.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -932132.625000 Penalty: 4424.247559
	Iteration 41Q: 3 clusters Score -932132.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -932150.875000 Penalty: 4424.247559
	Iteration 42Q: 3 clusters Score -932150.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -932160.625000 Penalty: 4424.247559
	Iteration 43Q: 3 clusters Score -932160.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -932170.750000 Penalty: 4424.247559
	Iteration 44Q: 3 clusters Score -932170.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -932176.625000 Penalty: 4424.247559
	Iteration 45Q: 3 clusters Score -932176.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -932184.125000 Penalty: 4424.247559
	Iteration 46Q: 3 clusters Score -932184.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -932196.312500 Penalty: 4424.247559
	Iteration 47Q: 3 clusters Score -932196.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -932207.312500 Penalty: 4424.247559
	Iteration 48Q: 3 clusters Score -932207.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -932215.875000 Penalty: 4424.247559
	Iteration 49Q: 3 clusters Score -932215.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -932220.500000 Penalty: 4424.247559
	Iteration 50Q: 3 clusters Score -932220.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -932227.500000 Penalty: 4424.247559
	Iteration 51Q: 3 clusters Score -932227.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -932232.500000 Penalty: 4424.247559
	Iteration 52Q: 3 clusters Score -932232.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -932237.250000 Penalty: 4424.247559
	Iteration 53Q: 3 clusters Score -932237.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -932238.812500 Penalty: 4424.247559
	Iteration 54Q: 3 clusters Score -932238.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -932242.937500 Penalty: 4424.247559
	Iteration 55Q: 3 clusters Score -932242.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -932244.500000 Penalty: 4424.247559
	Iteration 56Q: 3 clusters Score -932244.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -932248.500000 Penalty: 4424.247559
	Iteration 57Q: 3 clusters Score -932248.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -932248.875000 Penalty: 4424.247559
	Iteration 58Q: 3 clusters Score -932248.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -932252.562500 Penalty: 4424.247559
	Iteration 59Q: 3 clusters Score -932252.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -932254.187500 Penalty: 4424.247559
	Iteration 60F: 3 clusters Score -932254.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (27210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27210 members 
Entering Unmasked Estep 
Score: -3466794.000000 Penalty: 2532.412354
	Iteration 0F: 2 clusters Score -3466794 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13513 members 
Mstep: Class 2 contains 13697 members 
Entering Unmasked Estep 
Score: -3448030.000000 Penalty: 5064.824707
	Iteration 0F: 3 clusters Score -3448030 nChanged 12241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13130 members 
Mstep: Class 2 contains 14080 members 
Entering Unmasked Estep 
Score: -3454805.250000 Penalty: 5064.824707
	Iteration 1F: 3 clusters Score -3454805 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12871 members 
Mstep: Class 2 contains 14339 members 
Entering Unmasked Estep 
Score: -3455366.750000 Penalty: 5064.824707
	Iteration 2F: 3 clusters Score -3455367 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12466 members 
Mstep: Class 2 contains 14744 members 
Entering Unmasked Estep 
Score: -3455932.750000 Penalty: 5064.824707
	Iteration 3Q: 3 clusters Score -3455933 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11928 members 
Mstep: Class 2 contains 15282 members 
Entering Unmasked Estep 
Score: -3456585.500000 Penalty: 5064.824707
	Iteration 4Q: 3 clusters Score -3456586 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11265 members 
Mstep: Class 2 contains 15945 members 
Entering Unmasked Estep 
Score: -3457327.750000 Penalty: 5064.824707
	Iteration 5Q: 3 clusters Score -3457328 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10435 members 
Mstep: Class 2 contains 16775 members 
Entering Unmasked Estep 
Score: -3458269.750000 Penalty: 5064.824707
	Iteration 6F: 3 clusters Score -3458270 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 17627 members 
Entering Unmasked Estep 
Score: -3459323.750000 Penalty: 5064.824707
	Iteration 7F: 3 clusters Score -3459324 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 18476 members 
Entering Unmasked Estep 
Score: -3460443.000000 Penalty: 5064.824707
	Iteration 8F: 3 clusters Score -3460443 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 19255 members 
Entering Unmasked Estep 
Score: -3461467.500000 Penalty: 5064.824707
	Iteration 9Q: 3 clusters Score -3461468 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 19834 members 
Entering Unmasked Estep 
Score: -3462367.500000 Penalty: 5064.824707
	Iteration 10Q: 3 clusters Score -3462368 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 20235 members 
Entering Unmasked Estep 
Score: -3462978.000000 Penalty: 5064.824707
	Iteration 11Q: 3 clusters Score -3462978 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 20546 members 
Entering Unmasked Estep 
Score: -3463394.750000 Penalty: 5064.824707
	Iteration 12Q: 3 clusters Score -3463395 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 20822 members 
Entering Unmasked Estep 
Score: -3463685.500000 Penalty: 5064.824707
	Iteration 13Q: 3 clusters Score -3463686 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 21062 members 
Entering Unmasked Estep 
Score: -3463889.500000 Penalty: 5064.824707
	Iteration 14Q: 3 clusters Score -3463890 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 21296 members 
Entering Unmasked Estep 
Score: -3464100.500000 Penalty: 5064.824707
	Iteration 15Q: 3 clusters Score -3464100 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 21521 members 
Entering Unmasked Estep 
Score: -3464276.250000 Penalty: 5064.824707
	Iteration 16Q: 3 clusters Score -3464276 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 21730 members 
Entering Unmasked Estep 
Score: -3464393.000000 Penalty: 5064.824707
	Iteration 17Q: 3 clusters Score -3464393 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 21934 members 
Entering Unmasked Estep 
Score: -3464502.500000 Penalty: 5064.824707
	Iteration 18Q: 3 clusters Score -3464502 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 22119 members 
Entering Unmasked Estep 
Score: -3464591.250000 Penalty: 5064.824707
	Iteration 19Q: 3 clusters Score -3464591 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 22311 members 
Entering Unmasked Estep 
Score: -3464668.500000 Penalty: 5064.824707
	Iteration 20F: 3 clusters Score -3464668 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 22465 members 
Entering Unmasked Estep 
Score: -3464728.250000 Penalty: 5064.824707
	Iteration 21Q: 3 clusters Score -3464728 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 22599 members 
Entering Unmasked Estep 
Score: -3464770.750000 Penalty: 5064.824707
	Iteration 22Q: 3 clusters Score -3464771 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 22708 members 
Entering Unmasked Estep 
Score: -3464818.750000 Penalty: 5064.824707
	Iteration 23Q: 3 clusters Score -3464819 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 22810 members 
Entering Unmasked Estep 
Score: -3464850.750000 Penalty: 5064.824707
	Iteration 24Q: 3 clusters Score -3464851 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 22893 members 
Entering Unmasked Estep 
Score: -3464871.250000 Penalty: 5064.824707
	Iteration 25Q: 3 clusters Score -3464871 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 22972 members 
Entering Unmasked Estep 
Score: -3464885.500000 Penalty: 5064.824707
	Iteration 26Q: 3 clusters Score -3464886 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 23039 members 
Entering Unmasked Estep 
Score: -3464894.500000 Penalty: 5064.824707
	Iteration 27Q: 3 clusters Score -3464894 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 23108 members 
Entering Unmasked Estep 
Score: -3464902.750000 Penalty: 5064.824707
	Iteration 28Q: 3 clusters Score -3464903 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 23176 members 
Entering Unmasked Estep 
Score: -3464915.250000 Penalty: 5064.824707
	Iteration 29Q: 3 clusters Score -3464915 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 23248 members 
Entering Unmasked Estep 
Score: -3464933.750000 Penalty: 5064.824707
	Iteration 30Q: 3 clusters Score -3464934 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 23313 members 
Entering Unmasked Estep 
Score: -3464943.750000 Penalty: 5064.824707
	Iteration 31Q: 3 clusters Score -3464944 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 23386 members 
Entering Unmasked Estep 
Score: -3464968.250000 Penalty: 5064.824707
	Iteration 32Q: 3 clusters Score -3464968 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 23449 members 
Entering Unmasked Estep 
Score: -3464996.000000 Penalty: 5064.824707
	Iteration 33Q: 3 clusters Score -3464996 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 23507 members 
Entering Unmasked Estep 
Score: -3464997.000000 Penalty: 5064.824707
	Iteration 34Q: 3 clusters Score -3464997 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 23556 members 
Entering Unmasked Estep 
Score: -3465001.750000 Penalty: 5064.824707
	Iteration 35Q: 3 clusters Score -3465002 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 23607 members 
Entering Unmasked Estep 
Score: -3465010.250000 Penalty: 5064.824707
	Iteration 36Q: 3 clusters Score -3465010 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 23657 members 
Entering Unmasked Estep 
Score: -3465013.750000 Penalty: 5064.824707
	Iteration 37Q: 3 clusters Score -3465014 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 23689 members 
Entering Unmasked Estep 
Score: -3465015.000000 Penalty: 5064.824707
	Iteration 38Q: 3 clusters Score -3465015 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 23719 members 
Entering Unmasked Estep 
Score: -3465021.000000 Penalty: 5064.824707
	Iteration 39Q: 3 clusters Score -3465021 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 23751 members 
Entering Unmasked Estep 
Score: -3465023.750000 Penalty: 5064.824707
	Iteration 40F: 3 clusters Score -3465024 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 23789 members 
Entering Unmasked Estep 
Score: -3465022.500000 Penalty: 5064.824707
	Iteration 41Q: 3 clusters Score -3465022 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 23833 members 
Entering Unmasked Estep 
Score: -3465027.500000 Penalty: 5064.824707
	Iteration 42Q: 3 clusters Score -3465028 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 23875 members 
Entering Unmasked Estep 
Score: -3465039.250000 Penalty: 5064.824707
	Iteration 43Q: 3 clusters Score -3465039 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 23915 members 
Entering Unmasked Estep 
Score: -3465047.250000 Penalty: 5064.824707
	Iteration 44Q: 3 clusters Score -3465047 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 23952 members 
Entering Unmasked Estep 
Score: -3465058.500000 Penalty: 5064.824707
	Iteration 45Q: 3 clusters Score -3465058 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 23982 members 
Entering Unmasked Estep 
Score: -3465058.750000 Penalty: 5064.824707
	Iteration 46Q: 3 clusters Score -3465059 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 24010 members 
Entering Unmasked Estep 
Score: -3465063.500000 Penalty: 5064.824707
	Iteration 47Q: 3 clusters Score -3465064 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 24026 members 
Entering Unmasked Estep 
Score: -3465071.250000 Penalty: 5064.824707
	Iteration 48Q: 3 clusters Score -3465071 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 24047 members 
Entering Unmasked Estep 
Score: -3465068.500000 Penalty: 5064.824707
	Iteration 49Q: 3 clusters Score -3465068 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 24066 members 
Entering Unmasked Estep 
Score: -3465075.500000 Penalty: 5064.824707
	Iteration 50Q: 3 clusters Score -3465076 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 24097 members 
Entering Unmasked Estep 
Score: -3465087.750000 Penalty: 5064.824707
	Iteration 51Q: 3 clusters Score -3465088 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 24120 members 
Entering Unmasked Estep 
Score: -3465097.750000 Penalty: 5064.824707
	Iteration 52Q: 3 clusters Score -3465098 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 24147 members 
Entering Unmasked Estep 
Score: -3465112.250000 Penalty: 5064.824707
	Iteration 53Q: 3 clusters Score -3465112 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 24165 members 
Entering Unmasked Estep 
Score: -3465109.750000 Penalty: 5064.824707
	Iteration 54Q: 3 clusters Score -3465110 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 24180 members 
Entering Unmasked Estep 
Score: -3465117.000000 Penalty: 5064.824707
	Iteration 55Q: 3 clusters Score -3465117 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 24190 members 
Entering Unmasked Estep 
Score: -3465112.750000 Penalty: 5064.824707
	Iteration 56Q: 3 clusters Score -3465113 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 24203 members 
Entering Unmasked Estep 
Score: -3465112.250000 Penalty: 5064.824707
	Iteration 57Q: 3 clusters Score -3465112 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 24210 members 
Entering Unmasked Estep 
Score: -3465112.250000 Penalty: 5064.824707
	Iteration 58Q: 3 clusters Score -3465112 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 24218 members 
Entering Unmasked Estep 
Score: -3465112.000000 Penalty: 5064.824707
	Iteration 59Q: 3 clusters Score -3465112 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 24226 members 
Entering Unmasked Estep 
Score: -3465115.250000 Penalty: 5064.824707
	Iteration 60F: 3 clusters Score -3465115 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 24235 members 
Entering Unmasked Estep 
Score: -3465109.500000 Penalty: 5064.824707
	Iteration 61Q: 3 clusters Score -3465110 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 24245 members 
Entering Unmasked Estep 
Score: -3465118.250000 Penalty: 5064.824707
	Iteration 62Q: 3 clusters Score -3465118 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 24258 members 
Entering Unmasked Estep 
Score: -3465125.250000 Penalty: 5064.824707
	Iteration 63Q: 3 clusters Score -3465125 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 24270 members 
Entering Unmasked Estep 
Score: -3465117.000000 Penalty: 5064.824707
	Iteration 64Q: 3 clusters Score -3465117 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 24276 members 
Entering Unmasked Estep 
Score: -3465116.000000 Penalty: 5064.824707
	Iteration 65Q: 3 clusters Score -3465116 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 24282 members 
Entering Unmasked Estep 
Score: -3465113.000000 Penalty: 5064.824707
	Iteration 66Q: 3 clusters Score -3465113 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 24289 members 
Entering Unmasked Estep 
Score: -3465124.000000 Penalty: 5064.824707
	Iteration 67Q: 3 clusters Score -3465124 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 24293 members 
Entering Unmasked Estep 
Score: -3465121.500000 Penalty: 5064.824707
	Iteration 68Q: 3 clusters Score -3465122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 24296 members 
Entering Unmasked Estep 
Score: -3465122.250000 Penalty: 5064.824707
	Iteration 69Q: 3 clusters Score -3465122 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 24302 members 
Entering Unmasked Estep 
Score: -3465124.000000 Penalty: 5064.824707
	Iteration 70Q: 3 clusters Score -3465124 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 24307 members 
Entering Unmasked Estep 
Score: -3465122.500000 Penalty: 5064.824707
	Iteration 71Q: 3 clusters Score -3465122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 24310 members 
Entering Unmasked Estep 
Score: -3465124.250000 Penalty: 5064.824707
	Iteration 72Q: 3 clusters Score -3465124 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 24314 members 
Entering Unmasked Estep 
Score: -3465124.000000 Penalty: 5064.824707
	Iteration 73Q: 3 clusters Score -3465124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 24315 members 
Entering Unmasked Estep 
Score: -3465121.500000 Penalty: 5064.824707
	Iteration 74Q: 3 clusters Score -3465122 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 24315 members 
Entering Unmasked Estep 
Score: -3465121.500000 Penalty: 5064.824707
	Iteration 75F: 3 clusters Score -3465122 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (11615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11615 members 
Entering Unmasked Estep 
Score: -1453530.375000 Penalty: 2321.293213
	Iteration 0F: 2 clusters Score -1453530 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -1444876.375000 Penalty: 4642.586426
	Iteration 0F: 3 clusters Score -1444876 nChanged 4827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -1447531.625000 Penalty: 4642.586426
	Iteration 1F: 3 clusters Score -1447532 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -1448007.875000 Penalty: 4642.586426
	Iteration 2F: 3 clusters Score -1448008 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -1448460.375000 Penalty: 4642.586426
	Iteration 3F: 3 clusters Score -1448460 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -1448948.500000 Penalty: 4642.586426
	Iteration 4F: 3 clusters Score -1448948 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -1449532.750000 Penalty: 4642.586426
	Iteration 5F: 3 clusters Score -1449533 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -1450192.250000 Penalty: 4642.586426
	Iteration 6F: 3 clusters Score -1450192 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -1450933.000000 Penalty: 4642.586426
	Iteration 7F: 3 clusters Score -1450933 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -1451541.625000 Penalty: 4642.586426
	Iteration 8F: 3 clusters Score -1451542 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -1451857.375000 Penalty: 4642.586426
	Iteration 9Q: 3 clusters Score -1451857 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -1451976.250000 Penalty: 4642.586426
	Iteration 10Q: 3 clusters Score -1451976 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -1452028.750000 Penalty: 4642.586426
	Iteration 11Q: 3 clusters Score -1452029 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -1452058.875000 Penalty: 4642.586426
	Iteration 12Q: 3 clusters Score -1452059 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -1452083.250000 Penalty: 4642.586426
	Iteration 13Q: 3 clusters Score -1452083 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -1452098.625000 Penalty: 4642.586426
	Iteration 14Q: 3 clusters Score -1452099 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -1452108.500000 Penalty: 4642.586426
	Iteration 15Q: 3 clusters Score -1452108 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -1452111.750000 Penalty: 4642.586426
	Iteration 16Q: 3 clusters Score -1452112 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -1452118.250000 Penalty: 4642.586426
	Iteration 17Q: 3 clusters Score -1452118 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -1452122.625000 Penalty: 4642.586426
	Iteration 18Q: 3 clusters Score -1452123 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -1452125.375000 Penalty: 4642.586426
	Iteration 19Q: 3 clusters Score -1452125 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -1452124.375000 Penalty: 4642.586426
	Iteration 20F: 3 clusters Score -1452124 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -1452126.375000 Penalty: 4642.586426
	Iteration 21Q: 3 clusters Score -1452126 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -1452126.625000 Penalty: 4642.586426
	Iteration 22Q: 3 clusters Score -1452127 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -1452128.500000 Penalty: 4642.586426
	Iteration 23Q: 3 clusters Score -1452128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -1452127.500000 Penalty: 4642.586426
	Iteration 24Q: 3 clusters Score -1452128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -1452128.125000 Penalty: 4642.586426
	Iteration 25Q: 3 clusters Score -1452128 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -1452128.125000 Penalty: 4642.586426
	Iteration 26F: 3 clusters Score -1452128 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1026 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Entering Unmasked Estep 
Score: -125674.039062 Penalty: 1719.488892
	Iteration 0F: 2 clusters Score -125674 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -124049.335938 Penalty: 3438.977783
	Iteration 0F: 3 clusters Score -124049.3 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -125303.421875 Penalty: 3438.977783
	Iteration 1F: 3 clusters Score -125303.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -125854.781250 Penalty: 3438.977783
	Iteration 2F: 3 clusters Score -125854.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -126052.820312 Penalty: 3438.977783
	Iteration 3F: 3 clusters Score -126052.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -126157.328125 Penalty: 3438.977783
	Iteration 4Q: 3 clusters Score -126157.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -126236.570312 Penalty: 3438.977783
	Iteration 5Q: 3 clusters Score -126236.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -126308.351562 Penalty: 3438.977783
	Iteration 6Q: 3 clusters Score -126308.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -126376.179688 Penalty: 3438.977783
	Iteration 7Q: 3 clusters Score -126376.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -126405.929688 Penalty: 3438.977783
	Iteration 8Q: 3 clusters Score -126405.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -126490.679688 Penalty: 3438.977783
	Iteration 9Q: 3 clusters Score -126490.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -126546.398438 Penalty: 3438.977783
	Iteration 10Q: 3 clusters Score -126546.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -126595.546875 Penalty: 3438.977783
	Iteration 11Q: 3 clusters Score -126595.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -126609.117188 Penalty: 3438.977783
	Iteration 12Q: 3 clusters Score -126609.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -126620.304688 Penalty: 3438.977783
	Iteration 13Q: 3 clusters Score -126620.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -126625.281250 Penalty: 3438.977783
	Iteration 14Q: 3 clusters Score -126625.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -126625.789062 Penalty: 3438.977783
	Iteration 15Q: 3 clusters Score -126625.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -126629.679688 Penalty: 3438.977783
	Iteration 16Q: 3 clusters Score -126629.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -126629.679688 Penalty: 3438.977783
	Iteration 17F: 3 clusters Score -126629.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22632 members 
Mstep: Class 2 contains 4319 members 
Mstep: Class 3 contains 1071 members 
Mstep: Class 4 contains 223860 members 
Mstep: Class 5 contains 4104 members 
Mstep: Class 6 contains 2261 members 
Mstep: Class 7 contains 9374 members 
Mstep: Class 8 contains 13916 members 
Mstep: Class 9 contains 7479 members 
Mstep: Class 10 contains 27210 members 
Mstep: Class 11 contains 11615 members 
Mstep: Class 12 contains 479 members 
Mstep: Class 13 contains 3524 members 
Mstep: Class 14 contains 36453 members 
Mstep: Class 15 contains 181263 members 
Mstep: Class 16 contains 23103 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 9965 members 
Mstep: Class 19 contains 164683 members 
Mstep: Class 20 contains 54998 members 
Mstep: Class 21 contains 2417 members 
Mstep: Class 22 contains 686 members 
Mstep: Class 23 contains 4373 members 
Mstep: Class 24 contains 3356 members 
Mstep: Class 25 contains 38536 members 
Mstep: Class 26 contains 60660 members 
Mstep: Class 27 contains 28778 members 
Mstep: Class 28 contains 470 members 
Mstep: Class 29 contains 42497 members 
Mstep: Class 30 contains 10774 members 
Mstep: Class 31 contains 6563 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8498 members 
Mstep: Class 34 contains 437 members 
Mstep: Class 35 contains 3422 members 
Mstep: Class 36 contains 8266 members 
Mstep: Class 37 contains 3932 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1886 members 
Mstep: Class 40 contains 19228 members 
Mstep: Class 41 contains 423 members 
Mstep: Class 42 contains 3007 members 
Mstep: Class 43 contains 3329 members 
Mstep: Class 44 contains 1399 members 
Mstep: Class 45 contains 22214 members 
Mstep: Class 46 contains 13088 members 
Mstep: Class 47 contains 306 members 
Mstep: Class 48 contains 7846 members 
Mstep: Class 49 contains 26839 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 620 members 
Mstep: Class 52 contains 309 members 
Mstep: Class 53 contains 3104 members 
Mstep: Class 54 contains 347 members 
Mstep: Class 55 contains 4828 members 
Mstep: Class 56 contains 17264 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 284 members 
Mstep: Class 60 contains 4833 members 
Mstep: Class 61 contains 1768 members 
Mstep: Class 62 contains 1052 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 8311 members 
Mstep: Class 65 contains 503 members 
Mstep: Class 66 contains 665 members 
Mstep: Class 67 contains 2651 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 221 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 8028 members 
Mstep: Class 75 contains 892 members 
Mstep: Class 76 contains 504 members 
Mstep: Class 77 contains 631 members 
Mstep: Class 78 contains 486 members 
Mstep: Class 79 contains 547 members 
Entering Unmasked Estep 
Score: -147546704.000000 Penalty: 274052.718750
Splitting cluster 12 changes total score from -147547408.000000 to -147546704.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (3524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Entering Unmasked Estep 
Score: -438397.062500 Penalty: 2025.503174
	Iteration 0F: 2 clusters Score -438397.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -434761.500000 Penalty: 4051.006348
	Iteration 0F: 3 clusters Score -434761.5 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -435507.343750 Penalty: 4051.006348
	Iteration 1F: 3 clusters Score -435507.3 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -435676.468750 Penalty: 4051.006348
	Iteration 2F: 3 clusters Score -435676.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -435780.156250 Penalty: 4051.006348
	Iteration 3Q: 3 clusters Score -435780.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -435833.781250 Penalty: 4051.006348
	Iteration 4Q: 3 clusters Score -435833.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -435862.750000 Penalty: 4051.006348
	Iteration 5Q: 3 clusters Score -435862.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -435880.281250 Penalty: 4051.006348
	Iteration 6Q: 3 clusters Score -435880.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -435895.906250 Penalty: 4051.006348
	Iteration 7Q: 3 clusters Score -435895.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -435908.343750 Penalty: 4051.006348
	Iteration 8Q: 3 clusters Score -435908.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -435918.562500 Penalty: 4051.006348
	Iteration 9Q: 3 clusters Score -435918.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -435927.656250 Penalty: 4051.006348
	Iteration 10Q: 3 clusters Score -435927.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -435937.062500 Penalty: 4051.006348
	Iteration 11Q: 3 clusters Score -435937.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -435945.937500 Penalty: 4051.006348
	Iteration 12Q: 3 clusters Score -435945.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -435953.625000 Penalty: 4051.006348
	Iteration 13Q: 3 clusters Score -435953.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -435960.718750 Penalty: 4051.006348
	Iteration 14Q: 3 clusters Score -435960.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -435970.625000 Penalty: 4051.006348
	Iteration 15Q: 3 clusters Score -435970.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -435975.375000 Penalty: 4051.006348
	Iteration 16Q: 3 clusters Score -435975.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -435980.406250 Penalty: 4051.006348
	Iteration 17Q: 3 clusters Score -435980.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -435983.531250 Penalty: 4051.006348
	Iteration 18Q: 3 clusters Score -435983.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -435987.187500 Penalty: 4051.006348
	Iteration 19Q: 3 clusters Score -435987.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -435990.875000 Penalty: 4051.006348
	Iteration 20F: 3 clusters Score -435990.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -435991.562500 Penalty: 4051.006348
	Iteration 21Q: 3 clusters Score -435991.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -435991.562500 Penalty: 4051.006348
	Iteration 22Q: 3 clusters Score -435991.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -435992.250000 Penalty: 4051.006348
	Iteration 23Q: 3 clusters Score -435992.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -435993.093750 Penalty: 4051.006348
	Iteration 24Q: 3 clusters Score -435993.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -435994.593750 Penalty: 4051.006348
	Iteration 25Q: 3 clusters Score -435994.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -435996.125000 Penalty: 4051.006348
	Iteration 26Q: 3 clusters Score -435996.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -436000.437500 Penalty: 4051.006348
	Iteration 27Q: 3 clusters Score -436000.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -436004.468750 Penalty: 4051.006348
	Iteration 28Q: 3 clusters Score -436004.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -436008.687500 Penalty: 4051.006348
	Iteration 29Q: 3 clusters Score -436008.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -436010.625000 Penalty: 4051.006348
	Iteration 30Q: 3 clusters Score -436010.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -436012.968750 Penalty: 4051.006348
	Iteration 31Q: 3 clusters Score -436013 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -436013.656250 Penalty: 4051.006348
	Iteration 32Q: 3 clusters Score -436013.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -436014.718750 Penalty: 4051.006348
	Iteration 33Q: 3 clusters Score -436014.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -436015.875000 Penalty: 4051.006348
	Iteration 34Q: 3 clusters Score -436015.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -436016.312500 Penalty: 4051.006348
	Iteration 35Q: 3 clusters Score -436016.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -436018.625000 Penalty: 4051.006348
	Iteration 36Q: 3 clusters Score -436018.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -436019.875000 Penalty: 4051.006348
	Iteration 37Q: 3 clusters Score -436019.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -436022.718750 Penalty: 4051.006348
	Iteration 38Q: 3 clusters Score -436022.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -436026.625000 Penalty: 4051.006348
	Iteration 39Q: 3 clusters Score -436026.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -436031.000000 Penalty: 4051.006348
	Iteration 40F: 3 clusters Score -436031 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -436039.000000 Penalty: 4051.006348
	Iteration 41Q: 3 clusters Score -436039 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -436044.343750 Penalty: 4051.006348
	Iteration 42Q: 3 clusters Score -436044.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -436048.687500 Penalty: 4051.006348
	Iteration 43Q: 3 clusters Score -436048.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -436051.406250 Penalty: 4051.006348
	Iteration 44Q: 3 clusters Score -436051.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -436053.937500 Penalty: 4051.006348
	Iteration 45Q: 3 clusters Score -436053.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -436056.187500 Penalty: 4051.006348
	Iteration 46Q: 3 clusters Score -436056.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -436056.593750 Penalty: 4051.006348
	Iteration 47Q: 3 clusters Score -436056.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -436056.812500 Penalty: 4051.006348
	Iteration 48Q: 3 clusters Score -436056.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -436058.562500 Penalty: 4051.006348
	Iteration 49Q: 3 clusters Score -436058.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -436059.375000 Penalty: 4051.006348
	Iteration 50Q: 3 clusters Score -436059.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -436060.750000 Penalty: 4051.006348
	Iteration 51Q: 3 clusters Score -436060.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -436060.906250 Penalty: 4051.006348
	Iteration 52Q: 3 clusters Score -436060.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -436060.906250 Penalty: 4051.006348
	Iteration 53F: 3 clusters Score -436060.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (36453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36453 members 
Entering Unmasked Estep 
Score: -4592804.500000 Penalty: 2604.937256
	Iteration 0F: 2 clusters Score -4592804 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18255 members 
Mstep: Class 2 contains 18198 members 
Entering Unmasked Estep 
Score: -4568000.000000 Penalty: 5209.874512
	Iteration 0F: 3 clusters Score -4568000 nChanged 16551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18160 members 
Mstep: Class 2 contains 18293 members 
Entering Unmasked Estep 
Score: -4576954.000000 Penalty: 5209.874512
	Iteration 1F: 3 clusters Score -4576954 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18114 members 
Mstep: Class 2 contains 18339 members 
Entering Unmasked Estep 
Score: -4577603.000000 Penalty: 5209.874512
	Iteration 2Q: 3 clusters Score -4577603 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18026 members 
Mstep: Class 2 contains 18427 members 
Entering Unmasked Estep 
Score: -4578242.500000 Penalty: 5209.874512
	Iteration 3Q: 3 clusters Score -4578242 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17914 members 
Mstep: Class 2 contains 18539 members 
Entering Unmasked Estep 
Score: -4578946.000000 Penalty: 5209.874512
	Iteration 4Q: 3 clusters Score -4578946 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17773 members 
Mstep: Class 2 contains 18680 members 
Entering Unmasked Estep 
Score: -4579756.500000 Penalty: 5209.874512
	Iteration 5Q: 3 clusters Score -4579756 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17544 members 
Mstep: Class 2 contains 18909 members 
Entering Unmasked Estep 
Score: -4580640.000000 Penalty: 5209.874512
	Iteration 6Q: 3 clusters Score -4580640 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17269 members 
Mstep: Class 2 contains 19184 members 
Entering Unmasked Estep 
Score: -4581553.500000 Penalty: 5209.874512
	Iteration 7F: 3 clusters Score -4581554 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16950 members 
Mstep: Class 2 contains 19503 members 
Entering Unmasked Estep 
Score: -4582335.000000 Penalty: 5209.874512
	Iteration 8Q: 3 clusters Score -4582335 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16594 members 
Mstep: Class 2 contains 19859 members 
Entering Unmasked Estep 
Score: -4583112.000000 Penalty: 5209.874512
	Iteration 9Q: 3 clusters Score -4583112 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16150 members 
Mstep: Class 2 contains 20303 members 
Entering Unmasked Estep 
Score: -4583868.000000 Penalty: 5209.874512
	Iteration 10Q: 3 clusters Score -4583868 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15646 members 
Mstep: Class 2 contains 20807 members 
Entering Unmasked Estep 
Score: -4584695.000000 Penalty: 5209.874512
	Iteration 11Q: 3 clusters Score -4584695 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15032 members 
Mstep: Class 2 contains 21421 members 
Entering Unmasked Estep 
Score: -4585584.500000 Penalty: 5209.874512
	Iteration 12Q: 3 clusters Score -4585584 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14397 members 
Mstep: Class 2 contains 22056 members 
Entering Unmasked Estep 
Score: -4586368.000000 Penalty: 5209.874512
	Iteration 13Q: 3 clusters Score -4586368 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13776 members 
Mstep: Class 2 contains 22677 members 
Entering Unmasked Estep 
Score: -4587006.500000 Penalty: 5209.874512
	Iteration 14Q: 3 clusters Score -4587006 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13184 members 
Mstep: Class 2 contains 23269 members 
Entering Unmasked Estep 
Score: -4587482.000000 Penalty: 5209.874512
	Iteration 15Q: 3 clusters Score -4587482 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12658 members 
Mstep: Class 2 contains 23795 members 
Entering Unmasked Estep 
Score: -4587810.500000 Penalty: 5209.874512
	Iteration 16Q: 3 clusters Score -4587810 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12165 members 
Mstep: Class 2 contains 24288 members 
Entering Unmasked Estep 
Score: -4588061.000000 Penalty: 5209.874512
	Iteration 17Q: 3 clusters Score -4588061 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11699 members 
Mstep: Class 2 contains 24754 members 
Entering Unmasked Estep 
Score: -4588296.500000 Penalty: 5209.874512
	Iteration 18Q: 3 clusters Score -4588296 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11256 members 
Mstep: Class 2 contains 25197 members 
Entering Unmasked Estep 
Score: -4588503.500000 Penalty: 5209.874512
	Iteration 19Q: 3 clusters Score -4588504 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10846 members 
Mstep: Class 2 contains 25607 members 
Entering Unmasked Estep 
Score: -4588676.000000 Penalty: 5209.874512
	Iteration 20F: 3 clusters Score -4588676 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 26002 members 
Entering Unmasked Estep 
Score: -4588806.000000 Penalty: 5209.874512
	Iteration 21Q: 3 clusters Score -4588806 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 26378 members 
Entering Unmasked Estep 
Score: -4588932.000000 Penalty: 5209.874512
	Iteration 22Q: 3 clusters Score -4588932 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 26737 members 
Entering Unmasked Estep 
Score: -4589063.000000 Penalty: 5209.874512
	Iteration 23Q: 3 clusters Score -4589063 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 27075 members 
Entering Unmasked Estep 
Score: -4589174.000000 Penalty: 5209.874512
	Iteration 24Q: 3 clusters Score -4589174 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 27412 members 
Entering Unmasked Estep 
Score: -4589311.000000 Penalty: 5209.874512
	Iteration 25Q: 3 clusters Score -4589311 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 27743 members 
Entering Unmasked Estep 
Score: -4589400.000000 Penalty: 5209.874512
	Iteration 26Q: 3 clusters Score -4589400 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 28068 members 
Entering Unmasked Estep 
Score: -4589483.500000 Penalty: 5209.874512
	Iteration 27Q: 3 clusters Score -4589484 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 28386 members 
Entering Unmasked Estep 
Score: -4589569.500000 Penalty: 5209.874512
	Iteration 28Q: 3 clusters Score -4589570 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 28709 members 
Entering Unmasked Estep 
Score: -4589660.000000 Penalty: 5209.874512
	Iteration 29Q: 3 clusters Score -4589660 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 28994 members 
Entering Unmasked Estep 
Score: -4589732.000000 Penalty: 5209.874512
	Iteration 30Q: 3 clusters Score -4589732 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 29287 members 
Entering Unmasked Estep 
Score: -4589829.500000 Penalty: 5209.874512
	Iteration 31Q: 3 clusters Score -4589830 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 29592 members 
Entering Unmasked Estep 
Score: -4589939.500000 Penalty: 5209.874512
	Iteration 32Q: 3 clusters Score -4589940 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 29885 members 
Entering Unmasked Estep 
Score: -4590027.500000 Penalty: 5209.874512
	Iteration 33Q: 3 clusters Score -4590028 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 30149 members 
Entering Unmasked Estep 
Score: -4590125.500000 Penalty: 5209.874512
	Iteration 34Q: 3 clusters Score -4590126 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 30399 members 
Entering Unmasked Estep 
Score: -4590193.000000 Penalty: 5209.874512
	Iteration 35Q: 3 clusters Score -4590193 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 30620 members 
Entering Unmasked Estep 
Score: -4590237.000000 Penalty: 5209.874512
	Iteration 36Q: 3 clusters Score -4590237 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 30807 members 
Entering Unmasked Estep 
Score: -4590273.500000 Penalty: 5209.874512
	Iteration 37Q: 3 clusters Score -4590274 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 30975 members 
Entering Unmasked Estep 
Score: -4590315.000000 Penalty: 5209.874512
	Iteration 38Q: 3 clusters Score -4590315 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 31138 members 
Entering Unmasked Estep 
Score: -4590356.500000 Penalty: 5209.874512
	Iteration 39Q: 3 clusters Score -4590356 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 31322 members 
Entering Unmasked Estep 
Score: -4590412.000000 Penalty: 5209.874512
	Iteration 40F: 3 clusters Score -4590412 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 31514 members 
Entering Unmasked Estep 
Score: -4590485.000000 Penalty: 5209.874512
	Iteration 41Q: 3 clusters Score -4590485 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 31693 members 
Entering Unmasked Estep 
Score: -4590558.500000 Penalty: 5209.874512
	Iteration 42Q: 3 clusters Score -4590558 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 31884 members 
Entering Unmasked Estep 
Score: -4590619.500000 Penalty: 5209.874512
	Iteration 43Q: 3 clusters Score -4590620 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 32063 members 
Entering Unmasked Estep 
Score: -4590668.000000 Penalty: 5209.874512
	Iteration 44Q: 3 clusters Score -4590668 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 32202 members 
Entering Unmasked Estep 
Score: -4590716.500000 Penalty: 5209.874512
	Iteration 45Q: 3 clusters Score -4590716 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 32343 members 
Entering Unmasked Estep 
Score: -4590779.000000 Penalty: 5209.874512
	Iteration 46Q: 3 clusters Score -4590779 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 32483 members 
Entering Unmasked Estep 
Score: -4590832.000000 Penalty: 5209.874512
	Iteration 47Q: 3 clusters Score -4590832 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 32594 members 
Entering Unmasked Estep 
Score: -4590848.500000 Penalty: 5209.874512
	Iteration 48Q: 3 clusters Score -4590848 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 32688 members 
Entering Unmasked Estep 
Score: -4590883.500000 Penalty: 5209.874512
	Iteration 49Q: 3 clusters Score -4590884 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 32780 members 
Entering Unmasked Estep 
Score: -4590901.500000 Penalty: 5209.874512
	Iteration 50Q: 3 clusters Score -4590902 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 32881 members 
Entering Unmasked Estep 
Score: -4590935.000000 Penalty: 5209.874512
	Iteration 51Q: 3 clusters Score -4590935 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 32967 members 
Entering Unmasked Estep 
Score: -4590953.500000 Penalty: 5209.874512
	Iteration 52Q: 3 clusters Score -4590954 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 33025 members 
Entering Unmasked Estep 
Score: -4590974.000000 Penalty: 5209.874512
	Iteration 53Q: 3 clusters Score -4590974 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 33081 members 
Entering Unmasked Estep 
Score: -4590991.000000 Penalty: 5209.874512
	Iteration 54Q: 3 clusters Score -4590991 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 33139 members 
Entering Unmasked Estep 
Score: -4591000.500000 Penalty: 5209.874512
	Iteration 55Q: 3 clusters Score -4591000 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 33192 members 
Entering Unmasked Estep 
Score: -4591014.500000 Penalty: 5209.874512
	Iteration 56Q: 3 clusters Score -4591014 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 33241 members 
Entering Unmasked Estep 
Score: -4591030.000000 Penalty: 5209.874512
	Iteration 57Q: 3 clusters Score -4591030 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 33292 members 
Entering Unmasked Estep 
Score: -4591041.500000 Penalty: 5209.874512
	Iteration 58Q: 3 clusters Score -4591042 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 33342 members 
Entering Unmasked Estep 
Score: -4591054.500000 Penalty: 5209.874512
	Iteration 59Q: 3 clusters Score -4591054 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 33394 members 
Entering Unmasked Estep 
Score: -4591065.500000 Penalty: 5209.874512
	Iteration 60F: 3 clusters Score -4591066 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 33438 members 
Entering Unmasked Estep 
Score: -4591074.000000 Penalty: 5209.874512
	Iteration 61Q: 3 clusters Score -4591074 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 33467 members 
Entering Unmasked Estep 
Score: -4591073.000000 Penalty: 5209.874512
	Iteration 62Q: 3 clusters Score -4591073 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 33485 members 
Entering Unmasked Estep 
Score: -4591082.000000 Penalty: 5209.874512
	Iteration 63Q: 3 clusters Score -4591082 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 33491 members 
Entering Unmasked Estep 
Score: -4591082.000000 Penalty: 5209.874512
	Iteration 64Q: 3 clusters Score -4591082 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 33501 members 
Entering Unmasked Estep 
Score: -4591078.500000 Penalty: 5209.874512
	Iteration 65Q: 3 clusters Score -4591078 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 33512 members 
Entering Unmasked Estep 
Score: -4591082.500000 Penalty: 5209.874512
	Iteration 66Q: 3 clusters Score -4591082 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 33520 members 
Entering Unmasked Estep 
Score: -4591081.500000 Penalty: 5209.874512
	Iteration 67Q: 3 clusters Score -4591082 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 33524 members 
Entering Unmasked Estep 
Score: -4591086.500000 Penalty: 5209.874512
	Iteration 68Q: 3 clusters Score -4591086 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 33529 members 
Entering Unmasked Estep 
Score: -4591099.000000 Penalty: 5209.874512
	Iteration 69Q: 3 clusters Score -4591099 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 33535 members 
Entering Unmasked Estep 
Score: -4591083.000000 Penalty: 5209.874512
	Iteration 70Q: 3 clusters Score -4591083 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 33541 members 
Entering Unmasked Estep 
Score: -4591084.500000 Penalty: 5209.874512
	Iteration 71Q: 3 clusters Score -4591084 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 33544 members 
Entering Unmasked Estep 
Score: -4591083.500000 Penalty: 5209.874512
	Iteration 72Q: 3 clusters Score -4591084 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 33545 members 
Entering Unmasked Estep 
Score: -4591089.000000 Penalty: 5209.874512
	Iteration 73Q: 3 clusters Score -4591089 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 33547 members 
Entering Unmasked Estep 
Score: -4591088.000000 Penalty: 5209.874512
	Iteration 74Q: 3 clusters Score -4591088 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 33554 members 
Entering Unmasked Estep 
Score: -4591096.500000 Penalty: 5209.874512
	Iteration 75Q: 3 clusters Score -4591096 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 33560 members 
Entering Unmasked Estep 
Score: -4591089.500000 Penalty: 5209.874512
	Iteration 76Q: 3 clusters Score -4591090 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 33566 members 
Entering Unmasked Estep 
Score: -4591096.000000 Penalty: 5209.874512
	Iteration 77Q: 3 clusters Score -4591096 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 33571 members 
Entering Unmasked Estep 
Score: -4591099.000000 Penalty: 5209.874512
	Iteration 78Q: 3 clusters Score -4591099 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 33573 members 
Entering Unmasked Estep 
Score: -4591095.500000 Penalty: 5209.874512
	Iteration 79Q: 3 clusters Score -4591096 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 33573 members 
Entering Unmasked Estep 
Score: -4591095.500000 Penalty: 5209.874512
	Iteration 80F: 3 clusters Score -4591096 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (181263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181263 members 
Entering Unmasked Estep 
Score: -23337668.000000 Penalty: 3002.710693
	Iteration 0F: 2 clusters Score -2.333767e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90260 members 
Mstep: Class 2 contains 91003 members 
Entering Unmasked Estep 
Score: -23216656.000000 Penalty: 6005.421387
	Iteration 0F: 3 clusters Score -2.321666e+07 nChanged 87084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83616 members 
Mstep: Class 2 contains 97647 members 
Entering Unmasked Estep 
Score: -23268694.000000 Penalty: 6005.421387
	Iteration 1F: 3 clusters Score -2.326869e+07 nChanged 6788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79294 members 
Mstep: Class 2 contains 101969 members 
Entering Unmasked Estep 
Score: -23270928.000000 Penalty: 6005.421387
	Iteration 2Q: 3 clusters Score -2.327093e+07 nChanged 8523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72729 members 
Mstep: Class 2 contains 108534 members 
Entering Unmasked Estep 
Score: -23274786.000000 Penalty: 6005.421387
	Iteration 3Q: 3 clusters Score -2.327479e+07 nChanged 11048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63277 members 
Mstep: Class 2 contains 117986 members 
Entering Unmasked Estep 
Score: -23281442.000000 Penalty: 6005.421387
	Iteration 4F: 3 clusters Score -2.328144e+07 nChanged 13460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51237 members 
Mstep: Class 2 contains 130026 members 
Entering Unmasked Estep 
Score: -23291948.000000 Penalty: 6005.421387
	Iteration 5F: 3 clusters Score -2.329195e+07 nChanged 14118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38223 members 
Mstep: Class 2 contains 143040 members 
Entering Unmasked Estep 
Score: -23305074.000000 Penalty: 6005.421387
	Iteration 6F: 3 clusters Score -2.330507e+07 nChanged 11838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27233 members 
Mstep: Class 2 contains 154030 members 
Entering Unmasked Estep 
Score: -23317150.000000 Penalty: 6005.421387
	Iteration 7F: 3 clusters Score -2.331715e+07 nChanged 7856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20247 members 
Mstep: Class 2 contains 161016 members 
Entering Unmasked Estep 
Score: -23325026.000000 Penalty: 6005.421387
	Iteration 8Q: 3 clusters Score -2.332503e+07 nChanged 4887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16270 members 
Mstep: Class 2 contains 164993 members 
Entering Unmasked Estep 
Score: -23329284.000000 Penalty: 6005.421387
	Iteration 9Q: 3 clusters Score -2.332928e+07 nChanged 3036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13698 members 
Mstep: Class 2 contains 167565 members 
Entering Unmasked Estep 
Score: -23331428.000000 Penalty: 6005.421387
	Iteration 10Q: 3 clusters Score -2.333143e+07 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11750 members 
Mstep: Class 2 contains 169513 members 
Entering Unmasked Estep 
Score: -23332780.000000 Penalty: 6005.421387
	Iteration 11Q: 3 clusters Score -2.333278e+07 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10249 members 
Mstep: Class 2 contains 171014 members 
Entering Unmasked Estep 
Score: -23333586.000000 Penalty: 6005.421387
	Iteration 12Q: 3 clusters Score -2.333359e+07 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 172289 members 
Entering Unmasked Estep 
Score: -23334244.000000 Penalty: 6005.421387
	Iteration 13Q: 3 clusters Score -2.333424e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 173304 members 
Entering Unmasked Estep 
Score: -23334626.000000 Penalty: 6005.421387
	Iteration 14Q: 3 clusters Score -2.333463e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 174126 members 
Entering Unmasked Estep 
Score: -23334930.000000 Penalty: 6005.421387
	Iteration 15Q: 3 clusters Score -2.333493e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 174822 members 
Entering Unmasked Estep 
Score: -23335268.000000 Penalty: 6005.421387
	Iteration 16Q: 3 clusters Score -2.333527e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 175420 members 
Entering Unmasked Estep 
Score: -23335356.000000 Penalty: 6005.421387
	Iteration 17Q: 3 clusters Score -2.333536e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 175908 members 
Entering Unmasked Estep 
Score: -23335492.000000 Penalty: 6005.421387
	Iteration 18Q: 3 clusters Score -2.333549e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 176310 members 
Entering Unmasked Estep 
Score: -23335482.000000 Penalty: 6005.421387
	Iteration 19Q: 3 clusters Score -2.333548e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 176641 members 
Entering Unmasked Estep 
Score: -23335612.000000 Penalty: 6005.421387
	Iteration 20F: 3 clusters Score -2.333561e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 176942 members 
Entering Unmasked Estep 
Score: -23335668.000000 Penalty: 6005.421387
	Iteration 21Q: 3 clusters Score -2.333567e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 177191 members 
Entering Unmasked Estep 
Score: -23335692.000000 Penalty: 6005.421387
	Iteration 22Q: 3 clusters Score -2.333569e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 177394 members 
Entering Unmasked Estep 
Score: -23335778.000000 Penalty: 6005.421387
	Iteration 23Q: 3 clusters Score -2.333578e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 177570 members 
Entering Unmasked Estep 
Score: -23335764.000000 Penalty: 6005.421387
	Iteration 24Q: 3 clusters Score -2.333576e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 177743 members 
Entering Unmasked Estep 
Score: -23335818.000000 Penalty: 6005.421387
	Iteration 25Q: 3 clusters Score -2.333582e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 177886 members 
Entering Unmasked Estep 
Score: -23335868.000000 Penalty: 6005.421387
	Iteration 26Q: 3 clusters Score -2.333587e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 177997 members 
Entering Unmasked Estep 
Score: -23335866.000000 Penalty: 6005.421387
	Iteration 27Q: 3 clusters Score -2.333587e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 178085 members 
Entering Unmasked Estep 
Score: -23335924.000000 Penalty: 6005.421387
	Iteration 28Q: 3 clusters Score -2.333592e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 178168 members 
Entering Unmasked Estep 
Score: -23335936.000000 Penalty: 6005.421387
	Iteration 29Q: 3 clusters Score -2.333594e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 178228 members 
Entering Unmasked Estep 
Score: -23335904.000000 Penalty: 6005.421387
	Iteration 30Q: 3 clusters Score -2.33359e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 178277 members 
Entering Unmasked Estep 
Score: -23335888.000000 Penalty: 6005.421387
	Iteration 31Q: 3 clusters Score -2.333589e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 178322 members 
Entering Unmasked Estep 
Score: -23335904.000000 Penalty: 6005.421387
	Iteration 32Q: 3 clusters Score -2.33359e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 178373 members 
Entering Unmasked Estep 
Score: -23335886.000000 Penalty: 6005.421387
	Iteration 33Q: 3 clusters Score -2.333589e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 178428 members 
Entering Unmasked Estep 
Score: -23335928.000000 Penalty: 6005.421387
	Iteration 34Q: 3 clusters Score -2.333593e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 178481 members 
Entering Unmasked Estep 
Score: -23335906.000000 Penalty: 6005.421387
	Iteration 35Q: 3 clusters Score -2.333591e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 178526 members 
Entering Unmasked Estep 
Score: -23335926.000000 Penalty: 6005.421387
	Iteration 36Q: 3 clusters Score -2.333593e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 178569 members 
Entering Unmasked Estep 
Score: -23335930.000000 Penalty: 6005.421387
	Iteration 37Q: 3 clusters Score -2.333593e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 178613 members 
Entering Unmasked Estep 
Score: -23335922.000000 Penalty: 6005.421387
	Iteration 38Q: 3 clusters Score -2.333592e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 178646 members 
Entering Unmasked Estep 
Score: -23335912.000000 Penalty: 6005.421387
	Iteration 39Q: 3 clusters Score -2.333591e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 178680 members 
Entering Unmasked Estep 
Score: -23335920.000000 Penalty: 6005.421387
	Iteration 40F: 3 clusters Score -2.333592e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 178708 members 
Entering Unmasked Estep 
Score: -23335968.000000 Penalty: 6005.421387
	Iteration 41Q: 3 clusters Score -2.333597e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 178731 members 
Entering Unmasked Estep 
Score: -23335968.000000 Penalty: 6005.421387
	Iteration 42Q: 3 clusters Score -2.333597e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 178750 members 
Entering Unmasked Estep 
Score: -23335966.000000 Penalty: 6005.421387
	Iteration 43Q: 3 clusters Score -2.333597e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 178762 members 
Entering Unmasked Estep 
Score: -23335974.000000 Penalty: 6005.421387
	Iteration 44Q: 3 clusters Score -2.333597e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 178775 members 
Entering Unmasked Estep 
Score: -23335986.000000 Penalty: 6005.421387
	Iteration 45Q: 3 clusters Score -2.333599e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 178785 members 
Entering Unmasked Estep 
Score: -23336010.000000 Penalty: 6005.421387
	Iteration 46Q: 3 clusters Score -2.333601e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 178794 members 
Entering Unmasked Estep 
Score: -23335992.000000 Penalty: 6005.421387
	Iteration 47Q: 3 clusters Score -2.333599e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 178804 members 
Entering Unmasked Estep 
Score: -23335998.000000 Penalty: 6005.421387
	Iteration 48Q: 3 clusters Score -2.3336e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 178813 members 
Entering Unmasked Estep 
Score: -23336004.000000 Penalty: 6005.421387
	Iteration 49Q: 3 clusters Score -2.3336e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 178821 members 
Entering Unmasked Estep 
Score: -23336010.000000 Penalty: 6005.421387
	Iteration 50Q: 3 clusters Score -2.333601e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 178834 members 
Entering Unmasked Estep 
Score: -23336020.000000 Penalty: 6005.421387
	Iteration 51Q: 3 clusters Score -2.333602e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 178841 members 
Entering Unmasked Estep 
Score: -23336032.000000 Penalty: 6005.421387
	Iteration 52Q: 3 clusters Score -2.333603e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 178846 members 
Entering Unmasked Estep 
Score: -23336020.000000 Penalty: 6005.421387
	Iteration 53Q: 3 clusters Score -2.333602e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 178848 members 
Entering Unmasked Estep 
Score: -23336018.000000 Penalty: 6005.421387
	Iteration 54Q: 3 clusters Score -2.333602e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 178849 members 
Entering Unmasked Estep 
Score: -23336014.000000 Penalty: 6005.421387
	Iteration 55Q: 3 clusters Score -2.333601e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 178850 members 
Entering Unmasked Estep 
Score: -23336030.000000 Penalty: 6005.421387
	Iteration 56Q: 3 clusters Score -2.333603e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 178850 members 
Entering Unmasked Estep 
Score: -23336030.000000 Penalty: 6005.421387
	Iteration 57F: 3 clusters Score -2.333603e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (23103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23103 members 
Entering Unmasked Estep 
Score: -2917600.500000 Penalty: 2491.833984
	Iteration 0F: 2 clusters Score -2917600 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11539 members 
Mstep: Class 2 contains 11564 members 
Entering Unmasked Estep 
Score: -2901456.000000 Penalty: 4983.667969
	Iteration 0F: 3 clusters Score -2901456 nChanged 10252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11339 members 
Mstep: Class 2 contains 11764 members 
Entering Unmasked Estep 
Score: -2906969.500000 Penalty: 4983.667969
	Iteration 1F: 3 clusters Score -2906970 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11153 members 
Mstep: Class 2 contains 11950 members 
Entering Unmasked Estep 
Score: -2907493.750000 Penalty: 4983.667969
	Iteration 2F: 3 clusters Score -2907494 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10818 members 
Mstep: Class 2 contains 12285 members 
Entering Unmasked Estep 
Score: -2908035.250000 Penalty: 4983.667969
	Iteration 3F: 3 clusters Score -2908035 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10287 members 
Mstep: Class 2 contains 12816 members 
Entering Unmasked Estep 
Score: -2908754.000000 Penalty: 4983.667969
	Iteration 4F: 3 clusters Score -2908754 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 13508 members 
Entering Unmasked Estep 
Score: -2909744.750000 Penalty: 4983.667969
	Iteration 5F: 3 clusters Score -2909745 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 14222 members 
Entering Unmasked Estep 
Score: -2910799.000000 Penalty: 4983.667969
	Iteration 6F: 3 clusters Score -2910799 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 14961 members 
Entering Unmasked Estep 
Score: -2911809.750000 Penalty: 4983.667969
	Iteration 7F: 3 clusters Score -2911810 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 15543 members 
Entering Unmasked Estep 
Score: -2912479.750000 Penalty: 4983.667969
	Iteration 8F: 3 clusters Score -2912480 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 15968 members 
Entering Unmasked Estep 
Score: -2912918.250000 Penalty: 4983.667969
	Iteration 9Q: 3 clusters Score -2912918 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 16298 members 
Entering Unmasked Estep 
Score: -2913157.000000 Penalty: 4983.667969
	Iteration 10Q: 3 clusters Score -2913157 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 16572 members 
Entering Unmasked Estep 
Score: -2913315.500000 Penalty: 4983.667969
	Iteration 11Q: 3 clusters Score -2913316 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 16795 members 
Entering Unmasked Estep 
Score: -2913435.250000 Penalty: 4983.667969
	Iteration 12Q: 3 clusters Score -2913435 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 17044 members 
Entering Unmasked Estep 
Score: -2913544.750000 Penalty: 4983.667969
	Iteration 13Q: 3 clusters Score -2913545 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 17292 members 
Entering Unmasked Estep 
Score: -2913639.000000 Penalty: 4983.667969
	Iteration 14Q: 3 clusters Score -2913639 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 17543 members 
Entering Unmasked Estep 
Score: -2913709.250000 Penalty: 4983.667969
	Iteration 15Q: 3 clusters Score -2913709 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 17796 members 
Entering Unmasked Estep 
Score: -2913809.500000 Penalty: 4983.667969
	Iteration 16Q: 3 clusters Score -2913810 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 18078 members 
Entering Unmasked Estep 
Score: -2913913.750000 Penalty: 4983.667969
	Iteration 17Q: 3 clusters Score -2913914 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 18370 members 
Entering Unmasked Estep 
Score: -2914015.750000 Penalty: 4983.667969
	Iteration 18Q: 3 clusters Score -2914016 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 18684 members 
Entering Unmasked Estep 
Score: -2914154.750000 Penalty: 4983.667969
	Iteration 19Q: 3 clusters Score -2914155 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 19019 members 
Entering Unmasked Estep 
Score: -2914279.750000 Penalty: 4983.667969
	Iteration 20F: 3 clusters Score -2914280 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 19360 members 
Entering Unmasked Estep 
Score: -2914428.750000 Penalty: 4983.667969
	Iteration 21Q: 3 clusters Score -2914429 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 19705 members 
Entering Unmasked Estep 
Score: -2914602.500000 Penalty: 4983.667969
	Iteration 22Q: 3 clusters Score -2914602 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 20050 members 
Entering Unmasked Estep 
Score: -2914750.750000 Penalty: 4983.667969
	Iteration 23Q: 3 clusters Score -2914751 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 20390 members 
Entering Unmasked Estep 
Score: -2914914.250000 Penalty: 4983.667969
	Iteration 24Q: 3 clusters Score -2914914 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 20684 members 
Entering Unmasked Estep 
Score: -2915069.750000 Penalty: 4983.667969
	Iteration 25Q: 3 clusters Score -2915070 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 20947 members 
Entering Unmasked Estep 
Score: -2915208.750000 Penalty: 4983.667969
	Iteration 26Q: 3 clusters Score -2915209 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 21143 members 
Entering Unmasked Estep 
Score: -2915291.500000 Penalty: 4983.667969
	Iteration 27Q: 3 clusters Score -2915292 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 21312 members 
Entering Unmasked Estep 
Score: -2915368.750000 Penalty: 4983.667969
	Iteration 28Q: 3 clusters Score -2915369 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 21453 members 
Entering Unmasked Estep 
Score: -2915430.250000 Penalty: 4983.667969
	Iteration 29Q: 3 clusters Score -2915430 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 21575 members 
Entering Unmasked Estep 
Score: -2915491.750000 Penalty: 4983.667969
	Iteration 30Q: 3 clusters Score -2915492 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 21672 members 
Entering Unmasked Estep 
Score: -2915531.250000 Penalty: 4983.667969
	Iteration 31Q: 3 clusters Score -2915531 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 21744 members 
Entering Unmasked Estep 
Score: -2915564.500000 Penalty: 4983.667969
	Iteration 32Q: 3 clusters Score -2915564 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 21817 members 
Entering Unmasked Estep 
Score: -2915586.000000 Penalty: 4983.667969
	Iteration 33Q: 3 clusters Score -2915586 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 21869 members 
Entering Unmasked Estep 
Score: -2915612.250000 Penalty: 4983.667969
	Iteration 34Q: 3 clusters Score -2915612 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 21912 members 
Entering Unmasked Estep 
Score: -2915617.000000 Penalty: 4983.667969
	Iteration 35Q: 3 clusters Score -2915617 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 21951 members 
Entering Unmasked Estep 
Score: -2915640.750000 Penalty: 4983.667969
	Iteration 36Q: 3 clusters Score -2915641 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 21981 members 
Entering Unmasked Estep 
Score: -2915658.500000 Penalty: 4983.667969
	Iteration 37Q: 3 clusters Score -2915658 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 22011 members 
Entering Unmasked Estep 
Score: -2915679.000000 Penalty: 4983.667969
	Iteration 38Q: 3 clusters Score -2915679 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 22039 members 
Entering Unmasked Estep 
Score: -2915694.500000 Penalty: 4983.667969
	Iteration 39Q: 3 clusters Score -2915694 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 22051 members 
Entering Unmasked Estep 
Score: -2915703.000000 Penalty: 4983.667969
	Iteration 40F: 3 clusters Score -2915703 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 22062 members 
Entering Unmasked Estep 
Score: -2915705.750000 Penalty: 4983.667969
	Iteration 41Q: 3 clusters Score -2915706 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 22072 members 
Entering Unmasked Estep 
Score: -2915707.500000 Penalty: 4983.667969
	Iteration 42Q: 3 clusters Score -2915708 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 22086 members 
Entering Unmasked Estep 
Score: -2915711.250000 Penalty: 4983.667969
	Iteration 43Q: 3 clusters Score -2915711 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 22097 members 
Entering Unmasked Estep 
Score: -2915717.250000 Penalty: 4983.667969
	Iteration 44Q: 3 clusters Score -2915717 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 22107 members 
Entering Unmasked Estep 
Score: -2915713.750000 Penalty: 4983.667969
	Iteration 45Q: 3 clusters Score -2915714 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 22114 members 
Entering Unmasked Estep 
Score: -2915713.750000 Penalty: 4983.667969
	Iteration 46Q: 3 clusters Score -2915714 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 22116 members 
Entering Unmasked Estep 
Score: -2915716.000000 Penalty: 4983.667969
	Iteration 47Q: 3 clusters Score -2915716 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 22121 members 
Entering Unmasked Estep 
Score: -2915718.750000 Penalty: 4983.667969
	Iteration 48Q: 3 clusters Score -2915719 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 22126 members 
Entering Unmasked Estep 
Score: -2915718.500000 Penalty: 4983.667969
	Iteration 49Q: 3 clusters Score -2915718 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 22132 members 
Entering Unmasked Estep 
Score: -2915722.250000 Penalty: 4983.667969
	Iteration 50Q: 3 clusters Score -2915722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 22135 members 
Entering Unmasked Estep 
Score: -2915727.250000 Penalty: 4983.667969
	Iteration 51Q: 3 clusters Score -2915727 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 22136 members 
Entering Unmasked Estep 
Score: -2915727.500000 Penalty: 4983.667969
	Iteration 52Q: 3 clusters Score -2915728 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 22136 members 
Entering Unmasked Estep 
Score: -2915727.500000 Penalty: 4983.667969
	Iteration 53F: 3 clusters Score -2915728 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Entering Unmasked Estep 
Score: -51356.449219 Penalty: 1561.225952
	Iteration 0F: 2 clusters Score -51356.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -49908.500000 Penalty: 3122.451904
	Iteration 0F: 3 clusters Score -49908.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -50328.441406 Penalty: 3122.451904
	Iteration 1F: 3 clusters Score -50328.44 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -50518.234375 Penalty: 3122.451904
	Iteration 2F: 3 clusters Score -50518.23 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -50618.218750 Penalty: 3122.451904
	Iteration 3F: 3 clusters Score -50618.22 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -50655.914062 Penalty: 3122.451904
	Iteration 4Q: 3 clusters Score -50655.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -50693.230469 Penalty: 3122.451904
	Iteration 5Q: 3 clusters Score -50693.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -50736.597656 Penalty: 3122.451904
	Iteration 6Q: 3 clusters Score -50736.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -50749.250000 Penalty: 3122.451904
	Iteration 7Q: 3 clusters Score -50749.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -50775.945312 Penalty: 3122.451904
	Iteration 8Q: 3 clusters Score -50775.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -50818.453125 Penalty: 3122.451904
	Iteration 9Q: 3 clusters Score -50818.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -50854.414062 Penalty: 3122.451904
	Iteration 10Q: 3 clusters Score -50854.41 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -50907.984375 Penalty: 3122.451904
	Iteration 11Q: 3 clusters Score -50907.98 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -50962.441406 Penalty: 3122.451904
	Iteration 12Q: 3 clusters Score -50962.44 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -50993.644531 Penalty: 3122.451904
	Iteration 13Q: 3 clusters Score -50993.64 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -51057.300781 Penalty: 3122.451904
	Iteration 14Q: 3 clusters Score -51057.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -51190.406250 Penalty: 3122.451904
	Iteration 15Q: 3 clusters Score -51190.41 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -51296.386719 Penalty: 3122.451904
	Iteration 16Q: 3 clusters Score -51296.39 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -51377.515625 Penalty: 3122.451904
	Iteration 17Q: 3 clusters Score -51377.52 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -51411.105469 Penalty: 3122.451904
	Iteration 18Q: 3 clusters Score -51411.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -51420.132812 Penalty: 3122.451904
	Iteration 19Q: 3 clusters Score -51420.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -51452.761719 Penalty: 3122.451904
	Iteration 20F: 3 clusters Score -51452.76 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -51636.445312 Penalty: 3122.451904
	Iteration 21Q: 3 clusters Score -51636.45 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -51819.933594 Penalty: 3122.451904
	Iteration 22Q: 3 clusters Score -51819.93 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -51948.019531 Penalty: 3122.451904
	Iteration 23Q: 3 clusters Score -51948.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -52119.921875 Penalty: 3122.451904
	Iteration 24Q: 3 clusters Score -52119.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -52185.210938 Penalty: 3122.451904
	Iteration 25Q: 3 clusters Score -52185.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -52246.234375 Penalty: 3122.451904
	Iteration 26Q: 3 clusters Score -52246.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -52300.613281 Penalty: 3122.451904
	Iteration 27Q: 3 clusters Score -52300.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -52333.789062 Penalty: 3122.451904
	Iteration 28Q: 3 clusters Score -52333.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -52349.851562 Penalty: 3122.451904
	Iteration 29Q: 3 clusters Score -52349.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -52375.562500 Penalty: 3122.451904
	Iteration 30Q: 3 clusters Score -52375.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -52424.015625 Penalty: 3122.451904
	Iteration 31Q: 3 clusters Score -52424.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -52437.742188 Penalty: 3122.451904
	Iteration 32Q: 3 clusters Score -52437.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -52452.640625 Penalty: 3122.451904
	Iteration 33Q: 3 clusters Score -52452.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -52485.992188 Penalty: 3122.451904
	Iteration 34Q: 3 clusters Score -52485.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -52500.429688 Penalty: 3122.451904
	Iteration 35Q: 3 clusters Score -52500.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -52567.105469 Penalty: 3122.451904
	Iteration 36Q: 3 clusters Score -52567.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -52588.496094 Penalty: 3122.451904
	Iteration 37Q: 3 clusters Score -52588.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -52589.363281 Penalty: 3122.451904
	Iteration 38Q: 3 clusters Score -52589.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -52592.089844 Penalty: 3122.451904
	Iteration 39F: 3 clusters Score -52592.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -52624.371094 Penalty: 3122.451904
	Iteration 40F: 3 clusters Score -52624.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -52642.949219 Penalty: 3122.451904
	Iteration 41Q: 3 clusters Score -52642.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -52642.949219 Penalty: 3122.451904
	Iteration 42F: 3 clusters Score -52642.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22632 members 
Mstep: Class 2 contains 4319 members 
Mstep: Class 3 contains 1071 members 
Mstep: Class 4 contains 223860 members 
Mstep: Class 5 contains 4104 members 
Mstep: Class 6 contains 2261 members 
Mstep: Class 7 contains 9374 members 
Mstep: Class 8 contains 13916 members 
Mstep: Class 9 contains 7479 members 
Mstep: Class 10 contains 27210 members 
Mstep: Class 11 contains 11615 members 
Mstep: Class 12 contains 1026 members 
Mstep: Class 13 contains 3524 members 
Mstep: Class 14 contains 36453 members 
Mstep: Class 15 contains 181263 members 
Mstep: Class 16 contains 23103 members 
Mstep: Class 17 contains 297 members 
Mstep: Class 18 contains 9965 members 
Mstep: Class 19 contains 164683 members 
Mstep: Class 20 contains 54998 members 
Mstep: Class 21 contains 2417 members 
Mstep: Class 22 contains 686 members 
Mstep: Class 23 contains 4373 members 
Mstep: Class 24 contains 3356 members 
Mstep: Class 25 contains 38536 members 
Mstep: Class 26 contains 60660 members 
Mstep: Class 27 contains 28778 members 
Mstep: Class 28 contains 470 members 
Mstep: Class 29 contains 42497 members 
Mstep: Class 30 contains 10774 members 
Mstep: Class 31 contains 6563 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8498 members 
Mstep: Class 34 contains 437 members 
Mstep: Class 35 contains 3422 members 
Mstep: Class 36 contains 8266 members 
Mstep: Class 37 contains 3932 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1886 members 
Mstep: Class 40 contains 19228 members 
Mstep: Class 41 contains 423 members 
Mstep: Class 42 contains 3007 members 
Mstep: Class 43 contains 3329 members 
Mstep: Class 44 contains 1399 members 
Mstep: Class 45 contains 22214 members 
Mstep: Class 46 contains 13088 members 
Mstep: Class 47 contains 306 members 
Mstep: Class 48 contains 7846 members 
Mstep: Class 49 contains 26839 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 620 members 
Mstep: Class 52 contains 309 members 
Mstep: Class 53 contains 3104 members 
Mstep: Class 54 contains 347 members 
Mstep: Class 55 contains 4828 members 
Mstep: Class 56 contains 17264 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 284 members 
Mstep: Class 60 contains 4833 members 
Mstep: Class 61 contains 1768 members 
Mstep: Class 62 contains 1052 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 8311 members 
Mstep: Class 65 contains 503 members 
Mstep: Class 66 contains 665 members 
Mstep: Class 67 contains 2651 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 221 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 8028 members 
Mstep: Class 75 contains 892 members 
Mstep: Class 76 contains 504 members 
Mstep: Class 77 contains 631 members 
Mstep: Class 78 contains 486 members 
Mstep: Class 79 contains 245 members 
Entering Unmasked Estep 
Score: -147546864.000000 Penalty: 274052.718750
Splitting cluster 17 changes total score from -147547408.000000 to -147546864.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (9965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Entering Unmasked Estep 
Score: -1265211.000000 Penalty: 2283.294678
	Iteration 0F: 2 clusters Score -1265211 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -1257625.250000 Penalty: 4566.589355
	Iteration 0F: 3 clusters Score -1257625 nChanged 4031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -1259791.625000 Penalty: 4566.589355
	Iteration 1F: 3 clusters Score -1259792 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -1260037.000000 Penalty: 4566.589355
	Iteration 2F: 3 clusters Score -1260037 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -1260201.375000 Penalty: 4566.589355
	Iteration 3Q: 3 clusters Score -1260201 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -1260336.500000 Penalty: 4566.589355
	Iteration 4Q: 3 clusters Score -1260336 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -1260449.625000 Penalty: 4566.589355
	Iteration 5Q: 3 clusters Score -1260450 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -1260555.375000 Penalty: 4566.589355
	Iteration 6Q: 3 clusters Score -1260555 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -1260651.125000 Penalty: 4566.589355
	Iteration 7Q: 3 clusters Score -1260651 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -1260749.875000 Penalty: 4566.589355
	Iteration 8Q: 3 clusters Score -1260750 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -1260860.000000 Penalty: 4566.589355
	Iteration 9Q: 3 clusters Score -1260860 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -1260979.250000 Penalty: 4566.589355
	Iteration 10Q: 3 clusters Score -1260979 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -1261102.125000 Penalty: 4566.589355
	Iteration 11Q: 3 clusters Score -1261102 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -1261247.125000 Penalty: 4566.589355
	Iteration 12Q: 3 clusters Score -1261247 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -1261384.000000 Penalty: 4566.589355
	Iteration 13Q: 3 clusters Score -1261384 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -1261557.000000 Penalty: 4566.589355
	Iteration 14Q: 3 clusters Score -1261557 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -1261744.750000 Penalty: 4566.589355
	Iteration 15Q: 3 clusters Score -1261745 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -1261962.375000 Penalty: 4566.589355
	Iteration 16Q: 3 clusters Score -1261962 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -1262180.125000 Penalty: 4566.589355
	Iteration 17Q: 3 clusters Score -1262180 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -1262356.375000 Penalty: 4566.589355
	Iteration 18Q: 3 clusters Score -1262356 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -1262492.000000 Penalty: 4566.589355
	Iteration 19Q: 3 clusters Score -1262492 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -1262602.750000 Penalty: 4566.589355
	Iteration 20F: 3 clusters Score -1262603 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -1262693.125000 Penalty: 4566.589355
	Iteration 21Q: 3 clusters Score -1262693 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -1262780.875000 Penalty: 4566.589355
	Iteration 22Q: 3 clusters Score -1262781 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -1262852.875000 Penalty: 4566.589355
	Iteration 23Q: 3 clusters Score -1262853 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -1262914.875000 Penalty: 4566.589355
	Iteration 24Q: 3 clusters Score -1262915 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -1262987.250000 Penalty: 4566.589355
	Iteration 25Q: 3 clusters Score -1262987 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -1263082.125000 Penalty: 4566.589355
	Iteration 26Q: 3 clusters Score -1263082 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -1263167.125000 Penalty: 4566.589355
	Iteration 27Q: 3 clusters Score -1263167 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -1263257.125000 Penalty: 4566.589355
	Iteration 28Q: 3 clusters Score -1263257 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -1263360.875000 Penalty: 4566.589355
	Iteration 29Q: 3 clusters Score -1263361 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -1263458.875000 Penalty: 4566.589355
	Iteration 30Q: 3 clusters Score -1263459 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -1263517.125000 Penalty: 4566.589355
	Iteration 31Q: 3 clusters Score -1263517 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -1263567.000000 Penalty: 4566.589355
	Iteration 32Q: 3 clusters Score -1263567 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -1263605.125000 Penalty: 4566.589355
	Iteration 33Q: 3 clusters Score -1263605 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -1263628.125000 Penalty: 4566.589355
	Iteration 34Q: 3 clusters Score -1263628 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -1263638.750000 Penalty: 4566.589355
	Iteration 35Q: 3 clusters Score -1263639 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -1263647.875000 Penalty: 4566.589355
	Iteration 36Q: 3 clusters Score -1263648 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -1263653.125000 Penalty: 4566.589355
	Iteration 37Q: 3 clusters Score -1263653 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -1263653.625000 Penalty: 4566.589355
	Iteration 38Q: 3 clusters Score -1263654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -1263652.750000 Penalty: 4566.589355
	Iteration 39Q: 3 clusters Score -1263653 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
Score: -1263653.000000 Penalty: 4566.589355
	Iteration 40F: 3 clusters Score -1263653 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
Score: -1263655.625000 Penalty: 4566.589355
	Iteration 41Q: 3 clusters Score -1263656 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
Score: -1263656.375000 Penalty: 4566.589355
	Iteration 42Q: 3 clusters Score -1263656 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
Score: -1263656.375000 Penalty: 4566.589355
	Iteration 43F: 3 clusters Score -1263656 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (164683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164683 members 
Entering Unmasked Estep 
Score: -21094566.000000 Penalty: 2978.920898
	Iteration 0F: 2 clusters Score -2.109457e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82183 members 
Mstep: Class 2 contains 82500 members 
Entering Unmasked Estep 
Score: -20983952.000000 Penalty: 5957.841797
	Iteration 0F: 3 clusters Score -2.098395e+07 nChanged 79004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81183 members 
Mstep: Class 2 contains 83500 members 
Entering Unmasked Estep 
Score: -21029850.000000 Penalty: 5957.841797
	Iteration 1F: 3 clusters Score -2.102985e+07 nChanged 4856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80865 members 
Mstep: Class 2 contains 83818 members 
Entering Unmasked Estep 
Score: -21031136.000000 Penalty: 5957.841797
	Iteration 2Q: 3 clusters Score -2.103114e+07 nChanged 5102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80513 members 
Mstep: Class 2 contains 84170 members 
Entering Unmasked Estep 
Score: -21032296.000000 Penalty: 5957.841797
	Iteration 3Q: 3 clusters Score -2.10323e+07 nChanged 5300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79985 members 
Mstep: Class 2 contains 84698 members 
Entering Unmasked Estep 
Score: -21033898.000000 Penalty: 5957.841797
	Iteration 4Q: 3 clusters Score -2.10339e+07 nChanged 5636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79127 members 
Mstep: Class 2 contains 85556 members 
Entering Unmasked Estep 
Score: -21035630.000000 Penalty: 5957.841797
	Iteration 5Q: 3 clusters Score -2.103563e+07 nChanged 5942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77777 members 
Mstep: Class 2 contains 86906 members 
Entering Unmasked Estep 
Score: -21037482.000000 Penalty: 5957.841797
	Iteration 6Q: 3 clusters Score -2.103748e+07 nChanged 6141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75690 members 
Mstep: Class 2 contains 88993 members 
Entering Unmasked Estep 
Score: -21039544.000000 Penalty: 5957.841797
	Iteration 7Q: 3 clusters Score -2.103954e+07 nChanged 6481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72411 members 
Mstep: Class 2 contains 92272 members 
Entering Unmasked Estep 
Score: -21042222.000000 Penalty: 5957.841797
	Iteration 8Q: 3 clusters Score -2.104222e+07 nChanged 6869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67698 members 
Mstep: Class 2 contains 96985 members 
Entering Unmasked Estep 
Score: -21045268.000000 Penalty: 5957.841797
	Iteration 9Q: 3 clusters Score -2.104527e+07 nChanged 7697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61307 members 
Mstep: Class 2 contains 103376 members 
Entering Unmasked Estep 
Score: -21049508.000000 Penalty: 5957.841797
	Iteration 10Q: 3 clusters Score -2.104951e+07 nChanged 8525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53276 members 
Mstep: Class 2 contains 111407 members 
Entering Unmasked Estep 
Score: -21054506.000000 Penalty: 5957.841797
	Iteration 11F: 3 clusters Score -2.105451e+07 nChanged 9547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43879 members 
Mstep: Class 2 contains 120804 members 
Entering Unmasked Estep 
Score: -21060780.000000 Penalty: 5957.841797
	Iteration 12F: 3 clusters Score -2.106078e+07 nChanged 10256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33653 members 
Mstep: Class 2 contains 131030 members 
Entering Unmasked Estep 
Score: -21067890.000000 Penalty: 5957.841797
	Iteration 13F: 3 clusters Score -2.106789e+07 nChanged 10084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23575 members 
Mstep: Class 2 contains 141108 members 
Entering Unmasked Estep 
Score: -21075376.000000 Penalty: 5957.841797
	Iteration 14F: 3 clusters Score -2.107538e+07 nChanged 8511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15068 members 
Mstep: Class 2 contains 149615 members 
Entering Unmasked Estep 
Score: -21081754.000000 Penalty: 5957.841797
	Iteration 15F: 3 clusters Score -2.108175e+07 nChanged 6124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 155737 members 
Entering Unmasked Estep 
Score: -21086216.000000 Penalty: 5957.841797
	Iteration 16Q: 3 clusters Score -2.108622e+07 nChanged 3762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 159499 members 
Entering Unmasked Estep 
Score: -21088810.000000 Penalty: 5957.841797
	Iteration 17Q: 3 clusters Score -2.108881e+07 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 161597 members 
Entering Unmasked Estep 
Score: -21090168.000000 Penalty: 5957.841797
	Iteration 18Q: 3 clusters Score -2.109017e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 162699 members 
Entering Unmasked Estep 
Score: -21090936.000000 Penalty: 5957.841797
	Iteration 19Q: 3 clusters Score -2.109094e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 163293 members 
Entering Unmasked Estep 
Score: -21091344.000000 Penalty: 5957.841797
	Iteration 20F: 3 clusters Score -2.109134e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 163586 members 
Entering Unmasked Estep 
Score: -21091552.000000 Penalty: 5957.841797
	Iteration 21Q: 3 clusters Score -2.109155e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 163758 members 
Entering Unmasked Estep 
Score: -21091686.000000 Penalty: 5957.841797
	Iteration 22Q: 3 clusters Score -2.109169e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 163869 members 
Entering Unmasked Estep 
Score: -21091766.000000 Penalty: 5957.841797
	Iteration 23Q: 3 clusters Score -2.109177e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 163932 members 
Entering Unmasked Estep 
Score: -21091854.000000 Penalty: 5957.841797
	Iteration 24Q: 3 clusters Score -2.109185e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 163966 members 
Entering Unmasked Estep 
Score: -21091902.000000 Penalty: 5957.841797
	Iteration 25Q: 3 clusters Score -2.10919e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 164000 members 
Entering Unmasked Estep 
Score: -21091944.000000 Penalty: 5957.841797
	Iteration 26Q: 3 clusters Score -2.109194e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 164017 members 
Entering Unmasked Estep 
Score: -21091962.000000 Penalty: 5957.841797
	Iteration 27Q: 3 clusters Score -2.109196e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 164035 members 
Entering Unmasked Estep 
Score: -21091964.000000 Penalty: 5957.841797
	Iteration 28Q: 3 clusters Score -2.109196e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 164050 members 
Entering Unmasked Estep 
Score: -21091990.000000 Penalty: 5957.841797
	Iteration 29Q: 3 clusters Score -2.109199e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 164057 members 
Entering Unmasked Estep 
Score: -21092004.000000 Penalty: 5957.841797
	Iteration 30Q: 3 clusters Score -2.1092e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 164066 members 
Entering Unmasked Estep 
Score: -21092020.000000 Penalty: 5957.841797
	Iteration 31Q: 3 clusters Score -2.109202e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 164078 members 
Entering Unmasked Estep 
Score: -21092022.000000 Penalty: 5957.841797
	Iteration 32Q: 3 clusters Score -2.109202e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 164086 members 
Entering Unmasked Estep 
Score: -21092018.000000 Penalty: 5957.841797
	Iteration 33Q: 3 clusters Score -2.109202e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 164086 members 
Entering Unmasked Estep 
Score: -21092052.000000 Penalty: 5957.841797
	Iteration 34Q: 3 clusters Score -2.109205e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 164090 members 
Entering Unmasked Estep 
Score: -21092040.000000 Penalty: 5957.841797
	Iteration 35Q: 3 clusters Score -2.109204e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 164093 members 
Entering Unmasked Estep 
Score: -21092036.000000 Penalty: 5957.841797
	Iteration 36Q: 3 clusters Score -2.109204e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 164096 members 
Entering Unmasked Estep 
Score: -21092038.000000 Penalty: 5957.841797
	Iteration 37Q: 3 clusters Score -2.109204e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 164098 members 
Entering Unmasked Estep 
Score: -21092034.000000 Penalty: 5957.841797
	Iteration 38Q: 3 clusters Score -2.109203e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 164099 members 
Entering Unmasked Estep 
Score: -21092034.000000 Penalty: 5957.841797
	Iteration 39Q: 3 clusters Score -2.109203e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 164100 members 
Entering Unmasked Estep 
Score: -21092032.000000 Penalty: 5957.841797
	Iteration 40F: 3 clusters Score -2.109203e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 164099 members 
Entering Unmasked Estep 
Score: -21092036.000000 Penalty: 5957.841797
	Iteration 41Q: 3 clusters Score -2.109204e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 164097 members 
Entering Unmasked Estep 
Score: -21092032.000000 Penalty: 5957.841797
	Iteration 42Q: 3 clusters Score -2.109203e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 164097 members 
Entering Unmasked Estep 
Score: -21092032.000000 Penalty: 5957.841797
	Iteration 43F: 3 clusters Score -2.109203e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (54998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54998 members 
Entering Unmasked Estep 
Score: -6592303.500000 Penalty: 2706.933105
	Iteration 0F: 2 clusters Score -6592304 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27228 members 
Mstep: Class 2 contains 27770 members 
Entering Unmasked Estep 
Score: -6555392.000000 Penalty: 5413.866211
	Iteration 0F: 3 clusters Score -6555392 nChanged 25426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25422 members 
Mstep: Class 2 contains 29576 members 
Entering Unmasked Estep 
Score: -6570130.000000 Penalty: 5413.866211
	Iteration 1F: 3 clusters Score -6570130 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24352 members 
Mstep: Class 2 contains 30646 members 
Entering Unmasked Estep 
Score: -6571124.500000 Penalty: 5413.866211
	Iteration 2Q: 3 clusters Score -6571124 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22778 members 
Mstep: Class 2 contains 32220 members 
Entering Unmasked Estep 
Score: -6572397.500000 Penalty: 5413.866211
	Iteration 3F: 3 clusters Score -6572398 nChanged 3139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20655 members 
Mstep: Class 2 contains 34343 members 
Entering Unmasked Estep 
Score: -6574181.000000 Penalty: 5413.866211
	Iteration 4F: 3 clusters Score -6574181 nChanged 3509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17852 members 
Mstep: Class 2 contains 37146 members 
Entering Unmasked Estep 
Score: -6576458.500000 Penalty: 5413.866211
	Iteration 5F: 3 clusters Score -6576458 nChanged 3878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14442 members 
Mstep: Class 2 contains 40556 members 
Entering Unmasked Estep 
Score: -6579706.000000 Penalty: 5413.866211
	Iteration 6F: 3 clusters Score -6579706 nChanged 3809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10969 members 
Mstep: Class 2 contains 44029 members 
Entering Unmasked Estep 
Score: -6583185.500000 Penalty: 5413.866211
	Iteration 7F: 3 clusters Score -6583186 nChanged 3127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 46940 members 
Entering Unmasked Estep 
Score: -6586315.500000 Penalty: 5413.866211
	Iteration 8F: 3 clusters Score -6586316 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 48939 members 
Entering Unmasked Estep 
Score: -6588604.500000 Penalty: 5413.866211
	Iteration 9Q: 3 clusters Score -6588604 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 50001 members 
Entering Unmasked Estep 
Score: -6589788.500000 Penalty: 5413.866211
	Iteration 10Q: 3 clusters Score -6589788 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 50576 members 
Entering Unmasked Estep 
Score: -6590361.000000 Penalty: 5413.866211
	Iteration 11Q: 3 clusters Score -6590361 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 50949 members 
Entering Unmasked Estep 
Score: -6590683.000000 Penalty: 5413.866211
	Iteration 12Q: 3 clusters Score -6590683 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 51236 members 
Entering Unmasked Estep 
Score: -6590865.000000 Penalty: 5413.866211
	Iteration 13Q: 3 clusters Score -6590865 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 51449 members 
Entering Unmasked Estep 
Score: -6590956.500000 Penalty: 5413.866211
	Iteration 14Q: 3 clusters Score -6590956 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 51609 members 
Entering Unmasked Estep 
Score: -6591025.500000 Penalty: 5413.866211
	Iteration 15Q: 3 clusters Score -6591026 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 51740 members 
Entering Unmasked Estep 
Score: -6591082.000000 Penalty: 5413.866211
	Iteration 16Q: 3 clusters Score -6591082 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 51845 members 
Entering Unmasked Estep 
Score: -6591122.000000 Penalty: 5413.866211
	Iteration 17Q: 3 clusters Score -6591122 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 51931 members 
Entering Unmasked Estep 
Score: -6591162.000000 Penalty: 5413.866211
	Iteration 18Q: 3 clusters Score -6591162 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 52011 members 
Entering Unmasked Estep 
Score: -6591218.500000 Penalty: 5413.866211
	Iteration 19Q: 3 clusters Score -6591218 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 52071 members 
Entering Unmasked Estep 
Score: -6591237.000000 Penalty: 5413.866211
	Iteration 20F: 3 clusters Score -6591237 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 52113 members 
Entering Unmasked Estep 
Score: -6591231.500000 Penalty: 5413.866211
	Iteration 21Q: 3 clusters Score -6591232 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 52160 members 
Entering Unmasked Estep 
Score: -6591248.500000 Penalty: 5413.866211
	Iteration 22Q: 3 clusters Score -6591248 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 52199 members 
Entering Unmasked Estep 
Score: -6591267.500000 Penalty: 5413.866211
	Iteration 23Q: 3 clusters Score -6591268 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 52234 members 
Entering Unmasked Estep 
Score: -6591283.500000 Penalty: 5413.866211
	Iteration 24Q: 3 clusters Score -6591284 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 52277 members 
Entering Unmasked Estep 
Score: -6591289.000000 Penalty: 5413.866211
	Iteration 25Q: 3 clusters Score -6591289 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 52301 members 
Entering Unmasked Estep 
Score: -6591307.500000 Penalty: 5413.866211
	Iteration 26Q: 3 clusters Score -6591308 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 52334 members 
Entering Unmasked Estep 
Score: -6591310.500000 Penalty: 5413.866211
	Iteration 27Q: 3 clusters Score -6591310 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 52362 members 
Entering Unmasked Estep 
Score: -6591318.500000 Penalty: 5413.866211
	Iteration 28Q: 3 clusters Score -6591318 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 52386 members 
Entering Unmasked Estep 
Score: -6591337.000000 Penalty: 5413.866211
	Iteration 29Q: 3 clusters Score -6591337 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 52409 members 
Entering Unmasked Estep 
Score: -6591340.000000 Penalty: 5413.866211
	Iteration 30Q: 3 clusters Score -6591340 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 52432 members 
Entering Unmasked Estep 
Score: -6591336.500000 Penalty: 5413.866211
	Iteration 31Q: 3 clusters Score -6591336 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 52453 members 
Entering Unmasked Estep 
Score: -6591337.000000 Penalty: 5413.866211
	Iteration 32Q: 3 clusters Score -6591337 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 52470 members 
Entering Unmasked Estep 
Score: -6591342.500000 Penalty: 5413.866211
	Iteration 33Q: 3 clusters Score -6591342 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 52486 members 
Entering Unmasked Estep 
Score: -6591349.000000 Penalty: 5413.866211
	Iteration 34Q: 3 clusters Score -6591349 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 52496 members 
Entering Unmasked Estep 
Score: -6591353.000000 Penalty: 5413.866211
	Iteration 35Q: 3 clusters Score -6591353 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 52511 members 
Entering Unmasked Estep 
Score: -6591351.500000 Penalty: 5413.866211
	Iteration 36Q: 3 clusters Score -6591352 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 52525 members 
Entering Unmasked Estep 
Score: -6591352.000000 Penalty: 5413.866211
	Iteration 37Q: 3 clusters Score -6591352 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 52528 members 
Entering Unmasked Estep 
Score: -6591348.500000 Penalty: 5413.866211
	Iteration 38Q: 3 clusters Score -6591348 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 52535 members 
Entering Unmasked Estep 
Score: -6591354.000000 Penalty: 5413.866211
	Iteration 39Q: 3 clusters Score -6591354 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 52540 members 
Entering Unmasked Estep 
Score: -6591348.000000 Penalty: 5413.866211
	Iteration 40F: 3 clusters Score -6591348 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 52543 members 
Entering Unmasked Estep 
Score: -6591353.500000 Penalty: 5413.866211
	Iteration 41Q: 3 clusters Score -6591354 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 52548 members 
Entering Unmasked Estep 
Score: -6591342.500000 Penalty: 5413.866211
	Iteration 42Q: 3 clusters Score -6591342 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 52552 members 
Entering Unmasked Estep 
Score: -6591343.500000 Penalty: 5413.866211
	Iteration 43Q: 3 clusters Score -6591344 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 52555 members 
Entering Unmasked Estep 
Score: -6591354.000000 Penalty: 5413.866211
	Iteration 44Q: 3 clusters Score -6591354 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 52563 members 
Entering Unmasked Estep 
Score: -6591350.000000 Penalty: 5413.866211
	Iteration 45Q: 3 clusters Score -6591350 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 52567 members 
Entering Unmasked Estep 
Score: -6591354.500000 Penalty: 5413.866211
	Iteration 46Q: 3 clusters Score -6591354 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 52571 members 
Entering Unmasked Estep 
Score: -6591348.500000 Penalty: 5413.866211
	Iteration 47Q: 3 clusters Score -6591348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 52574 members 
Entering Unmasked Estep 
Score: -6591351.000000 Penalty: 5413.866211
	Iteration 48Q: 3 clusters Score -6591351 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 52575 members 
Entering Unmasked Estep 
Score: -6591355.000000 Penalty: 5413.866211
	Iteration 49Q: 3 clusters Score -6591355 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 52575 members 
Entering Unmasked Estep 
Score: -6591355.000000 Penalty: 5413.866211
	Iteration 50F: 3 clusters Score -6591355 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Entering Unmasked Estep 
Score: -301743.250000 Penalty: 1931.989990
	Iteration 0F: 2 clusters Score -301743.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -298853.468750 Penalty: 3863.979980
	Iteration 0F: 3 clusters Score -298853.5 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -299428.062500 Penalty: 3863.979980
	Iteration 1F: 3 clusters Score -299428.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -299623.531250 Penalty: 3863.979980
	Iteration 2F: 3 clusters Score -299623.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -299757.468750 Penalty: 3863.979980
	Iteration 3F: 3 clusters Score -299757.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -299889.406250 Penalty: 3863.979980
	Iteration 4F: 3 clusters Score -299889.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -300051.937500 Penalty: 3863.979980
	Iteration 5Q: 3 clusters Score -300051.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -300230.687500 Penalty: 3863.979980
	Iteration 6F: 3 clusters Score -300230.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -300435.531250 Penalty: 3863.979980
	Iteration 7Q: 3 clusters Score -300435.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -300696.843750 Penalty: 3863.979980
	Iteration 8Q: 3 clusters Score -300696.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -300859.531250 Penalty: 3863.979980
	Iteration 9Q: 3 clusters Score -300859.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -300925.468750 Penalty: 3863.979980
	Iteration 10Q: 3 clusters Score -300925.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -300969.437500 Penalty: 3863.979980
	Iteration 11Q: 3 clusters Score -300969.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -300993.875000 Penalty: 3863.979980
	Iteration 12Q: 3 clusters Score -300993.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -301011.937500 Penalty: 3863.979980
	Iteration 13Q: 3 clusters Score -301011.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -301029.250000 Penalty: 3863.979980
	Iteration 14Q: 3 clusters Score -301029.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -301039.281250 Penalty: 3863.979980
	Iteration 15Q: 3 clusters Score -301039.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -301046.875000 Penalty: 3863.979980
	Iteration 16Q: 3 clusters Score -301046.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -301052.187500 Penalty: 3863.979980
	Iteration 17Q: 3 clusters Score -301052.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -301053.125000 Penalty: 3863.979980
	Iteration 18Q: 3 clusters Score -301053.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -301055.656250 Penalty: 3863.979980
	Iteration 19Q: 3 clusters Score -301055.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -301057.000000 Penalty: 3863.979980
	Iteration 20F: 3 clusters Score -301057 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -301057.968750 Penalty: 3863.979980
	Iteration 21Q: 3 clusters Score -301058 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -301057.968750 Penalty: 3863.979980
	Iteration 22F: 3 clusters Score -301058 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Entering Unmasked Estep 
Score: -102341.445312 Penalty: 1619.657593
	Iteration 0F: 2 clusters Score -102341.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -100820.039062 Penalty: 3239.315186
	Iteration 0F: 3 clusters Score -100820 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -101564.187500 Penalty: 3239.315186
	Iteration 1F: 3 clusters Score -101564.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -102273.093750 Penalty: 3239.315186
	Iteration 2F: 3 clusters Score -102273.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -102890.960938 Penalty: 3239.315186
	Iteration 3F: 3 clusters Score -102891 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -103255.343750 Penalty: 3239.315186
	Iteration 4F: 3 clusters Score -103255.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -103421.218750 Penalty: 3239.315186
	Iteration 5Q: 3 clusters Score -103421.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -103551.703125 Penalty: 3239.315186
	Iteration 6Q: 3 clusters Score -103551.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -103770.929688 Penalty: 3239.315186
	Iteration 7Q: 3 clusters Score -103770.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -103797.531250 Penalty: 3239.315186
	Iteration 8Q: 3 clusters Score -103797.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -103807.226562 Penalty: 3239.315186
	Iteration 9Q: 3 clusters Score -103807.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -103812.367188 Penalty: 3239.315186
	Iteration 10Q: 3 clusters Score -103812.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -103816.796875 Penalty: 3239.315186
	Iteration 11Q: 3 clusters Score -103816.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -103820.320312 Penalty: 3239.315186
	Iteration 12Q: 3 clusters Score -103820.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -103838.367188 Penalty: 3239.315186
	Iteration 13Q: 3 clusters Score -103838.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -103861.500000 Penalty: 3239.315186
	Iteration 14Q: 3 clusters Score -103861.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -103999.710938 Penalty: 3239.315186
	Iteration 15Q: 3 clusters Score -103999.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -104027.132812 Penalty: 3239.315186
	Iteration 16Q: 3 clusters Score -104027.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -104027.132812 Penalty: 3239.315186
	Iteration 17F: 3 clusters Score -104027.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22632 members 
Mstep: Class 2 contains 4319 members 
Mstep: Class 3 contains 1071 members 
Mstep: Class 4 contains 223860 members 
Mstep: Class 5 contains 4104 members 
Mstep: Class 6 contains 2261 members 
Mstep: Class 7 contains 9374 members 
Mstep: Class 8 contains 13916 members 
Mstep: Class 9 contains 7479 members 
Mstep: Class 10 contains 27210 members 
Mstep: Class 11 contains 11615 members 
Mstep: Class 12 contains 1026 members 
Mstep: Class 13 contains 3524 members 
Mstep: Class 14 contains 36453 members 
Mstep: Class 15 contains 181263 members 
Mstep: Class 16 contains 23103 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 9965 members 
Mstep: Class 19 contains 164683 members 
Mstep: Class 20 contains 54998 members 
Mstep: Class 21 contains 2417 members 
Mstep: Class 22 contains 376 members 
Mstep: Class 23 contains 4373 members 
Mstep: Class 24 contains 3356 members 
Mstep: Class 25 contains 38536 members 
Mstep: Class 26 contains 60660 members 
Mstep: Class 27 contains 28778 members 
Mstep: Class 28 contains 470 members 
Mstep: Class 29 contains 42497 members 
Mstep: Class 30 contains 10774 members 
Mstep: Class 31 contains 6563 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8498 members 
Mstep: Class 34 contains 437 members 
Mstep: Class 35 contains 3422 members 
Mstep: Class 36 contains 8266 members 
Mstep: Class 37 contains 3932 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1886 members 
Mstep: Class 40 contains 19228 members 
Mstep: Class 41 contains 423 members 
Mstep: Class 42 contains 3007 members 
Mstep: Class 43 contains 3329 members 
Mstep: Class 44 contains 1399 members 
Mstep: Class 45 contains 22214 members 
Mstep: Class 46 contains 13088 members 
Mstep: Class 47 contains 306 members 
Mstep: Class 48 contains 7846 members 
Mstep: Class 49 contains 26839 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 620 members 
Mstep: Class 52 contains 309 members 
Mstep: Class 53 contains 3104 members 
Mstep: Class 54 contains 347 members 
Mstep: Class 55 contains 4828 members 
Mstep: Class 56 contains 17264 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 284 members 
Mstep: Class 60 contains 4833 members 
Mstep: Class 61 contains 1768 members 
Mstep: Class 62 contains 1052 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 8311 members 
Mstep: Class 65 contains 503 members 
Mstep: Class 66 contains 665 members 
Mstep: Class 67 contains 2651 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 221 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 8028 members 
Mstep: Class 75 contains 892 members 
Mstep: Class 76 contains 504 members 
Mstep: Class 77 contains 631 members 
Mstep: Class 78 contains 486 members 
Mstep: Class 79 contains 310 members 
Entering Unmasked Estep 
Score: -147547200.000000 Penalty: 274052.718750
Splitting cluster 22 changes total score from -147547408.000000 to -147547200.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (4373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Entering Unmasked Estep 
Score: -534920.125000 Penalty: 2079.034668
	Iteration 0F: 2 clusters Score -534920.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -530792.687500 Penalty: 4158.069336
	Iteration 0F: 3 clusters Score -530792.7 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -531791.437500 Penalty: 4158.069336
	Iteration 1F: 3 clusters Score -531791.4 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -532106.875000 Penalty: 4158.069336
	Iteration 2F: 3 clusters Score -532106.9 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -532426.500000 Penalty: 4158.069336
	Iteration 3F: 3 clusters Score -532426.5 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -532771.562500 Penalty: 4158.069336
	Iteration 4F: 3 clusters Score -532771.6 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -533114.375000 Penalty: 4158.069336
	Iteration 5F: 3 clusters Score -533114.4 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -533368.875000 Penalty: 4158.069336
	Iteration 6F: 3 clusters Score -533368.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -533534.875000 Penalty: 4158.069336
	Iteration 7Q: 3 clusters Score -533534.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -533651.625000 Penalty: 4158.069336
	Iteration 8Q: 3 clusters Score -533651.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -533709.562500 Penalty: 4158.069336
	Iteration 9Q: 3 clusters Score -533709.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -533746.250000 Penalty: 4158.069336
	Iteration 10Q: 3 clusters Score -533746.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -533777.062500 Penalty: 4158.069336
	Iteration 11Q: 3 clusters Score -533777.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -533795.375000 Penalty: 4158.069336
	Iteration 12Q: 3 clusters Score -533795.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -533807.562500 Penalty: 4158.069336
	Iteration 13Q: 3 clusters Score -533807.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -533817.875000 Penalty: 4158.069336
	Iteration 14Q: 3 clusters Score -533817.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -533829.687500 Penalty: 4158.069336
	Iteration 15Q: 3 clusters Score -533829.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -533844.375000 Penalty: 4158.069336
	Iteration 16Q: 3 clusters Score -533844.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -533857.500000 Penalty: 4158.069336
	Iteration 17Q: 3 clusters Score -533857.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -533866.312500 Penalty: 4158.069336
	Iteration 18Q: 3 clusters Score -533866.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -533871.937500 Penalty: 4158.069336
	Iteration 19Q: 3 clusters Score -533871.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -533877.687500 Penalty: 4158.069336
	Iteration 20F: 3 clusters Score -533877.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -533880.750000 Penalty: 4158.069336
	Iteration 21Q: 3 clusters Score -533880.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -533886.437500 Penalty: 4158.069336
	Iteration 22Q: 3 clusters Score -533886.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -533891.250000 Penalty: 4158.069336
	Iteration 23Q: 3 clusters Score -533891.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -533893.562500 Penalty: 4158.069336
	Iteration 24Q: 3 clusters Score -533893.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -533896.312500 Penalty: 4158.069336
	Iteration 25Q: 3 clusters Score -533896.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -533897.312500 Penalty: 4158.069336
	Iteration 26Q: 3 clusters Score -533897.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -533899.562500 Penalty: 4158.069336
	Iteration 27Q: 3 clusters Score -533899.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -533901.187500 Penalty: 4158.069336
	Iteration 28Q: 3 clusters Score -533901.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -533906.812500 Penalty: 4158.069336
	Iteration 29Q: 3 clusters Score -533906.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -533909.250000 Penalty: 4158.069336
	Iteration 30Q: 3 clusters Score -533909.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -533909.875000 Penalty: 4158.069336
	Iteration 31Q: 3 clusters Score -533909.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -533911.312500 Penalty: 4158.069336
	Iteration 32Q: 3 clusters Score -533911.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -533910.812500 Penalty: 4158.069336
	Iteration 33Q: 3 clusters Score -533910.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -533912.187500 Penalty: 4158.069336
	Iteration 34Q: 3 clusters Score -533912.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -533912.687500 Penalty: 4158.069336
	Iteration 35Q: 3 clusters Score -533912.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -533912.812500 Penalty: 4158.069336
	Iteration 36Q: 3 clusters Score -533912.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -533912.812500 Penalty: 4158.069336
	Iteration 37F: 3 clusters Score -533912.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (3356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Entering Unmasked Estep 
Score: -364492.625000 Penalty: 2013.389404
	Iteration 0F: 2 clusters Score -364492.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -361066.250000 Penalty: 4026.778809
	Iteration 0F: 3 clusters Score -361066.2 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -361981.875000 Penalty: 4026.778809
	Iteration 1F: 3 clusters Score -361981.9 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -362287.937500 Penalty: 4026.778809
	Iteration 2F: 3 clusters Score -362287.9 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -362497.750000 Penalty: 4026.778809
	Iteration 3F: 3 clusters Score -362497.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -362620.968750 Penalty: 4026.778809
	Iteration 4Q: 3 clusters Score -362621 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -362712.156250 Penalty: 4026.778809
	Iteration 5Q: 3 clusters Score -362712.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -362793.250000 Penalty: 4026.778809
	Iteration 6Q: 3 clusters Score -362793.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -362858.000000 Penalty: 4026.778809
	Iteration 7Q: 3 clusters Score -362858 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -362915.062500 Penalty: 4026.778809
	Iteration 8Q: 3 clusters Score -362915.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -362983.093750 Penalty: 4026.778809
	Iteration 9Q: 3 clusters Score -362983.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -363035.500000 Penalty: 4026.778809
	Iteration 10Q: 3 clusters Score -363035.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -363078.687500 Penalty: 4026.778809
	Iteration 11Q: 3 clusters Score -363078.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -363120.500000 Penalty: 4026.778809
	Iteration 12Q: 3 clusters Score -363120.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -363152.187500 Penalty: 4026.778809
	Iteration 13Q: 3 clusters Score -363152.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -363181.156250 Penalty: 4026.778809
	Iteration 14Q: 3 clusters Score -363181.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -363200.531250 Penalty: 4026.778809
	Iteration 15Q: 3 clusters Score -363200.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -363217.281250 Penalty: 4026.778809
	Iteration 16Q: 3 clusters Score -363217.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -363224.250000 Penalty: 4026.778809
	Iteration 17Q: 3 clusters Score -363224.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -363229.406250 Penalty: 4026.778809
	Iteration 18Q: 3 clusters Score -363229.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -363236.531250 Penalty: 4026.778809
	Iteration 19Q: 3 clusters Score -363236.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -363243.281250 Penalty: 4026.778809
	Iteration 20F: 3 clusters Score -363243.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -363252.000000 Penalty: 4026.778809
	Iteration 21Q: 3 clusters Score -363252 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -363265.375000 Penalty: 4026.778809
	Iteration 22Q: 3 clusters Score -363265.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -363280.906250 Penalty: 4026.778809
	Iteration 23Q: 3 clusters Score -363280.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -363292.187500 Penalty: 4026.778809
	Iteration 24Q: 3 clusters Score -363292.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -363303.781250 Penalty: 4026.778809
	Iteration 25Q: 3 clusters Score -363303.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -363315.000000 Penalty: 4026.778809
	Iteration 26Q: 3 clusters Score -363315 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -363323.062500 Penalty: 4026.778809
	Iteration 27Q: 3 clusters Score -363323.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -363328.843750 Penalty: 4026.778809
	Iteration 28Q: 3 clusters Score -363328.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -363330.968750 Penalty: 4026.778809
	Iteration 29Q: 3 clusters Score -363331 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -363334.562500 Penalty: 4026.778809
	Iteration 30Q: 3 clusters Score -363334.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -363337.031250 Penalty: 4026.778809
	Iteration 31Q: 3 clusters Score -363337 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -363342.718750 Penalty: 4026.778809
	Iteration 32Q: 3 clusters Score -363342.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -363347.593750 Penalty: 4026.778809
	Iteration 33Q: 3 clusters Score -363347.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -363350.625000 Penalty: 4026.778809
	Iteration 34Q: 3 clusters Score -363350.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -363356.031250 Penalty: 4026.778809
	Iteration 35Q: 3 clusters Score -363356 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -363358.406250 Penalty: 4026.778809
	Iteration 36Q: 3 clusters Score -363358.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -363362.218750 Penalty: 4026.778809
	Iteration 37Q: 3 clusters Score -363362.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -363365.218750 Penalty: 4026.778809
	Iteration 38Q: 3 clusters Score -363365.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -363365.781250 Penalty: 4026.778809
	Iteration 39Q: 3 clusters Score -363365.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -363365.781250 Penalty: 4026.778809
	Iteration 40F: 3 clusters Score -363365.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (38536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38536 members 
Entering Unmasked Estep 
Score: -4883048.500000 Penalty: 2618.718262
	Iteration 0F: 2 clusters Score -4883048 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19273 members 
Mstep: Class 2 contains 19263 members 
Entering Unmasked Estep 
Score: -4856863.500000 Penalty: 5237.436523
	Iteration 0F: 3 clusters Score -4856864 nChanged 17577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19328 members 
Mstep: Class 2 contains 19208 members 
Entering Unmasked Estep 
Score: -4866183.000000 Penalty: 5237.436523
	Iteration 1F: 3 clusters Score -4866183 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19494 members 
Mstep: Class 2 contains 19042 members 
Entering Unmasked Estep 
Score: -4866729.000000 Penalty: 5237.436523
	Iteration 2Q: 3 clusters Score -4866729 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19803 members 
Mstep: Class 2 contains 18733 members 
Entering Unmasked Estep 
Score: -4867298.000000 Penalty: 5237.436523
	Iteration 3Q: 3 clusters Score -4867298 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20230 members 
Mstep: Class 2 contains 18306 members 
Entering Unmasked Estep 
Score: -4867952.500000 Penalty: 5237.436523
	Iteration 4Q: 3 clusters Score -4867952 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20884 members 
Mstep: Class 2 contains 17652 members 
Entering Unmasked Estep 
Score: -4868742.500000 Penalty: 5237.436523
	Iteration 5Q: 3 clusters Score -4868742 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21654 members 
Mstep: Class 2 contains 16882 members 
Entering Unmasked Estep 
Score: -4869760.500000 Penalty: 5237.436523
	Iteration 6F: 3 clusters Score -4869760 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22566 members 
Mstep: Class 2 contains 15970 members 
Entering Unmasked Estep 
Score: -4870973.000000 Penalty: 5237.436523
	Iteration 7F: 3 clusters Score -4870973 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23508 members 
Mstep: Class 2 contains 15028 members 
Entering Unmasked Estep 
Score: -4872437.500000 Penalty: 5237.436523
	Iteration 8F: 3 clusters Score -4872438 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24360 members 
Mstep: Class 2 contains 14176 members 
Entering Unmasked Estep 
Score: -4874087.500000 Penalty: 5237.436523
	Iteration 9F: 3 clusters Score -4874088 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25098 members 
Mstep: Class 2 contains 13438 members 
Entering Unmasked Estep 
Score: -4875701.500000 Penalty: 5237.436523
	Iteration 10F: 3 clusters Score -4875702 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25730 members 
Mstep: Class 2 contains 12806 members 
Entering Unmasked Estep 
Score: -4876942.000000 Penalty: 5237.436523
	Iteration 11Q: 3 clusters Score -4876942 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26145 members 
Mstep: Class 2 contains 12391 members 
Entering Unmasked Estep 
Score: -4877543.000000 Penalty: 5237.436523
	Iteration 12Q: 3 clusters Score -4877543 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26482 members 
Mstep: Class 2 contains 12054 members 
Entering Unmasked Estep 
Score: -4877788.000000 Penalty: 5237.436523
	Iteration 13Q: 3 clusters Score -4877788 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26803 members 
Mstep: Class 2 contains 11733 members 
Entering Unmasked Estep 
Score: -4877992.500000 Penalty: 5237.436523
	Iteration 14Q: 3 clusters Score -4877992 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27121 members 
Mstep: Class 2 contains 11415 members 
Entering Unmasked Estep 
Score: -4878144.500000 Penalty: 5237.436523
	Iteration 15Q: 3 clusters Score -4878144 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27434 members 
Mstep: Class 2 contains 11102 members 
Entering Unmasked Estep 
Score: -4878266.000000 Penalty: 5237.436523
	Iteration 16Q: 3 clusters Score -4878266 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27735 members 
Mstep: Class 2 contains 10801 members 
Entering Unmasked Estep 
Score: -4878356.000000 Penalty: 5237.436523
	Iteration 17Q: 3 clusters Score -4878356 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27981 members 
Mstep: Class 2 contains 10555 members 
Entering Unmasked Estep 
Score: -4878428.000000 Penalty: 5237.436523
	Iteration 18Q: 3 clusters Score -4878428 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28233 members 
Mstep: Class 2 contains 10303 members 
Entering Unmasked Estep 
Score: -4878501.500000 Penalty: 5237.436523
	Iteration 19Q: 3 clusters Score -4878502 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28491 members 
Mstep: Class 2 contains 10045 members 
Entering Unmasked Estep 
Score: -4878554.000000 Penalty: 5237.436523
	Iteration 20F: 3 clusters Score -4878554 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28731 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -4878639.500000 Penalty: 5237.436523
	Iteration 21Q: 3 clusters Score -4878640 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28989 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -4878686.500000 Penalty: 5237.436523
	Iteration 22Q: 3 clusters Score -4878686 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29232 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -4878739.500000 Penalty: 5237.436523
	Iteration 23Q: 3 clusters Score -4878740 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29495 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -4878791.000000 Penalty: 5237.436523
	Iteration 24Q: 3 clusters Score -4878791 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29767 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -4878861.500000 Penalty: 5237.436523
	Iteration 25Q: 3 clusters Score -4878862 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30033 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -4878940.000000 Penalty: 5237.436523
	Iteration 26Q: 3 clusters Score -4878940 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30300 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -4879003.000000 Penalty: 5237.436523
	Iteration 27Q: 3 clusters Score -4879003 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30558 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -4879096.000000 Penalty: 5237.436523
	Iteration 28Q: 3 clusters Score -4879096 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30805 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -4879138.000000 Penalty: 5237.436523
	Iteration 29Q: 3 clusters Score -4879138 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31048 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -4879190.000000 Penalty: 5237.436523
	Iteration 30Q: 3 clusters Score -4879190 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31289 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -4879268.500000 Penalty: 5237.436523
	Iteration 31Q: 3 clusters Score -4879268 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31528 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -4879328.500000 Penalty: 5237.436523
	Iteration 32Q: 3 clusters Score -4879328 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31727 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -4879386.000000 Penalty: 5237.436523
	Iteration 33Q: 3 clusters Score -4879386 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31911 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -4879424.500000 Penalty: 5237.436523
	Iteration 34Q: 3 clusters Score -4879424 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32090 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -4879482.000000 Penalty: 5237.436523
	Iteration 35Q: 3 clusters Score -4879482 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32274 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -4879516.500000 Penalty: 5237.436523
	Iteration 36Q: 3 clusters Score -4879516 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32420 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -4879537.000000 Penalty: 5237.436523
	Iteration 37Q: 3 clusters Score -4879537 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32554 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -4879567.500000 Penalty: 5237.436523
	Iteration 38Q: 3 clusters Score -4879568 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32683 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -4879570.000000 Penalty: 5237.436523
	Iteration 39Q: 3 clusters Score -4879570 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32804 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -4879609.000000 Penalty: 5237.436523
	Iteration 40F: 3 clusters Score -4879609 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32915 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -4879627.500000 Penalty: 5237.436523
	Iteration 41Q: 3 clusters Score -4879628 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33013 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -4879663.500000 Penalty: 5237.436523
	Iteration 42Q: 3 clusters Score -4879664 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33111 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -4879661.500000 Penalty: 5237.436523
	Iteration 43Q: 3 clusters Score -4879662 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33204 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -4879661.000000 Penalty: 5237.436523
	Iteration 44Q: 3 clusters Score -4879661 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33292 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -4879691.500000 Penalty: 5237.436523
	Iteration 45Q: 3 clusters Score -4879692 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33378 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -4879718.500000 Penalty: 5237.436523
	Iteration 46Q: 3 clusters Score -4879718 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33457 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -4879725.500000 Penalty: 5237.436523
	Iteration 47Q: 3 clusters Score -4879726 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33529 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -4879745.500000 Penalty: 5237.436523
	Iteration 48Q: 3 clusters Score -4879746 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33594 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -4879749.500000 Penalty: 5237.436523
	Iteration 49Q: 3 clusters Score -4879750 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33664 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -4879751.500000 Penalty: 5237.436523
	Iteration 50Q: 3 clusters Score -4879752 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33754 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -4879768.500000 Penalty: 5237.436523
	Iteration 51Q: 3 clusters Score -4879768 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33851 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -4879788.500000 Penalty: 5237.436523
	Iteration 52Q: 3 clusters Score -4879788 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33966 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -4879807.500000 Penalty: 5237.436523
	Iteration 53Q: 3 clusters Score -4879808 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34093 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -4879838.000000 Penalty: 5237.436523
	Iteration 54Q: 3 clusters Score -4879838 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34218 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -4879890.500000 Penalty: 5237.436523
	Iteration 55Q: 3 clusters Score -4879890 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34334 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -4879912.500000 Penalty: 5237.436523
	Iteration 56Q: 3 clusters Score -4879912 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34456 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -4879939.000000 Penalty: 5237.436523
	Iteration 57Q: 3 clusters Score -4879939 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34561 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -4879975.500000 Penalty: 5237.436523
	Iteration 58Q: 3 clusters Score -4879976 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34672 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -4880016.000000 Penalty: 5237.436523
	Iteration 59Q: 3 clusters Score -4880016 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34784 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -4880031.000000 Penalty: 5237.436523
	Iteration 60F: 3 clusters Score -4880031 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34897 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -4880061.000000 Penalty: 5237.436523
	Iteration 61Q: 3 clusters Score -4880061 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35015 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -4880094.000000 Penalty: 5237.436523
	Iteration 62Q: 3 clusters Score -4880094 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35130 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -4880132.000000 Penalty: 5237.436523
	Iteration 63Q: 3 clusters Score -4880132 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35258 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -4880158.500000 Penalty: 5237.436523
	Iteration 64Q: 3 clusters Score -4880158 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35390 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -4880192.000000 Penalty: 5237.436523
	Iteration 65Q: 3 clusters Score -4880192 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35520 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -4880233.500000 Penalty: 5237.436523
	Iteration 66Q: 3 clusters Score -4880234 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35644 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -4880286.000000 Penalty: 5237.436523
	Iteration 67Q: 3 clusters Score -4880286 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35760 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -4880316.000000 Penalty: 5237.436523
	Iteration 68Q: 3 clusters Score -4880316 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35884 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -4880354.000000 Penalty: 5237.436523
	Iteration 69Q: 3 clusters Score -4880354 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36020 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -4880416.500000 Penalty: 5237.436523
	Iteration 70Q: 3 clusters Score -4880416 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36162 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -4880463.000000 Penalty: 5237.436523
	Iteration 71Q: 3 clusters Score -4880463 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36301 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -4880539.000000 Penalty: 5237.436523
	Iteration 72Q: 3 clusters Score -4880539 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36429 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -4880618.000000 Penalty: 5237.436523
	Iteration 73Q: 3 clusters Score -4880618 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36560 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -4880692.500000 Penalty: 5237.436523
	Iteration 74Q: 3 clusters Score -4880692 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36684 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -4880742.000000 Penalty: 5237.436523
	Iteration 75Q: 3 clusters Score -4880742 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36796 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -4880800.000000 Penalty: 5237.436523
	Iteration 76Q: 3 clusters Score -4880800 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36905 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -4880857.500000 Penalty: 5237.436523
	Iteration 77Q: 3 clusters Score -4880858 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37007 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -4880924.000000 Penalty: 5237.436523
	Iteration 78Q: 3 clusters Score -4880924 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37081 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -4880995.500000 Penalty: 5237.436523
	Iteration 79Q: 3 clusters Score -4880996 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37142 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -4881031.500000 Penalty: 5237.436523
	Iteration 80F: 3 clusters Score -4881032 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37189 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -4881059.000000 Penalty: 5237.436523
	Iteration 81Q: 3 clusters Score -4881059 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37227 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -4881091.000000 Penalty: 5237.436523
	Iteration 82Q: 3 clusters Score -4881091 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37258 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -4881100.000000 Penalty: 5237.436523
	Iteration 83Q: 3 clusters Score -4881100 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37278 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -4881102.500000 Penalty: 5237.436523
	Iteration 84Q: 3 clusters Score -4881102 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37302 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -4881118.500000 Penalty: 5237.436523
	Iteration 85Q: 3 clusters Score -4881118 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37325 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -4881121.000000 Penalty: 5237.436523
	Iteration 86Q: 3 clusters Score -4881121 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37343 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -4881120.500000 Penalty: 5237.436523
	Iteration 87Q: 3 clusters Score -4881120 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37359 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -4881128.000000 Penalty: 5237.436523
	Iteration 88Q: 3 clusters Score -4881128 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37368 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -4881129.500000 Penalty: 5237.436523
	Iteration 89Q: 3 clusters Score -4881130 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37373 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -4881127.500000 Penalty: 5237.436523
	Iteration 90Q: 3 clusters Score -4881128 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37374 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -4881132.500000 Penalty: 5237.436523
	Iteration 91Q: 3 clusters Score -4881132 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37382 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -4881144.000000 Penalty: 5237.436523
	Iteration 92Q: 3 clusters Score -4881144 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37386 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -4881149.000000 Penalty: 5237.436523
	Iteration 93Q: 3 clusters Score -4881149 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37388 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -4881146.000000 Penalty: 5237.436523
	Iteration 94Q: 3 clusters Score -4881146 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37392 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -4881155.000000 Penalty: 5237.436523
	Iteration 95Q: 3 clusters Score -4881155 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37392 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -4881157.000000 Penalty: 5237.436523
	Iteration 96Q: 3 clusters Score -4881157 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37393 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -4881155.500000 Penalty: 5237.436523
	Iteration 97Q: 3 clusters Score -4881156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37396 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -4881152.500000 Penalty: 5237.436523
	Iteration 98Q: 3 clusters Score -4881152 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37396 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -4881152.500000 Penalty: 5237.436523
	Iteration 99F: 3 clusters Score -4881152 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (60660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60660 members 
Entering Unmasked Estep 
Score: -7719158.000000 Penalty: 2731.233887
	Iteration 0F: 2 clusters Score -7719158 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30323 members 
Mstep: Class 2 contains 30337 members 
Entering Unmasked Estep 
Score: -7678507.000000 Penalty: 5462.467773
	Iteration 0F: 3 clusters Score -7678507 nChanged 28238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29929 members 
Mstep: Class 2 contains 30731 members 
Entering Unmasked Estep 
Score: -7694558.000000 Penalty: 5462.467773
	Iteration 1F: 3 clusters Score -7694558 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29639 members 
Mstep: Class 2 contains 31021 members 
Entering Unmasked Estep 
Score: -7695448.500000 Penalty: 5462.467773
	Iteration 2Q: 3 clusters Score -7695448 nChanged 2697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29266 members 
Mstep: Class 2 contains 31394 members 
Entering Unmasked Estep 
Score: -7696624.500000 Penalty: 5462.467773
	Iteration 3Q: 3 clusters Score -7696624 nChanged 2944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28698 members 
Mstep: Class 2 contains 31962 members 
Entering Unmasked Estep 
Score: -7697912.000000 Penalty: 5462.467773
	Iteration 4Q: 3 clusters Score -7697912 nChanged 3136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27810 members 
Mstep: Class 2 contains 32850 members 
Entering Unmasked Estep 
Score: -7699399.500000 Penalty: 5462.467773
	Iteration 5F: 3 clusters Score -7699400 nChanged 3330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26588 members 
Mstep: Class 2 contains 34072 members 
Entering Unmasked Estep 
Score: -7701142.500000 Penalty: 5462.467773
	Iteration 6F: 3 clusters Score -7701142 nChanged 3445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24949 members 
Mstep: Class 2 contains 35711 members 
Entering Unmasked Estep 
Score: -7703209.000000 Penalty: 5462.467773
	Iteration 7F: 3 clusters Score -7703209 nChanged 3419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23000 members 
Mstep: Class 2 contains 37660 members 
Entering Unmasked Estep 
Score: -7705668.000000 Penalty: 5462.467773
	Iteration 8F: 3 clusters Score -7705668 nChanged 3269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20983 members 
Mstep: Class 2 contains 39677 members 
Entering Unmasked Estep 
Score: -7708266.000000 Penalty: 5462.467773
	Iteration 9F: 3 clusters Score -7708266 nChanged 2868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19321 members 
Mstep: Class 2 contains 41339 members 
Entering Unmasked Estep 
Score: -7710227.500000 Penalty: 5462.467773
	Iteration 10Q: 3 clusters Score -7710228 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17995 members 
Mstep: Class 2 contains 42665 members 
Entering Unmasked Estep 
Score: -7711240.000000 Penalty: 5462.467773
	Iteration 11Q: 3 clusters Score -7711240 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16858 members 
Mstep: Class 2 contains 43802 members 
Entering Unmasked Estep 
Score: -7711809.000000 Penalty: 5462.467773
	Iteration 12Q: 3 clusters Score -7711809 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15829 members 
Mstep: Class 2 contains 44831 members 
Entering Unmasked Estep 
Score: -7712233.000000 Penalty: 5462.467773
	Iteration 13Q: 3 clusters Score -7712233 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14822 members 
Mstep: Class 2 contains 45838 members 
Entering Unmasked Estep 
Score: -7712555.500000 Penalty: 5462.467773
	Iteration 14Q: 3 clusters Score -7712556 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13830 members 
Mstep: Class 2 contains 46830 members 
Entering Unmasked Estep 
Score: -7712952.500000 Penalty: 5462.467773
	Iteration 15Q: 3 clusters Score -7712952 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12815 members 
Mstep: Class 2 contains 47845 members 
Entering Unmasked Estep 
Score: -7713352.000000 Penalty: 5462.467773
	Iteration 16Q: 3 clusters Score -7713352 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11797 members 
Mstep: Class 2 contains 48863 members 
Entering Unmasked Estep 
Score: -7713760.000000 Penalty: 5462.467773
	Iteration 17Q: 3 clusters Score -7713760 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10845 members 
Mstep: Class 2 contains 49815 members 
Entering Unmasked Estep 
Score: -7714074.500000 Penalty: 5462.467773
	Iteration 18Q: 3 clusters Score -7714074 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9990 members 
Mstep: Class 2 contains 50670 members 
Entering Unmasked Estep 
Score: -7714434.500000 Penalty: 5462.467773
	Iteration 19Q: 3 clusters Score -7714434 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9178 members 
Mstep: Class 2 contains 51482 members 
Entering Unmasked Estep 
Score: -7714713.000000 Penalty: 5462.467773
	Iteration 20F: 3 clusters Score -7714713 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 52216 members 
Entering Unmasked Estep 
Score: -7714963.500000 Penalty: 5462.467773
	Iteration 21Q: 3 clusters Score -7714964 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 52902 members 
Entering Unmasked Estep 
Score: -7715212.000000 Penalty: 5462.467773
	Iteration 22Q: 3 clusters Score -7715212 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 53557 members 
Entering Unmasked Estep 
Score: -7715455.500000 Penalty: 5462.467773
	Iteration 23Q: 3 clusters Score -7715456 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 54113 members 
Entering Unmasked Estep 
Score: -7715623.000000 Penalty: 5462.467773
	Iteration 24Q: 3 clusters Score -7715623 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 54632 members 
Entering Unmasked Estep 
Score: -7715817.500000 Penalty: 5462.467773
	Iteration 25Q: 3 clusters Score -7715818 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 55108 members 
Entering Unmasked Estep 
Score: -7716005.500000 Penalty: 5462.467773
	Iteration 26Q: 3 clusters Score -7716006 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 55534 members 
Entering Unmasked Estep 
Score: -7716206.500000 Penalty: 5462.467773
	Iteration 27Q: 3 clusters Score -7716206 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 55901 members 
Entering Unmasked Estep 
Score: -7716303.000000 Penalty: 5462.467773
	Iteration 28Q: 3 clusters Score -7716303 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 56229 members 
Entering Unmasked Estep 
Score: -7716390.000000 Penalty: 5462.467773
	Iteration 29Q: 3 clusters Score -7716390 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 56513 members 
Entering Unmasked Estep 
Score: -7716494.000000 Penalty: 5462.467773
	Iteration 30Q: 3 clusters Score -7716494 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 56769 members 
Entering Unmasked Estep 
Score: -7716551.500000 Penalty: 5462.467773
	Iteration 31Q: 3 clusters Score -7716552 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 57011 members 
Entering Unmasked Estep 
Score: -7716615.500000 Penalty: 5462.467773
	Iteration 32Q: 3 clusters Score -7716616 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 57199 members 
Entering Unmasked Estep 
Score: -7716657.000000 Penalty: 5462.467773
	Iteration 33Q: 3 clusters Score -7716657 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 57400 members 
Entering Unmasked Estep 
Score: -7716731.500000 Penalty: 5462.467773
	Iteration 34Q: 3 clusters Score -7716732 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 57582 members 
Entering Unmasked Estep 
Score: -7716801.500000 Penalty: 5462.467773
	Iteration 35Q: 3 clusters Score -7716802 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 57754 members 
Entering Unmasked Estep 
Score: -7716873.500000 Penalty: 5462.467773
	Iteration 36Q: 3 clusters Score -7716874 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 57884 members 
Entering Unmasked Estep 
Score: -7716928.000000 Penalty: 5462.467773
	Iteration 37Q: 3 clusters Score -7716928 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 58024 members 
Entering Unmasked Estep 
Score: -7716993.500000 Penalty: 5462.467773
	Iteration 38Q: 3 clusters Score -7716994 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 58134 members 
Entering Unmasked Estep 
Score: -7717028.500000 Penalty: 5462.467773
	Iteration 39Q: 3 clusters Score -7717028 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 58234 members 
Entering Unmasked Estep 
Score: -7717037.500000 Penalty: 5462.467773
	Iteration 40F: 3 clusters Score -7717038 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 58315 members 
Entering Unmasked Estep 
Score: -7717065.500000 Penalty: 5462.467773
	Iteration 41Q: 3 clusters Score -7717066 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 58394 members 
Entering Unmasked Estep 
Score: -7717084.000000 Penalty: 5462.467773
	Iteration 42Q: 3 clusters Score -7717084 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 58449 members 
Entering Unmasked Estep 
Score: -7717118.500000 Penalty: 5462.467773
	Iteration 43Q: 3 clusters Score -7717118 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 58490 members 
Entering Unmasked Estep 
Score: -7717121.500000 Penalty: 5462.467773
	Iteration 44Q: 3 clusters Score -7717122 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 58532 members 
Entering Unmasked Estep 
Score: -7717130.500000 Penalty: 5462.467773
	Iteration 45Q: 3 clusters Score -7717130 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 58566 members 
Entering Unmasked Estep 
Score: -7717145.500000 Penalty: 5462.467773
	Iteration 46Q: 3 clusters Score -7717146 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 58603 members 
Entering Unmasked Estep 
Score: -7717144.000000 Penalty: 5462.467773
	Iteration 47Q: 3 clusters Score -7717144 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 58635 members 
Entering Unmasked Estep 
Score: -7717157.500000 Penalty: 5462.467773
	Iteration 48Q: 3 clusters Score -7717158 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 58668 members 
Entering Unmasked Estep 
Score: -7717169.500000 Penalty: 5462.467773
	Iteration 49Q: 3 clusters Score -7717170 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 58705 members 
Entering Unmasked Estep 
Score: -7717192.000000 Penalty: 5462.467773
	Iteration 50Q: 3 clusters Score -7717192 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 58745 members 
Entering Unmasked Estep 
Score: -7717200.000000 Penalty: 5462.467773
	Iteration 51Q: 3 clusters Score -7717200 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 58780 members 
Entering Unmasked Estep 
Score: -7717225.000000 Penalty: 5462.467773
	Iteration 52Q: 3 clusters Score -7717225 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 58807 members 
Entering Unmasked Estep 
Score: -7717230.500000 Penalty: 5462.467773
	Iteration 53Q: 3 clusters Score -7717230 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 58832 members 
Entering Unmasked Estep 
Score: -7717242.500000 Penalty: 5462.467773
	Iteration 54Q: 3 clusters Score -7717242 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 58852 members 
Entering Unmasked Estep 
Score: -7717248.500000 Penalty: 5462.467773
	Iteration 55Q: 3 clusters Score -7717248 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 58874 members 
Entering Unmasked Estep 
Score: -7717261.000000 Penalty: 5462.467773
	Iteration 56Q: 3 clusters Score -7717261 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 58896 members 
Entering Unmasked Estep 
Score: -7717267.500000 Penalty: 5462.467773
	Iteration 57Q: 3 clusters Score -7717268 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 58924 members 
Entering Unmasked Estep 
Score: -7717276.500000 Penalty: 5462.467773
	Iteration 58Q: 3 clusters Score -7717276 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 58954 members 
Entering Unmasked Estep 
Score: -7717294.000000 Penalty: 5462.467773
	Iteration 59Q: 3 clusters Score -7717294 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 58979 members 
Entering Unmasked Estep 
Score: -7717312.500000 Penalty: 5462.467773
	Iteration 60F: 3 clusters Score -7717312 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 58999 members 
Entering Unmasked Estep 
Score: -7717312.000000 Penalty: 5462.467773
	Iteration 61Q: 3 clusters Score -7717312 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 59016 members 
Entering Unmasked Estep 
Score: -7717321.500000 Penalty: 5462.467773
	Iteration 62Q: 3 clusters Score -7717322 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 59028 members 
Entering Unmasked Estep 
Score: -7717323.500000 Penalty: 5462.467773
	Iteration 63Q: 3 clusters Score -7717324 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 59044 members 
Entering Unmasked Estep 
Score: -7717327.500000 Penalty: 5462.467773
	Iteration 64Q: 3 clusters Score -7717328 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 59066 members 
Entering Unmasked Estep 
Score: -7717340.500000 Penalty: 5462.467773
	Iteration 65Q: 3 clusters Score -7717340 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 59082 members 
Entering Unmasked Estep 
Score: -7717355.000000 Penalty: 5462.467773
	Iteration 66Q: 3 clusters Score -7717355 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 59093 members 
Entering Unmasked Estep 
Score: -7717351.000000 Penalty: 5462.467773
	Iteration 67Q: 3 clusters Score -7717351 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 59100 members 
Entering Unmasked Estep 
Score: -7717355.500000 Penalty: 5462.467773
	Iteration 68Q: 3 clusters Score -7717356 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 59105 members 
Entering Unmasked Estep 
Score: -7717358.500000 Penalty: 5462.467773
	Iteration 69Q: 3 clusters Score -7717358 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 59109 members 
Entering Unmasked Estep 
Score: -7717358.000000 Penalty: 5462.467773
	Iteration 70Q: 3 clusters Score -7717358 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 59114 members 
Entering Unmasked Estep 
Score: -7717350.000000 Penalty: 5462.467773
	Iteration 71Q: 3 clusters Score -7717350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 59114 members 
Entering Unmasked Estep 
Score: -7717353.500000 Penalty: 5462.467773
	Iteration 72Q: 3 clusters Score -7717354 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 59114 members 
Entering Unmasked Estep 
Score: -7717353.500000 Penalty: 5462.467773
	Iteration 73F: 3 clusters Score -7717354 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (28778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28778 members 
Entering Unmasked Estep 
Score: -3654264.500000 Penalty: 2546.306885
	Iteration 0F: 2 clusters Score -3654264 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14346 members 
Mstep: Class 2 contains 14432 members 
Entering Unmasked Estep 
Score: -3634420.000000 Penalty: 5092.613770
	Iteration 0F: 3 clusters Score -3634420 nChanged 12968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14160 members 
Mstep: Class 2 contains 14618 members 
Entering Unmasked Estep 
Score: -3641665.500000 Penalty: 5092.613770
	Iteration 1F: 3 clusters Score -3641666 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14232 members 
Mstep: Class 2 contains 14546 members 
Entering Unmasked Estep 
Score: -3642329.500000 Penalty: 5092.613770
	Iteration 2F: 3 clusters Score -3642330 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14291 members 
Mstep: Class 2 contains 14487 members 
Entering Unmasked Estep 
Score: -3643037.500000 Penalty: 5092.613770
	Iteration 3F: 3 clusters Score -3643038 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14343 members 
Mstep: Class 2 contains 14435 members 
Entering Unmasked Estep 
Score: -3643816.250000 Penalty: 5092.613770
	Iteration 4F: 3 clusters Score -3643816 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14482 members 
Mstep: Class 2 contains 14296 members 
Entering Unmasked Estep 
Score: -3644756.750000 Penalty: 5092.613770
	Iteration 5F: 3 clusters Score -3644757 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14611 members 
Mstep: Class 2 contains 14167 members 
Entering Unmasked Estep 
Score: -3645735.000000 Penalty: 5092.613770
	Iteration 6F: 3 clusters Score -3645735 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14710 members 
Mstep: Class 2 contains 14068 members 
Entering Unmasked Estep 
Score: -3646689.500000 Penalty: 5092.613770
	Iteration 7F: 3 clusters Score -3646690 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14778 members 
Mstep: Class 2 contains 14000 members 
Entering Unmasked Estep 
Score: -3647572.000000 Penalty: 5092.613770
	Iteration 8F: 3 clusters Score -3647572 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14830 members 
Mstep: Class 2 contains 13948 members 
Entering Unmasked Estep 
Score: -3648372.500000 Penalty: 5092.613770
	Iteration 9Q: 3 clusters Score -3648372 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14865 members 
Mstep: Class 2 contains 13913 members 
Entering Unmasked Estep 
Score: -3649066.000000 Penalty: 5092.613770
	Iteration 10Q: 3 clusters Score -3649066 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14844 members 
Mstep: Class 2 contains 13934 members 
Entering Unmasked Estep 
Score: -3649604.750000 Penalty: 5092.613770
	Iteration 11Q: 3 clusters Score -3649605 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14788 members 
Mstep: Class 2 contains 13990 members 
Entering Unmasked Estep 
Score: -3649931.500000 Penalty: 5092.613770
	Iteration 12Q: 3 clusters Score -3649932 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14752 members 
Mstep: Class 2 contains 14026 members 
Entering Unmasked Estep 
Score: -3650125.250000 Penalty: 5092.613770
	Iteration 13Q: 3 clusters Score -3650125 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14701 members 
Mstep: Class 2 contains 14077 members 
Entering Unmasked Estep 
Score: -3650265.250000 Penalty: 5092.613770
	Iteration 14Q: 3 clusters Score -3650265 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14658 members 
Mstep: Class 2 contains 14120 members 
Entering Unmasked Estep 
Score: -3650397.500000 Penalty: 5092.613770
	Iteration 15Q: 3 clusters Score -3650398 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14624 members 
Mstep: Class 2 contains 14154 members 
Entering Unmasked Estep 
Score: -3650484.500000 Penalty: 5092.613770
	Iteration 16Q: 3 clusters Score -3650484 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14648 members 
Mstep: Class 2 contains 14130 members 
Entering Unmasked Estep 
Score: -3650581.500000 Penalty: 5092.613770
	Iteration 17Q: 3 clusters Score -3650582 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14678 members 
Mstep: Class 2 contains 14100 members 
Entering Unmasked Estep 
Score: -3650656.750000 Penalty: 5092.613770
	Iteration 18Q: 3 clusters Score -3650657 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14708 members 
Mstep: Class 2 contains 14070 members 
Entering Unmasked Estep 
Score: -3650714.000000 Penalty: 5092.613770
	Iteration 19Q: 3 clusters Score -3650714 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14725 members 
Mstep: Class 2 contains 14053 members 
Entering Unmasked Estep 
Score: -3650755.500000 Penalty: 5092.613770
	Iteration 20F: 3 clusters Score -3650756 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14750 members 
Mstep: Class 2 contains 14028 members 
Entering Unmasked Estep 
Score: -3650792.750000 Penalty: 5092.613770
	Iteration 21Q: 3 clusters Score -3650793 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14780 members 
Mstep: Class 2 contains 13998 members 
Entering Unmasked Estep 
Score: -3650811.250000 Penalty: 5092.613770
	Iteration 22Q: 3 clusters Score -3650811 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14782 members 
Mstep: Class 2 contains 13996 members 
Entering Unmasked Estep 
Score: -3650836.250000 Penalty: 5092.613770
	Iteration 23Q: 3 clusters Score -3650836 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14780 members 
Mstep: Class 2 contains 13998 members 
Entering Unmasked Estep 
Score: -3650845.250000 Penalty: 5092.613770
	Iteration 24Q: 3 clusters Score -3650845 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14775 members 
Mstep: Class 2 contains 14003 members 
Entering Unmasked Estep 
Score: -3650860.250000 Penalty: 5092.613770
	Iteration 25Q: 3 clusters Score -3650860 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14774 members 
Mstep: Class 2 contains 14004 members 
Entering Unmasked Estep 
Score: -3650874.250000 Penalty: 5092.613770
	Iteration 26Q: 3 clusters Score -3650874 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14764 members 
Mstep: Class 2 contains 14014 members 
Entering Unmasked Estep 
Score: -3650885.250000 Penalty: 5092.613770
	Iteration 27Q: 3 clusters Score -3650885 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14737 members 
Mstep: Class 2 contains 14041 members 
Entering Unmasked Estep 
Score: -3650900.250000 Penalty: 5092.613770
	Iteration 28Q: 3 clusters Score -3650900 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14721 members 
Mstep: Class 2 contains 14057 members 
Entering Unmasked Estep 
Score: -3650915.000000 Penalty: 5092.613770
	Iteration 29Q: 3 clusters Score -3650915 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14696 members 
Mstep: Class 2 contains 14082 members 
Entering Unmasked Estep 
Score: -3650919.250000 Penalty: 5092.613770
	Iteration 30Q: 3 clusters Score -3650919 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14680 members 
Mstep: Class 2 contains 14098 members 
Entering Unmasked Estep 
Score: -3650926.500000 Penalty: 5092.613770
	Iteration 31Q: 3 clusters Score -3650926 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14670 members 
Mstep: Class 2 contains 14108 members 
Entering Unmasked Estep 
Score: -3650943.500000 Penalty: 5092.613770
	Iteration 32Q: 3 clusters Score -3650944 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14650 members 
Mstep: Class 2 contains 14128 members 
Entering Unmasked Estep 
Score: -3650946.500000 Penalty: 5092.613770
	Iteration 33Q: 3 clusters Score -3650946 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14635 members 
Mstep: Class 2 contains 14143 members 
Entering Unmasked Estep 
Score: -3650959.500000 Penalty: 5092.613770
	Iteration 34Q: 3 clusters Score -3650960 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14629 members 
Mstep: Class 2 contains 14149 members 
Entering Unmasked Estep 
Score: -3650972.750000 Penalty: 5092.613770
	Iteration 35Q: 3 clusters Score -3650973 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14636 members 
Mstep: Class 2 contains 14142 members 
Entering Unmasked Estep 
Score: -3650977.750000 Penalty: 5092.613770
	Iteration 36Q: 3 clusters Score -3650978 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14632 members 
Mstep: Class 2 contains 14146 members 
Entering Unmasked Estep 
Score: -3650978.250000 Penalty: 5092.613770
	Iteration 37Q: 3 clusters Score -3650978 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14634 members 
Mstep: Class 2 contains 14144 members 
Entering Unmasked Estep 
Score: -3650977.500000 Penalty: 5092.613770
	Iteration 38Q: 3 clusters Score -3650978 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14638 members 
Mstep: Class 2 contains 14140 members 
Entering Unmasked Estep 
Score: -3650981.500000 Penalty: 5092.613770
	Iteration 39Q: 3 clusters Score -3650982 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14630 members 
Mstep: Class 2 contains 14148 members 
Entering Unmasked Estep 
Score: -3650986.250000 Penalty: 5092.613770
	Iteration 40F: 3 clusters Score -3650986 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14636 members 
Mstep: Class 2 contains 14142 members 
Entering Unmasked Estep 
Score: -3650987.000000 Penalty: 5092.613770
	Iteration 41Q: 3 clusters Score -3650987 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14639 members 
Mstep: Class 2 contains 14139 members 
Entering Unmasked Estep 
Score: -3650990.750000 Penalty: 5092.613770
	Iteration 42Q: 3 clusters Score -3650991 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14637 members 
Mstep: Class 2 contains 14141 members 
Entering Unmasked Estep 
Score: -3650986.250000 Penalty: 5092.613770
	Iteration 43Q: 3 clusters Score -3650986 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14637 members 
Mstep: Class 2 contains 14141 members 
Entering Unmasked Estep 
Score: -3650992.250000 Penalty: 5092.613770
	Iteration 44Q: 3 clusters Score -3650992 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14634 members 
Mstep: Class 2 contains 14144 members 
Entering Unmasked Estep 
Score: -3650989.000000 Penalty: 5092.613770
	Iteration 45Q: 3 clusters Score -3650989 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14632 members 
Mstep: Class 2 contains 14146 members 
Entering Unmasked Estep 
Score: -3650996.500000 Penalty: 5092.613770
	Iteration 46Q: 3 clusters Score -3650996 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14639 members 
Mstep: Class 2 contains 14139 members 
Entering Unmasked Estep 
Score: -3650989.500000 Penalty: 5092.613770
	Iteration 47Q: 3 clusters Score -3650990 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14645 members 
Mstep: Class 2 contains 14133 members 
Entering Unmasked Estep 
Score: -3650991.500000 Penalty: 5092.613770
	Iteration 48Q: 3 clusters Score -3650992 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14647 members 
Mstep: Class 2 contains 14131 members 
Entering Unmasked Estep 
Score: -3650989.750000 Penalty: 5092.613770
	Iteration 49Q: 3 clusters Score -3650990 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14650 members 
Mstep: Class 2 contains 14128 members 
Entering Unmasked Estep 
Score: -3650990.000000 Penalty: 5092.613770
	Iteration 50Q: 3 clusters Score -3650990 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14657 members 
Mstep: Class 2 contains 14121 members 
Entering Unmasked Estep 
Score: -3650989.750000 Penalty: 5092.613770
	Iteration 51Q: 3 clusters Score -3650990 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14654 members 
Mstep: Class 2 contains 14124 members 
Entering Unmasked Estep 
Score: -3650991.750000 Penalty: 5092.613770
	Iteration 52Q: 3 clusters Score -3650992 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14658 members 
Mstep: Class 2 contains 14120 members 
Entering Unmasked Estep 
Score: -3650991.250000 Penalty: 5092.613770
	Iteration 53Q: 3 clusters Score -3650991 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14656 members 
Mstep: Class 2 contains 14122 members 
Entering Unmasked Estep 
Score: -3651001.250000 Penalty: 5092.613770
	Iteration 54Q: 3 clusters Score -3651001 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14654 members 
Mstep: Class 2 contains 14124 members 
Entering Unmasked Estep 
Score: -3651001.250000 Penalty: 5092.613770
	Iteration 55Q: 3 clusters Score -3651001 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14655 members 
Mstep: Class 2 contains 14123 members 
Entering Unmasked Estep 
Score: -3651002.750000 Penalty: 5092.613770
	Iteration 56Q: 3 clusters Score -3651003 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14654 members 
Mstep: Class 2 contains 14124 members 
Entering Unmasked Estep 
Score: -3650997.750000 Penalty: 5092.613770
	Iteration 57Q: 3 clusters Score -3650998 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14657 members 
Mstep: Class 2 contains 14121 members 
Entering Unmasked Estep 
Score: -3650999.750000 Penalty: 5092.613770
	Iteration 58Q: 3 clusters Score -3651000 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14658 members 
Mstep: Class 2 contains 14120 members 
Entering Unmasked Estep 
Score: -3650997.000000 Penalty: 5092.613770
	Iteration 59Q: 3 clusters Score -3650997 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14660 members 
Mstep: Class 2 contains 14118 members 
Entering Unmasked Estep 
Score: -3650992.250000 Penalty: 5092.613770
	Iteration 60F: 3 clusters Score -3650992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14661 members 
Mstep: Class 2 contains 14117 members 
Entering Unmasked Estep 
Score: -3650994.750000 Penalty: 5092.613770
	Iteration 61Q: 3 clusters Score -3650995 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14661 members 
Mstep: Class 2 contains 14117 members 
Entering Unmasked Estep 
Score: -3650994.750000 Penalty: 5092.613770
	Iteration 62F: 3 clusters Score -3650995 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (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: -66029.625000 Penalty: 1525.877686
	Iteration 0F: 2 clusters Score -66029.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -64635.359375 Penalty: 3051.755371
	Iteration 0F: 3 clusters Score -64635.36 nChanged 115
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: -65319.132812 Penalty: 3051.755371
	Iteration 1F: 3 clusters Score -65319.13 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -65897.914062 Penalty: 3051.755371
	Iteration 2F: 3 clusters Score -65897.91 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -66249.523438 Penalty: 3051.755371
	Iteration 3F: 3 clusters Score -66249.52 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -66526.328125 Penalty: 3051.755371
	Iteration 4Q: 3 clusters Score -66526.33 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -66650.906250 Penalty: 3051.755371
	Iteration 5Q: 3 clusters Score -66650.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -66677.914062 Penalty: 3051.755371
	Iteration 6Q: 3 clusters Score -66677.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -66685.726562 Penalty: 3051.755371
	Iteration 7Q: 3 clusters Score -66685.73 nChanged 3
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: -66705.687500 Penalty: 3051.755371
	Iteration 8Q: 3 clusters Score -66705.69 nChanged 2
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: -66718.085938 Penalty: 3051.755371
	Iteration 9Q: 3 clusters Score -66718.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -66724.148438 Penalty: 3051.755371
	Iteration 10Q: 3 clusters Score -66724.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -66724.148438 Penalty: 3051.755371
	Iteration 11F: 3 clusters Score -66724.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22632 members 
Mstep: Class 2 contains 4319 members 
Mstep: Class 3 contains 1071 members 
Mstep: Class 4 contains 223860 members 
Mstep: Class 5 contains 4104 members 
Mstep: Class 6 contains 2261 members 
Mstep: Class 7 contains 9374 members 
Mstep: Class 8 contains 13916 members 
Mstep: Class 9 contains 7479 members 
Mstep: Class 10 contains 27210 members 
Mstep: Class 11 contains 11615 members 
Mstep: Class 12 contains 1026 members 
Mstep: Class 13 contains 3524 members 
Mstep: Class 14 contains 36453 members 
Mstep: Class 15 contains 181263 members 
Mstep: Class 16 contains 23103 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 9965 members 
Mstep: Class 19 contains 164683 members 
Mstep: Class 20 contains 54998 members 
Mstep: Class 21 contains 2417 members 
Mstep: Class 22 contains 686 members 
Mstep: Class 23 contains 4373 members 
Mstep: Class 24 contains 3356 members 
Mstep: Class 25 contains 38536 members 
Mstep: Class 26 contains 60660 members 
Mstep: Class 27 contains 28778 members 
Mstep: Class 28 contains 285 members 
Mstep: Class 29 contains 42497 members 
Mstep: Class 30 contains 10774 members 
Mstep: Class 31 contains 6563 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8498 members 
Mstep: Class 34 contains 437 members 
Mstep: Class 35 contains 3422 members 
Mstep: Class 36 contains 8266 members 
Mstep: Class 37 contains 3932 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1886 members 
Mstep: Class 40 contains 19228 members 
Mstep: Class 41 contains 423 members 
Mstep: Class 42 contains 3007 members 
Mstep: Class 43 contains 3329 members 
Mstep: Class 44 contains 1399 members 
Mstep: Class 45 contains 22214 members 
Mstep: Class 46 contains 13088 members 
Mstep: Class 47 contains 306 members 
Mstep: Class 48 contains 7846 members 
Mstep: Class 49 contains 26839 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 620 members 
Mstep: Class 52 contains 309 members 
Mstep: Class 53 contains 3104 members 
Mstep: Class 54 contains 347 members 
Mstep: Class 55 contains 4828 members 
Mstep: Class 56 contains 17264 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 284 members 
Mstep: Class 60 contains 4833 members 
Mstep: Class 61 contains 1768 members 
Mstep: Class 62 contains 1052 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 8311 members 
Mstep: Class 65 contains 503 members 
Mstep: Class 66 contains 665 members 
Mstep: Class 67 contains 2651 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 221 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 8028 members 
Mstep: Class 75 contains 892 members 
Mstep: Class 76 contains 504 members 
Mstep: Class 77 contains 631 members 
Mstep: Class 78 contains 486 members 
Mstep: Class 79 contains 185 members 
Entering Unmasked Estep 
Score: -147546416.000000 Penalty: 274052.718750
Splitting cluster 28 changes total score from -147547408.000000 to -147546416.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 29 (42497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42497 members 
Entering Unmasked Estep 
Score: -5382595.500000 Penalty: 2642.982666
	Iteration 0F: 2 clusters Score -5382596 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21177 members 
Mstep: Class 2 contains 21320 members 
Entering Unmasked Estep 
Score: -5353790.500000 Penalty: 5285.965332
	Iteration 0F: 3 clusters Score -5353790 nChanged 19565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20604 members 
Mstep: Class 2 contains 21893 members 
Entering Unmasked Estep 
Score: -5364590.500000 Penalty: 5285.965332
	Iteration 1F: 3 clusters Score -5364590 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20203 members 
Mstep: Class 2 contains 22294 members 
Entering Unmasked Estep 
Score: -5365189.000000 Penalty: 5285.965332
	Iteration 2Q: 3 clusters Score -5365189 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19517 members 
Mstep: Class 2 contains 22980 members 
Entering Unmasked Estep 
Score: -5365756.000000 Penalty: 5285.965332
	Iteration 3Q: 3 clusters Score -5365756 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18535 members 
Mstep: Class 2 contains 23962 members 
Entering Unmasked Estep 
Score: -5366428.000000 Penalty: 5285.965332
	Iteration 4Q: 3 clusters Score -5366428 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17221 members 
Mstep: Class 2 contains 25276 members 
Entering Unmasked Estep 
Score: -5367222.000000 Penalty: 5285.965332
	Iteration 5Q: 3 clusters Score -5367222 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15422 members 
Mstep: Class 2 contains 27075 members 
Entering Unmasked Estep 
Score: -5368356.000000 Penalty: 5285.965332
	Iteration 6F: 3 clusters Score -5368356 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13184 members 
Mstep: Class 2 contains 29313 members 
Entering Unmasked Estep 
Score: -5369980.000000 Penalty: 5285.965332
	Iteration 7F: 3 clusters Score -5369980 nChanged 2899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10611 members 
Mstep: Class 2 contains 31886 members 
Entering Unmasked Estep 
Score: -5372026.000000 Penalty: 5285.965332
	Iteration 8F: 3 clusters Score -5372026 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 34479 members 
Entering Unmasked Estep 
Score: -5374160.500000 Penalty: 5285.965332
	Iteration 9F: 3 clusters Score -5374160 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 36764 members 
Entering Unmasked Estep 
Score: -5376032.000000 Penalty: 5285.965332
	Iteration 10F: 3 clusters Score -5376032 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 38536 members 
Entering Unmasked Estep 
Score: -5377360.500000 Penalty: 5285.965332
	Iteration 11Q: 3 clusters Score -5377360 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 39803 members 
Entering Unmasked Estep 
Score: -5378365.500000 Penalty: 5285.965332
	Iteration 12Q: 3 clusters Score -5378366 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 40697 members 
Entering Unmasked Estep 
Score: -5379109.500000 Penalty: 5285.965332
	Iteration 13Q: 3 clusters Score -5379110 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 41275 members 
Entering Unmasked Estep 
Score: -5379545.500000 Penalty: 5285.965332
	Iteration 14Q: 3 clusters Score -5379546 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 41608 members 
Entering Unmasked Estep 
Score: -5379839.500000 Penalty: 5285.965332
	Iteration 15Q: 3 clusters Score -5379840 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 41811 members 
Entering Unmasked Estep 
Score: -5380068.500000 Penalty: 5285.965332
	Iteration 16Q: 3 clusters Score -5380068 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 41935 members 
Entering Unmasked Estep 
Score: -5380189.000000 Penalty: 5285.965332
	Iteration 17Q: 3 clusters Score -5380189 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 41993 members 
Entering Unmasked Estep 
Score: -5380242.500000 Penalty: 5285.965332
	Iteration 18Q: 3 clusters Score -5380242 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 42029 members 
Entering Unmasked Estep 
Score: -5380288.000000 Penalty: 5285.965332
	Iteration 19Q: 3 clusters Score -5380288 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 42045 members 
Entering Unmasked Estep 
Score: -5380329.500000 Penalty: 5285.965332
	Iteration 20F: 3 clusters Score -5380330 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 42050 members 
Entering Unmasked Estep 
Score: -5380346.000000 Penalty: 5285.965332
	Iteration 21Q: 3 clusters Score -5380346 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 42055 members 
Entering Unmasked Estep 
Score: -5380355.000000 Penalty: 5285.965332
	Iteration 22Q: 3 clusters Score -5380355 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 42065 members 
Entering Unmasked Estep 
Score: -5380368.500000 Penalty: 5285.965332
	Iteration 23Q: 3 clusters Score -5380368 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 42069 members 
Entering Unmasked Estep 
Score: -5380382.000000 Penalty: 5285.965332
	Iteration 24Q: 3 clusters Score -5380382 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 42074 members 
Entering Unmasked Estep 
Score: -5380380.000000 Penalty: 5285.965332
	Iteration 25Q: 3 clusters Score -5380380 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 42077 members 
Entering Unmasked Estep 
Score: -5380384.000000 Penalty: 5285.965332
	Iteration 26Q: 3 clusters Score -5380384 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 42082 members 
Entering Unmasked Estep 
Score: -5380388.000000 Penalty: 5285.965332
	Iteration 27Q: 3 clusters Score -5380388 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 42089 members 
Entering Unmasked Estep 
Score: -5380398.000000 Penalty: 5285.965332
	Iteration 28Q: 3 clusters Score -5380398 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 42092 members 
Entering Unmasked Estep 
Score: -5380399.500000 Penalty: 5285.965332
	Iteration 29Q: 3 clusters Score -5380400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 42094 members 
Entering Unmasked Estep 
Score: -5380398.500000 Penalty: 5285.965332
	Iteration 30Q: 3 clusters Score -5380398 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 42097 members 
Entering Unmasked Estep 
Score: -5380397.000000 Penalty: 5285.965332
	Iteration 31Q: 3 clusters Score -5380397 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 42098 members 
Entering Unmasked Estep 
Score: -5380404.500000 Penalty: 5285.965332
	Iteration 32Q: 3 clusters Score -5380404 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 42100 members 
Entering Unmasked Estep 
Score: -5380402.000000 Penalty: 5285.965332
	Iteration 33Q: 3 clusters Score -5380402 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 42101 members 
Entering Unmasked Estep 
Score: -5380404.000000 Penalty: 5285.965332
	Iteration 34Q: 3 clusters Score -5380404 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 42103 members 
Entering Unmasked Estep 
Score: -5380409.000000 Penalty: 5285.965332
	Iteration 35Q: 3 clusters Score -5380409 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 42104 members 
Entering Unmasked Estep 
Score: -5380413.500000 Penalty: 5285.965332
	Iteration 36Q: 3 clusters Score -5380414 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 42104 members 
Entering Unmasked Estep 
Score: -5380413.500000 Penalty: 5285.965332
	Iteration 37F: 3 clusters Score -5380414 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (10774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10774 members 
Entering Unmasked Estep 
Score: -1348557.125000 Penalty: 2302.653076
	Iteration 0F: 2 clusters Score -1348557 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -1340488.625000 Penalty: 4605.306152
	Iteration 0F: 3 clusters Score -1340489 nChanged 4530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -1343018.250000 Penalty: 4605.306152
	Iteration 1F: 3 clusters Score -1343018 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -1343388.625000 Penalty: 4605.306152
	Iteration 2F: 3 clusters Score -1343389 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -1343681.250000 Penalty: 4605.306152
	Iteration 3F: 3 clusters Score -1343681 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -1343945.750000 Penalty: 4605.306152
	Iteration 4Q: 3 clusters Score -1343946 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -1344211.625000 Penalty: 4605.306152
	Iteration 5Q: 3 clusters Score -1344212 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -1344486.875000 Penalty: 4605.306152
	Iteration 6Q: 3 clusters Score -1344487 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -1344777.125000 Penalty: 4605.306152
	Iteration 7Q: 3 clusters Score -1344777 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -1345057.375000 Penalty: 4605.306152
	Iteration 8Q: 3 clusters Score -1345057 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -1345300.500000 Penalty: 4605.306152
	Iteration 9Q: 3 clusters Score -1345300 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -1345519.375000 Penalty: 4605.306152
	Iteration 10Q: 3 clusters Score -1345519 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -1345695.625000 Penalty: 4605.306152
	Iteration 11Q: 3 clusters Score -1345696 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -1345862.125000 Penalty: 4605.306152
	Iteration 12Q: 3 clusters Score -1345862 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -1345983.625000 Penalty: 4605.306152
	Iteration 13Q: 3 clusters Score -1345984 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -1346086.625000 Penalty: 4605.306152
	Iteration 14Q: 3 clusters Score -1346087 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -1346173.000000 Penalty: 4605.306152
	Iteration 15Q: 3 clusters Score -1346173 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -1346239.125000 Penalty: 4605.306152
	Iteration 16Q: 3 clusters Score -1346239 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -1346294.375000 Penalty: 4605.306152
	Iteration 17Q: 3 clusters Score -1346294 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -1346338.875000 Penalty: 4605.306152
	Iteration 18Q: 3 clusters Score -1346339 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -1346379.125000 Penalty: 4605.306152
	Iteration 19Q: 3 clusters Score -1346379 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -1346411.125000 Penalty: 4605.306152
	Iteration 20F: 3 clusters Score -1346411 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -1346433.375000 Penalty: 4605.306152
	Iteration 21Q: 3 clusters Score -1346433 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -1346445.625000 Penalty: 4605.306152
	Iteration 22Q: 3 clusters Score -1346446 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -1346474.500000 Penalty: 4605.306152
	Iteration 23Q: 3 clusters Score -1346474 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -1346495.875000 Penalty: 4605.306152
	Iteration 24Q: 3 clusters Score -1346496 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -1346513.125000 Penalty: 4605.306152
	Iteration 25Q: 3 clusters Score -1346513 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -1346529.500000 Penalty: 4605.306152
	Iteration 26Q: 3 clusters Score -1346530 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -1346545.125000 Penalty: 4605.306152
	Iteration 27Q: 3 clusters Score -1346545 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -1346555.375000 Penalty: 4605.306152
	Iteration 28Q: 3 clusters Score -1346555 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -1346563.625000 Penalty: 4605.306152
	Iteration 29Q: 3 clusters Score -1346564 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -1346579.625000 Penalty: 4605.306152
	Iteration 30Q: 3 clusters Score -1346580 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -1346593.625000 Penalty: 4605.306152
	Iteration 31Q: 3 clusters Score -1346594 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -1346602.750000 Penalty: 4605.306152
	Iteration 32Q: 3 clusters Score -1346603 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -1346621.625000 Penalty: 4605.306152
	Iteration 33Q: 3 clusters Score -1346622 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -1346645.375000 Penalty: 4605.306152
	Iteration 34Q: 3 clusters Score -1346645 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -1346664.250000 Penalty: 4605.306152
	Iteration 35Q: 3 clusters Score -1346664 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -1346677.250000 Penalty: 4605.306152
	Iteration 36Q: 3 clusters Score -1346677 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -1346700.500000 Penalty: 4605.306152
	Iteration 37Q: 3 clusters Score -1346700 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -1346724.000000 Penalty: 4605.306152
	Iteration 38Q: 3 clusters Score -1346724 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -1346736.625000 Penalty: 4605.306152
	Iteration 39Q: 3 clusters Score -1346737 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -1346768.750000 Penalty: 4605.306152
	Iteration 40F: 3 clusters Score -1346769 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -1346792.875000 Penalty: 4605.306152
	Iteration 41Q: 3 clusters Score -1346793 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -1346813.500000 Penalty: 4605.306152
	Iteration 42Q: 3 clusters Score -1346814 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -1346824.250000 Penalty: 4605.306152
	Iteration 43Q: 3 clusters Score -1346824 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -1346839.250000 Penalty: 4605.306152
	Iteration 44Q: 3 clusters Score -1346839 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -1346853.875000 Penalty: 4605.306152
	Iteration 45Q: 3 clusters Score -1346854 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -1346862.375000 Penalty: 4605.306152
	Iteration 46Q: 3 clusters Score -1346862 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -1346873.000000 Penalty: 4605.306152
	Iteration 47Q: 3 clusters Score -1346873 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -1346876.625000 Penalty: 4605.306152
	Iteration 48Q: 3 clusters Score -1346877 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -1346881.375000 Penalty: 4605.306152
	Iteration 49Q: 3 clusters Score -1346881 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -1346886.375000 Penalty: 4605.306152
	Iteration 50Q: 3 clusters Score -1346886 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -1346891.375000 Penalty: 4605.306152
	Iteration 51Q: 3 clusters Score -1346891 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -1346889.250000 Penalty: 4605.306152
	Iteration 52Q: 3 clusters Score -1346889 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -1346895.625000 Penalty: 4605.306152
	Iteration 53Q: 3 clusters Score -1346896 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -1346897.875000 Penalty: 4605.306152
	Iteration 54Q: 3 clusters Score -1346898 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -1346903.375000 Penalty: 4605.306152
	Iteration 55Q: 3 clusters Score -1346903 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -1346906.500000 Penalty: 4605.306152
	Iteration 56Q: 3 clusters Score -1346906 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -1346907.250000 Penalty: 4605.306152
	Iteration 57Q: 3 clusters Score -1346907 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -1346910.500000 Penalty: 4605.306152
	Iteration 58Q: 3 clusters Score -1346910 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -1346914.750000 Penalty: 4605.306152
	Iteration 59Q: 3 clusters Score -1346915 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8411 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -1346913.750000 Penalty: 4605.306152
	Iteration 60F: 3 clusters Score -1346914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -1346913.000000 Penalty: 4605.306152
	Iteration 61Q: 3 clusters Score -1346913 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -1346913.375000 Penalty: 4605.306152
	Iteration 62Q: 3 clusters Score -1346913 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -1346911.125000 Penalty: 4605.306152
	Iteration 63Q: 3 clusters Score -1346911 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -1346912.250000 Penalty: 4605.306152
	Iteration 64Q: 3 clusters Score -1346912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -1346912.750000 Penalty: 4605.306152
	Iteration 65Q: 3 clusters Score -1346913 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -1346913.875000 Penalty: 4605.306152
	Iteration 66Q: 3 clusters Score -1346914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -1346915.250000 Penalty: 4605.306152
	Iteration 67Q: 3 clusters Score -1346915 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -1346914.625000 Penalty: 4605.306152
	Iteration 68Q: 3 clusters Score -1346915 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -1346913.625000 Penalty: 4605.306152
	Iteration 69Q: 3 clusters Score -1346914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -1346915.000000 Penalty: 4605.306152
	Iteration 70Q: 3 clusters Score -1346915 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -1346915.250000 Penalty: 4605.306152
	Iteration 71Q: 3 clusters Score -1346915 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -1346915.375000 Penalty: 4605.306152
	Iteration 72Q: 3 clusters Score -1346915 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -1346913.000000 Penalty: 4605.306152
	Iteration 73Q: 3 clusters Score -1346913 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -1346915.875000 Penalty: 4605.306152
	Iteration 74Q: 3 clusters Score -1346916 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -1346919.000000 Penalty: 4605.306152
	Iteration 75Q: 3 clusters Score -1346919 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -1346918.000000 Penalty: 4605.306152
	Iteration 76Q: 3 clusters Score -1346918 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -1346916.875000 Penalty: 4605.306152
	Iteration 77Q: 3 clusters Score -1346917 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -1346916.875000 Penalty: 4605.306152
	Iteration 78Q: 3 clusters Score -1346917 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -1346916.875000 Penalty: 4605.306152
	Iteration 79F: 3 clusters Score -1346917 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (6563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Entering Unmasked Estep 
Score: -848074.625000 Penalty: 2179.722168
	Iteration 0F: 2 clusters Score -848074.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -842545.937500 Penalty: 4359.444336
	Iteration 0F: 3 clusters Score -842545.9 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -844012.437500 Penalty: 4359.444336
	Iteration 1F: 3 clusters Score -844012.4 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -844272.000000 Penalty: 4359.444336
	Iteration 2F: 3 clusters Score -844272 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -844454.375000 Penalty: 4359.444336
	Iteration 3F: 3 clusters Score -844454.4 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -844608.687500 Penalty: 4359.444336
	Iteration 4Q: 3 clusters Score -844608.7 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -844775.437500 Penalty: 4359.444336
	Iteration 5Q: 3 clusters Score -844775.4 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -844923.312500 Penalty: 4359.444336
	Iteration 6Q: 3 clusters Score -844923.3 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -845087.937500 Penalty: 4359.444336
	Iteration 7Q: 3 clusters Score -845087.9 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -845312.437500 Penalty: 4359.444336
	Iteration 8Q: 3 clusters Score -845312.4 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -845561.375000 Penalty: 4359.444336
	Iteration 9Q: 3 clusters Score -845561.4 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -845848.812500 Penalty: 4359.444336
	Iteration 10Q: 3 clusters Score -845848.8 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -846119.625000 Penalty: 4359.444336
	Iteration 11Q: 3 clusters Score -846119.6 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -846370.062500 Penalty: 4359.444336
	Iteration 12Q: 3 clusters Score -846370.1 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -846590.437500 Penalty: 4359.444336
	Iteration 13Q: 3 clusters Score -846590.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -846767.687500 Penalty: 4359.444336
	Iteration 14Q: 3 clusters Score -846767.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -846899.437500 Penalty: 4359.444336
	Iteration 15Q: 3 clusters Score -846899.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -846963.937500 Penalty: 4359.444336
	Iteration 16Q: 3 clusters Score -846963.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -846997.937500 Penalty: 4359.444336
	Iteration 17Q: 3 clusters Score -846997.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -847020.250000 Penalty: 4359.444336
	Iteration 18Q: 3 clusters Score -847020.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -847043.062500 Penalty: 4359.444336
	Iteration 19Q: 3 clusters Score -847043.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -847055.687500 Penalty: 4359.444336
	Iteration 20F: 3 clusters Score -847055.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -847066.312500 Penalty: 4359.444336
	Iteration 21Q: 3 clusters Score -847066.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -847072.125000 Penalty: 4359.444336
	Iteration 22Q: 3 clusters Score -847072.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -847078.187500 Penalty: 4359.444336
	Iteration 23Q: 3 clusters Score -847078.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -847081.062500 Penalty: 4359.444336
	Iteration 24Q: 3 clusters Score -847081.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -847088.062500 Penalty: 4359.444336
	Iteration 25Q: 3 clusters Score -847088.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -847091.875000 Penalty: 4359.444336
	Iteration 26Q: 3 clusters Score -847091.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -847092.937500 Penalty: 4359.444336
	Iteration 27Q: 3 clusters Score -847092.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -847096.437500 Penalty: 4359.444336
	Iteration 28Q: 3 clusters Score -847096.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -847098.312500 Penalty: 4359.444336
	Iteration 29Q: 3 clusters Score -847098.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -847100.500000 Penalty: 4359.444336
	Iteration 30Q: 3 clusters Score -847100.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -847101.875000 Penalty: 4359.444336
	Iteration 31Q: 3 clusters Score -847101.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -847102.500000 Penalty: 4359.444336
	Iteration 32Q: 3 clusters Score -847102.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -847102.500000 Penalty: 4359.444336
	Iteration 33F: 3 clusters Score -847102.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Entering Unmasked Estep 
Score: -30316.671875 Penalty: 1537.222656
	Iteration 0F: 2 clusters Score -30316.67 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 248 members 
Entering Unmasked Estep 
Score: -29058.572266 Penalty: 3074.445312
	Iteration 0F: 3 clusters Score -29058.57 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -29495.865234 Penalty: 3074.445312
	Iteration 1F: 3 clusters Score -29495.87 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -29693.277344 Penalty: 3074.445312
	Iteration 2F: 3 clusters Score -29693.28 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -29778.892578 Penalty: 3074.445312
	Iteration 3F: 3 clusters Score -29778.89 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -29847.205078 Penalty: 3074.445312
	Iteration 4Q: 3 clusters Score -29847.21 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -29926.341797 Penalty: 3074.445312
	Iteration 5Q: 3 clusters Score -29926.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -29953.826172 Penalty: 3074.445312
	Iteration 6Q: 3 clusters Score -29953.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -29959.593750 Penalty: 3074.445312
	Iteration 7Q: 3 clusters Score -29959.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -29963.640625 Penalty: 3074.445312
	Iteration 8Q: 3 clusters Score -29963.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -29965.572266 Penalty: 3074.445312
	Iteration 9Q: 3 clusters Score -29965.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -29965.572266 Penalty: 3074.445312
	Iteration 10F: 3 clusters Score -29965.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (8498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Entering Unmasked Estep 
Score: -1051384.750000 Penalty: 2243.801514
	Iteration 0F: 2 clusters Score -1051385 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -1044660.562500 Penalty: 4487.603027
	Iteration 0F: 3 clusters Score -1044661 nChanged 3462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -1046470.750000 Penalty: 4487.603027
	Iteration 1F: 3 clusters Score -1046471 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -1046784.625000 Penalty: 4487.603027
	Iteration 2F: 3 clusters Score -1046785 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -1046987.562500 Penalty: 4487.603027
	Iteration 3Q: 3 clusters Score -1046988 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -1047152.937500 Penalty: 4487.603027
	Iteration 4Q: 3 clusters Score -1047153 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -1047329.375000 Penalty: 4487.603027
	Iteration 5Q: 3 clusters Score -1047329 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -1047517.687500 Penalty: 4487.603027
	Iteration 6Q: 3 clusters Score -1047518 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -1047723.312500 Penalty: 4487.603027
	Iteration 7Q: 3 clusters Score -1047723 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -1047932.875000 Penalty: 4487.603027
	Iteration 8Q: 3 clusters Score -1047933 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -1048158.687500 Penalty: 4487.603027
	Iteration 9Q: 3 clusters Score -1048159 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -1048371.312500 Penalty: 4487.603027
	Iteration 10Q: 3 clusters Score -1048371 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -1048600.875000 Penalty: 4487.603027
	Iteration 11Q: 3 clusters Score -1048601 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -1048790.500000 Penalty: 4487.603027
	Iteration 12Q: 3 clusters Score -1048790 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -1048946.875000 Penalty: 4487.603027
	Iteration 13Q: 3 clusters Score -1048947 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -1049071.250000 Penalty: 4487.603027
	Iteration 14Q: 3 clusters Score -1049071 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -1049161.250000 Penalty: 4487.603027
	Iteration 15Q: 3 clusters Score -1049161 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -1049243.750000 Penalty: 4487.603027
	Iteration 16Q: 3 clusters Score -1049244 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -1049308.500000 Penalty: 4487.603027
	Iteration 17Q: 3 clusters Score -1049308 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -1049366.125000 Penalty: 4487.603027
	Iteration 18Q: 3 clusters Score -1049366 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -1049416.500000 Penalty: 4487.603027
	Iteration 19Q: 3 clusters Score -1049416 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -1049456.000000 Penalty: 4487.603027
	Iteration 20F: 3 clusters Score -1049456 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -1049493.375000 Penalty: 4487.603027
	Iteration 21Q: 3 clusters Score -1049493 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -1049514.875000 Penalty: 4487.603027
	Iteration 22Q: 3 clusters Score -1049515 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -1049532.250000 Penalty: 4487.603027
	Iteration 23Q: 3 clusters Score -1049532 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -1049542.375000 Penalty: 4487.603027
	Iteration 24Q: 3 clusters Score -1049542 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -1049552.250000 Penalty: 4487.603027
	Iteration 25Q: 3 clusters Score -1049552 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -1049562.750000 Penalty: 4487.603027
	Iteration 26Q: 3 clusters Score -1049563 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -1049569.125000 Penalty: 4487.603027
	Iteration 27Q: 3 clusters Score -1049569 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -1049575.125000 Penalty: 4487.603027
	Iteration 28Q: 3 clusters Score -1049575 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -1049578.375000 Penalty: 4487.603027
	Iteration 29Q: 3 clusters Score -1049578 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -1049581.750000 Penalty: 4487.603027
	Iteration 30Q: 3 clusters Score -1049582 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -1049583.250000 Penalty: 4487.603027
	Iteration 31Q: 3 clusters Score -1049583 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -1049585.500000 Penalty: 4487.603027
	Iteration 32Q: 3 clusters Score -1049586 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -1049587.375000 Penalty: 4487.603027
	Iteration 33Q: 3 clusters Score -1049587 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -1049587.625000 Penalty: 4487.603027
	Iteration 34Q: 3 clusters Score -1049588 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -1049590.750000 Penalty: 4487.603027
	Iteration 35Q: 3 clusters Score -1049591 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -1049590.375000 Penalty: 4487.603027
	Iteration 36Q: 3 clusters Score -1049590 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -1049588.875000 Penalty: 4487.603027
	Iteration 37Q: 3 clusters Score -1049589 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -1049593.375000 Penalty: 4487.603027
	Iteration 38Q: 3 clusters Score -1049593 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -1049599.875000 Penalty: 4487.603027
	Iteration 39Q: 3 clusters Score -1049600 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -1049598.125000 Penalty: 4487.603027
	Iteration 40F: 3 clusters Score -1049598 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -1049600.500000 Penalty: 4487.603027
	Iteration 41Q: 3 clusters Score -1049600 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -1049604.375000 Penalty: 4487.603027
	Iteration 42Q: 3 clusters Score -1049604 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -1049605.750000 Penalty: 4487.603027
	Iteration 43Q: 3 clusters Score -1049606 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -1049606.875000 Penalty: 4487.603027
	Iteration 44Q: 3 clusters Score -1049607 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -1049607.375000 Penalty: 4487.603027
	Iteration 45Q: 3 clusters Score -1049607 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -1049610.250000 Penalty: 4487.603027
	Iteration 46Q: 3 clusters Score -1049610 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -1049609.875000 Penalty: 4487.603027
	Iteration 47Q: 3 clusters Score -1049610 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -1049613.000000 Penalty: 4487.603027
	Iteration 48Q: 3 clusters Score -1049613 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -1049612.750000 Penalty: 4487.603027
	Iteration 49Q: 3 clusters Score -1049613 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -1049613.125000 Penalty: 4487.603027
	Iteration 50Q: 3 clusters Score -1049613 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -1049612.750000 Penalty: 4487.603027
	Iteration 51Q: 3 clusters Score -1049613 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -1049612.750000 Penalty: 4487.603027
	Iteration 52F: 3 clusters Score -1049613 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Entering Unmasked Estep 
Score: -61724.953125 Penalty: 1507.823486
	Iteration 0F: 2 clusters Score -61724.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -60360.144531 Penalty: 3015.646973
	Iteration 0F: 3 clusters Score -60360.14 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -61029.132812 Penalty: 3015.646973
	Iteration 1F: 3 clusters Score -61029.13 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -61474.050781 Penalty: 3015.646973
	Iteration 2F: 3 clusters Score -61474.05 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -61743.589844 Penalty: 3015.646973
	Iteration 3F: 3 clusters Score -61743.59 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -62038.457031 Penalty: 3015.646973
	Iteration 4Q: 3 clusters Score -62038.46 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -62185.445312 Penalty: 3015.646973
	Iteration 5Q: 3 clusters Score -62185.45 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -62285.156250 Penalty: 3015.646973
	Iteration 6Q: 3 clusters Score -62285.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -62303.457031 Penalty: 3015.646973
	Iteration 7Q: 3 clusters Score -62303.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -62322.277344 Penalty: 3015.646973
	Iteration 8Q: 3 clusters Score -62322.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -62340.082031 Penalty: 3015.646973
	Iteration 9Q: 3 clusters Score -62340.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -62366.605469 Penalty: 3015.646973
	Iteration 10Q: 3 clusters Score -62366.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -62395.218750 Penalty: 3015.646973
	Iteration 11Q: 3 clusters Score -62395.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -62395.218750 Penalty: 3015.646973
	Iteration 12F: 3 clusters Score -62395.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22632 members 
Mstep: Class 2 contains 4319 members 
Mstep: Class 3 contains 1071 members 
Mstep: Class 4 contains 223860 members 
Mstep: Class 5 contains 4104 members 
Mstep: Class 6 contains 2261 members 
Mstep: Class 7 contains 9374 members 
Mstep: Class 8 contains 13916 members 
Mstep: Class 9 contains 7479 members 
Mstep: Class 10 contains 27210 members 
Mstep: Class 11 contains 11615 members 
Mstep: Class 12 contains 1026 members 
Mstep: Class 13 contains 3524 members 
Mstep: Class 14 contains 36453 members 
Mstep: Class 15 contains 181263 members 
Mstep: Class 16 contains 23103 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 9965 members 
Mstep: Class 19 contains 164683 members 
Mstep: Class 20 contains 54998 members 
Mstep: Class 21 contains 2417 members 
Mstep: Class 22 contains 686 members 
Mstep: Class 23 contains 4373 members 
Mstep: Class 24 contains 3356 members 
Mstep: Class 25 contains 38536 members 
Mstep: Class 26 contains 60660 members 
Mstep: Class 27 contains 28778 members 
Mstep: Class 28 contains 470 members 
Mstep: Class 29 contains 42497 members 
Mstep: Class 30 contains 10774 members 
Mstep: Class 31 contains 6563 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8498 members 
Mstep: Class 34 contains 237 members 
Mstep: Class 35 contains 3422 members 
Mstep: Class 36 contains 8266 members 
Mstep: Class 37 contains 3932 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1886 members 
Mstep: Class 40 contains 19228 members 
Mstep: Class 41 contains 423 members 
Mstep: Class 42 contains 3007 members 
Mstep: Class 43 contains 3329 members 
Mstep: Class 44 contains 1399 members 
Mstep: Class 45 contains 22214 members 
Mstep: Class 46 contains 13088 members 
Mstep: Class 47 contains 306 members 
Mstep: Class 48 contains 7846 members 
Mstep: Class 49 contains 26839 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 620 members 
Mstep: Class 52 contains 309 members 
Mstep: Class 53 contains 3104 members 
Mstep: Class 54 contains 347 members 
Mstep: Class 55 contains 4828 members 
Mstep: Class 56 contains 17264 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 284 members 
Mstep: Class 60 contains 4833 members 
Mstep: Class 61 contains 1768 members 
Mstep: Class 62 contains 1052 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 8311 members 
Mstep: Class 65 contains 503 members 
Mstep: Class 66 contains 665 members 
Mstep: Class 67 contains 2651 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 221 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 8028 members 
Mstep: Class 75 contains 892 members 
Mstep: Class 76 contains 504 members 
Mstep: Class 77 contains 631 members 
Mstep: Class 78 contains 486 members 
Mstep: Class 79 contains 200 members 
Entering Unmasked Estep 
Score: -147546064.000000 Penalty: 274052.718750
Splitting cluster 34 changes total score from -147547408.000000 to -147546064.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 35 (3422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Entering Unmasked Estep 
Score: -426926.406250 Penalty: 2018.219116
	Iteration 0F: 2 clusters Score -426926.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -423491.187500 Penalty: 4036.438232
	Iteration 0F: 3 clusters Score -423491.2 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -424146.187500 Penalty: 4036.438232
	Iteration 1F: 3 clusters Score -424146.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -424286.687500 Penalty: 4036.438232
	Iteration 2F: 3 clusters Score -424286.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -424383.031250 Penalty: 4036.438232
	Iteration 3Q: 3 clusters Score -424383 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -424434.750000 Penalty: 4036.438232
	Iteration 4Q: 3 clusters Score -424434.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -424476.000000 Penalty: 4036.438232
	Iteration 5Q: 3 clusters Score -424476 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -424503.718750 Penalty: 4036.438232
	Iteration 6Q: 3 clusters Score -424503.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -424536.843750 Penalty: 4036.438232
	Iteration 7Q: 3 clusters Score -424536.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -424572.500000 Penalty: 4036.438232
	Iteration 8Q: 3 clusters Score -424572.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -424614.250000 Penalty: 4036.438232
	Iteration 9Q: 3 clusters Score -424614.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -424661.562500 Penalty: 4036.438232
	Iteration 10Q: 3 clusters Score -424661.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -424702.656250 Penalty: 4036.438232
	Iteration 11Q: 3 clusters Score -424702.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -424738.125000 Penalty: 4036.438232
	Iteration 12Q: 3 clusters Score -424738.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -424784.093750 Penalty: 4036.438232
	Iteration 13Q: 3 clusters Score -424784.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -424832.343750 Penalty: 4036.438232
	Iteration 14Q: 3 clusters Score -424832.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -424877.312500 Penalty: 4036.438232
	Iteration 15Q: 3 clusters Score -424877.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -424916.281250 Penalty: 4036.438232
	Iteration 16Q: 3 clusters Score -424916.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -424951.718750 Penalty: 4036.438232
	Iteration 17Q: 3 clusters Score -424951.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -424978.375000 Penalty: 4036.438232
	Iteration 18Q: 3 clusters Score -424978.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -425008.156250 Penalty: 4036.438232
	Iteration 19Q: 3 clusters Score -425008.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -425034.562500 Penalty: 4036.438232
	Iteration 20F: 3 clusters Score -425034.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -425057.625000 Penalty: 4036.438232
	Iteration 21Q: 3 clusters Score -425057.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -425081.312500 Penalty: 4036.438232
	Iteration 22Q: 3 clusters Score -425081.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -425099.250000 Penalty: 4036.438232
	Iteration 23Q: 3 clusters Score -425099.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -425108.281250 Penalty: 4036.438232
	Iteration 24Q: 3 clusters Score -425108.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -425117.000000 Penalty: 4036.438232
	Iteration 25Q: 3 clusters Score -425117 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -425125.593750 Penalty: 4036.438232
	Iteration 26Q: 3 clusters Score -425125.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -425130.593750 Penalty: 4036.438232
	Iteration 27Q: 3 clusters Score -425130.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -425133.156250 Penalty: 4036.438232
	Iteration 28Q: 3 clusters Score -425133.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -425137.125000 Penalty: 4036.438232
	Iteration 29Q: 3 clusters Score -425137.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -425143.312500 Penalty: 4036.438232
	Iteration 30Q: 3 clusters Score -425143.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -425146.750000 Penalty: 4036.438232
	Iteration 31Q: 3 clusters Score -425146.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -425152.781250 Penalty: 4036.438232
	Iteration 32Q: 3 clusters Score -425152.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -425162.500000 Penalty: 4036.438232
	Iteration 33Q: 3 clusters Score -425162.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -425170.687500 Penalty: 4036.438232
	Iteration 34Q: 3 clusters Score -425170.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -425176.500000 Penalty: 4036.438232
	Iteration 35Q: 3 clusters Score -425176.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -425183.718750 Penalty: 4036.438232
	Iteration 36Q: 3 clusters Score -425183.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -425190.125000 Penalty: 4036.438232
	Iteration 37Q: 3 clusters Score -425190.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -425198.468750 Penalty: 4036.438232
	Iteration 38Q: 3 clusters Score -425198.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -425209.687500 Penalty: 4036.438232
	Iteration 39Q: 3 clusters Score -425209.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -425220.750000 Penalty: 4036.438232
	Iteration 40F: 3 clusters Score -425220.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -425224.375000 Penalty: 4036.438232
	Iteration 41Q: 3 clusters Score -425224.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -425228.437500 Penalty: 4036.438232
	Iteration 42Q: 3 clusters Score -425228.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -425232.093750 Penalty: 4036.438232
	Iteration 43Q: 3 clusters Score -425232.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -425233.687500 Penalty: 4036.438232
	Iteration 44Q: 3 clusters Score -425233.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -425236.531250 Penalty: 4036.438232
	Iteration 45Q: 3 clusters Score -425236.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -425238.906250 Penalty: 4036.438232
	Iteration 46Q: 3 clusters Score -425238.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -425239.718750 Penalty: 4036.438232
	Iteration 47Q: 3 clusters Score -425239.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -425240.531250 Penalty: 4036.438232
	Iteration 48Q: 3 clusters Score -425240.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -425241.593750 Penalty: 4036.438232
	Iteration 49Q: 3 clusters Score -425241.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -425241.781250 Penalty: 4036.438232
	Iteration 50Q: 3 clusters Score -425241.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -425241.781250 Penalty: 4036.438232
	Iteration 51F: 3 clusters Score -425241.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (8266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Entering Unmasked Estep 
Score: -932428.562500 Penalty: 2236.936768
	Iteration 0F: 2 clusters Score -932428.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -925826.750000 Penalty: 4473.873535
	Iteration 0F: 3 clusters Score -925826.8 nChanged 3368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -927863.937500 Penalty: 4473.873535
	Iteration 1F: 3 clusters Score -927863.9 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -928376.875000 Penalty: 4473.873535
	Iteration 2F: 3 clusters Score -928376.9 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -928898.937500 Penalty: 4473.873535
	Iteration 3F: 3 clusters Score -928898.9 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -929381.062500 Penalty: 4473.873535
	Iteration 4F: 3 clusters Score -929381.1 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -929777.375000 Penalty: 4473.873535
	Iteration 5F: 3 clusters Score -929777.4 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -930109.625000 Penalty: 4473.873535
	Iteration 6F: 3 clusters Score -930109.6 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -930390.937500 Penalty: 4473.873535
	Iteration 7Q: 3 clusters Score -930390.9 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -930661.687500 Penalty: 4473.873535
	Iteration 8Q: 3 clusters Score -930661.7 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -930874.687500 Penalty: 4473.873535
	Iteration 9Q: 3 clusters Score -930874.7 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -931003.937500 Penalty: 4473.873535
	Iteration 10Q: 3 clusters Score -931003.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -931104.250000 Penalty: 4473.873535
	Iteration 11Q: 3 clusters Score -931104.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -931194.500000 Penalty: 4473.873535
	Iteration 12Q: 3 clusters Score -931194.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -931271.250000 Penalty: 4473.873535
	Iteration 13Q: 3 clusters Score -931271.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -931327.750000 Penalty: 4473.873535
	Iteration 14Q: 3 clusters Score -931327.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -931373.750000 Penalty: 4473.873535
	Iteration 15Q: 3 clusters Score -931373.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -931422.562500 Penalty: 4473.873535
	Iteration 16Q: 3 clusters Score -931422.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -931466.062500 Penalty: 4473.873535
	Iteration 17Q: 3 clusters Score -931466.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -931508.437500 Penalty: 4473.873535
	Iteration 18Q: 3 clusters Score -931508.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -931536.125000 Penalty: 4473.873535
	Iteration 19Q: 3 clusters Score -931536.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -931559.375000 Penalty: 4473.873535
	Iteration 20F: 3 clusters Score -931559.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -931577.062500 Penalty: 4473.873535
	Iteration 21Q: 3 clusters Score -931577.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -931589.687500 Penalty: 4473.873535
	Iteration 22Q: 3 clusters Score -931589.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -931605.312500 Penalty: 4473.873535
	Iteration 23Q: 3 clusters Score -931605.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -931615.812500 Penalty: 4473.873535
	Iteration 24Q: 3 clusters Score -931615.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -931623.250000 Penalty: 4473.873535
	Iteration 25Q: 3 clusters Score -931623.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -931632.687500 Penalty: 4473.873535
	Iteration 26Q: 3 clusters Score -931632.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -931640.187500 Penalty: 4473.873535
	Iteration 27Q: 3 clusters Score -931640.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -931648.062500 Penalty: 4473.873535
	Iteration 28Q: 3 clusters Score -931648.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -931654.937500 Penalty: 4473.873535
	Iteration 29Q: 3 clusters Score -931654.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -931663.625000 Penalty: 4473.873535
	Iteration 30Q: 3 clusters Score -931663.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -931668.687500 Penalty: 4473.873535
	Iteration 31Q: 3 clusters Score -931668.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -931676.937500 Penalty: 4473.873535
	Iteration 32Q: 3 clusters Score -931676.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -931678.750000 Penalty: 4473.873535
	Iteration 33Q: 3 clusters Score -931678.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -931680.437500 Penalty: 4473.873535
	Iteration 34Q: 3 clusters Score -931680.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -931684.812500 Penalty: 4473.873535
	Iteration 35Q: 3 clusters Score -931684.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -931686.312500 Penalty: 4473.873535
	Iteration 36Q: 3 clusters Score -931686.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -931686.562500 Penalty: 4473.873535
	Iteration 37Q: 3 clusters Score -931686.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -931686.687500 Penalty: 4473.873535
	Iteration 38Q: 3 clusters Score -931686.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -931685.437500 Penalty: 4473.873535
	Iteration 39Q: 3 clusters Score -931685.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -931687.750000 Penalty: 4473.873535
	Iteration 40F: 3 clusters Score -931687.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -931690.687500 Penalty: 4473.873535
	Iteration 41Q: 3 clusters Score -931690.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -931691.437500 Penalty: 4473.873535
	Iteration 42Q: 3 clusters Score -931691.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -931692.562500 Penalty: 4473.873535
	Iteration 43Q: 3 clusters Score -931692.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -931692.812500 Penalty: 4473.873535
	Iteration 44Q: 3 clusters Score -931692.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -931695.937500 Penalty: 4473.873535
	Iteration 45Q: 3 clusters Score -931695.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -931694.375000 Penalty: 4473.873535
	Iteration 46Q: 3 clusters Score -931694.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -931694.750000 Penalty: 4473.873535
	Iteration 47Q: 3 clusters Score -931694.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -931696.000000 Penalty: 4473.873535
	Iteration 48Q: 3 clusters Score -931696 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -931695.937500 Penalty: 4473.873535
	Iteration 49Q: 3 clusters Score -931695.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -931695.937500 Penalty: 4473.873535
	Iteration 50F: 3 clusters Score -931695.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (3932 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Entering Unmasked Estep 
Score: -493657.125000 Penalty: 2052.671875
	Iteration 0F: 2 clusters Score -493657.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -489797.562500 Penalty: 4105.343750
	Iteration 0F: 3 clusters Score -489797.6 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -490664.531250 Penalty: 4105.343750
	Iteration 1F: 3 clusters Score -490664.5 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -490890.875000 Penalty: 4105.343750
	Iteration 2F: 3 clusters Score -490890.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -491027.593750 Penalty: 4105.343750
	Iteration 3F: 3 clusters Score -491027.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -491122.468750 Penalty: 4105.343750
	Iteration 4Q: 3 clusters Score -491122.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -491188.375000 Penalty: 4105.343750
	Iteration 5Q: 3 clusters Score -491188.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -491244.906250 Penalty: 4105.343750
	Iteration 6Q: 3 clusters Score -491244.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -491288.781250 Penalty: 4105.343750
	Iteration 7Q: 3 clusters Score -491288.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -491337.218750 Penalty: 4105.343750
	Iteration 8Q: 3 clusters Score -491337.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -491378.437500 Penalty: 4105.343750
	Iteration 9Q: 3 clusters Score -491378.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -491416.031250 Penalty: 4105.343750
	Iteration 10Q: 3 clusters Score -491416 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -491450.843750 Penalty: 4105.343750
	Iteration 11Q: 3 clusters Score -491450.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -491479.593750 Penalty: 4105.343750
	Iteration 12Q: 3 clusters Score -491479.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -491508.281250 Penalty: 4105.343750
	Iteration 13Q: 3 clusters Score -491508.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -491534.812500 Penalty: 4105.343750
	Iteration 14Q: 3 clusters Score -491534.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -491564.062500 Penalty: 4105.343750
	Iteration 15Q: 3 clusters Score -491564.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -491585.937500 Penalty: 4105.343750
	Iteration 16Q: 3 clusters Score -491585.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -491608.218750 Penalty: 4105.343750
	Iteration 17Q: 3 clusters Score -491608.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -491637.468750 Penalty: 4105.343750
	Iteration 18Q: 3 clusters Score -491637.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -491660.437500 Penalty: 4105.343750
	Iteration 19Q: 3 clusters Score -491660.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -491677.343750 Penalty: 4105.343750
	Iteration 20F: 3 clusters Score -491677.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -491691.875000 Penalty: 4105.343750
	Iteration 21Q: 3 clusters Score -491691.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -491707.531250 Penalty: 4105.343750
	Iteration 22Q: 3 clusters Score -491707.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -491725.062500 Penalty: 4105.343750
	Iteration 23Q: 3 clusters Score -491725.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -491735.281250 Penalty: 4105.343750
	Iteration 24Q: 3 clusters Score -491735.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -491741.968750 Penalty: 4105.343750
	Iteration 25Q: 3 clusters Score -491742 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -491749.156250 Penalty: 4105.343750
	Iteration 26Q: 3 clusters Score -491749.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -491756.437500 Penalty: 4105.343750
	Iteration 27Q: 3 clusters Score -491756.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -491759.812500 Penalty: 4105.343750
	Iteration 28Q: 3 clusters Score -491759.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -491764.718750 Penalty: 4105.343750
	Iteration 29Q: 3 clusters Score -491764.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -491773.406250 Penalty: 4105.343750
	Iteration 30Q: 3 clusters Score -491773.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -491785.531250 Penalty: 4105.343750
	Iteration 31Q: 3 clusters Score -491785.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -491797.687500 Penalty: 4105.343750
	Iteration 32Q: 3 clusters Score -491797.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -491810.156250 Penalty: 4105.343750
	Iteration 33Q: 3 clusters Score -491810.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -491821.875000 Penalty: 4105.343750
	Iteration 34Q: 3 clusters Score -491821.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -491839.000000 Penalty: 4105.343750
	Iteration 35Q: 3 clusters Score -491839 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -491853.375000 Penalty: 4105.343750
	Iteration 36Q: 3 clusters Score -491853.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -491865.937500 Penalty: 4105.343750
	Iteration 37Q: 3 clusters Score -491865.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -491876.500000 Penalty: 4105.343750
	Iteration 38Q: 3 clusters Score -491876.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -491879.687500 Penalty: 4105.343750
	Iteration 39Q: 3 clusters Score -491879.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -491883.250000 Penalty: 4105.343750
	Iteration 40F: 3 clusters Score -491883.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -491889.218750 Penalty: 4105.343750
	Iteration 41Q: 3 clusters Score -491889.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -491894.187500 Penalty: 4105.343750
	Iteration 42Q: 3 clusters Score -491894.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -491894.875000 Penalty: 4105.343750
	Iteration 43Q: 3 clusters Score -491894.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -491895.781250 Penalty: 4105.343750
	Iteration 44Q: 3 clusters Score -491895.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -491895.781250 Penalty: 4105.343750
	Iteration 45F: 3 clusters Score -491895.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Entering Unmasked Estep 
Score: -55123.515625 Penalty: 1498.572998
	Iteration 0F: 2 clusters Score -55123.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -53931.980469 Penalty: 2997.145996
	Iteration 0F: 3 clusters Score -53931.98 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -54539.632812 Penalty: 2997.145996
	Iteration 1F: 3 clusters Score -54539.63 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -54863.968750 Penalty: 2997.145996
	Iteration 2F: 3 clusters Score -54863.97 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -55073.316406 Penalty: 2997.145996
	Iteration 3Q: 3 clusters Score -55073.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -55119.289062 Penalty: 2997.145996
	Iteration 4Q: 3 clusters Score -55119.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -55178.703125 Penalty: 2997.145996
	Iteration 5Q: 3 clusters Score -55178.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -55198.636719 Penalty: 2997.145996
	Iteration 6Q: 3 clusters Score -55198.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -55242.550781 Penalty: 2997.145996
	Iteration 7Q: 3 clusters Score -55242.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -55299.613281 Penalty: 2997.145996
	Iteration 8Q: 3 clusters Score -55299.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -55307.253906 Penalty: 2997.145996
	Iteration 9Q: 3 clusters Score -55307.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -55319.726562 Penalty: 2997.145996
	Iteration 10Q: 3 clusters Score -55319.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -55347.292969 Penalty: 2997.145996
	Iteration 11Q: 3 clusters Score -55347.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -55347.292969 Penalty: 2997.145996
	Iteration 12F: 3 clusters Score -55347.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22632 members 
Mstep: Class 2 contains 4319 members 
Mstep: Class 3 contains 1071 members 
Mstep: Class 4 contains 223860 members 
Mstep: Class 5 contains 4104 members 
Mstep: Class 6 contains 2261 members 
Mstep: Class 7 contains 9374 members 
Mstep: Class 8 contains 13916 members 
Mstep: Class 9 contains 7479 members 
Mstep: Class 10 contains 27210 members 
Mstep: Class 11 contains 11615 members 
Mstep: Class 12 contains 1026 members 
Mstep: Class 13 contains 3524 members 
Mstep: Class 14 contains 36453 members 
Mstep: Class 15 contains 181263 members 
Mstep: Class 16 contains 23103 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 9965 members 
Mstep: Class 19 contains 164683 members 
Mstep: Class 20 contains 54998 members 
Mstep: Class 21 contains 2417 members 
Mstep: Class 22 contains 686 members 
Mstep: Class 23 contains 4373 members 
Mstep: Class 24 contains 3356 members 
Mstep: Class 25 contains 38536 members 
Mstep: Class 26 contains 60660 members 
Mstep: Class 27 contains 28778 members 
Mstep: Class 28 contains 470 members 
Mstep: Class 29 contains 42497 members 
Mstep: Class 30 contains 10774 members 
Mstep: Class 31 contains 6563 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8498 members 
Mstep: Class 34 contains 437 members 
Mstep: Class 35 contains 3422 members 
Mstep: Class 36 contains 8266 members 
Mstep: Class 37 contains 3932 members 
Mstep: Class 38 contains 225 members 
Mstep: Class 39 contains 1886 members 
Mstep: Class 40 contains 19228 members 
Mstep: Class 41 contains 423 members 
Mstep: Class 42 contains 3007 members 
Mstep: Class 43 contains 3329 members 
Mstep: Class 44 contains 1399 members 
Mstep: Class 45 contains 22214 members 
Mstep: Class 46 contains 13088 members 
Mstep: Class 47 contains 306 members 
Mstep: Class 48 contains 7846 members 
Mstep: Class 49 contains 26839 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 620 members 
Mstep: Class 52 contains 309 members 
Mstep: Class 53 contains 3104 members 
Mstep: Class 54 contains 347 members 
Mstep: Class 55 contains 4828 members 
Mstep: Class 56 contains 17264 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 284 members 
Mstep: Class 60 contains 4833 members 
Mstep: Class 61 contains 1768 members 
Mstep: Class 62 contains 1052 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 8311 members 
Mstep: Class 65 contains 503 members 
Mstep: Class 66 contains 665 members 
Mstep: Class 67 contains 2651 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 221 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 8028 members 
Mstep: Class 75 contains 892 members 
Mstep: Class 76 contains 504 members 
Mstep: Class 77 contains 631 members 
Mstep: Class 78 contains 486 members 
Mstep: Class 79 contains 196 members 
Entering Unmasked Estep 
Score: -147545808.000000 Penalty: 274052.718750
Splitting cluster 38 changes total score from -147547408.000000 to -147545808.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 39 (1886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Entering Unmasked Estep 
Score: -238967.421875 Penalty: 1870.468994
	Iteration 0F: 2 clusters Score -238967.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -236396.500000 Penalty: 3740.937988
	Iteration 0F: 3 clusters Score -236396.5 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -236774.234375 Penalty: 3740.937988
	Iteration 1F: 3 clusters Score -236774.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -236896.421875 Penalty: 3740.937988
	Iteration 2F: 3 clusters Score -236896.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -236950.406250 Penalty: 3740.937988
	Iteration 3Q: 3 clusters Score -236950.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -236983.656250 Penalty: 3740.937988
	Iteration 4Q: 3 clusters Score -236983.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -237003.734375 Penalty: 3740.937988
	Iteration 5Q: 3 clusters Score -237003.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -237016.984375 Penalty: 3740.937988
	Iteration 6Q: 3 clusters Score -237017 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -237030.468750 Penalty: 3740.937988
	Iteration 7Q: 3 clusters Score -237030.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -237045.640625 Penalty: 3740.937988
	Iteration 8Q: 3 clusters Score -237045.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -237059.859375 Penalty: 3740.937988
	Iteration 9Q: 3 clusters Score -237059.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -237068.531250 Penalty: 3740.937988
	Iteration 10Q: 3 clusters Score -237068.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -237077.765625 Penalty: 3740.937988
	Iteration 11Q: 3 clusters Score -237077.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -237085.171875 Penalty: 3740.937988
	Iteration 12Q: 3 clusters Score -237085.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -237098.890625 Penalty: 3740.937988
	Iteration 13Q: 3 clusters Score -237098.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -237108.812500 Penalty: 3740.937988
	Iteration 14Q: 3 clusters Score -237108.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -237120.421875 Penalty: 3740.937988
	Iteration 15Q: 3 clusters Score -237120.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -237131.031250 Penalty: 3740.937988
	Iteration 16Q: 3 clusters Score -237131 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -237137.265625 Penalty: 3740.937988
	Iteration 17Q: 3 clusters Score -237137.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -237140.421875 Penalty: 3740.937988
	Iteration 18Q: 3 clusters Score -237140.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -237142.140625 Penalty: 3740.937988
	Iteration 19Q: 3 clusters Score -237142.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -237144.281250 Penalty: 3740.937988
	Iteration 20F: 3 clusters Score -237144.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -237146.140625 Penalty: 3740.937988
	Iteration 21Q: 3 clusters Score -237146.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -237147.531250 Penalty: 3740.937988
	Iteration 22Q: 3 clusters Score -237147.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -237147.531250 Penalty: 3740.937988
	Iteration 23F: 3 clusters Score -237147.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (19228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19228 members 
Entering Unmasked Estep 
Score: -2548121.250000 Penalty: 2446.302246
	Iteration 0F: 2 clusters Score -2548121 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 9585 members 
Entering Unmasked Estep 
Score: -2534453.750000 Penalty: 4892.604492
	Iteration 0F: 3 clusters Score -2534454 nChanged 8438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -2538943.000000 Penalty: 4892.604492
	Iteration 1F: 3 clusters Score -2538943 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -2539295.000000 Penalty: 4892.604492
	Iteration 2F: 3 clusters Score -2539295 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 9189 members 
Entering Unmasked Estep 
Score: -2539541.000000 Penalty: 4892.604492
	Iteration 3Q: 3 clusters Score -2539541 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10239 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -2539722.000000 Penalty: 4892.604492
	Iteration 4Q: 3 clusters Score -2539722 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -2539882.750000 Penalty: 4892.604492
	Iteration 5Q: 3 clusters Score -2539883 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10814 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -2540062.750000 Penalty: 4892.604492
	Iteration 6Q: 3 clusters Score -2540063 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11190 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -2540282.000000 Penalty: 4892.604492
	Iteration 7Q: 3 clusters Score -2540282 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11661 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -2540567.250000 Penalty: 4892.604492
	Iteration 8Q: 3 clusters Score -2540567 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12283 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -2540977.750000 Penalty: 4892.604492
	Iteration 9Q: 3 clusters Score -2540978 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13092 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -2541541.750000 Penalty: 4892.604492
	Iteration 10Q: 3 clusters Score -2541542 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14026 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -2542264.750000 Penalty: 4892.604492
	Iteration 11F: 3 clusters Score -2542265 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15015 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -2543131.000000 Penalty: 4892.604492
	Iteration 12F: 3 clusters Score -2543131 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15919 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -2544040.750000 Penalty: 4892.604492
	Iteration 13F: 3 clusters Score -2544041 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16543 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -2544688.250000 Penalty: 4892.604492
	Iteration 14Q: 3 clusters Score -2544688 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16942 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -2545100.250000 Penalty: 4892.604492
	Iteration 15Q: 3 clusters Score -2545100 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17187 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -2545331.250000 Penalty: 4892.604492
	Iteration 16Q: 3 clusters Score -2545331 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17351 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -2545479.750000 Penalty: 4892.604492
	Iteration 17Q: 3 clusters Score -2545480 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17477 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -2545579.000000 Penalty: 4892.604492
	Iteration 18Q: 3 clusters Score -2545579 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17568 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -2545634.750000 Penalty: 4892.604492
	Iteration 19Q: 3 clusters Score -2545635 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17653 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -2545675.750000 Penalty: 4892.604492
	Iteration 20F: 3 clusters Score -2545676 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17703 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -2545699.000000 Penalty: 4892.604492
	Iteration 21Q: 3 clusters Score -2545699 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17752 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -2545723.750000 Penalty: 4892.604492
	Iteration 22Q: 3 clusters Score -2545724 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17801 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -2545750.500000 Penalty: 4892.604492
	Iteration 23Q: 3 clusters Score -2545750 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17850 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -2545768.250000 Penalty: 4892.604492
	Iteration 24Q: 3 clusters Score -2545768 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17889 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -2545792.750000 Penalty: 4892.604492
	Iteration 25Q: 3 clusters Score -2545793 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17926 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -2545806.750000 Penalty: 4892.604492
	Iteration 26Q: 3 clusters Score -2545807 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17943 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -2545809.750000 Penalty: 4892.604492
	Iteration 27Q: 3 clusters Score -2545810 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17958 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -2545815.750000 Penalty: 4892.604492
	Iteration 28Q: 3 clusters Score -2545816 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17967 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -2545813.000000 Penalty: 4892.604492
	Iteration 29Q: 3 clusters Score -2545813 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17973 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -2545820.000000 Penalty: 4892.604492
	Iteration 30Q: 3 clusters Score -2545820 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17986 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -2545820.500000 Penalty: 4892.604492
	Iteration 31Q: 3 clusters Score -2545820 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18003 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -2545829.750000 Penalty: 4892.604492
	Iteration 32Q: 3 clusters Score -2545830 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18020 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -2545837.750000 Penalty: 4892.604492
	Iteration 33Q: 3 clusters Score -2545838 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18036 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -2545842.750000 Penalty: 4892.604492
	Iteration 34Q: 3 clusters Score -2545843 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18048 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -2545846.500000 Penalty: 4892.604492
	Iteration 35Q: 3 clusters Score -2545846 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18066 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -2545851.250000 Penalty: 4892.604492
	Iteration 36Q: 3 clusters Score -2545851 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18079 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -2545857.500000 Penalty: 4892.604492
	Iteration 37Q: 3 clusters Score -2545858 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18094 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -2545864.500000 Penalty: 4892.604492
	Iteration 38Q: 3 clusters Score -2545864 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18110 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -2545871.750000 Penalty: 4892.604492
	Iteration 39Q: 3 clusters Score -2545872 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18123 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -2545877.250000 Penalty: 4892.604492
	Iteration 40F: 3 clusters Score -2545877 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18134 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -2545886.250000 Penalty: 4892.604492
	Iteration 41Q: 3 clusters Score -2545886 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18140 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -2545887.750000 Penalty: 4892.604492
	Iteration 42Q: 3 clusters Score -2545888 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18146 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -2545889.500000 Penalty: 4892.604492
	Iteration 43Q: 3 clusters Score -2545890 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18151 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -2545890.000000 Penalty: 4892.604492
	Iteration 44Q: 3 clusters Score -2545890 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18158 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -2545894.500000 Penalty: 4892.604492
	Iteration 45Q: 3 clusters Score -2545894 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18160 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -2545901.500000 Penalty: 4892.604492
	Iteration 46Q: 3 clusters Score -2545902 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18161 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -2545902.500000 Penalty: 4892.604492
	Iteration 47Q: 3 clusters Score -2545902 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18161 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -2545902.500000 Penalty: 4892.604492
	Iteration 48F: 3 clusters Score -2545902 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (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: -38191.632812 Penalty: 1499.748291
	Iteration 0F: 2 clusters Score -38191.63 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: -36932.597656 Penalty: 2999.496582
	Iteration 0F: 3 clusters Score -36932.6 nChanged 83
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: -37116.792969 Penalty: 2999.496582
	Iteration 1F: 3 clusters Score -37116.79 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -37219.058594 Penalty: 2999.496582
	Iteration 2F: 3 clusters Score -37219.06 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -37335.753906 Penalty: 2999.496582
	Iteration 3Q: 3 clusters Score -37335.75 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -37439.003906 Penalty: 2999.496582
	Iteration 4Q: 3 clusters Score -37439 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -37568.937500 Penalty: 2999.496582
	Iteration 5Q: 3 clusters Score -37568.94 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -37715.406250 Penalty: 2999.496582
	Iteration 6Q: 3 clusters Score -37715.41 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -37883.597656 Penalty: 2999.496582
	Iteration 7Q: 3 clusters Score -37883.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -37971.562500 Penalty: 2999.496582
	Iteration 8Q: 3 clusters Score -37971.56 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -38051.835938 Penalty: 2999.496582
	Iteration 9Q: 3 clusters Score -38051.84 nChanged 9
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: -38130.062500 Penalty: 2999.496582
	Iteration 10Q: 3 clusters Score -38130.06 nChanged 6
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: -38164.632812 Penalty: 2999.496582
	Iteration 11Q: 3 clusters Score -38164.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -38190.042969 Penalty: 2999.496582
	Iteration 12Q: 3 clusters Score -38190.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -38193.652344 Penalty: 2999.496582
	Iteration 13Q: 3 clusters Score -38193.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -38201.851562 Penalty: 2999.496582
	Iteration 14F: 3 clusters Score -38201.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -38252.382812 Penalty: 2999.496582
	Iteration 15Q: 3 clusters Score -38252.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -38259.300781 Penalty: 2999.496582
	Iteration 16Q: 3 clusters Score -38259.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -38259.300781 Penalty: 2999.496582
	Iteration 17F: 3 clusters Score -38259.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22632 members 
Mstep: Class 2 contains 4319 members 
Mstep: Class 3 contains 1071 members 
Mstep: Class 4 contains 223860 members 
Mstep: Class 5 contains 4104 members 
Mstep: Class 6 contains 2261 members 
Mstep: Class 7 contains 9374 members 
Mstep: Class 8 contains 13916 members 
Mstep: Class 9 contains 7479 members 
Mstep: Class 10 contains 27210 members 
Mstep: Class 11 contains 11615 members 
Mstep: Class 12 contains 1026 members 
Mstep: Class 13 contains 3524 members 
Mstep: Class 14 contains 36453 members 
Mstep: Class 15 contains 181263 members 
Mstep: Class 16 contains 23103 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 9965 members 
Mstep: Class 19 contains 164683 members 
Mstep: Class 20 contains 54998 members 
Mstep: Class 21 contains 2417 members 
Mstep: Class 22 contains 686 members 
Mstep: Class 23 contains 4373 members 
Mstep: Class 24 contains 3356 members 
Mstep: Class 25 contains 38536 members 
Mstep: Class 26 contains 60660 members 
Mstep: Class 27 contains 28778 members 
Mstep: Class 28 contains 470 members 
Mstep: Class 29 contains 42497 members 
Mstep: Class 30 contains 10774 members 
Mstep: Class 31 contains 6563 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8498 members 
Mstep: Class 34 contains 437 members 
Mstep: Class 35 contains 3422 members 
Mstep: Class 36 contains 8266 members 
Mstep: Class 37 contains 3932 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1886 members 
Mstep: Class 40 contains 19228 members 
Mstep: Class 41 contains 197 members 
Mstep: Class 42 contains 3007 members 
Mstep: Class 43 contains 3329 members 
Mstep: Class 44 contains 1399 members 
Mstep: Class 45 contains 22214 members 
Mstep: Class 46 contains 13088 members 
Mstep: Class 47 contains 306 members 
Mstep: Class 48 contains 7846 members 
Mstep: Class 49 contains 26839 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 620 members 
Mstep: Class 52 contains 309 members 
Mstep: Class 53 contains 3104 members 
Mstep: Class 54 contains 347 members 
Mstep: Class 55 contains 4828 members 
Mstep: Class 56 contains 17264 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 284 members 
Mstep: Class 60 contains 4833 members 
Mstep: Class 61 contains 1768 members 
Mstep: Class 62 contains 1052 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 8311 members 
Mstep: Class 65 contains 503 members 
Mstep: Class 66 contains 665 members 
Mstep: Class 67 contains 2651 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 221 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 8028 members 
Mstep: Class 75 contains 892 members 
Mstep: Class 76 contains 504 members 
Mstep: Class 77 contains 631 members 
Mstep: Class 78 contains 486 members 
Mstep: Class 79 contains 226 members 
Entering Unmasked Estep 
Score: -147545616.000000 Penalty: 274052.718750
Splitting cluster 41 changes total score from -147547408.000000 to -147545616.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 42 (3007 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Entering Unmasked Estep 
Score: -376807.687500 Penalty: 1986.157227
	Iteration 0F: 2 clusters Score -376807.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -373533.187500 Penalty: 3972.314453
	Iteration 0F: 3 clusters Score -373533.2 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -374172.531250 Penalty: 3972.314453
	Iteration 1F: 3 clusters Score -374172.5 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -374340.062500 Penalty: 3972.314453
	Iteration 2F: 3 clusters Score -374340.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -374466.656250 Penalty: 3972.314453
	Iteration 3F: 3 clusters Score -374466.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -374557.437500 Penalty: 3972.314453
	Iteration 4Q: 3 clusters Score -374557.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -374628.218750 Penalty: 3972.314453
	Iteration 5Q: 3 clusters Score -374628.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -374690.093750 Penalty: 3972.314453
	Iteration 6Q: 3 clusters Score -374690.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -374732.531250 Penalty: 3972.314453
	Iteration 7Q: 3 clusters Score -374732.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -374769.968750 Penalty: 3972.314453
	Iteration 8Q: 3 clusters Score -374770 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -374805.875000 Penalty: 3972.314453
	Iteration 9Q: 3 clusters Score -374805.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -374841.156250 Penalty: 3972.314453
	Iteration 10Q: 3 clusters Score -374841.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -374869.062500 Penalty: 3972.314453
	Iteration 11Q: 3 clusters Score -374869.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -374893.312500 Penalty: 3972.314453
	Iteration 12Q: 3 clusters Score -374893.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -374926.156250 Penalty: 3972.314453
	Iteration 13Q: 3 clusters Score -374926.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -374954.750000 Penalty: 3972.314453
	Iteration 14Q: 3 clusters Score -374954.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -374980.531250 Penalty: 3972.314453
	Iteration 15Q: 3 clusters Score -374980.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -374999.968750 Penalty: 3972.314453
	Iteration 16Q: 3 clusters Score -375000 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -375018.406250 Penalty: 3972.314453
	Iteration 17Q: 3 clusters Score -375018.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -375035.937500 Penalty: 3972.314453
	Iteration 18Q: 3 clusters Score -375035.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -375055.375000 Penalty: 3972.314453
	Iteration 19Q: 3 clusters Score -375055.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -375074.406250 Penalty: 3972.314453
	Iteration 20F: 3 clusters Score -375074.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -375083.187500 Penalty: 3972.314453
	Iteration 21Q: 3 clusters Score -375083.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -375092.187500 Penalty: 3972.314453
	Iteration 22Q: 3 clusters Score -375092.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -375098.156250 Penalty: 3972.314453
	Iteration 23Q: 3 clusters Score -375098.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -375107.812500 Penalty: 3972.314453
	Iteration 24Q: 3 clusters Score -375107.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -375113.281250 Penalty: 3972.314453
	Iteration 25Q: 3 clusters Score -375113.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -375118.562500 Penalty: 3972.314453
	Iteration 26Q: 3 clusters Score -375118.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -375121.031250 Penalty: 3972.314453
	Iteration 27Q: 3 clusters Score -375121 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -375126.093750 Penalty: 3972.314453
	Iteration 28Q: 3 clusters Score -375126.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -375128.343750 Penalty: 3972.314453
	Iteration 29Q: 3 clusters Score -375128.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -375130.906250 Penalty: 3972.314453
	Iteration 30Q: 3 clusters Score -375130.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -375133.250000 Penalty: 3972.314453
	Iteration 31Q: 3 clusters Score -375133.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -375135.968750 Penalty: 3972.314453
	Iteration 32Q: 3 clusters Score -375136 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -375137.875000 Penalty: 3972.314453
	Iteration 33Q: 3 clusters Score -375137.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -375138.531250 Penalty: 3972.314453
	Iteration 34Q: 3 clusters Score -375138.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -375138.531250 Penalty: 3972.314453
	Iteration 35F: 3 clusters Score -375138.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (3329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Entering Unmasked Estep 
Score: -405303.343750 Penalty: 2011.385864
	Iteration 0F: 2 clusters Score -405303.3 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 1677 members 
Entering Unmasked Estep 
Score: -401836.187500 Penalty: 4022.771729
	Iteration 0F: 3 clusters Score -401836.2 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -402547.968750 Penalty: 4022.771729
	Iteration 1F: 3 clusters Score -402548 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -402736.656250 Penalty: 4022.771729
	Iteration 2F: 3 clusters Score -402736.7 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -402901.875000 Penalty: 4022.771729
	Iteration 3F: 3 clusters Score -402901.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -403080.156250 Penalty: 4022.771729
	Iteration 4F: 3 clusters Score -403080.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -403217.437500 Penalty: 4022.771729
	Iteration 5Q: 3 clusters Score -403217.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -403334.906250 Penalty: 4022.771729
	Iteration 6Q: 3 clusters Score -403334.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -403439.312500 Penalty: 4022.771729
	Iteration 7Q: 3 clusters Score -403439.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -403529.281250 Penalty: 4022.771729
	Iteration 8Q: 3 clusters Score -403529.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -403602.093750 Penalty: 4022.771729
	Iteration 9Q: 3 clusters Score -403602.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -403650.875000 Penalty: 4022.771729
	Iteration 10Q: 3 clusters Score -403650.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -403691.781250 Penalty: 4022.771729
	Iteration 11Q: 3 clusters Score -403691.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -403721.250000 Penalty: 4022.771729
	Iteration 12Q: 3 clusters Score -403721.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -403738.812500 Penalty: 4022.771729
	Iteration 13Q: 3 clusters Score -403738.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -403757.000000 Penalty: 4022.771729
	Iteration 14Q: 3 clusters Score -403757 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -403775.625000 Penalty: 4022.771729
	Iteration 15Q: 3 clusters Score -403775.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -403793.562500 Penalty: 4022.771729
	Iteration 16Q: 3 clusters Score -403793.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -403815.375000 Penalty: 4022.771729
	Iteration 17Q: 3 clusters Score -403815.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -403831.062500 Penalty: 4022.771729
	Iteration 18Q: 3 clusters Score -403831.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -403843.406250 Penalty: 4022.771729
	Iteration 19Q: 3 clusters Score -403843.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -403849.625000 Penalty: 4022.771729
	Iteration 20F: 3 clusters Score -403849.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -403856.781250 Penalty: 4022.771729
	Iteration 21Q: 3 clusters Score -403856.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -403861.781250 Penalty: 4022.771729
	Iteration 22Q: 3 clusters Score -403861.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -403868.375000 Penalty: 4022.771729
	Iteration 23Q: 3 clusters Score -403868.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -403873.406250 Penalty: 4022.771729
	Iteration 24Q: 3 clusters Score -403873.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -403881.406250 Penalty: 4022.771729
	Iteration 25Q: 3 clusters Score -403881.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -403889.500000 Penalty: 4022.771729
	Iteration 26Q: 3 clusters Score -403889.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -403896.937500 Penalty: 4022.771729
	Iteration 27Q: 3 clusters Score -403896.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -403902.781250 Penalty: 4022.771729
	Iteration 28Q: 3 clusters Score -403902.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -403905.156250 Penalty: 4022.771729
	Iteration 29Q: 3 clusters Score -403905.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -403907.812500 Penalty: 4022.771729
	Iteration 30Q: 3 clusters Score -403907.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -403909.562500 Penalty: 4022.771729
	Iteration 31Q: 3 clusters Score -403909.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -403911.625000 Penalty: 4022.771729
	Iteration 32Q: 3 clusters Score -403911.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -403913.125000 Penalty: 4022.771729
	Iteration 33Q: 3 clusters Score -403913.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -403915.093750 Penalty: 4022.771729
	Iteration 34Q: 3 clusters Score -403915.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -403920.093750 Penalty: 4022.771729
	Iteration 35Q: 3 clusters Score -403920.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -403927.250000 Penalty: 4022.771729
	Iteration 36Q: 3 clusters Score -403927.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -403934.250000 Penalty: 4022.771729
	Iteration 37Q: 3 clusters Score -403934.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -403937.687500 Penalty: 4022.771729
	Iteration 38Q: 3 clusters Score -403937.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -403938.937500 Penalty: 4022.771729
	Iteration 39Q: 3 clusters Score -403938.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -403938.937500 Penalty: 4022.771729
	Iteration 40F: 3 clusters Score -403938.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (1399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Entering Unmasked Estep 
Score: -193638.531250 Penalty: 1796.391235
	Iteration 0F: 2 clusters Score -193638.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -191563.437500 Penalty: 3592.782471
	Iteration 0F: 3 clusters Score -191563.4 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -192921.140625 Penalty: 3592.782471
	Iteration 1F: 3 clusters Score -192921.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -193663.734375 Penalty: 3592.782471
	Iteration 2F: 3 clusters Score -193663.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -194023.781250 Penalty: 3592.782471
	Iteration 3F: 3 clusters Score -194023.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -194132.453125 Penalty: 3592.782471
	Iteration 4Q: 3 clusters Score -194132.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -194206.109375 Penalty: 3592.782471
	Iteration 5Q: 3 clusters Score -194206.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -194232.625000 Penalty: 3592.782471
	Iteration 6Q: 3 clusters Score -194232.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -194242.187500 Penalty: 3592.782471
	Iteration 7Q: 3 clusters Score -194242.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -194251.453125 Penalty: 3592.782471
	Iteration 8Q: 3 clusters Score -194251.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -194258.734375 Penalty: 3592.782471
	Iteration 9Q: 3 clusters Score -194258.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -194262.046875 Penalty: 3592.782471
	Iteration 10Q: 3 clusters Score -194262 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -194266.015625 Penalty: 3592.782471
	Iteration 11F: 3 clusters Score -194266 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -194278.500000 Penalty: 3592.782471
	Iteration 12Q: 3 clusters Score -194278.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -194284.609375 Penalty: 3592.782471
	Iteration 13Q: 3 clusters Score -194284.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -194295.468750 Penalty: 3592.782471
	Iteration 14Q: 3 clusters Score -194295.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -194306.218750 Penalty: 3592.782471
	Iteration 15Q: 3 clusters Score -194306.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -194307.953125 Penalty: 3592.782471
	Iteration 16Q: 3 clusters Score -194308 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -194312.453125 Penalty: 3592.782471
	Iteration 17Q: 3 clusters Score -194312.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -194312.453125 Penalty: 3592.782471
	Iteration 18F: 3 clusters Score -194312.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22632 members 
Mstep: Class 2 contains 4319 members 
Mstep: Class 3 contains 1071 members 
Mstep: Class 4 contains 223860 members 
Mstep: Class 5 contains 4104 members 
Mstep: Class 6 contains 2261 members 
Mstep: Class 7 contains 9374 members 
Mstep: Class 8 contains 13916 members 
Mstep: Class 9 contains 7479 members 
Mstep: Class 10 contains 27210 members 
Mstep: Class 11 contains 11615 members 
Mstep: Class 12 contains 1026 members 
Mstep: Class 13 contains 3524 members 
Mstep: Class 14 contains 36453 members 
Mstep: Class 15 contains 181263 members 
Mstep: Class 16 contains 23103 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 9965 members 
Mstep: Class 19 contains 164683 members 
Mstep: Class 20 contains 54998 members 
Mstep: Class 21 contains 2417 members 
Mstep: Class 22 contains 686 members 
Mstep: Class 23 contains 4373 members 
Mstep: Class 24 contains 3356 members 
Mstep: Class 25 contains 38536 members 
Mstep: Class 26 contains 60660 members 
Mstep: Class 27 contains 28778 members 
Mstep: Class 28 contains 470 members 
Mstep: Class 29 contains 42497 members 
Mstep: Class 30 contains 10774 members 
Mstep: Class 31 contains 6563 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8498 members 
Mstep: Class 34 contains 437 members 
Mstep: Class 35 contains 3422 members 
Mstep: Class 36 contains 8266 members 
Mstep: Class 37 contains 3932 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1886 members 
Mstep: Class 40 contains 19228 members 
Mstep: Class 41 contains 423 members 
Mstep: Class 42 contains 3007 members 
Mstep: Class 43 contains 3329 members 
Mstep: Class 44 contains 640 members 
Mstep: Class 45 contains 22214 members 
Mstep: Class 46 contains 13088 members 
Mstep: Class 47 contains 306 members 
Mstep: Class 48 contains 7846 members 
Mstep: Class 49 contains 26839 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 620 members 
Mstep: Class 52 contains 309 members 
Mstep: Class 53 contains 3104 members 
Mstep: Class 54 contains 347 members 
Mstep: Class 55 contains 4828 members 
Mstep: Class 56 contains 17264 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 284 members 
Mstep: Class 60 contains 4833 members 
Mstep: Class 61 contains 1768 members 
Mstep: Class 62 contains 1052 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 8311 members 
Mstep: Class 65 contains 503 members 
Mstep: Class 66 contains 665 members 
Mstep: Class 67 contains 2651 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 221 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 8028 members 
Mstep: Class 75 contains 892 members 
Mstep: Class 76 contains 504 members 
Mstep: Class 77 contains 631 members 
Mstep: Class 78 contains 486 members 
Mstep: Class 79 contains 759 members 
Entering Unmasked Estep 
Score: -147546432.000000 Penalty: 274052.718750
Splitting cluster 44 changes total score from -147547408.000000 to -147546432.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 45 (22214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22214 members 
Entering Unmasked Estep 
Score: -2594283.000000 Penalty: 2482.102539
	Iteration 0F: 2 clusters Score -2594283 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10968 members 
Mstep: Class 2 contains 11246 members 
Entering Unmasked Estep 
Score: -2578792.750000 Penalty: 4964.205078
	Iteration 0F: 3 clusters Score -2578793 nChanged 9789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10385 members 
Mstep: Class 2 contains 11829 members 
Entering Unmasked Estep 
Score: -2584352.500000 Penalty: 4964.205078
	Iteration 1F: 3 clusters Score -2584352 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10053 members 
Mstep: Class 2 contains 12161 members 
Entering Unmasked Estep 
Score: -2585052.750000 Penalty: 4964.205078
	Iteration 2F: 3 clusters Score -2585053 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 12635 members 
Entering Unmasked Estep 
Score: -2585820.750000 Penalty: 4964.205078
	Iteration 3F: 3 clusters Score -2585821 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8992 members 
Mstep: Class 2 contains 13222 members 
Entering Unmasked Estep 
Score: -2586664.750000 Penalty: 4964.205078
	Iteration 4F: 3 clusters Score -2586665 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 13828 members 
Entering Unmasked Estep 
Score: -2587495.000000 Penalty: 4964.205078
	Iteration 5F: 3 clusters Score -2587495 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 14479 members 
Entering Unmasked Estep 
Score: -2588266.250000 Penalty: 4964.205078
	Iteration 6F: 3 clusters Score -2588266 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 15156 members 
Entering Unmasked Estep 
Score: -2588955.250000 Penalty: 4964.205078
	Iteration 7F: 3 clusters Score -2588955 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 15823 members 
Entering Unmasked Estep 
Score: -2589500.750000 Penalty: 4964.205078
	Iteration 8Q: 3 clusters Score -2589501 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 16421 members 
Entering Unmasked Estep 
Score: -2589950.000000 Penalty: 4964.205078
	Iteration 9Q: 3 clusters Score -2589950 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 16999 members 
Entering Unmasked Estep 
Score: -2590337.500000 Penalty: 4964.205078
	Iteration 10Q: 3 clusters Score -2590338 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 17543 members 
Entering Unmasked Estep 
Score: -2590630.500000 Penalty: 4964.205078
	Iteration 11Q: 3 clusters Score -2590630 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 18006 members 
Entering Unmasked Estep 
Score: -2590882.250000 Penalty: 4964.205078
	Iteration 12Q: 3 clusters Score -2590882 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 18440 members 
Entering Unmasked Estep 
Score: -2591120.500000 Penalty: 4964.205078
	Iteration 13Q: 3 clusters Score -2591120 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 18843 members 
Entering Unmasked Estep 
Score: -2591352.250000 Penalty: 4964.205078
	Iteration 14Q: 3 clusters Score -2591352 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 19194 members 
Entering Unmasked Estep 
Score: -2591566.000000 Penalty: 4964.205078
	Iteration 15Q: 3 clusters Score -2591566 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 19512 members 
Entering Unmasked Estep 
Score: -2591761.250000 Penalty: 4964.205078
	Iteration 16Q: 3 clusters Score -2591761 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 19769 members 
Entering Unmasked Estep 
Score: -2591933.750000 Penalty: 4964.205078
	Iteration 17Q: 3 clusters Score -2591934 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 19969 members 
Entering Unmasked Estep 
Score: -2592036.000000 Penalty: 4964.205078
	Iteration 18Q: 3 clusters Score -2592036 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 20133 members 
Entering Unmasked Estep 
Score: -2592142.000000 Penalty: 4964.205078
	Iteration 19Q: 3 clusters Score -2592142 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 20280 members 
Entering Unmasked Estep 
Score: -2592230.000000 Penalty: 4964.205078
	Iteration 20F: 3 clusters Score -2592230 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 20406 members 
Entering Unmasked Estep 
Score: -2592300.000000 Penalty: 4964.205078
	Iteration 21Q: 3 clusters Score -2592300 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 20491 members 
Entering Unmasked Estep 
Score: -2592348.750000 Penalty: 4964.205078
	Iteration 22Q: 3 clusters Score -2592349 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 20547 members 
Entering Unmasked Estep 
Score: -2592375.250000 Penalty: 4964.205078
	Iteration 23Q: 3 clusters Score -2592375 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 20592 members 
Entering Unmasked Estep 
Score: -2592399.500000 Penalty: 4964.205078
	Iteration 24Q: 3 clusters Score -2592400 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 20620 members 
Entering Unmasked Estep 
Score: -2592427.000000 Penalty: 4964.205078
	Iteration 25Q: 3 clusters Score -2592427 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 20651 members 
Entering Unmasked Estep 
Score: -2592447.000000 Penalty: 4964.205078
	Iteration 26Q: 3 clusters Score -2592447 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 20688 members 
Entering Unmasked Estep 
Score: -2592468.000000 Penalty: 4964.205078
	Iteration 27Q: 3 clusters Score -2592468 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 20715 members 
Entering Unmasked Estep 
Score: -2592489.000000 Penalty: 4964.205078
	Iteration 28Q: 3 clusters Score -2592489 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 20738 members 
Entering Unmasked Estep 
Score: -2592500.000000 Penalty: 4964.205078
	Iteration 29Q: 3 clusters Score -2592500 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 20753 members 
Entering Unmasked Estep 
Score: -2592514.500000 Penalty: 4964.205078
	Iteration 30Q: 3 clusters Score -2592514 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 20777 members 
Entering Unmasked Estep 
Score: -2592530.250000 Penalty: 4964.205078
	Iteration 31Q: 3 clusters Score -2592530 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 20795 members 
Entering Unmasked Estep 
Score: -2592542.000000 Penalty: 4964.205078
	Iteration 32Q: 3 clusters Score -2592542 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 20802 members 
Entering Unmasked Estep 
Score: -2592547.000000 Penalty: 4964.205078
	Iteration 33Q: 3 clusters Score -2592547 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 20807 members 
Entering Unmasked Estep 
Score: -2592548.500000 Penalty: 4964.205078
	Iteration 34Q: 3 clusters Score -2592548 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 20812 members 
Entering Unmasked Estep 
Score: -2592550.250000 Penalty: 4964.205078
	Iteration 35Q: 3 clusters Score -2592550 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 20813 members 
Entering Unmasked Estep 
Score: -2592552.000000 Penalty: 4964.205078
	Iteration 36Q: 3 clusters Score -2592552 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 20813 members 
Entering Unmasked Estep 
Score: -2592552.750000 Penalty: 4964.205078
	Iteration 37Q: 3 clusters Score -2592553 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 20814 members 
Entering Unmasked Estep 
Score: -2592550.250000 Penalty: 4964.205078
	Iteration 38Q: 3 clusters Score -2592550 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 20815 members 
Entering Unmasked Estep 
Score: -2592553.000000 Penalty: 4964.205078
	Iteration 39Q: 3 clusters Score -2592553 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 20817 members 
Entering Unmasked Estep 
Score: -2592556.250000 Penalty: 4964.205078
	Iteration 40F: 3 clusters Score -2592556 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 20820 members 
Entering Unmasked Estep 
Score: -2592554.000000 Penalty: 4964.205078
	Iteration 41Q: 3 clusters Score -2592554 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 20821 members 
Entering Unmasked Estep 
Score: -2592556.000000 Penalty: 4964.205078
	Iteration 42Q: 3 clusters Score -2592556 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 20820 members 
Entering Unmasked Estep 
Score: -2592556.500000 Penalty: 4964.205078
	Iteration 43Q: 3 clusters Score -2592556 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 20820 members 
Entering Unmasked Estep 
Score: -2592557.750000 Penalty: 4964.205078
	Iteration 44Q: 3 clusters Score -2592558 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 20822 members 
Entering Unmasked Estep 
Score: -2592560.500000 Penalty: 4964.205078
	Iteration 45Q: 3 clusters Score -2592560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 20822 members 
Entering Unmasked Estep 
Score: -2592561.500000 Penalty: 4964.205078
	Iteration 46Q: 3 clusters Score -2592562 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 20823 members 
Entering Unmasked Estep 
Score: -2592558.750000 Penalty: 4964.205078
	Iteration 47Q: 3 clusters Score -2592559 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 20824 members 
Entering Unmasked Estep 
Score: -2592559.000000 Penalty: 4964.205078
	Iteration 48Q: 3 clusters Score -2592559 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 20825 members 
Entering Unmasked Estep 
Score: -2592558.000000 Penalty: 4964.205078
	Iteration 49Q: 3 clusters Score -2592558 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 20825 members 
Entering Unmasked Estep 
Score: -2592558.000000 Penalty: 4964.205078
	Iteration 50F: 3 clusters Score -2592558 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (13088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13088 members 
Entering Unmasked Estep 
Score: -1656951.750000 Penalty: 2350.903809
	Iteration 0F: 2 clusters Score -1656952 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -1647308.750000 Penalty: 4701.807617
	Iteration 0F: 3 clusters Score -1647309 nChanged 5576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -1650382.625000 Penalty: 4701.807617
	Iteration 1F: 3 clusters Score -1650383 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -1650824.375000 Penalty: 4701.807617
	Iteration 2F: 3 clusters Score -1650824 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -1651191.875000 Penalty: 4701.807617
	Iteration 3F: 3 clusters Score -1651192 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -1651546.000000 Penalty: 4701.807617
	Iteration 4Q: 3 clusters Score -1651546 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -1651950.625000 Penalty: 4701.807617
	Iteration 5Q: 3 clusters Score -1651951 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -1652412.750000 Penalty: 4701.807617
	Iteration 6F: 3 clusters Score -1652413 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -1652903.000000 Penalty: 4701.807617
	Iteration 7F: 3 clusters Score -1652903 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -1653426.625000 Penalty: 4701.807617
	Iteration 8F: 3 clusters Score -1653427 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -1654052.125000 Penalty: 4701.807617
	Iteration 9F: 3 clusters Score -1654052 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -1654793.750000 Penalty: 4701.807617
	Iteration 10F: 3 clusters Score -1654794 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 9744 members 
Entering Unmasked Estep 
Score: -1655558.625000 Penalty: 4701.807617
	Iteration 11Q: 3 clusters Score -1655559 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 9947 members 
Entering Unmasked Estep 
Score: -1656153.750000 Penalty: 4701.807617
	Iteration 12Q: 3 clusters Score -1656154 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 10071 members 
Entering Unmasked Estep 
Score: -1656509.250000 Penalty: 4701.807617
	Iteration 13Q: 3 clusters Score -1656509 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 10145 members 
Entering Unmasked Estep 
Score: -1656630.000000 Penalty: 4701.807617
	Iteration 14Q: 3 clusters Score -1656630 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -1656671.250000 Penalty: 4701.807617
	Iteration 15Q: 3 clusters Score -1656671 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 10201 members 
Entering Unmasked Estep 
Score: -1656682.000000 Penalty: 4701.807617
	Iteration 16Q: 3 clusters Score -1656682 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 10210 members 
Entering Unmasked Estep 
Score: -1656687.625000 Penalty: 4701.807617
	Iteration 17Q: 3 clusters Score -1656688 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 10213 members 
Entering Unmasked Estep 
Score: -1656697.375000 Penalty: 4701.807617
	Iteration 18Q: 3 clusters Score -1656697 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 10219 members 
Entering Unmasked Estep 
Score: -1656701.250000 Penalty: 4701.807617
	Iteration 19Q: 3 clusters Score -1656701 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
Score: -1656705.500000 Penalty: 4701.807617
	Iteration 20F: 3 clusters Score -1656706 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 10227 members 
Entering Unmasked Estep 
Score: -1656703.375000 Penalty: 4701.807617
	Iteration 21Q: 3 clusters Score -1656703 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -1656707.500000 Penalty: 4701.807617
	Iteration 22Q: 3 clusters Score -1656708 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -1656706.250000 Penalty: 4701.807617
	Iteration 23Q: 3 clusters Score -1656706 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 10227 members 
Entering Unmasked Estep 
Score: -1656705.750000 Penalty: 4701.807617
	Iteration 24Q: 3 clusters Score -1656706 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -1656707.750000 Penalty: 4701.807617
	Iteration 25Q: 3 clusters Score -1656708 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 10229 members 
Entering Unmasked Estep 
Score: -1656706.750000 Penalty: 4701.807617
	Iteration 26Q: 3 clusters Score -1656707 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 10233 members 
Entering Unmasked Estep 
Score: -1656711.875000 Penalty: 4701.807617
	Iteration 27Q: 3 clusters Score -1656712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 10234 members 
Entering Unmasked Estep 
Score: -1656716.250000 Penalty: 4701.807617
	Iteration 28Q: 3 clusters Score -1656716 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 10235 members 
Entering Unmasked Estep 
Score: -1656713.125000 Penalty: 4701.807617
	Iteration 29Q: 3 clusters Score -1656713 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 10235 members 
Entering Unmasked Estep 
Score: -1656713.125000 Penalty: 4701.807617
	Iteration 30F: 3 clusters Score -1656713 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Entering Unmasked Estep 
Score: -40779.203125 Penalty: 1419.449097
	Iteration 0F: 2 clusters Score -40779.2 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 160 members 
Entering Unmasked Estep 
Score: -39621.027344 Penalty: 2838.898193
	Iteration 0F: 3 clusters Score -39621.03 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -40155.796875 Penalty: 2838.898193
	Iteration 1F: 3 clusters Score -40155.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -40466.019531 Penalty: 2838.898193
	Iteration 2F: 3 clusters Score -40466.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -40645.160156 Penalty: 2838.898193
	Iteration 3Q: 3 clusters Score -40645.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -40725.964844 Penalty: 2838.898193
	Iteration 4Q: 3 clusters Score -40725.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -40749.460938 Penalty: 2838.898193
	Iteration 5Q: 3 clusters Score -40749.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -40816.113281 Penalty: 2838.898193
	Iteration 6Q: 3 clusters Score -40816.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -40898.671875 Penalty: 2838.898193
	Iteration 7Q: 3 clusters Score -40898.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -40990.707031 Penalty: 2838.898193
	Iteration 8Q: 3 clusters Score -40990.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -40995.359375 Penalty: 2838.898193
	Iteration 9Q: 3 clusters Score -40995.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -40995.359375 Penalty: 2838.898193
	Iteration 10F: 3 clusters Score -40995.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22632 members 
Mstep: Class 2 contains 4319 members 
Mstep: Class 3 contains 1071 members 
Mstep: Class 4 contains 223860 members 
Mstep: Class 5 contains 4104 members 
Mstep: Class 6 contains 2261 members 
Mstep: Class 7 contains 9374 members 
Mstep: Class 8 contains 13916 members 
Mstep: Class 9 contains 7479 members 
Mstep: Class 10 contains 27210 members 
Mstep: Class 11 contains 11615 members 
Mstep: Class 12 contains 1026 members 
Mstep: Class 13 contains 3524 members 
Mstep: Class 14 contains 36453 members 
Mstep: Class 15 contains 181263 members 
Mstep: Class 16 contains 23103 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 9965 members 
Mstep: Class 19 contains 164683 members 
Mstep: Class 20 contains 54998 members 
Mstep: Class 21 contains 2417 members 
Mstep: Class 22 contains 686 members 
Mstep: Class 23 contains 4373 members 
Mstep: Class 24 contains 3356 members 
Mstep: Class 25 contains 38536 members 
Mstep: Class 26 contains 60660 members 
Mstep: Class 27 contains 28778 members 
Mstep: Class 28 contains 470 members 
Mstep: Class 29 contains 42497 members 
Mstep: Class 30 contains 10774 members 
Mstep: Class 31 contains 6563 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8498 members 
Mstep: Class 34 contains 437 members 
Mstep: Class 35 contains 3422 members 
Mstep: Class 36 contains 8266 members 
Mstep: Class 37 contains 3932 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1886 members 
Mstep: Class 40 contains 19228 members 
Mstep: Class 41 contains 423 members 
Mstep: Class 42 contains 3007 members 
Mstep: Class 43 contains 3329 members 
Mstep: Class 44 contains 1399 members 
Mstep: Class 45 contains 22214 members 
Mstep: Class 46 contains 13088 members 
Mstep: Class 47 contains 141 members 
Mstep: Class 48 contains 7846 members 
Mstep: Class 49 contains 26839 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 620 members 
Mstep: Class 52 contains 309 members 
Mstep: Class 53 contains 3104 members 
Mstep: Class 54 contains 347 members 
Mstep: Class 55 contains 4828 members 
Mstep: Class 56 contains 17264 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 284 members 
Mstep: Class 60 contains 4833 members 
Mstep: Class 61 contains 1768 members 
Mstep: Class 62 contains 1052 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 8311 members 
Mstep: Class 65 contains 503 members 
Mstep: Class 66 contains 665 members 
Mstep: Class 67 contains 2651 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 221 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 8028 members 
Mstep: Class 75 contains 892 members 
Mstep: Class 76 contains 504 members 
Mstep: Class 77 contains 631 members 
Mstep: Class 78 contains 486 members 
Mstep: Class 79 contains 165 members 
Entering Unmasked Estep 
Score: -147545648.000000 Penalty: 274052.718750
Splitting cluster 47 changes total score from -147547408.000000 to -147545648.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 48 (7846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Entering Unmasked Estep 
Score: -991628.125000 Penalty: 2224.004150
	Iteration 0F: 2 clusters Score -991628.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -985369.062500 Penalty: 4448.008301
	Iteration 0F: 3 clusters Score -985369.1 nChanged 3179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -987114.625000 Penalty: 4448.008301
	Iteration 1F: 3 clusters Score -987114.6 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -987517.312500 Penalty: 4448.008301
	Iteration 2F: 3 clusters Score -987517.3 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -987857.125000 Penalty: 4448.008301
	Iteration 3F: 3 clusters Score -987857.1 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -988202.500000 Penalty: 4448.008301
	Iteration 4F: 3 clusters Score -988202.5 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -988607.250000 Penalty: 4448.008301
	Iteration 5F: 3 clusters Score -988607.2 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -989065.187500 Penalty: 4448.008301
	Iteration 6F: 3 clusters Score -989065.2 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -989485.750000 Penalty: 4448.008301
	Iteration 7F: 3 clusters Score -989485.8 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -989822.500000 Penalty: 4448.008301
	Iteration 8F: 3 clusters Score -989822.5 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -990034.437500 Penalty: 4448.008301
	Iteration 9Q: 3 clusters Score -990034.4 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -990213.875000 Penalty: 4448.008301
	Iteration 10Q: 3 clusters Score -990213.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -990352.437500 Penalty: 4448.008301
	Iteration 11Q: 3 clusters Score -990352.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -990427.125000 Penalty: 4448.008301
	Iteration 12Q: 3 clusters Score -990427.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -990468.500000 Penalty: 4448.008301
	Iteration 13Q: 3 clusters Score -990468.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -990498.625000 Penalty: 4448.008301
	Iteration 14Q: 3 clusters Score -990498.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -990520.687500 Penalty: 4448.008301
	Iteration 15Q: 3 clusters Score -990520.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -990540.500000 Penalty: 4448.008301
	Iteration 16Q: 3 clusters Score -990540.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -990556.062500 Penalty: 4448.008301
	Iteration 17Q: 3 clusters Score -990556.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -990564.750000 Penalty: 4448.008301
	Iteration 18Q: 3 clusters Score -990564.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -990573.125000 Penalty: 4448.008301
	Iteration 19Q: 3 clusters Score -990573.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -990580.750000 Penalty: 4448.008301
	Iteration 20F: 3 clusters Score -990580.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -990589.750000 Penalty: 4448.008301
	Iteration 21Q: 3 clusters Score -990589.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -990597.437500 Penalty: 4448.008301
	Iteration 22Q: 3 clusters Score -990597.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -990598.250000 Penalty: 4448.008301
	Iteration 23Q: 3 clusters Score -990598.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -990605.500000 Penalty: 4448.008301
	Iteration 24Q: 3 clusters Score -990605.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -990613.437500 Penalty: 4448.008301
	Iteration 25Q: 3 clusters Score -990613.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -990620.625000 Penalty: 4448.008301
	Iteration 26Q: 3 clusters Score -990620.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -990627.562500 Penalty: 4448.008301
	Iteration 27Q: 3 clusters Score -990627.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -990634.812500 Penalty: 4448.008301
	Iteration 28Q: 3 clusters Score -990634.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -990642.812500 Penalty: 4448.008301
	Iteration 29Q: 3 clusters Score -990642.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -990651.875000 Penalty: 4448.008301
	Iteration 30Q: 3 clusters Score -990651.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -990664.312500 Penalty: 4448.008301
	Iteration 31Q: 3 clusters Score -990664.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -990670.687500 Penalty: 4448.008301
	Iteration 32Q: 3 clusters Score -990670.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -990678.812500 Penalty: 4448.008301
	Iteration 33Q: 3 clusters Score -990678.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -990681.937500 Penalty: 4448.008301
	Iteration 34Q: 3 clusters Score -990681.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -990692.750000 Penalty: 4448.008301
	Iteration 35Q: 3 clusters Score -990692.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -990709.312500 Penalty: 4448.008301
	Iteration 36Q: 3 clusters Score -990709.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -990728.875000 Penalty: 4448.008301
	Iteration 37Q: 3 clusters Score -990728.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -990740.562500 Penalty: 4448.008301
	Iteration 38Q: 3 clusters Score -990740.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -990757.875000 Penalty: 4448.008301
	Iteration 39Q: 3 clusters Score -990757.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -990777.562500 Penalty: 4448.008301
	Iteration 40F: 3 clusters Score -990777.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -990801.750000 Penalty: 4448.008301
	Iteration 41Q: 3 clusters Score -990801.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -990836.375000 Penalty: 4448.008301
	Iteration 42Q: 3 clusters Score -990836.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -990880.562500 Penalty: 4448.008301
	Iteration 43Q: 3 clusters Score -990880.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -990921.125000 Penalty: 4448.008301
	Iteration 44Q: 3 clusters Score -990921.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -990958.062500 Penalty: 4448.008301
	Iteration 45Q: 3 clusters Score -990958.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -990989.312500 Penalty: 4448.008301
	Iteration 46Q: 3 clusters Score -990989.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -991020.250000 Penalty: 4448.008301
	Iteration 47Q: 3 clusters Score -991020.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -991044.500000 Penalty: 4448.008301
	Iteration 48Q: 3 clusters Score -991044.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -991070.562500 Penalty: 4448.008301
	Iteration 49Q: 3 clusters Score -991070.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -991103.812500 Penalty: 4448.008301
	Iteration 50Q: 3 clusters Score -991103.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -991134.125000 Penalty: 4448.008301
	Iteration 51Q: 3 clusters Score -991134.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -991156.750000 Penalty: 4448.008301
	Iteration 52Q: 3 clusters Score -991156.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -991169.500000 Penalty: 4448.008301
	Iteration 53Q: 3 clusters Score -991169.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -991174.250000 Penalty: 4448.008301
	Iteration 54Q: 3 clusters Score -991174.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -991179.562500 Penalty: 4448.008301
	Iteration 55Q: 3 clusters Score -991179.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -991184.500000 Penalty: 4448.008301
	Iteration 56Q: 3 clusters Score -991184.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -991185.750000 Penalty: 4448.008301
	Iteration 57Q: 3 clusters Score -991185.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -991187.812500 Penalty: 4448.008301
	Iteration 58Q: 3 clusters Score -991187.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -991189.000000 Penalty: 4448.008301
	Iteration 59Q: 3 clusters Score -991189 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -991191.437500 Penalty: 4448.008301
	Iteration 60F: 3 clusters Score -991191.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -991189.812500 Penalty: 4448.008301
	Iteration 61Q: 3 clusters Score -991189.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -991190.062500 Penalty: 4448.008301
	Iteration 62Q: 3 clusters Score -991190.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -991190.562500 Penalty: 4448.008301
	Iteration 63Q: 3 clusters Score -991190.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -991193.125000 Penalty: 4448.008301
	Iteration 64Q: 3 clusters Score -991193.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -991193.562500 Penalty: 4448.008301
	Iteration 65Q: 3 clusters Score -991193.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -991193.562500 Penalty: 4448.008301
	Iteration 66F: 3 clusters Score -991193.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (26839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26839 members 
Entering Unmasked Estep 
Score: -3422955.000000 Penalty: 2529.007568
	Iteration 0F: 2 clusters Score -3422955 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13348 members 
Mstep: Class 2 contains 13491 members 
Entering Unmasked Estep 
Score: -3404518.500000 Penalty: 5058.015137
	Iteration 0F: 3 clusters Score -3404518 nChanged 12031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12849 members 
Mstep: Class 2 contains 13990 members 
Entering Unmasked Estep 
Score: -3410989.500000 Penalty: 5058.015137
	Iteration 1F: 3 clusters Score -3410990 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12494 members 
Mstep: Class 2 contains 14345 members 
Entering Unmasked Estep 
Score: -3411711.000000 Penalty: 5058.015137
	Iteration 2F: 3 clusters Score -3411711 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12062 members 
Mstep: Class 2 contains 14777 members 
Entering Unmasked Estep 
Score: -3412639.500000 Penalty: 5058.015137
	Iteration 3F: 3 clusters Score -3412640 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11519 members 
Mstep: Class 2 contains 15320 members 
Entering Unmasked Estep 
Score: -3413796.250000 Penalty: 5058.015137
	Iteration 4F: 3 clusters Score -3413796 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10887 members 
Mstep: Class 2 contains 15952 members 
Entering Unmasked Estep 
Score: -3415098.250000 Penalty: 5058.015137
	Iteration 5F: 3 clusters Score -3415098 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 16679 members 
Entering Unmasked Estep 
Score: -3416444.500000 Penalty: 5058.015137
	Iteration 6F: 3 clusters Score -3416444 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 17555 members 
Entering Unmasked Estep 
Score: -3417877.250000 Penalty: 5058.015137
	Iteration 7F: 3 clusters Score -3417877 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 18443 members 
Entering Unmasked Estep 
Score: -3419227.750000 Penalty: 5058.015137
	Iteration 8F: 3 clusters Score -3419228 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 19184 members 
Entering Unmasked Estep 
Score: -3420174.000000 Penalty: 5058.015137
	Iteration 9Q: 3 clusters Score -3420174 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 19749 members 
Entering Unmasked Estep 
Score: -3420764.250000 Penalty: 5058.015137
	Iteration 10Q: 3 clusters Score -3420764 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 20209 members 
Entering Unmasked Estep 
Score: -3421149.500000 Penalty: 5058.015137
	Iteration 11Q: 3 clusters Score -3421150 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 20599 members 
Entering Unmasked Estep 
Score: -3421391.000000 Penalty: 5058.015137
	Iteration 12Q: 3 clusters Score -3421391 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 20918 members 
Entering Unmasked Estep 
Score: -3421563.500000 Penalty: 5058.015137
	Iteration 13Q: 3 clusters Score -3421564 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 21177 members 
Entering Unmasked Estep 
Score: -3421664.500000 Penalty: 5058.015137
	Iteration 14Q: 3 clusters Score -3421664 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 21389 members 
Entering Unmasked Estep 
Score: -3421739.000000 Penalty: 5058.015137
	Iteration 15Q: 3 clusters Score -3421739 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 21596 members 
Entering Unmasked Estep 
Score: -3421780.000000 Penalty: 5058.015137
	Iteration 16Q: 3 clusters Score -3421780 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 21762 members 
Entering Unmasked Estep 
Score: -3421827.000000 Penalty: 5058.015137
	Iteration 17Q: 3 clusters Score -3421827 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 21889 members 
Entering Unmasked Estep 
Score: -3421857.000000 Penalty: 5058.015137
	Iteration 18Q: 3 clusters Score -3421857 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 22006 members 
Entering Unmasked Estep 
Score: -3421888.000000 Penalty: 5058.015137
	Iteration 19Q: 3 clusters Score -3421888 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 22110 members 
Entering Unmasked Estep 
Score: -3421913.250000 Penalty: 5058.015137
	Iteration 20F: 3 clusters Score -3421913 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 22208 members 
Entering Unmasked Estep 
Score: -3421937.750000 Penalty: 5058.015137
	Iteration 21Q: 3 clusters Score -3421938 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 22295 members 
Entering Unmasked Estep 
Score: -3421956.000000 Penalty: 5058.015137
	Iteration 22Q: 3 clusters Score -3421956 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 22352 members 
Entering Unmasked Estep 
Score: -3421964.750000 Penalty: 5058.015137
	Iteration 23Q: 3 clusters Score -3421965 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 22403 members 
Entering Unmasked Estep 
Score: -3421972.750000 Penalty: 5058.015137
	Iteration 24Q: 3 clusters Score -3421973 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 22456 members 
Entering Unmasked Estep 
Score: -3421980.750000 Penalty: 5058.015137
	Iteration 25Q: 3 clusters Score -3421981 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 22498 members 
Entering Unmasked Estep 
Score: -3421990.500000 Penalty: 5058.015137
	Iteration 26Q: 3 clusters Score -3421990 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 22538 members 
Entering Unmasked Estep 
Score: -3421997.250000 Penalty: 5058.015137
	Iteration 27Q: 3 clusters Score -3421997 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 22562 members 
Entering Unmasked Estep 
Score: -3422002.750000 Penalty: 5058.015137
	Iteration 28Q: 3 clusters Score -3422003 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 22588 members 
Entering Unmasked Estep 
Score: -3422010.000000 Penalty: 5058.015137
	Iteration 29Q: 3 clusters Score -3422010 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 22613 members 
Entering Unmasked Estep 
Score: -3422013.250000 Penalty: 5058.015137
	Iteration 30Q: 3 clusters Score -3422013 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 22640 members 
Entering Unmasked Estep 
Score: -3422018.250000 Penalty: 5058.015137
	Iteration 31Q: 3 clusters Score -3422018 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 22667 members 
Entering Unmasked Estep 
Score: -3422016.500000 Penalty: 5058.015137
	Iteration 32Q: 3 clusters Score -3422016 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 22690 members 
Entering Unmasked Estep 
Score: -3422011.250000 Penalty: 5058.015137
	Iteration 33Q: 3 clusters Score -3422011 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 22706 members 
Entering Unmasked Estep 
Score: -3422019.000000 Penalty: 5058.015137
	Iteration 34Q: 3 clusters Score -3422019 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 22724 members 
Entering Unmasked Estep 
Score: -3422023.750000 Penalty: 5058.015137
	Iteration 35Q: 3 clusters Score -3422024 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 22745 members 
Entering Unmasked Estep 
Score: -3422025.750000 Penalty: 5058.015137
	Iteration 36Q: 3 clusters Score -3422026 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 22760 members 
Entering Unmasked Estep 
Score: -3422032.750000 Penalty: 5058.015137
	Iteration 37Q: 3 clusters Score -3422033 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 22772 members 
Entering Unmasked Estep 
Score: -3422026.000000 Penalty: 5058.015137
	Iteration 38Q: 3 clusters Score -3422026 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 22783 members 
Entering Unmasked Estep 
Score: -3422026.500000 Penalty: 5058.015137
	Iteration 39Q: 3 clusters Score -3422026 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 22791 members 
Entering Unmasked Estep 
Score: -3422027.500000 Penalty: 5058.015137
	Iteration 40F: 3 clusters Score -3422028 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 22799 members 
Entering Unmasked Estep 
Score: -3422031.250000 Penalty: 5058.015137
	Iteration 41Q: 3 clusters Score -3422031 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 22807 members 
Entering Unmasked Estep 
Score: -3422026.750000 Penalty: 5058.015137
	Iteration 42Q: 3 clusters Score -3422027 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 22814 members 
Entering Unmasked Estep 
Score: -3422030.000000 Penalty: 5058.015137
	Iteration 43Q: 3 clusters Score -3422030 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 22820 members 
Entering Unmasked Estep 
Score: -3422032.000000 Penalty: 5058.015137
	Iteration 44Q: 3 clusters Score -3422032 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 22827 members 
Entering Unmasked Estep 
Score: -3422027.000000 Penalty: 5058.015137
	Iteration 45Q: 3 clusters Score -3422027 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 22832 members 
Entering Unmasked Estep 
Score: -3422031.000000 Penalty: 5058.015137
	Iteration 46Q: 3 clusters Score -3422031 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 22836 members 
Entering Unmasked Estep 
Score: -3422027.000000 Penalty: 5058.015137
	Iteration 47Q: 3 clusters Score -3422027 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 22838 members 
Entering Unmasked Estep 
Score: -3422029.500000 Penalty: 5058.015137
	Iteration 48Q: 3 clusters Score -3422030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 22841 members 
Entering Unmasked Estep 
Score: -3422034.250000 Penalty: 5058.015137
	Iteration 49Q: 3 clusters Score -3422034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 22843 members 
Entering Unmasked Estep 
Score: -3422035.750000 Penalty: 5058.015137
	Iteration 50Q: 3 clusters Score -3422036 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 22849 members 
Entering Unmasked Estep 
Score: -3422035.500000 Penalty: 5058.015137
	Iteration 51Q: 3 clusters Score -3422036 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 22855 members 
Entering Unmasked Estep 
Score: -3422038.500000 Penalty: 5058.015137
	Iteration 52Q: 3 clusters Score -3422038 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 22860 members 
Entering Unmasked Estep 
Score: -3422036.500000 Penalty: 5058.015137
	Iteration 53Q: 3 clusters Score -3422036 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 22870 members 
Entering Unmasked Estep 
Score: -3422040.750000 Penalty: 5058.015137
	Iteration 54Q: 3 clusters Score -3422041 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 22881 members 
Entering Unmasked Estep 
Score: -3422035.750000 Penalty: 5058.015137
	Iteration 55Q: 3 clusters Score -3422036 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 22895 members 
Entering Unmasked Estep 
Score: -3422038.750000 Penalty: 5058.015137
	Iteration 56Q: 3 clusters Score -3422039 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 22904 members 
Entering Unmasked Estep 
Score: -3422043.250000 Penalty: 5058.015137
	Iteration 57Q: 3 clusters Score -3422043 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 22907 members 
Entering Unmasked Estep 
Score: -3422043.500000 Penalty: 5058.015137
	Iteration 58Q: 3 clusters Score -3422044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 22910 members 
Entering Unmasked Estep 
Score: -3422041.500000 Penalty: 5058.015137
	Iteration 59Q: 3 clusters Score -3422042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 22913 members 
Entering Unmasked Estep 
Score: -3422043.000000 Penalty: 5058.015137
	Iteration 60F: 3 clusters Score -3422043 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Entering Unmasked Estep 
Score: -20891.148438 Penalty: 1394.756348
	Iteration 0F: 2 clusters Score -20891.15 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 143 members 
Entering Unmasked Estep 
Score: -19879.033203 Penalty: 2789.512695
	Iteration 0F: 3 clusters Score -19879.03 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -20077.179688 Penalty: 2789.512695
	Iteration 1F: 3 clusters Score -20077.18 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -20113.015625 Penalty: 2789.512695
	Iteration 2Q: 3 clusters Score -20113.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -20231.818359 Penalty: 2789.512695
	Iteration 3Q: 3 clusters Score -20231.82 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -20251.714844 Penalty: 2789.512695
	Iteration 4Q: 3 clusters Score -20251.71 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -20298.802734 Penalty: 2789.512695
	Iteration 5Q: 3 clusters Score -20298.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -20364.267578 Penalty: 2789.512695
	Iteration 6F: 3 clusters Score -20364.27 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -20537.683594 Penalty: 2789.512695
	Iteration 7F: 3 clusters Score -20537.68 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -20932.171875 Penalty: 2789.512695
	Iteration 8F: 3 clusters Score -20932.17 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -20979.861328 Penalty: 2789.512695
	Iteration 9Q: 3 clusters Score -20979.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -21013.654297 Penalty: 2789.512695
	Iteration 10Q: 3 clusters Score -21013.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -21048.191406 Penalty: 2789.512695
	Iteration 11Q: 3 clusters Score -21048.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -21068.199219 Penalty: 2789.512695
	Iteration 12Q: 3 clusters Score -21068.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -21068.199219 Penalty: 2789.512695
	Iteration 13F: 3 clusters Score -21068.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22632 members 
Mstep: Class 2 contains 4319 members 
Mstep: Class 3 contains 1071 members 
Mstep: Class 4 contains 223860 members 
Mstep: Class 5 contains 4104 members 
Mstep: Class 6 contains 2261 members 
Mstep: Class 7 contains 9374 members 
Mstep: Class 8 contains 13916 members 
Mstep: Class 9 contains 7479 members 
Mstep: Class 10 contains 27210 members 
Mstep: Class 11 contains 11615 members 
Mstep: Class 12 contains 1026 members 
Mstep: Class 13 contains 3524 members 
Mstep: Class 14 contains 36453 members 
Mstep: Class 15 contains 181263 members 
Mstep: Class 16 contains 23103 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 9965 members 
Mstep: Class 19 contains 164683 members 
Mstep: Class 20 contains 54998 members 
Mstep: Class 21 contains 2417 members 
Mstep: Class 22 contains 686 members 
Mstep: Class 23 contains 4373 members 
Mstep: Class 24 contains 3356 members 
Mstep: Class 25 contains 38536 members 
Mstep: Class 26 contains 60660 members 
Mstep: Class 27 contains 28778 members 
Mstep: Class 28 contains 470 members 
Mstep: Class 29 contains 42497 members 
Mstep: Class 30 contains 10774 members 
Mstep: Class 31 contains 6563 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8498 members 
Mstep: Class 34 contains 437 members 
Mstep: Class 35 contains 3422 members 
Mstep: Class 36 contains 8266 members 
Mstep: Class 37 contains 3932 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1886 members 
Mstep: Class 40 contains 19228 members 
Mstep: Class 41 contains 423 members 
Mstep: Class 42 contains 3007 members 
Mstep: Class 43 contains 3329 members 
Mstep: Class 44 contains 1399 members 
Mstep: Class 45 contains 22214 members 
Mstep: Class 46 contains 13088 members 
Mstep: Class 47 contains 306 members 
Mstep: Class 48 contains 7846 members 
Mstep: Class 49 contains 26839 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 620 members 
Mstep: Class 52 contains 309 members 
Mstep: Class 53 contains 3104 members 
Mstep: Class 54 contains 347 members 
Mstep: Class 55 contains 4828 members 
Mstep: Class 56 contains 17264 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 284 members 
Mstep: Class 60 contains 4833 members 
Mstep: Class 61 contains 1768 members 
Mstep: Class 62 contains 1052 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 8311 members 
Mstep: Class 65 contains 503 members 
Mstep: Class 66 contains 665 members 
Mstep: Class 67 contains 2651 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 221 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 8028 members 
Mstep: Class 75 contains 892 members 
Mstep: Class 76 contains 504 members 
Mstep: Class 77 contains 631 members 
Mstep: Class 78 contains 486 members 
Mstep: Class 79 contains 56 members 
Entering Unmasked Estep 
Score: -147545584.000000 Penalty: 274052.718750
Splitting cluster 50 changes total score from -147547408.000000 to -147545584.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 51 (620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Entering Unmasked Estep 
Score: -89286.437500 Penalty: 1594.570435
	Iteration 0F: 2 clusters Score -89286.44 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 333 members 
Entering Unmasked Estep 
Score: -87773.007812 Penalty: 3189.140869
	Iteration 0F: 3 clusters Score -87773.01 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -88245.570312 Penalty: 3189.140869
	Iteration 1F: 3 clusters Score -88245.57 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -88525.156250 Penalty: 3189.140869
	Iteration 2F: 3 clusters Score -88525.16 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -88740.890625 Penalty: 3189.140869
	Iteration 3F: 3 clusters Score -88740.89 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -88864.375000 Penalty: 3189.140869
	Iteration 4Q: 3 clusters Score -88864.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -88875.148438 Penalty: 3189.140869
	Iteration 5Q: 3 clusters Score -88875.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -88881.015625 Penalty: 3189.140869
	Iteration 6Q: 3 clusters Score -88881.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -88884.390625 Penalty: 3189.140869
	Iteration 7Q: 3 clusters Score -88884.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -88888.992188 Penalty: 3189.140869
	Iteration 8Q: 3 clusters Score -88888.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -88895.445312 Penalty: 3189.140869
	Iteration 9Q: 3 clusters Score -88895.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -88900.562500 Penalty: 3189.140869
	Iteration 10Q: 3 clusters Score -88900.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -88904.835938 Penalty: 3189.140869
	Iteration 11Q: 3 clusters Score -88904.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -88908.375000 Penalty: 3189.140869
	Iteration 12Q: 3 clusters Score -88908.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -88910.132812 Penalty: 3189.140869
	Iteration 13Q: 3 clusters Score -88910.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -88910.132812 Penalty: 3189.140869
	Iteration 14F: 3 clusters Score -88910.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Entering Unmasked Estep 
Score: -40856.054688 Penalty: 1421.868652
	Iteration 0F: 2 clusters Score -40856.05 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 163 members 
Entering Unmasked Estep 
Score: -39599.417969 Penalty: 2843.737305
	Iteration 0F: 3 clusters Score -39599.42 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -39876.953125 Penalty: 2843.737305
	Iteration 1F: 3 clusters Score -39876.95 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -40029.089844 Penalty: 2843.737305
	Iteration 2F: 3 clusters Score -40029.09 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -40160.476562 Penalty: 2843.737305
	Iteration 3Q: 3 clusters Score -40160.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -40222.285156 Penalty: 2843.737305
	Iteration 4Q: 3 clusters Score -40222.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -40249.925781 Penalty: 2843.737305
	Iteration 5Q: 3 clusters Score -40249.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -40287.703125 Penalty: 2843.737305
	Iteration 6Q: 3 clusters Score -40287.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -40297.312500 Penalty: 2843.737305
	Iteration 7Q: 3 clusters Score -40297.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -40364.929688 Penalty: 2843.737305
	Iteration 8Q: 3 clusters Score -40364.93 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -40421.761719 Penalty: 2843.737305
	Iteration 9Q: 3 clusters Score -40421.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -40481.851562 Penalty: 2843.737305
	Iteration 10Q: 3 clusters Score -40481.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -40529.851562 Penalty: 2843.737305
	Iteration 11Q: 3 clusters Score -40529.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -40590.613281 Penalty: 2843.737305
	Iteration 12Q: 3 clusters Score -40590.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -40632.156250 Penalty: 2843.737305
	Iteration 13Q: 3 clusters Score -40632.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -40632.156250 Penalty: 2843.737305
	Iteration 14F: 3 clusters Score -40632.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (3104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Entering Unmasked Estep 
Score: -390833.812500 Penalty: 1994.030884
	Iteration 0F: 2 clusters Score -390833.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -387477.562500 Penalty: 3988.061768
	Iteration 0F: 3 clusters Score -387477.6 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -388118.312500 Penalty: 3988.061768
	Iteration 1F: 3 clusters Score -388118.3 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -388272.531250 Penalty: 3988.061768
	Iteration 2F: 3 clusters Score -388272.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -388351.593750 Penalty: 3988.061768
	Iteration 3Q: 3 clusters Score -388351.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -388419.187500 Penalty: 3988.061768
	Iteration 4Q: 3 clusters Score -388419.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -388471.031250 Penalty: 3988.061768
	Iteration 5Q: 3 clusters Score -388471 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -388511.500000 Penalty: 3988.061768
	Iteration 6Q: 3 clusters Score -388511.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -388551.437500 Penalty: 3988.061768
	Iteration 7Q: 3 clusters Score -388551.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -388574.187500 Penalty: 3988.061768
	Iteration 8Q: 3 clusters Score -388574.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -388594.031250 Penalty: 3988.061768
	Iteration 9Q: 3 clusters Score -388594 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -388608.843750 Penalty: 3988.061768
	Iteration 10Q: 3 clusters Score -388608.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -388619.718750 Penalty: 3988.061768
	Iteration 11Q: 3 clusters Score -388619.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -388631.406250 Penalty: 3988.061768
	Iteration 12Q: 3 clusters Score -388631.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -388640.718750 Penalty: 3988.061768
	Iteration 13Q: 3 clusters Score -388640.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -388651.343750 Penalty: 3988.061768
	Iteration 14Q: 3 clusters Score -388651.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -388663.093750 Penalty: 3988.061768
	Iteration 15Q: 3 clusters Score -388663.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -388672.218750 Penalty: 3988.061768
	Iteration 16Q: 3 clusters Score -388672.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -388684.093750 Penalty: 3988.061768
	Iteration 17Q: 3 clusters Score -388684.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -388690.906250 Penalty: 3988.061768
	Iteration 18Q: 3 clusters Score -388690.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -388697.093750 Penalty: 3988.061768
	Iteration 19Q: 3 clusters Score -388697.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -388703.937500 Penalty: 3988.061768
	Iteration 20F: 3 clusters Score -388703.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -388707.875000 Penalty: 3988.061768
	Iteration 21Q: 3 clusters Score -388707.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -388711.312500 Penalty: 3988.061768
	Iteration 22Q: 3 clusters Score -388711.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -388715.562500 Penalty: 3988.061768
	Iteration 23Q: 3 clusters Score -388715.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -388722.906250 Penalty: 3988.061768
	Iteration 24Q: 3 clusters Score -388722.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -388728.593750 Penalty: 3988.061768
	Iteration 25Q: 3 clusters Score -388728.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -388732.968750 Penalty: 3988.061768
	Iteration 26Q: 3 clusters Score -388733 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -388734.968750 Penalty: 3988.061768
	Iteration 27Q: 3 clusters Score -388735 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -388736.031250 Penalty: 3988.061768
	Iteration 28Q: 3 clusters Score -388736 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -388735.750000 Penalty: 3988.061768
	Iteration 29Q: 3 clusters Score -388735.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -388737.781250 Penalty: 3988.061768
	Iteration 30Q: 3 clusters Score -388737.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -388740.406250 Penalty: 3988.061768
	Iteration 31Q: 3 clusters Score -388740.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -388744.031250 Penalty: 3988.061768
	Iteration 32Q: 3 clusters Score -388744 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -388748.562500 Penalty: 3988.061768
	Iteration 33Q: 3 clusters Score -388748.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -388752.468750 Penalty: 3988.061768
	Iteration 34Q: 3 clusters Score -388752.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -388757.593750 Penalty: 3988.061768
	Iteration 35Q: 3 clusters Score -388757.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -388762.718750 Penalty: 3988.061768
	Iteration 36Q: 3 clusters Score -388762.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -388767.781250 Penalty: 3988.061768
	Iteration 37Q: 3 clusters Score -388767.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -388771.687500 Penalty: 3988.061768
	Iteration 38Q: 3 clusters Score -388771.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -388775.500000 Penalty: 3988.061768
	Iteration 39Q: 3 clusters Score -388775.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -388781.312500 Penalty: 3988.061768
	Iteration 40F: 3 clusters Score -388781.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -388782.562500 Penalty: 3988.061768
	Iteration 41Q: 3 clusters Score -388782.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -388785.687500 Penalty: 3988.061768
	Iteration 42Q: 3 clusters Score -388785.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -388787.343750 Penalty: 3988.061768
	Iteration 43Q: 3 clusters Score -388787.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -388789.250000 Penalty: 3988.061768
	Iteration 44Q: 3 clusters Score -388789.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -388789.593750 Penalty: 3988.061768
	Iteration 45Q: 3 clusters Score -388789.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -388792.937500 Penalty: 3988.061768
	Iteration 46Q: 3 clusters Score -388792.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -388793.906250 Penalty: 3988.061768
	Iteration 47Q: 3 clusters Score -388793.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -388795.937500 Penalty: 3988.061768
	Iteration 48Q: 3 clusters Score -388795.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -388799.250000 Penalty: 3988.061768
	Iteration 49Q: 3 clusters Score -388799.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -388802.875000 Penalty: 3988.061768
	Iteration 50Q: 3 clusters Score -388802.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -388807.500000 Penalty: 3988.061768
	Iteration 51Q: 3 clusters Score -388807.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -388813.187500 Penalty: 3988.061768
	Iteration 52Q: 3 clusters Score -388813.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -388818.000000 Penalty: 3988.061768
	Iteration 53Q: 3 clusters Score -388818 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -388820.406250 Penalty: 3988.061768
	Iteration 54Q: 3 clusters Score -388820.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -388821.312500 Penalty: 3988.061768
	Iteration 55Q: 3 clusters Score -388821.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -388823.500000 Penalty: 3988.061768
	Iteration 56Q: 3 clusters Score -388823.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -388824.375000 Penalty: 3988.061768
	Iteration 57Q: 3 clusters Score -388824.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -388827.312500 Penalty: 3988.061768
	Iteration 58Q: 3 clusters Score -388827.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -388829.218750 Penalty: 3988.061768
	Iteration 59Q: 3 clusters Score -388829.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -388833.375000 Penalty: 3988.061768
	Iteration 60F: 3 clusters Score -388833.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -388836.093750 Penalty: 3988.061768
	Iteration 61Q: 3 clusters Score -388836.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -388843.125000 Penalty: 3988.061768
	Iteration 62Q: 3 clusters Score -388843.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -388849.593750 Penalty: 3988.061768
	Iteration 63Q: 3 clusters Score -388849.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -388855.093750 Penalty: 3988.061768
	Iteration 64Q: 3 clusters Score -388855.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -388860.093750 Penalty: 3988.061768
	Iteration 65Q: 3 clusters Score -388860.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -388865.125000 Penalty: 3988.061768
	Iteration 66Q: 3 clusters Score -388865.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -388868.562500 Penalty: 3988.061768
	Iteration 67Q: 3 clusters Score -388868.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -388870.375000 Penalty: 3988.061768
	Iteration 68Q: 3 clusters Score -388870.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -388873.750000 Penalty: 3988.061768
	Iteration 69Q: 3 clusters Score -388873.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -388877.625000 Penalty: 3988.061768
	Iteration 70Q: 3 clusters Score -388877.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -388883.000000 Penalty: 3988.061768
	Iteration 71Q: 3 clusters Score -388883 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -388886.718750 Penalty: 3988.061768
	Iteration 72Q: 3 clusters Score -388886.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -388888.812500 Penalty: 3988.061768
	Iteration 73Q: 3 clusters Score -388888.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -388891.093750 Penalty: 3988.061768
	Iteration 74Q: 3 clusters Score -388891.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -388892.875000 Penalty: 3988.061768
	Iteration 75Q: 3 clusters Score -388892.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -388894.000000 Penalty: 3988.061768
	Iteration 76Q: 3 clusters Score -388894 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -388895.531250 Penalty: 3988.061768
	Iteration 77Q: 3 clusters Score -388895.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -388896.500000 Penalty: 3988.061768
	Iteration 78Q: 3 clusters Score -388896.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -388897.000000 Penalty: 3988.061768
	Iteration 79Q: 3 clusters Score -388897 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -388898.843750 Penalty: 3988.061768
	Iteration 80F: 3 clusters Score -388898.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -388900.062500 Penalty: 3988.061768
	Iteration 81Q: 3 clusters Score -388900.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -388900.937500 Penalty: 3988.061768
	Iteration 82Q: 3 clusters Score -388900.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -388900.937500 Penalty: 3988.061768
	Iteration 83F: 3 clusters Score -388900.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Entering Unmasked Estep 
Score: -51667.664062 Penalty: 1450.632568
	Iteration 0F: 2 clusters Score -51667.66 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 178 members 
Entering Unmasked Estep 
Score: -50346.710938 Penalty: 2901.265137
	Iteration 0F: 3 clusters Score -50346.71 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -50532.074219 Penalty: 2901.265137
	Iteration 1F: 3 clusters Score -50532.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -50557.335938 Penalty: 2901.265137
	Iteration 2Q: 3 clusters Score -50557.34 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -50603.324219 Penalty: 2901.265137
	Iteration 3Q: 3 clusters Score -50603.32 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -50672.855469 Penalty: 2901.265137
	Iteration 4Q: 3 clusters Score -50672.86 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -50733.558594 Penalty: 2901.265137
	Iteration 5Q: 3 clusters Score -50733.56 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -50906.875000 Penalty: 2901.265137
	Iteration 6Q: 3 clusters Score -50906.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -51011.433594 Penalty: 2901.265137
	Iteration 7Q: 3 clusters Score -51011.43 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -51054.785156 Penalty: 2901.265137
	Iteration 8Q: 3 clusters Score -51054.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -51094.402344 Penalty: 2901.265137
	Iteration 9Q: 3 clusters Score -51094.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -51131.089844 Penalty: 2901.265137
	Iteration 10Q: 3 clusters Score -51131.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -51182.824219 Penalty: 2901.265137
	Iteration 11Q: 3 clusters Score -51182.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -51230.738281 Penalty: 2901.265137
	Iteration 12Q: 3 clusters Score -51230.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -51286.250000 Penalty: 2901.265137
	Iteration 13Q: 3 clusters Score -51286.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -51323.523438 Penalty: 2901.265137
	Iteration 14Q: 3 clusters Score -51323.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -51379.769531 Penalty: 2901.265137
	Iteration 15Q: 3 clusters Score -51379.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -51419.972656 Penalty: 2901.265137
	Iteration 16Q: 3 clusters Score -51419.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -51460.500000 Penalty: 2901.265137
	Iteration 17Q: 3 clusters Score -51460.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -51477.710938 Penalty: 2901.265137
	Iteration 18Q: 3 clusters Score -51477.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -51491.484375 Penalty: 2901.265137
	Iteration 19Q: 3 clusters Score -51491.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -51503.195312 Penalty: 2901.265137
	Iteration 20F: 3 clusters Score -51503.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -51518.855469 Penalty: 2901.265137
	Iteration 21Q: 3 clusters Score -51518.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -51564.417969 Penalty: 2901.265137
	Iteration 22Q: 3 clusters Score -51564.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -51626.750000 Penalty: 2901.265137
	Iteration 23Q: 3 clusters Score -51626.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -51723.527344 Penalty: 2901.265137
	Iteration 24Q: 3 clusters Score -51723.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -51758.718750 Penalty: 2901.265137
	Iteration 25Q: 3 clusters Score -51758.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -51773.347656 Penalty: 2901.265137
	Iteration 26Q: 3 clusters Score -51773.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -51795.289062 Penalty: 2901.265137
	Iteration 27Q: 3 clusters Score -51795.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -51807.667969 Penalty: 2901.265137
	Iteration 28Q: 3 clusters Score -51807.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -51811.535156 Penalty: 2901.265137
	Iteration 29Q: 3 clusters Score -51811.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -51811.535156 Penalty: 2901.265137
	Iteration 30F: 3 clusters Score -51811.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22632 members 
Mstep: Class 2 contains 4319 members 
Mstep: Class 3 contains 1071 members 
Mstep: Class 4 contains 223860 members 
Mstep: Class 5 contains 4104 members 
Mstep: Class 6 contains 2261 members 
Mstep: Class 7 contains 9374 members 
Mstep: Class 8 contains 13916 members 
Mstep: Class 9 contains 7479 members 
Mstep: Class 10 contains 27210 members 
Mstep: Class 11 contains 11615 members 
Mstep: Class 12 contains 1026 members 
Mstep: Class 13 contains 3524 members 
Mstep: Class 14 contains 36453 members 
Mstep: Class 15 contains 181263 members 
Mstep: Class 16 contains 23103 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 9965 members 
Mstep: Class 19 contains 164683 members 
Mstep: Class 20 contains 54998 members 
Mstep: Class 21 contains 2417 members 
Mstep: Class 22 contains 686 members 
Mstep: Class 23 contains 4373 members 
Mstep: Class 24 contains 3356 members 
Mstep: Class 25 contains 38536 members 
Mstep: Class 26 contains 60660 members 
Mstep: Class 27 contains 28778 members 
Mstep: Class 28 contains 470 members 
Mstep: Class 29 contains 42497 members 
Mstep: Class 30 contains 10774 members 
Mstep: Class 31 contains 6563 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8498 members 
Mstep: Class 34 contains 437 members 
Mstep: Class 35 contains 3422 members 
Mstep: Class 36 contains 8266 members 
Mstep: Class 37 contains 3932 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1886 members 
Mstep: Class 40 contains 19228 members 
Mstep: Class 41 contains 423 members 
Mstep: Class 42 contains 3007 members 
Mstep: Class 43 contains 3329 members 
Mstep: Class 44 contains 1399 members 
Mstep: Class 45 contains 22214 members 
Mstep: Class 46 contains 13088 members 
Mstep: Class 47 contains 306 members 
Mstep: Class 48 contains 7846 members 
Mstep: Class 49 contains 26839 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 620 members 
Mstep: Class 52 contains 309 members 
Mstep: Class 53 contains 3104 members 
Mstep: Class 54 contains 156 members 
Mstep: Class 55 contains 4828 members 
Mstep: Class 56 contains 17264 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 284 members 
Mstep: Class 60 contains 4833 members 
Mstep: Class 61 contains 1768 members 
Mstep: Class 62 contains 1052 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 8311 members 
Mstep: Class 65 contains 503 members 
Mstep: Class 66 contains 665 members 
Mstep: Class 67 contains 2651 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 221 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 8028 members 
Mstep: Class 75 contains 892 members 
Mstep: Class 76 contains 504 members 
Mstep: Class 77 contains 631 members 
Mstep: Class 78 contains 486 members 
Mstep: Class 79 contains 191 members 
Entering Unmasked Estep 
Score: -147545600.000000 Penalty: 274052.718750
Splitting cluster 54 changes total score from -147547408.000000 to -147545600.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 55 (4828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Entering Unmasked Estep 
Score: -519070.437500 Penalty: 2103.582520
	Iteration 0F: 2 clusters Score -519070.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -514770.968750 Penalty: 4207.165039
	Iteration 0F: 3 clusters Score -514771 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -515966.750000 Penalty: 4207.165039
	Iteration 1F: 3 clusters Score -515966.8 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -516410.656250 Penalty: 4207.165039
	Iteration 2F: 3 clusters Score -516410.7 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -516744.062500 Penalty: 4207.165039
	Iteration 3F: 3 clusters Score -516744.1 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -516960.812500 Penalty: 4207.165039
	Iteration 4F: 3 clusters Score -516960.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -517121.781250 Penalty: 4207.165039
	Iteration 5Q: 3 clusters Score -517121.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -517235.187500 Penalty: 4207.165039
	Iteration 6Q: 3 clusters Score -517235.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -517321.000000 Penalty: 4207.165039
	Iteration 7Q: 3 clusters Score -517321 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -517389.000000 Penalty: 4207.165039
	Iteration 8Q: 3 clusters Score -517389 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -517437.031250 Penalty: 4207.165039
	Iteration 9Q: 3 clusters Score -517437 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -517479.906250 Penalty: 4207.165039
	Iteration 10Q: 3 clusters Score -517479.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -517520.000000 Penalty: 4207.165039
	Iteration 11Q: 3 clusters Score -517520 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -517555.906250 Penalty: 4207.165039
	Iteration 12Q: 3 clusters Score -517555.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -517583.281250 Penalty: 4207.165039
	Iteration 13Q: 3 clusters Score -517583.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -517610.218750 Penalty: 4207.165039
	Iteration 14Q: 3 clusters Score -517610.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -517635.781250 Penalty: 4207.165039
	Iteration 15Q: 3 clusters Score -517635.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -517659.343750 Penalty: 4207.165039
	Iteration 16Q: 3 clusters Score -517659.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -517683.500000 Penalty: 4207.165039
	Iteration 17Q: 3 clusters Score -517683.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -517704.812500 Penalty: 4207.165039
	Iteration 18Q: 3 clusters Score -517704.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -517723.156250 Penalty: 4207.165039
	Iteration 19Q: 3 clusters Score -517723.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -517738.625000 Penalty: 4207.165039
	Iteration 20F: 3 clusters Score -517738.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -517750.718750 Penalty: 4207.165039
	Iteration 21Q: 3 clusters Score -517750.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -517765.125000 Penalty: 4207.165039
	Iteration 22Q: 3 clusters Score -517765.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -517776.875000 Penalty: 4207.165039
	Iteration 23Q: 3 clusters Score -517776.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -517786.156250 Penalty: 4207.165039
	Iteration 24Q: 3 clusters Score -517786.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -517800.312500 Penalty: 4207.165039
	Iteration 25Q: 3 clusters Score -517800.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -517812.031250 Penalty: 4207.165039
	Iteration 26Q: 3 clusters Score -517812 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -517822.593750 Penalty: 4207.165039
	Iteration 27Q: 3 clusters Score -517822.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -517834.156250 Penalty: 4207.165039
	Iteration 28Q: 3 clusters Score -517834.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -517847.750000 Penalty: 4207.165039
	Iteration 29Q: 3 clusters Score -517847.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -517855.531250 Penalty: 4207.165039
	Iteration 30Q: 3 clusters Score -517855.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -517861.875000 Penalty: 4207.165039
	Iteration 31Q: 3 clusters Score -517861.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -517866.312500 Penalty: 4207.165039
	Iteration 32Q: 3 clusters Score -517866.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -517870.593750 Penalty: 4207.165039
	Iteration 33Q: 3 clusters Score -517870.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -517873.937500 Penalty: 4207.165039
	Iteration 34Q: 3 clusters Score -517873.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -517875.343750 Penalty: 4207.165039
	Iteration 35Q: 3 clusters Score -517875.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -517878.812500 Penalty: 4207.165039
	Iteration 36Q: 3 clusters Score -517878.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -517881.781250 Penalty: 4207.165039
	Iteration 37Q: 3 clusters Score -517881.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -517883.968750 Penalty: 4207.165039
	Iteration 38Q: 3 clusters Score -517884 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -517887.375000 Penalty: 4207.165039
	Iteration 39Q: 3 clusters Score -517887.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -517888.625000 Penalty: 4207.165039
	Iteration 40F: 3 clusters Score -517888.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -517890.250000 Penalty: 4207.165039
	Iteration 41Q: 3 clusters Score -517890.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -517894.843750 Penalty: 4207.165039
	Iteration 42Q: 3 clusters Score -517894.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -517901.437500 Penalty: 4207.165039
	Iteration 43Q: 3 clusters Score -517901.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -517910.281250 Penalty: 4207.165039
	Iteration 44Q: 3 clusters Score -517910.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -517916.875000 Penalty: 4207.165039
	Iteration 45Q: 3 clusters Score -517916.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -517924.125000 Penalty: 4207.165039
	Iteration 46Q: 3 clusters Score -517924.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -517937.968750 Penalty: 4207.165039
	Iteration 47Q: 3 clusters Score -517938 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -517961.500000 Penalty: 4207.165039
	Iteration 48Q: 3 clusters Score -517961.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -517990.531250 Penalty: 4207.165039
	Iteration 49Q: 3 clusters Score -517990.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -518021.500000 Penalty: 4207.165039
	Iteration 50Q: 3 clusters Score -518021.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -518048.000000 Penalty: 4207.165039
	Iteration 51Q: 3 clusters Score -518048 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -518064.375000 Penalty: 4207.165039
	Iteration 52Q: 3 clusters Score -518064.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -518082.437500 Penalty: 4207.165039
	Iteration 53Q: 3 clusters Score -518082.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -518102.125000 Penalty: 4207.165039
	Iteration 54Q: 3 clusters Score -518102.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -518116.812500 Penalty: 4207.165039
	Iteration 55Q: 3 clusters Score -518116.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -518133.000000 Penalty: 4207.165039
	Iteration 56Q: 3 clusters Score -518133 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -518145.187500 Penalty: 4207.165039
	Iteration 57Q: 3 clusters Score -518145.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -518162.250000 Penalty: 4207.165039
	Iteration 58Q: 3 clusters Score -518162.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -518173.562500 Penalty: 4207.165039
	Iteration 59Q: 3 clusters Score -518173.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -518182.093750 Penalty: 4207.165039
	Iteration 60F: 3 clusters Score -518182.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -518189.218750 Penalty: 4207.165039
	Iteration 61Q: 3 clusters Score -518189.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -518192.406250 Penalty: 4207.165039
	Iteration 62Q: 3 clusters Score -518192.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -518195.406250 Penalty: 4207.165039
	Iteration 63Q: 3 clusters Score -518195.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -518200.250000 Penalty: 4207.165039
	Iteration 64Q: 3 clusters Score -518200.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -518206.906250 Penalty: 4207.165039
	Iteration 65Q: 3 clusters Score -518206.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -518215.406250 Penalty: 4207.165039
	Iteration 66Q: 3 clusters Score -518215.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -518227.906250 Penalty: 4207.165039
	Iteration 67Q: 3 clusters Score -518227.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -518242.625000 Penalty: 4207.165039
	Iteration 68Q: 3 clusters Score -518242.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -518261.906250 Penalty: 4207.165039
	Iteration 69Q: 3 clusters Score -518261.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -518287.843750 Penalty: 4207.165039
	Iteration 70Q: 3 clusters Score -518287.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -518316.843750 Penalty: 4207.165039
	Iteration 71Q: 3 clusters Score -518316.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -518348.687500 Penalty: 4207.165039
	Iteration 72Q: 3 clusters Score -518348.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -518373.781250 Penalty: 4207.165039
	Iteration 73Q: 3 clusters Score -518373.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -518385.000000 Penalty: 4207.165039
	Iteration 74Q: 3 clusters Score -518385 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -518394.843750 Penalty: 4207.165039
	Iteration 75Q: 3 clusters Score -518394.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -518397.218750 Penalty: 4207.165039
	Iteration 76Q: 3 clusters Score -518397.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -518400.593750 Penalty: 4207.165039
	Iteration 77Q: 3 clusters Score -518400.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -518404.281250 Penalty: 4207.165039
	Iteration 78Q: 3 clusters Score -518404.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -518409.187500 Penalty: 4207.165039
	Iteration 79Q: 3 clusters Score -518409.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -518411.687500 Penalty: 4207.165039
	Iteration 80F: 3 clusters Score -518411.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -518413.093750 Penalty: 4207.165039
	Iteration 81Q: 3 clusters Score -518413.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -518412.937500 Penalty: 4207.165039
	Iteration 82Q: 3 clusters Score -518412.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -518412.625000 Penalty: 4207.165039
	Iteration 83Q: 3 clusters Score -518412.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -518412.375000 Penalty: 4207.165039
	Iteration 84Q: 3 clusters Score -518412.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -518413.406250 Penalty: 4207.165039
	Iteration 85Q: 3 clusters Score -518413.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -518413.406250 Penalty: 4207.165039
	Iteration 86F: 3 clusters Score -518413.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (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: -2205518.500000 Penalty: 2419.582031
	Iteration 0F: 2 clusters Score -2205518 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -2193183.000000 Penalty: 4839.164062
	Iteration 0F: 3 clusters Score -2193183 nChanged 7466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -2197174.000000 Penalty: 4839.164062
	Iteration 1F: 3 clusters Score -2197174 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9192 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -2197545.000000 Penalty: 4839.164062
	Iteration 2F: 3 clusters Score -2197545 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -2197828.250000 Penalty: 4839.164062
	Iteration 3Q: 3 clusters Score -2197828 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -2198096.250000 Penalty: 4839.164062
	Iteration 4Q: 3 clusters Score -2198096 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9880 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -2198338.000000 Penalty: 4839.164062
	Iteration 5Q: 3 clusters Score -2198338 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10266 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -2198599.500000 Penalty: 4839.164062
	Iteration 6Q: 3 clusters Score -2198600 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10697 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -2198872.000000 Penalty: 4839.164062
	Iteration 7Q: 3 clusters Score -2198872 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11229 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -2199184.250000 Penalty: 4839.164062
	Iteration 8Q: 3 clusters Score -2199184 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11873 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -2199581.750000 Penalty: 4839.164062
	Iteration 9Q: 3 clusters Score -2199582 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12632 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -2200120.750000 Penalty: 4839.164062
	Iteration 10Q: 3 clusters Score -2200121 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13440 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -2200742.750000 Penalty: 4839.164062
	Iteration 11F: 3 clusters Score -2200743 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14278 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -2201448.000000 Penalty: 4839.164062
	Iteration 12F: 3 clusters Score -2201448 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14998 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -2202071.000000 Penalty: 4839.164062
	Iteration 13Q: 3 clusters Score -2202071 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15536 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -2202581.000000 Penalty: 4839.164062
	Iteration 14Q: 3 clusters Score -2202581 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15870 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -2202896.500000 Penalty: 4839.164062
	Iteration 15Q: 3 clusters Score -2202896 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16078 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -2203070.250000 Penalty: 4839.164062
	Iteration 16Q: 3 clusters Score -2203070 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16220 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -2203201.500000 Penalty: 4839.164062
	Iteration 17Q: 3 clusters Score -2203202 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16343 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -2203296.250000 Penalty: 4839.164062
	Iteration 18Q: 3 clusters Score -2203296 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16422 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -2203369.000000 Penalty: 4839.164062
	Iteration 19Q: 3 clusters Score -2203369 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16483 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -2203418.750000 Penalty: 4839.164062
	Iteration 20F: 3 clusters Score -2203419 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16518 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -2203455.750000 Penalty: 4839.164062
	Iteration 21Q: 3 clusters Score -2203456 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16541 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -2203482.000000 Penalty: 4839.164062
	Iteration 22Q: 3 clusters Score -2203482 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16563 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -2203497.000000 Penalty: 4839.164062
	Iteration 23Q: 3 clusters Score -2203497 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16584 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -2203512.500000 Penalty: 4839.164062
	Iteration 24Q: 3 clusters Score -2203512 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16591 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -2203513.750000 Penalty: 4839.164062
	Iteration 25Q: 3 clusters Score -2203514 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16596 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -2203521.000000 Penalty: 4839.164062
	Iteration 26Q: 3 clusters Score -2203521 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16603 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -2203523.750000 Penalty: 4839.164062
	Iteration 27Q: 3 clusters Score -2203524 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16608 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -2203529.000000 Penalty: 4839.164062
	Iteration 28Q: 3 clusters Score -2203529 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16612 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -2203530.250000 Penalty: 4839.164062
	Iteration 29Q: 3 clusters Score -2203530 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16613 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -2203531.750000 Penalty: 4839.164062
	Iteration 30Q: 3 clusters Score -2203532 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16621 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -2203538.000000 Penalty: 4839.164062
	Iteration 31Q: 3 clusters Score -2203538 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16628 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -2203542.500000 Penalty: 4839.164062
	Iteration 32Q: 3 clusters Score -2203542 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16635 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -2203548.250000 Penalty: 4839.164062
	Iteration 33Q: 3 clusters Score -2203548 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16638 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -2203550.500000 Penalty: 4839.164062
	Iteration 34Q: 3 clusters Score -2203550 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16639 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -2203550.250000 Penalty: 4839.164062
	Iteration 35Q: 3 clusters Score -2203550 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16640 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -2203550.500000 Penalty: 4839.164062
	Iteration 36Q: 3 clusters Score -2203550 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16641 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -2203553.250000 Penalty: 4839.164062
	Iteration 37Q: 3 clusters Score -2203553 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16642 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -2203553.250000 Penalty: 4839.164062
	Iteration 38Q: 3 clusters Score -2203553 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16642 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -2203553.250000 Penalty: 4839.164062
	Iteration 39F: 3 clusters Score -2203553 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Entering Unmasked Estep 
Score: -68800.750000 Penalty: 1524.820190
	Iteration 0F: 2 clusters Score -68800.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -67397.750000 Penalty: 3049.640381
	Iteration 0F: 3 clusters Score -67397.75 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -67641.062500 Penalty: 3049.640381
	Iteration 1F: 3 clusters Score -67641.06 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -67806.156250 Penalty: 3049.640381
	Iteration 2F: 3 clusters Score -67806.16 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -67903.875000 Penalty: 3049.640381
	Iteration 3Q: 3 clusters Score -67903.88 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -68059.781250 Penalty: 3049.640381
	Iteration 4Q: 3 clusters Score -68059.78 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -68594.710938 Penalty: 3049.640381
	Iteration 5Q: 3 clusters Score -68594.71 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -68730.281250 Penalty: 3049.640381
	Iteration 6F: 3 clusters Score -68730.28 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -68759.898438 Penalty: 3049.640381
	Iteration 7Q: 3 clusters Score -68759.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -68795.000000 Penalty: 3049.640381
	Iteration 8Q: 3 clusters Score -68795 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -68849.328125 Penalty: 3049.640381
	Iteration 9Q: 3 clusters Score -68849.33 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -68916.187500 Penalty: 3049.640381
	Iteration 10Q: 3 clusters Score -68916.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -68964.062500 Penalty: 3049.640381
	Iteration 11Q: 3 clusters Score -68964.06 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -69007.929688 Penalty: 3049.640381
	Iteration 12Q: 3 clusters Score -69007.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -69039.171875 Penalty: 3049.640381
	Iteration 13Q: 3 clusters Score -69039.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -69053.109375 Penalty: 3049.640381
	Iteration 14Q: 3 clusters Score -69053.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -69074.906250 Penalty: 3049.640381
	Iteration 15Q: 3 clusters Score -69074.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -69076.335938 Penalty: 3049.640381
	Iteration 16Q: 3 clusters Score -69076.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -69076.335938 Penalty: 3049.640381
	Iteration 17F: 3 clusters Score -69076.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22632 members 
Mstep: Class 2 contains 4319 members 
Mstep: Class 3 contains 1071 members 
Mstep: Class 4 contains 223860 members 
Mstep: Class 5 contains 4104 members 
Mstep: Class 6 contains 2261 members 
Mstep: Class 7 contains 9374 members 
Mstep: Class 8 contains 13916 members 
Mstep: Class 9 contains 7479 members 
Mstep: Class 10 contains 27210 members 
Mstep: Class 11 contains 11615 members 
Mstep: Class 12 contains 1026 members 
Mstep: Class 13 contains 3524 members 
Mstep: Class 14 contains 36453 members 
Mstep: Class 15 contains 181263 members 
Mstep: Class 16 contains 23103 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 9965 members 
Mstep: Class 19 contains 164683 members 
Mstep: Class 20 contains 54998 members 
Mstep: Class 21 contains 2417 members 
Mstep: Class 22 contains 686 members 
Mstep: Class 23 contains 4373 members 
Mstep: Class 24 contains 3356 members 
Mstep: Class 25 contains 38536 members 
Mstep: Class 26 contains 60660 members 
Mstep: Class 27 contains 28778 members 
Mstep: Class 28 contains 470 members 
Mstep: Class 29 contains 42497 members 
Mstep: Class 30 contains 10774 members 
Mstep: Class 31 contains 6563 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8498 members 
Mstep: Class 34 contains 437 members 
Mstep: Class 35 contains 3422 members 
Mstep: Class 36 contains 8266 members 
Mstep: Class 37 contains 3932 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1886 members 
Mstep: Class 40 contains 19228 members 
Mstep: Class 41 contains 423 members 
Mstep: Class 42 contains 3007 members 
Mstep: Class 43 contains 3329 members 
Mstep: Class 44 contains 1399 members 
Mstep: Class 45 contains 22214 members 
Mstep: Class 46 contains 13088 members 
Mstep: Class 47 contains 306 members 
Mstep: Class 48 contains 7846 members 
Mstep: Class 49 contains 26839 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 620 members 
Mstep: Class 52 contains 309 members 
Mstep: Class 53 contains 3104 members 
Mstep: Class 54 contains 347 members 
Mstep: Class 55 contains 4828 members 
Mstep: Class 56 contains 17264 members 
Mstep: Class 57 contains 177 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 284 members 
Mstep: Class 60 contains 4833 members 
Mstep: Class 61 contains 1768 members 
Mstep: Class 62 contains 1052 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 8311 members 
Mstep: Class 65 contains 503 members 
Mstep: Class 66 contains 665 members 
Mstep: Class 67 contains 2651 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 221 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 8028 members 
Mstep: Class 75 contains 892 members 
Mstep: Class 76 contains 504 members 
Mstep: Class 77 contains 631 members 
Mstep: Class 78 contains 486 members 
Mstep: Class 79 contains 291 members 
Entering Unmasked Estep 
Score: -147545840.000000 Penalty: 274052.718750
Splitting cluster 57 changes total score from -147547408.000000 to -147545840.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 58 (405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Entering Unmasked Estep 
Score: -56136.066406 Penalty: 1488.963989
	Iteration 0F: 2 clusters Score -56136.07 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 195 members 
Entering Unmasked Estep 
Score: -54754.636719 Penalty: 2977.927979
	Iteration 0F: 3 clusters Score -54754.64 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -55089.605469 Penalty: 2977.927979
	Iteration 1F: 3 clusters Score -55089.61 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -55310.492188 Penalty: 2977.927979
	Iteration 2F: 3 clusters Score -55310.49 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -55460.183594 Penalty: 2977.927979
	Iteration 3F: 3 clusters Score -55460.18 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -55603.695312 Penalty: 2977.927979
	Iteration 4Q: 3 clusters Score -55603.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -55638.367188 Penalty: 2977.927979
	Iteration 5Q: 3 clusters Score -55638.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -55680.164062 Penalty: 2977.927979
	Iteration 6Q: 3 clusters Score -55680.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -55691.527344 Penalty: 2977.927979
	Iteration 7Q: 3 clusters Score -55691.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -55702.027344 Penalty: 2977.927979
	Iteration 8Q: 3 clusters Score -55702.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -55702.027344 Penalty: 2977.927979
	Iteration 9F: 3 clusters Score -55702.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Entering Unmasked Estep 
Score: -38100.453125 Penalty: 1400.945679
	Iteration 0F: 2 clusters Score -38100.45 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 140 members 
Entering Unmasked Estep 
Score: -36835.742188 Penalty: 2801.891357
	Iteration 0F: 3 clusters Score -36835.74 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -37108.515625 Penalty: 2801.891357
	Iteration 1F: 3 clusters Score -37108.52 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -37309.007812 Penalty: 2801.891357
	Iteration 2F: 3 clusters Score -37309.01 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -37474.425781 Penalty: 2801.891357
	Iteration 3F: 3 clusters Score -37474.43 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -37567.058594 Penalty: 2801.891357
	Iteration 4Q: 3 clusters Score -37567.06 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -37691.093750 Penalty: 2801.891357
	Iteration 5Q: 3 clusters Score -37691.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -37753.976562 Penalty: 2801.891357
	Iteration 6Q: 3 clusters Score -37753.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -37836.718750 Penalty: 2801.891357
	Iteration 7Q: 3 clusters Score -37836.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -37863.535156 Penalty: 2801.891357
	Iteration 8Q: 3 clusters Score -37863.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -37868.371094 Penalty: 2801.891357
	Iteration 9Q: 3 clusters Score -37868.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -37881.812500 Penalty: 2801.891357
	Iteration 10Q: 3 clusters Score -37881.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -37996.410156 Penalty: 2801.891357
	Iteration 11Q: 3 clusters Score -37996.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -38012.535156 Penalty: 2801.891357
	Iteration 12Q: 3 clusters Score -38012.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -38016.214844 Penalty: 2801.891357
	Iteration 13Q: 3 clusters Score -38016.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -38018.550781 Penalty: 2801.891357
	Iteration 14F: 3 clusters Score -38018.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -38024.546875 Penalty: 2801.891357
	Iteration 15Q: 3 clusters Score -38024.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -38034.464844 Penalty: 2801.891357
	Iteration 16Q: 3 clusters Score -38034.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -38070.640625 Penalty: 2801.891357
	Iteration 17Q: 3 clusters Score -38070.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -38102.292969 Penalty: 2801.891357
	Iteration 18Q: 3 clusters Score -38102.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -38126.804688 Penalty: 2801.891357
	Iteration 19Q: 3 clusters Score -38126.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -38126.804688 Penalty: 2801.891357
	Iteration 20F: 3 clusters Score -38126.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22632 members 
Mstep: Class 2 contains 4319 members 
Mstep: Class 3 contains 1071 members 
Mstep: Class 4 contains 223860 members 
Mstep: Class 5 contains 4104 members 
Mstep: Class 6 contains 2261 members 
Mstep: Class 7 contains 9374 members 
Mstep: Class 8 contains 13916 members 
Mstep: Class 9 contains 7479 members 
Mstep: Class 10 contains 27210 members 
Mstep: Class 11 contains 11615 members 
Mstep: Class 12 contains 1026 members 
Mstep: Class 13 contains 3524 members 
Mstep: Class 14 contains 36453 members 
Mstep: Class 15 contains 181263 members 
Mstep: Class 16 contains 23103 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 9965 members 
Mstep: Class 19 contains 164683 members 
Mstep: Class 20 contains 54998 members 
Mstep: Class 21 contains 2417 members 
Mstep: Class 22 contains 686 members 
Mstep: Class 23 contains 4373 members 
Mstep: Class 24 contains 3356 members 
Mstep: Class 25 contains 38536 members 
Mstep: Class 26 contains 60660 members 
Mstep: Class 27 contains 28778 members 
Mstep: Class 28 contains 470 members 
Mstep: Class 29 contains 42497 members 
Mstep: Class 30 contains 10774 members 
Mstep: Class 31 contains 6563 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8498 members 
Mstep: Class 34 contains 437 members 
Mstep: Class 35 contains 3422 members 
Mstep: Class 36 contains 8266 members 
Mstep: Class 37 contains 3932 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1886 members 
Mstep: Class 40 contains 19228 members 
Mstep: Class 41 contains 423 members 
Mstep: Class 42 contains 3007 members 
Mstep: Class 43 contains 3329 members 
Mstep: Class 44 contains 1399 members 
Mstep: Class 45 contains 22214 members 
Mstep: Class 46 contains 13088 members 
Mstep: Class 47 contains 306 members 
Mstep: Class 48 contains 7846 members 
Mstep: Class 49 contains 26839 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 620 members 
Mstep: Class 52 contains 309 members 
Mstep: Class 53 contains 3104 members 
Mstep: Class 54 contains 347 members 
Mstep: Class 55 contains 4828 members 
Mstep: Class 56 contains 17264 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 155 members 
Mstep: Class 60 contains 4833 members 
Mstep: Class 61 contains 1768 members 
Mstep: Class 62 contains 1052 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 8311 members 
Mstep: Class 65 contains 503 members 
Mstep: Class 66 contains 665 members 
Mstep: Class 67 contains 2651 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 221 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 8028 members 
Mstep: Class 75 contains 892 members 
Mstep: Class 76 contains 504 members 
Mstep: Class 77 contains 631 members 
Mstep: Class 78 contains 486 members 
Mstep: Class 79 contains 129 members 
Entering Unmasked Estep 
Score: -147545392.000000 Penalty: 274052.718750
Splitting cluster 59 changes total score from -147547408.000000 to -147545392.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 60 (4833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Entering Unmasked Estep 
Score: -612083.687500 Penalty: 2103.839355
	Iteration 0F: 2 clusters Score -612083.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -607644.500000 Penalty: 4207.678711
	Iteration 0F: 3 clusters Score -607644.5 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -608653.562500 Penalty: 4207.678711
	Iteration 1F: 3 clusters Score -608653.6 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -608880.187500 Penalty: 4207.678711
	Iteration 2F: 3 clusters Score -608880.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -609036.500000 Penalty: 4207.678711
	Iteration 3Q: 3 clusters Score -609036.5 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -609176.000000 Penalty: 4207.678711
	Iteration 4Q: 3 clusters Score -609176 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -609308.187500 Penalty: 4207.678711
	Iteration 5Q: 3 clusters Score -609308.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -609419.000000 Penalty: 4207.678711
	Iteration 6Q: 3 clusters Score -609419 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -609521.562500 Penalty: 4207.678711
	Iteration 7Q: 3 clusters Score -609521.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -609616.312500 Penalty: 4207.678711
	Iteration 8Q: 3 clusters Score -609616.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -609700.250000 Penalty: 4207.678711
	Iteration 9Q: 3 clusters Score -609700.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -609777.875000 Penalty: 4207.678711
	Iteration 10Q: 3 clusters Score -609777.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -609840.812500 Penalty: 4207.678711
	Iteration 11Q: 3 clusters Score -609840.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -609903.187500 Penalty: 4207.678711
	Iteration 12Q: 3 clusters Score -609903.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -609953.937500 Penalty: 4207.678711
	Iteration 13Q: 3 clusters Score -609953.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -610008.875000 Penalty: 4207.678711
	Iteration 14Q: 3 clusters Score -610008.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -610065.125000 Penalty: 4207.678711
	Iteration 15Q: 3 clusters Score -610065.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -610120.750000 Penalty: 4207.678711
	Iteration 16Q: 3 clusters Score -610120.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -610167.437500 Penalty: 4207.678711
	Iteration 17Q: 3 clusters Score -610167.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -610203.812500 Penalty: 4207.678711
	Iteration 18Q: 3 clusters Score -610203.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -610234.187500 Penalty: 4207.678711
	Iteration 19Q: 3 clusters Score -610234.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -610260.687500 Penalty: 4207.678711
	Iteration 20F: 3 clusters Score -610260.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -610273.187500 Penalty: 4207.678711
	Iteration 21Q: 3 clusters Score -610273.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -610281.187500 Penalty: 4207.678711
	Iteration 22Q: 3 clusters Score -610281.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -610286.125000 Penalty: 4207.678711
	Iteration 23Q: 3 clusters Score -610286.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -610289.500000 Penalty: 4207.678711
	Iteration 24Q: 3 clusters Score -610289.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -610291.250000 Penalty: 4207.678711
	Iteration 25Q: 3 clusters Score -610291.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -610292.687500 Penalty: 4207.678711
	Iteration 26Q: 3 clusters Score -610292.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -610293.625000 Penalty: 4207.678711
	Iteration 27Q: 3 clusters Score -610293.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -610295.750000 Penalty: 4207.678711
	Iteration 28Q: 3 clusters Score -610295.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -610296.437500 Penalty: 4207.678711
	Iteration 29Q: 3 clusters Score -610296.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -610297.750000 Penalty: 4207.678711
	Iteration 30Q: 3 clusters Score -610297.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -610297.750000 Penalty: 4207.678711
	Iteration 31F: 3 clusters Score -610297.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (1768 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Entering Unmasked Estep 
Score: -222502.296875 Penalty: 1854.445923
	Iteration 0F: 2 clusters Score -222502.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -220040.437500 Penalty: 3708.891846
	Iteration 0F: 3 clusters Score -220040.4 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -220441.500000 Penalty: 3708.891846
	Iteration 1F: 3 clusters Score -220441.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -220557.031250 Penalty: 3708.891846
	Iteration 2F: 3 clusters Score -220557 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -220625.781250 Penalty: 3708.891846
	Iteration 3Q: 3 clusters Score -220625.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -220666.062500 Penalty: 3708.891846
	Iteration 4Q: 3 clusters Score -220666.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -220693.859375 Penalty: 3708.891846
	Iteration 5Q: 3 clusters Score -220693.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -220705.781250 Penalty: 3708.891846
	Iteration 6Q: 3 clusters Score -220705.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -220715.218750 Penalty: 3708.891846
	Iteration 7Q: 3 clusters Score -220715.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -220719.312500 Penalty: 3708.891846
	Iteration 8Q: 3 clusters Score -220719.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -220721.734375 Penalty: 3708.891846
	Iteration 9Q: 3 clusters Score -220721.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -220723.218750 Penalty: 3708.891846
	Iteration 10Q: 3 clusters Score -220723.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -220725.437500 Penalty: 3708.891846
	Iteration 11Q: 3 clusters Score -220725.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -220726.484375 Penalty: 3708.891846
	Iteration 12Q: 3 clusters Score -220726.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -220729.062500 Penalty: 3708.891846
	Iteration 13Q: 3 clusters Score -220729.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -220730.625000 Penalty: 3708.891846
	Iteration 14Q: 3 clusters Score -220730.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -220731.781250 Penalty: 3708.891846
	Iteration 15Q: 3 clusters Score -220731.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -220733.859375 Penalty: 3708.891846
	Iteration 16Q: 3 clusters Score -220733.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -220737.593750 Penalty: 3708.891846
	Iteration 17Q: 3 clusters Score -220737.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -220743.093750 Penalty: 3708.891846
	Iteration 18Q: 3 clusters Score -220743.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -220746.515625 Penalty: 3708.891846
	Iteration 19Q: 3 clusters Score -220746.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -220749.328125 Penalty: 3708.891846
	Iteration 20F: 3 clusters Score -220749.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -220750.531250 Penalty: 3708.891846
	Iteration 21Q: 3 clusters Score -220750.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -220750.906250 Penalty: 3708.891846
	Iteration 22Q: 3 clusters Score -220750.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -220750.906250 Penalty: 3708.891846
	Iteration 23F: 3 clusters Score -220750.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (1052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Entering Unmasked Estep 
Score: -152162.953125 Penalty: 1725.695190
	Iteration 0F: 2 clusters Score -152163 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 541 members 
Entering Unmasked Estep 
Score: -150245.046875 Penalty: 3451.390381
	Iteration 0F: 3 clusters Score -150245 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -151069.734375 Penalty: 3451.390381
	Iteration 1F: 3 clusters Score -151069.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -151549.531250 Penalty: 3451.390381
	Iteration 2F: 3 clusters Score -151549.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -151865.109375 Penalty: 3451.390381
	Iteration 3F: 3 clusters Score -151865.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -152110.421875 Penalty: 3451.390381
	Iteration 4F: 3 clusters Score -152110.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -152254.968750 Penalty: 3451.390381
	Iteration 5Q: 3 clusters Score -152255 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -152353.484375 Penalty: 3451.390381
	Iteration 6Q: 3 clusters Score -152353.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -152407.625000 Penalty: 3451.390381
	Iteration 7Q: 3 clusters Score -152407.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -152415.656250 Penalty: 3451.390381
	Iteration 8Q: 3 clusters Score -152415.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -152416.296875 Penalty: 3451.390381
	Iteration 9Q: 3 clusters Score -152416.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -152418.000000 Penalty: 3451.390381
	Iteration 10Q: 3 clusters Score -152418 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -152418.531250 Penalty: 3451.390381
	Iteration 11Q: 3 clusters Score -152418.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -152418.531250 Penalty: 3451.390381
	Iteration 12F: 3 clusters Score -152418.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22632 members 
Mstep: Class 2 contains 4319 members 
Mstep: Class 3 contains 1071 members 
Mstep: Class 4 contains 223860 members 
Mstep: Class 5 contains 4104 members 
Mstep: Class 6 contains 2261 members 
Mstep: Class 7 contains 9374 members 
Mstep: Class 8 contains 13916 members 
Mstep: Class 9 contains 7479 members 
Mstep: Class 10 contains 27210 members 
Mstep: Class 11 contains 11615 members 
Mstep: Class 12 contains 1026 members 
Mstep: Class 13 contains 3524 members 
Mstep: Class 14 contains 36453 members 
Mstep: Class 15 contains 181263 members 
Mstep: Class 16 contains 23103 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 9965 members 
Mstep: Class 19 contains 164683 members 
Mstep: Class 20 contains 54998 members 
Mstep: Class 21 contains 2417 members 
Mstep: Class 22 contains 686 members 
Mstep: Class 23 contains 4373 members 
Mstep: Class 24 contains 3356 members 
Mstep: Class 25 contains 38536 members 
Mstep: Class 26 contains 60660 members 
Mstep: Class 27 contains 28778 members 
Mstep: Class 28 contains 470 members 
Mstep: Class 29 contains 42497 members 
Mstep: Class 30 contains 10774 members 
Mstep: Class 31 contains 6563 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8498 members 
Mstep: Class 34 contains 437 members 
Mstep: Class 35 contains 3422 members 
Mstep: Class 36 contains 8266 members 
Mstep: Class 37 contains 3932 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1886 members 
Mstep: Class 40 contains 19228 members 
Mstep: Class 41 contains 423 members 
Mstep: Class 42 contains 3007 members 
Mstep: Class 43 contains 3329 members 
Mstep: Class 44 contains 1399 members 
Mstep: Class 45 contains 22214 members 
Mstep: Class 46 contains 13088 members 
Mstep: Class 47 contains 306 members 
Mstep: Class 48 contains 7846 members 
Mstep: Class 49 contains 26839 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 620 members 
Mstep: Class 52 contains 309 members 
Mstep: Class 53 contains 3104 members 
Mstep: Class 54 contains 347 members 
Mstep: Class 55 contains 4828 members 
Mstep: Class 56 contains 17264 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 284 members 
Mstep: Class 60 contains 4833 members 
Mstep: Class 61 contains 1768 members 
Mstep: Class 62 contains 557 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 8311 members 
Mstep: Class 65 contains 503 members 
Mstep: Class 66 contains 665 members 
Mstep: Class 67 contains 2651 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 221 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 8028 members 
Mstep: Class 75 contains 892 members 
Mstep: Class 76 contains 504 members 
Mstep: Class 77 contains 631 members 
Mstep: Class 78 contains 486 members 
Mstep: Class 79 contains 495 members 
Entering Unmasked Estep 
Score: -147545824.000000 Penalty: 274052.718750
Splitting cluster 62 changes total score from -147547408.000000 to -147545824.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 63 (349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Entering Unmasked Estep 
Score: -50886.558594 Penalty: 1452.057861
	Iteration 0F: 2 clusters Score -50886.56 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 173 members 
Entering Unmasked Estep 
Score: -49642.097656 Penalty: 2904.115723
	Iteration 0F: 3 clusters Score -49642.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -50163.835938 Penalty: 2904.115723
	Iteration 1F: 3 clusters Score -50163.84 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -50386.351562 Penalty: 2904.115723
	Iteration 2F: 3 clusters Score -50386.35 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -50616.269531 Penalty: 2904.115723
	Iteration 3Q: 3 clusters Score -50616.27 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -50729.199219 Penalty: 2904.115723
	Iteration 4Q: 3 clusters Score -50729.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -50798.699219 Penalty: 2904.115723
	Iteration 5Q: 3 clusters Score -50798.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -50847.031250 Penalty: 2904.115723
	Iteration 6Q: 3 clusters Score -50847.03 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -50928.824219 Penalty: 2904.115723
	Iteration 7Q: 3 clusters Score -50928.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -50999.171875 Penalty: 2904.115723
	Iteration 8Q: 3 clusters Score -50999.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -50999.171875 Penalty: 2904.115723
	Iteration 9F: 3 clusters Score -50999.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22632 members 
Mstep: Class 2 contains 4319 members 
Mstep: Class 3 contains 1071 members 
Mstep: Class 4 contains 223860 members 
Mstep: Class 5 contains 4104 members 
Mstep: Class 6 contains 2261 members 
Mstep: Class 7 contains 9374 members 
Mstep: Class 8 contains 13916 members 
Mstep: Class 9 contains 7479 members 
Mstep: Class 10 contains 27210 members 
Mstep: Class 11 contains 11615 members 
Mstep: Class 12 contains 1026 members 
Mstep: Class 13 contains 3524 members 
Mstep: Class 14 contains 36453 members 
Mstep: Class 15 contains 181263 members 
Mstep: Class 16 contains 23103 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 9965 members 
Mstep: Class 19 contains 164683 members 
Mstep: Class 20 contains 54998 members 
Mstep: Class 21 contains 2417 members 
Mstep: Class 22 contains 686 members 
Mstep: Class 23 contains 4373 members 
Mstep: Class 24 contains 3356 members 
Mstep: Class 25 contains 38536 members 
Mstep: Class 26 contains 60660 members 
Mstep: Class 27 contains 28778 members 
Mstep: Class 28 contains 470 members 
Mstep: Class 29 contains 42497 members 
Mstep: Class 30 contains 10774 members 
Mstep: Class 31 contains 6563 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8498 members 
Mstep: Class 34 contains 437 members 
Mstep: Class 35 contains 3422 members 
Mstep: Class 36 contains 8266 members 
Mstep: Class 37 contains 3932 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1886 members 
Mstep: Class 40 contains 19228 members 
Mstep: Class 41 contains 423 members 
Mstep: Class 42 contains 3007 members 
Mstep: Class 43 contains 3329 members 
Mstep: Class 44 contains 1399 members 
Mstep: Class 45 contains 22214 members 
Mstep: Class 46 contains 13088 members 
Mstep: Class 47 contains 306 members 
Mstep: Class 48 contains 7846 members 
Mstep: Class 49 contains 26839 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 620 members 
Mstep: Class 52 contains 309 members 
Mstep: Class 53 contains 3104 members 
Mstep: Class 54 contains 347 members 
Mstep: Class 55 contains 4828 members 
Mstep: Class 56 contains 17264 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 284 members 
Mstep: Class 60 contains 4833 members 
Mstep: Class 61 contains 1768 members 
Mstep: Class 62 contains 1052 members 
Mstep: Class 63 contains 134 members 
Mstep: Class 64 contains 8311 members 
Mstep: Class 65 contains 503 members 
Mstep: Class 66 contains 665 members 
Mstep: Class 67 contains 2651 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 221 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 8028 members 
Mstep: Class 75 contains 892 members 
Mstep: Class 76 contains 504 members 
Mstep: Class 77 contains 631 members 
Mstep: Class 78 contains 486 members 
Mstep: Class 79 contains 215 members 
Entering Unmasked Estep 
Score: -147545712.000000 Penalty: 274052.718750
Splitting cluster 63 changes total score from -147547408.000000 to -147545712.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 64 (8311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Entering Unmasked Estep 
Score: -1048550.187500 Penalty: 2238.283203
	Iteration 0F: 2 clusters Score -1048550 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -1041881.937500 Penalty: 4476.566406
	Iteration 0F: 3 clusters Score -1041882 nChanged 3408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -1043765.437500 Penalty: 4476.566406
	Iteration 1F: 3 clusters Score -1043765 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -1044063.875000 Penalty: 4476.566406
	Iteration 2F: 3 clusters Score -1044064 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -1044303.625000 Penalty: 4476.566406
	Iteration 3F: 3 clusters Score -1044304 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -1044515.062500 Penalty: 4476.566406
	Iteration 4Q: 3 clusters Score -1044515 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -1044695.187500 Penalty: 4476.566406
	Iteration 5Q: 3 clusters Score -1044695 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -1044835.375000 Penalty: 4476.566406
	Iteration 6Q: 3 clusters Score -1044835 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -1044944.562500 Penalty: 4476.566406
	Iteration 7Q: 3 clusters Score -1044945 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -1045037.937500 Penalty: 4476.566406
	Iteration 8Q: 3 clusters Score -1045038 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -1045117.937500 Penalty: 4476.566406
	Iteration 9Q: 3 clusters Score -1045118 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -1045191.687500 Penalty: 4476.566406
	Iteration 10Q: 3 clusters Score -1045192 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -1045271.562500 Penalty: 4476.566406
	Iteration 11Q: 3 clusters Score -1045272 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -1045362.687500 Penalty: 4476.566406
	Iteration 12Q: 3 clusters Score -1045363 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -1045450.562500 Penalty: 4476.566406
	Iteration 13Q: 3 clusters Score -1045451 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -1045535.375000 Penalty: 4476.566406
	Iteration 14Q: 3 clusters Score -1045535 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -1045617.437500 Penalty: 4476.566406
	Iteration 15Q: 3 clusters Score -1045617 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -1045693.625000 Penalty: 4476.566406
	Iteration 16Q: 3 clusters Score -1045694 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -1045774.625000 Penalty: 4476.566406
	Iteration 17Q: 3 clusters Score -1045775 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -1045855.812500 Penalty: 4476.566406
	Iteration 18Q: 3 clusters Score -1045856 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -1045942.562500 Penalty: 4476.566406
	Iteration 19Q: 3 clusters Score -1045943 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -1046019.625000 Penalty: 4476.566406
	Iteration 20F: 3 clusters Score -1046020 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -1046097.000000 Penalty: 4476.566406
	Iteration 21Q: 3 clusters Score -1046097 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -1046164.750000 Penalty: 4476.566406
	Iteration 22Q: 3 clusters Score -1046165 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -1046230.375000 Penalty: 4476.566406
	Iteration 23Q: 3 clusters Score -1046230 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -1046289.750000 Penalty: 4476.566406
	Iteration 24Q: 3 clusters Score -1046290 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -1046335.125000 Penalty: 4476.566406
	Iteration 25Q: 3 clusters Score -1046335 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -1046360.062500 Penalty: 4476.566406
	Iteration 26Q: 3 clusters Score -1046360 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -1046393.000000 Penalty: 4476.566406
	Iteration 27Q: 3 clusters Score -1046393 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -1046415.687500 Penalty: 4476.566406
	Iteration 28Q: 3 clusters Score -1046416 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -1046439.875000 Penalty: 4476.566406
	Iteration 29Q: 3 clusters Score -1046440 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -1046456.750000 Penalty: 4476.566406
	Iteration 30Q: 3 clusters Score -1046457 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -1046476.000000 Penalty: 4476.566406
	Iteration 31Q: 3 clusters Score -1046476 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -1046490.375000 Penalty: 4476.566406
	Iteration 32Q: 3 clusters Score -1046490 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -1046499.187500 Penalty: 4476.566406
	Iteration 33Q: 3 clusters Score -1046499 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -1046504.375000 Penalty: 4476.566406
	Iteration 34Q: 3 clusters Score -1046504 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -1046510.125000 Penalty: 4476.566406
	Iteration 35Q: 3 clusters Score -1046510 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -1046518.750000 Penalty: 4476.566406
	Iteration 36Q: 3 clusters Score -1046519 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -1046524.437500 Penalty: 4476.566406
	Iteration 37Q: 3 clusters Score -1046524 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -1046530.812500 Penalty: 4476.566406
	Iteration 38Q: 3 clusters Score -1046531 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -1046534.375000 Penalty: 4476.566406
	Iteration 39Q: 3 clusters Score -1046534 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -1046535.312500 Penalty: 4476.566406
	Iteration 40F: 3 clusters Score -1046535 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -1046538.812500 Penalty: 4476.566406
	Iteration 41Q: 3 clusters Score -1046539 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -1046540.437500 Penalty: 4476.566406
	Iteration 42Q: 3 clusters Score -1046540 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -1046544.687500 Penalty: 4476.566406
	Iteration 43Q: 3 clusters Score -1046545 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -1046547.125000 Penalty: 4476.566406
	Iteration 44Q: 3 clusters Score -1046547 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -1046551.500000 Penalty: 4476.566406
	Iteration 45Q: 3 clusters Score -1046552 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -1046553.125000 Penalty: 4476.566406
	Iteration 46Q: 3 clusters Score -1046553 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -1046556.187500 Penalty: 4476.566406
	Iteration 47Q: 3 clusters Score -1046556 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -1046559.125000 Penalty: 4476.566406
	Iteration 48Q: 3 clusters Score -1046559 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -1046561.812500 Penalty: 4476.566406
	Iteration 49Q: 3 clusters Score -1046562 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -1046562.562500 Penalty: 4476.566406
	Iteration 50Q: 3 clusters Score -1046563 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -1046565.812500 Penalty: 4476.566406
	Iteration 51Q: 3 clusters Score -1046566 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -1046570.062500 Penalty: 4476.566406
	Iteration 52Q: 3 clusters Score -1046570 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -1046575.875000 Penalty: 4476.566406
	Iteration 53Q: 3 clusters Score -1046576 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -1046579.000000 Penalty: 4476.566406
	Iteration 54Q: 3 clusters Score -1046579 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -1046582.500000 Penalty: 4476.566406
	Iteration 55Q: 3 clusters Score -1046582 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -1046587.625000 Penalty: 4476.566406
	Iteration 56Q: 3 clusters Score -1046588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -1046587.187500 Penalty: 4476.566406
	Iteration 57Q: 3 clusters Score -1046587 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -1046587.187500 Penalty: 4476.566406
	Iteration 58F: 3 clusters Score -1046587 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Entering Unmasked Estep 
Score: -74123.109375 Penalty: 1542.706299
	Iteration 0F: 2 clusters Score -74123.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -72648.453125 Penalty: 3085.412598
	Iteration 0F: 3 clusters Score -72648.45 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -73090.421875 Penalty: 3085.412598
	Iteration 1F: 3 clusters Score -73090.42 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -73384.328125 Penalty: 3085.412598
	Iteration 2F: 3 clusters Score -73384.33 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -73695.585938 Penalty: 3085.412598
	Iteration 3F: 3 clusters Score -73695.59 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -73894.414062 Penalty: 3085.412598
	Iteration 4F: 3 clusters Score -73894.41 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -74019.734375 Penalty: 3085.412598
	Iteration 5Q: 3 clusters Score -74019.73 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -74165.578125 Penalty: 3085.412598
	Iteration 6Q: 3 clusters Score -74165.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -74200.242188 Penalty: 3085.412598
	Iteration 7Q: 3 clusters Score -74200.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -74240.570312 Penalty: 3085.412598
	Iteration 8Q: 3 clusters Score -74240.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -74244.195312 Penalty: 3085.412598
	Iteration 9Q: 3 clusters Score -74244.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -74246.882812 Penalty: 3085.412598
	Iteration 10Q: 3 clusters Score -74246.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -74254.648438 Penalty: 3085.412598
	Iteration 11Q: 3 clusters Score -74254.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -74256.664062 Penalty: 3085.412598
	Iteration 12Q: 3 clusters Score -74256.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -74261.500000 Penalty: 3085.412598
	Iteration 13Q: 3 clusters Score -74261.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -74264.242188 Penalty: 3085.412598
	Iteration 14Q: 3 clusters Score -74264.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -74266.062500 Penalty: 3085.412598
	Iteration 15Q: 3 clusters Score -74266.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -74266.062500 Penalty: 3085.412598
	Iteration 16F: 3 clusters Score -74266.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22632 members 
Mstep: Class 2 contains 4319 members 
Mstep: Class 3 contains 1071 members 
Mstep: Class 4 contains 223860 members 
Mstep: Class 5 contains 4104 members 
Mstep: Class 6 contains 2261 members 
Mstep: Class 7 contains 9374 members 
Mstep: Class 8 contains 13916 members 
Mstep: Class 9 contains 7479 members 
Mstep: Class 10 contains 27210 members 
Mstep: Class 11 contains 11615 members 
Mstep: Class 12 contains 1026 members 
Mstep: Class 13 contains 3524 members 
Mstep: Class 14 contains 36453 members 
Mstep: Class 15 contains 181263 members 
Mstep: Class 16 contains 23103 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 9965 members 
Mstep: Class 19 contains 164683 members 
Mstep: Class 20 contains 54998 members 
Mstep: Class 21 contains 2417 members 
Mstep: Class 22 contains 686 members 
Mstep: Class 23 contains 4373 members 
Mstep: Class 24 contains 3356 members 
Mstep: Class 25 contains 38536 members 
Mstep: Class 26 contains 60660 members 
Mstep: Class 27 contains 28778 members 
Mstep: Class 28 contains 470 members 
Mstep: Class 29 contains 42497 members 
Mstep: Class 30 contains 10774 members 
Mstep: Class 31 contains 6563 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8498 members 
Mstep: Class 34 contains 437 members 
Mstep: Class 35 contains 3422 members 
Mstep: Class 36 contains 8266 members 
Mstep: Class 37 contains 3932 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1886 members 
Mstep: Class 40 contains 19228 members 
Mstep: Class 41 contains 423 members 
Mstep: Class 42 contains 3007 members 
Mstep: Class 43 contains 3329 members 
Mstep: Class 44 contains 1399 members 
Mstep: Class 45 contains 22214 members 
Mstep: Class 46 contains 13088 members 
Mstep: Class 47 contains 306 members 
Mstep: Class 48 contains 7846 members 
Mstep: Class 49 contains 26839 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 620 members 
Mstep: Class 52 contains 309 members 
Mstep: Class 53 contains 3104 members 
Mstep: Class 54 contains 347 members 
Mstep: Class 55 contains 4828 members 
Mstep: Class 56 contains 17264 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 284 members 
Mstep: Class 60 contains 4833 members 
Mstep: Class 61 contains 1768 members 
Mstep: Class 62 contains 1052 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 8311 members 
Mstep: Class 65 contains 174 members 
Mstep: Class 66 contains 665 members 
Mstep: Class 67 contains 2651 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 221 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 8028 members 
Mstep: Class 75 contains 892 members 
Mstep: Class 76 contains 504 members 
Mstep: Class 77 contains 631 members 
Mstep: Class 78 contains 486 members 
Mstep: Class 79 contains 329 members 
Entering Unmasked Estep 
Score: -147545776.000000 Penalty: 274052.718750
Splitting cluster 65 changes total score from -147547408.000000 to -147545776.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 66 (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: -97043.140625 Penalty: 1611.947144
	Iteration 0F: 2 clusters Score -97043.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -95434.976562 Penalty: 3223.894287
	Iteration 0F: 3 clusters Score -95434.98 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -96048.687500 Penalty: 3223.894287
	Iteration 1F: 3 clusters Score -96048.69 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -96812.390625 Penalty: 3223.894287
	Iteration 2F: 3 clusters Score -96812.39 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -97620.226562 Penalty: 3223.894287
	Iteration 3F: 3 clusters Score -97620.23 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -98044.304688 Penalty: 3223.894287
	Iteration 4F: 3 clusters Score -98044.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -98210.296875 Penalty: 3223.894287
	Iteration 5Q: 3 clusters Score -98210.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -98223.789062 Penalty: 3223.894287
	Iteration 6Q: 3 clusters Score -98223.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -98223.789062 Penalty: 3223.894287
	Iteration 7F: 3 clusters Score -98223.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22632 members 
Mstep: Class 2 contains 4319 members 
Mstep: Class 3 contains 1071 members 
Mstep: Class 4 contains 223860 members 
Mstep: Class 5 contains 4104 members 
Mstep: Class 6 contains 2261 members 
Mstep: Class 7 contains 9374 members 
Mstep: Class 8 contains 13916 members 
Mstep: Class 9 contains 7479 members 
Mstep: Class 10 contains 27210 members 
Mstep: Class 11 contains 11615 members 
Mstep: Class 12 contains 1026 members 
Mstep: Class 13 contains 3524 members 
Mstep: Class 14 contains 36453 members 
Mstep: Class 15 contains 181263 members 
Mstep: Class 16 contains 23103 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 9965 members 
Mstep: Class 19 contains 164683 members 
Mstep: Class 20 contains 54998 members 
Mstep: Class 21 contains 2417 members 
Mstep: Class 22 contains 686 members 
Mstep: Class 23 contains 4373 members 
Mstep: Class 24 contains 3356 members 
Mstep: Class 25 contains 38536 members 
Mstep: Class 26 contains 60660 members 
Mstep: Class 27 contains 28778 members 
Mstep: Class 28 contains 470 members 
Mstep: Class 29 contains 42497 members 
Mstep: Class 30 contains 10774 members 
Mstep: Class 31 contains 6563 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8498 members 
Mstep: Class 34 contains 437 members 
Mstep: Class 35 contains 3422 members 
Mstep: Class 36 contains 8266 members 
Mstep: Class 37 contains 3932 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1886 members 
Mstep: Class 40 contains 19228 members 
Mstep: Class 41 contains 423 members 
Mstep: Class 42 contains 3007 members 
Mstep: Class 43 contains 3329 members 
Mstep: Class 44 contains 1399 members 
Mstep: Class 45 contains 22214 members 
Mstep: Class 46 contains 13088 members 
Mstep: Class 47 contains 306 members 
Mstep: Class 48 contains 7846 members 
Mstep: Class 49 contains 26839 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 620 members 
Mstep: Class 52 contains 309 members 
Mstep: Class 53 contains 3104 members 
Mstep: Class 54 contains 347 members 
Mstep: Class 55 contains 4828 members 
Mstep: Class 56 contains 17264 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 284 members 
Mstep: Class 60 contains 4833 members 
Mstep: Class 61 contains 1768 members 
Mstep: Class 62 contains 1052 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 8311 members 
Mstep: Class 65 contains 503 members 
Mstep: Class 66 contains 461 members 
Mstep: Class 67 contains 2651 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 221 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 8028 members 
Mstep: Class 75 contains 892 members 
Mstep: Class 76 contains 504 members 
Mstep: Class 77 contains 631 members 
Mstep: Class 78 contains 486 members 
Mstep: Class 79 contains 204 members 
Entering Unmasked Estep 
Score: -147546784.000000 Penalty: 274052.718750
Splitting cluster 66 changes total score from -147547408.000000 to -147546784.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 67 (2651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Entering Unmasked Estep 
Score: -365508.500000 Penalty: 1954.907715
	Iteration 0F: 2 clusters Score -365508.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -362634.656250 Penalty: 3909.815430
	Iteration 0F: 3 clusters Score -362634.7 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -364136.656250 Penalty: 3909.815430
	Iteration 1F: 3 clusters Score -364136.7 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -364836.625000 Penalty: 3909.815430
	Iteration 2F: 3 clusters Score -364836.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -365358.437500 Penalty: 3909.815430
	Iteration 3F: 3 clusters Score -365358.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -365708.718750 Penalty: 3909.815430
	Iteration 4F: 3 clusters Score -365708.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -365990.968750 Penalty: 3909.815430
	Iteration 5Q: 3 clusters Score -365991 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -366243.750000 Penalty: 3909.815430
	Iteration 6Q: 3 clusters Score -366243.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -366392.000000 Penalty: 3909.815430
	Iteration 7Q: 3 clusters Score -366392 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -366506.750000 Penalty: 3909.815430
	Iteration 8Q: 3 clusters Score -366506.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -366599.468750 Penalty: 3909.815430
	Iteration 9Q: 3 clusters Score -366599.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -366685.843750 Penalty: 3909.815430
	Iteration 10Q: 3 clusters Score -366685.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -366785.687500 Penalty: 3909.815430
	Iteration 11Q: 3 clusters Score -366785.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -366869.468750 Penalty: 3909.815430
	Iteration 12Q: 3 clusters Score -366869.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -366893.156250 Penalty: 3909.815430
	Iteration 13Q: 3 clusters Score -366893.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -366907.968750 Penalty: 3909.815430
	Iteration 14Q: 3 clusters Score -366908 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -366916.718750 Penalty: 3909.815430
	Iteration 15Q: 3 clusters Score -366916.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -366920.062500 Penalty: 3909.815430
	Iteration 16Q: 3 clusters Score -366920.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -366922.437500 Penalty: 3909.815430
	Iteration 17Q: 3 clusters Score -366922.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -366922.437500 Penalty: 3909.815430
	Iteration 18F: 3 clusters Score -366922.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22632 members 
Mstep: Class 2 contains 4319 members 
Mstep: Class 3 contains 1071 members 
Mstep: Class 4 contains 223860 members 
Mstep: Class 5 contains 4104 members 
Mstep: Class 6 contains 2261 members 
Mstep: Class 7 contains 9374 members 
Mstep: Class 8 contains 13916 members 
Mstep: Class 9 contains 7479 members 
Mstep: Class 10 contains 27210 members 
Mstep: Class 11 contains 11615 members 
Mstep: Class 12 contains 1026 members 
Mstep: Class 13 contains 3524 members 
Mstep: Class 14 contains 36453 members 
Mstep: Class 15 contains 181263 members 
Mstep: Class 16 contains 23103 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 9965 members 
Mstep: Class 19 contains 164683 members 
Mstep: Class 20 contains 54998 members 
Mstep: Class 21 contains 2417 members 
Mstep: Class 22 contains 686 members 
Mstep: Class 23 contains 4373 members 
Mstep: Class 24 contains 3356 members 
Mstep: Class 25 contains 38536 members 
Mstep: Class 26 contains 60660 members 
Mstep: Class 27 contains 28778 members 
Mstep: Class 28 contains 470 members 
Mstep: Class 29 contains 42497 members 
Mstep: Class 30 contains 10774 members 
Mstep: Class 31 contains 6563 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8498 members 
Mstep: Class 34 contains 437 members 
Mstep: Class 35 contains 3422 members 
Mstep: Class 36 contains 8266 members 
Mstep: Class 37 contains 3932 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1886 members 
Mstep: Class 40 contains 19228 members 
Mstep: Class 41 contains 423 members 
Mstep: Class 42 contains 3007 members 
Mstep: Class 43 contains 3329 members 
Mstep: Class 44 contains 1399 members 
Mstep: Class 45 contains 22214 members 
Mstep: Class 46 contains 13088 members 
Mstep: Class 47 contains 306 members 
Mstep: Class 48 contains 7846 members 
Mstep: Class 49 contains 26839 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 620 members 
Mstep: Class 52 contains 309 members 
Mstep: Class 53 contains 3104 members 
Mstep: Class 54 contains 347 members 
Mstep: Class 55 contains 4828 members 
Mstep: Class 56 contains 17264 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 284 members 
Mstep: Class 60 contains 4833 members 
Mstep: Class 61 contains 1768 members 
Mstep: Class 62 contains 1052 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 8311 members 
Mstep: Class 65 contains 503 members 
Mstep: Class 66 contains 665 members 
Mstep: Class 67 contains 1042 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 221 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 8028 members 
Mstep: Class 75 contains 892 members 
Mstep: Class 76 contains 504 members 
Mstep: Class 77 contains 631 members 
Mstep: Class 78 contains 486 members 
Mstep: Class 79 contains 1609 members 
Entering Unmasked Estep 
Score: -147547360.000000 Penalty: 274052.718750
Splitting cluster 67 changes total score from -147547408.000000 to -147547360.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 68 (285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Entering Unmasked Estep 
Score: -36567.699219 Penalty: 1401.817261
	Iteration 0F: 2 clusters Score -36567.7 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 151 members 
Entering Unmasked Estep 
Score: -35365.726562 Penalty: 2803.634521
	Iteration 0F: 3 clusters Score -35365.73 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -35681.140625 Penalty: 2803.634521
	Iteration 1F: 3 clusters Score -35681.14 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -35901.230469 Penalty: 2803.634521
	Iteration 2F: 3 clusters Score -35901.23 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -36048.898438 Penalty: 2803.634521
	Iteration 3F: 3 clusters Score -36048.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -36099.375000 Penalty: 2803.634521
	Iteration 4Q: 3 clusters Score -36099.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -36128.441406 Penalty: 2803.634521
	Iteration 5Q: 3 clusters Score -36128.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -36150.503906 Penalty: 2803.634521
	Iteration 6Q: 3 clusters Score -36150.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -36150.503906 Penalty: 2803.634521
	Iteration 7F: 3 clusters Score -36150.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Entering Unmasked Estep 
Score: -33765.500000 Penalty: 1338.744385
	Iteration 0F: 2 clusters Score -33765.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -32579.968750 Penalty: 2677.488770
	Iteration 0F: 3 clusters Score -32579.97 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -32692.791016 Penalty: 2677.488770
	Iteration 1F: 3 clusters Score -32692.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -32736.923828 Penalty: 2677.488770
	Iteration 2Q: 3 clusters Score -32736.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -32772.957031 Penalty: 2677.488770
	Iteration 3Q: 3 clusters Score -32772.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -32784.382812 Penalty: 2677.488770
	Iteration 4Q: 3 clusters Score -32784.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -32788.214844 Penalty: 2677.488770
	Iteration 5Q: 3 clusters Score -32788.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -32788.214844 Penalty: 2677.488770
	Iteration 6F: 3 clusters Score -32788.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Entering Unmasked Estep 
Score: -22095.238281 Penalty: 1252.364380
	Iteration 0F: 2 clusters Score -22095.24 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 87 members 
Entering Unmasked Estep 
Score: -21079.771484 Penalty: 2504.728760
	Iteration 0F: 3 clusters Score -21079.77 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -21131.898438 Penalty: 2504.728760
	Iteration 1F: 3 clusters Score -21131.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Entering Unmasked Estep 
Score: -49624.320312 Penalty: 1447.033081
	Iteration 0F: 2 clusters Score -49624.32 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 172 members 
Entering Unmasked Estep 
Score: -48334.933594 Penalty: 2894.066162
	Iteration 0F: 3 clusters Score -48334.93 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -48614.402344 Penalty: 2894.066162
	Iteration 1F: 3 clusters Score -48614.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -48874.535156 Penalty: 2894.066162
	Iteration 2F: 3 clusters Score -48874.54 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -48929.179688 Penalty: 2894.066162
	Iteration 3Q: 3 clusters Score -48929.18 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -49005.890625 Penalty: 2894.066162
	Iteration 4Q: 3 clusters Score -49005.89 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -49106.433594 Penalty: 2894.066162
	Iteration 5Q: 3 clusters Score -49106.43 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -49151.964844 Penalty: 2894.066162
	Iteration 6Q: 3 clusters Score -49151.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -49188.257812 Penalty: 2894.066162
	Iteration 7Q: 3 clusters Score -49188.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -49238.886719 Penalty: 2894.066162
	Iteration 8Q: 3 clusters Score -49238.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -49285.675781 Penalty: 2894.066162
	Iteration 9Q: 3 clusters Score -49285.68 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -49392.875000 Penalty: 2894.066162
	Iteration 10Q: 3 clusters Score -49392.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -49548.550781 Penalty: 2894.066162
	Iteration 11Q: 3 clusters Score -49548.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -49572.917969 Penalty: 2894.066162
	Iteration 12Q: 3 clusters Score -49572.92 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -49628.871094 Penalty: 2894.066162
	Iteration 13Q: 3 clusters Score -49628.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -49650.269531 Penalty: 2894.066162
	Iteration 14Q: 3 clusters Score -49650.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -49668.960938 Penalty: 2894.066162
	Iteration 15Q: 3 clusters Score -49668.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -49670.015625 Penalty: 2894.066162
	Iteration 16F: 3 clusters Score -49670.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -49680.964844 Penalty: 2894.066162
	Iteration 17Q: 3 clusters Score -49680.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -49702.500000 Penalty: 2894.066162
	Iteration 18Q: 3 clusters Score -49702.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -49735.195312 Penalty: 2894.066162
	Iteration 19Q: 3 clusters Score -49735.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -49727.273438 Penalty: 2894.066162
	Iteration 20F: 3 clusters Score -49727.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -49744.117188 Penalty: 2894.066162
	Iteration 21Q: 3 clusters Score -49744.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -49744.117188 Penalty: 2894.066162
	Iteration 22F: 3 clusters Score -49744.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22632 members 
Mstep: Class 2 contains 4319 members 
Mstep: Class 3 contains 1071 members 
Mstep: Class 4 contains 223860 members 
Mstep: Class 5 contains 4104 members 
Mstep: Class 6 contains 2261 members 
Mstep: Class 7 contains 9374 members 
Mstep: Class 8 contains 13916 members 
Mstep: Class 9 contains 7479 members 
Mstep: Class 10 contains 27210 members 
Mstep: Class 11 contains 11615 members 
Mstep: Class 12 contains 1026 members 
Mstep: Class 13 contains 3524 members 
Mstep: Class 14 contains 36453 members 
Mstep: Class 15 contains 181263 members 
Mstep: Class 16 contains 23103 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 9965 members 
Mstep: Class 19 contains 164683 members 
Mstep: Class 20 contains 54998 members 
Mstep: Class 21 contains 2417 members 
Mstep: Class 22 contains 686 members 
Mstep: Class 23 contains 4373 members 
Mstep: Class 24 contains 3356 members 
Mstep: Class 25 contains 38536 members 
Mstep: Class 26 contains 60660 members 
Mstep: Class 27 contains 28778 members 
Mstep: Class 28 contains 470 members 
Mstep: Class 29 contains 42497 members 
Mstep: Class 30 contains 10774 members 
Mstep: Class 31 contains 6563 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8498 members 
Mstep: Class 34 contains 437 members 
Mstep: Class 35 contains 3422 members 
Mstep: Class 36 contains 8266 members 
Mstep: Class 37 contains 3932 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1886 members 
Mstep: Class 40 contains 19228 members 
Mstep: Class 41 contains 423 members 
Mstep: Class 42 contains 3007 members 
Mstep: Class 43 contains 3329 members 
Mstep: Class 44 contains 1399 members 
Mstep: Class 45 contains 22214 members 
Mstep: Class 46 contains 13088 members 
Mstep: Class 47 contains 306 members 
Mstep: Class 48 contains 7846 members 
Mstep: Class 49 contains 26839 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 620 members 
Mstep: Class 52 contains 309 members 
Mstep: Class 53 contains 3104 members 
Mstep: Class 54 contains 347 members 
Mstep: Class 55 contains 4828 members 
Mstep: Class 56 contains 17264 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 284 members 
Mstep: Class 60 contains 4833 members 
Mstep: Class 61 contains 1768 members 
Mstep: Class 62 contains 1052 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 8311 members 
Mstep: Class 65 contains 503 members 
Mstep: Class 66 contains 665 members 
Mstep: Class 67 contains 2651 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 221 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 225 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 8028 members 
Mstep: Class 75 contains 892 members 
Mstep: Class 76 contains 504 members 
Mstep: Class 77 contains 631 members 
Mstep: Class 78 contains 486 members 
Mstep: Class 79 contains 117 members 
Entering Unmasked Estep 
Score: -147545600.000000 Penalty: 274052.718750
Splitting cluster 71 changes total score from -147547408.000000 to -147545600.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 72 (805 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Entering Unmasked Estep 
Score: -118529.703125 Penalty: 1659.328857
	Iteration 0F: 2 clusters Score -118529.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -116960.375000 Penalty: 3318.657715
	Iteration 0F: 3 clusters Score -116960.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -117788.750000 Penalty: 3318.657715
	Iteration 1F: 3 clusters Score -117788.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -118011.960938 Penalty: 3318.657715
	Iteration 2F: 3 clusters Score -118012 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -118157.898438 Penalty: 3318.657715
	Iteration 3F: 3 clusters Score -118157.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -118272.101562 Penalty: 3318.657715
	Iteration 4Q: 3 clusters Score -118272.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -118328.742188 Penalty: 3318.657715
	Iteration 5Q: 3 clusters Score -118328.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -118359.148438 Penalty: 3318.657715
	Iteration 6Q: 3 clusters Score -118359.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -118389.304688 Penalty: 3318.657715
	Iteration 7Q: 3 clusters Score -118389.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -118418.273438 Penalty: 3318.657715
	Iteration 8Q: 3 clusters Score -118418.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -118440.593750 Penalty: 3318.657715
	Iteration 9Q: 3 clusters Score -118440.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -118453.960938 Penalty: 3318.657715
	Iteration 10Q: 3 clusters Score -118454 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -118459.554688 Penalty: 3318.657715
	Iteration 11Q: 3 clusters Score -118459.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -118466.429688 Penalty: 3318.657715
	Iteration 12Q: 3 clusters Score -118466.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -118480.890625 Penalty: 3318.657715
	Iteration 13Q: 3 clusters Score -118480.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -118502.289062 Penalty: 3318.657715
	Iteration 14Q: 3 clusters Score -118502.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -118519.210938 Penalty: 3318.657715
	Iteration 15Q: 3 clusters Score -118519.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -118543.539062 Penalty: 3318.657715
	Iteration 16Q: 3 clusters Score -118543.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -118568.453125 Penalty: 3318.657715
	Iteration 17Q: 3 clusters Score -118568.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -118588.000000 Penalty: 3318.657715
	Iteration 18Q: 3 clusters Score -118588 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -118604.085938 Penalty: 3318.657715
	Iteration 19Q: 3 clusters Score -118604.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -118634.554688 Penalty: 3318.657715
	Iteration 20F: 3 clusters Score -118634.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -118657.914062 Penalty: 3318.657715
	Iteration 21Q: 3 clusters Score -118657.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -118658.890625 Penalty: 3318.657715
	Iteration 22Q: 3 clusters Score -118658.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -118658.890625 Penalty: 3318.657715
	Iteration 23F: 3 clusters Score -118658.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22632 members 
Mstep: Class 2 contains 4319 members 
Mstep: Class 3 contains 1071 members 
Mstep: Class 4 contains 223860 members 
Mstep: Class 5 contains 4104 members 
Mstep: Class 6 contains 2261 members 
Mstep: Class 7 contains 9374 members 
Mstep: Class 8 contains 13916 members 
Mstep: Class 9 contains 7479 members 
Mstep: Class 10 contains 27210 members 
Mstep: Class 11 contains 11615 members 
Mstep: Class 12 contains 1026 members 
Mstep: Class 13 contains 3524 members 
Mstep: Class 14 contains 36453 members 
Mstep: Class 15 contains 181263 members 
Mstep: Class 16 contains 23103 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 9965 members 
Mstep: Class 19 contains 164683 members 
Mstep: Class 20 contains 54998 members 
Mstep: Class 21 contains 2417 members 
Mstep: Class 22 contains 686 members 
Mstep: Class 23 contains 4373 members 
Mstep: Class 24 contains 3356 members 
Mstep: Class 25 contains 38536 members 
Mstep: Class 26 contains 60660 members 
Mstep: Class 27 contains 28778 members 
Mstep: Class 28 contains 470 members 
Mstep: Class 29 contains 42497 members 
Mstep: Class 30 contains 10774 members 
Mstep: Class 31 contains 6563 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8498 members 
Mstep: Class 34 contains 437 members 
Mstep: Class 35 contains 3422 members 
Mstep: Class 36 contains 8266 members 
Mstep: Class 37 contains 3932 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1886 members 
Mstep: Class 40 contains 19228 members 
Mstep: Class 41 contains 423 members 
Mstep: Class 42 contains 3007 members 
Mstep: Class 43 contains 3329 members 
Mstep: Class 44 contains 1399 members 
Mstep: Class 45 contains 22214 members 
Mstep: Class 46 contains 13088 members 
Mstep: Class 47 contains 306 members 
Mstep: Class 48 contains 7846 members 
Mstep: Class 49 contains 26839 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 620 members 
Mstep: Class 52 contains 309 members 
Mstep: Class 53 contains 3104 members 
Mstep: Class 54 contains 347 members 
Mstep: Class 55 contains 4828 members 
Mstep: Class 56 contains 17264 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 284 members 
Mstep: Class 60 contains 4833 members 
Mstep: Class 61 contains 1768 members 
Mstep: Class 62 contains 1052 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 8311 members 
Mstep: Class 65 contains 503 members 
Mstep: Class 66 contains 665 members 
Mstep: Class 67 contains 2651 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 221 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 472 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 8028 members 
Mstep: Class 75 contains 892 members 
Mstep: Class 76 contains 504 members 
Mstep: Class 77 contains 631 members 
Mstep: Class 78 contains 486 members 
Mstep: Class 79 contains 333 members 
Entering Unmasked Estep 
Score: -147545968.000000 Penalty: 274052.718750
Splitting cluster 72 changes total score from -147547408.000000 to -147545968.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 73 (277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Entering Unmasked Estep 
Score: -37669.894531 Penalty: 1394.756348
	Iteration 0F: 2 clusters Score -37669.89 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 138 members 
Entering Unmasked Estep 
Score: -36501.808594 Penalty: 2789.512695
	Iteration 0F: 3 clusters Score -36501.81 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -36956.023438 Penalty: 2789.512695
	Iteration 1F: 3 clusters Score -36956.02 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -37136.851562 Penalty: 2789.512695
	Iteration 2F: 3 clusters Score -37136.85 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -37231.472656 Penalty: 2789.512695
	Iteration 3Q: 3 clusters Score -37231.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -37288.562500 Penalty: 2789.512695
	Iteration 4Q: 3 clusters Score -37288.56 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -37377.832031 Penalty: 2789.512695
	Iteration 5Q: 3 clusters Score -37377.83 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -37479.738281 Penalty: 2789.512695
	Iteration 6Q: 3 clusters Score -37479.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -37561.601562 Penalty: 2789.512695
	Iteration 7Q: 3 clusters Score -37561.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -37613.093750 Penalty: 2789.512695
	Iteration 8Q: 3 clusters Score -37613.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -37664.425781 Penalty: 2789.512695
	Iteration 9Q: 3 clusters Score -37664.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -37728.683594 Penalty: 2789.512695
	Iteration 10Q: 3 clusters Score -37728.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -37828.339844 Penalty: 2789.512695
	Iteration 11Q: 3 clusters Score -37828.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -37857.367188 Penalty: 2789.512695
	Iteration 12Q: 3 clusters Score -37857.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -37857.367188 Penalty: 2789.512695
	Iteration 13F: 3 clusters Score -37857.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22632 members 
Mstep: Class 2 contains 4319 members 
Mstep: Class 3 contains 1071 members 
Mstep: Class 4 contains 223860 members 
Mstep: Class 5 contains 4104 members 
Mstep: Class 6 contains 2261 members 
Mstep: Class 7 contains 9374 members 
Mstep: Class 8 contains 13916 members 
Mstep: Class 9 contains 7479 members 
Mstep: Class 10 contains 27210 members 
Mstep: Class 11 contains 11615 members 
Mstep: Class 12 contains 1026 members 
Mstep: Class 13 contains 3524 members 
Mstep: Class 14 contains 36453 members 
Mstep: Class 15 contains 181263 members 
Mstep: Class 16 contains 23103 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 9965 members 
Mstep: Class 19 contains 164683 members 
Mstep: Class 20 contains 54998 members 
Mstep: Class 21 contains 2417 members 
Mstep: Class 22 contains 686 members 
Mstep: Class 23 contains 4373 members 
Mstep: Class 24 contains 3356 members 
Mstep: Class 25 contains 38536 members 
Mstep: Class 26 contains 60660 members 
Mstep: Class 27 contains 28778 members 
Mstep: Class 28 contains 470 members 
Mstep: Class 29 contains 42497 members 
Mstep: Class 30 contains 10774 members 
Mstep: Class 31 contains 6563 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8498 members 
Mstep: Class 34 contains 437 members 
Mstep: Class 35 contains 3422 members 
Mstep: Class 36 contains 8266 members 
Mstep: Class 37 contains 3932 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1886 members 
Mstep: Class 40 contains 19228 members 
Mstep: Class 41 contains 423 members 
Mstep: Class 42 contains 3007 members 
Mstep: Class 43 contains 3329 members 
Mstep: Class 44 contains 1399 members 
Mstep: Class 45 contains 22214 members 
Mstep: Class 46 contains 13088 members 
Mstep: Class 47 contains 306 members 
Mstep: Class 48 contains 7846 members 
Mstep: Class 49 contains 26839 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 620 members 
Mstep: Class 52 contains 309 members 
Mstep: Class 53 contains 3104 members 
Mstep: Class 54 contains 347 members 
Mstep: Class 55 contains 4828 members 
Mstep: Class 56 contains 17264 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 284 members 
Mstep: Class 60 contains 4833 members 
Mstep: Class 61 contains 1768 members 
Mstep: Class 62 contains 1052 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 8311 members 
Mstep: Class 65 contains 503 members 
Mstep: Class 66 contains 665 members 
Mstep: Class 67 contains 2651 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 221 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 90 members 
Mstep: Class 74 contains 8028 members 
Mstep: Class 75 contains 892 members 
Mstep: Class 76 contains 504 members 
Mstep: Class 77 contains 631 members 
Mstep: Class 78 contains 486 members 
Mstep: Class 79 contains 187 members 
Entering Unmasked Estep 
Score: -147545664.000000 Penalty: 274052.718750
Splitting cluster 73 changes total score from -147547408.000000 to -147545664.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 74 (8028 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Entering Unmasked Estep 
Score: -1010703.687500 Penalty: 2229.691406
	Iteration 0F: 2 clusters Score -1010704 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -1004227.687500 Penalty: 4459.382812
	Iteration 0F: 3 clusters Score -1004228 nChanged 3271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -1006001.250000 Penalty: 4459.382812
	Iteration 1F: 3 clusters Score -1006001 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -1006321.375000 Penalty: 4459.382812
	Iteration 2F: 3 clusters Score -1006321 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -1006549.562500 Penalty: 4459.382812
	Iteration 3F: 3 clusters Score -1006550 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -1006730.437500 Penalty: 4459.382812
	Iteration 4Q: 3 clusters Score -1006730 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -1006873.062500 Penalty: 4459.382812
	Iteration 5Q: 3 clusters Score -1006873 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -1006989.625000 Penalty: 4459.382812
	Iteration 6Q: 3 clusters Score -1006990 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -1007093.812500 Penalty: 4459.382812
	Iteration 7Q: 3 clusters Score -1007094 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -1007190.500000 Penalty: 4459.382812
	Iteration 8Q: 3 clusters Score -1007190 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -1007282.437500 Penalty: 4459.382812
	Iteration 9Q: 3 clusters Score -1007282 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -1007380.812500 Penalty: 4459.382812
	Iteration 10Q: 3 clusters Score -1007381 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -1007469.437500 Penalty: 4459.382812
	Iteration 11Q: 3 clusters Score -1007469 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -1007541.875000 Penalty: 4459.382812
	Iteration 12Q: 3 clusters Score -1007542 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -1007602.875000 Penalty: 4459.382812
	Iteration 13Q: 3 clusters Score -1007603 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -1007656.625000 Penalty: 4459.382812
	Iteration 14Q: 3 clusters Score -1007657 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -1007706.875000 Penalty: 4459.382812
	Iteration 15Q: 3 clusters Score -1007707 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -1007744.000000 Penalty: 4459.382812
	Iteration 16Q: 3 clusters Score -1007744 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -1007774.062500 Penalty: 4459.382812
	Iteration 17Q: 3 clusters Score -1007774 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -1007804.312500 Penalty: 4459.382812
	Iteration 18Q: 3 clusters Score -1007804 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -1007828.312500 Penalty: 4459.382812
	Iteration 19Q: 3 clusters Score -1007828 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -1007852.937500 Penalty: 4459.382812
	Iteration 20F: 3 clusters Score -1007853 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -1007878.937500 Penalty: 4459.382812
	Iteration 21Q: 3 clusters Score -1007879 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -1007900.375000 Penalty: 4459.382812
	Iteration 22Q: 3 clusters Score -1007900 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -1007924.312500 Penalty: 4459.382812
	Iteration 23Q: 3 clusters Score -1007924 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -1007940.812500 Penalty: 4459.382812
	Iteration 24Q: 3 clusters Score -1007941 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -1007955.437500 Penalty: 4459.382812
	Iteration 25Q: 3 clusters Score -1007955 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -1007972.375000 Penalty: 4459.382812
	Iteration 26Q: 3 clusters Score -1007972 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -1007989.625000 Penalty: 4459.382812
	Iteration 27Q: 3 clusters Score -1007990 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -1008008.375000 Penalty: 4459.382812
	Iteration 28Q: 3 clusters Score -1008008 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -1008020.937500 Penalty: 4459.382812
	Iteration 29Q: 3 clusters Score -1008021 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -1008035.750000 Penalty: 4459.382812
	Iteration 30Q: 3 clusters Score -1008036 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -1008047.312500 Penalty: 4459.382812
	Iteration 31Q: 3 clusters Score -1008047 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -1008061.500000 Penalty: 4459.382812
	Iteration 32Q: 3 clusters Score -1008062 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -1008080.250000 Penalty: 4459.382812
	Iteration 33Q: 3 clusters Score -1008080 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -1008096.000000 Penalty: 4459.382812
	Iteration 34Q: 3 clusters Score -1008096 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -1008116.625000 Penalty: 4459.382812
	Iteration 35Q: 3 clusters Score -1008117 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -1008129.250000 Penalty: 4459.382812
	Iteration 36Q: 3 clusters Score -1008129 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -1008147.687500 Penalty: 4459.382812
	Iteration 37Q: 3 clusters Score -1008148 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -1008162.187500 Penalty: 4459.382812
	Iteration 38Q: 3 clusters Score -1008162 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -1008179.125000 Penalty: 4459.382812
	Iteration 39Q: 3 clusters Score -1008179 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -1008191.250000 Penalty: 4459.382812
	Iteration 40F: 3 clusters Score -1008191 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -1008202.875000 Penalty: 4459.382812
	Iteration 41Q: 3 clusters Score -1008203 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -1008215.375000 Penalty: 4459.382812
	Iteration 42Q: 3 clusters Score -1008215 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -1008231.062500 Penalty: 4459.382812
	Iteration 43Q: 3 clusters Score -1008231 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -1008247.375000 Penalty: 4459.382812
	Iteration 44Q: 3 clusters Score -1008247 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -1008261.687500 Penalty: 4459.382812
	Iteration 45Q: 3 clusters Score -1008262 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -1008278.562500 Penalty: 4459.382812
	Iteration 46Q: 3 clusters Score -1008279 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -1008296.875000 Penalty: 4459.382812
	Iteration 47Q: 3 clusters Score -1008297 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -1008309.437500 Penalty: 4459.382812
	Iteration 48Q: 3 clusters Score -1008309 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -1008319.937500 Penalty: 4459.382812
	Iteration 49Q: 3 clusters Score -1008320 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -1008325.687500 Penalty: 4459.382812
	Iteration 50Q: 3 clusters Score -1008326 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -1008330.750000 Penalty: 4459.382812
	Iteration 51Q: 3 clusters Score -1008331 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -1008336.312500 Penalty: 4459.382812
	Iteration 52Q: 3 clusters Score -1008336 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -1008340.437500 Penalty: 4459.382812
	Iteration 53Q: 3 clusters Score -1008340 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -1008346.812500 Penalty: 4459.382812
	Iteration 54Q: 3 clusters Score -1008347 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -1008351.562500 Penalty: 4459.382812
	Iteration 55Q: 3 clusters Score -1008352 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -1008358.500000 Penalty: 4459.382812
	Iteration 56Q: 3 clusters Score -1008358 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -1008365.625000 Penalty: 4459.382812
	Iteration 57Q: 3 clusters Score -1008366 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -1008372.875000 Penalty: 4459.382812
	Iteration 58Q: 3 clusters Score -1008373 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -1008380.000000 Penalty: 4459.382812
	Iteration 59Q: 3 clusters Score -1008380 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -1008383.250000 Penalty: 4459.382812
	Iteration 60F: 3 clusters Score -1008383 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -1008389.562500 Penalty: 4459.382812
	Iteration 61Q: 3 clusters Score -1008390 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -1008394.625000 Penalty: 4459.382812
	Iteration 62Q: 3 clusters Score -1008395 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -1008398.687500 Penalty: 4459.382812
	Iteration 63Q: 3 clusters Score -1008399 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -1008400.187500 Penalty: 4459.382812
	Iteration 64Q: 3 clusters Score -1008400 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -1008400.062500 Penalty: 4459.382812
	Iteration 65Q: 3 clusters Score -1008400 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -1008403.250000 Penalty: 4459.382812
	Iteration 66Q: 3 clusters Score -1008403 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -1008402.312500 Penalty: 4459.382812
	Iteration 67Q: 3 clusters Score -1008402 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -1008403.750000 Penalty: 4459.382812
	Iteration 68Q: 3 clusters Score -1008404 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -1008403.812500 Penalty: 4459.382812
	Iteration 69Q: 3 clusters Score -1008404 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -1008404.750000 Penalty: 4459.382812
	Iteration 70Q: 3 clusters Score -1008405 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -1008404.000000 Penalty: 4459.382812
	Iteration 71Q: 3 clusters Score -1008404 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -1008404.000000 Penalty: 4459.382812
	Iteration 72F: 3 clusters Score -1008404 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 75 (892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Entering Unmasked Estep 
Score: -127247.312500 Penalty: 1684.779541
	Iteration 0F: 2 clusters Score -127247.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -125486.406250 Penalty: 3369.559082
	Iteration 0F: 3 clusters Score -125486.4 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -126385.039062 Penalty: 3369.559082
	Iteration 1F: 3 clusters Score -126385 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -126995.656250 Penalty: 3369.559082
	Iteration 2F: 3 clusters Score -126995.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -127393.382812 Penalty: 3369.559082
	Iteration 3F: 3 clusters Score -127393.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -127744.570312 Penalty: 3369.559082
	Iteration 4F: 3 clusters Score -127744.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -127913.117188 Penalty: 3369.559082
	Iteration 5Q: 3 clusters Score -127913.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -127967.906250 Penalty: 3369.559082
	Iteration 6Q: 3 clusters Score -127967.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -128000.546875 Penalty: 3369.559082
	Iteration 7Q: 3 clusters Score -128000.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -128003.414062 Penalty: 3369.559082
	Iteration 8Q: 3 clusters Score -128003.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -128009.968750 Penalty: 3369.559082
	Iteration 9Q: 3 clusters Score -128010 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -128015.632812 Penalty: 3369.559082
	Iteration 10Q: 3 clusters Score -128015.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -128020.546875 Penalty: 3369.559082
	Iteration 11Q: 3 clusters Score -128020.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -128021.343750 Penalty: 3369.559082
	Iteration 12Q: 3 clusters Score -128021.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -128021.343750 Penalty: 3369.559082
	Iteration 13F: 3 clusters Score -128021.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22632 members 
Mstep: Class 2 contains 4319 members 
Mstep: Class 3 contains 1071 members 
Mstep: Class 4 contains 223860 members 
Mstep: Class 5 contains 4104 members 
Mstep: Class 6 contains 2261 members 
Mstep: Class 7 contains 9374 members 
Mstep: Class 8 contains 13916 members 
Mstep: Class 9 contains 7479 members 
Mstep: Class 10 contains 27210 members 
Mstep: Class 11 contains 11615 members 
Mstep: Class 12 contains 1026 members 
Mstep: Class 13 contains 3524 members 
Mstep: Class 14 contains 36453 members 
Mstep: Class 15 contains 181263 members 
Mstep: Class 16 contains 23103 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 9965 members 
Mstep: Class 19 contains 164683 members 
Mstep: Class 20 contains 54998 members 
Mstep: Class 21 contains 2417 members 
Mstep: Class 22 contains 686 members 
Mstep: Class 23 contains 4373 members 
Mstep: Class 24 contains 3356 members 
Mstep: Class 25 contains 38536 members 
Mstep: Class 26 contains 60660 members 
Mstep: Class 27 contains 28778 members 
Mstep: Class 28 contains 470 members 
Mstep: Class 29 contains 42497 members 
Mstep: Class 30 contains 10774 members 
Mstep: Class 31 contains 6563 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8498 members 
Mstep: Class 34 contains 437 members 
Mstep: Class 35 contains 3422 members 
Mstep: Class 36 contains 8266 members 
Mstep: Class 37 contains 3932 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1886 members 
Mstep: Class 40 contains 19228 members 
Mstep: Class 41 contains 423 members 
Mstep: Class 42 contains 3007 members 
Mstep: Class 43 contains 3329 members 
Mstep: Class 44 contains 1399 members 
Mstep: Class 45 contains 22214 members 
Mstep: Class 46 contains 13088 members 
Mstep: Class 47 contains 306 members 
Mstep: Class 48 contains 7846 members 
Mstep: Class 49 contains 26839 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 620 members 
Mstep: Class 52 contains 309 members 
Mstep: Class 53 contains 3104 members 
Mstep: Class 54 contains 347 members 
Mstep: Class 55 contains 4828 members 
Mstep: Class 56 contains 17264 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 284 members 
Mstep: Class 60 contains 4833 members 
Mstep: Class 61 contains 1768 members 
Mstep: Class 62 contains 1052 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 8311 members 
Mstep: Class 65 contains 503 members 
Mstep: Class 66 contains 665 members 
Mstep: Class 67 contains 2651 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 221 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 8028 members 
Mstep: Class 75 contains 396 members 
Mstep: Class 76 contains 504 members 
Mstep: Class 77 contains 631 members 
Mstep: Class 78 contains 486 members 
Mstep: Class 79 contains 496 members 
Entering Unmasked Estep 
Score: -147546304.000000 Penalty: 274052.718750
Splitting cluster 75 changes total score from -147547408.000000 to -147546304.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 76 (504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Entering Unmasked Estep 
Score: -74841.117188 Penalty: 1543.198853
	Iteration 0F: 2 clusters Score -74841.12 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 250 members 
Entering Unmasked Estep 
Score: -73378.859375 Penalty: 3086.397705
	Iteration 0F: 3 clusters Score -73378.86 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -73775.093750 Penalty: 3086.397705
	Iteration 1F: 3 clusters Score -73775.09 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -74041.617188 Penalty: 3086.397705
	Iteration 2F: 3 clusters Score -74041.62 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -74248.281250 Penalty: 3086.397705
	Iteration 3F: 3 clusters Score -74248.28 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -74437.226562 Penalty: 3086.397705
	Iteration 4Q: 3 clusters Score -74437.23 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -74542.023438 Penalty: 3086.397705
	Iteration 5Q: 3 clusters Score -74542.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -74585.914062 Penalty: 3086.397705
	Iteration 6Q: 3 clusters Score -74585.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -74608.820312 Penalty: 3086.397705
	Iteration 7Q: 3 clusters Score -74608.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -74618.187500 Penalty: 3086.397705
	Iteration 8Q: 3 clusters Score -74618.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -74622.523438 Penalty: 3086.397705
	Iteration 9Q: 3 clusters Score -74622.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -74624.257812 Penalty: 3086.397705
	Iteration 10Q: 3 clusters Score -74624.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -74629.320312 Penalty: 3086.397705
	Iteration 11Q: 3 clusters Score -74629.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -74636.171875 Penalty: 3086.397705
	Iteration 12Q: 3 clusters Score -74636.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -74673.140625 Penalty: 3086.397705
	Iteration 13Q: 3 clusters Score -74673.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -74726.203125 Penalty: 3086.397705
	Iteration 14Q: 3 clusters Score -74726.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -74728.812500 Penalty: 3086.397705
	Iteration 15Q: 3 clusters Score -74728.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -74728.812500 Penalty: 3086.397705
	Iteration 16F: 3 clusters Score -74728.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 77 (631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Entering Unmasked Estep 
Score: -98648.671875 Penalty: 1598.931763
	Iteration 0F: 2 clusters Score -98648.67 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 323 members 
Entering Unmasked Estep 
Score: -97101.015625 Penalty: 3197.863525
	Iteration 0F: 3 clusters Score -97101.02 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -97621.726562 Penalty: 3197.863525
	Iteration 1F: 3 clusters Score -97621.73 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -98298.226562 Penalty: 3197.863525
	Iteration 2F: 3 clusters Score -98298.23 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -98773.609375 Penalty: 3197.863525
	Iteration 3F: 3 clusters Score -98773.61 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -98954.343750 Penalty: 3197.863525
	Iteration 4F: 3 clusters Score -98954.34 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -99120.921875 Penalty: 3197.863525
	Iteration 5Q: 3 clusters Score -99120.92 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -99174.945312 Penalty: 3197.863525
	Iteration 6Q: 3 clusters Score -99174.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -99185.445312 Penalty: 3197.863525
	Iteration 7Q: 3 clusters Score -99185.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -99191.507812 Penalty: 3197.863525
	Iteration 8Q: 3 clusters Score -99191.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -99191.507812 Penalty: 3197.863525
	Iteration 9F: 3 clusters Score -99191.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22632 members 
Mstep: Class 2 contains 4319 members 
Mstep: Class 3 contains 1071 members 
Mstep: Class 4 contains 223860 members 
Mstep: Class 5 contains 4104 members 
Mstep: Class 6 contains 2261 members 
Mstep: Class 7 contains 9374 members 
Mstep: Class 8 contains 13916 members 
Mstep: Class 9 contains 7479 members 
Mstep: Class 10 contains 27210 members 
Mstep: Class 11 contains 11615 members 
Mstep: Class 12 contains 1026 members 
Mstep: Class 13 contains 3524 members 
Mstep: Class 14 contains 36453 members 
Mstep: Class 15 contains 181263 members 
Mstep: Class 16 contains 23103 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 9965 members 
Mstep: Class 19 contains 164683 members 
Mstep: Class 20 contains 54998 members 
Mstep: Class 21 contains 2417 members 
Mstep: Class 22 contains 686 members 
Mstep: Class 23 contains 4373 members 
Mstep: Class 24 contains 3356 members 
Mstep: Class 25 contains 38536 members 
Mstep: Class 26 contains 60660 members 
Mstep: Class 27 contains 28778 members 
Mstep: Class 28 contains 470 members 
Mstep: Class 29 contains 42497 members 
Mstep: Class 30 contains 10774 members 
Mstep: Class 31 contains 6563 members 
Mstep: Class 32 contains 492 members 
Mstep: Class 33 contains 8498 members 
Mstep: Class 34 contains 437 members 
Mstep: Class 35 contains 3422 members 
Mstep: Class 36 contains 8266 members 
Mstep: Class 37 contains 3932 members 
Mstep: Class 38 contains 421 members 
Mstep: Class 39 contains 1886 members 
Mstep: Class 40 contains 19228 members 
Mstep: Class 41 contains 423 members 
Mstep: Class 42 contains 3007 members 
Mstep: Class 43 contains 3329 members 
Mstep: Class 44 contains 1399 members 
Mstep: Class 45 contains 22214 members 
Mstep: Class 46 contains 13088 members 
Mstep: Class 47 contains 306 members 
Mstep: Class 48 contains 7846 members 
Mstep: Class 49 contains 26839 members 
Mstep: Class 50 contains 277 members 
Mstep: Class 51 contains 620 members 
Mstep: Class 52 contains 309 members 
Mstep: Class 53 contains 3104 members 
Mstep: Class 54 contains 347 members 
Mstep: Class 55 contains 4828 members 
Mstep: Class 56 contains 17264 members 
Mstep: Class 57 contains 468 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 284 members 
Mstep: Class 60 contains 4833 members 
Mstep: Class 61 contains 1768 members 
Mstep: Class 62 contains 1052 members 
Mstep: Class 63 contains 349 members 
Mstep: Class 64 contains 8311 members 
Mstep: Class 65 contains 503 members 
Mstep: Class 66 contains 665 members 
Mstep: Class 67 contains 2651 members 
Mstep: Class 68 contains 285 members 
Mstep: Class 69 contains 221 members 
Mstep: Class 70 contains 156 members 
Mstep: Class 71 contains 342 members 
Mstep: Class 72 contains 805 members 
Mstep: Class 73 contains 277 members 
Mstep: Class 74 contains 8028 members 
Mstep: Class 75 contains 892 members 
Mstep: Class 76 contains 504 members 
Mstep: Class 77 contains 331 members 
Mstep: Class 78 contains 486 members 
Mstep: Class 79 contains 300 members 
Entering Unmasked Estep 
Score: -147545968.000000 Penalty: 274052.718750
Splitting cluster 77 changes total score from -147547408.000000 to -147545968.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 78 (486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Entering Unmasked Estep 
Score: -75308.367188 Penalty: 1534.179810
	Iteration 0F: 2 clusters Score -75308.37 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 239 members 
Entering Unmasked Estep 
Score: -73831.140625 Penalty: 3068.359619
	Iteration 0F: 3 clusters Score -73831.14 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -74032.460938 Penalty: 3068.359619
	Iteration 1F: 3 clusters Score -74032.46 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -74116.406250 Penalty: 3068.359619
	Iteration 2F: 3 clusters Score -74116.41 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -74168.921875 Penalty: 3068.359619
	Iteration 3Q: 3 clusters Score -74168.92 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -74199.875000 Penalty: 3068.359619
	Iteration 4Q: 3 clusters Score -74199.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -74208.156250 Penalty: 3068.359619
	Iteration 5Q: 3 clusters Score -74208.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -74217.421875 Penalty: 3068.359619
	Iteration 6Q: 3 clusters Score -74217.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -74230.031250 Penalty: 3068.359619
	Iteration 7Q: 3 clusters Score -74230.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -74239.382812 Penalty: 3068.359619
	Iteration 8Q: 3 clusters Score -74239.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -74245.765625 Penalty: 3068.359619
	Iteration 9Q: 3 clusters Score -74245.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -74272.593750 Penalty: 3068.359619
	Iteration 10Q: 3 clusters Score -74272.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -74301.695312 Penalty: 3068.359619
	Iteration 11Q: 3 clusters Score -74301.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -74324.601562 Penalty: 3068.359619
	Iteration 12Q: 3 clusters Score -74324.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -74371.375000 Penalty: 3068.359619
	Iteration 13Q: 3 clusters Score -74371.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -74431.312500 Penalty: 3068.359619
	Iteration 14Q: 3 clusters Score -74431.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -74460.375000 Penalty: 3068.359619
	Iteration 15Q: 3 clusters Score -74460.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -74483.265625 Penalty: 3068.359619
	Iteration 16Q: 3 clusters Score -74483.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -74491.695312 Penalty: 3068.359619
	Iteration 17Q: 3 clusters Score -74491.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -74495.234375 Penalty: 3068.359619
	Iteration 18Q: 3 clusters Score -74495.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -74497.343750 Penalty: 3068.359619
	Iteration 19Q: 3 clusters Score -74497.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -74497.343750 Penalty: 3068.359619
	Iteration 20F: 3 clusters Score -74497.34 nChanged 0
21->79 Clusters: Score -147547408.000000, best is -147555744.000000

Starting from 22 clusters...
--- Clustering full data set of 1188249 points ---
Entering CEM 
Assigned 22 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56153 members 
Mstep: Class 2 contains 56439 members 
Mstep: Class 3 contains 56721 members 
Mstep: Class 4 contains 56662 members 
Mstep: Class 5 contains 56842 members 
Mstep: Class 6 contains 56475 members 
Mstep: Class 7 contains 56337 members 
Mstep: Class 8 contains 56723 members 
Mstep: Class 9 contains 56700 members 
Mstep: Class 10 contains 56465 members 
Mstep: Class 11 contains 56157 members 
Mstep: Class 12 contains 56691 members 
Mstep: Class 13 contains 57077 members 
Mstep: Class 14 contains 56778 members 
Mstep: Class 15 contains 56601 members 
Mstep: Class 16 contains 56552 members 
Mstep: Class 17 contains 56579 members 
Mstep: Class 18 contains 56631 members 
Mstep: Class 19 contains 56706 members 
Mstep: Class 20 contains 56343 members 
Mstep: Class 21 contains 56617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 1108.230103 but Gain 3469.023438
Score: -135548800.000000 Penalty: 69380.437500
Iteration 0F: 21 clusters Score -1.355488e+08 nChanged 1130133
Entering Unmasked Mstep 
Mstep: Class 0 contains 7057 members 
Mstep: Class 1 contains 45611 members 
Mstep: Class 3 contains 37278 members 
Mstep: Class 4 contains 28902 members 
Mstep: Class 5 contains 50005 members 
Mstep: Class 6 contains 27807 members 
Mstep: Class 7 contains 25830 members 
Mstep: Class 8 contains 86020 members 
Mstep: Class 9 contains 165807 members 
Mstep: Class 10 contains 25433 members 
Mstep: Class 11 contains 19755 members 
Mstep: Class 12 contains 32682 members 
Mstep: Class 13 contains 22957 members 
Mstep: Class 14 contains 39056 members 
Mstep: Class 15 contains 50314 members 
Mstep: Class 16 contains 122964 members 
Mstep: Class 17 contains 69311 members 
Mstep: Class 18 contains 17409 members 
Mstep: Class 19 contains 24998 members 
Mstep: Class 20 contains 79125 members 
Mstep: Class 21 contains 209928 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -143185584.000000 Penalty: 69380.437500
Iteration 1F: 21 clusters Score -1.431856e+08 nChanged 544174
Entering Unmasked Mstep 
Mstep: Class 0 contains 2359 members 
Mstep: Class 1 contains 37707 members 
Mstep: Class 3 contains 7546 members 
Mstep: Class 4 contains 28763 members 
Mstep: Class 5 contains 36774 members 
Mstep: Class 6 contains 14369 members 
Mstep: Class 7 contains 19840 members 
Mstep: Class 8 contains 79072 members 
Mstep: Class 9 contains 241932 members 
Mstep: Class 10 contains 10504 members 
Mstep: Class 11 contains 8845 members 
Mstep: Class 12 contains 21946 members 
Mstep: Class 13 contains 16880 members 
Mstep: Class 14 contains 13905 members 
Mstep: Class 15 contains 29037 members 
Mstep: Class 16 contains 184753 members 
Mstep: Class 17 contains 71312 members 
Mstep: Class 18 contains 10510 members 
Mstep: Class 19 contains 11754 members 
Mstep: Class 20 contains 58938 members 
Mstep: Class 21 contains 281503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -145036032.000000 Penalty: 69380.437500
Iteration 2F: 21 clusters Score -1.45036e+08 nChanged 354247
Entering Unmasked Mstep 
Mstep: Class 0 contains 1081 members 
Mstep: Class 1 contains 32591 members 
Mstep: Class 3 contains 7310 members 
Mstep: Class 4 contains 33068 members 
Mstep: Class 5 contains 25049 members 
Mstep: Class 6 contains 10749 members 
Mstep: Class 7 contains 19100 members 
Mstep: Class 8 contains 66029 members 
Mstep: Class 9 contains 277846 members 
Mstep: Class 10 contains 4880 members 
Mstep: Class 11 contains 8932 members 
Mstep: Class 12 contains 31401 members 
Mstep: Class 13 contains 18804 members 
Mstep: Class 14 contains 9918 members 
Mstep: Class 15 contains 18898 members 
Mstep: Class 16 contains 221836 members 
Mstep: Class 17 contains 63876 members 
Mstep: Class 18 contains 18704 members 
Mstep: Class 19 contains 7885 members 
Mstep: Class 20 contains 47570 members 
Mstep: Class 21 contains 262722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 3117.321777 but Gain 3469.023438
Score: -145883584.000000 Penalty: 65911.414062
Iteration 3F: 20 clusters Score -1.458836e+08 nChanged 255391
Entering Unmasked Mstep 
Mstep: Class 0 contains 1273 members 
Mstep: Class 1 contains 35091 members 
Mstep: Class 3 contains 8994 members 
Mstep: Class 4 contains 31732 members 
Mstep: Class 5 contains 21220 members 
Mstep: Class 6 contains 9943 members 
Mstep: Class 7 contains 19007 members 
Mstep: Class 8 contains 61454 members 
Mstep: Class 9 contains 288660 members 
Mstep: Class 11 contains 6690 members 
Mstep: Class 12 contains 34210 members 
Mstep: Class 13 contains 22244 members 
Mstep: Class 14 contains 9971 members 
Mstep: Class 15 contains 10937 members 
Mstep: Class 16 contains 255429 members 
Mstep: Class 17 contains 56315 members 
Mstep: Class 18 contains 30798 members 
Mstep: Class 19 contains 7319 members 
Mstep: Class 20 contains 53809 members 
Mstep: Class 21 contains 223153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146299168.000000 Penalty: 65911.414062
Iteration 4F: 20 clusters Score -1.462992e+08 nChanged 176298
Entering Unmasked Mstep 
Mstep: Class 0 contains 1325 members 
Mstep: Class 1 contains 36390 members 
Mstep: Class 3 contains 8789 members 
Mstep: Class 4 contains 29005 members 
Mstep: Class 5 contains 19849 members 
Mstep: Class 6 contains 9756 members 
Mstep: Class 7 contains 19081 members 
Mstep: Class 8 contains 60057 members 
Mstep: Class 9 contains 289613 members 
Mstep: Class 11 contains 5547 members 
Mstep: Class 12 contains 32957 members 
Mstep: Class 13 contains 24023 members 
Mstep: Class 14 contains 11054 members 
Mstep: Class 15 contains 7459 members 
Mstep: Class 16 contains 276048 members 
Mstep: Class 17 contains 50191 members 
Mstep: Class 18 contains 40362 members 
Mstep: Class 19 contains 8835 members 
Mstep: Class 20 contains 60172 members 
Mstep: Class 21 contains 197736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146482032.000000 Penalty: 65911.414062
Iteration 5F: 20 clusters Score -1.46482e+08 nChanged 119000
Entering Unmasked Mstep 
Mstep: Class 0 contains 1268 members 
Mstep: Class 1 contains 36486 members 
Mstep: Class 3 contains 7621 members 
Mstep: Class 4 contains 26506 members 
Mstep: Class 5 contains 19311 members 
Mstep: Class 6 contains 9161 members 
Mstep: Class 7 contains 18975 members 
Mstep: Class 8 contains 58866 members 
Mstep: Class 9 contains 287139 members 
Mstep: Class 11 contains 4985 members 
Mstep: Class 12 contains 34524 members 
Mstep: Class 13 contains 24622 members 
Mstep: Class 14 contains 12637 members 
Mstep: Class 15 contains 6139 members 
Mstep: Class 16 contains 285794 members 
Mstep: Class 17 contains 45365 members 
Mstep: Class 18 contains 46611 members 
Mstep: Class 19 contains 10136 members 
Mstep: Class 20 contains 62856 members 
Mstep: Class 21 contains 189247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146579680.000000 Penalty: 65911.414062
Iteration 6F: 20 clusters Score -1.465797e+08 nChanged 82642
Entering Unmasked Mstep 
Mstep: Class 0 contains 1189 members 
Mstep: Class 1 contains 36311 members 
Mstep: Class 3 contains 5800 members 
Mstep: Class 4 contains 24954 members 
Mstep: Class 5 contains 19876 members 
Mstep: Class 6 contains 8513 members 
Mstep: Class 7 contains 18659 members 
Mstep: Class 8 contains 57829 members 
Mstep: Class 9 contains 282274 members 
Mstep: Class 11 contains 4986 members 
Mstep: Class 12 contains 36490 members 
Mstep: Class 13 contains 25054 members 
Mstep: Class 14 contains 14736 members 
Mstep: Class 15 contains 5985 members 
Mstep: Class 16 contains 291082 members 
Mstep: Class 17 contains 41979 members 
Mstep: Class 18 contains 50918 members 
Mstep: Class 19 contains 9998 members 
Mstep: Class 20 contains 63673 members 
Mstep: Class 21 contains 187943 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146651760.000000 Penalty: 65911.414062
Iteration 7F: 20 clusters Score -1.466518e+08 nChanged 60486
Entering Unmasked Mstep 
Mstep: Class 0 contains 1102 members 
Mstep: Class 1 contains 36197 members 
Mstep: Class 3 contains 4336 members 
Mstep: Class 4 contains 24133 members 
Mstep: Class 5 contains 20886 members 
Mstep: Class 6 contains 7980 members 
Mstep: Class 7 contains 18100 members 
Mstep: Class 8 contains 56821 members 
Mstep: Class 9 contains 275419 members 
Mstep: Class 11 contains 5366 members 
Mstep: Class 12 contains 38308 members 
Mstep: Class 13 contains 25567 members 
Mstep: Class 14 contains 17470 members 
Mstep: Class 15 contains 6927 members 
Mstep: Class 16 contains 294138 members 
Mstep: Class 17 contains 39975 members 
Mstep: Class 18 contains 54153 members 
Mstep: Class 19 contains 8751 members 
Mstep: Class 20 contains 63707 members 
Mstep: Class 21 contains 188913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146778080.000000 Penalty: 65911.414062
Iteration 8F: 20 clusters Score -1.467781e+08 nChanged 46547
Entering Unmasked Mstep 
Mstep: Class 0 contains 994 members 
Mstep: Class 1 contains 36190 members 
Mstep: Class 3 contains 4218 members 
Mstep: Class 4 contains 23897 members 
Mstep: Class 5 contains 21737 members 
Mstep: Class 6 contains 7514 members 
Mstep: Class 7 contains 17961 members 
Mstep: Class 8 contains 55857 members 
Mstep: Class 9 contains 267825 members 
Mstep: Class 11 contains 5856 members 
Mstep: Class 12 contains 38928 members 
Mstep: Class 13 contains 26125 members 
Mstep: Class 14 contains 20648 members 
Mstep: Class 15 contains 9248 members 
Mstep: Class 16 contains 295211 members 
Mstep: Class 17 contains 39030 members 
Mstep: Class 18 contains 56615 members 
Mstep: Class 19 contains 6790 members 
Mstep: Class 20 contains 63523 members 
Mstep: Class 21 contains 190082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146841536.000000 Penalty: 65911.414062
Iteration 9Q: 20 clusters Score -1.468415e+08 nChanged 39177
Entering Unmasked Mstep 
Mstep: Class 0 contains 973 members 
Mstep: Class 1 contains 36236 members 
Mstep: Class 3 contains 4186 members 
Mstep: Class 4 contains 23776 members 
Mstep: Class 5 contains 22707 members 
Mstep: Class 6 contains 7108 members 
Mstep: Class 7 contains 17993 members 
Mstep: Class 8 contains 54764 members 
Mstep: Class 9 contains 260614 members 
Mstep: Class 11 contains 6584 members 
Mstep: Class 12 contains 39175 members 
Mstep: Class 13 contains 26682 members 
Mstep: Class 14 contains 23752 members 
Mstep: Class 15 contains 12997 members 
Mstep: Class 16 contains 294936 members 
Mstep: Class 17 contains 38806 members 
Mstep: Class 18 contains 58218 members 
Mstep: Class 19 contains 4705 members 
Mstep: Class 20 contains 63352 members 
Mstep: Class 21 contains 190685 members 
Entering Unmasked Estep 
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Score: -146866048.000000 Penalty: 65911.414062
Iteration 10Q: 20 clusters Score -1.46866e+08 nChanged 34447
Entering Unmasked Mstep 
Mstep: Class 0 contains 973 members 
Mstep: Class 1 contains 36475 members 
Mstep: Class 3 contains 4177 members 
Mstep: Class 4 contains 23579 members 
Mstep: Class 5 contains 24199 members 
Mstep: Class 6 contains 6750 members 
Mstep: Class 7 contains 18003 members 
Mstep: Class 8 contains 53692 members 
Mstep: Class 9 contains 254056 members 
Mstep: Class 11 contains 7262 members 
Mstep: Class 12 contains 39326 members 
Mstep: Class 13 contains 27220 members 
Mstep: Class 14 contains 26051 members 
Mstep: Class 15 contains 18039 members 
Mstep: Class 16 contains 293520 members 
Mstep: Class 17 contains 38656 members 
Mstep: Class 18 contains 59100 members 
Mstep: Class 19 contains 3285 members 
Mstep: Class 20 contains 63302 members 
Mstep: Class 21 contains 190584 members 
Entering Unmasked Estep 
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Iteration 11Q: 20 clusters Score -1.468878e+08 nChanged 31060
Entering Unmasked Mstep 
Mstep: Class 0 contains 973 members 
Mstep: Class 1 contains 36870 members 
Mstep: Class 3 contains 4174 members 
Mstep: Class 4 contains 23235 members 
Mstep: Class 5 contains 26104 members 
Mstep: Class 6 contains 6496 members 
Mstep: Class 7 contains 18006 members 
Mstep: Class 8 contains 52856 members 
Mstep: Class 9 contains 248121 members 
Mstep: Class 11 contains 7853 members 
Mstep: Class 12 contains 39378 members 
Mstep: Class 13 contains 27727 members 
Mstep: Class 14 contains 27574 members 
Mstep: Class 15 contains 23947 members 
Mstep: Class 16 contains 291683 members 
Mstep: Class 17 contains 38481 members 
Mstep: Class 18 contains 59241 members 
Mstep: Class 19 contains 2485 members 
Mstep: Class 20 contains 63287 members 
Mstep: Class 21 contains 189758 members 
Entering Unmasked Estep 
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Iteration 12Q: 20 clusters Score -1.469046e+08 nChanged 27193
Entering Unmasked Mstep 
Mstep: Class 0 contains 973 members 
Mstep: Class 1 contains 37313 members 
Mstep: Class 3 contains 4173 members 
Mstep: Class 4 contains 22885 members 
Mstep: Class 5 contains 28258 members 
Mstep: Class 6 contains 6339 members 
Mstep: Class 7 contains 18007 members 
Mstep: Class 8 contains 52153 members 
Mstep: Class 9 contains 243025 members 
Mstep: Class 11 contains 8238 members 
Mstep: Class 12 contains 39461 members 
Mstep: Class 13 contains 28152 members 
Mstep: Class 14 contains 28587 members 
Mstep: Class 15 contains 29775 members 
Mstep: Class 16 contains 289777 members 
Mstep: Class 17 contains 38348 members 
Mstep: Class 18 contains 59044 members 
Mstep: Class 19 contains 2034 members 
Mstep: Class 20 contains 63326 members 
Mstep: Class 21 contains 188381 members 
Entering Unmasked Estep 
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Iteration 13Q: 20 clusters Score -1.46916e+08 nChanged 23782
Entering Unmasked Mstep 
Mstep: Class 0 contains 973 members 
Mstep: Class 1 contains 37807 members 
Mstep: Class 3 contains 4173 members 
Mstep: Class 4 contains 22575 members 
Mstep: Class 5 contains 30272 members 
Mstep: Class 6 contains 6207 members 
Mstep: Class 7 contains 18007 members 
Mstep: Class 8 contains 51679 members 
Mstep: Class 9 contains 238591 members 
Mstep: Class 11 contains 8459 members 
Mstep: Class 12 contains 39545 members 
Mstep: Class 13 contains 28487 members 
Mstep: Class 14 contains 29404 members 
Mstep: Class 15 contains 35346 members 
Mstep: Class 16 contains 287842 members 
Mstep: Class 17 contains 38236 members 
Mstep: Class 18 contains 58657 members 
Mstep: Class 19 contains 1773 members 
Mstep: Class 20 contains 63307 members 
Mstep: Class 21 contains 186909 members 
Entering Unmasked Estep 
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Iteration 14Q: 20 clusters Score -1.46926e+08 nChanged 20800
Entering Unmasked Mstep 
Mstep: Class 0 contains 973 members 
Mstep: Class 1 contains 38328 members 
Mstep: Class 3 contains 4173 members 
Mstep: Class 4 contains 22307 members 
Mstep: Class 5 contains 32047 members 
Mstep: Class 6 contains 6149 members 
Mstep: Class 7 contains 18007 members 
Mstep: Class 8 contains 51284 members 
Mstep: Class 9 contains 234740 members 
Mstep: Class 11 contains 8585 members 
Mstep: Class 12 contains 39643 members 
Mstep: Class 13 contains 28737 members 
Mstep: Class 14 contains 30080 members 
Mstep: Class 15 contains 40490 members 
Mstep: Class 16 contains 285959 members 
Mstep: Class 17 contains 38129 members 
Mstep: Class 18 contains 58226 members 
Mstep: Class 19 contains 1601 members 
Mstep: Class 20 contains 63344 members 
Mstep: Class 21 contains 185447 members 
Entering Unmasked Estep 
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Iteration 15Q: 20 clusters Score -1.469336e+08 nChanged 18638
Entering Unmasked Mstep 
Mstep: Class 0 contains 973 members 
Mstep: Class 1 contains 38903 members 
Mstep: Class 3 contains 4173 members 
Mstep: Class 4 contains 22034 members 
Mstep: Class 5 contains 33701 members 
Mstep: Class 6 contains 6115 members 
Mstep: Class 7 contains 18007 members 
Mstep: Class 8 contains 50976 members 
Mstep: Class 9 contains 231447 members 
Mstep: Class 11 contains 8641 members 
Mstep: Class 12 contains 39737 members 
Mstep: Class 13 contains 28967 members 
Mstep: Class 14 contains 30636 members 
Mstep: Class 15 contains 45285 members 
Mstep: Class 16 contains 283957 members 
Mstep: Class 17 contains 38065 members 
Mstep: Class 18 contains 57845 members 
Mstep: Class 19 contains 1502 members 
Mstep: Class 20 contains 63332 members 
Mstep: Class 21 contains 183953 members 
Entering Unmasked Estep 
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Iteration 16Q: 20 clusters Score -1.4694e+08 nChanged 16558
Entering Unmasked Mstep 
Mstep: Class 0 contains 973 members 
Mstep: Class 1 contains 39472 members 
Mstep: Class 3 contains 4173 members 
Mstep: Class 4 contains 21767 members 
Mstep: Class 5 contains 35152 members 
Mstep: Class 6 contains 6099 members 
Mstep: Class 7 contains 18007 members 
Mstep: Class 8 contains 50822 members 
Mstep: Class 9 contains 228638 members 
Mstep: Class 11 contains 8657 members 
Mstep: Class 12 contains 39835 members 
Mstep: Class 13 contains 29162 members 
Mstep: Class 14 contains 31179 members 
Mstep: Class 15 contains 49661 members 
Mstep: Class 16 contains 281879 members 
Mstep: Class 17 contains 38079 members 
Mstep: Class 18 contains 57492 members 
Mstep: Class 19 contains 1434 members 
Mstep: Class 20 contains 63301 members 
Mstep: Class 21 contains 182467 members 
Entering Unmasked Estep 
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Iteration 17Q: 20 clusters Score -1.469466e+08 nChanged 15055
Entering Unmasked Mstep 
Mstep: Class 0 contains 973 members 
Mstep: Class 1 contains 40092 members 
Mstep: Class 3 contains 4173 members 
Mstep: Class 4 contains 21521 members 
Mstep: Class 5 contains 36411 members 
Mstep: Class 6 contains 6096 members 
Mstep: Class 7 contains 18007 members 
Mstep: Class 8 contains 50624 members 
Mstep: Class 9 contains 226294 members 
Mstep: Class 11 contains 8648 members 
Mstep: Class 12 contains 39891 members 
Mstep: Class 13 contains 29317 members 
Mstep: Class 14 contains 31724 members 
Mstep: Class 15 contains 53657 members 
Mstep: Class 16 contains 279833 members 
Mstep: Class 17 contains 38171 members 
Mstep: Class 18 contains 57241 members 
Mstep: Class 19 contains 1380 members 
Mstep: Class 20 contains 63236 members 
Mstep: Class 21 contains 180960 members 
Entering Unmasked Estep 
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Iteration 18Q: 20 clusters Score -1.469515e+08 nChanged 13472
Entering Unmasked Mstep 
Mstep: Class 0 contains 973 members 
Mstep: Class 1 contains 40716 members 
Mstep: Class 3 contains 4173 members 
Mstep: Class 4 contains 21271 members 
Mstep: Class 5 contains 37490 members 
Mstep: Class 6 contains 6103 members 
Mstep: Class 7 contains 18007 members 
Mstep: Class 8 contains 50454 members 
Mstep: Class 9 contains 224338 members 
Mstep: Class 11 contains 8641 members 
Mstep: Class 12 contains 39909 members 
Mstep: Class 13 contains 29432 members 
Mstep: Class 14 contains 32222 members 
Mstep: Class 15 contains 57257 members 
Mstep: Class 16 contains 277812 members 
Mstep: Class 17 contains 38241 members 
Mstep: Class 18 contains 57110 members 
Mstep: Class 19 contains 1352 members 
Mstep: Class 20 contains 63170 members 
Mstep: Class 21 contains 179578 members 
Entering Unmasked Estep 
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Iteration 19Q: 20 clusters Score -1.469561e+08 nChanged 12375
Entering Unmasked Mstep 
Mstep: Class 0 contains 973 members 
Mstep: Class 1 contains 41329 members 
Mstep: Class 3 contains 4173 members 
Mstep: Class 4 contains 21078 members 
Mstep: Class 5 contains 38374 members 
Mstep: Class 6 contains 6116 members 
Mstep: Class 7 contains 18007 members 
Mstep: Class 8 contains 50274 members 
Mstep: Class 9 contains 222698 members 
Mstep: Class 11 contains 8629 members 
Mstep: Class 12 contains 39929 members 
Mstep: Class 13 contains 29531 members 
Mstep: Class 14 contains 32669 members 
Mstep: Class 15 contains 60573 members 
Mstep: Class 16 contains 275786 members 
Mstep: Class 17 contains 38258 members 
Mstep: Class 18 contains 57048 members 
Mstep: Class 19 contains 1322 members 
Mstep: Class 20 contains 63076 members 
Mstep: Class 21 contains 178406 members 
Entering Unmasked Estep 
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Iteration 20F: 20 clusters Score -1.469874e+08 nChanged 15841
Entering Unmasked Mstep 
Mstep: Class 0 contains 496 members 
Mstep: Class 1 contains 41951 members 
Mstep: Class 3 contains 4173 members 
Mstep: Class 4 contains 20885 members 
Mstep: Class 5 contains 39270 members 
Mstep: Class 6 contains 6132 members 
Mstep: Class 7 contains 17984 members 
Mstep: Class 8 contains 49801 members 
Mstep: Class 9 contains 221159 members 
Mstep: Class 11 contains 8717 members 
Mstep: Class 12 contains 39942 members 
Mstep: Class 13 contains 29568 members 
Mstep: Class 14 contains 33030 members 
Mstep: Class 15 contains 67363 members 
Mstep: Class 16 contains 271331 members 
Mstep: Class 17 contains 38145 members 
Mstep: Class 18 contains 56798 members 
Mstep: Class 19 contains 1682 members 
Mstep: Class 20 contains 62941 members 
Mstep: Class 21 contains 176881 members 
Entering Unmasked Estep 
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Iteration 21Q: 20 clusters Score -1.47007e+08 nChanged 15627
Entering Unmasked Mstep 
Mstep: Class 0 contains 471 members 
Mstep: Class 1 contains 42523 members 
Mstep: Class 3 contains 4173 members 
Mstep: Class 4 contains 20868 members 
Mstep: Class 5 contains 40038 members 
Mstep: Class 6 contains 6156 members 
Mstep: Class 7 contains 17982 members 
Mstep: Class 8 contains 49499 members 
Mstep: Class 9 contains 219929 members 
Mstep: Class 11 contains 8817 members 
Mstep: Class 12 contains 40002 members 
Mstep: Class 13 contains 29626 members 
Mstep: Class 14 contains 33314 members 
Mstep: Class 15 contains 73460 members 
Mstep: Class 16 contains 267263 members 
Mstep: Class 17 contains 38006 members 
Mstep: Class 18 contains 56713 members 
Mstep: Class 19 contains 1416 members 
Mstep: Class 20 contains 62784 members 
Mstep: Class 21 contains 175209 members 
Entering Unmasked Estep 
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Iteration 22Q: 20 clusters Score -1.470153e+08 nChanged 15086
Entering Unmasked Mstep 
Mstep: Class 0 contains 471 members 
Mstep: Class 1 contains 43065 members 
Mstep: Class 3 contains 4173 members 
Mstep: Class 4 contains 20670 members 
Mstep: Class 5 contains 40688 members 
Mstep: Class 6 contains 6184 members 
Mstep: Class 7 contains 17975 members 
Mstep: Class 8 contains 49249 members 
Mstep: Class 9 contains 218894 members 
Mstep: Class 11 contains 8855 members 
Mstep: Class 12 contains 40085 members 
Mstep: Class 13 contains 29668 members 
Mstep: Class 14 contains 33567 members 
Mstep: Class 15 contains 79526 members 
Mstep: Class 16 contains 263366 members 
Mstep: Class 17 contains 37791 members 
Mstep: Class 18 contains 56719 members 
Mstep: Class 19 contains 1354 members 
Mstep: Class 20 contains 62694 members 
Mstep: Class 21 contains 173255 members 
Entering Unmasked Estep 
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Iteration 23Q: 20 clusters Score -1.470223e+08 nChanged 14844
Entering Unmasked Mstep 
Mstep: Class 0 contains 471 members 
Mstep: Class 1 contains 43597 members 
Mstep: Class 3 contains 4173 members 
Mstep: Class 4 contains 20443 members 
Mstep: Class 5 contains 41190 members 
Mstep: Class 6 contains 6200 members 
Mstep: Class 7 contains 17977 members 
Mstep: Class 8 contains 49001 members 
Mstep: Class 9 contains 218018 members 
Mstep: Class 11 contains 8898 members 
Mstep: Class 12 contains 40196 members 
Mstep: Class 13 contains 29699 members 
Mstep: Class 14 contains 33874 members 
Mstep: Class 15 contains 85550 members 
Mstep: Class 16 contains 259644 members 
Mstep: Class 17 contains 37557 members 
Mstep: Class 18 contains 56828 members 
Mstep: Class 19 contains 1337 members 
Mstep: Class 20 contains 62525 members 
Mstep: Class 21 contains 171071 members 
Entering Unmasked Estep 
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Iteration 24Q: 20 clusters Score -1.470291e+08 nChanged 14351
Entering Unmasked Mstep 
Mstep: Class 0 contains 471 members 
Mstep: Class 1 contains 44098 members 
Mstep: Class 3 contains 4173 members 
Mstep: Class 4 contains 20299 members 
Mstep: Class 5 contains 41646 members 
Mstep: Class 6 contains 6212 members 
Mstep: Class 7 contains 17976 members 
Mstep: Class 8 contains 48774 members 
Mstep: Class 9 contains 217211 members 
Mstep: Class 11 contains 8941 members 
Mstep: Class 12 contains 40307 members 
Mstep: Class 13 contains 29696 members 
Mstep: Class 14 contains 34177 members 
Mstep: Class 15 contains 91545 members 
Mstep: Class 16 contains 256183 members 
Mstep: Class 17 contains 37326 members 
Mstep: Class 18 contains 56999 members 
Mstep: Class 19 contains 1325 members 
Mstep: Class 20 contains 62281 members 
Mstep: Class 21 contains 168609 members 
Entering Unmasked Estep 
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Iteration 25Q: 20 clusters Score -1.470361e+08 nChanged 14109
Entering Unmasked Mstep 
Mstep: Class 0 contains 471 members 
Mstep: Class 1 contains 44515 members 
Mstep: Class 3 contains 4173 members 
Mstep: Class 4 contains 20188 members 
Mstep: Class 5 contains 42012 members 
Mstep: Class 6 contains 6219 members 
Mstep: Class 7 contains 17977 members 
Mstep: Class 8 contains 48556 members 
Mstep: Class 9 contains 216495 members 
Mstep: Class 11 contains 8986 members 
Mstep: Class 12 contains 40441 members 
Mstep: Class 13 contains 29709 members 
Mstep: Class 14 contains 34487 members 
Mstep: Class 15 contains 97576 members 
Mstep: Class 16 contains 252985 members 
Mstep: Class 17 contains 37096 members 
Mstep: Class 18 contains 57237 members 
Mstep: Class 19 contains 1314 members 
Mstep: Class 20 contains 61995 members 
Mstep: Class 21 contains 165817 members 
Entering Unmasked Estep 
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Iteration 26Q: 20 clusters Score -1.470426e+08 nChanged 13827
Entering Unmasked Mstep 
Mstep: Class 0 contains 471 members 
Mstep: Class 1 contains 44838 members 
Mstep: Class 3 contains 4173 members 
Mstep: Class 4 contains 20083 members 
Mstep: Class 5 contains 42308 members 
Mstep: Class 6 contains 6223 members 
Mstep: Class 7 contains 17977 members 
Mstep: Class 8 contains 48299 members 
Mstep: Class 9 contains 215877 members 
Mstep: Class 11 contains 9018 members 
Mstep: Class 12 contains 40595 members 
Mstep: Class 13 contains 29726 members 
Mstep: Class 14 contains 34799 members 
Mstep: Class 15 contains 103612 members 
Mstep: Class 16 contains 250057 members 
Mstep: Class 17 contains 36864 members 
Mstep: Class 18 contains 57535 members 
Mstep: Class 19 contains 1311 members 
Mstep: Class 20 contains 61696 members 
Mstep: Class 21 contains 162787 members 
Entering Unmasked Estep 
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Iteration 27Q: 20 clusters Score -1.470479e+08 nChanged 13379
Entering Unmasked Mstep 
Mstep: Class 0 contains 471 members 
Mstep: Class 1 contains 45093 members 
Mstep: Class 3 contains 4173 members 
Mstep: Class 4 contains 19989 members 
Mstep: Class 5 contains 42642 members 
Mstep: Class 6 contains 6226 members 
Mstep: Class 7 contains 17977 members 
Mstep: Class 8 contains 48083 members 
Mstep: Class 9 contains 215269 members 
Mstep: Class 11 contains 9054 members 
Mstep: Class 12 contains 40757 members 
Mstep: Class 13 contains 29725 members 
Mstep: Class 14 contains 35136 members 
Mstep: Class 15 contains 109389 members 
Mstep: Class 16 contains 247657 members 
Mstep: Class 17 contains 36619 members 
Mstep: Class 18 contains 57885 members 
Mstep: Class 19 contains 1309 members 
Mstep: Class 20 contains 61393 members 
Mstep: Class 21 contains 159402 members 
Entering Unmasked Estep 
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Iteration 28Q: 20 clusters Score -1.470531e+08 nChanged 12798
Entering Unmasked Mstep 
Mstep: Class 0 contains 471 members 
Mstep: Class 1 contains 45291 members 
Mstep: Class 3 contains 4173 members 
Mstep: Class 4 contains 19938 members 
Mstep: Class 5 contains 42953 members 
Mstep: Class 6 contains 6231 members 
Mstep: Class 7 contains 17977 members 
Mstep: Class 8 contains 47893 members 
Mstep: Class 9 contains 214735 members 
Mstep: Class 11 contains 9073 members 
Mstep: Class 12 contains 40919 members 
Mstep: Class 13 contains 29700 members 
Mstep: Class 14 contains 35455 members 
Mstep: Class 15 contains 114947 members 
Mstep: Class 16 contains 245540 members 
Mstep: Class 17 contains 36348 members 
Mstep: Class 18 contains 58279 members 
Mstep: Class 19 contains 1308 members 
Mstep: Class 20 contains 61047 members 
Mstep: Class 21 contains 155971 members 
Entering Unmasked Estep 
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Iteration 29Q: 20 clusters Score -1.470583e+08 nChanged 12239
Entering Unmasked Mstep 
Mstep: Class 0 contains 471 members 
Mstep: Class 1 contains 45394 members 
Mstep: Class 3 contains 4173 members 
Mstep: Class 4 contains 19899 members 
Mstep: Class 5 contains 43226 members 
Mstep: Class 6 contains 6234 members 
Mstep: Class 7 contains 17977 members 
Mstep: Class 8 contains 47707 members 
Mstep: Class 9 contains 214208 members 
Mstep: Class 11 contains 9110 members 
Mstep: Class 12 contains 41092 members 
Mstep: Class 13 contains 29663 members 
Mstep: Class 14 contains 35743 members 
Mstep: Class 15 contains 120165 members 
Mstep: Class 16 contains 244001 members 
Mstep: Class 17 contains 36119 members 
Mstep: Class 18 contains 58628 members 
Mstep: Class 19 contains 1307 members 
Mstep: Class 20 contains 60615 members 
Mstep: Class 21 contains 152517 members 
Entering Unmasked Estep 
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Iteration 30Q: 20 clusters Score -1.470623e+08 nChanged 11305
Entering Unmasked Mstep 
Mstep: Class 0 contains 471 members 
Mstep: Class 1 contains 45382 members 
Mstep: Class 3 contains 4173 members 
Mstep: Class 4 contains 19870 members 
Mstep: Class 5 contains 43421 members 
Mstep: Class 6 contains 6231 members 
Mstep: Class 7 contains 17977 members 
Mstep: Class 8 contains 47534 members 
Mstep: Class 9 contains 213779 members 
Mstep: Class 11 contains 9222 members 
Mstep: Class 12 contains 41265 members 
Mstep: Class 13 contains 29601 members 
Mstep: Class 14 contains 35994 members 
Mstep: Class 15 contains 124760 members 
Mstep: Class 16 contains 243096 members 
Mstep: Class 17 contains 35926 members 
Mstep: Class 18 contains 58947 members 
Mstep: Class 19 contains 1306 members 
Mstep: Class 20 contains 60103 members 
Mstep: Class 21 contains 149191 members 
Entering Unmasked Estep 
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Iteration 31Q: 20 clusters Score -1.470651e+08 nChanged 10623
Entering Unmasked Mstep 
Mstep: Class 0 contains 471 members 
Mstep: Class 1 contains 45311 members 
Mstep: Class 3 contains 4173 members 
Mstep: Class 4 contains 19868 members 
Mstep: Class 5 contains 43558 members 
Mstep: Class 6 contains 6237 members 
Mstep: Class 7 contains 17977 members 
Mstep: Class 8 contains 47381 members 
Mstep: Class 9 contains 213467 members 
Mstep: Class 11 contains 9356 members 
Mstep: Class 12 contains 41445 members 
Mstep: Class 13 contains 29509 members 
Mstep: Class 14 contains 36219 members 
Mstep: Class 15 contains 128931 members 
Mstep: Class 16 contains 242521 members 
Mstep: Class 17 contains 35771 members 
Mstep: Class 18 contains 59209 members 
Mstep: Class 19 contains 1305 members 
Mstep: Class 20 contains 59588 members 
Mstep: Class 21 contains 145952 members 
Entering Unmasked Estep 
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Iteration 32Q: 20 clusters Score -1.470682e+08 nChanged 10204
Entering Unmasked Mstep 
Mstep: Class 0 contains 471 members 
Mstep: Class 1 contains 45128 members 
Mstep: Class 3 contains 4173 members 
Mstep: Class 4 contains 19892 members 
Mstep: Class 5 contains 43697 members 
Mstep: Class 6 contains 6243 members 
Mstep: Class 7 contains 17977 members 
Mstep: Class 8 contains 47228 members 
Mstep: Class 9 contains 213241 members 
Mstep: Class 11 contains 9482 members 
Mstep: Class 12 contains 41631 members 
Mstep: Class 13 contains 29426 members 
Mstep: Class 14 contains 36400 members 
Mstep: Class 15 contains 132740 members 
Mstep: Class 16 contains 242139 members 
Mstep: Class 17 contains 35697 members 
Mstep: Class 18 contains 59413 members 
Mstep: Class 19 contains 1305 members 
Mstep: Class 20 contains 59015 members 
Mstep: Class 21 contains 142951 members 
Entering Unmasked Estep 
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Iteration 33Q: 20 clusters Score -1.470711e+08 nChanged 10008
Entering Unmasked Mstep 
Mstep: Class 0 contains 471 members 
Mstep: Class 1 contains 44900 members 
Mstep: Class 3 contains 4173 members 
Mstep: Class 4 contains 19942 members 
Mstep: Class 5 contains 43821 members 
Mstep: Class 6 contains 6249 members 
Mstep: Class 7 contains 17977 members 
Mstep: Class 8 contains 47101 members 
Mstep: Class 9 contains 212930 members 
Mstep: Class 11 contains 9619 members 
Mstep: Class 12 contains 41818 members 
Mstep: Class 13 contains 29319 members 
Mstep: Class 14 contains 36551 members 
Mstep: Class 15 contains 136300 members 
Mstep: Class 16 contains 242038 members 
Mstep: Class 17 contains 35617 members 
Mstep: Class 18 contains 59569 members 
Mstep: Class 19 contains 1304 members 
Mstep: Class 20 contains 58400 members 
Mstep: Class 21 contains 140150 members 
Entering Unmasked Estep 
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Iteration 34Q: 20 clusters Score -1.47073e+08 nChanged 9923
Entering Unmasked Mstep 
Mstep: Class 0 contains 471 members 
Mstep: Class 1 contains 44541 members 
Mstep: Class 3 contains 4173 members 
Mstep: Class 4 contains 20007 members 
Mstep: Class 5 contains 43966 members 
Mstep: Class 6 contains 6257 members 
Mstep: Class 7 contains 17977 members 
Mstep: Class 8 contains 46988 members 
Mstep: Class 9 contains 212694 members 
Mstep: Class 11 contains 9775 members 
Mstep: Class 12 contains 42023 members 
Mstep: Class 13 contains 29209 members 
Mstep: Class 14 contains 36673 members 
Mstep: Class 15 contains 139559 members 
Mstep: Class 16 contains 242132 members 
Mstep: Class 17 contains 35572 members 
Mstep: Class 18 contains 59693 members 
Mstep: Class 19 contains 1304 members 
Mstep: Class 20 contains 57702 members 
Mstep: Class 21 contains 137533 members 
Entering Unmasked Estep 
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Iteration 35Q: 20 clusters Score -1.470748e+08 nChanged 9956
Entering Unmasked Mstep 
Mstep: Class 0 contains 471 members 
Mstep: Class 1 contains 44098 members 
Mstep: Class 3 contains 4173 members 
Mstep: Class 4 contains 20106 members 
Mstep: Class 5 contains 44173 members 
Mstep: Class 6 contains 6263 members 
Mstep: Class 7 contains 17977 members 
Mstep: Class 8 contains 46870 members 
Mstep: Class 9 contains 212487 members 
Mstep: Class 11 contains 9963 members 
Mstep: Class 12 contains 42229 members 
Mstep: Class 13 contains 29099 members 
Mstep: Class 14 contains 36728 members 
Mstep: Class 15 contains 142528 members 
Mstep: Class 16 contains 242346 members 
Mstep: Class 17 contains 35576 members 
Mstep: Class 18 contains 59831 members 
Mstep: Class 19 contains 1304 members 
Mstep: Class 20 contains 56932 members 
Mstep: Class 21 contains 135095 members 
Entering Unmasked Estep 
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Iteration 36Q: 20 clusters Score -1.470765e+08 nChanged 9937
Entering Unmasked Mstep 
Mstep: Class 0 contains 471 members 
Mstep: Class 1 contains 43538 members 
Mstep: Class 3 contains 4173 members 
Mstep: Class 4 contains 20192 members 
Mstep: Class 5 contains 44287 members 
Mstep: Class 6 contains 6272 members 
Mstep: Class 7 contains 17977 members 
Mstep: Class 8 contains 46682 members 
Mstep: Class 9 contains 212327 members 
Mstep: Class 11 contains 10203 members 
Mstep: Class 12 contains 42417 members 
Mstep: Class 13 contains 29011 members 
Mstep: Class 14 contains 36806 members 
Mstep: Class 15 contains 145471 members 
Mstep: Class 16 contains 242525 members 
Mstep: Class 17 contains 35667 members 
Mstep: Class 18 contains 59910 members 
Mstep: Class 19 contains 1304 members 
Mstep: Class 20 contains 56125 members 
Mstep: Class 21 contains 132891 members 
Entering Unmasked Estep 
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Iteration 37Q: 20 clusters Score -1.470781e+08 nChanged 10133
Entering Unmasked Mstep 
Mstep: Class 0 contains 471 members 
Mstep: Class 1 contains 42874 members 
Mstep: Class 3 contains 4173 members 
Mstep: Class 4 contains 20298 members 
Mstep: Class 5 contains 44425 members 
Mstep: Class 6 contains 6283 members 
Mstep: Class 7 contains 17977 members 
Mstep: Class 8 contains 46491 members 
Mstep: Class 9 contains 212180 members 
Mstep: Class 11 contains 10456 members 
Mstep: Class 12 contains 42636 members 
Mstep: Class 13 contains 28913 members 
Mstep: Class 14 contains 36899 members 
Mstep: Class 15 contains 148317 members 
Mstep: Class 16 contains 242659 members 
Mstep: Class 17 contains 35849 members 
Mstep: Class 18 contains 59964 members 
Mstep: Class 19 contains 1304 members 
Mstep: Class 20 contains 55311 members 
Mstep: Class 21 contains 130769 members 
Entering Unmasked Estep 
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Iteration 38Q: 20 clusters Score -1.470793e+08 nChanged 10363
Entering ConstructFrom: 
Score: -147079264.000000 Penalty: 65911.414062
Entering ConstructFrom: 
Trying to split cluster 1 (42085 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42085 members 
Entering Unmasked Estep 
Score: -5202211.000000 Penalty: 2640.566650
	Iteration 0F: 2 clusters Score -5202211 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20984 members 
Mstep: Class 2 contains 21101 members 
Entering Unmasked Estep 
Score: -5173875.500000 Penalty: 5281.133301
	Iteration 0F: 3 clusters Score -5173876 nChanged 19318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20718 members 
Mstep: Class 2 contains 21367 members 
Entering Unmasked Estep 
Score: -5188634.500000 Penalty: 5281.133301
	Iteration 1F: 3 clusters Score -5188634 nChanged 4071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20965 members 
Mstep: Class 2 contains 21120 members 
Entering Unmasked Estep 
Score: -5195279.500000 Penalty: 5281.133301
	Iteration 2F: 3 clusters Score -5195280 nChanged 4796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22247 members 
Mstep: Class 2 contains 19838 members 
Entering Unmasked Estep 
Score: -5201726.000000 Penalty: 5281.133301
	Iteration 3F: 3 clusters Score -5201726 nChanged 4349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24014 members 
Mstep: Class 2 contains 18071 members 
Entering Unmasked Estep 
Score: -5206395.500000 Penalty: 5281.133301
	Iteration 4F: 3 clusters Score -5206396 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25108 members 
Mstep: Class 2 contains 16977 members 
Entering Unmasked Estep 
Score: -5208716.000000 Penalty: 5281.133301
	Iteration 5F: 3 clusters Score -5208716 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25779 members 
Mstep: Class 2 contains 16306 members 
Entering Unmasked Estep 
Score: -5209920.500000 Penalty: 5281.133301
	Iteration 6Q: 3 clusters Score -5209920 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26225 members 
Mstep: Class 2 contains 15860 members 
Entering Unmasked Estep 
Score: -5210607.000000 Penalty: 5281.133301
	Iteration 7Q: 3 clusters Score -5210607 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26559 members 
Mstep: Class 2 contains 15526 members 
Entering Unmasked Estep 
Score: -5211093.000000 Penalty: 5281.133301
	Iteration 8Q: 3 clusters Score -5211093 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26844 members 
Mstep: Class 2 contains 15241 members 
Entering Unmasked Estep 
Score: -5211332.500000 Penalty: 5281.133301
	Iteration 9Q: 3 clusters Score -5211332 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27103 members 
Mstep: Class 2 contains 14982 members 
Entering Unmasked Estep 
Score: -5211480.000000 Penalty: 5281.133301
	Iteration 10Q: 3 clusters Score -5211480 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27333 members 
Mstep: Class 2 contains 14752 members 
Entering Unmasked Estep 
Score: -5211572.500000 Penalty: 5281.133301
	Iteration 11Q: 3 clusters Score -5211572 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27520 members 
Mstep: Class 2 contains 14565 members 
Entering Unmasked Estep 
Score: -5211613.000000 Penalty: 5281.133301
	Iteration 12Q: 3 clusters Score -5211613 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27670 members 
Mstep: Class 2 contains 14415 members 
Entering Unmasked Estep 
Score: -5211650.000000 Penalty: 5281.133301
	Iteration 13Q: 3 clusters Score -5211650 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27796 members 
Mstep: Class 2 contains 14289 members 
Entering Unmasked Estep 
Score: -5211663.500000 Penalty: 5281.133301
	Iteration 14Q: 3 clusters Score -5211664 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27889 members 
Mstep: Class 2 contains 14196 members 
Entering Unmasked Estep 
Score: -5211691.500000 Penalty: 5281.133301
	Iteration 15Q: 3 clusters Score -5211692 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27967 members 
Mstep: Class 2 contains 14118 members 
Entering Unmasked Estep 
Score: -5211685.000000 Penalty: 5281.133301
	Iteration 16Q: 3 clusters Score -5211685 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28031 members 
Mstep: Class 2 contains 14054 members 
Entering Unmasked Estep 
Score: -5211692.500000 Penalty: 5281.133301
	Iteration 17Q: 3 clusters Score -5211692 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28085 members 
Mstep: Class 2 contains 14000 members 
Entering Unmasked Estep 
Score: -5211687.000000 Penalty: 5281.133301
	Iteration 18Q: 3 clusters Score -5211687 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28126 members 
Mstep: Class 2 contains 13959 members 
Entering Unmasked Estep 
Score: -5211691.000000 Penalty: 5281.133301
	Iteration 19Q: 3 clusters Score -5211691 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28151 members 
Mstep: Class 2 contains 13934 members 
Entering Unmasked Estep 
Score: -5211690.500000 Penalty: 5281.133301
	Iteration 20F: 3 clusters Score -5211690 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28180 members 
Mstep: Class 2 contains 13905 members 
Entering Unmasked Estep 
Score: -5211694.500000 Penalty: 5281.133301
	Iteration 21Q: 3 clusters Score -5211694 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28208 members 
Mstep: Class 2 contains 13877 members 
Entering Unmasked Estep 
Score: -5211699.500000 Penalty: 5281.133301
	Iteration 22Q: 3 clusters Score -5211700 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28238 members 
Mstep: Class 2 contains 13847 members 
Entering Unmasked Estep 
Score: -5211713.000000 Penalty: 5281.133301
	Iteration 23Q: 3 clusters Score -5211713 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28263 members 
Mstep: Class 2 contains 13822 members 
Entering Unmasked Estep 
Score: -5211722.000000 Penalty: 5281.133301
	Iteration 24Q: 3 clusters Score -5211722 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28290 members 
Mstep: Class 2 contains 13795 members 
Entering Unmasked Estep 
Score: -5211721.500000 Penalty: 5281.133301
	Iteration 25Q: 3 clusters Score -5211722 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28315 members 
Mstep: Class 2 contains 13770 members 
Entering Unmasked Estep 
Score: -5211721.500000 Penalty: 5281.133301
	Iteration 26Q: 3 clusters Score -5211722 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28336 members 
Mstep: Class 2 contains 13749 members 
Entering Unmasked Estep 
Score: -5211712.500000 Penalty: 5281.133301
	Iteration 27Q: 3 clusters Score -5211712 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28356 members 
Mstep: Class 2 contains 13729 members 
Entering Unmasked Estep 
Score: -5211715.000000 Penalty: 5281.133301
	Iteration 28Q: 3 clusters Score -5211715 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28378 members 
Mstep: Class 2 contains 13707 members 
Entering Unmasked Estep 
Score: -5211713.000000 Penalty: 5281.133301
	Iteration 29Q: 3 clusters Score -5211713 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28402 members 
Mstep: Class 2 contains 13683 members 
Entering Unmasked Estep 
Score: -5211714.000000 Penalty: 5281.133301
	Iteration 30Q: 3 clusters Score -5211714 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28430 members 
Mstep: Class 2 contains 13655 members 
Entering Unmasked Estep 
Score: -5211714.000000 Penalty: 5281.133301
	Iteration 31Q: 3 clusters Score -5211714 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28463 members 
Mstep: Class 2 contains 13622 members 
Entering Unmasked Estep 
Score: -5211722.000000 Penalty: 5281.133301
	Iteration 32Q: 3 clusters Score -5211722 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28496 members 
Mstep: Class 2 contains 13589 members 
Entering Unmasked Estep 
Score: -5211725.500000 Penalty: 5281.133301
	Iteration 33Q: 3 clusters Score -5211726 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28530 members 
Mstep: Class 2 contains 13555 members 
Entering Unmasked Estep 
Score: -5211723.000000 Penalty: 5281.133301
	Iteration 34Q: 3 clusters Score -5211723 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28565 members 
Mstep: Class 2 contains 13520 members 
Entering Unmasked Estep 
Score: -5211719.000000 Penalty: 5281.133301
	Iteration 35Q: 3 clusters Score -5211719 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28598 members 
Mstep: Class 2 contains 13487 members 
Entering Unmasked Estep 
Score: -5211703.000000 Penalty: 5281.133301
	Iteration 36Q: 3 clusters Score -5211703 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28629 members 
Mstep: Class 2 contains 13456 members 
Entering Unmasked Estep 
Score: -5211719.500000 Penalty: 5281.133301
	Iteration 37Q: 3 clusters Score -5211720 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28646 members 
Mstep: Class 2 contains 13439 members 
Entering Unmasked Estep 
Score: -5211708.000000 Penalty: 5281.133301
	Iteration 38Q: 3 clusters Score -5211708 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28665 members 
Mstep: Class 2 contains 13420 members 
Entering Unmasked Estep 
Score: -5211714.000000 Penalty: 5281.133301
	Iteration 39Q: 3 clusters Score -5211714 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28683 members 
Mstep: Class 2 contains 13402 members 
Entering Unmasked Estep 
Score: -5211714.000000 Penalty: 5281.133301
	Iteration 40F: 3 clusters Score -5211714 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28696 members 
Mstep: Class 2 contains 13389 members 
Entering Unmasked Estep 
Score: -5211717.000000 Penalty: 5281.133301
	Iteration 41Q: 3 clusters Score -5211717 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28713 members 
Mstep: Class 2 contains 13372 members 
Entering Unmasked Estep 
Score: -5211725.500000 Penalty: 5281.133301
	Iteration 42Q: 3 clusters Score -5211726 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28734 members 
Mstep: Class 2 contains 13351 members 
Entering Unmasked Estep 
Score: -5211728.500000 Penalty: 5281.133301
	Iteration 43Q: 3 clusters Score -5211728 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28752 members 
Mstep: Class 2 contains 13333 members 
Entering Unmasked Estep 
Score: -5211732.500000 Penalty: 5281.133301
	Iteration 44Q: 3 clusters Score -5211732 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28763 members 
Mstep: Class 2 contains 13322 members 
Entering Unmasked Estep 
Score: -5211728.500000 Penalty: 5281.133301
	Iteration 45Q: 3 clusters Score -5211728 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28777 members 
Mstep: Class 2 contains 13308 members 
Entering Unmasked Estep 
Score: -5211732.000000 Penalty: 5281.133301
	Iteration 46Q: 3 clusters Score -5211732 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28789 members 
Mstep: Class 2 contains 13296 members 
Entering Unmasked Estep 
Score: -5211728.000000 Penalty: 5281.133301
	Iteration 47Q: 3 clusters Score -5211728 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28802 members 
Mstep: Class 2 contains 13283 members 
Entering Unmasked Estep 
Score: -5211730.000000 Penalty: 5281.133301
	Iteration 48Q: 3 clusters Score -5211730 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28811 members 
Mstep: Class 2 contains 13274 members 
Entering Unmasked Estep 
Score: -5211735.000000 Penalty: 5281.133301
	Iteration 49Q: 3 clusters Score -5211735 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28817 members 
Mstep: Class 2 contains 13268 members 
Entering Unmasked Estep 
Score: -5211735.000000 Penalty: 5281.133301
	Iteration 50Q: 3 clusters Score -5211735 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28822 members 
Mstep: Class 2 contains 13263 members 
Entering Unmasked Estep 
Score: -5211739.500000 Penalty: 5281.133301
	Iteration 51Q: 3 clusters Score -5211740 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28826 members 
Mstep: Class 2 contains 13259 members 
Entering Unmasked Estep 
Score: -5211739.000000 Penalty: 5281.133301
	Iteration 52Q: 3 clusters Score -5211739 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28830 members 
Mstep: Class 2 contains 13255 members 
Entering Unmasked Estep 
Score: -5211731.500000 Penalty: 5281.133301
	Iteration 53Q: 3 clusters Score -5211732 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28835 members 
Mstep: Class 2 contains 13250 members 
Entering Unmasked Estep 
Score: -5211729.500000 Penalty: 5281.133301
	Iteration 54Q: 3 clusters Score -5211730 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28838 members 
Mstep: Class 2 contains 13247 members 
Entering Unmasked Estep 
Score: -5211728.500000 Penalty: 5281.133301
	Iteration 55Q: 3 clusters Score -5211728 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28841 members 
Mstep: Class 2 contains 13244 members 
Entering Unmasked Estep 
Score: -5211729.000000 Penalty: 5281.133301
	Iteration 56Q: 3 clusters Score -5211729 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28844 members 
Mstep: Class 2 contains 13241 members 
Entering Unmasked Estep 
Score: -5211727.000000 Penalty: 5281.133301
	Iteration 57Q: 3 clusters Score -5211727 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28846 members 
Mstep: Class 2 contains 13239 members 
Entering Unmasked Estep 
Score: -5211726.500000 Penalty: 5281.133301
	Iteration 58Q: 3 clusters Score -5211726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28847 members 
Mstep: Class 2 contains 13238 members 
Entering Unmasked Estep 
Score: -5211727.000000 Penalty: 5281.133301
	Iteration 59Q: 3 clusters Score -5211727 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28847 members 
Mstep: Class 2 contains 13238 members 
Entering Unmasked Estep 
Score: -5211727.000000 Penalty: 5281.133301
	Iteration 60F: 3 clusters Score -5211727 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 471 members 
Mstep: Class 1 contains 28847 members 
Mstep: Class 2 contains 13238 members 
Mstep: Class 3 contains 4173 members 
Mstep: Class 4 contains 20413 members 
Mstep: Class 5 contains 44544 members 
Mstep: Class 6 contains 6287 members 
Mstep: Class 7 contains 17977 members 
Mstep: Class 8 contains 46247 members 
Mstep: Class 9 contains 212070 members 
Mstep: Class 11 contains 10738 members 
Mstep: Class 12 contains 42842 members 
Mstep: Class 13 contains 28821 members 
Mstep: Class 14 contains 36962 members 
Mstep: Class 15 contains 151149 members 
Mstep: Class 16 contains 242676 members 
Mstep: Class 17 contains 36152 members 
Mstep: Class 18 contains 59925 members 
Mstep: Class 19 contains 1303 members 
Mstep: Class 20 contains 54482 members 
Mstep: Class 21 contains 128932 members 
Entering Unmasked Estep 
Score: -147089168.000000 Penalty: 69380.437500
Splitting cluster 1 changes total score from -147079264.000000 to -147089168.000000
So it's getting split into cluster 2.
Entering ConstructFrom: 
Trying to split cluster 3 (4173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Entering Unmasked Estep 
Score: -748568.250000 Penalty: 2067.424805
	Iteration 0F: 2 clusters Score -748568.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -744612.812500 Penalty: 4134.849609
	Iteration 0F: 3 clusters Score -744612.8 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -745753.437500 Penalty: 4134.849609
	Iteration 1F: 3 clusters Score -745753.4 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -746286.500000 Penalty: 4134.849609
	Iteration 2F: 3 clusters Score -746286.5 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -746758.250000 Penalty: 4134.849609
	Iteration 3F: 3 clusters Score -746758.2 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -747143.812500 Penalty: 4134.849609
	Iteration 4F: 3 clusters Score -747143.8 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -747467.062500 Penalty: 4134.849609
	Iteration 5F: 3 clusters Score -747467.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -747786.812500 Penalty: 4134.849609
	Iteration 6F: 3 clusters Score -747786.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -748013.875000 Penalty: 4134.849609
	Iteration 7Q: 3 clusters Score -748013.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -748169.187500 Penalty: 4134.849609
	Iteration 8Q: 3 clusters Score -748169.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -748260.812500 Penalty: 4134.849609
	Iteration 9Q: 3 clusters Score -748260.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -748319.812500 Penalty: 4134.849609
	Iteration 10Q: 3 clusters Score -748319.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -748343.062500 Penalty: 4134.849609
	Iteration 11Q: 3 clusters Score -748343.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -748364.812500 Penalty: 4134.849609
	Iteration 12Q: 3 clusters Score -748364.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -748372.937500 Penalty: 4134.849609
	Iteration 13Q: 3 clusters Score -748372.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -748378.125000 Penalty: 4134.849609
	Iteration 14Q: 3 clusters Score -748378.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -748386.562500 Penalty: 4134.849609
	Iteration 15Q: 3 clusters Score -748386.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -748390.187500 Penalty: 4134.849609
	Iteration 16Q: 3 clusters Score -748390.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -748392.812500 Penalty: 4134.849609
	Iteration 17Q: 3 clusters Score -748392.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -748392.000000 Penalty: 4134.849609
	Iteration 18Q: 3 clusters Score -748392 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -748394.250000 Penalty: 4134.849609
	Iteration 19Q: 3 clusters Score -748394.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -748394.250000 Penalty: 4134.849609
	Iteration 20F: 3 clusters Score -748394.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (20413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20413 members 
Entering Unmasked Estep 
Score: -2260703.750000 Penalty: 2461.134033
	Iteration 0F: 2 clusters Score -2260704 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10284 members 
Mstep: Class 2 contains 10129 members 
Entering Unmasked Estep 
Score: -2246518.000000 Penalty: 4922.268066
	Iteration 0F: 3 clusters Score -2246518 nChanged 9019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10765 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
Score: -2252391.500000 Penalty: 4922.268066
	Iteration 1F: 3 clusters Score -2252392 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11232 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -2253999.000000 Penalty: 4922.268066
	Iteration 2F: 3 clusters Score -2253999 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11852 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -2255870.500000 Penalty: 4922.268066
	Iteration 3F: 3 clusters Score -2255870 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12579 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -2257787.500000 Penalty: 4922.268066
	Iteration 4F: 3 clusters Score -2257788 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13244 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -2259381.000000 Penalty: 4922.268066
	Iteration 5F: 3 clusters Score -2259381 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13714 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -2260337.500000 Penalty: 4922.268066
	Iteration 6F: 3 clusters Score -2260338 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14036 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -2261004.750000 Penalty: 4922.268066
	Iteration 7Q: 3 clusters Score -2261005 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14237 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -2261537.000000 Penalty: 4922.268066
	Iteration 8Q: 3 clusters Score -2261537 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14395 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -2262019.500000 Penalty: 4922.268066
	Iteration 9Q: 3 clusters Score -2262020 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14468 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -2262328.500000 Penalty: 4922.268066
	Iteration 10Q: 3 clusters Score -2262328 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14482 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -2262515.000000 Penalty: 4922.268066
	Iteration 11Q: 3 clusters Score -2262515 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14447 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -2262674.000000 Penalty: 4922.268066
	Iteration 12Q: 3 clusters Score -2262674 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14368 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -2262800.250000 Penalty: 4922.268066
	Iteration 13Q: 3 clusters Score -2262800 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14273 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -2262904.250000 Penalty: 4922.268066
	Iteration 14Q: 3 clusters Score -2262904 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14161 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -2262987.250000 Penalty: 4922.268066
	Iteration 15Q: 3 clusters Score -2262987 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14056 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -2263030.500000 Penalty: 4922.268066
	Iteration 16Q: 3 clusters Score -2263030 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13952 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -2263053.500000 Penalty: 4922.268066
	Iteration 17Q: 3 clusters Score -2263054 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13844 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -2263086.500000 Penalty: 4922.268066
	Iteration 18Q: 3 clusters Score -2263086 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13736 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -2263110.250000 Penalty: 4922.268066
	Iteration 19Q: 3 clusters Score -2263110 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13643 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -2263128.250000 Penalty: 4922.268066
	Iteration 20F: 3 clusters Score -2263128 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13558 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -2263154.000000 Penalty: 4922.268066
	Iteration 21Q: 3 clusters Score -2263154 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13492 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -2263166.500000 Penalty: 4922.268066
	Iteration 22Q: 3 clusters Score -2263166 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13439 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -2263179.250000 Penalty: 4922.268066
	Iteration 23Q: 3 clusters Score -2263179 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13365 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -2263203.250000 Penalty: 4922.268066
	Iteration 24Q: 3 clusters Score -2263203 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13287 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -2263221.000000 Penalty: 4922.268066
	Iteration 25Q: 3 clusters Score -2263221 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13214 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -2263241.500000 Penalty: 4922.268066
	Iteration 26Q: 3 clusters Score -2263242 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13133 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -2263259.500000 Penalty: 4922.268066
	Iteration 27Q: 3 clusters Score -2263260 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13050 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -2263281.000000 Penalty: 4922.268066
	Iteration 28Q: 3 clusters Score -2263281 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12963 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -2263303.000000 Penalty: 4922.268066
	Iteration 29Q: 3 clusters Score -2263303 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12892 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -2263319.750000 Penalty: 4922.268066
	Iteration 30Q: 3 clusters Score -2263320 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12827 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -2263341.000000 Penalty: 4922.268066
	Iteration 31Q: 3 clusters Score -2263341 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12778 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -2263350.750000 Penalty: 4922.268066
	Iteration 32Q: 3 clusters Score -2263351 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12732 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -2263349.500000 Penalty: 4922.268066
	Iteration 33Q: 3 clusters Score -2263350 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12678 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -2263367.750000 Penalty: 4922.268066
	Iteration 34Q: 3 clusters Score -2263368 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12621 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -2263378.000000 Penalty: 4922.268066
	Iteration 35Q: 3 clusters Score -2263378 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12578 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -2263386.500000 Penalty: 4922.268066
	Iteration 36Q: 3 clusters Score -2263386 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12531 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -2263395.500000 Penalty: 4922.268066
	Iteration 37Q: 3 clusters Score -2263396 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12499 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -2263405.000000 Penalty: 4922.268066
	Iteration 38Q: 3 clusters Score -2263405 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12470 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -2263409.250000 Penalty: 4922.268066
	Iteration 39Q: 3 clusters Score -2263409 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12438 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -2263408.250000 Penalty: 4922.268066
	Iteration 40F: 3 clusters Score -2263408 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12406 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -2263422.000000 Penalty: 4922.268066
	Iteration 41Q: 3 clusters Score -2263422 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12380 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -2263429.000000 Penalty: 4922.268066
	Iteration 42Q: 3 clusters Score -2263429 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12354 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -2263433.250000 Penalty: 4922.268066
	Iteration 43Q: 3 clusters Score -2263433 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12332 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -2263431.250000 Penalty: 4922.268066
	Iteration 44Q: 3 clusters Score -2263431 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12308 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -2263443.750000 Penalty: 4922.268066
	Iteration 45Q: 3 clusters Score -2263444 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12284 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -2263442.250000 Penalty: 4922.268066
	Iteration 46Q: 3 clusters Score -2263442 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12263 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -2263439.500000 Penalty: 4922.268066
	Iteration 47Q: 3 clusters Score -2263440 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12245 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -2263449.250000 Penalty: 4922.268066
	Iteration 48Q: 3 clusters Score -2263449 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12232 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -2263451.000000 Penalty: 4922.268066
	Iteration 49Q: 3 clusters Score -2263451 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12217 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -2263452.750000 Penalty: 4922.268066
	Iteration 50Q: 3 clusters Score -2263453 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12202 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -2263460.250000 Penalty: 4922.268066
	Iteration 51Q: 3 clusters Score -2263460 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12188 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -2263464.000000 Penalty: 4922.268066
	Iteration 52Q: 3 clusters Score -2263464 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12183 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -2263465.500000 Penalty: 4922.268066
	Iteration 53Q: 3 clusters Score -2263466 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12180 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -2263465.750000 Penalty: 4922.268066
	Iteration 54Q: 3 clusters Score -2263466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12178 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -2263464.750000 Penalty: 4922.268066
	Iteration 55Q: 3 clusters Score -2263465 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12175 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -2263464.250000 Penalty: 4922.268066
	Iteration 56Q: 3 clusters Score -2263464 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12173 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -2263461.000000 Penalty: 4922.268066
	Iteration 57Q: 3 clusters Score -2263461 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12173 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -2263461.000000 Penalty: 4922.268066
	Iteration 58F: 3 clusters Score -2263461 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 471 members 
Mstep: Class 1 contains 28847 members 
Mstep: Class 2 contains 13238 members 
Mstep: Class 3 contains 4173 members 
Mstep: Class 4 contains 12173 members 
Mstep: Class 5 contains 44544 members 
Mstep: Class 6 contains 6287 members 
Mstep: Class 7 contains 17977 members 
Mstep: Class 8 contains 46247 members 
Mstep: Class 9 contains 212070 members 
Mstep: Class 10 contains 8240 members 
Mstep: Class 11 contains 10738 members 
Mstep: Class 12 contains 42842 members 
Mstep: Class 13 contains 28821 members 
Mstep: Class 14 contains 36962 members 
Mstep: Class 15 contains 151149 members 
Mstep: Class 16 contains 242676 members 
Mstep: Class 17 contains 36152 members 
Mstep: Class 18 contains 59925 members 
Mstep: Class 19 contains 1303 members 
Mstep: Class 20 contains 54482 members 
Mstep: Class 21 contains 128932 members 
Entering Unmasked Estep 
Score: -147090576.000000 Penalty: 72849.460938
Splitting cluster 4 changes total score from -147079264.000000 to -147090576.000000
So it's getting split into cluster 10.
Entering ConstructFrom: 
Trying to split cluster 5 (44544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44544 members 
Entering Unmasked Estep 
Score: -5428004.000000 Penalty: 2654.649902
	Iteration 0F: 2 clusters Score -5428004 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22209 members 
Mstep: Class 2 contains 22335 members 
Entering Unmasked Estep 
Score: -5397772.500000 Penalty: 5309.299805
	Iteration 0F: 3 clusters Score -5397772 nChanged 20443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20720 members 
Mstep: Class 2 contains 23824 members 
Entering Unmasked Estep 
Score: -5409918.500000 Penalty: 5309.299805
	Iteration 1F: 3 clusters Score -5409918 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19789 members 
Mstep: Class 2 contains 24755 members 
Entering Unmasked Estep 
Score: -5411306.000000 Penalty: 5309.299805
	Iteration 2F: 3 clusters Score -5411306 nChanged 2913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18480 members 
Mstep: Class 2 contains 26064 members 
Entering Unmasked Estep 
Score: -5412899.500000 Penalty: 5309.299805
	Iteration 3F: 3 clusters Score -5412900 nChanged 2932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16758 members 
Mstep: Class 2 contains 27786 members 
Entering Unmasked Estep 
Score: -5414616.000000 Penalty: 5309.299805
	Iteration 4F: 3 clusters Score -5414616 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14736 members 
Mstep: Class 2 contains 29808 members 
Entering Unmasked Estep 
Score: -5416309.000000 Penalty: 5309.299805
	Iteration 5F: 3 clusters Score -5416309 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12461 members 
Mstep: Class 2 contains 32083 members 
Entering Unmasked Estep 
Score: -5418099.000000 Penalty: 5309.299805
	Iteration 6F: 3 clusters Score -5418099 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10028 members 
Mstep: Class 2 contains 34516 members 
Entering Unmasked Estep 
Score: -5419830.000000 Penalty: 5309.299805
	Iteration 7F: 3 clusters Score -5419830 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 36712 members 
Entering Unmasked Estep 
Score: -5421346.000000 Penalty: 5309.299805
	Iteration 8F: 3 clusters Score -5421346 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 38607 members 
Entering Unmasked Estep 
Score: -5422578.500000 Penalty: 5309.299805
	Iteration 9Q: 3 clusters Score -5422578 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 40135 members 
Entering Unmasked Estep 
Score: -5423649.000000 Penalty: 5309.299805
	Iteration 10Q: 3 clusters Score -5423649 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 41286 members 
Entering Unmasked Estep 
Score: -5424381.000000 Penalty: 5309.299805
	Iteration 11Q: 3 clusters Score -5424381 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 42143 members 
Entering Unmasked Estep 
Score: -5424990.000000 Penalty: 5309.299805
	Iteration 12Q: 3 clusters Score -5424990 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 42736 members 
Entering Unmasked Estep 
Score: -5425443.500000 Penalty: 5309.299805
	Iteration 13Q: 3 clusters Score -5425444 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 43114 members 
Entering Unmasked Estep 
Score: -5425743.500000 Penalty: 5309.299805
	Iteration 14Q: 3 clusters Score -5425744 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 43350 members 
Entering Unmasked Estep 
Score: -5425953.000000 Penalty: 5309.299805
	Iteration 15Q: 3 clusters Score -5425953 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 43499 members 
Entering Unmasked Estep 
Score: -5426076.000000 Penalty: 5309.299805
	Iteration 16Q: 3 clusters Score -5426076 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 43590 members 
Entering Unmasked Estep 
Score: -5426183.000000 Penalty: 5309.299805
	Iteration 17Q: 3 clusters Score -5426183 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 43658 members 
Entering Unmasked Estep 
Score: -5426263.500000 Penalty: 5309.299805
	Iteration 18Q: 3 clusters Score -5426264 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 43683 members 
Entering Unmasked Estep 
Score: -5426309.500000 Penalty: 5309.299805
	Iteration 19Q: 3 clusters Score -5426310 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 43697 members 
Entering Unmasked Estep 
Score: -5426349.000000 Penalty: 5309.299805
	Iteration 20F: 3 clusters Score -5426349 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 43693 members 
Entering Unmasked Estep 
Score: -5426395.500000 Penalty: 5309.299805
	Iteration 21Q: 3 clusters Score -5426396 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 43705 members 
Entering Unmasked Estep 
Score: -5426452.500000 Penalty: 5309.299805
	Iteration 22Q: 3 clusters Score -5426452 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 43722 members 
Entering Unmasked Estep 
Score: -5426514.500000 Penalty: 5309.299805
	Iteration 23Q: 3 clusters Score -5426514 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 43729 members 
Entering Unmasked Estep 
Score: -5426610.000000 Penalty: 5309.299805
	Iteration 24Q: 3 clusters Score -5426610 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 43728 members 
Entering Unmasked Estep 
Score: -5426707.500000 Penalty: 5309.299805
	Iteration 25Q: 3 clusters Score -5426708 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 43681 members 
Entering Unmasked Estep 
Score: -5426885.500000 Penalty: 5309.299805
	Iteration 26Q: 3 clusters Score -5426886 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 43602 members 
Entering Unmasked Estep 
Score: -5427158.500000 Penalty: 5309.299805
	Iteration 27Q: 3 clusters Score -5427158 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 43470 members 
Entering Unmasked Estep 
Score: -5427601.500000 Penalty: 5309.299805
	Iteration 28Q: 3 clusters Score -5427602 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 43271 members 
Entering Unmasked Estep 
Score: -5428291.000000 Penalty: 5309.299805
	Iteration 29Q: 3 clusters Score -5428291 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 42973 members 
Entering Unmasked Estep 
Score: -5429214.500000 Penalty: 5309.299805
	Iteration 30Q: 3 clusters Score -5429214 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 42619 members 
Entering Unmasked Estep 
Score: -5429797.500000 Penalty: 5309.299805
	Iteration 31Q: 3 clusters Score -5429798 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 42314 members 
Entering Unmasked Estep 
Score: -5430073.500000 Penalty: 5309.299805
	Iteration 32Q: 3 clusters Score -5430074 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 42094 members 
Entering Unmasked Estep 
Score: -5430230.000000 Penalty: 5309.299805
	Iteration 33Q: 3 clusters Score -5430230 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 41951 members 
Entering Unmasked Estep 
Score: -5430304.000000 Penalty: 5309.299805
	Iteration 34Q: 3 clusters Score -5430304 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 41869 members 
Entering Unmasked Estep 
Score: -5430359.000000 Penalty: 5309.299805
	Iteration 35Q: 3 clusters Score -5430359 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 41818 members 
Entering Unmasked Estep 
Score: -5430379.500000 Penalty: 5309.299805
	Iteration 36Q: 3 clusters Score -5430380 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 41797 members 
Entering Unmasked Estep 
Score: -5430384.000000 Penalty: 5309.299805
	Iteration 37Q: 3 clusters Score -5430384 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 41777 members 
Entering Unmasked Estep 
Score: -5430399.000000 Penalty: 5309.299805
	Iteration 38Q: 3 clusters Score -5430399 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 41763 members 
Entering Unmasked Estep 
Score: -5430409.500000 Penalty: 5309.299805
	Iteration 39Q: 3 clusters Score -5430410 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 41759 members 
Entering Unmasked Estep 
Score: -5430771.000000 Penalty: 5309.299805
	Iteration 40F: 3 clusters Score -5430771 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 41461 members 
Entering Unmasked Estep 
Score: -5431003.000000 Penalty: 5309.299805
	Iteration 41Q: 3 clusters Score -5431003 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 41258 members 
Entering Unmasked Estep 
Score: -5431118.500000 Penalty: 5309.299805
	Iteration 42Q: 3 clusters Score -5431118 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 41128 members 
Entering Unmasked Estep 
Score: -5431212.000000 Penalty: 5309.299805
	Iteration 43Q: 3 clusters Score -5431212 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 41033 members 
Entering Unmasked Estep 
Score: -5431230.000000 Penalty: 5309.299805
	Iteration 44Q: 3 clusters Score -5431230 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 40960 members 
Entering Unmasked Estep 
Score: -5431255.000000 Penalty: 5309.299805
	Iteration 45Q: 3 clusters Score -5431255 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 40914 members 
Entering Unmasked Estep 
Score: -5431255.500000 Penalty: 5309.299805
	Iteration 46Q: 3 clusters Score -5431256 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 40895 members 
Entering Unmasked Estep 
Score: -5431266.500000 Penalty: 5309.299805
	Iteration 47Q: 3 clusters Score -5431266 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 40881 members 
Entering Unmasked Estep 
Score: -5431276.000000 Penalty: 5309.299805
	Iteration 48Q: 3 clusters Score -5431276 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 40871 members 
Entering Unmasked Estep 
Score: -5431277.000000 Penalty: 5309.299805
	Iteration 49Q: 3 clusters Score -5431277 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 40859 members 
Entering Unmasked Estep 
Score: -5431278.500000 Penalty: 5309.299805
	Iteration 50Q: 3 clusters Score -5431278 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 40851 members 
Entering Unmasked Estep 
Score: -5431285.500000 Penalty: 5309.299805
	Iteration 51Q: 3 clusters Score -5431286 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 40845 members 
Entering Unmasked Estep 
Score: -5431281.500000 Penalty: 5309.299805
	Iteration 52Q: 3 clusters Score -5431282 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 40841 members 
Entering Unmasked Estep 
Score: -5431289.500000 Penalty: 5309.299805
	Iteration 53Q: 3 clusters Score -5431290 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 40832 members 
Entering Unmasked Estep 
Score: -5431289.500000 Penalty: 5309.299805
	Iteration 54Q: 3 clusters Score -5431290 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 40827 members 
Entering Unmasked Estep 
Score: -5431291.000000 Penalty: 5309.299805
	Iteration 55Q: 3 clusters Score -5431291 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 40821 members 
Entering Unmasked Estep 
Score: -5431295.000000 Penalty: 5309.299805
	Iteration 56Q: 3 clusters Score -5431295 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 40814 members 
Entering Unmasked Estep 
Score: -5431293.500000 Penalty: 5309.299805
	Iteration 57Q: 3 clusters Score -5431294 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 40810 members 
Entering Unmasked Estep 
Score: -5431297.000000 Penalty: 5309.299805
	Iteration 58Q: 3 clusters Score -5431297 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 40808 members 
Entering Unmasked Estep 
Score: -5431303.500000 Penalty: 5309.299805
	Iteration 59Q: 3 clusters Score -5431304 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 40807 members 
Entering Unmasked Estep 
Score: -5431299.500000 Penalty: 5309.299805
	Iteration 60F: 3 clusters Score -5431300 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 40804 members 
Entering Unmasked Estep 
Score: -5431294.000000 Penalty: 5309.299805
	Iteration 61Q: 3 clusters Score -5431294 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 40802 members 
Entering Unmasked Estep 
Score: -5431296.000000 Penalty: 5309.299805
	Iteration 62Q: 3 clusters Score -5431296 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 40802 members 
Entering Unmasked Estep 
Score: -5431296.000000 Penalty: 5309.299805
	Iteration 63F: 3 clusters Score -5431296 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 471 members 
Mstep: Class 1 contains 28847 members 
Mstep: Class 2 contains 13238 members 
Mstep: Class 3 contains 4173 members 
Mstep: Class 4 contains 12173 members 
Mstep: Class 5 contains 3742 members 
Mstep: Class 6 contains 6287 members 
Mstep: Class 7 contains 17977 members 
Mstep: Class 8 contains 46247 members 
Mstep: Class 9 contains 212070 members 
Mstep: Class 10 contains 8240 members 
Mstep: Class 11 contains 10738 members 
Mstep: Class 12 contains 42842 members 
Mstep: Class 13 contains 28821 members 
Mstep: Class 14 contains 36962 members 
Mstep: Class 15 contains 151149 members 
Mstep: Class 16 contains 242676 members 
Mstep: Class 17 contains 36152 members 
Mstep: Class 18 contains 59925 members 
Mstep: Class 19 contains 1303 members 
Mstep: Class 20 contains 54482 members 
Mstep: Class 21 contains 128932 members 
Mstep: Class 22 contains 40802 members 
Entering Unmasked Estep 
Score: -147093600.000000 Penalty: 76318.484375
Splitting cluster 5 changes total score from -147079264.000000 to -147093600.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 6 (6287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Entering Unmasked Estep 
Score: -762356.562500 Penalty: 2169.067383
	Iteration 0F: 2 clusters Score -762356.6 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 3109 members 
Entering Unmasked Estep 
Score: -757037.875000 Penalty: 4338.134766
	Iteration 0F: 3 clusters Score -757037.9 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -758521.312500 Penalty: 4338.134766
	Iteration 1F: 3 clusters Score -758521.3 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -758955.750000 Penalty: 4338.134766
	Iteration 2F: 3 clusters Score -758955.8 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -759405.937500 Penalty: 4338.134766
	Iteration 3F: 3 clusters Score -759405.9 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -759846.250000 Penalty: 4338.134766
	Iteration 4F: 3 clusters Score -759846.2 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -760550.437500 Penalty: 4338.134766
	Iteration 5F: 3 clusters Score -760550.4 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -761574.812500 Penalty: 4338.134766
	Iteration 6F: 3 clusters Score -761574.8 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -762391.812500 Penalty: 4338.134766
	Iteration 7F: 3 clusters Score -762391.8 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -762948.000000 Penalty: 4338.134766
	Iteration 8F: 3 clusters Score -762948 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -763382.125000 Penalty: 4338.134766
	Iteration 9Q: 3 clusters Score -763382.1 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -763807.125000 Penalty: 4338.134766
	Iteration 10Q: 3 clusters Score -763807.1 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -764603.875000 Penalty: 4338.134766
	Iteration 11Q: 3 clusters Score -764603.9 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -766210.812500 Penalty: 4338.134766
	Iteration 12F: 3 clusters Score -766210.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -767196.812500 Penalty: 4338.134766
	Iteration 13Q: 3 clusters Score -767196.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -767515.937500 Penalty: 4338.134766
	Iteration 14Q: 3 clusters Score -767515.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -767776.187500 Penalty: 4338.134766
	Iteration 15Q: 3 clusters Score -767776.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -768254.187500 Penalty: 4338.134766
	Iteration 16Q: 3 clusters Score -768254.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -768360.000000 Penalty: 4338.134766
	Iteration 17Q: 3 clusters Score -768360 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -768376.937500 Penalty: 4338.134766
	Iteration 18Q: 3 clusters Score -768376.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -768383.937500 Penalty: 4338.134766
	Iteration 19Q: 3 clusters Score -768383.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -768391.500000 Penalty: 4338.134766
	Iteration 20F: 3 clusters Score -768391.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -768395.000000 Penalty: 4338.134766
	Iteration 21Q: 3 clusters Score -768395 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -768399.812500 Penalty: 4338.134766
	Iteration 22Q: 3 clusters Score -768399.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -768401.062500 Penalty: 4338.134766
	Iteration 23Q: 3 clusters Score -768401.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -768401.500000 Penalty: 4338.134766
	Iteration 24Q: 3 clusters Score -768401.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -768401.500000 Penalty: 4338.134766
	Iteration 25F: 3 clusters Score -768401.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 471 members 
Mstep: Class 1 contains 28847 members 
Mstep: Class 2 contains 13238 members 
Mstep: Class 3 contains 4173 members 
Mstep: Class 4 contains 12173 members 
Mstep: Class 5 contains 3742 members 
Mstep: Class 6 contains 2043 members 
Mstep: Class 7 contains 17977 members 
Mstep: Class 8 contains 46247 members 
Mstep: Class 9 contains 212070 members 
Mstep: Class 10 contains 8240 members 
Mstep: Class 11 contains 10738 members 
Mstep: Class 12 contains 42842 members 
Mstep: Class 13 contains 28821 members 
Mstep: Class 14 contains 36962 members 
Mstep: Class 15 contains 151149 members 
Mstep: Class 16 contains 242676 members 
Mstep: Class 17 contains 36152 members 
Mstep: Class 18 contains 59925 members 
Mstep: Class 19 contains 1303 members 
Mstep: Class 20 contains 54482 members 
Mstep: Class 21 contains 128932 members 
Mstep: Class 22 contains 40802 members 
Mstep: Class 23 contains 4244 members 
Entering Unmasked Estep 
Score: -147098416.000000 Penalty: 79787.500000
Splitting cluster 6 changes total score from -147079264.000000 to -147098416.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 7 (17977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17977 members 
Entering Unmasked Estep 
Score: -2259822.250000 Penalty: 2429.618408
	Iteration 0F: 2 clusters Score -2259822 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
Score: -2249705.750000 Penalty: 4859.236816
	Iteration 0F: 3 clusters Score -2249706 nChanged 8393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 10549 members 
Entering Unmasked Estep 
Score: -2285169.250000 Penalty: 4859.236816
	Iteration 1F: 3 clusters Score -2285169 nChanged 4065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 13064 members 
Entering Unmasked Estep 
Score: -2302235.250000 Penalty: 4859.236816
	Iteration 2F: 3 clusters Score -2302235 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 13799 members 
Entering Unmasked Estep 
Score: -2310092.000000 Penalty: 4859.236816
	Iteration 3F: 3 clusters Score -2310092 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 13965 members 
Entering Unmasked Estep 
Score: -2313223.500000 Penalty: 4859.236816
	Iteration 4Q: 3 clusters Score -2313224 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 13962 members 
Entering Unmasked Estep 
Score: -2314245.750000 Penalty: 4859.236816
	Iteration 5Q: 3 clusters Score -2314246 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 13947 members 
Entering Unmasked Estep 
Score: -2314766.250000 Penalty: 4859.236816
	Iteration 6Q: 3 clusters Score -2314766 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 13934 members 
Entering Unmasked Estep 
Score: -2315206.750000 Penalty: 4859.236816
	Iteration 7Q: 3 clusters Score -2315207 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 13922 members 
Entering Unmasked Estep 
Score: -2315627.500000 Penalty: 4859.236816
	Iteration 8Q: 3 clusters Score -2315628 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 13923 members 
Entering Unmasked Estep 
Score: -2315685.750000 Penalty: 4859.236816
	Iteration 9Q: 3 clusters Score -2315686 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 13953 members 
Entering Unmasked Estep 
Score: -2315947.000000 Penalty: 4859.236816
	Iteration 10Q: 3 clusters Score -2315947 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 13999 members 
Entering Unmasked Estep 
Score: -2316534.250000 Penalty: 4859.236816
	Iteration 11Q: 3 clusters Score -2316534 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 14017 members 
Entering Unmasked Estep 
Score: -2316730.750000 Penalty: 4859.236816
	Iteration 12Q: 3 clusters Score -2316731 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 14040 members 
Entering Unmasked Estep 
Score: -2316722.250000 Penalty: 4859.236816
	Iteration 13Q: 3 clusters Score -2316722 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 14047 members 
Entering Unmasked Estep 
Score: -2316644.250000 Penalty: 4859.236816
	Iteration 14Q: 3 clusters Score -2316644 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 14054 members 
Entering Unmasked Estep 
Score: -2316627.250000 Penalty: 4859.236816
	Iteration 15Q: 3 clusters Score -2316627 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 14069 members 
Entering Unmasked Estep 
Score: -2316863.250000 Penalty: 4859.236816
	Iteration 16Q: 3 clusters Score -2316863 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 14062 members 
Entering Unmasked Estep 
Score: -2316878.250000 Penalty: 4859.236816
	Iteration 17Q: 3 clusters Score -2316878 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 14062 members 
Entering Unmasked Estep 
Score: -2316786.000000 Penalty: 4859.236816
	Iteration 18Q: 3 clusters Score -2316786 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 14060 members 
Entering Unmasked Estep 
Score: -2316904.500000 Penalty: 4859.236816
	Iteration 19Q: 3 clusters Score -2316904 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 14048 members 
Entering Unmasked Estep 
Score: -2317008.750000 Penalty: 4859.236816
	Iteration 20F: 3 clusters Score -2317009 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 14044 members 
Entering Unmasked Estep 
Score: -2316644.750000 Penalty: 4859.236816
	Iteration 21Q: 3 clusters Score -2316645 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 14039 members 
Entering Unmasked Estep 
Score: -2316957.500000 Penalty: 4859.236816
	Iteration 22Q: 3 clusters Score -2316958 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 14031 members 
Entering Unmasked Estep 
Score: -2317021.750000 Penalty: 4859.236816
	Iteration 23Q: 3 clusters Score -2317022 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 14025 members 
Entering Unmasked Estep 
Score: -2316937.750000 Penalty: 4859.236816
	Iteration 24Q: 3 clusters Score -2316938 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 14025 members 
Entering Unmasked Estep 
Score: -2316789.750000 Penalty: 4859.236816
	Iteration 25Q: 3 clusters Score -2316790 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 14032 members 
Entering Unmasked Estep 
Score: -2316931.750000 Penalty: 4859.236816
	Iteration 26Q: 3 clusters Score -2316932 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 14035 members 
Entering Unmasked Estep 
Score: -2316855.000000 Penalty: 4859.236816
	Iteration 27Q: 3 clusters Score -2316855 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 14029 members 
Entering Unmasked Estep 
Score: -2316970.750000 Penalty: 4859.236816
	Iteration 28Q: 3 clusters Score -2316971 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 14026 members 
Entering Unmasked Estep 
Score: -2316904.750000 Penalty: 4859.236816
	Iteration 29Q: 3 clusters Score -2316905 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3946 members 
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Entering Unmasked Estep 
Score: -2316995.750000 Penalty: 4859.236816
	Iteration 30Q: 3 clusters Score -2316996 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3951 members 
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Entering Unmasked Estep 
Score: -2316846.250000 Penalty: 4859.236816
	Iteration 31Q: 3 clusters Score -2316846 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3954 members 
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Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -2317045 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 14024 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -2316995 nChanged 19
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -2316956 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3953 members 
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Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -2316945 nChanged 36
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Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -2316989 nChanged 41
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Mstep: Class 1 contains 3958 members 
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Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -2316980 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3950 members 
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Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -2316973 nChanged 15
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Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -2316641 nChanged 66
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3941 members 
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Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -2316974 nChanged 54
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -2316980 nChanged 26
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Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -2316918 nChanged 32
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Mstep: Class 1 contains 3975 members 
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Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -2316960 nChanged 40
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Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -2317024 nChanged 26
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Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -2316804 nChanged 33
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Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -2316947 nChanged 55
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Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -2316913 nChanged 41
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Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -2316688 nChanged 36
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Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -2316704 nChanged 33
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Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -2316730 nChanged 55
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Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -2316685 nChanged 42
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Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -2317034 nChanged 36
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Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -2317005 nChanged 25
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Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -2317008 nChanged 35
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	Iteration 55Q: 3 clusters Score -2316788 nChanged 47
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Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -2316921 nChanged 35
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	Iteration 57Q: 3 clusters Score -2316974 nChanged 39
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	Iteration 58Q: 3 clusters Score -2316958 nChanged 43
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	Iteration 59Q: 3 clusters Score -2316186 nChanged 82
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Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -2317018 nChanged 74
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Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -2316966 nChanged 38
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	Iteration 62Q: 3 clusters Score -2316807 nChanged 23
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	Iteration 63Q: 3 clusters Score -2316998 nChanged 27
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	Iteration 64Q: 3 clusters Score -2316775 nChanged 46
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	Iteration 65Q: 3 clusters Score -2316932 nChanged 47
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	Iteration 66Q: 3 clusters Score -2316912 nChanged 30
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	Iteration 67Q: 3 clusters Score -2316900 nChanged 33
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	Iteration 68Q: 3 clusters Score -2316922 nChanged 35
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Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -2316844 nChanged 44
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Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -2316642 nChanged 31
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Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -2317000 nChanged 36
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Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -2316860 nChanged 23
Entering Unmasked Mstep 
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	Iteration 73Q: 3 clusters Score -2316789 nChanged 52
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Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -2316989 nChanged 48
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	Iteration 75Q: 3 clusters Score -2316822 nChanged 51
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	Iteration 76Q: 3 clusters Score -2316916 nChanged 42
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	Iteration 77Q: 3 clusters Score -2316839 nChanged 33
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Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -2317049 nChanged 18
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	Iteration 79Q: 3 clusters Score -2316936 nChanged 31
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	Iteration 80F: 3 clusters Score -2316976 nChanged 20
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	Iteration 81Q: 3 clusters Score -2316985 nChanged 30
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	Iteration 82Q: 3 clusters Score -2316753 nChanged 31
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	Iteration 83Q: 3 clusters Score -2316999 nChanged 21
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	Iteration 84Q: 3 clusters Score -2316937 nChanged 24
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	Iteration 85Q: 3 clusters Score -2316746 nChanged 44
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	Iteration 86Q: 3 clusters Score -2316976 nChanged 55
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	Iteration 87Q: 3 clusters Score -2316994 nChanged 26
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -2317014 nChanged 36
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	Iteration 89Q: 3 clusters Score -2316844 nChanged 37
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	Iteration 90Q: 3 clusters Score -2316990 nChanged 29
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	Iteration 91Q: 3 clusters Score -2317032 nChanged 24
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -2316873 nChanged 27
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	Iteration 93Q: 3 clusters Score -2316860 nChanged 31
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	Iteration 94Q: 3 clusters Score -2316850 nChanged 19
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -2316978 nChanged 21
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	Iteration 96Q: 3 clusters Score -2316756 nChanged 23
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	Iteration 97Q: 3 clusters Score -2316908 nChanged 47
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -2316955 nChanged 23
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	Iteration 99Q: 3 clusters Score -2317043 nChanged 23
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	Iteration 100F: 3 clusters Score -2316972 nChanged 31
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	Iteration 101Q: 3 clusters Score -2316972 nChanged 23
Entering Unmasked Mstep 
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	Iteration 102Q: 3 clusters Score -2316565 nChanged 49
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Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -2316911 nChanged 30
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	Iteration 104Q: 3 clusters Score -2316952 nChanged 30
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	Iteration 105Q: 3 clusters Score -2316988 nChanged 28
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	Iteration 106Q: 3 clusters Score -2316600 nChanged 42
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	Iteration 107Q: 3 clusters Score -2316994 nChanged 38
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	Iteration 108Q: 3 clusters Score -2317006 nChanged 24
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	Iteration 109Q: 3 clusters Score -2316870 nChanged 35
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	Iteration 110Q: 3 clusters Score -2316938 nChanged 30
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	Iteration 111Q: 3 clusters Score -2316885 nChanged 36
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	Iteration 112Q: 3 clusters Score -2317013 nChanged 34
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	Iteration 113Q: 3 clusters Score -2316799 nChanged 45
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	Iteration 114Q: 3 clusters Score -2316766 nChanged 42
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	Iteration 115Q: 3 clusters Score -2316914 nChanged 47
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	Iteration 116Q: 3 clusters Score -2316811 nChanged 37
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Entering Unmasked Estep 
Score: -2316515.500000 Penalty: 4859.236816
	Iteration 117Q: 3 clusters Score -2316516 nChanged 38
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -2316558 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 2 contains 14006 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -2316920 nChanged 27
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Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -2316964 nChanged 26
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -2316958 nChanged 34
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Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -2316988 nChanged 24
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Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -2316976 nChanged 17
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -2316829 nChanged 32
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Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -2316896 nChanged 34
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Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -2317018 nChanged 28
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Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -2317003 nChanged 24
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Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -2316847 nChanged 20
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Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -2316801 nChanged 23
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Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -2316914 nChanged 22
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Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -2316961 nChanged 32
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Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -2316940 nChanged 31
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	Iteration 133Q: 3 clusters Score -2316879 nChanged 27
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Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -2316824 nChanged 38
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Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -2316972 nChanged 19
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	Iteration 136Q: 3 clusters Score -2316732 nChanged 26
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Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -2316986 nChanged 49
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Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -2317032 nChanged 45
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Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -2316874 nChanged 32
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Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -2316722 nChanged 32
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	Iteration 141Q: 3 clusters Score -2316541 nChanged 34
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	Iteration 142Q: 3 clusters Score -2316945 nChanged 66
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Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -2316889 nChanged 43
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Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -2316713 nChanged 38
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	Iteration 147Q: 3 clusters Score -2316884 nChanged 34
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Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -2316812 nChanged 37
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	Iteration 149Q: 3 clusters Score -2316778 nChanged 40
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	Iteration 150Q: 3 clusters Score -2316939 nChanged 44
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	Iteration 151Q: 3 clusters Score -2316962 nChanged 19
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	Iteration 152Q: 3 clusters Score -2317023 nChanged 34
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	Iteration 154Q: 3 clusters Score -2316892 nChanged 45
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	Iteration 155Q: 3 clusters Score -2316930 nChanged 28
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	Iteration 156Q: 3 clusters Score -2316847 nChanged 27
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	Iteration 157Q: 3 clusters Score -2317038 nChanged 20
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	Iteration 158Q: 3 clusters Score -2316993 nChanged 28
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	Iteration 159Q: 3 clusters Score -2317059 nChanged 21
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Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -2316761 nChanged 31
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	Iteration 161Q: 3 clusters Score -2316859 nChanged 29
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Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -2316799 nChanged 29
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	Iteration 163Q: 3 clusters Score -2316922 nChanged 45
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	Iteration 164Q: 3 clusters Score -2316839 nChanged 29
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	Iteration 165Q: 3 clusters Score -2316752 nChanged 26
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	Iteration 166Q: 3 clusters Score -2317016 nChanged 40
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	Iteration 167Q: 3 clusters Score -2316858 nChanged 33
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	Iteration 168Q: 3 clusters Score -2317004 nChanged 30
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	Iteration 169Q: 3 clusters Score -2316830 nChanged 51
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	Iteration 170Q: 3 clusters Score -2316881 nChanged 42
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	Iteration 171Q: 3 clusters Score -2316968 nChanged 34
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	Iteration 172Q: 3 clusters Score -2317042 nChanged 37
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	Iteration 173Q: 3 clusters Score -2316900 nChanged 29
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	Iteration 174Q: 3 clusters Score -2316769 nChanged 54
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	Iteration 175Q: 3 clusters Score -2316755 nChanged 42
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Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -2316949 nChanged 42
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	Iteration 177Q: 3 clusters Score -2316992 nChanged 39
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	Iteration 178Q: 3 clusters Score -2316718 nChanged 47
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	Iteration 179Q: 3 clusters Score -2316984 nChanged 42
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	Iteration 180F: 3 clusters Score -2316785 nChanged 35
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	Iteration 181Q: 3 clusters Score -2317058 nChanged 30
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	Iteration 182Q: 3 clusters Score -2316577 nChanged 46
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	Iteration 183Q: 3 clusters Score -2316960 nChanged 47
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	Iteration 184Q: 3 clusters Score -2316794 nChanged 28
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	Iteration 185Q: 3 clusters Score -2316885 nChanged 41
Entering Unmasked Mstep 
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	Iteration 186Q: 3 clusters Score -2316992 nChanged 30
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	Iteration 187Q: 3 clusters Score -2316894 nChanged 29
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	Iteration 188Q: 3 clusters Score -2316520 nChanged 50
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	Iteration 189Q: 3 clusters Score -2316756 nChanged 37
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	Iteration 190Q: 3 clusters Score -2316972 nChanged 56
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	Iteration 191Q: 3 clusters Score -2316939 nChanged 24
Entering Unmasked Mstep 
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	Iteration 192Q: 3 clusters Score -2316886 nChanged 48
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	Iteration 193Q: 3 clusters Score -2316948 nChanged 38
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	Iteration 194Q: 3 clusters Score -2316861 nChanged 44
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	Iteration 195Q: 3 clusters Score -2316855 nChanged 64
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	Iteration 196Q: 3 clusters Score -2316961 nChanged 21
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	Iteration 197Q: 3 clusters Score -2316941 nChanged 44
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	Iteration 198Q: 3 clusters Score -2316944 nChanged 24
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	Iteration 199Q: 3 clusters Score -2316858 nChanged 50
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	Iteration 200F: 3 clusters Score -2317006 nChanged 41
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	Iteration 201Q: 3 clusters Score -2316995 nChanged 40
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	Iteration 202Q: 3 clusters Score -2316969 nChanged 34
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	Iteration 203Q: 3 clusters Score -2316442 nChanged 53
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	Iteration 204Q: 3 clusters Score -2316994 nChanged 45
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	Iteration 205Q: 3 clusters Score -2317046 nChanged 34
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	Iteration 206Q: 3 clusters Score -2316856 nChanged 48
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	Iteration 207Q: 3 clusters Score -2316999 nChanged 44
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	Iteration 208Q: 3 clusters Score -2316990 nChanged 23
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	Iteration 209Q: 3 clusters Score -2316969 nChanged 41
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	Iteration 210Q: 3 clusters Score -2316810 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 14022 members 
Entering Unmasked Estep 
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	Iteration 211Q: 3 clusters Score -2316812 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 14027 members 
Entering Unmasked Estep 
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	Iteration 212Q: 3 clusters Score -2316851 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 2 contains 14024 members 
Entering Unmasked Estep 
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	Iteration 213Q: 3 clusters Score -2316906 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 2 contains 14021 members 
Entering Unmasked Estep 
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	Iteration 214Q: 3 clusters Score -2316889 nChanged 37
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 215Q: 3 clusters Score -2316918 nChanged 29
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 216Q: 3 clusters Score -2316654 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3955 members 
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Entering Unmasked Estep 
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	Iteration 217Q: 3 clusters Score -2316888 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3965 members 
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Entering Unmasked Estep 
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	Iteration 218Q: 3 clusters Score -2316882 nChanged 35
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 219Q: 3 clusters Score -2317034 nChanged 18
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 220F: 3 clusters Score -2316950 nChanged 35
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 221Q: 3 clusters Score -2316981 nChanged 20
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 222Q: 3 clusters Score -2316806 nChanged 28
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 223Q: 3 clusters Score -2316698 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 2 contains 14030 members 
Entering Unmasked Estep 
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	Iteration 224Q: 3 clusters Score -2316900 nChanged 36
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Entering Unmasked Estep 
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	Iteration 225Q: 3 clusters Score -2316866 nChanged 42
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Entering Unmasked Estep 
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	Iteration 226Q: 3 clusters Score -2316667 nChanged 32
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 227Q: 3 clusters Score -2316832 nChanged 35
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 228Q: 3 clusters Score -2316978 nChanged 28
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 229Q: 3 clusters Score -2316924 nChanged 30
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Entering Unmasked Estep 
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	Iteration 230Q: 3 clusters Score -2316962 nChanged 27
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Entering Unmasked Estep 
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	Iteration 231Q: 3 clusters Score -2316963 nChanged 23
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Entering Unmasked Estep 
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	Iteration 232Q: 3 clusters Score -2316957 nChanged 24
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Entering Unmasked Estep 
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	Iteration 233Q: 3 clusters Score -2316999 nChanged 30
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Entering Unmasked Estep 
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	Iteration 234Q: 3 clusters Score -2316963 nChanged 27
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Entering Unmasked Estep 
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	Iteration 235Q: 3 clusters Score -2316733 nChanged 31
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	Iteration 236Q: 3 clusters Score -2316571 nChanged 51
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	Iteration 237Q: 3 clusters Score -2316777 nChanged 46
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	Iteration 239Q: 3 clusters Score -2316908 nChanged 32
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	Iteration 240F: 3 clusters Score -2316841 nChanged 24
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Entering Unmasked Estep 
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	Iteration 241Q: 3 clusters Score -2316876 nChanged 21
Entering Unmasked Mstep 
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	Iteration 242Q: 3 clusters Score -2316591 nChanged 36
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	Iteration 243Q: 3 clusters Score -2316800 nChanged 48
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Entering Unmasked Estep 
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	Iteration 244Q: 3 clusters Score -2316878 nChanged 33
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	Iteration 245Q: 3 clusters Score -2316831 nChanged 31
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	Iteration 246Q: 3 clusters Score -2316839 nChanged 27
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	Iteration 247Q: 3 clusters Score -2316930 nChanged 29
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	Iteration 248Q: 3 clusters Score -2316936 nChanged 43
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	Iteration 249Q: 3 clusters Score -2316788 nChanged 23
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	Iteration 250Q: 3 clusters Score -2316970 nChanged 28
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	Iteration 251Q: 3 clusters Score -2316872 nChanged 18
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	Iteration 252Q: 3 clusters Score -2316634 nChanged 48
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	Iteration 253Q: 3 clusters Score -2316950 nChanged 34
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	Iteration 254Q: 3 clusters Score -2316904 nChanged 29
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Entering Unmasked Estep 
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	Iteration 255Q: 3 clusters Score -2316943 nChanged 15
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	Iteration 256Q: 3 clusters Score -2317005 nChanged 19
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	Iteration 257Q: 3 clusters Score -2317002 nChanged 26
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	Iteration 258Q: 3 clusters Score -2316971 nChanged 27
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	Iteration 259Q: 3 clusters Score -2316832 nChanged 25
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Entering Unmasked Estep 
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	Iteration 260F: 3 clusters Score -2316732 nChanged 35
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	Iteration 261Q: 3 clusters Score -2316995 nChanged 36
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	Iteration 262Q: 3 clusters Score -2316919 nChanged 18
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	Iteration 263Q: 3 clusters Score -2316959 nChanged 14
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	Iteration 264Q: 3 clusters Score -2316669 nChanged 46
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	Iteration 265Q: 3 clusters Score -2316962 nChanged 45
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	Iteration 266Q: 3 clusters Score -2316986 nChanged 31
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	Iteration 267Q: 3 clusters Score -2316936 nChanged 32
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	Iteration 268Q: 3 clusters Score -2316922 nChanged 47
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	Iteration 269Q: 3 clusters Score -2317015 nChanged 26
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	Iteration 270Q: 3 clusters Score -2317014 nChanged 35
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	Iteration 271Q: 3 clusters Score -2316850 nChanged 32
Entering Unmasked Mstep 
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	Iteration 272Q: 3 clusters Score -2316902 nChanged 46
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	Iteration 273Q: 3 clusters Score -2316882 nChanged 29
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Entering Unmasked Estep 
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	Iteration 274Q: 3 clusters Score -2316800 nChanged 38
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	Iteration 275Q: 3 clusters Score -2316764 nChanged 35
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	Iteration 276Q: 3 clusters Score -2316911 nChanged 34
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	Iteration 277Q: 3 clusters Score -2316836 nChanged 37
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	Iteration 278Q: 3 clusters Score -2316909 nChanged 21
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	Iteration 279Q: 3 clusters Score -2316730 nChanged 24
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	Iteration 280F: 3 clusters Score -2316926 nChanged 23
Entering Unmasked Mstep 
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	Iteration 281Q: 3 clusters Score -2316792 nChanged 27
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	Iteration 282Q: 3 clusters Score -2316930 nChanged 37
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	Iteration 283Q: 3 clusters Score -2316966 nChanged 21
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	Iteration 284Q: 3 clusters Score -2316977 nChanged 14
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	Iteration 285Q: 3 clusters Score -2316944 nChanged 34
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	Iteration 286Q: 3 clusters Score -2316928 nChanged 31
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	Iteration 287Q: 3 clusters Score -2316980 nChanged 29
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	Iteration 288Q: 3 clusters Score -2316994 nChanged 34
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	Iteration 289Q: 3 clusters Score -2316506 nChanged 48
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	Iteration 290Q: 3 clusters Score -2316885 nChanged 47
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	Iteration 291Q: 3 clusters Score -2317008 nChanged 41
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	Iteration 292Q: 3 clusters Score -2316934 nChanged 29
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	Iteration 293Q: 3 clusters Score -2316800 nChanged 31
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	Iteration 294Q: 3 clusters Score -2316792 nChanged 38
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	Iteration 295Q: 3 clusters Score -2316564 nChanged 38
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	Iteration 296Q: 3 clusters Score -2316801 nChanged 46
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	Iteration 297Q: 3 clusters Score -2316922 nChanged 27
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	Iteration 298Q: 3 clusters Score -2316857 nChanged 41
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	Iteration 299Q: 3 clusters Score -2316990 nChanged 47
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	Iteration 300F: 3 clusters Score -2317044 nChanged 36
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	Iteration 301Q: 3 clusters Score -2316910 nChanged 40
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	Iteration 302Q: 3 clusters Score -2317038 nChanged 34
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Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 304Q: 3 clusters Score -2316631 nChanged 45
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Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 306Q: 3 clusters Score -2316943 nChanged 33
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	Iteration 307Q: 3 clusters Score -2316956 nChanged 30
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Entering Unmasked Estep 
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	Iteration 308Q: 3 clusters Score -2316935 nChanged 36
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	Iteration 309Q: 3 clusters Score -2316889 nChanged 20
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	Iteration 310Q: 3 clusters Score -2316799 nChanged 41
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Entering Unmasked Estep 
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	Iteration 312Q: 3 clusters Score -2316912 nChanged 58
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 315Q: 3 clusters Score -2316852 nChanged 37
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Entering Unmasked Estep 
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	Iteration 316Q: 3 clusters Score -2316912 nChanged 29
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Entering Unmasked Estep 
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	Iteration 318Q: 3 clusters Score -2316828 nChanged 31
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	Iteration 319Q: 3 clusters Score -2316988 nChanged 36
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	Iteration 320F: 3 clusters Score -2316925 nChanged 26
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	Iteration 322Q: 3 clusters Score -2316862 nChanged 34
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	Iteration 323Q: 3 clusters Score -2316692 nChanged 42
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	Iteration 324Q: 3 clusters Score -2317014 nChanged 42
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	Iteration 326Q: 3 clusters Score -2316896 nChanged 31
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	Iteration 328Q: 3 clusters Score -2316969 nChanged 23
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Entering Unmasked Estep 
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	Iteration 335Q: 3 clusters Score -2316811 nChanged 42
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	Iteration 336Q: 3 clusters Score -2316978 nChanged 23
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	Iteration 337Q: 3 clusters Score -2316917 nChanged 37
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	Iteration 340F: 3 clusters Score -2316990 nChanged 19
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	Iteration 342Q: 3 clusters Score -2316790 nChanged 39
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	Iteration 343Q: 3 clusters Score -2317013 nChanged 35
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	Iteration 344Q: 3 clusters Score -2316984 nChanged 29
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	Iteration 345Q: 3 clusters Score -2316944 nChanged 25
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	Iteration 346Q: 3 clusters Score -2316972 nChanged 19
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	Iteration 347Q: 3 clusters Score -2316810 nChanged 46
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	Iteration 349Q: 3 clusters Score -2316591 nChanged 80
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	Iteration 350Q: 3 clusters Score -2317002 nChanged 58
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	Iteration 351Q: 3 clusters Score -2316993 nChanged 30
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	Iteration 352Q: 3 clusters Score -2317020 nChanged 24
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	Iteration 353Q: 3 clusters Score -2316972 nChanged 22
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	Iteration 354Q: 3 clusters Score -2316780 nChanged 37
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	Iteration 355Q: 3 clusters Score -2316948 nChanged 24
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	Iteration 356Q: 3 clusters Score -2316960 nChanged 22
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	Iteration 357Q: 3 clusters Score -2316930 nChanged 39
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	Iteration 358Q: 3 clusters Score -2316990 nChanged 30
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	Iteration 359Q: 3 clusters Score -2316774 nChanged 41
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	Iteration 360F: 3 clusters Score -2316957 nChanged 28
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	Iteration 361Q: 3 clusters Score -2316774 nChanged 36
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	Iteration 362Q: 3 clusters Score -2316847 nChanged 52
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	Iteration 363Q: 3 clusters Score -2316763 nChanged 37
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	Iteration 364Q: 3 clusters Score -2316968 nChanged 58
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	Iteration 365Q: 3 clusters Score -2316810 nChanged 44
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	Iteration 366Q: 3 clusters Score -2316916 nChanged 44
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	Iteration 367Q: 3 clusters Score -2316989 nChanged 38
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	Iteration 368Q: 3 clusters Score -2316917 nChanged 27
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	Iteration 369Q: 3 clusters Score -2316973 nChanged 38
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	Iteration 370Q: 3 clusters Score -2316909 nChanged 29
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	Iteration 371Q: 3 clusters Score -2316851 nChanged 27
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	Iteration 372Q: 3 clusters Score -2316776 nChanged 37
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	Iteration 373Q: 3 clusters Score -2317000 nChanged 32
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	Iteration 374Q: 3 clusters Score -2316864 nChanged 34
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	Iteration 375Q: 3 clusters Score -2316734 nChanged 27
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	Iteration 376Q: 3 clusters Score -2316994 nChanged 29
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	Iteration 377Q: 3 clusters Score -2316908 nChanged 37
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	Iteration 378Q: 3 clusters Score -2316754 nChanged 33
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	Iteration 379Q: 3 clusters Score -2316914 nChanged 43
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	Iteration 380F: 3 clusters Score -2316856 nChanged 43
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	Iteration 382Q: 3 clusters Score -2316924 nChanged 39
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	Iteration 383Q: 3 clusters Score -2316979 nChanged 27
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	Iteration 384Q: 3 clusters Score -2316850 nChanged 32
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	Iteration 385Q: 3 clusters Score -2316966 nChanged 14
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	Iteration 386Q: 3 clusters Score -2316954 nChanged 14
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	Iteration 387Q: 3 clusters Score -2316434 nChanged 56
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	Iteration 388Q: 3 clusters Score -2316935 nChanged 46
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	Iteration 389Q: 3 clusters Score -2316975 nChanged 48
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	Iteration 390Q: 3 clusters Score -2316840 nChanged 37
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	Iteration 392Q: 3 clusters Score -2316929 nChanged 40
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	Iteration 393Q: 3 clusters Score -2316998 nChanged 46
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	Iteration 394Q: 3 clusters Score -2316987 nChanged 26
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	Iteration 395Q: 3 clusters Score -2316987 nChanged 37
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Score: -2316986.250000 Penalty: 4859.236816
	Iteration 396Q: 3 clusters Score -2316986 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 14030 members 
Entering Unmasked Estep 
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	Iteration 397Q: 3 clusters Score -2316851 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 14023 members 
Entering Unmasked Estep 
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	Iteration 398Q: 3 clusters Score -2316835 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 2 contains 14034 members 
Entering Unmasked Estep 
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	Iteration 399Q: 3 clusters Score -2317016 nChanged 29
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Mstep: Class 1 contains 3954 members 
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Entering Unmasked Estep 
Score: -2316901.500000 Penalty: 4859.236816
	Iteration 400F: 3 clusters Score -2316902 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3968 members 
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Entering Unmasked Estep 
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	Iteration 401Q: 3 clusters Score -2316978 nChanged 32
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Mstep: Class 2 contains 14025 members 
Entering Unmasked Estep 
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	Iteration 402Q: 3 clusters Score -2316893 nChanged 20
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Mstep: Class 1 contains 3952 members 
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Entering Unmasked Estep 
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	Iteration 403Q: 3 clusters Score -2316898 nChanged 35
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Entering Unmasked Estep 
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	Iteration 404Q: 3 clusters Score -2316974 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 14027 members 
Entering Unmasked Estep 
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	Iteration 405Q: 3 clusters Score -2316937 nChanged 28
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Mstep: Class 2 contains 14021 members 
Entering Unmasked Estep 
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	Iteration 406Q: 3 clusters Score -2316986 nChanged 31
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Mstep: Class 1 contains 3967 members 
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Entering Unmasked Estep 
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	Iteration 407Q: 3 clusters Score -2316884 nChanged 31
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Entering Unmasked Estep 
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	Iteration 408Q: 3 clusters Score -2316994 nChanged 36
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Entering Unmasked Estep 
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	Iteration 409Q: 3 clusters Score -2316891 nChanged 29
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Mstep: Class 1 contains 3959 members 
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Entering Unmasked Estep 
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	Iteration 410Q: 3 clusters Score -2316974 nChanged 26
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Entering Unmasked Estep 
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	Iteration 411Q: 3 clusters Score -2317015 nChanged 24
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Entering Unmasked Estep 
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	Iteration 412Q: 3 clusters Score -2316902 nChanged 29
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Entering Unmasked Estep 
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	Iteration 413Q: 3 clusters Score -2316768 nChanged 32
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Entering Unmasked Estep 
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	Iteration 414Q: 3 clusters Score -2316884 nChanged 37
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Entering Unmasked Estep 
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	Iteration 415Q: 3 clusters Score -2316925 nChanged 29
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 416Q: 3 clusters Score -2316931 nChanged 24
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Entering Unmasked Estep 
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	Iteration 417Q: 3 clusters Score -2316915 nChanged 20
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Entering Unmasked Estep 
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	Iteration 418Q: 3 clusters Score -2316889 nChanged 18
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Entering Unmasked Estep 
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	Iteration 419Q: 3 clusters Score -2316817 nChanged 23
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Entering Unmasked Estep 
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	Iteration 420F: 3 clusters Score -2317050 nChanged 38
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Entering Unmasked Estep 
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	Iteration 421Q: 3 clusters Score -2316800 nChanged 35
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Entering Unmasked Estep 
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	Iteration 422Q: 3 clusters Score -2316974 nChanged 31
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Entering Unmasked Estep 
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	Iteration 424Q: 3 clusters Score -2316821 nChanged 42
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	Iteration 425Q: 3 clusters Score -2316958 nChanged 29
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Entering Unmasked Estep 
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	Iteration 426Q: 3 clusters Score -2316922 nChanged 35
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Entering Unmasked Estep 
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	Iteration 427Q: 3 clusters Score -2316832 nChanged 40
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	Iteration 428Q: 3 clusters Score -2316644 nChanged 42
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Entering Unmasked Estep 
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	Iteration 429Q: 3 clusters Score -2316932 nChanged 27
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	Iteration 430Q: 3 clusters Score -2316913 nChanged 32
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Entering Unmasked Estep 
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	Iteration 431Q: 3 clusters Score -2316753 nChanged 25
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	Iteration 432Q: 3 clusters Score -2316787 nChanged 39
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	Iteration 433Q: 3 clusters Score -2316828 nChanged 34
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	Iteration 434Q: 3 clusters Score -2316744 nChanged 39
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	Iteration 436Q: 3 clusters Score -2316879 nChanged 28
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Entering Unmasked Estep 
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	Iteration 438Q: 3 clusters Score -2316893 nChanged 28
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	Iteration 439Q: 3 clusters Score -2316952 nChanged 27
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	Iteration 440F: 3 clusters Score -2316850 nChanged 23
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	Iteration 444Q: 3 clusters Score -2316868 nChanged 36
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	Iteration 445Q: 3 clusters Score -2316970 nChanged 17
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	Iteration 446Q: 3 clusters Score -2316856 nChanged 44
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	Iteration 447Q: 3 clusters Score -2316901 nChanged 36
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	Iteration 448Q: 3 clusters Score -2316777 nChanged 42
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	Iteration 449Q: 3 clusters Score -2316936 nChanged 21
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	Iteration 450Q: 3 clusters Score -2317032 nChanged 24
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	Iteration 451Q: 3 clusters Score -2316973 nChanged 25
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	Iteration 452Q: 3 clusters Score -2316962 nChanged 33
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	Iteration 453Q: 3 clusters Score -2316992 nChanged 31
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	Iteration 454Q: 3 clusters Score -2317026 nChanged 42
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	Iteration 455Q: 3 clusters Score -2317001 nChanged 33
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	Iteration 456Q: 3 clusters Score -2316580 nChanged 56
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	Iteration 457Q: 3 clusters Score -2316814 nChanged 60
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	Iteration 458Q: 3 clusters Score -2316662 nChanged 39
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	Iteration 459Q: 3 clusters Score -2316862 nChanged 38
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	Iteration 460F: 3 clusters Score -2316892 nChanged 32
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	Iteration 461Q: 3 clusters Score -2317014 nChanged 26
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	Iteration 463Q: 3 clusters Score -2316766 nChanged 60
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	Iteration 464Q: 3 clusters Score -2316921 nChanged 42
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	Iteration 465Q: 3 clusters Score -2316870 nChanged 33
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	Iteration 466Q: 3 clusters Score -2316932 nChanged 45
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	Iteration 467Q: 3 clusters Score -2316838 nChanged 40
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	Iteration 468Q: 3 clusters Score -2316961 nChanged 35
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	Iteration 469Q: 3 clusters Score -2316846 nChanged 56
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	Iteration 470Q: 3 clusters Score -2317018 nChanged 52
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	Iteration 471Q: 3 clusters Score -2317004 nChanged 25
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	Iteration 472Q: 3 clusters Score -2316726 nChanged 24
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	Iteration 473Q: 3 clusters Score -2316886 nChanged 31
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	Iteration 474Q: 3 clusters Score -2316947 nChanged 44
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	Iteration 475Q: 3 clusters Score -2316967 nChanged 36
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	Iteration 476Q: 3 clusters Score -2316916 nChanged 31
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	Iteration 477Q: 3 clusters Score -2316915 nChanged 31
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	Iteration 478Q: 3 clusters Score -2316892 nChanged 32
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	Iteration 479Q: 3 clusters Score -2316852 nChanged 34
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	Iteration 480F: 3 clusters Score -2316742 nChanged 27
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	Iteration 481Q: 3 clusters Score -2317001 nChanged 28
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	Iteration 482Q: 3 clusters Score -2316854 nChanged 19
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	Iteration 483Q: 3 clusters Score -2316837 nChanged 18
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	Iteration 484Q: 3 clusters Score -2316983 nChanged 23
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	Iteration 485Q: 3 clusters Score -2316599 nChanged 51
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	Iteration 486Q: 3 clusters Score -2316824 nChanged 51
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	Iteration 487Q: 3 clusters Score -2316942 nChanged 54
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	Iteration 488Q: 3 clusters Score -2316869 nChanged 55
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Mstep: Class 2 contains 14016 members 
Entering Unmasked Estep 
Score: -2316807.500000 Penalty: 4859.236816
	Iteration 489Q: 3 clusters Score -2316808 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 14020 members 
Entering Unmasked Estep 
Score: -2316948.250000 Penalty: 4859.236816
	Iteration 490Q: 3 clusters Score -2316948 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 14017 members 
Entering Unmasked Estep 
Score: -2316801.000000 Penalty: 4859.236816
	Iteration 491Q: 3 clusters Score -2316801 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 14024 members 
Entering Unmasked Estep 
Score: -2316955.500000 Penalty: 4859.236816
	Iteration 492Q: 3 clusters Score -2316956 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 14022 members 
Entering Unmasked Estep 
Score: -2316921.500000 Penalty: 4859.236816
	Iteration 493Q: 3 clusters Score -2316922 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 14023 members 
Entering Unmasked Estep 
Score: -2316871.750000 Penalty: 4859.236816
	Iteration 494Q: 3 clusters Score -2316872 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 14021 members 
Entering Unmasked Estep 
Score: -2316926.250000 Penalty: 4859.236816
	Iteration 495Q: 3 clusters Score -2316926 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 14012 members 
Entering Unmasked Estep 
Score: -2316911.000000 Penalty: 4859.236816
	Iteration 496Q: 3 clusters Score -2316911 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 14004 members 
Entering Unmasked Estep 
Score: -2316795.000000 Penalty: 4859.236816
	Iteration 497Q: 3 clusters Score -2316795 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 14002 members 
Entering Unmasked Estep 
Score: -2316697.000000 Penalty: 4859.236816
	Iteration 498Q: 3 clusters Score -2316697 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 14003 members 
Entering Unmasked Estep 
Score: -2316992.750000 Penalty: 4859.236816
	Iteration 499Q: 3 clusters Score -2316993 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 14017 members 
Entering Unmasked Estep 
Score: -2316710.000000 Penalty: 4859.236816
	Iteration 500F: 3 clusters Score -2316710 nChanged 50
Maximum iterations exceeded
Entering Unmasked Mstep 
Mstep: Class 0 contains 471 members 
Mstep: Class 1 contains 28847 members 
Mstep: Class 2 contains 13238 members 
Mstep: Class 3 contains 4173 members 
Mstep: Class 4 contains 12173 members 
Mstep: Class 5 contains 3742 members 
Mstep: Class 6 contains 2043 members 
Mstep: Class 7 contains 3968 members 
Mstep: Class 8 contains 46247 members 
Mstep: Class 9 contains 212070 members 
Mstep: Class 10 contains 8240 members 
Mstep: Class 11 contains 10738 members 
Mstep: Class 12 contains 42842 members 
Mstep: Class 13 contains 28821 members 
Mstep: Class 14 contains 36962 members 
Mstep: Class 15 contains 151149 members 
Mstep: Class 16 contains 242676 members 
Mstep: Class 17 contains 36152 members 
Mstep: Class 18 contains 59925 members 
Mstep: Class 19 contains 1303 members 
Mstep: Class 20 contains 54482 members 
Mstep: Class 21 contains 128932 members 
Mstep: Class 22 contains 40802 members 
Mstep: Class 23 contains 4244 members 
Mstep: Class 24 contains 14009 members 
Entering Unmasked Estep 
Score: -147158992.000000 Penalty: 83256.523438
Splitting cluster 7 changes total score from -147079264.000000 to -147158992.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 8 (46247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46247 members 
Entering Unmasked Estep 
Score: -5796004.000000 Penalty: 2663.954346
	Iteration 0F: 2 clusters Score -5796004 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23075 members 
Mstep: Class 2 contains 23172 members 
Entering Unmasked Estep 
Score: -5764768.000000 Penalty: 5327.908691
	Iteration 0F: 3 clusters Score -5764768 nChanged 21321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22932 members 
Mstep: Class 2 contains 23315 members 
Entering Unmasked Estep 
Score: -5777115.500000 Penalty: 5327.908691
	Iteration 1F: 3 clusters Score -5777116 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22874 members 
Mstep: Class 2 contains 23373 members 
Entering Unmasked Estep 
Score: -5778192.500000 Penalty: 5327.908691
	Iteration 2F: 3 clusters Score -5778192 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22867 members 
Mstep: Class 2 contains 23380 members 
Entering Unmasked Estep 
Score: -5779589.000000 Penalty: 5327.908691
	Iteration 3F: 3 clusters Score -5779589 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22882 members 
Mstep: Class 2 contains 23365 members 
Entering Unmasked Estep 
Score: -5781135.000000 Penalty: 5327.908691
	Iteration 4F: 3 clusters Score -5781135 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22933 members 
Mstep: Class 2 contains 23314 members 
Entering Unmasked Estep 
Score: -5783106.000000 Penalty: 5327.908691
	Iteration 5F: 3 clusters Score -5783106 nChanged 2991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22990 members 
Mstep: Class 2 contains 23257 members 
Entering Unmasked Estep 
Score: -5785288.500000 Penalty: 5327.908691
	Iteration 6F: 3 clusters Score -5785288 nChanged 3051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23137 members 
Mstep: Class 2 contains 23110 members 
Entering Unmasked Estep 
Score: -5787645.500000 Penalty: 5327.908691
	Iteration 7F: 3 clusters Score -5787646 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23313 members 
Mstep: Class 2 contains 22934 members 
Entering Unmasked Estep 
Score: -5789640.000000 Penalty: 5327.908691
	Iteration 8F: 3 clusters Score -5789640 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23450 members 
Mstep: Class 2 contains 22797 members 
Entering Unmasked Estep 
Score: -5790927.000000 Penalty: 5327.908691
	Iteration 9Q: 3 clusters Score -5790927 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23551 members 
Mstep: Class 2 contains 22696 members 
Entering Unmasked Estep 
Score: -5791680.000000 Penalty: 5327.908691
	Iteration 10Q: 3 clusters Score -5791680 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23583 members 
Mstep: Class 2 contains 22664 members 
Entering Unmasked Estep 
Score: -5792117.500000 Penalty: 5327.908691
	Iteration 11Q: 3 clusters Score -5792118 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23557 members 
Mstep: Class 2 contains 22690 members 
Entering Unmasked Estep 
Score: -5792342.500000 Penalty: 5327.908691
	Iteration 12Q: 3 clusters Score -5792342 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23525 members 
Mstep: Class 2 contains 22722 members 
Entering Unmasked Estep 
Score: -5792519.500000 Penalty: 5327.908691
	Iteration 13Q: 3 clusters Score -5792520 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23516 members 
Mstep: Class 2 contains 22731 members 
Entering Unmasked Estep 
Score: -5792677.000000 Penalty: 5327.908691
	Iteration 14Q: 3 clusters Score -5792677 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23446 members 
Mstep: Class 2 contains 22801 members 
Entering Unmasked Estep 
Score: -5792792.000000 Penalty: 5327.908691
	Iteration 15Q: 3 clusters Score -5792792 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23334 members 
Mstep: Class 2 contains 22913 members 
Entering Unmasked Estep 
Score: -5792869.500000 Penalty: 5327.908691
	Iteration 16Q: 3 clusters Score -5792870 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23210 members 
Mstep: Class 2 contains 23037 members 
Entering Unmasked Estep 
Score: -5792976.000000 Penalty: 5327.908691
	Iteration 17Q: 3 clusters Score -5792976 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23092 members 
Mstep: Class 2 contains 23155 members 
Entering Unmasked Estep 
Score: -5793059.000000 Penalty: 5327.908691
	Iteration 18Q: 3 clusters Score -5793059 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22956 members 
Mstep: Class 2 contains 23291 members 
Entering Unmasked Estep 
Score: -5793099.500000 Penalty: 5327.908691
	Iteration 19Q: 3 clusters Score -5793100 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22806 members 
Mstep: Class 2 contains 23441 members 
Entering Unmasked Estep 
Score: -5793161.000000 Penalty: 5327.908691
	Iteration 20F: 3 clusters Score -5793161 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22651 members 
Mstep: Class 2 contains 23596 members 
Entering Unmasked Estep 
Score: -5793232.000000 Penalty: 5327.908691
	Iteration 21Q: 3 clusters Score -5793232 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22502 members 
Mstep: Class 2 contains 23745 members 
Entering Unmasked Estep 
Score: -5793269.500000 Penalty: 5327.908691
	Iteration 22Q: 3 clusters Score -5793270 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22366 members 
Mstep: Class 2 contains 23881 members 
Entering Unmasked Estep 
Score: -5793331.500000 Penalty: 5327.908691
	Iteration 23Q: 3 clusters Score -5793332 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22243 members 
Mstep: Class 2 contains 24004 members 
Entering Unmasked Estep 
Score: -5793338.500000 Penalty: 5327.908691
	Iteration 24Q: 3 clusters Score -5793338 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22103 members 
Mstep: Class 2 contains 24144 members 
Entering Unmasked Estep 
Score: -5793364.500000 Penalty: 5327.908691
	Iteration 25Q: 3 clusters Score -5793364 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21938 members 
Mstep: Class 2 contains 24309 members 
Entering Unmasked Estep 
Score: -5793402.000000 Penalty: 5327.908691
	Iteration 26Q: 3 clusters Score -5793402 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21759 members 
Mstep: Class 2 contains 24488 members 
Entering Unmasked Estep 
Score: -5793436.000000 Penalty: 5327.908691
	Iteration 27Q: 3 clusters Score -5793436 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21546 members 
Mstep: Class 2 contains 24701 members 
Entering Unmasked Estep 
Score: -5793437.500000 Penalty: 5327.908691
	Iteration 28Q: 3 clusters Score -5793438 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21323 members 
Mstep: Class 2 contains 24924 members 
Entering Unmasked Estep 
Score: -5793491.500000 Penalty: 5327.908691
	Iteration 29Q: 3 clusters Score -5793492 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21089 members 
Mstep: Class 2 contains 25158 members 
Entering Unmasked Estep 
Score: -5793541.500000 Penalty: 5327.908691
	Iteration 30Q: 3 clusters Score -5793542 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20826 members 
Mstep: Class 2 contains 25421 members 
Entering Unmasked Estep 
Score: -5793589.500000 Penalty: 5327.908691
	Iteration 31Q: 3 clusters Score -5793590 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20549 members 
Mstep: Class 2 contains 25698 members 
Entering Unmasked Estep 
Score: -5793649.500000 Penalty: 5327.908691
	Iteration 32Q: 3 clusters Score -5793650 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20247 members 
Mstep: Class 2 contains 26000 members 
Entering Unmasked Estep 
Score: -5793687.500000 Penalty: 5327.908691
	Iteration 33Q: 3 clusters Score -5793688 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19913 members 
Mstep: Class 2 contains 26334 members 
Entering Unmasked Estep 
Score: -5793771.000000 Penalty: 5327.908691
	Iteration 34Q: 3 clusters Score -5793771 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19545 members 
Mstep: Class 2 contains 26702 members 
Entering Unmasked Estep 
Score: -5793909.000000 Penalty: 5327.908691
	Iteration 35Q: 3 clusters Score -5793909 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19189 members 
Mstep: Class 2 contains 27058 members 
Entering Unmasked Estep 
Score: -5793984.500000 Penalty: 5327.908691
	Iteration 36Q: 3 clusters Score -5793984 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18837 members 
Mstep: Class 2 contains 27410 members 
Entering Unmasked Estep 
Score: -5794056.000000 Penalty: 5327.908691
	Iteration 37Q: 3 clusters Score -5794056 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18484 members 
Mstep: Class 2 contains 27763 members 
Entering Unmasked Estep 
Score: -5794134.500000 Penalty: 5327.908691
	Iteration 38Q: 3 clusters Score -5794134 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18092 members 
Mstep: Class 2 contains 28155 members 
Entering Unmasked Estep 
Score: -5794227.000000 Penalty: 5327.908691
	Iteration 39Q: 3 clusters Score -5794227 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17710 members 
Mstep: Class 2 contains 28537 members 
Entering Unmasked Estep 
Score: -5794291.500000 Penalty: 5327.908691
	Iteration 40F: 3 clusters Score -5794292 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17344 members 
Mstep: Class 2 contains 28903 members 
Entering Unmasked Estep 
Score: -5794390.500000 Penalty: 5327.908691
	Iteration 41Q: 3 clusters Score -5794390 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16974 members 
Mstep: Class 2 contains 29273 members 
Entering Unmasked Estep 
Score: -5794475.000000 Penalty: 5327.908691
	Iteration 42Q: 3 clusters Score -5794475 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16583 members 
Mstep: Class 2 contains 29664 members 
Entering Unmasked Estep 
Score: -5794545.000000 Penalty: 5327.908691
	Iteration 43Q: 3 clusters Score -5794545 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16191 members 
Mstep: Class 2 contains 30056 members 
Entering Unmasked Estep 
Score: -5794651.500000 Penalty: 5327.908691
	Iteration 44Q: 3 clusters Score -5794652 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15825 members 
Mstep: Class 2 contains 30422 members 
Entering Unmasked Estep 
Score: -5794712.500000 Penalty: 5327.908691
	Iteration 45Q: 3 clusters Score -5794712 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15458 members 
Mstep: Class 2 contains 30789 members 
Entering Unmasked Estep 
Score: -5794819.000000 Penalty: 5327.908691
	Iteration 46Q: 3 clusters Score -5794819 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15098 members 
Mstep: Class 2 contains 31149 members 
Entering Unmasked Estep 
Score: -5794915.000000 Penalty: 5327.908691
	Iteration 47Q: 3 clusters Score -5794915 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14716 members 
Mstep: Class 2 contains 31531 members 
Entering Unmasked Estep 
Score: -5795013.500000 Penalty: 5327.908691
	Iteration 48Q: 3 clusters Score -5795014 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14327 members 
Mstep: Class 2 contains 31920 members 
Entering Unmasked Estep 
Score: -5795135.000000 Penalty: 5327.908691
	Iteration 49Q: 3 clusters Score -5795135 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13928 members 
Mstep: Class 2 contains 32319 members 
Entering Unmasked Estep 
Score: -5795246.500000 Penalty: 5327.908691
	Iteration 50Q: 3 clusters Score -5795246 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13530 members 
Mstep: Class 2 contains 32717 members 
Entering Unmasked Estep 
Score: -5795343.500000 Penalty: 5327.908691
	Iteration 51Q: 3 clusters Score -5795344 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13137 members 
Mstep: Class 2 contains 33110 members 
Entering Unmasked Estep 
Score: -5795461.000000 Penalty: 5327.908691
	Iteration 52Q: 3 clusters Score -5795461 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12752 members 
Mstep: Class 2 contains 33495 members 
Entering Unmasked Estep 
Score: -5795547.000000 Penalty: 5327.908691
	Iteration 53Q: 3 clusters Score -5795547 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12378 members 
Mstep: Class 2 contains 33869 members 
Entering Unmasked Estep 
Score: -5795651.500000 Penalty: 5327.908691
	Iteration 54Q: 3 clusters Score -5795652 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11997 members 
Mstep: Class 2 contains 34250 members 
Entering Unmasked Estep 
Score: -5795761.000000 Penalty: 5327.908691
	Iteration 55Q: 3 clusters Score -5795761 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11610 members 
Mstep: Class 2 contains 34637 members 
Entering Unmasked Estep 
Score: -5795915.000000 Penalty: 5327.908691
	Iteration 56Q: 3 clusters Score -5795915 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11227 members 
Mstep: Class 2 contains 35020 members 
Entering Unmasked Estep 
Score: -5796012.500000 Penalty: 5327.908691
	Iteration 57Q: 3 clusters Score -5796012 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 35367 members 
Entering Unmasked Estep 
Score: -5796119.000000 Penalty: 5327.908691
	Iteration 58Q: 3 clusters Score -5796119 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10562 members 
Mstep: Class 2 contains 35685 members 
Entering Unmasked Estep 
Score: -5796231.500000 Penalty: 5327.908691
	Iteration 59Q: 3 clusters Score -5796232 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10229 members 
Mstep: Class 2 contains 36018 members 
Entering Unmasked Estep 
Score: -5796381.000000 Penalty: 5327.908691
	Iteration 60F: 3 clusters Score -5796381 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 36328 members 
Entering Unmasked Estep 
Score: -5796517.500000 Penalty: 5327.908691
	Iteration 61Q: 3 clusters Score -5796518 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9607 members 
Mstep: Class 2 contains 36640 members 
Entering Unmasked Estep 
Score: -5796697.500000 Penalty: 5327.908691
	Iteration 62Q: 3 clusters Score -5796698 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 36961 members 
Entering Unmasked Estep 
Score: -5796860.500000 Penalty: 5327.908691
	Iteration 63Q: 3 clusters Score -5796860 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 37277 members 
Entering Unmasked Estep 
Score: -5797048.500000 Penalty: 5327.908691
	Iteration 64Q: 3 clusters Score -5797048 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 37587 members 
Entering Unmasked Estep 
Score: -5797159.500000 Penalty: 5327.908691
	Iteration 65Q: 3 clusters Score -5797160 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 37889 members 
Entering Unmasked Estep 
Score: -5797266.500000 Penalty: 5327.908691
	Iteration 66Q: 3 clusters Score -5797266 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 38140 members 
Entering Unmasked Estep 
Score: -5797365.500000 Penalty: 5327.908691
	Iteration 67Q: 3 clusters Score -5797366 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 38386 members 
Entering Unmasked Estep 
Score: -5797436.500000 Penalty: 5327.908691
	Iteration 68Q: 3 clusters Score -5797436 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 38588 members 
Entering Unmasked Estep 
Score: -5797487.000000 Penalty: 5327.908691
	Iteration 69Q: 3 clusters Score -5797487 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 38784 members 
Entering Unmasked Estep 
Score: -5797510.500000 Penalty: 5327.908691
	Iteration 70Q: 3 clusters Score -5797510 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 38943 members 
Entering Unmasked Estep 
Score: -5797567.000000 Penalty: 5327.908691
	Iteration 71Q: 3 clusters Score -5797567 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 39076 members 
Entering Unmasked Estep 
Score: -5797590.500000 Penalty: 5327.908691
	Iteration 72Q: 3 clusters Score -5797590 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 39204 members 
Entering Unmasked Estep 
Score: -5797626.500000 Penalty: 5327.908691
	Iteration 73Q: 3 clusters Score -5797626 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 39324 members 
Entering Unmasked Estep 
Score: -5797645.500000 Penalty: 5327.908691
	Iteration 74Q: 3 clusters Score -5797646 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 39429 members 
Entering Unmasked Estep 
Score: -5797639.500000 Penalty: 5327.908691
	Iteration 75Q: 3 clusters Score -5797640 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 39524 members 
Entering Unmasked Estep 
Score: -5797663.500000 Penalty: 5327.908691
	Iteration 76Q: 3 clusters Score -5797664 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 39599 members 
Entering Unmasked Estep 
Score: -5797686.000000 Penalty: 5327.908691
	Iteration 77Q: 3 clusters Score -5797686 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 39665 members 
Entering Unmasked Estep 
Score: -5797695.500000 Penalty: 5327.908691
	Iteration 78Q: 3 clusters Score -5797696 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 39738 members 
Entering Unmasked Estep 
Score: -5797705.500000 Penalty: 5327.908691
	Iteration 79Q: 3 clusters Score -5797706 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 39785 members 
Entering Unmasked Estep 
Score: -5797710.000000 Penalty: 5327.908691
	Iteration 80F: 3 clusters Score -5797710 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 39830 members 
Entering Unmasked Estep 
Score: -5797723.500000 Penalty: 5327.908691
	Iteration 81Q: 3 clusters Score -5797724 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 39864 members 
Entering Unmasked Estep 
Score: -5797733.000000 Penalty: 5327.908691
	Iteration 82Q: 3 clusters Score -5797733 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 39903 members 
Entering Unmasked Estep 
Score: -5797718.000000 Penalty: 5327.908691
	Iteration 83Q: 3 clusters Score -5797718 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 39955 members 
Entering Unmasked Estep 
Score: -5797724.000000 Penalty: 5327.908691
	Iteration 84Q: 3 clusters Score -5797724 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 39996 members 
Entering Unmasked Estep 
Score: -5797727.000000 Penalty: 5327.908691
	Iteration 85Q: 3 clusters Score -5797727 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 40044 members 
Entering Unmasked Estep 
Score: -5797746.500000 Penalty: 5327.908691
	Iteration 86Q: 3 clusters Score -5797746 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 40098 members 
Entering Unmasked Estep 
Score: -5797764.500000 Penalty: 5327.908691
	Iteration 87Q: 3 clusters Score -5797764 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 40154 members 
Entering Unmasked Estep 
Score: -5797768.500000 Penalty: 5327.908691
	Iteration 88Q: 3 clusters Score -5797768 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 40208 members 
Entering Unmasked Estep 
Score: -5797771.000000 Penalty: 5327.908691
	Iteration 89Q: 3 clusters Score -5797771 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 40265 members 
Entering Unmasked Estep 
Score: -5797776.000000 Penalty: 5327.908691
	Iteration 90Q: 3 clusters Score -5797776 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 40316 members 
Entering Unmasked Estep 
Score: -5797768.500000 Penalty: 5327.908691
	Iteration 91Q: 3 clusters Score -5797768 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 40362 members 
Entering Unmasked Estep 
Score: -5797790.500000 Penalty: 5327.908691
	Iteration 92Q: 3 clusters Score -5797790 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 40413 members 
Entering Unmasked Estep 
Score: -5797809.500000 Penalty: 5327.908691
	Iteration 93Q: 3 clusters Score -5797810 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 40465 members 
Entering Unmasked Estep 
Score: -5797823.000000 Penalty: 5327.908691
	Iteration 94Q: 3 clusters Score -5797823 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 40513 members 
Entering Unmasked Estep 
Score: -5797820.500000 Penalty: 5327.908691
	Iteration 95Q: 3 clusters Score -5797820 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 40578 members 
Entering Unmasked Estep 
Score: -5797844.000000 Penalty: 5327.908691
	Iteration 96Q: 3 clusters Score -5797844 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 40651 members 
Entering Unmasked Estep 
Score: -5797856.500000 Penalty: 5327.908691
	Iteration 97Q: 3 clusters Score -5797856 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 40740 members 
Entering Unmasked Estep 
Score: -5797886.500000 Penalty: 5327.908691
	Iteration 98Q: 3 clusters Score -5797886 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 40843 members 
Entering Unmasked Estep 
Score: -5797974.000000 Penalty: 5327.908691
	Iteration 99Q: 3 clusters Score -5797974 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 40952 members 
Entering Unmasked Estep 
Score: -5798043.000000 Penalty: 5327.908691
	Iteration 100F: 3 clusters Score -5798043 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 41056 members 
Entering Unmasked Estep 
Score: -5798095.500000 Penalty: 5327.908691
	Iteration 101Q: 3 clusters Score -5798096 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 41165 members 
Entering Unmasked Estep 
Score: -5798121.000000 Penalty: 5327.908691
	Iteration 102Q: 3 clusters Score -5798121 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 41292 members 
Entering Unmasked Estep 
Score: -5798199.500000 Penalty: 5327.908691
	Iteration 103Q: 3 clusters Score -5798200 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 41410 members 
Entering Unmasked Estep 
Score: -5798263.000000 Penalty: 5327.908691
	Iteration 104Q: 3 clusters Score -5798263 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 41516 members 
Entering Unmasked Estep 
Score: -5798302.000000 Penalty: 5327.908691
	Iteration 105Q: 3 clusters Score -5798302 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 41594 members 
Entering Unmasked Estep 
Score: -5798327.500000 Penalty: 5327.908691
	Iteration 106Q: 3 clusters Score -5798328 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 41649 members 
Entering Unmasked Estep 
Score: -5798345.500000 Penalty: 5327.908691
	Iteration 107Q: 3 clusters Score -5798346 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 41684 members 
Entering Unmasked Estep 
Score: -5798346.000000 Penalty: 5327.908691
	Iteration 108Q: 3 clusters Score -5798346 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 41712 members 
Entering Unmasked Estep 
Score: -5798351.000000 Penalty: 5327.908691
	Iteration 109Q: 3 clusters Score -5798351 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 41729 members 
Entering Unmasked Estep 
Score: -5798364.500000 Penalty: 5327.908691
	Iteration 110Q: 3 clusters Score -5798364 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 41743 members 
Entering Unmasked Estep 
Score: -5798356.000000 Penalty: 5327.908691
	Iteration 111Q: 3 clusters Score -5798356 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 41756 members 
Entering Unmasked Estep 
Score: -5798365.000000 Penalty: 5327.908691
	Iteration 112Q: 3 clusters Score -5798365 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 41765 members 
Entering Unmasked Estep 
Score: -5798367.000000 Penalty: 5327.908691
	Iteration 113Q: 3 clusters Score -5798367 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 41777 members 
Entering Unmasked Estep 
Score: -5798364.000000 Penalty: 5327.908691
	Iteration 114Q: 3 clusters Score -5798364 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 41781 members 
Entering Unmasked Estep 
Score: -5798372.000000 Penalty: 5327.908691
	Iteration 115Q: 3 clusters Score -5798372 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 41782 members 
Entering Unmasked Estep 
Score: -5798365.000000 Penalty: 5327.908691
	Iteration 116Q: 3 clusters Score -5798365 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 41783 members 
Entering Unmasked Estep 
Score: -5798364.500000 Penalty: 5327.908691
	Iteration 117Q: 3 clusters Score -5798364 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 41785 members 
Entering Unmasked Estep 
Score: -5798367.500000 Penalty: 5327.908691
	Iteration 118Q: 3 clusters Score -5798368 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 41785 members 
Entering Unmasked Estep 
Score: -5798367.500000 Penalty: 5327.908691
	Iteration 119F: 3 clusters Score -5798368 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 471 members 
Mstep: Class 1 contains 28847 members 
Mstep: Class 2 contains 13238 members 
Mstep: Class 3 contains 4173 members 
Mstep: Class 4 contains 12173 members 
Mstep: Class 5 contains 3742 members 
Mstep: Class 6 contains 2043 members 
Mstep: Class 7 contains 3968 members 
Mstep: Class 8 contains 4462 members 
Mstep: Class 9 contains 212070 members 
Mstep: Class 10 contains 8240 members 
Mstep: Class 11 contains 10738 members 
Mstep: Class 12 contains 42842 members 
Mstep: Class 13 contains 28821 members 
Mstep: Class 14 contains 36962 members 
Mstep: Class 15 contains 151149 members 
Mstep: Class 16 contains 242676 members 
Mstep: Class 17 contains 36152 members 
Mstep: Class 18 contains 59925 members 
Mstep: Class 19 contains 1303 members 
Mstep: Class 20 contains 54482 members 
Mstep: Class 21 contains 128932 members 
Mstep: Class 22 contains 40802 members 
Mstep: Class 23 contains 4244 members 
Mstep: Class 24 contains 14009 members 
Mstep: Class 25 contains 41785 members 
Entering Unmasked Estep 
Score: -147160640.000000 Penalty: 86725.546875
Splitting cluster 8 changes total score from -147079264.000000 to -147160640.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 9 (212070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212070 members 
Entering Unmasked Estep 
Score: -26991908.000000 Penalty: 3041.638428
	Iteration 0F: 2 clusters Score -2.699191e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106244 members 
Mstep: Class 2 contains 105826 members 
Entering Unmasked Estep 
Score: -26854526.000000 Penalty: 6083.276855
	Iteration 0F: 3 clusters Score -2.685453e+07 nChanged 101984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109312 members 
Mstep: Class 2 contains 102758 members 
Entering Unmasked Estep 
Score: -26915114.000000 Penalty: 6083.276855
	Iteration 1F: 3 clusters Score -2.691511e+07 nChanged 8689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112151 members 
Mstep: Class 2 contains 99919 members 
Entering Unmasked Estep 
Score: -26919350.000000 Penalty: 6083.276855
	Iteration 2Q: 3 clusters Score -2.691935e+07 nChanged 12090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117529 members 
Mstep: Class 2 contains 94541 members 
Entering Unmasked Estep 
Score: -26926994.000000 Penalty: 6083.276855
	Iteration 3F: 3 clusters Score -2.692699e+07 nChanged 16471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127034 members 
Mstep: Class 2 contains 85036 members 
Entering Unmasked Estep 
Score: -26939472.000000 Penalty: 6083.276855
	Iteration 4F: 3 clusters Score -2.693947e+07 nChanged 19955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140845 members 
Mstep: Class 2 contains 71225 members 
Entering Unmasked Estep 
Score: -26956642.000000 Penalty: 6083.276855
	Iteration 5F: 3 clusters Score -2.695664e+07 nChanged 19209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155402 members 
Mstep: Class 2 contains 56668 members 
Entering Unmasked Estep 
Score: -26973568.000000 Penalty: 6083.276855
	Iteration 6F: 3 clusters Score -2.697357e+07 nChanged 13919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166191 members 
Mstep: Class 2 contains 45879 members 
Entering Unmasked Estep 
Score: -26986708.000000 Penalty: 6083.276855
	Iteration 7F: 3 clusters Score -2.698671e+07 nChanged 8274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172603 members 
Mstep: Class 2 contains 39467 members 
Entering Unmasked Estep 
Score: -26995708.000000 Penalty: 6083.276855
	Iteration 8Q: 3 clusters Score -2.699571e+07 nChanged 4968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176463 members 
Mstep: Class 2 contains 35607 members 
Entering Unmasked Estep 
Score: -27002312.000000 Penalty: 6083.276855
	Iteration 9Q: 3 clusters Score -2.700231e+07 nChanged 3377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179294 members 
Mstep: Class 2 contains 32776 members 
Entering Unmasked Estep 
Score: -27005604.000000 Penalty: 6083.276855
	Iteration 10Q: 3 clusters Score -2.70056e+07 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181479 members 
Mstep: Class 2 contains 30591 members 
Entering Unmasked Estep 
Score: -27006664.000000 Penalty: 6083.276855
	Iteration 11Q: 3 clusters Score -2.700666e+07 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183168 members 
Mstep: Class 2 contains 28902 members 
Entering Unmasked Estep 
Score: -27007058.000000 Penalty: 6083.276855
	Iteration 12Q: 3 clusters Score -2.700706e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184474 members 
Mstep: Class 2 contains 27596 members 
Entering Unmasked Estep 
Score: -27007246.000000 Penalty: 6083.276855
	Iteration 13Q: 3 clusters Score -2.700725e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185487 members 
Mstep: Class 2 contains 26583 members 
Entering Unmasked Estep 
Score: -27007316.000000 Penalty: 6083.276855
	Iteration 14Q: 3 clusters Score -2.700732e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186275 members 
Mstep: Class 2 contains 25795 members 
Entering Unmasked Estep 
Score: -27007310.000000 Penalty: 6083.276855
	Iteration 15Q: 3 clusters Score -2.700731e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186927 members 
Mstep: Class 2 contains 25143 members 
Entering Unmasked Estep 
Score: -27007322.000000 Penalty: 6083.276855
	Iteration 16Q: 3 clusters Score -2.700732e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187452 members 
Mstep: Class 2 contains 24618 members 
Entering Unmasked Estep 
Score: -27007294.000000 Penalty: 6083.276855
	Iteration 17Q: 3 clusters Score -2.700729e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187846 members 
Mstep: Class 2 contains 24224 members 
Entering Unmasked Estep 
Score: -27007206.000000 Penalty: 6083.276855
	Iteration 18Q: 3 clusters Score -2.700721e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188179 members 
Mstep: Class 2 contains 23891 members 
Entering Unmasked Estep 
Score: -27007222.000000 Penalty: 6083.276855
	Iteration 19Q: 3 clusters Score -2.700722e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188491 members 
Mstep: Class 2 contains 23579 members 
Entering Unmasked Estep 
Score: -27007196.000000 Penalty: 6083.276855
	Iteration 20F: 3 clusters Score -2.70072e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188751 members 
Mstep: Class 2 contains 23319 members 
Entering Unmasked Estep 
Score: -27007194.000000 Penalty: 6083.276855
	Iteration 21Q: 3 clusters Score -2.700719e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189000 members 
Mstep: Class 2 contains 23070 members 
Entering Unmasked Estep 
Score: -27007216.000000 Penalty: 6083.276855
	Iteration 22Q: 3 clusters Score -2.700722e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189229 members 
Mstep: Class 2 contains 22841 members 
Entering Unmasked Estep 
Score: -27007184.000000 Penalty: 6083.276855
	Iteration 23Q: 3 clusters Score -2.700718e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189438 members 
Mstep: Class 2 contains 22632 members 
Entering Unmasked Estep 
Score: -27007180.000000 Penalty: 6083.276855
	Iteration 24Q: 3 clusters Score -2.700718e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189627 members 
Mstep: Class 2 contains 22443 members 
Entering Unmasked Estep 
Score: -27007204.000000 Penalty: 6083.276855
	Iteration 25Q: 3 clusters Score -2.70072e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189793 members 
Mstep: Class 2 contains 22277 members 
Entering Unmasked Estep 
Score: -27007170.000000 Penalty: 6083.276855
	Iteration 26Q: 3 clusters Score -2.700717e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189950 members 
Mstep: Class 2 contains 22120 members 
Entering Unmasked Estep 
Score: -27007156.000000 Penalty: 6083.276855
	Iteration 27Q: 3 clusters Score -2.700716e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190071 members 
Mstep: Class 2 contains 21999 members 
Entering Unmasked Estep 
Score: -27007110.000000 Penalty: 6083.276855
	Iteration 28Q: 3 clusters Score -2.700711e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190168 members 
Mstep: Class 2 contains 21902 members 
Entering Unmasked Estep 
Score: -27007120.000000 Penalty: 6083.276855
	Iteration 29Q: 3 clusters Score -2.700712e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190252 members 
Mstep: Class 2 contains 21818 members 
Entering Unmasked Estep 
Score: -27007118.000000 Penalty: 6083.276855
	Iteration 30Q: 3 clusters Score -2.700712e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190321 members 
Mstep: Class 2 contains 21749 members 
Entering Unmasked Estep 
Score: -27007148.000000 Penalty: 6083.276855
	Iteration 31Q: 3 clusters Score -2.700715e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190368 members 
Mstep: Class 2 contains 21702 members 
Entering Unmasked Estep 
Score: -27007118.000000 Penalty: 6083.276855
	Iteration 32Q: 3 clusters Score -2.700712e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190407 members 
Mstep: Class 2 contains 21663 members 
Entering Unmasked Estep 
Score: -27007134.000000 Penalty: 6083.276855
	Iteration 33Q: 3 clusters Score -2.700713e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190446 members 
Mstep: Class 2 contains 21624 members 
Entering Unmasked Estep 
Score: -27007164.000000 Penalty: 6083.276855
	Iteration 34Q: 3 clusters Score -2.700716e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190482 members 
Mstep: Class 2 contains 21588 members 
Entering Unmasked Estep 
Score: -27007190.000000 Penalty: 6083.276855
	Iteration 35Q: 3 clusters Score -2.700719e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190516 members 
Mstep: Class 2 contains 21554 members 
Entering Unmasked Estep 
Score: -27007162.000000 Penalty: 6083.276855
	Iteration 36Q: 3 clusters Score -2.700716e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190544 members 
Mstep: Class 2 contains 21526 members 
Entering Unmasked Estep 
Score: -27007172.000000 Penalty: 6083.276855
	Iteration 37Q: 3 clusters Score -2.700717e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190575 members 
Mstep: Class 2 contains 21495 members 
Entering Unmasked Estep 
Score: -27007168.000000 Penalty: 6083.276855
	Iteration 38Q: 3 clusters Score -2.700717e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190602 members 
Mstep: Class 2 contains 21468 members 
Entering Unmasked Estep 
Score: -27007166.000000 Penalty: 6083.276855
	Iteration 39Q: 3 clusters Score -2.700717e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190628 members 
Mstep: Class 2 contains 21442 members 
Entering Unmasked Estep 
Score: -27007164.000000 Penalty: 6083.276855
	Iteration 40F: 3 clusters Score -2.700716e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190656 members 
Mstep: Class 2 contains 21414 members 
Entering Unmasked Estep 
Score: -27007126.000000 Penalty: 6083.276855
	Iteration 41Q: 3 clusters Score -2.700713e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190680 members 
Mstep: Class 2 contains 21390 members 
Entering Unmasked Estep 
Score: -27007124.000000 Penalty: 6083.276855
	Iteration 42Q: 3 clusters Score -2.700712e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190699 members 
Mstep: Class 2 contains 21371 members 
Entering Unmasked Estep 
Score: -27007116.000000 Penalty: 6083.276855
	Iteration 43Q: 3 clusters Score -2.700712e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190714 members 
Mstep: Class 2 contains 21356 members 
Entering Unmasked Estep 
Score: -27007086.000000 Penalty: 6083.276855
	Iteration 44Q: 3 clusters Score -2.700709e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190726 members 
Mstep: Class 2 contains 21344 members 
Entering Unmasked Estep 
Score: -27007074.000000 Penalty: 6083.276855
	Iteration 45Q: 3 clusters Score -2.700707e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190737 members 
Mstep: Class 2 contains 21333 members 
Entering Unmasked Estep 
Score: -27007090.000000 Penalty: 6083.276855
	Iteration 46Q: 3 clusters Score -2.700709e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190744 members 
Mstep: Class 2 contains 21326 members 
Entering Unmasked Estep 
Score: -27007092.000000 Penalty: 6083.276855
	Iteration 47Q: 3 clusters Score -2.700709e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190751 members 
Mstep: Class 2 contains 21319 members 
Entering Unmasked Estep 
Score: -27007090.000000 Penalty: 6083.276855
	Iteration 48Q: 3 clusters Score -2.700709e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190761 members 
Mstep: Class 2 contains 21309 members 
Entering Unmasked Estep 
Score: -27007082.000000 Penalty: 6083.276855
	Iteration 49Q: 3 clusters Score -2.700708e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190767 members 
Mstep: Class 2 contains 21303 members 
Entering Unmasked Estep 
Score: -27007078.000000 Penalty: 6083.276855
	Iteration 50Q: 3 clusters Score -2.700708e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190772 members 
Mstep: Class 2 contains 21298 members 
Entering Unmasked Estep 
Score: -27007094.000000 Penalty: 6083.276855
	Iteration 51Q: 3 clusters Score -2.700709e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190774 members 
Mstep: Class 2 contains 21296 members 
Entering Unmasked Estep 
Score: -27007088.000000 Penalty: 6083.276855
	Iteration 52Q: 3 clusters Score -2.700709e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190776 members 
Mstep: Class 2 contains 21294 members 
Entering Unmasked Estep 
Score: -27007082.000000 Penalty: 6083.276855
	Iteration 53Q: 3 clusters Score -2.700708e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190779 members 
Mstep: Class 2 contains 21291 members 
Entering Unmasked Estep 
Score: -27007070.000000 Penalty: 6083.276855
	Iteration 54Q: 3 clusters Score -2.700707e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190781 members 
Mstep: Class 2 contains 21289 members 
Entering Unmasked Estep 
Score: -27007078.000000 Penalty: 6083.276855
	Iteration 55Q: 3 clusters Score -2.700708e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190782 members 
Mstep: Class 2 contains 21288 members 
Entering Unmasked Estep 
Score: -27007088.000000 Penalty: 6083.276855
	Iteration 56Q: 3 clusters Score -2.700709e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190782 members 
Mstep: Class 2 contains 21288 members 
Entering Unmasked Estep 
Score: -27007088.000000 Penalty: 6083.276855
	Iteration 57F: 3 clusters Score -2.700709e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 471 members 
Mstep: Class 1 contains 28847 members 
Mstep: Class 2 contains 13238 members 
Mstep: Class 3 contains 4173 members 
Mstep: Class 4 contains 12173 members 
Mstep: Class 5 contains 3742 members 
Mstep: Class 6 contains 2043 members 
Mstep: Class 7 contains 3968 members 
Mstep: Class 8 contains 4462 members 
Mstep: Class 9 contains 190782 members 
Mstep: Class 10 contains 8240 members 
Mstep: Class 11 contains 10738 members 
Mstep: Class 12 contains 42842 members 
Mstep: Class 13 contains 28821 members 
Mstep: Class 14 contains 36962 members 
Mstep: Class 15 contains 151149 members 
Mstep: Class 16 contains 242676 members 
Mstep: Class 17 contains 36152 members 
Mstep: Class 18 contains 59925 members 
Mstep: Class 19 contains 1303 members 
Mstep: Class 20 contains 54482 members 
Mstep: Class 21 contains 128932 members 
Mstep: Class 22 contains 40802 members 
Mstep: Class 23 contains 4244 members 
Mstep: Class 24 contains 14009 members 
Mstep: Class 25 contains 41785 members 
Mstep: Class 26 contains 21288 members 
Entering Unmasked Estep 
Score: -147175328.000000 Penalty: 90194.570312
Splitting cluster 9 changes total score from -147079264.000000 to -147175328.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 11 (10738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10738 members 
Entering Unmasked Estep 
Score: -1189577.750000 Penalty: 2301.822754
	Iteration 0F: 2 clusters Score -1189578 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -1181557.250000 Penalty: 4603.645508
	Iteration 0F: 3 clusters Score -1181557 nChanged 4516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -1185245.125000 Penalty: 4603.645508
	Iteration 1F: 3 clusters Score -1185245 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -1188901.750000 Penalty: 4603.645508
	Iteration 2F: 3 clusters Score -1188902 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -1192048.875000 Penalty: 4603.645508
	Iteration 3F: 3 clusters Score -1192049 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -1193518.375000 Penalty: 4603.645508
	Iteration 4F: 3 clusters Score -1193518 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -1193969.750000 Penalty: 4603.645508
	Iteration 5Q: 3 clusters Score -1193970 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -1194165.750000 Penalty: 4603.645508
	Iteration 6Q: 3 clusters Score -1194166 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -1194222.625000 Penalty: 4603.645508
	Iteration 7Q: 3 clusters Score -1194223 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -1194245.750000 Penalty: 4603.645508
	Iteration 8Q: 3 clusters Score -1194246 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -1194261.875000 Penalty: 4603.645508
	Iteration 9Q: 3 clusters Score -1194262 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -1194273.125000 Penalty: 4603.645508
	Iteration 10Q: 3 clusters Score -1194273 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -1194272.750000 Penalty: 4603.645508
	Iteration 11Q: 3 clusters Score -1194273 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -1194278.250000 Penalty: 4603.645508
	Iteration 12Q: 3 clusters Score -1194278 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -1194281.625000 Penalty: 4603.645508
	Iteration 13Q: 3 clusters Score -1194282 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -1194283.000000 Penalty: 4603.645508
	Iteration 14Q: 3 clusters Score -1194283 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -1194282.250000 Penalty: 4603.645508
	Iteration 15Q: 3 clusters Score -1194282 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -1194281.125000 Penalty: 4603.645508
	Iteration 16Q: 3 clusters Score -1194281 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -1194283.500000 Penalty: 4603.645508
	Iteration 17Q: 3 clusters Score -1194284 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -1194283.750000 Penalty: 4603.645508
	Iteration 18Q: 3 clusters Score -1194284 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -1194285.750000 Penalty: 4603.645508
	Iteration 19Q: 3 clusters Score -1194286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -1194284.000000 Penalty: 4603.645508
	Iteration 20F: 3 clusters Score -1194284 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 471 members 
Mstep: Class 1 contains 28847 members 
Mstep: Class 2 contains 13238 members 
Mstep: Class 3 contains 4173 members 
Mstep: Class 4 contains 12173 members 
Mstep: Class 5 contains 3742 members 
Mstep: Class 6 contains 2043 members 
Mstep: Class 7 contains 3968 members 
Mstep: Class 8 contains 4462 members 
Mstep: Class 9 contains 190782 members 
Mstep: Class 10 contains 8240 members 
Mstep: Class 11 contains 3167 members 
Mstep: Class 12 contains 42842 members 
Mstep: Class 13 contains 28821 members 
Mstep: Class 14 contains 36962 members 
Mstep: Class 15 contains 151149 members 
Mstep: Class 16 contains 242676 members 
Mstep: Class 17 contains 36152 members 
Mstep: Class 18 contains 59925 members 
Mstep: Class 19 contains 1303 members 
Mstep: Class 20 contains 54482 members 
Mstep: Class 21 contains 128932 members 
Mstep: Class 22 contains 40802 members 
Mstep: Class 23 contains 4244 members 
Mstep: Class 24 contains 14009 members 
Mstep: Class 25 contains 41785 members 
Mstep: Class 26 contains 21288 members 
Mstep: Class 27 contains 7571 members 
Entering Unmasked Estep 
Score: -147178784.000000 Penalty: 93663.593750
Splitting cluster 11 changes total score from -147079264.000000 to -147178784.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 12 (42842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42842 members 
Entering Unmasked Estep 
Score: -5373554.500000 Penalty: 2644.988037
	Iteration 0F: 2 clusters Score -5373554 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21403 members 
Mstep: Class 2 contains 21439 members 
Entering Unmasked Estep 
Score: -5344660.000000 Penalty: 5289.976074
	Iteration 0F: 3 clusters Score -5344660 nChanged 19493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21802 members 
Mstep: Class 2 contains 21040 members 
Entering Unmasked Estep 
Score: -5355555.500000 Penalty: 5289.976074
	Iteration 1F: 3 clusters Score -5355556 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22127 members 
Mstep: Class 2 contains 20715 members 
Entering Unmasked Estep 
Score: -5356848.000000 Penalty: 5289.976074
	Iteration 2F: 3 clusters Score -5356848 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22721 members 
Mstep: Class 2 contains 20121 members 
Entering Unmasked Estep 
Score: -5358881.000000 Penalty: 5289.976074
	Iteration 3F: 3 clusters Score -5358881 nChanged 3263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23696 members 
Mstep: Class 2 contains 19146 members 
Entering Unmasked Estep 
Score: -5361483.000000 Penalty: 5289.976074
	Iteration 4F: 3 clusters Score -5361483 nChanged 3551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25049 members 
Mstep: Class 2 contains 17793 members 
Entering Unmasked Estep 
Score: -5364263.500000 Penalty: 5289.976074
	Iteration 5F: 3 clusters Score -5364264 nChanged 3384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26571 members 
Mstep: Class 2 contains 16271 members 
Entering Unmasked Estep 
Score: -5366784.000000 Penalty: 5289.976074
	Iteration 6F: 3 clusters Score -5366784 nChanged 2945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28032 members 
Mstep: Class 2 contains 14810 members 
Entering Unmasked Estep 
Score: -5368945.500000 Penalty: 5289.976074
	Iteration 7F: 3 clusters Score -5368946 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29062 members 
Mstep: Class 2 contains 13780 members 
Entering Unmasked Estep 
Score: -5370705.500000 Penalty: 5289.976074
	Iteration 8F: 3 clusters Score -5370706 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29751 members 
Mstep: Class 2 contains 13091 members 
Entering Unmasked Estep 
Score: -5372670.500000 Penalty: 5289.976074
	Iteration 9Q: 3 clusters Score -5372670 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30197 members 
Mstep: Class 2 contains 12645 members 
Entering Unmasked Estep 
Score: -5375383.500000 Penalty: 5289.976074
	Iteration 10Q: 3 clusters Score -5375384 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30311 members 
Mstep: Class 2 contains 12531 members 
Entering Unmasked Estep 
Score: -5378908.000000 Penalty: 5289.976074
	Iteration 11F: 3 clusters Score -5378908 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30066 members 
Mstep: Class 2 contains 12776 members 
Entering Unmasked Estep 
Score: -5381916.500000 Penalty: 5289.976074
	Iteration 12F: 3 clusters Score -5381916 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29775 members 
Mstep: Class 2 contains 13067 members 
Entering Unmasked Estep 
Score: -5383482.500000 Penalty: 5289.976074
	Iteration 13Q: 3 clusters Score -5383482 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29507 members 
Mstep: Class 2 contains 13335 members 
Entering Unmasked Estep 
Score: -5384113.500000 Penalty: 5289.976074
	Iteration 14Q: 3 clusters Score -5384114 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29351 members 
Mstep: Class 2 contains 13491 members 
Entering Unmasked Estep 
Score: -5384386.000000 Penalty: 5289.976074
	Iteration 15Q: 3 clusters Score -5384386 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29187 members 
Mstep: Class 2 contains 13655 members 
Entering Unmasked Estep 
Score: -5384525.000000 Penalty: 5289.976074
	Iteration 16Q: 3 clusters Score -5384525 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29047 members 
Mstep: Class 2 contains 13795 members 
Entering Unmasked Estep 
Score: -5384643.500000 Penalty: 5289.976074
	Iteration 17Q: 3 clusters Score -5384644 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28864 members 
Mstep: Class 2 contains 13978 members 
Entering Unmasked Estep 
Score: -5384787.000000 Penalty: 5289.976074
	Iteration 18Q: 3 clusters Score -5384787 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28648 members 
Mstep: Class 2 contains 14194 members 
Entering Unmasked Estep 
Score: -5384993.000000 Penalty: 5289.976074
	Iteration 19Q: 3 clusters Score -5384993 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28349 members 
Mstep: Class 2 contains 14493 members 
Entering Unmasked Estep 
Score: -5385343.000000 Penalty: 5289.976074
	Iteration 20F: 3 clusters Score -5385343 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28019 members 
Mstep: Class 2 contains 14823 members 
Entering Unmasked Estep 
Score: -5385663.000000 Penalty: 5289.976074
	Iteration 21Q: 3 clusters Score -5385663 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27735 members 
Mstep: Class 2 contains 15107 members 
Entering Unmasked Estep 
Score: -5385825.000000 Penalty: 5289.976074
	Iteration 22Q: 3 clusters Score -5385825 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27536 members 
Mstep: Class 2 contains 15306 members 
Entering Unmasked Estep 
Score: -5385905.500000 Penalty: 5289.976074
	Iteration 23Q: 3 clusters Score -5385906 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27384 members 
Mstep: Class 2 contains 15458 members 
Entering Unmasked Estep 
Score: -5385942.000000 Penalty: 5289.976074
	Iteration 24Q: 3 clusters Score -5385942 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27265 members 
Mstep: Class 2 contains 15577 members 
Entering Unmasked Estep 
Score: -5385944.000000 Penalty: 5289.976074
	Iteration 25Q: 3 clusters Score -5385944 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27176 members 
Mstep: Class 2 contains 15666 members 
Entering Unmasked Estep 
Score: -5385954.500000 Penalty: 5289.976074
	Iteration 26Q: 3 clusters Score -5385954 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27104 members 
Mstep: Class 2 contains 15738 members 
Entering Unmasked Estep 
Score: -5385957.500000 Penalty: 5289.976074
	Iteration 27Q: 3 clusters Score -5385958 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27057 members 
Mstep: Class 2 contains 15785 members 
Entering Unmasked Estep 
Score: -5385950.500000 Penalty: 5289.976074
	Iteration 28Q: 3 clusters Score -5385950 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27018 members 
Mstep: Class 2 contains 15824 members 
Entering Unmasked Estep 
Score: -5385936.500000 Penalty: 5289.976074
	Iteration 29Q: 3 clusters Score -5385936 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26993 members 
Mstep: Class 2 contains 15849 members 
Entering Unmasked Estep 
Score: -5385949.500000 Penalty: 5289.976074
	Iteration 30Q: 3 clusters Score -5385950 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26961 members 
Mstep: Class 2 contains 15881 members 
Entering Unmasked Estep 
Score: -5385955.500000 Penalty: 5289.976074
	Iteration 31Q: 3 clusters Score -5385956 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26941 members 
Mstep: Class 2 contains 15901 members 
Entering Unmasked Estep 
Score: -5385954.000000 Penalty: 5289.976074
	Iteration 32Q: 3 clusters Score -5385954 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26927 members 
Mstep: Class 2 contains 15915 members 
Entering Unmasked Estep 
Score: -5385959.500000 Penalty: 5289.976074
	Iteration 33Q: 3 clusters Score -5385960 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26911 members 
Mstep: Class 2 contains 15931 members 
Entering Unmasked Estep 
Score: -5385965.500000 Penalty: 5289.976074
	Iteration 34Q: 3 clusters Score -5385966 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26897 members 
Mstep: Class 2 contains 15945 members 
Entering Unmasked Estep 
Score: -5385970.500000 Penalty: 5289.976074
	Iteration 35Q: 3 clusters Score -5385970 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26885 members 
Mstep: Class 2 contains 15957 members 
Entering Unmasked Estep 
Score: -5385962.000000 Penalty: 5289.976074
	Iteration 36Q: 3 clusters Score -5385962 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26870 members 
Mstep: Class 2 contains 15972 members 
Entering Unmasked Estep 
Score: -5385971.000000 Penalty: 5289.976074
	Iteration 37Q: 3 clusters Score -5385971 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26854 members 
Mstep: Class 2 contains 15988 members 
Entering Unmasked Estep 
Score: -5385970.000000 Penalty: 5289.976074
	Iteration 38Q: 3 clusters Score -5385970 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26840 members 
Mstep: Class 2 contains 16002 members 
Entering Unmasked Estep 
Score: -5385965.000000 Penalty: 5289.976074
	Iteration 39Q: 3 clusters Score -5385965 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26824 members 
Mstep: Class 2 contains 16018 members 
Entering Unmasked Estep 
Score: -5385965.500000 Penalty: 5289.976074
	Iteration 40F: 3 clusters Score -5385966 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26818 members 
Mstep: Class 2 contains 16024 members 
Entering Unmasked Estep 
Score: -5385972.000000 Penalty: 5289.976074
	Iteration 41Q: 3 clusters Score -5385972 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26815 members 
Mstep: Class 2 contains 16027 members 
Entering Unmasked Estep 
Score: -5385971.000000 Penalty: 5289.976074
	Iteration 42Q: 3 clusters Score -5385971 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26812 members 
Mstep: Class 2 contains 16030 members 
Entering Unmasked Estep 
Score: -5385972.500000 Penalty: 5289.976074
	Iteration 43Q: 3 clusters Score -5385972 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26808 members 
Mstep: Class 2 contains 16034 members 
Entering Unmasked Estep 
Score: -5385971.500000 Penalty: 5289.976074
	Iteration 44Q: 3 clusters Score -5385972 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26804 members 
Mstep: Class 2 contains 16038 members 
Entering Unmasked Estep 
Score: -5385965.500000 Penalty: 5289.976074
	Iteration 45Q: 3 clusters Score -5385966 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26800 members 
Mstep: Class 2 contains 16042 members 
Entering Unmasked Estep 
Score: -5385976.000000 Penalty: 5289.976074
	Iteration 46Q: 3 clusters Score -5385976 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26795 members 
Mstep: Class 2 contains 16047 members 
Entering Unmasked Estep 
Score: -5385967.500000 Penalty: 5289.976074
	Iteration 47Q: 3 clusters Score -5385968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26793 members 
Mstep: Class 2 contains 16049 members 
Entering Unmasked Estep 
Score: -5385967.000000 Penalty: 5289.976074
	Iteration 48Q: 3 clusters Score -5385967 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26789 members 
Mstep: Class 2 contains 16053 members 
Entering Unmasked Estep 
Score: -5385964.500000 Penalty: 5289.976074
	Iteration 49Q: 3 clusters Score -5385964 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26780 members 
Mstep: Class 2 contains 16062 members 
Entering Unmasked Estep 
Score: -5385973.500000 Penalty: 5289.976074
	Iteration 50Q: 3 clusters Score -5385974 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26772 members 
Mstep: Class 2 contains 16070 members 
Entering Unmasked Estep 
Score: -5385974.500000 Penalty: 5289.976074
	Iteration 51Q: 3 clusters Score -5385974 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26762 members 
Mstep: Class 2 contains 16080 members 
Entering Unmasked Estep 
Score: -5385963.500000 Penalty: 5289.976074
	Iteration 52Q: 3 clusters Score -5385964 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26760 members 
Mstep: Class 2 contains 16082 members 
Entering Unmasked Estep 
Score: -5385967.500000 Penalty: 5289.976074
	Iteration 53Q: 3 clusters Score -5385968 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26755 members 
Mstep: Class 2 contains 16087 members 
Entering Unmasked Estep 
Score: -5385971.500000 Penalty: 5289.976074
	Iteration 54Q: 3 clusters Score -5385972 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26753 members 
Mstep: Class 2 contains 16089 members 
Entering Unmasked Estep 
Score: -5385969.500000 Penalty: 5289.976074
	Iteration 55Q: 3 clusters Score -5385970 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26748 members 
Mstep: Class 2 contains 16094 members 
Entering Unmasked Estep 
Score: -5385963.000000 Penalty: 5289.976074
	Iteration 56Q: 3 clusters Score -5385963 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26746 members 
Mstep: Class 2 contains 16096 members 
Entering Unmasked Estep 
Score: -5385960.500000 Penalty: 5289.976074
	Iteration 57Q: 3 clusters Score -5385960 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26745 members 
Mstep: Class 2 contains 16097 members 
Entering Unmasked Estep 
Score: -5385958.500000 Penalty: 5289.976074
	Iteration 58Q: 3 clusters Score -5385958 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26745 members 
Mstep: Class 2 contains 16097 members 
Entering Unmasked Estep 
Score: -5385958.500000 Penalty: 5289.976074
	Iteration 59F: 3 clusters Score -5385958 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 471 members 
Mstep: Class 1 contains 28847 members 
Mstep: Class 2 contains 13238 members 
Mstep: Class 3 contains 4173 members 
Mstep: Class 4 contains 12173 members 
Mstep: Class 5 contains 3742 members 
Mstep: Class 6 contains 2043 members 
Mstep: Class 7 contains 3968 members 
Mstep: Class 8 contains 4462 members 
Mstep: Class 9 contains 190782 members 
Mstep: Class 10 contains 8240 members 
Mstep: Class 11 contains 3167 members 
Mstep: Class 12 contains 26745 members 
Mstep: Class 13 contains 28821 members 
Mstep: Class 14 contains 36962 members 
Mstep: Class 15 contains 151149 members 
Mstep: Class 16 contains 242676 members 
Mstep: Class 17 contains 36152 members 
Mstep: Class 18 contains 59925 members 
Mstep: Class 19 contains 1303 members 
Mstep: Class 20 contains 54482 members 
Mstep: Class 21 contains 128932 members 
Mstep: Class 22 contains 40802 members 
Mstep: Class 23 contains 4244 members 
Mstep: Class 24 contains 14009 members 
Mstep: Class 25 contains 41785 members 
Mstep: Class 26 contains 21288 members 
Mstep: Class 27 contains 7571 members 
Mstep: Class 28 contains 16097 members 
Entering Unmasked Estep 
Score: -147190000.000000 Penalty: 97132.609375
Splitting cluster 12 changes total score from -147079264.000000 to -147190000.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 13 (28821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28821 members 
Entering Unmasked Estep 
Score: -3539510.500000 Penalty: 2546.677246
	Iteration 0F: 2 clusters Score -3539510 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14485 members 
Mstep: Class 2 contains 14336 members 
Entering Unmasked Estep 
Score: -3519701.500000 Penalty: 5093.354492
	Iteration 0F: 3 clusters Score -3519702 nChanged 12943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14592 members 
Mstep: Class 2 contains 14229 members 
Entering Unmasked Estep 
Score: -3527170.250000 Penalty: 5093.354492
	Iteration 1F: 3 clusters Score -3527170 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14567 members 
Mstep: Class 2 contains 14254 members 
Entering Unmasked Estep 
Score: -3528406.750000 Penalty: 5093.354492
	Iteration 2F: 3 clusters Score -3528407 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14536 members 
Mstep: Class 2 contains 14285 members 
Entering Unmasked Estep 
Score: -3530734.500000 Penalty: 5093.354492
	Iteration 3F: 3 clusters Score -3530734 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14371 members 
Mstep: Class 2 contains 14450 members 
Entering Unmasked Estep 
Score: -3534471.000000 Penalty: 5093.354492
	Iteration 4F: 3 clusters Score -3534471 nChanged 2798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13929 members 
Mstep: Class 2 contains 14892 members 
Entering Unmasked Estep 
Score: -3538814.250000 Penalty: 5093.354492
	Iteration 5F: 3 clusters Score -3538814 nChanged 2915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13130 members 
Mstep: Class 2 contains 15691 members 
Entering Unmasked Estep 
Score: -3543113.500000 Penalty: 5093.354492
	Iteration 6F: 3 clusters Score -3543114 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12284 members 
Mstep: Class 2 contains 16537 members 
Entering Unmasked Estep 
Score: -3545649.000000 Penalty: 5093.354492
	Iteration 7F: 3 clusters Score -3545649 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11676 members 
Mstep: Class 2 contains 17145 members 
Entering Unmasked Estep 
Score: -3546526.000000 Penalty: 5093.354492
	Iteration 8Q: 3 clusters Score -3546526 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11312 members 
Mstep: Class 2 contains 17509 members 
Entering Unmasked Estep 
Score: -3546843.500000 Penalty: 5093.354492
	Iteration 9Q: 3 clusters Score -3546844 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11051 members 
Mstep: Class 2 contains 17770 members 
Entering Unmasked Estep 
Score: -3546983.250000 Penalty: 5093.354492
	Iteration 10Q: 3 clusters Score -3546983 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10865 members 
Mstep: Class 2 contains 17956 members 
Entering Unmasked Estep 
Score: -3547046.750000 Penalty: 5093.354492
	Iteration 11Q: 3 clusters Score -3547047 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10714 members 
Mstep: Class 2 contains 18107 members 
Entering Unmasked Estep 
Score: -3547105.750000 Penalty: 5093.354492
	Iteration 12Q: 3 clusters Score -3547106 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10580 members 
Mstep: Class 2 contains 18241 members 
Entering Unmasked Estep 
Score: -3547145.750000 Penalty: 5093.354492
	Iteration 13Q: 3 clusters Score -3547146 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10457 members 
Mstep: Class 2 contains 18364 members 
Entering Unmasked Estep 
Score: -3547175.250000 Penalty: 5093.354492
	Iteration 14Q: 3 clusters Score -3547175 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 18469 members 
Entering Unmasked Estep 
Score: -3547183.500000 Penalty: 5093.354492
	Iteration 15Q: 3 clusters Score -3547184 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 18558 members 
Entering Unmasked Estep 
Score: -3547201.250000 Penalty: 5093.354492
	Iteration 16Q: 3 clusters Score -3547201 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10176 members 
Mstep: Class 2 contains 18645 members 
Entering Unmasked Estep 
Score: -3547197.750000 Penalty: 5093.354492
	Iteration 17Q: 3 clusters Score -3547198 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Mstep: Class 2 contains 18733 members 
Entering Unmasked Estep 
Score: -3547210.500000 Penalty: 5093.354492
	Iteration 18Q: 3 clusters Score -3547210 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10007 members 
Mstep: Class 2 contains 18814 members 
Entering Unmasked Estep 
Score: -3547237.250000 Penalty: 5093.354492
	Iteration 19Q: 3 clusters Score -3547237 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 18905 members 
Entering Unmasked Estep 
Score: -3547246.500000 Penalty: 5093.354492
	Iteration 20F: 3 clusters Score -3547246 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 18981 members 
Entering Unmasked Estep 
Score: -3547256.250000 Penalty: 5093.354492
	Iteration 21Q: 3 clusters Score -3547256 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 19044 members 
Entering Unmasked Estep 
Score: -3547272.750000 Penalty: 5093.354492
	Iteration 22Q: 3 clusters Score -3547273 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 19122 members 
Entering Unmasked Estep 
Score: -3547277.000000 Penalty: 5093.354492
	Iteration 23Q: 3 clusters Score -3547277 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 19205 members 
Entering Unmasked Estep 
Score: -3547290.250000 Penalty: 5093.354492
	Iteration 24Q: 3 clusters Score -3547290 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9525 members 
Mstep: Class 2 contains 19296 members 
Entering Unmasked Estep 
Score: -3547296.750000 Penalty: 5093.354492
	Iteration 25Q: 3 clusters Score -3547297 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 19388 members 
Entering Unmasked Estep 
Score: -3547323.000000 Penalty: 5093.354492
	Iteration 26Q: 3 clusters Score -3547323 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 19504 members 
Entering Unmasked Estep 
Score: -3547343.500000 Penalty: 5093.354492
	Iteration 27Q: 3 clusters Score -3547344 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 19633 members 
Entering Unmasked Estep 
Score: -3547371.250000 Penalty: 5093.354492
	Iteration 28Q: 3 clusters Score -3547371 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 19768 members 
Entering Unmasked Estep 
Score: -3547413.500000 Penalty: 5093.354492
	Iteration 29Q: 3 clusters Score -3547414 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 19921 members 
Entering Unmasked Estep 
Score: -3547449.750000 Penalty: 5093.354492
	Iteration 30Q: 3 clusters Score -3547450 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 20110 members 
Entering Unmasked Estep 
Score: -3547518.750000 Penalty: 5093.354492
	Iteration 31Q: 3 clusters Score -3547519 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 20301 members 
Entering Unmasked Estep 
Score: -3547615.500000 Penalty: 5093.354492
	Iteration 32Q: 3 clusters Score -3547616 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 20521 members 
Entering Unmasked Estep 
Score: -3547729.750000 Penalty: 5093.354492
	Iteration 33Q: 3 clusters Score -3547730 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 20759 members 
Entering Unmasked Estep 
Score: -3547881.750000 Penalty: 5093.354492
	Iteration 34Q: 3 clusters Score -3547882 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 21014 members 
Entering Unmasked Estep 
Score: -3548079.000000 Penalty: 5093.354492
	Iteration 35Q: 3 clusters Score -3548079 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 21264 members 
Entering Unmasked Estep 
Score: -3548293.750000 Penalty: 5093.354492
	Iteration 36Q: 3 clusters Score -3548294 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 21485 members 
Entering Unmasked Estep 
Score: -3548553.250000 Penalty: 5093.354492
	Iteration 37Q: 3 clusters Score -3548553 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 21637 members 
Entering Unmasked Estep 
Score: -3548819.250000 Penalty: 5093.354492
	Iteration 38Q: 3 clusters Score -3548819 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 21735 members 
Entering Unmasked Estep 
Score: -3549116.250000 Penalty: 5093.354492
	Iteration 39Q: 3 clusters Score -3549116 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 21759 members 
Entering Unmasked Estep 
Score: -3549527.750000 Penalty: 5093.354492
	Iteration 40F: 3 clusters Score -3549528 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 21702 members 
Entering Unmasked Estep 
Score: -3549970.500000 Penalty: 5093.354492
	Iteration 41Q: 3 clusters Score -3549970 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 21594 members 
Entering Unmasked Estep 
Score: -3550375.750000 Penalty: 5093.354492
	Iteration 42Q: 3 clusters Score -3550376 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 21414 members 
Entering Unmasked Estep 
Score: -3550707.250000 Penalty: 5093.354492
	Iteration 43Q: 3 clusters Score -3550707 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 21257 members 
Entering Unmasked Estep 
Score: -3551017.000000 Penalty: 5093.354492
	Iteration 44Q: 3 clusters Score -3551017 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 21118 members 
Entering Unmasked Estep 
Score: -3551219.250000 Penalty: 5093.354492
	Iteration 45Q: 3 clusters Score -3551219 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 20994 members 
Entering Unmasked Estep 
Score: -3551329.750000 Penalty: 5093.354492
	Iteration 46Q: 3 clusters Score -3551330 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 20909 members 
Entering Unmasked Estep 
Score: -3551392.250000 Penalty: 5093.354492
	Iteration 47Q: 3 clusters Score -3551392 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 20841 members 
Entering Unmasked Estep 
Score: -3551407.500000 Penalty: 5093.354492
	Iteration 48Q: 3 clusters Score -3551408 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 20799 members 
Entering Unmasked Estep 
Score: -3551430.000000 Penalty: 5093.354492
	Iteration 49Q: 3 clusters Score -3551430 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 20775 members 
Entering Unmasked Estep 
Score: -3551438.750000 Penalty: 5093.354492
	Iteration 50Q: 3 clusters Score -3551439 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 20762 members 
Entering Unmasked Estep 
Score: -3551436.000000 Penalty: 5093.354492
	Iteration 51Q: 3 clusters Score -3551436 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 20753 members 
Entering Unmasked Estep 
Score: -3551439.000000 Penalty: 5093.354492
	Iteration 52Q: 3 clusters Score -3551439 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 20752 members 
Entering Unmasked Estep 
Score: -3551437.750000 Penalty: 5093.354492
	Iteration 53Q: 3 clusters Score -3551438 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 20752 members 
Entering Unmasked Estep 
Score: -3551461.000000 Penalty: 5093.354492
	Iteration 54F: 3 clusters Score -3551461 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 20739 members 
Entering Unmasked Estep 
Score: -3551474.000000 Penalty: 5093.354492
	Iteration 55Q: 3 clusters Score -3551474 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 20721 members 
Entering Unmasked Estep 
Score: -3551489.250000 Penalty: 5093.354492
	Iteration 56Q: 3 clusters Score -3551489 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 20715 members 
Entering Unmasked Estep 
Score: -3551490.750000 Penalty: 5093.354492
	Iteration 57Q: 3 clusters Score -3551491 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 20714 members 
Entering Unmasked Estep 
Score: -3551494.250000 Penalty: 5093.354492
	Iteration 58Q: 3 clusters Score -3551494 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 20714 members 
Entering Unmasked Estep 
Score: -3551494.250000 Penalty: 5093.354492
	Iteration 59F: 3 clusters Score -3551494 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 471 members 
Mstep: Class 1 contains 28847 members 
Mstep: Class 2 contains 13238 members 
Mstep: Class 3 contains 4173 members 
Mstep: Class 4 contains 12173 members 
Mstep: Class 5 contains 3742 members 
Mstep: Class 6 contains 2043 members 
Mstep: Class 7 contains 3968 members 
Mstep: Class 8 contains 4462 members 
Mstep: Class 9 contains 190782 members 
Mstep: Class 10 contains 8240 members 
Mstep: Class 11 contains 3167 members 
Mstep: Class 12 contains 26745 members 
Mstep: Class 13 contains 8107 members 
Mstep: Class 14 contains 36962 members 
Mstep: Class 15 contains 151149 members 
Mstep: Class 16 contains 242676 members 
Mstep: Class 17 contains 36152 members 
Mstep: Class 18 contains 59925 members 
Mstep: Class 19 contains 1303 members 
Mstep: Class 20 contains 54482 members 
Mstep: Class 21 contains 128932 members 
Mstep: Class 22 contains 40802 members 
Mstep: Class 23 contains 4244 members 
Mstep: Class 24 contains 14009 members 
Mstep: Class 25 contains 41785 members 
Mstep: Class 26 contains 21288 members 
Mstep: Class 27 contains 7571 members 
Mstep: Class 28 contains 16097 members 
Mstep: Class 29 contains 20714 members 
Entering Unmasked Estep 
Score: -147201488.000000 Penalty: 100601.632812
Splitting cluster 13 changes total score from -147079264.000000 to -147201488.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 14 (36962 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36962 members 
Entering Unmasked Estep 
Score: -4421943.000000 Penalty: 2608.376221
	Iteration 0F: 2 clusters Score -4421943 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18389 members 
Mstep: Class 2 contains 18573 members 
Entering Unmasked Estep 
Score: -4396686.000000 Penalty: 5216.752441
	Iteration 0F: 3 clusters Score -4396686 nChanged 16910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17089 members 
Mstep: Class 2 contains 19873 members 
Entering Unmasked Estep 
Score: -4406783.500000 Penalty: 5216.752441
	Iteration 1F: 3 clusters Score -4406784 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16171 members 
Mstep: Class 2 contains 20791 members 
Entering Unmasked Estep 
Score: -4408584.000000 Penalty: 5216.752441
	Iteration 2F: 3 clusters Score -4408584 nChanged 3048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14931 members 
Mstep: Class 2 contains 22031 members 
Entering Unmasked Estep 
Score: -4411262.000000 Penalty: 5216.752441
	Iteration 3F: 3 clusters Score -4411262 nChanged 3126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13579 members 
Mstep: Class 2 contains 23383 members 
Entering Unmasked Estep 
Score: -4413819.500000 Penalty: 5216.752441
	Iteration 4F: 3 clusters Score -4413820 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12482 members 
Mstep: Class 2 contains 24480 members 
Entering Unmasked Estep 
Score: -4415418.000000 Penalty: 5216.752441
	Iteration 5F: 3 clusters Score -4415418 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11583 members 
Mstep: Class 2 contains 25379 members 
Entering Unmasked Estep 
Score: -4416292.500000 Penalty: 5216.752441
	Iteration 6Q: 3 clusters Score -4416292 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10691 members 
Mstep: Class 2 contains 26271 members 
Entering Unmasked Estep 
Score: -4416944.500000 Penalty: 5216.752441
	Iteration 7Q: 3 clusters Score -4416944 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 27191 members 
Entering Unmasked Estep 
Score: -4417577.000000 Penalty: 5216.752441
	Iteration 8Q: 3 clusters Score -4417577 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 28179 members 
Entering Unmasked Estep 
Score: -4418324.500000 Penalty: 5216.752441
	Iteration 9Q: 3 clusters Score -4418324 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 29277 members 
Entering Unmasked Estep 
Score: -4419300.000000 Penalty: 5216.752441
	Iteration 10Q: 3 clusters Score -4419300 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 30343 members 
Entering Unmasked Estep 
Score: -4420483.500000 Penalty: 5216.752441
	Iteration 11Q: 3 clusters Score -4420484 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 31275 members 
Entering Unmasked Estep 
Score: -4421760.500000 Penalty: 5216.752441
	Iteration 12Q: 3 clusters Score -4421760 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 32019 members 
Entering Unmasked Estep 
Score: -4423023.500000 Penalty: 5216.752441
	Iteration 13Q: 3 clusters Score -4423024 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 32566 members 
Entering Unmasked Estep 
Score: -4424084.000000 Penalty: 5216.752441
	Iteration 14Q: 3 clusters Score -4424084 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 32956 members 
Entering Unmasked Estep 
Score: -4424886.500000 Penalty: 5216.752441
	Iteration 15Q: 3 clusters Score -4424886 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 33183 members 
Entering Unmasked Estep 
Score: -4425315.500000 Penalty: 5216.752441
	Iteration 16Q: 3 clusters Score -4425316 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 33327 members 
Entering Unmasked Estep 
Score: -4425581.500000 Penalty: 5216.752441
	Iteration 17Q: 3 clusters Score -4425582 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 33441 members 
Entering Unmasked Estep 
Score: -4425729.000000 Penalty: 5216.752441
	Iteration 18Q: 3 clusters Score -4425729 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 33516 members 
Entering Unmasked Estep 
Score: -4425821.500000 Penalty: 5216.752441
	Iteration 19Q: 3 clusters Score -4425822 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 33561 members 
Entering Unmasked Estep 
Score: -4425886.500000 Penalty: 5216.752441
	Iteration 20F: 3 clusters Score -4425886 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 33594 members 
Entering Unmasked Estep 
Score: -4425902.500000 Penalty: 5216.752441
	Iteration 21Q: 3 clusters Score -4425902 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 33623 members 
Entering Unmasked Estep 
Score: -4425929.500000 Penalty: 5216.752441
	Iteration 22Q: 3 clusters Score -4425930 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 33647 members 
Entering Unmasked Estep 
Score: -4425946.500000 Penalty: 5216.752441
	Iteration 23Q: 3 clusters Score -4425946 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 33663 members 
Entering Unmasked Estep 
Score: -4425948.000000 Penalty: 5216.752441
	Iteration 24Q: 3 clusters Score -4425948 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 33674 members 
Entering Unmasked Estep 
Score: -4425958.000000 Penalty: 5216.752441
	Iteration 25Q: 3 clusters Score -4425958 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 33677 members 
Entering Unmasked Estep 
Score: -4425965.000000 Penalty: 5216.752441
	Iteration 26Q: 3 clusters Score -4425965 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 33686 members 
Entering Unmasked Estep 
Score: -4425967.500000 Penalty: 5216.752441
	Iteration 27Q: 3 clusters Score -4425968 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 33687 members 
Entering Unmasked Estep 
Score: -4425974.500000 Penalty: 5216.752441
	Iteration 28Q: 3 clusters Score -4425974 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 33689 members 
Entering Unmasked Estep 
Score: -4425978.500000 Penalty: 5216.752441
	Iteration 29Q: 3 clusters Score -4425978 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 33692 members 
Entering Unmasked Estep 
Score: -4425978.500000 Penalty: 5216.752441
	Iteration 30Q: 3 clusters Score -4425978 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 33697 members 
Entering Unmasked Estep 
Score: -4425976.500000 Penalty: 5216.752441
	Iteration 31Q: 3 clusters Score -4425976 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 33698 members 
Entering Unmasked Estep 
Score: -4425979.000000 Penalty: 5216.752441
	Iteration 32Q: 3 clusters Score -4425979 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 33700 members 
Entering Unmasked Estep 
Score: -4425978.500000 Penalty: 5216.752441
	Iteration 33Q: 3 clusters Score -4425978 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 33701 members 
Entering Unmasked Estep 
Score: -4425979.000000 Penalty: 5216.752441
	Iteration 34Q: 3 clusters Score -4425979 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 33701 members 
Entering Unmasked Estep 
Score: -4425982.000000 Penalty: 5216.752441
	Iteration 35Q: 3 clusters Score -4425982 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 33700 members 
Entering Unmasked Estep 
Score: -4425979.500000 Penalty: 5216.752441
	Iteration 36Q: 3 clusters Score -4425980 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 33699 members 
Entering Unmasked Estep 
Score: -4425982.000000 Penalty: 5216.752441
	Iteration 37Q: 3 clusters Score -4425982 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 33699 members 
Entering Unmasked Estep 
Score: -4425982.000000 Penalty: 5216.752441
	Iteration 38F: 3 clusters Score -4425982 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 471 members 
Mstep: Class 1 contains 28847 members 
Mstep: Class 2 contains 13238 members 
Mstep: Class 3 contains 4173 members 
Mstep: Class 4 contains 12173 members 
Mstep: Class 5 contains 3742 members 
Mstep: Class 6 contains 2043 members 
Mstep: Class 7 contains 3968 members 
Mstep: Class 8 contains 4462 members 
Mstep: Class 9 contains 190782 members 
Mstep: Class 10 contains 8240 members 
Mstep: Class 11 contains 3167 members 
Mstep: Class 12 contains 26745 members 
Mstep: Class 13 contains 8107 members 
Mstep: Class 14 contains 3263 members 
Mstep: Class 15 contains 151149 members 
Mstep: Class 16 contains 242676 members 
Mstep: Class 17 contains 36152 members 
Mstep: Class 18 contains 59925 members 
Mstep: Class 19 contains 1303 members 
Mstep: Class 20 contains 54482 members 
Mstep: Class 21 contains 128932 members 
Mstep: Class 22 contains 40802 members 
Mstep: Class 23 contains 4244 members 
Mstep: Class 24 contains 14009 members 
Mstep: Class 25 contains 41785 members 
Mstep: Class 26 contains 21288 members 
Mstep: Class 27 contains 7571 members 
Mstep: Class 28 contains 16097 members 
Mstep: Class 29 contains 20714 members 
Mstep: Class 30 contains 33699 members 
Entering Unmasked Estep 
Score: -147204768.000000 Penalty: 104070.656250
Splitting cluster 14 changes total score from -147079264.000000 to -147204768.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 15 (151149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151149 members 
Entering Unmasked Estep 
Score: -19482350.000000 Penalty: 2957.653320
	Iteration 0F: 2 clusters Score -1.948235e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75551 members 
Mstep: Class 2 contains 75598 members 
Entering Unmasked Estep 
Score: -19381396.000000 Penalty: 5915.306641
	Iteration 0F: 3 clusters Score -1.93814e+07 nChanged 72131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76350 members 
Mstep: Class 2 contains 74799 members 
Entering Unmasked Estep 
Score: -19422586.000000 Penalty: 5915.306641
	Iteration 1F: 3 clusters Score -1.942259e+07 nChanged 4331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76681 members 
Mstep: Class 2 contains 74468 members 
Entering Unmasked Estep 
Score: -19423482.000000 Penalty: 5915.306641
	Iteration 2Q: 3 clusters Score -1.942348e+07 nChanged 4398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77335 members 
Mstep: Class 2 contains 73814 members 
Entering Unmasked Estep 
Score: -19424368.000000 Penalty: 5915.306641
	Iteration 3Q: 3 clusters Score -1.942437e+07 nChanged 4669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78334 members 
Mstep: Class 2 contains 72815 members 
Entering Unmasked Estep 
Score: -19425468.000000 Penalty: 5915.306641
	Iteration 4Q: 3 clusters Score -1.942547e+07 nChanged 4981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79665 members 
Mstep: Class 2 contains 71484 members 
Entering Unmasked Estep 
Score: -19426960.000000 Penalty: 5915.306641
	Iteration 5Q: 3 clusters Score -1.942696e+07 nChanged 5736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81585 members 
Mstep: Class 2 contains 69564 members 
Entering Unmasked Estep 
Score: -19429234.000000 Penalty: 5915.306641
	Iteration 6Q: 3 clusters Score -1.942923e+07 nChanged 6829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84208 members 
Mstep: Class 2 contains 66941 members 
Entering Unmasked Estep 
Score: -19432472.000000 Penalty: 5915.306641
	Iteration 7Q: 3 clusters Score -1.943247e+07 nChanged 8099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87849 members 
Mstep: Class 2 contains 63300 members 
Entering Unmasked Estep 
Score: -19436814.000000 Penalty: 5915.306641
	Iteration 8F: 3 clusters Score -1.943681e+07 nChanged 8951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92770 members 
Mstep: Class 2 contains 58379 members 
Entering Unmasked Estep 
Score: -19441680.000000 Penalty: 5915.306641
	Iteration 9F: 3 clusters Score -1.944168e+07 nChanged 8910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98676 members 
Mstep: Class 2 contains 52473 members 
Entering Unmasked Estep 
Score: -19446654.000000 Penalty: 5915.306641
	Iteration 10F: 3 clusters Score -1.944665e+07 nChanged 8389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105095 members 
Mstep: Class 2 contains 46054 members 
Entering Unmasked Estep 
Score: -19451378.000000 Penalty: 5915.306641
	Iteration 11F: 3 clusters Score -1.945138e+07 nChanged 7609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111686 members 
Mstep: Class 2 contains 39463 members 
Entering Unmasked Estep 
Score: -19456044.000000 Penalty: 5915.306641
	Iteration 12F: 3 clusters Score -1.945604e+07 nChanged 6939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118147 members 
Mstep: Class 2 contains 33002 members 
Entering Unmasked Estep 
Score: -19460542.000000 Penalty: 5915.306641
	Iteration 13Q: 3 clusters Score -1.946054e+07 nChanged 6423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124380 members 
Mstep: Class 2 contains 26769 members 
Entering Unmasked Estep 
Score: -19465110.000000 Penalty: 5915.306641
	Iteration 14Q: 3 clusters Score -1.946511e+07 nChanged 5826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130156 members 
Mstep: Class 2 contains 20993 members 
Entering Unmasked Estep 
Score: -19469224.000000 Penalty: 5915.306641
	Iteration 15Q: 3 clusters Score -1.946922e+07 nChanged 5254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135396 members 
Mstep: Class 2 contains 15753 members 
Entering Unmasked Estep 
Score: -19473354.000000 Penalty: 5915.306641
	Iteration 16Q: 3 clusters Score -1.947335e+07 nChanged 4435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139827 members 
Mstep: Class 2 contains 11322 members 
Entering Unmasked Estep 
Score: -19477112.000000 Penalty: 5915.306641
	Iteration 17Q: 3 clusters Score -1.947711e+07 nChanged 3314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143141 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -19479906.000000 Penalty: 5915.306641
	Iteration 18Q: 3 clusters Score -1.947991e+07 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145238 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -19481982.000000 Penalty: 5915.306641
	Iteration 19Q: 3 clusters Score -1.948198e+07 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146421 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -19483264.000000 Penalty: 5915.306641
	Iteration 20F: 3 clusters Score -1.948326e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147062 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -19483878.000000 Penalty: 5915.306641
	Iteration 21Q: 3 clusters Score -1.948388e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147454 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -19484126.000000 Penalty: 5915.306641
	Iteration 22Q: 3 clusters Score -1.948413e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147739 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -19484316.000000 Penalty: 5915.306641
	Iteration 23Q: 3 clusters Score -1.948432e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147951 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -19484442.000000 Penalty: 5915.306641
	Iteration 24Q: 3 clusters Score -1.948444e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148109 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -19484520.000000 Penalty: 5915.306641
	Iteration 25Q: 3 clusters Score -1.948452e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148240 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -19484558.000000 Penalty: 5915.306641
	Iteration 26Q: 3 clusters Score -1.948456e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148357 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -19484634.000000 Penalty: 5915.306641
	Iteration 27Q: 3 clusters Score -1.948463e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148458 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -19484706.000000 Penalty: 5915.306641
	Iteration 28Q: 3 clusters Score -1.948471e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148526 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -19484752.000000 Penalty: 5915.306641
	Iteration 29Q: 3 clusters Score -1.948475e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148586 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -19484752.000000 Penalty: 5915.306641
	Iteration 30Q: 3 clusters Score -1.948475e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148628 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -19484778.000000 Penalty: 5915.306641
	Iteration 31Q: 3 clusters Score -1.948478e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148659 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -19484744.000000 Penalty: 5915.306641
	Iteration 32Q: 3 clusters Score -1.948474e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148682 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -19484742.000000 Penalty: 5915.306641
	Iteration 33Q: 3 clusters Score -1.948474e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148700 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -19484752.000000 Penalty: 5915.306641
	Iteration 34Q: 3 clusters Score -1.948475e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148713 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -19484766.000000 Penalty: 5915.306641
	Iteration 35Q: 3 clusters Score -1.948477e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148719 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -19484754.000000 Penalty: 5915.306641
	Iteration 36Q: 3 clusters Score -1.948475e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148721 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -19484758.000000 Penalty: 5915.306641
	Iteration 37Q: 3 clusters Score -1.948476e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148725 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -19484760.000000 Penalty: 5915.306641
	Iteration 38Q: 3 clusters Score -1.948476e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148727 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -19484746.000000 Penalty: 5915.306641
	Iteration 39Q: 3 clusters Score -1.948475e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148730 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -19484744.000000 Penalty: 5915.306641
	Iteration 40F: 3 clusters Score -1.948474e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148731 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -19484740.000000 Penalty: 5915.306641
	Iteration 41Q: 3 clusters Score -1.948474e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148731 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -19484740.000000 Penalty: 5915.306641
	Iteration 42F: 3 clusters Score -1.948474e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 471 members 
Mstep: Class 1 contains 28847 members 
Mstep: Class 2 contains 13238 members 
Mstep: Class 3 contains 4173 members 
Mstep: Class 4 contains 12173 members 
Mstep: Class 5 contains 3742 members 
Mstep: Class 6 contains 2043 members 
Mstep: Class 7 contains 3968 members 
Mstep: Class 8 contains 4462 members 
Mstep: Class 9 contains 190782 members 
Mstep: Class 10 contains 8240 members 
Mstep: Class 11 contains 3167 members 
Mstep: Class 12 contains 26745 members 
Mstep: Class 13 contains 8107 members 
Mstep: Class 14 contains 3263 members 
Mstep: Class 15 contains 148731 members 
Mstep: Class 16 contains 242676 members 
Mstep: Class 17 contains 36152 members 
Mstep: Class 18 contains 59925 members 
Mstep: Class 19 contains 1303 members 
Mstep: Class 20 contains 54482 members 
Mstep: Class 21 contains 128932 members 
Mstep: Class 22 contains 40802 members 
Mstep: Class 23 contains 4244 members 
Mstep: Class 24 contains 14009 members 
Mstep: Class 25 contains 41785 members 
Mstep: Class 26 contains 21288 members 
Mstep: Class 27 contains 7571 members 
Mstep: Class 28 contains 16097 members 
Mstep: Class 29 contains 20714 members 
Mstep: Class 30 contains 33699 members 
Mstep: Class 31 contains 2418 members 
Entering Unmasked Estep 
Score: -147206768.000000 Penalty: 107539.679688
Splitting cluster 15 changes total score from -147079264.000000 to -147206768.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 16 (242676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242676 members 
Entering Unmasked Estep 
Score: -31335292.000000 Penalty: 3075.071777
	Iteration 0F: 2 clusters Score -3.133529e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121173 members 
Mstep: Class 2 contains 121503 members 
Entering Unmasked Estep 
Score: -31205728.000000 Penalty: 6150.143555
	Iteration 0F: 3 clusters Score -3.120573e+07 nChanged 116762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120149 members 
Mstep: Class 2 contains 122527 members 
Entering Unmasked Estep 
Score: -31274130.000000 Penalty: 6150.143555
	Iteration 1F: 3 clusters Score -3.127413e+07 nChanged 5657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119408 members 
Mstep: Class 2 contains 123268 members 
Entering Unmasked Estep 
Score: -31275142.000000 Penalty: 6150.143555
	Iteration 2Q: 3 clusters Score -3.127514e+07 nChanged 5964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118144 members 
Mstep: Class 2 contains 124532 members 
Entering Unmasked Estep 
Score: -31276366.000000 Penalty: 6150.143555
	Iteration 3Q: 3 clusters Score -3.127637e+07 nChanged 6838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116060 members 
Mstep: Class 2 contains 126616 members 
Entering Unmasked Estep 
Score: -31278458.000000 Penalty: 6150.143555
	Iteration 4Q: 3 clusters Score -3.127846e+07 nChanged 8029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112971 members 
Mstep: Class 2 contains 129705 members 
Entering Unmasked Estep 
Score: -31281234.000000 Penalty: 6150.143555
	Iteration 5Q: 3 clusters Score -3.128123e+07 nChanged 9701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108686 members 
Mstep: Class 2 contains 133990 members 
Entering Unmasked Estep 
Score: -31285202.000000 Penalty: 6150.143555
	Iteration 6Q: 3 clusters Score -3.12852e+07 nChanged 11434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103220 members 
Mstep: Class 2 contains 139456 members 
Entering Unmasked Estep 
Score: -31290840.000000 Penalty: 6150.143555
	Iteration 7Q: 3 clusters Score -3.129084e+07 nChanged 12833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97083 members 
Mstep: Class 2 contains 145593 members 
Entering Unmasked Estep 
Score: -31297616.000000 Penalty: 6150.143555
	Iteration 8F: 3 clusters Score -3.129762e+07 nChanged 13736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91069 members 
Mstep: Class 2 contains 151607 members 
Entering Unmasked Estep 
Score: -31305790.000000 Penalty: 6150.143555
	Iteration 9F: 3 clusters Score -3.130579e+07 nChanged 14442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85801 members 
Mstep: Class 2 contains 156875 members 
Entering Unmasked Estep 
Score: -31315630.000000 Penalty: 6150.143555
	Iteration 10F: 3 clusters Score -3.131563e+07 nChanged 14009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82456 members 
Mstep: Class 2 contains 160220 members 
Entering Unmasked Estep 
Score: -31324766.000000 Penalty: 6150.143555
	Iteration 11F: 3 clusters Score -3.132477e+07 nChanged 11667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80949 members 
Mstep: Class 2 contains 161727 members 
Entering Unmasked Estep 
Score: -31330546.000000 Penalty: 6150.143555
	Iteration 12Q: 3 clusters Score -3.133055e+07 nChanged 8027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80270 members 
Mstep: Class 2 contains 162406 members 
Entering Unmasked Estep 
Score: -31332922.000000 Penalty: 6150.143555
	Iteration 13Q: 3 clusters Score -3.133292e+07 nChanged 4806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79804 members 
Mstep: Class 2 contains 162872 members 
Entering Unmasked Estep 
Score: -31333856.000000 Penalty: 6150.143555
	Iteration 14Q: 3 clusters Score -3.133386e+07 nChanged 3039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79371 members 
Mstep: Class 2 contains 163305 members 
Entering Unmasked Estep 
Score: -31334384.000000 Penalty: 6150.143555
	Iteration 15Q: 3 clusters Score -3.133438e+07 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78929 members 
Mstep: Class 2 contains 163747 members 
Entering Unmasked Estep 
Score: -31334670.000000 Penalty: 6150.143555
	Iteration 16Q: 3 clusters Score -3.133467e+07 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78519 members 
Mstep: Class 2 contains 164157 members 
Entering Unmasked Estep 
Score: -31335142.000000 Penalty: 6150.143555
	Iteration 17Q: 3 clusters Score -3.133514e+07 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78136 members 
Mstep: Class 2 contains 164540 members 
Entering Unmasked Estep 
Score: -31335544.000000 Penalty: 6150.143555
	Iteration 18Q: 3 clusters Score -3.133554e+07 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77792 members 
Mstep: Class 2 contains 164884 members 
Entering Unmasked Estep 
Score: -31335812.000000 Penalty: 6150.143555
	Iteration 19Q: 3 clusters Score -3.133581e+07 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77411 members 
Mstep: Class 2 contains 165265 members 
Entering Unmasked Estep 
Score: -31336090.000000 Penalty: 6150.143555
	Iteration 20F: 3 clusters Score -3.133609e+07 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77103 members 
Mstep: Class 2 contains 165573 members 
Entering Unmasked Estep 
Score: -31336462.000000 Penalty: 6150.143555
	Iteration 21Q: 3 clusters Score -3.133646e+07 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76878 members 
Mstep: Class 2 contains 165798 members 
Entering Unmasked Estep 
Score: -31336698.000000 Penalty: 6150.143555
	Iteration 22Q: 3 clusters Score -3.13367e+07 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76639 members 
Mstep: Class 2 contains 166037 members 
Entering Unmasked Estep 
Score: -31336838.000000 Penalty: 6150.143555
	Iteration 23Q: 3 clusters Score -3.133684e+07 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76431 members 
Mstep: Class 2 contains 166245 members 
Entering Unmasked Estep 
Score: -31337032.000000 Penalty: 6150.143555
	Iteration 24Q: 3 clusters Score -3.133703e+07 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76177 members 
Mstep: Class 2 contains 166499 members 
Entering Unmasked Estep 
Score: -31337354.000000 Penalty: 6150.143555
	Iteration 25Q: 3 clusters Score -3.133735e+07 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75923 members 
Mstep: Class 2 contains 166753 members 
Entering Unmasked Estep 
Score: -31337644.000000 Penalty: 6150.143555
	Iteration 26Q: 3 clusters Score -3.133764e+07 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75669 members 
Mstep: Class 2 contains 167007 members 
Entering Unmasked Estep 
Score: -31337922.000000 Penalty: 6150.143555
	Iteration 27Q: 3 clusters Score -3.133792e+07 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75450 members 
Mstep: Class 2 contains 167226 members 
Entering Unmasked Estep 
Score: -31338256.000000 Penalty: 6150.143555
	Iteration 28Q: 3 clusters Score -3.133826e+07 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75223 members 
Mstep: Class 2 contains 167453 members 
Entering Unmasked Estep 
Score: -31338448.000000 Penalty: 6150.143555
	Iteration 29Q: 3 clusters Score -3.133845e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74980 members 
Mstep: Class 2 contains 167696 members 
Entering Unmasked Estep 
Score: -31338648.000000 Penalty: 6150.143555
	Iteration 30Q: 3 clusters Score -3.133865e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74727 members 
Mstep: Class 2 contains 167949 members 
Entering Unmasked Estep 
Score: -31338842.000000 Penalty: 6150.143555
	Iteration 31Q: 3 clusters Score -3.133884e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74427 members 
Mstep: Class 2 contains 168249 members 
Entering Unmasked Estep 
Score: -31339122.000000 Penalty: 6150.143555
	Iteration 32Q: 3 clusters Score -3.133912e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74084 members 
Mstep: Class 2 contains 168592 members 
Entering Unmasked Estep 
Score: -31339440.000000 Penalty: 6150.143555
	Iteration 33Q: 3 clusters Score -3.133944e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73732 members 
Mstep: Class 2 contains 168944 members 
Entering Unmasked Estep 
Score: -31339712.000000 Penalty: 6150.143555
	Iteration 34Q: 3 clusters Score -3.133971e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73334 members 
Mstep: Class 2 contains 169342 members 
Entering Unmasked Estep 
Score: -31339856.000000 Penalty: 6150.143555
	Iteration 35Q: 3 clusters Score -3.133986e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72863 members 
Mstep: Class 2 contains 169813 members 
Entering Unmasked Estep 
Score: -31339930.000000 Penalty: 6150.143555
	Iteration 36Q: 3 clusters Score -3.133993e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72307 members 
Mstep: Class 2 contains 170369 members 
Entering Unmasked Estep 
Score: -31340140.000000 Penalty: 6150.143555
	Iteration 37Q: 3 clusters Score -3.134014e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71680 members 
Mstep: Class 2 contains 170996 members 
Entering Unmasked Estep 
Score: -31340346.000000 Penalty: 6150.143555
	Iteration 38Q: 3 clusters Score -3.134035e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70990 members 
Mstep: Class 2 contains 171686 members 
Entering Unmasked Estep 
Score: -31340572.000000 Penalty: 6150.143555
	Iteration 39Q: 3 clusters Score -3.134057e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70247 members 
Mstep: Class 2 contains 172429 members 
Entering Unmasked Estep 
Score: -31340646.000000 Penalty: 6150.143555
	Iteration 40F: 3 clusters Score -3.134065e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69441 members 
Mstep: Class 2 contains 173235 members 
Entering Unmasked Estep 
Score: -31340788.000000 Penalty: 6150.143555
	Iteration 41Q: 3 clusters Score -3.134079e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68584 members 
Mstep: Class 2 contains 174092 members 
Entering Unmasked Estep 
Score: -31341008.000000 Penalty: 6150.143555
	Iteration 42Q: 3 clusters Score -3.134101e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67669 members 
Mstep: Class 2 contains 175007 members 
Entering Unmasked Estep 
Score: -31341302.000000 Penalty: 6150.143555
	Iteration 43Q: 3 clusters Score -3.13413e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66710 members 
Mstep: Class 2 contains 175966 members 
Entering Unmasked Estep 
Score: -31341498.000000 Penalty: 6150.143555
	Iteration 44Q: 3 clusters Score -3.13415e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65650 members 
Mstep: Class 2 contains 177026 members 
Entering Unmasked Estep 
Score: -31341624.000000 Penalty: 6150.143555
	Iteration 45Q: 3 clusters Score -3.134162e+07 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64484 members 
Mstep: Class 2 contains 178192 members 
Entering Unmasked Estep 
Score: -31341658.000000 Penalty: 6150.143555
	Iteration 46Q: 3 clusters Score -3.134166e+07 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63281 members 
Mstep: Class 2 contains 179395 members 
Entering Unmasked Estep 
Score: -31341728.000000 Penalty: 6150.143555
	Iteration 47Q: 3 clusters Score -3.134173e+07 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61928 members 
Mstep: Class 2 contains 180748 members 
Entering Unmasked Estep 
Score: -31341844.000000 Penalty: 6150.143555
	Iteration 48Q: 3 clusters Score -3.134184e+07 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60482 members 
Mstep: Class 2 contains 182194 members 
Entering Unmasked Estep 
Score: -31341892.000000 Penalty: 6150.143555
	Iteration 49Q: 3 clusters Score -3.134189e+07 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58916 members 
Mstep: Class 2 contains 183760 members 
Entering Unmasked Estep 
Score: -31341956.000000 Penalty: 6150.143555
	Iteration 50Q: 3 clusters Score -3.134196e+07 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57229 members 
Mstep: Class 2 contains 185447 members 
Entering Unmasked Estep 
Score: -31342072.000000 Penalty: 6150.143555
	Iteration 51Q: 3 clusters Score -3.134207e+07 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55455 members 
Mstep: Class 2 contains 187221 members 
Entering Unmasked Estep 
Score: -31342080.000000 Penalty: 6150.143555
	Iteration 52Q: 3 clusters Score -3.134208e+07 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53681 members 
Mstep: Class 2 contains 188995 members 
Entering Unmasked Estep 
Score: -31342154.000000 Penalty: 6150.143555
	Iteration 53Q: 3 clusters Score -3.134215e+07 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51852 members 
Mstep: Class 2 contains 190824 members 
Entering Unmasked Estep 
Score: -31342034.000000 Penalty: 6150.143555
	Iteration 54Q: 3 clusters Score -3.134203e+07 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49926 members 
Mstep: Class 2 contains 192750 members 
Entering Unmasked Estep 
Score: -31341902.000000 Penalty: 6150.143555
	Iteration 55Q: 3 clusters Score -3.13419e+07 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47970 members 
Mstep: Class 2 contains 194706 members 
Entering Unmasked Estep 
Score: -31341714.000000 Penalty: 6150.143555
	Iteration 56Q: 3 clusters Score -3.134171e+07 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46043 members 
Mstep: Class 2 contains 196633 members 
Entering Unmasked Estep 
Score: -31341380.000000 Penalty: 6150.143555
	Iteration 57Q: 3 clusters Score -3.134138e+07 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44148 members 
Mstep: Class 2 contains 198528 members 
Entering Unmasked Estep 
Score: -31340990.000000 Penalty: 6150.143555
	Iteration 58Q: 3 clusters Score -3.134099e+07 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42289 members 
Mstep: Class 2 contains 200387 members 
Entering Unmasked Estep 
Score: -31340612.000000 Penalty: 6150.143555
	Iteration 59Q: 3 clusters Score -3.134061e+07 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40520 members 
Mstep: Class 2 contains 202156 members 
Entering Unmasked Estep 
Score: -31340250.000000 Penalty: 6150.143555
	Iteration 60F: 3 clusters Score -3.134025e+07 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38757 members 
Mstep: Class 2 contains 203919 members 
Entering Unmasked Estep 
Score: -31339978.000000 Penalty: 6150.143555
	Iteration 61Q: 3 clusters Score -3.133998e+07 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36973 members 
Mstep: Class 2 contains 205703 members 
Entering Unmasked Estep 
Score: -31339608.000000 Penalty: 6150.143555
	Iteration 62Q: 3 clusters Score -3.133961e+07 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35285 members 
Mstep: Class 2 contains 207391 members 
Entering Unmasked Estep 
Score: -31339124.000000 Penalty: 6150.143555
	Iteration 63Q: 3 clusters Score -3.133912e+07 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33647 members 
Mstep: Class 2 contains 209029 members 
Entering Unmasked Estep 
Score: -31338646.000000 Penalty: 6150.143555
	Iteration 64Q: 3 clusters Score -3.133865e+07 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32127 members 
Mstep: Class 2 contains 210549 members 
Entering Unmasked Estep 
Score: -31338270.000000 Penalty: 6150.143555
	Iteration 65Q: 3 clusters Score -3.133827e+07 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30702 members 
Mstep: Class 2 contains 211974 members 
Entering Unmasked Estep 
Score: -31338014.000000 Penalty: 6150.143555
	Iteration 66Q: 3 clusters Score -3.133801e+07 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29337 members 
Mstep: Class 2 contains 213339 members 
Entering Unmasked Estep 
Score: -31337706.000000 Penalty: 6150.143555
	Iteration 67Q: 3 clusters Score -3.133771e+07 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27972 members 
Mstep: Class 2 contains 214704 members 
Entering Unmasked Estep 
Score: -31337500.000000 Penalty: 6150.143555
	Iteration 68Q: 3 clusters Score -3.13375e+07 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26621 members 
Mstep: Class 2 contains 216055 members 
Entering Unmasked Estep 
Score: -31337158.000000 Penalty: 6150.143555
	Iteration 69Q: 3 clusters Score -3.133716e+07 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25375 members 
Mstep: Class 2 contains 217301 members 
Entering Unmasked Estep 
Score: -31336782.000000 Penalty: 6150.143555
	Iteration 70Q: 3 clusters Score -3.133678e+07 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24158 members 
Mstep: Class 2 contains 218518 members 
Entering Unmasked Estep 
Score: -31336616.000000 Penalty: 6150.143555
	Iteration 71Q: 3 clusters Score -3.133662e+07 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22977 members 
Mstep: Class 2 contains 219699 members 
Entering Unmasked Estep 
Score: -31336432.000000 Penalty: 6150.143555
	Iteration 72Q: 3 clusters Score -3.133643e+07 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21812 members 
Mstep: Class 2 contains 220864 members 
Entering Unmasked Estep 
Score: -31336238.000000 Penalty: 6150.143555
	Iteration 73Q: 3 clusters Score -3.133624e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20712 members 
Mstep: Class 2 contains 221964 members 
Entering Unmasked Estep 
Score: -31336084.000000 Penalty: 6150.143555
	Iteration 74Q: 3 clusters Score -3.133608e+07 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19760 members 
Mstep: Class 2 contains 222916 members 
Entering Unmasked Estep 
Score: -31335904.000000 Penalty: 6150.143555
	Iteration 75Q: 3 clusters Score -3.13359e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18841 members 
Mstep: Class 2 contains 223835 members 
Entering Unmasked Estep 
Score: -31335720.000000 Penalty: 6150.143555
	Iteration 76Q: 3 clusters Score -3.133572e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17999 members 
Mstep: Class 2 contains 224677 members 
Entering Unmasked Estep 
Score: -31335586.000000 Penalty: 6150.143555
	Iteration 77Q: 3 clusters Score -3.133559e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17199 members 
Mstep: Class 2 contains 225477 members 
Entering Unmasked Estep 
Score: -31335412.000000 Penalty: 6150.143555
	Iteration 78Q: 3 clusters Score -3.133541e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16486 members 
Mstep: Class 2 contains 226190 members 
Entering Unmasked Estep 
Score: -31335248.000000 Penalty: 6150.143555
	Iteration 79Q: 3 clusters Score -3.133525e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15853 members 
Mstep: Class 2 contains 226823 members 
Entering Unmasked Estep 
Score: -31335096.000000 Penalty: 6150.143555
	Iteration 80F: 3 clusters Score -3.13351e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15267 members 
Mstep: Class 2 contains 227409 members 
Entering Unmasked Estep 
Score: -31335076.000000 Penalty: 6150.143555
	Iteration 81Q: 3 clusters Score -3.133508e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14724 members 
Mstep: Class 2 contains 227952 members 
Entering Unmasked Estep 
Score: -31334966.000000 Penalty: 6150.143555
	Iteration 82Q: 3 clusters Score -3.133497e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14199 members 
Mstep: Class 2 contains 228477 members 
Entering Unmasked Estep 
Score: -31334844.000000 Penalty: 6150.143555
	Iteration 83Q: 3 clusters Score -3.133484e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13724 members 
Mstep: Class 2 contains 228952 members 
Entering Unmasked Estep 
Score: -31334874.000000 Penalty: 6150.143555
	Iteration 84Q: 3 clusters Score -3.133487e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13271 members 
Mstep: Class 2 contains 229405 members 
Entering Unmasked Estep 
Score: -31334680.000000 Penalty: 6150.143555
	Iteration 85Q: 3 clusters Score -3.133468e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12851 members 
Mstep: Class 2 contains 229825 members 
Entering Unmasked Estep 
Score: -31334658.000000 Penalty: 6150.143555
	Iteration 86Q: 3 clusters Score -3.133466e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12423 members 
Mstep: Class 2 contains 230253 members 
Entering Unmasked Estep 
Score: -31334532.000000 Penalty: 6150.143555
	Iteration 87Q: 3 clusters Score -3.133453e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12037 members 
Mstep: Class 2 contains 230639 members 
Entering Unmasked Estep 
Score: -31334492.000000 Penalty: 6150.143555
	Iteration 88Q: 3 clusters Score -3.133449e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11683 members 
Mstep: Class 2 contains 230993 members 
Entering Unmasked Estep 
Score: -31334426.000000 Penalty: 6150.143555
	Iteration 89Q: 3 clusters Score -3.133443e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11354 members 
Mstep: Class 2 contains 231322 members 
Entering Unmasked Estep 
Score: -31334308.000000 Penalty: 6150.143555
	Iteration 90Q: 3 clusters Score -3.133431e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11041 members 
Mstep: Class 2 contains 231635 members 
Entering Unmasked Estep 
Score: -31334302.000000 Penalty: 6150.143555
	Iteration 91Q: 3 clusters Score -3.13343e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10750 members 
Mstep: Class 2 contains 231926 members 
Entering Unmasked Estep 
Score: -31334194.000000 Penalty: 6150.143555
	Iteration 92Q: 3 clusters Score -3.133419e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 232196 members 
Entering Unmasked Estep 
Score: -31334182.000000 Penalty: 6150.143555
	Iteration 93Q: 3 clusters Score -3.133418e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10240 members 
Mstep: Class 2 contains 232436 members 
Entering Unmasked Estep 
Score: -31334142.000000 Penalty: 6150.143555
	Iteration 94Q: 3 clusters Score -3.133414e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 232651 members 
Entering Unmasked Estep 
Score: -31334088.000000 Penalty: 6150.143555
	Iteration 95Q: 3 clusters Score -3.133409e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 232872 members 
Entering Unmasked Estep 
Score: -31334096.000000 Penalty: 6150.143555
	Iteration 96Q: 3 clusters Score -3.13341e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 233096 members 
Entering Unmasked Estep 
Score: -31333990.000000 Penalty: 6150.143555
	Iteration 97Q: 3 clusters Score -3.133399e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 233306 members 
Entering Unmasked Estep 
Score: -31333962.000000 Penalty: 6150.143555
	Iteration 98Q: 3 clusters Score -3.133396e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 233510 members 
Entering Unmasked Estep 
Score: -31333986.000000 Penalty: 6150.143555
	Iteration 99Q: 3 clusters Score -3.133399e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 233713 members 
Entering Unmasked Estep 
Score: -31334000.000000 Penalty: 6150.143555
	Iteration 100F: 3 clusters Score -3.1334e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 233915 members 
Entering Unmasked Estep 
Score: -31334032.000000 Penalty: 6150.143555
	Iteration 101Q: 3 clusters Score -3.133403e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 234097 members 
Entering Unmasked Estep 
Score: -31334050.000000 Penalty: 6150.143555
	Iteration 102Q: 3 clusters Score -3.133405e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 234261 members 
Entering Unmasked Estep 
Score: -31334076.000000 Penalty: 6150.143555
	Iteration 103Q: 3 clusters Score -3.133408e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 234423 members 
Entering Unmasked Estep 
Score: -31334038.000000 Penalty: 6150.143555
	Iteration 104Q: 3 clusters Score -3.133404e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 234586 members 
Entering Unmasked Estep 
Score: -31334018.000000 Penalty: 6150.143555
	Iteration 105Q: 3 clusters Score -3.133402e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 234736 members 
Entering Unmasked Estep 
Score: -31334004.000000 Penalty: 6150.143555
	Iteration 106Q: 3 clusters Score -3.1334e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 234890 members 
Entering Unmasked Estep 
Score: -31334054.000000 Penalty: 6150.143555
	Iteration 107Q: 3 clusters Score -3.133405e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 235045 members 
Entering Unmasked Estep 
Score: -31334060.000000 Penalty: 6150.143555
	Iteration 108Q: 3 clusters Score -3.133406e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 235179 members 
Entering Unmasked Estep 
Score: -31333988.000000 Penalty: 6150.143555
	Iteration 109Q: 3 clusters Score -3.133399e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 235297 members 
Entering Unmasked Estep 
Score: -31334010.000000 Penalty: 6150.143555
	Iteration 110Q: 3 clusters Score -3.133401e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 235405 members 
Entering Unmasked Estep 
Score: -31334018.000000 Penalty: 6150.143555
	Iteration 111Q: 3 clusters Score -3.133402e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 235502 members 
Entering Unmasked Estep 
Score: -31333962.000000 Penalty: 6150.143555
	Iteration 112Q: 3 clusters Score -3.133396e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 235602 members 
Entering Unmasked Estep 
Score: -31333898.000000 Penalty: 6150.143555
	Iteration 113Q: 3 clusters Score -3.13339e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 235698 members 
Entering Unmasked Estep 
Score: -31333890.000000 Penalty: 6150.143555
	Iteration 114Q: 3 clusters Score -3.133389e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 235796 members 
Entering Unmasked Estep 
Score: -31333910.000000 Penalty: 6150.143555
	Iteration 115Q: 3 clusters Score -3.133391e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 235874 members 
Entering Unmasked Estep 
Score: -31333904.000000 Penalty: 6150.143555
	Iteration 116Q: 3 clusters Score -3.13339e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 235952 members 
Entering Unmasked Estep 
Score: -31333902.000000 Penalty: 6150.143555
	Iteration 117Q: 3 clusters Score -3.13339e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 236033 members 
Entering Unmasked Estep 
Score: -31333832.000000 Penalty: 6150.143555
	Iteration 118Q: 3 clusters Score -3.133383e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 236116 members 
Entering Unmasked Estep 
Score: -31333824.000000 Penalty: 6150.143555
	Iteration 119Q: 3 clusters Score -3.133382e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 236184 members 
Entering Unmasked Estep 
Score: -31333826.000000 Penalty: 6150.143555
	Iteration 120F: 3 clusters Score -3.133383e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 236257 members 
Entering Unmasked Estep 
Score: -31333820.000000 Penalty: 6150.143555
	Iteration 121Q: 3 clusters Score -3.133382e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 236327 members 
Entering Unmasked Estep 
Score: -31333800.000000 Penalty: 6150.143555
	Iteration 122Q: 3 clusters Score -3.13338e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 236406 members 
Entering Unmasked Estep 
Score: -31333852.000000 Penalty: 6150.143555
	Iteration 123Q: 3 clusters Score -3.133385e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 236468 members 
Entering Unmasked Estep 
Score: -31333850.000000 Penalty: 6150.143555
	Iteration 124Q: 3 clusters Score -3.133385e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 236511 members 
Entering Unmasked Estep 
Score: -31333862.000000 Penalty: 6150.143555
	Iteration 125Q: 3 clusters Score -3.133386e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 236549 members 
Entering Unmasked Estep 
Score: -31333850.000000 Penalty: 6150.143555
	Iteration 126Q: 3 clusters Score -3.133385e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 236595 members 
Entering Unmasked Estep 
Score: -31333874.000000 Penalty: 6150.143555
	Iteration 127Q: 3 clusters Score -3.133387e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 236636 members 
Entering Unmasked Estep 
Score: -31333836.000000 Penalty: 6150.143555
	Iteration 128Q: 3 clusters Score -3.133384e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 236660 members 
Entering Unmasked Estep 
Score: -31333796.000000 Penalty: 6150.143555
	Iteration 129Q: 3 clusters Score -3.13338e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 236689 members 
Entering Unmasked Estep 
Score: -31333814.000000 Penalty: 6150.143555
	Iteration 130Q: 3 clusters Score -3.133381e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 236720 members 
Entering Unmasked Estep 
Score: -31333832.000000 Penalty: 6150.143555
	Iteration 131Q: 3 clusters Score -3.133383e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 236755 members 
Entering Unmasked Estep 
Score: -31333848.000000 Penalty: 6150.143555
	Iteration 132Q: 3 clusters Score -3.133385e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 236786 members 
Entering Unmasked Estep 
Score: -31333854.000000 Penalty: 6150.143555
	Iteration 133Q: 3 clusters Score -3.133385e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 236827 members 
Entering Unmasked Estep 
Score: -31333858.000000 Penalty: 6150.143555
	Iteration 134Q: 3 clusters Score -3.133386e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 236867 members 
Entering Unmasked Estep 
Score: -31333844.000000 Penalty: 6150.143555
	Iteration 135Q: 3 clusters Score -3.133384e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 236895 members 
Entering Unmasked Estep 
Score: -31333846.000000 Penalty: 6150.143555
	Iteration 136Q: 3 clusters Score -3.133385e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 236928 members 
Entering Unmasked Estep 
Score: -31333824.000000 Penalty: 6150.143555
	Iteration 137Q: 3 clusters Score -3.133382e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 236950 members 
Entering Unmasked Estep 
Score: -31333856.000000 Penalty: 6150.143555
	Iteration 138Q: 3 clusters Score -3.133386e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 236971 members 
Entering Unmasked Estep 
Score: -31333826.000000 Penalty: 6150.143555
	Iteration 139Q: 3 clusters Score -3.133383e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 237007 members 
Entering Unmasked Estep 
Score: -31333858.000000 Penalty: 6150.143555
	Iteration 140F: 3 clusters Score -3.133386e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 237038 members 
Entering Unmasked Estep 
Score: -31333876.000000 Penalty: 6150.143555
	Iteration 141Q: 3 clusters Score -3.133388e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 237060 members 
Entering Unmasked Estep 
Score: -31333898.000000 Penalty: 6150.143555
	Iteration 142Q: 3 clusters Score -3.13339e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 237099 members 
Entering Unmasked Estep 
Score: -31333898.000000 Penalty: 6150.143555
	Iteration 143Q: 3 clusters Score -3.13339e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 237141 members 
Entering Unmasked Estep 
Score: -31333880.000000 Penalty: 6150.143555
	Iteration 144Q: 3 clusters Score -3.133388e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 237179 members 
Entering Unmasked Estep 
Score: -31333896.000000 Penalty: 6150.143555
	Iteration 145Q: 3 clusters Score -3.13339e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 237216 members 
Entering Unmasked Estep 
Score: -31333868.000000 Penalty: 6150.143555
	Iteration 146Q: 3 clusters Score -3.133387e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 237246 members 
Entering Unmasked Estep 
Score: -31333840.000000 Penalty: 6150.143555
	Iteration 147Q: 3 clusters Score -3.133384e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 237271 members 
Entering Unmasked Estep 
Score: -31333826.000000 Penalty: 6150.143555
	Iteration 148Q: 3 clusters Score -3.133383e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 237287 members 
Entering Unmasked Estep 
Score: -31333844.000000 Penalty: 6150.143555
	Iteration 149Q: 3 clusters Score -3.133384e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 237308 members 
Entering Unmasked Estep 
Score: -31333848.000000 Penalty: 6150.143555
	Iteration 150Q: 3 clusters Score -3.133385e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 237317 members 
Entering Unmasked Estep 
Score: -31333842.000000 Penalty: 6150.143555
	Iteration 151Q: 3 clusters Score -3.133384e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 237328 members 
Entering Unmasked Estep 
Score: -31333866.000000 Penalty: 6150.143555
	Iteration 152Q: 3 clusters Score -3.133387e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 237337 members 
Entering Unmasked Estep 
Score: -31333860.000000 Penalty: 6150.143555
	Iteration 153Q: 3 clusters Score -3.133386e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 237343 members 
Entering Unmasked Estep 
Score: -31333858.000000 Penalty: 6150.143555
	Iteration 154Q: 3 clusters Score -3.133386e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 237352 members 
Entering Unmasked Estep 
Score: -31333864.000000 Penalty: 6150.143555
	Iteration 155Q: 3 clusters Score -3.133386e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 237364 members 
Entering Unmasked Estep 
Score: -31333894.000000 Penalty: 6150.143555
	Iteration 156Q: 3 clusters Score -3.133389e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 237374 members 
Entering Unmasked Estep 
Score: -31333866.000000 Penalty: 6150.143555
	Iteration 157Q: 3 clusters Score -3.133387e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 237379 members 
Entering Unmasked Estep 
Score: -31333898.000000 Penalty: 6150.143555
	Iteration 158Q: 3 clusters Score -3.13339e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 237388 members 
Entering Unmasked Estep 
Score: -31333908.000000 Penalty: 6150.143555
	Iteration 159Q: 3 clusters Score -3.133391e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 237397 members 
Entering Unmasked Estep 
Score: -31333908.000000 Penalty: 6150.143555
	Iteration 160F: 3 clusters Score -3.133391e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 237405 members 
Entering Unmasked Estep 
Score: -31333898.000000 Penalty: 6150.143555
	Iteration 161Q: 3 clusters Score -3.13339e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 237412 members 
Entering Unmasked Estep 
Score: -31333882.000000 Penalty: 6150.143555
	Iteration 162Q: 3 clusters Score -3.133388e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 237422 members 
Entering Unmasked Estep 
Score: -31333858.000000 Penalty: 6150.143555
	Iteration 163Q: 3 clusters Score -3.133386e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 237427 members 
Entering Unmasked Estep 
Score: -31333894.000000 Penalty: 6150.143555
	Iteration 164Q: 3 clusters Score -3.133389e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 237437 members 
Entering Unmasked Estep 
Score: -31333906.000000 Penalty: 6150.143555
	Iteration 165Q: 3 clusters Score -3.133391e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 237448 members 
Entering Unmasked Estep 
Score: -31333900.000000 Penalty: 6150.143555
	Iteration 166Q: 3 clusters Score -3.13339e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 237461 members 
Entering Unmasked Estep 
Score: -31333888.000000 Penalty: 6150.143555
	Iteration 167Q: 3 clusters Score -3.133389e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 237474 members 
Entering Unmasked Estep 
Score: -31333880.000000 Penalty: 6150.143555
	Iteration 168Q: 3 clusters Score -3.133388e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 237486 members 
Entering Unmasked Estep 
Score: -31333888.000000 Penalty: 6150.143555
	Iteration 169Q: 3 clusters Score -3.133389e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 237497 members 
Entering Unmasked Estep 
Score: -31333880.000000 Penalty: 6150.143555
	Iteration 170Q: 3 clusters Score -3.133388e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 237507 members 
Entering Unmasked Estep 
Score: -31333886.000000 Penalty: 6150.143555
	Iteration 171Q: 3 clusters Score -3.133389e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 237517 members 
Entering Unmasked Estep 
Score: -31333900.000000 Penalty: 6150.143555
	Iteration 172Q: 3 clusters Score -3.13339e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 237526 members 
Entering Unmasked Estep 
Score: -31333902.000000 Penalty: 6150.143555
	Iteration 173Q: 3 clusters Score -3.13339e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 237539 members 
Entering Unmasked Estep 
Score: -31333898.000000 Penalty: 6150.143555
	Iteration 174Q: 3 clusters Score -3.13339e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 237555 members 
Entering Unmasked Estep 
Score: -31333908.000000 Penalty: 6150.143555
	Iteration 175Q: 3 clusters Score -3.133391e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 237568 members 
Entering Unmasked Estep 
Score: -31333912.000000 Penalty: 6150.143555
	Iteration 176Q: 3 clusters Score -3.133391e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 237584 members 
Entering Unmasked Estep 
Score: -31333906.000000 Penalty: 6150.143555
	Iteration 177Q: 3 clusters Score -3.133391e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 237593 members 
Entering Unmasked Estep 
Score: -31333918.000000 Penalty: 6150.143555
	Iteration 178Q: 3 clusters Score -3.133392e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 237605 members 
Entering Unmasked Estep 
Score: -31333924.000000 Penalty: 6150.143555
	Iteration 179Q: 3 clusters Score -3.133392e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 237620 members 
Entering Unmasked Estep 
Score: -31333892.000000 Penalty: 6150.143555
	Iteration 180F: 3 clusters Score -3.133389e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 237634 members 
Entering Unmasked Estep 
Score: -31333900.000000 Penalty: 6150.143555
	Iteration 181Q: 3 clusters Score -3.13339e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 237645 members 
Entering Unmasked Estep 
Score: -31333886.000000 Penalty: 6150.143555
	Iteration 182Q: 3 clusters Score -3.133389e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 237653 members 
Entering Unmasked Estep 
Score: -31333908.000000 Penalty: 6150.143555
	Iteration 183Q: 3 clusters Score -3.133391e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 237666 members 
Entering Unmasked Estep 
Score: -31333912.000000 Penalty: 6150.143555
	Iteration 184Q: 3 clusters Score -3.133391e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 237675 members 
Entering Unmasked Estep 
Score: -31333874.000000 Penalty: 6150.143555
	Iteration 185Q: 3 clusters Score -3.133387e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 237683 members 
Entering Unmasked Estep 
Score: -31333868.000000 Penalty: 6150.143555
	Iteration 186Q: 3 clusters Score -3.133387e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 237687 members 
Entering Unmasked Estep 
Score: -31333898.000000 Penalty: 6150.143555
	Iteration 187Q: 3 clusters Score -3.13339e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 237693 members 
Entering Unmasked Estep 
Score: -31333880.000000 Penalty: 6150.143555
	Iteration 188Q: 3 clusters Score -3.133388e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 237697 members 
Entering Unmasked Estep 
Score: -31333892.000000 Penalty: 6150.143555
	Iteration 189Q: 3 clusters Score -3.133389e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 237702 members 
Entering Unmasked Estep 
Score: -31333882.000000 Penalty: 6150.143555
	Iteration 190Q: 3 clusters Score -3.133388e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 237711 members 
Entering Unmasked Estep 
Score: -31333872.000000 Penalty: 6150.143555
	Iteration 191Q: 3 clusters Score -3.133387e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 237721 members 
Entering Unmasked Estep 
Score: -31333848.000000 Penalty: 6150.143555
	Iteration 192Q: 3 clusters Score -3.133385e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 237726 members 
Entering Unmasked Estep 
Score: -31333882.000000 Penalty: 6150.143555
	Iteration 193Q: 3 clusters Score -3.133388e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 237734 members 
Entering Unmasked Estep 
Score: -31333876.000000 Penalty: 6150.143555
	Iteration 194Q: 3 clusters Score -3.133388e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 237746 members 
Entering Unmasked Estep 
Score: -31333892.000000 Penalty: 6150.143555
	Iteration 195Q: 3 clusters Score -3.133389e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 237758 members 
Entering Unmasked Estep 
Score: -31333862.000000 Penalty: 6150.143555
	Iteration 196Q: 3 clusters Score -3.133386e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 237772 members 
Entering Unmasked Estep 
Score: -31333874.000000 Penalty: 6150.143555
	Iteration 197Q: 3 clusters Score -3.133387e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 237783 members 
Entering Unmasked Estep 
Score: -31333850.000000 Penalty: 6150.143555
	Iteration 198Q: 3 clusters Score -3.133385e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 237790 members 
Entering Unmasked Estep 
Score: -31333856.000000 Penalty: 6150.143555
	Iteration 199Q: 3 clusters Score -3.133386e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 237797 members 
Entering Unmasked Estep 
Score: -31333840.000000 Penalty: 6150.143555
	Iteration 200F: 3 clusters Score -3.133384e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 237802 members 
Entering Unmasked Estep 
Score: -31333846.000000 Penalty: 6150.143555
	Iteration 201Q: 3 clusters Score -3.133385e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 237810 members 
Entering Unmasked Estep 
Score: -31333840.000000 Penalty: 6150.143555
	Iteration 202Q: 3 clusters Score -3.133384e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 237815 members 
Entering Unmasked Estep 
Score: -31333840.000000 Penalty: 6150.143555
	Iteration 203Q: 3 clusters Score -3.133384e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 237819 members 
Entering Unmasked Estep 
Score: -31333838.000000 Penalty: 6150.143555
	Iteration 204Q: 3 clusters Score -3.133384e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 237821 members 
Entering Unmasked Estep 
Score: -31333856.000000 Penalty: 6150.143555
	Iteration 205Q: 3 clusters Score -3.133386e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 237826 members 
Entering Unmasked Estep 
Score: -31333848.000000 Penalty: 6150.143555
	Iteration 206Q: 3 clusters Score -3.133385e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 237826 members 
Entering Unmasked Estep 
Score: -31333848.000000 Penalty: 6150.143555
	Iteration 207F: 3 clusters Score -3.133385e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (36152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36152 members 
Entering Unmasked Estep 
Score: -4405628.500000 Penalty: 2602.880859
	Iteration 0F: 2 clusters Score -4405628 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18015 members 
Mstep: Class 2 contains 18137 members 
Entering Unmasked Estep 
Score: -4381011.500000 Penalty: 5205.761719
	Iteration 0F: 3 clusters Score -4381012 nChanged 16588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17615 members 
Mstep: Class 2 contains 18537 members 
Entering Unmasked Estep 
Score: -4390865.000000 Penalty: 5205.761719
	Iteration 1F: 3 clusters Score -4390865 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17506 members 
Mstep: Class 2 contains 18646 members 
Entering Unmasked Estep 
Score: -4392430.500000 Penalty: 5205.761719
	Iteration 2F: 3 clusters Score -4392430 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17335 members 
Mstep: Class 2 contains 18817 members 
Entering Unmasked Estep 
Score: -4394721.000000 Penalty: 5205.761719
	Iteration 3F: 3 clusters Score -4394721 nChanged 3018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17275 members 
Mstep: Class 2 contains 18877 members 
Entering Unmasked Estep 
Score: -4397489.000000 Penalty: 5205.761719
	Iteration 4F: 3 clusters Score -4397489 nChanged 2915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17318 members 
Mstep: Class 2 contains 18834 members 
Entering Unmasked Estep 
Score: -4399874.500000 Penalty: 5205.761719
	Iteration 5F: 3 clusters Score -4399874 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17302 members 
Mstep: Class 2 contains 18850 members 
Entering Unmasked Estep 
Score: -4401506.000000 Penalty: 5205.761719
	Iteration 6F: 3 clusters Score -4401506 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17126 members 
Mstep: Class 2 contains 19026 members 
Entering Unmasked Estep 
Score: -4402584.500000 Penalty: 5205.761719
	Iteration 7Q: 3 clusters Score -4402584 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16889 members 
Mstep: Class 2 contains 19263 members 
Entering Unmasked Estep 
Score: -4403263.000000 Penalty: 5205.761719
	Iteration 8Q: 3 clusters Score -4403263 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16677 members 
Mstep: Class 2 contains 19475 members 
Entering Unmasked Estep 
Score: -4403806.000000 Penalty: 5205.761719
	Iteration 9Q: 3 clusters Score -4403806 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16502 members 
Mstep: Class 2 contains 19650 members 
Entering Unmasked Estep 
Score: -4404266.000000 Penalty: 5205.761719
	Iteration 10Q: 3 clusters Score -4404266 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16351 members 
Mstep: Class 2 contains 19801 members 
Entering Unmasked Estep 
Score: -4404541.500000 Penalty: 5205.761719
	Iteration 11Q: 3 clusters Score -4404542 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16210 members 
Mstep: Class 2 contains 19942 members 
Entering Unmasked Estep 
Score: -4404686.000000 Penalty: 5205.761719
	Iteration 12Q: 3 clusters Score -4404686 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16061 members 
Mstep: Class 2 contains 20091 members 
Entering Unmasked Estep 
Score: -4404789.000000 Penalty: 5205.761719
	Iteration 13Q: 3 clusters Score -4404789 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15933 members 
Mstep: Class 2 contains 20219 members 
Entering Unmasked Estep 
Score: -4404835.000000 Penalty: 5205.761719
	Iteration 14Q: 3 clusters Score -4404835 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15784 members 
Mstep: Class 2 contains 20368 members 
Entering Unmasked Estep 
Score: -4404889.500000 Penalty: 5205.761719
	Iteration 15Q: 3 clusters Score -4404890 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15621 members 
Mstep: Class 2 contains 20531 members 
Entering Unmasked Estep 
Score: -4404941.500000 Penalty: 5205.761719
	Iteration 16Q: 3 clusters Score -4404942 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15451 members 
Mstep: Class 2 contains 20701 members 
Entering Unmasked Estep 
Score: -4405013.500000 Penalty: 5205.761719
	Iteration 17Q: 3 clusters Score -4405014 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15282 members 
Mstep: Class 2 contains 20870 members 
Entering Unmasked Estep 
Score: -4405067.000000 Penalty: 5205.761719
	Iteration 18Q: 3 clusters Score -4405067 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15111 members 
Mstep: Class 2 contains 21041 members 
Entering Unmasked Estep 
Score: -4405100.500000 Penalty: 5205.761719
	Iteration 19Q: 3 clusters Score -4405100 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14967 members 
Mstep: Class 2 contains 21185 members 
Entering Unmasked Estep 
Score: -4405151.000000 Penalty: 5205.761719
	Iteration 20F: 3 clusters Score -4405151 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14839 members 
Mstep: Class 2 contains 21313 members 
Entering Unmasked Estep 
Score: -4405198.000000 Penalty: 5205.761719
	Iteration 21Q: 3 clusters Score -4405198 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14729 members 
Mstep: Class 2 contains 21423 members 
Entering Unmasked Estep 
Score: -4405221.000000 Penalty: 5205.761719
	Iteration 22Q: 3 clusters Score -4405221 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14615 members 
Mstep: Class 2 contains 21537 members 
Entering Unmasked Estep 
Score: -4405244.500000 Penalty: 5205.761719
	Iteration 23Q: 3 clusters Score -4405244 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14502 members 
Mstep: Class 2 contains 21650 members 
Entering Unmasked Estep 
Score: -4405258.500000 Penalty: 5205.761719
	Iteration 24Q: 3 clusters Score -4405258 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14430 members 
Mstep: Class 2 contains 21722 members 
Entering Unmasked Estep 
Score: -4405268.500000 Penalty: 5205.761719
	Iteration 25Q: 3 clusters Score -4405268 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14350 members 
Mstep: Class 2 contains 21802 members 
Entering Unmasked Estep 
Score: -4405274.000000 Penalty: 5205.761719
	Iteration 26Q: 3 clusters Score -4405274 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14264 members 
Mstep: Class 2 contains 21888 members 
Entering Unmasked Estep 
Score: -4405280.500000 Penalty: 5205.761719
	Iteration 27Q: 3 clusters Score -4405280 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14177 members 
Mstep: Class 2 contains 21975 members 
Entering Unmasked Estep 
Score: -4405304.000000 Penalty: 5205.761719
	Iteration 28Q: 3 clusters Score -4405304 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14094 members 
Mstep: Class 2 contains 22058 members 
Entering Unmasked Estep 
Score: -4405309.000000 Penalty: 5205.761719
	Iteration 29Q: 3 clusters Score -4405309 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14004 members 
Mstep: Class 2 contains 22148 members 
Entering Unmasked Estep 
Score: -4405316.500000 Penalty: 5205.761719
	Iteration 30Q: 3 clusters Score -4405316 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13908 members 
Mstep: Class 2 contains 22244 members 
Entering Unmasked Estep 
Score: -4405341.500000 Penalty: 5205.761719
	Iteration 31Q: 3 clusters Score -4405342 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13817 members 
Mstep: Class 2 contains 22335 members 
Entering Unmasked Estep 
Score: -4405348.000000 Penalty: 5205.761719
	Iteration 32Q: 3 clusters Score -4405348 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13743 members 
Mstep: Class 2 contains 22409 members 
Entering Unmasked Estep 
Score: -4405352.000000 Penalty: 5205.761719
	Iteration 33Q: 3 clusters Score -4405352 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13689 members 
Mstep: Class 2 contains 22463 members 
Entering Unmasked Estep 
Score: -4405371.000000 Penalty: 5205.761719
	Iteration 34Q: 3 clusters Score -4405371 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13628 members 
Mstep: Class 2 contains 22524 members 
Entering Unmasked Estep 
Score: -4405376.500000 Penalty: 5205.761719
	Iteration 35Q: 3 clusters Score -4405376 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13574 members 
Mstep: Class 2 contains 22578 members 
Entering Unmasked Estep 
Score: -4405369.500000 Penalty: 5205.761719
	Iteration 36Q: 3 clusters Score -4405370 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13523 members 
Mstep: Class 2 contains 22629 members 
Entering Unmasked Estep 
Score: -4405375.000000 Penalty: 5205.761719
	Iteration 37Q: 3 clusters Score -4405375 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13481 members 
Mstep: Class 2 contains 22671 members 
Entering Unmasked Estep 
Score: -4405399.000000 Penalty: 5205.761719
	Iteration 38Q: 3 clusters Score -4405399 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13437 members 
Mstep: Class 2 contains 22715 members 
Entering Unmasked Estep 
Score: -4405391.500000 Penalty: 5205.761719
	Iteration 39Q: 3 clusters Score -4405392 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13401 members 
Mstep: Class 2 contains 22751 members 
Entering Unmasked Estep 
Score: -4405401.500000 Penalty: 5205.761719
	Iteration 40F: 3 clusters Score -4405402 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13366 members 
Mstep: Class 2 contains 22786 members 
Entering Unmasked Estep 
Score: -4405407.000000 Penalty: 5205.761719
	Iteration 41Q: 3 clusters Score -4405407 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13334 members 
Mstep: Class 2 contains 22818 members 
Entering Unmasked Estep 
Score: -4405413.000000 Penalty: 5205.761719
	Iteration 42Q: 3 clusters Score -4405413 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13308 members 
Mstep: Class 2 contains 22844 members 
Entering Unmasked Estep 
Score: -4405419.000000 Penalty: 5205.761719
	Iteration 43Q: 3 clusters Score -4405419 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13291 members 
Mstep: Class 2 contains 22861 members 
Entering Unmasked Estep 
Score: -4405419.500000 Penalty: 5205.761719
	Iteration 44Q: 3 clusters Score -4405420 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13279 members 
Mstep: Class 2 contains 22873 members 
Entering Unmasked Estep 
Score: -4405416.000000 Penalty: 5205.761719
	Iteration 45Q: 3 clusters Score -4405416 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13269 members 
Mstep: Class 2 contains 22883 members 
Entering Unmasked Estep 
Score: -4405413.000000 Penalty: 5205.761719
	Iteration 46Q: 3 clusters Score -4405413 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13260 members 
Mstep: Class 2 contains 22892 members 
Entering Unmasked Estep 
Score: -4405413.000000 Penalty: 5205.761719
	Iteration 47Q: 3 clusters Score -4405413 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13251 members 
Mstep: Class 2 contains 22901 members 
Entering Unmasked Estep 
Score: -4405410.500000 Penalty: 5205.761719
	Iteration 48Q: 3 clusters Score -4405410 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13239 members 
Mstep: Class 2 contains 22913 members 
Entering Unmasked Estep 
Score: -4405416.000000 Penalty: 5205.761719
	Iteration 49Q: 3 clusters Score -4405416 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13226 members 
Mstep: Class 2 contains 22926 members 
Entering Unmasked Estep 
Score: -4405418.500000 Penalty: 5205.761719
	Iteration 50Q: 3 clusters Score -4405418 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13208 members 
Mstep: Class 2 contains 22944 members 
Entering Unmasked Estep 
Score: -4405418.000000 Penalty: 5205.761719
	Iteration 51Q: 3 clusters Score -4405418 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13195 members 
Mstep: Class 2 contains 22957 members 
Entering Unmasked Estep 
Score: -4405428.000000 Penalty: 5205.761719
	Iteration 52Q: 3 clusters Score -4405428 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13182 members 
Mstep: Class 2 contains 22970 members 
Entering Unmasked Estep 
Score: -4405432.000000 Penalty: 5205.761719
	Iteration 53Q: 3 clusters Score -4405432 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13167 members 
Mstep: Class 2 contains 22985 members 
Entering Unmasked Estep 
Score: -4405426.000000 Penalty: 5205.761719
	Iteration 54Q: 3 clusters Score -4405426 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13154 members 
Mstep: Class 2 contains 22998 members 
Entering Unmasked Estep 
Score: -4405435.500000 Penalty: 5205.761719
	Iteration 55Q: 3 clusters Score -4405436 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13146 members 
Mstep: Class 2 contains 23006 members 
Entering Unmasked Estep 
Score: -4405429.500000 Penalty: 5205.761719
	Iteration 56Q: 3 clusters Score -4405430 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13139 members 
Mstep: Class 2 contains 23013 members 
Entering Unmasked Estep 
Score: -4405433.000000 Penalty: 5205.761719
	Iteration 57Q: 3 clusters Score -4405433 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13135 members 
Mstep: Class 2 contains 23017 members 
Entering Unmasked Estep 
Score: -4405435.500000 Penalty: 5205.761719
	Iteration 58Q: 3 clusters Score -4405436 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13127 members 
Mstep: Class 2 contains 23025 members 
Entering Unmasked Estep 
Score: -4405432.500000 Penalty: 5205.761719
	Iteration 59Q: 3 clusters Score -4405432 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13119 members 
Mstep: Class 2 contains 23033 members 
Entering Unmasked Estep 
Score: -4405427.000000 Penalty: 5205.761719
	Iteration 60F: 3 clusters Score -4405427 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13108 members 
Mstep: Class 2 contains 23044 members 
Entering Unmasked Estep 
Score: -4405431.500000 Penalty: 5205.761719
	Iteration 61Q: 3 clusters Score -4405432 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13100 members 
Mstep: Class 2 contains 23052 members 
Entering Unmasked Estep 
Score: -4405430.000000 Penalty: 5205.761719
	Iteration 62Q: 3 clusters Score -4405430 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13095 members 
Mstep: Class 2 contains 23057 members 
Entering Unmasked Estep 
Score: -4405430.500000 Penalty: 5205.761719
	Iteration 63Q: 3 clusters Score -4405430 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13087 members 
Mstep: Class 2 contains 23065 members 
Entering Unmasked Estep 
Score: -4405431.000000 Penalty: 5205.761719
	Iteration 64Q: 3 clusters Score -4405431 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13081 members 
Mstep: Class 2 contains 23071 members 
Entering Unmasked Estep 
Score: -4405435.500000 Penalty: 5205.761719
	Iteration 65Q: 3 clusters Score -4405436 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13071 members 
Mstep: Class 2 contains 23081 members 
Entering Unmasked Estep 
Score: -4405431.000000 Penalty: 5205.761719
	Iteration 66Q: 3 clusters Score -4405431 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13061 members 
Mstep: Class 2 contains 23091 members 
Entering Unmasked Estep 
Score: -4405438.500000 Penalty: 5205.761719
	Iteration 67Q: 3 clusters Score -4405438 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13053 members 
Mstep: Class 2 contains 23099 members 
Entering Unmasked Estep 
Score: -4405435.500000 Penalty: 5205.761719
	Iteration 68Q: 3 clusters Score -4405436 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13048 members 
Mstep: Class 2 contains 23104 members 
Entering Unmasked Estep 
Score: -4405438.500000 Penalty: 5205.761719
	Iteration 69Q: 3 clusters Score -4405438 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13043 members 
Mstep: Class 2 contains 23109 members 
Entering Unmasked Estep 
Score: -4405439.000000 Penalty: 5205.761719
	Iteration 70Q: 3 clusters Score -4405439 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13035 members 
Mstep: Class 2 contains 23117 members 
Entering Unmasked Estep 
Score: -4405440.000000 Penalty: 5205.761719
	Iteration 71Q: 3 clusters Score -4405440 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13025 members 
Mstep: Class 2 contains 23127 members 
Entering Unmasked Estep 
Score: -4405437.000000 Penalty: 5205.761719
	Iteration 72Q: 3 clusters Score -4405437 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13013 members 
Mstep: Class 2 contains 23139 members 
Entering Unmasked Estep 
Score: -4405434.500000 Penalty: 5205.761719
	Iteration 73Q: 3 clusters Score -4405434 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12999 members 
Mstep: Class 2 contains 23153 members 
Entering Unmasked Estep 
Score: -4405430.500000 Penalty: 5205.761719
	Iteration 74Q: 3 clusters Score -4405430 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12986 members 
Mstep: Class 2 contains 23166 members 
Entering Unmasked Estep 
Score: -4405438.500000 Penalty: 5205.761719
	Iteration 75Q: 3 clusters Score -4405438 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12974 members 
Mstep: Class 2 contains 23178 members 
Entering Unmasked Estep 
Score: -4405431.500000 Penalty: 5205.761719
	Iteration 76Q: 3 clusters Score -4405432 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12965 members 
Mstep: Class 2 contains 23187 members 
Entering Unmasked Estep 
Score: -4405434.500000 Penalty: 5205.761719
	Iteration 77Q: 3 clusters Score -4405434 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12959 members 
Mstep: Class 2 contains 23193 members 
Entering Unmasked Estep 
Score: -4405435.500000 Penalty: 5205.761719
	Iteration 78Q: 3 clusters Score -4405436 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12952 members 
Mstep: Class 2 contains 23200 members 
Entering Unmasked Estep 
Score: -4405435.000000 Penalty: 5205.761719
	Iteration 79Q: 3 clusters Score -4405435 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12941 members 
Mstep: Class 2 contains 23211 members 
Entering Unmasked Estep 
Score: -4405437.000000 Penalty: 5205.761719
	Iteration 80F: 3 clusters Score -4405437 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12931 members 
Mstep: Class 2 contains 23221 members 
Entering Unmasked Estep 
Score: -4405446.000000 Penalty: 5205.761719
	Iteration 81Q: 3 clusters Score -4405446 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12924 members 
Mstep: Class 2 contains 23228 members 
Entering Unmasked Estep 
Score: -4405441.000000 Penalty: 5205.761719
	Iteration 82Q: 3 clusters Score -4405441 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12914 members 
Mstep: Class 2 contains 23238 members 
Entering Unmasked Estep 
Score: -4405438.500000 Penalty: 5205.761719
	Iteration 83Q: 3 clusters Score -4405438 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12906 members 
Mstep: Class 2 contains 23246 members 
Entering Unmasked Estep 
Score: -4405440.500000 Penalty: 5205.761719
	Iteration 84Q: 3 clusters Score -4405440 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12900 members 
Mstep: Class 2 contains 23252 members 
Entering Unmasked Estep 
Score: -4405448.500000 Penalty: 5205.761719
	Iteration 85Q: 3 clusters Score -4405448 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12890 members 
Mstep: Class 2 contains 23262 members 
Entering Unmasked Estep 
Score: -4405446.500000 Penalty: 5205.761719
	Iteration 86Q: 3 clusters Score -4405446 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12883 members 
Mstep: Class 2 contains 23269 members 
Entering Unmasked Estep 
Score: -4405451.000000 Penalty: 5205.761719
	Iteration 87Q: 3 clusters Score -4405451 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12873 members 
Mstep: Class 2 contains 23279 members 
Entering Unmasked Estep 
Score: -4405445.000000 Penalty: 5205.761719
	Iteration 88Q: 3 clusters Score -4405445 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12864 members 
Mstep: Class 2 contains 23288 members 
Entering Unmasked Estep 
Score: -4405448.500000 Penalty: 5205.761719
	Iteration 89Q: 3 clusters Score -4405448 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12856 members 
Mstep: Class 2 contains 23296 members 
Entering Unmasked Estep 
Score: -4405444.500000 Penalty: 5205.761719
	Iteration 90Q: 3 clusters Score -4405444 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12849 members 
Mstep: Class 2 contains 23303 members 
Entering Unmasked Estep 
Score: -4405440.000000 Penalty: 5205.761719
	Iteration 91Q: 3 clusters Score -4405440 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12843 members 
Mstep: Class 2 contains 23309 members 
Entering Unmasked Estep 
Score: -4405446.500000 Penalty: 5205.761719
	Iteration 92Q: 3 clusters Score -4405446 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12837 members 
Mstep: Class 2 contains 23315 members 
Entering Unmasked Estep 
Score: -4405446.500000 Penalty: 5205.761719
	Iteration 93Q: 3 clusters Score -4405446 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12833 members 
Mstep: Class 2 contains 23319 members 
Entering Unmasked Estep 
Score: -4405453.500000 Penalty: 5205.761719
	Iteration 94Q: 3 clusters Score -4405454 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12825 members 
Mstep: Class 2 contains 23327 members 
Entering Unmasked Estep 
Score: -4405449.500000 Penalty: 5205.761719
	Iteration 95Q: 3 clusters Score -4405450 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12814 members 
Mstep: Class 2 contains 23338 members 
Entering Unmasked Estep 
Score: -4405455.000000 Penalty: 5205.761719
	Iteration 96Q: 3 clusters Score -4405455 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12804 members 
Mstep: Class 2 contains 23348 members 
Entering Unmasked Estep 
Score: -4405450.500000 Penalty: 5205.761719
	Iteration 97Q: 3 clusters Score -4405450 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12791 members 
Mstep: Class 2 contains 23361 members 
Entering Unmasked Estep 
Score: -4405449.000000 Penalty: 5205.761719
	Iteration 98Q: 3 clusters Score -4405449 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12773 members 
Mstep: Class 2 contains 23379 members 
Entering Unmasked Estep 
Score: -4405450.000000 Penalty: 5205.761719
	Iteration 99Q: 3 clusters Score -4405450 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12754 members 
Mstep: Class 2 contains 23398 members 
Entering Unmasked Estep 
Score: -4405448.500000 Penalty: 5205.761719
	Iteration 100F: 3 clusters Score -4405448 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12740 members 
Mstep: Class 2 contains 23412 members 
Entering Unmasked Estep 
Score: -4405449.500000 Penalty: 5205.761719
	Iteration 101Q: 3 clusters Score -4405450 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12728 members 
Mstep: Class 2 contains 23424 members 
Entering Unmasked Estep 
Score: -4405451.000000 Penalty: 5205.761719
	Iteration 102Q: 3 clusters Score -4405451 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12716 members 
Mstep: Class 2 contains 23436 members 
Entering Unmasked Estep 
Score: -4405445.500000 Penalty: 5205.761719
	Iteration 103Q: 3 clusters Score -4405446 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12706 members 
Mstep: Class 2 contains 23446 members 
Entering Unmasked Estep 
Score: -4405448.000000 Penalty: 5205.761719
	Iteration 104Q: 3 clusters Score -4405448 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12692 members 
Mstep: Class 2 contains 23460 members 
Entering Unmasked Estep 
Score: -4405443.000000 Penalty: 5205.761719
	Iteration 105Q: 3 clusters Score -4405443 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12677 members 
Mstep: Class 2 contains 23475 members 
Entering Unmasked Estep 
Score: -4405455.000000 Penalty: 5205.761719
	Iteration 106Q: 3 clusters Score -4405455 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12665 members 
Mstep: Class 2 contains 23487 members 
Entering Unmasked Estep 
Score: -4405461.000000 Penalty: 5205.761719
	Iteration 107Q: 3 clusters Score -4405461 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12651 members 
Mstep: Class 2 contains 23501 members 
Entering Unmasked Estep 
Score: -4405455.500000 Penalty: 5205.761719
	Iteration 108Q: 3 clusters Score -4405456 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12638 members 
Mstep: Class 2 contains 23514 members 
Entering Unmasked Estep 
Score: -4405455.500000 Penalty: 5205.761719
	Iteration 109Q: 3 clusters Score -4405456 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12619 members 
Mstep: Class 2 contains 23533 members 
Entering Unmasked Estep 
Score: -4405460.000000 Penalty: 5205.761719
	Iteration 110Q: 3 clusters Score -4405460 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12605 members 
Mstep: Class 2 contains 23547 members 
Entering Unmasked Estep 
Score: -4405470.000000 Penalty: 5205.761719
	Iteration 111Q: 3 clusters Score -4405470 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12593 members 
Mstep: Class 2 contains 23559 members 
Entering Unmasked Estep 
Score: -4405476.000000 Penalty: 5205.761719
	Iteration 112Q: 3 clusters Score -4405476 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12576 members 
Mstep: Class 2 contains 23576 members 
Entering Unmasked Estep 
Score: -4405471.000000 Penalty: 5205.761719
	Iteration 113Q: 3 clusters Score -4405471 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12561 members 
Mstep: Class 2 contains 23591 members 
Entering Unmasked Estep 
Score: -4405470.500000 Penalty: 5205.761719
	Iteration 114Q: 3 clusters Score -4405470 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12543 members 
Mstep: Class 2 contains 23609 members 
Entering Unmasked Estep 
Score: -4405468.000000 Penalty: 5205.761719
	Iteration 115Q: 3 clusters Score -4405468 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12531 members 
Mstep: Class 2 contains 23621 members 
Entering Unmasked Estep 
Score: -4405464.500000 Penalty: 5205.761719
	Iteration 116Q: 3 clusters Score -4405464 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12520 members 
Mstep: Class 2 contains 23632 members 
Entering Unmasked Estep 
Score: -4405469.000000 Penalty: 5205.761719
	Iteration 117Q: 3 clusters Score -4405469 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12513 members 
Mstep: Class 2 contains 23639 members 
Entering Unmasked Estep 
Score: -4405476.500000 Penalty: 5205.761719
	Iteration 118Q: 3 clusters Score -4405476 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12508 members 
Mstep: Class 2 contains 23644 members 
Entering Unmasked Estep 
Score: -4405478.000000 Penalty: 5205.761719
	Iteration 119Q: 3 clusters Score -4405478 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12503 members 
Mstep: Class 2 contains 23649 members 
Entering Unmasked Estep 
Score: -4405474.500000 Penalty: 5205.761719
	Iteration 120F: 3 clusters Score -4405474 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12496 members 
Mstep: Class 2 contains 23656 members 
Entering Unmasked Estep 
Score: -4405480.000000 Penalty: 5205.761719
	Iteration 121Q: 3 clusters Score -4405480 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12488 members 
Mstep: Class 2 contains 23664 members 
Entering Unmasked Estep 
Score: -4405468.500000 Penalty: 5205.761719
	Iteration 122Q: 3 clusters Score -4405468 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12478 members 
Mstep: Class 2 contains 23674 members 
Entering Unmasked Estep 
Score: -4405474.500000 Penalty: 5205.761719
	Iteration 123Q: 3 clusters Score -4405474 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12466 members 
Mstep: Class 2 contains 23686 members 
Entering Unmasked Estep 
Score: -4405473.000000 Penalty: 5205.761719
	Iteration 124Q: 3 clusters Score -4405473 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12454 members 
Mstep: Class 2 contains 23698 members 
Entering Unmasked Estep 
Score: -4405482.500000 Penalty: 5205.761719
	Iteration 125Q: 3 clusters Score -4405482 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12449 members 
Mstep: Class 2 contains 23703 members 
Entering Unmasked Estep 
Score: -4405479.500000 Penalty: 5205.761719
	Iteration 126Q: 3 clusters Score -4405480 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12446 members 
Mstep: Class 2 contains 23706 members 
Entering Unmasked Estep 
Score: -4405479.500000 Penalty: 5205.761719
	Iteration 127Q: 3 clusters Score -4405480 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12445 members 
Mstep: Class 2 contains 23707 members 
Entering Unmasked Estep 
Score: -4405477.000000 Penalty: 5205.761719
	Iteration 128Q: 3 clusters Score -4405477 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12442 members 
Mstep: Class 2 contains 23710 members 
Entering Unmasked Estep 
Score: -4405480.000000 Penalty: 5205.761719
	Iteration 129Q: 3 clusters Score -4405480 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12440 members 
Mstep: Class 2 contains 23712 members 
Entering Unmasked Estep 
Score: -4405476.000000 Penalty: 5205.761719
	Iteration 130Q: 3 clusters Score -4405476 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12439 members 
Mstep: Class 2 contains 23713 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -4405476 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12439 members 
Mstep: Class 2 contains 23713 members 
Entering Unmasked Estep 
Score: -4405476.000000 Penalty: 5205.761719
	Iteration 132F: 3 clusters Score -4405476 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (59925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59925 members 
Entering Unmasked Estep 
Score: -7524643.500000 Penalty: 2728.210449
	Iteration 0F: 2 clusters Score -7524644 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30054 members 
Mstep: Class 2 contains 29871 members 
Entering Unmasked Estep 
Score: -7484481.500000 Penalty: 5456.420898
	Iteration 0F: 3 clusters Score -7484482 nChanged 27675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30435 members 
Mstep: Class 2 contains 29490 members 
Entering Unmasked Estep 
Score: -7500451.000000 Penalty: 5456.420898
	Iteration 1F: 3 clusters Score -7500451 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30719 members 
Mstep: Class 2 contains 29206 members 
Entering Unmasked Estep 
Score: -7501551.000000 Penalty: 5456.420898
	Iteration 2Q: 3 clusters Score -7501551 nChanged 2954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31063 members 
Mstep: Class 2 contains 28862 members 
Entering Unmasked Estep 
Score: -7502846.500000 Penalty: 5456.420898
	Iteration 3Q: 3 clusters Score -7502846 nChanged 3275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31486 members 
Mstep: Class 2 contains 28439 members 
Entering Unmasked Estep 
Score: -7504701.000000 Penalty: 5456.420898
	Iteration 4F: 3 clusters Score -7504701 nChanged 3720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32002 members 
Mstep: Class 2 contains 27923 members 
Entering Unmasked Estep 
Score: -7507482.000000 Penalty: 5456.420898
	Iteration 5F: 3 clusters Score -7507482 nChanged 4256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32626 members 
Mstep: Class 2 contains 27299 members 
Entering Unmasked Estep 
Score: -7511230.500000 Penalty: 5456.420898
	Iteration 6F: 3 clusters Score -7511230 nChanged 4563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33313 members 
Mstep: Class 2 contains 26612 members 
Entering Unmasked Estep 
Score: -7515865.000000 Penalty: 5456.420898
	Iteration 7F: 3 clusters Score -7515865 nChanged 4387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34098 members 
Mstep: Class 2 contains 25827 members 
Entering Unmasked Estep 
Score: -7520345.000000 Penalty: 5456.420898
	Iteration 8F: 3 clusters Score -7520345 nChanged 3721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35077 members 
Mstep: Class 2 contains 24848 members 
Entering Unmasked Estep 
Score: -7523951.500000 Penalty: 5456.420898
	Iteration 9F: 3 clusters Score -7523952 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36021 members 
Mstep: Class 2 contains 23904 members 
Entering Unmasked Estep 
Score: -7526807.500000 Penalty: 5456.420898
	Iteration 10Q: 3 clusters Score -7526808 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36680 members 
Mstep: Class 2 contains 23245 members 
Entering Unmasked Estep 
Score: -7528587.000000 Penalty: 5456.420898
	Iteration 11Q: 3 clusters Score -7528587 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37126 members 
Mstep: Class 2 contains 22799 members 
Entering Unmasked Estep 
Score: -7529394.000000 Penalty: 5456.420898
	Iteration 12Q: 3 clusters Score -7529394 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37485 members 
Mstep: Class 2 contains 22440 members 
Entering Unmasked Estep 
Score: -7529718.000000 Penalty: 5456.420898
	Iteration 13Q: 3 clusters Score -7529718 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37766 members 
Mstep: Class 2 contains 22159 members 
Entering Unmasked Estep 
Score: -7529829.000000 Penalty: 5456.420898
	Iteration 14Q: 3 clusters Score -7529829 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38010 members 
Mstep: Class 2 contains 21915 members 
Entering Unmasked Estep 
Score: -7529918.000000 Penalty: 5456.420898
	Iteration 15Q: 3 clusters Score -7529918 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38233 members 
Mstep: Class 2 contains 21692 members 
Entering Unmasked Estep 
Score: -7529958.000000 Penalty: 5456.420898
	Iteration 16Q: 3 clusters Score -7529958 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38428 members 
Mstep: Class 2 contains 21497 members 
Entering Unmasked Estep 
Score: -7529988.000000 Penalty: 5456.420898
	Iteration 17Q: 3 clusters Score -7529988 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38595 members 
Mstep: Class 2 contains 21330 members 
Entering Unmasked Estep 
Score: -7530011.000000 Penalty: 5456.420898
	Iteration 18Q: 3 clusters Score -7530011 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38752 members 
Mstep: Class 2 contains 21173 members 
Entering Unmasked Estep 
Score: -7530058.500000 Penalty: 5456.420898
	Iteration 19Q: 3 clusters Score -7530058 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38917 members 
Mstep: Class 2 contains 21008 members 
Entering Unmasked Estep 
Score: -7530095.000000 Penalty: 5456.420898
	Iteration 20F: 3 clusters Score -7530095 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39078 members 
Mstep: Class 2 contains 20847 members 
Entering Unmasked Estep 
Score: -7530135.500000 Penalty: 5456.420898
	Iteration 21Q: 3 clusters Score -7530136 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39251 members 
Mstep: Class 2 contains 20674 members 
Entering Unmasked Estep 
Score: -7530194.500000 Penalty: 5456.420898
	Iteration 22Q: 3 clusters Score -7530194 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39412 members 
Mstep: Class 2 contains 20513 members 
Entering Unmasked Estep 
Score: -7530261.000000 Penalty: 5456.420898
	Iteration 23Q: 3 clusters Score -7530261 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39584 members 
Mstep: Class 2 contains 20341 members 
Entering Unmasked Estep 
Score: -7530312.500000 Penalty: 5456.420898
	Iteration 24Q: 3 clusters Score -7530312 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39780 members 
Mstep: Class 2 contains 20145 members 
Entering Unmasked Estep 
Score: -7530381.500000 Penalty: 5456.420898
	Iteration 25Q: 3 clusters Score -7530382 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39980 members 
Mstep: Class 2 contains 19945 members 
Entering Unmasked Estep 
Score: -7530444.000000 Penalty: 5456.420898
	Iteration 26Q: 3 clusters Score -7530444 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40199 members 
Mstep: Class 2 contains 19726 members 
Entering Unmasked Estep 
Score: -7530526.500000 Penalty: 5456.420898
	Iteration 27Q: 3 clusters Score -7530526 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40400 members 
Mstep: Class 2 contains 19525 members 
Entering Unmasked Estep 
Score: -7530561.000000 Penalty: 5456.420898
	Iteration 28Q: 3 clusters Score -7530561 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40609 members 
Mstep: Class 2 contains 19316 members 
Entering Unmasked Estep 
Score: -7530612.000000 Penalty: 5456.420898
	Iteration 29Q: 3 clusters Score -7530612 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40811 members 
Mstep: Class 2 contains 19114 members 
Entering Unmasked Estep 
Score: -7530660.000000 Penalty: 5456.420898
	Iteration 30Q: 3 clusters Score -7530660 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40996 members 
Mstep: Class 2 contains 18929 members 
Entering Unmasked Estep 
Score: -7530716.500000 Penalty: 5456.420898
	Iteration 31Q: 3 clusters Score -7530716 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41194 members 
Mstep: Class 2 contains 18731 members 
Entering Unmasked Estep 
Score: -7530736.500000 Penalty: 5456.420898
	Iteration 32Q: 3 clusters Score -7530736 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41359 members 
Mstep: Class 2 contains 18566 members 
Entering Unmasked Estep 
Score: -7530767.000000 Penalty: 5456.420898
	Iteration 33Q: 3 clusters Score -7530767 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41500 members 
Mstep: Class 2 contains 18425 members 
Entering Unmasked Estep 
Score: -7530782.000000 Penalty: 5456.420898
	Iteration 34Q: 3 clusters Score -7530782 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41618 members 
Mstep: Class 2 contains 18307 members 
Entering Unmasked Estep 
Score: -7530821.500000 Penalty: 5456.420898
	Iteration 35Q: 3 clusters Score -7530822 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41729 members 
Mstep: Class 2 contains 18196 members 
Entering Unmasked Estep 
Score: -7530861.000000 Penalty: 5456.420898
	Iteration 36Q: 3 clusters Score -7530861 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41823 members 
Mstep: Class 2 contains 18102 members 
Entering Unmasked Estep 
Score: -7530843.000000 Penalty: 5456.420898
	Iteration 37Q: 3 clusters Score -7530843 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41912 members 
Mstep: Class 2 contains 18013 members 
Entering Unmasked Estep 
Score: -7530848.500000 Penalty: 5456.420898
	Iteration 38Q: 3 clusters Score -7530848 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42019 members 
Mstep: Class 2 contains 17906 members 
Entering Unmasked Estep 
Score: -7530849.000000 Penalty: 5456.420898
	Iteration 39Q: 3 clusters Score -7530849 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42114 members 
Mstep: Class 2 contains 17811 members 
Entering Unmasked Estep 
Score: -7530858.000000 Penalty: 5456.420898
	Iteration 40F: 3 clusters Score -7530858 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42192 members 
Mstep: Class 2 contains 17733 members 
Entering Unmasked Estep 
Score: -7530883.000000 Penalty: 5456.420898
	Iteration 41Q: 3 clusters Score -7530883 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42260 members 
Mstep: Class 2 contains 17665 members 
Entering Unmasked Estep 
Score: -7530891.500000 Penalty: 5456.420898
	Iteration 42Q: 3 clusters Score -7530892 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42309 members 
Mstep: Class 2 contains 17616 members 
Entering Unmasked Estep 
Score: -7530899.500000 Penalty: 5456.420898
	Iteration 43Q: 3 clusters Score -7530900 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42360 members 
Mstep: Class 2 contains 17565 members 
Entering Unmasked Estep 
Score: -7530890.500000 Penalty: 5456.420898
	Iteration 44Q: 3 clusters Score -7530890 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42402 members 
Mstep: Class 2 contains 17523 members 
Entering Unmasked Estep 
Score: -7530901.500000 Penalty: 5456.420898
	Iteration 45Q: 3 clusters Score -7530902 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42446 members 
Mstep: Class 2 contains 17479 members 
Entering Unmasked Estep 
Score: -7530893.000000 Penalty: 5456.420898
	Iteration 46Q: 3 clusters Score -7530893 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42488 members 
Mstep: Class 2 contains 17437 members 
Entering Unmasked Estep 
Score: -7530901.000000 Penalty: 5456.420898
	Iteration 47Q: 3 clusters Score -7530901 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42520 members 
Mstep: Class 2 contains 17405 members 
Entering Unmasked Estep 
Score: -7530908.000000 Penalty: 5456.420898
	Iteration 48Q: 3 clusters Score -7530908 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42545 members 
Mstep: Class 2 contains 17380 members 
Entering Unmasked Estep 
Score: -7530900.500000 Penalty: 5456.420898
	Iteration 49Q: 3 clusters Score -7530900 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42585 members 
Mstep: Class 2 contains 17340 members 
Entering Unmasked Estep 
Score: -7530906.000000 Penalty: 5456.420898
	Iteration 50Q: 3 clusters Score -7530906 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42611 members 
Mstep: Class 2 contains 17314 members 
Entering Unmasked Estep 
Score: -7530914.000000 Penalty: 5456.420898
	Iteration 51Q: 3 clusters Score -7530914 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42640 members 
Mstep: Class 2 contains 17285 members 
Entering Unmasked Estep 
Score: -7530926.000000 Penalty: 5456.420898
	Iteration 52Q: 3 clusters Score -7530926 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42670 members 
Mstep: Class 2 contains 17255 members 
Entering Unmasked Estep 
Score: -7530930.000000 Penalty: 5456.420898
	Iteration 53Q: 3 clusters Score -7530930 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42696 members 
Mstep: Class 2 contains 17229 members 
Entering Unmasked Estep 
Score: -7530920.000000 Penalty: 5456.420898
	Iteration 54Q: 3 clusters Score -7530920 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42713 members 
Mstep: Class 2 contains 17212 members 
Entering Unmasked Estep 
Score: -7530919.000000 Penalty: 5456.420898
	Iteration 55Q: 3 clusters Score -7530919 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42729 members 
Mstep: Class 2 contains 17196 members 
Entering Unmasked Estep 
Score: -7530905.000000 Penalty: 5456.420898
	Iteration 56Q: 3 clusters Score -7530905 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42747 members 
Mstep: Class 2 contains 17178 members 
Entering Unmasked Estep 
Score: -7530902.000000 Penalty: 5456.420898
	Iteration 57Q: 3 clusters Score -7530902 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42764 members 
Mstep: Class 2 contains 17161 members 
Entering Unmasked Estep 
Score: -7530920.000000 Penalty: 5456.420898
	Iteration 58Q: 3 clusters Score -7530920 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42780 members 
Mstep: Class 2 contains 17145 members 
Entering Unmasked Estep 
Score: -7530921.000000 Penalty: 5456.420898
	Iteration 59Q: 3 clusters Score -7530921 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42791 members 
Mstep: Class 2 contains 17134 members 
Entering Unmasked Estep 
Score: -7530915.000000 Penalty: 5456.420898
	Iteration 60F: 3 clusters Score -7530915 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42800 members 
Mstep: Class 2 contains 17125 members 
Entering Unmasked Estep 
Score: -7530909.000000 Penalty: 5456.420898
	Iteration 61Q: 3 clusters Score -7530909 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42805 members 
Mstep: Class 2 contains 17120 members 
Entering Unmasked Estep 
Score: -7530912.500000 Penalty: 5456.420898
	Iteration 62Q: 3 clusters Score -7530912 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42810 members 
Mstep: Class 2 contains 17115 members 
Entering Unmasked Estep 
Score: -7530915.500000 Penalty: 5456.420898
	Iteration 63Q: 3 clusters Score -7530916 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42813 members 
Mstep: Class 2 contains 17112 members 
Entering Unmasked Estep 
Score: -7530906.500000 Penalty: 5456.420898
	Iteration 64Q: 3 clusters Score -7530906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42815 members 
Mstep: Class 2 contains 17110 members 
Entering Unmasked Estep 
Score: -7530912.000000 Penalty: 5456.420898
	Iteration 65Q: 3 clusters Score -7530912 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42815 members 
Mstep: Class 2 contains 17110 members 
Entering Unmasked Estep 
Score: -7530912.000000 Penalty: 5456.420898
	Iteration 66F: 3 clusters Score -7530912 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 471 members 
Mstep: Class 1 contains 28847 members 
Mstep: Class 2 contains 13238 members 
Mstep: Class 3 contains 4173 members 
Mstep: Class 4 contains 12173 members 
Mstep: Class 5 contains 3742 members 
Mstep: Class 6 contains 2043 members 
Mstep: Class 7 contains 3968 members 
Mstep: Class 8 contains 4462 members 
Mstep: Class 9 contains 190782 members 
Mstep: Class 10 contains 8240 members 
Mstep: Class 11 contains 3167 members 
Mstep: Class 12 contains 26745 members 
Mstep: Class 13 contains 8107 members 
Mstep: Class 14 contains 3263 members 
Mstep: Class 15 contains 148731 members 
Mstep: Class 16 contains 242676 members 
Mstep: Class 17 contains 36152 members 
Mstep: Class 18 contains 42815 members 
Mstep: Class 19 contains 1303 members 
Mstep: Class 20 contains 54482 members 
Mstep: Class 21 contains 128932 members 
Mstep: Class 22 contains 40802 members 
Mstep: Class 23 contains 4244 members 
Mstep: Class 24 contains 14009 members 
Mstep: Class 25 contains 41785 members 
Mstep: Class 26 contains 21288 members 
Mstep: Class 27 contains 7571 members 
Mstep: Class 28 contains 16097 members 
Mstep: Class 29 contains 20714 members 
Mstep: Class 30 contains 33699 members 
Mstep: Class 31 contains 2418 members 
Mstep: Class 32 contains 17110 members 
Entering Unmasked Estep 
Score: -147212000.000000 Penalty: 111008.703125
Splitting cluster 18 changes total score from -147079264.000000 to -147212000.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 19 (1303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Entering Unmasked Estep 
Score: -103600.195312 Penalty: 1778.761353
	Iteration 0F: 2 clusters Score -103600.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -101769.656250 Penalty: 3557.522705
	Iteration 0F: 3 clusters Score -101769.7 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -103402.757812 Penalty: 3557.522705
	Iteration 1F: 3 clusters Score -103402.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -104513.015625 Penalty: 3557.522705
	Iteration 2F: 3 clusters Score -104513 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -105332.757812 Penalty: 3557.522705
	Iteration 3F: 3 clusters Score -105332.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -105780.335938 Penalty: 3557.522705
	Iteration 4F: 3 clusters Score -105780.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -105879.937500 Penalty: 3557.522705
	Iteration 5Q: 3 clusters Score -105879.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -105931.031250 Penalty: 3557.522705
	Iteration 6Q: 3 clusters Score -105931 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -105954.875000 Penalty: 3557.522705
	Iteration 7Q: 3 clusters Score -105954.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -105966.085938 Penalty: 3557.522705
	Iteration 8Q: 3 clusters Score -105966.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -105968.750000 Penalty: 3557.522705
	Iteration 9Q: 3 clusters Score -105968.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -105968.750000 Penalty: 3557.522705
	Iteration 10F: 3 clusters Score -105968.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 471 members 
Mstep: Class 1 contains 28847 members 
Mstep: Class 2 contains 13238 members 
Mstep: Class 3 contains 4173 members 
Mstep: Class 4 contains 12173 members 
Mstep: Class 5 contains 3742 members 
Mstep: Class 6 contains 2043 members 
Mstep: Class 7 contains 3968 members 
Mstep: Class 8 contains 4462 members 
Mstep: Class 9 contains 190782 members 
Mstep: Class 10 contains 8240 members 
Mstep: Class 11 contains 3167 members 
Mstep: Class 12 contains 26745 members 
Mstep: Class 13 contains 8107 members 
Mstep: Class 14 contains 3263 members 
Mstep: Class 15 contains 148731 members 
Mstep: Class 16 contains 242676 members 
Mstep: Class 17 contains 36152 members 
Mstep: Class 18 contains 42815 members 
Mstep: Class 19 contains 489 members 
Mstep: Class 20 contains 54482 members 
Mstep: Class 21 contains 128932 members 
Mstep: Class 22 contains 40802 members 
Mstep: Class 23 contains 4244 members 
Mstep: Class 24 contains 14009 members 
Mstep: Class 25 contains 41785 members 
Mstep: Class 26 contains 21288 members 
Mstep: Class 27 contains 7571 members 
Mstep: Class 28 contains 16097 members 
Mstep: Class 29 contains 20714 members 
Mstep: Class 30 contains 33699 members 
Mstep: Class 31 contains 2418 members 
Mstep: Class 32 contains 17110 members 
Mstep: Class 33 contains 814 members 
Entering Unmasked Estep 
Score: -147212512.000000 Penalty: 114477.718750
Splitting cluster 19 changes total score from -147079264.000000 to -147212512.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 20 (54482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54482 members 
Entering Unmasked Estep 
Score: -6799742.000000 Penalty: 2704.594971
	Iteration 0F: 2 clusters Score -6799742 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27133 members 
Mstep: Class 2 contains 27349 members 
Entering Unmasked Estep 
Score: -6762987.000000 Penalty: 5409.189941
	Iteration 0F: 3 clusters Score -6762987 nChanged 25331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26448 members 
Mstep: Class 2 contains 28034 members 
Entering Unmasked Estep 
Score: -6779632.500000 Penalty: 5409.189941
	Iteration 1F: 3 clusters Score -6779632 nChanged 3979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25665 members 
Mstep: Class 2 contains 28817 members 
Entering Unmasked Estep 
Score: -6784293.000000 Penalty: 5409.189941
	Iteration 2F: 3 clusters Score -6784293 nChanged 4635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24368 members 
Mstep: Class 2 contains 30114 members 
Entering Unmasked Estep 
Score: -6788888.500000 Penalty: 5409.189941
	Iteration 3F: 3 clusters Score -6788888 nChanged 4694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22708 members 
Mstep: Class 2 contains 31774 members 
Entering Unmasked Estep 
Score: -6792785.000000 Penalty: 5409.189941
	Iteration 4F: 3 clusters Score -6792785 nChanged 4274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20622 members 
Mstep: Class 2 contains 33860 members 
Entering Unmasked Estep 
Score: -6795821.000000 Penalty: 5409.189941
	Iteration 5F: 3 clusters Score -6795821 nChanged 3644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18298 members 
Mstep: Class 2 contains 36184 members 
Entering Unmasked Estep 
Score: -6798227.000000 Penalty: 5409.189941
	Iteration 6F: 3 clusters Score -6798227 nChanged 3042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16026 members 
Mstep: Class 2 contains 38456 members 
Entering Unmasked Estep 
Score: -6800195.500000 Penalty: 5409.189941
	Iteration 7F: 3 clusters Score -6800196 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13965 members 
Mstep: Class 2 contains 40517 members 
Entering Unmasked Estep 
Score: -6801769.500000 Penalty: 5409.189941
	Iteration 8Q: 3 clusters Score -6801770 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12165 members 
Mstep: Class 2 contains 42317 members 
Entering Unmasked Estep 
Score: -6803099.000000 Penalty: 5409.189941
	Iteration 9Q: 3 clusters Score -6803099 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10694 members 
Mstep: Class 2 contains 43788 members 
Entering Unmasked Estep 
Score: -6804333.500000 Penalty: 5409.189941
	Iteration 10Q: 3 clusters Score -6804334 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 44914 members 
Entering Unmasked Estep 
Score: -6805564.500000 Penalty: 5409.189941
	Iteration 11Q: 3 clusters Score -6805564 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 45709 members 
Entering Unmasked Estep 
Score: -6806674.000000 Penalty: 5409.189941
	Iteration 12Q: 3 clusters Score -6806674 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 46255 members 
Entering Unmasked Estep 
Score: -6807218.500000 Penalty: 5409.189941
	Iteration 13Q: 3 clusters Score -6807218 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 46606 members 
Entering Unmasked Estep 
Score: -6807406.500000 Penalty: 5409.189941
	Iteration 14Q: 3 clusters Score -6807406 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 46888 members 
Entering Unmasked Estep 
Score: -6807521.000000 Penalty: 5409.189941
	Iteration 15Q: 3 clusters Score -6807521 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 47129 members 
Entering Unmasked Estep 
Score: -6807603.000000 Penalty: 5409.189941
	Iteration 16Q: 3 clusters Score -6807603 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 47331 members 
Entering Unmasked Estep 
Score: -6807677.000000 Penalty: 5409.189941
	Iteration 17Q: 3 clusters Score -6807677 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 47512 members 
Entering Unmasked Estep 
Score: -6807766.500000 Penalty: 5409.189941
	Iteration 18Q: 3 clusters Score -6807766 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 47658 members 
Entering Unmasked Estep 
Score: -6807813.500000 Penalty: 5409.189941
	Iteration 19Q: 3 clusters Score -6807814 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 47747 members 
Entering Unmasked Estep 
Score: -6807873.000000 Penalty: 5409.189941
	Iteration 20F: 3 clusters Score -6807873 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 47834 members 
Entering Unmasked Estep 
Score: -6807895.500000 Penalty: 5409.189941
	Iteration 21Q: 3 clusters Score -6807896 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 47920 members 
Entering Unmasked Estep 
Score: -6807946.500000 Penalty: 5409.189941
	Iteration 22Q: 3 clusters Score -6807946 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 48002 members 
Entering Unmasked Estep 
Score: -6807955.500000 Penalty: 5409.189941
	Iteration 23Q: 3 clusters Score -6807956 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 48051 members 
Entering Unmasked Estep 
Score: -6807982.000000 Penalty: 5409.189941
	Iteration 24Q: 3 clusters Score -6807982 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 48089 members 
Entering Unmasked Estep 
Score: -6807987.500000 Penalty: 5409.189941
	Iteration 25Q: 3 clusters Score -6807988 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 48136 members 
Entering Unmasked Estep 
Score: -6808001.000000 Penalty: 5409.189941
	Iteration 26Q: 3 clusters Score -6808001 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 48176 members 
Entering Unmasked Estep 
Score: -6808010.500000 Penalty: 5409.189941
	Iteration 27Q: 3 clusters Score -6808010 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 48213 members 
Entering Unmasked Estep 
Score: -6808025.000000 Penalty: 5409.189941
	Iteration 28Q: 3 clusters Score -6808025 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 48246 members 
Entering Unmasked Estep 
Score: -6808043.500000 Penalty: 5409.189941
	Iteration 29Q: 3 clusters Score -6808044 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 48270 members 
Entering Unmasked Estep 
Score: -6808024.500000 Penalty: 5409.189941
	Iteration 30Q: 3 clusters Score -6808024 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 48294 members 
Entering Unmasked Estep 
Score: -6808059.500000 Penalty: 5409.189941
	Iteration 31Q: 3 clusters Score -6808060 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 48315 members 
Entering Unmasked Estep 
Score: -6808059.500000 Penalty: 5409.189941
	Iteration 32Q: 3 clusters Score -6808060 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 48327 members 
Entering Unmasked Estep 
Score: -6808065.500000 Penalty: 5409.189941
	Iteration 33Q: 3 clusters Score -6808066 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 48341 members 
Entering Unmasked Estep 
Score: -6808065.500000 Penalty: 5409.189941
	Iteration 34Q: 3 clusters Score -6808066 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 48355 members 
Entering Unmasked Estep 
Score: -6808066.500000 Penalty: 5409.189941
	Iteration 35Q: 3 clusters Score -6808066 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 48364 members 
Entering Unmasked Estep 
Score: -6808080.000000 Penalty: 5409.189941
	Iteration 36Q: 3 clusters Score -6808080 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 48371 members 
Entering Unmasked Estep 
Score: -6808077.500000 Penalty: 5409.189941
	Iteration 37Q: 3 clusters Score -6808078 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 48375 members 
Entering Unmasked Estep 
Score: -6808081.500000 Penalty: 5409.189941
	Iteration 38Q: 3 clusters Score -6808082 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 48379 members 
Entering Unmasked Estep 
Score: -6808085.500000 Penalty: 5409.189941
	Iteration 39Q: 3 clusters Score -6808086 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 48383 members 
Entering Unmasked Estep 
Score: -6808083.500000 Penalty: 5409.189941
	Iteration 40F: 3 clusters Score -6808084 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 48383 members 
Entering Unmasked Estep 
Score: -6808079.000000 Penalty: 5409.189941
	Iteration 41Q: 3 clusters Score -6808079 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 48383 members 
Entering Unmasked Estep 
Score: -6808079.000000 Penalty: 5409.189941
	Iteration 42F: 3 clusters Score -6808079 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 471 members 
Mstep: Class 1 contains 28847 members 
Mstep: Class 2 contains 13238 members 
Mstep: Class 3 contains 4173 members 
Mstep: Class 4 contains 12173 members 
Mstep: Class 5 contains 3742 members 
Mstep: Class 6 contains 2043 members 
Mstep: Class 7 contains 3968 members 
Mstep: Class 8 contains 4462 members 
Mstep: Class 9 contains 190782 members 
Mstep: Class 10 contains 8240 members 
Mstep: Class 11 contains 3167 members 
Mstep: Class 12 contains 26745 members 
Mstep: Class 13 contains 8107 members 
Mstep: Class 14 contains 3263 members 
Mstep: Class 15 contains 148731 members 
Mstep: Class 16 contains 242676 members 
Mstep: Class 17 contains 36152 members 
Mstep: Class 18 contains 42815 members 
Mstep: Class 19 contains 489 members 
Mstep: Class 20 contains 6099 members 
Mstep: Class 21 contains 128932 members 
Mstep: Class 22 contains 40802 members 
Mstep: Class 23 contains 4244 members 
Mstep: Class 24 contains 14009 members 
Mstep: Class 25 contains 41785 members 
Mstep: Class 26 contains 21288 members 
Mstep: Class 27 contains 7571 members 
Mstep: Class 28 contains 16097 members 
Mstep: Class 29 contains 20714 members 
Mstep: Class 30 contains 33699 members 
Mstep: Class 31 contains 2418 members 
Mstep: Class 32 contains 17110 members 
Mstep: Class 33 contains 814 members 
Mstep: Class 34 contains 48383 members 
Entering Unmasked Estep 
Score: -147220320.000000 Penalty: 117946.742188
Splitting cluster 20 changes total score from -147079264.000000 to -147220320.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 21 (128932 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128932 members 
Entering Unmasked Estep 
Score: -16352375.000000 Penalty: 2918.226074
	Iteration 0F: 2 clusters Score -1.635238e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64425 members 
Mstep: Class 2 contains 64507 members 
Entering Unmasked Estep 
Score: -16266064.000000 Penalty: 5836.452148
	Iteration 0F: 3 clusters Score -1.626606e+07 nChanged 61206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61683 members 
Mstep: Class 2 contains 67249 members 
Entering Unmasked Estep 
Score: -16301782.000000 Penalty: 5836.452148
	Iteration 1F: 3 clusters Score -1.630178e+07 nChanged 4607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60230 members 
Mstep: Class 2 contains 68702 members 
Entering Unmasked Estep 
Score: -16303166.000000 Penalty: 5836.452148
	Iteration 2Q: 3 clusters Score -1.630317e+07 nChanged 5396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58032 members 
Mstep: Class 2 contains 70900 members 
Entering Unmasked Estep 
Score: -16305156.000000 Penalty: 5836.452148
	Iteration 3Q: 3 clusters Score -1.630516e+07 nChanged 6122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55016 members 
Mstep: Class 2 contains 73916 members 
Entering Unmasked Estep 
Score: -16307907.000000 Penalty: 5836.452148
	Iteration 4Q: 3 clusters Score -1.630791e+07 nChanged 7045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51015 members 
Mstep: Class 2 contains 77917 members 
Entering Unmasked Estep 
Score: -16311818.000000 Penalty: 5836.452148
	Iteration 5F: 3 clusters Score -1.631182e+07 nChanged 7883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46114 members 
Mstep: Class 2 contains 82818 members 
Entering Unmasked Estep 
Score: -16316760.000000 Penalty: 5836.452148
	Iteration 6F: 3 clusters Score -1.631676e+07 nChanged 8277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40605 members 
Mstep: Class 2 contains 88327 members 
Entering Unmasked Estep 
Score: -16322648.000000 Penalty: 5836.452148
	Iteration 7F: 3 clusters Score -1.632265e+07 nChanged 8196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35129 members 
Mstep: Class 2 contains 93803 members 
Entering Unmasked Estep 
Score: -16329606.000000 Penalty: 5836.452148
	Iteration 8F: 3 clusters Score -1.632961e+07 nChanged 7223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30772 members 
Mstep: Class 2 contains 98160 members 
Entering Unmasked Estep 
Score: -16336785.000000 Penalty: 5836.452148
	Iteration 9F: 3 clusters Score -1.633678e+07 nChanged 6029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28331 members 
Mstep: Class 2 contains 100601 members 
Entering Unmasked Estep 
Score: -16342484.000000 Penalty: 5836.452148
	Iteration 10Q: 3 clusters Score -1.634248e+07 nChanged 4736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27273 members 
Mstep: Class 2 contains 101659 members 
Entering Unmasked Estep 
Score: -16346233.000000 Penalty: 5836.452148
	Iteration 11Q: 3 clusters Score -1.634623e+07 nChanged 3294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26605 members 
Mstep: Class 2 contains 102327 members 
Entering Unmasked Estep 
Score: -16348364.000000 Penalty: 5836.452148
	Iteration 12Q: 3 clusters Score -1.634836e+07 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26078 members 
Mstep: Class 2 contains 102854 members 
Entering Unmasked Estep 
Score: -16349500.000000 Penalty: 5836.452148
	Iteration 13Q: 3 clusters Score -1.63495e+07 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25666 members 
Mstep: Class 2 contains 103266 members 
Entering Unmasked Estep 
Score: -16350190.000000 Penalty: 5836.452148
	Iteration 14Q: 3 clusters Score -1.635019e+07 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25293 members 
Mstep: Class 2 contains 103639 members 
Entering Unmasked Estep 
Score: -16350617.000000 Penalty: 5836.452148
	Iteration 15Q: 3 clusters Score -1.635062e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25059 members 
Mstep: Class 2 contains 103873 members 
Entering Unmasked Estep 
Score: -16350922.000000 Penalty: 5836.452148
	Iteration 16Q: 3 clusters Score -1.635092e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24991 members 
Mstep: Class 2 contains 103941 members 
Entering Unmasked Estep 
Score: -16351276.000000 Penalty: 5836.452148
	Iteration 17Q: 3 clusters Score -1.635128e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25096 members 
Mstep: Class 2 contains 103836 members 
Entering Unmasked Estep 
Score: -16351585.000000 Penalty: 5836.452148
	Iteration 18Q: 3 clusters Score -1.635158e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25286 members 
Mstep: Class 2 contains 103646 members 
Entering Unmasked Estep 
Score: -16351818.000000 Penalty: 5836.452148
	Iteration 19Q: 3 clusters Score -1.635182e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25622 members 
Mstep: Class 2 contains 103310 members 
Entering Unmasked Estep 
Score: -16352016.000000 Penalty: 5836.452148
	Iteration 20F: 3 clusters Score -1.635202e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26075 members 
Mstep: Class 2 contains 102857 members 
Entering Unmasked Estep 
Score: -16352289.000000 Penalty: 5836.452148
	Iteration 21Q: 3 clusters Score -1.635229e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26627 members 
Mstep: Class 2 contains 102305 members 
Entering Unmasked Estep 
Score: -16352606.000000 Penalty: 5836.452148
	Iteration 22Q: 3 clusters Score -1.635261e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27231 members 
Mstep: Class 2 contains 101701 members 
Entering Unmasked Estep 
Score: -16352864.000000 Penalty: 5836.452148
	Iteration 23Q: 3 clusters Score -1.635286e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27985 members 
Mstep: Class 2 contains 100947 members 
Entering Unmasked Estep 
Score: -16353267.000000 Penalty: 5836.452148
	Iteration 24Q: 3 clusters Score -1.635327e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28780 members 
Mstep: Class 2 contains 100152 members 
Entering Unmasked Estep 
Score: -16353703.000000 Penalty: 5836.452148
	Iteration 25Q: 3 clusters Score -1.63537e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29614 members 
Mstep: Class 2 contains 99318 members 
Entering Unmasked Estep 
Score: -16354113.000000 Penalty: 5836.452148
	Iteration 26Q: 3 clusters Score -1.635411e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30530 members 
Mstep: Class 2 contains 98402 members 
Entering Unmasked Estep 
Score: -16354410.000000 Penalty: 5836.452148
	Iteration 27Q: 3 clusters Score -1.635441e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31447 members 
Mstep: Class 2 contains 97485 members 
Entering Unmasked Estep 
Score: -16354652.000000 Penalty: 5836.452148
	Iteration 28Q: 3 clusters Score -1.635465e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32351 members 
Mstep: Class 2 contains 96581 members 
Entering Unmasked Estep 
Score: -16354911.000000 Penalty: 5836.452148
	Iteration 29Q: 3 clusters Score -1.635491e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33171 members 
Mstep: Class 2 contains 95761 members 
Entering Unmasked Estep 
Score: -16355125.000000 Penalty: 5836.452148
	Iteration 30Q: 3 clusters Score -1.635512e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33951 members 
Mstep: Class 2 contains 94981 members 
Entering Unmasked Estep 
Score: -16355222.000000 Penalty: 5836.452148
	Iteration 31Q: 3 clusters Score -1.635522e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34679 members 
Mstep: Class 2 contains 94253 members 
Entering Unmasked Estep 
Score: -16355371.000000 Penalty: 5836.452148
	Iteration 32Q: 3 clusters Score -1.635537e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35320 members 
Mstep: Class 2 contains 93612 members 
Entering Unmasked Estep 
Score: -16355506.000000 Penalty: 5836.452148
	Iteration 33Q: 3 clusters Score -1.635551e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35903 members 
Mstep: Class 2 contains 93029 members 
Entering Unmasked Estep 
Score: -16355597.000000 Penalty: 5836.452148
	Iteration 34Q: 3 clusters Score -1.63556e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36414 members 
Mstep: Class 2 contains 92518 members 
Entering Unmasked Estep 
Score: -16355635.000000 Penalty: 5836.452148
	Iteration 35Q: 3 clusters Score -1.635564e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36866 members 
Mstep: Class 2 contains 92066 members 
Entering Unmasked Estep 
Score: -16355711.000000 Penalty: 5836.452148
	Iteration 36Q: 3 clusters Score -1.635571e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37235 members 
Mstep: Class 2 contains 91697 members 
Entering Unmasked Estep 
Score: -16355765.000000 Penalty: 5836.452148
	Iteration 37Q: 3 clusters Score -1.635576e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37594 members 
Mstep: Class 2 contains 91338 members 
Entering Unmasked Estep 
Score: -16355779.000000 Penalty: 5836.452148
	Iteration 38Q: 3 clusters Score -1.635578e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37932 members 
Mstep: Class 2 contains 91000 members 
Entering Unmasked Estep 
Score: -16355812.000000 Penalty: 5836.452148
	Iteration 39Q: 3 clusters Score -1.635581e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38245 members 
Mstep: Class 2 contains 90687 members 
Entering Unmasked Estep 
Score: -16355907.000000 Penalty: 5836.452148
	Iteration 40F: 3 clusters Score -1.635591e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38612 members 
Mstep: Class 2 contains 90320 members 
Entering Unmasked Estep 
Score: -16355937.000000 Penalty: 5836.452148
	Iteration 41Q: 3 clusters Score -1.635594e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38933 members 
Mstep: Class 2 contains 89999 members 
Entering Unmasked Estep 
Score: -16355953.000000 Penalty: 5836.452148
	Iteration 42Q: 3 clusters Score -1.635595e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39212 members 
Mstep: Class 2 contains 89720 members 
Entering Unmasked Estep 
Score: -16356028.000000 Penalty: 5836.452148
	Iteration 43Q: 3 clusters Score -1.635603e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39459 members 
Mstep: Class 2 contains 89473 members 
Entering Unmasked Estep 
Score: -16356011.000000 Penalty: 5836.452148
	Iteration 44Q: 3 clusters Score -1.635601e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39699 members 
Mstep: Class 2 contains 89233 members 
Entering Unmasked Estep 
Score: -16356056.000000 Penalty: 5836.452148
	Iteration 45Q: 3 clusters Score -1.635606e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39887 members 
Mstep: Class 2 contains 89045 members 
Entering Unmasked Estep 
Score: -16356056.000000 Penalty: 5836.452148
	Iteration 46Q: 3 clusters Score -1.635606e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40051 members 
Mstep: Class 2 contains 88881 members 
Entering Unmasked Estep 
Score: -16356048.000000 Penalty: 5836.452148
	Iteration 47Q: 3 clusters Score -1.635605e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40209 members 
Mstep: Class 2 contains 88723 members 
Entering Unmasked Estep 
Score: -16356052.000000 Penalty: 5836.452148
	Iteration 48Q: 3 clusters Score -1.635605e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40347 members 
Mstep: Class 2 contains 88585 members 
Entering Unmasked Estep 
Score: -16356034.000000 Penalty: 5836.452148
	Iteration 49Q: 3 clusters Score -1.635603e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40472 members 
Mstep: Class 2 contains 88460 members 
Entering Unmasked Estep 
Score: -16356039.000000 Penalty: 5836.452148
	Iteration 50Q: 3 clusters Score -1.635604e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40590 members 
Mstep: Class 2 contains 88342 members 
Entering Unmasked Estep 
Score: -16356029.000000 Penalty: 5836.452148
	Iteration 51Q: 3 clusters Score -1.635603e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40687 members 
Mstep: Class 2 contains 88245 members 
Entering Unmasked Estep 
Score: -16356025.000000 Penalty: 5836.452148
	Iteration 52Q: 3 clusters Score -1.635602e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40778 members 
Mstep: Class 2 contains 88154 members 
Entering Unmasked Estep 
Score: -16356040.000000 Penalty: 5836.452148
	Iteration 53Q: 3 clusters Score -1.635604e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40855 members 
Mstep: Class 2 contains 88077 members 
Entering Unmasked Estep 
Score: -16356046.000000 Penalty: 5836.452148
	Iteration 54Q: 3 clusters Score -1.635605e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40925 members 
Mstep: Class 2 contains 88007 members 
Entering Unmasked Estep 
Score: -16356034.000000 Penalty: 5836.452148
	Iteration 55Q: 3 clusters Score -1.635603e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40985 members 
Mstep: Class 2 contains 87947 members 
Entering Unmasked Estep 
Score: -16356059.000000 Penalty: 5836.452148
	Iteration 56Q: 3 clusters Score -1.635606e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41037 members 
Mstep: Class 2 contains 87895 members 
Entering Unmasked Estep 
Score: -16356064.000000 Penalty: 5836.452148
	Iteration 57Q: 3 clusters Score -1.635606e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41083 members 
Mstep: Class 2 contains 87849 members 
Entering Unmasked Estep 
Score: -16356050.000000 Penalty: 5836.452148
	Iteration 58Q: 3 clusters Score -1.635605e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41131 members 
Mstep: Class 2 contains 87801 members 
Entering Unmasked Estep 
Score: -16356084.000000 Penalty: 5836.452148
	Iteration 59Q: 3 clusters Score -1.635608e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41167 members 
Mstep: Class 2 contains 87765 members 
Entering Unmasked Estep 
Score: -16356102.000000 Penalty: 5836.452148
	Iteration 60F: 3 clusters Score -1.63561e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41189 members 
Mstep: Class 2 contains 87743 members 
Entering Unmasked Estep 
Score: -16356101.000000 Penalty: 5836.452148
	Iteration 61Q: 3 clusters Score -1.63561e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41212 members 
Mstep: Class 2 contains 87720 members 
Entering Unmasked Estep 
Score: -16356089.000000 Penalty: 5836.452148
	Iteration 62Q: 3 clusters Score -1.635609e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41235 members 
Mstep: Class 2 contains 87697 members 
Entering Unmasked Estep 
Score: -16356103.000000 Penalty: 5836.452148
	Iteration 63Q: 3 clusters Score -1.63561e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41261 members 
Mstep: Class 2 contains 87671 members 
Entering Unmasked Estep 
Score: -16356113.000000 Penalty: 5836.452148
	Iteration 64Q: 3 clusters Score -1.635611e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41292 members 
Mstep: Class 2 contains 87640 members 
Entering Unmasked Estep 
Score: -16356120.000000 Penalty: 5836.452148
	Iteration 65Q: 3 clusters Score -1.635612e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41313 members 
Mstep: Class 2 contains 87619 members 
Entering Unmasked Estep 
Score: -16356097.000000 Penalty: 5836.452148
	Iteration 66Q: 3 clusters Score -1.63561e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41340 members 
Mstep: Class 2 contains 87592 members 
Entering Unmasked Estep 
Score: -16356097.000000 Penalty: 5836.452148
	Iteration 67Q: 3 clusters Score -1.63561e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41356 members 
Mstep: Class 2 contains 87576 members 
Entering Unmasked Estep 
Score: -16356089.000000 Penalty: 5836.452148
	Iteration 68Q: 3 clusters Score -1.635609e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41364 members 
Mstep: Class 2 contains 87568 members 
Entering Unmasked Estep 
Score: -16356102.000000 Penalty: 5836.452148
	Iteration 69Q: 3 clusters Score -1.63561e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41370 members 
Mstep: Class 2 contains 87562 members 
Entering Unmasked Estep 
Score: -16356092.000000 Penalty: 5836.452148
	Iteration 70Q: 3 clusters Score -1.635609e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41373 members 
Mstep: Class 2 contains 87559 members 
Entering Unmasked Estep 
Score: -16356093.000000 Penalty: 5836.452148
	Iteration 71Q: 3 clusters Score -1.635609e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41376 members 
Mstep: Class 2 contains 87556 members 
Entering Unmasked Estep 
Score: -16356095.000000 Penalty: 5836.452148
	Iteration 72Q: 3 clusters Score -1.63561e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41378 members 
Mstep: Class 2 contains 87554 members 
Entering Unmasked Estep 
Score: -16356095.000000 Penalty: 5836.452148
	Iteration 73Q: 3 clusters Score -1.63561e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41379 members 
Mstep: Class 2 contains 87553 members 
Entering Unmasked Estep 
Score: -16356091.000000 Penalty: 5836.452148
	Iteration 74Q: 3 clusters Score -1.635609e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41380 members 
Mstep: Class 2 contains 87552 members 
Entering Unmasked Estep 
Score: -16356095.000000 Penalty: 5836.452148
	Iteration 75Q: 3 clusters Score -1.63561e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41380 members 
Mstep: Class 2 contains 87552 members 
Entering Unmasked Estep 
Score: -16356095.000000 Penalty: 5836.452148
	Iteration 76F: 3 clusters Score -1.63561e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 471 members 
Mstep: Class 1 contains 28847 members 
Mstep: Class 2 contains 13238 members 
Mstep: Class 3 contains 4173 members 
Mstep: Class 4 contains 12173 members 
Mstep: Class 5 contains 3742 members 
Mstep: Class 6 contains 2043 members 
Mstep: Class 7 contains 3968 members 
Mstep: Class 8 contains 4462 members 
Mstep: Class 9 contains 190782 members 
Mstep: Class 10 contains 8240 members 
Mstep: Class 11 contains 3167 members 
Mstep: Class 12 contains 26745 members 
Mstep: Class 13 contains 8107 members 
Mstep: Class 14 contains 3263 members 
Mstep: Class 15 contains 148731 members 
Mstep: Class 16 contains 242676 members 
Mstep: Class 17 contains 36152 members 
Mstep: Class 18 contains 42815 members 
Mstep: Class 19 contains 489 members 
Mstep: Class 20 contains 6099 members 
Mstep: Class 21 contains 41380 members 
Mstep: Class 22 contains 40802 members 
Mstep: Class 23 contains 4244 members 
Mstep: Class 24 contains 14009 members 
Mstep: Class 25 contains 41785 members 
Mstep: Class 26 contains 21288 members 
Mstep: Class 27 contains 7571 members 
Mstep: Class 28 contains 16097 members 
Mstep: Class 29 contains 20714 members 
Mstep: Class 30 contains 33699 members 
Mstep: Class 31 contains 2418 members 
Mstep: Class 32 contains 17110 members 
Mstep: Class 33 contains 814 members 
Mstep: Class 34 contains 48383 members 
Mstep: Class 35 contains 87552 members 
Entering Unmasked Estep 
Score: -147222352.000000 Penalty: 121415.765625
Splitting cluster 21 changes total score from -147079264.000000 to -147222352.000000
So it's getting split into cluster 35.
Entering Unmasked Mstep 
Mstep: Class 0 contains 471 members 
Mstep: Class 1 contains 28847 members 
Mstep: Class 3 contains 4173 members 
Mstep: Class 4 contains 12173 members 
Mstep: Class 5 contains 3742 members 
Mstep: Class 6 contains 2043 members 
Mstep: Class 7 contains 3968 members 
Mstep: Class 8 contains 4462 members 
Mstep: Class 9 contains 190782 members 
Mstep: Class 11 contains 3167 members 
Mstep: Class 12 contains 26745 members 
Mstep: Class 13 contains 8107 members 
Mstep: Class 14 contains 3263 members 
Mstep: Class 15 contains 148731 members 
Mstep: Class 16 contains 242676 members 
Mstep: Class 17 contains 36152 members 
Mstep: Class 18 contains 42815 members 
Mstep: Class 19 contains 489 members 
Mstep: Class 20 contains 6099 members 
Mstep: Class 21 contains 41380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147260064.000000 Penalty: 121415.765625
Iteration 39Q: 36 clusters Score -1.472601e+08 nChanged 53175
Entering Unmasked Mstep 
Mstep: Class 0 contains 472 members 
Mstep: Class 1 contains 29757 members 
Mstep: Class 2 contains 13334 members 
Mstep: Class 3 contains 4173 members 
Mstep: Class 4 contains 13010 members 
Mstep: Class 5 contains 4395 members 
Mstep: Class 6 contains 2338 members 
Mstep: Class 7 contains 3981 members 
Mstep: Class 8 contains 5208 members 
Mstep: Class 9 contains 192493 members 
Mstep: Class 10 contains 7841 members 
Mstep: Class 11 contains 3476 members 
Mstep: Class 12 contains 26862 members 
Mstep: Class 13 contains 7975 members 
Mstep: Class 14 contains 3814 members 
Mstep: Class 15 contains 150485 members 
Mstep: Class 16 contains 244480 members 
Mstep: Class 17 contains 36131 members 
Mstep: Class 18 contains 42810 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 6245 members 
Mstep: Class 21 contains 42824 members 
Mstep: Class 22 contains 39020 members 
Mstep: Class 23 contains 4313 members 
Mstep: Class 24 contains 13980 members 
Mstep: Class 25 contains 38993 members 
Mstep: Class 26 contains 23898 members 
Mstep: Class 27 contains 8169 members 
Mstep: Class 28 contains 15683 members 
Mstep: Class 29 contains 21218 members 
Mstep: Class 30 contains 30572 members 
Mstep: Class 31 contains 3129 members 
Mstep: Class 32 contains 16282 members 
Mstep: Class 33 contains 843 members 
Mstep: Class 34 contains 46591 members 
Mstep: Class 35 contains 82955 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147298192.000000 Penalty: 121415.765625
Iteration 40F: 36 clusters Score -1.472982e+08 nChanged 38484
Entering Unmasked Mstep 
Mstep: Class 0 contains 176 members 
Mstep: Class 1 contains 29516 members 
Mstep: Class 2 contains 13487 members 
Mstep: Class 3 contains 4170 members 
Mstep: Class 4 contains 13196 members 
Mstep: Class 5 contains 4469 members 
Mstep: Class 6 contains 2459 members 
Mstep: Class 7 contains 4022 members 
Mstep: Class 8 contains 5586 members 
Mstep: Class 9 contains 191643 members 
Mstep: Class 10 contains 8085 members 
Mstep: Class 11 contains 3620 members 
Mstep: Class 12 contains 26563 members 
Mstep: Class 13 contains 7764 members 
Mstep: Class 14 contains 4073 members 
Mstep: Class 15 contains 153929 members 
Mstep: Class 16 contains 242491 members 
Mstep: Class 17 contains 34542 members 
Mstep: Class 18 contains 42279 members 
Mstep: Class 19 contains 697 members 
Mstep: Class 20 contains 6299 members 
Mstep: Class 21 contains 42712 members 
Mstep: Class 22 contains 39339 members 
Mstep: Class 23 contains 4342 members 
Mstep: Class 24 contains 13990 members 
Mstep: Class 25 contains 37748 members 
Mstep: Class 26 contains 25577 members 
Mstep: Class 27 contains 9240 members 
Mstep: Class 28 contains 16948 members 
Mstep: Class 29 contains 21425 members 
Mstep: Class 30 contains 29892 members 
Mstep: Class 31 contains 3422 members 
Mstep: Class 32 contains 16915 members 
Mstep: Class 33 contains 886 members 
Mstep: Class 34 contains 45295 members 
Mstep: Class 35 contains 81452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147319376.000000 Penalty: 121415.765625
Iteration 41Q: 36 clusters Score -1.473194e+08 nChanged 23935
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 29281 members 
Mstep: Class 2 contains 13581 members 
Mstep: Class 3 contains 4170 members 
Mstep: Class 4 contains 13334 members 
Mstep: Class 5 contains 4485 members 
Mstep: Class 6 contains 2554 members 
Mstep: Class 7 contains 3976 members 
Mstep: Class 8 contains 5926 members 
Mstep: Class 9 contains 191070 members 
Mstep: Class 10 contains 8138 members 
Mstep: Class 11 contains 3766 members 
Mstep: Class 12 contains 26378 members 
Mstep: Class 13 contains 7631 members 
Mstep: Class 14 contains 4359 members 
Mstep: Class 15 contains 157614 members 
Mstep: Class 16 contains 240752 members 
Mstep: Class 17 contains 33472 members 
Mstep: Class 18 contains 41863 members 
Mstep: Class 19 contains 683 members 
Mstep: Class 20 contains 6351 members 
Mstep: Class 21 contains 42518 members 
Mstep: Class 22 contains 39588 members 
Mstep: Class 23 contains 4360 members 
Mstep: Class 24 contains 14035 members 
Mstep: Class 25 contains 36912 members 
Mstep: Class 26 contains 26958 members 
Mstep: Class 27 contains 9863 members 
Mstep: Class 28 contains 17814 members 
Mstep: Class 29 contains 21579 members 
Mstep: Class 30 contains 29026 members 
Mstep: Class 31 contains 3581 members 
Mstep: Class 32 contains 17261 members 
Mstep: Class 33 contains 909 members 
Mstep: Class 34 contains 44160 members 
Mstep: Class 35 contains 80143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147327104.000000 Penalty: 121415.765625
Iteration 42Q: 36 clusters Score -1.473271e+08 nChanged 18878
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 29025 members 
Mstep: Class 2 contains 13642 members 
Mstep: Class 3 contains 4170 members 
Mstep: Class 4 contains 13428 members 
Mstep: Class 5 contains 4467 members 
Mstep: Class 6 contains 2636 members 
Mstep: Class 7 contains 3941 members 
Mstep: Class 8 contains 6237 members 
Mstep: Class 9 contains 190594 members 
Mstep: Class 10 contains 8176 members 
Mstep: Class 11 contains 3876 members 
Mstep: Class 12 contains 26305 members 
Mstep: Class 13 contains 7536 members 
Mstep: Class 14 contains 4646 members 
Mstep: Class 15 contains 161526 members 
Mstep: Class 16 contains 239041 members 
Mstep: Class 17 contains 32654 members 
Mstep: Class 18 contains 41469 members 
Mstep: Class 19 contains 667 members 
Mstep: Class 20 contains 6407 members 
Mstep: Class 21 contains 42252 members 
Mstep: Class 22 contains 39692 members 
Mstep: Class 23 contains 4368 members 
Mstep: Class 24 contains 14071 members 
Mstep: Class 25 contains 36403 members 
Mstep: Class 26 contains 28056 members 
Mstep: Class 27 contains 10237 members 
Mstep: Class 28 contains 18492 members 
Mstep: Class 29 contains 21704 members 
Mstep: Class 30 contains 28206 members 
Mstep: Class 31 contains 3687 members 
Mstep: Class 32 contains 17487 members 
Mstep: Class 33 contains 919 members 
Mstep: Class 34 contains 43236 members 
Mstep: Class 35 contains 78838 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147333552.000000 Penalty: 121415.765625
Iteration 43Q: 36 clusters Score -1.473336e+08 nChanged 16222
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 28865 members 
Mstep: Class 2 contains 13684 members 
Mstep: Class 3 contains 4170 members 
Mstep: Class 4 contains 13430 members 
Mstep: Class 5 contains 4435 members 
Mstep: Class 6 contains 2697 members 
Mstep: Class 7 contains 3922 members 
Mstep: Class 8 contains 6551 members 
Mstep: Class 9 contains 190194 members 
Mstep: Class 10 contains 8177 members 
Mstep: Class 11 contains 3955 members 
Mstep: Class 12 contains 26248 members 
Mstep: Class 13 contains 7479 members 
Mstep: Class 14 contains 4901 members 
Mstep: Class 15 contains 165640 members 
Mstep: Class 16 contains 237162 members 
Mstep: Class 17 contains 31895 members 
Mstep: Class 18 contains 41128 members 
Mstep: Class 19 contains 661 members 
Mstep: Class 20 contains 6452 members 
Mstep: Class 21 contains 42035 members 
Mstep: Class 22 contains 39732 members 
Mstep: Class 23 contains 4376 members 
Mstep: Class 24 contains 14089 members 
Mstep: Class 25 contains 36098 members 
Mstep: Class 26 contains 28930 members 
Mstep: Class 27 contains 10449 members 
Mstep: Class 28 contains 19040 members 
Mstep: Class 29 contains 21824 members 
Mstep: Class 30 contains 27514 members 
Mstep: Class 31 contains 3753 members 
Mstep: Class 32 contains 17662 members 
Mstep: Class 33 contains 927 members 
Mstep: Class 34 contains 42492 members 
Mstep: Class 35 contains 77524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147338608.000000 Penalty: 121415.765625
Iteration 44Q: 36 clusters Score -1.473386e+08 nChanged 14327
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 28718 members 
Mstep: Class 2 contains 13709 members 
Mstep: Class 3 contains 4170 members 
Mstep: Class 4 contains 13380 members 
Mstep: Class 5 contains 4395 members 
Mstep: Class 6 contains 2740 members 
Mstep: Class 7 contains 3907 members 
Mstep: Class 8 contains 6765 members 
Mstep: Class 9 contains 189834 members 
Mstep: Class 10 contains 8213 members 
Mstep: Class 11 contains 3989 members 
Mstep: Class 12 contains 26210 members 
Mstep: Class 13 contains 7453 members 
Mstep: Class 14 contains 5083 members 
Mstep: Class 15 contains 169818 members 
Mstep: Class 16 contains 235210 members 
Mstep: Class 17 contains 31308 members 
Mstep: Class 18 contains 40847 members 
Mstep: Class 19 contains 655 members 
Mstep: Class 20 contains 6513 members 
Mstep: Class 21 contains 41881 members 
Mstep: Class 22 contains 39680 members 
Mstep: Class 23 contains 4378 members 
Mstep: Class 24 contains 14103 members 
Mstep: Class 25 contains 35939 members 
Mstep: Class 26 contains 29694 members 
Mstep: Class 27 contains 10553 members 
Mstep: Class 28 contains 19505 members 
Mstep: Class 29 contains 21902 members 
Mstep: Class 30 contains 26865 members 
Mstep: Class 31 contains 3803 members 
Mstep: Class 32 contains 17766 members 
Mstep: Class 33 contains 933 members 
Mstep: Class 34 contains 41881 members 
Mstep: Class 35 contains 76291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147343200.000000 Penalty: 121415.765625
Iteration 45Q: 36 clusters Score -1.473432e+08 nChanged 13236
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 28537 members 
Mstep: Class 2 contains 13723 members 
Mstep: Class 3 contains 4170 members 
Mstep: Class 4 contains 13329 members 
Mstep: Class 5 contains 4363 members 
Mstep: Class 6 contains 2768 members 
Mstep: Class 7 contains 3899 members 
Mstep: Class 8 contains 6945 members 
Mstep: Class 9 contains 189427 members 
Mstep: Class 10 contains 8230 members 
Mstep: Class 11 contains 4011 members 
Mstep: Class 12 contains 26178 members 
Mstep: Class 13 contains 7463 members 
Mstep: Class 14 contains 5247 members 
Mstep: Class 15 contains 174227 members 
Mstep: Class 16 contains 233036 members 
Mstep: Class 17 contains 30777 members 
Mstep: Class 18 contains 40637 members 
Mstep: Class 19 contains 663 members 
Mstep: Class 20 contains 6574 members 
Mstep: Class 21 contains 41746 members 
Mstep: Class 22 contains 39563 members 
Mstep: Class 23 contains 4384 members 
Mstep: Class 24 contains 14110 members 
Mstep: Class 25 contains 35877 members 
Mstep: Class 26 contains 30330 members 
Mstep: Class 27 contains 10590 members 
Mstep: Class 28 contains 19877 members 
Mstep: Class 29 contains 21942 members 
Mstep: Class 30 contains 26331 members 
Mstep: Class 31 contains 3842 members 
Mstep: Class 32 contains 17856 members 
Mstep: Class 33 contains 926 members 
Mstep: Class 34 contains 41374 members 
Mstep: Class 35 contains 75139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147348848.000000 Penalty: 121415.765625
Iteration 46Q: 36 clusters Score -1.473488e+08 nChanged 12478
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 28376 members 
Mstep: Class 2 contains 13745 members 
Mstep: Class 3 contains 4170 members 
Mstep: Class 4 contains 13285 members 
Mstep: Class 5 contains 4341 members 
Mstep: Class 6 contains 2795 members 
Mstep: Class 7 contains 3885 members 
Mstep: Class 8 contains 7078 members 
Mstep: Class 9 contains 188879 members 
Mstep: Class 10 contains 8242 members 
Mstep: Class 11 contains 4014 members 
Mstep: Class 12 contains 26161 members 
Mstep: Class 13 contains 7489 members 
Mstep: Class 14 contains 5382 members 
Mstep: Class 15 contains 178919 members 
Mstep: Class 16 contains 230665 members 
Mstep: Class 17 contains 30311 members 
Mstep: Class 18 contains 40425 members 
Mstep: Class 19 contains 666 members 
Mstep: Class 20 contains 6631 members 
Mstep: Class 21 contains 41608 members 
Mstep: Class 22 contains 39344 members 
Mstep: Class 23 contains 4390 members 
Mstep: Class 24 contains 14123 members 
Mstep: Class 25 contains 35880 members 
Mstep: Class 26 contains 30832 members 
Mstep: Class 27 contains 10581 members 
Mstep: Class 28 contains 20193 members 
Mstep: Class 29 contains 21966 members 
Mstep: Class 30 contains 25941 members 
Mstep: Class 31 contains 3860 members 
Mstep: Class 32 contains 17910 members 
Mstep: Class 33 contains 925 members 
Mstep: Class 34 contains 40954 members 
Mstep: Class 35 contains 74125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147353280.000000 Penalty: 121415.765625
Iteration 47Q: 36 clusters Score -1.473533e+08 nChanged 12130
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 28243 members 
Mstep: Class 2 contains 13750 members 
Mstep: Class 3 contains 4170 members 
Mstep: Class 4 contains 13183 members 
Mstep: Class 5 contains 4321 members 
Mstep: Class 6 contains 2805 members 
Mstep: Class 7 contains 3882 members 
Mstep: Class 8 contains 7207 members 
Mstep: Class 9 contains 188249 members 
Mstep: Class 10 contains 8249 members 
Mstep: Class 11 contains 4038 members 
Mstep: Class 12 contains 26133 members 
Mstep: Class 13 contains 7510 members 
Mstep: Class 14 contains 5491 members 
Mstep: Class 15 contains 183587 members 
Mstep: Class 16 contains 228310 members 
Mstep: Class 17 contains 29890 members 
Mstep: Class 18 contains 40276 members 
Mstep: Class 19 contains 677 members 
Mstep: Class 20 contains 6677 members 
Mstep: Class 21 contains 41450 members 
Mstep: Class 22 contains 39182 members 
Mstep: Class 23 contains 4391 members 
Mstep: Class 24 contains 14125 members 
Mstep: Class 25 contains 35872 members 
Mstep: Class 26 contains 31239 members 
Mstep: Class 27 contains 10488 members 
Mstep: Class 28 contains 20463 members 
Mstep: Class 29 contains 22010 members 
Mstep: Class 30 contains 25698 members 
Mstep: Class 31 contains 3871 members 
Mstep: Class 32 contains 17987 members 
Mstep: Class 33 contains 916 members 
Mstep: Class 34 contains 40631 members 
Mstep: Class 35 contains 73120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147357264.000000 Penalty: 121415.765625
Iteration 48Q: 36 clusters Score -1.473573e+08 nChanged 11445
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 28107 members 
Mstep: Class 2 contains 13750 members 
Mstep: Class 3 contains 4170 members 
Mstep: Class 4 contains 13098 members 
Mstep: Class 5 contains 4308 members 
Mstep: Class 6 contains 2817 members 
Mstep: Class 7 contains 3886 members 
Mstep: Class 8 contains 7307 members 
Mstep: Class 9 contains 187667 members 
Mstep: Class 10 contains 8281 members 
Mstep: Class 11 contains 4083 members 
Mstep: Class 12 contains 26107 members 
Mstep: Class 13 contains 7513 members 
Mstep: Class 14 contains 5571 members 
Mstep: Class 15 contains 188005 members 
Mstep: Class 16 contains 226024 members 
Mstep: Class 17 contains 29491 members 
Mstep: Class 18 contains 40178 members 
Mstep: Class 19 contains 679 members 
Mstep: Class 20 contains 6714 members 
Mstep: Class 21 contains 41280 members 
Mstep: Class 22 contains 39055 members 
Mstep: Class 23 contains 4392 members 
Mstep: Class 24 contains 14121 members 
Mstep: Class 25 contains 35910 members 
Mstep: Class 26 contains 31554 members 
Mstep: Class 27 contains 10404 members 
Mstep: Class 28 contains 20695 members 
Mstep: Class 29 contains 22022 members 
Mstep: Class 30 contains 25495 members 
Mstep: Class 31 contains 3895 members 
Mstep: Class 32 contains 18070 members 
Mstep: Class 33 contains 915 members 
Mstep: Class 34 contains 40360 members 
Mstep: Class 35 contains 72167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147360496.000000 Penalty: 121415.765625
Iteration 49Q: 36 clusters Score -1.473605e+08 nChanged 10663
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 27979 members 
Mstep: Class 2 contains 13741 members 
Mstep: Class 3 contains 4170 members 
Mstep: Class 4 contains 13024 members 
Mstep: Class 5 contains 4285 members 
Mstep: Class 6 contains 2823 members 
Mstep: Class 7 contains 3879 members 
Mstep: Class 8 contains 7394 members 
Mstep: Class 9 contains 187118 members 
Mstep: Class 10 contains 8303 members 
Mstep: Class 11 contains 4138 members 
Mstep: Class 12 contains 26080 members 
Mstep: Class 13 contains 7512 members 
Mstep: Class 14 contains 5638 members 
Mstep: Class 15 contains 192056 members 
Mstep: Class 16 contains 224058 members 
Mstep: Class 17 contains 29126 members 
Mstep: Class 18 contains 40100 members 
Mstep: Class 19 contains 683 members 
Mstep: Class 20 contains 6735 members 
Mstep: Class 21 contains 41104 members 
Mstep: Class 22 contains 38961 members 
Mstep: Class 23 contains 4391 members 
Mstep: Class 24 contains 14127 members 
Mstep: Class 25 contains 35948 members 
Mstep: Class 26 contains 31808 members 
Mstep: Class 27 contains 10311 members 
Mstep: Class 28 contains 20899 members 
Mstep: Class 29 contains 22027 members 
Mstep: Class 30 contains 25322 members 
Mstep: Class 31 contains 3916 members 
Mstep: Class 32 contains 18140 members 
Mstep: Class 33 contains 913 members 
Mstep: Class 34 contains 40115 members 
Mstep: Class 35 contains 71267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147362720.000000 Penalty: 121415.765625
Iteration 50Q: 36 clusters Score -1.473627e+08 nChanged 9769
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 27864 members 
Mstep: Class 2 contains 13732 members 
Mstep: Class 3 contains 4170 members 
Mstep: Class 4 contains 12949 members 
Mstep: Class 5 contains 4224 members 
Mstep: Class 6 contains 2825 members 
Mstep: Class 7 contains 3878 members 
Mstep: Class 8 contains 7451 members 
Mstep: Class 9 contains 186603 members 
Mstep: Class 10 contains 8311 members 
Mstep: Class 11 contains 4176 members 
Mstep: Class 12 contains 26059 members 
Mstep: Class 13 contains 7508 members 
Mstep: Class 14 contains 5711 members 
Mstep: Class 15 contains 195641 members 
Mstep: Class 16 contains 222422 members 
Mstep: Class 17 contains 28794 members 
Mstep: Class 18 contains 40057 members 
Mstep: Class 19 contains 694 members 
Mstep: Class 20 contains 6749 members 
Mstep: Class 21 contains 40946 members 
Mstep: Class 22 contains 38826 members 
Mstep: Class 23 contains 4390 members 
Mstep: Class 24 contains 14130 members 
Mstep: Class 25 contains 36001 members 
Mstep: Class 26 contains 32014 members 
Mstep: Class 27 contains 10258 members 
Mstep: Class 28 contains 21118 members 
Mstep: Class 29 contains 22007 members 
Mstep: Class 30 contains 25190 members 
Mstep: Class 31 contains 3941 members 
Mstep: Class 32 contains 18172 members 
Mstep: Class 33 contains 901 members 
Mstep: Class 34 contains 39939 members 
Mstep: Class 35 contains 70440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147364688.000000 Penalty: 121415.765625
Iteration 51Q: 36 clusters Score -1.473647e+08 nChanged 8682
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 27723 members 
Mstep: Class 2 contains 13732 members 
Mstep: Class 3 contains 4170 members 
Mstep: Class 4 contains 12887 members 
Mstep: Class 5 contains 4180 members 
Mstep: Class 6 contains 2822 members 
Mstep: Class 7 contains 3867 members 
Mstep: Class 8 contains 7520 members 
Mstep: Class 9 contains 186079 members 
Mstep: Class 10 contains 8318 members 
Mstep: Class 11 contains 4195 members 
Mstep: Class 12 contains 26049 members 
Mstep: Class 13 contains 7505 members 
Mstep: Class 14 contains 5793 members 
Mstep: Class 15 contains 198680 members 
Mstep: Class 16 contains 221201 members 
Mstep: Class 17 contains 28492 members 
Mstep: Class 18 contains 39993 members 
Mstep: Class 19 contains 699 members 
Mstep: Class 20 contains 6752 members 
Mstep: Class 21 contains 40755 members 
Mstep: Class 22 contains 38757 members 
Mstep: Class 23 contains 4391 members 
Mstep: Class 24 contains 14140 members 
Mstep: Class 25 contains 36028 members 
Mstep: Class 26 contains 32197 members 
Mstep: Class 27 contains 10203 members 
Mstep: Class 28 contains 21290 members 
Mstep: Class 29 contains 21980 members 
Mstep: Class 30 contains 25103 members 
Mstep: Class 31 contains 3984 members 
Mstep: Class 32 contains 18228 members 
Mstep: Class 33 contains 898 members 
Mstep: Class 34 contains 39795 members 
Mstep: Class 35 contains 69685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147365552.000000 Penalty: 121415.765625
Iteration 52Q: 36 clusters Score -1.473656e+08 nChanged 7637
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 27591 members 
Mstep: Class 2 contains 13734 members 
Mstep: Class 3 contains 4170 members 
Mstep: Class 4 contains 12826 members 
Mstep: Class 5 contains 4121 members 
Mstep: Class 6 contains 2820 members 
Mstep: Class 7 contains 3872 members 
Mstep: Class 8 contains 7583 members 
Mstep: Class 9 contains 185582 members 
Mstep: Class 10 contains 8331 members 
Mstep: Class 11 contains 4219 members 
Mstep: Class 12 contains 26054 members 
Mstep: Class 13 contains 7513 members 
Mstep: Class 14 contains 5858 members 
Mstep: Class 15 contains 201060 members 
Mstep: Class 16 contains 220440 members 
Mstep: Class 17 contains 28164 members 
Mstep: Class 18 contains 39937 members 
Mstep: Class 19 contains 705 members 
Mstep: Class 20 contains 6762 members 
Mstep: Class 21 contains 40531 members 
Mstep: Class 22 contains 38716 members 
Mstep: Class 23 contains 4391 members 
Mstep: Class 24 contains 14135 members 
Mstep: Class 25 contains 36082 members 
Mstep: Class 26 contains 32350 members 
Mstep: Class 27 contains 10115 members 
Mstep: Class 28 contains 21465 members 
Mstep: Class 29 contains 21932 members 
Mstep: Class 30 contains 25061 members 
Mstep: Class 31 contains 4028 members 
Mstep: Class 32 contains 18300 members 
Mstep: Class 33 contains 892 members 
Mstep: Class 34 contains 39664 members 
Mstep: Class 35 contains 69087 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147366624.000000 Penalty: 121415.765625
Iteration 53Q: 36 clusters Score -1.473666e+08 nChanged 6641
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 27484 members 
Mstep: Class 2 contains 13742 members 
Mstep: Class 3 contains 4170 members 
Mstep: Class 4 contains 12760 members 
Mstep: Class 5 contains 4074 members 
Mstep: Class 6 contains 2817 members 
Mstep: Class 7 contains 3862 members 
Mstep: Class 8 contains 7632 members 
Mstep: Class 9 contains 185111 members 
Mstep: Class 10 contains 8345 members 
Mstep: Class 11 contains 4241 members 
Mstep: Class 12 contains 26053 members 
Mstep: Class 13 contains 7516 members 
Mstep: Class 14 contains 5927 members 
Mstep: Class 15 contains 202831 members 
Mstep: Class 16 contains 219979 members 
Mstep: Class 17 contains 27875 members 
Mstep: Class 18 contains 39918 members 
Mstep: Class 19 contains 712 members 
Mstep: Class 20 contains 6765 members 
Mstep: Class 21 contains 40362 members 
Mstep: Class 22 contains 38716 members 
Mstep: Class 23 contains 4392 members 
Mstep: Class 24 contains 14145 members 
Mstep: Class 25 contains 36124 members 
Mstep: Class 26 contains 32471 members 
Mstep: Class 27 contains 10020 members 
Mstep: Class 28 contains 21652 members 
Mstep: Class 29 contains 21897 members 
Mstep: Class 30 contains 25064 members 
Mstep: Class 31 contains 4075 members 
Mstep: Class 32 contains 18336 members 
Mstep: Class 33 contains 886 members 
Mstep: Class 34 contains 39533 members 
Mstep: Class 35 contains 68604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147368048.000000 Penalty: 121415.765625
Iteration 54Q: 36 clusters Score -1.47368e+08 nChanged 5617
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 27367 members 
Mstep: Class 2 contains 13752 members 
Mstep: Class 3 contains 4170 members 
Mstep: Class 4 contains 12705 members 
Mstep: Class 5 contains 4010 members 
Mstep: Class 6 contains 2817 members 
Mstep: Class 7 contains 3869 members 
Mstep: Class 8 contains 7679 members 
Mstep: Class 9 contains 184721 members 
Mstep: Class 10 contains 8357 members 
Mstep: Class 11 contains 4253 members 
Mstep: Class 12 contains 26057 members 
Mstep: Class 13 contains 7520 members 
Mstep: Class 14 contains 6005 members 
Mstep: Class 15 contains 204109 members 
Mstep: Class 16 contains 219850 members 
Mstep: Class 17 contains 27563 members 
Mstep: Class 18 contains 39887 members 
Mstep: Class 19 contains 713 members 
Mstep: Class 20 contains 6767 members 
Mstep: Class 21 contains 40220 members 
Mstep: Class 22 contains 38745 members 
Mstep: Class 23 contains 4391 members 
Mstep: Class 24 contains 14138 members 
Mstep: Class 25 contains 36139 members 
Mstep: Class 26 contains 32593 members 
Mstep: Class 27 contains 9953 members 
Mstep: Class 28 contains 21829 members 
Mstep: Class 29 contains 21864 members 
Mstep: Class 30 contains 25016 members 
Mstep: Class 31 contains 4142 members 
Mstep: Class 32 contains 18361 members 
Mstep: Class 33 contains 886 members 
Mstep: Class 34 contains 39432 members 
Mstep: Class 35 contains 68211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147367808.000000 Penalty: 121415.765625
Iteration 55Q: 36 clusters Score -1.473678e+08 nChanged 4724
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 27209 members 
Mstep: Class 2 contains 13757 members 
Mstep: Class 3 contains 4170 members 
Mstep: Class 4 contains 12663 members 
Mstep: Class 5 contains 3942 members 
Mstep: Class 6 contains 2818 members 
Mstep: Class 7 contains 3871 members 
Mstep: Class 8 contains 7711 members 
Mstep: Class 9 contains 184409 members 
Mstep: Class 10 contains 8367 members 
Mstep: Class 11 contains 4264 members 
Mstep: Class 12 contains 26059 members 
Mstep: Class 13 contains 7518 members 
Mstep: Class 14 contains 6069 members 
Mstep: Class 15 contains 205025 members 
Mstep: Class 16 contains 219884 members 
Mstep: Class 17 contains 27274 members 
Mstep: Class 18 contains 39854 members 
Mstep: Class 19 contains 714 members 
Mstep: Class 20 contains 6763 members 
Mstep: Class 21 contains 40145 members 
Mstep: Class 22 contains 38779 members 
Mstep: Class 23 contains 4393 members 
Mstep: Class 24 contains 14136 members 
Mstep: Class 25 contains 36157 members 
Mstep: Class 26 contains 32705 members 
Mstep: Class 27 contains 9871 members 
Mstep: Class 28 contains 22000 members 
Mstep: Class 29 contains 21817 members 
Mstep: Class 30 contains 25004 members 
Mstep: Class 31 contains 4214 members 
Mstep: Class 32 contains 18390 members 
Mstep: Class 33 contains 886 members 
Mstep: Class 34 contains 39347 members 
Mstep: Class 35 contains 67906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147367728.000000 Penalty: 121415.765625
Iteration 56Q: 36 clusters Score -1.473677e+08 nChanged 4134
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 27066 members 
Mstep: Class 2 contains 13755 members 
Mstep: Class 3 contains 4170 members 
Mstep: Class 4 contains 12616 members 
Mstep: Class 5 contains 3883 members 
Mstep: Class 6 contains 2822 members 
Mstep: Class 7 contains 3849 members 
Mstep: Class 8 contains 7748 members 
Mstep: Class 9 contains 184108 members 
Mstep: Class 10 contains 8382 members 
Mstep: Class 11 contains 4270 members 
Mstep: Class 12 contains 26049 members 
Mstep: Class 13 contains 7520 members 
Mstep: Class 14 contains 6134 members 
Mstep: Class 15 contains 205660 members 
Mstep: Class 16 contains 220053 members 
Mstep: Class 17 contains 26997 members 
Mstep: Class 18 contains 39811 members 
Mstep: Class 19 contains 714 members 
Mstep: Class 20 contains 6763 members 
Mstep: Class 21 contains 40106 members 
Mstep: Class 22 contains 38802 members 
Mstep: Class 23 contains 4395 members 
Mstep: Class 24 contains 14158 members 
Mstep: Class 25 contains 36223 members 
Mstep: Class 26 contains 32812 members 
Mstep: Class 27 contains 9790 members 
Mstep: Class 28 contains 22152 members 
Mstep: Class 29 contains 21763 members 
Mstep: Class 30 contains 25006 members 
Mstep: Class 31 contains 4294 members 
Mstep: Class 32 contains 18410 members 
Mstep: Class 33 contains 886 members 
Mstep: Class 34 contains 39269 members 
Mstep: Class 35 contains 67655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147368048.000000 Penalty: 121415.765625
Iteration 57Q: 36 clusters Score -1.47368e+08 nChanged 3695
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 26941 members 
Mstep: Class 2 contains 13764 members 
Mstep: Class 3 contains 4170 members 
Mstep: Class 4 contains 12559 members 
Mstep: Class 5 contains 3808 members 
Mstep: Class 6 contains 2825 members 
Mstep: Class 7 contains 3839 members 
Mstep: Class 8 contains 7783 members 
Mstep: Class 9 contains 183853 members 
Mstep: Class 10 contains 8407 members 
Mstep: Class 11 contains 4271 members 
Mstep: Class 12 contains 26045 members 
Mstep: Class 13 contains 7518 members 
Mstep: Class 14 contains 6201 members 
Mstep: Class 15 contains 206142 members 
Mstep: Class 16 contains 220242 members 
Mstep: Class 17 contains 26663 members 
Mstep: Class 18 contains 39759 members 
Mstep: Class 19 contains 715 members 
Mstep: Class 20 contains 6763 members 
Mstep: Class 21 contains 40075 members 
Mstep: Class 22 contains 38860 members 
Mstep: Class 23 contains 4395 members 
Mstep: Class 24 contains 14168 members 
Mstep: Class 25 contains 36293 members 
Mstep: Class 26 contains 32932 members 
Mstep: Class 27 contains 9727 members 
Mstep: Class 28 contains 22303 members 
Mstep: Class 29 contains 21706 members 
Mstep: Class 30 contains 25035 members 
Mstep: Class 31 contains 4371 members 
Mstep: Class 32 contains 18439 members 
Mstep: Class 33 contains 885 members 
Mstep: Class 34 contains 39187 members 
Mstep: Class 35 contains 67447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147367936.000000 Penalty: 121415.765625
Iteration 58Q: 36 clusters Score -1.473679e+08 nChanged 3358
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 26840 members 
Mstep: Class 2 contains 13774 members 
Mstep: Class 3 contains 4170 members 
Mstep: Class 4 contains 12501 members 
Mstep: Class 5 contains 3745 members 
Mstep: Class 6 contains 2824 members 
Mstep: Class 7 contains 3818 members 
Mstep: Class 8 contains 7819 members 
Mstep: Class 9 contains 183658 members 
Mstep: Class 10 contains 8429 members 
Mstep: Class 11 contains 4276 members 
Mstep: Class 12 contains 26032 members 
Mstep: Class 13 contains 7519 members 
Mstep: Class 14 contains 6263 members 
Mstep: Class 15 contains 206470 members 
Mstep: Class 16 contains 220491 members 
Mstep: Class 17 contains 26318 members 
Mstep: Class 18 contains 39707 members 
Mstep: Class 19 contains 715 members 
Mstep: Class 20 contains 6766 members 
Mstep: Class 21 contains 40074 members 
Mstep: Class 22 contains 38964 members 
Mstep: Class 23 contains 4395 members 
Mstep: Class 24 contains 14190 members 
Mstep: Class 25 contains 36343 members 
Mstep: Class 26 contains 33050 members 
Mstep: Class 27 contains 9646 members 
Mstep: Class 28 contains 22437 members 
Mstep: Class 29 contains 21638 members 
Mstep: Class 30 contains 25087 members 
Mstep: Class 31 contains 4440 members 
Mstep: Class 32 contains 18458 members 
Mstep: Class 33 contains 885 members 
Mstep: Class 34 contains 39114 members 
Mstep: Class 35 contains 67235 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147367696.000000 Penalty: 121415.765625
Iteration 59Q: 36 clusters Score -1.473677e+08 nChanged 3016
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 26735 members 
Mstep: Class 2 contains 13779 members 
Mstep: Class 3 contains 4170 members 
Mstep: Class 4 contains 12463 members 
Mstep: Class 5 contains 3687 members 
Mstep: Class 6 contains 2826 members 
Mstep: Class 7 contains 3820 members 
Mstep: Class 8 contains 7856 members 
Mstep: Class 9 contains 183484 members 
Mstep: Class 10 contains 8440 members 
Mstep: Class 11 contains 4287 members 
Mstep: Class 12 contains 26021 members 
Mstep: Class 13 contains 7520 members 
Mstep: Class 14 contains 6331 members 
Mstep: Class 15 contains 206724 members 
Mstep: Class 16 contains 220742 members 
Mstep: Class 17 contains 26002 members 
Mstep: Class 18 contains 39640 members 
Mstep: Class 19 contains 715 members 
Mstep: Class 20 contains 6769 members 
Mstep: Class 21 contains 40091 members 
Mstep: Class 22 contains 39037 members 
Mstep: Class 23 contains 4394 members 
Mstep: Class 24 contains 14185 members 
Mstep: Class 25 contains 36383 members 
Mstep: Class 26 contains 33181 members 
Mstep: Class 27 contains 9561 members 
Mstep: Class 28 contains 22573 members 
Mstep: Class 29 contains 21562 members 
Mstep: Class 30 contains 25123 members 
Mstep: Class 31 contains 4517 members 
Mstep: Class 32 contains 18478 members 
Mstep: Class 33 contains 889 members 
Mstep: Class 34 contains 39049 members 
Mstep: Class 35 contains 67057 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147369920.000000 Penalty: 121415.765625
Iteration 60F: 36 clusters Score -1.473699e+08 nChanged 3175
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 26653 members 
Mstep: Class 2 contains 13786 members 
Mstep: Class 3 contains 4170 members 
Mstep: Class 4 contains 12421 members 
Mstep: Class 5 contains 3670 members 
Mstep: Class 6 contains 2830 members 
Mstep: Class 7 contains 3811 members 
Mstep: Class 8 contains 7900 members 
Mstep: Class 9 contains 183306 members 
Mstep: Class 10 contains 8444 members 
Mstep: Class 11 contains 4300 members 
Mstep: Class 12 contains 26018 members 
Mstep: Class 13 contains 7527 members 
Mstep: Class 14 contains 6397 members 
Mstep: Class 15 contains 207071 members 
Mstep: Class 16 contains 220854 members 
Mstep: Class 17 contains 25653 members 
Mstep: Class 18 contains 39564 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 6775 members 
Mstep: Class 21 contains 40123 members 
Mstep: Class 22 contains 39063 members 
Mstep: Class 23 contains 4396 members 
Mstep: Class 24 contains 14191 members 
Mstep: Class 25 contains 36410 members 
Mstep: Class 26 contains 33337 members 
Mstep: Class 27 contains 9491 members 
Mstep: Class 28 contains 22694 members 
Mstep: Class 29 contains 21491 members 
Mstep: Class 30 contains 25107 members 
Mstep: Class 31 contains 4598 members 
Mstep: Class 32 contains 18505 members 
Mstep: Class 33 contains 897 members 
Mstep: Class 34 contains 38990 members 
Mstep: Class 35 contains 66939 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147371632.000000 Penalty: 121415.765625
Iteration 61Q: 36 clusters Score -1.473716e+08 nChanged 2962
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 26577 members 
Mstep: Class 2 contains 13796 members 
Mstep: Class 3 contains 4170 members 
Mstep: Class 4 contains 12381 members 
Mstep: Class 5 contains 3638 members 
Mstep: Class 6 contains 2834 members 
Mstep: Class 7 contains 3804 members 
Mstep: Class 8 contains 7938 members 
Mstep: Class 9 contains 183134 members 
Mstep: Class 10 contains 8450 members 
Mstep: Class 11 contains 4327 members 
Mstep: Class 12 contains 26012 members 
Mstep: Class 13 contains 7528 members 
Mstep: Class 14 contains 6446 members 
Mstep: Class 15 contains 207375 members 
Mstep: Class 16 contains 220920 members 
Mstep: Class 17 contains 25330 members 
Mstep: Class 18 contains 39488 members 
Mstep: Class 19 contains 782 members 
Mstep: Class 20 contains 6778 members 
Mstep: Class 21 contains 40147 members 
Mstep: Class 22 contains 39139 members 
Mstep: Class 23 contains 4395 members 
Mstep: Class 24 contains 14198 members 
Mstep: Class 25 contains 36431 members 
Mstep: Class 26 contains 33479 members 
Mstep: Class 27 contains 9415 members 
Mstep: Class 28 contains 22813 members 
Mstep: Class 29 contains 21432 members 
Mstep: Class 30 contains 25150 members 
Mstep: Class 31 contains 4681 members 
Mstep: Class 32 contains 18540 members 
Mstep: Class 33 contains 912 members 
Mstep: Class 34 contains 38947 members 
Mstep: Class 35 contains 66794 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147372496.000000 Penalty: 121415.765625
Iteration 62Q: 36 clusters Score -1.473725e+08 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 26507 members 
Mstep: Class 2 contains 13799 members 
Mstep: Class 3 contains 4170 members 
Mstep: Class 4 contains 12352 members 
Mstep: Class 5 contains 3586 members 
Mstep: Class 6 contains 2836 members 
Mstep: Class 7 contains 3809 members 
Mstep: Class 8 contains 7973 members 
Mstep: Class 9 contains 182994 members 
Mstep: Class 10 contains 8452 members 
Mstep: Class 11 contains 4327 members 
Mstep: Class 12 contains 26015 members 
Mstep: Class 13 contains 7539 members 
Mstep: Class 14 contains 6488 members 
Mstep: Class 15 contains 207597 members 
Mstep: Class 16 contains 220971 members 
Mstep: Class 17 contains 25038 members 
Mstep: Class 18 contains 39401 members 
Mstep: Class 19 contains 778 members 
Mstep: Class 20 contains 6775 members 
Mstep: Class 21 contains 40175 members 
Mstep: Class 22 contains 39239 members 
Mstep: Class 23 contains 4397 members 
Mstep: Class 24 contains 14194 members 
Mstep: Class 25 contains 36461 members 
Mstep: Class 26 contains 33598 members 
Mstep: Class 27 contains 9340 members 
Mstep: Class 28 contains 22938 members 
Mstep: Class 29 contains 21381 members 
Mstep: Class 30 contains 25204 members 
Mstep: Class 31 contains 4777 members 
Mstep: Class 32 contains 18562 members 
Mstep: Class 33 contains 916 members 
Mstep: Class 34 contains 38903 members 
Mstep: Class 35 contains 66689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147372480.000000 Penalty: 121415.765625
Iteration 63Q: 36 clusters Score -1.473725e+08 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 26414 members 
Mstep: Class 2 contains 13791 members 
Mstep: Class 3 contains 4170 members 
Mstep: Class 4 contains 12339 members 
Mstep: Class 5 contains 3528 members 
Mstep: Class 6 contains 2836 members 
Mstep: Class 7 contains 3825 members 
Mstep: Class 8 contains 8006 members 
Mstep: Class 9 contains 182872 members 
Mstep: Class 10 contains 8455 members 
Mstep: Class 11 contains 4332 members 
Mstep: Class 12 contains 26025 members 
Mstep: Class 13 contains 7548 members 
Mstep: Class 14 contains 6536 members 
Mstep: Class 15 contains 207763 members 
Mstep: Class 16 contains 221028 members 
Mstep: Class 17 contains 24746 members 
Mstep: Class 18 contains 39329 members 
Mstep: Class 19 contains 771 members 
Mstep: Class 20 contains 6777 members 
Mstep: Class 21 contains 40230 members 
Mstep: Class 22 contains 39335 members 
Mstep: Class 23 contains 4398 members 
Mstep: Class 24 contains 14177 members 
Mstep: Class 25 contains 36493 members 
Mstep: Class 26 contains 33686 members 
Mstep: Class 27 contains 9238 members 
Mstep: Class 28 contains 23058 members 
Mstep: Class 29 contains 21343 members 
Mstep: Class 30 contains 25267 members 
Mstep: Class 31 contains 4875 members 
Mstep: Class 32 contains 18593 members 
Mstep: Class 33 contains 924 members 
Mstep: Class 34 contains 38872 members 
Mstep: Class 35 contains 66601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147372992.000000 Penalty: 121415.765625
Iteration 64Q: 36 clusters Score -1.47373e+08 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 26341 members 
Mstep: Class 2 contains 13799 members 
Mstep: Class 3 contains 4170 members 
Mstep: Class 4 contains 12328 members 
Mstep: Class 5 contains 3482 members 
Mstep: Class 6 contains 2836 members 
Mstep: Class 7 contains 3833 members 
Mstep: Class 8 contains 8033 members 
Mstep: Class 9 contains 182737 members 
Mstep: Class 10 contains 8455 members 
Mstep: Class 11 contains 4345 members 
Mstep: Class 12 contains 26029 members 
Mstep: Class 13 contains 7546 members 
Mstep: Class 14 contains 6584 members 
Mstep: Class 15 contains 207893 members 
Mstep: Class 16 contains 221079 members 
Mstep: Class 17 contains 24465 members 
Mstep: Class 18 contains 39252 members 
Mstep: Class 19 contains 769 members 
Mstep: Class 20 contains 6775 members 
Mstep: Class 21 contains 40283 members 
Mstep: Class 22 contains 39436 members 
Mstep: Class 23 contains 4400 members 
Mstep: Class 24 contains 14171 members 
Mstep: Class 25 contains 36522 members 
Mstep: Class 26 contains 33765 members 
Mstep: Class 27 contains 9165 members 
Mstep: Class 28 contains 23191 members 
Mstep: Class 29 contains 21312 members 
Mstep: Class 30 contains 25327 members 
Mstep: Class 31 contains 4963 members 
Mstep: Class 32 contains 18619 members 
Mstep: Class 33 contains 924 members 
Mstep: Class 34 contains 38837 members 
Mstep: Class 35 contains 66515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147372592.000000 Penalty: 121415.765625
Iteration 65Q: 36 clusters Score -1.473726e+08 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 26258 members 
Mstep: Class 2 contains 13801 members 
Mstep: Class 3 contains 4170 members 
Mstep: Class 4 contains 12313 members 
Mstep: Class 5 contains 3420 members 
Mstep: Class 6 contains 2838 members 
Mstep: Class 7 contains 3846 members 
Mstep: Class 8 contains 8048 members 
Mstep: Class 9 contains 182592 members 
Mstep: Class 10 contains 8454 members 
Mstep: Class 11 contains 4355 members 
Mstep: Class 12 contains 26037 members 
Mstep: Class 13 contains 7547 members 
Mstep: Class 14 contains 6624 members 
Mstep: Class 15 contains 208000 members 
Mstep: Class 16 contains 221124 members 
Mstep: Class 17 contains 24201 members 
Mstep: Class 18 contains 39178 members 
Mstep: Class 19 contains 769 members 
Mstep: Class 20 contains 6776 members 
Mstep: Class 21 contains 40338 members 
Mstep: Class 22 contains 39552 members 
Mstep: Class 23 contains 4402 members 
Mstep: Class 24 contains 14158 members 
Mstep: Class 25 contains 36564 members 
Mstep: Class 26 contains 33852 members 
Mstep: Class 27 contains 9074 members 
Mstep: Class 28 contains 23339 members 
Mstep: Class 29 contains 21275 members 
Mstep: Class 30 contains 25395 members 
Mstep: Class 31 contains 5071 members 
Mstep: Class 32 contains 18643 members 
Mstep: Class 33 contains 924 members 
Mstep: Class 34 contains 38808 members 
Mstep: Class 35 contains 66435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147372880.000000 Penalty: 121415.765625
Iteration 66Q: 36 clusters Score -1.473729e+08 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 26181 members 
Mstep: Class 2 contains 13792 members 
Mstep: Class 3 contains 4170 members 
Mstep: Class 4 contains 12302 members 
Mstep: Class 5 contains 3375 members 
Mstep: Class 6 contains 2839 members 
Mstep: Class 7 contains 3859 members 
Mstep: Class 8 contains 8059 members 
Mstep: Class 9 contains 182469 members 
Mstep: Class 10 contains 8448 members 
Mstep: Class 11 contains 4366 members 
Mstep: Class 12 contains 26044 members 
Mstep: Class 13 contains 7548 members 
Mstep: Class 14 contains 6672 members 
Mstep: Class 15 contains 208062 members 
Mstep: Class 16 contains 221201 members 
Mstep: Class 17 contains 23927 members 
Mstep: Class 18 contains 39114 members 
Mstep: Class 19 contains 769 members 
Mstep: Class 20 contains 6774 members 
Mstep: Class 21 contains 40423 members 
Mstep: Class 22 contains 39634 members 
Mstep: Class 23 contains 4402 members 
Mstep: Class 24 contains 14145 members 
Mstep: Class 25 contains 36600 members 
Mstep: Class 26 contains 33934 members 
Mstep: Class 27 contains 9012 members 
Mstep: Class 28 contains 23465 members 
Mstep: Class 29 contains 21228 members 
Mstep: Class 30 contains 25460 members 
Mstep: Class 31 contains 5177 members 
Mstep: Class 32 contains 18652 members 
Mstep: Class 33 contains 924 members 
Mstep: Class 34 contains 38777 members 
Mstep: Class 35 contains 66377 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147373056.000000 Penalty: 121415.765625
Iteration 67Q: 36 clusters Score -1.473731e+08 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 26092 members 
Mstep: Class 2 contains 13783 members 
Mstep: Class 3 contains 4170 members 
Mstep: Class 4 contains 12279 members 
Mstep: Class 5 contains 3340 members 
Mstep: Class 6 contains 2839 members 
Mstep: Class 7 contains 3874 members 
Mstep: Class 8 contains 8070 members 
Mstep: Class 9 contains 182332 members 
Mstep: Class 10 contains 8444 members 
Mstep: Class 11 contains 4373 members 
Mstep: Class 12 contains 26058 members 
Mstep: Class 13 contains 7548 members 
Mstep: Class 14 contains 6734 members 
Mstep: Class 15 contains 208092 members 
Mstep: Class 16 contains 221267 members 
Mstep: Class 17 contains 23698 members 
Mstep: Class 18 contains 39035 members 
Mstep: Class 19 contains 769 members 
Mstep: Class 20 contains 6774 members 
Mstep: Class 21 contains 40517 members 
Mstep: Class 22 contains 39705 members 
Mstep: Class 23 contains 4403 members 
Mstep: Class 24 contains 14130 members 
Mstep: Class 25 contains 36624 members 
Mstep: Class 26 contains 34019 members 
Mstep: Class 27 contains 8957 members 
Mstep: Class 28 contains 23585 members 
Mstep: Class 29 contains 21191 members 
Mstep: Class 30 contains 25514 members 
Mstep: Class 31 contains 5304 members 
Mstep: Class 32 contains 18648 members 
Mstep: Class 33 contains 924 members 
Mstep: Class 34 contains 38755 members 
Mstep: Class 35 contains 66334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147373600.000000 Penalty: 121415.765625
Iteration 68Q: 36 clusters Score -1.473736e+08 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 26015 members 
Mstep: Class 2 contains 13771 members 
Mstep: Class 3 contains 4170 members 
Mstep: Class 4 contains 12242 members 
Mstep: Class 5 contains 3295 members 
Mstep: Class 6 contains 2840 members 
Mstep: Class 7 contains 3883 members 
Mstep: Class 8 contains 8088 members 
Mstep: Class 9 contains 182204 members 
Mstep: Class 10 contains 8442 members 
Mstep: Class 11 contains 4380 members 
Mstep: Class 12 contains 26072 members 
Mstep: Class 13 contains 7554 members 
Mstep: Class 14 contains 6796 members 
Mstep: Class 15 contains 208121 members 
Mstep: Class 16 contains 221337 members 
Mstep: Class 17 contains 23482 members 
Mstep: Class 18 contains 38949 members 
Mstep: Class 19 contains 771 members 
Mstep: Class 20 contains 6773 members 
Mstep: Class 21 contains 40603 members 
Mstep: Class 22 contains 39772 members 
Mstep: Class 23 contains 4404 members 
Mstep: Class 24 contains 14118 members 
Mstep: Class 25 contains 36668 members 
Mstep: Class 26 contains 34105 members 
Mstep: Class 27 contains 8897 members 
Mstep: Class 28 contains 23722 members 
Mstep: Class 29 contains 21160 members 
Mstep: Class 30 contains 25540 members 
Mstep: Class 31 contains 5414 members 
Mstep: Class 32 contains 18644 members 
Mstep: Class 33 contains 925 members 
Mstep: Class 34 contains 38736 members 
Mstep: Class 35 contains 66288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147374256.000000 Penalty: 121415.765625
Iteration 69Q: 36 clusters Score -1.473743e+08 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 25939 members 
Mstep: Class 2 contains 13762 members 
Mstep: Class 3 contains 4170 members 
Mstep: Class 4 contains 12216 members 
Mstep: Class 5 contains 3260 members 
Mstep: Class 6 contains 2842 members 
Mstep: Class 7 contains 3911 members 
Mstep: Class 8 contains 8098 members 
Mstep: Class 9 contains 182078 members 
Mstep: Class 10 contains 8453 members 
Mstep: Class 11 contains 4378 members 
Mstep: Class 12 contains 26069 members 
Mstep: Class 13 contains 7555 members 
Mstep: Class 14 contains 6855 members 
Mstep: Class 15 contains 208171 members 
Mstep: Class 16 contains 221421 members 
Mstep: Class 17 contains 23297 members 
Mstep: Class 18 contains 38872 members 
Mstep: Class 19 contains 770 members 
Mstep: Class 20 contains 6775 members 
Mstep: Class 21 contains 40665 members 
Mstep: Class 22 contains 39808 members 
Mstep: Class 23 contains 4404 members 
Mstep: Class 24 contains 14091 members 
Mstep: Class 25 contains 36704 members 
Mstep: Class 26 contains 34191 members 
Mstep: Class 27 contains 8836 members 
Mstep: Class 28 contains 23835 members 
Mstep: Class 29 contains 21123 members 
Mstep: Class 30 contains 25573 members 
Mstep: Class 31 contains 5526 members 
Mstep: Class 32 contains 18655 members 
Mstep: Class 33 contains 925 members 
Mstep: Class 34 contains 38711 members 
Mstep: Class 35 contains 66242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147373936.000000 Penalty: 121415.765625
Iteration 70Q: 36 clusters Score -1.473739e+08 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 25852 members 
Mstep: Class 2 contains 13763 members 
Mstep: Class 3 contains 4170 members 
Mstep: Class 4 contains 12207 members 
Mstep: Class 5 contains 3216 members 
Mstep: Class 6 contains 2844 members 
Mstep: Class 7 contains 3922 members 
Mstep: Class 8 contains 8111 members 
Mstep: Class 9 contains 181971 members 
Mstep: Class 10 contains 8450 members 
Mstep: Class 11 contains 4375 members 
Mstep: Class 12 contains 26071 members 
Mstep: Class 13 contains 7558 members 
Mstep: Class 14 contains 6898 members 
Mstep: Class 15 contains 208230 members 
Mstep: Class 16 contains 221488 members 
Mstep: Class 17 contains 23108 members 
Mstep: Class 18 contains 38802 members 
Mstep: Class 19 contains 769 members 
Mstep: Class 20 contains 6777 members 
Mstep: Class 21 contains 40712 members 
Mstep: Class 22 contains 39868 members 
Mstep: Class 23 contains 4403 members 
Mstep: Class 24 contains 14082 members 
Mstep: Class 25 contains 36736 members 
Mstep: Class 26 contains 34276 members 
Mstep: Class 27 contains 8788 members 
Mstep: Class 28 contains 23947 members 
Mstep: Class 29 contains 21091 members 
Mstep: Class 30 contains 25602 members 
Mstep: Class 31 contains 5630 members 
Mstep: Class 32 contains 18660 members 
Mstep: Class 33 contains 924 members 
Mstep: Class 34 contains 38695 members 
Mstep: Class 35 contains 66185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147374112.000000 Penalty: 121415.765625
Iteration 71Q: 36 clusters Score -1.473741e+08 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 25756 members 
Mstep: Class 2 contains 13764 members 
Mstep: Class 3 contains 4170 members 
Mstep: Class 4 contains 12193 members 
Mstep: Class 5 contains 3172 members 
Mstep: Class 6 contains 2846 members 
Mstep: Class 7 contains 3932 members 
Mstep: Class 8 contains 8126 members 
Mstep: Class 9 contains 181855 members 
Mstep: Class 10 contains 8457 members 
Mstep: Class 11 contains 4374 members 
Mstep: Class 12 contains 26072 members 
Mstep: Class 13 contains 7557 members 
Mstep: Class 14 contains 6949 members 
Mstep: Class 15 contains 208324 members 
Mstep: Class 16 contains 221537 members 
Mstep: Class 17 contains 22940 members 
Mstep: Class 18 contains 38739 members 
Mstep: Class 19 contains 770 members 
Mstep: Class 20 contains 6776 members 
Mstep: Class 21 contains 40712 members 
Mstep: Class 22 contains 39961 members 
Mstep: Class 23 contains 4404 members 
Mstep: Class 24 contains 14070 members 
Mstep: Class 25 contains 36773 members 
Mstep: Class 26 contains 34367 members 
Mstep: Class 27 contains 8730 members 
Mstep: Class 28 contains 24067 members 
Mstep: Class 29 contains 21059 members 
Mstep: Class 30 contains 25601 members 
Mstep: Class 31 contains 5724 members 
Mstep: Class 32 contains 18668 members 
Mstep: Class 33 contains 925 members 
Mstep: Class 34 contains 38682 members 
Mstep: Class 35 contains 66129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147374272.000000 Penalty: 121415.765625
Iteration 72Q: 36 clusters Score -1.473743e+08 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 25651 members 
Mstep: Class 2 contains 13764 members 
Mstep: Class 3 contains 4170 members 
Mstep: Class 4 contains 12196 members 
Mstep: Class 5 contains 3104 members 
Mstep: Class 6 contains 2848 members 
Mstep: Class 7 contains 3946 members 
Mstep: Class 8 contains 8142 members 
Mstep: Class 9 contains 181742 members 
Mstep: Class 10 contains 8462 members 
Mstep: Class 11 contains 4379 members 
Mstep: Class 12 contains 26072 members 
Mstep: Class 13 contains 7560 members 
Mstep: Class 14 contains 7024 members 
Mstep: Class 15 contains 208436 members 
Mstep: Class 16 contains 221571 members 
Mstep: Class 17 contains 22775 members 
Mstep: Class 18 contains 38683 members 
Mstep: Class 19 contains 770 members 
Mstep: Class 20 contains 6773 members 
Mstep: Class 21 contains 40724 members 
Mstep: Class 22 contains 39996 members 
Mstep: Class 23 contains 4407 members 
Mstep: Class 24 contains 14056 members 
Mstep: Class 25 contains 36806 members 
Mstep: Class 26 contains 34435 members 
Mstep: Class 27 contains 8686 members 
Mstep: Class 28 contains 24215 members 
Mstep: Class 29 contains 21010 members 
Mstep: Class 30 contains 25602 members 
Mstep: Class 31 contains 5837 members 
Mstep: Class 32 contains 18662 members 
Mstep: Class 33 contains 925 members 
Mstep: Class 34 contains 38671 members 
Mstep: Class 35 contains 66081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147374448.000000 Penalty: 121415.765625
Iteration 73Q: 36 clusters Score -1.473744e+08 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 25570 members 
Mstep: Class 2 contains 13761 members 
Mstep: Class 3 contains 4170 members 
Mstep: Class 4 contains 12194 members 
Mstep: Class 5 contains 3044 members 
Mstep: Class 6 contains 2849 members 
Mstep: Class 7 contains 3948 members 
Mstep: Class 8 contains 8158 members 
Mstep: Class 9 contains 181667 members 
Mstep: Class 10 contains 8453 members 
Mstep: Class 11 contains 4381 members 
Mstep: Class 12 contains 26068 members 
Mstep: Class 13 contains 7562 members 
Mstep: Class 14 contains 7095 members 
Mstep: Class 15 contains 208532 members 
Mstep: Class 16 contains 221598 members 
Mstep: Class 17 contains 22649 members 
Mstep: Class 18 contains 38632 members 
Mstep: Class 19 contains 770 members 
Mstep: Class 20 contains 6771 members 
Mstep: Class 21 contains 40728 members 
Mstep: Class 22 contains 40043 members 
Mstep: Class 23 contains 4406 members 
Mstep: Class 24 contains 14055 members 
Mstep: Class 25 contains 36833 members 
Mstep: Class 26 contains 34509 members 
Mstep: Class 27 contains 8634 members 
Mstep: Class 28 contains 24325 members 
Mstep: Class 29 contains 20975 members 
Mstep: Class 30 contains 25601 members 
Mstep: Class 31 contains 5946 members 
Mstep: Class 32 contains 18654 members 
Mstep: Class 33 contains 924 members 
Mstep: Class 34 contains 38653 members 
Mstep: Class 35 contains 66023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147374448.000000 Penalty: 121415.765625
Iteration 74Q: 36 clusters Score -1.473744e+08 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 25482 members 
Mstep: Class 2 contains 13763 members 
Mstep: Class 3 contains 4170 members 
Mstep: Class 4 contains 12196 members 
Mstep: Class 5 contains 2978 members 
Mstep: Class 6 contains 2849 members 
Mstep: Class 7 contains 3956 members 
Mstep: Class 8 contains 8167 members 
Mstep: Class 9 contains 181561 members 
Mstep: Class 10 contains 8457 members 
Mstep: Class 11 contains 4385 members 
Mstep: Class 12 contains 26066 members 
Mstep: Class 13 contains 7564 members 
Mstep: Class 14 contains 7161 members 
Mstep: Class 15 contains 208636 members 
Mstep: Class 16 contains 221654 members 
Mstep: Class 17 contains 22511 members 
Mstep: Class 18 contains 38570 members 
Mstep: Class 19 contains 770 members 
Mstep: Class 20 contains 6771 members 
Mstep: Class 21 contains 40764 members 
Mstep: Class 22 contains 40065 members 
Mstep: Class 23 contains 4408 members 
Mstep: Class 24 contains 14048 members 
Mstep: Class 25 contains 36852 members 
Mstep: Class 26 contains 34571 members 
Mstep: Class 27 contains 8590 members 
Mstep: Class 28 contains 24439 members 
Mstep: Class 29 contains 20934 members 
Mstep: Class 30 contains 25613 members 
Mstep: Class 31 contains 6077 members 
Mstep: Class 32 contains 18647 members 
Mstep: Class 33 contains 923 members 
Mstep: Class 34 contains 38639 members 
Mstep: Class 35 contains 65944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147374192.000000 Penalty: 121415.765625
Iteration 75Q: 36 clusters Score -1.473742e+08 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 25388 members 
Mstep: Class 2 contains 13765 members 
Mstep: Class 3 contains 4170 members 
Mstep: Class 4 contains 12192 members 
Mstep: Class 5 contains 2941 members 
Mstep: Class 6 contains 2852 members 
Mstep: Class 7 contains 3960 members 
Mstep: Class 8 contains 8183 members 
Mstep: Class 9 contains 181455 members 
Mstep: Class 10 contains 8440 members 
Mstep: Class 11 contains 4400 members 
Mstep: Class 12 contains 26062 members 
Mstep: Class 13 contains 7564 members 
Mstep: Class 14 contains 7230 members 
Mstep: Class 15 contains 208726 members 
Mstep: Class 16 contains 221712 members 
Mstep: Class 17 contains 22367 members 
Mstep: Class 18 contains 38523 members 
Mstep: Class 19 contains 770 members 
Mstep: Class 20 contains 6768 members 
Mstep: Class 21 contains 40779 members 
Mstep: Class 22 contains 40117 members 
Mstep: Class 23 contains 4409 members 
Mstep: Class 24 contains 14042 members 
Mstep: Class 25 contains 36873 members 
Mstep: Class 26 contains 34630 members 
Mstep: Class 27 contains 8546 members 
Mstep: Class 28 contains 24537 members 
Mstep: Class 29 contains 20891 members 
Mstep: Class 30 contains 25610 members 
Mstep: Class 31 contains 6194 members 
Mstep: Class 32 contains 18642 members 
Mstep: Class 33 contains 925 members 
Mstep: Class 34 contains 38634 members 
Mstep: Class 35 contains 65884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147374048.000000 Penalty: 121415.765625
Iteration 76Q: 36 clusters Score -1.47374e+08 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 25308 members 
Mstep: Class 2 contains 13773 members 
Mstep: Class 3 contains 4170 members 
Mstep: Class 4 contains 12190 members 
Mstep: Class 5 contains 2896 members 
Mstep: Class 6 contains 2852 members 
Mstep: Class 7 contains 3967 members 
Mstep: Class 8 contains 8194 members 
Mstep: Class 9 contains 181364 members 
Mstep: Class 10 contains 8445 members 
Mstep: Class 11 contains 4405 members 
Mstep: Class 12 contains 26063 members 
Mstep: Class 13 contains 7566 members 
Mstep: Class 14 contains 7301 members 
Mstep: Class 15 contains 208828 members 
Mstep: Class 16 contains 221764 members 
Mstep: Class 17 contains 22217 members 
Mstep: Class 18 contains 38478 members 
Mstep: Class 19 contains 769 members 
Mstep: Class 20 contains 6766 members 
Mstep: Class 21 contains 40747 members 
Mstep: Class 22 contains 40138 members 
Mstep: Class 23 contains 4411 members 
Mstep: Class 24 contains 14037 members 
Mstep: Class 25 contains 36901 members 
Mstep: Class 26 contains 34700 members 
Mstep: Class 27 contains 8505 members 
Mstep: Class 28 contains 24638 members 
Mstep: Class 29 contains 20847 members 
Mstep: Class 30 contains 25586 members 
Mstep: Class 31 contains 6331 members 
Mstep: Class 32 contains 18645 members 
Mstep: Class 33 contains 924 members 
Mstep: Class 34 contains 38621 members 
Mstep: Class 35 contains 65834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147374000.000000 Penalty: 121415.765625
Iteration 77Q: 36 clusters Score -1.47374e+08 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 25215 members 
Mstep: Class 2 contains 13766 members 
Mstep: Class 3 contains 4170 members 
Mstep: Class 4 contains 12188 members 
Mstep: Class 5 contains 2845 members 
Mstep: Class 6 contains 2853 members 
Mstep: Class 7 contains 3974 members 
Mstep: Class 8 contains 8201 members 
Mstep: Class 9 contains 181269 members 
Mstep: Class 10 contains 8442 members 
Mstep: Class 11 contains 4415 members 
Mstep: Class 12 contains 26056 members 
Mstep: Class 13 contains 7568 members 
Mstep: Class 14 contains 7359 members 
Mstep: Class 15 contains 208923 members 
Mstep: Class 16 contains 221815 members 
Mstep: Class 17 contains 22077 members 
Mstep: Class 18 contains 38418 members 
Mstep: Class 19 contains 769 members 
Mstep: Class 20 contains 6763 members 
Mstep: Class 21 contains 40730 members 
Mstep: Class 22 contains 40194 members 
Mstep: Class 23 contains 4409 members 
Mstep: Class 24 contains 14028 members 
Mstep: Class 25 contains 36924 members 
Mstep: Class 26 contains 34778 members 
Mstep: Class 27 contains 8473 members 
Mstep: Class 28 contains 24743 members 
Mstep: Class 29 contains 20793 members 
Mstep: Class 30 contains 25596 members 
Mstep: Class 31 contains 6465 members 
Mstep: Class 32 contains 18642 members 
Mstep: Class 33 contains 926 members 
Mstep: Class 34 contains 38610 members 
Mstep: Class 35 contains 65784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147374656.000000 Penalty: 121415.765625
Iteration 78Q: 36 clusters Score -1.473747e+08 nChanged 1825
Entering ConstructFrom: 
Score: -147374656.000000 Penalty: 121415.765625
Entering ConstructFrom: 
Trying to split cluster 1 (25125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25125 members 
Entering Unmasked Estep 
Score: -3127431.750000 Penalty: 2512.641357
	Iteration 0F: 2 clusters Score -3127432 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12544 members 
Mstep: Class 2 contains 12581 members 
Entering Unmasked Estep 
Score: -3110030.000000 Penalty: 5025.282715
	Iteration 0F: 3 clusters Score -3110030 nChanged 11221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12277 members 
Mstep: Class 2 contains 12848 members 
Entering Unmasked Estep 
Score: -3116294.000000 Penalty: 5025.282715
	Iteration 1F: 3 clusters Score -3116294 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12030 members 
Mstep: Class 2 contains 13095 members 
Entering Unmasked Estep 
Score: -3116933.500000 Penalty: 5025.282715
	Iteration 2F: 3 clusters Score -3116934 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11648 members 
Mstep: Class 2 contains 13477 members 
Entering Unmasked Estep 
Score: -3117876.000000 Penalty: 5025.282715
	Iteration 3F: 3 clusters Score -3117876 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11010 members 
Mstep: Class 2 contains 14115 members 
Entering Unmasked Estep 
Score: -3119584.000000 Penalty: 5025.282715
	Iteration 4F: 3 clusters Score -3119584 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 15090 members 
Entering Unmasked Estep 
Score: -3122309.000000 Penalty: 5025.282715
	Iteration 5F: 3 clusters Score -3122309 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 16196 members 
Entering Unmasked Estep 
Score: -3125126.250000 Penalty: 5025.282715
	Iteration 6F: 3 clusters Score -3125126 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 17088 members 
Entering Unmasked Estep 
Score: -3126939.750000 Penalty: 5025.282715
	Iteration 7F: 3 clusters Score -3126940 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 17631 members 
Entering Unmasked Estep 
Score: -3128079.250000 Penalty: 5025.282715
	Iteration 8F: 3 clusters Score -3128079 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 17896 members 
Entering Unmasked Estep 
Score: -3129014.000000 Penalty: 5025.282715
	Iteration 9Q: 3 clusters Score -3129014 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 18006 members 
Entering Unmasked Estep 
Score: -3129730.750000 Penalty: 5025.282715
	Iteration 10Q: 3 clusters Score -3129731 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 17996 members 
Entering Unmasked Estep 
Score: -3130112.250000 Penalty: 5025.282715
	Iteration 11Q: 3 clusters Score -3130112 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 17996 members 
Entering Unmasked Estep 
Score: -3130282.750000 Penalty: 5025.282715
	Iteration 12Q: 3 clusters Score -3130283 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 17961 members 
Entering Unmasked Estep 
Score: -3130329.250000 Penalty: 5025.282715
	Iteration 13Q: 3 clusters Score -3130329 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 17928 members 
Entering Unmasked Estep 
Score: -3130363.250000 Penalty: 5025.282715
	Iteration 14Q: 3 clusters Score -3130363 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 17886 members 
Entering Unmasked Estep 
Score: -3130383.000000 Penalty: 5025.282715
	Iteration 15Q: 3 clusters Score -3130383 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 17853 members 
Entering Unmasked Estep 
Score: -3130387.250000 Penalty: 5025.282715
	Iteration 16Q: 3 clusters Score -3130387 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 17823 members 
Entering Unmasked Estep 
Score: -3130398.500000 Penalty: 5025.282715
	Iteration 17Q: 3 clusters Score -3130398 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 17808 members 
Entering Unmasked Estep 
Score: -3130396.750000 Penalty: 5025.282715
	Iteration 18Q: 3 clusters Score -3130397 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 17795 members 
Entering Unmasked Estep 
Score: -3130395.750000 Penalty: 5025.282715
	Iteration 19Q: 3 clusters Score -3130396 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 17788 members 
Entering Unmasked Estep 
Score: -3130396.500000 Penalty: 5025.282715
	Iteration 20F: 3 clusters Score -3130396 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 17785 members 
Entering Unmasked Estep 
Score: -3130391.500000 Penalty: 5025.282715
	Iteration 21Q: 3 clusters Score -3130392 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 17782 members 
Entering Unmasked Estep 
Score: -3130396.250000 Penalty: 5025.282715
	Iteration 22Q: 3 clusters Score -3130396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 17782 members 
Entering Unmasked Estep 
Score: -3130396.000000 Penalty: 5025.282715
	Iteration 23Q: 3 clusters Score -3130396 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 17783 members 
Entering Unmasked Estep 
Score: -3130399.750000 Penalty: 5025.282715
	Iteration 24Q: 3 clusters Score -3130400 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 17782 members 
Entering Unmasked Estep 
Score: -3130400.000000 Penalty: 5025.282715
	Iteration 25Q: 3 clusters Score -3130400 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 17782 members 
Entering Unmasked Estep 
Score: -3130400.000000 Penalty: 5025.282715
	Iteration 26F: 3 clusters Score -3130400 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 13764 members 
Mstep: Class 3 contains 4170 members 
Mstep: Class 4 contains 12190 members 
Mstep: Class 5 contains 2807 members 
Mstep: Class 6 contains 2852 members 
Mstep: Class 7 contains 3978 members 
Mstep: Class 8 contains 8206 members 
Mstep: Class 9 contains 181178 members 
Mstep: Class 10 contains 8447 members 
Mstep: Class 11 contains 4412 members 
Mstep: Class 12 contains 26056 members 
Mstep: Class 13 contains 7570 members 
Mstep: Class 14 contains 7401 members 
Mstep: Class 15 contains 208990 members 
Mstep: Class 16 contains 221892 members 
Mstep: Class 17 contains 21933 members 
Mstep: Class 18 contains 38355 members 
Mstep: Class 19 contains 769 members 
Mstep: Class 20 contains 6756 members 
Mstep: Class 21 contains 40742 members 
Mstep: Class 22 contains 40242 members 
Mstep: Class 23 contains 4410 members 
Mstep: Class 24 contains 14025 members 
Mstep: Class 25 contains 36958 members 
Mstep: Class 26 contains 34839 members 
Mstep: Class 27 contains 8441 members 
Mstep: Class 28 contains 24824 members 
Mstep: Class 29 contains 20756 members 
Mstep: Class 30 contains 25598 members 
Mstep: Class 31 contains 6601 members 
Mstep: Class 32 contains 18638 members 
Mstep: Class 33 contains 925 members 
Mstep: Class 34 contains 38599 members 
Mstep: Class 35 contains 65732 members 
Mstep: Class 36 contains 17782 members 
Entering Unmasked Estep 
Score: -147377168.000000 Penalty: 124884.789062
Splitting cluster 1 changes total score from -147374656.000000 to -147377168.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 2 (13764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13764 members 
Entering Unmasked Estep 
Score: -1701581.375000 Penalty: 2363.393311
	Iteration 0F: 2 clusters Score -1701581 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -1691567.625000 Penalty: 4726.786621
	Iteration 0F: 3 clusters Score -1691568 nChanged 5862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -1695000.375000 Penalty: 4726.786621
	Iteration 1F: 3 clusters Score -1695000 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -1695648.125000 Penalty: 4726.786621
	Iteration 2F: 3 clusters Score -1695648 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -1696308.375000 Penalty: 4726.786621
	Iteration 3F: 3 clusters Score -1696308 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -1696971.875000 Penalty: 4726.786621
	Iteration 4F: 3 clusters Score -1696972 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -1697605.625000 Penalty: 4726.786621
	Iteration 5F: 3 clusters Score -1697606 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -1698187.500000 Penalty: 4726.786621
	Iteration 6F: 3 clusters Score -1698188 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -1698728.375000 Penalty: 4726.786621
	Iteration 7F: 3 clusters Score -1698728 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -1699270.000000 Penalty: 4726.786621
	Iteration 8Q: 3 clusters Score -1699270 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -1699789.375000 Penalty: 4726.786621
	Iteration 9Q: 3 clusters Score -1699789 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -1700305.500000 Penalty: 4726.786621
	Iteration 10Q: 3 clusters Score -1700306 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -1700638.375000 Penalty: 4726.786621
	Iteration 11Q: 3 clusters Score -1700638 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -1700851.125000 Penalty: 4726.786621
	Iteration 12Q: 3 clusters Score -1700851 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -1701025.125000 Penalty: 4726.786621
	Iteration 13Q: 3 clusters Score -1701025 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -1701175.250000 Penalty: 4726.786621
	Iteration 14Q: 3 clusters Score -1701175 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -1701343.125000 Penalty: 4726.786621
	Iteration 15Q: 3 clusters Score -1701343 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -1701526.500000 Penalty: 4726.786621
	Iteration 16Q: 3 clusters Score -1701526 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -1701712.875000 Penalty: 4726.786621
	Iteration 17Q: 3 clusters Score -1701713 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -1701946.750000 Penalty: 4726.786621
	Iteration 18Q: 3 clusters Score -1701947 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -1702258.000000 Penalty: 4726.786621
	Iteration 19Q: 3 clusters Score -1702258 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -1702601.000000 Penalty: 4726.786621
	Iteration 20F: 3 clusters Score -1702601 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -1702816.125000 Penalty: 4726.786621
	Iteration 21Q: 3 clusters Score -1702816 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 9735 members 
Entering Unmasked Estep 
Score: -1702945.250000 Penalty: 4726.786621
	Iteration 22Q: 3 clusters Score -1702945 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -1703042.125000 Penalty: 4726.786621
	Iteration 23Q: 3 clusters Score -1703042 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -1703093.000000 Penalty: 4726.786621
	Iteration 24Q: 3 clusters Score -1703093 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 9877 members 
Entering Unmasked Estep 
Score: -1703128.750000 Penalty: 4726.786621
	Iteration 25Q: 3 clusters Score -1703129 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 9893 members 
Entering Unmasked Estep 
Score: -1703156.000000 Penalty: 4726.786621
	Iteration 26Q: 3 clusters Score -1703156 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -1703165.875000 Penalty: 4726.786621
	Iteration 27Q: 3 clusters Score -1703166 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -1703173.500000 Penalty: 4726.786621
	Iteration 28Q: 3 clusters Score -1703174 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -1703185.125000 Penalty: 4726.786621
	Iteration 29Q: 3 clusters Score -1703185 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -1703187.250000 Penalty: 4726.786621
	Iteration 30Q: 3 clusters Score -1703187 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -1703197.375000 Penalty: 4726.786621
	Iteration 31Q: 3 clusters Score -1703197 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -1703201.750000 Penalty: 4726.786621
	Iteration 32Q: 3 clusters Score -1703202 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 9946 members 
Entering Unmasked Estep 
Score: -1703206.250000 Penalty: 4726.786621
	Iteration 33Q: 3 clusters Score -1703206 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 9953 members 
Entering Unmasked Estep 
Score: -1703201.875000 Penalty: 4726.786621
	Iteration 34Q: 3 clusters Score -1703202 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 9961 members 
Entering Unmasked Estep 
Score: -1703205.250000 Penalty: 4726.786621
	Iteration 35Q: 3 clusters Score -1703205 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 9969 members 
Entering Unmasked Estep 
Score: -1703207.875000 Penalty: 4726.786621
	Iteration 36Q: 3 clusters Score -1703208 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 9978 members 
Entering Unmasked Estep 
Score: -1703210.625000 Penalty: 4726.786621
	Iteration 37Q: 3 clusters Score -1703211 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
Score: -1703215.500000 Penalty: 4726.786621
	Iteration 38Q: 3 clusters Score -1703216 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 9988 members 
Entering Unmasked Estep 
Score: -1703214.125000 Penalty: 4726.786621
	Iteration 39Q: 3 clusters Score -1703214 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 9993 members 
Entering Unmasked Estep 
Score: -1703215.375000 Penalty: 4726.786621
	Iteration 40F: 3 clusters Score -1703215 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 9998 members 
Entering Unmasked Estep 
Score: -1703213.500000 Penalty: 4726.786621
	Iteration 41Q: 3 clusters Score -1703214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 10000 members 
Entering Unmasked Estep 
Score: -1703213.625000 Penalty: 4726.786621
	Iteration 42Q: 3 clusters Score -1703214 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 10004 members 
Entering Unmasked Estep 
Score: -1703215.000000 Penalty: 4726.786621
	Iteration 43Q: 3 clusters Score -1703215 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 10006 members 
Entering Unmasked Estep 
Score: -1703215.875000 Penalty: 4726.786621
	Iteration 44Q: 3 clusters Score -1703216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 10008 members 
Entering Unmasked Estep 
Score: -1703220.250000 Penalty: 4726.786621
	Iteration 45Q: 3 clusters Score -1703220 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 10011 members 
Entering Unmasked Estep 
Score: -1703218.625000 Penalty: 4726.786621
	Iteration 46Q: 3 clusters Score -1703219 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 10015 members 
Entering Unmasked Estep 
Score: -1703218.250000 Penalty: 4726.786621
	Iteration 47Q: 3 clusters Score -1703218 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 10021 members 
Entering Unmasked Estep 
Score: -1703217.750000 Penalty: 4726.786621
	Iteration 48Q: 3 clusters Score -1703218 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 10030 members 
Entering Unmasked Estep 
Score: -1703217.750000 Penalty: 4726.786621
	Iteration 49Q: 3 clusters Score -1703218 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 10036 members 
Entering Unmasked Estep 
Score: -1703219.000000 Penalty: 4726.786621
	Iteration 50Q: 3 clusters Score -1703219 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 10042 members 
Entering Unmasked Estep 
Score: -1703218.625000 Penalty: 4726.786621
	Iteration 51Q: 3 clusters Score -1703219 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 10049 members 
Entering Unmasked Estep 
Score: -1703221.750000 Penalty: 4726.786621
	Iteration 52Q: 3 clusters Score -1703222 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 10057 members 
Entering Unmasked Estep 
Score: -1703222.875000 Penalty: 4726.786621
	Iteration 53Q: 3 clusters Score -1703223 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 10063 members 
Entering Unmasked Estep 
Score: -1703223.625000 Penalty: 4726.786621
	Iteration 54Q: 3 clusters Score -1703224 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 10069 members 
Entering Unmasked Estep 
Score: -1703227.500000 Penalty: 4726.786621
	Iteration 55Q: 3 clusters Score -1703228 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 10076 members 
Entering Unmasked Estep 
Score: -1703226.000000 Penalty: 4726.786621
	Iteration 56Q: 3 clusters Score -1703226 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 10084 members 
Entering Unmasked Estep 
Score: -1703226.375000 Penalty: 4726.786621
	Iteration 57Q: 3 clusters Score -1703226 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 10092 members 
Entering Unmasked Estep 
Score: -1703231.250000 Penalty: 4726.786621
	Iteration 58Q: 3 clusters Score -1703231 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 10098 members 
Entering Unmasked Estep 
Score: -1703232.500000 Penalty: 4726.786621
	Iteration 59Q: 3 clusters Score -1703232 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 10103 members 
Entering Unmasked Estep 
Score: -1703235.000000 Penalty: 4726.786621
	Iteration 60F: 3 clusters Score -1703235 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -1703238.000000 Penalty: 4726.786621
	Iteration 61Q: 3 clusters Score -1703238 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -1703238.000000 Penalty: 4726.786621
	Iteration 62F: 3 clusters Score -1703238 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 3660 members 
Mstep: Class 3 contains 4170 members 
Mstep: Class 4 contains 12190 members 
Mstep: Class 5 contains 2807 members 
Mstep: Class 6 contains 2852 members 
Mstep: Class 7 contains 3978 members 
Mstep: Class 8 contains 8206 members 
Mstep: Class 9 contains 181178 members 
Mstep: Class 10 contains 8447 members 
Mstep: Class 11 contains 4412 members 
Mstep: Class 12 contains 26056 members 
Mstep: Class 13 contains 7570 members 
Mstep: Class 14 contains 7401 members 
Mstep: Class 15 contains 208990 members 
Mstep: Class 16 contains 221892 members 
Mstep: Class 17 contains 21933 members 
Mstep: Class 18 contains 38355 members 
Mstep: Class 19 contains 769 members 
Mstep: Class 20 contains 6756 members 
Mstep: Class 21 contains 40742 members 
Mstep: Class 22 contains 40242 members 
Mstep: Class 23 contains 4410 members 
Mstep: Class 24 contains 14025 members 
Mstep: Class 25 contains 36958 members 
Mstep: Class 26 contains 34839 members 
Mstep: Class 27 contains 8441 members 
Mstep: Class 28 contains 24824 members 
Mstep: Class 29 contains 20756 members 
Mstep: Class 30 contains 25598 members 
Mstep: Class 31 contains 6601 members 
Mstep: Class 32 contains 18638 members 
Mstep: Class 33 contains 925 members 
Mstep: Class 34 contains 38599 members 
Mstep: Class 35 contains 65732 members 
Mstep: Class 36 contains 17782 members 
Mstep: Class 37 contains 10104 members 
Entering Unmasked Estep 
Score: -147377936.000000 Penalty: 128353.804688
Splitting cluster 2 changes total score from -147374656.000000 to -147377936.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 3 (4170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Entering Unmasked Estep 
Score: -748147.250000 Penalty: 2067.246582
	Iteration 0F: 2 clusters Score -748147.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -744227.062500 Penalty: 4134.493164
	Iteration 0F: 3 clusters Score -744227.1 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -745227.687500 Penalty: 4134.493164
	Iteration 1F: 3 clusters Score -745227.7 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -745435.062500 Penalty: 4134.493164
	Iteration 2F: 3 clusters Score -745435.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -745597.312500 Penalty: 4134.493164
	Iteration 3F: 3 clusters Score -745597.3 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -745779.187500 Penalty: 4134.493164
	Iteration 4Q: 3 clusters Score -745779.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -745994.437500 Penalty: 4134.493164
	Iteration 5Q: 3 clusters Score -745994.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -746297.937500 Penalty: 4134.493164
	Iteration 6F: 3 clusters Score -746297.9 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -746632.875000 Penalty: 4134.493164
	Iteration 7F: 3 clusters Score -746632.9 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -746872.125000 Penalty: 4134.493164
	Iteration 8F: 3 clusters Score -746872.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -747047.812500 Penalty: 4134.493164
	Iteration 9Q: 3 clusters Score -747047.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -747175.312500 Penalty: 4134.493164
	Iteration 10Q: 3 clusters Score -747175.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -747291.062500 Penalty: 4134.493164
	Iteration 11Q: 3 clusters Score -747291.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -747383.375000 Penalty: 4134.493164
	Iteration 12Q: 3 clusters Score -747383.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -747442.875000 Penalty: 4134.493164
	Iteration 13Q: 3 clusters Score -747442.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -747491.500000 Penalty: 4134.493164
	Iteration 14Q: 3 clusters Score -747491.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -747544.750000 Penalty: 4134.493164
	Iteration 15Q: 3 clusters Score -747544.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -747578.250000 Penalty: 4134.493164
	Iteration 16Q: 3 clusters Score -747578.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -747602.500000 Penalty: 4134.493164
	Iteration 17Q: 3 clusters Score -747602.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -747626.000000 Penalty: 4134.493164
	Iteration 18Q: 3 clusters Score -747626 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -747637.125000 Penalty: 4134.493164
	Iteration 19Q: 3 clusters Score -747637.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -747654.000000 Penalty: 4134.493164
	Iteration 20F: 3 clusters Score -747654 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -747694.062500 Penalty: 4134.493164
	Iteration 21Q: 3 clusters Score -747694.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -747718.875000 Penalty: 4134.493164
	Iteration 22Q: 3 clusters Score -747718.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -747728.000000 Penalty: 4134.493164
	Iteration 23Q: 3 clusters Score -747728 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -747733.250000 Penalty: 4134.493164
	Iteration 24Q: 3 clusters Score -747733.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -747739.125000 Penalty: 4134.493164
	Iteration 25Q: 3 clusters Score -747739.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -747744.500000 Penalty: 4134.493164
	Iteration 26Q: 3 clusters Score -747744.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -747746.500000 Penalty: 4134.493164
	Iteration 27Q: 3 clusters Score -747746.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -747746.687500 Penalty: 4134.493164
	Iteration 28Q: 3 clusters Score -747746.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -747747.437500 Penalty: 4134.493164
	Iteration 29Q: 3 clusters Score -747747.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -747747.437500 Penalty: 4134.493164
	Iteration 30F: 3 clusters Score -747747.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (12190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12190 members 
Entering Unmasked Estep 
Score: -1388666.250000 Penalty: 2333.275879
	Iteration 0F: 2 clusters Score -1388666 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -1379718.625000 Penalty: 4666.551758
	Iteration 0F: 3 clusters Score -1379719 nChanged 5199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -1382656.750000 Penalty: 4666.551758
	Iteration 1F: 3 clusters Score -1382657 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -1383242.375000 Penalty: 4666.551758
	Iteration 2F: 3 clusters Score -1383242 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -1383723.375000 Penalty: 4666.551758
	Iteration 3F: 3 clusters Score -1383723 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -1384150.625000 Penalty: 4666.551758
	Iteration 4F: 3 clusters Score -1384151 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -1384506.000000 Penalty: 4666.551758
	Iteration 5F: 3 clusters Score -1384506 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -1384845.250000 Penalty: 4666.551758
	Iteration 6Q: 3 clusters Score -1384845 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -1385169.375000 Penalty: 4666.551758
	Iteration 7Q: 3 clusters Score -1385169 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -1385448.250000 Penalty: 4666.551758
	Iteration 8Q: 3 clusters Score -1385448 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -1385686.500000 Penalty: 4666.551758
	Iteration 9Q: 3 clusters Score -1385686 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -1385869.750000 Penalty: 4666.551758
	Iteration 10Q: 3 clusters Score -1385870 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -1386012.500000 Penalty: 4666.551758
	Iteration 11Q: 3 clusters Score -1386012 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -1386151.375000 Penalty: 4666.551758
	Iteration 12Q: 3 clusters Score -1386151 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -1386288.250000 Penalty: 4666.551758
	Iteration 13Q: 3 clusters Score -1386288 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -1386423.250000 Penalty: 4666.551758
	Iteration 14Q: 3 clusters Score -1386423 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -1386559.250000 Penalty: 4666.551758
	Iteration 15Q: 3 clusters Score -1386559 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -1386706.000000 Penalty: 4666.551758
	Iteration 16Q: 3 clusters Score -1386706 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -1386809.250000 Penalty: 4666.551758
	Iteration 17Q: 3 clusters Score -1386809 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9639 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -1386893.500000 Penalty: 4666.551758
	Iteration 18Q: 3 clusters Score -1386894 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9802 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -1386977.125000 Penalty: 4666.551758
	Iteration 19Q: 3 clusters Score -1386977 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9970 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -1387067.750000 Penalty: 4666.551758
	Iteration 20F: 3 clusters Score -1387068 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -1387155.375000 Penalty: 4666.551758
	Iteration 21Q: 3 clusters Score -1387155 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -1387257.250000 Penalty: 4666.551758
	Iteration 22Q: 3 clusters Score -1387257 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10439 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -1387391.250000 Penalty: 4666.551758
	Iteration 23Q: 3 clusters Score -1387391 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10588 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -1387514.125000 Penalty: 4666.551758
	Iteration 24Q: 3 clusters Score -1387514 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10713 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -1387650.250000 Penalty: 4666.551758
	Iteration 25Q: 3 clusters Score -1387650 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10821 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -1387824.750000 Penalty: 4666.551758
	Iteration 26Q: 3 clusters Score -1387825 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10906 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -1387988.000000 Penalty: 4666.551758
	Iteration 27Q: 3 clusters Score -1387988 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10988 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -1388110.250000 Penalty: 4666.551758
	Iteration 28Q: 3 clusters Score -1388110 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11069 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -1388191.250000 Penalty: 4666.551758
	Iteration 29Q: 3 clusters Score -1388191 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11129 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -1388249.000000 Penalty: 4666.551758
	Iteration 30Q: 3 clusters Score -1388249 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11167 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1388287.000000 Penalty: 4666.551758
	Iteration 31Q: 3 clusters Score -1388287 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11191 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -1388307.250000 Penalty: 4666.551758
	Iteration 32Q: 3 clusters Score -1388307 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11216 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -1388321.750000 Penalty: 4666.551758
	Iteration 33Q: 3 clusters Score -1388322 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11230 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -1388328.875000 Penalty: 4666.551758
	Iteration 34Q: 3 clusters Score -1388329 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11242 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1388332.500000 Penalty: 4666.551758
	Iteration 35Q: 3 clusters Score -1388332 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11252 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1388337.875000 Penalty: 4666.551758
	Iteration 36Q: 3 clusters Score -1388338 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11259 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1388337.500000 Penalty: 4666.551758
	Iteration 37Q: 3 clusters Score -1388338 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11263 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -1388340.500000 Penalty: 4666.551758
	Iteration 38Q: 3 clusters Score -1388340 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11263 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -1388341.375000 Penalty: 4666.551758
	Iteration 39Q: 3 clusters Score -1388341 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11266 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -1388411.500000 Penalty: 4666.551758
	Iteration 40F: 3 clusters Score -1388412 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11246 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -1388454.875000 Penalty: 4666.551758
	Iteration 41Q: 3 clusters Score -1388455 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11242 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1388479.000000 Penalty: 4666.551758
	Iteration 42Q: 3 clusters Score -1388479 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11241 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -1388503.875000 Penalty: 4666.551758
	Iteration 43Q: 3 clusters Score -1388504 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11230 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -1388525.000000 Penalty: 4666.551758
	Iteration 44Q: 3 clusters Score -1388525 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11222 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1388550.375000 Penalty: 4666.551758
	Iteration 45Q: 3 clusters Score -1388550 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11215 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -1388574.500000 Penalty: 4666.551758
	Iteration 46Q: 3 clusters Score -1388574 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11211 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -1388585.500000 Penalty: 4666.551758
	Iteration 47Q: 3 clusters Score -1388586 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11203 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -1388600.625000 Penalty: 4666.551758
	Iteration 48Q: 3 clusters Score -1388601 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11208 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -1388606.625000 Penalty: 4666.551758
	Iteration 49Q: 3 clusters Score -1388607 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11207 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -1388610.125000 Penalty: 4666.551758
	Iteration 50Q: 3 clusters Score -1388610 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11206 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -1388613.125000 Penalty: 4666.551758
	Iteration 51Q: 3 clusters Score -1388613 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11207 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -1388617.500000 Penalty: 4666.551758
	Iteration 52Q: 3 clusters Score -1388618 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11208 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -1388617.125000 Penalty: 4666.551758
	Iteration 53Q: 3 clusters Score -1388617 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11209 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1388618.750000 Penalty: 4666.551758
	Iteration 54Q: 3 clusters Score -1388619 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11212 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1388620.375000 Penalty: 4666.551758
	Iteration 55Q: 3 clusters Score -1388620 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11212 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1388620.875000 Penalty: 4666.551758
	Iteration 56F: 3 clusters Score -1388621 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11211 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -1388623.375000 Penalty: 4666.551758
	Iteration 57Q: 3 clusters Score -1388623 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11211 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -1388623.375000 Penalty: 4666.551758
	Iteration 58F: 3 clusters Score -1388623 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Entering Unmasked Estep 
Score: -357531.093750 Penalty: 1969.088257
	Iteration 0F: 2 clusters Score -357531.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -354403.843750 Penalty: 3938.176514
	Iteration 0F: 3 clusters Score -354403.8 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -354978.187500 Penalty: 3938.176514
	Iteration 1F: 3 clusters Score -354978.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -355127.468750 Penalty: 3938.176514
	Iteration 2F: 3 clusters Score -355127.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -355210.250000 Penalty: 3938.176514
	Iteration 3Q: 3 clusters Score -355210.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -355267.843750 Penalty: 3938.176514
	Iteration 4Q: 3 clusters Score -355267.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -355323.625000 Penalty: 3938.176514
	Iteration 5Q: 3 clusters Score -355323.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -355360.875000 Penalty: 3938.176514
	Iteration 6Q: 3 clusters Score -355360.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -355388.437500 Penalty: 3938.176514
	Iteration 7Q: 3 clusters Score -355388.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -355406.437500 Penalty: 3938.176514
	Iteration 8Q: 3 clusters Score -355406.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -355420.781250 Penalty: 3938.176514
	Iteration 9Q: 3 clusters Score -355420.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -355431.093750 Penalty: 3938.176514
	Iteration 10Q: 3 clusters Score -355431.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -355440.406250 Penalty: 3938.176514
	Iteration 11Q: 3 clusters Score -355440.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -355450.250000 Penalty: 3938.176514
	Iteration 12Q: 3 clusters Score -355450.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -355460.812500 Penalty: 3938.176514
	Iteration 13Q: 3 clusters Score -355460.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -355468.468750 Penalty: 3938.176514
	Iteration 14Q: 3 clusters Score -355468.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -355476.031250 Penalty: 3938.176514
	Iteration 15Q: 3 clusters Score -355476 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -355481.750000 Penalty: 3938.176514
	Iteration 16Q: 3 clusters Score -355481.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -355488.531250 Penalty: 3938.176514
	Iteration 17Q: 3 clusters Score -355488.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -355494.343750 Penalty: 3938.176514
	Iteration 18Q: 3 clusters Score -355494.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -355499.968750 Penalty: 3938.176514
	Iteration 19Q: 3 clusters Score -355500 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -355504.843750 Penalty: 3938.176514
	Iteration 20F: 3 clusters Score -355504.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -355508.437500 Penalty: 3938.176514
	Iteration 21Q: 3 clusters Score -355508.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -355511.875000 Penalty: 3938.176514
	Iteration 22Q: 3 clusters Score -355511.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -355514.406250 Penalty: 3938.176514
	Iteration 23Q: 3 clusters Score -355514.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -355516.187500 Penalty: 3938.176514
	Iteration 24Q: 3 clusters Score -355516.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -355517.593750 Penalty: 3938.176514
	Iteration 25Q: 3 clusters Score -355517.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -355517.593750 Penalty: 3938.176514
	Iteration 26F: 3 clusters Score -355517.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2852 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Entering Unmasked Estep 
Score: -355279.343750 Penalty: 1973.032349
	Iteration 0F: 2 clusters Score -355279.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -352150.375000 Penalty: 3946.064697
	Iteration 0F: 3 clusters Score -352150.4 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -352846.062500 Penalty: 3946.064697
	Iteration 1F: 3 clusters Score -352846.1 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -353061.375000 Penalty: 3946.064697
	Iteration 2F: 3 clusters Score -353061.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -353172.437500 Penalty: 3946.064697
	Iteration 3F: 3 clusters Score -353172.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -353263.156250 Penalty: 3946.064697
	Iteration 4Q: 3 clusters Score -353263.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -353373.406250 Penalty: 3946.064697
	Iteration 5Q: 3 clusters Score -353373.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -353532.593750 Penalty: 3946.064697
	Iteration 6Q: 3 clusters Score -353532.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -353820.656250 Penalty: 3946.064697
	Iteration 7Q: 3 clusters Score -353820.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -354131.250000 Penalty: 3946.064697
	Iteration 8F: 3 clusters Score -354131.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -354393.156250 Penalty: 3946.064697
	Iteration 9F: 3 clusters Score -354393.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -354545.250000 Penalty: 3946.064697
	Iteration 10Q: 3 clusters Score -354545.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -354632.593750 Penalty: 3946.064697
	Iteration 11Q: 3 clusters Score -354632.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -354681.687500 Penalty: 3946.064697
	Iteration 12Q: 3 clusters Score -354681.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -354718.718750 Penalty: 3946.064697
	Iteration 13Q: 3 clusters Score -354718.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -354747.281250 Penalty: 3946.064697
	Iteration 14Q: 3 clusters Score -354747.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -354762.750000 Penalty: 3946.064697
	Iteration 15Q: 3 clusters Score -354762.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -354769.187500 Penalty: 3946.064697
	Iteration 16Q: 3 clusters Score -354769.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -354772.375000 Penalty: 3946.064697
	Iteration 17Q: 3 clusters Score -354772.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -354773.250000 Penalty: 3946.064697
	Iteration 18Q: 3 clusters Score -354773.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -354773.843750 Penalty: 3946.064697
	Iteration 19Q: 3 clusters Score -354773.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -354773.843750 Penalty: 3946.064697
	Iteration 20F: 3 clusters Score -354773.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Entering Unmasked Estep 
Score: -476941.031250 Penalty: 2055.556396
	Iteration 0F: 2 clusters Score -476941 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 1997 members 
Entering Unmasked Estep 
Score: -474241.781250 Penalty: 4111.112793
	Iteration 0F: 3 clusters Score -474241.8 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -481873.500000 Penalty: 4111.112793
	Iteration 1F: 3 clusters Score -481873.5 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -485257.781250 Penalty: 4111.112793
	Iteration 2F: 3 clusters Score -485257.8 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -486011.593750 Penalty: 4111.112793
	Iteration 3F: 3 clusters Score -486011.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -486368.437500 Penalty: 4111.112793
	Iteration 4Q: 3 clusters Score -486368.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -486645.187500 Penalty: 4111.112793
	Iteration 5Q: 3 clusters Score -486645.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -486768.500000 Penalty: 4111.112793
	Iteration 6Q: 3 clusters Score -486768.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -486821.531250 Penalty: 4111.112793
	Iteration 7Q: 3 clusters Score -486821.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -486886.500000 Penalty: 4111.112793
	Iteration 8Q: 3 clusters Score -486886.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -486894.156250 Penalty: 4111.112793
	Iteration 9Q: 3 clusters Score -486894.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -486948.937500 Penalty: 4111.112793
	Iteration 10Q: 3 clusters Score -486948.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -486982.250000 Penalty: 4111.112793
	Iteration 11Q: 3 clusters Score -486982.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -487091.781250 Penalty: 4111.112793
	Iteration 12Q: 3 clusters Score -487091.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -487197.593750 Penalty: 4111.112793
	Iteration 13Q: 3 clusters Score -487197.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -487449.531250 Penalty: 4111.112793
	Iteration 14Q: 3 clusters Score -487449.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -487800.250000 Penalty: 4111.112793
	Iteration 15Q: 3 clusters Score -487800.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -488313.656250 Penalty: 4111.112793
	Iteration 16Q: 3 clusters Score -488313.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -488643.656250 Penalty: 4111.112793
	Iteration 17Q: 3 clusters Score -488643.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -488676.093750 Penalty: 4111.112793
	Iteration 18Q: 3 clusters Score -488676.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -488667.281250 Penalty: 4111.112793
	Iteration 19Q: 3 clusters Score -488667.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -488694.312500 Penalty: 4111.112793
	Iteration 20F: 3 clusters Score -488694.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -488723.000000 Penalty: 4111.112793
	Iteration 21Q: 3 clusters Score -488723 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -488690.843750 Penalty: 4111.112793
	Iteration 22Q: 3 clusters Score -488690.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -488712.125000 Penalty: 4111.112793
	Iteration 23Q: 3 clusters Score -488712.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -488716.843750 Penalty: 4111.112793
	Iteration 24Q: 3 clusters Score -488716.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -488739.062500 Penalty: 4111.112793
	Iteration 25Q: 3 clusters Score -488739.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -488736.468750 Penalty: 4111.112793
	Iteration 26Q: 3 clusters Score -488736.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -488681.718750 Penalty: 4111.112793
	Iteration 27Q: 3 clusters Score -488681.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -488720.218750 Penalty: 4111.112793
	Iteration 28Q: 3 clusters Score -488720.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -488735.906250 Penalty: 4111.112793
	Iteration 29Q: 3 clusters Score -488735.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -488735.906250 Penalty: 4111.112793
	Iteration 30F: 3 clusters Score -488735.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 3660 members 
Mstep: Class 3 contains 4170 members 
Mstep: Class 4 contains 12190 members 
Mstep: Class 5 contains 2807 members 
Mstep: Class 6 contains 2852 members 
Mstep: Class 7 contains 2115 members 
Mstep: Class 8 contains 8206 members 
Mstep: Class 9 contains 181178 members 
Mstep: Class 10 contains 8447 members 
Mstep: Class 11 contains 4412 members 
Mstep: Class 12 contains 26056 members 
Mstep: Class 13 contains 7570 members 
Mstep: Class 14 contains 7401 members 
Mstep: Class 15 contains 208990 members 
Mstep: Class 16 contains 221892 members 
Mstep: Class 17 contains 21933 members 
Mstep: Class 18 contains 38355 members 
Mstep: Class 19 contains 769 members 
Mstep: Class 20 contains 6756 members 
Mstep: Class 21 contains 40742 members 
Mstep: Class 22 contains 40242 members 
Mstep: Class 23 contains 4410 members 
Mstep: Class 24 contains 14025 members 
Mstep: Class 25 contains 36958 members 
Mstep: Class 26 contains 34839 members 
Mstep: Class 27 contains 8441 members 
Mstep: Class 28 contains 24824 members 
Mstep: Class 29 contains 20756 members 
Mstep: Class 30 contains 25598 members 
Mstep: Class 31 contains 6601 members 
Mstep: Class 32 contains 18638 members 
Mstep: Class 33 contains 925 members 
Mstep: Class 34 contains 38599 members 
Mstep: Class 35 contains 65732 members 
Mstep: Class 36 contains 17782 members 
Mstep: Class 37 contains 10104 members 
Mstep: Class 38 contains 1863 members 
Entering Unmasked Estep 
Score: -147388928.000000 Penalty: 131822.828125
Splitting cluster 7 changes total score from -147374656.000000 to -147388928.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 8 (8206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Entering Unmasked Estep 
Score: -1041718.375000 Penalty: 2235.129883
	Iteration 0F: 2 clusters Score -1041718 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -1035216.562500 Penalty: 4470.259766
	Iteration 0F: 3 clusters Score -1035217 nChanged 3319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -1037012.750000 Penalty: 4470.259766
	Iteration 1F: 3 clusters Score -1037013 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -1037295.625000 Penalty: 4470.259766
	Iteration 2F: 3 clusters Score -1037296 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -1037559.437500 Penalty: 4470.259766
	Iteration 3F: 3 clusters Score -1037559 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -1037864.000000 Penalty: 4470.259766
	Iteration 4Q: 3 clusters Score -1037864 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -1038211.250000 Penalty: 4470.259766
	Iteration 5F: 3 clusters Score -1038211 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -1038563.875000 Penalty: 4470.259766
	Iteration 6F: 3 clusters Score -1038564 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -1038944.500000 Penalty: 4470.259766
	Iteration 7F: 3 clusters Score -1038944 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -1039393.375000 Penalty: 4470.259766
	Iteration 8F: 3 clusters Score -1039393 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -1039794.750000 Penalty: 4470.259766
	Iteration 9F: 3 clusters Score -1039795 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -1040080.812500 Penalty: 4470.259766
	Iteration 10Q: 3 clusters Score -1040081 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -1040271.625000 Penalty: 4470.259766
	Iteration 11Q: 3 clusters Score -1040272 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -1040388.750000 Penalty: 4470.259766
	Iteration 12Q: 3 clusters Score -1040389 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -1040482.250000 Penalty: 4470.259766
	Iteration 13Q: 3 clusters Score -1040482 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -1040537.250000 Penalty: 4470.259766
	Iteration 14Q: 3 clusters Score -1040537 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -1040567.125000 Penalty: 4470.259766
	Iteration 15Q: 3 clusters Score -1040567 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -1040587.312500 Penalty: 4470.259766
	Iteration 16Q: 3 clusters Score -1040587 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -1040609.312500 Penalty: 4470.259766
	Iteration 17Q: 3 clusters Score -1040609 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -1040623.625000 Penalty: 4470.259766
	Iteration 18Q: 3 clusters Score -1040624 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -1040628.062500 Penalty: 4470.259766
	Iteration 19Q: 3 clusters Score -1040628 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -1040628.125000 Penalty: 4470.259766
	Iteration 20F: 3 clusters Score -1040628 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -1040632.937500 Penalty: 4470.259766
	Iteration 21Q: 3 clusters Score -1040633 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -1040634.187500 Penalty: 4470.259766
	Iteration 22Q: 3 clusters Score -1040634 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -1040636.937500 Penalty: 4470.259766
	Iteration 23Q: 3 clusters Score -1040637 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -1040642.000000 Penalty: 4470.259766
	Iteration 24Q: 3 clusters Score -1040642 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -1040645.687500 Penalty: 4470.259766
	Iteration 25Q: 3 clusters Score -1040646 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -1040644.500000 Penalty: 4470.259766
	Iteration 26Q: 3 clusters Score -1040644 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -1040643.812500 Penalty: 4470.259766
	Iteration 27Q: 3 clusters Score -1040644 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -1040646.000000 Penalty: 4470.259766
	Iteration 28Q: 3 clusters Score -1040646 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -1040646.750000 Penalty: 4470.259766
	Iteration 29Q: 3 clusters Score -1040647 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -1040647.062500 Penalty: 4470.259766
	Iteration 30Q: 3 clusters Score -1040647 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -1040648.000000 Penalty: 4470.259766
	Iteration 31Q: 3 clusters Score -1040648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -1040648.187500 Penalty: 4470.259766
	Iteration 32Q: 3 clusters Score -1040648 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -1040649.875000 Penalty: 4470.259766
	Iteration 33Q: 3 clusters Score -1040650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -1040649.187500 Penalty: 4470.259766
	Iteration 34Q: 3 clusters Score -1040649 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -1040649.937500 Penalty: 4470.259766
	Iteration 35Q: 3 clusters Score -1040650 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -1040649.937500 Penalty: 4470.259766
	Iteration 36F: 3 clusters Score -1040650 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (181178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181178 members 
Entering Unmasked Estep 
Score: -23157710.000000 Penalty: 3002.594238
	Iteration 0F: 2 clusters Score -2.315771e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90539 members 
Mstep: Class 2 contains 90639 members 
Entering Unmasked Estep 
Score: -23036900.000000 Penalty: 6005.188477
	Iteration 0F: 3 clusters Score -2.30369e+07 nChanged 86581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90484 members 
Mstep: Class 2 contains 90694 members 
Entering Unmasked Estep 
Score: -23087470.000000 Penalty: 6005.188477
	Iteration 1F: 3 clusters Score -2.308747e+07 nChanged 5218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90786 members 
Mstep: Class 2 contains 90392 members 
Entering Unmasked Estep 
Score: -23088600.000000 Penalty: 6005.188477
	Iteration 2Q: 3 clusters Score -2.30886e+07 nChanged 5664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91242 members 
Mstep: Class 2 contains 89936 members 
Entering Unmasked Estep 
Score: -23090248.000000 Penalty: 6005.188477
	Iteration 3Q: 3 clusters Score -2.309025e+07 nChanged 6454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92010 members 
Mstep: Class 2 contains 89168 members 
Entering Unmasked Estep 
Score: -23092340.000000 Penalty: 6005.188477
	Iteration 4Q: 3 clusters Score -2.309234e+07 nChanged 7521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93165 members 
Mstep: Class 2 contains 88013 members 
Entering Unmasked Estep 
Score: -23095032.000000 Penalty: 6005.188477
	Iteration 5Q: 3 clusters Score -2.309503e+07 nChanged 8603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94918 members 
Mstep: Class 2 contains 86260 members 
Entering Unmasked Estep 
Score: -23098876.000000 Penalty: 6005.188477
	Iteration 6Q: 3 clusters Score -2.309888e+07 nChanged 9704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97062 members 
Mstep: Class 2 contains 84116 members 
Entering Unmasked Estep 
Score: -23103698.000000 Penalty: 6005.188477
	Iteration 7F: 3 clusters Score -2.31037e+07 nChanged 10587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99319 members 
Mstep: Class 2 contains 81859 members 
Entering Unmasked Estep 
Score: -23109754.000000 Penalty: 6005.188477
	Iteration 8F: 3 clusters Score -2.310975e+07 nChanged 10890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101287 members 
Mstep: Class 2 contains 79891 members 
Entering Unmasked Estep 
Score: -23116792.000000 Penalty: 6005.188477
	Iteration 9F: 3 clusters Score -2.311679e+07 nChanged 10455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102866 members 
Mstep: Class 2 contains 78312 members 
Entering Unmasked Estep 
Score: -23124080.000000 Penalty: 6005.188477
	Iteration 10F: 3 clusters Score -2.312408e+07 nChanged 9297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104077 members 
Mstep: Class 2 contains 77101 members 
Entering Unmasked Estep 
Score: -23130178.000000 Penalty: 6005.188477
	Iteration 11F: 3 clusters Score -2.313018e+07 nChanged 7052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105197 members 
Mstep: Class 2 contains 75981 members 
Entering Unmasked Estep 
Score: -23133566.000000 Penalty: 6005.188477
	Iteration 12Q: 3 clusters Score -2.313357e+07 nChanged 4678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106327 members 
Mstep: Class 2 contains 74851 members 
Entering Unmasked Estep 
Score: -23134832.000000 Penalty: 6005.188477
	Iteration 13Q: 3 clusters Score -2.313483e+07 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107325 members 
Mstep: Class 2 contains 73853 members 
Entering Unmasked Estep 
Score: -23135418.000000 Penalty: 6005.188477
	Iteration 14Q: 3 clusters Score -2.313542e+07 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108240 members 
Mstep: Class 2 contains 72938 members 
Entering Unmasked Estep 
Score: -23135764.000000 Penalty: 6005.188477
	Iteration 15Q: 3 clusters Score -2.313576e+07 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109035 members 
Mstep: Class 2 contains 72143 members 
Entering Unmasked Estep 
Score: -23135958.000000 Penalty: 6005.188477
	Iteration 16Q: 3 clusters Score -2.313596e+07 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109825 members 
Mstep: Class 2 contains 71353 members 
Entering Unmasked Estep 
Score: -23136090.000000 Penalty: 6005.188477
	Iteration 17Q: 3 clusters Score -2.313609e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110579 members 
Mstep: Class 2 contains 70599 members 
Entering Unmasked Estep 
Score: -23136222.000000 Penalty: 6005.188477
	Iteration 18Q: 3 clusters Score -2.313622e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111242 members 
Mstep: Class 2 contains 69936 members 
Entering Unmasked Estep 
Score: -23136288.000000 Penalty: 6005.188477
	Iteration 19Q: 3 clusters Score -2.313629e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111873 members 
Mstep: Class 2 contains 69305 members 
Entering Unmasked Estep 
Score: -23136340.000000 Penalty: 6005.188477
	Iteration 20F: 3 clusters Score -2.313634e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112500 members 
Mstep: Class 2 contains 68678 members 
Entering Unmasked Estep 
Score: -23136372.000000 Penalty: 6005.188477
	Iteration 21Q: 3 clusters Score -2.313637e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113102 members 
Mstep: Class 2 contains 68076 members 
Entering Unmasked Estep 
Score: -23136392.000000 Penalty: 6005.188477
	Iteration 22Q: 3 clusters Score -2.313639e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113704 members 
Mstep: Class 2 contains 67474 members 
Entering Unmasked Estep 
Score: -23136426.000000 Penalty: 6005.188477
	Iteration 23Q: 3 clusters Score -2.313643e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114306 members 
Mstep: Class 2 contains 66872 members 
Entering Unmasked Estep 
Score: -23136550.000000 Penalty: 6005.188477
	Iteration 24Q: 3 clusters Score -2.313655e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114977 members 
Mstep: Class 2 contains 66201 members 
Entering Unmasked Estep 
Score: -23136512.000000 Penalty: 6005.188477
	Iteration 25Q: 3 clusters Score -2.313651e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115688 members 
Mstep: Class 2 contains 65490 members 
Entering Unmasked Estep 
Score: -23136624.000000 Penalty: 6005.188477
	Iteration 26Q: 3 clusters Score -2.313662e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116389 members 
Mstep: Class 2 contains 64789 members 
Entering Unmasked Estep 
Score: -23136664.000000 Penalty: 6005.188477
	Iteration 27Q: 3 clusters Score -2.313666e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117099 members 
Mstep: Class 2 contains 64079 members 
Entering Unmasked Estep 
Score: -23136780.000000 Penalty: 6005.188477
	Iteration 28Q: 3 clusters Score -2.313678e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117802 members 
Mstep: Class 2 contains 63376 members 
Entering Unmasked Estep 
Score: -23136816.000000 Penalty: 6005.188477
	Iteration 29Q: 3 clusters Score -2.313682e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118545 members 
Mstep: Class 2 contains 62633 members 
Entering Unmasked Estep 
Score: -23136816.000000 Penalty: 6005.188477
	Iteration 30Q: 3 clusters Score -2.313682e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119306 members 
Mstep: Class 2 contains 61872 members 
Entering Unmasked Estep 
Score: -23136892.000000 Penalty: 6005.188477
	Iteration 31Q: 3 clusters Score -2.313689e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120084 members 
Mstep: Class 2 contains 61094 members 
Entering Unmasked Estep 
Score: -23136904.000000 Penalty: 6005.188477
	Iteration 32Q: 3 clusters Score -2.31369e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120864 members 
Mstep: Class 2 contains 60314 members 
Entering Unmasked Estep 
Score: -23136998.000000 Penalty: 6005.188477
	Iteration 33Q: 3 clusters Score -2.3137e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121658 members 
Mstep: Class 2 contains 59520 members 
Entering Unmasked Estep 
Score: -23137076.000000 Penalty: 6005.188477
	Iteration 34Q: 3 clusters Score -2.313708e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122496 members 
Mstep: Class 2 contains 58682 members 
Entering Unmasked Estep 
Score: -23137160.000000 Penalty: 6005.188477
	Iteration 35Q: 3 clusters Score -2.313716e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123322 members 
Mstep: Class 2 contains 57856 members 
Entering Unmasked Estep 
Score: -23137286.000000 Penalty: 6005.188477
	Iteration 36Q: 3 clusters Score -2.313729e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124144 members 
Mstep: Class 2 contains 57034 members 
Entering Unmasked Estep 
Score: -23137334.000000 Penalty: 6005.188477
	Iteration 37Q: 3 clusters Score -2.313733e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124979 members 
Mstep: Class 2 contains 56199 members 
Entering Unmasked Estep 
Score: -23137340.000000 Penalty: 6005.188477
	Iteration 38Q: 3 clusters Score -2.313734e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125835 members 
Mstep: Class 2 contains 55343 members 
Entering Unmasked Estep 
Score: -23137388.000000 Penalty: 6005.188477
	Iteration 39Q: 3 clusters Score -2.313739e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126736 members 
Mstep: Class 2 contains 54442 members 
Entering Unmasked Estep 
Score: -23137458.000000 Penalty: 6005.188477
	Iteration 40F: 3 clusters Score -2.313746e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127622 members 
Mstep: Class 2 contains 53556 members 
Entering Unmasked Estep 
Score: -23137462.000000 Penalty: 6005.188477
	Iteration 41Q: 3 clusters Score -2.313746e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128554 members 
Mstep: Class 2 contains 52624 members 
Entering Unmasked Estep 
Score: -23137584.000000 Penalty: 6005.188477
	Iteration 42Q: 3 clusters Score -2.313758e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129482 members 
Mstep: Class 2 contains 51696 members 
Entering Unmasked Estep 
Score: -23137726.000000 Penalty: 6005.188477
	Iteration 43Q: 3 clusters Score -2.313773e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130412 members 
Mstep: Class 2 contains 50766 members 
Entering Unmasked Estep 
Score: -23137880.000000 Penalty: 6005.188477
	Iteration 44Q: 3 clusters Score -2.313788e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131415 members 
Mstep: Class 2 contains 49763 members 
Entering Unmasked Estep 
Score: -23137954.000000 Penalty: 6005.188477
	Iteration 45Q: 3 clusters Score -2.313795e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132509 members 
Mstep: Class 2 contains 48669 members 
Entering Unmasked Estep 
Score: -23138136.000000 Penalty: 6005.188477
	Iteration 46Q: 3 clusters Score -2.313814e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133670 members 
Mstep: Class 2 contains 47508 members 
Entering Unmasked Estep 
Score: -23138354.000000 Penalty: 6005.188477
	Iteration 47Q: 3 clusters Score -2.313835e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134924 members 
Mstep: Class 2 contains 46254 members 
Entering Unmasked Estep 
Score: -23138646.000000 Penalty: 6005.188477
	Iteration 48Q: 3 clusters Score -2.313865e+07 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136221 members 
Mstep: Class 2 contains 44957 members 
Entering Unmasked Estep 
Score: -23138814.000000 Penalty: 6005.188477
	Iteration 49Q: 3 clusters Score -2.313881e+07 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137551 members 
Mstep: Class 2 contains 43627 members 
Entering Unmasked Estep 
Score: -23139072.000000 Penalty: 6005.188477
	Iteration 50Q: 3 clusters Score -2.313907e+07 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138906 members 
Mstep: Class 2 contains 42272 members 
Entering Unmasked Estep 
Score: -23139288.000000 Penalty: 6005.188477
	Iteration 51Q: 3 clusters Score -2.313929e+07 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140354 members 
Mstep: Class 2 contains 40824 members 
Entering Unmasked Estep 
Score: -23139548.000000 Penalty: 6005.188477
	Iteration 52Q: 3 clusters Score -2.313955e+07 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141895 members 
Mstep: Class 2 contains 39283 members 
Entering Unmasked Estep 
Score: -23139876.000000 Penalty: 6005.188477
	Iteration 53Q: 3 clusters Score -2.313988e+07 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143611 members 
Mstep: Class 2 contains 37567 members 
Entering Unmasked Estep 
Score: -23140192.000000 Penalty: 6005.188477
	Iteration 54Q: 3 clusters Score -2.314019e+07 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145408 members 
Mstep: Class 2 contains 35770 members 
Entering Unmasked Estep 
Score: -23140570.000000 Penalty: 6005.188477
	Iteration 55Q: 3 clusters Score -2.314057e+07 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147275 members 
Mstep: Class 2 contains 33903 members 
Entering Unmasked Estep 
Score: -23141112.000000 Penalty: 6005.188477
	Iteration 56Q: 3 clusters Score -2.314111e+07 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149258 members 
Mstep: Class 2 contains 31920 members 
Entering Unmasked Estep 
Score: -23141478.000000 Penalty: 6005.188477
	Iteration 57Q: 3 clusters Score -2.314148e+07 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151307 members 
Mstep: Class 2 contains 29871 members 
Entering Unmasked Estep 
Score: -23142156.000000 Penalty: 6005.188477
	Iteration 58Q: 3 clusters Score -2.314216e+07 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153457 members 
Mstep: Class 2 contains 27721 members 
Entering Unmasked Estep 
Score: -23142842.000000 Penalty: 6005.188477
	Iteration 59Q: 3 clusters Score -2.314284e+07 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155750 members 
Mstep: Class 2 contains 25428 members 
Entering Unmasked Estep 
Score: -23143612.000000 Penalty: 6005.188477
	Iteration 60F: 3 clusters Score -2.314361e+07 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158148 members 
Mstep: Class 2 contains 23030 members 
Entering Unmasked Estep 
Score: -23144478.000000 Penalty: 6005.188477
	Iteration 61Q: 3 clusters Score -2.314448e+07 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160548 members 
Mstep: Class 2 contains 20630 members 
Entering Unmasked Estep 
Score: -23145372.000000 Penalty: 6005.188477
	Iteration 62Q: 3 clusters Score -2.314537e+07 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162942 members 
Mstep: Class 2 contains 18236 members 
Entering Unmasked Estep 
Score: -23146262.000000 Penalty: 6005.188477
	Iteration 63Q: 3 clusters Score -2.314626e+07 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165305 members 
Mstep: Class 2 contains 15873 members 
Entering Unmasked Estep 
Score: -23147284.000000 Penalty: 6005.188477
	Iteration 64Q: 3 clusters Score -2.314728e+07 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167615 members 
Mstep: Class 2 contains 13563 members 
Entering Unmasked Estep 
Score: -23148514.000000 Penalty: 6005.188477
	Iteration 65Q: 3 clusters Score -2.314851e+07 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169825 members 
Mstep: Class 2 contains 11353 members 
Entering Unmasked Estep 
Score: -23149704.000000 Penalty: 6005.188477
	Iteration 66Q: 3 clusters Score -2.31497e+07 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171852 members 
Mstep: Class 2 contains 9326 members 
Entering Unmasked Estep 
Score: -23150680.000000 Penalty: 6005.188477
	Iteration 67Q: 3 clusters Score -2.315068e+07 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173653 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -23151766.000000 Penalty: 6005.188477
	Iteration 68Q: 3 clusters Score -2.315177e+07 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175207 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -23152662.000000 Penalty: 6005.188477
	Iteration 69Q: 3 clusters Score -2.315266e+07 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176523 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -23153454.000000 Penalty: 6005.188477
	Iteration 70Q: 3 clusters Score -2.315345e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177475 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -23154000.000000 Penalty: 6005.188477
	Iteration 71Q: 3 clusters Score -2.3154e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178207 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -23154334.000000 Penalty: 6005.188477
	Iteration 72Q: 3 clusters Score -2.315433e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178721 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -23154600.000000 Penalty: 6005.188477
	Iteration 73Q: 3 clusters Score -2.31546e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179116 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -23154824.000000 Penalty: 6005.188477
	Iteration 74Q: 3 clusters Score -2.315482e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179412 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -23154944.000000 Penalty: 6005.188477
	Iteration 75Q: 3 clusters Score -2.315494e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179604 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -23155026.000000 Penalty: 6005.188477
	Iteration 76Q: 3 clusters Score -2.315503e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179750 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -23155112.000000 Penalty: 6005.188477
	Iteration 77Q: 3 clusters Score -2.315511e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179853 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -23155176.000000 Penalty: 6005.188477
	Iteration 78Q: 3 clusters Score -2.315518e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179928 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -23155214.000000 Penalty: 6005.188477
	Iteration 79Q: 3 clusters Score -2.315521e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179984 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -23155238.000000 Penalty: 6005.188477
	Iteration 80F: 3 clusters Score -2.315524e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180036 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -23155244.000000 Penalty: 6005.188477
	Iteration 81Q: 3 clusters Score -2.315524e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180074 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -23155274.000000 Penalty: 6005.188477
	Iteration 82Q: 3 clusters Score -2.315527e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180114 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -23155270.000000 Penalty: 6005.188477
	Iteration 83Q: 3 clusters Score -2.315527e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180149 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -23155322.000000 Penalty: 6005.188477
	Iteration 84Q: 3 clusters Score -2.315532e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180170 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -23155334.000000 Penalty: 6005.188477
	Iteration 85Q: 3 clusters Score -2.315533e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180185 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -23155340.000000 Penalty: 6005.188477
	Iteration 86Q: 3 clusters Score -2.315534e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180207 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -23155336.000000 Penalty: 6005.188477
	Iteration 87Q: 3 clusters Score -2.315534e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180222 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -23155350.000000 Penalty: 6005.188477
	Iteration 88Q: 3 clusters Score -2.315535e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180244 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -23155362.000000 Penalty: 6005.188477
	Iteration 89Q: 3 clusters Score -2.315536e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180262 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -23155384.000000 Penalty: 6005.188477
	Iteration 90Q: 3 clusters Score -2.315538e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180276 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -23155396.000000 Penalty: 6005.188477
	Iteration 91Q: 3 clusters Score -2.31554e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180288 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -23155384.000000 Penalty: 6005.188477
	Iteration 92Q: 3 clusters Score -2.315538e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180293 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -23155398.000000 Penalty: 6005.188477
	Iteration 93Q: 3 clusters Score -2.31554e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180300 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -23155404.000000 Penalty: 6005.188477
	Iteration 94Q: 3 clusters Score -2.31554e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180305 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -23155396.000000 Penalty: 6005.188477
	Iteration 95Q: 3 clusters Score -2.31554e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180309 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -23155410.000000 Penalty: 6005.188477
	Iteration 96Q: 3 clusters Score -2.315541e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180310 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -23155412.000000 Penalty: 6005.188477
	Iteration 97Q: 3 clusters Score -2.315541e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180314 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -23155400.000000 Penalty: 6005.188477
	Iteration 98Q: 3 clusters Score -2.31554e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180317 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -23155414.000000 Penalty: 6005.188477
	Iteration 99Q: 3 clusters Score -2.315541e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180320 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -23155396.000000 Penalty: 6005.188477
	Iteration 100F: 3 clusters Score -2.31554e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180322 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -23155396.000000 Penalty: 6005.188477
	Iteration 101Q: 3 clusters Score -2.31554e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180323 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -23155400.000000 Penalty: 6005.188477
	Iteration 102Q: 3 clusters Score -2.31554e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180323 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -23155400.000000 Penalty: 6005.188477
	Iteration 103F: 3 clusters Score -2.31554e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (8447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Entering Unmasked Estep 
Score: -930314.062500 Penalty: 2242.308594
	Iteration 0F: 2 clusters Score -930314.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -923644.437500 Penalty: 4484.617188
	Iteration 0F: 3 clusters Score -923644.4 nChanged 3505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -925799.500000 Penalty: 4484.617188
	Iteration 1F: 3 clusters Score -925799.5 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -926296.937500 Penalty: 4484.617188
	Iteration 2F: 3 clusters Score -926296.9 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -926760.375000 Penalty: 4484.617188
	Iteration 3F: 3 clusters Score -926760.4 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -927163.125000 Penalty: 4484.617188
	Iteration 4F: 3 clusters Score -927163.1 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -927527.187500 Penalty: 4484.617188
	Iteration 5F: 3 clusters Score -927527.2 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -927887.125000 Penalty: 4484.617188
	Iteration 6F: 3 clusters Score -927887.1 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -928304.062500 Penalty: 4484.617188
	Iteration 7F: 3 clusters Score -928304.1 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -928722.312500 Penalty: 4484.617188
	Iteration 8F: 3 clusters Score -928722.3 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -929067.687500 Penalty: 4484.617188
	Iteration 9Q: 3 clusters Score -929067.7 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -929298.125000 Penalty: 4484.617188
	Iteration 10Q: 3 clusters Score -929298.1 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -929452.125000 Penalty: 4484.617188
	Iteration 11Q: 3 clusters Score -929452.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -929546.250000 Penalty: 4484.617188
	Iteration 12Q: 3 clusters Score -929546.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -929615.562500 Penalty: 4484.617188
	Iteration 13Q: 3 clusters Score -929615.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -929657.687500 Penalty: 4484.617188
	Iteration 14Q: 3 clusters Score -929657.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -929686.500000 Penalty: 4484.617188
	Iteration 15Q: 3 clusters Score -929686.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -929717.562500 Penalty: 4484.617188
	Iteration 16Q: 3 clusters Score -929717.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -929745.312500 Penalty: 4484.617188
	Iteration 17Q: 3 clusters Score -929745.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -929769.000000 Penalty: 4484.617188
	Iteration 18Q: 3 clusters Score -929769 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -929785.937500 Penalty: 4484.617188
	Iteration 19Q: 3 clusters Score -929785.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -929798.312500 Penalty: 4484.617188
	Iteration 20F: 3 clusters Score -929798.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -929806.562500 Penalty: 4484.617188
	Iteration 21Q: 3 clusters Score -929806.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -929811.062500 Penalty: 4484.617188
	Iteration 22Q: 3 clusters Score -929811.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -929812.937500 Penalty: 4484.617188
	Iteration 23Q: 3 clusters Score -929812.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -929816.812500 Penalty: 4484.617188
	Iteration 24Q: 3 clusters Score -929816.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -929815.437500 Penalty: 4484.617188
	Iteration 25Q: 3 clusters Score -929815.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -929818.750000 Penalty: 4484.617188
	Iteration 26Q: 3 clusters Score -929818.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -929818.687500 Penalty: 4484.617188
	Iteration 27Q: 3 clusters Score -929818.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -929818.375000 Penalty: 4484.617188
	Iteration 28Q: 3 clusters Score -929818.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -929818.250000 Penalty: 4484.617188
	Iteration 29Q: 3 clusters Score -929818.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -929818.250000 Penalty: 4484.617188
	Iteration 30F: 3 clusters Score -929818.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Entering Unmasked Estep 
Score: -483992.781250 Penalty: 2081.236572
	Iteration 0F: 2 clusters Score -483992.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -479895.968750 Penalty: 4162.473145
	Iteration 0F: 3 clusters Score -479896 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -481036.281250 Penalty: 4162.473145
	Iteration 1F: 3 clusters Score -481036.3 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -481332.406250 Penalty: 4162.473145
	Iteration 2F: 3 clusters Score -481332.4 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -481614.593750 Penalty: 4162.473145
	Iteration 3F: 3 clusters Score -481614.6 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -481877.687500 Penalty: 4162.473145
	Iteration 4F: 3 clusters Score -481877.7 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -482105.406250 Penalty: 4162.473145
	Iteration 5F: 3 clusters Score -482105.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -482315.031250 Penalty: 4162.473145
	Iteration 6Q: 3 clusters Score -482315 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -482475.406250 Penalty: 4162.473145
	Iteration 7Q: 3 clusters Score -482475.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -482565.312500 Penalty: 4162.473145
	Iteration 8Q: 3 clusters Score -482565.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -482621.281250 Penalty: 4162.473145
	Iteration 9Q: 3 clusters Score -482621.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -482658.812500 Penalty: 4162.473145
	Iteration 10Q: 3 clusters Score -482658.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -482688.875000 Penalty: 4162.473145
	Iteration 11Q: 3 clusters Score -482688.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -482709.250000 Penalty: 4162.473145
	Iteration 12Q: 3 clusters Score -482709.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -482730.937500 Penalty: 4162.473145
	Iteration 13Q: 3 clusters Score -482730.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -482745.093750 Penalty: 4162.473145
	Iteration 14Q: 3 clusters Score -482745.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -482763.406250 Penalty: 4162.473145
	Iteration 15Q: 3 clusters Score -482763.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -482779.687500 Penalty: 4162.473145
	Iteration 16Q: 3 clusters Score -482779.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -482793.437500 Penalty: 4162.473145
	Iteration 17Q: 3 clusters Score -482793.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -482805.250000 Penalty: 4162.473145
	Iteration 18Q: 3 clusters Score -482805.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -482810.843750 Penalty: 4162.473145
	Iteration 19Q: 3 clusters Score -482810.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -482816.593750 Penalty: 4162.473145
	Iteration 20F: 3 clusters Score -482816.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -482820.250000 Penalty: 4162.473145
	Iteration 21Q: 3 clusters Score -482820.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -482824.281250 Penalty: 4162.473145
	Iteration 22Q: 3 clusters Score -482824.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -482827.875000 Penalty: 4162.473145
	Iteration 23Q: 3 clusters Score -482827.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -482831.625000 Penalty: 4162.473145
	Iteration 24Q: 3 clusters Score -482831.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -482837.531250 Penalty: 4162.473145
	Iteration 25Q: 3 clusters Score -482837.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -482840.718750 Penalty: 4162.473145
	Iteration 26Q: 3 clusters Score -482840.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -482843.000000 Penalty: 4162.473145
	Iteration 27Q: 3 clusters Score -482843 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -482849.593750 Penalty: 4162.473145
	Iteration 28Q: 3 clusters Score -482849.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -482854.281250 Penalty: 4162.473145
	Iteration 29Q: 3 clusters Score -482854.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -482855.375000 Penalty: 4162.473145
	Iteration 30Q: 3 clusters Score -482855.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -482857.437500 Penalty: 4162.473145
	Iteration 31Q: 3 clusters Score -482857.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -482858.843750 Penalty: 4162.473145
	Iteration 32Q: 3 clusters Score -482858.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -482859.843750 Penalty: 4162.473145
	Iteration 33Q: 3 clusters Score -482859.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -482859.781250 Penalty: 4162.473145
	Iteration 34Q: 3 clusters Score -482859.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -482860.812500 Penalty: 4162.473145
	Iteration 35Q: 3 clusters Score -482860.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -482860.218750 Penalty: 4162.473145
	Iteration 36Q: 3 clusters Score -482860.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -482861.281250 Penalty: 4162.473145
	Iteration 37Q: 3 clusters Score -482861.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -482861.093750 Penalty: 4162.473145
	Iteration 38Q: 3 clusters Score -482861.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -482861.093750 Penalty: 4162.473145
	Iteration 39F: 3 clusters Score -482861.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (26056 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26056 members 
Entering Unmasked Estep 
Score: -3286801.000000 Penalty: 2521.664795
	Iteration 0F: 2 clusters Score -3286801 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12921 members 
Mstep: Class 2 contains 13135 members 
Entering Unmasked Estep 
Score: -3268807.500000 Penalty: 5043.329590
	Iteration 0F: 3 clusters Score -3268808 nChanged 11683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12438 members 
Mstep: Class 2 contains 13618 members 
Entering Unmasked Estep 
Score: -3275220.750000 Penalty: 5043.329590
	Iteration 1F: 3 clusters Score -3275221 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12199 members 
Mstep: Class 2 contains 13857 members 
Entering Unmasked Estep 
Score: -3275664.500000 Penalty: 5043.329590
	Iteration 2Q: 3 clusters Score -3275664 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11917 members 
Mstep: Class 2 contains 14139 members 
Entering Unmasked Estep 
Score: -3276072.750000 Penalty: 5043.329590
	Iteration 3Q: 3 clusters Score -3276073 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11545 members 
Mstep: Class 2 contains 14511 members 
Entering Unmasked Estep 
Score: -3276500.000000 Penalty: 5043.329590
	Iteration 4Q: 3 clusters Score -3276500 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11026 members 
Mstep: Class 2 contains 15030 members 
Entering Unmasked Estep 
Score: -3277069.750000 Penalty: 5043.329590
	Iteration 5Q: 3 clusters Score -3277070 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10306 members 
Mstep: Class 2 contains 15750 members 
Entering Unmasked Estep 
Score: -3277837.000000 Penalty: 5043.329590
	Iteration 6F: 3 clusters Score -3277837 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 16629 members 
Entering Unmasked Estep 
Score: -3278783.000000 Penalty: 5043.329590
	Iteration 7F: 3 clusters Score -3278783 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 17651 members 
Entering Unmasked Estep 
Score: -3279881.250000 Penalty: 5043.329590
	Iteration 8F: 3 clusters Score -3279881 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 18751 members 
Entering Unmasked Estep 
Score: -3281203.250000 Penalty: 5043.329590
	Iteration 9F: 3 clusters Score -3281203 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 19822 members 
Entering Unmasked Estep 
Score: -3282696.750000 Penalty: 5043.329590
	Iteration 10F: 3 clusters Score -3282697 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 20537 members 
Entering Unmasked Estep 
Score: -3283884.250000 Penalty: 5043.329590
	Iteration 11Q: 3 clusters Score -3283884 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 20877 members 
Entering Unmasked Estep 
Score: -3284507.500000 Penalty: 5043.329590
	Iteration 12Q: 3 clusters Score -3284508 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 21022 members 
Entering Unmasked Estep 
Score: -3284816.250000 Penalty: 5043.329590
	Iteration 13Q: 3 clusters Score -3284816 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 21079 members 
Entering Unmasked Estep 
Score: -3284979.500000 Penalty: 5043.329590
	Iteration 14Q: 3 clusters Score -3284980 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 21069 members 
Entering Unmasked Estep 
Score: -3285044.750000 Penalty: 5043.329590
	Iteration 15Q: 3 clusters Score -3285045 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 21041 members 
Entering Unmasked Estep 
Score: -3285101.000000 Penalty: 5043.329590
	Iteration 16Q: 3 clusters Score -3285101 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 21013 members 
Entering Unmasked Estep 
Score: -3285120.250000 Penalty: 5043.329590
	Iteration 17Q: 3 clusters Score -3285120 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 21003 members 
Entering Unmasked Estep 
Score: -3285153.250000 Penalty: 5043.329590
	Iteration 18Q: 3 clusters Score -3285153 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 20997 members 
Entering Unmasked Estep 
Score: -3285162.250000 Penalty: 5043.329590
	Iteration 19Q: 3 clusters Score -3285162 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 20994 members 
Entering Unmasked Estep 
Score: -3285182.000000 Penalty: 5043.329590
	Iteration 20F: 3 clusters Score -3285182 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 20988 members 
Entering Unmasked Estep 
Score: -3285194.250000 Penalty: 5043.329590
	Iteration 21Q: 3 clusters Score -3285194 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 20980 members 
Entering Unmasked Estep 
Score: -3285194.250000 Penalty: 5043.329590
	Iteration 22Q: 3 clusters Score -3285194 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 20959 members 
Entering Unmasked Estep 
Score: -3285201.000000 Penalty: 5043.329590
	Iteration 23Q: 3 clusters Score -3285201 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 20948 members 
Entering Unmasked Estep 
Score: -3285208.500000 Penalty: 5043.329590
	Iteration 24Q: 3 clusters Score -3285208 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 20933 members 
Entering Unmasked Estep 
Score: -3285204.500000 Penalty: 5043.329590
	Iteration 25Q: 3 clusters Score -3285204 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 20912 members 
Entering Unmasked Estep 
Score: -3285221.250000 Penalty: 5043.329590
	Iteration 26Q: 3 clusters Score -3285221 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 20887 members 
Entering Unmasked Estep 
Score: -3285223.000000 Penalty: 5043.329590
	Iteration 27Q: 3 clusters Score -3285223 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 20874 members 
Entering Unmasked Estep 
Score: -3285230.500000 Penalty: 5043.329590
	Iteration 28Q: 3 clusters Score -3285230 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 20862 members 
Entering Unmasked Estep 
Score: -3285230.750000 Penalty: 5043.329590
	Iteration 29Q: 3 clusters Score -3285231 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 20856 members 
Entering Unmasked Estep 
Score: -3285226.000000 Penalty: 5043.329590
	Iteration 30Q: 3 clusters Score -3285226 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 20850 members 
Entering Unmasked Estep 
Score: -3285240.500000 Penalty: 5043.329590
	Iteration 31Q: 3 clusters Score -3285240 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 20831 members 
Entering Unmasked Estep 
Score: -3285241.750000 Penalty: 5043.329590
	Iteration 32Q: 3 clusters Score -3285242 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 20811 members 
Entering Unmasked Estep 
Score: -3285243.000000 Penalty: 5043.329590
	Iteration 33Q: 3 clusters Score -3285243 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 20808 members 
Entering Unmasked Estep 
Score: -3285243.500000 Penalty: 5043.329590
	Iteration 34Q: 3 clusters Score -3285244 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 20807 members 
Entering Unmasked Estep 
Score: -3285242.750000 Penalty: 5043.329590
	Iteration 35Q: 3 clusters Score -3285243 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 20807 members 
Entering Unmasked Estep 
Score: -3285243.250000 Penalty: 5043.329590
	Iteration 36Q: 3 clusters Score -3285243 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 20806 members 
Entering Unmasked Estep 
Score: -3285244.500000 Penalty: 5043.329590
	Iteration 37Q: 3 clusters Score -3285244 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 20794 members 
Entering Unmasked Estep 
Score: -3285242.500000 Penalty: 5043.329590
	Iteration 38Q: 3 clusters Score -3285242 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 20784 members 
Entering Unmasked Estep 
Score: -3285245.500000 Penalty: 5043.329590
	Iteration 39Q: 3 clusters Score -3285246 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 20780 members 
Entering Unmasked Estep 
Score: -3285242.000000 Penalty: 5043.329590
	Iteration 40F: 3 clusters Score -3285242 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 20774 members 
Entering Unmasked Estep 
Score: -3285244.000000 Penalty: 5043.329590
	Iteration 41Q: 3 clusters Score -3285244 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 20767 members 
Entering Unmasked Estep 
Score: -3285249.500000 Penalty: 5043.329590
	Iteration 42Q: 3 clusters Score -3285250 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 20762 members 
Entering Unmasked Estep 
Score: -3285257.000000 Penalty: 5043.329590
	Iteration 43Q: 3 clusters Score -3285257 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 20757 members 
Entering Unmasked Estep 
Score: -3285258.250000 Penalty: 5043.329590
	Iteration 44Q: 3 clusters Score -3285258 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 20755 members 
Entering Unmasked Estep 
Score: -3285262.250000 Penalty: 5043.329590
	Iteration 45Q: 3 clusters Score -3285262 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 20752 members 
Entering Unmasked Estep 
Score: -3285262.500000 Penalty: 5043.329590
	Iteration 46Q: 3 clusters Score -3285262 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 20750 members 
Entering Unmasked Estep 
Score: -3285264.250000 Penalty: 5043.329590
	Iteration 47Q: 3 clusters Score -3285264 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 20746 members 
Entering Unmasked Estep 
Score: -3285265.750000 Penalty: 5043.329590
	Iteration 48Q: 3 clusters Score -3285266 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 20745 members 
Entering Unmasked Estep 
Score: -3285270.250000 Penalty: 5043.329590
	Iteration 49Q: 3 clusters Score -3285270 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 20746 members 
Entering Unmasked Estep 
Score: -3285266.000000 Penalty: 5043.329590
	Iteration 50Q: 3 clusters Score -3285266 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 20747 members 
Entering Unmasked Estep 
Score: -3285265.500000 Penalty: 5043.329590
	Iteration 51Q: 3 clusters Score -3285266 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 20746 members 
Entering Unmasked Estep 
Score: -3285266.500000 Penalty: 5043.329590
	Iteration 52Q: 3 clusters Score -3285266 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 20746 members 
Entering Unmasked Estep 
Score: -3285266.500000 Penalty: 5043.329590
	Iteration 53F: 3 clusters Score -3285266 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (7570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Entering Unmasked Estep 
Score: -927236.625000 Penalty: 2215.123291
	Iteration 0F: 2 clusters Score -927236.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -921104.125000 Penalty: 4430.246582
	Iteration 0F: 3 clusters Score -921104.1 nChanged 3070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -923240.250000 Penalty: 4430.246582
	Iteration 1F: 3 clusters Score -923240.2 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -924182.562500 Penalty: 4430.246582
	Iteration 2F: 3 clusters Score -924182.6 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -924952.125000 Penalty: 4430.246582
	Iteration 3F: 3 clusters Score -924952.1 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -925513.000000 Penalty: 4430.246582
	Iteration 4F: 3 clusters Score -925513 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -925971.937500 Penalty: 4430.246582
	Iteration 5F: 3 clusters Score -925971.9 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -926406.812500 Penalty: 4430.246582
	Iteration 6F: 3 clusters Score -926406.8 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -926944.250000 Penalty: 4430.246582
	Iteration 7Q: 3 clusters Score -926944.2 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -927432.187500 Penalty: 4430.246582
	Iteration 8Q: 3 clusters Score -927432.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -927634.625000 Penalty: 4430.246582
	Iteration 9Q: 3 clusters Score -927634.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -927714.625000 Penalty: 4430.246582
	Iteration 10Q: 3 clusters Score -927714.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -927755.250000 Penalty: 4430.246582
	Iteration 11Q: 3 clusters Score -927755.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -927783.375000 Penalty: 4430.246582
	Iteration 12Q: 3 clusters Score -927783.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -927806.875000 Penalty: 4430.246582
	Iteration 13Q: 3 clusters Score -927806.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -927816.812500 Penalty: 4430.246582
	Iteration 14Q: 3 clusters Score -927816.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -927825.250000 Penalty: 4430.246582
	Iteration 15Q: 3 clusters Score -927825.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -927836.437500 Penalty: 4430.246582
	Iteration 16Q: 3 clusters Score -927836.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -927842.937500 Penalty: 4430.246582
	Iteration 17Q: 3 clusters Score -927842.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -927853.437500 Penalty: 4430.246582
	Iteration 18Q: 3 clusters Score -927853.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -927861.812500 Penalty: 4430.246582
	Iteration 19Q: 3 clusters Score -927861.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -927881.250000 Penalty: 4430.246582
	Iteration 20F: 3 clusters Score -927881.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -927906.125000 Penalty: 4430.246582
	Iteration 21Q: 3 clusters Score -927906.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -927937.562500 Penalty: 4430.246582
	Iteration 22Q: 3 clusters Score -927937.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -927967.562500 Penalty: 4430.246582
	Iteration 23Q: 3 clusters Score -927967.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -927991.750000 Penalty: 4430.246582
	Iteration 24Q: 3 clusters Score -927991.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -928016.812500 Penalty: 4430.246582
	Iteration 25Q: 3 clusters Score -928016.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -928038.750000 Penalty: 4430.246582
	Iteration 26Q: 3 clusters Score -928038.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -928063.562500 Penalty: 4430.246582
	Iteration 27Q: 3 clusters Score -928063.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -928090.187500 Penalty: 4430.246582
	Iteration 28Q: 3 clusters Score -928090.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -928113.250000 Penalty: 4430.246582
	Iteration 29Q: 3 clusters Score -928113.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -928144.062500 Penalty: 4430.246582
	Iteration 30Q: 3 clusters Score -928144.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -928169.125000 Penalty: 4430.246582
	Iteration 31Q: 3 clusters Score -928169.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -928193.312500 Penalty: 4430.246582
	Iteration 32Q: 3 clusters Score -928193.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -928215.125000 Penalty: 4430.246582
	Iteration 33Q: 3 clusters Score -928215.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -928244.000000 Penalty: 4430.246582
	Iteration 34Q: 3 clusters Score -928244 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -928273.500000 Penalty: 4430.246582
	Iteration 35Q: 3 clusters Score -928273.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -928325.125000 Penalty: 4430.246582
	Iteration 36Q: 3 clusters Score -928325.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -928406.875000 Penalty: 4430.246582
	Iteration 37Q: 3 clusters Score -928406.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -928549.875000 Penalty: 4430.246582
	Iteration 38Q: 3 clusters Score -928549.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -928773.000000 Penalty: 4430.246582
	Iteration 39Q: 3 clusters Score -928773 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -929070.562500 Penalty: 4430.246582
	Iteration 40F: 3 clusters Score -929070.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -929308.000000 Penalty: 4430.246582
	Iteration 41Q: 3 clusters Score -929308 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -929507.312500 Penalty: 4430.246582
	Iteration 42Q: 3 clusters Score -929507.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -929639.562500 Penalty: 4430.246582
	Iteration 43Q: 3 clusters Score -929639.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -929717.125000 Penalty: 4430.246582
	Iteration 44Q: 3 clusters Score -929717.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -929750.562500 Penalty: 4430.246582
	Iteration 45Q: 3 clusters Score -929750.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -929762.750000 Penalty: 4430.246582
	Iteration 46Q: 3 clusters Score -929762.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -929766.937500 Penalty: 4430.246582
	Iteration 47Q: 3 clusters Score -929766.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -929769.375000 Penalty: 4430.246582
	Iteration 48Q: 3 clusters Score -929769.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -929773.500000 Penalty: 4430.246582
	Iteration 49Q: 3 clusters Score -929773.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -929779.062500 Penalty: 4430.246582
	Iteration 50Q: 3 clusters Score -929779.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -929785.750000 Penalty: 4430.246582
	Iteration 51Q: 3 clusters Score -929785.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -929790.875000 Penalty: 4430.246582
	Iteration 52Q: 3 clusters Score -929790.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -929796.125000 Penalty: 4430.246582
	Iteration 53Q: 3 clusters Score -929796.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -929801.812500 Penalty: 4430.246582
	Iteration 54Q: 3 clusters Score -929801.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -929804.750000 Penalty: 4430.246582
	Iteration 55Q: 3 clusters Score -929804.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -929807.937500 Penalty: 4430.246582
	Iteration 56Q: 3 clusters Score -929807.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -929811.187500 Penalty: 4430.246582
	Iteration 57Q: 3 clusters Score -929811.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -929812.937500 Penalty: 4430.246582
	Iteration 58Q: 3 clusters Score -929812.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -929812.312500 Penalty: 4430.246582
	Iteration 59Q: 3 clusters Score -929812.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -929814.375000 Penalty: 4430.246582
	Iteration 60F: 3 clusters Score -929814.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -929816.937500 Penalty: 4430.246582
	Iteration 61Q: 3 clusters Score -929816.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -929815.250000 Penalty: 4430.246582
	Iteration 62Q: 3 clusters Score -929815.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -929815.250000 Penalty: 4430.246582
	Iteration 63F: 3 clusters Score -929815.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 3660 members 
Mstep: Class 3 contains 4170 members 
Mstep: Class 4 contains 12190 members 
Mstep: Class 5 contains 2807 members 
Mstep: Class 6 contains 2852 members 
Mstep: Class 7 contains 2115 members 
Mstep: Class 8 contains 8206 members 
Mstep: Class 9 contains 181178 members 
Mstep: Class 10 contains 8447 members 
Mstep: Class 11 contains 4412 members 
Mstep: Class 12 contains 26056 members 
Mstep: Class 13 contains 3734 members 
Mstep: Class 14 contains 7401 members 
Mstep: Class 15 contains 208990 members 
Mstep: Class 16 contains 221892 members 
Mstep: Class 17 contains 21933 members 
Mstep: Class 18 contains 38355 members 
Mstep: Class 19 contains 769 members 
Mstep: Class 20 contains 6756 members 
Mstep: Class 21 contains 40742 members 
Mstep: Class 22 contains 40242 members 
Mstep: Class 23 contains 4410 members 
Mstep: Class 24 contains 14025 members 
Mstep: Class 25 contains 36958 members 
Mstep: Class 26 contains 34839 members 
Mstep: Class 27 contains 8441 members 
Mstep: Class 28 contains 24824 members 
Mstep: Class 29 contains 20756 members 
Mstep: Class 30 contains 25598 members 
Mstep: Class 31 contains 6601 members 
Mstep: Class 32 contains 18638 members 
Mstep: Class 33 contains 925 members 
Mstep: Class 34 contains 38599 members 
Mstep: Class 35 contains 65732 members 
Mstep: Class 36 contains 17782 members 
Mstep: Class 37 contains 10104 members 
Mstep: Class 38 contains 1863 members 
Mstep: Class 39 contains 3836 members 
Entering Unmasked Estep 
Score: -147390608.000000 Penalty: 135291.859375
Splitting cluster 13 changes total score from -147374656.000000 to -147390608.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 14 (7401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Entering Unmasked Estep 
Score: -914393.437500 Penalty: 2209.523926
	Iteration 0F: 2 clusters Score -914393.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -908418.750000 Penalty: 4419.047852
	Iteration 0F: 3 clusters Score -908418.8 nChanged 2972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -910198.687500 Penalty: 4419.047852
	Iteration 1F: 3 clusters Score -910198.7 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -911029.062500 Penalty: 4419.047852
	Iteration 2F: 3 clusters Score -911029.1 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -912532.000000 Penalty: 4419.047852
	Iteration 3F: 3 clusters Score -912532 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -914347.937500 Penalty: 4419.047852
	Iteration 4F: 3 clusters Score -914347.9 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -915493.812500 Penalty: 4419.047852
	Iteration 5F: 3 clusters Score -915493.8 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -916143.500000 Penalty: 4419.047852
	Iteration 6F: 3 clusters Score -916143.5 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -916396.812500 Penalty: 4419.047852
	Iteration 7Q: 3 clusters Score -916396.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -916511.875000 Penalty: 4419.047852
	Iteration 8Q: 3 clusters Score -916511.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -916566.562500 Penalty: 4419.047852
	Iteration 9Q: 3 clusters Score -916566.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -916606.937500 Penalty: 4419.047852
	Iteration 10Q: 3 clusters Score -916606.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -916641.062500 Penalty: 4419.047852
	Iteration 11Q: 3 clusters Score -916641.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -916658.937500 Penalty: 4419.047852
	Iteration 12Q: 3 clusters Score -916658.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -916666.187500 Penalty: 4419.047852
	Iteration 13Q: 3 clusters Score -916666.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -916678.562500 Penalty: 4419.047852
	Iteration 14Q: 3 clusters Score -916678.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -916683.875000 Penalty: 4419.047852
	Iteration 15Q: 3 clusters Score -916683.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -916693.750000 Penalty: 4419.047852
	Iteration 16Q: 3 clusters Score -916693.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -916695.312500 Penalty: 4419.047852
	Iteration 17Q: 3 clusters Score -916695.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -916697.500000 Penalty: 4419.047852
	Iteration 18Q: 3 clusters Score -916697.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -916702.312500 Penalty: 4419.047852
	Iteration 19Q: 3 clusters Score -916702.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -916703.812500 Penalty: 4419.047852
	Iteration 20F: 3 clusters Score -916703.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -916704.125000 Penalty: 4419.047852
	Iteration 21Q: 3 clusters Score -916704.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -916704.375000 Penalty: 4419.047852
	Iteration 22Q: 3 clusters Score -916704.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -916704.375000 Penalty: 4419.047852
	Iteration 23F: 3 clusters Score -916704.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 3660 members 
Mstep: Class 3 contains 4170 members 
Mstep: Class 4 contains 12190 members 
Mstep: Class 5 contains 2807 members 
Mstep: Class 6 contains 2852 members 
Mstep: Class 7 contains 2115 members 
Mstep: Class 8 contains 8206 members 
Mstep: Class 9 contains 181178 members 
Mstep: Class 10 contains 8447 members 
Mstep: Class 11 contains 4412 members 
Mstep: Class 12 contains 26056 members 
Mstep: Class 13 contains 3734 members 
Mstep: Class 14 contains 5566 members 
Mstep: Class 15 contains 208990 members 
Mstep: Class 16 contains 221892 members 
Mstep: Class 17 contains 21933 members 
Mstep: Class 18 contains 38355 members 
Mstep: Class 19 contains 769 members 
Mstep: Class 20 contains 6756 members 
Mstep: Class 21 contains 40742 members 
Mstep: Class 22 contains 40242 members 
Mstep: Class 23 contains 4410 members 
Mstep: Class 24 contains 14025 members 
Mstep: Class 25 contains 36958 members 
Mstep: Class 26 contains 34839 members 
Mstep: Class 27 contains 8441 members 
Mstep: Class 28 contains 24824 members 
Mstep: Class 29 contains 20756 members 
Mstep: Class 30 contains 25598 members 
Mstep: Class 31 contains 6601 members 
Mstep: Class 32 contains 18638 members 
Mstep: Class 33 contains 925 members 
Mstep: Class 34 contains 38599 members 
Mstep: Class 35 contains 65732 members 
Mstep: Class 36 contains 17782 members 
Mstep: Class 37 contains 10104 members 
Mstep: Class 38 contains 1863 members 
Mstep: Class 39 contains 3836 members 
Mstep: Class 40 contains 1835 members 
Entering Unmasked Estep 
Score: -147391808.000000 Penalty: 138760.875000
Splitting cluster 14 changes total score from -147374656.000000 to -147391808.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 15 (208990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208990 members 
Entering Unmasked Estep 
Score: -26878178.000000 Penalty: 3038.010498
	Iteration 0F: 2 clusters Score -2.687818e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104580 members 
Mstep: Class 2 contains 104410 members 
Entering Unmasked Estep 
Score: -26749218.000000 Penalty: 6076.020996
	Iteration 0F: 3 clusters Score -2.674922e+07 nChanged 100319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105785 members 
Mstep: Class 2 contains 103205 members 
Entering Unmasked Estep 
Score: -26808758.000000 Penalty: 6076.020996
	Iteration 1F: 3 clusters Score -2.680876e+07 nChanged 6042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106669 members 
Mstep: Class 2 contains 102321 members 
Entering Unmasked Estep 
Score: -26810272.000000 Penalty: 6076.020996
	Iteration 2Q: 3 clusters Score -2.681027e+07 nChanged 6958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107999 members 
Mstep: Class 2 contains 100991 members 
Entering Unmasked Estep 
Score: -26812102.000000 Penalty: 6076.020996
	Iteration 3Q: 3 clusters Score -2.68121e+07 nChanged 8554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109937 members 
Mstep: Class 2 contains 99053 members 
Entering Unmasked Estep 
Score: -26815782.000000 Penalty: 6076.020996
	Iteration 4Q: 3 clusters Score -2.681578e+07 nChanged 10644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112769 members 
Mstep: Class 2 contains 96221 members 
Entering Unmasked Estep 
Score: -26821814.000000 Penalty: 6076.020996
	Iteration 5F: 3 clusters Score -2.682181e+07 nChanged 13142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116893 members 
Mstep: Class 2 contains 92097 members 
Entering Unmasked Estep 
Score: -26830828.000000 Penalty: 6076.020996
	Iteration 6F: 3 clusters Score -2.683083e+07 nChanged 14967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121606 members 
Mstep: Class 2 contains 87384 members 
Entering Unmasked Estep 
Score: -26842612.000000 Penalty: 6076.020996
	Iteration 7F: 3 clusters Score -2.684261e+07 nChanged 14831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125953 members 
Mstep: Class 2 contains 83037 members 
Entering Unmasked Estep 
Score: -26854250.000000 Penalty: 6076.020996
	Iteration 8F: 3 clusters Score -2.685425e+07 nChanged 12202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129017 members 
Mstep: Class 2 contains 79973 members 
Entering Unmasked Estep 
Score: -26861522.000000 Penalty: 6076.020996
	Iteration 9F: 3 clusters Score -2.686152e+07 nChanged 8022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131033 members 
Mstep: Class 2 contains 77957 members 
Entering Unmasked Estep 
Score: -26864636.000000 Penalty: 6076.020996
	Iteration 10Q: 3 clusters Score -2.686464e+07 nChanged 4707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132640 members 
Mstep: Class 2 contains 76350 members 
Entering Unmasked Estep 
Score: -26865720.000000 Penalty: 6076.020996
	Iteration 11Q: 3 clusters Score -2.686572e+07 nChanged 3000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134072 members 
Mstep: Class 2 contains 74918 members 
Entering Unmasked Estep 
Score: -26866344.000000 Penalty: 6076.020996
	Iteration 12Q: 3 clusters Score -2.686634e+07 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135419 members 
Mstep: Class 2 contains 73571 members 
Entering Unmasked Estep 
Score: -26866822.000000 Penalty: 6076.020996
	Iteration 13Q: 3 clusters Score -2.686682e+07 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136732 members 
Mstep: Class 2 contains 72258 members 
Entering Unmasked Estep 
Score: -26867346.000000 Penalty: 6076.020996
	Iteration 14Q: 3 clusters Score -2.686735e+07 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138077 members 
Mstep: Class 2 contains 70913 members 
Entering Unmasked Estep 
Score: -26867784.000000 Penalty: 6076.020996
	Iteration 15Q: 3 clusters Score -2.686778e+07 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139406 members 
Mstep: Class 2 contains 69584 members 
Entering Unmasked Estep 
Score: -26868182.000000 Penalty: 6076.020996
	Iteration 16Q: 3 clusters Score -2.686818e+07 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140726 members 
Mstep: Class 2 contains 68264 members 
Entering Unmasked Estep 
Score: -26868456.000000 Penalty: 6076.020996
	Iteration 17Q: 3 clusters Score -2.686846e+07 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142134 members 
Mstep: Class 2 contains 66856 members 
Entering Unmasked Estep 
Score: -26868810.000000 Penalty: 6076.020996
	Iteration 18Q: 3 clusters Score -2.686881e+07 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143607 members 
Mstep: Class 2 contains 65383 members 
Entering Unmasked Estep 
Score: -26869140.000000 Penalty: 6076.020996
	Iteration 19Q: 3 clusters Score -2.686914e+07 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145120 members 
Mstep: Class 2 contains 63870 members 
Entering Unmasked Estep 
Score: -26869456.000000 Penalty: 6076.020996
	Iteration 20F: 3 clusters Score -2.686946e+07 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146691 members 
Mstep: Class 2 contains 62299 members 
Entering Unmasked Estep 
Score: -26869886.000000 Penalty: 6076.020996
	Iteration 21Q: 3 clusters Score -2.686989e+07 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148308 members 
Mstep: Class 2 contains 60682 members 
Entering Unmasked Estep 
Score: -26870330.000000 Penalty: 6076.020996
	Iteration 22Q: 3 clusters Score -2.687033e+07 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150041 members 
Mstep: Class 2 contains 58949 members 
Entering Unmasked Estep 
Score: -26870764.000000 Penalty: 6076.020996
	Iteration 23Q: 3 clusters Score -2.687076e+07 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151858 members 
Mstep: Class 2 contains 57132 members 
Entering Unmasked Estep 
Score: -26871200.000000 Penalty: 6076.020996
	Iteration 24Q: 3 clusters Score -2.68712e+07 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153715 members 
Mstep: Class 2 contains 55275 members 
Entering Unmasked Estep 
Score: -26871660.000000 Penalty: 6076.020996
	Iteration 25Q: 3 clusters Score -2.687166e+07 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155661 members 
Mstep: Class 2 contains 53329 members 
Entering Unmasked Estep 
Score: -26872092.000000 Penalty: 6076.020996
	Iteration 26Q: 3 clusters Score -2.687209e+07 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157749 members 
Mstep: Class 2 contains 51241 members 
Entering Unmasked Estep 
Score: -26872598.000000 Penalty: 6076.020996
	Iteration 27Q: 3 clusters Score -2.68726e+07 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159867 members 
Mstep: Class 2 contains 49123 members 
Entering Unmasked Estep 
Score: -26873216.000000 Penalty: 6076.020996
	Iteration 28Q: 3 clusters Score -2.687322e+07 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162120 members 
Mstep: Class 2 contains 46870 members 
Entering Unmasked Estep 
Score: -26873750.000000 Penalty: 6076.020996
	Iteration 29Q: 3 clusters Score -2.687375e+07 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164439 members 
Mstep: Class 2 contains 44551 members 
Entering Unmasked Estep 
Score: -26874392.000000 Penalty: 6076.020996
	Iteration 30Q: 3 clusters Score -2.687439e+07 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166821 members 
Mstep: Class 2 contains 42169 members 
Entering Unmasked Estep 
Score: -26875218.000000 Penalty: 6076.020996
	Iteration 31Q: 3 clusters Score -2.687522e+07 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169318 members 
Mstep: Class 2 contains 39672 members 
Entering Unmasked Estep 
Score: -26875984.000000 Penalty: 6076.020996
	Iteration 32Q: 3 clusters Score -2.687598e+07 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171809 members 
Mstep: Class 2 contains 37181 members 
Entering Unmasked Estep 
Score: -26876866.000000 Penalty: 6076.020996
	Iteration 33Q: 3 clusters Score -2.687687e+07 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174200 members 
Mstep: Class 2 contains 34790 members 
Entering Unmasked Estep 
Score: -26877646.000000 Penalty: 6076.020996
	Iteration 34Q: 3 clusters Score -2.687765e+07 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176436 members 
Mstep: Class 2 contains 32554 members 
Entering Unmasked Estep 
Score: -26878266.000000 Penalty: 6076.020996
	Iteration 35Q: 3 clusters Score -2.687827e+07 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178588 members 
Mstep: Class 2 contains 30402 members 
Entering Unmasked Estep 
Score: -26878852.000000 Penalty: 6076.020996
	Iteration 36Q: 3 clusters Score -2.687885e+07 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180599 members 
Mstep: Class 2 contains 28391 members 
Entering Unmasked Estep 
Score: -26879408.000000 Penalty: 6076.020996
	Iteration 37Q: 3 clusters Score -2.687941e+07 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182482 members 
Mstep: Class 2 contains 26508 members 
Entering Unmasked Estep 
Score: -26879750.000000 Penalty: 6076.020996
	Iteration 38Q: 3 clusters Score -2.687975e+07 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184167 members 
Mstep: Class 2 contains 24823 members 
Entering Unmasked Estep 
Score: -26880110.000000 Penalty: 6076.020996
	Iteration 39Q: 3 clusters Score -2.688011e+07 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185659 members 
Mstep: Class 2 contains 23331 members 
Entering Unmasked Estep 
Score: -26880328.000000 Penalty: 6076.020996
	Iteration 40F: 3 clusters Score -2.688033e+07 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187084 members 
Mstep: Class 2 contains 21906 members 
Entering Unmasked Estep 
Score: -26880520.000000 Penalty: 6076.020996
	Iteration 41Q: 3 clusters Score -2.688052e+07 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188376 members 
Mstep: Class 2 contains 20614 members 
Entering Unmasked Estep 
Score: -26880642.000000 Penalty: 6076.020996
	Iteration 42Q: 3 clusters Score -2.688064e+07 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189496 members 
Mstep: Class 2 contains 19494 members 
Entering Unmasked Estep 
Score: -26880638.000000 Penalty: 6076.020996
	Iteration 43Q: 3 clusters Score -2.688064e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190414 members 
Mstep: Class 2 contains 18576 members 
Entering Unmasked Estep 
Score: -26880688.000000 Penalty: 6076.020996
	Iteration 44Q: 3 clusters Score -2.688069e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191222 members 
Mstep: Class 2 contains 17768 members 
Entering Unmasked Estep 
Score: -26880658.000000 Penalty: 6076.020996
	Iteration 45Q: 3 clusters Score -2.688066e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191929 members 
Mstep: Class 2 contains 17061 members 
Entering Unmasked Estep 
Score: -26880544.000000 Penalty: 6076.020996
	Iteration 46Q: 3 clusters Score -2.688054e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192537 members 
Mstep: Class 2 contains 16453 members 
Entering Unmasked Estep 
Score: -26880540.000000 Penalty: 6076.020996
	Iteration 47Q: 3 clusters Score -2.688054e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193101 members 
Mstep: Class 2 contains 15889 members 
Entering Unmasked Estep 
Score: -26880544.000000 Penalty: 6076.020996
	Iteration 48Q: 3 clusters Score -2.688054e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193610 members 
Mstep: Class 2 contains 15380 members 
Entering Unmasked Estep 
Score: -26880522.000000 Penalty: 6076.020996
	Iteration 49Q: 3 clusters Score -2.688052e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194072 members 
Mstep: Class 2 contains 14918 members 
Entering Unmasked Estep 
Score: -26880468.000000 Penalty: 6076.020996
	Iteration 50Q: 3 clusters Score -2.688047e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194487 members 
Mstep: Class 2 contains 14503 members 
Entering Unmasked Estep 
Score: -26880388.000000 Penalty: 6076.020996
	Iteration 51Q: 3 clusters Score -2.688039e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194859 members 
Mstep: Class 2 contains 14131 members 
Entering Unmasked Estep 
Score: -26880316.000000 Penalty: 6076.020996
	Iteration 52Q: 3 clusters Score -2.688032e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195195 members 
Mstep: Class 2 contains 13795 members 
Entering Unmasked Estep 
Score: -26880198.000000 Penalty: 6076.020996
	Iteration 53Q: 3 clusters Score -2.68802e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195531 members 
Mstep: Class 2 contains 13459 members 
Entering Unmasked Estep 
Score: -26880158.000000 Penalty: 6076.020996
	Iteration 54Q: 3 clusters Score -2.688016e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195820 members 
Mstep: Class 2 contains 13170 members 
Entering Unmasked Estep 
Score: -26880148.000000 Penalty: 6076.020996
	Iteration 55Q: 3 clusters Score -2.688015e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196071 members 
Mstep: Class 2 contains 12919 members 
Entering Unmasked Estep 
Score: -26880078.000000 Penalty: 6076.020996
	Iteration 56Q: 3 clusters Score -2.688008e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196333 members 
Mstep: Class 2 contains 12657 members 
Entering Unmasked Estep 
Score: -26880012.000000 Penalty: 6076.020996
	Iteration 57Q: 3 clusters Score -2.688001e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196597 members 
Mstep: Class 2 contains 12393 members 
Entering Unmasked Estep 
Score: -26879868.000000 Penalty: 6076.020996
	Iteration 58Q: 3 clusters Score -2.687987e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196851 members 
Mstep: Class 2 contains 12139 members 
Entering Unmasked Estep 
Score: -26879820.000000 Penalty: 6076.020996
	Iteration 59Q: 3 clusters Score -2.687982e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197098 members 
Mstep: Class 2 contains 11892 members 
Entering Unmasked Estep 
Score: -26879778.000000 Penalty: 6076.020996
	Iteration 60F: 3 clusters Score -2.687978e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197353 members 
Mstep: Class 2 contains 11637 members 
Entering Unmasked Estep 
Score: -26879768.000000 Penalty: 6076.020996
	Iteration 61Q: 3 clusters Score -2.687977e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197594 members 
Mstep: Class 2 contains 11396 members 
Entering Unmasked Estep 
Score: -26879730.000000 Penalty: 6076.020996
	Iteration 62Q: 3 clusters Score -2.687973e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197813 members 
Mstep: Class 2 contains 11177 members 
Entering Unmasked Estep 
Score: -26879696.000000 Penalty: 6076.020996
	Iteration 63Q: 3 clusters Score -2.68797e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198061 members 
Mstep: Class 2 contains 10929 members 
Entering Unmasked Estep 
Score: -26879706.000000 Penalty: 6076.020996
	Iteration 64Q: 3 clusters Score -2.687971e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198304 members 
Mstep: Class 2 contains 10686 members 
Entering Unmasked Estep 
Score: -26879604.000000 Penalty: 6076.020996
	Iteration 65Q: 3 clusters Score -2.68796e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198533 members 
Mstep: Class 2 contains 10457 members 
Entering Unmasked Estep 
Score: -26879558.000000 Penalty: 6076.020996
	Iteration 66Q: 3 clusters Score -2.687956e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198729 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -26879556.000000 Penalty: 6076.020996
	Iteration 67Q: 3 clusters Score -2.687956e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198903 members 
Mstep: Class 2 contains 10087 members 
Entering Unmasked Estep 
Score: -26879508.000000 Penalty: 6076.020996
	Iteration 68Q: 3 clusters Score -2.687951e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199078 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -26879450.000000 Penalty: 6076.020996
	Iteration 69Q: 3 clusters Score -2.687945e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199266 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -26879462.000000 Penalty: 6076.020996
	Iteration 70Q: 3 clusters Score -2.687946e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199463 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -26879398.000000 Penalty: 6076.020996
	Iteration 71Q: 3 clusters Score -2.68794e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199643 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -26879372.000000 Penalty: 6076.020996
	Iteration 72Q: 3 clusters Score -2.687937e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199814 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -26879404.000000 Penalty: 6076.020996
	Iteration 73Q: 3 clusters Score -2.68794e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199977 members 
Mstep: Class 2 contains 9013 members 
Entering Unmasked Estep 
Score: -26879416.000000 Penalty: 6076.020996
	Iteration 74Q: 3 clusters Score -2.687942e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200127 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -26879410.000000 Penalty: 6076.020996
	Iteration 75Q: 3 clusters Score -2.687941e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200272 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -26879394.000000 Penalty: 6076.020996
	Iteration 76Q: 3 clusters Score -2.687939e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200407 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -26879394.000000 Penalty: 6076.020996
	Iteration 77Q: 3 clusters Score -2.687939e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200517 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -26879346.000000 Penalty: 6076.020996
	Iteration 78Q: 3 clusters Score -2.687935e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200620 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -26879316.000000 Penalty: 6076.020996
	Iteration 79Q: 3 clusters Score -2.687932e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200721 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -26879280.000000 Penalty: 6076.020996
	Iteration 80F: 3 clusters Score -2.687928e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200804 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -26879290.000000 Penalty: 6076.020996
	Iteration 81Q: 3 clusters Score -2.687929e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200889 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -26879274.000000 Penalty: 6076.020996
	Iteration 82Q: 3 clusters Score -2.687927e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200963 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -26879254.000000 Penalty: 6076.020996
	Iteration 83Q: 3 clusters Score -2.687925e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201040 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -26879228.000000 Penalty: 6076.020996
	Iteration 84Q: 3 clusters Score -2.687923e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201109 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -26879266.000000 Penalty: 6076.020996
	Iteration 85Q: 3 clusters Score -2.687927e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201176 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -26879260.000000 Penalty: 6076.020996
	Iteration 86Q: 3 clusters Score -2.687926e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201240 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -26879226.000000 Penalty: 6076.020996
	Iteration 87Q: 3 clusters Score -2.687923e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201322 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -26879240.000000 Penalty: 6076.020996
	Iteration 88Q: 3 clusters Score -2.687924e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201392 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -26879228.000000 Penalty: 6076.020996
	Iteration 89Q: 3 clusters Score -2.687923e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201463 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -26879230.000000 Penalty: 6076.020996
	Iteration 90Q: 3 clusters Score -2.687923e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201516 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -26879238.000000 Penalty: 6076.020996
	Iteration 91Q: 3 clusters Score -2.687924e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201584 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -26879216.000000 Penalty: 6076.020996
	Iteration 92Q: 3 clusters Score -2.687922e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201648 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -26879194.000000 Penalty: 6076.020996
	Iteration 93Q: 3 clusters Score -2.687919e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201701 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -26879204.000000 Penalty: 6076.020996
	Iteration 94Q: 3 clusters Score -2.68792e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201747 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -26879196.000000 Penalty: 6076.020996
	Iteration 95Q: 3 clusters Score -2.68792e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201789 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -26879208.000000 Penalty: 6076.020996
	Iteration 96Q: 3 clusters Score -2.687921e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201839 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -26879184.000000 Penalty: 6076.020996
	Iteration 97Q: 3 clusters Score -2.687918e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201875 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -26879202.000000 Penalty: 6076.020996
	Iteration 98Q: 3 clusters Score -2.68792e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201910 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -26879172.000000 Penalty: 6076.020996
	Iteration 99Q: 3 clusters Score -2.687917e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201947 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -26879158.000000 Penalty: 6076.020996
	Iteration 100F: 3 clusters Score -2.687916e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201985 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -26879128.000000 Penalty: 6076.020996
	Iteration 101Q: 3 clusters Score -2.687913e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202030 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -26879136.000000 Penalty: 6076.020996
	Iteration 102Q: 3 clusters Score -2.687914e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202079 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -26879146.000000 Penalty: 6076.020996
	Iteration 103Q: 3 clusters Score -2.687915e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202119 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -26879150.000000 Penalty: 6076.020996
	Iteration 104Q: 3 clusters Score -2.687915e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202162 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -26879124.000000 Penalty: 6076.020996
	Iteration 105Q: 3 clusters Score -2.687912e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202193 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -26879112.000000 Penalty: 6076.020996
	Iteration 106Q: 3 clusters Score -2.687911e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202228 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -26879110.000000 Penalty: 6076.020996
	Iteration 107Q: 3 clusters Score -2.687911e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202257 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -26879122.000000 Penalty: 6076.020996
	Iteration 108Q: 3 clusters Score -2.687912e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202275 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -26879110.000000 Penalty: 6076.020996
	Iteration 109Q: 3 clusters Score -2.687911e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202292 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -26879124.000000 Penalty: 6076.020996
	Iteration 110Q: 3 clusters Score -2.687912e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202313 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -26879116.000000 Penalty: 6076.020996
	Iteration 111Q: 3 clusters Score -2.687912e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202332 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -26879122.000000 Penalty: 6076.020996
	Iteration 112Q: 3 clusters Score -2.687912e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202355 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -26879144.000000 Penalty: 6076.020996
	Iteration 113Q: 3 clusters Score -2.687914e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202374 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -26879142.000000 Penalty: 6076.020996
	Iteration 114Q: 3 clusters Score -2.687914e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202395 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -26879124.000000 Penalty: 6076.020996
	Iteration 115Q: 3 clusters Score -2.687912e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202414 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -26879120.000000 Penalty: 6076.020996
	Iteration 116Q: 3 clusters Score -2.687912e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202438 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -26879100.000000 Penalty: 6076.020996
	Iteration 117Q: 3 clusters Score -2.68791e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202450 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -26879068.000000 Penalty: 6076.020996
	Iteration 118Q: 3 clusters Score -2.687907e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202463 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -26879066.000000 Penalty: 6076.020996
	Iteration 119Q: 3 clusters Score -2.687907e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202471 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -26879074.000000 Penalty: 6076.020996
	Iteration 120F: 3 clusters Score -2.687907e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202486 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -26879096.000000 Penalty: 6076.020996
	Iteration 121Q: 3 clusters Score -2.68791e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202501 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -26879076.000000 Penalty: 6076.020996
	Iteration 122Q: 3 clusters Score -2.687908e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202517 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -26879110.000000 Penalty: 6076.020996
	Iteration 123Q: 3 clusters Score -2.687911e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202538 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -26879118.000000 Penalty: 6076.020996
	Iteration 124Q: 3 clusters Score -2.687912e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202561 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -26879128.000000 Penalty: 6076.020996
	Iteration 125Q: 3 clusters Score -2.687913e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202584 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -26879150.000000 Penalty: 6076.020996
	Iteration 126Q: 3 clusters Score -2.687915e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202604 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -26879156.000000 Penalty: 6076.020996
	Iteration 127Q: 3 clusters Score -2.687916e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202620 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -26879156.000000 Penalty: 6076.020996
	Iteration 128Q: 3 clusters Score -2.687916e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202631 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -26879144.000000 Penalty: 6076.020996
	Iteration 129Q: 3 clusters Score -2.687914e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202635 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -26879166.000000 Penalty: 6076.020996
	Iteration 130Q: 3 clusters Score -2.687917e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202640 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -26879158.000000 Penalty: 6076.020996
	Iteration 131Q: 3 clusters Score -2.687916e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202644 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -26879142.000000 Penalty: 6076.020996
	Iteration 132Q: 3 clusters Score -2.687914e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202646 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -26879142.000000 Penalty: 6076.020996
	Iteration 133Q: 3 clusters Score -2.687914e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202652 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -26879146.000000 Penalty: 6076.020996
	Iteration 134Q: 3 clusters Score -2.687915e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202657 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -26879154.000000 Penalty: 6076.020996
	Iteration 135Q: 3 clusters Score -2.687915e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202661 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -26879166.000000 Penalty: 6076.020996
	Iteration 136Q: 3 clusters Score -2.687917e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202663 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -26879168.000000 Penalty: 6076.020996
	Iteration 137Q: 3 clusters Score -2.687917e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202666 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -26879136.000000 Penalty: 6076.020996
	Iteration 138Q: 3 clusters Score -2.687914e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202670 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -26879144.000000 Penalty: 6076.020996
	Iteration 139Q: 3 clusters Score -2.687914e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202671 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -26879144.000000 Penalty: 6076.020996
	Iteration 140F: 3 clusters Score -2.687914e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202672 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -26879132.000000 Penalty: 6076.020996
	Iteration 141Q: 3 clusters Score -2.687913e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202672 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -26879132.000000 Penalty: 6076.020996
	Iteration 142F: 3 clusters Score -2.687913e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 3660 members 
Mstep: Class 3 contains 4170 members 
Mstep: Class 4 contains 12190 members 
Mstep: Class 5 contains 2807 members 
Mstep: Class 6 contains 2852 members 
Mstep: Class 7 contains 2115 members 
Mstep: Class 8 contains 8206 members 
Mstep: Class 9 contains 181178 members 
Mstep: Class 10 contains 8447 members 
Mstep: Class 11 contains 4412 members 
Mstep: Class 12 contains 26056 members 
Mstep: Class 13 contains 3734 members 
Mstep: Class 14 contains 5566 members 
Mstep: Class 15 contains 202672 members 
Mstep: Class 16 contains 221892 members 
Mstep: Class 17 contains 21933 members 
Mstep: Class 18 contains 38355 members 
Mstep: Class 19 contains 769 members 
Mstep: Class 20 contains 6756 members 
Mstep: Class 21 contains 40742 members 
Mstep: Class 22 contains 40242 members 
Mstep: Class 23 contains 4410 members 
Mstep: Class 24 contains 14025 members 
Mstep: Class 25 contains 36958 members 
Mstep: Class 26 contains 34839 members 
Mstep: Class 27 contains 8441 members 
Mstep: Class 28 contains 24824 members 
Mstep: Class 29 contains 20756 members 
Mstep: Class 30 contains 25598 members 
Mstep: Class 31 contains 6601 members 
Mstep: Class 32 contains 18638 members 
Mstep: Class 33 contains 925 members 
Mstep: Class 34 contains 38599 members 
Mstep: Class 35 contains 65732 members 
Mstep: Class 36 contains 17782 members 
Mstep: Class 37 contains 10104 members 
Mstep: Class 38 contains 1863 members 
Mstep: Class 39 contains 3836 members 
Mstep: Class 40 contains 1835 members 
Mstep: Class 41 contains 6318 members 
Entering Unmasked Estep 
Score: -147391472.000000 Penalty: 142229.890625
Splitting cluster 15 changes total score from -147374656.000000 to -147391472.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 16 (221892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221892 members 
Entering Unmasked Estep 
Score: -28648518.000000 Penalty: 3052.866699
	Iteration 0F: 2 clusters Score -2.864852e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110910 members 
Mstep: Class 2 contains 110982 members 
Entering Unmasked Estep 
Score: -28515884.000000 Penalty: 6105.733398
	Iteration 0F: 3 clusters Score -2.851588e+07 nChanged 106856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109226 members 
Mstep: Class 2 contains 112666 members 
Entering Unmasked Estep 
Score: -28578668.000000 Penalty: 6105.733398
	Iteration 1F: 3 clusters Score -2.857867e+07 nChanged 6031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108043 members 
Mstep: Class 2 contains 113849 members 
Entering Unmasked Estep 
Score: -28580052.000000 Penalty: 6105.733398
	Iteration 2Q: 3 clusters Score -2.858005e+07 nChanged 6312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106159 members 
Mstep: Class 2 contains 115733 members 
Entering Unmasked Estep 
Score: -28581334.000000 Penalty: 6105.733398
	Iteration 3Q: 3 clusters Score -2.858133e+07 nChanged 6908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103245 members 
Mstep: Class 2 contains 118647 members 
Entering Unmasked Estep 
Score: -28583044.000000 Penalty: 6105.733398
	Iteration 4Q: 3 clusters Score -2.858304e+07 nChanged 7980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98635 members 
Mstep: Class 2 contains 123257 members 
Entering Unmasked Estep 
Score: -28585642.000000 Penalty: 6105.733398
	Iteration 5Q: 3 clusters Score -2.858564e+07 nChanged 9442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91835 members 
Mstep: Class 2 contains 130057 members 
Entering Unmasked Estep 
Score: -28589126.000000 Penalty: 6105.733398
	Iteration 6Q: 3 clusters Score -2.858913e+07 nChanged 11542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82203 members 
Mstep: Class 2 contains 139689 members 
Entering Unmasked Estep 
Score: -28594754.000000 Penalty: 6105.733398
	Iteration 7F: 3 clusters Score -2.859475e+07 nChanged 14209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69288 members 
Mstep: Class 2 contains 152604 members 
Entering Unmasked Estep 
Score: -28603078.000000 Penalty: 6105.733398
	Iteration 8F: 3 clusters Score -2.860308e+07 nChanged 15738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54278 members 
Mstep: Class 2 contains 167614 members 
Entering Unmasked Estep 
Score: -28614390.000000 Penalty: 6105.733398
	Iteration 9F: 3 clusters Score -2.861439e+07 nChanged 15379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39281 members 
Mstep: Class 2 contains 182611 members 
Entering Unmasked Estep 
Score: -28626458.000000 Penalty: 6105.733398
	Iteration 10F: 3 clusters Score -2.862646e+07 nChanged 13386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26019 members 
Mstep: Class 2 contains 195873 members 
Entering Unmasked Estep 
Score: -28635908.000000 Penalty: 6105.733398
	Iteration 11F: 3 clusters Score -2.863591e+07 nChanged 10059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16038 members 
Mstep: Class 2 contains 205854 members 
Entering Unmasked Estep 
Score: -28641038.000000 Penalty: 6105.733398
	Iteration 12Q: 3 clusters Score -2.864104e+07 nChanged 6229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 212023 members 
Entering Unmasked Estep 
Score: -28644548.000000 Penalty: 6105.733398
	Iteration 13Q: 3 clusters Score -2.864455e+07 nChanged 3088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 214991 members 
Entering Unmasked Estep 
Score: -28646022.000000 Penalty: 6105.733398
	Iteration 14Q: 3 clusters Score -2.864602e+07 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 216374 members 
Entering Unmasked Estep 
Score: -28646572.000000 Penalty: 6105.733398
	Iteration 15Q: 3 clusters Score -2.864657e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 217213 members 
Entering Unmasked Estep 
Score: -28646672.000000 Penalty: 6105.733398
	Iteration 16Q: 3 clusters Score -2.864667e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 217767 members 
Entering Unmasked Estep 
Score: -28646744.000000 Penalty: 6105.733398
	Iteration 17Q: 3 clusters Score -2.864674e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 218196 members 
Entering Unmasked Estep 
Score: -28646758.000000 Penalty: 6105.733398
	Iteration 18Q: 3 clusters Score -2.864676e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 218528 members 
Entering Unmasked Estep 
Score: -28646746.000000 Penalty: 6105.733398
	Iteration 19Q: 3 clusters Score -2.864675e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 218787 members 
Entering Unmasked Estep 
Score: -28646728.000000 Penalty: 6105.733398
	Iteration 20F: 3 clusters Score -2.864673e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 218985 members 
Entering Unmasked Estep 
Score: -28646742.000000 Penalty: 6105.733398
	Iteration 21Q: 3 clusters Score -2.864674e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 219142 members 
Entering Unmasked Estep 
Score: -28646720.000000 Penalty: 6105.733398
	Iteration 22Q: 3 clusters Score -2.864672e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 219283 members 
Entering Unmasked Estep 
Score: -28646760.000000 Penalty: 6105.733398
	Iteration 23Q: 3 clusters Score -2.864676e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 219420 members 
Entering Unmasked Estep 
Score: -28646770.000000 Penalty: 6105.733398
	Iteration 24Q: 3 clusters Score -2.864677e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 219520 members 
Entering Unmasked Estep 
Score: -28646752.000000 Penalty: 6105.733398
	Iteration 25Q: 3 clusters Score -2.864675e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 219601 members 
Entering Unmasked Estep 
Score: -28646740.000000 Penalty: 6105.733398
	Iteration 26Q: 3 clusters Score -2.864674e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 219662 members 
Entering Unmasked Estep 
Score: -28646776.000000 Penalty: 6105.733398
	Iteration 27Q: 3 clusters Score -2.864678e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 219707 members 
Entering Unmasked Estep 
Score: -28646794.000000 Penalty: 6105.733398
	Iteration 28Q: 3 clusters Score -2.864679e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 219761 members 
Entering Unmasked Estep 
Score: -28646810.000000 Penalty: 6105.733398
	Iteration 29Q: 3 clusters Score -2.864681e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 219801 members 
Entering Unmasked Estep 
Score: -28646832.000000 Penalty: 6105.733398
	Iteration 30Q: 3 clusters Score -2.864683e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 219836 members 
Entering Unmasked Estep 
Score: -28646802.000000 Penalty: 6105.733398
	Iteration 31Q: 3 clusters Score -2.86468e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 219869 members 
Entering Unmasked Estep 
Score: -28646794.000000 Penalty: 6105.733398
	Iteration 32Q: 3 clusters Score -2.864679e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 219900 members 
Entering Unmasked Estep 
Score: -28646796.000000 Penalty: 6105.733398
	Iteration 33Q: 3 clusters Score -2.86468e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 219928 members 
Entering Unmasked Estep 
Score: -28646808.000000 Penalty: 6105.733398
	Iteration 34Q: 3 clusters Score -2.864681e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 219950 members 
Entering Unmasked Estep 
Score: -28646786.000000 Penalty: 6105.733398
	Iteration 35Q: 3 clusters Score -2.864679e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 219971 members 
Entering Unmasked Estep 
Score: -28646780.000000 Penalty: 6105.733398
	Iteration 36Q: 3 clusters Score -2.864678e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 219984 members 
Entering Unmasked Estep 
Score: -28646816.000000 Penalty: 6105.733398
	Iteration 37Q: 3 clusters Score -2.864682e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 220002 members 
Entering Unmasked Estep 
Score: -28646816.000000 Penalty: 6105.733398
	Iteration 38Q: 3 clusters Score -2.864682e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 220010 members 
Entering Unmasked Estep 
Score: -28646816.000000 Penalty: 6105.733398
	Iteration 39Q: 3 clusters Score -2.864682e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 220019 members 
Entering Unmasked Estep 
Score: -28646816.000000 Penalty: 6105.733398
	Iteration 40F: 3 clusters Score -2.864682e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 220022 members 
Entering Unmasked Estep 
Score: -28646784.000000 Penalty: 6105.733398
	Iteration 41Q: 3 clusters Score -2.864678e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 220026 members 
Entering Unmasked Estep 
Score: -28646784.000000 Penalty: 6105.733398
	Iteration 42Q: 3 clusters Score -2.864678e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 220032 members 
Entering Unmasked Estep 
Score: -28646798.000000 Penalty: 6105.733398
	Iteration 43Q: 3 clusters Score -2.86468e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 220039 members 
Entering Unmasked Estep 
Score: -28646784.000000 Penalty: 6105.733398
	Iteration 44Q: 3 clusters Score -2.864678e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 220049 members 
Entering Unmasked Estep 
Score: -28646780.000000 Penalty: 6105.733398
	Iteration 45Q: 3 clusters Score -2.864678e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 220057 members 
Entering Unmasked Estep 
Score: -28646778.000000 Penalty: 6105.733398
	Iteration 46Q: 3 clusters Score -2.864678e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 220066 members 
Entering Unmasked Estep 
Score: -28646778.000000 Penalty: 6105.733398
	Iteration 47Q: 3 clusters Score -2.864678e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 220075 members 
Entering Unmasked Estep 
Score: -28646770.000000 Penalty: 6105.733398
	Iteration 48Q: 3 clusters Score -2.864677e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 220079 members 
Entering Unmasked Estep 
Score: -28646760.000000 Penalty: 6105.733398
	Iteration 49Q: 3 clusters Score -2.864676e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 220084 members 
Entering Unmasked Estep 
Score: -28646774.000000 Penalty: 6105.733398
	Iteration 50Q: 3 clusters Score -2.864677e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 220086 members 
Entering Unmasked Estep 
Score: -28646770.000000 Penalty: 6105.733398
	Iteration 51Q: 3 clusters Score -2.864677e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 220090 members 
Entering Unmasked Estep 
Score: -28646760.000000 Penalty: 6105.733398
	Iteration 52Q: 3 clusters Score -2.864676e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 220094 members 
Entering Unmasked Estep 
Score: -28646752.000000 Penalty: 6105.733398
	Iteration 53Q: 3 clusters Score -2.864675e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 220094 members 
Entering Unmasked Estep 
Score: -28646768.000000 Penalty: 6105.733398
	Iteration 54Q: 3 clusters Score -2.864677e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 220096 members 
Entering Unmasked Estep 
Score: -28646772.000000 Penalty: 6105.733398
	Iteration 55Q: 3 clusters Score -2.864677e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 220099 members 
Entering Unmasked Estep 
Score: -28646766.000000 Penalty: 6105.733398
	Iteration 56Q: 3 clusters Score -2.864677e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 220101 members 
Entering Unmasked Estep 
Score: -28646774.000000 Penalty: 6105.733398
	Iteration 57Q: 3 clusters Score -2.864677e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 220102 members 
Entering Unmasked Estep 
Score: -28646762.000000 Penalty: 6105.733398
	Iteration 58Q: 3 clusters Score -2.864676e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 220104 members 
Entering Unmasked Estep 
Score: -28646764.000000 Penalty: 6105.733398
	Iteration 59Q: 3 clusters Score -2.864676e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 220108 members 
Entering Unmasked Estep 
Score: -28646784.000000 Penalty: 6105.733398
	Iteration 60F: 3 clusters Score -2.864678e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 220109 members 
Entering Unmasked Estep 
Score: -28646780.000000 Penalty: 6105.733398
	Iteration 61Q: 3 clusters Score -2.864678e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 220112 members 
Entering Unmasked Estep 
Score: -28646784.000000 Penalty: 6105.733398
	Iteration 62Q: 3 clusters Score -2.864678e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 220113 members 
Entering Unmasked Estep 
Score: -28646786.000000 Penalty: 6105.733398
	Iteration 63Q: 3 clusters Score -2.864679e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 220114 members 
Entering Unmasked Estep 
Score: -28646774.000000 Penalty: 6105.733398
	Iteration 64Q: 3 clusters Score -2.864677e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 220114 members 
Entering Unmasked Estep 
Score: -28646774.000000 Penalty: 6105.733398
	Iteration 65F: 3 clusters Score -2.864677e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (21933 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21933 members 
Entering Unmasked Estep 
Score: -2701982.750000 Penalty: 2478.945312
	Iteration 0F: 2 clusters Score -2701983 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10909 members 
Mstep: Class 2 contains 11024 members 
Entering Unmasked Estep 
Score: -2686651.000000 Penalty: 4957.890625
	Iteration 0F: 3 clusters Score -2686651 nChanged 9796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10753 members 
Mstep: Class 2 contains 11180 members 
Entering Unmasked Estep 
Score: -2692022.250000 Penalty: 4957.890625
	Iteration 1F: 3 clusters Score -2692022 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10508 members 
Mstep: Class 2 contains 11425 members 
Entering Unmasked Estep 
Score: -2692581.500000 Penalty: 4957.890625
	Iteration 2F: 3 clusters Score -2692582 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 11775 members 
Entering Unmasked Estep 
Score: -2693094.250000 Penalty: 4957.890625
	Iteration 3F: 3 clusters Score -2693094 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9703 members 
Mstep: Class 2 contains 12230 members 
Entering Unmasked Estep 
Score: -2693702.000000 Penalty: 4957.890625
	Iteration 4F: 3 clusters Score -2693702 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 12725 members 
Entering Unmasked Estep 
Score: -2694387.000000 Penalty: 4957.890625
	Iteration 5F: 3 clusters Score -2694387 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 13194 members 
Entering Unmasked Estep 
Score: -2695134.250000 Penalty: 4957.890625
	Iteration 6F: 3 clusters Score -2695134 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 13711 members 
Entering Unmasked Estep 
Score: -2696039.500000 Penalty: 4957.890625
	Iteration 7F: 3 clusters Score -2696040 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 14177 members 
Entering Unmasked Estep 
Score: -2697014.500000 Penalty: 4957.890625
	Iteration 8F: 3 clusters Score -2697014 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 14520 members 
Entering Unmasked Estep 
Score: -2698006.750000 Penalty: 4957.890625
	Iteration 9F: 3 clusters Score -2698007 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 14772 members 
Entering Unmasked Estep 
Score: -2698874.250000 Penalty: 4957.890625
	Iteration 10Q: 3 clusters Score -2698874 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 14981 members 
Entering Unmasked Estep 
Score: -2699581.250000 Penalty: 4957.890625
	Iteration 11Q: 3 clusters Score -2699581 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 15167 members 
Entering Unmasked Estep 
Score: -2700053.250000 Penalty: 4957.890625
	Iteration 12Q: 3 clusters Score -2700053 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 15325 members 
Entering Unmasked Estep 
Score: -2700371.000000 Penalty: 4957.890625
	Iteration 13Q: 3 clusters Score -2700371 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 15510 members 
Entering Unmasked Estep 
Score: -2700619.500000 Penalty: 4957.890625
	Iteration 14Q: 3 clusters Score -2700620 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 15653 members 
Entering Unmasked Estep 
Score: -2700783.500000 Penalty: 4957.890625
	Iteration 15Q: 3 clusters Score -2700784 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 15808 members 
Entering Unmasked Estep 
Score: -2700928.250000 Penalty: 4957.890625
	Iteration 16Q: 3 clusters Score -2700928 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 15929 members 
Entering Unmasked Estep 
Score: -2701013.250000 Penalty: 4957.890625
	Iteration 17Q: 3 clusters Score -2701013 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 16008 members 
Entering Unmasked Estep 
Score: -2701072.000000 Penalty: 4957.890625
	Iteration 18Q: 3 clusters Score -2701072 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 16091 members 
Entering Unmasked Estep 
Score: -2701117.500000 Penalty: 4957.890625
	Iteration 19Q: 3 clusters Score -2701118 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 16157 members 
Entering Unmasked Estep 
Score: -2701143.000000 Penalty: 4957.890625
	Iteration 20F: 3 clusters Score -2701143 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 16212 members 
Entering Unmasked Estep 
Score: -2701153.250000 Penalty: 4957.890625
	Iteration 21Q: 3 clusters Score -2701153 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 16248 members 
Entering Unmasked Estep 
Score: -2701162.000000 Penalty: 4957.890625
	Iteration 22Q: 3 clusters Score -2701162 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 16271 members 
Entering Unmasked Estep 
Score: -2701169.750000 Penalty: 4957.890625
	Iteration 23Q: 3 clusters Score -2701170 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 16307 members 
Entering Unmasked Estep 
Score: -2701174.500000 Penalty: 4957.890625
	Iteration 24Q: 3 clusters Score -2701174 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 16339 members 
Entering Unmasked Estep 
Score: -2701183.500000 Penalty: 4957.890625
	Iteration 25Q: 3 clusters Score -2701184 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 16368 members 
Entering Unmasked Estep 
Score: -2701182.000000 Penalty: 4957.890625
	Iteration 26Q: 3 clusters Score -2701182 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 16386 members 
Entering Unmasked Estep 
Score: -2701192.750000 Penalty: 4957.890625
	Iteration 27Q: 3 clusters Score -2701193 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 16411 members 
Entering Unmasked Estep 
Score: -2701199.000000 Penalty: 4957.890625
	Iteration 28Q: 3 clusters Score -2701199 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 16428 members 
Entering Unmasked Estep 
Score: -2701200.500000 Penalty: 4957.890625
	Iteration 29Q: 3 clusters Score -2701200 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 16454 members 
Entering Unmasked Estep 
Score: -2701214.500000 Penalty: 4957.890625
	Iteration 30Q: 3 clusters Score -2701214 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 16474 members 
Entering Unmasked Estep 
Score: -2701214.750000 Penalty: 4957.890625
	Iteration 31Q: 3 clusters Score -2701215 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 16488 members 
Entering Unmasked Estep 
Score: -2701221.000000 Penalty: 4957.890625
	Iteration 32Q: 3 clusters Score -2701221 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 16505 members 
Entering Unmasked Estep 
Score: -2701228.500000 Penalty: 4957.890625
	Iteration 33Q: 3 clusters Score -2701228 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 16523 members 
Entering Unmasked Estep 
Score: -2701231.000000 Penalty: 4957.890625
	Iteration 34Q: 3 clusters Score -2701231 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 16542 members 
Entering Unmasked Estep 
Score: -2701226.750000 Penalty: 4957.890625
	Iteration 35Q: 3 clusters Score -2701227 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 16558 members 
Entering Unmasked Estep 
Score: -2701234.000000 Penalty: 4957.890625
	Iteration 36Q: 3 clusters Score -2701234 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 16572 members 
Entering Unmasked Estep 
Score: -2701235.500000 Penalty: 4957.890625
	Iteration 37Q: 3 clusters Score -2701236 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 16584 members 
Entering Unmasked Estep 
Score: -2701241.250000 Penalty: 4957.890625
	Iteration 38Q: 3 clusters Score -2701241 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 16597 members 
Entering Unmasked Estep 
Score: -2701240.750000 Penalty: 4957.890625
	Iteration 39Q: 3 clusters Score -2701241 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 16607 members 
Entering Unmasked Estep 
Score: -2701236.500000 Penalty: 4957.890625
	Iteration 40F: 3 clusters Score -2701236 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 16617 members 
Entering Unmasked Estep 
Score: -2701239.250000 Penalty: 4957.890625
	Iteration 41Q: 3 clusters Score -2701239 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 16627 members 
Entering Unmasked Estep 
Score: -2701243.000000 Penalty: 4957.890625
	Iteration 42Q: 3 clusters Score -2701243 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 16640 members 
Entering Unmasked Estep 
Score: -2701242.500000 Penalty: 4957.890625
	Iteration 43Q: 3 clusters Score -2701242 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 16652 members 
Entering Unmasked Estep 
Score: -2701247.500000 Penalty: 4957.890625
	Iteration 44Q: 3 clusters Score -2701248 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 16665 members 
Entering Unmasked Estep 
Score: -2701246.000000 Penalty: 4957.890625
	Iteration 45Q: 3 clusters Score -2701246 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 16676 members 
Entering Unmasked Estep 
Score: -2701248.500000 Penalty: 4957.890625
	Iteration 46Q: 3 clusters Score -2701248 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 16685 members 
Entering Unmasked Estep 
Score: -2701248.250000 Penalty: 4957.890625
	Iteration 47Q: 3 clusters Score -2701248 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 16692 members 
Entering Unmasked Estep 
Score: -2701250.750000 Penalty: 4957.890625
	Iteration 48Q: 3 clusters Score -2701251 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 16699 members 
Entering Unmasked Estep 
Score: -2701255.000000 Penalty: 4957.890625
	Iteration 49Q: 3 clusters Score -2701255 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 16702 members 
Entering Unmasked Estep 
Score: -2701257.750000 Penalty: 4957.890625
	Iteration 50Q: 3 clusters Score -2701258 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 16702 members 
Entering Unmasked Estep 
Score: -2701257.750000 Penalty: 4957.890625
	Iteration 51F: 3 clusters Score -2701258 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (38355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38355 members 
Entering Unmasked Estep 
Score: -4836237.000000 Penalty: 2617.550781
	Iteration 0F: 2 clusters Score -4836237 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19265 members 
Mstep: Class 2 contains 19090 members 
Entering Unmasked Estep 
Score: -4810201.000000 Penalty: 5235.101562
	Iteration 0F: 3 clusters Score -4810201 nChanged 17510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19723 members 
Mstep: Class 2 contains 18632 members 
Entering Unmasked Estep 
Score: -4820157.500000 Penalty: 5235.101562
	Iteration 1F: 3 clusters Score -4820158 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19976 members 
Mstep: Class 2 contains 18379 members 
Entering Unmasked Estep 
Score: -4821134.000000 Penalty: 5235.101562
	Iteration 2F: 3 clusters Score -4821134 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20238 members 
Mstep: Class 2 contains 18117 members 
Entering Unmasked Estep 
Score: -4822222.500000 Penalty: 5235.101562
	Iteration 3F: 3 clusters Score -4822222 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20541 members 
Mstep: Class 2 contains 17814 members 
Entering Unmasked Estep 
Score: -4823429.000000 Penalty: 5235.101562
	Iteration 4F: 3 clusters Score -4823429 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20983 members 
Mstep: Class 2 contains 17372 members 
Entering Unmasked Estep 
Score: -4824670.000000 Penalty: 5235.101562
	Iteration 5F: 3 clusters Score -4824670 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21653 members 
Mstep: Class 2 contains 16702 members 
Entering Unmasked Estep 
Score: -4826044.500000 Penalty: 5235.101562
	Iteration 6F: 3 clusters Score -4826044 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22459 members 
Mstep: Class 2 contains 15896 members 
Entering Unmasked Estep 
Score: -4827533.000000 Penalty: 5235.101562
	Iteration 7F: 3 clusters Score -4827533 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23404 members 
Mstep: Class 2 contains 14951 members 
Entering Unmasked Estep 
Score: -4829103.500000 Penalty: 5235.101562
	Iteration 8F: 3 clusters Score -4829104 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24419 members 
Mstep: Class 2 contains 13936 members 
Entering Unmasked Estep 
Score: -4830409.500000 Penalty: 5235.101562
	Iteration 9F: 3 clusters Score -4830410 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25367 members 
Mstep: Class 2 contains 12988 members 
Entering Unmasked Estep 
Score: -4831331.500000 Penalty: 5235.101562
	Iteration 10Q: 3 clusters Score -4831332 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26288 members 
Mstep: Class 2 contains 12067 members 
Entering Unmasked Estep 
Score: -4832019.500000 Penalty: 5235.101562
	Iteration 11Q: 3 clusters Score -4832020 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27156 members 
Mstep: Class 2 contains 11199 members 
Entering Unmasked Estep 
Score: -4832581.000000 Penalty: 5235.101562
	Iteration 12Q: 3 clusters Score -4832581 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27991 members 
Mstep: Class 2 contains 10364 members 
Entering Unmasked Estep 
Score: -4833123.500000 Penalty: 5235.101562
	Iteration 13Q: 3 clusters Score -4833124 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28763 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -4833566.500000 Penalty: 5235.101562
	Iteration 14Q: 3 clusters Score -4833566 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29505 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -4834032.500000 Penalty: 5235.101562
	Iteration 15Q: 3 clusters Score -4834032 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30197 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -4834462.500000 Penalty: 5235.101562
	Iteration 16Q: 3 clusters Score -4834462 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30774 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -4834756.000000 Penalty: 5235.101562
	Iteration 17Q: 3 clusters Score -4834756 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31293 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -4835038.500000 Penalty: 5235.101562
	Iteration 18Q: 3 clusters Score -4835038 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31723 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -4835290.500000 Penalty: 5235.101562
	Iteration 19Q: 3 clusters Score -4835290 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32100 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -4835456.000000 Penalty: 5235.101562
	Iteration 20F: 3 clusters Score -4835456 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32374 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -4835578.500000 Penalty: 5235.101562
	Iteration 21Q: 3 clusters Score -4835578 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32628 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -4835665.000000 Penalty: 5235.101562
	Iteration 22Q: 3 clusters Score -4835665 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32838 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -4835759.500000 Penalty: 5235.101562
	Iteration 23Q: 3 clusters Score -4835760 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33017 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -4835824.000000 Penalty: 5235.101562
	Iteration 24Q: 3 clusters Score -4835824 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33162 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -4835853.000000 Penalty: 5235.101562
	Iteration 25Q: 3 clusters Score -4835853 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33296 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -4835928.000000 Penalty: 5235.101562
	Iteration 26Q: 3 clusters Score -4835928 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33429 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -4835997.500000 Penalty: 5235.101562
	Iteration 27Q: 3 clusters Score -4835998 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33563 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -4836040.500000 Penalty: 5235.101562
	Iteration 28Q: 3 clusters Score -4836040 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33666 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -4836100.500000 Penalty: 5235.101562
	Iteration 29Q: 3 clusters Score -4836100 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33776 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -4836141.500000 Penalty: 5235.101562
	Iteration 30Q: 3 clusters Score -4836142 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33871 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -4836178.500000 Penalty: 5235.101562
	Iteration 31Q: 3 clusters Score -4836178 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33964 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -4836209.000000 Penalty: 5235.101562
	Iteration 32Q: 3 clusters Score -4836209 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34024 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -4836230.500000 Penalty: 5235.101562
	Iteration 33Q: 3 clusters Score -4836230 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34072 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -4836240.000000 Penalty: 5235.101562
	Iteration 34Q: 3 clusters Score -4836240 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34116 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -4836254.000000 Penalty: 5235.101562
	Iteration 35Q: 3 clusters Score -4836254 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34154 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -4836274.000000 Penalty: 5235.101562
	Iteration 36Q: 3 clusters Score -4836274 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34177 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -4836275.000000 Penalty: 5235.101562
	Iteration 37Q: 3 clusters Score -4836275 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34197 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -4836283.500000 Penalty: 5235.101562
	Iteration 38Q: 3 clusters Score -4836284 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34210 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -4836287.000000 Penalty: 5235.101562
	Iteration 39Q: 3 clusters Score -4836287 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34219 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -4836290.000000 Penalty: 5235.101562
	Iteration 40F: 3 clusters Score -4836290 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34224 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -4836281.500000 Penalty: 5235.101562
	Iteration 41Q: 3 clusters Score -4836282 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34226 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -4836285.000000 Penalty: 5235.101562
	Iteration 42Q: 3 clusters Score -4836285 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34220 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -4836284.000000 Penalty: 5235.101562
	Iteration 43Q: 3 clusters Score -4836284 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34218 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -4836286.000000 Penalty: 5235.101562
	Iteration 44Q: 3 clusters Score -4836286 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34218 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -4836285.500000 Penalty: 5235.101562
	Iteration 45Q: 3 clusters Score -4836286 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34218 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -4836286.500000 Penalty: 5235.101562
	Iteration 46Q: 3 clusters Score -4836286 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34214 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -4836291.000000 Penalty: 5235.101562
	Iteration 47Q: 3 clusters Score -4836291 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34214 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -4836286.000000 Penalty: 5235.101562
	Iteration 48Q: 3 clusters Score -4836286 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34214 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -4836286.000000 Penalty: 5235.101562
	Iteration 49F: 3 clusters Score -4836286 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 3660 members 
Mstep: Class 3 contains 4170 members 
Mstep: Class 4 contains 12190 members 
Mstep: Class 5 contains 2807 members 
Mstep: Class 6 contains 2852 members 
Mstep: Class 7 contains 2115 members 
Mstep: Class 8 contains 8206 members 
Mstep: Class 9 contains 181178 members 
Mstep: Class 10 contains 8447 members 
Mstep: Class 11 contains 4412 members 
Mstep: Class 12 contains 26056 members 
Mstep: Class 13 contains 3734 members 
Mstep: Class 14 contains 5566 members 
Mstep: Class 15 contains 202672 members 
Mstep: Class 16 contains 221892 members 
Mstep: Class 17 contains 21933 members 
Mstep: Class 18 contains 34214 members 
Mstep: Class 19 contains 769 members 
Mstep: Class 20 contains 6756 members 
Mstep: Class 21 contains 40742 members 
Mstep: Class 22 contains 40242 members 
Mstep: Class 23 contains 4410 members 
Mstep: Class 24 contains 14025 members 
Mstep: Class 25 contains 36958 members 
Mstep: Class 26 contains 34839 members 
Mstep: Class 27 contains 8441 members 
Mstep: Class 28 contains 24824 members 
Mstep: Class 29 contains 20756 members 
Mstep: Class 30 contains 25598 members 
Mstep: Class 31 contains 6601 members 
Mstep: Class 32 contains 18638 members 
Mstep: Class 33 contains 925 members 
Mstep: Class 34 contains 38599 members 
Mstep: Class 35 contains 65732 members 
Mstep: Class 36 contains 17782 members 
Mstep: Class 37 contains 10104 members 
Mstep: Class 38 contains 1863 members 
Mstep: Class 39 contains 3836 members 
Mstep: Class 40 contains 1835 members 
Mstep: Class 41 contains 6318 members 
Mstep: Class 42 contains 4141 members 
Entering Unmasked Estep 
Score: -147390304.000000 Penalty: 145698.921875
Splitting cluster 18 changes total score from -147374656.000000 to -147390304.000000
So it's getting split into cluster 42.
Entering ConstructFrom: 
Trying to split cluster 19 (769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Entering Unmasked Estep 
Score: -46827.179688 Penalty: 1647.982544
	Iteration 0F: 2 clusters Score -46827.18 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 389 members 
Entering Unmasked Estep 
Score: -45498.804688 Penalty: 3295.965088
	Iteration 0F: 3 clusters Score -45498.8 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -46542.855469 Penalty: 3295.965088
	Iteration 1F: 3 clusters Score -46542.86 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -47196.917969 Penalty: 3295.965088
	Iteration 2F: 3 clusters Score -47196.92 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -47970.765625 Penalty: 3295.965088
	Iteration 3F: 3 clusters Score -47970.77 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -48689.796875 Penalty: 3295.965088
	Iteration 4F: 3 clusters Score -48689.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -49309.585938 Penalty: 3295.965088
	Iteration 5F: 3 clusters Score -49309.59 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -50007.785156 Penalty: 3295.965088
	Iteration 6F: 3 clusters Score -50007.79 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -50470.203125 Penalty: 3295.965088
	Iteration 7F: 3 clusters Score -50470.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -50773.570312 Penalty: 3295.965088
	Iteration 8Q: 3 clusters Score -50773.57 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -50880.269531 Penalty: 3295.965088
	Iteration 9Q: 3 clusters Score -50880.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -50929.421875 Penalty: 3295.965088
	Iteration 10Q: 3 clusters Score -50929.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -50960.464844 Penalty: 3295.965088
	Iteration 11Q: 3 clusters Score -50960.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -50982.726562 Penalty: 3295.965088
	Iteration 12Q: 3 clusters Score -50982.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -51002.832031 Penalty: 3295.965088
	Iteration 13Q: 3 clusters Score -51002.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -51007.527344 Penalty: 3295.965088
	Iteration 14Q: 3 clusters Score -51007.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -51018.472656 Penalty: 3295.965088
	Iteration 15Q: 3 clusters Score -51018.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -51024.804688 Penalty: 3295.965088
	Iteration 16Q: 3 clusters Score -51024.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -51030.652344 Penalty: 3295.965088
	Iteration 17F: 3 clusters Score -51030.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -51054.695312 Penalty: 3295.965088
	Iteration 18Q: 3 clusters Score -51054.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -51079.265625 Penalty: 3295.965088
	Iteration 19Q: 3 clusters Score -51079.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -51082.972656 Penalty: 3295.965088
	Iteration 20F: 3 clusters Score -51082.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 3660 members 
Mstep: Class 3 contains 4170 members 
Mstep: Class 4 contains 12190 members 
Mstep: Class 5 contains 2807 members 
Mstep: Class 6 contains 2852 members 
Mstep: Class 7 contains 2115 members 
Mstep: Class 8 contains 8206 members 
Mstep: Class 9 contains 181178 members 
Mstep: Class 10 contains 8447 members 
Mstep: Class 11 contains 4412 members 
Mstep: Class 12 contains 26056 members 
Mstep: Class 13 contains 3734 members 
Mstep: Class 14 contains 5566 members 
Mstep: Class 15 contains 202672 members 
Mstep: Class 16 contains 221892 members 
Mstep: Class 17 contains 21933 members 
Mstep: Class 18 contains 34214 members 
Mstep: Class 19 contains 300 members 
Mstep: Class 20 contains 6756 members 
Mstep: Class 21 contains 40742 members 
Mstep: Class 22 contains 40242 members 
Mstep: Class 23 contains 4410 members 
Mstep: Class 24 contains 14025 members 
Mstep: Class 25 contains 36958 members 
Mstep: Class 26 contains 34839 members 
Mstep: Class 27 contains 8441 members 
Mstep: Class 28 contains 24824 members 
Mstep: Class 29 contains 20756 members 
Mstep: Class 30 contains 25598 members 
Mstep: Class 31 contains 6601 members 
Mstep: Class 32 contains 18638 members 
Mstep: Class 33 contains 925 members 
Mstep: Class 34 contains 38599 members 
Mstep: Class 35 contains 65732 members 
Mstep: Class 36 contains 17782 members 
Mstep: Class 37 contains 10104 members 
Mstep: Class 38 contains 1863 members 
Mstep: Class 39 contains 3836 members 
Mstep: Class 40 contains 1835 members 
Mstep: Class 41 contains 6318 members 
Mstep: Class 42 contains 4141 members 
Mstep: Class 43 contains 469 members 
Entering Unmasked Estep 
Score: -147392672.000000 Penalty: 149167.937500
Splitting cluster 19 changes total score from -147374656.000000 to -147392672.000000
So it's getting split into cluster 43.
Entering ConstructFrom: 
Trying to split cluster 20 (6756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Entering Unmasked Estep 
Score: -844219.250000 Penalty: 2186.910156
	Iteration 0F: 2 clusters Score -844219.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -838562.312500 Penalty: 4373.820312
	Iteration 0F: 3 clusters Score -838562.3 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -840146.437500 Penalty: 4373.820312
	Iteration 1F: 3 clusters Score -840146.4 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -840427.062500 Penalty: 4373.820312
	Iteration 2F: 3 clusters Score -840427.1 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -840619.250000 Penalty: 4373.820312
	Iteration 3F: 3 clusters Score -840619.2 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -840768.875000 Penalty: 4373.820312
	Iteration 4Q: 3 clusters Score -840768.9 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -840920.062500 Penalty: 4373.820312
	Iteration 5Q: 3 clusters Score -840920.1 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -841059.937500 Penalty: 4373.820312
	Iteration 6Q: 3 clusters Score -841059.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -841207.187500 Penalty: 4373.820312
	Iteration 7Q: 3 clusters Score -841207.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -841348.250000 Penalty: 4373.820312
	Iteration 8Q: 3 clusters Score -841348.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -841488.375000 Penalty: 4373.820312
	Iteration 9Q: 3 clusters Score -841488.4 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -841671.250000 Penalty: 4373.820312
	Iteration 10Q: 3 clusters Score -841671.2 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -841908.125000 Penalty: 4373.820312
	Iteration 11Q: 3 clusters Score -841908.1 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -842193.437500 Penalty: 4373.820312
	Iteration 12Q: 3 clusters Score -842193.4 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -842616.375000 Penalty: 4373.820312
	Iteration 13F: 3 clusters Score -842616.4 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -843036.312500 Penalty: 4373.820312
	Iteration 14F: 3 clusters Score -843036.3 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -843440.750000 Penalty: 4373.820312
	Iteration 15F: 3 clusters Score -843440.8 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -843814.187500 Penalty: 4373.820312
	Iteration 16Q: 3 clusters Score -843814.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -844032.312500 Penalty: 4373.820312
	Iteration 17Q: 3 clusters Score -844032.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -844154.625000 Penalty: 4373.820312
	Iteration 18Q: 3 clusters Score -844154.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -844241.375000 Penalty: 4373.820312
	Iteration 19Q: 3 clusters Score -844241.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -844324.687500 Penalty: 4373.820312
	Iteration 20F: 3 clusters Score -844324.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -844426.687500 Penalty: 4373.820312
	Iteration 21Q: 3 clusters Score -844426.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -844532.937500 Penalty: 4373.820312
	Iteration 22Q: 3 clusters Score -844532.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -844622.375000 Penalty: 4373.820312
	Iteration 23Q: 3 clusters Score -844622.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -844697.875000 Penalty: 4373.820312
	Iteration 24Q: 3 clusters Score -844697.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -844733.937500 Penalty: 4373.820312
	Iteration 25Q: 3 clusters Score -844733.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -844747.687500 Penalty: 4373.820312
	Iteration 26Q: 3 clusters Score -844747.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -844757.125000 Penalty: 4373.820312
	Iteration 27Q: 3 clusters Score -844757.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -844758.625000 Penalty: 4373.820312
	Iteration 28Q: 3 clusters Score -844758.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -844759.812500 Penalty: 4373.820312
	Iteration 29Q: 3 clusters Score -844759.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -844759.187500 Penalty: 4373.820312
	Iteration 30Q: 3 clusters Score -844759.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -844759.875000 Penalty: 4373.820312
	Iteration 31Q: 3 clusters Score -844759.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -844759.875000 Penalty: 4373.820312
	Iteration 32F: 3 clusters Score -844759.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 3660 members 
Mstep: Class 3 contains 4170 members 
Mstep: Class 4 contains 12190 members 
Mstep: Class 5 contains 2807 members 
Mstep: Class 6 contains 2852 members 
Mstep: Class 7 contains 2115 members 
Mstep: Class 8 contains 8206 members 
Mstep: Class 9 contains 181178 members 
Mstep: Class 10 contains 8447 members 
Mstep: Class 11 contains 4412 members 
Mstep: Class 12 contains 26056 members 
Mstep: Class 13 contains 3734 members 
Mstep: Class 14 contains 5566 members 
Mstep: Class 15 contains 202672 members 
Mstep: Class 16 contains 221892 members 
Mstep: Class 17 contains 21933 members 
Mstep: Class 18 contains 34214 members 
Mstep: Class 19 contains 300 members 
Mstep: Class 20 contains 4134 members 
Mstep: Class 21 contains 40742 members 
Mstep: Class 22 contains 40242 members 
Mstep: Class 23 contains 4410 members 
Mstep: Class 24 contains 14025 members 
Mstep: Class 25 contains 36958 members 
Mstep: Class 26 contains 34839 members 
Mstep: Class 27 contains 8441 members 
Mstep: Class 28 contains 24824 members 
Mstep: Class 29 contains 20756 members 
Mstep: Class 30 contains 25598 members 
Mstep: Class 31 contains 6601 members 
Mstep: Class 32 contains 18638 members 
Mstep: Class 33 contains 925 members 
Mstep: Class 34 contains 38599 members 
Mstep: Class 35 contains 65732 members 
Mstep: Class 36 contains 17782 members 
Mstep: Class 37 contains 10104 members 
Mstep: Class 38 contains 1863 members 
Mstep: Class 39 contains 3836 members 
Mstep: Class 40 contains 1835 members 
Mstep: Class 41 contains 6318 members 
Mstep: Class 42 contains 4141 members 
Mstep: Class 43 contains 469 members 
Mstep: Class 44 contains 2622 members 
Entering Unmasked Estep 
Score: -147391872.000000 Penalty: 152636.968750
Splitting cluster 20 changes total score from -147374656.000000 to -147391872.000000
So it's getting split into cluster 44.
Entering ConstructFrom: 
Trying to split cluster 21 (40742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40742 members 
Entering Unmasked Estep 
Score: -5208250.000000 Penalty: 2632.523682
	Iteration 0F: 2 clusters Score -5208250 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20252 members 
Mstep: Class 2 contains 20490 members 
Entering Unmasked Estep 
Score: -5180562.500000 Penalty: 5265.047363
	Iteration 0F: 3 clusters Score -5180562 nChanged 18639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18917 members 
Mstep: Class 2 contains 21825 members 
Entering Unmasked Estep 
Score: -5191369.000000 Penalty: 5265.047363
	Iteration 1F: 3 clusters Score -5191369 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18082 members 
Mstep: Class 2 contains 22660 members 
Entering Unmasked Estep 
Score: -5192239.500000 Penalty: 5265.047363
	Iteration 2F: 3 clusters Score -5192240 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16875 members 
Mstep: Class 2 contains 23867 members 
Entering Unmasked Estep 
Score: -5193191.500000 Penalty: 5265.047363
	Iteration 3F: 3 clusters Score -5193192 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15340 members 
Mstep: Class 2 contains 25402 members 
Entering Unmasked Estep 
Score: -5194446.000000 Penalty: 5265.047363
	Iteration 4F: 3 clusters Score -5194446 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13366 members 
Mstep: Class 2 contains 27376 members 
Entering Unmasked Estep 
Score: -5196087.000000 Penalty: 5265.047363
	Iteration 5F: 3 clusters Score -5196087 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11105 members 
Mstep: Class 2 contains 29637 members 
Entering Unmasked Estep 
Score: -5198219.500000 Penalty: 5265.047363
	Iteration 6F: 3 clusters Score -5198220 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 31828 members 
Entering Unmasked Estep 
Score: -5200481.000000 Penalty: 5265.047363
	Iteration 7F: 3 clusters Score -5200481 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 33547 members 
Entering Unmasked Estep 
Score: -5202387.500000 Penalty: 5265.047363
	Iteration 8F: 3 clusters Score -5202388 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 34806 members 
Entering Unmasked Estep 
Score: -5203741.000000 Penalty: 5265.047363
	Iteration 9Q: 3 clusters Score -5203741 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 35625 members 
Entering Unmasked Estep 
Score: -5204503.500000 Penalty: 5265.047363
	Iteration 10Q: 3 clusters Score -5204504 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 36225 members 
Entering Unmasked Estep 
Score: -5204948.000000 Penalty: 5265.047363
	Iteration 11Q: 3 clusters Score -5204948 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 36711 members 
Entering Unmasked Estep 
Score: -5205256.500000 Penalty: 5265.047363
	Iteration 12Q: 3 clusters Score -5205256 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 37089 members 
Entering Unmasked Estep 
Score: -5205438.000000 Penalty: 5265.047363
	Iteration 13Q: 3 clusters Score -5205438 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 37372 members 
Entering Unmasked Estep 
Score: -5205563.000000 Penalty: 5265.047363
	Iteration 14Q: 3 clusters Score -5205563 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 37613 members 
Entering Unmasked Estep 
Score: -5205662.000000 Penalty: 5265.047363
	Iteration 15Q: 3 clusters Score -5205662 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 37816 members 
Entering Unmasked Estep 
Score: -5205750.000000 Penalty: 5265.047363
	Iteration 16Q: 3 clusters Score -5205750 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 38006 members 
Entering Unmasked Estep 
Score: -5205849.500000 Penalty: 5265.047363
	Iteration 17Q: 3 clusters Score -5205850 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 38163 members 
Entering Unmasked Estep 
Score: -5205893.000000 Penalty: 5265.047363
	Iteration 18Q: 3 clusters Score -5205893 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 38285 members 
Entering Unmasked Estep 
Score: -5205952.500000 Penalty: 5265.047363
	Iteration 19Q: 3 clusters Score -5205952 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 38399 members 
Entering Unmasked Estep 
Score: -5205999.500000 Penalty: 5265.047363
	Iteration 20F: 3 clusters Score -5206000 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 38476 members 
Entering Unmasked Estep 
Score: -5206033.500000 Penalty: 5265.047363
	Iteration 21Q: 3 clusters Score -5206034 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 38550 members 
Entering Unmasked Estep 
Score: -5206049.500000 Penalty: 5265.047363
	Iteration 22Q: 3 clusters Score -5206050 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 38614 members 
Entering Unmasked Estep 
Score: -5206088.500000 Penalty: 5265.047363
	Iteration 23Q: 3 clusters Score -5206088 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 38671 members 
Entering Unmasked Estep 
Score: -5206100.000000 Penalty: 5265.047363
	Iteration 24Q: 3 clusters Score -5206100 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 38721 members 
Entering Unmasked Estep 
Score: -5206116.000000 Penalty: 5265.047363
	Iteration 25Q: 3 clusters Score -5206116 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 38757 members 
Entering Unmasked Estep 
Score: -5206131.500000 Penalty: 5265.047363
	Iteration 26Q: 3 clusters Score -5206132 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 38796 members 
Entering Unmasked Estep 
Score: -5206151.500000 Penalty: 5265.047363
	Iteration 27Q: 3 clusters Score -5206152 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 38828 members 
Entering Unmasked Estep 
Score: -5206162.500000 Penalty: 5265.047363
	Iteration 28Q: 3 clusters Score -5206162 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 38854 members 
Entering Unmasked Estep 
Score: -5206162.000000 Penalty: 5265.047363
	Iteration 29Q: 3 clusters Score -5206162 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 38873 members 
Entering Unmasked Estep 
Score: -5206168.500000 Penalty: 5265.047363
	Iteration 30Q: 3 clusters Score -5206168 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 38889 members 
Entering Unmasked Estep 
Score: -5206166.000000 Penalty: 5265.047363
	Iteration 31Q: 3 clusters Score -5206166 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 38900 members 
Entering Unmasked Estep 
Score: -5206168.500000 Penalty: 5265.047363
	Iteration 32Q: 3 clusters Score -5206168 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 38908 members 
Entering Unmasked Estep 
Score: -5206166.500000 Penalty: 5265.047363
	Iteration 33Q: 3 clusters Score -5206166 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 38913 members 
Entering Unmasked Estep 
Score: -5206175.500000 Penalty: 5265.047363
	Iteration 34Q: 3 clusters Score -5206176 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 38920 members 
Entering Unmasked Estep 
Score: -5206181.000000 Penalty: 5265.047363
	Iteration 35Q: 3 clusters Score -5206181 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 38925 members 
Entering Unmasked Estep 
Score: -5206180.000000 Penalty: 5265.047363
	Iteration 36Q: 3 clusters Score -5206180 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 38932 members 
Entering Unmasked Estep 
Score: -5206182.000000 Penalty: 5265.047363
	Iteration 37Q: 3 clusters Score -5206182 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 38936 members 
Entering Unmasked Estep 
Score: -5206176.500000 Penalty: 5265.047363
	Iteration 38Q: 3 clusters Score -5206176 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 38940 members 
Entering Unmasked Estep 
Score: -5206174.000000 Penalty: 5265.047363
	Iteration 39Q: 3 clusters Score -5206174 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 38946 members 
Entering Unmasked Estep 
Score: -5206183.500000 Penalty: 5265.047363
	Iteration 40F: 3 clusters Score -5206184 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 38950 members 
Entering Unmasked Estep 
Score: -5206184.500000 Penalty: 5265.047363
	Iteration 41Q: 3 clusters Score -5206184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 38954 members 
Entering Unmasked Estep 
Score: -5206186.000000 Penalty: 5265.047363
	Iteration 42Q: 3 clusters Score -5206186 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 38958 members 
Entering Unmasked Estep 
Score: -5206188.000000 Penalty: 5265.047363
	Iteration 43Q: 3 clusters Score -5206188 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 38961 members 
Entering Unmasked Estep 
Score: -5206186.500000 Penalty: 5265.047363
	Iteration 44Q: 3 clusters Score -5206186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 38963 members 
Entering Unmasked Estep 
Score: -5206183.500000 Penalty: 5265.047363
	Iteration 45Q: 3 clusters Score -5206184 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 38964 members 
Entering Unmasked Estep 
Score: -5206181.000000 Penalty: 5265.047363
	Iteration 46Q: 3 clusters Score -5206181 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 38964 members 
Entering Unmasked Estep 
Score: -5206181.000000 Penalty: 5265.047363
	Iteration 47F: 3 clusters Score -5206181 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (40242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40242 members 
Entering Unmasked Estep 
Score: -4846667.000000 Penalty: 2629.461426
	Iteration 0F: 2 clusters Score -4846667 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20091 members 
Mstep: Class 2 contains 20151 members 
Entering Unmasked Estep 
Score: -4819264.000000 Penalty: 5258.922852
	Iteration 0F: 3 clusters Score -4819264 nChanged 18521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19680 members 
Mstep: Class 2 contains 20562 members 
Entering Unmasked Estep 
Score: -4829492.000000 Penalty: 5258.922852
	Iteration 1F: 3 clusters Score -4829492 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19366 members 
Mstep: Class 2 contains 20876 members 
Entering Unmasked Estep 
Score: -4830077.500000 Penalty: 5258.922852
	Iteration 2Q: 3 clusters Score -4830078 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19005 members 
Mstep: Class 2 contains 21237 members 
Entering Unmasked Estep 
Score: -4830616.000000 Penalty: 5258.922852
	Iteration 3Q: 3 clusters Score -4830616 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18536 members 
Mstep: Class 2 contains 21706 members 
Entering Unmasked Estep 
Score: -4831290.000000 Penalty: 5258.922852
	Iteration 4Q: 3 clusters Score -4831290 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17909 members 
Mstep: Class 2 contains 22333 members 
Entering Unmasked Estep 
Score: -4832065.500000 Penalty: 5258.922852
	Iteration 5Q: 3 clusters Score -4832066 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17011 members 
Mstep: Class 2 contains 23231 members 
Entering Unmasked Estep 
Score: -4833014.000000 Penalty: 5258.922852
	Iteration 6Q: 3 clusters Score -4833014 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15837 members 
Mstep: Class 2 contains 24405 members 
Entering Unmasked Estep 
Score: -4834111.500000 Penalty: 5258.922852
	Iteration 7F: 3 clusters Score -4834112 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14458 members 
Mstep: Class 2 contains 25784 members 
Entering Unmasked Estep 
Score: -4835330.000000 Penalty: 5258.922852
	Iteration 8F: 3 clusters Score -4835330 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12929 members 
Mstep: Class 2 contains 27313 members 
Entering Unmasked Estep 
Score: -4836566.500000 Penalty: 5258.922852
	Iteration 9F: 3 clusters Score -4836566 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11330 members 
Mstep: Class 2 contains 28912 members 
Entering Unmasked Estep 
Score: -4837707.500000 Penalty: 5258.922852
	Iteration 10Q: 3 clusters Score -4837708 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 30491 members 
Entering Unmasked Estep 
Score: -4838797.000000 Penalty: 5258.922852
	Iteration 11Q: 3 clusters Score -4838797 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 31976 members 
Entering Unmasked Estep 
Score: -4839754.000000 Penalty: 5258.922852
	Iteration 12Q: 3 clusters Score -4839754 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 33394 members 
Entering Unmasked Estep 
Score: -4840661.500000 Penalty: 5258.922852
	Iteration 13Q: 3 clusters Score -4840662 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 34692 members 
Entering Unmasked Estep 
Score: -4841463.000000 Penalty: 5258.922852
	Iteration 14Q: 3 clusters Score -4841463 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 35834 members 
Entering Unmasked Estep 
Score: -4842222.000000 Penalty: 5258.922852
	Iteration 15Q: 3 clusters Score -4842222 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 36800 members 
Entering Unmasked Estep 
Score: -4842880.500000 Penalty: 5258.922852
	Iteration 16Q: 3 clusters Score -4842880 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 37584 members 
Entering Unmasked Estep 
Score: -4843436.000000 Penalty: 5258.922852
	Iteration 17Q: 3 clusters Score -4843436 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 38138 members 
Entering Unmasked Estep 
Score: -4843767.000000 Penalty: 5258.922852
	Iteration 18Q: 3 clusters Score -4843767 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 38509 members 
Entering Unmasked Estep 
Score: -4843974.500000 Penalty: 5258.922852
	Iteration 19Q: 3 clusters Score -4843974 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 38799 members 
Entering Unmasked Estep 
Score: -4844166.500000 Penalty: 5258.922852
	Iteration 20F: 3 clusters Score -4844166 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 38980 members 
Entering Unmasked Estep 
Score: -4844270.000000 Penalty: 5258.922852
	Iteration 21Q: 3 clusters Score -4844270 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 39108 members 
Entering Unmasked Estep 
Score: -4844343.000000 Penalty: 5258.922852
	Iteration 22Q: 3 clusters Score -4844343 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 39192 members 
Entering Unmasked Estep 
Score: -4844389.500000 Penalty: 5258.922852
	Iteration 23Q: 3 clusters Score -4844390 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 39266 members 
Entering Unmasked Estep 
Score: -4844440.000000 Penalty: 5258.922852
	Iteration 24Q: 3 clusters Score -4844440 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 39317 members 
Entering Unmasked Estep 
Score: -4844475.000000 Penalty: 5258.922852
	Iteration 25Q: 3 clusters Score -4844475 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 39361 members 
Entering Unmasked Estep 
Score: -4844502.500000 Penalty: 5258.922852
	Iteration 26Q: 3 clusters Score -4844502 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 39389 members 
Entering Unmasked Estep 
Score: -4844526.500000 Penalty: 5258.922852
	Iteration 27Q: 3 clusters Score -4844526 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 39416 members 
Entering Unmasked Estep 
Score: -4844537.000000 Penalty: 5258.922852
	Iteration 28Q: 3 clusters Score -4844537 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 39428 members 
Entering Unmasked Estep 
Score: -4844543.000000 Penalty: 5258.922852
	Iteration 29Q: 3 clusters Score -4844543 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 39441 members 
Entering Unmasked Estep 
Score: -4844552.500000 Penalty: 5258.922852
	Iteration 30Q: 3 clusters Score -4844552 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 39456 members 
Entering Unmasked Estep 
Score: -4844558.000000 Penalty: 5258.922852
	Iteration 31Q: 3 clusters Score -4844558 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 39473 members 
Entering Unmasked Estep 
Score: -4844576.500000 Penalty: 5258.922852
	Iteration 32Q: 3 clusters Score -4844576 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 39479 members 
Entering Unmasked Estep 
Score: -4844587.500000 Penalty: 5258.922852
	Iteration 33Q: 3 clusters Score -4844588 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 39495 members 
Entering Unmasked Estep 
Score: -4844595.000000 Penalty: 5258.922852
	Iteration 34Q: 3 clusters Score -4844595 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 39503 members 
Entering Unmasked Estep 
Score: -4844605.500000 Penalty: 5258.922852
	Iteration 35Q: 3 clusters Score -4844606 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 39515 members 
Entering Unmasked Estep 
Score: -4844620.000000 Penalty: 5258.922852
	Iteration 36Q: 3 clusters Score -4844620 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 39526 members 
Entering Unmasked Estep 
Score: -4844627.500000 Penalty: 5258.922852
	Iteration 37Q: 3 clusters Score -4844628 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 39532 members 
Entering Unmasked Estep 
Score: -4844634.000000 Penalty: 5258.922852
	Iteration 38Q: 3 clusters Score -4844634 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 39538 members 
Entering Unmasked Estep 
Score: -4844634.500000 Penalty: 5258.922852
	Iteration 39Q: 3 clusters Score -4844634 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 39540 members 
Entering Unmasked Estep 
Score: -4844632.500000 Penalty: 5258.922852
	Iteration 40F: 3 clusters Score -4844632 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 39545 members 
Entering Unmasked Estep 
Score: -4844635.000000 Penalty: 5258.922852
	Iteration 41Q: 3 clusters Score -4844635 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 39546 members 
Entering Unmasked Estep 
Score: -4844638.000000 Penalty: 5258.922852
	Iteration 42Q: 3 clusters Score -4844638 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 39547 members 
Entering Unmasked Estep 
Score: -4844635.000000 Penalty: 5258.922852
	Iteration 43Q: 3 clusters Score -4844635 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 39547 members 
Entering Unmasked Estep 
Score: -4844635.000000 Penalty: 5258.922852
	Iteration 44F: 3 clusters Score -4844635 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Entering Unmasked Estep 
Score: -539555.125000 Penalty: 2081.124268
	Iteration 0F: 2 clusters Score -539555.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -535459.062500 Penalty: 4162.248535
	Iteration 0F: 3 clusters Score -535459.1 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -536491.437500 Penalty: 4162.248535
	Iteration 1F: 3 clusters Score -536491.4 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -536838.937500 Penalty: 4162.248535
	Iteration 2F: 3 clusters Score -536838.9 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -537069.562500 Penalty: 4162.248535
	Iteration 3F: 3 clusters Score -537069.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -537253.687500 Penalty: 4162.248535
	Iteration 4F: 3 clusters Score -537253.7 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -537435.125000 Penalty: 4162.248535
	Iteration 5Q: 3 clusters Score -537435.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -537596.750000 Penalty: 4162.248535
	Iteration 6Q: 3 clusters Score -537596.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -537741.500000 Penalty: 4162.248535
	Iteration 7Q: 3 clusters Score -537741.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -537861.125000 Penalty: 4162.248535
	Iteration 8Q: 3 clusters Score -537861.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -537936.812500 Penalty: 4162.248535
	Iteration 9Q: 3 clusters Score -537936.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -538000.375000 Penalty: 4162.248535
	Iteration 10Q: 3 clusters Score -538000.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -538056.500000 Penalty: 4162.248535
	Iteration 11Q: 3 clusters Score -538056.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -538111.437500 Penalty: 4162.248535
	Iteration 12Q: 3 clusters Score -538111.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -538157.875000 Penalty: 4162.248535
	Iteration 13Q: 3 clusters Score -538157.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -538191.687500 Penalty: 4162.248535
	Iteration 14Q: 3 clusters Score -538191.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -538219.062500 Penalty: 4162.248535
	Iteration 15Q: 3 clusters Score -538219.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -538240.687500 Penalty: 4162.248535
	Iteration 16Q: 3 clusters Score -538240.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -538261.625000 Penalty: 4162.248535
	Iteration 17Q: 3 clusters Score -538261.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -538278.437500 Penalty: 4162.248535
	Iteration 18Q: 3 clusters Score -538278.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -538291.375000 Penalty: 4162.248535
	Iteration 19Q: 3 clusters Score -538291.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -538299.125000 Penalty: 4162.248535
	Iteration 20F: 3 clusters Score -538299.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -538305.812500 Penalty: 4162.248535
	Iteration 21Q: 3 clusters Score -538305.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -538308.187500 Penalty: 4162.248535
	Iteration 22Q: 3 clusters Score -538308.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -538311.875000 Penalty: 4162.248535
	Iteration 23Q: 3 clusters Score -538311.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -538313.375000 Penalty: 4162.248535
	Iteration 24Q: 3 clusters Score -538313.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -538315.500000 Penalty: 4162.248535
	Iteration 25Q: 3 clusters Score -538315.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -538315.125000 Penalty: 4162.248535
	Iteration 26Q: 3 clusters Score -538315.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -538315.125000 Penalty: 4162.248535
	Iteration 27F: 3 clusters Score -538315.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (14025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14025 members 
Entering Unmasked Estep 
Score: -1855589.500000 Penalty: 2368.052002
	Iteration 0F: 2 clusters Score -1855590 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -1846263.375000 Penalty: 4736.104004
	Iteration 0F: 3 clusters Score -1846263 nChanged 6314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -1863632.625000 Penalty: 4736.104004
	Iteration 1F: 3 clusters Score -1863633 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -1870192.750000 Penalty: 4736.104004
	Iteration 2F: 3 clusters Score -1870193 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -1873313.000000 Penalty: 4736.104004
	Iteration 3F: 3 clusters Score -1873313 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -1875331.625000 Penalty: 4736.104004
	Iteration 4F: 3 clusters Score -1875332 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -1877492.500000 Penalty: 4736.104004
	Iteration 5F: 3 clusters Score -1877492 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10288 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -1878890.625000 Penalty: 4736.104004
	Iteration 6Q: 3 clusters Score -1878891 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10712 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -1879610.750000 Penalty: 4736.104004
	Iteration 7Q: 3 clusters Score -1879611 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11004 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -1880313.500000 Penalty: 4736.104004
	Iteration 8Q: 3 clusters Score -1880314 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11222 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -1881006.375000 Penalty: 4736.104004
	Iteration 9Q: 3 clusters Score -1881006 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11354 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -1881286.625000 Penalty: 4736.104004
	Iteration 10Q: 3 clusters Score -1881287 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11443 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -1881482.500000 Penalty: 4736.104004
	Iteration 11Q: 3 clusters Score -1881482 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11525 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -1881609.625000 Penalty: 4736.104004
	Iteration 12Q: 3 clusters Score -1881610 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11583 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -1881831.625000 Penalty: 4736.104004
	Iteration 13Q: 3 clusters Score -1881832 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11619 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -1882207.000000 Penalty: 4736.104004
	Iteration 14Q: 3 clusters Score -1882207 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11639 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -1882267.000000 Penalty: 4736.104004
	Iteration 15Q: 3 clusters Score -1882267 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11650 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -1882420.625000 Penalty: 4736.104004
	Iteration 16Q: 3 clusters Score -1882421 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11653 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -1882442.000000 Penalty: 4736.104004
	Iteration 17Q: 3 clusters Score -1882442 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11645 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -1882484.875000 Penalty: 4736.104004
	Iteration 18Q: 3 clusters Score -1882485 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11649 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -1882472.250000 Penalty: 4736.104004
	Iteration 19Q: 3 clusters Score -1882472 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11651 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -1882464.250000 Penalty: 4736.104004
	Iteration 20F: 3 clusters Score -1882464 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11652 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -1882470.375000 Penalty: 4736.104004
	Iteration 21Q: 3 clusters Score -1882470 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11657 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -1882473.875000 Penalty: 4736.104004
	Iteration 22Q: 3 clusters Score -1882474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11657 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -1882494.750000 Penalty: 4736.104004
	Iteration 23Q: 3 clusters Score -1882495 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11658 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -1882502.125000 Penalty: 4736.104004
	Iteration 24Q: 3 clusters Score -1882502 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11663 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -1882499.375000 Penalty: 4736.104004
	Iteration 25Q: 3 clusters Score -1882499 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11665 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -1882505.500000 Penalty: 4736.104004
	Iteration 26Q: 3 clusters Score -1882506 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11672 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -1882478.500000 Penalty: 4736.104004
	Iteration 27Q: 3 clusters Score -1882478 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11683 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -1882570.500000 Penalty: 4736.104004
	Iteration 28Q: 3 clusters Score -1882570 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11694 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -1882622.125000 Penalty: 4736.104004
	Iteration 29Q: 3 clusters Score -1882622 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11700 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -1882698.250000 Penalty: 4736.104004
	Iteration 30Q: 3 clusters Score -1882698 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11706 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -1882710.000000 Penalty: 4736.104004
	Iteration 31Q: 3 clusters Score -1882710 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11712 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -1882696.625000 Penalty: 4736.104004
	Iteration 32Q: 3 clusters Score -1882697 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11713 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -1882761.875000 Penalty: 4736.104004
	Iteration 33Q: 3 clusters Score -1882762 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11718 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -1882711.875000 Penalty: 4736.104004
	Iteration 34Q: 3 clusters Score -1882712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11719 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -1882740.000000 Penalty: 4736.104004
	Iteration 35Q: 3 clusters Score -1882740 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11721 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -1882751.125000 Penalty: 4736.104004
	Iteration 36Q: 3 clusters Score -1882751 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11720 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -1882765.500000 Penalty: 4736.104004
	Iteration 37Q: 3 clusters Score -1882766 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11721 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -1882729.500000 Penalty: 4736.104004
	Iteration 38Q: 3 clusters Score -1882730 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11722 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -1882731.125000 Penalty: 4736.104004
	Iteration 39Q: 3 clusters Score -1882731 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11723 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -1882751.000000 Penalty: 4736.104004
	Iteration 40F: 3 clusters Score -1882751 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11726 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -1882731.625000 Penalty: 4736.104004
	Iteration 41Q: 3 clusters Score -1882732 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11734 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -1882744.125000 Penalty: 4736.104004
	Iteration 42Q: 3 clusters Score -1882744 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11739 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -1882754.125000 Penalty: 4736.104004
	Iteration 43Q: 3 clusters Score -1882754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11741 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -1882783.625000 Penalty: 4736.104004
	Iteration 44Q: 3 clusters Score -1882784 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11744 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -1882774.625000 Penalty: 4736.104004
	Iteration 45Q: 3 clusters Score -1882775 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11744 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -1882774.625000 Penalty: 4736.104004
	Iteration 46F: 3 clusters Score -1882775 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 3660 members 
Mstep: Class 3 contains 4170 members 
Mstep: Class 4 contains 12190 members 
Mstep: Class 5 contains 2807 members 
Mstep: Class 6 contains 2852 members 
Mstep: Class 7 contains 2115 members 
Mstep: Class 8 contains 8206 members 
Mstep: Class 9 contains 181178 members 
Mstep: Class 10 contains 8447 members 
Mstep: Class 11 contains 4412 members 
Mstep: Class 12 contains 26056 members 
Mstep: Class 13 contains 3734 members 
Mstep: Class 14 contains 5566 members 
Mstep: Class 15 contains 202672 members 
Mstep: Class 16 contains 221892 members 
Mstep: Class 17 contains 21933 members 
Mstep: Class 18 contains 34214 members 
Mstep: Class 19 contains 300 members 
Mstep: Class 20 contains 4134 members 
Mstep: Class 21 contains 40742 members 
Mstep: Class 22 contains 40242 members 
Mstep: Class 23 contains 4410 members 
Mstep: Class 24 contains 11744 members 
Mstep: Class 25 contains 36958 members 
Mstep: Class 26 contains 34839 members 
Mstep: Class 27 contains 8441 members 
Mstep: Class 28 contains 24824 members 
Mstep: Class 29 contains 20756 members 
Mstep: Class 30 contains 25598 members 
Mstep: Class 31 contains 6601 members 
Mstep: Class 32 contains 18638 members 
Mstep: Class 33 contains 925 members 
Mstep: Class 34 contains 38599 members 
Mstep: Class 35 contains 65732 members 
Mstep: Class 36 contains 17782 members 
Mstep: Class 37 contains 10104 members 
Mstep: Class 38 contains 1863 members 
Mstep: Class 39 contains 3836 members 
Mstep: Class 40 contains 1835 members 
Mstep: Class 41 contains 6318 members 
Mstep: Class 42 contains 4141 members 
Mstep: Class 43 contains 469 members 
Mstep: Class 44 contains 2622 members 
Mstep: Class 45 contains 2281 members 
Entering Unmasked Estep 
Score: -147417264.000000 Penalty: 156105.984375
Splitting cluster 24 changes total score from -147374656.000000 to -147417264.000000
So it's getting split into cluster 45.
Entering ConstructFrom: 
Trying to split cluster 25 (36958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36958 members 
Entering Unmasked Estep 
Score: -4651406.500000 Penalty: 2608.349121
	Iteration 0F: 2 clusters Score -4651406 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18383 members 
Mstep: Class 2 contains 18575 members 
Entering Unmasked Estep 
Score: -4626536.500000 Penalty: 5216.698242
	Iteration 0F: 3 clusters Score -4626536 nChanged 16650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17239 members 
Mstep: Class 2 contains 19719 members 
Entering Unmasked Estep 
Score: -4635739.500000 Penalty: 5216.698242
	Iteration 1F: 3 clusters Score -4635740 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16420 members 
Mstep: Class 2 contains 20538 members 
Entering Unmasked Estep 
Score: -4636507.000000 Penalty: 5216.698242
	Iteration 2F: 3 clusters Score -4636507 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15333 members 
Mstep: Class 2 contains 21625 members 
Entering Unmasked Estep 
Score: -4637420.500000 Penalty: 5216.698242
	Iteration 3F: 3 clusters Score -4637420 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13922 members 
Mstep: Class 2 contains 23036 members 
Entering Unmasked Estep 
Score: -4638523.000000 Penalty: 5216.698242
	Iteration 4F: 3 clusters Score -4638523 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12175 members 
Mstep: Class 2 contains 24783 members 
Entering Unmasked Estep 
Score: -4639856.000000 Penalty: 5216.698242
	Iteration 5F: 3 clusters Score -4639856 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10080 members 
Mstep: Class 2 contains 26878 members 
Entering Unmasked Estep 
Score: -4641557.000000 Penalty: 5216.698242
	Iteration 6F: 3 clusters Score -4641557 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 29079 members 
Entering Unmasked Estep 
Score: -4643367.500000 Penalty: 5216.698242
	Iteration 7F: 3 clusters Score -4643368 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 31190 members 
Entering Unmasked Estep 
Score: -4645156.000000 Penalty: 5216.698242
	Iteration 8F: 3 clusters Score -4645156 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 32927 members 
Entering Unmasked Estep 
Score: -4646638.500000 Penalty: 5216.698242
	Iteration 9Q: 3 clusters Score -4646638 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 34122 members 
Entering Unmasked Estep 
Score: -4647630.000000 Penalty: 5216.698242
	Iteration 10Q: 3 clusters Score -4647630 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 34927 members 
Entering Unmasked Estep 
Score: -4648293.000000 Penalty: 5216.698242
	Iteration 11Q: 3 clusters Score -4648293 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 35442 members 
Entering Unmasked Estep 
Score: -4648761.000000 Penalty: 5216.698242
	Iteration 12Q: 3 clusters Score -4648761 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 35747 members 
Entering Unmasked Estep 
Score: -4649033.000000 Penalty: 5216.698242
	Iteration 13Q: 3 clusters Score -4649033 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 35924 members 
Entering Unmasked Estep 
Score: -4649206.500000 Penalty: 5216.698242
	Iteration 14Q: 3 clusters Score -4649206 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 36033 members 
Entering Unmasked Estep 
Score: -4649325.500000 Penalty: 5216.698242
	Iteration 15Q: 3 clusters Score -4649326 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 36100 members 
Entering Unmasked Estep 
Score: -4649415.500000 Penalty: 5216.698242
	Iteration 16Q: 3 clusters Score -4649416 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 36131 members 
Entering Unmasked Estep 
Score: -4649463.500000 Penalty: 5216.698242
	Iteration 17Q: 3 clusters Score -4649464 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 36162 members 
Entering Unmasked Estep 
Score: -4649510.000000 Penalty: 5216.698242
	Iteration 18Q: 3 clusters Score -4649510 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 36184 members 
Entering Unmasked Estep 
Score: -4649532.000000 Penalty: 5216.698242
	Iteration 19Q: 3 clusters Score -4649532 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 36192 members 
Entering Unmasked Estep 
Score: -4649546.000000 Penalty: 5216.698242
	Iteration 20F: 3 clusters Score -4649546 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 36202 members 
Entering Unmasked Estep 
Score: -4649558.000000 Penalty: 5216.698242
	Iteration 21Q: 3 clusters Score -4649558 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 36207 members 
Entering Unmasked Estep 
Score: -4649559.500000 Penalty: 5216.698242
	Iteration 22Q: 3 clusters Score -4649560 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 36211 members 
Entering Unmasked Estep 
Score: -4649561.500000 Penalty: 5216.698242
	Iteration 23Q: 3 clusters Score -4649562 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 36219 members 
Entering Unmasked Estep 
Score: -4649562.500000 Penalty: 5216.698242
	Iteration 24Q: 3 clusters Score -4649562 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 36221 members 
Entering Unmasked Estep 
Score: -4649566.000000 Penalty: 5216.698242
	Iteration 25Q: 3 clusters Score -4649566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 36223 members 
Entering Unmasked Estep 
Score: -4649573.500000 Penalty: 5216.698242
	Iteration 26Q: 3 clusters Score -4649574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 36224 members 
Entering Unmasked Estep 
Score: -4649570.500000 Penalty: 5216.698242
	Iteration 27Q: 3 clusters Score -4649570 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 36226 members 
Entering Unmasked Estep 
Score: -4649572.500000 Penalty: 5216.698242
	Iteration 28Q: 3 clusters Score -4649572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 36229 members 
Entering Unmasked Estep 
Score: -4649583.500000 Penalty: 5216.698242
	Iteration 29Q: 3 clusters Score -4649584 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 36234 members 
Entering Unmasked Estep 
Score: -4649586.000000 Penalty: 5216.698242
	Iteration 30Q: 3 clusters Score -4649586 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 36238 members 
Entering Unmasked Estep 
Score: -4649586.000000 Penalty: 5216.698242
	Iteration 31Q: 3 clusters Score -4649586 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 36238 members 
Entering Unmasked Estep 
Score: -4649589.500000 Penalty: 5216.698242
	Iteration 32Q: 3 clusters Score -4649590 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 36238 members 
Entering Unmasked Estep 
Score: -4649589.500000 Penalty: 5216.698242
	Iteration 33F: 3 clusters Score -4649590 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (34839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34839 members 
Entering Unmasked Estep 
Score: -4437855.000000 Penalty: 2593.706055
	Iteration 0F: 2 clusters Score -4437855 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17467 members 
Mstep: Class 2 contains 17372 members 
Entering Unmasked Estep 
Score: -4414221.000000 Penalty: 5187.412109
	Iteration 0F: 3 clusters Score -4414221 nChanged 15700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17749 members 
Mstep: Class 2 contains 17090 members 
Entering Unmasked Estep 
Score: -4423084.000000 Penalty: 5187.412109
	Iteration 1F: 3 clusters Score -4423084 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18072 members 
Mstep: Class 2 contains 16767 members 
Entering Unmasked Estep 
Score: -4424103.500000 Penalty: 5187.412109
	Iteration 2F: 3 clusters Score -4424104 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18603 members 
Mstep: Class 2 contains 16236 members 
Entering Unmasked Estep 
Score: -4425138.000000 Penalty: 5187.412109
	Iteration 3F: 3 clusters Score -4425138 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19404 members 
Mstep: Class 2 contains 15435 members 
Entering Unmasked Estep 
Score: -4426101.000000 Penalty: 5187.412109
	Iteration 4F: 3 clusters Score -4426101 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20426 members 
Mstep: Class 2 contains 14413 members 
Entering Unmasked Estep 
Score: -4427241.500000 Penalty: 5187.412109
	Iteration 5F: 3 clusters Score -4427242 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21731 members 
Mstep: Class 2 contains 13108 members 
Entering Unmasked Estep 
Score: -4428506.000000 Penalty: 5187.412109
	Iteration 6F: 3 clusters Score -4428506 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23175 members 
Mstep: Class 2 contains 11664 members 
Entering Unmasked Estep 
Score: -4429800.000000 Penalty: 5187.412109
	Iteration 7F: 3 clusters Score -4429800 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24711 members 
Mstep: Class 2 contains 10128 members 
Entering Unmasked Estep 
Score: -4431159.000000 Penalty: 5187.412109
	Iteration 8F: 3 clusters Score -4431159 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26142 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -4432524.000000 Penalty: 5187.412109
	Iteration 9Q: 3 clusters Score -4432524 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27336 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -4433758.500000 Penalty: 5187.412109
	Iteration 10Q: 3 clusters Score -4433758 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28309 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -4434812.000000 Penalty: 5187.412109
	Iteration 11Q: 3 clusters Score -4434812 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29013 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -4435447.500000 Penalty: 5187.412109
	Iteration 12Q: 3 clusters Score -4435448 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29551 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -4435845.500000 Penalty: 5187.412109
	Iteration 13Q: 3 clusters Score -4435846 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29962 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -4436011.000000 Penalty: 5187.412109
	Iteration 14Q: 3 clusters Score -4436011 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30292 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -4436156.000000 Penalty: 5187.412109
	Iteration 15Q: 3 clusters Score -4436156 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30559 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -4436269.000000 Penalty: 5187.412109
	Iteration 16Q: 3 clusters Score -4436269 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30806 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -4436361.500000 Penalty: 5187.412109
	Iteration 17Q: 3 clusters Score -4436362 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31006 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -4436431.000000 Penalty: 5187.412109
	Iteration 18Q: 3 clusters Score -4436431 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31168 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -4436486.000000 Penalty: 5187.412109
	Iteration 19Q: 3 clusters Score -4436486 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31304 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -4436539.000000 Penalty: 5187.412109
	Iteration 20F: 3 clusters Score -4436539 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31414 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -4436567.500000 Penalty: 5187.412109
	Iteration 21Q: 3 clusters Score -4436568 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31505 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -4436600.000000 Penalty: 5187.412109
	Iteration 22Q: 3 clusters Score -4436600 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31596 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -4436629.500000 Penalty: 5187.412109
	Iteration 23Q: 3 clusters Score -4436630 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31666 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -4436656.000000 Penalty: 5187.412109
	Iteration 24Q: 3 clusters Score -4436656 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31734 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -4436662.500000 Penalty: 5187.412109
	Iteration 25Q: 3 clusters Score -4436662 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31782 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -4436679.000000 Penalty: 5187.412109
	Iteration 26Q: 3 clusters Score -4436679 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31819 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -4436686.000000 Penalty: 5187.412109
	Iteration 27Q: 3 clusters Score -4436686 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31858 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -4436699.500000 Penalty: 5187.412109
	Iteration 28Q: 3 clusters Score -4436700 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31899 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -4436723.500000 Penalty: 5187.412109
	Iteration 29Q: 3 clusters Score -4436724 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31948 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -4436733.000000 Penalty: 5187.412109
	Iteration 30Q: 3 clusters Score -4436733 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31993 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -4436729.500000 Penalty: 5187.412109
	Iteration 31Q: 3 clusters Score -4436730 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32039 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -4436736.000000 Penalty: 5187.412109
	Iteration 32Q: 3 clusters Score -4436736 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32069 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -4436746.500000 Penalty: 5187.412109
	Iteration 33Q: 3 clusters Score -4436746 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32100 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -4436748.000000 Penalty: 5187.412109
	Iteration 34Q: 3 clusters Score -4436748 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32130 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -4436755.500000 Penalty: 5187.412109
	Iteration 35Q: 3 clusters Score -4436756 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32162 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -4436768.000000 Penalty: 5187.412109
	Iteration 36Q: 3 clusters Score -4436768 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32196 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -4436778.500000 Penalty: 5187.412109
	Iteration 37Q: 3 clusters Score -4436778 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32226 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -4436785.500000 Penalty: 5187.412109
	Iteration 38Q: 3 clusters Score -4436786 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32250 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -4436793.500000 Penalty: 5187.412109
	Iteration 39Q: 3 clusters Score -4436794 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32278 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -4436791.500000 Penalty: 5187.412109
	Iteration 40F: 3 clusters Score -4436792 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32300 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -4436793.000000 Penalty: 5187.412109
	Iteration 41Q: 3 clusters Score -4436793 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32323 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -4436808.500000 Penalty: 5187.412109
	Iteration 42Q: 3 clusters Score -4436808 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32333 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -4436819.000000 Penalty: 5187.412109
	Iteration 43Q: 3 clusters Score -4436819 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32345 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -4436823.500000 Penalty: 5187.412109
	Iteration 44Q: 3 clusters Score -4436824 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32359 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -4436821.000000 Penalty: 5187.412109
	Iteration 45Q: 3 clusters Score -4436821 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32370 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -4436817.500000 Penalty: 5187.412109
	Iteration 46Q: 3 clusters Score -4436818 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32377 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -4436809.500000 Penalty: 5187.412109
	Iteration 47Q: 3 clusters Score -4436810 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32382 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -4436810.000000 Penalty: 5187.412109
	Iteration 48Q: 3 clusters Score -4436810 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32388 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -4436812.500000 Penalty: 5187.412109
	Iteration 49Q: 3 clusters Score -4436812 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32396 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -4436811.500000 Penalty: 5187.412109
	Iteration 50Q: 3 clusters Score -4436812 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32409 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -4436828.000000 Penalty: 5187.412109
	Iteration 51Q: 3 clusters Score -4436828 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32424 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -4436824.500000 Penalty: 5187.412109
	Iteration 52Q: 3 clusters Score -4436824 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32430 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -4436821.000000 Penalty: 5187.412109
	Iteration 53Q: 3 clusters Score -4436821 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32438 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -4436821.000000 Penalty: 5187.412109
	Iteration 54Q: 3 clusters Score -4436821 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32449 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -4436822.000000 Penalty: 5187.412109
	Iteration 55Q: 3 clusters Score -4436822 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32461 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -4436828.000000 Penalty: 5187.412109
	Iteration 56Q: 3 clusters Score -4436828 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32468 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -4436827.500000 Penalty: 5187.412109
	Iteration 57Q: 3 clusters Score -4436828 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32478 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -4436831.500000 Penalty: 5187.412109
	Iteration 58Q: 3 clusters Score -4436832 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32485 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -4436833.500000 Penalty: 5187.412109
	Iteration 59Q: 3 clusters Score -4436834 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32487 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -4436834.000000 Penalty: 5187.412109
	Iteration 60F: 3 clusters Score -4436834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32488 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -4436837.500000 Penalty: 5187.412109
	Iteration 61Q: 3 clusters Score -4436838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32490 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -4436831.000000 Penalty: 5187.412109
	Iteration 62Q: 3 clusters Score -4436831 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32492 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -4436834.000000 Penalty: 5187.412109
	Iteration 63Q: 3 clusters Score -4436834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32493 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -4436831.500000 Penalty: 5187.412109
	Iteration 64Q: 3 clusters Score -4436832 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32494 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -4436830.000000 Penalty: 5187.412109
	Iteration 65Q: 3 clusters Score -4436830 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32497 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -4436826.500000 Penalty: 5187.412109
	Iteration 66Q: 3 clusters Score -4436826 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32499 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -4436832.000000 Penalty: 5187.412109
	Iteration 67Q: 3 clusters Score -4436832 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32499 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -4436826.000000 Penalty: 5187.412109
	Iteration 68Q: 3 clusters Score -4436826 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32499 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -4436826.000000 Penalty: 5187.412109
	Iteration 69F: 3 clusters Score -4436826 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (8441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Entering Unmasked Estep 
Score: -963900.625000 Penalty: 2242.132324
	Iteration 0F: 2 clusters Score -963900.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -957220.187500 Penalty: 4484.264648
	Iteration 0F: 3 clusters Score -957220.2 nChanged 3391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -959309.062500 Penalty: 4484.264648
	Iteration 1F: 3 clusters Score -959309.1 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -959779.062500 Penalty: 4484.264648
	Iteration 2F: 3 clusters Score -959779.1 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -960160.250000 Penalty: 4484.264648
	Iteration 3F: 3 clusters Score -960160.2 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -960500.750000 Penalty: 4484.264648
	Iteration 4F: 3 clusters Score -960500.8 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -960840.500000 Penalty: 4484.264648
	Iteration 5F: 3 clusters Score -960840.5 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -961207.375000 Penalty: 4484.264648
	Iteration 6F: 3 clusters Score -961207.4 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -961559.812500 Penalty: 4484.264648
	Iteration 7F: 3 clusters Score -961559.8 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -961894.187500 Penalty: 4484.264648
	Iteration 8Q: 3 clusters Score -961894.2 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -962193.750000 Penalty: 4484.264648
	Iteration 9Q: 3 clusters Score -962193.8 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -962411.312500 Penalty: 4484.264648
	Iteration 10Q: 3 clusters Score -962411.3 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -962574.625000 Penalty: 4484.264648
	Iteration 11Q: 3 clusters Score -962574.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -962666.500000 Penalty: 4484.264648
	Iteration 12Q: 3 clusters Score -962666.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -962722.875000 Penalty: 4484.264648
	Iteration 13Q: 3 clusters Score -962722.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -962777.687500 Penalty: 4484.264648
	Iteration 14Q: 3 clusters Score -962777.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -962829.625000 Penalty: 4484.264648
	Iteration 15Q: 3 clusters Score -962829.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -962863.187500 Penalty: 4484.264648
	Iteration 16Q: 3 clusters Score -962863.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -962886.875000 Penalty: 4484.264648
	Iteration 17Q: 3 clusters Score -962886.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -962909.062500 Penalty: 4484.264648
	Iteration 18Q: 3 clusters Score -962909.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -962933.125000 Penalty: 4484.264648
	Iteration 19Q: 3 clusters Score -962933.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -962955.687500 Penalty: 4484.264648
	Iteration 20F: 3 clusters Score -962955.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -962968.562500 Penalty: 4484.264648
	Iteration 21Q: 3 clusters Score -962968.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -962978.750000 Penalty: 4484.264648
	Iteration 22Q: 3 clusters Score -962978.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -962985.062500 Penalty: 4484.264648
	Iteration 23Q: 3 clusters Score -962985.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -962998.625000 Penalty: 4484.264648
	Iteration 24Q: 3 clusters Score -962998.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -963006.125000 Penalty: 4484.264648
	Iteration 25Q: 3 clusters Score -963006.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -963013.937500 Penalty: 4484.264648
	Iteration 26Q: 3 clusters Score -963013.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -963021.625000 Penalty: 4484.264648
	Iteration 27Q: 3 clusters Score -963021.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -963032.187500 Penalty: 4484.264648
	Iteration 28Q: 3 clusters Score -963032.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -963043.125000 Penalty: 4484.264648
	Iteration 29Q: 3 clusters Score -963043.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -963056.562500 Penalty: 4484.264648
	Iteration 30Q: 3 clusters Score -963056.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -963058.937500 Penalty: 4484.264648
	Iteration 31Q: 3 clusters Score -963058.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -963061.875000 Penalty: 4484.264648
	Iteration 32Q: 3 clusters Score -963061.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -963065.312500 Penalty: 4484.264648
	Iteration 33Q: 3 clusters Score -963065.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -963071.187500 Penalty: 4484.264648
	Iteration 34Q: 3 clusters Score -963071.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -963073.062500 Penalty: 4484.264648
	Iteration 35Q: 3 clusters Score -963073.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -963072.500000 Penalty: 4484.264648
	Iteration 36Q: 3 clusters Score -963072.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -963075.750000 Penalty: 4484.264648
	Iteration 37Q: 3 clusters Score -963075.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -963074.437500 Penalty: 4484.264648
	Iteration 38Q: 3 clusters Score -963074.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -963075.500000 Penalty: 4484.264648
	Iteration 39Q: 3 clusters Score -963075.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -963076.000000 Penalty: 4484.264648
	Iteration 40F: 3 clusters Score -963076 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -963074.187500 Penalty: 4484.264648
	Iteration 41Q: 3 clusters Score -963074.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -963076.187500 Penalty: 4484.264648
	Iteration 42Q: 3 clusters Score -963076.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -963077.750000 Penalty: 4484.264648
	Iteration 43Q: 3 clusters Score -963077.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -963077.500000 Penalty: 4484.264648
	Iteration 44Q: 3 clusters Score -963077.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -963078.875000 Penalty: 4484.264648
	Iteration 45Q: 3 clusters Score -963078.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -963078.562500 Penalty: 4484.264648
	Iteration 46Q: 3 clusters Score -963078.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -963079.750000 Penalty: 4484.264648
	Iteration 47Q: 3 clusters Score -963079.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -963079.000000 Penalty: 4484.264648
	Iteration 48Q: 3 clusters Score -963079 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -963079.000000 Penalty: 4484.264648
	Iteration 49F: 3 clusters Score -963079 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (24824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24824 members 
Entering Unmasked Estep 
Score: -3167632.250000 Penalty: 2509.652344
	Iteration 0F: 2 clusters Score -3167632 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12261 members 
Mstep: Class 2 contains 12563 members 
Entering Unmasked Estep 
Score: -3150647.750000 Penalty: 5019.304688
	Iteration 0F: 3 clusters Score -3150648 nChanged 11047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11794 members 
Mstep: Class 2 contains 13030 members 
Entering Unmasked Estep 
Score: -3156953.500000 Penalty: 5019.304688
	Iteration 1F: 3 clusters Score -3156954 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11499 members 
Mstep: Class 2 contains 13325 members 
Entering Unmasked Estep 
Score: -3158177.250000 Penalty: 5019.304688
	Iteration 2F: 3 clusters Score -3158177 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11181 members 
Mstep: Class 2 contains 13643 members 
Entering Unmasked Estep 
Score: -3159482.250000 Penalty: 5019.304688
	Iteration 3F: 3 clusters Score -3159482 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 14091 members 
Entering Unmasked Estep 
Score: -3160723.750000 Penalty: 5019.304688
	Iteration 4F: 3 clusters Score -3160724 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10227 members 
Mstep: Class 2 contains 14597 members 
Entering Unmasked Estep 
Score: -3161836.250000 Penalty: 5019.304688
	Iteration 5F: 3 clusters Score -3161836 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 15218 members 
Entering Unmasked Estep 
Score: -3162821.750000 Penalty: 5019.304688
	Iteration 6F: 3 clusters Score -3162822 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Mstep: Class 2 contains 15939 members 
Entering Unmasked Estep 
Score: -3163620.000000 Penalty: 5019.304688
	Iteration 7F: 3 clusters Score -3163620 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 16573 members 
Entering Unmasked Estep 
Score: -3164229.250000 Penalty: 5019.304688
	Iteration 8Q: 3 clusters Score -3164229 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 17215 members 
Entering Unmasked Estep 
Score: -3164737.750000 Penalty: 5019.304688
	Iteration 9Q: 3 clusters Score -3164738 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 17816 members 
Entering Unmasked Estep 
Score: -3165169.000000 Penalty: 5019.304688
	Iteration 10Q: 3 clusters Score -3165169 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 18322 members 
Entering Unmasked Estep 
Score: -3165460.000000 Penalty: 5019.304688
	Iteration 11Q: 3 clusters Score -3165460 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 18750 members 
Entering Unmasked Estep 
Score: -3165655.250000 Penalty: 5019.304688
	Iteration 12Q: 3 clusters Score -3165655 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 19122 members 
Entering Unmasked Estep 
Score: -3165813.000000 Penalty: 5019.304688
	Iteration 13Q: 3 clusters Score -3165813 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 19438 members 
Entering Unmasked Estep 
Score: -3165940.250000 Penalty: 5019.304688
	Iteration 14Q: 3 clusters Score -3165940 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 19698 members 
Entering Unmasked Estep 
Score: -3166004.750000 Penalty: 5019.304688
	Iteration 15Q: 3 clusters Score -3166005 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 19931 members 
Entering Unmasked Estep 
Score: -3166061.500000 Penalty: 5019.304688
	Iteration 16Q: 3 clusters Score -3166062 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 20137 members 
Entering Unmasked Estep 
Score: -3166128.000000 Penalty: 5019.304688
	Iteration 17Q: 3 clusters Score -3166128 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 20322 members 
Entering Unmasked Estep 
Score: -3166183.500000 Penalty: 5019.304688
	Iteration 18Q: 3 clusters Score -3166184 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 20469 members 
Entering Unmasked Estep 
Score: -3166220.750000 Penalty: 5019.304688
	Iteration 19Q: 3 clusters Score -3166221 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 20603 members 
Entering Unmasked Estep 
Score: -3166267.000000 Penalty: 5019.304688
	Iteration 20F: 3 clusters Score -3166267 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 20722 members 
Entering Unmasked Estep 
Score: -3166286.000000 Penalty: 5019.304688
	Iteration 21Q: 3 clusters Score -3166286 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 20840 members 
Entering Unmasked Estep 
Score: -3166309.500000 Penalty: 5019.304688
	Iteration 22Q: 3 clusters Score -3166310 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 20940 members 
Entering Unmasked Estep 
Score: -3166337.500000 Penalty: 5019.304688
	Iteration 23Q: 3 clusters Score -3166338 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 21019 members 
Entering Unmasked Estep 
Score: -3166366.250000 Penalty: 5019.304688
	Iteration 24Q: 3 clusters Score -3166366 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 21089 members 
Entering Unmasked Estep 
Score: -3166366.000000 Penalty: 5019.304688
	Iteration 25Q: 3 clusters Score -3166366 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 21152 members 
Entering Unmasked Estep 
Score: -3166380.500000 Penalty: 5019.304688
	Iteration 26Q: 3 clusters Score -3166380 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 21200 members 
Entering Unmasked Estep 
Score: -3166394.000000 Penalty: 5019.304688
	Iteration 27Q: 3 clusters Score -3166394 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 21243 members 
Entering Unmasked Estep 
Score: -3166401.000000 Penalty: 5019.304688
	Iteration 28Q: 3 clusters Score -3166401 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 21288 members 
Entering Unmasked Estep 
Score: -3166402.500000 Penalty: 5019.304688
	Iteration 29Q: 3 clusters Score -3166402 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 21328 members 
Entering Unmasked Estep 
Score: -3166412.500000 Penalty: 5019.304688
	Iteration 30Q: 3 clusters Score -3166412 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 21365 members 
Entering Unmasked Estep 
Score: -3166410.750000 Penalty: 5019.304688
	Iteration 31Q: 3 clusters Score -3166411 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 21402 members 
Entering Unmasked Estep 
Score: -3166417.750000 Penalty: 5019.304688
	Iteration 32Q: 3 clusters Score -3166418 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 21430 members 
Entering Unmasked Estep 
Score: -3166419.500000 Penalty: 5019.304688
	Iteration 33Q: 3 clusters Score -3166420 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 21463 members 
Entering Unmasked Estep 
Score: -3166422.500000 Penalty: 5019.304688
	Iteration 34Q: 3 clusters Score -3166422 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 21497 members 
Entering Unmasked Estep 
Score: -3166419.250000 Penalty: 5019.304688
	Iteration 35Q: 3 clusters Score -3166419 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 21524 members 
Entering Unmasked Estep 
Score: -3166438.000000 Penalty: 5019.304688
	Iteration 36Q: 3 clusters Score -3166438 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 21546 members 
Entering Unmasked Estep 
Score: -3166439.000000 Penalty: 5019.304688
	Iteration 37Q: 3 clusters Score -3166439 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 21562 members 
Entering Unmasked Estep 
Score: -3166449.000000 Penalty: 5019.304688
	Iteration 38Q: 3 clusters Score -3166449 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 21573 members 
Entering Unmasked Estep 
Score: -3166446.500000 Penalty: 5019.304688
	Iteration 39Q: 3 clusters Score -3166446 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 21586 members 
Entering Unmasked Estep 
Score: -3166447.000000 Penalty: 5019.304688
	Iteration 40F: 3 clusters Score -3166447 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 21597 members 
Entering Unmasked Estep 
Score: -3166447.250000 Penalty: 5019.304688
	Iteration 41Q: 3 clusters Score -3166447 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 21608 members 
Entering Unmasked Estep 
Score: -3166446.500000 Penalty: 5019.304688
	Iteration 42Q: 3 clusters Score -3166446 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 21615 members 
Entering Unmasked Estep 
Score: -3166446.750000 Penalty: 5019.304688
	Iteration 43Q: 3 clusters Score -3166447 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 21619 members 
Entering Unmasked Estep 
Score: -3166447.500000 Penalty: 5019.304688
	Iteration 44Q: 3 clusters Score -3166448 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 21621 members 
Entering Unmasked Estep 
Score: -3166445.750000 Penalty: 5019.304688
	Iteration 45Q: 3 clusters Score -3166446 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 21626 members 
Entering Unmasked Estep 
Score: -3166454.000000 Penalty: 5019.304688
	Iteration 46Q: 3 clusters Score -3166454 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 21632 members 
Entering Unmasked Estep 
Score: -3166456.000000 Penalty: 5019.304688
	Iteration 47Q: 3 clusters Score -3166456 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 21643 members 
Entering Unmasked Estep 
Score: -3166459.750000 Penalty: 5019.304688
	Iteration 48Q: 3 clusters Score -3166460 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 21653 members 
Entering Unmasked Estep 
Score: -3166455.000000 Penalty: 5019.304688
	Iteration 49Q: 3 clusters Score -3166455 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 21666 members 
Entering Unmasked Estep 
Score: -3166452.000000 Penalty: 5019.304688
	Iteration 50Q: 3 clusters Score -3166452 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 21681 members 
Entering Unmasked Estep 
Score: -3166466.750000 Penalty: 5019.304688
	Iteration 51Q: 3 clusters Score -3166467 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 21697 members 
Entering Unmasked Estep 
Score: -3166466.500000 Penalty: 5019.304688
	Iteration 52Q: 3 clusters Score -3166466 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 21707 members 
Entering Unmasked Estep 
Score: -3166468.250000 Penalty: 5019.304688
	Iteration 53Q: 3 clusters Score -3166468 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 21718 members 
Entering Unmasked Estep 
Score: -3166471.000000 Penalty: 5019.304688
	Iteration 54Q: 3 clusters Score -3166471 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 21725 members 
Entering Unmasked Estep 
Score: -3166471.750000 Penalty: 5019.304688
	Iteration 55Q: 3 clusters Score -3166472 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 21732 members 
Entering Unmasked Estep 
Score: -3166469.250000 Penalty: 5019.304688
	Iteration 56Q: 3 clusters Score -3166469 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 21739 members 
Entering Unmasked Estep 
Score: -3166468.000000 Penalty: 5019.304688
	Iteration 57Q: 3 clusters Score -3166468 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 21744 members 
Entering Unmasked Estep 
Score: -3166467.500000 Penalty: 5019.304688
	Iteration 58Q: 3 clusters Score -3166468 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 21748 members 
Entering Unmasked Estep 
Score: -3166467.000000 Penalty: 5019.304688
	Iteration 59Q: 3 clusters Score -3166467 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 21752 members 
Entering Unmasked Estep 
Score: -3166468.750000 Penalty: 5019.304688
	Iteration 60F: 3 clusters Score -3166469 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 21759 members 
Entering Unmasked Estep 
Score: -3166463.750000 Penalty: 5019.304688
	Iteration 61Q: 3 clusters Score -3166464 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 21764 members 
Entering Unmasked Estep 
Score: -3166465.500000 Penalty: 5019.304688
	Iteration 62Q: 3 clusters Score -3166466 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 21768 members 
Entering Unmasked Estep 
Score: -3166470.500000 Penalty: 5019.304688
	Iteration 63Q: 3 clusters Score -3166470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 21771 members 
Entering Unmasked Estep 
Score: -3166470.750000 Penalty: 5019.304688
	Iteration 64Q: 3 clusters Score -3166471 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 21774 members 
Entering Unmasked Estep 
Score: -3166475.000000 Penalty: 5019.304688
	Iteration 65Q: 3 clusters Score -3166475 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 21775 members 
Entering Unmasked Estep 
Score: -3166474.250000 Penalty: 5019.304688
	Iteration 66Q: 3 clusters Score -3166474 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 21776 members 
Entering Unmasked Estep 
Score: -3166475.250000 Penalty: 5019.304688
	Iteration 67Q: 3 clusters Score -3166475 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 21776 members 
Entering Unmasked Estep 
Score: -3166475.250000 Penalty: 5019.304688
	Iteration 68F: 3 clusters Score -3166475 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (20756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20756 members 
Entering Unmasked Estep 
Score: -2585662.250000 Penalty: 2465.266602
	Iteration 0F: 2 clusters Score -2585662 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10458 members 
Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
Score: -2571151.750000 Penalty: 4930.533203
	Iteration 0F: 3 clusters Score -2571152 nChanged 9097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10845 members 
Mstep: Class 2 contains 9911 members 
Entering Unmasked Estep 
Score: -2576123.000000 Penalty: 4930.533203
	Iteration 1F: 3 clusters Score -2576123 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11059 members 
Mstep: Class 2 contains 9697 members 
Entering Unmasked Estep 
Score: -2576883.500000 Penalty: 4930.533203
	Iteration 2F: 3 clusters Score -2576884 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11364 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -2577910.750000 Penalty: 4930.533203
	Iteration 3F: 3 clusters Score -2577911 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11690 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -2579256.500000 Penalty: 4930.533203
	Iteration 4F: 3 clusters Score -2579256 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11950 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -2580660.500000 Penalty: 4930.533203
	Iteration 5F: 3 clusters Score -2580660 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12086 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -2582051.000000 Penalty: 4930.533203
	Iteration 6F: 3 clusters Score -2582051 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12048 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -2583282.250000 Penalty: 4930.533203
	Iteration 7F: 3 clusters Score -2583282 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11928 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -2584126.250000 Penalty: 4930.533203
	Iteration 8F: 3 clusters Score -2584126 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11786 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -2584617.750000 Penalty: 4930.533203
	Iteration 9Q: 3 clusters Score -2584618 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11620 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -2584900.000000 Penalty: 4930.533203
	Iteration 10Q: 3 clusters Score -2584900 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11471 members 
Mstep: Class 2 contains 9285 members 
Entering Unmasked Estep 
Score: -2585075.750000 Penalty: 4930.533203
	Iteration 11Q: 3 clusters Score -2585076 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11359 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -2585201.500000 Penalty: 4930.533203
	Iteration 12Q: 3 clusters Score -2585202 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11253 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -2585306.250000 Penalty: 4930.533203
	Iteration 13Q: 3 clusters Score -2585306 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11125 members 
Mstep: Class 2 contains 9631 members 
Entering Unmasked Estep 
Score: -2585382.750000 Penalty: 4930.533203
	Iteration 14Q: 3 clusters Score -2585383 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11025 members 
Mstep: Class 2 contains 9731 members 
Entering Unmasked Estep 
Score: -2585477.000000 Penalty: 4930.533203
	Iteration 15Q: 3 clusters Score -2585477 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10940 members 
Mstep: Class 2 contains 9816 members 
Entering Unmasked Estep 
Score: -2585576.500000 Penalty: 4930.533203
	Iteration 16Q: 3 clusters Score -2585576 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10836 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -2585674.000000 Penalty: 4930.533203
	Iteration 17Q: 3 clusters Score -2585674 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 10011 members 
Entering Unmasked Estep 
Score: -2585759.500000 Penalty: 4930.533203
	Iteration 18Q: 3 clusters Score -2585760 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10669 members 
Mstep: Class 2 contains 10087 members 
Entering Unmasked Estep 
Score: -2585852.000000 Penalty: 4930.533203
	Iteration 19Q: 3 clusters Score -2585852 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10587 members 
Mstep: Class 2 contains 10169 members 
Entering Unmasked Estep 
Score: -2585967.500000 Penalty: 4930.533203
	Iteration 20F: 3 clusters Score -2585968 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10508 members 
Mstep: Class 2 contains 10248 members 
Entering Unmasked Estep 
Score: -2586084.250000 Penalty: 4930.533203
	Iteration 21Q: 3 clusters Score -2586084 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -2586213.500000 Penalty: 4930.533203
	Iteration 22Q: 3 clusters Score -2586214 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10376 members 
Mstep: Class 2 contains 10380 members 
Entering Unmasked Estep 
Score: -2586317.250000 Penalty: 4930.533203
	Iteration 23Q: 3 clusters Score -2586317 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 10421 members 
Entering Unmasked Estep 
Score: -2586446.750000 Penalty: 4930.533203
	Iteration 24Q: 3 clusters Score -2586447 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10294 members 
Mstep: Class 2 contains 10462 members 
Entering Unmasked Estep 
Score: -2586582.000000 Penalty: 4930.533203
	Iteration 25Q: 3 clusters Score -2586582 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10229 members 
Mstep: Class 2 contains 10527 members 
Entering Unmasked Estep 
Score: -2586661.000000 Penalty: 4930.533203
	Iteration 26Q: 3 clusters Score -2586661 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10173 members 
Mstep: Class 2 contains 10583 members 
Entering Unmasked Estep 
Score: -2586748.500000 Penalty: 4930.533203
	Iteration 27Q: 3 clusters Score -2586748 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10109 members 
Mstep: Class 2 contains 10647 members 
Entering Unmasked Estep 
Score: -2586816.500000 Penalty: 4930.533203
	Iteration 28Q: 3 clusters Score -2586816 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 10724 members 
Entering Unmasked Estep 
Score: -2586877.000000 Penalty: 4930.533203
	Iteration 29Q: 3 clusters Score -2586877 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 10787 members 
Entering Unmasked Estep 
Score: -2586916.250000 Penalty: 4930.533203
	Iteration 30Q: 3 clusters Score -2586916 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 10869 members 
Entering Unmasked Estep 
Score: -2586954.000000 Penalty: 4930.533203
	Iteration 31Q: 3 clusters Score -2586954 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9799 members 
Mstep: Class 2 contains 10957 members 
Entering Unmasked Estep 
Score: -2586997.000000 Penalty: 4930.533203
	Iteration 32Q: 3 clusters Score -2586997 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 11041 members 
Entering Unmasked Estep 
Score: -2587036.250000 Penalty: 4930.533203
	Iteration 33Q: 3 clusters Score -2587036 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 11116 members 
Entering Unmasked Estep 
Score: -2587063.500000 Penalty: 4930.533203
	Iteration 34Q: 3 clusters Score -2587064 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 11167 members 
Entering Unmasked Estep 
Score: -2587097.000000 Penalty: 4930.533203
	Iteration 35Q: 3 clusters Score -2587097 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 11215 members 
Entering Unmasked Estep 
Score: -2587104.750000 Penalty: 4930.533203
	Iteration 36Q: 3 clusters Score -2587105 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 11240 members 
Entering Unmasked Estep 
Score: -2587116.000000 Penalty: 4930.533203
	Iteration 37Q: 3 clusters Score -2587116 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 11268 members 
Entering Unmasked Estep 
Score: -2587114.750000 Penalty: 4930.533203
	Iteration 38Q: 3 clusters Score -2587115 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 11282 members 
Entering Unmasked Estep 
Score: -2587109.000000 Penalty: 4930.533203
	Iteration 39Q: 3 clusters Score -2587109 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 11296 members 
Entering Unmasked Estep 
Score: -2587112.500000 Penalty: 4930.533203
	Iteration 40F: 3 clusters Score -2587112 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 11304 members 
Entering Unmasked Estep 
Score: -2587112.000000 Penalty: 4930.533203
	Iteration 41Q: 3 clusters Score -2587112 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 11310 members 
Entering Unmasked Estep 
Score: -2587110.000000 Penalty: 4930.533203
	Iteration 42Q: 3 clusters Score -2587110 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 11317 members 
Entering Unmasked Estep 
Score: -2587110.250000 Penalty: 4930.533203
	Iteration 43Q: 3 clusters Score -2587110 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Mstep: Class 2 contains 11322 members 
Entering Unmasked Estep 
Score: -2587116.500000 Penalty: 4930.533203
	Iteration 44Q: 3 clusters Score -2587116 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 11323 members 
Entering Unmasked Estep 
Score: -2587116.750000 Penalty: 4930.533203
	Iteration 45Q: 3 clusters Score -2587117 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 11323 members 
Entering Unmasked Estep 
Score: -2587121.000000 Penalty: 4930.533203
	Iteration 46Q: 3 clusters Score -2587121 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9432 members 
Mstep: Class 2 contains 11324 members 
Entering Unmasked Estep 
Score: -2587120.000000 Penalty: 4930.533203
	Iteration 47Q: 3 clusters Score -2587120 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 11326 members 
Entering Unmasked Estep 
Score: -2587117.500000 Penalty: 4930.533203
	Iteration 48Q: 3 clusters Score -2587118 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 11327 members 
Entering Unmasked Estep 
Score: -2587119.250000 Penalty: 4930.533203
	Iteration 49Q: 3 clusters Score -2587119 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 11330 members 
Entering Unmasked Estep 
Score: -2587118.500000 Penalty: 4930.533203
	Iteration 50Q: 3 clusters Score -2587118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 11332 members 
Entering Unmasked Estep 
Score: -2587115.000000 Penalty: 4930.533203
	Iteration 51Q: 3 clusters Score -2587115 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 11334 members 
Entering Unmasked Estep 
Score: -2587114.250000 Penalty: 4930.533203
	Iteration 52Q: 3 clusters Score -2587114 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 11335 members 
Entering Unmasked Estep 
Score: -2587116.750000 Penalty: 4930.533203
	Iteration 53Q: 3 clusters Score -2587117 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 11337 members 
Entering Unmasked Estep 
Score: -2587114.500000 Penalty: 4930.533203
	Iteration 54Q: 3 clusters Score -2587114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 11340 members 
Entering Unmasked Estep 
Score: -2587113.750000 Penalty: 4930.533203
	Iteration 55Q: 3 clusters Score -2587114 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 11340 members 
Entering Unmasked Estep 
Score: -2587116.000000 Penalty: 4930.533203
	Iteration 56Q: 3 clusters Score -2587116 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 11340 members 
Entering Unmasked Estep 
Score: -2587116.000000 Penalty: 4930.533203
	Iteration 57F: 3 clusters Score -2587116 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 3660 members 
Mstep: Class 3 contains 4170 members 
Mstep: Class 4 contains 12190 members 
Mstep: Class 5 contains 2807 members 
Mstep: Class 6 contains 2852 members 
Mstep: Class 7 contains 2115 members 
Mstep: Class 8 contains 8206 members 
Mstep: Class 9 contains 181178 members 
Mstep: Class 10 contains 8447 members 
Mstep: Class 11 contains 4412 members 
Mstep: Class 12 contains 26056 members 
Mstep: Class 13 contains 3734 members 
Mstep: Class 14 contains 5566 members 
Mstep: Class 15 contains 202672 members 
Mstep: Class 16 contains 221892 members 
Mstep: Class 17 contains 21933 members 
Mstep: Class 18 contains 34214 members 
Mstep: Class 19 contains 300 members 
Mstep: Class 20 contains 4134 members 
Mstep: Class 21 contains 40742 members 
Mstep: Class 22 contains 40242 members 
Mstep: Class 23 contains 4410 members 
Mstep: Class 24 contains 11744 members 
Mstep: Class 25 contains 36958 members 
Mstep: Class 26 contains 34839 members 
Mstep: Class 27 contains 8441 members 
Mstep: Class 28 contains 24824 members 
Mstep: Class 29 contains 9416 members 
Mstep: Class 30 contains 25598 members 
Mstep: Class 31 contains 6601 members 
Mstep: Class 32 contains 18638 members 
Mstep: Class 33 contains 925 members 
Mstep: Class 34 contains 38599 members 
Mstep: Class 35 contains 65732 members 
Mstep: Class 36 contains 17782 members 
Mstep: Class 37 contains 10104 members 
Mstep: Class 38 contains 1863 members 
Mstep: Class 39 contains 3836 members 
Mstep: Class 40 contains 1835 members 
Mstep: Class 41 contains 6318 members 
Mstep: Class 42 contains 4141 members 
Mstep: Class 43 contains 469 members 
Mstep: Class 44 contains 2622 members 
Mstep: Class 45 contains 2281 members 
Mstep: Class 46 contains 11340 members 
Entering Unmasked Estep 
Score: -147417856.000000 Penalty: 159575.000000
Splitting cluster 29 changes total score from -147374656.000000 to -147417856.000000
So it's getting split into cluster 46.
Entering ConstructFrom: 
Trying to split cluster 30 (25598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25598 members 
Entering Unmasked Estep 
Score: -3024342.500000 Penalty: 2517.266846
	Iteration 0F: 2 clusters Score -3024342 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12766 members 
Mstep: Class 2 contains 12832 members 
Entering Unmasked Estep 
Score: -3006691.750000 Penalty: 5034.533691
	Iteration 0F: 3 clusters Score -3006692 nChanged 11405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12479 members 
Mstep: Class 2 contains 13119 members 
Entering Unmasked Estep 
Score: -3013043.500000 Penalty: 5034.533691
	Iteration 1F: 3 clusters Score -3013044 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12421 members 
Mstep: Class 2 contains 13177 members 
Entering Unmasked Estep 
Score: -3013773.500000 Penalty: 5034.533691
	Iteration 2F: 3 clusters Score -3013774 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12377 members 
Mstep: Class 2 contains 13221 members 
Entering Unmasked Estep 
Score: -3014513.000000 Penalty: 5034.533691
	Iteration 3F: 3 clusters Score -3014513 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12367 members 
Mstep: Class 2 contains 13231 members 
Entering Unmasked Estep 
Score: -3015352.500000 Penalty: 5034.533691
	Iteration 4F: 3 clusters Score -3015352 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12464 members 
Mstep: Class 2 contains 13134 members 
Entering Unmasked Estep 
Score: -3016291.000000 Penalty: 5034.533691
	Iteration 5F: 3 clusters Score -3016291 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12687 members 
Mstep: Class 2 contains 12911 members 
Entering Unmasked Estep 
Score: -3017388.750000 Penalty: 5034.533691
	Iteration 6F: 3 clusters Score -3017389 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13055 members 
Mstep: Class 2 contains 12543 members 
Entering Unmasked Estep 
Score: -3018563.750000 Penalty: 5034.533691
	Iteration 7F: 3 clusters Score -3018564 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13512 members 
Mstep: Class 2 contains 12086 members 
Entering Unmasked Estep 
Score: -3019560.250000 Penalty: 5034.533691
	Iteration 8F: 3 clusters Score -3019560 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14029 members 
Mstep: Class 2 contains 11569 members 
Entering Unmasked Estep 
Score: -3020436.250000 Penalty: 5034.533691
	Iteration 9Q: 3 clusters Score -3020436 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14508 members 
Mstep: Class 2 contains 11090 members 
Entering Unmasked Estep 
Score: -3021066.000000 Penalty: 5034.533691
	Iteration 10Q: 3 clusters Score -3021066 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14941 members 
Mstep: Class 2 contains 10657 members 
Entering Unmasked Estep 
Score: -3021442.000000 Penalty: 5034.533691
	Iteration 11Q: 3 clusters Score -3021442 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15305 members 
Mstep: Class 2 contains 10293 members 
Entering Unmasked Estep 
Score: -3021685.250000 Penalty: 5034.533691
	Iteration 12Q: 3 clusters Score -3021685 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15643 members 
Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
Score: -3021857.500000 Penalty: 5034.533691
	Iteration 13Q: 3 clusters Score -3021858 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15946 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -3021964.500000 Penalty: 5034.533691
	Iteration 14Q: 3 clusters Score -3021964 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16194 members 
Mstep: Class 2 contains 9404 members 
Entering Unmasked Estep 
Score: -3022048.000000 Penalty: 5034.533691
	Iteration 15Q: 3 clusters Score -3022048 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16430 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -3022105.250000 Penalty: 5034.533691
	Iteration 16Q: 3 clusters Score -3022105 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16613 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -3022153.250000 Penalty: 5034.533691
	Iteration 17Q: 3 clusters Score -3022153 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16794 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -3022201.000000 Penalty: 5034.533691
	Iteration 18Q: 3 clusters Score -3022201 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16980 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -3022243.250000 Penalty: 5034.533691
	Iteration 19Q: 3 clusters Score -3022243 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17160 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -3022293.000000 Penalty: 5034.533691
	Iteration 20F: 3 clusters Score -3022293 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17341 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -3022332.250000 Penalty: 5034.533691
	Iteration 21Q: 3 clusters Score -3022332 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17518 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -3022369.250000 Penalty: 5034.533691
	Iteration 22Q: 3 clusters Score -3022369 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17696 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -3022411.000000 Penalty: 5034.533691
	Iteration 23Q: 3 clusters Score -3022411 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17874 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -3022442.750000 Penalty: 5034.533691
	Iteration 24Q: 3 clusters Score -3022443 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18038 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -3022478.500000 Penalty: 5034.533691
	Iteration 25Q: 3 clusters Score -3022478 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18179 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -3022497.750000 Penalty: 5034.533691
	Iteration 26Q: 3 clusters Score -3022498 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18319 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -3022524.750000 Penalty: 5034.533691
	Iteration 27Q: 3 clusters Score -3022525 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18447 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -3022557.750000 Penalty: 5034.533691
	Iteration 28Q: 3 clusters Score -3022558 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18566 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -3022581.250000 Penalty: 5034.533691
	Iteration 29Q: 3 clusters Score -3022581 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18677 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -3022606.750000 Penalty: 5034.533691
	Iteration 30Q: 3 clusters Score -3022607 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18801 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -3022621.000000 Penalty: 5034.533691
	Iteration 31Q: 3 clusters Score -3022621 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18900 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -3022636.500000 Penalty: 5034.533691
	Iteration 32Q: 3 clusters Score -3022636 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18987 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -3022659.250000 Penalty: 5034.533691
	Iteration 33Q: 3 clusters Score -3022659 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19071 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -3022669.500000 Penalty: 5034.533691
	Iteration 34Q: 3 clusters Score -3022670 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19143 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -3022673.000000 Penalty: 5034.533691
	Iteration 35Q: 3 clusters Score -3022673 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19220 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -3022686.500000 Penalty: 5034.533691
	Iteration 36Q: 3 clusters Score -3022686 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19285 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -3022696.250000 Penalty: 5034.533691
	Iteration 37Q: 3 clusters Score -3022696 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19352 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -3022714.250000 Penalty: 5034.533691
	Iteration 38Q: 3 clusters Score -3022714 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19408 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -3022718.500000 Penalty: 5034.533691
	Iteration 39Q: 3 clusters Score -3022718 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19459 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -3022730.000000 Penalty: 5034.533691
	Iteration 40F: 3 clusters Score -3022730 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19512 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -3022741.000000 Penalty: 5034.533691
	Iteration 41Q: 3 clusters Score -3022741 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19579 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -3022744.500000 Penalty: 5034.533691
	Iteration 42Q: 3 clusters Score -3022744 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19650 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -3022764.500000 Penalty: 5034.533691
	Iteration 43Q: 3 clusters Score -3022764 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19731 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -3022779.000000 Penalty: 5034.533691
	Iteration 44Q: 3 clusters Score -3022779 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19811 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -3022799.250000 Penalty: 5034.533691
	Iteration 45Q: 3 clusters Score -3022799 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19899 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -3022811.250000 Penalty: 5034.533691
	Iteration 46Q: 3 clusters Score -3022811 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19983 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -3022826.250000 Penalty: 5034.533691
	Iteration 47Q: 3 clusters Score -3022826 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20055 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -3022849.750000 Penalty: 5034.533691
	Iteration 48Q: 3 clusters Score -3022850 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20143 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -3022875.000000 Penalty: 5034.533691
	Iteration 49Q: 3 clusters Score -3022875 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20233 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -3022890.000000 Penalty: 5034.533691
	Iteration 50Q: 3 clusters Score -3022890 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20337 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -3022921.750000 Penalty: 5034.533691
	Iteration 51Q: 3 clusters Score -3022922 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20455 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -3022946.250000 Penalty: 5034.533691
	Iteration 52Q: 3 clusters Score -3022946 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20577 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -3022976.500000 Penalty: 5034.533691
	Iteration 53Q: 3 clusters Score -3022976 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20688 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -3023016.250000 Penalty: 5034.533691
	Iteration 54Q: 3 clusters Score -3023016 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20806 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -3023060.000000 Penalty: 5034.533691
	Iteration 55Q: 3 clusters Score -3023060 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20909 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -3023086.750000 Penalty: 5034.533691
	Iteration 56Q: 3 clusters Score -3023087 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21001 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -3023109.000000 Penalty: 5034.533691
	Iteration 57Q: 3 clusters Score -3023109 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21107 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -3023144.500000 Penalty: 5034.533691
	Iteration 58Q: 3 clusters Score -3023144 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21215 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -3023179.750000 Penalty: 5034.533691
	Iteration 59Q: 3 clusters Score -3023180 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21318 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -3023213.250000 Penalty: 5034.533691
	Iteration 60F: 3 clusters Score -3023213 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21406 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -3023240.750000 Penalty: 5034.533691
	Iteration 61Q: 3 clusters Score -3023241 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21493 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -3023263.750000 Penalty: 5034.533691
	Iteration 62Q: 3 clusters Score -3023264 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21571 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -3023283.750000 Penalty: 5034.533691
	Iteration 63Q: 3 clusters Score -3023284 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21657 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -3023299.750000 Penalty: 5034.533691
	Iteration 64Q: 3 clusters Score -3023300 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21748 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -3023338.750000 Penalty: 5034.533691
	Iteration 65Q: 3 clusters Score -3023339 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21835 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -3023381.250000 Penalty: 5034.533691
	Iteration 66Q: 3 clusters Score -3023381 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21918 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -3023403.250000 Penalty: 5034.533691
	Iteration 67Q: 3 clusters Score -3023403 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22001 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -3023439.500000 Penalty: 5034.533691
	Iteration 68Q: 3 clusters Score -3023440 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22086 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -3023472.250000 Penalty: 5034.533691
	Iteration 69Q: 3 clusters Score -3023472 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22163 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -3023501.500000 Penalty: 5034.533691
	Iteration 70Q: 3 clusters Score -3023502 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22231 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -3023521.250000 Penalty: 5034.533691
	Iteration 71Q: 3 clusters Score -3023521 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22303 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -3023538.000000 Penalty: 5034.533691
	Iteration 72Q: 3 clusters Score -3023538 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22356 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -3023565.500000 Penalty: 5034.533691
	Iteration 73Q: 3 clusters Score -3023566 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22387 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -3023587.000000 Penalty: 5034.533691
	Iteration 74Q: 3 clusters Score -3023587 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22422 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -3023593.000000 Penalty: 5034.533691
	Iteration 75Q: 3 clusters Score -3023593 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22442 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -3023595.250000 Penalty: 5034.533691
	Iteration 76Q: 3 clusters Score -3023595 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22455 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -3023602.000000 Penalty: 5034.533691
	Iteration 77Q: 3 clusters Score -3023602 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22466 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -3023598.250000 Penalty: 5034.533691
	Iteration 78Q: 3 clusters Score -3023598 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22477 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -3023606.500000 Penalty: 5034.533691
	Iteration 79Q: 3 clusters Score -3023606 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22486 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -3023603.500000 Penalty: 5034.533691
	Iteration 80F: 3 clusters Score -3023604 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22493 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -3023605.250000 Penalty: 5034.533691
	Iteration 81Q: 3 clusters Score -3023605 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22497 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -3023601.250000 Penalty: 5034.533691
	Iteration 82Q: 3 clusters Score -3023601 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22505 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -3023602.500000 Penalty: 5034.533691
	Iteration 83Q: 3 clusters Score -3023602 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22516 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -3023609.250000 Penalty: 5034.533691
	Iteration 84Q: 3 clusters Score -3023609 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22520 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -3023611.750000 Penalty: 5034.533691
	Iteration 85Q: 3 clusters Score -3023612 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22524 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -3023611.750000 Penalty: 5034.533691
	Iteration 86Q: 3 clusters Score -3023612 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22527 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -3023611.000000 Penalty: 5034.533691
	Iteration 87Q: 3 clusters Score -3023611 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22528 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -3023611.750000 Penalty: 5034.533691
	Iteration 88Q: 3 clusters Score -3023612 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22529 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -3023611.750000 Penalty: 5034.533691
	Iteration 89Q: 3 clusters Score -3023612 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22529 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -3023611.750000 Penalty: 5034.533691
	Iteration 90F: 3 clusters Score -3023612 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (6601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Entering Unmasked Estep 
Score: -855081.375000 Penalty: 2181.154053
	Iteration 0F: 2 clusters Score -855081.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -849554.437500 Penalty: 4362.308105
	Iteration 0F: 3 clusters Score -849554.4 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -850955.562500 Penalty: 4362.308105
	Iteration 1F: 3 clusters Score -850955.6 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -851160.750000 Penalty: 4362.308105
	Iteration 2F: 3 clusters Score -851160.8 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -851304.000000 Penalty: 4362.308105
	Iteration 3Q: 3 clusters Score -851304 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -851424.687500 Penalty: 4362.308105
	Iteration 4Q: 3 clusters Score -851424.7 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -851532.000000 Penalty: 4362.308105
	Iteration 5Q: 3 clusters Score -851532 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -851617.937500 Penalty: 4362.308105
	Iteration 6Q: 3 clusters Score -851617.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -851683.875000 Penalty: 4362.308105
	Iteration 7Q: 3 clusters Score -851683.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -851730.062500 Penalty: 4362.308105
	Iteration 8Q: 3 clusters Score -851730.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -851774.250000 Penalty: 4362.308105
	Iteration 9Q: 3 clusters Score -851774.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -851819.625000 Penalty: 4362.308105
	Iteration 10Q: 3 clusters Score -851819.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -851867.562500 Penalty: 4362.308105
	Iteration 11Q: 3 clusters Score -851867.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -851913.250000 Penalty: 4362.308105
	Iteration 12Q: 3 clusters Score -851913.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -851962.687500 Penalty: 4362.308105
	Iteration 13Q: 3 clusters Score -851962.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -852014.000000 Penalty: 4362.308105
	Iteration 14Q: 3 clusters Score -852014 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -852069.625000 Penalty: 4362.308105
	Iteration 15Q: 3 clusters Score -852069.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -852133.375000 Penalty: 4362.308105
	Iteration 16Q: 3 clusters Score -852133.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -852209.312500 Penalty: 4362.308105
	Iteration 17Q: 3 clusters Score -852209.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -852285.062500 Penalty: 4362.308105
	Iteration 18Q: 3 clusters Score -852285.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -852373.625000 Penalty: 4362.308105
	Iteration 19Q: 3 clusters Score -852373.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -852465.937500 Penalty: 4362.308105
	Iteration 20F: 3 clusters Score -852465.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -852550.562500 Penalty: 4362.308105
	Iteration 21Q: 3 clusters Score -852550.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -852634.875000 Penalty: 4362.308105
	Iteration 22Q: 3 clusters Score -852634.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -852725.125000 Penalty: 4362.308105
	Iteration 23Q: 3 clusters Score -852725.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -852816.062500 Penalty: 4362.308105
	Iteration 24Q: 3 clusters Score -852816.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -852924.562500 Penalty: 4362.308105
	Iteration 25Q: 3 clusters Score -852924.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -853020.187500 Penalty: 4362.308105
	Iteration 26Q: 3 clusters Score -853020.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -853101.750000 Penalty: 4362.308105
	Iteration 27Q: 3 clusters Score -853101.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -853194.062500 Penalty: 4362.308105
	Iteration 28Q: 3 clusters Score -853194.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -853297.000000 Penalty: 4362.308105
	Iteration 29Q: 3 clusters Score -853297 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -853394.812500 Penalty: 4362.308105
	Iteration 30Q: 3 clusters Score -853394.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -853467.062500 Penalty: 4362.308105
	Iteration 31Q: 3 clusters Score -853467.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -853522.562500 Penalty: 4362.308105
	Iteration 32Q: 3 clusters Score -853522.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -853575.812500 Penalty: 4362.308105
	Iteration 33Q: 3 clusters Score -853575.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -853624.375000 Penalty: 4362.308105
	Iteration 34Q: 3 clusters Score -853624.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -853659.250000 Penalty: 4362.308105
	Iteration 35Q: 3 clusters Score -853659.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -853685.187500 Penalty: 4362.308105
	Iteration 36Q: 3 clusters Score -853685.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -853701.625000 Penalty: 4362.308105
	Iteration 37Q: 3 clusters Score -853701.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -853714.937500 Penalty: 4362.308105
	Iteration 38Q: 3 clusters Score -853714.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -853721.625000 Penalty: 4362.308105
	Iteration 39Q: 3 clusters Score -853721.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -853725.812500 Penalty: 4362.308105
	Iteration 40F: 3 clusters Score -853725.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -853729.812500 Penalty: 4362.308105
	Iteration 41Q: 3 clusters Score -853729.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -853734.000000 Penalty: 4362.308105
	Iteration 42Q: 3 clusters Score -853734 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -853739.562500 Penalty: 4362.308105
	Iteration 43Q: 3 clusters Score -853739.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -853746.187500 Penalty: 4362.308105
	Iteration 44Q: 3 clusters Score -853746.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -853753.937500 Penalty: 4362.308105
	Iteration 45Q: 3 clusters Score -853753.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -853763.937500 Penalty: 4362.308105
	Iteration 46Q: 3 clusters Score -853763.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -853772.250000 Penalty: 4362.308105
	Iteration 47Q: 3 clusters Score -853772.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -853789.562500 Penalty: 4362.308105
	Iteration 48Q: 3 clusters Score -853789.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -853812.625000 Penalty: 4362.308105
	Iteration 49Q: 3 clusters Score -853812.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -853836.375000 Penalty: 4362.308105
	Iteration 50Q: 3 clusters Score -853836.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -853858.750000 Penalty: 4362.308105
	Iteration 51Q: 3 clusters Score -853858.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -853883.000000 Penalty: 4362.308105
	Iteration 52Q: 3 clusters Score -853883 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -853922.125000 Penalty: 4362.308105
	Iteration 53Q: 3 clusters Score -853922.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -853979.312500 Penalty: 4362.308105
	Iteration 54Q: 3 clusters Score -853979.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -854023.375000 Penalty: 4362.308105
	Iteration 55Q: 3 clusters Score -854023.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -854061.187500 Penalty: 4362.308105
	Iteration 56Q: 3 clusters Score -854061.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -854083.687500 Penalty: 4362.308105
	Iteration 57Q: 3 clusters Score -854083.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -854098.625000 Penalty: 4362.308105
	Iteration 58Q: 3 clusters Score -854098.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -854112.125000 Penalty: 4362.308105
	Iteration 59Q: 3 clusters Score -854112.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -854121.812500 Penalty: 4362.308105
	Iteration 60F: 3 clusters Score -854121.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -854131.687500 Penalty: 4362.308105
	Iteration 61Q: 3 clusters Score -854131.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -854137.437500 Penalty: 4362.308105
	Iteration 62Q: 3 clusters Score -854137.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -854146.375000 Penalty: 4362.308105
	Iteration 63Q: 3 clusters Score -854146.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -854147.750000 Penalty: 4362.308105
	Iteration 64Q: 3 clusters Score -854147.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -854149.875000 Penalty: 4362.308105
	Iteration 65Q: 3 clusters Score -854149.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -854150.125000 Penalty: 4362.308105
	Iteration 66Q: 3 clusters Score -854150.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -854150.687500 Penalty: 4362.308105
	Iteration 67Q: 3 clusters Score -854150.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -854151.500000 Penalty: 4362.308105
	Iteration 68Q: 3 clusters Score -854151.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -854152.562500 Penalty: 4362.308105
	Iteration 69Q: 3 clusters Score -854152.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -854153.500000 Penalty: 4362.308105
	Iteration 70Q: 3 clusters Score -854153.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -854154.500000 Penalty: 4362.308105
	Iteration 71Q: 3 clusters Score -854154.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -854155.062500 Penalty: 4362.308105
	Iteration 72Q: 3 clusters Score -854155.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -854154.062500 Penalty: 4362.308105
	Iteration 73Q: 3 clusters Score -854154.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -854154.187500 Penalty: 4362.308105
	Iteration 74Q: 3 clusters Score -854154.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -854155.187500 Penalty: 4362.308105
	Iteration 75Q: 3 clusters Score -854155.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -854156.625000 Penalty: 4362.308105
	Iteration 76Q: 3 clusters Score -854156.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -854156.625000 Penalty: 4362.308105
	Iteration 77F: 3 clusters Score -854156.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (18638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18638 members 
Entering Unmasked Estep 
Score: -2380401.000000 Penalty: 2438.573730
	Iteration 0F: 2 clusters Score -2380401 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -2367153.500000 Penalty: 4877.147461
	Iteration 0F: 3 clusters Score -2367154 nChanged 8063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9106 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -2371493.750000 Penalty: 4877.147461
	Iteration 1F: 3 clusters Score -2371494 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -2371894.000000 Penalty: 4877.147461
	Iteration 2F: 3 clusters Score -2371894 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 9913 members 
Entering Unmasked Estep 
Score: -2372281.750000 Penalty: 4877.147461
	Iteration 3Q: 3 clusters Score -2372282 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 10276 members 
Entering Unmasked Estep 
Score: -2372681.250000 Penalty: 4877.147461
	Iteration 4Q: 3 clusters Score -2372681 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 10767 members 
Entering Unmasked Estep 
Score: -2373103.500000 Penalty: 4877.147461
	Iteration 5Q: 3 clusters Score -2373104 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 11379 members 
Entering Unmasked Estep 
Score: -2373570.750000 Penalty: 4877.147461
	Iteration 6F: 3 clusters Score -2373571 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 12123 members 
Entering Unmasked Estep 
Score: -2374133.250000 Penalty: 4877.147461
	Iteration 7F: 3 clusters Score -2374133 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 12957 members 
Entering Unmasked Estep 
Score: -2374774.750000 Penalty: 4877.147461
	Iteration 8F: 3 clusters Score -2374775 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 13839 members 
Entering Unmasked Estep 
Score: -2375504.750000 Penalty: 4877.147461
	Iteration 9F: 3 clusters Score -2375505 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 14666 members 
Entering Unmasked Estep 
Score: -2376238.750000 Penalty: 4877.147461
	Iteration 10Q: 3 clusters Score -2376239 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 15363 members 
Entering Unmasked Estep 
Score: -2376852.750000 Penalty: 4877.147461
	Iteration 11Q: 3 clusters Score -2376853 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 15869 members 
Entering Unmasked Estep 
Score: -2377282.500000 Penalty: 4877.147461
	Iteration 12Q: 3 clusters Score -2377282 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 16227 members 
Entering Unmasked Estep 
Score: -2377585.000000 Penalty: 4877.147461
	Iteration 13Q: 3 clusters Score -2377585 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 16491 members 
Entering Unmasked Estep 
Score: -2377781.750000 Penalty: 4877.147461
	Iteration 14Q: 3 clusters Score -2377782 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 16690 members 
Entering Unmasked Estep 
Score: -2377928.250000 Penalty: 4877.147461
	Iteration 15Q: 3 clusters Score -2377928 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 16847 members 
Entering Unmasked Estep 
Score: -2378013.000000 Penalty: 4877.147461
	Iteration 16Q: 3 clusters Score -2378013 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 16963 members 
Entering Unmasked Estep 
Score: -2378064.750000 Penalty: 4877.147461
	Iteration 17Q: 3 clusters Score -2378065 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 17060 members 
Entering Unmasked Estep 
Score: -2378117.500000 Penalty: 4877.147461
	Iteration 18Q: 3 clusters Score -2378118 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 17129 members 
Entering Unmasked Estep 
Score: -2378153.250000 Penalty: 4877.147461
	Iteration 19Q: 3 clusters Score -2378153 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 17186 members 
Entering Unmasked Estep 
Score: -2378174.000000 Penalty: 4877.147461
	Iteration 20F: 3 clusters Score -2378174 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 17240 members 
Entering Unmasked Estep 
Score: -2378199.250000 Penalty: 4877.147461
	Iteration 21Q: 3 clusters Score -2378199 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 17286 members 
Entering Unmasked Estep 
Score: -2378227.750000 Penalty: 4877.147461
	Iteration 22Q: 3 clusters Score -2378228 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 17330 members 
Entering Unmasked Estep 
Score: -2378251.000000 Penalty: 4877.147461
	Iteration 23Q: 3 clusters Score -2378251 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 17369 members 
Entering Unmasked Estep 
Score: -2378266.750000 Penalty: 4877.147461
	Iteration 24Q: 3 clusters Score -2378267 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 17399 members 
Entering Unmasked Estep 
Score: -2378282.000000 Penalty: 4877.147461
	Iteration 25Q: 3 clusters Score -2378282 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 17432 members 
Entering Unmasked Estep 
Score: -2378293.750000 Penalty: 4877.147461
	Iteration 26Q: 3 clusters Score -2378294 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 17464 members 
Entering Unmasked Estep 
Score: -2378313.250000 Penalty: 4877.147461
	Iteration 27Q: 3 clusters Score -2378313 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 17490 members 
Entering Unmasked Estep 
Score: -2378320.750000 Penalty: 4877.147461
	Iteration 28Q: 3 clusters Score -2378321 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 17516 members 
Entering Unmasked Estep 
Score: -2378336.000000 Penalty: 4877.147461
	Iteration 29Q: 3 clusters Score -2378336 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 17539 members 
Entering Unmasked Estep 
Score: -2378348.750000 Penalty: 4877.147461
	Iteration 30Q: 3 clusters Score -2378349 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 17559 members 
Entering Unmasked Estep 
Score: -2378361.250000 Penalty: 4877.147461
	Iteration 31Q: 3 clusters Score -2378361 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 17573 members 
Entering Unmasked Estep 
Score: -2378366.500000 Penalty: 4877.147461
	Iteration 32Q: 3 clusters Score -2378366 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 17593 members 
Entering Unmasked Estep 
Score: -2378377.750000 Penalty: 4877.147461
	Iteration 33Q: 3 clusters Score -2378378 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 17608 members 
Entering Unmasked Estep 
Score: -2378385.500000 Penalty: 4877.147461
	Iteration 34Q: 3 clusters Score -2378386 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 17624 members 
Entering Unmasked Estep 
Score: -2378394.750000 Penalty: 4877.147461
	Iteration 35Q: 3 clusters Score -2378395 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 17646 members 
Entering Unmasked Estep 
Score: -2378413.250000 Penalty: 4877.147461
	Iteration 36Q: 3 clusters Score -2378413 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 17659 members 
Entering Unmasked Estep 
Score: -2378424.250000 Penalty: 4877.147461
	Iteration 37Q: 3 clusters Score -2378424 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 17676 members 
Entering Unmasked Estep 
Score: -2378431.500000 Penalty: 4877.147461
	Iteration 38Q: 3 clusters Score -2378432 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 17689 members 
Entering Unmasked Estep 
Score: -2378436.500000 Penalty: 4877.147461
	Iteration 39Q: 3 clusters Score -2378436 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 17698 members 
Entering Unmasked Estep 
Score: -2378446.250000 Penalty: 4877.147461
	Iteration 40F: 3 clusters Score -2378446 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 17708 members 
Entering Unmasked Estep 
Score: -2378453.250000 Penalty: 4877.147461
	Iteration 41Q: 3 clusters Score -2378453 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 17718 members 
Entering Unmasked Estep 
Score: -2378452.750000 Penalty: 4877.147461
	Iteration 42Q: 3 clusters Score -2378453 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 17722 members 
Entering Unmasked Estep 
Score: -2378455.250000 Penalty: 4877.147461
	Iteration 43Q: 3 clusters Score -2378455 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 17724 members 
Entering Unmasked Estep 
Score: -2378456.750000 Penalty: 4877.147461
	Iteration 44Q: 3 clusters Score -2378457 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 17730 members 
Entering Unmasked Estep 
Score: -2378462.750000 Penalty: 4877.147461
	Iteration 45Q: 3 clusters Score -2378463 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 17734 members 
Entering Unmasked Estep 
Score: -2378465.500000 Penalty: 4877.147461
	Iteration 46Q: 3 clusters Score -2378466 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 17738 members 
Entering Unmasked Estep 
Score: -2378473.750000 Penalty: 4877.147461
	Iteration 47Q: 3 clusters Score -2378474 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 17737 members 
Entering Unmasked Estep 
Score: -2378475.000000 Penalty: 4877.147461
	Iteration 48Q: 3 clusters Score -2378475 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 17738 members 
Entering Unmasked Estep 
Score: -2378476.500000 Penalty: 4877.147461
	Iteration 49Q: 3 clusters Score -2378476 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 17739 members 
Entering Unmasked Estep 
Score: -2378477.250000 Penalty: 4877.147461
	Iteration 50Q: 3 clusters Score -2378477 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 17745 members 
Entering Unmasked Estep 
Score: -2378477.750000 Penalty: 4877.147461
	Iteration 51Q: 3 clusters Score -2378478 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 17752 members 
Entering Unmasked Estep 
Score: -2378485.750000 Penalty: 4877.147461
	Iteration 52Q: 3 clusters Score -2378486 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 17759 members 
Entering Unmasked Estep 
Score: -2378488.250000 Penalty: 4877.147461
	Iteration 53Q: 3 clusters Score -2378488 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 17764 members 
Entering Unmasked Estep 
Score: -2378487.250000 Penalty: 4877.147461
	Iteration 54Q: 3 clusters Score -2378487 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 17766 members 
Entering Unmasked Estep 
Score: -2378490.750000 Penalty: 4877.147461
	Iteration 55Q: 3 clusters Score -2378491 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 17769 members 
Entering Unmasked Estep 
Score: -2378492.000000 Penalty: 4877.147461
	Iteration 56Q: 3 clusters Score -2378492 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 17771 members 
Entering Unmasked Estep 
Score: -2378493.500000 Penalty: 4877.147461
	Iteration 57Q: 3 clusters Score -2378494 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 17773 members 
Entering Unmasked Estep 
Score: -2378498.000000 Penalty: 4877.147461
	Iteration 58Q: 3 clusters Score -2378498 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 17776 members 
Entering Unmasked Estep 
Score: -2378499.750000 Penalty: 4877.147461
	Iteration 59Q: 3 clusters Score -2378500 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 17779 members 
Entering Unmasked Estep 
Score: -2378503.250000 Penalty: 4877.147461
	Iteration 60F: 3 clusters Score -2378503 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 17782 members 
Entering Unmasked Estep 
Score: -2378501.250000 Penalty: 4877.147461
	Iteration 61Q: 3 clusters Score -2378501 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 17783 members 
Entering Unmasked Estep 
Score: -2378500.500000 Penalty: 4877.147461
	Iteration 62Q: 3 clusters Score -2378500 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 17783 members 
Entering Unmasked Estep 
Score: -2378500.500000 Penalty: 4877.147461
	Iteration 63F: 3 clusters Score -2378500 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Entering Unmasked Estep 
Score: -82249.960938 Penalty: 1693.788940
	Iteration 0F: 2 clusters Score -82249.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -80514.218750 Penalty: 3387.577881
	Iteration 0F: 3 clusters Score -80514.22 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -81470.609375 Penalty: 3387.577881
	Iteration 1F: 3 clusters Score -81470.61 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -82101.351562 Penalty: 3387.577881
	Iteration 2F: 3 clusters Score -82101.35 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -82794.679688 Penalty: 3387.577881
	Iteration 3F: 3 clusters Score -82794.68 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -83369.015625 Penalty: 3387.577881
	Iteration 4F: 3 clusters Score -83369.02 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -83814.398438 Penalty: 3387.577881
	Iteration 5F: 3 clusters Score -83814.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -84005.484375 Penalty: 3387.577881
	Iteration 6Q: 3 clusters Score -84005.48 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -84111.609375 Penalty: 3387.577881
	Iteration 7Q: 3 clusters Score -84111.61 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -84165.812500 Penalty: 3387.577881
	Iteration 8Q: 3 clusters Score -84165.81 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -84175.640625 Penalty: 3387.577881
	Iteration 9Q: 3 clusters Score -84175.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -84180.531250 Penalty: 3387.577881
	Iteration 10Q: 3 clusters Score -84180.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -84181.046875 Penalty: 3387.577881
	Iteration 11Q: 3 clusters Score -84181.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -84181.046875 Penalty: 3387.577881
	Iteration 12F: 3 clusters Score -84181.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 3660 members 
Mstep: Class 3 contains 4170 members 
Mstep: Class 4 contains 12190 members 
Mstep: Class 5 contains 2807 members 
Mstep: Class 6 contains 2852 members 
Mstep: Class 7 contains 2115 members 
Mstep: Class 8 contains 8206 members 
Mstep: Class 9 contains 181178 members 
Mstep: Class 10 contains 8447 members 
Mstep: Class 11 contains 4412 members 
Mstep: Class 12 contains 26056 members 
Mstep: Class 13 contains 3734 members 
Mstep: Class 14 contains 5566 members 
Mstep: Class 15 contains 202672 members 
Mstep: Class 16 contains 221892 members 
Mstep: Class 17 contains 21933 members 
Mstep: Class 18 contains 34214 members 
Mstep: Class 19 contains 300 members 
Mstep: Class 20 contains 4134 members 
Mstep: Class 21 contains 40742 members 
Mstep: Class 22 contains 40242 members 
Mstep: Class 23 contains 4410 members 
Mstep: Class 24 contains 11744 members 
Mstep: Class 25 contains 36958 members 
Mstep: Class 26 contains 34839 members 
Mstep: Class 27 contains 8441 members 
Mstep: Class 28 contains 24824 members 
Mstep: Class 29 contains 9416 members 
Mstep: Class 30 contains 25598 members 
Mstep: Class 31 contains 6601 members 
Mstep: Class 32 contains 18638 members 
Mstep: Class 33 contains 345 members 
Mstep: Class 34 contains 38599 members 
Mstep: Class 35 contains 65732 members 
Mstep: Class 36 contains 17782 members 
Mstep: Class 37 contains 10104 members 
Mstep: Class 38 contains 1863 members 
Mstep: Class 39 contains 3836 members 
Mstep: Class 40 contains 1835 members 
Mstep: Class 41 contains 6318 members 
Mstep: Class 42 contains 4141 members 
Mstep: Class 43 contains 469 members 
Mstep: Class 44 contains 2622 members 
Mstep: Class 45 contains 2281 members 
Mstep: Class 46 contains 11340 members 
Mstep: Class 47 contains 580 members 
Entering Unmasked Estep 
Score: -147418000.000000 Penalty: 163044.031250
Splitting cluster 33 changes total score from -147374656.000000 to -147418000.000000
So it's getting split into cluster 47.
Entering ConstructFrom: 
Trying to split cluster 34 (38599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38599 members 
Entering Unmasked Estep 
Score: -4870976.500000 Penalty: 2619.123535
	Iteration 0F: 2 clusters Score -4870976 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19308 members 
Mstep: Class 2 contains 19291 members 
Entering Unmasked Estep 
Score: -4844859.500000 Penalty: 5238.247070
	Iteration 0F: 3 clusters Score -4844860 nChanged 17697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19283 members 
Mstep: Class 2 contains 19316 members 
Entering Unmasked Estep 
Score: -4854896.000000 Penalty: 5238.247070
	Iteration 1F: 3 clusters Score -4854896 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19281 members 
Mstep: Class 2 contains 19318 members 
Entering Unmasked Estep 
Score: -4856233.000000 Penalty: 5238.247070
	Iteration 2F: 3 clusters Score -4856233 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19246 members 
Mstep: Class 2 contains 19353 members 
Entering Unmasked Estep 
Score: -4858381.000000 Penalty: 5238.247070
	Iteration 3F: 3 clusters Score -4858381 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18682 members 
Mstep: Class 2 contains 19917 members 
Entering Unmasked Estep 
Score: -4860822.000000 Penalty: 5238.247070
	Iteration 4F: 3 clusters Score -4860822 nChanged 2901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17327 members 
Mstep: Class 2 contains 21272 members 
Entering Unmasked Estep 
Score: -4863355.500000 Penalty: 5238.247070
	Iteration 5F: 3 clusters Score -4863356 nChanged 3187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15226 members 
Mstep: Class 2 contains 23373 members 
Entering Unmasked Estep 
Score: -4866401.500000 Penalty: 5238.247070
	Iteration 6F: 3 clusters Score -4866402 nChanged 3420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12626 members 
Mstep: Class 2 contains 25973 members 
Entering Unmasked Estep 
Score: -4869894.000000 Penalty: 5238.247070
	Iteration 7F: 3 clusters Score -4869894 nChanged 3014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10220 members 
Mstep: Class 2 contains 28379 members 
Entering Unmasked Estep 
Score: -4873072.000000 Penalty: 5238.247070
	Iteration 8F: 3 clusters Score -4873072 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 30010 members 
Entering Unmasked Estep 
Score: -4875549.000000 Penalty: 5238.247070
	Iteration 9F: 3 clusters Score -4875549 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 30811 members 
Entering Unmasked Estep 
Score: -4877344.500000 Penalty: 5238.247070
	Iteration 10Q: 3 clusters Score -4877344 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 30956 members 
Entering Unmasked Estep 
Score: -4878276.000000 Penalty: 5238.247070
	Iteration 11Q: 3 clusters Score -4878276 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 30802 members 
Entering Unmasked Estep 
Score: -4878868.000000 Penalty: 5238.247070
	Iteration 12Q: 3 clusters Score -4878868 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 30519 members 
Entering Unmasked Estep 
Score: -4879352.500000 Penalty: 5238.247070
	Iteration 13Q: 3 clusters Score -4879352 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8470 members 
Mstep: Class 2 contains 30129 members 
Entering Unmasked Estep 
Score: -4879725.000000 Penalty: 5238.247070
	Iteration 14Q: 3 clusters Score -4879725 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 29782 members 
Entering Unmasked Estep 
Score: -4879914.500000 Penalty: 5238.247070
	Iteration 15Q: 3 clusters Score -4879914 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 29488 members 
Entering Unmasked Estep 
Score: -4880028.500000 Penalty: 5238.247070
	Iteration 16Q: 3 clusters Score -4880028 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 29243 members 
Entering Unmasked Estep 
Score: -4880114.500000 Penalty: 5238.247070
	Iteration 17Q: 3 clusters Score -4880114 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 29046 members 
Entering Unmasked Estep 
Score: -4880156.500000 Penalty: 5238.247070
	Iteration 18Q: 3 clusters Score -4880156 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 28874 members 
Entering Unmasked Estep 
Score: -4880206.000000 Penalty: 5238.247070
	Iteration 19Q: 3 clusters Score -4880206 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9866 members 
Mstep: Class 2 contains 28733 members 
Entering Unmasked Estep 
Score: -4880231.000000 Penalty: 5238.247070
	Iteration 20F: 3 clusters Score -4880231 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 28624 members 
Entering Unmasked Estep 
Score: -4880253.000000 Penalty: 5238.247070
	Iteration 21Q: 3 clusters Score -4880253 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10063 members 
Mstep: Class 2 contains 28536 members 
Entering Unmasked Estep 
Score: -4880266.000000 Penalty: 5238.247070
	Iteration 22Q: 3 clusters Score -4880266 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10135 members 
Mstep: Class 2 contains 28464 members 
Entering Unmasked Estep 
Score: -4880262.500000 Penalty: 5238.247070
	Iteration 23Q: 3 clusters Score -4880262 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10189 members 
Mstep: Class 2 contains 28410 members 
Entering Unmasked Estep 
Score: -4880266.000000 Penalty: 5238.247070
	Iteration 24Q: 3 clusters Score -4880266 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10226 members 
Mstep: Class 2 contains 28373 members 
Entering Unmasked Estep 
Score: -4880277.500000 Penalty: 5238.247070
	Iteration 25Q: 3 clusters Score -4880278 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10268 members 
Mstep: Class 2 contains 28331 members 
Entering Unmasked Estep 
Score: -4880269.000000 Penalty: 5238.247070
	Iteration 26Q: 3 clusters Score -4880269 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10298 members 
Mstep: Class 2 contains 28301 members 
Entering Unmasked Estep 
Score: -4880273.500000 Penalty: 5238.247070
	Iteration 27Q: 3 clusters Score -4880274 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 28277 members 
Entering Unmasked Estep 
Score: -4880264.500000 Penalty: 5238.247070
	Iteration 28Q: 3 clusters Score -4880264 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10336 members 
Mstep: Class 2 contains 28263 members 
Entering Unmasked Estep 
Score: -4880265.500000 Penalty: 5238.247070
	Iteration 29Q: 3 clusters Score -4880266 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10346 members 
Mstep: Class 2 contains 28253 members 
Entering Unmasked Estep 
Score: -4880269.500000 Penalty: 5238.247070
	Iteration 30Q: 3 clusters Score -4880270 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10353 members 
Mstep: Class 2 contains 28246 members 
Entering Unmasked Estep 
Score: -4880273.500000 Penalty: 5238.247070
	Iteration 31Q: 3 clusters Score -4880274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10356 members 
Mstep: Class 2 contains 28243 members 
Entering Unmasked Estep 
Score: -4880277.000000 Penalty: 5238.247070
	Iteration 32Q: 3 clusters Score -4880277 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10357 members 
Mstep: Class 2 contains 28242 members 
Entering Unmasked Estep 
Score: -4880279.000000 Penalty: 5238.247070
	Iteration 33Q: 3 clusters Score -4880279 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10358 members 
Mstep: Class 2 contains 28241 members 
Entering Unmasked Estep 
Score: -4880276.000000 Penalty: 5238.247070
	Iteration 34Q: 3 clusters Score -4880276 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10361 members 
Mstep: Class 2 contains 28238 members 
Entering Unmasked Estep 
Score: -4880275.000000 Penalty: 5238.247070
	Iteration 35Q: 3 clusters Score -4880275 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10365 members 
Mstep: Class 2 contains 28234 members 
Entering Unmasked Estep 
Score: -4880278.000000 Penalty: 5238.247070
	Iteration 36Q: 3 clusters Score -4880278 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 28232 members 
Entering Unmasked Estep 
Score: -4880279.500000 Penalty: 5238.247070
	Iteration 37Q: 3 clusters Score -4880280 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 28232 members 
Entering Unmasked Estep 
Score: -4880279.500000 Penalty: 5238.247070
	Iteration 38F: 3 clusters Score -4880280 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 3660 members 
Mstep: Class 3 contains 4170 members 
Mstep: Class 4 contains 12190 members 
Mstep: Class 5 contains 2807 members 
Mstep: Class 6 contains 2852 members 
Mstep: Class 7 contains 2115 members 
Mstep: Class 8 contains 8206 members 
Mstep: Class 9 contains 181178 members 
Mstep: Class 10 contains 8447 members 
Mstep: Class 11 contains 4412 members 
Mstep: Class 12 contains 26056 members 
Mstep: Class 13 contains 3734 members 
Mstep: Class 14 contains 5566 members 
Mstep: Class 15 contains 202672 members 
Mstep: Class 16 contains 221892 members 
Mstep: Class 17 contains 21933 members 
Mstep: Class 18 contains 34214 members 
Mstep: Class 19 contains 300 members 
Mstep: Class 20 contains 4134 members 
Mstep: Class 21 contains 40742 members 
Mstep: Class 22 contains 40242 members 
Mstep: Class 23 contains 4410 members 
Mstep: Class 24 contains 11744 members 
Mstep: Class 25 contains 36958 members 
Mstep: Class 26 contains 34839 members 
Mstep: Class 27 contains 8441 members 
Mstep: Class 28 contains 24824 members 
Mstep: Class 29 contains 9416 members 
Mstep: Class 30 contains 25598 members 
Mstep: Class 31 contains 6601 members 
Mstep: Class 32 contains 18638 members 
Mstep: Class 33 contains 345 members 
Mstep: Class 34 contains 10367 members 
Mstep: Class 35 contains 65732 members 
Mstep: Class 36 contains 17782 members 
Mstep: Class 37 contains 10104 members 
Mstep: Class 38 contains 1863 members 
Mstep: Class 39 contains 3836 members 
Mstep: Class 40 contains 1835 members 
Mstep: Class 41 contains 6318 members 
Mstep: Class 42 contains 4141 members 
Mstep: Class 43 contains 469 members 
Mstep: Class 44 contains 2622 members 
Mstep: Class 45 contains 2281 members 
Mstep: Class 46 contains 11340 members 
Mstep: Class 47 contains 580 members 
Mstep: Class 48 contains 28232 members 
Entering Unmasked Estep 
Score: -147427040.000000 Penalty: 166513.046875
Splitting cluster 34 changes total score from -147374656.000000 to -147427040.000000
So it's getting split into cluster 48.
Entering ConstructFrom: 
Trying to split cluster 35 (65732 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65732 members 
Entering Unmasked Estep 
Score: -8342236.500000 Penalty: 2751.148438
	Iteration 0F: 2 clusters Score -8342236 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32984 members 
Mstep: Class 2 contains 32748 members 
Entering Unmasked Estep 
Score: -8297953.000000 Penalty: 5502.296875
	Iteration 0F: 3 clusters Score -8297953 nChanged 30714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34696 members 
Mstep: Class 2 contains 31036 members 
Entering Unmasked Estep 
Score: -8315535.000000 Penalty: 5502.296875
	Iteration 1F: 3 clusters Score -8315535 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35628 members 
Mstep: Class 2 contains 30104 members 
Entering Unmasked Estep 
Score: -8316512.500000 Penalty: 5502.296875
	Iteration 2Q: 3 clusters Score -8316512 nChanged 3055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37061 members 
Mstep: Class 2 contains 28671 members 
Entering Unmasked Estep 
Score: -8317716.000000 Penalty: 5502.296875
	Iteration 3Q: 3 clusters Score -8317716 nChanged 3264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38999 members 
Mstep: Class 2 contains 26733 members 
Entering Unmasked Estep 
Score: -8319182.000000 Penalty: 5502.296875
	Iteration 4Q: 3 clusters Score -8319182 nChanged 3478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41523 members 
Mstep: Class 2 contains 24209 members 
Entering Unmasked Estep 
Score: -8320954.000000 Penalty: 5502.296875
	Iteration 5F: 3 clusters Score -8320954 nChanged 3937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44748 members 
Mstep: Class 2 contains 20984 members 
Entering Unmasked Estep 
Score: -8323346.500000 Penalty: 5502.296875
	Iteration 6F: 3 clusters Score -8323346 nChanged 4336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48586 members 
Mstep: Class 2 contains 17146 members 
Entering Unmasked Estep 
Score: -8326583.500000 Penalty: 5502.296875
	Iteration 7F: 3 clusters Score -8326584 nChanged 4196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52482 members 
Mstep: Class 2 contains 13250 members 
Entering Unmasked Estep 
Score: -8330164.500000 Penalty: 5502.296875
	Iteration 8F: 3 clusters Score -8330164 nChanged 3487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55803 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -8333391.000000 Penalty: 5502.296875
	Iteration 9F: 3 clusters Score -8333391 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58179 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -8335728.000000 Penalty: 5502.296875
	Iteration 10Q: 3 clusters Score -8335728 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59798 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -8337115.500000 Penalty: 5502.296875
	Iteration 11Q: 3 clusters Score -8337116 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60918 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -8337947.000000 Penalty: 5502.296875
	Iteration 12Q: 3 clusters Score -8337947 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61741 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -8338499.500000 Penalty: 5502.296875
	Iteration 13Q: 3 clusters Score -8338500 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62402 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -8338942.000000 Penalty: 5502.296875
	Iteration 14Q: 3 clusters Score -8338942 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62894 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -8339215.000000 Penalty: 5502.296875
	Iteration 15Q: 3 clusters Score -8339215 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63281 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -8339418.500000 Penalty: 5502.296875
	Iteration 16Q: 3 clusters Score -8339418 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63580 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -8339555.000000 Penalty: 5502.296875
	Iteration 17Q: 3 clusters Score -8339555 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63805 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -8339632.000000 Penalty: 5502.296875
	Iteration 18Q: 3 clusters Score -8339632 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63978 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -8339725.500000 Penalty: 5502.296875
	Iteration 19Q: 3 clusters Score -8339726 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64114 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -8339776.500000 Penalty: 5502.296875
	Iteration 20F: 3 clusters Score -8339776 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64223 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -8339816.000000 Penalty: 5502.296875
	Iteration 21Q: 3 clusters Score -8339816 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64306 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -8339849.000000 Penalty: 5502.296875
	Iteration 22Q: 3 clusters Score -8339849 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64377 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -8339875.000000 Penalty: 5502.296875
	Iteration 23Q: 3 clusters Score -8339875 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64447 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -8339898.000000 Penalty: 5502.296875
	Iteration 24Q: 3 clusters Score -8339898 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64501 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -8339911.000000 Penalty: 5502.296875
	Iteration 25Q: 3 clusters Score -8339911 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64539 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -8339926.000000 Penalty: 5502.296875
	Iteration 26Q: 3 clusters Score -8339926 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64564 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -8339933.500000 Penalty: 5502.296875
	Iteration 27Q: 3 clusters Score -8339934 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64589 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -8339950.000000 Penalty: 5502.296875
	Iteration 28Q: 3 clusters Score -8339950 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64612 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -8339961.000000 Penalty: 5502.296875
	Iteration 29Q: 3 clusters Score -8339961 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64633 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -8339969.000000 Penalty: 5502.296875
	Iteration 30Q: 3 clusters Score -8339969 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64651 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -8339991.500000 Penalty: 5502.296875
	Iteration 31Q: 3 clusters Score -8339992 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64668 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -8339996.000000 Penalty: 5502.296875
	Iteration 32Q: 3 clusters Score -8339996 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64676 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -8339981.000000 Penalty: 5502.296875
	Iteration 33Q: 3 clusters Score -8339981 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64684 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -8339991.000000 Penalty: 5502.296875
	Iteration 34Q: 3 clusters Score -8339991 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64689 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -8340005.500000 Penalty: 5502.296875
	Iteration 35Q: 3 clusters Score -8340006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64691 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -8340005.500000 Penalty: 5502.296875
	Iteration 36Q: 3 clusters Score -8340006 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64695 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -8340001.500000 Penalty: 5502.296875
	Iteration 37Q: 3 clusters Score -8340002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64698 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -8340005.500000 Penalty: 5502.296875
	Iteration 38Q: 3 clusters Score -8340006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64700 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -8340005.500000 Penalty: 5502.296875
	Iteration 39Q: 3 clusters Score -8340006 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64700 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -8340005.500000 Penalty: 5502.296875
	Iteration 40F: 3 clusters Score -8340006 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 3660 members 
Mstep: Class 3 contains 4170 members 
Mstep: Class 4 contains 12190 members 
Mstep: Class 5 contains 2807 members 
Mstep: Class 6 contains 2852 members 
Mstep: Class 7 contains 2115 members 
Mstep: Class 8 contains 8206 members 
Mstep: Class 9 contains 181178 members 
Mstep: Class 10 contains 8447 members 
Mstep: Class 11 contains 4412 members 
Mstep: Class 12 contains 26056 members 
Mstep: Class 13 contains 3734 members 
Mstep: Class 14 contains 5566 members 
Mstep: Class 15 contains 202672 members 
Mstep: Class 16 contains 221892 members 
Mstep: Class 17 contains 21933 members 
Mstep: Class 18 contains 34214 members 
Mstep: Class 19 contains 300 members 
Mstep: Class 20 contains 4134 members 
Mstep: Class 21 contains 40742 members 
Mstep: Class 22 contains 40242 members 
Mstep: Class 23 contains 4410 members 
Mstep: Class 24 contains 11744 members 
Mstep: Class 25 contains 36958 members 
Mstep: Class 26 contains 34839 members 
Mstep: Class 27 contains 8441 members 
Mstep: Class 28 contains 24824 members 
Mstep: Class 29 contains 9416 members 
Mstep: Class 30 contains 25598 members 
Mstep: Class 31 contains 6601 members 
Mstep: Class 32 contains 18638 members 
Mstep: Class 33 contains 345 members 
Mstep: Class 34 contains 10367 members 
Mstep: Class 35 contains 65732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147435856.000000 Penalty: 166513.046875
Iteration 79Q: 49 clusters Score -1.474359e+08 nChanged 15029
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 3833 members 
Mstep: Class 3 contains 4164 members 
Mstep: Class 4 contains 12439 members 
Mstep: Class 5 contains 2766 members 
Mstep: Class 6 contains 2787 members 
Mstep: Class 7 contains 2102 members 
Mstep: Class 8 contains 8222 members 
Mstep: Class 9 contains 181312 members 
Mstep: Class 10 contains 8447 members 
Mstep: Class 11 contains 4448 members 
Mstep: Class 12 contains 25917 members 
Mstep: Class 13 contains 3870 members 
Mstep: Class 14 contains 5888 members 
Mstep: Class 15 contains 202981 members 
Mstep: Class 16 contains 221456 members 
Mstep: Class 17 contains 21998 members 
Mstep: Class 18 contains 34385 members 
Mstep: Class 19 contains 370 members 
Mstep: Class 20 contains 4191 members 
Mstep: Class 21 contains 40658 members 
Mstep: Class 22 contains 40315 members 
Mstep: Class 23 contains 4415 members 
Mstep: Class 24 contains 11784 members 
Mstep: Class 25 contains 37270 members 
Mstep: Class 26 contains 35341 members 
Mstep: Class 27 contains 8509 members 
Mstep: Class 28 contains 24940 members 
Mstep: Class 29 contains 9086 members 
Mstep: Class 30 contains 25582 members 
Mstep: Class 31 contains 6872 members 
Mstep: Class 32 contains 18709 members 
Mstep: Class 33 contains 364 members 
Mstep: Class 34 contains 10882 members 
Mstep: Class 35 contains 66092 members 
Mstep: Class 36 contains 17279 members 
Mstep: Class 37 contains 9537 members 
Mstep: Class 38 contains 1802 members 
Mstep: Class 39 contains 3679 members 
Mstep: Class 40 contains 1714 members 
Mstep: Class 41 contains 6282 members 
Mstep: Class 42 contains 4057 members 
Mstep: Class 43 contains 468 members 
Mstep: Class 44 contains 2545 members 
Mstep: Class 45 contains 2275 members 
Mstep: Class 46 contains 10513 members 
Mstep: Class 47 contains 547 members 
Mstep: Class 48 contains 27664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147446192.000000 Penalty: 166513.046875
Iteration 80F: 49 clusters Score -1.474462e+08 nChanged 12077
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 3882 members 
Mstep: Class 3 contains 4163 members 
Mstep: Class 4 contains 12258 members 
Mstep: Class 5 contains 2686 members 
Mstep: Class 6 contains 2720 members 
Mstep: Class 7 contains 2097 members 
Mstep: Class 8 contains 8157 members 
Mstep: Class 9 contains 181013 members 
Mstep: Class 10 contains 8421 members 
Mstep: Class 11 contains 4366 members 
Mstep: Class 12 contains 25785 members 
Mstep: Class 13 contains 3898 members 
Mstep: Class 14 contains 6050 members 
Mstep: Class 15 contains 203376 members 
Mstep: Class 16 contains 221064 members 
Mstep: Class 17 contains 21672 members 
Mstep: Class 18 contains 34194 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 4170 members 
Mstep: Class 21 contains 40071 members 
Mstep: Class 22 contains 40353 members 
Mstep: Class 23 contains 4412 members 
Mstep: Class 24 contains 11712 members 
Mstep: Class 25 contains 37180 members 
Mstep: Class 26 contains 35502 members 
Mstep: Class 27 contains 8338 members 
Mstep: Class 28 contains 25041 members 
Mstep: Class 29 contains 8874 members 
Mstep: Class 30 contains 25363 members 
Mstep: Class 31 contains 6904 members 
Mstep: Class 32 contains 18661 members 
Mstep: Class 33 contains 359 members 
Mstep: Class 34 contains 11071 members 
Mstep: Class 35 contains 65629 members 
Mstep: Class 36 contains 18147 members 
Mstep: Class 37 contains 9529 members 
Mstep: Class 38 contains 1870 members 
Mstep: Class 39 contains 3794 members 
Mstep: Class 40 contains 1900 members 
Mstep: Class 41 contains 6822 members 
Mstep: Class 42 contains 4429 members 
Mstep: Class 43 contains 489 members 
Mstep: Class 44 contains 2702 members 
Mstep: Class 45 contains 2273 members 
Mstep: Class 46 contains 10699 members 
Mstep: Class 47 contains 533 members 
Mstep: Class 48 contains 27657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147449616.000000 Penalty: 166513.046875
Iteration 81Q: 49 clusters Score -1.474496e+08 nChanged 7505
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 3958 members 
Mstep: Class 3 contains 4162 members 
Mstep: Class 4 contains 12192 members 
Mstep: Class 5 contains 2635 members 
Mstep: Class 6 contains 2687 members 
Mstep: Class 7 contains 2063 members 
Mstep: Class 8 contains 8134 members 
Mstep: Class 9 contains 180697 members 
Mstep: Class 10 contains 8433 members 
Mstep: Class 11 contains 4335 members 
Mstep: Class 12 contains 25687 members 
Mstep: Class 13 contains 3908 members 
Mstep: Class 14 contains 6164 members 
Mstep: Class 15 contains 203835 members 
Mstep: Class 16 contains 220695 members 
Mstep: Class 17 contains 21391 members 
Mstep: Class 18 contains 34063 members 
Mstep: Class 19 contains 401 members 
Mstep: Class 20 contains 4173 members 
Mstep: Class 21 contains 39646 members 
Mstep: Class 22 contains 40367 members 
Mstep: Class 23 contains 4407 members 
Mstep: Class 24 contains 11709 members 
Mstep: Class 25 contains 37140 members 
Mstep: Class 26 contains 35715 members 
Mstep: Class 27 contains 8202 members 
Mstep: Class 28 contains 25107 members 
Mstep: Class 29 contains 8728 members 
Mstep: Class 30 contains 25257 members 
Mstep: Class 31 contains 6950 members 
Mstep: Class 32 contains 18616 members 
Mstep: Class 33 contains 359 members 
Mstep: Class 34 contains 11213 members 
Mstep: Class 35 contains 65321 members 
Mstep: Class 36 contains 18702 members 
Mstep: Class 37 contains 9491 members 
Mstep: Class 38 contains 1905 members 
Mstep: Class 39 contains 3826 members 
Mstep: Class 40 contains 2014 members 
Mstep: Class 41 contains 7165 members 
Mstep: Class 42 contains 4682 members 
Mstep: Class 43 contains 501 members 
Mstep: Class 44 contains 2770 members 
Mstep: Class 45 contains 2273 members 
Mstep: Class 46 contains 10765 members 
Mstep: Class 47 contains 532 members 
Mstep: Class 48 contains 27619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147451440.000000 Penalty: 166513.046875
Iteration 82Q: 49 clusters Score -1.474514e+08 nChanged 5622
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 4015 members 
Mstep: Class 3 contains 4160 members 
Mstep: Class 4 contains 12142 members 
Mstep: Class 5 contains 2573 members 
Mstep: Class 6 contains 2660 members 
Mstep: Class 7 contains 2038 members 
Mstep: Class 8 contains 8109 members 
Mstep: Class 9 contains 180388 members 
Mstep: Class 10 contains 8451 members 
Mstep: Class 11 contains 4312 members 
Mstep: Class 12 contains 25612 members 
Mstep: Class 13 contains 3927 members 
Mstep: Class 14 contains 6250 members 
Mstep: Class 15 contains 204213 members 
Mstep: Class 16 contains 220406 members 
Mstep: Class 17 contains 21165 members 
Mstep: Class 18 contains 33957 members 
Mstep: Class 19 contains 406 members 
Mstep: Class 20 contains 4174 members 
Mstep: Class 21 contains 39315 members 
Mstep: Class 22 contains 40430 members 
Mstep: Class 23 contains 4410 members 
Mstep: Class 24 contains 11699 members 
Mstep: Class 25 contains 37091 members 
Mstep: Class 26 contains 35923 members 
Mstep: Class 27 contains 8079 members 
Mstep: Class 28 contains 25183 members 
Mstep: Class 29 contains 8652 members 
Mstep: Class 30 contains 25164 members 
Mstep: Class 31 contains 7017 members 
Mstep: Class 32 contains 18557 members 
Mstep: Class 33 contains 356 members 
Mstep: Class 34 contains 11329 members 
Mstep: Class 35 contains 65078 members 
Mstep: Class 36 contains 19127 members 
Mstep: Class 37 contains 9447 members 
Mstep: Class 38 contains 1937 members 
Mstep: Class 39 contains 3849 members 
Mstep: Class 40 contains 2088 members 
Mstep: Class 41 contains 7444 members 
Mstep: Class 42 contains 4884 members 
Mstep: Class 43 contains 509 members 
Mstep: Class 44 contains 2798 members 
Mstep: Class 45 contains 2273 members 
Mstep: Class 46 contains 10780 members 
Mstep: Class 47 contains 527 members 
Mstep: Class 48 contains 27610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147452352.000000 Penalty: 166513.046875
Iteration 83Q: 49 clusters Score -1.474524e+08 nChanged 4525
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 4067 members 
Mstep: Class 3 contains 4160 members 
Mstep: Class 4 contains 12125 members 
Mstep: Class 5 contains 2521 members 
Mstep: Class 6 contains 2640 members 
Mstep: Class 7 contains 2012 members 
Mstep: Class 8 contains 8085 members 
Mstep: Class 9 contains 180097 members 
Mstep: Class 10 contains 8450 members 
Mstep: Class 11 contains 4312 members 
Mstep: Class 12 contains 25546 members 
Mstep: Class 13 contains 3942 members 
Mstep: Class 14 contains 6311 members 
Mstep: Class 15 contains 204537 members 
Mstep: Class 16 contains 220159 members 
Mstep: Class 17 contains 20954 members 
Mstep: Class 18 contains 33907 members 
Mstep: Class 19 contains 412 members 
Mstep: Class 20 contains 4174 members 
Mstep: Class 21 contains 39005 members 
Mstep: Class 22 contains 40452 members 
Mstep: Class 23 contains 4415 members 
Mstep: Class 24 contains 11698 members 
Mstep: Class 25 contains 37050 members 
Mstep: Class 26 contains 36118 members 
Mstep: Class 27 contains 7978 members 
Mstep: Class 28 contains 25268 members 
Mstep: Class 29 contains 8567 members 
Mstep: Class 30 contains 25122 members 
Mstep: Class 31 contains 7081 members 
Mstep: Class 32 contains 18524 members 
Mstep: Class 33 contains 353 members 
Mstep: Class 34 contains 11395 members 
Mstep: Class 35 contains 64913 members 
Mstep: Class 36 contains 19458 members 
Mstep: Class 37 contains 9410 members 
Mstep: Class 38 contains 1963 members 
Mstep: Class 39 contains 3871 members 
Mstep: Class 40 contains 2153 members 
Mstep: Class 41 contains 7687 members 
Mstep: Class 42 contains 5057 members 
Mstep: Class 43 contains 515 members 
Mstep: Class 44 contains 2811 members 
Mstep: Class 45 contains 2273 members 
Mstep: Class 46 contains 10776 members 
Mstep: Class 47 contains 518 members 
Mstep: Class 48 contains 27596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147452400.000000 Penalty: 166513.046875
Iteration 84Q: 49 clusters Score -1.474524e+08 nChanged 3850
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 4117 members 
Mstep: Class 3 contains 4160 members 
Mstep: Class 4 contains 12124 members 
Mstep: Class 5 contains 2460 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 1989 members 
Mstep: Class 8 contains 8074 members 
Mstep: Class 9 contains 179862 members 
Mstep: Class 10 contains 8474 members 
Mstep: Class 11 contains 4292 members 
Mstep: Class 12 contains 25479 members 
Mstep: Class 13 contains 3974 members 
Mstep: Class 14 contains 6353 members 
Mstep: Class 15 contains 204827 members 
Mstep: Class 16 contains 219971 members 
Mstep: Class 17 contains 20772 members 
Mstep: Class 18 contains 33832 members 
Mstep: Class 19 contains 419 members 
Mstep: Class 20 contains 4173 members 
Mstep: Class 21 contains 38724 members 
Mstep: Class 22 contains 40468 members 
Mstep: Class 23 contains 4417 members 
Mstep: Class 24 contains 11706 members 
Mstep: Class 25 contains 36992 members 
Mstep: Class 26 contains 36256 members 
Mstep: Class 27 contains 7909 members 
Mstep: Class 28 contains 25336 members 
Mstep: Class 29 contains 8506 members 
Mstep: Class 30 contains 25126 members 
Mstep: Class 31 contains 7142 members 
Mstep: Class 32 contains 18492 members 
Mstep: Class 33 contains 352 members 
Mstep: Class 34 contains 11423 members 
Mstep: Class 35 contains 64763 members 
Mstep: Class 36 contains 19726 members 
Mstep: Class 37 contains 9387 members 
Mstep: Class 38 contains 1974 members 
Mstep: Class 39 contains 3878 members 
Mstep: Class 40 contains 2211 members 
Mstep: Class 41 contains 7925 members 
Mstep: Class 42 contains 5218 members 
Mstep: Class 43 contains 518 members 
Mstep: Class 44 contains 2817 members 
Mstep: Class 45 contains 2273 members 
Mstep: Class 46 contains 10772 members 
Mstep: Class 47 contains 513 members 
Mstep: Class 48 contains 27586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147453392.000000 Penalty: 166513.046875
Iteration 85Q: 49 clusters Score -1.474534e+08 nChanged 3329
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 4168 members 
Mstep: Class 3 contains 4160 members 
Mstep: Class 4 contains 12118 members 
Mstep: Class 5 contains 2426 members 
Mstep: Class 6 contains 2589 members 
Mstep: Class 7 contains 1967 members 
Mstep: Class 8 contains 8061 members 
Mstep: Class 9 contains 179667 members 
Mstep: Class 10 contains 8488 members 
Mstep: Class 11 contains 4292 members 
Mstep: Class 12 contains 25421 members 
Mstep: Class 13 contains 3999 members 
Mstep: Class 14 contains 6388 members 
Mstep: Class 15 contains 204996 members 
Mstep: Class 16 contains 219822 members 
Mstep: Class 17 contains 20636 members 
Mstep: Class 18 contains 33760 members 
Mstep: Class 19 contains 431 members 
Mstep: Class 20 contains 4174 members 
Mstep: Class 21 contains 38474 members 
Mstep: Class 22 contains 40507 members 
Mstep: Class 23 contains 4420 members 
Mstep: Class 24 contains 11721 members 
Mstep: Class 25 contains 36954 members 
Mstep: Class 26 contains 36373 members 
Mstep: Class 27 contains 7841 members 
Mstep: Class 28 contains 25392 members 
Mstep: Class 29 contains 8462 members 
Mstep: Class 30 contains 25100 members 
Mstep: Class 31 contains 7175 members 
Mstep: Class 32 contains 18453 members 
Mstep: Class 33 contains 349 members 
Mstep: Class 34 contains 11437 members 
Mstep: Class 35 contains 64639 members 
Mstep: Class 36 contains 19971 members 
Mstep: Class 37 contains 9349 members 
Mstep: Class 38 contains 1977 members 
Mstep: Class 39 contains 3884 members 
Mstep: Class 40 contains 2273 members 
Mstep: Class 41 contains 8165 members 
Mstep: Class 42 contains 5356 members 
Mstep: Class 43 contains 519 members 
Mstep: Class 44 contains 2824 members 
Mstep: Class 45 contains 2277 members 
Mstep: Class 46 contains 10762 members 
Mstep: Class 47 contains 503 members 
Mstep: Class 48 contains 27590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147453888.000000 Penalty: 166513.046875
Iteration 86Q: 49 clusters Score -1.474539e+08 nChanged 2939
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 4222 members 
Mstep: Class 3 contains 4160 members 
Mstep: Class 4 contains 12115 members 
Mstep: Class 5 contains 2389 members 
Mstep: Class 6 contains 2580 members 
Mstep: Class 7 contains 1948 members 
Mstep: Class 8 contains 8046 members 
Mstep: Class 9 contains 179481 members 
Mstep: Class 10 contains 8491 members 
Mstep: Class 11 contains 4286 members 
Mstep: Class 12 contains 25360 members 
Mstep: Class 13 contains 4016 members 
Mstep: Class 14 contains 6407 members 
Mstep: Class 15 contains 205124 members 
Mstep: Class 16 contains 219707 members 
Mstep: Class 17 contains 20499 members 
Mstep: Class 18 contains 33710 members 
Mstep: Class 19 contains 436 members 
Mstep: Class 20 contains 4175 members 
Mstep: Class 21 contains 38220 members 
Mstep: Class 22 contains 40553 members 
Mstep: Class 23 contains 4421 members 
Mstep: Class 24 contains 11725 members 
Mstep: Class 25 contains 36930 members 
Mstep: Class 26 contains 36473 members 
Mstep: Class 27 contains 7754 members 
Mstep: Class 28 contains 25451 members 
Mstep: Class 29 contains 8431 members 
Mstep: Class 30 contains 25137 members 
Mstep: Class 31 contains 7195 members 
Mstep: Class 32 contains 18438 members 
Mstep: Class 33 contains 345 members 
Mstep: Class 34 contains 11471 members 
Mstep: Class 35 contains 64557 members 
Mstep: Class 36 contains 20214 members 
Mstep: Class 37 contains 9300 members 
Mstep: Class 38 contains 1980 members 
Mstep: Class 39 contains 3888 members 
Mstep: Class 40 contains 2312 members 
Mstep: Class 41 contains 8369 members 
Mstep: Class 42 contains 5484 members 
Mstep: Class 43 contains 521 members 
Mstep: Class 44 contains 2829 members 
Mstep: Class 45 contains 2288 members 
Mstep: Class 46 contains 10741 members 
Mstep: Class 47 contains 502 members 
Mstep: Class 48 contains 27592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147454304.000000 Penalty: 166513.046875
Iteration 87Q: 49 clusters Score -1.474543e+08 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 4271 members 
Mstep: Class 3 contains 4160 members 
Mstep: Class 4 contains 12104 members 
Mstep: Class 5 contains 2352 members 
Mstep: Class 6 contains 2569 members 
Mstep: Class 7 contains 1940 members 
Mstep: Class 8 contains 8038 members 
Mstep: Class 9 contains 179350 members 
Mstep: Class 10 contains 8513 members 
Mstep: Class 11 contains 4289 members 
Mstep: Class 12 contains 25287 members 
Mstep: Class 13 contains 4030 members 
Mstep: Class 14 contains 6424 members 
Mstep: Class 15 contains 205318 members 
Mstep: Class 16 contains 219589 members 
Mstep: Class 17 contains 20360 members 
Mstep: Class 18 contains 33681 members 
Mstep: Class 19 contains 436 members 
Mstep: Class 20 contains 4176 members 
Mstep: Class 21 contains 37954 members 
Mstep: Class 22 contains 40592 members 
Mstep: Class 23 contains 4424 members 
Mstep: Class 24 contains 11723 members 
Mstep: Class 25 contains 36920 members 
Mstep: Class 26 contains 36556 members 
Mstep: Class 27 contains 7668 members 
Mstep: Class 28 contains 25510 members 
Mstep: Class 29 contains 8402 members 
Mstep: Class 30 contains 25170 members 
Mstep: Class 31 contains 7210 members 
Mstep: Class 32 contains 18428 members 
Mstep: Class 33 contains 342 members 
Mstep: Class 34 contains 11491 members 
Mstep: Class 35 contains 64496 members 
Mstep: Class 36 contains 20448 members 
Mstep: Class 37 contains 9244 members 
Mstep: Class 38 contains 1985 members 
Mstep: Class 39 contains 3886 members 
Mstep: Class 40 contains 2343 members 
Mstep: Class 41 contains 8535 members 
Mstep: Class 42 contains 5558 members 
Mstep: Class 43 contains 522 members 
Mstep: Class 44 contains 2833 members 
Mstep: Class 45 contains 2293 members 
Mstep: Class 46 contains 10728 members 
Mstep: Class 47 contains 505 members 
Mstep: Class 48 contains 27591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147454528.000000 Penalty: 166513.046875
Iteration 88Q: 49 clusters Score -1.474545e+08 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 4332 members 
Mstep: Class 3 contains 4160 members 
Mstep: Class 4 contains 12106 members 
Mstep: Class 5 contains 2325 members 
Mstep: Class 6 contains 2566 members 
Mstep: Class 7 contains 1926 members 
Mstep: Class 8 contains 8026 members 
Mstep: Class 9 contains 179223 members 
Mstep: Class 10 contains 8522 members 
Mstep: Class 11 contains 4297 members 
Mstep: Class 12 contains 25223 members 
Mstep: Class 13 contains 4035 members 
Mstep: Class 14 contains 6438 members 
Mstep: Class 15 contains 205497 members 
Mstep: Class 16 contains 219466 members 
Mstep: Class 17 contains 20226 members 
Mstep: Class 18 contains 33672 members 
Mstep: Class 19 contains 436 members 
Mstep: Class 20 contains 4181 members 
Mstep: Class 21 contains 37723 members 
Mstep: Class 22 contains 40603 members 
Mstep: Class 23 contains 4424 members 
Mstep: Class 24 contains 11727 members 
Mstep: Class 25 contains 36922 members 
Mstep: Class 26 contains 36630 members 
Mstep: Class 27 contains 7595 members 
Mstep: Class 28 contains 25560 members 
Mstep: Class 29 contains 8376 members 
Mstep: Class 30 contains 25180 members 
Mstep: Class 31 contains 7223 members 
Mstep: Class 32 contains 18411 members 
Mstep: Class 33 contains 339 members 
Mstep: Class 34 contains 11498 members 
Mstep: Class 35 contains 64465 members 
Mstep: Class 36 contains 20647 members 
Mstep: Class 37 contains 9191 members 
Mstep: Class 38 contains 1991 members 
Mstep: Class 39 contains 3888 members 
Mstep: Class 40 contains 2370 members 
Mstep: Class 41 contains 8683 members 
Mstep: Class 42 contains 5612 members 
Mstep: Class 43 contains 523 members 
Mstep: Class 44 contains 2834 members 
Mstep: Class 45 contains 2297 members 
Mstep: Class 46 contains 10731 members 
Mstep: Class 47 contains 507 members 
Mstep: Class 48 contains 27596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147454640.000000 Penalty: 166513.046875
Iteration 89Q: 49 clusters Score -1.474546e+08 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 4380 members 
Mstep: Class 3 contains 4160 members 
Mstep: Class 4 contains 12107 members 
Mstep: Class 5 contains 2301 members 
Mstep: Class 6 contains 2565 members 
Mstep: Class 7 contains 1919 members 
Mstep: Class 8 contains 8021 members 
Mstep: Class 9 contains 179120 members 
Mstep: Class 10 contains 8534 members 
Mstep: Class 11 contains 4288 members 
Mstep: Class 12 contains 25164 members 
Mstep: Class 13 contains 4039 members 
Mstep: Class 14 contains 6443 members 
Mstep: Class 15 contains 205627 members 
Mstep: Class 16 contains 219338 members 
Mstep: Class 17 contains 20087 members 
Mstep: Class 18 contains 33679 members 
Mstep: Class 19 contains 437 members 
Mstep: Class 20 contains 4181 members 
Mstep: Class 21 contains 37526 members 
Mstep: Class 22 contains 40616 members 
Mstep: Class 23 contains 4426 members 
Mstep: Class 24 contains 11723 members 
Mstep: Class 25 contains 36909 members 
Mstep: Class 26 contains 36700 members 
Mstep: Class 27 contains 7552 members 
Mstep: Class 28 contains 25599 members 
Mstep: Class 29 contains 8351 members 
Mstep: Class 30 contains 25205 members 
Mstep: Class 31 contains 7241 members 
Mstep: Class 32 contains 18400 members 
Mstep: Class 33 contains 338 members 
Mstep: Class 34 contains 11512 members 
Mstep: Class 35 contains 64457 members 
Mstep: Class 36 contains 20822 members 
Mstep: Class 37 contains 9123 members 
Mstep: Class 38 contains 1999 members 
Mstep: Class 39 contains 3894 members 
Mstep: Class 40 contains 2398 members 
Mstep: Class 41 contains 8833 members 
Mstep: Class 42 contains 5667 members 
Mstep: Class 43 contains 523 members 
Mstep: Class 44 contains 2834 members 
Mstep: Class 45 contains 2299 members 
Mstep: Class 46 contains 10731 members 
Mstep: Class 47 contains 508 members 
Mstep: Class 48 contains 27600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147454496.000000 Penalty: 166513.046875
Iteration 90Q: 49 clusters Score -1.474545e+08 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 4449 members 
Mstep: Class 3 contains 4160 members 
Mstep: Class 4 contains 12114 members 
Mstep: Class 5 contains 2291 members 
Mstep: Class 6 contains 2565 members 
Mstep: Class 7 contains 1916 members 
Mstep: Class 8 contains 8023 members 
Mstep: Class 9 contains 179026 members 
Mstep: Class 10 contains 8540 members 
Mstep: Class 11 contains 4289 members 
Mstep: Class 12 contains 25113 members 
Mstep: Class 13 contains 4041 members 
Mstep: Class 14 contains 6452 members 
Mstep: Class 15 contains 205771 members 
Mstep: Class 16 contains 219224 members 
Mstep: Class 17 contains 19986 members 
Mstep: Class 18 contains 33649 members 
Mstep: Class 19 contains 437 members 
Mstep: Class 20 contains 4179 members 
Mstep: Class 21 contains 37294 members 
Mstep: Class 22 contains 40641 members 
Mstep: Class 23 contains 4429 members 
Mstep: Class 24 contains 11731 members 
Mstep: Class 25 contains 36902 members 
Mstep: Class 26 contains 36760 members 
Mstep: Class 27 contains 7514 members 
Mstep: Class 28 contains 25633 members 
Mstep: Class 29 contains 8328 members 
Mstep: Class 30 contains 25224 members 
Mstep: Class 31 contains 7244 members 
Mstep: Class 32 contains 18382 members 
Mstep: Class 33 contains 338 members 
Mstep: Class 34 contains 11526 members 
Mstep: Class 35 contains 64430 members 
Mstep: Class 36 contains 20997 members 
Mstep: Class 37 contains 9047 members 
Mstep: Class 38 contains 1994 members 
Mstep: Class 39 contains 3900 members 
Mstep: Class 40 contains 2424 members 
Mstep: Class 41 contains 8976 members 
Mstep: Class 42 contains 5726 members 
Mstep: Class 43 contains 523 members 
Mstep: Class 44 contains 2833 members 
Mstep: Class 45 contains 2299 members 
Mstep: Class 46 contains 10728 members 
Mstep: Class 47 contains 508 members 
Mstep: Class 48 contains 27598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147454432.000000 Penalty: 166513.046875
Iteration 91Q: 49 clusters Score -1.474544e+08 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 4519 members 
Mstep: Class 3 contains 4160 members 
Mstep: Class 4 contains 12113 members 
Mstep: Class 5 contains 2289 members 
Mstep: Class 6 contains 2562 members 
Mstep: Class 7 contains 1920 members 
Mstep: Class 8 contains 8027 members 
Mstep: Class 9 contains 178914 members 
Mstep: Class 10 contains 8539 members 
Mstep: Class 11 contains 4288 members 
Mstep: Class 12 contains 25075 members 
Mstep: Class 13 contains 4047 members 
Mstep: Class 14 contains 6464 members 
Mstep: Class 15 contains 205864 members 
Mstep: Class 16 contains 219135 members 
Mstep: Class 17 contains 19905 members 
Mstep: Class 18 contains 33611 members 
Mstep: Class 19 contains 437 members 
Mstep: Class 20 contains 4177 members 
Mstep: Class 21 contains 37056 members 
Mstep: Class 22 contains 40668 members 
Mstep: Class 23 contains 4430 members 
Mstep: Class 24 contains 11728 members 
Mstep: Class 25 contains 36899 members 
Mstep: Class 26 contains 36818 members 
Mstep: Class 27 contains 7498 members 
Mstep: Class 28 contains 25653 members 
Mstep: Class 29 contains 8315 members 
Mstep: Class 30 contains 25251 members 
Mstep: Class 31 contains 7237 members 
Mstep: Class 32 contains 18363 members 
Mstep: Class 33 contains 338 members 
Mstep: Class 34 contains 11544 members 
Mstep: Class 35 contains 64422 members 
Mstep: Class 36 contains 21141 members 
Mstep: Class 37 contains 8962 members 
Mstep: Class 38 contains 1994 members 
Mstep: Class 39 contains 3901 members 
Mstep: Class 40 contains 2449 members 
Mstep: Class 41 contains 9145 members 
Mstep: Class 42 contains 5789 members 
Mstep: Class 43 contains 523 members 
Mstep: Class 44 contains 2832 members 
Mstep: Class 45 contains 2298 members 
Mstep: Class 46 contains 10726 members 
Mstep: Class 47 contains 508 members 
Mstep: Class 48 contains 27596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147454928.000000 Penalty: 166513.046875
Iteration 92Q: 49 clusters Score -1.474549e+08 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 4597 members 
Mstep: Class 3 contains 4160 members 
Mstep: Class 4 contains 12121 members 
Mstep: Class 5 contains 2280 members 
Mstep: Class 6 contains 2559 members 
Mstep: Class 7 contains 1915 members 
Mstep: Class 8 contains 8025 members 
Mstep: Class 9 contains 178810 members 
Mstep: Class 10 contains 8543 members 
Mstep: Class 11 contains 4294 members 
Mstep: Class 12 contains 25036 members 
Mstep: Class 13 contains 4054 members 
Mstep: Class 14 contains 6469 members 
Mstep: Class 15 contains 205967 members 
Mstep: Class 16 contains 219076 members 
Mstep: Class 17 contains 19824 members 
Mstep: Class 18 contains 33592 members 
Mstep: Class 19 contains 438 members 
Mstep: Class 20 contains 4175 members 
Mstep: Class 21 contains 36813 members 
Mstep: Class 22 contains 40689 members 
Mstep: Class 23 contains 4431 members 
Mstep: Class 24 contains 11727 members 
Mstep: Class 25 contains 36892 members 
Mstep: Class 26 contains 36868 members 
Mstep: Class 27 contains 7479 members 
Mstep: Class 28 contains 25681 members 
Mstep: Class 29 contains 8305 members 
Mstep: Class 30 contains 25253 members 
Mstep: Class 31 contains 7242 members 
Mstep: Class 32 contains 18351 members 
Mstep: Class 33 contains 338 members 
Mstep: Class 34 contains 11555 members 
Mstep: Class 35 contains 64398 members 
Mstep: Class 36 contains 21294 members 
Mstep: Class 37 contains 8871 members 
Mstep: Class 38 contains 1999 members 
Mstep: Class 39 contains 3903 members 
Mstep: Class 40 contains 2474 members 
Mstep: Class 41 contains 9300 members 
Mstep: Class 42 contains 5836 members 
Mstep: Class 43 contains 523 members 
Mstep: Class 44 contains 2832 members 
Mstep: Class 45 contains 2298 members 
Mstep: Class 46 contains 10723 members 
Mstep: Class 47 contains 508 members 
Mstep: Class 48 contains 27599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147455328.000000 Penalty: 166513.046875
Iteration 93Q: 49 clusters Score -1.474553e+08 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 4696 members 
Mstep: Class 3 contains 4160 members 
Mstep: Class 4 contains 12123 members 
Mstep: Class 5 contains 2275 members 
Mstep: Class 6 contains 2558 members 
Mstep: Class 7 contains 1911 members 
Mstep: Class 8 contains 8025 members 
Mstep: Class 9 contains 178729 members 
Mstep: Class 10 contains 8552 members 
Mstep: Class 11 contains 4292 members 
Mstep: Class 12 contains 24997 members 
Mstep: Class 13 contains 4056 members 
Mstep: Class 14 contains 6476 members 
Mstep: Class 15 contains 206053 members 
Mstep: Class 16 contains 219021 members 
Mstep: Class 17 contains 19751 members 
Mstep: Class 18 contains 33554 members 
Mstep: Class 19 contains 438 members 
Mstep: Class 20 contains 4175 members 
Mstep: Class 21 contains 36586 members 
Mstep: Class 22 contains 40690 members 
Mstep: Class 23 contains 4433 members 
Mstep: Class 24 contains 11727 members 
Mstep: Class 25 contains 36885 members 
Mstep: Class 26 contains 36902 members 
Mstep: Class 27 contains 7469 members 
Mstep: Class 28 contains 25707 members 
Mstep: Class 29 contains 8301 members 
Mstep: Class 30 contains 25272 members 
Mstep: Class 31 contains 7248 members 
Mstep: Class 32 contains 18355 members 
Mstep: Class 33 contains 338 members 
Mstep: Class 34 contains 11573 members 
Mstep: Class 35 contains 64373 members 
Mstep: Class 36 contains 21446 members 
Mstep: Class 37 contains 8764 members 
Mstep: Class 38 contains 2002 members 
Mstep: Class 39 contains 3907 members 
Mstep: Class 40 contains 2500 members 
Mstep: Class 41 contains 9440 members 
Mstep: Class 42 contains 5882 members 
Mstep: Class 43 contains 523 members 
Mstep: Class 44 contains 2831 members 
Mstep: Class 45 contains 2299 members 
Mstep: Class 46 contains 10714 members 
Mstep: Class 47 contains 508 members 
Mstep: Class 48 contains 27593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147455488.000000 Penalty: 166513.046875
Iteration 94Q: 49 clusters Score -1.474555e+08 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 4802 members 
Mstep: Class 3 contains 4160 members 
Mstep: Class 4 contains 12126 members 
Mstep: Class 5 contains 2263 members 
Mstep: Class 6 contains 2558 members 
Mstep: Class 7 contains 1911 members 
Mstep: Class 8 contains 8024 members 
Mstep: Class 9 contains 178662 members 
Mstep: Class 10 contains 8555 members 
Mstep: Class 11 contains 4293 members 
Mstep: Class 12 contains 24953 members 
Mstep: Class 13 contains 4056 members 
Mstep: Class 14 contains 6483 members 
Mstep: Class 15 contains 206119 members 
Mstep: Class 16 contains 218967 members 
Mstep: Class 17 contains 19679 members 
Mstep: Class 18 contains 33521 members 
Mstep: Class 19 contains 438 members 
Mstep: Class 20 contains 4176 members 
Mstep: Class 21 contains 36394 members 
Mstep: Class 22 contains 40705 members 
Mstep: Class 23 contains 4434 members 
Mstep: Class 24 contains 11735 members 
Mstep: Class 25 contains 36879 members 
Mstep: Class 26 contains 36930 members 
Mstep: Class 27 contains 7449 members 
Mstep: Class 28 contains 25734 members 
Mstep: Class 29 contains 8297 members 
Mstep: Class 30 contains 25270 members 
Mstep: Class 31 contains 7241 members 
Mstep: Class 32 contains 18359 members 
Mstep: Class 33 contains 338 members 
Mstep: Class 34 contains 11588 members 
Mstep: Class 35 contains 64350 members 
Mstep: Class 36 contains 21601 members 
Mstep: Class 37 contains 8634 members 
Mstep: Class 38 contains 1995 members 
Mstep: Class 39 contains 3912 members 
Mstep: Class 40 contains 2532 members 
Mstep: Class 41 contains 9593 members 
Mstep: Class 42 contains 5940 members 
Mstep: Class 43 contains 522 members 
Mstep: Class 44 contains 2831 members 
Mstep: Class 45 contains 2299 members 
Mstep: Class 46 contains 10707 members 
Mstep: Class 47 contains 507 members 
Mstep: Class 48 contains 27587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147455376.000000 Penalty: 166513.046875
Iteration 95Q: 49 clusters Score -1.474554e+08 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 4903 members 
Mstep: Class 3 contains 4160 members 
Mstep: Class 4 contains 12123 members 
Mstep: Class 5 contains 2251 members 
Mstep: Class 6 contains 2558 members 
Mstep: Class 7 contains 1909 members 
Mstep: Class 8 contains 8028 members 
Mstep: Class 9 contains 178597 members 
Mstep: Class 10 contains 8546 members 
Mstep: Class 11 contains 4294 members 
Mstep: Class 12 contains 24906 members 
Mstep: Class 13 contains 4057 members 
Mstep: Class 14 contains 6488 members 
Mstep: Class 15 contains 206177 members 
Mstep: Class 16 contains 218900 members 
Mstep: Class 17 contains 19616 members 
Mstep: Class 18 contains 33500 members 
Mstep: Class 19 contains 440 members 
Mstep: Class 20 contains 4176 members 
Mstep: Class 21 contains 36188 members 
Mstep: Class 22 contains 40722 members 
Mstep: Class 23 contains 4436 members 
Mstep: Class 24 contains 11729 members 
Mstep: Class 25 contains 36878 members 
Mstep: Class 26 contains 36948 members 
Mstep: Class 27 contains 7436 members 
Mstep: Class 28 contains 25758 members 
Mstep: Class 29 contains 8290 members 
Mstep: Class 30 contains 25280 members 
Mstep: Class 31 contains 7247 members 
Mstep: Class 32 contains 18359 members 
Mstep: Class 33 contains 338 members 
Mstep: Class 34 contains 11595 members 
Mstep: Class 35 contains 64321 members 
Mstep: Class 36 contains 21777 members 
Mstep: Class 37 contains 8526 members 
Mstep: Class 38 contains 2002 members 
Mstep: Class 39 contains 3913 members 
Mstep: Class 40 contains 2569 members 
Mstep: Class 41 contains 9732 members 
Mstep: Class 42 contains 5984 members 
Mstep: Class 43 contains 522 members 
Mstep: Class 44 contains 2833 members 
Mstep: Class 45 contains 2299 members 
Mstep: Class 46 contains 10699 members 
Mstep: Class 47 contains 506 members 
Mstep: Class 48 contains 27582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147456096.000000 Penalty: 166513.046875
Iteration 96Q: 49 clusters Score -1.474561e+08 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 5011 members 
Mstep: Class 3 contains 4160 members 
Mstep: Class 4 contains 12124 members 
Mstep: Class 5 contains 2235 members 
Mstep: Class 6 contains 2558 members 
Mstep: Class 7 contains 1910 members 
Mstep: Class 8 contains 8023 members 
Mstep: Class 9 contains 178529 members 
Mstep: Class 10 contains 8552 members 
Mstep: Class 11 contains 4298 members 
Mstep: Class 12 contains 24859 members 
Mstep: Class 13 contains 4058 members 
Mstep: Class 14 contains 6493 members 
Mstep: Class 15 contains 206221 members 
Mstep: Class 16 contains 218859 members 
Mstep: Class 17 contains 19561 members 
Mstep: Class 18 contains 33468 members 
Mstep: Class 19 contains 440 members 
Mstep: Class 20 contains 4176 members 
Mstep: Class 21 contains 35976 members 
Mstep: Class 22 contains 40736 members 
Mstep: Class 23 contains 4437 members 
Mstep: Class 24 contains 11731 members 
Mstep: Class 25 contains 36899 members 
Mstep: Class 26 contains 36984 members 
Mstep: Class 27 contains 7413 members 
Mstep: Class 28 contains 25772 members 
Mstep: Class 29 contains 8283 members 
Mstep: Class 30 contains 25271 members 
Mstep: Class 31 contains 7241 members 
Mstep: Class 32 contains 18360 members 
Mstep: Class 33 contains 338 members 
Mstep: Class 34 contains 11598 members 
Mstep: Class 35 contains 64305 members 
Mstep: Class 36 contains 21971 members 
Mstep: Class 37 contains 8412 members 
Mstep: Class 38 contains 2000 members 
Mstep: Class 39 contains 3915 members 
Mstep: Class 40 contains 2595 members 
Mstep: Class 41 contains 9865 members 
Mstep: Class 42 contains 6029 members 
Mstep: Class 43 contains 522 members 
Mstep: Class 44 contains 2833 members 
Mstep: Class 45 contains 2298 members 
Mstep: Class 46 contains 10690 members 
Mstep: Class 47 contains 506 members 
Mstep: Class 48 contains 27581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147456560.000000 Penalty: 166513.046875
Iteration 97Q: 49 clusters Score -1.474566e+08 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 5102 members 
Mstep: Class 3 contains 4160 members 
Mstep: Class 4 contains 12131 members 
Mstep: Class 5 contains 2230 members 
Mstep: Class 6 contains 2558 members 
Mstep: Class 7 contains 1912 members 
Mstep: Class 8 contains 8021 members 
Mstep: Class 9 contains 178470 members 
Mstep: Class 10 contains 8551 members 
Mstep: Class 11 contains 4303 members 
Mstep: Class 12 contains 24821 members 
Mstep: Class 13 contains 4062 members 
Mstep: Class 14 contains 6499 members 
Mstep: Class 15 contains 206242 members 
Mstep: Class 16 contains 218829 members 
Mstep: Class 17 contains 19509 members 
Mstep: Class 18 contains 33441 members 
Mstep: Class 19 contains 440 members 
Mstep: Class 20 contains 4175 members 
Mstep: Class 21 contains 35770 members 
Mstep: Class 22 contains 40748 members 
Mstep: Class 23 contains 4439 members 
Mstep: Class 24 contains 11729 members 
Mstep: Class 25 contains 36917 members 
Mstep: Class 26 contains 37012 members 
Mstep: Class 27 contains 7402 members 
Mstep: Class 28 contains 25783 members 
Mstep: Class 29 contains 8282 members 
Mstep: Class 30 contains 25253 members 
Mstep: Class 31 contains 7234 members 
Mstep: Class 32 contains 18338 members 
Mstep: Class 33 contains 338 members 
Mstep: Class 34 contains 11604 members 
Mstep: Class 35 contains 64306 members 
Mstep: Class 36 contains 22153 members 
Mstep: Class 37 contains 8288 members 
Mstep: Class 38 contains 2000 members 
Mstep: Class 39 contains 3916 members 
Mstep: Class 40 contains 2619 members 
Mstep: Class 41 contains 10002 members 
Mstep: Class 42 contains 6065 members 
Mstep: Class 43 contains 522 members 
Mstep: Class 44 contains 2834 members 
Mstep: Class 45 contains 2298 members 
Mstep: Class 46 contains 10690 members 
Mstep: Class 47 contains 506 members 
Mstep: Class 48 contains 27581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147456736.000000 Penalty: 166513.046875
Iteration 98Q: 49 clusters Score -1.474567e+08 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 5199 members 
Mstep: Class 3 contains 4160 members 
Mstep: Class 4 contains 12134 members 
Mstep: Class 5 contains 2232 members 
Mstep: Class 6 contains 2558 members 
Mstep: Class 7 contains 1913 members 
Mstep: Class 8 contains 8015 members 
Mstep: Class 9 contains 178418 members 
Mstep: Class 10 contains 8554 members 
Mstep: Class 11 contains 4303 members 
Mstep: Class 12 contains 24779 members 
Mstep: Class 13 contains 4064 members 
Mstep: Class 14 contains 6508 members 
Mstep: Class 15 contains 206247 members 
Mstep: Class 16 contains 218802 members 
Mstep: Class 17 contains 19455 members 
Mstep: Class 18 contains 33422 members 
Mstep: Class 19 contains 440 members 
Mstep: Class 20 contains 4174 members 
Mstep: Class 21 contains 35529 members 
Mstep: Class 22 contains 40763 members 
Mstep: Class 23 contains 4443 members 
Mstep: Class 24 contains 11726 members 
Mstep: Class 25 contains 36942 members 
Mstep: Class 26 contains 37028 members 
Mstep: Class 27 contains 7387 members 
Mstep: Class 28 contains 25790 members 
Mstep: Class 29 contains 8281 members 
Mstep: Class 30 contains 25259 members 
Mstep: Class 31 contains 7242 members 
Mstep: Class 32 contains 18333 members 
Mstep: Class 33 contains 338 members 
Mstep: Class 34 contains 11609 members 
Mstep: Class 35 contains 64306 members 
Mstep: Class 36 contains 22323 members 
Mstep: Class 37 contains 8177 members 
Mstep: Class 38 contains 2001 members 
Mstep: Class 39 contains 3915 members 
Mstep: Class 40 contains 2638 members 
Mstep: Class 41 contains 10147 members 
Mstep: Class 42 contains 6099 members 
Mstep: Class 43 contains 522 members 
Mstep: Class 44 contains 2835 members 
Mstep: Class 45 contains 2299 members 
Mstep: Class 46 contains 10686 members 
Mstep: Class 47 contains 506 members 
Mstep: Class 48 contains 27574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147456432.000000 Penalty: 166513.046875
Iteration 99Q: 49 clusters Score -1.474564e+08 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 5293 members 
Mstep: Class 3 contains 4160 members 
Mstep: Class 4 contains 12139 members 
Mstep: Class 5 contains 2238 members 
Mstep: Class 6 contains 2558 members 
Mstep: Class 7 contains 1911 members 
Mstep: Class 8 contains 8015 members 
Mstep: Class 9 contains 178373 members 
Mstep: Class 10 contains 8554 members 
Mstep: Class 11 contains 4303 members 
Mstep: Class 12 contains 24745 members 
Mstep: Class 13 contains 4066 members 
Mstep: Class 14 contains 6517 members 
Mstep: Class 15 contains 206224 members 
Mstep: Class 16 contains 218772 members 
Mstep: Class 17 contains 19403 members 
Mstep: Class 18 contains 33401 members 
Mstep: Class 19 contains 441 members 
Mstep: Class 20 contains 4174 members 
Mstep: Class 21 contains 35310 members 
Mstep: Class 22 contains 40762 members 
Mstep: Class 23 contains 4446 members 
Mstep: Class 24 contains 11730 members 
Mstep: Class 25 contains 36956 members 
Mstep: Class 26 contains 37039 members 
Mstep: Class 27 contains 7377 members 
Mstep: Class 28 contains 25800 members 
Mstep: Class 29 contains 8279 members 
Mstep: Class 30 contains 25272 members 
Mstep: Class 31 contains 7255 members 
Mstep: Class 32 contains 18324 members 
Mstep: Class 33 contains 338 members 
Mstep: Class 34 contains 11608 members 
Mstep: Class 35 contains 64310 members 
Mstep: Class 36 contains 22485 members 
Mstep: Class 37 contains 8093 members 
Mstep: Class 38 contains 1998 members 
Mstep: Class 39 contains 3920 members 
Mstep: Class 40 contains 2652 members 
Mstep: Class 41 contains 10273 members 
Mstep: Class 42 contains 6140 members 
Mstep: Class 43 contains 522 members 
Mstep: Class 44 contains 2835 members 
Mstep: Class 45 contains 2299 members 
Mstep: Class 46 contains 10680 members 
Mstep: Class 47 contains 506 members 
Mstep: Class 48 contains 27572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147457280.000000 Penalty: 166513.046875
Iteration 100F: 49 clusters Score -1.474573e+08 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 5416 members 
Mstep: Class 3 contains 4160 members 
Mstep: Class 4 contains 12137 members 
Mstep: Class 5 contains 2241 members 
Mstep: Class 6 contains 2558 members 
Mstep: Class 7 contains 1911 members 
Mstep: Class 8 contains 8014 members 
Mstep: Class 9 contains 178325 members 
Mstep: Class 10 contains 8553 members 
Mstep: Class 11 contains 4294 members 
Mstep: Class 12 contains 24721 members 
Mstep: Class 13 contains 4069 members 
Mstep: Class 14 contains 6529 members 
Mstep: Class 15 contains 206170 members 
Mstep: Class 16 contains 218758 members 
Mstep: Class 17 contains 19364 members 
Mstep: Class 18 contains 33369 members 
Mstep: Class 19 contains 434 members 
Mstep: Class 20 contains 4174 members 
Mstep: Class 21 contains 35106 members 
Mstep: Class 22 contains 40779 members 
Mstep: Class 23 contains 4447 members 
Mstep: Class 24 contains 11737 members 
Mstep: Class 25 contains 36967 members 
Mstep: Class 26 contains 37053 members 
Mstep: Class 27 contains 7362 members 
Mstep: Class 28 contains 25808 members 
Mstep: Class 29 contains 8269 members 
Mstep: Class 30 contains 25259 members 
Mstep: Class 31 contains 7261 members 
Mstep: Class 32 contains 18313 members 
Mstep: Class 33 contains 338 members 
Mstep: Class 34 contains 11606 members 
Mstep: Class 35 contains 64302 members 
Mstep: Class 36 contains 22631 members 
Mstep: Class 37 contains 8007 members 
Mstep: Class 38 contains 1997 members 
Mstep: Class 39 contains 3929 members 
Mstep: Class 40 contains 2690 members 
Mstep: Class 41 contains 10418 members 
Mstep: Class 42 contains 6172 members 
Mstep: Class 43 contains 523 members 
Mstep: Class 44 contains 2835 members 
Mstep: Class 45 contains 2299 members 
Mstep: Class 46 contains 10674 members 
Mstep: Class 47 contains 506 members 
Mstep: Class 48 contains 27571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147457408.000000 Penalty: 166513.046875
Iteration 101Q: 49 clusters Score -1.474574e+08 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 5540 members 
Mstep: Class 3 contains 4160 members 
Mstep: Class 4 contains 12140 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 2556 members 
Mstep: Class 7 contains 1911 members 
Mstep: Class 8 contains 8015 members 
Mstep: Class 9 contains 178279 members 
Mstep: Class 10 contains 8547 members 
Mstep: Class 11 contains 4290 members 
Mstep: Class 12 contains 24703 members 
Mstep: Class 13 contains 4073 members 
Mstep: Class 14 contains 6541 members 
Mstep: Class 15 contains 206129 members 
Mstep: Class 16 contains 218736 members 
Mstep: Class 17 contains 19312 members 
Mstep: Class 18 contains 33340 members 
Mstep: Class 19 contains 436 members 
Mstep: Class 20 contains 4175 members 
Mstep: Class 21 contains 34924 members 
Mstep: Class 22 contains 40778 members 
Mstep: Class 23 contains 4447 members 
Mstep: Class 24 contains 11728 members 
Mstep: Class 25 contains 36976 members 
Mstep: Class 26 contains 37058 members 
Mstep: Class 27 contains 7353 members 
Mstep: Class 28 contains 25802 members 
Mstep: Class 29 contains 8258 members 
Mstep: Class 30 contains 25269 members 
Mstep: Class 31 contains 7275 members 
Mstep: Class 32 contains 18303 members 
Mstep: Class 33 contains 338 members 
Mstep: Class 34 contains 11608 members 
Mstep: Class 35 contains 64292 members 
Mstep: Class 36 contains 22755 members 
Mstep: Class 37 contains 7933 members 
Mstep: Class 38 contains 2005 members 
Mstep: Class 39 contains 3927 members 
Mstep: Class 40 contains 2716 members 
Mstep: Class 41 contains 10564 members 
Mstep: Class 42 contains 6204 members 
Mstep: Class 43 contains 525 members 
Mstep: Class 44 contains 2834 members 
Mstep: Class 45 contains 2298 members 
Mstep: Class 46 contains 10669 members 
Mstep: Class 47 contains 504 members 
Mstep: Class 48 contains 27570 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147457952.000000 Penalty: 166513.046875
Iteration 102Q: 49 clusters Score -1.47458e+08 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 5660 members 
Mstep: Class 3 contains 4160 members 
Mstep: Class 4 contains 12144 members 
Mstep: Class 5 contains 2260 members 
Mstep: Class 6 contains 2553 members 
Mstep: Class 7 contains 1900 members 
Mstep: Class 8 contains 8012 members 
Mstep: Class 9 contains 178227 members 
Mstep: Class 10 contains 8544 members 
Mstep: Class 11 contains 4288 members 
Mstep: Class 12 contains 24677 members 
Mstep: Class 13 contains 4077 members 
Mstep: Class 14 contains 6545 members 
Mstep: Class 15 contains 206085 members 
Mstep: Class 16 contains 218714 members 
Mstep: Class 17 contains 19274 members 
Mstep: Class 18 contains 33299 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 4176 members 
Mstep: Class 21 contains 34718 members 
Mstep: Class 22 contains 40790 members 
Mstep: Class 23 contains 4447 members 
Mstep: Class 24 contains 11733 members 
Mstep: Class 25 contains 37003 members 
Mstep: Class 26 contains 37065 members 
Mstep: Class 27 contains 7343 members 
Mstep: Class 28 contains 25807 members 
Mstep: Class 29 contains 8247 members 
Mstep: Class 30 contains 25281 members 
Mstep: Class 31 contains 7275 members 
Mstep: Class 32 contains 18299 members 
Mstep: Class 33 contains 337 members 
Mstep: Class 34 contains 11608 members 
Mstep: Class 35 contains 64300 members 
Mstep: Class 36 contains 22877 members 
Mstep: Class 37 contains 7862 members 
Mstep: Class 38 contains 1999 members 
Mstep: Class 39 contains 3925 members 
Mstep: Class 40 contains 2735 members 
Mstep: Class 41 contains 10722 members 
Mstep: Class 42 contains 6232 members 
Mstep: Class 43 contains 526 members 
Mstep: Class 44 contains 2834 members 
Mstep: Class 45 contains 2298 members 
Mstep: Class 46 contains 10669 members 
Mstep: Class 47 contains 504 members 
Mstep: Class 48 contains 27565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147457872.000000 Penalty: 166513.046875
Iteration 103Q: 49 clusters Score -1.474579e+08 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 5784 members 
Mstep: Class 3 contains 4160 members 
Mstep: Class 4 contains 12138 members 
Mstep: Class 5 contains 2267 members 
Mstep: Class 6 contains 2551 members 
Mstep: Class 7 contains 1896 members 
Mstep: Class 8 contains 8019 members 
Mstep: Class 9 contains 178200 members 
Mstep: Class 10 contains 8544 members 
Mstep: Class 11 contains 4283 members 
Mstep: Class 12 contains 24651 members 
Mstep: Class 13 contains 4082 members 
Mstep: Class 14 contains 6548 members 
Mstep: Class 15 contains 206039 members 
Mstep: Class 16 contains 218696 members 
Mstep: Class 17 contains 19234 members 
Mstep: Class 18 contains 33270 members 
Mstep: Class 19 contains 456 members 
Mstep: Class 20 contains 4178 members 
Mstep: Class 21 contains 34495 members 
Mstep: Class 22 contains 40801 members 
Mstep: Class 23 contains 4446 members 
Mstep: Class 24 contains 11733 members 
Mstep: Class 25 contains 37030 members 
Mstep: Class 26 contains 37073 members 
Mstep: Class 27 contains 7321 members 
Mstep: Class 28 contains 25816 members 
Mstep: Class 29 contains 8239 members 
Mstep: Class 30 contains 25293 members 
Mstep: Class 31 contains 7261 members 
Mstep: Class 32 contains 18284 members 
Mstep: Class 33 contains 337 members 
Mstep: Class 34 contains 11617 members 
Mstep: Class 35 contains 64294 members 
Mstep: Class 36 contains 23022 members 
Mstep: Class 37 contains 7795 members 
Mstep: Class 38 contains 1996 members 
Mstep: Class 39 contains 3923 members 
Mstep: Class 40 contains 2747 members 
Mstep: Class 41 contains 10871 members 
Mstep: Class 42 contains 6253 members 
Mstep: Class 43 contains 527 members 
Mstep: Class 44 contains 2834 members 
Mstep: Class 45 contains 2298 members 
Mstep: Class 46 contains 10672 members 
Mstep: Class 47 contains 502 members 
Mstep: Class 48 contains 27560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147458528.000000 Penalty: 166513.046875
Iteration 104Q: 49 clusters Score -1.474585e+08 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 5879 members 
Mstep: Class 3 contains 4160 members 
Mstep: Class 4 contains 12142 members 
Mstep: Class 5 contains 2277 members 
Mstep: Class 6 contains 2550 members 
Mstep: Class 7 contains 1898 members 
Mstep: Class 8 contains 8026 members 
Mstep: Class 9 contains 178172 members 
Mstep: Class 10 contains 8539 members 
Mstep: Class 11 contains 4284 members 
Mstep: Class 12 contains 24620 members 
Mstep: Class 13 contains 4086 members 
Mstep: Class 14 contains 6546 members 
Mstep: Class 15 contains 205977 members 
Mstep: Class 16 contains 218664 members 
Mstep: Class 17 contains 19188 members 
Mstep: Class 18 contains 33232 members 
Mstep: Class 19 contains 455 members 
Mstep: Class 20 contains 4181 members 
Mstep: Class 21 contains 34324 members 
Mstep: Class 22 contains 40806 members 
Mstep: Class 23 contains 4446 members 
Mstep: Class 24 contains 11734 members 
Mstep: Class 25 contains 37046 members 
Mstep: Class 26 contains 37078 members 
Mstep: Class 27 contains 7310 members 
Mstep: Class 28 contains 25814 members 
Mstep: Class 29 contains 8234 members 
Mstep: Class 30 contains 25306 members 
Mstep: Class 31 contains 7245 members 
Mstep: Class 32 contains 18258 members 
Mstep: Class 33 contains 337 members 
Mstep: Class 34 contains 11620 members 
Mstep: Class 35 contains 64297 members 
Mstep: Class 36 contains 23171 members 
Mstep: Class 37 contains 7748 members 
Mstep: Class 38 contains 1994 members 
Mstep: Class 39 contains 3924 members 
Mstep: Class 40 contains 2760 members 
Mstep: Class 41 contains 11019 members 
Mstep: Class 42 contains 6289 members 
Mstep: Class 43 contains 527 members 
Mstep: Class 44 contains 2835 members 
Mstep: Class 45 contains 2298 members 
Mstep: Class 46 contains 10675 members 
Mstep: Class 47 contains 502 members 
Mstep: Class 48 contains 27558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147459040.000000 Penalty: 166513.046875
Iteration 105Q: 49 clusters Score -1.47459e+08 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 5971 members 
Mstep: Class 3 contains 4160 members 
Mstep: Class 4 contains 12149 members 
Mstep: Class 5 contains 2286 members 
Mstep: Class 6 contains 2549 members 
Mstep: Class 7 contains 1898 members 
Mstep: Class 8 contains 8034 members 
Mstep: Class 9 contains 178155 members 
Mstep: Class 10 contains 8535 members 
Mstep: Class 11 contains 4280 members 
Mstep: Class 12 contains 24589 members 
Mstep: Class 13 contains 4089 members 
Mstep: Class 14 contains 6547 members 
Mstep: Class 15 contains 205917 members 
Mstep: Class 16 contains 218628 members 
Mstep: Class 17 contains 19152 members 
Mstep: Class 18 contains 33205 members 
Mstep: Class 19 contains 455 members 
Mstep: Class 20 contains 4181 members 
Mstep: Class 21 contains 34155 members 
Mstep: Class 22 contains 40824 members 
Mstep: Class 23 contains 4448 members 
Mstep: Class 24 contains 11728 members 
Mstep: Class 25 contains 37062 members 
Mstep: Class 26 contains 37088 members 
Mstep: Class 27 contains 7302 members 
Mstep: Class 28 contains 25813 members 
Mstep: Class 29 contains 8222 members 
Mstep: Class 30 contains 25314 members 
Mstep: Class 31 contains 7218 members 
Mstep: Class 32 contains 18241 members 
Mstep: Class 33 contains 337 members 
Mstep: Class 34 contains 11619 members 
Mstep: Class 35 contains 64297 members 
Mstep: Class 36 contains 23292 members 
Mstep: Class 37 contains 7701 members 
Mstep: Class 38 contains 2000 members 
Mstep: Class 39 contains 3927 members 
Mstep: Class 40 contains 2769 members 
Mstep: Class 41 contains 11175 members 
Mstep: Class 42 contains 6314 members 
Mstep: Class 43 contains 527 members 
Mstep: Class 44 contains 2836 members 
Mstep: Class 45 contains 2298 members 
Mstep: Class 46 contains 10677 members 
Mstep: Class 47 contains 502 members 
Mstep: Class 48 contains 27559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147458528.000000 Penalty: 166513.046875
Iteration 106Q: 49 clusters Score -1.474585e+08 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 6042 members 
Mstep: Class 3 contains 4160 members 
Mstep: Class 4 contains 12154 members 
Mstep: Class 5 contains 2293 members 
Mstep: Class 6 contains 2549 members 
Mstep: Class 7 contains 1899 members 
Mstep: Class 8 contains 8036 members 
Mstep: Class 9 contains 178136 members 
Mstep: Class 10 contains 8541 members 
Mstep: Class 11 contains 4273 members 
Mstep: Class 12 contains 24551 members 
Mstep: Class 13 contains 4092 members 
Mstep: Class 14 contains 6549 members 
Mstep: Class 15 contains 205843 members 
Mstep: Class 16 contains 218607 members 
Mstep: Class 17 contains 19115 members 
Mstep: Class 18 contains 33181 members 
Mstep: Class 19 contains 455 members 
Mstep: Class 20 contains 4181 members 
Mstep: Class 21 contains 33991 members 
Mstep: Class 22 contains 40824 members 
Mstep: Class 23 contains 4448 members 
Mstep: Class 24 contains 11732 members 
Mstep: Class 25 contains 37096 members 
Mstep: Class 26 contains 37093 members 
Mstep: Class 27 contains 7301 members 
Mstep: Class 28 contains 25808 members 
Mstep: Class 29 contains 8216 members 
Mstep: Class 30 contains 25316 members 
Mstep: Class 31 contains 7197 members 
Mstep: Class 32 contains 18230 members 
Mstep: Class 33 contains 337 members 
Mstep: Class 34 contains 11614 members 
Mstep: Class 35 contains 64297 members 
Mstep: Class 36 contains 23421 members 
Mstep: Class 37 contains 7671 members 
Mstep: Class 38 contains 1995 members 
Mstep: Class 39 contains 3930 members 
Mstep: Class 40 contains 2776 members 
Mstep: Class 41 contains 11334 members 
Mstep: Class 42 contains 6339 members 
Mstep: Class 43 contains 527 members 
Mstep: Class 44 contains 2836 members 
Mstep: Class 45 contains 2298 members 
Mstep: Class 46 contains 10680 members 
Mstep: Class 47 contains 502 members 
Mstep: Class 48 contains 27558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147458768.000000 Penalty: 166513.046875
Iteration 107Q: 49 clusters Score -1.474588e+08 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 6133 members 
Mstep: Class 3 contains 4160 members 
Mstep: Class 4 contains 12156 members 
Mstep: Class 5 contains 2303 members 
Mstep: Class 6 contains 2548 members 
Mstep: Class 7 contains 1895 members 
Mstep: Class 8 contains 8043 members 
Mstep: Class 9 contains 178115 members 
Mstep: Class 10 contains 8539 members 
Mstep: Class 11 contains 4266 members 
Mstep: Class 12 contains 24523 members 
Mstep: Class 13 contains 4096 members 
Mstep: Class 14 contains 6551 members 
Mstep: Class 15 contains 205795 members 
Mstep: Class 16 contains 218568 members 
Mstep: Class 17 contains 19070 members 
Mstep: Class 18 contains 33151 members 
Mstep: Class 19 contains 455 members 
Mstep: Class 20 contains 4182 members 
Mstep: Class 21 contains 33814 members 
Mstep: Class 22 contains 40825 members 
Mstep: Class 23 contains 4448 members 
Mstep: Class 24 contains 11731 members 
Mstep: Class 25 contains 37121 members 
Mstep: Class 26 contains 37098 members 
Mstep: Class 27 contains 7298 members 
Mstep: Class 28 contains 25805 members 
Mstep: Class 29 contains 8213 members 
Mstep: Class 30 contains 25324 members 
Mstep: Class 31 contains 7172 members 
Mstep: Class 32 contains 18225 members 
Mstep: Class 33 contains 337 members 
Mstep: Class 34 contains 11612 members 
Mstep: Class 35 contains 64301 members 
Mstep: Class 36 contains 23543 members 
Mstep: Class 37 contains 7642 members 
Mstep: Class 38 contains 1999 members 
Mstep: Class 39 contains 3934 members 
Mstep: Class 40 contains 2784 members 
Mstep: Class 41 contains 11477 members 
Mstep: Class 42 contains 6372 members 
Mstep: Class 43 contains 527 members 
Mstep: Class 44 contains 2836 members 
Mstep: Class 45 contains 2299 members 
Mstep: Class 46 contains 10674 members 
Mstep: Class 47 contains 502 members 
Mstep: Class 48 contains 27557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147458656.000000 Penalty: 166513.046875
Iteration 108Q: 49 clusters Score -1.474587e+08 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 6220 members 
Mstep: Class 3 contains 4160 members 
Mstep: Class 4 contains 12158 members 
Mstep: Class 5 contains 2307 members 
Mstep: Class 6 contains 2548 members 
Mstep: Class 7 contains 1893 members 
Mstep: Class 8 contains 8044 members 
Mstep: Class 9 contains 178091 members 
Mstep: Class 10 contains 8537 members 
Mstep: Class 11 contains 4261 members 
Mstep: Class 12 contains 24504 members 
Mstep: Class 13 contains 4100 members 
Mstep: Class 14 contains 6552 members 
Mstep: Class 15 contains 205716 members 
Mstep: Class 16 contains 218551 members 
Mstep: Class 17 contains 19026 members 
Mstep: Class 18 contains 33114 members 
Mstep: Class 19 contains 456 members 
Mstep: Class 20 contains 4181 members 
Mstep: Class 21 contains 33639 members 
Mstep: Class 22 contains 40825 members 
Mstep: Class 23 contains 4448 members 
Mstep: Class 24 contains 11734 members 
Mstep: Class 25 contains 37147 members 
Mstep: Class 26 contains 37102 members 
Mstep: Class 27 contains 7299 members 
Mstep: Class 28 contains 25812 members 
Mstep: Class 29 contains 8211 members 
Mstep: Class 30 contains 25323 members 
Mstep: Class 31 contains 7154 members 
Mstep: Class 32 contains 18222 members 
Mstep: Class 33 contains 337 members 
Mstep: Class 34 contains 11614 members 
Mstep: Class 35 contains 64281 members 
Mstep: Class 36 contains 23680 members 
Mstep: Class 37 contains 7600 members 
Mstep: Class 38 contains 1999 members 
Mstep: Class 39 contains 3938 members 
Mstep: Class 40 contains 2786 members 
Mstep: Class 41 contains 11651 members 
Mstep: Class 42 contains 6396 members 
Mstep: Class 43 contains 527 members 
Mstep: Class 44 contains 2839 members 
Mstep: Class 45 contains 2297 members 
Mstep: Class 46 contains 10676 members 
Mstep: Class 47 contains 502 members 
Mstep: Class 48 contains 27556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147458992.000000 Penalty: 166513.046875
Iteration 109Q: 49 clusters Score -1.47459e+08 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 6307 members 
Mstep: Class 3 contains 4160 members 
Mstep: Class 4 contains 12162 members 
Mstep: Class 5 contains 2314 members 
Mstep: Class 6 contains 2549 members 
Mstep: Class 7 contains 1896 members 
Mstep: Class 8 contains 8048 members 
Mstep: Class 9 contains 178085 members 
Mstep: Class 10 contains 8542 members 
Mstep: Class 11 contains 4260 members 
Mstep: Class 12 contains 24485 members 
Mstep: Class 13 contains 4100 members 
Mstep: Class 14 contains 6553 members 
Mstep: Class 15 contains 205642 members 
Mstep: Class 16 contains 218529 members 
Mstep: Class 17 contains 18997 members 
Mstep: Class 18 contains 33093 members 
Mstep: Class 19 contains 456 members 
Mstep: Class 20 contains 4179 members 
Mstep: Class 21 contains 33446 members 
Mstep: Class 22 contains 40814 members 
Mstep: Class 23 contains 4448 members 
Mstep: Class 24 contains 11733 members 
Mstep: Class 25 contains 37162 members 
Mstep: Class 26 contains 37102 members 
Mstep: Class 27 contains 7289 members 
Mstep: Class 28 contains 25818 members 
Mstep: Class 29 contains 8211 members 
Mstep: Class 30 contains 25329 members 
Mstep: Class 31 contains 7123 members 
Mstep: Class 32 contains 18213 members 
Mstep: Class 33 contains 337 members 
Mstep: Class 34 contains 11618 members 
Mstep: Class 35 contains 64273 members 
Mstep: Class 36 contains 23802 members 
Mstep: Class 37 contains 7563 members 
Mstep: Class 38 contains 1997 members 
Mstep: Class 39 contains 3942 members 
Mstep: Class 40 contains 2792 members 
Mstep: Class 41 contains 11830 members 
Mstep: Class 42 contains 6414 members 
Mstep: Class 43 contains 527 members 
Mstep: Class 44 contains 2840 members 
Mstep: Class 45 contains 2297 members 
Mstep: Class 46 contains 10674 members 
Mstep: Class 47 contains 502 members 
Mstep: Class 48 contains 27555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147458592.000000 Penalty: 166513.046875
Iteration 110Q: 49 clusters Score -1.474586e+08 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 6393 members 
Mstep: Class 3 contains 4160 members 
Mstep: Class 4 contains 12169 members 
Mstep: Class 5 contains 2326 members 
Mstep: Class 6 contains 2549 members 
Mstep: Class 7 contains 1894 members 
Mstep: Class 8 contains 8047 members 
Mstep: Class 9 contains 178078 members 
Mstep: Class 10 contains 8550 members 
Mstep: Class 11 contains 4260 members 
Mstep: Class 12 contains 24464 members 
Mstep: Class 13 contains 4100 members 
Mstep: Class 14 contains 6554 members 
Mstep: Class 15 contains 205577 members 
Mstep: Class 16 contains 218496 members 
Mstep: Class 17 contains 18973 members 
Mstep: Class 18 contains 33055 members 
Mstep: Class 19 contains 456 members 
Mstep: Class 20 contains 4179 members 
Mstep: Class 21 contains 33264 members 
Mstep: Class 22 contains 40814 members 
Mstep: Class 23 contains 4449 members 
Mstep: Class 24 contains 11738 members 
Mstep: Class 25 contains 37184 members 
Mstep: Class 26 contains 37100 members 
Mstep: Class 27 contains 7283 members 
Mstep: Class 28 contains 25824 members 
Mstep: Class 29 contains 8209 members 
Mstep: Class 30 contains 25334 members 
Mstep: Class 31 contains 7093 members 
Mstep: Class 32 contains 18206 members 
Mstep: Class 33 contains 337 members 
Mstep: Class 34 contains 11617 members 
Mstep: Class 35 contains 64256 members 
Mstep: Class 36 contains 23926 members 
Mstep: Class 37 contains 7532 members 
Mstep: Class 38 contains 1996 members 
Mstep: Class 39 contains 3945 members 
Mstep: Class 40 contains 2796 members 
Mstep: Class 41 contains 11998 members 
Mstep: Class 42 contains 6429 members 
Mstep: Class 43 contains 527 members 
Mstep: Class 44 contains 2841 members 
Mstep: Class 45 contains 2295 members 
Mstep: Class 46 contains 10671 members 
Mstep: Class 47 contains 502 members 
Mstep: Class 48 contains 27553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147459248.000000 Penalty: 166513.046875
Iteration 111Q: 49 clusters Score -1.474592e+08 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 6488 members 
Mstep: Class 3 contains 4160 members 
Mstep: Class 4 contains 12168 members 
Mstep: Class 5 contains 2337 members 
Mstep: Class 6 contains 2549 members 
Mstep: Class 7 contains 1894 members 
Mstep: Class 8 contains 8045 members 
Mstep: Class 9 contains 178079 members 
Mstep: Class 10 contains 8548 members 
Mstep: Class 11 contains 4256 members 
Mstep: Class 12 contains 24448 members 
Mstep: Class 13 contains 4100 members 
Mstep: Class 14 contains 6555 members 
Mstep: Class 15 contains 205532 members 
Mstep: Class 16 contains 218447 members 
Mstep: Class 17 contains 18942 members 
Mstep: Class 18 contains 33011 members 
Mstep: Class 19 contains 456 members 
Mstep: Class 20 contains 4179 members 
Mstep: Class 21 contains 33109 members 
Mstep: Class 22 contains 40797 members 
Mstep: Class 23 contains 4449 members 
Mstep: Class 24 contains 11737 members 
Mstep: Class 25 contains 37206 members 
Mstep: Class 26 contains 37103 members 
Mstep: Class 27 contains 7287 members 
Mstep: Class 28 contains 25827 members 
Mstep: Class 29 contains 8208 members 
Mstep: Class 30 contains 25338 members 
Mstep: Class 31 contains 7080 members 
Mstep: Class 32 contains 18198 members 
Mstep: Class 33 contains 337 members 
Mstep: Class 34 contains 11617 members 
Mstep: Class 35 contains 64238 members 
Mstep: Class 36 contains 24039 members 
Mstep: Class 37 contains 7497 members 
Mstep: Class 38 contains 1998 members 
Mstep: Class 39 contains 3945 members 
Mstep: Class 40 contains 2798 members 
Mstep: Class 41 contains 12154 members 
Mstep: Class 42 contains 6455 members 
Mstep: Class 43 contains 527 members 
Mstep: Class 44 contains 2840 members 
Mstep: Class 45 contains 2295 members 
Mstep: Class 46 contains 10668 members 
Mstep: Class 47 contains 501 members 
Mstep: Class 48 contains 27553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147459040.000000 Penalty: 166513.046875
Iteration 112Q: 49 clusters Score -1.47459e+08 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 6548 members 
Mstep: Class 3 contains 4160 members 
Mstep: Class 4 contains 12168 members 
Mstep: Class 5 contains 2342 members 
Mstep: Class 6 contains 2549 members 
Mstep: Class 7 contains 1895 members 
Mstep: Class 8 contains 8045 members 
Mstep: Class 9 contains 178076 members 
Mstep: Class 10 contains 8549 members 
Mstep: Class 11 contains 4261 members 
Mstep: Class 12 contains 24431 members 
Mstep: Class 13 contains 4100 members 
Mstep: Class 14 contains 6556 members 
Mstep: Class 15 contains 205466 members 
Mstep: Class 16 contains 218421 members 
Mstep: Class 17 contains 18916 members 
Mstep: Class 18 contains 32976 members 
Mstep: Class 19 contains 456 members 
Mstep: Class 20 contains 4179 members 
Mstep: Class 21 contains 32950 members 
Mstep: Class 22 contains 40801 members 
Mstep: Class 23 contains 4449 members 
Mstep: Class 24 contains 11733 members 
Mstep: Class 25 contains 37231 members 
Mstep: Class 26 contains 37103 members 
Mstep: Class 27 contains 7286 members 
Mstep: Class 28 contains 25832 members 
Mstep: Class 29 contains 8206 members 
Mstep: Class 30 contains 25338 members 
Mstep: Class 31 contains 7061 members 
Mstep: Class 32 contains 18198 members 
Mstep: Class 33 contains 337 members 
Mstep: Class 34 contains 11619 members 
Mstep: Class 35 contains 64217 members 
Mstep: Class 36 contains 24143 members 
Mstep: Class 37 contains 7473 members 
Mstep: Class 38 contains 2000 members 
Mstep: Class 39 contains 3946 members 
Mstep: Class 40 contains 2798 members 
Mstep: Class 41 contains 12313 members 
Mstep: Class 42 contains 6478 members 
Mstep: Class 43 contains 527 members 
Mstep: Class 44 contains 2841 members 
Mstep: Class 45 contains 2296 members 
Mstep: Class 46 contains 10669 members 
Mstep: Class 47 contains 501 members 
Mstep: Class 48 contains 27555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147459360.000000 Penalty: 166513.046875
Iteration 113Q: 49 clusters Score -1.474594e+08 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 6606 members 
Mstep: Class 3 contains 4160 members 
Mstep: Class 4 contains 12163 members 
Mstep: Class 5 contains 2363 members 
Mstep: Class 6 contains 2549 members 
Mstep: Class 7 contains 1897 members 
Mstep: Class 8 contains 8038 members 
Mstep: Class 9 contains 178067 members 
Mstep: Class 10 contains 8548 members 
Mstep: Class 11 contains 4266 members 
Mstep: Class 12 contains 24421 members 
Mstep: Class 13 contains 4100 members 
Mstep: Class 14 contains 6558 members 
Mstep: Class 15 contains 205375 members 
Mstep: Class 16 contains 218399 members 
Mstep: Class 17 contains 18903 members 
Mstep: Class 18 contains 32943 members 
Mstep: Class 19 contains 456 members 
Mstep: Class 20 contains 4179 members 
Mstep: Class 21 contains 32797 members 
Mstep: Class 22 contains 40791 members 
Mstep: Class 23 contains 4451 members 
Mstep: Class 24 contains 11731 members 
Mstep: Class 25 contains 37254 members 
Mstep: Class 26 contains 37105 members 
Mstep: Class 27 contains 7278 members 
Mstep: Class 28 contains 25834 members 
Mstep: Class 29 contains 8203 members 
Mstep: Class 30 contains 25335 members 
Mstep: Class 31 contains 7035 members 
Mstep: Class 32 contains 18198 members 
Mstep: Class 33 contains 337 members 
Mstep: Class 34 contains 11623 members 
Mstep: Class 35 contains 64199 members 
Mstep: Class 36 contains 24254 members 
Mstep: Class 37 contains 7452 members 
Mstep: Class 38 contains 2001 members 
Mstep: Class 39 contains 3948 members 
Mstep: Class 40 contains 2798 members 
Mstep: Class 41 contains 12494 members 
Mstep: Class 42 contains 6495 members 
Mstep: Class 43 contains 527 members 
Mstep: Class 44 contains 2842 members 
Mstep: Class 45 contains 2295 members 
Mstep: Class 46 contains 10668 members 
Mstep: Class 47 contains 501 members 
Mstep: Class 48 contains 27555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147459456.000000 Penalty: 166513.046875
Iteration 114Q: 49 clusters Score -1.474595e+08 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 6659 members 
Mstep: Class 3 contains 4160 members 
Mstep: Class 4 contains 12163 members 
Mstep: Class 5 contains 2382 members 
Mstep: Class 6 contains 2549 members 
Mstep: Class 7 contains 1896 members 
Mstep: Class 8 contains 8042 members 
Mstep: Class 9 contains 178047 members 
Mstep: Class 10 contains 8546 members 
Mstep: Class 11 contains 4267 members 
Mstep: Class 12 contains 24414 members 
Mstep: Class 13 contains 4100 members 
Mstep: Class 14 contains 6560 members 
Mstep: Class 15 contains 205279 members 
Mstep: Class 16 contains 218373 members 
Mstep: Class 17 contains 18895 members 
Mstep: Class 18 contains 32928 members 
Mstep: Class 19 contains 456 members 
Mstep: Class 20 contains 4179 members 
Mstep: Class 21 contains 32648 members 
Mstep: Class 22 contains 40781 members 
Mstep: Class 23 contains 4452 members 
Mstep: Class 24 contains 11738 members 
Mstep: Class 25 contains 37271 members 
Mstep: Class 26 contains 37110 members 
Mstep: Class 27 contains 7268 members 
Mstep: Class 28 contains 25838 members 
Mstep: Class 29 contains 8200 members 
Mstep: Class 30 contains 25351 members 
Mstep: Class 31 contains 7002 members 
Mstep: Class 32 contains 18202 members 
Mstep: Class 33 contains 337 members 
Mstep: Class 34 contains 11622 members 
Mstep: Class 35 contains 64178 members 
Mstep: Class 36 contains 24350 members 
Mstep: Class 37 contains 7435 members 
Mstep: Class 38 contains 1995 members 
Mstep: Class 39 contains 3948 members 
Mstep: Class 40 contains 2802 members 
Mstep: Class 41 contains 12675 members 
Mstep: Class 42 contains 6504 members 
Mstep: Class 43 contains 527 members 
Mstep: Class 44 contains 2842 members 
Mstep: Class 45 contains 2295 members 
Mstep: Class 46 contains 10668 members 
Mstep: Class 47 contains 501 members 
Mstep: Class 48 contains 27556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147459424.000000 Penalty: 166513.046875
Iteration 115Q: 49 clusters Score -1.474594e+08 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 6725 members 
Mstep: Class 3 contains 4160 members 
Mstep: Class 4 contains 12162 members 
Mstep: Class 5 contains 2400 members 
Mstep: Class 6 contains 2549 members 
Mstep: Class 7 contains 1896 members 
Mstep: Class 8 contains 8045 members 
Mstep: Class 9 contains 178030 members 
Mstep: Class 10 contains 8546 members 
Mstep: Class 11 contains 4268 members 
Mstep: Class 12 contains 24407 members 
Mstep: Class 13 contains 4100 members 
Mstep: Class 14 contains 6562 members 
Mstep: Class 15 contains 205179 members 
Mstep: Class 16 contains 218345 members 
Mstep: Class 17 contains 18887 members 
Mstep: Class 18 contains 32919 members 
Mstep: Class 19 contains 457 members 
Mstep: Class 20 contains 4179 members 
Mstep: Class 21 contains 32501 members 
Mstep: Class 22 contains 40777 members 
Mstep: Class 23 contains 4452 members 
Mstep: Class 24 contains 11736 members 
Mstep: Class 25 contains 37279 members 
Mstep: Class 26 contains 37113 members 
Mstep: Class 27 contains 7251 members 
Mstep: Class 28 contains 25841 members 
Mstep: Class 29 contains 8198 members 
Mstep: Class 30 contains 25362 members 
Mstep: Class 31 contains 6969 members 
Mstep: Class 32 contains 18200 members 
Mstep: Class 33 contains 337 members 
Mstep: Class 34 contains 11621 members 
Mstep: Class 35 contains 64164 members 
Mstep: Class 36 contains 24439 members 
Mstep: Class 37 contains 7420 members 
Mstep: Class 38 contains 1994 members 
Mstep: Class 39 contains 3950 members 
Mstep: Class 40 contains 2808 members 
Mstep: Class 41 contains 12862 members 
Mstep: Class 42 contains 6509 members 
Mstep: Class 43 contains 527 members 
Mstep: Class 44 contains 2842 members 
Mstep: Class 45 contains 2297 members 
Mstep: Class 46 contains 10668 members 
Mstep: Class 47 contains 501 members 
Mstep: Class 48 contains 27555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147459824.000000 Penalty: 166513.046875
Iteration 116Q: 49 clusters Score -1.474598e+08 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 6771 members 
Mstep: Class 3 contains 4160 members 
Mstep: Class 4 contains 12164 members 
Mstep: Class 5 contains 2409 members 
Mstep: Class 6 contains 2549 members 
Mstep: Class 7 contains 1899 members 
Mstep: Class 8 contains 8047 members 
Mstep: Class 9 contains 178013 members 
Mstep: Class 10 contains 8543 members 
Mstep: Class 11 contains 4273 members 
Mstep: Class 12 contains 24399 members 
Mstep: Class 13 contains 4100 members 
Mstep: Class 14 contains 6565 members 
Mstep: Class 15 contains 205079 members 
Mstep: Class 16 contains 218300 members 
Mstep: Class 17 contains 18875 members 
Mstep: Class 18 contains 32913 members 
Mstep: Class 19 contains 457 members 
Mstep: Class 20 contains 4179 members 
Mstep: Class 21 contains 32359 members 
Mstep: Class 22 contains 40776 members 
Mstep: Class 23 contains 4452 members 
Mstep: Class 24 contains 11727 members 
Mstep: Class 25 contains 37279 members 
Mstep: Class 26 contains 37112 members 
Mstep: Class 27 contains 7239 members 
Mstep: Class 28 contains 25849 members 
Mstep: Class 29 contains 8197 members 
Mstep: Class 30 contains 25372 members 
Mstep: Class 31 contains 6944 members 
Mstep: Class 32 contains 18194 members 
Mstep: Class 33 contains 337 members 
Mstep: Class 34 contains 11619 members 
Mstep: Class 35 contains 64152 members 
Mstep: Class 36 contains 24540 members 
Mstep: Class 37 contains 7408 members 
Mstep: Class 38 contains 1999 members 
Mstep: Class 39 contains 3951 members 
Mstep: Class 40 contains 2813 members 
Mstep: Class 41 contains 13060 members 
Mstep: Class 42 contains 6516 members 
Mstep: Class 43 contains 527 members 
Mstep: Class 44 contains 2842 members 
Mstep: Class 45 contains 2297 members 
Mstep: Class 46 contains 10671 members 
Mstep: Class 47 contains 502 members 
Mstep: Class 48 contains 27554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147460080.000000 Penalty: 166513.046875
Iteration 117Q: 49 clusters Score -1.474601e+08 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 6818 members 
Mstep: Class 3 contains 4160 members 
Mstep: Class 4 contains 12166 members 
Mstep: Class 5 contains 2425 members 
Mstep: Class 6 contains 2549 members 
Mstep: Class 7 contains 1895 members 
Mstep: Class 8 contains 8047 members 
Mstep: Class 9 contains 178005 members 
Mstep: Class 10 contains 8546 members 
Mstep: Class 11 contains 4272 members 
Mstep: Class 12 contains 24386 members 
Mstep: Class 13 contains 4100 members 
Mstep: Class 14 contains 6566 members 
Mstep: Class 15 contains 204979 members 
Mstep: Class 16 contains 218256 members 
Mstep: Class 17 contains 18842 members 
Mstep: Class 18 contains 32892 members 
Mstep: Class 19 contains 456 members 
Mstep: Class 20 contains 4179 members 
Mstep: Class 21 contains 32222 members 
Mstep: Class 22 contains 40771 members 
Mstep: Class 23 contains 4452 members 
Mstep: Class 24 contains 11731 members 
Mstep: Class 25 contains 37284 members 
Mstep: Class 26 contains 37107 members 
Mstep: Class 27 contains 7231 members 
Mstep: Class 28 contains 25851 members 
Mstep: Class 29 contains 8196 members 
Mstep: Class 30 contains 25377 members 
Mstep: Class 31 contains 6914 members 
Mstep: Class 32 contains 18199 members 
Mstep: Class 33 contains 337 members 
Mstep: Class 34 contains 11618 members 
Mstep: Class 35 contains 64140 members 
Mstep: Class 36 contains 24643 members 
Mstep: Class 37 contains 7398 members 
Mstep: Class 38 contains 2003 members 
Mstep: Class 39 contains 3952 members 
Mstep: Class 40 contains 2821 members 
Mstep: Class 41 contains 13271 members 
Mstep: Class 42 contains 6525 members 
Mstep: Class 43 contains 527 members 
Mstep: Class 44 contains 2842 members 
Mstep: Class 45 contains 2295 members 
Mstep: Class 46 contains 10674 members 
Mstep: Class 47 contains 501 members 
Mstep: Class 48 contains 27557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147459984.000000 Penalty: 166513.046875
Iteration 118Q: 49 clusters Score -1.4746e+08 nChanged 807
Entering ConstructFrom: 
Score: -147459984.000000 Penalty: 166513.046875
Entering ConstructFrom: 
Trying to split cluster 1 (8222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Entering Unmasked Estep 
Score: -1022839.875000 Penalty: 2235.613037
	Iteration 0F: 2 clusters Score -1022840 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -1016354.062500 Penalty: 4471.226074
	Iteration 0F: 3 clusters Score -1016354 nChanged 3351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -1018211.875000 Penalty: 4471.226074
	Iteration 1F: 3 clusters Score -1018212 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -1018537.812500 Penalty: 4471.226074
	Iteration 2F: 3 clusters Score -1018538 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -1018809.187500 Penalty: 4471.226074
	Iteration 3F: 3 clusters Score -1018809 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -1019044.687500 Penalty: 4471.226074
	Iteration 4Q: 3 clusters Score -1019045 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -1019261.312500 Penalty: 4471.226074
	Iteration 5Q: 3 clusters Score -1019261 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -1019467.625000 Penalty: 4471.226074
	Iteration 6Q: 3 clusters Score -1019468 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -1019634.500000 Penalty: 4471.226074
	Iteration 7Q: 3 clusters Score -1019634 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -1019774.937500 Penalty: 4471.226074
	Iteration 8Q: 3 clusters Score -1019775 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -1019914.250000 Penalty: 4471.226074
	Iteration 9Q: 3 clusters Score -1019914 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -1020038.437500 Penalty: 4471.226074
	Iteration 10Q: 3 clusters Score -1020038 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -1020141.062500 Penalty: 4471.226074
	Iteration 11Q: 3 clusters Score -1020141 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -1020209.875000 Penalty: 4471.226074
	Iteration 12Q: 3 clusters Score -1020210 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -1020261.375000 Penalty: 4471.226074
	Iteration 13Q: 3 clusters Score -1020261 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -1020308.312500 Penalty: 4471.226074
	Iteration 14Q: 3 clusters Score -1020308 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -1020343.437500 Penalty: 4471.226074
	Iteration 15Q: 3 clusters Score -1020343 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -1020366.000000 Penalty: 4471.226074
	Iteration 16Q: 3 clusters Score -1020366 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -1020383.500000 Penalty: 4471.226074
	Iteration 17Q: 3 clusters Score -1020384 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -1020398.875000 Penalty: 4471.226074
	Iteration 18Q: 3 clusters Score -1020399 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -1020411.437500 Penalty: 4471.226074
	Iteration 19Q: 3 clusters Score -1020411 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -1020420.750000 Penalty: 4471.226074
	Iteration 20F: 3 clusters Score -1020421 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -1020433.375000 Penalty: 4471.226074
	Iteration 21Q: 3 clusters Score -1020433 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -1020441.187500 Penalty: 4471.226074
	Iteration 22Q: 3 clusters Score -1020441 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -1020449.625000 Penalty: 4471.226074
	Iteration 23Q: 3 clusters Score -1020450 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -1020460.250000 Penalty: 4471.226074
	Iteration 24Q: 3 clusters Score -1020460 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -1020476.000000 Penalty: 4471.226074
	Iteration 25Q: 3 clusters Score -1020476 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -1020496.562500 Penalty: 4471.226074
	Iteration 26Q: 3 clusters Score -1020497 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -1020518.375000 Penalty: 4471.226074
	Iteration 27Q: 3 clusters Score -1020518 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -1020542.437500 Penalty: 4471.226074
	Iteration 28Q: 3 clusters Score -1020542 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -1020572.000000 Penalty: 4471.226074
	Iteration 29Q: 3 clusters Score -1020572 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -1020595.812500 Penalty: 4471.226074
	Iteration 30Q: 3 clusters Score -1020596 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -1020611.500000 Penalty: 4471.226074
	Iteration 31Q: 3 clusters Score -1020612 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -1020629.187500 Penalty: 4471.226074
	Iteration 32Q: 3 clusters Score -1020629 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -1020649.312500 Penalty: 4471.226074
	Iteration 33Q: 3 clusters Score -1020649 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -1020672.000000 Penalty: 4471.226074
	Iteration 34Q: 3 clusters Score -1020672 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -1020693.875000 Penalty: 4471.226074
	Iteration 35Q: 3 clusters Score -1020694 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -1020721.125000 Penalty: 4471.226074
	Iteration 36Q: 3 clusters Score -1020721 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -1020752.937500 Penalty: 4471.226074
	Iteration 37Q: 3 clusters Score -1020753 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -1020789.312500 Penalty: 4471.226074
	Iteration 38Q: 3 clusters Score -1020789 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -1020836.625000 Penalty: 4471.226074
	Iteration 39Q: 3 clusters Score -1020837 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -1020884.562500 Penalty: 4471.226074
	Iteration 40F: 3 clusters Score -1020885 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -1020933.312500 Penalty: 4471.226074
	Iteration 41Q: 3 clusters Score -1020933 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -1020972.687500 Penalty: 4471.226074
	Iteration 42Q: 3 clusters Score -1020973 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -1021014.625000 Penalty: 4471.226074
	Iteration 43Q: 3 clusters Score -1021015 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -1021047.812500 Penalty: 4471.226074
	Iteration 44Q: 3 clusters Score -1021048 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -1021076.937500 Penalty: 4471.226074
	Iteration 45Q: 3 clusters Score -1021077 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -1021105.375000 Penalty: 4471.226074
	Iteration 46Q: 3 clusters Score -1021105 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -1021129.312500 Penalty: 4471.226074
	Iteration 47Q: 3 clusters Score -1021129 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -1021149.937500 Penalty: 4471.226074
	Iteration 48Q: 3 clusters Score -1021150 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -1021160.875000 Penalty: 4471.226074
	Iteration 49Q: 3 clusters Score -1021161 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -1021171.000000 Penalty: 4471.226074
	Iteration 50Q: 3 clusters Score -1021171 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -1021177.062500 Penalty: 4471.226074
	Iteration 51Q: 3 clusters Score -1021177 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -1021184.250000 Penalty: 4471.226074
	Iteration 52Q: 3 clusters Score -1021184 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -1021185.187500 Penalty: 4471.226074
	Iteration 53Q: 3 clusters Score -1021185 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -1021188.500000 Penalty: 4471.226074
	Iteration 54Q: 3 clusters Score -1021188 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -1021190.000000 Penalty: 4471.226074
	Iteration 55Q: 3 clusters Score -1021190 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -1021190.187500 Penalty: 4471.226074
	Iteration 56Q: 3 clusters Score -1021190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -1021189.750000 Penalty: 4471.226074
	Iteration 57Q: 3 clusters Score -1021190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -1021190.500000 Penalty: 4471.226074
	Iteration 58Q: 3 clusters Score -1021190 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -1021191.187500 Penalty: 4471.226074
	Iteration 59Q: 3 clusters Score -1021191 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -1021192.187500 Penalty: 4471.226074
	Iteration 60F: 3 clusters Score -1021192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -1021193.000000 Penalty: 4471.226074
	Iteration 61Q: 3 clusters Score -1021193 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -1021192.625000 Penalty: 4471.226074
	Iteration 62Q: 3 clusters Score -1021193 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -1021192.625000 Penalty: 4471.226074
	Iteration 63F: 3 clusters Score -1021193 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Entering Unmasked Estep 
Score: -850226.625000 Penalty: 2190.807129
	Iteration 0F: 2 clusters Score -850226.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -844546.125000 Penalty: 4381.614258
	Iteration 0F: 3 clusters Score -844546.1 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -846112.687500 Penalty: 4381.614258
	Iteration 1F: 3 clusters Score -846112.7 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -846381.500000 Penalty: 4381.614258
	Iteration 2F: 3 clusters Score -846381.5 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -846577.687500 Penalty: 4381.614258
	Iteration 3F: 3 clusters Score -846577.7 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -846736.875000 Penalty: 4381.614258
	Iteration 4Q: 3 clusters Score -846736.9 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -846909.250000 Penalty: 4381.614258
	Iteration 5Q: 3 clusters Score -846909.2 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -847091.500000 Penalty: 4381.614258
	Iteration 6Q: 3 clusters Score -847091.5 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -847319.687500 Penalty: 4381.614258
	Iteration 7Q: 3 clusters Score -847319.7 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -847579.687500 Penalty: 4381.614258
	Iteration 8Q: 3 clusters Score -847579.7 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -847862.437500 Penalty: 4381.614258
	Iteration 9Q: 3 clusters Score -847862.4 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -848236.250000 Penalty: 4381.614258
	Iteration 10Q: 3 clusters Score -848236.2 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -848668.250000 Penalty: 4381.614258
	Iteration 11F: 3 clusters Score -848668.2 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -849050.312500 Penalty: 4381.614258
	Iteration 12Q: 3 clusters Score -849050.3 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -849425.750000 Penalty: 4381.614258
	Iteration 13Q: 3 clusters Score -849425.8 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -849764.062500 Penalty: 4381.614258
	Iteration 14Q: 3 clusters Score -849764.1 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -850073.937500 Penalty: 4381.614258
	Iteration 15Q: 3 clusters Score -850073.9 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -850516.437500 Penalty: 4381.614258
	Iteration 16Q: 3 clusters Score -850516.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -850894.750000 Penalty: 4381.614258
	Iteration 17Q: 3 clusters Score -850894.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -851092.312500 Penalty: 4381.614258
	Iteration 18Q: 3 clusters Score -851092.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -851180.625000 Penalty: 4381.614258
	Iteration 19Q: 3 clusters Score -851180.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -851209.937500 Penalty: 4381.614258
	Iteration 20F: 3 clusters Score -851209.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -851221.125000 Penalty: 4381.614258
	Iteration 21Q: 3 clusters Score -851221.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -851226.000000 Penalty: 4381.614258
	Iteration 22Q: 3 clusters Score -851226 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -851229.187500 Penalty: 4381.614258
	Iteration 23Q: 3 clusters Score -851229.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -851229.812500 Penalty: 4381.614258
	Iteration 24Q: 3 clusters Score -851229.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -851233.125000 Penalty: 4381.614258
	Iteration 25Q: 3 clusters Score -851233.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -851233.562500 Penalty: 4381.614258
	Iteration 26Q: 3 clusters Score -851233.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -851236.875000 Penalty: 4381.614258
	Iteration 27Q: 3 clusters Score -851236.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -851236.687500 Penalty: 4381.614258
	Iteration 28Q: 3 clusters Score -851236.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -851236.687500 Penalty: 4381.614258
	Iteration 29F: 3 clusters Score -851236.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 2616 members 
Mstep: Class 3 contains 4160 members 
Mstep: Class 4 contains 12167 members 
Mstep: Class 5 contains 2440 members 
Mstep: Class 6 contains 2549 members 
Mstep: Class 7 contains 1897 members 
Mstep: Class 8 contains 8048 members 
Mstep: Class 9 contains 177993 members 
Mstep: Class 10 contains 8546 members 
Mstep: Class 11 contains 4268 members 
Mstep: Class 12 contains 24373 members 
Mstep: Class 13 contains 4100 members 
Mstep: Class 14 contains 6568 members 
Mstep: Class 15 contains 204868 members 
Mstep: Class 16 contains 218191 members 
Mstep: Class 17 contains 18825 members 
Mstep: Class 18 contains 32871 members 
Mstep: Class 19 contains 455 members 
Mstep: Class 20 contains 4180 members 
Mstep: Class 21 contains 32073 members 
Mstep: Class 22 contains 40767 members 
Mstep: Class 23 contains 4452 members 
Mstep: Class 24 contains 11725 members 
Mstep: Class 25 contains 37302 members 
Mstep: Class 26 contains 37105 members 
Mstep: Class 27 contains 7235 members 
Mstep: Class 28 contains 25854 members 
Mstep: Class 29 contains 8193 members 
Mstep: Class 30 contains 25379 members 
Mstep: Class 31 contains 6886 members 
Mstep: Class 32 contains 18201 members 
Mstep: Class 33 contains 337 members 
Mstep: Class 34 contains 11620 members 
Mstep: Class 35 contains 64138 members 
Mstep: Class 36 contains 24744 members 
Mstep: Class 37 contains 7391 members 
Mstep: Class 38 contains 2006 members 
Mstep: Class 39 contains 3952 members 
Mstep: Class 40 contains 2829 members 
Mstep: Class 41 contains 13491 members 
Mstep: Class 42 contains 6537 members 
Mstep: Class 43 contains 527 members 
Mstep: Class 44 contains 2842 members 
Mstep: Class 45 contains 2297 members 
Mstep: Class 46 contains 10674 members 
Mstep: Class 47 contains 501 members 
Mstep: Class 48 contains 27557 members 
Mstep: Class 49 contains 4247 members 
Entering Unmasked Estep 
Score: -147460352.000000 Penalty: 169982.078125
Splitting cluster 2 changes total score from -147459984.000000 to -147460352.000000
So it's getting split into cluster 49.
Entering ConstructFrom: 
Trying to split cluster 3 (4160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Entering Unmasked Estep 
Score: -746755.875000 Penalty: 2066.650879
	Iteration 0F: 2 clusters Score -746755.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -742793.437500 Penalty: 4133.301758
	Iteration 0F: 3 clusters Score -742793.4 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -743808.937500 Penalty: 4133.301758
	Iteration 1F: 3 clusters Score -743808.9 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -744221.625000 Penalty: 4133.301758
	Iteration 2F: 3 clusters Score -744221.6 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -744614.562500 Penalty: 4133.301758
	Iteration 3F: 3 clusters Score -744614.6 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -745016.937500 Penalty: 4133.301758
	Iteration 4F: 3 clusters Score -745016.9 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -745359.000000 Penalty: 4133.301758
	Iteration 5F: 3 clusters Score -745359 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -745581.000000 Penalty: 4133.301758
	Iteration 6F: 3 clusters Score -745581 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -745765.375000 Penalty: 4133.301758
	Iteration 7Q: 3 clusters Score -745765.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -745889.062500 Penalty: 4133.301758
	Iteration 8Q: 3 clusters Score -745889.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -745988.875000 Penalty: 4133.301758
	Iteration 9Q: 3 clusters Score -745988.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -746109.312500 Penalty: 4133.301758
	Iteration 10Q: 3 clusters Score -746109.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -746181.187500 Penalty: 4133.301758
	Iteration 11Q: 3 clusters Score -746181.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -746205.750000 Penalty: 4133.301758
	Iteration 12Q: 3 clusters Score -746205.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -746218.812500 Penalty: 4133.301758
	Iteration 13Q: 3 clusters Score -746218.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -746224.750000 Penalty: 4133.301758
	Iteration 14Q: 3 clusters Score -746224.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -746230.937500 Penalty: 4133.301758
	Iteration 15Q: 3 clusters Score -746230.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -746231.312500 Penalty: 4133.301758
	Iteration 16Q: 3 clusters Score -746231.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -746231.312500 Penalty: 4133.301758
	Iteration 17F: 3 clusters Score -746231.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (12167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12167 members 
Entering Unmasked Estep 
Score: -1387623.625000 Penalty: 2332.807617
	Iteration 0F: 2 clusters Score -1387624 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -1378665.000000 Penalty: 4665.615234
	Iteration 0F: 3 clusters Score -1378665 nChanged 5127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -1381880.500000 Penalty: 4665.615234
	Iteration 1F: 3 clusters Score -1381880 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -1382725.750000 Penalty: 4665.615234
	Iteration 2F: 3 clusters Score -1382726 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -1383558.500000 Penalty: 4665.615234
	Iteration 3F: 3 clusters Score -1383558 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -1384207.375000 Penalty: 4665.615234
	Iteration 4F: 3 clusters Score -1384207 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -1384706.250000 Penalty: 4665.615234
	Iteration 5F: 3 clusters Score -1384706 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 9149 members 
Entering Unmasked Estep 
Score: -1385100.375000 Penalty: 4665.615234
	Iteration 6Q: 3 clusters Score -1385100 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
Score: -1385396.875000 Penalty: 4665.615234
	Iteration 7Q: 3 clusters Score -1385397 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -1385629.500000 Penalty: 4665.615234
	Iteration 8Q: 3 clusters Score -1385630 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 10033 members 
Entering Unmasked Estep 
Score: -1385831.125000 Penalty: 4665.615234
	Iteration 9Q: 3 clusters Score -1385831 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 10242 members 
Entering Unmasked Estep 
Score: -1385979.625000 Penalty: 4665.615234
	Iteration 10Q: 3 clusters Score -1385980 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 10397 members 
Entering Unmasked Estep 
Score: -1386074.375000 Penalty: 4665.615234
	Iteration 11Q: 3 clusters Score -1386074 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 10526 members 
Entering Unmasked Estep 
Score: -1386138.375000 Penalty: 4665.615234
	Iteration 12Q: 3 clusters Score -1386138 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 10643 members 
Entering Unmasked Estep 
Score: -1386194.000000 Penalty: 4665.615234
	Iteration 13Q: 3 clusters Score -1386194 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 10740 members 
Entering Unmasked Estep 
Score: -1386234.375000 Penalty: 4665.615234
	Iteration 14Q: 3 clusters Score -1386234 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 10812 members 
Entering Unmasked Estep 
Score: -1386266.500000 Penalty: 4665.615234
	Iteration 15Q: 3 clusters Score -1386266 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 10860 members 
Entering Unmasked Estep 
Score: -1386289.625000 Penalty: 4665.615234
	Iteration 16Q: 3 clusters Score -1386290 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 10897 members 
Entering Unmasked Estep 
Score: -1386309.750000 Penalty: 4665.615234
	Iteration 17Q: 3 clusters Score -1386310 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 10938 members 
Entering Unmasked Estep 
Score: -1386322.000000 Penalty: 4665.615234
	Iteration 18Q: 3 clusters Score -1386322 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 10977 members 
Entering Unmasked Estep 
Score: -1386336.125000 Penalty: 4665.615234
	Iteration 19Q: 3 clusters Score -1386336 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 11017 members 
Entering Unmasked Estep 
Score: -1386349.250000 Penalty: 4665.615234
	Iteration 20F: 3 clusters Score -1386349 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 11046 members 
Entering Unmasked Estep 
Score: -1386361.875000 Penalty: 4665.615234
	Iteration 21Q: 3 clusters Score -1386362 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 11071 members 
Entering Unmasked Estep 
Score: -1386367.625000 Penalty: 4665.615234
	Iteration 22Q: 3 clusters Score -1386368 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 11098 members 
Entering Unmasked Estep 
Score: -1386378.875000 Penalty: 4665.615234
	Iteration 23Q: 3 clusters Score -1386379 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 11118 members 
Entering Unmasked Estep 
Score: -1386386.625000 Penalty: 4665.615234
	Iteration 24Q: 3 clusters Score -1386387 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 11136 members 
Entering Unmasked Estep 
Score: -1386394.500000 Penalty: 4665.615234
	Iteration 25Q: 3 clusters Score -1386394 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 11150 members 
Entering Unmasked Estep 
Score: -1386395.250000 Penalty: 4665.615234
	Iteration 26Q: 3 clusters Score -1386395 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 11162 members 
Entering Unmasked Estep 
Score: -1386405.500000 Penalty: 4665.615234
	Iteration 27Q: 3 clusters Score -1386406 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 11179 members 
Entering Unmasked Estep 
Score: -1386414.500000 Penalty: 4665.615234
	Iteration 28Q: 3 clusters Score -1386414 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 11193 members 
Entering Unmasked Estep 
Score: -1386425.375000 Penalty: 4665.615234
	Iteration 29Q: 3 clusters Score -1386425 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 11205 members 
Entering Unmasked Estep 
Score: -1386430.000000 Penalty: 4665.615234
	Iteration 30Q: 3 clusters Score -1386430 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 11223 members 
Entering Unmasked Estep 
Score: -1386436.750000 Penalty: 4665.615234
	Iteration 31Q: 3 clusters Score -1386437 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 11240 members 
Entering Unmasked Estep 
Score: -1386445.125000 Penalty: 4665.615234
	Iteration 32Q: 3 clusters Score -1386445 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 11269 members 
Entering Unmasked Estep 
Score: -1386458.625000 Penalty: 4665.615234
	Iteration 33Q: 3 clusters Score -1386459 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 11288 members 
Entering Unmasked Estep 
Score: -1386472.125000 Penalty: 4665.615234
	Iteration 34Q: 3 clusters Score -1386472 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 11295 members 
Entering Unmasked Estep 
Score: -1386479.750000 Penalty: 4665.615234
	Iteration 35Q: 3 clusters Score -1386480 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 11299 members 
Entering Unmasked Estep 
Score: -1386492.500000 Penalty: 4665.615234
	Iteration 36Q: 3 clusters Score -1386492 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 11308 members 
Entering Unmasked Estep 
Score: -1386498.625000 Penalty: 4665.615234
	Iteration 37Q: 3 clusters Score -1386499 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 11308 members 
Entering Unmasked Estep 
Score: -1386495.625000 Penalty: 4665.615234
	Iteration 38Q: 3 clusters Score -1386496 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 11310 members 
Entering Unmasked Estep 
Score: -1386497.125000 Penalty: 4665.615234
	Iteration 39Q: 3 clusters Score -1386497 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 11313 members 
Entering Unmasked Estep 
Score: -1386502.750000 Penalty: 4665.615234
	Iteration 40F: 3 clusters Score -1386503 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 11316 members 
Entering Unmasked Estep 
Score: -1386519.500000 Penalty: 4665.615234
	Iteration 41Q: 3 clusters Score -1386520 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 11318 members 
Entering Unmasked Estep 
Score: -1386527.125000 Penalty: 4665.615234
	Iteration 42Q: 3 clusters Score -1386527 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 11325 members 
Entering Unmasked Estep 
Score: -1386545.750000 Penalty: 4665.615234
	Iteration 43Q: 3 clusters Score -1386546 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 11330 members 
Entering Unmasked Estep 
Score: -1386570.500000 Penalty: 4665.615234
	Iteration 44Q: 3 clusters Score -1386570 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 11337 members 
Entering Unmasked Estep 
Score: -1386615.750000 Penalty: 4665.615234
	Iteration 45Q: 3 clusters Score -1386616 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 11332 members 
Entering Unmasked Estep 
Score: -1386665.375000 Penalty: 4665.615234
	Iteration 46Q: 3 clusters Score -1386665 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 11338 members 
Entering Unmasked Estep 
Score: -1386718.625000 Penalty: 4665.615234
	Iteration 47Q: 3 clusters Score -1386719 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 11348 members 
Entering Unmasked Estep 
Score: -1386768.750000 Penalty: 4665.615234
	Iteration 48Q: 3 clusters Score -1386769 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 11350 members 
Entering Unmasked Estep 
Score: -1386807.875000 Penalty: 4665.615234
	Iteration 49Q: 3 clusters Score -1386808 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 11359 members 
Entering Unmasked Estep 
Score: -1386839.125000 Penalty: 4665.615234
	Iteration 50Q: 3 clusters Score -1386839 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 11378 members 
Entering Unmasked Estep 
Score: -1386873.000000 Penalty: 4665.615234
	Iteration 51Q: 3 clusters Score -1386873 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 11382 members 
Entering Unmasked Estep 
Score: -1386897.625000 Penalty: 4665.615234
	Iteration 52Q: 3 clusters Score -1386898 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 11389 members 
Entering Unmasked Estep 
Score: -1386917.625000 Penalty: 4665.615234
	Iteration 53Q: 3 clusters Score -1386918 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 11391 members 
Entering Unmasked Estep 
Score: -1386933.125000 Penalty: 4665.615234
	Iteration 54Q: 3 clusters Score -1386933 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 11396 members 
Entering Unmasked Estep 
Score: -1386944.125000 Penalty: 4665.615234
	Iteration 55Q: 3 clusters Score -1386944 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 11394 members 
Entering Unmasked Estep 
Score: -1386950.250000 Penalty: 4665.615234
	Iteration 56Q: 3 clusters Score -1386950 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 11393 members 
Entering Unmasked Estep 
Score: -1386953.625000 Penalty: 4665.615234
	Iteration 57Q: 3 clusters Score -1386954 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 11393 members 
Entering Unmasked Estep 
Score: -1386955.875000 Penalty: 4665.615234
	Iteration 58Q: 3 clusters Score -1386956 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 11393 members 
Entering Unmasked Estep 
Score: -1386961.500000 Penalty: 4665.615234
	Iteration 59Q: 3 clusters Score -1386962 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 11389 members 
Entering Unmasked Estep 
Score: -1387090.375000 Penalty: 4665.615234
	Iteration 60F: 3 clusters Score -1387090 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 11349 members 
Entering Unmasked Estep 
Score: -1387257.625000 Penalty: 4665.615234
	Iteration 61Q: 3 clusters Score -1387258 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 11296 members 
Entering Unmasked Estep 
Score: -1387376.625000 Penalty: 4665.615234
	Iteration 62Q: 3 clusters Score -1387377 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 11255 members 
Entering Unmasked Estep 
Score: -1387435.750000 Penalty: 4665.615234
	Iteration 63Q: 3 clusters Score -1387436 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 11229 members 
Entering Unmasked Estep 
Score: -1387461.250000 Penalty: 4665.615234
	Iteration 64Q: 3 clusters Score -1387461 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 11213 members 
Entering Unmasked Estep 
Score: -1387484.875000 Penalty: 4665.615234
	Iteration 65Q: 3 clusters Score -1387485 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 11202 members 
Entering Unmasked Estep 
Score: -1387494.750000 Penalty: 4665.615234
	Iteration 66Q: 3 clusters Score -1387495 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 11193 members 
Entering Unmasked Estep 
Score: -1387497.000000 Penalty: 4665.615234
	Iteration 67Q: 3 clusters Score -1387497 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 11188 members 
Entering Unmasked Estep 
Score: -1387505.750000 Penalty: 4665.615234
	Iteration 68Q: 3 clusters Score -1387506 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 11183 members 
Entering Unmasked Estep 
Score: -1387506.625000 Penalty: 4665.615234
	Iteration 69Q: 3 clusters Score -1387507 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 11181 members 
Entering Unmasked Estep 
Score: -1387511.000000 Penalty: 4665.615234
	Iteration 70Q: 3 clusters Score -1387511 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 11177 members 
Entering Unmasked Estep 
Score: -1387509.500000 Penalty: 4665.615234
	Iteration 71Q: 3 clusters Score -1387510 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 11176 members 
Entering Unmasked Estep 
Score: -1387510.750000 Penalty: 4665.615234
	Iteration 72Q: 3 clusters Score -1387511 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 11172 members 
Entering Unmasked Estep 
Score: -1387512.875000 Penalty: 4665.615234
	Iteration 73Q: 3 clusters Score -1387513 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 11171 members 
Entering Unmasked Estep 
Score: -1387513.875000 Penalty: 4665.615234
	Iteration 74Q: 3 clusters Score -1387514 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 11169 members 
Entering Unmasked Estep 
Score: -1387515.625000 Penalty: 4665.615234
	Iteration 75Q: 3 clusters Score -1387516 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 11167 members 
Entering Unmasked Estep 
Score: -1387516.375000 Penalty: 4665.615234
	Iteration 76Q: 3 clusters Score -1387516 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 11163 members 
Entering Unmasked Estep 
Score: -1387522.125000 Penalty: 4665.615234
	Iteration 77Q: 3 clusters Score -1387522 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 11160 members 
Entering Unmasked Estep 
Score: -1387519.875000 Penalty: 4665.615234
	Iteration 78Q: 3 clusters Score -1387520 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 11158 members 
Entering Unmasked Estep 
Score: -1387522.125000 Penalty: 4665.615234
	Iteration 79Q: 3 clusters Score -1387522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 11157 members 
Entering Unmasked Estep 
Score: -1387520.750000 Penalty: 4665.615234
	Iteration 80F: 3 clusters Score -1387521 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 11157 members 
Entering Unmasked Estep 
Score: -1387520.125000 Penalty: 4665.615234
	Iteration 81Q: 3 clusters Score -1387520 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 11157 members 
Entering Unmasked Estep 
Score: -1387520.500000 Penalty: 4665.615234
	Iteration 82Q: 3 clusters Score -1387520 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 11155 members 
Entering Unmasked Estep 
Score: -1387519.500000 Penalty: 4665.615234
	Iteration 83Q: 3 clusters Score -1387520 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 11152 members 
Entering Unmasked Estep 
Score: -1387523.375000 Penalty: 4665.615234
	Iteration 84Q: 3 clusters Score -1387523 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 11151 members 
Entering Unmasked Estep 
Score: -1387523.875000 Penalty: 4665.615234
	Iteration 85Q: 3 clusters Score -1387524 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 11151 members 
Entering Unmasked Estep 
Score: -1387523.875000 Penalty: 4665.615234
	Iteration 86F: 3 clusters Score -1387524 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Entering Unmasked Estep 
Score: -308983.093750 Penalty: 1934.338745
	Iteration 0F: 2 clusters Score -308983.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -306064.375000 Penalty: 3868.677490
	Iteration 0F: 3 clusters Score -306064.4 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -306620.843750 Penalty: 3868.677490
	Iteration 1F: 3 clusters Score -306620.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -306787.281250 Penalty: 3868.677490
	Iteration 2F: 3 clusters Score -306787.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -306883.218750 Penalty: 3868.677490
	Iteration 3Q: 3 clusters Score -306883.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -306954.062500 Penalty: 3868.677490
	Iteration 4Q: 3 clusters Score -306954.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -307010.468750 Penalty: 3868.677490
	Iteration 5Q: 3 clusters Score -307010.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -307044.843750 Penalty: 3868.677490
	Iteration 6Q: 3 clusters Score -307044.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -307065.687500 Penalty: 3868.677490
	Iteration 7Q: 3 clusters Score -307065.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -307078.968750 Penalty: 3868.677490
	Iteration 8Q: 3 clusters Score -307079 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -307090.687500 Penalty: 3868.677490
	Iteration 9Q: 3 clusters Score -307090.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -307104.625000 Penalty: 3868.677490
	Iteration 10Q: 3 clusters Score -307104.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -307114.968750 Penalty: 3868.677490
	Iteration 11Q: 3 clusters Score -307115 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -307124.218750 Penalty: 3868.677490
	Iteration 12Q: 3 clusters Score -307124.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -307129.406250 Penalty: 3868.677490
	Iteration 13Q: 3 clusters Score -307129.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -307132.625000 Penalty: 3868.677490
	Iteration 14Q: 3 clusters Score -307132.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -307135.593750 Penalty: 3868.677490
	Iteration 15Q: 3 clusters Score -307135.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -307138.343750 Penalty: 3868.677490
	Iteration 16Q: 3 clusters Score -307138.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -307141.718750 Penalty: 3868.677490
	Iteration 17Q: 3 clusters Score -307141.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -307145.500000 Penalty: 3868.677490
	Iteration 18Q: 3 clusters Score -307145.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -307146.625000 Penalty: 3868.677490
	Iteration 19Q: 3 clusters Score -307146.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -307148.468750 Penalty: 3868.677490
	Iteration 20F: 3 clusters Score -307148.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -307150.062500 Penalty: 3868.677490
	Iteration 21Q: 3 clusters Score -307150.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -307152.218750 Penalty: 3868.677490
	Iteration 22Q: 3 clusters Score -307152.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -307155.625000 Penalty: 3868.677490
	Iteration 23Q: 3 clusters Score -307155.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -307159.593750 Penalty: 3868.677490
	Iteration 24Q: 3 clusters Score -307159.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -307164.125000 Penalty: 3868.677490
	Iteration 25Q: 3 clusters Score -307164.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -307166.187500 Penalty: 3868.677490
	Iteration 26Q: 3 clusters Score -307166.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -307169.406250 Penalty: 3868.677490
	Iteration 27Q: 3 clusters Score -307169.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -307172.218750 Penalty: 3868.677490
	Iteration 28Q: 3 clusters Score -307172.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -307172.625000 Penalty: 3868.677490
	Iteration 29Q: 3 clusters Score -307172.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -307174.500000 Penalty: 3868.677490
	Iteration 30Q: 3 clusters Score -307174.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -307176.718750 Penalty: 3868.677490
	Iteration 31Q: 3 clusters Score -307176.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -307177.093750 Penalty: 3868.677490
	Iteration 32Q: 3 clusters Score -307177.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -307177.093750 Penalty: 3868.677490
	Iteration 33F: 3 clusters Score -307177.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Entering Unmasked Estep 
Score: -317788.750000 Penalty: 1945.177124
	Iteration 0F: 2 clusters Score -317788.8 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 1269 members 
Entering Unmasked Estep 
Score: -314812.500000 Penalty: 3890.354248
	Iteration 0F: 3 clusters Score -314812.5 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -315450.406250 Penalty: 3890.354248
	Iteration 1F: 3 clusters Score -315450.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -315644.656250 Penalty: 3890.354248
	Iteration 2F: 3 clusters Score -315644.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -315768.562500 Penalty: 3890.354248
	Iteration 3Q: 3 clusters Score -315768.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -315897.562500 Penalty: 3890.354248
	Iteration 4Q: 3 clusters Score -315897.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -316084.500000 Penalty: 3890.354248
	Iteration 5Q: 3 clusters Score -316084.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -316306.250000 Penalty: 3890.354248
	Iteration 6Q: 3 clusters Score -316306.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -316533.250000 Penalty: 3890.354248
	Iteration 7F: 3 clusters Score -316533.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -316739.968750 Penalty: 3890.354248
	Iteration 8F: 3 clusters Score -316740 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -316893.187500 Penalty: 3890.354248
	Iteration 9Q: 3 clusters Score -316893.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -317012.312500 Penalty: 3890.354248
	Iteration 10Q: 3 clusters Score -317012.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -317071.812500 Penalty: 3890.354248
	Iteration 11Q: 3 clusters Score -317071.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -317109.156250 Penalty: 3890.354248
	Iteration 12Q: 3 clusters Score -317109.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -317164.000000 Penalty: 3890.354248
	Iteration 13Q: 3 clusters Score -317164 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -317220.437500 Penalty: 3890.354248
	Iteration 14Q: 3 clusters Score -317220.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -317246.812500 Penalty: 3890.354248
	Iteration 15Q: 3 clusters Score -317246.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -317261.562500 Penalty: 3890.354248
	Iteration 16Q: 3 clusters Score -317261.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -317274.312500 Penalty: 3890.354248
	Iteration 17Q: 3 clusters Score -317274.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -317280.125000 Penalty: 3890.354248
	Iteration 18Q: 3 clusters Score -317280.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -317286.281250 Penalty: 3890.354248
	Iteration 19Q: 3 clusters Score -317286.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -317293.406250 Penalty: 3890.354248
	Iteration 20F: 3 clusters Score -317293.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -317297.968750 Penalty: 3890.354248
	Iteration 21Q: 3 clusters Score -317298 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -317302.750000 Penalty: 3890.354248
	Iteration 22Q: 3 clusters Score -317302.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -317308.093750 Penalty: 3890.354248
	Iteration 23Q: 3 clusters Score -317308.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -317309.968750 Penalty: 3890.354248
	Iteration 24Q: 3 clusters Score -317310 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -317309.968750 Penalty: 3890.354248
	Iteration 25F: 3 clusters Score -317310 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Entering Unmasked Estep 
Score: -240569.640625 Penalty: 1871.911133
	Iteration 0F: 2 clusters Score -240569.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -238799.937500 Penalty: 3743.822266
	Iteration 0F: 3 clusters Score -238799.9 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -243428.281250 Penalty: 3743.822266
	Iteration 1F: 3 clusters Score -243428.3 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -247560.500000 Penalty: 3743.822266
	Iteration 2F: 3 clusters Score -247560.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -249311.000000 Penalty: 3743.822266
	Iteration 3F: 3 clusters Score -249311 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -250180.828125 Penalty: 3743.822266
	Iteration 4Q: 3 clusters Score -250180.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -250209.625000 Penalty: 3743.822266
	Iteration 5Q: 3 clusters Score -250209.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -250230.031250 Penalty: 3743.822266
	Iteration 6Q: 3 clusters Score -250230 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -250238.062500 Penalty: 3743.822266
	Iteration 7Q: 3 clusters Score -250238.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -250243.421875 Penalty: 3743.822266
	Iteration 8Q: 3 clusters Score -250243.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -250243.421875 Penalty: 3743.822266
	Iteration 9F: 3 clusters Score -250243.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 2616 members 
Mstep: Class 3 contains 4160 members 
Mstep: Class 4 contains 12167 members 
Mstep: Class 5 contains 2440 members 
Mstep: Class 6 contains 2549 members 
Mstep: Class 7 contains 1248 members 
Mstep: Class 8 contains 8048 members 
Mstep: Class 9 contains 177993 members 
Mstep: Class 10 contains 8546 members 
Mstep: Class 11 contains 4268 members 
Mstep: Class 12 contains 24373 members 
Mstep: Class 13 contains 4100 members 
Mstep: Class 14 contains 6568 members 
Mstep: Class 15 contains 204868 members 
Mstep: Class 16 contains 218191 members 
Mstep: Class 17 contains 18825 members 
Mstep: Class 18 contains 32871 members 
Mstep: Class 19 contains 455 members 
Mstep: Class 20 contains 4180 members 
Mstep: Class 21 contains 32073 members 
Mstep: Class 22 contains 40767 members 
Mstep: Class 23 contains 4452 members 
Mstep: Class 24 contains 11725 members 
Mstep: Class 25 contains 37302 members 
Mstep: Class 26 contains 37105 members 
Mstep: Class 27 contains 7235 members 
Mstep: Class 28 contains 25854 members 
Mstep: Class 29 contains 8193 members 
Mstep: Class 30 contains 25379 members 
Mstep: Class 31 contains 6886 members 
Mstep: Class 32 contains 18201 members 
Mstep: Class 33 contains 337 members 
Mstep: Class 34 contains 11620 members 
Mstep: Class 35 contains 64138 members 
Mstep: Class 36 contains 24744 members 
Mstep: Class 37 contains 7391 members 
Mstep: Class 38 contains 2006 members 
Mstep: Class 39 contains 3952 members 
Mstep: Class 40 contains 2829 members 
Mstep: Class 41 contains 13491 members 
Mstep: Class 42 contains 6537 members 
Mstep: Class 43 contains 527 members 
Mstep: Class 44 contains 2842 members 
Mstep: Class 45 contains 2297 members 
Mstep: Class 46 contains 10674 members 
Mstep: Class 47 contains 501 members 
Mstep: Class 48 contains 27557 members 
Mstep: Class 49 contains 4247 members 
Mstep: Class 50 contains 649 members 
Entering Unmasked Estep 
Score: -147468416.000000 Penalty: 173451.093750
Splitting cluster 7 changes total score from -147459984.000000 to -147468416.000000
So it's getting split into cluster 50.
Entering ConstructFrom: 
Trying to split cluster 8 (8048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Entering Unmasked Estep 
Score: -1021047.000000 Penalty: 2230.308594
	Iteration 0F: 2 clusters Score -1021047 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -1014597.000000 Penalty: 4460.617188
	Iteration 0F: 3 clusters Score -1014597 nChanged 3296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -1016332.250000 Penalty: 4460.617188
	Iteration 1F: 3 clusters Score -1016332 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -1016611.500000 Penalty: 4460.617188
	Iteration 2F: 3 clusters Score -1016612 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -1016828.562500 Penalty: 4460.617188
	Iteration 3Q: 3 clusters Score -1016829 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -1017066.812500 Penalty: 4460.617188
	Iteration 4Q: 3 clusters Score -1017067 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -1017315.062500 Penalty: 4460.617188
	Iteration 5Q: 3 clusters Score -1017315 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -1017542.187500 Penalty: 4460.617188
	Iteration 6Q: 3 clusters Score -1017542 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -1017773.500000 Penalty: 4460.617188
	Iteration 7Q: 3 clusters Score -1017774 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -1018003.187500 Penalty: 4460.617188
	Iteration 8Q: 3 clusters Score -1018003 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -1018229.062500 Penalty: 4460.617188
	Iteration 9Q: 3 clusters Score -1018229 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -1018456.125000 Penalty: 4460.617188
	Iteration 10Q: 3 clusters Score -1018456 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -1018724.562500 Penalty: 4460.617188
	Iteration 11Q: 3 clusters Score -1018725 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -1019017.437500 Penalty: 4460.617188
	Iteration 12Q: 3 clusters Score -1019017 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -1019343.625000 Penalty: 4460.617188
	Iteration 13Q: 3 clusters Score -1019344 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -1019649.062500 Penalty: 4460.617188
	Iteration 14Q: 3 clusters Score -1019649 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -1019841.125000 Penalty: 4460.617188
	Iteration 15Q: 3 clusters Score -1019841 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -1019963.375000 Penalty: 4460.617188
	Iteration 16Q: 3 clusters Score -1019963 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -1020028.750000 Penalty: 4460.617188
	Iteration 17Q: 3 clusters Score -1020029 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -1020063.125000 Penalty: 4460.617188
	Iteration 18Q: 3 clusters Score -1020063 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -1020086.250000 Penalty: 4460.617188
	Iteration 19Q: 3 clusters Score -1020086 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -1020102.500000 Penalty: 4460.617188
	Iteration 20F: 3 clusters Score -1020102 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -1020107.937500 Penalty: 4460.617188
	Iteration 21Q: 3 clusters Score -1020108 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -1020112.500000 Penalty: 4460.617188
	Iteration 22Q: 3 clusters Score -1020112 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -1020117.625000 Penalty: 4460.617188
	Iteration 23Q: 3 clusters Score -1020118 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -1020120.000000 Penalty: 4460.617188
	Iteration 24Q: 3 clusters Score -1020120 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -1020124.375000 Penalty: 4460.617188
	Iteration 25Q: 3 clusters Score -1020124 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -1020125.312500 Penalty: 4460.617188
	Iteration 26Q: 3 clusters Score -1020125 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -1020128.000000 Penalty: 4460.617188
	Iteration 27Q: 3 clusters Score -1020128 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -1020130.062500 Penalty: 4460.617188
	Iteration 28Q: 3 clusters Score -1020130 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -1020131.312500 Penalty: 4460.617188
	Iteration 29Q: 3 clusters Score -1020131 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -1020131.125000 Penalty: 4460.617188
	Iteration 30Q: 3 clusters Score -1020131 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -1020130.750000 Penalty: 4460.617188
	Iteration 31Q: 3 clusters Score -1020131 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -1020129.750000 Penalty: 4460.617188
	Iteration 32Q: 3 clusters Score -1020130 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -1020130.875000 Penalty: 4460.617188
	Iteration 33Q: 3 clusters Score -1020131 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -1020132.250000 Penalty: 4460.617188
	Iteration 34Q: 3 clusters Score -1020132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -1020132.437500 Penalty: 4460.617188
	Iteration 35Q: 3 clusters Score -1020132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -1020130.375000 Penalty: 4460.617188
	Iteration 36Q: 3 clusters Score -1020130 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -1020131.562500 Penalty: 4460.617188
	Iteration 37Q: 3 clusters Score -1020132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -1020131.312500 Penalty: 4460.617188
	Iteration 38Q: 3 clusters Score -1020131 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -1020131.312500 Penalty: 4460.617188
	Iteration 39F: 3 clusters Score -1020131 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (177993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177993 members 
Entering Unmasked Estep 
Score: -22759180.000000 Penalty: 2998.195801
	Iteration 0F: 2 clusters Score -2.275918e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89286 members 
Mstep: Class 2 contains 88707 members 
Entering Unmasked Estep 
Score: -22640630.000000 Penalty: 5996.391602
	Iteration 0F: 3 clusters Score -2.264063e+07 nChanged 84997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93947 members 
Mstep: Class 2 contains 84046 members 
Entering Unmasked Estep 
Score: -22690420.000000 Penalty: 5996.391602
	Iteration 1F: 3 clusters Score -2.269042e+07 nChanged 5579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96976 members 
Mstep: Class 2 contains 81017 members 
Entering Unmasked Estep 
Score: -22691848.000000 Penalty: 5996.391602
	Iteration 2Q: 3 clusters Score -2.269185e+07 nChanged 6636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101684 members 
Mstep: Class 2 contains 76309 members 
Entering Unmasked Estep 
Score: -22694010.000000 Penalty: 5996.391602
	Iteration 3Q: 3 clusters Score -2.269401e+07 nChanged 8355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108755 members 
Mstep: Class 2 contains 69238 members 
Entering Unmasked Estep 
Score: -22697828.000000 Penalty: 5996.391602
	Iteration 4Q: 3 clusters Score -2.269783e+07 nChanged 10848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118797 members 
Mstep: Class 2 contains 59196 members 
Entering Unmasked Estep 
Score: -22704138.000000 Penalty: 5996.391602
	Iteration 5F: 3 clusters Score -2.270414e+07 nChanged 13537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131948 members 
Mstep: Class 2 contains 46045 members 
Entering Unmasked Estep 
Score: -22714276.000000 Penalty: 5996.391602
	Iteration 6F: 3 clusters Score -2.271428e+07 nChanged 14899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146721 members 
Mstep: Class 2 contains 31272 members 
Entering Unmasked Estep 
Score: -22727314.000000 Penalty: 5996.391602
	Iteration 7F: 3 clusters Score -2.272731e+07 nChanged 13406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160109 members 
Mstep: Class 2 contains 17884 members 
Entering Unmasked Estep 
Score: -22739904.000000 Penalty: 5996.391602
	Iteration 8F: 3 clusters Score -2.27399e+07 nChanged 9265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169374 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -22748810.000000 Penalty: 5996.391602
	Iteration 9F: 3 clusters Score -2.274881e+07 nChanged 5058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174426 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -22753374.000000 Penalty: 5996.391602
	Iteration 10Q: 3 clusters Score -2.275337e+07 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176523 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -22755404.000000 Penalty: 5996.391602
	Iteration 11Q: 3 clusters Score -2.27554e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177282 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -22756048.000000 Penalty: 5996.391602
	Iteration 12Q: 3 clusters Score -2.275605e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177484 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -22756248.000000 Penalty: 5996.391602
	Iteration 13Q: 3 clusters Score -2.275625e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177564 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -22756394.000000 Penalty: 5996.391602
	Iteration 14Q: 3 clusters Score -2.275639e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177611 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -22756460.000000 Penalty: 5996.391602
	Iteration 15Q: 3 clusters Score -2.275646e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177631 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -22756496.000000 Penalty: 5996.391602
	Iteration 16Q: 3 clusters Score -2.27565e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177642 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -22756504.000000 Penalty: 5996.391602
	Iteration 17Q: 3 clusters Score -2.27565e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177645 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -22756514.000000 Penalty: 5996.391602
	Iteration 18Q: 3 clusters Score -2.275651e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177653 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -22756474.000000 Penalty: 5996.391602
	Iteration 19Q: 3 clusters Score -2.275647e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177650 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -22756498.000000 Penalty: 5996.391602
	Iteration 20F: 3 clusters Score -2.27565e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177653 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -22756500.000000 Penalty: 5996.391602
	Iteration 21Q: 3 clusters Score -2.27565e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177656 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -22756490.000000 Penalty: 5996.391602
	Iteration 22Q: 3 clusters Score -2.275649e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177659 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -22756508.000000 Penalty: 5996.391602
	Iteration 23Q: 3 clusters Score -2.275651e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177658 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -22756506.000000 Penalty: 5996.391602
	Iteration 24Q: 3 clusters Score -2.275651e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177658 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -22756506.000000 Penalty: 5996.391602
	Iteration 25F: 3 clusters Score -2.275651e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (8546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Entering Unmasked Estep 
Score: -943320.062500 Penalty: 2245.198242
	Iteration 0F: 2 clusters Score -943320.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -936553.625000 Penalty: 4490.396484
	Iteration 0F: 3 clusters Score -936553.6 nChanged 3522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -938853.687500 Penalty: 4490.396484
	Iteration 1F: 3 clusters Score -938853.7 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -939490.250000 Penalty: 4490.396484
	Iteration 2F: 3 clusters Score -939490.2 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -939952.437500 Penalty: 4490.396484
	Iteration 3F: 3 clusters Score -939952.4 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -940311.250000 Penalty: 4490.396484
	Iteration 4F: 3 clusters Score -940311.2 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -940573.375000 Penalty: 4490.396484
	Iteration 5Q: 3 clusters Score -940573.4 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -940741.375000 Penalty: 4490.396484
	Iteration 6Q: 3 clusters Score -940741.4 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -940860.562500 Penalty: 4490.396484
	Iteration 7Q: 3 clusters Score -940860.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -940951.625000 Penalty: 4490.396484
	Iteration 8Q: 3 clusters Score -940951.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -941025.312500 Penalty: 4490.396484
	Iteration 9Q: 3 clusters Score -941025.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -941081.875000 Penalty: 4490.396484
	Iteration 10Q: 3 clusters Score -941081.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -941119.375000 Penalty: 4490.396484
	Iteration 11Q: 3 clusters Score -941119.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -941150.937500 Penalty: 4490.396484
	Iteration 12Q: 3 clusters Score -941150.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -941184.125000 Penalty: 4490.396484
	Iteration 13Q: 3 clusters Score -941184.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -941205.312500 Penalty: 4490.396484
	Iteration 14Q: 3 clusters Score -941205.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -941219.750000 Penalty: 4490.396484
	Iteration 15Q: 3 clusters Score -941219.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -941230.000000 Penalty: 4490.396484
	Iteration 16Q: 3 clusters Score -941230 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -941241.687500 Penalty: 4490.396484
	Iteration 17Q: 3 clusters Score -941241.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -941243.625000 Penalty: 4490.396484
	Iteration 18Q: 3 clusters Score -941243.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -941253.312500 Penalty: 4490.396484
	Iteration 19Q: 3 clusters Score -941253.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -941260.562500 Penalty: 4490.396484
	Iteration 20F: 3 clusters Score -941260.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -941270.687500 Penalty: 4490.396484
	Iteration 21Q: 3 clusters Score -941270.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -941276.937500 Penalty: 4490.396484
	Iteration 22Q: 3 clusters Score -941276.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -941286.125000 Penalty: 4490.396484
	Iteration 23Q: 3 clusters Score -941286.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -941296.125000 Penalty: 4490.396484
	Iteration 24Q: 3 clusters Score -941296.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -941331.000000 Penalty: 4490.396484
	Iteration 25Q: 3 clusters Score -941331 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -941387.187500 Penalty: 4490.396484
	Iteration 26Q: 3 clusters Score -941387.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -941428.750000 Penalty: 4490.396484
	Iteration 27Q: 3 clusters Score -941428.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -941469.312500 Penalty: 4490.396484
	Iteration 28Q: 3 clusters Score -941469.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -941503.250000 Penalty: 4490.396484
	Iteration 29Q: 3 clusters Score -941503.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -941542.062500 Penalty: 4490.396484
	Iteration 30Q: 3 clusters Score -941542.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -941576.375000 Penalty: 4490.396484
	Iteration 31Q: 3 clusters Score -941576.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -941609.812500 Penalty: 4490.396484
	Iteration 32Q: 3 clusters Score -941609.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -941642.562500 Penalty: 4490.396484
	Iteration 33Q: 3 clusters Score -941642.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -941669.187500 Penalty: 4490.396484
	Iteration 34Q: 3 clusters Score -941669.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -941687.312500 Penalty: 4490.396484
	Iteration 35Q: 3 clusters Score -941687.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -941700.250000 Penalty: 4490.396484
	Iteration 36Q: 3 clusters Score -941700.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -941714.062500 Penalty: 4490.396484
	Iteration 37Q: 3 clusters Score -941714.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -941727.187500 Penalty: 4490.396484
	Iteration 38Q: 3 clusters Score -941727.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -941740.000000 Penalty: 4490.396484
	Iteration 39Q: 3 clusters Score -941740 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -941755.937500 Penalty: 4490.396484
	Iteration 40F: 3 clusters Score -941755.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -941772.812500 Penalty: 4490.396484
	Iteration 41Q: 3 clusters Score -941772.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -941787.500000 Penalty: 4490.396484
	Iteration 42Q: 3 clusters Score -941787.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -941802.437500 Penalty: 4490.396484
	Iteration 43Q: 3 clusters Score -941802.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -941821.500000 Penalty: 4490.396484
	Iteration 44Q: 3 clusters Score -941821.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -941839.500000 Penalty: 4490.396484
	Iteration 45Q: 3 clusters Score -941839.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -941861.937500 Penalty: 4490.396484
	Iteration 46Q: 3 clusters Score -941861.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -941883.750000 Penalty: 4490.396484
	Iteration 47Q: 3 clusters Score -941883.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -941900.562500 Penalty: 4490.396484
	Iteration 48Q: 3 clusters Score -941900.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -941924.375000 Penalty: 4490.396484
	Iteration 49Q: 3 clusters Score -941924.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -941952.125000 Penalty: 4490.396484
	Iteration 50Q: 3 clusters Score -941952.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -941988.500000 Penalty: 4490.396484
	Iteration 51Q: 3 clusters Score -941988.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -942020.062500 Penalty: 4490.396484
	Iteration 52Q: 3 clusters Score -942020.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -942054.125000 Penalty: 4490.396484
	Iteration 53Q: 3 clusters Score -942054.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -942076.875000 Penalty: 4490.396484
	Iteration 54Q: 3 clusters Score -942076.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -942101.812500 Penalty: 4490.396484
	Iteration 55Q: 3 clusters Score -942101.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -942126.937500 Penalty: 4490.396484
	Iteration 56Q: 3 clusters Score -942126.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -942156.062500 Penalty: 4490.396484
	Iteration 57Q: 3 clusters Score -942156.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -942187.187500 Penalty: 4490.396484
	Iteration 58Q: 3 clusters Score -942187.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -942215.000000 Penalty: 4490.396484
	Iteration 59Q: 3 clusters Score -942215 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -942237.437500 Penalty: 4490.396484
	Iteration 60F: 3 clusters Score -942237.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -942258.312500 Penalty: 4490.396484
	Iteration 61Q: 3 clusters Score -942258.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -942281.437500 Penalty: 4490.396484
	Iteration 62Q: 3 clusters Score -942281.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -942309.500000 Penalty: 4490.396484
	Iteration 63Q: 3 clusters Score -942309.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -942329.500000 Penalty: 4490.396484
	Iteration 64Q: 3 clusters Score -942329.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -942347.687500 Penalty: 4490.396484
	Iteration 65Q: 3 clusters Score -942347.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -942368.937500 Penalty: 4490.396484
	Iteration 66Q: 3 clusters Score -942368.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -942386.812500 Penalty: 4490.396484
	Iteration 67Q: 3 clusters Score -942386.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -942405.812500 Penalty: 4490.396484
	Iteration 68Q: 3 clusters Score -942405.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -942410.625000 Penalty: 4490.396484
	Iteration 69Q: 3 clusters Score -942410.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -942425.312500 Penalty: 4490.396484
	Iteration 70Q: 3 clusters Score -942425.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -942438.375000 Penalty: 4490.396484
	Iteration 71Q: 3 clusters Score -942438.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -942455.125000 Penalty: 4490.396484
	Iteration 72Q: 3 clusters Score -942455.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -942469.625000 Penalty: 4490.396484
	Iteration 73Q: 3 clusters Score -942469.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -942477.500000 Penalty: 4490.396484
	Iteration 74Q: 3 clusters Score -942477.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -942490.437500 Penalty: 4490.396484
	Iteration 75Q: 3 clusters Score -942490.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -942504.250000 Penalty: 4490.396484
	Iteration 76Q: 3 clusters Score -942504.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -942520.562500 Penalty: 4490.396484
	Iteration 77Q: 3 clusters Score -942520.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -942538.187500 Penalty: 4490.396484
	Iteration 78Q: 3 clusters Score -942538.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -942550.187500 Penalty: 4490.396484
	Iteration 79Q: 3 clusters Score -942550.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -942558.312500 Penalty: 4490.396484
	Iteration 80F: 3 clusters Score -942558.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -942566.875000 Penalty: 4490.396484
	Iteration 81Q: 3 clusters Score -942566.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -942573.062500 Penalty: 4490.396484
	Iteration 82Q: 3 clusters Score -942573.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -942578.000000 Penalty: 4490.396484
	Iteration 83Q: 3 clusters Score -942578 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -942586.750000 Penalty: 4490.396484
	Iteration 84Q: 3 clusters Score -942586.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -942591.625000 Penalty: 4490.396484
	Iteration 85Q: 3 clusters Score -942591.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -942599.000000 Penalty: 4490.396484
	Iteration 86Q: 3 clusters Score -942599 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -942601.687500 Penalty: 4490.396484
	Iteration 87Q: 3 clusters Score -942601.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -942601.750000 Penalty: 4490.396484
	Iteration 88Q: 3 clusters Score -942601.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -942604.937500 Penalty: 4490.396484
	Iteration 89Q: 3 clusters Score -942604.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -942604.375000 Penalty: 4490.396484
	Iteration 90Q: 3 clusters Score -942604.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -942605.812500 Penalty: 4490.396484
	Iteration 91Q: 3 clusters Score -942605.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -942607.875000 Penalty: 4490.396484
	Iteration 92Q: 3 clusters Score -942607.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -942608.687500 Penalty: 4490.396484
	Iteration 93Q: 3 clusters Score -942608.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -942608.062500 Penalty: 4490.396484
	Iteration 94Q: 3 clusters Score -942608.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -942611.312500 Penalty: 4490.396484
	Iteration 95Q: 3 clusters Score -942611.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -942611.375000 Penalty: 4490.396484
	Iteration 96Q: 3 clusters Score -942611.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -942613.812500 Penalty: 4490.396484
	Iteration 97Q: 3 clusters Score -942613.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -942618.125000 Penalty: 4490.396484
	Iteration 98Q: 3 clusters Score -942618.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -942617.125000 Penalty: 4490.396484
	Iteration 99Q: 3 clusters Score -942617.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -942619.750000 Penalty: 4490.396484
	Iteration 100F: 3 clusters Score -942619.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -942618.812500 Penalty: 4490.396484
	Iteration 101Q: 3 clusters Score -942618.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -942622.687500 Penalty: 4490.396484
	Iteration 102Q: 3 clusters Score -942622.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -942621.937500 Penalty: 4490.396484
	Iteration 103Q: 3 clusters Score -942621.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -942621.375000 Penalty: 4490.396484
	Iteration 104Q: 3 clusters Score -942621.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -942622.312500 Penalty: 4490.396484
	Iteration 105Q: 3 clusters Score -942622.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -942622.312500 Penalty: 4490.396484
	Iteration 106F: 3 clusters Score -942622.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Entering Unmasked Estep 
Score: -464345.312500 Penalty: 2073.007568
	Iteration 0F: 2 clusters Score -464345.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -460289.187500 Penalty: 4146.015137
	Iteration 0F: 3 clusters Score -460289.2 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -461396.656250 Penalty: 4146.015137
	Iteration 1F: 3 clusters Score -461396.7 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -461761.656250 Penalty: 4146.015137
	Iteration 2F: 3 clusters Score -461761.7 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -462068.031250 Penalty: 4146.015137
	Iteration 3F: 3 clusters Score -462068 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -462317.187500 Penalty: 4146.015137
	Iteration 4F: 3 clusters Score -462317.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -462535.718750 Penalty: 4146.015137
	Iteration 5F: 3 clusters Score -462535.7 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -462757.843750 Penalty: 4146.015137
	Iteration 6Q: 3 clusters Score -462757.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -462919.781250 Penalty: 4146.015137
	Iteration 7Q: 3 clusters Score -462919.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -463037.250000 Penalty: 4146.015137
	Iteration 8Q: 3 clusters Score -463037.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -463114.093750 Penalty: 4146.015137
	Iteration 9Q: 3 clusters Score -463114.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -463165.218750 Penalty: 4146.015137
	Iteration 10Q: 3 clusters Score -463165.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -463199.468750 Penalty: 4146.015137
	Iteration 11Q: 3 clusters Score -463199.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -463229.875000 Penalty: 4146.015137
	Iteration 12Q: 3 clusters Score -463229.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -463251.656250 Penalty: 4146.015137
	Iteration 13Q: 3 clusters Score -463251.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -463264.531250 Penalty: 4146.015137
	Iteration 14Q: 3 clusters Score -463264.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -463275.156250 Penalty: 4146.015137
	Iteration 15Q: 3 clusters Score -463275.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -463282.843750 Penalty: 4146.015137
	Iteration 16Q: 3 clusters Score -463282.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -463287.500000 Penalty: 4146.015137
	Iteration 17Q: 3 clusters Score -463287.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -463295.406250 Penalty: 4146.015137
	Iteration 18Q: 3 clusters Score -463295.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -463302.312500 Penalty: 4146.015137
	Iteration 19Q: 3 clusters Score -463302.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -463308.625000 Penalty: 4146.015137
	Iteration 20F: 3 clusters Score -463308.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -463314.500000 Penalty: 4146.015137
	Iteration 21Q: 3 clusters Score -463314.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -463316.562500 Penalty: 4146.015137
	Iteration 22Q: 3 clusters Score -463316.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -463317.875000 Penalty: 4146.015137
	Iteration 23Q: 3 clusters Score -463317.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -463320.937500 Penalty: 4146.015137
	Iteration 24Q: 3 clusters Score -463320.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -463323.656250 Penalty: 4146.015137
	Iteration 25Q: 3 clusters Score -463323.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -463324.687500 Penalty: 4146.015137
	Iteration 26Q: 3 clusters Score -463324.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -463325.906250 Penalty: 4146.015137
	Iteration 27Q: 3 clusters Score -463325.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -463328.812500 Penalty: 4146.015137
	Iteration 28Q: 3 clusters Score -463328.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -463329.437500 Penalty: 4146.015137
	Iteration 29Q: 3 clusters Score -463329.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -463328.562500 Penalty: 4146.015137
	Iteration 30Q: 3 clusters Score -463328.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -463328.562500 Penalty: 4146.015137
	Iteration 31F: 3 clusters Score -463328.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (24373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24373 members 
Entering Unmasked Estep 
Score: -3078022.750000 Penalty: 2505.105469
	Iteration 0F: 2 clusters Score -3078023 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12090 members 
Mstep: Class 2 contains 12283 members 
Entering Unmasked Estep 
Score: -3061128.000000 Penalty: 5010.210938
	Iteration 0F: 3 clusters Score -3061128 nChanged 10899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11803 members 
Mstep: Class 2 contains 12570 members 
Entering Unmasked Estep 
Score: -3066965.750000 Penalty: 5010.210938
	Iteration 1F: 3 clusters Score -3066966 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11692 members 
Mstep: Class 2 contains 12681 members 
Entering Unmasked Estep 
Score: -3067432.000000 Penalty: 5010.210938
	Iteration 2F: 3 clusters Score -3067432 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11566 members 
Mstep: Class 2 contains 12807 members 
Entering Unmasked Estep 
Score: -3067891.000000 Penalty: 5010.210938
	Iteration 3Q: 3 clusters Score -3067891 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11413 members 
Mstep: Class 2 contains 12960 members 
Entering Unmasked Estep 
Score: -3068385.500000 Penalty: 5010.210938
	Iteration 4Q: 3 clusters Score -3068386 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11298 members 
Mstep: Class 2 contains 13075 members 
Entering Unmasked Estep 
Score: -3068971.000000 Penalty: 5010.210938
	Iteration 5Q: 3 clusters Score -3068971 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11166 members 
Mstep: Class 2 contains 13207 members 
Entering Unmasked Estep 
Score: -3069741.500000 Penalty: 5010.210938
	Iteration 6F: 3 clusters Score -3069742 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11024 members 
Mstep: Class 2 contains 13349 members 
Entering Unmasked Estep 
Score: -3070625.750000 Penalty: 5010.210938
	Iteration 7F: 3 clusters Score -3070626 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10801 members 
Mstep: Class 2 contains 13572 members 
Entering Unmasked Estep 
Score: -3071557.250000 Penalty: 5010.210938
	Iteration 8F: 3 clusters Score -3071557 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10539 members 
Mstep: Class 2 contains 13834 members 
Entering Unmasked Estep 
Score: -3072345.750000 Penalty: 5010.210938
	Iteration 9F: 3 clusters Score -3072346 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10209 members 
Mstep: Class 2 contains 14164 members 
Entering Unmasked Estep 
Score: -3072974.250000 Penalty: 5010.210938
	Iteration 10Q: 3 clusters Score -3072974 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 14603 members 
Entering Unmasked Estep 
Score: -3073458.250000 Penalty: 5010.210938
	Iteration 11Q: 3 clusters Score -3073458 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 15083 members 
Entering Unmasked Estep 
Score: -3073803.250000 Penalty: 5010.210938
	Iteration 12Q: 3 clusters Score -3073803 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 15501 members 
Entering Unmasked Estep 
Score: -3074058.250000 Penalty: 5010.210938
	Iteration 13Q: 3 clusters Score -3074058 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 15907 members 
Entering Unmasked Estep 
Score: -3074232.250000 Penalty: 5010.210938
	Iteration 14Q: 3 clusters Score -3074232 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 16310 members 
Entering Unmasked Estep 
Score: -3074387.000000 Penalty: 5010.210938
	Iteration 15Q: 3 clusters Score -3074387 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 16721 members 
Entering Unmasked Estep 
Score: -3074539.500000 Penalty: 5010.210938
	Iteration 16Q: 3 clusters Score -3074540 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 17123 members 
Entering Unmasked Estep 
Score: -3074673.500000 Penalty: 5010.210938
	Iteration 17Q: 3 clusters Score -3074674 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 17499 members 
Entering Unmasked Estep 
Score: -3074788.500000 Penalty: 5010.210938
	Iteration 18Q: 3 clusters Score -3074788 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 17861 members 
Entering Unmasked Estep 
Score: -3074908.000000 Penalty: 5010.210938
	Iteration 19Q: 3 clusters Score -3074908 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 18208 members 
Entering Unmasked Estep 
Score: -3075016.250000 Penalty: 5010.210938
	Iteration 20F: 3 clusters Score -3075016 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 18525 members 
Entering Unmasked Estep 
Score: -3075124.500000 Penalty: 5010.210938
	Iteration 21Q: 3 clusters Score -3075124 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 18842 members 
Entering Unmasked Estep 
Score: -3075207.000000 Penalty: 5010.210938
	Iteration 22Q: 3 clusters Score -3075207 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 19108 members 
Entering Unmasked Estep 
Score: -3075273.500000 Penalty: 5010.210938
	Iteration 23Q: 3 clusters Score -3075274 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 19366 members 
Entering Unmasked Estep 
Score: -3075338.000000 Penalty: 5010.210938
	Iteration 24Q: 3 clusters Score -3075338 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 19613 members 
Entering Unmasked Estep 
Score: -3075394.000000 Penalty: 5010.210938
	Iteration 25Q: 3 clusters Score -3075394 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 19818 members 
Entering Unmasked Estep 
Score: -3075466.750000 Penalty: 5010.210938
	Iteration 26Q: 3 clusters Score -3075467 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 20033 members 
Entering Unmasked Estep 
Score: -3075510.750000 Penalty: 5010.210938
	Iteration 27Q: 3 clusters Score -3075511 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 20208 members 
Entering Unmasked Estep 
Score: -3075566.750000 Penalty: 5010.210938
	Iteration 28Q: 3 clusters Score -3075567 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 20392 members 
Entering Unmasked Estep 
Score: -3075623.000000 Penalty: 5010.210938
	Iteration 29Q: 3 clusters Score -3075623 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 20555 members 
Entering Unmasked Estep 
Score: -3075647.500000 Penalty: 5010.210938
	Iteration 30Q: 3 clusters Score -3075648 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 20708 members 
Entering Unmasked Estep 
Score: -3075698.000000 Penalty: 5010.210938
	Iteration 31Q: 3 clusters Score -3075698 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 20854 members 
Entering Unmasked Estep 
Score: -3075738.750000 Penalty: 5010.210938
	Iteration 32Q: 3 clusters Score -3075739 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 20998 members 
Entering Unmasked Estep 
Score: -3075780.000000 Penalty: 5010.210938
	Iteration 33Q: 3 clusters Score -3075780 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 21122 members 
Entering Unmasked Estep 
Score: -3075816.500000 Penalty: 5010.210938
	Iteration 34Q: 3 clusters Score -3075816 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 21244 members 
Entering Unmasked Estep 
Score: -3075848.250000 Penalty: 5010.210938
	Iteration 35Q: 3 clusters Score -3075848 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 21346 members 
Entering Unmasked Estep 
Score: -3075890.000000 Penalty: 5010.210938
	Iteration 36Q: 3 clusters Score -3075890 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 21447 members 
Entering Unmasked Estep 
Score: -3075909.500000 Penalty: 5010.210938
	Iteration 37Q: 3 clusters Score -3075910 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 21532 members 
Entering Unmasked Estep 
Score: -3075944.000000 Penalty: 5010.210938
	Iteration 38Q: 3 clusters Score -3075944 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 21597 members 
Entering Unmasked Estep 
Score: -3075940.500000 Penalty: 5010.210938
	Iteration 39Q: 3 clusters Score -3075940 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 21653 members 
Entering Unmasked Estep 
Score: -3075968.000000 Penalty: 5010.210938
	Iteration 40F: 3 clusters Score -3075968 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 21715 members 
Entering Unmasked Estep 
Score: -3075971.500000 Penalty: 5010.210938
	Iteration 41Q: 3 clusters Score -3075972 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 21771 members 
Entering Unmasked Estep 
Score: -3075988.250000 Penalty: 5010.210938
	Iteration 42Q: 3 clusters Score -3075988 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 21817 members 
Entering Unmasked Estep 
Score: -3075999.000000 Penalty: 5010.210938
	Iteration 43Q: 3 clusters Score -3075999 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 21856 members 
Entering Unmasked Estep 
Score: -3076010.250000 Penalty: 5010.210938
	Iteration 44Q: 3 clusters Score -3076010 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 21896 members 
Entering Unmasked Estep 
Score: -3076023.750000 Penalty: 5010.210938
	Iteration 45Q: 3 clusters Score -3076024 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 21934 members 
Entering Unmasked Estep 
Score: -3076029.500000 Penalty: 5010.210938
	Iteration 46Q: 3 clusters Score -3076030 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 21960 members 
Entering Unmasked Estep 
Score: -3076029.500000 Penalty: 5010.210938
	Iteration 47Q: 3 clusters Score -3076030 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 21986 members 
Entering Unmasked Estep 
Score: -3076046.750000 Penalty: 5010.210938
	Iteration 48Q: 3 clusters Score -3076047 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 22015 members 
Entering Unmasked Estep 
Score: -3076051.000000 Penalty: 5010.210938
	Iteration 49Q: 3 clusters Score -3076051 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 22039 members 
Entering Unmasked Estep 
Score: -3076057.000000 Penalty: 5010.210938
	Iteration 50Q: 3 clusters Score -3076057 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 22066 members 
Entering Unmasked Estep 
Score: -3076069.500000 Penalty: 5010.210938
	Iteration 51Q: 3 clusters Score -3076070 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 22095 members 
Entering Unmasked Estep 
Score: -3076069.000000 Penalty: 5010.210938
	Iteration 52Q: 3 clusters Score -3076069 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 22120 members 
Entering Unmasked Estep 
Score: -3076074.250000 Penalty: 5010.210938
	Iteration 53Q: 3 clusters Score -3076074 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 22144 members 
Entering Unmasked Estep 
Score: -3076087.000000 Penalty: 5010.210938
	Iteration 54Q: 3 clusters Score -3076087 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 22169 members 
Entering Unmasked Estep 
Score: -3076094.250000 Penalty: 5010.210938
	Iteration 55Q: 3 clusters Score -3076094 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 22184 members 
Entering Unmasked Estep 
Score: -3076090.250000 Penalty: 5010.210938
	Iteration 56Q: 3 clusters Score -3076090 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 22207 members 
Entering Unmasked Estep 
Score: -3076102.000000 Penalty: 5010.210938
	Iteration 57Q: 3 clusters Score -3076102 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 22226 members 
Entering Unmasked Estep 
Score: -3076105.250000 Penalty: 5010.210938
	Iteration 58Q: 3 clusters Score -3076105 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 22241 members 
Entering Unmasked Estep 
Score: -3076111.750000 Penalty: 5010.210938
	Iteration 59Q: 3 clusters Score -3076112 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 22254 members 
Entering Unmasked Estep 
Score: -3076113.250000 Penalty: 5010.210938
	Iteration 60F: 3 clusters Score -3076113 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 22261 members 
Entering Unmasked Estep 
Score: -3076117.750000 Penalty: 5010.210938
	Iteration 61Q: 3 clusters Score -3076118 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 22270 members 
Entering Unmasked Estep 
Score: -3076114.750000 Penalty: 5010.210938
	Iteration 62Q: 3 clusters Score -3076115 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 22285 members 
Entering Unmasked Estep 
Score: -3076112.500000 Penalty: 5010.210938
	Iteration 63Q: 3 clusters Score -3076112 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 22299 members 
Entering Unmasked Estep 
Score: -3076110.250000 Penalty: 5010.210938
	Iteration 64Q: 3 clusters Score -3076110 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 22308 members 
Entering Unmasked Estep 
Score: -3076115.250000 Penalty: 5010.210938
	Iteration 65Q: 3 clusters Score -3076115 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 22312 members 
Entering Unmasked Estep 
Score: -3076112.000000 Penalty: 5010.210938
	Iteration 66Q: 3 clusters Score -3076112 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 22316 members 
Entering Unmasked Estep 
Score: -3076113.250000 Penalty: 5010.210938
	Iteration 67Q: 3 clusters Score -3076113 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 22328 members 
Entering Unmasked Estep 
Score: -3076118.500000 Penalty: 5010.210938
	Iteration 68Q: 3 clusters Score -3076118 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 22336 members 
Entering Unmasked Estep 
Score: -3076123.750000 Penalty: 5010.210938
	Iteration 69Q: 3 clusters Score -3076124 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 22344 members 
Entering Unmasked Estep 
Score: -3076123.000000 Penalty: 5010.210938
	Iteration 70Q: 3 clusters Score -3076123 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 22350 members 
Entering Unmasked Estep 
Score: -3076136.250000 Penalty: 5010.210938
	Iteration 71Q: 3 clusters Score -3076136 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 22356 members 
Entering Unmasked Estep 
Score: -3076138.500000 Penalty: 5010.210938
	Iteration 72Q: 3 clusters Score -3076138 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 22362 members 
Entering Unmasked Estep 
Score: -3076139.000000 Penalty: 5010.210938
	Iteration 73Q: 3 clusters Score -3076139 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 22366 members 
Entering Unmasked Estep 
Score: -3076142.250000 Penalty: 5010.210938
	Iteration 74Q: 3 clusters Score -3076142 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 22374 members 
Entering Unmasked Estep 
Score: -3076146.250000 Penalty: 5010.210938
	Iteration 75Q: 3 clusters Score -3076146 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 22379 members 
Entering Unmasked Estep 
Score: -3076147.750000 Penalty: 5010.210938
	Iteration 76Q: 3 clusters Score -3076148 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 22381 members 
Entering Unmasked Estep 
Score: -3076148.750000 Penalty: 5010.210938
	Iteration 77Q: 3 clusters Score -3076149 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 22385 members 
Entering Unmasked Estep 
Score: -3076149.750000 Penalty: 5010.210938
	Iteration 78Q: 3 clusters Score -3076150 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 22387 members 
Entering Unmasked Estep 
Score: -3076147.750000 Penalty: 5010.210938
	Iteration 79Q: 3 clusters Score -3076148 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 22389 members 
Entering Unmasked Estep 
Score: -3076148.000000 Penalty: 5010.210938
	Iteration 80F: 3 clusters Score -3076148 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 22391 members 
Entering Unmasked Estep 
Score: -3076146.750000 Penalty: 5010.210938
	Iteration 81Q: 3 clusters Score -3076147 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 22391 members 
Entering Unmasked Estep 
Score: -3076147.500000 Penalty: 5010.210938
	Iteration 82Q: 3 clusters Score -3076148 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 22396 members 
Entering Unmasked Estep 
Score: -3076147.250000 Penalty: 5010.210938
	Iteration 83Q: 3 clusters Score -3076147 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 22398 members 
Entering Unmasked Estep 
Score: -3076151.500000 Penalty: 5010.210938
	Iteration 84Q: 3 clusters Score -3076152 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 22400 members 
Entering Unmasked Estep 
Score: -3076147.250000 Penalty: 5010.210938
	Iteration 85Q: 3 clusters Score -3076147 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 22401 members 
Entering Unmasked Estep 
Score: -3076150.000000 Penalty: 5010.210938
	Iteration 86Q: 3 clusters Score -3076150 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 22402 members 
Entering Unmasked Estep 
Score: -3076148.250000 Penalty: 5010.210938
	Iteration 87Q: 3 clusters Score -3076148 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 22402 members 
Entering Unmasked Estep 
Score: -3076148.250000 Penalty: 5010.210938
	Iteration 88F: 3 clusters Score -3076148 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Entering Unmasked Estep 
Score: -505645.843750 Penalty: 2063.047852
	Iteration 0F: 2 clusters Score -505645.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -501646.593750 Penalty: 4126.095703
	Iteration 0F: 3 clusters Score -501646.6 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -502511.906250 Penalty: 4126.095703
	Iteration 1F: 3 clusters Score -502511.9 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -502705.187500 Penalty: 4126.095703
	Iteration 2F: 3 clusters Score -502705.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -502842.656250 Penalty: 4126.095703
	Iteration 3Q: 3 clusters Score -502842.7 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -502977.625000 Penalty: 4126.095703
	Iteration 4Q: 3 clusters Score -502977.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -503090.750000 Penalty: 4126.095703
	Iteration 5Q: 3 clusters Score -503090.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -503204.437500 Penalty: 4126.095703
	Iteration 6Q: 3 clusters Score -503204.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -503307.437500 Penalty: 4126.095703
	Iteration 7Q: 3 clusters Score -503307.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -503409.843750 Penalty: 4126.095703
	Iteration 8Q: 3 clusters Score -503409.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -503513.062500 Penalty: 4126.095703
	Iteration 9Q: 3 clusters Score -503513.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -503607.437500 Penalty: 4126.095703
	Iteration 10Q: 3 clusters Score -503607.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -503713.187500 Penalty: 4126.095703
	Iteration 11Q: 3 clusters Score -503713.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -503844.593750 Penalty: 4126.095703
	Iteration 12Q: 3 clusters Score -503844.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -504011.031250 Penalty: 4126.095703
	Iteration 13Q: 3 clusters Score -504011 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -504177.281250 Penalty: 4126.095703
	Iteration 14Q: 3 clusters Score -504177.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -504356.625000 Penalty: 4126.095703
	Iteration 15Q: 3 clusters Score -504356.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -504493.250000 Penalty: 4126.095703
	Iteration 16Q: 3 clusters Score -504493.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -504586.687500 Penalty: 4126.095703
	Iteration 17Q: 3 clusters Score -504586.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -504653.656250 Penalty: 4126.095703
	Iteration 18Q: 3 clusters Score -504653.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -504690.843750 Penalty: 4126.095703
	Iteration 19Q: 3 clusters Score -504690.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -504713.062500 Penalty: 4126.095703
	Iteration 20F: 3 clusters Score -504713.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -504728.937500 Penalty: 4126.095703
	Iteration 21Q: 3 clusters Score -504728.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -504739.593750 Penalty: 4126.095703
	Iteration 22Q: 3 clusters Score -504739.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -504746.375000 Penalty: 4126.095703
	Iteration 23Q: 3 clusters Score -504746.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -504751.687500 Penalty: 4126.095703
	Iteration 24Q: 3 clusters Score -504751.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -504755.687500 Penalty: 4126.095703
	Iteration 25Q: 3 clusters Score -504755.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -504757.531250 Penalty: 4126.095703
	Iteration 26Q: 3 clusters Score -504757.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -504760.468750 Penalty: 4126.095703
	Iteration 27Q: 3 clusters Score -504760.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -504762.625000 Penalty: 4126.095703
	Iteration 28Q: 3 clusters Score -504762.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -504764.562500 Penalty: 4126.095703
	Iteration 29Q: 3 clusters Score -504764.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -504766.531250 Penalty: 4126.095703
	Iteration 30Q: 3 clusters Score -504766.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -504766.656250 Penalty: 4126.095703
	Iteration 31Q: 3 clusters Score -504766.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -504766.656250 Penalty: 4126.095703
	Iteration 32F: 3 clusters Score -504766.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (6568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Entering Unmasked Estep 
Score: -820936.812500 Penalty: 2179.911133
	Iteration 0F: 2 clusters Score -820936.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -815449.187500 Penalty: 4359.822266
	Iteration 0F: 3 clusters Score -815449.2 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -816938.000000 Penalty: 4359.822266
	Iteration 1F: 3 clusters Score -816938 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -817260.937500 Penalty: 4359.822266
	Iteration 2F: 3 clusters Score -817260.9 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -817558.375000 Penalty: 4359.822266
	Iteration 3F: 3 clusters Score -817558.4 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -817913.250000 Penalty: 4359.822266
	Iteration 4F: 3 clusters Score -817913.2 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -818258.937500 Penalty: 4359.822266
	Iteration 5F: 3 clusters Score -818258.9 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -818652.562500 Penalty: 4359.822266
	Iteration 6F: 3 clusters Score -818652.6 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -819005.125000 Penalty: 4359.822266
	Iteration 7F: 3 clusters Score -819005.1 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -819288.875000 Penalty: 4359.822266
	Iteration 8Q: 3 clusters Score -819288.9 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -819512.250000 Penalty: 4359.822266
	Iteration 9Q: 3 clusters Score -819512.2 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -819667.937500 Penalty: 4359.822266
	Iteration 10Q: 3 clusters Score -819667.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -819776.812500 Penalty: 4359.822266
	Iteration 11Q: 3 clusters Score -819776.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -819837.812500 Penalty: 4359.822266
	Iteration 12Q: 3 clusters Score -819837.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -819878.750000 Penalty: 4359.822266
	Iteration 13Q: 3 clusters Score -819878.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -819914.687500 Penalty: 4359.822266
	Iteration 14Q: 3 clusters Score -819914.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -819949.312500 Penalty: 4359.822266
	Iteration 15Q: 3 clusters Score -819949.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -819983.250000 Penalty: 4359.822266
	Iteration 16Q: 3 clusters Score -819983.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -820032.375000 Penalty: 4359.822266
	Iteration 17Q: 3 clusters Score -820032.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -820096.750000 Penalty: 4359.822266
	Iteration 18Q: 3 clusters Score -820096.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -820176.312500 Penalty: 4359.822266
	Iteration 19Q: 3 clusters Score -820176.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -820305.812500 Penalty: 4359.822266
	Iteration 20F: 3 clusters Score -820305.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -820446.812500 Penalty: 4359.822266
	Iteration 21Q: 3 clusters Score -820446.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -820568.812500 Penalty: 4359.822266
	Iteration 22Q: 3 clusters Score -820568.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -820648.687500 Penalty: 4359.822266
	Iteration 23Q: 3 clusters Score -820648.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -820693.812500 Penalty: 4359.822266
	Iteration 24Q: 3 clusters Score -820693.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -820721.125000 Penalty: 4359.822266
	Iteration 25Q: 3 clusters Score -820721.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -820736.125000 Penalty: 4359.822266
	Iteration 26Q: 3 clusters Score -820736.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -820748.187500 Penalty: 4359.822266
	Iteration 27Q: 3 clusters Score -820748.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -820755.062500 Penalty: 4359.822266
	Iteration 28Q: 3 clusters Score -820755.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -820756.625000 Penalty: 4359.822266
	Iteration 29Q: 3 clusters Score -820756.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -820757.187500 Penalty: 4359.822266
	Iteration 30Q: 3 clusters Score -820757.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -820757.187500 Penalty: 4359.822266
	Iteration 31Q: 3 clusters Score -820757.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -820758.125000 Penalty: 4359.822266
	Iteration 32Q: 3 clusters Score -820758.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -820758.562500 Penalty: 4359.822266
	Iteration 33Q: 3 clusters Score -820758.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -820760.125000 Penalty: 4359.822266
	Iteration 34Q: 3 clusters Score -820760.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -820762.187500 Penalty: 4359.822266
	Iteration 35Q: 3 clusters Score -820762.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -820763.500000 Penalty: 4359.822266
	Iteration 36Q: 3 clusters Score -820763.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -820763.875000 Penalty: 4359.822266
	Iteration 37Q: 3 clusters Score -820763.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -820763.437500 Penalty: 4359.822266
	Iteration 38Q: 3 clusters Score -820763.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -820763.437500 Penalty: 4359.822266
	Iteration 39F: 3 clusters Score -820763.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (204868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204868 members 
Entering Unmasked Estep 
Score: -26355686.000000 Penalty: 3033.070068
	Iteration 0F: 2 clusters Score -2.635569e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102451 members 
Mstep: Class 2 contains 102417 members 
Entering Unmasked Estep 
Score: -26227480.000000 Penalty: 6066.140137
	Iteration 0F: 3 clusters Score -2.622748e+07 nChanged 98526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102607 members 
Mstep: Class 2 contains 102261 members 
Entering Unmasked Estep 
Score: -26284768.000000 Penalty: 6066.140137
	Iteration 1F: 3 clusters Score -2.628477e+07 nChanged 5135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103094 members 
Mstep: Class 2 contains 101774 members 
Entering Unmasked Estep 
Score: -26285832.000000 Penalty: 6066.140137
	Iteration 2Q: 3 clusters Score -2.628583e+07 nChanged 5477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103849 members 
Mstep: Class 2 contains 101019 members 
Entering Unmasked Estep 
Score: -26286954.000000 Penalty: 6066.140137
	Iteration 3Q: 3 clusters Score -2.628695e+07 nChanged 6076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105017 members 
Mstep: Class 2 contains 99851 members 
Entering Unmasked Estep 
Score: -26288504.000000 Penalty: 6066.140137
	Iteration 4Q: 3 clusters Score -2.62885e+07 nChanged 7127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106820 members 
Mstep: Class 2 contains 98048 members 
Entering Unmasked Estep 
Score: -26290806.000000 Penalty: 6066.140137
	Iteration 5Q: 3 clusters Score -2.629081e+07 nChanged 8385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109503 members 
Mstep: Class 2 contains 95365 members 
Entering Unmasked Estep 
Score: -26294252.000000 Penalty: 6066.140137
	Iteration 6Q: 3 clusters Score -2.629425e+07 nChanged 10080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113501 members 
Mstep: Class 2 contains 91367 members 
Entering Unmasked Estep 
Score: -26299458.000000 Penalty: 6066.140137
	Iteration 7Q: 3 clusters Score -2.629946e+07 nChanged 11572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118715 members 
Mstep: Class 2 contains 86153 members 
Entering Unmasked Estep 
Score: -26306154.000000 Penalty: 6066.140137
	Iteration 8F: 3 clusters Score -2.630615e+07 nChanged 12542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124299 members 
Mstep: Class 2 contains 80569 members 
Entering Unmasked Estep 
Score: -26314814.000000 Penalty: 6066.140137
	Iteration 9F: 3 clusters Score -2.631481e+07 nChanged 12617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128906 members 
Mstep: Class 2 contains 75962 members 
Entering Unmasked Estep 
Score: -26323768.000000 Penalty: 6066.140137
	Iteration 10F: 3 clusters Score -2.632377e+07 nChanged 11186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131648 members 
Mstep: Class 2 contains 73220 members 
Entering Unmasked Estep 
Score: -26330490.000000 Penalty: 6066.140137
	Iteration 11F: 3 clusters Score -2.633049e+07 nChanged 8483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133247 members 
Mstep: Class 2 contains 71621 members 
Entering Unmasked Estep 
Score: -26334170.000000 Penalty: 6066.140137
	Iteration 12Q: 3 clusters Score -2.633417e+07 nChanged 5603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134400 members 
Mstep: Class 2 contains 70468 members 
Entering Unmasked Estep 
Score: -26336008.000000 Penalty: 6066.140137
	Iteration 13Q: 3 clusters Score -2.633601e+07 nChanged 3781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135411 members 
Mstep: Class 2 contains 69457 members 
Entering Unmasked Estep 
Score: -26337200.000000 Penalty: 6066.140137
	Iteration 14Q: 3 clusters Score -2.63372e+07 nChanged 3119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136412 members 
Mstep: Class 2 contains 68456 members 
Entering Unmasked Estep 
Score: -26338174.000000 Penalty: 6066.140137
	Iteration 15Q: 3 clusters Score -2.633817e+07 nChanged 2856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137454 members 
Mstep: Class 2 contains 67414 members 
Entering Unmasked Estep 
Score: -26339144.000000 Penalty: 6066.140137
	Iteration 16Q: 3 clusters Score -2.633914e+07 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138407 members 
Mstep: Class 2 contains 66461 members 
Entering Unmasked Estep 
Score: -26340200.000000 Penalty: 6066.140137
	Iteration 17Q: 3 clusters Score -2.63402e+07 nChanged 2929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139358 members 
Mstep: Class 2 contains 65510 members 
Entering Unmasked Estep 
Score: -26341064.000000 Penalty: 6066.140137
	Iteration 18Q: 3 clusters Score -2.634106e+07 nChanged 2890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140300 members 
Mstep: Class 2 contains 64568 members 
Entering Unmasked Estep 
Score: -26342046.000000 Penalty: 6066.140137
	Iteration 19Q: 3 clusters Score -2.634205e+07 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141207 members 
Mstep: Class 2 contains 63661 members 
Entering Unmasked Estep 
Score: -26342810.000000 Penalty: 6066.140137
	Iteration 20F: 3 clusters Score -2.634281e+07 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142154 members 
Mstep: Class 2 contains 62714 members 
Entering Unmasked Estep 
Score: -26343674.000000 Penalty: 6066.140137
	Iteration 21Q: 3 clusters Score -2.634367e+07 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143216 members 
Mstep: Class 2 contains 61652 members 
Entering Unmasked Estep 
Score: -26344616.000000 Penalty: 6066.140137
	Iteration 22Q: 3 clusters Score -2.634462e+07 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144273 members 
Mstep: Class 2 contains 60595 members 
Entering Unmasked Estep 
Score: -26345380.000000 Penalty: 6066.140137
	Iteration 23Q: 3 clusters Score -2.634538e+07 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145420 members 
Mstep: Class 2 contains 59448 members 
Entering Unmasked Estep 
Score: -26346314.000000 Penalty: 6066.140137
	Iteration 24Q: 3 clusters Score -2.634631e+07 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146578 members 
Mstep: Class 2 contains 58290 members 
Entering Unmasked Estep 
Score: -26347064.000000 Penalty: 6066.140137
	Iteration 25Q: 3 clusters Score -2.634706e+07 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147755 members 
Mstep: Class 2 contains 57113 members 
Entering Unmasked Estep 
Score: -26347686.000000 Penalty: 6066.140137
	Iteration 26Q: 3 clusters Score -2.634769e+07 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148938 members 
Mstep: Class 2 contains 55930 members 
Entering Unmasked Estep 
Score: -26348302.000000 Penalty: 6066.140137
	Iteration 27Q: 3 clusters Score -2.63483e+07 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150094 members 
Mstep: Class 2 contains 54774 members 
Entering Unmasked Estep 
Score: -26348796.000000 Penalty: 6066.140137
	Iteration 28Q: 3 clusters Score -2.63488e+07 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151224 members 
Mstep: Class 2 contains 53644 members 
Entering Unmasked Estep 
Score: -26349148.000000 Penalty: 6066.140137
	Iteration 29Q: 3 clusters Score -2.634915e+07 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152445 members 
Mstep: Class 2 contains 52423 members 
Entering Unmasked Estep 
Score: -26349650.000000 Penalty: 6066.140137
	Iteration 30Q: 3 clusters Score -2.634965e+07 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153643 members 
Mstep: Class 2 contains 51225 members 
Entering Unmasked Estep 
Score: -26350212.000000 Penalty: 6066.140137
	Iteration 31Q: 3 clusters Score -2.635021e+07 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154897 members 
Mstep: Class 2 contains 49971 members 
Entering Unmasked Estep 
Score: -26350460.000000 Penalty: 6066.140137
	Iteration 32Q: 3 clusters Score -2.635046e+07 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156192 members 
Mstep: Class 2 contains 48676 members 
Entering Unmasked Estep 
Score: -26350774.000000 Penalty: 6066.140137
	Iteration 33Q: 3 clusters Score -2.635077e+07 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157463 members 
Mstep: Class 2 contains 47405 members 
Entering Unmasked Estep 
Score: -26351114.000000 Penalty: 6066.140137
	Iteration 34Q: 3 clusters Score -2.635111e+07 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158793 members 
Mstep: Class 2 contains 46075 members 
Entering Unmasked Estep 
Score: -26351508.000000 Penalty: 6066.140137
	Iteration 35Q: 3 clusters Score -2.635151e+07 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160164 members 
Mstep: Class 2 contains 44704 members 
Entering Unmasked Estep 
Score: -26351804.000000 Penalty: 6066.140137
	Iteration 36Q: 3 clusters Score -2.63518e+07 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161588 members 
Mstep: Class 2 contains 43280 members 
Entering Unmasked Estep 
Score: -26352232.000000 Penalty: 6066.140137
	Iteration 37Q: 3 clusters Score -2.635223e+07 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163133 members 
Mstep: Class 2 contains 41735 members 
Entering Unmasked Estep 
Score: -26352694.000000 Penalty: 6066.140137
	Iteration 38Q: 3 clusters Score -2.635269e+07 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164733 members 
Mstep: Class 2 contains 40135 members 
Entering Unmasked Estep 
Score: -26353232.000000 Penalty: 6066.140137
	Iteration 39Q: 3 clusters Score -2.635323e+07 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166350 members 
Mstep: Class 2 contains 38518 members 
Entering Unmasked Estep 
Score: -26353672.000000 Penalty: 6066.140137
	Iteration 40F: 3 clusters Score -2.635367e+07 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167998 members 
Mstep: Class 2 contains 36870 members 
Entering Unmasked Estep 
Score: -26354180.000000 Penalty: 6066.140137
	Iteration 41Q: 3 clusters Score -2.635418e+07 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169592 members 
Mstep: Class 2 contains 35276 members 
Entering Unmasked Estep 
Score: -26354664.000000 Penalty: 6066.140137
	Iteration 42Q: 3 clusters Score -2.635466e+07 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171226 members 
Mstep: Class 2 contains 33642 members 
Entering Unmasked Estep 
Score: -26355098.000000 Penalty: 6066.140137
	Iteration 43Q: 3 clusters Score -2.63551e+07 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172883 members 
Mstep: Class 2 contains 31985 members 
Entering Unmasked Estep 
Score: -26355592.000000 Penalty: 6066.140137
	Iteration 44Q: 3 clusters Score -2.635559e+07 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174576 members 
Mstep: Class 2 contains 30292 members 
Entering Unmasked Estep 
Score: -26356038.000000 Penalty: 6066.140137
	Iteration 45Q: 3 clusters Score -2.635604e+07 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176259 members 
Mstep: Class 2 contains 28609 members 
Entering Unmasked Estep 
Score: -26356354.000000 Penalty: 6066.140137
	Iteration 46Q: 3 clusters Score -2.635635e+07 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177900 members 
Mstep: Class 2 contains 26968 members 
Entering Unmasked Estep 
Score: -26356770.000000 Penalty: 6066.140137
	Iteration 47Q: 3 clusters Score -2.635677e+07 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179437 members 
Mstep: Class 2 contains 25431 members 
Entering Unmasked Estep 
Score: -26356900.000000 Penalty: 6066.140137
	Iteration 48Q: 3 clusters Score -2.63569e+07 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180929 members 
Mstep: Class 2 contains 23939 members 
Entering Unmasked Estep 
Score: -26357058.000000 Penalty: 6066.140137
	Iteration 49Q: 3 clusters Score -2.635706e+07 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182286 members 
Mstep: Class 2 contains 22582 members 
Entering Unmasked Estep 
Score: -26357170.000000 Penalty: 6066.140137
	Iteration 50Q: 3 clusters Score -2.635717e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183553 members 
Mstep: Class 2 contains 21315 members 
Entering Unmasked Estep 
Score: -26357322.000000 Penalty: 6066.140137
	Iteration 51Q: 3 clusters Score -2.635732e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184715 members 
Mstep: Class 2 contains 20153 members 
Entering Unmasked Estep 
Score: -26357418.000000 Penalty: 6066.140137
	Iteration 52Q: 3 clusters Score -2.635742e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185760 members 
Mstep: Class 2 contains 19108 members 
Entering Unmasked Estep 
Score: -26357376.000000 Penalty: 6066.140137
	Iteration 53Q: 3 clusters Score -2.635738e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186666 members 
Mstep: Class 2 contains 18202 members 
Entering Unmasked Estep 
Score: -26357336.000000 Penalty: 6066.140137
	Iteration 54Q: 3 clusters Score -2.635734e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187498 members 
Mstep: Class 2 contains 17370 members 
Entering Unmasked Estep 
Score: -26357368.000000 Penalty: 6066.140137
	Iteration 55Q: 3 clusters Score -2.635737e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188222 members 
Mstep: Class 2 contains 16646 members 
Entering Unmasked Estep 
Score: -26357412.000000 Penalty: 6066.140137
	Iteration 56Q: 3 clusters Score -2.635741e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188854 members 
Mstep: Class 2 contains 16014 members 
Entering Unmasked Estep 
Score: -26357376.000000 Penalty: 6066.140137
	Iteration 57Q: 3 clusters Score -2.635738e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189396 members 
Mstep: Class 2 contains 15472 members 
Entering Unmasked Estep 
Score: -26357380.000000 Penalty: 6066.140137
	Iteration 58Q: 3 clusters Score -2.635738e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189918 members 
Mstep: Class 2 contains 14950 members 
Entering Unmasked Estep 
Score: -26357270.000000 Penalty: 6066.140137
	Iteration 59Q: 3 clusters Score -2.635727e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190377 members 
Mstep: Class 2 contains 14491 members 
Entering Unmasked Estep 
Score: -26357222.000000 Penalty: 6066.140137
	Iteration 60F: 3 clusters Score -2.635722e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190807 members 
Mstep: Class 2 contains 14061 members 
Entering Unmasked Estep 
Score: -26357178.000000 Penalty: 6066.140137
	Iteration 61Q: 3 clusters Score -2.635718e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191206 members 
Mstep: Class 2 contains 13662 members 
Entering Unmasked Estep 
Score: -26357200.000000 Penalty: 6066.140137
	Iteration 62Q: 3 clusters Score -2.63572e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191563 members 
Mstep: Class 2 contains 13305 members 
Entering Unmasked Estep 
Score: -26357176.000000 Penalty: 6066.140137
	Iteration 63Q: 3 clusters Score -2.635718e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191870 members 
Mstep: Class 2 contains 12998 members 
Entering Unmasked Estep 
Score: -26357080.000000 Penalty: 6066.140137
	Iteration 64Q: 3 clusters Score -2.635708e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192138 members 
Mstep: Class 2 contains 12730 members 
Entering Unmasked Estep 
Score: -26357020.000000 Penalty: 6066.140137
	Iteration 65Q: 3 clusters Score -2.635702e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192414 members 
Mstep: Class 2 contains 12454 members 
Entering Unmasked Estep 
Score: -26357000.000000 Penalty: 6066.140137
	Iteration 66Q: 3 clusters Score -2.6357e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192660 members 
Mstep: Class 2 contains 12208 members 
Entering Unmasked Estep 
Score: -26356966.000000 Penalty: 6066.140137
	Iteration 67Q: 3 clusters Score -2.635697e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192910 members 
Mstep: Class 2 contains 11958 members 
Entering Unmasked Estep 
Score: -26356904.000000 Penalty: 6066.140137
	Iteration 68Q: 3 clusters Score -2.63569e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193156 members 
Mstep: Class 2 contains 11712 members 
Entering Unmasked Estep 
Score: -26356818.000000 Penalty: 6066.140137
	Iteration 69Q: 3 clusters Score -2.635682e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193361 members 
Mstep: Class 2 contains 11507 members 
Entering Unmasked Estep 
Score: -26356854.000000 Penalty: 6066.140137
	Iteration 70Q: 3 clusters Score -2.635685e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193546 members 
Mstep: Class 2 contains 11322 members 
Entering Unmasked Estep 
Score: -26356778.000000 Penalty: 6066.140137
	Iteration 71Q: 3 clusters Score -2.635678e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193682 members 
Mstep: Class 2 contains 11186 members 
Entering Unmasked Estep 
Score: -26356814.000000 Penalty: 6066.140137
	Iteration 72Q: 3 clusters Score -2.635681e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193802 members 
Mstep: Class 2 contains 11066 members 
Entering Unmasked Estep 
Score: -26356828.000000 Penalty: 6066.140137
	Iteration 73Q: 3 clusters Score -2.635683e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193924 members 
Mstep: Class 2 contains 10944 members 
Entering Unmasked Estep 
Score: -26356884.000000 Penalty: 6066.140137
	Iteration 74Q: 3 clusters Score -2.635688e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194040 members 
Mstep: Class 2 contains 10828 members 
Entering Unmasked Estep 
Score: -26356822.000000 Penalty: 6066.140137
	Iteration 75Q: 3 clusters Score -2.635682e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194147 members 
Mstep: Class 2 contains 10721 members 
Entering Unmasked Estep 
Score: -26356762.000000 Penalty: 6066.140137
	Iteration 76Q: 3 clusters Score -2.635676e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194258 members 
Mstep: Class 2 contains 10610 members 
Entering Unmasked Estep 
Score: -26356752.000000 Penalty: 6066.140137
	Iteration 77Q: 3 clusters Score -2.635675e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194361 members 
Mstep: Class 2 contains 10507 members 
Entering Unmasked Estep 
Score: -26356782.000000 Penalty: 6066.140137
	Iteration 78Q: 3 clusters Score -2.635678e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194455 members 
Mstep: Class 2 contains 10413 members 
Entering Unmasked Estep 
Score: -26356732.000000 Penalty: 6066.140137
	Iteration 79Q: 3 clusters Score -2.635673e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194549 members 
Mstep: Class 2 contains 10319 members 
Entering Unmasked Estep 
Score: -26356716.000000 Penalty: 6066.140137
	Iteration 80F: 3 clusters Score -2.635672e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194639 members 
Mstep: Class 2 contains 10229 members 
Entering Unmasked Estep 
Score: -26356734.000000 Penalty: 6066.140137
	Iteration 81Q: 3 clusters Score -2.635673e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194728 members 
Mstep: Class 2 contains 10140 members 
Entering Unmasked Estep 
Score: -26356718.000000 Penalty: 6066.140137
	Iteration 82Q: 3 clusters Score -2.635672e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194800 members 
Mstep: Class 2 contains 10068 members 
Entering Unmasked Estep 
Score: -26356712.000000 Penalty: 6066.140137
	Iteration 83Q: 3 clusters Score -2.635671e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194872 members 
Mstep: Class 2 contains 9996 members 
Entering Unmasked Estep 
Score: -26356682.000000 Penalty: 6066.140137
	Iteration 84Q: 3 clusters Score -2.635668e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194934 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -26356706.000000 Penalty: 6066.140137
	Iteration 85Q: 3 clusters Score -2.635671e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194986 members 
Mstep: Class 2 contains 9882 members 
Entering Unmasked Estep 
Score: -26356704.000000 Penalty: 6066.140137
	Iteration 86Q: 3 clusters Score -2.63567e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195029 members 
Mstep: Class 2 contains 9839 members 
Entering Unmasked Estep 
Score: -26356736.000000 Penalty: 6066.140137
	Iteration 87Q: 3 clusters Score -2.635674e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195081 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -26356762.000000 Penalty: 6066.140137
	Iteration 88Q: 3 clusters Score -2.635676e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195136 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -26356776.000000 Penalty: 6066.140137
	Iteration 89Q: 3 clusters Score -2.635678e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195192 members 
Mstep: Class 2 contains 9676 members 
Entering Unmasked Estep 
Score: -26356738.000000 Penalty: 6066.140137
	Iteration 90Q: 3 clusters Score -2.635674e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195245 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -26356706.000000 Penalty: 6066.140137
	Iteration 91Q: 3 clusters Score -2.635671e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195296 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
Score: -26356696.000000 Penalty: 6066.140137
	Iteration 92Q: 3 clusters Score -2.63567e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195355 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -26356648.000000 Penalty: 6066.140137
	Iteration 93Q: 3 clusters Score -2.635665e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195397 members 
Mstep: Class 2 contains 9471 members 
Entering Unmasked Estep 
Score: -26356650.000000 Penalty: 6066.140137
	Iteration 94Q: 3 clusters Score -2.635665e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195435 members 
Mstep: Class 2 contains 9433 members 
Entering Unmasked Estep 
Score: -26356626.000000 Penalty: 6066.140137
	Iteration 95Q: 3 clusters Score -2.635663e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195474 members 
Mstep: Class 2 contains 9394 members 
Entering Unmasked Estep 
Score: -26356630.000000 Penalty: 6066.140137
	Iteration 96Q: 3 clusters Score -2.635663e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195517 members 
Mstep: Class 2 contains 9351 members 
Entering Unmasked Estep 
Score: -26356640.000000 Penalty: 6066.140137
	Iteration 97Q: 3 clusters Score -2.635664e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195562 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -26356598.000000 Penalty: 6066.140137
	Iteration 98Q: 3 clusters Score -2.63566e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195602 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -26356608.000000 Penalty: 6066.140137
	Iteration 99Q: 3 clusters Score -2.635661e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195643 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -26356588.000000 Penalty: 6066.140137
	Iteration 100F: 3 clusters Score -2.635659e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195684 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -26356574.000000 Penalty: 6066.140137
	Iteration 101Q: 3 clusters Score -2.635657e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195720 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -26356564.000000 Penalty: 6066.140137
	Iteration 102Q: 3 clusters Score -2.635656e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195754 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -26356542.000000 Penalty: 6066.140137
	Iteration 103Q: 3 clusters Score -2.635654e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195783 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -26356550.000000 Penalty: 6066.140137
	Iteration 104Q: 3 clusters Score -2.635655e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195801 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -26356558.000000 Penalty: 6066.140137
	Iteration 105Q: 3 clusters Score -2.635656e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195820 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -26356566.000000 Penalty: 6066.140137
	Iteration 106Q: 3 clusters Score -2.635657e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195846 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -26356538.000000 Penalty: 6066.140137
	Iteration 107Q: 3 clusters Score -2.635654e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195877 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -26356536.000000 Penalty: 6066.140137
	Iteration 108Q: 3 clusters Score -2.635654e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195900 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -26356536.000000 Penalty: 6066.140137
	Iteration 109Q: 3 clusters Score -2.635654e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195923 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -26356524.000000 Penalty: 6066.140137
	Iteration 110Q: 3 clusters Score -2.635652e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195941 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -26356492.000000 Penalty: 6066.140137
	Iteration 111Q: 3 clusters Score -2.635649e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195962 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -26356470.000000 Penalty: 6066.140137
	Iteration 112Q: 3 clusters Score -2.635647e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195981 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -26356466.000000 Penalty: 6066.140137
	Iteration 113Q: 3 clusters Score -2.635647e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196005 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -26356484.000000 Penalty: 6066.140137
	Iteration 114Q: 3 clusters Score -2.635648e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196027 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -26356480.000000 Penalty: 6066.140137
	Iteration 115Q: 3 clusters Score -2.635648e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196043 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -26356470.000000 Penalty: 6066.140137
	Iteration 116Q: 3 clusters Score -2.635647e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196062 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -26356474.000000 Penalty: 6066.140137
	Iteration 117Q: 3 clusters Score -2.635647e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196076 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -26356466.000000 Penalty: 6066.140137
	Iteration 118Q: 3 clusters Score -2.635647e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196085 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -26356472.000000 Penalty: 6066.140137
	Iteration 119Q: 3 clusters Score -2.635647e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196088 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -26356474.000000 Penalty: 6066.140137
	Iteration 120F: 3 clusters Score -2.635647e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196094 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -26356492.000000 Penalty: 6066.140137
	Iteration 121Q: 3 clusters Score -2.635649e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196100 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -26356462.000000 Penalty: 6066.140137
	Iteration 122Q: 3 clusters Score -2.635646e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196105 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -26356474.000000 Penalty: 6066.140137
	Iteration 123Q: 3 clusters Score -2.635647e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196110 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -26356490.000000 Penalty: 6066.140137
	Iteration 124Q: 3 clusters Score -2.635649e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196115 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -26356486.000000 Penalty: 6066.140137
	Iteration 125Q: 3 clusters Score -2.635649e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196119 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -26356458.000000 Penalty: 6066.140137
	Iteration 126Q: 3 clusters Score -2.635646e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196123 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -26356462.000000 Penalty: 6066.140137
	Iteration 127Q: 3 clusters Score -2.635646e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196125 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -26356464.000000 Penalty: 6066.140137
	Iteration 128Q: 3 clusters Score -2.635646e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196127 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -26356452.000000 Penalty: 6066.140137
	Iteration 129Q: 3 clusters Score -2.635645e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196129 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -26356458.000000 Penalty: 6066.140137
	Iteration 130Q: 3 clusters Score -2.635646e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196130 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -26356460.000000 Penalty: 6066.140137
	Iteration 131Q: 3 clusters Score -2.635646e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196130 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -26356460.000000 Penalty: 6066.140137
	Iteration 132F: 3 clusters Score -2.635646e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 2616 members 
Mstep: Class 3 contains 4160 members 
Mstep: Class 4 contains 12167 members 
Mstep: Class 5 contains 2440 members 
Mstep: Class 6 contains 2549 members 
Mstep: Class 7 contains 1248 members 
Mstep: Class 8 contains 8048 members 
Mstep: Class 9 contains 177993 members 
Mstep: Class 10 contains 8546 members 
Mstep: Class 11 contains 4268 members 
Mstep: Class 12 contains 24373 members 
Mstep: Class 13 contains 4100 members 
Mstep: Class 14 contains 6568 members 
Mstep: Class 15 contains 196130 members 
Mstep: Class 16 contains 218191 members 
Mstep: Class 17 contains 18825 members 
Mstep: Class 18 contains 32871 members 
Mstep: Class 19 contains 455 members 
Mstep: Class 20 contains 4180 members 
Mstep: Class 21 contains 32073 members 
Mstep: Class 22 contains 40767 members 
Mstep: Class 23 contains 4452 members 
Mstep: Class 24 contains 11725 members 
Mstep: Class 25 contains 37302 members 
Mstep: Class 26 contains 37105 members 
Mstep: Class 27 contains 7235 members 
Mstep: Class 28 contains 25854 members 
Mstep: Class 29 contains 8193 members 
Mstep: Class 30 contains 25379 members 
Mstep: Class 31 contains 6886 members 
Mstep: Class 32 contains 18201 members 
Mstep: Class 33 contains 337 members 
Mstep: Class 34 contains 11620 members 
Mstep: Class 35 contains 64138 members 
Mstep: Class 36 contains 24744 members 
Mstep: Class 37 contains 7391 members 
Mstep: Class 38 contains 2006 members 
Mstep: Class 39 contains 3952 members 
Mstep: Class 40 contains 2829 members 
Mstep: Class 41 contains 13491 members 
Mstep: Class 42 contains 6537 members 
Mstep: Class 43 contains 527 members 
Mstep: Class 44 contains 2842 members 
Mstep: Class 45 contains 2297 members 
Mstep: Class 46 contains 10674 members 
Mstep: Class 47 contains 501 members 
Mstep: Class 48 contains 27557 members 
Mstep: Class 49 contains 4247 members 
Mstep: Class 50 contains 649 members 
Mstep: Class 51 contains 8738 members 
Entering Unmasked Estep 
Score: -147468080.000000 Penalty: 176920.109375
Splitting cluster 15 changes total score from -147459984.000000 to -147468080.000000
So it's getting split into cluster 51.
Entering ConstructFrom: 
Trying to split cluster 16 (218191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218191 members 
Entering Unmasked Estep 
Score: -28176822.000000 Penalty: 3048.695312
	Iteration 0F: 2 clusters Score -2.817682e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109066 members 
Mstep: Class 2 contains 109125 members 
Entering Unmasked Estep 
Score: -28044576.000000 Penalty: 6097.390625
	Iteration 0F: 3 clusters Score -2.804458e+07 nChanged 105685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112221 members 
Mstep: Class 2 contains 105970 members 
Entering Unmasked Estep 
Score: -28107660.000000 Penalty: 6097.390625
	Iteration 1F: 3 clusters Score -2.810766e+07 nChanged 7791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114936 members 
Mstep: Class 2 contains 103255 members 
Entering Unmasked Estep 
Score: -28109758.000000 Penalty: 6097.390625
	Iteration 2Q: 3 clusters Score -2.810976e+07 nChanged 9399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118973 members 
Mstep: Class 2 contains 99218 members 
Entering Unmasked Estep 
Score: -28113124.000000 Penalty: 6097.390625
	Iteration 3Q: 3 clusters Score -2.811312e+07 nChanged 11207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124392 members 
Mstep: Class 2 contains 93799 members 
Entering Unmasked Estep 
Score: -28117546.000000 Penalty: 6097.390625
	Iteration 4F: 3 clusters Score -2.811755e+07 nChanged 12458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131120 members 
Mstep: Class 2 contains 87071 members 
Entering Unmasked Estep 
Score: -28123056.000000 Penalty: 6097.390625
	Iteration 5F: 3 clusters Score -2.812306e+07 nChanged 13081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139067 members 
Mstep: Class 2 contains 79124 members 
Entering Unmasked Estep 
Score: -28129272.000000 Penalty: 6097.390625
	Iteration 6F: 3 clusters Score -2.812927e+07 nChanged 12541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147470 members 
Mstep: Class 2 contains 70721 members 
Entering Unmasked Estep 
Score: -28134832.000000 Penalty: 6097.390625
	Iteration 7F: 3 clusters Score -2.813483e+07 nChanged 11164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156040 members 
Mstep: Class 2 contains 62151 members 
Entering Unmasked Estep 
Score: -28140122.000000 Penalty: 6097.390625
	Iteration 8F: 3 clusters Score -2.814012e+07 nChanged 9997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164929 members 
Mstep: Class 2 contains 53262 members 
Entering Unmasked Estep 
Score: -28145138.000000 Penalty: 6097.390625
	Iteration 9Q: 3 clusters Score -2.814514e+07 nChanged 9653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174280 members 
Mstep: Class 2 contains 43911 members 
Entering Unmasked Estep 
Score: -28151226.000000 Penalty: 6097.390625
	Iteration 10Q: 3 clusters Score -2.815123e+07 nChanged 10111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184347 members 
Mstep: Class 2 contains 33844 members 
Entering Unmasked Estep 
Score: -28157922.000000 Penalty: 6097.390625
	Iteration 11Q: 3 clusters Score -2.815792e+07 nChanged 10531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194876 members 
Mstep: Class 2 contains 23315 members 
Entering Unmasked Estep 
Score: -28164372.000000 Penalty: 6097.390625
	Iteration 12Q: 3 clusters Score -2.816437e+07 nChanged 9460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204334 members 
Mstep: Class 2 contains 13857 members 
Entering Unmasked Estep 
Score: -28168578.000000 Penalty: 6097.390625
	Iteration 13Q: 3 clusters Score -2.816858e+07 nChanged 6988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211322 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -28171564.000000 Penalty: 6097.390625
	Iteration 14Q: 3 clusters Score -2.817156e+07 nChanged 3894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215212 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -28173094.000000 Penalty: 6097.390625
	Iteration 15Q: 3 clusters Score -2.817309e+07 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216871 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -28173706.000000 Penalty: 6097.390625
	Iteration 16Q: 3 clusters Score -2.817371e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217463 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -28174010.000000 Penalty: 6097.390625
	Iteration 17Q: 3 clusters Score -2.817401e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217687 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -28174128.000000 Penalty: 6097.390625
	Iteration 18Q: 3 clusters Score -2.817413e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217758 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -28174210.000000 Penalty: 6097.390625
	Iteration 19Q: 3 clusters Score -2.817421e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217794 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -28174240.000000 Penalty: 6097.390625
	Iteration 20F: 3 clusters Score -2.817424e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217814 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -28174244.000000 Penalty: 6097.390625
	Iteration 21Q: 3 clusters Score -2.817424e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217835 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -28174270.000000 Penalty: 6097.390625
	Iteration 22Q: 3 clusters Score -2.817427e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217851 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -28174260.000000 Penalty: 6097.390625
	Iteration 23Q: 3 clusters Score -2.817426e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217861 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -28174270.000000 Penalty: 6097.390625
	Iteration 24Q: 3 clusters Score -2.817427e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217866 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -28174268.000000 Penalty: 6097.390625
	Iteration 25Q: 3 clusters Score -2.817427e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217867 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -28174284.000000 Penalty: 6097.390625
	Iteration 26Q: 3 clusters Score -2.817428e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217868 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -28174282.000000 Penalty: 6097.390625
	Iteration 27Q: 3 clusters Score -2.817428e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217869 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -28174294.000000 Penalty: 6097.390625
	Iteration 28Q: 3 clusters Score -2.817429e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217871 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -28174304.000000 Penalty: 6097.390625
	Iteration 29Q: 3 clusters Score -2.81743e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217871 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -28174308.000000 Penalty: 6097.390625
	Iteration 30Q: 3 clusters Score -2.817431e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217871 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -28174308.000000 Penalty: 6097.390625
	Iteration 31Q: 3 clusters Score -2.817431e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217875 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -28174290.000000 Penalty: 6097.390625
	Iteration 32Q: 3 clusters Score -2.817429e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217875 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -28174300.000000 Penalty: 6097.390625
	Iteration 33Q: 3 clusters Score -2.81743e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217874 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -28174304.000000 Penalty: 6097.390625
	Iteration 34Q: 3 clusters Score -2.81743e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217876 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -28174298.000000 Penalty: 6097.390625
	Iteration 35Q: 3 clusters Score -2.81743e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217876 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -28174304.000000 Penalty: 6097.390625
	Iteration 36Q: 3 clusters Score -2.81743e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217877 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -28174316.000000 Penalty: 6097.390625
	Iteration 37Q: 3 clusters Score -2.817432e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217878 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -28174318.000000 Penalty: 6097.390625
	Iteration 38Q: 3 clusters Score -2.817432e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217879 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -28174320.000000 Penalty: 6097.390625
	Iteration 39Q: 3 clusters Score -2.817432e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217878 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -28174326.000000 Penalty: 6097.390625
	Iteration 40F: 3 clusters Score -2.817433e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (18825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18825 members 
Entering Unmasked Estep 
Score: -2325345.250000 Penalty: 2441.049316
	Iteration 0F: 2 clusters Score -2325345 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9355 members 
Mstep: Class 2 contains 9470 members 
Entering Unmasked Estep 
Score: -2312023.250000 Penalty: 4882.098633
	Iteration 0F: 3 clusters Score -2312023 nChanged 8225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 9859 members 
Entering Unmasked Estep 
Score: -2316453.250000 Penalty: 4882.098633
	Iteration 1F: 3 clusters Score -2316453 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 10119 members 
Entering Unmasked Estep 
Score: -2316952.750000 Penalty: 4882.098633
	Iteration 2F: 3 clusters Score -2316953 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 10427 members 
Entering Unmasked Estep 
Score: -2317495.500000 Penalty: 4882.098633
	Iteration 3F: 3 clusters Score -2317496 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 10773 members 
Entering Unmasked Estep 
Score: -2318149.750000 Penalty: 4882.098633
	Iteration 4F: 3 clusters Score -2318150 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 11152 members 
Entering Unmasked Estep 
Score: -2318886.250000 Penalty: 4882.098633
	Iteration 5F: 3 clusters Score -2318886 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 11488 members 
Entering Unmasked Estep 
Score: -2319621.000000 Penalty: 4882.098633
	Iteration 6F: 3 clusters Score -2319621 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 11772 members 
Entering Unmasked Estep 
Score: -2320411.500000 Penalty: 4882.098633
	Iteration 7F: 3 clusters Score -2320412 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 12040 members 
Entering Unmasked Estep 
Score: -2321261.250000 Penalty: 4882.098633
	Iteration 8F: 3 clusters Score -2321261 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 12246 members 
Entering Unmasked Estep 
Score: -2322002.000000 Penalty: 4882.098633
	Iteration 9F: 3 clusters Score -2322002 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 12413 members 
Entering Unmasked Estep 
Score: -2322623.750000 Penalty: 4882.098633
	Iteration 10Q: 3 clusters Score -2322624 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 12551 members 
Entering Unmasked Estep 
Score: -2323032.750000 Penalty: 4882.098633
	Iteration 11Q: 3 clusters Score -2323033 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 12684 members 
Entering Unmasked Estep 
Score: -2323313.250000 Penalty: 4882.098633
	Iteration 12Q: 3 clusters Score -2323313 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 12799 members 
Entering Unmasked Estep 
Score: -2323476.750000 Penalty: 4882.098633
	Iteration 13Q: 3 clusters Score -2323477 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 12947 members 
Entering Unmasked Estep 
Score: -2323649.500000 Penalty: 4882.098633
	Iteration 14Q: 3 clusters Score -2323650 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 13106 members 
Entering Unmasked Estep 
Score: -2323832.000000 Penalty: 4882.098633
	Iteration 15Q: 3 clusters Score -2323832 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 13274 members 
Entering Unmasked Estep 
Score: -2323969.250000 Penalty: 4882.098633
	Iteration 16Q: 3 clusters Score -2323969 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 13423 members 
Entering Unmasked Estep 
Score: -2324084.000000 Penalty: 4882.098633
	Iteration 17Q: 3 clusters Score -2324084 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 13579 members 
Entering Unmasked Estep 
Score: -2324196.250000 Penalty: 4882.098633
	Iteration 18Q: 3 clusters Score -2324196 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 13751 members 
Entering Unmasked Estep 
Score: -2324296.750000 Penalty: 4882.098633
	Iteration 19Q: 3 clusters Score -2324297 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 13924 members 
Entering Unmasked Estep 
Score: -2324364.750000 Penalty: 4882.098633
	Iteration 20F: 3 clusters Score -2324365 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 14077 members 
Entering Unmasked Estep 
Score: -2324445.000000 Penalty: 4882.098633
	Iteration 21Q: 3 clusters Score -2324445 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 14224 members 
Entering Unmasked Estep 
Score: -2324500.000000 Penalty: 4882.098633
	Iteration 22Q: 3 clusters Score -2324500 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 14355 members 
Entering Unmasked Estep 
Score: -2324552.000000 Penalty: 4882.098633
	Iteration 23Q: 3 clusters Score -2324552 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 14482 members 
Entering Unmasked Estep 
Score: -2324590.250000 Penalty: 4882.098633
	Iteration 24Q: 3 clusters Score -2324590 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 14585 members 
Entering Unmasked Estep 
Score: -2324628.750000 Penalty: 4882.098633
	Iteration 25Q: 3 clusters Score -2324629 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 14671 members 
Entering Unmasked Estep 
Score: -2324650.000000 Penalty: 4882.098633
	Iteration 26Q: 3 clusters Score -2324650 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 14752 members 
Entering Unmasked Estep 
Score: -2324678.250000 Penalty: 4882.098633
	Iteration 27Q: 3 clusters Score -2324678 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 14813 members 
Entering Unmasked Estep 
Score: -2324693.500000 Penalty: 4882.098633
	Iteration 28Q: 3 clusters Score -2324694 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 14884 members 
Entering Unmasked Estep 
Score: -2324710.750000 Penalty: 4882.098633
	Iteration 29Q: 3 clusters Score -2324711 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 14963 members 
Entering Unmasked Estep 
Score: -2324735.750000 Penalty: 4882.098633
	Iteration 30Q: 3 clusters Score -2324736 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 15038 members 
Entering Unmasked Estep 
Score: -2324767.000000 Penalty: 4882.098633
	Iteration 31Q: 3 clusters Score -2324767 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 15110 members 
Entering Unmasked Estep 
Score: -2324776.750000 Penalty: 4882.098633
	Iteration 32Q: 3 clusters Score -2324777 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 15165 members 
Entering Unmasked Estep 
Score: -2324797.250000 Penalty: 4882.098633
	Iteration 33Q: 3 clusters Score -2324797 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 15225 members 
Entering Unmasked Estep 
Score: -2324821.250000 Penalty: 4882.098633
	Iteration 34Q: 3 clusters Score -2324821 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 15289 members 
Entering Unmasked Estep 
Score: -2324836.250000 Penalty: 4882.098633
	Iteration 35Q: 3 clusters Score -2324836 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 15352 members 
Entering Unmasked Estep 
Score: -2324864.000000 Penalty: 4882.098633
	Iteration 36Q: 3 clusters Score -2324864 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 15414 members 
Entering Unmasked Estep 
Score: -2324880.500000 Penalty: 4882.098633
	Iteration 37Q: 3 clusters Score -2324880 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 15484 members 
Entering Unmasked Estep 
Score: -2324908.250000 Penalty: 4882.098633
	Iteration 38Q: 3 clusters Score -2324908 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 15546 members 
Entering Unmasked Estep 
Score: -2324931.000000 Penalty: 4882.098633
	Iteration 39Q: 3 clusters Score -2324931 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 15596 members 
Entering Unmasked Estep 
Score: -2324951.250000 Penalty: 4882.098633
	Iteration 40F: 3 clusters Score -2324951 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 15638 members 
Entering Unmasked Estep 
Score: -2324972.250000 Penalty: 4882.098633
	Iteration 41Q: 3 clusters Score -2324972 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 15680 members 
Entering Unmasked Estep 
Score: -2324988.250000 Penalty: 4882.098633
	Iteration 42Q: 3 clusters Score -2324988 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 15719 members 
Entering Unmasked Estep 
Score: -2325003.500000 Penalty: 4882.098633
	Iteration 43Q: 3 clusters Score -2325004 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 15748 members 
Entering Unmasked Estep 
Score: -2325008.250000 Penalty: 4882.098633
	Iteration 44Q: 3 clusters Score -2325008 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 15772 members 
Entering Unmasked Estep 
Score: -2325012.000000 Penalty: 4882.098633
	Iteration 45Q: 3 clusters Score -2325012 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 15788 members 
Entering Unmasked Estep 
Score: -2325015.750000 Penalty: 4882.098633
	Iteration 46Q: 3 clusters Score -2325016 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 15801 members 
Entering Unmasked Estep 
Score: -2325023.000000 Penalty: 4882.098633
	Iteration 47Q: 3 clusters Score -2325023 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 15817 members 
Entering Unmasked Estep 
Score: -2325023.000000 Penalty: 4882.098633
	Iteration 48Q: 3 clusters Score -2325023 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 15826 members 
Entering Unmasked Estep 
Score: -2325029.750000 Penalty: 4882.098633
	Iteration 49Q: 3 clusters Score -2325030 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 15839 members 
Entering Unmasked Estep 
Score: -2325028.750000 Penalty: 4882.098633
	Iteration 50Q: 3 clusters Score -2325029 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 15854 members 
Entering Unmasked Estep 
Score: -2325025.500000 Penalty: 4882.098633
	Iteration 51Q: 3 clusters Score -2325026 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 15865 members 
Entering Unmasked Estep 
Score: -2325026.500000 Penalty: 4882.098633
	Iteration 52Q: 3 clusters Score -2325026 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 15877 members 
Entering Unmasked Estep 
Score: -2325032.750000 Penalty: 4882.098633
	Iteration 53Q: 3 clusters Score -2325033 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 15887 members 
Entering Unmasked Estep 
Score: -2325033.750000 Penalty: 4882.098633
	Iteration 54Q: 3 clusters Score -2325034 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 15892 members 
Entering Unmasked Estep 
Score: -2325034.250000 Penalty: 4882.098633
	Iteration 55Q: 3 clusters Score -2325034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 15896 members 
Entering Unmasked Estep 
Score: -2325033.000000 Penalty: 4882.098633
	Iteration 56Q: 3 clusters Score -2325033 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 15896 members 
Entering Unmasked Estep 
Score: -2325032.500000 Penalty: 4882.098633
	Iteration 57Q: 3 clusters Score -2325032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 15897 members 
Entering Unmasked Estep 
Score: -2325031.250000 Penalty: 4882.098633
	Iteration 58Q: 3 clusters Score -2325031 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 15898 members 
Entering Unmasked Estep 
Score: -2325030.750000 Penalty: 4882.098633
	Iteration 59Q: 3 clusters Score -2325031 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 15899 members 
Entering Unmasked Estep 
Score: -2325032.000000 Penalty: 4882.098633
	Iteration 60F: 3 clusters Score -2325032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 15900 members 
Entering Unmasked Estep 
Score: -2325033.500000 Penalty: 4882.098633
	Iteration 61Q: 3 clusters Score -2325034 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 15901 members 
Entering Unmasked Estep 
Score: -2325031.250000 Penalty: 4882.098633
	Iteration 62Q: 3 clusters Score -2325031 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 15902 members 
Entering Unmasked Estep 
Score: -2325033.500000 Penalty: 4882.098633
	Iteration 63Q: 3 clusters Score -2325034 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 15902 members 
Entering Unmasked Estep 
Score: -2325033.500000 Penalty: 4882.098633
	Iteration 64F: 3 clusters Score -2325034 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (32871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32871 members 
Entering Unmasked Estep 
Score: -4162054.500000 Penalty: 2579.285645
	Iteration 0F: 2 clusters Score -4162054 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 16483 members 
Entering Unmasked Estep 
Score: -4139643.500000 Penalty: 5158.571289
	Iteration 0F: 3 clusters Score -4139644 nChanged 14932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15750 members 
Mstep: Class 2 contains 17121 members 
Entering Unmasked Estep 
Score: -4147981.000000 Penalty: 5158.571289
	Iteration 1F: 3 clusters Score -4147981 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15303 members 
Mstep: Class 2 contains 17568 members 
Entering Unmasked Estep 
Score: -4149181.000000 Penalty: 5158.571289
	Iteration 2F: 3 clusters Score -4149181 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14533 members 
Mstep: Class 2 contains 18338 members 
Entering Unmasked Estep 
Score: -4150614.500000 Penalty: 5158.571289
	Iteration 3F: 3 clusters Score -4150614 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13368 members 
Mstep: Class 2 contains 19503 members 
Entering Unmasked Estep 
Score: -4152293.500000 Penalty: 5158.571289
	Iteration 4F: 3 clusters Score -4152294 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11943 members 
Mstep: Class 2 contains 20928 members 
Entering Unmasked Estep 
Score: -4154028.000000 Penalty: 5158.571289
	Iteration 5F: 3 clusters Score -4154028 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10491 members 
Mstep: Class 2 contains 22380 members 
Entering Unmasked Estep 
Score: -4155559.750000 Penalty: 5158.571289
	Iteration 6F: 3 clusters Score -4155560 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 23660 members 
Entering Unmasked Estep 
Score: -4156928.250000 Penalty: 5158.571289
	Iteration 7F: 3 clusters Score -4156928 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 24675 members 
Entering Unmasked Estep 
Score: -4158018.250000 Penalty: 5158.571289
	Iteration 8Q: 3 clusters Score -4158018 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 25464 members 
Entering Unmasked Estep 
Score: -4158877.750000 Penalty: 5158.571289
	Iteration 9Q: 3 clusters Score -4158878 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 26104 members 
Entering Unmasked Estep 
Score: -4159423.750000 Penalty: 5158.571289
	Iteration 10Q: 3 clusters Score -4159424 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 26621 members 
Entering Unmasked Estep 
Score: -4159740.750000 Penalty: 5158.571289
	Iteration 11Q: 3 clusters Score -4159741 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 27084 members 
Entering Unmasked Estep 
Score: -4159947.750000 Penalty: 5158.571289
	Iteration 12Q: 3 clusters Score -4159948 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 27453 members 
Entering Unmasked Estep 
Score: -4160079.250000 Penalty: 5158.571289
	Iteration 13Q: 3 clusters Score -4160079 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 27755 members 
Entering Unmasked Estep 
Score: -4160200.500000 Penalty: 5158.571289
	Iteration 14Q: 3 clusters Score -4160200 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 28005 members 
Entering Unmasked Estep 
Score: -4160286.250000 Penalty: 5158.571289
	Iteration 15Q: 3 clusters Score -4160286 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 28223 members 
Entering Unmasked Estep 
Score: -4160342.250000 Penalty: 5158.571289
	Iteration 16Q: 3 clusters Score -4160342 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 28420 members 
Entering Unmasked Estep 
Score: -4160392.500000 Penalty: 5158.571289
	Iteration 17Q: 3 clusters Score -4160392 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 28595 members 
Entering Unmasked Estep 
Score: -4160437.250000 Penalty: 5158.571289
	Iteration 18Q: 3 clusters Score -4160437 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 28755 members 
Entering Unmasked Estep 
Score: -4160485.250000 Penalty: 5158.571289
	Iteration 19Q: 3 clusters Score -4160485 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 28887 members 
Entering Unmasked Estep 
Score: -4160521.750000 Penalty: 5158.571289
	Iteration 20F: 3 clusters Score -4160522 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 29027 members 
Entering Unmasked Estep 
Score: -4160554.000000 Penalty: 5158.571289
	Iteration 21Q: 3 clusters Score -4160554 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 29139 members 
Entering Unmasked Estep 
Score: -4160582.500000 Penalty: 5158.571289
	Iteration 22Q: 3 clusters Score -4160582 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 29250 members 
Entering Unmasked Estep 
Score: -4160611.500000 Penalty: 5158.571289
	Iteration 23Q: 3 clusters Score -4160612 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 29354 members 
Entering Unmasked Estep 
Score: -4160637.250000 Penalty: 5158.571289
	Iteration 24Q: 3 clusters Score -4160637 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 29444 members 
Entering Unmasked Estep 
Score: -4160654.500000 Penalty: 5158.571289
	Iteration 25Q: 3 clusters Score -4160654 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 29540 members 
Entering Unmasked Estep 
Score: -4160667.750000 Penalty: 5158.571289
	Iteration 26Q: 3 clusters Score -4160668 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 29625 members 
Entering Unmasked Estep 
Score: -4160707.000000 Penalty: 5158.571289
	Iteration 27Q: 3 clusters Score -4160707 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 29698 members 
Entering Unmasked Estep 
Score: -4160723.500000 Penalty: 5158.571289
	Iteration 28Q: 3 clusters Score -4160724 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 29760 members 
Entering Unmasked Estep 
Score: -4160732.000000 Penalty: 5158.571289
	Iteration 29Q: 3 clusters Score -4160732 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 29832 members 
Entering Unmasked Estep 
Score: -4160753.500000 Penalty: 5158.571289
	Iteration 30Q: 3 clusters Score -4160754 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 29891 members 
Entering Unmasked Estep 
Score: -4160761.500000 Penalty: 5158.571289
	Iteration 31Q: 3 clusters Score -4160762 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 29955 members 
Entering Unmasked Estep 
Score: -4160769.500000 Penalty: 5158.571289
	Iteration 32Q: 3 clusters Score -4160770 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 30029 members 
Entering Unmasked Estep 
Score: -4160794.500000 Penalty: 5158.571289
	Iteration 33Q: 3 clusters Score -4160794 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 30083 members 
Entering Unmasked Estep 
Score: -4160801.000000 Penalty: 5158.571289
	Iteration 34Q: 3 clusters Score -4160801 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 30128 members 
Entering Unmasked Estep 
Score: -4160808.750000 Penalty: 5158.571289
	Iteration 35Q: 3 clusters Score -4160809 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 30162 members 
Entering Unmasked Estep 
Score: -4160820.250000 Penalty: 5158.571289
	Iteration 36Q: 3 clusters Score -4160820 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 30195 members 
Entering Unmasked Estep 
Score: -4160830.250000 Penalty: 5158.571289
	Iteration 37Q: 3 clusters Score -4160830 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 30222 members 
Entering Unmasked Estep 
Score: -4160833.750000 Penalty: 5158.571289
	Iteration 38Q: 3 clusters Score -4160834 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 30247 members 
Entering Unmasked Estep 
Score: -4160832.750000 Penalty: 5158.571289
	Iteration 39Q: 3 clusters Score -4160833 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 30268 members 
Entering Unmasked Estep 
Score: -4160833.500000 Penalty: 5158.571289
	Iteration 40F: 3 clusters Score -4160834 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 30285 members 
Entering Unmasked Estep 
Score: -4160833.000000 Penalty: 5158.571289
	Iteration 41Q: 3 clusters Score -4160833 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 30302 members 
Entering Unmasked Estep 
Score: -4160834.000000 Penalty: 5158.571289
	Iteration 42Q: 3 clusters Score -4160834 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 30314 members 
Entering Unmasked Estep 
Score: -4160832.750000 Penalty: 5158.571289
	Iteration 43Q: 3 clusters Score -4160833 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 30334 members 
Entering Unmasked Estep 
Score: -4160845.250000 Penalty: 5158.571289
	Iteration 44Q: 3 clusters Score -4160845 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 30355 members 
Entering Unmasked Estep 
Score: -4160852.500000 Penalty: 5158.571289
	Iteration 45Q: 3 clusters Score -4160852 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 30371 members 
Entering Unmasked Estep 
Score: -4160854.000000 Penalty: 5158.571289
	Iteration 46Q: 3 clusters Score -4160854 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 30395 members 
Entering Unmasked Estep 
Score: -4160862.000000 Penalty: 5158.571289
	Iteration 47Q: 3 clusters Score -4160862 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 30420 members 
Entering Unmasked Estep 
Score: -4160869.500000 Penalty: 5158.571289
	Iteration 48Q: 3 clusters Score -4160870 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 30445 members 
Entering Unmasked Estep 
Score: -4160873.000000 Penalty: 5158.571289
	Iteration 49Q: 3 clusters Score -4160873 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 30467 members 
Entering Unmasked Estep 
Score: -4160879.250000 Penalty: 5158.571289
	Iteration 50Q: 3 clusters Score -4160879 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 30480 members 
Entering Unmasked Estep 
Score: -4160890.250000 Penalty: 5158.571289
	Iteration 51Q: 3 clusters Score -4160890 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 30505 members 
Entering Unmasked Estep 
Score: -4160900.500000 Penalty: 5158.571289
	Iteration 52Q: 3 clusters Score -4160900 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 30529 members 
Entering Unmasked Estep 
Score: -4160914.750000 Penalty: 5158.571289
	Iteration 53Q: 3 clusters Score -4160915 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 30553 members 
Entering Unmasked Estep 
Score: -4160909.500000 Penalty: 5158.571289
	Iteration 54Q: 3 clusters Score -4160910 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 30586 members 
Entering Unmasked Estep 
Score: -4160912.500000 Penalty: 5158.571289
	Iteration 55Q: 3 clusters Score -4160912 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 30612 members 
Entering Unmasked Estep 
Score: -4160928.750000 Penalty: 5158.571289
	Iteration 56Q: 3 clusters Score -4160929 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 30636 members 
Entering Unmasked Estep 
Score: -4160936.250000 Penalty: 5158.571289
	Iteration 57Q: 3 clusters Score -4160936 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 30664 members 
Entering Unmasked Estep 
Score: -4160932.500000 Penalty: 5158.571289
	Iteration 58Q: 3 clusters Score -4160932 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 30691 members 
Entering Unmasked Estep 
Score: -4160940.250000 Penalty: 5158.571289
	Iteration 59Q: 3 clusters Score -4160940 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 30721 members 
Entering Unmasked Estep 
Score: -4160957.250000 Penalty: 5158.571289
	Iteration 60F: 3 clusters Score -4160957 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 30752 members 
Entering Unmasked Estep 
Score: -4160961.750000 Penalty: 5158.571289
	Iteration 61Q: 3 clusters Score -4160962 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 30774 members 
Entering Unmasked Estep 
Score: -4160973.000000 Penalty: 5158.571289
	Iteration 62Q: 3 clusters Score -4160973 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 30797 members 
Entering Unmasked Estep 
Score: -4160975.750000 Penalty: 5158.571289
	Iteration 63Q: 3 clusters Score -4160976 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 30812 members 
Entering Unmasked Estep 
Score: -4160979.750000 Penalty: 5158.571289
	Iteration 64Q: 3 clusters Score -4160980 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 30820 members 
Entering Unmasked Estep 
Score: -4160983.500000 Penalty: 5158.571289
	Iteration 65Q: 3 clusters Score -4160984 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 30824 members 
Entering Unmasked Estep 
Score: -4160989.250000 Penalty: 5158.571289
	Iteration 66Q: 3 clusters Score -4160989 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 30829 members 
Entering Unmasked Estep 
Score: -4160985.750000 Penalty: 5158.571289
	Iteration 67Q: 3 clusters Score -4160986 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 30834 members 
Entering Unmasked Estep 
Score: -4160989.500000 Penalty: 5158.571289
	Iteration 68Q: 3 clusters Score -4160990 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 30836 members 
Entering Unmasked Estep 
Score: -4160988.250000 Penalty: 5158.571289
	Iteration 69Q: 3 clusters Score -4160988 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 30838 members 
Entering Unmasked Estep 
Score: -4160990.750000 Penalty: 5158.571289
	Iteration 70Q: 3 clusters Score -4160991 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 30840 members 
Entering Unmasked Estep 
Score: -4160990.000000 Penalty: 5158.571289
	Iteration 71Q: 3 clusters Score -4160990 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 30842 members 
Entering Unmasked Estep 
Score: -4160985.500000 Penalty: 5158.571289
	Iteration 72Q: 3 clusters Score -4160986 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 30843 members 
Entering Unmasked Estep 
Score: -4160983.000000 Penalty: 5158.571289
	Iteration 73Q: 3 clusters Score -4160983 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 30843 members 
Entering Unmasked Estep 
Score: -4160983.000000 Penalty: 5158.571289
	Iteration 74F: 3 clusters Score -4160983 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Entering Unmasked Estep 
Score: -39384.355469 Penalty: 1517.833740
	Iteration 0F: 2 clusters Score -39384.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -38206.468750 Penalty: 3035.667480
	Iteration 0F: 3 clusters Score -38206.47 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -38640.742188 Penalty: 3035.667480
	Iteration 1F: 3 clusters Score -38640.74 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -38789.113281 Penalty: 3035.667480
	Iteration 2F: 3 clusters Score -38789.11 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -39001.394531 Penalty: 3035.667480
	Iteration 3F: 3 clusters Score -39001.39 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -39188.953125 Penalty: 3035.667480
	Iteration 4Q: 3 clusters Score -39188.95 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -39413.941406 Penalty: 3035.667480
	Iteration 5Q: 3 clusters Score -39413.94 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -39685.445312 Penalty: 3035.667480
	Iteration 6F: 3 clusters Score -39685.45 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -40059.000000 Penalty: 3035.667480
	Iteration 7Q: 3 clusters Score -40059 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -40191.800781 Penalty: 3035.667480
	Iteration 8Q: 3 clusters Score -40191.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -40317.140625 Penalty: 3035.667480
	Iteration 9Q: 3 clusters Score -40317.14 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -40642.523438 Penalty: 3035.667480
	Iteration 10Q: 3 clusters Score -40642.52 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -40800.996094 Penalty: 3035.667480
	Iteration 11Q: 3 clusters Score -40801 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -40829.679688 Penalty: 3035.667480
	Iteration 12Q: 3 clusters Score -40829.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -40840.339844 Penalty: 3035.667480
	Iteration 13Q: 3 clusters Score -40840.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -40850.796875 Penalty: 3035.667480
	Iteration 14Q: 3 clusters Score -40850.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -40854.753906 Penalty: 3035.667480
	Iteration 15Q: 3 clusters Score -40854.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -40855.949219 Penalty: 3035.667480
	Iteration 16F: 3 clusters Score -40855.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -41030.660156 Penalty: 3035.667480
	Iteration 17Q: 3 clusters Score -41030.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -41053.250000 Penalty: 3035.667480
	Iteration 18Q: 3 clusters Score -41053.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -41059.285156 Penalty: 3035.667480
	Iteration 19Q: 3 clusters Score -41059.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -41059.285156 Penalty: 3035.667480
	Iteration 20F: 3 clusters Score -41059.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 2616 members 
Mstep: Class 3 contains 4160 members 
Mstep: Class 4 contains 12167 members 
Mstep: Class 5 contains 2440 members 
Mstep: Class 6 contains 2549 members 
Mstep: Class 7 contains 1248 members 
Mstep: Class 8 contains 8048 members 
Mstep: Class 9 contains 177993 members 
Mstep: Class 10 contains 8546 members 
Mstep: Class 11 contains 4268 members 
Mstep: Class 12 contains 24373 members 
Mstep: Class 13 contains 4100 members 
Mstep: Class 14 contains 6568 members 
Mstep: Class 15 contains 196130 members 
Mstep: Class 16 contains 218191 members 
Mstep: Class 17 contains 18825 members 
Mstep: Class 18 contains 32871 members 
Mstep: Class 19 contains 268 members 
Mstep: Class 20 contains 4180 members 
Mstep: Class 21 contains 32073 members 
Mstep: Class 22 contains 40767 members 
Mstep: Class 23 contains 4452 members 
Mstep: Class 24 contains 11725 members 
Mstep: Class 25 contains 37302 members 
Mstep: Class 26 contains 37105 members 
Mstep: Class 27 contains 7235 members 
Mstep: Class 28 contains 25854 members 
Mstep: Class 29 contains 8193 members 
Mstep: Class 30 contains 25379 members 
Mstep: Class 31 contains 6886 members 
Mstep: Class 32 contains 18201 members 
Mstep: Class 33 contains 337 members 
Mstep: Class 34 contains 11620 members 
Mstep: Class 35 contains 64138 members 
Mstep: Class 36 contains 24744 members 
Mstep: Class 37 contains 7391 members 
Mstep: Class 38 contains 2006 members 
Mstep: Class 39 contains 3952 members 
Mstep: Class 40 contains 2829 members 
Mstep: Class 41 contains 13491 members 
Mstep: Class 42 contains 6537 members 
Mstep: Class 43 contains 527 members 
Mstep: Class 44 contains 2842 members 
Mstep: Class 45 contains 2297 members 
Mstep: Class 46 contains 10674 members 
Mstep: Class 47 contains 501 members 
Mstep: Class 48 contains 27557 members 
Mstep: Class 49 contains 4247 members 
Mstep: Class 50 contains 649 members 
Mstep: Class 51 contains 8738 members 
Mstep: Class 52 contains 187 members 
Entering Unmasked Estep 
Score: -147467840.000000 Penalty: 180389.140625
Splitting cluster 19 changes total score from -147459984.000000 to -147467840.000000
So it's getting split into cluster 52.
Entering ConstructFrom: 
Trying to split cluster 20 (4180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Entering Unmasked Estep 
Score: -529730.437500 Penalty: 2067.840332
	Iteration 0F: 2 clusters Score -529730.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -525678.437500 Penalty: 4135.680664
	Iteration 0F: 3 clusters Score -525678.4 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -526587.187500 Penalty: 4135.680664
	Iteration 1F: 3 clusters Score -526587.2 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -526794.312500 Penalty: 4135.680664
	Iteration 2F: 3 clusters Score -526794.3 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -526924.937500 Penalty: 4135.680664
	Iteration 3F: 3 clusters Score -526924.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -527033.687500 Penalty: 4135.680664
	Iteration 4Q: 3 clusters Score -527033.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -527116.750000 Penalty: 4135.680664
	Iteration 5Q: 3 clusters Score -527116.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -527189.437500 Penalty: 4135.680664
	Iteration 6Q: 3 clusters Score -527189.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -527247.125000 Penalty: 4135.680664
	Iteration 7Q: 3 clusters Score -527247.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -527302.437500 Penalty: 4135.680664
	Iteration 8Q: 3 clusters Score -527302.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -527343.250000 Penalty: 4135.680664
	Iteration 9Q: 3 clusters Score -527343.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -527376.937500 Penalty: 4135.680664
	Iteration 10Q: 3 clusters Score -527376.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -527402.062500 Penalty: 4135.680664
	Iteration 11Q: 3 clusters Score -527402.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -527428.437500 Penalty: 4135.680664
	Iteration 12Q: 3 clusters Score -527428.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -527457.312500 Penalty: 4135.680664
	Iteration 13Q: 3 clusters Score -527457.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -527485.625000 Penalty: 4135.680664
	Iteration 14Q: 3 clusters Score -527485.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -527513.750000 Penalty: 4135.680664
	Iteration 15Q: 3 clusters Score -527513.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -527548.500000 Penalty: 4135.680664
	Iteration 16Q: 3 clusters Score -527548.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -527574.937500 Penalty: 4135.680664
	Iteration 17Q: 3 clusters Score -527574.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -527604.062500 Penalty: 4135.680664
	Iteration 18Q: 3 clusters Score -527604.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -527633.125000 Penalty: 4135.680664
	Iteration 19Q: 3 clusters Score -527633.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -527664.125000 Penalty: 4135.680664
	Iteration 20F: 3 clusters Score -527664.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -527690.562500 Penalty: 4135.680664
	Iteration 21Q: 3 clusters Score -527690.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -527719.625000 Penalty: 4135.680664
	Iteration 22Q: 3 clusters Score -527719.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -527746.937500 Penalty: 4135.680664
	Iteration 23Q: 3 clusters Score -527746.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -527769.500000 Penalty: 4135.680664
	Iteration 24Q: 3 clusters Score -527769.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -527794.750000 Penalty: 4135.680664
	Iteration 25Q: 3 clusters Score -527794.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -527820.812500 Penalty: 4135.680664
	Iteration 26Q: 3 clusters Score -527820.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -527853.562500 Penalty: 4135.680664
	Iteration 27Q: 3 clusters Score -527853.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -527887.500000 Penalty: 4135.680664
	Iteration 28Q: 3 clusters Score -527887.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -527924.125000 Penalty: 4135.680664
	Iteration 29Q: 3 clusters Score -527924.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -527964.562500 Penalty: 4135.680664
	Iteration 30Q: 3 clusters Score -527964.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -528004.125000 Penalty: 4135.680664
	Iteration 31Q: 3 clusters Score -528004.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -528040.062500 Penalty: 4135.680664
	Iteration 32Q: 3 clusters Score -528040.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -528077.625000 Penalty: 4135.680664
	Iteration 33Q: 3 clusters Score -528077.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -528123.625000 Penalty: 4135.680664
	Iteration 34Q: 3 clusters Score -528123.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -528181.562500 Penalty: 4135.680664
	Iteration 35Q: 3 clusters Score -528181.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -528227.750000 Penalty: 4135.680664
	Iteration 36Q: 3 clusters Score -528227.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -528261.875000 Penalty: 4135.680664
	Iteration 37Q: 3 clusters Score -528261.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -528288.562500 Penalty: 4135.680664
	Iteration 38Q: 3 clusters Score -528288.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -528311.875000 Penalty: 4135.680664
	Iteration 39Q: 3 clusters Score -528311.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -528322.125000 Penalty: 4135.680664
	Iteration 40F: 3 clusters Score -528322.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -528333.187500 Penalty: 4135.680664
	Iteration 41Q: 3 clusters Score -528333.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -528340.437500 Penalty: 4135.680664
	Iteration 42Q: 3 clusters Score -528340.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -528349.375000 Penalty: 4135.680664
	Iteration 43Q: 3 clusters Score -528349.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -528353.937500 Penalty: 4135.680664
	Iteration 44Q: 3 clusters Score -528353.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -528359.187500 Penalty: 4135.680664
	Iteration 45Q: 3 clusters Score -528359.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -528360.750000 Penalty: 4135.680664
	Iteration 46Q: 3 clusters Score -528360.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -528362.375000 Penalty: 4135.680664
	Iteration 47Q: 3 clusters Score -528362.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -528362.375000 Penalty: 4135.680664
	Iteration 48Q: 3 clusters Score -528362.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -528362.375000 Penalty: 4135.680664
	Iteration 49F: 3 clusters Score -528362.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (32073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32073 members 
Entering Unmasked Estep 
Score: -4101543.500000 Penalty: 2573.190918
	Iteration 0F: 2 clusters Score -4101544 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16064 members 
Mstep: Class 2 contains 16009 members 
Entering Unmasked Estep 
Score: -4079779.500000 Penalty: 5146.381836
	Iteration 0F: 3 clusters Score -4079780 nChanged 14548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16364 members 
Mstep: Class 2 contains 15709 members 
Entering Unmasked Estep 
Score: -4087658.250000 Penalty: 5146.381836
	Iteration 1F: 3 clusters Score -4087658 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16649 members 
Mstep: Class 2 contains 15424 members 
Entering Unmasked Estep 
Score: -4088217.250000 Penalty: 5146.381836
	Iteration 2Q: 3 clusters Score -4088217 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17062 members 
Mstep: Class 2 contains 15011 members 
Entering Unmasked Estep 
Score: -4088807.500000 Penalty: 5146.381836
	Iteration 3Q: 3 clusters Score -4088808 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17634 members 
Mstep: Class 2 contains 14439 members 
Entering Unmasked Estep 
Score: -4089466.250000 Penalty: 5146.381836
	Iteration 4Q: 3 clusters Score -4089466 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18370 members 
Mstep: Class 2 contains 13703 members 
Entering Unmasked Estep 
Score: -4090199.000000 Penalty: 5146.381836
	Iteration 5Q: 3 clusters Score -4090199 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19346 members 
Mstep: Class 2 contains 12727 members 
Entering Unmasked Estep 
Score: -4091103.750000 Penalty: 5146.381836
	Iteration 6F: 3 clusters Score -4091104 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20468 members 
Mstep: Class 2 contains 11605 members 
Entering Unmasked Estep 
Score: -4092167.750000 Penalty: 5146.381836
	Iteration 7F: 3 clusters Score -4092168 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21687 members 
Mstep: Class 2 contains 10386 members 
Entering Unmasked Estep 
Score: -4093337.000000 Penalty: 5146.381836
	Iteration 8F: 3 clusters Score -4093337 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22930 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -4094649.000000 Penalty: 5146.381836
	Iteration 9F: 3 clusters Score -4094649 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24042 members 
Mstep: Class 2 contains 8031 members 
Entering Unmasked Estep 
Score: -4095825.000000 Penalty: 5146.381836
	Iteration 10Q: 3 clusters Score -4095825 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24902 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -4096670.250000 Penalty: 5146.381836
	Iteration 11Q: 3 clusters Score -4096670 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25559 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -4097199.750000 Penalty: 5146.381836
	Iteration 12Q: 3 clusters Score -4097200 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26100 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -4097558.500000 Penalty: 5146.381836
	Iteration 13Q: 3 clusters Score -4097558 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26577 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -4097822.500000 Penalty: 5146.381836
	Iteration 14Q: 3 clusters Score -4097822 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27012 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -4098060.750000 Penalty: 5146.381836
	Iteration 15Q: 3 clusters Score -4098061 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27356 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -4098226.000000 Penalty: 5146.381836
	Iteration 16Q: 3 clusters Score -4098226 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27663 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -4098355.000000 Penalty: 5146.381836
	Iteration 17Q: 3 clusters Score -4098355 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27926 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -4098462.000000 Penalty: 5146.381836
	Iteration 18Q: 3 clusters Score -4098462 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28201 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -4098588.000000 Penalty: 5146.381836
	Iteration 19Q: 3 clusters Score -4098588 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28414 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -4098661.750000 Penalty: 5146.381836
	Iteration 20F: 3 clusters Score -4098662 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28610 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -4098740.750000 Penalty: 5146.381836
	Iteration 21Q: 3 clusters Score -4098741 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28777 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -4098803.250000 Penalty: 5146.381836
	Iteration 22Q: 3 clusters Score -4098803 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28902 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -4098844.250000 Penalty: 5146.381836
	Iteration 23Q: 3 clusters Score -4098844 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29036 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -4098894.500000 Penalty: 5146.381836
	Iteration 24Q: 3 clusters Score -4098894 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29154 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -4098935.750000 Penalty: 5146.381836
	Iteration 25Q: 3 clusters Score -4098936 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29247 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -4098965.250000 Penalty: 5146.381836
	Iteration 26Q: 3 clusters Score -4098965 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29340 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -4098995.000000 Penalty: 5146.381836
	Iteration 27Q: 3 clusters Score -4098995 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29424 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -4099021.250000 Penalty: 5146.381836
	Iteration 28Q: 3 clusters Score -4099021 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29497 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -4099027.500000 Penalty: 5146.381836
	Iteration 29Q: 3 clusters Score -4099028 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29551 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -4099046.500000 Penalty: 5146.381836
	Iteration 30Q: 3 clusters Score -4099046 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29603 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -4099050.500000 Penalty: 5146.381836
	Iteration 31Q: 3 clusters Score -4099050 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29646 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -4099065.000000 Penalty: 5146.381836
	Iteration 32Q: 3 clusters Score -4099065 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29695 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -4099088.000000 Penalty: 5146.381836
	Iteration 33Q: 3 clusters Score -4099088 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29741 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -4099084.250000 Penalty: 5146.381836
	Iteration 34Q: 3 clusters Score -4099084 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29780 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -4099096.250000 Penalty: 5146.381836
	Iteration 35Q: 3 clusters Score -4099096 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29809 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -4099099.000000 Penalty: 5146.381836
	Iteration 36Q: 3 clusters Score -4099099 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29835 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -4099094.250000 Penalty: 5146.381836
	Iteration 37Q: 3 clusters Score -4099094 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29851 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -4099102.250000 Penalty: 5146.381836
	Iteration 38Q: 3 clusters Score -4099102 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29871 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -4099105.750000 Penalty: 5146.381836
	Iteration 39Q: 3 clusters Score -4099106 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29899 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -4099114.750000 Penalty: 5146.381836
	Iteration 40F: 3 clusters Score -4099115 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29917 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -4099116.750000 Penalty: 5146.381836
	Iteration 41Q: 3 clusters Score -4099117 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29933 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -4099126.000000 Penalty: 5146.381836
	Iteration 42Q: 3 clusters Score -4099126 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29946 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -4099134.750000 Penalty: 5146.381836
	Iteration 43Q: 3 clusters Score -4099135 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29966 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -4099132.500000 Penalty: 5146.381836
	Iteration 44Q: 3 clusters Score -4099132 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29986 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -4099138.500000 Penalty: 5146.381836
	Iteration 45Q: 3 clusters Score -4099138 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30001 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -4099148.750000 Penalty: 5146.381836
	Iteration 46Q: 3 clusters Score -4099149 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30016 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -4099151.750000 Penalty: 5146.381836
	Iteration 47Q: 3 clusters Score -4099152 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30032 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -4099149.250000 Penalty: 5146.381836
	Iteration 48Q: 3 clusters Score -4099149 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30048 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -4099157.500000 Penalty: 5146.381836
	Iteration 49Q: 3 clusters Score -4099158 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30062 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -4099162.500000 Penalty: 5146.381836
	Iteration 50Q: 3 clusters Score -4099162 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30077 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -4099158.000000 Penalty: 5146.381836
	Iteration 51Q: 3 clusters Score -4099158 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30088 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -4099159.500000 Penalty: 5146.381836
	Iteration 52Q: 3 clusters Score -4099160 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30101 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -4099168.000000 Penalty: 5146.381836
	Iteration 53Q: 3 clusters Score -4099168 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30112 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -4099168.500000 Penalty: 5146.381836
	Iteration 54Q: 3 clusters Score -4099168 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30118 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -4099168.250000 Penalty: 5146.381836
	Iteration 55Q: 3 clusters Score -4099168 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30132 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -4099167.750000 Penalty: 5146.381836
	Iteration 56Q: 3 clusters Score -4099168 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30139 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -4099169.250000 Penalty: 5146.381836
	Iteration 57Q: 3 clusters Score -4099169 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30146 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -4099173.000000 Penalty: 5146.381836
	Iteration 58Q: 3 clusters Score -4099173 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30152 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -4099173.250000 Penalty: 5146.381836
	Iteration 59Q: 3 clusters Score -4099173 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30159 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -4099174.500000 Penalty: 5146.381836
	Iteration 60F: 3 clusters Score -4099174 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30164 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -4099178.750000 Penalty: 5146.381836
	Iteration 61Q: 3 clusters Score -4099179 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30167 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -4099177.000000 Penalty: 5146.381836
	Iteration 62Q: 3 clusters Score -4099177 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30172 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -4099176.500000 Penalty: 5146.381836
	Iteration 63Q: 3 clusters Score -4099176 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30181 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -4099179.750000 Penalty: 5146.381836
	Iteration 64Q: 3 clusters Score -4099180 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30185 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -4099176.500000 Penalty: 5146.381836
	Iteration 65Q: 3 clusters Score -4099176 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30195 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -4099175.500000 Penalty: 5146.381836
	Iteration 66Q: 3 clusters Score -4099176 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30203 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -4099176.000000 Penalty: 5146.381836
	Iteration 67Q: 3 clusters Score -4099176 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30210 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -4099176.750000 Penalty: 5146.381836
	Iteration 68Q: 3 clusters Score -4099177 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30223 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -4099174.250000 Penalty: 5146.381836
	Iteration 69Q: 3 clusters Score -4099174 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30229 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -4099185.000000 Penalty: 5146.381836
	Iteration 70Q: 3 clusters Score -4099185 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30237 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -4099192.750000 Penalty: 5146.381836
	Iteration 71Q: 3 clusters Score -4099193 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30245 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -4099194.250000 Penalty: 5146.381836
	Iteration 72Q: 3 clusters Score -4099194 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30250 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -4099197.750000 Penalty: 5146.381836
	Iteration 73Q: 3 clusters Score -4099198 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30258 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -4099194.250000 Penalty: 5146.381836
	Iteration 74Q: 3 clusters Score -4099194 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30260 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -4099201.000000 Penalty: 5146.381836
	Iteration 75Q: 3 clusters Score -4099201 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30265 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -4099198.000000 Penalty: 5146.381836
	Iteration 76Q: 3 clusters Score -4099198 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30271 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -4099201.750000 Penalty: 5146.381836
	Iteration 77Q: 3 clusters Score -4099202 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30275 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -4099206.000000 Penalty: 5146.381836
	Iteration 78Q: 3 clusters Score -4099206 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30284 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -4099200.250000 Penalty: 5146.381836
	Iteration 79Q: 3 clusters Score -4099200 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30294 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -4099210.500000 Penalty: 5146.381836
	Iteration 80F: 3 clusters Score -4099210 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30303 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -4099206.750000 Penalty: 5146.381836
	Iteration 81Q: 3 clusters Score -4099207 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30313 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -4099207.250000 Penalty: 5146.381836
	Iteration 82Q: 3 clusters Score -4099207 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30324 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -4099211.750000 Penalty: 5146.381836
	Iteration 83Q: 3 clusters Score -4099212 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30337 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -4099217.500000 Penalty: 5146.381836
	Iteration 84Q: 3 clusters Score -4099218 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30346 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -4099218.000000 Penalty: 5146.381836
	Iteration 85Q: 3 clusters Score -4099218 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30353 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -4099215.750000 Penalty: 5146.381836
	Iteration 86Q: 3 clusters Score -4099216 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30360 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -4099213.000000 Penalty: 5146.381836
	Iteration 87Q: 3 clusters Score -4099213 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30366 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -4099222.500000 Penalty: 5146.381836
	Iteration 88Q: 3 clusters Score -4099222 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30371 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -4099226.000000 Penalty: 5146.381836
	Iteration 89Q: 3 clusters Score -4099226 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30380 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -4099225.500000 Penalty: 5146.381836
	Iteration 90Q: 3 clusters Score -4099226 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30387 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -4099229.750000 Penalty: 5146.381836
	Iteration 91Q: 3 clusters Score -4099230 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30404 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -4099233.250000 Penalty: 5146.381836
	Iteration 92Q: 3 clusters Score -4099233 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30418 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -4099236.000000 Penalty: 5146.381836
	Iteration 93Q: 3 clusters Score -4099236 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30430 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -4099234.250000 Penalty: 5146.381836
	Iteration 94Q: 3 clusters Score -4099234 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30444 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -4099238.750000 Penalty: 5146.381836
	Iteration 95Q: 3 clusters Score -4099239 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30458 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -4099243.750000 Penalty: 5146.381836
	Iteration 96Q: 3 clusters Score -4099244 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30468 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -4099247.750000 Penalty: 5146.381836
	Iteration 97Q: 3 clusters Score -4099248 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30478 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -4099251.250000 Penalty: 5146.381836
	Iteration 98Q: 3 clusters Score -4099251 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30495 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -4099258.250000 Penalty: 5146.381836
	Iteration 99Q: 3 clusters Score -4099258 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30513 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -4099259.000000 Penalty: 5146.381836
	Iteration 100F: 3 clusters Score -4099259 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30527 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -4099260.000000 Penalty: 5146.381836
	Iteration 101Q: 3 clusters Score -4099260 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30535 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -4099260.250000 Penalty: 5146.381836
	Iteration 102Q: 3 clusters Score -4099260 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30544 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -4099264.750000 Penalty: 5146.381836
	Iteration 103Q: 3 clusters Score -4099265 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30552 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -4099267.000000 Penalty: 5146.381836
	Iteration 104Q: 3 clusters Score -4099267 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30559 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -4099269.000000 Penalty: 5146.381836
	Iteration 105Q: 3 clusters Score -4099269 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30564 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -4099274.000000 Penalty: 5146.381836
	Iteration 106Q: 3 clusters Score -4099274 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30571 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -4099275.000000 Penalty: 5146.381836
	Iteration 107Q: 3 clusters Score -4099275 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30577 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -4099280.750000 Penalty: 5146.381836
	Iteration 108Q: 3 clusters Score -4099281 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30582 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -4099282.750000 Penalty: 5146.381836
	Iteration 109Q: 3 clusters Score -4099283 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30584 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -4099282.750000 Penalty: 5146.381836
	Iteration 110Q: 3 clusters Score -4099283 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30586 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -4099283.500000 Penalty: 5146.381836
	Iteration 111Q: 3 clusters Score -4099284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30588 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -4099282.000000 Penalty: 5146.381836
	Iteration 112Q: 3 clusters Score -4099282 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30589 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -4099280.750000 Penalty: 5146.381836
	Iteration 113Q: 3 clusters Score -4099281 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30589 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -4099280.750000 Penalty: 5146.381836
	Iteration 114F: 3 clusters Score -4099281 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (40767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40767 members 
Entering Unmasked Estep 
Score: -4908243.000000 Penalty: 2632.675781
	Iteration 0F: 2 clusters Score -4908243 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20340 members 
Mstep: Class 2 contains 20427 members 
Entering Unmasked Estep 
Score: -4880588.500000 Penalty: 5265.351562
	Iteration 0F: 3 clusters Score -4880588 nChanged 18579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19789 members 
Mstep: Class 2 contains 20978 members 
Entering Unmasked Estep 
Score: -4890728.500000 Penalty: 5265.351562
	Iteration 1F: 3 clusters Score -4890728 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19520 members 
Mstep: Class 2 contains 21247 members 
Entering Unmasked Estep 
Score: -4891252.500000 Penalty: 5265.351562
	Iteration 2Q: 3 clusters Score -4891252 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19133 members 
Mstep: Class 2 contains 21634 members 
Entering Unmasked Estep 
Score: -4891757.000000 Penalty: 5265.351562
	Iteration 3Q: 3 clusters Score -4891757 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18559 members 
Mstep: Class 2 contains 22208 members 
Entering Unmasked Estep 
Score: -4892225.500000 Penalty: 5265.351562
	Iteration 4Q: 3 clusters Score -4892226 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17767 members 
Mstep: Class 2 contains 23000 members 
Entering Unmasked Estep 
Score: -4892719.000000 Penalty: 5265.351562
	Iteration 5Q: 3 clusters Score -4892719 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16662 members 
Mstep: Class 2 contains 24105 members 
Entering Unmasked Estep 
Score: -4893428.000000 Penalty: 5265.351562
	Iteration 6Q: 3 clusters Score -4893428 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15254 members 
Mstep: Class 2 contains 25513 members 
Entering Unmasked Estep 
Score: -4894392.500000 Penalty: 5265.351562
	Iteration 7Q: 3 clusters Score -4894392 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13491 members 
Mstep: Class 2 contains 27276 members 
Entering Unmasked Estep 
Score: -4895535.500000 Penalty: 5265.351562
	Iteration 8F: 3 clusters Score -4895536 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11366 members 
Mstep: Class 2 contains 29401 members 
Entering Unmasked Estep 
Score: -4897035.000000 Penalty: 5265.351562
	Iteration 9F: 3 clusters Score -4897035 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 31752 members 
Entering Unmasked Estep 
Score: -4898809.500000 Penalty: 5265.351562
	Iteration 10F: 3 clusters Score -4898810 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 34069 members 
Entering Unmasked Estep 
Score: -4900623.500000 Penalty: 5265.351562
	Iteration 11F: 3 clusters Score -4900624 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 36142 members 
Entering Unmasked Estep 
Score: -4902346.000000 Penalty: 5265.351562
	Iteration 12F: 3 clusters Score -4902346 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 37773 members 
Entering Unmasked Estep 
Score: -4903681.000000 Penalty: 5265.351562
	Iteration 13Q: 3 clusters Score -4903681 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 38893 members 
Entering Unmasked Estep 
Score: -4904651.500000 Penalty: 5265.351562
	Iteration 14Q: 3 clusters Score -4904652 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 39545 members 
Entering Unmasked Estep 
Score: -4905177.000000 Penalty: 5265.351562
	Iteration 15Q: 3 clusters Score -4905177 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 39908 members 
Entering Unmasked Estep 
Score: -4905507.500000 Penalty: 5265.351562
	Iteration 16Q: 3 clusters Score -4905508 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 40092 members 
Entering Unmasked Estep 
Score: -4905675.000000 Penalty: 5265.351562
	Iteration 17Q: 3 clusters Score -4905675 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 40200 members 
Entering Unmasked Estep 
Score: -4905780.500000 Penalty: 5265.351562
	Iteration 18Q: 3 clusters Score -4905780 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 40254 members 
Entering Unmasked Estep 
Score: -4905824.000000 Penalty: 5265.351562
	Iteration 19Q: 3 clusters Score -4905824 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 40285 members 
Entering Unmasked Estep 
Score: -4905847.000000 Penalty: 5265.351562
	Iteration 20F: 3 clusters Score -4905847 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 40306 members 
Entering Unmasked Estep 
Score: -4905873.000000 Penalty: 5265.351562
	Iteration 21Q: 3 clusters Score -4905873 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 40325 members 
Entering Unmasked Estep 
Score: -4905895.000000 Penalty: 5265.351562
	Iteration 22Q: 3 clusters Score -4905895 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 40339 members 
Entering Unmasked Estep 
Score: -4905920.000000 Penalty: 5265.351562
	Iteration 23Q: 3 clusters Score -4905920 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 40349 members 
Entering Unmasked Estep 
Score: -4905933.500000 Penalty: 5265.351562
	Iteration 24Q: 3 clusters Score -4905934 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 40354 members 
Entering Unmasked Estep 
Score: -4905940.500000 Penalty: 5265.351562
	Iteration 25Q: 3 clusters Score -4905940 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 40357 members 
Entering Unmasked Estep 
Score: -4905939.500000 Penalty: 5265.351562
	Iteration 26Q: 3 clusters Score -4905940 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 40356 members 
Entering Unmasked Estep 
Score: -4905940.000000 Penalty: 5265.351562
	Iteration 27Q: 3 clusters Score -4905940 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 40361 members 
Entering Unmasked Estep 
Score: -4905949.000000 Penalty: 5265.351562
	Iteration 28Q: 3 clusters Score -4905949 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 40363 members 
Entering Unmasked Estep 
Score: -4905946.500000 Penalty: 5265.351562
	Iteration 29Q: 3 clusters Score -4905946 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 40364 members 
Entering Unmasked Estep 
Score: -4905947.000000 Penalty: 5265.351562
	Iteration 30Q: 3 clusters Score -4905947 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 40367 members 
Entering Unmasked Estep 
Score: -4905963.000000 Penalty: 5265.351562
	Iteration 31Q: 3 clusters Score -4905963 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 40369 members 
Entering Unmasked Estep 
Score: -4905964.500000 Penalty: 5265.351562
	Iteration 32Q: 3 clusters Score -4905964 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 40372 members 
Entering Unmasked Estep 
Score: -4905967.500000 Penalty: 5265.351562
	Iteration 33Q: 3 clusters Score -4905968 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 40373 members 
Entering Unmasked Estep 
Score: -4905974.000000 Penalty: 5265.351562
	Iteration 34Q: 3 clusters Score -4905974 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 40375 members 
Entering Unmasked Estep 
Score: -4905969.500000 Penalty: 5265.351562
	Iteration 35Q: 3 clusters Score -4905970 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 40375 members 
Entering Unmasked Estep 
Score: -4905969.500000 Penalty: 5265.351562
	Iteration 36Q: 3 clusters Score -4905970 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 40376 members 
Entering Unmasked Estep 
Score: -4905968.000000 Penalty: 5265.351562
	Iteration 37Q: 3 clusters Score -4905968 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 40376 members 
Entering Unmasked Estep 
Score: -4905968.000000 Penalty: 5265.351562
	Iteration 38F: 3 clusters Score -4905968 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Entering Unmasked Estep 
Score: -544473.437500 Penalty: 2083.474854
	Iteration 0F: 2 clusters Score -544473.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -540342.125000 Penalty: 4166.949707
	Iteration 0F: 3 clusters Score -540342.1 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -541286.937500 Penalty: 4166.949707
	Iteration 1F: 3 clusters Score -541286.9 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -541476.250000 Penalty: 4166.949707
	Iteration 2F: 3 clusters Score -541476.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -541583.500000 Penalty: 4166.949707
	Iteration 3Q: 3 clusters Score -541583.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -541681.437500 Penalty: 4166.949707
	Iteration 4Q: 3 clusters Score -541681.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -541764.875000 Penalty: 4166.949707
	Iteration 5Q: 3 clusters Score -541764.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -541867.500000 Penalty: 4166.949707
	Iteration 6Q: 3 clusters Score -541867.5 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -542028.562500 Penalty: 4166.949707
	Iteration 7Q: 3 clusters Score -542028.6 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -542240.750000 Penalty: 4166.949707
	Iteration 8Q: 3 clusters Score -542240.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -542493.125000 Penalty: 4166.949707
	Iteration 9Q: 3 clusters Score -542493.1 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -542742.437500 Penalty: 4166.949707
	Iteration 10F: 3 clusters Score -542742.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -542923.312500 Penalty: 4166.949707
	Iteration 11Q: 3 clusters Score -542923.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -543059.500000 Penalty: 4166.949707
	Iteration 12Q: 3 clusters Score -543059.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -543161.187500 Penalty: 4166.949707
	Iteration 13Q: 3 clusters Score -543161.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -543246.812500 Penalty: 4166.949707
	Iteration 14Q: 3 clusters Score -543246.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -543318.375000 Penalty: 4166.949707
	Iteration 15Q: 3 clusters Score -543318.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -543372.750000 Penalty: 4166.949707
	Iteration 16Q: 3 clusters Score -543372.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -543408.000000 Penalty: 4166.949707
	Iteration 17Q: 3 clusters Score -543408 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -543429.750000 Penalty: 4166.949707
	Iteration 18Q: 3 clusters Score -543429.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -543457.625000 Penalty: 4166.949707
	Iteration 19Q: 3 clusters Score -543457.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -543486.812500 Penalty: 4166.949707
	Iteration 20F: 3 clusters Score -543486.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -543509.937500 Penalty: 4166.949707
	Iteration 21Q: 3 clusters Score -543509.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -543526.812500 Penalty: 4166.949707
	Iteration 22Q: 3 clusters Score -543526.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -543538.687500 Penalty: 4166.949707
	Iteration 23Q: 3 clusters Score -543538.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -543550.750000 Penalty: 4166.949707
	Iteration 24Q: 3 clusters Score -543550.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -543562.437500 Penalty: 4166.949707
	Iteration 25Q: 3 clusters Score -543562.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -543568.500000 Penalty: 4166.949707
	Iteration 26Q: 3 clusters Score -543568.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -543570.187500 Penalty: 4166.949707
	Iteration 27Q: 3 clusters Score -543570.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -543572.375000 Penalty: 4166.949707
	Iteration 28Q: 3 clusters Score -543572.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -543574.000000 Penalty: 4166.949707
	Iteration 29Q: 3 clusters Score -543574 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -543576.187500 Penalty: 4166.949707
	Iteration 30Q: 3 clusters Score -543576.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -543581.937500 Penalty: 4166.949707
	Iteration 31Q: 3 clusters Score -543581.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -543585.062500 Penalty: 4166.949707
	Iteration 32Q: 3 clusters Score -543585.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -543587.500000 Penalty: 4166.949707
	Iteration 33Q: 3 clusters Score -543587.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -543592.875000 Penalty: 4166.949707
	Iteration 34Q: 3 clusters Score -543592.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -543597.250000 Penalty: 4166.949707
	Iteration 35Q: 3 clusters Score -543597.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -543599.437500 Penalty: 4166.949707
	Iteration 36Q: 3 clusters Score -543599.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -543600.687500 Penalty: 4166.949707
	Iteration 37Q: 3 clusters Score -543600.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -543601.500000 Penalty: 4166.949707
	Iteration 38Q: 3 clusters Score -543601.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -543605.125000 Penalty: 4166.949707
	Iteration 39Q: 3 clusters Score -543605.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -543607.562500 Penalty: 4166.949707
	Iteration 40F: 3 clusters Score -543607.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -543606.937500 Penalty: 4166.949707
	Iteration 41Q: 3 clusters Score -543606.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -543608.562500 Penalty: 4166.949707
	Iteration 42Q: 3 clusters Score -543608.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -543608.062500 Penalty: 4166.949707
	Iteration 43Q: 3 clusters Score -543608.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -543608.500000 Penalty: 4166.949707
	Iteration 44Q: 3 clusters Score -543608.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -543608.500000 Penalty: 4166.949707
	Iteration 45F: 3 clusters Score -543608.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (11725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11725 members 
Entering Unmasked Estep 
Score: -1585710.500000 Penalty: 2323.630615
	Iteration 0F: 2 clusters Score -1585710 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -1577401.375000 Penalty: 4647.261230
	Iteration 0F: 3 clusters Score -1577401 nChanged 5101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -1584247.125000 Penalty: 4647.261230
	Iteration 1F: 3 clusters Score -1584247 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -1590381.125000 Penalty: 4647.261230
	Iteration 2F: 3 clusters Score -1590381 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -1594588.000000 Penalty: 4647.261230
	Iteration 3F: 3 clusters Score -1594588 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -1595931.375000 Penalty: 4647.261230
	Iteration 4F: 3 clusters Score -1595931 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -1596537.500000 Penalty: 4647.261230
	Iteration 5Q: 3 clusters Score -1596538 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -1596968.375000 Penalty: 4647.261230
	Iteration 6Q: 3 clusters Score -1596968 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -1597218.375000 Penalty: 4647.261230
	Iteration 7Q: 3 clusters Score -1597218 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -1597422.000000 Penalty: 4647.261230
	Iteration 8Q: 3 clusters Score -1597422 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -1597581.125000 Penalty: 4647.261230
	Iteration 9Q: 3 clusters Score -1597581 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -1597743.000000 Penalty: 4647.261230
	Iteration 10Q: 3 clusters Score -1597743 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -1597826.125000 Penalty: 4647.261230
	Iteration 11Q: 3 clusters Score -1597826 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -1597862.125000 Penalty: 4647.261230
	Iteration 12Q: 3 clusters Score -1597862 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -1597896.250000 Penalty: 4647.261230
	Iteration 13Q: 3 clusters Score -1597896 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -1597919.000000 Penalty: 4647.261230
	Iteration 14Q: 3 clusters Score -1597919 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -1597966.625000 Penalty: 4647.261230
	Iteration 15Q: 3 clusters Score -1597967 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -1598000.500000 Penalty: 4647.261230
	Iteration 16Q: 3 clusters Score -1598000 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -1598071.375000 Penalty: 4647.261230
	Iteration 17Q: 3 clusters Score -1598071 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9130 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -1598153.750000 Penalty: 4647.261230
	Iteration 18Q: 3 clusters Score -1598154 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -1598293.500000 Penalty: 4647.261230
	Iteration 19Q: 3 clusters Score -1598294 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -1598436.125000 Penalty: 4647.261230
	Iteration 20F: 3 clusters Score -1598436 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -1598523.125000 Penalty: 4647.261230
	Iteration 21Q: 3 clusters Score -1598523 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -1598577.875000 Penalty: 4647.261230
	Iteration 22Q: 3 clusters Score -1598578 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -1598610.875000 Penalty: 4647.261230
	Iteration 23Q: 3 clusters Score -1598611 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -1598627.250000 Penalty: 4647.261230
	Iteration 24Q: 3 clusters Score -1598627 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -1598626.250000 Penalty: 4647.261230
	Iteration 25Q: 3 clusters Score -1598626 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9445 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -1598627.250000 Penalty: 4647.261230
	Iteration 26Q: 3 clusters Score -1598627 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -1598644.000000 Penalty: 4647.261230
	Iteration 27Q: 3 clusters Score -1598644 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -1598654.250000 Penalty: 4647.261230
	Iteration 28Q: 3 clusters Score -1598654 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9464 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -1598648.750000 Penalty: 4647.261230
	Iteration 29Q: 3 clusters Score -1598649 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -1598680.250000 Penalty: 4647.261230
	Iteration 30Q: 3 clusters Score -1598680 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -1598681.875000 Penalty: 4647.261230
	Iteration 31Q: 3 clusters Score -1598682 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9505 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -1598706.000000 Penalty: 4647.261230
	Iteration 32Q: 3 clusters Score -1598706 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -1598684.125000 Penalty: 4647.261230
	Iteration 33Q: 3 clusters Score -1598684 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -1598689.750000 Penalty: 4647.261230
	Iteration 34Q: 3 clusters Score -1598690 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -1598704.750000 Penalty: 4647.261230
	Iteration 35Q: 3 clusters Score -1598705 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -1598697.875000 Penalty: 4647.261230
	Iteration 36Q: 3 clusters Score -1598698 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -1598700.750000 Penalty: 4647.261230
	Iteration 37Q: 3 clusters Score -1598701 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -1598682.750000 Penalty: 4647.261230
	Iteration 38Q: 3 clusters Score -1598683 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -1598687.875000 Penalty: 4647.261230
	Iteration 39Q: 3 clusters Score -1598688 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -1598686.250000 Penalty: 4647.261230
	Iteration 40F: 3 clusters Score -1598686 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -1598703.375000 Penalty: 4647.261230
	Iteration 41Q: 3 clusters Score -1598703 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -1598705.500000 Penalty: 4647.261230
	Iteration 42Q: 3 clusters Score -1598706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -1598698.375000 Penalty: 4647.261230
	Iteration 43Q: 3 clusters Score -1598698 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9537 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -1598706.500000 Penalty: 4647.261230
	Iteration 44Q: 3 clusters Score -1598706 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -1598702.750000 Penalty: 4647.261230
	Iteration 45Q: 3 clusters Score -1598703 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -1598676.625000 Penalty: 4647.261230
	Iteration 46Q: 3 clusters Score -1598677 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -1598686.500000 Penalty: 4647.261230
	Iteration 47Q: 3 clusters Score -1598686 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -1598697.250000 Penalty: 4647.261230
	Iteration 48Q: 3 clusters Score -1598697 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -1598695.000000 Penalty: 4647.261230
	Iteration 49Q: 3 clusters Score -1598695 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -1598695.000000 Penalty: 4647.261230
	Iteration 50F: 3 clusters Score -1598695 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 2616 members 
Mstep: Class 3 contains 4160 members 
Mstep: Class 4 contains 12167 members 
Mstep: Class 5 contains 2440 members 
Mstep: Class 6 contains 2549 members 
Mstep: Class 7 contains 1248 members 
Mstep: Class 8 contains 8048 members 
Mstep: Class 9 contains 177993 members 
Mstep: Class 10 contains 8546 members 
Mstep: Class 11 contains 4268 members 
Mstep: Class 12 contains 24373 members 
Mstep: Class 13 contains 4100 members 
Mstep: Class 14 contains 6568 members 
Mstep: Class 15 contains 196130 members 
Mstep: Class 16 contains 218191 members 
Mstep: Class 17 contains 18825 members 
Mstep: Class 18 contains 32871 members 
Mstep: Class 19 contains 268 members 
Mstep: Class 20 contains 4180 members 
Mstep: Class 21 contains 32073 members 
Mstep: Class 22 contains 40767 members 
Mstep: Class 23 contains 4452 members 
Mstep: Class 24 contains 9542 members 
Mstep: Class 25 contains 37302 members 
Mstep: Class 26 contains 37105 members 
Mstep: Class 27 contains 7235 members 
Mstep: Class 28 contains 25854 members 
Mstep: Class 29 contains 8193 members 
Mstep: Class 30 contains 25379 members 
Mstep: Class 31 contains 6886 members 
Mstep: Class 32 contains 18201 members 
Mstep: Class 33 contains 337 members 
Mstep: Class 34 contains 11620 members 
Mstep: Class 35 contains 64138 members 
Mstep: Class 36 contains 24744 members 
Mstep: Class 37 contains 7391 members 
Mstep: Class 38 contains 2006 members 
Mstep: Class 39 contains 3952 members 
Mstep: Class 40 contains 2829 members 
Mstep: Class 41 contains 13491 members 
Mstep: Class 42 contains 6537 members 
Mstep: Class 43 contains 527 members 
Mstep: Class 44 contains 2842 members 
Mstep: Class 45 contains 2297 members 
Mstep: Class 46 contains 10674 members 
Mstep: Class 47 contains 501 members 
Mstep: Class 48 contains 27557 members 
Mstep: Class 49 contains 4247 members 
Mstep: Class 50 contains 649 members 
Mstep: Class 51 contains 8738 members 
Mstep: Class 52 contains 187 members 
Mstep: Class 53 contains 2183 members 
Entering Unmasked Estep 
Score: -147479088.000000 Penalty: 183858.156250
Splitting cluster 24 changes total score from -147459984.000000 to -147479088.000000
So it's getting split into cluster 53.
Entering ConstructFrom: 
Trying to split cluster 25 (37302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37302 members 
Entering Unmasked Estep 
Score: -4695063.000000 Penalty: 2610.646973
	Iteration 0F: 2 clusters Score -4695063 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18651 members 
Mstep: Class 2 contains 18651 members 
Entering Unmasked Estep 
Score: -4669797.000000 Penalty: 5221.293945
	Iteration 0F: 3 clusters Score -4669797 nChanged 17020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18591 members 
Mstep: Class 2 contains 18711 members 
Entering Unmasked Estep 
Score: -4679067.500000 Penalty: 5221.293945
	Iteration 1F: 3 clusters Score -4679068 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18447 members 
Mstep: Class 2 contains 18855 members 
Entering Unmasked Estep 
Score: -4679586.500000 Penalty: 5221.293945
	Iteration 2Q: 3 clusters Score -4679586 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18281 members 
Mstep: Class 2 contains 19021 members 
Entering Unmasked Estep 
Score: -4680093.000000 Penalty: 5221.293945
	Iteration 3Q: 3 clusters Score -4680093 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18169 members 
Mstep: Class 2 contains 19133 members 
Entering Unmasked Estep 
Score: -4680559.000000 Penalty: 5221.293945
	Iteration 4Q: 3 clusters Score -4680559 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17928 members 
Mstep: Class 2 contains 19374 members 
Entering Unmasked Estep 
Score: -4681072.500000 Penalty: 5221.293945
	Iteration 5Q: 3 clusters Score -4681072 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17579 members 
Mstep: Class 2 contains 19723 members 
Entering Unmasked Estep 
Score: -4681648.500000 Penalty: 5221.293945
	Iteration 6Q: 3 clusters Score -4681648 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17126 members 
Mstep: Class 2 contains 20176 members 
Entering Unmasked Estep 
Score: -4682199.500000 Penalty: 5221.293945
	Iteration 7Q: 3 clusters Score -4682200 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16589 members 
Mstep: Class 2 contains 20713 members 
Entering Unmasked Estep 
Score: -4682761.000000 Penalty: 5221.293945
	Iteration 8Q: 3 clusters Score -4682761 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15918 members 
Mstep: Class 2 contains 21384 members 
Entering Unmasked Estep 
Score: -4683364.500000 Penalty: 5221.293945
	Iteration 9Q: 3 clusters Score -4683364 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15092 members 
Mstep: Class 2 contains 22210 members 
Entering Unmasked Estep 
Score: -4684018.000000 Penalty: 5221.293945
	Iteration 10Q: 3 clusters Score -4684018 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14137 members 
Mstep: Class 2 contains 23165 members 
Entering Unmasked Estep 
Score: -4684749.000000 Penalty: 5221.293945
	Iteration 11Q: 3 clusters Score -4684749 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13009 members 
Mstep: Class 2 contains 24293 members 
Entering Unmasked Estep 
Score: -4685685.000000 Penalty: 5221.293945
	Iteration 12Q: 3 clusters Score -4685685 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11841 members 
Mstep: Class 2 contains 25461 members 
Entering Unmasked Estep 
Score: -4686820.000000 Penalty: 5221.293945
	Iteration 13Q: 3 clusters Score -4686820 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10717 members 
Mstep: Class 2 contains 26585 members 
Entering Unmasked Estep 
Score: -4688002.000000 Penalty: 5221.293945
	Iteration 14Q: 3 clusters Score -4688002 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 27525 members 
Entering Unmasked Estep 
Score: -4688960.000000 Penalty: 5221.293945
	Iteration 15Q: 3 clusters Score -4688960 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 28254 members 
Entering Unmasked Estep 
Score: -4689592.500000 Penalty: 5221.293945
	Iteration 16Q: 3 clusters Score -4689592 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 28887 members 
Entering Unmasked Estep 
Score: -4690036.500000 Penalty: 5221.293945
	Iteration 17Q: 3 clusters Score -4690036 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 29440 members 
Entering Unmasked Estep 
Score: -4690357.500000 Penalty: 5221.293945
	Iteration 18Q: 3 clusters Score -4690358 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 29914 members 
Entering Unmasked Estep 
Score: -4690605.500000 Penalty: 5221.293945
	Iteration 19Q: 3 clusters Score -4690606 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 30335 members 
Entering Unmasked Estep 
Score: -4690854.000000 Penalty: 5221.293945
	Iteration 20F: 3 clusters Score -4690854 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 30712 members 
Entering Unmasked Estep 
Score: -4691040.500000 Penalty: 5221.293945
	Iteration 21Q: 3 clusters Score -4691040 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 31075 members 
Entering Unmasked Estep 
Score: -4691256.500000 Penalty: 5221.293945
	Iteration 22Q: 3 clusters Score -4691256 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 31399 members 
Entering Unmasked Estep 
Score: -4691428.500000 Penalty: 5221.293945
	Iteration 23Q: 3 clusters Score -4691428 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 31688 members 
Entering Unmasked Estep 
Score: -4691593.000000 Penalty: 5221.293945
	Iteration 24Q: 3 clusters Score -4691593 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 31961 members 
Entering Unmasked Estep 
Score: -4691746.000000 Penalty: 5221.293945
	Iteration 25Q: 3 clusters Score -4691746 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 32226 members 
Entering Unmasked Estep 
Score: -4691875.500000 Penalty: 5221.293945
	Iteration 26Q: 3 clusters Score -4691876 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 32488 members 
Entering Unmasked Estep 
Score: -4691996.000000 Penalty: 5221.293945
	Iteration 27Q: 3 clusters Score -4691996 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 32738 members 
Entering Unmasked Estep 
Score: -4692103.000000 Penalty: 5221.293945
	Iteration 28Q: 3 clusters Score -4692103 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 32971 members 
Entering Unmasked Estep 
Score: -4692215.500000 Penalty: 5221.293945
	Iteration 29Q: 3 clusters Score -4692216 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 33191 members 
Entering Unmasked Estep 
Score: -4692301.000000 Penalty: 5221.293945
	Iteration 30Q: 3 clusters Score -4692301 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 33406 members 
Entering Unmasked Estep 
Score: -4692420.000000 Penalty: 5221.293945
	Iteration 31Q: 3 clusters Score -4692420 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 33614 members 
Entering Unmasked Estep 
Score: -4692483.000000 Penalty: 5221.293945
	Iteration 32Q: 3 clusters Score -4692483 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 33801 members 
Entering Unmasked Estep 
Score: -4692565.000000 Penalty: 5221.293945
	Iteration 33Q: 3 clusters Score -4692565 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 33964 members 
Entering Unmasked Estep 
Score: -4692623.000000 Penalty: 5221.293945
	Iteration 34Q: 3 clusters Score -4692623 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 34112 members 
Entering Unmasked Estep 
Score: -4692692.000000 Penalty: 5221.293945
	Iteration 35Q: 3 clusters Score -4692692 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 34234 members 
Entering Unmasked Estep 
Score: -4692740.000000 Penalty: 5221.293945
	Iteration 36Q: 3 clusters Score -4692740 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 34350 members 
Entering Unmasked Estep 
Score: -4692762.000000 Penalty: 5221.293945
	Iteration 37Q: 3 clusters Score -4692762 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 34441 members 
Entering Unmasked Estep 
Score: -4692808.000000 Penalty: 5221.293945
	Iteration 38Q: 3 clusters Score -4692808 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 34520 members 
Entering Unmasked Estep 
Score: -4692817.500000 Penalty: 5221.293945
	Iteration 39Q: 3 clusters Score -4692818 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 34588 members 
Entering Unmasked Estep 
Score: -4692842.500000 Penalty: 5221.293945
	Iteration 40F: 3 clusters Score -4692842 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 34656 members 
Entering Unmasked Estep 
Score: -4692860.000000 Penalty: 5221.293945
	Iteration 41Q: 3 clusters Score -4692860 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 34739 members 
Entering Unmasked Estep 
Score: -4692895.500000 Penalty: 5221.293945
	Iteration 42Q: 3 clusters Score -4692896 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 34803 members 
Entering Unmasked Estep 
Score: -4692917.000000 Penalty: 5221.293945
	Iteration 43Q: 3 clusters Score -4692917 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 34868 members 
Entering Unmasked Estep 
Score: -4692941.500000 Penalty: 5221.293945
	Iteration 44Q: 3 clusters Score -4692942 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 34917 members 
Entering Unmasked Estep 
Score: -4692966.000000 Penalty: 5221.293945
	Iteration 45Q: 3 clusters Score -4692966 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 34968 members 
Entering Unmasked Estep 
Score: -4692980.000000 Penalty: 5221.293945
	Iteration 46Q: 3 clusters Score -4692980 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 35025 members 
Entering Unmasked Estep 
Score: -4693004.000000 Penalty: 5221.293945
	Iteration 47Q: 3 clusters Score -4693004 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 35069 members 
Entering Unmasked Estep 
Score: -4693015.000000 Penalty: 5221.293945
	Iteration 48Q: 3 clusters Score -4693015 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 35117 members 
Entering Unmasked Estep 
Score: -4693040.000000 Penalty: 5221.293945
	Iteration 49Q: 3 clusters Score -4693040 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 35165 members 
Entering Unmasked Estep 
Score: -4693050.000000 Penalty: 5221.293945
	Iteration 50Q: 3 clusters Score -4693050 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 35196 members 
Entering Unmasked Estep 
Score: -4693055.000000 Penalty: 5221.293945
	Iteration 51Q: 3 clusters Score -4693055 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 35223 members 
Entering Unmasked Estep 
Score: -4693071.000000 Penalty: 5221.293945
	Iteration 52Q: 3 clusters Score -4693071 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 35238 members 
Entering Unmasked Estep 
Score: -4693076.500000 Penalty: 5221.293945
	Iteration 53Q: 3 clusters Score -4693076 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 35249 members 
Entering Unmasked Estep 
Score: -4693076.500000 Penalty: 5221.293945
	Iteration 54Q: 3 clusters Score -4693076 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 35263 members 
Entering Unmasked Estep 
Score: -4693077.000000 Penalty: 5221.293945
	Iteration 55Q: 3 clusters Score -4693077 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 35284 members 
Entering Unmasked Estep 
Score: -4693067.500000 Penalty: 5221.293945
	Iteration 56Q: 3 clusters Score -4693068 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 35298 members 
Entering Unmasked Estep 
Score: -4693074.500000 Penalty: 5221.293945
	Iteration 57Q: 3 clusters Score -4693074 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 35311 members 
Entering Unmasked Estep 
Score: -4693076.000000 Penalty: 5221.293945
	Iteration 58Q: 3 clusters Score -4693076 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 35325 members 
Entering Unmasked Estep 
Score: -4693080.500000 Penalty: 5221.293945
	Iteration 59Q: 3 clusters Score -4693080 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 35333 members 
Entering Unmasked Estep 
Score: -4693093.000000 Penalty: 5221.293945
	Iteration 60F: 3 clusters Score -4693093 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 35342 members 
Entering Unmasked Estep 
Score: -4693092.000000 Penalty: 5221.293945
	Iteration 61Q: 3 clusters Score -4693092 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 35347 members 
Entering Unmasked Estep 
Score: -4693094.000000 Penalty: 5221.293945
	Iteration 62Q: 3 clusters Score -4693094 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 35351 members 
Entering Unmasked Estep 
Score: -4693091.500000 Penalty: 5221.293945
	Iteration 63Q: 3 clusters Score -4693092 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 35355 members 
Entering Unmasked Estep 
Score: -4693099.500000 Penalty: 5221.293945
	Iteration 64Q: 3 clusters Score -4693100 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 35364 members 
Entering Unmasked Estep 
Score: -4693098.500000 Penalty: 5221.293945
	Iteration 65Q: 3 clusters Score -4693098 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 35373 members 
Entering Unmasked Estep 
Score: -4693098.500000 Penalty: 5221.293945
	Iteration 66Q: 3 clusters Score -4693098 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 35380 members 
Entering Unmasked Estep 
Score: -4693105.500000 Penalty: 5221.293945
	Iteration 67Q: 3 clusters Score -4693106 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 35390 members 
Entering Unmasked Estep 
Score: -4693102.000000 Penalty: 5221.293945
	Iteration 68Q: 3 clusters Score -4693102 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 35400 members 
Entering Unmasked Estep 
Score: -4693104.000000 Penalty: 5221.293945
	Iteration 69Q: 3 clusters Score -4693104 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 35404 members 
Entering Unmasked Estep 
Score: -4693109.500000 Penalty: 5221.293945
	Iteration 70Q: 3 clusters Score -4693110 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 35411 members 
Entering Unmasked Estep 
Score: -4693106.000000 Penalty: 5221.293945
	Iteration 71Q: 3 clusters Score -4693106 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 35416 members 
Entering Unmasked Estep 
Score: -4693105.000000 Penalty: 5221.293945
	Iteration 72Q: 3 clusters Score -4693105 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 35423 members 
Entering Unmasked Estep 
Score: -4693100.000000 Penalty: 5221.293945
	Iteration 73Q: 3 clusters Score -4693100 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 35430 members 
Entering Unmasked Estep 
Score: -4693106.000000 Penalty: 5221.293945
	Iteration 74Q: 3 clusters Score -4693106 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 35433 members 
Entering Unmasked Estep 
Score: -4693108.500000 Penalty: 5221.293945
	Iteration 75Q: 3 clusters Score -4693108 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 35440 members 
Entering Unmasked Estep 
Score: -4693108.000000 Penalty: 5221.293945
	Iteration 76Q: 3 clusters Score -4693108 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 35447 members 
Entering Unmasked Estep 
Score: -4693107.000000 Penalty: 5221.293945
	Iteration 77Q: 3 clusters Score -4693107 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 35457 members 
Entering Unmasked Estep 
Score: -4693114.000000 Penalty: 5221.293945
	Iteration 78Q: 3 clusters Score -4693114 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 35466 members 
Entering Unmasked Estep 
Score: -4693108.000000 Penalty: 5221.293945
	Iteration 79Q: 3 clusters Score -4693108 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 35473 members 
Entering Unmasked Estep 
Score: -4693105.500000 Penalty: 5221.293945
	Iteration 80F: 3 clusters Score -4693106 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 35477 members 
Entering Unmasked Estep 
Score: -4693112.000000 Penalty: 5221.293945
	Iteration 81Q: 3 clusters Score -4693112 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 35485 members 
Entering Unmasked Estep 
Score: -4693116.500000 Penalty: 5221.293945
	Iteration 82Q: 3 clusters Score -4693116 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 35490 members 
Entering Unmasked Estep 
Score: -4693118.500000 Penalty: 5221.293945
	Iteration 83Q: 3 clusters Score -4693118 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 35498 members 
Entering Unmasked Estep 
Score: -4693115.500000 Penalty: 5221.293945
	Iteration 84Q: 3 clusters Score -4693116 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 35506 members 
Entering Unmasked Estep 
Score: -4693120.000000 Penalty: 5221.293945
	Iteration 85Q: 3 clusters Score -4693120 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 35516 members 
Entering Unmasked Estep 
Score: -4693128.500000 Penalty: 5221.293945
	Iteration 86Q: 3 clusters Score -4693128 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 35525 members 
Entering Unmasked Estep 
Score: -4693134.000000 Penalty: 5221.293945
	Iteration 87Q: 3 clusters Score -4693134 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 35531 members 
Entering Unmasked Estep 
Score: -4693134.500000 Penalty: 5221.293945
	Iteration 88Q: 3 clusters Score -4693134 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 35548 members 
Entering Unmasked Estep 
Score: -4693142.000000 Penalty: 5221.293945
	Iteration 89Q: 3 clusters Score -4693142 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 35556 members 
Entering Unmasked Estep 
Score: -4693135.500000 Penalty: 5221.293945
	Iteration 90Q: 3 clusters Score -4693136 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 35562 members 
Entering Unmasked Estep 
Score: -4693136.500000 Penalty: 5221.293945
	Iteration 91Q: 3 clusters Score -4693136 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 35573 members 
Entering Unmasked Estep 
Score: -4693152.000000 Penalty: 5221.293945
	Iteration 92Q: 3 clusters Score -4693152 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 35590 members 
Entering Unmasked Estep 
Score: -4693161.500000 Penalty: 5221.293945
	Iteration 93Q: 3 clusters Score -4693162 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 35598 members 
Entering Unmasked Estep 
Score: -4693158.500000 Penalty: 5221.293945
	Iteration 94Q: 3 clusters Score -4693158 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 35607 members 
Entering Unmasked Estep 
Score: -4693159.500000 Penalty: 5221.293945
	Iteration 95Q: 3 clusters Score -4693160 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 35620 members 
Entering Unmasked Estep 
Score: -4693166.500000 Penalty: 5221.293945
	Iteration 96Q: 3 clusters Score -4693166 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 35630 members 
Entering Unmasked Estep 
Score: -4693169.000000 Penalty: 5221.293945
	Iteration 97Q: 3 clusters Score -4693169 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 35640 members 
Entering Unmasked Estep 
Score: -4693185.000000 Penalty: 5221.293945
	Iteration 98Q: 3 clusters Score -4693185 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 35654 members 
Entering Unmasked Estep 
Score: -4693189.000000 Penalty: 5221.293945
	Iteration 99Q: 3 clusters Score -4693189 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 35667 members 
Entering Unmasked Estep 
Score: -4693187.500000 Penalty: 5221.293945
	Iteration 100F: 3 clusters Score -4693188 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 35681 members 
Entering Unmasked Estep 
Score: -4693197.000000 Penalty: 5221.293945
	Iteration 101Q: 3 clusters Score -4693197 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 35691 members 
Entering Unmasked Estep 
Score: -4693197.000000 Penalty: 5221.293945
	Iteration 102Q: 3 clusters Score -4693197 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 35696 members 
Entering Unmasked Estep 
Score: -4693198.500000 Penalty: 5221.293945
	Iteration 103Q: 3 clusters Score -4693198 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 35703 members 
Entering Unmasked Estep 
Score: -4693203.500000 Penalty: 5221.293945
	Iteration 104Q: 3 clusters Score -4693204 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 35709 members 
Entering Unmasked Estep 
Score: -4693202.000000 Penalty: 5221.293945
	Iteration 105Q: 3 clusters Score -4693202 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 35718 members 
Entering Unmasked Estep 
Score: -4693213.500000 Penalty: 5221.293945
	Iteration 106Q: 3 clusters Score -4693214 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 35728 members 
Entering Unmasked Estep 
Score: -4693213.000000 Penalty: 5221.293945
	Iteration 107Q: 3 clusters Score -4693213 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 35730 members 
Entering Unmasked Estep 
Score: -4693217.000000 Penalty: 5221.293945
	Iteration 108Q: 3 clusters Score -4693217 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 35736 members 
Entering Unmasked Estep 
Score: -4693211.500000 Penalty: 5221.293945
	Iteration 109Q: 3 clusters Score -4693212 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 35743 members 
Entering Unmasked Estep 
Score: -4693207.500000 Penalty: 5221.293945
	Iteration 110Q: 3 clusters Score -4693208 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 35746 members 
Entering Unmasked Estep 
Score: -4693217.500000 Penalty: 5221.293945
	Iteration 111Q: 3 clusters Score -4693218 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 35750 members 
Entering Unmasked Estep 
Score: -4693224.000000 Penalty: 5221.293945
	Iteration 112Q: 3 clusters Score -4693224 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 35753 members 
Entering Unmasked Estep 
Score: -4693223.000000 Penalty: 5221.293945
	Iteration 113Q: 3 clusters Score -4693223 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 35756 members 
Entering Unmasked Estep 
Score: -4693218.000000 Penalty: 5221.293945
	Iteration 114Q: 3 clusters Score -4693218 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 35757 members 
Entering Unmasked Estep 
Score: -4693218.000000 Penalty: 5221.293945
	Iteration 115Q: 3 clusters Score -4693218 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 35758 members 
Entering Unmasked Estep 
Score: -4693218.500000 Penalty: 5221.293945
	Iteration 116Q: 3 clusters Score -4693218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 35760 members 
Entering Unmasked Estep 
Score: -4693220.000000 Penalty: 5221.293945
	Iteration 117Q: 3 clusters Score -4693220 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 35759 members 
Entering Unmasked Estep 
Score: -4693214.000000 Penalty: 5221.293945
	Iteration 118Q: 3 clusters Score -4693214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 35761 members 
Entering Unmasked Estep 
Score: -4693214.500000 Penalty: 5221.293945
	Iteration 119Q: 3 clusters Score -4693214 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 35762 members 
Entering Unmasked Estep 
Score: -4693215.500000 Penalty: 5221.293945
	Iteration 120F: 3 clusters Score -4693216 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 35765 members 
Entering Unmasked Estep 
Score: -4693218.000000 Penalty: 5221.293945
	Iteration 121Q: 3 clusters Score -4693218 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 35768 members 
Entering Unmasked Estep 
Score: -4693219.000000 Penalty: 5221.293945
	Iteration 122Q: 3 clusters Score -4693219 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 35768 members 
Entering Unmasked Estep 
Score: -4693219.000000 Penalty: 5221.293945
	Iteration 123F: 3 clusters Score -4693219 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (37105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37105 members 
Entering Unmasked Estep 
Score: -4726322.500000 Penalty: 2609.333740
	Iteration 0F: 2 clusters Score -4726322 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18542 members 
Mstep: Class 2 contains 18563 members 
Entering Unmasked Estep 
Score: -4700939.500000 Penalty: 5218.667480
	Iteration 0F: 3 clusters Score -4700940 nChanged 17042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18966 members 
Mstep: Class 2 contains 18139 members 
Entering Unmasked Estep 
Score: -4710476.000000 Penalty: 5218.667480
	Iteration 1F: 3 clusters Score -4710476 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19195 members 
Mstep: Class 2 contains 17910 members 
Entering Unmasked Estep 
Score: -4711043.000000 Penalty: 5218.667480
	Iteration 2Q: 3 clusters Score -4711043 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19480 members 
Mstep: Class 2 contains 17625 members 
Entering Unmasked Estep 
Score: -4711628.500000 Penalty: 5218.667480
	Iteration 3Q: 3 clusters Score -4711628 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19891 members 
Mstep: Class 2 contains 17214 members 
Entering Unmasked Estep 
Score: -4712273.500000 Penalty: 5218.667480
	Iteration 4Q: 3 clusters Score -4712274 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20461 members 
Mstep: Class 2 contains 16644 members 
Entering Unmasked Estep 
Score: -4713068.500000 Penalty: 5218.667480
	Iteration 5Q: 3 clusters Score -4713068 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21284 members 
Mstep: Class 2 contains 15821 members 
Entering Unmasked Estep 
Score: -4714148.500000 Penalty: 5218.667480
	Iteration 6F: 3 clusters Score -4714148 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22320 members 
Mstep: Class 2 contains 14785 members 
Entering Unmasked Estep 
Score: -4715383.500000 Penalty: 5218.667480
	Iteration 7F: 3 clusters Score -4715384 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23401 members 
Mstep: Class 2 contains 13704 members 
Entering Unmasked Estep 
Score: -4716659.500000 Penalty: 5218.667480
	Iteration 8F: 3 clusters Score -4716660 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24562 members 
Mstep: Class 2 contains 12543 members 
Entering Unmasked Estep 
Score: -4718049.000000 Penalty: 5218.667480
	Iteration 9F: 3 clusters Score -4718049 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25737 members 
Mstep: Class 2 contains 11368 members 
Entering Unmasked Estep 
Score: -4719541.500000 Penalty: 5218.667480
	Iteration 10Q: 3 clusters Score -4719542 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26820 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -4720937.500000 Penalty: 5218.667480
	Iteration 11Q: 3 clusters Score -4720938 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27727 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -4722022.000000 Penalty: 5218.667480
	Iteration 12Q: 3 clusters Score -4722022 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28421 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
Score: -4722719.500000 Penalty: 5218.667480
	Iteration 13Q: 3 clusters Score -4722720 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28993 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -4723104.500000 Penalty: 5218.667480
	Iteration 14Q: 3 clusters Score -4723104 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29496 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -4723375.500000 Penalty: 5218.667480
	Iteration 15Q: 3 clusters Score -4723376 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29956 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -4723617.000000 Penalty: 5218.667480
	Iteration 16Q: 3 clusters Score -4723617 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30380 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -4723865.000000 Penalty: 5218.667480
	Iteration 17Q: 3 clusters Score -4723865 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30736 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -4724098.500000 Penalty: 5218.667480
	Iteration 18Q: 3 clusters Score -4724098 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31063 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -4724302.000000 Penalty: 5218.667480
	Iteration 19Q: 3 clusters Score -4724302 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31362 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -4724452.500000 Penalty: 5218.667480
	Iteration 20F: 3 clusters Score -4724452 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31592 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -4724558.500000 Penalty: 5218.667480
	Iteration 21Q: 3 clusters Score -4724558 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31814 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -4724644.000000 Penalty: 5218.667480
	Iteration 22Q: 3 clusters Score -4724644 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32004 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -4724728.500000 Penalty: 5218.667480
	Iteration 23Q: 3 clusters Score -4724728 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32182 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -4724818.000000 Penalty: 5218.667480
	Iteration 24Q: 3 clusters Score -4724818 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32336 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -4724874.500000 Penalty: 5218.667480
	Iteration 25Q: 3 clusters Score -4724874 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32491 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -4724955.000000 Penalty: 5218.667480
	Iteration 26Q: 3 clusters Score -4724955 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32617 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -4725001.000000 Penalty: 5218.667480
	Iteration 27Q: 3 clusters Score -4725001 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32733 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -4725036.000000 Penalty: 5218.667480
	Iteration 28Q: 3 clusters Score -4725036 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32846 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -4725085.500000 Penalty: 5218.667480
	Iteration 29Q: 3 clusters Score -4725086 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32967 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -4725153.500000 Penalty: 5218.667480
	Iteration 30Q: 3 clusters Score -4725154 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33069 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -4725207.500000 Penalty: 5218.667480
	Iteration 31Q: 3 clusters Score -4725208 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33159 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -4725243.000000 Penalty: 5218.667480
	Iteration 32Q: 3 clusters Score -4725243 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33257 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -4725297.000000 Penalty: 5218.667480
	Iteration 33Q: 3 clusters Score -4725297 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33353 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -4725337.000000 Penalty: 5218.667480
	Iteration 34Q: 3 clusters Score -4725337 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33440 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -4725372.000000 Penalty: 5218.667480
	Iteration 35Q: 3 clusters Score -4725372 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33524 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -4725405.000000 Penalty: 5218.667480
	Iteration 36Q: 3 clusters Score -4725405 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33589 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -4725422.500000 Penalty: 5218.667480
	Iteration 37Q: 3 clusters Score -4725422 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33654 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -4725442.000000 Penalty: 5218.667480
	Iteration 38Q: 3 clusters Score -4725442 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33708 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -4725453.000000 Penalty: 5218.667480
	Iteration 39Q: 3 clusters Score -4725453 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33761 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -4725482.500000 Penalty: 5218.667480
	Iteration 40F: 3 clusters Score -4725482 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33796 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -4725495.500000 Penalty: 5218.667480
	Iteration 41Q: 3 clusters Score -4725496 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33845 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -4725532.000000 Penalty: 5218.667480
	Iteration 42Q: 3 clusters Score -4725532 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33875 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -4725544.000000 Penalty: 5218.667480
	Iteration 43Q: 3 clusters Score -4725544 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33898 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -4725551.000000 Penalty: 5218.667480
	Iteration 44Q: 3 clusters Score -4725551 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33922 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -4725568.500000 Penalty: 5218.667480
	Iteration 45Q: 3 clusters Score -4725568 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33942 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -4725568.500000 Penalty: 5218.667480
	Iteration 46Q: 3 clusters Score -4725568 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33962 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -4725569.500000 Penalty: 5218.667480
	Iteration 47Q: 3 clusters Score -4725570 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33980 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -4725580.000000 Penalty: 5218.667480
	Iteration 48Q: 3 clusters Score -4725580 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33990 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -4725585.500000 Penalty: 5218.667480
	Iteration 49Q: 3 clusters Score -4725586 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34004 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -4725592.500000 Penalty: 5218.667480
	Iteration 50Q: 3 clusters Score -4725592 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34016 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -4725596.000000 Penalty: 5218.667480
	Iteration 51Q: 3 clusters Score -4725596 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34028 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -4725609.000000 Penalty: 5218.667480
	Iteration 52Q: 3 clusters Score -4725609 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34038 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -4725608.500000 Penalty: 5218.667480
	Iteration 53Q: 3 clusters Score -4725608 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34051 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -4725618.500000 Penalty: 5218.667480
	Iteration 54Q: 3 clusters Score -4725618 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34063 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -4725622.000000 Penalty: 5218.667480
	Iteration 55Q: 3 clusters Score -4725622 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34072 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -4725625.000000 Penalty: 5218.667480
	Iteration 56Q: 3 clusters Score -4725625 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34079 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -4725622.500000 Penalty: 5218.667480
	Iteration 57Q: 3 clusters Score -4725622 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34085 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -4725617.500000 Penalty: 5218.667480
	Iteration 58Q: 3 clusters Score -4725618 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34091 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -4725624.500000 Penalty: 5218.667480
	Iteration 59Q: 3 clusters Score -4725624 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34092 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -4725626.500000 Penalty: 5218.667480
	Iteration 60F: 3 clusters Score -4725626 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34095 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -4725623.000000 Penalty: 5218.667480
	Iteration 61Q: 3 clusters Score -4725623 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34100 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -4725622.000000 Penalty: 5218.667480
	Iteration 62Q: 3 clusters Score -4725622 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34105 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -4725625.500000 Penalty: 5218.667480
	Iteration 63Q: 3 clusters Score -4725626 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34110 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -4725631.500000 Penalty: 5218.667480
	Iteration 64Q: 3 clusters Score -4725632 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34117 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -4725623.500000 Penalty: 5218.667480
	Iteration 65Q: 3 clusters Score -4725624 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34124 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -4725632.000000 Penalty: 5218.667480
	Iteration 66Q: 3 clusters Score -4725632 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34130 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -4725623.000000 Penalty: 5218.667480
	Iteration 67Q: 3 clusters Score -4725623 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34133 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -4725622.000000 Penalty: 5218.667480
	Iteration 68Q: 3 clusters Score -4725622 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34138 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -4725627.500000 Penalty: 5218.667480
	Iteration 69Q: 3 clusters Score -4725628 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34144 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -4725636.000000 Penalty: 5218.667480
	Iteration 70Q: 3 clusters Score -4725636 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34149 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -4725635.000000 Penalty: 5218.667480
	Iteration 71Q: 3 clusters Score -4725635 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34151 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -4725639.500000 Penalty: 5218.667480
	Iteration 72Q: 3 clusters Score -4725640 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34152 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -4725640.000000 Penalty: 5218.667480
	Iteration 73Q: 3 clusters Score -4725640 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34153 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -4725639.500000 Penalty: 5218.667480
	Iteration 74Q: 3 clusters Score -4725640 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34154 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -4725641.000000 Penalty: 5218.667480
	Iteration 75Q: 3 clusters Score -4725641 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34156 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -4725639.500000 Penalty: 5218.667480
	Iteration 76Q: 3 clusters Score -4725640 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34156 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -4725639.500000 Penalty: 5218.667480
	Iteration 77F: 3 clusters Score -4725640 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (7235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Entering Unmasked Estep 
Score: -829018.312500 Penalty: 2203.897949
	Iteration 0F: 2 clusters Score -829018.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -823093.562500 Penalty: 4407.795898
	Iteration 0F: 3 clusters Score -823093.6 nChanged 2910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -824744.937500 Penalty: 4407.795898
	Iteration 1F: 3 clusters Score -824744.9 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -825093.500000 Penalty: 4407.795898
	Iteration 2F: 3 clusters Score -825093.5 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -825387.687500 Penalty: 4407.795898
	Iteration 3F: 3 clusters Score -825387.7 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -825657.062500 Penalty: 4407.795898
	Iteration 4F: 3 clusters Score -825657.1 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -825928.312500 Penalty: 4407.795898
	Iteration 5Q: 3 clusters Score -825928.3 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -826208.812500 Penalty: 4407.795898
	Iteration 6Q: 3 clusters Score -826208.8 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -826514.437500 Penalty: 4407.795898
	Iteration 7Q: 3 clusters Score -826514.4 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -826776.312500 Penalty: 4407.795898
	Iteration 8Q: 3 clusters Score -826776.3 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -827063.937500 Penalty: 4407.795898
	Iteration 9Q: 3 clusters Score -827063.9 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -827296.062500 Penalty: 4407.795898
	Iteration 10Q: 3 clusters Score -827296.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -827428.625000 Penalty: 4407.795898
	Iteration 11Q: 3 clusters Score -827428.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -827540.562500 Penalty: 4407.795898
	Iteration 12Q: 3 clusters Score -827540.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -827628.000000 Penalty: 4407.795898
	Iteration 13Q: 3 clusters Score -827628 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -827701.875000 Penalty: 4407.795898
	Iteration 14Q: 3 clusters Score -827701.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -827778.500000 Penalty: 4407.795898
	Iteration 15Q: 3 clusters Score -827778.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -827846.187500 Penalty: 4407.795898
	Iteration 16Q: 3 clusters Score -827846.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -827899.812500 Penalty: 4407.795898
	Iteration 17Q: 3 clusters Score -827899.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -827943.375000 Penalty: 4407.795898
	Iteration 18Q: 3 clusters Score -827943.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -827991.437500 Penalty: 4407.795898
	Iteration 19Q: 3 clusters Score -827991.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -828040.000000 Penalty: 4407.795898
	Iteration 20F: 3 clusters Score -828040 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -828084.437500 Penalty: 4407.795898
	Iteration 21Q: 3 clusters Score -828084.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -828111.437500 Penalty: 4407.795898
	Iteration 22Q: 3 clusters Score -828111.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -828129.500000 Penalty: 4407.795898
	Iteration 23Q: 3 clusters Score -828129.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -828143.812500 Penalty: 4407.795898
	Iteration 24Q: 3 clusters Score -828143.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -828161.062500 Penalty: 4407.795898
	Iteration 25Q: 3 clusters Score -828161.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -828171.125000 Penalty: 4407.795898
	Iteration 26Q: 3 clusters Score -828171.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -828177.062500 Penalty: 4407.795898
	Iteration 27Q: 3 clusters Score -828177.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -828182.187500 Penalty: 4407.795898
	Iteration 28Q: 3 clusters Score -828182.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -828183.625000 Penalty: 4407.795898
	Iteration 29Q: 3 clusters Score -828183.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -828182.812500 Penalty: 4407.795898
	Iteration 30Q: 3 clusters Score -828182.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -828184.187500 Penalty: 4407.795898
	Iteration 31Q: 3 clusters Score -828184.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -828184.500000 Penalty: 4407.795898
	Iteration 32Q: 3 clusters Score -828184.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -828187.437500 Penalty: 4407.795898
	Iteration 33Q: 3 clusters Score -828187.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -828186.750000 Penalty: 4407.795898
	Iteration 34Q: 3 clusters Score -828186.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -828190.187500 Penalty: 4407.795898
	Iteration 35Q: 3 clusters Score -828190.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -828190.562500 Penalty: 4407.795898
	Iteration 36Q: 3 clusters Score -828190.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -828192.250000 Penalty: 4407.795898
	Iteration 37Q: 3 clusters Score -828192.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -828193.000000 Penalty: 4407.795898
	Iteration 38Q: 3 clusters Score -828193 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -828197.187500 Penalty: 4407.795898
	Iteration 39Q: 3 clusters Score -828197.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -828195.437500 Penalty: 4407.795898
	Iteration 40F: 3 clusters Score -828195.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -828198.437500 Penalty: 4407.795898
	Iteration 41Q: 3 clusters Score -828198.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -828200.812500 Penalty: 4407.795898
	Iteration 42Q: 3 clusters Score -828200.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -828202.875000 Penalty: 4407.795898
	Iteration 43Q: 3 clusters Score -828202.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -828203.687500 Penalty: 4407.795898
	Iteration 44Q: 3 clusters Score -828203.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -828203.687500 Penalty: 4407.795898
	Iteration 45F: 3 clusters Score -828203.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (25854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25854 members 
Entering Unmasked Estep 
Score: -3298736.500000 Penalty: 2519.734619
	Iteration 0F: 2 clusters Score -3298736 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12988 members 
Mstep: Class 2 contains 12866 members 
Entering Unmasked Estep 
Score: -3280889.500000 Penalty: 5039.469238
	Iteration 0F: 3 clusters Score -3280890 nChanged 11555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13589 members 
Mstep: Class 2 contains 12265 members 
Entering Unmasked Estep 
Score: -3287369.250000 Penalty: 5039.469238
	Iteration 1F: 3 clusters Score -3287369 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13860 members 
Mstep: Class 2 contains 11994 members 
Entering Unmasked Estep 
Score: -3287989.000000 Penalty: 5039.469238
	Iteration 2F: 3 clusters Score -3287989 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14217 members 
Mstep: Class 2 contains 11637 members 
Entering Unmasked Estep 
Score: -3288694.750000 Penalty: 5039.469238
	Iteration 3F: 3 clusters Score -3288695 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14705 members 
Mstep: Class 2 contains 11149 members 
Entering Unmasked Estep 
Score: -3289601.000000 Penalty: 5039.469238
	Iteration 4F: 3 clusters Score -3289601 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15244 members 
Mstep: Class 2 contains 10610 members 
Entering Unmasked Estep 
Score: -3290609.000000 Penalty: 5039.469238
	Iteration 5F: 3 clusters Score -3290609 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15805 members 
Mstep: Class 2 contains 10049 members 
Entering Unmasked Estep 
Score: -3291743.250000 Penalty: 5039.469238
	Iteration 6F: 3 clusters Score -3291743 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16402 members 
Mstep: Class 2 contains 9452 members 
Entering Unmasked Estep 
Score: -3292775.250000 Penalty: 5039.469238
	Iteration 7F: 3 clusters Score -3292775 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16965 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -3293539.250000 Penalty: 5039.469238
	Iteration 8F: 3 clusters Score -3293539 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17435 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -3293991.000000 Penalty: 5039.469238
	Iteration 9Q: 3 clusters Score -3293991 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17911 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -3294327.750000 Penalty: 5039.469238
	Iteration 10Q: 3 clusters Score -3294328 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18372 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -3294572.250000 Penalty: 5039.469238
	Iteration 11Q: 3 clusters Score -3294572 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18852 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -3294782.750000 Penalty: 5039.469238
	Iteration 12Q: 3 clusters Score -3294783 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19329 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -3294975.500000 Penalty: 5039.469238
	Iteration 13Q: 3 clusters Score -3294976 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19811 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -3295177.750000 Penalty: 5039.469238
	Iteration 14Q: 3 clusters Score -3295178 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20297 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -3295369.000000 Penalty: 5039.469238
	Iteration 15Q: 3 clusters Score -3295369 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20794 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -3295584.000000 Penalty: 5039.469238
	Iteration 16Q: 3 clusters Score -3295584 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21301 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -3295818.500000 Penalty: 5039.469238
	Iteration 17Q: 3 clusters Score -3295818 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21778 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -3296017.750000 Penalty: 5039.469238
	Iteration 18Q: 3 clusters Score -3296018 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22223 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -3296217.250000 Penalty: 5039.469238
	Iteration 19Q: 3 clusters Score -3296217 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22637 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -3296426.750000 Penalty: 5039.469238
	Iteration 20F: 3 clusters Score -3296427 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23020 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -3296580.250000 Penalty: 5039.469238
	Iteration 21Q: 3 clusters Score -3296580 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23350 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -3296720.500000 Penalty: 5039.469238
	Iteration 22Q: 3 clusters Score -3296720 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23638 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -3296851.500000 Penalty: 5039.469238
	Iteration 23Q: 3 clusters Score -3296852 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23893 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -3296977.250000 Penalty: 5039.469238
	Iteration 24Q: 3 clusters Score -3296977 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24114 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -3297085.750000 Penalty: 5039.469238
	Iteration 25Q: 3 clusters Score -3297086 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24280 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -3297164.250000 Penalty: 5039.469238
	Iteration 26Q: 3 clusters Score -3297164 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24427 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -3297234.500000 Penalty: 5039.469238
	Iteration 27Q: 3 clusters Score -3297234 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24568 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -3297305.000000 Penalty: 5039.469238
	Iteration 28Q: 3 clusters Score -3297305 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24674 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -3297352.000000 Penalty: 5039.469238
	Iteration 29Q: 3 clusters Score -3297352 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24748 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -3297384.500000 Penalty: 5039.469238
	Iteration 30Q: 3 clusters Score -3297384 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24805 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -3297409.500000 Penalty: 5039.469238
	Iteration 31Q: 3 clusters Score -3297410 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24855 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -3297435.500000 Penalty: 5039.469238
	Iteration 32Q: 3 clusters Score -3297436 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24878 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -3297446.250000 Penalty: 5039.469238
	Iteration 33Q: 3 clusters Score -3297446 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24899 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -3297456.500000 Penalty: 5039.469238
	Iteration 34Q: 3 clusters Score -3297456 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24919 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -3297469.750000 Penalty: 5039.469238
	Iteration 35Q: 3 clusters Score -3297470 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24931 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -3297470.500000 Penalty: 5039.469238
	Iteration 36Q: 3 clusters Score -3297470 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24940 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -3297475.000000 Penalty: 5039.469238
	Iteration 37Q: 3 clusters Score -3297475 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24943 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -3297473.250000 Penalty: 5039.469238
	Iteration 38Q: 3 clusters Score -3297473 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24947 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -3297473.750000 Penalty: 5039.469238
	Iteration 39Q: 3 clusters Score -3297474 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24950 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -3297479.500000 Penalty: 5039.469238
	Iteration 40F: 3 clusters Score -3297480 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24951 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -3297479.750000 Penalty: 5039.469238
	Iteration 41Q: 3 clusters Score -3297480 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24954 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -3297480.250000 Penalty: 5039.469238
	Iteration 42Q: 3 clusters Score -3297480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24956 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -3297483.250000 Penalty: 5039.469238
	Iteration 43Q: 3 clusters Score -3297483 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24957 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -3297481.750000 Penalty: 5039.469238
	Iteration 44Q: 3 clusters Score -3297482 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24962 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -3297482.000000 Penalty: 5039.469238
	Iteration 45Q: 3 clusters Score -3297482 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24965 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -3297478.500000 Penalty: 5039.469238
	Iteration 46Q: 3 clusters Score -3297478 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24971 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -3297490.000000 Penalty: 5039.469238
	Iteration 47Q: 3 clusters Score -3297490 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24976 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -3297485.500000 Penalty: 5039.469238
	Iteration 48Q: 3 clusters Score -3297486 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24980 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -3297488.750000 Penalty: 5039.469238
	Iteration 49Q: 3 clusters Score -3297489 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24985 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -3297494.250000 Penalty: 5039.469238
	Iteration 50Q: 3 clusters Score -3297494 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24987 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -3297499.750000 Penalty: 5039.469238
	Iteration 51Q: 3 clusters Score -3297500 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24993 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -3297504.750000 Penalty: 5039.469238
	Iteration 52Q: 3 clusters Score -3297505 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25000 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -3297502.500000 Penalty: 5039.469238
	Iteration 53Q: 3 clusters Score -3297502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25002 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -3297501.750000 Penalty: 5039.469238
	Iteration 54Q: 3 clusters Score -3297502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25004 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -3297506.250000 Penalty: 5039.469238
	Iteration 55Q: 3 clusters Score -3297506 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25005 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -3297507.500000 Penalty: 5039.469238
	Iteration 56Q: 3 clusters Score -3297508 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25005 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -3297507.500000 Penalty: 5039.469238
	Iteration 57F: 3 clusters Score -3297508 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (8193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Entering Unmasked Estep 
Score: -1023747.500000 Penalty: 2234.736572
	Iteration 0F: 2 clusters Score -1023748 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 4044 members 
Entering Unmasked Estep 
Score: -1017246.875000 Penalty: 4469.473145
	Iteration 0F: 3 clusters Score -1017247 nChanged 3250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -1019016.625000 Penalty: 4469.473145
	Iteration 1F: 3 clusters Score -1019017 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -1019372.875000 Penalty: 4469.473145
	Iteration 2F: 3 clusters Score -1019373 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -1019642.000000 Penalty: 4469.473145
	Iteration 3F: 3 clusters Score -1019642 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -1019892.750000 Penalty: 4469.473145
	Iteration 4F: 3 clusters Score -1019893 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -1020112.750000 Penalty: 4469.473145
	Iteration 5Q: 3 clusters Score -1020113 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -1020290.812500 Penalty: 4469.473145
	Iteration 6Q: 3 clusters Score -1020291 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -1020453.187500 Penalty: 4469.473145
	Iteration 7Q: 3 clusters Score -1020453 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -1020580.500000 Penalty: 4469.473145
	Iteration 8Q: 3 clusters Score -1020580 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -1020682.937500 Penalty: 4469.473145
	Iteration 9Q: 3 clusters Score -1020683 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -1020766.937500 Penalty: 4469.473145
	Iteration 10Q: 3 clusters Score -1020767 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -1020839.125000 Penalty: 4469.473145
	Iteration 11Q: 3 clusters Score -1020839 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -1020919.125000 Penalty: 4469.473145
	Iteration 12Q: 3 clusters Score -1020919 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -1021015.937500 Penalty: 4469.473145
	Iteration 13Q: 3 clusters Score -1021016 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -1021113.437500 Penalty: 4469.473145
	Iteration 14Q: 3 clusters Score -1021113 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -1021202.812500 Penalty: 4469.473145
	Iteration 15Q: 3 clusters Score -1021203 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -1021289.812500 Penalty: 4469.473145
	Iteration 16Q: 3 clusters Score -1021290 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -1021363.937500 Penalty: 4469.473145
	Iteration 17Q: 3 clusters Score -1021364 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -1021424.625000 Penalty: 4469.473145
	Iteration 18Q: 3 clusters Score -1021425 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -1021471.375000 Penalty: 4469.473145
	Iteration 19Q: 3 clusters Score -1021471 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -1021526.625000 Penalty: 4469.473145
	Iteration 20F: 3 clusters Score -1021527 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -1021582.375000 Penalty: 4469.473145
	Iteration 21Q: 3 clusters Score -1021582 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -1021655.625000 Penalty: 4469.473145
	Iteration 22Q: 3 clusters Score -1021656 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -1021739.062500 Penalty: 4469.473145
	Iteration 23Q: 3 clusters Score -1021739 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -1021844.875000 Penalty: 4469.473145
	Iteration 24Q: 3 clusters Score -1021845 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -1021975.875000 Penalty: 4469.473145
	Iteration 25Q: 3 clusters Score -1021976 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -1022114.625000 Penalty: 4469.473145
	Iteration 26Q: 3 clusters Score -1022115 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -1022232.437500 Penalty: 4469.473145
	Iteration 27Q: 3 clusters Score -1022232 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -1022294.750000 Penalty: 4469.473145
	Iteration 28Q: 3 clusters Score -1022295 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -1022336.375000 Penalty: 4469.473145
	Iteration 29Q: 3 clusters Score -1022336 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -1022362.125000 Penalty: 4469.473145
	Iteration 30Q: 3 clusters Score -1022362 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -1022384.500000 Penalty: 4469.473145
	Iteration 31Q: 3 clusters Score -1022384 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -1022397.000000 Penalty: 4469.473145
	Iteration 32Q: 3 clusters Score -1022397 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -1022412.937500 Penalty: 4469.473145
	Iteration 33Q: 3 clusters Score -1022413 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -1022421.250000 Penalty: 4469.473145
	Iteration 34Q: 3 clusters Score -1022421 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -1022430.687500 Penalty: 4469.473145
	Iteration 35Q: 3 clusters Score -1022431 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -1022436.187500 Penalty: 4469.473145
	Iteration 36Q: 3 clusters Score -1022436 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -1022439.750000 Penalty: 4469.473145
	Iteration 37Q: 3 clusters Score -1022440 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -1022440.625000 Penalty: 4469.473145
	Iteration 38Q: 3 clusters Score -1022441 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -1022444.062500 Penalty: 4469.473145
	Iteration 39Q: 3 clusters Score -1022444 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -1022447.250000 Penalty: 4469.473145
	Iteration 40F: 3 clusters Score -1022447 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -1022449.437500 Penalty: 4469.473145
	Iteration 41Q: 3 clusters Score -1022449 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -1022452.750000 Penalty: 4469.473145
	Iteration 42Q: 3 clusters Score -1022453 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -1022454.250000 Penalty: 4469.473145
	Iteration 43Q: 3 clusters Score -1022454 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -1022455.000000 Penalty: 4469.473145
	Iteration 44Q: 3 clusters Score -1022455 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -1022456.500000 Penalty: 4469.473145
	Iteration 45Q: 3 clusters Score -1022456 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -1022457.000000 Penalty: 4469.473145
	Iteration 46Q: 3 clusters Score -1022457 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -1022458.625000 Penalty: 4469.473145
	Iteration 47Q: 3 clusters Score -1022459 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -1022459.875000 Penalty: 4469.473145
	Iteration 48Q: 3 clusters Score -1022460 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -1022464.375000 Penalty: 4469.473145
	Iteration 49Q: 3 clusters Score -1022464 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -1022464.937500 Penalty: 4469.473145
	Iteration 50Q: 3 clusters Score -1022465 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -1022467.812500 Penalty: 4469.473145
	Iteration 51Q: 3 clusters Score -1022468 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -1022471.125000 Penalty: 4469.473145
	Iteration 52Q: 3 clusters Score -1022471 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -1022472.187500 Penalty: 4469.473145
	Iteration 53Q: 3 clusters Score -1022472 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -1022475.937500 Penalty: 4469.473145
	Iteration 54Q: 3 clusters Score -1022476 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -1022479.250000 Penalty: 4469.473145
	Iteration 55Q: 3 clusters Score -1022479 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -1022482.375000 Penalty: 4469.473145
	Iteration 56Q: 3 clusters Score -1022482 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -1022485.375000 Penalty: 4469.473145
	Iteration 57Q: 3 clusters Score -1022485 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -1022492.187500 Penalty: 4469.473145
	Iteration 58Q: 3 clusters Score -1022492 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -1022490.875000 Penalty: 4469.473145
	Iteration 59Q: 3 clusters Score -1022491 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -1022493.125000 Penalty: 4469.473145
	Iteration 60F: 3 clusters Score -1022493 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -1022499.125000 Penalty: 4469.473145
	Iteration 61Q: 3 clusters Score -1022499 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -1022502.437500 Penalty: 4469.473145
	Iteration 62Q: 3 clusters Score -1022502 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -1022506.437500 Penalty: 4469.473145
	Iteration 63Q: 3 clusters Score -1022506 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -1022512.562500 Penalty: 4469.473145
	Iteration 64Q: 3 clusters Score -1022513 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -1022521.625000 Penalty: 4469.473145
	Iteration 65Q: 3 clusters Score -1022522 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -1022532.937500 Penalty: 4469.473145
	Iteration 66Q: 3 clusters Score -1022533 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -1022559.000000 Penalty: 4469.473145
	Iteration 67Q: 3 clusters Score -1022559 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -1022594.312500 Penalty: 4469.473145
	Iteration 68Q: 3 clusters Score -1022594 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -1022643.500000 Penalty: 4469.473145
	Iteration 69Q: 3 clusters Score -1022644 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -1022707.625000 Penalty: 4469.473145
	Iteration 70Q: 3 clusters Score -1022708 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -1022743.125000 Penalty: 4469.473145
	Iteration 71Q: 3 clusters Score -1022743 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -1022768.812500 Penalty: 4469.473145
	Iteration 72Q: 3 clusters Score -1022769 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -1022781.687500 Penalty: 4469.473145
	Iteration 73Q: 3 clusters Score -1022782 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -1022791.687500 Penalty: 4469.473145
	Iteration 74Q: 3 clusters Score -1022792 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -1022797.187500 Penalty: 4469.473145
	Iteration 75Q: 3 clusters Score -1022797 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -1022799.500000 Penalty: 4469.473145
	Iteration 76Q: 3 clusters Score -1022800 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -1022799.937500 Penalty: 4469.473145
	Iteration 77Q: 3 clusters Score -1022800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -1022800.062500 Penalty: 4469.473145
	Iteration 78Q: 3 clusters Score -1022800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -1022800.750000 Penalty: 4469.473145
	Iteration 79Q: 3 clusters Score -1022801 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -1022801.062500 Penalty: 4469.473145
	Iteration 80F: 3 clusters Score -1022801 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -1022802.312500 Penalty: 4469.473145
	Iteration 81Q: 3 clusters Score -1022802 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -1022803.312500 Penalty: 4469.473145
	Iteration 82Q: 3 clusters Score -1022803 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -1022803.312500 Penalty: 4469.473145
	Iteration 83F: 3 clusters Score -1022803 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (25379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25379 members 
Entering Unmasked Estep 
Score: -2991958.500000 Penalty: 2515.135986
	Iteration 0F: 2 clusters Score -2991958 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12762 members 
Mstep: Class 2 contains 12617 members 
Entering Unmasked Estep 
Score: -2974418.500000 Penalty: 5030.271973
	Iteration 0F: 3 clusters Score -2974418 nChanged 11321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13157 members 
Mstep: Class 2 contains 12222 members 
Entering Unmasked Estep 
Score: -2980636.000000 Penalty: 5030.271973
	Iteration 1F: 3 clusters Score -2980636 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13344 members 
Mstep: Class 2 contains 12035 members 
Entering Unmasked Estep 
Score: -2981177.000000 Penalty: 5030.271973
	Iteration 2F: 3 clusters Score -2981177 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13590 members 
Mstep: Class 2 contains 11789 members 
Entering Unmasked Estep 
Score: -2981681.250000 Penalty: 5030.271973
	Iteration 3Q: 3 clusters Score -2981681 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13905 members 
Mstep: Class 2 contains 11474 members 
Entering Unmasked Estep 
Score: -2982258.500000 Penalty: 5030.271973
	Iteration 4Q: 3 clusters Score -2982258 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14327 members 
Mstep: Class 2 contains 11052 members 
Entering Unmasked Estep 
Score: -2982918.750000 Penalty: 5030.271973
	Iteration 5Q: 3 clusters Score -2982919 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14912 members 
Mstep: Class 2 contains 10467 members 
Entering Unmasked Estep 
Score: -2983679.750000 Penalty: 5030.271973
	Iteration 6F: 3 clusters Score -2983680 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15719 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -2984619.250000 Penalty: 5030.271973
	Iteration 7F: 3 clusters Score -2984619 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16690 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -2985627.750000 Penalty: 5030.271973
	Iteration 8F: 3 clusters Score -2985628 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17714 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -2986589.250000 Penalty: 5030.271973
	Iteration 9F: 3 clusters Score -2986589 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18783 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -2987499.250000 Penalty: 5030.271973
	Iteration 10F: 3 clusters Score -2987499 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19828 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -2988331.000000 Penalty: 5030.271973
	Iteration 11Q: 3 clusters Score -2988331 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20681 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -2988945.250000 Penalty: 5030.271973
	Iteration 12Q: 3 clusters Score -2988945 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21366 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -2989426.250000 Penalty: 5030.271973
	Iteration 13Q: 3 clusters Score -2989426 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21872 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -2989832.500000 Penalty: 5030.271973
	Iteration 14Q: 3 clusters Score -2989832 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22261 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -2990142.500000 Penalty: 5030.271973
	Iteration 15Q: 3 clusters Score -2990142 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22543 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -2990428.500000 Penalty: 5030.271973
	Iteration 16Q: 3 clusters Score -2990428 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22759 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -2990672.250000 Penalty: 5030.271973
	Iteration 17Q: 3 clusters Score -2990672 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22921 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -2990916.250000 Penalty: 5030.271973
	Iteration 18Q: 3 clusters Score -2990916 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23034 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -2991104.000000 Penalty: 5030.271973
	Iteration 19Q: 3 clusters Score -2991104 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23084 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -2991191.750000 Penalty: 5030.271973
	Iteration 20F: 3 clusters Score -2991192 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23124 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -2991229.750000 Penalty: 5030.271973
	Iteration 21Q: 3 clusters Score -2991230 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23138 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -2991250.000000 Penalty: 5030.271973
	Iteration 22Q: 3 clusters Score -2991250 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23125 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -2991278.750000 Penalty: 5030.271973
	Iteration 23Q: 3 clusters Score -2991279 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23114 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -2991291.750000 Penalty: 5030.271973
	Iteration 24Q: 3 clusters Score -2991292 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23115 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -2991298.750000 Penalty: 5030.271973
	Iteration 25Q: 3 clusters Score -2991299 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23114 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -2991312.500000 Penalty: 5030.271973
	Iteration 26Q: 3 clusters Score -2991312 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23116 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -2991308.250000 Penalty: 5030.271973
	Iteration 27Q: 3 clusters Score -2991308 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23116 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -2991321.750000 Penalty: 5030.271973
	Iteration 28Q: 3 clusters Score -2991322 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23121 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -2991326.500000 Penalty: 5030.271973
	Iteration 29Q: 3 clusters Score -2991326 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23125 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -2991329.250000 Penalty: 5030.271973
	Iteration 30Q: 3 clusters Score -2991329 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23124 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -2991340.500000 Penalty: 5030.271973
	Iteration 31Q: 3 clusters Score -2991340 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23122 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -2991339.000000 Penalty: 5030.271973
	Iteration 32Q: 3 clusters Score -2991339 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23119 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -2991347.000000 Penalty: 5030.271973
	Iteration 33Q: 3 clusters Score -2991347 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23117 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -2991356.500000 Penalty: 5030.271973
	Iteration 34Q: 3 clusters Score -2991356 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23108 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -2991353.250000 Penalty: 5030.271973
	Iteration 35Q: 3 clusters Score -2991353 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23101 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -2991361.500000 Penalty: 5030.271973
	Iteration 36Q: 3 clusters Score -2991362 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23099 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -2991368.250000 Penalty: 5030.271973
	Iteration 37Q: 3 clusters Score -2991368 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23092 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -2991371.000000 Penalty: 5030.271973
	Iteration 38Q: 3 clusters Score -2991371 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23090 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -2991377.750000 Penalty: 5030.271973
	Iteration 39Q: 3 clusters Score -2991378 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23085 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -2991380.500000 Penalty: 5030.271973
	Iteration 40F: 3 clusters Score -2991380 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23079 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -2991385.250000 Penalty: 5030.271973
	Iteration 41Q: 3 clusters Score -2991385 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23081 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -2991386.250000 Penalty: 5030.271973
	Iteration 42Q: 3 clusters Score -2991386 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23088 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -2991387.000000 Penalty: 5030.271973
	Iteration 43Q: 3 clusters Score -2991387 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23087 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -2991381.250000 Penalty: 5030.271973
	Iteration 44Q: 3 clusters Score -2991381 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23090 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -2991385.250000 Penalty: 5030.271973
	Iteration 45Q: 3 clusters Score -2991385 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23092 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -2991390.000000 Penalty: 5030.271973
	Iteration 46Q: 3 clusters Score -2991390 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23091 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -2991388.500000 Penalty: 5030.271973
	Iteration 47Q: 3 clusters Score -2991388 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23093 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -2991388.750000 Penalty: 5030.271973
	Iteration 48Q: 3 clusters Score -2991389 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23095 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -2991394.250000 Penalty: 5030.271973
	Iteration 49Q: 3 clusters Score -2991394 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23096 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -2991394.750000 Penalty: 5030.271973
	Iteration 50Q: 3 clusters Score -2991395 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23096 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -2991392.750000 Penalty: 5030.271973
	Iteration 51Q: 3 clusters Score -2991393 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23095 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -2991391.250000 Penalty: 5030.271973
	Iteration 52Q: 3 clusters Score -2991391 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23094 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -2991394.250000 Penalty: 5030.271973
	Iteration 53Q: 3 clusters Score -2991394 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23093 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -2991397.000000 Penalty: 5030.271973
	Iteration 54Q: 3 clusters Score -2991397 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23091 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -2991401.250000 Penalty: 5030.271973
	Iteration 55Q: 3 clusters Score -2991401 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23091 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -2991401.250000 Penalty: 5030.271973
	Iteration 56F: 3 clusters Score -2991401 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (6886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Entering Unmasked Estep 
Score: -889234.937500 Penalty: 2191.636963
	Iteration 0F: 2 clusters Score -889234.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -883534.937500 Penalty: 4383.273926
	Iteration 0F: 3 clusters Score -883534.9 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -884985.062500 Penalty: 4383.273926
	Iteration 1F: 3 clusters Score -884985.1 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -885231.312500 Penalty: 4383.273926
	Iteration 2F: 3 clusters Score -885231.3 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -885428.562500 Penalty: 4383.273926
	Iteration 3F: 3 clusters Score -885428.6 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -885588.750000 Penalty: 4383.273926
	Iteration 4Q: 3 clusters Score -885588.8 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -885744.375000 Penalty: 4383.273926
	Iteration 5Q: 3 clusters Score -885744.4 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -885912.125000 Penalty: 4383.273926
	Iteration 6Q: 3 clusters Score -885912.1 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -886094.437500 Penalty: 4383.273926
	Iteration 7Q: 3 clusters Score -886094.4 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -886280.500000 Penalty: 4383.273926
	Iteration 8Q: 3 clusters Score -886280.5 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -886465.625000 Penalty: 4383.273926
	Iteration 9Q: 3 clusters Score -886465.6 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -886659.750000 Penalty: 4383.273926
	Iteration 10Q: 3 clusters Score -886659.8 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -886868.687500 Penalty: 4383.273926
	Iteration 11Q: 3 clusters Score -886868.7 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -887105.062500 Penalty: 4383.273926
	Iteration 12Q: 3 clusters Score -887105.1 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -887378.437500 Penalty: 4383.273926
	Iteration 13Q: 3 clusters Score -887378.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -887619.625000 Penalty: 4383.273926
	Iteration 14Q: 3 clusters Score -887619.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -887806.187500 Penalty: 4383.273926
	Iteration 15Q: 3 clusters Score -887806.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -887949.062500 Penalty: 4383.273926
	Iteration 16Q: 3 clusters Score -887949.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -888041.437500 Penalty: 4383.273926
	Iteration 17Q: 3 clusters Score -888041.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -888089.875000 Penalty: 4383.273926
	Iteration 18Q: 3 clusters Score -888089.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -888129.312500 Penalty: 4383.273926
	Iteration 19Q: 3 clusters Score -888129.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -888168.562500 Penalty: 4383.273926
	Iteration 20F: 3 clusters Score -888168.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -888189.187500 Penalty: 4383.273926
	Iteration 21Q: 3 clusters Score -888189.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -888207.187500 Penalty: 4383.273926
	Iteration 22Q: 3 clusters Score -888207.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -888215.500000 Penalty: 4383.273926
	Iteration 23Q: 3 clusters Score -888215.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -888220.875000 Penalty: 4383.273926
	Iteration 24Q: 3 clusters Score -888220.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -888225.312500 Penalty: 4383.273926
	Iteration 25Q: 3 clusters Score -888225.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -888230.750000 Penalty: 4383.273926
	Iteration 26Q: 3 clusters Score -888230.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -888236.500000 Penalty: 4383.273926
	Iteration 27Q: 3 clusters Score -888236.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -888237.812500 Penalty: 4383.273926
	Iteration 28Q: 3 clusters Score -888237.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -888237.812500 Penalty: 4383.273926
	Iteration 29Q: 3 clusters Score -888237.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -888237.812500 Penalty: 4383.273926
	Iteration 30F: 3 clusters Score -888237.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (18201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18201 members 
Entering Unmasked Estep 
Score: -2324647.000000 Penalty: 2432.689453
	Iteration 0F: 2 clusters Score -2324647 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -2311798.250000 Penalty: 4865.378906
	Iteration 0F: 3 clusters Score -2311798 nChanged 7895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 9372 members 
Entering Unmasked Estep 
Score: -2316172.000000 Penalty: 4865.378906
	Iteration 1F: 3 clusters Score -2316172 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -2316656.750000 Penalty: 4865.378906
	Iteration 2F: 3 clusters Score -2316657 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -2317029.750000 Penalty: 4865.378906
	Iteration 3F: 3 clusters Score -2317030 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 9872 members 
Entering Unmasked Estep 
Score: -2317299.750000 Penalty: 4865.378906
	Iteration 4Q: 3 clusters Score -2317300 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 10065 members 
Entering Unmasked Estep 
Score: -2317519.500000 Penalty: 4865.378906
	Iteration 5Q: 3 clusters Score -2317520 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 10275 members 
Entering Unmasked Estep 
Score: -2317734.000000 Penalty: 4865.378906
	Iteration 6Q: 3 clusters Score -2317734 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 10489 members 
Entering Unmasked Estep 
Score: -2317934.250000 Penalty: 4865.378906
	Iteration 7Q: 3 clusters Score -2317934 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 10729 members 
Entering Unmasked Estep 
Score: -2318137.000000 Penalty: 4865.378906
	Iteration 8Q: 3 clusters Score -2318137 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 11004 members 
Entering Unmasked Estep 
Score: -2318348.000000 Penalty: 4865.378906
	Iteration 9Q: 3 clusters Score -2318348 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 11327 members 
Entering Unmasked Estep 
Score: -2318633.000000 Penalty: 4865.378906
	Iteration 10Q: 3 clusters Score -2318633 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 11689 members 
Entering Unmasked Estep 
Score: -2318962.250000 Penalty: 4865.378906
	Iteration 11Q: 3 clusters Score -2318962 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 12095 members 
Entering Unmasked Estep 
Score: -2319304.750000 Penalty: 4865.378906
	Iteration 12Q: 3 clusters Score -2319305 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 12492 members 
Entering Unmasked Estep 
Score: -2319603.250000 Penalty: 4865.378906
	Iteration 13Q: 3 clusters Score -2319603 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 12823 members 
Entering Unmasked Estep 
Score: -2319859.750000 Penalty: 4865.378906
	Iteration 14Q: 3 clusters Score -2319860 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 13135 members 
Entering Unmasked Estep 
Score: -2320051.250000 Penalty: 4865.378906
	Iteration 15Q: 3 clusters Score -2320051 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 13418 members 
Entering Unmasked Estep 
Score: -2320210.000000 Penalty: 4865.378906
	Iteration 16Q: 3 clusters Score -2320210 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 13696 members 
Entering Unmasked Estep 
Score: -2320337.250000 Penalty: 4865.378906
	Iteration 17Q: 3 clusters Score -2320337 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 13931 members 
Entering Unmasked Estep 
Score: -2320435.000000 Penalty: 4865.378906
	Iteration 18Q: 3 clusters Score -2320435 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 14175 members 
Entering Unmasked Estep 
Score: -2320548.250000 Penalty: 4865.378906
	Iteration 19Q: 3 clusters Score -2320548 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 14417 members 
Entering Unmasked Estep 
Score: -2320635.250000 Penalty: 4865.378906
	Iteration 20F: 3 clusters Score -2320635 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 14650 members 
Entering Unmasked Estep 
Score: -2320735.250000 Penalty: 4865.378906
	Iteration 21Q: 3 clusters Score -2320735 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 14870 members 
Entering Unmasked Estep 
Score: -2320838.500000 Penalty: 4865.378906
	Iteration 22Q: 3 clusters Score -2320838 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 15102 members 
Entering Unmasked Estep 
Score: -2320933.750000 Penalty: 4865.378906
	Iteration 23Q: 3 clusters Score -2320934 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 15331 members 
Entering Unmasked Estep 
Score: -2321047.500000 Penalty: 4865.378906
	Iteration 24Q: 3 clusters Score -2321048 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 15569 members 
Entering Unmasked Estep 
Score: -2321157.500000 Penalty: 4865.378906
	Iteration 25Q: 3 clusters Score -2321158 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 15816 members 
Entering Unmasked Estep 
Score: -2321308.000000 Penalty: 4865.378906
	Iteration 26Q: 3 clusters Score -2321308 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 16044 members 
Entering Unmasked Estep 
Score: -2321448.250000 Penalty: 4865.378906
	Iteration 27Q: 3 clusters Score -2321448 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 16250 members 
Entering Unmasked Estep 
Score: -2321568.000000 Penalty: 4865.378906
	Iteration 28Q: 3 clusters Score -2321568 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 16426 members 
Entering Unmasked Estep 
Score: -2321685.250000 Penalty: 4865.378906
	Iteration 29Q: 3 clusters Score -2321685 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 16610 members 
Entering Unmasked Estep 
Score: -2321799.500000 Penalty: 4865.378906
	Iteration 30Q: 3 clusters Score -2321800 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 16774 members 
Entering Unmasked Estep 
Score: -2321905.750000 Penalty: 4865.378906
	Iteration 31Q: 3 clusters Score -2321906 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 16913 members 
Entering Unmasked Estep 
Score: -2322006.000000 Penalty: 4865.378906
	Iteration 32Q: 3 clusters Score -2322006 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 17023 members 
Entering Unmasked Estep 
Score: -2322095.250000 Penalty: 4865.378906
	Iteration 33Q: 3 clusters Score -2322095 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 17123 members 
Entering Unmasked Estep 
Score: -2322166.000000 Penalty: 4865.378906
	Iteration 34Q: 3 clusters Score -2322166 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 17214 members 
Entering Unmasked Estep 
Score: -2322225.000000 Penalty: 4865.378906
	Iteration 35Q: 3 clusters Score -2322225 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 17287 members 
Entering Unmasked Estep 
Score: -2322277.500000 Penalty: 4865.378906
	Iteration 36Q: 3 clusters Score -2322278 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 17352 members 
Entering Unmasked Estep 
Score: -2322314.000000 Penalty: 4865.378906
	Iteration 37Q: 3 clusters Score -2322314 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 17395 members 
Entering Unmasked Estep 
Score: -2322355.250000 Penalty: 4865.378906
	Iteration 38Q: 3 clusters Score -2322355 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 17439 members 
Entering Unmasked Estep 
Score: -2322391.250000 Penalty: 4865.378906
	Iteration 39Q: 3 clusters Score -2322391 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 17477 members 
Entering Unmasked Estep 
Score: -2322415.750000 Penalty: 4865.378906
	Iteration 40F: 3 clusters Score -2322416 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 17511 members 
Entering Unmasked Estep 
Score: -2322448.000000 Penalty: 4865.378906
	Iteration 41Q: 3 clusters Score -2322448 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 17551 members 
Entering Unmasked Estep 
Score: -2322473.000000 Penalty: 4865.378906
	Iteration 42Q: 3 clusters Score -2322473 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 17573 members 
Entering Unmasked Estep 
Score: -2322496.000000 Penalty: 4865.378906
	Iteration 43Q: 3 clusters Score -2322496 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 17588 members 
Entering Unmasked Estep 
Score: -2322508.000000 Penalty: 4865.378906
	Iteration 44Q: 3 clusters Score -2322508 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 17607 members 
Entering Unmasked Estep 
Score: -2322528.500000 Penalty: 4865.378906
	Iteration 45Q: 3 clusters Score -2322528 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 17625 members 
Entering Unmasked Estep 
Score: -2322536.250000 Penalty: 4865.378906
	Iteration 46Q: 3 clusters Score -2322536 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 17635 members 
Entering Unmasked Estep 
Score: -2322544.250000 Penalty: 4865.378906
	Iteration 47Q: 3 clusters Score -2322544 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 17645 members 
Entering Unmasked Estep 
Score: -2322554.500000 Penalty: 4865.378906
	Iteration 48Q: 3 clusters Score -2322554 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 17650 members 
Entering Unmasked Estep 
Score: -2322557.250000 Penalty: 4865.378906
	Iteration 49Q: 3 clusters Score -2322557 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 17654 members 
Entering Unmasked Estep 
Score: -2322560.000000 Penalty: 4865.378906
	Iteration 50Q: 3 clusters Score -2322560 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 17658 members 
Entering Unmasked Estep 
Score: -2322558.250000 Penalty: 4865.378906
	Iteration 51Q: 3 clusters Score -2322558 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 17659 members 
Entering Unmasked Estep 
Score: -2322566.750000 Penalty: 4865.378906
	Iteration 52Q: 3 clusters Score -2322567 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 17659 members 
Entering Unmasked Estep 
Score: -2322564.750000 Penalty: 4865.378906
	Iteration 53Q: 3 clusters Score -2322565 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 17659 members 
Entering Unmasked Estep 
Score: -2322566.000000 Penalty: 4865.378906
	Iteration 54Q: 3 clusters Score -2322566 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 17660 members 
Entering Unmasked Estep 
Score: -2322564.750000 Penalty: 4865.378906
	Iteration 55Q: 3 clusters Score -2322565 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 17660 members 
Entering Unmasked Estep 
Score: -2322564.750000 Penalty: 4865.378906
	Iteration 56F: 3 clusters Score -2322565 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Entering Unmasked Estep 
Score: -32437.687500 Penalty: 1443.380615
	Iteration 0F: 2 clusters Score -32437.69 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 177 members 
Entering Unmasked Estep 
Score: -31280.761719 Penalty: 2886.761230
	Iteration 0F: 3 clusters Score -31280.76 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -31623.996094 Penalty: 2886.761230
	Iteration 1F: 3 clusters Score -31624 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -31913.988281 Penalty: 2886.761230
	Iteration 2F: 3 clusters Score -31913.99 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -32443.859375 Penalty: 2886.761230
	Iteration 3F: 3 clusters Score -32443.86 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -32787.070312 Penalty: 2886.761230
	Iteration 4F: 3 clusters Score -32787.07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -32988.238281 Penalty: 2886.761230
	Iteration 5Q: 3 clusters Score -32988.24 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -33099.550781 Penalty: 2886.761230
	Iteration 6Q: 3 clusters Score -33099.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -33135.886719 Penalty: 2886.761230
	Iteration 7Q: 3 clusters Score -33135.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -33152.445312 Penalty: 2886.761230
	Iteration 8Q: 3 clusters Score -33152.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -33152.445312 Penalty: 2886.761230
	Iteration 9F: 3 clusters Score -33152.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 2616 members 
Mstep: Class 3 contains 4160 members 
Mstep: Class 4 contains 12167 members 
Mstep: Class 5 contains 2440 members 
Mstep: Class 6 contains 2549 members 
Mstep: Class 7 contains 1248 members 
Mstep: Class 8 contains 8048 members 
Mstep: Class 9 contains 177993 members 
Mstep: Class 10 contains 8546 members 
Mstep: Class 11 contains 4268 members 
Mstep: Class 12 contains 24373 members 
Mstep: Class 13 contains 4100 members 
Mstep: Class 14 contains 6568 members 
Mstep: Class 15 contains 196130 members 
Mstep: Class 16 contains 218191 members 
Mstep: Class 17 contains 18825 members 
Mstep: Class 18 contains 32871 members 
Mstep: Class 19 contains 268 members 
Mstep: Class 20 contains 4180 members 
Mstep: Class 21 contains 32073 members 
Mstep: Class 22 contains 40767 members 
Mstep: Class 23 contains 4452 members 
Mstep: Class 24 contains 9542 members 
Mstep: Class 25 contains 37302 members 
Mstep: Class 26 contains 37105 members 
Mstep: Class 27 contains 7235 members 
Mstep: Class 28 contains 25854 members 
Mstep: Class 29 contains 8193 members 
Mstep: Class 30 contains 25379 members 
Mstep: Class 31 contains 6886 members 
Mstep: Class 32 contains 18201 members 
Mstep: Class 33 contains 121 members 
Mstep: Class 34 contains 11620 members 
Mstep: Class 35 contains 64138 members 
Mstep: Class 36 contains 24744 members 
Mstep: Class 37 contains 7391 members 
Mstep: Class 38 contains 2006 members 
Mstep: Class 39 contains 3952 members 
Mstep: Class 40 contains 2829 members 
Mstep: Class 41 contains 13491 members 
Mstep: Class 42 contains 6537 members 
Mstep: Class 43 contains 527 members 
Mstep: Class 44 contains 2842 members 
Mstep: Class 45 contains 2297 members 
Mstep: Class 46 contains 10674 members 
Mstep: Class 47 contains 501 members 
Mstep: Class 48 contains 27557 members 
Mstep: Class 49 contains 4247 members 
Mstep: Class 50 contains 649 members 
Mstep: Class 51 contains 8738 members 
Mstep: Class 52 contains 187 members 
Mstep: Class 53 contains 2183 members 
Mstep: Class 54 contains 216 members 
Entering Unmasked Estep 
Score: -147477856.000000 Penalty: 187327.187500
Splitting cluster 33 changes total score from -147459984.000000 to -147477856.000000
So it's getting split into cluster 54.
Entering ConstructFrom: 
Trying to split cluster 34 (11620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11620 members 
Entering Unmasked Estep 
Score: -1464334.750000 Penalty: 2321.399902
	Iteration 0F: 2 clusters Score -1464335 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -1455631.625000 Penalty: 4642.799805
	Iteration 0F: 3 clusters Score -1455632 nChanged 4919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -1458240.625000 Penalty: 4642.799805
	Iteration 1F: 3 clusters Score -1458241 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -1458530.000000 Penalty: 4642.799805
	Iteration 2F: 3 clusters Score -1458530 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -1458728.750000 Penalty: 4642.799805
	Iteration 3Q: 3 clusters Score -1458729 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -1458858.500000 Penalty: 4642.799805
	Iteration 4Q: 3 clusters Score -1458858 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -1458980.375000 Penalty: 4642.799805
	Iteration 5Q: 3 clusters Score -1458980 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -1459095.250000 Penalty: 4642.799805
	Iteration 6Q: 3 clusters Score -1459095 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -1459213.250000 Penalty: 4642.799805
	Iteration 7Q: 3 clusters Score -1459213 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -1459336.375000 Penalty: 4642.799805
	Iteration 8Q: 3 clusters Score -1459336 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -1459471.875000 Penalty: 4642.799805
	Iteration 9Q: 3 clusters Score -1459472 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -1459637.750000 Penalty: 4642.799805
	Iteration 10Q: 3 clusters Score -1459638 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -1459855.750000 Penalty: 4642.799805
	Iteration 11Q: 3 clusters Score -1459856 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -1460074.875000 Penalty: 4642.799805
	Iteration 12Q: 3 clusters Score -1460075 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -1460358.250000 Penalty: 4642.799805
	Iteration 13Q: 3 clusters Score -1460358 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -1460678.000000 Penalty: 4642.799805
	Iteration 14Q: 3 clusters Score -1460678 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -1461032.125000 Penalty: 4642.799805
	Iteration 15Q: 3 clusters Score -1461032 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -1461359.750000 Penalty: 4642.799805
	Iteration 16Q: 3 clusters Score -1461360 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -1461682.125000 Penalty: 4642.799805
	Iteration 17Q: 3 clusters Score -1461682 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -1461959.875000 Penalty: 4642.799805
	Iteration 18Q: 3 clusters Score -1461960 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -1462130.875000 Penalty: 4642.799805
	Iteration 19Q: 3 clusters Score -1462131 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -1462237.000000 Penalty: 4642.799805
	Iteration 20F: 3 clusters Score -1462237 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -1462298.375000 Penalty: 4642.799805
	Iteration 21Q: 3 clusters Score -1462298 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -1462351.750000 Penalty: 4642.799805
	Iteration 22Q: 3 clusters Score -1462352 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -1462390.125000 Penalty: 4642.799805
	Iteration 23Q: 3 clusters Score -1462390 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -1462416.875000 Penalty: 4642.799805
	Iteration 24Q: 3 clusters Score -1462417 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -1462444.875000 Penalty: 4642.799805
	Iteration 25Q: 3 clusters Score -1462445 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -1462465.750000 Penalty: 4642.799805
	Iteration 26Q: 3 clusters Score -1462466 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -1462477.500000 Penalty: 4642.799805
	Iteration 27Q: 3 clusters Score -1462478 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -1462482.000000 Penalty: 4642.799805
	Iteration 28Q: 3 clusters Score -1462482 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -1462492.250000 Penalty: 4642.799805
	Iteration 29Q: 3 clusters Score -1462492 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -1462495.250000 Penalty: 4642.799805
	Iteration 30Q: 3 clusters Score -1462495 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -1462503.625000 Penalty: 4642.799805
	Iteration 31Q: 3 clusters Score -1462504 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -1462507.000000 Penalty: 4642.799805
	Iteration 32Q: 3 clusters Score -1462507 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9859 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -1462514.250000 Penalty: 4642.799805
	Iteration 33Q: 3 clusters Score -1462514 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -1462515.375000 Penalty: 4642.799805
	Iteration 34Q: 3 clusters Score -1462515 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -1462516.125000 Penalty: 4642.799805
	Iteration 35Q: 3 clusters Score -1462516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9854 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -1462516.875000 Penalty: 4642.799805
	Iteration 36Q: 3 clusters Score -1462517 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9854 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -1462518.500000 Penalty: 4642.799805
	Iteration 37Q: 3 clusters Score -1462518 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -1462518.000000 Penalty: 4642.799805
	Iteration 38Q: 3 clusters Score -1462518 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -1462519.375000 Penalty: 4642.799805
	Iteration 39Q: 3 clusters Score -1462519 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9854 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -1462520.500000 Penalty: 4642.799805
	Iteration 40F: 3 clusters Score -1462520 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9851 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -1462520.125000 Penalty: 4642.799805
	Iteration 41Q: 3 clusters Score -1462520 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -1462522.500000 Penalty: 4642.799805
	Iteration 42Q: 3 clusters Score -1462522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -1462523.625000 Penalty: 4642.799805
	Iteration 43Q: 3 clusters Score -1462524 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -1462522.000000 Penalty: 4642.799805
	Iteration 44Q: 3 clusters Score -1462522 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -1462524.375000 Penalty: 4642.799805
	Iteration 45Q: 3 clusters Score -1462524 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -1462525.375000 Penalty: 4642.799805
	Iteration 46Q: 3 clusters Score -1462525 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -1462526.000000 Penalty: 4642.799805
	Iteration 47Q: 3 clusters Score -1462526 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -1462526.000000 Penalty: 4642.799805
	Iteration 48Q: 3 clusters Score -1462526 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9839 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -1462527.875000 Penalty: 4642.799805
	Iteration 49Q: 3 clusters Score -1462528 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9839 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -1462531.250000 Penalty: 4642.799805
	Iteration 50Q: 3 clusters Score -1462531 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -1462530.625000 Penalty: 4642.799805
	Iteration 51Q: 3 clusters Score -1462531 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -1462530.625000 Penalty: 4642.799805
	Iteration 52Q: 3 clusters Score -1462531 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -1462530.625000 Penalty: 4642.799805
	Iteration 53F: 3 clusters Score -1462531 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (64138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64138 members 
Entering Unmasked Estep 
Score: -8143779.000000 Penalty: 2745.060547
	Iteration 0F: 2 clusters Score -8143779 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32010 members 
Mstep: Class 2 contains 32128 members 
Entering Unmasked Estep 
Score: -8100586.500000 Penalty: 5490.121094
	Iteration 0F: 3 clusters Score -8100586 nChanged 30052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30946 members 
Mstep: Class 2 contains 33192 members 
Entering Unmasked Estep 
Score: -8117682.000000 Penalty: 5490.121094
	Iteration 1F: 3 clusters Score -8117682 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30275 members 
Mstep: Class 2 contains 33863 members 
Entering Unmasked Estep 
Score: -8118328.500000 Penalty: 5490.121094
	Iteration 2Q: 3 clusters Score -8118328 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29327 members 
Mstep: Class 2 contains 34811 members 
Entering Unmasked Estep 
Score: -8119138.500000 Penalty: 5490.121094
	Iteration 3Q: 3 clusters Score -8119138 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27984 members 
Mstep: Class 2 contains 36154 members 
Entering Unmasked Estep 
Score: -8120131.500000 Penalty: 5490.121094
	Iteration 4Q: 3 clusters Score -8120132 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26208 members 
Mstep: Class 2 contains 37930 members 
Entering Unmasked Estep 
Score: -8121371.500000 Penalty: 5490.121094
	Iteration 5Q: 3 clusters Score -8121372 nChanged 3291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23793 members 
Mstep: Class 2 contains 40345 members 
Entering Unmasked Estep 
Score: -8123158.500000 Penalty: 5490.121094
	Iteration 6F: 3 clusters Score -8123158 nChanged 3822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20703 members 
Mstep: Class 2 contains 43435 members 
Entering Unmasked Estep 
Score: -8125571.500000 Penalty: 5490.121094
	Iteration 7F: 3 clusters Score -8125572 nChanged 4109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17232 members 
Mstep: Class 2 contains 46906 members 
Entering Unmasked Estep 
Score: -8128595.000000 Penalty: 5490.121094
	Iteration 8F: 3 clusters Score -8128595 nChanged 4178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13584 members 
Mstep: Class 2 contains 50554 members 
Entering Unmasked Estep 
Score: -8131948.500000 Penalty: 5490.121094
	Iteration 9F: 3 clusters Score -8131948 nChanged 3666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10344 members 
Mstep: Class 2 contains 53794 members 
Entering Unmasked Estep 
Score: -8135147.500000 Penalty: 5490.121094
	Iteration 10F: 3 clusters Score -8135148 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 56296 members 
Entering Unmasked Estep 
Score: -8137504.000000 Penalty: 5490.121094
	Iteration 11Q: 3 clusters Score -8137504 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 58013 members 
Entering Unmasked Estep 
Score: -8139054.500000 Penalty: 5490.121094
	Iteration 12Q: 3 clusters Score -8139054 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 59165 members 
Entering Unmasked Estep 
Score: -8140037.500000 Penalty: 5490.121094
	Iteration 13Q: 3 clusters Score -8140038 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 59928 members 
Entering Unmasked Estep 
Score: -8140596.000000 Penalty: 5490.121094
	Iteration 14Q: 3 clusters Score -8140596 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 60498 members 
Entering Unmasked Estep 
Score: -8141017.000000 Penalty: 5490.121094
	Iteration 15Q: 3 clusters Score -8141017 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 60929 members 
Entering Unmasked Estep 
Score: -8141328.000000 Penalty: 5490.121094
	Iteration 16Q: 3 clusters Score -8141328 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 61260 members 
Entering Unmasked Estep 
Score: -8141612.000000 Penalty: 5490.121094
	Iteration 17Q: 3 clusters Score -8141612 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 61502 members 
Entering Unmasked Estep 
Score: -8141932.500000 Penalty: 5490.121094
	Iteration 18Q: 3 clusters Score -8141932 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 61678 members 
Entering Unmasked Estep 
Score: -8142183.000000 Penalty: 5490.121094
	Iteration 19Q: 3 clusters Score -8142183 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 61763 members 
Entering Unmasked Estep 
Score: -8142267.500000 Penalty: 5490.121094
	Iteration 20F: 3 clusters Score -8142268 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 61807 members 
Entering Unmasked Estep 
Score: -8142339.500000 Penalty: 5490.121094
	Iteration 21Q: 3 clusters Score -8142340 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 61842 members 
Entering Unmasked Estep 
Score: -8142372.000000 Penalty: 5490.121094
	Iteration 22Q: 3 clusters Score -8142372 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 61867 members 
Entering Unmasked Estep 
Score: -8142409.000000 Penalty: 5490.121094
	Iteration 23Q: 3 clusters Score -8142409 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 61899 members 
Entering Unmasked Estep 
Score: -8142407.000000 Penalty: 5490.121094
	Iteration 24Q: 3 clusters Score -8142407 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 61919 members 
Entering Unmasked Estep 
Score: -8142416.500000 Penalty: 5490.121094
	Iteration 25Q: 3 clusters Score -8142416 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 61933 members 
Entering Unmasked Estep 
Score: -8142426.000000 Penalty: 5490.121094
	Iteration 26Q: 3 clusters Score -8142426 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 61937 members 
Entering Unmasked Estep 
Score: -8142426.000000 Penalty: 5490.121094
	Iteration 27Q: 3 clusters Score -8142426 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 61947 members 
Entering Unmasked Estep 
Score: -8142418.000000 Penalty: 5490.121094
	Iteration 28Q: 3 clusters Score -8142418 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 61955 members 
Entering Unmasked Estep 
Score: -8142437.000000 Penalty: 5490.121094
	Iteration 29Q: 3 clusters Score -8142437 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 61962 members 
Entering Unmasked Estep 
Score: -8142431.000000 Penalty: 5490.121094
	Iteration 30Q: 3 clusters Score -8142431 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 61972 members 
Entering Unmasked Estep 
Score: -8142422.000000 Penalty: 5490.121094
	Iteration 31Q: 3 clusters Score -8142422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 61972 members 
Entering Unmasked Estep 
Score: -8142426.000000 Penalty: 5490.121094
	Iteration 32Q: 3 clusters Score -8142426 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 61976 members 
Entering Unmasked Estep 
Score: -8142427.000000 Penalty: 5490.121094
	Iteration 33Q: 3 clusters Score -8142427 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 61978 members 
Entering Unmasked Estep 
Score: -8142421.500000 Penalty: 5490.121094
	Iteration 34Q: 3 clusters Score -8142422 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 61982 members 
Entering Unmasked Estep 
Score: -8142417.500000 Penalty: 5490.121094
	Iteration 35Q: 3 clusters Score -8142418 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 61985 members 
Entering Unmasked Estep 
Score: -8142410.000000 Penalty: 5490.121094
	Iteration 36Q: 3 clusters Score -8142410 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 61987 members 
Entering Unmasked Estep 
Score: -8142416.500000 Penalty: 5490.121094
	Iteration 37Q: 3 clusters Score -8142416 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 61991 members 
Entering Unmasked Estep 
Score: -8142417.000000 Penalty: 5490.121094
	Iteration 38Q: 3 clusters Score -8142417 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 61995 members 
Entering Unmasked Estep 
Score: -8142413.000000 Penalty: 5490.121094
	Iteration 39Q: 3 clusters Score -8142413 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 62000 members 
Entering Unmasked Estep 
Score: -8142424.000000 Penalty: 5490.121094
	Iteration 40F: 3 clusters Score -8142424 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 62002 members 
Entering Unmasked Estep 
Score: -8142426.500000 Penalty: 5490.121094
	Iteration 41Q: 3 clusters Score -8142426 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 62002 members 
Entering Unmasked Estep 
Score: -8142426.000000 Penalty: 5490.121094
	Iteration 42Q: 3 clusters Score -8142426 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 62003 members 
Entering Unmasked Estep 
Score: -8142419.000000 Penalty: 5490.121094
	Iteration 43Q: 3 clusters Score -8142419 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 62005 members 
Entering Unmasked Estep 
Score: -8142421.500000 Penalty: 5490.121094
	Iteration 44Q: 3 clusters Score -8142422 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 62006 members 
Entering Unmasked Estep 
Score: -8142422.500000 Penalty: 5490.121094
	Iteration 45Q: 3 clusters Score -8142422 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 62007 members 
Entering Unmasked Estep 
Score: -8142422.000000 Penalty: 5490.121094
	Iteration 46Q: 3 clusters Score -8142422 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 62007 members 
Entering Unmasked Estep 
Score: -8142422.000000 Penalty: 5490.121094
	Iteration 47F: 3 clusters Score -8142422 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (24744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24744 members 
Entering Unmasked Estep 
Score: -3120854.750000 Penalty: 2508.852051
	Iteration 0F: 2 clusters Score -3120855 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12395 members 
Mstep: Class 2 contains 12349 members 
Entering Unmasked Estep 
Score: -3103703.000000 Penalty: 5017.704102
	Iteration 0F: 3 clusters Score -3103703 nChanged 11075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12102 members 
Mstep: Class 2 contains 12642 members 
Entering Unmasked Estep 
Score: -3109741.500000 Penalty: 5017.704102
	Iteration 1F: 3 clusters Score -3109742 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11854 members 
Mstep: Class 2 contains 12890 members 
Entering Unmasked Estep 
Score: -3110394.500000 Penalty: 5017.704102
	Iteration 2F: 3 clusters Score -3110394 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11476 members 
Mstep: Class 2 contains 13268 members 
Entering Unmasked Estep 
Score: -3111121.750000 Penalty: 5017.704102
	Iteration 3F: 3 clusters Score -3111122 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11050 members 
Mstep: Class 2 contains 13694 members 
Entering Unmasked Estep 
Score: -3111864.000000 Penalty: 5017.704102
	Iteration 4F: 3 clusters Score -3111864 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 14104 members 
Entering Unmasked Estep 
Score: -3112542.500000 Penalty: 5017.704102
	Iteration 5F: 3 clusters Score -3112542 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10192 members 
Mstep: Class 2 contains 14552 members 
Entering Unmasked Estep 
Score: -3113178.000000 Penalty: 5017.704102
	Iteration 6F: 3 clusters Score -3113178 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 15030 members 
Entering Unmasked Estep 
Score: -3113694.250000 Penalty: 5017.704102
	Iteration 7Q: 3 clusters Score -3113694 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 15516 members 
Entering Unmasked Estep 
Score: -3114079.750000 Penalty: 5017.704102
	Iteration 8Q: 3 clusters Score -3114080 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 15999 members 
Entering Unmasked Estep 
Score: -3114358.500000 Penalty: 5017.704102
	Iteration 9Q: 3 clusters Score -3114358 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 16526 members 
Entering Unmasked Estep 
Score: -3114617.500000 Penalty: 5017.704102
	Iteration 10Q: 3 clusters Score -3114618 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 17066 members 
Entering Unmasked Estep 
Score: -3114842.000000 Penalty: 5017.704102
	Iteration 11Q: 3 clusters Score -3114842 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 17611 members 
Entering Unmasked Estep 
Score: -3115064.000000 Penalty: 5017.704102
	Iteration 12Q: 3 clusters Score -3115064 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 18213 members 
Entering Unmasked Estep 
Score: -3115301.250000 Penalty: 5017.704102
	Iteration 13Q: 3 clusters Score -3115301 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 18822 members 
Entering Unmasked Estep 
Score: -3115573.500000 Penalty: 5017.704102
	Iteration 14Q: 3 clusters Score -3115574 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 19470 members 
Entering Unmasked Estep 
Score: -3115876.000000 Penalty: 5017.704102
	Iteration 15Q: 3 clusters Score -3115876 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 20157 members 
Entering Unmasked Estep 
Score: -3116206.000000 Penalty: 5017.704102
	Iteration 16Q: 3 clusters Score -3116206 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 20804 members 
Entering Unmasked Estep 
Score: -3116575.000000 Penalty: 5017.704102
	Iteration 17Q: 3 clusters Score -3116575 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 21445 members 
Entering Unmasked Estep 
Score: -3116957.500000 Penalty: 5017.704102
	Iteration 18Q: 3 clusters Score -3116958 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 22049 members 
Entering Unmasked Estep 
Score: -3117341.750000 Penalty: 5017.704102
	Iteration 19Q: 3 clusters Score -3117342 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 22541 members 
Entering Unmasked Estep 
Score: -3117667.500000 Penalty: 5017.704102
	Iteration 20F: 3 clusters Score -3117668 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 22955 members 
Entering Unmasked Estep 
Score: -3117915.750000 Penalty: 5017.704102
	Iteration 21Q: 3 clusters Score -3117916 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 23275 members 
Entering Unmasked Estep 
Score: -3118112.000000 Penalty: 5017.704102
	Iteration 22Q: 3 clusters Score -3118112 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 23512 members 
Entering Unmasked Estep 
Score: -3118260.750000 Penalty: 5017.704102
	Iteration 23Q: 3 clusters Score -3118261 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 23679 members 
Entering Unmasked Estep 
Score: -3118371.000000 Penalty: 5017.704102
	Iteration 24Q: 3 clusters Score -3118371 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 23800 members 
Entering Unmasked Estep 
Score: -3118455.000000 Penalty: 5017.704102
	Iteration 25Q: 3 clusters Score -3118455 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 23893 members 
Entering Unmasked Estep 
Score: -3118535.750000 Penalty: 5017.704102
	Iteration 26Q: 3 clusters Score -3118536 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 23961 members 
Entering Unmasked Estep 
Score: -3118579.250000 Penalty: 5017.704102
	Iteration 27Q: 3 clusters Score -3118579 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 24013 members 
Entering Unmasked Estep 
Score: -3118619.500000 Penalty: 5017.704102
	Iteration 28Q: 3 clusters Score -3118620 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 24048 members 
Entering Unmasked Estep 
Score: -3118645.750000 Penalty: 5017.704102
	Iteration 29Q: 3 clusters Score -3118646 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 24072 members 
Entering Unmasked Estep 
Score: -3118661.250000 Penalty: 5017.704102
	Iteration 30Q: 3 clusters Score -3118661 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 24090 members 
Entering Unmasked Estep 
Score: -3118679.750000 Penalty: 5017.704102
	Iteration 31Q: 3 clusters Score -3118680 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 24106 members 
Entering Unmasked Estep 
Score: -3118685.500000 Penalty: 5017.704102
	Iteration 32Q: 3 clusters Score -3118686 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 24118 members 
Entering Unmasked Estep 
Score: -3118692.500000 Penalty: 5017.704102
	Iteration 33Q: 3 clusters Score -3118692 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 24130 members 
Entering Unmasked Estep 
Score: -3118704.750000 Penalty: 5017.704102
	Iteration 34Q: 3 clusters Score -3118705 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 24139 members 
Entering Unmasked Estep 
Score: -3118702.250000 Penalty: 5017.704102
	Iteration 35Q: 3 clusters Score -3118702 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 24143 members 
Entering Unmasked Estep 
Score: -3118705.000000 Penalty: 5017.704102
	Iteration 36Q: 3 clusters Score -3118705 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 24148 members 
Entering Unmasked Estep 
Score: -3118705.000000 Penalty: 5017.704102
	Iteration 37Q: 3 clusters Score -3118705 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 24151 members 
Entering Unmasked Estep 
Score: -3118707.750000 Penalty: 5017.704102
	Iteration 38Q: 3 clusters Score -3118708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 24151 members 
Entering Unmasked Estep 
Score: -3118712.500000 Penalty: 5017.704102
	Iteration 39Q: 3 clusters Score -3118712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 24152 members 
Entering Unmasked Estep 
Score: -3118711.000000 Penalty: 5017.704102
	Iteration 40F: 3 clusters Score -3118711 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (7391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Entering Unmasked Estep 
Score: -923743.187500 Penalty: 2209.188477
	Iteration 0F: 2 clusters Score -923743.2 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 3714 members 
Entering Unmasked Estep 
Score: -917656.125000 Penalty: 4418.376953
	Iteration 0F: 3 clusters Score -917656.1 nChanged 3076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -919329.687500 Penalty: 4418.376953
	Iteration 1F: 3 clusters Score -919329.7 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -919616.000000 Penalty: 4418.376953
	Iteration 2F: 3 clusters Score -919616 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -919824.375000 Penalty: 4418.376953
	Iteration 3F: 3 clusters Score -919824.4 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -919998.062500 Penalty: 4418.376953
	Iteration 4Q: 3 clusters Score -919998.1 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -920134.937500 Penalty: 4418.376953
	Iteration 5Q: 3 clusters Score -920134.9 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -920256.000000 Penalty: 4418.376953
	Iteration 6Q: 3 clusters Score -920256 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -920358.687500 Penalty: 4418.376953
	Iteration 7Q: 3 clusters Score -920358.7 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -920482.312500 Penalty: 4418.376953
	Iteration 8Q: 3 clusters Score -920482.3 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -920591.812500 Penalty: 4418.376953
	Iteration 9Q: 3 clusters Score -920591.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -920676.187500 Penalty: 4418.376953
	Iteration 10Q: 3 clusters Score -920676.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -920750.812500 Penalty: 4418.376953
	Iteration 11Q: 3 clusters Score -920750.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -920835.062500 Penalty: 4418.376953
	Iteration 12Q: 3 clusters Score -920835.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -920891.375000 Penalty: 4418.376953
	Iteration 13Q: 3 clusters Score -920891.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -920941.187500 Penalty: 4418.376953
	Iteration 14Q: 3 clusters Score -920941.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -920981.625000 Penalty: 4418.376953
	Iteration 15Q: 3 clusters Score -920981.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -921017.625000 Penalty: 4418.376953
	Iteration 16Q: 3 clusters Score -921017.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -921043.625000 Penalty: 4418.376953
	Iteration 17Q: 3 clusters Score -921043.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -921070.125000 Penalty: 4418.376953
	Iteration 18Q: 3 clusters Score -921070.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -921093.500000 Penalty: 4418.376953
	Iteration 19Q: 3 clusters Score -921093.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -921119.625000 Penalty: 4418.376953
	Iteration 20F: 3 clusters Score -921119.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -921151.187500 Penalty: 4418.376953
	Iteration 21Q: 3 clusters Score -921151.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -921186.937500 Penalty: 4418.376953
	Iteration 22Q: 3 clusters Score -921186.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -921235.750000 Penalty: 4418.376953
	Iteration 23Q: 3 clusters Score -921235.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -921281.812500 Penalty: 4418.376953
	Iteration 24Q: 3 clusters Score -921281.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -921341.687500 Penalty: 4418.376953
	Iteration 25Q: 3 clusters Score -921341.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -921407.187500 Penalty: 4418.376953
	Iteration 26Q: 3 clusters Score -921407.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -921464.062500 Penalty: 4418.376953
	Iteration 27Q: 3 clusters Score -921464.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -921516.000000 Penalty: 4418.376953
	Iteration 28Q: 3 clusters Score -921516 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -921562.562500 Penalty: 4418.376953
	Iteration 29Q: 3 clusters Score -921562.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -921601.250000 Penalty: 4418.376953
	Iteration 30Q: 3 clusters Score -921601.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -921620.875000 Penalty: 4418.376953
	Iteration 31Q: 3 clusters Score -921620.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -921637.687500 Penalty: 4418.376953
	Iteration 32Q: 3 clusters Score -921637.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -921653.500000 Penalty: 4418.376953
	Iteration 33Q: 3 clusters Score -921653.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -921664.000000 Penalty: 4418.376953
	Iteration 34Q: 3 clusters Score -921664 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -921679.625000 Penalty: 4418.376953
	Iteration 35Q: 3 clusters Score -921679.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -921696.000000 Penalty: 4418.376953
	Iteration 36Q: 3 clusters Score -921696 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -921706.000000 Penalty: 4418.376953
	Iteration 37Q: 3 clusters Score -921706 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -921713.250000 Penalty: 4418.376953
	Iteration 38Q: 3 clusters Score -921713.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -921719.437500 Penalty: 4418.376953
	Iteration 39Q: 3 clusters Score -921719.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -921725.000000 Penalty: 4418.376953
	Iteration 40F: 3 clusters Score -921725 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -921732.437500 Penalty: 4418.376953
	Iteration 41Q: 3 clusters Score -921732.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -921738.187500 Penalty: 4418.376953
	Iteration 42Q: 3 clusters Score -921738.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -921745.625000 Penalty: 4418.376953
	Iteration 43Q: 3 clusters Score -921745.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -921751.125000 Penalty: 4418.376953
	Iteration 44Q: 3 clusters Score -921751.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -921754.312500 Penalty: 4418.376953
	Iteration 45Q: 3 clusters Score -921754.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -921756.062500 Penalty: 4418.376953
	Iteration 46Q: 3 clusters Score -921756.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -921758.187500 Penalty: 4418.376953
	Iteration 47Q: 3 clusters Score -921758.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -921758.625000 Penalty: 4418.376953
	Iteration 48Q: 3 clusters Score -921758.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -921761.750000 Penalty: 4418.376953
	Iteration 49Q: 3 clusters Score -921761.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -921762.500000 Penalty: 4418.376953
	Iteration 50Q: 3 clusters Score -921762.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -921764.500000 Penalty: 4418.376953
	Iteration 51Q: 3 clusters Score -921764.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -921767.687500 Penalty: 4418.376953
	Iteration 52Q: 3 clusters Score -921767.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -921770.312500 Penalty: 4418.376953
	Iteration 53Q: 3 clusters Score -921770.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -921772.437500 Penalty: 4418.376953
	Iteration 54Q: 3 clusters Score -921772.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -921775.937500 Penalty: 4418.376953
	Iteration 55Q: 3 clusters Score -921775.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -921779.375000 Penalty: 4418.376953
	Iteration 56Q: 3 clusters Score -921779.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -921782.375000 Penalty: 4418.376953
	Iteration 57Q: 3 clusters Score -921782.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -921783.875000 Penalty: 4418.376953
	Iteration 58Q: 3 clusters Score -921783.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -921783.250000 Penalty: 4418.376953
	Iteration 59Q: 3 clusters Score -921783.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -921783.500000 Penalty: 4418.376953
	Iteration 60F: 3 clusters Score -921783.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -921784.312500 Penalty: 4418.376953
	Iteration 61Q: 3 clusters Score -921784.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -921784.562500 Penalty: 4418.376953
	Iteration 62Q: 3 clusters Score -921784.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -921784.562500 Penalty: 4418.376953
	Iteration 63F: 3 clusters Score -921784.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (2006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Entering Unmasked Estep 
Score: -244268.390625 Penalty: 1885.766724
	Iteration 0F: 2 clusters Score -244268.4 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 988 members 
Entering Unmasked Estep 
Score: -242162.578125 Penalty: 3771.533447
	Iteration 0F: 3 clusters Score -242162.6 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -245286.656250 Penalty: 3771.533447
	Iteration 1F: 3 clusters Score -245286.7 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -246668.968750 Penalty: 3771.533447
	Iteration 2F: 3 clusters Score -246669 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -247572.937500 Penalty: 3771.533447
	Iteration 3F: 3 clusters Score -247572.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -247998.437500 Penalty: 3771.533447
	Iteration 4Q: 3 clusters Score -247998.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -248720.046875 Penalty: 3771.533447
	Iteration 5Q: 3 clusters Score -248720 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -248845.937500 Penalty: 3771.533447
	Iteration 6Q: 3 clusters Score -248845.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -248958.250000 Penalty: 3771.533447
	Iteration 7Q: 3 clusters Score -248958.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -249221.250000 Penalty: 3771.533447
	Iteration 8Q: 3 clusters Score -249221.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -249559.437500 Penalty: 3771.533447
	Iteration 9Q: 3 clusters Score -249559.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -249842.156250 Penalty: 3771.533447
	Iteration 10Q: 3 clusters Score -249842.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -249879.796875 Penalty: 3771.533447
	Iteration 11Q: 3 clusters Score -249879.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -249920.093750 Penalty: 3771.533447
	Iteration 12Q: 3 clusters Score -249920.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -249936.546875 Penalty: 3771.533447
	Iteration 13Q: 3 clusters Score -249936.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -249973.093750 Penalty: 3771.533447
	Iteration 14Q: 3 clusters Score -249973.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -250017.281250 Penalty: 3771.533447
	Iteration 15Q: 3 clusters Score -250017.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -250025.671875 Penalty: 3771.533447
	Iteration 16Q: 3 clusters Score -250025.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -250028.625000 Penalty: 3771.533447
	Iteration 17Q: 3 clusters Score -250028.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -250025.375000 Penalty: 3771.533447
	Iteration 18Q: 3 clusters Score -250025.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -250029.687500 Penalty: 3771.533447
	Iteration 19Q: 3 clusters Score -250029.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -250036.281250 Penalty: 3771.533447
	Iteration 20F: 3 clusters Score -250036.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -250033.609375 Penalty: 3771.533447
	Iteration 21Q: 3 clusters Score -250033.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -250033.609375 Penalty: 3771.533447
	Iteration 22F: 3 clusters Score -250033.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 2616 members 
Mstep: Class 3 contains 4160 members 
Mstep: Class 4 contains 12167 members 
Mstep: Class 5 contains 2440 members 
Mstep: Class 6 contains 2549 members 
Mstep: Class 7 contains 1248 members 
Mstep: Class 8 contains 8048 members 
Mstep: Class 9 contains 177993 members 
Mstep: Class 10 contains 8546 members 
Mstep: Class 11 contains 4268 members 
Mstep: Class 12 contains 24373 members 
Mstep: Class 13 contains 4100 members 
Mstep: Class 14 contains 6568 members 
Mstep: Class 15 contains 196130 members 
Mstep: Class 16 contains 218191 members 
Mstep: Class 17 contains 18825 members 
Mstep: Class 18 contains 32871 members 
Mstep: Class 19 contains 268 members 
Mstep: Class 20 contains 4180 members 
Mstep: Class 21 contains 32073 members 
Mstep: Class 22 contains 40767 members 
Mstep: Class 23 contains 4452 members 
Mstep: Class 24 contains 9542 members 
Mstep: Class 25 contains 37302 members 
Mstep: Class 26 contains 37105 members 
Mstep: Class 27 contains 7235 members 
Mstep: Class 28 contains 25854 members 
Mstep: Class 29 contains 8193 members 
Mstep: Class 30 contains 25379 members 
Mstep: Class 31 contains 6886 members 
Mstep: Class 32 contains 18201 members 
Mstep: Class 33 contains 121 members 
Mstep: Class 34 contains 11620 members 
Mstep: Class 35 contains 64138 members 
Mstep: Class 36 contains 24744 members 
Mstep: Class 37 contains 7391 members 
Mstep: Class 38 contains 914 members 
Mstep: Class 39 contains 3952 members 
Mstep: Class 40 contains 2829 members 
Mstep: Class 41 contains 13491 members 
Mstep: Class 42 contains 6537 members 
Mstep: Class 43 contains 527 members 
Mstep: Class 44 contains 2842 members 
Mstep: Class 45 contains 2297 members 
Mstep: Class 46 contains 10674 members 
Mstep: Class 47 contains 501 members 
Mstep: Class 48 contains 27557 members 
Mstep: Class 49 contains 4247 members 
Mstep: Class 50 contains 649 members 
Mstep: Class 51 contains 8738 members 
Mstep: Class 52 contains 187 members 
Mstep: Class 53 contains 2183 members 
Mstep: Class 54 contains 216 members 
Mstep: Class 55 contains 1092 members 
Entering Unmasked Estep 
Score: -147482480.000000 Penalty: 190796.203125
Splitting cluster 38 changes total score from -147459984.000000 to -147482480.000000
So it's getting split into cluster 55.
Entering ConstructFrom: 
Trying to split cluster 39 (3952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Entering Unmasked Estep 
Score: -487555.843750 Penalty: 2053.930176
	Iteration 0F: 2 clusters Score -487555.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -483701.875000 Penalty: 4107.860352
	Iteration 0F: 3 clusters Score -483701.9 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -485283.687500 Penalty: 4107.860352
	Iteration 1F: 3 clusters Score -485283.7 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -486390.531250 Penalty: 4107.860352
	Iteration 2F: 3 clusters Score -486390.5 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -487222.187500 Penalty: 4107.860352
	Iteration 3F: 3 clusters Score -487222.2 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -487616.375000 Penalty: 4107.860352
	Iteration 4F: 3 clusters Score -487616.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -487833.031250 Penalty: 4107.860352
	Iteration 5Q: 3 clusters Score -487833 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -487936.468750 Penalty: 4107.860352
	Iteration 6Q: 3 clusters Score -487936.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -487972.718750 Penalty: 4107.860352
	Iteration 7Q: 3 clusters Score -487972.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -487991.906250 Penalty: 4107.860352
	Iteration 8Q: 3 clusters Score -487991.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -488005.781250 Penalty: 4107.860352
	Iteration 9Q: 3 clusters Score -488005.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -488013.500000 Penalty: 4107.860352
	Iteration 10Q: 3 clusters Score -488013.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -488019.500000 Penalty: 4107.860352
	Iteration 11Q: 3 clusters Score -488019.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -488025.468750 Penalty: 4107.860352
	Iteration 12Q: 3 clusters Score -488025.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -488032.468750 Penalty: 4107.860352
	Iteration 13Q: 3 clusters Score -488032.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -488040.781250 Penalty: 4107.860352
	Iteration 14Q: 3 clusters Score -488040.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -488044.531250 Penalty: 4107.860352
	Iteration 15Q: 3 clusters Score -488044.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -488049.656250 Penalty: 4107.860352
	Iteration 16Q: 3 clusters Score -488049.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -488051.500000 Penalty: 4107.860352
	Iteration 17Q: 3 clusters Score -488051.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -488051.468750 Penalty: 4107.860352
	Iteration 18Q: 3 clusters Score -488051.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -488051.468750 Penalty: 4107.860352
	Iteration 19F: 3 clusters Score -488051.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 2616 members 
Mstep: Class 3 contains 4160 members 
Mstep: Class 4 contains 12167 members 
Mstep: Class 5 contains 2440 members 
Mstep: Class 6 contains 2549 members 
Mstep: Class 7 contains 1248 members 
Mstep: Class 8 contains 8048 members 
Mstep: Class 9 contains 177993 members 
Mstep: Class 10 contains 8546 members 
Mstep: Class 11 contains 4268 members 
Mstep: Class 12 contains 24373 members 
Mstep: Class 13 contains 4100 members 
Mstep: Class 14 contains 6568 members 
Mstep: Class 15 contains 196130 members 
Mstep: Class 16 contains 218191 members 
Mstep: Class 17 contains 18825 members 
Mstep: Class 18 contains 32871 members 
Mstep: Class 19 contains 268 members 
Mstep: Class 20 contains 4180 members 
Mstep: Class 21 contains 32073 members 
Mstep: Class 22 contains 40767 members 
Mstep: Class 23 contains 4452 members 
Mstep: Class 24 contains 9542 members 
Mstep: Class 25 contains 37302 members 
Mstep: Class 26 contains 37105 members 
Mstep: Class 27 contains 7235 members 
Mstep: Class 28 contains 25854 members 
Mstep: Class 29 contains 8193 members 
Mstep: Class 30 contains 25379 members 
Mstep: Class 31 contains 6886 members 
Mstep: Class 32 contains 18201 members 
Mstep: Class 33 contains 121 members 
Mstep: Class 34 contains 11620 members 
Mstep: Class 35 contains 64138 members 
Mstep: Class 36 contains 24744 members 
Mstep: Class 37 contains 7391 members 
Mstep: Class 38 contains 914 members 
Mstep: Class 39 contains 3189 members 
Mstep: Class 40 contains 2829 members 
Mstep: Class 41 contains 13491 members 
Mstep: Class 42 contains 6537 members 
Mstep: Class 43 contains 527 members 
Mstep: Class 44 contains 2842 members 
Mstep: Class 45 contains 2297 members 
Mstep: Class 46 contains 10674 members 
Mstep: Class 47 contains 501 members 
Mstep: Class 48 contains 27557 members 
Mstep: Class 49 contains 4247 members 
Mstep: Class 50 contains 649 members 
Mstep: Class 51 contains 8738 members 
Mstep: Class 52 contains 187 members 
Mstep: Class 53 contains 2183 members 
Mstep: Class 54 contains 216 members 
Mstep: Class 55 contains 1092 members 
Mstep: Class 56 contains 763 members 
Entering Unmasked Estep 
Score: -147481888.000000 Penalty: 194265.218750
Splitting cluster 39 changes total score from -147459984.000000 to -147481888.000000
So it's getting split into cluster 56.
Entering ConstructFrom: 
Trying to split cluster 40 (2829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Entering Unmasked Estep 
Score: -345813.156250 Penalty: 1971.024292
	Iteration 0F: 2 clusters Score -345813.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -342665.968750 Penalty: 3942.048584
	Iteration 0F: 3 clusters Score -342666 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -343343.375000 Penalty: 3942.048584
	Iteration 1F: 3 clusters Score -343343.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -343528.281250 Penalty: 3942.048584
	Iteration 2F: 3 clusters Score -343528.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -343651.968750 Penalty: 3942.048584
	Iteration 3F: 3 clusters Score -343652 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -343767.468750 Penalty: 3942.048584
	Iteration 4Q: 3 clusters Score -343767.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -343859.812500 Penalty: 3942.048584
	Iteration 5Q: 3 clusters Score -343859.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -343967.500000 Penalty: 3942.048584
	Iteration 6Q: 3 clusters Score -343967.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -344067.968750 Penalty: 3942.048584
	Iteration 7Q: 3 clusters Score -344068 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -344184.500000 Penalty: 3942.048584
	Iteration 8Q: 3 clusters Score -344184.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -344351.250000 Penalty: 3942.048584
	Iteration 9Q: 3 clusters Score -344351.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -344490.718750 Penalty: 3942.048584
	Iteration 10Q: 3 clusters Score -344490.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -344592.375000 Penalty: 3942.048584
	Iteration 11Q: 3 clusters Score -344592.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -344683.718750 Penalty: 3942.048584
	Iteration 12Q: 3 clusters Score -344683.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -344773.187500 Penalty: 3942.048584
	Iteration 13Q: 3 clusters Score -344773.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -344817.468750 Penalty: 3942.048584
	Iteration 14Q: 3 clusters Score -344817.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -344845.062500 Penalty: 3942.048584
	Iteration 15Q: 3 clusters Score -344845.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -344865.156250 Penalty: 3942.048584
	Iteration 16Q: 3 clusters Score -344865.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -344878.656250 Penalty: 3942.048584
	Iteration 17Q: 3 clusters Score -344878.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -344888.656250 Penalty: 3942.048584
	Iteration 18Q: 3 clusters Score -344888.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -344896.468750 Penalty: 3942.048584
	Iteration 19Q: 3 clusters Score -344896.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -344906.187500 Penalty: 3942.048584
	Iteration 20F: 3 clusters Score -344906.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -344913.687500 Penalty: 3942.048584
	Iteration 21Q: 3 clusters Score -344913.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -344916.968750 Penalty: 3942.048584
	Iteration 22Q: 3 clusters Score -344917 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -344917.812500 Penalty: 3942.048584
	Iteration 23Q: 3 clusters Score -344917.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -344918.468750 Penalty: 3942.048584
	Iteration 24Q: 3 clusters Score -344918.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -344918.687500 Penalty: 3942.048584
	Iteration 25Q: 3 clusters Score -344918.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -344919.906250 Penalty: 3942.048584
	Iteration 26Q: 3 clusters Score -344919.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -344919.468750 Penalty: 3942.048584
	Iteration 27Q: 3 clusters Score -344919.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -344919.468750 Penalty: 3942.048584
	Iteration 28F: 3 clusters Score -344919.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (13491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13491 members 
Entering Unmasked Estep 
Score: -1768325.750000 Penalty: 2358.425049
	Iteration 0F: 2 clusters Score -1768326 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -1758405.625000 Penalty: 4716.850098
	Iteration 0F: 3 clusters Score -1758406 nChanged 5799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -1761457.750000 Penalty: 4716.850098
	Iteration 1F: 3 clusters Score -1761458 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -1761771.000000 Penalty: 4716.850098
	Iteration 2F: 3 clusters Score -1761771 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -1761999.875000 Penalty: 4716.850098
	Iteration 3Q: 3 clusters Score -1762000 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -1762199.875000 Penalty: 4716.850098
	Iteration 4Q: 3 clusters Score -1762200 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -1762418.875000 Penalty: 4716.850098
	Iteration 5Q: 3 clusters Score -1762419 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -1762665.125000 Penalty: 4716.850098
	Iteration 6Q: 3 clusters Score -1762665 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -1762956.375000 Penalty: 4716.850098
	Iteration 7Q: 3 clusters Score -1762956 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -1763336.000000 Penalty: 4716.850098
	Iteration 8Q: 3 clusters Score -1763336 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10326 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -1763800.000000 Penalty: 4716.850098
	Iteration 9Q: 3 clusters Score -1763800 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11008 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -1764330.125000 Penalty: 4716.850098
	Iteration 10F: 3 clusters Score -1764330 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11608 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -1764805.000000 Penalty: 4716.850098
	Iteration 11Q: 3 clusters Score -1764805 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12105 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -1765216.000000 Penalty: 4716.850098
	Iteration 12Q: 3 clusters Score -1765216 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12478 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -1765527.500000 Penalty: 4716.850098
	Iteration 13Q: 3 clusters Score -1765528 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12726 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1765746.750000 Penalty: 4716.850098
	Iteration 14Q: 3 clusters Score -1765747 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12879 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1765898.000000 Penalty: 4716.850098
	Iteration 15Q: 3 clusters Score -1765898 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12990 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -1766015.000000 Penalty: 4716.850098
	Iteration 16Q: 3 clusters Score -1766015 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13053 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -1766098.375000 Penalty: 4716.850098
	Iteration 17Q: 3 clusters Score -1766098 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13102 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -1766165.250000 Penalty: 4716.850098
	Iteration 18Q: 3 clusters Score -1766165 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13132 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -1766205.000000 Penalty: 4716.850098
	Iteration 19Q: 3 clusters Score -1766205 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13153 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -1766229.625000 Penalty: 4716.850098
	Iteration 20F: 3 clusters Score -1766230 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13160 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -1766239.125000 Penalty: 4716.850098
	Iteration 21Q: 3 clusters Score -1766239 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13167 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -1766247.250000 Penalty: 4716.850098
	Iteration 22Q: 3 clusters Score -1766247 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13174 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -1766254.875000 Penalty: 4716.850098
	Iteration 23Q: 3 clusters Score -1766255 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13180 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -1766260.750000 Penalty: 4716.850098
	Iteration 24Q: 3 clusters Score -1766261 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13186 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -1766269.125000 Penalty: 4716.850098
	Iteration 25Q: 3 clusters Score -1766269 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13193 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -1766281.375000 Penalty: 4716.850098
	Iteration 26Q: 3 clusters Score -1766281 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13200 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -1766288.250000 Penalty: 4716.850098
	Iteration 27Q: 3 clusters Score -1766288 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13206 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -1766291.500000 Penalty: 4716.850098
	Iteration 28Q: 3 clusters Score -1766292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13208 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -1766292.750000 Penalty: 4716.850098
	Iteration 29Q: 3 clusters Score -1766293 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13211 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -1766297.500000 Penalty: 4716.850098
	Iteration 30Q: 3 clusters Score -1766298 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13216 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -1766305.250000 Penalty: 4716.850098
	Iteration 31Q: 3 clusters Score -1766305 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13216 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -1766306.625000 Penalty: 4716.850098
	Iteration 32Q: 3 clusters Score -1766307 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13215 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -1766306.125000 Penalty: 4716.850098
	Iteration 33Q: 3 clusters Score -1766306 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13215 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -1766311.000000 Penalty: 4716.850098
	Iteration 34Q: 3 clusters Score -1766311 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13216 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -1766312.750000 Penalty: 4716.850098
	Iteration 35Q: 3 clusters Score -1766313 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13216 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -1766313.625000 Penalty: 4716.850098
	Iteration 36Q: 3 clusters Score -1766314 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13216 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -1766313.625000 Penalty: 4716.850098
	Iteration 37F: 3 clusters Score -1766314 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (6537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Entering Unmasked Estep 
Score: -826686.687500 Penalty: 2178.737793
	Iteration 0F: 2 clusters Score -826686.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -821206.812500 Penalty: 4357.475586
	Iteration 0F: 3 clusters Score -821206.8 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -822664.875000 Penalty: 4357.475586
	Iteration 1F: 3 clusters Score -822664.9 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -822949.750000 Penalty: 4357.475586
	Iteration 2F: 3 clusters Score -822949.8 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -823162.687500 Penalty: 4357.475586
	Iteration 3F: 3 clusters Score -823162.7 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -823334.812500 Penalty: 4357.475586
	Iteration 4Q: 3 clusters Score -823334.8 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -823505.187500 Penalty: 4357.475586
	Iteration 5Q: 3 clusters Score -823505.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -823616.875000 Penalty: 4357.475586
	Iteration 6Q: 3 clusters Score -823616.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -823712.062500 Penalty: 4357.475586
	Iteration 7Q: 3 clusters Score -823712.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -823805.875000 Penalty: 4357.475586
	Iteration 8Q: 3 clusters Score -823805.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -823889.375000 Penalty: 4357.475586
	Iteration 9Q: 3 clusters Score -823889.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -823959.875000 Penalty: 4357.475586
	Iteration 10Q: 3 clusters Score -823959.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -824020.500000 Penalty: 4357.475586
	Iteration 11Q: 3 clusters Score -824020.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -824081.312500 Penalty: 4357.475586
	Iteration 12Q: 3 clusters Score -824081.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -824131.437500 Penalty: 4357.475586
	Iteration 13Q: 3 clusters Score -824131.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -824171.250000 Penalty: 4357.475586
	Iteration 14Q: 3 clusters Score -824171.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -824214.125000 Penalty: 4357.475586
	Iteration 15Q: 3 clusters Score -824214.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -824261.500000 Penalty: 4357.475586
	Iteration 16Q: 3 clusters Score -824261.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -824307.062500 Penalty: 4357.475586
	Iteration 17Q: 3 clusters Score -824307.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -824354.250000 Penalty: 4357.475586
	Iteration 18Q: 3 clusters Score -824354.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -824401.062500 Penalty: 4357.475586
	Iteration 19Q: 3 clusters Score -824401.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -824458.375000 Penalty: 4357.475586
	Iteration 20F: 3 clusters Score -824458.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -824533.562500 Penalty: 4357.475586
	Iteration 21Q: 3 clusters Score -824533.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -824659.937500 Penalty: 4357.475586
	Iteration 22Q: 3 clusters Score -824659.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -824786.625000 Penalty: 4357.475586
	Iteration 23Q: 3 clusters Score -824786.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -824887.625000 Penalty: 4357.475586
	Iteration 24Q: 3 clusters Score -824887.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -824951.687500 Penalty: 4357.475586
	Iteration 25Q: 3 clusters Score -824951.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -824992.687500 Penalty: 4357.475586
	Iteration 26Q: 3 clusters Score -824992.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -825028.812500 Penalty: 4357.475586
	Iteration 27Q: 3 clusters Score -825028.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -825057.187500 Penalty: 4357.475586
	Iteration 28Q: 3 clusters Score -825057.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -825081.062500 Penalty: 4357.475586
	Iteration 29Q: 3 clusters Score -825081.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -825096.250000 Penalty: 4357.475586
	Iteration 30Q: 3 clusters Score -825096.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -825107.312500 Penalty: 4357.475586
	Iteration 31Q: 3 clusters Score -825107.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -825122.812500 Penalty: 4357.475586
	Iteration 32Q: 3 clusters Score -825122.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -825131.375000 Penalty: 4357.475586
	Iteration 33Q: 3 clusters Score -825131.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -825137.250000 Penalty: 4357.475586
	Iteration 34Q: 3 clusters Score -825137.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -825144.062500 Penalty: 4357.475586
	Iteration 35Q: 3 clusters Score -825144.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -825151.625000 Penalty: 4357.475586
	Iteration 36Q: 3 clusters Score -825151.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -825157.062500 Penalty: 4357.475586
	Iteration 37Q: 3 clusters Score -825157.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -825162.625000 Penalty: 4357.475586
	Iteration 38Q: 3 clusters Score -825162.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -825167.562500 Penalty: 4357.475586
	Iteration 39Q: 3 clusters Score -825167.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -825172.812500 Penalty: 4357.475586
	Iteration 40F: 3 clusters Score -825172.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -825180.250000 Penalty: 4357.475586
	Iteration 41Q: 3 clusters Score -825180.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -825181.375000 Penalty: 4357.475586
	Iteration 42Q: 3 clusters Score -825181.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -825185.937500 Penalty: 4357.475586
	Iteration 43Q: 3 clusters Score -825185.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -825192.812500 Penalty: 4357.475586
	Iteration 44Q: 3 clusters Score -825192.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -825201.562500 Penalty: 4357.475586
	Iteration 45Q: 3 clusters Score -825201.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -825210.875000 Penalty: 4357.475586
	Iteration 46Q: 3 clusters Score -825210.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -825217.687500 Penalty: 4357.475586
	Iteration 47Q: 3 clusters Score -825217.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -825224.687500 Penalty: 4357.475586
	Iteration 48Q: 3 clusters Score -825224.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -825231.125000 Penalty: 4357.475586
	Iteration 49Q: 3 clusters Score -825231.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -825233.812500 Penalty: 4357.475586
	Iteration 50Q: 3 clusters Score -825233.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -825235.125000 Penalty: 4357.475586
	Iteration 51Q: 3 clusters Score -825235.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -825237.562500 Penalty: 4357.475586
	Iteration 52Q: 3 clusters Score -825237.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -825239.062500 Penalty: 4357.475586
	Iteration 53Q: 3 clusters Score -825239.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -825238.562500 Penalty: 4357.475586
	Iteration 54Q: 3 clusters Score -825238.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -825239.125000 Penalty: 4357.475586
	Iteration 55Q: 3 clusters Score -825239.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -825239.125000 Penalty: 4357.475586
	Iteration 56F: 3 clusters Score -825239.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Entering Unmasked Estep 
Score: -32280.232422 Penalty: 1554.265747
	Iteration 0F: 2 clusters Score -32280.23 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 279 members 
Entering Unmasked Estep 
Score: -30983.394531 Penalty: 3108.531494
	Iteration 0F: 3 clusters Score -30983.39 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -31386.876953 Penalty: 3108.531494
	Iteration 1F: 3 clusters Score -31386.88 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -31593.316406 Penalty: 3108.531494
	Iteration 2F: 3 clusters Score -31593.32 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -31872.025391 Penalty: 3108.531494
	Iteration 3F: 3 clusters Score -31872.03 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -32041.140625 Penalty: 3108.531494
	Iteration 4F: 3 clusters Score -32041.14 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -32100.488281 Penalty: 3108.531494
	Iteration 5Q: 3 clusters Score -32100.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -32113.101562 Penalty: 3108.531494
	Iteration 6Q: 3 clusters Score -32113.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -32126.679688 Penalty: 3108.531494
	Iteration 7Q: 3 clusters Score -32126.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -32131.083984 Penalty: 3108.531494
	Iteration 8Q: 3 clusters Score -32131.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -32148.458984 Penalty: 3108.531494
	Iteration 9Q: 3 clusters Score -32148.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -32156.306641 Penalty: 3108.531494
	Iteration 10Q: 3 clusters Score -32156.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -32159.541016 Penalty: 3108.531494
	Iteration 11Q: 3 clusters Score -32159.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -32161.816406 Penalty: 3108.531494
	Iteration 12Q: 3 clusters Score -32161.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -32161.816406 Penalty: 3108.531494
	Iteration 13F: 3 clusters Score -32161.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (2842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Entering Unmasked Estep 
Score: -353867.500000 Penalty: 1972.161255
	Iteration 0F: 2 clusters Score -353867.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -350715.500000 Penalty: 3944.322510
	Iteration 0F: 3 clusters Score -350715.5 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -351277.218750 Penalty: 3944.322510
	Iteration 1F: 3 clusters Score -351277.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -351410.093750 Penalty: 3944.322510
	Iteration 2F: 3 clusters Score -351410.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -351506.906250 Penalty: 3944.322510
	Iteration 3Q: 3 clusters Score -351506.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -351583.343750 Penalty: 3944.322510
	Iteration 4Q: 3 clusters Score -351583.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -351634.875000 Penalty: 3944.322510
	Iteration 5Q: 3 clusters Score -351634.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -351689.000000 Penalty: 3944.322510
	Iteration 6Q: 3 clusters Score -351689 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -351737.875000 Penalty: 3944.322510
	Iteration 7Q: 3 clusters Score -351737.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -351778.281250 Penalty: 3944.322510
	Iteration 8Q: 3 clusters Score -351778.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -351808.406250 Penalty: 3944.322510
	Iteration 9Q: 3 clusters Score -351808.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -351834.687500 Penalty: 3944.322510
	Iteration 10Q: 3 clusters Score -351834.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -351856.281250 Penalty: 3944.322510
	Iteration 11Q: 3 clusters Score -351856.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -351873.312500 Penalty: 3944.322510
	Iteration 12Q: 3 clusters Score -351873.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -351890.000000 Penalty: 3944.322510
	Iteration 13Q: 3 clusters Score -351890 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -351901.156250 Penalty: 3944.322510
	Iteration 14Q: 3 clusters Score -351901.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -351916.500000 Penalty: 3944.322510
	Iteration 15Q: 3 clusters Score -351916.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -351927.343750 Penalty: 3944.322510
	Iteration 16Q: 3 clusters Score -351927.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -351936.656250 Penalty: 3944.322510
	Iteration 17Q: 3 clusters Score -351936.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -351953.656250 Penalty: 3944.322510
	Iteration 18Q: 3 clusters Score -351953.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -351971.593750 Penalty: 3944.322510
	Iteration 19Q: 3 clusters Score -351971.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -351987.625000 Penalty: 3944.322510
	Iteration 20F: 3 clusters Score -351987.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -352004.687500 Penalty: 3944.322510
	Iteration 21Q: 3 clusters Score -352004.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -352016.937500 Penalty: 3944.322510
	Iteration 22Q: 3 clusters Score -352016.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -352027.625000 Penalty: 3944.322510
	Iteration 23Q: 3 clusters Score -352027.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -352036.781250 Penalty: 3944.322510
	Iteration 24Q: 3 clusters Score -352036.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -352044.781250 Penalty: 3944.322510
	Iteration 25Q: 3 clusters Score -352044.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -352050.593750 Penalty: 3944.322510
	Iteration 26Q: 3 clusters Score -352050.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -352055.468750 Penalty: 3944.322510
	Iteration 27Q: 3 clusters Score -352055.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -352061.187500 Penalty: 3944.322510
	Iteration 28Q: 3 clusters Score -352061.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -352065.031250 Penalty: 3944.322510
	Iteration 29Q: 3 clusters Score -352065 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -352070.343750 Penalty: 3944.322510
	Iteration 30Q: 3 clusters Score -352070.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -352076.812500 Penalty: 3944.322510
	Iteration 31Q: 3 clusters Score -352076.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -352084.218750 Penalty: 3944.322510
	Iteration 32Q: 3 clusters Score -352084.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -352093.718750 Penalty: 3944.322510
	Iteration 33Q: 3 clusters Score -352093.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -352106.375000 Penalty: 3944.322510
	Iteration 34Q: 3 clusters Score -352106.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -352118.781250 Penalty: 3944.322510
	Iteration 35Q: 3 clusters Score -352118.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -352127.218750 Penalty: 3944.322510
	Iteration 36Q: 3 clusters Score -352127.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -352132.343750 Penalty: 3944.322510
	Iteration 37Q: 3 clusters Score -352132.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -352138.093750 Penalty: 3944.322510
	Iteration 38Q: 3 clusters Score -352138.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -352149.156250 Penalty: 3944.322510
	Iteration 39Q: 3 clusters Score -352149.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -352158.843750 Penalty: 3944.322510
	Iteration 40F: 3 clusters Score -352158.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -352169.781250 Penalty: 3944.322510
	Iteration 41Q: 3 clusters Score -352169.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -352176.406250 Penalty: 3944.322510
	Iteration 42Q: 3 clusters Score -352176.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -352182.437500 Penalty: 3944.322510
	Iteration 43Q: 3 clusters Score -352182.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -352189.625000 Penalty: 3944.322510
	Iteration 44Q: 3 clusters Score -352189.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -352194.312500 Penalty: 3944.322510
	Iteration 45Q: 3 clusters Score -352194.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -352198.906250 Penalty: 3944.322510
	Iteration 46Q: 3 clusters Score -352198.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -352204.968750 Penalty: 3944.322510
	Iteration 47Q: 3 clusters Score -352205 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -352207.625000 Penalty: 3944.322510
	Iteration 48Q: 3 clusters Score -352207.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -352210.781250 Penalty: 3944.322510
	Iteration 49Q: 3 clusters Score -352210.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -352212.312500 Penalty: 3944.322510
	Iteration 50Q: 3 clusters Score -352212.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -352213.656250 Penalty: 3944.322510
	Iteration 51Q: 3 clusters Score -352213.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -352215.531250 Penalty: 3944.322510
	Iteration 52Q: 3 clusters Score -352215.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -352215.312500 Penalty: 3944.322510
	Iteration 53Q: 3 clusters Score -352215.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -352217.468750 Penalty: 3944.322510
	Iteration 54Q: 3 clusters Score -352217.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -352219.687500 Penalty: 3944.322510
	Iteration 55Q: 3 clusters Score -352219.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -352223.781250 Penalty: 3944.322510
	Iteration 56Q: 3 clusters Score -352223.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -352226.625000 Penalty: 3944.322510
	Iteration 57Q: 3 clusters Score -352226.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -352230.937500 Penalty: 3944.322510
	Iteration 58Q: 3 clusters Score -352230.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -352234.625000 Penalty: 3944.322510
	Iteration 59Q: 3 clusters Score -352234.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -352239.750000 Penalty: 3944.322510
	Iteration 60F: 3 clusters Score -352239.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -352244.343750 Penalty: 3944.322510
	Iteration 61Q: 3 clusters Score -352244.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -352246.312500 Penalty: 3944.322510
	Iteration 62Q: 3 clusters Score -352246.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -352250.312500 Penalty: 3944.322510
	Iteration 63Q: 3 clusters Score -352250.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -352255.312500 Penalty: 3944.322510
	Iteration 64Q: 3 clusters Score -352255.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -352260.218750 Penalty: 3944.322510
	Iteration 65Q: 3 clusters Score -352260.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -352264.312500 Penalty: 3944.322510
	Iteration 66Q: 3 clusters Score -352264.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -352267.937500 Penalty: 3944.322510
	Iteration 67Q: 3 clusters Score -352267.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -352272.812500 Penalty: 3944.322510
	Iteration 68Q: 3 clusters Score -352272.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -352278.406250 Penalty: 3944.322510
	Iteration 69Q: 3 clusters Score -352278.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -352284.968750 Penalty: 3944.322510
	Iteration 70Q: 3 clusters Score -352285 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -352294.468750 Penalty: 3944.322510
	Iteration 71Q: 3 clusters Score -352294.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -352304.781250 Penalty: 3944.322510
	Iteration 72Q: 3 clusters Score -352304.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -352313.968750 Penalty: 3944.322510
	Iteration 73Q: 3 clusters Score -352314 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -352320.531250 Penalty: 3944.322510
	Iteration 74Q: 3 clusters Score -352320.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -352324.750000 Penalty: 3944.322510
	Iteration 75Q: 3 clusters Score -352324.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -352325.625000 Penalty: 3944.322510
	Iteration 76Q: 3 clusters Score -352325.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -352327.031250 Penalty: 3944.322510
	Iteration 77Q: 3 clusters Score -352327 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -352327.250000 Penalty: 3944.322510
	Iteration 78Q: 3 clusters Score -352327.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -352327.250000 Penalty: 3944.322510
	Iteration 79F: 3 clusters Score -352327.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (2297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Entering Unmasked Estep 
Score: -308787.468750 Penalty: 1919.361084
	Iteration 0F: 2 clusters Score -308787.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -306485.781250 Penalty: 3838.722168
	Iteration 0F: 3 clusters Score -306485.8 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -311985.625000 Penalty: 3838.722168
	Iteration 1F: 3 clusters Score -311985.6 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -316499.281250 Penalty: 3838.722168
	Iteration 2F: 3 clusters Score -316499.3 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -318642.593750 Penalty: 3838.722168
	Iteration 3F: 3 clusters Score -318642.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -319143.781250 Penalty: 3838.722168
	Iteration 4Q: 3 clusters Score -319143.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -319215.250000 Penalty: 3838.722168
	Iteration 5Q: 3 clusters Score -319215.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -319322.718750 Penalty: 3838.722168
	Iteration 6Q: 3 clusters Score -319322.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -319466.750000 Penalty: 3838.722168
	Iteration 7Q: 3 clusters Score -319466.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -319490.343750 Penalty: 3838.722168
	Iteration 8Q: 3 clusters Score -319490.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -319490.343750 Penalty: 3838.722168
	Iteration 9F: 3 clusters Score -319490.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 2616 members 
Mstep: Class 3 contains 4160 members 
Mstep: Class 4 contains 12167 members 
Mstep: Class 5 contains 2440 members 
Mstep: Class 6 contains 2549 members 
Mstep: Class 7 contains 1248 members 
Mstep: Class 8 contains 8048 members 
Mstep: Class 9 contains 177993 members 
Mstep: Class 10 contains 8546 members 
Mstep: Class 11 contains 4268 members 
Mstep: Class 12 contains 24373 members 
Mstep: Class 13 contains 4100 members 
Mstep: Class 14 contains 6568 members 
Mstep: Class 15 contains 196130 members 
Mstep: Class 16 contains 218191 members 
Mstep: Class 17 contains 18825 members 
Mstep: Class 18 contains 32871 members 
Mstep: Class 19 contains 268 members 
Mstep: Class 20 contains 4180 members 
Mstep: Class 21 contains 32073 members 
Mstep: Class 22 contains 40767 members 
Mstep: Class 23 contains 4452 members 
Mstep: Class 24 contains 9542 members 
Mstep: Class 25 contains 37302 members 
Mstep: Class 26 contains 37105 members 
Mstep: Class 27 contains 7235 members 
Mstep: Class 28 contains 25854 members 
Mstep: Class 29 contains 8193 members 
Mstep: Class 30 contains 25379 members 
Mstep: Class 31 contains 6886 members 
Mstep: Class 32 contains 18201 members 
Mstep: Class 33 contains 121 members 
Mstep: Class 34 contains 11620 members 
Mstep: Class 35 contains 64138 members 
Mstep: Class 36 contains 24744 members 
Mstep: Class 37 contains 7391 members 
Mstep: Class 38 contains 914 members 
Mstep: Class 39 contains 3189 members 
Mstep: Class 40 contains 2829 members 
Mstep: Class 41 contains 13491 members 
Mstep: Class 42 contains 6537 members 
Mstep: Class 43 contains 527 members 
Mstep: Class 44 contains 2842 members 
Mstep: Class 45 contains 862 members 
Mstep: Class 46 contains 10674 members 
Mstep: Class 47 contains 501 members 
Mstep: Class 48 contains 27557 members 
Mstep: Class 49 contains 4247 members 
Mstep: Class 50 contains 649 members 
Mstep: Class 51 contains 8738 members 
Mstep: Class 52 contains 187 members 
Mstep: Class 53 contains 2183 members 
Mstep: Class 54 contains 216 members 
Mstep: Class 55 contains 1092 members 
Mstep: Class 56 contains 763 members 
Mstep: Class 57 contains 1435 members 
Entering Unmasked Estep 
Score: -147490688.000000 Penalty: 197734.250000
Splitting cluster 45 changes total score from -147459984.000000 to -147490688.000000
So it's getting split into cluster 57.
Entering ConstructFrom: 
Trying to split cluster 46 (10674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10674 members 
Entering Unmasked Estep 
Score: -1344782.375000 Penalty: 2300.340332
	Iteration 0F: 2 clusters Score -1344782 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -1336649.250000 Penalty: 4600.680664
	Iteration 0F: 3 clusters Score -1336649 nChanged 4453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -1339040.250000 Penalty: 4600.680664
	Iteration 1F: 3 clusters Score -1339040 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -1339411.500000 Penalty: 4600.680664
	Iteration 2F: 3 clusters Score -1339412 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -1339722.250000 Penalty: 4600.680664
	Iteration 3F: 3 clusters Score -1339722 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -1339974.250000 Penalty: 4600.680664
	Iteration 4Q: 3 clusters Score -1339974 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -1340206.000000 Penalty: 4600.680664
	Iteration 5Q: 3 clusters Score -1340206 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -1340424.000000 Penalty: 4600.680664
	Iteration 6Q: 3 clusters Score -1340424 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -1340666.125000 Penalty: 4600.680664
	Iteration 7Q: 3 clusters Score -1340666 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -1340960.750000 Penalty: 4600.680664
	Iteration 8Q: 3 clusters Score -1340961 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -1341203.125000 Penalty: 4600.680664
	Iteration 9Q: 3 clusters Score -1341203 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -1341450.875000 Penalty: 4600.680664
	Iteration 10Q: 3 clusters Score -1341451 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -1341671.875000 Penalty: 4600.680664
	Iteration 11Q: 3 clusters Score -1341672 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -1341864.250000 Penalty: 4600.680664
	Iteration 12Q: 3 clusters Score -1341864 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -1342013.875000 Penalty: 4600.680664
	Iteration 13Q: 3 clusters Score -1342014 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -1342139.375000 Penalty: 4600.680664
	Iteration 14Q: 3 clusters Score -1342139 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8926 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -1342260.125000 Penalty: 4600.680664
	Iteration 15Q: 3 clusters Score -1342260 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -1342369.125000 Penalty: 4600.680664
	Iteration 16Q: 3 clusters Score -1342369 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -1342466.875000 Penalty: 4600.680664
	Iteration 17Q: 3 clusters Score -1342467 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -1342563.625000 Penalty: 4600.680664
	Iteration 18Q: 3 clusters Score -1342564 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -1342652.750000 Penalty: 4600.680664
	Iteration 19Q: 3 clusters Score -1342653 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9607 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -1342727.500000 Penalty: 4600.680664
	Iteration 20F: 3 clusters Score -1342728 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -1342809.375000 Penalty: 4600.680664
	Iteration 21Q: 3 clusters Score -1342809 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -1342870.625000 Penalty: 4600.680664
	Iteration 22Q: 3 clusters Score -1342871 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9837 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -1342929.375000 Penalty: 4600.680664
	Iteration 23Q: 3 clusters Score -1342929 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -1342970.375000 Penalty: 4600.680664
	Iteration 24Q: 3 clusters Score -1342970 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9929 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -1343000.375000 Penalty: 4600.680664
	Iteration 25Q: 3 clusters Score -1343000 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9961 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -1343022.750000 Penalty: 4600.680664
	Iteration 26Q: 3 clusters Score -1343023 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -1343035.750000 Penalty: 4600.680664
	Iteration 27Q: 3 clusters Score -1343036 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10002 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -1343050.750000 Penalty: 4600.680664
	Iteration 28Q: 3 clusters Score -1343051 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10016 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1343060.875000 Penalty: 4600.680664
	Iteration 29Q: 3 clusters Score -1343061 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -1343071.625000 Penalty: 4600.680664
	Iteration 30Q: 3 clusters Score -1343072 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10047 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -1343078.250000 Penalty: 4600.680664
	Iteration 31Q: 3 clusters Score -1343078 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10058 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1343085.000000 Penalty: 4600.680664
	Iteration 32Q: 3 clusters Score -1343085 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10066 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -1343087.625000 Penalty: 4600.680664
	Iteration 33Q: 3 clusters Score -1343088 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -1343091.750000 Penalty: 4600.680664
	Iteration 34Q: 3 clusters Score -1343092 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10080 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1343098.875000 Penalty: 4600.680664
	Iteration 35Q: 3 clusters Score -1343099 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10082 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -1343098.250000 Penalty: 4600.680664
	Iteration 36Q: 3 clusters Score -1343098 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -1343099.875000 Penalty: 4600.680664
	Iteration 37Q: 3 clusters Score -1343100 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -1343099.125000 Penalty: 4600.680664
	Iteration 38Q: 3 clusters Score -1343099 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -1343103.625000 Penalty: 4600.680664
	Iteration 39Q: 3 clusters Score -1343104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10089 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -1343104.750000 Penalty: 4600.680664
	Iteration 40F: 3 clusters Score -1343105 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10092 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -1343107.500000 Penalty: 4600.680664
	Iteration 41Q: 3 clusters Score -1343108 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10095 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -1343109.250000 Penalty: 4600.680664
	Iteration 42Q: 3 clusters Score -1343109 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10099 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1343111.375000 Penalty: 4600.680664
	Iteration 43Q: 3 clusters Score -1343111 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -1343116.000000 Penalty: 4600.680664
	Iteration 44Q: 3 clusters Score -1343116 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10114 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1343121.125000 Penalty: 4600.680664
	Iteration 45Q: 3 clusters Score -1343121 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1343125.750000 Penalty: 4600.680664
	Iteration 46Q: 3 clusters Score -1343126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10122 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1343126.250000 Penalty: 4600.680664
	Iteration 47Q: 3 clusters Score -1343126 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10127 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1343130.375000 Penalty: 4600.680664
	Iteration 48Q: 3 clusters Score -1343130 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1343131.500000 Penalty: 4600.680664
	Iteration 49Q: 3 clusters Score -1343132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1343133.375000 Penalty: 4600.680664
	Iteration 50Q: 3 clusters Score -1343133 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -1343134.625000 Penalty: 4600.680664
	Iteration 51Q: 3 clusters Score -1343135 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -1343134.625000 Penalty: 4600.680664
	Iteration 52F: 3 clusters Score -1343135 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Entering Unmasked Estep 
Score: -45866.546875 Penalty: 1541.718262
	Iteration 0F: 2 clusters Score -45866.55 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 254 members 
Entering Unmasked Estep 
Score: -44476.613281 Penalty: 3083.436523
	Iteration 0F: 3 clusters Score -44476.61 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -44745.855469 Penalty: 3083.436523
	Iteration 1F: 3 clusters Score -44745.86 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -44855.738281 Penalty: 3083.436523
	Iteration 2F: 3 clusters Score -44855.74 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -44952.808594 Penalty: 3083.436523
	Iteration 3F: 3 clusters Score -44952.81 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -45119.933594 Penalty: 3083.436523
	Iteration 4F: 3 clusters Score -45119.93 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -45396.636719 Penalty: 3083.436523
	Iteration 5F: 3 clusters Score -45396.64 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -45674.593750 Penalty: 3083.436523
	Iteration 6F: 3 clusters Score -45674.59 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -45879.949219 Penalty: 3083.436523
	Iteration 7F: 3 clusters Score -45879.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -45943.492188 Penalty: 3083.436523
	Iteration 8Q: 3 clusters Score -45943.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -45990.476562 Penalty: 3083.436523
	Iteration 9Q: 3 clusters Score -45990.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -46027.984375 Penalty: 3083.436523
	Iteration 10Q: 3 clusters Score -46027.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -46035.113281 Penalty: 3083.436523
	Iteration 11Q: 3 clusters Score -46035.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -46052.031250 Penalty: 3083.436523
	Iteration 12Q: 3 clusters Score -46052.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -46071.343750 Penalty: 3083.436523
	Iteration 13Q: 3 clusters Score -46071.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -46082.492188 Penalty: 3083.436523
	Iteration 14Q: 3 clusters Score -46082.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -46100.425781 Penalty: 3083.436523
	Iteration 15Q: 3 clusters Score -46100.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -46142.546875 Penalty: 3083.436523
	Iteration 16Q: 3 clusters Score -46142.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -46146.253906 Penalty: 3083.436523
	Iteration 17Q: 3 clusters Score -46146.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -46148.179688 Penalty: 3083.436523
	Iteration 18Q: 3 clusters Score -46148.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -46152.335938 Penalty: 3083.436523
	Iteration 19F: 3 clusters Score -46152.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -46182.039062 Penalty: 3083.436523
	Iteration 20F: 3 clusters Score -46182.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -46193.843750 Penalty: 3083.436523
	Iteration 21Q: 3 clusters Score -46193.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -46217.445312 Penalty: 3083.436523
	Iteration 22Q: 3 clusters Score -46217.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -46226.078125 Penalty: 3083.436523
	Iteration 23Q: 3 clusters Score -46226.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -46233.066406 Penalty: 3083.436523
	Iteration 24Q: 3 clusters Score -46233.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -46233.066406 Penalty: 3083.436523
	Iteration 25F: 3 clusters Score -46233.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 2616 members 
Mstep: Class 3 contains 4160 members 
Mstep: Class 4 contains 12167 members 
Mstep: Class 5 contains 2440 members 
Mstep: Class 6 contains 2549 members 
Mstep: Class 7 contains 1248 members 
Mstep: Class 8 contains 8048 members 
Mstep: Class 9 contains 177993 members 
Mstep: Class 10 contains 8546 members 
Mstep: Class 11 contains 4268 members 
Mstep: Class 12 contains 24373 members 
Mstep: Class 13 contains 4100 members 
Mstep: Class 14 contains 6568 members 
Mstep: Class 15 contains 196130 members 
Mstep: Class 16 contains 218191 members 
Mstep: Class 17 contains 18825 members 
Mstep: Class 18 contains 32871 members 
Mstep: Class 19 contains 268 members 
Mstep: Class 20 contains 4180 members 
Mstep: Class 21 contains 32073 members 
Mstep: Class 22 contains 40767 members 
Mstep: Class 23 contains 4452 members 
Mstep: Class 24 contains 9542 members 
Mstep: Class 25 contains 37302 members 
Mstep: Class 26 contains 37105 members 
Mstep: Class 27 contains 7235 members 
Mstep: Class 28 contains 25854 members 
Mstep: Class 29 contains 8193 members 
Mstep: Class 30 contains 25379 members 
Mstep: Class 31 contains 6886 members 
Mstep: Class 32 contains 18201 members 
Mstep: Class 33 contains 121 members 
Mstep: Class 34 contains 11620 members 
Mstep: Class 35 contains 64138 members 
Mstep: Class 36 contains 24744 members 
Mstep: Class 37 contains 7391 members 
Mstep: Class 38 contains 914 members 
Mstep: Class 39 contains 3189 members 
Mstep: Class 40 contains 2829 members 
Mstep: Class 41 contains 13491 members 
Mstep: Class 42 contains 6537 members 
Mstep: Class 43 contains 527 members 
Mstep: Class 44 contains 2842 members 
Mstep: Class 45 contains 862 members 
Mstep: Class 46 contains 10674 members 
Mstep: Class 47 contains 232 members 
Mstep: Class 48 contains 27557 members 
Mstep: Class 49 contains 4247 members 
Mstep: Class 50 contains 649 members 
Mstep: Class 51 contains 8738 members 
Mstep: Class 52 contains 187 members 
Mstep: Class 53 contains 2183 members 
Mstep: Class 54 contains 216 members 
Mstep: Class 55 contains 1092 members 
Mstep: Class 56 contains 763 members 
Mstep: Class 57 contains 1435 members 
Mstep: Class 58 contains 269 members 
Entering Unmasked Estep 
Score: -147489024.000000 Penalty: 201203.265625
Splitting cluster 47 changes total score from -147459984.000000 to -147489024.000000
So it's getting split into cluster 58.
Entering ConstructFrom: 
Trying to split cluster 48 (27557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27557 members 
Entering Unmasked Estep 
Score: -3508449.750000 Penalty: 2535.554932
	Iteration 0F: 2 clusters Score -3508450 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13842 members 
Mstep: Class 2 contains 13715 members 
Entering Unmasked Estep 
Score: -3489478.250000 Penalty: 5071.109863
	Iteration 0F: 3 clusters Score -3489478 nChanged 12389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14415 members 
Mstep: Class 2 contains 13142 members 
Entering Unmasked Estep 
Score: -3496149.250000 Penalty: 5071.109863
	Iteration 1F: 3 clusters Score -3496149 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14720 members 
Mstep: Class 2 contains 12837 members 
Entering Unmasked Estep 
Score: -3496673.750000 Penalty: 5071.109863
	Iteration 2Q: 3 clusters Score -3496674 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15122 members 
Mstep: Class 2 contains 12435 members 
Entering Unmasked Estep 
Score: -3497188.500000 Penalty: 5071.109863
	Iteration 3Q: 3 clusters Score -3497188 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15592 members 
Mstep: Class 2 contains 11965 members 
Entering Unmasked Estep 
Score: -3497735.000000 Penalty: 5071.109863
	Iteration 4Q: 3 clusters Score -3497735 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16165 members 
Mstep: Class 2 contains 11392 members 
Entering Unmasked Estep 
Score: -3498246.000000 Penalty: 5071.109863
	Iteration 5Q: 3 clusters Score -3498246 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16855 members 
Mstep: Class 2 contains 10702 members 
Entering Unmasked Estep 
Score: -3498790.250000 Penalty: 5071.109863
	Iteration 6Q: 3 clusters Score -3498790 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17706 members 
Mstep: Class 2 contains 9851 members 
Entering Unmasked Estep 
Score: -3499488.000000 Penalty: 5071.109863
	Iteration 7Q: 3 clusters Score -3499488 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18682 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -3500265.500000 Penalty: 5071.109863
	Iteration 8Q: 3 clusters Score -3500266 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19782 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -3501221.750000 Penalty: 5071.109863
	Iteration 9Q: 3 clusters Score -3501222 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20921 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -3502261.500000 Penalty: 5071.109863
	Iteration 10F: 3 clusters Score -3502262 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21955 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -3503263.250000 Penalty: 5071.109863
	Iteration 11Q: 3 clusters Score -3503263 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22834 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -3504123.250000 Penalty: 5071.109863
	Iteration 12Q: 3 clusters Score -3504123 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23523 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -3504847.750000 Penalty: 5071.109863
	Iteration 13Q: 3 clusters Score -3504848 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23996 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -3505431.750000 Penalty: 5071.109863
	Iteration 14Q: 3 clusters Score -3505432 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24326 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -3505871.000000 Penalty: 5071.109863
	Iteration 15Q: 3 clusters Score -3505871 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24555 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -3506196.250000 Penalty: 5071.109863
	Iteration 16Q: 3 clusters Score -3506196 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24724 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -3506388.750000 Penalty: 5071.109863
	Iteration 17Q: 3 clusters Score -3506389 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24846 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -3506504.000000 Penalty: 5071.109863
	Iteration 18Q: 3 clusters Score -3506504 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24946 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -3506585.000000 Penalty: 5071.109863
	Iteration 19Q: 3 clusters Score -3506585 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25041 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -3506642.250000 Penalty: 5071.109863
	Iteration 20F: 3 clusters Score -3506642 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25129 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -3506693.250000 Penalty: 5071.109863
	Iteration 21Q: 3 clusters Score -3506693 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25204 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -3506722.000000 Penalty: 5071.109863
	Iteration 22Q: 3 clusters Score -3506722 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25256 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -3506747.000000 Penalty: 5071.109863
	Iteration 23Q: 3 clusters Score -3506747 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25311 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -3506771.250000 Penalty: 5071.109863
	Iteration 24Q: 3 clusters Score -3506771 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25349 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -3506788.000000 Penalty: 5071.109863
	Iteration 25Q: 3 clusters Score -3506788 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25385 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -3506792.750000 Penalty: 5071.109863
	Iteration 26Q: 3 clusters Score -3506793 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25412 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -3506802.000000 Penalty: 5071.109863
	Iteration 27Q: 3 clusters Score -3506802 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25435 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -3506808.250000 Penalty: 5071.109863
	Iteration 28Q: 3 clusters Score -3506808 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25454 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -3506817.500000 Penalty: 5071.109863
	Iteration 29Q: 3 clusters Score -3506818 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25473 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -3506823.750000 Penalty: 5071.109863
	Iteration 30Q: 3 clusters Score -3506824 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25497 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -3506823.750000 Penalty: 5071.109863
	Iteration 31Q: 3 clusters Score -3506824 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25511 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -3506828.000000 Penalty: 5071.109863
	Iteration 32Q: 3 clusters Score -3506828 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25526 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -3506829.750000 Penalty: 5071.109863
	Iteration 33Q: 3 clusters Score -3506830 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25538 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -3506834.250000 Penalty: 5071.109863
	Iteration 34Q: 3 clusters Score -3506834 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25548 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -3506837.000000 Penalty: 5071.109863
	Iteration 35Q: 3 clusters Score -3506837 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25561 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -3506846.500000 Penalty: 5071.109863
	Iteration 36Q: 3 clusters Score -3506846 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25575 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -3506848.000000 Penalty: 5071.109863
	Iteration 37Q: 3 clusters Score -3506848 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25590 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -3506853.500000 Penalty: 5071.109863
	Iteration 38Q: 3 clusters Score -3506854 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25596 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -3506852.750000 Penalty: 5071.109863
	Iteration 39Q: 3 clusters Score -3506853 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25610 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -3506860.250000 Penalty: 5071.109863
	Iteration 40F: 3 clusters Score -3506860 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25622 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -3506855.000000 Penalty: 5071.109863
	Iteration 41Q: 3 clusters Score -3506855 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25632 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -3506863.250000 Penalty: 5071.109863
	Iteration 42Q: 3 clusters Score -3506863 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25640 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -3506865.500000 Penalty: 5071.109863
	Iteration 43Q: 3 clusters Score -3506866 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25643 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -3506865.750000 Penalty: 5071.109863
	Iteration 44Q: 3 clusters Score -3506866 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25647 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -3506871.750000 Penalty: 5071.109863
	Iteration 45Q: 3 clusters Score -3506872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25647 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -3506872.000000 Penalty: 5071.109863
	Iteration 46Q: 3 clusters Score -3506872 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25647 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -3506872.000000 Penalty: 5071.109863
	Iteration 47F: 3 clusters Score -3506872 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 2616 members 
Mstep: Class 3 contains 4160 members 
Mstep: Class 4 contains 12167 members 
Mstep: Class 5 contains 2440 members 
Mstep: Class 6 contains 2549 members 
Mstep: Class 7 contains 1248 members 
Mstep: Class 8 contains 8048 members 
Mstep: Class 9 contains 177993 members 
Mstep: Class 10 contains 8546 members 
Mstep: Class 11 contains 4268 members 
Mstep: Class 12 contains 24373 members 
Mstep: Class 13 contains 4100 members 
Mstep: Class 14 contains 6568 members 
Mstep: Class 15 contains 196130 members 
Mstep: Class 16 contains 218191 members 
Mstep: Class 17 contains 18825 members 
Mstep: Class 18 contains 32871 members 
Mstep: Class 19 contains 268 members 
Mstep: Class 20 contains 4180 members 
Mstep: Class 21 contains 32073 members 
Mstep: Class 22 contains 40767 members 
Mstep: Class 23 contains 4452 members 
Mstep: Class 24 contains 9542 members 
Mstep: Class 25 contains 37302 members 
Mstep: Class 26 contains 37105 members 
Mstep: Class 27 contains 7235 members 
Mstep: Class 28 contains 25854 members 
Mstep: Class 29 contains 8193 members 
Mstep: Class 30 contains 25379 members 
Mstep: Class 31 contains 6886 members 
Mstep: Class 32 contains 18201 members 
Mstep: Class 33 contains 121 members 
Mstep: Class 34 contains 11620 members 
Mstep: Class 35 contains 64138 members 
Mstep: Class 36 contains 24744 members 
Mstep: Class 37 contains 7391 members 
Mstep: Class 38 contains 914 members 
Mstep: Class 39 contains 3189 members 
Mstep: Class 40 contains 2829 members 
Mstep: Class 41 contains 13491 members 
Mstep: Class 42 contains 6537 members 
Mstep: Class 43 contains 527 members 
Mstep: Class 44 contains 2842 members 
Mstep: Class 45 contains 862 members 
Mstep: Class 46 contains 10674 members 
Mstep: Class 47 contains 232 members 
Mstep: Class 48 contains 27557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 33. Lose 1741.289917 but Gain 3469.015625
Score: -147492720.000000 Penalty: 197734.250000
Iteration 119Q: 58 clusters Score -1.474927e+08 nChanged 5455
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 2569 members 
Mstep: Class 3 contains 4158 members 
Mstep: Class 4 contains 12175 members 
Mstep: Class 5 contains 2446 members 
Mstep: Class 6 contains 2548 members 
Mstep: Class 7 contains 1251 members 
Mstep: Class 8 contains 8050 members 
Mstep: Class 9 contains 177886 members 
Mstep: Class 10 contains 8595 members 
Mstep: Class 11 contains 4265 members 
Mstep: Class 12 contains 24370 members 
Mstep: Class 13 contains 4122 members 
Mstep: Class 14 contains 6560 members 
Mstep: Class 15 contains 195366 members 
Mstep: Class 16 contains 219534 members 
Mstep: Class 17 contains 18796 members 
Mstep: Class 18 contains 32864 members 
Mstep: Class 19 contains 269 members 
Mstep: Class 20 contains 4180 members 
Mstep: Class 21 contains 31739 members 
Mstep: Class 22 contains 40545 members 
Mstep: Class 23 contains 4457 members 
Mstep: Class 24 contains 9554 members 
Mstep: Class 25 contains 37333 members 
Mstep: Class 26 contains 37085 members 
Mstep: Class 27 contains 7245 members 
Mstep: Class 28 contains 25856 members 
Mstep: Class 29 contains 8192 members 
Mstep: Class 30 contains 25394 members 
Mstep: Class 31 contains 6839 members 
Mstep: Class 32 contains 18212 members 
Mstep: Class 34 contains 11612 members 
Mstep: Class 35 contains 64178 members 
Mstep: Class 36 contains 24938 members 
Mstep: Class 37 contains 7426 members 
Mstep: Class 38 contains 952 members 
Mstep: Class 39 contains 3258 members 
Mstep: Class 40 contains 2836 members 
Mstep: Class 41 contains 13576 members 
Mstep: Class 42 contains 6553 members 
Mstep: Class 43 contains 572 members 
Mstep: Class 44 contains 2842 members 
Mstep: Class 45 contains 868 members 
Mstep: Class 46 contains 10675 members 
Mstep: Class 47 contains 289 members 
Mstep: Class 48 contains 27559 members 
Mstep: Class 49 contains 4005 members 
Mstep: Class 50 contains 649 members 
Mstep: Class 51 contains 8634 members 
Mstep: Class 52 contains 230 members 
Mstep: Class 53 contains 2154 members 
Mstep: Class 54 contains 216 members 
Mstep: Class 55 contains 1063 members 
Mstep: Class 56 contains 706 members 
Mstep: Class 57 contains 1421 members 
Mstep: Class 58 contains 249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147492080.000000 Penalty: 197734.250000
Iteration 120F: 58 clusters Score -1.474921e+08 nChanged 4923
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 2540 members 
Mstep: Class 3 contains 4158 members 
Mstep: Class 4 contains 12149 members 
Mstep: Class 5 contains 2450 members 
Mstep: Class 6 contains 2544 members 
Mstep: Class 7 contains 1247 members 
Mstep: Class 8 contains 8048 members 
Mstep: Class 9 contains 177795 members 
Mstep: Class 10 contains 8554 members 
Mstep: Class 11 contains 4238 members 
Mstep: Class 12 contains 24358 members 
Mstep: Class 13 contains 4093 members 
Mstep: Class 14 contains 6561 members 
Mstep: Class 15 contains 194916 members 
Mstep: Class 16 contains 219864 members 
Mstep: Class 17 contains 18716 members 
Mstep: Class 18 contains 32843 members 
Mstep: Class 19 contains 263 members 
Mstep: Class 20 contains 4180 members 
Mstep: Class 21 contains 31276 members 
Mstep: Class 22 contains 40352 members 
Mstep: Class 23 contains 4458 members 
Mstep: Class 24 contains 9469 members 
Mstep: Class 25 contains 37355 members 
Mstep: Class 26 contains 37079 members 
Mstep: Class 27 contains 7247 members 
Mstep: Class 28 contains 25871 members 
Mstep: Class 29 contains 8182 members 
Mstep: Class 30 contains 25359 members 
Mstep: Class 31 contains 6810 members 
Mstep: Class 32 contains 18211 members 
Mstep: Class 34 contains 11606 members 
Mstep: Class 35 contains 64029 members 
Mstep: Class 36 contains 25026 members 
Mstep: Class 37 contains 7410 members 
Mstep: Class 38 contains 959 members 
Mstep: Class 39 contains 3288 members 
Mstep: Class 40 contains 2840 members 
Mstep: Class 41 contains 13625 members 
Mstep: Class 42 contains 6580 members 
Mstep: Class 43 contains 548 members 
Mstep: Class 44 contains 2843 members 
Mstep: Class 45 contains 860 members 
Mstep: Class 46 contains 10674 members 
Mstep: Class 47 contains 291 members 
Mstep: Class 48 contains 27556 members 
Mstep: Class 49 contains 4512 members 
Mstep: Class 50 contains 646 members 
Mstep: Class 51 contains 9191 members 
Mstep: Class 52 contains 277 members 
Mstep: Class 53 contains 2155 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 1069 members 
Mstep: Class 56 contains 758 members 
Mstep: Class 57 contains 1453 members 
Mstep: Class 58 contains 280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147498208.000000 Penalty: 197734.250000
Iteration 121Q: 58 clusters Score -1.474982e+08 nChanged 3411
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 2529 members 
Mstep: Class 3 contains 4157 members 
Mstep: Class 4 contains 12130 members 
Mstep: Class 5 contains 2452 members 
Mstep: Class 6 contains 2541 members 
Mstep: Class 7 contains 1220 members 
Mstep: Class 8 contains 8050 members 
Mstep: Class 9 contains 177695 members 
Mstep: Class 10 contains 8522 members 
Mstep: Class 11 contains 4225 members 
Mstep: Class 12 contains 24343 members 
Mstep: Class 13 contains 4071 members 
Mstep: Class 14 contains 6556 members 
Mstep: Class 15 contains 194701 members 
Mstep: Class 16 contains 220080 members 
Mstep: Class 17 contains 18636 members 
Mstep: Class 18 contains 32814 members 
Mstep: Class 19 contains 264 members 
Mstep: Class 20 contains 4180 members 
Mstep: Class 21 contains 30869 members 
Mstep: Class 22 contains 40223 members 
Mstep: Class 23 contains 4460 members 
Mstep: Class 24 contains 9357 members 
Mstep: Class 25 contains 37379 members 
Mstep: Class 26 contains 37073 members 
Mstep: Class 27 contains 7247 members 
Mstep: Class 28 contains 25882 members 
Mstep: Class 29 contains 8180 members 
Mstep: Class 30 contains 25332 members 
Mstep: Class 31 contains 6781 members 
Mstep: Class 32 contains 18198 members 
Mstep: Class 34 contains 11598 members 
Mstep: Class 35 contains 63950 members 
Mstep: Class 36 contains 25116 members 
Mstep: Class 37 contains 7396 members 
Mstep: Class 38 contains 962 members 
Mstep: Class 39 contains 3329 members 
Mstep: Class 40 contains 2845 members 
Mstep: Class 41 contains 13655 members 
Mstep: Class 42 contains 6605 members 
Mstep: Class 43 contains 535 members 
Mstep: Class 44 contains 2844 members 
Mstep: Class 45 contains 854 members 
Mstep: Class 46 contains 10671 members 
Mstep: Class 47 contains 288 members 
Mstep: Class 48 contains 27551 members 
Mstep: Class 49 contains 4877 members 
Mstep: Class 50 contains 682 members 
Mstep: Class 51 contains 9597 members 
Mstep: Class 52 contains 328 members 
Mstep: Class 53 contains 2149 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 1112 members 
Mstep: Class 56 contains 780 members 
Mstep: Class 57 contains 1469 members 
Mstep: Class 58 contains 298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147499184.000000 Penalty: 197734.250000
Iteration 122Q: 58 clusters Score -1.474992e+08 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 2524 members 
Mstep: Class 3 contains 4157 members 
Mstep: Class 4 contains 12110 members 
Mstep: Class 5 contains 2463 members 
Mstep: Class 6 contains 2539 members 
Mstep: Class 7 contains 1192 members 
Mstep: Class 8 contains 8050 members 
Mstep: Class 9 contains 177628 members 
Mstep: Class 10 contains 8506 members 
Mstep: Class 11 contains 4221 members 
Mstep: Class 12 contains 24327 members 
Mstep: Class 13 contains 4067 members 
Mstep: Class 14 contains 6551 members 
Mstep: Class 15 contains 194602 members 
Mstep: Class 16 contains 220185 members 
Mstep: Class 17 contains 18557 members 
Mstep: Class 18 contains 32776 members 
Mstep: Class 19 contains 264 members 
Mstep: Class 20 contains 4180 members 
Mstep: Class 21 contains 30463 members 
Mstep: Class 22 contains 40122 members 
Mstep: Class 23 contains 4462 members 
Mstep: Class 24 contains 9286 members 
Mstep: Class 25 contains 37396 members 
Mstep: Class 26 contains 37066 members 
Mstep: Class 27 contains 7253 members 
Mstep: Class 28 contains 25897 members 
Mstep: Class 29 contains 8172 members 
Mstep: Class 30 contains 25302 members 
Mstep: Class 31 contains 6757 members 
Mstep: Class 32 contains 18202 members 
Mstep: Class 34 contains 11596 members 
Mstep: Class 35 contains 63879 members 
Mstep: Class 36 contains 25184 members 
Mstep: Class 37 contains 7382 members 
Mstep: Class 38 contains 969 members 
Mstep: Class 39 contains 3358 members 
Mstep: Class 40 contains 2849 members 
Mstep: Class 41 contains 13678 members 
Mstep: Class 42 contains 6631 members 
Mstep: Class 43 contains 533 members 
Mstep: Class 44 contains 2843 members 
Mstep: Class 45 contains 857 members 
Mstep: Class 46 contains 10669 members 
Mstep: Class 47 contains 283 members 
Mstep: Class 48 contains 27549 members 
Mstep: Class 49 contains 5201 members 
Mstep: Class 50 contains 700 members 
Mstep: Class 51 contains 9954 members 
Mstep: Class 52 contains 352 members 
Mstep: Class 53 contains 2142 members 
Mstep: Class 54 contains 227 members 
Mstep: Class 55 contains 1142 members 
Mstep: Class 56 contains 798 members 
Mstep: Class 57 contains 1491 members 
Mstep: Class 58 contains 305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147499488.000000 Penalty: 197734.250000
Iteration 123Q: 58 clusters Score -1.474995e+08 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 2522 members 
Mstep: Class 3 contains 4156 members 
Mstep: Class 4 contains 12090 members 
Mstep: Class 5 contains 2478 members 
Mstep: Class 6 contains 2539 members 
Mstep: Class 7 contains 1169 members 
Mstep: Class 8 contains 8048 members 
Mstep: Class 9 contains 177559 members 
Mstep: Class 10 contains 8500 members 
Mstep: Class 11 contains 4216 members 
Mstep: Class 12 contains 24315 members 
Mstep: Class 13 contains 4065 members 
Mstep: Class 14 contains 6554 members 
Mstep: Class 15 contains 194551 members 
Mstep: Class 16 contains 220172 members 
Mstep: Class 17 contains 18499 members 
Mstep: Class 18 contains 32749 members 
Mstep: Class 19 contains 265 members 
Mstep: Class 20 contains 4181 members 
Mstep: Class 21 contains 30089 members 
Mstep: Class 22 contains 40056 members 
Mstep: Class 23 contains 4464 members 
Mstep: Class 24 contains 9246 members 
Mstep: Class 25 contains 37416 members 
Mstep: Class 26 contains 37068 members 
Mstep: Class 27 contains 7247 members 
Mstep: Class 28 contains 25903 members 
Mstep: Class 29 contains 8169 members 
Mstep: Class 30 contains 25284 members 
Mstep: Class 31 contains 6741 members 
Mstep: Class 32 contains 18200 members 
Mstep: Class 34 contains 11586 members 
Mstep: Class 35 contains 63851 members 
Mstep: Class 36 contains 25247 members 
Mstep: Class 37 contains 7373 members 
Mstep: Class 38 contains 975 members 
Mstep: Class 39 contains 3382 members 
Mstep: Class 40 contains 2854 members 
Mstep: Class 41 contains 13699 members 
Mstep: Class 42 contains 6650 members 
Mstep: Class 43 contains 533 members 
Mstep: Class 44 contains 2843 members 
Mstep: Class 45 contains 858 members 
Mstep: Class 46 contains 10666 members 
Mstep: Class 47 contains 280 members 
Mstep: Class 48 contains 27543 members 
Mstep: Class 49 contains 5465 members 
Mstep: Class 50 contains 705 members 
Mstep: Class 51 contains 10301 members 
Mstep: Class 52 contains 358 members 
Mstep: Class 53 contains 2143 members 
Mstep: Class 54 contains 227 members 
Mstep: Class 55 contains 1174 members 
Mstep: Class 56 contains 803 members 
Mstep: Class 57 contains 1502 members 
Mstep: Class 58 contains 309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147499824.000000 Penalty: 197734.250000
Iteration 124Q: 58 clusters Score -1.474998e+08 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 2521 members 
Mstep: Class 3 contains 4156 members 
Mstep: Class 4 contains 12072 members 
Mstep: Class 5 contains 2492 members 
Mstep: Class 6 contains 2539 members 
Mstep: Class 7 contains 1158 members 
Mstep: Class 8 contains 8047 members 
Mstep: Class 9 contains 177473 members 
Mstep: Class 10 contains 8496 members 
Mstep: Class 11 contains 4223 members 
Mstep: Class 12 contains 24302 members 
Mstep: Class 13 contains 4059 members 
Mstep: Class 14 contains 6553 members 
Mstep: Class 15 contains 194498 members 
Mstep: Class 16 contains 220156 members 
Mstep: Class 17 contains 18454 members 
Mstep: Class 18 contains 32720 members 
Mstep: Class 19 contains 267 members 
Mstep: Class 20 contains 4181 members 
Mstep: Class 21 contains 29749 members 
Mstep: Class 22 contains 40010 members 
Mstep: Class 23 contains 4465 members 
Mstep: Class 24 contains 9219 members 
Mstep: Class 25 contains 37444 members 
Mstep: Class 26 contains 37073 members 
Mstep: Class 27 contains 7239 members 
Mstep: Class 28 contains 25906 members 
Mstep: Class 29 contains 8161 members 
Mstep: Class 30 contains 25265 members 
Mstep: Class 31 contains 6716 members 
Mstep: Class 32 contains 18202 members 
Mstep: Class 34 contains 11582 members 
Mstep: Class 35 contains 63826 members 
Mstep: Class 36 contains 25308 members 
Mstep: Class 37 contains 7358 members 
Mstep: Class 38 contains 985 members 
Mstep: Class 39 contains 3395 members 
Mstep: Class 40 contains 2858 members 
Mstep: Class 41 contains 13718 members 
Mstep: Class 42 contains 6676 members 
Mstep: Class 43 contains 531 members 
Mstep: Class 44 contains 2843 members 
Mstep: Class 45 contains 858 members 
Mstep: Class 46 contains 10666 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27541 members 
Mstep: Class 49 contains 5663 members 
Mstep: Class 50 contains 712 members 
Mstep: Class 51 contains 10666 members 
Mstep: Class 52 contains 368 members 
Mstep: Class 53 contains 2148 members 
Mstep: Class 54 contains 227 members 
Mstep: Class 55 contains 1174 members 
Mstep: Class 56 contains 809 members 
Mstep: Class 57 contains 1506 members 
Mstep: Class 58 contains 314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147499968.000000 Penalty: 197734.250000
Iteration 125Q: 58 clusters Score -1.475e+08 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 2519 members 
Mstep: Class 3 contains 4156 members 
Mstep: Class 4 contains 12071 members 
Mstep: Class 5 contains 2501 members 
Mstep: Class 6 contains 2536 members 
Mstep: Class 7 contains 1145 members 
Mstep: Class 8 contains 8049 members 
Mstep: Class 9 contains 177401 members 
Mstep: Class 10 contains 8492 members 
Mstep: Class 11 contains 4227 members 
Mstep: Class 12 contains 24294 members 
Mstep: Class 13 contains 4059 members 
Mstep: Class 14 contains 6553 members 
Mstep: Class 15 contains 194486 members 
Mstep: Class 16 contains 220105 members 
Mstep: Class 17 contains 18412 members 
Mstep: Class 18 contains 32685 members 
Mstep: Class 19 contains 269 members 
Mstep: Class 20 contains 4181 members 
Mstep: Class 21 contains 29429 members 
Mstep: Class 22 contains 39961 members 
Mstep: Class 23 contains 4466 members 
Mstep: Class 24 contains 9201 members 
Mstep: Class 25 contains 37461 members 
Mstep: Class 26 contains 37078 members 
Mstep: Class 27 contains 7242 members 
Mstep: Class 28 contains 25907 members 
Mstep: Class 29 contains 8152 members 
Mstep: Class 30 contains 25250 members 
Mstep: Class 31 contains 6697 members 
Mstep: Class 32 contains 18198 members 
Mstep: Class 34 contains 11582 members 
Mstep: Class 35 contains 63770 members 
Mstep: Class 36 contains 25370 members 
Mstep: Class 37 contains 7353 members 
Mstep: Class 38 contains 992 members 
Mstep: Class 39 contains 3408 members 
Mstep: Class 40 contains 2861 members 
Mstep: Class 41 contains 13719 members 
Mstep: Class 42 contains 6702 members 
Mstep: Class 43 contains 530 members 
Mstep: Class 44 contains 2843 members 
Mstep: Class 45 contains 858 members 
Mstep: Class 46 contains 10661 members 
Mstep: Class 47 contains 275 members 
Mstep: Class 48 contains 27543 members 
Mstep: Class 49 contains 5847 members 
Mstep: Class 50 contains 714 members 
Mstep: Class 51 contains 11030 members 
Mstep: Class 52 contains 377 members 
Mstep: Class 53 contains 2147 members 
Mstep: Class 54 contains 227 members 
Mstep: Class 55 contains 1182 members 
Mstep: Class 56 contains 815 members 
Mstep: Class 57 contains 1509 members 
Mstep: Class 58 contains 317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147500016.000000 Penalty: 197734.250000
Iteration 126Q: 58 clusters Score -1.475e+08 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 2520 members 
Mstep: Class 3 contains 4156 members 
Mstep: Class 4 contains 12062 members 
Mstep: Class 5 contains 2505 members 
Mstep: Class 6 contains 2536 members 
Mstep: Class 7 contains 1138 members 
Mstep: Class 8 contains 8050 members 
Mstep: Class 9 contains 177329 members 
Mstep: Class 10 contains 8485 members 
Mstep: Class 11 contains 4231 members 
Mstep: Class 12 contains 24284 members 
Mstep: Class 13 contains 4058 members 
Mstep: Class 14 contains 6556 members 
Mstep: Class 15 contains 194466 members 
Mstep: Class 16 contains 220059 members 
Mstep: Class 17 contains 18370 members 
Mstep: Class 18 contains 32651 members 
Mstep: Class 19 contains 269 members 
Mstep: Class 20 contains 4182 members 
Mstep: Class 21 contains 29120 members 
Mstep: Class 22 contains 39940 members 
Mstep: Class 23 contains 4467 members 
Mstep: Class 24 contains 9185 members 
Mstep: Class 25 contains 37485 members 
Mstep: Class 26 contains 37086 members 
Mstep: Class 27 contains 7236 members 
Mstep: Class 28 contains 25927 members 
Mstep: Class 29 contains 8147 members 
Mstep: Class 30 contains 25234 members 
Mstep: Class 31 contains 6677 members 
Mstep: Class 32 contains 18189 members 
Mstep: Class 34 contains 11580 members 
Mstep: Class 35 contains 63739 members 
Mstep: Class 36 contains 25431 members 
Mstep: Class 37 contains 7346 members 
Mstep: Class 38 contains 1002 members 
Mstep: Class 39 contains 3422 members 
Mstep: Class 40 contains 2863 members 
Mstep: Class 41 contains 13730 members 
Mstep: Class 42 contains 6734 members 
Mstep: Class 43 contains 530 members 
Mstep: Class 44 contains 2844 members 
Mstep: Class 45 contains 858 members 
Mstep: Class 46 contains 10660 members 
Mstep: Class 47 contains 275 members 
Mstep: Class 48 contains 27543 members 
Mstep: Class 49 contains 5992 members 
Mstep: Class 50 contains 715 members 
Mstep: Class 51 contains 11355 members 
Mstep: Class 52 contains 389 members 
Mstep: Class 53 contains 2147 members 
Mstep: Class 54 contains 227 members 
Mstep: Class 55 contains 1181 members 
Mstep: Class 56 contains 817 members 
Mstep: Class 57 contains 1511 members 
Mstep: Class 58 contains 316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147500592.000000 Penalty: 197734.250000
Iteration 127Q: 58 clusters Score -1.475006e+08 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 2521 members 
Mstep: Class 3 contains 4156 members 
Mstep: Class 4 contains 12063 members 
Mstep: Class 5 contains 2513 members 
Mstep: Class 6 contains 2536 members 
Mstep: Class 7 contains 1136 members 
Mstep: Class 8 contains 8051 members 
Mstep: Class 9 contains 177272 members 
Mstep: Class 10 contains 8491 members 
Mstep: Class 11 contains 4234 members 
Mstep: Class 12 contains 24278 members 
Mstep: Class 13 contains 4054 members 
Mstep: Class 14 contains 6557 members 
Mstep: Class 15 contains 194463 members 
Mstep: Class 16 contains 220025 members 
Mstep: Class 17 contains 18331 members 
Mstep: Class 18 contains 32614 members 
Mstep: Class 19 contains 269 members 
Mstep: Class 20 contains 4181 members 
Mstep: Class 21 contains 28839 members 
Mstep: Class 22 contains 39887 members 
Mstep: Class 23 contains 4468 members 
Mstep: Class 24 contains 9175 members 
Mstep: Class 25 contains 37502 members 
Mstep: Class 26 contains 37086 members 
Mstep: Class 27 contains 7226 members 
Mstep: Class 28 contains 25939 members 
Mstep: Class 29 contains 8143 members 
Mstep: Class 30 contains 25223 members 
Mstep: Class 31 contains 6651 members 
Mstep: Class 32 contains 18183 members 
Mstep: Class 34 contains 11579 members 
Mstep: Class 35 contains 63720 members 
Mstep: Class 36 contains 25484 members 
Mstep: Class 37 contains 7341 members 
Mstep: Class 38 contains 1013 members 
Mstep: Class 39 contains 3435 members 
Mstep: Class 40 contains 2865 members 
Mstep: Class 41 contains 13754 members 
Mstep: Class 42 contains 6765 members 
Mstep: Class 43 contains 530 members 
Mstep: Class 44 contains 2845 members 
Mstep: Class 45 contains 858 members 
Mstep: Class 46 contains 10660 members 
Mstep: Class 47 contains 275 members 
Mstep: Class 48 contains 27546 members 
Mstep: Class 49 contains 6090 members 
Mstep: Class 50 contains 714 members 
Mstep: Class 51 contains 11668 members 
Mstep: Class 52 contains 398 members 
Mstep: Class 53 contains 2147 members 
Mstep: Class 54 contains 227 members 
Mstep: Class 55 contains 1172 members 
Mstep: Class 56 contains 821 members 
Mstep: Class 57 contains 1511 members 
Mstep: Class 58 contains 318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147500624.000000 Penalty: 197734.250000
Iteration 128Q: 58 clusters Score -1.475006e+08 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 2521 members 
Mstep: Class 3 contains 4156 members 
Mstep: Class 4 contains 12062 members 
Mstep: Class 5 contains 2519 members 
Mstep: Class 6 contains 2536 members 
Mstep: Class 7 contains 1136 members 
Mstep: Class 8 contains 8045 members 
Mstep: Class 9 contains 177226 members 
Mstep: Class 10 contains 8492 members 
Mstep: Class 11 contains 4238 members 
Mstep: Class 12 contains 24269 members 
Mstep: Class 13 contains 4055 members 
Mstep: Class 14 contains 6557 members 
Mstep: Class 15 contains 194458 members 
Mstep: Class 16 contains 220001 members 
Mstep: Class 17 contains 18287 members 
Mstep: Class 18 contains 32599 members 
Mstep: Class 19 contains 270 members 
Mstep: Class 20 contains 4181 members 
Mstep: Class 21 contains 28545 members 
Mstep: Class 22 contains 39850 members 
Mstep: Class 23 contains 4468 members 
Mstep: Class 24 contains 9170 members 
Mstep: Class 25 contains 37520 members 
Mstep: Class 26 contains 37089 members 
Mstep: Class 27 contains 7214 members 
Mstep: Class 28 contains 25944 members 
Mstep: Class 29 contains 8140 members 
Mstep: Class 30 contains 25217 members 
Mstep: Class 31 contains 6622 members 
Mstep: Class 32 contains 18176 members 
Mstep: Class 34 contains 11578 members 
Mstep: Class 35 contains 63697 members 
Mstep: Class 36 contains 25539 members 
Mstep: Class 37 contains 7342 members 
Mstep: Class 38 contains 1023 members 
Mstep: Class 39 contains 3446 members 
Mstep: Class 40 contains 2866 members 
Mstep: Class 41 contains 13781 members 
Mstep: Class 42 contains 6796 members 
Mstep: Class 43 contains 530 members 
Mstep: Class 44 contains 2846 members 
Mstep: Class 45 contains 858 members 
Mstep: Class 46 contains 10660 members 
Mstep: Class 47 contains 275 members 
Mstep: Class 48 contains 27549 members 
Mstep: Class 49 contains 6168 members 
Mstep: Class 50 contains 717 members 
Mstep: Class 51 contains 11979 members 
Mstep: Class 52 contains 404 members 
Mstep: Class 53 contains 2148 members 
Mstep: Class 54 contains 227 members 
Mstep: Class 55 contains 1157 members 
Mstep: Class 56 contains 819 members 
Mstep: Class 57 contains 1511 members 
Mstep: Class 58 contains 317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147500688.000000 Penalty: 197734.250000
Iteration 129Q: 58 clusters Score -1.475007e+08 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 2522 members 
Mstep: Class 3 contains 4156 members 
Mstep: Class 4 contains 12061 members 
Mstep: Class 5 contains 2528 members 
Mstep: Class 6 contains 2536 members 
Mstep: Class 7 contains 1135 members 
Mstep: Class 8 contains 8039 members 
Mstep: Class 9 contains 177165 members 
Mstep: Class 10 contains 8493 members 
Mstep: Class 11 contains 4241 members 
Mstep: Class 12 contains 24260 members 
Mstep: Class 13 contains 4051 members 
Mstep: Class 14 contains 6558 members 
Mstep: Class 15 contains 194451 members 
Mstep: Class 16 contains 219963 members 
Mstep: Class 17 contains 18252 members 
Mstep: Class 18 contains 32581 members 
Mstep: Class 19 contains 269 members 
Mstep: Class 20 contains 4181 members 
Mstep: Class 21 contains 28280 members 
Mstep: Class 22 contains 39812 members 
Mstep: Class 23 contains 4468 members 
Mstep: Class 24 contains 9169 members 
Mstep: Class 25 contains 37541 members 
Mstep: Class 26 contains 37094 members 
Mstep: Class 27 contains 7201 members 
Mstep: Class 28 contains 25951 members 
Mstep: Class 29 contains 8140 members 
Mstep: Class 30 contains 25223 members 
Mstep: Class 31 contains 6603 members 
Mstep: Class 32 contains 18170 members 
Mstep: Class 34 contains 11578 members 
Mstep: Class 35 contains 63670 members 
Mstep: Class 36 contains 25587 members 
Mstep: Class 37 contains 7338 members 
Mstep: Class 38 contains 1031 members 
Mstep: Class 39 contains 3453 members 
Mstep: Class 40 contains 2865 members 
Mstep: Class 41 contains 13802 members 
Mstep: Class 42 contains 6824 members 
Mstep: Class 43 contains 530 members 
Mstep: Class 44 contains 2847 members 
Mstep: Class 45 contains 858 members 
Mstep: Class 46 contains 10661 members 
Mstep: Class 47 contains 275 members 
Mstep: Class 48 contains 27550 members 
Mstep: Class 49 contains 6253 members 
Mstep: Class 50 contains 718 members 
Mstep: Class 51 contains 12275 members 
Mstep: Class 52 contains 409 members 
Mstep: Class 53 contains 2148 members 
Mstep: Class 54 contains 227 members 
Mstep: Class 55 contains 1146 members 
Mstep: Class 56 contains 820 members 
Mstep: Class 57 contains 1511 members 
Mstep: Class 58 contains 317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147500640.000000 Penalty: 197734.250000
Iteration 130Q: 58 clusters Score -1.475006e+08 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 2522 members 
Mstep: Class 3 contains 4156 members 
Mstep: Class 4 contains 12053 members 
Mstep: Class 5 contains 2534 members 
Mstep: Class 6 contains 2536 members 
Mstep: Class 7 contains 1135 members 
Mstep: Class 8 contains 8042 members 
Mstep: Class 9 contains 177102 members 
Mstep: Class 10 contains 8491 members 
Mstep: Class 11 contains 4243 members 
Mstep: Class 12 contains 24250 members 
Mstep: Class 13 contains 4048 members 
Mstep: Class 14 contains 6561 members 
Mstep: Class 15 contains 194448 members 
Mstep: Class 16 contains 219931 members 
Mstep: Class 17 contains 18220 members 
Mstep: Class 18 contains 32567 members 
Mstep: Class 19 contains 270 members 
Mstep: Class 20 contains 4181 members 
Mstep: Class 21 contains 28008 members 
Mstep: Class 22 contains 39762 members 
Mstep: Class 23 contains 4469 members 
Mstep: Class 24 contains 9165 members 
Mstep: Class 25 contains 37538 members 
Mstep: Class 26 contains 37095 members 
Mstep: Class 27 contains 7198 members 
Mstep: Class 28 contains 25957 members 
Mstep: Class 29 contains 8136 members 
Mstep: Class 30 contains 25230 members 
Mstep: Class 31 contains 6587 members 
Mstep: Class 32 contains 18174 members 
Mstep: Class 34 contains 11580 members 
Mstep: Class 35 contains 63646 members 
Mstep: Class 36 contains 25638 members 
Mstep: Class 37 contains 7338 members 
Mstep: Class 38 contains 1039 members 
Mstep: Class 39 contains 3456 members 
Mstep: Class 40 contains 2865 members 
Mstep: Class 41 contains 13832 members 
Mstep: Class 42 contains 6853 members 
Mstep: Class 43 contains 530 members 
Mstep: Class 44 contains 2847 members 
Mstep: Class 45 contains 858 members 
Mstep: Class 46 contains 10663 members 
Mstep: Class 47 contains 276 members 
Mstep: Class 48 contains 27549 members 
Mstep: Class 49 contains 6335 members 
Mstep: Class 50 contains 717 members 
Mstep: Class 51 contains 12579 members 
Mstep: Class 52 contains 416 members 
Mstep: Class 53 contains 2145 members 
Mstep: Class 54 contains 227 members 
Mstep: Class 55 contains 1139 members 
Mstep: Class 56 contains 821 members 
Mstep: Class 57 contains 1511 members 
Mstep: Class 58 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147500624.000000 Penalty: 197734.250000
Iteration 131Q: 58 clusters Score -1.475006e+08 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 2522 members 
Mstep: Class 3 contains 4156 members 
Mstep: Class 4 contains 12047 members 
Mstep: Class 5 contains 2541 members 
Mstep: Class 6 contains 2536 members 
Mstep: Class 7 contains 1135 members 
Mstep: Class 8 contains 8041 members 
Mstep: Class 9 contains 177036 members 
Mstep: Class 10 contains 8490 members 
Mstep: Class 11 contains 4244 members 
Mstep: Class 12 contains 24249 members 
Mstep: Class 13 contains 4049 members 
Mstep: Class 14 contains 6563 members 
Mstep: Class 15 contains 194453 members 
Mstep: Class 16 contains 219907 members 
Mstep: Class 17 contains 18187 members 
Mstep: Class 18 contains 32553 members 
Mstep: Class 19 contains 271 members 
Mstep: Class 20 contains 4181 members 
Mstep: Class 21 contains 27759 members 
Mstep: Class 22 contains 39714 members 
Mstep: Class 23 contains 4469 members 
Mstep: Class 24 contains 9162 members 
Mstep: Class 25 contains 37555 members 
Mstep: Class 26 contains 37098 members 
Mstep: Class 27 contains 7199 members 
Mstep: Class 28 contains 25966 members 
Mstep: Class 29 contains 8129 members 
Mstep: Class 30 contains 25230 members 
Mstep: Class 31 contains 6564 members 
Mstep: Class 32 contains 18165 members 
Mstep: Class 34 contains 11582 members 
Mstep: Class 35 contains 63615 members 
Mstep: Class 36 contains 25667 members 
Mstep: Class 37 contains 7340 members 
Mstep: Class 38 contains 1044 members 
Mstep: Class 39 contains 3458 members 
Mstep: Class 40 contains 2866 members 
Mstep: Class 41 contains 13845 members 
Mstep: Class 42 contains 6880 members 
Mstep: Class 43 contains 530 members 
Mstep: Class 44 contains 2847 members 
Mstep: Class 45 contains 858 members 
Mstep: Class 46 contains 10666 members 
Mstep: Class 47 contains 275 members 
Mstep: Class 48 contains 27550 members 
Mstep: Class 49 contains 6407 members 
Mstep: Class 50 contains 716 members 
Mstep: Class 51 contains 12888 members 
Mstep: Class 52 contains 418 members 
Mstep: Class 53 contains 2144 members 
Mstep: Class 54 contains 227 members 
Mstep: Class 55 contains 1136 members 
Mstep: Class 56 contains 822 members 
Mstep: Class 57 contains 1511 members 
Mstep: Class 58 contains 316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147500496.000000 Penalty: 197734.250000
Iteration 132Q: 58 clusters Score -1.475005e+08 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 2523 members 
Mstep: Class 3 contains 4156 members 
Mstep: Class 4 contains 12044 members 
Mstep: Class 5 contains 2544 members 
Mstep: Class 6 contains 2536 members 
Mstep: Class 7 contains 1135 members 
Mstep: Class 8 contains 8036 members 
Mstep: Class 9 contains 176969 members 
Mstep: Class 10 contains 8494 members 
Mstep: Class 11 contains 4248 members 
Mstep: Class 12 contains 24249 members 
Mstep: Class 13 contains 4048 members 
Mstep: Class 14 contains 6564 members 
Mstep: Class 15 contains 194426 members 
Mstep: Class 16 contains 219918 members 
Mstep: Class 17 contains 18149 members 
Mstep: Class 18 contains 32540 members 
Mstep: Class 19 contains 271 members 
Mstep: Class 20 contains 4182 members 
Mstep: Class 21 contains 27528 members 
Mstep: Class 22 contains 39681 members 
Mstep: Class 23 contains 4470 members 
Mstep: Class 24 contains 9156 members 
Mstep: Class 25 contains 37575 members 
Mstep: Class 26 contains 37101 members 
Mstep: Class 27 contains 7188 members 
Mstep: Class 28 contains 25959 members 
Mstep: Class 29 contains 8123 members 
Mstep: Class 30 contains 25235 members 
Mstep: Class 31 contains 6548 members 
Mstep: Class 32 contains 18156 members 
Mstep: Class 34 contains 11582 members 
Mstep: Class 35 contains 63568 members 
Mstep: Class 36 contains 25689 members 
Mstep: Class 37 contains 7340 members 
Mstep: Class 38 contains 1046 members 
Mstep: Class 39 contains 3458 members 
Mstep: Class 40 contains 2868 members 
Mstep: Class 41 contains 13870 members 
Mstep: Class 42 contains 6904 members 
Mstep: Class 43 contains 530 members 
Mstep: Class 44 contains 2846 members 
Mstep: Class 45 contains 858 members 
Mstep: Class 46 contains 10668 members 
Mstep: Class 47 contains 275 members 
Mstep: Class 48 contains 27551 members 
Mstep: Class 49 contains 6478 members 
Mstep: Class 50 contains 716 members 
Mstep: Class 51 contains 13199 members 
Mstep: Class 52 contains 422 members 
Mstep: Class 53 contains 2141 members 
Mstep: Class 54 contains 227 members 
Mstep: Class 55 contains 1139 members 
Mstep: Class 56 contains 823 members 
Mstep: Class 57 contains 1511 members 
Mstep: Class 58 contains 316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147500992.000000 Penalty: 197734.250000
Iteration 133Q: 58 clusters Score -1.47501e+08 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 2523 members 
Mstep: Class 3 contains 4155 members 
Mstep: Class 4 contains 12034 members 
Mstep: Class 5 contains 2557 members 
Mstep: Class 6 contains 2536 members 
Mstep: Class 7 contains 1135 members 
Mstep: Class 8 contains 8033 members 
Mstep: Class 9 contains 176912 members 
Mstep: Class 10 contains 8492 members 
Mstep: Class 11 contains 4250 members 
Mstep: Class 12 contains 24245 members 
Mstep: Class 13 contains 4044 members 
Mstep: Class 14 contains 6564 members 
Mstep: Class 15 contains 194425 members 
Mstep: Class 16 contains 219912 members 
Mstep: Class 17 contains 18113 members 
Mstep: Class 18 contains 32514 members 
Mstep: Class 19 contains 271 members 
Mstep: Class 20 contains 4183 members 
Mstep: Class 21 contains 27295 members 
Mstep: Class 22 contains 39649 members 
Mstep: Class 23 contains 4470 members 
Mstep: Class 24 contains 9152 members 
Mstep: Class 25 contains 37588 members 
Mstep: Class 26 contains 37106 members 
Mstep: Class 27 contains 7191 members 
Mstep: Class 28 contains 25954 members 
Mstep: Class 29 contains 8121 members 
Mstep: Class 30 contains 25239 members 
Mstep: Class 31 contains 6537 members 
Mstep: Class 32 contains 18151 members 
Mstep: Class 34 contains 11583 members 
Mstep: Class 35 contains 63526 members 
Mstep: Class 36 contains 25711 members 
Mstep: Class 37 contains 7338 members 
Mstep: Class 38 contains 1048 members 
Mstep: Class 39 contains 3460 members 
Mstep: Class 40 contains 2869 members 
Mstep: Class 41 contains 13893 members 
Mstep: Class 42 contains 6925 members 
Mstep: Class 43 contains 530 members 
Mstep: Class 44 contains 2846 members 
Mstep: Class 45 contains 858 members 
Mstep: Class 46 contains 10666 members 
Mstep: Class 47 contains 275 members 
Mstep: Class 48 contains 27553 members 
Mstep: Class 49 contains 6532 members 
Mstep: Class 50 contains 716 members 
Mstep: Class 51 contains 13509 members 
Mstep: Class 52 contains 422 members 
Mstep: Class 53 contains 2140 members 
Mstep: Class 54 contains 227 members 
Mstep: Class 55 contains 1143 members 
Mstep: Class 56 contains 826 members 
Mstep: Class 57 contains 1511 members 
Mstep: Class 58 contains 316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147501248.000000 Penalty: 197734.250000
Iteration 134Q: 58 clusters Score -1.475012e+08 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 2522 members 
Mstep: Class 3 contains 4155 members 
Mstep: Class 4 contains 12027 members 
Mstep: Class 5 contains 2569 members 
Mstep: Class 6 contains 2536 members 
Mstep: Class 7 contains 1135 members 
Mstep: Class 8 contains 8029 members 
Mstep: Class 9 contains 176853 members 
Mstep: Class 10 contains 8493 members 
Mstep: Class 11 contains 4253 members 
Mstep: Class 12 contains 24240 members 
Mstep: Class 13 contains 4044 members 
Mstep: Class 14 contains 6564 members 
Mstep: Class 15 contains 194422 members 
Mstep: Class 16 contains 219923 members 
Mstep: Class 17 contains 18078 members 
Mstep: Class 18 contains 32498 members 
Mstep: Class 19 contains 271 members 
Mstep: Class 20 contains 4183 members 
Mstep: Class 21 contains 27060 members 
Mstep: Class 22 contains 39622 members 
Mstep: Class 23 contains 4470 members 
Mstep: Class 24 contains 9151 members 
Mstep: Class 25 contains 37603 members 
Mstep: Class 26 contains 37109 members 
Mstep: Class 27 contains 7190 members 
Mstep: Class 28 contains 25947 members 
Mstep: Class 29 contains 8120 members 
Mstep: Class 30 contains 25247 members 
Mstep: Class 31 contains 6528 members 
Mstep: Class 32 contains 18148 members 
Mstep: Class 34 contains 11588 members 
Mstep: Class 35 contains 63488 members 
Mstep: Class 36 contains 25733 members 
Mstep: Class 37 contains 7338 members 
Mstep: Class 38 contains 1051 members 
Mstep: Class 39 contains 3461 members 
Mstep: Class 40 contains 2871 members 
Mstep: Class 41 contains 13915 members 
Mstep: Class 42 contains 6941 members 
Mstep: Class 43 contains 530 members 
Mstep: Class 44 contains 2846 members 
Mstep: Class 45 contains 858 members 
Mstep: Class 46 contains 10666 members 
Mstep: Class 47 contains 275 members 
Mstep: Class 48 contains 27555 members 
Mstep: Class 49 contains 6567 members 
Mstep: Class 50 contains 714 members 
Mstep: Class 51 contains 13799 members 
Mstep: Class 52 contains 424 members 
Mstep: Class 53 contains 2137 members 
Mstep: Class 54 contains 227 members 
Mstep: Class 55 contains 1144 members 
Mstep: Class 56 contains 824 members 
Mstep: Class 57 contains 1511 members 
Mstep: Class 58 contains 316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147501344.000000 Penalty: 197734.250000
Iteration 135Q: 58 clusters Score -1.475013e+08 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 2522 members 
Mstep: Class 3 contains 4155 members 
Mstep: Class 4 contains 12022 members 
Mstep: Class 5 contains 2581 members 
Mstep: Class 6 contains 2536 members 
Mstep: Class 7 contains 1135 members 
Mstep: Class 8 contains 8029 members 
Mstep: Class 9 contains 176808 members 
Mstep: Class 10 contains 8497 members 
Mstep: Class 11 contains 4259 members 
Mstep: Class 12 contains 24241 members 
Mstep: Class 13 contains 4044 members 
Mstep: Class 14 contains 6565 members 
Mstep: Class 15 contains 194383 members 
Mstep: Class 16 contains 219898 members 
Mstep: Class 17 contains 18038 members 
Mstep: Class 18 contains 32479 members 
Mstep: Class 19 contains 271 members 
Mstep: Class 20 contains 4183 members 
Mstep: Class 21 contains 26850 members 
Mstep: Class 22 contains 39586 members 
Mstep: Class 23 contains 4471 members 
Mstep: Class 24 contains 9148 members 
Mstep: Class 25 contains 37627 members 
Mstep: Class 26 contains 37117 members 
Mstep: Class 27 contains 7188 members 
Mstep: Class 28 contains 25946 members 
Mstep: Class 29 contains 8117 members 
Mstep: Class 30 contains 25254 members 
Mstep: Class 31 contains 6518 members 
Mstep: Class 32 contains 18135 members 
Mstep: Class 34 contains 11590 members 
Mstep: Class 35 contains 63461 members 
Mstep: Class 36 contains 25757 members 
Mstep: Class 37 contains 7338 members 
Mstep: Class 38 contains 1050 members 
Mstep: Class 39 contains 3461 members 
Mstep: Class 40 contains 2873 members 
Mstep: Class 41 contains 13940 members 
Mstep: Class 42 contains 6962 members 
Mstep: Class 43 contains 530 members 
Mstep: Class 44 contains 2846 members 
Mstep: Class 45 contains 858 members 
Mstep: Class 46 contains 10664 members 
Mstep: Class 47 contains 275 members 
Mstep: Class 48 contains 27556 members 
Mstep: Class 49 contains 6610 members 
Mstep: Class 50 contains 714 members 
Mstep: Class 51 contains 14092 members 
Mstep: Class 52 contains 425 members 
Mstep: Class 53 contains 2138 members 
Mstep: Class 54 contains 227 members 
Mstep: Class 55 contains 1146 members 
Mstep: Class 56 contains 825 members 
Mstep: Class 57 contains 1511 members 
Mstep: Class 58 contains 316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147501456.000000 Penalty: 197734.250000
Iteration 136Q: 58 clusters Score -1.475015e+08 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 2522 members 
Mstep: Class 3 contains 4155 members 
Mstep: Class 4 contains 12017 members 
Mstep: Class 5 contains 2593 members 
Mstep: Class 6 contains 2536 members 
Mstep: Class 7 contains 1135 members 
Mstep: Class 8 contains 8028 members 
Mstep: Class 9 contains 176758 members 
Mstep: Class 10 contains 8503 members 
Mstep: Class 11 contains 4262 members 
Mstep: Class 12 contains 24238 members 
Mstep: Class 13 contains 4044 members 
Mstep: Class 14 contains 6568 members 
Mstep: Class 15 contains 194295 members 
Mstep: Class 16 contains 219882 members 
Mstep: Class 17 contains 18000 members 
Mstep: Class 18 contains 32455 members 
Mstep: Class 19 contains 271 members 
Mstep: Class 20 contains 4184 members 
Mstep: Class 21 contains 26648 members 
Mstep: Class 22 contains 39550 members 
Mstep: Class 23 contains 4472 members 
Mstep: Class 24 contains 9142 members 
Mstep: Class 25 contains 37641 members 
Mstep: Class 26 contains 37121 members 
Mstep: Class 27 contains 7188 members 
Mstep: Class 28 contains 25954 members 
Mstep: Class 29 contains 8116 members 
Mstep: Class 30 contains 25260 members 
Mstep: Class 31 contains 6508 members 
Mstep: Class 32 contains 18129 members 
Mstep: Class 34 contains 11591 members 
Mstep: Class 35 contains 63434 members 
Mstep: Class 36 contains 25778 members 
Mstep: Class 37 contains 7339 members 
Mstep: Class 38 contains 1053 members 
Mstep: Class 39 contains 3461 members 
Mstep: Class 40 contains 2873 members 
Mstep: Class 41 contains 13975 members 
Mstep: Class 42 contains 6990 members 
Mstep: Class 43 contains 530 members 
Mstep: Class 44 contains 2846 members 
Mstep: Class 45 contains 858 members 
Mstep: Class 46 contains 10663 members 
Mstep: Class 47 contains 275 members 
Mstep: Class 48 contains 27559 members 
Mstep: Class 49 contains 6647 members 
Mstep: Class 50 contains 714 members 
Mstep: Class 51 contains 14416 members 
Mstep: Class 52 contains 426 members 
Mstep: Class 53 contains 2138 members 
Mstep: Class 54 contains 227 members 
Mstep: Class 55 contains 1148 members 
Mstep: Class 56 contains 825 members 
Mstep: Class 57 contains 1511 members 
Mstep: Class 58 contains 316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147501232.000000 Penalty: 197734.250000
Iteration 137Q: 58 clusters Score -1.475012e+08 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 2522 members 
Mstep: Class 3 contains 4155 members 
Mstep: Class 4 contains 12009 members 
Mstep: Class 5 contains 2603 members 
Mstep: Class 6 contains 2536 members 
Mstep: Class 7 contains 1135 members 
Mstep: Class 8 contains 8026 members 
Mstep: Class 9 contains 176716 members 
Mstep: Class 10 contains 8501 members 
Mstep: Class 11 contains 4263 members 
Mstep: Class 12 contains 24230 members 
Mstep: Class 13 contains 4044 members 
Mstep: Class 14 contains 6570 members 
Mstep: Class 15 contains 194229 members 
Mstep: Class 16 contains 219845 members 
Mstep: Class 17 contains 17974 members 
Mstep: Class 18 contains 32438 members 
Mstep: Class 19 contains 271 members 
Mstep: Class 20 contains 4185 members 
Mstep: Class 21 contains 26468 members 
Mstep: Class 22 contains 39555 members 
Mstep: Class 23 contains 4474 members 
Mstep: Class 24 contains 9139 members 
Mstep: Class 25 contains 37651 members 
Mstep: Class 26 contains 37122 members 
Mstep: Class 27 contains 7189 members 
Mstep: Class 28 contains 25953 members 
Mstep: Class 29 contains 8114 members 
Mstep: Class 30 contains 25267 members 
Mstep: Class 31 contains 6491 members 
Mstep: Class 32 contains 18121 members 
Mstep: Class 34 contains 11589 members 
Mstep: Class 35 contains 63412 members 
Mstep: Class 36 contains 25800 members 
Mstep: Class 37 contains 7338 members 
Mstep: Class 38 contains 1054 members 
Mstep: Class 39 contains 3461 members 
Mstep: Class 40 contains 2873 members 
Mstep: Class 41 contains 14004 members 
Mstep: Class 42 contains 7012 members 
Mstep: Class 43 contains 530 members 
Mstep: Class 44 contains 2846 members 
Mstep: Class 45 contains 858 members 
Mstep: Class 46 contains 10664 members 
Mstep: Class 47 contains 275 members 
Mstep: Class 48 contains 27561 members 
Mstep: Class 49 contains 6686 members 
Mstep: Class 50 contains 714 members 
Mstep: Class 51 contains 14705 members 
Mstep: Class 52 contains 429 members 
Mstep: Class 53 contains 2138 members 
Mstep: Class 54 contains 227 members 
Mstep: Class 55 contains 1146 members 
Mstep: Class 56 contains 825 members 
Mstep: Class 57 contains 1512 members 
Mstep: Class 58 contains 316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147501104.000000 Penalty: 197734.250000
Iteration 138Q: 58 clusters Score -1.475011e+08 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 2522 members 
Mstep: Class 3 contains 4155 members 
Mstep: Class 4 contains 12005 members 
Mstep: Class 5 contains 2606 members 
Mstep: Class 6 contains 2536 members 
Mstep: Class 7 contains 1135 members 
Mstep: Class 8 contains 8026 members 
Mstep: Class 9 contains 176661 members 
Mstep: Class 10 contains 8497 members 
Mstep: Class 11 contains 4271 members 
Mstep: Class 12 contains 24222 members 
Mstep: Class 13 contains 4044 members 
Mstep: Class 14 contains 6571 members 
Mstep: Class 15 contains 194131 members 
Mstep: Class 16 contains 219806 members 
Mstep: Class 17 contains 17945 members 
Mstep: Class 18 contains 32427 members 
Mstep: Class 19 contains 271 members 
Mstep: Class 20 contains 4186 members 
Mstep: Class 21 contains 26316 members 
Mstep: Class 22 contains 39558 members 
Mstep: Class 23 contains 4475 members 
Mstep: Class 24 contains 9135 members 
Mstep: Class 25 contains 37665 members 
Mstep: Class 26 contains 37127 members 
Mstep: Class 27 contains 7192 members 
Mstep: Class 28 contains 25961 members 
Mstep: Class 29 contains 8113 members 
Mstep: Class 30 contains 25262 members 
Mstep: Class 31 contains 6469 members 
Mstep: Class 32 contains 18116 members 
Mstep: Class 34 contains 11588 members 
Mstep: Class 35 contains 63402 members 
Mstep: Class 36 contains 25819 members 
Mstep: Class 37 contains 7338 members 
Mstep: Class 38 contains 1056 members 
Mstep: Class 39 contains 3461 members 
Mstep: Class 40 contains 2873 members 
Mstep: Class 41 contains 14032 members 
Mstep: Class 42 contains 7032 members 
Mstep: Class 43 contains 530 members 
Mstep: Class 44 contains 2846 members 
Mstep: Class 45 contains 858 members 
Mstep: Class 46 contains 10664 members 
Mstep: Class 47 contains 275 members 
Mstep: Class 48 contains 27560 members 
Mstep: Class 49 contains 6712 members 
Mstep: Class 50 contains 715 members 
Mstep: Class 51 contains 15011 members 
Mstep: Class 52 contains 430 members 
Mstep: Class 53 contains 2138 members 
Mstep: Class 54 contains 227 members 
Mstep: Class 55 contains 1145 members 
Mstep: Class 56 contains 825 members 
Mstep: Class 57 contains 1513 members 
Mstep: Class 58 contains 316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147501408.000000 Penalty: 197734.250000
Iteration 139Q: 58 clusters Score -1.475014e+08 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 2522 members 
Mstep: Class 3 contains 4155 members 
Mstep: Class 4 contains 12003 members 
Mstep: Class 5 contains 2617 members 
Mstep: Class 6 contains 2536 members 
Mstep: Class 7 contains 1135 members 
Mstep: Class 8 contains 8025 members 
Mstep: Class 9 contains 176620 members 
Mstep: Class 10 contains 8492 members 
Mstep: Class 11 contains 4276 members 
Mstep: Class 12 contains 24214 members 
Mstep: Class 13 contains 4045 members 
Mstep: Class 14 contains 6574 members 
Mstep: Class 15 contains 193971 members 
Mstep: Class 16 contains 219784 members 
Mstep: Class 17 contains 17898 members 
Mstep: Class 18 contains 32413 members 
Mstep: Class 19 contains 271 members 
Mstep: Class 20 contains 4186 members 
Mstep: Class 21 contains 26190 members 
Mstep: Class 22 contains 39556 members 
Mstep: Class 23 contains 4477 members 
Mstep: Class 24 contains 9135 members 
Mstep: Class 25 contains 37678 members 
Mstep: Class 26 contains 37127 members 
Mstep: Class 27 contains 7189 members 
Mstep: Class 28 contains 25962 members 
Mstep: Class 29 contains 8114 members 
Mstep: Class 30 contains 25258 members 
Mstep: Class 31 contains 6445 members 
Mstep: Class 32 contains 18119 members 
Mstep: Class 34 contains 11591 members 
Mstep: Class 35 contains 63380 members 
Mstep: Class 36 contains 25834 members 
Mstep: Class 37 contains 7338 members 
Mstep: Class 38 contains 1061 members 
Mstep: Class 39 contains 3461 members 
Mstep: Class 40 contains 2874 members 
Mstep: Class 41 contains 14059 members 
Mstep: Class 42 contains 7054 members 
Mstep: Class 43 contains 530 members 
Mstep: Class 44 contains 2846 members 
Mstep: Class 45 contains 858 members 
Mstep: Class 46 contains 10665 members 
Mstep: Class 47 contains 275 members 
Mstep: Class 48 contains 27561 members 
Mstep: Class 49 contains 6742 members 
Mstep: Class 50 contains 715 members 
Mstep: Class 51 contains 15351 members 
Mstep: Class 52 contains 430 members 
Mstep: Class 53 contains 2138 members 
Mstep: Class 54 contains 227 members 
Mstep: Class 55 contains 1139 members 
Mstep: Class 56 contains 825 members 
Mstep: Class 57 contains 1514 members 
Mstep: Class 58 contains 316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147501984.000000 Penalty: 197734.250000
Iteration 140F: 58 clusters Score -1.47502e+08 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 2522 members 
Mstep: Class 3 contains 4155 members 
Mstep: Class 4 contains 12000 members 
Mstep: Class 5 contains 2627 members 
Mstep: Class 6 contains 2536 members 
Mstep: Class 7 contains 1133 members 
Mstep: Class 8 contains 8018 members 
Mstep: Class 9 contains 176567 members 
Mstep: Class 10 contains 8495 members 
Mstep: Class 11 contains 4276 members 
Mstep: Class 12 contains 24209 members 
Mstep: Class 13 contains 4046 members 
Mstep: Class 14 contains 6577 members 
Mstep: Class 15 contains 193755 members 
Mstep: Class 16 contains 219747 members 
Mstep: Class 17 contains 17871 members 
Mstep: Class 18 contains 32389 members 
Mstep: Class 19 contains 270 members 
Mstep: Class 20 contains 4186 members 
Mstep: Class 21 contains 26065 members 
Mstep: Class 22 contains 39556 members 
Mstep: Class 23 contains 4479 members 
Mstep: Class 24 contains 9129 members 
Mstep: Class 25 contains 37706 members 
Mstep: Class 26 contains 37132 members 
Mstep: Class 27 contains 7188 members 
Mstep: Class 28 contains 25974 members 
Mstep: Class 29 contains 8117 members 
Mstep: Class 30 contains 25253 members 
Mstep: Class 31 contains 6431 members 
Mstep: Class 32 contains 18120 members 
Mstep: Class 34 contains 11591 members 
Mstep: Class 35 contains 63366 members 
Mstep: Class 36 contains 25846 members 
Mstep: Class 37 contains 7337 members 
Mstep: Class 38 contains 1055 members 
Mstep: Class 39 contains 3462 members 
Mstep: Class 40 contains 2874 members 
Mstep: Class 41 contains 14102 members 
Mstep: Class 42 contains 7076 members 
Mstep: Class 43 contains 522 members 
Mstep: Class 44 contains 2846 members 
Mstep: Class 45 contains 858 members 
Mstep: Class 46 contains 10662 members 
Mstep: Class 47 contains 275 members 
Mstep: Class 48 contains 27562 members 
Mstep: Class 49 contains 6765 members 
Mstep: Class 50 contains 714 members 
Mstep: Class 51 contains 15709 members 
Mstep: Class 52 contains 455 members 
Mstep: Class 53 contains 2135 members 
Mstep: Class 54 contains 227 members 
Mstep: Class 55 contains 1129 members 
Mstep: Class 56 contains 828 members 
Mstep: Class 57 contains 1518 members 
Mstep: Class 58 contains 324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147502736.000000 Penalty: 197734.250000
Iteration 141Q: 58 clusters Score -1.475027e+08 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 2522 members 
Mstep: Class 3 contains 4155 members 
Mstep: Class 4 contains 12000 members 
Mstep: Class 5 contains 2633 members 
Mstep: Class 6 contains 2536 members 
Mstep: Class 7 contains 1127 members 
Mstep: Class 8 contains 8013 members 
Mstep: Class 9 contains 176526 members 
Mstep: Class 10 contains 8491 members 
Mstep: Class 11 contains 4274 members 
Mstep: Class 12 contains 24203 members 
Mstep: Class 13 contains 4045 members 
Mstep: Class 14 contains 6578 members 
Mstep: Class 15 contains 193534 members 
Mstep: Class 16 contains 219731 members 
Mstep: Class 17 contains 17827 members 
Mstep: Class 18 contains 32374 members 
Mstep: Class 19 contains 273 members 
Mstep: Class 20 contains 4186 members 
Mstep: Class 21 contains 25932 members 
Mstep: Class 22 contains 39570 members 
Mstep: Class 23 contains 4479 members 
Mstep: Class 24 contains 9122 members 
Mstep: Class 25 contains 37729 members 
Mstep: Class 26 contains 37139 members 
Mstep: Class 27 contains 7185 members 
Mstep: Class 28 contains 25974 members 
Mstep: Class 29 contains 8112 members 
Mstep: Class 30 contains 25248 members 
Mstep: Class 31 contains 6418 members 
Mstep: Class 32 contains 18119 members 
Mstep: Class 34 contains 11591 members 
Mstep: Class 35 contains 63345 members 
Mstep: Class 36 contains 25855 members 
Mstep: Class 37 contains 7335 members 
Mstep: Class 38 contains 1049 members 
Mstep: Class 39 contains 3466 members 
Mstep: Class 40 contains 2874 members 
Mstep: Class 41 contains 14143 members 
Mstep: Class 42 contains 7100 members 
Mstep: Class 43 contains 515 members 
Mstep: Class 44 contains 2846 members 
Mstep: Class 45 contains 859 members 
Mstep: Class 46 contains 10661 members 
Mstep: Class 47 contains 275 members 
Mstep: Class 48 contains 27560 members 
Mstep: Class 49 contains 6788 members 
Mstep: Class 50 contains 709 members 
Mstep: Class 51 contains 16092 members 
Mstep: Class 52 contains 468 members 
Mstep: Class 53 contains 2138 members 
Mstep: Class 54 contains 227 members 
Mstep: Class 55 contains 1131 members 
Mstep: Class 56 contains 831 members 
Mstep: Class 57 contains 1519 members 
Mstep: Class 58 contains 332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147502800.000000 Penalty: 197734.250000
Iteration 142Q: 58 clusters Score -1.475028e+08 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 2522 members 
Mstep: Class 3 contains 4155 members 
Mstep: Class 4 contains 12002 members 
Mstep: Class 5 contains 2639 members 
Mstep: Class 6 contains 2536 members 
Mstep: Class 7 contains 1120 members 
Mstep: Class 8 contains 8008 members 
Mstep: Class 9 contains 176495 members 
Mstep: Class 10 contains 8490 members 
Mstep: Class 11 contains 4273 members 
Mstep: Class 12 contains 24190 members 
Mstep: Class 13 contains 4042 members 
Mstep: Class 14 contains 6579 members 
Mstep: Class 15 contains 193300 members 
Mstep: Class 16 contains 219711 members 
Mstep: Class 17 contains 17780 members 
Mstep: Class 18 contains 32365 members 
Mstep: Class 19 contains 274 members 
Mstep: Class 20 contains 4186 members 
Mstep: Class 21 contains 25800 members 
Mstep: Class 22 contains 39568 members 
Mstep: Class 23 contains 4479 members 
Mstep: Class 24 contains 9118 members 
Mstep: Class 25 contains 37741 members 
Mstep: Class 26 contains 37145 members 
Mstep: Class 27 contains 7185 members 
Mstep: Class 28 contains 25978 members 
Mstep: Class 29 contains 8101 members 
Mstep: Class 30 contains 25244 members 
Mstep: Class 31 contains 6404 members 
Mstep: Class 32 contains 18122 members 
Mstep: Class 34 contains 11589 members 
Mstep: Class 35 contains 63322 members 
Mstep: Class 36 contains 25862 members 
Mstep: Class 37 contains 7334 members 
Mstep: Class 38 contains 1046 members 
Mstep: Class 39 contains 3467 members 
Mstep: Class 40 contains 2874 members 
Mstep: Class 41 contains 14191 members 
Mstep: Class 42 contains 7129 members 
Mstep: Class 43 contains 513 members 
Mstep: Class 44 contains 2846 members 
Mstep: Class 45 contains 859 members 
Mstep: Class 46 contains 10663 members 
Mstep: Class 47 contains 276 members 
Mstep: Class 48 contains 27558 members 
Mstep: Class 49 contains 6806 members 
Mstep: Class 50 contains 702 members 
Mstep: Class 51 contains 16494 members 
Mstep: Class 52 contains 480 members 
Mstep: Class 53 contains 2137 members 
Mstep: Class 54 contains 227 members 
Mstep: Class 55 contains 1139 members 
Mstep: Class 56 contains 844 members 
Mstep: Class 57 contains 1519 members 
Mstep: Class 58 contains 334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147503328.000000 Penalty: 197734.250000
Iteration 143Q: 58 clusters Score -1.475033e+08 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 2522 members 
Mstep: Class 3 contains 4155 members 
Mstep: Class 4 contains 12004 members 
Mstep: Class 5 contains 2654 members 
Mstep: Class 6 contains 2536 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 8001 members 
Mstep: Class 9 contains 176456 members 
Mstep: Class 10 contains 8485 members 
Mstep: Class 11 contains 4268 members 
Mstep: Class 12 contains 24175 members 
Mstep: Class 13 contains 4038 members 
Mstep: Class 14 contains 6580 members 
Mstep: Class 15 contains 193072 members 
Mstep: Class 16 contains 219671 members 
Mstep: Class 17 contains 17727 members 
Mstep: Class 18 contains 32342 members 
Mstep: Class 19 contains 273 members 
Mstep: Class 20 contains 4186 members 
Mstep: Class 21 contains 25678 members 
Mstep: Class 22 contains 39573 members 
Mstep: Class 23 contains 4479 members 
Mstep: Class 24 contains 9112 members 
Mstep: Class 25 contains 37758 members 
Mstep: Class 26 contains 37154 members 
Mstep: Class 27 contains 7187 members 
Mstep: Class 28 contains 25983 members 
Mstep: Class 29 contains 8091 members 
Mstep: Class 30 contains 25243 members 
Mstep: Class 31 contains 6393 members 
Mstep: Class 32 contains 18121 members 
Mstep: Class 34 contains 11590 members 
Mstep: Class 35 contains 63300 members 
Mstep: Class 36 contains 25869 members 
Mstep: Class 37 contains 7334 members 
Mstep: Class 38 contains 1045 members 
Mstep: Class 39 contains 3468 members 
Mstep: Class 40 contains 2874 members 
Mstep: Class 41 contains 14233 members 
Mstep: Class 42 contains 7163 members 
Mstep: Class 43 contains 512 members 
Mstep: Class 44 contains 2846 members 
Mstep: Class 45 contains 859 members 
Mstep: Class 46 contains 10661 members 
Mstep: Class 47 contains 276 members 
Mstep: Class 48 contains 27559 members 
Mstep: Class 49 contains 6822 members 
Mstep: Class 50 contains 699 members 
Mstep: Class 51 contains 16907 members 
Mstep: Class 52 contains 491 members 
Mstep: Class 53 contains 2135 members 
Mstep: Class 54 contains 227 members 
Mstep: Class 55 contains 1151 members 
Mstep: Class 56 contains 856 members 
Mstep: Class 57 contains 1519 members 
Mstep: Class 58 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147503232.000000 Penalty: 197734.250000
Iteration 144Q: 58 clusters Score -1.475032e+08 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 2524 members 
Mstep: Class 3 contains 4155 members 
Mstep: Class 4 contains 12008 members 
Mstep: Class 5 contains 2676 members 
Mstep: Class 6 contains 2537 members 
Mstep: Class 7 contains 1092 members 
Mstep: Class 8 contains 7996 members 
Mstep: Class 9 contains 176407 members 
Mstep: Class 10 contains 8485 members 
Mstep: Class 11 contains 4267 members 
Mstep: Class 12 contains 24162 members 
Mstep: Class 13 contains 4036 members 
Mstep: Class 14 contains 6580 members 
Mstep: Class 15 contains 192875 members 
Mstep: Class 16 contains 219612 members 
Mstep: Class 17 contains 17676 members 
Mstep: Class 18 contains 32300 members 
Mstep: Class 19 contains 273 members 
Mstep: Class 20 contains 4187 members 
Mstep: Class 21 contains 25554 members 
Mstep: Class 22 contains 39592 members 
Mstep: Class 23 contains 4480 members 
Mstep: Class 24 contains 9106 members 
Mstep: Class 25 contains 37764 members 
Mstep: Class 26 contains 37157 members 
Mstep: Class 27 contains 7184 members 
Mstep: Class 28 contains 25986 members 
Mstep: Class 29 contains 8083 members 
Mstep: Class 30 contains 25241 members 
Mstep: Class 31 contains 6381 members 
Mstep: Class 32 contains 18120 members 
Mstep: Class 34 contains 11591 members 
Mstep: Class 35 contains 63276 members 
Mstep: Class 36 contains 25867 members 
Mstep: Class 37 contains 7333 members 
Mstep: Class 38 contains 1047 members 
Mstep: Class 39 contains 3469 members 
Mstep: Class 40 contains 2874 members 
Mstep: Class 41 contains 14266 members 
Mstep: Class 42 contains 7208 members 
Mstep: Class 43 contains 511 members 
Mstep: Class 44 contains 2846 members 
Mstep: Class 45 contains 859 members 
Mstep: Class 46 contains 10659 members 
Mstep: Class 47 contains 276 members 
Mstep: Class 48 contains 27559 members 
Mstep: Class 49 contains 6834 members 
Mstep: Class 50 contains 697 members 
Mstep: Class 51 contains 17338 members 
Mstep: Class 52 contains 501 members 
Mstep: Class 53 contains 2134 members 
Mstep: Class 54 contains 227 members 
Mstep: Class 55 contains 1166 members 
Mstep: Class 56 contains 869 members 
Mstep: Class 57 contains 1519 members 
Mstep: Class 58 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147503776.000000 Penalty: 197734.250000
Iteration 145Q: 58 clusters Score -1.475038e+08 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 2524 members 
Mstep: Class 3 contains 4155 members 
Mstep: Class 4 contains 12005 members 
Mstep: Class 5 contains 2695 members 
Mstep: Class 6 contains 2537 members 
Mstep: Class 7 contains 1078 members 
Mstep: Class 8 contains 7986 members 
Mstep: Class 9 contains 176357 members 
Mstep: Class 10 contains 8478 members 
Mstep: Class 11 contains 4270 members 
Mstep: Class 12 contains 24147 members 
Mstep: Class 13 contains 4033 members 
Mstep: Class 14 contains 6580 members 
Mstep: Class 15 contains 192705 members 
Mstep: Class 16 contains 219578 members 
Mstep: Class 17 contains 17619 members 
Mstep: Class 18 contains 32265 members 
Mstep: Class 19 contains 273 members 
Mstep: Class 20 contains 4187 members 
Mstep: Class 21 contains 25443 members 
Mstep: Class 22 contains 39595 members 
Mstep: Class 23 contains 4480 members 
Mstep: Class 24 contains 9100 members 
Mstep: Class 25 contains 37771 members 
Mstep: Class 26 contains 37158 members 
Mstep: Class 27 contains 7179 members 
Mstep: Class 28 contains 25979 members 
Mstep: Class 29 contains 8074 members 
Mstep: Class 30 contains 25244 members 
Mstep: Class 31 contains 6376 members 
Mstep: Class 32 contains 18116 members 
Mstep: Class 34 contains 11595 members 
Mstep: Class 35 contains 63244 members 
Mstep: Class 36 contains 25877 members 
Mstep: Class 37 contains 7335 members 
Mstep: Class 38 contains 1051 members 
Mstep: Class 39 contains 3471 members 
Mstep: Class 40 contains 2875 members 
Mstep: Class 41 contains 14285 members 
Mstep: Class 42 contains 7253 members 
Mstep: Class 43 contains 511 members 
Mstep: Class 44 contains 2845 members 
Mstep: Class 45 contains 858 members 
Mstep: Class 46 contains 10654 members 
Mstep: Class 47 contains 276 members 
Mstep: Class 48 contains 27560 members 
Mstep: Class 49 contains 6850 members 
Mstep: Class 50 contains 697 members 
Mstep: Class 51 contains 17756 members 
Mstep: Class 52 contains 507 members 
Mstep: Class 53 contains 2135 members 
Mstep: Class 54 contains 227 members 
Mstep: Class 55 contains 1175 members 
Mstep: Class 56 contains 878 members 
Mstep: Class 57 contains 1520 members 
Mstep: Class 58 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147503952.000000 Penalty: 197734.250000
Iteration 146Q: 58 clusters Score -1.47504e+08 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 2524 members 
Mstep: Class 3 contains 4155 members 
Mstep: Class 4 contains 12007 members 
Mstep: Class 5 contains 2708 members 
Mstep: Class 6 contains 2537 members 
Mstep: Class 7 contains 1073 members 
Mstep: Class 8 contains 7977 members 
Mstep: Class 9 contains 176323 members 
Mstep: Class 10 contains 8476 members 
Mstep: Class 11 contains 4269 members 
Mstep: Class 12 contains 24128 members 
Mstep: Class 13 contains 4032 members 
Mstep: Class 14 contains 6580 members 
Mstep: Class 15 contains 192512 members 
Mstep: Class 16 contains 219548 members 
Mstep: Class 17 contains 17558 members 
Mstep: Class 18 contains 32239 members 
Mstep: Class 19 contains 274 members 
Mstep: Class 20 contains 4187 members 
Mstep: Class 21 contains 25307 members 
Mstep: Class 22 contains 39606 members 
Mstep: Class 23 contains 4480 members 
Mstep: Class 24 contains 9098 members 
Mstep: Class 25 contains 37787 members 
Mstep: Class 26 contains 37161 members 
Mstep: Class 27 contains 7167 members 
Mstep: Class 28 contains 25974 members 
Mstep: Class 29 contains 8069 members 
Mstep: Class 30 contains 25247 members 
Mstep: Class 31 contains 6353 members 
Mstep: Class 32 contains 18106 members 
Mstep: Class 34 contains 11598 members 
Mstep: Class 35 contains 63226 members 
Mstep: Class 36 contains 25900 members 
Mstep: Class 37 contains 7334 members 
Mstep: Class 38 contains 1051 members 
Mstep: Class 39 contains 3473 members 
Mstep: Class 40 contains 2875 members 
Mstep: Class 41 contains 14300 members 
Mstep: Class 42 contains 7293 members 
Mstep: Class 43 contains 511 members 
Mstep: Class 44 contains 2846 members 
Mstep: Class 45 contains 858 members 
Mstep: Class 46 contains 10653 members 
Mstep: Class 47 contains 276 members 
Mstep: Class 48 contains 27558 members 
Mstep: Class 49 contains 6870 members 
Mstep: Class 50 contains 697 members 
Mstep: Class 51 contains 18187 members 
Mstep: Class 52 contains 510 members 
Mstep: Class 53 contains 2135 members 
Mstep: Class 54 contains 227 members 
Mstep: Class 55 contains 1177 members 
Mstep: Class 56 contains 883 members 
Mstep: Class 57 contains 1521 members 
Mstep: Class 58 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147504432.000000 Penalty: 197734.250000
Iteration 147Q: 58 clusters Score -1.475044e+08 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 2524 members 
Mstep: Class 3 contains 4155 members 
Mstep: Class 4 contains 12008 members 
Mstep: Class 5 contains 2720 members 
Mstep: Class 6 contains 2537 members 
Mstep: Class 7 contains 1068 members 
Mstep: Class 8 contains 7966 members 
Mstep: Class 9 contains 176301 members 
Mstep: Class 10 contains 8475 members 
Mstep: Class 11 contains 4266 members 
Mstep: Class 12 contains 24117 members 
Mstep: Class 13 contains 4030 members 
Mstep: Class 14 contains 6581 members 
Mstep: Class 15 contains 192300 members 
Mstep: Class 16 contains 219552 members 
Mstep: Class 17 contains 17496 members 
Mstep: Class 18 contains 32207 members 
Mstep: Class 19 contains 275 members 
Mstep: Class 20 contains 4187 members 
Mstep: Class 21 contains 25195 members 
Mstep: Class 22 contains 39604 members 
Mstep: Class 23 contains 4480 members 
Mstep: Class 24 contains 9095 members 
Mstep: Class 25 contains 37803 members 
Mstep: Class 26 contains 37161 members 
Mstep: Class 27 contains 7159 members 
Mstep: Class 28 contains 25977 members 
Mstep: Class 29 contains 8065 members 
Mstep: Class 30 contains 25249 members 
Mstep: Class 31 contains 6335 members 
Mstep: Class 32 contains 18097 members 
Mstep: Class 34 contains 11600 members 
Mstep: Class 35 contains 63214 members 
Mstep: Class 36 contains 25916 members 
Mstep: Class 37 contains 7332 members 
Mstep: Class 38 contains 1052 members 
Mstep: Class 39 contains 3473 members 
Mstep: Class 40 contains 2878 members 
Mstep: Class 41 contains 14305 members 
Mstep: Class 42 contains 7338 members 
Mstep: Class 43 contains 511 members 
Mstep: Class 44 contains 2847 members 
Mstep: Class 45 contains 857 members 
Mstep: Class 46 contains 10645 members 
Mstep: Class 47 contains 276 members 
Mstep: Class 48 contains 27557 members 
Mstep: Class 49 contains 6881 members 
Mstep: Class 50 contains 697 members 
Mstep: Class 51 contains 18587 members 
Mstep: Class 52 contains 514 members 
Mstep: Class 53 contains 2136 members 
Mstep: Class 54 contains 227 members 
Mstep: Class 55 contains 1179 members 
Mstep: Class 56 contains 893 members 
Mstep: Class 57 contains 1521 members 
Mstep: Class 58 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147504368.000000 Penalty: 197734.250000
Iteration 148Q: 58 clusters Score -1.475044e+08 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 2524 members 
Mstep: Class 3 contains 4155 members 
Mstep: Class 4 contains 12012 members 
Mstep: Class 5 contains 2729 members 
Mstep: Class 6 contains 2537 members 
Mstep: Class 7 contains 1061 members 
Mstep: Class 8 contains 7957 members 
Mstep: Class 9 contains 176272 members 
Mstep: Class 10 contains 8471 members 
Mstep: Class 11 contains 4264 members 
Mstep: Class 12 contains 24097 members 
Mstep: Class 13 contains 4028 members 
Mstep: Class 14 contains 6581 members 
Mstep: Class 15 contains 192073 members 
Mstep: Class 16 contains 219556 members 
Mstep: Class 17 contains 17438 members 
Mstep: Class 18 contains 32180 members 
Mstep: Class 19 contains 275 members 
Mstep: Class 20 contains 4187 members 
Mstep: Class 21 contains 25083 members 
Mstep: Class 22 contains 39620 members 
Mstep: Class 23 contains 4480 members 
Mstep: Class 24 contains 9094 members 
Mstep: Class 25 contains 37830 members 
Mstep: Class 26 contains 37166 members 
Mstep: Class 27 contains 7156 members 
Mstep: Class 28 contains 25981 members 
Mstep: Class 29 contains 8056 members 
Mstep: Class 30 contains 25246 members 
Mstep: Class 31 contains 6318 members 
Mstep: Class 32 contains 18089 members 
Mstep: Class 34 contains 11598 members 
Mstep: Class 35 contains 63193 members 
Mstep: Class 36 contains 25935 members 
Mstep: Class 37 contains 7333 members 
Mstep: Class 38 contains 1053 members 
Mstep: Class 39 contains 3474 members 
Mstep: Class 40 contains 2881 members 
Mstep: Class 41 contains 14304 members 
Mstep: Class 42 contains 7379 members 
Mstep: Class 43 contains 511 members 
Mstep: Class 44 contains 2847 members 
Mstep: Class 45 contains 857 members 
Mstep: Class 46 contains 10645 members 
Mstep: Class 47 contains 276 members 
Mstep: Class 48 contains 27561 members 
Mstep: Class 49 contains 6892 members 
Mstep: Class 50 contains 697 members 
Mstep: Class 51 contains 18981 members 
Mstep: Class 52 contains 518 members 
Mstep: Class 53 contains 2136 members 
Mstep: Class 54 contains 227 members 
Mstep: Class 55 contains 1182 members 
Mstep: Class 56 contains 903 members 
Mstep: Class 57 contains 1521 members 
Mstep: Class 58 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147504528.000000 Penalty: 197734.250000
Iteration 149Q: 58 clusters Score -1.475045e+08 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 2524 members 
Mstep: Class 3 contains 4155 members 
Mstep: Class 4 contains 12017 members 
Mstep: Class 5 contains 2735 members 
Mstep: Class 6 contains 2537 members 
Mstep: Class 7 contains 1049 members 
Mstep: Class 8 contains 7948 members 
Mstep: Class 9 contains 176250 members 
Mstep: Class 10 contains 8472 members 
Mstep: Class 11 contains 4261 members 
Mstep: Class 12 contains 24082 members 
Mstep: Class 13 contains 4026 members 
Mstep: Class 14 contains 6581 members 
Mstep: Class 15 contains 191845 members 
Mstep: Class 16 contains 219574 members 
Mstep: Class 17 contains 17389 members 
Mstep: Class 18 contains 32139 members 
Mstep: Class 19 contains 275 members 
Mstep: Class 20 contains 4187 members 
Mstep: Class 21 contains 24956 members 
Mstep: Class 22 contains 39621 members 
Mstep: Class 23 contains 4480 members 
Mstep: Class 24 contains 9092 members 
Mstep: Class 25 contains 37858 members 
Mstep: Class 26 contains 37167 members 
Mstep: Class 27 contains 7146 members 
Mstep: Class 28 contains 25995 members 
Mstep: Class 29 contains 8046 members 
Mstep: Class 30 contains 25253 members 
Mstep: Class 31 contains 6294 members 
Mstep: Class 32 contains 18079 members 
Mstep: Class 34 contains 11600 members 
Mstep: Class 35 contains 63170 members 
Mstep: Class 36 contains 25956 members 
Mstep: Class 37 contains 7329 members 
Mstep: Class 38 contains 1054 members 
Mstep: Class 39 contains 3477 members 
Mstep: Class 40 contains 2885 members 
Mstep: Class 41 contains 14313 members 
Mstep: Class 42 contains 7431 members 
Mstep: Class 43 contains 511 members 
Mstep: Class 44 contains 2847 members 
Mstep: Class 45 contains 857 members 
Mstep: Class 46 contains 10640 members 
Mstep: Class 47 contains 276 members 
Mstep: Class 48 contains 27564 members 
Mstep: Class 49 contains 6908 members 
Mstep: Class 50 contains 697 members 
Mstep: Class 51 contains 19363 members 
Mstep: Class 52 contains 525 members 
Mstep: Class 53 contains 2136 members 
Mstep: Class 54 contains 227 members 
Mstep: Class 55 contains 1188 members 
Mstep: Class 56 contains 911 members 
Mstep: Class 57 contains 1521 members 
Mstep: Class 58 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147504480.000000 Penalty: 197734.250000
Iteration 150Q: 58 clusters Score -1.475045e+08 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 2524 members 
Mstep: Class 3 contains 4155 members 
Mstep: Class 4 contains 12013 members 
Mstep: Class 5 contains 2746 members 
Mstep: Class 6 contains 2537 members 
Mstep: Class 7 contains 1023 members 
Mstep: Class 8 contains 7943 members 
Mstep: Class 9 contains 176219 members 
Mstep: Class 10 contains 8475 members 
Mstep: Class 11 contains 4257 members 
Mstep: Class 12 contains 24063 members 
Mstep: Class 13 contains 4023 members 
Mstep: Class 14 contains 6581 members 
Mstep: Class 15 contains 191642 members 
Mstep: Class 16 contains 219566 members 
Mstep: Class 17 contains 17338 members 
Mstep: Class 18 contains 32085 members 
Mstep: Class 19 contains 276 members 
Mstep: Class 20 contains 4187 members 
Mstep: Class 21 contains 24826 members 
Mstep: Class 22 contains 39618 members 
Mstep: Class 23 contains 4481 members 
Mstep: Class 24 contains 9092 members 
Mstep: Class 25 contains 37892 members 
Mstep: Class 26 contains 37170 members 
Mstep: Class 27 contains 7148 members 
Mstep: Class 28 contains 25996 members 
Mstep: Class 29 contains 8041 members 
Mstep: Class 30 contains 25258 members 
Mstep: Class 31 contains 6280 members 
Mstep: Class 32 contains 18070 members 
Mstep: Class 34 contains 11607 members 
Mstep: Class 35 contains 63157 members 
Mstep: Class 36 contains 25986 members 
Mstep: Class 37 contains 7324 members 
Mstep: Class 38 contains 1055 members 
Mstep: Class 39 contains 3483 members 
Mstep: Class 40 contains 2887 members 
Mstep: Class 41 contains 14340 members 
Mstep: Class 42 contains 7488 members 
Mstep: Class 43 contains 511 members 
Mstep: Class 44 contains 2847 members 
Mstep: Class 45 contains 857 members 
Mstep: Class 46 contains 10634 members 
Mstep: Class 47 contains 276 members 
Mstep: Class 48 contains 27565 members 
Mstep: Class 49 contains 6912 members 
Mstep: Class 50 contains 697 members 
Mstep: Class 51 contains 19724 members 
Mstep: Class 52 contains 527 members 
Mstep: Class 53 contains 2135 members 
Mstep: Class 54 contains 227 members 
Mstep: Class 55 contains 1211 members 
Mstep: Class 56 contains 923 members 
Mstep: Class 57 contains 1521 members 
Mstep: Class 58 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147505360.000000 Penalty: 197734.250000
Iteration 151Q: 58 clusters Score -1.475054e+08 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 2524 members 
Mstep: Class 3 contains 4155 members 
Mstep: Class 4 contains 12011 members 
Mstep: Class 5 contains 2745 members 
Mstep: Class 6 contains 2536 members 
Mstep: Class 7 contains 1016 members 
Mstep: Class 8 contains 7941 members 
Mstep: Class 9 contains 176193 members 
Mstep: Class 10 contains 8475 members 
Mstep: Class 11 contains 4261 members 
Mstep: Class 12 contains 24045 members 
Mstep: Class 13 contains 4025 members 
Mstep: Class 14 contains 6580 members 
Mstep: Class 15 contains 191456 members 
Mstep: Class 16 contains 219554 members 
Mstep: Class 17 contains 17293 members 
Mstep: Class 18 contains 32017 members 
Mstep: Class 19 contains 276 members 
Mstep: Class 20 contains 4187 members 
Mstep: Class 21 contains 24711 members 
Mstep: Class 22 contains 39603 members 
Mstep: Class 23 contains 4481 members 
Mstep: Class 24 contains 9089 members 
Mstep: Class 25 contains 37907 members 
Mstep: Class 26 contains 37174 members 
Mstep: Class 27 contains 7142 members 
Mstep: Class 28 contains 26004 members 
Mstep: Class 29 contains 8036 members 
Mstep: Class 30 contains 25267 members 
Mstep: Class 31 contains 6268 members 
Mstep: Class 32 contains 18059 members 
Mstep: Class 34 contains 11607 members 
Mstep: Class 35 contains 63128 members 
Mstep: Class 36 contains 26018 members 
Mstep: Class 37 contains 7324 members 
Mstep: Class 38 contains 1055 members 
Mstep: Class 39 contains 3488 members 
Mstep: Class 40 contains 2888 members 
Mstep: Class 41 contains 14382 members 
Mstep: Class 42 contains 7562 members 
Mstep: Class 43 contains 511 members 
Mstep: Class 44 contains 2847 members 
Mstep: Class 45 contains 857 members 
Mstep: Class 46 contains 10627 members 
Mstep: Class 47 contains 276 members 
Mstep: Class 48 contains 27565 members 
Mstep: Class 49 contains 6928 members 
Mstep: Class 50 contains 697 members 
Mstep: Class 51 contains 20062 members 
Mstep: Class 52 contains 532 members 
Mstep: Class 53 contains 2133 members 
Mstep: Class 54 contains 227 members 
Mstep: Class 55 contains 1218 members 
Mstep: Class 56 contains 931 members 
Mstep: Class 57 contains 1521 members 
Mstep: Class 58 contains 338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147506464.000000 Penalty: 197734.250000
Iteration 152Q: 58 clusters Score -1.475065e+08 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 2524 members 
Mstep: Class 3 contains 4155 members 
Mstep: Class 4 contains 12010 members 
Mstep: Class 5 contains 2743 members 
Mstep: Class 6 contains 2535 members 
Mstep: Class 7 contains 1015 members 
Mstep: Class 8 contains 7936 members 
Mstep: Class 9 contains 176157 members 
Mstep: Class 10 contains 8469 members 
Mstep: Class 11 contains 4265 members 
Mstep: Class 12 contains 24031 members 
Mstep: Class 13 contains 4025 members 
Mstep: Class 14 contains 6581 members 
Mstep: Class 15 contains 191291 members 
Mstep: Class 16 contains 219563 members 
Mstep: Class 17 contains 17245 members 
Mstep: Class 18 contains 31937 members 
Mstep: Class 19 contains 276 members 
Mstep: Class 20 contains 4187 members 
Mstep: Class 21 contains 24620 members 
Mstep: Class 22 contains 39587 members 
Mstep: Class 23 contains 4481 members 
Mstep: Class 24 contains 9088 members 
Mstep: Class 25 contains 37930 members 
Mstep: Class 26 contains 37176 members 
Mstep: Class 27 contains 7134 members 
Mstep: Class 28 contains 26004 members 
Mstep: Class 29 contains 8026 members 
Mstep: Class 30 contains 25264 members 
Mstep: Class 31 contains 6264 members 
Mstep: Class 32 contains 18047 members 
Mstep: Class 34 contains 11608 members 
Mstep: Class 35 contains 63107 members 
Mstep: Class 36 contains 26037 members 
Mstep: Class 37 contains 7323 members 
Mstep: Class 38 contains 1054 members 
Mstep: Class 39 contains 3493 members 
Mstep: Class 40 contains 2887 members 
Mstep: Class 41 contains 14415 members 
Mstep: Class 42 contains 7655 members 
Mstep: Class 43 contains 511 members 
Mstep: Class 44 contains 2847 members 
Mstep: Class 45 contains 857 members 
Mstep: Class 46 contains 10626 members 
Mstep: Class 47 contains 276 members 
Mstep: Class 48 contains 27565 members 
Mstep: Class 49 contains 6944 members 
Mstep: Class 50 contains 698 members 
Mstep: Class 51 contains 20371 members 
Mstep: Class 52 contains 537 members 
Mstep: Class 53 contains 2134 members 
Mstep: Class 54 contains 227 members 
Mstep: Class 55 contains 1214 members 
Mstep: Class 56 contains 942 members 
Mstep: Class 57 contains 1521 members 
Mstep: Class 58 contains 338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147506672.000000 Penalty: 197734.250000
Iteration 153Q: 58 clusters Score -1.475067e+08 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 2524 members 
Mstep: Class 3 contains 4155 members 
Mstep: Class 4 contains 12007 members 
Mstep: Class 5 contains 2749 members 
Mstep: Class 6 contains 2535 members 
Mstep: Class 7 contains 1015 members 
Mstep: Class 8 contains 7933 members 
Mstep: Class 9 contains 176134 members 
Mstep: Class 10 contains 8472 members 
Mstep: Class 11 contains 4262 members 
Mstep: Class 12 contains 24017 members 
Mstep: Class 13 contains 4025 members 
Mstep: Class 14 contains 6583 members 
Mstep: Class 15 contains 191131 members 
Mstep: Class 16 contains 219547 members 
Mstep: Class 17 contains 17202 members 
Mstep: Class 18 contains 31854 members 
Mstep: Class 19 contains 278 members 
Mstep: Class 20 contains 4187 members 
Mstep: Class 21 contains 24539 members 
Mstep: Class 22 contains 39569 members 
Mstep: Class 23 contains 4481 members 
Mstep: Class 24 contains 9083 members 
Mstep: Class 25 contains 37933 members 
Mstep: Class 26 contains 37180 members 
Mstep: Class 27 contains 7115 members 
Mstep: Class 28 contains 25999 members 
Mstep: Class 29 contains 8012 members 
Mstep: Class 30 contains 25264 members 
Mstep: Class 31 contains 6251 members 
Mstep: Class 32 contains 18034 members 
Mstep: Class 34 contains 11610 members 
Mstep: Class 35 contains 63091 members 
Mstep: Class 36 contains 26043 members 
Mstep: Class 37 contains 7321 members 
Mstep: Class 38 contains 1056 members 
Mstep: Class 39 contains 3495 members 
Mstep: Class 40 contains 2887 members 
Mstep: Class 41 contains 14452 members 
Mstep: Class 42 contains 7781 members 
Mstep: Class 43 contains 511 members 
Mstep: Class 44 contains 2847 members 
Mstep: Class 45 contains 857 members 
Mstep: Class 46 contains 10621 members 
Mstep: Class 47 contains 276 members 
Mstep: Class 48 contains 27566 members 
Mstep: Class 49 contains 6961 members 
Mstep: Class 50 contains 697 members 
Mstep: Class 51 contains 20679 members 
Mstep: Class 52 contains 542 members 
Mstep: Class 53 contains 2133 members 
Mstep: Class 54 contains 227 members 
Mstep: Class 55 contains 1212 members 
Mstep: Class 56 contains 958 members 
Mstep: Class 57 contains 1521 members 
Mstep: Class 58 contains 338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147506976.000000 Penalty: 197734.250000
Iteration 154Q: 58 clusters Score -1.47507e+08 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 2524 members 
Mstep: Class 3 contains 4155 members 
Mstep: Class 4 contains 12004 members 
Mstep: Class 5 contains 2753 members 
Mstep: Class 6 contains 2535 members 
Mstep: Class 7 contains 1015 members 
Mstep: Class 8 contains 7928 members 
Mstep: Class 9 contains 176102 members 
Mstep: Class 10 contains 8473 members 
Mstep: Class 11 contains 4261 members 
Mstep: Class 12 contains 24009 members 
Mstep: Class 13 contains 4020 members 
Mstep: Class 14 contains 6584 members 
Mstep: Class 15 contains 190968 members 
Mstep: Class 16 contains 219540 members 
Mstep: Class 17 contains 17157 members 
Mstep: Class 18 contains 31743 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 4187 members 
Mstep: Class 21 contains 24449 members 
Mstep: Class 22 contains 39575 members 
Mstep: Class 23 contains 4481 members 
Mstep: Class 24 contains 9082 members 
Mstep: Class 25 contains 37959 members 
Mstep: Class 26 contains 37182 members 
Mstep: Class 27 contains 7096 members 
Mstep: Class 28 contains 25993 members 
Mstep: Class 29 contains 8003 members 
Mstep: Class 30 contains 25267 members 
Mstep: Class 31 contains 6240 members 
Mstep: Class 32 contains 18022 members 
Mstep: Class 34 contains 11609 members 
Mstep: Class 35 contains 63077 members 
Mstep: Class 36 contains 26041 members 
Mstep: Class 37 contains 7320 members 
Mstep: Class 38 contains 1056 members 
Mstep: Class 39 contains 3500 members 
Mstep: Class 40 contains 2887 members 
Mstep: Class 41 contains 14482 members 
Mstep: Class 42 contains 7917 members 
Mstep: Class 43 contains 511 members 
Mstep: Class 44 contains 2847 members 
Mstep: Class 45 contains 857 members 
Mstep: Class 46 contains 10611 members 
Mstep: Class 47 contains 276 members 
Mstep: Class 48 contains 27566 members 
Mstep: Class 49 contains 6984 members 
Mstep: Class 50 contains 696 members 
Mstep: Class 51 contains 20982 members 
Mstep: Class 52 contains 542 members 
Mstep: Class 53 contains 2135 members 
Mstep: Class 54 contains 227 members 
Mstep: Class 55 contains 1208 members 
Mstep: Class 56 contains 972 members 
Mstep: Class 57 contains 1521 members 
Mstep: Class 58 contains 338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147507072.000000 Penalty: 197734.250000
Iteration 155Q: 58 clusters Score -1.475071e+08 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 2524 members 
Mstep: Class 3 contains 4155 members 
Mstep: Class 4 contains 12001 members 
Mstep: Class 5 contains 2762 members 
Mstep: Class 6 contains 2536 members 
Mstep: Class 7 contains 1015 members 
Mstep: Class 8 contains 7918 members 
Mstep: Class 9 contains 176055 members 
Mstep: Class 10 contains 8473 members 
Mstep: Class 11 contains 4259 members 
Mstep: Class 12 contains 24000 members 
Mstep: Class 13 contains 4018 members 
Mstep: Class 14 contains 6586 members 
Mstep: Class 15 contains 190766 members 
Mstep: Class 16 contains 219524 members 
Mstep: Class 17 contains 17130 members 
Mstep: Class 18 contains 31600 members 
Mstep: Class 19 contains 284 members 
Mstep: Class 20 contains 4187 members 
Mstep: Class 21 contains 24376 members 
Mstep: Class 22 contains 39586 members 
Mstep: Class 23 contains 4481 members 
Mstep: Class 24 contains 9079 members 
Mstep: Class 25 contains 37998 members 
Mstep: Class 26 contains 37187 members 
Mstep: Class 27 contains 7078 members 
Mstep: Class 28 contains 26000 members 
Mstep: Class 29 contains 7995 members 
Mstep: Class 30 contains 25259 members 
Mstep: Class 31 contains 6230 members 
Mstep: Class 32 contains 18010 members 
Mstep: Class 34 contains 11611 members 
Mstep: Class 35 contains 63055 members 
Mstep: Class 36 contains 26045 members 
Mstep: Class 37 contains 7320 members 
Mstep: Class 38 contains 1056 members 
Mstep: Class 39 contains 3504 members 
Mstep: Class 40 contains 2887 members 
Mstep: Class 41 contains 14531 members 
Mstep: Class 42 contains 8061 members 
Mstep: Class 43 contains 511 members 
Mstep: Class 44 contains 2847 members 
Mstep: Class 45 contains 857 members 
Mstep: Class 46 contains 10608 members 
Mstep: Class 47 contains 276 members 
Mstep: Class 48 contains 27568 members 
Mstep: Class 49 contains 6999 members 
Mstep: Class 50 contains 696 members 
Mstep: Class 51 contains 21291 members 
Mstep: Class 52 contains 542 members 
Mstep: Class 53 contains 2140 members 
Mstep: Class 54 contains 227 members 
Mstep: Class 55 contains 1202 members 
Mstep: Class 56 contains 982 members 
Mstep: Class 57 contains 1521 members 
Mstep: Class 58 contains 340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147507680.000000 Penalty: 197734.250000
Iteration 156Q: 58 clusters Score -1.475077e+08 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 2524 members 
Mstep: Class 3 contains 4155 members 
Mstep: Class 4 contains 11995 members 
Mstep: Class 5 contains 2765 members 
Mstep: Class 6 contains 2535 members 
Mstep: Class 7 contains 1015 members 
Mstep: Class 8 contains 7915 members 
Mstep: Class 9 contains 175996 members 
Mstep: Class 10 contains 8473 members 
Mstep: Class 11 contains 4263 members 
Mstep: Class 12 contains 23988 members 
Mstep: Class 13 contains 4018 members 
Mstep: Class 14 contains 6587 members 
Mstep: Class 15 contains 190574 members 
Mstep: Class 16 contains 219541 members 
Mstep: Class 17 contains 17092 members 
Mstep: Class 18 contains 31462 members 
Mstep: Class 19 contains 288 members 
Mstep: Class 20 contains 4187 members 
Mstep: Class 21 contains 24268 members 
Mstep: Class 22 contains 39587 members 
Mstep: Class 23 contains 4481 members 
Mstep: Class 24 contains 9079 members 
Mstep: Class 25 contains 38036 members 
Mstep: Class 26 contains 37191 members 
Mstep: Class 27 contains 7065 members 
Mstep: Class 28 contains 26003 members 
Mstep: Class 29 contains 7988 members 
Mstep: Class 30 contains 25257 members 
Mstep: Class 31 contains 6209 members 
Mstep: Class 32 contains 18013 members 
Mstep: Class 34 contains 11611 members 
Mstep: Class 35 contains 63040 members 
Mstep: Class 36 contains 26058 members 
Mstep: Class 37 contains 7320 members 
Mstep: Class 38 contains 1054 members 
Mstep: Class 39 contains 3507 members 
Mstep: Class 40 contains 2888 members 
Mstep: Class 41 contains 14583 members 
Mstep: Class 42 contains 8196 members 
Mstep: Class 43 contains 511 members 
Mstep: Class 44 contains 2847 members 
Mstep: Class 45 contains 857 members 
Mstep: Class 46 contains 10608 members 
Mstep: Class 47 contains 276 members 
Mstep: Class 48 contains 27567 members 
Mstep: Class 49 contains 7023 members 
Mstep: Class 50 contains 696 members 
Mstep: Class 51 contains 21587 members 
Mstep: Class 52 contains 545 members 
Mstep: Class 53 contains 2142 members 
Mstep: Class 54 contains 227 members 
Mstep: Class 55 contains 1195 members 
Mstep: Class 56 contains 994 members 
Mstep: Class 57 contains 1521 members 
Mstep: Class 58 contains 340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147508064.000000 Penalty: 197734.250000
Iteration 157Q: 58 clusters Score -1.475081e+08 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 2523 members 
Mstep: Class 3 contains 4155 members 
Mstep: Class 4 contains 11991 members 
Mstep: Class 5 contains 2773 members 
Mstep: Class 6 contains 2535 members 
Mstep: Class 7 contains 1015 members 
Mstep: Class 8 contains 7912 members 
Mstep: Class 9 contains 175954 members 
Mstep: Class 10 contains 8473 members 
Mstep: Class 11 contains 4268 members 
Mstep: Class 12 contains 23968 members 
Mstep: Class 13 contains 4017 members 
Mstep: Class 14 contains 6588 members 
Mstep: Class 15 contains 190340 members 
Mstep: Class 16 contains 219550 members 
Mstep: Class 17 contains 17044 members 
Mstep: Class 18 contains 31361 members 
Mstep: Class 19 contains 291 members 
Mstep: Class 20 contains 4187 members 
Mstep: Class 21 contains 24184 members 
Mstep: Class 22 contains 39616 members 
Mstep: Class 23 contains 4481 members 
Mstep: Class 24 contains 9073 members 
Mstep: Class 25 contains 38082 members 
Mstep: Class 26 contains 37198 members 
Mstep: Class 27 contains 7048 members 
Mstep: Class 28 contains 26004 members 
Mstep: Class 29 contains 7980 members 
Mstep: Class 30 contains 25256 members 
Mstep: Class 31 contains 6182 members 
Mstep: Class 32 contains 18010 members 
Mstep: Class 34 contains 11613 members 
Mstep: Class 35 contains 63032 members 
Mstep: Class 36 contains 26072 members 
Mstep: Class 37 contains 7321 members 
Mstep: Class 38 contains 1053 members 
Mstep: Class 39 contains 3508 members 
Mstep: Class 40 contains 2889 members 
Mstep: Class 41 contains 14640 members 
Mstep: Class 42 contains 8303 members 
Mstep: Class 43 contains 511 members 
Mstep: Class 44 contains 2847 members 
Mstep: Class 45 contains 857 members 
Mstep: Class 46 contains 10607 members 
Mstep: Class 47 contains 276 members 
Mstep: Class 48 contains 27566 members 
Mstep: Class 49 contains 7043 members 
Mstep: Class 50 contains 696 members 
Mstep: Class 51 contains 21877 members 
Mstep: Class 52 contains 553 members 
Mstep: Class 53 contains 2146 members 
Mstep: Class 54 contains 227 members 
Mstep: Class 55 contains 1187 members 
Mstep: Class 56 contains 998 members 
Mstep: Class 57 contains 1521 members 
Mstep: Class 58 contains 340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147508528.000000 Penalty: 197734.250000
Iteration 158Q: 58 clusters Score -1.475085e+08 nChanged 1312
Entering ConstructFrom: 
Score: -147508528.000000 Penalty: 197734.250000
Entering ConstructFrom: 
Trying to split cluster 1 (8456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Entering Unmasked Estep 
Score: -1051584.625000 Penalty: 2242.572510
	Iteration 0F: 2 clusters Score -1051585 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -1044907.375000 Penalty: 4485.145020
	Iteration 0F: 3 clusters Score -1044907 nChanged 3356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -1046730.687500 Penalty: 4485.145020
	Iteration 1F: 3 clusters Score -1046731 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -1047072.187500 Penalty: 4485.145020
	Iteration 2F: 3 clusters Score -1047072 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -1047393.312500 Penalty: 4485.145020
	Iteration 3F: 3 clusters Score -1047393 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -1047766.812500 Penalty: 4485.145020
	Iteration 4F: 3 clusters Score -1047767 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -1048209.625000 Penalty: 4485.145020
	Iteration 5F: 3 clusters Score -1048210 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -1048642.250000 Penalty: 4485.145020
	Iteration 6F: 3 clusters Score -1048642 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -1049093.875000 Penalty: 4485.145020
	Iteration 7F: 3 clusters Score -1049094 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -1049548.375000 Penalty: 4485.145020
	Iteration 8F: 3 clusters Score -1049548 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -1049979.125000 Penalty: 4485.145020
	Iteration 9F: 3 clusters Score -1049979 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -1050272.750000 Penalty: 4485.145020
	Iteration 10Q: 3 clusters Score -1050273 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -1050437.125000 Penalty: 4485.145020
	Iteration 11Q: 3 clusters Score -1050437 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -1050529.000000 Penalty: 4485.145020
	Iteration 12Q: 3 clusters Score -1050529 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -1050582.250000 Penalty: 4485.145020
	Iteration 13Q: 3 clusters Score -1050582 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -1050610.125000 Penalty: 4485.145020
	Iteration 14Q: 3 clusters Score -1050610 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -1050625.125000 Penalty: 4485.145020
	Iteration 15Q: 3 clusters Score -1050625 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -1050634.750000 Penalty: 4485.145020
	Iteration 16Q: 3 clusters Score -1050635 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -1050640.750000 Penalty: 4485.145020
	Iteration 17Q: 3 clusters Score -1050641 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -1050645.500000 Penalty: 4485.145020
	Iteration 18Q: 3 clusters Score -1050646 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -1050648.500000 Penalty: 4485.145020
	Iteration 19Q: 3 clusters Score -1050648 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -1050654.250000 Penalty: 4485.145020
	Iteration 20F: 3 clusters Score -1050654 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -1050652.625000 Penalty: 4485.145020
	Iteration 21Q: 3 clusters Score -1050653 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -1050656.500000 Penalty: 4485.145020
	Iteration 22Q: 3 clusters Score -1050656 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -1050659.250000 Penalty: 4485.145020
	Iteration 23Q: 3 clusters Score -1050659 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -1050663.875000 Penalty: 4485.145020
	Iteration 24Q: 3 clusters Score -1050664 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -1050665.000000 Penalty: 4485.145020
	Iteration 25Q: 3 clusters Score -1050665 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -1050669.750000 Penalty: 4485.145020
	Iteration 26Q: 3 clusters Score -1050670 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -1050669.750000 Penalty: 4485.145020
	Iteration 27Q: 3 clusters Score -1050670 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -1050673.375000 Penalty: 4485.145020
	Iteration 28Q: 3 clusters Score -1050673 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -1050678.250000 Penalty: 4485.145020
	Iteration 29Q: 3 clusters Score -1050678 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -1050682.125000 Penalty: 4485.145020
	Iteration 30Q: 3 clusters Score -1050682 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -1050684.875000 Penalty: 4485.145020
	Iteration 31Q: 3 clusters Score -1050685 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -1050692.000000 Penalty: 4485.145020
	Iteration 32Q: 3 clusters Score -1050692 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -1050696.375000 Penalty: 4485.145020
	Iteration 33Q: 3 clusters Score -1050696 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -1050698.750000 Penalty: 4485.145020
	Iteration 34Q: 3 clusters Score -1050699 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -1050705.250000 Penalty: 4485.145020
	Iteration 35Q: 3 clusters Score -1050705 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -1050710.500000 Penalty: 4485.145020
	Iteration 36Q: 3 clusters Score -1050710 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -1050719.125000 Penalty: 4485.145020
	Iteration 37Q: 3 clusters Score -1050719 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -1050724.625000 Penalty: 4485.145020
	Iteration 38Q: 3 clusters Score -1050725 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -1050733.125000 Penalty: 4485.145020
	Iteration 39Q: 3 clusters Score -1050733 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -1050747.750000 Penalty: 4485.145020
	Iteration 40F: 3 clusters Score -1050748 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -1050771.250000 Penalty: 4485.145020
	Iteration 41Q: 3 clusters Score -1050771 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -1050799.125000 Penalty: 4485.145020
	Iteration 42Q: 3 clusters Score -1050799 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -1050825.625000 Penalty: 4485.145020
	Iteration 43Q: 3 clusters Score -1050826 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -1050863.625000 Penalty: 4485.145020
	Iteration 44Q: 3 clusters Score -1050864 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -1050919.750000 Penalty: 4485.145020
	Iteration 45Q: 3 clusters Score -1050920 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -1050983.000000 Penalty: 4485.145020
	Iteration 46Q: 3 clusters Score -1050983 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -1051075.875000 Penalty: 4485.145020
	Iteration 47Q: 3 clusters Score -1051076 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -1051183.500000 Penalty: 4485.145020
	Iteration 48Q: 3 clusters Score -1051184 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -1051283.500000 Penalty: 4485.145020
	Iteration 49Q: 3 clusters Score -1051284 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -1051371.500000 Penalty: 4485.145020
	Iteration 50Q: 3 clusters Score -1051372 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -1051441.375000 Penalty: 4485.145020
	Iteration 51Q: 3 clusters Score -1051441 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -1051484.625000 Penalty: 4485.145020
	Iteration 52Q: 3 clusters Score -1051485 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -1051513.875000 Penalty: 4485.145020
	Iteration 53Q: 3 clusters Score -1051514 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -1051529.625000 Penalty: 4485.145020
	Iteration 54Q: 3 clusters Score -1051530 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -1051540.000000 Penalty: 4485.145020
	Iteration 55Q: 3 clusters Score -1051540 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -1051546.625000 Penalty: 4485.145020
	Iteration 56Q: 3 clusters Score -1051547 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -1051551.250000 Penalty: 4485.145020
	Iteration 57Q: 3 clusters Score -1051551 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -1051551.875000 Penalty: 4485.145020
	Iteration 58Q: 3 clusters Score -1051552 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -1051554.375000 Penalty: 4485.145020
	Iteration 59Q: 3 clusters Score -1051554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -1051554.125000 Penalty: 4485.145020
	Iteration 60F: 3 clusters Score -1051554 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -1051554.000000 Penalty: 4485.145020
	Iteration 61Q: 3 clusters Score -1051554 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -1051554.125000 Penalty: 4485.145020
	Iteration 62Q: 3 clusters Score -1051554 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -1051555.875000 Penalty: 4485.145020
	Iteration 63Q: 3 clusters Score -1051556 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -1051555.500000 Penalty: 4485.145020
	Iteration 64Q: 3 clusters Score -1051556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -1051556.000000 Penalty: 4485.145020
	Iteration 65Q: 3 clusters Score -1051556 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -1051557.000000 Penalty: 4485.145020
	Iteration 66Q: 3 clusters Score -1051557 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -1051556.875000 Penalty: 4485.145020
	Iteration 67Q: 3 clusters Score -1051557 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -1051557.500000 Penalty: 4485.145020
	Iteration 68Q: 3 clusters Score -1051558 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -1051561.250000 Penalty: 4485.145020
	Iteration 69Q: 3 clusters Score -1051561 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -1051559.500000 Penalty: 4485.145020
	Iteration 70Q: 3 clusters Score -1051560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -1051560.125000 Penalty: 4485.145020
	Iteration 71Q: 3 clusters Score -1051560 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -1051560.375000 Penalty: 4485.145020
	Iteration 72Q: 3 clusters Score -1051560 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -1051560.375000 Penalty: 4485.145020
	Iteration 73Q: 3 clusters Score -1051560 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -1051560.250000 Penalty: 4485.145020
	Iteration 74Q: 3 clusters Score -1051560 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -1051558.875000 Penalty: 4485.145020
	Iteration 75Q: 3 clusters Score -1051559 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -1051561.125000 Penalty: 4485.145020
	Iteration 76Q: 3 clusters Score -1051561 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -1051561.625000 Penalty: 4485.145020
	Iteration 77Q: 3 clusters Score -1051562 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -1051561.625000 Penalty: 4485.145020
	Iteration 78F: 3 clusters Score -1051562 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Entering Unmasked Estep 
Score: -316886.406250 Penalty: 1942.634521
	Iteration 0F: 2 clusters Score -316886.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -313950.312500 Penalty: 3885.269043
	Iteration 0F: 3 clusters Score -313950.3 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -314469.937500 Penalty: 3885.269043
	Iteration 1F: 3 clusters Score -314469.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -314585.531250 Penalty: 3885.269043
	Iteration 2F: 3 clusters Score -314585.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -314662.125000 Penalty: 3885.269043
	Iteration 3Q: 3 clusters Score -314662.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -314712.250000 Penalty: 3885.269043
	Iteration 4Q: 3 clusters Score -314712.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -314750.812500 Penalty: 3885.269043
	Iteration 5Q: 3 clusters Score -314750.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -314781.968750 Penalty: 3885.269043
	Iteration 6Q: 3 clusters Score -314782 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -314806.343750 Penalty: 3885.269043
	Iteration 7Q: 3 clusters Score -314806.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -314822.500000 Penalty: 3885.269043
	Iteration 8Q: 3 clusters Score -314822.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -314838.812500 Penalty: 3885.269043
	Iteration 9Q: 3 clusters Score -314838.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -314848.562500 Penalty: 3885.269043
	Iteration 10Q: 3 clusters Score -314848.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -314855.937500 Penalty: 3885.269043
	Iteration 11Q: 3 clusters Score -314855.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -314862.968750 Penalty: 3885.269043
	Iteration 12Q: 3 clusters Score -314863 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -314868.250000 Penalty: 3885.269043
	Iteration 13Q: 3 clusters Score -314868.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -314870.625000 Penalty: 3885.269043
	Iteration 14Q: 3 clusters Score -314870.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -314875.031250 Penalty: 3885.269043
	Iteration 15Q: 3 clusters Score -314875 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -314878.031250 Penalty: 3885.269043
	Iteration 16Q: 3 clusters Score -314878 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -314880.468750 Penalty: 3885.269043
	Iteration 17Q: 3 clusters Score -314880.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -314882.906250 Penalty: 3885.269043
	Iteration 18Q: 3 clusters Score -314882.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -314886.125000 Penalty: 3885.269043
	Iteration 19Q: 3 clusters Score -314886.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -314890.031250 Penalty: 3885.269043
	Iteration 20F: 3 clusters Score -314890 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -314892.156250 Penalty: 3885.269043
	Iteration 21Q: 3 clusters Score -314892.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -314894.406250 Penalty: 3885.269043
	Iteration 22Q: 3 clusters Score -314894.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -314897.250000 Penalty: 3885.269043
	Iteration 23Q: 3 clusters Score -314897.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -314900.625000 Penalty: 3885.269043
	Iteration 24Q: 3 clusters Score -314900.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -314901.375000 Penalty: 3885.269043
	Iteration 25Q: 3 clusters Score -314901.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -314901.718750 Penalty: 3885.269043
	Iteration 26Q: 3 clusters Score -314901.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -314902.125000 Penalty: 3885.269043
	Iteration 27Q: 3 clusters Score -314902.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -314903.406250 Penalty: 3885.269043
	Iteration 28Q: 3 clusters Score -314903.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -314905.375000 Penalty: 3885.269043
	Iteration 29Q: 3 clusters Score -314905.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -314908.156250 Penalty: 3885.269043
	Iteration 30Q: 3 clusters Score -314908.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -314909.656250 Penalty: 3885.269043
	Iteration 31Q: 3 clusters Score -314909.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -314911.156250 Penalty: 3885.269043
	Iteration 32Q: 3 clusters Score -314911.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -314911.843750 Penalty: 3885.269043
	Iteration 33Q: 3 clusters Score -314911.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -314912.468750 Penalty: 3885.269043
	Iteration 34Q: 3 clusters Score -314912.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -314912.812500 Penalty: 3885.269043
	Iteration 35Q: 3 clusters Score -314912.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -314913.750000 Penalty: 3885.269043
	Iteration 36Q: 3 clusters Score -314913.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -314913.750000 Penalty: 3885.269043
	Iteration 37F: 3 clusters Score -314913.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Entering Unmasked Estep 
Score: -746023.875000 Penalty: 2066.352783
	Iteration 0F: 2 clusters Score -746023.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -742064.187500 Penalty: 4132.705566
	Iteration 0F: 3 clusters Score -742064.2 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -743152.812500 Penalty: 4132.705566
	Iteration 1F: 3 clusters Score -743152.8 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -743624.375000 Penalty: 4132.705566
	Iteration 2F: 3 clusters Score -743624.4 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -744037.062500 Penalty: 4132.705566
	Iteration 3F: 3 clusters Score -744037.1 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -744423.937500 Penalty: 4132.705566
	Iteration 4F: 3 clusters Score -744423.9 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -744732.750000 Penalty: 4132.705566
	Iteration 5F: 3 clusters Score -744732.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -744970.937500 Penalty: 4132.705566
	Iteration 6F: 3 clusters Score -744970.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -745174.375000 Penalty: 4132.705566
	Iteration 7Q: 3 clusters Score -745174.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -745292.125000 Penalty: 4132.705566
	Iteration 8Q: 3 clusters Score -745292.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -745372.500000 Penalty: 4132.705566
	Iteration 9Q: 3 clusters Score -745372.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -745427.375000 Penalty: 4132.705566
	Iteration 10Q: 3 clusters Score -745427.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -745465.625000 Penalty: 4132.705566
	Iteration 11Q: 3 clusters Score -745465.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -745484.562500 Penalty: 4132.705566
	Iteration 12Q: 3 clusters Score -745484.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -745495.437500 Penalty: 4132.705566
	Iteration 13Q: 3 clusters Score -745495.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -745498.625000 Penalty: 4132.705566
	Iteration 14Q: 3 clusters Score -745498.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -745503.500000 Penalty: 4132.705566
	Iteration 15Q: 3 clusters Score -745503.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -745505.187500 Penalty: 4132.705566
	Iteration 16Q: 3 clusters Score -745505.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -745506.375000 Penalty: 4132.705566
	Iteration 17Q: 3 clusters Score -745506.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -745506.375000 Penalty: 4132.705566
	Iteration 18F: 3 clusters Score -745506.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (11988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11988 members 
Entering Unmasked Estep 
Score: -1366961.875000 Penalty: 2329.132080
	Iteration 0F: 2 clusters Score -1366962 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -1358067.625000 Penalty: 4658.264160
	Iteration 0F: 3 clusters Score -1358068 nChanged 5085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -1361010.250000 Penalty: 4658.264160
	Iteration 1F: 3 clusters Score -1361010 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -1361599.125000 Penalty: 4658.264160
	Iteration 2F: 3 clusters Score -1361599 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -1362296.250000 Penalty: 4658.264160
	Iteration 3F: 3 clusters Score -1362296 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -1363008.875000 Penalty: 4658.264160
	Iteration 4F: 3 clusters Score -1363009 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -1363698.250000 Penalty: 4658.264160
	Iteration 5F: 3 clusters Score -1363698 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -1364301.250000 Penalty: 4658.264160
	Iteration 6F: 3 clusters Score -1364301 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -1364779.375000 Penalty: 4658.264160
	Iteration 7F: 3 clusters Score -1364779 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -1365140.125000 Penalty: 4658.264160
	Iteration 8Q: 3 clusters Score -1365140 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -1365418.875000 Penalty: 4658.264160
	Iteration 9Q: 3 clusters Score -1365419 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -1365659.000000 Penalty: 4658.264160
	Iteration 10Q: 3 clusters Score -1365659 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -1365852.875000 Penalty: 4658.264160
	Iteration 11Q: 3 clusters Score -1365853 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -1366026.500000 Penalty: 4658.264160
	Iteration 12Q: 3 clusters Score -1366026 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -1366182.375000 Penalty: 4658.264160
	Iteration 13Q: 3 clusters Score -1366182 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9924 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -1366299.750000 Penalty: 4658.264160
	Iteration 14Q: 3 clusters Score -1366300 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10071 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -1366394.000000 Penalty: 4658.264160
	Iteration 15Q: 3 clusters Score -1366394 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -1366472.250000 Penalty: 4658.264160
	Iteration 16Q: 3 clusters Score -1366472 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10268 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -1366524.125000 Penalty: 4658.264160
	Iteration 17Q: 3 clusters Score -1366524 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10358 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -1366575.125000 Penalty: 4658.264160
	Iteration 18Q: 3 clusters Score -1366575 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10433 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -1366631.000000 Penalty: 4658.264160
	Iteration 19Q: 3 clusters Score -1366631 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10474 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -1366668.500000 Penalty: 4658.264160
	Iteration 20F: 3 clusters Score -1366668 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10506 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -1366697.500000 Penalty: 4658.264160
	Iteration 21Q: 3 clusters Score -1366698 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10536 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -1366717.375000 Penalty: 4658.264160
	Iteration 22Q: 3 clusters Score -1366717 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10568 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -1366732.750000 Penalty: 4658.264160
	Iteration 23Q: 3 clusters Score -1366733 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10592 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -1366738.875000 Penalty: 4658.264160
	Iteration 24Q: 3 clusters Score -1366739 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10605 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -1366739.375000 Penalty: 4658.264160
	Iteration 25Q: 3 clusters Score -1366739 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10615 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -1366741.500000 Penalty: 4658.264160
	Iteration 26Q: 3 clusters Score -1366742 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10621 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -1366743.375000 Penalty: 4658.264160
	Iteration 27Q: 3 clusters Score -1366743 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -1366741.250000 Penalty: 4658.264160
	Iteration 28Q: 3 clusters Score -1366741 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10623 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -1366743.250000 Penalty: 4658.264160
	Iteration 29Q: 3 clusters Score -1366743 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10623 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -1366741.625000 Penalty: 4658.264160
	Iteration 30Q: 3 clusters Score -1366742 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10623 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -1366741.625000 Penalty: 4658.264160
	Iteration 31F: 3 clusters Score -1366742 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Entering Unmasked Estep 
Score: -352357.093750 Penalty: 1967.492676
	Iteration 0F: 2 clusters Score -352357.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -349251.843750 Penalty: 3934.985352
	Iteration 0F: 3 clusters Score -349251.8 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -349882.843750 Penalty: 3934.985352
	Iteration 1F: 3 clusters Score -349882.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -350022.625000 Penalty: 3934.985352
	Iteration 2F: 3 clusters Score -350022.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -350102.281250 Penalty: 3934.985352
	Iteration 3Q: 3 clusters Score -350102.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -350146.312500 Penalty: 3934.985352
	Iteration 4Q: 3 clusters Score -350146.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -350182.843750 Penalty: 3934.985352
	Iteration 5Q: 3 clusters Score -350182.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -350213.468750 Penalty: 3934.985352
	Iteration 6Q: 3 clusters Score -350213.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -350230.156250 Penalty: 3934.985352
	Iteration 7Q: 3 clusters Score -350230.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -350238.593750 Penalty: 3934.985352
	Iteration 8Q: 3 clusters Score -350238.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -350244.531250 Penalty: 3934.985352
	Iteration 9Q: 3 clusters Score -350244.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -350250.375000 Penalty: 3934.985352
	Iteration 10Q: 3 clusters Score -350250.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -350259.062500 Penalty: 3934.985352
	Iteration 11Q: 3 clusters Score -350259.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -350266.281250 Penalty: 3934.985352
	Iteration 12Q: 3 clusters Score -350266.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -350270.937500 Penalty: 3934.985352
	Iteration 13Q: 3 clusters Score -350270.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -350273.343750 Penalty: 3934.985352
	Iteration 14Q: 3 clusters Score -350273.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -350277.812500 Penalty: 3934.985352
	Iteration 15Q: 3 clusters Score -350277.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -350280.281250 Penalty: 3934.985352
	Iteration 16Q: 3 clusters Score -350280.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -350281.468750 Penalty: 3934.985352
	Iteration 17Q: 3 clusters Score -350281.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -350281.468750 Penalty: 3934.985352
	Iteration 18F: 3 clusters Score -350281.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -316107.750000 Penalty: 1943.811279
	Iteration 0F: 2 clusters Score -316107.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -313107.281250 Penalty: 3887.622559
	Iteration 0F: 3 clusters Score -313107.3 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -313707.531250 Penalty: 3887.622559
	Iteration 1F: 3 clusters Score -313707.5 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -313890.781250 Penalty: 3887.622559
	Iteration 2F: 3 clusters Score -313890.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -314024.375000 Penalty: 3887.622559
	Iteration 3F: 3 clusters Score -314024.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -314124.750000 Penalty: 3887.622559
	Iteration 4Q: 3 clusters Score -314124.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -314257.093750 Penalty: 3887.622559
	Iteration 5Q: 3 clusters Score -314257.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -314427.156250 Penalty: 3887.622559
	Iteration 6Q: 3 clusters Score -314427.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -314654.750000 Penalty: 3887.622559
	Iteration 7F: 3 clusters Score -314654.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -314911.093750 Penalty: 3887.622559
	Iteration 8F: 3 clusters Score -314911.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -315097.218750 Penalty: 3887.622559
	Iteration 9F: 3 clusters Score -315097.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -315224.562500 Penalty: 3887.622559
	Iteration 10Q: 3 clusters Score -315224.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -315307.562500 Penalty: 3887.622559
	Iteration 11Q: 3 clusters Score -315307.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -315359.562500 Penalty: 3887.622559
	Iteration 12Q: 3 clusters Score -315359.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -315393.281250 Penalty: 3887.622559
	Iteration 13Q: 3 clusters Score -315393.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -315417.687500 Penalty: 3887.622559
	Iteration 14Q: 3 clusters Score -315417.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -315441.187500 Penalty: 3887.622559
	Iteration 15Q: 3 clusters Score -315441.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -315472.812500 Penalty: 3887.622559
	Iteration 16Q: 3 clusters Score -315472.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -315503.687500 Penalty: 3887.622559
	Iteration 17Q: 3 clusters Score -315503.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -315541.562500 Penalty: 3887.622559
	Iteration 18Q: 3 clusters Score -315541.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -315576.031250 Penalty: 3887.622559
	Iteration 19Q: 3 clusters Score -315576 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -315594.718750 Penalty: 3887.622559
	Iteration 20F: 3 clusters Score -315594.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -315607.906250 Penalty: 3887.622559
	Iteration 21Q: 3 clusters Score -315607.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -315614.625000 Penalty: 3887.622559
	Iteration 22Q: 3 clusters Score -315614.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -315618.718750 Penalty: 3887.622559
	Iteration 23Q: 3 clusters Score -315618.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -315622.437500 Penalty: 3887.622559
	Iteration 24Q: 3 clusters Score -315622.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -315624.093750 Penalty: 3887.622559
	Iteration 25Q: 3 clusters Score -315624.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -315626.718750 Penalty: 3887.622559
	Iteration 26Q: 3 clusters Score -315626.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -315627.000000 Penalty: 3887.622559
	Iteration 27Q: 3 clusters Score -315627 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -315628.875000 Penalty: 3887.622559
	Iteration 28Q: 3 clusters Score -315628.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -315630.843750 Penalty: 3887.622559
	Iteration 29Q: 3 clusters Score -315630.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -315630.843750 Penalty: 3887.622559
	Iteration 30F: 3 clusters Score -315630.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Entering Unmasked Estep 
Score: -142126.031250 Penalty: 1716.815674
	Iteration 0F: 2 clusters Score -142126 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 526 members 
Entering Unmasked Estep 
Score: -140271.906250 Penalty: 3433.631348
	Iteration 0F: 3 clusters Score -140271.9 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -141368.343750 Penalty: 3433.631348
	Iteration 1F: 3 clusters Score -141368.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -142776.328125 Penalty: 3433.631348
	Iteration 2F: 3 clusters Score -142776.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -143744.031250 Penalty: 3433.631348
	Iteration 3F: 3 clusters Score -143744 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -144576.000000 Penalty: 3433.631348
	Iteration 4Q: 3 clusters Score -144576 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -144796.140625 Penalty: 3433.631348
	Iteration 5Q: 3 clusters Score -144796.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -145102.390625 Penalty: 3433.631348
	Iteration 6Q: 3 clusters Score -145102.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -145365.812500 Penalty: 3433.631348
	Iteration 7Q: 3 clusters Score -145365.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -145377.171875 Penalty: 3433.631348
	Iteration 8Q: 3 clusters Score -145377.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -145377.171875 Penalty: 3433.631348
	Iteration 9F: 3 clusters Score -145377.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 2523 members 
Mstep: Class 3 contains 4155 members 
Mstep: Class 4 contains 11988 members 
Mstep: Class 5 contains 2789 members 
Mstep: Class 6 contains 2535 members 
Mstep: Class 7 contains 376 members 
Mstep: Class 8 contains 7907 members 
Mstep: Class 9 contains 175907 members 
Mstep: Class 10 contains 8471 members 
Mstep: Class 11 contains 4267 members 
Mstep: Class 12 contains 23944 members 
Mstep: Class 13 contains 4016 members 
Mstep: Class 14 contains 6588 members 
Mstep: Class 15 contains 190139 members 
Mstep: Class 16 contains 219556 members 
Mstep: Class 17 contains 17003 members 
Mstep: Class 18 contains 31256 members 
Mstep: Class 19 contains 293 members 
Mstep: Class 20 contains 4187 members 
Mstep: Class 21 contains 24109 members 
Mstep: Class 22 contains 39653 members 
Mstep: Class 23 contains 4481 members 
Mstep: Class 24 contains 9068 members 
Mstep: Class 25 contains 38111 members 
Mstep: Class 26 contains 37204 members 
Mstep: Class 27 contains 7024 members 
Mstep: Class 28 contains 26001 members 
Mstep: Class 29 contains 7973 members 
Mstep: Class 30 contains 25260 members 
Mstep: Class 31 contains 6163 members 
Mstep: Class 32 contains 18003 members 
Mstep: Class 33 contains 639 members 
Mstep: Class 34 contains 11614 members 
Mstep: Class 35 contains 63023 members 
Mstep: Class 36 contains 26073 members 
Mstep: Class 37 contains 7321 members 
Mstep: Class 38 contains 1046 members 
Mstep: Class 39 contains 3509 members 
Mstep: Class 40 contains 2891 members 
Mstep: Class 41 contains 14701 members 
Mstep: Class 42 contains 8441 members 
Mstep: Class 43 contains 512 members 
Mstep: Class 44 contains 2847 members 
Mstep: Class 45 contains 857 members 
Mstep: Class 46 contains 10607 members 
Mstep: Class 47 contains 276 members 
Mstep: Class 48 contains 27567 members 
Mstep: Class 49 contains 7060 members 
Mstep: Class 50 contains 695 members 
Mstep: Class 51 contains 22128 members 
Mstep: Class 52 contains 564 members 
Mstep: Class 53 contains 2151 members 
Mstep: Class 54 contains 227 members 
Mstep: Class 55 contains 1180 members 
Mstep: Class 56 contains 1003 members 
Mstep: Class 57 contains 1521 members 
Mstep: Class 58 contains 340 members 
Entering Unmasked Estep 
Score: -147510112.000000 Penalty: 201203.265625
Splitting cluster 7 changes total score from -147508528.000000 to -147510112.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 8 (7907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Entering Unmasked Estep 
Score: -1002969.687500 Penalty: 2225.925049
	Iteration 0F: 2 clusters Score -1002970 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -996525.000000 Penalty: 4451.850098
	Iteration 0F: 3 clusters Score -996525 nChanged 3293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -998312.125000 Penalty: 4451.850098
	Iteration 1F: 3 clusters Score -998312.1 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -998594.562500 Penalty: 4451.850098
	Iteration 2F: 3 clusters Score -998594.6 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -998810.500000 Penalty: 4451.850098
	Iteration 3F: 3 clusters Score -998810.5 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -998987.625000 Penalty: 4451.850098
	Iteration 4Q: 3 clusters Score -998987.6 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -999124.875000 Penalty: 4451.850098
	Iteration 5Q: 3 clusters Score -999124.9 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -999262.062500 Penalty: 4451.850098
	Iteration 6Q: 3 clusters Score -999262.1 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -999403.625000 Penalty: 4451.850098
	Iteration 7Q: 3 clusters Score -999403.6 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -999525.687500 Penalty: 4451.850098
	Iteration 8Q: 3 clusters Score -999525.7 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -999634.875000 Penalty: 4451.850098
	Iteration 9Q: 3 clusters Score -999634.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -999750.875000 Penalty: 4451.850098
	Iteration 10Q: 3 clusters Score -999750.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -999858.812500 Penalty: 4451.850098
	Iteration 11Q: 3 clusters Score -999858.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -999948.625000 Penalty: 4451.850098
	Iteration 12Q: 3 clusters Score -999948.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -1000030.875000 Penalty: 4451.850098
	Iteration 13Q: 3 clusters Score -1000031 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -1000090.000000 Penalty: 4451.850098
	Iteration 14Q: 3 clusters Score -1000090 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -1000146.500000 Penalty: 4451.850098
	Iteration 15Q: 3 clusters Score -1000146 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -1000200.750000 Penalty: 4451.850098
	Iteration 16Q: 3 clusters Score -1000201 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -1000259.187500 Penalty: 4451.850098
	Iteration 17Q: 3 clusters Score -1000259 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -1000319.937500 Penalty: 4451.850098
	Iteration 18Q: 3 clusters Score -1000320 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -1000379.625000 Penalty: 4451.850098
	Iteration 19Q: 3 clusters Score -1000380 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -1000434.687500 Penalty: 4451.850098
	Iteration 20F: 3 clusters Score -1000435 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -1000501.437500 Penalty: 4451.850098
	Iteration 21Q: 3 clusters Score -1000501 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -1000568.687500 Penalty: 4451.850098
	Iteration 22Q: 3 clusters Score -1000569 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -1000626.062500 Penalty: 4451.850098
	Iteration 23Q: 3 clusters Score -1000626 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -1000679.750000 Penalty: 4451.850098
	Iteration 24Q: 3 clusters Score -1000680 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -1000723.500000 Penalty: 4451.850098
	Iteration 25Q: 3 clusters Score -1000724 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -1000770.437500 Penalty: 4451.850098
	Iteration 26Q: 3 clusters Score -1000770 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -1000819.250000 Penalty: 4451.850098
	Iteration 27Q: 3 clusters Score -1000819 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -1000872.687500 Penalty: 4451.850098
	Iteration 28Q: 3 clusters Score -1000873 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -1000916.187500 Penalty: 4451.850098
	Iteration 29Q: 3 clusters Score -1000916 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -1000947.562500 Penalty: 4451.850098
	Iteration 30Q: 3 clusters Score -1000948 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -1000973.500000 Penalty: 4451.850098
	Iteration 31Q: 3 clusters Score -1000974 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -1000997.500000 Penalty: 4451.850098
	Iteration 32Q: 3 clusters Score -1000998 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -1001015.562500 Penalty: 4451.850098
	Iteration 33Q: 3 clusters Score -1001016 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -1001029.750000 Penalty: 4451.850098
	Iteration 34Q: 3 clusters Score -1001030 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -1001040.437500 Penalty: 4451.850098
	Iteration 35Q: 3 clusters Score -1001040 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -1001048.687500 Penalty: 4451.850098
	Iteration 36Q: 3 clusters Score -1001049 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -1001055.812500 Penalty: 4451.850098
	Iteration 37Q: 3 clusters Score -1001056 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -1001061.312500 Penalty: 4451.850098
	Iteration 38Q: 3 clusters Score -1001061 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -1001065.937500 Penalty: 4451.850098
	Iteration 39Q: 3 clusters Score -1001066 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -1001069.312500 Penalty: 4451.850098
	Iteration 40F: 3 clusters Score -1001069 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -1001071.000000 Penalty: 4451.850098
	Iteration 41Q: 3 clusters Score -1001071 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -1001071.687500 Penalty: 4451.850098
	Iteration 42Q: 3 clusters Score -1001072 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -1001072.312500 Penalty: 4451.850098
	Iteration 43Q: 3 clusters Score -1001072 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -1001072.812500 Penalty: 4451.850098
	Iteration 44Q: 3 clusters Score -1001073 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -1001075.187500 Penalty: 4451.850098
	Iteration 45Q: 3 clusters Score -1001075 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -1001075.437500 Penalty: 4451.850098
	Iteration 46Q: 3 clusters Score -1001075 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -1001075.625000 Penalty: 4451.850098
	Iteration 47Q: 3 clusters Score -1001076 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -1001075.500000 Penalty: 4451.850098
	Iteration 48Q: 3 clusters Score -1001076 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -1001077.250000 Penalty: 4451.850098
	Iteration 49Q: 3 clusters Score -1001077 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -1001076.187500 Penalty: 4451.850098
	Iteration 50Q: 3 clusters Score -1001076 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -1001076.187500 Penalty: 4451.850098
	Iteration 51F: 3 clusters Score -1001076 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (175907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175907 members 
Entering Unmasked Estep 
Score: -22499898.000000 Penalty: 2995.272461
	Iteration 0F: 2 clusters Score -2.24999e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87832 members 
Mstep: Class 2 contains 88075 members 
Entering Unmasked Estep 
Score: -22382516.000000 Penalty: 5990.544922
	Iteration 0F: 3 clusters Score -2.238252e+07 nChanged 84110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85204 members 
Mstep: Class 2 contains 90703 members 
Entering Unmasked Estep 
Score: -22431260.000000 Penalty: 5990.544922
	Iteration 1F: 3 clusters Score -2.243126e+07 nChanged 4974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83648 members 
Mstep: Class 2 contains 92259 members 
Entering Unmasked Estep 
Score: -22432462.000000 Penalty: 5990.544922
	Iteration 2Q: 3 clusters Score -2.243246e+07 nChanged 5203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81555 members 
Mstep: Class 2 contains 94352 members 
Entering Unmasked Estep 
Score: -22433654.000000 Penalty: 5990.544922
	Iteration 3Q: 3 clusters Score -2.243365e+07 nChanged 5724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78589 members 
Mstep: Class 2 contains 97318 members 
Entering Unmasked Estep 
Score: -22435470.000000 Penalty: 5990.544922
	Iteration 4Q: 3 clusters Score -2.243547e+07 nChanged 6615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74340 members 
Mstep: Class 2 contains 101567 members 
Entering Unmasked Estep 
Score: -22438108.000000 Penalty: 5990.544922
	Iteration 5Q: 3 clusters Score -2.243811e+07 nChanged 7570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68506 members 
Mstep: Class 2 contains 107401 members 
Entering Unmasked Estep 
Score: -22441798.000000 Penalty: 5990.544922
	Iteration 6Q: 3 clusters Score -2.24418e+07 nChanged 8962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60640 members 
Mstep: Class 2 contains 115267 members 
Entering Unmasked Estep 
Score: -22447078.000000 Penalty: 5990.544922
	Iteration 7F: 3 clusters Score -2.244708e+07 nChanged 10850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50352 members 
Mstep: Class 2 contains 125555 members 
Entering Unmasked Estep 
Score: -22454548.000000 Penalty: 5990.544922
	Iteration 8F: 3 clusters Score -2.245455e+07 nChanged 12452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38074 members 
Mstep: Class 2 contains 137833 members 
Entering Unmasked Estep 
Score: -22464462.000000 Penalty: 5990.544922
	Iteration 9F: 3 clusters Score -2.246446e+07 nChanged 12770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25346 members 
Mstep: Class 2 contains 150561 members 
Entering Unmasked Estep 
Score: -22475610.000000 Penalty: 5990.544922
	Iteration 10F: 3 clusters Score -2.247561e+07 nChanged 10726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14628 members 
Mstep: Class 2 contains 161279 members 
Entering Unmasked Estep 
Score: -22484918.000000 Penalty: 5990.544922
	Iteration 11F: 3 clusters Score -2.248492e+07 nChanged 7263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 168540 members 
Entering Unmasked Estep 
Score: -22491068.000000 Penalty: 5990.544922
	Iteration 12Q: 3 clusters Score -2.249107e+07 nChanged 3931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 172471 members 
Entering Unmasked Estep 
Score: -22494420.000000 Penalty: 5990.544922
	Iteration 13Q: 3 clusters Score -2.249442e+07 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 174255 members 
Entering Unmasked Estep 
Score: -22495998.000000 Penalty: 5990.544922
	Iteration 14Q: 3 clusters Score -2.2496e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 175007 members 
Entering Unmasked Estep 
Score: -22496654.000000 Penalty: 5990.544922
	Iteration 15Q: 3 clusters Score -2.249665e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 175294 members 
Entering Unmasked Estep 
Score: -22496948.000000 Penalty: 5990.544922
	Iteration 16Q: 3 clusters Score -2.249695e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 175384 members 
Entering Unmasked Estep 
Score: -22497088.000000 Penalty: 5990.544922
	Iteration 17Q: 3 clusters Score -2.249709e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 175454 members 
Entering Unmasked Estep 
Score: -22497166.000000 Penalty: 5990.544922
	Iteration 18Q: 3 clusters Score -2.249717e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 175493 members 
Entering Unmasked Estep 
Score: -22497246.000000 Penalty: 5990.544922
	Iteration 19Q: 3 clusters Score -2.249725e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 175508 members 
Entering Unmasked Estep 
Score: -22497262.000000 Penalty: 5990.544922
	Iteration 20F: 3 clusters Score -2.249726e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 175521 members 
Entering Unmasked Estep 
Score: -22497282.000000 Penalty: 5990.544922
	Iteration 21Q: 3 clusters Score -2.249728e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 175528 members 
Entering Unmasked Estep 
Score: -22497284.000000 Penalty: 5990.544922
	Iteration 22Q: 3 clusters Score -2.249728e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 175538 members 
Entering Unmasked Estep 
Score: -22497310.000000 Penalty: 5990.544922
	Iteration 23Q: 3 clusters Score -2.249731e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 175548 members 
Entering Unmasked Estep 
Score: -22497328.000000 Penalty: 5990.544922
	Iteration 24Q: 3 clusters Score -2.249733e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 175553 members 
Entering Unmasked Estep 
Score: -22497326.000000 Penalty: 5990.544922
	Iteration 25Q: 3 clusters Score -2.249733e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 175555 members 
Entering Unmasked Estep 
Score: -22497348.000000 Penalty: 5990.544922
	Iteration 26Q: 3 clusters Score -2.249735e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 175559 members 
Entering Unmasked Estep 
Score: -22497356.000000 Penalty: 5990.544922
	Iteration 27Q: 3 clusters Score -2.249736e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 175560 members 
Entering Unmasked Estep 
Score: -22497358.000000 Penalty: 5990.544922
	Iteration 28Q: 3 clusters Score -2.249736e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 175560 members 
Entering Unmasked Estep 
Score: -22497358.000000 Penalty: 5990.544922
	Iteration 29Q: 3 clusters Score -2.249736e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 175560 members 
Entering Unmasked Estep 
Score: -22497358.000000 Penalty: 5990.544922
	Iteration 30F: 3 clusters Score -2.249736e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (8471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Entering Unmasked Estep 
Score: -934786.625000 Penalty: 2243.012207
	Iteration 0F: 2 clusters Score -934786.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -928137.500000 Penalty: 4486.024414
	Iteration 0F: 3 clusters Score -928137.5 nChanged 3498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -930450.375000 Penalty: 4486.024414
	Iteration 1F: 3 clusters Score -930450.4 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -931224.937500 Penalty: 4486.024414
	Iteration 2F: 3 clusters Score -931224.9 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -931910.187500 Penalty: 4486.024414
	Iteration 3F: 3 clusters Score -931910.2 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -932529.375000 Penalty: 4486.024414
	Iteration 4F: 3 clusters Score -932529.4 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -932907.375000 Penalty: 4486.024414
	Iteration 5F: 3 clusters Score -932907.4 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -933150.937500 Penalty: 4486.024414
	Iteration 6Q: 3 clusters Score -933150.9 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -933316.875000 Penalty: 4486.024414
	Iteration 7Q: 3 clusters Score -933316.9 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -933438.125000 Penalty: 4486.024414
	Iteration 8Q: 3 clusters Score -933438.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -933518.500000 Penalty: 4486.024414
	Iteration 9Q: 3 clusters Score -933518.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -933586.125000 Penalty: 4486.024414
	Iteration 10Q: 3 clusters Score -933586.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -933656.750000 Penalty: 4486.024414
	Iteration 11Q: 3 clusters Score -933656.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -933701.500000 Penalty: 4486.024414
	Iteration 12Q: 3 clusters Score -933701.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -933731.750000 Penalty: 4486.024414
	Iteration 13Q: 3 clusters Score -933731.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -933757.937500 Penalty: 4486.024414
	Iteration 14Q: 3 clusters Score -933757.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -933777.437500 Penalty: 4486.024414
	Iteration 15Q: 3 clusters Score -933777.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -933798.500000 Penalty: 4486.024414
	Iteration 16Q: 3 clusters Score -933798.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -933817.312500 Penalty: 4486.024414
	Iteration 17Q: 3 clusters Score -933817.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -933837.250000 Penalty: 4486.024414
	Iteration 18Q: 3 clusters Score -933837.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -933863.562500 Penalty: 4486.024414
	Iteration 19Q: 3 clusters Score -933863.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -933885.875000 Penalty: 4486.024414
	Iteration 20F: 3 clusters Score -933885.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -933903.562500 Penalty: 4486.024414
	Iteration 21Q: 3 clusters Score -933903.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -933913.187500 Penalty: 4486.024414
	Iteration 22Q: 3 clusters Score -933913.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -933921.625000 Penalty: 4486.024414
	Iteration 23Q: 3 clusters Score -933921.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -933926.500000 Penalty: 4486.024414
	Iteration 24Q: 3 clusters Score -933926.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -933931.937500 Penalty: 4486.024414
	Iteration 25Q: 3 clusters Score -933931.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -933936.000000 Penalty: 4486.024414
	Iteration 26Q: 3 clusters Score -933936 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -933939.437500 Penalty: 4486.024414
	Iteration 27Q: 3 clusters Score -933939.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -933945.250000 Penalty: 4486.024414
	Iteration 28Q: 3 clusters Score -933945.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -933948.062500 Penalty: 4486.024414
	Iteration 29Q: 3 clusters Score -933948.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -933952.500000 Penalty: 4486.024414
	Iteration 30Q: 3 clusters Score -933952.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -933956.312500 Penalty: 4486.024414
	Iteration 31Q: 3 clusters Score -933956.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -933959.500000 Penalty: 4486.024414
	Iteration 32Q: 3 clusters Score -933959.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -933965.937500 Penalty: 4486.024414
	Iteration 33Q: 3 clusters Score -933965.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -933968.562500 Penalty: 4486.024414
	Iteration 34Q: 3 clusters Score -933968.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -933969.812500 Penalty: 4486.024414
	Iteration 35Q: 3 clusters Score -933969.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -933972.562500 Penalty: 4486.024414
	Iteration 36Q: 3 clusters Score -933972.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -933973.375000 Penalty: 4486.024414
	Iteration 37Q: 3 clusters Score -933973.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -933977.250000 Penalty: 4486.024414
	Iteration 38Q: 3 clusters Score -933977.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -933978.187500 Penalty: 4486.024414
	Iteration 39Q: 3 clusters Score -933978.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -933980.625000 Penalty: 4486.024414
	Iteration 40F: 3 clusters Score -933980.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -933984.687500 Penalty: 4486.024414
	Iteration 41Q: 3 clusters Score -933984.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -933984.937500 Penalty: 4486.024414
	Iteration 42Q: 3 clusters Score -933984.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -933983.000000 Penalty: 4486.024414
	Iteration 43Q: 3 clusters Score -933983 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -933984.562500 Penalty: 4486.024414
	Iteration 44Q: 3 clusters Score -933984.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -933986.812500 Penalty: 4486.024414
	Iteration 45Q: 3 clusters Score -933986.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -933986.937500 Penalty: 4486.024414
	Iteration 46Q: 3 clusters Score -933986.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -933987.250000 Penalty: 4486.024414
	Iteration 47Q: 3 clusters Score -933987.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -933988.687500 Penalty: 4486.024414
	Iteration 48Q: 3 clusters Score -933988.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -933992.062500 Penalty: 4486.024414
	Iteration 49Q: 3 clusters Score -933992.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -933993.000000 Penalty: 4486.024414
	Iteration 50Q: 3 clusters Score -933993 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -933995.312500 Penalty: 4486.024414
	Iteration 51Q: 3 clusters Score -933995.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -933994.750000 Penalty: 4486.024414
	Iteration 52Q: 3 clusters Score -933994.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -933995.875000 Penalty: 4486.024414
	Iteration 53Q: 3 clusters Score -933995.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -933997.437500 Penalty: 4486.024414
	Iteration 54Q: 3 clusters Score -933997.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -933997.937500 Penalty: 4486.024414
	Iteration 55Q: 3 clusters Score -933997.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -933997.500000 Penalty: 4486.024414
	Iteration 56Q: 3 clusters Score -933997.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -933997.562500 Penalty: 4486.024414
	Iteration 57Q: 3 clusters Score -933997.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -933997.562500 Penalty: 4486.024414
	Iteration 58F: 3 clusters Score -933997.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Entering Unmasked Estep 
Score: -463606.187500 Penalty: 2072.949219
	Iteration 0F: 2 clusters Score -463606.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -459661.062500 Penalty: 4145.898438
	Iteration 0F: 3 clusters Score -459661.1 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -460758.218750 Penalty: 4145.898438
	Iteration 1F: 3 clusters Score -460758.2 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -461119.687500 Penalty: 4145.898438
	Iteration 2F: 3 clusters Score -461119.7 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -461384.468750 Penalty: 4145.898438
	Iteration 3F: 3 clusters Score -461384.5 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -461575.843750 Penalty: 4145.898438
	Iteration 4F: 3 clusters Score -461575.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -461753.500000 Penalty: 4145.898438
	Iteration 5Q: 3 clusters Score -461753.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -461878.031250 Penalty: 4145.898438
	Iteration 6Q: 3 clusters Score -461878 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -461997.375000 Penalty: 4145.898438
	Iteration 7Q: 3 clusters Score -461997.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -462126.750000 Penalty: 4145.898438
	Iteration 8Q: 3 clusters Score -462126.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -462228.593750 Penalty: 4145.898438
	Iteration 9Q: 3 clusters Score -462228.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -462300.531250 Penalty: 4145.898438
	Iteration 10Q: 3 clusters Score -462300.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -462352.531250 Penalty: 4145.898438
	Iteration 11Q: 3 clusters Score -462352.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -462387.312500 Penalty: 4145.898438
	Iteration 12Q: 3 clusters Score -462387.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -462410.562500 Penalty: 4145.898438
	Iteration 13Q: 3 clusters Score -462410.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -462431.250000 Penalty: 4145.898438
	Iteration 14Q: 3 clusters Score -462431.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -462452.656250 Penalty: 4145.898438
	Iteration 15Q: 3 clusters Score -462452.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -462473.812500 Penalty: 4145.898438
	Iteration 16Q: 3 clusters Score -462473.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -462489.593750 Penalty: 4145.898438
	Iteration 17Q: 3 clusters Score -462489.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -462500.187500 Penalty: 4145.898438
	Iteration 18Q: 3 clusters Score -462500.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -462506.625000 Penalty: 4145.898438
	Iteration 19Q: 3 clusters Score -462506.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -462514.406250 Penalty: 4145.898438
	Iteration 20F: 3 clusters Score -462514.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -462519.593750 Penalty: 4145.898438
	Iteration 21Q: 3 clusters Score -462519.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -462524.531250 Penalty: 4145.898438
	Iteration 22Q: 3 clusters Score -462524.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -462531.250000 Penalty: 4145.898438
	Iteration 23Q: 3 clusters Score -462531.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -462536.906250 Penalty: 4145.898438
	Iteration 24Q: 3 clusters Score -462536.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -462540.000000 Penalty: 4145.898438
	Iteration 25Q: 3 clusters Score -462540 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -462547.593750 Penalty: 4145.898438
	Iteration 26Q: 3 clusters Score -462547.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -462551.625000 Penalty: 4145.898438
	Iteration 27Q: 3 clusters Score -462551.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -462558.062500 Penalty: 4145.898438
	Iteration 28Q: 3 clusters Score -462558.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -462564.437500 Penalty: 4145.898438
	Iteration 29Q: 3 clusters Score -462564.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -462567.125000 Penalty: 4145.898438
	Iteration 30Q: 3 clusters Score -462567.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -462569.781250 Penalty: 4145.898438
	Iteration 31Q: 3 clusters Score -462569.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -462573.281250 Penalty: 4145.898438
	Iteration 32Q: 3 clusters Score -462573.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -462575.062500 Penalty: 4145.898438
	Iteration 33Q: 3 clusters Score -462575.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -462576.562500 Penalty: 4145.898438
	Iteration 34Q: 3 clusters Score -462576.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -462578.843750 Penalty: 4145.898438
	Iteration 35Q: 3 clusters Score -462578.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -462579.125000 Penalty: 4145.898438
	Iteration 36Q: 3 clusters Score -462579.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -462579.625000 Penalty: 4145.898438
	Iteration 37Q: 3 clusters Score -462579.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -462581.625000 Penalty: 4145.898438
	Iteration 38Q: 3 clusters Score -462581.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -462583.906250 Penalty: 4145.898438
	Iteration 39Q: 3 clusters Score -462583.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -462586.125000 Penalty: 4145.898438
	Iteration 40F: 3 clusters Score -462586.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -462586.531250 Penalty: 4145.898438
	Iteration 41Q: 3 clusters Score -462586.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -462587.468750 Penalty: 4145.898438
	Iteration 42Q: 3 clusters Score -462587.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -462587.218750 Penalty: 4145.898438
	Iteration 43Q: 3 clusters Score -462587.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -462587.125000 Penalty: 4145.898438
	Iteration 44Q: 3 clusters Score -462587.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -462587.125000 Penalty: 4145.898438
	Iteration 45F: 3 clusters Score -462587.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (23944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23944 members 
Entering Unmasked Estep 
Score: -3025399.500000 Penalty: 2500.701416
	Iteration 0F: 2 clusters Score -3025400 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12005 members 
Mstep: Class 2 contains 11939 members 
Entering Unmasked Estep 
Score: -3008834.750000 Penalty: 5001.402832
	Iteration 0F: 3 clusters Score -3008835 nChanged 10598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12471 members 
Mstep: Class 2 contains 11473 members 
Entering Unmasked Estep 
Score: -3014657.750000 Penalty: 5001.402832
	Iteration 1F: 3 clusters Score -3014658 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12676 members 
Mstep: Class 2 contains 11268 members 
Entering Unmasked Estep 
Score: -3015309.000000 Penalty: 5001.402832
	Iteration 2F: 3 clusters Score -3015309 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13014 members 
Mstep: Class 2 contains 10930 members 
Entering Unmasked Estep 
Score: -3016092.500000 Penalty: 5001.402832
	Iteration 3F: 3 clusters Score -3016092 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13393 members 
Mstep: Class 2 contains 10551 members 
Entering Unmasked Estep 
Score: -3017057.500000 Penalty: 5001.402832
	Iteration 4F: 3 clusters Score -3017058 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13812 members 
Mstep: Class 2 contains 10132 members 
Entering Unmasked Estep 
Score: -3018172.000000 Penalty: 5001.402832
	Iteration 5F: 3 clusters Score -3018172 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14217 members 
Mstep: Class 2 contains 9727 members 
Entering Unmasked Estep 
Score: -3019206.500000 Penalty: 5001.402832
	Iteration 6F: 3 clusters Score -3019206 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14542 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -3020159.500000 Penalty: 5001.402832
	Iteration 7F: 3 clusters Score -3020160 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14775 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
Score: -3020923.750000 Penalty: 5001.402832
	Iteration 8Q: 3 clusters Score -3020924 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14955 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -3021557.750000 Penalty: 5001.402832
	Iteration 9Q: 3 clusters Score -3021558 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15096 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -3022076.000000 Penalty: 5001.402832
	Iteration 10Q: 3 clusters Score -3022076 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15238 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -3022458.750000 Penalty: 5001.402832
	Iteration 11Q: 3 clusters Score -3022459 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15327 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -3022702.250000 Penalty: 5001.402832
	Iteration 12Q: 3 clusters Score -3022702 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15371 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -3022871.250000 Penalty: 5001.402832
	Iteration 13Q: 3 clusters Score -3022871 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15411 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -3022973.000000 Penalty: 5001.402832
	Iteration 14Q: 3 clusters Score -3022973 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15430 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -3023054.000000 Penalty: 5001.402832
	Iteration 15Q: 3 clusters Score -3023054 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15452 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -3023111.750000 Penalty: 5001.402832
	Iteration 16Q: 3 clusters Score -3023112 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15459 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -3023148.750000 Penalty: 5001.402832
	Iteration 17Q: 3 clusters Score -3023149 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15450 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -3023192.000000 Penalty: 5001.402832
	Iteration 18Q: 3 clusters Score -3023192 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15433 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -3023229.750000 Penalty: 5001.402832
	Iteration 19Q: 3 clusters Score -3023230 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15440 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -3023260.000000 Penalty: 5001.402832
	Iteration 20F: 3 clusters Score -3023260 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15435 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -3023288.750000 Penalty: 5001.402832
	Iteration 21Q: 3 clusters Score -3023289 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15440 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -3023304.250000 Penalty: 5001.402832
	Iteration 22Q: 3 clusters Score -3023304 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15431 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -3023324.000000 Penalty: 5001.402832
	Iteration 23Q: 3 clusters Score -3023324 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15414 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -3023330.500000 Penalty: 5001.402832
	Iteration 24Q: 3 clusters Score -3023330 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15402 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -3023351.000000 Penalty: 5001.402832
	Iteration 25Q: 3 clusters Score -3023351 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15377 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -3023356.250000 Penalty: 5001.402832
	Iteration 26Q: 3 clusters Score -3023356 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15367 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -3023369.250000 Penalty: 5001.402832
	Iteration 27Q: 3 clusters Score -3023369 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15342 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -3023374.000000 Penalty: 5001.402832
	Iteration 28Q: 3 clusters Score -3023374 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15326 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -3023376.750000 Penalty: 5001.402832
	Iteration 29Q: 3 clusters Score -3023377 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15307 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
Score: -3023381.250000 Penalty: 5001.402832
	Iteration 30Q: 3 clusters Score -3023381 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15305 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -3023385.250000 Penalty: 5001.402832
	Iteration 31Q: 3 clusters Score -3023385 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15296 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -3023391.250000 Penalty: 5001.402832
	Iteration 32Q: 3 clusters Score -3023391 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15295 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -3023390.250000 Penalty: 5001.402832
	Iteration 33Q: 3 clusters Score -3023390 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15290 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -3023385.000000 Penalty: 5001.402832
	Iteration 34Q: 3 clusters Score -3023385 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15284 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -3023386.500000 Penalty: 5001.402832
	Iteration 35Q: 3 clusters Score -3023386 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15279 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -3023378.000000 Penalty: 5001.402832
	Iteration 36Q: 3 clusters Score -3023378 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15274 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -3023382.250000 Penalty: 5001.402832
	Iteration 37Q: 3 clusters Score -3023382 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15272 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -3023385.000000 Penalty: 5001.402832
	Iteration 38Q: 3 clusters Score -3023385 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15274 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -3023385.000000 Penalty: 5001.402832
	Iteration 39Q: 3 clusters Score -3023385 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15275 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -3023380.500000 Penalty: 5001.402832
	Iteration 40F: 3 clusters Score -3023380 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15276 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -3023382.750000 Penalty: 5001.402832
	Iteration 41Q: 3 clusters Score -3023383 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15274 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -3023390.000000 Penalty: 5001.402832
	Iteration 42Q: 3 clusters Score -3023390 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15273 members 
Mstep: Class 2 contains 8671 members 
Entering Unmasked Estep 
Score: -3023389.750000 Penalty: 5001.402832
	Iteration 43Q: 3 clusters Score -3023390 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15278 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -3023393.750000 Penalty: 5001.402832
	Iteration 44Q: 3 clusters Score -3023394 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15280 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -3023390.750000 Penalty: 5001.402832
	Iteration 45Q: 3 clusters Score -3023391 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15279 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -3023388.250000 Penalty: 5001.402832
	Iteration 46Q: 3 clusters Score -3023388 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15278 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -3023387.250000 Penalty: 5001.402832
	Iteration 47Q: 3 clusters Score -3023387 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15278 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -3023387.250000 Penalty: 5001.402832
	Iteration 48F: 3 clusters Score -3023387 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Entering Unmasked Estep 
Score: -495806.406250 Penalty: 2057.914307
	Iteration 0F: 2 clusters Score -495806.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -491980.125000 Penalty: 4115.828613
	Iteration 0F: 3 clusters Score -491980.1 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -492878.437500 Penalty: 4115.828613
	Iteration 1F: 3 clusters Score -492878.4 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -493092.656250 Penalty: 4115.828613
	Iteration 2F: 3 clusters Score -493092.7 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -493248.906250 Penalty: 4115.828613
	Iteration 3F: 3 clusters Score -493248.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -493399.031250 Penalty: 4115.828613
	Iteration 4Q: 3 clusters Score -493399 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -493523.468750 Penalty: 4115.828613
	Iteration 5Q: 3 clusters Score -493523.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -493612.687500 Penalty: 4115.828613
	Iteration 6Q: 3 clusters Score -493612.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -493706.625000 Penalty: 4115.828613
	Iteration 7Q: 3 clusters Score -493706.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -493790.375000 Penalty: 4115.828613
	Iteration 8Q: 3 clusters Score -493790.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -493845.968750 Penalty: 4115.828613
	Iteration 9Q: 3 clusters Score -493846 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -493889.968750 Penalty: 4115.828613
	Iteration 10Q: 3 clusters Score -493890 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -493920.718750 Penalty: 4115.828613
	Iteration 11Q: 3 clusters Score -493920.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -493948.625000 Penalty: 4115.828613
	Iteration 12Q: 3 clusters Score -493948.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -493977.656250 Penalty: 4115.828613
	Iteration 13Q: 3 clusters Score -493977.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -494001.593750 Penalty: 4115.828613
	Iteration 14Q: 3 clusters Score -494001.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -494023.125000 Penalty: 4115.828613
	Iteration 15Q: 3 clusters Score -494023.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -494045.437500 Penalty: 4115.828613
	Iteration 16Q: 3 clusters Score -494045.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -494058.187500 Penalty: 4115.828613
	Iteration 17Q: 3 clusters Score -494058.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -494067.093750 Penalty: 4115.828613
	Iteration 18Q: 3 clusters Score -494067.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -494082.593750 Penalty: 4115.828613
	Iteration 19Q: 3 clusters Score -494082.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -494097.437500 Penalty: 4115.828613
	Iteration 20F: 3 clusters Score -494097.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -494106.156250 Penalty: 4115.828613
	Iteration 21Q: 3 clusters Score -494106.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -494113.656250 Penalty: 4115.828613
	Iteration 22Q: 3 clusters Score -494113.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -494119.906250 Penalty: 4115.828613
	Iteration 23Q: 3 clusters Score -494119.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -494127.031250 Penalty: 4115.828613
	Iteration 24Q: 3 clusters Score -494127 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -494132.531250 Penalty: 4115.828613
	Iteration 25Q: 3 clusters Score -494132.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -494140.562500 Penalty: 4115.828613
	Iteration 26Q: 3 clusters Score -494140.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -494148.562500 Penalty: 4115.828613
	Iteration 27Q: 3 clusters Score -494148.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -494157.687500 Penalty: 4115.828613
	Iteration 28Q: 3 clusters Score -494157.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -494163.343750 Penalty: 4115.828613
	Iteration 29Q: 3 clusters Score -494163.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -494168.125000 Penalty: 4115.828613
	Iteration 30Q: 3 clusters Score -494168.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -494169.843750 Penalty: 4115.828613
	Iteration 31Q: 3 clusters Score -494169.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -494170.750000 Penalty: 4115.828613
	Iteration 32Q: 3 clusters Score -494170.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -494171.218750 Penalty: 4115.828613
	Iteration 33Q: 3 clusters Score -494171.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -494172.125000 Penalty: 4115.828613
	Iteration 34Q: 3 clusters Score -494172.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -494171.875000 Penalty: 4115.828613
	Iteration 35Q: 3 clusters Score -494171.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -494171.875000 Penalty: 4115.828613
	Iteration 36F: 3 clusters Score -494171.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (6588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Entering Unmasked Estep 
Score: -823347.687500 Penalty: 2180.665283
	Iteration 0F: 2 clusters Score -823347.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -817884.187500 Penalty: 4361.330566
	Iteration 0F: 3 clusters Score -817884.2 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -819240.500000 Penalty: 4361.330566
	Iteration 1F: 3 clusters Score -819240.5 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -819458.375000 Penalty: 4361.330566
	Iteration 2F: 3 clusters Score -819458.4 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -819606.062500 Penalty: 4361.330566
	Iteration 3Q: 3 clusters Score -819606.1 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -819722.750000 Penalty: 4361.330566
	Iteration 4Q: 3 clusters Score -819722.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -819830.437500 Penalty: 4361.330566
	Iteration 5Q: 3 clusters Score -819830.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -819924.312500 Penalty: 4361.330566
	Iteration 6Q: 3 clusters Score -819924.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -819992.812500 Penalty: 4361.330566
	Iteration 7Q: 3 clusters Score -819992.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -820052.375000 Penalty: 4361.330566
	Iteration 8Q: 3 clusters Score -820052.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -820108.812500 Penalty: 4361.330566
	Iteration 9Q: 3 clusters Score -820108.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -820172.625000 Penalty: 4361.330566
	Iteration 10Q: 3 clusters Score -820172.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -820245.500000 Penalty: 4361.330566
	Iteration 11Q: 3 clusters Score -820245.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -820324.812500 Penalty: 4361.330566
	Iteration 12Q: 3 clusters Score -820324.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -820403.062500 Penalty: 4361.330566
	Iteration 13Q: 3 clusters Score -820403.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -820515.750000 Penalty: 4361.330566
	Iteration 14Q: 3 clusters Score -820515.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -820632.375000 Penalty: 4361.330566
	Iteration 15Q: 3 clusters Score -820632.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -820739.500000 Penalty: 4361.330566
	Iteration 16Q: 3 clusters Score -820739.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -820822.937500 Penalty: 4361.330566
	Iteration 17Q: 3 clusters Score -820822.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -820898.937500 Penalty: 4361.330566
	Iteration 18Q: 3 clusters Score -820898.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -820970.750000 Penalty: 4361.330566
	Iteration 19Q: 3 clusters Score -820970.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -821027.750000 Penalty: 4361.330566
	Iteration 20F: 3 clusters Score -821027.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -821063.750000 Penalty: 4361.330566
	Iteration 21Q: 3 clusters Score -821063.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -821095.500000 Penalty: 4361.330566
	Iteration 22Q: 3 clusters Score -821095.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -821126.437500 Penalty: 4361.330566
	Iteration 23Q: 3 clusters Score -821126.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -821156.375000 Penalty: 4361.330566
	Iteration 24Q: 3 clusters Score -821156.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -821190.937500 Penalty: 4361.330566
	Iteration 25Q: 3 clusters Score -821190.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -821220.500000 Penalty: 4361.330566
	Iteration 26Q: 3 clusters Score -821220.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -821250.000000 Penalty: 4361.330566
	Iteration 27Q: 3 clusters Score -821250 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -821284.500000 Penalty: 4361.330566
	Iteration 28Q: 3 clusters Score -821284.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -821317.875000 Penalty: 4361.330566
	Iteration 29Q: 3 clusters Score -821317.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -821350.375000 Penalty: 4361.330566
	Iteration 30Q: 3 clusters Score -821350.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -821385.187500 Penalty: 4361.330566
	Iteration 31Q: 3 clusters Score -821385.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -821421.375000 Penalty: 4361.330566
	Iteration 32Q: 3 clusters Score -821421.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -821455.562500 Penalty: 4361.330566
	Iteration 33Q: 3 clusters Score -821455.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -821479.125000 Penalty: 4361.330566
	Iteration 34Q: 3 clusters Score -821479.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -821507.437500 Penalty: 4361.330566
	Iteration 35Q: 3 clusters Score -821507.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -821540.000000 Penalty: 4361.330566
	Iteration 36Q: 3 clusters Score -821540 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -821570.250000 Penalty: 4361.330566
	Iteration 37Q: 3 clusters Score -821570.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -821592.062500 Penalty: 4361.330566
	Iteration 38Q: 3 clusters Score -821592.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -821609.062500 Penalty: 4361.330566
	Iteration 39Q: 3 clusters Score -821609.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -821627.250000 Penalty: 4361.330566
	Iteration 40F: 3 clusters Score -821627.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -821639.375000 Penalty: 4361.330566
	Iteration 41Q: 3 clusters Score -821639.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -821656.187500 Penalty: 4361.330566
	Iteration 42Q: 3 clusters Score -821656.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -821674.687500 Penalty: 4361.330566
	Iteration 43Q: 3 clusters Score -821674.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -821692.937500 Penalty: 4361.330566
	Iteration 44Q: 3 clusters Score -821692.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -821711.250000 Penalty: 4361.330566
	Iteration 45Q: 3 clusters Score -821711.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -821729.750000 Penalty: 4361.330566
	Iteration 46Q: 3 clusters Score -821729.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -821747.312500 Penalty: 4361.330566
	Iteration 47Q: 3 clusters Score -821747.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -821759.562500 Penalty: 4361.330566
	Iteration 48Q: 3 clusters Score -821759.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -821767.812500 Penalty: 4361.330566
	Iteration 49Q: 3 clusters Score -821767.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -821773.937500 Penalty: 4361.330566
	Iteration 50Q: 3 clusters Score -821773.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -821777.937500 Penalty: 4361.330566
	Iteration 51Q: 3 clusters Score -821777.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -821781.000000 Penalty: 4361.330566
	Iteration 52Q: 3 clusters Score -821781 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -821784.250000 Penalty: 4361.330566
	Iteration 53Q: 3 clusters Score -821784.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -821784.625000 Penalty: 4361.330566
	Iteration 54Q: 3 clusters Score -821784.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -821785.562500 Penalty: 4361.330566
	Iteration 55Q: 3 clusters Score -821785.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -821788.250000 Penalty: 4361.330566
	Iteration 56Q: 3 clusters Score -821788.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -821788.250000 Penalty: 4361.330566
	Iteration 57F: 3 clusters Score -821788.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (190139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190139 members 
Entering Unmasked Estep 
Score: -24428516.000000 Penalty: 3014.566650
	Iteration 0F: 2 clusters Score -2.442852e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95279 members 
Mstep: Class 2 contains 94860 members 
Entering Unmasked Estep 
Score: -24304344.000000 Penalty: 6029.133301
	Iteration 0F: 3 clusters Score -2.430434e+07 nChanged 91465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99870 members 
Mstep: Class 2 contains 90269 members 
Entering Unmasked Estep 
Score: -24358332.000000 Penalty: 6029.133301
	Iteration 1F: 3 clusters Score -2.435833e+07 nChanged 6121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102511 members 
Mstep: Class 2 contains 87628 members 
Entering Unmasked Estep 
Score: -24359878.000000 Penalty: 6029.133301
	Iteration 2Q: 3 clusters Score -2.435988e+07 nChanged 7197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106610 members 
Mstep: Class 2 contains 83529 members 
Entering Unmasked Estep 
Score: -24362416.000000 Penalty: 6029.133301
	Iteration 3Q: 3 clusters Score -2.436242e+07 nChanged 8670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112658 members 
Mstep: Class 2 contains 77481 members 
Entering Unmasked Estep 
Score: -24366298.000000 Penalty: 6029.133301
	Iteration 4Q: 3 clusters Score -2.43663e+07 nChanged 10850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121166 members 
Mstep: Class 2 contains 68973 members 
Entering Unmasked Estep 
Score: -24372466.000000 Penalty: 6029.133301
	Iteration 5F: 3 clusters Score -2.437247e+07 nChanged 12924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132114 members 
Mstep: Class 2 contains 58025 members 
Entering Unmasked Estep 
Score: -24381398.000000 Penalty: 6029.133301
	Iteration 6F: 3 clusters Score -2.43814e+07 nChanged 13533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144267 members 
Mstep: Class 2 contains 45872 members 
Entering Unmasked Estep 
Score: -24392160.000000 Penalty: 6029.133301
	Iteration 7F: 3 clusters Score -2.439216e+07 nChanged 12592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155953 members 
Mstep: Class 2 contains 34186 members 
Entering Unmasked Estep 
Score: -24402698.000000 Penalty: 6029.133301
	Iteration 8F: 3 clusters Score -2.44027e+07 nChanged 9745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165282 members 
Mstep: Class 2 contains 24857 members 
Entering Unmasked Estep 
Score: -24411304.000000 Penalty: 6029.133301
	Iteration 9F: 3 clusters Score -2.44113e+07 nChanged 6986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172022 members 
Mstep: Class 2 contains 18117 members 
Entering Unmasked Estep 
Score: -24417178.000000 Penalty: 6029.133301
	Iteration 10Q: 3 clusters Score -2.441718e+07 nChanged 4865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176765 members 
Mstep: Class 2 contains 13374 members 
Entering Unmasked Estep 
Score: -24420584.000000 Penalty: 6029.133301
	Iteration 11Q: 3 clusters Score -2.442058e+07 nChanged 3420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180141 members 
Mstep: Class 2 contains 9998 members 
Entering Unmasked Estep 
Score: -24422654.000000 Penalty: 6029.133301
	Iteration 12Q: 3 clusters Score -2.442265e+07 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182620 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -24424050.000000 Penalty: 6029.133301
	Iteration 13Q: 3 clusters Score -2.442405e+07 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184456 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -24425002.000000 Penalty: 6029.133301
	Iteration 14Q: 3 clusters Score -2.4425e+07 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185686 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -24425642.000000 Penalty: 6029.133301
	Iteration 15Q: 3 clusters Score -2.442564e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186451 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -24426146.000000 Penalty: 6029.133301
	Iteration 16Q: 3 clusters Score -2.442615e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186952 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -24426426.000000 Penalty: 6029.133301
	Iteration 17Q: 3 clusters Score -2.442643e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187320 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -24426640.000000 Penalty: 6029.133301
	Iteration 18Q: 3 clusters Score -2.442664e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187598 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -24426766.000000 Penalty: 6029.133301
	Iteration 19Q: 3 clusters Score -2.442677e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187780 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -24426902.000000 Penalty: 6029.133301
	Iteration 20F: 3 clusters Score -2.44269e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187925 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -24426912.000000 Penalty: 6029.133301
	Iteration 21Q: 3 clusters Score -2.442691e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188043 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -24426996.000000 Penalty: 6029.133301
	Iteration 22Q: 3 clusters Score -2.4427e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188122 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -24426980.000000 Penalty: 6029.133301
	Iteration 23Q: 3 clusters Score -2.442698e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188182 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -24427008.000000 Penalty: 6029.133301
	Iteration 24Q: 3 clusters Score -2.442701e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188202 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -24427042.000000 Penalty: 6029.133301
	Iteration 25Q: 3 clusters Score -2.442704e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188225 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -24427038.000000 Penalty: 6029.133301
	Iteration 26Q: 3 clusters Score -2.442704e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188243 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -24427062.000000 Penalty: 6029.133301
	Iteration 27Q: 3 clusters Score -2.442706e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188273 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -24427068.000000 Penalty: 6029.133301
	Iteration 28Q: 3 clusters Score -2.442707e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188294 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -24427068.000000 Penalty: 6029.133301
	Iteration 29Q: 3 clusters Score -2.442707e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188312 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -24427094.000000 Penalty: 6029.133301
	Iteration 30Q: 3 clusters Score -2.442709e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188327 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -24427102.000000 Penalty: 6029.133301
	Iteration 31Q: 3 clusters Score -2.44271e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188334 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -24427134.000000 Penalty: 6029.133301
	Iteration 32Q: 3 clusters Score -2.442713e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188349 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -24427114.000000 Penalty: 6029.133301
	Iteration 33Q: 3 clusters Score -2.442711e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188358 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -24427112.000000 Penalty: 6029.133301
	Iteration 34Q: 3 clusters Score -2.442711e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188368 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -24427124.000000 Penalty: 6029.133301
	Iteration 35Q: 3 clusters Score -2.442712e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188372 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -24427114.000000 Penalty: 6029.133301
	Iteration 36Q: 3 clusters Score -2.442711e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188380 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -24427136.000000 Penalty: 6029.133301
	Iteration 37Q: 3 clusters Score -2.442714e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188386 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -24427130.000000 Penalty: 6029.133301
	Iteration 38Q: 3 clusters Score -2.442713e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188391 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -24427126.000000 Penalty: 6029.133301
	Iteration 39Q: 3 clusters Score -2.442713e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188397 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -24427110.000000 Penalty: 6029.133301
	Iteration 40F: 3 clusters Score -2.442711e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188401 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -24427088.000000 Penalty: 6029.133301
	Iteration 41Q: 3 clusters Score -2.442709e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188401 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -24427088.000000 Penalty: 6029.133301
	Iteration 42F: 3 clusters Score -2.442709e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (219556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219556 members 
Entering Unmasked Estep 
Score: -28343024.000000 Penalty: 3050.241699
	Iteration 0F: 2 clusters Score -2.834302e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109741 members 
Mstep: Class 2 contains 109815 members 
Entering Unmasked Estep 
Score: -28210562.000000 Penalty: 6100.483398
	Iteration 0F: 3 clusters Score -2.821056e+07 nChanged 106079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107250 members 
Mstep: Class 2 contains 112306 members 
Entering Unmasked Estep 
Score: -28273464.000000 Penalty: 6100.483398
	Iteration 1F: 3 clusters Score -2.827346e+07 nChanged 6664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105556 members 
Mstep: Class 2 contains 114000 members 
Entering Unmasked Estep 
Score: -28274636.000000 Penalty: 6100.483398
	Iteration 2Q: 3 clusters Score -2.827464e+07 nChanged 7372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102926 members 
Mstep: Class 2 contains 116630 members 
Entering Unmasked Estep 
Score: -28276488.000000 Penalty: 6100.483398
	Iteration 3Q: 3 clusters Score -2.827649e+07 nChanged 8362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99188 members 
Mstep: Class 2 contains 120368 members 
Entering Unmasked Estep 
Score: -28278896.000000 Penalty: 6100.483398
	Iteration 4Q: 3 clusters Score -2.82789e+07 nChanged 9757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93851 members 
Mstep: Class 2 contains 125705 members 
Entering Unmasked Estep 
Score: -28282330.000000 Penalty: 6100.483398
	Iteration 5Q: 3 clusters Score -2.828233e+07 nChanged 11415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86766 members 
Mstep: Class 2 contains 132790 members 
Entering Unmasked Estep 
Score: -28286902.000000 Penalty: 6100.483398
	Iteration 6F: 3 clusters Score -2.82869e+07 nChanged 12776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78034 members 
Mstep: Class 2 contains 141522 members 
Entering Unmasked Estep 
Score: -28293036.000000 Penalty: 6100.483398
	Iteration 7F: 3 clusters Score -2.829304e+07 nChanged 12846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68138 members 
Mstep: Class 2 contains 151418 members 
Entering Unmasked Estep 
Score: -28299844.000000 Penalty: 6100.483398
	Iteration 8F: 3 clusters Score -2.829984e+07 nChanged 12453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57373 members 
Mstep: Class 2 contains 162183 members 
Entering Unmasked Estep 
Score: -28306856.000000 Penalty: 6100.483398
	Iteration 9F: 3 clusters Score -2.830686e+07 nChanged 11791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46286 members 
Mstep: Class 2 contains 173270 members 
Entering Unmasked Estep 
Score: -28315020.000000 Penalty: 6100.483398
	Iteration 10F: 3 clusters Score -2.831502e+07 nChanged 11393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35017 members 
Mstep: Class 2 contains 184539 members 
Entering Unmasked Estep 
Score: -28324002.000000 Penalty: 6100.483398
	Iteration 11F: 3 clusters Score -2.8324e+07 nChanged 11682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23343 members 
Mstep: Class 2 contains 196213 members 
Entering Unmasked Estep 
Score: -28331590.000000 Penalty: 6100.483398
	Iteration 12F: 3 clusters Score -2.833159e+07 nChanged 10159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13188 members 
Mstep: Class 2 contains 206368 members 
Entering Unmasked Estep 
Score: -28336044.000000 Penalty: 6100.483398
	Iteration 13Q: 3 clusters Score -2.833604e+07 nChanged 6847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 213215 members 
Entering Unmasked Estep 
Score: -28338510.000000 Penalty: 6100.483398
	Iteration 14Q: 3 clusters Score -2.833851e+07 nChanged 3534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 216747 members 
Entering Unmasked Estep 
Score: -28339570.000000 Penalty: 6100.483398
	Iteration 15Q: 3 clusters Score -2.833957e+07 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 218210 members 
Entering Unmasked Estep 
Score: -28339910.000000 Penalty: 6100.483398
	Iteration 16Q: 3 clusters Score -2.833991e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 218764 members 
Entering Unmasked Estep 
Score: -28340136.000000 Penalty: 6100.483398
	Iteration 17Q: 3 clusters Score -2.834014e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 219001 members 
Entering Unmasked Estep 
Score: -28340290.000000 Penalty: 6100.483398
	Iteration 18Q: 3 clusters Score -2.834029e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 219080 members 
Entering Unmasked Estep 
Score: -28340366.000000 Penalty: 6100.483398
	Iteration 19Q: 3 clusters Score -2.834037e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 219125 members 
Entering Unmasked Estep 
Score: -28340432.000000 Penalty: 6100.483398
	Iteration 20F: 3 clusters Score -2.834043e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 219155 members 
Entering Unmasked Estep 
Score: -28340444.000000 Penalty: 6100.483398
	Iteration 21Q: 3 clusters Score -2.834044e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 219173 members 
Entering Unmasked Estep 
Score: -28340472.000000 Penalty: 6100.483398
	Iteration 22Q: 3 clusters Score -2.834047e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 219190 members 
Entering Unmasked Estep 
Score: -28340484.000000 Penalty: 6100.483398
	Iteration 23Q: 3 clusters Score -2.834048e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 219203 members 
Entering Unmasked Estep 
Score: -28340496.000000 Penalty: 6100.483398
	Iteration 24Q: 3 clusters Score -2.83405e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 219213 members 
Entering Unmasked Estep 
Score: -28340534.000000 Penalty: 6100.483398
	Iteration 25Q: 3 clusters Score -2.834053e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 219221 members 
Entering Unmasked Estep 
Score: -28340522.000000 Penalty: 6100.483398
	Iteration 26Q: 3 clusters Score -2.834052e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 219225 members 
Entering Unmasked Estep 
Score: -28340546.000000 Penalty: 6100.483398
	Iteration 27Q: 3 clusters Score -2.834055e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 219228 members 
Entering Unmasked Estep 
Score: -28340548.000000 Penalty: 6100.483398
	Iteration 28Q: 3 clusters Score -2.834055e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 219231 members 
Entering Unmasked Estep 
Score: -28340538.000000 Penalty: 6100.483398
	Iteration 29Q: 3 clusters Score -2.834054e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 219232 members 
Entering Unmasked Estep 
Score: -28340542.000000 Penalty: 6100.483398
	Iteration 30Q: 3 clusters Score -2.834054e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 219233 members 
Entering Unmasked Estep 
Score: -28340550.000000 Penalty: 6100.483398
	Iteration 31Q: 3 clusters Score -2.834055e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 219234 members 
Entering Unmasked Estep 
Score: -28340548.000000 Penalty: 6100.483398
	Iteration 32Q: 3 clusters Score -2.834055e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 219239 members 
Entering Unmasked Estep 
Score: -28340550.000000 Penalty: 6100.483398
	Iteration 33Q: 3 clusters Score -2.834055e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 219243 members 
Entering Unmasked Estep 
Score: -28340556.000000 Penalty: 6100.483398
	Iteration 34Q: 3 clusters Score -2.834056e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 219247 members 
Entering Unmasked Estep 
Score: -28340568.000000 Penalty: 6100.483398
	Iteration 35Q: 3 clusters Score -2.834057e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 219251 members 
Entering Unmasked Estep 
Score: -28340594.000000 Penalty: 6100.483398
	Iteration 36Q: 3 clusters Score -2.834059e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 219251 members 
Entering Unmasked Estep 
Score: -28340572.000000 Penalty: 6100.483398
	Iteration 37Q: 3 clusters Score -2.834057e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 219255 members 
Entering Unmasked Estep 
Score: -28340592.000000 Penalty: 6100.483398
	Iteration 38Q: 3 clusters Score -2.834059e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 219257 members 
Entering Unmasked Estep 
Score: -28340590.000000 Penalty: 6100.483398
	Iteration 39Q: 3 clusters Score -2.834059e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 219258 members 
Entering Unmasked Estep 
Score: -28340578.000000 Penalty: 6100.483398
	Iteration 40F: 3 clusters Score -2.834058e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 219259 members 
Entering Unmasked Estep 
Score: -28340580.000000 Penalty: 6100.483398
	Iteration 41Q: 3 clusters Score -2.834058e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 219260 members 
Entering Unmasked Estep 
Score: -28340586.000000 Penalty: 6100.483398
	Iteration 42Q: 3 clusters Score -2.834059e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 219260 members 
Entering Unmasked Estep 
Score: -28340586.000000 Penalty: 6100.483398
	Iteration 43F: 3 clusters Score -2.834059e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (17003 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17003 members 
Entering Unmasked Estep 
Score: -2102833.250000 Penalty: 2415.803955
	Iteration 0F: 2 clusters Score -2102833 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -2090760.375000 Penalty: 4831.607910
	Iteration 0F: 3 clusters Score -2090760 nChanged 7450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -2094993.375000 Penalty: 4831.607910
	Iteration 1F: 3 clusters Score -2094993 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -2095560.125000 Penalty: 4831.607910
	Iteration 2F: 3 clusters Score -2095560 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9537 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -2096042.500000 Penalty: 4831.607910
	Iteration 3F: 3 clusters Score -2096042 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -2096544.375000 Penalty: 4831.607910
	Iteration 4F: 3 clusters Score -2096544 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10301 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -2097040.875000 Penalty: 4831.607910
	Iteration 5F: 3 clusters Score -2097041 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10704 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -2097500.250000 Penalty: 4831.607910
	Iteration 6Q: 3 clusters Score -2097500 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11090 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -2097882.250000 Penalty: 4831.607910
	Iteration 7Q: 3 clusters Score -2097882 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11452 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -2098206.000000 Penalty: 4831.607910
	Iteration 8Q: 3 clusters Score -2098206 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11831 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -2098527.250000 Penalty: 4831.607910
	Iteration 9Q: 3 clusters Score -2098527 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12216 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -2098819.000000 Penalty: 4831.607910
	Iteration 10Q: 3 clusters Score -2098819 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12555 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -2099117.500000 Penalty: 4831.607910
	Iteration 11Q: 3 clusters Score -2099118 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12872 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -2099413.500000 Penalty: 4831.607910
	Iteration 12Q: 3 clusters Score -2099414 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13150 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -2099650.750000 Penalty: 4831.607910
	Iteration 13Q: 3 clusters Score -2099651 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13439 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -2099904.000000 Penalty: 4831.607910
	Iteration 14Q: 3 clusters Score -2099904 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13670 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -2100108.750000 Penalty: 4831.607910
	Iteration 15Q: 3 clusters Score -2100109 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13848 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -2100253.000000 Penalty: 4831.607910
	Iteration 16Q: 3 clusters Score -2100253 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14027 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -2100375.750000 Penalty: 4831.607910
	Iteration 17Q: 3 clusters Score -2100376 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14197 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -2100475.500000 Penalty: 4831.607910
	Iteration 18Q: 3 clusters Score -2100476 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14335 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -2100550.750000 Penalty: 4831.607910
	Iteration 19Q: 3 clusters Score -2100551 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14471 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -2100632.750000 Penalty: 4831.607910
	Iteration 20F: 3 clusters Score -2100633 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14581 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -2100704.000000 Penalty: 4831.607910
	Iteration 21Q: 3 clusters Score -2100704 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14695 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -2100780.250000 Penalty: 4831.607910
	Iteration 22Q: 3 clusters Score -2100780 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14784 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -2100852.750000 Penalty: 4831.607910
	Iteration 23Q: 3 clusters Score -2100853 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14858 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -2100937.750000 Penalty: 4831.607910
	Iteration 24Q: 3 clusters Score -2100938 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14930 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -2101025.250000 Penalty: 4831.607910
	Iteration 25Q: 3 clusters Score -2101025 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -2101123.250000 Penalty: 4831.607910
	Iteration 26Q: 3 clusters Score -2101123 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15054 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -2101246.750000 Penalty: 4831.607910
	Iteration 27Q: 3 clusters Score -2101247 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15100 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -2101339.500000 Penalty: 4831.607910
	Iteration 28Q: 3 clusters Score -2101340 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15124 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -2101399.250000 Penalty: 4831.607910
	Iteration 29Q: 3 clusters Score -2101399 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15143 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -2101445.750000 Penalty: 4831.607910
	Iteration 30Q: 3 clusters Score -2101446 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15138 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -2101477.000000 Penalty: 4831.607910
	Iteration 31Q: 3 clusters Score -2101477 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15140 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -2101510.250000 Penalty: 4831.607910
	Iteration 32Q: 3 clusters Score -2101510 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15133 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -2101536.750000 Penalty: 4831.607910
	Iteration 33Q: 3 clusters Score -2101537 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15141 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -2101552.250000 Penalty: 4831.607910
	Iteration 34Q: 3 clusters Score -2101552 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15145 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -2101558.750000 Penalty: 4831.607910
	Iteration 35Q: 3 clusters Score -2101559 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15144 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -2101569.250000 Penalty: 4831.607910
	Iteration 36Q: 3 clusters Score -2101569 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15145 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -2101570.750000 Penalty: 4831.607910
	Iteration 37Q: 3 clusters Score -2101571 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15141 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -2101578.000000 Penalty: 4831.607910
	Iteration 38Q: 3 clusters Score -2101578 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15135 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -2101585.000000 Penalty: 4831.607910
	Iteration 39Q: 3 clusters Score -2101585 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15123 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -2101593.000000 Penalty: 4831.607910
	Iteration 40F: 3 clusters Score -2101593 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15113 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -2101595.500000 Penalty: 4831.607910
	Iteration 41Q: 3 clusters Score -2101596 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15108 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -2101598.750000 Penalty: 4831.607910
	Iteration 42Q: 3 clusters Score -2101599 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15101 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -2101601.500000 Penalty: 4831.607910
	Iteration 43Q: 3 clusters Score -2101602 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15095 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -2101603.000000 Penalty: 4831.607910
	Iteration 44Q: 3 clusters Score -2101603 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15093 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -2101603.500000 Penalty: 4831.607910
	Iteration 45Q: 3 clusters Score -2101604 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15094 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -2101608.500000 Penalty: 4831.607910
	Iteration 46Q: 3 clusters Score -2101608 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15091 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -2101610.750000 Penalty: 4831.607910
	Iteration 47Q: 3 clusters Score -2101611 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15083 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -2101615.250000 Penalty: 4831.607910
	Iteration 48Q: 3 clusters Score -2101615 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15074 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -2101616.250000 Penalty: 4831.607910
	Iteration 49Q: 3 clusters Score -2101616 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15073 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -2101614.750000 Penalty: 4831.607910
	Iteration 50Q: 3 clusters Score -2101615 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15074 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -2101617.250000 Penalty: 4831.607910
	Iteration 51Q: 3 clusters Score -2101617 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15073 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -2101622.000000 Penalty: 4831.607910
	Iteration 52Q: 3 clusters Score -2101622 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15072 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -2101618.000000 Penalty: 4831.607910
	Iteration 53Q: 3 clusters Score -2101618 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15066 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -2101620.000000 Penalty: 4831.607910
	Iteration 54Q: 3 clusters Score -2101620 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15063 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -2101621.000000 Penalty: 4831.607910
	Iteration 55Q: 3 clusters Score -2101621 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15059 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -2101621.250000 Penalty: 4831.607910
	Iteration 56Q: 3 clusters Score -2101621 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15053 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -2101624.750000 Penalty: 4831.607910
	Iteration 57Q: 3 clusters Score -2101625 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15055 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -2101628.250000 Penalty: 4831.607910
	Iteration 58Q: 3 clusters Score -2101628 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15057 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -2101630.750000 Penalty: 4831.607910
	Iteration 59Q: 3 clusters Score -2101631 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15058 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -2101632.000000 Penalty: 4831.607910
	Iteration 60F: 3 clusters Score -2101632 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15062 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -2101635.500000 Penalty: 4831.607910
	Iteration 61Q: 3 clusters Score -2101636 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15062 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -2101635.250000 Penalty: 4831.607910
	Iteration 62Q: 3 clusters Score -2101635 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15065 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -2101638.750000 Penalty: 4831.607910
	Iteration 63Q: 3 clusters Score -2101639 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15065 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -2101634.000000 Penalty: 4831.607910
	Iteration 64Q: 3 clusters Score -2101634 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15064 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -2101637.750000 Penalty: 4831.607910
	Iteration 65Q: 3 clusters Score -2101638 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15065 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -2101639.750000 Penalty: 4831.607910
	Iteration 66Q: 3 clusters Score -2101640 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15065 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -2101639.750000 Penalty: 4831.607910
	Iteration 67F: 3 clusters Score -2101640 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (31256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31256 members 
Entering Unmasked Estep 
Score: -3964167.500000 Penalty: 2566.791748
	Iteration 0F: 2 clusters Score -3964168 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15569 members 
Mstep: Class 2 contains 15687 members 
Entering Unmasked Estep 
Score: -3942843.500000 Penalty: 5133.583496
	Iteration 0F: 3 clusters Score -3942844 nChanged 14257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15400 members 
Mstep: Class 2 contains 15856 members 
Entering Unmasked Estep 
Score: -3950610.250000 Penalty: 5133.583496
	Iteration 1F: 3 clusters Score -3950610 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15238 members 
Mstep: Class 2 contains 16018 members 
Entering Unmasked Estep 
Score: -3951182.000000 Penalty: 5133.583496
	Iteration 2Q: 3 clusters Score -3951182 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14950 members 
Mstep: Class 2 contains 16306 members 
Entering Unmasked Estep 
Score: -3951814.500000 Penalty: 5133.583496
	Iteration 3Q: 3 clusters Score -3951814 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14534 members 
Mstep: Class 2 contains 16722 members 
Entering Unmasked Estep 
Score: -3952550.000000 Penalty: 5133.583496
	Iteration 4Q: 3 clusters Score -3952550 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14008 members 
Mstep: Class 2 contains 17248 members 
Entering Unmasked Estep 
Score: -3953463.000000 Penalty: 5133.583496
	Iteration 5F: 3 clusters Score -3953463 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13276 members 
Mstep: Class 2 contains 17980 members 
Entering Unmasked Estep 
Score: -3954523.500000 Penalty: 5133.583496
	Iteration 6F: 3 clusters Score -3954524 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12395 members 
Mstep: Class 2 contains 18861 members 
Entering Unmasked Estep 
Score: -3955603.000000 Penalty: 5133.583496
	Iteration 7F: 3 clusters Score -3955603 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11345 members 
Mstep: Class 2 contains 19911 members 
Entering Unmasked Estep 
Score: -3956782.000000 Penalty: 5133.583496
	Iteration 8F: 3 clusters Score -3956782 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10257 members 
Mstep: Class 2 contains 20999 members 
Entering Unmasked Estep 
Score: -3958018.250000 Penalty: 5133.583496
	Iteration 9F: 3 clusters Score -3958018 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 21952 members 
Entering Unmasked Estep 
Score: -3959068.000000 Penalty: 5133.583496
	Iteration 10Q: 3 clusters Score -3959068 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 22726 members 
Entering Unmasked Estep 
Score: -3959843.250000 Penalty: 5133.583496
	Iteration 11Q: 3 clusters Score -3959843 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 23364 members 
Entering Unmasked Estep 
Score: -3960347.000000 Penalty: 5133.583496
	Iteration 12Q: 3 clusters Score -3960347 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 23894 members 
Entering Unmasked Estep 
Score: -3960625.250000 Penalty: 5133.583496
	Iteration 13Q: 3 clusters Score -3960625 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 24372 members 
Entering Unmasked Estep 
Score: -3960889.000000 Penalty: 5133.583496
	Iteration 14Q: 3 clusters Score -3960889 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 24866 members 
Entering Unmasked Estep 
Score: -3961111.250000 Penalty: 5133.583496
	Iteration 15Q: 3 clusters Score -3961111 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 25310 members 
Entering Unmasked Estep 
Score: -3961348.500000 Penalty: 5133.583496
	Iteration 16Q: 3 clusters Score -3961348 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 25731 members 
Entering Unmasked Estep 
Score: -3961540.500000 Penalty: 5133.583496
	Iteration 17Q: 3 clusters Score -3961540 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 26112 members 
Entering Unmasked Estep 
Score: -3961767.250000 Penalty: 5133.583496
	Iteration 18Q: 3 clusters Score -3961767 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 26448 members 
Entering Unmasked Estep 
Score: -3961915.250000 Penalty: 5133.583496
	Iteration 19Q: 3 clusters Score -3961915 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 26749 members 
Entering Unmasked Estep 
Score: -3962043.750000 Penalty: 5133.583496
	Iteration 20F: 3 clusters Score -3962044 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 26994 members 
Entering Unmasked Estep 
Score: -3962144.250000 Penalty: 5133.583496
	Iteration 21Q: 3 clusters Score -3962144 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 27198 members 
Entering Unmasked Estep 
Score: -3962216.250000 Penalty: 5133.583496
	Iteration 22Q: 3 clusters Score -3962216 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 27383 members 
Entering Unmasked Estep 
Score: -3962298.250000 Penalty: 5133.583496
	Iteration 23Q: 3 clusters Score -3962298 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 27548 members 
Entering Unmasked Estep 
Score: -3962367.250000 Penalty: 5133.583496
	Iteration 24Q: 3 clusters Score -3962367 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 27690 members 
Entering Unmasked Estep 
Score: -3962425.500000 Penalty: 5133.583496
	Iteration 25Q: 3 clusters Score -3962426 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 27818 members 
Entering Unmasked Estep 
Score: -3962464.500000 Penalty: 5133.583496
	Iteration 26Q: 3 clusters Score -3962464 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 27943 members 
Entering Unmasked Estep 
Score: -3962508.000000 Penalty: 5133.583496
	Iteration 27Q: 3 clusters Score -3962508 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 28053 members 
Entering Unmasked Estep 
Score: -3962550.250000 Penalty: 5133.583496
	Iteration 28Q: 3 clusters Score -3962550 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 28149 members 
Entering Unmasked Estep 
Score: -3962576.500000 Penalty: 5133.583496
	Iteration 29Q: 3 clusters Score -3962576 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 28239 members 
Entering Unmasked Estep 
Score: -3962603.000000 Penalty: 5133.583496
	Iteration 30Q: 3 clusters Score -3962603 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 28289 members 
Entering Unmasked Estep 
Score: -3962621.500000 Penalty: 5133.583496
	Iteration 31Q: 3 clusters Score -3962622 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 28331 members 
Entering Unmasked Estep 
Score: -3962630.500000 Penalty: 5133.583496
	Iteration 32Q: 3 clusters Score -3962630 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 28374 members 
Entering Unmasked Estep 
Score: -3962651.000000 Penalty: 5133.583496
	Iteration 33Q: 3 clusters Score -3962651 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 28413 members 
Entering Unmasked Estep 
Score: -3962661.250000 Penalty: 5133.583496
	Iteration 34Q: 3 clusters Score -3962661 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 28449 members 
Entering Unmasked Estep 
Score: -3962657.750000 Penalty: 5133.583496
	Iteration 35Q: 3 clusters Score -3962658 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 28476 members 
Entering Unmasked Estep 
Score: -3962664.750000 Penalty: 5133.583496
	Iteration 36Q: 3 clusters Score -3962665 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 28500 members 
Entering Unmasked Estep 
Score: -3962662.250000 Penalty: 5133.583496
	Iteration 37Q: 3 clusters Score -3962662 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 28521 members 
Entering Unmasked Estep 
Score: -3962665.000000 Penalty: 5133.583496
	Iteration 38Q: 3 clusters Score -3962665 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 28542 members 
Entering Unmasked Estep 
Score: -3962675.500000 Penalty: 5133.583496
	Iteration 39Q: 3 clusters Score -3962676 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 28573 members 
Entering Unmasked Estep 
Score: -3962690.000000 Penalty: 5133.583496
	Iteration 40F: 3 clusters Score -3962690 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 28599 members 
Entering Unmasked Estep 
Score: -3962697.250000 Penalty: 5133.583496
	Iteration 41Q: 3 clusters Score -3962697 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 28621 members 
Entering Unmasked Estep 
Score: -3962695.750000 Penalty: 5133.583496
	Iteration 42Q: 3 clusters Score -3962696 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 28632 members 
Entering Unmasked Estep 
Score: -3962700.250000 Penalty: 5133.583496
	Iteration 43Q: 3 clusters Score -3962700 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 28642 members 
Entering Unmasked Estep 
Score: -3962698.750000 Penalty: 5133.583496
	Iteration 44Q: 3 clusters Score -3962699 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 28653 members 
Entering Unmasked Estep 
Score: -3962699.000000 Penalty: 5133.583496
	Iteration 45Q: 3 clusters Score -3962699 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 28657 members 
Entering Unmasked Estep 
Score: -3962705.750000 Penalty: 5133.583496
	Iteration 46Q: 3 clusters Score -3962706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 28658 members 
Entering Unmasked Estep 
Score: -3962705.750000 Penalty: 5133.583496
	Iteration 47Q: 3 clusters Score -3962706 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 28660 members 
Entering Unmasked Estep 
Score: -3962708.500000 Penalty: 5133.583496
	Iteration 48Q: 3 clusters Score -3962708 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 28664 members 
Entering Unmasked Estep 
Score: -3962709.250000 Penalty: 5133.583496
	Iteration 49Q: 3 clusters Score -3962709 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 28668 members 
Entering Unmasked Estep 
Score: -3962701.500000 Penalty: 5133.583496
	Iteration 50Q: 3 clusters Score -3962702 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 28672 members 
Entering Unmasked Estep 
Score: -3962704.750000 Penalty: 5133.583496
	Iteration 51Q: 3 clusters Score -3962705 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 28672 members 
Entering Unmasked Estep 
Score: -3962704.750000 Penalty: 5133.583496
	Iteration 52F: 3 clusters Score -3962705 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Entering Unmasked Estep 
Score: -25366.777344 Penalty: 1408.682739
	Iteration 0F: 2 clusters Score -25366.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -24352.083984 Penalty: 2817.365479
	Iteration 0F: 3 clusters Score -24352.08 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -24565.894531 Penalty: 2817.365479
	Iteration 1F: 3 clusters Score -24565.89 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -24666.839844 Penalty: 2817.365479
	Iteration 2F: 3 clusters Score -24666.84 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -24711.667969 Penalty: 2817.365479
	Iteration 3Q: 3 clusters Score -24711.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -24727.095703 Penalty: 2817.365479
	Iteration 4Q: 3 clusters Score -24727.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -24743.988281 Penalty: 2817.365479
	Iteration 5Q: 3 clusters Score -24743.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -24811.582031 Penalty: 2817.365479
	Iteration 6Q: 3 clusters Score -24811.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -24826.257812 Penalty: 2817.365479
	Iteration 7Q: 3 clusters Score -24826.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -24836.806641 Penalty: 2817.365479
	Iteration 8Q: 3 clusters Score -24836.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -24841.916016 Penalty: 2817.365479
	Iteration 9Q: 3 clusters Score -24841.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -24841.916016 Penalty: 2817.365479
	Iteration 10F: 3 clusters Score -24841.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Entering Unmasked Estep 
Score: -530629.562500 Penalty: 2068.255371
	Iteration 0F: 2 clusters Score -530629.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -526587.500000 Penalty: 4136.510742
	Iteration 0F: 3 clusters Score -526587.5 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -527471.125000 Penalty: 4136.510742
	Iteration 1F: 3 clusters Score -527471.1 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -527651.187500 Penalty: 4136.510742
	Iteration 2F: 3 clusters Score -527651.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -527765.125000 Penalty: 4136.510742
	Iteration 3Q: 3 clusters Score -527765.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -527853.187500 Penalty: 4136.510742
	Iteration 4Q: 3 clusters Score -527853.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -527943.125000 Penalty: 4136.510742
	Iteration 5Q: 3 clusters Score -527943.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -528012.812500 Penalty: 4136.510742
	Iteration 6Q: 3 clusters Score -528012.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -528069.187500 Penalty: 4136.510742
	Iteration 7Q: 3 clusters Score -528069.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -528119.625000 Penalty: 4136.510742
	Iteration 8Q: 3 clusters Score -528119.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -528163.000000 Penalty: 4136.510742
	Iteration 9Q: 3 clusters Score -528163 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -528194.687500 Penalty: 4136.510742
	Iteration 10Q: 3 clusters Score -528194.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -528229.062500 Penalty: 4136.510742
	Iteration 11Q: 3 clusters Score -528229.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -528251.062500 Penalty: 4136.510742
	Iteration 12Q: 3 clusters Score -528251.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -528270.062500 Penalty: 4136.510742
	Iteration 13Q: 3 clusters Score -528270.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -528288.312500 Penalty: 4136.510742
	Iteration 14Q: 3 clusters Score -528288.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -528302.750000 Penalty: 4136.510742
	Iteration 15Q: 3 clusters Score -528302.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -528318.437500 Penalty: 4136.510742
	Iteration 16Q: 3 clusters Score -528318.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -528333.125000 Penalty: 4136.510742
	Iteration 17Q: 3 clusters Score -528333.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -528350.312500 Penalty: 4136.510742
	Iteration 18Q: 3 clusters Score -528350.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -528366.437500 Penalty: 4136.510742
	Iteration 19Q: 3 clusters Score -528366.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -528379.750000 Penalty: 4136.510742
	Iteration 20F: 3 clusters Score -528379.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -528391.250000 Penalty: 4136.510742
	Iteration 21Q: 3 clusters Score -528391.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -528403.062500 Penalty: 4136.510742
	Iteration 22Q: 3 clusters Score -528403.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -528413.062500 Penalty: 4136.510742
	Iteration 23Q: 3 clusters Score -528413.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -528423.062500 Penalty: 4136.510742
	Iteration 24Q: 3 clusters Score -528423.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -528433.750000 Penalty: 4136.510742
	Iteration 25Q: 3 clusters Score -528433.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -528438.875000 Penalty: 4136.510742
	Iteration 26Q: 3 clusters Score -528438.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -528442.625000 Penalty: 4136.510742
	Iteration 27Q: 3 clusters Score -528442.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -528443.562500 Penalty: 4136.510742
	Iteration 28Q: 3 clusters Score -528443.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -528445.687500 Penalty: 4136.510742
	Iteration 29Q: 3 clusters Score -528445.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -528447.375000 Penalty: 4136.510742
	Iteration 30Q: 3 clusters Score -528447.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -528450.750000 Penalty: 4136.510742
	Iteration 31Q: 3 clusters Score -528450.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -528453.375000 Penalty: 4136.510742
	Iteration 32Q: 3 clusters Score -528453.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -528457.437500 Penalty: 4136.510742
	Iteration 33Q: 3 clusters Score -528457.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -528462.562500 Penalty: 4136.510742
	Iteration 34Q: 3 clusters Score -528462.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -528465.062500 Penalty: 4136.510742
	Iteration 35Q: 3 clusters Score -528465.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -528470.812500 Penalty: 4136.510742
	Iteration 36Q: 3 clusters Score -528470.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -528475.562500 Penalty: 4136.510742
	Iteration 37Q: 3 clusters Score -528475.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -528478.000000 Penalty: 4136.510742
	Iteration 38Q: 3 clusters Score -528478 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -528479.000000 Penalty: 4136.510742
	Iteration 39Q: 3 clusters Score -528479 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -528480.187500 Penalty: 4136.510742
	Iteration 40F: 3 clusters Score -528480.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -528481.750000 Penalty: 4136.510742
	Iteration 41Q: 3 clusters Score -528481.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -528484.375000 Penalty: 4136.510742
	Iteration 42Q: 3 clusters Score -528484.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -528485.187500 Penalty: 4136.510742
	Iteration 43Q: 3 clusters Score -528485.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -528487.250000 Penalty: 4136.510742
	Iteration 44Q: 3 clusters Score -528487.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -528489.937500 Penalty: 4136.510742
	Iteration 45Q: 3 clusters Score -528489.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -528492.875000 Penalty: 4136.510742
	Iteration 46Q: 3 clusters Score -528492.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -528493.687500 Penalty: 4136.510742
	Iteration 47Q: 3 clusters Score -528493.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -528495.062500 Penalty: 4136.510742
	Iteration 48Q: 3 clusters Score -528495.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -528495.062500 Penalty: 4136.510742
	Iteration 49Q: 3 clusters Score -528495.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -528494.750000 Penalty: 4136.510742
	Iteration 50Q: 3 clusters Score -528494.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -528495.937500 Penalty: 4136.510742
	Iteration 51Q: 3 clusters Score -528495.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -528495.437500 Penalty: 4136.510742
	Iteration 52Q: 3 clusters Score -528495.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -528495.437500 Penalty: 4136.510742
	Iteration 53F: 3 clusters Score -528495.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (24109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24109 members 
Entering Unmasked Estep 
Score: -3089882.750000 Penalty: 2502.404541
	Iteration 0F: 2 clusters Score -3089883 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12080 members 
Mstep: Class 2 contains 12029 members 
Entering Unmasked Estep 
Score: -3073225.750000 Penalty: 5004.809082
	Iteration 0F: 3 clusters Score -3073226 nChanged 10731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12015 members 
Mstep: Class 2 contains 12094 members 
Entering Unmasked Estep 
Score: -3079083.250000 Penalty: 5004.809082
	Iteration 1F: 3 clusters Score -3079083 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11987 members 
Mstep: Class 2 contains 12122 members 
Entering Unmasked Estep 
Score: -3079553.750000 Penalty: 5004.809082
	Iteration 2F: 3 clusters Score -3079554 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11909 members 
Mstep: Class 2 contains 12200 members 
Entering Unmasked Estep 
Score: -3079968.000000 Penalty: 5004.809082
	Iteration 3Q: 3 clusters Score -3079968 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11872 members 
Mstep: Class 2 contains 12237 members 
Entering Unmasked Estep 
Score: -3080397.000000 Penalty: 5004.809082
	Iteration 4Q: 3 clusters Score -3080397 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11875 members 
Mstep: Class 2 contains 12234 members 
Entering Unmasked Estep 
Score: -3080853.750000 Penalty: 5004.809082
	Iteration 5Q: 3 clusters Score -3080854 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11909 members 
Mstep: Class 2 contains 12200 members 
Entering Unmasked Estep 
Score: -3081322.000000 Penalty: 5004.809082
	Iteration 6Q: 3 clusters Score -3081322 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11964 members 
Mstep: Class 2 contains 12145 members 
Entering Unmasked Estep 
Score: -3081839.250000 Penalty: 5004.809082
	Iteration 7Q: 3 clusters Score -3081839 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12065 members 
Mstep: Class 2 contains 12044 members 
Entering Unmasked Estep 
Score: -3082368.000000 Penalty: 5004.809082
	Iteration 8Q: 3 clusters Score -3082368 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12239 members 
Mstep: Class 2 contains 11870 members 
Entering Unmasked Estep 
Score: -3082980.250000 Penalty: 5004.809082
	Iteration 9Q: 3 clusters Score -3082980 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12423 members 
Mstep: Class 2 contains 11686 members 
Entering Unmasked Estep 
Score: -3083571.750000 Penalty: 5004.809082
	Iteration 10Q: 3 clusters Score -3083572 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12604 members 
Mstep: Class 2 contains 11505 members 
Entering Unmasked Estep 
Score: -3084101.500000 Penalty: 5004.809082
	Iteration 11Q: 3 clusters Score -3084102 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12817 members 
Mstep: Class 2 contains 11292 members 
Entering Unmasked Estep 
Score: -3084512.250000 Penalty: 5004.809082
	Iteration 12Q: 3 clusters Score -3084512 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13036 members 
Mstep: Class 2 contains 11073 members 
Entering Unmasked Estep 
Score: -3084811.750000 Penalty: 5004.809082
	Iteration 13Q: 3 clusters Score -3084812 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13294 members 
Mstep: Class 2 contains 10815 members 
Entering Unmasked Estep 
Score: -3084998.000000 Penalty: 5004.809082
	Iteration 14Q: 3 clusters Score -3084998 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13549 members 
Mstep: Class 2 contains 10560 members 
Entering Unmasked Estep 
Score: -3085145.750000 Penalty: 5004.809082
	Iteration 15Q: 3 clusters Score -3085146 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13815 members 
Mstep: Class 2 contains 10294 members 
Entering Unmasked Estep 
Score: -3085275.500000 Penalty: 5004.809082
	Iteration 16Q: 3 clusters Score -3085276 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14075 members 
Mstep: Class 2 contains 10034 members 
Entering Unmasked Estep 
Score: -3085361.750000 Penalty: 5004.809082
	Iteration 17Q: 3 clusters Score -3085362 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14340 members 
Mstep: Class 2 contains 9769 members 
Entering Unmasked Estep 
Score: -3085472.250000 Penalty: 5004.809082
	Iteration 18Q: 3 clusters Score -3085472 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14617 members 
Mstep: Class 2 contains 9492 members 
Entering Unmasked Estep 
Score: -3085573.250000 Penalty: 5004.809082
	Iteration 19Q: 3 clusters Score -3085573 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14896 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
Score: -3085661.250000 Penalty: 5004.809082
	Iteration 20F: 3 clusters Score -3085661 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15178 members 
Mstep: Class 2 contains 8931 members 
Entering Unmasked Estep 
Score: -3085752.500000 Penalty: 5004.809082
	Iteration 21Q: 3 clusters Score -3085752 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15478 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -3085842.750000 Penalty: 5004.809082
	Iteration 22Q: 3 clusters Score -3085843 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15759 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -3085952.500000 Penalty: 5004.809082
	Iteration 23Q: 3 clusters Score -3085952 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16063 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -3086057.000000 Penalty: 5004.809082
	Iteration 24Q: 3 clusters Score -3086057 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16348 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -3086150.000000 Penalty: 5004.809082
	Iteration 25Q: 3 clusters Score -3086150 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16620 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -3086229.000000 Penalty: 5004.809082
	Iteration 26Q: 3 clusters Score -3086229 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16911 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -3086323.750000 Penalty: 5004.809082
	Iteration 27Q: 3 clusters Score -3086324 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17179 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -3086401.500000 Penalty: 5004.809082
	Iteration 28Q: 3 clusters Score -3086402 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17438 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -3086464.750000 Penalty: 5004.809082
	Iteration 29Q: 3 clusters Score -3086465 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17677 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -3086539.000000 Penalty: 5004.809082
	Iteration 30Q: 3 clusters Score -3086539 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17893 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -3086589.250000 Penalty: 5004.809082
	Iteration 31Q: 3 clusters Score -3086589 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18091 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -3086660.750000 Penalty: 5004.809082
	Iteration 32Q: 3 clusters Score -3086661 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18293 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -3086715.750000 Penalty: 5004.809082
	Iteration 33Q: 3 clusters Score -3086716 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18498 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -3086777.500000 Penalty: 5004.809082
	Iteration 34Q: 3 clusters Score -3086778 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18717 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -3086853.500000 Penalty: 5004.809082
	Iteration 35Q: 3 clusters Score -3086854 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18916 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -3086921.000000 Penalty: 5004.809082
	Iteration 36Q: 3 clusters Score -3086921 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19115 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -3086979.750000 Penalty: 5004.809082
	Iteration 37Q: 3 clusters Score -3086980 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19306 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -3087046.500000 Penalty: 5004.809082
	Iteration 38Q: 3 clusters Score -3087046 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19499 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -3087103.250000 Penalty: 5004.809082
	Iteration 39Q: 3 clusters Score -3087103 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19678 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -3087161.500000 Penalty: 5004.809082
	Iteration 40F: 3 clusters Score -3087162 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19850 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -3087219.750000 Penalty: 5004.809082
	Iteration 41Q: 3 clusters Score -3087220 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20030 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -3087280.750000 Penalty: 5004.809082
	Iteration 42Q: 3 clusters Score -3087281 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20209 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -3087350.250000 Penalty: 5004.809082
	Iteration 43Q: 3 clusters Score -3087350 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20386 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -3087399.000000 Penalty: 5004.809082
	Iteration 44Q: 3 clusters Score -3087399 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20538 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -3087451.750000 Penalty: 5004.809082
	Iteration 45Q: 3 clusters Score -3087452 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20690 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -3087492.500000 Penalty: 5004.809082
	Iteration 46Q: 3 clusters Score -3087492 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20849 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -3087564.750000 Penalty: 5004.809082
	Iteration 47Q: 3 clusters Score -3087565 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21011 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -3087630.250000 Penalty: 5004.809082
	Iteration 48Q: 3 clusters Score -3087630 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21160 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -3087711.750000 Penalty: 5004.809082
	Iteration 49Q: 3 clusters Score -3087712 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21313 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -3087776.750000 Penalty: 5004.809082
	Iteration 50Q: 3 clusters Score -3087777 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21460 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -3087849.500000 Penalty: 5004.809082
	Iteration 51Q: 3 clusters Score -3087850 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21583 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -3087905.250000 Penalty: 5004.809082
	Iteration 52Q: 3 clusters Score -3087905 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21711 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -3087959.750000 Penalty: 5004.809082
	Iteration 53Q: 3 clusters Score -3087960 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21826 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -3088024.750000 Penalty: 5004.809082
	Iteration 54Q: 3 clusters Score -3088025 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21927 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -3088072.500000 Penalty: 5004.809082
	Iteration 55Q: 3 clusters Score -3088072 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22017 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -3088113.000000 Penalty: 5004.809082
	Iteration 56Q: 3 clusters Score -3088113 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22102 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -3088183.250000 Penalty: 5004.809082
	Iteration 57Q: 3 clusters Score -3088183 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22187 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -3088215.500000 Penalty: 5004.809082
	Iteration 58Q: 3 clusters Score -3088216 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22251 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -3088257.750000 Penalty: 5004.809082
	Iteration 59Q: 3 clusters Score -3088258 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22318 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -3088305.000000 Penalty: 5004.809082
	Iteration 60F: 3 clusters Score -3088305 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22370 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -3088328.750000 Penalty: 5004.809082
	Iteration 61Q: 3 clusters Score -3088329 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22414 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -3088346.000000 Penalty: 5004.809082
	Iteration 62Q: 3 clusters Score -3088346 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22454 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -3088379.500000 Penalty: 5004.809082
	Iteration 63Q: 3 clusters Score -3088380 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22488 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -3088400.250000 Penalty: 5004.809082
	Iteration 64Q: 3 clusters Score -3088400 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22519 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -3088420.250000 Penalty: 5004.809082
	Iteration 65Q: 3 clusters Score -3088420 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22554 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -3088437.750000 Penalty: 5004.809082
	Iteration 66Q: 3 clusters Score -3088438 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22586 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -3088459.500000 Penalty: 5004.809082
	Iteration 67Q: 3 clusters Score -3088460 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22610 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -3088476.250000 Penalty: 5004.809082
	Iteration 68Q: 3 clusters Score -3088476 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22626 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -3088481.500000 Penalty: 5004.809082
	Iteration 69Q: 3 clusters Score -3088482 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22638 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -3088486.250000 Penalty: 5004.809082
	Iteration 70Q: 3 clusters Score -3088486 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22647 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -3088496.750000 Penalty: 5004.809082
	Iteration 71Q: 3 clusters Score -3088497 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22658 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -3088502.750000 Penalty: 5004.809082
	Iteration 72Q: 3 clusters Score -3088503 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22667 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -3088508.250000 Penalty: 5004.809082
	Iteration 73Q: 3 clusters Score -3088508 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22675 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -3088514.250000 Penalty: 5004.809082
	Iteration 74Q: 3 clusters Score -3088514 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22679 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -3088516.250000 Penalty: 5004.809082
	Iteration 75Q: 3 clusters Score -3088516 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22684 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -3088516.250000 Penalty: 5004.809082
	Iteration 76Q: 3 clusters Score -3088516 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22684 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -3088518.750000 Penalty: 5004.809082
	Iteration 77Q: 3 clusters Score -3088519 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22685 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -3088522.000000 Penalty: 5004.809082
	Iteration 78Q: 3 clusters Score -3088522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22685 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -3088520.000000 Penalty: 5004.809082
	Iteration 79Q: 3 clusters Score -3088520 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22684 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -3088521.000000 Penalty: 5004.809082
	Iteration 80F: 3 clusters Score -3088521 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (39653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39653 members 
Entering Unmasked Estep 
Score: -4769717.000000 Penalty: 2625.804688
	Iteration 0F: 2 clusters Score -4769717 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19902 members 
Mstep: Class 2 contains 19751 members 
Entering Unmasked Estep 
Score: -4742781.000000 Penalty: 5251.609375
	Iteration 0F: 3 clusters Score -4742781 nChanged 18135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20693 members 
Mstep: Class 2 contains 18960 members 
Entering Unmasked Estep 
Score: -4752660.500000 Penalty: 5251.609375
	Iteration 1F: 3 clusters Score -4752660 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21261 members 
Mstep: Class 2 contains 18392 members 
Entering Unmasked Estep 
Score: -4753287.000000 Penalty: 5251.609375
	Iteration 2Q: 3 clusters Score -4753287 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22038 members 
Mstep: Class 2 contains 17615 members 
Entering Unmasked Estep 
Score: -4753923.000000 Penalty: 5251.609375
	Iteration 3Q: 3 clusters Score -4753923 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23117 members 
Mstep: Class 2 contains 16536 members 
Entering Unmasked Estep 
Score: -4754602.000000 Penalty: 5251.609375
	Iteration 4Q: 3 clusters Score -4754602 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24606 members 
Mstep: Class 2 contains 15047 members 
Entering Unmasked Estep 
Score: -4755549.000000 Penalty: 5251.609375
	Iteration 5Q: 3 clusters Score -4755549 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26635 members 
Mstep: Class 2 contains 13018 members 
Entering Unmasked Estep 
Score: -4756871.000000 Penalty: 5251.609375
	Iteration 6F: 3 clusters Score -4756871 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29128 members 
Mstep: Class 2 contains 10525 members 
Entering Unmasked Estep 
Score: -4758802.500000 Penalty: 5251.609375
	Iteration 7F: 3 clusters Score -4758802 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31925 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -4761263.000000 Penalty: 5251.609375
	Iteration 8F: 3 clusters Score -4761263 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34498 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -4763650.000000 Penalty: 5251.609375
	Iteration 9F: 3 clusters Score -4763650 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36374 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -4765430.500000 Penalty: 5251.609375
	Iteration 10Q: 3 clusters Score -4765430 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37501 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -4766522.500000 Penalty: 5251.609375
	Iteration 11Q: 3 clusters Score -4766522 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38135 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -4767105.500000 Penalty: 5251.609375
	Iteration 12Q: 3 clusters Score -4767106 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38455 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -4767367.500000 Penalty: 5251.609375
	Iteration 13Q: 3 clusters Score -4767368 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38617 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -4767499.000000 Penalty: 5251.609375
	Iteration 14Q: 3 clusters Score -4767499 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38722 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -4767593.000000 Penalty: 5251.609375
	Iteration 15Q: 3 clusters Score -4767593 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38799 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -4767650.000000 Penalty: 5251.609375
	Iteration 16Q: 3 clusters Score -4767650 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38853 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -4767702.000000 Penalty: 5251.609375
	Iteration 17Q: 3 clusters Score -4767702 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38871 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -4767725.500000 Penalty: 5251.609375
	Iteration 18Q: 3 clusters Score -4767726 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38890 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -4767742.000000 Penalty: 5251.609375
	Iteration 19Q: 3 clusters Score -4767742 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38902 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -4767745.000000 Penalty: 5251.609375
	Iteration 20F: 3 clusters Score -4767745 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38912 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -4767759.000000 Penalty: 5251.609375
	Iteration 21Q: 3 clusters Score -4767759 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38921 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -4767767.500000 Penalty: 5251.609375
	Iteration 22Q: 3 clusters Score -4767768 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38933 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -4767771.000000 Penalty: 5251.609375
	Iteration 23Q: 3 clusters Score -4767771 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38943 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -4767777.000000 Penalty: 5251.609375
	Iteration 24Q: 3 clusters Score -4767777 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38951 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -4767784.500000 Penalty: 5251.609375
	Iteration 25Q: 3 clusters Score -4767784 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38959 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -4767785.500000 Penalty: 5251.609375
	Iteration 26Q: 3 clusters Score -4767786 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38969 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -4767794.500000 Penalty: 5251.609375
	Iteration 27Q: 3 clusters Score -4767794 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38978 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -4767795.000000 Penalty: 5251.609375
	Iteration 28Q: 3 clusters Score -4767795 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38984 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -4767801.000000 Penalty: 5251.609375
	Iteration 29Q: 3 clusters Score -4767801 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38990 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -4767809.500000 Penalty: 5251.609375
	Iteration 30Q: 3 clusters Score -4767810 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38997 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -4767804.000000 Penalty: 5251.609375
	Iteration 31Q: 3 clusters Score -4767804 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39003 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -4767817.500000 Penalty: 5251.609375
	Iteration 32Q: 3 clusters Score -4767818 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39004 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -4767812.500000 Penalty: 5251.609375
	Iteration 33Q: 3 clusters Score -4767812 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39003 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -4767818.500000 Penalty: 5251.609375
	Iteration 34Q: 3 clusters Score -4767818 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39007 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -4767818.000000 Penalty: 5251.609375
	Iteration 35Q: 3 clusters Score -4767818 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39013 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -4767817.000000 Penalty: 5251.609375
	Iteration 36Q: 3 clusters Score -4767817 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39016 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -4767825.000000 Penalty: 5251.609375
	Iteration 37Q: 3 clusters Score -4767825 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39017 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -4767824.000000 Penalty: 5251.609375
	Iteration 38Q: 3 clusters Score -4767824 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39019 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -4767825.500000 Penalty: 5251.609375
	Iteration 39Q: 3 clusters Score -4767826 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39023 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -4767830.500000 Penalty: 5251.609375
	Iteration 40F: 3 clusters Score -4767830 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39023 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -4767835.000000 Penalty: 5251.609375
	Iteration 41Q: 3 clusters Score -4767835 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39025 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -4767843.500000 Penalty: 5251.609375
	Iteration 42Q: 3 clusters Score -4767844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39024 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -4767844.500000 Penalty: 5251.609375
	Iteration 43Q: 3 clusters Score -4767844 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39026 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -4767843.500000 Penalty: 5251.609375
	Iteration 44Q: 3 clusters Score -4767844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39029 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -4767846.000000 Penalty: 5251.609375
	Iteration 45Q: 3 clusters Score -4767846 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39029 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -4767848.000000 Penalty: 5251.609375
	Iteration 46Q: 3 clusters Score -4767848 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39030 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -4767850.500000 Penalty: 5251.609375
	Iteration 47Q: 3 clusters Score -4767850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39030 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -4767850.500000 Penalty: 5251.609375
	Iteration 48Q: 3 clusters Score -4767850 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39030 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -4767850.500000 Penalty: 5251.609375
	Iteration 49F: 3 clusters Score -4767850 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Entering Unmasked Estep 
Score: -547916.750000 Penalty: 2085.085205
	Iteration 0F: 2 clusters Score -547916.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -543752.687500 Penalty: 4170.170410
	Iteration 0F: 3 clusters Score -543752.7 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -544806.687500 Penalty: 4170.170410
	Iteration 1F: 3 clusters Score -544806.7 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -545203.500000 Penalty: 4170.170410
	Iteration 2F: 3 clusters Score -545203.5 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -545534.500000 Penalty: 4170.170410
	Iteration 3F: 3 clusters Score -545534.5 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -545894.625000 Penalty: 4170.170410
	Iteration 4F: 3 clusters Score -545894.6 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -546163.875000 Penalty: 4170.170410
	Iteration 5F: 3 clusters Score -546163.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -546389.500000 Penalty: 4170.170410
	Iteration 6Q: 3 clusters Score -546389.5 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -546588.312500 Penalty: 4170.170410
	Iteration 7Q: 3 clusters Score -546588.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -546730.937500 Penalty: 4170.170410
	Iteration 8Q: 3 clusters Score -546730.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -546876.437500 Penalty: 4170.170410
	Iteration 9Q: 3 clusters Score -546876.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -546989.937500 Penalty: 4170.170410
	Iteration 10Q: 3 clusters Score -546989.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -547089.312500 Penalty: 4170.170410
	Iteration 11Q: 3 clusters Score -547089.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -547156.937500 Penalty: 4170.170410
	Iteration 12Q: 3 clusters Score -547156.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -547208.625000 Penalty: 4170.170410
	Iteration 13Q: 3 clusters Score -547208.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -547252.125000 Penalty: 4170.170410
	Iteration 14Q: 3 clusters Score -547252.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -547287.812500 Penalty: 4170.170410
	Iteration 15Q: 3 clusters Score -547287.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -547307.375000 Penalty: 4170.170410
	Iteration 16Q: 3 clusters Score -547307.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -547315.375000 Penalty: 4170.170410
	Iteration 17Q: 3 clusters Score -547315.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -547322.625000 Penalty: 4170.170410
	Iteration 18Q: 3 clusters Score -547322.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -547325.750000 Penalty: 4170.170410
	Iteration 19Q: 3 clusters Score -547325.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -547329.000000 Penalty: 4170.170410
	Iteration 20F: 3 clusters Score -547329 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -547329.687500 Penalty: 4170.170410
	Iteration 21Q: 3 clusters Score -547329.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -547329.687500 Penalty: 4170.170410
	Iteration 22Q: 3 clusters Score -547329.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -547329.687500 Penalty: 4170.170410
	Iteration 23F: 3 clusters Score -547329.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (9068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Entering Unmasked Estep 
Score: -1250533.250000 Penalty: 2259.901611
	Iteration 0F: 2 clusters Score -1250533 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -1243805.625000 Penalty: 4519.803223
	Iteration 0F: 3 clusters Score -1243806 nChanged 3847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -1248738.125000 Penalty: 4519.803223
	Iteration 1F: 3 clusters Score -1248738 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -1252034.250000 Penalty: 4519.803223
	Iteration 2F: 3 clusters Score -1252034 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -1253734.875000 Penalty: 4519.803223
	Iteration 3F: 3 clusters Score -1253735 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -1254377.625000 Penalty: 4519.803223
	Iteration 4F: 3 clusters Score -1254378 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -1254707.000000 Penalty: 4519.803223
	Iteration 5Q: 3 clusters Score -1254707 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -1254896.750000 Penalty: 4519.803223
	Iteration 6Q: 3 clusters Score -1254897 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -1255024.750000 Penalty: 4519.803223
	Iteration 7Q: 3 clusters Score -1255025 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -1255101.750000 Penalty: 4519.803223
	Iteration 8Q: 3 clusters Score -1255102 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -1255153.875000 Penalty: 4519.803223
	Iteration 9Q: 3 clusters Score -1255154 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -1255211.250000 Penalty: 4519.803223
	Iteration 10Q: 3 clusters Score -1255211 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -1255291.375000 Penalty: 4519.803223
	Iteration 11Q: 3 clusters Score -1255291 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -1255355.250000 Penalty: 4519.803223
	Iteration 12Q: 3 clusters Score -1255355 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -1255407.750000 Penalty: 4519.803223
	Iteration 13Q: 3 clusters Score -1255408 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -1255438.875000 Penalty: 4519.803223
	Iteration 14Q: 3 clusters Score -1255439 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -1255456.500000 Penalty: 4519.803223
	Iteration 15Q: 3 clusters Score -1255456 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -1255461.625000 Penalty: 4519.803223
	Iteration 16Q: 3 clusters Score -1255462 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -1255480.625000 Penalty: 4519.803223
	Iteration 17Q: 3 clusters Score -1255481 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -1255499.875000 Penalty: 4519.803223
	Iteration 18Q: 3 clusters Score -1255500 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -1255513.500000 Penalty: 4519.803223
	Iteration 19Q: 3 clusters Score -1255514 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -1255515.000000 Penalty: 4519.803223
	Iteration 20F: 3 clusters Score -1255515 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -1255522.000000 Penalty: 4519.803223
	Iteration 21Q: 3 clusters Score -1255522 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -1255537.875000 Penalty: 4519.803223
	Iteration 22Q: 3 clusters Score -1255538 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -1255535.750000 Penalty: 4519.803223
	Iteration 23Q: 3 clusters Score -1255536 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -1255538.875000 Penalty: 4519.803223
	Iteration 24Q: 3 clusters Score -1255539 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -1255540.000000 Penalty: 4519.803223
	Iteration 25Q: 3 clusters Score -1255540 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -1255543.500000 Penalty: 4519.803223
	Iteration 26Q: 3 clusters Score -1255544 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -1255545.125000 Penalty: 4519.803223
	Iteration 27Q: 3 clusters Score -1255545 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -1255546.500000 Penalty: 4519.803223
	Iteration 28Q: 3 clusters Score -1255546 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -1255540.000000 Penalty: 4519.803223
	Iteration 29Q: 3 clusters Score -1255540 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -1255547.625000 Penalty: 4519.803223
	Iteration 30Q: 3 clusters Score -1255548 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -1255544.875000 Penalty: 4519.803223
	Iteration 31Q: 3 clusters Score -1255545 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -1255550.250000 Penalty: 4519.803223
	Iteration 32Q: 3 clusters Score -1255550 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -1255550.250000 Penalty: 4519.803223
	Iteration 33F: 3 clusters Score -1255550 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 2523 members 
Mstep: Class 3 contains 4155 members 
Mstep: Class 4 contains 11988 members 
Mstep: Class 5 contains 2789 members 
Mstep: Class 6 contains 2535 members 
Mstep: Class 7 contains 376 members 
Mstep: Class 8 contains 7907 members 
Mstep: Class 9 contains 175907 members 
Mstep: Class 10 contains 8471 members 
Mstep: Class 11 contains 4267 members 
Mstep: Class 12 contains 23944 members 
Mstep: Class 13 contains 4016 members 
Mstep: Class 14 contains 6588 members 
Mstep: Class 15 contains 190139 members 
Mstep: Class 16 contains 219556 members 
Mstep: Class 17 contains 17003 members 
Mstep: Class 18 contains 31256 members 
Mstep: Class 19 contains 293 members 
Mstep: Class 20 contains 4187 members 
Mstep: Class 21 contains 24109 members 
Mstep: Class 22 contains 39653 members 
Mstep: Class 23 contains 4481 members 
Mstep: Class 24 contains 5039 members 
Mstep: Class 25 contains 38111 members 
Mstep: Class 26 contains 37204 members 
Mstep: Class 27 contains 7024 members 
Mstep: Class 28 contains 26001 members 
Mstep: Class 29 contains 7973 members 
Mstep: Class 30 contains 25260 members 
Mstep: Class 31 contains 6163 members 
Mstep: Class 32 contains 18003 members 
Mstep: Class 33 contains 639 members 
Mstep: Class 34 contains 11614 members 
Mstep: Class 35 contains 63023 members 
Mstep: Class 36 contains 26073 members 
Mstep: Class 37 contains 7321 members 
Mstep: Class 38 contains 1046 members 
Mstep: Class 39 contains 3509 members 
Mstep: Class 40 contains 2891 members 
Mstep: Class 41 contains 14701 members 
Mstep: Class 42 contains 8441 members 
Mstep: Class 43 contains 512 members 
Mstep: Class 44 contains 2847 members 
Mstep: Class 45 contains 857 members 
Mstep: Class 46 contains 10607 members 
Mstep: Class 47 contains 276 members 
Mstep: Class 48 contains 27567 members 
Mstep: Class 49 contains 7060 members 
Mstep: Class 50 contains 695 members 
Mstep: Class 51 contains 22128 members 
Mstep: Class 52 contains 564 members 
Mstep: Class 53 contains 2151 members 
Mstep: Class 54 contains 227 members 
Mstep: Class 55 contains 1180 members 
Mstep: Class 56 contains 1003 members 
Mstep: Class 57 contains 1521 members 
Mstep: Class 58 contains 340 members 
Mstep: Class 59 contains 4029 members 
Entering Unmasked Estep 
Score: -147514704.000000 Penalty: 204672.296875
Splitting cluster 24 changes total score from -147508528.000000 to -147514704.000000
So it's getting split into cluster 59.
Entering ConstructFrom: 
Trying to split cluster 25 (38111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38111 members 
Entering Unmasked Estep 
Score: -4796832.500000 Penalty: 2615.968018
	Iteration 0F: 2 clusters Score -4796832 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18981 members 
Mstep: Class 2 contains 19130 members 
Entering Unmasked Estep 
Score: -4770932.000000 Penalty: 5231.936035
	Iteration 0F: 3 clusters Score -4770932 nChanged 17426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18405 members 
Mstep: Class 2 contains 19706 members 
Entering Unmasked Estep 
Score: -4780684.500000 Penalty: 5231.936035
	Iteration 1F: 3 clusters Score -4780684 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18012 members 
Mstep: Class 2 contains 20099 members 
Entering Unmasked Estep 
Score: -4781243.000000 Penalty: 5231.936035
	Iteration 2Q: 3 clusters Score -4781243 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17456 members 
Mstep: Class 2 contains 20655 members 
Entering Unmasked Estep 
Score: -4781778.500000 Penalty: 5231.936035
	Iteration 3Q: 3 clusters Score -4781778 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16641 members 
Mstep: Class 2 contains 21470 members 
Entering Unmasked Estep 
Score: -4782523.500000 Penalty: 5231.936035
	Iteration 4Q: 3 clusters Score -4782524 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15514 members 
Mstep: Class 2 contains 22597 members 
Entering Unmasked Estep 
Score: -4783528.000000 Penalty: 5231.936035
	Iteration 5F: 3 clusters Score -4783528 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14015 members 
Mstep: Class 2 contains 24096 members 
Entering Unmasked Estep 
Score: -4784906.500000 Penalty: 5231.936035
	Iteration 6F: 3 clusters Score -4784906 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12271 members 
Mstep: Class 2 contains 25840 members 
Entering Unmasked Estep 
Score: -4786664.000000 Penalty: 5231.936035
	Iteration 7F: 3 clusters Score -4786664 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10516 members 
Mstep: Class 2 contains 27595 members 
Entering Unmasked Estep 
Score: -4788627.000000 Penalty: 5231.936035
	Iteration 8F: 3 clusters Score -4788627 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 29093 members 
Entering Unmasked Estep 
Score: -4790530.000000 Penalty: 5231.936035
	Iteration 9F: 3 clusters Score -4790530 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 30204 members 
Entering Unmasked Estep 
Score: -4791856.000000 Penalty: 5231.936035
	Iteration 10Q: 3 clusters Score -4791856 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 30934 members 
Entering Unmasked Estep 
Score: -4792611.500000 Penalty: 5231.936035
	Iteration 11Q: 3 clusters Score -4792612 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 31501 members 
Entering Unmasked Estep 
Score: -4793064.000000 Penalty: 5231.936035
	Iteration 12Q: 3 clusters Score -4793064 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 31955 members 
Entering Unmasked Estep 
Score: -4793316.500000 Penalty: 5231.936035
	Iteration 13Q: 3 clusters Score -4793316 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 32341 members 
Entering Unmasked Estep 
Score: -4793565.500000 Penalty: 5231.936035
	Iteration 14Q: 3 clusters Score -4793566 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 32702 members 
Entering Unmasked Estep 
Score: -4793822.000000 Penalty: 5231.936035
	Iteration 15Q: 3 clusters Score -4793822 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 33010 members 
Entering Unmasked Estep 
Score: -4794071.500000 Penalty: 5231.936035
	Iteration 16Q: 3 clusters Score -4794072 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 33333 members 
Entering Unmasked Estep 
Score: -4794357.500000 Penalty: 5231.936035
	Iteration 17Q: 3 clusters Score -4794358 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 33618 members 
Entering Unmasked Estep 
Score: -4794561.000000 Penalty: 5231.936035
	Iteration 18Q: 3 clusters Score -4794561 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 33886 members 
Entering Unmasked Estep 
Score: -4794749.500000 Penalty: 5231.936035
	Iteration 19Q: 3 clusters Score -4794750 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 34094 members 
Entering Unmasked Estep 
Score: -4794863.000000 Penalty: 5231.936035
	Iteration 20F: 3 clusters Score -4794863 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 34251 members 
Entering Unmasked Estep 
Score: -4794944.500000 Penalty: 5231.936035
	Iteration 21Q: 3 clusters Score -4794944 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 34362 members 
Entering Unmasked Estep 
Score: -4794977.500000 Penalty: 5231.936035
	Iteration 22Q: 3 clusters Score -4794978 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 34446 members 
Entering Unmasked Estep 
Score: -4795001.500000 Penalty: 5231.936035
	Iteration 23Q: 3 clusters Score -4795002 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 34523 members 
Entering Unmasked Estep 
Score: -4795035.000000 Penalty: 5231.936035
	Iteration 24Q: 3 clusters Score -4795035 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 34587 members 
Entering Unmasked Estep 
Score: -4795045.500000 Penalty: 5231.936035
	Iteration 25Q: 3 clusters Score -4795046 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 34649 members 
Entering Unmasked Estep 
Score: -4795056.500000 Penalty: 5231.936035
	Iteration 26Q: 3 clusters Score -4795056 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 34716 members 
Entering Unmasked Estep 
Score: -4795088.500000 Penalty: 5231.936035
	Iteration 27Q: 3 clusters Score -4795088 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 34778 members 
Entering Unmasked Estep 
Score: -4795106.500000 Penalty: 5231.936035
	Iteration 28Q: 3 clusters Score -4795106 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 34834 members 
Entering Unmasked Estep 
Score: -4795118.000000 Penalty: 5231.936035
	Iteration 29Q: 3 clusters Score -4795118 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 34907 members 
Entering Unmasked Estep 
Score: -4795140.000000 Penalty: 5231.936035
	Iteration 30Q: 3 clusters Score -4795140 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 34973 members 
Entering Unmasked Estep 
Score: -4795152.000000 Penalty: 5231.936035
	Iteration 31Q: 3 clusters Score -4795152 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 35026 members 
Entering Unmasked Estep 
Score: -4795162.500000 Penalty: 5231.936035
	Iteration 32Q: 3 clusters Score -4795162 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 35077 members 
Entering Unmasked Estep 
Score: -4795179.000000 Penalty: 5231.936035
	Iteration 33Q: 3 clusters Score -4795179 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 35135 members 
Entering Unmasked Estep 
Score: -4795207.500000 Penalty: 5231.936035
	Iteration 34Q: 3 clusters Score -4795208 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 35208 members 
Entering Unmasked Estep 
Score: -4795235.500000 Penalty: 5231.936035
	Iteration 35Q: 3 clusters Score -4795236 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 35283 members 
Entering Unmasked Estep 
Score: -4795253.500000 Penalty: 5231.936035
	Iteration 36Q: 3 clusters Score -4795254 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 35341 members 
Entering Unmasked Estep 
Score: -4795269.500000 Penalty: 5231.936035
	Iteration 37Q: 3 clusters Score -4795270 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 35395 members 
Entering Unmasked Estep 
Score: -4795297.500000 Penalty: 5231.936035
	Iteration 38Q: 3 clusters Score -4795298 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 35452 members 
Entering Unmasked Estep 
Score: -4795315.500000 Penalty: 5231.936035
	Iteration 39Q: 3 clusters Score -4795316 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 35499 members 
Entering Unmasked Estep 
Score: -4795318.000000 Penalty: 5231.936035
	Iteration 40F: 3 clusters Score -4795318 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 35540 members 
Entering Unmasked Estep 
Score: -4795342.000000 Penalty: 5231.936035
	Iteration 41Q: 3 clusters Score -4795342 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 35584 members 
Entering Unmasked Estep 
Score: -4795347.000000 Penalty: 5231.936035
	Iteration 42Q: 3 clusters Score -4795347 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 35627 members 
Entering Unmasked Estep 
Score: -4795363.500000 Penalty: 5231.936035
	Iteration 43Q: 3 clusters Score -4795364 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 35667 members 
Entering Unmasked Estep 
Score: -4795382.500000 Penalty: 5231.936035
	Iteration 44Q: 3 clusters Score -4795382 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 35702 members 
Entering Unmasked Estep 
Score: -4795389.500000 Penalty: 5231.936035
	Iteration 45Q: 3 clusters Score -4795390 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 35721 members 
Entering Unmasked Estep 
Score: -4795401.000000 Penalty: 5231.936035
	Iteration 46Q: 3 clusters Score -4795401 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 35736 members 
Entering Unmasked Estep 
Score: -4795403.000000 Penalty: 5231.936035
	Iteration 47Q: 3 clusters Score -4795403 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 35750 members 
Entering Unmasked Estep 
Score: -4795400.500000 Penalty: 5231.936035
	Iteration 48Q: 3 clusters Score -4795400 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 35763 members 
Entering Unmasked Estep 
Score: -4795406.000000 Penalty: 5231.936035
	Iteration 49Q: 3 clusters Score -4795406 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 35774 members 
Entering Unmasked Estep 
Score: -4795403.500000 Penalty: 5231.936035
	Iteration 50Q: 3 clusters Score -4795404 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 35785 members 
Entering Unmasked Estep 
Score: -4795400.500000 Penalty: 5231.936035
	Iteration 51Q: 3 clusters Score -4795400 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 35797 members 
Entering Unmasked Estep 
Score: -4795409.500000 Penalty: 5231.936035
	Iteration 52Q: 3 clusters Score -4795410 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 35811 members 
Entering Unmasked Estep 
Score: -4795409.000000 Penalty: 5231.936035
	Iteration 53Q: 3 clusters Score -4795409 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 35827 members 
Entering Unmasked Estep 
Score: -4795427.500000 Penalty: 5231.936035
	Iteration 54Q: 3 clusters Score -4795428 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 35839 members 
Entering Unmasked Estep 
Score: -4795421.500000 Penalty: 5231.936035
	Iteration 55Q: 3 clusters Score -4795422 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 35851 members 
Entering Unmasked Estep 
Score: -4795425.500000 Penalty: 5231.936035
	Iteration 56Q: 3 clusters Score -4795426 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 35857 members 
Entering Unmasked Estep 
Score: -4795432.000000 Penalty: 5231.936035
	Iteration 57Q: 3 clusters Score -4795432 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 35865 members 
Entering Unmasked Estep 
Score: -4795432.500000 Penalty: 5231.936035
	Iteration 58Q: 3 clusters Score -4795432 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 35877 members 
Entering Unmasked Estep 
Score: -4795443.500000 Penalty: 5231.936035
	Iteration 59Q: 3 clusters Score -4795444 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 35881 members 
Entering Unmasked Estep 
Score: -4795447.500000 Penalty: 5231.936035
	Iteration 60F: 3 clusters Score -4795448 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 35882 members 
Entering Unmasked Estep 
Score: -4795443.000000 Penalty: 5231.936035
	Iteration 61Q: 3 clusters Score -4795443 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 35882 members 
Entering Unmasked Estep 
Score: -4795443.000000 Penalty: 5231.936035
	Iteration 62F: 3 clusters Score -4795443 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (37204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37204 members 
Entering Unmasked Estep 
Score: -4739078.000000 Penalty: 2609.994629
	Iteration 0F: 2 clusters Score -4739078 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18522 members 
Mstep: Class 2 contains 18682 members 
Entering Unmasked Estep 
Score: -4713746.500000 Penalty: 5219.989258
	Iteration 0F: 3 clusters Score -4713746 nChanged 17132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17720 members 
Mstep: Class 2 contains 19484 members 
Entering Unmasked Estep 
Score: -4723372.500000 Penalty: 5219.989258
	Iteration 1F: 3 clusters Score -4723372 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17159 members 
Mstep: Class 2 contains 20045 members 
Entering Unmasked Estep 
Score: -4724058.500000 Penalty: 5219.989258
	Iteration 2Q: 3 clusters Score -4724058 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16412 members 
Mstep: Class 2 contains 20792 members 
Entering Unmasked Estep 
Score: -4724766.500000 Penalty: 5219.989258
	Iteration 3Q: 3 clusters Score -4724766 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15334 members 
Mstep: Class 2 contains 21870 members 
Entering Unmasked Estep 
Score: -4725654.000000 Penalty: 5219.989258
	Iteration 4Q: 3 clusters Score -4725654 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13805 members 
Mstep: Class 2 contains 23399 members 
Entering Unmasked Estep 
Score: -4726824.000000 Penalty: 5219.989258
	Iteration 5F: 3 clusters Score -4726824 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11933 members 
Mstep: Class 2 contains 25271 members 
Entering Unmasked Estep 
Score: -4728325.500000 Penalty: 5219.989258
	Iteration 6F: 3 clusters Score -4728326 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 27400 members 
Entering Unmasked Estep 
Score: -4730220.500000 Penalty: 5219.989258
	Iteration 7F: 3 clusters Score -4730220 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 29463 members 
Entering Unmasked Estep 
Score: -4732145.000000 Penalty: 5219.989258
	Iteration 8F: 3 clusters Score -4732145 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 31180 members 
Entering Unmasked Estep 
Score: -4733884.500000 Penalty: 5219.989258
	Iteration 9F: 3 clusters Score -4733884 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 32450 members 
Entering Unmasked Estep 
Score: -4735142.500000 Penalty: 5219.989258
	Iteration 10Q: 3 clusters Score -4735142 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 33310 members 
Entering Unmasked Estep 
Score: -4735929.500000 Penalty: 5219.989258
	Iteration 11Q: 3 clusters Score -4735930 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 33898 members 
Entering Unmasked Estep 
Score: -4736426.000000 Penalty: 5219.989258
	Iteration 12Q: 3 clusters Score -4736426 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 34339 members 
Entering Unmasked Estep 
Score: -4736761.000000 Penalty: 5219.989258
	Iteration 13Q: 3 clusters Score -4736761 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 34646 members 
Entering Unmasked Estep 
Score: -4736956.500000 Penalty: 5219.989258
	Iteration 14Q: 3 clusters Score -4736956 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 34876 members 
Entering Unmasked Estep 
Score: -4737086.000000 Penalty: 5219.989258
	Iteration 15Q: 3 clusters Score -4737086 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 35069 members 
Entering Unmasked Estep 
Score: -4737232.000000 Penalty: 5219.989258
	Iteration 16Q: 3 clusters Score -4737232 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 35212 members 
Entering Unmasked Estep 
Score: -4737307.500000 Penalty: 5219.989258
	Iteration 17Q: 3 clusters Score -4737308 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 35339 members 
Entering Unmasked Estep 
Score: -4737363.500000 Penalty: 5219.989258
	Iteration 18Q: 3 clusters Score -4737364 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 35436 members 
Entering Unmasked Estep 
Score: -4737414.000000 Penalty: 5219.989258
	Iteration 19Q: 3 clusters Score -4737414 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 35512 members 
Entering Unmasked Estep 
Score: -4737449.500000 Penalty: 5219.989258
	Iteration 20F: 3 clusters Score -4737450 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 35576 members 
Entering Unmasked Estep 
Score: -4737474.500000 Penalty: 5219.989258
	Iteration 21Q: 3 clusters Score -4737474 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 35634 members 
Entering Unmasked Estep 
Score: -4737508.000000 Penalty: 5219.989258
	Iteration 22Q: 3 clusters Score -4737508 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 35676 members 
Entering Unmasked Estep 
Score: -4737539.500000 Penalty: 5219.989258
	Iteration 23Q: 3 clusters Score -4737540 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 35705 members 
Entering Unmasked Estep 
Score: -4737545.000000 Penalty: 5219.989258
	Iteration 24Q: 3 clusters Score -4737545 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 35728 members 
Entering Unmasked Estep 
Score: -4737560.500000 Penalty: 5219.989258
	Iteration 25Q: 3 clusters Score -4737560 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 35749 members 
Entering Unmasked Estep 
Score: -4737565.000000 Penalty: 5219.989258
	Iteration 26Q: 3 clusters Score -4737565 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 35772 members 
Entering Unmasked Estep 
Score: -4737581.500000 Penalty: 5219.989258
	Iteration 27Q: 3 clusters Score -4737582 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 35792 members 
Entering Unmasked Estep 
Score: -4737590.500000 Penalty: 5219.989258
	Iteration 28Q: 3 clusters Score -4737590 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 35806 members 
Entering Unmasked Estep 
Score: -4737599.500000 Penalty: 5219.989258
	Iteration 29Q: 3 clusters Score -4737600 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 35815 members 
Entering Unmasked Estep 
Score: -4737595.000000 Penalty: 5219.989258
	Iteration 30Q: 3 clusters Score -4737595 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 35825 members 
Entering Unmasked Estep 
Score: -4737599.500000 Penalty: 5219.989258
	Iteration 31Q: 3 clusters Score -4737600 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 35831 members 
Entering Unmasked Estep 
Score: -4737596.500000 Penalty: 5219.989258
	Iteration 32Q: 3 clusters Score -4737596 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 35835 members 
Entering Unmasked Estep 
Score: -4737601.000000 Penalty: 5219.989258
	Iteration 33Q: 3 clusters Score -4737601 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 35838 members 
Entering Unmasked Estep 
Score: -4737599.000000 Penalty: 5219.989258
	Iteration 34Q: 3 clusters Score -4737599 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 35841 members 
Entering Unmasked Estep 
Score: -4737603.500000 Penalty: 5219.989258
	Iteration 35Q: 3 clusters Score -4737604 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 35843 members 
Entering Unmasked Estep 
Score: -4737602.500000 Penalty: 5219.989258
	Iteration 36Q: 3 clusters Score -4737602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 35845 members 
Entering Unmasked Estep 
Score: -4737604.500000 Penalty: 5219.989258
	Iteration 37Q: 3 clusters Score -4737604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 35846 members 
Entering Unmasked Estep 
Score: -4737604.500000 Penalty: 5219.989258
	Iteration 38Q: 3 clusters Score -4737604 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 35846 members 
Entering Unmasked Estep 
Score: -4737604.500000 Penalty: 5219.989258
	Iteration 39F: 3 clusters Score -4737604 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (7024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Entering Unmasked Estep 
Score: -805466.125000 Penalty: 2196.557861
	Iteration 0F: 2 clusters Score -805466.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -799691.625000 Penalty: 4393.115723
	Iteration 0F: 3 clusters Score -799691.6 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -801311.062500 Penalty: 4393.115723
	Iteration 1F: 3 clusters Score -801311.1 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -801694.437500 Penalty: 4393.115723
	Iteration 2F: 3 clusters Score -801694.4 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -801973.750000 Penalty: 4393.115723
	Iteration 3F: 3 clusters Score -801973.8 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -802196.312500 Penalty: 4393.115723
	Iteration 4Q: 3 clusters Score -802196.3 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -802393.000000 Penalty: 4393.115723
	Iteration 5Q: 3 clusters Score -802393 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -802574.500000 Penalty: 4393.115723
	Iteration 6Q: 3 clusters Score -802574.5 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -802743.562500 Penalty: 4393.115723
	Iteration 7Q: 3 clusters Score -802743.6 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -802914.437500 Penalty: 4393.115723
	Iteration 8Q: 3 clusters Score -802914.4 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -803085.062500 Penalty: 4393.115723
	Iteration 9Q: 3 clusters Score -803085.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -803245.250000 Penalty: 4393.115723
	Iteration 10Q: 3 clusters Score -803245.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -803383.750000 Penalty: 4393.115723
	Iteration 11Q: 3 clusters Score -803383.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -803488.000000 Penalty: 4393.115723
	Iteration 12Q: 3 clusters Score -803488 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -803590.250000 Penalty: 4393.115723
	Iteration 13Q: 3 clusters Score -803590.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -803673.312500 Penalty: 4393.115723
	Iteration 14Q: 3 clusters Score -803673.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -803738.687500 Penalty: 4393.115723
	Iteration 15Q: 3 clusters Score -803738.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -803813.062500 Penalty: 4393.115723
	Iteration 16Q: 3 clusters Score -803813.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -803879.812500 Penalty: 4393.115723
	Iteration 17Q: 3 clusters Score -803879.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -803927.500000 Penalty: 4393.115723
	Iteration 18Q: 3 clusters Score -803927.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -803968.062500 Penalty: 4393.115723
	Iteration 19Q: 3 clusters Score -803968.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -804014.062500 Penalty: 4393.115723
	Iteration 20F: 3 clusters Score -804014.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -804060.250000 Penalty: 4393.115723
	Iteration 21Q: 3 clusters Score -804060.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -804100.937500 Penalty: 4393.115723
	Iteration 22Q: 3 clusters Score -804100.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -804132.812500 Penalty: 4393.115723
	Iteration 23Q: 3 clusters Score -804132.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -804156.625000 Penalty: 4393.115723
	Iteration 24Q: 3 clusters Score -804156.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -804180.875000 Penalty: 4393.115723
	Iteration 25Q: 3 clusters Score -804180.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -804207.937500 Penalty: 4393.115723
	Iteration 26Q: 3 clusters Score -804207.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -804231.562500 Penalty: 4393.115723
	Iteration 27Q: 3 clusters Score -804231.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -804250.562500 Penalty: 4393.115723
	Iteration 28Q: 3 clusters Score -804250.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -804272.062500 Penalty: 4393.115723
	Iteration 29Q: 3 clusters Score -804272.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -804290.625000 Penalty: 4393.115723
	Iteration 30Q: 3 clusters Score -804290.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -804307.437500 Penalty: 4393.115723
	Iteration 31Q: 3 clusters Score -804307.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -804326.687500 Penalty: 4393.115723
	Iteration 32Q: 3 clusters Score -804326.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -804341.000000 Penalty: 4393.115723
	Iteration 33Q: 3 clusters Score -804341 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -804356.750000 Penalty: 4393.115723
	Iteration 34Q: 3 clusters Score -804356.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -804368.625000 Penalty: 4393.115723
	Iteration 35Q: 3 clusters Score -804368.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -804381.812500 Penalty: 4393.115723
	Iteration 36Q: 3 clusters Score -804381.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -804387.500000 Penalty: 4393.115723
	Iteration 37Q: 3 clusters Score -804387.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -804401.812500 Penalty: 4393.115723
	Iteration 38Q: 3 clusters Score -804401.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -804413.812500 Penalty: 4393.115723
	Iteration 39Q: 3 clusters Score -804413.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -804433.562500 Penalty: 4393.115723
	Iteration 40F: 3 clusters Score -804433.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -804449.125000 Penalty: 4393.115723
	Iteration 41Q: 3 clusters Score -804449.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -804463.562500 Penalty: 4393.115723
	Iteration 42Q: 3 clusters Score -804463.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -804475.875000 Penalty: 4393.115723
	Iteration 43Q: 3 clusters Score -804475.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -804494.812500 Penalty: 4393.115723
	Iteration 44Q: 3 clusters Score -804494.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -804511.500000 Penalty: 4393.115723
	Iteration 45Q: 3 clusters Score -804511.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -804527.375000 Penalty: 4393.115723
	Iteration 46Q: 3 clusters Score -804527.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -804537.250000 Penalty: 4393.115723
	Iteration 47Q: 3 clusters Score -804537.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -804546.625000 Penalty: 4393.115723
	Iteration 48Q: 3 clusters Score -804546.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -804553.187500 Penalty: 4393.115723
	Iteration 49Q: 3 clusters Score -804553.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -804555.875000 Penalty: 4393.115723
	Iteration 50Q: 3 clusters Score -804555.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -804555.812500 Penalty: 4393.115723
	Iteration 51Q: 3 clusters Score -804555.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -804557.750000 Penalty: 4393.115723
	Iteration 52Q: 3 clusters Score -804557.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -804557.062500 Penalty: 4393.115723
	Iteration 53Q: 3 clusters Score -804557.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -804558.187500 Penalty: 4393.115723
	Iteration 54Q: 3 clusters Score -804558.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -804558.187500 Penalty: 4393.115723
	Iteration 55F: 3 clusters Score -804558.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (26001 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26001 members 
Entering Unmasked Estep 
Score: -3317626.500000 Penalty: 2521.140869
	Iteration 0F: 2 clusters Score -3317626 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12975 members 
Mstep: Class 2 contains 13026 members 
Entering Unmasked Estep 
Score: -3299769.250000 Penalty: 5042.281738
	Iteration 0F: 3 clusters Score -3299769 nChanged 11480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12921 members 
Mstep: Class 2 contains 13080 members 
Entering Unmasked Estep 
Score: -3305999.250000 Penalty: 5042.281738
	Iteration 1F: 3 clusters Score -3305999 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12852 members 
Mstep: Class 2 contains 13149 members 
Entering Unmasked Estep 
Score: -3306414.750000 Penalty: 5042.281738
	Iteration 2Q: 3 clusters Score -3306415 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12768 members 
Mstep: Class 2 contains 13233 members 
Entering Unmasked Estep 
Score: -3306803.000000 Penalty: 5042.281738
	Iteration 3Q: 3 clusters Score -3306803 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12699 members 
Mstep: Class 2 contains 13302 members 
Entering Unmasked Estep 
Score: -3307137.500000 Penalty: 5042.281738
	Iteration 4Q: 3 clusters Score -3307138 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12587 members 
Mstep: Class 2 contains 13414 members 
Entering Unmasked Estep 
Score: -3307428.500000 Penalty: 5042.281738
	Iteration 5Q: 3 clusters Score -3307428 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12445 members 
Mstep: Class 2 contains 13556 members 
Entering Unmasked Estep 
Score: -3307726.000000 Penalty: 5042.281738
	Iteration 6Q: 3 clusters Score -3307726 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12285 members 
Mstep: Class 2 contains 13716 members 
Entering Unmasked Estep 
Score: -3308073.750000 Penalty: 5042.281738
	Iteration 7Q: 3 clusters Score -3308074 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12081 members 
Mstep: Class 2 contains 13920 members 
Entering Unmasked Estep 
Score: -3308463.000000 Penalty: 5042.281738
	Iteration 8Q: 3 clusters Score -3308463 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11833 members 
Mstep: Class 2 contains 14168 members 
Entering Unmasked Estep 
Score: -3308943.000000 Penalty: 5042.281738
	Iteration 9Q: 3 clusters Score -3308943 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11534 members 
Mstep: Class 2 contains 14467 members 
Entering Unmasked Estep 
Score: -3309505.250000 Penalty: 5042.281738
	Iteration 10Q: 3 clusters Score -3309505 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11209 members 
Mstep: Class 2 contains 14792 members 
Entering Unmasked Estep 
Score: -3310185.250000 Penalty: 5042.281738
	Iteration 11Q: 3 clusters Score -3310185 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10814 members 
Mstep: Class 2 contains 15187 members 
Entering Unmasked Estep 
Score: -3310904.250000 Penalty: 5042.281738
	Iteration 12Q: 3 clusters Score -3310904 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10399 members 
Mstep: Class 2 contains 15602 members 
Entering Unmasked Estep 
Score: -3311587.500000 Penalty: 5042.281738
	Iteration 13Q: 3 clusters Score -3311588 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10017 members 
Mstep: Class 2 contains 15984 members 
Entering Unmasked Estep 
Score: -3312216.250000 Penalty: 5042.281738
	Iteration 14Q: 3 clusters Score -3312216 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 16409 members 
Entering Unmasked Estep 
Score: -3312848.000000 Penalty: 5042.281738
	Iteration 15Q: 3 clusters Score -3312848 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 16801 members 
Entering Unmasked Estep 
Score: -3313318.750000 Penalty: 5042.281738
	Iteration 16Q: 3 clusters Score -3313319 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8812 members 
Mstep: Class 2 contains 17189 members 
Entering Unmasked Estep 
Score: -3313791.750000 Penalty: 5042.281738
	Iteration 17Q: 3 clusters Score -3313792 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 17599 members 
Entering Unmasked Estep 
Score: -3314194.750000 Penalty: 5042.281738
	Iteration 18Q: 3 clusters Score -3314195 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 18053 members 
Entering Unmasked Estep 
Score: -3314579.000000 Penalty: 5042.281738
	Iteration 19Q: 3 clusters Score -3314579 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 18511 members 
Entering Unmasked Estep 
Score: -3314887.250000 Penalty: 5042.281738
	Iteration 20F: 3 clusters Score -3314887 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 18947 members 
Entering Unmasked Estep 
Score: -3315154.250000 Penalty: 5042.281738
	Iteration 21Q: 3 clusters Score -3315154 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 19398 members 
Entering Unmasked Estep 
Score: -3315412.250000 Penalty: 5042.281738
	Iteration 22Q: 3 clusters Score -3315412 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 19808 members 
Entering Unmasked Estep 
Score: -3315582.250000 Penalty: 5042.281738
	Iteration 23Q: 3 clusters Score -3315582 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 20165 members 
Entering Unmasked Estep 
Score: -3315745.500000 Penalty: 5042.281738
	Iteration 24Q: 3 clusters Score -3315746 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 20503 members 
Entering Unmasked Estep 
Score: -3315885.000000 Penalty: 5042.281738
	Iteration 25Q: 3 clusters Score -3315885 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 20827 members 
Entering Unmasked Estep 
Score: -3316001.500000 Penalty: 5042.281738
	Iteration 26Q: 3 clusters Score -3316002 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 21095 members 
Entering Unmasked Estep 
Score: -3316104.250000 Penalty: 5042.281738
	Iteration 27Q: 3 clusters Score -3316104 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 21341 members 
Entering Unmasked Estep 
Score: -3316195.000000 Penalty: 5042.281738
	Iteration 28Q: 3 clusters Score -3316195 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 21574 members 
Entering Unmasked Estep 
Score: -3316273.250000 Penalty: 5042.281738
	Iteration 29Q: 3 clusters Score -3316273 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 21790 members 
Entering Unmasked Estep 
Score: -3316334.500000 Penalty: 5042.281738
	Iteration 30Q: 3 clusters Score -3316334 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 21966 members 
Entering Unmasked Estep 
Score: -3316377.500000 Penalty: 5042.281738
	Iteration 31Q: 3 clusters Score -3316378 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 22131 members 
Entering Unmasked Estep 
Score: -3316434.000000 Penalty: 5042.281738
	Iteration 32Q: 3 clusters Score -3316434 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 22260 members 
Entering Unmasked Estep 
Score: -3316466.000000 Penalty: 5042.281738
	Iteration 33Q: 3 clusters Score -3316466 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 22362 members 
Entering Unmasked Estep 
Score: -3316502.750000 Penalty: 5042.281738
	Iteration 34Q: 3 clusters Score -3316503 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 22454 members 
Entering Unmasked Estep 
Score: -3316529.500000 Penalty: 5042.281738
	Iteration 35Q: 3 clusters Score -3316530 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 22531 members 
Entering Unmasked Estep 
Score: -3316545.000000 Penalty: 5042.281738
	Iteration 36Q: 3 clusters Score -3316545 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 22598 members 
Entering Unmasked Estep 
Score: -3316545.500000 Penalty: 5042.281738
	Iteration 37Q: 3 clusters Score -3316546 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 22643 members 
Entering Unmasked Estep 
Score: -3316563.250000 Penalty: 5042.281738
	Iteration 38Q: 3 clusters Score -3316563 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 22686 members 
Entering Unmasked Estep 
Score: -3316576.250000 Penalty: 5042.281738
	Iteration 39Q: 3 clusters Score -3316576 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 22730 members 
Entering Unmasked Estep 
Score: -3316581.500000 Penalty: 5042.281738
	Iteration 40F: 3 clusters Score -3316582 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 22770 members 
Entering Unmasked Estep 
Score: -3316594.000000 Penalty: 5042.281738
	Iteration 41Q: 3 clusters Score -3316594 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 22813 members 
Entering Unmasked Estep 
Score: -3316602.750000 Penalty: 5042.281738
	Iteration 42Q: 3 clusters Score -3316603 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 22846 members 
Entering Unmasked Estep 
Score: -3316600.250000 Penalty: 5042.281738
	Iteration 43Q: 3 clusters Score -3316600 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 22872 members 
Entering Unmasked Estep 
Score: -3316603.500000 Penalty: 5042.281738
	Iteration 44Q: 3 clusters Score -3316604 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 22890 members 
Entering Unmasked Estep 
Score: -3316607.000000 Penalty: 5042.281738
	Iteration 45Q: 3 clusters Score -3316607 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 22906 members 
Entering Unmasked Estep 
Score: -3316608.000000 Penalty: 5042.281738
	Iteration 46Q: 3 clusters Score -3316608 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 22919 members 
Entering Unmasked Estep 
Score: -3316613.250000 Penalty: 5042.281738
	Iteration 47Q: 3 clusters Score -3316613 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 22932 members 
Entering Unmasked Estep 
Score: -3316610.250000 Penalty: 5042.281738
	Iteration 48Q: 3 clusters Score -3316610 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 22944 members 
Entering Unmasked Estep 
Score: -3316612.750000 Penalty: 5042.281738
	Iteration 49Q: 3 clusters Score -3316613 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 22951 members 
Entering Unmasked Estep 
Score: -3316605.500000 Penalty: 5042.281738
	Iteration 50Q: 3 clusters Score -3316606 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 22960 members 
Entering Unmasked Estep 
Score: -3316608.000000 Penalty: 5042.281738
	Iteration 51Q: 3 clusters Score -3316608 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 22965 members 
Entering Unmasked Estep 
Score: -3316608.500000 Penalty: 5042.281738
	Iteration 52Q: 3 clusters Score -3316608 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 22971 members 
Entering Unmasked Estep 
Score: -3316611.500000 Penalty: 5042.281738
	Iteration 53Q: 3 clusters Score -3316612 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 22980 members 
Entering Unmasked Estep 
Score: -3316615.500000 Penalty: 5042.281738
	Iteration 54Q: 3 clusters Score -3316616 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 22992 members 
Entering Unmasked Estep 
Score: -3316614.750000 Penalty: 5042.281738
	Iteration 55Q: 3 clusters Score -3316615 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 23002 members 
Entering Unmasked Estep 
Score: -3316620.500000 Penalty: 5042.281738
	Iteration 56Q: 3 clusters Score -3316620 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 23008 members 
Entering Unmasked Estep 
Score: -3316623.750000 Penalty: 5042.281738
	Iteration 57Q: 3 clusters Score -3316624 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 23011 members 
Entering Unmasked Estep 
Score: -3316623.250000 Penalty: 5042.281738
	Iteration 58Q: 3 clusters Score -3316623 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 23014 members 
Entering Unmasked Estep 
Score: -3316623.250000 Penalty: 5042.281738
	Iteration 59Q: 3 clusters Score -3316623 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 23017 members 
Entering Unmasked Estep 
Score: -3316627.750000 Penalty: 5042.281738
	Iteration 60F: 3 clusters Score -3316628 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 23020 members 
Entering Unmasked Estep 
Score: -3316628.500000 Penalty: 5042.281738
	Iteration 61Q: 3 clusters Score -3316628 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 23025 members 
Entering Unmasked Estep 
Score: -3316629.500000 Penalty: 5042.281738
	Iteration 62Q: 3 clusters Score -3316630 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 23032 members 
Entering Unmasked Estep 
Score: -3316629.000000 Penalty: 5042.281738
	Iteration 63Q: 3 clusters Score -3316629 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 23037 members 
Entering Unmasked Estep 
Score: -3316623.500000 Penalty: 5042.281738
	Iteration 64Q: 3 clusters Score -3316624 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 23041 members 
Entering Unmasked Estep 
Score: -3316623.250000 Penalty: 5042.281738
	Iteration 65Q: 3 clusters Score -3316623 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 23043 members 
Entering Unmasked Estep 
Score: -3316624.250000 Penalty: 5042.281738
	Iteration 66Q: 3 clusters Score -3316624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 23045 members 
Entering Unmasked Estep 
Score: -3316628.500000 Penalty: 5042.281738
	Iteration 67Q: 3 clusters Score -3316628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 23046 members 
Entering Unmasked Estep 
Score: -3316627.500000 Penalty: 5042.281738
	Iteration 68Q: 3 clusters Score -3316628 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 23046 members 
Entering Unmasked Estep 
Score: -3316627.500000 Penalty: 5042.281738
	Iteration 69F: 3 clusters Score -3316628 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (7973 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Entering Unmasked Estep 
Score: -997287.125000 Penalty: 2227.986328
	Iteration 0F: 2 clusters Score -997287.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -990919.562500 Penalty: 4455.972656
	Iteration 0F: 3 clusters Score -990919.6 nChanged 3215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -992610.937500 Penalty: 4455.972656
	Iteration 1F: 3 clusters Score -992610.9 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -992876.562500 Penalty: 4455.972656
	Iteration 2F: 3 clusters Score -992876.6 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -993055.000000 Penalty: 4455.972656
	Iteration 3Q: 3 clusters Score -993055 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -993187.562500 Penalty: 4455.972656
	Iteration 4Q: 3 clusters Score -993187.6 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -993320.000000 Penalty: 4455.972656
	Iteration 5Q: 3 clusters Score -993320 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -993452.750000 Penalty: 4455.972656
	Iteration 6Q: 3 clusters Score -993452.8 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -993573.062500 Penalty: 4455.972656
	Iteration 7Q: 3 clusters Score -993573.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -993674.875000 Penalty: 4455.972656
	Iteration 8Q: 3 clusters Score -993674.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -993754.000000 Penalty: 4455.972656
	Iteration 9Q: 3 clusters Score -993754 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -993830.750000 Penalty: 4455.972656
	Iteration 10Q: 3 clusters Score -993830.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -993910.250000 Penalty: 4455.972656
	Iteration 11Q: 3 clusters Score -993910.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -993996.437500 Penalty: 4455.972656
	Iteration 12Q: 3 clusters Score -993996.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -994089.687500 Penalty: 4455.972656
	Iteration 13Q: 3 clusters Score -994089.7 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -994188.437500 Penalty: 4455.972656
	Iteration 14Q: 3 clusters Score -994188.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -994319.375000 Penalty: 4455.972656
	Iteration 15Q: 3 clusters Score -994319.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -994459.250000 Penalty: 4455.972656
	Iteration 16Q: 3 clusters Score -994459.2 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -994659.812500 Penalty: 4455.972656
	Iteration 17Q: 3 clusters Score -994659.8 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -994946.062500 Penalty: 4455.972656
	Iteration 18Q: 3 clusters Score -994946.1 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -995243.500000 Penalty: 4455.972656
	Iteration 19Q: 3 clusters Score -995243.5 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -995534.937500 Penalty: 4455.972656
	Iteration 20F: 3 clusters Score -995534.9 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -995832.875000 Penalty: 4455.972656
	Iteration 21Q: 3 clusters Score -995832.9 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -996086.375000 Penalty: 4455.972656
	Iteration 22Q: 3 clusters Score -996086.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -996291.187500 Penalty: 4455.972656
	Iteration 23Q: 3 clusters Score -996291.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -996415.312500 Penalty: 4455.972656
	Iteration 24Q: 3 clusters Score -996415.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -996484.562500 Penalty: 4455.972656
	Iteration 25Q: 3 clusters Score -996484.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -996516.750000 Penalty: 4455.972656
	Iteration 26Q: 3 clusters Score -996516.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -996538.062500 Penalty: 4455.972656
	Iteration 27Q: 3 clusters Score -996538.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -996549.937500 Penalty: 4455.972656
	Iteration 28Q: 3 clusters Score -996549.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -996554.375000 Penalty: 4455.972656
	Iteration 29Q: 3 clusters Score -996554.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -996557.000000 Penalty: 4455.972656
	Iteration 30Q: 3 clusters Score -996557 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -996560.000000 Penalty: 4455.972656
	Iteration 31Q: 3 clusters Score -996560 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -996562.125000 Penalty: 4455.972656
	Iteration 32Q: 3 clusters Score -996562.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -996562.437500 Penalty: 4455.972656
	Iteration 33Q: 3 clusters Score -996562.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -996564.750000 Penalty: 4455.972656
	Iteration 34Q: 3 clusters Score -996564.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -996565.312500 Penalty: 4455.972656
	Iteration 35Q: 3 clusters Score -996565.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -996565.625000 Penalty: 4455.972656
	Iteration 36Q: 3 clusters Score -996565.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -996564.812500 Penalty: 4455.972656
	Iteration 37Q: 3 clusters Score -996564.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -996564.812500 Penalty: 4455.972656
	Iteration 38F: 3 clusters Score -996564.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (25260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25260 members 
Entering Unmasked Estep 
Score: -2977656.750000 Penalty: 2513.970459
	Iteration 0F: 2 clusters Score -2977657 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12661 members 
Mstep: Class 2 contains 12599 members 
Entering Unmasked Estep 
Score: -2960176.000000 Penalty: 5027.940918
	Iteration 0F: 3 clusters Score -2960176 nChanged 11283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12786 members 
Mstep: Class 2 contains 12474 members 
Entering Unmasked Estep 
Score: -2966188.000000 Penalty: 5027.940918
	Iteration 1F: 3 clusters Score -2966188 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12876 members 
Mstep: Class 2 contains 12384 members 
Entering Unmasked Estep 
Score: -2966806.250000 Penalty: 5027.940918
	Iteration 2F: 3 clusters Score -2966806 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13027 members 
Mstep: Class 2 contains 12233 members 
Entering Unmasked Estep 
Score: -2967372.750000 Penalty: 5027.940918
	Iteration 3F: 3 clusters Score -2967373 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13274 members 
Mstep: Class 2 contains 11986 members 
Entering Unmasked Estep 
Score: -2967978.250000 Penalty: 5027.940918
	Iteration 4F: 3 clusters Score -2967978 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13564 members 
Mstep: Class 2 contains 11696 members 
Entering Unmasked Estep 
Score: -2968740.500000 Penalty: 5027.940918
	Iteration 5F: 3 clusters Score -2968740 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13896 members 
Mstep: Class 2 contains 11364 members 
Entering Unmasked Estep 
Score: -2969662.750000 Penalty: 5027.940918
	Iteration 6F: 3 clusters Score -2969663 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14185 members 
Mstep: Class 2 contains 11075 members 
Entering Unmasked Estep 
Score: -2970767.250000 Penalty: 5027.940918
	Iteration 7F: 3 clusters Score -2970767 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14373 members 
Mstep: Class 2 contains 10887 members 
Entering Unmasked Estep 
Score: -2971875.500000 Penalty: 5027.940918
	Iteration 8F: 3 clusters Score -2971876 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14385 members 
Mstep: Class 2 contains 10875 members 
Entering Unmasked Estep 
Score: -2972726.000000 Penalty: 5027.940918
	Iteration 9F: 3 clusters Score -2972726 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14282 members 
Mstep: Class 2 contains 10978 members 
Entering Unmasked Estep 
Score: -2973259.500000 Penalty: 5027.940918
	Iteration 10Q: 3 clusters Score -2973260 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14119 members 
Mstep: Class 2 contains 11141 members 
Entering Unmasked Estep 
Score: -2973566.500000 Penalty: 5027.940918
	Iteration 11Q: 3 clusters Score -2973566 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13954 members 
Mstep: Class 2 contains 11306 members 
Entering Unmasked Estep 
Score: -2973730.250000 Penalty: 5027.940918
	Iteration 12Q: 3 clusters Score -2973730 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13804 members 
Mstep: Class 2 contains 11456 members 
Entering Unmasked Estep 
Score: -2973823.000000 Penalty: 5027.940918
	Iteration 13Q: 3 clusters Score -2973823 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13642 members 
Mstep: Class 2 contains 11618 members 
Entering Unmasked Estep 
Score: -2973914.750000 Penalty: 5027.940918
	Iteration 14Q: 3 clusters Score -2973915 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13473 members 
Mstep: Class 2 contains 11787 members 
Entering Unmasked Estep 
Score: -2973995.250000 Penalty: 5027.940918
	Iteration 15Q: 3 clusters Score -2973995 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13306 members 
Mstep: Class 2 contains 11954 members 
Entering Unmasked Estep 
Score: -2974058.250000 Penalty: 5027.940918
	Iteration 16Q: 3 clusters Score -2974058 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13137 members 
Mstep: Class 2 contains 12123 members 
Entering Unmasked Estep 
Score: -2974114.500000 Penalty: 5027.940918
	Iteration 17Q: 3 clusters Score -2974114 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12966 members 
Mstep: Class 2 contains 12294 members 
Entering Unmasked Estep 
Score: -2974179.750000 Penalty: 5027.940918
	Iteration 18Q: 3 clusters Score -2974180 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12808 members 
Mstep: Class 2 contains 12452 members 
Entering Unmasked Estep 
Score: -2974221.750000 Penalty: 5027.940918
	Iteration 19Q: 3 clusters Score -2974222 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12664 members 
Mstep: Class 2 contains 12596 members 
Entering Unmasked Estep 
Score: -2974262.750000 Penalty: 5027.940918
	Iteration 20F: 3 clusters Score -2974263 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12534 members 
Mstep: Class 2 contains 12726 members 
Entering Unmasked Estep 
Score: -2974292.250000 Penalty: 5027.940918
	Iteration 21Q: 3 clusters Score -2974292 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12406 members 
Mstep: Class 2 contains 12854 members 
Entering Unmasked Estep 
Score: -2974344.500000 Penalty: 5027.940918
	Iteration 22Q: 3 clusters Score -2974344 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12258 members 
Mstep: Class 2 contains 13002 members 
Entering Unmasked Estep 
Score: -2974383.250000 Penalty: 5027.940918
	Iteration 23Q: 3 clusters Score -2974383 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12115 members 
Mstep: Class 2 contains 13145 members 
Entering Unmasked Estep 
Score: -2974420.000000 Penalty: 5027.940918
	Iteration 24Q: 3 clusters Score -2974420 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11979 members 
Mstep: Class 2 contains 13281 members 
Entering Unmasked Estep 
Score: -2974456.000000 Penalty: 5027.940918
	Iteration 25Q: 3 clusters Score -2974456 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11820 members 
Mstep: Class 2 contains 13440 members 
Entering Unmasked Estep 
Score: -2974495.500000 Penalty: 5027.940918
	Iteration 26Q: 3 clusters Score -2974496 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11667 members 
Mstep: Class 2 contains 13593 members 
Entering Unmasked Estep 
Score: -2974540.750000 Penalty: 5027.940918
	Iteration 27Q: 3 clusters Score -2974541 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11524 members 
Mstep: Class 2 contains 13736 members 
Entering Unmasked Estep 
Score: -2974575.500000 Penalty: 5027.940918
	Iteration 28Q: 3 clusters Score -2974576 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11362 members 
Mstep: Class 2 contains 13898 members 
Entering Unmasked Estep 
Score: -2974616.750000 Penalty: 5027.940918
	Iteration 29Q: 3 clusters Score -2974617 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11201 members 
Mstep: Class 2 contains 14059 members 
Entering Unmasked Estep 
Score: -2974650.000000 Penalty: 5027.940918
	Iteration 30Q: 3 clusters Score -2974650 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11032 members 
Mstep: Class 2 contains 14228 members 
Entering Unmasked Estep 
Score: -2974694.750000 Penalty: 5027.940918
	Iteration 31Q: 3 clusters Score -2974695 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10858 members 
Mstep: Class 2 contains 14402 members 
Entering Unmasked Estep 
Score: -2974733.750000 Penalty: 5027.940918
	Iteration 32Q: 3 clusters Score -2974734 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10683 members 
Mstep: Class 2 contains 14577 members 
Entering Unmasked Estep 
Score: -2974779.000000 Penalty: 5027.940918
	Iteration 33Q: 3 clusters Score -2974779 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10474 members 
Mstep: Class 2 contains 14786 members 
Entering Unmasked Estep 
Score: -2974825.750000 Penalty: 5027.940918
	Iteration 34Q: 3 clusters Score -2974826 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10247 members 
Mstep: Class 2 contains 15013 members 
Entering Unmasked Estep 
Score: -2974878.000000 Penalty: 5027.940918
	Iteration 35Q: 3 clusters Score -2974878 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10013 members 
Mstep: Class 2 contains 15247 members 
Entering Unmasked Estep 
Score: -2974946.750000 Penalty: 5027.940918
	Iteration 36Q: 3 clusters Score -2974947 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 15463 members 
Entering Unmasked Estep 
Score: -2975002.500000 Penalty: 5027.940918
	Iteration 37Q: 3 clusters Score -2975002 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 15709 members 
Entering Unmasked Estep 
Score: -2975067.250000 Penalty: 5027.940918
	Iteration 38Q: 3 clusters Score -2975067 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9275 members 
Mstep: Class 2 contains 15985 members 
Entering Unmasked Estep 
Score: -2975162.250000 Penalty: 5027.940918
	Iteration 39Q: 3 clusters Score -2975162 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 16247 members 
Entering Unmasked Estep 
Score: -2975235.000000 Penalty: 5027.940918
	Iteration 40F: 3 clusters Score -2975235 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 16503 members 
Entering Unmasked Estep 
Score: -2975300.000000 Penalty: 5027.940918
	Iteration 41Q: 3 clusters Score -2975300 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 16745 members 
Entering Unmasked Estep 
Score: -2975386.750000 Penalty: 5027.940918
	Iteration 42Q: 3 clusters Score -2975387 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 17007 members 
Entering Unmasked Estep 
Score: -2975476.750000 Penalty: 5027.940918
	Iteration 43Q: 3 clusters Score -2975477 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 17271 members 
Entering Unmasked Estep 
Score: -2975564.750000 Penalty: 5027.940918
	Iteration 44Q: 3 clusters Score -2975565 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 17537 members 
Entering Unmasked Estep 
Score: -2975645.250000 Penalty: 5027.940918
	Iteration 45Q: 3 clusters Score -2975645 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 17802 members 
Entering Unmasked Estep 
Score: -2975741.500000 Penalty: 5027.940918
	Iteration 46Q: 3 clusters Score -2975742 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 18039 members 
Entering Unmasked Estep 
Score: -2975800.000000 Penalty: 5027.940918
	Iteration 47Q: 3 clusters Score -2975800 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 18257 members 
Entering Unmasked Estep 
Score: -2975881.500000 Penalty: 5027.940918
	Iteration 48Q: 3 clusters Score -2975882 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 18465 members 
Entering Unmasked Estep 
Score: -2975951.250000 Penalty: 5027.940918
	Iteration 49Q: 3 clusters Score -2975951 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 18681 members 
Entering Unmasked Estep 
Score: -2976042.500000 Penalty: 5027.940918
	Iteration 50Q: 3 clusters Score -2976042 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 18927 members 
Entering Unmasked Estep 
Score: -2976114.500000 Penalty: 5027.940918
	Iteration 51Q: 3 clusters Score -2976114 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 19161 members 
Entering Unmasked Estep 
Score: -2976211.500000 Penalty: 5027.940918
	Iteration 52Q: 3 clusters Score -2976212 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 19387 members 
Entering Unmasked Estep 
Score: -2976338.000000 Penalty: 5027.940918
	Iteration 53Q: 3 clusters Score -2976338 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 19654 members 
Entering Unmasked Estep 
Score: -2976473.000000 Penalty: 5027.940918
	Iteration 54Q: 3 clusters Score -2976473 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 19886 members 
Entering Unmasked Estep 
Score: -2976589.500000 Penalty: 5027.940918
	Iteration 55Q: 3 clusters Score -2976590 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 20131 members 
Entering Unmasked Estep 
Score: -2976724.750000 Penalty: 5027.940918
	Iteration 56Q: 3 clusters Score -2976725 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 20351 members 
Entering Unmasked Estep 
Score: -2976844.000000 Penalty: 5027.940918
	Iteration 57Q: 3 clusters Score -2976844 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 20543 members 
Entering Unmasked Estep 
Score: -2976917.750000 Penalty: 5027.940918
	Iteration 58Q: 3 clusters Score -2976918 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 20706 members 
Entering Unmasked Estep 
Score: -2976967.500000 Penalty: 5027.940918
	Iteration 59Q: 3 clusters Score -2976968 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 20847 members 
Entering Unmasked Estep 
Score: -2977024.500000 Penalty: 5027.940918
	Iteration 60F: 3 clusters Score -2977024 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 20969 members 
Entering Unmasked Estep 
Score: -2977047.500000 Penalty: 5027.940918
	Iteration 61Q: 3 clusters Score -2977048 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 21070 members 
Entering Unmasked Estep 
Score: -2977070.000000 Penalty: 5027.940918
	Iteration 62Q: 3 clusters Score -2977070 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 21172 members 
Entering Unmasked Estep 
Score: -2977096.750000 Penalty: 5027.940918
	Iteration 63Q: 3 clusters Score -2977097 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 21263 members 
Entering Unmasked Estep 
Score: -2977123.000000 Penalty: 5027.940918
	Iteration 64Q: 3 clusters Score -2977123 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 21332 members 
Entering Unmasked Estep 
Score: -2977145.000000 Penalty: 5027.940918
	Iteration 65Q: 3 clusters Score -2977145 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 21380 members 
Entering Unmasked Estep 
Score: -2977145.750000 Penalty: 5027.940918
	Iteration 66Q: 3 clusters Score -2977146 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 21411 members 
Entering Unmasked Estep 
Score: -2977150.000000 Penalty: 5027.940918
	Iteration 67Q: 3 clusters Score -2977150 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 21440 members 
Entering Unmasked Estep 
Score: -2977151.750000 Penalty: 5027.940918
	Iteration 68Q: 3 clusters Score -2977152 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 21453 members 
Entering Unmasked Estep 
Score: -2977158.500000 Penalty: 5027.940918
	Iteration 69Q: 3 clusters Score -2977158 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 21468 members 
Entering Unmasked Estep 
Score: -2977161.500000 Penalty: 5027.940918
	Iteration 70Q: 3 clusters Score -2977162 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 21486 members 
Entering Unmasked Estep 
Score: -2977164.750000 Penalty: 5027.940918
	Iteration 71Q: 3 clusters Score -2977165 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 21500 members 
Entering Unmasked Estep 
Score: -2977170.500000 Penalty: 5027.940918
	Iteration 72Q: 3 clusters Score -2977170 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 21523 members 
Entering Unmasked Estep 
Score: -2977177.500000 Penalty: 5027.940918
	Iteration 73Q: 3 clusters Score -2977178 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 21550 members 
Entering Unmasked Estep 
Score: -2977176.250000 Penalty: 5027.940918
	Iteration 74Q: 3 clusters Score -2977176 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 21578 members 
Entering Unmasked Estep 
Score: -2977185.750000 Penalty: 5027.940918
	Iteration 75Q: 3 clusters Score -2977186 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 21605 members 
Entering Unmasked Estep 
Score: -2977193.250000 Penalty: 5027.940918
	Iteration 76Q: 3 clusters Score -2977193 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 21630 members 
Entering Unmasked Estep 
Score: -2977207.000000 Penalty: 5027.940918
	Iteration 77Q: 3 clusters Score -2977207 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 21656 members 
Entering Unmasked Estep 
Score: -2977203.250000 Penalty: 5027.940918
	Iteration 78Q: 3 clusters Score -2977203 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 21680 members 
Entering Unmasked Estep 
Score: -2977215.250000 Penalty: 5027.940918
	Iteration 79Q: 3 clusters Score -2977215 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 21706 members 
Entering Unmasked Estep 
Score: -2977219.750000 Penalty: 5027.940918
	Iteration 80F: 3 clusters Score -2977220 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 21717 members 
Entering Unmasked Estep 
Score: -2977221.250000 Penalty: 5027.940918
	Iteration 81Q: 3 clusters Score -2977221 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 21731 members 
Entering Unmasked Estep 
Score: -2977216.250000 Penalty: 5027.940918
	Iteration 82Q: 3 clusters Score -2977216 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 21741 members 
Entering Unmasked Estep 
Score: -2977216.000000 Penalty: 5027.940918
	Iteration 83Q: 3 clusters Score -2977216 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 21746 members 
Entering Unmasked Estep 
Score: -2977215.750000 Penalty: 5027.940918
	Iteration 84Q: 3 clusters Score -2977216 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 21749 members 
Entering Unmasked Estep 
Score: -2977215.000000 Penalty: 5027.940918
	Iteration 85Q: 3 clusters Score -2977215 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 21750 members 
Entering Unmasked Estep 
Score: -2977215.250000 Penalty: 5027.940918
	Iteration 86Q: 3 clusters Score -2977215 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 21751 members 
Entering Unmasked Estep 
Score: -2977213.250000 Penalty: 5027.940918
	Iteration 87Q: 3 clusters Score -2977213 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 21752 members 
Entering Unmasked Estep 
Score: -2977213.000000 Penalty: 5027.940918
	Iteration 88Q: 3 clusters Score -2977213 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 21752 members 
Entering Unmasked Estep 
Score: -2977213.000000 Penalty: 5027.940918
	Iteration 89F: 3 clusters Score -2977213 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (6163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Entering Unmasked Estep 
Score: -796388.437500 Penalty: 2164.127197
	Iteration 0F: 2 clusters Score -796388.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -791109.375000 Penalty: 4328.254395
	Iteration 0F: 3 clusters Score -791109.4 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -792428.812500 Penalty: 4328.254395
	Iteration 1F: 3 clusters Score -792428.8 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -792697.125000 Penalty: 4328.254395
	Iteration 2F: 3 clusters Score -792697.1 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -792910.750000 Penalty: 4328.254395
	Iteration 3F: 3 clusters Score -792910.8 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -793067.687500 Penalty: 4328.254395
	Iteration 4Q: 3 clusters Score -793067.7 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -793192.250000 Penalty: 4328.254395
	Iteration 5Q: 3 clusters Score -793192.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -793291.687500 Penalty: 4328.254395
	Iteration 6Q: 3 clusters Score -793291.7 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -793370.000000 Penalty: 4328.254395
	Iteration 7Q: 3 clusters Score -793370 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -793449.500000 Penalty: 4328.254395
	Iteration 8Q: 3 clusters Score -793449.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -793540.750000 Penalty: 4328.254395
	Iteration 9Q: 3 clusters Score -793540.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -793643.250000 Penalty: 4328.254395
	Iteration 10Q: 3 clusters Score -793643.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -793760.437500 Penalty: 4328.254395
	Iteration 11Q: 3 clusters Score -793760.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -793902.937500 Penalty: 4328.254395
	Iteration 12Q: 3 clusters Score -793902.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -794093.500000 Penalty: 4328.254395
	Iteration 13Q: 3 clusters Score -794093.5 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -794315.312500 Penalty: 4328.254395
	Iteration 14Q: 3 clusters Score -794315.3 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -794553.062500 Penalty: 4328.254395
	Iteration 15Q: 3 clusters Score -794553.1 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -794790.062500 Penalty: 4328.254395
	Iteration 16Q: 3 clusters Score -794790.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -794979.250000 Penalty: 4328.254395
	Iteration 17Q: 3 clusters Score -794979.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -795116.375000 Penalty: 4328.254395
	Iteration 18Q: 3 clusters Score -795116.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -795205.250000 Penalty: 4328.254395
	Iteration 19Q: 3 clusters Score -795205.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -795259.187500 Penalty: 4328.254395
	Iteration 20F: 3 clusters Score -795259.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -795290.125000 Penalty: 4328.254395
	Iteration 21Q: 3 clusters Score -795290.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -795309.312500 Penalty: 4328.254395
	Iteration 22Q: 3 clusters Score -795309.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -795320.062500 Penalty: 4328.254395
	Iteration 23Q: 3 clusters Score -795320.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -795325.875000 Penalty: 4328.254395
	Iteration 24Q: 3 clusters Score -795325.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -795331.062500 Penalty: 4328.254395
	Iteration 25Q: 3 clusters Score -795331.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -795334.812500 Penalty: 4328.254395
	Iteration 26Q: 3 clusters Score -795334.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -795334.687500 Penalty: 4328.254395
	Iteration 27Q: 3 clusters Score -795334.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -795336.250000 Penalty: 4328.254395
	Iteration 28Q: 3 clusters Score -795336.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -795337.125000 Penalty: 4328.254395
	Iteration 29Q: 3 clusters Score -795337.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -795337.125000 Penalty: 4328.254395
	Iteration 30F: 3 clusters Score -795337.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (18003 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18003 members 
Entering Unmasked Estep 
Score: -2299001.250000 Penalty: 2429.977051
	Iteration 0F: 2 clusters Score -2299001 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -2286259.000000 Penalty: 4859.954102
	Iteration 0F: 3 clusters Score -2286259 nChanged 7833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -2290411.000000 Penalty: 4859.954102
	Iteration 1F: 3 clusters Score -2290411 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -2290818.000000 Penalty: 4859.954102
	Iteration 2F: 3 clusters Score -2290818 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -2291176.250000 Penalty: 4859.954102
	Iteration 3Q: 3 clusters Score -2291176 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9955 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -2291492.500000 Penalty: 4859.954102
	Iteration 4Q: 3 clusters Score -2291492 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10294 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -2291789.250000 Penalty: 4859.954102
	Iteration 5Q: 3 clusters Score -2291789 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10744 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -2292114.750000 Penalty: 4859.954102
	Iteration 6Q: 3 clusters Score -2292115 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11310 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -2292517.500000 Penalty: 4859.954102
	Iteration 7Q: 3 clusters Score -2292518 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12014 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -2293032.250000 Penalty: 4859.954102
	Iteration 8Q: 3 clusters Score -2293032 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12782 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -2293591.000000 Penalty: 4859.954102
	Iteration 9Q: 3 clusters Score -2293591 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13582 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -2294186.750000 Penalty: 4859.954102
	Iteration 10Q: 3 clusters Score -2294187 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14363 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -2294806.250000 Penalty: 4859.954102
	Iteration 11Q: 3 clusters Score -2294806 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15053 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -2295371.250000 Penalty: 4859.954102
	Iteration 12Q: 3 clusters Score -2295371 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15619 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -2295845.500000 Penalty: 4859.954102
	Iteration 13Q: 3 clusters Score -2295846 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16037 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -2296162.250000 Penalty: 4859.954102
	Iteration 14Q: 3 clusters Score -2296162 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16333 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -2296359.750000 Penalty: 4859.954102
	Iteration 15Q: 3 clusters Score -2296360 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16561 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -2296538.500000 Penalty: 4859.954102
	Iteration 16Q: 3 clusters Score -2296538 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16738 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -2296663.750000 Penalty: 4859.954102
	Iteration 17Q: 3 clusters Score -2296664 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16872 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -2296757.500000 Penalty: 4859.954102
	Iteration 18Q: 3 clusters Score -2296758 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16963 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -2296824.500000 Penalty: 4859.954102
	Iteration 19Q: 3 clusters Score -2296824 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17058 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -2296898.750000 Penalty: 4859.954102
	Iteration 20F: 3 clusters Score -2296899 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17131 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -2296953.250000 Penalty: 4859.954102
	Iteration 21Q: 3 clusters Score -2296953 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17177 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -2296983.500000 Penalty: 4859.954102
	Iteration 22Q: 3 clusters Score -2296984 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17212 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -2297002.250000 Penalty: 4859.954102
	Iteration 23Q: 3 clusters Score -2297002 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17228 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -2297006.250000 Penalty: 4859.954102
	Iteration 24Q: 3 clusters Score -2297006 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17242 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -2297016.500000 Penalty: 4859.954102
	Iteration 25Q: 3 clusters Score -2297016 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17257 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -2297024.500000 Penalty: 4859.954102
	Iteration 26Q: 3 clusters Score -2297024 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17275 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -2297042.250000 Penalty: 4859.954102
	Iteration 27Q: 3 clusters Score -2297042 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17293 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -2297058.000000 Penalty: 4859.954102
	Iteration 28Q: 3 clusters Score -2297058 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17314 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -2297080.750000 Penalty: 4859.954102
	Iteration 29Q: 3 clusters Score -2297081 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17331 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -2297096.000000 Penalty: 4859.954102
	Iteration 30Q: 3 clusters Score -2297096 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17347 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -2297117.000000 Penalty: 4859.954102
	Iteration 31Q: 3 clusters Score -2297117 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17362 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -2297136.250000 Penalty: 4859.954102
	Iteration 32Q: 3 clusters Score -2297136 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17374 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -2297152.750000 Penalty: 4859.954102
	Iteration 33Q: 3 clusters Score -2297153 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17384 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -2297164.250000 Penalty: 4859.954102
	Iteration 34Q: 3 clusters Score -2297164 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17388 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -2297174.750000 Penalty: 4859.954102
	Iteration 35Q: 3 clusters Score -2297175 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17392 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -2297178.750000 Penalty: 4859.954102
	Iteration 36Q: 3 clusters Score -2297179 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17399 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -2297180.000000 Penalty: 4859.954102
	Iteration 37Q: 3 clusters Score -2297180 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17400 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -2297179.000000 Penalty: 4859.954102
	Iteration 38Q: 3 clusters Score -2297179 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17401 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -2297179.250000 Penalty: 4859.954102
	Iteration 39Q: 3 clusters Score -2297179 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17400 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -2297180.250000 Penalty: 4859.954102
	Iteration 40F: 3 clusters Score -2297180 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (11614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11614 members 
Entering Unmasked Estep 
Score: -1463272.625000 Penalty: 2321.271729
	Iteration 0F: 2 clusters Score -1463273 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -1454587.375000 Penalty: 4642.543457
	Iteration 0F: 3 clusters Score -1454587 nChanged 4929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -1457300.875000 Penalty: 4642.543457
	Iteration 1F: 3 clusters Score -1457301 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -1457760.000000 Penalty: 4642.543457
	Iteration 2F: 3 clusters Score -1457760 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -1458162.625000 Penalty: 4642.543457
	Iteration 3F: 3 clusters Score -1458163 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -1458513.000000 Penalty: 4642.543457
	Iteration 4F: 3 clusters Score -1458513 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -1458842.875000 Penalty: 4642.543457
	Iteration 5F: 3 clusters Score -1458843 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -1459101.000000 Penalty: 4642.543457
	Iteration 6Q: 3 clusters Score -1459101 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -1459330.500000 Penalty: 4642.543457
	Iteration 7Q: 3 clusters Score -1459330 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -1459497.500000 Penalty: 4642.543457
	Iteration 8Q: 3 clusters Score -1459498 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -1459652.000000 Penalty: 4642.543457
	Iteration 9Q: 3 clusters Score -1459652 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -1459761.750000 Penalty: 4642.543457
	Iteration 10Q: 3 clusters Score -1459762 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -1459861.000000 Penalty: 4642.543457
	Iteration 11Q: 3 clusters Score -1459861 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -1459952.875000 Penalty: 4642.543457
	Iteration 12Q: 3 clusters Score -1459953 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -1460036.000000 Penalty: 4642.543457
	Iteration 13Q: 3 clusters Score -1460036 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -1460099.750000 Penalty: 4642.543457
	Iteration 14Q: 3 clusters Score -1460100 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -1460173.125000 Penalty: 4642.543457
	Iteration 15Q: 3 clusters Score -1460173 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -1460248.625000 Penalty: 4642.543457
	Iteration 16Q: 3 clusters Score -1460249 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -1460349.625000 Penalty: 4642.543457
	Iteration 17Q: 3 clusters Score -1460350 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -1460494.000000 Penalty: 4642.543457
	Iteration 18Q: 3 clusters Score -1460494 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -1460628.750000 Penalty: 4642.543457
	Iteration 19Q: 3 clusters Score -1460629 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -1460724.750000 Penalty: 4642.543457
	Iteration 20F: 3 clusters Score -1460725 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -1460798.500000 Penalty: 4642.543457
	Iteration 21Q: 3 clusters Score -1460798 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -1460869.250000 Penalty: 4642.543457
	Iteration 22Q: 3 clusters Score -1460869 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -1460934.625000 Penalty: 4642.543457
	Iteration 23Q: 3 clusters Score -1460935 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 8962 members 
Entering Unmasked Estep 
Score: -1460988.875000 Penalty: 4642.543457
	Iteration 24Q: 3 clusters Score -1460989 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -1461037.125000 Penalty: 4642.543457
	Iteration 25Q: 3 clusters Score -1461037 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 9126 members 
Entering Unmasked Estep 
Score: -1461079.375000 Penalty: 4642.543457
	Iteration 26Q: 3 clusters Score -1461079 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 9210 members 
Entering Unmasked Estep 
Score: -1461122.375000 Penalty: 4642.543457
	Iteration 27Q: 3 clusters Score -1461122 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -1461159.250000 Penalty: 4642.543457
	Iteration 28Q: 3 clusters Score -1461159 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
Score: -1461183.875000 Penalty: 4642.543457
	Iteration 29Q: 3 clusters Score -1461184 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -1461212.500000 Penalty: 4642.543457
	Iteration 30Q: 3 clusters Score -1461212 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -1461235.750000 Penalty: 4642.543457
	Iteration 31Q: 3 clusters Score -1461236 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -1461259.625000 Penalty: 4642.543457
	Iteration 32Q: 3 clusters Score -1461260 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 9583 members 
Entering Unmasked Estep 
Score: -1461296.875000 Penalty: 4642.543457
	Iteration 33Q: 3 clusters Score -1461297 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -1461337.000000 Penalty: 4642.543457
	Iteration 34Q: 3 clusters Score -1461337 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
Score: -1461380.875000 Penalty: 4642.543457
	Iteration 35Q: 3 clusters Score -1461381 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -1461411.125000 Penalty: 4642.543457
	Iteration 36Q: 3 clusters Score -1461411 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 9809 members 
Entering Unmasked Estep 
Score: -1461438.750000 Penalty: 4642.543457
	Iteration 37Q: 3 clusters Score -1461439 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 9850 members 
Entering Unmasked Estep 
Score: -1461460.125000 Penalty: 4642.543457
	Iteration 38Q: 3 clusters Score -1461460 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 9876 members 
Entering Unmasked Estep 
Score: -1461477.500000 Penalty: 4642.543457
	Iteration 39Q: 3 clusters Score -1461478 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 9906 members 
Entering Unmasked Estep 
Score: -1461490.375000 Penalty: 4642.543457
	Iteration 40F: 3 clusters Score -1461490 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 9932 members 
Entering Unmasked Estep 
Score: -1461505.875000 Penalty: 4642.543457
	Iteration 41Q: 3 clusters Score -1461506 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 9971 members 
Entering Unmasked Estep 
Score: -1461524.625000 Penalty: 4642.543457
	Iteration 42Q: 3 clusters Score -1461525 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 9993 members 
Entering Unmasked Estep 
Score: -1461533.625000 Penalty: 4642.543457
	Iteration 43Q: 3 clusters Score -1461534 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 10013 members 
Entering Unmasked Estep 
Score: -1461544.250000 Penalty: 4642.543457
	Iteration 44Q: 3 clusters Score -1461544 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 10028 members 
Entering Unmasked Estep 
Score: -1461553.250000 Penalty: 4642.543457
	Iteration 45Q: 3 clusters Score -1461553 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 10042 members 
Entering Unmasked Estep 
Score: -1461562.500000 Penalty: 4642.543457
	Iteration 46Q: 3 clusters Score -1461562 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 10054 members 
Entering Unmasked Estep 
Score: -1461566.750000 Penalty: 4642.543457
	Iteration 47Q: 3 clusters Score -1461567 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 10064 members 
Entering Unmasked Estep 
Score: -1461572.875000 Penalty: 4642.543457
	Iteration 48Q: 3 clusters Score -1461573 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 10074 members 
Entering Unmasked Estep 
Score: -1461574.125000 Penalty: 4642.543457
	Iteration 49Q: 3 clusters Score -1461574 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 10078 members 
Entering Unmasked Estep 
Score: -1461576.500000 Penalty: 4642.543457
	Iteration 50Q: 3 clusters Score -1461576 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 10082 members 
Entering Unmasked Estep 
Score: -1461578.500000 Penalty: 4642.543457
	Iteration 51Q: 3 clusters Score -1461578 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 10085 members 
Entering Unmasked Estep 
Score: -1461578.375000 Penalty: 4642.543457
	Iteration 52Q: 3 clusters Score -1461578 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 10088 members 
Entering Unmasked Estep 
Score: -1461579.375000 Penalty: 4642.543457
	Iteration 53Q: 3 clusters Score -1461579 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 10096 members 
Entering Unmasked Estep 
Score: -1461584.875000 Penalty: 4642.543457
	Iteration 54Q: 3 clusters Score -1461585 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 10105 members 
Entering Unmasked Estep 
Score: -1461590.500000 Penalty: 4642.543457
	Iteration 55Q: 3 clusters Score -1461590 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 10113 members 
Entering Unmasked Estep 
Score: -1461594.875000 Penalty: 4642.543457
	Iteration 56Q: 3 clusters Score -1461595 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 10121 members 
Entering Unmasked Estep 
Score: -1461595.875000 Penalty: 4642.543457
	Iteration 57Q: 3 clusters Score -1461596 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 10129 members 
Entering Unmasked Estep 
Score: -1461602.125000 Penalty: 4642.543457
	Iteration 58Q: 3 clusters Score -1461602 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
Score: -1461607.750000 Penalty: 4642.543457
	Iteration 59Q: 3 clusters Score -1461608 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 10156 members 
Entering Unmasked Estep 
Score: -1461616.375000 Penalty: 4642.543457
	Iteration 60F: 3 clusters Score -1461616 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 10163 members 
Entering Unmasked Estep 
Score: -1461621.375000 Penalty: 4642.543457
	Iteration 61Q: 3 clusters Score -1461621 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 10167 members 
Entering Unmasked Estep 
Score: -1461622.500000 Penalty: 4642.543457
	Iteration 62Q: 3 clusters Score -1461622 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
Score: -1461623.500000 Penalty: 4642.543457
	Iteration 63Q: 3 clusters Score -1461624 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 10174 members 
Entering Unmasked Estep 
Score: -1461625.375000 Penalty: 4642.543457
	Iteration 64Q: 3 clusters Score -1461625 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 10180 members 
Entering Unmasked Estep 
Score: -1461626.750000 Penalty: 4642.543457
	Iteration 65Q: 3 clusters Score -1461627 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 10183 members 
Entering Unmasked Estep 
Score: -1461626.375000 Penalty: 4642.543457
	Iteration 66Q: 3 clusters Score -1461626 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 10186 members 
Entering Unmasked Estep 
Score: -1461629.750000 Penalty: 4642.543457
	Iteration 67Q: 3 clusters Score -1461630 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 10188 members 
Entering Unmasked Estep 
Score: -1461631.375000 Penalty: 4642.543457
	Iteration 68Q: 3 clusters Score -1461631 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 10188 members 
Entering Unmasked Estep 
Score: -1461632.750000 Penalty: 4642.543457
	Iteration 69Q: 3 clusters Score -1461633 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 10186 members 
Entering Unmasked Estep 
Score: -1461632.500000 Penalty: 4642.543457
	Iteration 70Q: 3 clusters Score -1461632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 10184 members 
Entering Unmasked Estep 
Score: -1461633.000000 Penalty: 4642.543457
	Iteration 71Q: 3 clusters Score -1461633 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -1461633.875000 Penalty: 4642.543457
	Iteration 72Q: 3 clusters Score -1461634 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -1461635.250000 Penalty: 4642.543457
	Iteration 73Q: 3 clusters Score -1461635 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 10188 members 
Entering Unmasked Estep 
Score: -1461637.375000 Penalty: 4642.543457
	Iteration 74Q: 3 clusters Score -1461637 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 10194 members 
Entering Unmasked Estep 
Score: -1461640.000000 Penalty: 4642.543457
	Iteration 75Q: 3 clusters Score -1461640 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 10200 members 
Entering Unmasked Estep 
Score: -1461644.500000 Penalty: 4642.543457
	Iteration 76Q: 3 clusters Score -1461644 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 10209 members 
Entering Unmasked Estep 
Score: -1461649.625000 Penalty: 4642.543457
	Iteration 77Q: 3 clusters Score -1461650 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 10213 members 
Entering Unmasked Estep 
Score: -1461649.375000 Penalty: 4642.543457
	Iteration 78Q: 3 clusters Score -1461649 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 10215 members 
Entering Unmasked Estep 
Score: -1461651.125000 Penalty: 4642.543457
	Iteration 79Q: 3 clusters Score -1461651 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 10220 members 
Entering Unmasked Estep 
Score: -1461649.625000 Penalty: 4642.543457
	Iteration 80F: 3 clusters Score -1461650 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 10225 members 
Entering Unmasked Estep 
Score: -1461655.125000 Penalty: 4642.543457
	Iteration 81Q: 3 clusters Score -1461655 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 10227 members 
Entering Unmasked Estep 
Score: -1461656.500000 Penalty: 4642.543457
	Iteration 82Q: 3 clusters Score -1461656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 10230 members 
Entering Unmasked Estep 
Score: -1461654.375000 Penalty: 4642.543457
	Iteration 83Q: 3 clusters Score -1461654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 10231 members 
Entering Unmasked Estep 
Score: -1461654.375000 Penalty: 4642.543457
	Iteration 84Q: 3 clusters Score -1461654 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 10231 members 
Entering Unmasked Estep 
Score: -1461654.375000 Penalty: 4642.543457
	Iteration 85F: 3 clusters Score -1461654 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (63023 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63023 members 
Entering Unmasked Estep 
Score: -8009045.000000 Penalty: 2740.711182
	Iteration 0F: 2 clusters Score -8009045 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31486 members 
Mstep: Class 2 contains 31537 members 
Entering Unmasked Estep 
Score: -7966778.000000 Penalty: 5481.422363
	Iteration 0F: 3 clusters Score -7966778 nChanged 29346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30618 members 
Mstep: Class 2 contains 32405 members 
Entering Unmasked Estep 
Score: -7983214.000000 Penalty: 5481.422363
	Iteration 1F: 3 clusters Score -7983214 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29995 members 
Mstep: Class 2 contains 33028 members 
Entering Unmasked Estep 
Score: -7983982.000000 Penalty: 5481.422363
	Iteration 2Q: 3 clusters Score -7983982 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29107 members 
Mstep: Class 2 contains 33916 members 
Entering Unmasked Estep 
Score: -7984822.500000 Penalty: 5481.422363
	Iteration 3Q: 3 clusters Score -7984822 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27787 members 
Mstep: Class 2 contains 35236 members 
Entering Unmasked Estep 
Score: -7985876.500000 Penalty: 5481.422363
	Iteration 4Q: 3 clusters Score -7985876 nChanged 3133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25956 members 
Mstep: Class 2 contains 37067 members 
Entering Unmasked Estep 
Score: -7987326.500000 Penalty: 5481.422363
	Iteration 5Q: 3 clusters Score -7987326 nChanged 3580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23520 members 
Mstep: Class 2 contains 39503 members 
Entering Unmasked Estep 
Score: -7989223.000000 Penalty: 5481.422363
	Iteration 6F: 3 clusters Score -7989223 nChanged 3934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20596 members 
Mstep: Class 2 contains 42427 members 
Entering Unmasked Estep 
Score: -7991742.000000 Penalty: 5481.422363
	Iteration 7F: 3 clusters Score -7991742 nChanged 3999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17491 members 
Mstep: Class 2 contains 45532 members 
Entering Unmasked Estep 
Score: -7994523.500000 Penalty: 5481.422363
	Iteration 8F: 3 clusters Score -7994524 nChanged 3669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14534 members 
Mstep: Class 2 contains 48489 members 
Entering Unmasked Estep 
Score: -7997370.000000 Penalty: 5481.422363
	Iteration 9F: 3 clusters Score -7997370 nChanged 3046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11974 members 
Mstep: Class 2 contains 51049 members 
Entering Unmasked Estep 
Score: -7999861.000000 Penalty: 5481.422363
	Iteration 10Q: 3 clusters Score -7999861 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10061 members 
Mstep: Class 2 contains 52962 members 
Entering Unmasked Estep 
Score: -8001628.000000 Penalty: 5481.422363
	Iteration 11Q: 3 clusters Score -8001628 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 54401 members 
Entering Unmasked Estep 
Score: -8002901.500000 Penalty: 5481.422363
	Iteration 12Q: 3 clusters Score -8002902 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 55486 members 
Entering Unmasked Estep 
Score: -8003637.500000 Penalty: 5481.422363
	Iteration 13Q: 3 clusters Score -8003638 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 56352 members 
Entering Unmasked Estep 
Score: -8004115.000000 Penalty: 5481.422363
	Iteration 14Q: 3 clusters Score -8004115 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 57131 members 
Entering Unmasked Estep 
Score: -8004465.500000 Penalty: 5481.422363
	Iteration 15Q: 3 clusters Score -8004466 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 57802 members 
Entering Unmasked Estep 
Score: -8004823.000000 Penalty: 5481.422363
	Iteration 16Q: 3 clusters Score -8004823 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 58377 members 
Entering Unmasked Estep 
Score: -8005128.000000 Penalty: 5481.422363
	Iteration 17Q: 3 clusters Score -8005128 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 58857 members 
Entering Unmasked Estep 
Score: -8005359.500000 Penalty: 5481.422363
	Iteration 18Q: 3 clusters Score -8005360 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 59307 members 
Entering Unmasked Estep 
Score: -8005612.000000 Penalty: 5481.422363
	Iteration 19Q: 3 clusters Score -8005612 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 59706 members 
Entering Unmasked Estep 
Score: -8005836.000000 Penalty: 5481.422363
	Iteration 20F: 3 clusters Score -8005836 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 60041 members 
Entering Unmasked Estep 
Score: -8006043.000000 Penalty: 5481.422363
	Iteration 21Q: 3 clusters Score -8006043 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 60331 members 
Entering Unmasked Estep 
Score: -8006229.000000 Penalty: 5481.422363
	Iteration 22Q: 3 clusters Score -8006229 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 60593 members 
Entering Unmasked Estep 
Score: -8006383.500000 Penalty: 5481.422363
	Iteration 23Q: 3 clusters Score -8006384 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 60794 members 
Entering Unmasked Estep 
Score: -8006540.500000 Penalty: 5481.422363
	Iteration 24Q: 3 clusters Score -8006540 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 60952 members 
Entering Unmasked Estep 
Score: -8006624.500000 Penalty: 5481.422363
	Iteration 25Q: 3 clusters Score -8006624 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 61102 members 
Entering Unmasked Estep 
Score: -8006714.000000 Penalty: 5481.422363
	Iteration 26Q: 3 clusters Score -8006714 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 61221 members 
Entering Unmasked Estep 
Score: -8006777.500000 Penalty: 5481.422363
	Iteration 27Q: 3 clusters Score -8006778 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 61317 members 
Entering Unmasked Estep 
Score: -8006853.500000 Penalty: 5481.422363
	Iteration 28Q: 3 clusters Score -8006854 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 61391 members 
Entering Unmasked Estep 
Score: -8006891.500000 Penalty: 5481.422363
	Iteration 29Q: 3 clusters Score -8006892 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 61452 members 
Entering Unmasked Estep 
Score: -8006933.000000 Penalty: 5481.422363
	Iteration 30Q: 3 clusters Score -8006933 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 61500 members 
Entering Unmasked Estep 
Score: -8006983.500000 Penalty: 5481.422363
	Iteration 31Q: 3 clusters Score -8006984 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 61534 members 
Entering Unmasked Estep 
Score: -8007021.500000 Penalty: 5481.422363
	Iteration 32Q: 3 clusters Score -8007022 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 61573 members 
Entering Unmasked Estep 
Score: -8007090.000000 Penalty: 5481.422363
	Iteration 33Q: 3 clusters Score -8007090 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 61609 members 
Entering Unmasked Estep 
Score: -8007169.500000 Penalty: 5481.422363
	Iteration 34Q: 3 clusters Score -8007170 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 61634 members 
Entering Unmasked Estep 
Score: -8007263.000000 Penalty: 5481.422363
	Iteration 35Q: 3 clusters Score -8007263 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 61659 members 
Entering Unmasked Estep 
Score: -8007385.000000 Penalty: 5481.422363
	Iteration 36Q: 3 clusters Score -8007385 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 61676 members 
Entering Unmasked Estep 
Score: -8007475.500000 Penalty: 5481.422363
	Iteration 37Q: 3 clusters Score -8007476 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 61685 members 
Entering Unmasked Estep 
Score: -8007562.000000 Penalty: 5481.422363
	Iteration 38Q: 3 clusters Score -8007562 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 61669 members 
Entering Unmasked Estep 
Score: -8007603.500000 Penalty: 5481.422363
	Iteration 39Q: 3 clusters Score -8007604 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 61654 members 
Entering Unmasked Estep 
Score: -8007608.000000 Penalty: 5481.422363
	Iteration 40F: 3 clusters Score -8007608 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 61641 members 
Entering Unmasked Estep 
Score: -8007626.000000 Penalty: 5481.422363
	Iteration 41Q: 3 clusters Score -8007626 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 61627 members 
Entering Unmasked Estep 
Score: -8007628.500000 Penalty: 5481.422363
	Iteration 42Q: 3 clusters Score -8007628 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 61616 members 
Entering Unmasked Estep 
Score: -8007637.500000 Penalty: 5481.422363
	Iteration 43Q: 3 clusters Score -8007638 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 61611 members 
Entering Unmasked Estep 
Score: -8007641.500000 Penalty: 5481.422363
	Iteration 44Q: 3 clusters Score -8007642 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 61609 members 
Entering Unmasked Estep 
Score: -8007648.500000 Penalty: 5481.422363
	Iteration 45Q: 3 clusters Score -8007648 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 61608 members 
Entering Unmasked Estep 
Score: -8007653.500000 Penalty: 5481.422363
	Iteration 46Q: 3 clusters Score -8007654 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 61607 members 
Entering Unmasked Estep 
Score: -8007652.000000 Penalty: 5481.422363
	Iteration 47Q: 3 clusters Score -8007652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 61606 members 
Entering Unmasked Estep 
Score: -8007655.500000 Penalty: 5481.422363
	Iteration 48Q: 3 clusters Score -8007656 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 61605 members 
Entering Unmasked Estep 
Score: -8007648.000000 Penalty: 5481.422363
	Iteration 49Q: 3 clusters Score -8007648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 61604 members 
Entering Unmasked Estep 
Score: -8007649.500000 Penalty: 5481.422363
	Iteration 50Q: 3 clusters Score -8007650 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 61604 members 
Entering Unmasked Estep 
Score: -8007649.500000 Penalty: 5481.422363
	Iteration 51F: 3 clusters Score -8007650 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (26073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26073 members 
Entering Unmasked Estep 
Score: -3285695.000000 Penalty: 2521.826660
	Iteration 0F: 2 clusters Score -3285695 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13100 members 
Mstep: Class 2 contains 12973 members 
Entering Unmasked Estep 
Score: -3267698.500000 Penalty: 5043.653320
	Iteration 0F: 3 clusters Score -3267698 nChanged 11582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13518 members 
Mstep: Class 2 contains 12555 members 
Entering Unmasked Estep 
Score: -3274293.500000 Penalty: 5043.653320
	Iteration 1F: 3 clusters Score -3274294 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13769 members 
Mstep: Class 2 contains 12304 members 
Entering Unmasked Estep 
Score: -3274857.500000 Penalty: 5043.653320
	Iteration 2F: 3 clusters Score -3274858 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14126 members 
Mstep: Class 2 contains 11947 members 
Entering Unmasked Estep 
Score: -3275440.000000 Penalty: 5043.653320
	Iteration 3F: 3 clusters Score -3275440 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14586 members 
Mstep: Class 2 contains 11487 members 
Entering Unmasked Estep 
Score: -3276077.500000 Penalty: 5043.653320
	Iteration 4F: 3 clusters Score -3276078 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15113 members 
Mstep: Class 2 contains 10960 members 
Entering Unmasked Estep 
Score: -3276730.000000 Penalty: 5043.653320
	Iteration 5F: 3 clusters Score -3276730 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15718 members 
Mstep: Class 2 contains 10355 members 
Entering Unmasked Estep 
Score: -3277321.000000 Penalty: 5043.653320
	Iteration 6Q: 3 clusters Score -3277321 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16361 members 
Mstep: Class 2 contains 9712 members 
Entering Unmasked Estep 
Score: -3277865.000000 Penalty: 5043.653320
	Iteration 7Q: 3 clusters Score -3277865 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -3278408.500000 Penalty: 5043.653320
	Iteration 8Q: 3 clusters Score -3278408 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17811 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -3278877.250000 Penalty: 5043.653320
	Iteration 9Q: 3 clusters Score -3278877 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18565 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -3279314.500000 Penalty: 5043.653320
	Iteration 10Q: 3 clusters Score -3279314 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19334 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -3279714.250000 Penalty: 5043.653320
	Iteration 11Q: 3 clusters Score -3279714 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20127 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -3280118.750000 Penalty: 5043.653320
	Iteration 12Q: 3 clusters Score -3280119 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20866 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -3280499.000000 Penalty: 5043.653320
	Iteration 13Q: 3 clusters Score -3280499 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21619 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -3280891.750000 Penalty: 5043.653320
	Iteration 14Q: 3 clusters Score -3280892 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22389 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -3281376.750000 Penalty: 5043.653320
	Iteration 15Q: 3 clusters Score -3281377 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23181 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -3281898.750000 Penalty: 5043.653320
	Iteration 16Q: 3 clusters Score -3281899 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23820 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -3282301.500000 Penalty: 5043.653320
	Iteration 17Q: 3 clusters Score -3282302 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24355 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -3282679.750000 Penalty: 5043.653320
	Iteration 18Q: 3 clusters Score -3282680 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24755 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -3282963.250000 Penalty: 5043.653320
	Iteration 19Q: 3 clusters Score -3282963 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25032 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -3283184.250000 Penalty: 5043.653320
	Iteration 20F: 3 clusters Score -3283184 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25224 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -3283323.750000 Penalty: 5043.653320
	Iteration 21Q: 3 clusters Score -3283324 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25339 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -3283406.500000 Penalty: 5043.653320
	Iteration 22Q: 3 clusters Score -3283406 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25405 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -3283455.750000 Penalty: 5043.653320
	Iteration 23Q: 3 clusters Score -3283456 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25445 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -3283479.750000 Penalty: 5043.653320
	Iteration 24Q: 3 clusters Score -3283480 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25473 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -3283500.250000 Penalty: 5043.653320
	Iteration 25Q: 3 clusters Score -3283500 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25500 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -3283518.250000 Penalty: 5043.653320
	Iteration 26Q: 3 clusters Score -3283518 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25526 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -3283537.750000 Penalty: 5043.653320
	Iteration 27Q: 3 clusters Score -3283538 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25541 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -3283548.250000 Penalty: 5043.653320
	Iteration 28Q: 3 clusters Score -3283548 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25554 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -3283558.000000 Penalty: 5043.653320
	Iteration 29Q: 3 clusters Score -3283558 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25562 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -3283567.000000 Penalty: 5043.653320
	Iteration 30Q: 3 clusters Score -3283567 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25566 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -3283570.250000 Penalty: 5043.653320
	Iteration 31Q: 3 clusters Score -3283570 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25574 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -3283578.250000 Penalty: 5043.653320
	Iteration 32Q: 3 clusters Score -3283578 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25581 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -3283585.750000 Penalty: 5043.653320
	Iteration 33Q: 3 clusters Score -3283586 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25587 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -3283588.000000 Penalty: 5043.653320
	Iteration 34Q: 3 clusters Score -3283588 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25588 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -3283589.000000 Penalty: 5043.653320
	Iteration 35Q: 3 clusters Score -3283589 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25589 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -3283593.500000 Penalty: 5043.653320
	Iteration 36Q: 3 clusters Score -3283594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25591 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -3283595.500000 Penalty: 5043.653320
	Iteration 37Q: 3 clusters Score -3283596 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25592 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -3283597.750000 Penalty: 5043.653320
	Iteration 38Q: 3 clusters Score -3283598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25591 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -3283601.250000 Penalty: 5043.653320
	Iteration 39Q: 3 clusters Score -3283601 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25590 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -3283598.000000 Penalty: 5043.653320
	Iteration 40F: 3 clusters Score -3283598 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (7321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Entering Unmasked Estep 
Score: -915294.562500 Penalty: 2206.828613
	Iteration 0F: 2 clusters Score -915294.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -909290.125000 Penalty: 4413.657227
	Iteration 0F: 3 clusters Score -909290.1 nChanged 2915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -910839.875000 Penalty: 4413.657227
	Iteration 1F: 3 clusters Score -910839.9 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -911083.500000 Penalty: 4413.657227
	Iteration 2F: 3 clusters Score -911083.5 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -911267.312500 Penalty: 4413.657227
	Iteration 3F: 3 clusters Score -911267.3 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -911407.312500 Penalty: 4413.657227
	Iteration 4Q: 3 clusters Score -911407.3 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -911519.375000 Penalty: 4413.657227
	Iteration 5Q: 3 clusters Score -911519.4 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -911616.375000 Penalty: 4413.657227
	Iteration 6Q: 3 clusters Score -911616.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -911703.312500 Penalty: 4413.657227
	Iteration 7Q: 3 clusters Score -911703.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -911782.625000 Penalty: 4413.657227
	Iteration 8Q: 3 clusters Score -911782.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -911859.937500 Penalty: 4413.657227
	Iteration 9Q: 3 clusters Score -911859.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -911942.437500 Penalty: 4413.657227
	Iteration 10Q: 3 clusters Score -911942.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -912019.250000 Penalty: 4413.657227
	Iteration 11Q: 3 clusters Score -912019.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -912082.562500 Penalty: 4413.657227
	Iteration 12Q: 3 clusters Score -912082.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -912141.187500 Penalty: 4413.657227
	Iteration 13Q: 3 clusters Score -912141.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -912202.625000 Penalty: 4413.657227
	Iteration 14Q: 3 clusters Score -912202.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -912253.500000 Penalty: 4413.657227
	Iteration 15Q: 3 clusters Score -912253.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -912305.937500 Penalty: 4413.657227
	Iteration 16Q: 3 clusters Score -912305.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -912363.062500 Penalty: 4413.657227
	Iteration 17Q: 3 clusters Score -912363.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -912426.187500 Penalty: 4413.657227
	Iteration 18Q: 3 clusters Score -912426.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -912476.687500 Penalty: 4413.657227
	Iteration 19Q: 3 clusters Score -912476.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -912520.312500 Penalty: 4413.657227
	Iteration 20F: 3 clusters Score -912520.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -912551.750000 Penalty: 4413.657227
	Iteration 21Q: 3 clusters Score -912551.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -912590.312500 Penalty: 4413.657227
	Iteration 22Q: 3 clusters Score -912590.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -912631.812500 Penalty: 4413.657227
	Iteration 23Q: 3 clusters Score -912631.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -912669.812500 Penalty: 4413.657227
	Iteration 24Q: 3 clusters Score -912669.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -912707.437500 Penalty: 4413.657227
	Iteration 25Q: 3 clusters Score -912707.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -912755.250000 Penalty: 4413.657227
	Iteration 26Q: 3 clusters Score -912755.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -912802.000000 Penalty: 4413.657227
	Iteration 27Q: 3 clusters Score -912802 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -912845.187500 Penalty: 4413.657227
	Iteration 28Q: 3 clusters Score -912845.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -912894.750000 Penalty: 4413.657227
	Iteration 29Q: 3 clusters Score -912894.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -912967.687500 Penalty: 4413.657227
	Iteration 30Q: 3 clusters Score -912967.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -913041.187500 Penalty: 4413.657227
	Iteration 31Q: 3 clusters Score -913041.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -913110.312500 Penalty: 4413.657227
	Iteration 32Q: 3 clusters Score -913110.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -913174.250000 Penalty: 4413.657227
	Iteration 33Q: 3 clusters Score -913174.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -913230.312500 Penalty: 4413.657227
	Iteration 34Q: 3 clusters Score -913230.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -913287.875000 Penalty: 4413.657227
	Iteration 35Q: 3 clusters Score -913287.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -913343.687500 Penalty: 4413.657227
	Iteration 36Q: 3 clusters Score -913343.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -913420.625000 Penalty: 4413.657227
	Iteration 37Q: 3 clusters Score -913420.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -913538.687500 Penalty: 4413.657227
	Iteration 38Q: 3 clusters Score -913538.7 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -913716.312500 Penalty: 4413.657227
	Iteration 39Q: 3 clusters Score -913716.3 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -913877.062500 Penalty: 4413.657227
	Iteration 40F: 3 clusters Score -913877.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -914015.437500 Penalty: 4413.657227
	Iteration 41Q: 3 clusters Score -914015.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -914134.437500 Penalty: 4413.657227
	Iteration 42Q: 3 clusters Score -914134.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -914218.062500 Penalty: 4413.657227
	Iteration 43Q: 3 clusters Score -914218.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -914281.312500 Penalty: 4413.657227
	Iteration 44Q: 3 clusters Score -914281.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -914319.500000 Penalty: 4413.657227
	Iteration 45Q: 3 clusters Score -914319.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -914349.562500 Penalty: 4413.657227
	Iteration 46Q: 3 clusters Score -914349.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -914365.250000 Penalty: 4413.657227
	Iteration 47Q: 3 clusters Score -914365.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -914376.750000 Penalty: 4413.657227
	Iteration 48Q: 3 clusters Score -914376.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -914380.875000 Penalty: 4413.657227
	Iteration 49Q: 3 clusters Score -914380.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -914391.312500 Penalty: 4413.657227
	Iteration 50Q: 3 clusters Score -914391.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -914399.500000 Penalty: 4413.657227
	Iteration 51Q: 3 clusters Score -914399.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -914409.687500 Penalty: 4413.657227
	Iteration 52Q: 3 clusters Score -914409.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -914419.250000 Penalty: 4413.657227
	Iteration 53Q: 3 clusters Score -914419.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -914431.750000 Penalty: 4413.657227
	Iteration 54Q: 3 clusters Score -914431.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -914443.187500 Penalty: 4413.657227
	Iteration 55Q: 3 clusters Score -914443.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -914460.812500 Penalty: 4413.657227
	Iteration 56Q: 3 clusters Score -914460.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -914473.937500 Penalty: 4413.657227
	Iteration 57Q: 3 clusters Score -914473.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -914487.625000 Penalty: 4413.657227
	Iteration 58Q: 3 clusters Score -914487.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -914498.500000 Penalty: 4413.657227
	Iteration 59Q: 3 clusters Score -914498.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -914507.812500 Penalty: 4413.657227
	Iteration 60F: 3 clusters Score -914507.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -914513.687500 Penalty: 4413.657227
	Iteration 61Q: 3 clusters Score -914513.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -914519.250000 Penalty: 4413.657227
	Iteration 62Q: 3 clusters Score -914519.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -914527.125000 Penalty: 4413.657227
	Iteration 63Q: 3 clusters Score -914527.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -914533.687500 Penalty: 4413.657227
	Iteration 64Q: 3 clusters Score -914533.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -914540.312500 Penalty: 4413.657227
	Iteration 65Q: 3 clusters Score -914540.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -914549.000000 Penalty: 4413.657227
	Iteration 66Q: 3 clusters Score -914549 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -914551.937500 Penalty: 4413.657227
	Iteration 67Q: 3 clusters Score -914551.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -914556.562500 Penalty: 4413.657227
	Iteration 68Q: 3 clusters Score -914556.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -914558.937500 Penalty: 4413.657227
	Iteration 69Q: 3 clusters Score -914558.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -914565.125000 Penalty: 4413.657227
	Iteration 70Q: 3 clusters Score -914565.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -914571.812500 Penalty: 4413.657227
	Iteration 71Q: 3 clusters Score -914571.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -914580.000000 Penalty: 4413.657227
	Iteration 72Q: 3 clusters Score -914580 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -914587.750000 Penalty: 4413.657227
	Iteration 73Q: 3 clusters Score -914587.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -914598.000000 Penalty: 4413.657227
	Iteration 74Q: 3 clusters Score -914598 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -914603.937500 Penalty: 4413.657227
	Iteration 75Q: 3 clusters Score -914603.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -914607.500000 Penalty: 4413.657227
	Iteration 76Q: 3 clusters Score -914607.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -914613.625000 Penalty: 4413.657227
	Iteration 77Q: 3 clusters Score -914613.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -914622.062500 Penalty: 4413.657227
	Iteration 78Q: 3 clusters Score -914622.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -914634.937500 Penalty: 4413.657227
	Iteration 79Q: 3 clusters Score -914634.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -914640.437500 Penalty: 4413.657227
	Iteration 80F: 3 clusters Score -914640.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -914644.562500 Penalty: 4413.657227
	Iteration 81Q: 3 clusters Score -914644.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -914648.375000 Penalty: 4413.657227
	Iteration 82Q: 3 clusters Score -914648.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -914655.250000 Penalty: 4413.657227
	Iteration 83Q: 3 clusters Score -914655.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -914658.000000 Penalty: 4413.657227
	Iteration 84Q: 3 clusters Score -914658 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -914664.812500 Penalty: 4413.657227
	Iteration 85Q: 3 clusters Score -914664.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -914665.312500 Penalty: 4413.657227
	Iteration 86Q: 3 clusters Score -914665.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -914665.250000 Penalty: 4413.657227
	Iteration 87Q: 3 clusters Score -914665.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -914667.500000 Penalty: 4413.657227
	Iteration 88Q: 3 clusters Score -914667.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -914669.812500 Penalty: 4413.657227
	Iteration 89Q: 3 clusters Score -914669.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -914669.625000 Penalty: 4413.657227
	Iteration 90Q: 3 clusters Score -914669.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -914670.062500 Penalty: 4413.657227
	Iteration 91Q: 3 clusters Score -914670.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -914671.937500 Penalty: 4413.657227
	Iteration 92Q: 3 clusters Score -914671.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -914671.812500 Penalty: 4413.657227
	Iteration 93Q: 3 clusters Score -914671.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -914672.875000 Penalty: 4413.657227
	Iteration 94Q: 3 clusters Score -914672.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -914672.750000 Penalty: 4413.657227
	Iteration 95Q: 3 clusters Score -914672.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -914676.625000 Penalty: 4413.657227
	Iteration 96Q: 3 clusters Score -914676.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -914674.812500 Penalty: 4413.657227
	Iteration 97Q: 3 clusters Score -914674.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -914675.750000 Penalty: 4413.657227
	Iteration 98Q: 3 clusters Score -914675.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -914674.562500 Penalty: 4413.657227
	Iteration 99Q: 3 clusters Score -914674.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -914674.562500 Penalty: 4413.657227
	Iteration 100F: 3 clusters Score -914674.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (1046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Entering Unmasked Estep 
Score: -132986.156250 Penalty: 1724.276733
	Iteration 0F: 2 clusters Score -132986.2 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 513 members 
Entering Unmasked Estep 
Score: -131353.640625 Penalty: 3448.553467
	Iteration 0F: 3 clusters Score -131353.6 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -133557.453125 Penalty: 3448.553467
	Iteration 1F: 3 clusters Score -133557.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -135531.671875 Penalty: 3448.553467
	Iteration 2F: 3 clusters Score -135531.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -135973.781250 Penalty: 3448.553467
	Iteration 3Q: 3 clusters Score -135973.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -136050.015625 Penalty: 3448.553467
	Iteration 4Q: 3 clusters Score -136050 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -136114.046875 Penalty: 3448.553467
	Iteration 5Q: 3 clusters Score -136114 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -136124.687500 Penalty: 3448.553467
	Iteration 6Q: 3 clusters Score -136124.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -136135.796875 Penalty: 3448.553467
	Iteration 7Q: 3 clusters Score -136135.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -136140.765625 Penalty: 3448.553467
	Iteration 8Q: 3 clusters Score -136140.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -136140.765625 Penalty: 3448.553467
	Iteration 9F: 3 clusters Score -136140.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 2523 members 
Mstep: Class 3 contains 4155 members 
Mstep: Class 4 contains 11988 members 
Mstep: Class 5 contains 2789 members 
Mstep: Class 6 contains 2535 members 
Mstep: Class 7 contains 376 members 
Mstep: Class 8 contains 7907 members 
Mstep: Class 9 contains 175907 members 
Mstep: Class 10 contains 8471 members 
Mstep: Class 11 contains 4267 members 
Mstep: Class 12 contains 23944 members 
Mstep: Class 13 contains 4016 members 
Mstep: Class 14 contains 6588 members 
Mstep: Class 15 contains 190139 members 
Mstep: Class 16 contains 219556 members 
Mstep: Class 17 contains 17003 members 
Mstep: Class 18 contains 31256 members 
Mstep: Class 19 contains 293 members 
Mstep: Class 20 contains 4187 members 
Mstep: Class 21 contains 24109 members 
Mstep: Class 22 contains 39653 members 
Mstep: Class 23 contains 4481 members 
Mstep: Class 24 contains 5039 members 
Mstep: Class 25 contains 38111 members 
Mstep: Class 26 contains 37204 members 
Mstep: Class 27 contains 7024 members 
Mstep: Class 28 contains 26001 members 
Mstep: Class 29 contains 7973 members 
Mstep: Class 30 contains 25260 members 
Mstep: Class 31 contains 6163 members 
Mstep: Class 32 contains 18003 members 
Mstep: Class 33 contains 639 members 
Mstep: Class 34 contains 11614 members 
Mstep: Class 35 contains 63023 members 
Mstep: Class 36 contains 26073 members 
Mstep: Class 37 contains 7321 members 
Mstep: Class 38 contains 445 members 
Mstep: Class 39 contains 3509 members 
Mstep: Class 40 contains 2891 members 
Mstep: Class 41 contains 14701 members 
Mstep: Class 42 contains 8441 members 
Mstep: Class 43 contains 512 members 
Mstep: Class 44 contains 2847 members 
Mstep: Class 45 contains 857 members 
Mstep: Class 46 contains 10607 members 
Mstep: Class 47 contains 276 members 
Mstep: Class 48 contains 27567 members 
Mstep: Class 49 contains 7060 members 
Mstep: Class 50 contains 695 members 
Mstep: Class 51 contains 22128 members 
Mstep: Class 52 contains 564 members 
Mstep: Class 53 contains 2151 members 
Mstep: Class 54 contains 227 members 
Mstep: Class 55 contains 1180 members 
Mstep: Class 56 contains 1003 members 
Mstep: Class 57 contains 1521 members 
Mstep: Class 58 contains 340 members 
Mstep: Class 59 contains 4029 members 
Mstep: Class 60 contains 601 members 
Entering Unmasked Estep 
Score: -147516096.000000 Penalty: 208141.312500
Splitting cluster 38 changes total score from -147508528.000000 to -147516096.000000
So it's getting split into cluster 60.
Entering ConstructFrom: 
Trying to split cluster 39 (3509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Entering Unmasked Estep 
Score: -437506.781250 Penalty: 2024.445312
	Iteration 0F: 2 clusters Score -437506.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -433948.250000 Penalty: 4048.890625
	Iteration 0F: 3 clusters Score -433948.2 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -434720.312500 Penalty: 4048.890625
	Iteration 1F: 3 clusters Score -434720.3 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -434912.312500 Penalty: 4048.890625
	Iteration 2F: 3 clusters Score -434912.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -435023.968750 Penalty: 4048.890625
	Iteration 3Q: 3 clusters Score -435024 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -435097.000000 Penalty: 4048.890625
	Iteration 4Q: 3 clusters Score -435097 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -435146.843750 Penalty: 4048.890625
	Iteration 5Q: 3 clusters Score -435146.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -435190.062500 Penalty: 4048.890625
	Iteration 6Q: 3 clusters Score -435190.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -435220.437500 Penalty: 4048.890625
	Iteration 7Q: 3 clusters Score -435220.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -435243.656250 Penalty: 4048.890625
	Iteration 8Q: 3 clusters Score -435243.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -435269.937500 Penalty: 4048.890625
	Iteration 9Q: 3 clusters Score -435269.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -435296.687500 Penalty: 4048.890625
	Iteration 10Q: 3 clusters Score -435296.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -435320.406250 Penalty: 4048.890625
	Iteration 11Q: 3 clusters Score -435320.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -435340.437500 Penalty: 4048.890625
	Iteration 12Q: 3 clusters Score -435340.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -435360.875000 Penalty: 4048.890625
	Iteration 13Q: 3 clusters Score -435360.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -435379.500000 Penalty: 4048.890625
	Iteration 14Q: 3 clusters Score -435379.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -435391.906250 Penalty: 4048.890625
	Iteration 15Q: 3 clusters Score -435391.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -435401.500000 Penalty: 4048.890625
	Iteration 16Q: 3 clusters Score -435401.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -435413.375000 Penalty: 4048.890625
	Iteration 17Q: 3 clusters Score -435413.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -435422.312500 Penalty: 4048.890625
	Iteration 18Q: 3 clusters Score -435422.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -435433.156250 Penalty: 4048.890625
	Iteration 19Q: 3 clusters Score -435433.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -435442.687500 Penalty: 4048.890625
	Iteration 20F: 3 clusters Score -435442.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -435451.781250 Penalty: 4048.890625
	Iteration 21Q: 3 clusters Score -435451.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -435466.343750 Penalty: 4048.890625
	Iteration 22Q: 3 clusters Score -435466.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -435478.750000 Penalty: 4048.890625
	Iteration 23Q: 3 clusters Score -435478.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -435488.781250 Penalty: 4048.890625
	Iteration 24Q: 3 clusters Score -435488.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -435498.187500 Penalty: 4048.890625
	Iteration 25Q: 3 clusters Score -435498.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -435502.437500 Penalty: 4048.890625
	Iteration 26Q: 3 clusters Score -435502.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -435505.781250 Penalty: 4048.890625
	Iteration 27Q: 3 clusters Score -435505.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -435506.968750 Penalty: 4048.890625
	Iteration 28Q: 3 clusters Score -435507 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -435509.812500 Penalty: 4048.890625
	Iteration 29Q: 3 clusters Score -435509.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -435510.343750 Penalty: 4048.890625
	Iteration 30Q: 3 clusters Score -435510.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -435511.687500 Penalty: 4048.890625
	Iteration 31Q: 3 clusters Score -435511.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -435511.687500 Penalty: 4048.890625
	Iteration 32F: 3 clusters Score -435511.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (2891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Entering Unmasked Estep 
Score: -353382.312500 Penalty: 1976.400635
	Iteration 0F: 2 clusters Score -353382.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -350194.656250 Penalty: 3952.801270
	Iteration 0F: 3 clusters Score -350194.7 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -350851.250000 Penalty: 3952.801270
	Iteration 1F: 3 clusters Score -350851.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -351016.468750 Penalty: 3952.801270
	Iteration 2F: 3 clusters Score -351016.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -351138.062500 Penalty: 3952.801270
	Iteration 3Q: 3 clusters Score -351138.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -351247.687500 Penalty: 3952.801270
	Iteration 4Q: 3 clusters Score -351247.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -351375.531250 Penalty: 3952.801270
	Iteration 5Q: 3 clusters Score -351375.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -351520.906250 Penalty: 3952.801270
	Iteration 6Q: 3 clusters Score -351520.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -351688.031250 Penalty: 3952.801270
	Iteration 7Q: 3 clusters Score -351688 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -351908.406250 Penalty: 3952.801270
	Iteration 8Q: 3 clusters Score -351908.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -352092.187500 Penalty: 3952.801270
	Iteration 9Q: 3 clusters Score -352092.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -352250.375000 Penalty: 3952.801270
	Iteration 10Q: 3 clusters Score -352250.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -352352.906250 Penalty: 3952.801270
	Iteration 11Q: 3 clusters Score -352352.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -352423.843750 Penalty: 3952.801270
	Iteration 12Q: 3 clusters Score -352423.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -352481.625000 Penalty: 3952.801270
	Iteration 13Q: 3 clusters Score -352481.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -352516.500000 Penalty: 3952.801270
	Iteration 14Q: 3 clusters Score -352516.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -352544.093750 Penalty: 3952.801270
	Iteration 15Q: 3 clusters Score -352544.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -352565.812500 Penalty: 3952.801270
	Iteration 16Q: 3 clusters Score -352565.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -352576.375000 Penalty: 3952.801270
	Iteration 17Q: 3 clusters Score -352576.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -352591.875000 Penalty: 3952.801270
	Iteration 18Q: 3 clusters Score -352591.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -352603.937500 Penalty: 3952.801270
	Iteration 19Q: 3 clusters Score -352603.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -352614.906250 Penalty: 3952.801270
	Iteration 20F: 3 clusters Score -352614.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -352623.937500 Penalty: 3952.801270
	Iteration 21Q: 3 clusters Score -352623.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -352628.718750 Penalty: 3952.801270
	Iteration 22Q: 3 clusters Score -352628.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -352630.937500 Penalty: 3952.801270
	Iteration 23Q: 3 clusters Score -352630.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -352630.937500 Penalty: 3952.801270
	Iteration 24F: 3 clusters Score -352630.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (14701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14701 members 
Entering Unmasked Estep 
Score: -1927074.875000 Penalty: 2379.726318
	Iteration 0F: 2 clusters Score -1927075 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -1916414.250000 Penalty: 4759.452637
	Iteration 0F: 3 clusters Score -1916414 nChanged 6250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -1919792.125000 Penalty: 4759.452637
	Iteration 1F: 3 clusters Score -1919792 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -1920240.750000 Penalty: 4759.452637
	Iteration 2F: 3 clusters Score -1920241 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -1920715.250000 Penalty: 4759.452637
	Iteration 3F: 3 clusters Score -1920715 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -1921271.875000 Penalty: 4759.452637
	Iteration 4F: 3 clusters Score -1921272 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -1921900.500000 Penalty: 4759.452637
	Iteration 5F: 3 clusters Score -1921900 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -1922632.625000 Penalty: 4759.452637
	Iteration 6F: 3 clusters Score -1922633 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -1923255.375000 Penalty: 4759.452637
	Iteration 7F: 3 clusters Score -1923255 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -1923686.375000 Penalty: 4759.452637
	Iteration 8Q: 3 clusters Score -1923686 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -1923975.875000 Penalty: 4759.452637
	Iteration 9Q: 3 clusters Score -1923976 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
Score: -1924107.250000 Penalty: 4759.452637
	Iteration 10Q: 3 clusters Score -1924107 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
Score: -1924190.125000 Penalty: 4759.452637
	Iteration 11Q: 3 clusters Score -1924190 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -1924235.875000 Penalty: 4759.452637
	Iteration 12Q: 3 clusters Score -1924236 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
Score: -1924276.625000 Penalty: 4759.452637
	Iteration 13Q: 3 clusters Score -1924277 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -1924294.875000 Penalty: 4759.452637
	Iteration 14Q: 3 clusters Score -1924295 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 9398 members 
Entering Unmasked Estep 
Score: -1924320.750000 Penalty: 4759.452637
	Iteration 15Q: 3 clusters Score -1924321 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 9458 members 
Entering Unmasked Estep 
Score: -1924335.250000 Penalty: 4759.452637
	Iteration 16Q: 3 clusters Score -1924335 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -1924352.500000 Penalty: 4759.452637
	Iteration 17Q: 3 clusters Score -1924352 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -1924373.750000 Penalty: 4759.452637
	Iteration 18Q: 3 clusters Score -1924374 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 9599 members 
Entering Unmasked Estep 
Score: -1924378.750000 Penalty: 4759.452637
	Iteration 19Q: 3 clusters Score -1924379 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -1924388.625000 Penalty: 4759.452637
	Iteration 20F: 3 clusters Score -1924389 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -1924408.500000 Penalty: 4759.452637
	Iteration 21Q: 3 clusters Score -1924408 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -1924420.125000 Penalty: 4759.452637
	Iteration 22Q: 3 clusters Score -1924420 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 9780 members 
Entering Unmasked Estep 
Score: -1924432.250000 Penalty: 4759.452637
	Iteration 23Q: 3 clusters Score -1924432 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 9824 members 
Entering Unmasked Estep 
Score: -1924439.875000 Penalty: 4759.452637
	Iteration 24Q: 3 clusters Score -1924440 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 9861 members 
Entering Unmasked Estep 
Score: -1924449.375000 Penalty: 4759.452637
	Iteration 25Q: 3 clusters Score -1924449 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 9913 members 
Entering Unmasked Estep 
Score: -1924461.375000 Penalty: 4759.452637
	Iteration 26Q: 3 clusters Score -1924461 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 9969 members 
Entering Unmasked Estep 
Score: -1924479.125000 Penalty: 4759.452637
	Iteration 27Q: 3 clusters Score -1924479 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 10025 members 
Entering Unmasked Estep 
Score: -1924500.625000 Penalty: 4759.452637
	Iteration 28Q: 3 clusters Score -1924501 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 10083 members 
Entering Unmasked Estep 
Score: -1924514.625000 Penalty: 4759.452637
	Iteration 29Q: 3 clusters Score -1924515 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
Score: -1924525.625000 Penalty: 4759.452637
	Iteration 30Q: 3 clusters Score -1924526 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 10208 members 
Entering Unmasked Estep 
Score: -1924543.250000 Penalty: 4759.452637
	Iteration 31Q: 3 clusters Score -1924543 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 10266 members 
Entering Unmasked Estep 
Score: -1924559.875000 Penalty: 4759.452637
	Iteration 32Q: 3 clusters Score -1924560 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 10331 members 
Entering Unmasked Estep 
Score: -1924586.625000 Penalty: 4759.452637
	Iteration 33Q: 3 clusters Score -1924587 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 10402 members 
Entering Unmasked Estep 
Score: -1924610.875000 Penalty: 4759.452637
	Iteration 34Q: 3 clusters Score -1924611 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 10459 members 
Entering Unmasked Estep 
Score: -1924625.750000 Penalty: 4759.452637
	Iteration 35Q: 3 clusters Score -1924626 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 10516 members 
Entering Unmasked Estep 
Score: -1924643.750000 Penalty: 4759.452637
	Iteration 36Q: 3 clusters Score -1924644 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -1924671.500000 Penalty: 4759.452637
	Iteration 37Q: 3 clusters Score -1924672 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 10636 members 
Entering Unmasked Estep 
Score: -1924691.375000 Penalty: 4759.452637
	Iteration 38Q: 3 clusters Score -1924691 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 10691 members 
Entering Unmasked Estep 
Score: -1924702.625000 Penalty: 4759.452637
	Iteration 39Q: 3 clusters Score -1924703 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 10754 members 
Entering Unmasked Estep 
Score: -1924720.250000 Penalty: 4759.452637
	Iteration 40F: 3 clusters Score -1924720 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 10813 members 
Entering Unmasked Estep 
Score: -1924737.125000 Penalty: 4759.452637
	Iteration 41Q: 3 clusters Score -1924737 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 10867 members 
Entering Unmasked Estep 
Score: -1924754.125000 Penalty: 4759.452637
	Iteration 42Q: 3 clusters Score -1924754 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 10913 members 
Entering Unmasked Estep 
Score: -1924760.875000 Penalty: 4759.452637
	Iteration 43Q: 3 clusters Score -1924761 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 10959 members 
Entering Unmasked Estep 
Score: -1924778.875000 Penalty: 4759.452637
	Iteration 44Q: 3 clusters Score -1924779 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 11004 members 
Entering Unmasked Estep 
Score: -1924791.125000 Penalty: 4759.452637
	Iteration 45Q: 3 clusters Score -1924791 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 11045 members 
Entering Unmasked Estep 
Score: -1924796.500000 Penalty: 4759.452637
	Iteration 46Q: 3 clusters Score -1924796 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 11084 members 
Entering Unmasked Estep 
Score: -1924803.250000 Penalty: 4759.452637
	Iteration 47Q: 3 clusters Score -1924803 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 11126 members 
Entering Unmasked Estep 
Score: -1924814.750000 Penalty: 4759.452637
	Iteration 48Q: 3 clusters Score -1924815 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 11161 members 
Entering Unmasked Estep 
Score: -1924822.750000 Penalty: 4759.452637
	Iteration 49Q: 3 clusters Score -1924823 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 11203 members 
Entering Unmasked Estep 
Score: -1924829.375000 Penalty: 4759.452637
	Iteration 50Q: 3 clusters Score -1924829 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 11248 members 
Entering Unmasked Estep 
Score: -1924846.125000 Penalty: 4759.452637
	Iteration 51Q: 3 clusters Score -1924846 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 11288 members 
Entering Unmasked Estep 
Score: -1924853.125000 Penalty: 4759.452637
	Iteration 52Q: 3 clusters Score -1924853 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 11330 members 
Entering Unmasked Estep 
Score: -1924862.250000 Penalty: 4759.452637
	Iteration 53Q: 3 clusters Score -1924862 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 11356 members 
Entering Unmasked Estep 
Score: -1924868.000000 Penalty: 4759.452637
	Iteration 54Q: 3 clusters Score -1924868 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 11388 members 
Entering Unmasked Estep 
Score: -1924879.375000 Penalty: 4759.452637
	Iteration 55Q: 3 clusters Score -1924879 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 11409 members 
Entering Unmasked Estep 
Score: -1924880.875000 Penalty: 4759.452637
	Iteration 56Q: 3 clusters Score -1924881 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 11433 members 
Entering Unmasked Estep 
Score: -1924888.500000 Penalty: 4759.452637
	Iteration 57Q: 3 clusters Score -1924888 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 11453 members 
Entering Unmasked Estep 
Score: -1924887.000000 Penalty: 4759.452637
	Iteration 58Q: 3 clusters Score -1924887 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 11471 members 
Entering Unmasked Estep 
Score: -1924891.375000 Penalty: 4759.452637
	Iteration 59Q: 3 clusters Score -1924891 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 11488 members 
Entering Unmasked Estep 
Score: -1924890.875000 Penalty: 4759.452637
	Iteration 60F: 3 clusters Score -1924891 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 11506 members 
Entering Unmasked Estep 
Score: -1924892.375000 Penalty: 4759.452637
	Iteration 61Q: 3 clusters Score -1924892 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 11528 members 
Entering Unmasked Estep 
Score: -1924898.750000 Penalty: 4759.452637
	Iteration 62Q: 3 clusters Score -1924899 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 11559 members 
Entering Unmasked Estep 
Score: -1924905.375000 Penalty: 4759.452637
	Iteration 63Q: 3 clusters Score -1924905 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 11585 members 
Entering Unmasked Estep 
Score: -1924915.500000 Penalty: 4759.452637
	Iteration 64Q: 3 clusters Score -1924916 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 11608 members 
Entering Unmasked Estep 
Score: -1924920.375000 Penalty: 4759.452637
	Iteration 65Q: 3 clusters Score -1924920 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 11635 members 
Entering Unmasked Estep 
Score: -1924926.375000 Penalty: 4759.452637
	Iteration 66Q: 3 clusters Score -1924926 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 11665 members 
Entering Unmasked Estep 
Score: -1924931.000000 Penalty: 4759.452637
	Iteration 67Q: 3 clusters Score -1924931 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 11691 members 
Entering Unmasked Estep 
Score: -1924932.375000 Penalty: 4759.452637
	Iteration 68Q: 3 clusters Score -1924932 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 11709 members 
Entering Unmasked Estep 
Score: -1924933.625000 Penalty: 4759.452637
	Iteration 69Q: 3 clusters Score -1924934 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 11728 members 
Entering Unmasked Estep 
Score: -1924946.875000 Penalty: 4759.452637
	Iteration 70Q: 3 clusters Score -1924947 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 11752 members 
Entering Unmasked Estep 
Score: -1924949.750000 Penalty: 4759.452637
	Iteration 71Q: 3 clusters Score -1924950 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 11780 members 
Entering Unmasked Estep 
Score: -1924955.000000 Penalty: 4759.452637
	Iteration 72Q: 3 clusters Score -1924955 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 11811 members 
Entering Unmasked Estep 
Score: -1924965.625000 Penalty: 4759.452637
	Iteration 73Q: 3 clusters Score -1924966 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 11844 members 
Entering Unmasked Estep 
Score: -1924971.250000 Penalty: 4759.452637
	Iteration 74Q: 3 clusters Score -1924971 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 11867 members 
Entering Unmasked Estep 
Score: -1924973.250000 Penalty: 4759.452637
	Iteration 75Q: 3 clusters Score -1924973 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 11882 members 
Entering Unmasked Estep 
Score: -1924979.875000 Penalty: 4759.452637
	Iteration 76Q: 3 clusters Score -1924980 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 11889 members 
Entering Unmasked Estep 
Score: -1924983.375000 Penalty: 4759.452637
	Iteration 77Q: 3 clusters Score -1924983 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 11896 members 
Entering Unmasked Estep 
Score: -1924984.875000 Penalty: 4759.452637
	Iteration 78Q: 3 clusters Score -1924985 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 11903 members 
Entering Unmasked Estep 
Score: -1924987.625000 Penalty: 4759.452637
	Iteration 79Q: 3 clusters Score -1924988 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 11912 members 
Entering Unmasked Estep 
Score: -1924984.375000 Penalty: 4759.452637
	Iteration 80F: 3 clusters Score -1924984 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 11917 members 
Entering Unmasked Estep 
Score: -1924985.875000 Penalty: 4759.452637
	Iteration 81Q: 3 clusters Score -1924986 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 11925 members 
Entering Unmasked Estep 
Score: -1924988.750000 Penalty: 4759.452637
	Iteration 82Q: 3 clusters Score -1924989 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 11929 members 
Entering Unmasked Estep 
Score: -1924989.125000 Penalty: 4759.452637
	Iteration 83Q: 3 clusters Score -1924989 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 11930 members 
Entering Unmasked Estep 
Score: -1924990.125000 Penalty: 4759.452637
	Iteration 84Q: 3 clusters Score -1924990 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 11933 members 
Entering Unmasked Estep 
Score: -1924990.875000 Penalty: 4759.452637
	Iteration 85Q: 3 clusters Score -1924991 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 11938 members 
Entering Unmasked Estep 
Score: -1924992.875000 Penalty: 4759.452637
	Iteration 86Q: 3 clusters Score -1924993 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 11946 members 
Entering Unmasked Estep 
Score: -1924990.500000 Penalty: 4759.452637
	Iteration 87Q: 3 clusters Score -1924990 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 11952 members 
Entering Unmasked Estep 
Score: -1924994.875000 Penalty: 4759.452637
	Iteration 88Q: 3 clusters Score -1924995 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 11958 members 
Entering Unmasked Estep 
Score: -1924993.500000 Penalty: 4759.452637
	Iteration 89Q: 3 clusters Score -1924994 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 11964 members 
Entering Unmasked Estep 
Score: -1924994.500000 Penalty: 4759.452637
	Iteration 90Q: 3 clusters Score -1924994 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 11967 members 
Entering Unmasked Estep 
Score: -1924996.250000 Penalty: 4759.452637
	Iteration 91Q: 3 clusters Score -1924996 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 11971 members 
Entering Unmasked Estep 
Score: -1924995.000000 Penalty: 4759.452637
	Iteration 92Q: 3 clusters Score -1924995 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 11974 members 
Entering Unmasked Estep 
Score: -1924995.625000 Penalty: 4759.452637
	Iteration 93Q: 3 clusters Score -1924996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 11977 members 
Entering Unmasked Estep 
Score: -1924995.500000 Penalty: 4759.452637
	Iteration 94Q: 3 clusters Score -1924996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 11980 members 
Entering Unmasked Estep 
Score: -1924996.375000 Penalty: 4759.452637
	Iteration 95Q: 3 clusters Score -1924996 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 11986 members 
Entering Unmasked Estep 
Score: -1924999.750000 Penalty: 4759.452637
	Iteration 96Q: 3 clusters Score -1925000 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 11991 members 
Entering Unmasked Estep 
Score: -1925001.375000 Penalty: 4759.452637
	Iteration 97Q: 3 clusters Score -1925001 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 11996 members 
Entering Unmasked Estep 
Score: -1925004.375000 Penalty: 4759.452637
	Iteration 98Q: 3 clusters Score -1925004 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 12001 members 
Entering Unmasked Estep 
Score: -1925002.125000 Penalty: 4759.452637
	Iteration 99Q: 3 clusters Score -1925002 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 12011 members 
Entering Unmasked Estep 
Score: -1925002.000000 Penalty: 4759.452637
	Iteration 100F: 3 clusters Score -1925002 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 12018 members 
Entering Unmasked Estep 
Score: -1925006.125000 Penalty: 4759.452637
	Iteration 101Q: 3 clusters Score -1925006 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 12028 members 
Entering Unmasked Estep 
Score: -1925010.750000 Penalty: 4759.452637
	Iteration 102Q: 3 clusters Score -1925011 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 12043 members 
Entering Unmasked Estep 
Score: -1925017.000000 Penalty: 4759.452637
	Iteration 103Q: 3 clusters Score -1925017 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 12057 members 
Entering Unmasked Estep 
Score: -1925017.750000 Penalty: 4759.452637
	Iteration 104Q: 3 clusters Score -1925018 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 12071 members 
Entering Unmasked Estep 
Score: -1925020.500000 Penalty: 4759.452637
	Iteration 105Q: 3 clusters Score -1925020 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 12093 members 
Entering Unmasked Estep 
Score: -1925024.000000 Penalty: 4759.452637
	Iteration 106Q: 3 clusters Score -1925024 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 12107 members 
Entering Unmasked Estep 
Score: -1925024.625000 Penalty: 4759.452637
	Iteration 107Q: 3 clusters Score -1925025 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 12119 members 
Entering Unmasked Estep 
Score: -1925023.750000 Penalty: 4759.452637
	Iteration 108Q: 3 clusters Score -1925024 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 12132 members 
Entering Unmasked Estep 
Score: -1925023.875000 Penalty: 4759.452637
	Iteration 109Q: 3 clusters Score -1925024 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 12144 members 
Entering Unmasked Estep 
Score: -1925029.875000 Penalty: 4759.452637
	Iteration 110Q: 3 clusters Score -1925030 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 12154 members 
Entering Unmasked Estep 
Score: -1925030.000000 Penalty: 4759.452637
	Iteration 111Q: 3 clusters Score -1925030 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 12158 members 
Entering Unmasked Estep 
Score: -1925034.875000 Penalty: 4759.452637
	Iteration 112Q: 3 clusters Score -1925035 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 12162 members 
Entering Unmasked Estep 
Score: -1925038.875000 Penalty: 4759.452637
	Iteration 113Q: 3 clusters Score -1925039 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 12167 members 
Entering Unmasked Estep 
Score: -1925036.500000 Penalty: 4759.452637
	Iteration 114Q: 3 clusters Score -1925036 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 12170 members 
Entering Unmasked Estep 
Score: -1925034.375000 Penalty: 4759.452637
	Iteration 115Q: 3 clusters Score -1925034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 12174 members 
Entering Unmasked Estep 
Score: -1925036.500000 Penalty: 4759.452637
	Iteration 116Q: 3 clusters Score -1925036 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 12175 members 
Entering Unmasked Estep 
Score: -1925034.000000 Penalty: 4759.452637
	Iteration 117Q: 3 clusters Score -1925034 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 12176 members 
Entering Unmasked Estep 
Score: -1925035.750000 Penalty: 4759.452637
	Iteration 118Q: 3 clusters Score -1925036 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 12176 members 
Entering Unmasked Estep 
Score: -1925035.750000 Penalty: 4759.452637
	Iteration 119F: 3 clusters Score -1925036 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (8441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Entering Unmasked Estep 
Score: -1063824.500000 Penalty: 2242.132324
	Iteration 0F: 2 clusters Score -1063824 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -1057139.625000 Penalty: 4484.264648
	Iteration 0F: 3 clusters Score -1057140 nChanged 3424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -1059122.625000 Penalty: 4484.264648
	Iteration 1F: 3 clusters Score -1059123 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -1059557.250000 Penalty: 4484.264648
	Iteration 2F: 3 clusters Score -1059557 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -1059952.375000 Penalty: 4484.264648
	Iteration 3F: 3 clusters Score -1059952 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -1060322.875000 Penalty: 4484.264648
	Iteration 4F: 3 clusters Score -1060323 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -1060692.875000 Penalty: 4484.264648
	Iteration 5F: 3 clusters Score -1060693 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -1061067.750000 Penalty: 4484.264648
	Iteration 6F: 3 clusters Score -1061068 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -1061413.500000 Penalty: 4484.264648
	Iteration 7Q: 3 clusters Score -1061414 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -1061703.375000 Penalty: 4484.264648
	Iteration 8Q: 3 clusters Score -1061703 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -1061935.750000 Penalty: 4484.264648
	Iteration 9Q: 3 clusters Score -1061936 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -1062112.000000 Penalty: 4484.264648
	Iteration 10Q: 3 clusters Score -1062112 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -1062226.625000 Penalty: 4484.264648
	Iteration 11Q: 3 clusters Score -1062227 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -1062323.000000 Penalty: 4484.264648
	Iteration 12Q: 3 clusters Score -1062323 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -1062406.750000 Penalty: 4484.264648
	Iteration 13Q: 3 clusters Score -1062407 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -1062471.250000 Penalty: 4484.264648
	Iteration 14Q: 3 clusters Score -1062471 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -1062515.875000 Penalty: 4484.264648
	Iteration 15Q: 3 clusters Score -1062516 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -1062550.625000 Penalty: 4484.264648
	Iteration 16Q: 3 clusters Score -1062551 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -1062576.375000 Penalty: 4484.264648
	Iteration 17Q: 3 clusters Score -1062576 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -1062590.875000 Penalty: 4484.264648
	Iteration 18Q: 3 clusters Score -1062591 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -1062597.625000 Penalty: 4484.264648
	Iteration 19Q: 3 clusters Score -1062598 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -1062602.875000 Penalty: 4484.264648
	Iteration 20F: 3 clusters Score -1062603 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -1062608.000000 Penalty: 4484.264648
	Iteration 21Q: 3 clusters Score -1062608 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -1062613.500000 Penalty: 4484.264648
	Iteration 22Q: 3 clusters Score -1062614 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -1062618.625000 Penalty: 4484.264648
	Iteration 23Q: 3 clusters Score -1062619 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -1062616.375000 Penalty: 4484.264648
	Iteration 24Q: 3 clusters Score -1062616 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -1062619.875000 Penalty: 4484.264648
	Iteration 25Q: 3 clusters Score -1062620 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -1062620.875000 Penalty: 4484.264648
	Iteration 26Q: 3 clusters Score -1062621 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -1062624.000000 Penalty: 4484.264648
	Iteration 27Q: 3 clusters Score -1062624 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -1062624.375000 Penalty: 4484.264648
	Iteration 28Q: 3 clusters Score -1062624 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -1062624.375000 Penalty: 4484.264648
	Iteration 29Q: 3 clusters Score -1062624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -1062625.625000 Penalty: 4484.264648
	Iteration 30Q: 3 clusters Score -1062626 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -1062624.625000 Penalty: 4484.264648
	Iteration 31Q: 3 clusters Score -1062625 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -1062624.625000 Penalty: 4484.264648
	Iteration 32F: 3 clusters Score -1062625 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Entering Unmasked Estep 
Score: -31317.496094 Penalty: 1547.104492
	Iteration 0F: 2 clusters Score -31317.5 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 255 members 
Entering Unmasked Estep 
Score: -30135.955078 Penalty: 3094.208984
	Iteration 0F: 3 clusters Score -30135.96 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -30777.810547 Penalty: 3094.208984
	Iteration 1F: 3 clusters Score -30777.81 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -30953.447266 Penalty: 3094.208984
	Iteration 2F: 3 clusters Score -30953.45 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -31049.767578 Penalty: 3094.208984
	Iteration 3Q: 3 clusters Score -31049.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -31055.359375 Penalty: 3094.208984
	Iteration 4Q: 3 clusters Score -31055.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -31056.140625 Penalty: 3094.208984
	Iteration 5Q: 3 clusters Score -31056.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -31057.691406 Penalty: 3094.208984
	Iteration 6Q: 3 clusters Score -31057.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -31057.691406 Penalty: 3094.208984
	Iteration 7F: 3 clusters Score -31057.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (2847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Entering Unmasked Estep 
Score: -354475.125000 Penalty: 1972.597168
	Iteration 0F: 2 clusters Score -354475.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -351275.000000 Penalty: 3945.194336
	Iteration 0F: 3 clusters Score -351275 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -351933.687500 Penalty: 3945.194336
	Iteration 1F: 3 clusters Score -351933.7 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -352079.093750 Penalty: 3945.194336
	Iteration 2F: 3 clusters Score -352079.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -352170.125000 Penalty: 3945.194336
	Iteration 3Q: 3 clusters Score -352170.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -352224.562500 Penalty: 3945.194336
	Iteration 4Q: 3 clusters Score -352224.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -352276.125000 Penalty: 3945.194336
	Iteration 5Q: 3 clusters Score -352276.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -352331.625000 Penalty: 3945.194336
	Iteration 6Q: 3 clusters Score -352331.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -352379.656250 Penalty: 3945.194336
	Iteration 7Q: 3 clusters Score -352379.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -352414.906250 Penalty: 3945.194336
	Iteration 8Q: 3 clusters Score -352414.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -352441.156250 Penalty: 3945.194336
	Iteration 9Q: 3 clusters Score -352441.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -352462.750000 Penalty: 3945.194336
	Iteration 10Q: 3 clusters Score -352462.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -352482.125000 Penalty: 3945.194336
	Iteration 11Q: 3 clusters Score -352482.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -352502.062500 Penalty: 3945.194336
	Iteration 12Q: 3 clusters Score -352502.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -352519.093750 Penalty: 3945.194336
	Iteration 13Q: 3 clusters Score -352519.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -352533.218750 Penalty: 3945.194336
	Iteration 14Q: 3 clusters Score -352533.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -352546.781250 Penalty: 3945.194336
	Iteration 15Q: 3 clusters Score -352546.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -352561.812500 Penalty: 3945.194336
	Iteration 16Q: 3 clusters Score -352561.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -352569.218750 Penalty: 3945.194336
	Iteration 17Q: 3 clusters Score -352569.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -352574.875000 Penalty: 3945.194336
	Iteration 18Q: 3 clusters Score -352574.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -352581.656250 Penalty: 3945.194336
	Iteration 19Q: 3 clusters Score -352581.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -352585.187500 Penalty: 3945.194336
	Iteration 20F: 3 clusters Score -352585.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -352586.937500 Penalty: 3945.194336
	Iteration 21Q: 3 clusters Score -352586.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -352589.312500 Penalty: 3945.194336
	Iteration 22Q: 3 clusters Score -352589.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -352591.406250 Penalty: 3945.194336
	Iteration 23Q: 3 clusters Score -352591.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -352592.562500 Penalty: 3945.194336
	Iteration 24Q: 3 clusters Score -352592.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -352593.906250 Penalty: 3945.194336
	Iteration 25Q: 3 clusters Score -352593.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -352595.781250 Penalty: 3945.194336
	Iteration 26Q: 3 clusters Score -352595.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -352597.906250 Penalty: 3945.194336
	Iteration 27Q: 3 clusters Score -352597.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -352601.187500 Penalty: 3945.194336
	Iteration 28Q: 3 clusters Score -352601.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -352601.875000 Penalty: 3945.194336
	Iteration 29Q: 3 clusters Score -352601.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -352603.406250 Penalty: 3945.194336
	Iteration 30Q: 3 clusters Score -352603.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -352605.812500 Penalty: 3945.194336
	Iteration 31Q: 3 clusters Score -352605.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -352606.281250 Penalty: 3945.194336
	Iteration 32Q: 3 clusters Score -352606.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -352607.218750 Penalty: 3945.194336
	Iteration 33Q: 3 clusters Score -352607.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -352607.718750 Penalty: 3945.194336
	Iteration 34Q: 3 clusters Score -352607.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -352608.562500 Penalty: 3945.194336
	Iteration 35Q: 3 clusters Score -352608.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -352608.562500 Penalty: 3945.194336
	Iteration 36F: 3 clusters Score -352608.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (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: -119102.500000 Penalty: 1674.852661
	Iteration 0F: 2 clusters Score -119102.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -117508.000000 Penalty: 3349.705322
	Iteration 0F: 3 clusters Score -117508 nChanged 249
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: -118781.585938 Penalty: 3349.705322
	Iteration 1F: 3 clusters Score -118781.6 nChanged 108
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: -119566.085938 Penalty: 3349.705322
	Iteration 2F: 3 clusters Score -119566.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -119935.171875 Penalty: 3349.705322
	Iteration 3F: 3 clusters Score -119935.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -120300.492188 Penalty: 3349.705322
	Iteration 4Q: 3 clusters Score -120300.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -120455.101562 Penalty: 3349.705322
	Iteration 5Q: 3 clusters Score -120455.1 nChanged 4
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: -120487.796875 Penalty: 3349.705322
	Iteration 6Q: 3 clusters Score -120487.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -120496.476562 Penalty: 3349.705322
	Iteration 7Q: 3 clusters Score -120496.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -120498.640625 Penalty: 3349.705322
	Iteration 8Q: 3 clusters Score -120498.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -120498.906250 Penalty: 3349.705322
	Iteration 9Q: 3 clusters Score -120498.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -120498.906250 Penalty: 3349.705322
	Iteration 10F: 3 clusters Score -120498.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 2523 members 
Mstep: Class 3 contains 4155 members 
Mstep: Class 4 contains 11988 members 
Mstep: Class 5 contains 2789 members 
Mstep: Class 6 contains 2535 members 
Mstep: Class 7 contains 376 members 
Mstep: Class 8 contains 7907 members 
Mstep: Class 9 contains 175907 members 
Mstep: Class 10 contains 8471 members 
Mstep: Class 11 contains 4267 members 
Mstep: Class 12 contains 23944 members 
Mstep: Class 13 contains 4016 members 
Mstep: Class 14 contains 6588 members 
Mstep: Class 15 contains 190139 members 
Mstep: Class 16 contains 219556 members 
Mstep: Class 17 contains 17003 members 
Mstep: Class 18 contains 31256 members 
Mstep: Class 19 contains 293 members 
Mstep: Class 20 contains 4187 members 
Mstep: Class 21 contains 24109 members 
Mstep: Class 22 contains 39653 members 
Mstep: Class 23 contains 4481 members 
Mstep: Class 24 contains 5039 members 
Mstep: Class 25 contains 38111 members 
Mstep: Class 26 contains 37204 members 
Mstep: Class 27 contains 7024 members 
Mstep: Class 28 contains 26001 members 
Mstep: Class 29 contains 7973 members 
Mstep: Class 30 contains 25260 members 
Mstep: Class 31 contains 6163 members 
Mstep: Class 32 contains 18003 members 
Mstep: Class 33 contains 639 members 
Mstep: Class 34 contains 11614 members 
Mstep: Class 35 contains 63023 members 
Mstep: Class 36 contains 26073 members 
Mstep: Class 37 contains 7321 members 
Mstep: Class 38 contains 445 members 
Mstep: Class 39 contains 3509 members 
Mstep: Class 40 contains 2891 members 
Mstep: Class 41 contains 14701 members 
Mstep: Class 42 contains 8441 members 
Mstep: Class 43 contains 512 members 
Mstep: Class 44 contains 2847 members 
Mstep: Class 45 contains 545 members 
Mstep: Class 46 contains 10607 members 
Mstep: Class 47 contains 276 members 
Mstep: Class 48 contains 27567 members 
Mstep: Class 49 contains 7060 members 
Mstep: Class 50 contains 695 members 
Mstep: Class 51 contains 22128 members 
Mstep: Class 52 contains 564 members 
Mstep: Class 53 contains 2151 members 
Mstep: Class 54 contains 227 members 
Mstep: Class 55 contains 1180 members 
Mstep: Class 56 contains 1003 members 
Mstep: Class 57 contains 1521 members 
Mstep: Class 58 contains 340 members 
Mstep: Class 59 contains 4029 members 
Mstep: Class 60 contains 601 members 
Mstep: Class 61 contains 312 members 
Entering Unmasked Estep 
Score: -147516016.000000 Penalty: 211610.328125
Splitting cluster 45 changes total score from -147508528.000000 to -147516016.000000
So it's getting split into cluster 61.
Entering ConstructFrom: 
Trying to split cluster 46 (10607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10607 members 
Entering Unmasked Estep 
Score: -1337151.875000 Penalty: 2298.778809
	Iteration 0F: 2 clusters Score -1337152 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -1329075.125000 Penalty: 4597.557617
	Iteration 0F: 3 clusters Score -1329075 nChanged 4429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -1331564.875000 Penalty: 4597.557617
	Iteration 1F: 3 clusters Score -1331565 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -1331914.750000 Penalty: 4597.557617
	Iteration 2F: 3 clusters Score -1331915 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -1332156.250000 Penalty: 4597.557617
	Iteration 3Q: 3 clusters Score -1332156 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -1332367.250000 Penalty: 4597.557617
	Iteration 4Q: 3 clusters Score -1332367 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -1332565.250000 Penalty: 4597.557617
	Iteration 5Q: 3 clusters Score -1332565 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -1332778.625000 Penalty: 4597.557617
	Iteration 6Q: 3 clusters Score -1332779 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -1333034.625000 Penalty: 4597.557617
	Iteration 7Q: 3 clusters Score -1333035 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -1333314.500000 Penalty: 4597.557617
	Iteration 8Q: 3 clusters Score -1333314 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -1333625.875000 Penalty: 4597.557617
	Iteration 9Q: 3 clusters Score -1333626 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -1333976.875000 Penalty: 4597.557617
	Iteration 10Q: 3 clusters Score -1333977 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -1334347.625000 Penalty: 4597.557617
	Iteration 11Q: 3 clusters Score -1334348 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -1334671.000000 Penalty: 4597.557617
	Iteration 12Q: 3 clusters Score -1334671 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -1334937.875000 Penalty: 4597.557617
	Iteration 13Q: 3 clusters Score -1334938 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -1335135.875000 Penalty: 4597.557617
	Iteration 14Q: 3 clusters Score -1335136 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -1335303.375000 Penalty: 4597.557617
	Iteration 15Q: 3 clusters Score -1335303 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -1335428.625000 Penalty: 4597.557617
	Iteration 16Q: 3 clusters Score -1335429 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -1335510.875000 Penalty: 4597.557617
	Iteration 17Q: 3 clusters Score -1335511 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9236 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -1335568.375000 Penalty: 4597.557617
	Iteration 18Q: 3 clusters Score -1335568 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -1335606.000000 Penalty: 4597.557617
	Iteration 19Q: 3 clusters Score -1335606 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -1335654.125000 Penalty: 4597.557617
	Iteration 20F: 3 clusters Score -1335654 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -1335679.125000 Penalty: 4597.557617
	Iteration 21Q: 3 clusters Score -1335679 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -1335698.375000 Penalty: 4597.557617
	Iteration 22Q: 3 clusters Score -1335698 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -1335714.125000 Penalty: 4597.557617
	Iteration 23Q: 3 clusters Score -1335714 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9475 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1335726.375000 Penalty: 4597.557617
	Iteration 24Q: 3 clusters Score -1335726 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -1335731.125000 Penalty: 4597.557617
	Iteration 25Q: 3 clusters Score -1335731 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9502 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1335740.375000 Penalty: 4597.557617
	Iteration 26Q: 3 clusters Score -1335740 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -1335744.000000 Penalty: 4597.557617
	Iteration 27Q: 3 clusters Score -1335744 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1335746.500000 Penalty: 4597.557617
	Iteration 28Q: 3 clusters Score -1335746 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9525 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -1335749.625000 Penalty: 4597.557617
	Iteration 29Q: 3 clusters Score -1335750 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -1335753.875000 Penalty: 4597.557617
	Iteration 30Q: 3 clusters Score -1335754 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -1335753.625000 Penalty: 4597.557617
	Iteration 31Q: 3 clusters Score -1335754 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -1335752.875000 Penalty: 4597.557617
	Iteration 32Q: 3 clusters Score -1335753 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -1335753.750000 Penalty: 4597.557617
	Iteration 33Q: 3 clusters Score -1335754 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -1335753.750000 Penalty: 4597.557617
	Iteration 34F: 3 clusters Score -1335754 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Entering Unmasked Estep 
Score: -27426.271484 Penalty: 1393.859375
	Iteration 0F: 2 clusters Score -27426.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -26307.861328 Penalty: 2787.718750
	Iteration 0F: 3 clusters Score -26307.86 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -26467.783203 Penalty: 2787.718750
	Iteration 1F: 3 clusters Score -26467.78 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -26539.906250 Penalty: 2787.718750
	Iteration 2F: 3 clusters Score -26539.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -26557.166016 Penalty: 2787.718750
	Iteration 3Q: 3 clusters Score -26557.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -26561.832031 Penalty: 2787.718750
	Iteration 4Q: 3 clusters Score -26561.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -26561.832031 Penalty: 2787.718750
	Iteration 5F: 3 clusters Score -26561.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (27567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27567 members 
Entering Unmasked Estep 
Score: -3509655.500000 Penalty: 2535.645020
	Iteration 0F: 2 clusters Score -3509656 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13798 members 
Mstep: Class 2 contains 13769 members 
Entering Unmasked Estep 
Score: -3490731.000000 Penalty: 5071.290039
	Iteration 0F: 3 clusters Score -3490731 nChanged 12352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13952 members 
Mstep: Class 2 contains 13615 members 
Entering Unmasked Estep 
Score: -3497431.250000 Penalty: 5071.290039
	Iteration 1F: 3 clusters Score -3497431 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14126 members 
Mstep: Class 2 contains 13441 members 
Entering Unmasked Estep 
Score: -3497989.500000 Penalty: 5071.290039
	Iteration 2F: 3 clusters Score -3497990 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14366 members 
Mstep: Class 2 contains 13201 members 
Entering Unmasked Estep 
Score: -3498626.000000 Penalty: 5071.290039
	Iteration 3Q: 3 clusters Score -3498626 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14768 members 
Mstep: Class 2 contains 12799 members 
Entering Unmasked Estep 
Score: -3499322.750000 Penalty: 5071.290039
	Iteration 4F: 3 clusters Score -3499323 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15372 members 
Mstep: Class 2 contains 12195 members 
Entering Unmasked Estep 
Score: -3500111.250000 Penalty: 5071.290039
	Iteration 5F: 3 clusters Score -3500111 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16235 members 
Mstep: Class 2 contains 11332 members 
Entering Unmasked Estep 
Score: -3501064.250000 Penalty: 5071.290039
	Iteration 6F: 3 clusters Score -3501064 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17343 members 
Mstep: Class 2 contains 10224 members 
Entering Unmasked Estep 
Score: -3502162.750000 Penalty: 5071.290039
	Iteration 7F: 3 clusters Score -3502163 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18503 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -3503221.000000 Penalty: 5071.290039
	Iteration 8F: 3 clusters Score -3503221 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19601 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -3504151.000000 Penalty: 5071.290039
	Iteration 9F: 3 clusters Score -3504151 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20546 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -3504866.500000 Penalty: 5071.290039
	Iteration 10Q: 3 clusters Score -3504866 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21301 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -3505394.000000 Penalty: 5071.290039
	Iteration 11Q: 3 clusters Score -3505394 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21943 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -3505912.500000 Penalty: 5071.290039
	Iteration 12Q: 3 clusters Score -3505912 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22476 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -3506437.750000 Penalty: 5071.290039
	Iteration 13Q: 3 clusters Score -3506438 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22884 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -3506885.250000 Penalty: 5071.290039
	Iteration 14Q: 3 clusters Score -3506885 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23192 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -3507300.500000 Penalty: 5071.290039
	Iteration 15Q: 3 clusters Score -3507300 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23462 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -3507597.750000 Penalty: 5071.290039
	Iteration 16Q: 3 clusters Score -3507598 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23640 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -3507785.750000 Penalty: 5071.290039
	Iteration 17Q: 3 clusters Score -3507786 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23774 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -3507933.500000 Penalty: 5071.290039
	Iteration 18Q: 3 clusters Score -3507934 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23885 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -3508058.750000 Penalty: 5071.290039
	Iteration 19Q: 3 clusters Score -3508059 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23974 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -3508156.500000 Penalty: 5071.290039
	Iteration 20F: 3 clusters Score -3508156 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24023 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -3508239.000000 Penalty: 5071.290039
	Iteration 21Q: 3 clusters Score -3508239 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24064 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -3508294.000000 Penalty: 5071.290039
	Iteration 22Q: 3 clusters Score -3508294 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24087 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -3508322.000000 Penalty: 5071.290039
	Iteration 23Q: 3 clusters Score -3508322 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24097 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -3508339.000000 Penalty: 5071.290039
	Iteration 24Q: 3 clusters Score -3508339 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24101 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -3508354.250000 Penalty: 5071.290039
	Iteration 25Q: 3 clusters Score -3508354 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24083 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -3508366.750000 Penalty: 5071.290039
	Iteration 26Q: 3 clusters Score -3508367 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24069 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -3508376.750000 Penalty: 5071.290039
	Iteration 27Q: 3 clusters Score -3508377 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24060 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -3508381.250000 Penalty: 5071.290039
	Iteration 28Q: 3 clusters Score -3508381 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24054 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -3508390.000000 Penalty: 5071.290039
	Iteration 29Q: 3 clusters Score -3508390 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24059 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -3508394.750000 Penalty: 5071.290039
	Iteration 30Q: 3 clusters Score -3508395 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24064 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -3508395.000000 Penalty: 5071.290039
	Iteration 31Q: 3 clusters Score -3508395 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24076 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -3508394.750000 Penalty: 5071.290039
	Iteration 32Q: 3 clusters Score -3508395 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24087 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -3508393.500000 Penalty: 5071.290039
	Iteration 33Q: 3 clusters Score -3508394 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24095 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -3508396.250000 Penalty: 5071.290039
	Iteration 34Q: 3 clusters Score -3508396 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24104 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -3508401.250000 Penalty: 5071.290039
	Iteration 35Q: 3 clusters Score -3508401 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24109 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -3508410.750000 Penalty: 5071.290039
	Iteration 36Q: 3 clusters Score -3508411 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24115 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -3508412.500000 Penalty: 5071.290039
	Iteration 37Q: 3 clusters Score -3508412 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24115 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -3508421.500000 Penalty: 5071.290039
	Iteration 38Q: 3 clusters Score -3508422 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24119 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -3508420.000000 Penalty: 5071.290039
	Iteration 39Q: 3 clusters Score -3508420 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24119 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -3508417.500000 Penalty: 5071.290039
	Iteration 40F: 3 clusters Score -3508418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24119 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -3508418.000000 Penalty: 5071.290039
	Iteration 41Q: 3 clusters Score -3508418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24121 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -3508418.750000 Penalty: 5071.290039
	Iteration 42Q: 3 clusters Score -3508419 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24123 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -3508417.000000 Penalty: 5071.290039
	Iteration 43Q: 3 clusters Score -3508417 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24124 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -3508413.750000 Penalty: 5071.290039
	Iteration 44Q: 3 clusters Score -3508414 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24124 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -3508413.750000 Penalty: 5071.290039
	Iteration 45F: 3 clusters Score -3508414 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (7060 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Entering Unmasked Estep 
Score: -874470.437500 Penalty: 2197.825684
	Iteration 0F: 2 clusters Score -874470.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -868685.937500 Penalty: 4395.651367
	Iteration 0F: 3 clusters Score -868685.9 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -870216.687500 Penalty: 4395.651367
	Iteration 1F: 3 clusters Score -870216.7 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -870483.062500 Penalty: 4395.651367
	Iteration 2F: 3 clusters Score -870483.1 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -870656.375000 Penalty: 4395.651367
	Iteration 3F: 3 clusters Score -870656.4 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -870783.437500 Penalty: 4395.651367
	Iteration 4Q: 3 clusters Score -870783.4 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -870897.312500 Penalty: 4395.651367
	Iteration 5Q: 3 clusters Score -870897.3 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -870994.937500 Penalty: 4395.651367
	Iteration 6Q: 3 clusters Score -870994.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -871080.062500 Penalty: 4395.651367
	Iteration 7Q: 3 clusters Score -871080.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -871164.562500 Penalty: 4395.651367
	Iteration 8Q: 3 clusters Score -871164.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -871242.687500 Penalty: 4395.651367
	Iteration 9Q: 3 clusters Score -871242.7 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -871333.312500 Penalty: 4395.651367
	Iteration 10Q: 3 clusters Score -871333.3 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -871411.812500 Penalty: 4395.651367
	Iteration 11Q: 3 clusters Score -871411.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -871487.375000 Penalty: 4395.651367
	Iteration 12Q: 3 clusters Score -871487.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -871562.937500 Penalty: 4395.651367
	Iteration 13Q: 3 clusters Score -871562.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -871638.125000 Penalty: 4395.651367
	Iteration 14Q: 3 clusters Score -871638.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -871700.062500 Penalty: 4395.651367
	Iteration 15Q: 3 clusters Score -871700.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -871765.562500 Penalty: 4395.651367
	Iteration 16Q: 3 clusters Score -871765.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -871837.187500 Penalty: 4395.651367
	Iteration 17Q: 3 clusters Score -871837.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -871918.187500 Penalty: 4395.651367
	Iteration 18Q: 3 clusters Score -871918.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -872003.937500 Penalty: 4395.651367
	Iteration 19Q: 3 clusters Score -872003.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -872097.062500 Penalty: 4395.651367
	Iteration 20F: 3 clusters Score -872097.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -872174.062500 Penalty: 4395.651367
	Iteration 21Q: 3 clusters Score -872174.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -872237.875000 Penalty: 4395.651367
	Iteration 22Q: 3 clusters Score -872237.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -872290.312500 Penalty: 4395.651367
	Iteration 23Q: 3 clusters Score -872290.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -872340.812500 Penalty: 4395.651367
	Iteration 24Q: 3 clusters Score -872340.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -872392.375000 Penalty: 4395.651367
	Iteration 25Q: 3 clusters Score -872392.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -872430.625000 Penalty: 4395.651367
	Iteration 26Q: 3 clusters Score -872430.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -872464.875000 Penalty: 4395.651367
	Iteration 27Q: 3 clusters Score -872464.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -872493.937500 Penalty: 4395.651367
	Iteration 28Q: 3 clusters Score -872493.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -872514.062500 Penalty: 4395.651367
	Iteration 29Q: 3 clusters Score -872514.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -872537.562500 Penalty: 4395.651367
	Iteration 30Q: 3 clusters Score -872537.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -872547.187500 Penalty: 4395.651367
	Iteration 31Q: 3 clusters Score -872547.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -872557.625000 Penalty: 4395.651367
	Iteration 32Q: 3 clusters Score -872557.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -872567.125000 Penalty: 4395.651367
	Iteration 33Q: 3 clusters Score -872567.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -872573.000000 Penalty: 4395.651367
	Iteration 34Q: 3 clusters Score -872573 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -872579.937500 Penalty: 4395.651367
	Iteration 35Q: 3 clusters Score -872579.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -872582.687500 Penalty: 4395.651367
	Iteration 36Q: 3 clusters Score -872582.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -872589.125000 Penalty: 4395.651367
	Iteration 37Q: 3 clusters Score -872589.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -872590.625000 Penalty: 4395.651367
	Iteration 38Q: 3 clusters Score -872590.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -872591.312500 Penalty: 4395.651367
	Iteration 39Q: 3 clusters Score -872591.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -872592.875000 Penalty: 4395.651367
	Iteration 40F: 3 clusters Score -872592.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -872596.437500 Penalty: 4395.651367
	Iteration 41Q: 3 clusters Score -872596.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -872600.875000 Penalty: 4395.651367
	Iteration 42Q: 3 clusters Score -872600.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -872604.562500 Penalty: 4395.651367
	Iteration 43Q: 3 clusters Score -872604.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -872610.000000 Penalty: 4395.651367
	Iteration 44Q: 3 clusters Score -872610 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -872614.500000 Penalty: 4395.651367
	Iteration 45Q: 3 clusters Score -872614.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -872617.437500 Penalty: 4395.651367
	Iteration 46Q: 3 clusters Score -872617.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -872619.250000 Penalty: 4395.651367
	Iteration 47Q: 3 clusters Score -872619.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -872618.437500 Penalty: 4395.651367
	Iteration 48Q: 3 clusters Score -872618.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -872622.187500 Penalty: 4395.651367
	Iteration 49Q: 3 clusters Score -872622.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -872626.937500 Penalty: 4395.651367
	Iteration 50Q: 3 clusters Score -872626.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -872635.687500 Penalty: 4395.651367
	Iteration 51Q: 3 clusters Score -872635.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -872644.125000 Penalty: 4395.651367
	Iteration 52Q: 3 clusters Score -872644.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -872648.500000 Penalty: 4395.651367
	Iteration 53Q: 3 clusters Score -872648.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -872649.187500 Penalty: 4395.651367
	Iteration 54Q: 3 clusters Score -872649.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -872651.812500 Penalty: 4395.651367
	Iteration 55Q: 3 clusters Score -872651.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -872653.937500 Penalty: 4395.651367
	Iteration 56Q: 3 clusters Score -872653.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -872653.812500 Penalty: 4395.651367
	Iteration 57Q: 3 clusters Score -872653.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -872653.812500 Penalty: 4395.651367
	Iteration 58F: 3 clusters Score -872653.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Entering Unmasked Estep 
Score: -88457.757812 Penalty: 1622.890137
	Iteration 0F: 2 clusters Score -88457.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -86927.914062 Penalty: 3245.780273
	Iteration 0F: 3 clusters Score -86927.91 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -88001.703125 Penalty: 3245.780273
	Iteration 1F: 3 clusters Score -88001.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -88530.312500 Penalty: 3245.780273
	Iteration 2F: 3 clusters Score -88530.31 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -88801.062500 Penalty: 3245.780273
	Iteration 3F: 3 clusters Score -88801.06 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -88906.234375 Penalty: 3245.780273
	Iteration 4Q: 3 clusters Score -88906.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -88954.281250 Penalty: 3245.780273
	Iteration 5Q: 3 clusters Score -88954.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -88980.289062 Penalty: 3245.780273
	Iteration 6Q: 3 clusters Score -88980.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -88988.007812 Penalty: 3245.780273
	Iteration 7Q: 3 clusters Score -88988.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -88988.109375 Penalty: 3245.780273
	Iteration 8Q: 3 clusters Score -88988.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -88988.109375 Penalty: 3245.780273
	Iteration 9F: 3 clusters Score -88988.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 2523 members 
Mstep: Class 3 contains 4155 members 
Mstep: Class 4 contains 11988 members 
Mstep: Class 5 contains 2789 members 
Mstep: Class 6 contains 2535 members 
Mstep: Class 7 contains 376 members 
Mstep: Class 8 contains 7907 members 
Mstep: Class 9 contains 175907 members 
Mstep: Class 10 contains 8471 members 
Mstep: Class 11 contains 4267 members 
Mstep: Class 12 contains 23944 members 
Mstep: Class 13 contains 4016 members 
Mstep: Class 14 contains 6588 members 
Mstep: Class 15 contains 190139 members 
Mstep: Class 16 contains 219556 members 
Mstep: Class 17 contains 17003 members 
Mstep: Class 18 contains 31256 members 
Mstep: Class 19 contains 293 members 
Mstep: Class 20 contains 4187 members 
Mstep: Class 21 contains 24109 members 
Mstep: Class 22 contains 39653 members 
Mstep: Class 23 contains 4481 members 
Mstep: Class 24 contains 5039 members 
Mstep: Class 25 contains 38111 members 
Mstep: Class 26 contains 37204 members 
Mstep: Class 27 contains 7024 members 
Mstep: Class 28 contains 26001 members 
Mstep: Class 29 contains 7973 members 
Mstep: Class 30 contains 25260 members 
Mstep: Class 31 contains 6163 members 
Mstep: Class 32 contains 18003 members 
Mstep: Class 33 contains 639 members 
Mstep: Class 34 contains 11614 members 
Mstep: Class 35 contains 63023 members 
Mstep: Class 36 contains 26073 members 
Mstep: Class 37 contains 7321 members 
Mstep: Class 38 contains 445 members 
Mstep: Class 39 contains 3509 members 
Mstep: Class 40 contains 2891 members 
Mstep: Class 41 contains 14701 members 
Mstep: Class 42 contains 8441 members 
Mstep: Class 43 contains 512 members 
Mstep: Class 44 contains 2847 members 
Mstep: Class 45 contains 545 members 
Mstep: Class 46 contains 10607 members 
Mstep: Class 47 contains 276 members 
Mstep: Class 48 contains 27567 members 
Mstep: Class 49 contains 7060 members 
Mstep: Class 50 contains 350 members 
Mstep: Class 51 contains 22128 members 
Mstep: Class 52 contains 564 members 
Mstep: Class 53 contains 2151 members 
Mstep: Class 54 contains 227 members 
Mstep: Class 55 contains 1180 members 
Mstep: Class 56 contains 1003 members 
Mstep: Class 57 contains 1521 members 
Mstep: Class 58 contains 340 members 
Mstep: Class 59 contains 4029 members 
Mstep: Class 60 contains 601 members 
Mstep: Class 61 contains 312 members 
Mstep: Class 62 contains 345 members 
Entering Unmasked Estep 
Score: -147514624.000000 Penalty: 215079.359375
Splitting cluster 50 changes total score from -147508528.000000 to -147514624.000000
So it's getting split into cluster 62.
Entering ConstructFrom: 
Trying to split cluster 51 (22128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22128 members 
Entering Unmasked Estep 
Score: -2927227.500000 Penalty: 2481.140381
	Iteration 0F: 2 clusters Score -2927228 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11015 members 
Mstep: Class 2 contains 11113 members 
Entering Unmasked Estep 
Score: -2911692.000000 Penalty: 4962.280762
	Iteration 0F: 3 clusters Score -2911692 nChanged 9846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10809 members 
Mstep: Class 2 contains 11319 members 
Entering Unmasked Estep 
Score: -2916905.000000 Penalty: 4962.280762
	Iteration 1F: 3 clusters Score -2916905 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10698 members 
Mstep: Class 2 contains 11430 members 
Entering Unmasked Estep 
Score: -2917239.000000 Penalty: 4962.280762
	Iteration 2Q: 3 clusters Score -2917239 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10552 members 
Mstep: Class 2 contains 11576 members 
Entering Unmasked Estep 
Score: -2917491.000000 Penalty: 4962.280762
	Iteration 3Q: 3 clusters Score -2917491 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10327 members 
Mstep: Class 2 contains 11801 members 
Entering Unmasked Estep 
Score: -2917706.500000 Penalty: 4962.280762
	Iteration 4Q: 3 clusters Score -2917706 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10034 members 
Mstep: Class 2 contains 12094 members 
Entering Unmasked Estep 
Score: -2917901.500000 Penalty: 4962.280762
	Iteration 5Q: 3 clusters Score -2917902 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 12480 members 
Entering Unmasked Estep 
Score: -2918076.750000 Penalty: 4962.280762
	Iteration 6Q: 3 clusters Score -2918077 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 12965 members 
Entering Unmasked Estep 
Score: -2918279.250000 Penalty: 4962.280762
	Iteration 7Q: 3 clusters Score -2918279 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 13620 members 
Entering Unmasked Estep 
Score: -2918548.250000 Penalty: 4962.280762
	Iteration 8Q: 3 clusters Score -2918548 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 14397 members 
Entering Unmasked Estep 
Score: -2918902.000000 Penalty: 4962.280762
	Iteration 9Q: 3 clusters Score -2918902 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 15377 members 
Entering Unmasked Estep 
Score: -2919443.250000 Penalty: 4962.280762
	Iteration 10Q: 3 clusters Score -2919443 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 16617 members 
Entering Unmasked Estep 
Score: -2920237.250000 Penalty: 4962.280762
	Iteration 11F: 3 clusters Score -2920237 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 18072 members 
Entering Unmasked Estep 
Score: -2921373.500000 Penalty: 4962.280762
	Iteration 12F: 3 clusters Score -2921374 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 19491 members 
Entering Unmasked Estep 
Score: -2922604.250000 Penalty: 4962.280762
	Iteration 13F: 3 clusters Score -2922604 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 20627 members 
Entering Unmasked Estep 
Score: -2923676.000000 Penalty: 4962.280762
	Iteration 14F: 3 clusters Score -2923676 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 21322 members 
Entering Unmasked Estep 
Score: -2924368.500000 Penalty: 4962.280762
	Iteration 15Q: 3 clusters Score -2924368 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 21646 members 
Entering Unmasked Estep 
Score: -2924685.000000 Penalty: 4962.280762
	Iteration 16Q: 3 clusters Score -2924685 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 21770 members 
Entering Unmasked Estep 
Score: -2924830.000000 Penalty: 4962.280762
	Iteration 17Q: 3 clusters Score -2924830 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 21824 members 
Entering Unmasked Estep 
Score: -2924892.250000 Penalty: 4962.280762
	Iteration 18Q: 3 clusters Score -2924892 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 21854 members 
Entering Unmasked Estep 
Score: -2924937.250000 Penalty: 4962.280762
	Iteration 19Q: 3 clusters Score -2924937 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 21875 members 
Entering Unmasked Estep 
Score: -2924973.250000 Penalty: 4962.280762
	Iteration 20F: 3 clusters Score -2924973 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 21890 members 
Entering Unmasked Estep 
Score: -2924989.000000 Penalty: 4962.280762
	Iteration 21Q: 3 clusters Score -2924989 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 21899 members 
Entering Unmasked Estep 
Score: -2924999.750000 Penalty: 4962.280762
	Iteration 22Q: 3 clusters Score -2925000 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 21901 members 
Entering Unmasked Estep 
Score: -2925011.500000 Penalty: 4962.280762
	Iteration 23Q: 3 clusters Score -2925012 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 21904 members 
Entering Unmasked Estep 
Score: -2925023.000000 Penalty: 4962.280762
	Iteration 24Q: 3 clusters Score -2925023 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 21906 members 
Entering Unmasked Estep 
Score: -2925025.750000 Penalty: 4962.280762
	Iteration 25Q: 3 clusters Score -2925026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 21907 members 
Entering Unmasked Estep 
Score: -2925025.750000 Penalty: 4962.280762
	Iteration 26Q: 3 clusters Score -2925026 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 21907 members 
Entering Unmasked Estep 
Score: -2925025.750000 Penalty: 4962.280762
	Iteration 27F: 3 clusters Score -2925026 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Entering Unmasked Estep 
Score: -64815.082031 Penalty: 1571.093506
	Iteration 0F: 2 clusters Score -64815.08 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 284 members 
Entering Unmasked Estep 
Score: -63425.753906 Penalty: 3142.187012
	Iteration 0F: 3 clusters Score -63425.75 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -64096.625000 Penalty: 3142.187012
	Iteration 1F: 3 clusters Score -64096.62 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -64471.191406 Penalty: 3142.187012
	Iteration 2F: 3 clusters Score -64471.19 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -64717.355469 Penalty: 3142.187012
	Iteration 3F: 3 clusters Score -64717.36 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -64843.613281 Penalty: 3142.187012
	Iteration 4Q: 3 clusters Score -64843.61 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -64869.121094 Penalty: 3142.187012
	Iteration 5Q: 3 clusters Score -64869.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -64920.300781 Penalty: 3142.187012
	Iteration 6Q: 3 clusters Score -64920.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -64946.785156 Penalty: 3142.187012
	Iteration 7Q: 3 clusters Score -64946.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -64959.671875 Penalty: 3142.187012
	Iteration 8Q: 3 clusters Score -64959.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -64971.492188 Penalty: 3142.187012
	Iteration 9Q: 3 clusters Score -64971.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -64976.789062 Penalty: 3142.187012
	Iteration 10Q: 3 clusters Score -64976.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -64976.789062 Penalty: 3142.187012
	Iteration 11F: 3 clusters Score -64976.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 2523 members 
Mstep: Class 3 contains 4155 members 
Mstep: Class 4 contains 11988 members 
Mstep: Class 5 contains 2789 members 
Mstep: Class 6 contains 2535 members 
Mstep: Class 7 contains 376 members 
Mstep: Class 8 contains 7907 members 
Mstep: Class 9 contains 175907 members 
Mstep: Class 10 contains 8471 members 
Mstep: Class 11 contains 4267 members 
Mstep: Class 12 contains 23944 members 
Mstep: Class 13 contains 4016 members 
Mstep: Class 14 contains 6588 members 
Mstep: Class 15 contains 190139 members 
Mstep: Class 16 contains 219556 members 
Mstep: Class 17 contains 17003 members 
Mstep: Class 18 contains 31256 members 
Mstep: Class 19 contains 293 members 
Mstep: Class 20 contains 4187 members 
Mstep: Class 21 contains 24109 members 
Mstep: Class 22 contains 39653 members 
Mstep: Class 23 contains 4481 members 
Mstep: Class 24 contains 5039 members 
Mstep: Class 25 contains 38111 members 
Mstep: Class 26 contains 37204 members 
Mstep: Class 27 contains 7024 members 
Mstep: Class 28 contains 26001 members 
Mstep: Class 29 contains 7973 members 
Mstep: Class 30 contains 25260 members 
Mstep: Class 31 contains 6163 members 
Mstep: Class 32 contains 18003 members 
Mstep: Class 33 contains 639 members 
Mstep: Class 34 contains 11614 members 
Mstep: Class 35 contains 63023 members 
Mstep: Class 36 contains 26073 members 
Mstep: Class 37 contains 7321 members 
Mstep: Class 38 contains 445 members 
Mstep: Class 39 contains 3509 members 
Mstep: Class 40 contains 2891 members 
Mstep: Class 41 contains 14701 members 
Mstep: Class 42 contains 8441 members 
Mstep: Class 43 contains 512 members 
Mstep: Class 44 contains 2847 members 
Mstep: Class 45 contains 545 members 
Mstep: Class 46 contains 10607 members 
Mstep: Class 47 contains 276 members 
Mstep: Class 48 contains 27567 members 
Mstep: Class 49 contains 7060 members 
Mstep: Class 50 contains 350 members 
Mstep: Class 51 contains 22128 members 
Mstep: Class 52 contains 240 members 
Mstep: Class 53 contains 2151 members 
Mstep: Class 54 contains 227 members 
Mstep: Class 55 contains 1180 members 
Mstep: Class 56 contains 1003 members 
Mstep: Class 57 contains 1521 members 
Mstep: Class 58 contains 340 members 
Mstep: Class 59 contains 4029 members 
Mstep: Class 60 contains 601 members 
Mstep: Class 61 contains 312 members 
Mstep: Class 62 contains 345 members 
Mstep: Class 63 contains 324 members 
Entering Unmasked Estep 
Score: -147513024.000000 Penalty: 218548.375000
Splitting cluster 52 changes total score from -147508528.000000 to -147513024.000000
So it's getting split into cluster 63.
Entering ConstructFrom: 
Trying to split cluster 53 (2151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Entering Unmasked Estep 
Score: -290952.625000 Penalty: 1903.074585
	Iteration 0F: 2 clusters Score -290952.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -288634.843750 Penalty: 3806.149170
	Iteration 0F: 3 clusters Score -288634.8 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -291382.406250 Penalty: 3806.149170
	Iteration 1F: 3 clusters Score -291382.4 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -292280.593750 Penalty: 3806.149170
	Iteration 2F: 3 clusters Score -292280.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -292595.750000 Penalty: 3806.149170
	Iteration 3F: 3 clusters Score -292595.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -292879.406250 Penalty: 3806.149170
	Iteration 4Q: 3 clusters Score -292879.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -293185.375000 Penalty: 3806.149170
	Iteration 5Q: 3 clusters Score -293185.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -293252.062500 Penalty: 3806.149170
	Iteration 6Q: 3 clusters Score -293252.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -293303.281250 Penalty: 3806.149170
	Iteration 7Q: 3 clusters Score -293303.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -293399.812500 Penalty: 3806.149170
	Iteration 8Q: 3 clusters Score -293399.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -293525.375000 Penalty: 3806.149170
	Iteration 9Q: 3 clusters Score -293525.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -293541.187500 Penalty: 3806.149170
	Iteration 10Q: 3 clusters Score -293541.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -293543.125000 Penalty: 3806.149170
	Iteration 11Q: 3 clusters Score -293543.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -293547.187500 Penalty: 3806.149170
	Iteration 12Q: 3 clusters Score -293547.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -293546.062500 Penalty: 3806.149170
	Iteration 13Q: 3 clusters Score -293546.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -293546.062500 Penalty: 3806.149170
	Iteration 14F: 3 clusters Score -293546.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 2523 members 
Mstep: Class 3 contains 4155 members 
Mstep: Class 4 contains 11988 members 
Mstep: Class 5 contains 2789 members 
Mstep: Class 6 contains 2535 members 
Mstep: Class 7 contains 376 members 
Mstep: Class 8 contains 7907 members 
Mstep: Class 9 contains 175907 members 
Mstep: Class 10 contains 8471 members 
Mstep: Class 11 contains 4267 members 
Mstep: Class 12 contains 23944 members 
Mstep: Class 13 contains 4016 members 
Mstep: Class 14 contains 6588 members 
Mstep: Class 15 contains 190139 members 
Mstep: Class 16 contains 219556 members 
Mstep: Class 17 contains 17003 members 
Mstep: Class 18 contains 31256 members 
Mstep: Class 19 contains 293 members 
Mstep: Class 20 contains 4187 members 
Mstep: Class 21 contains 24109 members 
Mstep: Class 22 contains 39653 members 
Mstep: Class 23 contains 4481 members 
Mstep: Class 24 contains 5039 members 
Mstep: Class 25 contains 38111 members 
Mstep: Class 26 contains 37204 members 
Mstep: Class 27 contains 7024 members 
Mstep: Class 28 contains 26001 members 
Mstep: Class 29 contains 7973 members 
Mstep: Class 30 contains 25260 members 
Mstep: Class 31 contains 6163 members 
Mstep: Class 32 contains 18003 members 
Mstep: Class 33 contains 639 members 
Mstep: Class 34 contains 11614 members 
Mstep: Class 35 contains 63023 members 
Mstep: Class 36 contains 26073 members 
Mstep: Class 37 contains 7321 members 
Mstep: Class 38 contains 445 members 
Mstep: Class 39 contains 3509 members 
Mstep: Class 40 contains 2891 members 
Mstep: Class 41 contains 14701 members 
Mstep: Class 42 contains 8441 members 
Mstep: Class 43 contains 512 members 
Mstep: Class 44 contains 2847 members 
Mstep: Class 45 contains 545 members 
Mstep: Class 46 contains 10607 members 
Mstep: Class 47 contains 276 members 
Mstep: Class 48 contains 27567 members 
Mstep: Class 49 contains 7060 members 
Mstep: Class 50 contains 350 members 
Mstep: Class 51 contains 22128 members 
Mstep: Class 52 contains 240 members 
Mstep: Class 53 contains 1070 members 
Mstep: Class 54 contains 227 members 
Mstep: Class 55 contains 1180 members 
Mstep: Class 56 contains 1003 members 
Mstep: Class 57 contains 1521 members 
Mstep: Class 58 contains 340 members 
Mstep: Class 59 contains 4029 members 
Mstep: Class 60 contains 601 members 
Mstep: Class 61 contains 312 members 
Mstep: Class 62 contains 345 members 
Mstep: Class 63 contains 324 members 
Mstep: Class 64 contains 1081 members 
Entering Unmasked Estep 
Score: -147513792.000000 Penalty: 222017.406250
Splitting cluster 53 changes total score from -147508528.000000 to -147513792.000000
So it's getting split into cluster 64.
Entering ConstructFrom: 
Trying to split cluster 54 (227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Entering Unmasked Estep 
Score: -24016.240234 Penalty: 1345.387573
	Iteration 0F: 2 clusters Score -24016.24 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -22966.072266 Penalty: 2690.775146
	Iteration 0F: 3 clusters Score -22966.07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -23081.234375 Penalty: 2690.775146
	Iteration 1F: 3 clusters Score -23081.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -23109.464844 Penalty: 2690.775146
	Iteration 2Q: 3 clusters Score -23109.46 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -23140.937500 Penalty: 2690.775146
	Iteration 3Q: 3 clusters Score -23140.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -23161.648438 Penalty: 2690.775146
	Iteration 4Q: 3 clusters Score -23161.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -23165.951172 Penalty: 2690.775146
	Iteration 5Q: 3 clusters Score -23165.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -23165.951172 Penalty: 2690.775146
	Iteration 6F: 3 clusters Score -23165.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (1180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Entering Unmasked Estep 
Score: -155259.125000 Penalty: 1754.170898
	Iteration 0F: 2 clusters Score -155259.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -153451.390625 Penalty: 3508.341797
	Iteration 0F: 3 clusters Score -153451.4 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -154725.156250 Penalty: 3508.341797
	Iteration 1F: 3 clusters Score -154725.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -155468.843750 Penalty: 3508.341797
	Iteration 2F: 3 clusters Score -155468.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -155904.593750 Penalty: 3508.341797
	Iteration 3F: 3 clusters Score -155904.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -156210.875000 Penalty: 3508.341797
	Iteration 4F: 3 clusters Score -156210.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -156570.781250 Penalty: 3508.341797
	Iteration 5Q: 3 clusters Score -156570.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -156700.078125 Penalty: 3508.341797
	Iteration 6Q: 3 clusters Score -156700.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -156731.453125 Penalty: 3508.341797
	Iteration 7Q: 3 clusters Score -156731.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -156772.234375 Penalty: 3508.341797
	Iteration 8Q: 3 clusters Score -156772.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -156817.812500 Penalty: 3508.341797
	Iteration 9Q: 3 clusters Score -156817.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -156867.156250 Penalty: 3508.341797
	Iteration 10Q: 3 clusters Score -156867.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -156928.203125 Penalty: 3508.341797
	Iteration 11Q: 3 clusters Score -156928.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -157043.937500 Penalty: 3508.341797
	Iteration 12Q: 3 clusters Score -157043.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -157178.218750 Penalty: 3508.341797
	Iteration 13Q: 3 clusters Score -157178.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -157193.078125 Penalty: 3508.341797
	Iteration 14Q: 3 clusters Score -157193.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -157193.078125 Penalty: 3508.341797
	Iteration 15F: 3 clusters Score -157193.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 2523 members 
Mstep: Class 3 contains 4155 members 
Mstep: Class 4 contains 11988 members 
Mstep: Class 5 contains 2789 members 
Mstep: Class 6 contains 2535 members 
Mstep: Class 7 contains 376 members 
Mstep: Class 8 contains 7907 members 
Mstep: Class 9 contains 175907 members 
Mstep: Class 10 contains 8471 members 
Mstep: Class 11 contains 4267 members 
Mstep: Class 12 contains 23944 members 
Mstep: Class 13 contains 4016 members 
Mstep: Class 14 contains 6588 members 
Mstep: Class 15 contains 190139 members 
Mstep: Class 16 contains 219556 members 
Mstep: Class 17 contains 17003 members 
Mstep: Class 18 contains 31256 members 
Mstep: Class 19 contains 293 members 
Mstep: Class 20 contains 4187 members 
Mstep: Class 21 contains 24109 members 
Mstep: Class 22 contains 39653 members 
Mstep: Class 23 contains 4481 members 
Mstep: Class 24 contains 5039 members 
Mstep: Class 25 contains 38111 members 
Mstep: Class 26 contains 37204 members 
Mstep: Class 27 contains 7024 members 
Mstep: Class 28 contains 26001 members 
Mstep: Class 29 contains 7973 members 
Mstep: Class 30 contains 25260 members 
Mstep: Class 31 contains 6163 members 
Mstep: Class 32 contains 18003 members 
Mstep: Class 33 contains 639 members 
Mstep: Class 34 contains 11614 members 
Mstep: Class 35 contains 63023 members 
Mstep: Class 36 contains 26073 members 
Mstep: Class 37 contains 7321 members 
Mstep: Class 38 contains 445 members 
Mstep: Class 39 contains 3509 members 
Mstep: Class 40 contains 2891 members 
Mstep: Class 41 contains 14701 members 
Mstep: Class 42 contains 8441 members 
Mstep: Class 43 contains 512 members 
Mstep: Class 44 contains 2847 members 
Mstep: Class 45 contains 545 members 
Mstep: Class 46 contains 10607 members 
Mstep: Class 47 contains 276 members 
Mstep: Class 48 contains 27567 members 
Mstep: Class 49 contains 7060 members 
Mstep: Class 50 contains 350 members 
Mstep: Class 51 contains 22128 members 
Mstep: Class 52 contains 240 members 
Mstep: Class 53 contains 1070 members 
Mstep: Class 54 contains 227 members 
Mstep: Class 55 contains 513 members 
Mstep: Class 56 contains 1003 members 
Mstep: Class 57 contains 1521 members 
Mstep: Class 58 contains 340 members 
Mstep: Class 59 contains 4029 members 
Mstep: Class 60 contains 601 members 
Mstep: Class 61 contains 312 members 
Mstep: Class 62 contains 345 members 
Mstep: Class 63 contains 324 members 
Mstep: Class 64 contains 1081 members 
Mstep: Class 65 contains 667 members 
Entering Unmasked Estep 
Score: -147513984.000000 Penalty: 225486.421875
Splitting cluster 55 changes total score from -147508528.000000 to -147513984.000000
So it's getting split into cluster 65.
Entering ConstructFrom: 
Trying to split cluster 56 (1003 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Entering Unmasked Estep 
Score: -121513.375000 Penalty: 1713.866211
	Iteration 0F: 2 clusters Score -121513.4 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 492 members 
Entering Unmasked Estep 
Score: -119567.835938 Penalty: 3427.732422
	Iteration 0F: 3 clusters Score -119567.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -119856.437500 Penalty: 3427.732422
	Iteration 1F: 3 clusters Score -119856.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -119943.148438 Penalty: 3427.732422
	Iteration 2F: 3 clusters Score -119943.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -119999.789062 Penalty: 3427.732422
	Iteration 3Q: 3 clusters Score -119999.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -120035.492188 Penalty: 3427.732422
	Iteration 4Q: 3 clusters Score -120035.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -120061.007812 Penalty: 3427.732422
	Iteration 5Q: 3 clusters Score -120061 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -120077.578125 Penalty: 3427.732422
	Iteration 6Q: 3 clusters Score -120077.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -120087.453125 Penalty: 3427.732422
	Iteration 7Q: 3 clusters Score -120087.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -120089.195312 Penalty: 3427.732422
	Iteration 8Q: 3 clusters Score -120089.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -120092.500000 Penalty: 3427.732422
	Iteration 9Q: 3 clusters Score -120092.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -120098.867188 Penalty: 3427.732422
	Iteration 10Q: 3 clusters Score -120098.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -120110.648438 Penalty: 3427.732422
	Iteration 11Q: 3 clusters Score -120110.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -120119.601562 Penalty: 3427.732422
	Iteration 12Q: 3 clusters Score -120119.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -120122.187500 Penalty: 3427.732422
	Iteration 13Q: 3 clusters Score -120122.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -120124.007812 Penalty: 3427.732422
	Iteration 14Q: 3 clusters Score -120124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -120125.148438 Penalty: 3427.732422
	Iteration 15Q: 3 clusters Score -120125.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -120125.570312 Penalty: 3427.732422
	Iteration 16Q: 3 clusters Score -120125.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -120125.570312 Penalty: 3427.732422
	Iteration 17F: 3 clusters Score -120125.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (1521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Entering Unmasked Estep 
Score: -215592.968750 Penalty: 1817.126587
	Iteration 0F: 2 clusters Score -215593 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 732 members 
Entering Unmasked Estep 
Score: -213562.750000 Penalty: 3634.253174
	Iteration 0F: 3 clusters Score -213562.8 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -215626.562500 Penalty: 3634.253174
	Iteration 1F: 3 clusters Score -215626.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -216765.984375 Penalty: 3634.253174
	Iteration 2F: 3 clusters Score -216766 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -217292.984375 Penalty: 3634.253174
	Iteration 3F: 3 clusters Score -217293 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -217625.328125 Penalty: 3634.253174
	Iteration 4Q: 3 clusters Score -217625.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -217768.437500 Penalty: 3634.253174
	Iteration 5Q: 3 clusters Score -217768.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -217815.968750 Penalty: 3634.253174
	Iteration 6Q: 3 clusters Score -217816 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -217825.453125 Penalty: 3634.253174
	Iteration 7Q: 3 clusters Score -217825.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -217828.062500 Penalty: 3634.253174
	Iteration 8Q: 3 clusters Score -217828.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -217833.140625 Penalty: 3634.253174
	Iteration 9Q: 3 clusters Score -217833.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -217833.421875 Penalty: 3634.253174
	Iteration 10Q: 3 clusters Score -217833.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -217834.406250 Penalty: 3634.253174
	Iteration 11Q: 3 clusters Score -217834.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -217837.531250 Penalty: 3634.253174
	Iteration 12Q: 3 clusters Score -217837.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -217838.156250 Penalty: 3634.253174
	Iteration 13Q: 3 clusters Score -217838.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -217849.031250 Penalty: 3634.253174
	Iteration 14Q: 3 clusters Score -217849 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -217885.406250 Penalty: 3634.253174
	Iteration 15Q: 3 clusters Score -217885.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -218019.312500 Penalty: 3634.253174
	Iteration 16Q: 3 clusters Score -218019.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -218083.250000 Penalty: 3634.253174
	Iteration 17Q: 3 clusters Score -218083.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -218088.187500 Penalty: 3634.253174
	Iteration 18Q: 3 clusters Score -218088.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -218089.718750 Penalty: 3634.253174
	Iteration 19Q: 3 clusters Score -218089.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -218089.718750 Penalty: 3634.253174
	Iteration 20F: 3 clusters Score -218089.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 2523 members 
Mstep: Class 3 contains 4155 members 
Mstep: Class 4 contains 11988 members 
Mstep: Class 5 contains 2789 members 
Mstep: Class 6 contains 2535 members 
Mstep: Class 7 contains 376 members 
Mstep: Class 8 contains 7907 members 
Mstep: Class 9 contains 175907 members 
Mstep: Class 10 contains 8471 members 
Mstep: Class 11 contains 4267 members 
Mstep: Class 12 contains 23944 members 
Mstep: Class 13 contains 4016 members 
Mstep: Class 14 contains 6588 members 
Mstep: Class 15 contains 190139 members 
Mstep: Class 16 contains 219556 members 
Mstep: Class 17 contains 17003 members 
Mstep: Class 18 contains 31256 members 
Mstep: Class 19 contains 293 members 
Mstep: Class 20 contains 4187 members 
Mstep: Class 21 contains 24109 members 
Mstep: Class 22 contains 39653 members 
Mstep: Class 23 contains 4481 members 
Mstep: Class 24 contains 5039 members 
Mstep: Class 25 contains 38111 members 
Mstep: Class 26 contains 37204 members 
Mstep: Class 27 contains 7024 members 
Mstep: Class 28 contains 26001 members 
Mstep: Class 29 contains 7973 members 
Mstep: Class 30 contains 25260 members 
Mstep: Class 31 contains 6163 members 
Mstep: Class 32 contains 18003 members 
Mstep: Class 33 contains 639 members 
Mstep: Class 34 contains 11614 members 
Mstep: Class 35 contains 63023 members 
Mstep: Class 36 contains 26073 members 
Mstep: Class 37 contains 7321 members 
Mstep: Class 38 contains 445 members 
Mstep: Class 39 contains 3509 members 
Mstep: Class 40 contains 2891 members 
Mstep: Class 41 contains 14701 members 
Mstep: Class 42 contains 8441 members 
Mstep: Class 43 contains 512 members 
Mstep: Class 44 contains 2847 members 
Mstep: Class 45 contains 545 members 
Mstep: Class 46 contains 10607 members 
Mstep: Class 47 contains 276 members 
Mstep: Class 48 contains 27567 members 
Mstep: Class 49 contains 7060 members 
Mstep: Class 50 contains 350 members 
Mstep: Class 51 contains 22128 members 
Mstep: Class 52 contains 240 members 
Mstep: Class 53 contains 1070 members 
Mstep: Class 54 contains 227 members 
Mstep: Class 55 contains 513 members 
Mstep: Class 56 contains 1003 members 
Mstep: Class 57 contains 809 members 
Mstep: Class 58 contains 340 members 
Mstep: Class 59 contains 4029 members 
Mstep: Class 60 contains 601 members 
Mstep: Class 61 contains 312 members 
Mstep: Class 62 contains 345 members 
Mstep: Class 63 contains 324 members 
Mstep: Class 64 contains 1081 members 
Mstep: Class 65 contains 667 members 
Mstep: Class 66 contains 712 members 
Entering Unmasked Estep 
Score: -147514640.000000 Penalty: 228955.437500
Splitting cluster 57 changes total score from -147508528.000000 to -147514640.000000
So it's getting split into cluster 66.
Entering ConstructFrom: 
Trying to split cluster 58 (340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Entering Unmasked Estep 
Score: -29318.873047 Penalty: 1445.578491
	Iteration 0F: 2 clusters Score -29318.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -28108.181641 Penalty: 2891.156982
	Iteration 0F: 3 clusters Score -28108.18 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -28294.294922 Penalty: 2891.156982
	Iteration 1F: 3 clusters Score -28294.29 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -28371.761719 Penalty: 2891.156982
	Iteration 2F: 3 clusters Score -28371.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -28398.515625 Penalty: 2891.156982
	Iteration 3Q: 3 clusters Score -28398.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -28413.142578 Penalty: 2891.156982
	Iteration 4Q: 3 clusters Score -28413.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -28413.142578 Penalty: 2891.156982
	Iteration 5F: 3 clusters Score -28413.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 2523 members 
Mstep: Class 3 contains 4155 members 
Mstep: Class 4 contains 11988 members 
Mstep: Class 5 contains 2789 members 
Mstep: Class 6 contains 2535 members 
Mstep: Class 7 contains 376 members 
Mstep: Class 8 contains 7907 members 
Mstep: Class 9 contains 175907 members 
Mstep: Class 10 contains 8471 members 
Mstep: Class 11 contains 4267 members 
Mstep: Class 12 contains 23944 members 
Mstep: Class 13 contains 4016 members 
Mstep: Class 14 contains 6588 members 
Mstep: Class 15 contains 190139 members 
Mstep: Class 16 contains 219556 members 
Mstep: Class 17 contains 17003 members 
Mstep: Class 18 contains 31256 members 
Mstep: Class 19 contains 293 members 
Mstep: Class 20 contains 4187 members 
Mstep: Class 21 contains 24109 members 
Mstep: Class 22 contains 39653 members 
Mstep: Class 23 contains 4481 members 
Mstep: Class 24 contains 5039 members 
Mstep: Class 25 contains 38111 members 
Mstep: Class 26 contains 37204 members 
Mstep: Class 27 contains 7024 members 
Mstep: Class 28 contains 26001 members 
Mstep: Class 29 contains 7973 members 
Mstep: Class 30 contains 25260 members 
Mstep: Class 31 contains 6163 members 
Mstep: Class 32 contains 18003 members 
Mstep: Class 34 contains 11614 members 
Mstep: Class 35 contains 63023 members 
Mstep: Class 36 contains 26073 members 
Mstep: Class 37 contains 7321 members 
Mstep: Class 38 contains 445 members 
Mstep: Class 39 contains 3509 members 
Mstep: Class 40 contains 2891 members 
Mstep: Class 41 contains 14701 members 
Mstep: Class 42 contains 8441 members 
Mstep: Class 43 contains 512 members 
Mstep: Class 44 contains 2847 members 
Mstep: Class 45 contains 545 members 
Mstep: Class 46 contains 10607 members 
Mstep: Class 47 contains 276 members 
Mstep: Class 48 contains 27567 members 
Mstep: Class 49 contains 7060 members 
Mstep: Class 50 contains 350 members 
Mstep: Class 51 contains 22128 members 
Mstep: Class 52 contains 240 members 
Mstep: Class 53 contains 1070 members 
Mstep: Class 54 contains 227 members 
Mstep: Class 55 contains 513 members 
Mstep: Class 56 contains 1003 members 
Mstep: Class 57 contains 809 members 
Mstep: Class 58 contains 340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147515504.000000 Penalty: 228955.437500
Iteration 159Q: 67 clusters Score -1.475155e+08 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 2523 members 
Mstep: Class 3 contains 4154 members 
Mstep: Class 4 contains 11984 members 
Mstep: Class 5 contains 2802 members 
Mstep: Class 6 contains 2535 members 
Mstep: Class 7 contains 376 members 
Mstep: Class 8 contains 7909 members 
Mstep: Class 9 contains 175885 members 
Mstep: Class 10 contains 8471 members 
Mstep: Class 11 contains 4265 members 
Mstep: Class 12 contains 23925 members 
Mstep: Class 13 contains 4015 members 
Mstep: Class 14 contains 6588 members 
Mstep: Class 15 contains 189944 members 
Mstep: Class 16 contains 219556 members 
Mstep: Class 17 contains 16973 members 
Mstep: Class 18 contains 31152 members 
Mstep: Class 19 contains 293 members 
Mstep: Class 20 contains 4187 members 
Mstep: Class 21 contains 24039 members 
Mstep: Class 22 contains 39678 members 
Mstep: Class 23 contains 4481 members 
Mstep: Class 24 contains 5075 members 
Mstep: Class 25 contains 38148 members 
Mstep: Class 26 contains 37206 members 
Mstep: Class 27 contains 7012 members 
Mstep: Class 28 contains 25984 members 
Mstep: Class 29 contains 7970 members 
Mstep: Class 30 contains 25255 members 
Mstep: Class 31 contains 6141 members 
Mstep: Class 32 contains 17996 members 
Mstep: Class 33 contains 637 members 
Mstep: Class 34 contains 11615 members 
Mstep: Class 35 contains 63008 members 
Mstep: Class 36 contains 26079 members 
Mstep: Class 37 contains 7322 members 
Mstep: Class 38 contains 477 members 
Mstep: Class 39 contains 3510 members 
Mstep: Class 40 contains 2893 members 
Mstep: Class 41 contains 14755 members 
Mstep: Class 42 contains 8551 members 
Mstep: Class 43 contains 513 members 
Mstep: Class 44 contains 2847 members 
Mstep: Class 45 contains 546 members 
Mstep: Class 46 contains 10606 members 
Mstep: Class 47 contains 276 members 
Mstep: Class 48 contains 27566 members 
Mstep: Class 49 contains 7076 members 
Mstep: Class 50 contains 345 members 
Mstep: Class 51 contains 22384 members 
Mstep: Class 52 contains 259 members 
Mstep: Class 53 contains 1084 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 537 members 
Mstep: Class 56 contains 1006 members 
Mstep: Class 57 contains 804 members 
Mstep: Class 58 contains 342 members 
Mstep: Class 59 contains 3959 members 
Mstep: Class 60 contains 609 members 
Mstep: Class 61 contains 310 members 
Mstep: Class 62 contains 343 members 
Mstep: Class 63 contains 354 members 
Mstep: Class 64 contains 1039 members 
Mstep: Class 65 contains 653 members 
Mstep: Class 66 contains 689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147516592.000000 Penalty: 228955.437500
Iteration 160F: 67 clusters Score -1.475166e+08 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 2523 members 
Mstep: Class 3 contains 4154 members 
Mstep: Class 4 contains 11987 members 
Mstep: Class 5 contains 2816 members 
Mstep: Class 6 contains 2535 members 
Mstep: Class 7 contains 376 members 
Mstep: Class 8 contains 7906 members 
Mstep: Class 9 contains 175845 members 
Mstep: Class 10 contains 8472 members 
Mstep: Class 11 contains 4260 members 
Mstep: Class 12 contains 23905 members 
Mstep: Class 13 contains 4013 members 
Mstep: Class 14 contains 6590 members 
Mstep: Class 15 contains 189806 members 
Mstep: Class 16 contains 219548 members 
Mstep: Class 17 contains 16956 members 
Mstep: Class 18 contains 31035 members 
Mstep: Class 19 contains 293 members 
Mstep: Class 20 contains 4187 members 
Mstep: Class 21 contains 23944 members 
Mstep: Class 22 contains 39708 members 
Mstep: Class 23 contains 4481 members 
Mstep: Class 24 contains 5003 members 
Mstep: Class 25 contains 38194 members 
Mstep: Class 26 contains 37202 members 
Mstep: Class 27 contains 7014 members 
Mstep: Class 28 contains 25959 members 
Mstep: Class 29 contains 7970 members 
Mstep: Class 30 contains 25250 members 
Mstep: Class 31 contains 6122 members 
Mstep: Class 32 contains 17983 members 
Mstep: Class 33 contains 638 members 
Mstep: Class 34 contains 11618 members 
Mstep: Class 35 contains 62992 members 
Mstep: Class 36 contains 26088 members 
Mstep: Class 37 contains 7321 members 
Mstep: Class 38 contains 497 members 
Mstep: Class 39 contains 3513 members 
Mstep: Class 40 contains 2898 members 
Mstep: Class 41 contains 14805 members 
Mstep: Class 42 contains 8660 members 
Mstep: Class 43 contains 511 members 
Mstep: Class 44 contains 2847 members 
Mstep: Class 45 contains 545 members 
Mstep: Class 46 contains 10610 members 
Mstep: Class 47 contains 276 members 
Mstep: Class 48 contains 27565 members 
Mstep: Class 49 contains 7083 members 
Mstep: Class 50 contains 338 members 
Mstep: Class 51 contains 22611 members 
Mstep: Class 52 contains 257 members 
Mstep: Class 53 contains 1083 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 542 members 
Mstep: Class 56 contains 1019 members 
Mstep: Class 57 contains 800 members 
Mstep: Class 58 contains 342 members 
Mstep: Class 59 contains 3938 members 
Mstep: Class 60 contains 642 members 
Mstep: Class 61 contains 308 members 
Mstep: Class 62 contains 348 members 
Mstep: Class 63 contains 413 members 
Mstep: Class 64 contains 1028 members 
Mstep: Class 65 contains 648 members 
Mstep: Class 66 contains 694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147517392.000000 Penalty: 228955.437500
Iteration 161Q: 67 clusters Score -1.475174e+08 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 2523 members 
Mstep: Class 3 contains 4154 members 
Mstep: Class 4 contains 11981 members 
Mstep: Class 5 contains 2826 members 
Mstep: Class 6 contains 2535 members 
Mstep: Class 7 contains 376 members 
Mstep: Class 8 contains 7900 members 
Mstep: Class 9 contains 175798 members 
Mstep: Class 10 contains 8470 members 
Mstep: Class 11 contains 4258 members 
Mstep: Class 12 contains 23890 members 
Mstep: Class 13 contains 4010 members 
Mstep: Class 14 contains 6591 members 
Mstep: Class 15 contains 189695 members 
Mstep: Class 16 contains 219527 members 
Mstep: Class 17 contains 16928 members 
Mstep: Class 18 contains 30936 members 
Mstep: Class 19 contains 295 members 
Mstep: Class 20 contains 4187 members 
Mstep: Class 21 contains 23858 members 
Mstep: Class 22 contains 39724 members 
Mstep: Class 23 contains 4481 members 
Mstep: Class 24 contains 4977 members 
Mstep: Class 25 contains 38246 members 
Mstep: Class 26 contains 37204 members 
Mstep: Class 27 contains 7014 members 
Mstep: Class 28 contains 25946 members 
Mstep: Class 29 contains 7962 members 
Mstep: Class 30 contains 25247 members 
Mstep: Class 31 contains 6103 members 
Mstep: Class 32 contains 17968 members 
Mstep: Class 33 contains 638 members 
Mstep: Class 34 contains 11618 members 
Mstep: Class 35 contains 62984 members 
Mstep: Class 36 contains 26088 members 
Mstep: Class 37 contains 7321 members 
Mstep: Class 38 contains 504 members 
Mstep: Class 39 contains 3514 members 
Mstep: Class 40 contains 2903 members 
Mstep: Class 41 contains 14855 members 
Mstep: Class 42 contains 8758 members 
Mstep: Class 43 contains 509 members 
Mstep: Class 44 contains 2847 members 
Mstep: Class 45 contains 545 members 
Mstep: Class 46 contains 10603 members 
Mstep: Class 47 contains 275 members 
Mstep: Class 48 contains 27564 members 
Mstep: Class 49 contains 7099 members 
Mstep: Class 50 contains 338 members 
Mstep: Class 51 contains 22837 members 
Mstep: Class 52 contains 265 members 
Mstep: Class 53 contains 1075 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 544 members 
Mstep: Class 56 contains 1041 members 
Mstep: Class 57 contains 799 members 
Mstep: Class 58 contains 344 members 
Mstep: Class 59 contains 3920 members 
Mstep: Class 60 contains 660 members 
Mstep: Class 61 contains 307 members 
Mstep: Class 62 contains 348 members 
Mstep: Class 63 contains 454 members 
Mstep: Class 64 contains 1019 members 
Mstep: Class 65 contains 642 members 
Mstep: Class 66 contains 686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147518256.000000 Penalty: 228955.437500
Iteration 162Q: 67 clusters Score -1.475183e+08 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 2523 members 
Mstep: Class 3 contains 4153 members 
Mstep: Class 4 contains 11975 members 
Mstep: Class 5 contains 2838 members 
Mstep: Class 6 contains 2535 members 
Mstep: Class 7 contains 376 members 
Mstep: Class 8 contains 7894 members 
Mstep: Class 9 contains 175773 members 
Mstep: Class 10 contains 8469 members 
Mstep: Class 11 contains 4254 members 
Mstep: Class 12 contains 23867 members 
Mstep: Class 13 contains 4012 members 
Mstep: Class 14 contains 6592 members 
Mstep: Class 15 contains 189551 members 
Mstep: Class 16 contains 219515 members 
Mstep: Class 17 contains 16904 members 
Mstep: Class 18 contains 30867 members 
Mstep: Class 19 contains 298 members 
Mstep: Class 20 contains 4187 members 
Mstep: Class 21 contains 23778 members 
Mstep: Class 22 contains 39742 members 
Mstep: Class 23 contains 4481 members 
Mstep: Class 24 contains 4944 members 
Mstep: Class 25 contains 38284 members 
Mstep: Class 26 contains 37204 members 
Mstep: Class 27 contains 7005 members 
Mstep: Class 28 contains 25934 members 
Mstep: Class 29 contains 7950 members 
Mstep: Class 30 contains 25241 members 
Mstep: Class 31 contains 6087 members 
Mstep: Class 32 contains 17948 members 
Mstep: Class 33 contains 638 members 
Mstep: Class 34 contains 11621 members 
Mstep: Class 35 contains 62970 members 
Mstep: Class 36 contains 26088 members 
Mstep: Class 37 contains 7321 members 
Mstep: Class 38 contains 506 members 
Mstep: Class 39 contains 3520 members 
Mstep: Class 40 contains 2907 members 
Mstep: Class 41 contains 14919 members 
Mstep: Class 42 contains 8846 members 
Mstep: Class 43 contains 508 members 
Mstep: Class 44 contains 2847 members 
Mstep: Class 45 contains 546 members 
Mstep: Class 46 contains 10596 members 
Mstep: Class 47 contains 275 members 
Mstep: Class 48 contains 27564 members 
Mstep: Class 49 contains 7110 members 
Mstep: Class 50 contains 337 members 
Mstep: Class 51 contains 23065 members 
Mstep: Class 52 contains 272 members 
Mstep: Class 53 contains 1075 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 547 members 
Mstep: Class 56 contains 1059 members 
Mstep: Class 57 contains 799 members 
Mstep: Class 58 contains 346 members 
Mstep: Class 59 contains 3914 members 
Mstep: Class 60 contains 684 members 
Mstep: Class 61 contains 306 members 
Mstep: Class 62 contains 349 members 
Mstep: Class 63 contains 471 members 
Mstep: Class 64 contains 1005 members 
Mstep: Class 65 contains 641 members 
Mstep: Class 66 contains 685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147518848.000000 Penalty: 228955.437500
Iteration 163Q: 67 clusters Score -1.475188e+08 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 2523 members 
Mstep: Class 3 contains 4153 members 
Mstep: Class 4 contains 11972 members 
Mstep: Class 5 contains 2841 members 
Mstep: Class 6 contains 2535 members 
Mstep: Class 7 contains 376 members 
Mstep: Class 8 contains 7888 members 
Mstep: Class 9 contains 175731 members 
Mstep: Class 10 contains 8471 members 
Mstep: Class 11 contains 4257 members 
Mstep: Class 12 contains 23845 members 
Mstep: Class 13 contains 4013 members 
Mstep: Class 14 contains 6592 members 
Mstep: Class 15 contains 189434 members 
Mstep: Class 16 contains 219503 members 
Mstep: Class 17 contains 16875 members 
Mstep: Class 18 contains 30804 members 
Mstep: Class 19 contains 297 members 
Mstep: Class 20 contains 4187 members 
Mstep: Class 21 contains 23716 members 
Mstep: Class 22 contains 39762 members 
Mstep: Class 23 contains 4481 members 
Mstep: Class 24 contains 4909 members 
Mstep: Class 25 contains 38321 members 
Mstep: Class 26 contains 37208 members 
Mstep: Class 27 contains 7000 members 
Mstep: Class 28 contains 25927 members 
Mstep: Class 29 contains 7940 members 
Mstep: Class 30 contains 25229 members 
Mstep: Class 31 contains 6069 members 
Mstep: Class 32 contains 17926 members 
Mstep: Class 33 contains 638 members 
Mstep: Class 34 contains 11623 members 
Mstep: Class 35 contains 62963 members 
Mstep: Class 36 contains 26089 members 
Mstep: Class 37 contains 7321 members 
Mstep: Class 38 contains 508 members 
Mstep: Class 39 contains 3526 members 
Mstep: Class 40 contains 2909 members 
Mstep: Class 41 contains 14985 members 
Mstep: Class 42 contains 8926 members 
Mstep: Class 43 contains 505 members 
Mstep: Class 44 contains 2847 members 
Mstep: Class 45 contains 546 members 
Mstep: Class 46 contains 10585 members 
Mstep: Class 47 contains 275 members 
Mstep: Class 48 contains 27563 members 
Mstep: Class 49 contains 7117 members 
Mstep: Class 50 contains 336 members 
Mstep: Class 51 contains 23263 members 
Mstep: Class 52 contains 272 members 
Mstep: Class 53 contains 1073 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 552 members 
Mstep: Class 56 contains 1077 members 
Mstep: Class 57 contains 799 members 
Mstep: Class 58 contains 350 members 
Mstep: Class 59 contains 3917 members 
Mstep: Class 60 contains 701 members 
Mstep: Class 61 contains 306 members 
Mstep: Class 62 contains 350 members 
Mstep: Class 63 contains 500 members 
Mstep: Class 64 contains 992 members 
Mstep: Class 65 contains 636 members 
Mstep: Class 66 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147518928.000000 Penalty: 228955.437500
Iteration 164Q: 67 clusters Score -1.475189e+08 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 2523 members 
Mstep: Class 3 contains 4153 members 
Mstep: Class 4 contains 11974 members 
Mstep: Class 5 contains 2843 members 
Mstep: Class 6 contains 2535 members 
Mstep: Class 7 contains 376 members 
Mstep: Class 8 contains 7874 members 
Mstep: Class 9 contains 175692 members 
Mstep: Class 10 contains 8469 members 
Mstep: Class 11 contains 4258 members 
Mstep: Class 12 contains 23824 members 
Mstep: Class 13 contains 4013 members 
Mstep: Class 14 contains 6593 members 
Mstep: Class 15 contains 189285 members 
Mstep: Class 16 contains 219492 members 
Mstep: Class 17 contains 16839 members 
Mstep: Class 18 contains 30740 members 
Mstep: Class 19 contains 300 members 
Mstep: Class 20 contains 4186 members 
Mstep: Class 21 contains 23688 members 
Mstep: Class 22 contains 39769 members 
Mstep: Class 23 contains 4481 members 
Mstep: Class 24 contains 4895 members 
Mstep: Class 25 contains 38349 members 
Mstep: Class 26 contains 37219 members 
Mstep: Class 27 contains 6997 members 
Mstep: Class 28 contains 25938 members 
Mstep: Class 29 contains 7929 members 
Mstep: Class 30 contains 25217 members 
Mstep: Class 31 contains 6053 members 
Mstep: Class 32 contains 17920 members 
Mstep: Class 33 contains 638 members 
Mstep: Class 34 contains 11627 members 
Mstep: Class 35 contains 62946 members 
Mstep: Class 36 contains 26096 members 
Mstep: Class 37 contains 7319 members 
Mstep: Class 38 contains 510 members 
Mstep: Class 39 contains 3533 members 
Mstep: Class 40 contains 2914 members 
Mstep: Class 41 contains 15053 members 
Mstep: Class 42 contains 9002 members 
Mstep: Class 43 contains 503 members 
Mstep: Class 44 contains 2847 members 
Mstep: Class 45 contains 547 members 
Mstep: Class 46 contains 10568 members 
Mstep: Class 47 contains 275 members 
Mstep: Class 48 contains 27563 members 
Mstep: Class 49 contains 7126 members 
Mstep: Class 50 contains 335 members 
Mstep: Class 51 contains 23459 members 
Mstep: Class 52 contains 270 members 
Mstep: Class 53 contains 1072 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 553 members 
Mstep: Class 56 contains 1090 members 
Mstep: Class 57 contains 799 members 
Mstep: Class 58 contains 351 members 
Mstep: Class 59 contains 3917 members 
Mstep: Class 60 contains 713 members 
Mstep: Class 61 contains 306 members 
Mstep: Class 62 contains 350 members 
Mstep: Class 63 contains 522 members 
Mstep: Class 64 contains 975 members 
Mstep: Class 65 contains 634 members 
Mstep: Class 66 contains 681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147519360.000000 Penalty: 228955.437500
Iteration 165Q: 67 clusters Score -1.475194e+08 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 2524 members 
Mstep: Class 3 contains 4153 members 
Mstep: Class 4 contains 11972 members 
Mstep: Class 5 contains 2843 members 
Mstep: Class 6 contains 2535 members 
Mstep: Class 7 contains 376 members 
Mstep: Class 8 contains 7869 members 
Mstep: Class 9 contains 175646 members 
Mstep: Class 10 contains 8465 members 
Mstep: Class 11 contains 4258 members 
Mstep: Class 12 contains 23809 members 
Mstep: Class 13 contains 4013 members 
Mstep: Class 14 contains 6593 members 
Mstep: Class 15 contains 189150 members 
Mstep: Class 16 contains 219467 members 
Mstep: Class 17 contains 16810 members 
Mstep: Class 18 contains 30680 members 
Mstep: Class 19 contains 301 members 
Mstep: Class 20 contains 4186 members 
Mstep: Class 21 contains 23660 members 
Mstep: Class 22 contains 39783 members 
Mstep: Class 23 contains 4481 members 
Mstep: Class 24 contains 4877 members 
Mstep: Class 25 contains 38378 members 
Mstep: Class 26 contains 37231 members 
Mstep: Class 27 contains 6993 members 
Mstep: Class 28 contains 25937 members 
Mstep: Class 29 contains 7918 members 
Mstep: Class 30 contains 25211 members 
Mstep: Class 31 contains 6043 members 
Mstep: Class 32 contains 17918 members 
Mstep: Class 33 contains 638 members 
Mstep: Class 34 contains 11628 members 
Mstep: Class 35 contains 62923 members 
Mstep: Class 36 contains 26108 members 
Mstep: Class 37 contains 7320 members 
Mstep: Class 38 contains 511 members 
Mstep: Class 39 contains 3543 members 
Mstep: Class 40 contains 2915 members 
Mstep: Class 41 contains 15111 members 
Mstep: Class 42 contains 9066 members 
Mstep: Class 43 contains 501 members 
Mstep: Class 44 contains 2847 members 
Mstep: Class 45 contains 547 members 
Mstep: Class 46 contains 10558 members 
Mstep: Class 47 contains 275 members 
Mstep: Class 48 contains 27562 members 
Mstep: Class 49 contains 7135 members 
Mstep: Class 50 contains 335 members 
Mstep: Class 51 contains 23657 members 
Mstep: Class 52 contains 271 members 
Mstep: Class 53 contains 1072 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 552 members 
Mstep: Class 56 contains 1095 members 
Mstep: Class 57 contains 800 members 
Mstep: Class 58 contains 353 members 
Mstep: Class 59 contains 3918 members 
Mstep: Class 60 contains 721 members 
Mstep: Class 61 contains 306 members 
Mstep: Class 62 contains 350 members 
Mstep: Class 63 contains 540 members 
Mstep: Class 64 contains 967 members 
Mstep: Class 65 contains 632 members 
Mstep: Class 66 contains 679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147519184.000000 Penalty: 228955.437500
Iteration 166Q: 67 clusters Score -1.475192e+08 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 2524 members 
Mstep: Class 3 contains 4153 members 
Mstep: Class 4 contains 11972 members 
Mstep: Class 5 contains 2850 members 
Mstep: Class 6 contains 2535 members 
Mstep: Class 7 contains 376 members 
Mstep: Class 8 contains 7872 members 
Mstep: Class 9 contains 175610 members 
Mstep: Class 10 contains 8467 members 
Mstep: Class 11 contains 4260 members 
Mstep: Class 12 contains 23796 members 
Mstep: Class 13 contains 4013 members 
Mstep: Class 14 contains 6593 members 
Mstep: Class 15 contains 189011 members 
Mstep: Class 16 contains 219434 members 
Mstep: Class 17 contains 16772 members 
Mstep: Class 18 contains 30634 members 
Mstep: Class 19 contains 303 members 
Mstep: Class 20 contains 4185 members 
Mstep: Class 21 contains 23606 members 
Mstep: Class 22 contains 39796 members 
Mstep: Class 23 contains 4481 members 
Mstep: Class 24 contains 4867 members 
Mstep: Class 25 contains 38394 members 
Mstep: Class 26 contains 37247 members 
Mstep: Class 27 contains 6991 members 
Mstep: Class 28 contains 25933 members 
Mstep: Class 29 contains 7911 members 
Mstep: Class 30 contains 25196 members 
Mstep: Class 31 contains 6034 members 
Mstep: Class 32 contains 17907 members 
Mstep: Class 33 contains 639 members 
Mstep: Class 34 contains 11627 members 
Mstep: Class 35 contains 62899 members 
Mstep: Class 36 contains 26116 members 
Mstep: Class 37 contains 7320 members 
Mstep: Class 38 contains 511 members 
Mstep: Class 39 contains 3551 members 
Mstep: Class 40 contains 2916 members 
Mstep: Class 41 contains 15180 members 
Mstep: Class 42 contains 9141 members 
Mstep: Class 43 contains 500 members 
Mstep: Class 44 contains 2847 members 
Mstep: Class 45 contains 547 members 
Mstep: Class 46 contains 10551 members 
Mstep: Class 47 contains 275 members 
Mstep: Class 48 contains 27562 members 
Mstep: Class 49 contains 7151 members 
Mstep: Class 50 contains 335 members 
Mstep: Class 51 contains 23863 members 
Mstep: Class 52 contains 272 members 
Mstep: Class 53 contains 1072 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 558 members 
Mstep: Class 56 contains 1092 members 
Mstep: Class 57 contains 800 members 
Mstep: Class 58 contains 355 members 
Mstep: Class 59 contains 3914 members 
Mstep: Class 60 contains 726 members 
Mstep: Class 61 contains 306 members 
Mstep: Class 62 contains 349 members 
Mstep: Class 63 contains 549 members 
Mstep: Class 64 contains 961 members 
Mstep: Class 65 contains 630 members 
Mstep: Class 66 contains 677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147519360.000000 Penalty: 228955.437500
Iteration 167Q: 67 clusters Score -1.475194e+08 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 2524 members 
Mstep: Class 3 contains 4153 members 
Mstep: Class 4 contains 11970 members 
Mstep: Class 5 contains 2853 members 
Mstep: Class 6 contains 2535 members 
Mstep: Class 7 contains 376 members 
Mstep: Class 8 contains 7867 members 
Mstep: Class 9 contains 175587 members 
Mstep: Class 10 contains 8466 members 
Mstep: Class 11 contains 4258 members 
Mstep: Class 12 contains 23778 members 
Mstep: Class 13 contains 4013 members 
Mstep: Class 14 contains 6593 members 
Mstep: Class 15 contains 188902 members 
Mstep: Class 16 contains 219398 members 
Mstep: Class 17 contains 16743 members 
Mstep: Class 18 contains 30564 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 4185 members 
Mstep: Class 21 contains 23556 members 
Mstep: Class 22 contains 39806 members 
Mstep: Class 23 contains 4481 members 
Mstep: Class 24 contains 4856 members 
Mstep: Class 25 contains 38405 members 
Mstep: Class 26 contains 37260 members 
Mstep: Class 27 contains 6991 members 
Mstep: Class 28 contains 25935 members 
Mstep: Class 29 contains 7902 members 
Mstep: Class 30 contains 25190 members 
Mstep: Class 31 contains 6022 members 
Mstep: Class 32 contains 17901 members 
Mstep: Class 33 contains 639 members 
Mstep: Class 34 contains 11627 members 
Mstep: Class 35 contains 62873 members 
Mstep: Class 36 contains 26121 members 
Mstep: Class 37 contains 7321 members 
Mstep: Class 38 contains 511 members 
Mstep: Class 39 contains 3558 members 
Mstep: Class 40 contains 2918 members 
Mstep: Class 41 contains 15242 members 
Mstep: Class 42 contains 9218 members 
Mstep: Class 43 contains 499 members 
Mstep: Class 44 contains 2847 members 
Mstep: Class 45 contains 547 members 
Mstep: Class 46 contains 10540 members 
Mstep: Class 47 contains 275 members 
Mstep: Class 48 contains 27562 members 
Mstep: Class 49 contains 7174 members 
Mstep: Class 50 contains 335 members 
Mstep: Class 51 contains 24060 members 
Mstep: Class 52 contains 275 members 
Mstep: Class 53 contains 1072 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 561 members 
Mstep: Class 56 contains 1094 members 
Mstep: Class 57 contains 801 members 
Mstep: Class 58 contains 356 members 
Mstep: Class 59 contains 3910 members 
Mstep: Class 60 contains 726 members 
Mstep: Class 61 contains 306 members 
Mstep: Class 62 contains 350 members 
Mstep: Class 63 contains 564 members 
Mstep: Class 64 contains 954 members 
Mstep: Class 65 contains 630 members 
Mstep: Class 66 contains 675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147519376.000000 Penalty: 228955.437500
Iteration 168Q: 67 clusters Score -1.475194e+08 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 2524 members 
Mstep: Class 3 contains 4153 members 
Mstep: Class 4 contains 11969 members 
Mstep: Class 5 contains 2867 members 
Mstep: Class 6 contains 2535 members 
Mstep: Class 7 contains 376 members 
Mstep: Class 8 contains 7863 members 
Mstep: Class 9 contains 175575 members 
Mstep: Class 10 contains 8466 members 
Mstep: Class 11 contains 4257 members 
Mstep: Class 12 contains 23764 members 
Mstep: Class 13 contains 4011 members 
Mstep: Class 14 contains 6595 members 
Mstep: Class 15 contains 188782 members 
Mstep: Class 16 contains 219364 members 
Mstep: Class 17 contains 16704 members 
Mstep: Class 18 contains 30484 members 
Mstep: Class 19 contains 304 members 
Mstep: Class 20 contains 4185 members 
Mstep: Class 21 contains 23529 members 
Mstep: Class 22 contains 39798 members 
Mstep: Class 23 contains 4481 members 
Mstep: Class 24 contains 4839 members 
Mstep: Class 25 contains 38423 members 
Mstep: Class 26 contains 37275 members 
Mstep: Class 27 contains 6986 members 
Mstep: Class 28 contains 25929 members 
Mstep: Class 29 contains 7891 members 
Mstep: Class 30 contains 25178 members 
Mstep: Class 31 contains 6013 members 
Mstep: Class 32 contains 17889 members 
Mstep: Class 33 contains 639 members 
Mstep: Class 34 contains 11628 members 
Mstep: Class 35 contains 62859 members 
Mstep: Class 36 contains 26124 members 
Mstep: Class 37 contains 7322 members 
Mstep: Class 38 contains 512 members 
Mstep: Class 39 contains 3561 members 
Mstep: Class 40 contains 2918 members 
Mstep: Class 41 contains 15301 members 
Mstep: Class 42 contains 9312 members 
Mstep: Class 43 contains 498 members 
Mstep: Class 44 contains 2847 members 
Mstep: Class 45 contains 547 members 
Mstep: Class 46 contains 10533 members 
Mstep: Class 47 contains 275 members 
Mstep: Class 48 contains 27562 members 
Mstep: Class 49 contains 7191 members 
Mstep: Class 50 contains 335 members 
Mstep: Class 51 contains 24249 members 
Mstep: Class 52 contains 281 members 
Mstep: Class 53 contains 1071 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 564 members 
Mstep: Class 56 contains 1096 members 
Mstep: Class 57 contains 801 members 
Mstep: Class 58 contains 358 members 
Mstep: Class 59 contains 3905 members 
Mstep: Class 60 contains 728 members 
Mstep: Class 61 contains 306 members 
Mstep: Class 62 contains 350 members 
Mstep: Class 63 contains 580 members 
Mstep: Class 64 contains 949 members 
Mstep: Class 65 contains 629 members 
Mstep: Class 66 contains 675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147519376.000000 Penalty: 228955.437500
Iteration 169Q: 67 clusters Score -1.475194e+08 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 2524 members 
Mstep: Class 3 contains 4153 members 
Mstep: Class 4 contains 11967 members 
Mstep: Class 5 contains 2871 members 
Mstep: Class 6 contains 2535 members 
Mstep: Class 7 contains 376 members 
Mstep: Class 8 contains 7857 members 
Mstep: Class 9 contains 175546 members 
Mstep: Class 10 contains 8464 members 
Mstep: Class 11 contains 4258 members 
Mstep: Class 12 contains 23749 members 
Mstep: Class 13 contains 4010 members 
Mstep: Class 14 contains 6596 members 
Mstep: Class 15 contains 188653 members 
Mstep: Class 16 contains 219330 members 
Mstep: Class 17 contains 16661 members 
Mstep: Class 18 contains 30396 members 
Mstep: Class 19 contains 305 members 
Mstep: Class 20 contains 4185 members 
Mstep: Class 21 contains 23485 members 
Mstep: Class 22 contains 39799 members 
Mstep: Class 23 contains 4481 members 
Mstep: Class 24 contains 4821 members 
Mstep: Class 25 contains 38455 members 
Mstep: Class 26 contains 37293 members 
Mstep: Class 27 contains 6973 members 
Mstep: Class 28 contains 25933 members 
Mstep: Class 29 contains 7882 members 
Mstep: Class 30 contains 25173 members 
Mstep: Class 31 contains 6006 members 
Mstep: Class 32 contains 17878 members 
Mstep: Class 33 contains 639 members 
Mstep: Class 34 contains 11629 members 
Mstep: Class 35 contains 62837 members 
Mstep: Class 36 contains 26141 members 
Mstep: Class 37 contains 7322 members 
Mstep: Class 38 contains 512 members 
Mstep: Class 39 contains 3565 members 
Mstep: Class 40 contains 2918 members 
Mstep: Class 41 contains 15380 members 
Mstep: Class 42 contains 9421 members 
Mstep: Class 43 contains 497 members 
Mstep: Class 44 contains 2847 members 
Mstep: Class 45 contains 547 members 
Mstep: Class 46 contains 10530 members 
Mstep: Class 47 contains 276 members 
Mstep: Class 48 contains 27561 members 
Mstep: Class 49 contains 7209 members 
Mstep: Class 50 contains 334 members 
Mstep: Class 51 contains 24426 members 
Mstep: Class 52 contains 285 members 
Mstep: Class 53 contains 1065 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 563 members 
Mstep: Class 56 contains 1094 members 
Mstep: Class 57 contains 800 members 
Mstep: Class 58 contains 360 members 
Mstep: Class 59 contains 3897 members 
Mstep: Class 60 contains 729 members 
Mstep: Class 61 contains 306 members 
Mstep: Class 62 contains 350 members 
Mstep: Class 63 contains 612 members 
Mstep: Class 64 contains 944 members 
Mstep: Class 65 contains 629 members 
Mstep: Class 66 contains 675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147519424.000000 Penalty: 228955.437500
Iteration 170Q: 67 clusters Score -1.475194e+08 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 2524 members 
Mstep: Class 3 contains 4153 members 
Mstep: Class 4 contains 11970 members 
Mstep: Class 5 contains 2876 members 
Mstep: Class 6 contains 2535 members 
Mstep: Class 7 contains 376 members 
Mstep: Class 8 contains 7851 members 
Mstep: Class 9 contains 175530 members 
Mstep: Class 10 contains 8461 members 
Mstep: Class 11 contains 4258 members 
Mstep: Class 12 contains 23742 members 
Mstep: Class 13 contains 4009 members 
Mstep: Class 14 contains 6596 members 
Mstep: Class 15 contains 188520 members 
Mstep: Class 16 contains 219316 members 
Mstep: Class 17 contains 16628 members 
Mstep: Class 18 contains 30299 members 
Mstep: Class 19 contains 306 members 
Mstep: Class 20 contains 4185 members 
Mstep: Class 21 contains 23438 members 
Mstep: Class 22 contains 39789 members 
Mstep: Class 23 contains 4481 members 
Mstep: Class 24 contains 4789 members 
Mstep: Class 25 contains 38473 members 
Mstep: Class 26 contains 37299 members 
Mstep: Class 27 contains 6970 members 
Mstep: Class 28 contains 25931 members 
Mstep: Class 29 contains 7878 members 
Mstep: Class 30 contains 25172 members 
Mstep: Class 31 contains 5998 members 
Mstep: Class 32 contains 17878 members 
Mstep: Class 33 contains 639 members 
Mstep: Class 34 contains 11629 members 
Mstep: Class 35 contains 62806 members 
Mstep: Class 36 contains 26155 members 
Mstep: Class 37 contains 7322 members 
Mstep: Class 38 contains 512 members 
Mstep: Class 39 contains 3565 members 
Mstep: Class 40 contains 2917 members 
Mstep: Class 41 contains 15450 members 
Mstep: Class 42 contains 9519 members 
Mstep: Class 43 contains 497 members 
Mstep: Class 44 contains 2847 members 
Mstep: Class 45 contains 547 members 
Mstep: Class 46 contains 10528 members 
Mstep: Class 47 contains 276 members 
Mstep: Class 48 contains 27562 members 
Mstep: Class 49 contains 7236 members 
Mstep: Class 50 contains 330 members 
Mstep: Class 51 contains 24601 members 
Mstep: Class 52 contains 290 members 
Mstep: Class 53 contains 1060 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 560 members 
Mstep: Class 56 contains 1094 members 
Mstep: Class 57 contains 801 members 
Mstep: Class 58 contains 362 members 
Mstep: Class 59 contains 3894 members 
Mstep: Class 60 contains 731 members 
Mstep: Class 61 contains 306 members 
Mstep: Class 62 contains 351 members 
Mstep: Class 63 contains 652 members 
Mstep: Class 64 contains 937 members 
Mstep: Class 65 contains 630 members 
Mstep: Class 66 contains 676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147519536.000000 Penalty: 228955.437500
Iteration 171Q: 67 clusters Score -1.475195e+08 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 2524 members 
Mstep: Class 3 contains 4153 members 
Mstep: Class 4 contains 11969 members 
Mstep: Class 5 contains 2881 members 
Mstep: Class 6 contains 2535 members 
Mstep: Class 7 contains 376 members 
Mstep: Class 8 contains 7841 members 
Mstep: Class 9 contains 175514 members 
Mstep: Class 10 contains 8462 members 
Mstep: Class 11 contains 4256 members 
Mstep: Class 12 contains 23735 members 
Mstep: Class 13 contains 4010 members 
Mstep: Class 14 contains 6597 members 
Mstep: Class 15 contains 188396 members 
Mstep: Class 16 contains 219307 members 
Mstep: Class 17 contains 16598 members 
Mstep: Class 18 contains 30213 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 4185 members 
Mstep: Class 21 contains 23402 members 
Mstep: Class 22 contains 39790 members 
Mstep: Class 23 contains 4481 members 
Mstep: Class 24 contains 4740 members 
Mstep: Class 25 contains 38488 members 
Mstep: Class 26 contains 37306 members 
Mstep: Class 27 contains 6963 members 
Mstep: Class 28 contains 25940 members 
Mstep: Class 29 contains 7875 members 
Mstep: Class 30 contains 25164 members 
Mstep: Class 31 contains 5992 members 
Mstep: Class 32 contains 17861 members 
Mstep: Class 33 contains 639 members 
Mstep: Class 34 contains 11630 members 
Mstep: Class 35 contains 62778 members 
Mstep: Class 36 contains 26159 members 
Mstep: Class 37 contains 7322 members 
Mstep: Class 38 contains 512 members 
Mstep: Class 39 contains 3566 members 
Mstep: Class 40 contains 2918 members 
Mstep: Class 41 contains 15508 members 
Mstep: Class 42 contains 9606 members 
Mstep: Class 43 contains 497 members 
Mstep: Class 44 contains 2847 members 
Mstep: Class 45 contains 547 members 
Mstep: Class 46 contains 10524 members 
Mstep: Class 47 contains 276 members 
Mstep: Class 48 contains 27560 members 
Mstep: Class 49 contains 7265 members 
Mstep: Class 50 contains 328 members 
Mstep: Class 51 contains 24772 members 
Mstep: Class 52 contains 292 members 
Mstep: Class 53 contains 1055 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 559 members 
Mstep: Class 56 contains 1096 members 
Mstep: Class 57 contains 802 members 
Mstep: Class 58 contains 364 members 
Mstep: Class 59 contains 3892 members 
Mstep: Class 60 contains 731 members 
Mstep: Class 61 contains 306 members 
Mstep: Class 62 contains 353 members 
Mstep: Class 63 contains 704 members 
Mstep: Class 64 contains 933 members 
Mstep: Class 65 contains 633 members 
Mstep: Class 66 contains 676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147520128.000000 Penalty: 228955.437500
Iteration 172Q: 67 clusters Score -1.475201e+08 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 2524 members 
Mstep: Class 3 contains 4153 members 
Mstep: Class 4 contains 11966 members 
Mstep: Class 5 contains 2886 members 
Mstep: Class 6 contains 2535 members 
Mstep: Class 7 contains 376 members 
Mstep: Class 8 contains 7828 members 
Mstep: Class 9 contains 175486 members 
Mstep: Class 10 contains 8461 members 
Mstep: Class 11 contains 4257 members 
Mstep: Class 12 contains 23733 members 
Mstep: Class 13 contains 4010 members 
Mstep: Class 14 contains 6598 members 
Mstep: Class 15 contains 188285 members 
Mstep: Class 16 contains 219305 members 
Mstep: Class 17 contains 16569 members 
Mstep: Class 18 contains 30114 members 
Mstep: Class 19 contains 311 members 
Mstep: Class 20 contains 4185 members 
Mstep: Class 21 contains 23379 members 
Mstep: Class 22 contains 39798 members 
Mstep: Class 23 contains 4481 members 
Mstep: Class 24 contains 4706 members 
Mstep: Class 25 contains 38490 members 
Mstep: Class 26 contains 37309 members 
Mstep: Class 27 contains 6956 members 
Mstep: Class 28 contains 25950 members 
Mstep: Class 29 contains 7875 members 
Mstep: Class 30 contains 25160 members 
Mstep: Class 31 contains 5983 members 
Mstep: Class 32 contains 17855 members 
Mstep: Class 33 contains 639 members 
Mstep: Class 34 contains 11631 members 
Mstep: Class 35 contains 62750 members 
Mstep: Class 36 contains 26172 members 
Mstep: Class 37 contains 7322 members 
Mstep: Class 38 contains 515 members 
Mstep: Class 39 contains 3567 members 
Mstep: Class 40 contains 2920 members 
Mstep: Class 41 contains 15550 members 
Mstep: Class 42 contains 9702 members 
Mstep: Class 43 contains 497 members 
Mstep: Class 44 contains 2847 members 
Mstep: Class 45 contains 548 members 
Mstep: Class 46 contains 10522 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27559 members 
Mstep: Class 49 contains 7288 members 
Mstep: Class 50 contains 328 members 
Mstep: Class 51 contains 24931 members 
Mstep: Class 52 contains 292 members 
Mstep: Class 53 contains 1049 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 554 members 
Mstep: Class 56 contains 1096 members 
Mstep: Class 57 contains 803 members 
Mstep: Class 58 contains 365 members 
Mstep: Class 59 contains 3875 members 
Mstep: Class 60 contains 731 members 
Mstep: Class 61 contains 306 members 
Mstep: Class 62 contains 354 members 
Mstep: Class 63 contains 752 members 
Mstep: Class 64 contains 932 members 
Mstep: Class 65 contains 636 members 
Mstep: Class 66 contains 676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147520144.000000 Penalty: 228955.437500
Iteration 173Q: 67 clusters Score -1.475201e+08 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 2524 members 
Mstep: Class 3 contains 4153 members 
Mstep: Class 4 contains 11966 members 
Mstep: Class 5 contains 2890 members 
Mstep: Class 6 contains 2535 members 
Mstep: Class 7 contains 376 members 
Mstep: Class 8 contains 7816 members 
Mstep: Class 9 contains 175463 members 
Mstep: Class 10 contains 8458 members 
Mstep: Class 11 contains 4256 members 
Mstep: Class 12 contains 23724 members 
Mstep: Class 13 contains 4009 members 
Mstep: Class 14 contains 6598 members 
Mstep: Class 15 contains 188166 members 
Mstep: Class 16 contains 219304 members 
Mstep: Class 17 contains 16552 members 
Mstep: Class 18 contains 30022 members 
Mstep: Class 19 contains 314 members 
Mstep: Class 20 contains 4185 members 
Mstep: Class 21 contains 23352 members 
Mstep: Class 22 contains 39815 members 
Mstep: Class 23 contains 4481 members 
Mstep: Class 24 contains 4672 members 
Mstep: Class 25 contains 38514 members 
Mstep: Class 26 contains 37316 members 
Mstep: Class 27 contains 6954 members 
Mstep: Class 28 contains 25957 members 
Mstep: Class 29 contains 7876 members 
Mstep: Class 30 contains 25159 members 
Mstep: Class 31 contains 5976 members 
Mstep: Class 32 contains 17840 members 
Mstep: Class 33 contains 639 members 
Mstep: Class 34 contains 11632 members 
Mstep: Class 35 contains 62722 members 
Mstep: Class 36 contains 26180 members 
Mstep: Class 37 contains 7321 members 
Mstep: Class 38 contains 516 members 
Mstep: Class 39 contains 3570 members 
Mstep: Class 40 contains 2920 members 
Mstep: Class 41 contains 15607 members 
Mstep: Class 42 contains 9775 members 
Mstep: Class 43 contains 497 members 
Mstep: Class 44 contains 2847 members 
Mstep: Class 45 contains 548 members 
Mstep: Class 46 contains 10522 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27558 members 
Mstep: Class 49 contains 7304 members 
Mstep: Class 50 contains 327 members 
Mstep: Class 51 contains 25071 members 
Mstep: Class 52 contains 291 members 
Mstep: Class 53 contains 1044 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 552 members 
Mstep: Class 56 contains 1096 members 
Mstep: Class 57 contains 807 members 
Mstep: Class 58 contains 369 members 
Mstep: Class 59 contains 3850 members 
Mstep: Class 60 contains 730 members 
Mstep: Class 61 contains 306 members 
Mstep: Class 62 contains 354 members 
Mstep: Class 63 contains 816 members 
Mstep: Class 64 contains 926 members 
Mstep: Class 65 contains 636 members 
Mstep: Class 66 contains 675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147520592.000000 Penalty: 228955.437500
Iteration 174Q: 67 clusters Score -1.475206e+08 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 2524 members 
Mstep: Class 3 contains 4153 members 
Mstep: Class 4 contains 11972 members 
Mstep: Class 5 contains 2891 members 
Mstep: Class 6 contains 2535 members 
Mstep: Class 7 contains 376 members 
Mstep: Class 8 contains 7804 members 
Mstep: Class 9 contains 175427 members 
Mstep: Class 10 contains 8459 members 
Mstep: Class 11 contains 4254 members 
Mstep: Class 12 contains 23719 members 
Mstep: Class 13 contains 4008 members 
Mstep: Class 14 contains 6598 members 
Mstep: Class 15 contains 188085 members 
Mstep: Class 16 contains 219299 members 
Mstep: Class 17 contains 16526 members 
Mstep: Class 18 contains 29916 members 
Mstep: Class 19 contains 314 members 
Mstep: Class 20 contains 4185 members 
Mstep: Class 21 contains 23323 members 
Mstep: Class 22 contains 39829 members 
Mstep: Class 23 contains 4481 members 
Mstep: Class 24 contains 4624 members 
Mstep: Class 25 contains 38552 members 
Mstep: Class 26 contains 37321 members 
Mstep: Class 27 contains 6954 members 
Mstep: Class 28 contains 25955 members 
Mstep: Class 29 contains 7876 members 
Mstep: Class 30 contains 25145 members 
Mstep: Class 31 contains 5971 members 
Mstep: Class 32 contains 17839 members 
Mstep: Class 33 contains 639 members 
Mstep: Class 34 contains 11634 members 
Mstep: Class 35 contains 62700 members 
Mstep: Class 36 contains 26189 members 
Mstep: Class 37 contains 7322 members 
Mstep: Class 38 contains 516 members 
Mstep: Class 39 contains 3572 members 
Mstep: Class 40 contains 2920 members 
Mstep: Class 41 contains 15647 members 
Mstep: Class 42 contains 9861 members 
Mstep: Class 43 contains 497 members 
Mstep: Class 44 contains 2847 members 
Mstep: Class 45 contains 548 members 
Mstep: Class 46 contains 10521 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27558 members 
Mstep: Class 49 contains 7319 members 
Mstep: Class 50 contains 327 members 
Mstep: Class 51 contains 25197 members 
Mstep: Class 52 contains 290 members 
Mstep: Class 53 contains 1040 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 547 members 
Mstep: Class 56 contains 1097 members 
Mstep: Class 57 contains 809 members 
Mstep: Class 58 contains 371 members 
Mstep: Class 59 contains 3838 members 
Mstep: Class 60 contains 731 members 
Mstep: Class 61 contains 306 members 
Mstep: Class 62 contains 354 members 
Mstep: Class 63 contains 893 members 
Mstep: Class 64 contains 918 members 
Mstep: Class 65 contains 633 members 
Mstep: Class 66 contains 674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147520768.000000 Penalty: 228955.437500
Iteration 175Q: 67 clusters Score -1.475208e+08 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 2524 members 
Mstep: Class 3 contains 4152 members 
Mstep: Class 4 contains 11973 members 
Mstep: Class 5 contains 2890 members 
Mstep: Class 6 contains 2535 members 
Mstep: Class 7 contains 376 members 
Mstep: Class 8 contains 7788 members 
Mstep: Class 9 contains 175411 members 
Mstep: Class 10 contains 8465 members 
Mstep: Class 11 contains 4253 members 
Mstep: Class 12 contains 23719 members 
Mstep: Class 13 contains 4008 members 
Mstep: Class 14 contains 6598 members 
Mstep: Class 15 contains 188037 members 
Mstep: Class 16 contains 219300 members 
Mstep: Class 17 contains 16505 members 
Mstep: Class 18 contains 29815 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 4185 members 
Mstep: Class 21 contains 23301 members 
Mstep: Class 22 contains 39853 members 
Mstep: Class 23 contains 4481 members 
Mstep: Class 24 contains 4585 members 
Mstep: Class 25 contains 38572 members 
Mstep: Class 26 contains 37328 members 
Mstep: Class 27 contains 6948 members 
Mstep: Class 28 contains 25950 members 
Mstep: Class 29 contains 7872 members 
Mstep: Class 30 contains 25131 members 
Mstep: Class 31 contains 5957 members 
Mstep: Class 32 contains 17833 members 
Mstep: Class 33 contains 639 members 
Mstep: Class 34 contains 11634 members 
Mstep: Class 35 contains 62669 members 
Mstep: Class 36 contains 26202 members 
Mstep: Class 37 contains 7324 members 
Mstep: Class 38 contains 516 members 
Mstep: Class 39 contains 3573 members 
Mstep: Class 40 contains 2920 members 
Mstep: Class 41 contains 15680 members 
Mstep: Class 42 contains 9949 members 
Mstep: Class 43 contains 497 members 
Mstep: Class 44 contains 2847 members 
Mstep: Class 45 contains 548 members 
Mstep: Class 46 contains 10518 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27558 members 
Mstep: Class 49 contains 7330 members 
Mstep: Class 50 contains 326 members 
Mstep: Class 51 contains 25297 members 
Mstep: Class 52 contains 287 members 
Mstep: Class 53 contains 1038 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 539 members 
Mstep: Class 56 contains 1099 members 
Mstep: Class 57 contains 810 members 
Mstep: Class 58 contains 372 members 
Mstep: Class 59 contains 3827 members 
Mstep: Class 60 contains 729 members 
Mstep: Class 61 contains 306 members 
Mstep: Class 62 contains 352 members 
Mstep: Class 63 contains 965 members 
Mstep: Class 64 contains 911 members 
Mstep: Class 65 contains 632 members 
Mstep: Class 66 contains 674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147521120.000000 Penalty: 228955.437500
Iteration 176Q: 67 clusters Score -1.475211e+08 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 2524 members 
Mstep: Class 3 contains 4152 members 
Mstep: Class 4 contains 11972 members 
Mstep: Class 5 contains 2892 members 
Mstep: Class 6 contains 2535 members 
Mstep: Class 7 contains 376 members 
Mstep: Class 8 contains 7770 members 
Mstep: Class 9 contains 175372 members 
Mstep: Class 10 contains 8467 members 
Mstep: Class 11 contains 4254 members 
Mstep: Class 12 contains 23717 members 
Mstep: Class 13 contains 4009 members 
Mstep: Class 14 contains 6599 members 
Mstep: Class 15 contains 187959 members 
Mstep: Class 16 contains 219312 members 
Mstep: Class 17 contains 16485 members 
Mstep: Class 18 contains 29704 members 
Mstep: Class 19 contains 319 members 
Mstep: Class 20 contains 4185 members 
Mstep: Class 21 contains 23275 members 
Mstep: Class 22 contains 39863 members 
Mstep: Class 23 contains 4482 members 
Mstep: Class 24 contains 4554 members 
Mstep: Class 25 contains 38613 members 
Mstep: Class 26 contains 37341 members 
Mstep: Class 27 contains 6943 members 
Mstep: Class 28 contains 25955 members 
Mstep: Class 29 contains 7868 members 
Mstep: Class 30 contains 25112 members 
Mstep: Class 31 contains 5949 members 
Mstep: Class 32 contains 17828 members 
Mstep: Class 33 contains 643 members 
Mstep: Class 34 contains 11631 members 
Mstep: Class 35 contains 62642 members 
Mstep: Class 36 contains 26209 members 
Mstep: Class 37 contains 7324 members 
Mstep: Class 38 contains 517 members 
Mstep: Class 39 contains 3574 members 
Mstep: Class 40 contains 2920 members 
Mstep: Class 41 contains 15734 members 
Mstep: Class 42 contains 10038 members 
Mstep: Class 43 contains 497 members 
Mstep: Class 44 contains 2847 members 
Mstep: Class 45 contains 548 members 
Mstep: Class 46 contains 10514 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27561 members 
Mstep: Class 49 contains 7355 members 
Mstep: Class 50 contains 326 members 
Mstep: Class 51 contains 25396 members 
Mstep: Class 52 contains 286 members 
Mstep: Class 53 contains 1027 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 535 members 
Mstep: Class 56 contains 1101 members 
Mstep: Class 57 contains 811 members 
Mstep: Class 58 contains 372 members 
Mstep: Class 59 contains 3818 members 
Mstep: Class 60 contains 730 members 
Mstep: Class 61 contains 306 members 
Mstep: Class 62 contains 351 members 
Mstep: Class 63 contains 1020 members 
Mstep: Class 64 contains 906 members 
Mstep: Class 65 contains 631 members 
Mstep: Class 66 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147521808.000000 Penalty: 228955.437500
Iteration 177Q: 67 clusters Score -1.475218e+08 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 2524 members 
Mstep: Class 3 contains 4152 members 
Mstep: Class 4 contains 11970 members 
Mstep: Class 5 contains 2895 members 
Mstep: Class 6 contains 2536 members 
Mstep: Class 7 contains 376 members 
Mstep: Class 8 contains 7760 members 
Mstep: Class 9 contains 175334 members 
Mstep: Class 10 contains 8467 members 
Mstep: Class 11 contains 4256 members 
Mstep: Class 12 contains 23716 members 
Mstep: Class 13 contains 4009 members 
Mstep: Class 14 contains 6599 members 
Mstep: Class 15 contains 187857 members 
Mstep: Class 16 contains 219329 members 
Mstep: Class 17 contains 16468 members 
Mstep: Class 18 contains 29591 members 
Mstep: Class 19 contains 319 members 
Mstep: Class 20 contains 4185 members 
Mstep: Class 21 contains 23246 members 
Mstep: Class 22 contains 39875 members 
Mstep: Class 23 contains 4482 members 
Mstep: Class 24 contains 4526 members 
Mstep: Class 25 contains 38648 members 
Mstep: Class 26 contains 37352 members 
Mstep: Class 27 contains 6936 members 
Mstep: Class 28 contains 25962 members 
Mstep: Class 29 contains 7863 members 
Mstep: Class 30 contains 25100 members 
Mstep: Class 31 contains 5942 members 
Mstep: Class 32 contains 17826 members 
Mstep: Class 33 contains 643 members 
Mstep: Class 34 contains 11631 members 
Mstep: Class 35 contains 62620 members 
Mstep: Class 36 contains 26222 members 
Mstep: Class 37 contains 7324 members 
Mstep: Class 38 contains 517 members 
Mstep: Class 39 contains 3574 members 
Mstep: Class 40 contains 2920 members 
Mstep: Class 41 contains 15774 members 
Mstep: Class 42 contains 10129 members 
Mstep: Class 43 contains 497 members 
Mstep: Class 44 contains 2847 members 
Mstep: Class 45 contains 547 members 
Mstep: Class 46 contains 10509 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27563 members 
Mstep: Class 49 contains 7382 members 
Mstep: Class 50 contains 326 members 
Mstep: Class 51 contains 25504 members 
Mstep: Class 52 contains 287 members 
Mstep: Class 53 contains 1018 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 533 members 
Mstep: Class 56 contains 1104 members 
Mstep: Class 57 contains 812 members 
Mstep: Class 58 contains 375 members 
Mstep: Class 59 contains 3807 members 
Mstep: Class 60 contains 730 members 
Mstep: Class 61 contains 306 members 
Mstep: Class 62 contains 351 members 
Mstep: Class 63 contains 1072 members 
Mstep: Class 64 contains 903 members 
Mstep: Class 65 contains 629 members 
Mstep: Class 66 contains 672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147522144.000000 Penalty: 228955.437500
Iteration 178Q: 67 clusters Score -1.475221e+08 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 2524 members 
Mstep: Class 3 contains 4151 members 
Mstep: Class 4 contains 11968 members 
Mstep: Class 5 contains 2898 members 
Mstep: Class 6 contains 2537 members 
Mstep: Class 7 contains 376 members 
Mstep: Class 8 contains 7753 members 
Mstep: Class 9 contains 175295 members 
Mstep: Class 10 contains 8463 members 
Mstep: Class 11 contains 4257 members 
Mstep: Class 12 contains 23711 members 
Mstep: Class 13 contains 4009 members 
Mstep: Class 14 contains 6600 members 
Mstep: Class 15 contains 187765 members 
Mstep: Class 16 contains 219341 members 
Mstep: Class 17 contains 16451 members 
Mstep: Class 18 contains 29493 members 
Mstep: Class 19 contains 322 members 
Mstep: Class 20 contains 4185 members 
Mstep: Class 21 contains 23225 members 
Mstep: Class 22 contains 39877 members 
Mstep: Class 23 contains 4482 members 
Mstep: Class 24 contains 4509 members 
Mstep: Class 25 contains 38676 members 
Mstep: Class 26 contains 37362 members 
Mstep: Class 27 contains 6937 members 
Mstep: Class 28 contains 25972 members 
Mstep: Class 29 contains 7859 members 
Mstep: Class 30 contains 25092 members 
Mstep: Class 31 contains 5936 members 
Mstep: Class 32 contains 17821 members 
Mstep: Class 33 contains 643 members 
Mstep: Class 34 contains 11631 members 
Mstep: Class 35 contains 62597 members 
Mstep: Class 36 contains 26239 members 
Mstep: Class 37 contains 7324 members 
Mstep: Class 38 contains 516 members 
Mstep: Class 39 contains 3574 members 
Mstep: Class 40 contains 2920 members 
Mstep: Class 41 contains 15824 members 
Mstep: Class 42 contains 10205 members 
Mstep: Class 43 contains 497 members 
Mstep: Class 44 contains 2847 members 
Mstep: Class 45 contains 547 members 
Mstep: Class 46 contains 10506 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27563 members 
Mstep: Class 49 contains 7399 members 
Mstep: Class 50 contains 326 members 
Mstep: Class 51 contains 25607 members 
Mstep: Class 52 contains 288 members 
Mstep: Class 53 contains 1007 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 531 members 
Mstep: Class 56 contains 1106 members 
Mstep: Class 57 contains 813 members 
Mstep: Class 58 contains 375 members 
Mstep: Class 59 contains 3798 members 
Mstep: Class 60 contains 730 members 
Mstep: Class 61 contains 306 members 
Mstep: Class 62 contains 351 members 
Mstep: Class 63 contains 1109 members 
Mstep: Class 64 contains 902 members 
Mstep: Class 65 contains 630 members 
Mstep: Class 66 contains 671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147522240.000000 Penalty: 228955.437500
Iteration 179Q: 67 clusters Score -1.475222e+08 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 2524 members 
Mstep: Class 3 contains 4151 members 
Mstep: Class 4 contains 11965 members 
Mstep: Class 5 contains 2900 members 
Mstep: Class 6 contains 2537 members 
Mstep: Class 7 contains 376 members 
Mstep: Class 8 contains 7746 members 
Mstep: Class 9 contains 175262 members 
Mstep: Class 10 contains 8462 members 
Mstep: Class 11 contains 4259 members 
Mstep: Class 12 contains 23702 members 
Mstep: Class 13 contains 4008 members 
Mstep: Class 14 contains 6599 members 
Mstep: Class 15 contains 187679 members 
Mstep: Class 16 contains 219355 members 
Mstep: Class 17 contains 16434 members 
Mstep: Class 18 contains 29403 members 
Mstep: Class 19 contains 323 members 
Mstep: Class 20 contains 4185 members 
Mstep: Class 21 contains 23215 members 
Mstep: Class 22 contains 39875 members 
Mstep: Class 23 contains 4482 members 
Mstep: Class 24 contains 4490 members 
Mstep: Class 25 contains 38699 members 
Mstep: Class 26 contains 37368 members 
Mstep: Class 27 contains 6937 members 
Mstep: Class 28 contains 25977 members 
Mstep: Class 29 contains 7858 members 
Mstep: Class 30 contains 25081 members 
Mstep: Class 31 contains 5935 members 
Mstep: Class 32 contains 17819 members 
Mstep: Class 33 contains 643 members 
Mstep: Class 34 contains 11631 members 
Mstep: Class 35 contains 62576 members 
Mstep: Class 36 contains 26246 members 
Mstep: Class 37 contains 7323 members 
Mstep: Class 38 contains 518 members 
Mstep: Class 39 contains 3574 members 
Mstep: Class 40 contains 2920 members 
Mstep: Class 41 contains 15868 members 
Mstep: Class 42 contains 10283 members 
Mstep: Class 43 contains 497 members 
Mstep: Class 44 contains 2847 members 
Mstep: Class 45 contains 547 members 
Mstep: Class 46 contains 10504 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27562 members 
Mstep: Class 49 contains 7413 members 
Mstep: Class 50 contains 326 members 
Mstep: Class 51 contains 25710 members 
Mstep: Class 52 contains 289 members 
Mstep: Class 53 contains 1005 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 530 members 
Mstep: Class 56 contains 1108 members 
Mstep: Class 57 contains 813 members 
Mstep: Class 58 contains 376 members 
Mstep: Class 59 contains 3795 members 
Mstep: Class 60 contains 729 members 
Mstep: Class 61 contains 306 members 
Mstep: Class 62 contains 351 members 
Mstep: Class 63 contains 1133 members 
Mstep: Class 64 contains 900 members 
Mstep: Class 65 contains 628 members 
Mstep: Class 66 contains 672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147522352.000000 Penalty: 228955.437500
Iteration 180F: 67 clusters Score -1.475224e+08 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 2524 members 
Mstep: Class 3 contains 4151 members 
Mstep: Class 4 contains 11966 members 
Mstep: Class 5 contains 2902 members 
Mstep: Class 6 contains 2537 members 
Mstep: Class 7 contains 376 members 
Mstep: Class 8 contains 7741 members 
Mstep: Class 9 contains 175229 members 
Mstep: Class 10 contains 8462 members 
Mstep: Class 11 contains 4258 members 
Mstep: Class 12 contains 23692 members 
Mstep: Class 13 contains 4008 members 
Mstep: Class 14 contains 6599 members 
Mstep: Class 15 contains 187611 members 
Mstep: Class 16 contains 219357 members 
Mstep: Class 17 contains 16417 members 
Mstep: Class 18 contains 29324 members 
Mstep: Class 19 contains 324 members 
Mstep: Class 20 contains 4185 members 
Mstep: Class 21 contains 23178 members 
Mstep: Class 22 contains 39884 members 
Mstep: Class 23 contains 4482 members 
Mstep: Class 24 contains 4454 members 
Mstep: Class 25 contains 38733 members 
Mstep: Class 26 contains 37376 members 
Mstep: Class 27 contains 6932 members 
Mstep: Class 28 contains 25983 members 
Mstep: Class 29 contains 7857 members 
Mstep: Class 30 contains 25070 members 
Mstep: Class 31 contains 5935 members 
Mstep: Class 32 contains 17818 members 
Mstep: Class 33 contains 643 members 
Mstep: Class 34 contains 11632 members 
Mstep: Class 35 contains 62561 members 
Mstep: Class 36 contains 26253 members 
Mstep: Class 37 contains 7323 members 
Mstep: Class 38 contains 522 members 
Mstep: Class 39 contains 3574 members 
Mstep: Class 40 contains 2921 members 
Mstep: Class 41 contains 15914 members 
Mstep: Class 42 contains 10338 members 
Mstep: Class 43 contains 496 members 
Mstep: Class 44 contains 2847 members 
Mstep: Class 45 contains 547 members 
Mstep: Class 46 contains 10499 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27562 members 
Mstep: Class 49 contains 7427 members 
Mstep: Class 50 contains 324 members 
Mstep: Class 51 contains 25810 members 
Mstep: Class 52 contains 289 members 
Mstep: Class 53 contains 1005 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 529 members 
Mstep: Class 56 contains 1109 members 
Mstep: Class 57 contains 814 members 
Mstep: Class 58 contains 376 members 
Mstep: Class 59 contains 3768 members 
Mstep: Class 60 contains 727 members 
Mstep: Class 61 contains 306 members 
Mstep: Class 62 contains 350 members 
Mstep: Class 63 contains 1213 members 
Mstep: Class 64 contains 890 members 
Mstep: Class 65 contains 622 members 
Mstep: Class 66 contains 672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147522624.000000 Penalty: 228955.437500
Iteration 181Q: 67 clusters Score -1.475226e+08 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 2524 members 
Mstep: Class 3 contains 4151 members 
Mstep: Class 4 contains 11969 members 
Mstep: Class 5 contains 2909 members 
Mstep: Class 6 contains 2537 members 
Mstep: Class 7 contains 376 members 
Mstep: Class 8 contains 7739 members 
Mstep: Class 9 contains 175185 members 
Mstep: Class 10 contains 8465 members 
Mstep: Class 11 contains 4256 members 
Mstep: Class 12 contains 23679 members 
Mstep: Class 13 contains 4008 members 
Mstep: Class 14 contains 6599 members 
Mstep: Class 15 contains 187543 members 
Mstep: Class 16 contains 219351 members 
Mstep: Class 17 contains 16395 members 
Mstep: Class 18 contains 29264 members 
Mstep: Class 19 contains 324 members 
Mstep: Class 20 contains 4185 members 
Mstep: Class 21 contains 23150 members 
Mstep: Class 22 contains 39902 members 
Mstep: Class 23 contains 4482 members 
Mstep: Class 24 contains 4432 members 
Mstep: Class 25 contains 38759 members 
Mstep: Class 26 contains 37379 members 
Mstep: Class 27 contains 6925 members 
Mstep: Class 28 contains 25988 members 
Mstep: Class 29 contains 7856 members 
Mstep: Class 30 contains 25068 members 
Mstep: Class 31 contains 5930 members 
Mstep: Class 32 contains 17815 members 
Mstep: Class 33 contains 643 members 
Mstep: Class 34 contains 11631 members 
Mstep: Class 35 contains 62546 members 
Mstep: Class 36 contains 26260 members 
Mstep: Class 37 contains 7322 members 
Mstep: Class 38 contains 525 members 
Mstep: Class 39 contains 3574 members 
Mstep: Class 40 contains 2922 members 
Mstep: Class 41 contains 15959 members 
Mstep: Class 42 contains 10393 members 
Mstep: Class 43 contains 497 members 
Mstep: Class 44 contains 2847 members 
Mstep: Class 45 contains 547 members 
Mstep: Class 46 contains 10498 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27563 members 
Mstep: Class 49 contains 7440 members 
Mstep: Class 50 contains 323 members 
Mstep: Class 51 contains 25904 members 
Mstep: Class 52 contains 289 members 
Mstep: Class 53 contains 1000 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 529 members 
Mstep: Class 56 contains 1110 members 
Mstep: Class 57 contains 815 members 
Mstep: Class 58 contains 377 members 
Mstep: Class 59 contains 3750 members 
Mstep: Class 60 contains 723 members 
Mstep: Class 61 contains 306 members 
Mstep: Class 62 contains 350 members 
Mstep: Class 63 contains 1275 members 
Mstep: Class 64 contains 878 members 
Mstep: Class 65 contains 617 members 
Mstep: Class 66 contains 672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147522992.000000 Penalty: 228955.437500
Iteration 182Q: 67 clusters Score -1.47523e+08 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 2524 members 
Mstep: Class 3 contains 4151 members 
Mstep: Class 4 contains 11968 members 
Mstep: Class 5 contains 2912 members 
Mstep: Class 6 contains 2537 members 
Mstep: Class 7 contains 376 members 
Mstep: Class 8 contains 7738 members 
Mstep: Class 9 contains 175145 members 
Mstep: Class 10 contains 8466 members 
Mstep: Class 11 contains 4256 members 
Mstep: Class 12 contains 23662 members 
Mstep: Class 13 contains 4008 members 
Mstep: Class 14 contains 6600 members 
Mstep: Class 15 contains 187494 members 
Mstep: Class 16 contains 219341 members 
Mstep: Class 17 contains 16369 members 
Mstep: Class 18 contains 29208 members 
Mstep: Class 19 contains 326 members 
Mstep: Class 20 contains 4185 members 
Mstep: Class 21 contains 23123 members 
Mstep: Class 22 contains 39929 members 
Mstep: Class 23 contains 4482 members 
Mstep: Class 24 contains 4412 members 
Mstep: Class 25 contains 38794 members 
Mstep: Class 26 contains 37385 members 
Mstep: Class 27 contains 6920 members 
Mstep: Class 28 contains 25995 members 
Mstep: Class 29 contains 7856 members 
Mstep: Class 30 contains 25051 members 
Mstep: Class 31 contains 5924 members 
Mstep: Class 32 contains 17812 members 
Mstep: Class 33 contains 643 members 
Mstep: Class 34 contains 11634 members 
Mstep: Class 35 contains 62528 members 
Mstep: Class 36 contains 26270 members 
Mstep: Class 37 contains 7321 members 
Mstep: Class 38 contains 526 members 
Mstep: Class 39 contains 3574 members 
Mstep: Class 40 contains 2922 members 
Mstep: Class 41 contains 16002 members 
Mstep: Class 42 contains 10435 members 
Mstep: Class 43 contains 496 members 
Mstep: Class 44 contains 2847 members 
Mstep: Class 45 contains 546 members 
Mstep: Class 46 contains 10499 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27563 members 
Mstep: Class 49 contains 7453 members 
Mstep: Class 50 contains 322 members 
Mstep: Class 51 contains 25989 members 
Mstep: Class 52 contains 288 members 
Mstep: Class 53 contains 996 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 531 members 
Mstep: Class 56 contains 1110 members 
Mstep: Class 57 contains 816 members 
Mstep: Class 58 contains 378 members 
Mstep: Class 59 contains 3728 members 
Mstep: Class 60 contains 723 members 
Mstep: Class 61 contains 306 members 
Mstep: Class 62 contains 348 members 
Mstep: Class 63 contains 1326 members 
Mstep: Class 64 contains 876 members 
Mstep: Class 65 contains 614 members 
Mstep: Class 66 contains 671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147523184.000000 Penalty: 228955.437500
Iteration 183Q: 67 clusters Score -1.475232e+08 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 2524 members 
Mstep: Class 3 contains 4151 members 
Mstep: Class 4 contains 11963 members 
Mstep: Class 5 contains 2916 members 
Mstep: Class 6 contains 2537 members 
Mstep: Class 7 contains 376 members 
Mstep: Class 8 contains 7738 members 
Mstep: Class 9 contains 175097 members 
Mstep: Class 10 contains 8468 members 
Mstep: Class 11 contains 4257 members 
Mstep: Class 12 contains 23650 members 
Mstep: Class 13 contains 4008 members 
Mstep: Class 14 contains 6602 members 
Mstep: Class 15 contains 187429 members 
Mstep: Class 16 contains 219334 members 
Mstep: Class 17 contains 16343 members 
Mstep: Class 18 contains 29159 members 
Mstep: Class 19 contains 328 members 
Mstep: Class 20 contains 4185 members 
Mstep: Class 21 contains 23105 members 
Mstep: Class 22 contains 39951 members 
Mstep: Class 23 contains 4482 members 
Mstep: Class 24 contains 4381 members 
Mstep: Class 25 contains 38819 members 
Mstep: Class 26 contains 37388 members 
Mstep: Class 27 contains 6917 members 
Mstep: Class 28 contains 25996 members 
Mstep: Class 29 contains 7856 members 
Mstep: Class 30 contains 25032 members 
Mstep: Class 31 contains 5922 members 
Mstep: Class 32 contains 17804 members 
Mstep: Class 33 contains 643 members 
Mstep: Class 34 contains 11635 members 
Mstep: Class 35 contains 62519 members 
Mstep: Class 36 contains 26282 members 
Mstep: Class 37 contains 7321 members 
Mstep: Class 38 contains 526 members 
Mstep: Class 39 contains 3575 members 
Mstep: Class 40 contains 2923 members 
Mstep: Class 41 contains 16054 members 
Mstep: Class 42 contains 10477 members 
Mstep: Class 43 contains 496 members 
Mstep: Class 44 contains 2847 members 
Mstep: Class 45 contains 546 members 
Mstep: Class 46 contains 10501 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27562 members 
Mstep: Class 49 contains 7459 members 
Mstep: Class 50 contains 322 members 
Mstep: Class 51 contains 26084 members 
Mstep: Class 52 contains 288 members 
Mstep: Class 53 contains 990 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 535 members 
Mstep: Class 56 contains 1110 members 
Mstep: Class 57 contains 817 members 
Mstep: Class 58 contains 377 members 
Mstep: Class 59 contains 3698 members 
Mstep: Class 60 contains 719 members 
Mstep: Class 61 contains 306 members 
Mstep: Class 62 contains 345 members 
Mstep: Class 63 contains 1388 members 
Mstep: Class 64 contains 886 members 
Mstep: Class 65 contains 610 members 
Mstep: Class 66 contains 671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147523488.000000 Penalty: 228955.437500
Iteration 184Q: 67 clusters Score -1.475235e+08 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 2524 members 
Mstep: Class 3 contains 4151 members 
Mstep: Class 4 contains 11960 members 
Mstep: Class 5 contains 2921 members 
Mstep: Class 6 contains 2537 members 
Mstep: Class 7 contains 376 members 
Mstep: Class 8 contains 7736 members 
Mstep: Class 9 contains 175049 members 
Mstep: Class 10 contains 8469 members 
Mstep: Class 11 contains 4257 members 
Mstep: Class 12 contains 23630 members 
Mstep: Class 13 contains 4008 members 
Mstep: Class 14 contains 6603 members 
Mstep: Class 15 contains 187373 members 
Mstep: Class 16 contains 219328 members 
Mstep: Class 17 contains 16331 members 
Mstep: Class 18 contains 29123 members 
Mstep: Class 19 contains 329 members 
Mstep: Class 20 contains 4185 members 
Mstep: Class 21 contains 23080 members 
Mstep: Class 22 contains 39962 members 
Mstep: Class 23 contains 4482 members 
Mstep: Class 24 contains 4350 members 
Mstep: Class 25 contains 38840 members 
Mstep: Class 26 contains 37390 members 
Mstep: Class 27 contains 6913 members 
Mstep: Class 28 contains 26001 members 
Mstep: Class 29 contains 7857 members 
Mstep: Class 30 contains 25022 members 
Mstep: Class 31 contains 5918 members 
Mstep: Class 32 contains 17799 members 
Mstep: Class 33 contains 643 members 
Mstep: Class 34 contains 11641 members 
Mstep: Class 35 contains 62510 members 
Mstep: Class 36 contains 26291 members 
Mstep: Class 37 contains 7321 members 
Mstep: Class 38 contains 527 members 
Mstep: Class 39 contains 3578 members 
Mstep: Class 40 contains 2925 members 
Mstep: Class 41 contains 16106 members 
Mstep: Class 42 contains 10510 members 
Mstep: Class 43 contains 496 members 
Mstep: Class 44 contains 2847 members 
Mstep: Class 45 contains 546 members 
Mstep: Class 46 contains 10499 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27562 members 
Mstep: Class 49 contains 7468 members 
Mstep: Class 50 contains 321 members 
Mstep: Class 51 contains 26164 members 
Mstep: Class 52 contains 286 members 
Mstep: Class 53 contains 988 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 540 members 
Mstep: Class 56 contains 1111 members 
Mstep: Class 57 contains 816 members 
Mstep: Class 58 contains 379 members 
Mstep: Class 59 contains 3672 members 
Mstep: Class 60 contains 715 members 
Mstep: Class 61 contains 306 members 
Mstep: Class 62 contains 346 members 
Mstep: Class 63 contains 1440 members 
Mstep: Class 64 contains 898 members 
Mstep: Class 65 contains 603 members 
Mstep: Class 66 contains 671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147523856.000000 Penalty: 228955.437500
Iteration 185Q: 67 clusters Score -1.475239e+08 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 2524 members 
Mstep: Class 3 contains 4150 members 
Mstep: Class 4 contains 11957 members 
Mstep: Class 5 contains 2925 members 
Mstep: Class 6 contains 2537 members 
Mstep: Class 7 contains 376 members 
Mstep: Class 8 contains 7730 members 
Mstep: Class 9 contains 175007 members 
Mstep: Class 10 contains 8467 members 
Mstep: Class 11 contains 4257 members 
Mstep: Class 12 contains 23613 members 
Mstep: Class 13 contains 4007 members 
Mstep: Class 14 contains 6604 members 
Mstep: Class 15 contains 187300 members 
Mstep: Class 16 contains 219328 members 
Mstep: Class 17 contains 16314 members 
Mstep: Class 18 contains 29097 members 
Mstep: Class 19 contains 329 members 
Mstep: Class 20 contains 4185 members 
Mstep: Class 21 contains 23069 members 
Mstep: Class 22 contains 39966 members 
Mstep: Class 23 contains 4482 members 
Mstep: Class 24 contains 4313 members 
Mstep: Class 25 contains 38866 members 
Mstep: Class 26 contains 37397 members 
Mstep: Class 27 contains 6908 members 
Mstep: Class 28 contains 26005 members 
Mstep: Class 29 contains 7859 members 
Mstep: Class 30 contains 25014 members 
Mstep: Class 31 contains 5912 members 
Mstep: Class 32 contains 17797 members 
Mstep: Class 33 contains 643 members 
Mstep: Class 34 contains 11644 members 
Mstep: Class 35 contains 62501 members 
Mstep: Class 36 contains 26297 members 
Mstep: Class 37 contains 7321 members 
Mstep: Class 38 contains 527 members 
Mstep: Class 39 contains 3580 members 
Mstep: Class 40 contains 2925 members 
Mstep: Class 41 contains 16165 members 
Mstep: Class 42 contains 10537 members 
Mstep: Class 43 contains 496 members 
Mstep: Class 44 contains 2847 members 
Mstep: Class 45 contains 546 members 
Mstep: Class 46 contains 10497 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27562 members 
Mstep: Class 49 contains 7475 members 
Mstep: Class 50 contains 320 members 
Mstep: Class 51 contains 26242 members 
Mstep: Class 52 contains 283 members 
Mstep: Class 53 contains 987 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 549 members 
Mstep: Class 56 contains 1111 members 
Mstep: Class 57 contains 816 members 
Mstep: Class 58 contains 380 members 
Mstep: Class 59 contains 3634 members 
Mstep: Class 60 contains 711 members 
Mstep: Class 61 contains 306 members 
Mstep: Class 62 contains 346 members 
Mstep: Class 63 contains 1523 members 
Mstep: Class 64 contains 902 members 
Mstep: Class 65 contains 591 members 
Mstep: Class 66 contains 671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147523936.000000 Penalty: 228955.437500
Iteration 186Q: 67 clusters Score -1.475239e+08 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 2524 members 
Mstep: Class 3 contains 4150 members 
Mstep: Class 4 contains 11955 members 
Mstep: Class 5 contains 2927 members 
Mstep: Class 6 contains 2537 members 
Mstep: Class 7 contains 376 members 
Mstep: Class 8 contains 7727 members 
Mstep: Class 9 contains 174980 members 
Mstep: Class 10 contains 8470 members 
Mstep: Class 11 contains 4256 members 
Mstep: Class 12 contains 23593 members 
Mstep: Class 13 contains 4007 members 
Mstep: Class 14 contains 6604 members 
Mstep: Class 15 contains 187209 members 
Mstep: Class 16 contains 219339 members 
Mstep: Class 17 contains 16297 members 
Mstep: Class 18 contains 29075 members 
Mstep: Class 19 contains 329 members 
Mstep: Class 20 contains 4185 members 
Mstep: Class 21 contains 23050 members 
Mstep: Class 22 contains 39986 members 
Mstep: Class 23 contains 4482 members 
Mstep: Class 24 contains 4291 members 
Mstep: Class 25 contains 38882 members 
Mstep: Class 26 contains 37401 members 
Mstep: Class 27 contains 6905 members 
Mstep: Class 28 contains 26003 members 
Mstep: Class 29 contains 7858 members 
Mstep: Class 30 contains 24998 members 
Mstep: Class 31 contains 5903 members 
Mstep: Class 32 contains 17801 members 
Mstep: Class 33 contains 643 members 
Mstep: Class 34 contains 11647 members 
Mstep: Class 35 contains 62492 members 
Mstep: Class 36 contains 26299 members 
Mstep: Class 37 contains 7321 members 
Mstep: Class 38 contains 529 members 
Mstep: Class 39 contains 3581 members 
Mstep: Class 40 contains 2925 members 
Mstep: Class 41 contains 16227 members 
Mstep: Class 42 contains 10558 members 
Mstep: Class 43 contains 496 members 
Mstep: Class 44 contains 2847 members 
Mstep: Class 45 contains 546 members 
Mstep: Class 46 contains 10498 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27561 members 
Mstep: Class 49 contains 7480 members 
Mstep: Class 50 contains 320 members 
Mstep: Class 51 contains 26331 members 
Mstep: Class 52 contains 275 members 
Mstep: Class 53 contains 979 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 557 members 
Mstep: Class 56 contains 1111 members 
Mstep: Class 57 contains 816 members 
Mstep: Class 58 contains 380 members 
Mstep: Class 59 contains 3590 members 
Mstep: Class 60 contains 707 members 
Mstep: Class 61 contains 306 members 
Mstep: Class 62 contains 349 members 
Mstep: Class 63 contains 1605 members 
Mstep: Class 64 contains 900 members 
Mstep: Class 65 contains 584 members 
Mstep: Class 66 contains 671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147524512.000000 Penalty: 228955.437500
Iteration 187Q: 67 clusters Score -1.475245e+08 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 2525 members 
Mstep: Class 3 contains 4150 members 
Mstep: Class 4 contains 11957 members 
Mstep: Class 5 contains 2932 members 
Mstep: Class 6 contains 2537 members 
Mstep: Class 7 contains 376 members 
Mstep: Class 8 contains 7725 members 
Mstep: Class 9 contains 174945 members 
Mstep: Class 10 contains 8473 members 
Mstep: Class 11 contains 4255 members 
Mstep: Class 12 contains 23582 members 
Mstep: Class 13 contains 4007 members 
Mstep: Class 14 contains 6603 members 
Mstep: Class 15 contains 187108 members 
Mstep: Class 16 contains 219361 members 
Mstep: Class 17 contains 16271 members 
Mstep: Class 18 contains 29051 members 
Mstep: Class 19 contains 330 members 
Mstep: Class 20 contains 4184 members 
Mstep: Class 21 contains 23030 members 
Mstep: Class 22 contains 40006 members 
Mstep: Class 23 contains 4482 members 
Mstep: Class 24 contains 4260 members 
Mstep: Class 25 contains 38902 members 
Mstep: Class 26 contains 37402 members 
Mstep: Class 27 contains 6908 members 
Mstep: Class 28 contains 26001 members 
Mstep: Class 29 contains 7858 members 
Mstep: Class 30 contains 24979 members 
Mstep: Class 31 contains 5890 members 
Mstep: Class 32 contains 17805 members 
Mstep: Class 33 contains 643 members 
Mstep: Class 34 contains 11651 members 
Mstep: Class 35 contains 62477 members 
Mstep: Class 36 contains 26308 members 
Mstep: Class 37 contains 7321 members 
Mstep: Class 38 contains 529 members 
Mstep: Class 39 contains 3581 members 
Mstep: Class 40 contains 2925 members 
Mstep: Class 41 contains 16297 members 
Mstep: Class 42 contains 10573 members 
Mstep: Class 43 contains 496 members 
Mstep: Class 44 contains 2847 members 
Mstep: Class 45 contains 545 members 
Mstep: Class 46 contains 10498 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27559 members 
Mstep: Class 49 contains 7487 members 
Mstep: Class 50 contains 319 members 
Mstep: Class 51 contains 26419 members 
Mstep: Class 52 contains 269 members 
Mstep: Class 53 contains 979 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 566 members 
Mstep: Class 56 contains 1111 members 
Mstep: Class 57 contains 815 members 
Mstep: Class 58 contains 380 members 
Mstep: Class 59 contains 3550 members 
Mstep: Class 60 contains 701 members 
Mstep: Class 61 contains 306 members 
Mstep: Class 62 contains 350 members 
Mstep: Class 63 contains 1696 members 
Mstep: Class 64 contains 895 members 
Mstep: Class 65 contains 573 members 
Mstep: Class 66 contains 671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147524528.000000 Penalty: 228955.437500
Iteration 188Q: 67 clusters Score -1.475245e+08 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 2525 members 
Mstep: Class 3 contains 4150 members 
Mstep: Class 4 contains 11957 members 
Mstep: Class 5 contains 2938 members 
Mstep: Class 6 contains 2537 members 
Mstep: Class 7 contains 376 members 
Mstep: Class 8 contains 7725 members 
Mstep: Class 9 contains 174909 members 
Mstep: Class 10 contains 8477 members 
Mstep: Class 11 contains 4252 members 
Mstep: Class 12 contains 23564 members 
Mstep: Class 13 contains 4007 members 
Mstep: Class 14 contains 6606 members 
Mstep: Class 15 contains 186981 members 
Mstep: Class 16 contains 219367 members 
Mstep: Class 17 contains 16240 members 
Mstep: Class 18 contains 29032 members 
Mstep: Class 19 contains 331 members 
Mstep: Class 20 contains 4184 members 
Mstep: Class 21 contains 23030 members 
Mstep: Class 22 contains 40028 members 
Mstep: Class 23 contains 4482 members 
Mstep: Class 24 contains 4229 members 
Mstep: Class 25 contains 38915 members 
Mstep: Class 26 contains 37405 members 
Mstep: Class 27 contains 6908 members 
Mstep: Class 28 contains 26005 members 
Mstep: Class 29 contains 7858 members 
Mstep: Class 30 contains 24957 members 
Mstep: Class 31 contains 5877 members 
Mstep: Class 32 contains 17815 members 
Mstep: Class 33 contains 643 members 
Mstep: Class 34 contains 11656 members 
Mstep: Class 35 contains 62455 members 
Mstep: Class 36 contains 26309 members 
Mstep: Class 37 contains 7321 members 
Mstep: Class 38 contains 528 members 
Mstep: Class 39 contains 3581 members 
Mstep: Class 40 contains 2925 members 
Mstep: Class 41 contains 16372 members 
Mstep: Class 42 contains 10590 members 
Mstep: Class 43 contains 496 members 
Mstep: Class 44 contains 2847 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 10499 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27559 members 
Mstep: Class 49 contains 7502 members 
Mstep: Class 50 contains 316 members 
Mstep: Class 51 contains 26525 members 
Mstep: Class 52 contains 261 members 
Mstep: Class 53 contains 979 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 578 members 
Mstep: Class 56 contains 1111 members 
Mstep: Class 57 contains 815 members 
Mstep: Class 58 contains 380 members 
Mstep: Class 59 contains 3515 members 
Mstep: Class 60 contains 696 members 
Mstep: Class 61 contains 306 members 
Mstep: Class 62 contains 349 members 
Mstep: Class 63 contains 1783 members 
Mstep: Class 64 contains 890 members 
Mstep: Class 65 contains 563 members 
Mstep: Class 66 contains 671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147524624.000000 Penalty: 228955.437500
Iteration 189Q: 67 clusters Score -1.475246e+08 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 2525 members 
Mstep: Class 3 contains 4150 members 
Mstep: Class 4 contains 11962 members 
Mstep: Class 5 contains 2941 members 
Mstep: Class 6 contains 2537 members 
Mstep: Class 7 contains 376 members 
Mstep: Class 8 contains 7726 members 
Mstep: Class 9 contains 174872 members 
Mstep: Class 10 contains 8473 members 
Mstep: Class 11 contains 4251 members 
Mstep: Class 12 contains 23558 members 
Mstep: Class 13 contains 4007 members 
Mstep: Class 14 contains 6607 members 
Mstep: Class 15 contains 186903 members 
Mstep: Class 16 contains 219370 members 
Mstep: Class 17 contains 16223 members 
Mstep: Class 18 contains 29002 members 
Mstep: Class 19 contains 331 members 
Mstep: Class 20 contains 4184 members 
Mstep: Class 21 contains 23021 members 
Mstep: Class 22 contains 40045 members 
Mstep: Class 23 contains 4482 members 
Mstep: Class 24 contains 4191 members 
Mstep: Class 25 contains 38925 members 
Mstep: Class 26 contains 37410 members 
Mstep: Class 27 contains 6906 members 
Mstep: Class 28 contains 26003 members 
Mstep: Class 29 contains 7857 members 
Mstep: Class 30 contains 24945 members 
Mstep: Class 31 contains 5868 members 
Mstep: Class 32 contains 17814 members 
Mstep: Class 33 contains 643 members 
Mstep: Class 34 contains 11656 members 
Mstep: Class 35 contains 62446 members 
Mstep: Class 36 contains 26308 members 
Mstep: Class 37 contains 7321 members 
Mstep: Class 38 contains 526 members 
Mstep: Class 39 contains 3581 members 
Mstep: Class 40 contains 2925 members 
Mstep: Class 41 contains 16428 members 
Mstep: Class 42 contains 10609 members 
Mstep: Class 43 contains 496 members 
Mstep: Class 44 contains 2847 members 
Mstep: Class 45 contains 542 members 
Mstep: Class 46 contains 10499 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27560 members 
Mstep: Class 49 contains 7510 members 
Mstep: Class 50 contains 315 members 
Mstep: Class 51 contains 26615 members 
Mstep: Class 52 contains 252 members 
Mstep: Class 53 contains 979 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 582 members 
Mstep: Class 56 contains 1111 members 
Mstep: Class 57 contains 815 members 
Mstep: Class 58 contains 380 members 
Mstep: Class 59 contains 3487 members 
Mstep: Class 60 contains 697 members 
Mstep: Class 61 contains 306 members 
Mstep: Class 62 contains 347 members 
Mstep: Class 63 contains 1864 members 
Mstep: Class 64 contains 889 members 
Mstep: Class 65 contains 560 members 
Mstep: Class 66 contains 671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147524960.000000 Penalty: 228955.437500
Iteration 190Q: 67 clusters Score -1.47525e+08 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 2525 members 
Mstep: Class 3 contains 4150 members 
Mstep: Class 4 contains 11964 members 
Mstep: Class 5 contains 2946 members 
Mstep: Class 6 contains 2537 members 
Mstep: Class 7 contains 376 members 
Mstep: Class 8 contains 7724 members 
Mstep: Class 9 contains 174837 members 
Mstep: Class 10 contains 8472 members 
Mstep: Class 11 contains 4250 members 
Mstep: Class 12 contains 23556 members 
Mstep: Class 13 contains 4007 members 
Mstep: Class 14 contains 6607 members 
Mstep: Class 15 contains 186836 members 
Mstep: Class 16 contains 219365 members 
Mstep: Class 17 contains 16216 members 
Mstep: Class 18 contains 28969 members 
Mstep: Class 19 contains 331 members 
Mstep: Class 20 contains 4184 members 
Mstep: Class 21 contains 22999 members 
Mstep: Class 22 contains 40057 members 
Mstep: Class 23 contains 4482 members 
Mstep: Class 24 contains 4155 members 
Mstep: Class 25 contains 38933 members 
Mstep: Class 26 contains 37413 members 
Mstep: Class 27 contains 6904 members 
Mstep: Class 28 contains 26006 members 
Mstep: Class 29 contains 7857 members 
Mstep: Class 30 contains 24930 members 
Mstep: Class 31 contains 5856 members 
Mstep: Class 32 contains 17810 members 
Mstep: Class 33 contains 643 members 
Mstep: Class 34 contains 11656 members 
Mstep: Class 35 contains 62447 members 
Mstep: Class 36 contains 26314 members 
Mstep: Class 37 contains 7321 members 
Mstep: Class 38 contains 525 members 
Mstep: Class 39 contains 3581 members 
Mstep: Class 40 contains 2925 members 
Mstep: Class 41 contains 16486 members 
Mstep: Class 42 contains 10628 members 
Mstep: Class 43 contains 496 members 
Mstep: Class 44 contains 2847 members 
Mstep: Class 45 contains 542 members 
Mstep: Class 46 contains 10496 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27561 members 
Mstep: Class 49 contains 7519 members 
Mstep: Class 50 contains 315 members 
Mstep: Class 51 contains 26700 members 
Mstep: Class 52 contains 248 members 
Mstep: Class 53 contains 978 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 584 members 
Mstep: Class 56 contains 1111 members 
Mstep: Class 57 contains 815 members 
Mstep: Class 58 contains 380 members 
Mstep: Class 59 contains 3463 members 
Mstep: Class 60 contains 697 members 
Mstep: Class 61 contains 306 members 
Mstep: Class 62 contains 345 members 
Mstep: Class 63 contains 1932 members 
Mstep: Class 64 contains 889 members 
Mstep: Class 65 contains 558 members 
Mstep: Class 66 contains 671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147524960.000000 Penalty: 228955.437500
Iteration 191Q: 67 clusters Score -1.47525e+08 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 2525 members 
Mstep: Class 3 contains 4150 members 
Mstep: Class 4 contains 11963 members 
Mstep: Class 5 contains 2951 members 
Mstep: Class 6 contains 2537 members 
Mstep: Class 7 contains 376 members 
Mstep: Class 8 contains 7716 members 
Mstep: Class 9 contains 174805 members 
Mstep: Class 10 contains 8473 members 
Mstep: Class 11 contains 4250 members 
Mstep: Class 12 contains 23550 members 
Mstep: Class 13 contains 4007 members 
Mstep: Class 14 contains 6611 members 
Mstep: Class 15 contains 186756 members 
Mstep: Class 16 contains 219370 members 
Mstep: Class 17 contains 16207 members 
Mstep: Class 18 contains 28931 members 
Mstep: Class 19 contains 331 members 
Mstep: Class 20 contains 4184 members 
Mstep: Class 21 contains 22988 members 
Mstep: Class 22 contains 40068 members 
Mstep: Class 23 contains 4482 members 
Mstep: Class 24 contains 4117 members 
Mstep: Class 25 contains 38943 members 
Mstep: Class 26 contains 37414 members 
Mstep: Class 27 contains 6904 members 
Mstep: Class 28 contains 26003 members 
Mstep: Class 29 contains 7856 members 
Mstep: Class 30 contains 24912 members 
Mstep: Class 31 contains 5848 members 
Mstep: Class 32 contains 17806 members 
Mstep: Class 33 contains 643 members 
Mstep: Class 34 contains 11656 members 
Mstep: Class 35 contains 62444 members 
Mstep: Class 36 contains 26320 members 
Mstep: Class 37 contains 7321 members 
Mstep: Class 38 contains 525 members 
Mstep: Class 39 contains 3581 members 
Mstep: Class 40 contains 2926 members 
Mstep: Class 41 contains 16556 members 
Mstep: Class 42 contains 10653 members 
Mstep: Class 43 contains 496 members 
Mstep: Class 44 contains 2847 members 
Mstep: Class 45 contains 542 members 
Mstep: Class 46 contains 10495 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27562 members 
Mstep: Class 49 contains 7527 members 
Mstep: Class 50 contains 315 members 
Mstep: Class 51 contains 26774 members 
Mstep: Class 52 contains 246 members 
Mstep: Class 53 contains 980 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 585 members 
Mstep: Class 56 contains 1111 members 
Mstep: Class 57 contains 815 members 
Mstep: Class 58 contains 380 members 
Mstep: Class 59 contains 3433 members 
Mstep: Class 60 contains 697 members 
Mstep: Class 61 contains 306 members 
Mstep: Class 62 contains 344 members 
Mstep: Class 63 contains 2004 members 
Mstep: Class 64 contains 885 members 
Mstep: Class 65 contains 557 members 
Mstep: Class 66 contains 672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147525136.000000 Penalty: 228955.437500
Iteration 192Q: 67 clusters Score -1.475251e+08 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 2525 members 
Mstep: Class 3 contains 4150 members 
Mstep: Class 4 contains 11963 members 
Mstep: Class 5 contains 2954 members 
Mstep: Class 6 contains 2537 members 
Mstep: Class 7 contains 376 members 
Mstep: Class 8 contains 7709 members 
Mstep: Class 9 contains 174770 members 
Mstep: Class 10 contains 8474 members 
Mstep: Class 11 contains 4249 members 
Mstep: Class 12 contains 23548 members 
Mstep: Class 13 contains 4007 members 
Mstep: Class 14 contains 6612 members 
Mstep: Class 15 contains 186672 members 
Mstep: Class 16 contains 219366 members 
Mstep: Class 17 contains 16189 members 
Mstep: Class 18 contains 28894 members 
Mstep: Class 19 contains 331 members 
Mstep: Class 20 contains 4183 members 
Mstep: Class 21 contains 22976 members 
Mstep: Class 22 contains 40097 members 
Mstep: Class 23 contains 4482 members 
Mstep: Class 24 contains 4082 members 
Mstep: Class 25 contains 38949 members 
Mstep: Class 26 contains 37412 members 
Mstep: Class 27 contains 6904 members 
Mstep: Class 28 contains 26010 members 
Mstep: Class 29 contains 7856 members 
Mstep: Class 30 contains 24901 members 
Mstep: Class 31 contains 5842 members 
Mstep: Class 32 contains 17798 members 
Mstep: Class 33 contains 643 members 
Mstep: Class 34 contains 11657 members 
Mstep: Class 35 contains 62437 members 
Mstep: Class 36 contains 26331 members 
Mstep: Class 37 contains 7321 members 
Mstep: Class 38 contains 525 members 
Mstep: Class 39 contains 3581 members 
Mstep: Class 40 contains 2927 members 
Mstep: Class 41 contains 16626 members 
Mstep: Class 42 contains 10681 members 
Mstep: Class 43 contains 496 members 
Mstep: Class 44 contains 2847 members 
Mstep: Class 45 contains 542 members 
Mstep: Class 46 contains 10494 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27562 members 
Mstep: Class 49 contains 7539 members 
Mstep: Class 50 contains 315 members 
Mstep: Class 51 contains 26840 members 
Mstep: Class 52 contains 246 members 
Mstep: Class 53 contains 981 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 585 members 
Mstep: Class 56 contains 1111 members 
Mstep: Class 57 contains 815 members 
Mstep: Class 58 contains 380 members 
Mstep: Class 59 contains 3409 members 
Mstep: Class 60 contains 694 members 
Mstep: Class 61 contains 306 members 
Mstep: Class 62 contains 343 members 
Mstep: Class 63 contains 2065 members 
Mstep: Class 64 contains 887 members 
Mstep: Class 65 contains 556 members 
Mstep: Class 66 contains 672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147525056.000000 Penalty: 228955.437500
Iteration 193Q: 67 clusters Score -1.475251e+08 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 2525 members 
Mstep: Class 3 contains 4150 members 
Mstep: Class 4 contains 11962 members 
Mstep: Class 5 contains 2962 members 
Mstep: Class 6 contains 2537 members 
Mstep: Class 7 contains 376 members 
Mstep: Class 8 contains 7707 members 
Mstep: Class 9 contains 174738 members 
Mstep: Class 10 contains 8477 members 
Mstep: Class 11 contains 4250 members 
Mstep: Class 12 contains 23547 members 
Mstep: Class 13 contains 4007 members 
Mstep: Class 14 contains 6613 members 
Mstep: Class 15 contains 186599 members 
Mstep: Class 16 contains 219358 members 
Mstep: Class 17 contains 16170 members 
Mstep: Class 18 contains 28868 members 
Mstep: Class 19 contains 332 members 
Mstep: Class 20 contains 4182 members 
Mstep: Class 21 contains 22960 members 
Mstep: Class 22 contains 40107 members 
Mstep: Class 23 contains 4483 members 
Mstep: Class 24 contains 4039 members 
Mstep: Class 25 contains 38948 members 
Mstep: Class 26 contains 37416 members 
Mstep: Class 27 contains 6906 members 
Mstep: Class 28 contains 26010 members 
Mstep: Class 29 contains 7855 members 
Mstep: Class 30 contains 24883 members 
Mstep: Class 31 contains 5835 members 
Mstep: Class 32 contains 17801 members 
Mstep: Class 33 contains 643 members 
Mstep: Class 34 contains 11658 members 
Mstep: Class 35 contains 62434 members 
Mstep: Class 36 contains 26343 members 
Mstep: Class 37 contains 7321 members 
Mstep: Class 38 contains 526 members 
Mstep: Class 39 contains 3581 members 
Mstep: Class 40 contains 2927 members 
Mstep: Class 41 contains 16694 members 
Mstep: Class 42 contains 10706 members 
Mstep: Class 43 contains 496 members 
Mstep: Class 44 contains 2847 members 
Mstep: Class 45 contains 542 members 
Mstep: Class 46 contains 10493 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27561 members 
Mstep: Class 49 contains 7547 members 
Mstep: Class 50 contains 315 members 
Mstep: Class 51 contains 26904 members 
Mstep: Class 52 contains 247 members 
Mstep: Class 53 contains 979 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 588 members 
Mstep: Class 56 contains 1111 members 
Mstep: Class 57 contains 815 members 
Mstep: Class 58 contains 381 members 
Mstep: Class 59 contains 3391 members 
Mstep: Class 60 contains 691 members 
Mstep: Class 61 contains 306 members 
Mstep: Class 62 contains 341 members 
Mstep: Class 63 contains 2129 members 
Mstep: Class 64 contains 886 members 
Mstep: Class 65 contains 554 members 
Mstep: Class 66 contains 672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147525168.000000 Penalty: 228955.437500
Iteration 194Q: 67 clusters Score -1.475252e+08 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 2525 members 
Mstep: Class 3 contains 4150 members 
Mstep: Class 4 contains 11961 members 
Mstep: Class 5 contains 2967 members 
Mstep: Class 6 contains 2537 members 
Mstep: Class 7 contains 376 members 
Mstep: Class 8 contains 7702 members 
Mstep: Class 9 contains 174704 members 
Mstep: Class 10 contains 8479 members 
Mstep: Class 11 contains 4250 members 
Mstep: Class 12 contains 23544 members 
Mstep: Class 13 contains 4007 members 
Mstep: Class 14 contains 6615 members 
Mstep: Class 15 contains 186516 members 
Mstep: Class 16 contains 219357 members 
Mstep: Class 17 contains 16150 members 
Mstep: Class 18 contains 28835 members 
Mstep: Class 19 contains 332 members 
Mstep: Class 20 contains 4182 members 
Mstep: Class 21 contains 22951 members 
Mstep: Class 22 contains 40124 members 
Mstep: Class 23 contains 4483 members 
Mstep: Class 24 contains 3998 members 
Mstep: Class 25 contains 38946 members 
Mstep: Class 26 contains 37422 members 
Mstep: Class 27 contains 6905 members 
Mstep: Class 28 contains 26011 members 
Mstep: Class 29 contains 7855 members 
Mstep: Class 30 contains 24867 members 
Mstep: Class 31 contains 5829 members 
Mstep: Class 32 contains 17801 members 
Mstep: Class 33 contains 643 members 
Mstep: Class 34 contains 11659 members 
Mstep: Class 35 contains 62426 members 
Mstep: Class 36 contains 26354 members 
Mstep: Class 37 contains 7321 members 
Mstep: Class 38 contains 526 members 
Mstep: Class 39 contains 3581 members 
Mstep: Class 40 contains 2927 members 
Mstep: Class 41 contains 16761 members 
Mstep: Class 42 contains 10738 members 
Mstep: Class 43 contains 496 members 
Mstep: Class 44 contains 2847 members 
Mstep: Class 45 contains 541 members 
Mstep: Class 46 contains 10492 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27560 members 
Mstep: Class 49 contains 7558 members 
Mstep: Class 50 contains 315 members 
Mstep: Class 51 contains 26973 members 
Mstep: Class 52 contains 251 members 
Mstep: Class 53 contains 976 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 588 members 
Mstep: Class 56 contains 1111 members 
Mstep: Class 57 contains 815 members 
Mstep: Class 58 contains 384 members 
Mstep: Class 59 contains 3362 members 
Mstep: Class 60 contains 688 members 
Mstep: Class 61 contains 306 members 
Mstep: Class 62 contains 340 members 
Mstep: Class 63 contains 2196 members 
Mstep: Class 64 contains 890 members 
Mstep: Class 65 contains 554 members 
Mstep: Class 66 contains 672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147525440.000000 Penalty: 228955.437500
Iteration 195Q: 67 clusters Score -1.475254e+08 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 2525 members 
Mstep: Class 3 contains 4150 members 
Mstep: Class 4 contains 11961 members 
Mstep: Class 5 contains 2970 members 
Mstep: Class 6 contains 2537 members 
Mstep: Class 7 contains 376 members 
Mstep: Class 8 contains 7697 members 
Mstep: Class 9 contains 174680 members 
Mstep: Class 10 contains 8480 members 
Mstep: Class 11 contains 4250 members 
Mstep: Class 12 contains 23541 members 
Mstep: Class 13 contains 4007 members 
Mstep: Class 14 contains 6615 members 
Mstep: Class 15 contains 186419 members 
Mstep: Class 16 contains 219349 members 
Mstep: Class 17 contains 16126 members 
Mstep: Class 18 contains 28810 members 
Mstep: Class 19 contains 331 members 
Mstep: Class 20 contains 4183 members 
Mstep: Class 21 contains 22942 members 
Mstep: Class 22 contains 40126 members 
Mstep: Class 23 contains 4483 members 
Mstep: Class 24 contains 3948 members 
Mstep: Class 25 contains 38956 members 
Mstep: Class 26 contains 37426 members 
Mstep: Class 27 contains 6906 members 
Mstep: Class 28 contains 26007 members 
Mstep: Class 29 contains 7855 members 
Mstep: Class 30 contains 24862 members 
Mstep: Class 31 contains 5828 members 
Mstep: Class 32 contains 17803 members 
Mstep: Class 33 contains 643 members 
Mstep: Class 34 contains 11658 members 
Mstep: Class 35 contains 62423 members 
Mstep: Class 36 contains 26361 members 
Mstep: Class 37 contains 7321 members 
Mstep: Class 38 contains 526 members 
Mstep: Class 39 contains 3581 members 
Mstep: Class 40 contains 2927 members 
Mstep: Class 41 contains 16836 members 
Mstep: Class 42 contains 10761 members 
Mstep: Class 43 contains 494 members 
Mstep: Class 44 contains 2847 members 
Mstep: Class 45 contains 541 members 
Mstep: Class 46 contains 10492 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27560 members 
Mstep: Class 49 contains 7556 members 
Mstep: Class 50 contains 315 members 
Mstep: Class 51 contains 27055 members 
Mstep: Class 52 contains 256 members 
Mstep: Class 53 contains 977 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 588 members 
Mstep: Class 56 contains 1111 members 
Mstep: Class 57 contains 815 members 
Mstep: Class 58 contains 387 members 
Mstep: Class 59 contains 3338 members 
Mstep: Class 60 contains 684 members 
Mstep: Class 61 contains 306 members 
Mstep: Class 62 contains 340 members 
Mstep: Class 63 contains 2270 members 
Mstep: Class 64 contains 888 members 
Mstep: Class 65 contains 554 members 
Mstep: Class 66 contains 672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147525600.000000 Penalty: 228955.437500
Iteration 196Q: 67 clusters Score -1.475256e+08 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 2525 members 
Mstep: Class 3 contains 4150 members 
Mstep: Class 4 contains 11958 members 
Mstep: Class 5 contains 2975 members 
Mstep: Class 6 contains 2537 members 
Mstep: Class 7 contains 376 members 
Mstep: Class 8 contains 7696 members 
Mstep: Class 9 contains 174648 members 
Mstep: Class 10 contains 8480 members 
Mstep: Class 11 contains 4251 members 
Mstep: Class 12 contains 23541 members 
Mstep: Class 13 contains 4007 members 
Mstep: Class 14 contains 6617 members 
Mstep: Class 15 contains 186352 members 
Mstep: Class 16 contains 219341 members 
Mstep: Class 17 contains 16105 members 
Mstep: Class 18 contains 28782 members 
Mstep: Class 19 contains 331 members 
Mstep: Class 20 contains 4183 members 
Mstep: Class 21 contains 22930 members 
Mstep: Class 22 contains 40128 members 
Mstep: Class 23 contains 4483 members 
Mstep: Class 24 contains 3911 members 
Mstep: Class 25 contains 38962 members 
Mstep: Class 26 contains 37429 members 
Mstep: Class 27 contains 6904 members 
Mstep: Class 28 contains 25997 members 
Mstep: Class 29 contains 7855 members 
Mstep: Class 30 contains 24860 members 
Mstep: Class 31 contains 5828 members 
Mstep: Class 32 contains 17800 members 
Mstep: Class 33 contains 643 members 
Mstep: Class 34 contains 11658 members 
Mstep: Class 35 contains 62424 members 
Mstep: Class 36 contains 26372 members 
Mstep: Class 37 contains 7322 members 
Mstep: Class 38 contains 525 members 
Mstep: Class 39 contains 3581 members 
Mstep: Class 40 contains 2928 members 
Mstep: Class 41 contains 16908 members 
Mstep: Class 42 contains 10779 members 
Mstep: Class 43 contains 493 members 
Mstep: Class 44 contains 2847 members 
Mstep: Class 45 contains 541 members 
Mstep: Class 46 contains 10492 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27560 members 
Mstep: Class 49 contains 7558 members 
Mstep: Class 50 contains 315 members 
Mstep: Class 51 contains 27119 members 
Mstep: Class 52 contains 261 members 
Mstep: Class 53 contains 975 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 586 members 
Mstep: Class 56 contains 1111 members 
Mstep: Class 57 contains 815 members 
Mstep: Class 58 contains 388 members 
Mstep: Class 59 contains 3312 members 
Mstep: Class 60 contains 682 members 
Mstep: Class 61 contains 306 members 
Mstep: Class 62 contains 340 members 
Mstep: Class 63 contains 2336 members 
Mstep: Class 64 contains 887 members 
Mstep: Class 65 contains 554 members 
Mstep: Class 66 contains 672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147525504.000000 Penalty: 228955.437500
Iteration 197Q: 67 clusters Score -1.475255e+08 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 2526 members 
Mstep: Class 3 contains 4150 members 
Mstep: Class 4 contains 11958 members 
Mstep: Class 5 contains 2979 members 
Mstep: Class 6 contains 2537 members 
Mstep: Class 7 contains 376 members 
Mstep: Class 8 contains 7694 members 
Mstep: Class 9 contains 174623 members 
Mstep: Class 10 contains 8484 members 
Mstep: Class 11 contains 4250 members 
Mstep: Class 12 contains 23540 members 
Mstep: Class 13 contains 4007 members 
Mstep: Class 14 contains 6620 members 
Mstep: Class 15 contains 186283 members 
Mstep: Class 16 contains 219318 members 
Mstep: Class 17 contains 16078 members 
Mstep: Class 18 contains 28761 members 
Mstep: Class 19 contains 331 members 
Mstep: Class 20 contains 4183 members 
Mstep: Class 21 contains 22928 members 
Mstep: Class 22 contains 40125 members 
Mstep: Class 23 contains 4483 members 
Mstep: Class 24 contains 3881 members 
Mstep: Class 25 contains 38970 members 
Mstep: Class 26 contains 37431 members 
Mstep: Class 27 contains 6902 members 
Mstep: Class 28 contains 25995 members 
Mstep: Class 29 contains 7855 members 
Mstep: Class 30 contains 24858 members 
Mstep: Class 31 contains 5825 members 
Mstep: Class 32 contains 17803 members 
Mstep: Class 33 contains 643 members 
Mstep: Class 34 contains 11657 members 
Mstep: Class 35 contains 62421 members 
Mstep: Class 36 contains 26375 members 
Mstep: Class 37 contains 7322 members 
Mstep: Class 38 contains 525 members 
Mstep: Class 39 contains 3581 members 
Mstep: Class 40 contains 2928 members 
Mstep: Class 41 contains 16976 members 
Mstep: Class 42 contains 10801 members 
Mstep: Class 43 contains 492 members 
Mstep: Class 44 contains 2847 members 
Mstep: Class 45 contains 541 members 
Mstep: Class 46 contains 10492 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27559 members 
Mstep: Class 49 contains 7560 members 
Mstep: Class 50 contains 315 members 
Mstep: Class 51 contains 27188 members 
Mstep: Class 52 contains 265 members 
Mstep: Class 53 contains 974 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 585 members 
Mstep: Class 56 contains 1111 members 
Mstep: Class 57 contains 814 members 
Mstep: Class 58 contains 389 members 
Mstep: Class 59 contains 3283 members 
Mstep: Class 60 contains 680 members 
Mstep: Class 61 contains 306 members 
Mstep: Class 62 contains 340 members 
Mstep: Class 63 contains 2395 members 
Mstep: Class 64 contains 887 members 
Mstep: Class 65 contains 554 members 
Mstep: Class 66 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147525808.000000 Penalty: 228955.437500
Iteration 198Q: 67 clusters Score -1.475258e+08 nChanged 498
Entering ConstructFrom: 
Score: -147525808.000000 Penalty: 228955.437500
Entering ConstructFrom: 
Trying to split cluster 1 (8465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Entering Unmasked Estep 
Score: -1052714.375000 Penalty: 2242.836426
	Iteration 0F: 2 clusters Score -1052714 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -1046048.875000 Penalty: 4485.672852
	Iteration 0F: 3 clusters Score -1046049 nChanged 3405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -1047855.437500 Penalty: 4485.672852
	Iteration 1F: 3 clusters Score -1047855 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -1048166.062500 Penalty: 4485.672852
	Iteration 2F: 3 clusters Score -1048166 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -1048423.750000 Penalty: 4485.672852
	Iteration 3F: 3 clusters Score -1048424 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -1048683.375000 Penalty: 4485.672852
	Iteration 4F: 3 clusters Score -1048683 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -1048964.125000 Penalty: 4485.672852
	Iteration 5Q: 3 clusters Score -1048964 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -1049231.375000 Penalty: 4485.672852
	Iteration 6Q: 3 clusters Score -1049231 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -1049473.250000 Penalty: 4485.672852
	Iteration 7Q: 3 clusters Score -1049473 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -1049732.500000 Penalty: 4485.672852
	Iteration 8Q: 3 clusters Score -1049732 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -1049987.000000 Penalty: 4485.672852
	Iteration 9Q: 3 clusters Score -1049987 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -1050228.375000 Penalty: 4485.672852
	Iteration 10Q: 3 clusters Score -1050228 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -1050474.125000 Penalty: 4485.672852
	Iteration 11Q: 3 clusters Score -1050474 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -1050674.125000 Penalty: 4485.672852
	Iteration 12Q: 3 clusters Score -1050674 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -1050791.750000 Penalty: 4485.672852
	Iteration 13Q: 3 clusters Score -1050792 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -1050898.875000 Penalty: 4485.672852
	Iteration 14Q: 3 clusters Score -1050899 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -1051003.500000 Penalty: 4485.672852
	Iteration 15Q: 3 clusters Score -1051004 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -1051126.625000 Penalty: 4485.672852
	Iteration 16Q: 3 clusters Score -1051127 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -1051301.375000 Penalty: 4485.672852
	Iteration 17Q: 3 clusters Score -1051301 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -1051579.375000 Penalty: 4485.672852
	Iteration 18Q: 3 clusters Score -1051579 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -1051942.000000 Penalty: 4485.672852
	Iteration 19Q: 3 clusters Score -1051942 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -1052221.000000 Penalty: 4485.672852
	Iteration 20F: 3 clusters Score -1052221 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -1052383.500000 Penalty: 4485.672852
	Iteration 21Q: 3 clusters Score -1052384 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -1052490.750000 Penalty: 4485.672852
	Iteration 22Q: 3 clusters Score -1052491 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -1052569.000000 Penalty: 4485.672852
	Iteration 23Q: 3 clusters Score -1052569 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -1052612.375000 Penalty: 4485.672852
	Iteration 24Q: 3 clusters Score -1052612 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -1052641.875000 Penalty: 4485.672852
	Iteration 25Q: 3 clusters Score -1052642 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -1052652.875000 Penalty: 4485.672852
	Iteration 26Q: 3 clusters Score -1052653 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -1052667.750000 Penalty: 4485.672852
	Iteration 27Q: 3 clusters Score -1052668 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -1052674.625000 Penalty: 4485.672852
	Iteration 28Q: 3 clusters Score -1052675 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -1052681.750000 Penalty: 4485.672852
	Iteration 29Q: 3 clusters Score -1052682 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -1052686.000000 Penalty: 4485.672852
	Iteration 30Q: 3 clusters Score -1052686 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -1052684.750000 Penalty: 4485.672852
	Iteration 31Q: 3 clusters Score -1052685 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -1052690.250000 Penalty: 4485.672852
	Iteration 32Q: 3 clusters Score -1052690 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -1052690.250000 Penalty: 4485.672852
	Iteration 33F: 3 clusters Score -1052690 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Entering Unmasked Estep 
Score: -317254.906250 Penalty: 1942.929321
	Iteration 0F: 2 clusters Score -317254.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -314240.937500 Penalty: 3885.858643
	Iteration 0F: 3 clusters Score -314240.9 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -314812.468750 Penalty: 3885.858643
	Iteration 1F: 3 clusters Score -314812.5 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -314961.656250 Penalty: 3885.858643
	Iteration 2F: 3 clusters Score -314961.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -315033.062500 Penalty: 3885.858643
	Iteration 3Q: 3 clusters Score -315033.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -315079.000000 Penalty: 3885.858643
	Iteration 4Q: 3 clusters Score -315079 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -315114.437500 Penalty: 3885.858643
	Iteration 5Q: 3 clusters Score -315114.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -315136.375000 Penalty: 3885.858643
	Iteration 6Q: 3 clusters Score -315136.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -315155.312500 Penalty: 3885.858643
	Iteration 7Q: 3 clusters Score -315155.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -315173.968750 Penalty: 3885.858643
	Iteration 8Q: 3 clusters Score -315174 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -315197.687500 Penalty: 3885.858643
	Iteration 9Q: 3 clusters Score -315197.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -315227.843750 Penalty: 3885.858643
	Iteration 10Q: 3 clusters Score -315227.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -315248.812500 Penalty: 3885.858643
	Iteration 11Q: 3 clusters Score -315248.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -315268.718750 Penalty: 3885.858643
	Iteration 12Q: 3 clusters Score -315268.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -315282.750000 Penalty: 3885.858643
	Iteration 13Q: 3 clusters Score -315282.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -315299.500000 Penalty: 3885.858643
	Iteration 14Q: 3 clusters Score -315299.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -315314.312500 Penalty: 3885.858643
	Iteration 15Q: 3 clusters Score -315314.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -315330.187500 Penalty: 3885.858643
	Iteration 16Q: 3 clusters Score -315330.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -315339.750000 Penalty: 3885.858643
	Iteration 17Q: 3 clusters Score -315339.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -315349.062500 Penalty: 3885.858643
	Iteration 18Q: 3 clusters Score -315349.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -315355.312500 Penalty: 3885.858643
	Iteration 19Q: 3 clusters Score -315355.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -315358.750000 Penalty: 3885.858643
	Iteration 20F: 3 clusters Score -315358.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -315361.531250 Penalty: 3885.858643
	Iteration 21Q: 3 clusters Score -315361.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -315365.062500 Penalty: 3885.858643
	Iteration 22Q: 3 clusters Score -315365.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -315366.375000 Penalty: 3885.858643
	Iteration 23Q: 3 clusters Score -315366.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -315366.375000 Penalty: 3885.858643
	Iteration 24F: 3 clusters Score -315366.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Entering Unmasked Estep 
Score: -745135.375000 Penalty: 2065.994385
	Iteration 0F: 2 clusters Score -745135.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -741173.250000 Penalty: 4131.988770
	Iteration 0F: 3 clusters Score -741173.2 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -742320.125000 Penalty: 4131.988770
	Iteration 1F: 3 clusters Score -742320.1 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -742879.125000 Penalty: 4131.988770
	Iteration 2F: 3 clusters Score -742879.1 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -743399.937500 Penalty: 4131.988770
	Iteration 3F: 3 clusters Score -743399.9 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -743882.125000 Penalty: 4131.988770
	Iteration 4F: 3 clusters Score -743882.1 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -744151.125000 Penalty: 4131.988770
	Iteration 5F: 3 clusters Score -744151.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -744323.000000 Penalty: 4131.988770
	Iteration 6Q: 3 clusters Score -744323 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -744408.625000 Penalty: 4131.988770
	Iteration 7Q: 3 clusters Score -744408.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -744452.375000 Penalty: 4131.988770
	Iteration 8Q: 3 clusters Score -744452.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -744479.937500 Penalty: 4131.988770
	Iteration 9Q: 3 clusters Score -744479.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -744496.687500 Penalty: 4131.988770
	Iteration 10Q: 3 clusters Score -744496.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -744507.375000 Penalty: 4131.988770
	Iteration 11Q: 3 clusters Score -744507.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -744518.062500 Penalty: 4131.988770
	Iteration 12Q: 3 clusters Score -744518.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -744524.687500 Penalty: 4131.988770
	Iteration 13Q: 3 clusters Score -744524.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -744529.187500 Penalty: 4131.988770
	Iteration 14Q: 3 clusters Score -744529.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -744533.062500 Penalty: 4131.988770
	Iteration 15Q: 3 clusters Score -744533.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -744535.812500 Penalty: 4131.988770
	Iteration 16Q: 3 clusters Score -744535.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -744538.437500 Penalty: 4131.988770
	Iteration 17Q: 3 clusters Score -744538.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -744539.437500 Penalty: 4131.988770
	Iteration 18Q: 3 clusters Score -744539.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -744539.437500 Penalty: 4131.988770
	Iteration 19F: 3 clusters Score -744539.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (11957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11957 members 
Entering Unmasked Estep 
Score: -1363270.375000 Penalty: 2328.489990
	Iteration 0F: 2 clusters Score -1363270 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -1354460.000000 Penalty: 4656.979980
	Iteration 0F: 3 clusters Score -1354460 nChanged 5069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -1357741.125000 Penalty: 4656.979980
	Iteration 1F: 3 clusters Score -1357741 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -1358731.375000 Penalty: 4656.979980
	Iteration 2F: 3 clusters Score -1358731 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -1359737.750000 Penalty: 4656.979980
	Iteration 3F: 3 clusters Score -1359738 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -1360653.875000 Penalty: 4656.979980
	Iteration 4F: 3 clusters Score -1360654 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -1361352.375000 Penalty: 4656.979980
	Iteration 5F: 3 clusters Score -1361352 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -1361807.500000 Penalty: 4656.979980
	Iteration 6F: 3 clusters Score -1361808 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -1362075.625000 Penalty: 4656.979980
	Iteration 7Q: 3 clusters Score -1362076 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -1362256.000000 Penalty: 4656.979980
	Iteration 8Q: 3 clusters Score -1362256 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -1362375.500000 Penalty: 4656.979980
	Iteration 9Q: 3 clusters Score -1362376 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9119 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -1362482.500000 Penalty: 4656.979980
	Iteration 10Q: 3 clusters Score -1362482 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -1362572.000000 Penalty: 4656.979980
	Iteration 11Q: 3 clusters Score -1362572 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9458 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -1362653.250000 Penalty: 4656.979980
	Iteration 12Q: 3 clusters Score -1362653 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -1362718.875000 Penalty: 4656.979980
	Iteration 13Q: 3 clusters Score -1362719 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -1362775.750000 Penalty: 4656.979980
	Iteration 14Q: 3 clusters Score -1362776 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -1362830.500000 Penalty: 4656.979980
	Iteration 15Q: 3 clusters Score -1362830 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9866 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -1362869.875000 Penalty: 4656.979980
	Iteration 16Q: 3 clusters Score -1362870 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9922 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -1362900.125000 Penalty: 4656.979980
	Iteration 17Q: 3 clusters Score -1362900 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -1362924.250000 Penalty: 4656.979980
	Iteration 18Q: 3 clusters Score -1362924 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9998 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -1362942.000000 Penalty: 4656.979980
	Iteration 19Q: 3 clusters Score -1362942 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -1362959.000000 Penalty: 4656.979980
	Iteration 20F: 3 clusters Score -1362959 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -1362972.125000 Penalty: 4656.979980
	Iteration 21Q: 3 clusters Score -1362972 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10063 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -1362982.875000 Penalty: 4656.979980
	Iteration 22Q: 3 clusters Score -1362983 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10070 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -1362986.500000 Penalty: 4656.979980
	Iteration 23Q: 3 clusters Score -1362986 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10079 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -1362990.750000 Penalty: 4656.979980
	Iteration 24Q: 3 clusters Score -1362991 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -1362997.000000 Penalty: 4656.979980
	Iteration 25Q: 3 clusters Score -1362997 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -1362997.500000 Penalty: 4656.979980
	Iteration 26Q: 3 clusters Score -1362998 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10093 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -1362997.625000 Penalty: 4656.979980
	Iteration 27Q: 3 clusters Score -1362998 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -1362997.625000 Penalty: 4656.979980
	Iteration 28Q: 3 clusters Score -1362998 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -1362997.625000 Penalty: 4656.979980
	Iteration 29F: 3 clusters Score -1362998 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Entering Unmasked Estep 
Score: -376682.437500 Penalty: 1984.086548
	Iteration 0F: 2 clusters Score -376682.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -373420.062500 Penalty: 3968.173096
	Iteration 0F: 3 clusters Score -373420.1 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -374076.906250 Penalty: 3968.173096
	Iteration 1F: 3 clusters Score -374076.9 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -374252.843750 Penalty: 3968.173096
	Iteration 2F: 3 clusters Score -374252.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -374367.125000 Penalty: 3968.173096
	Iteration 3F: 3 clusters Score -374367.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -374461.062500 Penalty: 3968.173096
	Iteration 4Q: 3 clusters Score -374461.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -374542.125000 Penalty: 3968.173096
	Iteration 5Q: 3 clusters Score -374542.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -374595.187500 Penalty: 3968.173096
	Iteration 6Q: 3 clusters Score -374595.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -374633.250000 Penalty: 3968.173096
	Iteration 7Q: 3 clusters Score -374633.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -374664.281250 Penalty: 3968.173096
	Iteration 8Q: 3 clusters Score -374664.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -374685.406250 Penalty: 3968.173096
	Iteration 9Q: 3 clusters Score -374685.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -374707.375000 Penalty: 3968.173096
	Iteration 10Q: 3 clusters Score -374707.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -374730.906250 Penalty: 3968.173096
	Iteration 11Q: 3 clusters Score -374730.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -374749.000000 Penalty: 3968.173096
	Iteration 12Q: 3 clusters Score -374749 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -374762.000000 Penalty: 3968.173096
	Iteration 13Q: 3 clusters Score -374762 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -374772.031250 Penalty: 3968.173096
	Iteration 14Q: 3 clusters Score -374772 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -374781.093750 Penalty: 3968.173096
	Iteration 15Q: 3 clusters Score -374781.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -374790.468750 Penalty: 3968.173096
	Iteration 16Q: 3 clusters Score -374790.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -374799.343750 Penalty: 3968.173096
	Iteration 17Q: 3 clusters Score -374799.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -374805.468750 Penalty: 3968.173096
	Iteration 18Q: 3 clusters Score -374805.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -374812.843750 Penalty: 3968.173096
	Iteration 19Q: 3 clusters Score -374812.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -374820.343750 Penalty: 3968.173096
	Iteration 20F: 3 clusters Score -374820.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -374828.312500 Penalty: 3968.173096
	Iteration 21Q: 3 clusters Score -374828.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -374836.187500 Penalty: 3968.173096
	Iteration 22Q: 3 clusters Score -374836.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -374845.375000 Penalty: 3968.173096
	Iteration 23Q: 3 clusters Score -374845.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -374851.875000 Penalty: 3968.173096
	Iteration 24Q: 3 clusters Score -374851.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -374860.468750 Penalty: 3968.173096
	Iteration 25Q: 3 clusters Score -374860.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -374865.750000 Penalty: 3968.173096
	Iteration 26Q: 3 clusters Score -374865.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -374870.312500 Penalty: 3968.173096
	Iteration 27Q: 3 clusters Score -374870.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -374874.062500 Penalty: 3968.173096
	Iteration 28Q: 3 clusters Score -374874.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -374877.750000 Penalty: 3968.173096
	Iteration 29Q: 3 clusters Score -374877.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -374880.625000 Penalty: 3968.173096
	Iteration 30Q: 3 clusters Score -374880.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -374882.781250 Penalty: 3968.173096
	Iteration 31Q: 3 clusters Score -374882.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -374886.656250 Penalty: 3968.173096
	Iteration 32Q: 3 clusters Score -374886.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -374893.343750 Penalty: 3968.173096
	Iteration 33Q: 3 clusters Score -374893.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -374899.687500 Penalty: 3968.173096
	Iteration 34Q: 3 clusters Score -374899.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -374904.593750 Penalty: 3968.173096
	Iteration 35Q: 3 clusters Score -374904.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -374908.906250 Penalty: 3968.173096
	Iteration 36Q: 3 clusters Score -374908.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -374915.718750 Penalty: 3968.173096
	Iteration 37Q: 3 clusters Score -374915.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -374921.656250 Penalty: 3968.173096
	Iteration 38Q: 3 clusters Score -374921.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -374930.250000 Penalty: 3968.173096
	Iteration 39Q: 3 clusters Score -374930.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -374936.093750 Penalty: 3968.173096
	Iteration 40F: 3 clusters Score -374936.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -374937.406250 Penalty: 3968.173096
	Iteration 41Q: 3 clusters Score -374937.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -374939.062500 Penalty: 3968.173096
	Iteration 42Q: 3 clusters Score -374939.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -374940.437500 Penalty: 3968.173096
	Iteration 43Q: 3 clusters Score -374940.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -374943.750000 Penalty: 3968.173096
	Iteration 44Q: 3 clusters Score -374943.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -374946.875000 Penalty: 3968.173096
	Iteration 45Q: 3 clusters Score -374946.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -374951.187500 Penalty: 3968.173096
	Iteration 46Q: 3 clusters Score -374951.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -374955.000000 Penalty: 3968.173096
	Iteration 47Q: 3 clusters Score -374955 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -374961.343750 Penalty: 3968.173096
	Iteration 48Q: 3 clusters Score -374961.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -374966.312500 Penalty: 3968.173096
	Iteration 49Q: 3 clusters Score -374966.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -374971.093750 Penalty: 3968.173096
	Iteration 50Q: 3 clusters Score -374971.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -374975.125000 Penalty: 3968.173096
	Iteration 51Q: 3 clusters Score -374975.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -374978.281250 Penalty: 3968.173096
	Iteration 52Q: 3 clusters Score -374978.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -374982.406250 Penalty: 3968.173096
	Iteration 53Q: 3 clusters Score -374982.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -374987.437500 Penalty: 3968.173096
	Iteration 54Q: 3 clusters Score -374987.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -374989.750000 Penalty: 3968.173096
	Iteration 55Q: 3 clusters Score -374989.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -374993.875000 Penalty: 3968.173096
	Iteration 56Q: 3 clusters Score -374993.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -374998.750000 Penalty: 3968.173096
	Iteration 57Q: 3 clusters Score -374998.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -375001.437500 Penalty: 3968.173096
	Iteration 58Q: 3 clusters Score -375001.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -375005.468750 Penalty: 3968.173096
	Iteration 59Q: 3 clusters Score -375005.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -375008.125000 Penalty: 3968.173096
	Iteration 60F: 3 clusters Score -375008.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -375009.718750 Penalty: 3968.173096
	Iteration 61Q: 3 clusters Score -375009.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -375012.031250 Penalty: 3968.173096
	Iteration 62Q: 3 clusters Score -375012 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -375013.187500 Penalty: 3968.173096
	Iteration 63Q: 3 clusters Score -375013.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -375013.687500 Penalty: 3968.173096
	Iteration 64Q: 3 clusters Score -375013.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -375013.812500 Penalty: 3968.173096
	Iteration 65Q: 3 clusters Score -375013.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -375014.625000 Penalty: 3968.173096
	Iteration 66Q: 3 clusters Score -375014.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -375015.468750 Penalty: 3968.173096
	Iteration 67Q: 3 clusters Score -375015.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -375016.562500 Penalty: 3968.173096
	Iteration 68Q: 3 clusters Score -375016.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -375019.031250 Penalty: 3968.173096
	Iteration 69Q: 3 clusters Score -375019 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -375020.812500 Penalty: 3968.173096
	Iteration 70Q: 3 clusters Score -375020.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -375025.531250 Penalty: 3968.173096
	Iteration 71Q: 3 clusters Score -375025.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -375027.468750 Penalty: 3968.173096
	Iteration 72Q: 3 clusters Score -375027.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -375030.406250 Penalty: 3968.173096
	Iteration 73Q: 3 clusters Score -375030.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -375031.906250 Penalty: 3968.173096
	Iteration 74Q: 3 clusters Score -375031.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -375033.656250 Penalty: 3968.173096
	Iteration 75Q: 3 clusters Score -375033.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -375034.812500 Penalty: 3968.173096
	Iteration 76Q: 3 clusters Score -375034.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -375034.968750 Penalty: 3968.173096
	Iteration 77Q: 3 clusters Score -375035 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -375035.968750 Penalty: 3968.173096
	Iteration 78Q: 3 clusters Score -375036 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -375036.281250 Penalty: 3968.173096
	Iteration 79Q: 3 clusters Score -375036.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -375036.062500 Penalty: 3968.173096
	Iteration 80F: 3 clusters Score -375036.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -375036.500000 Penalty: 3968.173096
	Iteration 81Q: 3 clusters Score -375036.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -375036.187500 Penalty: 3968.173096
	Iteration 82Q: 3 clusters Score -375036.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -375037.156250 Penalty: 3968.173096
	Iteration 83Q: 3 clusters Score -375037.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -375037.062500 Penalty: 3968.173096
	Iteration 84Q: 3 clusters Score -375037.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -375037.062500 Penalty: 3968.173096
	Iteration 85F: 3 clusters Score -375037.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Entering Unmasked Estep 
Score: -316351.875000 Penalty: 1944.006836
	Iteration 0F: 2 clusters Score -316351.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -313404.906250 Penalty: 3888.013672
	Iteration 0F: 3 clusters Score -313404.9 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -314034.156250 Penalty: 3888.013672
	Iteration 1F: 3 clusters Score -314034.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -314199.593750 Penalty: 3888.013672
	Iteration 2F: 3 clusters Score -314199.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -314335.062500 Penalty: 3888.013672
	Iteration 3Q: 3 clusters Score -314335.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -314449.687500 Penalty: 3888.013672
	Iteration 4Q: 3 clusters Score -314449.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -314566.437500 Penalty: 3888.013672
	Iteration 5Q: 3 clusters Score -314566.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -314689.875000 Penalty: 3888.013672
	Iteration 6Q: 3 clusters Score -314689.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -314842.468750 Penalty: 3888.013672
	Iteration 7Q: 3 clusters Score -314842.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -315001.125000 Penalty: 3888.013672
	Iteration 8Q: 3 clusters Score -315001.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -315203.312500 Penalty: 3888.013672
	Iteration 9F: 3 clusters Score -315203.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -315346.843750 Penalty: 3888.013672
	Iteration 10Q: 3 clusters Score -315346.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -315438.500000 Penalty: 3888.013672
	Iteration 11Q: 3 clusters Score -315438.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -315523.781250 Penalty: 3888.013672
	Iteration 12Q: 3 clusters Score -315523.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -315574.968750 Penalty: 3888.013672
	Iteration 13Q: 3 clusters Score -315575 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -315616.000000 Penalty: 3888.013672
	Iteration 14Q: 3 clusters Score -315616 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -315648.250000 Penalty: 3888.013672
	Iteration 15Q: 3 clusters Score -315648.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -315668.531250 Penalty: 3888.013672
	Iteration 16Q: 3 clusters Score -315668.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -315679.031250 Penalty: 3888.013672
	Iteration 17Q: 3 clusters Score -315679 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -315684.062500 Penalty: 3888.013672
	Iteration 18Q: 3 clusters Score -315684.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -315686.718750 Penalty: 3888.013672
	Iteration 19Q: 3 clusters Score -315686.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -315687.906250 Penalty: 3888.013672
	Iteration 20F: 3 clusters Score -315687.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -315687.625000 Penalty: 3888.013672
	Iteration 21Q: 3 clusters Score -315687.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -315687.625000 Penalty: 3888.013672
	Iteration 22F: 3 clusters Score -315687.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Entering Unmasked Estep 
Score: -55300.328125 Penalty: 1470.538086
	Iteration 0F: 2 clusters Score -55300.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -53935.480469 Penalty: 2941.076172
	Iteration 0F: 3 clusters Score -53935.48 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -54130.042969 Penalty: 2941.076172
	Iteration 1F: 3 clusters Score -54130.04 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -54319.828125 Penalty: 2941.076172
	Iteration 2F: 3 clusters Score -54319.83 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -54401.429688 Penalty: 2941.076172
	Iteration 3Q: 3 clusters Score -54401.43 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -54512.488281 Penalty: 2941.076172
	Iteration 4Q: 3 clusters Score -54512.49 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -54972.347656 Penalty: 2941.076172
	Iteration 5Q: 3 clusters Score -54972.35 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -55038.218750 Penalty: 2941.076172
	Iteration 6Q: 3 clusters Score -55038.22 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -55067.296875 Penalty: 2941.076172
	Iteration 7Q: 3 clusters Score -55067.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -55103.226562 Penalty: 2941.076172
	Iteration 8Q: 3 clusters Score -55103.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -55142.187500 Penalty: 2941.076172
	Iteration 9Q: 3 clusters Score -55142.19 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -55174.910156 Penalty: 2941.076172
	Iteration 10Q: 3 clusters Score -55174.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -55206.714844 Penalty: 2941.076172
	Iteration 11Q: 3 clusters Score -55206.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -55217.785156 Penalty: 2941.076172
	Iteration 12Q: 3 clusters Score -55217.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -55223.855469 Penalty: 2941.076172
	Iteration 13Q: 3 clusters Score -55223.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -55231.503906 Penalty: 2941.076172
	Iteration 14Q: 3 clusters Score -55231.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -55237.933594 Penalty: 2941.076172
	Iteration 15Q: 3 clusters Score -55237.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -55240.394531 Penalty: 2941.076172
	Iteration 16Q: 3 clusters Score -55240.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -55243.566406 Penalty: 2941.076172
	Iteration 17Q: 3 clusters Score -55243.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -55245.468750 Penalty: 2941.076172
	Iteration 18Q: 3 clusters Score -55245.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -55245.468750 Penalty: 2941.076172
	Iteration 19F: 3 clusters Score -55245.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (7689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Entering Unmasked Estep 
Score: -975496.687500 Penalty: 2218.991455
	Iteration 0F: 2 clusters Score -975496.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -969386.375000 Penalty: 4437.982910
	Iteration 0F: 3 clusters Score -969386.4 nChanged 3028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -971056.625000 Penalty: 4437.982910
	Iteration 1F: 3 clusters Score -971056.6 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -971419.000000 Penalty: 4437.982910
	Iteration 2F: 3 clusters Score -971419 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -971717.687500 Penalty: 4437.982910
	Iteration 3F: 3 clusters Score -971717.7 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -971955.000000 Penalty: 4437.982910
	Iteration 4Q: 3 clusters Score -971955 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -972203.125000 Penalty: 4437.982910
	Iteration 5Q: 3 clusters Score -972203.1 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -972409.375000 Penalty: 4437.982910
	Iteration 6Q: 3 clusters Score -972409.4 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -972606.312500 Penalty: 4437.982910
	Iteration 7Q: 3 clusters Score -972606.3 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -972766.875000 Penalty: 4437.982910
	Iteration 8Q: 3 clusters Score -972766.9 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -972895.687500 Penalty: 4437.982910
	Iteration 9Q: 3 clusters Score -972895.7 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -972995.937500 Penalty: 4437.982910
	Iteration 10Q: 3 clusters Score -972995.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -973074.812500 Penalty: 4437.982910
	Iteration 11Q: 3 clusters Score -973074.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -973138.625000 Penalty: 4437.982910
	Iteration 12Q: 3 clusters Score -973138.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -973199.375000 Penalty: 4437.982910
	Iteration 13Q: 3 clusters Score -973199.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -973258.250000 Penalty: 4437.982910
	Iteration 14Q: 3 clusters Score -973258.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -973307.062500 Penalty: 4437.982910
	Iteration 15Q: 3 clusters Score -973307.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -973345.687500 Penalty: 4437.982910
	Iteration 16Q: 3 clusters Score -973345.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -973380.312500 Penalty: 4437.982910
	Iteration 17Q: 3 clusters Score -973380.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -973415.750000 Penalty: 4437.982910
	Iteration 18Q: 3 clusters Score -973415.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -973440.562500 Penalty: 4437.982910
	Iteration 19Q: 3 clusters Score -973440.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -973469.000000 Penalty: 4437.982910
	Iteration 20F: 3 clusters Score -973469 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -973505.875000 Penalty: 4437.982910
	Iteration 21Q: 3 clusters Score -973505.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -973536.500000 Penalty: 4437.982910
	Iteration 22Q: 3 clusters Score -973536.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -973565.937500 Penalty: 4437.982910
	Iteration 23Q: 3 clusters Score -973565.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -973596.312500 Penalty: 4437.982910
	Iteration 24Q: 3 clusters Score -973596.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -973618.375000 Penalty: 4437.982910
	Iteration 25Q: 3 clusters Score -973618.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -973646.125000 Penalty: 4437.982910
	Iteration 26Q: 3 clusters Score -973646.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -973680.187500 Penalty: 4437.982910
	Iteration 27Q: 3 clusters Score -973680.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -973725.500000 Penalty: 4437.982910
	Iteration 28Q: 3 clusters Score -973725.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -973773.187500 Penalty: 4437.982910
	Iteration 29Q: 3 clusters Score -973773.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -973827.062500 Penalty: 4437.982910
	Iteration 30Q: 3 clusters Score -973827.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -973885.625000 Penalty: 4437.982910
	Iteration 31Q: 3 clusters Score -973885.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -973960.250000 Penalty: 4437.982910
	Iteration 32Q: 3 clusters Score -973960.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -974038.375000 Penalty: 4437.982910
	Iteration 33Q: 3 clusters Score -974038.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -974114.062500 Penalty: 4437.982910
	Iteration 34Q: 3 clusters Score -974114.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -974164.000000 Penalty: 4437.982910
	Iteration 35Q: 3 clusters Score -974164 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -974193.625000 Penalty: 4437.982910
	Iteration 36Q: 3 clusters Score -974193.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -974221.562500 Penalty: 4437.982910
	Iteration 37Q: 3 clusters Score -974221.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -974237.562500 Penalty: 4437.982910
	Iteration 38Q: 3 clusters Score -974237.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -974248.937500 Penalty: 4437.982910
	Iteration 39Q: 3 clusters Score -974248.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -974261.750000 Penalty: 4437.982910
	Iteration 40F: 3 clusters Score -974261.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -974267.875000 Penalty: 4437.982910
	Iteration 41Q: 3 clusters Score -974267.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -974275.312500 Penalty: 4437.982910
	Iteration 42Q: 3 clusters Score -974275.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -974283.562500 Penalty: 4437.982910
	Iteration 43Q: 3 clusters Score -974283.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -974290.562500 Penalty: 4437.982910
	Iteration 44Q: 3 clusters Score -974290.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -974295.687500 Penalty: 4437.982910
	Iteration 45Q: 3 clusters Score -974295.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -974299.625000 Penalty: 4437.982910
	Iteration 46Q: 3 clusters Score -974299.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -974304.250000 Penalty: 4437.982910
	Iteration 47Q: 3 clusters Score -974304.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -974308.562500 Penalty: 4437.982910
	Iteration 48Q: 3 clusters Score -974308.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -974313.062500 Penalty: 4437.982910
	Iteration 49Q: 3 clusters Score -974313.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -974316.750000 Penalty: 4437.982910
	Iteration 50Q: 3 clusters Score -974316.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -974319.062500 Penalty: 4437.982910
	Iteration 51Q: 3 clusters Score -974319.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -974322.625000 Penalty: 4437.982910
	Iteration 52Q: 3 clusters Score -974322.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -974324.437500 Penalty: 4437.982910
	Iteration 53Q: 3 clusters Score -974324.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -974323.500000 Penalty: 4437.982910
	Iteration 54Q: 3 clusters Score -974323.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -974323.500000 Penalty: 4437.982910
	Iteration 55F: 3 clusters Score -974323.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (174610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174610 members 
Entering Unmasked Estep 
Score: -22337608.000000 Penalty: 2993.437012
	Iteration 0F: 2 clusters Score -2.233761e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87140 members 
Mstep: Class 2 contains 87470 members 
Entering Unmasked Estep 
Score: -22220674.000000 Penalty: 5986.874023
	Iteration 0F: 3 clusters Score -2.222067e+07 nChanged 83590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87354 members 
Mstep: Class 2 contains 87256 members 
Entering Unmasked Estep 
Score: -22270600.000000 Penalty: 5986.874023
	Iteration 1F: 3 clusters Score -2.22706e+07 nChanged 6608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87798 members 
Mstep: Class 2 contains 86812 members 
Entering Unmasked Estep 
Score: -22272750.000000 Penalty: 5986.874023
	Iteration 2Q: 3 clusters Score -2.227275e+07 nChanged 7214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88438 members 
Mstep: Class 2 contains 86172 members 
Entering Unmasked Estep 
Score: -22275282.000000 Penalty: 5986.874023
	Iteration 3Q: 3 clusters Score -2.227528e+07 nChanged 7924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89170 members 
Mstep: Class 2 contains 85440 members 
Entering Unmasked Estep 
Score: -22278128.000000 Penalty: 5986.874023
	Iteration 4Q: 3 clusters Score -2.227813e+07 nChanged 8478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89982 members 
Mstep: Class 2 contains 84628 members 
Entering Unmasked Estep 
Score: -22281150.000000 Penalty: 5986.874023
	Iteration 5Q: 3 clusters Score -2.228115e+07 nChanged 8205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90697 members 
Mstep: Class 2 contains 83913 members 
Entering Unmasked Estep 
Score: -22283958.000000 Penalty: 5986.874023
	Iteration 6Q: 3 clusters Score -2.228396e+07 nChanged 7408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91241 members 
Mstep: Class 2 contains 83369 members 
Entering Unmasked Estep 
Score: -22286434.000000 Penalty: 5986.874023
	Iteration 7Q: 3 clusters Score -2.228643e+07 nChanged 6450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91605 members 
Mstep: Class 2 contains 83005 members 
Entering Unmasked Estep 
Score: -22288254.000000 Penalty: 5986.874023
	Iteration 8Q: 3 clusters Score -2.228825e+07 nChanged 5450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91787 members 
Mstep: Class 2 contains 82823 members 
Entering Unmasked Estep 
Score: -22289504.000000 Penalty: 5986.874023
	Iteration 9Q: 3 clusters Score -2.22895e+07 nChanged 4494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91713 members 
Mstep: Class 2 contains 82897 members 
Entering Unmasked Estep 
Score: -22290438.000000 Penalty: 5986.874023
	Iteration 10Q: 3 clusters Score -2.229044e+07 nChanged 3656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91445 members 
Mstep: Class 2 contains 83165 members 
Entering Unmasked Estep 
Score: -22290898.000000 Penalty: 5986.874023
	Iteration 11Q: 3 clusters Score -2.22909e+07 nChanged 3048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91025 members 
Mstep: Class 2 contains 83585 members 
Entering Unmasked Estep 
Score: -22291458.000000 Penalty: 5986.874023
	Iteration 12Q: 3 clusters Score -2.229146e+07 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90475 members 
Mstep: Class 2 contains 84135 members 
Entering Unmasked Estep 
Score: -22291738.000000 Penalty: 5986.874023
	Iteration 13Q: 3 clusters Score -2.229174e+07 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89752 members 
Mstep: Class 2 contains 84858 members 
Entering Unmasked Estep 
Score: -22291976.000000 Penalty: 5986.874023
	Iteration 14Q: 3 clusters Score -2.229198e+07 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88699 members 
Mstep: Class 2 contains 85911 members 
Entering Unmasked Estep 
Score: -22292158.000000 Penalty: 5986.874023
	Iteration 15Q: 3 clusters Score -2.229216e+07 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87428 members 
Mstep: Class 2 contains 87182 members 
Entering Unmasked Estep 
Score: -22292480.000000 Penalty: 5986.874023
	Iteration 16Q: 3 clusters Score -2.229248e+07 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85853 members 
Mstep: Class 2 contains 88757 members 
Entering Unmasked Estep 
Score: -22292698.000000 Penalty: 5986.874023
	Iteration 17Q: 3 clusters Score -2.22927e+07 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83794 members 
Mstep: Class 2 contains 90816 members 
Entering Unmasked Estep 
Score: -22293068.000000 Penalty: 5986.874023
	Iteration 18Q: 3 clusters Score -2.229307e+07 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81175 members 
Mstep: Class 2 contains 93435 members 
Entering Unmasked Estep 
Score: -22293628.000000 Penalty: 5986.874023
	Iteration 19Q: 3 clusters Score -2.229363e+07 nChanged 3315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77914 members 
Mstep: Class 2 contains 96696 members 
Entering Unmasked Estep 
Score: -22294480.000000 Penalty: 5986.874023
	Iteration 20F: 3 clusters Score -2.229448e+07 nChanged 4134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73806 members 
Mstep: Class 2 contains 100804 members 
Entering Unmasked Estep 
Score: -22295806.000000 Penalty: 5986.874023
	Iteration 21Q: 3 clusters Score -2.229581e+07 nChanged 5078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68742 members 
Mstep: Class 2 contains 105868 members 
Entering Unmasked Estep 
Score: -22297384.000000 Penalty: 5986.874023
	Iteration 22Q: 3 clusters Score -2.229738e+07 nChanged 6122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62626 members 
Mstep: Class 2 contains 111984 members 
Entering Unmasked Estep 
Score: -22299818.000000 Penalty: 5986.874023
	Iteration 23Q: 3 clusters Score -2.229982e+07 nChanged 7193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55433 members 
Mstep: Class 2 contains 119177 members 
Entering Unmasked Estep 
Score: -22303092.000000 Penalty: 5986.874023
	Iteration 24Q: 3 clusters Score -2.230309e+07 nChanged 8186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47247 members 
Mstep: Class 2 contains 127363 members 
Entering Unmasked Estep 
Score: -22307036.000000 Penalty: 5986.874023
	Iteration 25Q: 3 clusters Score -2.230704e+07 nChanged 8784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38463 members 
Mstep: Class 2 contains 136147 members 
Entering Unmasked Estep 
Score: -22311998.000000 Penalty: 5986.874023
	Iteration 26F: 3 clusters Score -2.2312e+07 nChanged 8759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29704 members 
Mstep: Class 2 contains 144906 members 
Entering Unmasked Estep 
Score: -22317168.000000 Penalty: 5986.874023
	Iteration 27F: 3 clusters Score -2.231717e+07 nChanged 7906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21798 members 
Mstep: Class 2 contains 152812 members 
Entering Unmasked Estep 
Score: -22322238.000000 Penalty: 5986.874023
	Iteration 28Q: 3 clusters Score -2.232224e+07 nChanged 6524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15274 members 
Mstep: Class 2 contains 159336 members 
Entering Unmasked Estep 
Score: -22326510.000000 Penalty: 5986.874023
	Iteration 29Q: 3 clusters Score -2.232651e+07 nChanged 4876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 164212 members 
Entering Unmasked Estep 
Score: -22329580.000000 Penalty: 5986.874023
	Iteration 30Q: 3 clusters Score -2.232958e+07 nChanged 3384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 167594 members 
Entering Unmasked Estep 
Score: -22331834.000000 Penalty: 5986.874023
	Iteration 31Q: 3 clusters Score -2.233183e+07 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 169728 members 
Entering Unmasked Estep 
Score: -22333098.000000 Penalty: 5986.874023
	Iteration 32Q: 3 clusters Score -2.23331e+07 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 170936 members 
Entering Unmasked Estep 
Score: -22333816.000000 Penalty: 5986.874023
	Iteration 33Q: 3 clusters Score -2.233382e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 171689 members 
Entering Unmasked Estep 
Score: -22334238.000000 Penalty: 5986.874023
	Iteration 34Q: 3 clusters Score -2.233424e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 172159 members 
Entering Unmasked Estep 
Score: -22334426.000000 Penalty: 5986.874023
	Iteration 35Q: 3 clusters Score -2.233443e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 172480 members 
Entering Unmasked Estep 
Score: -22334542.000000 Penalty: 5986.874023
	Iteration 36Q: 3 clusters Score -2.233454e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 172713 members 
Entering Unmasked Estep 
Score: -22334644.000000 Penalty: 5986.874023
	Iteration 37Q: 3 clusters Score -2.233464e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 172882 members 
Entering Unmasked Estep 
Score: -22334728.000000 Penalty: 5986.874023
	Iteration 38Q: 3 clusters Score -2.233473e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 173020 members 
Entering Unmasked Estep 
Score: -22334786.000000 Penalty: 5986.874023
	Iteration 39Q: 3 clusters Score -2.233479e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 173125 members 
Entering Unmasked Estep 
Score: -22334814.000000 Penalty: 5986.874023
	Iteration 40F: 3 clusters Score -2.233481e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 173221 members 
Entering Unmasked Estep 
Score: -22334870.000000 Penalty: 5986.874023
	Iteration 41Q: 3 clusters Score -2.233487e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 173287 members 
Entering Unmasked Estep 
Score: -22334884.000000 Penalty: 5986.874023
	Iteration 42Q: 3 clusters Score -2.233488e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 173326 members 
Entering Unmasked Estep 
Score: -22334904.000000 Penalty: 5986.874023
	Iteration 43Q: 3 clusters Score -2.23349e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 173354 members 
Entering Unmasked Estep 
Score: -22334914.000000 Penalty: 5986.874023
	Iteration 44Q: 3 clusters Score -2.233491e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 173380 members 
Entering Unmasked Estep 
Score: -22334914.000000 Penalty: 5986.874023
	Iteration 45Q: 3 clusters Score -2.233491e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 173407 members 
Entering Unmasked Estep 
Score: -22334918.000000 Penalty: 5986.874023
	Iteration 46Q: 3 clusters Score -2.233492e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 173433 members 
Entering Unmasked Estep 
Score: -22334952.000000 Penalty: 5986.874023
	Iteration 47Q: 3 clusters Score -2.233495e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 173454 members 
Entering Unmasked Estep 
Score: -22334958.000000 Penalty: 5986.874023
	Iteration 48Q: 3 clusters Score -2.233496e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 173466 members 
Entering Unmasked Estep 
Score: -22334990.000000 Penalty: 5986.874023
	Iteration 49Q: 3 clusters Score -2.233499e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 173478 members 
Entering Unmasked Estep 
Score: -22334994.000000 Penalty: 5986.874023
	Iteration 50Q: 3 clusters Score -2.233499e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 173486 members 
Entering Unmasked Estep 
Score: -22334986.000000 Penalty: 5986.874023
	Iteration 51Q: 3 clusters Score -2.233499e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 173492 members 
Entering Unmasked Estep 
Score: -22335002.000000 Penalty: 5986.874023
	Iteration 52Q: 3 clusters Score -2.2335e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 173498 members 
Entering Unmasked Estep 
Score: -22335002.000000 Penalty: 5986.874023
	Iteration 53Q: 3 clusters Score -2.2335e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 173511 members 
Entering Unmasked Estep 
Score: -22334988.000000 Penalty: 5986.874023
	Iteration 54Q: 3 clusters Score -2.233499e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 173520 members 
Entering Unmasked Estep 
Score: -22334986.000000 Penalty: 5986.874023
	Iteration 55Q: 3 clusters Score -2.233499e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 173525 members 
Entering Unmasked Estep 
Score: -22334974.000000 Penalty: 5986.874023
	Iteration 56Q: 3 clusters Score -2.233497e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 173526 members 
Entering Unmasked Estep 
Score: -22334984.000000 Penalty: 5986.874023
	Iteration 57Q: 3 clusters Score -2.233498e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 173531 members 
Entering Unmasked Estep 
Score: -22334976.000000 Penalty: 5986.874023
	Iteration 58Q: 3 clusters Score -2.233498e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 173532 members 
Entering Unmasked Estep 
Score: -22334978.000000 Penalty: 5986.874023
	Iteration 59Q: 3 clusters Score -2.233498e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 173533 members 
Entering Unmasked Estep 
Score: -22334980.000000 Penalty: 5986.874023
	Iteration 60F: 3 clusters Score -2.233498e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 173535 members 
Entering Unmasked Estep 
Score: -22334976.000000 Penalty: 5986.874023
	Iteration 61Q: 3 clusters Score -2.233498e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 173539 members 
Entering Unmasked Estep 
Score: -22334994.000000 Penalty: 5986.874023
	Iteration 62Q: 3 clusters Score -2.233499e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 173539 members 
Entering Unmasked Estep 
Score: -22335008.000000 Penalty: 5986.874023
	Iteration 63Q: 3 clusters Score -2.233501e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 173542 members 
Entering Unmasked Estep 
Score: -22335026.000000 Penalty: 5986.874023
	Iteration 64Q: 3 clusters Score -2.233503e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 173548 members 
Entering Unmasked Estep 
Score: -22335010.000000 Penalty: 5986.874023
	Iteration 65Q: 3 clusters Score -2.233501e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 173548 members 
Entering Unmasked Estep 
Score: -22335022.000000 Penalty: 5986.874023
	Iteration 66Q: 3 clusters Score -2.233502e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 173551 members 
Entering Unmasked Estep 
Score: -22335014.000000 Penalty: 5986.874023
	Iteration 67Q: 3 clusters Score -2.233501e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 173552 members 
Entering Unmasked Estep 
Score: -22335030.000000 Penalty: 5986.874023
	Iteration 68Q: 3 clusters Score -2.233503e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 173552 members 
Entering Unmasked Estep 
Score: -22335026.000000 Penalty: 5986.874023
	Iteration 69Q: 3 clusters Score -2.233503e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 173552 members 
Entering Unmasked Estep 
Score: -22335026.000000 Penalty: 5986.874023
	Iteration 70F: 3 clusters Score -2.233503e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (8484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Entering Unmasked Estep 
Score: -936315.750000 Penalty: 2243.392578
	Iteration 0F: 2 clusters Score -936315.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -929659.500000 Penalty: 4486.785156
	Iteration 0F: 3 clusters Score -929659.5 nChanged 3456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -931929.750000 Penalty: 4486.785156
	Iteration 1F: 3 clusters Score -931929.8 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -932464.250000 Penalty: 4486.785156
	Iteration 2F: 3 clusters Score -932464.2 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -932940.437500 Penalty: 4486.785156
	Iteration 3F: 3 clusters Score -932940.4 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -933361.687500 Penalty: 4486.785156
	Iteration 4F: 3 clusters Score -933361.7 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -933697.250000 Penalty: 4486.785156
	Iteration 5F: 3 clusters Score -933697.2 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -933960.750000 Penalty: 4486.785156
	Iteration 6Q: 3 clusters Score -933960.8 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -934174.562500 Penalty: 4486.785156
	Iteration 7Q: 3 clusters Score -934174.6 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -934367.250000 Penalty: 4486.785156
	Iteration 8Q: 3 clusters Score -934367.2 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -934542.625000 Penalty: 4486.785156
	Iteration 9Q: 3 clusters Score -934542.6 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -934689.000000 Penalty: 4486.785156
	Iteration 10Q: 3 clusters Score -934689 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -934804.000000 Penalty: 4486.785156
	Iteration 11Q: 3 clusters Score -934804 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -934902.000000 Penalty: 4486.785156
	Iteration 12Q: 3 clusters Score -934902 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -934991.562500 Penalty: 4486.785156
	Iteration 13Q: 3 clusters Score -934991.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -935078.875000 Penalty: 4486.785156
	Iteration 14Q: 3 clusters Score -935078.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -935155.500000 Penalty: 4486.785156
	Iteration 15Q: 3 clusters Score -935155.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -935218.875000 Penalty: 4486.785156
	Iteration 16Q: 3 clusters Score -935218.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -935259.812500 Penalty: 4486.785156
	Iteration 17Q: 3 clusters Score -935259.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -935291.062500 Penalty: 4486.785156
	Iteration 18Q: 3 clusters Score -935291.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -935327.750000 Penalty: 4486.785156
	Iteration 19Q: 3 clusters Score -935327.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -935357.375000 Penalty: 4486.785156
	Iteration 20F: 3 clusters Score -935357.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -935378.250000 Penalty: 4486.785156
	Iteration 21Q: 3 clusters Score -935378.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -935395.812500 Penalty: 4486.785156
	Iteration 22Q: 3 clusters Score -935395.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -935412.187500 Penalty: 4486.785156
	Iteration 23Q: 3 clusters Score -935412.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -935419.750000 Penalty: 4486.785156
	Iteration 24Q: 3 clusters Score -935419.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -935429.500000 Penalty: 4486.785156
	Iteration 25Q: 3 clusters Score -935429.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -935427.625000 Penalty: 4486.785156
	Iteration 26Q: 3 clusters Score -935427.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -935432.500000 Penalty: 4486.785156
	Iteration 27Q: 3 clusters Score -935432.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -935435.187500 Penalty: 4486.785156
	Iteration 28Q: 3 clusters Score -935435.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -935440.937500 Penalty: 4486.785156
	Iteration 29Q: 3 clusters Score -935440.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -935444.125000 Penalty: 4486.785156
	Iteration 30Q: 3 clusters Score -935444.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -935451.687500 Penalty: 4486.785156
	Iteration 31Q: 3 clusters Score -935451.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -935457.437500 Penalty: 4486.785156
	Iteration 32Q: 3 clusters Score -935457.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -935465.937500 Penalty: 4486.785156
	Iteration 33Q: 3 clusters Score -935465.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -935481.812500 Penalty: 4486.785156
	Iteration 34Q: 3 clusters Score -935481.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -935492.500000 Penalty: 4486.785156
	Iteration 35Q: 3 clusters Score -935492.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -935502.687500 Penalty: 4486.785156
	Iteration 36Q: 3 clusters Score -935502.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -935507.437500 Penalty: 4486.785156
	Iteration 37Q: 3 clusters Score -935507.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -935508.625000 Penalty: 4486.785156
	Iteration 38Q: 3 clusters Score -935508.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -935508.687500 Penalty: 4486.785156
	Iteration 39Q: 3 clusters Score -935508.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -935513.375000 Penalty: 4486.785156
	Iteration 40F: 3 clusters Score -935513.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -935514.625000 Penalty: 4486.785156
	Iteration 41Q: 3 clusters Score -935514.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -935513.562500 Penalty: 4486.785156
	Iteration 42Q: 3 clusters Score -935513.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -935515.625000 Penalty: 4486.785156
	Iteration 43Q: 3 clusters Score -935515.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -935515.750000 Penalty: 4486.785156
	Iteration 44Q: 3 clusters Score -935515.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -935516.875000 Penalty: 4486.785156
	Iteration 45Q: 3 clusters Score -935516.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -935517.625000 Penalty: 4486.785156
	Iteration 46Q: 3 clusters Score -935517.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -935518.687500 Penalty: 4486.785156
	Iteration 47Q: 3 clusters Score -935518.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -935518.562500 Penalty: 4486.785156
	Iteration 48Q: 3 clusters Score -935518.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -935519.187500 Penalty: 4486.785156
	Iteration 49Q: 3 clusters Score -935519.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -935519.187500 Penalty: 4486.785156
	Iteration 50F: 3 clusters Score -935519.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Entering Unmasked Estep 
Score: -461642.312500 Penalty: 2071.959229
	Iteration 0F: 2 clusters Score -461642.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -457717.625000 Penalty: 4143.918457
	Iteration 0F: 3 clusters Score -457717.6 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -458850.156250 Penalty: 4143.918457
	Iteration 1F: 3 clusters Score -458850.2 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -459154.656250 Penalty: 4143.918457
	Iteration 2F: 3 clusters Score -459154.7 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -459364.468750 Penalty: 4143.918457
	Iteration 3F: 3 clusters Score -459364.5 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -459537.750000 Penalty: 4143.918457
	Iteration 4Q: 3 clusters Score -459537.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -459726.500000 Penalty: 4143.918457
	Iteration 5Q: 3 clusters Score -459726.5 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -459893.656250 Penalty: 4143.918457
	Iteration 6Q: 3 clusters Score -459893.7 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -460069.906250 Penalty: 4143.918457
	Iteration 7Q: 3 clusters Score -460069.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -460203.593750 Penalty: 4143.918457
	Iteration 8Q: 3 clusters Score -460203.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -460322.875000 Penalty: 4143.918457
	Iteration 9Q: 3 clusters Score -460322.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -460394.625000 Penalty: 4143.918457
	Iteration 10Q: 3 clusters Score -460394.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -460444.843750 Penalty: 4143.918457
	Iteration 11Q: 3 clusters Score -460444.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -460478.031250 Penalty: 4143.918457
	Iteration 12Q: 3 clusters Score -460478 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -460500.656250 Penalty: 4143.918457
	Iteration 13Q: 3 clusters Score -460500.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -460514.437500 Penalty: 4143.918457
	Iteration 14Q: 3 clusters Score -460514.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -460526.281250 Penalty: 4143.918457
	Iteration 15Q: 3 clusters Score -460526.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -460534.000000 Penalty: 4143.918457
	Iteration 16Q: 3 clusters Score -460534 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -460540.687500 Penalty: 4143.918457
	Iteration 17Q: 3 clusters Score -460540.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -460547.656250 Penalty: 4143.918457
	Iteration 18Q: 3 clusters Score -460547.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -460551.593750 Penalty: 4143.918457
	Iteration 19Q: 3 clusters Score -460551.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -460555.812500 Penalty: 4143.918457
	Iteration 20F: 3 clusters Score -460555.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -460557.656250 Penalty: 4143.918457
	Iteration 21Q: 3 clusters Score -460557.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -460557.625000 Penalty: 4143.918457
	Iteration 22Q: 3 clusters Score -460557.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -460559.250000 Penalty: 4143.918457
	Iteration 23Q: 3 clusters Score -460559.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -460558.781250 Penalty: 4143.918457
	Iteration 24Q: 3 clusters Score -460558.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -460559.781250 Penalty: 4143.918457
	Iteration 25Q: 3 clusters Score -460559.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -460560.687500 Penalty: 4143.918457
	Iteration 26Q: 3 clusters Score -460560.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -460561.000000 Penalty: 4143.918457
	Iteration 27Q: 3 clusters Score -460561 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -460561.343750 Penalty: 4143.918457
	Iteration 28Q: 3 clusters Score -460561.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -460561.281250 Penalty: 4143.918457
	Iteration 29Q: 3 clusters Score -460561.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -460562.125000 Penalty: 4143.918457
	Iteration 30Q: 3 clusters Score -460562.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -460562.593750 Penalty: 4143.918457
	Iteration 31Q: 3 clusters Score -460562.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -460562.531250 Penalty: 4143.918457
	Iteration 32Q: 3 clusters Score -460562.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -460562.531250 Penalty: 4143.918457
	Iteration 33F: 3 clusters Score -460562.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (23534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23534 members 
Entering Unmasked Estep 
Score: -2974363.000000 Penalty: 2496.417969
	Iteration 0F: 2 clusters Score -2974363 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11940 members 
Mstep: Class 2 contains 11594 members 
Entering Unmasked Estep 
Score: -2958049.750000 Penalty: 4992.835938
	Iteration 0F: 3 clusters Score -2958050 nChanged 10568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13142 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -2964147.250000 Penalty: 4992.835938
	Iteration 1F: 3 clusters Score -2964147 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13929 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -2965175.250000 Penalty: 4992.835938
	Iteration 2F: 3 clusters Score -2965175 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14951 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -2966394.000000 Penalty: 4992.835938
	Iteration 3F: 3 clusters Score -2966394 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15980 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -2967602.000000 Penalty: 4992.835938
	Iteration 4F: 3 clusters Score -2967602 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16851 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -2968516.250000 Penalty: 4992.835938
	Iteration 5F: 3 clusters Score -2968516 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17573 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -2969180.000000 Penalty: 4992.835938
	Iteration 6Q: 3 clusters Score -2969180 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18132 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -2969624.750000 Penalty: 4992.835938
	Iteration 7Q: 3 clusters Score -2969625 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18599 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -2970040.500000 Penalty: 4992.835938
	Iteration 8Q: 3 clusters Score -2970040 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19004 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -2970409.250000 Penalty: 4992.835938
	Iteration 9Q: 3 clusters Score -2970409 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19346 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -2970799.750000 Penalty: 4992.835938
	Iteration 10Q: 3 clusters Score -2970800 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19588 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -2971126.000000 Penalty: 4992.835938
	Iteration 11Q: 3 clusters Score -2971126 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19753 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -2971412.500000 Penalty: 4992.835938
	Iteration 12Q: 3 clusters Score -2971412 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19890 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -2971633.000000 Penalty: 4992.835938
	Iteration 13Q: 3 clusters Score -2971633 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20005 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -2971822.500000 Penalty: 4992.835938
	Iteration 14Q: 3 clusters Score -2971822 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20095 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -2971932.750000 Penalty: 4992.835938
	Iteration 15Q: 3 clusters Score -2971933 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20169 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -2972002.500000 Penalty: 4992.835938
	Iteration 16Q: 3 clusters Score -2972002 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20226 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -2972054.250000 Penalty: 4992.835938
	Iteration 17Q: 3 clusters Score -2972054 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20275 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -2972120.000000 Penalty: 4992.835938
	Iteration 18Q: 3 clusters Score -2972120 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20315 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -2972145.750000 Penalty: 4992.835938
	Iteration 19Q: 3 clusters Score -2972146 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20362 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -2972173.250000 Penalty: 4992.835938
	Iteration 20F: 3 clusters Score -2972173 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20403 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -2972187.500000 Penalty: 4992.835938
	Iteration 21Q: 3 clusters Score -2972188 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20436 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -2972208.000000 Penalty: 4992.835938
	Iteration 22Q: 3 clusters Score -2972208 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20461 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -2972217.000000 Penalty: 4992.835938
	Iteration 23Q: 3 clusters Score -2972217 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20483 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -2972227.000000 Penalty: 4992.835938
	Iteration 24Q: 3 clusters Score -2972227 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20500 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -2972236.250000 Penalty: 4992.835938
	Iteration 25Q: 3 clusters Score -2972236 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20530 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -2972245.750000 Penalty: 4992.835938
	Iteration 26Q: 3 clusters Score -2972246 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20545 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -2972245.750000 Penalty: 4992.835938
	Iteration 27Q: 3 clusters Score -2972246 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20559 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -2972255.000000 Penalty: 4992.835938
	Iteration 28Q: 3 clusters Score -2972255 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20576 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -2972255.250000 Penalty: 4992.835938
	Iteration 29Q: 3 clusters Score -2972255 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20586 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -2972260.750000 Penalty: 4992.835938
	Iteration 30Q: 3 clusters Score -2972261 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20596 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -2972266.500000 Penalty: 4992.835938
	Iteration 31Q: 3 clusters Score -2972266 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20605 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -2972270.500000 Penalty: 4992.835938
	Iteration 32Q: 3 clusters Score -2972270 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20609 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -2972275.000000 Penalty: 4992.835938
	Iteration 33Q: 3 clusters Score -2972275 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20610 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -2972276.500000 Penalty: 4992.835938
	Iteration 34Q: 3 clusters Score -2972276 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20609 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -2972273.250000 Penalty: 4992.835938
	Iteration 35Q: 3 clusters Score -2972273 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20614 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -2972274.500000 Penalty: 4992.835938
	Iteration 36Q: 3 clusters Score -2972274 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20618 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -2972274.500000 Penalty: 4992.835938
	Iteration 37Q: 3 clusters Score -2972274 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20624 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -2972277.500000 Penalty: 4992.835938
	Iteration 38Q: 3 clusters Score -2972278 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20629 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -2972279.000000 Penalty: 4992.835938
	Iteration 39Q: 3 clusters Score -2972279 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20631 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -2972281.750000 Penalty: 4992.835938
	Iteration 40F: 3 clusters Score -2972282 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20638 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -2972279.500000 Penalty: 4992.835938
	Iteration 41Q: 3 clusters Score -2972280 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20649 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -2972278.250000 Penalty: 4992.835938
	Iteration 42Q: 3 clusters Score -2972278 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20657 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -2972281.250000 Penalty: 4992.835938
	Iteration 43Q: 3 clusters Score -2972281 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20669 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -2972279.750000 Penalty: 4992.835938
	Iteration 44Q: 3 clusters Score -2972280 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20681 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -2972286.250000 Penalty: 4992.835938
	Iteration 45Q: 3 clusters Score -2972286 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20690 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -2972285.750000 Penalty: 4992.835938
	Iteration 46Q: 3 clusters Score -2972286 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20691 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -2972289.750000 Penalty: 4992.835938
	Iteration 47Q: 3 clusters Score -2972290 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20696 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -2972291.500000 Penalty: 4992.835938
	Iteration 48Q: 3 clusters Score -2972292 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20705 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -2972294.250000 Penalty: 4992.835938
	Iteration 49Q: 3 clusters Score -2972294 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20714 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -2972300.000000 Penalty: 4992.835938
	Iteration 50Q: 3 clusters Score -2972300 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20718 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -2972299.500000 Penalty: 4992.835938
	Iteration 51Q: 3 clusters Score -2972300 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20725 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -2972301.500000 Penalty: 4992.835938
	Iteration 52Q: 3 clusters Score -2972302 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20730 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -2972301.250000 Penalty: 4992.835938
	Iteration 53Q: 3 clusters Score -2972301 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20734 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -2972307.500000 Penalty: 4992.835938
	Iteration 54Q: 3 clusters Score -2972308 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20736 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -2972308.750000 Penalty: 4992.835938
	Iteration 55Q: 3 clusters Score -2972309 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20737 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -2972308.750000 Penalty: 4992.835938
	Iteration 56Q: 3 clusters Score -2972309 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20738 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -2972310.250000 Penalty: 4992.835938
	Iteration 57Q: 3 clusters Score -2972310 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20738 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -2972310.250000 Penalty: 4992.835938
	Iteration 58F: 3 clusters Score -2972310 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4007 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Entering Unmasked Estep 
Score: -494669.250000 Penalty: 2057.357910
	Iteration 0F: 2 clusters Score -494669.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -490813.500000 Penalty: 4114.715820
	Iteration 0F: 3 clusters Score -490813.5 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -491672.250000 Penalty: 4114.715820
	Iteration 1F: 3 clusters Score -491672.2 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -491876.687500 Penalty: 4114.715820
	Iteration 2F: 3 clusters Score -491876.7 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -491997.968750 Penalty: 4114.715820
	Iteration 3F: 3 clusters Score -491998 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -492071.281250 Penalty: 4114.715820
	Iteration 4Q: 3 clusters Score -492071.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -492127.375000 Penalty: 4114.715820
	Iteration 5Q: 3 clusters Score -492127.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -492175.843750 Penalty: 4114.715820
	Iteration 6Q: 3 clusters Score -492175.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -492220.093750 Penalty: 4114.715820
	Iteration 7Q: 3 clusters Score -492220.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -492252.531250 Penalty: 4114.715820
	Iteration 8Q: 3 clusters Score -492252.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -492278.781250 Penalty: 4114.715820
	Iteration 9Q: 3 clusters Score -492278.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -492310.562500 Penalty: 4114.715820
	Iteration 10Q: 3 clusters Score -492310.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -492340.218750 Penalty: 4114.715820
	Iteration 11Q: 3 clusters Score -492340.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -492379.812500 Penalty: 4114.715820
	Iteration 12Q: 3 clusters Score -492379.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -492418.812500 Penalty: 4114.715820
	Iteration 13Q: 3 clusters Score -492418.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -492461.812500 Penalty: 4114.715820
	Iteration 14Q: 3 clusters Score -492461.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -492508.687500 Penalty: 4114.715820
	Iteration 15Q: 3 clusters Score -492508.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -492551.062500 Penalty: 4114.715820
	Iteration 16Q: 3 clusters Score -492551.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -492596.968750 Penalty: 4114.715820
	Iteration 17Q: 3 clusters Score -492597 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -492643.062500 Penalty: 4114.715820
	Iteration 18Q: 3 clusters Score -492643.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -492682.062500 Penalty: 4114.715820
	Iteration 19Q: 3 clusters Score -492682.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -492714.875000 Penalty: 4114.715820
	Iteration 20F: 3 clusters Score -492714.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -492744.812500 Penalty: 4114.715820
	Iteration 21Q: 3 clusters Score -492744.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -492776.281250 Penalty: 4114.715820
	Iteration 22Q: 3 clusters Score -492776.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -492809.406250 Penalty: 4114.715820
	Iteration 23Q: 3 clusters Score -492809.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -492846.875000 Penalty: 4114.715820
	Iteration 24Q: 3 clusters Score -492846.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -492887.156250 Penalty: 4114.715820
	Iteration 25Q: 3 clusters Score -492887.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -492932.562500 Penalty: 4114.715820
	Iteration 26Q: 3 clusters Score -492932.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -492982.531250 Penalty: 4114.715820
	Iteration 27Q: 3 clusters Score -492982.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -493023.531250 Penalty: 4114.715820
	Iteration 28Q: 3 clusters Score -493023.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -493049.187500 Penalty: 4114.715820
	Iteration 29Q: 3 clusters Score -493049.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -493070.437500 Penalty: 4114.715820
	Iteration 30Q: 3 clusters Score -493070.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -493093.062500 Penalty: 4114.715820
	Iteration 31Q: 3 clusters Score -493093.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -493113.312500 Penalty: 4114.715820
	Iteration 32Q: 3 clusters Score -493113.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -493147.031250 Penalty: 4114.715820
	Iteration 33Q: 3 clusters Score -493147 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -493198.781250 Penalty: 4114.715820
	Iteration 34Q: 3 clusters Score -493198.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -493282.125000 Penalty: 4114.715820
	Iteration 35Q: 3 clusters Score -493282.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -493428.375000 Penalty: 4114.715820
	Iteration 36Q: 3 clusters Score -493428.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -493639.656250 Penalty: 4114.715820
	Iteration 37Q: 3 clusters Score -493639.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -493783.468750 Penalty: 4114.715820
	Iteration 38Q: 3 clusters Score -493783.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -493849.968750 Penalty: 4114.715820
	Iteration 39Q: 3 clusters Score -493850 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -493889.375000 Penalty: 4114.715820
	Iteration 40F: 3 clusters Score -493889.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -493908.750000 Penalty: 4114.715820
	Iteration 41Q: 3 clusters Score -493908.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -493919.375000 Penalty: 4114.715820
	Iteration 42Q: 3 clusters Score -493919.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -493925.218750 Penalty: 4114.715820
	Iteration 43Q: 3 clusters Score -493925.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -493928.968750 Penalty: 4114.715820
	Iteration 44Q: 3 clusters Score -493929 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -493933.531250 Penalty: 4114.715820
	Iteration 45Q: 3 clusters Score -493933.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -493937.656250 Penalty: 4114.715820
	Iteration 46Q: 3 clusters Score -493937.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -493942.187500 Penalty: 4114.715820
	Iteration 47Q: 3 clusters Score -493942.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -493943.468750 Penalty: 4114.715820
	Iteration 48Q: 3 clusters Score -493943.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -493945.843750 Penalty: 4114.715820
	Iteration 49Q: 3 clusters Score -493945.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -493947.093750 Penalty: 4114.715820
	Iteration 50Q: 3 clusters Score -493947.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -493948.593750 Penalty: 4114.715820
	Iteration 51Q: 3 clusters Score -493948.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -493953.218750 Penalty: 4114.715820
	Iteration 52Q: 3 clusters Score -493953.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -493955.562500 Penalty: 4114.715820
	Iteration 53Q: 3 clusters Score -493955.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -493958.968750 Penalty: 4114.715820
	Iteration 54Q: 3 clusters Score -493959 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -493960.000000 Penalty: 4114.715820
	Iteration 55Q: 3 clusters Score -493960 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -493961.375000 Penalty: 4114.715820
	Iteration 56Q: 3 clusters Score -493961.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -493960.500000 Penalty: 4114.715820
	Iteration 57Q: 3 clusters Score -493960.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -493961.687500 Penalty: 4114.715820
	Iteration 58Q: 3 clusters Score -493961.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -493961.687500 Penalty: 4114.715820
	Iteration 59F: 3 clusters Score -493961.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (6622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Entering Unmasked Estep 
Score: -827480.687500 Penalty: 2181.941895
	Iteration 0F: 2 clusters Score -827480.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -821939.562500 Penalty: 4363.883789
	Iteration 0F: 3 clusters Score -821939.6 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -823436.500000 Penalty: 4363.883789
	Iteration 1F: 3 clusters Score -823436.5 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -823735.437500 Penalty: 4363.883789
	Iteration 2F: 3 clusters Score -823735.4 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -823957.562500 Penalty: 4363.883789
	Iteration 3F: 3 clusters Score -823957.6 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -824170.500000 Penalty: 4363.883789
	Iteration 4Q: 3 clusters Score -824170.5 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -824395.937500 Penalty: 4363.883789
	Iteration 5Q: 3 clusters Score -824395.9 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -824679.000000 Penalty: 4363.883789
	Iteration 6Q: 3 clusters Score -824679 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -825028.812500 Penalty: 4363.883789
	Iteration 7F: 3 clusters Score -825028.8 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -825431.562500 Penalty: 4363.883789
	Iteration 8F: 3 clusters Score -825431.6 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -825827.562500 Penalty: 4363.883789
	Iteration 9F: 3 clusters Score -825827.6 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -826090.062500 Penalty: 4363.883789
	Iteration 10Q: 3 clusters Score -826090.1 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -826292.250000 Penalty: 4363.883789
	Iteration 11Q: 3 clusters Score -826292.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -826435.250000 Penalty: 4363.883789
	Iteration 12Q: 3 clusters Score -826435.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -826529.187500 Penalty: 4363.883789
	Iteration 13Q: 3 clusters Score -826529.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -826611.562500 Penalty: 4363.883789
	Iteration 14Q: 3 clusters Score -826611.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -826707.500000 Penalty: 4363.883789
	Iteration 15Q: 3 clusters Score -826707.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -826844.937500 Penalty: 4363.883789
	Iteration 16Q: 3 clusters Score -826844.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -826973.937500 Penalty: 4363.883789
	Iteration 17Q: 3 clusters Score -826973.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -827100.125000 Penalty: 4363.883789
	Iteration 18Q: 3 clusters Score -827100.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -827178.250000 Penalty: 4363.883789
	Iteration 19Q: 3 clusters Score -827178.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -827234.312500 Penalty: 4363.883789
	Iteration 20F: 3 clusters Score -827234.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -827271.625000 Penalty: 4363.883789
	Iteration 21Q: 3 clusters Score -827271.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -827292.250000 Penalty: 4363.883789
	Iteration 22Q: 3 clusters Score -827292.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -827302.687500 Penalty: 4363.883789
	Iteration 23Q: 3 clusters Score -827302.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -827311.187500 Penalty: 4363.883789
	Iteration 24Q: 3 clusters Score -827311.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -827314.750000 Penalty: 4363.883789
	Iteration 25Q: 3 clusters Score -827314.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -827317.562500 Penalty: 4363.883789
	Iteration 26Q: 3 clusters Score -827317.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -827320.687500 Penalty: 4363.883789
	Iteration 27Q: 3 clusters Score -827320.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -827323.000000 Penalty: 4363.883789
	Iteration 28Q: 3 clusters Score -827323 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -827324.937500 Penalty: 4363.883789
	Iteration 29Q: 3 clusters Score -827324.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -827324.062500 Penalty: 4363.883789
	Iteration 30Q: 3 clusters Score -827324.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -827324.062500 Penalty: 4363.883789
	Iteration 31F: 3 clusters Score -827324.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (186214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186214 members 
Entering Unmasked Estep 
Score: -23914576.000000 Penalty: 3009.393799
	Iteration 0F: 2 clusters Score -2.391458e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93081 members 
Mstep: Class 2 contains 93133 members 
Entering Unmasked Estep 
Score: -23791756.000000 Penalty: 6018.787598
	Iteration 0F: 3 clusters Score -2.379176e+07 nChanged 89570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92991 members 
Mstep: Class 2 contains 93223 members 
Entering Unmasked Estep 
Score: -23845030.000000 Penalty: 6018.787598
	Iteration 1F: 3 clusters Score -2.384503e+07 nChanged 5831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93010 members 
Mstep: Class 2 contains 93204 members 
Entering Unmasked Estep 
Score: -23846460.000000 Penalty: 6018.787598
	Iteration 2Q: 3 clusters Score -2.384646e+07 nChanged 6289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93095 members 
Mstep: Class 2 contains 93119 members 
Entering Unmasked Estep 
Score: -23848258.000000 Penalty: 6018.787598
	Iteration 3Q: 3 clusters Score -2.384826e+07 nChanged 7054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93403 members 
Mstep: Class 2 contains 92811 members 
Entering Unmasked Estep 
Score: -23850550.000000 Penalty: 6018.787598
	Iteration 4Q: 3 clusters Score -2.385055e+07 nChanged 7827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93852 members 
Mstep: Class 2 contains 92362 members 
Entering Unmasked Estep 
Score: -23853556.000000 Penalty: 6018.787598
	Iteration 5Q: 3 clusters Score -2.385356e+07 nChanged 8775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94211 members 
Mstep: Class 2 contains 92003 members 
Entering Unmasked Estep 
Score: -23857512.000000 Penalty: 6018.787598
	Iteration 6Q: 3 clusters Score -2.385751e+07 nChanged 9847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94338 members 
Mstep: Class 2 contains 91876 members 
Entering Unmasked Estep 
Score: -23862910.000000 Penalty: 6018.787598
	Iteration 7F: 3 clusters Score -2.386291e+07 nChanged 10897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93977 members 
Mstep: Class 2 contains 92237 members 
Entering Unmasked Estep 
Score: -23870068.000000 Penalty: 6018.787598
	Iteration 8F: 3 clusters Score -2.387007e+07 nChanged 11382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93307 members 
Mstep: Class 2 contains 92907 members 
Entering Unmasked Estep 
Score: -23877808.000000 Penalty: 6018.787598
	Iteration 9F: 3 clusters Score -2.387781e+07 nChanged 10344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92465 members 
Mstep: Class 2 contains 93749 members 
Entering Unmasked Estep 
Score: -23883448.000000 Penalty: 6018.787598
	Iteration 10F: 3 clusters Score -2.388345e+07 nChanged 7544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91715 members 
Mstep: Class 2 contains 94499 members 
Entering Unmasked Estep 
Score: -23886192.000000 Penalty: 6018.787598
	Iteration 11Q: 3 clusters Score -2.388619e+07 nChanged 4602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91115 members 
Mstep: Class 2 contains 95099 members 
Entering Unmasked Estep 
Score: -23887118.000000 Penalty: 6018.787598
	Iteration 12Q: 3 clusters Score -2.388712e+07 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90662 members 
Mstep: Class 2 contains 95552 members 
Entering Unmasked Estep 
Score: -23887446.000000 Penalty: 6018.787598
	Iteration 13Q: 3 clusters Score -2.388745e+07 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90204 members 
Mstep: Class 2 contains 96010 members 
Entering Unmasked Estep 
Score: -23887756.000000 Penalty: 6018.787598
	Iteration 14Q: 3 clusters Score -2.388776e+07 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89717 members 
Mstep: Class 2 contains 96497 members 
Entering Unmasked Estep 
Score: -23887972.000000 Penalty: 6018.787598
	Iteration 15Q: 3 clusters Score -2.388797e+07 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89156 members 
Mstep: Class 2 contains 97058 members 
Entering Unmasked Estep 
Score: -23888110.000000 Penalty: 6018.787598
	Iteration 16Q: 3 clusters Score -2.388811e+07 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88555 members 
Mstep: Class 2 contains 97659 members 
Entering Unmasked Estep 
Score: -23888506.000000 Penalty: 6018.787598
	Iteration 17Q: 3 clusters Score -2.388851e+07 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87940 members 
Mstep: Class 2 contains 98274 members 
Entering Unmasked Estep 
Score: -23888746.000000 Penalty: 6018.787598
	Iteration 18Q: 3 clusters Score -2.388875e+07 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87293 members 
Mstep: Class 2 contains 98921 members 
Entering Unmasked Estep 
Score: -23888908.000000 Penalty: 6018.787598
	Iteration 19Q: 3 clusters Score -2.388891e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86669 members 
Mstep: Class 2 contains 99545 members 
Entering Unmasked Estep 
Score: -23889080.000000 Penalty: 6018.787598
	Iteration 20F: 3 clusters Score -2.388908e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86057 members 
Mstep: Class 2 contains 100157 members 
Entering Unmasked Estep 
Score: -23889240.000000 Penalty: 6018.787598
	Iteration 21Q: 3 clusters Score -2.388924e+07 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85435 members 
Mstep: Class 2 contains 100779 members 
Entering Unmasked Estep 
Score: -23889392.000000 Penalty: 6018.787598
	Iteration 22Q: 3 clusters Score -2.388939e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84813 members 
Mstep: Class 2 contains 101401 members 
Entering Unmasked Estep 
Score: -23889564.000000 Penalty: 6018.787598
	Iteration 23Q: 3 clusters Score -2.388956e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84147 members 
Mstep: Class 2 contains 102067 members 
Entering Unmasked Estep 
Score: -23889698.000000 Penalty: 6018.787598
	Iteration 24Q: 3 clusters Score -2.38897e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83485 members 
Mstep: Class 2 contains 102729 members 
Entering Unmasked Estep 
Score: -23889882.000000 Penalty: 6018.787598
	Iteration 25Q: 3 clusters Score -2.388988e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82767 members 
Mstep: Class 2 contains 103447 members 
Entering Unmasked Estep 
Score: -23890144.000000 Penalty: 6018.787598
	Iteration 26Q: 3 clusters Score -2.389014e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82043 members 
Mstep: Class 2 contains 104171 members 
Entering Unmasked Estep 
Score: -23890338.000000 Penalty: 6018.787598
	Iteration 27Q: 3 clusters Score -2.389034e+07 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81248 members 
Mstep: Class 2 contains 104966 members 
Entering Unmasked Estep 
Score: -23890430.000000 Penalty: 6018.787598
	Iteration 28Q: 3 clusters Score -2.389043e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80440 members 
Mstep: Class 2 contains 105774 members 
Entering Unmasked Estep 
Score: -23890550.000000 Penalty: 6018.787598
	Iteration 29Q: 3 clusters Score -2.389055e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79566 members 
Mstep: Class 2 contains 106648 members 
Entering Unmasked Estep 
Score: -23890686.000000 Penalty: 6018.787598
	Iteration 30Q: 3 clusters Score -2.389069e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78651 members 
Mstep: Class 2 contains 107563 members 
Entering Unmasked Estep 
Score: -23890852.000000 Penalty: 6018.787598
	Iteration 31Q: 3 clusters Score -2.389085e+07 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77628 members 
Mstep: Class 2 contains 108586 members 
Entering Unmasked Estep 
Score: -23891072.000000 Penalty: 6018.787598
	Iteration 32Q: 3 clusters Score -2.389107e+07 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76525 members 
Mstep: Class 2 contains 109689 members 
Entering Unmasked Estep 
Score: -23891284.000000 Penalty: 6018.787598
	Iteration 33Q: 3 clusters Score -2.389128e+07 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75401 members 
Mstep: Class 2 contains 110813 members 
Entering Unmasked Estep 
Score: -23891522.000000 Penalty: 6018.787598
	Iteration 34Q: 3 clusters Score -2.389152e+07 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74173 members 
Mstep: Class 2 contains 112041 members 
Entering Unmasked Estep 
Score: -23891690.000000 Penalty: 6018.787598
	Iteration 35Q: 3 clusters Score -2.389169e+07 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72891 members 
Mstep: Class 2 contains 113323 members 
Entering Unmasked Estep 
Score: -23891930.000000 Penalty: 6018.787598
	Iteration 36Q: 3 clusters Score -2.389193e+07 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71527 members 
Mstep: Class 2 contains 114687 members 
Entering Unmasked Estep 
Score: -23892132.000000 Penalty: 6018.787598
	Iteration 37Q: 3 clusters Score -2.389213e+07 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70116 members 
Mstep: Class 2 contains 116098 members 
Entering Unmasked Estep 
Score: -23892258.000000 Penalty: 6018.787598
	Iteration 38Q: 3 clusters Score -2.389226e+07 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68593 members 
Mstep: Class 2 contains 117621 members 
Entering Unmasked Estep 
Score: -23892602.000000 Penalty: 6018.787598
	Iteration 39Q: 3 clusters Score -2.38926e+07 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67036 members 
Mstep: Class 2 contains 119178 members 
Entering Unmasked Estep 
Score: -23892926.000000 Penalty: 6018.787598
	Iteration 40F: 3 clusters Score -2.389293e+07 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65383 members 
Mstep: Class 2 contains 120831 members 
Entering Unmasked Estep 
Score: -23893080.000000 Penalty: 6018.787598
	Iteration 41Q: 3 clusters Score -2.389308e+07 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63693 members 
Mstep: Class 2 contains 122521 members 
Entering Unmasked Estep 
Score: -23893260.000000 Penalty: 6018.787598
	Iteration 42Q: 3 clusters Score -2.389326e+07 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61914 members 
Mstep: Class 2 contains 124300 members 
Entering Unmasked Estep 
Score: -23893690.000000 Penalty: 6018.787598
	Iteration 43Q: 3 clusters Score -2.389369e+07 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60000 members 
Mstep: Class 2 contains 126214 members 
Entering Unmasked Estep 
Score: -23893950.000000 Penalty: 6018.787598
	Iteration 44Q: 3 clusters Score -2.389395e+07 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57900 members 
Mstep: Class 2 contains 128314 members 
Entering Unmasked Estep 
Score: -23894394.000000 Penalty: 6018.787598
	Iteration 45Q: 3 clusters Score -2.389439e+07 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55700 members 
Mstep: Class 2 contains 130514 members 
Entering Unmasked Estep 
Score: -23894888.000000 Penalty: 6018.787598
	Iteration 46Q: 3 clusters Score -2.389489e+07 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53352 members 
Mstep: Class 2 contains 132862 members 
Entering Unmasked Estep 
Score: -23895536.000000 Penalty: 6018.787598
	Iteration 47Q: 3 clusters Score -2.389554e+07 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50857 members 
Mstep: Class 2 contains 135357 members 
Entering Unmasked Estep 
Score: -23896276.000000 Penalty: 6018.787598
	Iteration 48Q: 3 clusters Score -2.389628e+07 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48300 members 
Mstep: Class 2 contains 137914 members 
Entering Unmasked Estep 
Score: -23897066.000000 Penalty: 6018.787598
	Iteration 49Q: 3 clusters Score -2.389707e+07 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45743 members 
Mstep: Class 2 contains 140471 members 
Entering Unmasked Estep 
Score: -23897784.000000 Penalty: 6018.787598
	Iteration 50Q: 3 clusters Score -2.389778e+07 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43098 members 
Mstep: Class 2 contains 143116 members 
Entering Unmasked Estep 
Score: -23898638.000000 Penalty: 6018.787598
	Iteration 51Q: 3 clusters Score -2.389864e+07 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40343 members 
Mstep: Class 2 contains 145871 members 
Entering Unmasked Estep 
Score: -23899628.000000 Penalty: 6018.787598
	Iteration 52Q: 3 clusters Score -2.389963e+07 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37497 members 
Mstep: Class 2 contains 148717 members 
Entering Unmasked Estep 
Score: -23900860.000000 Penalty: 6018.787598
	Iteration 53Q: 3 clusters Score -2.390086e+07 nChanged 2868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34649 members 
Mstep: Class 2 contains 151565 members 
Entering Unmasked Estep 
Score: -23902206.000000 Penalty: 6018.787598
	Iteration 54Q: 3 clusters Score -2.390221e+07 nChanged 2806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31871 members 
Mstep: Class 2 contains 154343 members 
Entering Unmasked Estep 
Score: -23903618.000000 Penalty: 6018.787598
	Iteration 55Q: 3 clusters Score -2.390362e+07 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29218 members 
Mstep: Class 2 contains 156996 members 
Entering Unmasked Estep 
Score: -23905096.000000 Penalty: 6018.787598
	Iteration 56Q: 3 clusters Score -2.39051e+07 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26723 members 
Mstep: Class 2 contains 159491 members 
Entering Unmasked Estep 
Score: -23906260.000000 Penalty: 6018.787598
	Iteration 57Q: 3 clusters Score -2.390626e+07 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24386 members 
Mstep: Class 2 contains 161828 members 
Entering Unmasked Estep 
Score: -23907266.000000 Penalty: 6018.787598
	Iteration 58Q: 3 clusters Score -2.390727e+07 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22324 members 
Mstep: Class 2 contains 163890 members 
Entering Unmasked Estep 
Score: -23908168.000000 Penalty: 6018.787598
	Iteration 59Q: 3 clusters Score -2.390817e+07 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20461 members 
Mstep: Class 2 contains 165753 members 
Entering Unmasked Estep 
Score: -23908926.000000 Penalty: 6018.787598
	Iteration 60F: 3 clusters Score -2.390893e+07 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18718 members 
Mstep: Class 2 contains 167496 members 
Entering Unmasked Estep 
Score: -23909582.000000 Penalty: 6018.787598
	Iteration 61Q: 3 clusters Score -2.390958e+07 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17118 members 
Mstep: Class 2 contains 169096 members 
Entering Unmasked Estep 
Score: -23910124.000000 Penalty: 6018.787598
	Iteration 62Q: 3 clusters Score -2.391012e+07 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15736 members 
Mstep: Class 2 contains 170478 members 
Entering Unmasked Estep 
Score: -23910642.000000 Penalty: 6018.787598
	Iteration 63Q: 3 clusters Score -2.391064e+07 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14452 members 
Mstep: Class 2 contains 171762 members 
Entering Unmasked Estep 
Score: -23911010.000000 Penalty: 6018.787598
	Iteration 64Q: 3 clusters Score -2.391101e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13282 members 
Mstep: Class 2 contains 172932 members 
Entering Unmasked Estep 
Score: -23911348.000000 Penalty: 6018.787598
	Iteration 65Q: 3 clusters Score -2.391135e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12227 members 
Mstep: Class 2 contains 173987 members 
Entering Unmasked Estep 
Score: -23911614.000000 Penalty: 6018.787598
	Iteration 66Q: 3 clusters Score -2.391161e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11279 members 
Mstep: Class 2 contains 174935 members 
Entering Unmasked Estep 
Score: -23911792.000000 Penalty: 6018.787598
	Iteration 67Q: 3 clusters Score -2.391179e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 175855 members 
Entering Unmasked Estep 
Score: -23911936.000000 Penalty: 6018.787598
	Iteration 68Q: 3 clusters Score -2.391194e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 176718 members 
Entering Unmasked Estep 
Score: -23912110.000000 Penalty: 6018.787598
	Iteration 69Q: 3 clusters Score -2.391211e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 177487 members 
Entering Unmasked Estep 
Score: -23912292.000000 Penalty: 6018.787598
	Iteration 70Q: 3 clusters Score -2.391229e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 178201 members 
Entering Unmasked Estep 
Score: -23912440.000000 Penalty: 6018.787598
	Iteration 71Q: 3 clusters Score -2.391244e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 178858 members 
Entering Unmasked Estep 
Score: -23912586.000000 Penalty: 6018.787598
	Iteration 72Q: 3 clusters Score -2.391259e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 179479 members 
Entering Unmasked Estep 
Score: -23912726.000000 Penalty: 6018.787598
	Iteration 73Q: 3 clusters Score -2.391273e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 180064 members 
Entering Unmasked Estep 
Score: -23912800.000000 Penalty: 6018.787598
	Iteration 74Q: 3 clusters Score -2.39128e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 180569 members 
Entering Unmasked Estep 
Score: -23912816.000000 Penalty: 6018.787598
	Iteration 75Q: 3 clusters Score -2.391282e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 181057 members 
Entering Unmasked Estep 
Score: -23912844.000000 Penalty: 6018.787598
	Iteration 76Q: 3 clusters Score -2.391284e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 181492 members 
Entering Unmasked Estep 
Score: -23912904.000000 Penalty: 6018.787598
	Iteration 77Q: 3 clusters Score -2.39129e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 181881 members 
Entering Unmasked Estep 
Score: -23912886.000000 Penalty: 6018.787598
	Iteration 78Q: 3 clusters Score -2.391289e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 182205 members 
Entering Unmasked Estep 
Score: -23912908.000000 Penalty: 6018.787598
	Iteration 79Q: 3 clusters Score -2.391291e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 182473 members 
Entering Unmasked Estep 
Score: -23912882.000000 Penalty: 6018.787598
	Iteration 80F: 3 clusters Score -2.391288e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 182703 members 
Entering Unmasked Estep 
Score: -23912918.000000 Penalty: 6018.787598
	Iteration 81Q: 3 clusters Score -2.391292e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 182897 members 
Entering Unmasked Estep 
Score: -23912958.000000 Penalty: 6018.787598
	Iteration 82Q: 3 clusters Score -2.391296e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 183057 members 
Entering Unmasked Estep 
Score: -23912944.000000 Penalty: 6018.787598
	Iteration 83Q: 3 clusters Score -2.391294e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 183209 members 
Entering Unmasked Estep 
Score: -23912940.000000 Penalty: 6018.787598
	Iteration 84Q: 3 clusters Score -2.391294e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 183359 members 
Entering Unmasked Estep 
Score: -23912958.000000 Penalty: 6018.787598
	Iteration 85Q: 3 clusters Score -2.391296e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 183498 members 
Entering Unmasked Estep 
Score: -23912928.000000 Penalty: 6018.787598
	Iteration 86Q: 3 clusters Score -2.391293e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 183634 members 
Entering Unmasked Estep 
Score: -23912936.000000 Penalty: 6018.787598
	Iteration 87Q: 3 clusters Score -2.391294e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 183748 members 
Entering Unmasked Estep 
Score: -23912916.000000 Penalty: 6018.787598
	Iteration 88Q: 3 clusters Score -2.391292e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 183857 members 
Entering Unmasked Estep 
Score: -23912932.000000 Penalty: 6018.787598
	Iteration 89Q: 3 clusters Score -2.391293e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 183951 members 
Entering Unmasked Estep 
Score: -23912912.000000 Penalty: 6018.787598
	Iteration 90Q: 3 clusters Score -2.391291e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 184035 members 
Entering Unmasked Estep 
Score: -23912956.000000 Penalty: 6018.787598
	Iteration 91Q: 3 clusters Score -2.391296e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 184111 members 
Entering Unmasked Estep 
Score: -23912972.000000 Penalty: 6018.787598
	Iteration 92Q: 3 clusters Score -2.391297e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 184173 members 
Entering Unmasked Estep 
Score: -23912950.000000 Penalty: 6018.787598
	Iteration 93Q: 3 clusters Score -2.391295e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 184224 members 
Entering Unmasked Estep 
Score: -23912962.000000 Penalty: 6018.787598
	Iteration 94Q: 3 clusters Score -2.391296e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 184259 members 
Entering Unmasked Estep 
Score: -23912954.000000 Penalty: 6018.787598
	Iteration 95Q: 3 clusters Score -2.391295e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 184301 members 
Entering Unmasked Estep 
Score: -23912942.000000 Penalty: 6018.787598
	Iteration 96Q: 3 clusters Score -2.391294e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 184333 members 
Entering Unmasked Estep 
Score: -23912932.000000 Penalty: 6018.787598
	Iteration 97Q: 3 clusters Score -2.391293e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 184365 members 
Entering Unmasked Estep 
Score: -23912952.000000 Penalty: 6018.787598
	Iteration 98Q: 3 clusters Score -2.391295e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 184402 members 
Entering Unmasked Estep 
Score: -23912930.000000 Penalty: 6018.787598
	Iteration 99Q: 3 clusters Score -2.391293e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 184431 members 
Entering Unmasked Estep 
Score: -23912946.000000 Penalty: 6018.787598
	Iteration 100F: 3 clusters Score -2.391295e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 184452 members 
Entering Unmasked Estep 
Score: -23912942.000000 Penalty: 6018.787598
	Iteration 101Q: 3 clusters Score -2.391294e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 184482 members 
Entering Unmasked Estep 
Score: -23912926.000000 Penalty: 6018.787598
	Iteration 102Q: 3 clusters Score -2.391293e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 184505 members 
Entering Unmasked Estep 
Score: -23912974.000000 Penalty: 6018.787598
	Iteration 103Q: 3 clusters Score -2.391297e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 184528 members 
Entering Unmasked Estep 
Score: -23912972.000000 Penalty: 6018.787598
	Iteration 104Q: 3 clusters Score -2.391297e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 184547 members 
Entering Unmasked Estep 
Score: -23912938.000000 Penalty: 6018.787598
	Iteration 105Q: 3 clusters Score -2.391294e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 184561 members 
Entering Unmasked Estep 
Score: -23912948.000000 Penalty: 6018.787598
	Iteration 106Q: 3 clusters Score -2.391295e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 184566 members 
Entering Unmasked Estep 
Score: -23912938.000000 Penalty: 6018.787598
	Iteration 107Q: 3 clusters Score -2.391294e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 184572 members 
Entering Unmasked Estep 
Score: -23912938.000000 Penalty: 6018.787598
	Iteration 108Q: 3 clusters Score -2.391294e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 184576 members 
Entering Unmasked Estep 
Score: -23912940.000000 Penalty: 6018.787598
	Iteration 109Q: 3 clusters Score -2.391294e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 184582 members 
Entering Unmasked Estep 
Score: -23912932.000000 Penalty: 6018.787598
	Iteration 110Q: 3 clusters Score -2.391293e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 184590 members 
Entering Unmasked Estep 
Score: -23912932.000000 Penalty: 6018.787598
	Iteration 111Q: 3 clusters Score -2.391293e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 184601 members 
Entering Unmasked Estep 
Score: -23912932.000000 Penalty: 6018.787598
	Iteration 112Q: 3 clusters Score -2.391293e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 184609 members 
Entering Unmasked Estep 
Score: -23912936.000000 Penalty: 6018.787598
	Iteration 113Q: 3 clusters Score -2.391294e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 184617 members 
Entering Unmasked Estep 
Score: -23912940.000000 Penalty: 6018.787598
	Iteration 114Q: 3 clusters Score -2.391294e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 184622 members 
Entering Unmasked Estep 
Score: -23912940.000000 Penalty: 6018.787598
	Iteration 115Q: 3 clusters Score -2.391294e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 184630 members 
Entering Unmasked Estep 
Score: -23912938.000000 Penalty: 6018.787598
	Iteration 116Q: 3 clusters Score -2.391294e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 184649 members 
Entering Unmasked Estep 
Score: -23912950.000000 Penalty: 6018.787598
	Iteration 117Q: 3 clusters Score -2.391295e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 184672 members 
Entering Unmasked Estep 
Score: -23912968.000000 Penalty: 6018.787598
	Iteration 118Q: 3 clusters Score -2.391297e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 184686 members 
Entering Unmasked Estep 
Score: -23912968.000000 Penalty: 6018.787598
	Iteration 119Q: 3 clusters Score -2.391297e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 184706 members 
Entering Unmasked Estep 
Score: -23912962.000000 Penalty: 6018.787598
	Iteration 120F: 3 clusters Score -2.391296e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 184718 members 
Entering Unmasked Estep 
Score: -23912940.000000 Penalty: 6018.787598
	Iteration 121Q: 3 clusters Score -2.391294e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 184731 members 
Entering Unmasked Estep 
Score: -23912934.000000 Penalty: 6018.787598
	Iteration 122Q: 3 clusters Score -2.391293e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 184739 members 
Entering Unmasked Estep 
Score: -23912942.000000 Penalty: 6018.787598
	Iteration 123Q: 3 clusters Score -2.391294e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 184748 members 
Entering Unmasked Estep 
Score: -23912926.000000 Penalty: 6018.787598
	Iteration 124Q: 3 clusters Score -2.391293e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 184751 members 
Entering Unmasked Estep 
Score: -23912922.000000 Penalty: 6018.787598
	Iteration 125Q: 3 clusters Score -2.391292e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 184755 members 
Entering Unmasked Estep 
Score: -23912936.000000 Penalty: 6018.787598
	Iteration 126Q: 3 clusters Score -2.391294e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 184761 members 
Entering Unmasked Estep 
Score: -23912926.000000 Penalty: 6018.787598
	Iteration 127Q: 3 clusters Score -2.391293e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 184764 members 
Entering Unmasked Estep 
Score: -23912944.000000 Penalty: 6018.787598
	Iteration 128Q: 3 clusters Score -2.391294e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 184766 members 
Entering Unmasked Estep 
Score: -23912938.000000 Penalty: 6018.787598
	Iteration 129Q: 3 clusters Score -2.391294e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 184766 members 
Entering Unmasked Estep 
Score: -23912938.000000 Penalty: 6018.787598
	Iteration 130F: 3 clusters Score -2.391294e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (219303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219303 members 
Entering Unmasked Estep 
Score: -28310878.000000 Penalty: 3049.955811
	Iteration 0F: 2 clusters Score -2.831088e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109660 members 
Mstep: Class 2 contains 109643 members 
Entering Unmasked Estep 
Score: -28178500.000000 Penalty: 6099.911621
	Iteration 0F: 3 clusters Score -2.81785e+07 nChanged 105918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109766 members 
Mstep: Class 2 contains 109537 members 
Entering Unmasked Estep 
Score: -28240202.000000 Penalty: 6099.911621
	Iteration 1F: 3 clusters Score -2.82402e+07 nChanged 5084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110752 members 
Mstep: Class 2 contains 108551 members 
Entering Unmasked Estep 
Score: -28240902.000000 Penalty: 6099.911621
	Iteration 2Q: 3 clusters Score -2.82409e+07 nChanged 5162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112248 members 
Mstep: Class 2 contains 107055 members 
Entering Unmasked Estep 
Score: -28241780.000000 Penalty: 6099.911621
	Iteration 3Q: 3 clusters Score -2.824178e+07 nChanged 5443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114713 members 
Mstep: Class 2 contains 104590 members 
Entering Unmasked Estep 
Score: -28242726.000000 Penalty: 6099.911621
	Iteration 4Q: 3 clusters Score -2.824273e+07 nChanged 6195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118680 members 
Mstep: Class 2 contains 100623 members 
Entering Unmasked Estep 
Score: -28244034.000000 Penalty: 6099.911621
	Iteration 5Q: 3 clusters Score -2.824403e+07 nChanged 7815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124935 members 
Mstep: Class 2 contains 94368 members 
Entering Unmasked Estep 
Score: -28246468.000000 Penalty: 6099.911621
	Iteration 6Q: 3 clusters Score -2.824647e+07 nChanged 10735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134636 members 
Mstep: Class 2 contains 84667 members 
Entering Unmasked Estep 
Score: -28251034.000000 Penalty: 6099.911621
	Iteration 7Q: 3 clusters Score -2.825103e+07 nChanged 14759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148741 members 
Mstep: Class 2 contains 70562 members 
Entering Unmasked Estep 
Score: -28259704.000000 Penalty: 6099.911621
	Iteration 8F: 3 clusters Score -2.82597e+07 nChanged 18476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166885 members 
Mstep: Class 2 contains 52418 members 
Entering Unmasked Estep 
Score: -28273526.000000 Penalty: 6099.911621
	Iteration 9F: 3 clusters Score -2.827353e+07 nChanged 19436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186223 members 
Mstep: Class 2 contains 33080 members 
Entering Unmasked Estep 
Score: -28289732.000000 Penalty: 6099.911621
	Iteration 10F: 3 clusters Score -2.828973e+07 nChanged 15868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202081 members 
Mstep: Class 2 contains 17222 members 
Entering Unmasked Estep 
Score: -28299970.000000 Penalty: 6099.911621
	Iteration 11F: 3 clusters Score -2.829997e+07 nChanged 9595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211676 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -28304534.000000 Penalty: 6099.911621
	Iteration 12Q: 3 clusters Score -2.830453e+07 nChanged 4518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216194 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -28306604.000000 Penalty: 6099.911621
	Iteration 13Q: 3 clusters Score -2.83066e+07 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218004 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -28307442.000000 Penalty: 6099.911621
	Iteration 14Q: 3 clusters Score -2.830744e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218598 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -28307810.000000 Penalty: 6099.911621
	Iteration 15Q: 3 clusters Score -2.830781e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218803 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -28308008.000000 Penalty: 6099.911621
	Iteration 16Q: 3 clusters Score -2.830801e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218883 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -28308096.000000 Penalty: 6099.911621
	Iteration 17Q: 3 clusters Score -2.83081e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218907 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -28308130.000000 Penalty: 6099.911621
	Iteration 18Q: 3 clusters Score -2.830813e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218918 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -28308160.000000 Penalty: 6099.911621
	Iteration 19Q: 3 clusters Score -2.830816e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218929 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -28308176.000000 Penalty: 6099.911621
	Iteration 20F: 3 clusters Score -2.830818e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218939 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -28308214.000000 Penalty: 6099.911621
	Iteration 21Q: 3 clusters Score -2.830821e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218941 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -28308200.000000 Penalty: 6099.911621
	Iteration 22Q: 3 clusters Score -2.83082e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218946 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -28308230.000000 Penalty: 6099.911621
	Iteration 23Q: 3 clusters Score -2.830823e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218947 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -28308234.000000 Penalty: 6099.911621
	Iteration 24Q: 3 clusters Score -2.830823e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218950 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -28308250.000000 Penalty: 6099.911621
	Iteration 25Q: 3 clusters Score -2.830825e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218951 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -28308238.000000 Penalty: 6099.911621
	Iteration 26Q: 3 clusters Score -2.830824e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218953 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -28308232.000000 Penalty: 6099.911621
	Iteration 27Q: 3 clusters Score -2.830823e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218953 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -28308232.000000 Penalty: 6099.911621
	Iteration 28F: 3 clusters Score -2.830823e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (16050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16050 members 
Entering Unmasked Estep 
Score: -1986161.000000 Penalty: 2401.499023
	Iteration 0F: 2 clusters Score -1986161 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -1974738.500000 Penalty: 4802.998047
	Iteration 0F: 3 clusters Score -1974738 nChanged 6963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -1978768.000000 Penalty: 4802.998047
	Iteration 1F: 3 clusters Score -1978768 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -1979650.750000 Penalty: 4802.998047
	Iteration 2F: 3 clusters Score -1979651 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -1980749.625000 Penalty: 4802.998047
	Iteration 3F: 3 clusters Score -1980750 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 9258 members 
Entering Unmasked Estep 
Score: -1981907.500000 Penalty: 4802.998047
	Iteration 4F: 3 clusters Score -1981908 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -1983045.250000 Penalty: 4802.998047
	Iteration 5F: 3 clusters Score -1983045 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 10088 members 
Entering Unmasked Estep 
Score: -1984011.125000 Penalty: 4802.998047
	Iteration 6F: 3 clusters Score -1984011 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 10288 members 
Entering Unmasked Estep 
Score: -1984733.125000 Penalty: 4802.998047
	Iteration 7Q: 3 clusters Score -1984733 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 10438 members 
Entering Unmasked Estep 
Score: -1985227.000000 Penalty: 4802.998047
	Iteration 8Q: 3 clusters Score -1985227 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 10519 members 
Entering Unmasked Estep 
Score: -1985466.125000 Penalty: 4802.998047
	Iteration 9Q: 3 clusters Score -1985466 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 10562 members 
Entering Unmasked Estep 
Score: -1985597.125000 Penalty: 4802.998047
	Iteration 10Q: 3 clusters Score -1985597 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 10613 members 
Entering Unmasked Estep 
Score: -1985669.750000 Penalty: 4802.998047
	Iteration 11Q: 3 clusters Score -1985670 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 10653 members 
Entering Unmasked Estep 
Score: -1985718.625000 Penalty: 4802.998047
	Iteration 12Q: 3 clusters Score -1985719 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 10681 members 
Entering Unmasked Estep 
Score: -1985755.125000 Penalty: 4802.998047
	Iteration 13Q: 3 clusters Score -1985755 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 10709 members 
Entering Unmasked Estep 
Score: -1985772.750000 Penalty: 4802.998047
	Iteration 14Q: 3 clusters Score -1985773 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 10757 members 
Entering Unmasked Estep 
Score: -1985807.625000 Penalty: 4802.998047
	Iteration 15Q: 3 clusters Score -1985808 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 10812 members 
Entering Unmasked Estep 
Score: -1985842.375000 Penalty: 4802.998047
	Iteration 16Q: 3 clusters Score -1985842 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 10887 members 
Entering Unmasked Estep 
Score: -1985893.375000 Penalty: 4802.998047
	Iteration 17Q: 3 clusters Score -1985893 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 10970 members 
Entering Unmasked Estep 
Score: -1985962.000000 Penalty: 4802.998047
	Iteration 18Q: 3 clusters Score -1985962 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 11044 members 
Entering Unmasked Estep 
Score: -1986011.500000 Penalty: 4802.998047
	Iteration 19Q: 3 clusters Score -1986012 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 11117 members 
Entering Unmasked Estep 
Score: -1986051.375000 Penalty: 4802.998047
	Iteration 20F: 3 clusters Score -1986051 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 11177 members 
Entering Unmasked Estep 
Score: -1986085.000000 Penalty: 4802.998047
	Iteration 21Q: 3 clusters Score -1986085 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 11217 members 
Entering Unmasked Estep 
Score: -1986090.750000 Penalty: 4802.998047
	Iteration 22Q: 3 clusters Score -1986091 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 11250 members 
Entering Unmasked Estep 
Score: -1986105.375000 Penalty: 4802.998047
	Iteration 23Q: 3 clusters Score -1986105 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 11275 members 
Entering Unmasked Estep 
Score: -1986111.125000 Penalty: 4802.998047
	Iteration 24Q: 3 clusters Score -1986111 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 11289 members 
Entering Unmasked Estep 
Score: -1986113.250000 Penalty: 4802.998047
	Iteration 25Q: 3 clusters Score -1986113 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 11301 members 
Entering Unmasked Estep 
Score: -1986116.250000 Penalty: 4802.998047
	Iteration 26Q: 3 clusters Score -1986116 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 11304 members 
Entering Unmasked Estep 
Score: -1986117.125000 Penalty: 4802.998047
	Iteration 27Q: 3 clusters Score -1986117 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 11310 members 
Entering Unmasked Estep 
Score: -1986117.250000 Penalty: 4802.998047
	Iteration 28Q: 3 clusters Score -1986117 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 11313 members 
Entering Unmasked Estep 
Score: -1986119.375000 Penalty: 4802.998047
	Iteration 29Q: 3 clusters Score -1986119 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 11316 members 
Entering Unmasked Estep 
Score: -1986118.500000 Penalty: 4802.998047
	Iteration 30Q: 3 clusters Score -1986118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 11318 members 
Entering Unmasked Estep 
Score: -1986119.125000 Penalty: 4802.998047
	Iteration 31Q: 3 clusters Score -1986119 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 11320 members 
Entering Unmasked Estep 
Score: -1986118.125000 Penalty: 4802.998047
	Iteration 32Q: 3 clusters Score -1986118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 11321 members 
Entering Unmasked Estep 
Score: -1986114.000000 Penalty: 4802.998047
	Iteration 33Q: 3 clusters Score -1986114 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 11322 members 
Entering Unmasked Estep 
Score: -1986114.750000 Penalty: 4802.998047
	Iteration 34Q: 3 clusters Score -1986115 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 11323 members 
Entering Unmasked Estep 
Score: -1986113.125000 Penalty: 4802.998047
	Iteration 35Q: 3 clusters Score -1986113 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 11326 members 
Entering Unmasked Estep 
Score: -1986112.250000 Penalty: 4802.998047
	Iteration 36Q: 3 clusters Score -1986112 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 11328 members 
Entering Unmasked Estep 
Score: -1986117.875000 Penalty: 4802.998047
	Iteration 37Q: 3 clusters Score -1986118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 11331 members 
Entering Unmasked Estep 
Score: -1986119.625000 Penalty: 4802.998047
	Iteration 38Q: 3 clusters Score -1986120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 11332 members 
Entering Unmasked Estep 
Score: -1986118.000000 Penalty: 4802.998047
	Iteration 39Q: 3 clusters Score -1986118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 11333 members 
Entering Unmasked Estep 
Score: -1986117.250000 Penalty: 4802.998047
	Iteration 40F: 3 clusters Score -1986117 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 11334 members 
Entering Unmasked Estep 
Score: -1986119.625000 Penalty: 4802.998047
	Iteration 41Q: 3 clusters Score -1986120 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 11334 members 
Entering Unmasked Estep 
Score: -1986119.625000 Penalty: 4802.998047
	Iteration 42F: 3 clusters Score -1986120 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (28747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28747 members 
Entering Unmasked Estep 
Score: -3653258.250000 Penalty: 2546.039551
	Iteration 0F: 2 clusters Score -3653258 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14335 members 
Mstep: Class 2 contains 14412 members 
Entering Unmasked Estep 
Score: -3633538.250000 Penalty: 5092.079102
	Iteration 0F: 3 clusters Score -3633538 nChanged 12931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13984 members 
Mstep: Class 2 contains 14763 members 
Entering Unmasked Estep 
Score: -3640646.000000 Penalty: 5092.079102
	Iteration 1F: 3 clusters Score -3640646 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13707 members 
Mstep: Class 2 contains 15040 members 
Entering Unmasked Estep 
Score: -3641424.250000 Penalty: 5092.079102
	Iteration 2F: 3 clusters Score -3641424 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13473 members 
Mstep: Class 2 contains 15274 members 
Entering Unmasked Estep 
Score: -3642239.750000 Penalty: 5092.079102
	Iteration 3F: 3 clusters Score -3642240 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13263 members 
Mstep: Class 2 contains 15484 members 
Entering Unmasked Estep 
Score: -3643184.000000 Penalty: 5092.079102
	Iteration 4F: 3 clusters Score -3643184 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13157 members 
Mstep: Class 2 contains 15590 members 
Entering Unmasked Estep 
Score: -3644240.500000 Penalty: 5092.079102
	Iteration 5F: 3 clusters Score -3644240 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13142 members 
Mstep: Class 2 contains 15605 members 
Entering Unmasked Estep 
Score: -3645448.000000 Penalty: 5092.079102
	Iteration 6F: 3 clusters Score -3645448 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13224 members 
Mstep: Class 2 contains 15523 members 
Entering Unmasked Estep 
Score: -3646713.250000 Penalty: 5092.079102
	Iteration 7F: 3 clusters Score -3646713 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13304 members 
Mstep: Class 2 contains 15443 members 
Entering Unmasked Estep 
Score: -3647841.250000 Penalty: 5092.079102
	Iteration 8F: 3 clusters Score -3647841 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13491 members 
Mstep: Class 2 contains 15256 members 
Entering Unmasked Estep 
Score: -3648605.000000 Penalty: 5092.079102
	Iteration 9Q: 3 clusters Score -3648605 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13641 members 
Mstep: Class 2 contains 15106 members 
Entering Unmasked Estep 
Score: -3649046.250000 Penalty: 5092.079102
	Iteration 10Q: 3 clusters Score -3649046 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13808 members 
Mstep: Class 2 contains 14939 members 
Entering Unmasked Estep 
Score: -3649241.000000 Penalty: 5092.079102
	Iteration 11Q: 3 clusters Score -3649241 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13926 members 
Mstep: Class 2 contains 14821 members 
Entering Unmasked Estep 
Score: -3649371.250000 Penalty: 5092.079102
	Iteration 12Q: 3 clusters Score -3649371 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14024 members 
Mstep: Class 2 contains 14723 members 
Entering Unmasked Estep 
Score: -3649448.000000 Penalty: 5092.079102
	Iteration 13Q: 3 clusters Score -3649448 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14124 members 
Mstep: Class 2 contains 14623 members 
Entering Unmasked Estep 
Score: -3649484.000000 Penalty: 5092.079102
	Iteration 14Q: 3 clusters Score -3649484 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14232 members 
Mstep: Class 2 contains 14515 members 
Entering Unmasked Estep 
Score: -3649527.500000 Penalty: 5092.079102
	Iteration 15Q: 3 clusters Score -3649528 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14314 members 
Mstep: Class 2 contains 14433 members 
Entering Unmasked Estep 
Score: -3649545.000000 Penalty: 5092.079102
	Iteration 16Q: 3 clusters Score -3649545 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14399 members 
Mstep: Class 2 contains 14348 members 
Entering Unmasked Estep 
Score: -3649567.250000 Penalty: 5092.079102
	Iteration 17Q: 3 clusters Score -3649567 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14464 members 
Mstep: Class 2 contains 14283 members 
Entering Unmasked Estep 
Score: -3649568.000000 Penalty: 5092.079102
	Iteration 18Q: 3 clusters Score -3649568 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14521 members 
Mstep: Class 2 contains 14226 members 
Entering Unmasked Estep 
Score: -3649577.000000 Penalty: 5092.079102
	Iteration 19Q: 3 clusters Score -3649577 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14593 members 
Mstep: Class 2 contains 14154 members 
Entering Unmasked Estep 
Score: -3649600.750000 Penalty: 5092.079102
	Iteration 20F: 3 clusters Score -3649601 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14666 members 
Mstep: Class 2 contains 14081 members 
Entering Unmasked Estep 
Score: -3649605.250000 Penalty: 5092.079102
	Iteration 21Q: 3 clusters Score -3649605 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14741 members 
Mstep: Class 2 contains 14006 members 
Entering Unmasked Estep 
Score: -3649614.500000 Penalty: 5092.079102
	Iteration 22Q: 3 clusters Score -3649614 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14808 members 
Mstep: Class 2 contains 13939 members 
Entering Unmasked Estep 
Score: -3649618.750000 Penalty: 5092.079102
	Iteration 23Q: 3 clusters Score -3649619 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14866 members 
Mstep: Class 2 contains 13881 members 
Entering Unmasked Estep 
Score: -3649635.750000 Penalty: 5092.079102
	Iteration 24Q: 3 clusters Score -3649636 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14922 members 
Mstep: Class 2 contains 13825 members 
Entering Unmasked Estep 
Score: -3649632.000000 Penalty: 5092.079102
	Iteration 25Q: 3 clusters Score -3649632 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14973 members 
Mstep: Class 2 contains 13774 members 
Entering Unmasked Estep 
Score: -3649629.500000 Penalty: 5092.079102
	Iteration 26Q: 3 clusters Score -3649630 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15007 members 
Mstep: Class 2 contains 13740 members 
Entering Unmasked Estep 
Score: -3649635.000000 Penalty: 5092.079102
	Iteration 27Q: 3 clusters Score -3649635 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15046 members 
Mstep: Class 2 contains 13701 members 
Entering Unmasked Estep 
Score: -3649647.250000 Penalty: 5092.079102
	Iteration 28Q: 3 clusters Score -3649647 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15097 members 
Mstep: Class 2 contains 13650 members 
Entering Unmasked Estep 
Score: -3649645.000000 Penalty: 5092.079102
	Iteration 29Q: 3 clusters Score -3649645 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15134 members 
Mstep: Class 2 contains 13613 members 
Entering Unmasked Estep 
Score: -3649643.500000 Penalty: 5092.079102
	Iteration 30Q: 3 clusters Score -3649644 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15164 members 
Mstep: Class 2 contains 13583 members 
Entering Unmasked Estep 
Score: -3649646.250000 Penalty: 5092.079102
	Iteration 31Q: 3 clusters Score -3649646 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15197 members 
Mstep: Class 2 contains 13550 members 
Entering Unmasked Estep 
Score: -3649650.750000 Penalty: 5092.079102
	Iteration 32Q: 3 clusters Score -3649651 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15222 members 
Mstep: Class 2 contains 13525 members 
Entering Unmasked Estep 
Score: -3649654.000000 Penalty: 5092.079102
	Iteration 33Q: 3 clusters Score -3649654 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15247 members 
Mstep: Class 2 contains 13500 members 
Entering Unmasked Estep 
Score: -3649659.750000 Penalty: 5092.079102
	Iteration 34Q: 3 clusters Score -3649660 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15272 members 
Mstep: Class 2 contains 13475 members 
Entering Unmasked Estep 
Score: -3649655.750000 Penalty: 5092.079102
	Iteration 35Q: 3 clusters Score -3649656 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15299 members 
Mstep: Class 2 contains 13448 members 
Entering Unmasked Estep 
Score: -3649662.500000 Penalty: 5092.079102
	Iteration 36Q: 3 clusters Score -3649662 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15325 members 
Mstep: Class 2 contains 13422 members 
Entering Unmasked Estep 
Score: -3649664.250000 Penalty: 5092.079102
	Iteration 37Q: 3 clusters Score -3649664 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15349 members 
Mstep: Class 2 contains 13398 members 
Entering Unmasked Estep 
Score: -3649673.250000 Penalty: 5092.079102
	Iteration 38Q: 3 clusters Score -3649673 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15373 members 
Mstep: Class 2 contains 13374 members 
Entering Unmasked Estep 
Score: -3649669.000000 Penalty: 5092.079102
	Iteration 39Q: 3 clusters Score -3649669 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15390 members 
Mstep: Class 2 contains 13357 members 
Entering Unmasked Estep 
Score: -3649677.250000 Penalty: 5092.079102
	Iteration 40F: 3 clusters Score -3649677 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15418 members 
Mstep: Class 2 contains 13329 members 
Entering Unmasked Estep 
Score: -3649681.250000 Penalty: 5092.079102
	Iteration 41Q: 3 clusters Score -3649681 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15442 members 
Mstep: Class 2 contains 13305 members 
Entering Unmasked Estep 
Score: -3649679.000000 Penalty: 5092.079102
	Iteration 42Q: 3 clusters Score -3649679 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15459 members 
Mstep: Class 2 contains 13288 members 
Entering Unmasked Estep 
Score: -3649672.750000 Penalty: 5092.079102
	Iteration 43Q: 3 clusters Score -3649673 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15474 members 
Mstep: Class 2 contains 13273 members 
Entering Unmasked Estep 
Score: -3649679.750000 Penalty: 5092.079102
	Iteration 44Q: 3 clusters Score -3649680 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15490 members 
Mstep: Class 2 contains 13257 members 
Entering Unmasked Estep 
Score: -3649678.750000 Penalty: 5092.079102
	Iteration 45Q: 3 clusters Score -3649679 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15501 members 
Mstep: Class 2 contains 13246 members 
Entering Unmasked Estep 
Score: -3649677.750000 Penalty: 5092.079102
	Iteration 46Q: 3 clusters Score -3649678 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15515 members 
Mstep: Class 2 contains 13232 members 
Entering Unmasked Estep 
Score: -3649682.000000 Penalty: 5092.079102
	Iteration 47Q: 3 clusters Score -3649682 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15531 members 
Mstep: Class 2 contains 13216 members 
Entering Unmasked Estep 
Score: -3649683.000000 Penalty: 5092.079102
	Iteration 48Q: 3 clusters Score -3649683 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15543 members 
Mstep: Class 2 contains 13204 members 
Entering Unmasked Estep 
Score: -3649682.750000 Penalty: 5092.079102
	Iteration 49Q: 3 clusters Score -3649683 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15558 members 
Mstep: Class 2 contains 13189 members 
Entering Unmasked Estep 
Score: -3649683.250000 Penalty: 5092.079102
	Iteration 50Q: 3 clusters Score -3649683 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15568 members 
Mstep: Class 2 contains 13179 members 
Entering Unmasked Estep 
Score: -3649680.750000 Penalty: 5092.079102
	Iteration 51Q: 3 clusters Score -3649681 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15575 members 
Mstep: Class 2 contains 13172 members 
Entering Unmasked Estep 
Score: -3649676.500000 Penalty: 5092.079102
	Iteration 52Q: 3 clusters Score -3649676 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15582 members 
Mstep: Class 2 contains 13165 members 
Entering Unmasked Estep 
Score: -3649682.500000 Penalty: 5092.079102
	Iteration 53Q: 3 clusters Score -3649682 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15590 members 
Mstep: Class 2 contains 13157 members 
Entering Unmasked Estep 
Score: -3649679.750000 Penalty: 5092.079102
	Iteration 54Q: 3 clusters Score -3649680 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15598 members 
Mstep: Class 2 contains 13149 members 
Entering Unmasked Estep 
Score: -3649681.500000 Penalty: 5092.079102
	Iteration 55Q: 3 clusters Score -3649682 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15612 members 
Mstep: Class 2 contains 13135 members 
Entering Unmasked Estep 
Score: -3649680.250000 Penalty: 5092.079102
	Iteration 56Q: 3 clusters Score -3649680 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15627 members 
Mstep: Class 2 contains 13120 members 
Entering Unmasked Estep 
Score: -3649694.250000 Penalty: 5092.079102
	Iteration 57Q: 3 clusters Score -3649694 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15640 members 
Mstep: Class 2 contains 13107 members 
Entering Unmasked Estep 
Score: -3649684.750000 Penalty: 5092.079102
	Iteration 58Q: 3 clusters Score -3649685 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15657 members 
Mstep: Class 2 contains 13090 members 
Entering Unmasked Estep 
Score: -3649680.500000 Penalty: 5092.079102
	Iteration 59Q: 3 clusters Score -3649680 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15671 members 
Mstep: Class 2 contains 13076 members 
Entering Unmasked Estep 
Score: -3649675.000000 Penalty: 5092.079102
	Iteration 60F: 3 clusters Score -3649675 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15680 members 
Mstep: Class 2 contains 13067 members 
Entering Unmasked Estep 
Score: -3649676.000000 Penalty: 5092.079102
	Iteration 61Q: 3 clusters Score -3649676 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15689 members 
Mstep: Class 2 contains 13058 members 
Entering Unmasked Estep 
Score: -3649679.000000 Penalty: 5092.079102
	Iteration 62Q: 3 clusters Score -3649679 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15696 members 
Mstep: Class 2 contains 13051 members 
Entering Unmasked Estep 
Score: -3649682.750000 Penalty: 5092.079102
	Iteration 63Q: 3 clusters Score -3649683 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15702 members 
Mstep: Class 2 contains 13045 members 
Entering Unmasked Estep 
Score: -3649682.000000 Penalty: 5092.079102
	Iteration 64Q: 3 clusters Score -3649682 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15704 members 
Mstep: Class 2 contains 13043 members 
Entering Unmasked Estep 
Score: -3649682.000000 Penalty: 5092.079102
	Iteration 65Q: 3 clusters Score -3649682 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15705 members 
Mstep: Class 2 contains 13042 members 
Entering Unmasked Estep 
Score: -3649678.750000 Penalty: 5092.079102
	Iteration 66Q: 3 clusters Score -3649679 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15708 members 
Mstep: Class 2 contains 13039 members 
Entering Unmasked Estep 
Score: -3649683.250000 Penalty: 5092.079102
	Iteration 67Q: 3 clusters Score -3649683 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15715 members 
Mstep: Class 2 contains 13032 members 
Entering Unmasked Estep 
Score: -3649679.750000 Penalty: 5092.079102
	Iteration 68Q: 3 clusters Score -3649680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15716 members 
Mstep: Class 2 contains 13031 members 
Entering Unmasked Estep 
Score: -3649681.250000 Penalty: 5092.079102
	Iteration 69Q: 3 clusters Score -3649681 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15717 members 
Mstep: Class 2 contains 13030 members 
Entering Unmasked Estep 
Score: -3649680.000000 Penalty: 5092.079102
	Iteration 70Q: 3 clusters Score -3649680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15719 members 
Mstep: Class 2 contains 13028 members 
Entering Unmasked Estep 
Score: -3649683.000000 Penalty: 5092.079102
	Iteration 71Q: 3 clusters Score -3649683 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15720 members 
Mstep: Class 2 contains 13027 members 
Entering Unmasked Estep 
Score: -3649682.500000 Penalty: 5092.079102
	Iteration 72Q: 3 clusters Score -3649682 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15721 members 
Mstep: Class 2 contains 13026 members 
Entering Unmasked Estep 
Score: -3649683.500000 Penalty: 5092.079102
	Iteration 73Q: 3 clusters Score -3649684 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15721 members 
Mstep: Class 2 contains 13026 members 
Entering Unmasked Estep 
Score: -3649683.500000 Penalty: 5092.079102
	Iteration 74F: 3 clusters Score -3649684 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Entering Unmasked Estep 
Score: -29233.517578 Penalty: 1438.925293
	Iteration 0F: 2 clusters Score -29233.52 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 175 members 
Entering Unmasked Estep 
Score: -28125.402344 Penalty: 2877.850586
	Iteration 0F: 3 clusters Score -28125.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -28435.312500 Penalty: 2877.850586
	Iteration 1F: 3 clusters Score -28435.31 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -28494.164062 Penalty: 2877.850586
	Iteration 2F: 3 clusters Score -28494.16 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -28526.675781 Penalty: 2877.850586
	Iteration 3Q: 3 clusters Score -28526.68 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -28567.728516 Penalty: 2877.850586
	Iteration 4Q: 3 clusters Score -28567.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -28613.314453 Penalty: 2877.850586
	Iteration 5Q: 3 clusters Score -28613.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -28614.095703 Penalty: 2877.850586
	Iteration 6Q: 3 clusters Score -28614.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -28615.628906 Penalty: 2877.850586
	Iteration 7Q: 3 clusters Score -28615.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -28615.628906 Penalty: 2877.850586
	Iteration 8F: 3 clusters Score -28615.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Entering Unmasked Estep 
Score: -530171.125000 Penalty: 2068.018555
	Iteration 0F: 2 clusters Score -530171.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -526120.875000 Penalty: 4136.037109
	Iteration 0F: 3 clusters Score -526120.9 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -527071.500000 Penalty: 4136.037109
	Iteration 1F: 3 clusters Score -527071.5 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -527235.125000 Penalty: 4136.037109
	Iteration 2F: 3 clusters Score -527235.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -527362.187500 Penalty: 4136.037109
	Iteration 3Q: 3 clusters Score -527362.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -527473.562500 Penalty: 4136.037109
	Iteration 4Q: 3 clusters Score -527473.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -527563.500000 Penalty: 4136.037109
	Iteration 5Q: 3 clusters Score -527563.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -527648.875000 Penalty: 4136.037109
	Iteration 6Q: 3 clusters Score -527648.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -527725.937500 Penalty: 4136.037109
	Iteration 7Q: 3 clusters Score -527725.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -527779.250000 Penalty: 4136.037109
	Iteration 8Q: 3 clusters Score -527779.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -527827.812500 Penalty: 4136.037109
	Iteration 9Q: 3 clusters Score -527827.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -527868.812500 Penalty: 4136.037109
	Iteration 10Q: 3 clusters Score -527868.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -527905.812500 Penalty: 4136.037109
	Iteration 11Q: 3 clusters Score -527905.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -527939.750000 Penalty: 4136.037109
	Iteration 12Q: 3 clusters Score -527939.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -527975.812500 Penalty: 4136.037109
	Iteration 13Q: 3 clusters Score -527975.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -528004.000000 Penalty: 4136.037109
	Iteration 14Q: 3 clusters Score -528004 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -528019.187500 Penalty: 4136.037109
	Iteration 15Q: 3 clusters Score -528019.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -528038.437500 Penalty: 4136.037109
	Iteration 16Q: 3 clusters Score -528038.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -528050.562500 Penalty: 4136.037109
	Iteration 17Q: 3 clusters Score -528050.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -528063.187500 Penalty: 4136.037109
	Iteration 18Q: 3 clusters Score -528063.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -528082.937500 Penalty: 4136.037109
	Iteration 19Q: 3 clusters Score -528082.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -528099.812500 Penalty: 4136.037109
	Iteration 20F: 3 clusters Score -528099.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -528121.187500 Penalty: 4136.037109
	Iteration 21Q: 3 clusters Score -528121.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -528142.375000 Penalty: 4136.037109
	Iteration 22Q: 3 clusters Score -528142.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -528158.500000 Penalty: 4136.037109
	Iteration 23Q: 3 clusters Score -528158.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -528179.312500 Penalty: 4136.037109
	Iteration 24Q: 3 clusters Score -528179.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -528208.187500 Penalty: 4136.037109
	Iteration 25Q: 3 clusters Score -528208.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -528235.750000 Penalty: 4136.037109
	Iteration 26Q: 3 clusters Score -528235.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -528261.937500 Penalty: 4136.037109
	Iteration 27Q: 3 clusters Score -528261.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -528281.312500 Penalty: 4136.037109
	Iteration 28Q: 3 clusters Score -528281.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -528295.875000 Penalty: 4136.037109
	Iteration 29Q: 3 clusters Score -528295.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -528303.937500 Penalty: 4136.037109
	Iteration 30Q: 3 clusters Score -528303.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -528310.000000 Penalty: 4136.037109
	Iteration 31Q: 3 clusters Score -528310 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -528316.687500 Penalty: 4136.037109
	Iteration 32Q: 3 clusters Score -528316.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -528324.875000 Penalty: 4136.037109
	Iteration 33Q: 3 clusters Score -528324.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -528329.562500 Penalty: 4136.037109
	Iteration 34Q: 3 clusters Score -528329.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -528336.375000 Penalty: 4136.037109
	Iteration 35Q: 3 clusters Score -528336.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -528342.062500 Penalty: 4136.037109
	Iteration 36Q: 3 clusters Score -528342.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -528345.187500 Penalty: 4136.037109
	Iteration 37Q: 3 clusters Score -528345.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -528345.812500 Penalty: 4136.037109
	Iteration 38Q: 3 clusters Score -528345.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -528346.250000 Penalty: 4136.037109
	Iteration 39Q: 3 clusters Score -528346.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -528349.312500 Penalty: 4136.037109
	Iteration 40F: 3 clusters Score -528349.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -528351.750000 Penalty: 4136.037109
	Iteration 41Q: 3 clusters Score -528351.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -528355.312500 Penalty: 4136.037109
	Iteration 42Q: 3 clusters Score -528355.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -528357.187500 Penalty: 4136.037109
	Iteration 43Q: 3 clusters Score -528357.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -528357.375000 Penalty: 4136.037109
	Iteration 44Q: 3 clusters Score -528357.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -528359.312500 Penalty: 4136.037109
	Iteration 45Q: 3 clusters Score -528359.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -528360.812500 Penalty: 4136.037109
	Iteration 46Q: 3 clusters Score -528360.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -528363.125000 Penalty: 4136.037109
	Iteration 47Q: 3 clusters Score -528363.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -528363.625000 Penalty: 4136.037109
	Iteration 48Q: 3 clusters Score -528363.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -528365.875000 Penalty: 4136.037109
	Iteration 49Q: 3 clusters Score -528365.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -528365.937500 Penalty: 4136.037109
	Iteration 50Q: 3 clusters Score -528365.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -528366.500000 Penalty: 4136.037109
	Iteration 51Q: 3 clusters Score -528366.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -528368.562500 Penalty: 4136.037109
	Iteration 52Q: 3 clusters Score -528368.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -528369.625000 Penalty: 4136.037109
	Iteration 53Q: 3 clusters Score -528369.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -528370.562500 Penalty: 4136.037109
	Iteration 54Q: 3 clusters Score -528370.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -528371.125000 Penalty: 4136.037109
	Iteration 55Q: 3 clusters Score -528371.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -528372.250000 Penalty: 4136.037109
	Iteration 56Q: 3 clusters Score -528372.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -528371.625000 Penalty: 4136.037109
	Iteration 57Q: 3 clusters Score -528371.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -528372.312500 Penalty: 4136.037109
	Iteration 58Q: 3 clusters Score -528372.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -528372.937500 Penalty: 4136.037109
	Iteration 59Q: 3 clusters Score -528372.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -528373.062500 Penalty: 4136.037109
	Iteration 60F: 3 clusters Score -528373.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -528373.375000 Penalty: 4136.037109
	Iteration 61Q: 3 clusters Score -528373.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -528374.375000 Penalty: 4136.037109
	Iteration 62Q: 3 clusters Score -528374.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -528374.375000 Penalty: 4136.037109
	Iteration 63F: 3 clusters Score -528374.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (22931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22931 members 
Entering Unmasked Estep 
Score: -2938549.250000 Penalty: 2489.980713
	Iteration 0F: 2 clusters Score -2938549 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11402 members 
Mstep: Class 2 contains 11529 members 
Entering Unmasked Estep 
Score: -2922648.250000 Penalty: 4979.961426
	Iteration 0F: 3 clusters Score -2922648 nChanged 10204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10962 members 
Mstep: Class 2 contains 11969 members 
Entering Unmasked Estep 
Score: -2927959.000000 Penalty: 4979.961426
	Iteration 1F: 3 clusters Score -2927959 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10641 members 
Mstep: Class 2 contains 12290 members 
Entering Unmasked Estep 
Score: -2928393.000000 Penalty: 4979.961426
	Iteration 2F: 3 clusters Score -2928393 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 12690 members 
Entering Unmasked Estep 
Score: -2928803.000000 Penalty: 4979.961426
	Iteration 3Q: 3 clusters Score -2928803 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9703 members 
Mstep: Class 2 contains 13228 members 
Entering Unmasked Estep 
Score: -2929345.250000 Penalty: 4979.961426
	Iteration 4Q: 3 clusters Score -2929345 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 13987 members 
Entering Unmasked Estep 
Score: -2930118.500000 Penalty: 4979.961426
	Iteration 5F: 3 clusters Score -2930118 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 14979 members 
Entering Unmasked Estep 
Score: -2931207.250000 Penalty: 4979.961426
	Iteration 6F: 3 clusters Score -2931207 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 16180 members 
Entering Unmasked Estep 
Score: -2932444.000000 Penalty: 4979.961426
	Iteration 7F: 3 clusters Score -2932444 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 17415 members 
Entering Unmasked Estep 
Score: -2933753.250000 Penalty: 4979.961426
	Iteration 8F: 3 clusters Score -2933753 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 18500 members 
Entering Unmasked Estep 
Score: -2935053.750000 Penalty: 4979.961426
	Iteration 9F: 3 clusters Score -2935054 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 19277 members 
Entering Unmasked Estep 
Score: -2936097.750000 Penalty: 4979.961426
	Iteration 10Q: 3 clusters Score -2936098 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 19758 members 
Entering Unmasked Estep 
Score: -2936730.000000 Penalty: 4979.961426
	Iteration 11Q: 3 clusters Score -2936730 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 20037 members 
Entering Unmasked Estep 
Score: -2937012.750000 Penalty: 4979.961426
	Iteration 12Q: 3 clusters Score -2937013 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 20245 members 
Entering Unmasked Estep 
Score: -2937166.750000 Penalty: 4979.961426
	Iteration 13Q: 3 clusters Score -2937167 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 20384 members 
Entering Unmasked Estep 
Score: -2937253.500000 Penalty: 4979.961426
	Iteration 14Q: 3 clusters Score -2937254 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 20493 members 
Entering Unmasked Estep 
Score: -2937312.750000 Penalty: 4979.961426
	Iteration 15Q: 3 clusters Score -2937313 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 20577 members 
Entering Unmasked Estep 
Score: -2937354.250000 Penalty: 4979.961426
	Iteration 16Q: 3 clusters Score -2937354 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 20644 members 
Entering Unmasked Estep 
Score: -2937387.750000 Penalty: 4979.961426
	Iteration 17Q: 3 clusters Score -2937388 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 20698 members 
Entering Unmasked Estep 
Score: -2937410.250000 Penalty: 4979.961426
	Iteration 18Q: 3 clusters Score -2937410 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 20738 members 
Entering Unmasked Estep 
Score: -2937416.250000 Penalty: 4979.961426
	Iteration 19Q: 3 clusters Score -2937416 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 20766 members 
Entering Unmasked Estep 
Score: -2937427.000000 Penalty: 4979.961426
	Iteration 20F: 3 clusters Score -2937427 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 20793 members 
Entering Unmasked Estep 
Score: -2937434.250000 Penalty: 4979.961426
	Iteration 21Q: 3 clusters Score -2937434 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 20816 members 
Entering Unmasked Estep 
Score: -2937441.500000 Penalty: 4979.961426
	Iteration 22Q: 3 clusters Score -2937442 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 20828 members 
Entering Unmasked Estep 
Score: -2937439.250000 Penalty: 4979.961426
	Iteration 23Q: 3 clusters Score -2937439 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 20837 members 
Entering Unmasked Estep 
Score: -2937443.500000 Penalty: 4979.961426
	Iteration 24Q: 3 clusters Score -2937444 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 20842 members 
Entering Unmasked Estep 
Score: -2937440.000000 Penalty: 4979.961426
	Iteration 25Q: 3 clusters Score -2937440 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 20845 members 
Entering Unmasked Estep 
Score: -2937442.250000 Penalty: 4979.961426
	Iteration 26Q: 3 clusters Score -2937442 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 20846 members 
Entering Unmasked Estep 
Score: -2937439.750000 Penalty: 4979.961426
	Iteration 27Q: 3 clusters Score -2937440 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 20848 members 
Entering Unmasked Estep 
Score: -2937436.750000 Penalty: 4979.961426
	Iteration 28Q: 3 clusters Score -2937437 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 20848 members 
Entering Unmasked Estep 
Score: -2937436.750000 Penalty: 4979.961426
	Iteration 29F: 3 clusters Score -2937437 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (40117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40117 members 
Entering Unmasked Estep 
Score: -4822376.000000 Penalty: 2628.689697
	Iteration 0F: 2 clusters Score -4822376 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20075 members 
Mstep: Class 2 contains 20042 members 
Entering Unmasked Estep 
Score: -4795229.000000 Penalty: 5257.379395
	Iteration 0F: 3 clusters Score -4795229 nChanged 18470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20279 members 
Mstep: Class 2 contains 19838 members 
Entering Unmasked Estep 
Score: -4805372.000000 Penalty: 5257.379395
	Iteration 1F: 3 clusters Score -4805372 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20360 members 
Mstep: Class 2 contains 19757 members 
Entering Unmasked Estep 
Score: -4805943.500000 Penalty: 5257.379395
	Iteration 2Q: 3 clusters Score -4805944 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20450 members 
Mstep: Class 2 contains 19667 members 
Entering Unmasked Estep 
Score: -4806508.500000 Penalty: 5257.379395
	Iteration 3Q: 3 clusters Score -4806508 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20531 members 
Mstep: Class 2 contains 19586 members 
Entering Unmasked Estep 
Score: -4807061.000000 Penalty: 5257.379395
	Iteration 4Q: 3 clusters Score -4807061 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20607 members 
Mstep: Class 2 contains 19510 members 
Entering Unmasked Estep 
Score: -4807665.500000 Penalty: 5257.379395
	Iteration 5Q: 3 clusters Score -4807666 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20672 members 
Mstep: Class 2 contains 19445 members 
Entering Unmasked Estep 
Score: -4808282.000000 Penalty: 5257.379395
	Iteration 6Q: 3 clusters Score -4808282 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20730 members 
Mstep: Class 2 contains 19387 members 
Entering Unmasked Estep 
Score: -4808892.000000 Penalty: 5257.379395
	Iteration 7Q: 3 clusters Score -4808892 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20744 members 
Mstep: Class 2 contains 19373 members 
Entering Unmasked Estep 
Score: -4809514.500000 Penalty: 5257.379395
	Iteration 8Q: 3 clusters Score -4809514 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20807 members 
Mstep: Class 2 contains 19310 members 
Entering Unmasked Estep 
Score: -4810145.500000 Penalty: 5257.379395
	Iteration 9Q: 3 clusters Score -4810146 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20854 members 
Mstep: Class 2 contains 19263 members 
Entering Unmasked Estep 
Score: -4810809.500000 Penalty: 5257.379395
	Iteration 10Q: 3 clusters Score -4810810 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20884 members 
Mstep: Class 2 contains 19233 members 
Entering Unmasked Estep 
Score: -4811461.000000 Penalty: 5257.379395
	Iteration 11Q: 3 clusters Score -4811461 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20916 members 
Mstep: Class 2 contains 19201 members 
Entering Unmasked Estep 
Score: -4812191.000000 Penalty: 5257.379395
	Iteration 12Q: 3 clusters Score -4812191 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20976 members 
Mstep: Class 2 contains 19141 members 
Entering Unmasked Estep 
Score: -4812928.000000 Penalty: 5257.379395
	Iteration 13Q: 3 clusters Score -4812928 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21021 members 
Mstep: Class 2 contains 19096 members 
Entering Unmasked Estep 
Score: -4813664.000000 Penalty: 5257.379395
	Iteration 14Q: 3 clusters Score -4813664 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21072 members 
Mstep: Class 2 contains 19045 members 
Entering Unmasked Estep 
Score: -4814224.500000 Penalty: 5257.379395
	Iteration 15Q: 3 clusters Score -4814224 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21101 members 
Mstep: Class 2 contains 19016 members 
Entering Unmasked Estep 
Score: -4814558.500000 Penalty: 5257.379395
	Iteration 16Q: 3 clusters Score -4814558 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21173 members 
Mstep: Class 2 contains 18944 members 
Entering Unmasked Estep 
Score: -4814746.000000 Penalty: 5257.379395
	Iteration 17Q: 3 clusters Score -4814746 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21258 members 
Mstep: Class 2 contains 18859 members 
Entering Unmasked Estep 
Score: -4814859.500000 Penalty: 5257.379395
	Iteration 18Q: 3 clusters Score -4814860 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21357 members 
Mstep: Class 2 contains 18760 members 
Entering Unmasked Estep 
Score: -4814952.500000 Penalty: 5257.379395
	Iteration 19Q: 3 clusters Score -4814952 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21465 members 
Mstep: Class 2 contains 18652 members 
Entering Unmasked Estep 
Score: -4815000.000000 Penalty: 5257.379395
	Iteration 20F: 3 clusters Score -4815000 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21563 members 
Mstep: Class 2 contains 18554 members 
Entering Unmasked Estep 
Score: -4815073.000000 Penalty: 5257.379395
	Iteration 21Q: 3 clusters Score -4815073 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21663 members 
Mstep: Class 2 contains 18454 members 
Entering Unmasked Estep 
Score: -4815116.500000 Penalty: 5257.379395
	Iteration 22Q: 3 clusters Score -4815116 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21797 members 
Mstep: Class 2 contains 18320 members 
Entering Unmasked Estep 
Score: -4815147.500000 Penalty: 5257.379395
	Iteration 23Q: 3 clusters Score -4815148 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21978 members 
Mstep: Class 2 contains 18139 members 
Entering Unmasked Estep 
Score: -4815236.000000 Penalty: 5257.379395
	Iteration 24Q: 3 clusters Score -4815236 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22151 members 
Mstep: Class 2 contains 17966 members 
Entering Unmasked Estep 
Score: -4815302.000000 Penalty: 5257.379395
	Iteration 25Q: 3 clusters Score -4815302 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22370 members 
Mstep: Class 2 contains 17747 members 
Entering Unmasked Estep 
Score: -4815379.000000 Penalty: 5257.379395
	Iteration 26Q: 3 clusters Score -4815379 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22604 members 
Mstep: Class 2 contains 17513 members 
Entering Unmasked Estep 
Score: -4815451.000000 Penalty: 5257.379395
	Iteration 27Q: 3 clusters Score -4815451 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22835 members 
Mstep: Class 2 contains 17282 members 
Entering Unmasked Estep 
Score: -4815548.000000 Penalty: 5257.379395
	Iteration 28Q: 3 clusters Score -4815548 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23106 members 
Mstep: Class 2 contains 17011 members 
Entering Unmasked Estep 
Score: -4815626.500000 Penalty: 5257.379395
	Iteration 29Q: 3 clusters Score -4815626 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23390 members 
Mstep: Class 2 contains 16727 members 
Entering Unmasked Estep 
Score: -4815743.500000 Penalty: 5257.379395
	Iteration 30Q: 3 clusters Score -4815744 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23672 members 
Mstep: Class 2 contains 16445 members 
Entering Unmasked Estep 
Score: -4815887.500000 Penalty: 5257.379395
	Iteration 31Q: 3 clusters Score -4815888 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23980 members 
Mstep: Class 2 contains 16137 members 
Entering Unmasked Estep 
Score: -4816042.000000 Penalty: 5257.379395
	Iteration 32Q: 3 clusters Score -4816042 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24336 members 
Mstep: Class 2 contains 15781 members 
Entering Unmasked Estep 
Score: -4816210.000000 Penalty: 5257.379395
	Iteration 33Q: 3 clusters Score -4816210 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24703 members 
Mstep: Class 2 contains 15414 members 
Entering Unmasked Estep 
Score: -4816412.000000 Penalty: 5257.379395
	Iteration 34Q: 3 clusters Score -4816412 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25030 members 
Mstep: Class 2 contains 15087 members 
Entering Unmasked Estep 
Score: -4816568.000000 Penalty: 5257.379395
	Iteration 35Q: 3 clusters Score -4816568 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25310 members 
Mstep: Class 2 contains 14807 members 
Entering Unmasked Estep 
Score: -4816698.500000 Penalty: 5257.379395
	Iteration 36Q: 3 clusters Score -4816698 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25568 members 
Mstep: Class 2 contains 14549 members 
Entering Unmasked Estep 
Score: -4816844.000000 Penalty: 5257.379395
	Iteration 37Q: 3 clusters Score -4816844 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25838 members 
Mstep: Class 2 contains 14279 members 
Entering Unmasked Estep 
Score: -4816943.000000 Penalty: 5257.379395
	Iteration 38Q: 3 clusters Score -4816943 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26086 members 
Mstep: Class 2 contains 14031 members 
Entering Unmasked Estep 
Score: -4817038.000000 Penalty: 5257.379395
	Iteration 39Q: 3 clusters Score -4817038 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26324 members 
Mstep: Class 2 contains 13793 members 
Entering Unmasked Estep 
Score: -4817117.500000 Penalty: 5257.379395
	Iteration 40F: 3 clusters Score -4817118 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26567 members 
Mstep: Class 2 contains 13550 members 
Entering Unmasked Estep 
Score: -4817192.500000 Penalty: 5257.379395
	Iteration 41Q: 3 clusters Score -4817192 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26816 members 
Mstep: Class 2 contains 13301 members 
Entering Unmasked Estep 
Score: -4817259.000000 Penalty: 5257.379395
	Iteration 42Q: 3 clusters Score -4817259 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27047 members 
Mstep: Class 2 contains 13070 members 
Entering Unmasked Estep 
Score: -4817315.000000 Penalty: 5257.379395
	Iteration 43Q: 3 clusters Score -4817315 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27281 members 
Mstep: Class 2 contains 12836 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -4817358 nChanged 230
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27487 members 
Mstep: Class 2 contains 12630 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -4817370 nChanged 229
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27694 members 
Mstep: Class 2 contains 12423 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -4817430 nChanged 206
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27882 members 
Mstep: Class 2 contains 12235 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -4817474 nChanged 202
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Mstep: Class 1 contains 28058 members 
Mstep: Class 2 contains 12059 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -4817508 nChanged 181
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28219 members 
Mstep: Class 2 contains 11898 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -4817540 nChanged 160
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28365 members 
Mstep: Class 2 contains 11752 members 
Entering Unmasked Estep 
Score: -4817557.500000 Penalty: 5257.379395
	Iteration 50Q: 3 clusters Score -4817558 nChanged 145
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28502 members 
Mstep: Class 2 contains 11615 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -4817585 nChanged 139
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Mstep: Class 1 contains 28629 members 
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Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -4817609 nChanged 146
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Mstep: Class 1 contains 28765 members 
Mstep: Class 2 contains 11352 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -4817618 nChanged 153
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28912 members 
Mstep: Class 2 contains 11205 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -4817645 nChanged 145
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29047 members 
Mstep: Class 2 contains 11070 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -4817652 nChanged 145
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29188 members 
Mstep: Class 2 contains 10929 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -4817691 nChanged 137
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Mstep: Class 1 contains 29319 members 
Mstep: Class 2 contains 10798 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -4817704 nChanged 122
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29439 members 
Mstep: Class 2 contains 10678 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -4817714 nChanged 136
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29569 members 
Mstep: Class 2 contains 10548 members 
Entering Unmasked Estep 
Score: -4817740.500000 Penalty: 5257.379395
	Iteration 59Q: 3 clusters Score -4817740 nChanged 141
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Mstep: Class 1 contains 29706 members 
Mstep: Class 2 contains 10411 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -4817748 nChanged 145
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29841 members 
Mstep: Class 2 contains 10276 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -4817778 nChanged 131
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29966 members 
Mstep: Class 2 contains 10151 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -4817806 nChanged 123
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Mstep: Class 1 contains 30085 members 
Mstep: Class 2 contains 10032 members 
Entering Unmasked Estep 
Score: -4817813.000000 Penalty: 5257.379395
	Iteration 63Q: 3 clusters Score -4817813 nChanged 122
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Mstep: Class 1 contains 30201 members 
Mstep: Class 2 contains 9916 members 
Entering Unmasked Estep 
Score: -4817827.500000 Penalty: 5257.379395
	Iteration 64Q: 3 clusters Score -4817828 nChanged 118
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30315 members 
Mstep: Class 2 contains 9802 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -4817841 nChanged 113
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Mstep: Class 1 contains 30424 members 
Mstep: Class 2 contains 9693 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -4817838 nChanged 105
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30525 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -4817848 nChanged 106
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Mstep: Class 1 contains 30631 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -4817862 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30741 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -4817880 nChanged 122
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30861 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -4817914 nChanged 98
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Mstep: Class 1 contains 30955 members 
Mstep: Class 2 contains 9162 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -4817911 nChanged 82
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31037 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -4817916 nChanged 89
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Mstep: Class 1 contains 31126 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -4817924 nChanged 96
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Mstep: Class 1 contains 31222 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -4817942 nChanged 101
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Mstep: Class 1 contains 31321 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -4817946 nChanged 90
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Mstep: Class 1 contains 31409 members 
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Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -4817966 nChanged 111
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Mstep: Class 1 contains 31520 members 
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Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -4817970 nChanged 91
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Mstep: Class 1 contains 31609 members 
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Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -4817971 nChanged 89
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Mstep: Class 1 contains 31694 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -4818002 nChanged 75
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Mstep: Class 1 contains 31767 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -4818018.000000 Penalty: 5257.379395
	Iteration 80F: 3 clusters Score -4818018 nChanged 81
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Mstep: Class 1 contains 31848 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -4818036 nChanged 87
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Mstep: Class 1 contains 31931 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -4818053.500000 Penalty: 5257.379395
	Iteration 82Q: 3 clusters Score -4818054 nChanged 96
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Mstep: Class 1 contains 32025 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -4818051 nChanged 78
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Mstep: Class 1 contains 32099 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -4818064 nChanged 89
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32178 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -4818076 nChanged 118
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Mstep: Class 1 contains 32288 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -4818110 nChanged 108
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32390 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -4818127.500000 Penalty: 5257.379395
	Iteration 87Q: 3 clusters Score -4818128 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32498 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -4818150.000000 Penalty: 5257.379395
	Iteration 88Q: 3 clusters Score -4818150 nChanged 96
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Mstep: Class 1 contains 32592 members 
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Entering Unmasked Estep 
Score: -4818161.000000 Penalty: 5257.379395
	Iteration 89Q: 3 clusters Score -4818161 nChanged 105
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Mstep: Class 1 contains 32693 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -4818180 nChanged 113
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32802 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -4818201 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32921 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -4818204.000000 Penalty: 5257.379395
	Iteration 92Q: 3 clusters Score -4818204 nChanged 111
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Mstep: Class 1 contains 33030 members 
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Entering Unmasked Estep 
Score: -4818232.500000 Penalty: 5257.379395
	Iteration 93Q: 3 clusters Score -4818232 nChanged 117
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33147 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -4818247 nChanged 113
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Mstep: Class 1 contains 33258 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -4818271.500000 Penalty: 5257.379395
	Iteration 95Q: 3 clusters Score -4818272 nChanged 116
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Mstep: Class 1 contains 33370 members 
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -4818296 nChanged 139
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Mstep: Class 1 contains 33507 members 
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -4818309 nChanged 138
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Mstep: Class 1 contains 33643 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -4818343.500000 Penalty: 5257.379395
	Iteration 98Q: 3 clusters Score -4818344 nChanged 138
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Mstep: Class 1 contains 33779 members 
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -4818401 nChanged 144
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Mstep: Class 1 contains 33921 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -4818418 nChanged 179
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34100 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -4818443 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34294 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -4818505 nChanged 199
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34489 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -4818545 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34687 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -4818594.500000 Penalty: 5257.379395
	Iteration 104Q: 3 clusters Score -4818594 nChanged 201
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Mstep: Class 1 contains 34888 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -4818656.000000 Penalty: 5257.379395
	Iteration 105Q: 3 clusters Score -4818656 nChanged 219
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35101 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -4818723.000000 Penalty: 5257.379395
	Iteration 106Q: 3 clusters Score -4818723 nChanged 235
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35330 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -4818803.000000 Penalty: 5257.379395
	Iteration 107Q: 3 clusters Score -4818803 nChanged 243
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35565 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -4818876 nChanged 259
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35822 members 
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Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -4818969 nChanged 267
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Mstep: Class 1 contains 36087 members 
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Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -4819095 nChanged 271
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36350 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -4819189 nChanged 257
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36591 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -4819271.000000 Penalty: 5257.379395
	Iteration 112Q: 3 clusters Score -4819271 nChanged 233
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36810 members 
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Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -4819364 nChanged 223
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Mstep: Class 1 contains 37023 members 
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Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -4819434 nChanged 203
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Mstep: Class 1 contains 37222 members 
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Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -4819515 nChanged 189
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Mstep: Class 1 contains 37403 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -4819584 nChanged 171
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Mstep: Class 1 contains 37566 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -4819660 nChanged 144
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Mstep: Class 1 contains 37708 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -4819718 nChanged 146
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Mstep: Class 1 contains 37854 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -4819763.000000 Penalty: 5257.379395
	Iteration 119Q: 3 clusters Score -4819763 nChanged 137
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Mstep: Class 1 contains 37985 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -4819804.000000 Penalty: 5257.379395
	Iteration 120F: 3 clusters Score -4819804 nChanged 122
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Mstep: Class 1 contains 38105 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -4819856 nChanged 123
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Mstep: Class 1 contains 38226 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -4819902 nChanged 106
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Mstep: Class 1 contains 38328 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -4819949.500000 Penalty: 5257.379395
	Iteration 123Q: 3 clusters Score -4819950 nChanged 93
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Mstep: Class 1 contains 38421 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -4819976 nChanged 83
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Mstep: Class 1 contains 38494 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -4819998 nChanged 77
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Mstep: Class 1 contains 38567 members 
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Entering Unmasked Estep 
Score: -4820029.000000 Penalty: 5257.379395
	Iteration 126Q: 3 clusters Score -4820029 nChanged 68
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Mstep: Class 1 contains 38627 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -4820068 nChanged 60
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Mstep: Class 1 contains 38679 members 
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Entering Unmasked Estep 
Score: -4820086.500000 Penalty: 5257.379395
	Iteration 128Q: 3 clusters Score -4820086 nChanged 49
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Mstep: Class 1 contains 38722 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -4820105 nChanged 50
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Mstep: Class 1 contains 38762 members 
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Entering Unmasked Estep 
Score: -4820121.500000 Penalty: 5257.379395
	Iteration 130Q: 3 clusters Score -4820122 nChanged 45
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Mstep: Class 1 contains 38807 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -4820148 nChanged 35
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Mstep: Class 1 contains 38840 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -4820153.500000 Penalty: 5257.379395
	Iteration 132Q: 3 clusters Score -4820154 nChanged 43
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Mstep: Class 1 contains 38875 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -4820166 nChanged 30
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Mstep: Class 1 contains 38903 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -4820185.500000 Penalty: 5257.379395
	Iteration 134Q: 3 clusters Score -4820186 nChanged 37
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Mstep: Class 1 contains 38936 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -4820196 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38963 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -4820204.500000 Penalty: 5257.379395
	Iteration 136Q: 3 clusters Score -4820204 nChanged 24
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Mstep: Class 1 contains 38985 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -4820216 nChanged 23
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Mstep: Class 1 contains 39008 members 
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Entering Unmasked Estep 
Score: -4820224.000000 Penalty: 5257.379395
	Iteration 138Q: 3 clusters Score -4820224 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39023 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -4820221.500000 Penalty: 5257.379395
	Iteration 139Q: 3 clusters Score -4820222 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39029 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -4820227.000000 Penalty: 5257.379395
	Iteration 140F: 3 clusters Score -4820227 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39035 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -4820230.000000 Penalty: 5257.379395
	Iteration 141Q: 3 clusters Score -4820230 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39037 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -4820230.000000 Penalty: 5257.379395
	Iteration 142Q: 3 clusters Score -4820230 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39041 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -4820231.500000 Penalty: 5257.379395
	Iteration 143Q: 3 clusters Score -4820232 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39044 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -4820233.500000 Penalty: 5257.379395
	Iteration 144Q: 3 clusters Score -4820234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39046 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -4820235.000000 Penalty: 5257.379395
	Iteration 145Q: 3 clusters Score -4820235 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39051 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -4820238.000000 Penalty: 5257.379395
	Iteration 146Q: 3 clusters Score -4820238 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39054 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -4820245.500000 Penalty: 5257.379395
	Iteration 147Q: 3 clusters Score -4820246 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39057 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -4820246.500000 Penalty: 5257.379395
	Iteration 148Q: 3 clusters Score -4820246 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39058 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -4820246.500000 Penalty: 5257.379395
	Iteration 149Q: 3 clusters Score -4820246 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39058 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -4820246.500000 Penalty: 5257.379395
	Iteration 150F: 3 clusters Score -4820246 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4483 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Entering Unmasked Estep 
Score: -548143.000000 Penalty: 2085.195801
	Iteration 0F: 2 clusters Score -548143 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -543960.625000 Penalty: 4170.391602
	Iteration 0F: 3 clusters Score -543960.6 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -545147.750000 Penalty: 4170.391602
	Iteration 1F: 3 clusters Score -545147.8 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -545681.750000 Penalty: 4170.391602
	Iteration 2F: 3 clusters Score -545681.8 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -546096.187500 Penalty: 4170.391602
	Iteration 3F: 3 clusters Score -546096.2 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -546372.187500 Penalty: 4170.391602
	Iteration 4F: 3 clusters Score -546372.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -546617.812500 Penalty: 4170.391602
	Iteration 5F: 3 clusters Score -546617.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -546820.500000 Penalty: 4170.391602
	Iteration 6Q: 3 clusters Score -546820.5 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -546972.625000 Penalty: 4170.391602
	Iteration 7Q: 3 clusters Score -546972.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -547123.187500 Penalty: 4170.391602
	Iteration 8Q: 3 clusters Score -547123.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -547253.875000 Penalty: 4170.391602
	Iteration 9Q: 3 clusters Score -547253.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -547372.187500 Penalty: 4170.391602
	Iteration 10Q: 3 clusters Score -547372.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -547445.750000 Penalty: 4170.391602
	Iteration 11Q: 3 clusters Score -547445.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -547485.062500 Penalty: 4170.391602
	Iteration 12Q: 3 clusters Score -547485.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -547519.687500 Penalty: 4170.391602
	Iteration 13Q: 3 clusters Score -547519.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -547543.375000 Penalty: 4170.391602
	Iteration 14Q: 3 clusters Score -547543.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -547553.375000 Penalty: 4170.391602
	Iteration 15Q: 3 clusters Score -547553.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -547556.812500 Penalty: 4170.391602
	Iteration 16Q: 3 clusters Score -547556.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -547557.125000 Penalty: 4170.391602
	Iteration 17Q: 3 clusters Score -547557.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -547557.187500 Penalty: 4170.391602
	Iteration 18Q: 3 clusters Score -547557.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -547557.187500 Penalty: 4170.391602
	Iteration 19F: 3 clusters Score -547557.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (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: -545853.500000 Penalty: 2046.542114
	Iteration 0F: 2 clusters Score -545853.5 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 1928 members 
Entering Unmasked Estep 
Score: -542224.937500 Penalty: 4093.084229
	Iteration 0F: 3 clusters Score -542224.9 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -544472.062500 Penalty: 4093.084229
	Iteration 1F: 3 clusters Score -544472.1 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -546295.062500 Penalty: 4093.084229
	Iteration 2F: 3 clusters Score -546295.1 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -547305.500000 Penalty: 4093.084229
	Iteration 3F: 3 clusters Score -547305.5 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -547783.312500 Penalty: 4093.084229
	Iteration 4F: 3 clusters Score -547783.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -548172.312500 Penalty: 4093.084229
	Iteration 5Q: 3 clusters Score -548172.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -548531.500000 Penalty: 4093.084229
	Iteration 6Q: 3 clusters Score -548531.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -548904.562500 Penalty: 4093.084229
	Iteration 7Q: 3 clusters Score -548904.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -549246.750000 Penalty: 4093.084229
	Iteration 8Q: 3 clusters Score -549246.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -549440.875000 Penalty: 4093.084229
	Iteration 9Q: 3 clusters Score -549440.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -549701.000000 Penalty: 4093.084229
	Iteration 10Q: 3 clusters Score -549701 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -549989.625000 Penalty: 4093.084229
	Iteration 11Q: 3 clusters Score -549989.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -550124.250000 Penalty: 4093.084229
	Iteration 12Q: 3 clusters Score -550124.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -550169.625000 Penalty: 4093.084229
	Iteration 13Q: 3 clusters Score -550169.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -550196.562500 Penalty: 4093.084229
	Iteration 14Q: 3 clusters Score -550196.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -550252.250000 Penalty: 4093.084229
	Iteration 15Q: 3 clusters Score -550252.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -550310.812500 Penalty: 4093.084229
	Iteration 16Q: 3 clusters Score -550310.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -550386.125000 Penalty: 4093.084229
	Iteration 17Q: 3 clusters Score -550386.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -550537.937500 Penalty: 4093.084229
	Iteration 18Q: 3 clusters Score -550537.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -550639.562500 Penalty: 4093.084229
	Iteration 19Q: 3 clusters Score -550639.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -550694.875000 Penalty: 4093.084229
	Iteration 20F: 3 clusters Score -550694.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -550806.750000 Penalty: 4093.084229
	Iteration 21Q: 3 clusters Score -550806.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -550874.562500 Penalty: 4093.084229
	Iteration 22Q: 3 clusters Score -550874.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -550877.437500 Penalty: 4093.084229
	Iteration 23Q: 3 clusters Score -550877.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -550878.187500 Penalty: 4093.084229
	Iteration 24Q: 3 clusters Score -550878.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -550878.187500 Penalty: 4093.084229
	Iteration 25F: 3 clusters Score -550878.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 2526 members 
Mstep: Class 3 contains 4149 members 
Mstep: Class 4 contains 11957 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2537 members 
Mstep: Class 7 contains 376 members 
Mstep: Class 8 contains 7689 members 
Mstep: Class 9 contains 174610 members 
Mstep: Class 10 contains 8484 members 
Mstep: Class 11 contains 4250 members 
Mstep: Class 12 contains 23534 members 
Mstep: Class 13 contains 4007 members 
Mstep: Class 14 contains 6622 members 
Mstep: Class 15 contains 186214 members 
Mstep: Class 16 contains 219303 members 
Mstep: Class 17 contains 16050 members 
Mstep: Class 18 contains 28747 members 
Mstep: Class 19 contains 331 members 
Mstep: Class 20 contains 4183 members 
Mstep: Class 21 contains 22931 members 
Mstep: Class 22 contains 40117 members 
Mstep: Class 23 contains 4483 members 
Mstep: Class 24 contains 2335 members 
Mstep: Class 25 contains 38975 members 
Mstep: Class 26 contains 37429 members 
Mstep: Class 27 contains 6903 members 
Mstep: Class 28 contains 25996 members 
Mstep: Class 29 contains 7854 members 
Mstep: Class 30 contains 24855 members 
Mstep: Class 31 contains 5821 members 
Mstep: Class 32 contains 17807 members 
Mstep: Class 33 contains 643 members 
Mstep: Class 34 contains 11657 members 
Mstep: Class 35 contains 62420 members 
Mstep: Class 36 contains 26374 members 
Mstep: Class 37 contains 7322 members 
Mstep: Class 38 contains 525 members 
Mstep: Class 39 contains 3581 members 
Mstep: Class 40 contains 2929 members 
Mstep: Class 41 contains 17047 members 
Mstep: Class 42 contains 10819 members 
Mstep: Class 43 contains 492 members 
Mstep: Class 44 contains 2847 members 
Mstep: Class 45 contains 541 members 
Mstep: Class 46 contains 10492 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27559 members 
Mstep: Class 49 contains 7567 members 
Mstep: Class 50 contains 315 members 
Mstep: Class 51 contains 27243 members 
Mstep: Class 52 contains 266 members 
Mstep: Class 53 contains 974 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 584 members 
Mstep: Class 56 contains 1111 members 
Mstep: Class 57 contains 814 members 
Mstep: Class 58 contains 389 members 
Mstep: Class 59 contains 3263 members 
Mstep: Class 60 contains 679 members 
Mstep: Class 61 contains 306 members 
Mstep: Class 62 contains 340 members 
Mstep: Class 63 contains 2463 members 
Mstep: Class 64 contains 886 members 
Mstep: Class 65 contains 553 members 
Mstep: Class 66 contains 674 members 
Mstep: Class 67 contains 1501 members 
Entering Unmasked Estep 
Score: -147529296.000000 Penalty: 232424.468750
Splitting cluster 24 changes total score from -147525808.000000 to -147529296.000000
So it's getting split into cluster 67.
Entering ConstructFrom: 
Trying to split cluster 25 (38975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38975 members 
Entering Unmasked Estep 
Score: -4905460.500000 Penalty: 2621.527588
	Iteration 0F: 2 clusters Score -4905460 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19473 members 
Mstep: Class 2 contains 19502 members 
Entering Unmasked Estep 
Score: -4879099.500000 Penalty: 5243.055176
	Iteration 0F: 3 clusters Score -4879100 nChanged 17814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19049 members 
Mstep: Class 2 contains 19926 members 
Entering Unmasked Estep 
Score: -4889083.000000 Penalty: 5243.055176
	Iteration 1F: 3 clusters Score -4889083 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18721 members 
Mstep: Class 2 contains 20254 members 
Entering Unmasked Estep 
Score: -4889812.000000 Penalty: 5243.055176
	Iteration 2Q: 3 clusters Score -4889812 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18334 members 
Mstep: Class 2 contains 20641 members 
Entering Unmasked Estep 
Score: -4890517.000000 Penalty: 5243.055176
	Iteration 3Q: 3 clusters Score -4890517 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17845 members 
Mstep: Class 2 contains 21130 members 
Entering Unmasked Estep 
Score: -4891202.000000 Penalty: 5243.055176
	Iteration 4Q: 3 clusters Score -4891202 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17165 members 
Mstep: Class 2 contains 21810 members 
Entering Unmasked Estep 
Score: -4891951.000000 Penalty: 5243.055176
	Iteration 5Q: 3 clusters Score -4891951 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16310 members 
Mstep: Class 2 contains 22665 members 
Entering Unmasked Estep 
Score: -4892694.000000 Penalty: 5243.055176
	Iteration 6Q: 3 clusters Score -4892694 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15234 members 
Mstep: Class 2 contains 23741 members 
Entering Unmasked Estep 
Score: -4893513.000000 Penalty: 5243.055176
	Iteration 7Q: 3 clusters Score -4893513 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13976 members 
Mstep: Class 2 contains 24999 members 
Entering Unmasked Estep 
Score: -4894408.500000 Penalty: 5243.055176
	Iteration 8Q: 3 clusters Score -4894408 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12596 members 
Mstep: Class 2 contains 26379 members 
Entering Unmasked Estep 
Score: -4895419.000000 Penalty: 5243.055176
	Iteration 9Q: 3 clusters Score -4895419 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11111 members 
Mstep: Class 2 contains 27864 members 
Entering Unmasked Estep 
Score: -4896567.500000 Penalty: 5243.055176
	Iteration 10Q: 3 clusters Score -4896568 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9686 members 
Mstep: Class 2 contains 29289 members 
Entering Unmasked Estep 
Score: -4897828.000000 Penalty: 5243.055176
	Iteration 11Q: 3 clusters Score -4897828 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 30567 members 
Entering Unmasked Estep 
Score: -4899099.000000 Penalty: 5243.055176
	Iteration 12Q: 3 clusters Score -4899099 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 31616 members 
Entering Unmasked Estep 
Score: -4900148.500000 Penalty: 5243.055176
	Iteration 13Q: 3 clusters Score -4900148 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 32408 members 
Entering Unmasked Estep 
Score: -4900892.000000 Penalty: 5243.055176
	Iteration 14Q: 3 clusters Score -4900892 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 33026 members 
Entering Unmasked Estep 
Score: -4901358.000000 Penalty: 5243.055176
	Iteration 15Q: 3 clusters Score -4901358 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 33525 members 
Entering Unmasked Estep 
Score: -4901651.500000 Penalty: 5243.055176
	Iteration 16Q: 3 clusters Score -4901652 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 33945 members 
Entering Unmasked Estep 
Score: -4901878.500000 Penalty: 5243.055176
	Iteration 17Q: 3 clusters Score -4901878 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 34337 members 
Entering Unmasked Estep 
Score: -4902067.000000 Penalty: 5243.055176
	Iteration 18Q: 3 clusters Score -4902067 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 34672 members 
Entering Unmasked Estep 
Score: -4902218.500000 Penalty: 5243.055176
	Iteration 19Q: 3 clusters Score -4902218 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 34948 members 
Entering Unmasked Estep 
Score: -4902337.500000 Penalty: 5243.055176
	Iteration 20F: 3 clusters Score -4902338 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 35203 members 
Entering Unmasked Estep 
Score: -4902422.000000 Penalty: 5243.055176
	Iteration 21Q: 3 clusters Score -4902422 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 35410 members 
Entering Unmasked Estep 
Score: -4902503.000000 Penalty: 5243.055176
	Iteration 22Q: 3 clusters Score -4902503 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 35608 members 
Entering Unmasked Estep 
Score: -4902591.500000 Penalty: 5243.055176
	Iteration 23Q: 3 clusters Score -4902592 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 35803 members 
Entering Unmasked Estep 
Score: -4902653.000000 Penalty: 5243.055176
	Iteration 24Q: 3 clusters Score -4902653 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 35987 members 
Entering Unmasked Estep 
Score: -4902743.500000 Penalty: 5243.055176
	Iteration 25Q: 3 clusters Score -4902744 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 36143 members 
Entering Unmasked Estep 
Score: -4902791.000000 Penalty: 5243.055176
	Iteration 26Q: 3 clusters Score -4902791 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 36287 members 
Entering Unmasked Estep 
Score: -4902834.500000 Penalty: 5243.055176
	Iteration 27Q: 3 clusters Score -4902834 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 36380 members 
Entering Unmasked Estep 
Score: -4902867.500000 Penalty: 5243.055176
	Iteration 28Q: 3 clusters Score -4902868 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 36461 members 
Entering Unmasked Estep 
Score: -4902881.000000 Penalty: 5243.055176
	Iteration 29Q: 3 clusters Score -4902881 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 36525 members 
Entering Unmasked Estep 
Score: -4902907.500000 Penalty: 5243.055176
	Iteration 30Q: 3 clusters Score -4902908 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 36592 members 
Entering Unmasked Estep 
Score: -4902931.500000 Penalty: 5243.055176
	Iteration 31Q: 3 clusters Score -4902932 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 36650 members 
Entering Unmasked Estep 
Score: -4902942.000000 Penalty: 5243.055176
	Iteration 32Q: 3 clusters Score -4902942 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 36702 members 
Entering Unmasked Estep 
Score: -4902970.500000 Penalty: 5243.055176
	Iteration 33Q: 3 clusters Score -4902970 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 36755 members 
Entering Unmasked Estep 
Score: -4902993.000000 Penalty: 5243.055176
	Iteration 34Q: 3 clusters Score -4902993 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 36799 members 
Entering Unmasked Estep 
Score: -4903012.000000 Penalty: 5243.055176
	Iteration 35Q: 3 clusters Score -4903012 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 36852 members 
Entering Unmasked Estep 
Score: -4903032.000000 Penalty: 5243.055176
	Iteration 36Q: 3 clusters Score -4903032 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 36901 members 
Entering Unmasked Estep 
Score: -4903066.000000 Penalty: 5243.055176
	Iteration 37Q: 3 clusters Score -4903066 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 36953 members 
Entering Unmasked Estep 
Score: -4903091.500000 Penalty: 5243.055176
	Iteration 38Q: 3 clusters Score -4903092 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 37016 members 
Entering Unmasked Estep 
Score: -4903117.500000 Penalty: 5243.055176
	Iteration 39Q: 3 clusters Score -4903118 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 37069 members 
Entering Unmasked Estep 
Score: -4903146.500000 Penalty: 5243.055176
	Iteration 40F: 3 clusters Score -4903146 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 37119 members 
Entering Unmasked Estep 
Score: -4903190.000000 Penalty: 5243.055176
	Iteration 41Q: 3 clusters Score -4903190 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 37167 members 
Entering Unmasked Estep 
Score: -4903221.000000 Penalty: 5243.055176
	Iteration 42Q: 3 clusters Score -4903221 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 37217 members 
Entering Unmasked Estep 
Score: -4903255.000000 Penalty: 5243.055176
	Iteration 43Q: 3 clusters Score -4903255 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 37271 members 
Entering Unmasked Estep 
Score: -4903295.000000 Penalty: 5243.055176
	Iteration 44Q: 3 clusters Score -4903295 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 37318 members 
Entering Unmasked Estep 
Score: -4903337.500000 Penalty: 5243.055176
	Iteration 45Q: 3 clusters Score -4903338 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 37378 members 
Entering Unmasked Estep 
Score: -4903373.500000 Penalty: 5243.055176
	Iteration 46Q: 3 clusters Score -4903374 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 37420 members 
Entering Unmasked Estep 
Score: -4903403.500000 Penalty: 5243.055176
	Iteration 47Q: 3 clusters Score -4903404 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 37450 members 
Entering Unmasked Estep 
Score: -4903417.000000 Penalty: 5243.055176
	Iteration 48Q: 3 clusters Score -4903417 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 37483 members 
Entering Unmasked Estep 
Score: -4903450.500000 Penalty: 5243.055176
	Iteration 49Q: 3 clusters Score -4903450 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 37503 members 
Entering Unmasked Estep 
Score: -4903478.000000 Penalty: 5243.055176
	Iteration 50Q: 3 clusters Score -4903478 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 37526 members 
Entering Unmasked Estep 
Score: -4903506.500000 Penalty: 5243.055176
	Iteration 51Q: 3 clusters Score -4903506 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 37539 members 
Entering Unmasked Estep 
Score: -4903533.000000 Penalty: 5243.055176
	Iteration 52Q: 3 clusters Score -4903533 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 37554 members 
Entering Unmasked Estep 
Score: -4903545.500000 Penalty: 5243.055176
	Iteration 53Q: 3 clusters Score -4903546 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 37563 members 
Entering Unmasked Estep 
Score: -4903569.000000 Penalty: 5243.055176
	Iteration 54Q: 3 clusters Score -4903569 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 37571 members 
Entering Unmasked Estep 
Score: -4903588.000000 Penalty: 5243.055176
	Iteration 55Q: 3 clusters Score -4903588 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 37578 members 
Entering Unmasked Estep 
Score: -4903607.500000 Penalty: 5243.055176
	Iteration 56Q: 3 clusters Score -4903608 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 37581 members 
Entering Unmasked Estep 
Score: -4903614.500000 Penalty: 5243.055176
	Iteration 57Q: 3 clusters Score -4903614 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 37590 members 
Entering Unmasked Estep 
Score: -4903627.000000 Penalty: 5243.055176
	Iteration 58Q: 3 clusters Score -4903627 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 37605 members 
Entering Unmasked Estep 
Score: -4903642.000000 Penalty: 5243.055176
	Iteration 59Q: 3 clusters Score -4903642 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 37614 members 
Entering Unmasked Estep 
Score: -4903650.000000 Penalty: 5243.055176
	Iteration 60F: 3 clusters Score -4903650 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 37620 members 
Entering Unmasked Estep 
Score: -4903662.000000 Penalty: 5243.055176
	Iteration 61Q: 3 clusters Score -4903662 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 37620 members 
Entering Unmasked Estep 
Score: -4903673.000000 Penalty: 5243.055176
	Iteration 62Q: 3 clusters Score -4903673 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 37624 members 
Entering Unmasked Estep 
Score: -4903672.000000 Penalty: 5243.055176
	Iteration 63Q: 3 clusters Score -4903672 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 37630 members 
Entering Unmasked Estep 
Score: -4903668.500000 Penalty: 5243.055176
	Iteration 64Q: 3 clusters Score -4903668 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 37632 members 
Entering Unmasked Estep 
Score: -4903674.500000 Penalty: 5243.055176
	Iteration 65Q: 3 clusters Score -4903674 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 37641 members 
Entering Unmasked Estep 
Score: -4903675.500000 Penalty: 5243.055176
	Iteration 66Q: 3 clusters Score -4903676 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 37645 members 
Entering Unmasked Estep 
Score: -4903677.500000 Penalty: 5243.055176
	Iteration 67Q: 3 clusters Score -4903678 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 37648 members 
Entering Unmasked Estep 
Score: -4903696.000000 Penalty: 5243.055176
	Iteration 68Q: 3 clusters Score -4903696 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 37650 members 
Entering Unmasked Estep 
Score: -4903690.000000 Penalty: 5243.055176
	Iteration 69Q: 3 clusters Score -4903690 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 37653 members 
Entering Unmasked Estep 
Score: -4903696.500000 Penalty: 5243.055176
	Iteration 70Q: 3 clusters Score -4903696 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 37655 members 
Entering Unmasked Estep 
Score: -4903699.500000 Penalty: 5243.055176
	Iteration 71Q: 3 clusters Score -4903700 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 37655 members 
Entering Unmasked Estep 
Score: -4903699.500000 Penalty: 5243.055176
	Iteration 72F: 3 clusters Score -4903700 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (37429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37429 members 
Entering Unmasked Estep 
Score: -4767618.500000 Penalty: 2611.489746
	Iteration 0F: 2 clusters Score -4767618 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18605 members 
Mstep: Class 2 contains 18824 members 
Entering Unmasked Estep 
Score: -4742081.500000 Penalty: 5222.979492
	Iteration 0F: 3 clusters Score -4742082 nChanged 17156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17723 members 
Mstep: Class 2 contains 19706 members 
Entering Unmasked Estep 
Score: -4751515.000000 Penalty: 5222.979492
	Iteration 1F: 3 clusters Score -4751515 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17268 members 
Mstep: Class 2 contains 20161 members 
Entering Unmasked Estep 
Score: -4752073.000000 Penalty: 5222.979492
	Iteration 2Q: 3 clusters Score -4752073 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16665 members 
Mstep: Class 2 contains 20764 members 
Entering Unmasked Estep 
Score: -4752635.500000 Penalty: 5222.979492
	Iteration 3Q: 3 clusters Score -4752636 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15818 members 
Mstep: Class 2 contains 21611 members 
Entering Unmasked Estep 
Score: -4753342.500000 Penalty: 5222.979492
	Iteration 4Q: 3 clusters Score -4753342 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14626 members 
Mstep: Class 2 contains 22803 members 
Entering Unmasked Estep 
Score: -4754323.500000 Penalty: 5222.979492
	Iteration 5Q: 3 clusters Score -4754324 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13147 members 
Mstep: Class 2 contains 24282 members 
Entering Unmasked Estep 
Score: -4755704.000000 Penalty: 5222.979492
	Iteration 6F: 3 clusters Score -4755704 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11285 members 
Mstep: Class 2 contains 26144 members 
Entering Unmasked Estep 
Score: -4757679.500000 Penalty: 5222.979492
	Iteration 7F: 3 clusters Score -4757680 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 28145 members 
Entering Unmasked Estep 
Score: -4760208.000000 Penalty: 5222.979492
	Iteration 8F: 3 clusters Score -4760208 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 29858 members 
Entering Unmasked Estep 
Score: -4762624.000000 Penalty: 5222.979492
	Iteration 9F: 3 clusters Score -4762624 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 31077 members 
Entering Unmasked Estep 
Score: -4764282.000000 Penalty: 5222.979492
	Iteration 10Q: 3 clusters Score -4764282 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 31835 members 
Entering Unmasked Estep 
Score: -4765273.500000 Penalty: 5222.979492
	Iteration 11Q: 3 clusters Score -4765274 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 32369 members 
Entering Unmasked Estep 
Score: -4765906.000000 Penalty: 5222.979492
	Iteration 12Q: 3 clusters Score -4765906 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 32742 members 
Entering Unmasked Estep 
Score: -4766229.500000 Penalty: 5222.979492
	Iteration 13Q: 3 clusters Score -4766230 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 33032 members 
Entering Unmasked Estep 
Score: -4766398.000000 Penalty: 5222.979492
	Iteration 14Q: 3 clusters Score -4766398 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 33231 members 
Entering Unmasked Estep 
Score: -4766507.000000 Penalty: 5222.979492
	Iteration 15Q: 3 clusters Score -4766507 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 33407 members 
Entering Unmasked Estep 
Score: -4766590.500000 Penalty: 5222.979492
	Iteration 16Q: 3 clusters Score -4766590 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 33560 members 
Entering Unmasked Estep 
Score: -4766645.000000 Penalty: 5222.979492
	Iteration 17Q: 3 clusters Score -4766645 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 33693 members 
Entering Unmasked Estep 
Score: -4766696.000000 Penalty: 5222.979492
	Iteration 18Q: 3 clusters Score -4766696 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 33801 members 
Entering Unmasked Estep 
Score: -4766751.000000 Penalty: 5222.979492
	Iteration 19Q: 3 clusters Score -4766751 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 33890 members 
Entering Unmasked Estep 
Score: -4766777.500000 Penalty: 5222.979492
	Iteration 20F: 3 clusters Score -4766778 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 33970 members 
Entering Unmasked Estep 
Score: -4766797.500000 Penalty: 5222.979492
	Iteration 21Q: 3 clusters Score -4766798 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 34044 members 
Entering Unmasked Estep 
Score: -4766825.500000 Penalty: 5222.979492
	Iteration 22Q: 3 clusters Score -4766826 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 34096 members 
Entering Unmasked Estep 
Score: -4766838.500000 Penalty: 5222.979492
	Iteration 23Q: 3 clusters Score -4766838 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 34128 members 
Entering Unmasked Estep 
Score: -4766835.000000 Penalty: 5222.979492
	Iteration 24Q: 3 clusters Score -4766835 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 34151 members 
Entering Unmasked Estep 
Score: -4766844.000000 Penalty: 5222.979492
	Iteration 25Q: 3 clusters Score -4766844 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 34166 members 
Entering Unmasked Estep 
Score: -4766838.500000 Penalty: 5222.979492
	Iteration 26Q: 3 clusters Score -4766838 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 34184 members 
Entering Unmasked Estep 
Score: -4766853.500000 Penalty: 5222.979492
	Iteration 27Q: 3 clusters Score -4766854 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 34203 members 
Entering Unmasked Estep 
Score: -4766857.500000 Penalty: 5222.979492
	Iteration 28Q: 3 clusters Score -4766858 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 34233 members 
Entering Unmasked Estep 
Score: -4766853.500000 Penalty: 5222.979492
	Iteration 29Q: 3 clusters Score -4766854 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 34255 members 
Entering Unmasked Estep 
Score: -4766857.500000 Penalty: 5222.979492
	Iteration 30Q: 3 clusters Score -4766858 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 34278 members 
Entering Unmasked Estep 
Score: -4766871.500000 Penalty: 5222.979492
	Iteration 31Q: 3 clusters Score -4766872 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 34292 members 
Entering Unmasked Estep 
Score: -4766882.000000 Penalty: 5222.979492
	Iteration 32Q: 3 clusters Score -4766882 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 34305 members 
Entering Unmasked Estep 
Score: -4766878.500000 Penalty: 5222.979492
	Iteration 33Q: 3 clusters Score -4766878 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 34318 members 
Entering Unmasked Estep 
Score: -4766874.000000 Penalty: 5222.979492
	Iteration 34Q: 3 clusters Score -4766874 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 34323 members 
Entering Unmasked Estep 
Score: -4766877.500000 Penalty: 5222.979492
	Iteration 35Q: 3 clusters Score -4766878 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 34328 members 
Entering Unmasked Estep 
Score: -4766875.500000 Penalty: 5222.979492
	Iteration 36Q: 3 clusters Score -4766876 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 34333 members 
Entering Unmasked Estep 
Score: -4766878.500000 Penalty: 5222.979492
	Iteration 37Q: 3 clusters Score -4766878 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 34332 members 
Entering Unmasked Estep 
Score: -4766882.000000 Penalty: 5222.979492
	Iteration 38Q: 3 clusters Score -4766882 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 34331 members 
Entering Unmasked Estep 
Score: -4766883.000000 Penalty: 5222.979492
	Iteration 39Q: 3 clusters Score -4766883 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 34331 members 
Entering Unmasked Estep 
Score: -4766880.500000 Penalty: 5222.979492
	Iteration 40F: 3 clusters Score -4766880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 34330 members 
Entering Unmasked Estep 
Score: -4766884.000000 Penalty: 5222.979492
	Iteration 41Q: 3 clusters Score -4766884 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 34331 members 
Entering Unmasked Estep 
Score: -4766889.500000 Penalty: 5222.979492
	Iteration 42Q: 3 clusters Score -4766890 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 34332 members 
Entering Unmasked Estep 
Score: -4766884.000000 Penalty: 5222.979492
	Iteration 43Q: 3 clusters Score -4766884 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 34341 members 
Entering Unmasked Estep 
Score: -4766888.000000 Penalty: 5222.979492
	Iteration 44Q: 3 clusters Score -4766888 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 34349 members 
Entering Unmasked Estep 
Score: -4766900.500000 Penalty: 5222.979492
	Iteration 45Q: 3 clusters Score -4766900 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 34353 members 
Entering Unmasked Estep 
Score: -4766898.000000 Penalty: 5222.979492
	Iteration 46Q: 3 clusters Score -4766898 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 34358 members 
Entering Unmasked Estep 
Score: -4766892.000000 Penalty: 5222.979492
	Iteration 47Q: 3 clusters Score -4766892 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 34362 members 
Entering Unmasked Estep 
Score: -4766896.500000 Penalty: 5222.979492
	Iteration 48Q: 3 clusters Score -4766896 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 34363 members 
Entering Unmasked Estep 
Score: -4766903.500000 Penalty: 5222.979492
	Iteration 49Q: 3 clusters Score -4766904 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 34365 members 
Entering Unmasked Estep 
Score: -4766896.500000 Penalty: 5222.979492
	Iteration 50Q: 3 clusters Score -4766896 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 34366 members 
Entering Unmasked Estep 
Score: -4766899.500000 Penalty: 5222.979492
	Iteration 51Q: 3 clusters Score -4766900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 34366 members 
Entering Unmasked Estep 
Score: -4766898.000000 Penalty: 5222.979492
	Iteration 52Q: 3 clusters Score -4766898 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 34366 members 
Entering Unmasked Estep 
Score: -4766898.000000 Penalty: 5222.979492
	Iteration 53Q: 3 clusters Score -4766898 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 34370 members 
Entering Unmasked Estep 
Score: -4766898.500000 Penalty: 5222.979492
	Iteration 54Q: 3 clusters Score -4766898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 34371 members 
Entering Unmasked Estep 
Score: -4766898.000000 Penalty: 5222.979492
	Iteration 55Q: 3 clusters Score -4766898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 34372 members 
Entering Unmasked Estep 
Score: -4766898.500000 Penalty: 5222.979492
	Iteration 56Q: 3 clusters Score -4766898 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 34372 members 
Entering Unmasked Estep 
Score: -4766898.500000 Penalty: 5222.979492
	Iteration 57F: 3 clusters Score -4766898 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (6903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Entering Unmasked Estep 
Score: -791552.625000 Penalty: 2192.248291
	Iteration 0F: 2 clusters Score -791552.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -785832.125000 Penalty: 4384.496582
	Iteration 0F: 3 clusters Score -785832.1 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -787483.250000 Penalty: 4384.496582
	Iteration 1F: 3 clusters Score -787483.2 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -787855.312500 Penalty: 4384.496582
	Iteration 2F: 3 clusters Score -787855.3 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -788156.312500 Penalty: 4384.496582
	Iteration 3F: 3 clusters Score -788156.3 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -788443.062500 Penalty: 4384.496582
	Iteration 4F: 3 clusters Score -788443.1 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -788708.687500 Penalty: 4384.496582
	Iteration 5F: 3 clusters Score -788708.7 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -788970.812500 Penalty: 4384.496582
	Iteration 6F: 3 clusters Score -788970.8 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -789189.625000 Penalty: 4384.496582
	Iteration 7Q: 3 clusters Score -789189.6 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -789343.937500 Penalty: 4384.496582
	Iteration 8Q: 3 clusters Score -789343.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -789475.812500 Penalty: 4384.496582
	Iteration 9Q: 3 clusters Score -789475.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -789588.062500 Penalty: 4384.496582
	Iteration 10Q: 3 clusters Score -789588.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -789654.812500 Penalty: 4384.496582
	Iteration 11Q: 3 clusters Score -789654.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -789709.500000 Penalty: 4384.496582
	Iteration 12Q: 3 clusters Score -789709.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -789755.375000 Penalty: 4384.496582
	Iteration 13Q: 3 clusters Score -789755.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -789781.875000 Penalty: 4384.496582
	Iteration 14Q: 3 clusters Score -789781.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -789801.000000 Penalty: 4384.496582
	Iteration 15Q: 3 clusters Score -789801 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -789815.562500 Penalty: 4384.496582
	Iteration 16Q: 3 clusters Score -789815.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -789823.125000 Penalty: 4384.496582
	Iteration 17Q: 3 clusters Score -789823.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -789831.500000 Penalty: 4384.496582
	Iteration 18Q: 3 clusters Score -789831.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -789841.562500 Penalty: 4384.496582
	Iteration 19Q: 3 clusters Score -789841.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -789853.375000 Penalty: 4384.496582
	Iteration 20F: 3 clusters Score -789853.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -789863.187500 Penalty: 4384.496582
	Iteration 21Q: 3 clusters Score -789863.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -789873.500000 Penalty: 4384.496582
	Iteration 22Q: 3 clusters Score -789873.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -789880.250000 Penalty: 4384.496582
	Iteration 23Q: 3 clusters Score -789880.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -789884.500000 Penalty: 4384.496582
	Iteration 24Q: 3 clusters Score -789884.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -789892.375000 Penalty: 4384.496582
	Iteration 25Q: 3 clusters Score -789892.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -789896.875000 Penalty: 4384.496582
	Iteration 26Q: 3 clusters Score -789896.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -789899.875000 Penalty: 4384.496582
	Iteration 27Q: 3 clusters Score -789899.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -789901.062500 Penalty: 4384.496582
	Iteration 28Q: 3 clusters Score -789901.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -789907.500000 Penalty: 4384.496582
	Iteration 29Q: 3 clusters Score -789907.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -789914.187500 Penalty: 4384.496582
	Iteration 30Q: 3 clusters Score -789914.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -789920.187500 Penalty: 4384.496582
	Iteration 31Q: 3 clusters Score -789920.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -789926.187500 Penalty: 4384.496582
	Iteration 32Q: 3 clusters Score -789926.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -789926.937500 Penalty: 4384.496582
	Iteration 33Q: 3 clusters Score -789926.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -789931.875000 Penalty: 4384.496582
	Iteration 34Q: 3 clusters Score -789931.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -789935.062500 Penalty: 4384.496582
	Iteration 35Q: 3 clusters Score -789935.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -789939.000000 Penalty: 4384.496582
	Iteration 36Q: 3 clusters Score -789939 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -789938.937500 Penalty: 4384.496582
	Iteration 37Q: 3 clusters Score -789938.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -789941.687500 Penalty: 4384.496582
	Iteration 38Q: 3 clusters Score -789941.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -789941.375000 Penalty: 4384.496582
	Iteration 39Q: 3 clusters Score -789941.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -789941.375000 Penalty: 4384.496582
	Iteration 40F: 3 clusters Score -789941.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (25996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25996 members 
Entering Unmasked Estep 
Score: -3317006.000000 Penalty: 2521.093018
	Iteration 0F: 2 clusters Score -3317006 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13005 members 
Mstep: Class 2 contains 12991 members 
Entering Unmasked Estep 
Score: -3299101.750000 Penalty: 5042.186035
	Iteration 0F: 3 clusters Score -3299102 nChanged 11636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12939 members 
Mstep: Class 2 contains 13057 members 
Entering Unmasked Estep 
Score: -3305309.500000 Penalty: 5042.186035
	Iteration 1F: 3 clusters Score -3305310 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12799 members 
Mstep: Class 2 contains 13197 members 
Entering Unmasked Estep 
Score: -3305839.250000 Penalty: 5042.186035
	Iteration 2F: 3 clusters Score -3305839 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12596 members 
Mstep: Class 2 contains 13400 members 
Entering Unmasked Estep 
Score: -3306291.500000 Penalty: 5042.186035
	Iteration 3Q: 3 clusters Score -3306292 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12348 members 
Mstep: Class 2 contains 13648 members 
Entering Unmasked Estep 
Score: -3306703.000000 Penalty: 5042.186035
	Iteration 4Q: 3 clusters Score -3306703 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12026 members 
Mstep: Class 2 contains 13970 members 
Entering Unmasked Estep 
Score: -3307125.000000 Penalty: 5042.186035
	Iteration 5Q: 3 clusters Score -3307125 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11595 members 
Mstep: Class 2 contains 14401 members 
Entering Unmasked Estep 
Score: -3307638.500000 Penalty: 5042.186035
	Iteration 6Q: 3 clusters Score -3307638 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11081 members 
Mstep: Class 2 contains 14915 members 
Entering Unmasked Estep 
Score: -3308333.000000 Penalty: 5042.186035
	Iteration 7Q: 3 clusters Score -3308333 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10405 members 
Mstep: Class 2 contains 15591 members 
Entering Unmasked Estep 
Score: -3309299.250000 Penalty: 5042.186035
	Iteration 8F: 3 clusters Score -3309299 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 16376 members 
Entering Unmasked Estep 
Score: -3310376.500000 Penalty: 5042.186035
	Iteration 9F: 3 clusters Score -3310376 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 17205 members 
Entering Unmasked Estep 
Score: -3311313.250000 Penalty: 5042.186035
	Iteration 10F: 3 clusters Score -3311313 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 17923 members 
Entering Unmasked Estep 
Score: -3312016.000000 Penalty: 5042.186035
	Iteration 11Q: 3 clusters Score -3312016 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 18569 members 
Entering Unmasked Estep 
Score: -3312526.000000 Penalty: 5042.186035
	Iteration 12Q: 3 clusters Score -3312526 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 19164 members 
Entering Unmasked Estep 
Score: -3312874.500000 Penalty: 5042.186035
	Iteration 13Q: 3 clusters Score -3312874 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 19734 members 
Entering Unmasked Estep 
Score: -3313170.000000 Penalty: 5042.186035
	Iteration 14Q: 3 clusters Score -3313170 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 20282 members 
Entering Unmasked Estep 
Score: -3313424.000000 Penalty: 5042.186035
	Iteration 15Q: 3 clusters Score -3313424 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 20815 members 
Entering Unmasked Estep 
Score: -3313671.250000 Penalty: 5042.186035
	Iteration 16Q: 3 clusters Score -3313671 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 21341 members 
Entering Unmasked Estep 
Score: -3313917.750000 Penalty: 5042.186035
	Iteration 17Q: 3 clusters Score -3313918 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 21845 members 
Entering Unmasked Estep 
Score: -3314151.750000 Penalty: 5042.186035
	Iteration 18Q: 3 clusters Score -3314152 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 22380 members 
Entering Unmasked Estep 
Score: -3314427.750000 Penalty: 5042.186035
	Iteration 19Q: 3 clusters Score -3314428 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 22857 members 
Entering Unmasked Estep 
Score: -3314687.000000 Penalty: 5042.186035
	Iteration 20F: 3 clusters Score -3314687 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 23272 members 
Entering Unmasked Estep 
Score: -3314882.500000 Penalty: 5042.186035
	Iteration 21Q: 3 clusters Score -3314882 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 23632 members 
Entering Unmasked Estep 
Score: -3315064.750000 Penalty: 5042.186035
	Iteration 22Q: 3 clusters Score -3315065 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 23905 members 
Entering Unmasked Estep 
Score: -3315211.000000 Penalty: 5042.186035
	Iteration 23Q: 3 clusters Score -3315211 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 24137 members 
Entering Unmasked Estep 
Score: -3315328.000000 Penalty: 5042.186035
	Iteration 24Q: 3 clusters Score -3315328 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 24334 members 
Entering Unmasked Estep 
Score: -3315399.750000 Penalty: 5042.186035
	Iteration 25Q: 3 clusters Score -3315400 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 24480 members 
Entering Unmasked Estep 
Score: -3315482.500000 Penalty: 5042.186035
	Iteration 26Q: 3 clusters Score -3315482 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 24626 members 
Entering Unmasked Estep 
Score: -3315549.500000 Penalty: 5042.186035
	Iteration 27Q: 3 clusters Score -3315550 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 24734 members 
Entering Unmasked Estep 
Score: -3315610.500000 Penalty: 5042.186035
	Iteration 28Q: 3 clusters Score -3315610 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 24810 members 
Entering Unmasked Estep 
Score: -3315638.750000 Penalty: 5042.186035
	Iteration 29Q: 3 clusters Score -3315639 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 24862 members 
Entering Unmasked Estep 
Score: -3315661.000000 Penalty: 5042.186035
	Iteration 30Q: 3 clusters Score -3315661 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 24908 members 
Entering Unmasked Estep 
Score: -3315688.500000 Penalty: 5042.186035
	Iteration 31Q: 3 clusters Score -3315688 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 24950 members 
Entering Unmasked Estep 
Score: -3315709.500000 Penalty: 5042.186035
	Iteration 32Q: 3 clusters Score -3315710 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 24984 members 
Entering Unmasked Estep 
Score: -3315722.500000 Penalty: 5042.186035
	Iteration 33Q: 3 clusters Score -3315722 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 25006 members 
Entering Unmasked Estep 
Score: -3315732.500000 Penalty: 5042.186035
	Iteration 34Q: 3 clusters Score -3315732 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 25020 members 
Entering Unmasked Estep 
Score: -3315738.250000 Penalty: 5042.186035
	Iteration 35Q: 3 clusters Score -3315738 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 25028 members 
Entering Unmasked Estep 
Score: -3315744.250000 Penalty: 5042.186035
	Iteration 36Q: 3 clusters Score -3315744 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 25042 members 
Entering Unmasked Estep 
Score: -3315745.750000 Penalty: 5042.186035
	Iteration 37Q: 3 clusters Score -3315746 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 25050 members 
Entering Unmasked Estep 
Score: -3315743.500000 Penalty: 5042.186035
	Iteration 38Q: 3 clusters Score -3315744 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 25058 members 
Entering Unmasked Estep 
Score: -3315750.250000 Penalty: 5042.186035
	Iteration 39Q: 3 clusters Score -3315750 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 25062 members 
Entering Unmasked Estep 
Score: -3315753.250000 Penalty: 5042.186035
	Iteration 40F: 3 clusters Score -3315753 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 25066 members 
Entering Unmasked Estep 
Score: -3315749.250000 Penalty: 5042.186035
	Iteration 41Q: 3 clusters Score -3315749 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 25071 members 
Entering Unmasked Estep 
Score: -3315750.250000 Penalty: 5042.186035
	Iteration 42Q: 3 clusters Score -3315750 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 25075 members 
Entering Unmasked Estep 
Score: -3315751.500000 Penalty: 5042.186035
	Iteration 43Q: 3 clusters Score -3315752 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 25081 members 
Entering Unmasked Estep 
Score: -3315754.250000 Penalty: 5042.186035
	Iteration 44Q: 3 clusters Score -3315754 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 25087 members 
Entering Unmasked Estep 
Score: -3315762.500000 Penalty: 5042.186035
	Iteration 45Q: 3 clusters Score -3315762 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 25090 members 
Entering Unmasked Estep 
Score: -3315762.750000 Penalty: 5042.186035
	Iteration 46Q: 3 clusters Score -3315763 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 25097 members 
Entering Unmasked Estep 
Score: -3315766.000000 Penalty: 5042.186035
	Iteration 47Q: 3 clusters Score -3315766 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 25100 members 
Entering Unmasked Estep 
Score: -3315767.250000 Penalty: 5042.186035
	Iteration 48Q: 3 clusters Score -3315767 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 25099 members 
Entering Unmasked Estep 
Score: -3315767.000000 Penalty: 5042.186035
	Iteration 49Q: 3 clusters Score -3315767 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 25101 members 
Entering Unmasked Estep 
Score: -3315772.500000 Penalty: 5042.186035
	Iteration 50Q: 3 clusters Score -3315772 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 25104 members 
Entering Unmasked Estep 
Score: -3315770.750000 Penalty: 5042.186035
	Iteration 51Q: 3 clusters Score -3315771 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 25106 members 
Entering Unmasked Estep 
Score: -3315771.500000 Penalty: 5042.186035
	Iteration 52Q: 3 clusters Score -3315772 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 25108 members 
Entering Unmasked Estep 
Score: -3315773.250000 Penalty: 5042.186035
	Iteration 53Q: 3 clusters Score -3315773 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 25115 members 
Entering Unmasked Estep 
Score: -3315778.500000 Penalty: 5042.186035
	Iteration 54Q: 3 clusters Score -3315778 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 25120 members 
Entering Unmasked Estep 
Score: -3315781.000000 Penalty: 5042.186035
	Iteration 55Q: 3 clusters Score -3315781 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 25126 members 
Entering Unmasked Estep 
Score: -3315780.500000 Penalty: 5042.186035
	Iteration 56Q: 3 clusters Score -3315780 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 25130 members 
Entering Unmasked Estep 
Score: -3315786.500000 Penalty: 5042.186035
	Iteration 57Q: 3 clusters Score -3315786 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 25135 members 
Entering Unmasked Estep 
Score: -3315786.750000 Penalty: 5042.186035
	Iteration 58Q: 3 clusters Score -3315787 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 25137 members 
Entering Unmasked Estep 
Score: -3315788.000000 Penalty: 5042.186035
	Iteration 59Q: 3 clusters Score -3315788 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 25138 members 
Entering Unmasked Estep 
Score: -3315786.500000 Penalty: 5042.186035
	Iteration 60F: 3 clusters Score -3315786 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 25139 members 
Entering Unmasked Estep 
Score: -3315786.250000 Penalty: 5042.186035
	Iteration 61Q: 3 clusters Score -3315786 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 25139 members 
Entering Unmasked Estep 
Score: -3315786.250000 Penalty: 5042.186035
	Iteration 62F: 3 clusters Score -3315786 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (7854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Entering Unmasked Estep 
Score: -982750.562500 Penalty: 2224.257080
	Iteration 0F: 2 clusters Score -982750.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -976418.312500 Penalty: 4448.514160
	Iteration 0F: 3 clusters Score -976418.3 nChanged 3184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -978165.500000 Penalty: 4448.514160
	Iteration 1F: 3 clusters Score -978165.5 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -978462.687500 Penalty: 4448.514160
	Iteration 2F: 3 clusters Score -978462.7 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -978664.187500 Penalty: 4448.514160
	Iteration 3F: 3 clusters Score -978664.2 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -978826.250000 Penalty: 4448.514160
	Iteration 4Q: 3 clusters Score -978826.2 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -978965.750000 Penalty: 4448.514160
	Iteration 5Q: 3 clusters Score -978965.8 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -979087.375000 Penalty: 4448.514160
	Iteration 6Q: 3 clusters Score -979087.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -979176.187500 Penalty: 4448.514160
	Iteration 7Q: 3 clusters Score -979176.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -979271.812500 Penalty: 4448.514160
	Iteration 8Q: 3 clusters Score -979271.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -979345.625000 Penalty: 4448.514160
	Iteration 9Q: 3 clusters Score -979345.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -979427.062500 Penalty: 4448.514160
	Iteration 10Q: 3 clusters Score -979427.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -979510.937500 Penalty: 4448.514160
	Iteration 11Q: 3 clusters Score -979510.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -979599.312500 Penalty: 4448.514160
	Iteration 12Q: 3 clusters Score -979599.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -979668.750000 Penalty: 4448.514160
	Iteration 13Q: 3 clusters Score -979668.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -979721.812500 Penalty: 4448.514160
	Iteration 14Q: 3 clusters Score -979721.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -979779.812500 Penalty: 4448.514160
	Iteration 15Q: 3 clusters Score -979779.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -979840.000000 Penalty: 4448.514160
	Iteration 16Q: 3 clusters Score -979840 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -979894.875000 Penalty: 4448.514160
	Iteration 17Q: 3 clusters Score -979894.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -979940.125000 Penalty: 4448.514160
	Iteration 18Q: 3 clusters Score -979940.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -979983.062500 Penalty: 4448.514160
	Iteration 19Q: 3 clusters Score -979983.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -980023.000000 Penalty: 4448.514160
	Iteration 20F: 3 clusters Score -980023 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -980063.625000 Penalty: 4448.514160
	Iteration 21Q: 3 clusters Score -980063.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -980094.187500 Penalty: 4448.514160
	Iteration 22Q: 3 clusters Score -980094.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -980133.312500 Penalty: 4448.514160
	Iteration 23Q: 3 clusters Score -980133.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -980180.625000 Penalty: 4448.514160
	Iteration 24Q: 3 clusters Score -980180.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -980216.312500 Penalty: 4448.514160
	Iteration 25Q: 3 clusters Score -980216.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -980252.812500 Penalty: 4448.514160
	Iteration 26Q: 3 clusters Score -980252.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -980284.625000 Penalty: 4448.514160
	Iteration 27Q: 3 clusters Score -980284.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -980322.562500 Penalty: 4448.514160
	Iteration 28Q: 3 clusters Score -980322.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -980366.375000 Penalty: 4448.514160
	Iteration 29Q: 3 clusters Score -980366.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -980403.312500 Penalty: 4448.514160
	Iteration 30Q: 3 clusters Score -980403.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -980443.562500 Penalty: 4448.514160
	Iteration 31Q: 3 clusters Score -980443.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -980491.687500 Penalty: 4448.514160
	Iteration 32Q: 3 clusters Score -980491.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -980537.687500 Penalty: 4448.514160
	Iteration 33Q: 3 clusters Score -980537.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -980579.250000 Penalty: 4448.514160
	Iteration 34Q: 3 clusters Score -980579.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -980623.875000 Penalty: 4448.514160
	Iteration 35Q: 3 clusters Score -980623.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -980650.812500 Penalty: 4448.514160
	Iteration 36Q: 3 clusters Score -980650.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -980663.437500 Penalty: 4448.514160
	Iteration 37Q: 3 clusters Score -980663.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -980676.750000 Penalty: 4448.514160
	Iteration 38Q: 3 clusters Score -980676.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -980689.687500 Penalty: 4448.514160
	Iteration 39Q: 3 clusters Score -980689.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -980701.625000 Penalty: 4448.514160
	Iteration 40F: 3 clusters Score -980701.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -980714.062500 Penalty: 4448.514160
	Iteration 41Q: 3 clusters Score -980714.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -980726.687500 Penalty: 4448.514160
	Iteration 42Q: 3 clusters Score -980726.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -980736.687500 Penalty: 4448.514160
	Iteration 43Q: 3 clusters Score -980736.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -980742.750000 Penalty: 4448.514160
	Iteration 44Q: 3 clusters Score -980742.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -980746.437500 Penalty: 4448.514160
	Iteration 45Q: 3 clusters Score -980746.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -980752.437500 Penalty: 4448.514160
	Iteration 46Q: 3 clusters Score -980752.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -980760.062500 Penalty: 4448.514160
	Iteration 47Q: 3 clusters Score -980760.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -980769.500000 Penalty: 4448.514160
	Iteration 48Q: 3 clusters Score -980769.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -980774.437500 Penalty: 4448.514160
	Iteration 49Q: 3 clusters Score -980774.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -980777.125000 Penalty: 4448.514160
	Iteration 50Q: 3 clusters Score -980777.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -980779.000000 Penalty: 4448.514160
	Iteration 51Q: 3 clusters Score -980779 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -980781.625000 Penalty: 4448.514160
	Iteration 52Q: 3 clusters Score -980781.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -980782.937500 Penalty: 4448.514160
	Iteration 53Q: 3 clusters Score -980782.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -980783.562500 Penalty: 4448.514160
	Iteration 54Q: 3 clusters Score -980783.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -980784.187500 Penalty: 4448.514160
	Iteration 55Q: 3 clusters Score -980784.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -980782.625000 Penalty: 4448.514160
	Iteration 56Q: 3 clusters Score -980782.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -980782.625000 Penalty: 4448.514160
	Iteration 57F: 3 clusters Score -980782.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (24855 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24855 members 
Entering Unmasked Estep 
Score: -2929940.250000 Penalty: 2509.961914
	Iteration 0F: 2 clusters Score -2929940 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12415 members 
Mstep: Class 2 contains 12440 members 
Entering Unmasked Estep 
Score: -2912748.500000 Penalty: 5019.923828
	Iteration 0F: 3 clusters Score -2912748 nChanged 11102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12401 members 
Mstep: Class 2 contains 12454 members 
Entering Unmasked Estep 
Score: -2919003.750000 Penalty: 5019.923828
	Iteration 1F: 3 clusters Score -2919004 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12478 members 
Mstep: Class 2 contains 12377 members 
Entering Unmasked Estep 
Score: -2919699.500000 Penalty: 5019.923828
	Iteration 2F: 3 clusters Score -2919700 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12575 members 
Mstep: Class 2 contains 12280 members 
Entering Unmasked Estep 
Score: -2920472.500000 Penalty: 5019.923828
	Iteration 3F: 3 clusters Score -2920472 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12665 members 
Mstep: Class 2 contains 12190 members 
Entering Unmasked Estep 
Score: -2921306.250000 Penalty: 5019.923828
	Iteration 4F: 3 clusters Score -2921306 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12667 members 
Mstep: Class 2 contains 12188 members 
Entering Unmasked Estep 
Score: -2922230.250000 Penalty: 5019.923828
	Iteration 5F: 3 clusters Score -2922230 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12609 members 
Mstep: Class 2 contains 12246 members 
Entering Unmasked Estep 
Score: -2923061.500000 Penalty: 5019.923828
	Iteration 6F: 3 clusters Score -2923062 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12509 members 
Mstep: Class 2 contains 12346 members 
Entering Unmasked Estep 
Score: -2923829.250000 Penalty: 5019.923828
	Iteration 7F: 3 clusters Score -2923829 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12303 members 
Mstep: Class 2 contains 12552 members 
Entering Unmasked Estep 
Score: -2924548.500000 Penalty: 5019.923828
	Iteration 8Q: 3 clusters Score -2924548 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12049 members 
Mstep: Class 2 contains 12806 members 
Entering Unmasked Estep 
Score: -2925096.000000 Penalty: 5019.923828
	Iteration 9Q: 3 clusters Score -2925096 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11797 members 
Mstep: Class 2 contains 13058 members 
Entering Unmasked Estep 
Score: -2925559.250000 Penalty: 5019.923828
	Iteration 10Q: 3 clusters Score -2925559 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11548 members 
Mstep: Class 2 contains 13307 members 
Entering Unmasked Estep 
Score: -2925884.000000 Penalty: 5019.923828
	Iteration 11Q: 3 clusters Score -2925884 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11318 members 
Mstep: Class 2 contains 13537 members 
Entering Unmasked Estep 
Score: -2926096.250000 Penalty: 5019.923828
	Iteration 12Q: 3 clusters Score -2926096 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11109 members 
Mstep: Class 2 contains 13746 members 
Entering Unmasked Estep 
Score: -2926236.000000 Penalty: 5019.923828
	Iteration 13Q: 3 clusters Score -2926236 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10918 members 
Mstep: Class 2 contains 13937 members 
Entering Unmasked Estep 
Score: -2926347.500000 Penalty: 5019.923828
	Iteration 14Q: 3 clusters Score -2926348 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10738 members 
Mstep: Class 2 contains 14117 members 
Entering Unmasked Estep 
Score: -2926434.750000 Penalty: 5019.923828
	Iteration 15Q: 3 clusters Score -2926435 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10523 members 
Mstep: Class 2 contains 14332 members 
Entering Unmasked Estep 
Score: -2926518.750000 Penalty: 5019.923828
	Iteration 16Q: 3 clusters Score -2926519 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 14527 members 
Entering Unmasked Estep 
Score: -2926590.000000 Penalty: 5019.923828
	Iteration 17Q: 3 clusters Score -2926590 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10115 members 
Mstep: Class 2 contains 14740 members 
Entering Unmasked Estep 
Score: -2926675.000000 Penalty: 5019.923828
	Iteration 18Q: 3 clusters Score -2926675 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 14956 members 
Entering Unmasked Estep 
Score: -2926750.750000 Penalty: 5019.923828
	Iteration 19Q: 3 clusters Score -2926751 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 15193 members 
Entering Unmasked Estep 
Score: -2926833.000000 Penalty: 5019.923828
	Iteration 20F: 3 clusters Score -2926833 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 15437 members 
Entering Unmasked Estep 
Score: -2926929.750000 Penalty: 5019.923828
	Iteration 21Q: 3 clusters Score -2926930 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 15719 members 
Entering Unmasked Estep 
Score: -2927038.000000 Penalty: 5019.923828
	Iteration 22Q: 3 clusters Score -2927038 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 16024 members 
Entering Unmasked Estep 
Score: -2927151.750000 Penalty: 5019.923828
	Iteration 23Q: 3 clusters Score -2927152 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 16332 members 
Entering Unmasked Estep 
Score: -2927276.500000 Penalty: 5019.923828
	Iteration 24Q: 3 clusters Score -2927276 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 16623 members 
Entering Unmasked Estep 
Score: -2927391.500000 Penalty: 5019.923828
	Iteration 25Q: 3 clusters Score -2927392 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 16952 members 
Entering Unmasked Estep 
Score: -2927516.750000 Penalty: 5019.923828
	Iteration 26Q: 3 clusters Score -2927517 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 17286 members 
Entering Unmasked Estep 
Score: -2927669.250000 Penalty: 5019.923828
	Iteration 27Q: 3 clusters Score -2927669 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 17611 members 
Entering Unmasked Estep 
Score: -2927807.750000 Penalty: 5019.923828
	Iteration 28Q: 3 clusters Score -2927808 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 17928 members 
Entering Unmasked Estep 
Score: -2927924.500000 Penalty: 5019.923828
	Iteration 29Q: 3 clusters Score -2927924 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 18215 members 
Entering Unmasked Estep 
Score: -2928020.000000 Penalty: 5019.923828
	Iteration 30Q: 3 clusters Score -2928020 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 18476 members 
Entering Unmasked Estep 
Score: -2928116.000000 Penalty: 5019.923828
	Iteration 31Q: 3 clusters Score -2928116 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 18709 members 
Entering Unmasked Estep 
Score: -2928189.000000 Penalty: 5019.923828
	Iteration 32Q: 3 clusters Score -2928189 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 18927 members 
Entering Unmasked Estep 
Score: -2928266.250000 Penalty: 5019.923828
	Iteration 33Q: 3 clusters Score -2928266 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 19149 members 
Entering Unmasked Estep 
Score: -2928367.000000 Penalty: 5019.923828
	Iteration 34Q: 3 clusters Score -2928367 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 19381 members 
Entering Unmasked Estep 
Score: -2928457.000000 Penalty: 5019.923828
	Iteration 35Q: 3 clusters Score -2928457 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 19610 members 
Entering Unmasked Estep 
Score: -2928600.750000 Penalty: 5019.923828
	Iteration 36Q: 3 clusters Score -2928601 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 19869 members 
Entering Unmasked Estep 
Score: -2928748.750000 Penalty: 5019.923828
	Iteration 37Q: 3 clusters Score -2928749 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 20107 members 
Entering Unmasked Estep 
Score: -2928903.000000 Penalty: 5019.923828
	Iteration 38Q: 3 clusters Score -2928903 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 20335 members 
Entering Unmasked Estep 
Score: -2929038.250000 Penalty: 5019.923828
	Iteration 39Q: 3 clusters Score -2929038 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 20535 members 
Entering Unmasked Estep 
Score: -2929138.500000 Penalty: 5019.923828
	Iteration 40F: 3 clusters Score -2929138 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 20713 members 
Entering Unmasked Estep 
Score: -2929229.750000 Penalty: 5019.923828
	Iteration 41Q: 3 clusters Score -2929230 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 20876 members 
Entering Unmasked Estep 
Score: -2929286.250000 Penalty: 5019.923828
	Iteration 42Q: 3 clusters Score -2929286 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 21004 members 
Entering Unmasked Estep 
Score: -2929325.000000 Penalty: 5019.923828
	Iteration 43Q: 3 clusters Score -2929325 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 21111 members 
Entering Unmasked Estep 
Score: -2929355.500000 Penalty: 5019.923828
	Iteration 44Q: 3 clusters Score -2929356 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 21211 members 
Entering Unmasked Estep 
Score: -2929383.750000 Penalty: 5019.923828
	Iteration 45Q: 3 clusters Score -2929384 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 21291 members 
Entering Unmasked Estep 
Score: -2929401.750000 Penalty: 5019.923828
	Iteration 46Q: 3 clusters Score -2929402 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 21344 members 
Entering Unmasked Estep 
Score: -2929413.500000 Penalty: 5019.923828
	Iteration 47Q: 3 clusters Score -2929414 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 21384 members 
Entering Unmasked Estep 
Score: -2929422.250000 Penalty: 5019.923828
	Iteration 48Q: 3 clusters Score -2929422 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 21420 members 
Entering Unmasked Estep 
Score: -2929436.250000 Penalty: 5019.923828
	Iteration 49Q: 3 clusters Score -2929436 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 21459 members 
Entering Unmasked Estep 
Score: -2929435.250000 Penalty: 5019.923828
	Iteration 50Q: 3 clusters Score -2929435 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 21489 members 
Entering Unmasked Estep 
Score: -2929438.250000 Penalty: 5019.923828
	Iteration 51Q: 3 clusters Score -2929438 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 21525 members 
Entering Unmasked Estep 
Score: -2929443.750000 Penalty: 5019.923828
	Iteration 52Q: 3 clusters Score -2929444 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 21547 members 
Entering Unmasked Estep 
Score: -2929444.750000 Penalty: 5019.923828
	Iteration 53Q: 3 clusters Score -2929445 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 21560 members 
Entering Unmasked Estep 
Score: -2929449.500000 Penalty: 5019.923828
	Iteration 54Q: 3 clusters Score -2929450 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 21577 members 
Entering Unmasked Estep 
Score: -2929448.750000 Penalty: 5019.923828
	Iteration 55Q: 3 clusters Score -2929449 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 21592 members 
Entering Unmasked Estep 
Score: -2929453.500000 Penalty: 5019.923828
	Iteration 56Q: 3 clusters Score -2929454 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 21613 members 
Entering Unmasked Estep 
Score: -2929454.750000 Penalty: 5019.923828
	Iteration 57Q: 3 clusters Score -2929455 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 21631 members 
Entering Unmasked Estep 
Score: -2929463.000000 Penalty: 5019.923828
	Iteration 58Q: 3 clusters Score -2929463 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 21656 members 
Entering Unmasked Estep 
Score: -2929477.000000 Penalty: 5019.923828
	Iteration 59Q: 3 clusters Score -2929477 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 21676 members 
Entering Unmasked Estep 
Score: -2929473.000000 Penalty: 5019.923828
	Iteration 60F: 3 clusters Score -2929473 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 21694 members 
Entering Unmasked Estep 
Score: -2929489.000000 Penalty: 5019.923828
	Iteration 61Q: 3 clusters Score -2929489 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 21710 members 
Entering Unmasked Estep 
Score: -2929485.750000 Penalty: 5019.923828
	Iteration 62Q: 3 clusters Score -2929486 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 21716 members 
Entering Unmasked Estep 
Score: -2929489.250000 Penalty: 5019.923828
	Iteration 63Q: 3 clusters Score -2929489 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 21722 members 
Entering Unmasked Estep 
Score: -2929490.500000 Penalty: 5019.923828
	Iteration 64Q: 3 clusters Score -2929490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 21723 members 
Entering Unmasked Estep 
Score: -2929490.750000 Penalty: 5019.923828
	Iteration 65Q: 3 clusters Score -2929491 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 21727 members 
Entering Unmasked Estep 
Score: -2929490.500000 Penalty: 5019.923828
	Iteration 66Q: 3 clusters Score -2929490 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 21729 members 
Entering Unmasked Estep 
Score: -2929489.250000 Penalty: 5019.923828
	Iteration 67Q: 3 clusters Score -2929489 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 21729 members 
Entering Unmasked Estep 
Score: -2929488.250000 Penalty: 5019.923828
	Iteration 68Q: 3 clusters Score -2929488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 21731 members 
Entering Unmasked Estep 
Score: -2929493.500000 Penalty: 5019.923828
	Iteration 69Q: 3 clusters Score -2929494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 21734 members 
Entering Unmasked Estep 
Score: -2929501.000000 Penalty: 5019.923828
	Iteration 70Q: 3 clusters Score -2929501 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 21738 members 
Entering Unmasked Estep 
Score: -2929501.750000 Penalty: 5019.923828
	Iteration 71Q: 3 clusters Score -2929502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 21740 members 
Entering Unmasked Estep 
Score: -2929502.000000 Penalty: 5019.923828
	Iteration 72Q: 3 clusters Score -2929502 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 21742 members 
Entering Unmasked Estep 
Score: -2929507.750000 Penalty: 5019.923828
	Iteration 73Q: 3 clusters Score -2929508 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 21745 members 
Entering Unmasked Estep 
Score: -2929509.000000 Penalty: 5019.923828
	Iteration 74Q: 3 clusters Score -2929509 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 21747 members 
Entering Unmasked Estep 
Score: -2929507.000000 Penalty: 5019.923828
	Iteration 75Q: 3 clusters Score -2929507 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 21748 members 
Entering Unmasked Estep 
Score: -2929504.500000 Penalty: 5019.923828
	Iteration 76Q: 3 clusters Score -2929504 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 21749 members 
Entering Unmasked Estep 
Score: -2929505.750000 Penalty: 5019.923828
	Iteration 77Q: 3 clusters Score -2929506 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 21753 members 
Entering Unmasked Estep 
Score: -2929505.750000 Penalty: 5019.923828
	Iteration 78Q: 3 clusters Score -2929506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 21753 members 
Entering Unmasked Estep 
Score: -2929505.500000 Penalty: 5019.923828
	Iteration 79Q: 3 clusters Score -2929506 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 21753 members 
Entering Unmasked Estep 
Score: -2929505.500000 Penalty: 5019.923828
	Iteration 80F: 3 clusters Score -2929506 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (5821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Entering Unmasked Estep 
Score: -752307.562500 Penalty: 2149.968506
	Iteration 0F: 2 clusters Score -752307.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -747248.625000 Penalty: 4299.937012
	Iteration 0F: 3 clusters Score -747248.6 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -748503.875000 Penalty: 4299.937012
	Iteration 1F: 3 clusters Score -748503.9 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -748727.062500 Penalty: 4299.937012
	Iteration 2F: 3 clusters Score -748727.1 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -748882.500000 Penalty: 4299.937012
	Iteration 3F: 3 clusters Score -748882.5 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -749004.375000 Penalty: 4299.937012
	Iteration 4Q: 3 clusters Score -749004.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -749103.625000 Penalty: 4299.937012
	Iteration 5Q: 3 clusters Score -749103.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -749203.250000 Penalty: 4299.937012
	Iteration 6Q: 3 clusters Score -749203.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -749297.437500 Penalty: 4299.937012
	Iteration 7Q: 3 clusters Score -749297.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -749410.000000 Penalty: 4299.937012
	Iteration 8Q: 3 clusters Score -749410 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -749556.187500 Penalty: 4299.937012
	Iteration 9Q: 3 clusters Score -749556.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -749743.062500 Penalty: 4299.937012
	Iteration 10Q: 3 clusters Score -749743.1 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -749989.687500 Penalty: 4299.937012
	Iteration 11Q: 3 clusters Score -749989.7 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -750289.625000 Penalty: 4299.937012
	Iteration 12Q: 3 clusters Score -750289.6 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -750599.625000 Penalty: 4299.937012
	Iteration 13Q: 3 clusters Score -750599.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -750857.750000 Penalty: 4299.937012
	Iteration 14Q: 3 clusters Score -750857.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -751008.000000 Penalty: 4299.937012
	Iteration 15Q: 3 clusters Score -751008 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -751103.812500 Penalty: 4299.937012
	Iteration 16Q: 3 clusters Score -751103.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -751167.437500 Penalty: 4299.937012
	Iteration 17Q: 3 clusters Score -751167.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -751205.375000 Penalty: 4299.937012
	Iteration 18Q: 3 clusters Score -751205.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -751222.437500 Penalty: 4299.937012
	Iteration 19Q: 3 clusters Score -751222.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -751228.812500 Penalty: 4299.937012
	Iteration 20F: 3 clusters Score -751228.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -751231.500000 Penalty: 4299.937012
	Iteration 21Q: 3 clusters Score -751231.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -751234.125000 Penalty: 4299.937012
	Iteration 22Q: 3 clusters Score -751234.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -751235.187500 Penalty: 4299.937012
	Iteration 23Q: 3 clusters Score -751235.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -751235.937500 Penalty: 4299.937012
	Iteration 24Q: 3 clusters Score -751235.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -751236.937500 Penalty: 4299.937012
	Iteration 25Q: 3 clusters Score -751236.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -751239.437500 Penalty: 4299.937012
	Iteration 26Q: 3 clusters Score -751239.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -751240.687500 Penalty: 4299.937012
	Iteration 27Q: 3 clusters Score -751240.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -751239.125000 Penalty: 4299.937012
	Iteration 28Q: 3 clusters Score -751239.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -751241.250000 Penalty: 4299.937012
	Iteration 29Q: 3 clusters Score -751241.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -751240.812500 Penalty: 4299.937012
	Iteration 30Q: 3 clusters Score -751240.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -751241.687500 Penalty: 4299.937012
	Iteration 31Q: 3 clusters Score -751241.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -751241.687500 Penalty: 4299.937012
	Iteration 32F: 3 clusters Score -751241.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (17807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17807 members 
Entering Unmasked Estep 
Score: -2273907.250000 Penalty: 2427.261963
	Iteration 0F: 2 clusters Score -2273907 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -2261390.750000 Penalty: 4854.523926
	Iteration 0F: 3 clusters Score -2261391 nChanged 7661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -2265539.750000 Penalty: 4854.523926
	Iteration 1F: 3 clusters Score -2265540 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -2265967.500000 Penalty: 4854.523926
	Iteration 2F: 3 clusters Score -2265968 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -2266341.500000 Penalty: 4854.523926
	Iteration 3Q: 3 clusters Score -2266342 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -2266705.000000 Penalty: 4854.523926
	Iteration 4Q: 3 clusters Score -2266705 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9764 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -2267019.750000 Penalty: 4854.523926
	Iteration 5Q: 3 clusters Score -2267020 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10071 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -2267301.750000 Penalty: 4854.523926
	Iteration 6Q: 3 clusters Score -2267302 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10415 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -2267565.000000 Penalty: 4854.523926
	Iteration 7Q: 3 clusters Score -2267565 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10845 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -2267853.750000 Penalty: 4854.523926
	Iteration 8Q: 3 clusters Score -2267854 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11342 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -2268141.750000 Penalty: 4854.523926
	Iteration 9Q: 3 clusters Score -2268142 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11900 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -2268476.500000 Penalty: 4854.523926
	Iteration 10Q: 3 clusters Score -2268476 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12520 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -2268865.500000 Penalty: 4854.523926
	Iteration 11Q: 3 clusters Score -2268866 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13152 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -2269265.500000 Penalty: 4854.523926
	Iteration 12Q: 3 clusters Score -2269266 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13772 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -2269660.750000 Penalty: 4854.523926
	Iteration 13Q: 3 clusters Score -2269661 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14353 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -2270066.250000 Penalty: 4854.523926
	Iteration 14Q: 3 clusters Score -2270066 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14851 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -2270416.500000 Penalty: 4854.523926
	Iteration 15Q: 3 clusters Score -2270416 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15294 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -2270766.250000 Penalty: 4854.523926
	Iteration 16Q: 3 clusters Score -2270766 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15678 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -2271061.750000 Penalty: 4854.523926
	Iteration 17Q: 3 clusters Score -2271062 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15982 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -2271308.500000 Penalty: 4854.523926
	Iteration 18Q: 3 clusters Score -2271308 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16219 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -2271503.000000 Penalty: 4854.523926
	Iteration 19Q: 3 clusters Score -2271503 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16413 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -2271653.250000 Penalty: 4854.523926
	Iteration 20F: 3 clusters Score -2271653 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16548 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -2271752.750000 Penalty: 4854.523926
	Iteration 21Q: 3 clusters Score -2271753 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16651 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -2271819.500000 Penalty: 4854.523926
	Iteration 22Q: 3 clusters Score -2271820 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16724 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -2271873.750000 Penalty: 4854.523926
	Iteration 23Q: 3 clusters Score -2271874 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16787 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -2271916.000000 Penalty: 4854.523926
	Iteration 24Q: 3 clusters Score -2271916 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16834 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -2271949.000000 Penalty: 4854.523926
	Iteration 25Q: 3 clusters Score -2271949 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16877 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -2271976.250000 Penalty: 4854.523926
	Iteration 26Q: 3 clusters Score -2271976 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16910 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -2272002.250000 Penalty: 4854.523926
	Iteration 27Q: 3 clusters Score -2272002 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16933 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -2272015.000000 Penalty: 4854.523926
	Iteration 28Q: 3 clusters Score -2272015 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16952 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -2272029.250000 Penalty: 4854.523926
	Iteration 29Q: 3 clusters Score -2272029 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16969 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -2272039.500000 Penalty: 4854.523926
	Iteration 30Q: 3 clusters Score -2272040 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16989 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -2272050.250000 Penalty: 4854.523926
	Iteration 31Q: 3 clusters Score -2272050 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17002 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -2272063.500000 Penalty: 4854.523926
	Iteration 32Q: 3 clusters Score -2272064 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17017 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -2272073.000000 Penalty: 4854.523926
	Iteration 33Q: 3 clusters Score -2272073 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17027 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -2272078.250000 Penalty: 4854.523926
	Iteration 34Q: 3 clusters Score -2272078 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17041 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -2272092.000000 Penalty: 4854.523926
	Iteration 35Q: 3 clusters Score -2272092 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17053 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -2272097.750000 Penalty: 4854.523926
	Iteration 36Q: 3 clusters Score -2272098 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17062 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -2272106.250000 Penalty: 4854.523926
	Iteration 37Q: 3 clusters Score -2272106 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17071 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -2272110.750000 Penalty: 4854.523926
	Iteration 38Q: 3 clusters Score -2272111 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17074 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -2272113.500000 Penalty: 4854.523926
	Iteration 39Q: 3 clusters Score -2272114 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17076 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -2272114.250000 Penalty: 4854.523926
	Iteration 40F: 3 clusters Score -2272114 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Entering Unmasked Estep 
Score: -91629.078125 Penalty: 1603.603882
	Iteration 0F: 2 clusters Score -91629.08 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 321 members 
Entering Unmasked Estep 
Score: -90097.812500 Penalty: 3207.207764
	Iteration 0F: 3 clusters Score -90097.81 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -90781.898438 Penalty: 3207.207764
	Iteration 1F: 3 clusters Score -90781.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -91431.757812 Penalty: 3207.207764
	Iteration 2F: 3 clusters Score -91431.76 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -92255.484375 Penalty: 3207.207764
	Iteration 3F: 3 clusters Score -92255.48 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -93083.843750 Penalty: 3207.207764
	Iteration 4F: 3 clusters Score -93083.84 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -93781.906250 Penalty: 3207.207764
	Iteration 5Q: 3 clusters Score -93781.91 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -94029.695312 Penalty: 3207.207764
	Iteration 6Q: 3 clusters Score -94029.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -94148.515625 Penalty: 3207.207764
	Iteration 7Q: 3 clusters Score -94148.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -94167.085938 Penalty: 3207.207764
	Iteration 8Q: 3 clusters Score -94167.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -94180.414062 Penalty: 3207.207764
	Iteration 9Q: 3 clusters Score -94180.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -94191.898438 Penalty: 3207.207764
	Iteration 10Q: 3 clusters Score -94191.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -94198.984375 Penalty: 3207.207764
	Iteration 11Q: 3 clusters Score -94198.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -94207.750000 Penalty: 3207.207764
	Iteration 12Q: 3 clusters Score -94207.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -94215.007812 Penalty: 3207.207764
	Iteration 13Q: 3 clusters Score -94215.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -94217.445312 Penalty: 3207.207764
	Iteration 14F: 3 clusters Score -94217.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -94230.867188 Penalty: 3207.207764
	Iteration 15Q: 3 clusters Score -94230.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -94268.757812 Penalty: 3207.207764
	Iteration 16Q: 3 clusters Score -94268.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -94268.757812 Penalty: 3207.207764
	Iteration 17F: 3 clusters Score -94268.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 2526 members 
Mstep: Class 3 contains 4149 members 
Mstep: Class 4 contains 11957 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2537 members 
Mstep: Class 7 contains 376 members 
Mstep: Class 8 contains 7689 members 
Mstep: Class 9 contains 174610 members 
Mstep: Class 10 contains 8484 members 
Mstep: Class 11 contains 4250 members 
Mstep: Class 12 contains 23534 members 
Mstep: Class 13 contains 4007 members 
Mstep: Class 14 contains 6622 members 
Mstep: Class 15 contains 186214 members 
Mstep: Class 16 contains 219303 members 
Mstep: Class 17 contains 16050 members 
Mstep: Class 18 contains 28747 members 
Mstep: Class 19 contains 331 members 
Mstep: Class 20 contains 4183 members 
Mstep: Class 21 contains 22931 members 
Mstep: Class 22 contains 40117 members 
Mstep: Class 23 contains 4483 members 
Mstep: Class 24 contains 2335 members 
Mstep: Class 25 contains 38975 members 
Mstep: Class 26 contains 37429 members 
Mstep: Class 27 contains 6903 members 
Mstep: Class 28 contains 25996 members 
Mstep: Class 29 contains 7854 members 
Mstep: Class 30 contains 24855 members 
Mstep: Class 31 contains 5821 members 
Mstep: Class 32 contains 17807 members 
Mstep: Class 33 contains 421 members 
Mstep: Class 34 contains 11657 members 
Mstep: Class 35 contains 62420 members 
Mstep: Class 36 contains 26374 members 
Mstep: Class 37 contains 7322 members 
Mstep: Class 38 contains 525 members 
Mstep: Class 39 contains 3581 members 
Mstep: Class 40 contains 2929 members 
Mstep: Class 41 contains 17047 members 
Mstep: Class 42 contains 10819 members 
Mstep: Class 43 contains 492 members 
Mstep: Class 44 contains 2847 members 
Mstep: Class 45 contains 541 members 
Mstep: Class 46 contains 10492 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27559 members 
Mstep: Class 49 contains 7567 members 
Mstep: Class 50 contains 315 members 
Mstep: Class 51 contains 27243 members 
Mstep: Class 52 contains 266 members 
Mstep: Class 53 contains 974 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 584 members 
Mstep: Class 56 contains 1111 members 
Mstep: Class 57 contains 814 members 
Mstep: Class 58 contains 389 members 
Mstep: Class 59 contains 3263 members 
Mstep: Class 60 contains 679 members 
Mstep: Class 61 contains 306 members 
Mstep: Class 62 contains 340 members 
Mstep: Class 63 contains 2463 members 
Mstep: Class 64 contains 886 members 
Mstep: Class 65 contains 553 members 
Mstep: Class 66 contains 674 members 
Mstep: Class 67 contains 1501 members 
Mstep: Class 68 contains 222 members 
Entering Unmasked Estep 
Score: -147530000.000000 Penalty: 235893.484375
Splitting cluster 33 changes total score from -147525808.000000 to -147530000.000000
So it's getting split into cluster 68.
Entering ConstructFrom: 
Trying to split cluster 34 (11657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11657 members 
Entering Unmasked Estep 
Score: -1468367.625000 Penalty: 2322.188232
	Iteration 0F: 2 clusters Score -1468368 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -1459567.750000 Penalty: 4644.376465
	Iteration 0F: 3 clusters Score -1459568 nChanged 4951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -1462271.625000 Penalty: 4644.376465
	Iteration 1F: 3 clusters Score -1462272 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -1462631.250000 Penalty: 4644.376465
	Iteration 2F: 3 clusters Score -1462631 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -1462948.250000 Penalty: 4644.376465
	Iteration 3F: 3 clusters Score -1462948 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -1463218.125000 Penalty: 4644.376465
	Iteration 4Q: 3 clusters Score -1463218 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -1463539.500000 Penalty: 4644.376465
	Iteration 5Q: 3 clusters Score -1463540 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -1463893.625000 Penalty: 4644.376465
	Iteration 6Q: 3 clusters Score -1463894 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -1464240.750000 Penalty: 4644.376465
	Iteration 7Q: 3 clusters Score -1464241 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -1464570.875000 Penalty: 4644.376465
	Iteration 8Q: 3 clusters Score -1464571 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -1464857.250000 Penalty: 4644.376465
	Iteration 9Q: 3 clusters Score -1464857 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9537 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -1465078.500000 Penalty: 4644.376465
	Iteration 10Q: 3 clusters Score -1465078 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -1465255.250000 Penalty: 4644.376465
	Iteration 11Q: 3 clusters Score -1465255 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -1465425.500000 Penalty: 4644.376465
	Iteration 12Q: 3 clusters Score -1465426 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10283 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -1465579.500000 Penalty: 4644.376465
	Iteration 13Q: 3 clusters Score -1465580 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10463 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -1465707.500000 Penalty: 4644.376465
	Iteration 14Q: 3 clusters Score -1465708 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10602 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -1465814.000000 Penalty: 4644.376465
	Iteration 15Q: 3 clusters Score -1465814 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -1465916.000000 Penalty: 4644.376465
	Iteration 16Q: 3 clusters Score -1465916 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -1465993.250000 Penalty: 4644.376465
	Iteration 17Q: 3 clusters Score -1465993 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10914 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -1466067.875000 Penalty: 4644.376465
	Iteration 18Q: 3 clusters Score -1466068 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10975 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -1466129.375000 Penalty: 4644.376465
	Iteration 19Q: 3 clusters Score -1466129 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11022 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -1466177.625000 Penalty: 4644.376465
	Iteration 20F: 3 clusters Score -1466178 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11046 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -1466215.500000 Penalty: 4644.376465
	Iteration 21Q: 3 clusters Score -1466216 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11070 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -1466243.750000 Penalty: 4644.376465
	Iteration 22Q: 3 clusters Score -1466244 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11096 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1466272.125000 Penalty: 4644.376465
	Iteration 23Q: 3 clusters Score -1466272 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11114 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1466289.375000 Penalty: 4644.376465
	Iteration 24Q: 3 clusters Score -1466289 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11130 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -1466311.375000 Penalty: 4644.376465
	Iteration 25Q: 3 clusters Score -1466311 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11140 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -1466323.500000 Penalty: 4644.376465
	Iteration 26Q: 3 clusters Score -1466324 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11147 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1466334.500000 Penalty: 4644.376465
	Iteration 27Q: 3 clusters Score -1466334 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11151 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -1466335.250000 Penalty: 4644.376465
	Iteration 28Q: 3 clusters Score -1466335 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11157 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -1466341.750000 Penalty: 4644.376465
	Iteration 29Q: 3 clusters Score -1466342 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11161 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -1466348.875000 Penalty: 4644.376465
	Iteration 30Q: 3 clusters Score -1466349 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11166 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -1466352.500000 Penalty: 4644.376465
	Iteration 31Q: 3 clusters Score -1466352 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11175 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1466358.125000 Penalty: 4644.376465
	Iteration 32Q: 3 clusters Score -1466358 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11179 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -1466360.250000 Penalty: 4644.376465
	Iteration 33Q: 3 clusters Score -1466360 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11182 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1466365.625000 Penalty: 4644.376465
	Iteration 34Q: 3 clusters Score -1466366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11183 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -1466365.000000 Penalty: 4644.376465
	Iteration 35Q: 3 clusters Score -1466365 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11184 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -1466364.750000 Penalty: 4644.376465
	Iteration 36Q: 3 clusters Score -1466365 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11184 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -1466367.375000 Penalty: 4644.376465
	Iteration 37Q: 3 clusters Score -1466367 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11185 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -1466367.625000 Penalty: 4644.376465
	Iteration 38Q: 3 clusters Score -1466368 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11187 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -1466372.375000 Penalty: 4644.376465
	Iteration 39Q: 3 clusters Score -1466372 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11189 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -1466377.625000 Penalty: 4644.376465
	Iteration 40F: 3 clusters Score -1466378 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11194 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1466382.000000 Penalty: 4644.376465
	Iteration 41Q: 3 clusters Score -1466382 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11200 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -1466385.375000 Penalty: 4644.376465
	Iteration 42Q: 3 clusters Score -1466385 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11203 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -1466387.750000 Penalty: 4644.376465
	Iteration 43Q: 3 clusters Score -1466388 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11207 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1466391.375000 Penalty: 4644.376465
	Iteration 44Q: 3 clusters Score -1466391 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11207 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1466394.750000 Penalty: 4644.376465
	Iteration 45Q: 3 clusters Score -1466395 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11206 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -1466395.125000 Penalty: 4644.376465
	Iteration 46Q: 3 clusters Score -1466395 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11207 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1466397.750000 Penalty: 4644.376465
	Iteration 47Q: 3 clusters Score -1466398 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11208 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -1466398.125000 Penalty: 4644.376465
	Iteration 48Q: 3 clusters Score -1466398 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11209 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -1466400.875000 Penalty: 4644.376465
	Iteration 49Q: 3 clusters Score -1466401 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11210 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -1466401.000000 Penalty: 4644.376465
	Iteration 50Q: 3 clusters Score -1466401 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11211 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1466402.125000 Penalty: 4644.376465
	Iteration 51Q: 3 clusters Score -1466402 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11211 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1466402.125000 Penalty: 4644.376465
	Iteration 52F: 3 clusters Score -1466402 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (62420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62420 members 
Entering Unmasked Estep 
Score: -7935480.000000 Penalty: 2738.327148
	Iteration 0F: 2 clusters Score -7935480 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31229 members 
Mstep: Class 2 contains 31191 members 
Entering Unmasked Estep 
Score: -7893464.000000 Penalty: 5476.654297
	Iteration 0F: 3 clusters Score -7893464 nChanged 29095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31284 members 
Mstep: Class 2 contains 31136 members 
Entering Unmasked Estep 
Score: -7909776.000000 Penalty: 5476.654297
	Iteration 1F: 3 clusters Score -7909776 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31330 members 
Mstep: Class 2 contains 31090 members 
Entering Unmasked Estep 
Score: -7910246.500000 Penalty: 5476.654297
	Iteration 2Q: 3 clusters Score -7910246 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31447 members 
Mstep: Class 2 contains 30973 members 
Entering Unmasked Estep 
Score: -7910746.000000 Penalty: 5476.654297
	Iteration 3Q: 3 clusters Score -7910746 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31640 members 
Mstep: Class 2 contains 30780 members 
Entering Unmasked Estep 
Score: -7911317.000000 Penalty: 5476.654297
	Iteration 4Q: 3 clusters Score -7911317 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31919 members 
Mstep: Class 2 contains 30501 members 
Entering Unmasked Estep 
Score: -7911902.500000 Penalty: 5476.654297
	Iteration 5Q: 3 clusters Score -7911902 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32398 members 
Mstep: Class 2 contains 30022 members 
Entering Unmasked Estep 
Score: -7912544.000000 Penalty: 5476.654297
	Iteration 6Q: 3 clusters Score -7912544 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33079 members 
Mstep: Class 2 contains 29341 members 
Entering Unmasked Estep 
Score: -7913286.500000 Penalty: 5476.654297
	Iteration 7Q: 3 clusters Score -7913286 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34096 members 
Mstep: Class 2 contains 28324 members 
Entering Unmasked Estep 
Score: -7914100.000000 Penalty: 5476.654297
	Iteration 8Q: 3 clusters Score -7914100 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35471 members 
Mstep: Class 2 contains 26949 members 
Entering Unmasked Estep 
Score: -7915159.000000 Penalty: 5476.654297
	Iteration 9Q: 3 clusters Score -7915159 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37297 members 
Mstep: Class 2 contains 25123 members 
Entering Unmasked Estep 
Score: -7916486.000000 Penalty: 5476.654297
	Iteration 10Q: 3 clusters Score -7916486 nChanged 2959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39564 members 
Mstep: Class 2 contains 22856 members 
Entering Unmasked Estep 
Score: -7918177.500000 Penalty: 5476.654297
	Iteration 11Q: 3 clusters Score -7918178 nChanged 3157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42221 members 
Mstep: Class 2 contains 20199 members 
Entering Unmasked Estep 
Score: -7920148.000000 Penalty: 5476.654297
	Iteration 12F: 3 clusters Score -7920148 nChanged 3311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45102 members 
Mstep: Class 2 contains 17318 members 
Entering Unmasked Estep 
Score: -7922352.500000 Penalty: 5476.654297
	Iteration 13F: 3 clusters Score -7922352 nChanged 3141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47901 members 
Mstep: Class 2 contains 14519 members 
Entering Unmasked Estep 
Score: -7924528.000000 Penalty: 5476.654297
	Iteration 14F: 3 clusters Score -7924528 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50464 members 
Mstep: Class 2 contains 11956 members 
Entering Unmasked Estep 
Score: -7926522.000000 Penalty: 5476.654297
	Iteration 15Q: 3 clusters Score -7926522 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52666 members 
Mstep: Class 2 contains 9754 members 
Entering Unmasked Estep 
Score: -7928153.000000 Penalty: 5476.654297
	Iteration 16Q: 3 clusters Score -7928153 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54442 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -7929402.500000 Penalty: 5476.654297
	Iteration 17Q: 3 clusters Score -7929402 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55935 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -7930444.500000 Penalty: 5476.654297
	Iteration 18Q: 3 clusters Score -7930444 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57151 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -7931285.000000 Penalty: 5476.654297
	Iteration 19Q: 3 clusters Score -7931285 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58155 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -7931961.500000 Penalty: 5476.654297
	Iteration 20F: 3 clusters Score -7931962 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58924 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -7932540.000000 Penalty: 5476.654297
	Iteration 21Q: 3 clusters Score -7932540 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59477 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -7933034.500000 Penalty: 5476.654297
	Iteration 22Q: 3 clusters Score -7933034 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59852 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -7933444.000000 Penalty: 5476.654297
	Iteration 23Q: 3 clusters Score -7933444 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60118 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -7933766.000000 Penalty: 5476.654297
	Iteration 24Q: 3 clusters Score -7933766 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60279 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -7933919.500000 Penalty: 5476.654297
	Iteration 25Q: 3 clusters Score -7933920 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60392 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -7933988.500000 Penalty: 5476.654297
	Iteration 26Q: 3 clusters Score -7933988 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60469 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -7934047.000000 Penalty: 5476.654297
	Iteration 27Q: 3 clusters Score -7934047 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60521 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -7934087.000000 Penalty: 5476.654297
	Iteration 28Q: 3 clusters Score -7934087 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60565 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -7934117.500000 Penalty: 5476.654297
	Iteration 29Q: 3 clusters Score -7934118 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60597 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -7934142.500000 Penalty: 5476.654297
	Iteration 30Q: 3 clusters Score -7934142 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60611 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -7934140.000000 Penalty: 5476.654297
	Iteration 31Q: 3 clusters Score -7934140 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60625 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -7934155.500000 Penalty: 5476.654297
	Iteration 32Q: 3 clusters Score -7934156 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60639 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -7934162.000000 Penalty: 5476.654297
	Iteration 33Q: 3 clusters Score -7934162 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60644 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -7934171.500000 Penalty: 5476.654297
	Iteration 34Q: 3 clusters Score -7934172 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60647 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -7934184.000000 Penalty: 5476.654297
	Iteration 35Q: 3 clusters Score -7934184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60650 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -7934177.000000 Penalty: 5476.654297
	Iteration 36Q: 3 clusters Score -7934177 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60653 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -7934179.500000 Penalty: 5476.654297
	Iteration 37Q: 3 clusters Score -7934180 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60654 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -7934178.000000 Penalty: 5476.654297
	Iteration 38Q: 3 clusters Score -7934178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60656 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -7934174.000000 Penalty: 5476.654297
	Iteration 39Q: 3 clusters Score -7934174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60658 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -7934166.500000 Penalty: 5476.654297
	Iteration 40F: 3 clusters Score -7934166 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (26374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26374 members 
Entering Unmasked Estep 
Score: -3322350.750000 Penalty: 2524.673096
	Iteration 0F: 2 clusters Score -3322351 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13168 members 
Mstep: Class 2 contains 13206 members 
Entering Unmasked Estep 
Score: -3303998.000000 Penalty: 5049.346191
	Iteration 0F: 3 clusters Score -3303998 nChanged 11939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13025 members 
Mstep: Class 2 contains 13349 members 
Entering Unmasked Estep 
Score: -3310511.750000 Penalty: 5049.346191
	Iteration 1F: 3 clusters Score -3310512 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12951 members 
Mstep: Class 2 contains 13423 members 
Entering Unmasked Estep 
Score: -3310922.250000 Penalty: 5049.346191
	Iteration 2Q: 3 clusters Score -3310922 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12840 members 
Mstep: Class 2 contains 13534 members 
Entering Unmasked Estep 
Score: -3311248.750000 Penalty: 5049.346191
	Iteration 3Q: 3 clusters Score -3311249 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12660 members 
Mstep: Class 2 contains 13714 members 
Entering Unmasked Estep 
Score: -3311552.750000 Penalty: 5049.346191
	Iteration 4Q: 3 clusters Score -3311553 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12467 members 
Mstep: Class 2 contains 13907 members 
Entering Unmasked Estep 
Score: -3311833.750000 Penalty: 5049.346191
	Iteration 5Q: 3 clusters Score -3311834 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12211 members 
Mstep: Class 2 contains 14163 members 
Entering Unmasked Estep 
Score: -3312115.750000 Penalty: 5049.346191
	Iteration 6Q: 3 clusters Score -3312116 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11864 members 
Mstep: Class 2 contains 14510 members 
Entering Unmasked Estep 
Score: -3312437.500000 Penalty: 5049.346191
	Iteration 7Q: 3 clusters Score -3312438 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11458 members 
Mstep: Class 2 contains 14916 members 
Entering Unmasked Estep 
Score: -3312809.750000 Penalty: 5049.346191
	Iteration 8Q: 3 clusters Score -3312810 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10939 members 
Mstep: Class 2 contains 15435 members 
Entering Unmasked Estep 
Score: -3313243.750000 Penalty: 5049.346191
	Iteration 9Q: 3 clusters Score -3313244 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 16053 members 
Entering Unmasked Estep 
Score: -3313701.250000 Penalty: 5049.346191
	Iteration 10Q: 3 clusters Score -3313701 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 16785 members 
Entering Unmasked Estep 
Score: -3314218.000000 Penalty: 5049.346191
	Iteration 11Q: 3 clusters Score -3314218 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 17647 members 
Entering Unmasked Estep 
Score: -3314732.750000 Penalty: 5049.346191
	Iteration 12Q: 3 clusters Score -3314733 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 18593 members 
Entering Unmasked Estep 
Score: -3315311.750000 Penalty: 5049.346191
	Iteration 13Q: 3 clusters Score -3315312 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 19619 members 
Entering Unmasked Estep 
Score: -3315908.500000 Penalty: 5049.346191
	Iteration 14Q: 3 clusters Score -3315908 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 20722 members 
Entering Unmasked Estep 
Score: -3316568.750000 Penalty: 5049.346191
	Iteration 15Q: 3 clusters Score -3316569 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 21821 members 
Entering Unmasked Estep 
Score: -3317263.500000 Penalty: 5049.346191
	Iteration 16Q: 3 clusters Score -3317264 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 22834 members 
Entering Unmasked Estep 
Score: -3317946.750000 Penalty: 5049.346191
	Iteration 17Q: 3 clusters Score -3317947 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 23750 members 
Entering Unmasked Estep 
Score: -3318592.000000 Penalty: 5049.346191
	Iteration 18Q: 3 clusters Score -3318592 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 24445 members 
Entering Unmasked Estep 
Score: -3319079.500000 Penalty: 5049.346191
	Iteration 19Q: 3 clusters Score -3319080 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 24953 members 
Entering Unmasked Estep 
Score: -3319429.000000 Penalty: 5049.346191
	Iteration 20F: 3 clusters Score -3319429 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 25281 members 
Entering Unmasked Estep 
Score: -3319678.250000 Penalty: 5049.346191
	Iteration 21Q: 3 clusters Score -3319678 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 25503 members 
Entering Unmasked Estep 
Score: -3319848.000000 Penalty: 5049.346191
	Iteration 22Q: 3 clusters Score -3319848 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 25643 members 
Entering Unmasked Estep 
Score: -3319953.000000 Penalty: 5049.346191
	Iteration 23Q: 3 clusters Score -3319953 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 25724 members 
Entering Unmasked Estep 
Score: -3320011.750000 Penalty: 5049.346191
	Iteration 24Q: 3 clusters Score -3320012 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 25773 members 
Entering Unmasked Estep 
Score: -3320051.000000 Penalty: 5049.346191
	Iteration 25Q: 3 clusters Score -3320051 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 25814 members 
Entering Unmasked Estep 
Score: -3320079.500000 Penalty: 5049.346191
	Iteration 26Q: 3 clusters Score -3320080 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 25841 members 
Entering Unmasked Estep 
Score: -3320108.000000 Penalty: 5049.346191
	Iteration 27Q: 3 clusters Score -3320108 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 25859 members 
Entering Unmasked Estep 
Score: -3320117.000000 Penalty: 5049.346191
	Iteration 28Q: 3 clusters Score -3320117 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 25875 members 
Entering Unmasked Estep 
Score: -3320127.250000 Penalty: 5049.346191
	Iteration 29Q: 3 clusters Score -3320127 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 25888 members 
Entering Unmasked Estep 
Score: -3320143.000000 Penalty: 5049.346191
	Iteration 30Q: 3 clusters Score -3320143 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 25895 members 
Entering Unmasked Estep 
Score: -3320145.500000 Penalty: 5049.346191
	Iteration 31Q: 3 clusters Score -3320146 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 25897 members 
Entering Unmasked Estep 
Score: -3320147.250000 Penalty: 5049.346191
	Iteration 32Q: 3 clusters Score -3320147 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 25898 members 
Entering Unmasked Estep 
Score: -3320151.000000 Penalty: 5049.346191
	Iteration 33Q: 3 clusters Score -3320151 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 25900 members 
Entering Unmasked Estep 
Score: -3320154.500000 Penalty: 5049.346191
	Iteration 34Q: 3 clusters Score -3320154 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 25903 members 
Entering Unmasked Estep 
Score: -3320155.500000 Penalty: 5049.346191
	Iteration 35Q: 3 clusters Score -3320156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 25906 members 
Entering Unmasked Estep 
Score: -3320152.000000 Penalty: 5049.346191
	Iteration 36Q: 3 clusters Score -3320152 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 25909 members 
Entering Unmasked Estep 
Score: -3320154.500000 Penalty: 5049.346191
	Iteration 37Q: 3 clusters Score -3320154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 25910 members 
Entering Unmasked Estep 
Score: -3320155.250000 Penalty: 5049.346191
	Iteration 38Q: 3 clusters Score -3320155 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 25911 members 
Entering Unmasked Estep 
Score: -3320155.000000 Penalty: 5049.346191
	Iteration 39Q: 3 clusters Score -3320155 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 25912 members 
Entering Unmasked Estep 
Score: -3320159.000000 Penalty: 5049.346191
	Iteration 40F: 3 clusters Score -3320159 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 25913 members 
Entering Unmasked Estep 
Score: -3320158.750000 Penalty: 5049.346191
	Iteration 41Q: 3 clusters Score -3320159 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 25914 members 
Entering Unmasked Estep 
Score: -3320154.750000 Penalty: 5049.346191
	Iteration 42Q: 3 clusters Score -3320155 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 25915 members 
Entering Unmasked Estep 
Score: -3320158.750000 Penalty: 5049.346191
	Iteration 43Q: 3 clusters Score -3320159 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 25916 members 
Entering Unmasked Estep 
Score: -3320158.250000 Penalty: 5049.346191
	Iteration 44Q: 3 clusters Score -3320158 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 25916 members 
Entering Unmasked Estep 
Score: -3320158.250000 Penalty: 5049.346191
	Iteration 45F: 3 clusters Score -3320158 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (7322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Entering Unmasked Estep 
Score: -915414.687500 Penalty: 2206.862305
	Iteration 0F: 2 clusters Score -915414.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -909512.125000 Penalty: 4413.724609
	Iteration 0F: 3 clusters Score -909512.1 nChanged 2905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -911095.312500 Penalty: 4413.724609
	Iteration 1F: 3 clusters Score -911095.3 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -911324.062500 Penalty: 4413.724609
	Iteration 2F: 3 clusters Score -911324.1 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -911463.187500 Penalty: 4413.724609
	Iteration 3Q: 3 clusters Score -911463.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -911570.437500 Penalty: 4413.724609
	Iteration 4Q: 3 clusters Score -911570.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -911665.062500 Penalty: 4413.724609
	Iteration 5Q: 3 clusters Score -911665.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -911754.687500 Penalty: 4413.724609
	Iteration 6Q: 3 clusters Score -911754.7 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -911835.437500 Penalty: 4413.724609
	Iteration 7Q: 3 clusters Score -911835.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -911905.812500 Penalty: 4413.724609
	Iteration 8Q: 3 clusters Score -911905.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -911983.687500 Penalty: 4413.724609
	Iteration 9Q: 3 clusters Score -911983.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -912078.687500 Penalty: 4413.724609
	Iteration 10Q: 3 clusters Score -912078.7 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -912173.312500 Penalty: 4413.724609
	Iteration 11Q: 3 clusters Score -912173.3 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -912272.562500 Penalty: 4413.724609
	Iteration 12Q: 3 clusters Score -912272.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -912355.062500 Penalty: 4413.724609
	Iteration 13Q: 3 clusters Score -912355.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -912435.375000 Penalty: 4413.724609
	Iteration 14Q: 3 clusters Score -912435.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -912508.437500 Penalty: 4413.724609
	Iteration 15Q: 3 clusters Score -912508.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -912580.437500 Penalty: 4413.724609
	Iteration 16Q: 3 clusters Score -912580.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -912651.750000 Penalty: 4413.724609
	Iteration 17Q: 3 clusters Score -912651.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -912731.125000 Penalty: 4413.724609
	Iteration 18Q: 3 clusters Score -912731.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -912817.937500 Penalty: 4413.724609
	Iteration 19Q: 3 clusters Score -912817.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -912912.937500 Penalty: 4413.724609
	Iteration 20F: 3 clusters Score -912912.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -913014.812500 Penalty: 4413.724609
	Iteration 21Q: 3 clusters Score -913014.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -913131.125000 Penalty: 4413.724609
	Iteration 22Q: 3 clusters Score -913131.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -913262.562500 Penalty: 4413.724609
	Iteration 23Q: 3 clusters Score -913262.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -913393.062500 Penalty: 4413.724609
	Iteration 24Q: 3 clusters Score -913393.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -913515.062500 Penalty: 4413.724609
	Iteration 25Q: 3 clusters Score -913515.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -913623.687500 Penalty: 4413.724609
	Iteration 26Q: 3 clusters Score -913623.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -913716.687500 Penalty: 4413.724609
	Iteration 27Q: 3 clusters Score -913716.7 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -913827.687500 Penalty: 4413.724609
	Iteration 28Q: 3 clusters Score -913827.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -913936.375000 Penalty: 4413.724609
	Iteration 29Q: 3 clusters Score -913936.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -914076.000000 Penalty: 4413.724609
	Iteration 30Q: 3 clusters Score -914076 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -914266.812500 Penalty: 4413.724609
	Iteration 31Q: 3 clusters Score -914266.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -914524.625000 Penalty: 4413.724609
	Iteration 32Q: 3 clusters Score -914524.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -914811.875000 Penalty: 4413.724609
	Iteration 33Q: 3 clusters Score -914811.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -915021.937500 Penalty: 4413.724609
	Iteration 34Q: 3 clusters Score -915021.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -915121.062500 Penalty: 4413.724609
	Iteration 35Q: 3 clusters Score -915121.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -915158.500000 Penalty: 4413.724609
	Iteration 36Q: 3 clusters Score -915158.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -915173.937500 Penalty: 4413.724609
	Iteration 37Q: 3 clusters Score -915173.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -915188.125000 Penalty: 4413.724609
	Iteration 38Q: 3 clusters Score -915188.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -915193.437500 Penalty: 4413.724609
	Iteration 39Q: 3 clusters Score -915193.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -915198.562500 Penalty: 4413.724609
	Iteration 40F: 3 clusters Score -915198.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -915200.500000 Penalty: 4413.724609
	Iteration 41Q: 3 clusters Score -915200.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -915199.875000 Penalty: 4413.724609
	Iteration 42Q: 3 clusters Score -915199.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -915199.875000 Penalty: 4413.724609
	Iteration 43F: 3 clusters Score -915199.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (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: -68970.843750 Penalty: 1553.322754
	Iteration 0F: 2 clusters Score -68970.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -67545.625000 Penalty: 3106.645508
	Iteration 0F: 3 clusters Score -67545.62 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -68257.429688 Penalty: 3106.645508
	Iteration 1F: 3 clusters Score -68257.43 nChanged 64
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: -68714.460938 Penalty: 3106.645508
	Iteration 2F: 3 clusters Score -68714.46 nChanged 38
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: -69061.882812 Penalty: 3106.645508
	Iteration 3F: 3 clusters Score -69061.88 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -69220.359375 Penalty: 3106.645508
	Iteration 4Q: 3 clusters Score -69220.36 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -69308.609375 Penalty: 3106.645508
	Iteration 5Q: 3 clusters Score -69308.61 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -69421.546875 Penalty: 3106.645508
	Iteration 6Q: 3 clusters Score -69421.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -69572.085938 Penalty: 3106.645508
	Iteration 7Q: 3 clusters Score -69572.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -69628.078125 Penalty: 3106.645508
	Iteration 8Q: 3 clusters Score -69628.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -69630.593750 Penalty: 3106.645508
	Iteration 9Q: 3 clusters Score -69630.59 nChanged 1
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: -69632.164062 Penalty: 3106.645508
	Iteration 10Q: 3 clusters Score -69632.16 nChanged 0
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: -69632.164062 Penalty: 3106.645508
	Iteration 11F: 3 clusters Score -69632.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 2526 members 
Mstep: Class 3 contains 4149 members 
Mstep: Class 4 contains 11957 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2537 members 
Mstep: Class 7 contains 376 members 
Mstep: Class 8 contains 7689 members 
Mstep: Class 9 contains 174610 members 
Mstep: Class 10 contains 8484 members 
Mstep: Class 11 contains 4250 members 
Mstep: Class 12 contains 23534 members 
Mstep: Class 13 contains 4007 members 
Mstep: Class 14 contains 6622 members 
Mstep: Class 15 contains 186214 members 
Mstep: Class 16 contains 219303 members 
Mstep: Class 17 contains 16050 members 
Mstep: Class 18 contains 28747 members 
Mstep: Class 19 contains 331 members 
Mstep: Class 20 contains 4183 members 
Mstep: Class 21 contains 22931 members 
Mstep: Class 22 contains 40117 members 
Mstep: Class 23 contains 4483 members 
Mstep: Class 24 contains 2335 members 
Mstep: Class 25 contains 38975 members 
Mstep: Class 26 contains 37429 members 
Mstep: Class 27 contains 6903 members 
Mstep: Class 28 contains 25996 members 
Mstep: Class 29 contains 7854 members 
Mstep: Class 30 contains 24855 members 
Mstep: Class 31 contains 5821 members 
Mstep: Class 32 contains 17807 members 
Mstep: Class 33 contains 421 members 
Mstep: Class 34 contains 11657 members 
Mstep: Class 35 contains 62420 members 
Mstep: Class 36 contains 26374 members 
Mstep: Class 37 contains 7322 members 
Mstep: Class 38 contains 250 members 
Mstep: Class 39 contains 3581 members 
Mstep: Class 40 contains 2929 members 
Mstep: Class 41 contains 17047 members 
Mstep: Class 42 contains 10819 members 
Mstep: Class 43 contains 492 members 
Mstep: Class 44 contains 2847 members 
Mstep: Class 45 contains 541 members 
Mstep: Class 46 contains 10492 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27559 members 
Mstep: Class 49 contains 7567 members 
Mstep: Class 50 contains 315 members 
Mstep: Class 51 contains 27243 members 
Mstep: Class 52 contains 266 members 
Mstep: Class 53 contains 974 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 584 members 
Mstep: Class 56 contains 1111 members 
Mstep: Class 57 contains 814 members 
Mstep: Class 58 contains 389 members 
Mstep: Class 59 contains 3263 members 
Mstep: Class 60 contains 679 members 
Mstep: Class 61 contains 306 members 
Mstep: Class 62 contains 340 members 
Mstep: Class 63 contains 2463 members 
Mstep: Class 64 contains 886 members 
Mstep: Class 65 contains 553 members 
Mstep: Class 66 contains 674 members 
Mstep: Class 67 contains 1501 members 
Mstep: Class 68 contains 222 members 
Mstep: Class 69 contains 275 members 
Entering Unmasked Estep 
Score: -147528784.000000 Penalty: 239362.500000
Splitting cluster 38 changes total score from -147525808.000000 to -147528784.000000
So it's getting split into cluster 69.
Entering ConstructFrom: 
Trying to split cluster 39 (3581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Entering Unmasked Estep 
Score: -446043.406250 Penalty: 2029.482544
	Iteration 0F: 2 clusters Score -446043.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -442424.375000 Penalty: 4058.965088
	Iteration 0F: 3 clusters Score -442424.4 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -443206.843750 Penalty: 4058.965088
	Iteration 1F: 3 clusters Score -443206.8 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -443399.718750 Penalty: 4058.965088
	Iteration 2F: 3 clusters Score -443399.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -443523.593750 Penalty: 4058.965088
	Iteration 3Q: 3 clusters Score -443523.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -443615.781250 Penalty: 4058.965088
	Iteration 4Q: 3 clusters Score -443615.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -443684.812500 Penalty: 4058.965088
	Iteration 5Q: 3 clusters Score -443684.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -443758.531250 Penalty: 4058.965088
	Iteration 6Q: 3 clusters Score -443758.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -443839.375000 Penalty: 4058.965088
	Iteration 7Q: 3 clusters Score -443839.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -443892.125000 Penalty: 4058.965088
	Iteration 8Q: 3 clusters Score -443892.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -443925.750000 Penalty: 4058.965088
	Iteration 9Q: 3 clusters Score -443925.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -443947.343750 Penalty: 4058.965088
	Iteration 10Q: 3 clusters Score -443947.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -443970.406250 Penalty: 4058.965088
	Iteration 11Q: 3 clusters Score -443970.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -443992.625000 Penalty: 4058.965088
	Iteration 12Q: 3 clusters Score -443992.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -444007.125000 Penalty: 4058.965088
	Iteration 13Q: 3 clusters Score -444007.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -444024.218750 Penalty: 4058.965088
	Iteration 14Q: 3 clusters Score -444024.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -444048.125000 Penalty: 4058.965088
	Iteration 15Q: 3 clusters Score -444048.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -444068.312500 Penalty: 4058.965088
	Iteration 16Q: 3 clusters Score -444068.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -444087.656250 Penalty: 4058.965088
	Iteration 17Q: 3 clusters Score -444087.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -444112.781250 Penalty: 4058.965088
	Iteration 18Q: 3 clusters Score -444112.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -444137.437500 Penalty: 4058.965088
	Iteration 19Q: 3 clusters Score -444137.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -444161.281250 Penalty: 4058.965088
	Iteration 20F: 3 clusters Score -444161.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -444181.968750 Penalty: 4058.965088
	Iteration 21Q: 3 clusters Score -444182 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -444193.968750 Penalty: 4058.965088
	Iteration 22Q: 3 clusters Score -444194 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -444199.781250 Penalty: 4058.965088
	Iteration 23Q: 3 clusters Score -444199.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -444204.343750 Penalty: 4058.965088
	Iteration 24Q: 3 clusters Score -444204.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -444208.687500 Penalty: 4058.965088
	Iteration 25Q: 3 clusters Score -444208.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -444213.125000 Penalty: 4058.965088
	Iteration 26Q: 3 clusters Score -444213.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -444214.781250 Penalty: 4058.965088
	Iteration 27Q: 3 clusters Score -444214.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -444215.843750 Penalty: 4058.965088
	Iteration 28Q: 3 clusters Score -444215.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -444218.375000 Penalty: 4058.965088
	Iteration 29Q: 3 clusters Score -444218.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -444219.156250 Penalty: 4058.965088
	Iteration 30Q: 3 clusters Score -444219.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -444220.281250 Penalty: 4058.965088
	Iteration 31Q: 3 clusters Score -444220.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -444222.312500 Penalty: 4058.965088
	Iteration 32Q: 3 clusters Score -444222.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -444224.406250 Penalty: 4058.965088
	Iteration 33Q: 3 clusters Score -444224.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -444224.625000 Penalty: 4058.965088
	Iteration 34Q: 3 clusters Score -444224.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -444225.375000 Penalty: 4058.965088
	Iteration 35Q: 3 clusters Score -444225.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -444226.406250 Penalty: 4058.965088
	Iteration 36Q: 3 clusters Score -444226.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -444226.343750 Penalty: 4058.965088
	Iteration 37Q: 3 clusters Score -444226.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -444227.718750 Penalty: 4058.965088
	Iteration 38Q: 3 clusters Score -444227.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -444228.968750 Penalty: 4058.965088
	Iteration 39Q: 3 clusters Score -444229 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -444229.468750 Penalty: 4058.965088
	Iteration 40F: 3 clusters Score -444229.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (2929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Entering Unmasked Estep 
Score: -357939.906250 Penalty: 1979.639160
	Iteration 0F: 2 clusters Score -357939.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -354727.343750 Penalty: 3959.278320
	Iteration 0F: 3 clusters Score -354727.3 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -355403.843750 Penalty: 3959.278320
	Iteration 1F: 3 clusters Score -355403.8 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -355619.875000 Penalty: 3959.278320
	Iteration 2F: 3 clusters Score -355619.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -355797.093750 Penalty: 3959.278320
	Iteration 3F: 3 clusters Score -355797.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -355925.000000 Penalty: 3959.278320
	Iteration 4Q: 3 clusters Score -355925 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -356043.687500 Penalty: 3959.278320
	Iteration 5Q: 3 clusters Score -356043.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -356136.375000 Penalty: 3959.278320
	Iteration 6Q: 3 clusters Score -356136.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -356211.718750 Penalty: 3959.278320
	Iteration 7Q: 3 clusters Score -356211.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -356280.093750 Penalty: 3959.278320
	Iteration 8Q: 3 clusters Score -356280.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -356342.000000 Penalty: 3959.278320
	Iteration 9Q: 3 clusters Score -356342 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -356394.031250 Penalty: 3959.278320
	Iteration 10Q: 3 clusters Score -356394 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -356436.406250 Penalty: 3959.278320
	Iteration 11Q: 3 clusters Score -356436.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -356467.718750 Penalty: 3959.278320
	Iteration 12Q: 3 clusters Score -356467.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -356497.468750 Penalty: 3959.278320
	Iteration 13Q: 3 clusters Score -356497.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -356526.031250 Penalty: 3959.278320
	Iteration 14Q: 3 clusters Score -356526 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -356559.343750 Penalty: 3959.278320
	Iteration 15Q: 3 clusters Score -356559.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -356592.906250 Penalty: 3959.278320
	Iteration 16Q: 3 clusters Score -356592.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -356616.625000 Penalty: 3959.278320
	Iteration 17Q: 3 clusters Score -356616.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -356633.218750 Penalty: 3959.278320
	Iteration 18Q: 3 clusters Score -356633.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -356644.750000 Penalty: 3959.278320
	Iteration 19Q: 3 clusters Score -356644.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -356654.718750 Penalty: 3959.278320
	Iteration 20F: 3 clusters Score -356654.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -356665.125000 Penalty: 3959.278320
	Iteration 21Q: 3 clusters Score -356665.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -356673.093750 Penalty: 3959.278320
	Iteration 22Q: 3 clusters Score -356673.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -356678.375000 Penalty: 3959.278320
	Iteration 23Q: 3 clusters Score -356678.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -356681.343750 Penalty: 3959.278320
	Iteration 24Q: 3 clusters Score -356681.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -356685.468750 Penalty: 3959.278320
	Iteration 25Q: 3 clusters Score -356685.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -356689.375000 Penalty: 3959.278320
	Iteration 26Q: 3 clusters Score -356689.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -356693.750000 Penalty: 3959.278320
	Iteration 27Q: 3 clusters Score -356693.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -356697.593750 Penalty: 3959.278320
	Iteration 28Q: 3 clusters Score -356697.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -356702.562500 Penalty: 3959.278320
	Iteration 29Q: 3 clusters Score -356702.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -356708.062500 Penalty: 3959.278320
	Iteration 30Q: 3 clusters Score -356708.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -356716.156250 Penalty: 3959.278320
	Iteration 31Q: 3 clusters Score -356716.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -356725.281250 Penalty: 3959.278320
	Iteration 32Q: 3 clusters Score -356725.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -356736.250000 Penalty: 3959.278320
	Iteration 33Q: 3 clusters Score -356736.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -356753.343750 Penalty: 3959.278320
	Iteration 34Q: 3 clusters Score -356753.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -356766.781250 Penalty: 3959.278320
	Iteration 35Q: 3 clusters Score -356766.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -356785.093750 Penalty: 3959.278320
	Iteration 36Q: 3 clusters Score -356785.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -356811.968750 Penalty: 3959.278320
	Iteration 37Q: 3 clusters Score -356812 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -356841.218750 Penalty: 3959.278320
	Iteration 38Q: 3 clusters Score -356841.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -356861.500000 Penalty: 3959.278320
	Iteration 39Q: 3 clusters Score -356861.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -356874.781250 Penalty: 3959.278320
	Iteration 40F: 3 clusters Score -356874.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -356888.156250 Penalty: 3959.278320
	Iteration 41Q: 3 clusters Score -356888.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -356897.718750 Penalty: 3959.278320
	Iteration 42Q: 3 clusters Score -356897.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -356907.468750 Penalty: 3959.278320
	Iteration 43Q: 3 clusters Score -356907.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -356914.031250 Penalty: 3959.278320
	Iteration 44Q: 3 clusters Score -356914 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -356923.375000 Penalty: 3959.278320
	Iteration 45Q: 3 clusters Score -356923.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -356933.750000 Penalty: 3959.278320
	Iteration 46Q: 3 clusters Score -356933.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -356940.187500 Penalty: 3959.278320
	Iteration 47Q: 3 clusters Score -356940.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -356949.968750 Penalty: 3959.278320
	Iteration 48Q: 3 clusters Score -356950 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -356963.437500 Penalty: 3959.278320
	Iteration 49Q: 3 clusters Score -356963.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -356973.937500 Penalty: 3959.278320
	Iteration 50Q: 3 clusters Score -356973.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -356982.718750 Penalty: 3959.278320
	Iteration 51Q: 3 clusters Score -356982.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -356989.500000 Penalty: 3959.278320
	Iteration 52Q: 3 clusters Score -356989.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -356992.593750 Penalty: 3959.278320
	Iteration 53Q: 3 clusters Score -356992.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -356995.625000 Penalty: 3959.278320
	Iteration 54Q: 3 clusters Score -356995.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -356995.750000 Penalty: 3959.278320
	Iteration 55Q: 3 clusters Score -356995.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -356996.093750 Penalty: 3959.278320
	Iteration 56Q: 3 clusters Score -356996.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -356997.437500 Penalty: 3959.278320
	Iteration 57Q: 3 clusters Score -356997.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -356999.000000 Penalty: 3959.278320
	Iteration 58Q: 3 clusters Score -356999 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -357000.937500 Penalty: 3959.278320
	Iteration 59Q: 3 clusters Score -357000.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -357002.781250 Penalty: 3959.278320
	Iteration 60F: 3 clusters Score -357002.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -357004.875000 Penalty: 3959.278320
	Iteration 61Q: 3 clusters Score -357004.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -357007.843750 Penalty: 3959.278320
	Iteration 62Q: 3 clusters Score -357007.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -357012.031250 Penalty: 3959.278320
	Iteration 63Q: 3 clusters Score -357012 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -357014.500000 Penalty: 3959.278320
	Iteration 64Q: 3 clusters Score -357014.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -357021.593750 Penalty: 3959.278320
	Iteration 65Q: 3 clusters Score -357021.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -357026.093750 Penalty: 3959.278320
	Iteration 66Q: 3 clusters Score -357026.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -357029.281250 Penalty: 3959.278320
	Iteration 67Q: 3 clusters Score -357029.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -357030.687500 Penalty: 3959.278320
	Iteration 68Q: 3 clusters Score -357030.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -357032.500000 Penalty: 3959.278320
	Iteration 69Q: 3 clusters Score -357032.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -357034.031250 Penalty: 3959.278320
	Iteration 70Q: 3 clusters Score -357034 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -357036.125000 Penalty: 3959.278320
	Iteration 71Q: 3 clusters Score -357036.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -357039.531250 Penalty: 3959.278320
	Iteration 72Q: 3 clusters Score -357039.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -357040.593750 Penalty: 3959.278320
	Iteration 73Q: 3 clusters Score -357040.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -357042.000000 Penalty: 3959.278320
	Iteration 74Q: 3 clusters Score -357042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -357042.218750 Penalty: 3959.278320
	Iteration 75Q: 3 clusters Score -357042.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -357043.093750 Penalty: 3959.278320
	Iteration 76Q: 3 clusters Score -357043.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -357044.187500 Penalty: 3959.278320
	Iteration 77Q: 3 clusters Score -357044.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -357044.437500 Penalty: 3959.278320
	Iteration 78Q: 3 clusters Score -357044.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -357044.437500 Penalty: 3959.278320
	Iteration 79F: 3 clusters Score -357044.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (17047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17047 members 
Entering Unmasked Estep 
Score: -2234586.000000 Penalty: 2416.444824
	Iteration 0F: 2 clusters Score -2234586 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -2222310.500000 Penalty: 4832.889648
	Iteration 0F: 3 clusters Score -2222310 nChanged 7505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -2226376.500000 Penalty: 4832.889648
	Iteration 1F: 3 clusters Score -2226376 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -2226714.250000 Penalty: 4832.889648
	Iteration 2F: 3 clusters Score -2226714 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -2226938.750000 Penalty: 4832.889648
	Iteration 3Q: 3 clusters Score -2226939 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -2227094.750000 Penalty: 4832.889648
	Iteration 4Q: 3 clusters Score -2227095 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -2227259.500000 Penalty: 4832.889648
	Iteration 5Q: 3 clusters Score -2227260 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -2227447.500000 Penalty: 4832.889648
	Iteration 6Q: 3 clusters Score -2227448 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10045 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -2227640.500000 Penalty: 4832.889648
	Iteration 7Q: 3 clusters Score -2227640 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10456 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -2227869.000000 Penalty: 4832.889648
	Iteration 8Q: 3 clusters Score -2227869 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10939 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -2228145.500000 Penalty: 4832.889648
	Iteration 9Q: 3 clusters Score -2228146 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11489 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -2228436.750000 Penalty: 4832.889648
	Iteration 10Q: 3 clusters Score -2228437 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12119 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -2228838.250000 Penalty: 4832.889648
	Iteration 11Q: 3 clusters Score -2228838 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12865 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -2229343.000000 Penalty: 4832.889648
	Iteration 12Q: 3 clusters Score -2229343 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13668 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -2229978.750000 Penalty: 4832.889648
	Iteration 13Q: 3 clusters Score -2229979 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14444 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -2230572.500000 Penalty: 4832.889648
	Iteration 14Q: 3 clusters Score -2230572 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15101 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -2231108.250000 Penalty: 4832.889648
	Iteration 15Q: 3 clusters Score -2231108 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15633 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -2231553.250000 Penalty: 4832.889648
	Iteration 16Q: 3 clusters Score -2231553 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15988 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -2231847.250000 Penalty: 4832.889648
	Iteration 17Q: 3 clusters Score -2231847 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16207 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -2232025.000000 Penalty: 4832.889648
	Iteration 18Q: 3 clusters Score -2232025 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16354 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -2232162.500000 Penalty: 4832.889648
	Iteration 19Q: 3 clusters Score -2232162 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16445 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -2232236.500000 Penalty: 4832.889648
	Iteration 20F: 3 clusters Score -2232236 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16505 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -2232298.000000 Penalty: 4832.889648
	Iteration 21Q: 3 clusters Score -2232298 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16552 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -2232349.750000 Penalty: 4832.889648
	Iteration 22Q: 3 clusters Score -2232350 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16590 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -2232406.000000 Penalty: 4832.889648
	Iteration 23Q: 3 clusters Score -2232406 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16611 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -2232434.500000 Penalty: 4832.889648
	Iteration 24Q: 3 clusters Score -2232434 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16613 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -2232442.750000 Penalty: 4832.889648
	Iteration 25Q: 3 clusters Score -2232443 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16620 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -2232451.500000 Penalty: 4832.889648
	Iteration 26Q: 3 clusters Score -2232452 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16628 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -2232461.250000 Penalty: 4832.889648
	Iteration 27Q: 3 clusters Score -2232461 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16637 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -2232470.000000 Penalty: 4832.889648
	Iteration 28Q: 3 clusters Score -2232470 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16640 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -2232474.500000 Penalty: 4832.889648
	Iteration 29Q: 3 clusters Score -2232474 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16643 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -2232479.750000 Penalty: 4832.889648
	Iteration 30Q: 3 clusters Score -2232480 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16644 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -2232483.250000 Penalty: 4832.889648
	Iteration 31Q: 3 clusters Score -2232483 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16646 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -2232481.250000 Penalty: 4832.889648
	Iteration 32Q: 3 clusters Score -2232481 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16649 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -2232482.500000 Penalty: 4832.889648
	Iteration 33Q: 3 clusters Score -2232482 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16649 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -2232484.500000 Penalty: 4832.889648
	Iteration 34Q: 3 clusters Score -2232484 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16649 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -2232488.250000 Penalty: 4832.889648
	Iteration 35Q: 3 clusters Score -2232488 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16649 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -2232488.250000 Penalty: 4832.889648
	Iteration 36F: 3 clusters Score -2232488 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (10819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10819 members 
Entering Unmasked Estep 
Score: -1361008.750000 Penalty: 2303.686523
	Iteration 0F: 2 clusters Score -1361009 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -1352883.750000 Penalty: 4607.373047
	Iteration 0F: 3 clusters Score -1352884 nChanged 4531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -1355377.250000 Penalty: 4607.373047
	Iteration 1F: 3 clusters Score -1355377 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -1355731.500000 Penalty: 4607.373047
	Iteration 2F: 3 clusters Score -1355732 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -1355987.500000 Penalty: 4607.373047
	Iteration 3F: 3 clusters Score -1355988 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -1356196.000000 Penalty: 4607.373047
	Iteration 4Q: 3 clusters Score -1356196 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -1356402.875000 Penalty: 4607.373047
	Iteration 5Q: 3 clusters Score -1356403 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -1356606.250000 Penalty: 4607.373047
	Iteration 6Q: 3 clusters Score -1356606 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -1356811.750000 Penalty: 4607.373047
	Iteration 7Q: 3 clusters Score -1356812 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -1357026.000000 Penalty: 4607.373047
	Iteration 8Q: 3 clusters Score -1357026 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -1357263.500000 Penalty: 4607.373047
	Iteration 9Q: 3 clusters Score -1357264 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -1357501.375000 Penalty: 4607.373047
	Iteration 10Q: 3 clusters Score -1357501 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -1357787.500000 Penalty: 4607.373047
	Iteration 11Q: 3 clusters Score -1357788 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -1358072.875000 Penalty: 4607.373047
	Iteration 12Q: 3 clusters Score -1358073 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -1358323.625000 Penalty: 4607.373047
	Iteration 13Q: 3 clusters Score -1358324 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -1358492.250000 Penalty: 4607.373047
	Iteration 14Q: 3 clusters Score -1358492 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -1358614.125000 Penalty: 4607.373047
	Iteration 15Q: 3 clusters Score -1358614 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -1358708.125000 Penalty: 4607.373047
	Iteration 16Q: 3 clusters Score -1358708 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -1358774.625000 Penalty: 4607.373047
	Iteration 17Q: 3 clusters Score -1358775 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -1358834.750000 Penalty: 4607.373047
	Iteration 18Q: 3 clusters Score -1358835 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -1358899.625000 Penalty: 4607.373047
	Iteration 19Q: 3 clusters Score -1358900 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -1358950.875000 Penalty: 4607.373047
	Iteration 20F: 3 clusters Score -1358951 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -1359005.125000 Penalty: 4607.373047
	Iteration 21Q: 3 clusters Score -1359005 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -1359050.500000 Penalty: 4607.373047
	Iteration 22Q: 3 clusters Score -1359050 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -1359096.125000 Penalty: 4607.373047
	Iteration 23Q: 3 clusters Score -1359096 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -1359131.000000 Penalty: 4607.373047
	Iteration 24Q: 3 clusters Score -1359131 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -1359188.500000 Penalty: 4607.373047
	Iteration 25Q: 3 clusters Score -1359188 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -1359237.625000 Penalty: 4607.373047
	Iteration 26Q: 3 clusters Score -1359238 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -1359291.625000 Penalty: 4607.373047
	Iteration 27Q: 3 clusters Score -1359292 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -1359332.250000 Penalty: 4607.373047
	Iteration 28Q: 3 clusters Score -1359332 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -1359360.000000 Penalty: 4607.373047
	Iteration 29Q: 3 clusters Score -1359360 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -1359386.000000 Penalty: 4607.373047
	Iteration 30Q: 3 clusters Score -1359386 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -1359404.250000 Penalty: 4607.373047
	Iteration 31Q: 3 clusters Score -1359404 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -1359417.250000 Penalty: 4607.373047
	Iteration 32Q: 3 clusters Score -1359417 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -1359430.000000 Penalty: 4607.373047
	Iteration 33Q: 3 clusters Score -1359430 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -1359440.875000 Penalty: 4607.373047
	Iteration 34Q: 3 clusters Score -1359441 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -1359447.625000 Penalty: 4607.373047
	Iteration 35Q: 3 clusters Score -1359448 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -1359450.250000 Penalty: 4607.373047
	Iteration 36Q: 3 clusters Score -1359450 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -1359456.750000 Penalty: 4607.373047
	Iteration 37Q: 3 clusters Score -1359457 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -1359464.375000 Penalty: 4607.373047
	Iteration 38Q: 3 clusters Score -1359464 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -1359478.125000 Penalty: 4607.373047
	Iteration 39Q: 3 clusters Score -1359478 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -1359487.000000 Penalty: 4607.373047
	Iteration 40F: 3 clusters Score -1359487 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -1359508.125000 Penalty: 4607.373047
	Iteration 41Q: 3 clusters Score -1359508 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -1359519.375000 Penalty: 4607.373047
	Iteration 42Q: 3 clusters Score -1359519 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -1359537.750000 Penalty: 4607.373047
	Iteration 43Q: 3 clusters Score -1359538 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -1359558.375000 Penalty: 4607.373047
	Iteration 44Q: 3 clusters Score -1359558 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -1359584.625000 Penalty: 4607.373047
	Iteration 45Q: 3 clusters Score -1359585 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -1359613.750000 Penalty: 4607.373047
	Iteration 46Q: 3 clusters Score -1359614 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -1359671.750000 Penalty: 4607.373047
	Iteration 47Q: 3 clusters Score -1359672 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -1359739.750000 Penalty: 4607.373047
	Iteration 48Q: 3 clusters Score -1359740 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -1359821.250000 Penalty: 4607.373047
	Iteration 49Q: 3 clusters Score -1359821 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -1359874.250000 Penalty: 4607.373047
	Iteration 50Q: 3 clusters Score -1359874 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -1359912.125000 Penalty: 4607.373047
	Iteration 51Q: 3 clusters Score -1359912 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -1359942.000000 Penalty: 4607.373047
	Iteration 52Q: 3 clusters Score -1359942 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -1359961.750000 Penalty: 4607.373047
	Iteration 53Q: 3 clusters Score -1359962 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -1359969.625000 Penalty: 4607.373047
	Iteration 54Q: 3 clusters Score -1359970 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -1359976.000000 Penalty: 4607.373047
	Iteration 55Q: 3 clusters Score -1359976 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -1359980.875000 Penalty: 4607.373047
	Iteration 56Q: 3 clusters Score -1359981 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -1359982.500000 Penalty: 4607.373047
	Iteration 57Q: 3 clusters Score -1359982 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -1359981.750000 Penalty: 4607.373047
	Iteration 58Q: 3 clusters Score -1359982 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -1359989.500000 Penalty: 4607.373047
	Iteration 59Q: 3 clusters Score -1359990 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -1359994.375000 Penalty: 4607.373047
	Iteration 60F: 3 clusters Score -1359994 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -1359996.625000 Penalty: 4607.373047
	Iteration 61Q: 3 clusters Score -1359997 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -1360002.250000 Penalty: 4607.373047
	Iteration 62Q: 3 clusters Score -1360002 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -1360000.375000 Penalty: 4607.373047
	Iteration 63Q: 3 clusters Score -1360000 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -1360000.000000 Penalty: 4607.373047
	Iteration 64Q: 3 clusters Score -1360000 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -1360001.375000 Penalty: 4607.373047
	Iteration 65Q: 3 clusters Score -1360001 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -1360001.500000 Penalty: 4607.373047
	Iteration 66Q: 3 clusters Score -1360002 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -1360001.500000 Penalty: 4607.373047
	Iteration 67F: 3 clusters Score -1360002 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Entering Unmasked Estep 
Score: -29879.560547 Penalty: 1537.222656
	Iteration 0F: 2 clusters Score -29879.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -28608.349609 Penalty: 3074.445312
	Iteration 0F: 3 clusters Score -28608.35 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -29196.611328 Penalty: 3074.445312
	Iteration 1F: 3 clusters Score -29196.61 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -29542.814453 Penalty: 3074.445312
	Iteration 2F: 3 clusters Score -29542.81 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -29656.779297 Penalty: 3074.445312
	Iteration 3F: 3 clusters Score -29656.78 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -29690.443359 Penalty: 3074.445312
	Iteration 4Q: 3 clusters Score -29690.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -29690.443359 Penalty: 3074.445312
	Iteration 5F: 3 clusters Score -29690.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (2847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Entering Unmasked Estep 
Score: -354475.125000 Penalty: 1972.597168
	Iteration 0F: 2 clusters Score -354475.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -351324.406250 Penalty: 3945.194336
	Iteration 0F: 3 clusters Score -351324.4 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -352052.187500 Penalty: 3945.194336
	Iteration 1F: 3 clusters Score -352052.2 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -352278.750000 Penalty: 3945.194336
	Iteration 2F: 3 clusters Score -352278.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -352394.812500 Penalty: 3945.194336
	Iteration 3F: 3 clusters Score -352394.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -352476.500000 Penalty: 3945.194336
	Iteration 4Q: 3 clusters Score -352476.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -352537.562500 Penalty: 3945.194336
	Iteration 5Q: 3 clusters Score -352537.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -352582.687500 Penalty: 3945.194336
	Iteration 6Q: 3 clusters Score -352582.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -352610.781250 Penalty: 3945.194336
	Iteration 7Q: 3 clusters Score -352610.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -352628.656250 Penalty: 3945.194336
	Iteration 8Q: 3 clusters Score -352628.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -352648.406250 Penalty: 3945.194336
	Iteration 9Q: 3 clusters Score -352648.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -352670.187500 Penalty: 3945.194336
	Iteration 10Q: 3 clusters Score -352670.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -352689.750000 Penalty: 3945.194336
	Iteration 11Q: 3 clusters Score -352689.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -352707.656250 Penalty: 3945.194336
	Iteration 12Q: 3 clusters Score -352707.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -352724.718750 Penalty: 3945.194336
	Iteration 13Q: 3 clusters Score -352724.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -352732.906250 Penalty: 3945.194336
	Iteration 14Q: 3 clusters Score -352732.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -352741.843750 Penalty: 3945.194336
	Iteration 15Q: 3 clusters Score -352741.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -352750.343750 Penalty: 3945.194336
	Iteration 16Q: 3 clusters Score -352750.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -352755.812500 Penalty: 3945.194336
	Iteration 17Q: 3 clusters Score -352755.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -352761.031250 Penalty: 3945.194336
	Iteration 18Q: 3 clusters Score -352761 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -352766.250000 Penalty: 3945.194336
	Iteration 19Q: 3 clusters Score -352766.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -352772.125000 Penalty: 3945.194336
	Iteration 20F: 3 clusters Score -352772.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -352779.218750 Penalty: 3945.194336
	Iteration 21Q: 3 clusters Score -352779.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -352784.687500 Penalty: 3945.194336
	Iteration 22Q: 3 clusters Score -352784.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -352788.875000 Penalty: 3945.194336
	Iteration 23Q: 3 clusters Score -352788.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -352793.562500 Penalty: 3945.194336
	Iteration 24Q: 3 clusters Score -352793.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -352799.218750 Penalty: 3945.194336
	Iteration 25Q: 3 clusters Score -352799.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -352801.656250 Penalty: 3945.194336
	Iteration 26Q: 3 clusters Score -352801.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -352806.531250 Penalty: 3945.194336
	Iteration 27Q: 3 clusters Score -352806.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -352815.125000 Penalty: 3945.194336
	Iteration 28Q: 3 clusters Score -352815.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -352826.906250 Penalty: 3945.194336
	Iteration 29Q: 3 clusters Score -352826.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -352836.156250 Penalty: 3945.194336
	Iteration 30Q: 3 clusters Score -352836.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -352845.187500 Penalty: 3945.194336
	Iteration 31Q: 3 clusters Score -352845.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -352853.281250 Penalty: 3945.194336
	Iteration 32Q: 3 clusters Score -352853.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -352858.437500 Penalty: 3945.194336
	Iteration 33Q: 3 clusters Score -352858.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -352862.343750 Penalty: 3945.194336
	Iteration 34Q: 3 clusters Score -352862.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -352868.000000 Penalty: 3945.194336
	Iteration 35Q: 3 clusters Score -352868 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -352873.218750 Penalty: 3945.194336
	Iteration 36Q: 3 clusters Score -352873.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -352878.937500 Penalty: 3945.194336
	Iteration 37Q: 3 clusters Score -352878.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -352883.187500 Penalty: 3945.194336
	Iteration 38Q: 3 clusters Score -352883.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -352886.312500 Penalty: 3945.194336
	Iteration 39Q: 3 clusters Score -352886.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -352890.687500 Penalty: 3945.194336
	Iteration 40F: 3 clusters Score -352890.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -352894.125000 Penalty: 3945.194336
	Iteration 41Q: 3 clusters Score -352894.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -352896.625000 Penalty: 3945.194336
	Iteration 42Q: 3 clusters Score -352896.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -352898.812500 Penalty: 3945.194336
	Iteration 43Q: 3 clusters Score -352898.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -352901.875000 Penalty: 3945.194336
	Iteration 44Q: 3 clusters Score -352901.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -352901.437500 Penalty: 3945.194336
	Iteration 45Q: 3 clusters Score -352901.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -352901.437500 Penalty: 3945.194336
	Iteration 46F: 3 clusters Score -352901.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Entering Unmasked Estep 
Score: -76997.726562 Penalty: 1560.767944
	Iteration 0F: 2 clusters Score -76997.73 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 255 members 
Entering Unmasked Estep 
Score: -75561.257812 Penalty: 3121.535889
	Iteration 0F: 3 clusters Score -75561.26 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -76119.445312 Penalty: 3121.535889
	Iteration 1F: 3 clusters Score -76119.45 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -76468.632812 Penalty: 3121.535889
	Iteration 2F: 3 clusters Score -76468.63 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -76572.593750 Penalty: 3121.535889
	Iteration 3Q: 3 clusters Score -76572.59 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -76707.187500 Penalty: 3121.535889
	Iteration 4Q: 3 clusters Score -76707.19 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -76824.953125 Penalty: 3121.535889
	Iteration 5Q: 3 clusters Score -76824.95 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -76883.742188 Penalty: 3121.535889
	Iteration 6Q: 3 clusters Score -76883.74 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -77023.250000 Penalty: 3121.535889
	Iteration 7Q: 3 clusters Score -77023.25 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -77130.398438 Penalty: 3121.535889
	Iteration 8Q: 3 clusters Score -77130.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -77181.960938 Penalty: 3121.535889
	Iteration 9Q: 3 clusters Score -77181.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -77232.953125 Penalty: 3121.535889
	Iteration 10Q: 3 clusters Score -77232.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -77258.593750 Penalty: 3121.535889
	Iteration 11Q: 3 clusters Score -77258.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -77295.101562 Penalty: 3121.535889
	Iteration 12F: 3 clusters Score -77295.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -77351.296875 Penalty: 3121.535889
	Iteration 13Q: 3 clusters Score -77351.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -77353.875000 Penalty: 3121.535889
	Iteration 14Q: 3 clusters Score -77353.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -77353.875000 Penalty: 3121.535889
	Iteration 15F: 3 clusters Score -77353.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 2526 members 
Mstep: Class 3 contains 4149 members 
Mstep: Class 4 contains 11957 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2537 members 
Mstep: Class 7 contains 376 members 
Mstep: Class 8 contains 7689 members 
Mstep: Class 9 contains 174610 members 
Mstep: Class 10 contains 8484 members 
Mstep: Class 11 contains 4250 members 
Mstep: Class 12 contains 23534 members 
Mstep: Class 13 contains 4007 members 
Mstep: Class 14 contains 6622 members 
Mstep: Class 15 contains 186214 members 
Mstep: Class 16 contains 219303 members 
Mstep: Class 17 contains 16050 members 
Mstep: Class 18 contains 28747 members 
Mstep: Class 19 contains 331 members 
Mstep: Class 20 contains 4183 members 
Mstep: Class 21 contains 22931 members 
Mstep: Class 22 contains 40117 members 
Mstep: Class 23 contains 4483 members 
Mstep: Class 24 contains 2335 members 
Mstep: Class 25 contains 38975 members 
Mstep: Class 26 contains 37429 members 
Mstep: Class 27 contains 6903 members 
Mstep: Class 28 contains 25996 members 
Mstep: Class 29 contains 7854 members 
Mstep: Class 30 contains 24855 members 
Mstep: Class 31 contains 5821 members 
Mstep: Class 32 contains 17807 members 
Mstep: Class 33 contains 421 members 
Mstep: Class 34 contains 11657 members 
Mstep: Class 35 contains 62420 members 
Mstep: Class 36 contains 26374 members 
Mstep: Class 37 contains 7322 members 
Mstep: Class 38 contains 250 members 
Mstep: Class 39 contains 3581 members 
Mstep: Class 40 contains 2929 members 
Mstep: Class 41 contains 17047 members 
Mstep: Class 42 contains 10819 members 
Mstep: Class 43 contains 492 members 
Mstep: Class 44 contains 2847 members 
Mstep: Class 45 contains 389 members 
Mstep: Class 46 contains 10492 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27559 members 
Mstep: Class 49 contains 7567 members 
Mstep: Class 50 contains 315 members 
Mstep: Class 51 contains 27243 members 
Mstep: Class 52 contains 266 members 
Mstep: Class 53 contains 974 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 584 members 
Mstep: Class 56 contains 1111 members 
Mstep: Class 57 contains 814 members 
Mstep: Class 58 contains 389 members 
Mstep: Class 59 contains 3263 members 
Mstep: Class 60 contains 679 members 
Mstep: Class 61 contains 306 members 
Mstep: Class 62 contains 340 members 
Mstep: Class 63 contains 2463 members 
Mstep: Class 64 contains 886 members 
Mstep: Class 65 contains 553 members 
Mstep: Class 66 contains 674 members 
Mstep: Class 67 contains 1501 members 
Mstep: Class 68 contains 222 members 
Mstep: Class 69 contains 275 members 
Mstep: Class 70 contains 152 members 
Entering Unmasked Estep 
Score: -147527104.000000 Penalty: 242831.531250
Splitting cluster 45 changes total score from -147525808.000000 to -147527104.000000
So it's getting split into cluster 70.
Entering ConstructFrom: 
Trying to split cluster 46 (10492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10492 members 
Entering Unmasked Estep 
Score: -1323573.500000 Penalty: 2296.075439
	Iteration 0F: 2 clusters Score -1323574 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -1315564.875000 Penalty: 4592.150879
	Iteration 0F: 3 clusters Score -1315565 nChanged 4390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -1317882.625000 Penalty: 4592.150879
	Iteration 1F: 3 clusters Score -1317883 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -1318292.000000 Penalty: 4592.150879
	Iteration 2F: 3 clusters Score -1318292 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -1318666.375000 Penalty: 4592.150879
	Iteration 3F: 3 clusters Score -1318666 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -1318959.000000 Penalty: 4592.150879
	Iteration 4F: 3 clusters Score -1318959 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -1319183.000000 Penalty: 4592.150879
	Iteration 5Q: 3 clusters Score -1319183 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -1319330.000000 Penalty: 4592.150879
	Iteration 6Q: 3 clusters Score -1319330 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -1319467.625000 Penalty: 4592.150879
	Iteration 7Q: 3 clusters Score -1319468 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -1319568.875000 Penalty: 4592.150879
	Iteration 8Q: 3 clusters Score -1319569 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -1319672.125000 Penalty: 4592.150879
	Iteration 9Q: 3 clusters Score -1319672 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -1319766.875000 Penalty: 4592.150879
	Iteration 10Q: 3 clusters Score -1319767 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -1319855.750000 Penalty: 4592.150879
	Iteration 11Q: 3 clusters Score -1319856 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -1319950.375000 Penalty: 4592.150879
	Iteration 12Q: 3 clusters Score -1319950 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -1320050.875000 Penalty: 4592.150879
	Iteration 13Q: 3 clusters Score -1320051 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -1320165.125000 Penalty: 4592.150879
	Iteration 14Q: 3 clusters Score -1320165 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -1320259.000000 Penalty: 4592.150879
	Iteration 15Q: 3 clusters Score -1320259 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -1320340.750000 Penalty: 4592.150879
	Iteration 16Q: 3 clusters Score -1320341 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -1320439.000000 Penalty: 4592.150879
	Iteration 17Q: 3 clusters Score -1320439 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -1320548.750000 Penalty: 4592.150879
	Iteration 18Q: 3 clusters Score -1320549 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -1320664.375000 Penalty: 4592.150879
	Iteration 19Q: 3 clusters Score -1320664 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -1320783.000000 Penalty: 4592.150879
	Iteration 20F: 3 clusters Score -1320783 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -1320892.750000 Penalty: 4592.150879
	Iteration 21Q: 3 clusters Score -1320893 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -1320977.500000 Penalty: 4592.150879
	Iteration 22Q: 3 clusters Score -1320978 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -1321068.500000 Penalty: 4592.150879
	Iteration 23Q: 3 clusters Score -1321068 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -1321155.125000 Penalty: 4592.150879
	Iteration 24Q: 3 clusters Score -1321155 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -1321236.625000 Penalty: 4592.150879
	Iteration 25Q: 3 clusters Score -1321237 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -1321323.750000 Penalty: 4592.150879
	Iteration 26Q: 3 clusters Score -1321324 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -1321394.875000 Penalty: 4592.150879
	Iteration 27Q: 3 clusters Score -1321395 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -1321480.250000 Penalty: 4592.150879
	Iteration 28Q: 3 clusters Score -1321480 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -1321556.375000 Penalty: 4592.150879
	Iteration 29Q: 3 clusters Score -1321556 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -1321630.750000 Penalty: 4592.150879
	Iteration 30Q: 3 clusters Score -1321631 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -1321689.500000 Penalty: 4592.150879
	Iteration 31Q: 3 clusters Score -1321690 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -1321738.125000 Penalty: 4592.150879
	Iteration 32Q: 3 clusters Score -1321738 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -1321770.375000 Penalty: 4592.150879
	Iteration 33Q: 3 clusters Score -1321770 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -1321810.500000 Penalty: 4592.150879
	Iteration 34Q: 3 clusters Score -1321810 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -1321846.125000 Penalty: 4592.150879
	Iteration 35Q: 3 clusters Score -1321846 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -1321891.125000 Penalty: 4592.150879
	Iteration 36Q: 3 clusters Score -1321891 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -1321919.375000 Penalty: 4592.150879
	Iteration 37Q: 3 clusters Score -1321919 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -1321945.875000 Penalty: 4592.150879
	Iteration 38Q: 3 clusters Score -1321946 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -1321971.625000 Penalty: 4592.150879
	Iteration 39Q: 3 clusters Score -1321972 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -1321986.500000 Penalty: 4592.150879
	Iteration 40F: 3 clusters Score -1321986 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -1321991.875000 Penalty: 4592.150879
	Iteration 41Q: 3 clusters Score -1321992 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -1321997.000000 Penalty: 4592.150879
	Iteration 42Q: 3 clusters Score -1321997 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -1322001.750000 Penalty: 4592.150879
	Iteration 43Q: 3 clusters Score -1322002 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -1322004.500000 Penalty: 4592.150879
	Iteration 44Q: 3 clusters Score -1322004 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9431 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -1322006.125000 Penalty: 4592.150879
	Iteration 45Q: 3 clusters Score -1322006 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -1322005.250000 Penalty: 4592.150879
	Iteration 46Q: 3 clusters Score -1322005 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -1322007.500000 Penalty: 4592.150879
	Iteration 47Q: 3 clusters Score -1322008 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -1322010.125000 Penalty: 4592.150879
	Iteration 48Q: 3 clusters Score -1322010 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -1322009.000000 Penalty: 4592.150879
	Iteration 49Q: 3 clusters Score -1322009 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -1322011.750000 Penalty: 4592.150879
	Iteration 50Q: 3 clusters Score -1322012 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1322013.500000 Penalty: 4592.150879
	Iteration 51Q: 3 clusters Score -1322014 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -1322014.125000 Penalty: 4592.150879
	Iteration 52Q: 3 clusters Score -1322014 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -1322012.250000 Penalty: 4592.150879
	Iteration 53Q: 3 clusters Score -1322012 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -1322015.000000 Penalty: 4592.150879
	Iteration 54Q: 3 clusters Score -1322015 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -1322015.000000 Penalty: 4592.150879
	Iteration 55F: 3 clusters Score -1322015 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Entering Unmasked Estep 
Score: -27529.277344 Penalty: 1394.756348
	Iteration 0F: 2 clusters Score -27529.28 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 134 members 
Entering Unmasked Estep 
Score: -26377.333984 Penalty: 2789.512695
	Iteration 0F: 3 clusters Score -26377.33 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -26564.814453 Penalty: 2789.512695
	Iteration 1F: 3 clusters Score -26564.81 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -26602.820312 Penalty: 2789.512695
	Iteration 2F: 3 clusters Score -26602.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -26626.302734 Penalty: 2789.512695
	Iteration 3Q: 3 clusters Score -26626.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -26632.064453 Penalty: 2789.512695
	Iteration 4Q: 3 clusters Score -26632.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -26634.513672 Penalty: 2789.512695
	Iteration 5Q: 3 clusters Score -26634.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -26641.287109 Penalty: 2789.512695
	Iteration 6Q: 3 clusters Score -26641.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -26641.669922 Penalty: 2789.512695
	Iteration 7Q: 3 clusters Score -26641.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -26641.669922 Penalty: 2789.512695
	Iteration 8F: 3 clusters Score -26641.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (27559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27559 members 
Entering Unmasked Estep 
Score: -3508692.500000 Penalty: 2535.572998
	Iteration 0F: 2 clusters Score -3508692 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13730 members 
Mstep: Class 2 contains 13829 members 
Entering Unmasked Estep 
Score: -3489741.250000 Penalty: 5071.145996
	Iteration 0F: 3 clusters Score -3489741 nChanged 12319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13385 members 
Mstep: Class 2 contains 14174 members 
Entering Unmasked Estep 
Score: -3496381.000000 Penalty: 5071.145996
	Iteration 1F: 3 clusters Score -3496381 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13203 members 
Mstep: Class 2 contains 14356 members 
Entering Unmasked Estep 
Score: -3496838.750000 Penalty: 5071.145996
	Iteration 2Q: 3 clusters Score -3496839 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13000 members 
Mstep: Class 2 contains 14559 members 
Entering Unmasked Estep 
Score: -3497336.000000 Penalty: 5071.145996
	Iteration 3Q: 3 clusters Score -3497336 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12762 members 
Mstep: Class 2 contains 14797 members 
Entering Unmasked Estep 
Score: -3497868.500000 Penalty: 5071.145996
	Iteration 4Q: 3 clusters Score -3497868 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12448 members 
Mstep: Class 2 contains 15111 members 
Entering Unmasked Estep 
Score: -3498364.750000 Penalty: 5071.145996
	Iteration 5Q: 3 clusters Score -3498365 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12068 members 
Mstep: Class 2 contains 15491 members 
Entering Unmasked Estep 
Score: -3498889.000000 Penalty: 5071.145996
	Iteration 6Q: 3 clusters Score -3498889 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11591 members 
Mstep: Class 2 contains 15968 members 
Entering Unmasked Estep 
Score: -3499535.250000 Penalty: 5071.145996
	Iteration 7Q: 3 clusters Score -3499535 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11051 members 
Mstep: Class 2 contains 16508 members 
Entering Unmasked Estep 
Score: -3500261.500000 Penalty: 5071.145996
	Iteration 8Q: 3 clusters Score -3500262 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 17134 members 
Entering Unmasked Estep 
Score: -3501120.750000 Penalty: 5071.145996
	Iteration 9Q: 3 clusters Score -3501121 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 17836 members 
Entering Unmasked Estep 
Score: -3502020.750000 Penalty: 5071.145996
	Iteration 10Q: 3 clusters Score -3502021 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 18508 members 
Entering Unmasked Estep 
Score: -3502786.750000 Penalty: 5071.145996
	Iteration 11Q: 3 clusters Score -3502787 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 19158 members 
Entering Unmasked Estep 
Score: -3503459.750000 Penalty: 5071.145996
	Iteration 12Q: 3 clusters Score -3503460 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 19739 members 
Entering Unmasked Estep 
Score: -3504013.000000 Penalty: 5071.145996
	Iteration 13Q: 3 clusters Score -3504013 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 20288 members 
Entering Unmasked Estep 
Score: -3504472.750000 Penalty: 5071.145996
	Iteration 14Q: 3 clusters Score -3504473 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 20801 members 
Entering Unmasked Estep 
Score: -3504865.500000 Penalty: 5071.145996
	Iteration 15Q: 3 clusters Score -3504866 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 21263 members 
Entering Unmasked Estep 
Score: -3505181.250000 Penalty: 5071.145996
	Iteration 16Q: 3 clusters Score -3505181 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 21689 members 
Entering Unmasked Estep 
Score: -3505435.500000 Penalty: 5071.145996
	Iteration 17Q: 3 clusters Score -3505436 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 22059 members 
Entering Unmasked Estep 
Score: -3505645.750000 Penalty: 5071.145996
	Iteration 18Q: 3 clusters Score -3505646 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 22389 members 
Entering Unmasked Estep 
Score: -3505813.500000 Penalty: 5071.145996
	Iteration 19Q: 3 clusters Score -3505814 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 22670 members 
Entering Unmasked Estep 
Score: -3505955.750000 Penalty: 5071.145996
	Iteration 20F: 3 clusters Score -3505956 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 22907 members 
Entering Unmasked Estep 
Score: -3506045.750000 Penalty: 5071.145996
	Iteration 21Q: 3 clusters Score -3506046 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 23111 members 
Entering Unmasked Estep 
Score: -3506129.500000 Penalty: 5071.145996
	Iteration 22Q: 3 clusters Score -3506130 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 23328 members 
Entering Unmasked Estep 
Score: -3506223.000000 Penalty: 5071.145996
	Iteration 23Q: 3 clusters Score -3506223 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 23532 members 
Entering Unmasked Estep 
Score: -3506309.750000 Penalty: 5071.145996
	Iteration 24Q: 3 clusters Score -3506310 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 23710 members 
Entering Unmasked Estep 
Score: -3506393.250000 Penalty: 5071.145996
	Iteration 25Q: 3 clusters Score -3506393 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 23878 members 
Entering Unmasked Estep 
Score: -3506452.500000 Penalty: 5071.145996
	Iteration 26Q: 3 clusters Score -3506452 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 24017 members 
Entering Unmasked Estep 
Score: -3506509.500000 Penalty: 5071.145996
	Iteration 27Q: 3 clusters Score -3506510 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 24154 members 
Entering Unmasked Estep 
Score: -3506554.250000 Penalty: 5071.145996
	Iteration 28Q: 3 clusters Score -3506554 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 24247 members 
Entering Unmasked Estep 
Score: -3506586.250000 Penalty: 5071.145996
	Iteration 29Q: 3 clusters Score -3506586 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 24342 members 
Entering Unmasked Estep 
Score: -3506624.250000 Penalty: 5071.145996
	Iteration 30Q: 3 clusters Score -3506624 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 24442 members 
Entering Unmasked Estep 
Score: -3506666.500000 Penalty: 5071.145996
	Iteration 31Q: 3 clusters Score -3506666 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 24535 members 
Entering Unmasked Estep 
Score: -3506698.750000 Penalty: 5071.145996
	Iteration 32Q: 3 clusters Score -3506699 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 24623 members 
Entering Unmasked Estep 
Score: -3506725.750000 Penalty: 5071.145996
	Iteration 33Q: 3 clusters Score -3506726 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 24700 members 
Entering Unmasked Estep 
Score: -3506757.750000 Penalty: 5071.145996
	Iteration 34Q: 3 clusters Score -3506758 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 24782 members 
Entering Unmasked Estep 
Score: -3506800.250000 Penalty: 5071.145996
	Iteration 35Q: 3 clusters Score -3506800 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 24871 members 
Entering Unmasked Estep 
Score: -3506834.000000 Penalty: 5071.145996
	Iteration 36Q: 3 clusters Score -3506834 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 24937 members 
Entering Unmasked Estep 
Score: -3506862.750000 Penalty: 5071.145996
	Iteration 37Q: 3 clusters Score -3506863 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 25000 members 
Entering Unmasked Estep 
Score: -3506891.250000 Penalty: 5071.145996
	Iteration 38Q: 3 clusters Score -3506891 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 25044 members 
Entering Unmasked Estep 
Score: -3506912.250000 Penalty: 5071.145996
	Iteration 39Q: 3 clusters Score -3506912 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 25093 members 
Entering Unmasked Estep 
Score: -3506926.750000 Penalty: 5071.145996
	Iteration 40F: 3 clusters Score -3506927 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 25139 members 
Entering Unmasked Estep 
Score: -3506945.000000 Penalty: 5071.145996
	Iteration 41Q: 3 clusters Score -3506945 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 25169 members 
Entering Unmasked Estep 
Score: -3506948.000000 Penalty: 5071.145996
	Iteration 42Q: 3 clusters Score -3506948 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 25196 members 
Entering Unmasked Estep 
Score: -3506956.750000 Penalty: 5071.145996
	Iteration 43Q: 3 clusters Score -3506957 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 25220 members 
Entering Unmasked Estep 
Score: -3506957.500000 Penalty: 5071.145996
	Iteration 44Q: 3 clusters Score -3506958 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 25250 members 
Entering Unmasked Estep 
Score: -3506971.500000 Penalty: 5071.145996
	Iteration 45Q: 3 clusters Score -3506972 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 25268 members 
Entering Unmasked Estep 
Score: -3506977.500000 Penalty: 5071.145996
	Iteration 46Q: 3 clusters Score -3506978 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 25286 members 
Entering Unmasked Estep 
Score: -3506977.250000 Penalty: 5071.145996
	Iteration 47Q: 3 clusters Score -3506977 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 25308 members 
Entering Unmasked Estep 
Score: -3506980.000000 Penalty: 5071.145996
	Iteration 48Q: 3 clusters Score -3506980 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 25322 members 
Entering Unmasked Estep 
Score: -3506994.500000 Penalty: 5071.145996
	Iteration 49Q: 3 clusters Score -3506994 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 25347 members 
Entering Unmasked Estep 
Score: -3507001.500000 Penalty: 5071.145996
	Iteration 50Q: 3 clusters Score -3507002 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 25363 members 
Entering Unmasked Estep 
Score: -3507005.750000 Penalty: 5071.145996
	Iteration 51Q: 3 clusters Score -3507006 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 25381 members 
Entering Unmasked Estep 
Score: -3507009.000000 Penalty: 5071.145996
	Iteration 52Q: 3 clusters Score -3507009 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 25394 members 
Entering Unmasked Estep 
Score: -3507005.500000 Penalty: 5071.145996
	Iteration 53Q: 3 clusters Score -3507006 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 25408 members 
Entering Unmasked Estep 
Score: -3507008.500000 Penalty: 5071.145996
	Iteration 54Q: 3 clusters Score -3507008 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 25424 members 
Entering Unmasked Estep 
Score: -3507014.500000 Penalty: 5071.145996
	Iteration 55Q: 3 clusters Score -3507014 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 25447 members 
Entering Unmasked Estep 
Score: -3507026.500000 Penalty: 5071.145996
	Iteration 56Q: 3 clusters Score -3507026 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 25479 members 
Entering Unmasked Estep 
Score: -3507035.750000 Penalty: 5071.145996
	Iteration 57Q: 3 clusters Score -3507036 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 25507 members 
Entering Unmasked Estep 
Score: -3507045.500000 Penalty: 5071.145996
	Iteration 58Q: 3 clusters Score -3507046 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 25529 members 
Entering Unmasked Estep 
Score: -3507055.250000 Penalty: 5071.145996
	Iteration 59Q: 3 clusters Score -3507055 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 25550 members 
Entering Unmasked Estep 
Score: -3507053.000000 Penalty: 5071.145996
	Iteration 60F: 3 clusters Score -3507053 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 25561 members 
Entering Unmasked Estep 
Score: -3507056.750000 Penalty: 5071.145996
	Iteration 61Q: 3 clusters Score -3507057 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 25568 members 
Entering Unmasked Estep 
Score: -3507065.250000 Penalty: 5071.145996
	Iteration 62Q: 3 clusters Score -3507065 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 25573 members 
Entering Unmasked Estep 
Score: -3507066.250000 Penalty: 5071.145996
	Iteration 63Q: 3 clusters Score -3507066 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 25586 members 
Entering Unmasked Estep 
Score: -3507070.250000 Penalty: 5071.145996
	Iteration 64Q: 3 clusters Score -3507070 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 25595 members 
Entering Unmasked Estep 
Score: -3507075.750000 Penalty: 5071.145996
	Iteration 65Q: 3 clusters Score -3507076 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 25608 members 
Entering Unmasked Estep 
Score: -3507085.500000 Penalty: 5071.145996
	Iteration 66Q: 3 clusters Score -3507086 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 25615 members 
Entering Unmasked Estep 
Score: -3507081.250000 Penalty: 5071.145996
	Iteration 67Q: 3 clusters Score -3507081 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 25621 members 
Entering Unmasked Estep 
Score: -3507079.500000 Penalty: 5071.145996
	Iteration 68Q: 3 clusters Score -3507080 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 25623 members 
Entering Unmasked Estep 
Score: -3507079.750000 Penalty: 5071.145996
	Iteration 69Q: 3 clusters Score -3507080 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 25627 members 
Entering Unmasked Estep 
Score: -3507083.250000 Penalty: 5071.145996
	Iteration 70Q: 3 clusters Score -3507083 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 25641 members 
Entering Unmasked Estep 
Score: -3507090.500000 Penalty: 5071.145996
	Iteration 71Q: 3 clusters Score -3507090 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 25652 members 
Entering Unmasked Estep 
Score: -3507098.250000 Penalty: 5071.145996
	Iteration 72Q: 3 clusters Score -3507098 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 25665 members 
Entering Unmasked Estep 
Score: -3507096.750000 Penalty: 5071.145996
	Iteration 73Q: 3 clusters Score -3507097 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 25674 members 
Entering Unmasked Estep 
Score: -3507097.250000 Penalty: 5071.145996
	Iteration 74Q: 3 clusters Score -3507097 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 25683 members 
Entering Unmasked Estep 
Score: -3507100.250000 Penalty: 5071.145996
	Iteration 75Q: 3 clusters Score -3507100 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 25695 members 
Entering Unmasked Estep 
Score: -3507109.000000 Penalty: 5071.145996
	Iteration 76Q: 3 clusters Score -3507109 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 25703 members 
Entering Unmasked Estep 
Score: -3507109.750000 Penalty: 5071.145996
	Iteration 77Q: 3 clusters Score -3507110 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 25711 members 
Entering Unmasked Estep 
Score: -3507112.750000 Penalty: 5071.145996
	Iteration 78Q: 3 clusters Score -3507113 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 25721 members 
Entering Unmasked Estep 
Score: -3507117.750000 Penalty: 5071.145996
	Iteration 79Q: 3 clusters Score -3507118 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 25734 members 
Entering Unmasked Estep 
Score: -3507120.500000 Penalty: 5071.145996
	Iteration 80F: 3 clusters Score -3507120 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 25746 members 
Entering Unmasked Estep 
Score: -3507123.750000 Penalty: 5071.145996
	Iteration 81Q: 3 clusters Score -3507124 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 25753 members 
Entering Unmasked Estep 
Score: -3507129.750000 Penalty: 5071.145996
	Iteration 82Q: 3 clusters Score -3507130 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 25764 members 
Entering Unmasked Estep 
Score: -3507131.500000 Penalty: 5071.145996
	Iteration 83Q: 3 clusters Score -3507132 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 25775 members 
Entering Unmasked Estep 
Score: -3507131.750000 Penalty: 5071.145996
	Iteration 84Q: 3 clusters Score -3507132 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 25789 members 
Entering Unmasked Estep 
Score: -3507141.750000 Penalty: 5071.145996
	Iteration 85Q: 3 clusters Score -3507142 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 25796 members 
Entering Unmasked Estep 
Score: -3507147.000000 Penalty: 5071.145996
	Iteration 86Q: 3 clusters Score -3507147 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 25807 members 
Entering Unmasked Estep 
Score: -3507149.750000 Penalty: 5071.145996
	Iteration 87Q: 3 clusters Score -3507150 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 25816 members 
Entering Unmasked Estep 
Score: -3507150.000000 Penalty: 5071.145996
	Iteration 88Q: 3 clusters Score -3507150 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 25826 members 
Entering Unmasked Estep 
Score: -3507148.000000 Penalty: 5071.145996
	Iteration 89Q: 3 clusters Score -3507148 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 25830 members 
Entering Unmasked Estep 
Score: -3507150.750000 Penalty: 5071.145996
	Iteration 90Q: 3 clusters Score -3507151 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 25831 members 
Entering Unmasked Estep 
Score: -3507153.000000 Penalty: 5071.145996
	Iteration 91Q: 3 clusters Score -3507153 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 25831 members 
Entering Unmasked Estep 
Score: -3507154.500000 Penalty: 5071.145996
	Iteration 92Q: 3 clusters Score -3507154 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 25831 members 
Entering Unmasked Estep 
Score: -3507154.250000 Penalty: 5071.145996
	Iteration 93Q: 3 clusters Score -3507154 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 25834 members 
Entering Unmasked Estep 
Score: -3507153.500000 Penalty: 5071.145996
	Iteration 94Q: 3 clusters Score -3507154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 25835 members 
Entering Unmasked Estep 
Score: -3507156.000000 Penalty: 5071.145996
	Iteration 95Q: 3 clusters Score -3507156 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 25835 members 
Entering Unmasked Estep 
Score: -3507156.000000 Penalty: 5071.145996
	Iteration 96F: 3 clusters Score -3507156 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (7567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Entering Unmasked Estep 
Score: -936452.812500 Penalty: 2215.024902
	Iteration 0F: 2 clusters Score -936452.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -930296.687500 Penalty: 4430.049805
	Iteration 0F: 3 clusters Score -930296.7 nChanged 3084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -931918.750000 Penalty: 4430.049805
	Iteration 1F: 3 clusters Score -931918.8 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -932167.375000 Penalty: 4430.049805
	Iteration 2F: 3 clusters Score -932167.4 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -932341.187500 Penalty: 4430.049805
	Iteration 3F: 3 clusters Score -932341.2 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -932462.875000 Penalty: 4430.049805
	Iteration 4Q: 3 clusters Score -932462.9 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -932578.812500 Penalty: 4430.049805
	Iteration 5Q: 3 clusters Score -932578.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -932677.375000 Penalty: 4430.049805
	Iteration 6Q: 3 clusters Score -932677.4 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -932795.375000 Penalty: 4430.049805
	Iteration 7Q: 3 clusters Score -932795.4 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -932937.187500 Penalty: 4430.049805
	Iteration 8Q: 3 clusters Score -932937.2 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -933089.312500 Penalty: 4430.049805
	Iteration 9Q: 3 clusters Score -933089.3 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -933266.437500 Penalty: 4430.049805
	Iteration 10Q: 3 clusters Score -933266.4 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -933470.375000 Penalty: 4430.049805
	Iteration 11Q: 3 clusters Score -933470.4 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -933670.687500 Penalty: 4430.049805
	Iteration 12Q: 3 clusters Score -933670.7 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -933851.875000 Penalty: 4430.049805
	Iteration 13Q: 3 clusters Score -933851.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -934018.875000 Penalty: 4430.049805
	Iteration 14Q: 3 clusters Score -934018.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -934192.062500 Penalty: 4430.049805
	Iteration 15Q: 3 clusters Score -934192.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -934342.562500 Penalty: 4430.049805
	Iteration 16Q: 3 clusters Score -934342.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -934446.000000 Penalty: 4430.049805
	Iteration 17Q: 3 clusters Score -934446 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -934528.125000 Penalty: 4430.049805
	Iteration 18Q: 3 clusters Score -934528.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -934573.437500 Penalty: 4430.049805
	Iteration 19Q: 3 clusters Score -934573.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -934598.000000 Penalty: 4430.049805
	Iteration 20F: 3 clusters Score -934598 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -934616.375000 Penalty: 4430.049805
	Iteration 21Q: 3 clusters Score -934616.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -934623.875000 Penalty: 4430.049805
	Iteration 22Q: 3 clusters Score -934623.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -934635.437500 Penalty: 4430.049805
	Iteration 23Q: 3 clusters Score -934635.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -934640.875000 Penalty: 4430.049805
	Iteration 24Q: 3 clusters Score -934640.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -934646.687500 Penalty: 4430.049805
	Iteration 25Q: 3 clusters Score -934646.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -934652.750000 Penalty: 4430.049805
	Iteration 26Q: 3 clusters Score -934652.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -934665.062500 Penalty: 4430.049805
	Iteration 27Q: 3 clusters Score -934665.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -934675.187500 Penalty: 4430.049805
	Iteration 28Q: 3 clusters Score -934675.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -934682.875000 Penalty: 4430.049805
	Iteration 29Q: 3 clusters Score -934682.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -934688.312500 Penalty: 4430.049805
	Iteration 30Q: 3 clusters Score -934688.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -934693.187500 Penalty: 4430.049805
	Iteration 31Q: 3 clusters Score -934693.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -934695.437500 Penalty: 4430.049805
	Iteration 32Q: 3 clusters Score -934695.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -934701.375000 Penalty: 4430.049805
	Iteration 33Q: 3 clusters Score -934701.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -934706.500000 Penalty: 4430.049805
	Iteration 34Q: 3 clusters Score -934706.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -934707.312500 Penalty: 4430.049805
	Iteration 35Q: 3 clusters Score -934707.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -934708.625000 Penalty: 4430.049805
	Iteration 36Q: 3 clusters Score -934708.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -934708.625000 Penalty: 4430.049805
	Iteration 37F: 3 clusters Score -934708.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Entering Unmasked Estep 
Score: -40861.492188 Penalty: 1426.637939
	Iteration 0F: 2 clusters Score -40861.49 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 156 members 
Entering Unmasked Estep 
Score: -39731.031250 Penalty: 2853.275879
	Iteration 0F: 3 clusters Score -39731.03 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -40368.566406 Penalty: 2853.275879
	Iteration 1F: 3 clusters Score -40368.57 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -40697.730469 Penalty: 2853.275879
	Iteration 2F: 3 clusters Score -40697.73 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -40982.437500 Penalty: 2853.275879
	Iteration 3F: 3 clusters Score -40982.44 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -41048.335938 Penalty: 2853.275879
	Iteration 4Q: 3 clusters Score -41048.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -41143.792969 Penalty: 2853.275879
	Iteration 5Q: 3 clusters Score -41143.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -41170.550781 Penalty: 2853.275879
	Iteration 6Q: 3 clusters Score -41170.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -41178.906250 Penalty: 2853.275879
	Iteration 7Q: 3 clusters Score -41178.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -41191.589844 Penalty: 2853.275879
	Iteration 8Q: 3 clusters Score -41191.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -41201.125000 Penalty: 2853.275879
	Iteration 9Q: 3 clusters Score -41201.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -41204.832031 Penalty: 2853.275879
	Iteration 10Q: 3 clusters Score -41204.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -41212.085938 Penalty: 2853.275879
	Iteration 11Q: 3 clusters Score -41212.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -41222.660156 Penalty: 2853.275879
	Iteration 12Q: 3 clusters Score -41222.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -41226.074219 Penalty: 2853.275879
	Iteration 13F: 3 clusters Score -41226.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -41251.781250 Penalty: 2853.275879
	Iteration 14Q: 3 clusters Score -41251.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -41279.062500 Penalty: 2853.275879
	Iteration 15Q: 3 clusters Score -41279.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -41318.878906 Penalty: 2853.275879
	Iteration 16Q: 3 clusters Score -41318.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -41318.878906 Penalty: 2853.275879
	Iteration 17F: 3 clusters Score -41318.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 2526 members 
Mstep: Class 3 contains 4149 members 
Mstep: Class 4 contains 11957 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2537 members 
Mstep: Class 7 contains 376 members 
Mstep: Class 8 contains 7689 members 
Mstep: Class 9 contains 174610 members 
Mstep: Class 10 contains 8484 members 
Mstep: Class 11 contains 4250 members 
Mstep: Class 12 contains 23534 members 
Mstep: Class 13 contains 4007 members 
Mstep: Class 14 contains 6622 members 
Mstep: Class 15 contains 186214 members 
Mstep: Class 16 contains 219303 members 
Mstep: Class 17 contains 16050 members 
Mstep: Class 18 contains 28747 members 
Mstep: Class 19 contains 331 members 
Mstep: Class 20 contains 4183 members 
Mstep: Class 21 contains 22931 members 
Mstep: Class 22 contains 40117 members 
Mstep: Class 23 contains 4483 members 
Mstep: Class 24 contains 2335 members 
Mstep: Class 25 contains 38975 members 
Mstep: Class 26 contains 37429 members 
Mstep: Class 27 contains 6903 members 
Mstep: Class 28 contains 25996 members 
Mstep: Class 29 contains 7854 members 
Mstep: Class 30 contains 24855 members 
Mstep: Class 31 contains 5821 members 
Mstep: Class 32 contains 17807 members 
Mstep: Class 33 contains 421 members 
Mstep: Class 34 contains 11657 members 
Mstep: Class 35 contains 62420 members 
Mstep: Class 36 contains 26374 members 
Mstep: Class 37 contains 7322 members 
Mstep: Class 38 contains 250 members 
Mstep: Class 39 contains 3581 members 
Mstep: Class 40 contains 2929 members 
Mstep: Class 41 contains 17047 members 
Mstep: Class 42 contains 10819 members 
Mstep: Class 43 contains 492 members 
Mstep: Class 44 contains 2847 members 
Mstep: Class 45 contains 389 members 
Mstep: Class 46 contains 10492 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27559 members 
Mstep: Class 49 contains 7567 members 
Mstep: Class 50 contains 157 members 
Mstep: Class 51 contains 27243 members 
Mstep: Class 52 contains 266 members 
Mstep: Class 53 contains 974 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 584 members 
Mstep: Class 56 contains 1111 members 
Mstep: Class 57 contains 814 members 
Mstep: Class 58 contains 389 members 
Mstep: Class 59 contains 3263 members 
Mstep: Class 60 contains 679 members 
Mstep: Class 61 contains 306 members 
Mstep: Class 62 contains 340 members 
Mstep: Class 63 contains 2463 members 
Mstep: Class 64 contains 886 members 
Mstep: Class 65 contains 553 members 
Mstep: Class 66 contains 674 members 
Mstep: Class 67 contains 1501 members 
Mstep: Class 68 contains 222 members 
Mstep: Class 69 contains 275 members 
Mstep: Class 70 contains 152 members 
Mstep: Class 71 contains 158 members 
Entering Unmasked Estep 
Score: -147525536.000000 Penalty: 246300.546875
Splitting cluster 50 changes total score from -147525808.000000 to -147525536.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 51 (27243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27243 members 
Entering Unmasked Estep 
Score: -3594610.500000 Penalty: 2532.712891
	Iteration 0F: 2 clusters Score -3594610 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13439 members 
Mstep: Class 2 contains 13804 members 
Entering Unmasked Estep 
Score: -3575868.250000 Penalty: 5065.425781
	Iteration 0F: 3 clusters Score -3575868 nChanged 12256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12659 members 
Mstep: Class 2 contains 14584 members 
Entering Unmasked Estep 
Score: -3582550.750000 Penalty: 5065.425781
	Iteration 1F: 3 clusters Score -3582551 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12173 members 
Mstep: Class 2 contains 15070 members 
Entering Unmasked Estep 
Score: -3583099.250000 Penalty: 5065.425781
	Iteration 2F: 3 clusters Score -3583099 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11597 members 
Mstep: Class 2 contains 15646 members 
Entering Unmasked Estep 
Score: -3583597.250000 Penalty: 5065.425781
	Iteration 3Q: 3 clusters Score -3583597 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10874 members 
Mstep: Class 2 contains 16369 members 
Entering Unmasked Estep 
Score: -3584092.000000 Penalty: 5065.425781
	Iteration 4Q: 3 clusters Score -3584092 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9951 members 
Mstep: Class 2 contains 17292 members 
Entering Unmasked Estep 
Score: -3584679.250000 Penalty: 5065.425781
	Iteration 5Q: 3 clusters Score -3584679 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8779 members 
Mstep: Class 2 contains 18464 members 
Entering Unmasked Estep 
Score: -3585443.000000 Penalty: 5065.425781
	Iteration 6Q: 3 clusters Score -3585443 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 19896 members 
Entering Unmasked Estep 
Score: -3586444.500000 Penalty: 5065.425781
	Iteration 7F: 3 clusters Score -3586444 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 21489 members 
Entering Unmasked Estep 
Score: -3587712.500000 Penalty: 5065.425781
	Iteration 8F: 3 clusters Score -3587712 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 23081 members 
Entering Unmasked Estep 
Score: -3589034.000000 Penalty: 5065.425781
	Iteration 9F: 3 clusters Score -3589034 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 24440 members 
Entering Unmasked Estep 
Score: -3590196.500000 Penalty: 5065.425781
	Iteration 10F: 3 clusters Score -3590196 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 25409 members 
Entering Unmasked Estep 
Score: -3591050.000000 Penalty: 5065.425781
	Iteration 11Q: 3 clusters Score -3591050 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 26055 members 
Entering Unmasked Estep 
Score: -3591610.750000 Penalty: 5065.425781
	Iteration 12Q: 3 clusters Score -3591611 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 26421 members 
Entering Unmasked Estep 
Score: -3591939.250000 Penalty: 5065.425781
	Iteration 13Q: 3 clusters Score -3591939 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 26598 members 
Entering Unmasked Estep 
Score: -3592092.750000 Penalty: 5065.425781
	Iteration 14Q: 3 clusters Score -3592093 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 26695 members 
Entering Unmasked Estep 
Score: -3592204.250000 Penalty: 5065.425781
	Iteration 15Q: 3 clusters Score -3592204 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 26754 members 
Entering Unmasked Estep 
Score: -3592260.500000 Penalty: 5065.425781
	Iteration 16Q: 3 clusters Score -3592260 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 26781 members 
Entering Unmasked Estep 
Score: -3592298.250000 Penalty: 5065.425781
	Iteration 17Q: 3 clusters Score -3592298 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 26802 members 
Entering Unmasked Estep 
Score: -3592335.500000 Penalty: 5065.425781
	Iteration 18Q: 3 clusters Score -3592336 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 26817 members 
Entering Unmasked Estep 
Score: -3592367.500000 Penalty: 5065.425781
	Iteration 19Q: 3 clusters Score -3592368 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 26837 members 
Entering Unmasked Estep 
Score: -3592381.750000 Penalty: 5065.425781
	Iteration 20F: 3 clusters Score -3592382 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 26839 members 
Entering Unmasked Estep 
Score: -3592399.500000 Penalty: 5065.425781
	Iteration 21Q: 3 clusters Score -3592400 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 26849 members 
Entering Unmasked Estep 
Score: -3592408.500000 Penalty: 5065.425781
	Iteration 22Q: 3 clusters Score -3592408 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 26856 members 
Entering Unmasked Estep 
Score: -3592417.000000 Penalty: 5065.425781
	Iteration 23Q: 3 clusters Score -3592417 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 26860 members 
Entering Unmasked Estep 
Score: -3592422.250000 Penalty: 5065.425781
	Iteration 24Q: 3 clusters Score -3592422 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 26862 members 
Entering Unmasked Estep 
Score: -3592427.750000 Penalty: 5065.425781
	Iteration 25Q: 3 clusters Score -3592428 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 26866 members 
Entering Unmasked Estep 
Score: -3592438.000000 Penalty: 5065.425781
	Iteration 26Q: 3 clusters Score -3592438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 26866 members 
Entering Unmasked Estep 
Score: -3592442.750000 Penalty: 5065.425781
	Iteration 27Q: 3 clusters Score -3592443 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 26869 members 
Entering Unmasked Estep 
Score: -3592446.000000 Penalty: 5065.425781
	Iteration 28Q: 3 clusters Score -3592446 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 26869 members 
Entering Unmasked Estep 
Score: -3592446.000000 Penalty: 5065.425781
	Iteration 29F: 3 clusters Score -3592446 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Entering Unmasked Estep 
Score: -31904.482422 Penalty: 1384.707031
	Iteration 0F: 2 clusters Score -31904.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -30836.412109 Penalty: 2769.414062
	Iteration 0F: 3 clusters Score -30836.41 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -31347.500000 Penalty: 2769.414062
	Iteration 1F: 3 clusters Score -31347.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -31602.906250 Penalty: 2769.414062
	Iteration 2F: 3 clusters Score -31602.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -31669.949219 Penalty: 2769.414062
	Iteration 3Q: 3 clusters Score -31669.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -31673.869141 Penalty: 2769.414062
	Iteration 4Q: 3 clusters Score -31673.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -31674.722656 Penalty: 2769.414062
	Iteration 5Q: 3 clusters Score -31674.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -31674.722656 Penalty: 2769.414062
	Iteration 6F: 3 clusters Score -31674.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (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: -136613.406250 Penalty: 1706.589966
	Iteration 0F: 2 clusters Score -136613.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -134938.078125 Penalty: 3413.179932
	Iteration 0F: 3 clusters Score -134938.1 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -137057.062500 Penalty: 3413.179932
	Iteration 1F: 3 clusters Score -137057.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -137925.140625 Penalty: 3413.179932
	Iteration 2F: 3 clusters Score -137925.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -138398.781250 Penalty: 3413.179932
	Iteration 3F: 3 clusters Score -138398.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -138483.515625 Penalty: 3413.179932
	Iteration 4Q: 3 clusters Score -138483.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -138494.125000 Penalty: 3413.179932
	Iteration 5Q: 3 clusters Score -138494.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -138506.984375 Penalty: 3413.179932
	Iteration 6Q: 3 clusters Score -138507 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -138552.000000 Penalty: 3413.179932
	Iteration 7Q: 3 clusters Score -138552 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -138570.421875 Penalty: 3413.179932
	Iteration 8Q: 3 clusters Score -138570.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -138599.078125 Penalty: 3413.179932
	Iteration 9Q: 3 clusters Score -138599.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -138625.406250 Penalty: 3413.179932
	Iteration 10Q: 3 clusters Score -138625.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -138648.281250 Penalty: 3413.179932
	Iteration 11Q: 3 clusters Score -138648.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -138656.171875 Penalty: 3413.179932
	Iteration 12Q: 3 clusters Score -138656.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -138667.531250 Penalty: 3413.179932
	Iteration 13Q: 3 clusters Score -138667.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -138719.156250 Penalty: 3413.179932
	Iteration 14Q: 3 clusters Score -138719.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -138784.312500 Penalty: 3413.179932
	Iteration 15Q: 3 clusters Score -138784.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -138800.046875 Penalty: 3413.179932
	Iteration 16Q: 3 clusters Score -138800 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -138800.968750 Penalty: 3413.179932
	Iteration 17Q: 3 clusters Score -138801 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -138800.968750 Penalty: 3413.179932
	Iteration 18F: 3 clusters Score -138801 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 2526 members 
Mstep: Class 3 contains 4149 members 
Mstep: Class 4 contains 11957 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2537 members 
Mstep: Class 7 contains 376 members 
Mstep: Class 8 contains 7689 members 
Mstep: Class 9 contains 174610 members 
Mstep: Class 10 contains 8484 members 
Mstep: Class 11 contains 4250 members 
Mstep: Class 12 contains 23534 members 
Mstep: Class 13 contains 4007 members 
Mstep: Class 14 contains 6622 members 
Mstep: Class 15 contains 186214 members 
Mstep: Class 16 contains 219303 members 
Mstep: Class 17 contains 16050 members 
Mstep: Class 18 contains 28747 members 
Mstep: Class 19 contains 331 members 
Mstep: Class 20 contains 4183 members 
Mstep: Class 21 contains 22931 members 
Mstep: Class 22 contains 40117 members 
Mstep: Class 23 contains 4483 members 
Mstep: Class 24 contains 2335 members 
Mstep: Class 25 contains 38975 members 
Mstep: Class 26 contains 37429 members 
Mstep: Class 27 contains 6903 members 
Mstep: Class 28 contains 25996 members 
Mstep: Class 29 contains 7854 members 
Mstep: Class 30 contains 24855 members 
Mstep: Class 31 contains 5821 members 
Mstep: Class 32 contains 17807 members 
Mstep: Class 33 contains 421 members 
Mstep: Class 34 contains 11657 members 
Mstep: Class 35 contains 62420 members 
Mstep: Class 36 contains 26374 members 
Mstep: Class 37 contains 7322 members 
Mstep: Class 38 contains 250 members 
Mstep: Class 39 contains 3581 members 
Mstep: Class 40 contains 2929 members 
Mstep: Class 41 contains 17047 members 
Mstep: Class 42 contains 10819 members 
Mstep: Class 43 contains 492 members 
Mstep: Class 44 contains 2847 members 
Mstep: Class 45 contains 389 members 
Mstep: Class 46 contains 10492 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27559 members 
Mstep: Class 49 contains 7567 members 
Mstep: Class 50 contains 315 members 
Mstep: Class 51 contains 27243 members 
Mstep: Class 52 contains 266 members 
Mstep: Class 53 contains 463 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 584 members 
Mstep: Class 56 contains 1111 members 
Mstep: Class 57 contains 814 members 
Mstep: Class 58 contains 389 members 
Mstep: Class 59 contains 3263 members 
Mstep: Class 60 contains 679 members 
Mstep: Class 61 contains 306 members 
Mstep: Class 62 contains 340 members 
Mstep: Class 63 contains 2463 members 
Mstep: Class 64 contains 886 members 
Mstep: Class 65 contains 553 members 
Mstep: Class 66 contains 674 members 
Mstep: Class 67 contains 1501 members 
Mstep: Class 68 contains 222 members 
Mstep: Class 69 contains 275 members 
Mstep: Class 70 contains 152 members 
Mstep: Class 71 contains 511 members 
Entering Unmasked Estep 
Score: -147527712.000000 Penalty: 246300.546875
Splitting cluster 53 changes total score from -147525808.000000 to -147527712.000000
So it's getting split into cluster 71.
Entering ConstructFrom: 
Trying to split cluster 54 (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: -23977.812500 Penalty: 1344.292725
	Iteration 0F: 2 clusters Score -23977.81 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: -22879.554688 Penalty: 2688.585449
	Iteration 0F: 3 clusters Score -22879.55 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -22974.873047 Penalty: 2688.585449
	Iteration 1F: 3 clusters Score -22974.87 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: -23018.935547 Penalty: 2688.585449
	Iteration 2Q: 3 clusters Score -23018.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -23039.654297 Penalty: 2688.585449
	Iteration 3Q: 3 clusters Score -23039.65 nChanged 3
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: -23055.433594 Penalty: 2688.585449
	Iteration 4Q: 3 clusters Score -23055.43 nChanged 1
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: -23056.560547 Penalty: 2688.585449
	Iteration 5Q: 3 clusters Score -23056.56 nChanged 0
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: -23056.560547 Penalty: 2688.585449
	Iteration 6F: 3 clusters Score -23056.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (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: -78155.679688 Penalty: 1579.735474
	Iteration 0F: 2 clusters Score -78155.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -76845.710938 Penalty: 3159.470947
	Iteration 0F: 3 clusters Score -76845.71 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -77870.625000 Penalty: 3159.470947
	Iteration 1F: 3 clusters Score -77870.62 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -78495.101562 Penalty: 3159.470947
	Iteration 2F: 3 clusters Score -78495.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -78686.250000 Penalty: 3159.470947
	Iteration 3Q: 3 clusters Score -78686.25 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -78752.843750 Penalty: 3159.470947
	Iteration 4Q: 3 clusters Score -78752.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -78780.710938 Penalty: 3159.470947
	Iteration 5Q: 3 clusters Score -78780.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -78785.851562 Penalty: 3159.470947
	Iteration 6Q: 3 clusters Score -78785.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -78785.851562 Penalty: 3159.470947
	Iteration 7F: 3 clusters Score -78785.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 2526 members 
Mstep: Class 3 contains 4149 members 
Mstep: Class 4 contains 11957 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2537 members 
Mstep: Class 7 contains 376 members 
Mstep: Class 8 contains 7689 members 
Mstep: Class 9 contains 174610 members 
Mstep: Class 10 contains 8484 members 
Mstep: Class 11 contains 4250 members 
Mstep: Class 12 contains 23534 members 
Mstep: Class 13 contains 4007 members 
Mstep: Class 14 contains 6622 members 
Mstep: Class 15 contains 186214 members 
Mstep: Class 16 contains 219303 members 
Mstep: Class 17 contains 16050 members 
Mstep: Class 18 contains 28747 members 
Mstep: Class 19 contains 331 members 
Mstep: Class 20 contains 4183 members 
Mstep: Class 21 contains 22931 members 
Mstep: Class 22 contains 40117 members 
Mstep: Class 23 contains 4483 members 
Mstep: Class 24 contains 2335 members 
Mstep: Class 25 contains 38975 members 
Mstep: Class 26 contains 37429 members 
Mstep: Class 27 contains 6903 members 
Mstep: Class 28 contains 25996 members 
Mstep: Class 29 contains 7854 members 
Mstep: Class 30 contains 24855 members 
Mstep: Class 31 contains 5821 members 
Mstep: Class 32 contains 17807 members 
Mstep: Class 33 contains 421 members 
Mstep: Class 34 contains 11657 members 
Mstep: Class 35 contains 62420 members 
Mstep: Class 36 contains 26374 members 
Mstep: Class 37 contains 7322 members 
Mstep: Class 38 contains 250 members 
Mstep: Class 39 contains 3581 members 
Mstep: Class 40 contains 2929 members 
Mstep: Class 41 contains 17047 members 
Mstep: Class 42 contains 10819 members 
Mstep: Class 43 contains 492 members 
Mstep: Class 44 contains 2847 members 
Mstep: Class 45 contains 389 members 
Mstep: Class 46 contains 10492 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27559 members 
Mstep: Class 49 contains 7567 members 
Mstep: Class 50 contains 315 members 
Mstep: Class 51 contains 27243 members 
Mstep: Class 52 contains 266 members 
Mstep: Class 53 contains 463 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 330 members 
Mstep: Class 56 contains 1111 members 
Mstep: Class 57 contains 814 members 
Mstep: Class 58 contains 389 members 
Mstep: Class 59 contains 3263 members 
Mstep: Class 60 contains 679 members 
Mstep: Class 61 contains 306 members 
Mstep: Class 62 contains 340 members 
Mstep: Class 63 contains 2463 members 
Mstep: Class 64 contains 886 members 
Mstep: Class 65 contains 553 members 
Mstep: Class 66 contains 674 members 
Mstep: Class 67 contains 1501 members 
Mstep: Class 68 contains 222 members 
Mstep: Class 69 contains 275 members 
Mstep: Class 70 contains 152 members 
Mstep: Class 71 contains 511 members 
Mstep: Class 72 contains 254 members 
Entering Unmasked Estep 
Score: -147526336.000000 Penalty: 249769.578125
Splitting cluster 55 changes total score from -147525808.000000 to -147526336.000000
So it's getting split into cluster 72.
Entering ConstructFrom: 
Trying to split cluster 56 (1111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Entering Unmasked Estep 
Score: -135037.015625 Penalty: 1739.227905
	Iteration 0F: 2 clusters Score -135037 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 548 members 
Entering Unmasked Estep 
Score: -132975.531250 Penalty: 3478.455811
	Iteration 0F: 3 clusters Score -132975.5 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -133277.671875 Penalty: 3478.455811
	Iteration 1F: 3 clusters Score -133277.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -133373.218750 Penalty: 3478.455811
	Iteration 2F: 3 clusters Score -133373.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -133413.515625 Penalty: 3478.455811
	Iteration 3Q: 3 clusters Score -133413.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -133434.562500 Penalty: 3478.455811
	Iteration 4Q: 3 clusters Score -133434.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -133448.171875 Penalty: 3478.455811
	Iteration 5Q: 3 clusters Score -133448.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -133463.687500 Penalty: 3478.455811
	Iteration 6Q: 3 clusters Score -133463.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -133474.828125 Penalty: 3478.455811
	Iteration 7Q: 3 clusters Score -133474.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -133477.687500 Penalty: 3478.455811
	Iteration 8Q: 3 clusters Score -133477.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -133478.000000 Penalty: 3478.455811
	Iteration 9Q: 3 clusters Score -133478 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -133478.000000 Penalty: 3478.455811
	Iteration 10F: 3 clusters Score -133478 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Entering Unmasked Estep 
Score: -119495.789062 Penalty: 1662.086182
	Iteration 0F: 2 clusters Score -119495.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -117833.976562 Penalty: 3324.172363
	Iteration 0F: 3 clusters Score -117834 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -118593.937500 Penalty: 3324.172363
	Iteration 1F: 3 clusters Score -118593.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -119304.406250 Penalty: 3324.172363
	Iteration 2F: 3 clusters Score -119304.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -119873.078125 Penalty: 3324.172363
	Iteration 3F: 3 clusters Score -119873.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -120115.562500 Penalty: 3324.172363
	Iteration 4F: 3 clusters Score -120115.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -120231.484375 Penalty: 3324.172363
	Iteration 5Q: 3 clusters Score -120231.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -120365.992188 Penalty: 3324.172363
	Iteration 6Q: 3 clusters Score -120366 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -120547.265625 Penalty: 3324.172363
	Iteration 7Q: 3 clusters Score -120547.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -120555.718750 Penalty: 3324.172363
	Iteration 8Q: 3 clusters Score -120555.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -120562.507812 Penalty: 3324.172363
	Iteration 9Q: 3 clusters Score -120562.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -120575.070312 Penalty: 3324.172363
	Iteration 10Q: 3 clusters Score -120575.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -120584.304688 Penalty: 3324.172363
	Iteration 11Q: 3 clusters Score -120584.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -120596.992188 Penalty: 3324.172363
	Iteration 12Q: 3 clusters Score -120597 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -120610.875000 Penalty: 3324.172363
	Iteration 13Q: 3 clusters Score -120610.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -120620.476562 Penalty: 3324.172363
	Iteration 14Q: 3 clusters Score -120620.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -120637.007812 Penalty: 3324.172363
	Iteration 15Q: 3 clusters Score -120637 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -120671.617188 Penalty: 3324.172363
	Iteration 16Q: 3 clusters Score -120671.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -120716.671875 Penalty: 3324.172363
	Iteration 17Q: 3 clusters Score -120716.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -120721.914062 Penalty: 3324.172363
	Iteration 18Q: 3 clusters Score -120721.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -120722.921875 Penalty: 3324.172363
	Iteration 19Q: 3 clusters Score -120722.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -120727.773438 Penalty: 3324.172363
	Iteration 20F: 3 clusters Score -120727.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -120733.101562 Penalty: 3324.172363
	Iteration 21Q: 3 clusters Score -120733.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -120739.671875 Penalty: 3324.172363
	Iteration 22Q: 3 clusters Score -120739.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -120751.179688 Penalty: 3324.172363
	Iteration 23Q: 3 clusters Score -120751.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -120753.546875 Penalty: 3324.172363
	Iteration 24Q: 3 clusters Score -120753.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -120753.546875 Penalty: 3324.172363
	Iteration 25F: 3 clusters Score -120753.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 2526 members 
Mstep: Class 3 contains 4149 members 
Mstep: Class 4 contains 11957 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2537 members 
Mstep: Class 7 contains 376 members 
Mstep: Class 8 contains 7689 members 
Mstep: Class 9 contains 174610 members 
Mstep: Class 10 contains 8484 members 
Mstep: Class 11 contains 4250 members 
Mstep: Class 12 contains 23534 members 
Mstep: Class 13 contains 4007 members 
Mstep: Class 14 contains 6622 members 
Mstep: Class 15 contains 186214 members 
Mstep: Class 16 contains 219303 members 
Mstep: Class 17 contains 16050 members 
Mstep: Class 18 contains 28747 members 
Mstep: Class 19 contains 331 members 
Mstep: Class 20 contains 4183 members 
Mstep: Class 21 contains 22931 members 
Mstep: Class 22 contains 40117 members 
Mstep: Class 23 contains 4483 members 
Mstep: Class 24 contains 2335 members 
Mstep: Class 25 contains 38975 members 
Mstep: Class 26 contains 37429 members 
Mstep: Class 27 contains 6903 members 
Mstep: Class 28 contains 25996 members 
Mstep: Class 29 contains 7854 members 
Mstep: Class 30 contains 24855 members 
Mstep: Class 31 contains 5821 members 
Mstep: Class 32 contains 17807 members 
Mstep: Class 33 contains 421 members 
Mstep: Class 34 contains 11657 members 
Mstep: Class 35 contains 62420 members 
Mstep: Class 36 contains 26374 members 
Mstep: Class 37 contains 7322 members 
Mstep: Class 38 contains 250 members 
Mstep: Class 39 contains 3581 members 
Mstep: Class 40 contains 2929 members 
Mstep: Class 41 contains 17047 members 
Mstep: Class 42 contains 10819 members 
Mstep: Class 43 contains 492 members 
Mstep: Class 44 contains 2847 members 
Mstep: Class 45 contains 389 members 
Mstep: Class 46 contains 10492 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27559 members 
Mstep: Class 49 contains 7567 members 
Mstep: Class 50 contains 315 members 
Mstep: Class 51 contains 27243 members 
Mstep: Class 52 contains 266 members 
Mstep: Class 53 contains 463 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 330 members 
Mstep: Class 56 contains 1111 members 
Mstep: Class 57 contains 600 members 
Mstep: Class 58 contains 389 members 
Mstep: Class 59 contains 3263 members 
Mstep: Class 60 contains 679 members 
Mstep: Class 61 contains 306 members 
Mstep: Class 62 contains 340 members 
Mstep: Class 63 contains 2463 members 
Mstep: Class 64 contains 886 members 
Mstep: Class 65 contains 553 members 
Mstep: Class 66 contains 674 members 
Mstep: Class 67 contains 1501 members 
Mstep: Class 68 contains 222 members 
Mstep: Class 69 contains 275 members 
Mstep: Class 70 contains 152 members 
Mstep: Class 71 contains 511 members 
Mstep: Class 72 contains 254 members 
Mstep: Class 73 contains 214 members 
Entering Unmasked Estep 
Score: -147525952.000000 Penalty: 253238.593750
Splitting cluster 57 changes total score from -147525808.000000 to -147525952.000000
So it's getting split into cluster 73.
Entering ConstructFrom: 
Trying to split cluster 58 (389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Entering Unmasked Estep 
Score: -33183.785156 Penalty: 1478.967651
	Iteration 0F: 2 clusters Score -33183.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -31880.720703 Penalty: 2957.935303
	Iteration 0F: 3 clusters Score -31880.72 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -32085.363281 Penalty: 2957.935303
	Iteration 1F: 3 clusters Score -32085.36 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -32214.873047 Penalty: 2957.935303
	Iteration 2F: 3 clusters Score -32214.87 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -32250.851562 Penalty: 2957.935303
	Iteration 3Q: 3 clusters Score -32250.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -32262.224609 Penalty: 2957.935303
	Iteration 4Q: 3 clusters Score -32262.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -32263.105469 Penalty: 2957.935303
	Iteration 5Q: 3 clusters Score -32263.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -32263.105469 Penalty: 2957.935303
	Iteration 6F: 3 clusters Score -32263.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (3263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Entering Unmasked Estep 
Score: -461038.187500 Penalty: 2006.419800
	Iteration 0F: 2 clusters Score -461038.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -457758.406250 Penalty: 4012.839600
	Iteration 0F: 3 clusters Score -457758.4 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -460049.437500 Penalty: 4012.839600
	Iteration 1F: 3 clusters Score -460049.4 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -461165.500000 Penalty: 4012.839600
	Iteration 2F: 3 clusters Score -461165.5 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -461865.500000 Penalty: 4012.839600
	Iteration 3F: 3 clusters Score -461865.5 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -462402.593750 Penalty: 4012.839600
	Iteration 4F: 3 clusters Score -462402.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -462659.187500 Penalty: 4012.839600
	Iteration 5Q: 3 clusters Score -462659.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -462740.093750 Penalty: 4012.839600
	Iteration 6Q: 3 clusters Score -462740.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -462786.406250 Penalty: 4012.839600
	Iteration 7Q: 3 clusters Score -462786.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -462828.000000 Penalty: 4012.839600
	Iteration 8Q: 3 clusters Score -462828 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -462897.156250 Penalty: 4012.839600
	Iteration 9Q: 3 clusters Score -462897.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -462940.343750 Penalty: 4012.839600
	Iteration 10Q: 3 clusters Score -462940.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -462960.875000 Penalty: 4012.839600
	Iteration 11Q: 3 clusters Score -462960.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -462978.406250 Penalty: 4012.839600
	Iteration 12Q: 3 clusters Score -462978.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -462996.625000 Penalty: 4012.839600
	Iteration 13Q: 3 clusters Score -462996.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -463017.343750 Penalty: 4012.839600
	Iteration 14Q: 3 clusters Score -463017.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -463029.843750 Penalty: 4012.839600
	Iteration 15Q: 3 clusters Score -463029.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -463068.437500 Penalty: 4012.839600
	Iteration 16Q: 3 clusters Score -463068.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -463146.937500 Penalty: 4012.839600
	Iteration 17Q: 3 clusters Score -463146.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -463213.093750 Penalty: 4012.839600
	Iteration 18Q: 3 clusters Score -463213.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -463289.562500 Penalty: 4012.839600
	Iteration 19Q: 3 clusters Score -463289.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -463338.843750 Penalty: 4012.839600
	Iteration 20F: 3 clusters Score -463338.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -463374.812500 Penalty: 4012.839600
	Iteration 21Q: 3 clusters Score -463374.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -463407.843750 Penalty: 4012.839600
	Iteration 22Q: 3 clusters Score -463407.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -463435.531250 Penalty: 4012.839600
	Iteration 23Q: 3 clusters Score -463435.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -463462.906250 Penalty: 4012.839600
	Iteration 24Q: 3 clusters Score -463462.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -463501.031250 Penalty: 4012.839600
	Iteration 25Q: 3 clusters Score -463501 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -463575.531250 Penalty: 4012.839600
	Iteration 26Q: 3 clusters Score -463575.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -463815.156250 Penalty: 4012.839600
	Iteration 27Q: 3 clusters Score -463815.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -464047.906250 Penalty: 4012.839600
	Iteration 28Q: 3 clusters Score -464047.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -464312.812500 Penalty: 4012.839600
	Iteration 29Q: 3 clusters Score -464312.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -464561.062500 Penalty: 4012.839600
	Iteration 30Q: 3 clusters Score -464561.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -464607.500000 Penalty: 4012.839600
	Iteration 31Q: 3 clusters Score -464607.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -464612.437500 Penalty: 4012.839600
	Iteration 32Q: 3 clusters Score -464612.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -464613.125000 Penalty: 4012.839600
	Iteration 33Q: 3 clusters Score -464613.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -464614.343750 Penalty: 4012.839600
	Iteration 34Q: 3 clusters Score -464614.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -464616.125000 Penalty: 4012.839600
	Iteration 35Q: 3 clusters Score -464616.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -464617.781250 Penalty: 4012.839600
	Iteration 36Q: 3 clusters Score -464617.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -464618.000000 Penalty: 4012.839600
	Iteration 37Q: 3 clusters Score -464618 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -464619.000000 Penalty: 4012.839600
	Iteration 38Q: 3 clusters Score -464619 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -464619.468750 Penalty: 4012.839600
	Iteration 39Q: 3 clusters Score -464619.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -464620.281250 Penalty: 4012.839600
	Iteration 40F: 3 clusters Score -464620.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 2526 members 
Mstep: Class 3 contains 4149 members 
Mstep: Class 4 contains 11957 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2537 members 
Mstep: Class 7 contains 376 members 
Mstep: Class 8 contains 7689 members 
Mstep: Class 9 contains 174610 members 
Mstep: Class 10 contains 8484 members 
Mstep: Class 11 contains 4250 members 
Mstep: Class 12 contains 23534 members 
Mstep: Class 13 contains 4007 members 
Mstep: Class 14 contains 6622 members 
Mstep: Class 15 contains 186214 members 
Mstep: Class 16 contains 219303 members 
Mstep: Class 17 contains 16050 members 
Mstep: Class 18 contains 28747 members 
Mstep: Class 19 contains 331 members 
Mstep: Class 20 contains 4183 members 
Mstep: Class 21 contains 22931 members 
Mstep: Class 22 contains 40117 members 
Mstep: Class 23 contains 4483 members 
Mstep: Class 24 contains 2335 members 
Mstep: Class 25 contains 38975 members 
Mstep: Class 26 contains 37429 members 
Mstep: Class 27 contains 6903 members 
Mstep: Class 28 contains 25996 members 
Mstep: Class 29 contains 7854 members 
Mstep: Class 30 contains 24855 members 
Mstep: Class 31 contains 5821 members 
Mstep: Class 32 contains 17807 members 
Mstep: Class 33 contains 421 members 
Mstep: Class 34 contains 11657 members 
Mstep: Class 35 contains 62420 members 
Mstep: Class 36 contains 26374 members 
Mstep: Class 37 contains 7322 members 
Mstep: Class 38 contains 250 members 
Mstep: Class 39 contains 3581 members 
Mstep: Class 40 contains 2929 members 
Mstep: Class 41 contains 17047 members 
Mstep: Class 42 contains 10819 members 
Mstep: Class 43 contains 492 members 
Mstep: Class 44 contains 2847 members 
Mstep: Class 45 contains 389 members 
Mstep: Class 46 contains 10492 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27559 members 
Mstep: Class 49 contains 7567 members 
Mstep: Class 50 contains 315 members 
Mstep: Class 51 contains 27243 members 
Mstep: Class 52 contains 266 members 
Mstep: Class 53 contains 463 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 330 members 
Mstep: Class 56 contains 1111 members 
Mstep: Class 57 contains 600 members 
Mstep: Class 58 contains 389 members 
Mstep: Class 59 contains 1028 members 
Mstep: Class 60 contains 679 members 
Mstep: Class 61 contains 306 members 
Mstep: Class 62 contains 340 members 
Mstep: Class 63 contains 2463 members 
Mstep: Class 64 contains 886 members 
Mstep: Class 65 contains 553 members 
Mstep: Class 66 contains 674 members 
Mstep: Class 67 contains 1501 members 
Mstep: Class 68 contains 222 members 
Mstep: Class 69 contains 275 members 
Mstep: Class 70 contains 152 members 
Mstep: Class 71 contains 511 members 
Mstep: Class 72 contains 254 members 
Mstep: Class 73 contains 214 members 
Mstep: Class 74 contains 2235 members 
Entering Unmasked Estep 
Score: -147528304.000000 Penalty: 256707.609375
Splitting cluster 59 changes total score from -147525808.000000 to -147528304.000000
So it's getting split into cluster 74.
Entering ConstructFrom: 
Trying to split cluster 60 (679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Entering Unmasked Estep 
Score: -90711.578125 Penalty: 1617.114136
	Iteration 0F: 2 clusters Score -90711.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -89236.609375 Penalty: 3234.228271
	Iteration 0F: 3 clusters Score -89236.61 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -90374.117188 Penalty: 3234.228271
	Iteration 1F: 3 clusters Score -90374.12 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -90730.000000 Penalty: 3234.228271
	Iteration 2F: 3 clusters Score -90730 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -91005.382812 Penalty: 3234.228271
	Iteration 3F: 3 clusters Score -91005.38 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -91238.015625 Penalty: 3234.228271
	Iteration 4Q: 3 clusters Score -91238.02 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -91485.039062 Penalty: 3234.228271
	Iteration 5Q: 3 clusters Score -91485.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -91503.046875 Penalty: 3234.228271
	Iteration 6Q: 3 clusters Score -91503.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -91527.726562 Penalty: 3234.228271
	Iteration 7Q: 3 clusters Score -91527.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -91564.781250 Penalty: 3234.228271
	Iteration 8Q: 3 clusters Score -91564.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -91584.578125 Penalty: 3234.228271
	Iteration 9Q: 3 clusters Score -91584.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -91584.945312 Penalty: 3234.228271
	Iteration 10Q: 3 clusters Score -91584.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -91595.617188 Penalty: 3234.228271
	Iteration 11F: 3 clusters Score -91595.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -91613.601562 Penalty: 3234.228271
	Iteration 12Q: 3 clusters Score -91613.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -91613.601562 Penalty: 3234.228271
	Iteration 13F: 3 clusters Score -91613.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 2526 members 
Mstep: Class 3 contains 4149 members 
Mstep: Class 4 contains 11957 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2537 members 
Mstep: Class 7 contains 376 members 
Mstep: Class 8 contains 7689 members 
Mstep: Class 9 contains 174610 members 
Mstep: Class 10 contains 8484 members 
Mstep: Class 11 contains 4250 members 
Mstep: Class 12 contains 23534 members 
Mstep: Class 13 contains 4007 members 
Mstep: Class 14 contains 6622 members 
Mstep: Class 15 contains 186214 members 
Mstep: Class 16 contains 219303 members 
Mstep: Class 17 contains 16050 members 
Mstep: Class 18 contains 28747 members 
Mstep: Class 19 contains 331 members 
Mstep: Class 20 contains 4183 members 
Mstep: Class 21 contains 22931 members 
Mstep: Class 22 contains 40117 members 
Mstep: Class 23 contains 4483 members 
Mstep: Class 24 contains 2335 members 
Mstep: Class 25 contains 38975 members 
Mstep: Class 26 contains 37429 members 
Mstep: Class 27 contains 6903 members 
Mstep: Class 28 contains 25996 members 
Mstep: Class 29 contains 7854 members 
Mstep: Class 30 contains 24855 members 
Mstep: Class 31 contains 5821 members 
Mstep: Class 32 contains 17807 members 
Mstep: Class 33 contains 421 members 
Mstep: Class 34 contains 11657 members 
Mstep: Class 35 contains 62420 members 
Mstep: Class 36 contains 26374 members 
Mstep: Class 37 contains 7322 members 
Mstep: Class 38 contains 250 members 
Mstep: Class 39 contains 3581 members 
Mstep: Class 40 contains 2929 members 
Mstep: Class 41 contains 17047 members 
Mstep: Class 42 contains 10819 members 
Mstep: Class 43 contains 492 members 
Mstep: Class 44 contains 2847 members 
Mstep: Class 45 contains 389 members 
Mstep: Class 46 contains 10492 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27559 members 
Mstep: Class 49 contains 7567 members 
Mstep: Class 50 contains 315 members 
Mstep: Class 51 contains 27243 members 
Mstep: Class 52 contains 266 members 
Mstep: Class 53 contains 463 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 330 members 
Mstep: Class 56 contains 1111 members 
Mstep: Class 57 contains 600 members 
Mstep: Class 58 contains 389 members 
Mstep: Class 59 contains 1028 members 
Mstep: Class 60 contains 357 members 
Mstep: Class 61 contains 306 members 
Mstep: Class 62 contains 340 members 
Mstep: Class 63 contains 2463 members 
Mstep: Class 64 contains 886 members 
Mstep: Class 65 contains 553 members 
Mstep: Class 66 contains 674 members 
Mstep: Class 67 contains 1501 members 
Mstep: Class 68 contains 222 members 
Mstep: Class 69 contains 275 members 
Mstep: Class 70 contains 152 members 
Mstep: Class 71 contains 511 members 
Mstep: Class 72 contains 254 members 
Mstep: Class 73 contains 214 members 
Mstep: Class 74 contains 2235 members 
Mstep: Class 75 contains 322 members 
Entering Unmasked Estep 
Score: -147527344.000000 Penalty: 260176.640625
Splitting cluster 60 changes total score from -147525808.000000 to -147527344.000000
So it's getting split into cluster 75.
Entering ConstructFrom: 
Trying to split cluster 61 (306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Entering Unmasked Estep 
Score: -43284.433594 Penalty: 1419.449097
	Iteration 0F: 2 clusters Score -43284.43 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 130 members 
Entering Unmasked Estep 
Score: -42062.207031 Penalty: 2838.898193
	Iteration 0F: 3 clusters Score -42062.21 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -42325.148438 Penalty: 2838.898193
	Iteration 1F: 3 clusters Score -42325.15 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -42486.800781 Penalty: 2838.898193
	Iteration 2F: 3 clusters Score -42486.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -42564.667969 Penalty: 2838.898193
	Iteration 3Q: 3 clusters Score -42564.67 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -42649.726562 Penalty: 2838.898193
	Iteration 4Q: 3 clusters Score -42649.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -42709.203125 Penalty: 2838.898193
	Iteration 5Q: 3 clusters Score -42709.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -42747.601562 Penalty: 2838.898193
	Iteration 6Q: 3 clusters Score -42747.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -42805.449219 Penalty: 2838.898193
	Iteration 7Q: 3 clusters Score -42805.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -42818.878906 Penalty: 2838.898193
	Iteration 8Q: 3 clusters Score -42818.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -42826.386719 Penalty: 2838.898193
	Iteration 9Q: 3 clusters Score -42826.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -42826.386719 Penalty: 2838.898193
	Iteration 10F: 3 clusters Score -42826.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Entering Unmasked Estep 
Score: -44395.000000 Penalty: 1445.578491
	Iteration 0F: 2 clusters Score -44395 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 176 members 
Entering Unmasked Estep 
Score: -43166.949219 Penalty: 2891.156982
	Iteration 0F: 3 clusters Score -43166.95 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -43706.929688 Penalty: 2891.156982
	Iteration 1F: 3 clusters Score -43706.93 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -44090.273438 Penalty: 2891.156982
	Iteration 2F: 3 clusters Score -44090.27 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -44449.375000 Penalty: 2891.156982
	Iteration 3F: 3 clusters Score -44449.38 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -44603.679688 Penalty: 2891.156982
	Iteration 4Q: 3 clusters Score -44603.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -44654.582031 Penalty: 2891.156982
	Iteration 5Q: 3 clusters Score -44654.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -44679.855469 Penalty: 2891.156982
	Iteration 6Q: 3 clusters Score -44679.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -44684.792969 Penalty: 2891.156982
	Iteration 7Q: 3 clusters Score -44684.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -44687.980469 Penalty: 2891.156982
	Iteration 8F: 3 clusters Score -44687.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -44704.144531 Penalty: 2891.156982
	Iteration 9Q: 3 clusters Score -44704.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -44704.144531 Penalty: 2891.156982
	Iteration 10F: 3 clusters Score -44704.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 2526 members 
Mstep: Class 3 contains 4149 members 
Mstep: Class 4 contains 11957 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2537 members 
Mstep: Class 7 contains 376 members 
Mstep: Class 8 contains 7689 members 
Mstep: Class 9 contains 174610 members 
Mstep: Class 10 contains 8484 members 
Mstep: Class 11 contains 4250 members 
Mstep: Class 12 contains 23534 members 
Mstep: Class 13 contains 4007 members 
Mstep: Class 14 contains 6622 members 
Mstep: Class 15 contains 186214 members 
Mstep: Class 16 contains 219303 members 
Mstep: Class 17 contains 16050 members 
Mstep: Class 18 contains 28747 members 
Mstep: Class 19 contains 331 members 
Mstep: Class 20 contains 4183 members 
Mstep: Class 21 contains 22931 members 
Mstep: Class 22 contains 40117 members 
Mstep: Class 23 contains 4483 members 
Mstep: Class 24 contains 2335 members 
Mstep: Class 25 contains 38975 members 
Mstep: Class 26 contains 37429 members 
Mstep: Class 27 contains 6903 members 
Mstep: Class 28 contains 25996 members 
Mstep: Class 29 contains 7854 members 
Mstep: Class 30 contains 24855 members 
Mstep: Class 31 contains 5821 members 
Mstep: Class 32 contains 17807 members 
Mstep: Class 33 contains 421 members 
Mstep: Class 34 contains 11657 members 
Mstep: Class 35 contains 62420 members 
Mstep: Class 36 contains 26374 members 
Mstep: Class 37 contains 7322 members 
Mstep: Class 38 contains 250 members 
Mstep: Class 39 contains 3581 members 
Mstep: Class 40 contains 2929 members 
Mstep: Class 41 contains 17047 members 
Mstep: Class 42 contains 10819 members 
Mstep: Class 43 contains 492 members 
Mstep: Class 44 contains 2847 members 
Mstep: Class 45 contains 389 members 
Mstep: Class 46 contains 10492 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27559 members 
Mstep: Class 49 contains 7567 members 
Mstep: Class 50 contains 315 members 
Mstep: Class 51 contains 27243 members 
Mstep: Class 52 contains 266 members 
Mstep: Class 53 contains 463 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 330 members 
Mstep: Class 56 contains 1111 members 
Mstep: Class 57 contains 600 members 
Mstep: Class 58 contains 389 members 
Mstep: Class 59 contains 1028 members 
Mstep: Class 60 contains 357 members 
Mstep: Class 61 contains 306 members 
Mstep: Class 62 contains 194 members 
Mstep: Class 63 contains 2463 members 
Mstep: Class 64 contains 886 members 
Mstep: Class 65 contains 553 members 
Mstep: Class 66 contains 674 members 
Mstep: Class 67 contains 1501 members 
Mstep: Class 68 contains 222 members 
Mstep: Class 69 contains 275 members 
Mstep: Class 70 contains 152 members 
Mstep: Class 71 contains 511 members 
Mstep: Class 72 contains 254 members 
Mstep: Class 73 contains 214 members 
Mstep: Class 74 contains 2235 members 
Mstep: Class 75 contains 322 members 
Mstep: Class 76 contains 146 members 
Entering Unmasked Estep 
Score: -147525696.000000 Penalty: 263645.656250
Splitting cluster 62 changes total score from -147525808.000000 to -147525696.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 63 (2463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Entering Unmasked Estep 
Score: -320843.625000 Penalty: 1936.665527
	Iteration 0F: 2 clusters Score -320843.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -318151.968750 Penalty: 3873.331055
	Iteration 0F: 3 clusters Score -318152 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -319563.687500 Penalty: 3873.331055
	Iteration 1F: 3 clusters Score -319563.7 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -320161.437500 Penalty: 3873.331055
	Iteration 2F: 3 clusters Score -320161.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -320577.000000 Penalty: 3873.331055
	Iteration 3F: 3 clusters Score -320577 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -320804.625000 Penalty: 3873.331055
	Iteration 4F: 3 clusters Score -320804.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -320941.250000 Penalty: 3873.331055
	Iteration 5Q: 3 clusters Score -320941.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -321029.000000 Penalty: 3873.331055
	Iteration 6Q: 3 clusters Score -321029 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -321088.281250 Penalty: 3873.331055
	Iteration 7Q: 3 clusters Score -321088.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -321129.250000 Penalty: 3873.331055
	Iteration 8Q: 3 clusters Score -321129.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -321173.593750 Penalty: 3873.331055
	Iteration 9Q: 3 clusters Score -321173.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -321200.500000 Penalty: 3873.331055
	Iteration 10Q: 3 clusters Score -321200.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -321229.312500 Penalty: 3873.331055
	Iteration 11Q: 3 clusters Score -321229.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -321256.750000 Penalty: 3873.331055
	Iteration 12Q: 3 clusters Score -321256.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -321269.187500 Penalty: 3873.331055
	Iteration 13Q: 3 clusters Score -321269.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -321287.468750 Penalty: 3873.331055
	Iteration 14Q: 3 clusters Score -321287.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -321300.937500 Penalty: 3873.331055
	Iteration 15Q: 3 clusters Score -321300.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -321304.875000 Penalty: 3873.331055
	Iteration 16Q: 3 clusters Score -321304.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -321313.125000 Penalty: 3873.331055
	Iteration 17Q: 3 clusters Score -321313.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -321315.812500 Penalty: 3873.331055
	Iteration 18Q: 3 clusters Score -321315.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -321322.750000 Penalty: 3873.331055
	Iteration 19Q: 3 clusters Score -321322.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -321335.687500 Penalty: 3873.331055
	Iteration 20F: 3 clusters Score -321335.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -321351.000000 Penalty: 3873.331055
	Iteration 21Q: 3 clusters Score -321351 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -321360.687500 Penalty: 3873.331055
	Iteration 22Q: 3 clusters Score -321360.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -321365.375000 Penalty: 3873.331055
	Iteration 23Q: 3 clusters Score -321365.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -321374.343750 Penalty: 3873.331055
	Iteration 24Q: 3 clusters Score -321374.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -321394.562500 Penalty: 3873.331055
	Iteration 25Q: 3 clusters Score -321394.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -321396.875000 Penalty: 3873.331055
	Iteration 26Q: 3 clusters Score -321396.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -321402.187500 Penalty: 3873.331055
	Iteration 27Q: 3 clusters Score -321402.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -321402.718750 Penalty: 3873.331055
	Iteration 28Q: 3 clusters Score -321402.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -321403.968750 Penalty: 3873.331055
	Iteration 29Q: 3 clusters Score -321404 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -321403.968750 Penalty: 3873.331055
	Iteration 30F: 3 clusters Score -321404 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 2526 members 
Mstep: Class 3 contains 4149 members 
Mstep: Class 4 contains 11957 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2537 members 
Mstep: Class 7 contains 376 members 
Mstep: Class 8 contains 7689 members 
Mstep: Class 9 contains 174610 members 
Mstep: Class 10 contains 8484 members 
Mstep: Class 11 contains 4250 members 
Mstep: Class 12 contains 23534 members 
Mstep: Class 13 contains 4007 members 
Mstep: Class 14 contains 6622 members 
Mstep: Class 15 contains 186214 members 
Mstep: Class 16 contains 219303 members 
Mstep: Class 17 contains 16050 members 
Mstep: Class 18 contains 28747 members 
Mstep: Class 19 contains 331 members 
Mstep: Class 20 contains 4183 members 
Mstep: Class 21 contains 22931 members 
Mstep: Class 22 contains 40117 members 
Mstep: Class 23 contains 4483 members 
Mstep: Class 24 contains 2335 members 
Mstep: Class 25 contains 38975 members 
Mstep: Class 26 contains 37429 members 
Mstep: Class 27 contains 6903 members 
Mstep: Class 28 contains 25996 members 
Mstep: Class 29 contains 7854 members 
Mstep: Class 30 contains 24855 members 
Mstep: Class 31 contains 5821 members 
Mstep: Class 32 contains 17807 members 
Mstep: Class 33 contains 421 members 
Mstep: Class 34 contains 11657 members 
Mstep: Class 35 contains 62420 members 
Mstep: Class 36 contains 26374 members 
Mstep: Class 37 contains 7322 members 
Mstep: Class 38 contains 250 members 
Mstep: Class 39 contains 3581 members 
Mstep: Class 40 contains 2929 members 
Mstep: Class 41 contains 17047 members 
Mstep: Class 42 contains 10819 members 
Mstep: Class 43 contains 492 members 
Mstep: Class 44 contains 2847 members 
Mstep: Class 45 contains 389 members 
Mstep: Class 46 contains 10492 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27559 members 
Mstep: Class 49 contains 7567 members 
Mstep: Class 50 contains 315 members 
Mstep: Class 51 contains 27243 members 
Mstep: Class 52 contains 266 members 
Mstep: Class 53 contains 463 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 330 members 
Mstep: Class 56 contains 1111 members 
Mstep: Class 57 contains 600 members 
Mstep: Class 58 contains 389 members 
Mstep: Class 59 contains 1028 members 
Mstep: Class 60 contains 357 members 
Mstep: Class 61 contains 306 members 
Mstep: Class 62 contains 340 members 
Mstep: Class 63 contains 828 members 
Mstep: Class 64 contains 886 members 
Mstep: Class 65 contains 553 members 
Mstep: Class 66 contains 674 members 
Mstep: Class 67 contains 1501 members 
Mstep: Class 68 contains 222 members 
Mstep: Class 69 contains 275 members 
Mstep: Class 70 contains 152 members 
Mstep: Class 71 contains 511 members 
Mstep: Class 72 contains 254 members 
Mstep: Class 73 contains 214 members 
Mstep: Class 74 contains 2235 members 
Mstep: Class 75 contains 322 members 
Mstep: Class 76 contains 1635 members 
Entering Unmasked Estep 
Score: -147526272.000000 Penalty: 263645.656250
Splitting cluster 63 changes total score from -147525808.000000 to -147526272.000000
So it's getting split into cluster 76.
Entering ConstructFrom: 
Trying to split cluster 64 (886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Entering Unmasked Estep 
Score: -123230.820312 Penalty: 1683.105835
	Iteration 0F: 2 clusters Score -123230.8 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 468 members 
Entering Unmasked Estep 
Score: -121462.289062 Penalty: 3366.211670
	Iteration 0F: 3 clusters Score -121462.3 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -122414.835938 Penalty: 3366.211670
	Iteration 1F: 3 clusters Score -122414.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -123213.093750 Penalty: 3366.211670
	Iteration 2F: 3 clusters Score -123213.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -123573.742188 Penalty: 3366.211670
	Iteration 3F: 3 clusters Score -123573.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -123805.226562 Penalty: 3366.211670
	Iteration 4Q: 3 clusters Score -123805.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -124165.445312 Penalty: 3366.211670
	Iteration 5Q: 3 clusters Score -124165.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -124386.492188 Penalty: 3366.211670
	Iteration 6Q: 3 clusters Score -124386.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -124416.820312 Penalty: 3366.211670
	Iteration 7Q: 3 clusters Score -124416.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -124465.390625 Penalty: 3366.211670
	Iteration 8Q: 3 clusters Score -124465.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -124470.250000 Penalty: 3366.211670
	Iteration 9Q: 3 clusters Score -124470.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -124481.515625 Penalty: 3366.211670
	Iteration 10Q: 3 clusters Score -124481.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -124486.445312 Penalty: 3366.211670
	Iteration 11Q: 3 clusters Score -124486.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -124491.875000 Penalty: 3366.211670
	Iteration 12Q: 3 clusters Score -124491.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -124498.109375 Penalty: 3366.211670
	Iteration 13F: 3 clusters Score -124498.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -124511.898438 Penalty: 3366.211670
	Iteration 14Q: 3 clusters Score -124511.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -124583.125000 Penalty: 3366.211670
	Iteration 15Q: 3 clusters Score -124583.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -124650.304688 Penalty: 3366.211670
	Iteration 16Q: 3 clusters Score -124650.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -124658.210938 Penalty: 3366.211670
	Iteration 17Q: 3 clusters Score -124658.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -124658.210938 Penalty: 3366.211670
	Iteration 18F: 3 clusters Score -124658.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 2526 members 
Mstep: Class 3 contains 4149 members 
Mstep: Class 4 contains 11957 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2537 members 
Mstep: Class 7 contains 376 members 
Mstep: Class 8 contains 7689 members 
Mstep: Class 9 contains 174610 members 
Mstep: Class 10 contains 8484 members 
Mstep: Class 11 contains 4250 members 
Mstep: Class 12 contains 23534 members 
Mstep: Class 13 contains 4007 members 
Mstep: Class 14 contains 6622 members 
Mstep: Class 15 contains 186214 members 
Mstep: Class 16 contains 219303 members 
Mstep: Class 17 contains 16050 members 
Mstep: Class 18 contains 28747 members 
Mstep: Class 19 contains 331 members 
Mstep: Class 20 contains 4183 members 
Mstep: Class 21 contains 22931 members 
Mstep: Class 22 contains 40117 members 
Mstep: Class 23 contains 4483 members 
Mstep: Class 24 contains 2335 members 
Mstep: Class 25 contains 38975 members 
Mstep: Class 26 contains 37429 members 
Mstep: Class 27 contains 6903 members 
Mstep: Class 28 contains 25996 members 
Mstep: Class 29 contains 7854 members 
Mstep: Class 30 contains 24855 members 
Mstep: Class 31 contains 5821 members 
Mstep: Class 32 contains 17807 members 
Mstep: Class 33 contains 421 members 
Mstep: Class 34 contains 11657 members 
Mstep: Class 35 contains 62420 members 
Mstep: Class 36 contains 26374 members 
Mstep: Class 37 contains 7322 members 
Mstep: Class 38 contains 250 members 
Mstep: Class 39 contains 3581 members 
Mstep: Class 40 contains 2929 members 
Mstep: Class 41 contains 17047 members 
Mstep: Class 42 contains 10819 members 
Mstep: Class 43 contains 492 members 
Mstep: Class 44 contains 2847 members 
Mstep: Class 45 contains 389 members 
Mstep: Class 46 contains 10492 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27559 members 
Mstep: Class 49 contains 7567 members 
Mstep: Class 50 contains 315 members 
Mstep: Class 51 contains 27243 members 
Mstep: Class 52 contains 266 members 
Mstep: Class 53 contains 463 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 330 members 
Mstep: Class 56 contains 1111 members 
Mstep: Class 57 contains 600 members 
Mstep: Class 58 contains 389 members 
Mstep: Class 59 contains 1028 members 
Mstep: Class 60 contains 357 members 
Mstep: Class 61 contains 306 members 
Mstep: Class 62 contains 340 members 
Mstep: Class 63 contains 828 members 
Mstep: Class 64 contains 457 members 
Mstep: Class 65 contains 553 members 
Mstep: Class 66 contains 674 members 
Mstep: Class 67 contains 1501 members 
Mstep: Class 68 contains 222 members 
Mstep: Class 69 contains 275 members 
Mstep: Class 70 contains 152 members 
Mstep: Class 71 contains 511 members 
Mstep: Class 72 contains 254 members 
Mstep: Class 73 contains 214 members 
Mstep: Class 74 contains 2235 members 
Mstep: Class 75 contains 322 members 
Mstep: Class 76 contains 1635 members 
Mstep: Class 77 contains 429 members 
Entering Unmasked Estep 
Score: -147526112.000000 Penalty: 267114.687500
Splitting cluster 64 changes total score from -147525808.000000 to -147526112.000000
So it's getting split into cluster 77.
Entering ConstructFrom: 
Trying to split cluster 65 (553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Entering Unmasked Estep 
Score: -76556.828125 Penalty: 1566.208862
	Iteration 0F: 2 clusters Score -76556.83 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 272 members 
Entering Unmasked Estep 
Score: -75147.257812 Penalty: 3132.417725
	Iteration 0F: 3 clusters Score -75147.26 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -76164.593750 Penalty: 3132.417725
	Iteration 1F: 3 clusters Score -76164.59 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -77180.289062 Penalty: 3132.417725
	Iteration 2F: 3 clusters Score -77180.29 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -77666.515625 Penalty: 3132.417725
	Iteration 3F: 3 clusters Score -77666.52 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -77842.296875 Penalty: 3132.417725
	Iteration 4Q: 3 clusters Score -77842.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -77953.203125 Penalty: 3132.417725
	Iteration 5Q: 3 clusters Score -77953.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -78372.781250 Penalty: 3132.417725
	Iteration 6Q: 3 clusters Score -78372.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -78399.546875 Penalty: 3132.417725
	Iteration 7Q: 3 clusters Score -78399.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -78399.546875 Penalty: 3132.417725
	Iteration 8F: 3 clusters Score -78399.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 2526 members 
Mstep: Class 3 contains 4149 members 
Mstep: Class 4 contains 11957 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2537 members 
Mstep: Class 7 contains 376 members 
Mstep: Class 8 contains 7689 members 
Mstep: Class 9 contains 174610 members 
Mstep: Class 10 contains 8484 members 
Mstep: Class 11 contains 4250 members 
Mstep: Class 12 contains 23534 members 
Mstep: Class 13 contains 4007 members 
Mstep: Class 14 contains 6622 members 
Mstep: Class 15 contains 186214 members 
Mstep: Class 16 contains 219303 members 
Mstep: Class 17 contains 16050 members 
Mstep: Class 18 contains 28747 members 
Mstep: Class 19 contains 331 members 
Mstep: Class 20 contains 4183 members 
Mstep: Class 21 contains 22931 members 
Mstep: Class 22 contains 40117 members 
Mstep: Class 23 contains 4483 members 
Mstep: Class 24 contains 2335 members 
Mstep: Class 25 contains 38975 members 
Mstep: Class 26 contains 37429 members 
Mstep: Class 27 contains 6903 members 
Mstep: Class 28 contains 25996 members 
Mstep: Class 29 contains 7854 members 
Mstep: Class 30 contains 24855 members 
Mstep: Class 31 contains 5821 members 
Mstep: Class 32 contains 17807 members 
Mstep: Class 33 contains 421 members 
Mstep: Class 34 contains 11657 members 
Mstep: Class 35 contains 62420 members 
Mstep: Class 36 contains 26374 members 
Mstep: Class 37 contains 7322 members 
Mstep: Class 38 contains 250 members 
Mstep: Class 39 contains 3581 members 
Mstep: Class 40 contains 2929 members 
Mstep: Class 41 contains 17047 members 
Mstep: Class 42 contains 10819 members 
Mstep: Class 43 contains 492 members 
Mstep: Class 44 contains 2847 members 
Mstep: Class 45 contains 389 members 
Mstep: Class 46 contains 10492 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27559 members 
Mstep: Class 49 contains 7567 members 
Mstep: Class 50 contains 315 members 
Mstep: Class 51 contains 27243 members 
Mstep: Class 52 contains 266 members 
Mstep: Class 53 contains 463 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 330 members 
Mstep: Class 56 contains 1111 members 
Mstep: Class 57 contains 600 members 
Mstep: Class 58 contains 389 members 
Mstep: Class 59 contains 1028 members 
Mstep: Class 60 contains 357 members 
Mstep: Class 61 contains 306 members 
Mstep: Class 62 contains 340 members 
Mstep: Class 63 contains 828 members 
Mstep: Class 64 contains 457 members 
Mstep: Class 65 contains 353 members 
Mstep: Class 66 contains 674 members 
Mstep: Class 67 contains 1501 members 
Mstep: Class 68 contains 222 members 
Mstep: Class 69 contains 275 members 
Mstep: Class 70 contains 152 members 
Mstep: Class 71 contains 511 members 
Mstep: Class 72 contains 254 members 
Mstep: Class 73 contains 214 members 
Mstep: Class 74 contains 2235 members 
Mstep: Class 75 contains 322 members 
Mstep: Class 76 contains 1635 members 
Mstep: Class 77 contains 429 members 
Mstep: Class 78 contains 200 members 
Entering Unmasked Estep 
Score: -147526080.000000 Penalty: 270583.718750
Splitting cluster 65 changes total score from -147525808.000000 to -147526080.000000
So it's getting split into cluster 78.
Entering ConstructFrom: 
Trying to split cluster 66 (674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Entering Unmasked Estep 
Score: -95833.726562 Penalty: 1615.281128
	Iteration 0F: 2 clusters Score -95833.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -94283.406250 Penalty: 3230.562256
	Iteration 0F: 3 clusters Score -94283.41 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -95051.414062 Penalty: 3230.562256
	Iteration 1F: 3 clusters Score -95051.41 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -95459.023438 Penalty: 3230.562256
	Iteration 2F: 3 clusters Score -95459.02 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -95843.320312 Penalty: 3230.562256
	Iteration 3F: 3 clusters Score -95843.32 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -96037.500000 Penalty: 3230.562256
	Iteration 4Q: 3 clusters Score -96037.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -96128.937500 Penalty: 3230.562256
	Iteration 5Q: 3 clusters Score -96128.94 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -96212.906250 Penalty: 3230.562256
	Iteration 6Q: 3 clusters Score -96212.91 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -96316.406250 Penalty: 3230.562256
	Iteration 7Q: 3 clusters Score -96316.41 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -96408.132812 Penalty: 3230.562256
	Iteration 8Q: 3 clusters Score -96408.13 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -96491.343750 Penalty: 3230.562256
	Iteration 9Q: 3 clusters Score -96491.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -96528.109375 Penalty: 3230.562256
	Iteration 10Q: 3 clusters Score -96528.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -96528.109375 Penalty: 3230.562256
	Iteration 11F: 3 clusters Score -96528.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 2526 members 
Mstep: Class 3 contains 4149 members 
Mstep: Class 4 contains 11957 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2537 members 
Mstep: Class 7 contains 376 members 
Mstep: Class 8 contains 7689 members 
Mstep: Class 9 contains 174610 members 
Mstep: Class 10 contains 8484 members 
Mstep: Class 11 contains 4250 members 
Mstep: Class 12 contains 23534 members 
Mstep: Class 13 contains 4007 members 
Mstep: Class 14 contains 6622 members 
Mstep: Class 15 contains 186214 members 
Mstep: Class 16 contains 219303 members 
Mstep: Class 17 contains 16050 members 
Mstep: Class 18 contains 28747 members 
Mstep: Class 19 contains 331 members 
Mstep: Class 20 contains 4183 members 
Mstep: Class 21 contains 22931 members 
Mstep: Class 22 contains 40117 members 
Mstep: Class 23 contains 4483 members 
Mstep: Class 24 contains 2335 members 
Mstep: Class 25 contains 38975 members 
Mstep: Class 26 contains 37429 members 
Mstep: Class 27 contains 6903 members 
Mstep: Class 28 contains 25996 members 
Mstep: Class 29 contains 7854 members 
Mstep: Class 30 contains 24855 members 
Mstep: Class 31 contains 5821 members 
Mstep: Class 32 contains 17807 members 
Mstep: Class 33 contains 421 members 
Mstep: Class 34 contains 11657 members 
Mstep: Class 35 contains 62420 members 
Mstep: Class 36 contains 26374 members 
Mstep: Class 37 contains 7322 members 
Mstep: Class 38 contains 250 members 
Mstep: Class 39 contains 3581 members 
Mstep: Class 40 contains 2929 members 
Mstep: Class 41 contains 17047 members 
Mstep: Class 42 contains 10819 members 
Mstep: Class 43 contains 492 members 
Mstep: Class 44 contains 2847 members 
Mstep: Class 45 contains 389 members 
Mstep: Class 46 contains 10492 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27559 members 
Mstep: Class 49 contains 7567 members 
Mstep: Class 50 contains 315 members 
Mstep: Class 51 contains 27243 members 
Mstep: Class 52 contains 266 members 
Mstep: Class 53 contains 463 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 330 members 
Mstep: Class 56 contains 1111 members 
Mstep: Class 57 contains 600 members 
Mstep: Class 58 contains 389 members 
Mstep: Class 59 contains 1028 members 
Mstep: Class 60 contains 357 members 
Mstep: Class 61 contains 306 members 
Mstep: Class 62 contains 340 members 
Mstep: Class 63 contains 828 members 
Mstep: Class 64 contains 457 members 
Mstep: Class 65 contains 353 members 
Mstep: Class 66 contains 259 members 
Mstep: Class 67 contains 1501 members 
Mstep: Class 68 contains 222 members 
Mstep: Class 69 contains 275 members 
Mstep: Class 70 contains 152 members 
Mstep: Class 71 contains 511 members 
Mstep: Class 72 contains 254 members 
Mstep: Class 73 contains 214 members 
Mstep: Class 74 contains 2235 members 
Mstep: Class 75 contains 322 members 
Mstep: Class 76 contains 1635 members 
Mstep: Class 77 contains 429 members 
Mstep: Class 78 contains 200 members 
Mstep: Class 79 contains 415 members 
Entering Unmasked Estep 
Score: -147524896.000000 Penalty: 274052.718750
Splitting cluster 66 changes total score from -147525808.000000 to -147524896.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 2526 members 
Mstep: Class 3 contains 4149 members 
Mstep: Class 4 contains 11957 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2537 members 
Mstep: Class 7 contains 376 members 
Mstep: Class 8 contains 7689 members 
Mstep: Class 9 contains 174610 members 
Mstep: Class 10 contains 8484 members 
Mstep: Class 11 contains 4250 members 
Mstep: Class 12 contains 23534 members 
Mstep: Class 13 contains 4007 members 
Mstep: Class 14 contains 6622 members 
Mstep: Class 15 contains 186214 members 
Mstep: Class 16 contains 219303 members 
Mstep: Class 17 contains 16050 members 
Mstep: Class 18 contains 28747 members 
Mstep: Class 19 contains 331 members 
Mstep: Class 20 contains 4183 members 
Mstep: Class 21 contains 22931 members 
Mstep: Class 22 contains 40117 members 
Mstep: Class 23 contains 4483 members 
Mstep: Class 24 contains 2335 members 
Mstep: Class 25 contains 38975 members 
Mstep: Class 26 contains 37429 members 
Mstep: Class 27 contains 6903 members 
Mstep: Class 28 contains 25996 members 
Mstep: Class 29 contains 7854 members 
Mstep: Class 30 contains 24855 members 
Mstep: Class 31 contains 5821 members 
Mstep: Class 32 contains 17807 members 
Mstep: Class 33 contains 421 members 
Mstep: Class 34 contains 11657 members 
Mstep: Class 35 contains 62420 members 
Mstep: Class 36 contains 26374 members 
Mstep: Class 37 contains 7322 members 
Mstep: Class 38 contains 250 members 
Mstep: Class 39 contains 3581 members 
Mstep: Class 40 contains 2929 members 
Mstep: Class 41 contains 17047 members 
Mstep: Class 42 contains 10819 members 
Mstep: Class 43 contains 492 members 
Mstep: Class 44 contains 2847 members 
Mstep: Class 45 contains 389 members 
Mstep: Class 46 contains 10492 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27559 members 
Mstep: Class 49 contains 7567 members 
Mstep: Class 50 contains 315 members 
Mstep: Class 51 contains 27243 members 
Mstep: Class 52 contains 266 members 
Mstep: Class 53 contains 463 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 330 members 
Mstep: Class 56 contains 1111 members 
Mstep: Class 57 contains 600 members 
Mstep: Class 58 contains 389 members 
Mstep: Class 59 contains 1028 members 
Mstep: Class 60 contains 357 members 
Mstep: Class 61 contains 306 members 
Mstep: Class 62 contains 340 members 
Mstep: Class 63 contains 828 members 
Mstep: Class 64 contains 457 members 
Mstep: Class 65 contains 353 members 
Mstep: Class 66 contains 674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147527360.000000 Penalty: 270583.718750
Iteration 199Q: 79 clusters Score -1.475274e+08 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 2526 members 
Mstep: Class 3 contains 4148 members 
Mstep: Class 4 contains 11954 members 
Mstep: Class 5 contains 2984 members 
Mstep: Class 6 contains 2537 members 
Mstep: Class 7 contains 368 members 
Mstep: Class 8 contains 7684 members 
Mstep: Class 9 contains 174599 members 
Mstep: Class 10 contains 8483 members 
Mstep: Class 11 contains 4248 members 
Mstep: Class 12 contains 23529 members 
Mstep: Class 13 contains 4007 members 
Mstep: Class 14 contains 6624 members 
Mstep: Class 15 contains 186151 members 
Mstep: Class 16 contains 219290 members 
Mstep: Class 17 contains 16024 members 
Mstep: Class 18 contains 28735 members 
Mstep: Class 19 contains 332 members 
Mstep: Class 20 contains 4183 members 
Mstep: Class 21 contains 22927 members 
Mstep: Class 22 contains 40118 members 
Mstep: Class 23 contains 4483 members 
Mstep: Class 24 contains 2409 members 
Mstep: Class 25 contains 38983 members 
Mstep: Class 26 contains 37429 members 
Mstep: Class 27 contains 6901 members 
Mstep: Class 28 contains 26000 members 
Mstep: Class 29 contains 7854 members 
Mstep: Class 30 contains 24855 members 
Mstep: Class 31 contains 5820 members 
Mstep: Class 32 contains 17809 members 
Mstep: Class 33 contains 429 members 
Mstep: Class 34 contains 11658 members 
Mstep: Class 35 contains 62419 members 
Mstep: Class 36 contains 26371 members 
Mstep: Class 37 contains 7322 members 
Mstep: Class 38 contains 255 members 
Mstep: Class 39 contains 3581 members 
Mstep: Class 40 contains 2931 members 
Mstep: Class 41 contains 17104 members 
Mstep: Class 42 contains 10836 members 
Mstep: Class 43 contains 492 members 
Mstep: Class 44 contains 2847 members 
Mstep: Class 45 contains 402 members 
Mstep: Class 46 contains 10492 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27557 members 
Mstep: Class 49 contains 7581 members 
Mstep: Class 50 contains 315 members 
Mstep: Class 51 contains 27288 members 
Mstep: Class 52 contains 274 members 
Mstep: Class 53 contains 465 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 346 members 
Mstep: Class 56 contains 1111 members 
Mstep: Class 57 contains 606 members 
Mstep: Class 58 contains 392 members 
Mstep: Class 59 contains 1040 members 
Mstep: Class 60 contains 355 members 
Mstep: Class 61 contains 291 members 
Mstep: Class 62 contains 341 members 
Mstep: Class 63 contains 895 members 
Mstep: Class 64 contains 456 members 
Mstep: Class 65 contains 352 members 
Mstep: Class 66 contains 671 members 
Mstep: Class 67 contains 1471 members 
Mstep: Class 68 contains 221 members 
Mstep: Class 69 contains 283 members 
Mstep: Class 70 contains 150 members 
Mstep: Class 71 contains 510 members 
Mstep: Class 72 contains 250 members 
Mstep: Class 73 contains 217 members 
Mstep: Class 74 contains 2085 members 
Mstep: Class 75 contains 315 members 
Mstep: Class 76 contains 1647 members 
Mstep: Class 77 contains 421 members 
Mstep: Class 78 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147529280.000000 Penalty: 270583.718750
Iteration 200F: 79 clusters Score -1.475293e+08 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 2526 members 
Mstep: Class 3 contains 4148 members 
Mstep: Class 4 contains 11953 members 
Mstep: Class 5 contains 2986 members 
Mstep: Class 6 contains 2537 members 
Mstep: Class 7 contains 366 members 
Mstep: Class 8 contains 7679 members 
Mstep: Class 9 contains 174583 members 
Mstep: Class 10 contains 8481 members 
Mstep: Class 11 contains 4247 members 
Mstep: Class 12 contains 23526 members 
Mstep: Class 13 contains 4007 members 
Mstep: Class 14 contains 6624 members 
Mstep: Class 15 contains 186084 members 
Mstep: Class 16 contains 219282 members 
Mstep: Class 17 contains 16004 members 
Mstep: Class 18 contains 28719 members 
Mstep: Class 19 contains 332 members 
Mstep: Class 20 contains 4183 members 
Mstep: Class 21 contains 22921 members 
Mstep: Class 22 contains 40131 members 
Mstep: Class 23 contains 4483 members 
Mstep: Class 24 contains 2378 members 
Mstep: Class 25 contains 38988 members 
Mstep: Class 26 contains 37431 members 
Mstep: Class 27 contains 6897 members 
Mstep: Class 28 contains 25993 members 
Mstep: Class 29 contains 7854 members 
Mstep: Class 30 contains 24846 members 
Mstep: Class 31 contains 5817 members 
Mstep: Class 32 contains 17813 members 
Mstep: Class 33 contains 432 members 
Mstep: Class 34 contains 11658 members 
Mstep: Class 35 contains 62419 members 
Mstep: Class 36 contains 26371 members 
Mstep: Class 37 contains 7322 members 
Mstep: Class 38 contains 255 members 
Mstep: Class 39 contains 3581 members 
Mstep: Class 40 contains 2932 members 
Mstep: Class 41 contains 17171 members 
Mstep: Class 42 contains 10858 members 
Mstep: Class 43 contains 491 members 
Mstep: Class 44 contains 2847 members 
Mstep: Class 45 contains 413 members 
Mstep: Class 46 contains 10492 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27557 members 
Mstep: Class 49 contains 7589 members 
Mstep: Class 50 contains 314 members 
Mstep: Class 51 contains 27331 members 
Mstep: Class 52 contains 253 members 
Mstep: Class 53 contains 455 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 357 members 
Mstep: Class 56 contains 1111 members 
Mstep: Class 57 contains 618 members 
Mstep: Class 58 contains 393 members 
Mstep: Class 59 contains 1027 members 
Mstep: Class 60 contains 348 members 
Mstep: Class 61 contains 277 members 
Mstep: Class 62 contains 338 members 
Mstep: Class 63 contains 903 members 
Mstep: Class 64 contains 454 members 
Mstep: Class 65 contains 351 members 
Mstep: Class 66 contains 659 members 
Mstep: Class 67 contains 1460 members 
Mstep: Class 68 contains 220 members 
Mstep: Class 69 contains 291 members 
Mstep: Class 70 contains 148 members 
Mstep: Class 71 contains 509 members 
Mstep: Class 72 contains 249 members 
Mstep: Class 73 contains 220 members 
Mstep: Class 74 contains 2007 members 
Mstep: Class 75 contains 313 members 
Mstep: Class 76 contains 1805 members 
Mstep: Class 77 contains 422 members 
Mstep: Class 78 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147530384.000000 Penalty: 270583.718750
Iteration 201Q: 79 clusters Score -1.475304e+08 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 2526 members 
Mstep: Class 3 contains 4148 members 
Mstep: Class 4 contains 11950 members 
Mstep: Class 5 contains 2990 members 
Mstep: Class 6 contains 2537 members 
Mstep: Class 7 contains 363 members 
Mstep: Class 8 contains 7681 members 
Mstep: Class 9 contains 174571 members 
Mstep: Class 10 contains 8481 members 
Mstep: Class 11 contains 4248 members 
Mstep: Class 12 contains 23523 members 
Mstep: Class 13 contains 4007 members 
Mstep: Class 14 contains 6624 members 
Mstep: Class 15 contains 186039 members 
Mstep: Class 16 contains 219273 members 
Mstep: Class 17 contains 15978 members 
Mstep: Class 18 contains 28708 members 
Mstep: Class 19 contains 333 members 
Mstep: Class 20 contains 4183 members 
Mstep: Class 21 contains 22909 members 
Mstep: Class 22 contains 40159 members 
Mstep: Class 23 contains 4483 members 
Mstep: Class 24 contains 2355 members 
Mstep: Class 25 contains 38999 members 
Mstep: Class 26 contains 37433 members 
Mstep: Class 27 contains 6894 members 
Mstep: Class 28 contains 25983 members 
Mstep: Class 29 contains 7854 members 
Mstep: Class 30 contains 24832 members 
Mstep: Class 31 contains 5818 members 
Mstep: Class 32 contains 17809 members 
Mstep: Class 33 contains 437 members 
Mstep: Class 34 contains 11658 members 
Mstep: Class 35 contains 62419 members 
Mstep: Class 36 contains 26371 members 
Mstep: Class 37 contains 7322 members 
Mstep: Class 38 contains 254 members 
Mstep: Class 39 contains 3581 members 
Mstep: Class 40 contains 2932 members 
Mstep: Class 41 contains 17213 members 
Mstep: Class 42 contains 10872 members 
Mstep: Class 43 contains 489 members 
Mstep: Class 44 contains 2847 members 
Mstep: Class 45 contains 421 members 
Mstep: Class 46 contains 10493 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27558 members 
Mstep: Class 49 contains 7591 members 
Mstep: Class 50 contains 314 members 
Mstep: Class 51 contains 27374 members 
Mstep: Class 52 contains 249 members 
Mstep: Class 53 contains 448 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 361 members 
Mstep: Class 56 contains 1111 members 
Mstep: Class 57 contains 624 members 
Mstep: Class 58 contains 396 members 
Mstep: Class 59 contains 1013 members 
Mstep: Class 60 contains 345 members 
Mstep: Class 61 contains 269 members 
Mstep: Class 62 contains 336 members 
Mstep: Class 63 contains 911 members 
Mstep: Class 64 contains 453 members 
Mstep: Class 65 contains 350 members 
Mstep: Class 66 contains 652 members 
Mstep: Class 67 contains 1464 members 
Mstep: Class 68 contains 218 members 
Mstep: Class 69 contains 295 members 
Mstep: Class 70 contains 148 members 
Mstep: Class 71 contains 507 members 
Mstep: Class 72 contains 249 members 
Mstep: Class 73 contains 220 members 
Mstep: Class 74 contains 1954 members 
Mstep: Class 75 contains 312 members 
Mstep: Class 76 contains 1896 members 
Mstep: Class 77 contains 422 members 
Mstep: Class 78 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147530752.000000 Penalty: 270583.718750
Iteration 202Q: 79 clusters Score -1.475308e+08 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 2526 members 
Mstep: Class 3 contains 4148 members 
Mstep: Class 4 contains 11950 members 
Mstep: Class 5 contains 2992 members 
Mstep: Class 6 contains 2537 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7679 members 
Mstep: Class 9 contains 174556 members 
Mstep: Class 10 contains 8478 members 
Mstep: Class 11 contains 4247 members 
Mstep: Class 12 contains 23518 members 
Mstep: Class 13 contains 4007 members 
Mstep: Class 14 contains 6627 members 
Mstep: Class 15 contains 185999 members 
Mstep: Class 16 contains 219265 members 
Mstep: Class 17 contains 15960 members 
Mstep: Class 18 contains 28698 members 
Mstep: Class 19 contains 334 members 
Mstep: Class 20 contains 4183 members 
Mstep: Class 21 contains 22897 members 
Mstep: Class 22 contains 40197 members 
Mstep: Class 23 contains 4483 members 
Mstep: Class 24 contains 2341 members 
Mstep: Class 25 contains 39009 members 
Mstep: Class 26 contains 37434 members 
Mstep: Class 27 contains 6887 members 
Mstep: Class 28 contains 25978 members 
Mstep: Class 29 contains 7854 members 
Mstep: Class 30 contains 24825 members 
Mstep: Class 31 contains 5817 members 
Mstep: Class 32 contains 17805 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11658 members 
Mstep: Class 35 contains 62411 members 
Mstep: Class 36 contains 26374 members 
Mstep: Class 37 contains 7322 members 
Mstep: Class 38 contains 255 members 
Mstep: Class 39 contains 3581 members 
Mstep: Class 40 contains 2932 members 
Mstep: Class 41 contains 17252 members 
Mstep: Class 42 contains 10881 members 
Mstep: Class 43 contains 488 members 
Mstep: Class 44 contains 2847 members 
Mstep: Class 45 contains 425 members 
Mstep: Class 46 contains 10493 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27558 members 
Mstep: Class 49 contains 7593 members 
Mstep: Class 50 contains 313 members 
Mstep: Class 51 contains 27414 members 
Mstep: Class 52 contains 247 members 
Mstep: Class 53 contains 433 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 364 members 
Mstep: Class 56 contains 1111 members 
Mstep: Class 57 contains 630 members 
Mstep: Class 58 contains 396 members 
Mstep: Class 59 contains 1003 members 
Mstep: Class 60 contains 342 members 
Mstep: Class 61 contains 264 members 
Mstep: Class 62 contains 335 members 
Mstep: Class 63 contains 924 members 
Mstep: Class 64 contains 454 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 649 members 
Mstep: Class 67 contains 1483 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 296 members 
Mstep: Class 70 contains 149 members 
Mstep: Class 71 contains 496 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 216 members 
Mstep: Class 74 contains 1915 members 
Mstep: Class 75 contains 311 members 
Mstep: Class 76 contains 1958 members 
Mstep: Class 77 contains 422 members 
Mstep: Class 78 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147531616.000000 Penalty: 270583.718750
Iteration 203Q: 79 clusters Score -1.475316e+08 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 2526 members 
Mstep: Class 3 contains 4148 members 
Mstep: Class 4 contains 11948 members 
Mstep: Class 5 contains 2994 members 
Mstep: Class 6 contains 2537 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7678 members 
Mstep: Class 9 contains 174543 members 
Mstep: Class 10 contains 8476 members 
Mstep: Class 11 contains 4247 members 
Mstep: Class 12 contains 23513 members 
Mstep: Class 13 contains 4007 members 
Mstep: Class 14 contains 6629 members 
Mstep: Class 15 contains 185968 members 
Mstep: Class 16 contains 219251 members 
Mstep: Class 17 contains 15934 members 
Mstep: Class 18 contains 28691 members 
Mstep: Class 19 contains 335 members 
Mstep: Class 20 contains 4183 members 
Mstep: Class 21 contains 22900 members 
Mstep: Class 22 contains 40221 members 
Mstep: Class 23 contains 4483 members 
Mstep: Class 24 contains 2332 members 
Mstep: Class 25 contains 39021 members 
Mstep: Class 26 contains 37434 members 
Mstep: Class 27 contains 6886 members 
Mstep: Class 28 contains 25972 members 
Mstep: Class 29 contains 7855 members 
Mstep: Class 30 contains 24817 members 
Mstep: Class 31 contains 5812 members 
Mstep: Class 32 contains 17798 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11658 members 
Mstep: Class 35 contains 62405 members 
Mstep: Class 36 contains 26369 members 
Mstep: Class 37 contains 7322 members 
Mstep: Class 38 contains 256 members 
Mstep: Class 39 contains 3581 members 
Mstep: Class 40 contains 2932 members 
Mstep: Class 41 contains 17296 members 
Mstep: Class 42 contains 10887 members 
Mstep: Class 43 contains 487 members 
Mstep: Class 44 contains 2847 members 
Mstep: Class 45 contains 429 members 
Mstep: Class 46 contains 10492 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27558 members 
Mstep: Class 49 contains 7595 members 
Mstep: Class 50 contains 313 members 
Mstep: Class 51 contains 27458 members 
Mstep: Class 52 contains 240 members 
Mstep: Class 53 contains 410 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 365 members 
Mstep: Class 56 contains 1111 members 
Mstep: Class 57 contains 634 members 
Mstep: Class 58 contains 397 members 
Mstep: Class 59 contains 998 members 
Mstep: Class 60 contains 341 members 
Mstep: Class 61 contains 260 members 
Mstep: Class 62 contains 334 members 
Mstep: Class 63 contains 941 members 
Mstep: Class 64 contains 457 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 648 members 
Mstep: Class 67 contains 1512 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 296 members 
Mstep: Class 70 contains 149 members 
Mstep: Class 71 contains 487 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 213 members 
Mstep: Class 74 contains 1889 members 
Mstep: Class 75 contains 310 members 
Mstep: Class 76 contains 1987 members 
Mstep: Class 77 contains 423 members 
Mstep: Class 78 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147531904.000000 Penalty: 270583.718750
Iteration 204Q: 79 clusters Score -1.475319e+08 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 2526 members 
Mstep: Class 3 contains 4148 members 
Mstep: Class 4 contains 11946 members 
Mstep: Class 5 contains 2998 members 
Mstep: Class 6 contains 2537 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7678 members 
Mstep: Class 9 contains 174539 members 
Mstep: Class 10 contains 8474 members 
Mstep: Class 11 contains 4246 members 
Mstep: Class 12 contains 23512 members 
Mstep: Class 13 contains 4007 members 
Mstep: Class 14 contains 6630 members 
Mstep: Class 15 contains 185892 members 
Mstep: Class 16 contains 219238 members 
Mstep: Class 17 contains 15906 members 
Mstep: Class 18 contains 28677 members 
Mstep: Class 19 contains 335 members 
Mstep: Class 20 contains 4183 members 
Mstep: Class 21 contains 22900 members 
Mstep: Class 22 contains 40236 members 
Mstep: Class 23 contains 4483 members 
Mstep: Class 24 contains 2329 members 
Mstep: Class 25 contains 39031 members 
Mstep: Class 26 contains 37435 members 
Mstep: Class 27 contains 6886 members 
Mstep: Class 28 contains 25971 members 
Mstep: Class 29 contains 7855 members 
Mstep: Class 30 contains 24820 members 
Mstep: Class 31 contains 5808 members 
Mstep: Class 32 contains 17792 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11659 members 
Mstep: Class 35 contains 62398 members 
Mstep: Class 36 contains 26372 members 
Mstep: Class 37 contains 7322 members 
Mstep: Class 38 contains 256 members 
Mstep: Class 39 contains 3581 members 
Mstep: Class 40 contains 2932 members 
Mstep: Class 41 contains 17354 members 
Mstep: Class 42 contains 10894 members 
Mstep: Class 43 contains 487 members 
Mstep: Class 44 contains 2847 members 
Mstep: Class 45 contains 435 members 
Mstep: Class 46 contains 10493 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27559 members 
Mstep: Class 49 contains 7599 members 
Mstep: Class 50 contains 313 members 
Mstep: Class 51 contains 27511 members 
Mstep: Class 52 contains 240 members 
Mstep: Class 53 contains 390 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 366 members 
Mstep: Class 56 contains 1111 members 
Mstep: Class 57 contains 634 members 
Mstep: Class 58 contains 397 members 
Mstep: Class 59 contains 990 members 
Mstep: Class 60 contains 341 members 
Mstep: Class 61 contains 254 members 
Mstep: Class 62 contains 334 members 
Mstep: Class 63 contains 959 members 
Mstep: Class 64 contains 465 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 649 members 
Mstep: Class 67 contains 1545 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 296 members 
Mstep: Class 70 contains 149 members 
Mstep: Class 71 contains 471 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 212 members 
Mstep: Class 74 contains 1858 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2006 members 
Mstep: Class 77 contains 423 members 
Mstep: Class 78 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147532208.000000 Penalty: 270583.718750
Iteration 205Q: 79 clusters Score -1.475322e+08 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 2526 members 
Mstep: Class 3 contains 4148 members 
Mstep: Class 4 contains 11944 members 
Mstep: Class 5 contains 2999 members 
Mstep: Class 6 contains 2537 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7677 members 
Mstep: Class 9 contains 174522 members 
Mstep: Class 10 contains 8472 members 
Mstep: Class 11 contains 4244 members 
Mstep: Class 12 contains 23514 members 
Mstep: Class 13 contains 4007 members 
Mstep: Class 14 contains 6630 members 
Mstep: Class 15 contains 185816 members 
Mstep: Class 16 contains 219219 members 
Mstep: Class 17 contains 15872 members 
Mstep: Class 18 contains 28665 members 
Mstep: Class 19 contains 334 members 
Mstep: Class 20 contains 4183 members 
Mstep: Class 21 contains 22893 members 
Mstep: Class 22 contains 40263 members 
Mstep: Class 23 contains 4483 members 
Mstep: Class 24 contains 2332 members 
Mstep: Class 25 contains 39042 members 
Mstep: Class 26 contains 37435 members 
Mstep: Class 27 contains 6883 members 
Mstep: Class 28 contains 25968 members 
Mstep: Class 29 contains 7855 members 
Mstep: Class 30 contains 24821 members 
Mstep: Class 31 contains 5808 members 
Mstep: Class 32 contains 17798 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11660 members 
Mstep: Class 35 contains 62396 members 
Mstep: Class 36 contains 26373 members 
Mstep: Class 37 contains 7322 members 
Mstep: Class 38 contains 256 members 
Mstep: Class 39 contains 3581 members 
Mstep: Class 40 contains 2932 members 
Mstep: Class 41 contains 17420 members 
Mstep: Class 42 contains 10901 members 
Mstep: Class 43 contains 486 members 
Mstep: Class 44 contains 2847 members 
Mstep: Class 45 contains 442 members 
Mstep: Class 46 contains 10494 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27560 members 
Mstep: Class 49 contains 7605 members 
Mstep: Class 50 contains 313 members 
Mstep: Class 51 contains 27562 members 
Mstep: Class 52 contains 242 members 
Mstep: Class 53 contains 391 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 366 members 
Mstep: Class 56 contains 1111 members 
Mstep: Class 57 contains 636 members 
Mstep: Class 58 contains 398 members 
Mstep: Class 59 contains 982 members 
Mstep: Class 60 contains 341 members 
Mstep: Class 61 contains 247 members 
Mstep: Class 62 contains 334 members 
Mstep: Class 63 contains 973 members 
Mstep: Class 64 contains 484 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 650 members 
Mstep: Class 67 contains 1561 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 296 members 
Mstep: Class 70 contains 149 members 
Mstep: Class 71 contains 451 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 209 members 
Mstep: Class 74 contains 1815 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2024 members 
Mstep: Class 77 contains 422 members 
Mstep: Class 78 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147532800.000000 Penalty: 270583.718750
Iteration 206Q: 79 clusters Score -1.475328e+08 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 2526 members 
Mstep: Class 3 contains 4148 members 
Mstep: Class 4 contains 11945 members 
Mstep: Class 5 contains 3000 members 
Mstep: Class 6 contains 2537 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7676 members 
Mstep: Class 9 contains 174504 members 
Mstep: Class 10 contains 8470 members 
Mstep: Class 11 contains 4243 members 
Mstep: Class 12 contains 23513 members 
Mstep: Class 13 contains 4007 members 
Mstep: Class 14 contains 6631 members 
Mstep: Class 15 contains 185772 members 
Mstep: Class 16 contains 219196 members 
Mstep: Class 17 contains 15847 members 
Mstep: Class 18 contains 28659 members 
Mstep: Class 19 contains 334 members 
Mstep: Class 20 contains 4183 members 
Mstep: Class 21 contains 22890 members 
Mstep: Class 22 contains 40284 members 
Mstep: Class 23 contains 4483 members 
Mstep: Class 24 contains 2335 members 
Mstep: Class 25 contains 39044 members 
Mstep: Class 26 contains 37436 members 
Mstep: Class 27 contains 6882 members 
Mstep: Class 28 contains 25965 members 
Mstep: Class 29 contains 7855 members 
Mstep: Class 30 contains 24813 members 
Mstep: Class 31 contains 5805 members 
Mstep: Class 32 contains 17796 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11660 members 
Mstep: Class 35 contains 62394 members 
Mstep: Class 36 contains 26375 members 
Mstep: Class 37 contains 7322 members 
Mstep: Class 38 contains 256 members 
Mstep: Class 39 contains 3581 members 
Mstep: Class 40 contains 2932 members 
Mstep: Class 41 contains 17481 members 
Mstep: Class 42 contains 10915 members 
Mstep: Class 43 contains 486 members 
Mstep: Class 44 contains 2847 members 
Mstep: Class 45 contains 449 members 
Mstep: Class 46 contains 10494 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27560 members 
Mstep: Class 49 contains 7606 members 
Mstep: Class 50 contains 313 members 
Mstep: Class 51 contains 27603 members 
Mstep: Class 52 contains 243 members 
Mstep: Class 53 contains 395 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 365 members 
Mstep: Class 56 contains 1111 members 
Mstep: Class 57 contains 634 members 
Mstep: Class 58 contains 397 members 
Mstep: Class 59 contains 969 members 
Mstep: Class 60 contains 341 members 
Mstep: Class 61 contains 240 members 
Mstep: Class 62 contains 334 members 
Mstep: Class 63 contains 995 members 
Mstep: Class 64 contains 490 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 652 members 
Mstep: Class 67 contains 1560 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 297 members 
Mstep: Class 70 contains 149 members 
Mstep: Class 71 contains 446 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 209 members 
Mstep: Class 74 contains 1775 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2048 members 
Mstep: Class 77 contains 422 members 
Mstep: Class 78 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147533680.000000 Penalty: 270583.718750
Iteration 207Q: 79 clusters Score -1.475337e+08 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 2526 members 
Mstep: Class 3 contains 4148 members 
Mstep: Class 4 contains 11944 members 
Mstep: Class 5 contains 3001 members 
Mstep: Class 6 contains 2537 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7678 members 
Mstep: Class 9 contains 174481 members 
Mstep: Class 10 contains 8471 members 
Mstep: Class 11 contains 4242 members 
Mstep: Class 12 contains 23512 members 
Mstep: Class 13 contains 4007 members 
Mstep: Class 14 contains 6633 members 
Mstep: Class 15 contains 185720 members 
Mstep: Class 16 contains 219191 members 
Mstep: Class 17 contains 15823 members 
Mstep: Class 18 contains 28657 members 
Mstep: Class 19 contains 334 members 
Mstep: Class 20 contains 4183 members 
Mstep: Class 21 contains 22871 members 
Mstep: Class 22 contains 40309 members 
Mstep: Class 23 contains 4483 members 
Mstep: Class 24 contains 2338 members 
Mstep: Class 25 contains 39051 members 
Mstep: Class 26 contains 37437 members 
Mstep: Class 27 contains 6882 members 
Mstep: Class 28 contains 25962 members 
Mstep: Class 29 contains 7855 members 
Mstep: Class 30 contains 24809 members 
Mstep: Class 31 contains 5801 members 
Mstep: Class 32 contains 17801 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11660 members 
Mstep: Class 35 contains 62391 members 
Mstep: Class 36 contains 26377 members 
Mstep: Class 37 contains 7322 members 
Mstep: Class 38 contains 255 members 
Mstep: Class 39 contains 3581 members 
Mstep: Class 40 contains 2933 members 
Mstep: Class 41 contains 17544 members 
Mstep: Class 42 contains 10920 members 
Mstep: Class 43 contains 486 members 
Mstep: Class 44 contains 2847 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10494 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27561 members 
Mstep: Class 49 contains 7605 members 
Mstep: Class 50 contains 313 members 
Mstep: Class 51 contains 27631 members 
Mstep: Class 52 contains 245 members 
Mstep: Class 53 contains 399 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 365 members 
Mstep: Class 56 contains 1111 members 
Mstep: Class 57 contains 634 members 
Mstep: Class 58 contains 397 members 
Mstep: Class 59 contains 962 members 
Mstep: Class 60 contains 341 members 
Mstep: Class 61 contains 233 members 
Mstep: Class 62 contains 334 members 
Mstep: Class 63 contains 1010 members 
Mstep: Class 64 contains 495 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 652 members 
Mstep: Class 67 contains 1556 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 299 members 
Mstep: Class 70 contains 148 members 
Mstep: Class 71 contains 442 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 209 members 
Mstep: Class 74 contains 1751 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2058 members 
Mstep: Class 77 contains 422 members 
Mstep: Class 78 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147533968.000000 Penalty: 270583.718750
Iteration 208Q: 79 clusters Score -1.47534e+08 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 2526 members 
Mstep: Class 3 contains 4148 members 
Mstep: Class 4 contains 11944 members 
Mstep: Class 5 contains 3002 members 
Mstep: Class 6 contains 2537 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7679 members 
Mstep: Class 9 contains 174468 members 
Mstep: Class 10 contains 8473 members 
Mstep: Class 11 contains 4240 members 
Mstep: Class 12 contains 23512 members 
Mstep: Class 13 contains 4007 members 
Mstep: Class 14 contains 6633 members 
Mstep: Class 15 contains 185658 members 
Mstep: Class 16 contains 219177 members 
Mstep: Class 17 contains 15798 members 
Mstep: Class 18 contains 28653 members 
Mstep: Class 19 contains 334 members 
Mstep: Class 20 contains 4183 members 
Mstep: Class 21 contains 22857 members 
Mstep: Class 22 contains 40340 members 
Mstep: Class 23 contains 4483 members 
Mstep: Class 24 contains 2341 members 
Mstep: Class 25 contains 39060 members 
Mstep: Class 26 contains 37436 members 
Mstep: Class 27 contains 6879 members 
Mstep: Class 28 contains 25962 members 
Mstep: Class 29 contains 7854 members 
Mstep: Class 30 contains 24800 members 
Mstep: Class 31 contains 5792 members 
Mstep: Class 32 contains 17799 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11661 members 
Mstep: Class 35 contains 62392 members 
Mstep: Class 36 contains 26378 members 
Mstep: Class 37 contains 7323 members 
Mstep: Class 38 contains 254 members 
Mstep: Class 39 contains 3581 members 
Mstep: Class 40 contains 2933 members 
Mstep: Class 41 contains 17615 members 
Mstep: Class 42 contains 10927 members 
Mstep: Class 43 contains 486 members 
Mstep: Class 44 contains 2847 members 
Mstep: Class 45 contains 457 members 
Mstep: Class 46 contains 10494 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27560 members 
Mstep: Class 49 contains 7609 members 
Mstep: Class 50 contains 313 members 
Mstep: Class 51 contains 27661 members 
Mstep: Class 52 contains 246 members 
Mstep: Class 53 contains 402 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 366 members 
Mstep: Class 56 contains 1111 members 
Mstep: Class 57 contains 631 members 
Mstep: Class 58 contains 397 members 
Mstep: Class 59 contains 951 members 
Mstep: Class 60 contains 341 members 
Mstep: Class 61 contains 232 members 
Mstep: Class 62 contains 334 members 
Mstep: Class 63 contains 1024 members 
Mstep: Class 64 contains 498 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 654 members 
Mstep: Class 67 contains 1548 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 301 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 442 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 210 members 
Mstep: Class 74 contains 1729 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2074 members 
Mstep: Class 77 contains 422 members 
Mstep: Class 78 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147534304.000000 Penalty: 270583.718750
Iteration 209Q: 79 clusters Score -1.475343e+08 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 2526 members 
Mstep: Class 3 contains 4148 members 
Mstep: Class 4 contains 11945 members 
Mstep: Class 5 contains 3002 members 
Mstep: Class 6 contains 2537 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7678 members 
Mstep: Class 9 contains 174445 members 
Mstep: Class 10 contains 8475 members 
Mstep: Class 11 contains 4240 members 
Mstep: Class 12 contains 23513 members 
Mstep: Class 13 contains 4007 members 
Mstep: Class 14 contains 6635 members 
Mstep: Class 15 contains 185608 members 
Mstep: Class 16 contains 219164 members 
Mstep: Class 17 contains 15769 members 
Mstep: Class 18 contains 28647 members 
Mstep: Class 19 contains 334 members 
Mstep: Class 20 contains 4183 members 
Mstep: Class 21 contains 22846 members 
Mstep: Class 22 contains 40376 members 
Mstep: Class 23 contains 4483 members 
Mstep: Class 24 contains 2354 members 
Mstep: Class 25 contains 39072 members 
Mstep: Class 26 contains 37434 members 
Mstep: Class 27 contains 6877 members 
Mstep: Class 28 contains 25963 members 
Mstep: Class 29 contains 7854 members 
Mstep: Class 30 contains 24786 members 
Mstep: Class 31 contains 5788 members 
Mstep: Class 32 contains 17801 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11661 members 
Mstep: Class 35 contains 62389 members 
Mstep: Class 36 contains 26382 members 
Mstep: Class 37 contains 7325 members 
Mstep: Class 38 contains 253 members 
Mstep: Class 39 contains 3581 members 
Mstep: Class 40 contains 2933 members 
Mstep: Class 41 contains 17678 members 
Mstep: Class 42 contains 10934 members 
Mstep: Class 43 contains 486 members 
Mstep: Class 44 contains 2847 members 
Mstep: Class 45 contains 455 members 
Mstep: Class 46 contains 10493 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27560 members 
Mstep: Class 49 contains 7612 members 
Mstep: Class 50 contains 313 members 
Mstep: Class 51 contains 27684 members 
Mstep: Class 52 contains 246 members 
Mstep: Class 53 contains 406 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 368 members 
Mstep: Class 56 contains 1111 members 
Mstep: Class 57 contains 622 members 
Mstep: Class 58 contains 397 members 
Mstep: Class 59 contains 932 members 
Mstep: Class 60 contains 341 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 334 members 
Mstep: Class 63 contains 1032 members 
Mstep: Class 64 contains 498 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 659 members 
Mstep: Class 67 contains 1540 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 303 members 
Mstep: Class 70 contains 148 members 
Mstep: Class 71 contains 442 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 214 members 
Mstep: Class 74 contains 1723 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2081 members 
Mstep: Class 77 contains 422 members 
Mstep: Class 78 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147534656.000000 Penalty: 270583.718750
Iteration 210Q: 79 clusters Score -1.475347e+08 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 2526 members 
Mstep: Class 3 contains 4148 members 
Mstep: Class 4 contains 11946 members 
Mstep: Class 5 contains 3002 members 
Mstep: Class 6 contains 2537 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7680 members 
Mstep: Class 9 contains 174420 members 
Mstep: Class 10 contains 8475 members 
Mstep: Class 11 contains 4238 members 
Mstep: Class 12 contains 23512 members 
Mstep: Class 13 contains 4008 members 
Mstep: Class 14 contains 6638 members 
Mstep: Class 15 contains 185553 members 
Mstep: Class 16 contains 219147 members 
Mstep: Class 17 contains 15746 members 
Mstep: Class 18 contains 28644 members 
Mstep: Class 19 contains 334 members 
Mstep: Class 20 contains 4183 members 
Mstep: Class 21 contains 22837 members 
Mstep: Class 22 contains 40404 members 
Mstep: Class 23 contains 4483 members 
Mstep: Class 24 contains 2360 members 
Mstep: Class 25 contains 39085 members 
Mstep: Class 26 contains 37435 members 
Mstep: Class 27 contains 6873 members 
Mstep: Class 28 contains 25965 members 
Mstep: Class 29 contains 7854 members 
Mstep: Class 30 contains 24779 members 
Mstep: Class 31 contains 5779 members 
Mstep: Class 32 contains 17798 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11661 members 
Mstep: Class 35 contains 62388 members 
Mstep: Class 36 contains 26384 members 
Mstep: Class 37 contains 7327 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 3581 members 
Mstep: Class 40 contains 2933 members 
Mstep: Class 41 contains 17753 members 
Mstep: Class 42 contains 10941 members 
Mstep: Class 43 contains 486 members 
Mstep: Class 44 contains 2847 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10491 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27560 members 
Mstep: Class 49 contains 7614 members 
Mstep: Class 50 contains 313 members 
Mstep: Class 51 contains 27706 members 
Mstep: Class 52 contains 247 members 
Mstep: Class 53 contains 409 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 368 members 
Mstep: Class 56 contains 1111 members 
Mstep: Class 57 contains 617 members 
Mstep: Class 58 contains 399 members 
Mstep: Class 59 contains 921 members 
Mstep: Class 60 contains 341 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 334 members 
Mstep: Class 63 contains 1035 members 
Mstep: Class 64 contains 499 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 665 members 
Mstep: Class 67 contains 1532 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 305 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 442 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 214 members 
Mstep: Class 74 contains 1718 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2088 members 
Mstep: Class 77 contains 422 members 
Mstep: Class 78 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147534928.000000 Penalty: 270583.718750
Iteration 211Q: 79 clusters Score -1.475349e+08 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 2526 members 
Mstep: Class 3 contains 4148 members 
Mstep: Class 4 contains 11949 members 
Mstep: Class 5 contains 3003 members 
Mstep: Class 6 contains 2537 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7681 members 
Mstep: Class 9 contains 174407 members 
Mstep: Class 10 contains 8476 members 
Mstep: Class 11 contains 4238 members 
Mstep: Class 12 contains 23512 members 
Mstep: Class 13 contains 4008 members 
Mstep: Class 14 contains 6638 members 
Mstep: Class 15 contains 185511 members 
Mstep: Class 16 contains 219123 members 
Mstep: Class 17 contains 15715 members 
Mstep: Class 18 contains 28640 members 
Mstep: Class 19 contains 335 members 
Mstep: Class 20 contains 4183 members 
Mstep: Class 21 contains 22822 members 
Mstep: Class 22 contains 40425 members 
Mstep: Class 23 contains 4483 members 
Mstep: Class 24 contains 2375 members 
Mstep: Class 25 contains 39092 members 
Mstep: Class 26 contains 37438 members 
Mstep: Class 27 contains 6873 members 
Mstep: Class 28 contains 25961 members 
Mstep: Class 29 contains 7853 members 
Mstep: Class 30 contains 24767 members 
Mstep: Class 31 contains 5772 members 
Mstep: Class 32 contains 17804 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11661 members 
Mstep: Class 35 contains 62391 members 
Mstep: Class 36 contains 26387 members 
Mstep: Class 37 contains 7327 members 
Mstep: Class 38 contains 252 members 
Mstep: Class 39 contains 3581 members 
Mstep: Class 40 contains 2933 members 
Mstep: Class 41 contains 17826 members 
Mstep: Class 42 contains 10951 members 
Mstep: Class 43 contains 486 members 
Mstep: Class 44 contains 2847 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10489 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27560 members 
Mstep: Class 49 contains 7616 members 
Mstep: Class 50 contains 313 members 
Mstep: Class 51 contains 27727 members 
Mstep: Class 52 contains 247 members 
Mstep: Class 53 contains 410 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 368 members 
Mstep: Class 56 contains 1111 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 400 members 
Mstep: Class 59 contains 913 members 
Mstep: Class 60 contains 341 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 334 members 
Mstep: Class 63 contains 1038 members 
Mstep: Class 64 contains 500 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 666 members 
Mstep: Class 67 contains 1523 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 305 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 442 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1711 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2089 members 
Mstep: Class 77 contains 422 members 
Mstep: Class 78 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147535296.000000 Penalty: 270583.718750
Iteration 212Q: 79 clusters Score -1.475353e+08 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 2526 members 
Mstep: Class 3 contains 4148 members 
Mstep: Class 4 contains 11953 members 
Mstep: Class 5 contains 3006 members 
Mstep: Class 6 contains 2537 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7676 members 
Mstep: Class 9 contains 174386 members 
Mstep: Class 10 contains 8479 members 
Mstep: Class 11 contains 4238 members 
Mstep: Class 12 contains 23509 members 
Mstep: Class 13 contains 4008 members 
Mstep: Class 14 contains 6638 members 
Mstep: Class 15 contains 185477 members 
Mstep: Class 16 contains 219087 members 
Mstep: Class 17 contains 15697 members 
Mstep: Class 18 contains 28633 members 
Mstep: Class 19 contains 334 members 
Mstep: Class 20 contains 4183 members 
Mstep: Class 21 contains 22818 members 
Mstep: Class 22 contains 40455 members 
Mstep: Class 23 contains 4483 members 
Mstep: Class 24 contains 2387 members 
Mstep: Class 25 contains 39098 members 
Mstep: Class 26 contains 37440 members 
Mstep: Class 27 contains 6875 members 
Mstep: Class 28 contains 25960 members 
Mstep: Class 29 contains 7853 members 
Mstep: Class 30 contains 24751 members 
Mstep: Class 31 contains 5766 members 
Mstep: Class 32 contains 17808 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11660 members 
Mstep: Class 35 contains 62390 members 
Mstep: Class 36 contains 26383 members 
Mstep: Class 37 contains 7327 members 
Mstep: Class 38 contains 253 members 
Mstep: Class 39 contains 3582 members 
Mstep: Class 40 contains 2933 members 
Mstep: Class 41 contains 17901 members 
Mstep: Class 42 contains 10963 members 
Mstep: Class 43 contains 486 members 
Mstep: Class 44 contains 2847 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10488 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27561 members 
Mstep: Class 49 contains 7617 members 
Mstep: Class 50 contains 313 members 
Mstep: Class 51 contains 27742 members 
Mstep: Class 52 contains 249 members 
Mstep: Class 53 contains 410 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 367 members 
Mstep: Class 56 contains 1111 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 402 members 
Mstep: Class 59 contains 911 members 
Mstep: Class 60 contains 340 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 334 members 
Mstep: Class 63 contains 1036 members 
Mstep: Class 64 contains 500 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 666 members 
Mstep: Class 67 contains 1510 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 304 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 442 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1707 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2098 members 
Mstep: Class 77 contains 422 members 
Mstep: Class 78 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147535200.000000 Penalty: 270583.718750
Iteration 213Q: 79 clusters Score -1.475352e+08 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 2526 members 
Mstep: Class 3 contains 4148 members 
Mstep: Class 4 contains 11954 members 
Mstep: Class 5 contains 3009 members 
Mstep: Class 6 contains 2537 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7674 members 
Mstep: Class 9 contains 174357 members 
Mstep: Class 10 contains 8479 members 
Mstep: Class 11 contains 4238 members 
Mstep: Class 12 contains 23509 members 
Mstep: Class 13 contains 4008 members 
Mstep: Class 14 contains 6638 members 
Mstep: Class 15 contains 185430 members 
Mstep: Class 16 contains 219062 members 
Mstep: Class 17 contains 15681 members 
Mstep: Class 18 contains 28627 members 
Mstep: Class 19 contains 334 members 
Mstep: Class 20 contains 4183 members 
Mstep: Class 21 contains 22816 members 
Mstep: Class 22 contains 40475 members 
Mstep: Class 23 contains 4483 members 
Mstep: Class 24 contains 2400 members 
Mstep: Class 25 contains 39102 members 
Mstep: Class 26 contains 37444 members 
Mstep: Class 27 contains 6872 members 
Mstep: Class 28 contains 25965 members 
Mstep: Class 29 contains 7852 members 
Mstep: Class 30 contains 24737 members 
Mstep: Class 31 contains 5762 members 
Mstep: Class 32 contains 17810 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11659 members 
Mstep: Class 35 contains 62394 members 
Mstep: Class 36 contains 26378 members 
Mstep: Class 37 contains 7327 members 
Mstep: Class 38 contains 254 members 
Mstep: Class 39 contains 3582 members 
Mstep: Class 40 contains 2933 members 
Mstep: Class 41 contains 17981 members 
Mstep: Class 42 contains 10970 members 
Mstep: Class 43 contains 486 members 
Mstep: Class 44 contains 2847 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10487 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27562 members 
Mstep: Class 49 contains 7618 members 
Mstep: Class 50 contains 313 members 
Mstep: Class 51 contains 27768 members 
Mstep: Class 52 contains 249 members 
Mstep: Class 53 contains 410 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 366 members 
Mstep: Class 56 contains 1111 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 401 members 
Mstep: Class 59 contains 911 members 
Mstep: Class 60 contains 340 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 334 members 
Mstep: Class 63 contains 1039 members 
Mstep: Class 64 contains 500 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 666 members 
Mstep: Class 67 contains 1494 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 305 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 442 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1700 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2105 members 
Mstep: Class 77 contains 422 members 
Mstep: Class 78 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147535280.000000 Penalty: 270583.718750
Iteration 214Q: 79 clusters Score -1.475353e+08 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 2526 members 
Mstep: Class 3 contains 4148 members 
Mstep: Class 4 contains 11955 members 
Mstep: Class 5 contains 3008 members 
Mstep: Class 6 contains 2537 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7672 members 
Mstep: Class 9 contains 174337 members 
Mstep: Class 10 contains 8480 members 
Mstep: Class 11 contains 4239 members 
Mstep: Class 12 contains 23508 members 
Mstep: Class 13 contains 4008 members 
Mstep: Class 14 contains 6637 members 
Mstep: Class 15 contains 185401 members 
Mstep: Class 16 contains 219035 members 
Mstep: Class 17 contains 15659 members 
Mstep: Class 18 contains 28620 members 
Mstep: Class 19 contains 334 members 
Mstep: Class 20 contains 4183 members 
Mstep: Class 21 contains 22809 members 
Mstep: Class 22 contains 40494 members 
Mstep: Class 23 contains 4483 members 
Mstep: Class 24 contains 2399 members 
Mstep: Class 25 contains 39111 members 
Mstep: Class 26 contains 37450 members 
Mstep: Class 27 contains 6869 members 
Mstep: Class 28 contains 25962 members 
Mstep: Class 29 contains 7851 members 
Mstep: Class 30 contains 24725 members 
Mstep: Class 31 contains 5757 members 
Mstep: Class 32 contains 17814 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11659 members 
Mstep: Class 35 contains 62392 members 
Mstep: Class 36 contains 26376 members 
Mstep: Class 37 contains 7327 members 
Mstep: Class 38 contains 254 members 
Mstep: Class 39 contains 3582 members 
Mstep: Class 40 contains 2933 members 
Mstep: Class 41 contains 18057 members 
Mstep: Class 42 contains 10974 members 
Mstep: Class 43 contains 485 members 
Mstep: Class 44 contains 2847 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10485 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27563 members 
Mstep: Class 49 contains 7620 members 
Mstep: Class 50 contains 313 members 
Mstep: Class 51 contains 27792 members 
Mstep: Class 52 contains 249 members 
Mstep: Class 53 contains 412 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 366 members 
Mstep: Class 56 contains 1111 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 402 members 
Mstep: Class 59 contains 911 members 
Mstep: Class 60 contains 341 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 334 members 
Mstep: Class 63 contains 1040 members 
Mstep: Class 64 contains 500 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 666 members 
Mstep: Class 67 contains 1490 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 305 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 443 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1699 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2107 members 
Mstep: Class 77 contains 421 members 
Mstep: Class 78 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147535392.000000 Penalty: 270583.718750
Iteration 215Q: 79 clusters Score -1.475354e+08 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 2526 members 
Mstep: Class 3 contains 4148 members 
Mstep: Class 4 contains 11956 members 
Mstep: Class 5 contains 3009 members 
Mstep: Class 6 contains 2537 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7672 members 
Mstep: Class 9 contains 174312 members 
Mstep: Class 10 contains 8482 members 
Mstep: Class 11 contains 4240 members 
Mstep: Class 12 contains 23508 members 
Mstep: Class 13 contains 4008 members 
Mstep: Class 14 contains 6637 members 
Mstep: Class 15 contains 185355 members 
Mstep: Class 16 contains 219007 members 
Mstep: Class 17 contains 15638 members 
Mstep: Class 18 contains 28615 members 
Mstep: Class 19 contains 335 members 
Mstep: Class 20 contains 4183 members 
Mstep: Class 21 contains 22804 members 
Mstep: Class 22 contains 40499 members 
Mstep: Class 23 contains 4483 members 
Mstep: Class 24 contains 2398 members 
Mstep: Class 25 contains 39117 members 
Mstep: Class 26 contains 37453 members 
Mstep: Class 27 contains 6873 members 
Mstep: Class 28 contains 25963 members 
Mstep: Class 29 contains 7850 members 
Mstep: Class 30 contains 24712 members 
Mstep: Class 31 contains 5753 members 
Mstep: Class 32 contains 17819 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11660 members 
Mstep: Class 35 contains 62393 members 
Mstep: Class 36 contains 26378 members 
Mstep: Class 37 contains 7327 members 
Mstep: Class 38 contains 254 members 
Mstep: Class 39 contains 3582 members 
Mstep: Class 40 contains 2934 members 
Mstep: Class 41 contains 18137 members 
Mstep: Class 42 contains 10982 members 
Mstep: Class 43 contains 485 members 
Mstep: Class 44 contains 2847 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10483 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27563 members 
Mstep: Class 49 contains 7624 members 
Mstep: Class 50 contains 313 members 
Mstep: Class 51 contains 27818 members 
Mstep: Class 52 contains 249 members 
Mstep: Class 53 contains 413 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 366 members 
Mstep: Class 56 contains 1112 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 401 members 
Mstep: Class 59 contains 911 members 
Mstep: Class 60 contains 341 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 334 members 
Mstep: Class 63 contains 1046 members 
Mstep: Class 64 contains 500 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 666 members 
Mstep: Class 67 contains 1485 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 306 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 443 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1697 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2107 members 
Mstep: Class 77 contains 421 members 
Mstep: Class 78 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147535376.000000 Penalty: 270583.718750
Iteration 216Q: 79 clusters Score -1.475354e+08 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 2526 members 
Mstep: Class 3 contains 4148 members 
Mstep: Class 4 contains 11955 members 
Mstep: Class 5 contains 3007 members 
Mstep: Class 6 contains 2537 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7671 members 
Mstep: Class 9 contains 174295 members 
Mstep: Class 10 contains 8483 members 
Mstep: Class 11 contains 4240 members 
Mstep: Class 12 contains 23507 members 
Mstep: Class 13 contains 4008 members 
Mstep: Class 14 contains 6637 members 
Mstep: Class 15 contains 185295 members 
Mstep: Class 16 contains 218985 members 
Mstep: Class 17 contains 15622 members 
Mstep: Class 18 contains 28607 members 
Mstep: Class 19 contains 335 members 
Mstep: Class 20 contains 4183 members 
Mstep: Class 21 contains 22795 members 
Mstep: Class 22 contains 40533 members 
Mstep: Class 23 contains 4483 members 
Mstep: Class 24 contains 2396 members 
Mstep: Class 25 contains 39120 members 
Mstep: Class 26 contains 37454 members 
Mstep: Class 27 contains 6868 members 
Mstep: Class 28 contains 25966 members 
Mstep: Class 29 contains 7849 members 
Mstep: Class 30 contains 24702 members 
Mstep: Class 31 contains 5746 members 
Mstep: Class 32 contains 17816 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11661 members 
Mstep: Class 35 contains 62393 members 
Mstep: Class 36 contains 26380 members 
Mstep: Class 37 contains 7327 members 
Mstep: Class 38 contains 254 members 
Mstep: Class 39 contains 3582 members 
Mstep: Class 40 contains 2934 members 
Mstep: Class 41 contains 18214 members 
Mstep: Class 42 contains 10993 members 
Mstep: Class 43 contains 485 members 
Mstep: Class 44 contains 2847 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10479 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27563 members 
Mstep: Class 49 contains 7626 members 
Mstep: Class 50 contains 313 members 
Mstep: Class 51 contains 27848 members 
Mstep: Class 52 contains 249 members 
Mstep: Class 53 contains 416 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 366 members 
Mstep: Class 56 contains 1115 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 401 members 
Mstep: Class 59 contains 911 members 
Mstep: Class 60 contains 341 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 334 members 
Mstep: Class 63 contains 1047 members 
Mstep: Class 64 contains 500 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 666 members 
Mstep: Class 67 contains 1482 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 306 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 443 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1697 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2108 members 
Mstep: Class 77 contains 421 members 
Mstep: Class 78 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147535536.000000 Penalty: 270583.718750
Iteration 217Q: 79 clusters Score -1.475355e+08 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 2526 members 
Mstep: Class 3 contains 4148 members 
Mstep: Class 4 contains 11956 members 
Mstep: Class 5 contains 3008 members 
Mstep: Class 6 contains 2537 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7671 members 
Mstep: Class 9 contains 174280 members 
Mstep: Class 10 contains 8483 members 
Mstep: Class 11 contains 4241 members 
Mstep: Class 12 contains 23507 members 
Mstep: Class 13 contains 4008 members 
Mstep: Class 14 contains 6637 members 
Mstep: Class 15 contains 185239 members 
Mstep: Class 16 contains 218967 members 
Mstep: Class 17 contains 15610 members 
Mstep: Class 18 contains 28594 members 
Mstep: Class 19 contains 335 members 
Mstep: Class 20 contains 4183 members 
Mstep: Class 21 contains 22791 members 
Mstep: Class 22 contains 40569 members 
Mstep: Class 23 contains 4483 members 
Mstep: Class 24 contains 2394 members 
Mstep: Class 25 contains 39135 members 
Mstep: Class 26 contains 37458 members 
Mstep: Class 27 contains 6865 members 
Mstep: Class 28 contains 25965 members 
Mstep: Class 29 contains 7846 members 
Mstep: Class 30 contains 24679 members 
Mstep: Class 31 contains 5741 members 
Mstep: Class 32 contains 17815 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11661 members 
Mstep: Class 35 contains 62391 members 
Mstep: Class 36 contains 26374 members 
Mstep: Class 37 contains 7327 members 
Mstep: Class 38 contains 254 members 
Mstep: Class 39 contains 3582 members 
Mstep: Class 40 contains 2934 members 
Mstep: Class 41 contains 18278 members 
Mstep: Class 42 contains 11000 members 
Mstep: Class 43 contains 485 members 
Mstep: Class 44 contains 2847 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10476 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27563 members 
Mstep: Class 49 contains 7627 members 
Mstep: Class 50 contains 313 members 
Mstep: Class 51 contains 27879 members 
Mstep: Class 52 contains 249 members 
Mstep: Class 53 contains 420 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 366 members 
Mstep: Class 56 contains 1120 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 401 members 
Mstep: Class 59 contains 911 members 
Mstep: Class 60 contains 341 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 334 members 
Mstep: Class 63 contains 1051 members 
Mstep: Class 64 contains 500 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 666 members 
Mstep: Class 67 contains 1474 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 306 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 443 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1697 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2110 members 
Mstep: Class 77 contains 421 members 
Mstep: Class 78 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147535680.000000 Penalty: 270583.718750
Iteration 218Q: 79 clusters Score -1.475357e+08 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 2526 members 
Mstep: Class 3 contains 4148 members 
Mstep: Class 4 contains 11957 members 
Mstep: Class 5 contains 3009 members 
Mstep: Class 6 contains 2537 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7671 members 
Mstep: Class 9 contains 174257 members 
Mstep: Class 10 contains 8483 members 
Mstep: Class 11 contains 4241 members 
Mstep: Class 12 contains 23504 members 
Mstep: Class 13 contains 4008 members 
Mstep: Class 14 contains 6637 members 
Mstep: Class 15 contains 185200 members 
Mstep: Class 16 contains 218940 members 
Mstep: Class 17 contains 15599 members 
Mstep: Class 18 contains 28593 members 
Mstep: Class 19 contains 335 members 
Mstep: Class 20 contains 4183 members 
Mstep: Class 21 contains 22781 members 
Mstep: Class 22 contains 40606 members 
Mstep: Class 23 contains 4483 members 
Mstep: Class 24 contains 2394 members 
Mstep: Class 25 contains 39147 members 
Mstep: Class 26 contains 37463 members 
Mstep: Class 27 contains 6865 members 
Mstep: Class 28 contains 25967 members 
Mstep: Class 29 contains 7845 members 
Mstep: Class 30 contains 24654 members 
Mstep: Class 31 contains 5734 members 
Mstep: Class 32 contains 17810 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11661 members 
Mstep: Class 35 contains 62390 members 
Mstep: Class 36 contains 26371 members 
Mstep: Class 37 contains 7327 members 
Mstep: Class 38 contains 254 members 
Mstep: Class 39 contains 3582 members 
Mstep: Class 40 contains 2934 members 
Mstep: Class 41 contains 18341 members 
Mstep: Class 42 contains 11004 members 
Mstep: Class 43 contains 485 members 
Mstep: Class 44 contains 2847 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10472 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27564 members 
Mstep: Class 49 contains 7630 members 
Mstep: Class 50 contains 313 members 
Mstep: Class 51 contains 27910 members 
Mstep: Class 52 contains 249 members 
Mstep: Class 53 contains 422 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 366 members 
Mstep: Class 56 contains 1123 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 401 members 
Mstep: Class 59 contains 911 members 
Mstep: Class 60 contains 341 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 334 members 
Mstep: Class 63 contains 1055 members 
Mstep: Class 64 contains 500 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 666 members 
Mstep: Class 67 contains 1467 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 306 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 442 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1697 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2112 members 
Mstep: Class 77 contains 421 members 
Mstep: Class 78 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147535712.000000 Penalty: 270583.718750
Iteration 219Q: 79 clusters Score -1.475357e+08 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 2526 members 
Mstep: Class 3 contains 4148 members 
Mstep: Class 4 contains 11956 members 
Mstep: Class 5 contains 3010 members 
Mstep: Class 6 contains 2537 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7671 members 
Mstep: Class 9 contains 174233 members 
Mstep: Class 10 contains 8483 members 
Mstep: Class 11 contains 4240 members 
Mstep: Class 12 contains 23503 members 
Mstep: Class 13 contains 4008 members 
Mstep: Class 14 contains 6638 members 
Mstep: Class 15 contains 185173 members 
Mstep: Class 16 contains 218922 members 
Mstep: Class 17 contains 15592 members 
Mstep: Class 18 contains 28586 members 
Mstep: Class 19 contains 335 members 
Mstep: Class 20 contains 4183 members 
Mstep: Class 21 contains 22775 members 
Mstep: Class 22 contains 40635 members 
Mstep: Class 23 contains 4483 members 
Mstep: Class 24 contains 2393 members 
Mstep: Class 25 contains 39153 members 
Mstep: Class 26 contains 37464 members 
Mstep: Class 27 contains 6864 members 
Mstep: Class 28 contains 25962 members 
Mstep: Class 29 contains 7843 members 
Mstep: Class 30 contains 24637 members 
Mstep: Class 31 contains 5722 members 
Mstep: Class 32 contains 17809 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11661 members 
Mstep: Class 35 contains 62384 members 
Mstep: Class 36 contains 26370 members 
Mstep: Class 37 contains 7327 members 
Mstep: Class 38 contains 254 members 
Mstep: Class 39 contains 3582 members 
Mstep: Class 40 contains 2934 members 
Mstep: Class 41 contains 18406 members 
Mstep: Class 42 contains 11010 members 
Mstep: Class 43 contains 485 members 
Mstep: Class 44 contains 2847 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10472 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27564 members 
Mstep: Class 49 contains 7629 members 
Mstep: Class 50 contains 313 members 
Mstep: Class 51 contains 27940 members 
Mstep: Class 52 contains 249 members 
Mstep: Class 53 contains 424 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 366 members 
Mstep: Class 56 contains 1124 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 401 members 
Mstep: Class 59 contains 911 members 
Mstep: Class 60 contains 341 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 334 members 
Mstep: Class 63 contains 1063 members 
Mstep: Class 64 contains 500 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 666 members 
Mstep: Class 67 contains 1458 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 306 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 440 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1696 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2115 members 
Mstep: Class 77 contains 421 members 
Mstep: Class 78 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147535696.000000 Penalty: 270583.718750
Iteration 220F: 79 clusters Score -1.475357e+08 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 2526 members 
Mstep: Class 3 contains 4148 members 
Mstep: Class 4 contains 11954 members 
Mstep: Class 5 contains 3011 members 
Mstep: Class 6 contains 2537 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7671 members 
Mstep: Class 9 contains 174204 members 
Mstep: Class 10 contains 8484 members 
Mstep: Class 11 contains 4240 members 
Mstep: Class 12 contains 23498 members 
Mstep: Class 13 contains 4008 members 
Mstep: Class 14 contains 6639 members 
Mstep: Class 15 contains 185151 members 
Mstep: Class 16 contains 218899 members 
Mstep: Class 17 contains 15589 members 
Mstep: Class 18 contains 28581 members 
Mstep: Class 19 contains 335 members 
Mstep: Class 20 contains 4183 members 
Mstep: Class 21 contains 22767 members 
Mstep: Class 22 contains 40660 members 
Mstep: Class 23 contains 4483 members 
Mstep: Class 24 contains 2394 members 
Mstep: Class 25 contains 39165 members 
Mstep: Class 26 contains 37466 members 
Mstep: Class 27 contains 6863 members 
Mstep: Class 28 contains 25960 members 
Mstep: Class 29 contains 7843 members 
Mstep: Class 30 contains 24616 members 
Mstep: Class 31 contains 5712 members 
Mstep: Class 32 contains 17806 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11660 members 
Mstep: Class 35 contains 62382 members 
Mstep: Class 36 contains 26374 members 
Mstep: Class 37 contains 7328 members 
Mstep: Class 38 contains 254 members 
Mstep: Class 39 contains 3582 members 
Mstep: Class 40 contains 2934 members 
Mstep: Class 41 contains 18472 members 
Mstep: Class 42 contains 11010 members 
Mstep: Class 43 contains 484 members 
Mstep: Class 44 contains 2847 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10471 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27564 members 
Mstep: Class 49 contains 7630 members 
Mstep: Class 50 contains 313 members 
Mstep: Class 51 contains 27964 members 
Mstep: Class 52 contains 248 members 
Mstep: Class 53 contains 428 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 366 members 
Mstep: Class 56 contains 1124 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 402 members 
Mstep: Class 59 contains 911 members 
Mstep: Class 60 contains 341 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 334 members 
Mstep: Class 63 contains 1069 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 666 members 
Mstep: Class 67 contains 1451 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 306 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 438 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1696 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2114 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147535840.000000 Penalty: 270583.718750
Iteration 221Q: 79 clusters Score -1.475358e+08 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 2526 members 
Mstep: Class 3 contains 4148 members 
Mstep: Class 4 contains 11956 members 
Mstep: Class 5 contains 3013 members 
Mstep: Class 6 contains 2537 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7669 members 
Mstep: Class 9 contains 174187 members 
Mstep: Class 10 contains 8486 members 
Mstep: Class 11 contains 4238 members 
Mstep: Class 12 contains 23496 members 
Mstep: Class 13 contains 4008 members 
Mstep: Class 14 contains 6640 members 
Mstep: Class 15 contains 185097 members 
Mstep: Class 16 contains 218874 members 
Mstep: Class 17 contains 15587 members 
Mstep: Class 18 contains 28577 members 
Mstep: Class 19 contains 335 members 
Mstep: Class 20 contains 4183 members 
Mstep: Class 21 contains 22753 members 
Mstep: Class 22 contains 40691 members 
Mstep: Class 23 contains 4483 members 
Mstep: Class 24 contains 2396 members 
Mstep: Class 25 contains 39177 members 
Mstep: Class 26 contains 37465 members 
Mstep: Class 27 contains 6861 members 
Mstep: Class 28 contains 25956 members 
Mstep: Class 29 contains 7843 members 
Mstep: Class 30 contains 24600 members 
Mstep: Class 31 contains 5704 members 
Mstep: Class 32 contains 17804 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11659 members 
Mstep: Class 35 contains 62380 members 
Mstep: Class 36 contains 26380 members 
Mstep: Class 37 contains 7328 members 
Mstep: Class 38 contains 254 members 
Mstep: Class 39 contains 3582 members 
Mstep: Class 40 contains 2934 members 
Mstep: Class 41 contains 18536 members 
Mstep: Class 42 contains 11013 members 
Mstep: Class 43 contains 481 members 
Mstep: Class 44 contains 2847 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10470 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27564 members 
Mstep: Class 49 contains 7632 members 
Mstep: Class 50 contains 313 members 
Mstep: Class 51 contains 27998 members 
Mstep: Class 52 contains 246 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 366 members 
Mstep: Class 56 contains 1124 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 911 members 
Mstep: Class 60 contains 341 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 334 members 
Mstep: Class 63 contains 1074 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 666 members 
Mstep: Class 67 contains 1441 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 306 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 437 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1696 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2118 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147536064.000000 Penalty: 270583.718750
Iteration 222Q: 79 clusters Score -1.475361e+08 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 2526 members 
Mstep: Class 3 contains 4148 members 
Mstep: Class 4 contains 11955 members 
Mstep: Class 5 contains 3016 members 
Mstep: Class 6 contains 2537 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7669 members 
Mstep: Class 9 contains 174166 members 
Mstep: Class 10 contains 8486 members 
Mstep: Class 11 contains 4238 members 
Mstep: Class 12 contains 23493 members 
Mstep: Class 13 contains 4008 members 
Mstep: Class 14 contains 6642 members 
Mstep: Class 15 contains 185048 members 
Mstep: Class 16 contains 218845 members 
Mstep: Class 17 contains 15590 members 
Mstep: Class 18 contains 28569 members 
Mstep: Class 19 contains 335 members 
Mstep: Class 20 contains 4183 members 
Mstep: Class 21 contains 22744 members 
Mstep: Class 22 contains 40737 members 
Mstep: Class 23 contains 4483 members 
Mstep: Class 24 contains 2395 members 
Mstep: Class 25 contains 39180 members 
Mstep: Class 26 contains 37469 members 
Mstep: Class 27 contains 6861 members 
Mstep: Class 28 contains 25950 members 
Mstep: Class 29 contains 7844 members 
Mstep: Class 30 contains 24570 members 
Mstep: Class 31 contains 5699 members 
Mstep: Class 32 contains 17801 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11659 members 
Mstep: Class 35 contains 62368 members 
Mstep: Class 36 contains 26382 members 
Mstep: Class 37 contains 7328 members 
Mstep: Class 38 contains 254 members 
Mstep: Class 39 contains 3582 members 
Mstep: Class 40 contains 2934 members 
Mstep: Class 41 contains 18606 members 
Mstep: Class 42 contains 11019 members 
Mstep: Class 43 contains 481 members 
Mstep: Class 44 contains 2847 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10470 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27564 members 
Mstep: Class 49 contains 7634 members 
Mstep: Class 50 contains 313 members 
Mstep: Class 51 contains 28032 members 
Mstep: Class 52 contains 246 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 366 members 
Mstep: Class 56 contains 1124 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 911 members 
Mstep: Class 60 contains 340 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 334 members 
Mstep: Class 63 contains 1079 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 666 members 
Mstep: Class 67 contains 1435 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 306 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 436 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1696 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2122 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147536096.000000 Penalty: 270583.718750
Iteration 223Q: 79 clusters Score -1.475361e+08 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 2526 members 
Mstep: Class 3 contains 4148 members 
Mstep: Class 4 contains 11947 members 
Mstep: Class 5 contains 3017 members 
Mstep: Class 6 contains 2537 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7670 members 
Mstep: Class 9 contains 174144 members 
Mstep: Class 10 contains 8487 members 
Mstep: Class 11 contains 4237 members 
Mstep: Class 12 contains 23491 members 
Mstep: Class 13 contains 4008 members 
Mstep: Class 14 contains 6643 members 
Mstep: Class 15 contains 185016 members 
Mstep: Class 16 contains 218832 members 
Mstep: Class 17 contains 15587 members 
Mstep: Class 18 contains 28561 members 
Mstep: Class 19 contains 335 members 
Mstep: Class 20 contains 4183 members 
Mstep: Class 21 contains 22737 members 
Mstep: Class 22 contains 40799 members 
Mstep: Class 23 contains 4483 members 
Mstep: Class 24 contains 2391 members 
Mstep: Class 25 contains 39188 members 
Mstep: Class 26 contains 37467 members 
Mstep: Class 27 contains 6860 members 
Mstep: Class 28 contains 25950 members 
Mstep: Class 29 contains 7844 members 
Mstep: Class 30 contains 24541 members 
Mstep: Class 31 contains 5689 members 
Mstep: Class 32 contains 17800 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11659 members 
Mstep: Class 35 contains 62361 members 
Mstep: Class 36 contains 26386 members 
Mstep: Class 37 contains 7327 members 
Mstep: Class 38 contains 254 members 
Mstep: Class 39 contains 3582 members 
Mstep: Class 40 contains 2933 members 
Mstep: Class 41 contains 18650 members 
Mstep: Class 42 contains 11023 members 
Mstep: Class 43 contains 481 members 
Mstep: Class 44 contains 2847 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10470 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27564 members 
Mstep: Class 49 contains 7632 members 
Mstep: Class 50 contains 313 members 
Mstep: Class 51 contains 28056 members 
Mstep: Class 52 contains 246 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 366 members 
Mstep: Class 56 contains 1124 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 911 members 
Mstep: Class 60 contains 340 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 334 members 
Mstep: Class 63 contains 1085 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 666 members 
Mstep: Class 67 contains 1431 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 306 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 436 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1696 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2124 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147536080.000000 Penalty: 270583.718750
Iteration 224Q: 79 clusters Score -1.475361e+08 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 2526 members 
Mstep: Class 3 contains 4148 members 
Mstep: Class 4 contains 11944 members 
Mstep: Class 5 contains 3017 members 
Mstep: Class 6 contains 2537 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7670 members 
Mstep: Class 9 contains 174120 members 
Mstep: Class 10 contains 8485 members 
Mstep: Class 11 contains 4235 members 
Mstep: Class 12 contains 23492 members 
Mstep: Class 13 contains 4008 members 
Mstep: Class 14 contains 6643 members 
Mstep: Class 15 contains 184992 members 
Mstep: Class 16 contains 218805 members 
Mstep: Class 17 contains 15585 members 
Mstep: Class 18 contains 28555 members 
Mstep: Class 19 contains 335 members 
Mstep: Class 20 contains 4183 members 
Mstep: Class 21 contains 22728 members 
Mstep: Class 22 contains 40857 members 
Mstep: Class 23 contains 4483 members 
Mstep: Class 24 contains 2388 members 
Mstep: Class 25 contains 39199 members 
Mstep: Class 26 contains 37471 members 
Mstep: Class 27 contains 6861 members 
Mstep: Class 28 contains 25950 members 
Mstep: Class 29 contains 7842 members 
Mstep: Class 30 contains 24503 members 
Mstep: Class 31 contains 5682 members 
Mstep: Class 32 contains 17799 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11659 members 
Mstep: Class 35 contains 62357 members 
Mstep: Class 36 contains 26388 members 
Mstep: Class 37 contains 7328 members 
Mstep: Class 38 contains 254 members 
Mstep: Class 39 contains 3582 members 
Mstep: Class 40 contains 2932 members 
Mstep: Class 41 contains 18700 members 
Mstep: Class 42 contains 11026 members 
Mstep: Class 43 contains 481 members 
Mstep: Class 44 contains 2847 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10470 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27563 members 
Mstep: Class 49 contains 7635 members 
Mstep: Class 50 contains 313 members 
Mstep: Class 51 contains 28075 members 
Mstep: Class 52 contains 246 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 366 members 
Mstep: Class 56 contains 1124 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 911 members 
Mstep: Class 60 contains 340 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 334 members 
Mstep: Class 63 contains 1089 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 666 members 
Mstep: Class 67 contains 1428 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 306 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 436 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1695 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2127 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147536080.000000 Penalty: 270583.718750
Iteration 225Q: 79 clusters Score -1.475361e+08 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 2526 members 
Mstep: Class 3 contains 4148 members 
Mstep: Class 4 contains 11943 members 
Mstep: Class 5 contains 3017 members 
Mstep: Class 6 contains 2537 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7670 members 
Mstep: Class 9 contains 174086 members 
Mstep: Class 10 contains 8486 members 
Mstep: Class 11 contains 4234 members 
Mstep: Class 12 contains 23491 members 
Mstep: Class 13 contains 4009 members 
Mstep: Class 14 contains 6642 members 
Mstep: Class 15 contains 184964 members 
Mstep: Class 16 contains 218782 members 
Mstep: Class 17 contains 15577 members 
Mstep: Class 18 contains 28548 members 
Mstep: Class 19 contains 335 members 
Mstep: Class 20 contains 4183 members 
Mstep: Class 21 contains 22721 members 
Mstep: Class 22 contains 40914 members 
Mstep: Class 23 contains 4483 members 
Mstep: Class 24 contains 2388 members 
Mstep: Class 25 contains 39213 members 
Mstep: Class 26 contains 37474 members 
Mstep: Class 27 contains 6855 members 
Mstep: Class 28 contains 25953 members 
Mstep: Class 29 contains 7843 members 
Mstep: Class 30 contains 24472 members 
Mstep: Class 31 contains 5678 members 
Mstep: Class 32 contains 17800 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11659 members 
Mstep: Class 35 contains 62352 members 
Mstep: Class 36 contains 26392 members 
Mstep: Class 37 contains 7328 members 
Mstep: Class 38 contains 254 members 
Mstep: Class 39 contains 3582 members 
Mstep: Class 40 contains 2931 members 
Mstep: Class 41 contains 18749 members 
Mstep: Class 42 contains 11028 members 
Mstep: Class 43 contains 481 members 
Mstep: Class 44 contains 2847 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10469 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27563 members 
Mstep: Class 49 contains 7636 members 
Mstep: Class 50 contains 313 members 
Mstep: Class 51 contains 28097 members 
Mstep: Class 52 contains 246 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 366 members 
Mstep: Class 56 contains 1124 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 911 members 
Mstep: Class 60 contains 339 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 334 members 
Mstep: Class 63 contains 1090 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 666 members 
Mstep: Class 67 contains 1427 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 306 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 436 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1695 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2128 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147536224.000000 Penalty: 270583.718750
Iteration 226Q: 79 clusters Score -1.475362e+08 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 2526 members 
Mstep: Class 3 contains 4148 members 
Mstep: Class 4 contains 11942 members 
Mstep: Class 5 contains 3020 members 
Mstep: Class 6 contains 2537 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7670 members 
Mstep: Class 9 contains 174047 members 
Mstep: Class 10 contains 8488 members 
Mstep: Class 11 contains 4233 members 
Mstep: Class 12 contains 23485 members 
Mstep: Class 13 contains 4009 members 
Mstep: Class 14 contains 6642 members 
Mstep: Class 15 contains 184935 members 
Mstep: Class 16 contains 218764 members 
Mstep: Class 17 contains 15562 members 
Mstep: Class 18 contains 28545 members 
Mstep: Class 19 contains 335 members 
Mstep: Class 20 contains 4183 members 
Mstep: Class 21 contains 22715 members 
Mstep: Class 22 contains 40972 members 
Mstep: Class 23 contains 4483 members 
Mstep: Class 24 contains 2388 members 
Mstep: Class 25 contains 39215 members 
Mstep: Class 26 contains 37481 members 
Mstep: Class 27 contains 6852 members 
Mstep: Class 28 contains 25960 members 
Mstep: Class 29 contains 7843 members 
Mstep: Class 30 contains 24443 members 
Mstep: Class 31 contains 5676 members 
Mstep: Class 32 contains 17798 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11659 members 
Mstep: Class 35 contains 62349 members 
Mstep: Class 36 contains 26395 members 
Mstep: Class 37 contains 7328 members 
Mstep: Class 38 contains 254 members 
Mstep: Class 39 contains 3582 members 
Mstep: Class 40 contains 2931 members 
Mstep: Class 41 contains 18803 members 
Mstep: Class 42 contains 11030 members 
Mstep: Class 43 contains 481 members 
Mstep: Class 44 contains 2847 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10468 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27564 members 
Mstep: Class 49 contains 7639 members 
Mstep: Class 50 contains 313 members 
Mstep: Class 51 contains 28114 members 
Mstep: Class 52 contains 246 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 366 members 
Mstep: Class 56 contains 1124 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 911 members 
Mstep: Class 60 contains 338 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 334 members 
Mstep: Class 63 contains 1095 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 666 members 
Mstep: Class 67 contains 1425 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 306 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 436 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1695 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2126 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147536032.000000 Penalty: 270583.718750
Iteration 227Q: 79 clusters Score -1.47536e+08 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 2526 members 
Mstep: Class 3 contains 4148 members 
Mstep: Class 4 contains 11942 members 
Mstep: Class 5 contains 3021 members 
Mstep: Class 6 contains 2537 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7670 members 
Mstep: Class 9 contains 174015 members 
Mstep: Class 10 contains 8486 members 
Mstep: Class 11 contains 4232 members 
Mstep: Class 12 contains 23474 members 
Mstep: Class 13 contains 4009 members 
Mstep: Class 14 contains 6643 members 
Mstep: Class 15 contains 184916 members 
Mstep: Class 16 contains 218742 members 
Mstep: Class 17 contains 15553 members 
Mstep: Class 18 contains 28544 members 
Mstep: Class 19 contains 335 members 
Mstep: Class 20 contains 4183 members 
Mstep: Class 21 contains 22702 members 
Mstep: Class 22 contains 41037 members 
Mstep: Class 23 contains 4483 members 
Mstep: Class 24 contains 2388 members 
Mstep: Class 25 contains 39220 members 
Mstep: Class 26 contains 37481 members 
Mstep: Class 27 contains 6849 members 
Mstep: Class 28 contains 25964 members 
Mstep: Class 29 contains 7843 members 
Mstep: Class 30 contains 24409 members 
Mstep: Class 31 contains 5672 members 
Mstep: Class 32 contains 17799 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11659 members 
Mstep: Class 35 contains 62347 members 
Mstep: Class 36 contains 26398 members 
Mstep: Class 37 contains 7328 members 
Mstep: Class 38 contains 254 members 
Mstep: Class 39 contains 3582 members 
Mstep: Class 40 contains 2932 members 
Mstep: Class 41 contains 18859 members 
Mstep: Class 42 contains 11031 members 
Mstep: Class 43 contains 481 members 
Mstep: Class 44 contains 2847 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10468 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27564 members 
Mstep: Class 49 contains 7642 members 
Mstep: Class 50 contains 313 members 
Mstep: Class 51 contains 28128 members 
Mstep: Class 52 contains 246 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 366 members 
Mstep: Class 56 contains 1124 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 910 members 
Mstep: Class 60 contains 337 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 334 members 
Mstep: Class 63 contains 1102 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 666 members 
Mstep: Class 67 contains 1423 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 306 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 436 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1695 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2123 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147536016.000000 Penalty: 270583.718750
Iteration 228Q: 79 clusters Score -1.47536e+08 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 2526 members 
Mstep: Class 3 contains 4148 members 
Mstep: Class 4 contains 11943 members 
Mstep: Class 5 contains 3023 members 
Mstep: Class 6 contains 2537 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7672 members 
Mstep: Class 9 contains 173983 members 
Mstep: Class 10 contains 8485 members 
Mstep: Class 11 contains 4231 members 
Mstep: Class 12 contains 23465 members 
Mstep: Class 13 contains 4009 members 
Mstep: Class 14 contains 6645 members 
Mstep: Class 15 contains 184910 members 
Mstep: Class 16 contains 218719 members 
Mstep: Class 17 contains 15534 members 
Mstep: Class 18 contains 28549 members 
Mstep: Class 19 contains 335 members 
Mstep: Class 20 contains 4183 members 
Mstep: Class 21 contains 22690 members 
Mstep: Class 22 contains 41098 members 
Mstep: Class 23 contains 4483 members 
Mstep: Class 24 contains 2388 members 
Mstep: Class 25 contains 39226 members 
Mstep: Class 26 contains 37481 members 
Mstep: Class 27 contains 6849 members 
Mstep: Class 28 contains 25964 members 
Mstep: Class 29 contains 7842 members 
Mstep: Class 30 contains 24376 members 
Mstep: Class 31 contains 5672 members 
Mstep: Class 32 contains 17798 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11659 members 
Mstep: Class 35 contains 62345 members 
Mstep: Class 36 contains 26401 members 
Mstep: Class 37 contains 7327 members 
Mstep: Class 38 contains 254 members 
Mstep: Class 39 contains 3582 members 
Mstep: Class 40 contains 2933 members 
Mstep: Class 41 contains 18902 members 
Mstep: Class 42 contains 11032 members 
Mstep: Class 43 contains 481 members 
Mstep: Class 44 contains 2847 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10470 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27564 members 
Mstep: Class 49 contains 7642 members 
Mstep: Class 50 contains 313 members 
Mstep: Class 51 contains 28141 members 
Mstep: Class 52 contains 246 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 366 members 
Mstep: Class 56 contains 1124 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 910 members 
Mstep: Class 60 contains 337 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 334 members 
Mstep: Class 63 contains 1104 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 666 members 
Mstep: Class 67 contains 1420 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 306 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 436 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1695 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2124 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147536080.000000 Penalty: 270583.718750
Iteration 229Q: 79 clusters Score -1.475361e+08 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 2526 members 
Mstep: Class 3 contains 4148 members 
Mstep: Class 4 contains 11945 members 
Mstep: Class 5 contains 3023 members 
Mstep: Class 6 contains 2537 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7674 members 
Mstep: Class 9 contains 173948 members 
Mstep: Class 10 contains 8486 members 
Mstep: Class 11 contains 4229 members 
Mstep: Class 12 contains 23457 members 
Mstep: Class 13 contains 4009 members 
Mstep: Class 14 contains 6647 members 
Mstep: Class 15 contains 184892 members 
Mstep: Class 16 contains 218698 members 
Mstep: Class 17 contains 15509 members 
Mstep: Class 18 contains 28561 members 
Mstep: Class 19 contains 335 members 
Mstep: Class 20 contains 4183 members 
Mstep: Class 21 contains 22683 members 
Mstep: Class 22 contains 41172 members 
Mstep: Class 23 contains 4483 members 
Mstep: Class 24 contains 2386 members 
Mstep: Class 25 contains 39228 members 
Mstep: Class 26 contains 37487 members 
Mstep: Class 27 contains 6844 members 
Mstep: Class 28 contains 25972 members 
Mstep: Class 29 contains 7841 members 
Mstep: Class 30 contains 24342 members 
Mstep: Class 31 contains 5665 members 
Mstep: Class 32 contains 17795 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11659 members 
Mstep: Class 35 contains 62334 members 
Mstep: Class 36 contains 26400 members 
Mstep: Class 37 contains 7327 members 
Mstep: Class 38 contains 254 members 
Mstep: Class 39 contains 3582 members 
Mstep: Class 40 contains 2933 members 
Mstep: Class 41 contains 18955 members 
Mstep: Class 42 contains 11035 members 
Mstep: Class 43 contains 481 members 
Mstep: Class 44 contains 2847 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10470 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27564 members 
Mstep: Class 49 contains 7642 members 
Mstep: Class 50 contains 313 members 
Mstep: Class 51 contains 28154 members 
Mstep: Class 52 contains 247 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 366 members 
Mstep: Class 56 contains 1124 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 911 members 
Mstep: Class 60 contains 337 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 334 members 
Mstep: Class 63 contains 1104 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 666 members 
Mstep: Class 67 contains 1419 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 306 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 436 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1695 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2125 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147536048.000000 Penalty: 270583.718750
Iteration 230Q: 79 clusters Score -1.47536e+08 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 2526 members 
Mstep: Class 3 contains 4148 members 
Mstep: Class 4 contains 11943 members 
Mstep: Class 5 contains 3025 members 
Mstep: Class 6 contains 2537 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7675 members 
Mstep: Class 9 contains 173914 members 
Mstep: Class 10 contains 8486 members 
Mstep: Class 11 contains 4230 members 
Mstep: Class 12 contains 23450 members 
Mstep: Class 13 contains 4009 members 
Mstep: Class 14 contains 6647 members 
Mstep: Class 15 contains 184890 members 
Mstep: Class 16 contains 218677 members 
Mstep: Class 17 contains 15494 members 
Mstep: Class 18 contains 28568 members 
Mstep: Class 19 contains 335 members 
Mstep: Class 20 contains 4184 members 
Mstep: Class 21 contains 22670 members 
Mstep: Class 22 contains 41256 members 
Mstep: Class 23 contains 4483 members 
Mstep: Class 24 contains 2382 members 
Mstep: Class 25 contains 39237 members 
Mstep: Class 26 contains 37492 members 
Mstep: Class 27 contains 6835 members 
Mstep: Class 28 contains 25969 members 
Mstep: Class 29 contains 7840 members 
Mstep: Class 30 contains 24307 members 
Mstep: Class 31 contains 5657 members 
Mstep: Class 32 contains 17787 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11659 members 
Mstep: Class 35 contains 62328 members 
Mstep: Class 36 contains 26398 members 
Mstep: Class 37 contains 7327 members 
Mstep: Class 38 contains 254 members 
Mstep: Class 39 contains 3582 members 
Mstep: Class 40 contains 2933 members 
Mstep: Class 41 contains 18997 members 
Mstep: Class 42 contains 11037 members 
Mstep: Class 43 contains 481 members 
Mstep: Class 44 contains 2847 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10468 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27564 members 
Mstep: Class 49 contains 7643 members 
Mstep: Class 50 contains 313 members 
Mstep: Class 51 contains 28167 members 
Mstep: Class 52 contains 247 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 366 members 
Mstep: Class 56 contains 1124 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 911 members 
Mstep: Class 60 contains 337 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 334 members 
Mstep: Class 63 contains 1107 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 666 members 
Mstep: Class 67 contains 1418 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 306 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 436 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1695 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2127 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147535968.000000 Penalty: 270583.718750
Iteration 231Q: 79 clusters Score -1.47536e+08 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 2526 members 
Mstep: Class 3 contains 4148 members 
Mstep: Class 4 contains 11939 members 
Mstep: Class 5 contains 3025 members 
Mstep: Class 6 contains 2537 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7678 members 
Mstep: Class 9 contains 173873 members 
Mstep: Class 10 contains 8485 members 
Mstep: Class 11 contains 4229 members 
Mstep: Class 12 contains 23449 members 
Mstep: Class 13 contains 4010 members 
Mstep: Class 14 contains 6647 members 
Mstep: Class 15 contains 184870 members 
Mstep: Class 16 contains 218648 members 
Mstep: Class 17 contains 15480 members 
Mstep: Class 18 contains 28564 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4185 members 
Mstep: Class 21 contains 22658 members 
Mstep: Class 22 contains 41343 members 
Mstep: Class 23 contains 4483 members 
Mstep: Class 24 contains 2381 members 
Mstep: Class 25 contains 39244 members 
Mstep: Class 26 contains 37494 members 
Mstep: Class 27 contains 6825 members 
Mstep: Class 28 contains 25980 members 
Mstep: Class 29 contains 7838 members 
Mstep: Class 30 contains 24275 members 
Mstep: Class 31 contains 5656 members 
Mstep: Class 32 contains 17777 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11658 members 
Mstep: Class 35 contains 62324 members 
Mstep: Class 36 contains 26397 members 
Mstep: Class 37 contains 7327 members 
Mstep: Class 38 contains 254 members 
Mstep: Class 39 contains 3582 members 
Mstep: Class 40 contains 2933 members 
Mstep: Class 41 contains 19047 members 
Mstep: Class 42 contains 11043 members 
Mstep: Class 43 contains 481 members 
Mstep: Class 44 contains 2847 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10466 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27565 members 
Mstep: Class 49 contains 7644 members 
Mstep: Class 50 contains 313 members 
Mstep: Class 51 contains 28187 members 
Mstep: Class 52 contains 247 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 366 members 
Mstep: Class 56 contains 1124 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 911 members 
Mstep: Class 60 contains 337 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 334 members 
Mstep: Class 63 contains 1105 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 666 members 
Mstep: Class 67 contains 1418 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 306 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 436 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1695 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2129 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147536064.000000 Penalty: 270583.718750
Iteration 232Q: 79 clusters Score -1.475361e+08 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 2526 members 
Mstep: Class 3 contains 4147 members 
Mstep: Class 4 contains 11940 members 
Mstep: Class 5 contains 3026 members 
Mstep: Class 6 contains 2537 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7677 members 
Mstep: Class 9 contains 173825 members 
Mstep: Class 10 contains 8487 members 
Mstep: Class 11 contains 4226 members 
Mstep: Class 12 contains 23447 members 
Mstep: Class 13 contains 4010 members 
Mstep: Class 14 contains 6649 members 
Mstep: Class 15 contains 184857 members 
Mstep: Class 16 contains 218637 members 
Mstep: Class 17 contains 15464 members 
Mstep: Class 18 contains 28554 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4186 members 
Mstep: Class 21 contains 22649 members 
Mstep: Class 22 contains 41413 members 
Mstep: Class 23 contains 4483 members 
Mstep: Class 24 contains 2381 members 
Mstep: Class 25 contains 39250 members 
Mstep: Class 26 contains 37495 members 
Mstep: Class 27 contains 6818 members 
Mstep: Class 28 contains 25989 members 
Mstep: Class 29 contains 7838 members 
Mstep: Class 30 contains 24226 members 
Mstep: Class 31 contains 5649 members 
Mstep: Class 32 contains 17778 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11659 members 
Mstep: Class 35 contains 62312 members 
Mstep: Class 36 contains 26400 members 
Mstep: Class 37 contains 7328 members 
Mstep: Class 38 contains 254 members 
Mstep: Class 39 contains 3582 members 
Mstep: Class 40 contains 2933 members 
Mstep: Class 41 contains 19105 members 
Mstep: Class 42 contains 11054 members 
Mstep: Class 43 contains 481 members 
Mstep: Class 44 contains 2847 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10464 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27566 members 
Mstep: Class 49 contains 7646 members 
Mstep: Class 50 contains 313 members 
Mstep: Class 51 contains 28205 members 
Mstep: Class 52 contains 248 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 366 members 
Mstep: Class 56 contains 1125 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 911 members 
Mstep: Class 60 contains 337 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 334 members 
Mstep: Class 63 contains 1103 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 666 members 
Mstep: Class 67 contains 1418 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 306 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 436 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1695 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2131 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147536032.000000 Penalty: 270583.718750
Iteration 233Q: 79 clusters Score -1.47536e+08 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 2525 members 
Mstep: Class 3 contains 4147 members 
Mstep: Class 4 contains 11937 members 
Mstep: Class 5 contains 3025 members 
Mstep: Class 6 contains 2537 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7676 members 
Mstep: Class 9 contains 173789 members 
Mstep: Class 10 contains 8489 members 
Mstep: Class 11 contains 4225 members 
Mstep: Class 12 contains 23445 members 
Mstep: Class 13 contains 4010 members 
Mstep: Class 14 contains 6649 members 
Mstep: Class 15 contains 184823 members 
Mstep: Class 16 contains 218634 members 
Mstep: Class 17 contains 15451 members 
Mstep: Class 18 contains 28543 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4186 members 
Mstep: Class 21 contains 22637 members 
Mstep: Class 22 contains 41480 members 
Mstep: Class 23 contains 4483 members 
Mstep: Class 24 contains 2380 members 
Mstep: Class 25 contains 39258 members 
Mstep: Class 26 contains 37497 members 
Mstep: Class 27 contains 6815 members 
Mstep: Class 28 contains 25998 members 
Mstep: Class 29 contains 7837 members 
Mstep: Class 30 contains 24178 members 
Mstep: Class 31 contains 5645 members 
Mstep: Class 32 contains 17780 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11661 members 
Mstep: Class 35 contains 62299 members 
Mstep: Class 36 contains 26401 members 
Mstep: Class 37 contains 7328 members 
Mstep: Class 38 contains 254 members 
Mstep: Class 39 contains 3583 members 
Mstep: Class 40 contains 2933 members 
Mstep: Class 41 contains 19158 members 
Mstep: Class 42 contains 11065 members 
Mstep: Class 43 contains 481 members 
Mstep: Class 44 contains 2847 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10463 members 
Mstep: Class 47 contains 278 members 
Mstep: Class 48 contains 27567 members 
Mstep: Class 49 contains 7648 members 
Mstep: Class 50 contains 313 members 
Mstep: Class 51 contains 28231 members 
Mstep: Class 52 contains 248 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 366 members 
Mstep: Class 56 contains 1125 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 911 members 
Mstep: Class 60 contains 337 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 334 members 
Mstep: Class 63 contains 1104 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 666 members 
Mstep: Class 67 contains 1418 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 306 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 436 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1695 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2131 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147536064.000000 Penalty: 270583.718750
Iteration 234Q: 79 clusters Score -1.475361e+08 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 2525 members 
Mstep: Class 3 contains 4147 members 
Mstep: Class 4 contains 11937 members 
Mstep: Class 5 contains 3025 members 
Mstep: Class 6 contains 2537 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7677 members 
Mstep: Class 9 contains 173756 members 
Mstep: Class 10 contains 8497 members 
Mstep: Class 11 contains 4226 members 
Mstep: Class 12 contains 23444 members 
Mstep: Class 13 contains 4010 members 
Mstep: Class 14 contains 6649 members 
Mstep: Class 15 contains 184786 members 
Mstep: Class 16 contains 218631 members 
Mstep: Class 17 contains 15439 members 
Mstep: Class 18 contains 28531 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4186 members 
Mstep: Class 21 contains 22631 members 
Mstep: Class 22 contains 41540 members 
Mstep: Class 23 contains 4483 members 
Mstep: Class 24 contains 2379 members 
Mstep: Class 25 contains 39272 members 
Mstep: Class 26 contains 37499 members 
Mstep: Class 27 contains 6809 members 
Mstep: Class 28 contains 26007 members 
Mstep: Class 29 contains 7838 members 
Mstep: Class 30 contains 24126 members 
Mstep: Class 31 contains 5639 members 
Mstep: Class 32 contains 17778 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11661 members 
Mstep: Class 35 contains 62292 members 
Mstep: Class 36 contains 26402 members 
Mstep: Class 37 contains 7328 members 
Mstep: Class 38 contains 254 members 
Mstep: Class 39 contains 3583 members 
Mstep: Class 40 contains 2933 members 
Mstep: Class 41 contains 19218 members 
Mstep: Class 42 contains 11073 members 
Mstep: Class 43 contains 481 members 
Mstep: Class 44 contains 2847 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10459 members 
Mstep: Class 47 contains 278 members 
Mstep: Class 48 contains 27567 members 
Mstep: Class 49 contains 7645 members 
Mstep: Class 50 contains 313 members 
Mstep: Class 51 contains 28251 members 
Mstep: Class 52 contains 248 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 366 members 
Mstep: Class 56 contains 1125 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 911 members 
Mstep: Class 60 contains 337 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 334 members 
Mstep: Class 63 contains 1104 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 666 members 
Mstep: Class 67 contains 1418 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 306 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 436 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1695 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2132 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147536208.000000 Penalty: 270583.718750
Iteration 235Q: 79 clusters Score -1.475362e+08 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 2524 members 
Mstep: Class 3 contains 4147 members 
Mstep: Class 4 contains 11942 members 
Mstep: Class 5 contains 3025 members 
Mstep: Class 6 contains 2537 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7677 members 
Mstep: Class 9 contains 173716 members 
Mstep: Class 10 contains 8496 members 
Mstep: Class 11 contains 4226 members 
Mstep: Class 12 contains 23441 members 
Mstep: Class 13 contains 4010 members 
Mstep: Class 14 contains 6650 members 
Mstep: Class 15 contains 184781 members 
Mstep: Class 16 contains 218613 members 
Mstep: Class 17 contains 15427 members 
Mstep: Class 18 contains 28516 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4185 members 
Mstep: Class 21 contains 22618 members 
Mstep: Class 22 contains 41607 members 
Mstep: Class 23 contains 4483 members 
Mstep: Class 24 contains 2376 members 
Mstep: Class 25 contains 39281 members 
Mstep: Class 26 contains 37502 members 
Mstep: Class 27 contains 6805 members 
Mstep: Class 28 contains 26012 members 
Mstep: Class 29 contains 7833 members 
Mstep: Class 30 contains 24077 members 
Mstep: Class 31 contains 5635 members 
Mstep: Class 32 contains 17778 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11661 members 
Mstep: Class 35 contains 62291 members 
Mstep: Class 36 contains 26405 members 
Mstep: Class 37 contains 7329 members 
Mstep: Class 38 contains 254 members 
Mstep: Class 39 contains 3583 members 
Mstep: Class 40 contains 2934 members 
Mstep: Class 41 contains 19267 members 
Mstep: Class 42 contains 11079 members 
Mstep: Class 43 contains 481 members 
Mstep: Class 44 contains 2847 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10458 members 
Mstep: Class 47 contains 278 members 
Mstep: Class 48 contains 27567 members 
Mstep: Class 49 contains 7642 members 
Mstep: Class 50 contains 313 members 
Mstep: Class 51 contains 28277 members 
Mstep: Class 52 contains 248 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 366 members 
Mstep: Class 56 contains 1125 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 911 members 
Mstep: Class 60 contains 337 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 334 members 
Mstep: Class 63 contains 1104 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 666 members 
Mstep: Class 67 contains 1418 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 306 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 436 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1695 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2135 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147536320.000000 Penalty: 270583.718750
Iteration 236Q: 79 clusters Score -1.475363e+08 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 2524 members 
Mstep: Class 3 contains 4147 members 
Mstep: Class 4 contains 11943 members 
Mstep: Class 5 contains 3027 members 
Mstep: Class 6 contains 2537 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7678 members 
Mstep: Class 9 contains 173685 members 
Mstep: Class 10 contains 8496 members 
Mstep: Class 11 contains 4226 members 
Mstep: Class 12 contains 23442 members 
Mstep: Class 13 contains 4010 members 
Mstep: Class 14 contains 6649 members 
Mstep: Class 15 contains 184752 members 
Mstep: Class 16 contains 218605 members 
Mstep: Class 17 contains 15416 members 
Mstep: Class 18 contains 28503 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4185 members 
Mstep: Class 21 contains 22616 members 
Mstep: Class 22 contains 41683 members 
Mstep: Class 23 contains 4483 members 
Mstep: Class 24 contains 2374 members 
Mstep: Class 25 contains 39287 members 
Mstep: Class 26 contains 37502 members 
Mstep: Class 27 contains 6804 members 
Mstep: Class 28 contains 26010 members 
Mstep: Class 29 contains 7830 members 
Mstep: Class 30 contains 24027 members 
Mstep: Class 31 contains 5628 members 
Mstep: Class 32 contains 17773 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11661 members 
Mstep: Class 35 contains 62290 members 
Mstep: Class 36 contains 26405 members 
Mstep: Class 37 contains 7329 members 
Mstep: Class 38 contains 254 members 
Mstep: Class 39 contains 3583 members 
Mstep: Class 40 contains 2935 members 
Mstep: Class 41 contains 19316 members 
Mstep: Class 42 contains 11083 members 
Mstep: Class 43 contains 481 members 
Mstep: Class 44 contains 2847 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10457 members 
Mstep: Class 47 contains 278 members 
Mstep: Class 48 contains 27567 members 
Mstep: Class 49 contains 7645 members 
Mstep: Class 50 contains 313 members 
Mstep: Class 51 contains 28298 members 
Mstep: Class 52 contains 248 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 366 members 
Mstep: Class 56 contains 1126 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 911 members 
Mstep: Class 60 contains 337 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 334 members 
Mstep: Class 63 contains 1105 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 666 members 
Mstep: Class 67 contains 1418 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 306 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 436 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1695 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2136 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147536288.000000 Penalty: 270583.718750
Iteration 237Q: 79 clusters Score -1.475363e+08 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 2524 members 
Mstep: Class 3 contains 4147 members 
Mstep: Class 4 contains 11945 members 
Mstep: Class 5 contains 3028 members 
Mstep: Class 6 contains 2537 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7679 members 
Mstep: Class 9 contains 173659 members 
Mstep: Class 10 contains 8499 members 
Mstep: Class 11 contains 4225 members 
Mstep: Class 12 contains 23441 members 
Mstep: Class 13 contains 4010 members 
Mstep: Class 14 contains 6648 members 
Mstep: Class 15 contains 184732 members 
Mstep: Class 16 contains 218591 members 
Mstep: Class 17 contains 15405 members 
Mstep: Class 18 contains 28499 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4185 members 
Mstep: Class 21 contains 22607 members 
Mstep: Class 22 contains 41765 members 
Mstep: Class 23 contains 4483 members 
Mstep: Class 24 contains 2373 members 
Mstep: Class 25 contains 39300 members 
Mstep: Class 26 contains 37507 members 
Mstep: Class 27 contains 6794 members 
Mstep: Class 28 contains 26013 members 
Mstep: Class 29 contains 7822 members 
Mstep: Class 30 contains 23973 members 
Mstep: Class 31 contains 5621 members 
Mstep: Class 32 contains 17769 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11661 members 
Mstep: Class 35 contains 62285 members 
Mstep: Class 36 contains 26407 members 
Mstep: Class 37 contains 7329 members 
Mstep: Class 38 contains 254 members 
Mstep: Class 39 contains 3583 members 
Mstep: Class 40 contains 2935 members 
Mstep: Class 41 contains 19353 members 
Mstep: Class 42 contains 11088 members 
Mstep: Class 43 contains 481 members 
Mstep: Class 44 contains 2847 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10456 members 
Mstep: Class 47 contains 278 members 
Mstep: Class 48 contains 27567 members 
Mstep: Class 49 contains 7650 members 
Mstep: Class 50 contains 313 members 
Mstep: Class 51 contains 28316 members 
Mstep: Class 52 contains 248 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 366 members 
Mstep: Class 56 contains 1126 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 911 members 
Mstep: Class 60 contains 337 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 334 members 
Mstep: Class 63 contains 1105 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 666 members 
Mstep: Class 67 contains 1418 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 306 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 436 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1695 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2137 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147536512.000000 Penalty: 270583.718750
Iteration 238Q: 79 clusters Score -1.475365e+08 nChanged 410
Entering ConstructFrom: 
Score: -147536512.000000 Penalty: 270583.718750
Entering ConstructFrom: 
Trying to split cluster 1 (8433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Entering Unmasked Estep 
Score: -1048731.500000 Penalty: 2241.896973
	Iteration 0F: 2 clusters Score -1048732 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -1042108.625000 Penalty: 4483.793945
	Iteration 0F: 3 clusters Score -1042109 nChanged 3390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -1044046.375000 Penalty: 4483.793945
	Iteration 1F: 3 clusters Score -1044046 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -1044421.000000 Penalty: 4483.793945
	Iteration 2F: 3 clusters Score -1044421 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -1044898.687500 Penalty: 4483.793945
	Iteration 3F: 3 clusters Score -1044899 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -1045439.375000 Penalty: 4483.793945
	Iteration 4F: 3 clusters Score -1045439 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -1046043.000000 Penalty: 4483.793945
	Iteration 5F: 3 clusters Score -1046043 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -1046635.750000 Penalty: 4483.793945
	Iteration 6F: 3 clusters Score -1046636 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -1047184.187500 Penalty: 4483.793945
	Iteration 7F: 3 clusters Score -1047184 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -1047538.812500 Penalty: 4483.793945
	Iteration 8F: 3 clusters Score -1047539 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -1047705.062500 Penalty: 4483.793945
	Iteration 9Q: 3 clusters Score -1047705 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -1047775.812500 Penalty: 4483.793945
	Iteration 10Q: 3 clusters Score -1047776 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -1047823.000000 Penalty: 4483.793945
	Iteration 11Q: 3 clusters Score -1047823 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -1047866.187500 Penalty: 4483.793945
	Iteration 12Q: 3 clusters Score -1047866 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -1047918.687500 Penalty: 4483.793945
	Iteration 13Q: 3 clusters Score -1047919 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -1047969.437500 Penalty: 4483.793945
	Iteration 14Q: 3 clusters Score -1047969 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -1048023.750000 Penalty: 4483.793945
	Iteration 15Q: 3 clusters Score -1048024 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -1048077.000000 Penalty: 4483.793945
	Iteration 16Q: 3 clusters Score -1048077 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -1048131.437500 Penalty: 4483.793945
	Iteration 17Q: 3 clusters Score -1048131 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -1048202.812500 Penalty: 4483.793945
	Iteration 18Q: 3 clusters Score -1048203 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -1048311.187500 Penalty: 4483.793945
	Iteration 19Q: 3 clusters Score -1048311 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -1048423.875000 Penalty: 4483.793945
	Iteration 20F: 3 clusters Score -1048424 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -1048519.812500 Penalty: 4483.793945
	Iteration 21Q: 3 clusters Score -1048520 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -1048586.000000 Penalty: 4483.793945
	Iteration 22Q: 3 clusters Score -1048586 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -1048629.875000 Penalty: 4483.793945
	Iteration 23Q: 3 clusters Score -1048630 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -1048658.250000 Penalty: 4483.793945
	Iteration 24Q: 3 clusters Score -1048658 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -1048679.500000 Penalty: 4483.793945
	Iteration 25Q: 3 clusters Score -1048680 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -1048689.625000 Penalty: 4483.793945
	Iteration 26Q: 3 clusters Score -1048690 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -1048696.500000 Penalty: 4483.793945
	Iteration 27Q: 3 clusters Score -1048696 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -1048701.000000 Penalty: 4483.793945
	Iteration 28Q: 3 clusters Score -1048701 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -1048704.375000 Penalty: 4483.793945
	Iteration 29Q: 3 clusters Score -1048704 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -1048706.000000 Penalty: 4483.793945
	Iteration 30Q: 3 clusters Score -1048706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -1048705.750000 Penalty: 4483.793945
	Iteration 31Q: 3 clusters Score -1048706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -1048707.500000 Penalty: 4483.793945
	Iteration 32Q: 3 clusters Score -1048708 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -1048707.500000 Penalty: 4483.793945
	Iteration 33F: 3 clusters Score -1048708 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Entering Unmasked Estep 
Score: -317018.187500 Penalty: 1942.732788
	Iteration 0F: 2 clusters Score -317018.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -314096.750000 Penalty: 3885.465576
	Iteration 0F: 3 clusters Score -314096.8 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -314692.875000 Penalty: 3885.465576
	Iteration 1F: 3 clusters Score -314692.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -314889.750000 Penalty: 3885.465576
	Iteration 2F: 3 clusters Score -314889.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -314995.906250 Penalty: 3885.465576
	Iteration 3F: 3 clusters Score -314995.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -315052.218750 Penalty: 3885.465576
	Iteration 4Q: 3 clusters Score -315052.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -315084.156250 Penalty: 3885.465576
	Iteration 5Q: 3 clusters Score -315084.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -315103.687500 Penalty: 3885.465576
	Iteration 6Q: 3 clusters Score -315103.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -315115.937500 Penalty: 3885.465576
	Iteration 7Q: 3 clusters Score -315115.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -315126.687500 Penalty: 3885.465576
	Iteration 8Q: 3 clusters Score -315126.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -315130.750000 Penalty: 3885.465576
	Iteration 9Q: 3 clusters Score -315130.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -315137.625000 Penalty: 3885.465576
	Iteration 10Q: 3 clusters Score -315137.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -315142.312500 Penalty: 3885.465576
	Iteration 11Q: 3 clusters Score -315142.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -315145.156250 Penalty: 3885.465576
	Iteration 12Q: 3 clusters Score -315145.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -315150.218750 Penalty: 3885.465576
	Iteration 13Q: 3 clusters Score -315150.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -315153.843750 Penalty: 3885.465576
	Iteration 14Q: 3 clusters Score -315153.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -315158.218750 Penalty: 3885.465576
	Iteration 15Q: 3 clusters Score -315158.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -315160.031250 Penalty: 3885.465576
	Iteration 16Q: 3 clusters Score -315160 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -315163.687500 Penalty: 3885.465576
	Iteration 17Q: 3 clusters Score -315163.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -315165.406250 Penalty: 3885.465576
	Iteration 18Q: 3 clusters Score -315165.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -315167.968750 Penalty: 3885.465576
	Iteration 19Q: 3 clusters Score -315168 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -315171.687500 Penalty: 3885.465576
	Iteration 20F: 3 clusters Score -315171.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -315175.031250 Penalty: 3885.465576
	Iteration 21Q: 3 clusters Score -315175 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -315176.250000 Penalty: 3885.465576
	Iteration 22Q: 3 clusters Score -315176.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -315177.812500 Penalty: 3885.465576
	Iteration 23Q: 3 clusters Score -315177.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -315177.375000 Penalty: 3885.465576
	Iteration 24Q: 3 clusters Score -315177.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -315178.875000 Penalty: 3885.465576
	Iteration 25Q: 3 clusters Score -315178.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -315178.875000 Penalty: 3885.465576
	Iteration 26F: 3 clusters Score -315178.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Entering Unmasked Estep 
Score: -744831.250000 Penalty: 2065.874756
	Iteration 0F: 2 clusters Score -744831.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -740962.937500 Penalty: 4131.749512
	Iteration 0F: 3 clusters Score -740962.9 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -741936.312500 Penalty: 4131.749512
	Iteration 1F: 3 clusters Score -741936.3 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -742268.937500 Penalty: 4131.749512
	Iteration 2F: 3 clusters Score -742268.9 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -742540.875000 Penalty: 4131.749512
	Iteration 3F: 3 clusters Score -742540.9 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -742845.375000 Penalty: 4131.749512
	Iteration 4F: 3 clusters Score -742845.4 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -743178.812500 Penalty: 4131.749512
	Iteration 5F: 3 clusters Score -743178.8 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -743500.437500 Penalty: 4131.749512
	Iteration 6F: 3 clusters Score -743500.4 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -743734.125000 Penalty: 4131.749512
	Iteration 7F: 3 clusters Score -743734.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -743912.625000 Penalty: 4131.749512
	Iteration 8Q: 3 clusters Score -743912.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -744029.625000 Penalty: 4131.749512
	Iteration 9Q: 3 clusters Score -744029.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -744099.562500 Penalty: 4131.749512
	Iteration 10Q: 3 clusters Score -744099.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -744141.687500 Penalty: 4131.749512
	Iteration 11Q: 3 clusters Score -744141.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -744172.750000 Penalty: 4131.749512
	Iteration 12Q: 3 clusters Score -744172.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -744191.312500 Penalty: 4131.749512
	Iteration 13Q: 3 clusters Score -744191.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -744197.062500 Penalty: 4131.749512
	Iteration 14Q: 3 clusters Score -744197.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -744202.500000 Penalty: 4131.749512
	Iteration 15Q: 3 clusters Score -744202.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -744203.687500 Penalty: 4131.749512
	Iteration 16Q: 3 clusters Score -744203.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -744202.812500 Penalty: 4131.749512
	Iteration 17Q: 3 clusters Score -744202.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -744202.812500 Penalty: 4131.749512
	Iteration 18F: 3 clusters Score -744202.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (11941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11941 members 
Entering Unmasked Estep 
Score: -1361637.125000 Penalty: 2328.157959
	Iteration 0F: 2 clusters Score -1361637 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -1352777.375000 Penalty: 4656.315918
	Iteration 0F: 3 clusters Score -1352777 nChanged 5027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -1355765.750000 Penalty: 4656.315918
	Iteration 1F: 3 clusters Score -1355766 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -1356358.000000 Penalty: 4656.315918
	Iteration 2F: 3 clusters Score -1356358 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -1356864.125000 Penalty: 4656.315918
	Iteration 3F: 3 clusters Score -1356864 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -1357282.500000 Penalty: 4656.315918
	Iteration 4F: 3 clusters Score -1357282 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -1357633.250000 Penalty: 4656.315918
	Iteration 5F: 3 clusters Score -1357633 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -1357937.875000 Penalty: 4656.315918
	Iteration 6Q: 3 clusters Score -1357938 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -1358177.250000 Penalty: 4656.315918
	Iteration 7Q: 3 clusters Score -1358177 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -1358381.125000 Penalty: 4656.315918
	Iteration 8Q: 3 clusters Score -1358381 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -1358544.625000 Penalty: 4656.315918
	Iteration 9Q: 3 clusters Score -1358545 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -1358660.500000 Penalty: 4656.315918
	Iteration 10Q: 3 clusters Score -1358660 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -1358789.375000 Penalty: 4656.315918
	Iteration 11Q: 3 clusters Score -1358789 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -1358908.750000 Penalty: 4656.315918
	Iteration 12Q: 3 clusters Score -1358909 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -1359027.875000 Penalty: 4656.315918
	Iteration 13Q: 3 clusters Score -1359028 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -1359169.000000 Penalty: 4656.315918
	Iteration 14Q: 3 clusters Score -1359169 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -1359315.625000 Penalty: 4656.315918
	Iteration 15Q: 3 clusters Score -1359316 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -1359463.000000 Penalty: 4656.315918
	Iteration 16Q: 3 clusters Score -1359463 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -1359590.500000 Penalty: 4656.315918
	Iteration 17Q: 3 clusters Score -1359590 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9530 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -1359704.250000 Penalty: 4656.315918
	Iteration 18Q: 3 clusters Score -1359704 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -1359840.750000 Penalty: 4656.315918
	Iteration 19Q: 3 clusters Score -1359841 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -1360012.250000 Penalty: 4656.315918
	Iteration 20F: 3 clusters Score -1360012 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -1360173.375000 Penalty: 4656.315918
	Iteration 21Q: 3 clusters Score -1360173 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10457 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -1360344.000000 Penalty: 4656.315918
	Iteration 22Q: 3 clusters Score -1360344 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10622 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -1360512.125000 Penalty: 4656.315918
	Iteration 23Q: 3 clusters Score -1360512 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10763 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -1360654.750000 Penalty: 4656.315918
	Iteration 24Q: 3 clusters Score -1360655 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10869 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -1360764.750000 Penalty: 4656.315918
	Iteration 25Q: 3 clusters Score -1360765 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10943 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -1360841.625000 Penalty: 4656.315918
	Iteration 26Q: 3 clusters Score -1360842 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11006 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -1360903.625000 Penalty: 4656.315918
	Iteration 27Q: 3 clusters Score -1360904 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11052 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -1360944.875000 Penalty: 4656.315918
	Iteration 28Q: 3 clusters Score -1360945 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11083 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -1360979.875000 Penalty: 4656.315918
	Iteration 29Q: 3 clusters Score -1360980 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11108 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -1361004.875000 Penalty: 4656.315918
	Iteration 30Q: 3 clusters Score -1361005 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -1361025.250000 Penalty: 4656.315918
	Iteration 31Q: 3 clusters Score -1361025 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11142 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -1361046.500000 Penalty: 4656.315918
	Iteration 32Q: 3 clusters Score -1361046 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11152 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -1361062.625000 Penalty: 4656.315918
	Iteration 33Q: 3 clusters Score -1361063 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -1361074.000000 Penalty: 4656.315918
	Iteration 34Q: 3 clusters Score -1361074 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11170 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -1361077.750000 Penalty: 4656.315918
	Iteration 35Q: 3 clusters Score -1361078 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11172 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -1361079.875000 Penalty: 4656.315918
	Iteration 36Q: 3 clusters Score -1361080 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11169 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -1361079.625000 Penalty: 4656.315918
	Iteration 37Q: 3 clusters Score -1361080 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11170 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -1361080.625000 Penalty: 4656.315918
	Iteration 38Q: 3 clusters Score -1361081 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11170 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -1361151.500000 Penalty: 4656.315918
	Iteration 39F: 3 clusters Score -1361152 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11145 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -1361193.375000 Penalty: 4656.315918
	Iteration 40F: 3 clusters Score -1361193 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11130 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -1361220.375000 Penalty: 4656.315918
	Iteration 41Q: 3 clusters Score -1361220 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11124 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -1361244.500000 Penalty: 4656.315918
	Iteration 42Q: 3 clusters Score -1361244 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11119 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -1361259.500000 Penalty: 4656.315918
	Iteration 43Q: 3 clusters Score -1361260 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11109 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -1361276.250000 Penalty: 4656.315918
	Iteration 44Q: 3 clusters Score -1361276 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11110 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -1361292.500000 Penalty: 4656.315918
	Iteration 45Q: 3 clusters Score -1361292 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11109 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -1361305.500000 Penalty: 4656.315918
	Iteration 46Q: 3 clusters Score -1361306 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11103 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1361313.375000 Penalty: 4656.315918
	Iteration 47Q: 3 clusters Score -1361313 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11104 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -1361325.250000 Penalty: 4656.315918
	Iteration 48Q: 3 clusters Score -1361325 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11102 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -1361332.750000 Penalty: 4656.315918
	Iteration 49Q: 3 clusters Score -1361333 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11098 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -1361341.000000 Penalty: 4656.315918
	Iteration 50Q: 3 clusters Score -1361341 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11095 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -1361350.000000 Penalty: 4656.315918
	Iteration 51Q: 3 clusters Score -1361350 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11093 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1361352.250000 Penalty: 4656.315918
	Iteration 52Q: 3 clusters Score -1361352 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11090 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -1361355.375000 Penalty: 4656.315918
	Iteration 53Q: 3 clusters Score -1361355 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11090 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -1361359.625000 Penalty: 4656.315918
	Iteration 54Q: 3 clusters Score -1361360 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11091 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -1361363.125000 Penalty: 4656.315918
	Iteration 55Q: 3 clusters Score -1361363 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11089 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1361362.125000 Penalty: 4656.315918
	Iteration 56Q: 3 clusters Score -1361362 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11089 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1361363.500000 Penalty: 4656.315918
	Iteration 57F: 3 clusters Score -1361364 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11087 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -1361368.250000 Penalty: 4656.315918
	Iteration 58Q: 3 clusters Score -1361368 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11079 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1361376.375000 Penalty: 4656.315918
	Iteration 59Q: 3 clusters Score -1361376 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11068 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -1361390.250000 Penalty: 4656.315918
	Iteration 60F: 3 clusters Score -1361390 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11056 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1361397.750000 Penalty: 4656.315918
	Iteration 61Q: 3 clusters Score -1361398 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11051 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -1361404.250000 Penalty: 4656.315918
	Iteration 62Q: 3 clusters Score -1361404 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11053 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -1361411.000000 Penalty: 4656.315918
	Iteration 63Q: 3 clusters Score -1361411 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -1361412.625000 Penalty: 4656.315918
	Iteration 64Q: 3 clusters Score -1361413 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11053 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -1361414.625000 Penalty: 4656.315918
	Iteration 65Q: 3 clusters Score -1361415 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11053 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -1361415.250000 Penalty: 4656.315918
	Iteration 66Q: 3 clusters Score -1361415 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11053 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -1361415.250000 Penalty: 4656.315918
	Iteration 67F: 3 clusters Score -1361415 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Entering Unmasked Estep 
Score: -382572.093750 Penalty: 1987.964844
	Iteration 0F: 2 clusters Score -382572.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -379298.312500 Penalty: 3975.929688
	Iteration 0F: 3 clusters Score -379298.3 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -379961.500000 Penalty: 3975.929688
	Iteration 1F: 3 clusters Score -379961.5 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -380133.031250 Penalty: 3975.929688
	Iteration 2F: 3 clusters Score -380133 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -380261.937500 Penalty: 3975.929688
	Iteration 3F: 3 clusters Score -380261.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -380359.656250 Penalty: 3975.929688
	Iteration 4Q: 3 clusters Score -380359.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -380437.687500 Penalty: 3975.929688
	Iteration 5Q: 3 clusters Score -380437.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -380492.250000 Penalty: 3975.929688
	Iteration 6Q: 3 clusters Score -380492.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -380538.406250 Penalty: 3975.929688
	Iteration 7Q: 3 clusters Score -380538.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -380577.687500 Penalty: 3975.929688
	Iteration 8Q: 3 clusters Score -380577.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -380627.062500 Penalty: 3975.929688
	Iteration 9Q: 3 clusters Score -380627.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -380674.250000 Penalty: 3975.929688
	Iteration 10Q: 3 clusters Score -380674.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -380701.031250 Penalty: 3975.929688
	Iteration 11Q: 3 clusters Score -380701 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -380727.406250 Penalty: 3975.929688
	Iteration 12Q: 3 clusters Score -380727.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -380754.250000 Penalty: 3975.929688
	Iteration 13Q: 3 clusters Score -380754.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -380776.968750 Penalty: 3975.929688
	Iteration 14Q: 3 clusters Score -380777 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -380798.593750 Penalty: 3975.929688
	Iteration 15Q: 3 clusters Score -380798.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -380818.156250 Penalty: 3975.929688
	Iteration 16Q: 3 clusters Score -380818.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -380833.125000 Penalty: 3975.929688
	Iteration 17Q: 3 clusters Score -380833.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -380849.656250 Penalty: 3975.929688
	Iteration 18Q: 3 clusters Score -380849.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -380866.187500 Penalty: 3975.929688
	Iteration 19Q: 3 clusters Score -380866.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -380885.687500 Penalty: 3975.929688
	Iteration 20F: 3 clusters Score -380885.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -380909.031250 Penalty: 3975.929688
	Iteration 21Q: 3 clusters Score -380909 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -380927.687500 Penalty: 3975.929688
	Iteration 22Q: 3 clusters Score -380927.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -380941.187500 Penalty: 3975.929688
	Iteration 23Q: 3 clusters Score -380941.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -380950.562500 Penalty: 3975.929688
	Iteration 24Q: 3 clusters Score -380950.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -380955.937500 Penalty: 3975.929688
	Iteration 25Q: 3 clusters Score -380955.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -380960.843750 Penalty: 3975.929688
	Iteration 26Q: 3 clusters Score -380960.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -380967.843750 Penalty: 3975.929688
	Iteration 27Q: 3 clusters Score -380967.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -380974.375000 Penalty: 3975.929688
	Iteration 28Q: 3 clusters Score -380974.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -380979.062500 Penalty: 3975.929688
	Iteration 29Q: 3 clusters Score -380979.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -380982.031250 Penalty: 3975.929688
	Iteration 30Q: 3 clusters Score -380982 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -380983.968750 Penalty: 3975.929688
	Iteration 31Q: 3 clusters Score -380984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -380985.625000 Penalty: 3975.929688
	Iteration 32Q: 3 clusters Score -380985.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -380985.875000 Penalty: 3975.929688
	Iteration 33Q: 3 clusters Score -380985.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -380987.750000 Penalty: 3975.929688
	Iteration 34Q: 3 clusters Score -380987.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -380989.125000 Penalty: 3975.929688
	Iteration 35Q: 3 clusters Score -380989.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -380993.718750 Penalty: 3975.929688
	Iteration 36Q: 3 clusters Score -380993.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -380999.843750 Penalty: 3975.929688
	Iteration 37Q: 3 clusters Score -380999.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -381005.906250 Penalty: 3975.929688
	Iteration 38Q: 3 clusters Score -381005.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -381010.437500 Penalty: 3975.929688
	Iteration 39Q: 3 clusters Score -381010.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -381015.218750 Penalty: 3975.929688
	Iteration 40F: 3 clusters Score -381015.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -381019.250000 Penalty: 3975.929688
	Iteration 41Q: 3 clusters Score -381019.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -381024.968750 Penalty: 3975.929688
	Iteration 42Q: 3 clusters Score -381025 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -381030.406250 Penalty: 3975.929688
	Iteration 43Q: 3 clusters Score -381030.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -381038.718750 Penalty: 3975.929688
	Iteration 44Q: 3 clusters Score -381038.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -381046.312500 Penalty: 3975.929688
	Iteration 45Q: 3 clusters Score -381046.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -381054.593750 Penalty: 3975.929688
	Iteration 46Q: 3 clusters Score -381054.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -381059.562500 Penalty: 3975.929688
	Iteration 47Q: 3 clusters Score -381059.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -381061.125000 Penalty: 3975.929688
	Iteration 48Q: 3 clusters Score -381061.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -381061.468750 Penalty: 3975.929688
	Iteration 49Q: 3 clusters Score -381061.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -381061.968750 Penalty: 3975.929688
	Iteration 50Q: 3 clusters Score -381062 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -381063.031250 Penalty: 3975.929688
	Iteration 51Q: 3 clusters Score -381063 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -381063.125000 Penalty: 3975.929688
	Iteration 52Q: 3 clusters Score -381063.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -381063.125000 Penalty: 3975.929688
	Iteration 53F: 3 clusters Score -381063.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Entering Unmasked Estep 
Score: -316351.875000 Penalty: 1944.006836
	Iteration 0F: 2 clusters Score -316351.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -313386.937500 Penalty: 3888.013672
	Iteration 0F: 3 clusters Score -313386.9 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -313974.937500 Penalty: 3888.013672
	Iteration 1F: 3 clusters Score -313974.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -314153.625000 Penalty: 3888.013672
	Iteration 2F: 3 clusters Score -314153.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -314286.906250 Penalty: 3888.013672
	Iteration 3F: 3 clusters Score -314286.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -314388.937500 Penalty: 3888.013672
	Iteration 4Q: 3 clusters Score -314388.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -314477.250000 Penalty: 3888.013672
	Iteration 5Q: 3 clusters Score -314477.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -314557.062500 Penalty: 3888.013672
	Iteration 6Q: 3 clusters Score -314557.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -314635.031250 Penalty: 3888.013672
	Iteration 7Q: 3 clusters Score -314635 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -314729.562500 Penalty: 3888.013672
	Iteration 8Q: 3 clusters Score -314729.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -314821.687500 Penalty: 3888.013672
	Iteration 9Q: 3 clusters Score -314821.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -314953.750000 Penalty: 3888.013672
	Iteration 10Q: 3 clusters Score -314953.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -315121.718750 Penalty: 3888.013672
	Iteration 11Q: 3 clusters Score -315121.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -315283.000000 Penalty: 3888.013672
	Iteration 12Q: 3 clusters Score -315283 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -315425.843750 Penalty: 3888.013672
	Iteration 13Q: 3 clusters Score -315425.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -315494.656250 Penalty: 3888.013672
	Iteration 14Q: 3 clusters Score -315494.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -315529.843750 Penalty: 3888.013672
	Iteration 15Q: 3 clusters Score -315529.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -315558.031250 Penalty: 3888.013672
	Iteration 16Q: 3 clusters Score -315558 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -315585.500000 Penalty: 3888.013672
	Iteration 17Q: 3 clusters Score -315585.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -315604.687500 Penalty: 3888.013672
	Iteration 18Q: 3 clusters Score -315604.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -315628.375000 Penalty: 3888.013672
	Iteration 19Q: 3 clusters Score -315628.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -315647.281250 Penalty: 3888.013672
	Iteration 20F: 3 clusters Score -315647.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -315668.687500 Penalty: 3888.013672
	Iteration 21Q: 3 clusters Score -315668.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -315692.343750 Penalty: 3888.013672
	Iteration 22Q: 3 clusters Score -315692.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -315728.218750 Penalty: 3888.013672
	Iteration 23Q: 3 clusters Score -315728.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -315768.937500 Penalty: 3888.013672
	Iteration 24Q: 3 clusters Score -315768.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -315794.156250 Penalty: 3888.013672
	Iteration 25Q: 3 clusters Score -315794.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -315808.062500 Penalty: 3888.013672
	Iteration 26Q: 3 clusters Score -315808.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -315820.406250 Penalty: 3888.013672
	Iteration 27Q: 3 clusters Score -315820.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -315833.750000 Penalty: 3888.013672
	Iteration 28Q: 3 clusters Score -315833.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -315837.468750 Penalty: 3888.013672
	Iteration 29Q: 3 clusters Score -315837.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -315840.593750 Penalty: 3888.013672
	Iteration 30Q: 3 clusters Score -315840.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -315845.531250 Penalty: 3888.013672
	Iteration 31Q: 3 clusters Score -315845.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -315849.781250 Penalty: 3888.013672
	Iteration 32Q: 3 clusters Score -315849.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -315851.625000 Penalty: 3888.013672
	Iteration 33Q: 3 clusters Score -315851.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -315853.406250 Penalty: 3888.013672
	Iteration 34Q: 3 clusters Score -315853.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -315856.000000 Penalty: 3888.013672
	Iteration 35Q: 3 clusters Score -315856 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -315857.500000 Penalty: 3888.013672
	Iteration 36Q: 3 clusters Score -315857.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -315857.500000 Penalty: 3888.013672
	Iteration 37Q: 3 clusters Score -315857.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -315857.500000 Penalty: 3888.013672
	Iteration 38F: 3 clusters Score -315857.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Entering Unmasked Estep 
Score: -53069.867188 Penalty: 1460.441650
	Iteration 0F: 2 clusters Score -53069.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -51741.484375 Penalty: 2920.883301
	Iteration 0F: 3 clusters Score -51741.48 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -52194.792969 Penalty: 2920.883301
	Iteration 1F: 3 clusters Score -52194.79 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -52660.289062 Penalty: 2920.883301
	Iteration 2F: 3 clusters Score -52660.29 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -52725.636719 Penalty: 2920.883301
	Iteration 3Q: 3 clusters Score -52725.64 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -52752.593750 Penalty: 2920.883301
	Iteration 4Q: 3 clusters Score -52752.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -52764.207031 Penalty: 2920.883301
	Iteration 5Q: 3 clusters Score -52764.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -52780.054688 Penalty: 2920.883301
	Iteration 6Q: 3 clusters Score -52780.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -52788.507812 Penalty: 2920.883301
	Iteration 7Q: 3 clusters Score -52788.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -52806.187500 Penalty: 2920.883301
	Iteration 8Q: 3 clusters Score -52806.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -52834.605469 Penalty: 2920.883301
	Iteration 9Q: 3 clusters Score -52834.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -52864.398438 Penalty: 2920.883301
	Iteration 10Q: 3 clusters Score -52864.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -52894.277344 Penalty: 2920.883301
	Iteration 11Q: 3 clusters Score -52894.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -52920.632812 Penalty: 2920.883301
	Iteration 12Q: 3 clusters Score -52920.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -52928.937500 Penalty: 2920.883301
	Iteration 13Q: 3 clusters Score -52928.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -52939.796875 Penalty: 2920.883301
	Iteration 14Q: 3 clusters Score -52939.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -52939.796875 Penalty: 2920.883301
	Iteration 15F: 3 clusters Score -52939.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (7681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Entering Unmasked Estep 
Score: -974471.750000 Penalty: 2218.733154
	Iteration 0F: 2 clusters Score -974471.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -968239.000000 Penalty: 4437.466309
	Iteration 0F: 3 clusters Score -968239 nChanged 3144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -970289.750000 Penalty: 4437.466309
	Iteration 1F: 3 clusters Score -970289.8 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -970906.687500 Penalty: 4437.466309
	Iteration 2F: 3 clusters Score -970906.7 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -971459.687500 Penalty: 4437.466309
	Iteration 3F: 3 clusters Score -971459.7 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -971931.500000 Penalty: 4437.466309
	Iteration 4F: 3 clusters Score -971931.5 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -972319.437500 Penalty: 4437.466309
	Iteration 5F: 3 clusters Score -972319.4 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -972671.125000 Penalty: 4437.466309
	Iteration 6Q: 3 clusters Score -972671.1 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -972914.812500 Penalty: 4437.466309
	Iteration 7Q: 3 clusters Score -972914.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -973067.312500 Penalty: 4437.466309
	Iteration 8Q: 3 clusters Score -973067.3 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -973176.937500 Penalty: 4437.466309
	Iteration 9Q: 3 clusters Score -973176.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -973234.125000 Penalty: 4437.466309
	Iteration 10Q: 3 clusters Score -973234.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -973270.875000 Penalty: 4437.466309
	Iteration 11Q: 3 clusters Score -973270.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -973307.500000 Penalty: 4437.466309
	Iteration 12Q: 3 clusters Score -973307.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -973328.687500 Penalty: 4437.466309
	Iteration 13Q: 3 clusters Score -973328.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -973348.500000 Penalty: 4437.466309
	Iteration 14Q: 3 clusters Score -973348.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -973371.000000 Penalty: 4437.466309
	Iteration 15Q: 3 clusters Score -973371 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -973395.062500 Penalty: 4437.466309
	Iteration 16Q: 3 clusters Score -973395.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -973418.875000 Penalty: 4437.466309
	Iteration 17Q: 3 clusters Score -973418.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -973436.875000 Penalty: 4437.466309
	Iteration 18Q: 3 clusters Score -973436.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -973448.000000 Penalty: 4437.466309
	Iteration 19Q: 3 clusters Score -973448 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -973457.562500 Penalty: 4437.466309
	Iteration 20F: 3 clusters Score -973457.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -973468.000000 Penalty: 4437.466309
	Iteration 21Q: 3 clusters Score -973468 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -973472.000000 Penalty: 4437.466309
	Iteration 22Q: 3 clusters Score -973472 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -973475.875000 Penalty: 4437.466309
	Iteration 23Q: 3 clusters Score -973475.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -973479.625000 Penalty: 4437.466309
	Iteration 24Q: 3 clusters Score -973479.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -973482.687500 Penalty: 4437.466309
	Iteration 25Q: 3 clusters Score -973482.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -973486.750000 Penalty: 4437.466309
	Iteration 26Q: 3 clusters Score -973486.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -973488.687500 Penalty: 4437.466309
	Iteration 27Q: 3 clusters Score -973488.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -973489.250000 Penalty: 4437.466309
	Iteration 28Q: 3 clusters Score -973489.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -973489.937500 Penalty: 4437.466309
	Iteration 29Q: 3 clusters Score -973489.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -973489.937500 Penalty: 4437.466309
	Iteration 30F: 3 clusters Score -973489.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (173638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173638 members 
Entering Unmasked Estep 
Score: -22215362.000000 Penalty: 2992.052490
	Iteration 0F: 2 clusters Score -2.221536e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86518 members 
Mstep: Class 2 contains 87120 members 
Entering Unmasked Estep 
Score: -22099388.000000 Penalty: 5984.104980
	Iteration 0F: 3 clusters Score -2.209939e+07 nChanged 83009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81899 members 
Mstep: Class 2 contains 91739 members 
Entering Unmasked Estep 
Score: -22147272.000000 Penalty: 5984.104980
	Iteration 1F: 3 clusters Score -2.214727e+07 nChanged 5254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79045 members 
Mstep: Class 2 contains 94593 members 
Entering Unmasked Estep 
Score: -22148516.000000 Penalty: 5984.104980
	Iteration 2Q: 3 clusters Score -2.214852e+07 nChanged 6366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74587 members 
Mstep: Class 2 contains 99051 members 
Entering Unmasked Estep 
Score: -22150420.000000 Penalty: 5984.104980
	Iteration 3Q: 3 clusters Score -2.215042e+07 nChanged 8514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67521 members 
Mstep: Class 2 contains 106117 members 
Entering Unmasked Estep 
Score: -22154572.000000 Penalty: 5984.104980
	Iteration 4Q: 3 clusters Score -2.215457e+07 nChanged 11633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57050 members 
Mstep: Class 2 contains 116588 members 
Entering Unmasked Estep 
Score: -22161732.000000 Penalty: 5984.104980
	Iteration 5F: 3 clusters Score -2.216173e+07 nChanged 14668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43194 members 
Mstep: Class 2 contains 130444 members 
Entering Unmasked Estep 
Score: -22173160.000000 Penalty: 5984.104980
	Iteration 6F: 3 clusters Score -2.217316e+07 nChanged 15759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27859 members 
Mstep: Class 2 contains 145779 members 
Entering Unmasked Estep 
Score: -22188170.000000 Penalty: 5984.104980
	Iteration 7F: 3 clusters Score -2.218817e+07 nChanged 12515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15494 members 
Mstep: Class 2 contains 158144 members 
Entering Unmasked Estep 
Score: -22200944.000000 Penalty: 5984.104980
	Iteration 8F: 3 clusters Score -2.220094e+07 nChanged 6866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 164954 members 
Entering Unmasked Estep 
Score: -22208564.000000 Penalty: 5984.104980
	Iteration 9Q: 3 clusters Score -2.220856e+07 nChanged 2859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 167621 members 
Entering Unmasked Estep 
Score: -22212298.000000 Penalty: 5984.104980
	Iteration 10Q: 3 clusters Score -2.22123e+07 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 168539 members 
Entering Unmasked Estep 
Score: -22213742.000000 Penalty: 5984.104980
	Iteration 11Q: 3 clusters Score -2.221374e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 169016 members 
Entering Unmasked Estep 
Score: -22214220.000000 Penalty: 5984.104980
	Iteration 12Q: 3 clusters Score -2.221422e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 169333 members 
Entering Unmasked Estep 
Score: -22214428.000000 Penalty: 5984.104980
	Iteration 13Q: 3 clusters Score -2.221443e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 169557 members 
Entering Unmasked Estep 
Score: -22214548.000000 Penalty: 5984.104980
	Iteration 14Q: 3 clusters Score -2.221455e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 169699 members 
Entering Unmasked Estep 
Score: -22214568.000000 Penalty: 5984.104980
	Iteration 15Q: 3 clusters Score -2.221457e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 169835 members 
Entering Unmasked Estep 
Score: -22214664.000000 Penalty: 5984.104980
	Iteration 16Q: 3 clusters Score -2.221466e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 169933 members 
Entering Unmasked Estep 
Score: -22214706.000000 Penalty: 5984.104980
	Iteration 17Q: 3 clusters Score -2.221471e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 170005 members 
Entering Unmasked Estep 
Score: -22214688.000000 Penalty: 5984.104980
	Iteration 18Q: 3 clusters Score -2.221469e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 170059 members 
Entering Unmasked Estep 
Score: -22214698.000000 Penalty: 5984.104980
	Iteration 19Q: 3 clusters Score -2.22147e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 170101 members 
Entering Unmasked Estep 
Score: -22214710.000000 Penalty: 5984.104980
	Iteration 20F: 3 clusters Score -2.221471e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 170127 members 
Entering Unmasked Estep 
Score: -22214698.000000 Penalty: 5984.104980
	Iteration 21Q: 3 clusters Score -2.22147e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 170145 members 
Entering Unmasked Estep 
Score: -22214702.000000 Penalty: 5984.104980
	Iteration 22Q: 3 clusters Score -2.22147e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 170161 members 
Entering Unmasked Estep 
Score: -22214702.000000 Penalty: 5984.104980
	Iteration 23Q: 3 clusters Score -2.22147e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 170179 members 
Entering Unmasked Estep 
Score: -22214712.000000 Penalty: 5984.104980
	Iteration 24Q: 3 clusters Score -2.221471e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 170191 members 
Entering Unmasked Estep 
Score: -22214722.000000 Penalty: 5984.104980
	Iteration 25Q: 3 clusters Score -2.221472e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 170202 members 
Entering Unmasked Estep 
Score: -22214702.000000 Penalty: 5984.104980
	Iteration 26Q: 3 clusters Score -2.22147e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 170208 members 
Entering Unmasked Estep 
Score: -22214708.000000 Penalty: 5984.104980
	Iteration 27Q: 3 clusters Score -2.221471e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 170214 members 
Entering Unmasked Estep 
Score: -22214712.000000 Penalty: 5984.104980
	Iteration 28Q: 3 clusters Score -2.221471e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 170222 members 
Entering Unmasked Estep 
Score: -22214714.000000 Penalty: 5984.104980
	Iteration 29Q: 3 clusters Score -2.221471e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 170233 members 
Entering Unmasked Estep 
Score: -22214704.000000 Penalty: 5984.104980
	Iteration 30Q: 3 clusters Score -2.22147e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 170239 members 
Entering Unmasked Estep 
Score: -22214716.000000 Penalty: 5984.104980
	Iteration 31Q: 3 clusters Score -2.221472e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 170245 members 
Entering Unmasked Estep 
Score: -22214714.000000 Penalty: 5984.104980
	Iteration 32Q: 3 clusters Score -2.221471e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 170248 members 
Entering Unmasked Estep 
Score: -22214706.000000 Penalty: 5984.104980
	Iteration 33Q: 3 clusters Score -2.221471e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 170249 members 
Entering Unmasked Estep 
Score: -22214718.000000 Penalty: 5984.104980
	Iteration 34Q: 3 clusters Score -2.221472e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 170250 members 
Entering Unmasked Estep 
Score: -22214712.000000 Penalty: 5984.104980
	Iteration 35Q: 3 clusters Score -2.221471e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 170251 members 
Entering Unmasked Estep 
Score: -22214714.000000 Penalty: 5984.104980
	Iteration 36Q: 3 clusters Score -2.221471e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 170251 members 
Entering Unmasked Estep 
Score: -22214714.000000 Penalty: 5984.104980
	Iteration 37F: 3 clusters Score -2.221471e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (8502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Entering Unmasked Estep 
Score: -938285.125000 Penalty: 2243.917969
	Iteration 0F: 2 clusters Score -938285.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -931534.312500 Penalty: 4487.835938
	Iteration 0F: 3 clusters Score -931534.3 nChanged 3528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -933686.062500 Penalty: 4487.835938
	Iteration 1F: 3 clusters Score -933686.1 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -934190.187500 Penalty: 4487.835938
	Iteration 2F: 3 clusters Score -934190.2 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -934592.125000 Penalty: 4487.835938
	Iteration 3F: 3 clusters Score -934592.1 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -934907.062500 Penalty: 4487.835938
	Iteration 4F: 3 clusters Score -934907.1 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -935162.500000 Penalty: 4487.835938
	Iteration 5F: 3 clusters Score -935162.5 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -935393.750000 Penalty: 4487.835938
	Iteration 6Q: 3 clusters Score -935393.8 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -935566.000000 Penalty: 4487.835938
	Iteration 7Q: 3 clusters Score -935566 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -935717.062500 Penalty: 4487.835938
	Iteration 8Q: 3 clusters Score -935717.1 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -935882.187500 Penalty: 4487.835938
	Iteration 9Q: 3 clusters Score -935882.2 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -935998.500000 Penalty: 4487.835938
	Iteration 10Q: 3 clusters Score -935998.5 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -936077.187500 Penalty: 4487.835938
	Iteration 11Q: 3 clusters Score -936077.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -936122.062500 Penalty: 4487.835938
	Iteration 12Q: 3 clusters Score -936122.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -936167.125000 Penalty: 4487.835938
	Iteration 13Q: 3 clusters Score -936167.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -936206.187500 Penalty: 4487.835938
	Iteration 14Q: 3 clusters Score -936206.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -936233.250000 Penalty: 4487.835938
	Iteration 15Q: 3 clusters Score -936233.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -936261.625000 Penalty: 4487.835938
	Iteration 16Q: 3 clusters Score -936261.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -936289.687500 Penalty: 4487.835938
	Iteration 17Q: 3 clusters Score -936289.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -936314.500000 Penalty: 4487.835938
	Iteration 18Q: 3 clusters Score -936314.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -936347.562500 Penalty: 4487.835938
	Iteration 19Q: 3 clusters Score -936347.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -936382.062500 Penalty: 4487.835938
	Iteration 20F: 3 clusters Score -936382.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -936411.312500 Penalty: 4487.835938
	Iteration 21Q: 3 clusters Score -936411.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -936441.250000 Penalty: 4487.835938
	Iteration 22Q: 3 clusters Score -936441.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -936463.062500 Penalty: 4487.835938
	Iteration 23Q: 3 clusters Score -936463.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -936482.937500 Penalty: 4487.835938
	Iteration 24Q: 3 clusters Score -936482.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -936505.750000 Penalty: 4487.835938
	Iteration 25Q: 3 clusters Score -936505.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -936537.187500 Penalty: 4487.835938
	Iteration 26Q: 3 clusters Score -936537.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -936565.750000 Penalty: 4487.835938
	Iteration 27Q: 3 clusters Score -936565.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -936595.687500 Penalty: 4487.835938
	Iteration 28Q: 3 clusters Score -936595.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -936625.625000 Penalty: 4487.835938
	Iteration 29Q: 3 clusters Score -936625.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -936657.500000 Penalty: 4487.835938
	Iteration 30Q: 3 clusters Score -936657.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -936682.812500 Penalty: 4487.835938
	Iteration 31Q: 3 clusters Score -936682.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -936709.562500 Penalty: 4487.835938
	Iteration 32Q: 3 clusters Score -936709.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -936733.750000 Penalty: 4487.835938
	Iteration 33Q: 3 clusters Score -936733.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -936753.812500 Penalty: 4487.835938
	Iteration 34Q: 3 clusters Score -936753.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -936776.875000 Penalty: 4487.835938
	Iteration 35Q: 3 clusters Score -936776.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -936797.562500 Penalty: 4487.835938
	Iteration 36Q: 3 clusters Score -936797.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -936821.437500 Penalty: 4487.835938
	Iteration 37Q: 3 clusters Score -936821.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -936843.125000 Penalty: 4487.835938
	Iteration 38Q: 3 clusters Score -936843.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -936853.812500 Penalty: 4487.835938
	Iteration 39Q: 3 clusters Score -936853.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -936872.562500 Penalty: 4487.835938
	Iteration 40F: 3 clusters Score -936872.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -936889.625000 Penalty: 4487.835938
	Iteration 41Q: 3 clusters Score -936889.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -936903.125000 Penalty: 4487.835938
	Iteration 42Q: 3 clusters Score -936903.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -936917.250000 Penalty: 4487.835938
	Iteration 43Q: 3 clusters Score -936917.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -936925.937500 Penalty: 4487.835938
	Iteration 44Q: 3 clusters Score -936925.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -936932.937500 Penalty: 4487.835938
	Iteration 45Q: 3 clusters Score -936932.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -936939.375000 Penalty: 4487.835938
	Iteration 46Q: 3 clusters Score -936939.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -936944.812500 Penalty: 4487.835938
	Iteration 47Q: 3 clusters Score -936944.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -936952.437500 Penalty: 4487.835938
	Iteration 48Q: 3 clusters Score -936952.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -936960.875000 Penalty: 4487.835938
	Iteration 49Q: 3 clusters Score -936960.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -936964.562500 Penalty: 4487.835938
	Iteration 50Q: 3 clusters Score -936964.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -936969.750000 Penalty: 4487.835938
	Iteration 51Q: 3 clusters Score -936969.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -936976.000000 Penalty: 4487.835938
	Iteration 52Q: 3 clusters Score -936976 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -936983.937500 Penalty: 4487.835938
	Iteration 53Q: 3 clusters Score -936983.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -936987.625000 Penalty: 4487.835938
	Iteration 54Q: 3 clusters Score -936987.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -936995.125000 Penalty: 4487.835938
	Iteration 55Q: 3 clusters Score -936995.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -937003.437500 Penalty: 4487.835938
	Iteration 56Q: 3 clusters Score -937003.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -937006.375000 Penalty: 4487.835938
	Iteration 57Q: 3 clusters Score -937006.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -937015.875000 Penalty: 4487.835938
	Iteration 58Q: 3 clusters Score -937015.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -937018.750000 Penalty: 4487.835938
	Iteration 59Q: 3 clusters Score -937018.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -937021.062500 Penalty: 4487.835938
	Iteration 60F: 3 clusters Score -937021.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -937027.875000 Penalty: 4487.835938
	Iteration 61Q: 3 clusters Score -937027.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -937028.750000 Penalty: 4487.835938
	Iteration 62Q: 3 clusters Score -937028.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -937036.062500 Penalty: 4487.835938
	Iteration 63Q: 3 clusters Score -937036.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -937036.125000 Penalty: 4487.835938
	Iteration 64Q: 3 clusters Score -937036.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -937038.562500 Penalty: 4487.835938
	Iteration 65Q: 3 clusters Score -937038.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -937041.187500 Penalty: 4487.835938
	Iteration 66Q: 3 clusters Score -937041.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -937041.812500 Penalty: 4487.835938
	Iteration 67Q: 3 clusters Score -937041.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -937042.187500 Penalty: 4487.835938
	Iteration 68Q: 3 clusters Score -937042.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -937045.125000 Penalty: 4487.835938
	Iteration 69Q: 3 clusters Score -937045.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -937046.375000 Penalty: 4487.835938
	Iteration 70Q: 3 clusters Score -937046.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -937047.062500 Penalty: 4487.835938
	Iteration 71Q: 3 clusters Score -937047.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -937050.187500 Penalty: 4487.835938
	Iteration 72Q: 3 clusters Score -937050.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -937049.000000 Penalty: 4487.835938
	Iteration 73Q: 3 clusters Score -937049 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -937049.312500 Penalty: 4487.835938
	Iteration 74Q: 3 clusters Score -937049.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -937050.625000 Penalty: 4487.835938
	Iteration 75Q: 3 clusters Score -937050.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -937048.750000 Penalty: 4487.835938
	Iteration 76Q: 3 clusters Score -937048.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -937048.750000 Penalty: 4487.835938
	Iteration 77F: 3 clusters Score -937048.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Entering Unmasked Estep 
Score: -458734.531250 Penalty: 2070.437256
	Iteration 0F: 2 clusters Score -458734.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -454725.000000 Penalty: 4140.874512
	Iteration 0F: 3 clusters Score -454725 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -455688.625000 Penalty: 4140.874512
	Iteration 1F: 3 clusters Score -455688.6 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -455938.281250 Penalty: 4140.874512
	Iteration 2F: 3 clusters Score -455938.3 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -456130.875000 Penalty: 4140.874512
	Iteration 3F: 3 clusters Score -456130.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -456272.781250 Penalty: 4140.874512
	Iteration 4Q: 3 clusters Score -456272.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -456408.312500 Penalty: 4140.874512
	Iteration 5Q: 3 clusters Score -456408.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -456520.500000 Penalty: 4140.874512
	Iteration 6Q: 3 clusters Score -456520.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -456614.937500 Penalty: 4140.874512
	Iteration 7Q: 3 clusters Score -456614.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -456737.031250 Penalty: 4140.874512
	Iteration 8Q: 3 clusters Score -456737 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -456840.343750 Penalty: 4140.874512
	Iteration 9Q: 3 clusters Score -456840.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -456951.593750 Penalty: 4140.874512
	Iteration 10Q: 3 clusters Score -456951.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -457083.343750 Penalty: 4140.874512
	Iteration 11Q: 3 clusters Score -457083.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -457205.562500 Penalty: 4140.874512
	Iteration 12Q: 3 clusters Score -457205.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -457321.000000 Penalty: 4140.874512
	Iteration 13Q: 3 clusters Score -457321 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -457409.562500 Penalty: 4140.874512
	Iteration 14Q: 3 clusters Score -457409.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -457494.593750 Penalty: 4140.874512
	Iteration 15Q: 3 clusters Score -457494.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -457568.906250 Penalty: 4140.874512
	Iteration 16Q: 3 clusters Score -457568.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -457609.250000 Penalty: 4140.874512
	Iteration 17Q: 3 clusters Score -457609.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -457633.875000 Penalty: 4140.874512
	Iteration 18Q: 3 clusters Score -457633.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -457649.031250 Penalty: 4140.874512
	Iteration 19Q: 3 clusters Score -457649 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -457657.531250 Penalty: 4140.874512
	Iteration 20F: 3 clusters Score -457657.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -457663.437500 Penalty: 4140.874512
	Iteration 21Q: 3 clusters Score -457663.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -457671.437500 Penalty: 4140.874512
	Iteration 22Q: 3 clusters Score -457671.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -457673.750000 Penalty: 4140.874512
	Iteration 23Q: 3 clusters Score -457673.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -457680.875000 Penalty: 4140.874512
	Iteration 24Q: 3 clusters Score -457680.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -457686.531250 Penalty: 4140.874512
	Iteration 25Q: 3 clusters Score -457686.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -457693.906250 Penalty: 4140.874512
	Iteration 26Q: 3 clusters Score -457693.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -457699.562500 Penalty: 4140.874512
	Iteration 27Q: 3 clusters Score -457699.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -457701.406250 Penalty: 4140.874512
	Iteration 28Q: 3 clusters Score -457701.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -457706.687500 Penalty: 4140.874512
	Iteration 29Q: 3 clusters Score -457706.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -457712.125000 Penalty: 4140.874512
	Iteration 30Q: 3 clusters Score -457712.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -457714.218750 Penalty: 4140.874512
	Iteration 31Q: 3 clusters Score -457714.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -457716.406250 Penalty: 4140.874512
	Iteration 32Q: 3 clusters Score -457716.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -457718.156250 Penalty: 4140.874512
	Iteration 33Q: 3 clusters Score -457718.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -457718.718750 Penalty: 4140.874512
	Iteration 34Q: 3 clusters Score -457718.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -457719.750000 Penalty: 4140.874512
	Iteration 35Q: 3 clusters Score -457719.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -457720.531250 Penalty: 4140.874512
	Iteration 36Q: 3 clusters Score -457720.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -457721.687500 Penalty: 4140.874512
	Iteration 37Q: 3 clusters Score -457721.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -457721.812500 Penalty: 4140.874512
	Iteration 38Q: 3 clusters Score -457721.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -457723.000000 Penalty: 4140.874512
	Iteration 39Q: 3 clusters Score -457723 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -457723.968750 Penalty: 4140.874512
	Iteration 40F: 3 clusters Score -457724 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (23438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23438 members 
Entering Unmasked Estep 
Score: -2962601.750000 Penalty: 2495.404297
	Iteration 0F: 2 clusters Score -2962602 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11902 members 
Mstep: Class 2 contains 11536 members 
Entering Unmasked Estep 
Score: -2946318.750000 Penalty: 4990.808594
	Iteration 0F: 3 clusters Score -2946319 nChanged 10477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13311 members 
Mstep: Class 2 contains 10127 members 
Entering Unmasked Estep 
Score: -2952159.500000 Penalty: 4990.808594
	Iteration 1F: 3 clusters Score -2952160 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14260 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
Score: -2953075.000000 Penalty: 4990.808594
	Iteration 2F: 3 clusters Score -2953075 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15434 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -2954165.000000 Penalty: 4990.808594
	Iteration 3F: 3 clusters Score -2954165 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16682 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -2955417.250000 Penalty: 4990.808594
	Iteration 4F: 3 clusters Score -2955417 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17860 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -2956607.500000 Penalty: 4990.808594
	Iteration 5F: 3 clusters Score -2956608 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18975 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -2957552.250000 Penalty: 4990.808594
	Iteration 6F: 3 clusters Score -2957552 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19779 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -2958150.250000 Penalty: 4990.808594
	Iteration 7Q: 3 clusters Score -2958150 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20438 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -2958596.500000 Penalty: 4990.808594
	Iteration 8Q: 3 clusters Score -2958596 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21031 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -2958971.750000 Penalty: 4990.808594
	Iteration 9Q: 3 clusters Score -2958972 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21499 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -2959278.500000 Penalty: 4990.808594
	Iteration 10Q: 3 clusters Score -2959278 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21896 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -2959531.250000 Penalty: 4990.808594
	Iteration 11Q: 3 clusters Score -2959531 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22214 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -2959766.250000 Penalty: 4990.808594
	Iteration 12Q: 3 clusters Score -2959766 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22425 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -2959931.750000 Penalty: 4990.808594
	Iteration 13Q: 3 clusters Score -2959932 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22594 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -2960059.500000 Penalty: 4990.808594
	Iteration 14Q: 3 clusters Score -2960060 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22714 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -2960167.500000 Penalty: 4990.808594
	Iteration 15Q: 3 clusters Score -2960168 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22805 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -2960245.250000 Penalty: 4990.808594
	Iteration 16Q: 3 clusters Score -2960245 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22871 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -2960297.000000 Penalty: 4990.808594
	Iteration 17Q: 3 clusters Score -2960297 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22921 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -2960334.500000 Penalty: 4990.808594
	Iteration 18Q: 3 clusters Score -2960334 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22953 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -2960374.500000 Penalty: 4990.808594
	Iteration 19Q: 3 clusters Score -2960374 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22976 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -2960399.000000 Penalty: 4990.808594
	Iteration 20F: 3 clusters Score -2960399 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22991 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -2960414.000000 Penalty: 4990.808594
	Iteration 21Q: 3 clusters Score -2960414 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23002 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -2960420.000000 Penalty: 4990.808594
	Iteration 22Q: 3 clusters Score -2960420 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23009 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -2960429.500000 Penalty: 4990.808594
	Iteration 23Q: 3 clusters Score -2960430 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23018 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -2960438.000000 Penalty: 4990.808594
	Iteration 24Q: 3 clusters Score -2960438 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23022 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -2960445.500000 Penalty: 4990.808594
	Iteration 25Q: 3 clusters Score -2960446 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23024 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -2960450.500000 Penalty: 4990.808594
	Iteration 26Q: 3 clusters Score -2960450 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23027 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -2960457.000000 Penalty: 4990.808594
	Iteration 27Q: 3 clusters Score -2960457 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23029 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -2960456.250000 Penalty: 4990.808594
	Iteration 28Q: 3 clusters Score -2960456 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23030 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -2960463.000000 Penalty: 4990.808594
	Iteration 29Q: 3 clusters Score -2960463 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23030 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -2960463.000000 Penalty: 4990.808594
	Iteration 30F: 3 clusters Score -2960463 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4010 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Entering Unmasked Estep 
Score: -495025.625000 Penalty: 2057.543701
	Iteration 0F: 2 clusters Score -495025.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -491120.812500 Penalty: 4115.087402
	Iteration 0F: 3 clusters Score -491120.8 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -492027.906250 Penalty: 4115.087402
	Iteration 1F: 3 clusters Score -492027.9 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -492286.437500 Penalty: 4115.087402
	Iteration 2F: 3 clusters Score -492286.4 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -492462.625000 Penalty: 4115.087402
	Iteration 3F: 3 clusters Score -492462.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -492602.968750 Penalty: 4115.087402
	Iteration 4Q: 3 clusters Score -492603 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -492716.468750 Penalty: 4115.087402
	Iteration 5Q: 3 clusters Score -492716.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -492817.093750 Penalty: 4115.087402
	Iteration 6Q: 3 clusters Score -492817.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -492915.125000 Penalty: 4115.087402
	Iteration 7Q: 3 clusters Score -492915.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -493015.343750 Penalty: 4115.087402
	Iteration 8Q: 3 clusters Score -493015.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -493120.000000 Penalty: 4115.087402
	Iteration 9Q: 3 clusters Score -493120 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -493221.843750 Penalty: 4115.087402
	Iteration 10Q: 3 clusters Score -493221.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -493333.250000 Penalty: 4115.087402
	Iteration 11Q: 3 clusters Score -493333.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -493422.187500 Penalty: 4115.087402
	Iteration 12Q: 3 clusters Score -493422.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -493510.125000 Penalty: 4115.087402
	Iteration 13Q: 3 clusters Score -493510.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -493592.062500 Penalty: 4115.087402
	Iteration 14Q: 3 clusters Score -493592.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -493657.000000 Penalty: 4115.087402
	Iteration 15Q: 3 clusters Score -493657 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -493710.281250 Penalty: 4115.087402
	Iteration 16Q: 3 clusters Score -493710.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -493757.343750 Penalty: 4115.087402
	Iteration 17Q: 3 clusters Score -493757.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -493811.156250 Penalty: 4115.087402
	Iteration 18Q: 3 clusters Score -493811.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -493861.093750 Penalty: 4115.087402
	Iteration 19Q: 3 clusters Score -493861.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -493894.562500 Penalty: 4115.087402
	Iteration 20F: 3 clusters Score -493894.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -493924.000000 Penalty: 4115.087402
	Iteration 21Q: 3 clusters Score -493924 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -493940.375000 Penalty: 4115.087402
	Iteration 22Q: 3 clusters Score -493940.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -493947.437500 Penalty: 4115.087402
	Iteration 23Q: 3 clusters Score -493947.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -493950.937500 Penalty: 4115.087402
	Iteration 24Q: 3 clusters Score -493950.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -493955.531250 Penalty: 4115.087402
	Iteration 25Q: 3 clusters Score -493955.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -493959.062500 Penalty: 4115.087402
	Iteration 26Q: 3 clusters Score -493959.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -493960.875000 Penalty: 4115.087402
	Iteration 27Q: 3 clusters Score -493960.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -493960.843750 Penalty: 4115.087402
	Iteration 28Q: 3 clusters Score -493960.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -493962.875000 Penalty: 4115.087402
	Iteration 29Q: 3 clusters Score -493962.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -493964.343750 Penalty: 4115.087402
	Iteration 30Q: 3 clusters Score -493964.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -493966.968750 Penalty: 4115.087402
	Iteration 31Q: 3 clusters Score -493967 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -493966.562500 Penalty: 4115.087402
	Iteration 32Q: 3 clusters Score -493966.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -493967.531250 Penalty: 4115.087402
	Iteration 33Q: 3 clusters Score -493967.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -493967.531250 Penalty: 4115.087402
	Iteration 34F: 3 clusters Score -493967.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (6649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Entering Unmasked Estep 
Score: -830734.812500 Penalty: 2182.950928
	Iteration 0F: 2 clusters Score -830734.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -825152.812500 Penalty: 4365.901855
	Iteration 0F: 3 clusters Score -825152.8 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -826648.187500 Penalty: 4365.901855
	Iteration 1F: 3 clusters Score -826648.2 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -826947.000000 Penalty: 4365.901855
	Iteration 2F: 3 clusters Score -826947 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -827129.875000 Penalty: 4365.901855
	Iteration 3F: 3 clusters Score -827129.9 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -827269.812500 Penalty: 4365.901855
	Iteration 4Q: 3 clusters Score -827269.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -827372.062500 Penalty: 4365.901855
	Iteration 5Q: 3 clusters Score -827372.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -827483.875000 Penalty: 4365.901855
	Iteration 6Q: 3 clusters Score -827483.9 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -827612.125000 Penalty: 4365.901855
	Iteration 7Q: 3 clusters Score -827612.1 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -827770.687500 Penalty: 4365.901855
	Iteration 8Q: 3 clusters Score -827770.7 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -827970.500000 Penalty: 4365.901855
	Iteration 9Q: 3 clusters Score -827970.5 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -828250.062500 Penalty: 4365.901855
	Iteration 10Q: 3 clusters Score -828250.1 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -828562.437500 Penalty: 4365.901855
	Iteration 11Q: 3 clusters Score -828562.4 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -828930.000000 Penalty: 4365.901855
	Iteration 12Q: 3 clusters Score -828930 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -829275.375000 Penalty: 4365.901855
	Iteration 13Q: 3 clusters Score -829275.4 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -829512.312500 Penalty: 4365.901855
	Iteration 14Q: 3 clusters Score -829512.3 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -829646.437500 Penalty: 4365.901855
	Iteration 15Q: 3 clusters Score -829646.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -829731.125000 Penalty: 4365.901855
	Iteration 16Q: 3 clusters Score -829731.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -829789.500000 Penalty: 4365.901855
	Iteration 17Q: 3 clusters Score -829789.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -829848.875000 Penalty: 4365.901855
	Iteration 18Q: 3 clusters Score -829848.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -829916.375000 Penalty: 4365.901855
	Iteration 19Q: 3 clusters Score -829916.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -829996.750000 Penalty: 4365.901855
	Iteration 20F: 3 clusters Score -829996.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -830105.687500 Penalty: 4365.901855
	Iteration 21Q: 3 clusters Score -830105.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -830228.812500 Penalty: 4365.901855
	Iteration 22Q: 3 clusters Score -830228.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -830359.062500 Penalty: 4365.901855
	Iteration 23Q: 3 clusters Score -830359.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -830443.437500 Penalty: 4365.901855
	Iteration 24Q: 3 clusters Score -830443.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -830507.187500 Penalty: 4365.901855
	Iteration 25Q: 3 clusters Score -830507.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -830536.437500 Penalty: 4365.901855
	Iteration 26Q: 3 clusters Score -830536.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -830552.812500 Penalty: 4365.901855
	Iteration 27Q: 3 clusters Score -830552.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -830560.687500 Penalty: 4365.901855
	Iteration 28Q: 3 clusters Score -830560.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -830570.250000 Penalty: 4365.901855
	Iteration 29Q: 3 clusters Score -830570.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -830575.375000 Penalty: 4365.901855
	Iteration 30Q: 3 clusters Score -830575.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -830575.437500 Penalty: 4365.901855
	Iteration 31Q: 3 clusters Score -830575.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -830576.437500 Penalty: 4365.901855
	Iteration 32Q: 3 clusters Score -830576.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -830575.437500 Penalty: 4365.901855
	Iteration 33Q: 3 clusters Score -830575.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -830578.062500 Penalty: 4365.901855
	Iteration 34Q: 3 clusters Score -830578.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -830578.750000 Penalty: 4365.901855
	Iteration 35Q: 3 clusters Score -830578.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -830578.750000 Penalty: 4365.901855
	Iteration 36F: 3 clusters Score -830578.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (184706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184706 members 
Entering Unmasked Estep 
Score: -23716416.000000 Penalty: 3007.376953
	Iteration 0F: 2 clusters Score -2.371642e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92271 members 
Mstep: Class 2 contains 92435 members 
Entering Unmasked Estep 
Score: -23594254.000000 Penalty: 6014.753906
	Iteration 0F: 3 clusters Score -2.359425e+07 nChanged 88753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91656 members 
Mstep: Class 2 contains 93050 members 
Entering Unmasked Estep 
Score: -23646568.000000 Penalty: 6014.753906
	Iteration 1F: 3 clusters Score -2.364657e+07 nChanged 5326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91320 members 
Mstep: Class 2 contains 93386 members 
Entering Unmasked Estep 
Score: -23647780.000000 Penalty: 6014.753906
	Iteration 2Q: 3 clusters Score -2.364778e+07 nChanged 5679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90689 members 
Mstep: Class 2 contains 94017 members 
Entering Unmasked Estep 
Score: -23649080.000000 Penalty: 6014.753906
	Iteration 3Q: 3 clusters Score -2.364908e+07 nChanged 6113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89544 members 
Mstep: Class 2 contains 95162 members 
Entering Unmasked Estep 
Score: -23650836.000000 Penalty: 6014.753906
	Iteration 4Q: 3 clusters Score -2.365084e+07 nChanged 6661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87525 members 
Mstep: Class 2 contains 97181 members 
Entering Unmasked Estep 
Score: -23652918.000000 Penalty: 6014.753906
	Iteration 5Q: 3 clusters Score -2.365292e+07 nChanged 7456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84493 members 
Mstep: Class 2 contains 100213 members 
Entering Unmasked Estep 
Score: -23655634.000000 Penalty: 6014.753906
	Iteration 6Q: 3 clusters Score -2.365563e+07 nChanged 8616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80183 members 
Mstep: Class 2 contains 104523 members 
Entering Unmasked Estep 
Score: -23659986.000000 Penalty: 6014.753906
	Iteration 7Q: 3 clusters Score -2.365999e+07 nChanged 10039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74480 members 
Mstep: Class 2 contains 110226 members 
Entering Unmasked Estep 
Score: -23666506.000000 Penalty: 6014.753906
	Iteration 8F: 3 clusters Score -2.366651e+07 nChanged 11259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68217 members 
Mstep: Class 2 contains 116489 members 
Entering Unmasked Estep 
Score: -23674488.000000 Penalty: 6014.753906
	Iteration 9F: 3 clusters Score -2.367449e+07 nChanged 11261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62650 members 
Mstep: Class 2 contains 122056 members 
Entering Unmasked Estep 
Score: -23683218.000000 Penalty: 6014.753906
	Iteration 10F: 3 clusters Score -2.368322e+07 nChanged 9803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58777 members 
Mstep: Class 2 contains 125929 members 
Entering Unmasked Estep 
Score: -23689364.000000 Penalty: 6014.753906
	Iteration 11F: 3 clusters Score -2.368936e+07 nChanged 7006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55957 members 
Mstep: Class 2 contains 128749 members 
Entering Unmasked Estep 
Score: -23692616.000000 Penalty: 6014.753906
	Iteration 12Q: 3 clusters Score -2.369262e+07 nChanged 4486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53327 members 
Mstep: Class 2 contains 131379 members 
Entering Unmasked Estep 
Score: -23694004.000000 Penalty: 6014.753906
	Iteration 13Q: 3 clusters Score -2.3694e+07 nChanged 3307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50720 members 
Mstep: Class 2 contains 133986 members 
Entering Unmasked Estep 
Score: -23694984.000000 Penalty: 6014.753906
	Iteration 14Q: 3 clusters Score -2.369498e+07 nChanged 2957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48049 members 
Mstep: Class 2 contains 136657 members 
Entering Unmasked Estep 
Score: -23695988.000000 Penalty: 6014.753906
	Iteration 15Q: 3 clusters Score -2.369599e+07 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45326 members 
Mstep: Class 2 contains 139380 members 
Entering Unmasked Estep 
Score: -23697110.000000 Penalty: 6014.753906
	Iteration 16Q: 3 clusters Score -2.369711e+07 nChanged 2957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42573 members 
Mstep: Class 2 contains 142133 members 
Entering Unmasked Estep 
Score: -23698162.000000 Penalty: 6014.753906
	Iteration 17Q: 3 clusters Score -2.369816e+07 nChanged 2957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39718 members 
Mstep: Class 2 contains 144988 members 
Entering Unmasked Estep 
Score: -23699308.000000 Penalty: 6014.753906
	Iteration 18Q: 3 clusters Score -2.369931e+07 nChanged 2953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36839 members 
Mstep: Class 2 contains 147867 members 
Entering Unmasked Estep 
Score: -23700706.000000 Penalty: 6014.753906
	Iteration 19Q: 3 clusters Score -2.370071e+07 nChanged 3033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33870 members 
Mstep: Class 2 contains 150836 members 
Entering Unmasked Estep 
Score: -23701996.000000 Penalty: 6014.753906
	Iteration 20F: 3 clusters Score -2.3702e+07 nChanged 2940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30990 members 
Mstep: Class 2 contains 153716 members 
Entering Unmasked Estep 
Score: -23703524.000000 Penalty: 6014.753906
	Iteration 21Q: 3 clusters Score -2.370352e+07 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28264 members 
Mstep: Class 2 contains 156442 members 
Entering Unmasked Estep 
Score: -23704934.000000 Penalty: 6014.753906
	Iteration 22Q: 3 clusters Score -2.370493e+07 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25641 members 
Mstep: Class 2 contains 159065 members 
Entering Unmasked Estep 
Score: -23706380.000000 Penalty: 6014.753906
	Iteration 23Q: 3 clusters Score -2.370638e+07 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23209 members 
Mstep: Class 2 contains 161497 members 
Entering Unmasked Estep 
Score: -23707658.000000 Penalty: 6014.753906
	Iteration 24Q: 3 clusters Score -2.370766e+07 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21009 members 
Mstep: Class 2 contains 163697 members 
Entering Unmasked Estep 
Score: -23708788.000000 Penalty: 6014.753906
	Iteration 25Q: 3 clusters Score -2.370879e+07 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18997 members 
Mstep: Class 2 contains 165709 members 
Entering Unmasked Estep 
Score: -23709750.000000 Penalty: 6014.753906
	Iteration 26Q: 3 clusters Score -2.370975e+07 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17127 members 
Mstep: Class 2 contains 167579 members 
Entering Unmasked Estep 
Score: -23710624.000000 Penalty: 6014.753906
	Iteration 27Q: 3 clusters Score -2.371062e+07 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15469 members 
Mstep: Class 2 contains 169237 members 
Entering Unmasked Estep 
Score: -23711382.000000 Penalty: 6014.753906
	Iteration 28Q: 3 clusters Score -2.371138e+07 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14030 members 
Mstep: Class 2 contains 170676 members 
Entering Unmasked Estep 
Score: -23711892.000000 Penalty: 6014.753906
	Iteration 29Q: 3 clusters Score -2.371189e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12694 members 
Mstep: Class 2 contains 172012 members 
Entering Unmasked Estep 
Score: -23712384.000000 Penalty: 6014.753906
	Iteration 30Q: 3 clusters Score -2.371238e+07 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11503 members 
Mstep: Class 2 contains 173203 members 
Entering Unmasked Estep 
Score: -23712694.000000 Penalty: 6014.753906
	Iteration 31Q: 3 clusters Score -2.371269e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10461 members 
Mstep: Class 2 contains 174245 members 
Entering Unmasked Estep 
Score: -23713028.000000 Penalty: 6014.753906
	Iteration 32Q: 3 clusters Score -2.371303e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 175255 members 
Entering Unmasked Estep 
Score: -23713280.000000 Penalty: 6014.753906
	Iteration 33Q: 3 clusters Score -2.371328e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 176167 members 
Entering Unmasked Estep 
Score: -23713520.000000 Penalty: 6014.753906
	Iteration 34Q: 3 clusters Score -2.371352e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 177014 members 
Entering Unmasked Estep 
Score: -23713744.000000 Penalty: 6014.753906
	Iteration 35Q: 3 clusters Score -2.371374e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 177805 members 
Entering Unmasked Estep 
Score: -23713954.000000 Penalty: 6014.753906
	Iteration 36Q: 3 clusters Score -2.371395e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 178502 members 
Entering Unmasked Estep 
Score: -23714196.000000 Penalty: 6014.753906
	Iteration 37Q: 3 clusters Score -2.37142e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 179139 members 
Entering Unmasked Estep 
Score: -23714286.000000 Penalty: 6014.753906
	Iteration 38Q: 3 clusters Score -2.371429e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 179703 members 
Entering Unmasked Estep 
Score: -23714434.000000 Penalty: 6014.753906
	Iteration 39Q: 3 clusters Score -2.371443e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 180235 members 
Entering Unmasked Estep 
Score: -23714518.000000 Penalty: 6014.753906
	Iteration 40F: 3 clusters Score -2.371452e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 180696 members 
Entering Unmasked Estep 
Score: -23714596.000000 Penalty: 6014.753906
	Iteration 41Q: 3 clusters Score -2.37146e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 181054 members 
Entering Unmasked Estep 
Score: -23714512.000000 Penalty: 6014.753906
	Iteration 42Q: 3 clusters Score -2.371451e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 181358 members 
Entering Unmasked Estep 
Score: -23714506.000000 Penalty: 6014.753906
	Iteration 43Q: 3 clusters Score -2.371451e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 181607 members 
Entering Unmasked Estep 
Score: -23714582.000000 Penalty: 6014.753906
	Iteration 44Q: 3 clusters Score -2.371458e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 181833 members 
Entering Unmasked Estep 
Score: -23714616.000000 Penalty: 6014.753906
	Iteration 45Q: 3 clusters Score -2.371462e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 182030 members 
Entering Unmasked Estep 
Score: -23714642.000000 Penalty: 6014.753906
	Iteration 46Q: 3 clusters Score -2.371464e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 182191 members 
Entering Unmasked Estep 
Score: -23714630.000000 Penalty: 6014.753906
	Iteration 47Q: 3 clusters Score -2.371463e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 182312 members 
Entering Unmasked Estep 
Score: -23714596.000000 Penalty: 6014.753906
	Iteration 48Q: 3 clusters Score -2.37146e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 182420 members 
Entering Unmasked Estep 
Score: -23714572.000000 Penalty: 6014.753906
	Iteration 49Q: 3 clusters Score -2.371457e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 182502 members 
Entering Unmasked Estep 
Score: -23714580.000000 Penalty: 6014.753906
	Iteration 50Q: 3 clusters Score -2.371458e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 182581 members 
Entering Unmasked Estep 
Score: -23714590.000000 Penalty: 6014.753906
	Iteration 51Q: 3 clusters Score -2.371459e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 182650 members 
Entering Unmasked Estep 
Score: -23714598.000000 Penalty: 6014.753906
	Iteration 52Q: 3 clusters Score -2.37146e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 182725 members 
Entering Unmasked Estep 
Score: -23714624.000000 Penalty: 6014.753906
	Iteration 53Q: 3 clusters Score -2.371462e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 182781 members 
Entering Unmasked Estep 
Score: -23714636.000000 Penalty: 6014.753906
	Iteration 54Q: 3 clusters Score -2.371464e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 182838 members 
Entering Unmasked Estep 
Score: -23714634.000000 Penalty: 6014.753906
	Iteration 55Q: 3 clusters Score -2.371463e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 182880 members 
Entering Unmasked Estep 
Score: -23714622.000000 Penalty: 6014.753906
	Iteration 56Q: 3 clusters Score -2.371462e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 182908 members 
Entering Unmasked Estep 
Score: -23714612.000000 Penalty: 6014.753906
	Iteration 57Q: 3 clusters Score -2.371461e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 182936 members 
Entering Unmasked Estep 
Score: -23714618.000000 Penalty: 6014.753906
	Iteration 58Q: 3 clusters Score -2.371462e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 182964 members 
Entering Unmasked Estep 
Score: -23714608.000000 Penalty: 6014.753906
	Iteration 59Q: 3 clusters Score -2.371461e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 182991 members 
Entering Unmasked Estep 
Score: -23714566.000000 Penalty: 6014.753906
	Iteration 60F: 3 clusters Score -2.371457e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 183023 members 
Entering Unmasked Estep 
Score: -23714588.000000 Penalty: 6014.753906
	Iteration 61Q: 3 clusters Score -2.371459e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 183036 members 
Entering Unmasked Estep 
Score: -23714582.000000 Penalty: 6014.753906
	Iteration 62Q: 3 clusters Score -2.371458e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 183057 members 
Entering Unmasked Estep 
Score: -23714590.000000 Penalty: 6014.753906
	Iteration 63Q: 3 clusters Score -2.371459e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 183074 members 
Entering Unmasked Estep 
Score: -23714574.000000 Penalty: 6014.753906
	Iteration 64Q: 3 clusters Score -2.371457e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 183096 members 
Entering Unmasked Estep 
Score: -23714582.000000 Penalty: 6014.753906
	Iteration 65Q: 3 clusters Score -2.371458e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 183107 members 
Entering Unmasked Estep 
Score: -23714576.000000 Penalty: 6014.753906
	Iteration 66Q: 3 clusters Score -2.371458e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 183118 members 
Entering Unmasked Estep 
Score: -23714572.000000 Penalty: 6014.753906
	Iteration 67Q: 3 clusters Score -2.371457e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 183130 members 
Entering Unmasked Estep 
Score: -23714562.000000 Penalty: 6014.753906
	Iteration 68Q: 3 clusters Score -2.371456e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 183143 members 
Entering Unmasked Estep 
Score: -23714560.000000 Penalty: 6014.753906
	Iteration 69Q: 3 clusters Score -2.371456e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 183153 members 
Entering Unmasked Estep 
Score: -23714548.000000 Penalty: 6014.753906
	Iteration 70Q: 3 clusters Score -2.371455e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 183162 members 
Entering Unmasked Estep 
Score: -23714552.000000 Penalty: 6014.753906
	Iteration 71Q: 3 clusters Score -2.371455e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 183174 members 
Entering Unmasked Estep 
Score: -23714558.000000 Penalty: 6014.753906
	Iteration 72Q: 3 clusters Score -2.371456e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 183187 members 
Entering Unmasked Estep 
Score: -23714572.000000 Penalty: 6014.753906
	Iteration 73Q: 3 clusters Score -2.371457e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 183201 members 
Entering Unmasked Estep 
Score: -23714564.000000 Penalty: 6014.753906
	Iteration 74Q: 3 clusters Score -2.371456e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 183212 members 
Entering Unmasked Estep 
Score: -23714562.000000 Penalty: 6014.753906
	Iteration 75Q: 3 clusters Score -2.371456e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 183222 members 
Entering Unmasked Estep 
Score: -23714544.000000 Penalty: 6014.753906
	Iteration 76Q: 3 clusters Score -2.371454e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 183225 members 
Entering Unmasked Estep 
Score: -23714546.000000 Penalty: 6014.753906
	Iteration 77Q: 3 clusters Score -2.371455e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 183227 members 
Entering Unmasked Estep 
Score: -23714546.000000 Penalty: 6014.753906
	Iteration 78Q: 3 clusters Score -2.371455e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 183229 members 
Entering Unmasked Estep 
Score: -23714552.000000 Penalty: 6014.753906
	Iteration 79Q: 3 clusters Score -2.371455e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 183235 members 
Entering Unmasked Estep 
Score: -23714560.000000 Penalty: 6014.753906
	Iteration 80F: 3 clusters Score -2.371456e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 183240 members 
Entering Unmasked Estep 
Score: -23714560.000000 Penalty: 6014.753906
	Iteration 81Q: 3 clusters Score -2.371456e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 183247 members 
Entering Unmasked Estep 
Score: -23714560.000000 Penalty: 6014.753906
	Iteration 82Q: 3 clusters Score -2.371456e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 183253 members 
Entering Unmasked Estep 
Score: -23714572.000000 Penalty: 6014.753906
	Iteration 83Q: 3 clusters Score -2.371457e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 183257 members 
Entering Unmasked Estep 
Score: -23714568.000000 Penalty: 6014.753906
	Iteration 84Q: 3 clusters Score -2.371457e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 183261 members 
Entering Unmasked Estep 
Score: -23714570.000000 Penalty: 6014.753906
	Iteration 85Q: 3 clusters Score -2.371457e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 183264 members 
Entering Unmasked Estep 
Score: -23714568.000000 Penalty: 6014.753906
	Iteration 86Q: 3 clusters Score -2.371457e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 183268 members 
Entering Unmasked Estep 
Score: -23714564.000000 Penalty: 6014.753906
	Iteration 87Q: 3 clusters Score -2.371456e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 183270 members 
Entering Unmasked Estep 
Score: -23714556.000000 Penalty: 6014.753906
	Iteration 88Q: 3 clusters Score -2.371456e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 183272 members 
Entering Unmasked Estep 
Score: -23714552.000000 Penalty: 6014.753906
	Iteration 89Q: 3 clusters Score -2.371455e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 183278 members 
Entering Unmasked Estep 
Score: -23714552.000000 Penalty: 6014.753906
	Iteration 90Q: 3 clusters Score -2.371455e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 183281 members 
Entering Unmasked Estep 
Score: -23714552.000000 Penalty: 6014.753906
	Iteration 91Q: 3 clusters Score -2.371455e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 183286 members 
Entering Unmasked Estep 
Score: -23714564.000000 Penalty: 6014.753906
	Iteration 92Q: 3 clusters Score -2.371456e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 183290 members 
Entering Unmasked Estep 
Score: -23714544.000000 Penalty: 6014.753906
	Iteration 93Q: 3 clusters Score -2.371454e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 183296 members 
Entering Unmasked Estep 
Score: -23714548.000000 Penalty: 6014.753906
	Iteration 94Q: 3 clusters Score -2.371455e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 183303 members 
Entering Unmasked Estep 
Score: -23714546.000000 Penalty: 6014.753906
	Iteration 95Q: 3 clusters Score -2.371455e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 183307 members 
Entering Unmasked Estep 
Score: -23714528.000000 Penalty: 6014.753906
	Iteration 96Q: 3 clusters Score -2.371453e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 183313 members 
Entering Unmasked Estep 
Score: -23714530.000000 Penalty: 6014.753906
	Iteration 97Q: 3 clusters Score -2.371453e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 183324 members 
Entering Unmasked Estep 
Score: -23714524.000000 Penalty: 6014.753906
	Iteration 98Q: 3 clusters Score -2.371452e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 183329 members 
Entering Unmasked Estep 
Score: -23714528.000000 Penalty: 6014.753906
	Iteration 99Q: 3 clusters Score -2.371453e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 183339 members 
Entering Unmasked Estep 
Score: -23714526.000000 Penalty: 6014.753906
	Iteration 100F: 3 clusters Score -2.371453e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 183348 members 
Entering Unmasked Estep 
Score: -23714544.000000 Penalty: 6014.753906
	Iteration 101Q: 3 clusters Score -2.371454e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 183358 members 
Entering Unmasked Estep 
Score: -23714544.000000 Penalty: 6014.753906
	Iteration 102Q: 3 clusters Score -2.371454e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 183364 members 
Entering Unmasked Estep 
Score: -23714538.000000 Penalty: 6014.753906
	Iteration 103Q: 3 clusters Score -2.371454e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 183370 members 
Entering Unmasked Estep 
Score: -23714528.000000 Penalty: 6014.753906
	Iteration 104Q: 3 clusters Score -2.371453e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 183371 members 
Entering Unmasked Estep 
Score: -23714532.000000 Penalty: 6014.753906
	Iteration 105Q: 3 clusters Score -2.371453e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 183372 members 
Entering Unmasked Estep 
Score: -23714538.000000 Penalty: 6014.753906
	Iteration 106Q: 3 clusters Score -2.371454e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 183373 members 
Entering Unmasked Estep 
Score: -23714532.000000 Penalty: 6014.753906
	Iteration 107Q: 3 clusters Score -2.371453e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 183374 members 
Entering Unmasked Estep 
Score: -23714538.000000 Penalty: 6014.753906
	Iteration 108Q: 3 clusters Score -2.371454e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 183374 members 
Entering Unmasked Estep 
Score: -23714538.000000 Penalty: 6014.753906
	Iteration 109F: 3 clusters Score -2.371454e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (218572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218572 members 
Entering Unmasked Estep 
Score: -28219614.000000 Penalty: 3049.127930
	Iteration 0F: 2 clusters Score -2.821961e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109328 members 
Mstep: Class 2 contains 109244 members 
Entering Unmasked Estep 
Score: -28087430.000000 Penalty: 6098.255859
	Iteration 0F: 3 clusters Score -2.808743e+07 nChanged 105254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109136 members 
Mstep: Class 2 contains 109436 members 
Entering Unmasked Estep 
Score: -28149574.000000 Penalty: 6098.255859
	Iteration 1F: 3 clusters Score -2.814957e+07 nChanged 5451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108697 members 
Mstep: Class 2 contains 109875 members 
Entering Unmasked Estep 
Score: -28150462.000000 Penalty: 6098.255859
	Iteration 2Q: 3 clusters Score -2.815046e+07 nChanged 5599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108170 members 
Mstep: Class 2 contains 110402 members 
Entering Unmasked Estep 
Score: -28151700.000000 Penalty: 6098.255859
	Iteration 3Q: 3 clusters Score -2.81517e+07 nChanged 5874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107228 members 
Mstep: Class 2 contains 111344 members 
Entering Unmasked Estep 
Score: -28153046.000000 Penalty: 6098.255859
	Iteration 4Q: 3 clusters Score -2.815305e+07 nChanged 6339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105907 members 
Mstep: Class 2 contains 112665 members 
Entering Unmasked Estep 
Score: -28154546.000000 Penalty: 6098.255859
	Iteration 5Q: 3 clusters Score -2.815455e+07 nChanged 7021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103870 members 
Mstep: Class 2 contains 114702 members 
Entering Unmasked Estep 
Score: -28156550.000000 Penalty: 6098.255859
	Iteration 6Q: 3 clusters Score -2.815655e+07 nChanged 8043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100913 members 
Mstep: Class 2 contains 117659 members 
Entering Unmasked Estep 
Score: -28159188.000000 Penalty: 6098.255859
	Iteration 7Q: 3 clusters Score -2.815919e+07 nChanged 9168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96497 members 
Mstep: Class 2 contains 122075 members 
Entering Unmasked Estep 
Score: -28163002.000000 Penalty: 6098.255859
	Iteration 8Q: 3 clusters Score -2.8163e+07 nChanged 10410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90501 members 
Mstep: Class 2 contains 128071 members 
Entering Unmasked Estep 
Score: -28168038.000000 Penalty: 6098.255859
	Iteration 9Q: 3 clusters Score -2.816804e+07 nChanged 11705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82764 members 
Mstep: Class 2 contains 135808 members 
Entering Unmasked Estep 
Score: -28174890.000000 Penalty: 6098.255859
	Iteration 10F: 3 clusters Score -2.817489e+07 nChanged 12340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74130 members 
Mstep: Class 2 contains 144442 members 
Entering Unmasked Estep 
Score: -28182626.000000 Penalty: 6098.255859
	Iteration 11F: 3 clusters Score -2.818263e+07 nChanged 11991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65437 members 
Mstep: Class 2 contains 153135 members 
Entering Unmasked Estep 
Score: -28190036.000000 Penalty: 6098.255859
	Iteration 12F: 3 clusters Score -2.819004e+07 nChanged 10781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57568 members 
Mstep: Class 2 contains 161004 members 
Entering Unmasked Estep 
Score: -28196588.000000 Penalty: 6098.255859
	Iteration 13Q: 3 clusters Score -2.819659e+07 nChanged 9001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50903 members 
Mstep: Class 2 contains 167669 members 
Entering Unmasked Estep 
Score: -28201418.000000 Penalty: 6098.255859
	Iteration 14Q: 3 clusters Score -2.820142e+07 nChanged 7214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45223 members 
Mstep: Class 2 contains 173349 members 
Entering Unmasked Estep 
Score: -28204934.000000 Penalty: 6098.255859
	Iteration 15Q: 3 clusters Score -2.820493e+07 nChanged 6014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39977 members 
Mstep: Class 2 contains 178595 members 
Entering Unmasked Estep 
Score: -28207644.000000 Penalty: 6098.255859
	Iteration 16Q: 3 clusters Score -2.820764e+07 nChanged 5312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34955 members 
Mstep: Class 2 contains 183617 members 
Entering Unmasked Estep 
Score: -28209498.000000 Penalty: 6098.255859
	Iteration 17Q: 3 clusters Score -2.82095e+07 nChanged 4892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30161 members 
Mstep: Class 2 contains 188411 members 
Entering Unmasked Estep 
Score: -28211264.000000 Penalty: 6098.255859
	Iteration 18Q: 3 clusters Score -2.821126e+07 nChanged 4536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25643 members 
Mstep: Class 2 contains 192929 members 
Entering Unmasked Estep 
Score: -28212558.000000 Penalty: 6098.255859
	Iteration 19Q: 3 clusters Score -2.821256e+07 nChanged 4201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21442 members 
Mstep: Class 2 contains 197130 members 
Entering Unmasked Estep 
Score: -28213592.000000 Penalty: 6098.255859
	Iteration 20F: 3 clusters Score -2.821359e+07 nChanged 3677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17771 members 
Mstep: Class 2 contains 200801 members 
Entering Unmasked Estep 
Score: -28214136.000000 Penalty: 6098.255859
	Iteration 21Q: 3 clusters Score -2.821414e+07 nChanged 3221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14554 members 
Mstep: Class 2 contains 204018 members 
Entering Unmasked Estep 
Score: -28214506.000000 Penalty: 6098.255859
	Iteration 22Q: 3 clusters Score -2.821451e+07 nChanged 2805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11755 members 
Mstep: Class 2 contains 206817 members 
Entering Unmasked Estep 
Score: -28214902.000000 Penalty: 6098.255859
	Iteration 23Q: 3 clusters Score -2.82149e+07 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 209164 members 
Entering Unmasked Estep 
Score: -28215258.000000 Penalty: 6098.255859
	Iteration 24Q: 3 clusters Score -2.821526e+07 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 211106 members 
Entering Unmasked Estep 
Score: -28215482.000000 Penalty: 6098.255859
	Iteration 25Q: 3 clusters Score -2.821548e+07 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 212720 members 
Entering Unmasked Estep 
Score: -28215806.000000 Penalty: 6098.255859
	Iteration 26Q: 3 clusters Score -2.821581e+07 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 214066 members 
Entering Unmasked Estep 
Score: -28216086.000000 Penalty: 6098.255859
	Iteration 27Q: 3 clusters Score -2.821609e+07 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 215160 members 
Entering Unmasked Estep 
Score: -28216332.000000 Penalty: 6098.255859
	Iteration 28Q: 3 clusters Score -2.821633e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 215976 members 
Entering Unmasked Estep 
Score: -28216554.000000 Penalty: 6098.255859
	Iteration 29Q: 3 clusters Score -2.821655e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 216597 members 
Entering Unmasked Estep 
Score: -28216588.000000 Penalty: 6098.255859
	Iteration 30Q: 3 clusters Score -2.821659e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 217031 members 
Entering Unmasked Estep 
Score: -28216680.000000 Penalty: 6098.255859
	Iteration 31Q: 3 clusters Score -2.821668e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 217326 members 
Entering Unmasked Estep 
Score: -28216808.000000 Penalty: 6098.255859
	Iteration 32Q: 3 clusters Score -2.821681e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 217526 members 
Entering Unmasked Estep 
Score: -28216878.000000 Penalty: 6098.255859
	Iteration 33Q: 3 clusters Score -2.821688e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 217656 members 
Entering Unmasked Estep 
Score: -28216968.000000 Penalty: 6098.255859
	Iteration 34Q: 3 clusters Score -2.821697e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 217747 members 
Entering Unmasked Estep 
Score: -28216986.000000 Penalty: 6098.255859
	Iteration 35Q: 3 clusters Score -2.821699e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 217816 members 
Entering Unmasked Estep 
Score: -28217014.000000 Penalty: 6098.255859
	Iteration 36Q: 3 clusters Score -2.821701e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 217860 members 
Entering Unmasked Estep 
Score: -28217030.000000 Penalty: 6098.255859
	Iteration 37Q: 3 clusters Score -2.821703e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 217888 members 
Entering Unmasked Estep 
Score: -28217054.000000 Penalty: 6098.255859
	Iteration 38Q: 3 clusters Score -2.821705e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 217912 members 
Entering Unmasked Estep 
Score: -28217090.000000 Penalty: 6098.255859
	Iteration 39Q: 3 clusters Score -2.821709e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 217937 members 
Entering Unmasked Estep 
Score: -28217064.000000 Penalty: 6098.255859
	Iteration 40F: 3 clusters Score -2.821706e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 217955 members 
Entering Unmasked Estep 
Score: -28217056.000000 Penalty: 6098.255859
	Iteration 41Q: 3 clusters Score -2.821706e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 217971 members 
Entering Unmasked Estep 
Score: -28217060.000000 Penalty: 6098.255859
	Iteration 42Q: 3 clusters Score -2.821706e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 217985 members 
Entering Unmasked Estep 
Score: -28217068.000000 Penalty: 6098.255859
	Iteration 43Q: 3 clusters Score -2.821707e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 218001 members 
Entering Unmasked Estep 
Score: -28217098.000000 Penalty: 6098.255859
	Iteration 44Q: 3 clusters Score -2.82171e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 218006 members 
Entering Unmasked Estep 
Score: -28217122.000000 Penalty: 6098.255859
	Iteration 45Q: 3 clusters Score -2.821712e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 218008 members 
Entering Unmasked Estep 
Score: -28217126.000000 Penalty: 6098.255859
	Iteration 46Q: 3 clusters Score -2.821713e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 218012 members 
Entering Unmasked Estep 
Score: -28217114.000000 Penalty: 6098.255859
	Iteration 47Q: 3 clusters Score -2.821711e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 218013 members 
Entering Unmasked Estep 
Score: -28217124.000000 Penalty: 6098.255859
	Iteration 48Q: 3 clusters Score -2.821712e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 218015 members 
Entering Unmasked Estep 
Score: -28217116.000000 Penalty: 6098.255859
	Iteration 49Q: 3 clusters Score -2.821712e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 218019 members 
Entering Unmasked Estep 
Score: -28217114.000000 Penalty: 6098.255859
	Iteration 50Q: 3 clusters Score -2.821711e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 218021 members 
Entering Unmasked Estep 
Score: -28217110.000000 Penalty: 6098.255859
	Iteration 51Q: 3 clusters Score -2.821711e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 218023 members 
Entering Unmasked Estep 
Score: -28217114.000000 Penalty: 6098.255859
	Iteration 52Q: 3 clusters Score -2.821711e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 218024 members 
Entering Unmasked Estep 
Score: -28217116.000000 Penalty: 6098.255859
	Iteration 53Q: 3 clusters Score -2.821712e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 218025 members 
Entering Unmasked Estep 
Score: -28217124.000000 Penalty: 6098.255859
	Iteration 54Q: 3 clusters Score -2.821712e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 218030 members 
Entering Unmasked Estep 
Score: -28217136.000000 Penalty: 6098.255859
	Iteration 55Q: 3 clusters Score -2.821714e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 218034 members 
Entering Unmasked Estep 
Score: -28217146.000000 Penalty: 6098.255859
	Iteration 56Q: 3 clusters Score -2.821715e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 218033 members 
Entering Unmasked Estep 
Score: -28217146.000000 Penalty: 6098.255859
	Iteration 57Q: 3 clusters Score -2.821715e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 218033 members 
Entering Unmasked Estep 
Score: -28217146.000000 Penalty: 6098.255859
	Iteration 58F: 3 clusters Score -2.821715e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (15387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15387 members 
Entering Unmasked Estep 
Score: -1906432.750000 Penalty: 2391.037109
	Iteration 0F: 2 clusters Score -1906433 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -1895247.500000 Penalty: 4782.074219
	Iteration 0F: 3 clusters Score -1895248 nChanged 6687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -1898888.500000 Penalty: 4782.074219
	Iteration 1F: 3 clusters Score -1898888 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -1899272.875000 Penalty: 4782.074219
	Iteration 2F: 3 clusters Score -1899273 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -1899619.000000 Penalty: 4782.074219
	Iteration 3Q: 3 clusters Score -1899619 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -1899979.000000 Penalty: 4782.074219
	Iteration 4Q: 3 clusters Score -1899979 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -1900351.000000 Penalty: 4782.074219
	Iteration 5Q: 3 clusters Score -1900351 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -1900802.000000 Penalty: 4782.074219
	Iteration 6Q: 3 clusters Score -1900802 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -1901337.250000 Penalty: 4782.074219
	Iteration 7F: 3 clusters Score -1901337 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -1901836.375000 Penalty: 4782.074219
	Iteration 8F: 3 clusters Score -1901836 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -1902317.375000 Penalty: 4782.074219
	Iteration 9Q: 3 clusters Score -1902317 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -1902765.875000 Penalty: 4782.074219
	Iteration 10Q: 3 clusters Score -1902766 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -1903125.875000 Penalty: 4782.074219
	Iteration 11Q: 3 clusters Score -1903126 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -1903366.375000 Penalty: 4782.074219
	Iteration 12Q: 3 clusters Score -1903366 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -1903521.250000 Penalty: 4782.074219
	Iteration 13Q: 3 clusters Score -1903521 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -1903635.125000 Penalty: 4782.074219
	Iteration 14Q: 3 clusters Score -1903635 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -1903715.250000 Penalty: 4782.074219
	Iteration 15Q: 3 clusters Score -1903715 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -1903763.250000 Penalty: 4782.074219
	Iteration 16Q: 3 clusters Score -1903763 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -1903818.250000 Penalty: 4782.074219
	Iteration 17Q: 3 clusters Score -1903818 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -1903855.125000 Penalty: 4782.074219
	Iteration 18Q: 3 clusters Score -1903855 nChanged 130
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -1903886.500000 Penalty: 4782.074219
	Iteration 19Q: 3 clusters Score -1903886 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -1903906.625000 Penalty: 4782.074219
	Iteration 20F: 3 clusters Score -1903907 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -1903917.625000 Penalty: 4782.074219
	Iteration 21Q: 3 clusters Score -1903918 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -1903934.750000 Penalty: 4782.074219
	Iteration 22Q: 3 clusters Score -1903935 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -1903945.125000 Penalty: 4782.074219
	Iteration 23Q: 3 clusters Score -1903945 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -1903951.250000 Penalty: 4782.074219
	Iteration 24Q: 3 clusters Score -1903951 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -1903963.875000 Penalty: 4782.074219
	Iteration 25Q: 3 clusters Score -1903964 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -1903978.125000 Penalty: 4782.074219
	Iteration 26Q: 3 clusters Score -1903978 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -1903986.625000 Penalty: 4782.074219
	Iteration 27Q: 3 clusters Score -1903987 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -1904005.250000 Penalty: 4782.074219
	Iteration 28Q: 3 clusters Score -1904005 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -1904016.750000 Penalty: 4782.074219
	Iteration 29Q: 3 clusters Score -1904017 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -1904035.500000 Penalty: 4782.074219
	Iteration 30Q: 3 clusters Score -1904036 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -1904048.500000 Penalty: 4782.074219
	Iteration 31Q: 3 clusters Score -1904048 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -1904068.625000 Penalty: 4782.074219
	Iteration 32Q: 3 clusters Score -1904069 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -1904082.000000 Penalty: 4782.074219
	Iteration 33Q: 3 clusters Score -1904082 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -1904099.625000 Penalty: 4782.074219
	Iteration 34Q: 3 clusters Score -1904100 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -1904114.500000 Penalty: 4782.074219
	Iteration 35Q: 3 clusters Score -1904114 nChanged 92
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9007 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -1904136.000000 Penalty: 4782.074219
	Iteration 36Q: 3 clusters Score -1904136 nChanged 102
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -1904163.875000 Penalty: 4782.074219
	Iteration 37Q: 3 clusters Score -1904164 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -1904171.625000 Penalty: 4782.074219
	Iteration 38Q: 3 clusters Score -1904172 nChanged 83
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -1904194.375000 Penalty: 4782.074219
	Iteration 39Q: 3 clusters Score -1904194 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -1904204.875000 Penalty: 4782.074219
	Iteration 40F: 3 clusters Score -1904205 nChanged 82
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -1904229.625000 Penalty: 4782.074219
	Iteration 41Q: 3 clusters Score -1904230 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -1904253.875000 Penalty: 4782.074219
	Iteration 42Q: 3 clusters Score -1904254 nChanged 88
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -1904264.750000 Penalty: 4782.074219
	Iteration 43Q: 3 clusters Score -1904265 nChanged 92
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -1904288.125000 Penalty: 4782.074219
	Iteration 44Q: 3 clusters Score -1904288 nChanged 87
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8885 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -1904302.125000 Penalty: 4782.074219
	Iteration 45Q: 3 clusters Score -1904302 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -1904312.750000 Penalty: 4782.074219
	Iteration 46Q: 3 clusters Score -1904313 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -1904335.125000 Penalty: 4782.074219
	Iteration 47Q: 3 clusters Score -1904335 nChanged 90
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -1904355.250000 Penalty: 4782.074219
	Iteration 48Q: 3 clusters Score -1904355 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -1904392.000000 Penalty: 4782.074219
	Iteration 49Q: 3 clusters Score -1904392 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -1904409.375000 Penalty: 4782.074219
	Iteration 50Q: 3 clusters Score -1904409 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -1904425.375000 Penalty: 4782.074219
	Iteration 51Q: 3 clusters Score -1904425 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -1904447.625000 Penalty: 4782.074219
	Iteration 52Q: 3 clusters Score -1904448 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -1904477.000000 Penalty: 4782.074219
	Iteration 53Q: 3 clusters Score -1904477 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
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Entering Unmasked Estep 
Score: -1904505.500000 Penalty: 4782.074219
	Iteration 54Q: 3 clusters Score -1904506 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -1904546.000000 Penalty: 4782.074219
	Iteration 55Q: 3 clusters Score -1904546 nChanged 112
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -1904577 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -1904614.375000 Penalty: 4782.074219
	Iteration 57Q: 3 clusters Score -1904614 nChanged 118
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -1904644.875000 Penalty: 4782.074219
	Iteration 58Q: 3 clusters Score -1904645 nChanged 128
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -1904686.250000 Penalty: 4782.074219
	Iteration 59Q: 3 clusters Score -1904686 nChanged 142
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -1904741.000000 Penalty: 4782.074219
	Iteration 60F: 3 clusters Score -1904741 nChanged 163
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -1904806.000000 Penalty: 4782.074219
	Iteration 61Q: 3 clusters Score -1904806 nChanged 165
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -1904865.875000 Penalty: 4782.074219
	Iteration 62Q: 3 clusters Score -1904866 nChanged 174
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -1904926.500000 Penalty: 4782.074219
	Iteration 63Q: 3 clusters Score -1904926 nChanged 177
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Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -1904993.750000 Penalty: 4782.074219
	Iteration 64Q: 3 clusters Score -1904994 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -1905050.500000 Penalty: 4782.074219
	Iteration 65Q: 3 clusters Score -1905050 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -1905114.625000 Penalty: 4782.074219
	Iteration 66Q: 3 clusters Score -1905115 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -1905160.875000 Penalty: 4782.074219
	Iteration 67Q: 3 clusters Score -1905161 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -1905193.125000 Penalty: 4782.074219
	Iteration 68Q: 3 clusters Score -1905193 nChanged 124
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -1905229.500000 Penalty: 4782.074219
	Iteration 69Q: 3 clusters Score -1905230 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -1905268.125000 Penalty: 4782.074219
	Iteration 70Q: 3 clusters Score -1905268 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -1905295.625000 Penalty: 4782.074219
	Iteration 71Q: 3 clusters Score -1905296 nChanged 99
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -1905315.000000 Penalty: 4782.074219
	Iteration 72Q: 3 clusters Score -1905315 nChanged 88
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -1905339.875000 Penalty: 4782.074219
	Iteration 73Q: 3 clusters Score -1905340 nChanged 78
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Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -1905347.625000 Penalty: 4782.074219
	Iteration 74Q: 3 clusters Score -1905348 nChanged 61
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Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -1905363.000000 Penalty: 4782.074219
	Iteration 75Q: 3 clusters Score -1905363 nChanged 66
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Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -1905381.125000 Penalty: 4782.074219
	Iteration 76Q: 3 clusters Score -1905381 nChanged 74
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Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -1905392.250000 Penalty: 4782.074219
	Iteration 77Q: 3 clusters Score -1905392 nChanged 78
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -1905405.750000 Penalty: 4782.074219
	Iteration 78Q: 3 clusters Score -1905406 nChanged 68
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -1905419.125000 Penalty: 4782.074219
	Iteration 79Q: 3 clusters Score -1905419 nChanged 71
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Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -1905432.625000 Penalty: 4782.074219
	Iteration 80F: 3 clusters Score -1905433 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -1905434.875000 Penalty: 4782.074219
	Iteration 81Q: 3 clusters Score -1905435 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7333 members 
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Entering Unmasked Estep 
Score: -1905452.375000 Penalty: 4782.074219
	Iteration 82Q: 3 clusters Score -1905452 nChanged 66
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Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -1905460.875000 Penalty: 4782.074219
	Iteration 83Q: 3 clusters Score -1905461 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -1905465.250000 Penalty: 4782.074219
	Iteration 84Q: 3 clusters Score -1905465 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -1905470.000000 Penalty: 4782.074219
	Iteration 85Q: 3 clusters Score -1905470 nChanged 46
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Mstep: Class 1 contains 7192 members 
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Entering Unmasked Estep 
Score: -1905476.375000 Penalty: 4782.074219
	Iteration 86Q: 3 clusters Score -1905476 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -1905486.875000 Penalty: 4782.074219
	Iteration 87Q: 3 clusters Score -1905487 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -1905496.250000 Penalty: 4782.074219
	Iteration 88Q: 3 clusters Score -1905496 nChanged 35
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Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -1905501.125000 Penalty: 4782.074219
	Iteration 89Q: 3 clusters Score -1905501 nChanged 36
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Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -1905512.250000 Penalty: 4782.074219
	Iteration 90Q: 3 clusters Score -1905512 nChanged 39
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Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -1905507.250000 Penalty: 4782.074219
	Iteration 91Q: 3 clusters Score -1905507 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -1905519.000000 Penalty: 4782.074219
	Iteration 92Q: 3 clusters Score -1905519 nChanged 43
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -1905526.375000 Penalty: 4782.074219
	Iteration 93Q: 3 clusters Score -1905526 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
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Entering Unmasked Estep 
Score: -1905534.750000 Penalty: 4782.074219
	Iteration 94Q: 3 clusters Score -1905535 nChanged 44
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Mstep: Class 1 contains 6877 members 
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Entering Unmasked Estep 
Score: -1905543.875000 Penalty: 4782.074219
	Iteration 95Q: 3 clusters Score -1905544 nChanged 47
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Mstep: Class 1 contains 6834 members 
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Entering Unmasked Estep 
Score: -1905550.000000 Penalty: 4782.074219
	Iteration 96Q: 3 clusters Score -1905550 nChanged 55
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
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Entering Unmasked Estep 
Score: -1905562.625000 Penalty: 4782.074219
	Iteration 97Q: 3 clusters Score -1905563 nChanged 46
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Mstep: Class 1 contains 6743 members 
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Entering Unmasked Estep 
Score: -1905575.250000 Penalty: 4782.074219
	Iteration 98Q: 3 clusters Score -1905575 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -1905584.500000 Penalty: 4782.074219
	Iteration 99Q: 3 clusters Score -1905584 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -1905592.875000 Penalty: 4782.074219
	Iteration 100F: 3 clusters Score -1905593 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -1905602.250000 Penalty: 4782.074219
	Iteration 101Q: 3 clusters Score -1905602 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -1905619.000000 Penalty: 4782.074219
	Iteration 102Q: 3 clusters Score -1905619 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -1905622.250000 Penalty: 4782.074219
	Iteration 103Q: 3 clusters Score -1905622 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -1905626.000000 Penalty: 4782.074219
	Iteration 104Q: 3 clusters Score -1905626 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 8964 members 
Entering Unmasked Estep 
Score: -1905638.875000 Penalty: 4782.074219
	Iteration 105Q: 3 clusters Score -1905639 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
Score: -1905650.500000 Penalty: 4782.074219
	Iteration 106Q: 3 clusters Score -1905650 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 9043 members 
Entering Unmasked Estep 
Score: -1905656.625000 Penalty: 4782.074219
	Iteration 107Q: 3 clusters Score -1905657 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -1905668.875000 Penalty: 4782.074219
	Iteration 108Q: 3 clusters Score -1905669 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -1905676.000000 Penalty: 4782.074219
	Iteration 109Q: 3 clusters Score -1905676 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 9188 members 
Entering Unmasked Estep 
Score: -1905684.125000 Penalty: 4782.074219
	Iteration 110Q: 3 clusters Score -1905684 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -1905696.375000 Penalty: 4782.074219
	Iteration 111Q: 3 clusters Score -1905696 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 9316 members 
Entering Unmasked Estep 
Score: -1905714.500000 Penalty: 4782.074219
	Iteration 112Q: 3 clusters Score -1905714 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 9384 members 
Entering Unmasked Estep 
Score: -1905732.000000 Penalty: 4782.074219
	Iteration 113Q: 3 clusters Score -1905732 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 9447 members 
Entering Unmasked Estep 
Score: -1905747.375000 Penalty: 4782.074219
	Iteration 114Q: 3 clusters Score -1905747 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -1905767.875000 Penalty: 4782.074219
	Iteration 115Q: 3 clusters Score -1905768 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -1905773.750000 Penalty: 4782.074219
	Iteration 116Q: 3 clusters Score -1905774 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 9606 members 
Entering Unmasked Estep 
Score: -1905778.375000 Penalty: 4782.074219
	Iteration 117Q: 3 clusters Score -1905778 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -1905788.000000 Penalty: 4782.074219
	Iteration 118Q: 3 clusters Score -1905788 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -1905792.125000 Penalty: 4782.074219
	Iteration 119Q: 3 clusters Score -1905792 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 9703 members 
Entering Unmasked Estep 
Score: -1905798.375000 Penalty: 4782.074219
	Iteration 120F: 3 clusters Score -1905798 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -1905806.750000 Penalty: 4782.074219
	Iteration 121Q: 3 clusters Score -1905807 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 9746 members 
Entering Unmasked Estep 
Score: -1905810.250000 Penalty: 4782.074219
	Iteration 122Q: 3 clusters Score -1905810 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 9767 members 
Entering Unmasked Estep 
Score: -1905810.250000 Penalty: 4782.074219
	Iteration 123Q: 3 clusters Score -1905810 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -1905813.000000 Penalty: 4782.074219
	Iteration 124Q: 3 clusters Score -1905813 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -1905816.750000 Penalty: 4782.074219
	Iteration 125Q: 3 clusters Score -1905817 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 9824 members 
Entering Unmasked Estep 
Score: -1905819.125000 Penalty: 4782.074219
	Iteration 126Q: 3 clusters Score -1905819 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -1905823.375000 Penalty: 4782.074219
	Iteration 127Q: 3 clusters Score -1905823 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 9865 members 
Entering Unmasked Estep 
Score: -1905830.750000 Penalty: 4782.074219
	Iteration 128Q: 3 clusters Score -1905831 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
Score: -1905834.500000 Penalty: 4782.074219
	Iteration 129Q: 3 clusters Score -1905834 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 9913 members 
Entering Unmasked Estep 
Score: -1905830.625000 Penalty: 4782.074219
	Iteration 130Q: 3 clusters Score -1905831 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 9939 members 
Entering Unmasked Estep 
Score: -1905837.250000 Penalty: 4782.074219
	Iteration 131Q: 3 clusters Score -1905837 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 9957 members 
Entering Unmasked Estep 
Score: -1905838.375000 Penalty: 4782.074219
	Iteration 132Q: 3 clusters Score -1905838 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 9973 members 
Entering Unmasked Estep 
Score: -1905847.625000 Penalty: 4782.074219
	Iteration 133Q: 3 clusters Score -1905848 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
Score: -1905848.500000 Penalty: 4782.074219
	Iteration 134Q: 3 clusters Score -1905848 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 10006 members 
Entering Unmasked Estep 
Score: -1905847.125000 Penalty: 4782.074219
	Iteration 135Q: 3 clusters Score -1905847 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 10011 members 
Entering Unmasked Estep 
Score: -1905848.375000 Penalty: 4782.074219
	Iteration 136Q: 3 clusters Score -1905848 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 10019 members 
Entering Unmasked Estep 
Score: -1905848.750000 Penalty: 4782.074219
	Iteration 137Q: 3 clusters Score -1905849 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 10026 members 
Entering Unmasked Estep 
Score: -1905850.375000 Penalty: 4782.074219
	Iteration 138Q: 3 clusters Score -1905850 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 10034 members 
Entering Unmasked Estep 
Score: -1905851.875000 Penalty: 4782.074219
	Iteration 139Q: 3 clusters Score -1905852 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 10041 members 
Entering Unmasked Estep 
Score: -1905849.625000 Penalty: 4782.074219
	Iteration 140F: 3 clusters Score -1905850 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 10048 members 
Entering Unmasked Estep 
Score: -1905847.875000 Penalty: 4782.074219
	Iteration 141Q: 3 clusters Score -1905848 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 10054 members 
Entering Unmasked Estep 
Score: -1905855.375000 Penalty: 4782.074219
	Iteration 142Q: 3 clusters Score -1905855 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 10060 members 
Entering Unmasked Estep 
Score: -1905852.000000 Penalty: 4782.074219
	Iteration 143Q: 3 clusters Score -1905852 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 10063 members 
Entering Unmasked Estep 
Score: -1905848.125000 Penalty: 4782.074219
	Iteration 144Q: 3 clusters Score -1905848 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 10068 members 
Entering Unmasked Estep 
Score: -1905854.250000 Penalty: 4782.074219
	Iteration 145Q: 3 clusters Score -1905854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 10070 members 
Entering Unmasked Estep 
Score: -1905853.500000 Penalty: 4782.074219
	Iteration 146Q: 3 clusters Score -1905854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 10072 members 
Entering Unmasked Estep 
Score: -1905851.750000 Penalty: 4782.074219
	Iteration 147Q: 3 clusters Score -1905852 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
Score: -1905852.000000 Penalty: 4782.074219
	Iteration 148Q: 3 clusters Score -1905852 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
Score: -1905852.000000 Penalty: 4782.074219
	Iteration 149F: 3 clusters Score -1905852 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (28495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28495 members 
Entering Unmasked Estep 
Score: -3621658.000000 Penalty: 2543.855957
	Iteration 0F: 2 clusters Score -3621658 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14282 members 
Mstep: Class 2 contains 14213 members 
Entering Unmasked Estep 
Score: -3602090.000000 Penalty: 5087.711914
	Iteration 0F: 3 clusters Score -3602090 nChanged 12784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14344 members 
Mstep: Class 2 contains 14151 members 
Entering Unmasked Estep 
Score: -3609268.000000 Penalty: 5087.711914
	Iteration 1F: 3 clusters Score -3609268 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14326 members 
Mstep: Class 2 contains 14169 members 
Entering Unmasked Estep 
Score: -3609976.250000 Penalty: 5087.711914
	Iteration 2F: 3 clusters Score -3609976 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14303 members 
Mstep: Class 2 contains 14192 members 
Entering Unmasked Estep 
Score: -3610567.250000 Penalty: 5087.711914
	Iteration 3F: 3 clusters Score -3610567 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14244 members 
Mstep: Class 2 contains 14251 members 
Entering Unmasked Estep 
Score: -3611177.500000 Penalty: 5087.711914
	Iteration 4Q: 3 clusters Score -3611178 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14204 members 
Mstep: Class 2 contains 14291 members 
Entering Unmasked Estep 
Score: -3611732.250000 Penalty: 5087.711914
	Iteration 5Q: 3 clusters Score -3611732 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14157 members 
Mstep: Class 2 contains 14338 members 
Entering Unmasked Estep 
Score: -3612257.750000 Penalty: 5087.711914
	Iteration 6Q: 3 clusters Score -3612258 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14093 members 
Mstep: Class 2 contains 14402 members 
Entering Unmasked Estep 
Score: -3612784.000000 Penalty: 5087.711914
	Iteration 7Q: 3 clusters Score -3612784 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13975 members 
Mstep: Class 2 contains 14520 members 
Entering Unmasked Estep 
Score: -3613243.000000 Penalty: 5087.711914
	Iteration 8Q: 3 clusters Score -3613243 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13884 members 
Mstep: Class 2 contains 14611 members 
Entering Unmasked Estep 
Score: -3613691.000000 Penalty: 5087.711914
	Iteration 9Q: 3 clusters Score -3613691 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13785 members 
Mstep: Class 2 contains 14710 members 
Entering Unmasked Estep 
Score: -3614078.750000 Penalty: 5087.711914
	Iteration 10Q: 3 clusters Score -3614079 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13690 members 
Mstep: Class 2 contains 14805 members 
Entering Unmasked Estep 
Score: -3614460.750000 Penalty: 5087.711914
	Iteration 11Q: 3 clusters Score -3614461 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13570 members 
Mstep: Class 2 contains 14925 members 
Entering Unmasked Estep 
Score: -3614888.000000 Penalty: 5087.711914
	Iteration 12Q: 3 clusters Score -3614888 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13430 members 
Mstep: Class 2 contains 15065 members 
Entering Unmasked Estep 
Score: -3615342.000000 Penalty: 5087.711914
	Iteration 13Q: 3 clusters Score -3615342 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13274 members 
Mstep: Class 2 contains 15221 members 
Entering Unmasked Estep 
Score: -3615787.000000 Penalty: 5087.711914
	Iteration 14Q: 3 clusters Score -3615787 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13119 members 
Mstep: Class 2 contains 15376 members 
Entering Unmasked Estep 
Score: -3616119.000000 Penalty: 5087.711914
	Iteration 15Q: 3 clusters Score -3616119 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12990 members 
Mstep: Class 2 contains 15505 members 
Entering Unmasked Estep 
Score: -3616352.250000 Penalty: 5087.711914
	Iteration 16Q: 3 clusters Score -3616352 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12869 members 
Mstep: Class 2 contains 15626 members 
Entering Unmasked Estep 
Score: -3616507.750000 Penalty: 5087.711914
	Iteration 17Q: 3 clusters Score -3616508 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12758 members 
Mstep: Class 2 contains 15737 members 
Entering Unmasked Estep 
Score: -3616639.500000 Penalty: 5087.711914
	Iteration 18Q: 3 clusters Score -3616640 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12635 members 
Mstep: Class 2 contains 15860 members 
Entering Unmasked Estep 
Score: -3616736.000000 Penalty: 5087.711914
	Iteration 19Q: 3 clusters Score -3616736 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12499 members 
Mstep: Class 2 contains 15996 members 
Entering Unmasked Estep 
Score: -3616853.750000 Penalty: 5087.711914
	Iteration 20F: 3 clusters Score -3616854 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12360 members 
Mstep: Class 2 contains 16135 members 
Entering Unmasked Estep 
Score: -3616966.750000 Penalty: 5087.711914
	Iteration 21Q: 3 clusters Score -3616967 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12261 members 
Mstep: Class 2 contains 16234 members 
Entering Unmasked Estep 
Score: -3617090.500000 Penalty: 5087.711914
	Iteration 22Q: 3 clusters Score -3617090 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12176 members 
Mstep: Class 2 contains 16319 members 
Entering Unmasked Estep 
Score: -3617225.250000 Penalty: 5087.711914
	Iteration 23Q: 3 clusters Score -3617225 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12083 members 
Mstep: Class 2 contains 16412 members 
Entering Unmasked Estep 
Score: -3617350.000000 Penalty: 5087.711914
	Iteration 24Q: 3 clusters Score -3617350 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11992 members 
Mstep: Class 2 contains 16503 members 
Entering Unmasked Estep 
Score: -3617455.500000 Penalty: 5087.711914
	Iteration 25Q: 3 clusters Score -3617456 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11937 members 
Mstep: Class 2 contains 16558 members 
Entering Unmasked Estep 
Score: -3617553.250000 Penalty: 5087.711914
	Iteration 26Q: 3 clusters Score -3617553 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11911 members 
Mstep: Class 2 contains 16584 members 
Entering Unmasked Estep 
Score: -3617662.500000 Penalty: 5087.711914
	Iteration 27Q: 3 clusters Score -3617662 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11885 members 
Mstep: Class 2 contains 16610 members 
Entering Unmasked Estep 
Score: -3617724.750000 Penalty: 5087.711914
	Iteration 28Q: 3 clusters Score -3617725 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11898 members 
Mstep: Class 2 contains 16597 members 
Entering Unmasked Estep 
Score: -3617782.000000 Penalty: 5087.711914
	Iteration 29Q: 3 clusters Score -3617782 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11943 members 
Mstep: Class 2 contains 16552 members 
Entering Unmasked Estep 
Score: -3617850.250000 Penalty: 5087.711914
	Iteration 30Q: 3 clusters Score -3617850 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11976 members 
Mstep: Class 2 contains 16519 members 
Entering Unmasked Estep 
Score: -3617906.500000 Penalty: 5087.711914
	Iteration 31Q: 3 clusters Score -3617906 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11995 members 
Mstep: Class 2 contains 16500 members 
Entering Unmasked Estep 
Score: -3617957.000000 Penalty: 5087.711914
	Iteration 32Q: 3 clusters Score -3617957 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11998 members 
Mstep: Class 2 contains 16497 members 
Entering Unmasked Estep 
Score: -3618017.250000 Penalty: 5087.711914
	Iteration 33Q: 3 clusters Score -3618017 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12013 members 
Mstep: Class 2 contains 16482 members 
Entering Unmasked Estep 
Score: -3618041.000000 Penalty: 5087.711914
	Iteration 34Q: 3 clusters Score -3618041 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12022 members 
Mstep: Class 2 contains 16473 members 
Entering Unmasked Estep 
Score: -3618061.000000 Penalty: 5087.711914
	Iteration 35Q: 3 clusters Score -3618061 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12034 members 
Mstep: Class 2 contains 16461 members 
Entering Unmasked Estep 
Score: -3618068.500000 Penalty: 5087.711914
	Iteration 36Q: 3 clusters Score -3618068 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12050 members 
Mstep: Class 2 contains 16445 members 
Entering Unmasked Estep 
Score: -3618078.250000 Penalty: 5087.711914
	Iteration 37Q: 3 clusters Score -3618078 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12078 members 
Mstep: Class 2 contains 16417 members 
Entering Unmasked Estep 
Score: -3618091.500000 Penalty: 5087.711914
	Iteration 38Q: 3 clusters Score -3618092 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12101 members 
Mstep: Class 2 contains 16394 members 
Entering Unmasked Estep 
Score: -3618103.250000 Penalty: 5087.711914
	Iteration 39Q: 3 clusters Score -3618103 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12122 members 
Mstep: Class 2 contains 16373 members 
Entering Unmasked Estep 
Score: -3618117.500000 Penalty: 5087.711914
	Iteration 40F: 3 clusters Score -3618118 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12132 members 
Mstep: Class 2 contains 16363 members 
Entering Unmasked Estep 
Score: -3618123.500000 Penalty: 5087.711914
	Iteration 41Q: 3 clusters Score -3618124 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12137 members 
Mstep: Class 2 contains 16358 members 
Entering Unmasked Estep 
Score: -3618130.750000 Penalty: 5087.711914
	Iteration 42Q: 3 clusters Score -3618131 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12140 members 
Mstep: Class 2 contains 16355 members 
Entering Unmasked Estep 
Score: -3618139.250000 Penalty: 5087.711914
	Iteration 43Q: 3 clusters Score -3618139 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12151 members 
Mstep: Class 2 contains 16344 members 
Entering Unmasked Estep 
Score: -3618147.750000 Penalty: 5087.711914
	Iteration 44Q: 3 clusters Score -3618148 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12161 members 
Mstep: Class 2 contains 16334 members 
Entering Unmasked Estep 
Score: -3618153.500000 Penalty: 5087.711914
	Iteration 45Q: 3 clusters Score -3618154 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12178 members 
Mstep: Class 2 contains 16317 members 
Entering Unmasked Estep 
Score: -3618157.250000 Penalty: 5087.711914
	Iteration 46Q: 3 clusters Score -3618157 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12186 members 
Mstep: Class 2 contains 16309 members 
Entering Unmasked Estep 
Score: -3618152.750000 Penalty: 5087.711914
	Iteration 47Q: 3 clusters Score -3618153 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12193 members 
Mstep: Class 2 contains 16302 members 
Entering Unmasked Estep 
Score: -3618159.000000 Penalty: 5087.711914
	Iteration 48Q: 3 clusters Score -3618159 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12199 members 
Mstep: Class 2 contains 16296 members 
Entering Unmasked Estep 
Score: -3618158.750000 Penalty: 5087.711914
	Iteration 49Q: 3 clusters Score -3618159 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12207 members 
Mstep: Class 2 contains 16288 members 
Entering Unmasked Estep 
Score: -3618157.500000 Penalty: 5087.711914
	Iteration 50Q: 3 clusters Score -3618158 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12212 members 
Mstep: Class 2 contains 16283 members 
Entering Unmasked Estep 
Score: -3618163.750000 Penalty: 5087.711914
	Iteration 51Q: 3 clusters Score -3618164 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12222 members 
Mstep: Class 2 contains 16273 members 
Entering Unmasked Estep 
Score: -3618158.500000 Penalty: 5087.711914
	Iteration 52Q: 3 clusters Score -3618158 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12226 members 
Mstep: Class 2 contains 16269 members 
Entering Unmasked Estep 
Score: -3618166.500000 Penalty: 5087.711914
	Iteration 53Q: 3 clusters Score -3618166 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12227 members 
Mstep: Class 2 contains 16268 members 
Entering Unmasked Estep 
Score: -3618158.750000 Penalty: 5087.711914
	Iteration 54Q: 3 clusters Score -3618159 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12227 members 
Mstep: Class 2 contains 16268 members 
Entering Unmasked Estep 
Score: -3618160.000000 Penalty: 5087.711914
	Iteration 55Q: 3 clusters Score -3618160 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12224 members 
Mstep: Class 2 contains 16271 members 
Entering Unmasked Estep 
Score: -3618160.500000 Penalty: 5087.711914
	Iteration 56Q: 3 clusters Score -3618160 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12226 members 
Mstep: Class 2 contains 16269 members 
Entering Unmasked Estep 
Score: -3618168.750000 Penalty: 5087.711914
	Iteration 57Q: 3 clusters Score -3618169 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12229 members 
Mstep: Class 2 contains 16266 members 
Entering Unmasked Estep 
Score: -3618164.000000 Penalty: 5087.711914
	Iteration 58Q: 3 clusters Score -3618164 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12229 members 
Mstep: Class 2 contains 16266 members 
Entering Unmasked Estep 
Score: -3618166.750000 Penalty: 5087.711914
	Iteration 59Q: 3 clusters Score -3618167 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12228 members 
Mstep: Class 2 contains 16267 members 
Entering Unmasked Estep 
Score: -3618162.750000 Penalty: 5087.711914
	Iteration 60F: 3 clusters Score -3618163 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12227 members 
Mstep: Class 2 contains 16268 members 
Entering Unmasked Estep 
Score: -3618163.500000 Penalty: 5087.711914
	Iteration 61Q: 3 clusters Score -3618164 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12226 members 
Mstep: Class 2 contains 16269 members 
Entering Unmasked Estep 
Score: -3618159.500000 Penalty: 5087.711914
	Iteration 62Q: 3 clusters Score -3618160 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12226 members 
Mstep: Class 2 contains 16269 members 
Entering Unmasked Estep 
Score: -3618159.500000 Penalty: 5087.711914
	Iteration 63F: 3 clusters Score -3618160 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Entering Unmasked Estep 
Score: -29755.687500 Penalty: 1442.643555
	Iteration 0F: 2 clusters Score -29755.69 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 161 members 
Entering Unmasked Estep 
Score: -28661.234375 Penalty: 2885.287109
	Iteration 0F: 3 clusters Score -28661.23 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -28959.324219 Penalty: 2885.287109
	Iteration 1F: 3 clusters Score -28959.32 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -29104.121094 Penalty: 2885.287109
	Iteration 2F: 3 clusters Score -29104.12 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -29167.738281 Penalty: 2885.287109
	Iteration 3F: 3 clusters Score -29167.74 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -29197.802734 Penalty: 2885.287109
	Iteration 4Q: 3 clusters Score -29197.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -29211.654297 Penalty: 2885.287109
	Iteration 5Q: 3 clusters Score -29211.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -29224.771484 Penalty: 2885.287109
	Iteration 6Q: 3 clusters Score -29224.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -29241.330078 Penalty: 2885.287109
	Iteration 7Q: 3 clusters Score -29241.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -29246.197266 Penalty: 2885.287109
	Iteration 8Q: 3 clusters Score -29246.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -29248.966797 Penalty: 2885.287109
	Iteration 9Q: 3 clusters Score -29248.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -29248.966797 Penalty: 2885.287109
	Iteration 10F: 3 clusters Score -29248.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Entering Unmasked Estep 
Score: -530433.937500 Penalty: 2068.136963
	Iteration 0F: 2 clusters Score -530433.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -526430.812500 Penalty: 4136.273926
	Iteration 0F: 3 clusters Score -526430.8 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -527311.625000 Penalty: 4136.273926
	Iteration 1F: 3 clusters Score -527311.6 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -527497.562500 Penalty: 4136.273926
	Iteration 2F: 3 clusters Score -527497.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -527618.250000 Penalty: 4136.273926
	Iteration 3Q: 3 clusters Score -527618.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -527703.625000 Penalty: 4136.273926
	Iteration 4Q: 3 clusters Score -527703.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -527767.437500 Penalty: 4136.273926
	Iteration 5Q: 3 clusters Score -527767.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -527819.062500 Penalty: 4136.273926
	Iteration 6Q: 3 clusters Score -527819.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -527865.562500 Penalty: 4136.273926
	Iteration 7Q: 3 clusters Score -527865.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -527894.812500 Penalty: 4136.273926
	Iteration 8Q: 3 clusters Score -527894.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -527919.375000 Penalty: 4136.273926
	Iteration 9Q: 3 clusters Score -527919.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -527942.250000 Penalty: 4136.273926
	Iteration 10Q: 3 clusters Score -527942.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -527960.437500 Penalty: 4136.273926
	Iteration 11Q: 3 clusters Score -527960.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -527979.562500 Penalty: 4136.273926
	Iteration 12Q: 3 clusters Score -527979.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -527994.187500 Penalty: 4136.273926
	Iteration 13Q: 3 clusters Score -527994.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -528007.812500 Penalty: 4136.273926
	Iteration 14Q: 3 clusters Score -528007.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -528017.125000 Penalty: 4136.273926
	Iteration 15Q: 3 clusters Score -528017.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -528023.000000 Penalty: 4136.273926
	Iteration 16Q: 3 clusters Score -528023 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -528031.250000 Penalty: 4136.273926
	Iteration 17Q: 3 clusters Score -528031.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -528038.875000 Penalty: 4136.273926
	Iteration 18Q: 3 clusters Score -528038.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -528046.812500 Penalty: 4136.273926
	Iteration 19Q: 3 clusters Score -528046.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -528055.500000 Penalty: 4136.273926
	Iteration 20F: 3 clusters Score -528055.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -528063.875000 Penalty: 4136.273926
	Iteration 21Q: 3 clusters Score -528063.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -528070.312500 Penalty: 4136.273926
	Iteration 22Q: 3 clusters Score -528070.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -528076.687500 Penalty: 4136.273926
	Iteration 23Q: 3 clusters Score -528076.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -528087.000000 Penalty: 4136.273926
	Iteration 24Q: 3 clusters Score -528087 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -528091.312500 Penalty: 4136.273926
	Iteration 25Q: 3 clusters Score -528091.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -528098.437500 Penalty: 4136.273926
	Iteration 26Q: 3 clusters Score -528098.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -528102.625000 Penalty: 4136.273926
	Iteration 27Q: 3 clusters Score -528102.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -528110.312500 Penalty: 4136.273926
	Iteration 28Q: 3 clusters Score -528110.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -528117.250000 Penalty: 4136.273926
	Iteration 29Q: 3 clusters Score -528117.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -528126.062500 Penalty: 4136.273926
	Iteration 30Q: 3 clusters Score -528126.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -528133.625000 Penalty: 4136.273926
	Iteration 31Q: 3 clusters Score -528133.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -528138.937500 Penalty: 4136.273926
	Iteration 32Q: 3 clusters Score -528138.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -528145.000000 Penalty: 4136.273926
	Iteration 33Q: 3 clusters Score -528145 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -528153.375000 Penalty: 4136.273926
	Iteration 34Q: 3 clusters Score -528153.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -528160.000000 Penalty: 4136.273926
	Iteration 35Q: 3 clusters Score -528160 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -528171.062500 Penalty: 4136.273926
	Iteration 36Q: 3 clusters Score -528171.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -528179.937500 Penalty: 4136.273926
	Iteration 37Q: 3 clusters Score -528179.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -528188.250000 Penalty: 4136.273926
	Iteration 38Q: 3 clusters Score -528188.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -528198.125000 Penalty: 4136.273926
	Iteration 39Q: 3 clusters Score -528198.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -528209.812500 Penalty: 4136.273926
	Iteration 40F: 3 clusters Score -528209.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -528220.375000 Penalty: 4136.273926
	Iteration 41Q: 3 clusters Score -528220.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -528231.187500 Penalty: 4136.273926
	Iteration 42Q: 3 clusters Score -528231.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -528239.000000 Penalty: 4136.273926
	Iteration 43Q: 3 clusters Score -528239 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -528247.375000 Penalty: 4136.273926
	Iteration 44Q: 3 clusters Score -528247.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -528256.937500 Penalty: 4136.273926
	Iteration 45Q: 3 clusters Score -528256.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -528268.000000 Penalty: 4136.273926
	Iteration 46Q: 3 clusters Score -528268 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -528279.687500 Penalty: 4136.273926
	Iteration 47Q: 3 clusters Score -528279.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -528292.250000 Penalty: 4136.273926
	Iteration 48Q: 3 clusters Score -528292.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -528308.687500 Penalty: 4136.273926
	Iteration 49Q: 3 clusters Score -528308.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -528329.375000 Penalty: 4136.273926
	Iteration 50Q: 3 clusters Score -528329.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -528346.687500 Penalty: 4136.273926
	Iteration 51Q: 3 clusters Score -528346.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -528362.062500 Penalty: 4136.273926
	Iteration 52Q: 3 clusters Score -528362.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -528380.875000 Penalty: 4136.273926
	Iteration 53Q: 3 clusters Score -528380.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -528398.500000 Penalty: 4136.273926
	Iteration 54Q: 3 clusters Score -528398.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -528413.250000 Penalty: 4136.273926
	Iteration 55Q: 3 clusters Score -528413.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -528432.437500 Penalty: 4136.273926
	Iteration 56Q: 3 clusters Score -528432.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -528459.687500 Penalty: 4136.273926
	Iteration 57Q: 3 clusters Score -528459.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -528490.562500 Penalty: 4136.273926
	Iteration 58Q: 3 clusters Score -528490.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -528511.250000 Penalty: 4136.273926
	Iteration 59Q: 3 clusters Score -528511.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -528534.625000 Penalty: 4136.273926
	Iteration 60F: 3 clusters Score -528534.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -528557.187500 Penalty: 4136.273926
	Iteration 61Q: 3 clusters Score -528557.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -528578.250000 Penalty: 4136.273926
	Iteration 62Q: 3 clusters Score -528578.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -528601.937500 Penalty: 4136.273926
	Iteration 63Q: 3 clusters Score -528601.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -528638.125000 Penalty: 4136.273926
	Iteration 64Q: 3 clusters Score -528638.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -528672.187500 Penalty: 4136.273926
	Iteration 65Q: 3 clusters Score -528672.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -528707.937500 Penalty: 4136.273926
	Iteration 66Q: 3 clusters Score -528707.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -528731.375000 Penalty: 4136.273926
	Iteration 67Q: 3 clusters Score -528731.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -528763.312500 Penalty: 4136.273926
	Iteration 68Q: 3 clusters Score -528763.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -528783.187500 Penalty: 4136.273926
	Iteration 69Q: 3 clusters Score -528783.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -528800.250000 Penalty: 4136.273926
	Iteration 70Q: 3 clusters Score -528800.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -528834.562500 Penalty: 4136.273926
	Iteration 71Q: 3 clusters Score -528834.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -528883.687500 Penalty: 4136.273926
	Iteration 72Q: 3 clusters Score -528883.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -528943.437500 Penalty: 4136.273926
	Iteration 73Q: 3 clusters Score -528943.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -528987.750000 Penalty: 4136.273926
	Iteration 74Q: 3 clusters Score -528987.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -529007.812500 Penalty: 4136.273926
	Iteration 75Q: 3 clusters Score -529007.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -529013.875000 Penalty: 4136.273926
	Iteration 76Q: 3 clusters Score -529013.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -529022.187500 Penalty: 4136.273926
	Iteration 77Q: 3 clusters Score -529022.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -529031.187500 Penalty: 4136.273926
	Iteration 78Q: 3 clusters Score -529031.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -529033.125000 Penalty: 4136.273926
	Iteration 79Q: 3 clusters Score -529033.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -529035.750000 Penalty: 4136.273926
	Iteration 80F: 3 clusters Score -529035.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -529036.562500 Penalty: 4136.273926
	Iteration 81Q: 3 clusters Score -529036.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -529038.312500 Penalty: 4136.273926
	Iteration 82Q: 3 clusters Score -529038.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -529038.937500 Penalty: 4136.273926
	Iteration 83Q: 3 clusters Score -529038.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -529038.812500 Penalty: 4136.273926
	Iteration 84Q: 3 clusters Score -529038.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -529038.812500 Penalty: 4136.273926
	Iteration 85F: 3 clusters Score -529038.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (22602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22602 members 
Entering Unmasked Estep 
Score: -2896064.750000 Penalty: 2486.396973
	Iteration 0F: 2 clusters Score -2896065 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11184 members 
Mstep: Class 2 contains 11418 members 
Entering Unmasked Estep 
Score: -2880235.750000 Penalty: 4972.793945
	Iteration 0F: 3 clusters Score -2880236 nChanged 9961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10743 members 
Mstep: Class 2 contains 11859 members 
Entering Unmasked Estep 
Score: -2885718.000000 Penalty: 4972.793945
	Iteration 1F: 3 clusters Score -2885718 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10523 members 
Mstep: Class 2 contains 12079 members 
Entering Unmasked Estep 
Score: -2886515.500000 Penalty: 4972.793945
	Iteration 2F: 3 clusters Score -2886516 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10314 members 
Mstep: Class 2 contains 12288 members 
Entering Unmasked Estep 
Score: -2887495.500000 Penalty: 4972.793945
	Iteration 3F: 3 clusters Score -2887496 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10212 members 
Mstep: Class 2 contains 12390 members 
Entering Unmasked Estep 
Score: -2888408.750000 Penalty: 4972.793945
	Iteration 4F: 3 clusters Score -2888409 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10244 members 
Mstep: Class 2 contains 12358 members 
Entering Unmasked Estep 
Score: -2889156.500000 Penalty: 4972.793945
	Iteration 5F: 3 clusters Score -2889156 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10273 members 
Mstep: Class 2 contains 12329 members 
Entering Unmasked Estep 
Score: -2889801.000000 Penalty: 4972.793945
	Iteration 6F: 3 clusters Score -2889801 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10323 members 
Mstep: Class 2 contains 12279 members 
Entering Unmasked Estep 
Score: -2890407.250000 Penalty: 4972.793945
	Iteration 7Q: 3 clusters Score -2890407 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10383 members 
Mstep: Class 2 contains 12219 members 
Entering Unmasked Estep 
Score: -2890985.000000 Penalty: 4972.793945
	Iteration 8Q: 3 clusters Score -2890985 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 12186 members 
Entering Unmasked Estep 
Score: -2891498.500000 Penalty: 4972.793945
	Iteration 9Q: 3 clusters Score -2891498 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10413 members 
Mstep: Class 2 contains 12189 members 
Entering Unmasked Estep 
Score: -2891893.750000 Penalty: 4972.793945
	Iteration 10Q: 3 clusters Score -2891894 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10379 members 
Mstep: Class 2 contains 12223 members 
Entering Unmasked Estep 
Score: -2892259.000000 Penalty: 4972.793945
	Iteration 11Q: 3 clusters Score -2892259 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10348 members 
Mstep: Class 2 contains 12254 members 
Entering Unmasked Estep 
Score: -2892542.750000 Penalty: 4972.793945
	Iteration 12Q: 3 clusters Score -2892543 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10284 members 
Mstep: Class 2 contains 12318 members 
Entering Unmasked Estep 
Score: -2892735.750000 Penalty: 4972.793945
	Iteration 13Q: 3 clusters Score -2892736 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10212 members 
Mstep: Class 2 contains 12390 members 
Entering Unmasked Estep 
Score: -2892876.750000 Penalty: 4972.793945
	Iteration 14Q: 3 clusters Score -2892877 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10115 members 
Mstep: Class 2 contains 12487 members 
Entering Unmasked Estep 
Score: -2892979.000000 Penalty: 4972.793945
	Iteration 15Q: 3 clusters Score -2892979 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10022 members 
Mstep: Class 2 contains 12580 members 
Entering Unmasked Estep 
Score: -2893071.750000 Penalty: 4972.793945
	Iteration 16Q: 3 clusters Score -2893072 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9942 members 
Mstep: Class 2 contains 12660 members 
Entering Unmasked Estep 
Score: -2893140.750000 Penalty: 4972.793945
	Iteration 17Q: 3 clusters Score -2893141 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9860 members 
Mstep: Class 2 contains 12742 members 
Entering Unmasked Estep 
Score: -2893206.250000 Penalty: 4972.793945
	Iteration 18Q: 3 clusters Score -2893206 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9776 members 
Mstep: Class 2 contains 12826 members 
Entering Unmasked Estep 
Score: -2893258.500000 Penalty: 4972.793945
	Iteration 19Q: 3 clusters Score -2893258 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 12928 members 
Entering Unmasked Estep 
Score: -2893276.750000 Penalty: 4972.793945
	Iteration 20F: 3 clusters Score -2893277 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9558 members 
Mstep: Class 2 contains 13044 members 
Entering Unmasked Estep 
Score: -2893312.750000 Penalty: 4972.793945
	Iteration 21Q: 3 clusters Score -2893313 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 13147 members 
Entering Unmasked Estep 
Score: -2893335.750000 Penalty: 4972.793945
	Iteration 22Q: 3 clusters Score -2893336 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 13233 members 
Entering Unmasked Estep 
Score: -2893357.750000 Penalty: 4972.793945
	Iteration 23Q: 3 clusters Score -2893358 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9291 members 
Mstep: Class 2 contains 13311 members 
Entering Unmasked Estep 
Score: -2893380.750000 Penalty: 4972.793945
	Iteration 24Q: 3 clusters Score -2893381 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 13375 members 
Entering Unmasked Estep 
Score: -2893403.000000 Penalty: 4972.793945
	Iteration 25Q: 3 clusters Score -2893403 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 13445 members 
Entering Unmasked Estep 
Score: -2893411.750000 Penalty: 4972.793945
	Iteration 26Q: 3 clusters Score -2893412 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 13517 members 
Entering Unmasked Estep 
Score: -2893429.000000 Penalty: 4972.793945
	Iteration 27Q: 3 clusters Score -2893429 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 13589 members 
Entering Unmasked Estep 
Score: -2893442.000000 Penalty: 4972.793945
	Iteration 28Q: 3 clusters Score -2893442 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 13660 members 
Entering Unmasked Estep 
Score: -2893447.500000 Penalty: 4972.793945
	Iteration 29Q: 3 clusters Score -2893448 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 13725 members 
Entering Unmasked Estep 
Score: -2893459.750000 Penalty: 4972.793945
	Iteration 30Q: 3 clusters Score -2893460 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 13791 members 
Entering Unmasked Estep 
Score: -2893466.000000 Penalty: 4972.793945
	Iteration 31Q: 3 clusters Score -2893466 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 13840 members 
Entering Unmasked Estep 
Score: -2893465.500000 Penalty: 4972.793945
	Iteration 32Q: 3 clusters Score -2893466 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 13881 members 
Entering Unmasked Estep 
Score: -2893473.750000 Penalty: 4972.793945
	Iteration 33Q: 3 clusters Score -2893474 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 13919 members 
Entering Unmasked Estep 
Score: -2893473.500000 Penalty: 4972.793945
	Iteration 34Q: 3 clusters Score -2893474 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 13950 members 
Entering Unmasked Estep 
Score: -2893473.000000 Penalty: 4972.793945
	Iteration 35Q: 3 clusters Score -2893473 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 13982 members 
Entering Unmasked Estep 
Score: -2893468.750000 Penalty: 4972.793945
	Iteration 36Q: 3 clusters Score -2893469 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 14010 members 
Entering Unmasked Estep 
Score: -2893479.750000 Penalty: 4972.793945
	Iteration 37Q: 3 clusters Score -2893480 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 14037 members 
Entering Unmasked Estep 
Score: -2893481.500000 Penalty: 4972.793945
	Iteration 38Q: 3 clusters Score -2893482 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 14067 members 
Entering Unmasked Estep 
Score: -2893483.500000 Penalty: 4972.793945
	Iteration 39Q: 3 clusters Score -2893484 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 14096 members 
Entering Unmasked Estep 
Score: -2893490.250000 Penalty: 4972.793945
	Iteration 40F: 3 clusters Score -2893490 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 14124 members 
Entering Unmasked Estep 
Score: -2893487.500000 Penalty: 4972.793945
	Iteration 41Q: 3 clusters Score -2893488 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 14146 members 
Entering Unmasked Estep 
Score: -2893488.250000 Penalty: 4972.793945
	Iteration 42Q: 3 clusters Score -2893488 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 14168 members 
Entering Unmasked Estep 
Score: -2893494.250000 Penalty: 4972.793945
	Iteration 43Q: 3 clusters Score -2893494 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 14189 members 
Entering Unmasked Estep 
Score: -2893495.000000 Penalty: 4972.793945
	Iteration 44Q: 3 clusters Score -2893495 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 14205 members 
Entering Unmasked Estep 
Score: -2893498.750000 Penalty: 4972.793945
	Iteration 45Q: 3 clusters Score -2893499 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 14223 members 
Entering Unmasked Estep 
Score: -2893498.000000 Penalty: 4972.793945
	Iteration 46Q: 3 clusters Score -2893498 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 14236 members 
Entering Unmasked Estep 
Score: -2893498.250000 Penalty: 4972.793945
	Iteration 47Q: 3 clusters Score -2893498 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 14250 members 
Entering Unmasked Estep 
Score: -2893502.000000 Penalty: 4972.793945
	Iteration 48Q: 3 clusters Score -2893502 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 14268 members 
Entering Unmasked Estep 
Score: -2893500.250000 Penalty: 4972.793945
	Iteration 49Q: 3 clusters Score -2893500 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 14283 members 
Entering Unmasked Estep 
Score: -2893504.000000 Penalty: 4972.793945
	Iteration 50Q: 3 clusters Score -2893504 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 14300 members 
Entering Unmasked Estep 
Score: -2893507.250000 Penalty: 4972.793945
	Iteration 51Q: 3 clusters Score -2893507 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 14322 members 
Entering Unmasked Estep 
Score: -2893502.750000 Penalty: 4972.793945
	Iteration 52Q: 3 clusters Score -2893503 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 14341 members 
Entering Unmasked Estep 
Score: -2893496.750000 Penalty: 4972.793945
	Iteration 53Q: 3 clusters Score -2893497 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 14356 members 
Entering Unmasked Estep 
Score: -2893498.500000 Penalty: 4972.793945
	Iteration 54Q: 3 clusters Score -2893498 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 14371 members 
Entering Unmasked Estep 
Score: -2893504.750000 Penalty: 4972.793945
	Iteration 55Q: 3 clusters Score -2893505 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 14390 members 
Entering Unmasked Estep 
Score: -2893509.500000 Penalty: 4972.793945
	Iteration 56Q: 3 clusters Score -2893510 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 14411 members 
Entering Unmasked Estep 
Score: -2893506.500000 Penalty: 4972.793945
	Iteration 57Q: 3 clusters Score -2893506 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 14428 members 
Entering Unmasked Estep 
Score: -2893508.250000 Penalty: 4972.793945
	Iteration 58Q: 3 clusters Score -2893508 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 14452 members 
Entering Unmasked Estep 
Score: -2893510.500000 Penalty: 4972.793945
	Iteration 59Q: 3 clusters Score -2893510 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 14468 members 
Entering Unmasked Estep 
Score: -2893515.250000 Penalty: 4972.793945
	Iteration 60F: 3 clusters Score -2893515 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 14482 members 
Entering Unmasked Estep 
Score: -2893513.500000 Penalty: 4972.793945
	Iteration 61Q: 3 clusters Score -2893514 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 14492 members 
Entering Unmasked Estep 
Score: -2893515.500000 Penalty: 4972.793945
	Iteration 62Q: 3 clusters Score -2893516 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 14498 members 
Entering Unmasked Estep 
Score: -2893513.500000 Penalty: 4972.793945
	Iteration 63Q: 3 clusters Score -2893514 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 14510 members 
Entering Unmasked Estep 
Score: -2893511.500000 Penalty: 4972.793945
	Iteration 64Q: 3 clusters Score -2893512 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 14520 members 
Entering Unmasked Estep 
Score: -2893510.250000 Penalty: 4972.793945
	Iteration 65Q: 3 clusters Score -2893510 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 14528 members 
Entering Unmasked Estep 
Score: -2893517.250000 Penalty: 4972.793945
	Iteration 66Q: 3 clusters Score -2893517 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 14536 members 
Entering Unmasked Estep 
Score: -2893510.250000 Penalty: 4972.793945
	Iteration 67Q: 3 clusters Score -2893510 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 14541 members 
Entering Unmasked Estep 
Score: -2893514.750000 Penalty: 4972.793945
	Iteration 68Q: 3 clusters Score -2893515 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 14546 members 
Entering Unmasked Estep 
Score: -2893516.000000 Penalty: 4972.793945
	Iteration 69Q: 3 clusters Score -2893516 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 14550 members 
Entering Unmasked Estep 
Score: -2893514.750000 Penalty: 4972.793945
	Iteration 70Q: 3 clusters Score -2893515 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 14557 members 
Entering Unmasked Estep 
Score: -2893519.000000 Penalty: 4972.793945
	Iteration 71Q: 3 clusters Score -2893519 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 14563 members 
Entering Unmasked Estep 
Score: -2893520.000000 Penalty: 4972.793945
	Iteration 72Q: 3 clusters Score -2893520 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 14570 members 
Entering Unmasked Estep 
Score: -2893522.500000 Penalty: 4972.793945
	Iteration 73Q: 3 clusters Score -2893522 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 14577 members 
Entering Unmasked Estep 
Score: -2893521.250000 Penalty: 4972.793945
	Iteration 74Q: 3 clusters Score -2893521 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 14582 members 
Entering Unmasked Estep 
Score: -2893520.500000 Penalty: 4972.793945
	Iteration 75Q: 3 clusters Score -2893520 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 14589 members 
Entering Unmasked Estep 
Score: -2893516.250000 Penalty: 4972.793945
	Iteration 76Q: 3 clusters Score -2893516 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 14598 members 
Entering Unmasked Estep 
Score: -2893518.750000 Penalty: 4972.793945
	Iteration 77Q: 3 clusters Score -2893519 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 14601 members 
Entering Unmasked Estep 
Score: -2893520.000000 Penalty: 4972.793945
	Iteration 78Q: 3 clusters Score -2893520 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 14603 members 
Entering Unmasked Estep 
Score: -2893518.750000 Penalty: 4972.793945
	Iteration 79Q: 3 clusters Score -2893519 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 14605 members 
Entering Unmasked Estep 
Score: -2893522.500000 Penalty: 4972.793945
	Iteration 80F: 3 clusters Score -2893522 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 14608 members 
Entering Unmasked Estep 
Score: -2893517.000000 Penalty: 4972.793945
	Iteration 81Q: 3 clusters Score -2893517 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 14610 members 
Entering Unmasked Estep 
Score: -2893517.250000 Penalty: 4972.793945
	Iteration 82Q: 3 clusters Score -2893517 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 14616 members 
Entering Unmasked Estep 
Score: -2893518.750000 Penalty: 4972.793945
	Iteration 83Q: 3 clusters Score -2893519 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 14620 members 
Entering Unmasked Estep 
Score: -2893517.500000 Penalty: 4972.793945
	Iteration 84Q: 3 clusters Score -2893518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 14621 members 
Entering Unmasked Estep 
Score: -2893522.500000 Penalty: 4972.793945
	Iteration 85Q: 3 clusters Score -2893522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 14622 members 
Entering Unmasked Estep 
Score: -2893521.250000 Penalty: 4972.793945
	Iteration 86Q: 3 clusters Score -2893521 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 14625 members 
Entering Unmasked Estep 
Score: -2893523.250000 Penalty: 4972.793945
	Iteration 87Q: 3 clusters Score -2893523 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 14630 members 
Entering Unmasked Estep 
Score: -2893526.500000 Penalty: 4972.793945
	Iteration 88Q: 3 clusters Score -2893526 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 14640 members 
Entering Unmasked Estep 
Score: -2893520.250000 Penalty: 4972.793945
	Iteration 89Q: 3 clusters Score -2893520 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 14648 members 
Entering Unmasked Estep 
Score: -2893517.500000 Penalty: 4972.793945
	Iteration 90Q: 3 clusters Score -2893518 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 14658 members 
Entering Unmasked Estep 
Score: -2893521.750000 Penalty: 4972.793945
	Iteration 91Q: 3 clusters Score -2893522 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 14665 members 
Entering Unmasked Estep 
Score: -2893525.000000 Penalty: 4972.793945
	Iteration 92Q: 3 clusters Score -2893525 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 14668 members 
Entering Unmasked Estep 
Score: -2893527.750000 Penalty: 4972.793945
	Iteration 93Q: 3 clusters Score -2893528 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 14672 members 
Entering Unmasked Estep 
Score: -2893527.750000 Penalty: 4972.793945
	Iteration 94Q: 3 clusters Score -2893528 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 14675 members 
Entering Unmasked Estep 
Score: -2893526.750000 Penalty: 4972.793945
	Iteration 95Q: 3 clusters Score -2893527 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 14677 members 
Entering Unmasked Estep 
Score: -2893530.000000 Penalty: 4972.793945
	Iteration 96Q: 3 clusters Score -2893530 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 14680 members 
Entering Unmasked Estep 
Score: -2893528.500000 Penalty: 4972.793945
	Iteration 97Q: 3 clusters Score -2893528 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 14688 members 
Entering Unmasked Estep 
Score: -2893530.750000 Penalty: 4972.793945
	Iteration 98Q: 3 clusters Score -2893531 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 14696 members 
Entering Unmasked Estep 
Score: -2893535.500000 Penalty: 4972.793945
	Iteration 99Q: 3 clusters Score -2893536 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 14705 members 
Entering Unmasked Estep 
Score: -2893534.000000 Penalty: 4972.793945
	Iteration 100F: 3 clusters Score -2893534 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 14717 members 
Entering Unmasked Estep 
Score: -2893532.250000 Penalty: 4972.793945
	Iteration 101Q: 3 clusters Score -2893532 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 14729 members 
Entering Unmasked Estep 
Score: -2893533.000000 Penalty: 4972.793945
	Iteration 102Q: 3 clusters Score -2893533 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 14740 members 
Entering Unmasked Estep 
Score: -2893534.500000 Penalty: 4972.793945
	Iteration 103Q: 3 clusters Score -2893534 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 14749 members 
Entering Unmasked Estep 
Score: -2893534.750000 Penalty: 4972.793945
	Iteration 104Q: 3 clusters Score -2893535 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 14756 members 
Entering Unmasked Estep 
Score: -2893543.250000 Penalty: 4972.793945
	Iteration 105Q: 3 clusters Score -2893543 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 14765 members 
Entering Unmasked Estep 
Score: -2893539.000000 Penalty: 4972.793945
	Iteration 106Q: 3 clusters Score -2893539 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 14771 members 
Entering Unmasked Estep 
Score: -2893535.750000 Penalty: 4972.793945
	Iteration 107Q: 3 clusters Score -2893536 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 14777 members 
Entering Unmasked Estep 
Score: -2893539.250000 Penalty: 4972.793945
	Iteration 108Q: 3 clusters Score -2893539 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 14782 members 
Entering Unmasked Estep 
Score: -2893539.000000 Penalty: 4972.793945
	Iteration 109Q: 3 clusters Score -2893539 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 14789 members 
Entering Unmasked Estep 
Score: -2893543.500000 Penalty: 4972.793945
	Iteration 110Q: 3 clusters Score -2893544 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 14795 members 
Entering Unmasked Estep 
Score: -2893544.750000 Penalty: 4972.793945
	Iteration 111Q: 3 clusters Score -2893545 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 14798 members 
Entering Unmasked Estep 
Score: -2893540.750000 Penalty: 4972.793945
	Iteration 112Q: 3 clusters Score -2893541 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 14799 members 
Entering Unmasked Estep 
Score: -2893545.250000 Penalty: 4972.793945
	Iteration 113Q: 3 clusters Score -2893545 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 14800 members 
Entering Unmasked Estep 
Score: -2893546.250000 Penalty: 4972.793945
	Iteration 114Q: 3 clusters Score -2893546 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 14800 members 
Entering Unmasked Estep 
Score: -2893546.250000 Penalty: 4972.793945
	Iteration 115F: 3 clusters Score -2893546 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (41845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41845 members 
Entering Unmasked Estep 
Score: -5024845.000000 Penalty: 2639.148438
	Iteration 0F: 2 clusters Score -5024845 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20856 members 
Mstep: Class 2 contains 20989 members 
Entering Unmasked Estep 
Score: -4996335.500000 Penalty: 5278.296875
	Iteration 0F: 3 clusters Score -4996336 nChanged 19235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20515 members 
Mstep: Class 2 contains 21330 members 
Entering Unmasked Estep 
Score: -5007364.000000 Penalty: 5278.296875
	Iteration 1F: 3 clusters Score -5007364 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20276 members 
Mstep: Class 2 contains 21569 members 
Entering Unmasked Estep 
Score: -5008215.500000 Penalty: 5278.296875
	Iteration 2F: 3 clusters Score -5008216 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19925 members 
Mstep: Class 2 contains 21920 members 
Entering Unmasked Estep 
Score: -5009207.500000 Penalty: 5278.296875
	Iteration 3F: 3 clusters Score -5009208 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19341 members 
Mstep: Class 2 contains 22504 members 
Entering Unmasked Estep 
Score: -5010227.500000 Penalty: 5278.296875
	Iteration 4F: 3 clusters Score -5010228 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18493 members 
Mstep: Class 2 contains 23352 members 
Entering Unmasked Estep 
Score: -5011511.000000 Penalty: 5278.296875
	Iteration 5F: 3 clusters Score -5011511 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17454 members 
Mstep: Class 2 contains 24391 members 
Entering Unmasked Estep 
Score: -5012985.000000 Penalty: 5278.296875
	Iteration 6F: 3 clusters Score -5012985 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16212 members 
Mstep: Class 2 contains 25633 members 
Entering Unmasked Estep 
Score: -5014414.500000 Penalty: 5278.296875
	Iteration 7F: 3 clusters Score -5014414 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14967 members 
Mstep: Class 2 contains 26878 members 
Entering Unmasked Estep 
Score: -5015726.000000 Penalty: 5278.296875
	Iteration 8F: 3 clusters Score -5015726 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13828 members 
Mstep: Class 2 contains 28017 members 
Entering Unmasked Estep 
Score: -5016846.000000 Penalty: 5278.296875
	Iteration 9Q: 3 clusters Score -5016846 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12833 members 
Mstep: Class 2 contains 29012 members 
Entering Unmasked Estep 
Score: -5017627.000000 Penalty: 5278.296875
	Iteration 10Q: 3 clusters Score -5017627 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11980 members 
Mstep: Class 2 contains 29865 members 
Entering Unmasked Estep 
Score: -5018203.500000 Penalty: 5278.296875
	Iteration 11Q: 3 clusters Score -5018204 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11217 members 
Mstep: Class 2 contains 30628 members 
Entering Unmasked Estep 
Score: -5018591.000000 Penalty: 5278.296875
	Iteration 12Q: 3 clusters Score -5018591 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10577 members 
Mstep: Class 2 contains 31268 members 
Entering Unmasked Estep 
Score: -5018844.000000 Penalty: 5278.296875
	Iteration 13Q: 3 clusters Score -5018844 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9972 members 
Mstep: Class 2 contains 31873 members 
Entering Unmasked Estep 
Score: -5019064.500000 Penalty: 5278.296875
	Iteration 14Q: 3 clusters Score -5019064 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 32482 members 
Entering Unmasked Estep 
Score: -5019247.500000 Penalty: 5278.296875
	Iteration 15Q: 3 clusters Score -5019248 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 33073 members 
Entering Unmasked Estep 
Score: -5019462.500000 Penalty: 5278.296875
	Iteration 16Q: 3 clusters Score -5019462 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 33689 members 
Entering Unmasked Estep 
Score: -5019707.500000 Penalty: 5278.296875
	Iteration 17Q: 3 clusters Score -5019708 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 34262 members 
Entering Unmasked Estep 
Score: -5019932.000000 Penalty: 5278.296875
	Iteration 18Q: 3 clusters Score -5019932 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 34861 members 
Entering Unmasked Estep 
Score: -5020173.000000 Penalty: 5278.296875
	Iteration 19Q: 3 clusters Score -5020173 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 35494 members 
Entering Unmasked Estep 
Score: -5020421.000000 Penalty: 5278.296875
	Iteration 20F: 3 clusters Score -5020421 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 36113 members 
Entering Unmasked Estep 
Score: -5020689.500000 Penalty: 5278.296875
	Iteration 21Q: 3 clusters Score -5020690 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 36708 members 
Entering Unmasked Estep 
Score: -5020964.500000 Penalty: 5278.296875
	Iteration 22Q: 3 clusters Score -5020964 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 37263 members 
Entering Unmasked Estep 
Score: -5021229.500000 Penalty: 5278.296875
	Iteration 23Q: 3 clusters Score -5021230 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 37794 members 
Entering Unmasked Estep 
Score: -5021491.000000 Penalty: 5278.296875
	Iteration 24Q: 3 clusters Score -5021491 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 38270 members 
Entering Unmasked Estep 
Score: -5021691.000000 Penalty: 5278.296875
	Iteration 25Q: 3 clusters Score -5021691 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 38667 members 
Entering Unmasked Estep 
Score: -5021864.000000 Penalty: 5278.296875
	Iteration 26Q: 3 clusters Score -5021864 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 39034 members 
Entering Unmasked Estep 
Score: -5022035.000000 Penalty: 5278.296875
	Iteration 27Q: 3 clusters Score -5022035 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 39339 members 
Entering Unmasked Estep 
Score: -5022157.500000 Penalty: 5278.296875
	Iteration 28Q: 3 clusters Score -5022158 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 39585 members 
Entering Unmasked Estep 
Score: -5022275.000000 Penalty: 5278.296875
	Iteration 29Q: 3 clusters Score -5022275 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 39763 members 
Entering Unmasked Estep 
Score: -5022336.000000 Penalty: 5278.296875
	Iteration 30Q: 3 clusters Score -5022336 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 39924 members 
Entering Unmasked Estep 
Score: -5022421.500000 Penalty: 5278.296875
	Iteration 31Q: 3 clusters Score -5022422 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 40041 members 
Entering Unmasked Estep 
Score: -5022470.000000 Penalty: 5278.296875
	Iteration 32Q: 3 clusters Score -5022470 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 40159 members 
Entering Unmasked Estep 
Score: -5022507.500000 Penalty: 5278.296875
	Iteration 33Q: 3 clusters Score -5022508 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 40257 members 
Entering Unmasked Estep 
Score: -5022549.000000 Penalty: 5278.296875
	Iteration 34Q: 3 clusters Score -5022549 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 40348 members 
Entering Unmasked Estep 
Score: -5022582.500000 Penalty: 5278.296875
	Iteration 35Q: 3 clusters Score -5022582 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 40424 members 
Entering Unmasked Estep 
Score: -5022626.000000 Penalty: 5278.296875
	Iteration 36Q: 3 clusters Score -5022626 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 40480 members 
Entering Unmasked Estep 
Score: -5022646.000000 Penalty: 5278.296875
	Iteration 37Q: 3 clusters Score -5022646 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 40525 members 
Entering Unmasked Estep 
Score: -5022662.500000 Penalty: 5278.296875
	Iteration 38Q: 3 clusters Score -5022662 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 40562 members 
Entering Unmasked Estep 
Score: -5022678.000000 Penalty: 5278.296875
	Iteration 39Q: 3 clusters Score -5022678 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 40594 members 
Entering Unmasked Estep 
Score: -5022696.500000 Penalty: 5278.296875
	Iteration 40F: 3 clusters Score -5022696 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 40615 members 
Entering Unmasked Estep 
Score: -5022691.500000 Penalty: 5278.296875
	Iteration 41Q: 3 clusters Score -5022692 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 40634 members 
Entering Unmasked Estep 
Score: -5022698.500000 Penalty: 5278.296875
	Iteration 42Q: 3 clusters Score -5022698 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 40647 members 
Entering Unmasked Estep 
Score: -5022706.000000 Penalty: 5278.296875
	Iteration 43Q: 3 clusters Score -5022706 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 40661 members 
Entering Unmasked Estep 
Score: -5022708.500000 Penalty: 5278.296875
	Iteration 44Q: 3 clusters Score -5022708 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 40671 members 
Entering Unmasked Estep 
Score: -5022713.000000 Penalty: 5278.296875
	Iteration 45Q: 3 clusters Score -5022713 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 40680 members 
Entering Unmasked Estep 
Score: -5022713.500000 Penalty: 5278.296875
	Iteration 46Q: 3 clusters Score -5022714 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 40689 members 
Entering Unmasked Estep 
Score: -5022715.000000 Penalty: 5278.296875
	Iteration 47Q: 3 clusters Score -5022715 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 40697 members 
Entering Unmasked Estep 
Score: -5022722.000000 Penalty: 5278.296875
	Iteration 48Q: 3 clusters Score -5022722 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 40706 members 
Entering Unmasked Estep 
Score: -5022723.000000 Penalty: 5278.296875
	Iteration 49Q: 3 clusters Score -5022723 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 40712 members 
Entering Unmasked Estep 
Score: -5022722.000000 Penalty: 5278.296875
	Iteration 50Q: 3 clusters Score -5022722 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 40716 members 
Entering Unmasked Estep 
Score: -5022731.500000 Penalty: 5278.296875
	Iteration 51Q: 3 clusters Score -5022732 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 40719 members 
Entering Unmasked Estep 
Score: -5022734.000000 Penalty: 5278.296875
	Iteration 52Q: 3 clusters Score -5022734 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 40723 members 
Entering Unmasked Estep 
Score: -5022737.000000 Penalty: 5278.296875
	Iteration 53Q: 3 clusters Score -5022737 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 40730 members 
Entering Unmasked Estep 
Score: -5022747.000000 Penalty: 5278.296875
	Iteration 54Q: 3 clusters Score -5022747 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 40736 members 
Entering Unmasked Estep 
Score: -5022748.500000 Penalty: 5278.296875
	Iteration 55Q: 3 clusters Score -5022748 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 40743 members 
Entering Unmasked Estep 
Score: -5022752.000000 Penalty: 5278.296875
	Iteration 56Q: 3 clusters Score -5022752 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 40749 members 
Entering Unmasked Estep 
Score: -5022744.500000 Penalty: 5278.296875
	Iteration 57Q: 3 clusters Score -5022744 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 40755 members 
Entering Unmasked Estep 
Score: -5022755.000000 Penalty: 5278.296875
	Iteration 58Q: 3 clusters Score -5022755 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 40758 members 
Entering Unmasked Estep 
Score: -5022756.500000 Penalty: 5278.296875
	Iteration 59Q: 3 clusters Score -5022756 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 40763 members 
Entering Unmasked Estep 
Score: -5022757.000000 Penalty: 5278.296875
	Iteration 60F: 3 clusters Score -5022757 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 40771 members 
Entering Unmasked Estep 
Score: -5022756.000000 Penalty: 5278.296875
	Iteration 61Q: 3 clusters Score -5022756 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 40777 members 
Entering Unmasked Estep 
Score: -5022761.500000 Penalty: 5278.296875
	Iteration 62Q: 3 clusters Score -5022762 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 40780 members 
Entering Unmasked Estep 
Score: -5022767.500000 Penalty: 5278.296875
	Iteration 63Q: 3 clusters Score -5022768 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 40783 members 
Entering Unmasked Estep 
Score: -5022764.000000 Penalty: 5278.296875
	Iteration 64Q: 3 clusters Score -5022764 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 40783 members 
Entering Unmasked Estep 
Score: -5022764.000000 Penalty: 5278.296875
	Iteration 65F: 3 clusters Score -5022764 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4483 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Entering Unmasked Estep 
Score: -548143.000000 Penalty: 2085.195801
	Iteration 0F: 2 clusters Score -548143 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -543980.000000 Penalty: 4170.391602
	Iteration 0F: 3 clusters Score -543980 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -544947.562500 Penalty: 4170.391602
	Iteration 1F: 3 clusters Score -544947.6 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -545153.625000 Penalty: 4170.391602
	Iteration 2F: 3 clusters Score -545153.6 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -545373.000000 Penalty: 4170.391602
	Iteration 3F: 3 clusters Score -545373 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -545638.437500 Penalty: 4170.391602
	Iteration 4F: 3 clusters Score -545638.4 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -545950.500000 Penalty: 4170.391602
	Iteration 5F: 3 clusters Score -545950.5 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -546235.312500 Penalty: 4170.391602
	Iteration 6F: 3 clusters Score -546235.3 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -546476.625000 Penalty: 4170.391602
	Iteration 7F: 3 clusters Score -546476.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -546645.187500 Penalty: 4170.391602
	Iteration 8Q: 3 clusters Score -546645.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -546753.875000 Penalty: 4170.391602
	Iteration 9Q: 3 clusters Score -546753.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -546835.750000 Penalty: 4170.391602
	Iteration 10Q: 3 clusters Score -546835.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -546887.812500 Penalty: 4170.391602
	Iteration 11Q: 3 clusters Score -546887.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -546920.250000 Penalty: 4170.391602
	Iteration 12Q: 3 clusters Score -546920.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -546937.125000 Penalty: 4170.391602
	Iteration 13Q: 3 clusters Score -546937.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -546946.000000 Penalty: 4170.391602
	Iteration 14Q: 3 clusters Score -546946 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -546954.500000 Penalty: 4170.391602
	Iteration 15Q: 3 clusters Score -546954.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -546961.375000 Penalty: 4170.391602
	Iteration 16Q: 3 clusters Score -546961.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -546966.125000 Penalty: 4170.391602
	Iteration 17Q: 3 clusters Score -546966.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -546972.625000 Penalty: 4170.391602
	Iteration 18Q: 3 clusters Score -546972.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -546975.437500 Penalty: 4170.391602
	Iteration 19Q: 3 clusters Score -546975.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -546981.500000 Penalty: 4170.391602
	Iteration 20F: 3 clusters Score -546981.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -546988.750000 Penalty: 4170.391602
	Iteration 21Q: 3 clusters Score -546988.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -547000.812500 Penalty: 4170.391602
	Iteration 22Q: 3 clusters Score -547000.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -547013.812500 Penalty: 4170.391602
	Iteration 23Q: 3 clusters Score -547013.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -547021.187500 Penalty: 4170.391602
	Iteration 24Q: 3 clusters Score -547021.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -547026.125000 Penalty: 4170.391602
	Iteration 25Q: 3 clusters Score -547026.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -547030.125000 Penalty: 4170.391602
	Iteration 26Q: 3 clusters Score -547030.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -547031.125000 Penalty: 4170.391602
	Iteration 27Q: 3 clusters Score -547031.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -547034.187500 Penalty: 4170.391602
	Iteration 28Q: 3 clusters Score -547034.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -547037.125000 Penalty: 4170.391602
	Iteration 29Q: 3 clusters Score -547037.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -547040.375000 Penalty: 4170.391602
	Iteration 30Q: 3 clusters Score -547040.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -547042.312500 Penalty: 4170.391602
	Iteration 31Q: 3 clusters Score -547042.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -547043.687500 Penalty: 4170.391602
	Iteration 32Q: 3 clusters Score -547043.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -547043.687500 Penalty: 4170.391602
	Iteration 33Q: 3 clusters Score -547043.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -547045.062500 Penalty: 4170.391602
	Iteration 34Q: 3 clusters Score -547045.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -547045.375000 Penalty: 4170.391602
	Iteration 35Q: 3 clusters Score -547045.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -547045.375000 Penalty: 4170.391602
	Iteration 36F: 3 clusters Score -547045.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Entering Unmasked Estep 
Score: -340554.187500 Penalty: 1927.329224
	Iteration 0F: 2 clusters Score -340554.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -337836.343750 Penalty: 3854.658447
	Iteration 0F: 3 clusters Score -337836.3 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -339369.156250 Penalty: 3854.658447
	Iteration 1F: 3 clusters Score -339369.2 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -340163.500000 Penalty: 3854.658447
	Iteration 2F: 3 clusters Score -340163.5 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -340576.468750 Penalty: 3854.658447
	Iteration 3F: 3 clusters Score -340576.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -340768.781250 Penalty: 3854.658447
	Iteration 4Q: 3 clusters Score -340768.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -340870.781250 Penalty: 3854.658447
	Iteration 5Q: 3 clusters Score -340870.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -340933.156250 Penalty: 3854.658447
	Iteration 6Q: 3 clusters Score -340933.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -340981.937500 Penalty: 3854.658447
	Iteration 7Q: 3 clusters Score -340981.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -341032.531250 Penalty: 3854.658447
	Iteration 8Q: 3 clusters Score -341032.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -341046.593750 Penalty: 3854.658447
	Iteration 9Q: 3 clusters Score -341046.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -341050.656250 Penalty: 3854.658447
	Iteration 10Q: 3 clusters Score -341050.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -341055.468750 Penalty: 3854.658447
	Iteration 11Q: 3 clusters Score -341055.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -341059.687500 Penalty: 3854.658447
	Iteration 12Q: 3 clusters Score -341059.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -341062.468750 Penalty: 3854.658447
	Iteration 13Q: 3 clusters Score -341062.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -341063.937500 Penalty: 3854.658447
	Iteration 14Q: 3 clusters Score -341063.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -341064.718750 Penalty: 3854.658447
	Iteration 15Q: 3 clusters Score -341064.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -341065.500000 Penalty: 3854.658447
	Iteration 16Q: 3 clusters Score -341065.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -341066.500000 Penalty: 3854.658447
	Iteration 17Q: 3 clusters Score -341066.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -341067.593750 Penalty: 3854.658447
	Iteration 18Q: 3 clusters Score -341067.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -341067.593750 Penalty: 3854.658447
	Iteration 19F: 3 clusters Score -341067.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 2524 members 
Mstep: Class 3 contains 4147 members 
Mstep: Class 4 contains 11941 members 
Mstep: Class 5 contains 3029 members 
Mstep: Class 6 contains 2537 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7681 members 
Mstep: Class 9 contains 173638 members 
Mstep: Class 10 contains 8502 members 
Mstep: Class 11 contains 4224 members 
Mstep: Class 12 contains 23438 members 
Mstep: Class 13 contains 4010 members 
Mstep: Class 14 contains 6649 members 
Mstep: Class 15 contains 184706 members 
Mstep: Class 16 contains 218572 members 
Mstep: Class 17 contains 15387 members 
Mstep: Class 18 contains 28495 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4185 members 
Mstep: Class 21 contains 22602 members 
Mstep: Class 22 contains 41845 members 
Mstep: Class 23 contains 4483 members 
Mstep: Class 24 contains 946 members 
Mstep: Class 25 contains 39312 members 
Mstep: Class 26 contains 37513 members 
Mstep: Class 27 contains 6784 members 
Mstep: Class 28 contains 26010 members 
Mstep: Class 29 contains 7810 members 
Mstep: Class 30 contains 23937 members 
Mstep: Class 31 contains 5618 members 
Mstep: Class 32 contains 17767 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11661 members 
Mstep: Class 35 contains 62278 members 
Mstep: Class 36 contains 26407 members 
Mstep: Class 37 contains 7330 members 
Mstep: Class 38 contains 254 members 
Mstep: Class 39 contains 3583 members 
Mstep: Class 40 contains 2934 members 
Mstep: Class 41 contains 19404 members 
Mstep: Class 42 contains 11094 members 
Mstep: Class 43 contains 481 members 
Mstep: Class 44 contains 2847 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10450 members 
Mstep: Class 47 contains 278 members 
Mstep: Class 48 contains 27567 members 
Mstep: Class 49 contains 7649 members 
Mstep: Class 50 contains 313 members 
Mstep: Class 51 contains 28335 members 
Mstep: Class 52 contains 248 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 366 members 
Mstep: Class 56 contains 1127 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 911 members 
Mstep: Class 60 contains 337 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 334 members 
Mstep: Class 63 contains 1106 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 666 members 
Mstep: Class 67 contains 1418 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 306 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 436 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1695 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2137 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 193 members 
Mstep: Class 79 contains 1426 members 
Entering Unmasked Estep 
Score: -147535776.000000 Penalty: 274052.718750
Splitting cluster 24 changes total score from -147536512.000000 to -147535776.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (39312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39312 members 
Entering Unmasked Estep 
Score: -4948213.000000 Penalty: 2623.662598
	Iteration 0F: 2 clusters Score -4948213 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19812 members 
Mstep: Class 2 contains 19500 members 
Entering Unmasked Estep 
Score: -4921665.500000 Penalty: 5247.325195
	Iteration 0F: 3 clusters Score -4921666 nChanged 17897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20933 members 
Mstep: Class 2 contains 18379 members 
Entering Unmasked Estep 
Score: -4931606.500000 Penalty: 5247.325195
	Iteration 1F: 3 clusters Score -4931606 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21781 members 
Mstep: Class 2 contains 17531 members 
Entering Unmasked Estep 
Score: -4932337.000000 Penalty: 5247.325195
	Iteration 2F: 3 clusters Score -4932337 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22982 members 
Mstep: Class 2 contains 16330 members 
Entering Unmasked Estep 
Score: -4933201.500000 Penalty: 5247.325195
	Iteration 3F: 3 clusters Score -4933202 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24617 members 
Mstep: Class 2 contains 14695 members 
Entering Unmasked Estep 
Score: -4934257.000000 Penalty: 5247.325195
	Iteration 4F: 3 clusters Score -4934257 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26631 members 
Mstep: Class 2 contains 12681 members 
Entering Unmasked Estep 
Score: -4935718.500000 Penalty: 5247.325195
	Iteration 5F: 3 clusters Score -4935718 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29033 members 
Mstep: Class 2 contains 10279 members 
Entering Unmasked Estep 
Score: -4937595.000000 Penalty: 5247.325195
	Iteration 6F: 3 clusters Score -4937595 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31574 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -4939795.500000 Penalty: 5247.325195
	Iteration 7F: 3 clusters Score -4939796 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33795 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -4941815.000000 Penalty: 5247.325195
	Iteration 8F: 3 clusters Score -4941815 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35522 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -4943423.500000 Penalty: 5247.325195
	Iteration 9Q: 3 clusters Score -4943424 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36656 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -4944404.500000 Penalty: 5247.325195
	Iteration 10Q: 3 clusters Score -4944404 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37379 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -4944942.500000 Penalty: 5247.325195
	Iteration 11Q: 3 clusters Score -4944942 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37834 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -4945288.000000 Penalty: 5247.325195
	Iteration 12Q: 3 clusters Score -4945288 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38095 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -4945506.500000 Penalty: 5247.325195
	Iteration 13Q: 3 clusters Score -4945506 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38277 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -4945638.500000 Penalty: 5247.325195
	Iteration 14Q: 3 clusters Score -4945638 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38399 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -4945740.500000 Penalty: 5247.325195
	Iteration 15Q: 3 clusters Score -4945740 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38490 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -4945829.000000 Penalty: 5247.325195
	Iteration 16Q: 3 clusters Score -4945829 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38537 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -4945869.500000 Penalty: 5247.325195
	Iteration 17Q: 3 clusters Score -4945870 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38571 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -4945913.500000 Penalty: 5247.325195
	Iteration 18Q: 3 clusters Score -4945914 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38601 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -4945941.500000 Penalty: 5247.325195
	Iteration 19Q: 3 clusters Score -4945942 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38623 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -4945958.000000 Penalty: 5247.325195
	Iteration 20F: 3 clusters Score -4945958 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38645 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -4945970.500000 Penalty: 5247.325195
	Iteration 21Q: 3 clusters Score -4945970 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38662 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -4945987.000000 Penalty: 5247.325195
	Iteration 22Q: 3 clusters Score -4945987 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38679 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -4946002.000000 Penalty: 5247.325195
	Iteration 23Q: 3 clusters Score -4946002 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38699 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -4946006.500000 Penalty: 5247.325195
	Iteration 24Q: 3 clusters Score -4946006 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38720 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -4946014.500000 Penalty: 5247.325195
	Iteration 25Q: 3 clusters Score -4946014 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38731 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -4946027.500000 Penalty: 5247.325195
	Iteration 26Q: 3 clusters Score -4946028 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38750 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -4946041.500000 Penalty: 5247.325195
	Iteration 27Q: 3 clusters Score -4946042 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38760 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -4946060.000000 Penalty: 5247.325195
	Iteration 28Q: 3 clusters Score -4946060 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38770 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -4946080.500000 Penalty: 5247.325195
	Iteration 29Q: 3 clusters Score -4946080 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38776 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -4946096.500000 Penalty: 5247.325195
	Iteration 30Q: 3 clusters Score -4946096 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38783 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -4946107.500000 Penalty: 5247.325195
	Iteration 31Q: 3 clusters Score -4946108 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38787 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -4946108.500000 Penalty: 5247.325195
	Iteration 32Q: 3 clusters Score -4946108 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38788 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -4946118.000000 Penalty: 5247.325195
	Iteration 33Q: 3 clusters Score -4946118 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38793 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -4946117.500000 Penalty: 5247.325195
	Iteration 34Q: 3 clusters Score -4946118 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38796 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -4946122.500000 Penalty: 5247.325195
	Iteration 35Q: 3 clusters Score -4946122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38798 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -4946120.000000 Penalty: 5247.325195
	Iteration 36Q: 3 clusters Score -4946120 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38798 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -4946120.000000 Penalty: 5247.325195
	Iteration 37F: 3 clusters Score -4946120 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (37513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37513 members 
Entering Unmasked Estep 
Score: -4778410.000000 Penalty: 2612.045898
	Iteration 0F: 2 clusters Score -4778410 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18696 members 
Mstep: Class 2 contains 18817 members 
Entering Unmasked Estep 
Score: -4752996.500000 Penalty: 5224.091797
	Iteration 0F: 3 clusters Score -4752996 nChanged 16894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18542 members 
Mstep: Class 2 contains 18971 members 
Entering Unmasked Estep 
Score: -4762562.000000 Penalty: 5224.091797
	Iteration 1F: 3 clusters Score -4762562 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18233 members 
Mstep: Class 2 contains 19280 members 
Entering Unmasked Estep 
Score: -4763165.500000 Penalty: 5224.091797
	Iteration 2Q: 3 clusters Score -4763166 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17826 members 
Mstep: Class 2 contains 19687 members 
Entering Unmasked Estep 
Score: -4763767.000000 Penalty: 5224.091797
	Iteration 3Q: 3 clusters Score -4763767 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17394 members 
Mstep: Class 2 contains 20119 members 
Entering Unmasked Estep 
Score: -4764388.500000 Penalty: 5224.091797
	Iteration 4Q: 3 clusters Score -4764388 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16867 members 
Mstep: Class 2 contains 20646 members 
Entering Unmasked Estep 
Score: -4765109.000000 Penalty: 5224.091797
	Iteration 5Q: 3 clusters Score -4765109 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16295 members 
Mstep: Class 2 contains 21218 members 
Entering Unmasked Estep 
Score: -4766088.500000 Penalty: 5224.091797
	Iteration 6Q: 3 clusters Score -4766088 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15708 members 
Mstep: Class 2 contains 21805 members 
Entering Unmasked Estep 
Score: -4767245.000000 Penalty: 5224.091797
	Iteration 7Q: 3 clusters Score -4767245 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15147 members 
Mstep: Class 2 contains 22366 members 
Entering Unmasked Estep 
Score: -4768491.000000 Penalty: 5224.091797
	Iteration 8F: 3 clusters Score -4768491 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14728 members 
Mstep: Class 2 contains 22785 members 
Entering Unmasked Estep 
Score: -4769803.000000 Penalty: 5224.091797
	Iteration 9F: 3 clusters Score -4769803 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14402 members 
Mstep: Class 2 contains 23111 members 
Entering Unmasked Estep 
Score: -4771060.000000 Penalty: 5224.091797
	Iteration 10F: 3 clusters Score -4771060 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14253 members 
Mstep: Class 2 contains 23260 members 
Entering Unmasked Estep 
Score: -4772127.500000 Penalty: 5224.091797
	Iteration 11Q: 3 clusters Score -4772128 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14151 members 
Mstep: Class 2 contains 23362 members 
Entering Unmasked Estep 
Score: -4772851.500000 Penalty: 5224.091797
	Iteration 12Q: 3 clusters Score -4772852 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14108 members 
Mstep: Class 2 contains 23405 members 
Entering Unmasked Estep 
Score: -4773380.000000 Penalty: 5224.091797
	Iteration 13Q: 3 clusters Score -4773380 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14078 members 
Mstep: Class 2 contains 23435 members 
Entering Unmasked Estep 
Score: -4773742.000000 Penalty: 5224.091797
	Iteration 14Q: 3 clusters Score -4773742 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13983 members 
Mstep: Class 2 contains 23530 members 
Entering Unmasked Estep 
Score: -4773960.500000 Penalty: 5224.091797
	Iteration 15Q: 3 clusters Score -4773960 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13881 members 
Mstep: Class 2 contains 23632 members 
Entering Unmasked Estep 
Score: -4774086.500000 Penalty: 5224.091797
	Iteration 16Q: 3 clusters Score -4774086 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13752 members 
Mstep: Class 2 contains 23761 members 
Entering Unmasked Estep 
Score: -4774197.500000 Penalty: 5224.091797
	Iteration 17Q: 3 clusters Score -4774198 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13620 members 
Mstep: Class 2 contains 23893 members 
Entering Unmasked Estep 
Score: -4774241.500000 Penalty: 5224.091797
	Iteration 18Q: 3 clusters Score -4774242 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13511 members 
Mstep: Class 2 contains 24002 members 
Entering Unmasked Estep 
Score: -4774300.000000 Penalty: 5224.091797
	Iteration 19Q: 3 clusters Score -4774300 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13410 members 
Mstep: Class 2 contains 24103 members 
Entering Unmasked Estep 
Score: -4774344.000000 Penalty: 5224.091797
	Iteration 20F: 3 clusters Score -4774344 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13334 members 
Mstep: Class 2 contains 24179 members 
Entering Unmasked Estep 
Score: -4774364.500000 Penalty: 5224.091797
	Iteration 21Q: 3 clusters Score -4774364 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13260 members 
Mstep: Class 2 contains 24253 members 
Entering Unmasked Estep 
Score: -4774376.000000 Penalty: 5224.091797
	Iteration 22Q: 3 clusters Score -4774376 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13189 members 
Mstep: Class 2 contains 24324 members 
Entering Unmasked Estep 
Score: -4774408.000000 Penalty: 5224.091797
	Iteration 23Q: 3 clusters Score -4774408 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13125 members 
Mstep: Class 2 contains 24388 members 
Entering Unmasked Estep 
Score: -4774420.000000 Penalty: 5224.091797
	Iteration 24Q: 3 clusters Score -4774420 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13045 members 
Mstep: Class 2 contains 24468 members 
Entering Unmasked Estep 
Score: -4774438.500000 Penalty: 5224.091797
	Iteration 25Q: 3 clusters Score -4774438 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12970 members 
Mstep: Class 2 contains 24543 members 
Entering Unmasked Estep 
Score: -4774450.000000 Penalty: 5224.091797
	Iteration 26Q: 3 clusters Score -4774450 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12903 members 
Mstep: Class 2 contains 24610 members 
Entering Unmasked Estep 
Score: -4774454.000000 Penalty: 5224.091797
	Iteration 27Q: 3 clusters Score -4774454 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12856 members 
Mstep: Class 2 contains 24657 members 
Entering Unmasked Estep 
Score: -4774450.000000 Penalty: 5224.091797
	Iteration 28Q: 3 clusters Score -4774450 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12812 members 
Mstep: Class 2 contains 24701 members 
Entering Unmasked Estep 
Score: -4774455.000000 Penalty: 5224.091797
	Iteration 29Q: 3 clusters Score -4774455 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12768 members 
Mstep: Class 2 contains 24745 members 
Entering Unmasked Estep 
Score: -4774461.000000 Penalty: 5224.091797
	Iteration 30Q: 3 clusters Score -4774461 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12729 members 
Mstep: Class 2 contains 24784 members 
Entering Unmasked Estep 
Score: -4774454.500000 Penalty: 5224.091797
	Iteration 31Q: 3 clusters Score -4774454 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12700 members 
Mstep: Class 2 contains 24813 members 
Entering Unmasked Estep 
Score: -4774459.000000 Penalty: 5224.091797
	Iteration 32Q: 3 clusters Score -4774459 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12684 members 
Mstep: Class 2 contains 24829 members 
Entering Unmasked Estep 
Score: -4774463.500000 Penalty: 5224.091797
	Iteration 33Q: 3 clusters Score -4774464 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12660 members 
Mstep: Class 2 contains 24853 members 
Entering Unmasked Estep 
Score: -4774469.000000 Penalty: 5224.091797
	Iteration 34Q: 3 clusters Score -4774469 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12635 members 
Mstep: Class 2 contains 24878 members 
Entering Unmasked Estep 
Score: -4774485.000000 Penalty: 5224.091797
	Iteration 35Q: 3 clusters Score -4774485 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12611 members 
Mstep: Class 2 contains 24902 members 
Entering Unmasked Estep 
Score: -4774482.000000 Penalty: 5224.091797
	Iteration 36Q: 3 clusters Score -4774482 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12587 members 
Mstep: Class 2 contains 24926 members 
Entering Unmasked Estep 
Score: -4774478.000000 Penalty: 5224.091797
	Iteration 37Q: 3 clusters Score -4774478 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12566 members 
Mstep: Class 2 contains 24947 members 
Entering Unmasked Estep 
Score: -4774479.000000 Penalty: 5224.091797
	Iteration 38Q: 3 clusters Score -4774479 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12541 members 
Mstep: Class 2 contains 24972 members 
Entering Unmasked Estep 
Score: -4774491.500000 Penalty: 5224.091797
	Iteration 39Q: 3 clusters Score -4774492 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12520 members 
Mstep: Class 2 contains 24993 members 
Entering Unmasked Estep 
Score: -4774478.500000 Penalty: 5224.091797
	Iteration 40F: 3 clusters Score -4774478 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12492 members 
Mstep: Class 2 contains 25021 members 
Entering Unmasked Estep 
Score: -4774486.500000 Penalty: 5224.091797
	Iteration 41Q: 3 clusters Score -4774486 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12461 members 
Mstep: Class 2 contains 25052 members 
Entering Unmasked Estep 
Score: -4774488.000000 Penalty: 5224.091797
	Iteration 42Q: 3 clusters Score -4774488 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12435 members 
Mstep: Class 2 contains 25078 members 
Entering Unmasked Estep 
Score: -4774486.500000 Penalty: 5224.091797
	Iteration 43Q: 3 clusters Score -4774486 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12418 members 
Mstep: Class 2 contains 25095 members 
Entering Unmasked Estep 
Score: -4774492.500000 Penalty: 5224.091797
	Iteration 44Q: 3 clusters Score -4774492 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12399 members 
Mstep: Class 2 contains 25114 members 
Entering Unmasked Estep 
Score: -4774487.000000 Penalty: 5224.091797
	Iteration 45Q: 3 clusters Score -4774487 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12383 members 
Mstep: Class 2 contains 25130 members 
Entering Unmasked Estep 
Score: -4774485.000000 Penalty: 5224.091797
	Iteration 46Q: 3 clusters Score -4774485 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12366 members 
Mstep: Class 2 contains 25147 members 
Entering Unmasked Estep 
Score: -4774484.000000 Penalty: 5224.091797
	Iteration 47Q: 3 clusters Score -4774484 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12349 members 
Mstep: Class 2 contains 25164 members 
Entering Unmasked Estep 
Score: -4774495.500000 Penalty: 5224.091797
	Iteration 48Q: 3 clusters Score -4774496 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12337 members 
Mstep: Class 2 contains 25176 members 
Entering Unmasked Estep 
Score: -4774485.500000 Penalty: 5224.091797
	Iteration 49Q: 3 clusters Score -4774486 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12330 members 
Mstep: Class 2 contains 25183 members 
Entering Unmasked Estep 
Score: -4774486.500000 Penalty: 5224.091797
	Iteration 50Q: 3 clusters Score -4774486 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12324 members 
Mstep: Class 2 contains 25189 members 
Entering Unmasked Estep 
Score: -4774483.000000 Penalty: 5224.091797
	Iteration 51Q: 3 clusters Score -4774483 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12313 members 
Mstep: Class 2 contains 25200 members 
Entering Unmasked Estep 
Score: -4774483.500000 Penalty: 5224.091797
	Iteration 52Q: 3 clusters Score -4774484 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12305 members 
Mstep: Class 2 contains 25208 members 
Entering Unmasked Estep 
Score: -4774482.000000 Penalty: 5224.091797
	Iteration 53Q: 3 clusters Score -4774482 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 25218 members 
Entering Unmasked Estep 
Score: -4774491.000000 Penalty: 5224.091797
	Iteration 54Q: 3 clusters Score -4774491 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12283 members 
Mstep: Class 2 contains 25230 members 
Entering Unmasked Estep 
Score: -4774484.500000 Penalty: 5224.091797
	Iteration 55Q: 3 clusters Score -4774484 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12274 members 
Mstep: Class 2 contains 25239 members 
Entering Unmasked Estep 
Score: -4774494.500000 Penalty: 5224.091797
	Iteration 56Q: 3 clusters Score -4774494 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12267 members 
Mstep: Class 2 contains 25246 members 
Entering Unmasked Estep 
Score: -4774479.000000 Penalty: 5224.091797
	Iteration 57Q: 3 clusters Score -4774479 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 25257 members 
Entering Unmasked Estep 
Score: -4774483.000000 Penalty: 5224.091797
	Iteration 58Q: 3 clusters Score -4774483 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12249 members 
Mstep: Class 2 contains 25264 members 
Entering Unmasked Estep 
Score: -4774477.500000 Penalty: 5224.091797
	Iteration 59Q: 3 clusters Score -4774478 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12247 members 
Mstep: Class 2 contains 25266 members 
Entering Unmasked Estep 
Score: -4774482.000000 Penalty: 5224.091797
	Iteration 60F: 3 clusters Score -4774482 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12245 members 
Mstep: Class 2 contains 25268 members 
Entering Unmasked Estep 
Score: -4774480.500000 Penalty: 5224.091797
	Iteration 61Q: 3 clusters Score -4774480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12245 members 
Mstep: Class 2 contains 25268 members 
Entering Unmasked Estep 
Score: -4774483.000000 Penalty: 5224.091797
	Iteration 62Q: 3 clusters Score -4774483 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12243 members 
Mstep: Class 2 contains 25270 members 
Entering Unmasked Estep 
Score: -4774487.000000 Penalty: 5224.091797
	Iteration 63Q: 3 clusters Score -4774487 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12241 members 
Mstep: Class 2 contains 25272 members 
Entering Unmasked Estep 
Score: -4774484.000000 Penalty: 5224.091797
	Iteration 64Q: 3 clusters Score -4774484 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12237 members 
Mstep: Class 2 contains 25276 members 
Entering Unmasked Estep 
Score: -4774485.500000 Penalty: 5224.091797
	Iteration 65Q: 3 clusters Score -4774486 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12233 members 
Mstep: Class 2 contains 25280 members 
Entering Unmasked Estep 
Score: -4774488.000000 Penalty: 5224.091797
	Iteration 66Q: 3 clusters Score -4774488 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12232 members 
Mstep: Class 2 contains 25281 members 
Entering Unmasked Estep 
Score: -4774487.500000 Penalty: 5224.091797
	Iteration 67Q: 3 clusters Score -4774488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12229 members 
Mstep: Class 2 contains 25284 members 
Entering Unmasked Estep 
Score: -4774491.500000 Penalty: 5224.091797
	Iteration 68Q: 3 clusters Score -4774492 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12223 members 
Mstep: Class 2 contains 25290 members 
Entering Unmasked Estep 
Score: -4774494.500000 Penalty: 5224.091797
	Iteration 69Q: 3 clusters Score -4774494 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12219 members 
Mstep: Class 2 contains 25294 members 
Entering Unmasked Estep 
Score: -4774488.000000 Penalty: 5224.091797
	Iteration 70Q: 3 clusters Score -4774488 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12218 members 
Mstep: Class 2 contains 25295 members 
Entering Unmasked Estep 
Score: -4774489.500000 Penalty: 5224.091797
	Iteration 71Q: 3 clusters Score -4774490 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12217 members 
Mstep: Class 2 contains 25296 members 
Entering Unmasked Estep 
Score: -4774489.000000 Penalty: 5224.091797
	Iteration 72Q: 3 clusters Score -4774489 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12217 members 
Mstep: Class 2 contains 25296 members 
Entering Unmasked Estep 
Score: -4774489.000000 Penalty: 5224.091797
	Iteration 73F: 3 clusters Score -4774489 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (6784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Entering Unmasked Estep 
Score: -777758.687500 Penalty: 2187.935791
	Iteration 0F: 2 clusters Score -777758.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -772178.187500 Penalty: 4375.871582
	Iteration 0F: 3 clusters Score -772178.2 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -773773.000000 Penalty: 4375.871582
	Iteration 1F: 3 clusters Score -773773 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -774144.812500 Penalty: 4375.871582
	Iteration 2F: 3 clusters Score -774144.8 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -774427.312500 Penalty: 4375.871582
	Iteration 3F: 3 clusters Score -774427.3 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -774698.187500 Penalty: 4375.871582
	Iteration 4F: 3 clusters Score -774698.2 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -774967.875000 Penalty: 4375.871582
	Iteration 5F: 3 clusters Score -774967.9 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -775212.437500 Penalty: 4375.871582
	Iteration 6Q: 3 clusters Score -775212.4 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -775430.437500 Penalty: 4375.871582
	Iteration 7Q: 3 clusters Score -775430.4 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -775629.937500 Penalty: 4375.871582
	Iteration 8Q: 3 clusters Score -775629.9 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -775796.562500 Penalty: 4375.871582
	Iteration 9Q: 3 clusters Score -775796.6 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -775943.062500 Penalty: 4375.871582
	Iteration 10Q: 3 clusters Score -775943.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -776061.687500 Penalty: 4375.871582
	Iteration 11Q: 3 clusters Score -776061.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -776163.687500 Penalty: 4375.871582
	Iteration 12Q: 3 clusters Score -776163.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -776239.625000 Penalty: 4375.871582
	Iteration 13Q: 3 clusters Score -776239.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -776310.812500 Penalty: 4375.871582
	Iteration 14Q: 3 clusters Score -776310.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -776371.437500 Penalty: 4375.871582
	Iteration 15Q: 3 clusters Score -776371.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -776418.875000 Penalty: 4375.871582
	Iteration 16Q: 3 clusters Score -776418.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -776466.250000 Penalty: 4375.871582
	Iteration 17Q: 3 clusters Score -776466.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -776496.562500 Penalty: 4375.871582
	Iteration 18Q: 3 clusters Score -776496.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -776532.375000 Penalty: 4375.871582
	Iteration 19Q: 3 clusters Score -776532.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -776559.125000 Penalty: 4375.871582
	Iteration 20F: 3 clusters Score -776559.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -776574.812500 Penalty: 4375.871582
	Iteration 21Q: 3 clusters Score -776574.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -776587.875000 Penalty: 4375.871582
	Iteration 22Q: 3 clusters Score -776587.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -776600.562500 Penalty: 4375.871582
	Iteration 23Q: 3 clusters Score -776600.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -776610.312500 Penalty: 4375.871582
	Iteration 24Q: 3 clusters Score -776610.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -776624.625000 Penalty: 4375.871582
	Iteration 25Q: 3 clusters Score -776624.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -776637.875000 Penalty: 4375.871582
	Iteration 26Q: 3 clusters Score -776637.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -776651.750000 Penalty: 4375.871582
	Iteration 27Q: 3 clusters Score -776651.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -776660.687500 Penalty: 4375.871582
	Iteration 28Q: 3 clusters Score -776660.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -776667.687500 Penalty: 4375.871582
	Iteration 29Q: 3 clusters Score -776667.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -776678.187500 Penalty: 4375.871582
	Iteration 30Q: 3 clusters Score -776678.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -776682.312500 Penalty: 4375.871582
	Iteration 31Q: 3 clusters Score -776682.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -776683.937500 Penalty: 4375.871582
	Iteration 32Q: 3 clusters Score -776683.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -776689.187500 Penalty: 4375.871582
	Iteration 33Q: 3 clusters Score -776689.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -776695.187500 Penalty: 4375.871582
	Iteration 34Q: 3 clusters Score -776695.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -776705.437500 Penalty: 4375.871582
	Iteration 35Q: 3 clusters Score -776705.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -776710.625000 Penalty: 4375.871582
	Iteration 36Q: 3 clusters Score -776710.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -776720.875000 Penalty: 4375.871582
	Iteration 37Q: 3 clusters Score -776720.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -776724.250000 Penalty: 4375.871582
	Iteration 38Q: 3 clusters Score -776724.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -776729.812500 Penalty: 4375.871582
	Iteration 39Q: 3 clusters Score -776729.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -776733.875000 Penalty: 4375.871582
	Iteration 40F: 3 clusters Score -776733.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -776735.437500 Penalty: 4375.871582
	Iteration 41Q: 3 clusters Score -776735.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -776737.125000 Penalty: 4375.871582
	Iteration 42Q: 3 clusters Score -776737.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -776740.437500 Penalty: 4375.871582
	Iteration 43Q: 3 clusters Score -776740.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -776743.000000 Penalty: 4375.871582
	Iteration 44Q: 3 clusters Score -776743 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -776745.562500 Penalty: 4375.871582
	Iteration 45Q: 3 clusters Score -776745.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -776745.750000 Penalty: 4375.871582
	Iteration 46Q: 3 clusters Score -776745.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -776749.375000 Penalty: 4375.871582
	Iteration 47Q: 3 clusters Score -776749.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -776752.937500 Penalty: 4375.871582
	Iteration 48Q: 3 clusters Score -776752.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -776752.500000 Penalty: 4375.871582
	Iteration 49Q: 3 clusters Score -776752.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -776757.937500 Penalty: 4375.871582
	Iteration 50Q: 3 clusters Score -776757.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -776758.750000 Penalty: 4375.871582
	Iteration 51Q: 3 clusters Score -776758.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -776762.500000 Penalty: 4375.871582
	Iteration 52Q: 3 clusters Score -776762.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -776766.875000 Penalty: 4375.871582
	Iteration 53Q: 3 clusters Score -776766.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -776774.000000 Penalty: 4375.871582
	Iteration 54Q: 3 clusters Score -776774 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -776778.812500 Penalty: 4375.871582
	Iteration 55Q: 3 clusters Score -776778.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -776784.312500 Penalty: 4375.871582
	Iteration 56Q: 3 clusters Score -776784.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -776790.375000 Penalty: 4375.871582
	Iteration 57Q: 3 clusters Score -776790.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -776795.062500 Penalty: 4375.871582
	Iteration 58Q: 3 clusters Score -776795.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -776799.375000 Penalty: 4375.871582
	Iteration 59Q: 3 clusters Score -776799.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -776804.187500 Penalty: 4375.871582
	Iteration 60F: 3 clusters Score -776804.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -776811.250000 Penalty: 4375.871582
	Iteration 61Q: 3 clusters Score -776811.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -776814.750000 Penalty: 4375.871582
	Iteration 62Q: 3 clusters Score -776814.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -776818.437500 Penalty: 4375.871582
	Iteration 63Q: 3 clusters Score -776818.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -776821.937500 Penalty: 4375.871582
	Iteration 64Q: 3 clusters Score -776821.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -776822.187500 Penalty: 4375.871582
	Iteration 65Q: 3 clusters Score -776822.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -776824.187500 Penalty: 4375.871582
	Iteration 66Q: 3 clusters Score -776824.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -776823.187500 Penalty: 4375.871582
	Iteration 67Q: 3 clusters Score -776823.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -776823.562500 Penalty: 4375.871582
	Iteration 68Q: 3 clusters Score -776823.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -776823.562500 Penalty: 4375.871582
	Iteration 69F: 3 clusters Score -776823.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (26010 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26010 members 
Entering Unmasked Estep 
Score: -3318946.250000 Penalty: 2521.226562
	Iteration 0F: 2 clusters Score -3318946 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12930 members 
Mstep: Class 2 contains 13080 members 
Entering Unmasked Estep 
Score: -3300993.250000 Penalty: 5042.453125
	Iteration 0F: 3 clusters Score -3300993 nChanged 11658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12734 members 
Mstep: Class 2 contains 13276 members 
Entering Unmasked Estep 
Score: -3307424.750000 Penalty: 5042.453125
	Iteration 1F: 3 clusters Score -3307425 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12704 members 
Mstep: Class 2 contains 13306 members 
Entering Unmasked Estep 
Score: -3308172.000000 Penalty: 5042.453125
	Iteration 2F: 3 clusters Score -3308172 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12679 members 
Mstep: Class 2 contains 13331 members 
Entering Unmasked Estep 
Score: -3309009.250000 Penalty: 5042.453125
	Iteration 3F: 3 clusters Score -3309009 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12606 members 
Mstep: Class 2 contains 13404 members 
Entering Unmasked Estep 
Score: -3309954.750000 Penalty: 5042.453125
	Iteration 4F: 3 clusters Score -3309955 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12492 members 
Mstep: Class 2 contains 13518 members 
Entering Unmasked Estep 
Score: -3310937.500000 Penalty: 5042.453125
	Iteration 5F: 3 clusters Score -3310938 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12367 members 
Mstep: Class 2 contains 13643 members 
Entering Unmasked Estep 
Score: -3311871.500000 Penalty: 5042.453125
	Iteration 6F: 3 clusters Score -3311872 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12176 members 
Mstep: Class 2 contains 13834 members 
Entering Unmasked Estep 
Score: -3312795.000000 Penalty: 5042.453125
	Iteration 7F: 3 clusters Score -3312795 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11875 members 
Mstep: Class 2 contains 14135 members 
Entering Unmasked Estep 
Score: -3313660.750000 Penalty: 5042.453125
	Iteration 8F: 3 clusters Score -3313661 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11440 members 
Mstep: Class 2 contains 14570 members 
Entering Unmasked Estep 
Score: -3314406.000000 Penalty: 5042.453125
	Iteration 9F: 3 clusters Score -3314406 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10903 members 
Mstep: Class 2 contains 15107 members 
Entering Unmasked Estep 
Score: -3315005.000000 Penalty: 5042.453125
	Iteration 10Q: 3 clusters Score -3315005 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Mstep: Class 2 contains 15685 members 
Entering Unmasked Estep 
Score: -3315448.250000 Penalty: 5042.453125
	Iteration 11Q: 3 clusters Score -3315448 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 16192 members 
Entering Unmasked Estep 
Score: -3315727.750000 Penalty: 5042.453125
	Iteration 12Q: 3 clusters Score -3315728 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 16684 members 
Entering Unmasked Estep 
Score: -3315987.250000 Penalty: 5042.453125
	Iteration 13Q: 3 clusters Score -3315987 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 17170 members 
Entering Unmasked Estep 
Score: -3316190.750000 Penalty: 5042.453125
	Iteration 14Q: 3 clusters Score -3316191 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 17634 members 
Entering Unmasked Estep 
Score: -3316393.250000 Penalty: 5042.453125
	Iteration 15Q: 3 clusters Score -3316393 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 18110 members 
Entering Unmasked Estep 
Score: -3316571.250000 Penalty: 5042.453125
	Iteration 16Q: 3 clusters Score -3316571 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 18561 members 
Entering Unmasked Estep 
Score: -3316760.000000 Penalty: 5042.453125
	Iteration 17Q: 3 clusters Score -3316760 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 18977 members 
Entering Unmasked Estep 
Score: -3316905.500000 Penalty: 5042.453125
	Iteration 18Q: 3 clusters Score -3316906 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 19360 members 
Entering Unmasked Estep 
Score: -3317044.000000 Penalty: 5042.453125
	Iteration 19Q: 3 clusters Score -3317044 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 19720 members 
Entering Unmasked Estep 
Score: -3317173.000000 Penalty: 5042.453125
	Iteration 20F: 3 clusters Score -3317173 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 20047 members 
Entering Unmasked Estep 
Score: -3317272.750000 Penalty: 5042.453125
	Iteration 21Q: 3 clusters Score -3317273 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 20354 members 
Entering Unmasked Estep 
Score: -3317381.250000 Penalty: 5042.453125
	Iteration 22Q: 3 clusters Score -3317381 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 20667 members 
Entering Unmasked Estep 
Score: -3317481.750000 Penalty: 5042.453125
	Iteration 23Q: 3 clusters Score -3317482 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 20937 members 
Entering Unmasked Estep 
Score: -3317552.750000 Penalty: 5042.453125
	Iteration 24Q: 3 clusters Score -3317553 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 21168 members 
Entering Unmasked Estep 
Score: -3317611.750000 Penalty: 5042.453125
	Iteration 25Q: 3 clusters Score -3317612 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 21381 members 
Entering Unmasked Estep 
Score: -3317678.250000 Penalty: 5042.453125
	Iteration 26Q: 3 clusters Score -3317678 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 21582 members 
Entering Unmasked Estep 
Score: -3317742.250000 Penalty: 5042.453125
	Iteration 27Q: 3 clusters Score -3317742 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 21755 members 
Entering Unmasked Estep 
Score: -3317788.000000 Penalty: 5042.453125
	Iteration 28Q: 3 clusters Score -3317788 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 21887 members 
Entering Unmasked Estep 
Score: -3317816.750000 Penalty: 5042.453125
	Iteration 29Q: 3 clusters Score -3317817 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 22001 members 
Entering Unmasked Estep 
Score: -3317847.250000 Penalty: 5042.453125
	Iteration 30Q: 3 clusters Score -3317847 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 22121 members 
Entering Unmasked Estep 
Score: -3317878.000000 Penalty: 5042.453125
	Iteration 31Q: 3 clusters Score -3317878 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 22221 members 
Entering Unmasked Estep 
Score: -3317903.750000 Penalty: 5042.453125
	Iteration 32Q: 3 clusters Score -3317904 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 22315 members 
Entering Unmasked Estep 
Score: -3317929.750000 Penalty: 5042.453125
	Iteration 33Q: 3 clusters Score -3317930 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 22396 members 
Entering Unmasked Estep 
Score: -3317954.250000 Penalty: 5042.453125
	Iteration 34Q: 3 clusters Score -3317954 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 22463 members 
Entering Unmasked Estep 
Score: -3317969.500000 Penalty: 5042.453125
	Iteration 35Q: 3 clusters Score -3317970 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 22511 members 
Entering Unmasked Estep 
Score: -3317979.750000 Penalty: 5042.453125
	Iteration 36Q: 3 clusters Score -3317980 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 22548 members 
Entering Unmasked Estep 
Score: -3317981.500000 Penalty: 5042.453125
	Iteration 37Q: 3 clusters Score -3317982 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 22580 members 
Entering Unmasked Estep 
Score: -3317988.500000 Penalty: 5042.453125
	Iteration 38Q: 3 clusters Score -3317988 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 22606 members 
Entering Unmasked Estep 
Score: -3317987.000000 Penalty: 5042.453125
	Iteration 39Q: 3 clusters Score -3317987 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 22622 members 
Entering Unmasked Estep 
Score: -3317997.750000 Penalty: 5042.453125
	Iteration 40F: 3 clusters Score -3317998 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 22635 members 
Entering Unmasked Estep 
Score: -3317999.750000 Penalty: 5042.453125
	Iteration 41Q: 3 clusters Score -3318000 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 22645 members 
Entering Unmasked Estep 
Score: -3317997.750000 Penalty: 5042.453125
	Iteration 42Q: 3 clusters Score -3317998 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 22658 members 
Entering Unmasked Estep 
Score: -3317998.250000 Penalty: 5042.453125
	Iteration 43Q: 3 clusters Score -3317998 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 22661 members 
Entering Unmasked Estep 
Score: -3317999.750000 Penalty: 5042.453125
	Iteration 44Q: 3 clusters Score -3318000 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 22666 members 
Entering Unmasked Estep 
Score: -3318000.500000 Penalty: 5042.453125
	Iteration 45Q: 3 clusters Score -3318000 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 22673 members 
Entering Unmasked Estep 
Score: -3318007.500000 Penalty: 5042.453125
	Iteration 46Q: 3 clusters Score -3318008 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 22678 members 
Entering Unmasked Estep 
Score: -3318000.000000 Penalty: 5042.453125
	Iteration 47Q: 3 clusters Score -3318000 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 22685 members 
Entering Unmasked Estep 
Score: -3317997.000000 Penalty: 5042.453125
	Iteration 48Q: 3 clusters Score -3317997 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 22689 members 
Entering Unmasked Estep 
Score: -3318000.000000 Penalty: 5042.453125
	Iteration 49Q: 3 clusters Score -3318000 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 22691 members 
Entering Unmasked Estep 
Score: -3317999.000000 Penalty: 5042.453125
	Iteration 50Q: 3 clusters Score -3317999 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 22692 members 
Entering Unmasked Estep 
Score: -3318000.000000 Penalty: 5042.453125
	Iteration 51Q: 3 clusters Score -3318000 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 22694 members 
Entering Unmasked Estep 
Score: -3318001.250000 Penalty: 5042.453125
	Iteration 52Q: 3 clusters Score -3318001 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 22697 members 
Entering Unmasked Estep 
Score: -3317998.250000 Penalty: 5042.453125
	Iteration 53Q: 3 clusters Score -3317998 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 22699 members 
Entering Unmasked Estep 
Score: -3317999.500000 Penalty: 5042.453125
	Iteration 54Q: 3 clusters Score -3318000 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 22700 members 
Entering Unmasked Estep 
Score: -3317997.500000 Penalty: 5042.453125
	Iteration 55Q: 3 clusters Score -3317998 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 22702 members 
Entering Unmasked Estep 
Score: -3318003.000000 Penalty: 5042.453125
	Iteration 56Q: 3 clusters Score -3318003 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 22707 members 
Entering Unmasked Estep 
Score: -3318004.500000 Penalty: 5042.453125
	Iteration 57Q: 3 clusters Score -3318004 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 22714 members 
Entering Unmasked Estep 
Score: -3318009.000000 Penalty: 5042.453125
	Iteration 58Q: 3 clusters Score -3318009 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 22721 members 
Entering Unmasked Estep 
Score: -3318010.750000 Penalty: 5042.453125
	Iteration 59Q: 3 clusters Score -3318011 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 22730 members 
Entering Unmasked Estep 
Score: -3318015.250000 Penalty: 5042.453125
	Iteration 60F: 3 clusters Score -3318015 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 22734 members 
Entering Unmasked Estep 
Score: -3318016.750000 Penalty: 5042.453125
	Iteration 61Q: 3 clusters Score -3318017 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 22738 members 
Entering Unmasked Estep 
Score: -3318016.250000 Penalty: 5042.453125
	Iteration 62Q: 3 clusters Score -3318016 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 22744 members 
Entering Unmasked Estep 
Score: -3318014.500000 Penalty: 5042.453125
	Iteration 63Q: 3 clusters Score -3318014 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 22752 members 
Entering Unmasked Estep 
Score: -3318013.500000 Penalty: 5042.453125
	Iteration 64Q: 3 clusters Score -3318014 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 22760 members 
Entering Unmasked Estep 
Score: -3318012.250000 Penalty: 5042.453125
	Iteration 65Q: 3 clusters Score -3318012 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 22765 members 
Entering Unmasked Estep 
Score: -3318010.000000 Penalty: 5042.453125
	Iteration 66Q: 3 clusters Score -3318010 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 22774 members 
Entering Unmasked Estep 
Score: -3318010.250000 Penalty: 5042.453125
	Iteration 67Q: 3 clusters Score -3318010 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 22784 members 
Entering Unmasked Estep 
Score: -3318007.000000 Penalty: 5042.453125
	Iteration 68Q: 3 clusters Score -3318007 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 22790 members 
Entering Unmasked Estep 
Score: -3318014.250000 Penalty: 5042.453125
	Iteration 69Q: 3 clusters Score -3318014 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 22800 members 
Entering Unmasked Estep 
Score: -3318012.250000 Penalty: 5042.453125
	Iteration 70Q: 3 clusters Score -3318012 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 22806 members 
Entering Unmasked Estep 
Score: -3318011.250000 Penalty: 5042.453125
	Iteration 71Q: 3 clusters Score -3318011 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 22810 members 
Entering Unmasked Estep 
Score: -3318012.250000 Penalty: 5042.453125
	Iteration 72Q: 3 clusters Score -3318012 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 22814 members 
Entering Unmasked Estep 
Score: -3318017.750000 Penalty: 5042.453125
	Iteration 73Q: 3 clusters Score -3318018 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 22817 members 
Entering Unmasked Estep 
Score: -3318016.000000 Penalty: 5042.453125
	Iteration 74Q: 3 clusters Score -3318016 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 22820 members 
Entering Unmasked Estep 
Score: -3318016.500000 Penalty: 5042.453125
	Iteration 75Q: 3 clusters Score -3318016 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 22825 members 
Entering Unmasked Estep 
Score: -3318014.750000 Penalty: 5042.453125
	Iteration 76Q: 3 clusters Score -3318015 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 22827 members 
Entering Unmasked Estep 
Score: -3318014.000000 Penalty: 5042.453125
	Iteration 77Q: 3 clusters Score -3318014 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 22827 members 
Entering Unmasked Estep 
Score: -3318014.000000 Penalty: 5042.453125
	Iteration 78F: 3 clusters Score -3318014 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (7810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Entering Unmasked Estep 
Score: -977474.625000 Penalty: 2222.863770
	Iteration 0F: 2 clusters Score -977474.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -971119.500000 Penalty: 4445.727539
	Iteration 0F: 3 clusters Score -971119.5 nChanged 3235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -972968.250000 Penalty: 4445.727539
	Iteration 1F: 3 clusters Score -972968.2 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -973256.500000 Penalty: 4445.727539
	Iteration 2F: 3 clusters Score -973256.5 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -973480.250000 Penalty: 4445.727539
	Iteration 3F: 3 clusters Score -973480.2 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -973685.875000 Penalty: 4445.727539
	Iteration 4Q: 3 clusters Score -973685.9 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -973857.687500 Penalty: 4445.727539
	Iteration 5Q: 3 clusters Score -973857.7 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -974023.125000 Penalty: 4445.727539
	Iteration 6Q: 3 clusters Score -974023.1 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -974180.125000 Penalty: 4445.727539
	Iteration 7Q: 3 clusters Score -974180.1 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -974335.250000 Penalty: 4445.727539
	Iteration 8Q: 3 clusters Score -974335.2 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -974483.187500 Penalty: 4445.727539
	Iteration 9Q: 3 clusters Score -974483.2 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -974636.250000 Penalty: 4445.727539
	Iteration 10Q: 3 clusters Score -974636.2 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -974790.875000 Penalty: 4445.727539
	Iteration 11Q: 3 clusters Score -974790.9 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -974962.687500 Penalty: 4445.727539
	Iteration 12Q: 3 clusters Score -974962.7 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -975183.187500 Penalty: 4445.727539
	Iteration 13Q: 3 clusters Score -975183.2 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -975447.687500 Penalty: 4445.727539
	Iteration 14Q: 3 clusters Score -975447.7 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -975808.062500 Penalty: 4445.727539
	Iteration 15Q: 3 clusters Score -975808.1 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -976204.000000 Penalty: 4445.727539
	Iteration 16Q: 3 clusters Score -976204 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -976495.750000 Penalty: 4445.727539
	Iteration 17Q: 3 clusters Score -976495.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -976642.875000 Penalty: 4445.727539
	Iteration 18Q: 3 clusters Score -976642.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -976708.187500 Penalty: 4445.727539
	Iteration 19Q: 3 clusters Score -976708.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -976738.750000 Penalty: 4445.727539
	Iteration 20F: 3 clusters Score -976738.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -976754.375000 Penalty: 4445.727539
	Iteration 21Q: 3 clusters Score -976754.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -976762.062500 Penalty: 4445.727539
	Iteration 22Q: 3 clusters Score -976762.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -976763.562500 Penalty: 4445.727539
	Iteration 23Q: 3 clusters Score -976763.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -976765.937500 Penalty: 4445.727539
	Iteration 24Q: 3 clusters Score -976765.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -976767.062500 Penalty: 4445.727539
	Iteration 25Q: 3 clusters Score -976767.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -976767.937500 Penalty: 4445.727539
	Iteration 26Q: 3 clusters Score -976767.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -976770.312500 Penalty: 4445.727539
	Iteration 27Q: 3 clusters Score -976770.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -976772.250000 Penalty: 4445.727539
	Iteration 28Q: 3 clusters Score -976772.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -976772.812500 Penalty: 4445.727539
	Iteration 29Q: 3 clusters Score -976772.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -976773.000000 Penalty: 4445.727539
	Iteration 30Q: 3 clusters Score -976773 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -976773.187500 Penalty: 4445.727539
	Iteration 31Q: 3 clusters Score -976773.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -976773.562500 Penalty: 4445.727539
	Iteration 32Q: 3 clusters Score -976773.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -976773.000000 Penalty: 4445.727539
	Iteration 33Q: 3 clusters Score -976773 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -976773.000000 Penalty: 4445.727539
	Iteration 34F: 3 clusters Score -976773 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (23937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23937 members 
Entering Unmasked Estep 
Score: -2821904.000000 Penalty: 2500.628662
	Iteration 0F: 2 clusters Score -2821904 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12084 members 
Mstep: Class 2 contains 11853 members 
Entering Unmasked Estep 
Score: -2805385.250000 Penalty: 5001.257324
	Iteration 0F: 3 clusters Score -2805385 nChanged 10611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12501 members 
Mstep: Class 2 contains 11436 members 
Entering Unmasked Estep 
Score: -2811150.250000 Penalty: 5001.257324
	Iteration 1F: 3 clusters Score -2811150 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12815 members 
Mstep: Class 2 contains 11122 members 
Entering Unmasked Estep 
Score: -2811798.250000 Penalty: 5001.257324
	Iteration 2F: 3 clusters Score -2811798 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13255 members 
Mstep: Class 2 contains 10682 members 
Entering Unmasked Estep 
Score: -2812616.500000 Penalty: 5001.257324
	Iteration 3F: 3 clusters Score -2812616 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13795 members 
Mstep: Class 2 contains 10142 members 
Entering Unmasked Estep 
Score: -2813597.000000 Penalty: 5001.257324
	Iteration 4F: 3 clusters Score -2813597 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14448 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -2814639.000000 Penalty: 5001.257324
	Iteration 5F: 3 clusters Score -2814639 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15229 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -2815822.750000 Penalty: 5001.257324
	Iteration 6F: 3 clusters Score -2815823 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16142 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -2817054.250000 Penalty: 5001.257324
	Iteration 7F: 3 clusters Score -2817054 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17023 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -2818050.000000 Penalty: 5001.257324
	Iteration 8F: 3 clusters Score -2818050 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17807 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -2818841.500000 Penalty: 5001.257324
	Iteration 9Q: 3 clusters Score -2818842 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18533 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -2819468.000000 Penalty: 5001.257324
	Iteration 10Q: 3 clusters Score -2819468 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19165 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -2819986.250000 Penalty: 5001.257324
	Iteration 11Q: 3 clusters Score -2819986 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19672 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -2820383.500000 Penalty: 5001.257324
	Iteration 12Q: 3 clusters Score -2820384 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20098 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -2820718.500000 Penalty: 5001.257324
	Iteration 13Q: 3 clusters Score -2820718 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20395 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -2820940.750000 Penalty: 5001.257324
	Iteration 14Q: 3 clusters Score -2820941 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20641 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -2821125.500000 Penalty: 5001.257324
	Iteration 15Q: 3 clusters Score -2821126 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20812 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -2821251.500000 Penalty: 5001.257324
	Iteration 16Q: 3 clusters Score -2821252 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20967 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -2821332.250000 Penalty: 5001.257324
	Iteration 17Q: 3 clusters Score -2821332 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21071 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -2821371.500000 Penalty: 5001.257324
	Iteration 18Q: 3 clusters Score -2821372 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21154 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -2821396.500000 Penalty: 5001.257324
	Iteration 19Q: 3 clusters Score -2821396 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21206 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -2821413.500000 Penalty: 5001.257324
	Iteration 20F: 3 clusters Score -2821414 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21249 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -2821425.250000 Penalty: 5001.257324
	Iteration 21Q: 3 clusters Score -2821425 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21283 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -2821436.250000 Penalty: 5001.257324
	Iteration 22Q: 3 clusters Score -2821436 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21310 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -2821440.500000 Penalty: 5001.257324
	Iteration 23Q: 3 clusters Score -2821440 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21336 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -2821442.500000 Penalty: 5001.257324
	Iteration 24Q: 3 clusters Score -2821442 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21358 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -2821440.750000 Penalty: 5001.257324
	Iteration 25Q: 3 clusters Score -2821441 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21372 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -2821444.000000 Penalty: 5001.257324
	Iteration 26Q: 3 clusters Score -2821444 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21384 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -2821445.750000 Penalty: 5001.257324
	Iteration 27Q: 3 clusters Score -2821446 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21392 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -2821451.000000 Penalty: 5001.257324
	Iteration 28Q: 3 clusters Score -2821451 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21399 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -2821451.250000 Penalty: 5001.257324
	Iteration 29Q: 3 clusters Score -2821451 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21403 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -2821451.750000 Penalty: 5001.257324
	Iteration 30Q: 3 clusters Score -2821452 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21406 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -2821455.500000 Penalty: 5001.257324
	Iteration 31Q: 3 clusters Score -2821456 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21408 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -2821450.000000 Penalty: 5001.257324
	Iteration 32Q: 3 clusters Score -2821450 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21408 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -2821450.000000 Penalty: 5001.257324
	Iteration 33F: 3 clusters Score -2821450 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (5618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Entering Unmasked Estep 
Score: -725934.000000 Penalty: 2141.165283
	Iteration 0F: 2 clusters Score -725934 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -720962.062500 Penalty: 4282.330566
	Iteration 0F: 3 clusters Score -720962.1 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -722215.375000 Penalty: 4282.330566
	Iteration 1F: 3 clusters Score -722215.4 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -722476.687500 Penalty: 4282.330566
	Iteration 2F: 3 clusters Score -722476.7 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -722636.500000 Penalty: 4282.330566
	Iteration 3F: 3 clusters Score -722636.5 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -722748.000000 Penalty: 4282.330566
	Iteration 4Q: 3 clusters Score -722748 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -722837.625000 Penalty: 4282.330566
	Iteration 5Q: 3 clusters Score -722837.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -722896.062500 Penalty: 4282.330566
	Iteration 6Q: 3 clusters Score -722896.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -722945.000000 Penalty: 4282.330566
	Iteration 7Q: 3 clusters Score -722945 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -722995.562500 Penalty: 4282.330566
	Iteration 8Q: 3 clusters Score -722995.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -723041.750000 Penalty: 4282.330566
	Iteration 9Q: 3 clusters Score -723041.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -723088.500000 Penalty: 4282.330566
	Iteration 10Q: 3 clusters Score -723088.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -723141.562500 Penalty: 4282.330566
	Iteration 11Q: 3 clusters Score -723141.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -723212.062500 Penalty: 4282.330566
	Iteration 12Q: 3 clusters Score -723212.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -723285.562500 Penalty: 4282.330566
	Iteration 13Q: 3 clusters Score -723285.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -723358.875000 Penalty: 4282.330566
	Iteration 14Q: 3 clusters Score -723358.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -723427.000000 Penalty: 4282.330566
	Iteration 15Q: 3 clusters Score -723427 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -723478.937500 Penalty: 4282.330566
	Iteration 16Q: 3 clusters Score -723478.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -723527.750000 Penalty: 4282.330566
	Iteration 17Q: 3 clusters Score -723527.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -723576.312500 Penalty: 4282.330566
	Iteration 18Q: 3 clusters Score -723576.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -723639.375000 Penalty: 4282.330566
	Iteration 19Q: 3 clusters Score -723639.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -723697.750000 Penalty: 4282.330566
	Iteration 20F: 3 clusters Score -723697.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -723746.000000 Penalty: 4282.330566
	Iteration 21Q: 3 clusters Score -723746 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -723792.687500 Penalty: 4282.330566
	Iteration 22Q: 3 clusters Score -723792.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -723842.875000 Penalty: 4282.330566
	Iteration 23Q: 3 clusters Score -723842.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -723886.875000 Penalty: 4282.330566
	Iteration 24Q: 3 clusters Score -723886.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -723945.125000 Penalty: 4282.330566
	Iteration 25Q: 3 clusters Score -723945.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -724008.437500 Penalty: 4282.330566
	Iteration 26Q: 3 clusters Score -724008.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -724082.000000 Penalty: 4282.330566
	Iteration 27Q: 3 clusters Score -724082 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -724157.562500 Penalty: 4282.330566
	Iteration 28Q: 3 clusters Score -724157.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -724221.562500 Penalty: 4282.330566
	Iteration 29Q: 3 clusters Score -724221.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -724270.500000 Penalty: 4282.330566
	Iteration 30Q: 3 clusters Score -724270.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -724316.375000 Penalty: 4282.330566
	Iteration 31Q: 3 clusters Score -724316.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -724350.687500 Penalty: 4282.330566
	Iteration 32Q: 3 clusters Score -724350.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -724385.375000 Penalty: 4282.330566
	Iteration 33Q: 3 clusters Score -724385.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -724423.000000 Penalty: 4282.330566
	Iteration 34Q: 3 clusters Score -724423 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -724447.937500 Penalty: 4282.330566
	Iteration 35Q: 3 clusters Score -724447.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -724476.187500 Penalty: 4282.330566
	Iteration 36Q: 3 clusters Score -724476.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -724506.437500 Penalty: 4282.330566
	Iteration 37Q: 3 clusters Score -724506.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -724533.562500 Penalty: 4282.330566
	Iteration 38Q: 3 clusters Score -724533.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -724565.875000 Penalty: 4282.330566
	Iteration 39Q: 3 clusters Score -724565.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -724590.125000 Penalty: 4282.330566
	Iteration 40F: 3 clusters Score -724590.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -724606.812500 Penalty: 4282.330566
	Iteration 41Q: 3 clusters Score -724606.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -724620.687500 Penalty: 4282.330566
	Iteration 42Q: 3 clusters Score -724620.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -724628.125000 Penalty: 4282.330566
	Iteration 43Q: 3 clusters Score -724628.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -724632.875000 Penalty: 4282.330566
	Iteration 44Q: 3 clusters Score -724632.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -724635.750000 Penalty: 4282.330566
	Iteration 45Q: 3 clusters Score -724635.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -724640.750000 Penalty: 4282.330566
	Iteration 46Q: 3 clusters Score -724640.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -724642.187500 Penalty: 4282.330566
	Iteration 47Q: 3 clusters Score -724642.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -724643.875000 Penalty: 4282.330566
	Iteration 48Q: 3 clusters Score -724643.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -724646.062500 Penalty: 4282.330566
	Iteration 49Q: 3 clusters Score -724646.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -724646.750000 Penalty: 4282.330566
	Iteration 50Q: 3 clusters Score -724646.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -724645.937500 Penalty: 4282.330566
	Iteration 51Q: 3 clusters Score -724645.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -724647.500000 Penalty: 4282.330566
	Iteration 52Q: 3 clusters Score -724647.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -724646.937500 Penalty: 4282.330566
	Iteration 53Q: 3 clusters Score -724646.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -724649.062500 Penalty: 4282.330566
	Iteration 54Q: 3 clusters Score -724649.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -724649.062500 Penalty: 4282.330566
	Iteration 55F: 3 clusters Score -724649.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (17767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17767 members 
Entering Unmasked Estep 
Score: -2268818.500000 Penalty: 2426.704346
	Iteration 0F: 2 clusters Score -2268818 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -2256171.750000 Penalty: 4853.408691
	Iteration 0F: 3 clusters Score -2256172 nChanged 7753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -2260283.750000 Penalty: 4853.408691
	Iteration 1F: 3 clusters Score -2260284 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -2260664.750000 Penalty: 4853.408691
	Iteration 2F: 3 clusters Score -2260665 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -2260954.250000 Penalty: 4853.408691
	Iteration 3Q: 3 clusters Score -2260954 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -2261176.000000 Penalty: 4853.408691
	Iteration 4Q: 3 clusters Score -2261176 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -2261349.500000 Penalty: 4853.408691
	Iteration 5Q: 3 clusters Score -2261350 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -2261500.250000 Penalty: 4853.408691
	Iteration 6Q: 3 clusters Score -2261500 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10095 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -2261660.500000 Penalty: 4853.408691
	Iteration 7Q: 3 clusters Score -2261660 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10462 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -2261851.000000 Penalty: 4853.408691
	Iteration 8Q: 3 clusters Score -2261851 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10870 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -2262078.250000 Penalty: 4853.408691
	Iteration 9Q: 3 clusters Score -2262078 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11398 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -2262356.750000 Penalty: 4853.408691
	Iteration 10Q: 3 clusters Score -2262357 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11988 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -2262664.000000 Penalty: 4853.408691
	Iteration 11Q: 3 clusters Score -2262664 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12673 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -2263093.250000 Penalty: 4853.408691
	Iteration 12Q: 3 clusters Score -2263093 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13452 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -2263617.500000 Penalty: 4853.408691
	Iteration 13Q: 3 clusters Score -2263618 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14258 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -2264236.500000 Penalty: 4853.408691
	Iteration 14Q: 3 clusters Score -2264236 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15055 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -2264861.000000 Penalty: 4853.408691
	Iteration 15Q: 3 clusters Score -2264861 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15679 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -2265389.250000 Penalty: 4853.408691
	Iteration 16Q: 3 clusters Score -2265389 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16173 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -2265834.750000 Penalty: 4853.408691
	Iteration 17Q: 3 clusters Score -2265835 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16530 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -2266129.750000 Penalty: 4853.408691
	Iteration 18Q: 3 clusters Score -2266130 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16775 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -2266352.750000 Penalty: 4853.408691
	Iteration 19Q: 3 clusters Score -2266353 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16938 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -2266511.000000 Penalty: 4853.408691
	Iteration 20F: 3 clusters Score -2266511 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17036 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -2266620.250000 Penalty: 4853.408691
	Iteration 21Q: 3 clusters Score -2266620 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17089 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -2266677.000000 Penalty: 4853.408691
	Iteration 22Q: 3 clusters Score -2266677 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17130 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -2266714.000000 Penalty: 4853.408691
	Iteration 23Q: 3 clusters Score -2266714 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17160 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -2266736.000000 Penalty: 4853.408691
	Iteration 24Q: 3 clusters Score -2266736 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17177 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -2266757.750000 Penalty: 4853.408691
	Iteration 25Q: 3 clusters Score -2266758 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17190 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -2266770.500000 Penalty: 4853.408691
	Iteration 26Q: 3 clusters Score -2266770 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17200 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -2266783.000000 Penalty: 4853.408691
	Iteration 27Q: 3 clusters Score -2266783 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17207 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -2266791.750000 Penalty: 4853.408691
	Iteration 28Q: 3 clusters Score -2266792 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17212 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -2266799.250000 Penalty: 4853.408691
	Iteration 29Q: 3 clusters Score -2266799 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17216 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -2266803.250000 Penalty: 4853.408691
	Iteration 30Q: 3 clusters Score -2266803 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17217 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -2266805.250000 Penalty: 4853.408691
	Iteration 31Q: 3 clusters Score -2266805 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17217 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -2266808.000000 Penalty: 4853.408691
	Iteration 32Q: 3 clusters Score -2266808 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17216 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -2266813.250000 Penalty: 4853.408691
	Iteration 33Q: 3 clusters Score -2266813 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17214 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -2266816.500000 Penalty: 4853.408691
	Iteration 34Q: 3 clusters Score -2266816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17213 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -2266814.500000 Penalty: 4853.408691
	Iteration 35Q: 3 clusters Score -2266814 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17213 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -2266814.500000 Penalty: 4853.408691
	Iteration 36F: 3 clusters Score -2266814 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (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: -65792.953125 Penalty: 1511.205322
	Iteration 0F: 2 clusters Score -65792.95 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 240 members 
Entering Unmasked Estep 
Score: -64347.183594 Penalty: 3022.410645
	Iteration 0F: 3 clusters Score -64347.18 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -64647.312500 Penalty: 3022.410645
	Iteration 1F: 3 clusters Score -64647.31 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -64835.023438 Penalty: 3022.410645
	Iteration 2F: 3 clusters Score -64835.02 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -64882.722656 Penalty: 3022.410645
	Iteration 3Q: 3 clusters Score -64882.72 nChanged 12
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: -64940.917969 Penalty: 3022.410645
	Iteration 4Q: 3 clusters Score -64940.92 nChanged 10
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: -64983.207031 Penalty: 3022.410645
	Iteration 5Q: 3 clusters Score -64983.21 nChanged 4
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: -64994.730469 Penalty: 3022.410645
	Iteration 6Q: 3 clusters Score -64994.73 nChanged 3
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: -65006.957031 Penalty: 3022.410645
	Iteration 7Q: 3 clusters Score -65006.96 nChanged 3
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: -65016.781250 Penalty: 3022.410645
	Iteration 8Q: 3 clusters Score -65016.78 nChanged 4
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: -65037.203125 Penalty: 3022.410645
	Iteration 9Q: 3 clusters Score -65037.2 nChanged 5
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: -65077.585938 Penalty: 3022.410645
	Iteration 10Q: 3 clusters Score -65077.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -65139.691406 Penalty: 3022.410645
	Iteration 11Q: 3 clusters Score -65139.69 nChanged 6
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: -65170.332031 Penalty: 3022.410645
	Iteration 12Q: 3 clusters Score -65170.33 nChanged 7
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: -65196.027344 Penalty: 3022.410645
	Iteration 13Q: 3 clusters Score -65196.03 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -65212.261719 Penalty: 3022.410645
	Iteration 14Q: 3 clusters Score -65212.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -65221.648438 Penalty: 3022.410645
	Iteration 15Q: 3 clusters Score -65221.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -65236.203125 Penalty: 3022.410645
	Iteration 16Q: 3 clusters Score -65236.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -65245.480469 Penalty: 3022.410645
	Iteration 17Q: 3 clusters Score -65245.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -65273.375000 Penalty: 3022.410645
	Iteration 18Q: 3 clusters Score -65273.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -65300.664062 Penalty: 3022.410645
	Iteration 19Q: 3 clusters Score -65300.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -65305.511719 Penalty: 3022.410645
	Iteration 20F: 3 clusters Score -65305.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -65324.226562 Penalty: 3022.410645
	Iteration 21Q: 3 clusters Score -65324.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -65334.914062 Penalty: 3022.410645
	Iteration 22Q: 3 clusters Score -65334.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -65343.320312 Penalty: 3022.410645
	Iteration 23Q: 3 clusters Score -65343.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -65345.761719 Penalty: 3022.410645
	Iteration 24Q: 3 clusters Score -65345.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -65345.761719 Penalty: 3022.410645
	Iteration 25F: 3 clusters Score -65345.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (11661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11661 members 
Entering Unmasked Estep 
Score: -1468847.375000 Penalty: 2322.273193
	Iteration 0F: 2 clusters Score -1468847 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -1460075.375000 Penalty: 4644.546387
	Iteration 0F: 3 clusters Score -1460075 nChanged 4946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -1462929.500000 Penalty: 4644.546387
	Iteration 1F: 3 clusters Score -1462930 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -1463305.500000 Penalty: 4644.546387
	Iteration 2F: 3 clusters Score -1463306 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -1463644.625000 Penalty: 4644.546387
	Iteration 3F: 3 clusters Score -1463645 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -1463981.250000 Penalty: 4644.546387
	Iteration 4Q: 3 clusters Score -1463981 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -1464358.625000 Penalty: 4644.546387
	Iteration 5Q: 3 clusters Score -1464359 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -1464738.125000 Penalty: 4644.546387
	Iteration 6Q: 3 clusters Score -1464738 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -1465130.875000 Penalty: 4644.546387
	Iteration 7Q: 3 clusters Score -1465131 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -1465489.250000 Penalty: 4644.546387
	Iteration 8Q: 3 clusters Score -1465489 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
Score: -1465824.750000 Penalty: 4644.546387
	Iteration 9Q: 3 clusters Score -1465825 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 10214 members 
Entering Unmasked Estep 
Score: -1466095.125000 Penalty: 4644.546387
	Iteration 10Q: 3 clusters Score -1466095 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 10473 members 
Entering Unmasked Estep 
Score: -1466293.500000 Penalty: 4644.546387
	Iteration 11Q: 3 clusters Score -1466294 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 10689 members 
Entering Unmasked Estep 
Score: -1466462.000000 Penalty: 4644.546387
	Iteration 12Q: 3 clusters Score -1466462 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 10843 members 
Entering Unmasked Estep 
Score: -1466591.250000 Penalty: 4644.546387
	Iteration 13Q: 3 clusters Score -1466591 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 10946 members 
Entering Unmasked Estep 
Score: -1466682.625000 Penalty: 4644.546387
	Iteration 14Q: 3 clusters Score -1466683 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 11012 members 
Entering Unmasked Estep 
Score: -1466730.125000 Penalty: 4644.546387
	Iteration 15Q: 3 clusters Score -1466730 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 11064 members 
Entering Unmasked Estep 
Score: -1466772.875000 Penalty: 4644.546387
	Iteration 16Q: 3 clusters Score -1466773 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 11094 members 
Entering Unmasked Estep 
Score: -1466799.875000 Penalty: 4644.546387
	Iteration 17Q: 3 clusters Score -1466800 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 11116 members 
Entering Unmasked Estep 
Score: -1466820.125000 Penalty: 4644.546387
	Iteration 18Q: 3 clusters Score -1466820 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 11131 members 
Entering Unmasked Estep 
Score: -1466831.250000 Penalty: 4644.546387
	Iteration 19Q: 3 clusters Score -1466831 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 11144 members 
Entering Unmasked Estep 
Score: -1466843.000000 Penalty: 4644.546387
	Iteration 20F: 3 clusters Score -1466843 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 11156 members 
Entering Unmasked Estep 
Score: -1466856.125000 Penalty: 4644.546387
	Iteration 21Q: 3 clusters Score -1466856 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 11172 members 
Entering Unmasked Estep 
Score: -1466868.125000 Penalty: 4644.546387
	Iteration 22Q: 3 clusters Score -1466868 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 11182 members 
Entering Unmasked Estep 
Score: -1466877.750000 Penalty: 4644.546387
	Iteration 23Q: 3 clusters Score -1466878 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 11189 members 
Entering Unmasked Estep 
Score: -1466882.750000 Penalty: 4644.546387
	Iteration 24Q: 3 clusters Score -1466883 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 11194 members 
Entering Unmasked Estep 
Score: -1466889.750000 Penalty: 4644.546387
	Iteration 25Q: 3 clusters Score -1466890 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 11199 members 
Entering Unmasked Estep 
Score: -1466892.375000 Penalty: 4644.546387
	Iteration 26Q: 3 clusters Score -1466892 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 11205 members 
Entering Unmasked Estep 
Score: -1466896.125000 Penalty: 4644.546387
	Iteration 27Q: 3 clusters Score -1466896 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 11212 members 
Entering Unmasked Estep 
Score: -1466903.250000 Penalty: 4644.546387
	Iteration 28Q: 3 clusters Score -1466903 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 11218 members 
Entering Unmasked Estep 
Score: -1466908.875000 Penalty: 4644.546387
	Iteration 29Q: 3 clusters Score -1466909 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 11221 members 
Entering Unmasked Estep 
Score: -1466911.125000 Penalty: 4644.546387
	Iteration 30Q: 3 clusters Score -1466911 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 11224 members 
Entering Unmasked Estep 
Score: -1466912.375000 Penalty: 4644.546387
	Iteration 31Q: 3 clusters Score -1466912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 11222 members 
Entering Unmasked Estep 
Score: -1466915.375000 Penalty: 4644.546387
	Iteration 32Q: 3 clusters Score -1466915 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 11226 members 
Entering Unmasked Estep 
Score: -1466922.625000 Penalty: 4644.546387
	Iteration 33Q: 3 clusters Score -1466923 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 11228 members 
Entering Unmasked Estep 
Score: -1466923.375000 Penalty: 4644.546387
	Iteration 34Q: 3 clusters Score -1466923 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 11228 members 
Entering Unmasked Estep 
Score: -1466922.375000 Penalty: 4644.546387
	Iteration 35Q: 3 clusters Score -1466922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 11230 members 
Entering Unmasked Estep 
Score: -1466928.125000 Penalty: 4644.546387
	Iteration 36Q: 3 clusters Score -1466928 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 11233 members 
Entering Unmasked Estep 
Score: -1466930.750000 Penalty: 4644.546387
	Iteration 37Q: 3 clusters Score -1466931 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 11235 members 
Entering Unmasked Estep 
Score: -1466931.125000 Penalty: 4644.546387
	Iteration 38Q: 3 clusters Score -1466931 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 11235 members 
Entering Unmasked Estep 
Score: -1466931.125000 Penalty: 4644.546387
	Iteration 39F: 3 clusters Score -1466931 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (62278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62278 members 
Entering Unmasked Estep 
Score: -7918582.000000 Penalty: 2737.762207
	Iteration 0F: 2 clusters Score -7918582 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31213 members 
Mstep: Class 2 contains 31065 members 
Entering Unmasked Estep 
Score: -7876911.000000 Penalty: 5475.524414
	Iteration 0F: 3 clusters Score -7876911 nChanged 28955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31914 members 
Mstep: Class 2 contains 30364 members 
Entering Unmasked Estep 
Score: -7893050.000000 Penalty: 5475.524414
	Iteration 1F: 3 clusters Score -7893050 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32374 members 
Mstep: Class 2 contains 29904 members 
Entering Unmasked Estep 
Score: -7893648.500000 Penalty: 5475.524414
	Iteration 2Q: 3 clusters Score -7893648 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33000 members 
Mstep: Class 2 contains 29278 members 
Entering Unmasked Estep 
Score: -7894114.500000 Penalty: 5475.524414
	Iteration 3Q: 3 clusters Score -7894114 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33854 members 
Mstep: Class 2 contains 28424 members 
Entering Unmasked Estep 
Score: -7894633.500000 Penalty: 5475.524414
	Iteration 4Q: 3 clusters Score -7894634 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35141 members 
Mstep: Class 2 contains 27137 members 
Entering Unmasked Estep 
Score: -7895440.000000 Penalty: 5475.524414
	Iteration 5Q: 3 clusters Score -7895440 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36920 members 
Mstep: Class 2 contains 25358 members 
Entering Unmasked Estep 
Score: -7896505.500000 Penalty: 5475.524414
	Iteration 6Q: 3 clusters Score -7896506 nChanged 2923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39315 members 
Mstep: Class 2 contains 22963 members 
Entering Unmasked Estep 
Score: -7897998.500000 Penalty: 5475.524414
	Iteration 7Q: 3 clusters Score -7897998 nChanged 3450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42401 members 
Mstep: Class 2 contains 19877 members 
Entering Unmasked Estep 
Score: -7900180.000000 Penalty: 5475.524414
	Iteration 8F: 3 clusters Score -7900180 nChanged 3845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46072 members 
Mstep: Class 2 contains 16206 members 
Entering Unmasked Estep 
Score: -7902863.000000 Penalty: 5475.524414
	Iteration 9F: 3 clusters Score -7902863 nChanged 3971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49943 members 
Mstep: Class 2 contains 12335 members 
Entering Unmasked Estep 
Score: -7905866.500000 Penalty: 5475.524414
	Iteration 10F: 3 clusters Score -7905866 nChanged 3811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53728 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -7909131.000000 Penalty: 5475.524414
	Iteration 11F: 3 clusters Score -7909131 nChanged 3190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56904 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -7911962.500000 Penalty: 5475.524414
	Iteration 12F: 3 clusters Score -7911962 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59125 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -7913914.500000 Penalty: 5475.524414
	Iteration 13Q: 3 clusters Score -7913914 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60466 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -7915038.500000 Penalty: 5475.524414
	Iteration 14Q: 3 clusters Score -7915038 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61129 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -7915618.000000 Penalty: 5475.524414
	Iteration 15Q: 3 clusters Score -7915618 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61452 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -7915912.000000 Penalty: 5475.524414
	Iteration 16Q: 3 clusters Score -7915912 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61607 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -7916058.500000 Penalty: 5475.524414
	Iteration 17Q: 3 clusters Score -7916058 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61688 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -7916156.500000 Penalty: 5475.524414
	Iteration 18Q: 3 clusters Score -7916156 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61726 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -7916209.500000 Penalty: 5475.524414
	Iteration 19Q: 3 clusters Score -7916210 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61751 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -7916248.500000 Penalty: 5475.524414
	Iteration 20F: 3 clusters Score -7916248 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61767 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -7916280.000000 Penalty: 5475.524414
	Iteration 21Q: 3 clusters Score -7916280 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61777 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -7916300.500000 Penalty: 5475.524414
	Iteration 22Q: 3 clusters Score -7916300 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61787 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -7916309.500000 Penalty: 5475.524414
	Iteration 23Q: 3 clusters Score -7916310 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61790 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -7916322.500000 Penalty: 5475.524414
	Iteration 24Q: 3 clusters Score -7916322 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61793 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -7916319.000000 Penalty: 5475.524414
	Iteration 25Q: 3 clusters Score -7916319 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61800 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -7916334.000000 Penalty: 5475.524414
	Iteration 26Q: 3 clusters Score -7916334 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61807 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -7916353.000000 Penalty: 5475.524414
	Iteration 27Q: 3 clusters Score -7916353 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61810 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -7916355.500000 Penalty: 5475.524414
	Iteration 28Q: 3 clusters Score -7916356 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61813 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -7916363.000000 Penalty: 5475.524414
	Iteration 29Q: 3 clusters Score -7916363 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61817 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -7916365.000000 Penalty: 5475.524414
	Iteration 30Q: 3 clusters Score -7916365 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61817 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -7916365.500000 Penalty: 5475.524414
	Iteration 31Q: 3 clusters Score -7916366 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61817 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -7916365.500000 Penalty: 5475.524414
	Iteration 32F: 3 clusters Score -7916366 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (26407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26407 members 
Entering Unmasked Estep 
Score: -3326334.750000 Penalty: 2524.983154
	Iteration 0F: 2 clusters Score -3326335 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13105 members 
Mstep: Class 2 contains 13302 members 
Entering Unmasked Estep 
Score: -3308117.000000 Penalty: 5049.966309
	Iteration 0F: 3 clusters Score -3308117 nChanged 11723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12116 members 
Mstep: Class 2 contains 14291 members 
Entering Unmasked Estep 
Score: -3314611.250000 Penalty: 5049.966309
	Iteration 1F: 3 clusters Score -3314611 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11391 members 
Mstep: Class 2 contains 15016 members 
Entering Unmasked Estep 
Score: -3315282.500000 Penalty: 5049.966309
	Iteration 2F: 3 clusters Score -3315282 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10473 members 
Mstep: Class 2 contains 15934 members 
Entering Unmasked Estep 
Score: -3316020.750000 Penalty: 5049.966309
	Iteration 3F: 3 clusters Score -3316021 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 17101 members 
Entering Unmasked Estep 
Score: -3317024.250000 Penalty: 5049.966309
	Iteration 4F: 3 clusters Score -3317024 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 18481 members 
Entering Unmasked Estep 
Score: -3318233.250000 Penalty: 5049.966309
	Iteration 5F: 3 clusters Score -3318233 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 19958 members 
Entering Unmasked Estep 
Score: -3319537.500000 Penalty: 5049.966309
	Iteration 6F: 3 clusters Score -3319538 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 21316 members 
Entering Unmasked Estep 
Score: -3320722.000000 Penalty: 5049.966309
	Iteration 7F: 3 clusters Score -3320722 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 22506 members 
Entering Unmasked Estep 
Score: -3321661.500000 Penalty: 5049.966309
	Iteration 8Q: 3 clusters Score -3321662 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 23468 members 
Entering Unmasked Estep 
Score: -3322410.250000 Penalty: 5049.966309
	Iteration 9Q: 3 clusters Score -3322410 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 24229 members 
Entering Unmasked Estep 
Score: -3322997.750000 Penalty: 5049.966309
	Iteration 10Q: 3 clusters Score -3322998 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 24748 members 
Entering Unmasked Estep 
Score: -3323369.500000 Penalty: 5049.966309
	Iteration 11Q: 3 clusters Score -3323370 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 25113 members 
Entering Unmasked Estep 
Score: -3323637.500000 Penalty: 5049.966309
	Iteration 12Q: 3 clusters Score -3323638 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 25369 members 
Entering Unmasked Estep 
Score: -3323824.250000 Penalty: 5049.966309
	Iteration 13Q: 3 clusters Score -3323824 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 25520 members 
Entering Unmasked Estep 
Score: -3323908.250000 Penalty: 5049.966309
	Iteration 14Q: 3 clusters Score -3323908 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 25627 members 
Entering Unmasked Estep 
Score: -3323991.250000 Penalty: 5049.966309
	Iteration 15Q: 3 clusters Score -3323991 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 25703 members 
Entering Unmasked Estep 
Score: -3324052.750000 Penalty: 5049.966309
	Iteration 16Q: 3 clusters Score -3324053 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 25753 members 
Entering Unmasked Estep 
Score: -3324091.500000 Penalty: 5049.966309
	Iteration 17Q: 3 clusters Score -3324092 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 25779 members 
Entering Unmasked Estep 
Score: -3324106.500000 Penalty: 5049.966309
	Iteration 18Q: 3 clusters Score -3324106 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 25798 members 
Entering Unmasked Estep 
Score: -3324123.750000 Penalty: 5049.966309
	Iteration 19Q: 3 clusters Score -3324124 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 25818 members 
Entering Unmasked Estep 
Score: -3324136.500000 Penalty: 5049.966309
	Iteration 20F: 3 clusters Score -3324136 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 25839 members 
Entering Unmasked Estep 
Score: -3324150.750000 Penalty: 5049.966309
	Iteration 21Q: 3 clusters Score -3324151 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 25852 members 
Entering Unmasked Estep 
Score: -3324159.000000 Penalty: 5049.966309
	Iteration 22Q: 3 clusters Score -3324159 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 25865 members 
Entering Unmasked Estep 
Score: -3324167.250000 Penalty: 5049.966309
	Iteration 23Q: 3 clusters Score -3324167 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 25877 members 
Entering Unmasked Estep 
Score: -3324177.750000 Penalty: 5049.966309
	Iteration 24Q: 3 clusters Score -3324178 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 25888 members 
Entering Unmasked Estep 
Score: -3324190.250000 Penalty: 5049.966309
	Iteration 25Q: 3 clusters Score -3324190 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 25903 members 
Entering Unmasked Estep 
Score: -3324208.750000 Penalty: 5049.966309
	Iteration 26Q: 3 clusters Score -3324209 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 25916 members 
Entering Unmasked Estep 
Score: -3324221.250000 Penalty: 5049.966309
	Iteration 27Q: 3 clusters Score -3324221 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 25924 members 
Entering Unmasked Estep 
Score: -3324231.750000 Penalty: 5049.966309
	Iteration 28Q: 3 clusters Score -3324232 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 25930 members 
Entering Unmasked Estep 
Score: -3324234.500000 Penalty: 5049.966309
	Iteration 29Q: 3 clusters Score -3324234 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 25935 members 
Entering Unmasked Estep 
Score: -3324240.000000 Penalty: 5049.966309
	Iteration 30Q: 3 clusters Score -3324240 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 25940 members 
Entering Unmasked Estep 
Score: -3324247.250000 Penalty: 5049.966309
	Iteration 31Q: 3 clusters Score -3324247 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 25941 members 
Entering Unmasked Estep 
Score: -3324242.750000 Penalty: 5049.966309
	Iteration 32Q: 3 clusters Score -3324243 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 25942 members 
Entering Unmasked Estep 
Score: -3324244.500000 Penalty: 5049.966309
	Iteration 33Q: 3 clusters Score -3324244 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 25943 members 
Entering Unmasked Estep 
Score: -3324244.750000 Penalty: 5049.966309
	Iteration 34Q: 3 clusters Score -3324245 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 25943 members 
Entering Unmasked Estep 
Score: -3324247.750000 Penalty: 5049.966309
	Iteration 35Q: 3 clusters Score -3324248 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 25943 members 
Entering Unmasked Estep 
Score: -3324247.750000 Penalty: 5049.966309
	Iteration 36F: 3 clusters Score -3324248 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (7330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Entering Unmasked Estep 
Score: -916411.687500 Penalty: 2207.133301
	Iteration 0F: 2 clusters Score -916411.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -910442.437500 Penalty: 4414.266602
	Iteration 0F: 3 clusters Score -910442.4 nChanged 2914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -912068.687500 Penalty: 4414.266602
	Iteration 1F: 3 clusters Score -912068.7 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -912394.625000 Penalty: 4414.266602
	Iteration 2F: 3 clusters Score -912394.6 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -912647.250000 Penalty: 4414.266602
	Iteration 3F: 3 clusters Score -912647.2 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -912932.562500 Penalty: 4414.266602
	Iteration 4F: 3 clusters Score -912932.6 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -913289.187500 Penalty: 4414.266602
	Iteration 5F: 3 clusters Score -913289.2 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -913625.375000 Penalty: 4414.266602
	Iteration 6F: 3 clusters Score -913625.4 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -913909.687500 Penalty: 4414.266602
	Iteration 7F: 3 clusters Score -913909.7 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -914167.687500 Penalty: 4414.266602
	Iteration 8Q: 3 clusters Score -914167.7 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -914396.000000 Penalty: 4414.266602
	Iteration 9Q: 3 clusters Score -914396 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -914617.500000 Penalty: 4414.266602
	Iteration 10Q: 3 clusters Score -914617.5 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -914816.375000 Penalty: 4414.266602
	Iteration 11Q: 3 clusters Score -914816.4 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -915014.437500 Penalty: 4414.266602
	Iteration 12Q: 3 clusters Score -915014.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -915221.750000 Penalty: 4414.266602
	Iteration 13Q: 3 clusters Score -915221.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -915395.187500 Penalty: 4414.266602
	Iteration 14Q: 3 clusters Score -915395.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -915591.937500 Penalty: 4414.266602
	Iteration 15Q: 3 clusters Score -915591.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -915772.562500 Penalty: 4414.266602
	Iteration 16Q: 3 clusters Score -915772.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -915898.812500 Penalty: 4414.266602
	Iteration 17Q: 3 clusters Score -915898.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -916024.625000 Penalty: 4414.266602
	Iteration 18Q: 3 clusters Score -916024.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -916099.312500 Penalty: 4414.266602
	Iteration 19Q: 3 clusters Score -916099.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -916127.562500 Penalty: 4414.266602
	Iteration 20F: 3 clusters Score -916127.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -916148.125000 Penalty: 4414.266602
	Iteration 21Q: 3 clusters Score -916148.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -916157.562500 Penalty: 4414.266602
	Iteration 22Q: 3 clusters Score -916157.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -916170.187500 Penalty: 4414.266602
	Iteration 23Q: 3 clusters Score -916170.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -916181.812500 Penalty: 4414.266602
	Iteration 24Q: 3 clusters Score -916181.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -916189.125000 Penalty: 4414.266602
	Iteration 25Q: 3 clusters Score -916189.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -916189.250000 Penalty: 4414.266602
	Iteration 26Q: 3 clusters Score -916189.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -916192.250000 Penalty: 4414.266602
	Iteration 27Q: 3 clusters Score -916192.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -916192.187500 Penalty: 4414.266602
	Iteration 28Q: 3 clusters Score -916192.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -916192.000000 Penalty: 4414.266602
	Iteration 29Q: 3 clusters Score -916192 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -916191.937500 Penalty: 4414.266602
	Iteration 30Q: 3 clusters Score -916191.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -916191.937500 Penalty: 4414.266602
	Iteration 31F: 3 clusters Score -916191.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Entering Unmasked Estep 
Score: -33839.417969 Penalty: 1373.258911
	Iteration 0F: 2 clusters Score -33839.42 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 130 members 
Entering Unmasked Estep 
Score: -32655.966797 Penalty: 2746.517822
	Iteration 0F: 3 clusters Score -32655.97 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -32914.132812 Penalty: 2746.517822
	Iteration 1F: 3 clusters Score -32914.13 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -33058.785156 Penalty: 2746.517822
	Iteration 2F: 3 clusters Score -33058.79 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -33131.515625 Penalty: 2746.517822
	Iteration 3Q: 3 clusters Score -33131.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -33156.773438 Penalty: 2746.517822
	Iteration 4Q: 3 clusters Score -33156.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -33190.210938 Penalty: 2746.517822
	Iteration 5Q: 3 clusters Score -33190.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -33217.656250 Penalty: 2746.517822
	Iteration 6Q: 3 clusters Score -33217.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -33259.722656 Penalty: 2746.517822
	Iteration 7Q: 3 clusters Score -33259.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -33267.167969 Penalty: 2746.517822
	Iteration 8Q: 3 clusters Score -33267.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -33267.167969 Penalty: 2746.517822
	Iteration 9F: 3 clusters Score -33267.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (3583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Entering Unmasked Estep 
Score: -446277.968750 Penalty: 2029.621094
	Iteration 0F: 2 clusters Score -446278 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -442710.812500 Penalty: 4059.242188
	Iteration 0F: 3 clusters Score -442710.8 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -443478.343750 Penalty: 4059.242188
	Iteration 1F: 3 clusters Score -443478.3 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -443626.218750 Penalty: 4059.242188
	Iteration 2F: 3 clusters Score -443626.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -443726.250000 Penalty: 4059.242188
	Iteration 3Q: 3 clusters Score -443726.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -443798.687500 Penalty: 4059.242188
	Iteration 4Q: 3 clusters Score -443798.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -443841.812500 Penalty: 4059.242188
	Iteration 5Q: 3 clusters Score -443841.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -443878.531250 Penalty: 4059.242188
	Iteration 6Q: 3 clusters Score -443878.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -443905.906250 Penalty: 4059.242188
	Iteration 7Q: 3 clusters Score -443905.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -443935.343750 Penalty: 4059.242188
	Iteration 8Q: 3 clusters Score -443935.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -443954.750000 Penalty: 4059.242188
	Iteration 9Q: 3 clusters Score -443954.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -443973.531250 Penalty: 4059.242188
	Iteration 10Q: 3 clusters Score -443973.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -443986.375000 Penalty: 4059.242188
	Iteration 11Q: 3 clusters Score -443986.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -443999.156250 Penalty: 4059.242188
	Iteration 12Q: 3 clusters Score -443999.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -444007.250000 Penalty: 4059.242188
	Iteration 13Q: 3 clusters Score -444007.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -444013.906250 Penalty: 4059.242188
	Iteration 14Q: 3 clusters Score -444013.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -444020.968750 Penalty: 4059.242188
	Iteration 15Q: 3 clusters Score -444021 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -444025.687500 Penalty: 4059.242188
	Iteration 16Q: 3 clusters Score -444025.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -444031.093750 Penalty: 4059.242188
	Iteration 17Q: 3 clusters Score -444031.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -444037.500000 Penalty: 4059.242188
	Iteration 18Q: 3 clusters Score -444037.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -444041.812500 Penalty: 4059.242188
	Iteration 19Q: 3 clusters Score -444041.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -444044.812500 Penalty: 4059.242188
	Iteration 20F: 3 clusters Score -444044.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -444047.500000 Penalty: 4059.242188
	Iteration 21Q: 3 clusters Score -444047.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -444048.718750 Penalty: 4059.242188
	Iteration 22Q: 3 clusters Score -444048.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -444051.312500 Penalty: 4059.242188
	Iteration 23Q: 3 clusters Score -444051.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -444054.218750 Penalty: 4059.242188
	Iteration 24Q: 3 clusters Score -444054.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -444057.000000 Penalty: 4059.242188
	Iteration 25Q: 3 clusters Score -444057 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -444060.281250 Penalty: 4059.242188
	Iteration 26Q: 3 clusters Score -444060.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -444062.343750 Penalty: 4059.242188
	Iteration 27Q: 3 clusters Score -444062.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -444064.531250 Penalty: 4059.242188
	Iteration 28Q: 3 clusters Score -444064.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -444067.593750 Penalty: 4059.242188
	Iteration 29Q: 3 clusters Score -444067.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -444071.156250 Penalty: 4059.242188
	Iteration 30Q: 3 clusters Score -444071.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -444074.750000 Penalty: 4059.242188
	Iteration 31Q: 3 clusters Score -444074.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -444075.687500 Penalty: 4059.242188
	Iteration 32Q: 3 clusters Score -444075.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -444077.250000 Penalty: 4059.242188
	Iteration 33Q: 3 clusters Score -444077.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -444077.031250 Penalty: 4059.242188
	Iteration 34Q: 3 clusters Score -444077 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -444077.531250 Penalty: 4059.242188
	Iteration 35Q: 3 clusters Score -444077.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -444077.781250 Penalty: 4059.242188
	Iteration 36Q: 3 clusters Score -444077.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -444079.156250 Penalty: 4059.242188
	Iteration 37Q: 3 clusters Score -444079.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -444079.156250 Penalty: 4059.242188
	Iteration 38F: 3 clusters Score -444079.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (2934 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Entering Unmasked Estep 
Score: -358552.656250 Penalty: 1980.062256
	Iteration 0F: 2 clusters Score -358552.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -355318.375000 Penalty: 3960.124512
	Iteration 0F: 3 clusters Score -355318.4 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -355955.343750 Penalty: 3960.124512
	Iteration 1F: 3 clusters Score -355955.3 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -356120.562500 Penalty: 3960.124512
	Iteration 2F: 3 clusters Score -356120.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -356235.031250 Penalty: 3960.124512
	Iteration 3Q: 3 clusters Score -356235 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -356336.187500 Penalty: 3960.124512
	Iteration 4Q: 3 clusters Score -356336.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -356428.843750 Penalty: 3960.124512
	Iteration 5Q: 3 clusters Score -356428.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -356529.625000 Penalty: 3960.124512
	Iteration 6Q: 3 clusters Score -356529.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -356603.718750 Penalty: 3960.124512
	Iteration 7Q: 3 clusters Score -356603.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -356653.968750 Penalty: 3960.124512
	Iteration 8Q: 3 clusters Score -356654 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -356709.062500 Penalty: 3960.124512
	Iteration 9Q: 3 clusters Score -356709.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -356764.500000 Penalty: 3960.124512
	Iteration 10Q: 3 clusters Score -356764.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -356810.843750 Penalty: 3960.124512
	Iteration 11Q: 3 clusters Score -356810.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -356848.250000 Penalty: 3960.124512
	Iteration 12Q: 3 clusters Score -356848.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -356893.593750 Penalty: 3960.124512
	Iteration 13Q: 3 clusters Score -356893.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -356953.718750 Penalty: 3960.124512
	Iteration 14Q: 3 clusters Score -356953.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -357020.656250 Penalty: 3960.124512
	Iteration 15Q: 3 clusters Score -357020.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -357096.531250 Penalty: 3960.124512
	Iteration 16Q: 3 clusters Score -357096.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -357140.312500 Penalty: 3960.124512
	Iteration 17Q: 3 clusters Score -357140.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -357183.906250 Penalty: 3960.124512
	Iteration 18Q: 3 clusters Score -357183.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -357217.875000 Penalty: 3960.124512
	Iteration 19Q: 3 clusters Score -357217.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -357245.781250 Penalty: 3960.124512
	Iteration 20F: 3 clusters Score -357245.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -357273.625000 Penalty: 3960.124512
	Iteration 21Q: 3 clusters Score -357273.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -357302.875000 Penalty: 3960.124512
	Iteration 22Q: 3 clusters Score -357302.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -357330.531250 Penalty: 3960.124512
	Iteration 23Q: 3 clusters Score -357330.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -357350.187500 Penalty: 3960.124512
	Iteration 24Q: 3 clusters Score -357350.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -357364.562500 Penalty: 3960.124512
	Iteration 25Q: 3 clusters Score -357364.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -357376.812500 Penalty: 3960.124512
	Iteration 26Q: 3 clusters Score -357376.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -357385.718750 Penalty: 3960.124512
	Iteration 27Q: 3 clusters Score -357385.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -357390.937500 Penalty: 3960.124512
	Iteration 28Q: 3 clusters Score -357390.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -357391.500000 Penalty: 3960.124512
	Iteration 29Q: 3 clusters Score -357391.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -357394.218750 Penalty: 3960.124512
	Iteration 30Q: 3 clusters Score -357394.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -357396.062500 Penalty: 3960.124512
	Iteration 31Q: 3 clusters Score -357396.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -357398.281250 Penalty: 3960.124512
	Iteration 32Q: 3 clusters Score -357398.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -357398.218750 Penalty: 3960.124512
	Iteration 33Q: 3 clusters Score -357398.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -357398.218750 Penalty: 3960.124512
	Iteration 34F: 3 clusters Score -357398.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (19404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19404 members 
Entering Unmasked Estep 
Score: -2543341.500000 Penalty: 2448.562256
	Iteration 0F: 2 clusters Score -2543342 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -2529724.000000 Penalty: 4897.124512
	Iteration 0F: 3 clusters Score -2529724 nChanged 8497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -2534273.250000 Penalty: 4897.124512
	Iteration 1F: 3 clusters Score -2534273 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9472 members 
Mstep: Class 2 contains 9932 members 
Entering Unmasked Estep 
Score: -2534716.500000 Penalty: 4897.124512
	Iteration 2F: 3 clusters Score -2534716 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 9998 members 
Entering Unmasked Estep 
Score: -2535092.000000 Penalty: 4897.124512
	Iteration 3Q: 3 clusters Score -2535092 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
Score: -2535486.000000 Penalty: 4897.124512
	Iteration 4Q: 3 clusters Score -2535486 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 10163 members 
Entering Unmasked Estep 
Score: -2535922.500000 Penalty: 4897.124512
	Iteration 5Q: 3 clusters Score -2535922 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 10328 members 
Entering Unmasked Estep 
Score: -2536384.000000 Penalty: 4897.124512
	Iteration 6Q: 3 clusters Score -2536384 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 10595 members 
Entering Unmasked Estep 
Score: -2536969.750000 Penalty: 4897.124512
	Iteration 7Q: 3 clusters Score -2536970 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -2537683.750000 Penalty: 4897.124512
	Iteration 8F: 3 clusters Score -2537684 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 11313 members 
Entering Unmasked Estep 
Score: -2538508.500000 Penalty: 4897.124512
	Iteration 9F: 3 clusters Score -2538508 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 11643 members 
Entering Unmasked Estep 
Score: -2539225.000000 Penalty: 4897.124512
	Iteration 10F: 3 clusters Score -2539225 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 11915 members 
Entering Unmasked Estep 
Score: -2539708.250000 Penalty: 4897.124512
	Iteration 11Q: 3 clusters Score -2539708 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 12113 members 
Entering Unmasked Estep 
Score: -2539951.000000 Penalty: 4897.124512
	Iteration 12Q: 3 clusters Score -2539951 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 12279 members 
Entering Unmasked Estep 
Score: -2540071.000000 Penalty: 4897.124512
	Iteration 13Q: 3 clusters Score -2540071 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 12432 members 
Entering Unmasked Estep 
Score: -2540159.750000 Penalty: 4897.124512
	Iteration 14Q: 3 clusters Score -2540160 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 12566 members 
Entering Unmasked Estep 
Score: -2540234.250000 Penalty: 4897.124512
	Iteration 15Q: 3 clusters Score -2540234 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 12674 members 
Entering Unmasked Estep 
Score: -2540300.250000 Penalty: 4897.124512
	Iteration 16Q: 3 clusters Score -2540300 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 12791 members 
Entering Unmasked Estep 
Score: -2540355.750000 Penalty: 4897.124512
	Iteration 17Q: 3 clusters Score -2540356 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 12894 members 
Entering Unmasked Estep 
Score: -2540399.250000 Penalty: 4897.124512
	Iteration 18Q: 3 clusters Score -2540399 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 12981 members 
Entering Unmasked Estep 
Score: -2540424.750000 Penalty: 4897.124512
	Iteration 19Q: 3 clusters Score -2540425 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 13076 members 
Entering Unmasked Estep 
Score: -2540453.250000 Penalty: 4897.124512
	Iteration 20F: 3 clusters Score -2540453 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 13172 members 
Entering Unmasked Estep 
Score: -2540487.750000 Penalty: 4897.124512
	Iteration 21Q: 3 clusters Score -2540488 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 13254 members 
Entering Unmasked Estep 
Score: -2540500.000000 Penalty: 4897.124512
	Iteration 22Q: 3 clusters Score -2540500 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 13339 members 
Entering Unmasked Estep 
Score: -2540521.500000 Penalty: 4897.124512
	Iteration 23Q: 3 clusters Score -2540522 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 13418 members 
Entering Unmasked Estep 
Score: -2540542.500000 Penalty: 4897.124512
	Iteration 24Q: 3 clusters Score -2540542 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 13512 members 
Entering Unmasked Estep 
Score: -2540555.000000 Penalty: 4897.124512
	Iteration 25Q: 3 clusters Score -2540555 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 13603 members 
Entering Unmasked Estep 
Score: -2540584.250000 Penalty: 4897.124512
	Iteration 26Q: 3 clusters Score -2540584 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 13696 members 
Entering Unmasked Estep 
Score: -2540617.250000 Penalty: 4897.124512
	Iteration 27Q: 3 clusters Score -2540617 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 13790 members 
Entering Unmasked Estep 
Score: -2540635.250000 Penalty: 4897.124512
	Iteration 28Q: 3 clusters Score -2540635 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 13875 members 
Entering Unmasked Estep 
Score: -2540651.250000 Penalty: 4897.124512
	Iteration 29Q: 3 clusters Score -2540651 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 13969 members 
Entering Unmasked Estep 
Score: -2540665.250000 Penalty: 4897.124512
	Iteration 30Q: 3 clusters Score -2540665 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 14069 members 
Entering Unmasked Estep 
Score: -2540693.000000 Penalty: 4897.124512
	Iteration 31Q: 3 clusters Score -2540693 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 14158 members 
Entering Unmasked Estep 
Score: -2540717.250000 Penalty: 4897.124512
	Iteration 32Q: 3 clusters Score -2540717 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 14249 members 
Entering Unmasked Estep 
Score: -2540742.750000 Penalty: 4897.124512
	Iteration 33Q: 3 clusters Score -2540743 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 14331 members 
Entering Unmasked Estep 
Score: -2540755.250000 Penalty: 4897.124512
	Iteration 34Q: 3 clusters Score -2540755 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 14409 members 
Entering Unmasked Estep 
Score: -2540769.500000 Penalty: 4897.124512
	Iteration 35Q: 3 clusters Score -2540770 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 14487 members 
Entering Unmasked Estep 
Score: -2540785.250000 Penalty: 4897.124512
	Iteration 36Q: 3 clusters Score -2540785 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 14566 members 
Entering Unmasked Estep 
Score: -2540799.000000 Penalty: 4897.124512
	Iteration 37Q: 3 clusters Score -2540799 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 14654 members 
Entering Unmasked Estep 
Score: -2540829.750000 Penalty: 4897.124512
	Iteration 38Q: 3 clusters Score -2540830 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 14744 members 
Entering Unmasked Estep 
Score: -2540847.000000 Penalty: 4897.124512
	Iteration 39Q: 3 clusters Score -2540847 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 14841 members 
Entering Unmasked Estep 
Score: -2540863.250000 Penalty: 4897.124512
	Iteration 40F: 3 clusters Score -2540863 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 14926 members 
Entering Unmasked Estep 
Score: -2540887.750000 Penalty: 4897.124512
	Iteration 41Q: 3 clusters Score -2540888 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 15019 members 
Entering Unmasked Estep 
Score: -2540908.500000 Penalty: 4897.124512
	Iteration 42Q: 3 clusters Score -2540908 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 15120 members 
Entering Unmasked Estep 
Score: -2540923.500000 Penalty: 4897.124512
	Iteration 43Q: 3 clusters Score -2540924 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 15214 members 
Entering Unmasked Estep 
Score: -2540943.750000 Penalty: 4897.124512
	Iteration 44Q: 3 clusters Score -2540944 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 15307 members 
Entering Unmasked Estep 
Score: -2540969.250000 Penalty: 4897.124512
	Iteration 45Q: 3 clusters Score -2540969 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 15396 members 
Entering Unmasked Estep 
Score: -2540985.750000 Penalty: 4897.124512
	Iteration 46Q: 3 clusters Score -2540986 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 15468 members 
Entering Unmasked Estep 
Score: -2541001.000000 Penalty: 4897.124512
	Iteration 47Q: 3 clusters Score -2541001 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 15527 members 
Entering Unmasked Estep 
Score: -2541014.500000 Penalty: 4897.124512
	Iteration 48Q: 3 clusters Score -2541014 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 15590 members 
Entering Unmasked Estep 
Score: -2541027.500000 Penalty: 4897.124512
	Iteration 49Q: 3 clusters Score -2541028 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 15646 members 
Entering Unmasked Estep 
Score: -2541034.500000 Penalty: 4897.124512
	Iteration 50Q: 3 clusters Score -2541034 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 15699 members 
Entering Unmasked Estep 
Score: -2541052.250000 Penalty: 4897.124512
	Iteration 51Q: 3 clusters Score -2541052 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 15766 members 
Entering Unmasked Estep 
Score: -2541074.250000 Penalty: 4897.124512
	Iteration 52Q: 3 clusters Score -2541074 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 15830 members 
Entering Unmasked Estep 
Score: -2541093.250000 Penalty: 4897.124512
	Iteration 53Q: 3 clusters Score -2541093 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 15883 members 
Entering Unmasked Estep 
Score: -2541101.000000 Penalty: 4897.124512
	Iteration 54Q: 3 clusters Score -2541101 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 15931 members 
Entering Unmasked Estep 
Score: -2541104.250000 Penalty: 4897.124512
	Iteration 55Q: 3 clusters Score -2541104 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 15980 members 
Entering Unmasked Estep 
Score: -2541113.000000 Penalty: 4897.124512
	Iteration 56Q: 3 clusters Score -2541113 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 16026 members 
Entering Unmasked Estep 
Score: -2541121.750000 Penalty: 4897.124512
	Iteration 57Q: 3 clusters Score -2541122 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 16065 members 
Entering Unmasked Estep 
Score: -2541122.000000 Penalty: 4897.124512
	Iteration 58Q: 3 clusters Score -2541122 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 16090 members 
Entering Unmasked Estep 
Score: -2541130.750000 Penalty: 4897.124512
	Iteration 59Q: 3 clusters Score -2541131 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 16116 members 
Entering Unmasked Estep 
Score: -2541140.250000 Penalty: 4897.124512
	Iteration 60F: 3 clusters Score -2541140 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 16140 members 
Entering Unmasked Estep 
Score: -2541142.500000 Penalty: 4897.124512
	Iteration 61Q: 3 clusters Score -2541142 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 16162 members 
Entering Unmasked Estep 
Score: -2541144.500000 Penalty: 4897.124512
	Iteration 62Q: 3 clusters Score -2541144 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 16192 members 
Entering Unmasked Estep 
Score: -2541146.500000 Penalty: 4897.124512
	Iteration 63Q: 3 clusters Score -2541146 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 16220 members 
Entering Unmasked Estep 
Score: -2541158.250000 Penalty: 4897.124512
	Iteration 64Q: 3 clusters Score -2541158 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 16238 members 
Entering Unmasked Estep 
Score: -2541159.000000 Penalty: 4897.124512
	Iteration 65Q: 3 clusters Score -2541159 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 16259 members 
Entering Unmasked Estep 
Score: -2541162.250000 Penalty: 4897.124512
	Iteration 66Q: 3 clusters Score -2541162 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 16275 members 
Entering Unmasked Estep 
Score: -2541167.500000 Penalty: 4897.124512
	Iteration 67Q: 3 clusters Score -2541168 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 16293 members 
Entering Unmasked Estep 
Score: -2541169.000000 Penalty: 4897.124512
	Iteration 68Q: 3 clusters Score -2541169 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 16311 members 
Entering Unmasked Estep 
Score: -2541175.500000 Penalty: 4897.124512
	Iteration 69Q: 3 clusters Score -2541176 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 16336 members 
Entering Unmasked Estep 
Score: -2541184.000000 Penalty: 4897.124512
	Iteration 70Q: 3 clusters Score -2541184 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 16363 members 
Entering Unmasked Estep 
Score: -2541180.000000 Penalty: 4897.124512
	Iteration 71Q: 3 clusters Score -2541180 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 16383 members 
Entering Unmasked Estep 
Score: -2541180.000000 Penalty: 4897.124512
	Iteration 72Q: 3 clusters Score -2541180 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 16399 members 
Entering Unmasked Estep 
Score: -2541184.500000 Penalty: 4897.124512
	Iteration 73Q: 3 clusters Score -2541184 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 16414 members 
Entering Unmasked Estep 
Score: -2541185.250000 Penalty: 4897.124512
	Iteration 74Q: 3 clusters Score -2541185 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 16430 members 
Entering Unmasked Estep 
Score: -2541186.750000 Penalty: 4897.124512
	Iteration 75Q: 3 clusters Score -2541187 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 16446 members 
Entering Unmasked Estep 
Score: -2541183.750000 Penalty: 4897.124512
	Iteration 76Q: 3 clusters Score -2541184 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 16459 members 
Entering Unmasked Estep 
Score: -2541190.000000 Penalty: 4897.124512
	Iteration 77Q: 3 clusters Score -2541190 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 16468 members 
Entering Unmasked Estep 
Score: -2541194.500000 Penalty: 4897.124512
	Iteration 78Q: 3 clusters Score -2541194 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 16477 members 
Entering Unmasked Estep 
Score: -2541192.750000 Penalty: 4897.124512
	Iteration 79Q: 3 clusters Score -2541193 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 16479 members 
Entering Unmasked Estep 
Score: -2541194.250000 Penalty: 4897.124512
	Iteration 80F: 3 clusters Score -2541194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 16481 members 
Entering Unmasked Estep 
Score: -2541198.000000 Penalty: 4897.124512
	Iteration 81Q: 3 clusters Score -2541198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 16484 members 
Entering Unmasked Estep 
Score: -2541198.250000 Penalty: 4897.124512
	Iteration 82Q: 3 clusters Score -2541198 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 16490 members 
Entering Unmasked Estep 
Score: -2541197.500000 Penalty: 4897.124512
	Iteration 83Q: 3 clusters Score -2541198 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 16506 members 
Entering Unmasked Estep 
Score: -2541203.250000 Penalty: 4897.124512
	Iteration 84Q: 3 clusters Score -2541203 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 16519 members 
Entering Unmasked Estep 
Score: -2541209.000000 Penalty: 4897.124512
	Iteration 85Q: 3 clusters Score -2541209 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 16527 members 
Entering Unmasked Estep 
Score: -2541206.000000 Penalty: 4897.124512
	Iteration 86Q: 3 clusters Score -2541206 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 16534 members 
Entering Unmasked Estep 
Score: -2541202.750000 Penalty: 4897.124512
	Iteration 87Q: 3 clusters Score -2541203 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 16544 members 
Entering Unmasked Estep 
Score: -2541203.500000 Penalty: 4897.124512
	Iteration 88Q: 3 clusters Score -2541204 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 16550 members 
Entering Unmasked Estep 
Score: -2541208.250000 Penalty: 4897.124512
	Iteration 89Q: 3 clusters Score -2541208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 16553 members 
Entering Unmasked Estep 
Score: -2541209.000000 Penalty: 4897.124512
	Iteration 90Q: 3 clusters Score -2541209 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 16556 members 
Entering Unmasked Estep 
Score: -2541214.000000 Penalty: 4897.124512
	Iteration 91Q: 3 clusters Score -2541214 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 16557 members 
Entering Unmasked Estep 
Score: -2541217.250000 Penalty: 4897.124512
	Iteration 92Q: 3 clusters Score -2541217 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 16559 members 
Entering Unmasked Estep 
Score: -2541218.500000 Penalty: 4897.124512
	Iteration 93Q: 3 clusters Score -2541218 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 16562 members 
Entering Unmasked Estep 
Score: -2541217.250000 Penalty: 4897.124512
	Iteration 94Q: 3 clusters Score -2541217 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 16564 members 
Entering Unmasked Estep 
Score: -2541214.000000 Penalty: 4897.124512
	Iteration 95Q: 3 clusters Score -2541214 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 16564 members 
Entering Unmasked Estep 
Score: -2541214.000000 Penalty: 4897.124512
	Iteration 96F: 3 clusters Score -2541214 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (11094 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11094 members 
Entering Unmasked Estep 
Score: -1395378.125000 Penalty: 2309.911621
	Iteration 0F: 2 clusters Score -1395378 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -1387054.000000 Penalty: 4619.823242
	Iteration 0F: 3 clusters Score -1387054 nChanged 4632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -1389582.000000 Penalty: 4619.823242
	Iteration 1F: 3 clusters Score -1389582 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -1390052.250000 Penalty: 4619.823242
	Iteration 2F: 3 clusters Score -1390052 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -1390423.875000 Penalty: 4619.823242
	Iteration 3F: 3 clusters Score -1390424 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -1390706.875000 Penalty: 4619.823242
	Iteration 4F: 3 clusters Score -1390707 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -1390959.625000 Penalty: 4619.823242
	Iteration 5Q: 3 clusters Score -1390960 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -1391245.250000 Penalty: 4619.823242
	Iteration 6Q: 3 clusters Score -1391245 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -1391567.000000 Penalty: 4619.823242
	Iteration 7Q: 3 clusters Score -1391567 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -1391955.125000 Penalty: 4619.823242
	Iteration 8Q: 3 clusters Score -1391955 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -1392375.750000 Penalty: 4619.823242
	Iteration 9Q: 3 clusters Score -1392376 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -1392749.000000 Penalty: 4619.823242
	Iteration 10Q: 3 clusters Score -1392749 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -1393053.375000 Penalty: 4619.823242
	Iteration 11Q: 3 clusters Score -1393053 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -1393262.250000 Penalty: 4619.823242
	Iteration 12Q: 3 clusters Score -1393262 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -1393372.000000 Penalty: 4619.823242
	Iteration 13Q: 3 clusters Score -1393372 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -1393428.125000 Penalty: 4619.823242
	Iteration 14Q: 3 clusters Score -1393428 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -1393468.625000 Penalty: 4619.823242
	Iteration 15Q: 3 clusters Score -1393469 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -1393502.000000 Penalty: 4619.823242
	Iteration 16Q: 3 clusters Score -1393502 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -1393524.875000 Penalty: 4619.823242
	Iteration 17Q: 3 clusters Score -1393525 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -1393539.000000 Penalty: 4619.823242
	Iteration 18Q: 3 clusters Score -1393539 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -1393552.500000 Penalty: 4619.823242
	Iteration 19Q: 3 clusters Score -1393552 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -1393563.625000 Penalty: 4619.823242
	Iteration 20F: 3 clusters Score -1393564 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -1393569.625000 Penalty: 4619.823242
	Iteration 21Q: 3 clusters Score -1393570 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -1393575.625000 Penalty: 4619.823242
	Iteration 22Q: 3 clusters Score -1393576 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -1393576.000000 Penalty: 4619.823242
	Iteration 23Q: 3 clusters Score -1393576 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -1393579.000000 Penalty: 4619.823242
	Iteration 24Q: 3 clusters Score -1393579 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -1393574.625000 Penalty: 4619.823242
	Iteration 25Q: 3 clusters Score -1393575 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -1393581.375000 Penalty: 4619.823242
	Iteration 26Q: 3 clusters Score -1393581 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -1393584.750000 Penalty: 4619.823242
	Iteration 27Q: 3 clusters Score -1393585 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -1393590.500000 Penalty: 4619.823242
	Iteration 28Q: 3 clusters Score -1393590 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -1393585.250000 Penalty: 4619.823242
	Iteration 29Q: 3 clusters Score -1393585 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -1393589.000000 Penalty: 4619.823242
	Iteration 30Q: 3 clusters Score -1393589 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -1393588.000000 Penalty: 4619.823242
	Iteration 31Q: 3 clusters Score -1393588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -1393588.375000 Penalty: 4619.823242
	Iteration 32Q: 3 clusters Score -1393588 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -1393591.000000 Penalty: 4619.823242
	Iteration 33Q: 3 clusters Score -1393591 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -1393590.375000 Penalty: 4619.823242
	Iteration 34Q: 3 clusters Score -1393590 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -1393591.500000 Penalty: 4619.823242
	Iteration 35Q: 3 clusters Score -1393592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -1393591.000000 Penalty: 4619.823242
	Iteration 36Q: 3 clusters Score -1393591 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -1393592.750000 Penalty: 4619.823242
	Iteration 37Q: 3 clusters Score -1393593 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -1393595.500000 Penalty: 4619.823242
	Iteration 38Q: 3 clusters Score -1393596 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -1393597.250000 Penalty: 4619.823242
	Iteration 39Q: 3 clusters Score -1393597 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -1393594.125000 Penalty: 4619.823242
	Iteration 40F: 3 clusters Score -1393594 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -1393594.500000 Penalty: 4619.823242
	Iteration 41Q: 3 clusters Score -1393594 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -1393595.125000 Penalty: 4619.823242
	Iteration 42Q: 3 clusters Score -1393595 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -1393596.500000 Penalty: 4619.823242
	Iteration 43Q: 3 clusters Score -1393596 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -1393597.125000 Penalty: 4619.823242
	Iteration 44Q: 3 clusters Score -1393597 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -1393596.000000 Penalty: 4619.823242
	Iteration 45Q: 3 clusters Score -1393596 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -1393596.000000 Penalty: 4619.823242
	Iteration 46F: 3 clusters Score -1393596 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Entering Unmasked Estep 
Score: -29235.667969 Penalty: 1531.614990
	Iteration 0F: 2 clusters Score -29235.67 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 233 members 
Entering Unmasked Estep 
Score: -27948.119141 Penalty: 3063.229980
	Iteration 0F: 3 clusters Score -27948.12 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -28379.183594 Penalty: 3063.229980
	Iteration 1F: 3 clusters Score -28379.18 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -28537.970703 Penalty: 3063.229980
	Iteration 2F: 3 clusters Score -28537.97 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -28655.201172 Penalty: 3063.229980
	Iteration 3F: 3 clusters Score -28655.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -28752.173828 Penalty: 3063.229980
	Iteration 4F: 3 clusters Score -28752.17 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -28797.908203 Penalty: 3063.229980
	Iteration 5Q: 3 clusters Score -28797.91 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -28818.947266 Penalty: 3063.229980
	Iteration 6Q: 3 clusters Score -28818.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -28840.886719 Penalty: 3063.229980
	Iteration 7Q: 3 clusters Score -28840.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -28884.335938 Penalty: 3063.229980
	Iteration 8Q: 3 clusters Score -28884.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -28910.628906 Penalty: 3063.229980
	Iteration 9Q: 3 clusters Score -28910.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -28935.498047 Penalty: 3063.229980
	Iteration 10Q: 3 clusters Score -28935.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -28942.240234 Penalty: 3063.229980
	Iteration 11Q: 3 clusters Score -28942.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -28942.240234 Penalty: 3063.229980
	Iteration 12F: 3 clusters Score -28942.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (2847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Entering Unmasked Estep 
Score: -354475.125000 Penalty: 1972.597168
	Iteration 0F: 2 clusters Score -354475.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -351327.750000 Penalty: 3945.194336
	Iteration 0F: 3 clusters Score -351327.8 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -351933.906250 Penalty: 3945.194336
	Iteration 1F: 3 clusters Score -351933.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -352063.500000 Penalty: 3945.194336
	Iteration 2F: 3 clusters Score -352063.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -352151.125000 Penalty: 3945.194336
	Iteration 3Q: 3 clusters Score -352151.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -352209.687500 Penalty: 3945.194336
	Iteration 4Q: 3 clusters Score -352209.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -352243.375000 Penalty: 3945.194336
	Iteration 5Q: 3 clusters Score -352243.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -352273.468750 Penalty: 3945.194336
	Iteration 6Q: 3 clusters Score -352273.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -352308.781250 Penalty: 3945.194336
	Iteration 7Q: 3 clusters Score -352308.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -352348.031250 Penalty: 3945.194336
	Iteration 8Q: 3 clusters Score -352348 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -352376.187500 Penalty: 3945.194336
	Iteration 9Q: 3 clusters Score -352376.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -352402.218750 Penalty: 3945.194336
	Iteration 10Q: 3 clusters Score -352402.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -352426.937500 Penalty: 3945.194336
	Iteration 11Q: 3 clusters Score -352426.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -352442.500000 Penalty: 3945.194336
	Iteration 12Q: 3 clusters Score -352442.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -352456.750000 Penalty: 3945.194336
	Iteration 13Q: 3 clusters Score -352456.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -352469.062500 Penalty: 3945.194336
	Iteration 14Q: 3 clusters Score -352469.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -352487.062500 Penalty: 3945.194336
	Iteration 15Q: 3 clusters Score -352487.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -352507.375000 Penalty: 3945.194336
	Iteration 16Q: 3 clusters Score -352507.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -352528.750000 Penalty: 3945.194336
	Iteration 17Q: 3 clusters Score -352528.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -352545.843750 Penalty: 3945.194336
	Iteration 18Q: 3 clusters Score -352545.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -352559.906250 Penalty: 3945.194336
	Iteration 19Q: 3 clusters Score -352559.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -352574.468750 Penalty: 3945.194336
	Iteration 20F: 3 clusters Score -352574.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -352587.218750 Penalty: 3945.194336
	Iteration 21Q: 3 clusters Score -352587.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -352597.906250 Penalty: 3945.194336
	Iteration 22Q: 3 clusters Score -352597.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -352606.968750 Penalty: 3945.194336
	Iteration 23Q: 3 clusters Score -352607 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -352615.843750 Penalty: 3945.194336
	Iteration 24Q: 3 clusters Score -352615.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -352629.875000 Penalty: 3945.194336
	Iteration 25Q: 3 clusters Score -352629.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -352646.343750 Penalty: 3945.194336
	Iteration 26Q: 3 clusters Score -352646.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -352666.000000 Penalty: 3945.194336
	Iteration 27Q: 3 clusters Score -352666 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -352690.781250 Penalty: 3945.194336
	Iteration 28Q: 3 clusters Score -352690.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -352713.156250 Penalty: 3945.194336
	Iteration 29Q: 3 clusters Score -352713.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -352733.687500 Penalty: 3945.194336
	Iteration 30Q: 3 clusters Score -352733.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -352752.812500 Penalty: 3945.194336
	Iteration 31Q: 3 clusters Score -352752.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -352770.000000 Penalty: 3945.194336
	Iteration 32Q: 3 clusters Score -352770 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -352779.968750 Penalty: 3945.194336
	Iteration 33Q: 3 clusters Score -352780 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -352786.781250 Penalty: 3945.194336
	Iteration 34Q: 3 clusters Score -352786.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -352795.093750 Penalty: 3945.194336
	Iteration 35Q: 3 clusters Score -352795.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -352804.343750 Penalty: 3945.194336
	Iteration 36Q: 3 clusters Score -352804.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -352812.406250 Penalty: 3945.194336
	Iteration 37Q: 3 clusters Score -352812.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -352818.656250 Penalty: 3945.194336
	Iteration 38Q: 3 clusters Score -352818.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -352828.187500 Penalty: 3945.194336
	Iteration 39Q: 3 clusters Score -352828.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -352838.343750 Penalty: 3945.194336
	Iteration 40F: 3 clusters Score -352838.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -352851.375000 Penalty: 3945.194336
	Iteration 41Q: 3 clusters Score -352851.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -352867.812500 Penalty: 3945.194336
	Iteration 42Q: 3 clusters Score -352867.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -352884.375000 Penalty: 3945.194336
	Iteration 43Q: 3 clusters Score -352884.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -352900.093750 Penalty: 3945.194336
	Iteration 44Q: 3 clusters Score -352900.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -352916.218750 Penalty: 3945.194336
	Iteration 45Q: 3 clusters Score -352916.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -352926.937500 Penalty: 3945.194336
	Iteration 46Q: 3 clusters Score -352926.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -352940.375000 Penalty: 3945.194336
	Iteration 47Q: 3 clusters Score -352940.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -352953.406250 Penalty: 3945.194336
	Iteration 48Q: 3 clusters Score -352953.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -352960.031250 Penalty: 3945.194336
	Iteration 49Q: 3 clusters Score -352960 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -352967.531250 Penalty: 3945.194336
	Iteration 50Q: 3 clusters Score -352967.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -352977.937500 Penalty: 3945.194336
	Iteration 51Q: 3 clusters Score -352977.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -352985.843750 Penalty: 3945.194336
	Iteration 52Q: 3 clusters Score -352985.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -352990.312500 Penalty: 3945.194336
	Iteration 53Q: 3 clusters Score -352990.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -352994.093750 Penalty: 3945.194336
	Iteration 54Q: 3 clusters Score -352994.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -352996.500000 Penalty: 3945.194336
	Iteration 55Q: 3 clusters Score -352996.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -352996.500000 Penalty: 3945.194336
	Iteration 56F: 3 clusters Score -352996.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Entering Unmasked Estep 
Score: -67102.507812 Penalty: 1518.378174
	Iteration 0F: 2 clusters Score -67102.51 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 246 members 
Entering Unmasked Estep 
Score: -65781.351562 Penalty: 3036.756348
	Iteration 0F: 3 clusters Score -65781.35 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -66469.015625 Penalty: 3036.756348
	Iteration 1F: 3 clusters Score -66469.02 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -66698.929688 Penalty: 3036.756348
	Iteration 2F: 3 clusters Score -66698.93 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -66900.750000 Penalty: 3036.756348
	Iteration 3F: 3 clusters Score -66900.75 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -67021.523438 Penalty: 3036.756348
	Iteration 4Q: 3 clusters Score -67021.52 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -67067.320312 Penalty: 3036.756348
	Iteration 5Q: 3 clusters Score -67067.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -67069.242188 Penalty: 3036.756348
	Iteration 6Q: 3 clusters Score -67069.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -67072.195312 Penalty: 3036.756348
	Iteration 7Q: 3 clusters Score -67072.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -67077.015625 Penalty: 3036.756348
	Iteration 8Q: 3 clusters Score -67077.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -67077.015625 Penalty: 3036.756348
	Iteration 9F: 3 clusters Score -67077.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (10450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10450 members 
Entering Unmasked Estep 
Score: -1318415.000000 Penalty: 2295.080566
	Iteration 0F: 2 clusters Score -1318415 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -1310544.875000 Penalty: 4590.161133
	Iteration 0F: 3 clusters Score -1310545 nChanged 4252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -1312799.500000 Penalty: 4590.161133
	Iteration 1F: 3 clusters Score -1312800 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -1313085.625000 Penalty: 4590.161133
	Iteration 2F: 3 clusters Score -1313086 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -1313307.500000 Penalty: 4590.161133
	Iteration 3Q: 3 clusters Score -1313308 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -1313495.750000 Penalty: 4590.161133
	Iteration 4Q: 3 clusters Score -1313496 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -1313710.500000 Penalty: 4590.161133
	Iteration 5Q: 3 clusters Score -1313710 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -1313981.750000 Penalty: 4590.161133
	Iteration 6Q: 3 clusters Score -1313982 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -1314299.250000 Penalty: 4590.161133
	Iteration 7Q: 3 clusters Score -1314299 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -1314627.625000 Penalty: 4590.161133
	Iteration 8Q: 3 clusters Score -1314628 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -1314974.750000 Penalty: 4590.161133
	Iteration 9Q: 3 clusters Score -1314975 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -1315323.375000 Penalty: 4590.161133
	Iteration 10Q: 3 clusters Score -1315323 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -1315673.750000 Penalty: 4590.161133
	Iteration 11Q: 3 clusters Score -1315674 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -1316006.500000 Penalty: 4590.161133
	Iteration 12Q: 3 clusters Score -1316006 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -1316226.250000 Penalty: 4590.161133
	Iteration 13Q: 3 clusters Score -1316226 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -1316381.750000 Penalty: 4590.161133
	Iteration 14Q: 3 clusters Score -1316382 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -1316477.875000 Penalty: 4590.161133
	Iteration 15Q: 3 clusters Score -1316478 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -1316536.875000 Penalty: 4590.161133
	Iteration 16Q: 3 clusters Score -1316537 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -1316575.750000 Penalty: 4590.161133
	Iteration 17Q: 3 clusters Score -1316576 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -1316593.875000 Penalty: 4590.161133
	Iteration 18Q: 3 clusters Score -1316594 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -1316609.250000 Penalty: 4590.161133
	Iteration 19Q: 3 clusters Score -1316609 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -1316614.625000 Penalty: 4590.161133
	Iteration 20F: 3 clusters Score -1316615 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -1316625.250000 Penalty: 4590.161133
	Iteration 21Q: 3 clusters Score -1316625 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -1316630.500000 Penalty: 4590.161133
	Iteration 22Q: 3 clusters Score -1316630 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -1316634.375000 Penalty: 4590.161133
	Iteration 23Q: 3 clusters Score -1316634 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -1316640.500000 Penalty: 4590.161133
	Iteration 24Q: 3 clusters Score -1316640 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -1316645.750000 Penalty: 4590.161133
	Iteration 25Q: 3 clusters Score -1316646 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -1316644.625000 Penalty: 4590.161133
	Iteration 26Q: 3 clusters Score -1316645 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -1316650.000000 Penalty: 4590.161133
	Iteration 27Q: 3 clusters Score -1316650 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -1316650.125000 Penalty: 4590.161133
	Iteration 28Q: 3 clusters Score -1316650 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -1316652.250000 Penalty: 4590.161133
	Iteration 29Q: 3 clusters Score -1316652 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -1316654.125000 Penalty: 4590.161133
	Iteration 30Q: 3 clusters Score -1316654 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -1316656.625000 Penalty: 4590.161133
	Iteration 31Q: 3 clusters Score -1316657 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -1316656.625000 Penalty: 4590.161133
	Iteration 32F: 3 clusters Score -1316657 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Entering Unmasked Estep 
Score: -27638.539062 Penalty: 1395.650024
	Iteration 0F: 2 clusters Score -27638.54 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 152 members 
Entering Unmasked Estep 
Score: -26482.263672 Penalty: 2791.300049
	Iteration 0F: 3 clusters Score -26482.26 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -26677.501953 Penalty: 2791.300049
	Iteration 1F: 3 clusters Score -26677.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -26770.650391 Penalty: 2791.300049
	Iteration 2F: 3 clusters Score -26770.65 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -26822.748047 Penalty: 2791.300049
	Iteration 3Q: 3 clusters Score -26822.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -26856.966797 Penalty: 2791.300049
	Iteration 4Q: 3 clusters Score -26856.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -26949.429688 Penalty: 2791.300049
	Iteration 5Q: 3 clusters Score -26949.43 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -27028.697266 Penalty: 2791.300049
	Iteration 6Q: 3 clusters Score -27028.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -27097.328125 Penalty: 2791.300049
	Iteration 7Q: 3 clusters Score -27097.33 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -27177.728516 Penalty: 2791.300049
	Iteration 8Q: 3 clusters Score -27177.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -27191.775391 Penalty: 2791.300049
	Iteration 9Q: 3 clusters Score -27191.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -27216.205078 Penalty: 2791.300049
	Iteration 10Q: 3 clusters Score -27216.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -27271.580078 Penalty: 2791.300049
	Iteration 11Q: 3 clusters Score -27271.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -27310.240234 Penalty: 2791.300049
	Iteration 12Q: 3 clusters Score -27310.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -27313.128906 Penalty: 2791.300049
	Iteration 13F: 3 clusters Score -27313.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -27315.496094 Penalty: 2791.300049
	Iteration 14Q: 3 clusters Score -27315.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -27315.496094 Penalty: 2791.300049
	Iteration 15F: 3 clusters Score -27315.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (27567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27567 members 
Entering Unmasked Estep 
Score: -3509642.250000 Penalty: 2535.645020
	Iteration 0F: 2 clusters Score -3509642 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13698 members 
Mstep: Class 2 contains 13869 members 
Entering Unmasked Estep 
Score: -3490878.750000 Penalty: 5071.290039
	Iteration 0F: 3 clusters Score -3490879 nChanged 12284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13270 members 
Mstep: Class 2 contains 14297 members 
Entering Unmasked Estep 
Score: -3497525.500000 Penalty: 5071.290039
	Iteration 1F: 3 clusters Score -3497526 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13075 members 
Mstep: Class 2 contains 14492 members 
Entering Unmasked Estep 
Score: -3498008.750000 Penalty: 5071.290039
	Iteration 2F: 3 clusters Score -3498009 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12882 members 
Mstep: Class 2 contains 14685 members 
Entering Unmasked Estep 
Score: -3498504.750000 Penalty: 5071.290039
	Iteration 3Q: 3 clusters Score -3498505 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12619 members 
Mstep: Class 2 contains 14948 members 
Entering Unmasked Estep 
Score: -3498993.250000 Penalty: 5071.290039
	Iteration 4Q: 3 clusters Score -3498993 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12244 members 
Mstep: Class 2 contains 15323 members 
Entering Unmasked Estep 
Score: -3499595.750000 Penalty: 5071.290039
	Iteration 5Q: 3 clusters Score -3499596 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11770 members 
Mstep: Class 2 contains 15797 members 
Entering Unmasked Estep 
Score: -3500258.500000 Penalty: 5071.290039
	Iteration 6Q: 3 clusters Score -3500258 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11177 members 
Mstep: Class 2 contains 16390 members 
Entering Unmasked Estep 
Score: -3500950.250000 Penalty: 5071.290039
	Iteration 7Q: 3 clusters Score -3500950 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10493 members 
Mstep: Class 2 contains 17074 members 
Entering Unmasked Estep 
Score: -3501597.250000 Penalty: 5071.290039
	Iteration 8Q: 3 clusters Score -3501597 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 17915 members 
Entering Unmasked Estep 
Score: -3502323.500000 Penalty: 5071.290039
	Iteration 9Q: 3 clusters Score -3502324 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 18887 members 
Entering Unmasked Estep 
Score: -3503136.000000 Penalty: 5071.290039
	Iteration 10Q: 3 clusters Score -3503136 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 19972 members 
Entering Unmasked Estep 
Score: -3504044.750000 Penalty: 5071.290039
	Iteration 11Q: 3 clusters Score -3504045 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 21070 members 
Entering Unmasked Estep 
Score: -3504950.750000 Penalty: 5071.290039
	Iteration 12Q: 3 clusters Score -3504951 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 22037 members 
Entering Unmasked Estep 
Score: -3505761.250000 Penalty: 5071.290039
	Iteration 13Q: 3 clusters Score -3505761 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 22792 members 
Entering Unmasked Estep 
Score: -3506339.250000 Penalty: 5071.290039
	Iteration 14Q: 3 clusters Score -3506339 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 23386 members 
Entering Unmasked Estep 
Score: -3506741.500000 Penalty: 5071.290039
	Iteration 15Q: 3 clusters Score -3506742 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 23842 members 
Entering Unmasked Estep 
Score: -3507042.500000 Penalty: 5071.290039
	Iteration 16Q: 3 clusters Score -3507042 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 24209 members 
Entering Unmasked Estep 
Score: -3507290.750000 Penalty: 5071.290039
	Iteration 17Q: 3 clusters Score -3507291 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 24527 members 
Entering Unmasked Estep 
Score: -3507538.500000 Penalty: 5071.290039
	Iteration 18Q: 3 clusters Score -3507538 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 24780 members 
Entering Unmasked Estep 
Score: -3507757.000000 Penalty: 5071.290039
	Iteration 19Q: 3 clusters Score -3507757 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 24965 members 
Entering Unmasked Estep 
Score: -3507938.000000 Penalty: 5071.290039
	Iteration 20F: 3 clusters Score -3507938 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 25107 members 
Entering Unmasked Estep 
Score: -3508061.000000 Penalty: 5071.290039
	Iteration 21Q: 3 clusters Score -3508061 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 25178 members 
Entering Unmasked Estep 
Score: -3508137.750000 Penalty: 5071.290039
	Iteration 22Q: 3 clusters Score -3508138 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 25236 members 
Entering Unmasked Estep 
Score: -3508188.250000 Penalty: 5071.290039
	Iteration 23Q: 3 clusters Score -3508188 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 25280 members 
Entering Unmasked Estep 
Score: -3508220.250000 Penalty: 5071.290039
	Iteration 24Q: 3 clusters Score -3508220 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 25312 members 
Entering Unmasked Estep 
Score: -3508242.500000 Penalty: 5071.290039
	Iteration 25Q: 3 clusters Score -3508242 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 25336 members 
Entering Unmasked Estep 
Score: -3508261.000000 Penalty: 5071.290039
	Iteration 26Q: 3 clusters Score -3508261 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 25350 members 
Entering Unmasked Estep 
Score: -3508275.000000 Penalty: 5071.290039
	Iteration 27Q: 3 clusters Score -3508275 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 25357 members 
Entering Unmasked Estep 
Score: -3508278.750000 Penalty: 5071.290039
	Iteration 28Q: 3 clusters Score -3508279 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 25360 members 
Entering Unmasked Estep 
Score: -3508285.750000 Penalty: 5071.290039
	Iteration 29Q: 3 clusters Score -3508286 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 25371 members 
Entering Unmasked Estep 
Score: -3508289.250000 Penalty: 5071.290039
	Iteration 30Q: 3 clusters Score -3508289 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 25377 members 
Entering Unmasked Estep 
Score: -3508302.250000 Penalty: 5071.290039
	Iteration 31Q: 3 clusters Score -3508302 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 25375 members 
Entering Unmasked Estep 
Score: -3508306.500000 Penalty: 5071.290039
	Iteration 32Q: 3 clusters Score -3508306 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 25378 members 
Entering Unmasked Estep 
Score: -3508300.250000 Penalty: 5071.290039
	Iteration 33Q: 3 clusters Score -3508300 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 25379 members 
Entering Unmasked Estep 
Score: -3508299.250000 Penalty: 5071.290039
	Iteration 34Q: 3 clusters Score -3508299 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 25383 members 
Entering Unmasked Estep 
Score: -3508306.750000 Penalty: 5071.290039
	Iteration 35Q: 3 clusters Score -3508307 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 25380 members 
Entering Unmasked Estep 
Score: -3508305.500000 Penalty: 5071.290039
	Iteration 36Q: 3 clusters Score -3508306 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 25377 members 
Entering Unmasked Estep 
Score: -3508306.000000 Penalty: 5071.290039
	Iteration 37Q: 3 clusters Score -3508306 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 25373 members 
Entering Unmasked Estep 
Score: -3508309.500000 Penalty: 5071.290039
	Iteration 38Q: 3 clusters Score -3508310 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 25370 members 
Entering Unmasked Estep 
Score: -3508315.500000 Penalty: 5071.290039
	Iteration 39Q: 3 clusters Score -3508316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 25369 members 
Entering Unmasked Estep 
Score: -3508314.250000 Penalty: 5071.290039
	Iteration 40F: 3 clusters Score -3508314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 25368 members 
Entering Unmasked Estep 
Score: -3508316.500000 Penalty: 5071.290039
	Iteration 41Q: 3 clusters Score -3508316 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 25366 members 
Entering Unmasked Estep 
Score: -3508318.750000 Penalty: 5071.290039
	Iteration 42Q: 3 clusters Score -3508319 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 25368 members 
Entering Unmasked Estep 
Score: -3508320.000000 Penalty: 5071.290039
	Iteration 43Q: 3 clusters Score -3508320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 25370 members 
Entering Unmasked Estep 
Score: -3508321.000000 Penalty: 5071.290039
	Iteration 44Q: 3 clusters Score -3508321 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 25370 members 
Entering Unmasked Estep 
Score: -3508321.000000 Penalty: 5071.290039
	Iteration 45F: 3 clusters Score -3508321 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (7649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Entering Unmasked Estep 
Score: -946412.250000 Penalty: 2217.697998
	Iteration 0F: 2 clusters Score -946412.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -940161.375000 Penalty: 4435.395996
	Iteration 0F: 3 clusters Score -940161.4 nChanged 3115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -941865.687500 Penalty: 4435.395996
	Iteration 1F: 3 clusters Score -941865.7 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -942152.375000 Penalty: 4435.395996
	Iteration 2F: 3 clusters Score -942152.4 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -942354.687500 Penalty: 4435.395996
	Iteration 3F: 3 clusters Score -942354.7 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -942511.312500 Penalty: 4435.395996
	Iteration 4Q: 3 clusters Score -942511.3 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -942652.187500 Penalty: 4435.395996
	Iteration 5Q: 3 clusters Score -942652.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -942754.500000 Penalty: 4435.395996
	Iteration 6Q: 3 clusters Score -942754.5 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -942849.687500 Penalty: 4435.395996
	Iteration 7Q: 3 clusters Score -942849.7 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -942934.812500 Penalty: 4435.395996
	Iteration 8Q: 3 clusters Score -942934.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -943020.437500 Penalty: 4435.395996
	Iteration 9Q: 3 clusters Score -943020.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -943111.937500 Penalty: 4435.395996
	Iteration 10Q: 3 clusters Score -943111.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -943221.000000 Penalty: 4435.395996
	Iteration 11Q: 3 clusters Score -943221 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -943358.437500 Penalty: 4435.395996
	Iteration 12Q: 3 clusters Score -943358.4 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -943529.312500 Penalty: 4435.395996
	Iteration 13Q: 3 clusters Score -943529.3 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -943692.875000 Penalty: 4435.395996
	Iteration 14Q: 3 clusters Score -943692.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -943834.312500 Penalty: 4435.395996
	Iteration 15Q: 3 clusters Score -943834.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -943969.812500 Penalty: 4435.395996
	Iteration 16Q: 3 clusters Score -943969.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -944085.437500 Penalty: 4435.395996
	Iteration 17Q: 3 clusters Score -944085.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -944198.562500 Penalty: 4435.395996
	Iteration 18Q: 3 clusters Score -944198.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -944295.500000 Penalty: 4435.395996
	Iteration 19Q: 3 clusters Score -944295.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -944365.750000 Penalty: 4435.395996
	Iteration 20F: 3 clusters Score -944365.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -944405.437500 Penalty: 4435.395996
	Iteration 21Q: 3 clusters Score -944405.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -944444.625000 Penalty: 4435.395996
	Iteration 22Q: 3 clusters Score -944444.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -944475.000000 Penalty: 4435.395996
	Iteration 23Q: 3 clusters Score -944475 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -944499.937500 Penalty: 4435.395996
	Iteration 24Q: 3 clusters Score -944499.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -944523.625000 Penalty: 4435.395996
	Iteration 25Q: 3 clusters Score -944523.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -944537.312500 Penalty: 4435.395996
	Iteration 26Q: 3 clusters Score -944537.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -944540.562500 Penalty: 4435.395996
	Iteration 27Q: 3 clusters Score -944540.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -944545.125000 Penalty: 4435.395996
	Iteration 28Q: 3 clusters Score -944545.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -944549.062500 Penalty: 4435.395996
	Iteration 29Q: 3 clusters Score -944549.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -944549.375000 Penalty: 4435.395996
	Iteration 30Q: 3 clusters Score -944549.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -944549.375000 Penalty: 4435.395996
	Iteration 31F: 3 clusters Score -944549.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Entering Unmasked Estep 
Score: -40599.035156 Penalty: 1425.058472
	Iteration 0F: 2 clusters Score -40599.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -39474.785156 Penalty: 2850.116943
	Iteration 0F: 3 clusters Score -39474.79 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -40255.062500 Penalty: 2850.116943
	Iteration 1F: 3 clusters Score -40255.06 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -40729.527344 Penalty: 2850.116943
	Iteration 2F: 3 clusters Score -40729.53 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -41023.156250 Penalty: 2850.116943
	Iteration 3Q: 3 clusters Score -41023.16 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -41191.714844 Penalty: 2850.116943
	Iteration 4Q: 3 clusters Score -41191.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -41205.578125 Penalty: 2850.116943
	Iteration 5Q: 3 clusters Score -41205.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -41205.578125 Penalty: 2850.116943
	Iteration 6F: 3 clusters Score -41205.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 2524 members 
Mstep: Class 3 contains 4147 members 
Mstep: Class 4 contains 11941 members 
Mstep: Class 5 contains 3029 members 
Mstep: Class 6 contains 2537 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7681 members 
Mstep: Class 9 contains 173638 members 
Mstep: Class 10 contains 8502 members 
Mstep: Class 11 contains 4224 members 
Mstep: Class 12 contains 23438 members 
Mstep: Class 13 contains 4010 members 
Mstep: Class 14 contains 6649 members 
Mstep: Class 15 contains 184706 members 
Mstep: Class 16 contains 218572 members 
Mstep: Class 17 contains 15387 members 
Mstep: Class 18 contains 28495 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4185 members 
Mstep: Class 21 contains 22602 members 
Mstep: Class 22 contains 41845 members 
Mstep: Class 23 contains 4483 members 
Mstep: Class 24 contains 2372 members 
Mstep: Class 25 contains 39312 members 
Mstep: Class 26 contains 37513 members 
Mstep: Class 27 contains 6784 members 
Mstep: Class 28 contains 26010 members 
Mstep: Class 29 contains 7810 members 
Mstep: Class 30 contains 23937 members 
Mstep: Class 31 contains 5618 members 
Mstep: Class 32 contains 17767 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11661 members 
Mstep: Class 35 contains 62278 members 
Mstep: Class 36 contains 26407 members 
Mstep: Class 37 contains 7330 members 
Mstep: Class 38 contains 254 members 
Mstep: Class 39 contains 3583 members 
Mstep: Class 40 contains 2934 members 
Mstep: Class 41 contains 19404 members 
Mstep: Class 42 contains 11094 members 
Mstep: Class 43 contains 481 members 
Mstep: Class 44 contains 2847 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10450 members 
Mstep: Class 47 contains 278 members 
Mstep: Class 48 contains 27567 members 
Mstep: Class 49 contains 7649 members 
Mstep: Class 50 contains 193 members 
Mstep: Class 51 contains 28335 members 
Mstep: Class 52 contains 248 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 366 members 
Mstep: Class 56 contains 1127 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 911 members 
Mstep: Class 60 contains 337 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 334 members 
Mstep: Class 63 contains 1106 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 666 members 
Mstep: Class 67 contains 1418 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 306 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 436 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1695 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2137 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 193 members 
Mstep: Class 79 contains 120 members 
Entering Unmasked Estep 
Score: -147535184.000000 Penalty: 274052.718750
Splitting cluster 50 changes total score from -147536512.000000 to -147535184.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 51 (28335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28335 members 
Entering Unmasked Estep 
Score: -3737154.500000 Penalty: 2542.459473
	Iteration 0F: 2 clusters Score -3737154 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14099 members 
Mstep: Class 2 contains 14236 members 
Entering Unmasked Estep 
Score: -3717756.000000 Penalty: 5084.918945
	Iteration 0F: 3 clusters Score -3717756 nChanged 12760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13795 members 
Mstep: Class 2 contains 14540 members 
Entering Unmasked Estep 
Score: -3724595.750000 Penalty: 5084.918945
	Iteration 1F: 3 clusters Score -3724596 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13597 members 
Mstep: Class 2 contains 14738 members 
Entering Unmasked Estep 
Score: -3724970.500000 Penalty: 5084.918945
	Iteration 2Q: 3 clusters Score -3724970 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13321 members 
Mstep: Class 2 contains 15014 members 
Entering Unmasked Estep 
Score: -3725368.000000 Penalty: 5084.918945
	Iteration 3Q: 3 clusters Score -3725368 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12986 members 
Mstep: Class 2 contains 15349 members 
Entering Unmasked Estep 
Score: -3725683.250000 Penalty: 5084.918945
	Iteration 4Q: 3 clusters Score -3725683 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12629 members 
Mstep: Class 2 contains 15706 members 
Entering Unmasked Estep 
Score: -3725996.250000 Penalty: 5084.918945
	Iteration 5Q: 3 clusters Score -3725996 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12153 members 
Mstep: Class 2 contains 16182 members 
Entering Unmasked Estep 
Score: -3726366.500000 Penalty: 5084.918945
	Iteration 6Q: 3 clusters Score -3726366 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11570 members 
Mstep: Class 2 contains 16765 members 
Entering Unmasked Estep 
Score: -3726790.500000 Penalty: 5084.918945
	Iteration 7Q: 3 clusters Score -3726790 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10818 members 
Mstep: Class 2 contains 17517 members 
Entering Unmasked Estep 
Score: -3727321.000000 Penalty: 5084.918945
	Iteration 8Q: 3 clusters Score -3727321 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9893 members 
Mstep: Class 2 contains 18442 members 
Entering Unmasked Estep 
Score: -3728044.250000 Penalty: 5084.918945
	Iteration 9Q: 3 clusters Score -3728044 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 19528 members 
Entering Unmasked Estep 
Score: -3728952.750000 Penalty: 5084.918945
	Iteration 10Q: 3 clusters Score -3728953 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 20718 members 
Entering Unmasked Estep 
Score: -3729971.750000 Penalty: 5084.918945
	Iteration 11Q: 3 clusters Score -3729972 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 21888 members 
Entering Unmasked Estep 
Score: -3731006.500000 Penalty: 5084.918945
	Iteration 12Q: 3 clusters Score -3731006 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 22886 members 
Entering Unmasked Estep 
Score: -3731862.500000 Penalty: 5084.918945
	Iteration 13Q: 3 clusters Score -3731862 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 23736 members 
Entering Unmasked Estep 
Score: -3732551.500000 Penalty: 5084.918945
	Iteration 14Q: 3 clusters Score -3732552 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 24421 members 
Entering Unmasked Estep 
Score: -3733028.500000 Penalty: 5084.918945
	Iteration 15Q: 3 clusters Score -3733028 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 24990 members 
Entering Unmasked Estep 
Score: -3733413.750000 Penalty: 5084.918945
	Iteration 16Q: 3 clusters Score -3733414 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 25488 members 
Entering Unmasked Estep 
Score: -3733727.000000 Penalty: 5084.918945
	Iteration 17Q: 3 clusters Score -3733727 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 25912 members 
Entering Unmasked Estep 
Score: -3734007.500000 Penalty: 5084.918945
	Iteration 18Q: 3 clusters Score -3734008 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 26216 members 
Entering Unmasked Estep 
Score: -3734197.000000 Penalty: 5084.918945
	Iteration 19Q: 3 clusters Score -3734197 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 26479 members 
Entering Unmasked Estep 
Score: -3734344.500000 Penalty: 5084.918945
	Iteration 20F: 3 clusters Score -3734344 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 26702 members 
Entering Unmasked Estep 
Score: -3734488.500000 Penalty: 5084.918945
	Iteration 21Q: 3 clusters Score -3734488 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 26865 members 
Entering Unmasked Estep 
Score: -3734575.000000 Penalty: 5084.918945
	Iteration 22Q: 3 clusters Score -3734575 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 27015 members 
Entering Unmasked Estep 
Score: -3734660.000000 Penalty: 5084.918945
	Iteration 23Q: 3 clusters Score -3734660 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 27127 members 
Entering Unmasked Estep 
Score: -3734717.000000 Penalty: 5084.918945
	Iteration 24Q: 3 clusters Score -3734717 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 27211 members 
Entering Unmasked Estep 
Score: -3734777.750000 Penalty: 5084.918945
	Iteration 25Q: 3 clusters Score -3734778 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 27287 members 
Entering Unmasked Estep 
Score: -3734823.250000 Penalty: 5084.918945
	Iteration 26Q: 3 clusters Score -3734823 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 27356 members 
Entering Unmasked Estep 
Score: -3734868.250000 Penalty: 5084.918945
	Iteration 27Q: 3 clusters Score -3734868 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 27395 members 
Entering Unmasked Estep 
Score: -3734886.500000 Penalty: 5084.918945
	Iteration 28Q: 3 clusters Score -3734886 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 27423 members 
Entering Unmasked Estep 
Score: -3734903.250000 Penalty: 5084.918945
	Iteration 29Q: 3 clusters Score -3734903 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 27447 members 
Entering Unmasked Estep 
Score: -3734919.750000 Penalty: 5084.918945
	Iteration 30Q: 3 clusters Score -3734920 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 27471 members 
Entering Unmasked Estep 
Score: -3734935.000000 Penalty: 5084.918945
	Iteration 31Q: 3 clusters Score -3734935 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 27492 members 
Entering Unmasked Estep 
Score: -3734944.750000 Penalty: 5084.918945
	Iteration 32Q: 3 clusters Score -3734945 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 27509 members 
Entering Unmasked Estep 
Score: -3734950.250000 Penalty: 5084.918945
	Iteration 33Q: 3 clusters Score -3734950 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 27527 members 
Entering Unmasked Estep 
Score: -3734963.750000 Penalty: 5084.918945
	Iteration 34Q: 3 clusters Score -3734964 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 27541 members 
Entering Unmasked Estep 
Score: -3734974.500000 Penalty: 5084.918945
	Iteration 35Q: 3 clusters Score -3734974 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 27556 members 
Entering Unmasked Estep 
Score: -3734989.250000 Penalty: 5084.918945
	Iteration 36Q: 3 clusters Score -3734989 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 27568 members 
Entering Unmasked Estep 
Score: -3734994.750000 Penalty: 5084.918945
	Iteration 37Q: 3 clusters Score -3734995 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 27578 members 
Entering Unmasked Estep 
Score: -3735002.250000 Penalty: 5084.918945
	Iteration 38Q: 3 clusters Score -3735002 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 27583 members 
Entering Unmasked Estep 
Score: -3735006.250000 Penalty: 5084.918945
	Iteration 39Q: 3 clusters Score -3735006 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 27588 members 
Entering Unmasked Estep 
Score: -3735014.250000 Penalty: 5084.918945
	Iteration 40F: 3 clusters Score -3735014 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 27595 members 
Entering Unmasked Estep 
Score: -3735018.250000 Penalty: 5084.918945
	Iteration 41Q: 3 clusters Score -3735018 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 27601 members 
Entering Unmasked Estep 
Score: -3735017.250000 Penalty: 5084.918945
	Iteration 42Q: 3 clusters Score -3735017 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 27606 members 
Entering Unmasked Estep 
Score: -3735022.000000 Penalty: 5084.918945
	Iteration 43Q: 3 clusters Score -3735022 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 27609 members 
Entering Unmasked Estep 
Score: -3735023.250000 Penalty: 5084.918945
	Iteration 44Q: 3 clusters Score -3735023 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 27614 members 
Entering Unmasked Estep 
Score: -3735023.250000 Penalty: 5084.918945
	Iteration 45Q: 3 clusters Score -3735023 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 27616 members 
Entering Unmasked Estep 
Score: -3735023.000000 Penalty: 5084.918945
	Iteration 46Q: 3 clusters Score -3735023 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 27616 members 
Entering Unmasked Estep 
Score: -3735024.500000 Penalty: 5084.918945
	Iteration 47Q: 3 clusters Score -3735024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 27617 members 
Entering Unmasked Estep 
Score: -3735025.000000 Penalty: 5084.918945
	Iteration 48Q: 3 clusters Score -3735025 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 27617 members 
Entering Unmasked Estep 
Score: -3735025.000000 Penalty: 5084.918945
	Iteration 49F: 3 clusters Score -3735025 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Entering Unmasked Estep 
Score: -29262.548828 Penalty: 1367.330322
	Iteration 0F: 2 clusters Score -29262.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -28231.236328 Penalty: 2734.660645
	Iteration 0F: 3 clusters Score -28231.24 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -28693.750000 Penalty: 2734.660645
	Iteration 1F: 3 clusters Score -28693.75 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -28885.039062 Penalty: 2734.660645
	Iteration 2F: 3 clusters Score -28885.04 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -28971.968750 Penalty: 2734.660645
	Iteration 3Q: 3 clusters Score -28971.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -28974.785156 Penalty: 2734.660645
	Iteration 4Q: 3 clusters Score -28974.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -28974.785156 Penalty: 2734.660645
	Iteration 5F: 3 clusters Score -28974.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (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: -61320.179688 Penalty: 1503.818726
	Iteration 0F: 2 clusters Score -61320.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -59901.882812 Penalty: 3007.637451
	Iteration 0F: 3 clusters Score -59901.88 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -60330.156250 Penalty: 3007.637451
	Iteration 1F: 3 clusters Score -60330.16 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -60749.117188 Penalty: 3007.637451
	Iteration 2F: 3 clusters Score -60749.12 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -61162.148438 Penalty: 3007.637451
	Iteration 3F: 3 clusters Score -61162.15 nChanged 25
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: -61461.074219 Penalty: 3007.637451
	Iteration 4F: 3 clusters Score -61461.07 nChanged 10
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: -61574.687500 Penalty: 3007.637451
	Iteration 5Q: 3 clusters Score -61574.69 nChanged 7
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: -61730.300781 Penalty: 3007.637451
	Iteration 6Q: 3 clusters Score -61730.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -61843.554688 Penalty: 3007.637451
	Iteration 7Q: 3 clusters Score -61843.55 nChanged 5
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: -61944.984375 Penalty: 3007.637451
	Iteration 8Q: 3 clusters Score -61944.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -61947.464844 Penalty: 3007.637451
	Iteration 9Q: 3 clusters Score -61947.46 nChanged 0
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: -61947.464844 Penalty: 3007.637451
	Iteration 10F: 3 clusters Score -61947.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 2524 members 
Mstep: Class 3 contains 4147 members 
Mstep: Class 4 contains 11941 members 
Mstep: Class 5 contains 3029 members 
Mstep: Class 6 contains 2537 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7681 members 
Mstep: Class 9 contains 173638 members 
Mstep: Class 10 contains 8502 members 
Mstep: Class 11 contains 4224 members 
Mstep: Class 12 contains 23438 members 
Mstep: Class 13 contains 4010 members 
Mstep: Class 14 contains 6649 members 
Mstep: Class 15 contains 184706 members 
Mstep: Class 16 contains 218572 members 
Mstep: Class 17 contains 15387 members 
Mstep: Class 18 contains 28495 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4185 members 
Mstep: Class 21 contains 22602 members 
Mstep: Class 22 contains 41845 members 
Mstep: Class 23 contains 4483 members 
Mstep: Class 24 contains 2372 members 
Mstep: Class 25 contains 39312 members 
Mstep: Class 26 contains 37513 members 
Mstep: Class 27 contains 6784 members 
Mstep: Class 28 contains 26010 members 
Mstep: Class 29 contains 7810 members 
Mstep: Class 30 contains 23937 members 
Mstep: Class 31 contains 5618 members 
Mstep: Class 32 contains 17767 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11661 members 
Mstep: Class 35 contains 62278 members 
Mstep: Class 36 contains 26407 members 
Mstep: Class 37 contains 7330 members 
Mstep: Class 38 contains 254 members 
Mstep: Class 39 contains 3583 members 
Mstep: Class 40 contains 2934 members 
Mstep: Class 41 contains 19404 members 
Mstep: Class 42 contains 11094 members 
Mstep: Class 43 contains 481 members 
Mstep: Class 44 contains 2847 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10450 members 
Mstep: Class 47 contains 278 members 
Mstep: Class 48 contains 27567 members 
Mstep: Class 49 contains 7649 members 
Mstep: Class 50 contains 313 members 
Mstep: Class 51 contains 28335 members 
Mstep: Class 52 contains 248 members 
Mstep: Class 53 contains 208 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 366 members 
Mstep: Class 56 contains 1127 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 911 members 
Mstep: Class 60 contains 337 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 334 members 
Mstep: Class 63 contains 1106 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 666 members 
Mstep: Class 67 contains 1418 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 306 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 436 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1695 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2137 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 193 members 
Mstep: Class 79 contains 222 members 
Entering Unmasked Estep 
Score: -147535152.000000 Penalty: 274052.718750
Splitting cluster 53 changes total score from -147536512.000000 to -147535152.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 54 (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: -23977.812500 Penalty: 1344.292725
	Iteration 0F: 2 clusters Score -23977.81 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: -22895.490234 Penalty: 2688.585449
	Iteration 0F: 3 clusters Score -22895.49 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -22986.562500 Penalty: 2688.585449
	Iteration 1F: 3 clusters Score -22986.56 nChanged 5
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: -23009.126953 Penalty: 2688.585449
	Iteration 2Q: 3 clusters Score -23009.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -23019.261719 Penalty: 2688.585449
	Iteration 3Q: 3 clusters Score -23019.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -23025.626953 Penalty: 2688.585449
	Iteration 4Q: 3 clusters Score -23025.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -23026.833984 Penalty: 2688.585449
	Iteration 5Q: 3 clusters Score -23026.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -23026.833984 Penalty: 2688.585449
	Iteration 6F: 3 clusters Score -23026.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Entering Unmasked Estep 
Score: -50174.621094 Penalty: 1463.853027
	Iteration 0F: 2 clusters Score -50174.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -48859.023438 Penalty: 2927.706055
	Iteration 0F: 3 clusters Score -48859.02 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -49119.875000 Penalty: 2927.706055
	Iteration 1F: 3 clusters Score -49119.88 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -49343.503906 Penalty: 2927.706055
	Iteration 2F: 3 clusters Score -49343.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -49461.679688 Penalty: 2927.706055
	Iteration 3F: 3 clusters Score -49461.68 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -49529.488281 Penalty: 2927.706055
	Iteration 4Q: 3 clusters Score -49529.49 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -49619.753906 Penalty: 2927.706055
	Iteration 5Q: 3 clusters Score -49619.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -49630.023438 Penalty: 2927.706055
	Iteration 6Q: 3 clusters Score -49630.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -49636.105469 Penalty: 2927.706055
	Iteration 7Q: 3 clusters Score -49636.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -49643.339844 Penalty: 2927.706055
	Iteration 8Q: 3 clusters Score -49643.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -49654.781250 Penalty: 2927.706055
	Iteration 9Q: 3 clusters Score -49654.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -49655.242188 Penalty: 2927.706055
	Iteration 10F: 3 clusters Score -49655.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -49666.191406 Penalty: 2927.706055
	Iteration 11Q: 3 clusters Score -49666.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -49670.714844 Penalty: 2927.706055
	Iteration 12Q: 3 clusters Score -49670.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -49670.714844 Penalty: 2927.706055
	Iteration 13F: 3 clusters Score -49670.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (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: -137017.343750 Penalty: 1742.774048
	Iteration 0F: 2 clusters Score -137017.3 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 572 members 
Entering Unmasked Estep 
Score: -134979.593750 Penalty: 3485.548096
	Iteration 0F: 3 clusters Score -134979.6 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -135267.203125 Penalty: 3485.548096
	Iteration 1F: 3 clusters Score -135267.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -135348.906250 Penalty: 3485.548096
	Iteration 2F: 3 clusters Score -135348.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -135377.671875 Penalty: 3485.548096
	Iteration 3Q: 3 clusters Score -135377.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -135403.390625 Penalty: 3485.548096
	Iteration 4Q: 3 clusters Score -135403.4 nChanged 19
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: -135417.093750 Penalty: 3485.548096
	Iteration 5Q: 3 clusters Score -135417.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -135423.187500 Penalty: 3485.548096
	Iteration 6Q: 3 clusters Score -135423.2 nChanged 3
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: -135425.546875 Penalty: 3485.548096
	Iteration 7Q: 3 clusters Score -135425.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -135428.265625 Penalty: 3485.548096
	Iteration 8Q: 3 clusters Score -135428.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -135428.984375 Penalty: 3485.548096
	Iteration 9Q: 3 clusters Score -135429 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -135428.984375 Penalty: 3485.548096
	Iteration 10F: 3 clusters Score -135429 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Entering Unmasked Estep 
Score: -92421.273438 Penalty: 1592.562378
	Iteration 0F: 2 clusters Score -92421.27 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 310 members 
Entering Unmasked Estep 
Score: -90811.796875 Penalty: 3185.124756
	Iteration 0F: 3 clusters Score -90811.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -91120.304688 Penalty: 3185.124756
	Iteration 1F: 3 clusters Score -91120.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -91335.500000 Penalty: 3185.124756
	Iteration 2F: 3 clusters Score -91335.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -91494.984375 Penalty: 3185.124756
	Iteration 3F: 3 clusters Score -91494.98 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -91607.789062 Penalty: 3185.124756
	Iteration 4Q: 3 clusters Score -91607.79 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -91699.695312 Penalty: 3185.124756
	Iteration 5Q: 3 clusters Score -91699.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -91809.296875 Penalty: 3185.124756
	Iteration 6Q: 3 clusters Score -91809.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -91923.789062 Penalty: 3185.124756
	Iteration 7Q: 3 clusters Score -91923.79 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -92048.976562 Penalty: 3185.124756
	Iteration 8Q: 3 clusters Score -92048.98 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -92201.421875 Penalty: 3185.124756
	Iteration 9Q: 3 clusters Score -92201.42 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -92431.476562 Penalty: 3185.124756
	Iteration 10Q: 3 clusters Score -92431.48 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -92649.710938 Penalty: 3185.124756
	Iteration 11Q: 3 clusters Score -92649.71 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -92693.078125 Penalty: 3185.124756
	Iteration 12Q: 3 clusters Score -92693.08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -92775.617188 Penalty: 3185.124756
	Iteration 13Q: 3 clusters Score -92775.62 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -92964.171875 Penalty: 3185.124756
	Iteration 14Q: 3 clusters Score -92964.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -93098.015625 Penalty: 3185.124756
	Iteration 15Q: 3 clusters Score -93098.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -93122.484375 Penalty: 3185.124756
	Iteration 16Q: 3 clusters Score -93122.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -93128.921875 Penalty: 3185.124756
	Iteration 17Q: 3 clusters Score -93128.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -93128.921875 Penalty: 3185.124756
	Iteration 18F: 3 clusters Score -93128.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 2524 members 
Mstep: Class 3 contains 4147 members 
Mstep: Class 4 contains 11941 members 
Mstep: Class 5 contains 3029 members 
Mstep: Class 6 contains 2537 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7681 members 
Mstep: Class 9 contains 173638 members 
Mstep: Class 10 contains 8502 members 
Mstep: Class 11 contains 4224 members 
Mstep: Class 12 contains 23438 members 
Mstep: Class 13 contains 4010 members 
Mstep: Class 14 contains 6649 members 
Mstep: Class 15 contains 184706 members 
Mstep: Class 16 contains 218572 members 
Mstep: Class 17 contains 15387 members 
Mstep: Class 18 contains 28495 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4185 members 
Mstep: Class 21 contains 22602 members 
Mstep: Class 22 contains 41845 members 
Mstep: Class 23 contains 4483 members 
Mstep: Class 24 contains 2372 members 
Mstep: Class 25 contains 39312 members 
Mstep: Class 26 contains 37513 members 
Mstep: Class 27 contains 6784 members 
Mstep: Class 28 contains 26010 members 
Mstep: Class 29 contains 7810 members 
Mstep: Class 30 contains 23937 members 
Mstep: Class 31 contains 5618 members 
Mstep: Class 32 contains 17767 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11661 members 
Mstep: Class 35 contains 62278 members 
Mstep: Class 36 contains 26407 members 
Mstep: Class 37 contains 7330 members 
Mstep: Class 38 contains 254 members 
Mstep: Class 39 contains 3583 members 
Mstep: Class 40 contains 2934 members 
Mstep: Class 41 contains 19404 members 
Mstep: Class 42 contains 11094 members 
Mstep: Class 43 contains 481 members 
Mstep: Class 44 contains 2847 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10450 members 
Mstep: Class 47 contains 278 members 
Mstep: Class 48 contains 27567 members 
Mstep: Class 49 contains 7649 members 
Mstep: Class 50 contains 313 members 
Mstep: Class 51 contains 28335 members 
Mstep: Class 52 contains 248 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 366 members 
Mstep: Class 56 contains 1127 members 
Mstep: Class 57 contains 324 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 911 members 
Mstep: Class 60 contains 337 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 334 members 
Mstep: Class 63 contains 1106 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 666 members 
Mstep: Class 67 contains 1418 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 306 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 436 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1695 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2137 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 193 members 
Mstep: Class 79 contains 291 members 
Entering Unmasked Estep 
Score: -147535264.000000 Penalty: 274052.718750
Splitting cluster 57 changes total score from -147536512.000000 to -147535264.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 58 (405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Entering Unmasked Estep 
Score: -34165.566406 Penalty: 1488.963989
	Iteration 0F: 2 clusters Score -34165.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -32845.929688 Penalty: 2977.927979
	Iteration 0F: 3 clusters Score -32845.93 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -33195.847656 Penalty: 2977.927979
	Iteration 1F: 3 clusters Score -33195.85 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -33266.191406 Penalty: 2977.927979
	Iteration 2F: 3 clusters Score -33266.19 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -33315.140625 Penalty: 2977.927979
	Iteration 3Q: 3 clusters Score -33315.14 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -33371.046875 Penalty: 2977.927979
	Iteration 4Q: 3 clusters Score -33371.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -33389.628906 Penalty: 2977.927979
	Iteration 5Q: 3 clusters Score -33389.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -33399.640625 Penalty: 2977.927979
	Iteration 6Q: 3 clusters Score -33399.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -33400.441406 Penalty: 2977.927979
	Iteration 7Q: 3 clusters Score -33400.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -33401.929688 Penalty: 2977.927979
	Iteration 8Q: 3 clusters Score -33401.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -33406.097656 Penalty: 2977.927979
	Iteration 9Q: 3 clusters Score -33406.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -33406.097656 Penalty: 2977.927979
	Iteration 10F: 3 clusters Score -33406.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (911 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Entering Unmasked Estep 
Score: -132886.765625 Penalty: 1690.006592
	Iteration 0F: 2 clusters Score -132886.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -131083.046875 Penalty: 3380.013184
	Iteration 0F: 3 clusters Score -131083 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -131979.437500 Penalty: 3380.013184
	Iteration 1F: 3 clusters Score -131979.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -132560.953125 Penalty: 3380.013184
	Iteration 2F: 3 clusters Score -132561 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -132811.171875 Penalty: 3380.013184
	Iteration 3F: 3 clusters Score -132811.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -132971.640625 Penalty: 3380.013184
	Iteration 4Q: 3 clusters Score -132971.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -133025.703125 Penalty: 3380.013184
	Iteration 5Q: 3 clusters Score -133025.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -133130.890625 Penalty: 3380.013184
	Iteration 6Q: 3 clusters Score -133130.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -133210.562500 Penalty: 3380.013184
	Iteration 7Q: 3 clusters Score -133210.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -133223.390625 Penalty: 3380.013184
	Iteration 8Q: 3 clusters Score -133223.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -133241.796875 Penalty: 3380.013184
	Iteration 9Q: 3 clusters Score -133241.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -133270.578125 Penalty: 3380.013184
	Iteration 10Q: 3 clusters Score -133270.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -133315.421875 Penalty: 3380.013184
	Iteration 11Q: 3 clusters Score -133315.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -133362.109375 Penalty: 3380.013184
	Iteration 12Q: 3 clusters Score -133362.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -133413.593750 Penalty: 3380.013184
	Iteration 13Q: 3 clusters Score -133413.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -133434.281250 Penalty: 3380.013184
	Iteration 14Q: 3 clusters Score -133434.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -133444.921875 Penalty: 3380.013184
	Iteration 15Q: 3 clusters Score -133444.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -133490.843750 Penalty: 3380.013184
	Iteration 16Q: 3 clusters Score -133490.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -133604.687500 Penalty: 3380.013184
	Iteration 17Q: 3 clusters Score -133604.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -133633.640625 Penalty: 3380.013184
	Iteration 18Q: 3 clusters Score -133633.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -133635.234375 Penalty: 3380.013184
	Iteration 19Q: 3 clusters Score -133635.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -133635.234375 Penalty: 3380.013184
	Iteration 20F: 3 clusters Score -133635.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 2524 members 
Mstep: Class 3 contains 4147 members 
Mstep: Class 4 contains 11941 members 
Mstep: Class 5 contains 3029 members 
Mstep: Class 6 contains 2537 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7681 members 
Mstep: Class 9 contains 173638 members 
Mstep: Class 10 contains 8502 members 
Mstep: Class 11 contains 4224 members 
Mstep: Class 12 contains 23438 members 
Mstep: Class 13 contains 4010 members 
Mstep: Class 14 contains 6649 members 
Mstep: Class 15 contains 184706 members 
Mstep: Class 16 contains 218572 members 
Mstep: Class 17 contains 15387 members 
Mstep: Class 18 contains 28495 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4185 members 
Mstep: Class 21 contains 22602 members 
Mstep: Class 22 contains 41845 members 
Mstep: Class 23 contains 4483 members 
Mstep: Class 24 contains 2372 members 
Mstep: Class 25 contains 39312 members 
Mstep: Class 26 contains 37513 members 
Mstep: Class 27 contains 6784 members 
Mstep: Class 28 contains 26010 members 
Mstep: Class 29 contains 7810 members 
Mstep: Class 30 contains 23937 members 
Mstep: Class 31 contains 5618 members 
Mstep: Class 32 contains 17767 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11661 members 
Mstep: Class 35 contains 62278 members 
Mstep: Class 36 contains 26407 members 
Mstep: Class 37 contains 7330 members 
Mstep: Class 38 contains 254 members 
Mstep: Class 39 contains 3583 members 
Mstep: Class 40 contains 2934 members 
Mstep: Class 41 contains 19404 members 
Mstep: Class 42 contains 11094 members 
Mstep: Class 43 contains 481 members 
Mstep: Class 44 contains 2847 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10450 members 
Mstep: Class 47 contains 278 members 
Mstep: Class 48 contains 27567 members 
Mstep: Class 49 contains 7649 members 
Mstep: Class 50 contains 313 members 
Mstep: Class 51 contains 28335 members 
Mstep: Class 52 contains 248 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 366 members 
Mstep: Class 56 contains 1127 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 476 members 
Mstep: Class 60 contains 337 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 334 members 
Mstep: Class 63 contains 1106 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 666 members 
Mstep: Class 67 contains 1418 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 306 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 436 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1695 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2137 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 193 members 
Mstep: Class 79 contains 435 members 
Entering Unmasked Estep 
Score: -147535552.000000 Penalty: 274052.718750
Splitting cluster 59 changes total score from -147536512.000000 to -147535552.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 60 (337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Entering Unmasked Estep 
Score: -46149.195312 Penalty: 1443.380615
	Iteration 0F: 2 clusters Score -46149.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -44965.968750 Penalty: 2886.761230
	Iteration 0F: 3 clusters Score -44965.97 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -45342.734375 Penalty: 2886.761230
	Iteration 1F: 3 clusters Score -45342.73 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -45493.207031 Penalty: 2886.761230
	Iteration 2F: 3 clusters Score -45493.21 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -45589.121094 Penalty: 2886.761230
	Iteration 3F: 3 clusters Score -45589.12 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -45745.414062 Penalty: 2886.761230
	Iteration 4Q: 3 clusters Score -45745.41 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -45907.773438 Penalty: 2886.761230
	Iteration 5Q: 3 clusters Score -45907.77 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -46034.066406 Penalty: 2886.761230
	Iteration 6Q: 3 clusters Score -46034.07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -46184.929688 Penalty: 2886.761230
	Iteration 7Q: 3 clusters Score -46184.93 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -46232.664062 Penalty: 2886.761230
	Iteration 8Q: 3 clusters Score -46232.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -46309.398438 Penalty: 2886.761230
	Iteration 9Q: 3 clusters Score -46309.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -46465.558594 Penalty: 2886.761230
	Iteration 10Q: 3 clusters Score -46465.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -46496.234375 Penalty: 2886.761230
	Iteration 11Q: 3 clusters Score -46496.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -46513.332031 Penalty: 2886.761230
	Iteration 12Q: 3 clusters Score -46513.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -46530.339844 Penalty: 2886.761230
	Iteration 13Q: 3 clusters Score -46530.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -46565.261719 Penalty: 2886.761230
	Iteration 14Q: 3 clusters Score -46565.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -46576.281250 Penalty: 2886.761230
	Iteration 15Q: 3 clusters Score -46576.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -46581.207031 Penalty: 2886.761230
	Iteration 16Q: 3 clusters Score -46581.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -46581.207031 Penalty: 2886.761230
	Iteration 17F: 3 clusters Score -46581.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 2524 members 
Mstep: Class 3 contains 4147 members 
Mstep: Class 4 contains 11941 members 
Mstep: Class 5 contains 3029 members 
Mstep: Class 6 contains 2537 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7681 members 
Mstep: Class 9 contains 173638 members 
Mstep: Class 10 contains 8502 members 
Mstep: Class 11 contains 4224 members 
Mstep: Class 12 contains 23438 members 
Mstep: Class 13 contains 4010 members 
Mstep: Class 14 contains 6649 members 
Mstep: Class 15 contains 184706 members 
Mstep: Class 16 contains 218572 members 
Mstep: Class 17 contains 15387 members 
Mstep: Class 18 contains 28495 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4185 members 
Mstep: Class 21 contains 22602 members 
Mstep: Class 22 contains 41845 members 
Mstep: Class 23 contains 4483 members 
Mstep: Class 24 contains 2372 members 
Mstep: Class 25 contains 39312 members 
Mstep: Class 26 contains 37513 members 
Mstep: Class 27 contains 6784 members 
Mstep: Class 28 contains 26010 members 
Mstep: Class 29 contains 7810 members 
Mstep: Class 30 contains 23937 members 
Mstep: Class 31 contains 5618 members 
Mstep: Class 32 contains 17767 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11661 members 
Mstep: Class 35 contains 62278 members 
Mstep: Class 36 contains 26407 members 
Mstep: Class 37 contains 7330 members 
Mstep: Class 38 contains 254 members 
Mstep: Class 39 contains 3583 members 
Mstep: Class 40 contains 2934 members 
Mstep: Class 41 contains 19404 members 
Mstep: Class 42 contains 11094 members 
Mstep: Class 43 contains 481 members 
Mstep: Class 44 contains 2847 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10450 members 
Mstep: Class 47 contains 278 members 
Mstep: Class 48 contains 27567 members 
Mstep: Class 49 contains 7649 members 
Mstep: Class 50 contains 313 members 
Mstep: Class 51 contains 28335 members 
Mstep: Class 52 contains 248 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 366 members 
Mstep: Class 56 contains 1127 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 911 members 
Mstep: Class 60 contains 131 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 334 members 
Mstep: Class 63 contains 1106 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 666 members 
Mstep: Class 67 contains 1418 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 306 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 436 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1695 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2137 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 193 members 
Mstep: Class 79 contains 206 members 
Entering Unmasked Estep 
Score: -147535088.000000 Penalty: 274052.718750
Splitting cluster 60 changes total score from -147536512.000000 to -147535088.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 61 (231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Entering Unmasked Estep 
Score: -32484.908203 Penalty: 1349.719604
	Iteration 0F: 2 clusters Score -32484.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -31347.867188 Penalty: 2699.439209
	Iteration 0F: 3 clusters Score -31347.87 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -31595.851562 Penalty: 2699.439209
	Iteration 1F: 3 clusters Score -31595.85 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -31781.093750 Penalty: 2699.439209
	Iteration 2F: 3 clusters Score -31781.09 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -32019.181641 Penalty: 2699.439209
	Iteration 3F: 3 clusters Score -32019.18 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -32132.400391 Penalty: 2699.439209
	Iteration 4Q: 3 clusters Score -32132.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -32216.273438 Penalty: 2699.439209
	Iteration 5Q: 3 clusters Score -32216.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -32248.281250 Penalty: 2699.439209
	Iteration 6Q: 3 clusters Score -32248.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -32248.281250 Penalty: 2699.439209
	Iteration 7F: 3 clusters Score -32248.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Entering Unmasked Estep 
Score: -43607.937500 Penalty: 1441.162964
	Iteration 0F: 2 clusters Score -43607.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -42398.937500 Penalty: 2882.325928
	Iteration 0F: 3 clusters Score -42398.94 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -43041.703125 Penalty: 2882.325928
	Iteration 1F: 3 clusters Score -43041.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -43379.535156 Penalty: 2882.325928
	Iteration 2F: 3 clusters Score -43379.54 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -43718.792969 Penalty: 2882.325928
	Iteration 3F: 3 clusters Score -43718.79 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -43891.500000 Penalty: 2882.325928
	Iteration 4Q: 3 clusters Score -43891.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -44035.640625 Penalty: 2882.325928
	Iteration 5Q: 3 clusters Score -44035.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -44063.273438 Penalty: 2882.325928
	Iteration 6Q: 3 clusters Score -44063.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -44100.609375 Penalty: 2882.325928
	Iteration 7Q: 3 clusters Score -44100.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -44104.945312 Penalty: 2882.325928
	Iteration 8Q: 3 clusters Score -44104.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -44117.812500 Penalty: 2882.325928
	Iteration 9Q: 3 clusters Score -44117.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -44132.367188 Penalty: 2882.325928
	Iteration 10Q: 3 clusters Score -44132.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -44136.441406 Penalty: 2882.325928
	Iteration 11Q: 3 clusters Score -44136.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -44146.742188 Penalty: 2882.325928
	Iteration 12F: 3 clusters Score -44146.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -44166.898438 Penalty: 2882.325928
	Iteration 13Q: 3 clusters Score -44166.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -44201.035156 Penalty: 2882.325928
	Iteration 14Q: 3 clusters Score -44201.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -44262.886719 Penalty: 2882.325928
	Iteration 15Q: 3 clusters Score -44262.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -44293.292969 Penalty: 2882.325928
	Iteration 16Q: 3 clusters Score -44293.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -44298.003906 Penalty: 2882.325928
	Iteration 17Q: 3 clusters Score -44298 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -44298.003906 Penalty: 2882.325928
	Iteration 18F: 3 clusters Score -44298 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 2524 members 
Mstep: Class 3 contains 4147 members 
Mstep: Class 4 contains 11941 members 
Mstep: Class 5 contains 3029 members 
Mstep: Class 6 contains 2537 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7681 members 
Mstep: Class 9 contains 173638 members 
Mstep: Class 10 contains 8502 members 
Mstep: Class 11 contains 4224 members 
Mstep: Class 12 contains 23438 members 
Mstep: Class 13 contains 4010 members 
Mstep: Class 14 contains 6649 members 
Mstep: Class 15 contains 184706 members 
Mstep: Class 16 contains 218572 members 
Mstep: Class 17 contains 15387 members 
Mstep: Class 18 contains 28495 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4185 members 
Mstep: Class 21 contains 22602 members 
Mstep: Class 22 contains 41845 members 
Mstep: Class 23 contains 4483 members 
Mstep: Class 24 contains 2372 members 
Mstep: Class 25 contains 39312 members 
Mstep: Class 26 contains 37513 members 
Mstep: Class 27 contains 6784 members 
Mstep: Class 28 contains 26010 members 
Mstep: Class 29 contains 7810 members 
Mstep: Class 30 contains 23937 members 
Mstep: Class 31 contains 5618 members 
Mstep: Class 32 contains 17767 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11661 members 
Mstep: Class 35 contains 62278 members 
Mstep: Class 36 contains 26407 members 
Mstep: Class 37 contains 7330 members 
Mstep: Class 38 contains 254 members 
Mstep: Class 39 contains 3583 members 
Mstep: Class 40 contains 2934 members 
Mstep: Class 41 contains 19404 members 
Mstep: Class 42 contains 11094 members 
Mstep: Class 43 contains 481 members 
Mstep: Class 44 contains 2847 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10450 members 
Mstep: Class 47 contains 278 members 
Mstep: Class 48 contains 27567 members 
Mstep: Class 49 contains 7649 members 
Mstep: Class 50 contains 313 members 
Mstep: Class 51 contains 28335 members 
Mstep: Class 52 contains 248 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 366 members 
Mstep: Class 56 contains 1127 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 911 members 
Mstep: Class 60 contains 337 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 184 members 
Mstep: Class 63 contains 1106 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 666 members 
Mstep: Class 67 contains 1418 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 306 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 436 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1695 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2137 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 193 members 
Mstep: Class 79 contains 150 members 
Entering Unmasked Estep 
Score: -147535312.000000 Penalty: 274052.718750
Splitting cluster 62 changes total score from -147536512.000000 to -147535312.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 63 (1106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Entering Unmasked Estep 
Score: -146977.312500 Penalty: 1738.109375
	Iteration 0F: 2 clusters Score -146977.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -145178.562500 Penalty: 3476.218750
	Iteration 0F: 3 clusters Score -145178.6 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -146065.750000 Penalty: 3476.218750
	Iteration 1F: 3 clusters Score -146065.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -146389.328125 Penalty: 3476.218750
	Iteration 2F: 3 clusters Score -146389.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -146507.437500 Penalty: 3476.218750
	Iteration 3F: 3 clusters Score -146507.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -146574.828125 Penalty: 3476.218750
	Iteration 4Q: 3 clusters Score -146574.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -146624.468750 Penalty: 3476.218750
	Iteration 5Q: 3 clusters Score -146624.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -146652.812500 Penalty: 3476.218750
	Iteration 6Q: 3 clusters Score -146652.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -146683.312500 Penalty: 3476.218750
	Iteration 7Q: 3 clusters Score -146683.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -146699.843750 Penalty: 3476.218750
	Iteration 8Q: 3 clusters Score -146699.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -146721.828125 Penalty: 3476.218750
	Iteration 9Q: 3 clusters Score -146721.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -146747.875000 Penalty: 3476.218750
	Iteration 10Q: 3 clusters Score -146747.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -146771.281250 Penalty: 3476.218750
	Iteration 11Q: 3 clusters Score -146771.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -146777.203125 Penalty: 3476.218750
	Iteration 12Q: 3 clusters Score -146777.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -146783.953125 Penalty: 3476.218750
	Iteration 13Q: 3 clusters Score -146784 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -146798.953125 Penalty: 3476.218750
	Iteration 14Q: 3 clusters Score -146799 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -146830.343750 Penalty: 3476.218750
	Iteration 15Q: 3 clusters Score -146830.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -146843.000000 Penalty: 3476.218750
	Iteration 16Q: 3 clusters Score -146843 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -146845.171875 Penalty: 3476.218750
	Iteration 17Q: 3 clusters Score -146845.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -146845.703125 Penalty: 3476.218750
	Iteration 18Q: 3 clusters Score -146845.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -146846.296875 Penalty: 3476.218750
	Iteration 19F: 3 clusters Score -146846.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -146847.734375 Penalty: 3476.218750
	Iteration 20F: 3 clusters Score -146847.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Entering Unmasked Estep 
Score: -71737.625000 Penalty: 1541.718262
	Iteration 0F: 2 clusters Score -71737.62 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 230 members 
Entering Unmasked Estep 
Score: -70428.273438 Penalty: 3083.436523
	Iteration 0F: 3 clusters Score -70428.27 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -70944.828125 Penalty: 3083.436523
	Iteration 1F: 3 clusters Score -70944.83 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -71179.312500 Penalty: 3083.436523
	Iteration 2F: 3 clusters Score -71179.31 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -71315.632812 Penalty: 3083.436523
	Iteration 3Q: 3 clusters Score -71315.63 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -71464.398438 Penalty: 3083.436523
	Iteration 4Q: 3 clusters Score -71464.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -71698.546875 Penalty: 3083.436523
	Iteration 5F: 3 clusters Score -71698.55 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -72023.687500 Penalty: 3083.436523
	Iteration 6F: 3 clusters Score -72023.69 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -72306.710938 Penalty: 3083.436523
	Iteration 7Q: 3 clusters Score -72306.71 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -72419.289062 Penalty: 3083.436523
	Iteration 8Q: 3 clusters Score -72419.29 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -72596.164062 Penalty: 3083.436523
	Iteration 9Q: 3 clusters Score -72596.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -72647.937500 Penalty: 3083.436523
	Iteration 10Q: 3 clusters Score -72647.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -72647.937500 Penalty: 3083.436523
	Iteration 11F: 3 clusters Score -72647.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 2524 members 
Mstep: Class 3 contains 4147 members 
Mstep: Class 4 contains 11941 members 
Mstep: Class 5 contains 3029 members 
Mstep: Class 6 contains 2537 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7681 members 
Mstep: Class 9 contains 173638 members 
Mstep: Class 10 contains 8502 members 
Mstep: Class 11 contains 4224 members 
Mstep: Class 12 contains 23438 members 
Mstep: Class 13 contains 4010 members 
Mstep: Class 14 contains 6649 members 
Mstep: Class 15 contains 184706 members 
Mstep: Class 16 contains 218572 members 
Mstep: Class 17 contains 15387 members 
Mstep: Class 18 contains 28495 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4185 members 
Mstep: Class 21 contains 22602 members 
Mstep: Class 22 contains 41845 members 
Mstep: Class 23 contains 4483 members 
Mstep: Class 24 contains 2372 members 
Mstep: Class 25 contains 39312 members 
Mstep: Class 26 contains 37513 members 
Mstep: Class 27 contains 6784 members 
Mstep: Class 28 contains 26010 members 
Mstep: Class 29 contains 7810 members 
Mstep: Class 30 contains 23937 members 
Mstep: Class 31 contains 5618 members 
Mstep: Class 32 contains 17767 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11661 members 
Mstep: Class 35 contains 62278 members 
Mstep: Class 36 contains 26407 members 
Mstep: Class 37 contains 7330 members 
Mstep: Class 38 contains 254 members 
Mstep: Class 39 contains 3583 members 
Mstep: Class 40 contains 2934 members 
Mstep: Class 41 contains 19404 members 
Mstep: Class 42 contains 11094 members 
Mstep: Class 43 contains 481 members 
Mstep: Class 44 contains 2847 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10450 members 
Mstep: Class 47 contains 278 members 
Mstep: Class 48 contains 27567 members 
Mstep: Class 49 contains 7649 members 
Mstep: Class 50 contains 313 members 
Mstep: Class 51 contains 28335 members 
Mstep: Class 52 contains 248 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 366 members 
Mstep: Class 56 contains 1127 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 911 members 
Mstep: Class 60 contains 337 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 334 members 
Mstep: Class 63 contains 1106 members 
Mstep: Class 64 contains 272 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 666 members 
Mstep: Class 67 contains 1418 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 306 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 436 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1695 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2137 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 193 members 
Mstep: Class 79 contains 229 members 
Entering Unmasked Estep 
Score: -147535488.000000 Penalty: 274052.718750
Splitting cluster 64 changes total score from -147536512.000000 to -147535488.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 65 (349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Entering Unmasked Estep 
Score: -51308.796875 Penalty: 1452.057861
	Iteration 0F: 2 clusters Score -51308.8 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 174 members 
Entering Unmasked Estep 
Score: -50005.667969 Penalty: 2904.115723
	Iteration 0F: 3 clusters Score -50005.67 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -50311.484375 Penalty: 2904.115723
	Iteration 1F: 3 clusters Score -50311.48 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -50519.863281 Penalty: 2904.115723
	Iteration 2Q: 3 clusters Score -50519.86 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -50674.546875 Penalty: 2904.115723
	Iteration 3F: 3 clusters Score -50674.55 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -50792.210938 Penalty: 2904.115723
	Iteration 4F: 3 clusters Score -50792.21 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -50895.566406 Penalty: 2904.115723
	Iteration 5Q: 3 clusters Score -50895.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -50920.687500 Penalty: 2904.115723
	Iteration 6Q: 3 clusters Score -50920.69 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -50948.519531 Penalty: 2904.115723
	Iteration 7Q: 3 clusters Score -50948.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -50964.824219 Penalty: 2904.115723
	Iteration 8Q: 3 clusters Score -50964.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -51000.792969 Penalty: 2904.115723
	Iteration 9Q: 3 clusters Score -51000.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -51005.199219 Penalty: 2904.115723
	Iteration 10Q: 3 clusters Score -51005.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -51011.070312 Penalty: 2904.115723
	Iteration 11Q: 3 clusters Score -51011.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -51011.070312 Penalty: 2904.115723
	Iteration 12F: 3 clusters Score -51011.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (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: -95062.554688 Penalty: 1612.319824
	Iteration 0F: 2 clusters Score -95062.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -93577.367188 Penalty: 3224.639648
	Iteration 0F: 3 clusters Score -93577.37 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -94607.664062 Penalty: 3224.639648
	Iteration 1F: 3 clusters Score -94607.66 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -95288.296875 Penalty: 3224.639648
	Iteration 2F: 3 clusters Score -95288.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -95700.523438 Penalty: 3224.639648
	Iteration 3F: 3 clusters Score -95700.52 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -96000.335938 Penalty: 3224.639648
	Iteration 4F: 3 clusters Score -96000.34 nChanged 16
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: -96119.382812 Penalty: 3224.639648
	Iteration 5Q: 3 clusters Score -96119.38 nChanged 4
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: -96144.914062 Penalty: 3224.639648
	Iteration 6Q: 3 clusters Score -96144.91 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: -96148.601562 Penalty: 3224.639648
	Iteration 7Q: 3 clusters Score -96148.6 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: -96148.601562 Penalty: 3224.639648
	Iteration 8F: 3 clusters Score -96148.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 2524 members 
Mstep: Class 3 contains 4147 members 
Mstep: Class 4 contains 11941 members 
Mstep: Class 5 contains 3029 members 
Mstep: Class 6 contains 2537 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7681 members 
Mstep: Class 9 contains 173638 members 
Mstep: Class 10 contains 8502 members 
Mstep: Class 11 contains 4224 members 
Mstep: Class 12 contains 23438 members 
Mstep: Class 13 contains 4010 members 
Mstep: Class 14 contains 6649 members 
Mstep: Class 15 contains 184706 members 
Mstep: Class 16 contains 218572 members 
Mstep: Class 17 contains 15387 members 
Mstep: Class 18 contains 28495 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4185 members 
Mstep: Class 21 contains 22602 members 
Mstep: Class 22 contains 41845 members 
Mstep: Class 23 contains 4483 members 
Mstep: Class 24 contains 2372 members 
Mstep: Class 25 contains 39312 members 
Mstep: Class 26 contains 37513 members 
Mstep: Class 27 contains 6784 members 
Mstep: Class 28 contains 26010 members 
Mstep: Class 29 contains 7810 members 
Mstep: Class 30 contains 23937 members 
Mstep: Class 31 contains 5618 members 
Mstep: Class 32 contains 17767 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11661 members 
Mstep: Class 35 contains 62278 members 
Mstep: Class 36 contains 26407 members 
Mstep: Class 37 contains 7330 members 
Mstep: Class 38 contains 254 members 
Mstep: Class 39 contains 3583 members 
Mstep: Class 40 contains 2934 members 
Mstep: Class 41 contains 19404 members 
Mstep: Class 42 contains 11094 members 
Mstep: Class 43 contains 481 members 
Mstep: Class 44 contains 2847 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10450 members 
Mstep: Class 47 contains 278 members 
Mstep: Class 48 contains 27567 members 
Mstep: Class 49 contains 7649 members 
Mstep: Class 50 contains 313 members 
Mstep: Class 51 contains 28335 members 
Mstep: Class 52 contains 248 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 366 members 
Mstep: Class 56 contains 1127 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 911 members 
Mstep: Class 60 contains 337 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 334 members 
Mstep: Class 63 contains 1106 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 372 members 
Mstep: Class 67 contains 1418 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 306 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 436 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1695 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2137 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 193 members 
Mstep: Class 79 contains 294 members 
Entering Unmasked Estep 
Score: -147535680.000000 Penalty: 274052.718750
Splitting cluster 66 changes total score from -147536512.000000 to -147535680.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 67 (1418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Entering Unmasked Estep 
Score: -210735.968750 Penalty: 1799.736694
	Iteration 0F: 2 clusters Score -210736 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -208606.015625 Penalty: 3599.473389
	Iteration 0F: 3 clusters Score -208606 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -209891.515625 Penalty: 3599.473389
	Iteration 1F: 3 clusters Score -209891.5 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -211158.015625 Penalty: 3599.473389
	Iteration 2F: 3 clusters Score -211158 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -211694.187500 Penalty: 3599.473389
	Iteration 3F: 3 clusters Score -211694.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -211837.296875 Penalty: 3599.473389
	Iteration 4Q: 3 clusters Score -211837.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -211939.734375 Penalty: 3599.473389
	Iteration 5Q: 3 clusters Score -211939.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -211970.328125 Penalty: 3599.473389
	Iteration 6Q: 3 clusters Score -211970.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -211986.171875 Penalty: 3599.473389
	Iteration 7Q: 3 clusters Score -211986.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -212024.125000 Penalty: 3599.473389
	Iteration 8Q: 3 clusters Score -212024.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -212070.562500 Penalty: 3599.473389
	Iteration 9Q: 3 clusters Score -212070.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -212081.875000 Penalty: 3599.473389
	Iteration 10Q: 3 clusters Score -212081.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -212088.734375 Penalty: 3599.473389
	Iteration 11Q: 3 clusters Score -212088.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -212090.078125 Penalty: 3599.473389
	Iteration 12Q: 3 clusters Score -212090.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -212090.140625 Penalty: 3599.473389
	Iteration 13Q: 3 clusters Score -212090.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -212090.140625 Penalty: 3599.473389
	Iteration 14F: 3 clusters Score -212090.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 2524 members 
Mstep: Class 3 contains 4147 members 
Mstep: Class 4 contains 11941 members 
Mstep: Class 5 contains 3029 members 
Mstep: Class 6 contains 2537 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7681 members 
Mstep: Class 9 contains 173638 members 
Mstep: Class 10 contains 8502 members 
Mstep: Class 11 contains 4224 members 
Mstep: Class 12 contains 23438 members 
Mstep: Class 13 contains 4010 members 
Mstep: Class 14 contains 6649 members 
Mstep: Class 15 contains 184706 members 
Mstep: Class 16 contains 218572 members 
Mstep: Class 17 contains 15387 members 
Mstep: Class 18 contains 28495 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4185 members 
Mstep: Class 21 contains 22602 members 
Mstep: Class 22 contains 41845 members 
Mstep: Class 23 contains 4483 members 
Mstep: Class 24 contains 2372 members 
Mstep: Class 25 contains 39312 members 
Mstep: Class 26 contains 37513 members 
Mstep: Class 27 contains 6784 members 
Mstep: Class 28 contains 26010 members 
Mstep: Class 29 contains 7810 members 
Mstep: Class 30 contains 23937 members 
Mstep: Class 31 contains 5618 members 
Mstep: Class 32 contains 17767 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11661 members 
Mstep: Class 35 contains 62278 members 
Mstep: Class 36 contains 26407 members 
Mstep: Class 37 contains 7330 members 
Mstep: Class 38 contains 254 members 
Mstep: Class 39 contains 3583 members 
Mstep: Class 40 contains 2934 members 
Mstep: Class 41 contains 19404 members 
Mstep: Class 42 contains 11094 members 
Mstep: Class 43 contains 481 members 
Mstep: Class 44 contains 2847 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10450 members 
Mstep: Class 47 contains 278 members 
Mstep: Class 48 contains 27567 members 
Mstep: Class 49 contains 7649 members 
Mstep: Class 50 contains 313 members 
Mstep: Class 51 contains 28335 members 
Mstep: Class 52 contains 248 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 366 members 
Mstep: Class 56 contains 1127 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 911 members 
Mstep: Class 60 contains 337 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 334 members 
Mstep: Class 63 contains 1106 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 666 members 
Mstep: Class 67 contains 908 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 306 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 436 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1695 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2137 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 193 members 
Mstep: Class 79 contains 510 members 
Entering Unmasked Estep 
Score: -147536512.000000 Penalty: 274052.718750
Splitting cluster 67 changes total score from -147536512.000000 to -147536512.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 68 (214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Entering Unmasked Estep 
Score: -31549.523438 Penalty: 1330.761963
	Iteration 0F: 2 clusters Score -31549.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -30467.015625 Penalty: 2661.523926
	Iteration 0F: 3 clusters Score -30467.02 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -30591.441406 Penalty: 2661.523926
	Iteration 1F: 3 clusters Score -30591.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -30735.560547 Penalty: 2661.523926
	Iteration 2Q: 3 clusters Score -30735.56 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -30787.511719 Penalty: 2661.523926
	Iteration 3F: 3 clusters Score -30787.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -30805.765625 Penalty: 2661.523926
	Iteration 4Q: 3 clusters Score -30805.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -30822.576172 Penalty: 2661.523926
	Iteration 5Q: 3 clusters Score -30822.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -30829.865234 Penalty: 2661.523926
	Iteration 6Q: 3 clusters Score -30829.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -30829.865234 Penalty: 2661.523926
	Iteration 7F: 3 clusters Score -30829.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Entering Unmasked Estep 
Score: -41400.277344 Penalty: 1419.449097
	Iteration 0F: 2 clusters Score -41400.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -40265.773438 Penalty: 2838.898193
	Iteration 0F: 3 clusters Score -40265.77 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -40724.335938 Penalty: 2838.898193
	Iteration 1F: 3 clusters Score -40724.34 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -40902.980469 Penalty: 2838.898193
	Iteration 2F: 3 clusters Score -40902.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -40963.910156 Penalty: 2838.898193
	Iteration 3Q: 3 clusters Score -40963.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -40991.792969 Penalty: 2838.898193
	Iteration 4Q: 3 clusters Score -40991.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -41039.316406 Penalty: 2838.898193
	Iteration 5Q: 3 clusters Score -41039.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -41059.199219 Penalty: 2838.898193
	Iteration 6Q: 3 clusters Score -41059.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -41072.746094 Penalty: 2838.898193
	Iteration 7Q: 3 clusters Score -41072.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -41103.992188 Penalty: 2838.898193
	Iteration 8Q: 3 clusters Score -41103.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -41128.457031 Penalty: 2838.898193
	Iteration 9Q: 3 clusters Score -41128.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -41176.703125 Penalty: 2838.898193
	Iteration 10Q: 3 clusters Score -41176.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -41210.285156 Penalty: 2838.898193
	Iteration 11Q: 3 clusters Score -41210.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -41210.285156 Penalty: 2838.898193
	Iteration 12F: 3 clusters Score -41210.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Entering Unmasked Estep 
Score: -20612.611328 Penalty: 1237.627319
	Iteration 0F: 2 clusters Score -20612.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -19719.310547 Penalty: 2475.254639
	Iteration 0F: 3 clusters Score -19719.31 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -19808.201172 Penalty: 2475.254639
	Iteration 1F: 3 clusters Score -19808.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -19823.714844 Penalty: 2475.254639
	Iteration 2Q: 3 clusters Score -19823.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -19823.714844 Penalty: 2475.254639
	Iteration 3F: 3 clusters Score -19823.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Entering Unmasked Estep 
Score: -63164.859375 Penalty: 1507.255371
	Iteration 0F: 2 clusters Score -63164.86 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 231 members 
Entering Unmasked Estep 
Score: -61814.230469 Penalty: 3014.510742
	Iteration 0F: 3 clusters Score -61814.23 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -62421.890625 Penalty: 3014.510742
	Iteration 1F: 3 clusters Score -62421.89 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -62680.179688 Penalty: 3014.510742
	Iteration 2F: 3 clusters Score -62680.18 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -62858.363281 Penalty: 3014.510742
	Iteration 3Q: 3 clusters Score -62858.36 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -62957.234375 Penalty: 3014.510742
	Iteration 4Q: 3 clusters Score -62957.23 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -63039.871094 Penalty: 3014.510742
	Iteration 5Q: 3 clusters Score -63039.87 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -63138.675781 Penalty: 3014.510742
	Iteration 6Q: 3 clusters Score -63138.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -63148.527344 Penalty: 3014.510742
	Iteration 7Q: 3 clusters Score -63148.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -63160.136719 Penalty: 3014.510742
	Iteration 8Q: 3 clusters Score -63160.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -63165.316406 Penalty: 3014.510742
	Iteration 9Q: 3 clusters Score -63165.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -63165.316406 Penalty: 3014.510742
	Iteration 10F: 3 clusters Score -63165.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 2524 members 
Mstep: Class 3 contains 4147 members 
Mstep: Class 4 contains 11941 members 
Mstep: Class 5 contains 3029 members 
Mstep: Class 6 contains 2537 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7681 members 
Mstep: Class 9 contains 173638 members 
Mstep: Class 10 contains 8502 members 
Mstep: Class 11 contains 4224 members 
Mstep: Class 12 contains 23438 members 
Mstep: Class 13 contains 4010 members 
Mstep: Class 14 contains 6649 members 
Mstep: Class 15 contains 184706 members 
Mstep: Class 16 contains 218572 members 
Mstep: Class 17 contains 15387 members 
Mstep: Class 18 contains 28495 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4185 members 
Mstep: Class 21 contains 22602 members 
Mstep: Class 22 contains 41845 members 
Mstep: Class 23 contains 4483 members 
Mstep: Class 24 contains 2372 members 
Mstep: Class 25 contains 39312 members 
Mstep: Class 26 contains 37513 members 
Mstep: Class 27 contains 6784 members 
Mstep: Class 28 contains 26010 members 
Mstep: Class 29 contains 7810 members 
Mstep: Class 30 contains 23937 members 
Mstep: Class 31 contains 5618 members 
Mstep: Class 32 contains 17767 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11661 members 
Mstep: Class 35 contains 62278 members 
Mstep: Class 36 contains 26407 members 
Mstep: Class 37 contains 7330 members 
Mstep: Class 38 contains 254 members 
Mstep: Class 39 contains 3583 members 
Mstep: Class 40 contains 2934 members 
Mstep: Class 41 contains 19404 members 
Mstep: Class 42 contains 11094 members 
Mstep: Class 43 contains 481 members 
Mstep: Class 44 contains 2847 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10450 members 
Mstep: Class 47 contains 278 members 
Mstep: Class 48 contains 27567 members 
Mstep: Class 49 contains 7649 members 
Mstep: Class 50 contains 313 members 
Mstep: Class 51 contains 28335 members 
Mstep: Class 52 contains 248 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 366 members 
Mstep: Class 56 contains 1127 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 911 members 
Mstep: Class 60 contains 337 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 334 members 
Mstep: Class 63 contains 1106 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 666 members 
Mstep: Class 67 contains 1418 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 306 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 243 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1695 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2137 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 193 members 
Mstep: Class 79 contains 193 members 
Entering Unmasked Estep 
Score: -147534592.000000 Penalty: 274052.718750
Splitting cluster 71 changes total score from -147536512.000000 to -147534592.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 72 (248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Entering Unmasked Estep 
Score: -33733.035156 Penalty: 1367.330322
	Iteration 0F: 2 clusters Score -33733.04 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 121 members 
Entering Unmasked Estep 
Score: -32559.894531 Penalty: 2734.660645
	Iteration 0F: 3 clusters Score -32559.89 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -32777.011719 Penalty: 2734.660645
	Iteration 1F: 3 clusters Score -32777.01 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -32929.429688 Penalty: 2734.660645
	Iteration 2F: 3 clusters Score -32929.43 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -33036.320312 Penalty: 2734.660645
	Iteration 3Q: 3 clusters Score -33036.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -33094.777344 Penalty: 2734.660645
	Iteration 4Q: 3 clusters Score -33094.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -33115.234375 Penalty: 2734.660645
	Iteration 5Q: 3 clusters Score -33115.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -33145.644531 Penalty: 2734.660645
	Iteration 6Q: 3 clusters Score -33145.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -33157.578125 Penalty: 2734.660645
	Iteration 7Q: 3 clusters Score -33157.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -33163.398438 Penalty: 2734.660645
	Iteration 8Q: 3 clusters Score -33163.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -33163.398438 Penalty: 2734.660645
	Iteration 9F: 3 clusters Score -33163.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 73 (215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Entering Unmasked Estep 
Score: -31694.962891 Penalty: 1331.918213
	Iteration 0F: 2 clusters Score -31694.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -30552.322266 Penalty: 2663.836426
	Iteration 0F: 3 clusters Score -30552.32 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -30715.357422 Penalty: 2663.836426
	Iteration 1F: 3 clusters Score -30715.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -30766.203125 Penalty: 2663.836426
	Iteration 2Q: 3 clusters Score -30766.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -30771.957031 Penalty: 2663.836426
	Iteration 3Q: 3 clusters Score -30771.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -30775.941406 Penalty: 2663.836426
	Iteration 4Q: 3 clusters Score -30775.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -30775.941406 Penalty: 2663.836426
	Iteration 5F: 3 clusters Score -30775.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 74 (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: -245542.968750 Penalty: 1843.988647
	Iteration 0F: 2 clusters Score -245543 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -243391.562500 Penalty: 3687.977295
	Iteration 0F: 3 clusters Score -243391.6 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -244935.031250 Penalty: 3687.977295
	Iteration 1F: 3 clusters Score -244935 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -245538.328125 Penalty: 3687.977295
	Iteration 2F: 3 clusters Score -245538.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -245753.218750 Penalty: 3687.977295
	Iteration 3F: 3 clusters Score -245753.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -245911.687500 Penalty: 3687.977295
	Iteration 4Q: 3 clusters Score -245911.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -245959.734375 Penalty: 3687.977295
	Iteration 5Q: 3 clusters Score -245959.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -245969.671875 Penalty: 3687.977295
	Iteration 6Q: 3 clusters Score -245969.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -245974.281250 Penalty: 3687.977295
	Iteration 7Q: 3 clusters Score -245974.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -245980.234375 Penalty: 3687.977295
	Iteration 8Q: 3 clusters Score -245980.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -245983.812500 Penalty: 3687.977295
	Iteration 9Q: 3 clusters Score -245983.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -245985.000000 Penalty: 3687.977295
	Iteration 10Q: 3 clusters Score -245985 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -245985.015625 Penalty: 3687.977295
	Iteration 11Q: 3 clusters Score -245985 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -245985.015625 Penalty: 3687.977295
	Iteration 12F: 3 clusters Score -245985 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 2524 members 
Mstep: Class 3 contains 4147 members 
Mstep: Class 4 contains 11941 members 
Mstep: Class 5 contains 3029 members 
Mstep: Class 6 contains 2537 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7681 members 
Mstep: Class 9 contains 173638 members 
Mstep: Class 10 contains 8502 members 
Mstep: Class 11 contains 4224 members 
Mstep: Class 12 contains 23438 members 
Mstep: Class 13 contains 4010 members 
Mstep: Class 14 contains 6649 members 
Mstep: Class 15 contains 184706 members 
Mstep: Class 16 contains 218572 members 
Mstep: Class 17 contains 15387 members 
Mstep: Class 18 contains 28495 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4185 members 
Mstep: Class 21 contains 22602 members 
Mstep: Class 22 contains 41845 members 
Mstep: Class 23 contains 4483 members 
Mstep: Class 24 contains 2372 members 
Mstep: Class 25 contains 39312 members 
Mstep: Class 26 contains 37513 members 
Mstep: Class 27 contains 6784 members 
Mstep: Class 28 contains 26010 members 
Mstep: Class 29 contains 7810 members 
Mstep: Class 30 contains 23937 members 
Mstep: Class 31 contains 5618 members 
Mstep: Class 32 contains 17767 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11661 members 
Mstep: Class 35 contains 62278 members 
Mstep: Class 36 contains 26407 members 
Mstep: Class 37 contains 7330 members 
Mstep: Class 38 contains 254 members 
Mstep: Class 39 contains 3583 members 
Mstep: Class 40 contains 2934 members 
Mstep: Class 41 contains 19404 members 
Mstep: Class 42 contains 11094 members 
Mstep: Class 43 contains 481 members 
Mstep: Class 44 contains 2847 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10450 members 
Mstep: Class 47 contains 278 members 
Mstep: Class 48 contains 27567 members 
Mstep: Class 49 contains 7649 members 
Mstep: Class 50 contains 313 members 
Mstep: Class 51 contains 28335 members 
Mstep: Class 52 contains 248 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 366 members 
Mstep: Class 56 contains 1127 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 911 members 
Mstep: Class 60 contains 337 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 334 members 
Mstep: Class 63 contains 1106 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 666 members 
Mstep: Class 67 contains 1418 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 306 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 436 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 960 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2137 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 193 members 
Mstep: Class 79 contains 735 members 
Entering Unmasked Estep 
Score: -147535184.000000 Penalty: 274052.718750
Splitting cluster 74 changes total score from -147536512.000000 to -147535184.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 75 (309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Entering Unmasked Estep 
Score: -42010.617188 Penalty: 1421.868652
	Iteration 0F: 2 clusters Score -42010.62 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 145 members 
Entering Unmasked Estep 
Score: -40887.687500 Penalty: 2843.737305
	Iteration 0F: 3 clusters Score -40887.69 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -41319.625000 Penalty: 2843.737305
	Iteration 1F: 3 clusters Score -41319.62 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -41565.910156 Penalty: 2843.737305
	Iteration 2F: 3 clusters Score -41565.91 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -41762.078125 Penalty: 2843.737305
	Iteration 3F: 3 clusters Score -41762.08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -41956.687500 Penalty: 2843.737305
	Iteration 4Q: 3 clusters Score -41956.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -41956.687500 Penalty: 2843.737305
	Iteration 5F: 3 clusters Score -41956.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 76 (2137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Entering Unmasked Estep 
Score: -284940.875000 Penalty: 1901.455200
	Iteration 0F: 2 clusters Score -284940.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -282437.656250 Penalty: 3802.910400
	Iteration 0F: 3 clusters Score -282437.7 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -283727.156250 Penalty: 3802.910400
	Iteration 1F: 3 clusters Score -283727.2 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -284411.093750 Penalty: 3802.910400
	Iteration 2F: 3 clusters Score -284411.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -284822.968750 Penalty: 3802.910400
	Iteration 3F: 3 clusters Score -284823 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -284979.437500 Penalty: 3802.910400
	Iteration 4Q: 3 clusters Score -284979.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -285071.656250 Penalty: 3802.910400
	Iteration 5Q: 3 clusters Score -285071.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -285184.687500 Penalty: 3802.910400
	Iteration 6Q: 3 clusters Score -285184.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -285289.750000 Penalty: 3802.910400
	Iteration 7Q: 3 clusters Score -285289.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -285311.562500 Penalty: 3802.910400
	Iteration 8Q: 3 clusters Score -285311.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -285318.437500 Penalty: 3802.910400
	Iteration 9Q: 3 clusters Score -285318.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -285330.937500 Penalty: 3802.910400
	Iteration 10Q: 3 clusters Score -285330.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -285356.562500 Penalty: 3802.910400
	Iteration 11Q: 3 clusters Score -285356.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -285375.500000 Penalty: 3802.910400
	Iteration 12Q: 3 clusters Score -285375.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -285389.187500 Penalty: 3802.910400
	Iteration 13Q: 3 clusters Score -285389.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -285411.437500 Penalty: 3802.910400
	Iteration 14Q: 3 clusters Score -285411.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -285430.468750 Penalty: 3802.910400
	Iteration 15Q: 3 clusters Score -285430.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -285439.000000 Penalty: 3802.910400
	Iteration 16Q: 3 clusters Score -285439 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -285447.187500 Penalty: 3802.910400
	Iteration 17Q: 3 clusters Score -285447.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -285450.781250 Penalty: 3802.910400
	Iteration 18Q: 3 clusters Score -285450.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -285451.687500 Penalty: 3802.910400
	Iteration 19Q: 3 clusters Score -285451.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -285457.625000 Penalty: 3802.910400
	Iteration 20F: 3 clusters Score -285457.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -285472.750000 Penalty: 3802.910400
	Iteration 21Q: 3 clusters Score -285472.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -285487.125000 Penalty: 3802.910400
	Iteration 22Q: 3 clusters Score -285487.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -285492.937500 Penalty: 3802.910400
	Iteration 23Q: 3 clusters Score -285492.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -285494.250000 Penalty: 3802.910400
	Iteration 24Q: 3 clusters Score -285494.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -285494.843750 Penalty: 3802.910400
	Iteration 25Q: 3 clusters Score -285494.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -285499.812500 Penalty: 3802.910400
	Iteration 26Q: 3 clusters Score -285499.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -285500.593750 Penalty: 3802.910400
	Iteration 27Q: 3 clusters Score -285500.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -285503.062500 Penalty: 3802.910400
	Iteration 28Q: 3 clusters Score -285503.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -285505.125000 Penalty: 3802.910400
	Iteration 29Q: 3 clusters Score -285505.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -285505.781250 Penalty: 3802.910400
	Iteration 30Q: 3 clusters Score -285505.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -285506.343750 Penalty: 3802.910400
	Iteration 31Q: 3 clusters Score -285506.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -285506.343750 Penalty: 3802.910400
	Iteration 32F: 3 clusters Score -285506.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 2524 members 
Mstep: Class 3 contains 4147 members 
Mstep: Class 4 contains 11941 members 
Mstep: Class 5 contains 3029 members 
Mstep: Class 6 contains 2537 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7681 members 
Mstep: Class 9 contains 173638 members 
Mstep: Class 10 contains 8502 members 
Mstep: Class 11 contains 4224 members 
Mstep: Class 12 contains 23438 members 
Mstep: Class 13 contains 4010 members 
Mstep: Class 14 contains 6649 members 
Mstep: Class 15 contains 184706 members 
Mstep: Class 16 contains 218572 members 
Mstep: Class 17 contains 15387 members 
Mstep: Class 18 contains 28495 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4185 members 
Mstep: Class 21 contains 22602 members 
Mstep: Class 22 contains 41845 members 
Mstep: Class 23 contains 4483 members 
Mstep: Class 24 contains 2372 members 
Mstep: Class 25 contains 39312 members 
Mstep: Class 26 contains 37513 members 
Mstep: Class 27 contains 6784 members 
Mstep: Class 28 contains 26010 members 
Mstep: Class 29 contains 7810 members 
Mstep: Class 30 contains 23937 members 
Mstep: Class 31 contains 5618 members 
Mstep: Class 32 contains 17767 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11661 members 
Mstep: Class 35 contains 62278 members 
Mstep: Class 36 contains 26407 members 
Mstep: Class 37 contains 7330 members 
Mstep: Class 38 contains 254 members 
Mstep: Class 39 contains 3583 members 
Mstep: Class 40 contains 2934 members 
Mstep: Class 41 contains 19404 members 
Mstep: Class 42 contains 11094 members 
Mstep: Class 43 contains 481 members 
Mstep: Class 44 contains 2847 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10450 members 
Mstep: Class 47 contains 278 members 
Mstep: Class 48 contains 27567 members 
Mstep: Class 49 contains 7649 members 
Mstep: Class 50 contains 313 members 
Mstep: Class 51 contains 28335 members 
Mstep: Class 52 contains 248 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 366 members 
Mstep: Class 56 contains 1127 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 911 members 
Mstep: Class 60 contains 337 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 334 members 
Mstep: Class 63 contains 1106 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 666 members 
Mstep: Class 67 contains 1418 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 306 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 436 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1695 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 1275 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 193 members 
Mstep: Class 79 contains 862 members 
Entering Unmasked Estep 
Score: -147535248.000000 Penalty: 274052.718750
Splitting cluster 76 changes total score from -147536512.000000 to -147535248.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 77 (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: -59391.492188 Penalty: 1497.983154
	Iteration 0F: 2 clusters Score -59391.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -58090.757812 Penalty: 2995.966309
	Iteration 0F: 3 clusters Score -58090.76 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -58606.621094 Penalty: 2995.966309
	Iteration 1F: 3 clusters Score -58606.62 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -58926.878906 Penalty: 2995.966309
	Iteration 2F: 3 clusters Score -58926.88 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -59310.972656 Penalty: 2995.966309
	Iteration 3F: 3 clusters Score -59310.97 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -59511.613281 Penalty: 2995.966309
	Iteration 4Q: 3 clusters Score -59511.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -59560.457031 Penalty: 2995.966309
	Iteration 5Q: 3 clusters Score -59560.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -59598.046875 Penalty: 2995.966309
	Iteration 6Q: 3 clusters Score -59598.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -59598.046875 Penalty: 2995.966309
	Iteration 7F: 3 clusters Score -59598.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 2524 members 
Mstep: Class 3 contains 4147 members 
Mstep: Class 4 contains 11941 members 
Mstep: Class 5 contains 3029 members 
Mstep: Class 6 contains 2537 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7681 members 
Mstep: Class 9 contains 173638 members 
Mstep: Class 10 contains 8502 members 
Mstep: Class 11 contains 4224 members 
Mstep: Class 12 contains 23438 members 
Mstep: Class 13 contains 4010 members 
Mstep: Class 14 contains 6649 members 
Mstep: Class 15 contains 184706 members 
Mstep: Class 16 contains 218572 members 
Mstep: Class 17 contains 15387 members 
Mstep: Class 18 contains 28495 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4185 members 
Mstep: Class 21 contains 22602 members 
Mstep: Class 22 contains 41845 members 
Mstep: Class 23 contains 4483 members 
Mstep: Class 24 contains 2372 members 
Mstep: Class 25 contains 39312 members 
Mstep: Class 26 contains 37513 members 
Mstep: Class 27 contains 6784 members 
Mstep: Class 28 contains 26010 members 
Mstep: Class 29 contains 7810 members 
Mstep: Class 30 contains 23937 members 
Mstep: Class 31 contains 5618 members 
Mstep: Class 32 contains 17767 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11661 members 
Mstep: Class 35 contains 62278 members 
Mstep: Class 36 contains 26407 members 
Mstep: Class 37 contains 7330 members 
Mstep: Class 38 contains 254 members 
Mstep: Class 39 contains 3583 members 
Mstep: Class 40 contains 2934 members 
Mstep: Class 41 contains 19404 members 
Mstep: Class 42 contains 11094 members 
Mstep: Class 43 contains 481 members 
Mstep: Class 44 contains 2847 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10450 members 
Mstep: Class 47 contains 278 members 
Mstep: Class 48 contains 27567 members 
Mstep: Class 49 contains 7649 members 
Mstep: Class 50 contains 313 members 
Mstep: Class 51 contains 28335 members 
Mstep: Class 52 contains 248 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 366 members 
Mstep: Class 56 contains 1127 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 911 members 
Mstep: Class 60 contains 337 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 334 members 
Mstep: Class 63 contains 1106 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 666 members 
Mstep: Class 67 contains 1418 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 306 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 436 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1695 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2137 members 
Mstep: Class 77 contains 243 members 
Mstep: Class 78 contains 193 members 
Mstep: Class 79 contains 177 members 
Entering Unmasked Estep 
Score: -147534720.000000 Penalty: 274052.718750
Splitting cluster 77 changes total score from -147536512.000000 to -147534720.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 78 (193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Entering Unmasked Estep 
Score: -26452.748047 Penalty: 1305.147095
	Iteration 0F: 2 clusters Score -26452.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -25327.234375 Penalty: 2610.294189
	Iteration 0F: 3 clusters Score -25327.23 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -25478.134766 Penalty: 2610.294189
	Iteration 1F: 3 clusters Score -25478.13 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -25624.187500 Penalty: 2610.294189
	Iteration 2F: 3 clusters Score -25624.19 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -25735.759766 Penalty: 2610.294189
	Iteration 3Q: 3 clusters Score -25735.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -25791.070312 Penalty: 2610.294189
	Iteration 4Q: 3 clusters Score -25791.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -25802.677734 Penalty: 2610.294189
	Iteration 5Q: 3 clusters Score -25802.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -25802.677734 Penalty: 2610.294189
	Iteration 6F: 3 clusters Score -25802.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 2524 members 
Mstep: Class 3 contains 4147 members 
Mstep: Class 4 contains 11941 members 
Mstep: Class 5 contains 3029 members 
Mstep: Class 6 contains 2537 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7681 members 
Mstep: Class 9 contains 173638 members 
Mstep: Class 10 contains 8502 members 
Mstep: Class 11 contains 4224 members 
Mstep: Class 12 contains 23438 members 
Mstep: Class 13 contains 4010 members 
Mstep: Class 14 contains 6649 members 
Mstep: Class 15 contains 184706 members 
Mstep: Class 16 contains 218572 members 
Mstep: Class 17 contains 15387 members 
Mstep: Class 18 contains 28495 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4185 members 
Mstep: Class 21 contains 22602 members 
Mstep: Class 22 contains 41845 members 
Mstep: Class 23 contains 4483 members 
Mstep: Class 24 contains 2372 members 
Mstep: Class 25 contains 39312 members 
Mstep: Class 26 contains 37513 members 
Mstep: Class 27 contains 6784 members 
Mstep: Class 28 contains 26010 members 
Mstep: Class 29 contains 7810 members 
Mstep: Class 30 contains 23937 members 
Mstep: Class 31 contains 5618 members 
Mstep: Class 32 contains 17767 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11661 members 
Mstep: Class 35 contains 62278 members 
Mstep: Class 36 contains 26407 members 
Mstep: Class 37 contains 7330 members 
Mstep: Class 38 contains 254 members 
Mstep: Class 39 contains 3583 members 
Mstep: Class 40 contains 2934 members 
Mstep: Class 41 contains 19404 members 
Mstep: Class 42 contains 11094 members 
Mstep: Class 43 contains 481 members 
Mstep: Class 44 contains 2847 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10450 members 
Mstep: Class 47 contains 278 members 
Mstep: Class 48 contains 27567 members 
Mstep: Class 49 contains 7649 members 
Mstep: Class 50 contains 313 members 
Mstep: Class 51 contains 28335 members 
Mstep: Class 52 contains 248 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 366 members 
Mstep: Class 56 contains 1127 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 911 members 
Mstep: Class 60 contains 337 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 334 members 
Mstep: Class 63 contains 1106 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 666 members 
Mstep: Class 67 contains 1418 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 306 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 436 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1695 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2137 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147536560.000000 Penalty: 270583.718750
Iteration 239Q: 79 clusters Score -1.475366e+08 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 2524 members 
Mstep: Class 3 contains 4147 members 
Mstep: Class 4 contains 11943 members 
Mstep: Class 5 contains 3029 members 
Mstep: Class 6 contains 2537 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7682 members 
Mstep: Class 9 contains 173618 members 
Mstep: Class 10 contains 8504 members 
Mstep: Class 11 contains 4221 members 
Mstep: Class 12 contains 23437 members 
Mstep: Class 13 contains 4009 members 
Mstep: Class 14 contains 6650 members 
Mstep: Class 15 contains 184657 members 
Mstep: Class 16 contains 218556 members 
Mstep: Class 17 contains 15363 members 
Mstep: Class 18 contains 28491 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4185 members 
Mstep: Class 21 contains 22601 members 
Mstep: Class 22 contains 41932 members 
Mstep: Class 23 contains 4483 members 
Mstep: Class 24 contains 2372 members 
Mstep: Class 25 contains 39318 members 
Mstep: Class 26 contains 37516 members 
Mstep: Class 27 contains 6779 members 
Mstep: Class 28 contains 26012 members 
Mstep: Class 29 contains 7805 members 
Mstep: Class 30 contains 23895 members 
Mstep: Class 31 contains 5610 members 
Mstep: Class 32 contains 17763 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11662 members 
Mstep: Class 35 contains 62271 members 
Mstep: Class 36 contains 26407 members 
Mstep: Class 37 contains 7330 members 
Mstep: Class 38 contains 254 members 
Mstep: Class 39 contains 3583 members 
Mstep: Class 40 contains 2934 members 
Mstep: Class 41 contains 19467 members 
Mstep: Class 42 contains 11099 members 
Mstep: Class 43 contains 481 members 
Mstep: Class 44 contains 2847 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10446 members 
Mstep: Class 47 contains 278 members 
Mstep: Class 48 contains 27567 members 
Mstep: Class 49 contains 7651 members 
Mstep: Class 50 contains 313 members 
Mstep: Class 51 contains 28355 members 
Mstep: Class 52 contains 248 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 366 members 
Mstep: Class 56 contains 1127 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 911 members 
Mstep: Class 60 contains 337 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 334 members 
Mstep: Class 63 contains 1106 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 666 members 
Mstep: Class 67 contains 1418 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 306 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 436 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1695 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2137 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147536432.000000 Penalty: 270583.718750
Iteration 240F: 79 clusters Score -1.475364e+08 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 2524 members 
Mstep: Class 3 contains 4147 members 
Mstep: Class 4 contains 11948 members 
Mstep: Class 5 contains 3028 members 
Mstep: Class 6 contains 2537 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7683 members 
Mstep: Class 9 contains 173604 members 
Mstep: Class 10 contains 8503 members 
Mstep: Class 11 contains 4217 members 
Mstep: Class 12 contains 23437 members 
Mstep: Class 13 contains 4009 members 
Mstep: Class 14 contains 6650 members 
Mstep: Class 15 contains 184609 members 
Mstep: Class 16 contains 218545 members 
Mstep: Class 17 contains 15335 members 
Mstep: Class 18 contains 28490 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4185 members 
Mstep: Class 21 contains 22597 members 
Mstep: Class 22 contains 42035 members 
Mstep: Class 23 contains 4483 members 
Mstep: Class 24 contains 2372 members 
Mstep: Class 25 contains 39328 members 
Mstep: Class 26 contains 37521 members 
Mstep: Class 27 contains 6773 members 
Mstep: Class 28 contains 26009 members 
Mstep: Class 29 contains 7798 members 
Mstep: Class 30 contains 23836 members 
Mstep: Class 31 contains 5604 members 
Mstep: Class 32 contains 17762 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11663 members 
Mstep: Class 35 contains 62262 members 
Mstep: Class 36 contains 26411 members 
Mstep: Class 37 contains 7330 members 
Mstep: Class 38 contains 254 members 
Mstep: Class 39 contains 3583 members 
Mstep: Class 40 contains 2934 members 
Mstep: Class 41 contains 19530 members 
Mstep: Class 42 contains 11106 members 
Mstep: Class 43 contains 481 members 
Mstep: Class 44 contains 2847 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10441 members 
Mstep: Class 47 contains 278 members 
Mstep: Class 48 contains 27567 members 
Mstep: Class 49 contains 7652 members 
Mstep: Class 50 contains 313 members 
Mstep: Class 51 contains 28365 members 
Mstep: Class 52 contains 248 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 366 members 
Mstep: Class 56 contains 1127 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 911 members 
Mstep: Class 60 contains 337 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 334 members 
Mstep: Class 63 contains 1106 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 666 members 
Mstep: Class 67 contains 1418 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 306 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 436 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1695 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2137 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147536480.000000 Penalty: 270583.718750
Iteration 241Q: 79 clusters Score -1.475365e+08 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 2524 members 
Mstep: Class 3 contains 4147 members 
Mstep: Class 4 contains 11947 members 
Mstep: Class 5 contains 3027 members 
Mstep: Class 6 contains 2537 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7682 members 
Mstep: Class 9 contains 173581 members 
Mstep: Class 10 contains 8501 members 
Mstep: Class 11 contains 4211 members 
Mstep: Class 12 contains 23442 members 
Mstep: Class 13 contains 4010 members 
Mstep: Class 14 contains 6650 members 
Mstep: Class 15 contains 184572 members 
Mstep: Class 16 contains 218527 members 
Mstep: Class 17 contains 15315 members 
Mstep: Class 18 contains 28491 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4185 members 
Mstep: Class 21 contains 22593 members 
Mstep: Class 22 contains 42141 members 
Mstep: Class 23 contains 4483 members 
Mstep: Class 24 contains 2372 members 
Mstep: Class 25 contains 39338 members 
Mstep: Class 26 contains 37525 members 
Mstep: Class 27 contains 6766 members 
Mstep: Class 28 contains 26009 members 
Mstep: Class 29 contains 7794 members 
Mstep: Class 30 contains 23771 members 
Mstep: Class 31 contains 5596 members 
Mstep: Class 32 contains 17759 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11665 members 
Mstep: Class 35 contains 62254 members 
Mstep: Class 36 contains 26414 members 
Mstep: Class 37 contains 7331 members 
Mstep: Class 38 contains 254 members 
Mstep: Class 39 contains 3583 members 
Mstep: Class 40 contains 2934 members 
Mstep: Class 41 contains 19600 members 
Mstep: Class 42 contains 11111 members 
Mstep: Class 43 contains 481 members 
Mstep: Class 44 contains 2847 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10436 members 
Mstep: Class 47 contains 278 members 
Mstep: Class 48 contains 27567 members 
Mstep: Class 49 contains 7655 members 
Mstep: Class 50 contains 313 members 
Mstep: Class 51 contains 28368 members 
Mstep: Class 52 contains 248 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 366 members 
Mstep: Class 56 contains 1127 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 911 members 
Mstep: Class 60 contains 337 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 334 members 
Mstep: Class 63 contains 1106 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 666 members 
Mstep: Class 67 contains 1418 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 306 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 436 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1695 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2137 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147536592.000000 Penalty: 270583.718750
Iteration 242Q: 79 clusters Score -1.475366e+08 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 2524 members 
Mstep: Class 3 contains 4147 members 
Mstep: Class 4 contains 11945 members 
Mstep: Class 5 contains 3028 members 
Mstep: Class 6 contains 2537 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7684 members 
Mstep: Class 9 contains 173563 members 
Mstep: Class 10 contains 8499 members 
Mstep: Class 11 contains 4206 members 
Mstep: Class 12 contains 23442 members 
Mstep: Class 13 contains 4010 members 
Mstep: Class 14 contains 6650 members 
Mstep: Class 15 contains 184538 members 
Mstep: Class 16 contains 218504 members 
Mstep: Class 17 contains 15298 members 
Mstep: Class 18 contains 28494 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4185 members 
Mstep: Class 21 contains 22587 members 
Mstep: Class 22 contains 42267 members 
Mstep: Class 23 contains 4482 members 
Mstep: Class 24 contains 2372 members 
Mstep: Class 25 contains 39338 members 
Mstep: Class 26 contains 37526 members 
Mstep: Class 27 contains 6752 members 
Mstep: Class 28 contains 26009 members 
Mstep: Class 29 contains 7793 members 
Mstep: Class 30 contains 23703 members 
Mstep: Class 31 contains 5591 members 
Mstep: Class 32 contains 17757 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11669 members 
Mstep: Class 35 contains 62236 members 
Mstep: Class 36 contains 26416 members 
Mstep: Class 37 contains 7331 members 
Mstep: Class 38 contains 254 members 
Mstep: Class 39 contains 3583 members 
Mstep: Class 40 contains 2934 members 
Mstep: Class 41 contains 19665 members 
Mstep: Class 42 contains 11114 members 
Mstep: Class 43 contains 481 members 
Mstep: Class 44 contains 2847 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10435 members 
Mstep: Class 47 contains 278 members 
Mstep: Class 48 contains 27567 members 
Mstep: Class 49 contains 7659 members 
Mstep: Class 50 contains 313 members 
Mstep: Class 51 contains 28377 members 
Mstep: Class 52 contains 248 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 366 members 
Mstep: Class 56 contains 1127 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 911 members 
Mstep: Class 60 contains 337 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 334 members 
Mstep: Class 63 contains 1106 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 666 members 
Mstep: Class 67 contains 1418 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 306 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 436 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1695 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2137 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147536816.000000 Penalty: 270583.718750
Iteration 243Q: 79 clusters Score -1.475368e+08 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 2524 members 
Mstep: Class 3 contains 4147 members 
Mstep: Class 4 contains 11943 members 
Mstep: Class 5 contains 3030 members 
Mstep: Class 6 contains 2537 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7682 members 
Mstep: Class 9 contains 173551 members 
Mstep: Class 10 contains 8498 members 
Mstep: Class 11 contains 4201 members 
Mstep: Class 12 contains 23440 members 
Mstep: Class 13 contains 4010 members 
Mstep: Class 14 contains 6650 members 
Mstep: Class 15 contains 184483 members 
Mstep: Class 16 contains 218476 members 
Mstep: Class 17 contains 15276 members 
Mstep: Class 18 contains 28493 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4185 members 
Mstep: Class 21 contains 22588 members 
Mstep: Class 22 contains 42415 members 
Mstep: Class 23 contains 4482 members 
Mstep: Class 24 contains 2372 members 
Mstep: Class 25 contains 39339 members 
Mstep: Class 26 contains 37532 members 
Mstep: Class 27 contains 6741 members 
Mstep: Class 28 contains 26006 members 
Mstep: Class 29 contains 7791 members 
Mstep: Class 30 contains 23626 members 
Mstep: Class 31 contains 5588 members 
Mstep: Class 32 contains 17756 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11670 members 
Mstep: Class 35 contains 62214 members 
Mstep: Class 36 contains 26419 members 
Mstep: Class 37 contains 7332 members 
Mstep: Class 38 contains 254 members 
Mstep: Class 39 contains 3583 members 
Mstep: Class 40 contains 2934 members 
Mstep: Class 41 contains 19743 members 
Mstep: Class 42 contains 11118 members 
Mstep: Class 43 contains 481 members 
Mstep: Class 44 contains 2847 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10432 members 
Mstep: Class 47 contains 278 members 
Mstep: Class 48 contains 27566 members 
Mstep: Class 49 contains 7662 members 
Mstep: Class 50 contains 313 members 
Mstep: Class 51 contains 28385 members 
Mstep: Class 52 contains 248 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 366 members 
Mstep: Class 56 contains 1127 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 911 members 
Mstep: Class 60 contains 337 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 334 members 
Mstep: Class 63 contains 1106 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 666 members 
Mstep: Class 67 contains 1418 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 306 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 436 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1695 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2137 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147536752.000000 Penalty: 270583.718750
Iteration 244Q: 79 clusters Score -1.475368e+08 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 2524 members 
Mstep: Class 3 contains 4147 members 
Mstep: Class 4 contains 11940 members 
Mstep: Class 5 contains 3029 members 
Mstep: Class 6 contains 2537 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7684 members 
Mstep: Class 9 contains 173533 members 
Mstep: Class 10 contains 8496 members 
Mstep: Class 11 contains 4201 members 
Mstep: Class 12 contains 23444 members 
Mstep: Class 13 contains 4010 members 
Mstep: Class 14 contains 6650 members 
Mstep: Class 15 contains 184438 members 
Mstep: Class 16 contains 218456 members 
Mstep: Class 17 contains 15241 members 
Mstep: Class 18 contains 28489 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4185 members 
Mstep: Class 21 contains 22577 members 
Mstep: Class 22 contains 42581 members 
Mstep: Class 23 contains 4482 members 
Mstep: Class 24 contains 2372 members 
Mstep: Class 25 contains 39339 members 
Mstep: Class 26 contains 37532 members 
Mstep: Class 27 contains 6731 members 
Mstep: Class 28 contains 26002 members 
Mstep: Class 29 contains 7786 members 
Mstep: Class 30 contains 23534 members 
Mstep: Class 31 contains 5581 members 
Mstep: Class 32 contains 17753 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11673 members 
Mstep: Class 35 contains 62204 members 
Mstep: Class 36 contains 26422 members 
Mstep: Class 37 contains 7332 members 
Mstep: Class 38 contains 254 members 
Mstep: Class 39 contains 3584 members 
Mstep: Class 40 contains 2934 members 
Mstep: Class 41 contains 19816 members 
Mstep: Class 42 contains 11122 members 
Mstep: Class 43 contains 481 members 
Mstep: Class 44 contains 2847 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10430 members 
Mstep: Class 47 contains 278 members 
Mstep: Class 48 contains 27566 members 
Mstep: Class 49 contains 7665 members 
Mstep: Class 50 contains 313 members 
Mstep: Class 51 contains 28396 members 
Mstep: Class 52 contains 248 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 366 members 
Mstep: Class 56 contains 1128 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 911 members 
Mstep: Class 60 contains 337 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 334 members 
Mstep: Class 63 contains 1106 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 666 members 
Mstep: Class 67 contains 1418 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 306 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 436 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1695 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2137 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147536864.000000 Penalty: 270583.718750
Iteration 245Q: 79 clusters Score -1.475369e+08 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 2524 members 
Mstep: Class 3 contains 4147 members 
Mstep: Class 4 contains 11936 members 
Mstep: Class 5 contains 3027 members 
Mstep: Class 6 contains 2537 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7685 members 
Mstep: Class 9 contains 173520 members 
Mstep: Class 10 contains 8493 members 
Mstep: Class 11 contains 4196 members 
Mstep: Class 12 contains 23443 members 
Mstep: Class 13 contains 4010 members 
Mstep: Class 14 contains 6648 members 
Mstep: Class 15 contains 184374 members 
Mstep: Class 16 contains 218436 members 
Mstep: Class 17 contains 15201 members 
Mstep: Class 18 contains 28489 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4185 members 
Mstep: Class 21 contains 22566 members 
Mstep: Class 22 contains 42776 members 
Mstep: Class 23 contains 4482 members 
Mstep: Class 24 contains 2372 members 
Mstep: Class 25 contains 39347 members 
Mstep: Class 26 contains 37536 members 
Mstep: Class 27 contains 6714 members 
Mstep: Class 28 contains 26002 members 
Mstep: Class 29 contains 7782 members 
Mstep: Class 30 contains 23437 members 
Mstep: Class 31 contains 5576 members 
Mstep: Class 32 contains 17754 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11673 members 
Mstep: Class 35 contains 62193 members 
Mstep: Class 36 contains 26420 members 
Mstep: Class 37 contains 7331 members 
Mstep: Class 38 contains 254 members 
Mstep: Class 39 contains 3585 members 
Mstep: Class 40 contains 2932 members 
Mstep: Class 41 contains 19900 members 
Mstep: Class 42 contains 11127 members 
Mstep: Class 43 contains 481 members 
Mstep: Class 44 contains 2847 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10431 members 
Mstep: Class 47 contains 278 members 
Mstep: Class 48 contains 27567 members 
Mstep: Class 49 contains 7666 members 
Mstep: Class 50 contains 313 members 
Mstep: Class 51 contains 28398 members 
Mstep: Class 52 contains 248 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 366 members 
Mstep: Class 56 contains 1128 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 911 members 
Mstep: Class 60 contains 337 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 334 members 
Mstep: Class 63 contains 1106 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 666 members 
Mstep: Class 67 contains 1418 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 306 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 436 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1695 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2137 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147537024.000000 Penalty: 270583.718750
Iteration 246Q: 79 clusters Score -1.47537e+08 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 2524 members 
Mstep: Class 3 contains 4147 members 
Mstep: Class 4 contains 11937 members 
Mstep: Class 5 contains 3032 members 
Mstep: Class 6 contains 2538 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7685 members 
Mstep: Class 9 contains 173504 members 
Mstep: Class 10 contains 8494 members 
Mstep: Class 11 contains 4188 members 
Mstep: Class 12 contains 23439 members 
Mstep: Class 13 contains 4010 members 
Mstep: Class 14 contains 6648 members 
Mstep: Class 15 contains 184306 members 
Mstep: Class 16 contains 218421 members 
Mstep: Class 17 contains 15149 members 
Mstep: Class 18 contains 28481 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4185 members 
Mstep: Class 21 contains 22553 members 
Mstep: Class 22 contains 42988 members 
Mstep: Class 23 contains 4483 members 
Mstep: Class 24 contains 2372 members 
Mstep: Class 25 contains 39354 members 
Mstep: Class 26 contains 37532 members 
Mstep: Class 27 contains 6690 members 
Mstep: Class 28 contains 25996 members 
Mstep: Class 29 contains 7778 members 
Mstep: Class 30 contains 23341 members 
Mstep: Class 31 contains 5569 members 
Mstep: Class 32 contains 17761 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11674 members 
Mstep: Class 35 contains 62182 members 
Mstep: Class 36 contains 26421 members 
Mstep: Class 37 contains 7331 members 
Mstep: Class 38 contains 254 members 
Mstep: Class 39 contains 3587 members 
Mstep: Class 40 contains 2932 members 
Mstep: Class 41 contains 19992 members 
Mstep: Class 42 contains 11130 members 
Mstep: Class 43 contains 480 members 
Mstep: Class 44 contains 2847 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10431 members 
Mstep: Class 47 contains 278 members 
Mstep: Class 48 contains 27567 members 
Mstep: Class 49 contains 7664 members 
Mstep: Class 50 contains 313 members 
Mstep: Class 51 contains 28404 members 
Mstep: Class 52 contains 248 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 366 members 
Mstep: Class 56 contains 1127 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 911 members 
Mstep: Class 60 contains 337 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 334 members 
Mstep: Class 63 contains 1106 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 666 members 
Mstep: Class 67 contains 1418 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 306 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 436 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1695 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2137 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147537136.000000 Penalty: 270583.718750
Iteration 247Q: 79 clusters Score -1.475371e+08 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 2524 members 
Mstep: Class 3 contains 4147 members 
Mstep: Class 4 contains 11939 members 
Mstep: Class 5 contains 3043 members 
Mstep: Class 6 contains 2538 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7682 members 
Mstep: Class 9 contains 173491 members 
Mstep: Class 10 contains 8490 members 
Mstep: Class 11 contains 4183 members 
Mstep: Class 12 contains 23430 members 
Mstep: Class 13 contains 4010 members 
Mstep: Class 14 contains 6650 members 
Mstep: Class 15 contains 184228 members 
Mstep: Class 16 contains 218409 members 
Mstep: Class 17 contains 15089 members 
Mstep: Class 18 contains 28482 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4185 members 
Mstep: Class 21 contains 22541 members 
Mstep: Class 22 contains 43207 members 
Mstep: Class 23 contains 4483 members 
Mstep: Class 24 contains 2372 members 
Mstep: Class 25 contains 39360 members 
Mstep: Class 26 contains 37534 members 
Mstep: Class 27 contains 6671 members 
Mstep: Class 28 contains 25997 members 
Mstep: Class 29 contains 7775 members 
Mstep: Class 30 contains 23223 members 
Mstep: Class 31 contains 5566 members 
Mstep: Class 32 contains 17766 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11674 members 
Mstep: Class 35 contains 62174 members 
Mstep: Class 36 contains 26425 members 
Mstep: Class 37 contains 7331 members 
Mstep: Class 38 contains 254 members 
Mstep: Class 39 contains 3585 members 
Mstep: Class 40 contains 2933 members 
Mstep: Class 41 contains 20079 members 
Mstep: Class 42 contains 11133 members 
Mstep: Class 43 contains 480 members 
Mstep: Class 44 contains 2847 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10424 members 
Mstep: Class 47 contains 278 members 
Mstep: Class 48 contains 27567 members 
Mstep: Class 49 contains 7665 members 
Mstep: Class 50 contains 313 members 
Mstep: Class 51 contains 28415 members 
Mstep: Class 52 contains 248 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 366 members 
Mstep: Class 56 contains 1128 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 911 members 
Mstep: Class 60 contains 337 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 334 members 
Mstep: Class 63 contains 1106 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 666 members 
Mstep: Class 67 contains 1418 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 306 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 436 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1695 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2137 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147537136.000000 Penalty: 270583.718750
Iteration 248Q: 79 clusters Score -1.475371e+08 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 2524 members 
Mstep: Class 3 contains 4147 members 
Mstep: Class 4 contains 11931 members 
Mstep: Class 5 contains 3051 members 
Mstep: Class 6 contains 2538 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7677 members 
Mstep: Class 9 contains 173485 members 
Mstep: Class 10 contains 8494 members 
Mstep: Class 11 contains 4177 members 
Mstep: Class 12 contains 23427 members 
Mstep: Class 13 contains 4010 members 
Mstep: Class 14 contains 6649 members 
Mstep: Class 15 contains 184150 members 
Mstep: Class 16 contains 218392 members 
Mstep: Class 17 contains 15034 members 
Mstep: Class 18 contains 28475 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4185 members 
Mstep: Class 21 contains 22533 members 
Mstep: Class 22 contains 43451 members 
Mstep: Class 23 contains 4483 members 
Mstep: Class 24 contains 2372 members 
Mstep: Class 25 contains 39355 members 
Mstep: Class 26 contains 37533 members 
Mstep: Class 27 contains 6660 members 
Mstep: Class 28 contains 25997 members 
Mstep: Class 29 contains 7770 members 
Mstep: Class 30 contains 23081 members 
Mstep: Class 31 contains 5559 members 
Mstep: Class 32 contains 17773 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11674 members 
Mstep: Class 35 contains 62168 members 
Mstep: Class 36 contains 26429 members 
Mstep: Class 37 contains 7331 members 
Mstep: Class 38 contains 254 members 
Mstep: Class 39 contains 3586 members 
Mstep: Class 40 contains 2933 members 
Mstep: Class 41 contains 20184 members 
Mstep: Class 42 contains 11134 members 
Mstep: Class 43 contains 480 members 
Mstep: Class 44 contains 2847 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10419 members 
Mstep: Class 47 contains 278 members 
Mstep: Class 48 contains 27566 members 
Mstep: Class 49 contains 7663 members 
Mstep: Class 50 contains 313 members 
Mstep: Class 51 contains 28421 members 
Mstep: Class 52 contains 248 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 366 members 
Mstep: Class 56 contains 1128 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 911 members 
Mstep: Class 60 contains 337 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 334 members 
Mstep: Class 63 contains 1106 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 666 members 
Mstep: Class 67 contains 1418 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 306 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 436 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1695 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2137 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147537360.000000 Penalty: 270583.718750
Iteration 249Q: 79 clusters Score -1.475374e+08 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 2524 members 
Mstep: Class 3 contains 4147 members 
Mstep: Class 4 contains 11926 members 
Mstep: Class 5 contains 3054 members 
Mstep: Class 6 contains 2538 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7680 members 
Mstep: Class 9 contains 173472 members 
Mstep: Class 10 contains 8501 members 
Mstep: Class 11 contains 4169 members 
Mstep: Class 12 contains 23423 members 
Mstep: Class 13 contains 4010 members 
Mstep: Class 14 contains 6651 members 
Mstep: Class 15 contains 184083 members 
Mstep: Class 16 contains 218367 members 
Mstep: Class 17 contains 14968 members 
Mstep: Class 18 contains 28470 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4185 members 
Mstep: Class 21 contains 22515 members 
Mstep: Class 22 contains 43760 members 
Mstep: Class 23 contains 4483 members 
Mstep: Class 24 contains 2372 members 
Mstep: Class 25 contains 39357 members 
Mstep: Class 26 contains 37537 members 
Mstep: Class 27 contains 6641 members 
Mstep: Class 28 contains 25999 members 
Mstep: Class 29 contains 7761 members 
Mstep: Class 30 contains 22917 members 
Mstep: Class 31 contains 5555 members 
Mstep: Class 32 contains 17773 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11673 members 
Mstep: Class 35 contains 62161 members 
Mstep: Class 36 contains 26425 members 
Mstep: Class 37 contains 7331 members 
Mstep: Class 38 contains 254 members 
Mstep: Class 39 contains 3586 members 
Mstep: Class 40 contains 2930 members 
Mstep: Class 41 contains 20281 members 
Mstep: Class 42 contains 11137 members 
Mstep: Class 43 contains 480 members 
Mstep: Class 44 contains 2847 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10411 members 
Mstep: Class 47 contains 278 members 
Mstep: Class 48 contains 27565 members 
Mstep: Class 49 contains 7664 members 
Mstep: Class 50 contains 313 members 
Mstep: Class 51 contains 28420 members 
Mstep: Class 52 contains 248 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 366 members 
Mstep: Class 56 contains 1128 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 911 members 
Mstep: Class 60 contains 337 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 334 members 
Mstep: Class 63 contains 1106 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 666 members 
Mstep: Class 67 contains 1418 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 306 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 436 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1695 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2137 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147537424.000000 Penalty: 270583.718750
Iteration 250Q: 79 clusters Score -1.475374e+08 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 2524 members 
Mstep: Class 3 contains 4147 members 
Mstep: Class 4 contains 11919 members 
Mstep: Class 5 contains 3058 members 
Mstep: Class 6 contains 2538 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7684 members 
Mstep: Class 9 contains 173460 members 
Mstep: Class 10 contains 8506 members 
Mstep: Class 11 contains 4157 members 
Mstep: Class 12 contains 23426 members 
Mstep: Class 13 contains 4010 members 
Mstep: Class 14 contains 6653 members 
Mstep: Class 15 contains 183986 members 
Mstep: Class 16 contains 218339 members 
Mstep: Class 17 contains 14868 members 
Mstep: Class 18 contains 28469 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4185 members 
Mstep: Class 21 contains 22512 members 
Mstep: Class 22 contains 44078 members 
Mstep: Class 23 contains 4483 members 
Mstep: Class 24 contains 2372 members 
Mstep: Class 25 contains 39358 members 
Mstep: Class 26 contains 37535 members 
Mstep: Class 27 contains 6616 members 
Mstep: Class 28 contains 26000 members 
Mstep: Class 29 contains 7749 members 
Mstep: Class 30 contains 22768 members 
Mstep: Class 31 contains 5554 members 
Mstep: Class 32 contains 17773 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11672 members 
Mstep: Class 35 contains 62142 members 
Mstep: Class 36 contains 26424 members 
Mstep: Class 37 contains 7331 members 
Mstep: Class 38 contains 254 members 
Mstep: Class 39 contains 3586 members 
Mstep: Class 40 contains 2931 members 
Mstep: Class 41 contains 20395 members 
Mstep: Class 42 contains 11143 members 
Mstep: Class 43 contains 480 members 
Mstep: Class 44 contains 2847 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10399 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27565 members 
Mstep: Class 49 contains 7675 members 
Mstep: Class 50 contains 313 members 
Mstep: Class 51 contains 28438 members 
Mstep: Class 52 contains 248 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 366 members 
Mstep: Class 56 contains 1128 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 911 members 
Mstep: Class 60 contains 337 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 334 members 
Mstep: Class 63 contains 1106 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 666 members 
Mstep: Class 67 contains 1418 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 306 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 436 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1695 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2137 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147537712.000000 Penalty: 270583.718750
Iteration 251Q: 79 clusters Score -1.475377e+08 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8411 members 
Mstep: Class 2 contains 2524 members 
Mstep: Class 3 contains 4147 members 
Mstep: Class 4 contains 11922 members 
Mstep: Class 5 contains 3061 members 
Mstep: Class 6 contains 2538 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7687 members 
Mstep: Class 9 contains 173454 members 
Mstep: Class 10 contains 8506 members 
Mstep: Class 11 contains 4142 members 
Mstep: Class 12 contains 23430 members 
Mstep: Class 13 contains 4010 members 
Mstep: Class 14 contains 6658 members 
Mstep: Class 15 contains 183889 members 
Mstep: Class 16 contains 218304 members 
Mstep: Class 17 contains 14729 members 
Mstep: Class 18 contains 28471 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4185 members 
Mstep: Class 21 contains 22500 members 
Mstep: Class 22 contains 44469 members 
Mstep: Class 23 contains 4485 members 
Mstep: Class 24 contains 2372 members 
Mstep: Class 25 contains 39358 members 
Mstep: Class 26 contains 37545 members 
Mstep: Class 27 contains 6595 members 
Mstep: Class 28 contains 25999 members 
Mstep: Class 29 contains 7732 members 
Mstep: Class 30 contains 22560 members 
Mstep: Class 31 contains 5554 members 
Mstep: Class 32 contains 17780 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11674 members 
Mstep: Class 35 contains 62126 members 
Mstep: Class 36 contains 26425 members 
Mstep: Class 37 contains 7330 members 
Mstep: Class 38 contains 254 members 
Mstep: Class 39 contains 3587 members 
Mstep: Class 40 contains 2926 members 
Mstep: Class 41 contains 20511 members 
Mstep: Class 42 contains 11150 members 
Mstep: Class 43 contains 480 members 
Mstep: Class 44 contains 2847 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10389 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27563 members 
Mstep: Class 49 contains 7684 members 
Mstep: Class 50 contains 313 members 
Mstep: Class 51 contains 28462 members 
Mstep: Class 52 contains 248 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 366 members 
Mstep: Class 56 contains 1128 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 911 members 
Mstep: Class 60 contains 337 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 334 members 
Mstep: Class 63 contains 1106 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 666 members 
Mstep: Class 67 contains 1418 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 306 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 436 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1695 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2137 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147537728.000000 Penalty: 270583.718750
Iteration 252Q: 79 clusters Score -1.475377e+08 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 2524 members 
Mstep: Class 3 contains 4147 members 
Mstep: Class 4 contains 11919 members 
Mstep: Class 5 contains 3066 members 
Mstep: Class 6 contains 2538 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7692 members 
Mstep: Class 9 contains 173462 members 
Mstep: Class 10 contains 8502 members 
Mstep: Class 11 contains 4119 members 
Mstep: Class 12 contains 23443 members 
Mstep: Class 13 contains 4010 members 
Mstep: Class 14 contains 6660 members 
Mstep: Class 15 contains 183783 members 
Mstep: Class 16 contains 218247 members 
Mstep: Class 17 contains 14581 members 
Mstep: Class 18 contains 28470 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4185 members 
Mstep: Class 21 contains 22462 members 
Mstep: Class 22 contains 44927 members 
Mstep: Class 23 contains 4484 members 
Mstep: Class 24 contains 2372 members 
Mstep: Class 25 contains 39359 members 
Mstep: Class 26 contains 37542 members 
Mstep: Class 27 contains 6576 members 
Mstep: Class 28 contains 26000 members 
Mstep: Class 29 contains 7719 members 
Mstep: Class 30 contains 22357 members 
Mstep: Class 31 contains 5555 members 
Mstep: Class 32 contains 17790 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11679 members 
Mstep: Class 35 contains 62104 members 
Mstep: Class 36 contains 26425 members 
Mstep: Class 37 contains 7330 members 
Mstep: Class 38 contains 254 members 
Mstep: Class 39 contains 3588 members 
Mstep: Class 40 contains 2923 members 
Mstep: Class 41 contains 20645 members 
Mstep: Class 42 contains 11150 members 
Mstep: Class 43 contains 480 members 
Mstep: Class 44 contains 2847 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10377 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27562 members 
Mstep: Class 49 contains 7695 members 
Mstep: Class 50 contains 313 members 
Mstep: Class 51 contains 28470 members 
Mstep: Class 52 contains 248 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 366 members 
Mstep: Class 56 contains 1130 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 911 members 
Mstep: Class 60 contains 337 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 334 members 
Mstep: Class 63 contains 1106 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 666 members 
Mstep: Class 67 contains 1418 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 306 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 436 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1695 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2137 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147537904.000000 Penalty: 270583.718750
Iteration 253Q: 79 clusters Score -1.475379e+08 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 2524 members 
Mstep: Class 3 contains 4147 members 
Mstep: Class 4 contains 11926 members 
Mstep: Class 5 contains 3065 members 
Mstep: Class 6 contains 2538 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7694 members 
Mstep: Class 9 contains 173435 members 
Mstep: Class 10 contains 8504 members 
Mstep: Class 11 contains 4092 members 
Mstep: Class 12 contains 23451 members 
Mstep: Class 13 contains 4011 members 
Mstep: Class 14 contains 6664 members 
Mstep: Class 15 contains 183700 members 
Mstep: Class 16 contains 218174 members 
Mstep: Class 17 contains 14434 members 
Mstep: Class 18 contains 28470 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4184 members 
Mstep: Class 21 contains 22431 members 
Mstep: Class 22 contains 45457 members 
Mstep: Class 23 contains 4485 members 
Mstep: Class 24 contains 2372 members 
Mstep: Class 25 contains 39354 members 
Mstep: Class 26 contains 37543 members 
Mstep: Class 27 contains 6550 members 
Mstep: Class 28 contains 25997 members 
Mstep: Class 29 contains 7705 members 
Mstep: Class 30 contains 22160 members 
Mstep: Class 31 contains 5553 members 
Mstep: Class 32 contains 17804 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11683 members 
Mstep: Class 35 contains 62069 members 
Mstep: Class 36 contains 26422 members 
Mstep: Class 37 contains 7330 members 
Mstep: Class 38 contains 254 members 
Mstep: Class 39 contains 3587 members 
Mstep: Class 40 contains 2923 members 
Mstep: Class 41 contains 20761 members 
Mstep: Class 42 contains 11148 members 
Mstep: Class 43 contains 480 members 
Mstep: Class 44 contains 2847 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10358 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27561 members 
Mstep: Class 49 contains 7706 members 
Mstep: Class 50 contains 313 members 
Mstep: Class 51 contains 28477 members 
Mstep: Class 52 contains 248 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 366 members 
Mstep: Class 56 contains 1130 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 911 members 
Mstep: Class 60 contains 337 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 334 members 
Mstep: Class 63 contains 1106 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 666 members 
Mstep: Class 67 contains 1418 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 306 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 436 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1695 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2137 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147538096.000000 Penalty: 270583.718750
Iteration 254Q: 79 clusters Score -1.475381e+08 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 2524 members 
Mstep: Class 3 contains 4147 members 
Mstep: Class 4 contains 11944 members 
Mstep: Class 5 contains 3065 members 
Mstep: Class 6 contains 2538 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7696 members 
Mstep: Class 9 contains 173420 members 
Mstep: Class 10 contains 8506 members 
Mstep: Class 11 contains 4066 members 
Mstep: Class 12 contains 23453 members 
Mstep: Class 13 contains 4014 members 
Mstep: Class 14 contains 6672 members 
Mstep: Class 15 contains 183562 members 
Mstep: Class 16 contains 218083 members 
Mstep: Class 17 contains 14270 members 
Mstep: Class 18 contains 28487 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4183 members 
Mstep: Class 21 contains 22417 members 
Mstep: Class 22 contains 46037 members 
Mstep: Class 23 contains 4485 members 
Mstep: Class 24 contains 2372 members 
Mstep: Class 25 contains 39346 members 
Mstep: Class 26 contains 37535 members 
Mstep: Class 27 contains 6520 members 
Mstep: Class 28 contains 25994 members 
Mstep: Class 29 contains 7688 members 
Mstep: Class 30 contains 21931 members 
Mstep: Class 31 contains 5548 members 
Mstep: Class 32 contains 17810 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11686 members 
Mstep: Class 35 contains 62035 members 
Mstep: Class 36 contains 26428 members 
Mstep: Class 37 contains 7331 members 
Mstep: Class 38 contains 254 members 
Mstep: Class 39 contains 3587 members 
Mstep: Class 40 contains 2924 members 
Mstep: Class 41 contains 20888 members 
Mstep: Class 42 contains 11148 members 
Mstep: Class 43 contains 481 members 
Mstep: Class 44 contains 2847 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10344 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27560 members 
Mstep: Class 49 contains 7711 members 
Mstep: Class 50 contains 313 members 
Mstep: Class 51 contains 28500 members 
Mstep: Class 52 contains 248 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 366 members 
Mstep: Class 56 contains 1130 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 911 members 
Mstep: Class 60 contains 337 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 334 members 
Mstep: Class 63 contains 1106 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 666 members 
Mstep: Class 67 contains 1418 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 306 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 436 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1695 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2137 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147538528.000000 Penalty: 270583.718750
Iteration 255Q: 79 clusters Score -1.475385e+08 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 2524 members 
Mstep: Class 3 contains 4147 members 
Mstep: Class 4 contains 11958 members 
Mstep: Class 5 contains 3068 members 
Mstep: Class 6 contains 2538 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7698 members 
Mstep: Class 9 contains 173406 members 
Mstep: Class 10 contains 8503 members 
Mstep: Class 11 contains 4041 members 
Mstep: Class 12 contains 23463 members 
Mstep: Class 13 contains 4019 members 
Mstep: Class 14 contains 6674 members 
Mstep: Class 15 contains 183429 members 
Mstep: Class 16 contains 218033 members 
Mstep: Class 17 contains 14091 members 
Mstep: Class 18 contains 28521 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4181 members 
Mstep: Class 21 contains 22400 members 
Mstep: Class 22 contains 46579 members 
Mstep: Class 23 contains 4487 members 
Mstep: Class 24 contains 2372 members 
Mstep: Class 25 contains 39345 members 
Mstep: Class 26 contains 37522 members 
Mstep: Class 27 contains 6502 members 
Mstep: Class 28 contains 25983 members 
Mstep: Class 29 contains 7668 members 
Mstep: Class 30 contains 21691 members 
Mstep: Class 31 contains 5549 members 
Mstep: Class 32 contains 17829 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11688 members 
Mstep: Class 35 contains 61978 members 
Mstep: Class 36 contains 26432 members 
Mstep: Class 37 contains 7332 members 
Mstep: Class 38 contains 254 members 
Mstep: Class 39 contains 3588 members 
Mstep: Class 40 contains 2918 members 
Mstep: Class 41 contains 21026 members 
Mstep: Class 42 contains 11149 members 
Mstep: Class 43 contains 481 members 
Mstep: Class 44 contains 2847 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10331 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27561 members 
Mstep: Class 49 contains 7723 members 
Mstep: Class 50 contains 313 members 
Mstep: Class 51 contains 28513 members 
Mstep: Class 52 contains 248 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 366 members 
Mstep: Class 56 contains 1130 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 911 members 
Mstep: Class 60 contains 337 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 334 members 
Mstep: Class 63 contains 1106 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 666 members 
Mstep: Class 67 contains 1418 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 306 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 436 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1695 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2137 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147538672.000000 Penalty: 270583.718750
Iteration 256Q: 79 clusters Score -1.475387e+08 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 2524 members 
Mstep: Class 3 contains 4147 members 
Mstep: Class 4 contains 11962 members 
Mstep: Class 5 contains 3067 members 
Mstep: Class 6 contains 2538 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7713 members 
Mstep: Class 9 contains 173366 members 
Mstep: Class 10 contains 8513 members 
Mstep: Class 11 contains 4017 members 
Mstep: Class 12 contains 23467 members 
Mstep: Class 13 contains 4021 members 
Mstep: Class 14 contains 6680 members 
Mstep: Class 15 contains 183303 members 
Mstep: Class 16 contains 217972 members 
Mstep: Class 17 contains 13931 members 
Mstep: Class 18 contains 28547 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4181 members 
Mstep: Class 21 contains 22378 members 
Mstep: Class 22 contains 47136 members 
Mstep: Class 23 contains 4486 members 
Mstep: Class 24 contains 2372 members 
Mstep: Class 25 contains 39349 members 
Mstep: Class 26 contains 37525 members 
Mstep: Class 27 contains 6478 members 
Mstep: Class 28 contains 25978 members 
Mstep: Class 29 contains 7649 members 
Mstep: Class 30 contains 21477 members 
Mstep: Class 31 contains 5551 members 
Mstep: Class 32 contains 17839 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11687 members 
Mstep: Class 35 contains 61910 members 
Mstep: Class 36 contains 26424 members 
Mstep: Class 37 contains 7331 members 
Mstep: Class 38 contains 254 members 
Mstep: Class 39 contains 3587 members 
Mstep: Class 40 contains 2917 members 
Mstep: Class 41 contains 21157 members 
Mstep: Class 42 contains 11149 members 
Mstep: Class 43 contains 481 members 
Mstep: Class 44 contains 2847 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10317 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27564 members 
Mstep: Class 49 contains 7733 members 
Mstep: Class 50 contains 313 members 
Mstep: Class 51 contains 28524 members 
Mstep: Class 52 contains 248 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 366 members 
Mstep: Class 56 contains 1129 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 911 members 
Mstep: Class 60 contains 337 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 334 members 
Mstep: Class 63 contains 1106 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 666 members 
Mstep: Class 67 contains 1418 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 306 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 436 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1695 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2137 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147538672.000000 Penalty: 270583.718750
Iteration 257Q: 79 clusters Score -1.475387e+08 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 2524 members 
Mstep: Class 3 contains 4147 members 
Mstep: Class 4 contains 11974 members 
Mstep: Class 5 contains 3069 members 
Mstep: Class 6 contains 2539 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7720 members 
Mstep: Class 9 contains 173348 members 
Mstep: Class 10 contains 8519 members 
Mstep: Class 11 contains 3988 members 
Mstep: Class 12 contains 23457 members 
Mstep: Class 13 contains 4020 members 
Mstep: Class 14 contains 6691 members 
Mstep: Class 15 contains 183139 members 
Mstep: Class 16 contains 217916 members 
Mstep: Class 17 contains 13764 members 
Mstep: Class 18 contains 28597 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4181 members 
Mstep: Class 21 contains 22362 members 
Mstep: Class 22 contains 47614 members 
Mstep: Class 23 contains 4488 members 
Mstep: Class 24 contains 2372 members 
Mstep: Class 25 contains 39370 members 
Mstep: Class 26 contains 37518 members 
Mstep: Class 27 contains 6446 members 
Mstep: Class 28 contains 25982 members 
Mstep: Class 29 contains 7635 members 
Mstep: Class 30 contains 21313 members 
Mstep: Class 31 contains 5548 members 
Mstep: Class 32 contains 17853 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11693 members 
Mstep: Class 35 contains 61865 members 
Mstep: Class 36 contains 26416 members 
Mstep: Class 37 contains 7334 members 
Mstep: Class 38 contains 254 members 
Mstep: Class 39 contains 3588 members 
Mstep: Class 40 contains 2911 members 
Mstep: Class 41 contains 21297 members 
Mstep: Class 42 contains 11141 members 
Mstep: Class 43 contains 481 members 
Mstep: Class 44 contains 2847 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10299 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27564 members 
Mstep: Class 49 contains 7738 members 
Mstep: Class 50 contains 313 members 
Mstep: Class 51 contains 28533 members 
Mstep: Class 52 contains 248 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 366 members 
Mstep: Class 56 contains 1127 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 911 members 
Mstep: Class 60 contains 337 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 334 members 
Mstep: Class 63 contains 1106 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 666 members 
Mstep: Class 67 contains 1418 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 306 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 436 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1695 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2137 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147539104.000000 Penalty: 270583.718750
Iteration 258Q: 79 clusters Score -1.475391e+08 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 2524 members 
Mstep: Class 3 contains 4147 members 
Mstep: Class 4 contains 11977 members 
Mstep: Class 5 contains 3068 members 
Mstep: Class 6 contains 2540 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7727 members 
Mstep: Class 9 contains 173338 members 
Mstep: Class 10 contains 8516 members 
Mstep: Class 11 contains 3958 members 
Mstep: Class 12 contains 23443 members 
Mstep: Class 13 contains 4021 members 
Mstep: Class 14 contains 6703 members 
Mstep: Class 15 contains 183032 members 
Mstep: Class 16 contains 217853 members 
Mstep: Class 17 contains 13605 members 
Mstep: Class 18 contains 28647 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4181 members 
Mstep: Class 21 contains 22342 members 
Mstep: Class 22 contains 48035 members 
Mstep: Class 23 contains 4487 members 
Mstep: Class 24 contains 2372 members 
Mstep: Class 25 contains 39391 members 
Mstep: Class 26 contains 37525 members 
Mstep: Class 27 contains 6422 members 
Mstep: Class 28 contains 25980 members 
Mstep: Class 29 contains 7622 members 
Mstep: Class 30 contains 21130 members 
Mstep: Class 31 contains 5546 members 
Mstep: Class 32 contains 17859 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11695 members 
Mstep: Class 35 contains 61829 members 
Mstep: Class 36 contains 26418 members 
Mstep: Class 37 contains 7335 members 
Mstep: Class 38 contains 254 members 
Mstep: Class 39 contains 3591 members 
Mstep: Class 40 contains 2909 members 
Mstep: Class 41 contains 21426 members 
Mstep: Class 42 contains 11139 members 
Mstep: Class 43 contains 481 members 
Mstep: Class 44 contains 2847 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10293 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27562 members 
Mstep: Class 49 contains 7743 members 
Mstep: Class 50 contains 313 members 
Mstep: Class 51 contains 28544 members 
Mstep: Class 52 contains 248 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 366 members 
Mstep: Class 56 contains 1126 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 911 members 
Mstep: Class 60 contains 337 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 334 members 
Mstep: Class 63 contains 1106 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 666 members 
Mstep: Class 67 contains 1418 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 306 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 436 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1695 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2137 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147539344.000000 Penalty: 270583.718750
Iteration 259Q: 79 clusters Score -1.475393e+08 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 2524 members 
Mstep: Class 3 contains 4147 members 
Mstep: Class 4 contains 11987 members 
Mstep: Class 5 contains 3074 members 
Mstep: Class 6 contains 2540 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7735 members 
Mstep: Class 9 contains 173343 members 
Mstep: Class 10 contains 8517 members 
Mstep: Class 11 contains 3931 members 
Mstep: Class 12 contains 23433 members 
Mstep: Class 13 contains 4023 members 
Mstep: Class 14 contains 6713 members 
Mstep: Class 15 contains 182915 members 
Mstep: Class 16 contains 217790 members 
Mstep: Class 17 contains 13419 members 
Mstep: Class 18 contains 28731 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4181 members 
Mstep: Class 21 contains 22338 members 
Mstep: Class 22 contains 48414 members 
Mstep: Class 23 contains 4486 members 
Mstep: Class 24 contains 2372 members 
Mstep: Class 25 contains 39376 members 
Mstep: Class 26 contains 37540 members 
Mstep: Class 27 contains 6397 members 
Mstep: Class 28 contains 25970 members 
Mstep: Class 29 contains 7609 members 
Mstep: Class 30 contains 20948 members 
Mstep: Class 31 contains 5543 members 
Mstep: Class 32 contains 17876 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11694 members 
Mstep: Class 35 contains 61790 members 
Mstep: Class 36 contains 26421 members 
Mstep: Class 37 contains 7333 members 
Mstep: Class 38 contains 254 members 
Mstep: Class 39 contains 3597 members 
Mstep: Class 40 contains 2906 members 
Mstep: Class 41 contains 21563 members 
Mstep: Class 42 contains 11136 members 
Mstep: Class 43 contains 481 members 
Mstep: Class 44 contains 2847 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10287 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27562 members 
Mstep: Class 49 contains 7754 members 
Mstep: Class 50 contains 313 members 
Mstep: Class 51 contains 28562 members 
Mstep: Class 52 contains 248 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 366 members 
Mstep: Class 56 contains 1128 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 911 members 
Mstep: Class 60 contains 337 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 334 members 
Mstep: Class 63 contains 1106 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 666 members 
Mstep: Class 67 contains 1418 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 306 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 436 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1695 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2137 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147539536.000000 Penalty: 270583.718750
Iteration 260F: 79 clusters Score -1.475395e+08 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 2524 members 
Mstep: Class 3 contains 4147 members 
Mstep: Class 4 contains 12002 members 
Mstep: Class 5 contains 3077 members 
Mstep: Class 6 contains 2541 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7739 members 
Mstep: Class 9 contains 173345 members 
Mstep: Class 10 contains 8519 members 
Mstep: Class 11 contains 3916 members 
Mstep: Class 12 contains 23433 members 
Mstep: Class 13 contains 4023 members 
Mstep: Class 14 contains 6723 members 
Mstep: Class 15 contains 182766 members 
Mstep: Class 16 contains 217726 members 
Mstep: Class 17 contains 13230 members 
Mstep: Class 18 contains 28816 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4179 members 
Mstep: Class 21 contains 22340 members 
Mstep: Class 22 contains 48748 members 
Mstep: Class 23 contains 4485 members 
Mstep: Class 24 contains 2372 members 
Mstep: Class 25 contains 39391 members 
Mstep: Class 26 contains 37539 members 
Mstep: Class 27 contains 6371 members 
Mstep: Class 28 contains 25964 members 
Mstep: Class 29 contains 7587 members 
Mstep: Class 30 contains 20790 members 
Mstep: Class 31 contains 5542 members 
Mstep: Class 32 contains 17900 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11697 members 
Mstep: Class 35 contains 61750 members 
Mstep: Class 36 contains 26414 members 
Mstep: Class 37 contains 7330 members 
Mstep: Class 38 contains 254 members 
Mstep: Class 39 contains 3608 members 
Mstep: Class 40 contains 2906 members 
Mstep: Class 41 contains 21691 members 
Mstep: Class 42 contains 11141 members 
Mstep: Class 43 contains 481 members 
Mstep: Class 44 contains 2847 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10283 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27561 members 
Mstep: Class 49 contains 7769 members 
Mstep: Class 50 contains 313 members 
Mstep: Class 51 contains 28602 members 
Mstep: Class 52 contains 248 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 366 members 
Mstep: Class 56 contains 1128 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 911 members 
Mstep: Class 60 contains 337 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 334 members 
Mstep: Class 63 contains 1106 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 666 members 
Mstep: Class 67 contains 1418 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 306 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 436 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1695 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2137 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147540304.000000 Penalty: 270583.718750
Iteration 261Q: 79 clusters Score -1.475403e+08 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 2524 members 
Mstep: Class 3 contains 4147 members 
Mstep: Class 4 contains 12008 members 
Mstep: Class 5 contains 3081 members 
Mstep: Class 6 contains 2541 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7741 members 
Mstep: Class 9 contains 173332 members 
Mstep: Class 10 contains 8521 members 
Mstep: Class 11 contains 3903 members 
Mstep: Class 12 contains 23429 members 
Mstep: Class 13 contains 4023 members 
Mstep: Class 14 contains 6734 members 
Mstep: Class 15 contains 182633 members 
Mstep: Class 16 contains 217697 members 
Mstep: Class 17 contains 13066 members 
Mstep: Class 18 contains 28885 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4178 members 
Mstep: Class 21 contains 22332 members 
Mstep: Class 22 contains 49051 members 
Mstep: Class 23 contains 4485 members 
Mstep: Class 24 contains 2372 members 
Mstep: Class 25 contains 39404 members 
Mstep: Class 26 contains 37543 members 
Mstep: Class 27 contains 6353 members 
Mstep: Class 28 contains 25966 members 
Mstep: Class 29 contains 7572 members 
Mstep: Class 30 contains 20637 members 
Mstep: Class 31 contains 5540 members 
Mstep: Class 32 contains 17918 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11701 members 
Mstep: Class 35 contains 61714 members 
Mstep: Class 36 contains 26397 members 
Mstep: Class 37 contains 7331 members 
Mstep: Class 38 contains 254 members 
Mstep: Class 39 contains 3615 members 
Mstep: Class 40 contains 2908 members 
Mstep: Class 41 contains 21824 members 
Mstep: Class 42 contains 11147 members 
Mstep: Class 43 contains 481 members 
Mstep: Class 44 contains 2847 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10284 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27562 members 
Mstep: Class 49 contains 7775 members 
Mstep: Class 50 contains 313 members 
Mstep: Class 51 contains 28620 members 
Mstep: Class 52 contains 248 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 366 members 
Mstep: Class 56 contains 1130 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 404 members 
Mstep: Class 59 contains 911 members 
Mstep: Class 60 contains 337 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 334 members 
Mstep: Class 63 contains 1106 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 666 members 
Mstep: Class 67 contains 1418 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 306 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 436 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1695 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2137 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147540224.000000 Penalty: 270583.718750
Iteration 262Q: 79 clusters Score -1.475402e+08 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 2523 members 
Mstep: Class 3 contains 4147 members 
Mstep: Class 4 contains 12015 members 
Mstep: Class 5 contains 3087 members 
Mstep: Class 6 contains 2541 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7744 members 
Mstep: Class 9 contains 173328 members 
Mstep: Class 10 contains 8533 members 
Mstep: Class 11 contains 3891 members 
Mstep: Class 12 contains 23423 members 
Mstep: Class 13 contains 4023 members 
Mstep: Class 14 contains 6740 members 
Mstep: Class 15 contains 182506 members 
Mstep: Class 16 contains 217662 members 
Mstep: Class 17 contains 12931 members 
Mstep: Class 18 contains 28947 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4177 members 
Mstep: Class 21 contains 22324 members 
Mstep: Class 22 contains 49326 members 
Mstep: Class 23 contains 4485 members 
Mstep: Class 24 contains 2372 members 
Mstep: Class 25 contains 39425 members 
Mstep: Class 26 contains 37551 members 
Mstep: Class 27 contains 6336 members 
Mstep: Class 28 contains 25969 members 
Mstep: Class 29 contains 7565 members 
Mstep: Class 30 contains 20483 members 
Mstep: Class 31 contains 5533 members 
Mstep: Class 32 contains 17903 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11701 members 
Mstep: Class 35 contains 61682 members 
Mstep: Class 36 contains 26398 members 
Mstep: Class 37 contains 7330 members 
Mstep: Class 38 contains 254 members 
Mstep: Class 39 contains 3619 members 
Mstep: Class 40 contains 2907 members 
Mstep: Class 41 contains 21956 members 
Mstep: Class 42 contains 11143 members 
Mstep: Class 43 contains 481 members 
Mstep: Class 44 contains 2847 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10286 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27563 members 
Mstep: Class 49 contains 7783 members 
Mstep: Class 50 contains 313 members 
Mstep: Class 51 contains 28642 members 
Mstep: Class 52 contains 248 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 366 members 
Mstep: Class 56 contains 1130 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 404 members 
Mstep: Class 59 contains 911 members 
Mstep: Class 60 contains 337 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 334 members 
Mstep: Class 63 contains 1106 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 666 members 
Mstep: Class 67 contains 1418 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 306 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 436 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1695 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2137 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147540528.000000 Penalty: 270583.718750
Iteration 263Q: 79 clusters Score -1.475405e+08 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 2524 members 
Mstep: Class 3 contains 4147 members 
Mstep: Class 4 contains 12025 members 
Mstep: Class 5 contains 3091 members 
Mstep: Class 6 contains 2541 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7745 members 
Mstep: Class 9 contains 173325 members 
Mstep: Class 10 contains 8538 members 
Mstep: Class 11 contains 3884 members 
Mstep: Class 12 contains 23408 members 
Mstep: Class 13 contains 4023 members 
Mstep: Class 14 contains 6749 members 
Mstep: Class 15 contains 182375 members 
Mstep: Class 16 contains 217634 members 
Mstep: Class 17 contains 12788 members 
Mstep: Class 18 contains 29002 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4177 members 
Mstep: Class 21 contains 22334 members 
Mstep: Class 22 contains 49543 members 
Mstep: Class 23 contains 4485 members 
Mstep: Class 24 contains 2372 members 
Mstep: Class 25 contains 39424 members 
Mstep: Class 26 contains 37562 members 
Mstep: Class 27 contains 6330 members 
Mstep: Class 28 contains 25974 members 
Mstep: Class 29 contains 7556 members 
Mstep: Class 30 contains 20365 members 
Mstep: Class 31 contains 5533 members 
Mstep: Class 32 contains 17902 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11705 members 
Mstep: Class 35 contains 61654 members 
Mstep: Class 36 contains 26390 members 
Mstep: Class 37 contains 7330 members 
Mstep: Class 38 contains 254 members 
Mstep: Class 39 contains 3620 members 
Mstep: Class 40 contains 2905 members 
Mstep: Class 41 contains 22095 members 
Mstep: Class 42 contains 11146 members 
Mstep: Class 43 contains 481 members 
Mstep: Class 44 contains 2848 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10283 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27562 members 
Mstep: Class 49 contains 7790 members 
Mstep: Class 50 contains 313 members 
Mstep: Class 51 contains 28668 members 
Mstep: Class 52 contains 248 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 366 members 
Mstep: Class 56 contains 1130 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 404 members 
Mstep: Class 59 contains 911 members 
Mstep: Class 60 contains 337 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 334 members 
Mstep: Class 63 contains 1106 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 666 members 
Mstep: Class 67 contains 1418 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 306 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 436 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1695 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2137 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147540368.000000 Penalty: 270583.718750
Iteration 264Q: 79 clusters Score -1.475404e+08 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 2524 members 
Mstep: Class 3 contains 4147 members 
Mstep: Class 4 contains 12033 members 
Mstep: Class 5 contains 3104 members 
Mstep: Class 6 contains 2542 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7743 members 
Mstep: Class 9 contains 173319 members 
Mstep: Class 10 contains 8538 members 
Mstep: Class 11 contains 3878 members 
Mstep: Class 12 contains 23398 members 
Mstep: Class 13 contains 4022 members 
Mstep: Class 14 contains 6751 members 
Mstep: Class 15 contains 182277 members 
Mstep: Class 16 contains 217610 members 
Mstep: Class 17 contains 12664 members 
Mstep: Class 18 contains 29050 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4177 members 
Mstep: Class 21 contains 22336 members 
Mstep: Class 22 contains 49745 members 
Mstep: Class 23 contains 4485 members 
Mstep: Class 24 contains 2372 members 
Mstep: Class 25 contains 39435 members 
Mstep: Class 26 contains 37568 members 
Mstep: Class 27 contains 6319 members 
Mstep: Class 28 contains 25976 members 
Mstep: Class 29 contains 7548 members 
Mstep: Class 30 contains 20261 members 
Mstep: Class 31 contains 5532 members 
Mstep: Class 32 contains 17904 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11706 members 
Mstep: Class 35 contains 61623 members 
Mstep: Class 36 contains 26382 members 
Mstep: Class 37 contains 7329 members 
Mstep: Class 38 contains 254 members 
Mstep: Class 39 contains 3623 members 
Mstep: Class 40 contains 2907 members 
Mstep: Class 41 contains 22194 members 
Mstep: Class 42 contains 11163 members 
Mstep: Class 43 contains 481 members 
Mstep: Class 44 contains 2847 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10278 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27562 members 
Mstep: Class 49 contains 7802 members 
Mstep: Class 50 contains 313 members 
Mstep: Class 51 contains 28684 members 
Mstep: Class 52 contains 248 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 366 members 
Mstep: Class 56 contains 1129 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 404 members 
Mstep: Class 59 contains 911 members 
Mstep: Class 60 contains 337 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 334 members 
Mstep: Class 63 contains 1106 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 666 members 
Mstep: Class 67 contains 1418 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 306 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 436 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1695 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2137 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147540720.000000 Penalty: 270583.718750
Iteration 265Q: 79 clusters Score -1.475407e+08 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 2524 members 
Mstep: Class 3 contains 4147 members 
Mstep: Class 4 contains 12034 members 
Mstep: Class 5 contains 3117 members 
Mstep: Class 6 contains 2541 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7734 members 
Mstep: Class 9 contains 173316 members 
Mstep: Class 10 contains 8532 members 
Mstep: Class 11 contains 3868 members 
Mstep: Class 12 contains 23387 members 
Mstep: Class 13 contains 4022 members 
Mstep: Class 14 contains 6755 members 
Mstep: Class 15 contains 182183 members 
Mstep: Class 16 contains 217587 members 
Mstep: Class 17 contains 12535 members 
Mstep: Class 18 contains 29087 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4177 members 
Mstep: Class 21 contains 22338 members 
Mstep: Class 22 contains 49913 members 
Mstep: Class 23 contains 4485 members 
Mstep: Class 24 contains 2372 members 
Mstep: Class 25 contains 39447 members 
Mstep: Class 26 contains 37576 members 
Mstep: Class 27 contains 6310 members 
Mstep: Class 28 contains 25978 members 
Mstep: Class 29 contains 7544 members 
Mstep: Class 30 contains 20178 members 
Mstep: Class 31 contains 5536 members 
Mstep: Class 32 contains 17914 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11708 members 
Mstep: Class 35 contains 61607 members 
Mstep: Class 36 contains 26380 members 
Mstep: Class 37 contains 7330 members 
Mstep: Class 38 contains 254 members 
Mstep: Class 39 contains 3624 members 
Mstep: Class 40 contains 2907 members 
Mstep: Class 41 contains 22297 members 
Mstep: Class 42 contains 11173 members 
Mstep: Class 43 contains 481 members 
Mstep: Class 44 contains 2847 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10283 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27560 members 
Mstep: Class 49 contains 7808 members 
Mstep: Class 50 contains 313 members 
Mstep: Class 51 contains 28703 members 
Mstep: Class 52 contains 248 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 366 members 
Mstep: Class 56 contains 1129 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 404 members 
Mstep: Class 59 contains 911 members 
Mstep: Class 60 contains 337 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 334 members 
Mstep: Class 63 contains 1106 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 666 members 
Mstep: Class 67 contains 1418 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 306 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 436 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1695 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2137 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147540880.000000 Penalty: 270583.718750
Iteration 266Q: 79 clusters Score -1.475409e+08 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 2524 members 
Mstep: Class 3 contains 4147 members 
Mstep: Class 4 contains 12042 members 
Mstep: Class 5 contains 3124 members 
Mstep: Class 6 contains 2541 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7733 members 
Mstep: Class 9 contains 173302 members 
Mstep: Class 10 contains 8527 members 
Mstep: Class 11 contains 3863 members 
Mstep: Class 12 contains 23372 members 
Mstep: Class 13 contains 4024 members 
Mstep: Class 14 contains 6759 members 
Mstep: Class 15 contains 182100 members 
Mstep: Class 16 contains 217570 members 
Mstep: Class 17 contains 12427 members 
Mstep: Class 18 contains 29122 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4177 members 
Mstep: Class 21 contains 22340 members 
Mstep: Class 22 contains 50044 members 
Mstep: Class 23 contains 4486 members 
Mstep: Class 24 contains 2372 members 
Mstep: Class 25 contains 39454 members 
Mstep: Class 26 contains 37581 members 
Mstep: Class 27 contains 6305 members 
Mstep: Class 28 contains 25982 members 
Mstep: Class 29 contains 7540 members 
Mstep: Class 30 contains 20095 members 
Mstep: Class 31 contains 5539 members 
Mstep: Class 32 contains 17919 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11709 members 
Mstep: Class 35 contains 61589 members 
Mstep: Class 36 contains 26377 members 
Mstep: Class 37 contains 7328 members 
Mstep: Class 38 contains 254 members 
Mstep: Class 39 contains 3623 members 
Mstep: Class 40 contains 2907 members 
Mstep: Class 41 contains 22400 members 
Mstep: Class 42 contains 11185 members 
Mstep: Class 43 contains 481 members 
Mstep: Class 44 contains 2847 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10285 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27560 members 
Mstep: Class 49 contains 7815 members 
Mstep: Class 50 contains 313 members 
Mstep: Class 51 contains 28724 members 
Mstep: Class 52 contains 248 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 366 members 
Mstep: Class 56 contains 1129 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 404 members 
Mstep: Class 59 contains 911 members 
Mstep: Class 60 contains 337 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 334 members 
Mstep: Class 63 contains 1106 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 666 members 
Mstep: Class 67 contains 1418 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 306 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 436 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1695 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2137 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147540928.000000 Penalty: 270583.718750
Iteration 267Q: 79 clusters Score -1.475409e+08 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 2524 members 
Mstep: Class 3 contains 4147 members 
Mstep: Class 4 contains 12046 members 
Mstep: Class 5 contains 3128 members 
Mstep: Class 6 contains 2541 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7728 members 
Mstep: Class 9 contains 173305 members 
Mstep: Class 10 contains 8522 members 
Mstep: Class 11 contains 3864 members 
Mstep: Class 12 contains 23358 members 
Mstep: Class 13 contains 4023 members 
Mstep: Class 14 contains 6761 members 
Mstep: Class 15 contains 181983 members 
Mstep: Class 16 contains 217557 members 
Mstep: Class 17 contains 12328 members 
Mstep: Class 18 contains 29162 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4178 members 
Mstep: Class 21 contains 22351 members 
Mstep: Class 22 contains 50172 members 
Mstep: Class 23 contains 4486 members 
Mstep: Class 24 contains 2372 members 
Mstep: Class 25 contains 39470 members 
Mstep: Class 26 contains 37592 members 
Mstep: Class 27 contains 6302 members 
Mstep: Class 28 contains 25985 members 
Mstep: Class 29 contains 7537 members 
Mstep: Class 30 contains 20009 members 
Mstep: Class 31 contains 5539 members 
Mstep: Class 32 contains 17911 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11711 members 
Mstep: Class 35 contains 61573 members 
Mstep: Class 36 contains 26372 members 
Mstep: Class 37 contains 7329 members 
Mstep: Class 38 contains 254 members 
Mstep: Class 39 contains 3622 members 
Mstep: Class 40 contains 2904 members 
Mstep: Class 41 contains 22503 members 
Mstep: Class 42 contains 11194 members 
Mstep: Class 43 contains 481 members 
Mstep: Class 44 contains 2847 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10285 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27560 members 
Mstep: Class 49 contains 7825 members 
Mstep: Class 50 contains 313 members 
Mstep: Class 51 contains 28752 members 
Mstep: Class 52 contains 248 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 366 members 
Mstep: Class 56 contains 1129 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 404 members 
Mstep: Class 59 contains 911 members 
Mstep: Class 60 contains 337 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 334 members 
Mstep: Class 63 contains 1106 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 666 members 
Mstep: Class 67 contains 1418 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 306 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 436 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1695 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2137 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147540880.000000 Penalty: 270583.718750
Iteration 268Q: 79 clusters Score -1.475409e+08 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 2524 members 
Mstep: Class 3 contains 4147 members 
Mstep: Class 4 contains 12052 members 
Mstep: Class 5 contains 3136 members 
Mstep: Class 6 contains 2541 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7730 members 
Mstep: Class 9 contains 173304 members 
Mstep: Class 10 contains 8517 members 
Mstep: Class 11 contains 3859 members 
Mstep: Class 12 contains 23350 members 
Mstep: Class 13 contains 4023 members 
Mstep: Class 14 contains 6768 members 
Mstep: Class 15 contains 181872 members 
Mstep: Class 16 contains 217538 members 
Mstep: Class 17 contains 12248 members 
Mstep: Class 18 contains 29204 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4179 members 
Mstep: Class 21 contains 22368 members 
Mstep: Class 22 contains 50301 members 
Mstep: Class 23 contains 4486 members 
Mstep: Class 24 contains 2372 members 
Mstep: Class 25 contains 39477 members 
Mstep: Class 26 contains 37587 members 
Mstep: Class 27 contains 6298 members 
Mstep: Class 28 contains 25978 members 
Mstep: Class 29 contains 7536 members 
Mstep: Class 30 contains 19939 members 
Mstep: Class 31 contains 5534 members 
Mstep: Class 32 contains 17900 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11710 members 
Mstep: Class 35 contains 61545 members 
Mstep: Class 36 contains 26372 members 
Mstep: Class 37 contains 7329 members 
Mstep: Class 38 contains 254 members 
Mstep: Class 39 contains 3626 members 
Mstep: Class 40 contains 2905 members 
Mstep: Class 41 contains 22613 members 
Mstep: Class 42 contains 11195 members 
Mstep: Class 43 contains 481 members 
Mstep: Class 44 contains 2847 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10287 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27560 members 
Mstep: Class 49 contains 7837 members 
Mstep: Class 50 contains 313 members 
Mstep: Class 51 contains 28768 members 
Mstep: Class 52 contains 248 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 366 members 
Mstep: Class 56 contains 1129 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 404 members 
Mstep: Class 59 contains 911 members 
Mstep: Class 60 contains 337 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 334 members 
Mstep: Class 63 contains 1106 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 666 members 
Mstep: Class 67 contains 1418 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 306 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 436 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1695 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2137 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147541120.000000 Penalty: 270583.718750
Iteration 269Q: 79 clusters Score -1.475411e+08 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 2524 members 
Mstep: Class 3 contains 4147 members 
Mstep: Class 4 contains 12060 members 
Mstep: Class 5 contains 3141 members 
Mstep: Class 6 contains 2543 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7728 members 
Mstep: Class 9 contains 173296 members 
Mstep: Class 10 contains 8508 members 
Mstep: Class 11 contains 3857 members 
Mstep: Class 12 contains 23346 members 
Mstep: Class 13 contains 4023 members 
Mstep: Class 14 contains 6771 members 
Mstep: Class 15 contains 181754 members 
Mstep: Class 16 contains 217515 members 
Mstep: Class 17 contains 12199 members 
Mstep: Class 18 contains 29234 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4179 members 
Mstep: Class 21 contains 22370 members 
Mstep: Class 22 contains 50422 members 
Mstep: Class 23 contains 4486 members 
Mstep: Class 24 contains 2372 members 
Mstep: Class 25 contains 39492 members 
Mstep: Class 26 contains 37589 members 
Mstep: Class 27 contains 6292 members 
Mstep: Class 28 contains 25982 members 
Mstep: Class 29 contains 7532 members 
Mstep: Class 30 contains 19872 members 
Mstep: Class 31 contains 5534 members 
Mstep: Class 32 contains 17883 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11714 members 
Mstep: Class 35 contains 61535 members 
Mstep: Class 36 contains 26363 members 
Mstep: Class 37 contains 7329 members 
Mstep: Class 38 contains 254 members 
Mstep: Class 39 contains 3631 members 
Mstep: Class 40 contains 2907 members 
Mstep: Class 41 contains 22721 members 
Mstep: Class 42 contains 11198 members 
Mstep: Class 43 contains 481 members 
Mstep: Class 44 contains 2847 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10289 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27559 members 
Mstep: Class 49 contains 7844 members 
Mstep: Class 50 contains 313 members 
Mstep: Class 51 contains 28782 members 
Mstep: Class 52 contains 248 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 366 members 
Mstep: Class 56 contains 1129 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 404 members 
Mstep: Class 59 contains 911 members 
Mstep: Class 60 contains 337 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 334 members 
Mstep: Class 63 contains 1106 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 666 members 
Mstep: Class 67 contains 1418 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 306 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 436 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1695 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2137 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147541184.000000 Penalty: 270583.718750
Iteration 270Q: 79 clusters Score -1.475412e+08 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 2524 members 
Mstep: Class 3 contains 4147 members 
Mstep: Class 4 contains 12064 members 
Mstep: Class 5 contains 3140 members 
Mstep: Class 6 contains 2543 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7731 members 
Mstep: Class 9 contains 173289 members 
Mstep: Class 10 contains 8508 members 
Mstep: Class 11 contains 3855 members 
Mstep: Class 12 contains 23344 members 
Mstep: Class 13 contains 4022 members 
Mstep: Class 14 contains 6771 members 
Mstep: Class 15 contains 181666 members 
Mstep: Class 16 contains 217507 members 
Mstep: Class 17 contains 12129 members 
Mstep: Class 18 contains 29258 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4179 members 
Mstep: Class 21 contains 22393 members 
Mstep: Class 22 contains 50494 members 
Mstep: Class 23 contains 4485 members 
Mstep: Class 24 contains 2372 members 
Mstep: Class 25 contains 39496 members 
Mstep: Class 26 contains 37595 members 
Mstep: Class 27 contains 6289 members 
Mstep: Class 28 contains 25979 members 
Mstep: Class 29 contains 7528 members 
Mstep: Class 30 contains 19827 members 
Mstep: Class 31 contains 5528 members 
Mstep: Class 32 contains 17867 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11719 members 
Mstep: Class 35 contains 61534 members 
Mstep: Class 36 contains 26367 members 
Mstep: Class 37 contains 7328 members 
Mstep: Class 38 contains 254 members 
Mstep: Class 39 contains 3633 members 
Mstep: Class 40 contains 2909 members 
Mstep: Class 41 contains 22823 members 
Mstep: Class 42 contains 11202 members 
Mstep: Class 43 contains 481 members 
Mstep: Class 44 contains 2848 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10290 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27559 members 
Mstep: Class 49 contains 7848 members 
Mstep: Class 50 contains 313 members 
Mstep: Class 51 contains 28785 members 
Mstep: Class 52 contains 248 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 366 members 
Mstep: Class 56 contains 1129 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 404 members 
Mstep: Class 59 contains 911 members 
Mstep: Class 60 contains 337 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 334 members 
Mstep: Class 63 contains 1106 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 666 members 
Mstep: Class 67 contains 1418 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 306 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 436 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1695 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2137 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147541376.000000 Penalty: 270583.718750
Iteration 271Q: 79 clusters Score -1.475414e+08 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 2524 members 
Mstep: Class 3 contains 4147 members 
Mstep: Class 4 contains 12063 members 
Mstep: Class 5 contains 3145 members 
Mstep: Class 6 contains 2543 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7730 members 
Mstep: Class 9 contains 173275 members 
Mstep: Class 10 contains 8517 members 
Mstep: Class 11 contains 3851 members 
Mstep: Class 12 contains 23340 members 
Mstep: Class 13 contains 4023 members 
Mstep: Class 14 contains 6773 members 
Mstep: Class 15 contains 181607 members 
Mstep: Class 16 contains 217483 members 
Mstep: Class 17 contains 12046 members 
Mstep: Class 18 contains 29274 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4179 members 
Mstep: Class 21 contains 22397 members 
Mstep: Class 22 contains 50556 members 
Mstep: Class 23 contains 4485 members 
Mstep: Class 24 contains 2372 members 
Mstep: Class 25 contains 39504 members 
Mstep: Class 26 contains 37601 members 
Mstep: Class 27 contains 6291 members 
Mstep: Class 28 contains 25984 members 
Mstep: Class 29 contains 7522 members 
Mstep: Class 30 contains 19795 members 
Mstep: Class 31 contains 5528 members 
Mstep: Class 32 contains 17843 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11721 members 
Mstep: Class 35 contains 61529 members 
Mstep: Class 36 contains 26375 members 
Mstep: Class 37 contains 7329 members 
Mstep: Class 38 contains 254 members 
Mstep: Class 39 contains 3635 members 
Mstep: Class 40 contains 2909 members 
Mstep: Class 41 contains 22922 members 
Mstep: Class 42 contains 11202 members 
Mstep: Class 43 contains 481 members 
Mstep: Class 44 contains 2848 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10290 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27560 members 
Mstep: Class 49 contains 7859 members 
Mstep: Class 50 contains 313 members 
Mstep: Class 51 contains 28797 members 
Mstep: Class 52 contains 248 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 366 members 
Mstep: Class 56 contains 1129 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 404 members 
Mstep: Class 59 contains 911 members 
Mstep: Class 60 contains 337 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 334 members 
Mstep: Class 63 contains 1106 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 666 members 
Mstep: Class 67 contains 1418 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 306 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 436 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1695 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2137 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147541648.000000 Penalty: 270583.718750
Iteration 272Q: 79 clusters Score -1.475416e+08 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 2524 members 
Mstep: Class 3 contains 4147 members 
Mstep: Class 4 contains 12065 members 
Mstep: Class 5 contains 3149 members 
Mstep: Class 6 contains 2544 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7729 members 
Mstep: Class 9 contains 173269 members 
Mstep: Class 10 contains 8521 members 
Mstep: Class 11 contains 3845 members 
Mstep: Class 12 contains 23338 members 
Mstep: Class 13 contains 4023 members 
Mstep: Class 14 contains 6776 members 
Mstep: Class 15 contains 181512 members 
Mstep: Class 16 contains 217480 members 
Mstep: Class 17 contains 11985 members 
Mstep: Class 18 contains 29296 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4179 members 
Mstep: Class 21 contains 22400 members 
Mstep: Class 22 contains 50621 members 
Mstep: Class 23 contains 4484 members 
Mstep: Class 24 contains 2372 members 
Mstep: Class 25 contains 39513 members 
Mstep: Class 26 contains 37608 members 
Mstep: Class 27 contains 6295 members 
Mstep: Class 28 contains 25985 members 
Mstep: Class 29 contains 7516 members 
Mstep: Class 30 contains 19761 members 
Mstep: Class 31 contains 5525 members 
Mstep: Class 32 contains 17827 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11722 members 
Mstep: Class 35 contains 61521 members 
Mstep: Class 36 contains 26379 members 
Mstep: Class 37 contains 7330 members 
Mstep: Class 38 contains 254 members 
Mstep: Class 39 contains 3637 members 
Mstep: Class 40 contains 2908 members 
Mstep: Class 41 contains 23026 members 
Mstep: Class 42 contains 11202 members 
Mstep: Class 43 contains 481 members 
Mstep: Class 44 contains 2848 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10292 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27561 members 
Mstep: Class 49 contains 7862 members 
Mstep: Class 50 contains 313 members 
Mstep: Class 51 contains 28800 members 
Mstep: Class 52 contains 248 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 366 members 
Mstep: Class 56 contains 1129 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 404 members 
Mstep: Class 59 contains 911 members 
Mstep: Class 60 contains 337 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 334 members 
Mstep: Class 63 contains 1106 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 666 members 
Mstep: Class 67 contains 1418 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 306 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 436 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1695 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2137 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147541728.000000 Penalty: 270583.718750
Iteration 273Q: 79 clusters Score -1.475417e+08 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 2524 members 
Mstep: Class 3 contains 4147 members 
Mstep: Class 4 contains 12066 members 
Mstep: Class 5 contains 3154 members 
Mstep: Class 6 contains 2545 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7730 members 
Mstep: Class 9 contains 173261 members 
Mstep: Class 10 contains 8521 members 
Mstep: Class 11 contains 3841 members 
Mstep: Class 12 contains 23336 members 
Mstep: Class 13 contains 4023 members 
Mstep: Class 14 contains 6778 members 
Mstep: Class 15 contains 181387 members 
Mstep: Class 16 contains 217472 members 
Mstep: Class 17 contains 11924 members 
Mstep: Class 18 contains 29318 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4179 members 
Mstep: Class 21 contains 22402 members 
Mstep: Class 22 contains 50682 members 
Mstep: Class 23 contains 4484 members 
Mstep: Class 24 contains 2372 members 
Mstep: Class 25 contains 39529 members 
Mstep: Class 26 contains 37612 members 
Mstep: Class 27 contains 6295 members 
Mstep: Class 28 contains 25981 members 
Mstep: Class 29 contains 7516 members 
Mstep: Class 30 contains 19729 members 
Mstep: Class 31 contains 5528 members 
Mstep: Class 32 contains 17816 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11725 members 
Mstep: Class 35 contains 61513 members 
Mstep: Class 36 contains 26389 members 
Mstep: Class 37 contains 7331 members 
Mstep: Class 38 contains 254 members 
Mstep: Class 39 contains 3639 members 
Mstep: Class 40 contains 2908 members 
Mstep: Class 41 contains 23154 members 
Mstep: Class 42 contains 11203 members 
Mstep: Class 43 contains 481 members 
Mstep: Class 44 contains 2848 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10290 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27561 members 
Mstep: Class 49 contains 7866 members 
Mstep: Class 50 contains 313 members 
Mstep: Class 51 contains 28799 members 
Mstep: Class 52 contains 248 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 366 members 
Mstep: Class 56 contains 1129 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 404 members 
Mstep: Class 59 contains 911 members 
Mstep: Class 60 contains 337 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 334 members 
Mstep: Class 63 contains 1106 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 666 members 
Mstep: Class 67 contains 1418 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 306 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 436 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1695 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2137 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147541824.000000 Penalty: 270583.718750
Iteration 274Q: 79 clusters Score -1.475418e+08 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 2524 members 
Mstep: Class 3 contains 4147 members 
Mstep: Class 4 contains 12068 members 
Mstep: Class 5 contains 3158 members 
Mstep: Class 6 contains 2547 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7726 members 
Mstep: Class 9 contains 173241 members 
Mstep: Class 10 contains 8528 members 
Mstep: Class 11 contains 3838 members 
Mstep: Class 12 contains 23334 members 
Mstep: Class 13 contains 4023 members 
Mstep: Class 14 contains 6778 members 
Mstep: Class 15 contains 181283 members 
Mstep: Class 16 contains 217473 members 
Mstep: Class 17 contains 11877 members 
Mstep: Class 18 contains 29326 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4180 members 
Mstep: Class 21 contains 22393 members 
Mstep: Class 22 contains 50736 members 
Mstep: Class 23 contains 4484 members 
Mstep: Class 24 contains 2372 members 
Mstep: Class 25 contains 39539 members 
Mstep: Class 26 contains 37616 members 
Mstep: Class 27 contains 6296 members 
Mstep: Class 28 contains 25980 members 
Mstep: Class 29 contains 7514 members 
Mstep: Class 30 contains 19701 members 
Mstep: Class 31 contains 5523 members 
Mstep: Class 32 contains 17799 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11725 members 
Mstep: Class 35 contains 61512 members 
Mstep: Class 36 contains 26411 members 
Mstep: Class 37 contains 7331 members 
Mstep: Class 38 contains 254 members 
Mstep: Class 39 contains 3642 members 
Mstep: Class 40 contains 2908 members 
Mstep: Class 41 contains 23262 members 
Mstep: Class 42 contains 11204 members 
Mstep: Class 43 contains 481 members 
Mstep: Class 44 contains 2848 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10290 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27560 members 
Mstep: Class 49 contains 7870 members 
Mstep: Class 50 contains 313 members 
Mstep: Class 51 contains 28813 members 
Mstep: Class 52 contains 248 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 366 members 
Mstep: Class 56 contains 1129 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 404 members 
Mstep: Class 59 contains 911 members 
Mstep: Class 60 contains 337 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 334 members 
Mstep: Class 63 contains 1106 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 666 members 
Mstep: Class 67 contains 1418 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 306 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 436 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1695 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2137 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147541888.000000 Penalty: 270583.718750
Iteration 275Q: 79 clusters Score -1.475419e+08 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 2524 members 
Mstep: Class 3 contains 4147 members 
Mstep: Class 4 contains 12068 members 
Mstep: Class 5 contains 3159 members 
Mstep: Class 6 contains 2546 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7730 members 
Mstep: Class 9 contains 173229 members 
Mstep: Class 10 contains 8531 members 
Mstep: Class 11 contains 3838 members 
Mstep: Class 12 contains 23333 members 
Mstep: Class 13 contains 4024 members 
Mstep: Class 14 contains 6778 members 
Mstep: Class 15 contains 181182 members 
Mstep: Class 16 contains 217463 members 
Mstep: Class 17 contains 11853 members 
Mstep: Class 18 contains 29334 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4180 members 
Mstep: Class 21 contains 22400 members 
Mstep: Class 22 contains 50782 members 
Mstep: Class 23 contains 4484 members 
Mstep: Class 24 contains 2372 members 
Mstep: Class 25 contains 39543 members 
Mstep: Class 26 contains 37615 members 
Mstep: Class 27 contains 6292 members 
Mstep: Class 28 contains 25984 members 
Mstep: Class 29 contains 7514 members 
Mstep: Class 30 contains 19679 members 
Mstep: Class 31 contains 5517 members 
Mstep: Class 32 contains 17773 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11724 members 
Mstep: Class 35 contains 61506 members 
Mstep: Class 36 contains 26414 members 
Mstep: Class 37 contains 7331 members 
Mstep: Class 38 contains 254 members 
Mstep: Class 39 contains 3643 members 
Mstep: Class 40 contains 2908 members 
Mstep: Class 41 contains 23382 members 
Mstep: Class 42 contains 11204 members 
Mstep: Class 43 contains 481 members 
Mstep: Class 44 contains 2848 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10289 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27561 members 
Mstep: Class 49 contains 7875 members 
Mstep: Class 50 contains 313 members 
Mstep: Class 51 contains 28821 members 
Mstep: Class 52 contains 248 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 366 members 
Mstep: Class 56 contains 1129 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 404 members 
Mstep: Class 59 contains 911 members 
Mstep: Class 60 contains 337 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 334 members 
Mstep: Class 63 contains 1106 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 666 members 
Mstep: Class 67 contains 1418 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 306 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 436 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1695 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2137 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147541968.000000 Penalty: 270583.718750
Iteration 276Q: 79 clusters Score -1.47542e+08 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 2524 members 
Mstep: Class 3 contains 4147 members 
Mstep: Class 4 contains 12069 members 
Mstep: Class 5 contains 3164 members 
Mstep: Class 6 contains 2545 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7731 members 
Mstep: Class 9 contains 173217 members 
Mstep: Class 10 contains 8527 members 
Mstep: Class 11 contains 3837 members 
Mstep: Class 12 contains 23333 members 
Mstep: Class 13 contains 4025 members 
Mstep: Class 14 contains 6780 members 
Mstep: Class 15 contains 181069 members 
Mstep: Class 16 contains 217462 members 
Mstep: Class 17 contains 11834 members 
Mstep: Class 18 contains 29335 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4180 members 
Mstep: Class 21 contains 22403 members 
Mstep: Class 22 contains 50827 members 
Mstep: Class 23 contains 4484 members 
Mstep: Class 24 contains 2372 members 
Mstep: Class 25 contains 39539 members 
Mstep: Class 26 contains 37616 members 
Mstep: Class 27 contains 6290 members 
Mstep: Class 28 contains 25982 members 
Mstep: Class 29 contains 7513 members 
Mstep: Class 30 contains 19659 members 
Mstep: Class 31 contains 5516 members 
Mstep: Class 32 contains 17757 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11724 members 
Mstep: Class 35 contains 61501 members 
Mstep: Class 36 contains 26412 members 
Mstep: Class 37 contains 7330 members 
Mstep: Class 38 contains 254 members 
Mstep: Class 39 contains 3643 members 
Mstep: Class 40 contains 2908 members 
Mstep: Class 41 contains 23504 members 
Mstep: Class 42 contains 11209 members 
Mstep: Class 43 contains 481 members 
Mstep: Class 44 contains 2848 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10291 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27562 members 
Mstep: Class 49 contains 7878 members 
Mstep: Class 50 contains 313 members 
Mstep: Class 51 contains 28833 members 
Mstep: Class 52 contains 248 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 366 members 
Mstep: Class 56 contains 1130 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 404 members 
Mstep: Class 59 contains 911 members 
Mstep: Class 60 contains 337 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 334 members 
Mstep: Class 63 contains 1106 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 666 members 
Mstep: Class 67 contains 1418 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 306 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 436 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1695 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2137 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147542048.000000 Penalty: 270583.718750
Iteration 277Q: 79 clusters Score -1.47542e+08 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 2524 members 
Mstep: Class 3 contains 4147 members 
Mstep: Class 4 contains 12069 members 
Mstep: Class 5 contains 3165 members 
Mstep: Class 6 contains 2545 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7728 members 
Mstep: Class 9 contains 173213 members 
Mstep: Class 10 contains 8525 members 
Mstep: Class 11 contains 3837 members 
Mstep: Class 12 contains 23333 members 
Mstep: Class 13 contains 4025 members 
Mstep: Class 14 contains 6780 members 
Mstep: Class 15 contains 180938 members 
Mstep: Class 16 contains 217453 members 
Mstep: Class 17 contains 11811 members 
Mstep: Class 18 contains 29346 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4180 members 
Mstep: Class 21 contains 22398 members 
Mstep: Class 22 contains 50881 members 
Mstep: Class 23 contains 4484 members 
Mstep: Class 24 contains 2372 members 
Mstep: Class 25 contains 39541 members 
Mstep: Class 26 contains 37618 members 
Mstep: Class 27 contains 6287 members 
Mstep: Class 28 contains 25983 members 
Mstep: Class 29 contains 7513 members 
Mstep: Class 30 contains 19636 members 
Mstep: Class 31 contains 5509 members 
Mstep: Class 32 contains 17748 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11722 members 
Mstep: Class 35 contains 61499 members 
Mstep: Class 36 contains 26410 members 
Mstep: Class 37 contains 7329 members 
Mstep: Class 38 contains 254 members 
Mstep: Class 39 contains 3643 members 
Mstep: Class 40 contains 2908 members 
Mstep: Class 41 contains 23643 members 
Mstep: Class 42 contains 11210 members 
Mstep: Class 43 contains 481 members 
Mstep: Class 44 contains 2848 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10291 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27563 members 
Mstep: Class 49 contains 7881 members 
Mstep: Class 50 contains 313 members 
Mstep: Class 51 contains 28846 members 
Mstep: Class 52 contains 248 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 366 members 
Mstep: Class 56 contains 1130 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 404 members 
Mstep: Class 59 contains 911 members 
Mstep: Class 60 contains 337 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 334 members 
Mstep: Class 63 contains 1106 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 666 members 
Mstep: Class 67 contains 1418 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 306 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 436 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1695 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2137 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147542160.000000 Penalty: 270583.718750
Iteration 278Q: 79 clusters Score -1.475422e+08 nChanged 474
Entering ConstructFrom: 
Score: -147542160.000000 Penalty: 270583.718750
Entering ConstructFrom: 
Trying to split cluster 1 (8307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Entering Unmasked Estep 
Score: -1032908.375000 Penalty: 2238.163818
	Iteration 0F: 2 clusters Score -1032908 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -1026312.437500 Penalty: 4476.327637
	Iteration 0F: 3 clusters Score -1026312 nChanged 3415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -1028245.250000 Penalty: 4476.327637
	Iteration 1F: 3 clusters Score -1028245 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -1028546.187500 Penalty: 4476.327637
	Iteration 2F: 3 clusters Score -1028546 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -1028766.875000 Penalty: 4476.327637
	Iteration 3F: 3 clusters Score -1028767 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -1028982.000000 Penalty: 4476.327637
	Iteration 4Q: 3 clusters Score -1028982 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -1029197.687500 Penalty: 4476.327637
	Iteration 5Q: 3 clusters Score -1029198 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -1029421.000000 Penalty: 4476.327637
	Iteration 6Q: 3 clusters Score -1029421 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -1029688.750000 Penalty: 4476.327637
	Iteration 7Q: 3 clusters Score -1029689 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -1029948.625000 Penalty: 4476.327637
	Iteration 8Q: 3 clusters Score -1029949 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -1030219.625000 Penalty: 4476.327637
	Iteration 9Q: 3 clusters Score -1030220 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -1030491.437500 Penalty: 4476.327637
	Iteration 10Q: 3 clusters Score -1030491 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -1030707.687500 Penalty: 4476.327637
	Iteration 11Q: 3 clusters Score -1030708 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -1030864.687500 Penalty: 4476.327637
	Iteration 12Q: 3 clusters Score -1030865 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -1030997.125000 Penalty: 4476.327637
	Iteration 13Q: 3 clusters Score -1030997 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -1031094.500000 Penalty: 4476.327637
	Iteration 14Q: 3 clusters Score -1031094 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -1031155.250000 Penalty: 4476.327637
	Iteration 15Q: 3 clusters Score -1031155 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -1031187.500000 Penalty: 4476.327637
	Iteration 16Q: 3 clusters Score -1031188 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -1031212.125000 Penalty: 4476.327637
	Iteration 17Q: 3 clusters Score -1031212 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -1031230.000000 Penalty: 4476.327637
	Iteration 18Q: 3 clusters Score -1031230 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -1031241.000000 Penalty: 4476.327637
	Iteration 19Q: 3 clusters Score -1031241 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -1031246.625000 Penalty: 4476.327637
	Iteration 20F: 3 clusters Score -1031247 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -1031251.875000 Penalty: 4476.327637
	Iteration 21Q: 3 clusters Score -1031252 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -1031254.812500 Penalty: 4476.327637
	Iteration 22Q: 3 clusters Score -1031255 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -1031257.312500 Penalty: 4476.327637
	Iteration 23Q: 3 clusters Score -1031257 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -1031258.250000 Penalty: 4476.327637
	Iteration 24Q: 3 clusters Score -1031258 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -1031260.187500 Penalty: 4476.327637
	Iteration 25Q: 3 clusters Score -1031260 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -1031261.625000 Penalty: 4476.327637
	Iteration 26Q: 3 clusters Score -1031262 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -1031261.500000 Penalty: 4476.327637
	Iteration 27Q: 3 clusters Score -1031262 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -1031261.562500 Penalty: 4476.327637
	Iteration 28Q: 3 clusters Score -1031262 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -1031261.500000 Penalty: 4476.327637
	Iteration 29Q: 3 clusters Score -1031262 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -1031263.312500 Penalty: 4476.327637
	Iteration 30Q: 3 clusters Score -1031263 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -1031262.812500 Penalty: 4476.327637
	Iteration 31Q: 3 clusters Score -1031263 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -1031263.687500 Penalty: 4476.327637
	Iteration 32Q: 3 clusters Score -1031264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -1031263.187500 Penalty: 4476.327637
	Iteration 33Q: 3 clusters Score -1031263 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -1031265.437500 Penalty: 4476.327637
	Iteration 34Q: 3 clusters Score -1031265 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -1031264.937500 Penalty: 4476.327637
	Iteration 35Q: 3 clusters Score -1031265 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -1031264.875000 Penalty: 4476.327637
	Iteration 36Q: 3 clusters Score -1031265 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -1031267.000000 Penalty: 4476.327637
	Iteration 37Q: 3 clusters Score -1031267 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -1031268.937500 Penalty: 4476.327637
	Iteration 38Q: 3 clusters Score -1031269 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -1031272.187500 Penalty: 4476.327637
	Iteration 39Q: 3 clusters Score -1031272 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -1031272.375000 Penalty: 4476.327637
	Iteration 40F: 3 clusters Score -1031272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -1031271.187500 Penalty: 4476.327637
	Iteration 41Q: 3 clusters Score -1031271 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -1031271.187500 Penalty: 4476.327637
	Iteration 42F: 3 clusters Score -1031271 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Entering Unmasked Estep 
Score: -317027.562500 Penalty: 1942.732788
	Iteration 0F: 2 clusters Score -317027.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -314056.250000 Penalty: 3885.465576
	Iteration 0F: 3 clusters Score -314056.2 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -314593.250000 Penalty: 3885.465576
	Iteration 1F: 3 clusters Score -314593.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -314730.562500 Penalty: 3885.465576
	Iteration 2F: 3 clusters Score -314730.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -314823.437500 Penalty: 3885.465576
	Iteration 3F: 3 clusters Score -314823.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -314882.625000 Penalty: 3885.465576
	Iteration 4Q: 3 clusters Score -314882.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -314937.187500 Penalty: 3885.465576
	Iteration 5Q: 3 clusters Score -314937.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -314974.593750 Penalty: 3885.465576
	Iteration 6Q: 3 clusters Score -314974.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -315009.531250 Penalty: 3885.465576
	Iteration 7Q: 3 clusters Score -315009.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -315037.312500 Penalty: 3885.465576
	Iteration 8Q: 3 clusters Score -315037.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -315055.312500 Penalty: 3885.465576
	Iteration 9Q: 3 clusters Score -315055.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -315077.125000 Penalty: 3885.465576
	Iteration 10Q: 3 clusters Score -315077.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -315096.093750 Penalty: 3885.465576
	Iteration 11Q: 3 clusters Score -315096.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -315117.687500 Penalty: 3885.465576
	Iteration 12Q: 3 clusters Score -315117.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -315138.468750 Penalty: 3885.465576
	Iteration 13Q: 3 clusters Score -315138.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -315149.375000 Penalty: 3885.465576
	Iteration 14Q: 3 clusters Score -315149.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -315164.250000 Penalty: 3885.465576
	Iteration 15Q: 3 clusters Score -315164.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -315175.000000 Penalty: 3885.465576
	Iteration 16Q: 3 clusters Score -315175 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -315181.968750 Penalty: 3885.465576
	Iteration 17Q: 3 clusters Score -315182 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -315188.531250 Penalty: 3885.465576
	Iteration 18Q: 3 clusters Score -315188.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -315195.156250 Penalty: 3885.465576
	Iteration 19Q: 3 clusters Score -315195.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -315199.968750 Penalty: 3885.465576
	Iteration 20F: 3 clusters Score -315200 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -315205.375000 Penalty: 3885.465576
	Iteration 21Q: 3 clusters Score -315205.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -315207.125000 Penalty: 3885.465576
	Iteration 22Q: 3 clusters Score -315207.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -315208.156250 Penalty: 3885.465576
	Iteration 23Q: 3 clusters Score -315208.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -315209.156250 Penalty: 3885.465576
	Iteration 24Q: 3 clusters Score -315209.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -315209.812500 Penalty: 3885.465576
	Iteration 25Q: 3 clusters Score -315209.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -315211.000000 Penalty: 3885.465576
	Iteration 26Q: 3 clusters Score -315211 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -315212.468750 Penalty: 3885.465576
	Iteration 27Q: 3 clusters Score -315212.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -315212.156250 Penalty: 3885.465576
	Iteration 28Q: 3 clusters Score -315212.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -315212.156250 Penalty: 3885.465576
	Iteration 29F: 3 clusters Score -315212.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Entering Unmasked Estep 
Score: -744831.250000 Penalty: 2065.874756
	Iteration 0F: 2 clusters Score -744831.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -740905.250000 Penalty: 4131.749512
	Iteration 0F: 3 clusters Score -740905.2 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -741918.750000 Penalty: 4131.749512
	Iteration 1F: 3 clusters Score -741918.8 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -742212.062500 Penalty: 4131.749512
	Iteration 2F: 3 clusters Score -742212.1 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -742426.062500 Penalty: 4131.749512
	Iteration 3F: 3 clusters Score -742426.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -742613.937500 Penalty: 4131.749512
	Iteration 4F: 3 clusters Score -742613.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -742771.375000 Penalty: 4131.749512
	Iteration 5Q: 3 clusters Score -742771.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -742897.437500 Penalty: 4131.749512
	Iteration 6Q: 3 clusters Score -742897.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -743008.625000 Penalty: 4131.749512
	Iteration 7Q: 3 clusters Score -743008.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -743109.062500 Penalty: 4131.749512
	Iteration 8Q: 3 clusters Score -743109.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -743190.187500 Penalty: 4131.749512
	Iteration 9Q: 3 clusters Score -743190.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -743252.250000 Penalty: 4131.749512
	Iteration 10Q: 3 clusters Score -743252.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -743308.812500 Penalty: 4131.749512
	Iteration 11Q: 3 clusters Score -743308.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -743379.312500 Penalty: 4131.749512
	Iteration 12Q: 3 clusters Score -743379.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -743447.500000 Penalty: 4131.749512
	Iteration 13Q: 3 clusters Score -743447.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -743525.937500 Penalty: 4131.749512
	Iteration 14Q: 3 clusters Score -743525.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -743590.437500 Penalty: 4131.749512
	Iteration 15Q: 3 clusters Score -743590.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -743660.500000 Penalty: 4131.749512
	Iteration 16Q: 3 clusters Score -743660.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -743719.562500 Penalty: 4131.749512
	Iteration 17Q: 3 clusters Score -743719.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -743775.062500 Penalty: 4131.749512
	Iteration 18Q: 3 clusters Score -743775.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -743832.562500 Penalty: 4131.749512
	Iteration 19Q: 3 clusters Score -743832.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -743888.312500 Penalty: 4131.749512
	Iteration 20F: 3 clusters Score -743888.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -743932.625000 Penalty: 4131.749512
	Iteration 21Q: 3 clusters Score -743932.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -743982.000000 Penalty: 4131.749512
	Iteration 22Q: 3 clusters Score -743982 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -744022.375000 Penalty: 4131.749512
	Iteration 23Q: 3 clusters Score -744022.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -744051.437500 Penalty: 4131.749512
	Iteration 24Q: 3 clusters Score -744051.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -744069.375000 Penalty: 4131.749512
	Iteration 25Q: 3 clusters Score -744069.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -744083.062500 Penalty: 4131.749512
	Iteration 26Q: 3 clusters Score -744083.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -744094.750000 Penalty: 4131.749512
	Iteration 27Q: 3 clusters Score -744094.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -744102.000000 Penalty: 4131.749512
	Iteration 28Q: 3 clusters Score -744102 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -744109.625000 Penalty: 4131.749512
	Iteration 29Q: 3 clusters Score -744109.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -744116.812500 Penalty: 4131.749512
	Iteration 30Q: 3 clusters Score -744116.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -744126.062500 Penalty: 4131.749512
	Iteration 31Q: 3 clusters Score -744126.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -744131.375000 Penalty: 4131.749512
	Iteration 32Q: 3 clusters Score -744131.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -744133.750000 Penalty: 4131.749512
	Iteration 33Q: 3 clusters Score -744133.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -744134.500000 Penalty: 4131.749512
	Iteration 34Q: 3 clusters Score -744134.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -744136.750000 Penalty: 4131.749512
	Iteration 35Q: 3 clusters Score -744136.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -744136.750000 Penalty: 4131.749512
	Iteration 36F: 3 clusters Score -744136.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (12067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12067 members 
Entering Unmasked Estep 
Score: -1376778.875000 Penalty: 2330.760986
	Iteration 0F: 2 clusters Score -1376779 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -1367821.000000 Penalty: 4661.521973
	Iteration 0F: 3 clusters Score -1367821 nChanged 5197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -1370847.000000 Penalty: 4661.521973
	Iteration 1F: 3 clusters Score -1370847 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -1371538.500000 Penalty: 4661.521973
	Iteration 2F: 3 clusters Score -1371538 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -1372231.250000 Penalty: 4661.521973
	Iteration 3F: 3 clusters Score -1372231 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -1372879.375000 Penalty: 4661.521973
	Iteration 4F: 3 clusters Score -1372879 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -1373369.125000 Penalty: 4661.521973
	Iteration 5F: 3 clusters Score -1373369 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -1373750.125000 Penalty: 4661.521973
	Iteration 6F: 3 clusters Score -1373750 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -1374018.500000 Penalty: 4661.521973
	Iteration 7Q: 3 clusters Score -1374018 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -1374228.875000 Penalty: 4661.521973
	Iteration 8Q: 3 clusters Score -1374229 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -1374383.375000 Penalty: 4661.521973
	Iteration 9Q: 3 clusters Score -1374383 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -1374496.000000 Penalty: 4661.521973
	Iteration 10Q: 3 clusters Score -1374496 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -1374568.625000 Penalty: 4661.521973
	Iteration 11Q: 3 clusters Score -1374569 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -1374622.500000 Penalty: 4661.521973
	Iteration 12Q: 3 clusters Score -1374622 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -1374660.000000 Penalty: 4661.521973
	Iteration 13Q: 3 clusters Score -1374660 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -1374689.375000 Penalty: 4661.521973
	Iteration 14Q: 3 clusters Score -1374689 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -1374706.375000 Penalty: 4661.521973
	Iteration 15Q: 3 clusters Score -1374706 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -1374721.125000 Penalty: 4661.521973
	Iteration 16Q: 3 clusters Score -1374721 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -1374725.375000 Penalty: 4661.521973
	Iteration 17Q: 3 clusters Score -1374725 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -1374736.500000 Penalty: 4661.521973
	Iteration 18Q: 3 clusters Score -1374736 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -1374739.000000 Penalty: 4661.521973
	Iteration 19Q: 3 clusters Score -1374739 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -1374740.125000 Penalty: 4661.521973
	Iteration 20F: 3 clusters Score -1374740 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -1374745.750000 Penalty: 4661.521973
	Iteration 21Q: 3 clusters Score -1374746 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -1374746.250000 Penalty: 4661.521973
	Iteration 22Q: 3 clusters Score -1374746 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -1374744.500000 Penalty: 4661.521973
	Iteration 23Q: 3 clusters Score -1374744 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -1374750.125000 Penalty: 4661.521973
	Iteration 24Q: 3 clusters Score -1374750 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -1374750.000000 Penalty: 4661.521973
	Iteration 25Q: 3 clusters Score -1374750 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -1374752.625000 Penalty: 4661.521973
	Iteration 26Q: 3 clusters Score -1374753 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -1374754.500000 Penalty: 4661.521973
	Iteration 27Q: 3 clusters Score -1374754 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -1374762.500000 Penalty: 4661.521973
	Iteration 28Q: 3 clusters Score -1374762 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -1374763.500000 Penalty: 4661.521973
	Iteration 29Q: 3 clusters Score -1374764 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -1374761.500000 Penalty: 4661.521973
	Iteration 30Q: 3 clusters Score -1374762 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -1374764.750000 Penalty: 4661.521973
	Iteration 31Q: 3 clusters Score -1374765 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -1374767.125000 Penalty: 4661.521973
	Iteration 32Q: 3 clusters Score -1374767 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -1374769.625000 Penalty: 4661.521973
	Iteration 33Q: 3 clusters Score -1374770 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -1374772.250000 Penalty: 4661.521973
	Iteration 34Q: 3 clusters Score -1374772 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -1374777.625000 Penalty: 4661.521973
	Iteration 35Q: 3 clusters Score -1374778 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -1374784.125000 Penalty: 4661.521973
	Iteration 36Q: 3 clusters Score -1374784 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -1374786.500000 Penalty: 4661.521973
	Iteration 37Q: 3 clusters Score -1374786 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -1374788.250000 Penalty: 4661.521973
	Iteration 38Q: 3 clusters Score -1374788 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -1374794.750000 Penalty: 4661.521973
	Iteration 39Q: 3 clusters Score -1374795 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -1374795.750000 Penalty: 4661.521973
	Iteration 40F: 3 clusters Score -1374796 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -1374802.875000 Penalty: 4661.521973
	Iteration 41Q: 3 clusters Score -1374803 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -1374806.500000 Penalty: 4661.521973
	Iteration 42Q: 3 clusters Score -1374806 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -1374805.000000 Penalty: 4661.521973
	Iteration 43Q: 3 clusters Score -1374805 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -1374807.375000 Penalty: 4661.521973
	Iteration 44Q: 3 clusters Score -1374807 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -1374813.500000 Penalty: 4661.521973
	Iteration 45Q: 3 clusters Score -1374814 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -1374813.000000 Penalty: 4661.521973
	Iteration 46Q: 3 clusters Score -1374813 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -1374816.625000 Penalty: 4661.521973
	Iteration 47Q: 3 clusters Score -1374817 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -1374816.875000 Penalty: 4661.521973
	Iteration 48Q: 3 clusters Score -1374817 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -1374818.125000 Penalty: 4661.521973
	Iteration 49Q: 3 clusters Score -1374818 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -1374822.000000 Penalty: 4661.521973
	Iteration 50Q: 3 clusters Score -1374822 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -1374820.875000 Penalty: 4661.521973
	Iteration 51Q: 3 clusters Score -1374821 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -1374818.750000 Penalty: 4661.521973
	Iteration 52Q: 3 clusters Score -1374819 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -1374819.250000 Penalty: 4661.521973
	Iteration 53Q: 3 clusters Score -1374819 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -1374822.500000 Penalty: 4661.521973
	Iteration 54Q: 3 clusters Score -1374822 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -1374821.750000 Penalty: 4661.521973
	Iteration 55Q: 3 clusters Score -1374822 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -1374825.000000 Penalty: 4661.521973
	Iteration 56Q: 3 clusters Score -1374825 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -1374828.375000 Penalty: 4661.521973
	Iteration 57Q: 3 clusters Score -1374828 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -1374828.125000 Penalty: 4661.521973
	Iteration 58Q: 3 clusters Score -1374828 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -1374827.250000 Penalty: 4661.521973
	Iteration 59Q: 3 clusters Score -1374827 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -1374830.625000 Penalty: 4661.521973
	Iteration 60F: 3 clusters Score -1374831 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -1374831.375000 Penalty: 4661.521973
	Iteration 61Q: 3 clusters Score -1374831 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -1374833.250000 Penalty: 4661.521973
	Iteration 62Q: 3 clusters Score -1374833 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -1374836.125000 Penalty: 4661.521973
	Iteration 63Q: 3 clusters Score -1374836 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -1374838.375000 Penalty: 4661.521973
	Iteration 64Q: 3 clusters Score -1374838 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -1374840.750000 Penalty: 4661.521973
	Iteration 65Q: 3 clusters Score -1374841 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -1374843.500000 Penalty: 4661.521973
	Iteration 66Q: 3 clusters Score -1374844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -1374845.000000 Penalty: 4661.521973
	Iteration 67Q: 3 clusters Score -1374845 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -1374842.500000 Penalty: 4661.521973
	Iteration 68Q: 3 clusters Score -1374842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -1374842.375000 Penalty: 4661.521973
	Iteration 69Q: 3 clusters Score -1374842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -1374840.625000 Penalty: 4661.521973
	Iteration 70Q: 3 clusters Score -1374841 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -1374842.750000 Penalty: 4661.521973
	Iteration 71Q: 3 clusters Score -1374843 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -1374844.750000 Penalty: 4661.521973
	Iteration 72Q: 3 clusters Score -1374845 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -1374841.750000 Penalty: 4661.521973
	Iteration 73Q: 3 clusters Score -1374842 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -1374845.375000 Penalty: 4661.521973
	Iteration 74Q: 3 clusters Score -1374845 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -1374845.250000 Penalty: 4661.521973
	Iteration 75Q: 3 clusters Score -1374845 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -1374843.625000 Penalty: 4661.521973
	Iteration 76Q: 3 clusters Score -1374844 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -1374845.000000 Penalty: 4661.521973
	Iteration 77Q: 3 clusters Score -1374845 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -1374844.875000 Penalty: 4661.521973
	Iteration 78Q: 3 clusters Score -1374845 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -1374845.500000 Penalty: 4661.521973
	Iteration 79Q: 3 clusters Score -1374846 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -1374845.875000 Penalty: 4661.521973
	Iteration 80F: 3 clusters Score -1374846 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Entering Unmasked Estep 
Score: -399767.812500 Penalty: 1998.857178
	Iteration 0F: 2 clusters Score -399767.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -396370.593750 Penalty: 3997.714355
	Iteration 0F: 3 clusters Score -396370.6 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -397023.406250 Penalty: 3997.714355
	Iteration 1F: 3 clusters Score -397023.4 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -397211.968750 Penalty: 3997.714355
	Iteration 2F: 3 clusters Score -397212 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -397377.187500 Penalty: 3997.714355
	Iteration 3F: 3 clusters Score -397377.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -397529.250000 Penalty: 3997.714355
	Iteration 4Q: 3 clusters Score -397529.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -397617.718750 Penalty: 3997.714355
	Iteration 5Q: 3 clusters Score -397617.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -397674.593750 Penalty: 3997.714355
	Iteration 6Q: 3 clusters Score -397674.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -397717.312500 Penalty: 3997.714355
	Iteration 7Q: 3 clusters Score -397717.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -397751.843750 Penalty: 3997.714355
	Iteration 8Q: 3 clusters Score -397751.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -397781.437500 Penalty: 3997.714355
	Iteration 9Q: 3 clusters Score -397781.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -397814.000000 Penalty: 3997.714355
	Iteration 10Q: 3 clusters Score -397814 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -397843.156250 Penalty: 3997.714355
	Iteration 11Q: 3 clusters Score -397843.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -397857.656250 Penalty: 3997.714355
	Iteration 12Q: 3 clusters Score -397857.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -397864.250000 Penalty: 3997.714355
	Iteration 13Q: 3 clusters Score -397864.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -397872.156250 Penalty: 3997.714355
	Iteration 14Q: 3 clusters Score -397872.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -397883.062500 Penalty: 3997.714355
	Iteration 15Q: 3 clusters Score -397883.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -397892.437500 Penalty: 3997.714355
	Iteration 16Q: 3 clusters Score -397892.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -397895.843750 Penalty: 3997.714355
	Iteration 17Q: 3 clusters Score -397895.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -397903.843750 Penalty: 3997.714355
	Iteration 18Q: 3 clusters Score -397903.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -397913.812500 Penalty: 3997.714355
	Iteration 19Q: 3 clusters Score -397913.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -397924.750000 Penalty: 3997.714355
	Iteration 20F: 3 clusters Score -397924.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -397934.781250 Penalty: 3997.714355
	Iteration 21Q: 3 clusters Score -397934.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -397942.843750 Penalty: 3997.714355
	Iteration 22Q: 3 clusters Score -397942.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -397947.968750 Penalty: 3997.714355
	Iteration 23Q: 3 clusters Score -397948 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -397951.812500 Penalty: 3997.714355
	Iteration 24Q: 3 clusters Score -397951.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -397954.187500 Penalty: 3997.714355
	Iteration 25Q: 3 clusters Score -397954.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -397956.343750 Penalty: 3997.714355
	Iteration 26Q: 3 clusters Score -397956.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -397958.781250 Penalty: 3997.714355
	Iteration 27Q: 3 clusters Score -397958.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -397963.437500 Penalty: 3997.714355
	Iteration 28Q: 3 clusters Score -397963.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -397968.093750 Penalty: 3997.714355
	Iteration 29Q: 3 clusters Score -397968.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -397973.843750 Penalty: 3997.714355
	Iteration 30Q: 3 clusters Score -397973.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -397979.593750 Penalty: 3997.714355
	Iteration 31Q: 3 clusters Score -397979.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -397987.312500 Penalty: 3997.714355
	Iteration 32Q: 3 clusters Score -397987.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -397994.687500 Penalty: 3997.714355
	Iteration 33Q: 3 clusters Score -397994.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -397999.656250 Penalty: 3997.714355
	Iteration 34Q: 3 clusters Score -397999.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -398003.125000 Penalty: 3997.714355
	Iteration 35Q: 3 clusters Score -398003.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -398005.875000 Penalty: 3997.714355
	Iteration 36Q: 3 clusters Score -398005.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -398009.562500 Penalty: 3997.714355
	Iteration 37Q: 3 clusters Score -398009.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -398018.250000 Penalty: 3997.714355
	Iteration 38Q: 3 clusters Score -398018.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -398025.468750 Penalty: 3997.714355
	Iteration 39Q: 3 clusters Score -398025.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -398029.375000 Penalty: 3997.714355
	Iteration 40F: 3 clusters Score -398029.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -398032.781250 Penalty: 3997.714355
	Iteration 41Q: 3 clusters Score -398032.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -398035.375000 Penalty: 3997.714355
	Iteration 42Q: 3 clusters Score -398035.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -398038.250000 Penalty: 3997.714355
	Iteration 43Q: 3 clusters Score -398038.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -398040.875000 Penalty: 3997.714355
	Iteration 44Q: 3 clusters Score -398040.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -398043.312500 Penalty: 3997.714355
	Iteration 45Q: 3 clusters Score -398043.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -398049.031250 Penalty: 3997.714355
	Iteration 46Q: 3 clusters Score -398049 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -398057.031250 Penalty: 3997.714355
	Iteration 47Q: 3 clusters Score -398057 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -398061.062500 Penalty: 3997.714355
	Iteration 48Q: 3 clusters Score -398061.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -398063.718750 Penalty: 3997.714355
	Iteration 49Q: 3 clusters Score -398063.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -398070.250000 Penalty: 3997.714355
	Iteration 50Q: 3 clusters Score -398070.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -398077.875000 Penalty: 3997.714355
	Iteration 51Q: 3 clusters Score -398077.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -398082.875000 Penalty: 3997.714355
	Iteration 52Q: 3 clusters Score -398082.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -398087.968750 Penalty: 3997.714355
	Iteration 53Q: 3 clusters Score -398088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -398089.312500 Penalty: 3997.714355
	Iteration 54Q: 3 clusters Score -398089.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -398091.156250 Penalty: 3997.714355
	Iteration 55Q: 3 clusters Score -398091.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -398093.468750 Penalty: 3997.714355
	Iteration 56Q: 3 clusters Score -398093.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -398095.843750 Penalty: 3997.714355
	Iteration 57Q: 3 clusters Score -398095.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -398096.468750 Penalty: 3997.714355
	Iteration 58Q: 3 clusters Score -398096.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -398096.468750 Penalty: 3997.714355
	Iteration 59F: 3 clusters Score -398096.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Entering Unmasked Estep 
Score: -317257.031250 Penalty: 1944.787720
	Iteration 0F: 2 clusters Score -317257 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -314255.812500 Penalty: 3889.575439
	Iteration 0F: 3 clusters Score -314255.8 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -314870.437500 Penalty: 3889.575439
	Iteration 1F: 3 clusters Score -314870.4 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -315052.875000 Penalty: 3889.575439
	Iteration 2F: 3 clusters Score -315052.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -315148.156250 Penalty: 3889.575439
	Iteration 3F: 3 clusters Score -315148.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -315216.937500 Penalty: 3889.575439
	Iteration 4Q: 3 clusters Score -315216.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -315270.531250 Penalty: 3889.575439
	Iteration 5Q: 3 clusters Score -315270.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -315307.875000 Penalty: 3889.575439
	Iteration 6Q: 3 clusters Score -315307.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -315348.437500 Penalty: 3889.575439
	Iteration 7Q: 3 clusters Score -315348.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -315382.375000 Penalty: 3889.575439
	Iteration 8Q: 3 clusters Score -315382.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -315413.093750 Penalty: 3889.575439
	Iteration 9Q: 3 clusters Score -315413.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -315451.187500 Penalty: 3889.575439
	Iteration 10Q: 3 clusters Score -315451.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -315491.812500 Penalty: 3889.575439
	Iteration 11Q: 3 clusters Score -315491.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -315556.062500 Penalty: 3889.575439
	Iteration 12Q: 3 clusters Score -315556.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -315633.968750 Penalty: 3889.575439
	Iteration 13Q: 3 clusters Score -315634 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -315707.625000 Penalty: 3889.575439
	Iteration 14Q: 3 clusters Score -315707.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -315796.656250 Penalty: 3889.575439
	Iteration 15Q: 3 clusters Score -315796.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -315900.437500 Penalty: 3889.575439
	Iteration 16Q: 3 clusters Score -315900.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -316020.218750 Penalty: 3889.575439
	Iteration 17Q: 3 clusters Score -316020.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -316170.531250 Penalty: 3889.575439
	Iteration 18Q: 3 clusters Score -316170.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -316309.593750 Penalty: 3889.575439
	Iteration 19Q: 3 clusters Score -316309.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -316412.218750 Penalty: 3889.575439
	Iteration 20F: 3 clusters Score -316412.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -316464.281250 Penalty: 3889.575439
	Iteration 21Q: 3 clusters Score -316464.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -316507.187500 Penalty: 3889.575439
	Iteration 22Q: 3 clusters Score -316507.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -316533.468750 Penalty: 3889.575439
	Iteration 23Q: 3 clusters Score -316533.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -316555.781250 Penalty: 3889.575439
	Iteration 24Q: 3 clusters Score -316555.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -316572.281250 Penalty: 3889.575439
	Iteration 25Q: 3 clusters Score -316572.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -316585.343750 Penalty: 3889.575439
	Iteration 26Q: 3 clusters Score -316585.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -316593.906250 Penalty: 3889.575439
	Iteration 27Q: 3 clusters Score -316593.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -316603.656250 Penalty: 3889.575439
	Iteration 28Q: 3 clusters Score -316603.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -316612.000000 Penalty: 3889.575439
	Iteration 29Q: 3 clusters Score -316612 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -316621.531250 Penalty: 3889.575439
	Iteration 30Q: 3 clusters Score -316621.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -316642.000000 Penalty: 3889.575439
	Iteration 31Q: 3 clusters Score -316642 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -316657.843750 Penalty: 3889.575439
	Iteration 32Q: 3 clusters Score -316657.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -316672.062500 Penalty: 3889.575439
	Iteration 33Q: 3 clusters Score -316672.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -316684.937500 Penalty: 3889.575439
	Iteration 34Q: 3 clusters Score -316684.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -316698.062500 Penalty: 3889.575439
	Iteration 35Q: 3 clusters Score -316698.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -316709.968750 Penalty: 3889.575439
	Iteration 36Q: 3 clusters Score -316710 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -316719.750000 Penalty: 3889.575439
	Iteration 37Q: 3 clusters Score -316719.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -316731.312500 Penalty: 3889.575439
	Iteration 38Q: 3 clusters Score -316731.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -316739.281250 Penalty: 3889.575439
	Iteration 39Q: 3 clusters Score -316739.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -316745.250000 Penalty: 3889.575439
	Iteration 40F: 3 clusters Score -316745.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -316747.875000 Penalty: 3889.575439
	Iteration 41Q: 3 clusters Score -316747.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -316750.250000 Penalty: 3889.575439
	Iteration 42Q: 3 clusters Score -316750.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -316751.250000 Penalty: 3889.575439
	Iteration 43Q: 3 clusters Score -316751.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -316751.250000 Penalty: 3889.575439
	Iteration 44F: 3 clusters Score -316751.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Entering Unmasked Estep 
Score: -53069.867188 Penalty: 1460.441650
	Iteration 0F: 2 clusters Score -53069.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -51697.601562 Penalty: 2920.883301
	Iteration 0F: 3 clusters Score -51697.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -51923.964844 Penalty: 2920.883301
	Iteration 1F: 3 clusters Score -51923.96 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -52033.859375 Penalty: 2920.883301
	Iteration 2F: 3 clusters Score -52033.86 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -52142.480469 Penalty: 2920.883301
	Iteration 3Q: 3 clusters Score -52142.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -52244.894531 Penalty: 2920.883301
	Iteration 4Q: 3 clusters Score -52244.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -52252.003906 Penalty: 2920.883301
	Iteration 5Q: 3 clusters Score -52252 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -52256.664062 Penalty: 2920.883301
	Iteration 6Q: 3 clusters Score -52256.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -52261.355469 Penalty: 2920.883301
	Iteration 7Q: 3 clusters Score -52261.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -52264.339844 Penalty: 2920.883301
	Iteration 8Q: 3 clusters Score -52264.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -52268.128906 Penalty: 2920.883301
	Iteration 9Q: 3 clusters Score -52268.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -52272.464844 Penalty: 2920.883301
	Iteration 10Q: 3 clusters Score -52272.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -52272.464844 Penalty: 2920.883301
	Iteration 11F: 3 clusters Score -52272.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (7722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Entering Unmasked Estep 
Score: -979201.125000 Penalty: 2220.053467
	Iteration 0F: 2 clusters Score -979201.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -972945.312500 Penalty: 4440.106934
	Iteration 0F: 3 clusters Score -972945.3 nChanged 3088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -974693.000000 Penalty: 4440.106934
	Iteration 1F: 3 clusters Score -974693 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -975020.062500 Penalty: 4440.106934
	Iteration 2F: 3 clusters Score -975020.1 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -975274.375000 Penalty: 4440.106934
	Iteration 3F: 3 clusters Score -975274.4 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -975473.437500 Penalty: 4440.106934
	Iteration 4Q: 3 clusters Score -975473.4 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -975639.500000 Penalty: 4440.106934
	Iteration 5Q: 3 clusters Score -975639.5 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -975824.187500 Penalty: 4440.106934
	Iteration 6Q: 3 clusters Score -975824.2 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -976085.312500 Penalty: 4440.106934
	Iteration 7Q: 3 clusters Score -976085.3 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -976375.750000 Penalty: 4440.106934
	Iteration 8Q: 3 clusters Score -976375.8 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -976667.437500 Penalty: 4440.106934
	Iteration 9Q: 3 clusters Score -976667.4 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -976927.062500 Penalty: 4440.106934
	Iteration 10Q: 3 clusters Score -976927.1 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -977161.000000 Penalty: 4440.106934
	Iteration 11Q: 3 clusters Score -977161 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -977362.125000 Penalty: 4440.106934
	Iteration 12Q: 3 clusters Score -977362.1 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -977526.062500 Penalty: 4440.106934
	Iteration 13Q: 3 clusters Score -977526.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -977648.187500 Penalty: 4440.106934
	Iteration 14Q: 3 clusters Score -977648.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -977719.937500 Penalty: 4440.106934
	Iteration 15Q: 3 clusters Score -977719.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -977769.812500 Penalty: 4440.106934
	Iteration 16Q: 3 clusters Score -977769.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -977800.875000 Penalty: 4440.106934
	Iteration 17Q: 3 clusters Score -977800.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -977814.750000 Penalty: 4440.106934
	Iteration 18Q: 3 clusters Score -977814.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -977826.687500 Penalty: 4440.106934
	Iteration 19Q: 3 clusters Score -977826.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -977835.937500 Penalty: 4440.106934
	Iteration 20F: 3 clusters Score -977835.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -977842.250000 Penalty: 4440.106934
	Iteration 21Q: 3 clusters Score -977842.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -977847.750000 Penalty: 4440.106934
	Iteration 22Q: 3 clusters Score -977847.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -977851.437500 Penalty: 4440.106934
	Iteration 23Q: 3 clusters Score -977851.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -977855.312500 Penalty: 4440.106934
	Iteration 24Q: 3 clusters Score -977855.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -977860.062500 Penalty: 4440.106934
	Iteration 25Q: 3 clusters Score -977860.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -977864.750000 Penalty: 4440.106934
	Iteration 26Q: 3 clusters Score -977864.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -977868.312500 Penalty: 4440.106934
	Iteration 27Q: 3 clusters Score -977868.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -977872.937500 Penalty: 4440.106934
	Iteration 28Q: 3 clusters Score -977872.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -977876.250000 Penalty: 4440.106934
	Iteration 29Q: 3 clusters Score -977876.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -977878.562500 Penalty: 4440.106934
	Iteration 30Q: 3 clusters Score -977878.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -977881.062500 Penalty: 4440.106934
	Iteration 31Q: 3 clusters Score -977881.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -977878.437500 Penalty: 4440.106934
	Iteration 32Q: 3 clusters Score -977878.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -977882.562500 Penalty: 4440.106934
	Iteration 33Q: 3 clusters Score -977882.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -977882.500000 Penalty: 4440.106934
	Iteration 34Q: 3 clusters Score -977882.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -977883.687500 Penalty: 4440.106934
	Iteration 35Q: 3 clusters Score -977883.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -977884.875000 Penalty: 4440.106934
	Iteration 36Q: 3 clusters Score -977884.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -977884.875000 Penalty: 4440.106934
	Iteration 37F: 3 clusters Score -977884.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (173209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173209 members 
Entering Unmasked Estep 
Score: -22160232.000000 Penalty: 2991.438965
	Iteration 0F: 2 clusters Score -2.216023e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86178 members 
Mstep: Class 2 contains 87031 members 
Entering Unmasked Estep 
Score: -22044388.000000 Penalty: 5982.877930
	Iteration 0F: 3 clusters Score -2.204439e+07 nChanged 82804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79064 members 
Mstep: Class 2 contains 94145 members 
Entering Unmasked Estep 
Score: -22092762.000000 Penalty: 5982.877930
	Iteration 1F: 3 clusters Score -2.209276e+07 nChanged 6394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74364 members 
Mstep: Class 2 contains 98845 members 
Entering Unmasked Estep 
Score: -22094780.000000 Penalty: 5982.877930
	Iteration 2Q: 3 clusters Score -2.209478e+07 nChanged 8281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67171 members 
Mstep: Class 2 contains 106038 members 
Entering Unmasked Estep 
Score: -22098338.000000 Penalty: 5982.877930
	Iteration 3Q: 3 clusters Score -2.209834e+07 nChanged 11045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56750 members 
Mstep: Class 2 contains 116459 members 
Entering Unmasked Estep 
Score: -22104736.000000 Penalty: 5982.877930
	Iteration 4F: 3 clusters Score -2.210474e+07 nChanged 14098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42964 members 
Mstep: Class 2 contains 130245 members 
Entering Unmasked Estep 
Score: -22115492.000000 Penalty: 5982.877930
	Iteration 5F: 3 clusters Score -2.211549e+07 nChanged 15673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27399 members 
Mstep: Class 2 contains 145810 members 
Entering Unmasked Estep 
Score: -22129922.000000 Penalty: 5982.877930
	Iteration 6F: 3 clusters Score -2.212992e+07 nChanged 13573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13852 members 
Mstep: Class 2 contains 159357 members 
Entering Unmasked Estep 
Score: -22143576.000000 Penalty: 5982.877930
	Iteration 7F: 3 clusters Score -2.214358e+07 nChanged 8484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 167841 members 
Entering Unmasked Estep 
Score: -22152206.000000 Penalty: 5982.877930
	Iteration 8Q: 3 clusters Score -2.215221e+07 nChanged 3685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 171524 members 
Entering Unmasked Estep 
Score: -22155874.000000 Penalty: 5982.877930
	Iteration 9Q: 3 clusters Score -2.215587e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 172630 members 
Entering Unmasked Estep 
Score: -22156974.000000 Penalty: 5982.877930
	Iteration 10Q: 3 clusters Score -2.215697e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 172904 members 
Entering Unmasked Estep 
Score: -22157266.000000 Penalty: 5982.877930
	Iteration 11Q: 3 clusters Score -2.215727e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 172965 members 
Entering Unmasked Estep 
Score: -22157386.000000 Penalty: 5982.877930
	Iteration 12Q: 3 clusters Score -2.215739e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 172987 members 
Entering Unmasked Estep 
Score: -22157430.000000 Penalty: 5982.877930
	Iteration 13Q: 3 clusters Score -2.215743e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 173002 members 
Entering Unmasked Estep 
Score: -22157480.000000 Penalty: 5982.877930
	Iteration 14Q: 3 clusters Score -2.215748e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 173007 members 
Entering Unmasked Estep 
Score: -22157490.000000 Penalty: 5982.877930
	Iteration 15Q: 3 clusters Score -2.215749e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 173008 members 
Entering Unmasked Estep 
Score: -22157496.000000 Penalty: 5982.877930
	Iteration 16Q: 3 clusters Score -2.21575e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 173011 members 
Entering Unmasked Estep 
Score: -22157496.000000 Penalty: 5982.877930
	Iteration 17Q: 3 clusters Score -2.21575e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 173016 members 
Entering Unmasked Estep 
Score: -22157522.000000 Penalty: 5982.877930
	Iteration 18Q: 3 clusters Score -2.215752e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 173016 members 
Entering Unmasked Estep 
Score: -22157536.000000 Penalty: 5982.877930
	Iteration 19Q: 3 clusters Score -2.215754e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 173019 members 
Entering Unmasked Estep 
Score: -22157544.000000 Penalty: 5982.877930
	Iteration 20F: 3 clusters Score -2.215754e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 173026 members 
Entering Unmasked Estep 
Score: -22157542.000000 Penalty: 5982.877930
	Iteration 21Q: 3 clusters Score -2.215754e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 173028 members 
Entering Unmasked Estep 
Score: -22157540.000000 Penalty: 5982.877930
	Iteration 22Q: 3 clusters Score -2.215754e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 173027 members 
Entering Unmasked Estep 
Score: -22157540.000000 Penalty: 5982.877930
	Iteration 23Q: 3 clusters Score -2.215754e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 173027 members 
Entering Unmasked Estep 
Score: -22157540.000000 Penalty: 5982.877930
	Iteration 24F: 3 clusters Score -2.215754e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (8527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Entering Unmasked Estep 
Score: -941260.875000 Penalty: 2244.646240
	Iteration 0F: 2 clusters Score -941260.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -934594.500000 Penalty: 4489.292480
	Iteration 0F: 3 clusters Score -934594.5 nChanged 3564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -936738.062500 Penalty: 4489.292480
	Iteration 1F: 3 clusters Score -936738.1 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -937296.812500 Penalty: 4489.292480
	Iteration 2F: 3 clusters Score -937296.8 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -937732.062500 Penalty: 4489.292480
	Iteration 3F: 3 clusters Score -937732.1 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -938144.437500 Penalty: 4489.292480
	Iteration 4F: 3 clusters Score -938144.4 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -938476.375000 Penalty: 4489.292480
	Iteration 5F: 3 clusters Score -938476.4 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -938736.250000 Penalty: 4489.292480
	Iteration 6Q: 3 clusters Score -938736.2 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -938961.125000 Penalty: 4489.292480
	Iteration 7Q: 3 clusters Score -938961.1 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -939143.250000 Penalty: 4489.292480
	Iteration 8Q: 3 clusters Score -939143.2 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -939263.937500 Penalty: 4489.292480
	Iteration 9Q: 3 clusters Score -939263.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -939341.750000 Penalty: 4489.292480
	Iteration 10Q: 3 clusters Score -939341.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -939389.875000 Penalty: 4489.292480
	Iteration 11Q: 3 clusters Score -939389.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -939423.125000 Penalty: 4489.292480
	Iteration 12Q: 3 clusters Score -939423.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -939457.312500 Penalty: 4489.292480
	Iteration 13Q: 3 clusters Score -939457.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -939474.875000 Penalty: 4489.292480
	Iteration 14Q: 3 clusters Score -939474.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -939488.562500 Penalty: 4489.292480
	Iteration 15Q: 3 clusters Score -939488.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -939502.750000 Penalty: 4489.292480
	Iteration 16Q: 3 clusters Score -939502.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -939513.187500 Penalty: 4489.292480
	Iteration 17Q: 3 clusters Score -939513.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -939526.375000 Penalty: 4489.292480
	Iteration 18Q: 3 clusters Score -939526.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -939544.687500 Penalty: 4489.292480
	Iteration 19Q: 3 clusters Score -939544.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -939560.562500 Penalty: 4489.292480
	Iteration 20F: 3 clusters Score -939560.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -939567.437500 Penalty: 4489.292480
	Iteration 21Q: 3 clusters Score -939567.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -939575.625000 Penalty: 4489.292480
	Iteration 22Q: 3 clusters Score -939575.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -939584.750000 Penalty: 4489.292480
	Iteration 23Q: 3 clusters Score -939584.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -939596.812500 Penalty: 4489.292480
	Iteration 24Q: 3 clusters Score -939596.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -939609.375000 Penalty: 4489.292480
	Iteration 25Q: 3 clusters Score -939609.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -939621.937500 Penalty: 4489.292480
	Iteration 26Q: 3 clusters Score -939621.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -939632.250000 Penalty: 4489.292480
	Iteration 27Q: 3 clusters Score -939632.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -939639.500000 Penalty: 4489.292480
	Iteration 28Q: 3 clusters Score -939639.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -939649.812500 Penalty: 4489.292480
	Iteration 29Q: 3 clusters Score -939649.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -939659.750000 Penalty: 4489.292480
	Iteration 30Q: 3 clusters Score -939659.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -939672.625000 Penalty: 4489.292480
	Iteration 31Q: 3 clusters Score -939672.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -939683.812500 Penalty: 4489.292480
	Iteration 32Q: 3 clusters Score -939683.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -939697.875000 Penalty: 4489.292480
	Iteration 33Q: 3 clusters Score -939697.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -939714.375000 Penalty: 4489.292480
	Iteration 34Q: 3 clusters Score -939714.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -939729.312500 Penalty: 4489.292480
	Iteration 35Q: 3 clusters Score -939729.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -939741.125000 Penalty: 4489.292480
	Iteration 36Q: 3 clusters Score -939741.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -939752.125000 Penalty: 4489.292480
	Iteration 37Q: 3 clusters Score -939752.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -939760.187500 Penalty: 4489.292480
	Iteration 38Q: 3 clusters Score -939760.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -939768.750000 Penalty: 4489.292480
	Iteration 39Q: 3 clusters Score -939768.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -939780.250000 Penalty: 4489.292480
	Iteration 40F: 3 clusters Score -939780.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -939787.750000 Penalty: 4489.292480
	Iteration 41Q: 3 clusters Score -939787.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -939794.812500 Penalty: 4489.292480
	Iteration 42Q: 3 clusters Score -939794.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -939808.562500 Penalty: 4489.292480
	Iteration 43Q: 3 clusters Score -939808.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -939831.937500 Penalty: 4489.292480
	Iteration 44Q: 3 clusters Score -939831.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -939848.437500 Penalty: 4489.292480
	Iteration 45Q: 3 clusters Score -939848.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -939864.000000 Penalty: 4489.292480
	Iteration 46Q: 3 clusters Score -939864 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -939889.937500 Penalty: 4489.292480
	Iteration 47Q: 3 clusters Score -939889.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -939912.000000 Penalty: 4489.292480
	Iteration 48Q: 3 clusters Score -939912 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -939934.625000 Penalty: 4489.292480
	Iteration 49Q: 3 clusters Score -939934.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -939955.375000 Penalty: 4489.292480
	Iteration 50Q: 3 clusters Score -939955.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -939972.125000 Penalty: 4489.292480
	Iteration 51Q: 3 clusters Score -939972.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -939991.125000 Penalty: 4489.292480
	Iteration 52Q: 3 clusters Score -939991.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -940015.562500 Penalty: 4489.292480
	Iteration 53Q: 3 clusters Score -940015.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -940040.062500 Penalty: 4489.292480
	Iteration 54Q: 3 clusters Score -940040.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -940064.937500 Penalty: 4489.292480
	Iteration 55Q: 3 clusters Score -940064.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -940081.125000 Penalty: 4489.292480
	Iteration 56Q: 3 clusters Score -940081.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -940093.812500 Penalty: 4489.292480
	Iteration 57Q: 3 clusters Score -940093.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -940105.062500 Penalty: 4489.292480
	Iteration 58Q: 3 clusters Score -940105.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -940113.312500 Penalty: 4489.292480
	Iteration 59Q: 3 clusters Score -940113.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -940120.375000 Penalty: 4489.292480
	Iteration 60F: 3 clusters Score -940120.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -940129.437500 Penalty: 4489.292480
	Iteration 61Q: 3 clusters Score -940129.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -940138.187500 Penalty: 4489.292480
	Iteration 62Q: 3 clusters Score -940138.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -940140.937500 Penalty: 4489.292480
	Iteration 63Q: 3 clusters Score -940140.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -940143.250000 Penalty: 4489.292480
	Iteration 64Q: 3 clusters Score -940143.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -940143.812500 Penalty: 4489.292480
	Iteration 65Q: 3 clusters Score -940143.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -940145.937500 Penalty: 4489.292480
	Iteration 66Q: 3 clusters Score -940145.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -940146.562500 Penalty: 4489.292480
	Iteration 67Q: 3 clusters Score -940146.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -940146.437500 Penalty: 4489.292480
	Iteration 68Q: 3 clusters Score -940146.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -940146.937500 Penalty: 4489.292480
	Iteration 69Q: 3 clusters Score -940146.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -940147.750000 Penalty: 4489.292480
	Iteration 70Q: 3 clusters Score -940147.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -940147.750000 Penalty: 4489.292480
	Iteration 71F: 3 clusters Score -940147.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Entering Unmasked Estep 
Score: -415245.781250 Penalty: 2046.671265
	Iteration 0F: 2 clusters Score -415245.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -411459.562500 Penalty: 4093.342529
	Iteration 0F: 3 clusters Score -411459.6 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -412496.125000 Penalty: 4093.342529
	Iteration 1F: 3 clusters Score -412496.1 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -412885.750000 Penalty: 4093.342529
	Iteration 2F: 3 clusters Score -412885.8 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -413171.750000 Penalty: 4093.342529
	Iteration 3F: 3 clusters Score -413171.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -413355.343750 Penalty: 4093.342529
	Iteration 4F: 3 clusters Score -413355.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -413494.593750 Penalty: 4093.342529
	Iteration 5Q: 3 clusters Score -413494.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -413602.781250 Penalty: 4093.342529
	Iteration 6Q: 3 clusters Score -413602.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -413686.656250 Penalty: 4093.342529
	Iteration 7Q: 3 clusters Score -413686.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -413741.625000 Penalty: 4093.342529
	Iteration 8Q: 3 clusters Score -413741.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -413792.750000 Penalty: 4093.342529
	Iteration 9Q: 3 clusters Score -413792.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -413841.750000 Penalty: 4093.342529
	Iteration 10Q: 3 clusters Score -413841.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -413868.906250 Penalty: 4093.342529
	Iteration 11Q: 3 clusters Score -413868.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -413900.218750 Penalty: 4093.342529
	Iteration 12Q: 3 clusters Score -413900.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -413928.281250 Penalty: 4093.342529
	Iteration 13Q: 3 clusters Score -413928.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -413952.625000 Penalty: 4093.342529
	Iteration 14Q: 3 clusters Score -413952.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -413979.000000 Penalty: 4093.342529
	Iteration 15Q: 3 clusters Score -413979 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -413996.000000 Penalty: 4093.342529
	Iteration 16Q: 3 clusters Score -413996 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -414005.718750 Penalty: 4093.342529
	Iteration 17Q: 3 clusters Score -414005.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -414015.531250 Penalty: 4093.342529
	Iteration 18Q: 3 clusters Score -414015.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -414022.375000 Penalty: 4093.342529
	Iteration 19Q: 3 clusters Score -414022.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -414028.312500 Penalty: 4093.342529
	Iteration 20F: 3 clusters Score -414028.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -414033.875000 Penalty: 4093.342529
	Iteration 21Q: 3 clusters Score -414033.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -414042.718750 Penalty: 4093.342529
	Iteration 22Q: 3 clusters Score -414042.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -414048.500000 Penalty: 4093.342529
	Iteration 23Q: 3 clusters Score -414048.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -414053.187500 Penalty: 4093.342529
	Iteration 24Q: 3 clusters Score -414053.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -414054.218750 Penalty: 4093.342529
	Iteration 25Q: 3 clusters Score -414054.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -414055.875000 Penalty: 4093.342529
	Iteration 26Q: 3 clusters Score -414055.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -414058.187500 Penalty: 4093.342529
	Iteration 27Q: 3 clusters Score -414058.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -414060.875000 Penalty: 4093.342529
	Iteration 28Q: 3 clusters Score -414060.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -414062.406250 Penalty: 4093.342529
	Iteration 29Q: 3 clusters Score -414062.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -414063.843750 Penalty: 4093.342529
	Iteration 30Q: 3 clusters Score -414063.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -414064.906250 Penalty: 4093.342529
	Iteration 31Q: 3 clusters Score -414064.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -414065.375000 Penalty: 4093.342529
	Iteration 32Q: 3 clusters Score -414065.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -414065.562500 Penalty: 4093.342529
	Iteration 33Q: 3 clusters Score -414065.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -414066.468750 Penalty: 4093.342529
	Iteration 34Q: 3 clusters Score -414066.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -414066.531250 Penalty: 4093.342529
	Iteration 35Q: 3 clusters Score -414066.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -414067.875000 Penalty: 4093.342529
	Iteration 36Q: 3 clusters Score -414067.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -414068.468750 Penalty: 4093.342529
	Iteration 37Q: 3 clusters Score -414068.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -414068.500000 Penalty: 4093.342529
	Iteration 38Q: 3 clusters Score -414068.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -414072.843750 Penalty: 4093.342529
	Iteration 39Q: 3 clusters Score -414072.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -414074.687500 Penalty: 4093.342529
	Iteration 40F: 3 clusters Score -414074.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -414077.531250 Penalty: 4093.342529
	Iteration 41Q: 3 clusters Score -414077.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -414077.937500 Penalty: 4093.342529
	Iteration 42Q: 3 clusters Score -414077.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -414080.531250 Penalty: 4093.342529
	Iteration 43Q: 3 clusters Score -414080.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -414082.281250 Penalty: 4093.342529
	Iteration 44Q: 3 clusters Score -414082.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -414082.312500 Penalty: 4093.342529
	Iteration 45Q: 3 clusters Score -414082.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -414082.593750 Penalty: 4093.342529
	Iteration 46Q: 3 clusters Score -414082.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -414082.593750 Penalty: 4093.342529
	Iteration 47F: 3 clusters Score -414082.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (23331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23331 members 
Entering Unmasked Estep 
Score: -2948720.500000 Penalty: 2494.269531
	Iteration 0F: 2 clusters Score -2948720 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11593 members 
Mstep: Class 2 contains 11738 members 
Entering Unmasked Estep 
Score: -2932469.500000 Penalty: 4988.539062
	Iteration 0F: 3 clusters Score -2932470 nChanged 10420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11317 members 
Mstep: Class 2 contains 12014 members 
Entering Unmasked Estep 
Score: -2938170.750000 Penalty: 4988.539062
	Iteration 1F: 3 clusters Score -2938171 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11190 members 
Mstep: Class 2 contains 12141 members 
Entering Unmasked Estep 
Score: -2938819.250000 Penalty: 4988.539062
	Iteration 2F: 3 clusters Score -2938819 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10998 members 
Mstep: Class 2 contains 12333 members 
Entering Unmasked Estep 
Score: -2939526.250000 Penalty: 4988.539062
	Iteration 3F: 3 clusters Score -2939526 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10782 members 
Mstep: Class 2 contains 12549 members 
Entering Unmasked Estep 
Score: -2940306.250000 Penalty: 4988.539062
	Iteration 4F: 3 clusters Score -2940306 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10358 members 
Mstep: Class 2 contains 12973 members 
Entering Unmasked Estep 
Score: -2941244.750000 Penalty: 4988.539062
	Iteration 5F: 3 clusters Score -2941245 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 13506 members 
Entering Unmasked Estep 
Score: -2942387.250000 Penalty: 4988.539062
	Iteration 6F: 3 clusters Score -2942387 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 14151 members 
Entering Unmasked Estep 
Score: -2943596.750000 Penalty: 4988.539062
	Iteration 7F: 3 clusters Score -2943597 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 14739 members 
Entering Unmasked Estep 
Score: -2944711.500000 Penalty: 4988.539062
	Iteration 8F: 3 clusters Score -2944712 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 15167 members 
Entering Unmasked Estep 
Score: -2945504.000000 Penalty: 4988.539062
	Iteration 9Q: 3 clusters Score -2945504 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 15493 members 
Entering Unmasked Estep 
Score: -2946024.750000 Penalty: 4988.539062
	Iteration 10Q: 3 clusters Score -2946025 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 15763 members 
Entering Unmasked Estep 
Score: -2946268.500000 Penalty: 4988.539062
	Iteration 11Q: 3 clusters Score -2946268 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 16015 members 
Entering Unmasked Estep 
Score: -2946422.250000 Penalty: 4988.539062
	Iteration 12Q: 3 clusters Score -2946422 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 16225 members 
Entering Unmasked Estep 
Score: -2946502.500000 Penalty: 4988.539062
	Iteration 13Q: 3 clusters Score -2946502 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 16422 members 
Entering Unmasked Estep 
Score: -2946596.000000 Penalty: 4988.539062
	Iteration 14Q: 3 clusters Score -2946596 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 16601 members 
Entering Unmasked Estep 
Score: -2946657.500000 Penalty: 4988.539062
	Iteration 15Q: 3 clusters Score -2946658 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 16762 members 
Entering Unmasked Estep 
Score: -2946716.000000 Penalty: 4988.539062
	Iteration 16Q: 3 clusters Score -2946716 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 16895 members 
Entering Unmasked Estep 
Score: -2946736.000000 Penalty: 4988.539062
	Iteration 17Q: 3 clusters Score -2946736 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 17019 members 
Entering Unmasked Estep 
Score: -2946768.000000 Penalty: 4988.539062
	Iteration 18Q: 3 clusters Score -2946768 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 17131 members 
Entering Unmasked Estep 
Score: -2946786.000000 Penalty: 4988.539062
	Iteration 19Q: 3 clusters Score -2946786 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 17233 members 
Entering Unmasked Estep 
Score: -2946808.500000 Penalty: 4988.539062
	Iteration 20F: 3 clusters Score -2946808 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 17334 members 
Entering Unmasked Estep 
Score: -2946837.750000 Penalty: 4988.539062
	Iteration 21Q: 3 clusters Score -2946838 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 17450 members 
Entering Unmasked Estep 
Score: -2946854.500000 Penalty: 4988.539062
	Iteration 22Q: 3 clusters Score -2946854 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 17549 members 
Entering Unmasked Estep 
Score: -2946872.500000 Penalty: 4988.539062
	Iteration 23Q: 3 clusters Score -2946872 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 17652 members 
Entering Unmasked Estep 
Score: -2946894.500000 Penalty: 4988.539062
	Iteration 24Q: 3 clusters Score -2946894 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 17765 members 
Entering Unmasked Estep 
Score: -2946918.750000 Penalty: 4988.539062
	Iteration 25Q: 3 clusters Score -2946919 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 17864 members 
Entering Unmasked Estep 
Score: -2946945.250000 Penalty: 4988.539062
	Iteration 26Q: 3 clusters Score -2946945 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 17948 members 
Entering Unmasked Estep 
Score: -2946967.750000 Penalty: 4988.539062
	Iteration 27Q: 3 clusters Score -2946968 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 18027 members 
Entering Unmasked Estep 
Score: -2946977.750000 Penalty: 4988.539062
	Iteration 28Q: 3 clusters Score -2946978 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 18108 members 
Entering Unmasked Estep 
Score: -2946997.000000 Penalty: 4988.539062
	Iteration 29Q: 3 clusters Score -2946997 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 18189 members 
Entering Unmasked Estep 
Score: -2947012.750000 Penalty: 4988.539062
	Iteration 30Q: 3 clusters Score -2947013 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 18265 members 
Entering Unmasked Estep 
Score: -2947020.750000 Penalty: 4988.539062
	Iteration 31Q: 3 clusters Score -2947021 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 18340 members 
Entering Unmasked Estep 
Score: -2947036.500000 Penalty: 4988.539062
	Iteration 32Q: 3 clusters Score -2947036 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 18414 members 
Entering Unmasked Estep 
Score: -2947054.500000 Penalty: 4988.539062
	Iteration 33Q: 3 clusters Score -2947054 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 18494 members 
Entering Unmasked Estep 
Score: -2947068.500000 Penalty: 4988.539062
	Iteration 34Q: 3 clusters Score -2947068 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 18581 members 
Entering Unmasked Estep 
Score: -2947093.750000 Penalty: 4988.539062
	Iteration 35Q: 3 clusters Score -2947094 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 18655 members 
Entering Unmasked Estep 
Score: -2947104.500000 Penalty: 4988.539062
	Iteration 36Q: 3 clusters Score -2947104 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 18723 members 
Entering Unmasked Estep 
Score: -2947114.750000 Penalty: 4988.539062
	Iteration 37Q: 3 clusters Score -2947115 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 18796 members 
Entering Unmasked Estep 
Score: -2947133.000000 Penalty: 4988.539062
	Iteration 38Q: 3 clusters Score -2947133 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 18869 members 
Entering Unmasked Estep 
Score: -2947155.750000 Penalty: 4988.539062
	Iteration 39Q: 3 clusters Score -2947156 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 18928 members 
Entering Unmasked Estep 
Score: -2947155.000000 Penalty: 4988.539062
	Iteration 40F: 3 clusters Score -2947155 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 18984 members 
Entering Unmasked Estep 
Score: -2947170.750000 Penalty: 4988.539062
	Iteration 41Q: 3 clusters Score -2947171 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 19035 members 
Entering Unmasked Estep 
Score: -2947172.500000 Penalty: 4988.539062
	Iteration 42Q: 3 clusters Score -2947172 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 19078 members 
Entering Unmasked Estep 
Score: -2947181.500000 Penalty: 4988.539062
	Iteration 43Q: 3 clusters Score -2947182 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 19126 members 
Entering Unmasked Estep 
Score: -2947189.500000 Penalty: 4988.539062
	Iteration 44Q: 3 clusters Score -2947190 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 19164 members 
Entering Unmasked Estep 
Score: -2947184.750000 Penalty: 4988.539062
	Iteration 45Q: 3 clusters Score -2947185 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 19202 members 
Entering Unmasked Estep 
Score: -2947192.250000 Penalty: 4988.539062
	Iteration 46Q: 3 clusters Score -2947192 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 19233 members 
Entering Unmasked Estep 
Score: -2947196.000000 Penalty: 4988.539062
	Iteration 47Q: 3 clusters Score -2947196 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 19261 members 
Entering Unmasked Estep 
Score: -2947206.000000 Penalty: 4988.539062
	Iteration 48Q: 3 clusters Score -2947206 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 19284 members 
Entering Unmasked Estep 
Score: -2947207.000000 Penalty: 4988.539062
	Iteration 49Q: 3 clusters Score -2947207 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 19307 members 
Entering Unmasked Estep 
Score: -2947212.000000 Penalty: 4988.539062
	Iteration 50Q: 3 clusters Score -2947212 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 19333 members 
Entering Unmasked Estep 
Score: -2947215.500000 Penalty: 4988.539062
	Iteration 51Q: 3 clusters Score -2947216 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 19351 members 
Entering Unmasked Estep 
Score: -2947215.750000 Penalty: 4988.539062
	Iteration 52Q: 3 clusters Score -2947216 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 19370 members 
Entering Unmasked Estep 
Score: -2947220.500000 Penalty: 4988.539062
	Iteration 53Q: 3 clusters Score -2947220 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 19393 members 
Entering Unmasked Estep 
Score: -2947221.250000 Penalty: 4988.539062
	Iteration 54Q: 3 clusters Score -2947221 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 19418 members 
Entering Unmasked Estep 
Score: -2947229.250000 Penalty: 4988.539062
	Iteration 55Q: 3 clusters Score -2947229 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 19437 members 
Entering Unmasked Estep 
Score: -2947231.750000 Penalty: 4988.539062
	Iteration 56Q: 3 clusters Score -2947232 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 19453 members 
Entering Unmasked Estep 
Score: -2947231.750000 Penalty: 4988.539062
	Iteration 57Q: 3 clusters Score -2947232 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 19463 members 
Entering Unmasked Estep 
Score: -2947235.500000 Penalty: 4988.539062
	Iteration 58Q: 3 clusters Score -2947236 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 19468 members 
Entering Unmasked Estep 
Score: -2947232.500000 Penalty: 4988.539062
	Iteration 59Q: 3 clusters Score -2947232 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 19473 members 
Entering Unmasked Estep 
Score: -2947232.750000 Penalty: 4988.539062
	Iteration 60F: 3 clusters Score -2947233 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 19476 members 
Entering Unmasked Estep 
Score: -2947236.000000 Penalty: 4988.539062
	Iteration 61Q: 3 clusters Score -2947236 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 19481 members 
Entering Unmasked Estep 
Score: -2947236.500000 Penalty: 4988.539062
	Iteration 62Q: 3 clusters Score -2947236 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 19487 members 
Entering Unmasked Estep 
Score: -2947236.750000 Penalty: 4988.539062
	Iteration 63Q: 3 clusters Score -2947237 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 19492 members 
Entering Unmasked Estep 
Score: -2947232.250000 Penalty: 4988.539062
	Iteration 64Q: 3 clusters Score -2947232 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 19497 members 
Entering Unmasked Estep 
Score: -2947233.250000 Penalty: 4988.539062
	Iteration 65Q: 3 clusters Score -2947233 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 19501 members 
Entering Unmasked Estep 
Score: -2947236.750000 Penalty: 4988.539062
	Iteration 66Q: 3 clusters Score -2947237 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 19502 members 
Entering Unmasked Estep 
Score: -2947237.500000 Penalty: 4988.539062
	Iteration 67Q: 3 clusters Score -2947238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 19503 members 
Entering Unmasked Estep 
Score: -2947232.000000 Penalty: 4988.539062
	Iteration 68Q: 3 clusters Score -2947232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 19505 members 
Entering Unmasked Estep 
Score: -2947230.750000 Penalty: 4988.539062
	Iteration 69Q: 3 clusters Score -2947231 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 19507 members 
Entering Unmasked Estep 
Score: -2947233.750000 Penalty: 4988.539062
	Iteration 70Q: 3 clusters Score -2947234 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 19510 members 
Entering Unmasked Estep 
Score: -2947233.500000 Penalty: 4988.539062
	Iteration 71Q: 3 clusters Score -2947234 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 19515 members 
Entering Unmasked Estep 
Score: -2947234.250000 Penalty: 4988.539062
	Iteration 72Q: 3 clusters Score -2947234 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 19524 members 
Entering Unmasked Estep 
Score: -2947236.250000 Penalty: 4988.539062
	Iteration 73Q: 3 clusters Score -2947236 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 19528 members 
Entering Unmasked Estep 
Score: -2947239.500000 Penalty: 4988.539062
	Iteration 74Q: 3 clusters Score -2947240 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 19533 members 
Entering Unmasked Estep 
Score: -2947240.750000 Penalty: 4988.539062
	Iteration 75Q: 3 clusters Score -2947241 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 19535 members 
Entering Unmasked Estep 
Score: -2947240.000000 Penalty: 4988.539062
	Iteration 76Q: 3 clusters Score -2947240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 19537 members 
Entering Unmasked Estep 
Score: -2947240.000000 Penalty: 4988.539062
	Iteration 77Q: 3 clusters Score -2947240 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 19538 members 
Entering Unmasked Estep 
Score: -2947240.500000 Penalty: 4988.539062
	Iteration 78Q: 3 clusters Score -2947240 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 19539 members 
Entering Unmasked Estep 
Score: -2947240.750000 Penalty: 4988.539062
	Iteration 79Q: 3 clusters Score -2947241 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 19540 members 
Entering Unmasked Estep 
Score: -2947242.500000 Penalty: 4988.539062
	Iteration 80F: 3 clusters Score -2947242 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 19541 members 
Entering Unmasked Estep 
Score: -2947243.250000 Penalty: 4988.539062
	Iteration 81Q: 3 clusters Score -2947243 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 19544 members 
Entering Unmasked Estep 
Score: -2947244.500000 Penalty: 4988.539062
	Iteration 82Q: 3 clusters Score -2947244 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 19545 members 
Entering Unmasked Estep 
Score: -2947241.250000 Penalty: 4988.539062
	Iteration 83Q: 3 clusters Score -2947241 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 19546 members 
Entering Unmasked Estep 
Score: -2947242.000000 Penalty: 4988.539062
	Iteration 84Q: 3 clusters Score -2947242 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 19546 members 
Entering Unmasked Estep 
Score: -2947242.000000 Penalty: 4988.539062
	Iteration 85F: 3 clusters Score -2947242 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Entering Unmasked Estep 
Score: -496832.031250 Penalty: 2058.469482
	Iteration 0F: 2 clusters Score -496832 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -492907.812500 Penalty: 4116.938965
	Iteration 0F: 3 clusters Score -492907.8 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -493876.156250 Penalty: 4116.938965
	Iteration 1F: 3 clusters Score -493876.2 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -494154.281250 Penalty: 4116.938965
	Iteration 2F: 3 clusters Score -494154.3 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -494419.187500 Penalty: 4116.938965
	Iteration 3F: 3 clusters Score -494419.2 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -494745.968750 Penalty: 4116.938965
	Iteration 4F: 3 clusters Score -494746 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -495100.093750 Penalty: 4116.938965
	Iteration 5F: 3 clusters Score -495100.1 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -495381.968750 Penalty: 4116.938965
	Iteration 6F: 3 clusters Score -495382 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -495563.531250 Penalty: 4116.938965
	Iteration 7Q: 3 clusters Score -495563.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -495721.093750 Penalty: 4116.938965
	Iteration 8Q: 3 clusters Score -495721.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -495853.718750 Penalty: 4116.938965
	Iteration 9Q: 3 clusters Score -495853.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -495955.312500 Penalty: 4116.938965
	Iteration 10Q: 3 clusters Score -495955.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -496000.250000 Penalty: 4116.938965
	Iteration 11Q: 3 clusters Score -496000.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -496026.781250 Penalty: 4116.938965
	Iteration 12Q: 3 clusters Score -496026.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -496045.562500 Penalty: 4116.938965
	Iteration 13Q: 3 clusters Score -496045.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -496054.687500 Penalty: 4116.938965
	Iteration 14Q: 3 clusters Score -496054.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -496066.375000 Penalty: 4116.938965
	Iteration 15Q: 3 clusters Score -496066.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -496074.250000 Penalty: 4116.938965
	Iteration 16Q: 3 clusters Score -496074.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -496079.031250 Penalty: 4116.938965
	Iteration 17Q: 3 clusters Score -496079 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -496084.656250 Penalty: 4116.938965
	Iteration 18Q: 3 clusters Score -496084.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -496088.687500 Penalty: 4116.938965
	Iteration 19Q: 3 clusters Score -496088.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -496088.781250 Penalty: 4116.938965
	Iteration 20F: 3 clusters Score -496088.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -496089.031250 Penalty: 4116.938965
	Iteration 21Q: 3 clusters Score -496089 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -496089.031250 Penalty: 4116.938965
	Iteration 22F: 3 clusters Score -496089 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (6781 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Entering Unmasked Estep 
Score: -846592.187500 Penalty: 2187.826416
	Iteration 0F: 2 clusters Score -846592.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -840887.500000 Penalty: 4375.652832
	Iteration 0F: 3 clusters Score -840887.5 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -842323.562500 Penalty: 4375.652832
	Iteration 1F: 3 clusters Score -842323.6 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -842544.687500 Penalty: 4375.652832
	Iteration 2F: 3 clusters Score -842544.7 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -842692.875000 Penalty: 4375.652832
	Iteration 3Q: 3 clusters Score -842692.9 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -842795.812500 Penalty: 4375.652832
	Iteration 4Q: 3 clusters Score -842795.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -842870.687500 Penalty: 4375.652832
	Iteration 5Q: 3 clusters Score -842870.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -842929.812500 Penalty: 4375.652832
	Iteration 6Q: 3 clusters Score -842929.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -842978.125000 Penalty: 4375.652832
	Iteration 7Q: 3 clusters Score -842978.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -843025.875000 Penalty: 4375.652832
	Iteration 8Q: 3 clusters Score -843025.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -843072.187500 Penalty: 4375.652832
	Iteration 9Q: 3 clusters Score -843072.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -843109.875000 Penalty: 4375.652832
	Iteration 10Q: 3 clusters Score -843109.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -843139.625000 Penalty: 4375.652832
	Iteration 11Q: 3 clusters Score -843139.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -843168.562500 Penalty: 4375.652832
	Iteration 12Q: 3 clusters Score -843168.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -843197.125000 Penalty: 4375.652832
	Iteration 13Q: 3 clusters Score -843197.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -843220.750000 Penalty: 4375.652832
	Iteration 14Q: 3 clusters Score -843220.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -843245.187500 Penalty: 4375.652832
	Iteration 15Q: 3 clusters Score -843245.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -843265.125000 Penalty: 4375.652832
	Iteration 16Q: 3 clusters Score -843265.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -843283.312500 Penalty: 4375.652832
	Iteration 17Q: 3 clusters Score -843283.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -843304.625000 Penalty: 4375.652832
	Iteration 18Q: 3 clusters Score -843304.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -843319.500000 Penalty: 4375.652832
	Iteration 19Q: 3 clusters Score -843319.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -843331.437500 Penalty: 4375.652832
	Iteration 20F: 3 clusters Score -843331.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -843342.937500 Penalty: 4375.652832
	Iteration 21Q: 3 clusters Score -843342.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -843364.687500 Penalty: 4375.652832
	Iteration 22Q: 3 clusters Score -843364.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -843378.687500 Penalty: 4375.652832
	Iteration 23Q: 3 clusters Score -843378.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -843391.000000 Penalty: 4375.652832
	Iteration 24Q: 3 clusters Score -843391 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -843401.562500 Penalty: 4375.652832
	Iteration 25Q: 3 clusters Score -843401.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -843412.375000 Penalty: 4375.652832
	Iteration 26Q: 3 clusters Score -843412.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -843423.625000 Penalty: 4375.652832
	Iteration 27Q: 3 clusters Score -843423.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -843432.750000 Penalty: 4375.652832
	Iteration 28Q: 3 clusters Score -843432.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -843440.437500 Penalty: 4375.652832
	Iteration 29Q: 3 clusters Score -843440.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -843449.812500 Penalty: 4375.652832
	Iteration 30Q: 3 clusters Score -843449.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -843457.437500 Penalty: 4375.652832
	Iteration 31Q: 3 clusters Score -843457.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -843465.750000 Penalty: 4375.652832
	Iteration 32Q: 3 clusters Score -843465.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -843474.187500 Penalty: 4375.652832
	Iteration 33Q: 3 clusters Score -843474.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -843487.687500 Penalty: 4375.652832
	Iteration 34Q: 3 clusters Score -843487.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -843505.062500 Penalty: 4375.652832
	Iteration 35Q: 3 clusters Score -843505.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -843530.062500 Penalty: 4375.652832
	Iteration 36Q: 3 clusters Score -843530.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -843555.500000 Penalty: 4375.652832
	Iteration 37Q: 3 clusters Score -843555.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -843584.187500 Penalty: 4375.652832
	Iteration 38Q: 3 clusters Score -843584.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -843615.187500 Penalty: 4375.652832
	Iteration 39Q: 3 clusters Score -843615.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -843646.187500 Penalty: 4375.652832
	Iteration 40F: 3 clusters Score -843646.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -843673.500000 Penalty: 4375.652832
	Iteration 41Q: 3 clusters Score -843673.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -843697.500000 Penalty: 4375.652832
	Iteration 42Q: 3 clusters Score -843697.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -843716.250000 Penalty: 4375.652832
	Iteration 43Q: 3 clusters Score -843716.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -843740.812500 Penalty: 4375.652832
	Iteration 44Q: 3 clusters Score -843740.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -843763.500000 Penalty: 4375.652832
	Iteration 45Q: 3 clusters Score -843763.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -843792.812500 Penalty: 4375.652832
	Iteration 46Q: 3 clusters Score -843792.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -843820.375000 Penalty: 4375.652832
	Iteration 47Q: 3 clusters Score -843820.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -843852.687500 Penalty: 4375.652832
	Iteration 48Q: 3 clusters Score -843852.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -843879.375000 Penalty: 4375.652832
	Iteration 49Q: 3 clusters Score -843879.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -843907.375000 Penalty: 4375.652832
	Iteration 50Q: 3 clusters Score -843907.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -843932.500000 Penalty: 4375.652832
	Iteration 51Q: 3 clusters Score -843932.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -843960.187500 Penalty: 4375.652832
	Iteration 52Q: 3 clusters Score -843960.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -843995.750000 Penalty: 4375.652832
	Iteration 53Q: 3 clusters Score -843995.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -844036.187500 Penalty: 4375.652832
	Iteration 54Q: 3 clusters Score -844036.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -844078.000000 Penalty: 4375.652832
	Iteration 55Q: 3 clusters Score -844078 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -844115.812500 Penalty: 4375.652832
	Iteration 56Q: 3 clusters Score -844115.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -844155.937500 Penalty: 4375.652832
	Iteration 57Q: 3 clusters Score -844155.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -844207.625000 Penalty: 4375.652832
	Iteration 58Q: 3 clusters Score -844207.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -844255.812500 Penalty: 4375.652832
	Iteration 59Q: 3 clusters Score -844255.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -844308.750000 Penalty: 4375.652832
	Iteration 60F: 3 clusters Score -844308.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -844370.437500 Penalty: 4375.652832
	Iteration 61Q: 3 clusters Score -844370.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -844428.000000 Penalty: 4375.652832
	Iteration 62Q: 3 clusters Score -844428 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -844494.875000 Penalty: 4375.652832
	Iteration 63Q: 3 clusters Score -844494.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -844572.312500 Penalty: 4375.652832
	Iteration 64Q: 3 clusters Score -844572.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -844626.812500 Penalty: 4375.652832
	Iteration 65Q: 3 clusters Score -844626.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -844676.812500 Penalty: 4375.652832
	Iteration 66Q: 3 clusters Score -844676.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -844712.937500 Penalty: 4375.652832
	Iteration 67Q: 3 clusters Score -844712.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -844745.125000 Penalty: 4375.652832
	Iteration 68Q: 3 clusters Score -844745.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -844770.562500 Penalty: 4375.652832
	Iteration 69Q: 3 clusters Score -844770.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -844795.125000 Penalty: 4375.652832
	Iteration 70Q: 3 clusters Score -844795.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -844811.937500 Penalty: 4375.652832
	Iteration 71Q: 3 clusters Score -844811.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -844824.312500 Penalty: 4375.652832
	Iteration 72Q: 3 clusters Score -844824.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -844838.562500 Penalty: 4375.652832
	Iteration 73Q: 3 clusters Score -844838.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -844854.687500 Penalty: 4375.652832
	Iteration 74Q: 3 clusters Score -844854.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -844870.062500 Penalty: 4375.652832
	Iteration 75Q: 3 clusters Score -844870.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -844884.687500 Penalty: 4375.652832
	Iteration 76Q: 3 clusters Score -844884.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -844892.625000 Penalty: 4375.652832
	Iteration 77Q: 3 clusters Score -844892.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -844900.500000 Penalty: 4375.652832
	Iteration 78Q: 3 clusters Score -844900.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -844907.375000 Penalty: 4375.652832
	Iteration 79Q: 3 clusters Score -844907.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -844913.250000 Penalty: 4375.652832
	Iteration 80F: 3 clusters Score -844913.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -844917.500000 Penalty: 4375.652832
	Iteration 81Q: 3 clusters Score -844917.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -844918.625000 Penalty: 4375.652832
	Iteration 82Q: 3 clusters Score -844918.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -844921.000000 Penalty: 4375.652832
	Iteration 83Q: 3 clusters Score -844921 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -844923.812500 Penalty: 4375.652832
	Iteration 84Q: 3 clusters Score -844923.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -844925.125000 Penalty: 4375.652832
	Iteration 85Q: 3 clusters Score -844925.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -844927.187500 Penalty: 4375.652832
	Iteration 86Q: 3 clusters Score -844927.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -844929.125000 Penalty: 4375.652832
	Iteration 87Q: 3 clusters Score -844929.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -844931.875000 Penalty: 4375.652832
	Iteration 88Q: 3 clusters Score -844931.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -844935.125000 Penalty: 4375.652832
	Iteration 89Q: 3 clusters Score -844935.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -844940.812500 Penalty: 4375.652832
	Iteration 90Q: 3 clusters Score -844940.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -844946.437500 Penalty: 4375.652832
	Iteration 91Q: 3 clusters Score -844946.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -844955.750000 Penalty: 4375.652832
	Iteration 92Q: 3 clusters Score -844955.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -844963.437500 Penalty: 4375.652832
	Iteration 93Q: 3 clusters Score -844963.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -844962.937500 Penalty: 4375.652832
	Iteration 94Q: 3 clusters Score -844962.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -844964.937500 Penalty: 4375.652832
	Iteration 95Q: 3 clusters Score -844964.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -844966.500000 Penalty: 4375.652832
	Iteration 96Q: 3 clusters Score -844966.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -844966.562500 Penalty: 4375.652832
	Iteration 97Q: 3 clusters Score -844966.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -844967.125000 Penalty: 4375.652832
	Iteration 98Q: 3 clusters Score -844967.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -844967.125000 Penalty: 4375.652832
	Iteration 99F: 3 clusters Score -844967.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (180815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180815 members 
Entering Unmasked Estep 
Score: -23222330.000000 Penalty: 3002.096924
	Iteration 0F: 2 clusters Score -2.322233e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90477 members 
Mstep: Class 2 contains 90338 members 
Entering Unmasked Estep 
Score: -23102056.000000 Penalty: 6004.193848
	Iteration 0F: 3 clusters Score -2.310206e+07 nChanged 86995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89506 members 
Mstep: Class 2 contains 91309 members 
Entering Unmasked Estep 
Score: -23152078.000000 Penalty: 6004.193848
	Iteration 1F: 3 clusters Score -2.315208e+07 nChanged 5198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89332 members 
Mstep: Class 2 contains 91483 members 
Entering Unmasked Estep 
Score: -23153188.000000 Penalty: 6004.193848
	Iteration 2Q: 3 clusters Score -2.315319e+07 nChanged 5570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89150 members 
Mstep: Class 2 contains 91665 members 
Entering Unmasked Estep 
Score: -23154402.000000 Penalty: 6004.193848
	Iteration 3Q: 3 clusters Score -2.31544e+07 nChanged 6058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88968 members 
Mstep: Class 2 contains 91847 members 
Entering Unmasked Estep 
Score: -23156234.000000 Penalty: 6004.193848
	Iteration 4Q: 3 clusters Score -2.315623e+07 nChanged 6574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88592 members 
Mstep: Class 2 contains 92223 members 
Entering Unmasked Estep 
Score: -23158206.000000 Penalty: 6004.193848
	Iteration 5Q: 3 clusters Score -2.315821e+07 nChanged 7092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88220 members 
Mstep: Class 2 contains 92595 members 
Entering Unmasked Estep 
Score: -23160778.000000 Penalty: 6004.193848
	Iteration 6Q: 3 clusters Score -2.316078e+07 nChanged 8062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87734 members 
Mstep: Class 2 contains 93081 members 
Entering Unmasked Estep 
Score: -23164440.000000 Penalty: 6004.193848
	Iteration 7Q: 3 clusters Score -2.316444e+07 nChanged 9104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87092 members 
Mstep: Class 2 contains 93723 members 
Entering Unmasked Estep 
Score: -23169340.000000 Penalty: 6004.193848
	Iteration 8F: 3 clusters Score -2.316934e+07 nChanged 10187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86465 members 
Mstep: Class 2 contains 94350 members 
Entering Unmasked Estep 
Score: -23175734.000000 Penalty: 6004.193848
	Iteration 9F: 3 clusters Score -2.317573e+07 nChanged 10775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85722 members 
Mstep: Class 2 contains 95093 members 
Entering Unmasked Estep 
Score: -23183004.000000 Penalty: 6004.193848
	Iteration 10F: 3 clusters Score -2.3183e+07 nChanged 9837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85095 members 
Mstep: Class 2 contains 95720 members 
Entering Unmasked Estep 
Score: -23188306.000000 Penalty: 6004.193848
	Iteration 11F: 3 clusters Score -2.318831e+07 nChanged 6862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84441 members 
Mstep: Class 2 contains 96374 members 
Entering Unmasked Estep 
Score: -23190452.000000 Penalty: 6004.193848
	Iteration 12Q: 3 clusters Score -2.319045e+07 nChanged 3757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83788 members 
Mstep: Class 2 contains 97027 members 
Entering Unmasked Estep 
Score: -23191026.000000 Penalty: 6004.193848
	Iteration 13Q: 3 clusters Score -2.319103e+07 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83096 members 
Mstep: Class 2 contains 97719 members 
Entering Unmasked Estep 
Score: -23191416.000000 Penalty: 6004.193848
	Iteration 14Q: 3 clusters Score -2.319142e+07 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82390 members 
Mstep: Class 2 contains 98425 members 
Entering Unmasked Estep 
Score: -23191682.000000 Penalty: 6004.193848
	Iteration 15Q: 3 clusters Score -2.319168e+07 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81647 members 
Mstep: Class 2 contains 99168 members 
Entering Unmasked Estep 
Score: -23191902.000000 Penalty: 6004.193848
	Iteration 16Q: 3 clusters Score -2.31919e+07 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80842 members 
Mstep: Class 2 contains 99973 members 
Entering Unmasked Estep 
Score: -23192000.000000 Penalty: 6004.193848
	Iteration 17Q: 3 clusters Score -2.3192e+07 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79940 members 
Mstep: Class 2 contains 100875 members 
Entering Unmasked Estep 
Score: -23192318.000000 Penalty: 6004.193848
	Iteration 18Q: 3 clusters Score -2.319232e+07 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78956 members 
Mstep: Class 2 contains 101859 members 
Entering Unmasked Estep 
Score: -23192530.000000 Penalty: 6004.193848
	Iteration 19Q: 3 clusters Score -2.319253e+07 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77912 members 
Mstep: Class 2 contains 102903 members 
Entering Unmasked Estep 
Score: -23192884.000000 Penalty: 6004.193848
	Iteration 20F: 3 clusters Score -2.319288e+07 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76819 members 
Mstep: Class 2 contains 103996 members 
Entering Unmasked Estep 
Score: -23193204.000000 Penalty: 6004.193848
	Iteration 21Q: 3 clusters Score -2.31932e+07 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75630 members 
Mstep: Class 2 contains 105185 members 
Entering Unmasked Estep 
Score: -23193444.000000 Penalty: 6004.193848
	Iteration 22Q: 3 clusters Score -2.319344e+07 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74358 members 
Mstep: Class 2 contains 106457 members 
Entering Unmasked Estep 
Score: -23193762.000000 Penalty: 6004.193848
	Iteration 23Q: 3 clusters Score -2.319376e+07 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72952 members 
Mstep: Class 2 contains 107863 members 
Entering Unmasked Estep 
Score: -23194020.000000 Penalty: 6004.193848
	Iteration 24Q: 3 clusters Score -2.319402e+07 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71477 members 
Mstep: Class 2 contains 109338 members 
Entering Unmasked Estep 
Score: -23194168.000000 Penalty: 6004.193848
	Iteration 25Q: 3 clusters Score -2.319417e+07 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69901 members 
Mstep: Class 2 contains 110914 members 
Entering Unmasked Estep 
Score: -23194586.000000 Penalty: 6004.193848
	Iteration 26Q: 3 clusters Score -2.319459e+07 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68260 members 
Mstep: Class 2 contains 112555 members 
Entering Unmasked Estep 
Score: -23194864.000000 Penalty: 6004.193848
	Iteration 27Q: 3 clusters Score -2.319486e+07 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66479 members 
Mstep: Class 2 contains 114336 members 
Entering Unmasked Estep 
Score: -23195324.000000 Penalty: 6004.193848
	Iteration 28Q: 3 clusters Score -2.319532e+07 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64653 members 
Mstep: Class 2 contains 116162 members 
Entering Unmasked Estep 
Score: -23195810.000000 Penalty: 6004.193848
	Iteration 29Q: 3 clusters Score -2.319581e+07 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62751 members 
Mstep: Class 2 contains 118064 members 
Entering Unmasked Estep 
Score: -23196068.000000 Penalty: 6004.193848
	Iteration 30Q: 3 clusters Score -2.319607e+07 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60725 members 
Mstep: Class 2 contains 120090 members 
Entering Unmasked Estep 
Score: -23196552.000000 Penalty: 6004.193848
	Iteration 31Q: 3 clusters Score -2.319655e+07 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58664 members 
Mstep: Class 2 contains 122151 members 
Entering Unmasked Estep 
Score: -23196998.000000 Penalty: 6004.193848
	Iteration 32Q: 3 clusters Score -2.3197e+07 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56485 members 
Mstep: Class 2 contains 124330 members 
Entering Unmasked Estep 
Score: -23197552.000000 Penalty: 6004.193848
	Iteration 33Q: 3 clusters Score -2.319755e+07 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54137 members 
Mstep: Class 2 contains 126678 members 
Entering Unmasked Estep 
Score: -23198172.000000 Penalty: 6004.193848
	Iteration 34Q: 3 clusters Score -2.319817e+07 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51651 members 
Mstep: Class 2 contains 129164 members 
Entering Unmasked Estep 
Score: -23198888.000000 Penalty: 6004.193848
	Iteration 35Q: 3 clusters Score -2.319889e+07 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49020 members 
Mstep: Class 2 contains 131795 members 
Entering Unmasked Estep 
Score: -23199644.000000 Penalty: 6004.193848
	Iteration 36Q: 3 clusters Score -2.319964e+07 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46282 members 
Mstep: Class 2 contains 134533 members 
Entering Unmasked Estep 
Score: -23200472.000000 Penalty: 6004.193848
	Iteration 37Q: 3 clusters Score -2.320047e+07 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43473 members 
Mstep: Class 2 contains 137342 members 
Entering Unmasked Estep 
Score: -23201288.000000 Penalty: 6004.193848
	Iteration 38Q: 3 clusters Score -2.320129e+07 nChanged 2888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40589 members 
Mstep: Class 2 contains 140226 members 
Entering Unmasked Estep 
Score: -23202338.000000 Penalty: 6004.193848
	Iteration 39Q: 3 clusters Score -2.320234e+07 nChanged 3038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37561 members 
Mstep: Class 2 contains 143254 members 
Entering Unmasked Estep 
Score: -23203320.000000 Penalty: 6004.193848
	Iteration 40F: 3 clusters Score -2.320332e+07 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34693 members 
Mstep: Class 2 contains 146122 members 
Entering Unmasked Estep 
Score: -23204242.000000 Penalty: 6004.193848
	Iteration 41Q: 3 clusters Score -2.320424e+07 nChanged 2848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31851 members 
Mstep: Class 2 contains 148964 members 
Entering Unmasked Estep 
Score: -23205320.000000 Penalty: 6004.193848
	Iteration 42Q: 3 clusters Score -2.320532e+07 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29050 members 
Mstep: Class 2 contains 151765 members 
Entering Unmasked Estep 
Score: -23206394.000000 Penalty: 6004.193848
	Iteration 43Q: 3 clusters Score -2.320639e+07 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26292 members 
Mstep: Class 2 contains 154523 members 
Entering Unmasked Estep 
Score: -23207536.000000 Penalty: 6004.193848
	Iteration 44Q: 3 clusters Score -2.320754e+07 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23556 members 
Mstep: Class 2 contains 157259 members 
Entering Unmasked Estep 
Score: -23208700.000000 Penalty: 6004.193848
	Iteration 45Q: 3 clusters Score -2.32087e+07 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20955 members 
Mstep: Class 2 contains 159860 members 
Entering Unmasked Estep 
Score: -23209834.000000 Penalty: 6004.193848
	Iteration 46Q: 3 clusters Score -2.320983e+07 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18471 members 
Mstep: Class 2 contains 162344 members 
Entering Unmasked Estep 
Score: -23210894.000000 Penalty: 6004.193848
	Iteration 47Q: 3 clusters Score -2.321089e+07 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16065 members 
Mstep: Class 2 contains 164750 members 
Entering Unmasked Estep 
Score: -23212056.000000 Penalty: 6004.193848
	Iteration 48Q: 3 clusters Score -2.321206e+07 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13807 members 
Mstep: Class 2 contains 167008 members 
Entering Unmasked Estep 
Score: -23213158.000000 Penalty: 6004.193848
	Iteration 49Q: 3 clusters Score -2.321316e+07 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11644 members 
Mstep: Class 2 contains 169171 members 
Entering Unmasked Estep 
Score: -23214302.000000 Penalty: 6004.193848
	Iteration 50Q: 3 clusters Score -2.32143e+07 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 171202 members 
Entering Unmasked Estep 
Score: -23215454.000000 Penalty: 6004.193848
	Iteration 51Q: 3 clusters Score -2.321545e+07 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 173004 members 
Entering Unmasked Estep 
Score: -23216368.000000 Penalty: 6004.193848
	Iteration 52Q: 3 clusters Score -2.321637e+07 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 174623 members 
Entering Unmasked Estep 
Score: -23217202.000000 Penalty: 6004.193848
	Iteration 53Q: 3 clusters Score -2.32172e+07 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 176051 members 
Entering Unmasked Estep 
Score: -23217960.000000 Penalty: 6004.193848
	Iteration 54Q: 3 clusters Score -2.321796e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 177193 members 
Entering Unmasked Estep 
Score: -23218548.000000 Penalty: 6004.193848
	Iteration 55Q: 3 clusters Score -2.321855e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 178049 members 
Entering Unmasked Estep 
Score: -23219014.000000 Penalty: 6004.193848
	Iteration 56Q: 3 clusters Score -2.321901e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 178644 members 
Entering Unmasked Estep 
Score: -23219358.000000 Penalty: 6004.193848
	Iteration 57Q: 3 clusters Score -2.321936e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 179063 members 
Entering Unmasked Estep 
Score: -23219596.000000 Penalty: 6004.193848
	Iteration 58Q: 3 clusters Score -2.32196e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 179342 members 
Entering Unmasked Estep 
Score: -23219728.000000 Penalty: 6004.193848
	Iteration 59Q: 3 clusters Score -2.321973e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 179523 members 
Entering Unmasked Estep 
Score: -23219870.000000 Penalty: 6004.193848
	Iteration 60F: 3 clusters Score -2.321987e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 179655 members 
Entering Unmasked Estep 
Score: -23219964.000000 Penalty: 6004.193848
	Iteration 61Q: 3 clusters Score -2.321996e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 179754 members 
Entering Unmasked Estep 
Score: -23220036.000000 Penalty: 6004.193848
	Iteration 62Q: 3 clusters Score -2.322004e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 179819 members 
Entering Unmasked Estep 
Score: -23220148.000000 Penalty: 6004.193848
	Iteration 63Q: 3 clusters Score -2.322015e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 179870 members 
Entering Unmasked Estep 
Score: -23220224.000000 Penalty: 6004.193848
	Iteration 64Q: 3 clusters Score -2.322022e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 179895 members 
Entering Unmasked Estep 
Score: -23220342.000000 Penalty: 6004.193848
	Iteration 65Q: 3 clusters Score -2.322034e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 179895 members 
Entering Unmasked Estep 
Score: -23220424.000000 Penalty: 6004.193848
	Iteration 66Q: 3 clusters Score -2.322042e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 179883 members 
Entering Unmasked Estep 
Score: -23220438.000000 Penalty: 6004.193848
	Iteration 67Q: 3 clusters Score -2.322044e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 179875 members 
Entering Unmasked Estep 
Score: -23220520.000000 Penalty: 6004.193848
	Iteration 68Q: 3 clusters Score -2.322052e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 179851 members 
Entering Unmasked Estep 
Score: -23220572.000000 Penalty: 6004.193848
	Iteration 69Q: 3 clusters Score -2.322057e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 179829 members 
Entering Unmasked Estep 
Score: -23220578.000000 Penalty: 6004.193848
	Iteration 70Q: 3 clusters Score -2.322058e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 179818 members 
Entering Unmasked Estep 
Score: -23220590.000000 Penalty: 6004.193848
	Iteration 71Q: 3 clusters Score -2.322059e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 179814 members 
Entering Unmasked Estep 
Score: -23220624.000000 Penalty: 6004.193848
	Iteration 72Q: 3 clusters Score -2.322062e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 179795 members 
Entering Unmasked Estep 
Score: -23220626.000000 Penalty: 6004.193848
	Iteration 73Q: 3 clusters Score -2.322063e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 179770 members 
Entering Unmasked Estep 
Score: -23220652.000000 Penalty: 6004.193848
	Iteration 74Q: 3 clusters Score -2.322065e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 179755 members 
Entering Unmasked Estep 
Score: -23220672.000000 Penalty: 6004.193848
	Iteration 75Q: 3 clusters Score -2.322067e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 179739 members 
Entering Unmasked Estep 
Score: -23220682.000000 Penalty: 6004.193848
	Iteration 76Q: 3 clusters Score -2.322068e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 179725 members 
Entering Unmasked Estep 
Score: -23220690.000000 Penalty: 6004.193848
	Iteration 77Q: 3 clusters Score -2.322069e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 179709 members 
Entering Unmasked Estep 
Score: -23220704.000000 Penalty: 6004.193848
	Iteration 78Q: 3 clusters Score -2.32207e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 179693 members 
Entering Unmasked Estep 
Score: -23220688.000000 Penalty: 6004.193848
	Iteration 79Q: 3 clusters Score -2.322069e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 179687 members 
Entering Unmasked Estep 
Score: -23220706.000000 Penalty: 6004.193848
	Iteration 80F: 3 clusters Score -2.322071e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 179663 members 
Entering Unmasked Estep 
Score: -23220724.000000 Penalty: 6004.193848
	Iteration 81Q: 3 clusters Score -2.322072e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 179648 members 
Entering Unmasked Estep 
Score: -23220726.000000 Penalty: 6004.193848
	Iteration 82Q: 3 clusters Score -2.322073e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 179639 members 
Entering Unmasked Estep 
Score: -23220738.000000 Penalty: 6004.193848
	Iteration 83Q: 3 clusters Score -2.322074e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 179631 members 
Entering Unmasked Estep 
Score: -23220726.000000 Penalty: 6004.193848
	Iteration 84Q: 3 clusters Score -2.322073e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 179620 members 
Entering Unmasked Estep 
Score: -23220740.000000 Penalty: 6004.193848
	Iteration 85Q: 3 clusters Score -2.322074e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 179606 members 
Entering Unmasked Estep 
Score: -23220744.000000 Penalty: 6004.193848
	Iteration 86Q: 3 clusters Score -2.322074e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 179598 members 
Entering Unmasked Estep 
Score: -23220740.000000 Penalty: 6004.193848
	Iteration 87Q: 3 clusters Score -2.322074e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 179593 members 
Entering Unmasked Estep 
Score: -23220758.000000 Penalty: 6004.193848
	Iteration 88Q: 3 clusters Score -2.322076e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 179590 members 
Entering Unmasked Estep 
Score: -23220748.000000 Penalty: 6004.193848
	Iteration 89Q: 3 clusters Score -2.322075e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 179587 members 
Entering Unmasked Estep 
Score: -23220764.000000 Penalty: 6004.193848
	Iteration 90Q: 3 clusters Score -2.322076e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 179581 members 
Entering Unmasked Estep 
Score: -23220772.000000 Penalty: 6004.193848
	Iteration 91Q: 3 clusters Score -2.322077e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 179573 members 
Entering Unmasked Estep 
Score: -23220766.000000 Penalty: 6004.193848
	Iteration 92Q: 3 clusters Score -2.322077e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 179562 members 
Entering Unmasked Estep 
Score: -23220788.000000 Penalty: 6004.193848
	Iteration 93Q: 3 clusters Score -2.322079e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 179549 members 
Entering Unmasked Estep 
Score: -23220782.000000 Penalty: 6004.193848
	Iteration 94Q: 3 clusters Score -2.322078e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 179540 members 
Entering Unmasked Estep 
Score: -23220782.000000 Penalty: 6004.193848
	Iteration 95Q: 3 clusters Score -2.322078e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 179533 members 
Entering Unmasked Estep 
Score: -23220808.000000 Penalty: 6004.193848
	Iteration 96Q: 3 clusters Score -2.322081e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 179528 members 
Entering Unmasked Estep 
Score: -23220792.000000 Penalty: 6004.193848
	Iteration 97Q: 3 clusters Score -2.322079e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 179523 members 
Entering Unmasked Estep 
Score: -23220800.000000 Penalty: 6004.193848
	Iteration 98Q: 3 clusters Score -2.32208e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 179515 members 
Entering Unmasked Estep 
Score: -23220790.000000 Penalty: 6004.193848
	Iteration 99Q: 3 clusters Score -2.322079e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 179507 members 
Entering Unmasked Estep 
Score: -23220786.000000 Penalty: 6004.193848
	Iteration 100F: 3 clusters Score -2.322079e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 179502 members 
Entering Unmasked Estep 
Score: -23220798.000000 Penalty: 6004.193848
	Iteration 101Q: 3 clusters Score -2.32208e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 179499 members 
Entering Unmasked Estep 
Score: -23220802.000000 Penalty: 6004.193848
	Iteration 102Q: 3 clusters Score -2.32208e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 179495 members 
Entering Unmasked Estep 
Score: -23220794.000000 Penalty: 6004.193848
	Iteration 103Q: 3 clusters Score -2.322079e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 179493 members 
Entering Unmasked Estep 
Score: -23220794.000000 Penalty: 6004.193848
	Iteration 104Q: 3 clusters Score -2.322079e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 179489 members 
Entering Unmasked Estep 
Score: -23220810.000000 Penalty: 6004.193848
	Iteration 105Q: 3 clusters Score -2.322081e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 179488 members 
Entering Unmasked Estep 
Score: -23220818.000000 Penalty: 6004.193848
	Iteration 106Q: 3 clusters Score -2.322082e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 179485 members 
Entering Unmasked Estep 
Score: -23220828.000000 Penalty: 6004.193848
	Iteration 107Q: 3 clusters Score -2.322083e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 179485 members 
Entering Unmasked Estep 
Score: -23220826.000000 Penalty: 6004.193848
	Iteration 108Q: 3 clusters Score -2.322083e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 179482 members 
Entering Unmasked Estep 
Score: -23220824.000000 Penalty: 6004.193848
	Iteration 109Q: 3 clusters Score -2.322082e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 179477 members 
Entering Unmasked Estep 
Score: -23220828.000000 Penalty: 6004.193848
	Iteration 110Q: 3 clusters Score -2.322083e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 179474 members 
Entering Unmasked Estep 
Score: -23220814.000000 Penalty: 6004.193848
	Iteration 111Q: 3 clusters Score -2.322081e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 179465 members 
Entering Unmasked Estep 
Score: -23220836.000000 Penalty: 6004.193848
	Iteration 112Q: 3 clusters Score -2.322084e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 179451 members 
Entering Unmasked Estep 
Score: -23220840.000000 Penalty: 6004.193848
	Iteration 113Q: 3 clusters Score -2.322084e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 179441 members 
Entering Unmasked Estep 
Score: -23220828.000000 Penalty: 6004.193848
	Iteration 114Q: 3 clusters Score -2.322083e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 179432 members 
Entering Unmasked Estep 
Score: -23220824.000000 Penalty: 6004.193848
	Iteration 115Q: 3 clusters Score -2.322082e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 179425 members 
Entering Unmasked Estep 
Score: -23220826.000000 Penalty: 6004.193848
	Iteration 116Q: 3 clusters Score -2.322083e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 179413 members 
Entering Unmasked Estep 
Score: -23220856.000000 Penalty: 6004.193848
	Iteration 117Q: 3 clusters Score -2.322086e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 179395 members 
Entering Unmasked Estep 
Score: -23220874.000000 Penalty: 6004.193848
	Iteration 118Q: 3 clusters Score -2.322087e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 179382 members 
Entering Unmasked Estep 
Score: -23220892.000000 Penalty: 6004.193848
	Iteration 119Q: 3 clusters Score -2.322089e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 179375 members 
Entering Unmasked Estep 
Score: -23220894.000000 Penalty: 6004.193848
	Iteration 120F: 3 clusters Score -2.322089e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 179367 members 
Entering Unmasked Estep 
Score: -23220898.000000 Penalty: 6004.193848
	Iteration 121Q: 3 clusters Score -2.32209e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 179354 members 
Entering Unmasked Estep 
Score: -23220912.000000 Penalty: 6004.193848
	Iteration 122Q: 3 clusters Score -2.322091e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 179347 members 
Entering Unmasked Estep 
Score: -23220908.000000 Penalty: 6004.193848
	Iteration 123Q: 3 clusters Score -2.322091e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 179341 members 
Entering Unmasked Estep 
Score: -23220900.000000 Penalty: 6004.193848
	Iteration 124Q: 3 clusters Score -2.32209e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 179333 members 
Entering Unmasked Estep 
Score: -23220918.000000 Penalty: 6004.193848
	Iteration 125Q: 3 clusters Score -2.322092e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 179330 members 
Entering Unmasked Estep 
Score: -23220910.000000 Penalty: 6004.193848
	Iteration 126Q: 3 clusters Score -2.322091e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 179322 members 
Entering Unmasked Estep 
Score: -23220912.000000 Penalty: 6004.193848
	Iteration 127Q: 3 clusters Score -2.322091e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 179322 members 
Entering Unmasked Estep 
Score: -23220930.000000 Penalty: 6004.193848
	Iteration 128Q: 3 clusters Score -2.322093e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 179318 members 
Entering Unmasked Estep 
Score: -23220934.000000 Penalty: 6004.193848
	Iteration 129Q: 3 clusters Score -2.322093e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 179314 members 
Entering Unmasked Estep 
Score: -23220930.000000 Penalty: 6004.193848
	Iteration 130Q: 3 clusters Score -2.322093e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 179310 members 
Entering Unmasked Estep 
Score: -23220930.000000 Penalty: 6004.193848
	Iteration 131Q: 3 clusters Score -2.322093e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 179308 members 
Entering Unmasked Estep 
Score: -23220934.000000 Penalty: 6004.193848
	Iteration 132Q: 3 clusters Score -2.322093e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 179306 members 
Entering Unmasked Estep 
Score: -23220928.000000 Penalty: 6004.193848
	Iteration 133Q: 3 clusters Score -2.322093e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 179303 members 
Entering Unmasked Estep 
Score: -23220930.000000 Penalty: 6004.193848
	Iteration 134Q: 3 clusters Score -2.322093e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 179300 members 
Entering Unmasked Estep 
Score: -23220940.000000 Penalty: 6004.193848
	Iteration 135Q: 3 clusters Score -2.322094e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 179300 members 
Entering Unmasked Estep 
Score: -23220940.000000 Penalty: 6004.193848
	Iteration 136F: 3 clusters Score -2.322094e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (217447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217447 members 
Entering Unmasked Estep 
Score: -28080978.000000 Penalty: 3047.848145
	Iteration 0F: 2 clusters Score -2.808098e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109067 members 
Mstep: Class 2 contains 108380 members 
Entering Unmasked Estep 
Score: -27949308.000000 Penalty: 6095.696289
	Iteration 0F: 3 clusters Score -2.794931e+07 nChanged 104506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119893 members 
Mstep: Class 2 contains 97554 members 
Entering Unmasked Estep 
Score: -28012758.000000 Penalty: 6095.696289
	Iteration 1F: 3 clusters Score -2.801276e+07 nChanged 9073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125772 members 
Mstep: Class 2 contains 91675 members 
Entering Unmasked Estep 
Score: -28015780.000000 Penalty: 6095.696289
	Iteration 2Q: 3 clusters Score -2.801578e+07 nChanged 11314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134292 members 
Mstep: Class 2 contains 83155 members 
Entering Unmasked Estep 
Score: -28020930.000000 Penalty: 6095.696289
	Iteration 3F: 3 clusters Score -2.802093e+07 nChanged 13747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145621 members 
Mstep: Class 2 contains 71826 members 
Entering Unmasked Estep 
Score: -28028760.000000 Penalty: 6095.696289
	Iteration 4F: 3 clusters Score -2.802876e+07 nChanged 15691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159608 members 
Mstep: Class 2 contains 57839 members 
Entering Unmasked Estep 
Score: -28039428.000000 Penalty: 6095.696289
	Iteration 5F: 3 clusters Score -2.803943e+07 nChanged 15819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174441 members 
Mstep: Class 2 contains 43006 members 
Entering Unmasked Estep 
Score: -28052396.000000 Penalty: 6095.696289
	Iteration 6F: 3 clusters Score -2.80524e+07 nChanged 13886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187925 members 
Mstep: Class 2 contains 29522 members 
Entering Unmasked Estep 
Score: -28064272.000000 Penalty: 6095.696289
	Iteration 7F: 3 clusters Score -2.806427e+07 nChanged 11223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199020 members 
Mstep: Class 2 contains 18427 members 
Entering Unmasked Estep 
Score: -28072068.000000 Penalty: 6095.696289
	Iteration 8F: 3 clusters Score -2.807207e+07 nChanged 7562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206540 members 
Mstep: Class 2 contains 10907 members 
Entering Unmasked Estep 
Score: -28076106.000000 Penalty: 6095.696289
	Iteration 9Q: 3 clusters Score -2.807611e+07 nChanged 3973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210471 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -28077516.000000 Penalty: 6095.696289
	Iteration 10Q: 3 clusters Score -2.807752e+07 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212411 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -28078262.000000 Penalty: 6095.696289
	Iteration 11Q: 3 clusters Score -2.807826e+07 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213435 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -28078680.000000 Penalty: 6095.696289
	Iteration 12Q: 3 clusters Score -2.807868e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214089 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -28078812.000000 Penalty: 6095.696289
	Iteration 13Q: 3 clusters Score -2.807881e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214505 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -28078798.000000 Penalty: 6095.696289
	Iteration 14Q: 3 clusters Score -2.80788e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214843 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -28078876.000000 Penalty: 6095.696289
	Iteration 15Q: 3 clusters Score -2.807888e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215103 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -28078864.000000 Penalty: 6095.696289
	Iteration 16Q: 3 clusters Score -2.807886e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215299 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -28078876.000000 Penalty: 6095.696289
	Iteration 17Q: 3 clusters Score -2.807888e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215434 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -28078908.000000 Penalty: 6095.696289
	Iteration 18Q: 3 clusters Score -2.807891e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215540 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -28078908.000000 Penalty: 6095.696289
	Iteration 19Q: 3 clusters Score -2.807891e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215621 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -28078928.000000 Penalty: 6095.696289
	Iteration 20F: 3 clusters Score -2.807893e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215683 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -28078966.000000 Penalty: 6095.696289
	Iteration 21Q: 3 clusters Score -2.807897e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215740 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -28078930.000000 Penalty: 6095.696289
	Iteration 22Q: 3 clusters Score -2.807893e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215791 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -28078946.000000 Penalty: 6095.696289
	Iteration 23Q: 3 clusters Score -2.807895e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215828 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -28078934.000000 Penalty: 6095.696289
	Iteration 24Q: 3 clusters Score -2.807893e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215851 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -28078972.000000 Penalty: 6095.696289
	Iteration 25Q: 3 clusters Score -2.807897e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215870 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -28078980.000000 Penalty: 6095.696289
	Iteration 26Q: 3 clusters Score -2.807898e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215892 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -28078984.000000 Penalty: 6095.696289
	Iteration 27Q: 3 clusters Score -2.807898e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215907 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -28078990.000000 Penalty: 6095.696289
	Iteration 28Q: 3 clusters Score -2.807899e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215921 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -28078980.000000 Penalty: 6095.696289
	Iteration 29Q: 3 clusters Score -2.807898e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215942 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -28078984.000000 Penalty: 6095.696289
	Iteration 30Q: 3 clusters Score -2.807898e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215960 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -28079008.000000 Penalty: 6095.696289
	Iteration 31Q: 3 clusters Score -2.807901e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215972 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -28078996.000000 Penalty: 6095.696289
	Iteration 32Q: 3 clusters Score -2.8079e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215979 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -28078992.000000 Penalty: 6095.696289
	Iteration 33Q: 3 clusters Score -2.807899e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215986 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -28078992.000000 Penalty: 6095.696289
	Iteration 34Q: 3 clusters Score -2.807899e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215991 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -28078990.000000 Penalty: 6095.696289
	Iteration 35Q: 3 clusters Score -2.807899e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215998 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -28078986.000000 Penalty: 6095.696289
	Iteration 36Q: 3 clusters Score -2.807899e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216005 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -28078980.000000 Penalty: 6095.696289
	Iteration 37Q: 3 clusters Score -2.807898e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216013 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -28078964.000000 Penalty: 6095.696289
	Iteration 38Q: 3 clusters Score -2.807896e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216019 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -28078962.000000 Penalty: 6095.696289
	Iteration 39Q: 3 clusters Score -2.807896e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216025 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -28078954.000000 Penalty: 6095.696289
	Iteration 40F: 3 clusters Score -2.807895e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216029 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -28078952.000000 Penalty: 6095.696289
	Iteration 41Q: 3 clusters Score -2.807895e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216033 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -28078970.000000 Penalty: 6095.696289
	Iteration 42Q: 3 clusters Score -2.807897e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216036 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -28078960.000000 Penalty: 6095.696289
	Iteration 43Q: 3 clusters Score -2.807896e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216035 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -28078958.000000 Penalty: 6095.696289
	Iteration 44Q: 3 clusters Score -2.807896e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216034 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -28078962.000000 Penalty: 6095.696289
	Iteration 45Q: 3 clusters Score -2.807896e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216033 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -28078964.000000 Penalty: 6095.696289
	Iteration 46Q: 3 clusters Score -2.807896e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216034 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -28078960.000000 Penalty: 6095.696289
	Iteration 47Q: 3 clusters Score -2.807896e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216035 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -28078958.000000 Penalty: 6095.696289
	Iteration 48Q: 3 clusters Score -2.807896e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216036 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -28078952.000000 Penalty: 6095.696289
	Iteration 49Q: 3 clusters Score -2.807895e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216037 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -28078948.000000 Penalty: 6095.696289
	Iteration 50Q: 3 clusters Score -2.807895e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216038 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -28078950.000000 Penalty: 6095.696289
	Iteration 51Q: 3 clusters Score -2.807895e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216039 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -28078960.000000 Penalty: 6095.696289
	Iteration 52Q: 3 clusters Score -2.807896e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216039 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -28078960.000000 Penalty: 6095.696289
	Iteration 53F: 3 clusters Score -2.807896e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (11781 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11781 members 
Entering Unmasked Estep 
Score: -1470990.500000 Penalty: 2324.812500
	Iteration 0F: 2 clusters Score -1470990 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -1462124.250000 Penalty: 4649.625000
	Iteration 0F: 3 clusters Score -1462124 nChanged 5010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -1465022.250000 Penalty: 4649.625000
	Iteration 1F: 3 clusters Score -1465022 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -1465580.125000 Penalty: 4649.625000
	Iteration 2F: 3 clusters Score -1465580 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -1466058.875000 Penalty: 4649.625000
	Iteration 3F: 3 clusters Score -1466059 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -1466512.375000 Penalty: 4649.625000
	Iteration 4F: 3 clusters Score -1466512 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -1466952.875000 Penalty: 4649.625000
	Iteration 5F: 3 clusters Score -1466953 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -1467349.000000 Penalty: 4649.625000
	Iteration 6Q: 3 clusters Score -1467349 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -1467741.375000 Penalty: 4649.625000
	Iteration 7Q: 3 clusters Score -1467741 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -1468072.000000 Penalty: 4649.625000
	Iteration 8Q: 3 clusters Score -1468072 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -1468336.875000 Penalty: 4649.625000
	Iteration 9Q: 3 clusters Score -1468337 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -1468534.625000 Penalty: 4649.625000
	Iteration 10Q: 3 clusters Score -1468535 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -1468653.125000 Penalty: 4649.625000
	Iteration 11Q: 3 clusters Score -1468653 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -1468732.250000 Penalty: 4649.625000
	Iteration 12Q: 3 clusters Score -1468732 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -1468783.250000 Penalty: 4649.625000
	Iteration 13Q: 3 clusters Score -1468783 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -1468813.875000 Penalty: 4649.625000
	Iteration 14Q: 3 clusters Score -1468814 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -1468843.125000 Penalty: 4649.625000
	Iteration 15Q: 3 clusters Score -1468843 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -1468863.125000 Penalty: 4649.625000
	Iteration 16Q: 3 clusters Score -1468863 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -1468879.125000 Penalty: 4649.625000
	Iteration 17Q: 3 clusters Score -1468879 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -1468886.625000 Penalty: 4649.625000
	Iteration 18Q: 3 clusters Score -1468887 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -1468893.750000 Penalty: 4649.625000
	Iteration 19Q: 3 clusters Score -1468894 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -1468899.375000 Penalty: 4649.625000
	Iteration 20F: 3 clusters Score -1468899 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -1468905.250000 Penalty: 4649.625000
	Iteration 21Q: 3 clusters Score -1468905 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -1468916.375000 Penalty: 4649.625000
	Iteration 22Q: 3 clusters Score -1468916 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -1468919.625000 Penalty: 4649.625000
	Iteration 23Q: 3 clusters Score -1468920 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -1468920.625000 Penalty: 4649.625000
	Iteration 24Q: 3 clusters Score -1468921 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -1468926.500000 Penalty: 4649.625000
	Iteration 25Q: 3 clusters Score -1468926 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -1468925.875000 Penalty: 4649.625000
	Iteration 26Q: 3 clusters Score -1468926 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -1468927.625000 Penalty: 4649.625000
	Iteration 27Q: 3 clusters Score -1468928 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -1468927.500000 Penalty: 4649.625000
	Iteration 28Q: 3 clusters Score -1468928 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -1468927.500000 Penalty: 4649.625000
	Iteration 29Q: 3 clusters Score -1468928 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -1468928.375000 Penalty: 4649.625000
	Iteration 30Q: 3 clusters Score -1468928 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -1468929.500000 Penalty: 4649.625000
	Iteration 31Q: 3 clusters Score -1468930 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -1468929.625000 Penalty: 4649.625000
	Iteration 32Q: 3 clusters Score -1468930 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -1468931.625000 Penalty: 4649.625000
	Iteration 33Q: 3 clusters Score -1468932 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -1468936.125000 Penalty: 4649.625000
	Iteration 34Q: 3 clusters Score -1468936 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -1468940.750000 Penalty: 4649.625000
	Iteration 35Q: 3 clusters Score -1468941 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -1468939.250000 Penalty: 4649.625000
	Iteration 36Q: 3 clusters Score -1468939 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -1468938.000000 Penalty: 4649.625000
	Iteration 37Q: 3 clusters Score -1468938 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -1468941.625000 Penalty: 4649.625000
	Iteration 38Q: 3 clusters Score -1468942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -1468939.875000 Penalty: 4649.625000
	Iteration 39Q: 3 clusters Score -1468940 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -1468940.750000 Penalty: 4649.625000
	Iteration 40F: 3 clusters Score -1468941 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -1468939.500000 Penalty: 4649.625000
	Iteration 41Q: 3 clusters Score -1468940 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -1468939.875000 Penalty: 4649.625000
	Iteration 42Q: 3 clusters Score -1468940 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -1468939.875000 Penalty: 4649.625000
	Iteration 43F: 3 clusters Score -1468940 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (29348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29348 members 
Entering Unmasked Estep 
Score: -3726608.750000 Penalty: 2551.170898
	Iteration 0F: 2 clusters Score -3726609 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14572 members 
Mstep: Class 2 contains 14776 members 
Entering Unmasked Estep 
Score: -3706525.750000 Penalty: 5102.341797
	Iteration 0F: 3 clusters Score -3706526 nChanged 13138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14100 members 
Mstep: Class 2 contains 15248 members 
Entering Unmasked Estep 
Score: -3713875.750000 Penalty: 5102.341797
	Iteration 1F: 3 clusters Score -3713876 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13724 members 
Mstep: Class 2 contains 15624 members 
Entering Unmasked Estep 
Score: -3714602.750000 Penalty: 5102.341797
	Iteration 2F: 3 clusters Score -3714603 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13272 members 
Mstep: Class 2 contains 16076 members 
Entering Unmasked Estep 
Score: -3715414.500000 Penalty: 5102.341797
	Iteration 3F: 3 clusters Score -3715414 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12863 members 
Mstep: Class 2 contains 16485 members 
Entering Unmasked Estep 
Score: -3716350.250000 Penalty: 5102.341797
	Iteration 4F: 3 clusters Score -3716350 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12401 members 
Mstep: Class 2 contains 16947 members 
Entering Unmasked Estep 
Score: -3717529.750000 Penalty: 5102.341797
	Iteration 5F: 3 clusters Score -3717530 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11972 members 
Mstep: Class 2 contains 17376 members 
Entering Unmasked Estep 
Score: -3718953.000000 Penalty: 5102.341797
	Iteration 6F: 3 clusters Score -3718953 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11633 members 
Mstep: Class 2 contains 17715 members 
Entering Unmasked Estep 
Score: -3720382.250000 Penalty: 5102.341797
	Iteration 7F: 3 clusters Score -3720382 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11376 members 
Mstep: Class 2 contains 17972 members 
Entering Unmasked Estep 
Score: -3721458.750000 Penalty: 5102.341797
	Iteration 8F: 3 clusters Score -3721459 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11232 members 
Mstep: Class 2 contains 18116 members 
Entering Unmasked Estep 
Score: -3722108.250000 Penalty: 5102.341797
	Iteration 9Q: 3 clusters Score -3722108 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11158 members 
Mstep: Class 2 contains 18190 members 
Entering Unmasked Estep 
Score: -3722459.750000 Penalty: 5102.341797
	Iteration 10Q: 3 clusters Score -3722460 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11106 members 
Mstep: Class 2 contains 18242 members 
Entering Unmasked Estep 
Score: -3722644.750000 Penalty: 5102.341797
	Iteration 11Q: 3 clusters Score -3722645 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11070 members 
Mstep: Class 2 contains 18278 members 
Entering Unmasked Estep 
Score: -3722763.500000 Penalty: 5102.341797
	Iteration 12Q: 3 clusters Score -3722764 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11061 members 
Mstep: Class 2 contains 18287 members 
Entering Unmasked Estep 
Score: -3722845.000000 Penalty: 5102.341797
	Iteration 13Q: 3 clusters Score -3722845 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11050 members 
Mstep: Class 2 contains 18298 members 
Entering Unmasked Estep 
Score: -3722903.750000 Penalty: 5102.341797
	Iteration 14Q: 3 clusters Score -3722904 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11027 members 
Mstep: Class 2 contains 18321 members 
Entering Unmasked Estep 
Score: -3722960.000000 Penalty: 5102.341797
	Iteration 15Q: 3 clusters Score -3722960 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11013 members 
Mstep: Class 2 contains 18335 members 
Entering Unmasked Estep 
Score: -3723021.250000 Penalty: 5102.341797
	Iteration 16Q: 3 clusters Score -3723021 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10996 members 
Mstep: Class 2 contains 18352 members 
Entering Unmasked Estep 
Score: -3723090.250000 Penalty: 5102.341797
	Iteration 17Q: 3 clusters Score -3723090 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10977 members 
Mstep: Class 2 contains 18371 members 
Entering Unmasked Estep 
Score: -3723123.750000 Penalty: 5102.341797
	Iteration 18Q: 3 clusters Score -3723124 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10966 members 
Mstep: Class 2 contains 18382 members 
Entering Unmasked Estep 
Score: -3723157.250000 Penalty: 5102.341797
	Iteration 19Q: 3 clusters Score -3723157 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10952 members 
Mstep: Class 2 contains 18396 members 
Entering Unmasked Estep 
Score: -3723181.250000 Penalty: 5102.341797
	Iteration 20F: 3 clusters Score -3723181 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10951 members 
Mstep: Class 2 contains 18397 members 
Entering Unmasked Estep 
Score: -3723181.750000 Penalty: 5102.341797
	Iteration 21Q: 3 clusters Score -3723182 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10954 members 
Mstep: Class 2 contains 18394 members 
Entering Unmasked Estep 
Score: -3723205.250000 Penalty: 5102.341797
	Iteration 22Q: 3 clusters Score -3723205 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10961 members 
Mstep: Class 2 contains 18387 members 
Entering Unmasked Estep 
Score: -3723238.500000 Penalty: 5102.341797
	Iteration 23Q: 3 clusters Score -3723238 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10972 members 
Mstep: Class 2 contains 18376 members 
Entering Unmasked Estep 
Score: -3723247.000000 Penalty: 5102.341797
	Iteration 24Q: 3 clusters Score -3723247 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10965 members 
Mstep: Class 2 contains 18383 members 
Entering Unmasked Estep 
Score: -3723258.750000 Penalty: 5102.341797
	Iteration 25Q: 3 clusters Score -3723259 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10948 members 
Mstep: Class 2 contains 18400 members 
Entering Unmasked Estep 
Score: -3723269.250000 Penalty: 5102.341797
	Iteration 26Q: 3 clusters Score -3723269 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10934 members 
Mstep: Class 2 contains 18414 members 
Entering Unmasked Estep 
Score: -3723293.250000 Penalty: 5102.341797
	Iteration 27Q: 3 clusters Score -3723293 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10916 members 
Mstep: Class 2 contains 18432 members 
Entering Unmasked Estep 
Score: -3723300.500000 Penalty: 5102.341797
	Iteration 28Q: 3 clusters Score -3723300 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10907 members 
Mstep: Class 2 contains 18441 members 
Entering Unmasked Estep 
Score: -3723299.250000 Penalty: 5102.341797
	Iteration 29Q: 3 clusters Score -3723299 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10892 members 
Mstep: Class 2 contains 18456 members 
Entering Unmasked Estep 
Score: -3723306.500000 Penalty: 5102.341797
	Iteration 30Q: 3 clusters Score -3723306 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10883 members 
Mstep: Class 2 contains 18465 members 
Entering Unmasked Estep 
Score: -3723309.750000 Penalty: 5102.341797
	Iteration 31Q: 3 clusters Score -3723310 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10882 members 
Mstep: Class 2 contains 18466 members 
Entering Unmasked Estep 
Score: -3723311.750000 Penalty: 5102.341797
	Iteration 32Q: 3 clusters Score -3723312 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10879 members 
Mstep: Class 2 contains 18469 members 
Entering Unmasked Estep 
Score: -3723326.250000 Penalty: 5102.341797
	Iteration 33Q: 3 clusters Score -3723326 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10863 members 
Mstep: Class 2 contains 18485 members 
Entering Unmasked Estep 
Score: -3723318.500000 Penalty: 5102.341797
	Iteration 34Q: 3 clusters Score -3723318 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10844 members 
Mstep: Class 2 contains 18504 members 
Entering Unmasked Estep 
Score: -3723323.500000 Penalty: 5102.341797
	Iteration 35Q: 3 clusters Score -3723324 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10844 members 
Mstep: Class 2 contains 18504 members 
Entering Unmasked Estep 
Score: -3723322.000000 Penalty: 5102.341797
	Iteration 36Q: 3 clusters Score -3723322 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10832 members 
Mstep: Class 2 contains 18516 members 
Entering Unmasked Estep 
Score: -3723334.000000 Penalty: 5102.341797
	Iteration 37Q: 3 clusters Score -3723334 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10818 members 
Mstep: Class 2 contains 18530 members 
Entering Unmasked Estep 
Score: -3723337.250000 Penalty: 5102.341797
	Iteration 38Q: 3 clusters Score -3723337 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10810 members 
Mstep: Class 2 contains 18538 members 
Entering Unmasked Estep 
Score: -3723334.000000 Penalty: 5102.341797
	Iteration 39Q: 3 clusters Score -3723334 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10800 members 
Mstep: Class 2 contains 18548 members 
Entering Unmasked Estep 
Score: -3723335.750000 Penalty: 5102.341797
	Iteration 40F: 3 clusters Score -3723336 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 18560 members 
Entering Unmasked Estep 
Score: -3723337.750000 Penalty: 5102.341797
	Iteration 41Q: 3 clusters Score -3723338 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10776 members 
Mstep: Class 2 contains 18572 members 
Entering Unmasked Estep 
Score: -3723338.500000 Penalty: 5102.341797
	Iteration 42Q: 3 clusters Score -3723338 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 18577 members 
Entering Unmasked Estep 
Score: -3723340.250000 Penalty: 5102.341797
	Iteration 43Q: 3 clusters Score -3723340 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10761 members 
Mstep: Class 2 contains 18587 members 
Entering Unmasked Estep 
Score: -3723331.750000 Penalty: 5102.341797
	Iteration 44Q: 3 clusters Score -3723332 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10751 members 
Mstep: Class 2 contains 18597 members 
Entering Unmasked Estep 
Score: -3723331.750000 Penalty: 5102.341797
	Iteration 45Q: 3 clusters Score -3723332 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10740 members 
Mstep: Class 2 contains 18608 members 
Entering Unmasked Estep 
Score: -3723329.250000 Penalty: 5102.341797
	Iteration 46Q: 3 clusters Score -3723329 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 18615 members 
Entering Unmasked Estep 
Score: -3723335.250000 Penalty: 5102.341797
	Iteration 47Q: 3 clusters Score -3723335 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10723 members 
Mstep: Class 2 contains 18625 members 
Entering Unmasked Estep 
Score: -3723332.250000 Penalty: 5102.341797
	Iteration 48Q: 3 clusters Score -3723332 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10717 members 
Mstep: Class 2 contains 18631 members 
Entering Unmasked Estep 
Score: -3723334.000000 Penalty: 5102.341797
	Iteration 49Q: 3 clusters Score -3723334 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10713 members 
Mstep: Class 2 contains 18635 members 
Entering Unmasked Estep 
Score: -3723339.000000 Penalty: 5102.341797
	Iteration 50Q: 3 clusters Score -3723339 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10716 members 
Mstep: Class 2 contains 18632 members 
Entering Unmasked Estep 
Score: -3723334.250000 Penalty: 5102.341797
	Iteration 51Q: 3 clusters Score -3723334 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10718 members 
Mstep: Class 2 contains 18630 members 
Entering Unmasked Estep 
Score: -3723334.500000 Penalty: 5102.341797
	Iteration 52Q: 3 clusters Score -3723334 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10715 members 
Mstep: Class 2 contains 18633 members 
Entering Unmasked Estep 
Score: -3723341.000000 Penalty: 5102.341797
	Iteration 53Q: 3 clusters Score -3723341 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 18639 members 
Entering Unmasked Estep 
Score: -3723342.250000 Penalty: 5102.341797
	Iteration 54Q: 3 clusters Score -3723342 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10707 members 
Mstep: Class 2 contains 18641 members 
Entering Unmasked Estep 
Score: -3723339.250000 Penalty: 5102.341797
	Iteration 55Q: 3 clusters Score -3723339 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10706 members 
Mstep: Class 2 contains 18642 members 
Entering Unmasked Estep 
Score: -3723339.500000 Penalty: 5102.341797
	Iteration 56Q: 3 clusters Score -3723340 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10706 members 
Mstep: Class 2 contains 18642 members 
Entering Unmasked Estep 
Score: -3723339.500000 Penalty: 5102.341797
	Iteration 57F: 3 clusters Score -3723340 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Entering Unmasked Estep 
Score: -29755.687500 Penalty: 1442.643555
	Iteration 0F: 2 clusters Score -29755.69 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 171 members 
Entering Unmasked Estep 
Score: -28624.994141 Penalty: 2885.287109
	Iteration 0F: 3 clusters Score -28624.99 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -28877.585938 Penalty: 2885.287109
	Iteration 1F: 3 clusters Score -28877.59 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -29003.312500 Penalty: 2885.287109
	Iteration 2F: 3 clusters Score -29003.31 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -29063.632812 Penalty: 2885.287109
	Iteration 3F: 3 clusters Score -29063.63 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -29090.673828 Penalty: 2885.287109
	Iteration 4Q: 3 clusters Score -29090.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -29103.876953 Penalty: 2885.287109
	Iteration 5Q: 3 clusters Score -29103.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -29108.107422 Penalty: 2885.287109
	Iteration 6Q: 3 clusters Score -29108.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -29108.107422 Penalty: 2885.287109
	Iteration 7F: 3 clusters Score -29108.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Entering Unmasked Estep 
Score: -529852.250000 Penalty: 2067.840332
	Iteration 0F: 2 clusters Score -529852.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -525858.000000 Penalty: 4135.680664
	Iteration 0F: 3 clusters Score -525858 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -526811.062500 Penalty: 4135.680664
	Iteration 1F: 3 clusters Score -526811.1 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -527039.312500 Penalty: 4135.680664
	Iteration 2F: 3 clusters Score -527039.3 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -527205.062500 Penalty: 4135.680664
	Iteration 3F: 3 clusters Score -527205.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -527341.625000 Penalty: 4135.680664
	Iteration 4Q: 3 clusters Score -527341.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -527465.125000 Penalty: 4135.680664
	Iteration 5Q: 3 clusters Score -527465.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -527560.000000 Penalty: 4135.680664
	Iteration 6Q: 3 clusters Score -527560 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -527650.687500 Penalty: 4135.680664
	Iteration 7Q: 3 clusters Score -527650.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -527732.375000 Penalty: 4135.680664
	Iteration 8Q: 3 clusters Score -527732.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -527790.375000 Penalty: 4135.680664
	Iteration 9Q: 3 clusters Score -527790.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -527838.937500 Penalty: 4135.680664
	Iteration 10Q: 3 clusters Score -527838.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -527885.750000 Penalty: 4135.680664
	Iteration 11Q: 3 clusters Score -527885.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -527932.687500 Penalty: 4135.680664
	Iteration 12Q: 3 clusters Score -527932.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -527969.687500 Penalty: 4135.680664
	Iteration 13Q: 3 clusters Score -527969.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -527993.625000 Penalty: 4135.680664
	Iteration 14Q: 3 clusters Score -527993.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -528021.687500 Penalty: 4135.680664
	Iteration 15Q: 3 clusters Score -528021.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -528051.062500 Penalty: 4135.680664
	Iteration 16Q: 3 clusters Score -528051.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -528073.437500 Penalty: 4135.680664
	Iteration 17Q: 3 clusters Score -528073.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -528093.500000 Penalty: 4135.680664
	Iteration 18Q: 3 clusters Score -528093.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -528107.250000 Penalty: 4135.680664
	Iteration 19Q: 3 clusters Score -528107.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -528126.750000 Penalty: 4135.680664
	Iteration 20F: 3 clusters Score -528126.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -528141.000000 Penalty: 4135.680664
	Iteration 21Q: 3 clusters Score -528141 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -528155.875000 Penalty: 4135.680664
	Iteration 22Q: 3 clusters Score -528155.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -528167.812500 Penalty: 4135.680664
	Iteration 23Q: 3 clusters Score -528167.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -528176.187500 Penalty: 4135.680664
	Iteration 24Q: 3 clusters Score -528176.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -528188.062500 Penalty: 4135.680664
	Iteration 25Q: 3 clusters Score -528188.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -528191.312500 Penalty: 4135.680664
	Iteration 26Q: 3 clusters Score -528191.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -528196.000000 Penalty: 4135.680664
	Iteration 27Q: 3 clusters Score -528196 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -528203.125000 Penalty: 4135.680664
	Iteration 28Q: 3 clusters Score -528203.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -528210.250000 Penalty: 4135.680664
	Iteration 29Q: 3 clusters Score -528210.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -528216.750000 Penalty: 4135.680664
	Iteration 30Q: 3 clusters Score -528216.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -528225.562500 Penalty: 4135.680664
	Iteration 31Q: 3 clusters Score -528225.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -528230.375000 Penalty: 4135.680664
	Iteration 32Q: 3 clusters Score -528230.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -528237.125000 Penalty: 4135.680664
	Iteration 33Q: 3 clusters Score -528237.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -528249.687500 Penalty: 4135.680664
	Iteration 34Q: 3 clusters Score -528249.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -528264.312500 Penalty: 4135.680664
	Iteration 35Q: 3 clusters Score -528264.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -528278.500000 Penalty: 4135.680664
	Iteration 36Q: 3 clusters Score -528278.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -528297.125000 Penalty: 4135.680664
	Iteration 37Q: 3 clusters Score -528297.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -528308.750000 Penalty: 4135.680664
	Iteration 38Q: 3 clusters Score -528308.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -528321.687500 Penalty: 4135.680664
	Iteration 39Q: 3 clusters Score -528321.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -528340.437500 Penalty: 4135.680664
	Iteration 40F: 3 clusters Score -528340.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -528361.000000 Penalty: 4135.680664
	Iteration 41Q: 3 clusters Score -528361 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -528370.125000 Penalty: 4135.680664
	Iteration 42Q: 3 clusters Score -528370.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -528377.812500 Penalty: 4135.680664
	Iteration 43Q: 3 clusters Score -528377.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -528384.562500 Penalty: 4135.680664
	Iteration 44Q: 3 clusters Score -528384.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -528391.437500 Penalty: 4135.680664
	Iteration 45Q: 3 clusters Score -528391.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -528396.500000 Penalty: 4135.680664
	Iteration 46Q: 3 clusters Score -528396.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -528402.562500 Penalty: 4135.680664
	Iteration 47Q: 3 clusters Score -528402.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -528405.500000 Penalty: 4135.680664
	Iteration 48Q: 3 clusters Score -528405.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -528409.000000 Penalty: 4135.680664
	Iteration 49Q: 3 clusters Score -528409 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -528418.000000 Penalty: 4135.680664
	Iteration 50Q: 3 clusters Score -528418 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -528423.500000 Penalty: 4135.680664
	Iteration 51Q: 3 clusters Score -528423.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -528426.750000 Penalty: 4135.680664
	Iteration 52Q: 3 clusters Score -528426.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -528428.000000 Penalty: 4135.680664
	Iteration 53Q: 3 clusters Score -528428 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -528428.937500 Penalty: 4135.680664
	Iteration 54Q: 3 clusters Score -528428.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -528428.937500 Penalty: 4135.680664
	Iteration 55F: 3 clusters Score -528428.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (22387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22387 members 
Entering Unmasked Estep 
Score: -2866775.750000 Penalty: 2484.026367
	Iteration 0F: 2 clusters Score -2866776 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11247 members 
Mstep: Class 2 contains 11140 members 
Entering Unmasked Estep 
Score: -2851031.250000 Penalty: 4968.052734
	Iteration 0F: 3 clusters Score -2851031 nChanged 9912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11719 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -2856411.000000 Penalty: 4968.052734
	Iteration 1F: 3 clusters Score -2856411 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11934 members 
Mstep: Class 2 contains 10453 members 
Entering Unmasked Estep 
Score: -2856782.250000 Penalty: 4968.052734
	Iteration 2Q: 3 clusters Score -2856782 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12206 members 
Mstep: Class 2 contains 10181 members 
Entering Unmasked Estep 
Score: -2857083.250000 Penalty: 4968.052734
	Iteration 3Q: 3 clusters Score -2857083 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12592 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -2857348.000000 Penalty: 4968.052734
	Iteration 4Q: 3 clusters Score -2857348 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13074 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -2857672.250000 Penalty: 4968.052734
	Iteration 5Q: 3 clusters Score -2857672 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13733 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -2858131.750000 Penalty: 4968.052734
	Iteration 6Q: 3 clusters Score -2858132 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14592 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -2858819.500000 Penalty: 4968.052734
	Iteration 7F: 3 clusters Score -2858820 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15676 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -2859920.000000 Penalty: 4968.052734
	Iteration 8F: 3 clusters Score -2859920 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16921 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -2861331.750000 Penalty: 4968.052734
	Iteration 9F: 3 clusters Score -2861332 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18123 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -2862840.250000 Penalty: 4968.052734
	Iteration 10F: 3 clusters Score -2862840 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18983 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -2864198.500000 Penalty: 4968.052734
	Iteration 11F: 3 clusters Score -2864198 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19468 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -2865250.500000 Penalty: 4968.052734
	Iteration 12Q: 3 clusters Score -2865250 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19626 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -2865691.750000 Penalty: 4968.052734
	Iteration 13Q: 3 clusters Score -2865692 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19699 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -2865840.250000 Penalty: 4968.052734
	Iteration 14Q: 3 clusters Score -2865840 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19754 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -2865895.250000 Penalty: 4968.052734
	Iteration 15Q: 3 clusters Score -2865895 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19788 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -2865915.500000 Penalty: 4968.052734
	Iteration 16Q: 3 clusters Score -2865916 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19815 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -2865932.250000 Penalty: 4968.052734
	Iteration 17Q: 3 clusters Score -2865932 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19828 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -2865947.750000 Penalty: 4968.052734
	Iteration 18Q: 3 clusters Score -2865948 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19843 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -2865958.000000 Penalty: 4968.052734
	Iteration 19Q: 3 clusters Score -2865958 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19855 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -2865961.500000 Penalty: 4968.052734
	Iteration 20F: 3 clusters Score -2865962 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19868 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -2865966.250000 Penalty: 4968.052734
	Iteration 21Q: 3 clusters Score -2865966 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19873 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -2865962.250000 Penalty: 4968.052734
	Iteration 22Q: 3 clusters Score -2865962 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19877 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -2865967.750000 Penalty: 4968.052734
	Iteration 23Q: 3 clusters Score -2865968 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19884 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -2865960.750000 Penalty: 4968.052734
	Iteration 24Q: 3 clusters Score -2865961 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19891 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -2865964.000000 Penalty: 4968.052734
	Iteration 25Q: 3 clusters Score -2865964 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19893 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -2865965.000000 Penalty: 4968.052734
	Iteration 26Q: 3 clusters Score -2865965 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19898 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -2865962.250000 Penalty: 4968.052734
	Iteration 27Q: 3 clusters Score -2865962 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19899 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -2865963.500000 Penalty: 4968.052734
	Iteration 28Q: 3 clusters Score -2865964 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19899 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -2865968.500000 Penalty: 4968.052734
	Iteration 29Q: 3 clusters Score -2865968 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19899 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -2865968.500000 Penalty: 4968.052734
	Iteration 30F: 3 clusters Score -2865968 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (50948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50948 members 
Entering Unmasked Estep 
Score: -6098918.500000 Penalty: 2687.963135
	Iteration 0F: 2 clusters Score -6098918 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25530 members 
Mstep: Class 2 contains 25418 members 
Entering Unmasked Estep 
Score: -6064646.500000 Penalty: 5375.926270
	Iteration 0F: 3 clusters Score -6064646 nChanged 23554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26202 members 
Mstep: Class 2 contains 24746 members 
Entering Unmasked Estep 
Score: -6078256.000000 Penalty: 5375.926270
	Iteration 1F: 3 clusters Score -6078256 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26513 members 
Mstep: Class 2 contains 24435 members 
Entering Unmasked Estep 
Score: -6079283.000000 Penalty: 5375.926270
	Iteration 2Q: 3 clusters Score -6079283 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26816 members 
Mstep: Class 2 contains 24132 members 
Entering Unmasked Estep 
Score: -6080406.500000 Penalty: 5375.926270
	Iteration 3Q: 3 clusters Score -6080406 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27077 members 
Mstep: Class 2 contains 23871 members 
Entering Unmasked Estep 
Score: -6081475.500000 Penalty: 5375.926270
	Iteration 4Q: 3 clusters Score -6081476 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27238 members 
Mstep: Class 2 contains 23710 members 
Entering Unmasked Estep 
Score: -6082522.000000 Penalty: 5375.926270
	Iteration 5Q: 3 clusters Score -6082522 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27390 members 
Mstep: Class 2 contains 23558 members 
Entering Unmasked Estep 
Score: -6083600.500000 Penalty: 5375.926270
	Iteration 6Q: 3 clusters Score -6083600 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27519 members 
Mstep: Class 2 contains 23429 members 
Entering Unmasked Estep 
Score: -6084569.500000 Penalty: 5375.926270
	Iteration 7Q: 3 clusters Score -6084570 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27580 members 
Mstep: Class 2 contains 23368 members 
Entering Unmasked Estep 
Score: -6085451.500000 Penalty: 5375.926270
	Iteration 8Q: 3 clusters Score -6085452 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27643 members 
Mstep: Class 2 contains 23305 members 
Entering Unmasked Estep 
Score: -6086302.000000 Penalty: 5375.926270
	Iteration 9Q: 3 clusters Score -6086302 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27720 members 
Mstep: Class 2 contains 23228 members 
Entering Unmasked Estep 
Score: -6087204.000000 Penalty: 5375.926270
	Iteration 10Q: 3 clusters Score -6087204 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27826 members 
Mstep: Class 2 contains 23122 members 
Entering Unmasked Estep 
Score: -6088050.000000 Penalty: 5375.926270
	Iteration 11Q: 3 clusters Score -6088050 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27968 members 
Mstep: Class 2 contains 22980 members 
Entering Unmasked Estep 
Score: -6088838.000000 Penalty: 5375.926270
	Iteration 12Q: 3 clusters Score -6088838 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28127 members 
Mstep: Class 2 contains 22821 members 
Entering Unmasked Estep 
Score: -6089547.500000 Penalty: 5375.926270
	Iteration 13Q: 3 clusters Score -6089548 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28278 members 
Mstep: Class 2 contains 22670 members 
Entering Unmasked Estep 
Score: -6090263.000000 Penalty: 5375.926270
	Iteration 14Q: 3 clusters Score -6090263 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28384 members 
Mstep: Class 2 contains 22564 members 
Entering Unmasked Estep 
Score: -6090887.500000 Penalty: 5375.926270
	Iteration 15Q: 3 clusters Score -6090888 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28415 members 
Mstep: Class 2 contains 22533 members 
Entering Unmasked Estep 
Score: -6091414.000000 Penalty: 5375.926270
	Iteration 16Q: 3 clusters Score -6091414 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28397 members 
Mstep: Class 2 contains 22551 members 
Entering Unmasked Estep 
Score: -6091854.000000 Penalty: 5375.926270
	Iteration 17Q: 3 clusters Score -6091854 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28306 members 
Mstep: Class 2 contains 22642 members 
Entering Unmasked Estep 
Score: -6092147.500000 Penalty: 5375.926270
	Iteration 18Q: 3 clusters Score -6092148 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28154 members 
Mstep: Class 2 contains 22794 members 
Entering Unmasked Estep 
Score: -6092359.000000 Penalty: 5375.926270
	Iteration 19Q: 3 clusters Score -6092359 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28015 members 
Mstep: Class 2 contains 22933 members 
Entering Unmasked Estep 
Score: -6092480.000000 Penalty: 5375.926270
	Iteration 20F: 3 clusters Score -6092480 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27888 members 
Mstep: Class 2 contains 23060 members 
Entering Unmasked Estep 
Score: -6092516.000000 Penalty: 5375.926270
	Iteration 21Q: 3 clusters Score -6092516 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27738 members 
Mstep: Class 2 contains 23210 members 
Entering Unmasked Estep 
Score: -6092553.000000 Penalty: 5375.926270
	Iteration 22Q: 3 clusters Score -6092553 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27575 members 
Mstep: Class 2 contains 23373 members 
Entering Unmasked Estep 
Score: -6092599.000000 Penalty: 5375.926270
	Iteration 23Q: 3 clusters Score -6092599 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27400 members 
Mstep: Class 2 contains 23548 members 
Entering Unmasked Estep 
Score: -6092634.000000 Penalty: 5375.926270
	Iteration 24Q: 3 clusters Score -6092634 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27225 members 
Mstep: Class 2 contains 23723 members 
Entering Unmasked Estep 
Score: -6092681.500000 Penalty: 5375.926270
	Iteration 25Q: 3 clusters Score -6092682 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27029 members 
Mstep: Class 2 contains 23919 members 
Entering Unmasked Estep 
Score: -6092696.000000 Penalty: 5375.926270
	Iteration 26Q: 3 clusters Score -6092696 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26827 members 
Mstep: Class 2 contains 24121 members 
Entering Unmasked Estep 
Score: -6092754.000000 Penalty: 5375.926270
	Iteration 27Q: 3 clusters Score -6092754 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26578 members 
Mstep: Class 2 contains 24370 members 
Entering Unmasked Estep 
Score: -6092772.000000 Penalty: 5375.926270
	Iteration 28Q: 3 clusters Score -6092772 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26340 members 
Mstep: Class 2 contains 24608 members 
Entering Unmasked Estep 
Score: -6092821.500000 Penalty: 5375.926270
	Iteration 29Q: 3 clusters Score -6092822 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26129 members 
Mstep: Class 2 contains 24819 members 
Entering Unmasked Estep 
Score: -6092845.500000 Penalty: 5375.926270
	Iteration 30Q: 3 clusters Score -6092846 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25918 members 
Mstep: Class 2 contains 25030 members 
Entering Unmasked Estep 
Score: -6092889.000000 Penalty: 5375.926270
	Iteration 31Q: 3 clusters Score -6092889 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25681 members 
Mstep: Class 2 contains 25267 members 
Entering Unmasked Estep 
Score: -6092932.500000 Penalty: 5375.926270
	Iteration 32Q: 3 clusters Score -6092932 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25462 members 
Mstep: Class 2 contains 25486 members 
Entering Unmasked Estep 
Score: -6092960.000000 Penalty: 5375.926270
	Iteration 33Q: 3 clusters Score -6092960 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25262 members 
Mstep: Class 2 contains 25686 members 
Entering Unmasked Estep 
Score: -6092991.000000 Penalty: 5375.926270
	Iteration 34Q: 3 clusters Score -6092991 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25057 members 
Mstep: Class 2 contains 25891 members 
Entering Unmasked Estep 
Score: -6093023.000000 Penalty: 5375.926270
	Iteration 35Q: 3 clusters Score -6093023 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24869 members 
Mstep: Class 2 contains 26079 members 
Entering Unmasked Estep 
Score: -6093035.500000 Penalty: 5375.926270
	Iteration 36Q: 3 clusters Score -6093036 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24676 members 
Mstep: Class 2 contains 26272 members 
Entering Unmasked Estep 
Score: -6093082.000000 Penalty: 5375.926270
	Iteration 37Q: 3 clusters Score -6093082 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24474 members 
Mstep: Class 2 contains 26474 members 
Entering Unmasked Estep 
Score: -6093135.000000 Penalty: 5375.926270
	Iteration 38Q: 3 clusters Score -6093135 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24259 members 
Mstep: Class 2 contains 26689 members 
Entering Unmasked Estep 
Score: -6093173.500000 Penalty: 5375.926270
	Iteration 39Q: 3 clusters Score -6093174 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24024 members 
Mstep: Class 2 contains 26924 members 
Entering Unmasked Estep 
Score: -6093179.000000 Penalty: 5375.926270
	Iteration 40F: 3 clusters Score -6093179 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23791 members 
Mstep: Class 2 contains 27157 members 
Entering Unmasked Estep 
Score: -6093242.000000 Penalty: 5375.926270
	Iteration 41Q: 3 clusters Score -6093242 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23571 members 
Mstep: Class 2 contains 27377 members 
Entering Unmasked Estep 
Score: -6093264.000000 Penalty: 5375.926270
	Iteration 42Q: 3 clusters Score -6093264 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23325 members 
Mstep: Class 2 contains 27623 members 
Entering Unmasked Estep 
Score: -6093327.000000 Penalty: 5375.926270
	Iteration 43Q: 3 clusters Score -6093327 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23061 members 
Mstep: Class 2 contains 27887 members 
Entering Unmasked Estep 
Score: -6093360.000000 Penalty: 5375.926270
	Iteration 44Q: 3 clusters Score -6093360 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22808 members 
Mstep: Class 2 contains 28140 members 
Entering Unmasked Estep 
Score: -6093371.000000 Penalty: 5375.926270
	Iteration 45Q: 3 clusters Score -6093371 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22559 members 
Mstep: Class 2 contains 28389 members 
Entering Unmasked Estep 
Score: -6093408.500000 Penalty: 5375.926270
	Iteration 46Q: 3 clusters Score -6093408 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22298 members 
Mstep: Class 2 contains 28650 members 
Entering Unmasked Estep 
Score: -6093457.000000 Penalty: 5375.926270
	Iteration 47Q: 3 clusters Score -6093457 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22021 members 
Mstep: Class 2 contains 28927 members 
Entering Unmasked Estep 
Score: -6093500.500000 Penalty: 5375.926270
	Iteration 48Q: 3 clusters Score -6093500 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21717 members 
Mstep: Class 2 contains 29231 members 
Entering Unmasked Estep 
Score: -6093556.000000 Penalty: 5375.926270
	Iteration 49Q: 3 clusters Score -6093556 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21383 members 
Mstep: Class 2 contains 29565 members 
Entering Unmasked Estep 
Score: -6093600.000000 Penalty: 5375.926270
	Iteration 50Q: 3 clusters Score -6093600 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21012 members 
Mstep: Class 2 contains 29936 members 
Entering Unmasked Estep 
Score: -6093635.000000 Penalty: 5375.926270
	Iteration 51Q: 3 clusters Score -6093635 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20649 members 
Mstep: Class 2 contains 30299 members 
Entering Unmasked Estep 
Score: -6093727.500000 Penalty: 5375.926270
	Iteration 52Q: 3 clusters Score -6093728 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20223 members 
Mstep: Class 2 contains 30725 members 
Entering Unmasked Estep 
Score: -6093846.000000 Penalty: 5375.926270
	Iteration 53Q: 3 clusters Score -6093846 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19781 members 
Mstep: Class 2 contains 31167 members 
Entering Unmasked Estep 
Score: -6093949.000000 Penalty: 5375.926270
	Iteration 54Q: 3 clusters Score -6093949 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19343 members 
Mstep: Class 2 contains 31605 members 
Entering Unmasked Estep 
Score: -6094081.500000 Penalty: 5375.926270
	Iteration 55Q: 3 clusters Score -6094082 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18869 members 
Mstep: Class 2 contains 32079 members 
Entering Unmasked Estep 
Score: -6094204.500000 Penalty: 5375.926270
	Iteration 56Q: 3 clusters Score -6094204 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18399 members 
Mstep: Class 2 contains 32549 members 
Entering Unmasked Estep 
Score: -6094321.500000 Penalty: 5375.926270
	Iteration 57Q: 3 clusters Score -6094322 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17949 members 
Mstep: Class 2 contains 32999 members 
Entering Unmasked Estep 
Score: -6094438.500000 Penalty: 5375.926270
	Iteration 58Q: 3 clusters Score -6094438 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17474 members 
Mstep: Class 2 contains 33474 members 
Entering Unmasked Estep 
Score: -6094549.000000 Penalty: 5375.926270
	Iteration 59Q: 3 clusters Score -6094549 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17000 members 
Mstep: Class 2 contains 33948 members 
Entering Unmasked Estep 
Score: -6094684.000000 Penalty: 5375.926270
	Iteration 60F: 3 clusters Score -6094684 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16541 members 
Mstep: Class 2 contains 34407 members 
Entering Unmasked Estep 
Score: -6094819.500000 Penalty: 5375.926270
	Iteration 61Q: 3 clusters Score -6094820 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16058 members 
Mstep: Class 2 contains 34890 members 
Entering Unmasked Estep 
Score: -6094962.500000 Penalty: 5375.926270
	Iteration 62Q: 3 clusters Score -6094962 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15638 members 
Mstep: Class 2 contains 35310 members 
Entering Unmasked Estep 
Score: -6095025.500000 Penalty: 5375.926270
	Iteration 63Q: 3 clusters Score -6095026 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15223 members 
Mstep: Class 2 contains 35725 members 
Entering Unmasked Estep 
Score: -6095157.000000 Penalty: 5375.926270
	Iteration 64Q: 3 clusters Score -6095157 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14787 members 
Mstep: Class 2 contains 36161 members 
Entering Unmasked Estep 
Score: -6095277.500000 Penalty: 5375.926270
	Iteration 65Q: 3 clusters Score -6095278 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14343 members 
Mstep: Class 2 contains 36605 members 
Entering Unmasked Estep 
Score: -6095387.000000 Penalty: 5375.926270
	Iteration 66Q: 3 clusters Score -6095387 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13917 members 
Mstep: Class 2 contains 37031 members 
Entering Unmasked Estep 
Score: -6095501.000000 Penalty: 5375.926270
	Iteration 67Q: 3 clusters Score -6095501 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13477 members 
Mstep: Class 2 contains 37471 members 
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Mstep: Class 2 contains 37935 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12547 members 
Mstep: Class 2 contains 38401 members 
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Mstep: Class 1 contains 12086 members 
Mstep: Class 2 contains 38862 members 
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Mstep: Class 1 contains 11604 members 
Mstep: Class 2 contains 39344 members 
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Mstep: Class 2 contains 39817 members 
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Mstep: Class 1 contains 10672 members 
Mstep: Class 2 contains 40276 members 
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Mstep: Class 2 contains 40721 members 
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Mstep: Class 2 contains 41143 members 
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Mstep: Class 2 contains 41939 members 
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Mstep: Class 1 contains 8650 members 
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Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 42597 members 
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Mstep: Class 1 contains 8046 members 
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Mstep: Class 2 contains 43159 members 
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Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 43411 members 
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Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 43642 members 
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Mstep: Class 1 contains 7100 members 
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Mstep: Class 1 contains 6904 members 
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Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 44242 members 
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Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 44441 members 
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Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 44629 members 
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Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 44802 members 
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Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 44963 members 
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Mstep: Class 1 contains 5681 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 5538 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 45810 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 45942 members 
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Mstep: Class 1 contains 4890 members 
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Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 46166 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -6097712 nChanged 115
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Mstep: Class 1 contains 4669 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 4476 members 
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Mstep: Class 1 contains 4399 members 
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	Iteration 105Q: 3 clusters Score -6097808 nChanged 68
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Mstep: Class 1 contains 4270 members 
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	Iteration 106Q: 3 clusters Score -6097844 nChanged 58
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Mstep: Class 1 contains 4216 members 
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Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 46783 members 
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	Iteration 108Q: 3 clusters Score -6097867 nChanged 44
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Mstep: Class 1 contains 4125 members 
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	Iteration 109Q: 3 clusters Score -6097872 nChanged 39
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Mstep: Class 1 contains 4090 members 
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	Iteration 110Q: 3 clusters Score -6097886 nChanged 29
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Mstep: Class 1 contains 4063 members 
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	Iteration 111Q: 3 clusters Score -6097894 nChanged 21
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Mstep: Class 1 contains 4046 members 
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	Iteration 112Q: 3 clusters Score -6097886 nChanged 23
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Mstep: Class 1 contains 4023 members 
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Mstep: Class 1 contains 3996 members 
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	Iteration 115Q: 3 clusters Score -6097884 nChanged 17
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	Iteration 116Q: 3 clusters Score -6097893 nChanged 19
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	Iteration 117Q: 3 clusters Score -6097885 nChanged 21
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	Iteration 118Q: 3 clusters Score -6097886 nChanged 24
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	Iteration 119Q: 3 clusters Score -6097888 nChanged 23
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Mstep: Class 1 contains 3871 members 
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	Iteration 120F: 3 clusters Score -6097884 nChanged 19
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	Iteration 121Q: 3 clusters Score -6097894 nChanged 26
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	Iteration 122Q: 3 clusters Score -6097895 nChanged 22
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	Iteration 123Q: 3 clusters Score -6097900 nChanged 22
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	Iteration 124Q: 3 clusters Score -6097895 nChanged 21
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	Iteration 125Q: 3 clusters Score -6097903 nChanged 19
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	Iteration 126Q: 3 clusters Score -6097897 nChanged 20
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	Iteration 127Q: 3 clusters Score -6097898 nChanged 15
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	Iteration 128Q: 3 clusters Score -6097902 nChanged 19
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	Iteration 130Q: 3 clusters Score -6097905 nChanged 34
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	Iteration 131Q: 3 clusters Score -6097914 nChanged 33
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	Iteration 132Q: 3 clusters Score -6097918 nChanged 32
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	Iteration 133Q: 3 clusters Score -6097933 nChanged 37
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	Iteration 134Q: 3 clusters Score -6097932 nChanged 37
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	Iteration 135Q: 3 clusters Score -6097946 nChanged 40
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	Iteration 136Q: 3 clusters Score -6097953 nChanged 43
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	Iteration 137Q: 3 clusters Score -6097956 nChanged 34
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	Iteration 138Q: 3 clusters Score -6097967 nChanged 23
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	Iteration 139Q: 3 clusters Score -6097974 nChanged 30
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	Iteration 140F: 3 clusters Score -6097986 nChanged 30
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	Iteration 141Q: 3 clusters Score -6097988 nChanged 28
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	Iteration 142Q: 3 clusters Score -6097988 nChanged 24
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	Iteration 143Q: 3 clusters Score -6097978 nChanged 21
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	Iteration 144Q: 3 clusters Score -6097976 nChanged 20
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	Iteration 145Q: 3 clusters Score -6097992 nChanged 22
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	Iteration 146Q: 3 clusters Score -6097994 nChanged 15
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	Iteration 147Q: 3 clusters Score -6097993 nChanged 18
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	Iteration 148Q: 3 clusters Score -6098000 nChanged 9
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	Iteration 149Q: 3 clusters Score -6097998 nChanged 8
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	Iteration 150Q: 3 clusters Score -6098000 nChanged 7
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	Iteration 151Q: 3 clusters Score -6098006 nChanged 10
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	Iteration 152Q: 3 clusters Score -6098021 nChanged 14
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	Iteration 153Q: 3 clusters Score -6098022 nChanged 9
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	Iteration 154Q: 3 clusters Score -6098016 nChanged 6
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	Iteration 155Q: 3 clusters Score -6098016 nChanged 6
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	Iteration 156Q: 3 clusters Score -6098022 nChanged 6
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	Iteration 157Q: 3 clusters Score -6098031 nChanged 7
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	Iteration 158Q: 3 clusters Score -6098028 nChanged 8
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	Iteration 159Q: 3 clusters Score -6098026 nChanged 7
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	Iteration 160F: 3 clusters Score -6098035 nChanged 4
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Mstep: Class 2 contains 47850 members 
Entering Unmasked Estep 
Score: -6098028.500000 Penalty: 5375.926270
	Iteration 161Q: 3 clusters Score -6098028 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 47856 members 
Entering Unmasked Estep 
Score: -6098035.000000 Penalty: 5375.926270
	Iteration 162Q: 3 clusters Score -6098035 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 47861 members 
Entering Unmasked Estep 
Score: -6098036.500000 Penalty: 5375.926270
	Iteration 163Q: 3 clusters Score -6098036 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 47864 members 
Entering Unmasked Estep 
Score: -6098040.500000 Penalty: 5375.926270
	Iteration 164Q: 3 clusters Score -6098040 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 47866 members 
Entering Unmasked Estep 
Score: -6098042.500000 Penalty: 5375.926270
	Iteration 165Q: 3 clusters Score -6098042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 47866 members 
Entering Unmasked Estep 
Score: -6098049.000000 Penalty: 5375.926270
	Iteration 166Q: 3 clusters Score -6098049 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 47865 members 
Entering Unmasked Estep 
Score: -6098046.500000 Penalty: 5375.926270
	Iteration 167Q: 3 clusters Score -6098046 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 47865 members 
Entering Unmasked Estep 
Score: -6098046.500000 Penalty: 5375.926270
	Iteration 168F: 3 clusters Score -6098046 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Entering Unmasked Estep 
Score: -548242.375000 Penalty: 2085.251221
	Iteration 0F: 2 clusters Score -548242.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -544063.437500 Penalty: 4170.502441
	Iteration 0F: 3 clusters Score -544063.4 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -545022.062500 Penalty: 4170.502441
	Iteration 1F: 3 clusters Score -545022.1 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -545372.062500 Penalty: 4170.502441
	Iteration 2F: 3 clusters Score -545372.1 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -545672.500000 Penalty: 4170.502441
	Iteration 3F: 3 clusters Score -545672.5 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -545981.812500 Penalty: 4170.502441
	Iteration 4F: 3 clusters Score -545981.8 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -546306.562500 Penalty: 4170.502441
	Iteration 5F: 3 clusters Score -546306.6 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -546643.687500 Penalty: 4170.502441
	Iteration 6F: 3 clusters Score -546643.7 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -546922.000000 Penalty: 4170.502441
	Iteration 7F: 3 clusters Score -546922 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -547101.437500 Penalty: 4170.502441
	Iteration 8Q: 3 clusters Score -547101.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -547205.062500 Penalty: 4170.502441
	Iteration 9Q: 3 clusters Score -547205.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -547270.062500 Penalty: 4170.502441
	Iteration 10Q: 3 clusters Score -547270.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -547320.312500 Penalty: 4170.502441
	Iteration 11Q: 3 clusters Score -547320.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -547366.500000 Penalty: 4170.502441
	Iteration 12Q: 3 clusters Score -547366.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -547407.562500 Penalty: 4170.502441
	Iteration 13Q: 3 clusters Score -547407.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -547441.375000 Penalty: 4170.502441
	Iteration 14Q: 3 clusters Score -547441.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -547467.687500 Penalty: 4170.502441
	Iteration 15Q: 3 clusters Score -547467.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -547501.625000 Penalty: 4170.502441
	Iteration 16Q: 3 clusters Score -547501.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -547532.187500 Penalty: 4170.502441
	Iteration 17Q: 3 clusters Score -547532.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -547555.812500 Penalty: 4170.502441
	Iteration 18Q: 3 clusters Score -547555.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -547581.250000 Penalty: 4170.502441
	Iteration 19Q: 3 clusters Score -547581.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -547598.062500 Penalty: 4170.502441
	Iteration 20F: 3 clusters Score -547598.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -547611.187500 Penalty: 4170.502441
	Iteration 21Q: 3 clusters Score -547611.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -547624.437500 Penalty: 4170.502441
	Iteration 22Q: 3 clusters Score -547624.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -547635.437500 Penalty: 4170.502441
	Iteration 23Q: 3 clusters Score -547635.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -547642.937500 Penalty: 4170.502441
	Iteration 24Q: 3 clusters Score -547642.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -547649.437500 Penalty: 4170.502441
	Iteration 25Q: 3 clusters Score -547649.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -547655.375000 Penalty: 4170.502441
	Iteration 26Q: 3 clusters Score -547655.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -547659.187500 Penalty: 4170.502441
	Iteration 27Q: 3 clusters Score -547659.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -547662.687500 Penalty: 4170.502441
	Iteration 28Q: 3 clusters Score -547662.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -547662.187500 Penalty: 4170.502441
	Iteration 29Q: 3 clusters Score -547662.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -547662.187500 Penalty: 4170.502441
	Iteration 30F: 3 clusters Score -547662.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Entering Unmasked Estep 
Score: -340554.187500 Penalty: 1927.329224
	Iteration 0F: 2 clusters Score -340554.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -337873.781250 Penalty: 3854.658447
	Iteration 0F: 3 clusters Score -337873.8 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -339433.562500 Penalty: 3854.658447
	Iteration 1F: 3 clusters Score -339433.6 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -340511.625000 Penalty: 3854.658447
	Iteration 2F: 3 clusters Score -340511.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -340983.843750 Penalty: 3854.658447
	Iteration 3F: 3 clusters Score -340983.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -341159.437500 Penalty: 3854.658447
	Iteration 4Q: 3 clusters Score -341159.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -341337.312500 Penalty: 3854.658447
	Iteration 5Q: 3 clusters Score -341337.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -341482.062500 Penalty: 3854.658447
	Iteration 6Q: 3 clusters Score -341482.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -341559.062500 Penalty: 3854.658447
	Iteration 7Q: 3 clusters Score -341559.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -341601.968750 Penalty: 3854.658447
	Iteration 8Q: 3 clusters Score -341602 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -341645.687500 Penalty: 3854.658447
	Iteration 9Q: 3 clusters Score -341645.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -341680.187500 Penalty: 3854.658447
	Iteration 10Q: 3 clusters Score -341680.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -341706.062500 Penalty: 3854.658447
	Iteration 11Q: 3 clusters Score -341706.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -341742.281250 Penalty: 3854.658447
	Iteration 12Q: 3 clusters Score -341742.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -341762.625000 Penalty: 3854.658447
	Iteration 13Q: 3 clusters Score -341762.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -341769.312500 Penalty: 3854.658447
	Iteration 14Q: 3 clusters Score -341769.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -341769.593750 Penalty: 3854.658447
	Iteration 15Q: 3 clusters Score -341769.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -341770.500000 Penalty: 3854.658447
	Iteration 16F: 3 clusters Score -341770.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -341770.875000 Penalty: 3854.658447
	Iteration 17Q: 3 clusters Score -341770.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -341770.875000 Penalty: 3854.658447
	Iteration 18F: 3 clusters Score -341770.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 2524 members 
Mstep: Class 3 contains 4147 members 
Mstep: Class 4 contains 12067 members 
Mstep: Class 5 contains 3165 members 
Mstep: Class 6 contains 2545 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7722 members 
Mstep: Class 9 contains 173209 members 
Mstep: Class 10 contains 8527 members 
Mstep: Class 11 contains 3838 members 
Mstep: Class 12 contains 23331 members 
Mstep: Class 13 contains 4025 members 
Mstep: Class 14 contains 6781 members 
Mstep: Class 15 contains 180815 members 
Mstep: Class 16 contains 217447 members 
Mstep: Class 17 contains 11781 members 
Mstep: Class 18 contains 29348 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4180 members 
Mstep: Class 21 contains 22387 members 
Mstep: Class 22 contains 50948 members 
Mstep: Class 23 contains 4484 members 
Mstep: Class 24 contains 1271 members 
Mstep: Class 25 contains 39552 members 
Mstep: Class 26 contains 37621 members 
Mstep: Class 27 contains 6285 members 
Mstep: Class 28 contains 25985 members 
Mstep: Class 29 contains 7512 members 
Mstep: Class 30 contains 19615 members 
Mstep: Class 31 contains 5508 members 
Mstep: Class 32 contains 17740 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11722 members 
Mstep: Class 35 contains 61501 members 
Mstep: Class 36 contains 26410 members 
Mstep: Class 37 contains 7329 members 
Mstep: Class 38 contains 254 members 
Mstep: Class 39 contains 3643 members 
Mstep: Class 40 contains 2907 members 
Mstep: Class 41 contains 23757 members 
Mstep: Class 42 contains 11210 members 
Mstep: Class 43 contains 481 members 
Mstep: Class 44 contains 2848 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10291 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27563 members 
Mstep: Class 49 contains 7882 members 
Mstep: Class 50 contains 313 members 
Mstep: Class 51 contains 28858 members 
Mstep: Class 52 contains 248 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 366 members 
Mstep: Class 56 contains 1130 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 404 members 
Mstep: Class 59 contains 911 members 
Mstep: Class 60 contains 337 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 334 members 
Mstep: Class 63 contains 1106 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 666 members 
Mstep: Class 67 contains 1418 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 306 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 436 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1695 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2137 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 193 members 
Mstep: Class 79 contains 1101 members 
Entering Unmasked Estep 
Score: -147541984.000000 Penalty: 274052.718750
Splitting cluster 24 changes total score from -147542160.000000 to -147541984.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (39552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39552 members 
Entering Unmasked Estep 
Score: -4978902.500000 Penalty: 2625.172363
	Iteration 0F: 2 clusters Score -4978902 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19770 members 
Mstep: Class 2 contains 19782 members 
Entering Unmasked Estep 
Score: -4952251.500000 Penalty: 5250.344727
	Iteration 0F: 3 clusters Score -4952252 nChanged 18032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19452 members 
Mstep: Class 2 contains 20100 members 
Entering Unmasked Estep 
Score: -4962038.500000 Penalty: 5250.344727
	Iteration 1F: 3 clusters Score -4962038 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19174 members 
Mstep: Class 2 contains 20378 members 
Entering Unmasked Estep 
Score: -4962606.000000 Penalty: 5250.344727
	Iteration 2Q: 3 clusters Score -4962606 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18762 members 
Mstep: Class 2 contains 20790 members 
Entering Unmasked Estep 
Score: -4963172.500000 Penalty: 5250.344727
	Iteration 3Q: 3 clusters Score -4963172 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18193 members 
Mstep: Class 2 contains 21359 members 
Entering Unmasked Estep 
Score: -4963691.500000 Penalty: 5250.344727
	Iteration 4Q: 3 clusters Score -4963692 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17416 members 
Mstep: Class 2 contains 22136 members 
Entering Unmasked Estep 
Score: -4964282.000000 Penalty: 5250.344727
	Iteration 5Q: 3 clusters Score -4964282 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16459 members 
Mstep: Class 2 contains 23093 members 
Entering Unmasked Estep 
Score: -4964909.500000 Penalty: 5250.344727
	Iteration 6Q: 3 clusters Score -4964910 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15224 members 
Mstep: Class 2 contains 24328 members 
Entering Unmasked Estep 
Score: -4965770.500000 Penalty: 5250.344727
	Iteration 7Q: 3 clusters Score -4965770 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13678 members 
Mstep: Class 2 contains 25874 members 
Entering Unmasked Estep 
Score: -4966783.500000 Penalty: 5250.344727
	Iteration 8F: 3 clusters Score -4966784 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11860 members 
Mstep: Class 2 contains 27692 members 
Entering Unmasked Estep 
Score: -4968030.000000 Penalty: 5250.344727
	Iteration 9F: 3 clusters Score -4968030 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 29731 members 
Entering Unmasked Estep 
Score: -4969513.500000 Penalty: 5250.344727
	Iteration 10F: 3 clusters Score -4969514 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 31887 members 
Entering Unmasked Estep 
Score: -4971180.000000 Penalty: 5250.344727
	Iteration 11F: 3 clusters Score -4971180 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 33864 members 
Entering Unmasked Estep 
Score: -4972729.000000 Penalty: 5250.344727
	Iteration 12F: 3 clusters Score -4972729 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 35538 members 
Entering Unmasked Estep 
Score: -4974050.000000 Penalty: 5250.344727
	Iteration 13Q: 3 clusters Score -4974050 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 36800 members 
Entering Unmasked Estep 
Score: -4975067.500000 Penalty: 5250.344727
	Iteration 14Q: 3 clusters Score -4975068 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 37616 members 
Entering Unmasked Estep 
Score: -4975682.500000 Penalty: 5250.344727
	Iteration 15Q: 3 clusters Score -4975682 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 38113 members 
Entering Unmasked Estep 
Score: -4976037.000000 Penalty: 5250.344727
	Iteration 16Q: 3 clusters Score -4976037 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 38446 members 
Entering Unmasked Estep 
Score: -4976265.500000 Penalty: 5250.344727
	Iteration 17Q: 3 clusters Score -4976266 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 38654 members 
Entering Unmasked Estep 
Score: -4976403.000000 Penalty: 5250.344727
	Iteration 18Q: 3 clusters Score -4976403 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 38792 members 
Entering Unmasked Estep 
Score: -4976533.000000 Penalty: 5250.344727
	Iteration 19Q: 3 clusters Score -4976533 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 38879 members 
Entering Unmasked Estep 
Score: -4976616.000000 Penalty: 5250.344727
	Iteration 20F: 3 clusters Score -4976616 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 38936 members 
Entering Unmasked Estep 
Score: -4976658.500000 Penalty: 5250.344727
	Iteration 21Q: 3 clusters Score -4976658 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 38974 members 
Entering Unmasked Estep 
Score: -4976692.500000 Penalty: 5250.344727
	Iteration 22Q: 3 clusters Score -4976692 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 38999 members 
Entering Unmasked Estep 
Score: -4976712.000000 Penalty: 5250.344727
	Iteration 23Q: 3 clusters Score -4976712 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 39010 members 
Entering Unmasked Estep 
Score: -4976719.500000 Penalty: 5250.344727
	Iteration 24Q: 3 clusters Score -4976720 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 39025 members 
Entering Unmasked Estep 
Score: -4976723.500000 Penalty: 5250.344727
	Iteration 25Q: 3 clusters Score -4976724 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 39030 members 
Entering Unmasked Estep 
Score: -4976738.000000 Penalty: 5250.344727
	Iteration 26Q: 3 clusters Score -4976738 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 39037 members 
Entering Unmasked Estep 
Score: -4976743.500000 Penalty: 5250.344727
	Iteration 27Q: 3 clusters Score -4976744 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 39047 members 
Entering Unmasked Estep 
Score: -4976752.000000 Penalty: 5250.344727
	Iteration 28Q: 3 clusters Score -4976752 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 39051 members 
Entering Unmasked Estep 
Score: -4976762.000000 Penalty: 5250.344727
	Iteration 29Q: 3 clusters Score -4976762 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 39055 members 
Entering Unmasked Estep 
Score: -4976760.500000 Penalty: 5250.344727
	Iteration 30Q: 3 clusters Score -4976760 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 39058 members 
Entering Unmasked Estep 
Score: -4976760.500000 Penalty: 5250.344727
	Iteration 31Q: 3 clusters Score -4976760 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 39063 members 
Entering Unmasked Estep 
Score: -4976770.500000 Penalty: 5250.344727
	Iteration 32Q: 3 clusters Score -4976770 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 39065 members 
Entering Unmasked Estep 
Score: -4976769.000000 Penalty: 5250.344727
	Iteration 33Q: 3 clusters Score -4976769 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 39065 members 
Entering Unmasked Estep 
Score: -4976775.000000 Penalty: 5250.344727
	Iteration 34Q: 3 clusters Score -4976775 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 39070 members 
Entering Unmasked Estep 
Score: -4976780.000000 Penalty: 5250.344727
	Iteration 35Q: 3 clusters Score -4976780 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 39073 members 
Entering Unmasked Estep 
Score: -4976779.500000 Penalty: 5250.344727
	Iteration 36Q: 3 clusters Score -4976780 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 39073 members 
Entering Unmasked Estep 
Score: -4976779.500000 Penalty: 5250.344727
	Iteration 37Q: 3 clusters Score -4976780 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 39072 members 
Entering Unmasked Estep 
Score: -4976782.500000 Penalty: 5250.344727
	Iteration 38Q: 3 clusters Score -4976782 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 39072 members 
Entering Unmasked Estep 
Score: -4976782.500000 Penalty: 5250.344727
	Iteration 39F: 3 clusters Score -4976782 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (37621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37621 members 
Entering Unmasked Estep 
Score: -4793221.000000 Penalty: 2612.758789
	Iteration 0F: 2 clusters Score -4793221 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18851 members 
Mstep: Class 2 contains 18770 members 
Entering Unmasked Estep 
Score: -4767656.000000 Penalty: 5225.517578
	Iteration 0F: 3 clusters Score -4767656 nChanged 17141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19068 members 
Mstep: Class 2 contains 18553 members 
Entering Unmasked Estep 
Score: -4777054.000000 Penalty: 5225.517578
	Iteration 1F: 3 clusters Score -4777054 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19295 members 
Mstep: Class 2 contains 18326 members 
Entering Unmasked Estep 
Score: -4777542.500000 Penalty: 5225.517578
	Iteration 2Q: 3 clusters Score -4777542 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19576 members 
Mstep: Class 2 contains 18045 members 
Entering Unmasked Estep 
Score: -4777893.000000 Penalty: 5225.517578
	Iteration 3Q: 3 clusters Score -4777893 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19881 members 
Mstep: Class 2 contains 17740 members 
Entering Unmasked Estep 
Score: -4778252.500000 Penalty: 5225.517578
	Iteration 4Q: 3 clusters Score -4778252 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20258 members 
Mstep: Class 2 contains 17363 members 
Entering Unmasked Estep 
Score: -4778636.000000 Penalty: 5225.517578
	Iteration 5Q: 3 clusters Score -4778636 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20765 members 
Mstep: Class 2 contains 16856 members 
Entering Unmasked Estep 
Score: -4779038.500000 Penalty: 5225.517578
	Iteration 6Q: 3 clusters Score -4779038 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21430 members 
Mstep: Class 2 contains 16191 members 
Entering Unmasked Estep 
Score: -4779528.000000 Penalty: 5225.517578
	Iteration 7Q: 3 clusters Score -4779528 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22243 members 
Mstep: Class 2 contains 15378 members 
Entering Unmasked Estep 
Score: -4780212.000000 Penalty: 5225.517578
	Iteration 8Q: 3 clusters Score -4780212 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23314 members 
Mstep: Class 2 contains 14307 members 
Entering Unmasked Estep 
Score: -4781063.000000 Penalty: 5225.517578
	Iteration 9Q: 3 clusters Score -4781063 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24708 members 
Mstep: Class 2 contains 12913 members 
Entering Unmasked Estep 
Score: -4782209.000000 Penalty: 5225.517578
	Iteration 10Q: 3 clusters Score -4782209 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26270 members 
Mstep: Class 2 contains 11351 members 
Entering Unmasked Estep 
Score: -4783663.000000 Penalty: 5225.517578
	Iteration 11F: 3 clusters Score -4783663 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27839 members 
Mstep: Class 2 contains 9782 members 
Entering Unmasked Estep 
Score: -4785172.500000 Penalty: 5225.517578
	Iteration 12F: 3 clusters Score -4785172 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29285 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -4786554.500000 Penalty: 5225.517578
	Iteration 13Q: 3 clusters Score -4786554 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30494 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -4787657.500000 Penalty: 5225.517578
	Iteration 14Q: 3 clusters Score -4787658 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31484 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -4788585.500000 Penalty: 5225.517578
	Iteration 15Q: 3 clusters Score -4788586 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32276 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -4789251.500000 Penalty: 5225.517578
	Iteration 16Q: 3 clusters Score -4789252 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32934 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -4789836.500000 Penalty: 5225.517578
	Iteration 17Q: 3 clusters Score -4789836 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33453 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -4790277.500000 Penalty: 5225.517578
	Iteration 18Q: 3 clusters Score -4790278 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33851 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -4790577.500000 Penalty: 5225.517578
	Iteration 19Q: 3 clusters Score -4790578 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34170 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -4790816.000000 Penalty: 5225.517578
	Iteration 20F: 3 clusters Score -4790816 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34430 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -4790981.500000 Penalty: 5225.517578
	Iteration 21Q: 3 clusters Score -4790982 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34630 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -4791105.500000 Penalty: 5225.517578
	Iteration 22Q: 3 clusters Score -4791106 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34797 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -4791176.000000 Penalty: 5225.517578
	Iteration 23Q: 3 clusters Score -4791176 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34939 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -4791264.500000 Penalty: 5225.517578
	Iteration 24Q: 3 clusters Score -4791264 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35060 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -4791311.000000 Penalty: 5225.517578
	Iteration 25Q: 3 clusters Score -4791311 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35172 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -4791352.000000 Penalty: 5225.517578
	Iteration 26Q: 3 clusters Score -4791352 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35250 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -4791388.500000 Penalty: 5225.517578
	Iteration 27Q: 3 clusters Score -4791388 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35321 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -4791418.500000 Penalty: 5225.517578
	Iteration 28Q: 3 clusters Score -4791418 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35389 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -4791443.500000 Penalty: 5225.517578
	Iteration 29Q: 3 clusters Score -4791444 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35452 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -4791478.000000 Penalty: 5225.517578
	Iteration 30Q: 3 clusters Score -4791478 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35502 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -4791489.000000 Penalty: 5225.517578
	Iteration 31Q: 3 clusters Score -4791489 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35546 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -4791501.500000 Penalty: 5225.517578
	Iteration 32Q: 3 clusters Score -4791502 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35585 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -4791518.000000 Penalty: 5225.517578
	Iteration 33Q: 3 clusters Score -4791518 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35621 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -4791522.500000 Penalty: 5225.517578
	Iteration 34Q: 3 clusters Score -4791522 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35650 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -4791540.500000 Penalty: 5225.517578
	Iteration 35Q: 3 clusters Score -4791540 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35685 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -4791548.500000 Penalty: 5225.517578
	Iteration 36Q: 3 clusters Score -4791548 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35720 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -4791566.500000 Penalty: 5225.517578
	Iteration 37Q: 3 clusters Score -4791566 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35753 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -4791584.000000 Penalty: 5225.517578
	Iteration 38Q: 3 clusters Score -4791584 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35780 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -4791591.500000 Penalty: 5225.517578
	Iteration 39Q: 3 clusters Score -4791592 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35813 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -4791612.000000 Penalty: 5225.517578
	Iteration 40F: 3 clusters Score -4791612 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35844 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -4791614.000000 Penalty: 5225.517578
	Iteration 41Q: 3 clusters Score -4791614 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35867 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -4791620.000000 Penalty: 5225.517578
	Iteration 42Q: 3 clusters Score -4791620 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35888 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -4791639.000000 Penalty: 5225.517578
	Iteration 43Q: 3 clusters Score -4791639 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35897 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -4791643.500000 Penalty: 5225.517578
	Iteration 44Q: 3 clusters Score -4791644 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35908 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -4791648.500000 Penalty: 5225.517578
	Iteration 45Q: 3 clusters Score -4791648 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35914 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -4791656.500000 Penalty: 5225.517578
	Iteration 46Q: 3 clusters Score -4791656 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35920 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -4791657.500000 Penalty: 5225.517578
	Iteration 47Q: 3 clusters Score -4791658 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35928 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -4791651.500000 Penalty: 5225.517578
	Iteration 48Q: 3 clusters Score -4791652 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35935 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -4791654.500000 Penalty: 5225.517578
	Iteration 49Q: 3 clusters Score -4791654 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35940 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -4791656.500000 Penalty: 5225.517578
	Iteration 50Q: 3 clusters Score -4791656 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35943 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -4791659.000000 Penalty: 5225.517578
	Iteration 51Q: 3 clusters Score -4791659 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35943 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -4791659.000000 Penalty: 5225.517578
	Iteration 52F: 3 clusters Score -4791659 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (6285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Entering Unmasked Estep 
Score: -720472.750000 Penalty: 2168.988525
	Iteration 0F: 2 clusters Score -720472.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -715099.250000 Penalty: 4337.977051
	Iteration 0F: 3 clusters Score -715099.2 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -716529.375000 Penalty: 4337.977051
	Iteration 1F: 3 clusters Score -716529.4 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -716840.937500 Penalty: 4337.977051
	Iteration 2F: 3 clusters Score -716840.9 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -717096.062500 Penalty: 4337.977051
	Iteration 3F: 3 clusters Score -717096.1 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -717329.000000 Penalty: 4337.977051
	Iteration 4F: 3 clusters Score -717329 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -717532.375000 Penalty: 4337.977051
	Iteration 5Q: 3 clusters Score -717532.4 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -717711.187500 Penalty: 4337.977051
	Iteration 6Q: 3 clusters Score -717711.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -717846.625000 Penalty: 4337.977051
	Iteration 7Q: 3 clusters Score -717846.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -717960.437500 Penalty: 4337.977051
	Iteration 8Q: 3 clusters Score -717960.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -718076.687500 Penalty: 4337.977051
	Iteration 9Q: 3 clusters Score -718076.7 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -718189.375000 Penalty: 4337.977051
	Iteration 10Q: 3 clusters Score -718189.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -718306.062500 Penalty: 4337.977051
	Iteration 11Q: 3 clusters Score -718306.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -718410.125000 Penalty: 4337.977051
	Iteration 12Q: 3 clusters Score -718410.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -718514.312500 Penalty: 4337.977051
	Iteration 13Q: 3 clusters Score -718514.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -718626.125000 Penalty: 4337.977051
	Iteration 14Q: 3 clusters Score -718626.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -718727.750000 Penalty: 4337.977051
	Iteration 15Q: 3 clusters Score -718727.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -718830.625000 Penalty: 4337.977051
	Iteration 16Q: 3 clusters Score -718830.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -718921.125000 Penalty: 4337.977051
	Iteration 17Q: 3 clusters Score -718921.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -718996.312500 Penalty: 4337.977051
	Iteration 18Q: 3 clusters Score -718996.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -719057.250000 Penalty: 4337.977051
	Iteration 19Q: 3 clusters Score -719057.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -719108.000000 Penalty: 4337.977051
	Iteration 20F: 3 clusters Score -719108 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -719146.687500 Penalty: 4337.977051
	Iteration 21Q: 3 clusters Score -719146.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -719177.062500 Penalty: 4337.977051
	Iteration 22Q: 3 clusters Score -719177.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -719205.125000 Penalty: 4337.977051
	Iteration 23Q: 3 clusters Score -719205.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -719233.250000 Penalty: 4337.977051
	Iteration 24Q: 3 clusters Score -719233.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -719255.000000 Penalty: 4337.977051
	Iteration 25Q: 3 clusters Score -719255 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -719265.875000 Penalty: 4337.977051
	Iteration 26Q: 3 clusters Score -719265.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -719282.000000 Penalty: 4337.977051
	Iteration 27Q: 3 clusters Score -719282 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -719292.437500 Penalty: 4337.977051
	Iteration 28Q: 3 clusters Score -719292.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -719297.625000 Penalty: 4337.977051
	Iteration 29Q: 3 clusters Score -719297.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -719302.937500 Penalty: 4337.977051
	Iteration 30Q: 3 clusters Score -719302.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -719306.187500 Penalty: 4337.977051
	Iteration 31Q: 3 clusters Score -719306.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -719311.875000 Penalty: 4337.977051
	Iteration 32Q: 3 clusters Score -719311.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -719316.375000 Penalty: 4337.977051
	Iteration 33Q: 3 clusters Score -719316.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -719318.312500 Penalty: 4337.977051
	Iteration 34Q: 3 clusters Score -719318.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -719319.375000 Penalty: 4337.977051
	Iteration 35Q: 3 clusters Score -719319.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -719322.250000 Penalty: 4337.977051
	Iteration 36Q: 3 clusters Score -719322.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -719325.000000 Penalty: 4337.977051
	Iteration 37Q: 3 clusters Score -719325 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -719328.437500 Penalty: 4337.977051
	Iteration 38Q: 3 clusters Score -719328.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -719331.937500 Penalty: 4337.977051
	Iteration 39Q: 3 clusters Score -719331.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -719332.625000 Penalty: 4337.977051
	Iteration 40F: 3 clusters Score -719332.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -719334.312500 Penalty: 4337.977051
	Iteration 41Q: 3 clusters Score -719334.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -719339.437500 Penalty: 4337.977051
	Iteration 42Q: 3 clusters Score -719339.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -719344.125000 Penalty: 4337.977051
	Iteration 43Q: 3 clusters Score -719344.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -719349.812500 Penalty: 4337.977051
	Iteration 44Q: 3 clusters Score -719349.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -719358.250000 Penalty: 4337.977051
	Iteration 45Q: 3 clusters Score -719358.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -719371.000000 Penalty: 4337.977051
	Iteration 46Q: 3 clusters Score -719371 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -719383.312500 Penalty: 4337.977051
	Iteration 47Q: 3 clusters Score -719383.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -719398.562500 Penalty: 4337.977051
	Iteration 48Q: 3 clusters Score -719398.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -719414.625000 Penalty: 4337.977051
	Iteration 49Q: 3 clusters Score -719414.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -719425.875000 Penalty: 4337.977051
	Iteration 50Q: 3 clusters Score -719425.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -719434.750000 Penalty: 4337.977051
	Iteration 51Q: 3 clusters Score -719434.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -719441.687500 Penalty: 4337.977051
	Iteration 52Q: 3 clusters Score -719441.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -719448.375000 Penalty: 4337.977051
	Iteration 53Q: 3 clusters Score -719448.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -719453.250000 Penalty: 4337.977051
	Iteration 54Q: 3 clusters Score -719453.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -719454.625000 Penalty: 4337.977051
	Iteration 55Q: 3 clusters Score -719454.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -719458.000000 Penalty: 4337.977051
	Iteration 56Q: 3 clusters Score -719458 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -719459.312500 Penalty: 4337.977051
	Iteration 57Q: 3 clusters Score -719459.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -719460.187500 Penalty: 4337.977051
	Iteration 58Q: 3 clusters Score -719460.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -719460.812500 Penalty: 4337.977051
	Iteration 59Q: 3 clusters Score -719460.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -719462.250000 Penalty: 4337.977051
	Iteration 60F: 3 clusters Score -719462.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -719464.812500 Penalty: 4337.977051
	Iteration 61Q: 3 clusters Score -719464.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -719466.250000 Penalty: 4337.977051
	Iteration 62Q: 3 clusters Score -719466.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -719468.937500 Penalty: 4337.977051
	Iteration 63Q: 3 clusters Score -719468.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -719469.562500 Penalty: 4337.977051
	Iteration 64Q: 3 clusters Score -719469.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -719469.437500 Penalty: 4337.977051
	Iteration 65Q: 3 clusters Score -719469.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -719469.625000 Penalty: 4337.977051
	Iteration 66Q: 3 clusters Score -719469.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -719471.187500 Penalty: 4337.977051
	Iteration 67Q: 3 clusters Score -719471.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -719471.937500 Penalty: 4337.977051
	Iteration 68Q: 3 clusters Score -719471.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -719471.812500 Penalty: 4337.977051
	Iteration 69Q: 3 clusters Score -719471.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -719471.875000 Penalty: 4337.977051
	Iteration 70Q: 3 clusters Score -719471.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -719471.875000 Penalty: 4337.977051
	Iteration 71F: 3 clusters Score -719471.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (25985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25985 members 
Entering Unmasked Estep 
Score: -3316446.250000 Penalty: 2520.988037
	Iteration 0F: 2 clusters Score -3316446 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12892 members 
Mstep: Class 2 contains 13093 members 
Entering Unmasked Estep 
Score: -3298498.750000 Penalty: 5041.976074
	Iteration 0F: 3 clusters Score -3298499 nChanged 11621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12039 members 
Mstep: Class 2 contains 13946 members 
Entering Unmasked Estep 
Score: -3305167.500000 Penalty: 5041.976074
	Iteration 1F: 3 clusters Score -3305168 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11516 members 
Mstep: Class 2 contains 14469 members 
Entering Unmasked Estep 
Score: -3306351.750000 Penalty: 5041.976074
	Iteration 2F: 3 clusters Score -3306352 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10847 members 
Mstep: Class 2 contains 15138 members 
Entering Unmasked Estep 
Score: -3307800.750000 Penalty: 5041.976074
	Iteration 3F: 3 clusters Score -3307801 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 15941 members 
Entering Unmasked Estep 
Score: -3309186.750000 Penalty: 5041.976074
	Iteration 4F: 3 clusters Score -3309187 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 16708 members 
Entering Unmasked Estep 
Score: -3310295.250000 Penalty: 5041.976074
	Iteration 5F: 3 clusters Score -3310295 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 17414 members 
Entering Unmasked Estep 
Score: -3311072.750000 Penalty: 5041.976074
	Iteration 6F: 3 clusters Score -3311073 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 18049 members 
Entering Unmasked Estep 
Score: -3311649.500000 Penalty: 5041.976074
	Iteration 7Q: 3 clusters Score -3311650 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 18654 members 
Entering Unmasked Estep 
Score: -3312129.000000 Penalty: 5041.976074
	Iteration 8Q: 3 clusters Score -3312129 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 19243 members 
Entering Unmasked Estep 
Score: -3312469.250000 Penalty: 5041.976074
	Iteration 9Q: 3 clusters Score -3312469 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 19806 members 
Entering Unmasked Estep 
Score: -3312739.250000 Penalty: 5041.976074
	Iteration 10Q: 3 clusters Score -3312739 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 20314 members 
Entering Unmasked Estep 
Score: -3312972.000000 Penalty: 5041.976074
	Iteration 11Q: 3 clusters Score -3312972 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 20840 members 
Entering Unmasked Estep 
Score: -3313212.250000 Penalty: 5041.976074
	Iteration 12Q: 3 clusters Score -3313212 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 21349 members 
Entering Unmasked Estep 
Score: -3313439.000000 Penalty: 5041.976074
	Iteration 13Q: 3 clusters Score -3313439 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 21842 members 
Entering Unmasked Estep 
Score: -3313673.750000 Penalty: 5041.976074
	Iteration 14Q: 3 clusters Score -3313674 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 22307 members 
Entering Unmasked Estep 
Score: -3313874.500000 Penalty: 5041.976074
	Iteration 15Q: 3 clusters Score -3313874 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 22742 members 
Entering Unmasked Estep 
Score: -3314082.250000 Penalty: 5041.976074
	Iteration 16Q: 3 clusters Score -3314082 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 23146 members 
Entering Unmasked Estep 
Score: -3314268.250000 Penalty: 5041.976074
	Iteration 17Q: 3 clusters Score -3314268 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 23487 members 
Entering Unmasked Estep 
Score: -3314436.250000 Penalty: 5041.976074
	Iteration 18Q: 3 clusters Score -3314436 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 23818 members 
Entering Unmasked Estep 
Score: -3314598.250000 Penalty: 5041.976074
	Iteration 19Q: 3 clusters Score -3314598 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 24067 members 
Entering Unmasked Estep 
Score: -3314736.750000 Penalty: 5041.976074
	Iteration 20F: 3 clusters Score -3314737 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 24263 members 
Entering Unmasked Estep 
Score: -3314828.250000 Penalty: 5041.976074
	Iteration 21Q: 3 clusters Score -3314828 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 24419 members 
Entering Unmasked Estep 
Score: -3314907.500000 Penalty: 5041.976074
	Iteration 22Q: 3 clusters Score -3314908 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 24552 members 
Entering Unmasked Estep 
Score: -3314983.750000 Penalty: 5041.976074
	Iteration 23Q: 3 clusters Score -3314984 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 24673 members 
Entering Unmasked Estep 
Score: -3315038.500000 Penalty: 5041.976074
	Iteration 24Q: 3 clusters Score -3315038 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 24769 members 
Entering Unmasked Estep 
Score: -3315084.000000 Penalty: 5041.976074
	Iteration 25Q: 3 clusters Score -3315084 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 24838 members 
Entering Unmasked Estep 
Score: -3315121.750000 Penalty: 5041.976074
	Iteration 26Q: 3 clusters Score -3315122 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 24902 members 
Entering Unmasked Estep 
Score: -3315153.250000 Penalty: 5041.976074
	Iteration 27Q: 3 clusters Score -3315153 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 24943 members 
Entering Unmasked Estep 
Score: -3315162.000000 Penalty: 5041.976074
	Iteration 28Q: 3 clusters Score -3315162 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 24980 members 
Entering Unmasked Estep 
Score: -3315181.250000 Penalty: 5041.976074
	Iteration 29Q: 3 clusters Score -3315181 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 25005 members 
Entering Unmasked Estep 
Score: -3315188.750000 Penalty: 5041.976074
	Iteration 30Q: 3 clusters Score -3315189 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 25031 members 
Entering Unmasked Estep 
Score: -3315210.500000 Penalty: 5041.976074
	Iteration 31Q: 3 clusters Score -3315210 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 25042 members 
Entering Unmasked Estep 
Score: -3315215.000000 Penalty: 5041.976074
	Iteration 32Q: 3 clusters Score -3315215 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 25049 members 
Entering Unmasked Estep 
Score: -3315219.750000 Penalty: 5041.976074
	Iteration 33Q: 3 clusters Score -3315220 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 25057 members 
Entering Unmasked Estep 
Score: -3315224.750000 Penalty: 5041.976074
	Iteration 34Q: 3 clusters Score -3315225 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 25060 members 
Entering Unmasked Estep 
Score: -3315221.250000 Penalty: 5041.976074
	Iteration 35Q: 3 clusters Score -3315221 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 25063 members 
Entering Unmasked Estep 
Score: -3315223.500000 Penalty: 5041.976074
	Iteration 36Q: 3 clusters Score -3315224 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 25070 members 
Entering Unmasked Estep 
Score: -3315224.250000 Penalty: 5041.976074
	Iteration 37Q: 3 clusters Score -3315224 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 25073 members 
Entering Unmasked Estep 
Score: -3315229.000000 Penalty: 5041.976074
	Iteration 38Q: 3 clusters Score -3315229 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 25076 members 
Entering Unmasked Estep 
Score: -3315223.500000 Penalty: 5041.976074
	Iteration 39Q: 3 clusters Score -3315224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 25077 members 
Entering Unmasked Estep 
Score: -3315223.750000 Penalty: 5041.976074
	Iteration 40F: 3 clusters Score -3315224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 25078 members 
Entering Unmasked Estep 
Score: -3315221.500000 Penalty: 5041.976074
	Iteration 41Q: 3 clusters Score -3315222 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 25078 members 
Entering Unmasked Estep 
Score: -3315221.500000 Penalty: 5041.976074
	Iteration 42F: 3 clusters Score -3315222 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (7512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Entering Unmasked Estep 
Score: -941744.062500 Penalty: 2213.215820
	Iteration 0F: 2 clusters Score -941744.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -935613.937500 Penalty: 4426.431641
	Iteration 0F: 3 clusters Score -935613.9 nChanged 3056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -937363.187500 Penalty: 4426.431641
	Iteration 1F: 3 clusters Score -937363.2 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -937708.437500 Penalty: 4426.431641
	Iteration 2F: 3 clusters Score -937708.4 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -937973.812500 Penalty: 4426.431641
	Iteration 3F: 3 clusters Score -937973.8 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -938171.125000 Penalty: 4426.431641
	Iteration 4Q: 3 clusters Score -938171.1 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -938358.937500 Penalty: 4426.431641
	Iteration 5Q: 3 clusters Score -938358.9 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -938514.750000 Penalty: 4426.431641
	Iteration 6Q: 3 clusters Score -938514.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -938632.125000 Penalty: 4426.431641
	Iteration 7Q: 3 clusters Score -938632.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -938753.312500 Penalty: 4426.431641
	Iteration 8Q: 3 clusters Score -938753.3 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -938901.500000 Penalty: 4426.431641
	Iteration 9Q: 3 clusters Score -938901.5 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -939080.000000 Penalty: 4426.431641
	Iteration 10Q: 3 clusters Score -939080 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -939305.125000 Penalty: 4426.431641
	Iteration 11Q: 3 clusters Score -939305.1 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -939609.437500 Penalty: 4426.431641
	Iteration 12Q: 3 clusters Score -939609.4 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -939856.250000 Penalty: 4426.431641
	Iteration 13Q: 3 clusters Score -939856.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -940012.000000 Penalty: 4426.431641
	Iteration 14Q: 3 clusters Score -940012 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -940142.312500 Penalty: 4426.431641
	Iteration 15Q: 3 clusters Score -940142.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -940222.500000 Penalty: 4426.431641
	Iteration 16Q: 3 clusters Score -940222.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -940275.625000 Penalty: 4426.431641
	Iteration 17Q: 3 clusters Score -940275.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -940317.750000 Penalty: 4426.431641
	Iteration 18Q: 3 clusters Score -940317.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -940355.937500 Penalty: 4426.431641
	Iteration 19Q: 3 clusters Score -940355.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -940391.125000 Penalty: 4426.431641
	Iteration 20F: 3 clusters Score -940391.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -940435.812500 Penalty: 4426.431641
	Iteration 21Q: 3 clusters Score -940435.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -940499.937500 Penalty: 4426.431641
	Iteration 22Q: 3 clusters Score -940499.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -940582.250000 Penalty: 4426.431641
	Iteration 23Q: 3 clusters Score -940582.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -940661.250000 Penalty: 4426.431641
	Iteration 24Q: 3 clusters Score -940661.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -940707.250000 Penalty: 4426.431641
	Iteration 25Q: 3 clusters Score -940707.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -940729.187500 Penalty: 4426.431641
	Iteration 26Q: 3 clusters Score -940729.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -940752.562500 Penalty: 4426.431641
	Iteration 27Q: 3 clusters Score -940752.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -940763.125000 Penalty: 4426.431641
	Iteration 28Q: 3 clusters Score -940763.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -940771.812500 Penalty: 4426.431641
	Iteration 29Q: 3 clusters Score -940771.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -940775.937500 Penalty: 4426.431641
	Iteration 30Q: 3 clusters Score -940775.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -940780.625000 Penalty: 4426.431641
	Iteration 31Q: 3 clusters Score -940780.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -940785.000000 Penalty: 4426.431641
	Iteration 32Q: 3 clusters Score -940785 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -940786.937500 Penalty: 4426.431641
	Iteration 33Q: 3 clusters Score -940786.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -940787.875000 Penalty: 4426.431641
	Iteration 34Q: 3 clusters Score -940787.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -940789.375000 Penalty: 4426.431641
	Iteration 35Q: 3 clusters Score -940789.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -940792.312500 Penalty: 4426.431641
	Iteration 36Q: 3 clusters Score -940792.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -940792.562500 Penalty: 4426.431641
	Iteration 37Q: 3 clusters Score -940792.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -940791.812500 Penalty: 4426.431641
	Iteration 38Q: 3 clusters Score -940791.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -940793.062500 Penalty: 4426.431641
	Iteration 39Q: 3 clusters Score -940793.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -940793.562500 Penalty: 4426.431641
	Iteration 40F: 3 clusters Score -940793.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -940793.500000 Penalty: 4426.431641
	Iteration 41Q: 3 clusters Score -940793.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -940794.250000 Penalty: 4426.431641
	Iteration 42Q: 3 clusters Score -940794.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -940795.500000 Penalty: 4426.431641
	Iteration 43Q: 3 clusters Score -940795.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -940796.250000 Penalty: 4426.431641
	Iteration 44Q: 3 clusters Score -940796.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -940795.000000 Penalty: 4426.431641
	Iteration 45Q: 3 clusters Score -940795 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -940794.750000 Penalty: 4426.431641
	Iteration 46Q: 3 clusters Score -940794.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -940794.750000 Penalty: 4426.431641
	Iteration 47F: 3 clusters Score -940794.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (19615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19615 members 
Entering Unmasked Estep 
Score: -2309798.000000 Penalty: 2451.244141
	Iteration 0F: 2 clusters Score -2309798 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9842 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -2295937.250000 Penalty: 4902.488281
	Iteration 0F: 3 clusters Score -2295937 nChanged 8626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -2300616.250000 Penalty: 4902.488281
	Iteration 1F: 3 clusters Score -2300616 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 10116 members 
Entering Unmasked Estep 
Score: -2301101.750000 Penalty: 4902.488281
	Iteration 2F: 3 clusters Score -2301102 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -2301497.500000 Penalty: 4902.488281
	Iteration 3F: 3 clusters Score -2301498 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9114 members 
Mstep: Class 2 contains 10501 members 
Entering Unmasked Estep 
Score: -2301830.250000 Penalty: 4902.488281
	Iteration 4Q: 3 clusters Score -2301830 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 10700 members 
Entering Unmasked Estep 
Score: -2302127.500000 Penalty: 4902.488281
	Iteration 5Q: 3 clusters Score -2302128 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 10930 members 
Entering Unmasked Estep 
Score: -2302420.750000 Penalty: 4902.488281
	Iteration 6Q: 3 clusters Score -2302421 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 11221 members 
Entering Unmasked Estep 
Score: -2302715.250000 Penalty: 4902.488281
	Iteration 7Q: 3 clusters Score -2302715 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 11529 members 
Entering Unmasked Estep 
Score: -2303012.750000 Penalty: 4902.488281
	Iteration 8Q: 3 clusters Score -2303013 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 11879 members 
Entering Unmasked Estep 
Score: -2303332.250000 Penalty: 4902.488281
	Iteration 9Q: 3 clusters Score -2303332 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 12265 members 
Entering Unmasked Estep 
Score: -2303622.750000 Penalty: 4902.488281
	Iteration 10Q: 3 clusters Score -2303623 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 12677 members 
Entering Unmasked Estep 
Score: -2303930.000000 Penalty: 4902.488281
	Iteration 11Q: 3 clusters Score -2303930 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 13137 members 
Entering Unmasked Estep 
Score: -2304223.250000 Penalty: 4902.488281
	Iteration 12Q: 3 clusters Score -2304223 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 13596 members 
Entering Unmasked Estep 
Score: -2304547.750000 Penalty: 4902.488281
	Iteration 13Q: 3 clusters Score -2304548 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 14077 members 
Entering Unmasked Estep 
Score: -2304857.750000 Penalty: 4902.488281
	Iteration 14Q: 3 clusters Score -2304858 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 14566 members 
Entering Unmasked Estep 
Score: -2305193.500000 Penalty: 4902.488281
	Iteration 15Q: 3 clusters Score -2305194 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 15008 members 
Entering Unmasked Estep 
Score: -2305510.250000 Penalty: 4902.488281
	Iteration 16Q: 3 clusters Score -2305510 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 15474 members 
Entering Unmasked Estep 
Score: -2305811.250000 Penalty: 4902.488281
	Iteration 17Q: 3 clusters Score -2305811 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 15899 members 
Entering Unmasked Estep 
Score: -2306070.250000 Penalty: 4902.488281
	Iteration 18Q: 3 clusters Score -2306070 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 16273 members 
Entering Unmasked Estep 
Score: -2306308.000000 Penalty: 4902.488281
	Iteration 19Q: 3 clusters Score -2306308 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 16627 members 
Entering Unmasked Estep 
Score: -2306539.250000 Penalty: 4902.488281
	Iteration 20F: 3 clusters Score -2306539 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 16957 members 
Entering Unmasked Estep 
Score: -2306739.000000 Penalty: 4902.488281
	Iteration 21Q: 3 clusters Score -2306739 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 17253 members 
Entering Unmasked Estep 
Score: -2306917.250000 Penalty: 4902.488281
	Iteration 22Q: 3 clusters Score -2306917 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 17503 members 
Entering Unmasked Estep 
Score: -2307073.500000 Penalty: 4902.488281
	Iteration 23Q: 3 clusters Score -2307074 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 17708 members 
Entering Unmasked Estep 
Score: -2307207.500000 Penalty: 4902.488281
	Iteration 24Q: 3 clusters Score -2307208 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 17933 members 
Entering Unmasked Estep 
Score: -2307361.000000 Penalty: 4902.488281
	Iteration 25Q: 3 clusters Score -2307361 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 18112 members 
Entering Unmasked Estep 
Score: -2307466.750000 Penalty: 4902.488281
	Iteration 26Q: 3 clusters Score -2307467 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 18257 members 
Entering Unmasked Estep 
Score: -2307571.000000 Penalty: 4902.488281
	Iteration 27Q: 3 clusters Score -2307571 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 18387 members 
Entering Unmasked Estep 
Score: -2307647.000000 Penalty: 4902.488281
	Iteration 28Q: 3 clusters Score -2307647 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 18489 members 
Entering Unmasked Estep 
Score: -2307717.250000 Penalty: 4902.488281
	Iteration 29Q: 3 clusters Score -2307717 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 18564 members 
Entering Unmasked Estep 
Score: -2307751.000000 Penalty: 4902.488281
	Iteration 30Q: 3 clusters Score -2307751 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 18624 members 
Entering Unmasked Estep 
Score: -2307789.000000 Penalty: 4902.488281
	Iteration 31Q: 3 clusters Score -2307789 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 18671 members 
Entering Unmasked Estep 
Score: -2307809.000000 Penalty: 4902.488281
	Iteration 32Q: 3 clusters Score -2307809 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 18707 members 
Entering Unmasked Estep 
Score: -2307835.500000 Penalty: 4902.488281
	Iteration 33Q: 3 clusters Score -2307836 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 18739 members 
Entering Unmasked Estep 
Score: -2307855.250000 Penalty: 4902.488281
	Iteration 34Q: 3 clusters Score -2307855 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 18767 members 
Entering Unmasked Estep 
Score: -2307871.000000 Penalty: 4902.488281
	Iteration 35Q: 3 clusters Score -2307871 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 18790 members 
Entering Unmasked Estep 
Score: -2307883.750000 Penalty: 4902.488281
	Iteration 36Q: 3 clusters Score -2307884 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 18814 members 
Entering Unmasked Estep 
Score: -2307898.000000 Penalty: 4902.488281
	Iteration 37Q: 3 clusters Score -2307898 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 18837 members 
Entering Unmasked Estep 
Score: -2307914.500000 Penalty: 4902.488281
	Iteration 38Q: 3 clusters Score -2307914 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 18855 members 
Entering Unmasked Estep 
Score: -2307925.000000 Penalty: 4902.488281
	Iteration 39Q: 3 clusters Score -2307925 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 18870 members 
Entering Unmasked Estep 
Score: -2307938.500000 Penalty: 4902.488281
	Iteration 40F: 3 clusters Score -2307938 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 18888 members 
Entering Unmasked Estep 
Score: -2307955.500000 Penalty: 4902.488281
	Iteration 41Q: 3 clusters Score -2307956 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 18898 members 
Entering Unmasked Estep 
Score: -2307957.000000 Penalty: 4902.488281
	Iteration 42Q: 3 clusters Score -2307957 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 18901 members 
Entering Unmasked Estep 
Score: -2307959.000000 Penalty: 4902.488281
	Iteration 43Q: 3 clusters Score -2307959 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 18903 members 
Entering Unmasked Estep 
Score: -2307961.750000 Penalty: 4902.488281
	Iteration 44Q: 3 clusters Score -2307962 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 18904 members 
Entering Unmasked Estep 
Score: -2307959.250000 Penalty: 4902.488281
	Iteration 45Q: 3 clusters Score -2307959 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 18904 members 
Entering Unmasked Estep 
Score: -2307959.250000 Penalty: 4902.488281
	Iteration 46F: 3 clusters Score -2307959 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (5508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Entering Unmasked Estep 
Score: -711433.250000 Penalty: 2136.261230
	Iteration 0F: 2 clusters Score -711433.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -706604.750000 Penalty: 4272.522461
	Iteration 0F: 3 clusters Score -706604.8 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -707814.562500 Penalty: 4272.522461
	Iteration 1F: 3 clusters Score -707814.6 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -708052.937500 Penalty: 4272.522461
	Iteration 2F: 3 clusters Score -708052.9 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -708185.500000 Penalty: 4272.522461
	Iteration 3Q: 3 clusters Score -708185.5 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -708281.000000 Penalty: 4272.522461
	Iteration 4Q: 3 clusters Score -708281 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -708346.187500 Penalty: 4272.522461
	Iteration 5Q: 3 clusters Score -708346.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -708410.500000 Penalty: 4272.522461
	Iteration 6Q: 3 clusters Score -708410.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -708485.187500 Penalty: 4272.522461
	Iteration 7Q: 3 clusters Score -708485.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -708561.750000 Penalty: 4272.522461
	Iteration 8Q: 3 clusters Score -708561.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -708646.875000 Penalty: 4272.522461
	Iteration 9Q: 3 clusters Score -708646.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -708761.000000 Penalty: 4272.522461
	Iteration 10Q: 3 clusters Score -708761 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -708876.750000 Penalty: 4272.522461
	Iteration 11Q: 3 clusters Score -708876.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -708991.375000 Penalty: 4272.522461
	Iteration 12Q: 3 clusters Score -708991.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -709118.187500 Penalty: 4272.522461
	Iteration 13Q: 3 clusters Score -709118.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -709292.750000 Penalty: 4272.522461
	Iteration 14Q: 3 clusters Score -709292.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -709507.562500 Penalty: 4272.522461
	Iteration 15Q: 3 clusters Score -709507.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -709746.625000 Penalty: 4272.522461
	Iteration 16Q: 3 clusters Score -709746.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -709972.875000 Penalty: 4272.522461
	Iteration 17Q: 3 clusters Score -709972.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -710137.312500 Penalty: 4272.522461
	Iteration 18Q: 3 clusters Score -710137.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -710235.500000 Penalty: 4272.522461
	Iteration 19Q: 3 clusters Score -710235.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -710285.062500 Penalty: 4272.522461
	Iteration 20F: 3 clusters Score -710285.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -710307.000000 Penalty: 4272.522461
	Iteration 21Q: 3 clusters Score -710307 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -710319.812500 Penalty: 4272.522461
	Iteration 22Q: 3 clusters Score -710319.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -710325.812500 Penalty: 4272.522461
	Iteration 23Q: 3 clusters Score -710325.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -710331.250000 Penalty: 4272.522461
	Iteration 24Q: 3 clusters Score -710331.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -710333.437500 Penalty: 4272.522461
	Iteration 25Q: 3 clusters Score -710333.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -710336.312500 Penalty: 4272.522461
	Iteration 26Q: 3 clusters Score -710336.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -710337.062500 Penalty: 4272.522461
	Iteration 27Q: 3 clusters Score -710337.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -710339.937500 Penalty: 4272.522461
	Iteration 28Q: 3 clusters Score -710339.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -710340.000000 Penalty: 4272.522461
	Iteration 29Q: 3 clusters Score -710340 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -710340.937500 Penalty: 4272.522461
	Iteration 30Q: 3 clusters Score -710340.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -710341.375000 Penalty: 4272.522461
	Iteration 31Q: 3 clusters Score -710341.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -710341.375000 Penalty: 4272.522461
	Iteration 32F: 3 clusters Score -710341.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (17740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17740 members 
Entering Unmasked Estep 
Score: -2264554.000000 Penalty: 2426.327148
	Iteration 0F: 2 clusters Score -2264554 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 8901 members 
Entering Unmasked Estep 
Score: -2251876.250000 Penalty: 4852.654297
	Iteration 0F: 3 clusters Score -2251876 nChanged 7753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 9058 members 
Entering Unmasked Estep 
Score: -2256099.250000 Penalty: 4852.654297
	Iteration 1F: 3 clusters Score -2256099 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 9135 members 
Entering Unmasked Estep 
Score: -2256437.250000 Penalty: 4852.654297
	Iteration 2F: 3 clusters Score -2256437 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -2256705.750000 Penalty: 4852.654297
	Iteration 3Q: 3 clusters Score -2256706 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
Score: -2256965.500000 Penalty: 4852.654297
	Iteration 4Q: 3 clusters Score -2256966 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -2257212.250000 Penalty: 4852.654297
	Iteration 5Q: 3 clusters Score -2257212 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 9718 members 
Entering Unmasked Estep 
Score: -2257481.000000 Penalty: 4852.654297
	Iteration 6Q: 3 clusters Score -2257481 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -2257746.000000 Penalty: 4852.654297
	Iteration 7Q: 3 clusters Score -2257746 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -2257980.750000 Penalty: 4852.654297
	Iteration 8Q: 3 clusters Score -2257981 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 10538 members 
Entering Unmasked Estep 
Score: -2258253.000000 Penalty: 4852.654297
	Iteration 9Q: 3 clusters Score -2258253 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 10974 members 
Entering Unmasked Estep 
Score: -2258540.000000 Penalty: 4852.654297
	Iteration 10Q: 3 clusters Score -2258540 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 11451 members 
Entering Unmasked Estep 
Score: -2258838.000000 Penalty: 4852.654297
	Iteration 11Q: 3 clusters Score -2258838 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 12011 members 
Entering Unmasked Estep 
Score: -2259208.500000 Penalty: 4852.654297
	Iteration 12Q: 3 clusters Score -2259208 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 12600 members 
Entering Unmasked Estep 
Score: -2259582.750000 Penalty: 4852.654297
	Iteration 13Q: 3 clusters Score -2259583 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 13232 members 
Entering Unmasked Estep 
Score: -2260015.000000 Penalty: 4852.654297
	Iteration 14Q: 3 clusters Score -2260015 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 13839 members 
Entering Unmasked Estep 
Score: -2260429.500000 Penalty: 4852.654297
	Iteration 15Q: 3 clusters Score -2260430 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 14409 members 
Entering Unmasked Estep 
Score: -2260803.000000 Penalty: 4852.654297
	Iteration 16Q: 3 clusters Score -2260803 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 14893 members 
Entering Unmasked Estep 
Score: -2261137.750000 Penalty: 4852.654297
	Iteration 17Q: 3 clusters Score -2261138 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 15341 members 
Entering Unmasked Estep 
Score: -2261468.750000 Penalty: 4852.654297
	Iteration 18Q: 3 clusters Score -2261469 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 15721 members 
Entering Unmasked Estep 
Score: -2261740.000000 Penalty: 4852.654297
	Iteration 19Q: 3 clusters Score -2261740 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 15999 members 
Entering Unmasked Estep 
Score: -2261930.500000 Penalty: 4852.654297
	Iteration 20F: 3 clusters Score -2261930 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 16193 members 
Entering Unmasked Estep 
Score: -2262066.250000 Penalty: 4852.654297
	Iteration 21Q: 3 clusters Score -2262066 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 16327 members 
Entering Unmasked Estep 
Score: -2262150.250000 Penalty: 4852.654297
	Iteration 22Q: 3 clusters Score -2262150 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 16429 members 
Entering Unmasked Estep 
Score: -2262216.000000 Penalty: 4852.654297
	Iteration 23Q: 3 clusters Score -2262216 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 16512 members 
Entering Unmasked Estep 
Score: -2262280.500000 Penalty: 4852.654297
	Iteration 24Q: 3 clusters Score -2262280 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 16599 members 
Entering Unmasked Estep 
Score: -2262332.250000 Penalty: 4852.654297
	Iteration 25Q: 3 clusters Score -2262332 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 16669 members 
Entering Unmasked Estep 
Score: -2262380.500000 Penalty: 4852.654297
	Iteration 26Q: 3 clusters Score -2262380 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 16719 members 
Entering Unmasked Estep 
Score: -2262417.000000 Penalty: 4852.654297
	Iteration 27Q: 3 clusters Score -2262417 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 16769 members 
Entering Unmasked Estep 
Score: -2262453.750000 Penalty: 4852.654297
	Iteration 28Q: 3 clusters Score -2262454 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 16813 members 
Entering Unmasked Estep 
Score: -2262492.750000 Penalty: 4852.654297
	Iteration 29Q: 3 clusters Score -2262493 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 16856 members 
Entering Unmasked Estep 
Score: -2262527.250000 Penalty: 4852.654297
	Iteration 30Q: 3 clusters Score -2262527 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 16895 members 
Entering Unmasked Estep 
Score: -2262556.500000 Penalty: 4852.654297
	Iteration 31Q: 3 clusters Score -2262556 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 16932 members 
Entering Unmasked Estep 
Score: -2262575.250000 Penalty: 4852.654297
	Iteration 32Q: 3 clusters Score -2262575 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 16962 members 
Entering Unmasked Estep 
Score: -2262595.500000 Penalty: 4852.654297
	Iteration 33Q: 3 clusters Score -2262596 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 16990 members 
Entering Unmasked Estep 
Score: -2262619.500000 Penalty: 4852.654297
	Iteration 34Q: 3 clusters Score -2262620 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 17013 members 
Entering Unmasked Estep 
Score: -2262632.250000 Penalty: 4852.654297
	Iteration 35Q: 3 clusters Score -2262632 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 17031 members 
Entering Unmasked Estep 
Score: -2262645.750000 Penalty: 4852.654297
	Iteration 36Q: 3 clusters Score -2262646 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 17045 members 
Entering Unmasked Estep 
Score: -2262656.500000 Penalty: 4852.654297
	Iteration 37Q: 3 clusters Score -2262656 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 17056 members 
Entering Unmasked Estep 
Score: -2262666.000000 Penalty: 4852.654297
	Iteration 38Q: 3 clusters Score -2262666 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 17062 members 
Entering Unmasked Estep 
Score: -2262671.750000 Penalty: 4852.654297
	Iteration 39Q: 3 clusters Score -2262672 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 17068 members 
Entering Unmasked Estep 
Score: -2262681.500000 Penalty: 4852.654297
	Iteration 40F: 3 clusters Score -2262682 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 17072 members 
Entering Unmasked Estep 
Score: -2262681.000000 Penalty: 4852.654297
	Iteration 41Q: 3 clusters Score -2262681 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 17076 members 
Entering Unmasked Estep 
Score: -2262680.750000 Penalty: 4852.654297
	Iteration 42Q: 3 clusters Score -2262681 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 17076 members 
Entering Unmasked Estep 
Score: -2262681.000000 Penalty: 4852.654297
	Iteration 43Q: 3 clusters Score -2262681 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 17076 members 
Entering Unmasked Estep 
Score: -2262681.000000 Penalty: 4852.654297
	Iteration 44F: 3 clusters Score -2262681 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (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: -65792.953125 Penalty: 1511.205322
	Iteration 0F: 2 clusters Score -65792.95 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 229 members 
Entering Unmasked Estep 
Score: -64379.531250 Penalty: 3022.410645
	Iteration 0F: 3 clusters Score -64379.53 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -64661.652344 Penalty: 3022.410645
	Iteration 1F: 3 clusters Score -64661.65 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -64865.128906 Penalty: 3022.410645
	Iteration 2F: 3 clusters Score -64865.13 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -65064.328125 Penalty: 3022.410645
	Iteration 3F: 3 clusters Score -65064.33 nChanged 17
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: -65191.839844 Penalty: 3022.410645
	Iteration 4Q: 3 clusters Score -65191.84 nChanged 10
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: -65294.996094 Penalty: 3022.410645
	Iteration 5Q: 3 clusters Score -65295 nChanged 7
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: -65337.355469 Penalty: 3022.410645
	Iteration 6Q: 3 clusters Score -65337.36 nChanged 8
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: -65383.589844 Penalty: 3022.410645
	Iteration 7Q: 3 clusters Score -65383.59 nChanged 3
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: -65409.656250 Penalty: 3022.410645
	Iteration 8Q: 3 clusters Score -65409.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -65427.351562 Penalty: 3022.410645
	Iteration 9Q: 3 clusters Score -65427.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -65428.953125 Penalty: 3022.410645
	Iteration 10Q: 3 clusters Score -65428.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -65428.953125 Penalty: 3022.410645
	Iteration 11F: 3 clusters Score -65428.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (11722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11722 members 
Entering Unmasked Estep 
Score: -1475992.750000 Penalty: 2323.567139
	Iteration 0F: 2 clusters Score -1475993 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -1467228.000000 Penalty: 4647.134277
	Iteration 0F: 3 clusters Score -1467228 nChanged 4993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -1469995.250000 Penalty: 4647.134277
	Iteration 1F: 3 clusters Score -1469995 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -1470446.375000 Penalty: 4647.134277
	Iteration 2F: 3 clusters Score -1470446 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -1470856.375000 Penalty: 4647.134277
	Iteration 3F: 3 clusters Score -1470856 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -1471284.250000 Penalty: 4647.134277
	Iteration 4F: 3 clusters Score -1471284 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -1471734.250000 Penalty: 4647.134277
	Iteration 5F: 3 clusters Score -1471734 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -1472201.500000 Penalty: 4647.134277
	Iteration 6F: 3 clusters Score -1472202 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -1472626.750000 Penalty: 4647.134277
	Iteration 7Q: 3 clusters Score -1472627 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -1473056.375000 Penalty: 4647.134277
	Iteration 8Q: 3 clusters Score -1473056 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -1473427.625000 Penalty: 4647.134277
	Iteration 9Q: 3 clusters Score -1473428 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -1473735.000000 Penalty: 4647.134277
	Iteration 10Q: 3 clusters Score -1473735 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -1473988.500000 Penalty: 4647.134277
	Iteration 11Q: 3 clusters Score -1473988 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -1474176.375000 Penalty: 4647.134277
	Iteration 12Q: 3 clusters Score -1474176 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -1474320.250000 Penalty: 4647.134277
	Iteration 13Q: 3 clusters Score -1474320 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -1474403.750000 Penalty: 4647.134277
	Iteration 14Q: 3 clusters Score -1474404 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -1474462.250000 Penalty: 4647.134277
	Iteration 15Q: 3 clusters Score -1474462 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -1474500.125000 Penalty: 4647.134277
	Iteration 16Q: 3 clusters Score -1474500 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -1474536.750000 Penalty: 4647.134277
	Iteration 17Q: 3 clusters Score -1474537 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -1474548.500000 Penalty: 4647.134277
	Iteration 18Q: 3 clusters Score -1474548 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -1474557.125000 Penalty: 4647.134277
	Iteration 19Q: 3 clusters Score -1474557 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -1474560.375000 Penalty: 4647.134277
	Iteration 20F: 3 clusters Score -1474560 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -1474562.000000 Penalty: 4647.134277
	Iteration 21Q: 3 clusters Score -1474562 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -1474567.875000 Penalty: 4647.134277
	Iteration 22Q: 3 clusters Score -1474568 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -1474573.375000 Penalty: 4647.134277
	Iteration 23Q: 3 clusters Score -1474573 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -1474578.500000 Penalty: 4647.134277
	Iteration 24Q: 3 clusters Score -1474578 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -1474576.000000 Penalty: 4647.134277
	Iteration 25Q: 3 clusters Score -1474576 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -1474577.500000 Penalty: 4647.134277
	Iteration 26Q: 3 clusters Score -1474578 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -1474577.750000 Penalty: 4647.134277
	Iteration 27Q: 3 clusters Score -1474578 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -1474580.000000 Penalty: 4647.134277
	Iteration 28Q: 3 clusters Score -1474580 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -1474578.375000 Penalty: 4647.134277
	Iteration 29Q: 3 clusters Score -1474578 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -1474579.125000 Penalty: 4647.134277
	Iteration 30Q: 3 clusters Score -1474579 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -1474581.375000 Penalty: 4647.134277
	Iteration 31Q: 3 clusters Score -1474581 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -1474583.000000 Penalty: 4647.134277
	Iteration 32Q: 3 clusters Score -1474583 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8939 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -1474581.625000 Penalty: 4647.134277
	Iteration 33Q: 3 clusters Score -1474582 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -1474582.500000 Penalty: 4647.134277
	Iteration 34Q: 3 clusters Score -1474582 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -1474582.500000 Penalty: 4647.134277
	Iteration 35F: 3 clusters Score -1474582 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (61501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61501 members 
Entering Unmasked Estep 
Score: -7824448.000000 Penalty: 2734.648682
	Iteration 0F: 2 clusters Score -7824448 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30902 members 
Mstep: Class 2 contains 30599 members 
Entering Unmasked Estep 
Score: -7783187.500000 Penalty: 5469.297363
	Iteration 0F: 3 clusters Score -7783188 nChanged 28620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32728 members 
Mstep: Class 2 contains 28773 members 
Entering Unmasked Estep 
Score: -7799346.500000 Penalty: 5469.297363
	Iteration 1F: 3 clusters Score -7799346 nChanged 2764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34110 members 
Mstep: Class 2 contains 27391 members 
Entering Unmasked Estep 
Score: -7800281.500000 Penalty: 5469.297363
	Iteration 2Q: 3 clusters Score -7800282 nChanged 2998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36066 members 
Mstep: Class 2 contains 25435 members 
Entering Unmasked Estep 
Score: -7801516.000000 Penalty: 5469.297363
	Iteration 3Q: 3 clusters Score -7801516 nChanged 3562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38862 members 
Mstep: Class 2 contains 22639 members 
Entering Unmasked Estep 
Score: -7803400.000000 Penalty: 5469.297363
	Iteration 4F: 3 clusters Score -7803400 nChanged 4096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42440 members 
Mstep: Class 2 contains 19061 members 
Entering Unmasked Estep 
Score: -7806067.500000 Penalty: 5469.297363
	Iteration 5F: 3 clusters Score -7806068 nChanged 4482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46580 members 
Mstep: Class 2 contains 14921 members 
Entering Unmasked Estep 
Score: -7809503.000000 Penalty: 5469.297363
	Iteration 6F: 3 clusters Score -7809503 nChanged 4464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50850 members 
Mstep: Class 2 contains 10651 members 
Entering Unmasked Estep 
Score: -7813230.000000 Penalty: 5469.297363
	Iteration 7F: 3 clusters Score -7813230 nChanged 3695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54433 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -7816548.500000 Penalty: 5469.297363
	Iteration 8F: 3 clusters Score -7816548 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57066 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -7818965.000000 Penalty: 5469.297363
	Iteration 9Q: 3 clusters Score -7818965 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58702 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -7820365.000000 Penalty: 5469.297363
	Iteration 10Q: 3 clusters Score -7820365 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59680 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -7821210.000000 Penalty: 5469.297363
	Iteration 11Q: 3 clusters Score -7821210 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60188 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -7821664.500000 Penalty: 5469.297363
	Iteration 12Q: 3 clusters Score -7821664 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60468 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -7821919.000000 Penalty: 5469.297363
	Iteration 13Q: 3 clusters Score -7821919 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60624 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -7822078.500000 Penalty: 5469.297363
	Iteration 14Q: 3 clusters Score -7822078 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60719 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -7822160.000000 Penalty: 5469.297363
	Iteration 15Q: 3 clusters Score -7822160 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60763 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -7822199.500000 Penalty: 5469.297363
	Iteration 16Q: 3 clusters Score -7822200 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60796 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -7822225.000000 Penalty: 5469.297363
	Iteration 17Q: 3 clusters Score -7822225 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60825 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -7822271.000000 Penalty: 5469.297363
	Iteration 18Q: 3 clusters Score -7822271 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60843 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -7822282.500000 Penalty: 5469.297363
	Iteration 19Q: 3 clusters Score -7822282 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60861 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -7822291.500000 Penalty: 5469.297363
	Iteration 20F: 3 clusters Score -7822292 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60876 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -7822308.000000 Penalty: 5469.297363
	Iteration 21Q: 3 clusters Score -7822308 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60884 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -7822314.000000 Penalty: 5469.297363
	Iteration 22Q: 3 clusters Score -7822314 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60889 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -7822317.500000 Penalty: 5469.297363
	Iteration 23Q: 3 clusters Score -7822318 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60892 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -7822324.500000 Penalty: 5469.297363
	Iteration 24Q: 3 clusters Score -7822324 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60892 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -7822330.500000 Penalty: 5469.297363
	Iteration 25Q: 3 clusters Score -7822330 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60896 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -7822327.500000 Penalty: 5469.297363
	Iteration 26Q: 3 clusters Score -7822328 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60904 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -7822341.000000 Penalty: 5469.297363
	Iteration 27Q: 3 clusters Score -7822341 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60909 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -7822343.000000 Penalty: 5469.297363
	Iteration 28Q: 3 clusters Score -7822343 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60916 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -7822344.500000 Penalty: 5469.297363
	Iteration 29Q: 3 clusters Score -7822344 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60925 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -7822353.500000 Penalty: 5469.297363
	Iteration 30Q: 3 clusters Score -7822354 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60931 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -7822358.500000 Penalty: 5469.297363
	Iteration 31Q: 3 clusters Score -7822358 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60939 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -7822361.500000 Penalty: 5469.297363
	Iteration 32Q: 3 clusters Score -7822362 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60942 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -7822364.500000 Penalty: 5469.297363
	Iteration 33Q: 3 clusters Score -7822364 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60944 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -7822372.500000 Penalty: 5469.297363
	Iteration 34Q: 3 clusters Score -7822372 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60944 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -7822372.500000 Penalty: 5469.297363
	Iteration 35F: 3 clusters Score -7822372 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (26410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26410 members 
Entering Unmasked Estep 
Score: -3326955.000000 Penalty: 2525.011475
	Iteration 0F: 2 clusters Score -3326955 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13201 members 
Mstep: Class 2 contains 13209 members 
Entering Unmasked Estep 
Score: -3308692.500000 Penalty: 5050.022949
	Iteration 0F: 3 clusters Score -3308692 nChanged 11817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13154 members 
Mstep: Class 2 contains 13256 members 
Entering Unmasked Estep 
Score: -3315069.500000 Penalty: 5050.022949
	Iteration 1F: 3 clusters Score -3315070 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13081 members 
Mstep: Class 2 contains 13329 members 
Entering Unmasked Estep 
Score: -3315531.250000 Penalty: 5050.022949
	Iteration 2Q: 3 clusters Score -3315531 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12995 members 
Mstep: Class 2 contains 13415 members 
Entering Unmasked Estep 
Score: -3315927.750000 Penalty: 5050.022949
	Iteration 3Q: 3 clusters Score -3315928 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12877 members 
Mstep: Class 2 contains 13533 members 
Entering Unmasked Estep 
Score: -3316320.500000 Penalty: 5050.022949
	Iteration 4Q: 3 clusters Score -3316320 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12733 members 
Mstep: Class 2 contains 13677 members 
Entering Unmasked Estep 
Score: -3316757.750000 Penalty: 5050.022949
	Iteration 5Q: 3 clusters Score -3316758 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12484 members 
Mstep: Class 2 contains 13926 members 
Entering Unmasked Estep 
Score: -3317253.250000 Penalty: 5050.022949
	Iteration 6Q: 3 clusters Score -3317253 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12169 members 
Mstep: Class 2 contains 14241 members 
Entering Unmasked Estep 
Score: -3317816.000000 Penalty: 5050.022949
	Iteration 7Q: 3 clusters Score -3317816 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11749 members 
Mstep: Class 2 contains 14661 members 
Entering Unmasked Estep 
Score: -3318478.500000 Penalty: 5050.022949
	Iteration 8Q: 3 clusters Score -3318478 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 15208 members 
Entering Unmasked Estep 
Score: -3319306.000000 Penalty: 5050.022949
	Iteration 9F: 3 clusters Score -3319306 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10594 members 
Mstep: Class 2 contains 15816 members 
Entering Unmasked Estep 
Score: -3320228.250000 Penalty: 5050.022949
	Iteration 10F: 3 clusters Score -3320228 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 16451 members 
Entering Unmasked Estep 
Score: -3321246.750000 Penalty: 5050.022949
	Iteration 11F: 3 clusters Score -3321247 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 16981 members 
Entering Unmasked Estep 
Score: -3322212.000000 Penalty: 5050.022949
	Iteration 12Q: 3 clusters Score -3322212 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 17468 members 
Entering Unmasked Estep 
Score: -3323143.750000 Penalty: 5050.022949
	Iteration 13Q: 3 clusters Score -3323144 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 17920 members 
Entering Unmasked Estep 
Score: -3324010.750000 Penalty: 5050.022949
	Iteration 14Q: 3 clusters Score -3324011 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 18364 members 
Entering Unmasked Estep 
Score: -3324969.750000 Penalty: 5050.022949
	Iteration 15Q: 3 clusters Score -3324970 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 18716 members 
Entering Unmasked Estep 
Score: -3325765.750000 Penalty: 5050.022949
	Iteration 16Q: 3 clusters Score -3325766 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 18933 members 
Entering Unmasked Estep 
Score: -3326323.000000 Penalty: 5050.022949
	Iteration 17Q: 3 clusters Score -3326323 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 19042 members 
Entering Unmasked Estep 
Score: -3326615.750000 Penalty: 5050.022949
	Iteration 18Q: 3 clusters Score -3326616 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 19087 members 
Entering Unmasked Estep 
Score: -3326743.500000 Penalty: 5050.022949
	Iteration 19Q: 3 clusters Score -3326744 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 19109 members 
Entering Unmasked Estep 
Score: -3326816.750000 Penalty: 5050.022949
	Iteration 20F: 3 clusters Score -3326817 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 19141 members 
Entering Unmasked Estep 
Score: -3326842.250000 Penalty: 5050.022949
	Iteration 21Q: 3 clusters Score -3326842 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 19149 members 
Entering Unmasked Estep 
Score: -3326860.750000 Penalty: 5050.022949
	Iteration 22Q: 3 clusters Score -3326861 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 19150 members 
Entering Unmasked Estep 
Score: -3326872.750000 Penalty: 5050.022949
	Iteration 23Q: 3 clusters Score -3326873 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 19161 members 
Entering Unmasked Estep 
Score: -3326873.000000 Penalty: 5050.022949
	Iteration 24Q: 3 clusters Score -3326873 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 19167 members 
Entering Unmasked Estep 
Score: -3326876.750000 Penalty: 5050.022949
	Iteration 25Q: 3 clusters Score -3326877 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 19169 members 
Entering Unmasked Estep 
Score: -3326881.250000 Penalty: 5050.022949
	Iteration 26Q: 3 clusters Score -3326881 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 19167 members 
Entering Unmasked Estep 
Score: -3326888.750000 Penalty: 5050.022949
	Iteration 27Q: 3 clusters Score -3326889 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 19161 members 
Entering Unmasked Estep 
Score: -3326885.250000 Penalty: 5050.022949
	Iteration 28Q: 3 clusters Score -3326885 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 19162 members 
Entering Unmasked Estep 
Score: -3326881.000000 Penalty: 5050.022949
	Iteration 29Q: 3 clusters Score -3326881 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 19161 members 
Entering Unmasked Estep 
Score: -3326884.000000 Penalty: 5050.022949
	Iteration 30Q: 3 clusters Score -3326884 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 19158 members 
Entering Unmasked Estep 
Score: -3326888.750000 Penalty: 5050.022949
	Iteration 31Q: 3 clusters Score -3326889 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 19155 members 
Entering Unmasked Estep 
Score: -3326887.500000 Penalty: 5050.022949
	Iteration 32Q: 3 clusters Score -3326888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 19155 members 
Entering Unmasked Estep 
Score: -3326886.250000 Penalty: 5050.022949
	Iteration 33Q: 3 clusters Score -3326886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 19153 members 
Entering Unmasked Estep 
Score: -3326889.250000 Penalty: 5050.022949
	Iteration 34Q: 3 clusters Score -3326889 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 19152 members 
Entering Unmasked Estep 
Score: -3326891.750000 Penalty: 5050.022949
	Iteration 35Q: 3 clusters Score -3326892 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 19151 members 
Entering Unmasked Estep 
Score: -3326893.000000 Penalty: 5050.022949
	Iteration 36Q: 3 clusters Score -3326893 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 19150 members 
Entering Unmasked Estep 
Score: -3326893.250000 Penalty: 5050.022949
	Iteration 37Q: 3 clusters Score -3326893 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 19150 members 
Entering Unmasked Estep 
Score: -3326893.250000 Penalty: 5050.022949
	Iteration 38F: 3 clusters Score -3326893 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (7329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Entering Unmasked Estep 
Score: -916286.625000 Penalty: 2207.099365
	Iteration 0F: 2 clusters Score -916286.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -910386.312500 Penalty: 4414.198730
	Iteration 0F: 3 clusters Score -910386.3 nChanged 2848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -911954.062500 Penalty: 4414.198730
	Iteration 1F: 3 clusters Score -911954.1 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -912327.437500 Penalty: 4414.198730
	Iteration 2F: 3 clusters Score -912327.4 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -912657.375000 Penalty: 4414.198730
	Iteration 3F: 3 clusters Score -912657.4 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -912915.312500 Penalty: 4414.198730
	Iteration 4F: 3 clusters Score -912915.3 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -913101.750000 Penalty: 4414.198730
	Iteration 5Q: 3 clusters Score -913101.8 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -913263.375000 Penalty: 4414.198730
	Iteration 6Q: 3 clusters Score -913263.4 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -913418.187500 Penalty: 4414.198730
	Iteration 7Q: 3 clusters Score -913418.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -913543.500000 Penalty: 4414.198730
	Iteration 8Q: 3 clusters Score -913543.5 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -913649.500000 Penalty: 4414.198730
	Iteration 9Q: 3 clusters Score -913649.5 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -913761.187500 Penalty: 4414.198730
	Iteration 10Q: 3 clusters Score -913761.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -913853.312500 Penalty: 4414.198730
	Iteration 11Q: 3 clusters Score -913853.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -913919.125000 Penalty: 4414.198730
	Iteration 12Q: 3 clusters Score -913919.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -913967.500000 Penalty: 4414.198730
	Iteration 13Q: 3 clusters Score -913967.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -914010.625000 Penalty: 4414.198730
	Iteration 14Q: 3 clusters Score -914010.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -914049.062500 Penalty: 4414.198730
	Iteration 15Q: 3 clusters Score -914049.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -914081.875000 Penalty: 4414.198730
	Iteration 16Q: 3 clusters Score -914081.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -914115.562500 Penalty: 4414.198730
	Iteration 17Q: 3 clusters Score -914115.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -914142.750000 Penalty: 4414.198730
	Iteration 18Q: 3 clusters Score -914142.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -914162.812500 Penalty: 4414.198730
	Iteration 19Q: 3 clusters Score -914162.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -914176.000000 Penalty: 4414.198730
	Iteration 20F: 3 clusters Score -914176 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -914184.000000 Penalty: 4414.198730
	Iteration 21Q: 3 clusters Score -914184 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -914193.875000 Penalty: 4414.198730
	Iteration 22Q: 3 clusters Score -914193.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -914202.687500 Penalty: 4414.198730
	Iteration 23Q: 3 clusters Score -914202.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -914209.187500 Penalty: 4414.198730
	Iteration 24Q: 3 clusters Score -914209.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -914215.000000 Penalty: 4414.198730
	Iteration 25Q: 3 clusters Score -914215 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -914222.625000 Penalty: 4414.198730
	Iteration 26Q: 3 clusters Score -914222.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -914231.875000 Penalty: 4414.198730
	Iteration 27Q: 3 clusters Score -914231.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -914236.125000 Penalty: 4414.198730
	Iteration 28Q: 3 clusters Score -914236.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -914244.500000 Penalty: 4414.198730
	Iteration 29Q: 3 clusters Score -914244.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -914254.687500 Penalty: 4414.198730
	Iteration 30Q: 3 clusters Score -914254.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -914260.562500 Penalty: 4414.198730
	Iteration 31Q: 3 clusters Score -914260.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -914264.437500 Penalty: 4414.198730
	Iteration 32Q: 3 clusters Score -914264.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -914268.500000 Penalty: 4414.198730
	Iteration 33Q: 3 clusters Score -914268.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -914274.000000 Penalty: 4414.198730
	Iteration 34Q: 3 clusters Score -914274 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -914281.750000 Penalty: 4414.198730
	Iteration 35Q: 3 clusters Score -914281.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -914278.000000 Penalty: 4414.198730
	Iteration 36Q: 3 clusters Score -914278 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -914283.187500 Penalty: 4414.198730
	Iteration 37Q: 3 clusters Score -914283.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -914286.937500 Penalty: 4414.198730
	Iteration 38Q: 3 clusters Score -914286.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -914287.000000 Penalty: 4414.198730
	Iteration 39Q: 3 clusters Score -914287 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -914293.750000 Penalty: 4414.198730
	Iteration 40F: 3 clusters Score -914293.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -914295.187500 Penalty: 4414.198730
	Iteration 41Q: 3 clusters Score -914295.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -914296.875000 Penalty: 4414.198730
	Iteration 42Q: 3 clusters Score -914296.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -914297.125000 Penalty: 4414.198730
	Iteration 43Q: 3 clusters Score -914297.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -914302.125000 Penalty: 4414.198730
	Iteration 44Q: 3 clusters Score -914302.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -914306.000000 Penalty: 4414.198730
	Iteration 45Q: 3 clusters Score -914306 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -914307.625000 Penalty: 4414.198730
	Iteration 46Q: 3 clusters Score -914307.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -914309.812500 Penalty: 4414.198730
	Iteration 47Q: 3 clusters Score -914309.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -914311.062500 Penalty: 4414.198730
	Iteration 48Q: 3 clusters Score -914311.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -914314.062500 Penalty: 4414.198730
	Iteration 49Q: 3 clusters Score -914314.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -914313.812500 Penalty: 4414.198730
	Iteration 50Q: 3 clusters Score -914313.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -914313.750000 Penalty: 4414.198730
	Iteration 51Q: 3 clusters Score -914313.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -914313.937500 Penalty: 4414.198730
	Iteration 52Q: 3 clusters Score -914313.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -914314.312500 Penalty: 4414.198730
	Iteration 53Q: 3 clusters Score -914314.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -914313.687500 Penalty: 4414.198730
	Iteration 54Q: 3 clusters Score -914313.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -914314.312500 Penalty: 4414.198730
	Iteration 55Q: 3 clusters Score -914314.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -914316.125000 Penalty: 4414.198730
	Iteration 56Q: 3 clusters Score -914316.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -914315.187500 Penalty: 4414.198730
	Iteration 57Q: 3 clusters Score -914315.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -914315.187500 Penalty: 4414.198730
	Iteration 58Q: 3 clusters Score -914315.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -914315.687500 Penalty: 4414.198730
	Iteration 59Q: 3 clusters Score -914315.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -914315.687500 Penalty: 4414.198730
	Iteration 60F: 3 clusters Score -914315.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Entering Unmasked Estep 
Score: -33839.417969 Penalty: 1373.258911
	Iteration 0F: 2 clusters Score -33839.42 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 130 members 
Entering Unmasked Estep 
Score: -32651.359375 Penalty: 2746.517822
	Iteration 0F: 3 clusters Score -32651.36 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -32928.218750 Penalty: 2746.517822
	Iteration 1F: 3 clusters Score -32928.22 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -33093.417969 Penalty: 2746.517822
	Iteration 2F: 3 clusters Score -33093.42 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -33157.933594 Penalty: 2746.517822
	Iteration 3Q: 3 clusters Score -33157.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -33214.820312 Penalty: 2746.517822
	Iteration 4Q: 3 clusters Score -33214.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -33231.875000 Penalty: 2746.517822
	Iteration 5Q: 3 clusters Score -33231.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -33231.875000 Penalty: 2746.517822
	Iteration 6F: 3 clusters Score -33231.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (3643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Entering Unmasked Estep 
Score: -453399.812500 Penalty: 2033.739502
	Iteration 0F: 2 clusters Score -453399.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -449713.625000 Penalty: 4067.479004
	Iteration 0F: 3 clusters Score -449713.6 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -450499.937500 Penalty: 4067.479004
	Iteration 1F: 3 clusters Score -450499.9 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -450683.718750 Penalty: 4067.479004
	Iteration 2F: 3 clusters Score -450683.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -450792.750000 Penalty: 4067.479004
	Iteration 3Q: 3 clusters Score -450792.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -450888.531250 Penalty: 4067.479004
	Iteration 4Q: 3 clusters Score -450888.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -450958.187500 Penalty: 4067.479004
	Iteration 5Q: 3 clusters Score -450958.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -451002.125000 Penalty: 4067.479004
	Iteration 6Q: 3 clusters Score -451002.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -451040.593750 Penalty: 4067.479004
	Iteration 7Q: 3 clusters Score -451040.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -451076.781250 Penalty: 4067.479004
	Iteration 8Q: 3 clusters Score -451076.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -451110.875000 Penalty: 4067.479004
	Iteration 9Q: 3 clusters Score -451110.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -451143.218750 Penalty: 4067.479004
	Iteration 10Q: 3 clusters Score -451143.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -451169.437500 Penalty: 4067.479004
	Iteration 11Q: 3 clusters Score -451169.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -451190.906250 Penalty: 4067.479004
	Iteration 12Q: 3 clusters Score -451190.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -451213.187500 Penalty: 4067.479004
	Iteration 13Q: 3 clusters Score -451213.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -451224.218750 Penalty: 4067.479004
	Iteration 14Q: 3 clusters Score -451224.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -451233.156250 Penalty: 4067.479004
	Iteration 15Q: 3 clusters Score -451233.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -451246.406250 Penalty: 4067.479004
	Iteration 16Q: 3 clusters Score -451246.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -451259.718750 Penalty: 4067.479004
	Iteration 17Q: 3 clusters Score -451259.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -451275.031250 Penalty: 4067.479004
	Iteration 18Q: 3 clusters Score -451275 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -451291.250000 Penalty: 4067.479004
	Iteration 19Q: 3 clusters Score -451291.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -451306.593750 Penalty: 4067.479004
	Iteration 20F: 3 clusters Score -451306.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -451320.437500 Penalty: 4067.479004
	Iteration 21Q: 3 clusters Score -451320.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -451330.656250 Penalty: 4067.479004
	Iteration 22Q: 3 clusters Score -451330.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -451340.375000 Penalty: 4067.479004
	Iteration 23Q: 3 clusters Score -451340.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -451349.250000 Penalty: 4067.479004
	Iteration 24Q: 3 clusters Score -451349.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -451356.125000 Penalty: 4067.479004
	Iteration 25Q: 3 clusters Score -451356.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -451360.687500 Penalty: 4067.479004
	Iteration 26Q: 3 clusters Score -451360.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -451365.125000 Penalty: 4067.479004
	Iteration 27Q: 3 clusters Score -451365.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -451369.843750 Penalty: 4067.479004
	Iteration 28Q: 3 clusters Score -451369.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -451374.093750 Penalty: 4067.479004
	Iteration 29Q: 3 clusters Score -451374.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -451376.562500 Penalty: 4067.479004
	Iteration 30Q: 3 clusters Score -451376.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -451381.281250 Penalty: 4067.479004
	Iteration 31Q: 3 clusters Score -451381.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -451387.250000 Penalty: 4067.479004
	Iteration 32Q: 3 clusters Score -451387.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -451392.312500 Penalty: 4067.479004
	Iteration 33Q: 3 clusters Score -451392.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -451395.437500 Penalty: 4067.479004
	Iteration 34Q: 3 clusters Score -451395.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -451397.375000 Penalty: 4067.479004
	Iteration 35Q: 3 clusters Score -451397.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -451400.281250 Penalty: 4067.479004
	Iteration 36Q: 3 clusters Score -451400.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -451402.750000 Penalty: 4067.479004
	Iteration 37Q: 3 clusters Score -451402.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -451407.812500 Penalty: 4067.479004
	Iteration 38Q: 3 clusters Score -451407.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -451409.968750 Penalty: 4067.479004
	Iteration 39Q: 3 clusters Score -451410 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -451412.718750 Penalty: 4067.479004
	Iteration 40F: 3 clusters Score -451412.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -451412.968750 Penalty: 4067.479004
	Iteration 41Q: 3 clusters Score -451413 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -451416.531250 Penalty: 4067.479004
	Iteration 42Q: 3 clusters Score -451416.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -451419.406250 Penalty: 4067.479004
	Iteration 43Q: 3 clusters Score -451419.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -451421.375000 Penalty: 4067.479004
	Iteration 44Q: 3 clusters Score -451421.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -451423.593750 Penalty: 4067.479004
	Iteration 45Q: 3 clusters Score -451423.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -451424.875000 Penalty: 4067.479004
	Iteration 46Q: 3 clusters Score -451424.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -451424.968750 Penalty: 4067.479004
	Iteration 47Q: 3 clusters Score -451425 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -451426.656250 Penalty: 4067.479004
	Iteration 48Q: 3 clusters Score -451426.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -451429.750000 Penalty: 4067.479004
	Iteration 49Q: 3 clusters Score -451429.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -451430.250000 Penalty: 4067.479004
	Iteration 50Q: 3 clusters Score -451430.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -451430.375000 Penalty: 4067.479004
	Iteration 51Q: 3 clusters Score -451430.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -451431.343750 Penalty: 4067.479004
	Iteration 52Q: 3 clusters Score -451431.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -451433.250000 Penalty: 4067.479004
	Iteration 53Q: 3 clusters Score -451433.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -451434.437500 Penalty: 4067.479004
	Iteration 54Q: 3 clusters Score -451434.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -451435.593750 Penalty: 4067.479004
	Iteration 55Q: 3 clusters Score -451435.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -451436.875000 Penalty: 4067.479004
	Iteration 56Q: 3 clusters Score -451436.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -451438.781250 Penalty: 4067.479004
	Iteration 57Q: 3 clusters Score -451438.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -451440.875000 Penalty: 4067.479004
	Iteration 58Q: 3 clusters Score -451440.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -451441.968750 Penalty: 4067.479004
	Iteration 59Q: 3 clusters Score -451442 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -451442.281250 Penalty: 4067.479004
	Iteration 60F: 3 clusters Score -451442.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -451442.750000 Penalty: 4067.479004
	Iteration 61Q: 3 clusters Score -451442.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -451444.687500 Penalty: 4067.479004
	Iteration 62Q: 3 clusters Score -451444.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -451445.468750 Penalty: 4067.479004
	Iteration 63Q: 3 clusters Score -451445.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -451447.500000 Penalty: 4067.479004
	Iteration 64Q: 3 clusters Score -451447.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -451448.031250 Penalty: 4067.479004
	Iteration 65Q: 3 clusters Score -451448 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -451452.000000 Penalty: 4067.479004
	Iteration 66Q: 3 clusters Score -451452 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -451453.687500 Penalty: 4067.479004
	Iteration 67Q: 3 clusters Score -451453.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -451454.343750 Penalty: 4067.479004
	Iteration 68Q: 3 clusters Score -451454.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -451456.937500 Penalty: 4067.479004
	Iteration 69Q: 3 clusters Score -451456.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -451457.125000 Penalty: 4067.479004
	Iteration 70Q: 3 clusters Score -451457.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -451457.906250 Penalty: 4067.479004
	Iteration 71Q: 3 clusters Score -451457.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -451461.531250 Penalty: 4067.479004
	Iteration 72Q: 3 clusters Score -451461.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -451461.406250 Penalty: 4067.479004
	Iteration 73Q: 3 clusters Score -451461.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -451461.406250 Penalty: 4067.479004
	Iteration 74F: 3 clusters Score -451461.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (2907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Entering Unmasked Estep 
Score: -355406.375000 Penalty: 1977.769409
	Iteration 0F: 2 clusters Score -355406.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -352213.593750 Penalty: 3955.538818
	Iteration 0F: 3 clusters Score -352213.6 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -352860.687500 Penalty: 3955.538818
	Iteration 1F: 3 clusters Score -352860.7 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -353044.156250 Penalty: 3955.538818
	Iteration 2F: 3 clusters Score -353044.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -353144.531250 Penalty: 3955.538818
	Iteration 3Q: 3 clusters Score -353144.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -353227.093750 Penalty: 3955.538818
	Iteration 4Q: 3 clusters Score -353227.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -353302.500000 Penalty: 3955.538818
	Iteration 5Q: 3 clusters Score -353302.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -353381.656250 Penalty: 3955.538818
	Iteration 6Q: 3 clusters Score -353381.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -353475.656250 Penalty: 3955.538818
	Iteration 7Q: 3 clusters Score -353475.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -353586.968750 Penalty: 3955.538818
	Iteration 8Q: 3 clusters Score -353587 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -353740.250000 Penalty: 3955.538818
	Iteration 9Q: 3 clusters Score -353740.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -353974.656250 Penalty: 3955.538818
	Iteration 10Q: 3 clusters Score -353974.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -354167.125000 Penalty: 3955.538818
	Iteration 11Q: 3 clusters Score -354167.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -354290.281250 Penalty: 3955.538818
	Iteration 12Q: 3 clusters Score -354290.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -354349.812500 Penalty: 3955.538818
	Iteration 13Q: 3 clusters Score -354349.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -354390.593750 Penalty: 3955.538818
	Iteration 14Q: 3 clusters Score -354390.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -354417.875000 Penalty: 3955.538818
	Iteration 15Q: 3 clusters Score -354417.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -354431.843750 Penalty: 3955.538818
	Iteration 16Q: 3 clusters Score -354431.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -354442.031250 Penalty: 3955.538818
	Iteration 17Q: 3 clusters Score -354442 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -354447.781250 Penalty: 3955.538818
	Iteration 18Q: 3 clusters Score -354447.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -354449.937500 Penalty: 3955.538818
	Iteration 19Q: 3 clusters Score -354449.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -354450.531250 Penalty: 3955.538818
	Iteration 20F: 3 clusters Score -354450.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -354450.906250 Penalty: 3955.538818
	Iteration 21Q: 3 clusters Score -354450.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -354451.312500 Penalty: 3955.538818
	Iteration 22Q: 3 clusters Score -354451.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -354451.468750 Penalty: 3955.538818
	Iteration 23Q: 3 clusters Score -354451.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -354451.468750 Penalty: 3955.538818
	Iteration 24Q: 3 clusters Score -354451.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -354451.968750 Penalty: 3955.538818
	Iteration 25Q: 3 clusters Score -354452 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -354453.031250 Penalty: 3955.538818
	Iteration 26Q: 3 clusters Score -354453 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -354453.031250 Penalty: 3955.538818
	Iteration 27F: 3 clusters Score -354453 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (23757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23757 members 
Entering Unmasked Estep 
Score: -3109705.000000 Penalty: 2498.756836
	Iteration 0F: 2 clusters Score -3109705 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11879 members 
Mstep: Class 2 contains 11878 members 
Entering Unmasked Estep 
Score: -3093134.250000 Penalty: 4997.513672
	Iteration 0F: 3 clusters Score -3093134 nChanged 10650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11771 members 
Mstep: Class 2 contains 11986 members 
Entering Unmasked Estep 
Score: -3098811.750000 Penalty: 4997.513672
	Iteration 1F: 3 clusters Score -3098812 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11704 members 
Mstep: Class 2 contains 12053 members 
Entering Unmasked Estep 
Score: -3099192.500000 Penalty: 4997.513672
	Iteration 2Q: 3 clusters Score -3099192 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11665 members 
Mstep: Class 2 contains 12092 members 
Entering Unmasked Estep 
Score: -3099524.250000 Penalty: 4997.513672
	Iteration 3Q: 3 clusters Score -3099524 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11558 members 
Mstep: Class 2 contains 12199 members 
Entering Unmasked Estep 
Score: -3099871.500000 Penalty: 4997.513672
	Iteration 4Q: 3 clusters Score -3099872 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11373 members 
Mstep: Class 2 contains 12384 members 
Entering Unmasked Estep 
Score: -3100225.250000 Penalty: 4997.513672
	Iteration 5Q: 3 clusters Score -3100225 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11095 members 
Mstep: Class 2 contains 12662 members 
Entering Unmasked Estep 
Score: -3100614.500000 Penalty: 4997.513672
	Iteration 6Q: 3 clusters Score -3100614 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10766 members 
Mstep: Class 2 contains 12991 members 
Entering Unmasked Estep 
Score: -3101042.500000 Penalty: 4997.513672
	Iteration 7Q: 3 clusters Score -3101042 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10400 members 
Mstep: Class 2 contains 13357 members 
Entering Unmasked Estep 
Score: -3101525.000000 Penalty: 4997.513672
	Iteration 8Q: 3 clusters Score -3101525 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 13837 members 
Entering Unmasked Estep 
Score: -3102212.000000 Penalty: 4997.513672
	Iteration 9Q: 3 clusters Score -3102212 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Mstep: Class 2 contains 14391 members 
Entering Unmasked Estep 
Score: -3103145.750000 Penalty: 4997.513672
	Iteration 10F: 3 clusters Score -3103146 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 15019 members 
Entering Unmasked Estep 
Score: -3104243.250000 Penalty: 4997.513672
	Iteration 11F: 3 clusters Score -3104243 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 15548 members 
Entering Unmasked Estep 
Score: -3105205.500000 Penalty: 4997.513672
	Iteration 12F: 3 clusters Score -3105206 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 15930 members 
Entering Unmasked Estep 
Score: -3105849.000000 Penalty: 4997.513672
	Iteration 13Q: 3 clusters Score -3105849 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 16214 members 
Entering Unmasked Estep 
Score: -3106204.500000 Penalty: 4997.513672
	Iteration 14Q: 3 clusters Score -3106204 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 16477 members 
Entering Unmasked Estep 
Score: -3106438.000000 Penalty: 4997.513672
	Iteration 15Q: 3 clusters Score -3106438 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 16710 members 
Entering Unmasked Estep 
Score: -3106594.750000 Penalty: 4997.513672
	Iteration 16Q: 3 clusters Score -3106595 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 16909 members 
Entering Unmasked Estep 
Score: -3106688.000000 Penalty: 4997.513672
	Iteration 17Q: 3 clusters Score -3106688 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 17087 members 
Entering Unmasked Estep 
Score: -3106755.500000 Penalty: 4997.513672
	Iteration 18Q: 3 clusters Score -3106756 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 17225 members 
Entering Unmasked Estep 
Score: -3106801.500000 Penalty: 4997.513672
	Iteration 19Q: 3 clusters Score -3106802 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 17358 members 
Entering Unmasked Estep 
Score: -3106840.000000 Penalty: 4997.513672
	Iteration 20F: 3 clusters Score -3106840 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 17481 members 
Entering Unmasked Estep 
Score: -3106878.500000 Penalty: 4997.513672
	Iteration 21Q: 3 clusters Score -3106878 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 17582 members 
Entering Unmasked Estep 
Score: -3106912.500000 Penalty: 4997.513672
	Iteration 22Q: 3 clusters Score -3106912 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 17674 members 
Entering Unmasked Estep 
Score: -3106940.000000 Penalty: 4997.513672
	Iteration 23Q: 3 clusters Score -3106940 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 17777 members 
Entering Unmasked Estep 
Score: -3107001.250000 Penalty: 4997.513672
	Iteration 24Q: 3 clusters Score -3107001 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 17887 members 
Entering Unmasked Estep 
Score: -3107066.500000 Penalty: 4997.513672
	Iteration 25Q: 3 clusters Score -3107066 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 17987 members 
Entering Unmasked Estep 
Score: -3107137.250000 Penalty: 4997.513672
	Iteration 26Q: 3 clusters Score -3107137 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 18085 members 
Entering Unmasked Estep 
Score: -3107207.250000 Penalty: 4997.513672
	Iteration 27Q: 3 clusters Score -3107207 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 18179 members 
Entering Unmasked Estep 
Score: -3107252.500000 Penalty: 4997.513672
	Iteration 28Q: 3 clusters Score -3107252 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 18257 members 
Entering Unmasked Estep 
Score: -3107298.750000 Penalty: 4997.513672
	Iteration 29Q: 3 clusters Score -3107299 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 18333 members 
Entering Unmasked Estep 
Score: -3107321.500000 Penalty: 4997.513672
	Iteration 30Q: 3 clusters Score -3107322 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 18411 members 
Entering Unmasked Estep 
Score: -3107340.000000 Penalty: 4997.513672
	Iteration 31Q: 3 clusters Score -3107340 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 18480 members 
Entering Unmasked Estep 
Score: -3107366.500000 Penalty: 4997.513672
	Iteration 32Q: 3 clusters Score -3107366 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 18546 members 
Entering Unmasked Estep 
Score: -3107379.500000 Penalty: 4997.513672
	Iteration 33Q: 3 clusters Score -3107380 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 18600 members 
Entering Unmasked Estep 
Score: -3107407.250000 Penalty: 4997.513672
	Iteration 34Q: 3 clusters Score -3107407 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 18645 members 
Entering Unmasked Estep 
Score: -3107425.000000 Penalty: 4997.513672
	Iteration 35Q: 3 clusters Score -3107425 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 18701 members 
Entering Unmasked Estep 
Score: -3107436.500000 Penalty: 4997.513672
	Iteration 36Q: 3 clusters Score -3107436 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 18752 members 
Entering Unmasked Estep 
Score: -3107445.000000 Penalty: 4997.513672
	Iteration 37Q: 3 clusters Score -3107445 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 18787 members 
Entering Unmasked Estep 
Score: -3107443.500000 Penalty: 4997.513672
	Iteration 38Q: 3 clusters Score -3107444 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 18824 members 
Entering Unmasked Estep 
Score: -3107454.250000 Penalty: 4997.513672
	Iteration 39Q: 3 clusters Score -3107454 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 18861 members 
Entering Unmasked Estep 
Score: -3107463.750000 Penalty: 4997.513672
	Iteration 40F: 3 clusters Score -3107464 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 18884 members 
Entering Unmasked Estep 
Score: -3107465.250000 Penalty: 4997.513672
	Iteration 41Q: 3 clusters Score -3107465 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 18908 members 
Entering Unmasked Estep 
Score: -3107475.500000 Penalty: 4997.513672
	Iteration 42Q: 3 clusters Score -3107476 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 18937 members 
Entering Unmasked Estep 
Score: -3107473.500000 Penalty: 4997.513672
	Iteration 43Q: 3 clusters Score -3107474 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 18957 members 
Entering Unmasked Estep 
Score: -3107472.500000 Penalty: 4997.513672
	Iteration 44Q: 3 clusters Score -3107472 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 18974 members 
Entering Unmasked Estep 
Score: -3107473.500000 Penalty: 4997.513672
	Iteration 45Q: 3 clusters Score -3107474 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 18987 members 
Entering Unmasked Estep 
Score: -3107476.500000 Penalty: 4997.513672
	Iteration 46Q: 3 clusters Score -3107476 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 19008 members 
Entering Unmasked Estep 
Score: -3107487.750000 Penalty: 4997.513672
	Iteration 47Q: 3 clusters Score -3107488 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 19022 members 
Entering Unmasked Estep 
Score: -3107491.250000 Penalty: 4997.513672
	Iteration 48Q: 3 clusters Score -3107491 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 19037 members 
Entering Unmasked Estep 
Score: -3107490.250000 Penalty: 4997.513672
	Iteration 49Q: 3 clusters Score -3107490 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 19054 members 
Entering Unmasked Estep 
Score: -3107490.750000 Penalty: 4997.513672
	Iteration 50Q: 3 clusters Score -3107491 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 19068 members 
Entering Unmasked Estep 
Score: -3107496.500000 Penalty: 4997.513672
	Iteration 51Q: 3 clusters Score -3107496 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 19080 members 
Entering Unmasked Estep 
Score: -3107504.750000 Penalty: 4997.513672
	Iteration 52Q: 3 clusters Score -3107505 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 19090 members 
Entering Unmasked Estep 
Score: -3107492.750000 Penalty: 4997.513672
	Iteration 53Q: 3 clusters Score -3107493 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 19101 members 
Entering Unmasked Estep 
Score: -3107495.500000 Penalty: 4997.513672
	Iteration 54Q: 3 clusters Score -3107496 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 19113 members 
Entering Unmasked Estep 
Score: -3107509.500000 Penalty: 4997.513672
	Iteration 55Q: 3 clusters Score -3107510 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 19123 members 
Entering Unmasked Estep 
Score: -3107508.500000 Penalty: 4997.513672
	Iteration 56Q: 3 clusters Score -3107508 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 19128 members 
Entering Unmasked Estep 
Score: -3107514.000000 Penalty: 4997.513672
	Iteration 57Q: 3 clusters Score -3107514 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 19131 members 
Entering Unmasked Estep 
Score: -3107511.500000 Penalty: 4997.513672
	Iteration 58Q: 3 clusters Score -3107512 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 19136 members 
Entering Unmasked Estep 
Score: -3107517.750000 Penalty: 4997.513672
	Iteration 59Q: 3 clusters Score -3107518 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 19140 members 
Entering Unmasked Estep 
Score: -3107519.000000 Penalty: 4997.513672
	Iteration 60F: 3 clusters Score -3107519 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 19143 members 
Entering Unmasked Estep 
Score: -3107516.250000 Penalty: 4997.513672
	Iteration 61Q: 3 clusters Score -3107516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 19145 members 
Entering Unmasked Estep 
Score: -3107516.250000 Penalty: 4997.513672
	Iteration 62Q: 3 clusters Score -3107516 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 19149 members 
Entering Unmasked Estep 
Score: -3107520.000000 Penalty: 4997.513672
	Iteration 63Q: 3 clusters Score -3107520 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 19153 members 
Entering Unmasked Estep 
Score: -3107521.750000 Penalty: 4997.513672
	Iteration 64Q: 3 clusters Score -3107522 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 19158 members 
Entering Unmasked Estep 
Score: -3107521.000000 Penalty: 4997.513672
	Iteration 65Q: 3 clusters Score -3107521 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 19160 members 
Entering Unmasked Estep 
Score: -3107513.250000 Penalty: 4997.513672
	Iteration 66Q: 3 clusters Score -3107513 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 19164 members 
Entering Unmasked Estep 
Score: -3107513.750000 Penalty: 4997.513672
	Iteration 67Q: 3 clusters Score -3107514 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 19169 members 
Entering Unmasked Estep 
Score: -3107509.750000 Penalty: 4997.513672
	Iteration 68Q: 3 clusters Score -3107510 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 19177 members 
Entering Unmasked Estep 
Score: -3107513.250000 Penalty: 4997.513672
	Iteration 69Q: 3 clusters Score -3107513 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 19181 members 
Entering Unmasked Estep 
Score: -3107512.000000 Penalty: 4997.513672
	Iteration 70Q: 3 clusters Score -3107512 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 19188 members 
Entering Unmasked Estep 
Score: -3107511.500000 Penalty: 4997.513672
	Iteration 71Q: 3 clusters Score -3107512 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 19197 members 
Entering Unmasked Estep 
Score: -3107517.250000 Penalty: 4997.513672
	Iteration 72Q: 3 clusters Score -3107517 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 19201 members 
Entering Unmasked Estep 
Score: -3107518.500000 Penalty: 4997.513672
	Iteration 73Q: 3 clusters Score -3107518 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 19205 members 
Entering Unmasked Estep 
Score: -3107522.000000 Penalty: 4997.513672
	Iteration 74Q: 3 clusters Score -3107522 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 19209 members 
Entering Unmasked Estep 
Score: -3107520.250000 Penalty: 4997.513672
	Iteration 75Q: 3 clusters Score -3107520 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 19214 members 
Entering Unmasked Estep 
Score: -3107515.750000 Penalty: 4997.513672
	Iteration 76Q: 3 clusters Score -3107516 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 19220 members 
Entering Unmasked Estep 
Score: -3107518.750000 Penalty: 4997.513672
	Iteration 77Q: 3 clusters Score -3107519 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 19226 members 
Entering Unmasked Estep 
Score: -3107518.250000 Penalty: 4997.513672
	Iteration 78Q: 3 clusters Score -3107518 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 19232 members 
Entering Unmasked Estep 
Score: -3107517.750000 Penalty: 4997.513672
	Iteration 79Q: 3 clusters Score -3107518 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 19235 members 
Entering Unmasked Estep 
Score: -3107518.000000 Penalty: 4997.513672
	Iteration 80F: 3 clusters Score -3107518 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 19240 members 
Entering Unmasked Estep 
Score: -3107521.250000 Penalty: 4997.513672
	Iteration 81Q: 3 clusters Score -3107521 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 19245 members 
Entering Unmasked Estep 
Score: -3107519.250000 Penalty: 4997.513672
	Iteration 82Q: 3 clusters Score -3107519 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 19253 members 
Entering Unmasked Estep 
Score: -3107525.750000 Penalty: 4997.513672
	Iteration 83Q: 3 clusters Score -3107526 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 19260 members 
Entering Unmasked Estep 
Score: -3107520.750000 Penalty: 4997.513672
	Iteration 84Q: 3 clusters Score -3107521 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 19264 members 
Entering Unmasked Estep 
Score: -3107526.000000 Penalty: 4997.513672
	Iteration 85Q: 3 clusters Score -3107526 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 19267 members 
Entering Unmasked Estep 
Score: -3107527.500000 Penalty: 4997.513672
	Iteration 86Q: 3 clusters Score -3107528 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 19273 members 
Entering Unmasked Estep 
Score: -3107521.750000 Penalty: 4997.513672
	Iteration 87Q: 3 clusters Score -3107522 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 19281 members 
Entering Unmasked Estep 
Score: -3107521.750000 Penalty: 4997.513672
	Iteration 88Q: 3 clusters Score -3107522 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 19290 members 
Entering Unmasked Estep 
Score: -3107522.500000 Penalty: 4997.513672
	Iteration 89Q: 3 clusters Score -3107522 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 19303 members 
Entering Unmasked Estep 
Score: -3107530.000000 Penalty: 4997.513672
	Iteration 90Q: 3 clusters Score -3107530 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 19316 members 
Entering Unmasked Estep 
Score: -3107531.500000 Penalty: 4997.513672
	Iteration 91Q: 3 clusters Score -3107532 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 19321 members 
Entering Unmasked Estep 
Score: -3107530.750000 Penalty: 4997.513672
	Iteration 92Q: 3 clusters Score -3107531 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 19327 members 
Entering Unmasked Estep 
Score: -3107533.750000 Penalty: 4997.513672
	Iteration 93Q: 3 clusters Score -3107534 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 19332 members 
Entering Unmasked Estep 
Score: -3107533.750000 Penalty: 4997.513672
	Iteration 94Q: 3 clusters Score -3107534 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 19339 members 
Entering Unmasked Estep 
Score: -3107532.250000 Penalty: 4997.513672
	Iteration 95Q: 3 clusters Score -3107532 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 19344 members 
Entering Unmasked Estep 
Score: -3107538.250000 Penalty: 4997.513672
	Iteration 96Q: 3 clusters Score -3107538 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 19349 members 
Entering Unmasked Estep 
Score: -3107537.250000 Penalty: 4997.513672
	Iteration 97Q: 3 clusters Score -3107537 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 19353 members 
Entering Unmasked Estep 
Score: -3107534.750000 Penalty: 4997.513672
	Iteration 98Q: 3 clusters Score -3107535 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 19356 members 
Entering Unmasked Estep 
Score: -3107536.500000 Penalty: 4997.513672
	Iteration 99Q: 3 clusters Score -3107536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 19358 members 
Entering Unmasked Estep 
Score: -3107532.250000 Penalty: 4997.513672
	Iteration 100F: 3 clusters Score -3107532 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 19359 members 
Entering Unmasked Estep 
Score: -3107530.500000 Penalty: 4997.513672
	Iteration 101Q: 3 clusters Score -3107530 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 19359 members 
Entering Unmasked Estep 
Score: -3107530.500000 Penalty: 4997.513672
	Iteration 102F: 3 clusters Score -3107530 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (11210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11210 members 
Entering Unmasked Estep 
Score: -1409865.250000 Penalty: 2312.491211
	Iteration 0F: 2 clusters Score -1409865 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -1401475.750000 Penalty: 4624.982422
	Iteration 0F: 3 clusters Score -1401476 nChanged 4644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -1404040.375000 Penalty: 4624.982422
	Iteration 1F: 3 clusters Score -1404040 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -1404455.750000 Penalty: 4624.982422
	Iteration 2F: 3 clusters Score -1404456 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -1404816.625000 Penalty: 4624.982422
	Iteration 3F: 3 clusters Score -1404817 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -1405174.250000 Penalty: 4624.982422
	Iteration 4F: 3 clusters Score -1405174 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -1405564.875000 Penalty: 4624.982422
	Iteration 5Q: 3 clusters Score -1405565 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -1406048.625000 Penalty: 4624.982422
	Iteration 6F: 3 clusters Score -1406049 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -1406592.125000 Penalty: 4624.982422
	Iteration 7F: 3 clusters Score -1406592 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -1407070.625000 Penalty: 4624.982422
	Iteration 8Q: 3 clusters Score -1407071 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -1407421.125000 Penalty: 4624.982422
	Iteration 9Q: 3 clusters Score -1407421 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -1407654.500000 Penalty: 4624.982422
	Iteration 10Q: 3 clusters Score -1407654 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -1407803.250000 Penalty: 4624.982422
	Iteration 11Q: 3 clusters Score -1407803 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9462 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -1407906.250000 Penalty: 4624.982422
	Iteration 12Q: 3 clusters Score -1407906 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9548 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -1407987.250000 Penalty: 4624.982422
	Iteration 13Q: 3 clusters Score -1407987 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -1408053.750000 Penalty: 4624.982422
	Iteration 14Q: 3 clusters Score -1408054 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -1408101.750000 Penalty: 4624.982422
	Iteration 15Q: 3 clusters Score -1408102 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -1408149.625000 Penalty: 4624.982422
	Iteration 16Q: 3 clusters Score -1408150 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -1408177.125000 Penalty: 4624.982422
	Iteration 17Q: 3 clusters Score -1408177 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9793 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -1408194.625000 Penalty: 4624.982422
	Iteration 18Q: 3 clusters Score -1408195 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -1408211.250000 Penalty: 4624.982422
	Iteration 19Q: 3 clusters Score -1408211 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -1408226.250000 Penalty: 4624.982422
	Iteration 20F: 3 clusters Score -1408226 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -1408242.000000 Penalty: 4624.982422
	Iteration 21Q: 3 clusters Score -1408242 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9894 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -1408259.250000 Penalty: 4624.982422
	Iteration 22Q: 3 clusters Score -1408259 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -1408281.125000 Penalty: 4624.982422
	Iteration 23Q: 3 clusters Score -1408281 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -1408319.125000 Penalty: 4624.982422
	Iteration 24Q: 3 clusters Score -1408319 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9987 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -1408403.625000 Penalty: 4624.982422
	Iteration 25Q: 3 clusters Score -1408404 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -1408507.125000 Penalty: 4624.982422
	Iteration 26Q: 3 clusters Score -1408507 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10049 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -1408550.500000 Penalty: 4624.982422
	Iteration 27Q: 3 clusters Score -1408550 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10065 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -1408569.250000 Penalty: 4624.982422
	Iteration 28Q: 3 clusters Score -1408569 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10069 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1408585.625000 Penalty: 4624.982422
	Iteration 29Q: 3 clusters Score -1408586 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -1408592.000000 Penalty: 4624.982422
	Iteration 30Q: 3 clusters Score -1408592 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -1408599.250000 Penalty: 4624.982422
	Iteration 31Q: 3 clusters Score -1408599 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -1408603.875000 Penalty: 4624.982422
	Iteration 32Q: 3 clusters Score -1408604 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -1408608.375000 Penalty: 4624.982422
	Iteration 33Q: 3 clusters Score -1408608 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10086 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -1408610.875000 Penalty: 4624.982422
	Iteration 34Q: 3 clusters Score -1408611 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10086 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -1408611.500000 Penalty: 4624.982422
	Iteration 35Q: 3 clusters Score -1408612 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -1408611.875000 Penalty: 4624.982422
	Iteration 36Q: 3 clusters Score -1408612 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10083 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -1408617.750000 Penalty: 4624.982422
	Iteration 37Q: 3 clusters Score -1408618 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10082 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1408620.375000 Penalty: 4624.982422
	Iteration 38Q: 3 clusters Score -1408620 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -1408624.750000 Penalty: 4624.982422
	Iteration 39Q: 3 clusters Score -1408625 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -1408627.625000 Penalty: 4624.982422
	Iteration 40F: 3 clusters Score -1408628 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10084 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -1408632.000000 Penalty: 4624.982422
	Iteration 41Q: 3 clusters Score -1408632 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -1408634.375000 Penalty: 4624.982422
	Iteration 42Q: 3 clusters Score -1408634 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10076 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -1408640.750000 Penalty: 4624.982422
	Iteration 43Q: 3 clusters Score -1408641 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10062 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -1408649.000000 Penalty: 4624.982422
	Iteration 44Q: 3 clusters Score -1408649 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10053 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -1408654.250000 Penalty: 4624.982422
	Iteration 45Q: 3 clusters Score -1408654 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -1408667.000000 Penalty: 4624.982422
	Iteration 46Q: 3 clusters Score -1408667 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10027 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1408677.250000 Penalty: 4624.982422
	Iteration 47Q: 3 clusters Score -1408677 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10009 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -1408687.000000 Penalty: 4624.982422
	Iteration 48Q: 3 clusters Score -1408687 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9998 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -1408699.625000 Penalty: 4624.982422
	Iteration 49Q: 3 clusters Score -1408700 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9988 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -1408713.250000 Penalty: 4624.982422
	Iteration 50Q: 3 clusters Score -1408713 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -1408716.875000 Penalty: 4624.982422
	Iteration 51Q: 3 clusters Score -1408717 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -1408731.375000 Penalty: 4624.982422
	Iteration 52Q: 3 clusters Score -1408731 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9963 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -1408739.125000 Penalty: 4624.982422
	Iteration 53Q: 3 clusters Score -1408739 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9956 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -1408741.750000 Penalty: 4624.982422
	Iteration 54Q: 3 clusters Score -1408742 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9949 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -1408743.875000 Penalty: 4624.982422
	Iteration 55Q: 3 clusters Score -1408744 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -1408744.375000 Penalty: 4624.982422
	Iteration 56Q: 3 clusters Score -1408744 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9942 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -1408751.625000 Penalty: 4624.982422
	Iteration 57Q: 3 clusters Score -1408752 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9943 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -1408751.375000 Penalty: 4624.982422
	Iteration 58Q: 3 clusters Score -1408751 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9943 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -1408753.875000 Penalty: 4624.982422
	Iteration 59Q: 3 clusters Score -1408754 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9944 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -1408756.125000 Penalty: 4624.982422
	Iteration 60F: 3 clusters Score -1408756 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -1408758.375000 Penalty: 4624.982422
	Iteration 61Q: 3 clusters Score -1408758 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9945 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -1408762.250000 Penalty: 4624.982422
	Iteration 62Q: 3 clusters Score -1408762 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9943 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -1408767.125000 Penalty: 4624.982422
	Iteration 63Q: 3 clusters Score -1408767 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9940 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1408771.625000 Penalty: 4624.982422
	Iteration 64Q: 3 clusters Score -1408772 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9939 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -1408770.750000 Penalty: 4624.982422
	Iteration 65Q: 3 clusters Score -1408771 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9939 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -1408771.750000 Penalty: 4624.982422
	Iteration 66Q: 3 clusters Score -1408772 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9940 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1408771.125000 Penalty: 4624.982422
	Iteration 67Q: 3 clusters Score -1408771 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9942 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -1408771.750000 Penalty: 4624.982422
	Iteration 68Q: 3 clusters Score -1408772 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9940 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1408773.875000 Penalty: 4624.982422
	Iteration 69Q: 3 clusters Score -1408774 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -1408771.125000 Penalty: 4624.982422
	Iteration 70Q: 3 clusters Score -1408771 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -1408771.125000 Penalty: 4624.982422
	Iteration 71F: 3 clusters Score -1408771 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Entering Unmasked Estep 
Score: -29239.156250 Penalty: 1531.614990
	Iteration 0F: 2 clusters Score -29239.16 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 236 members 
Entering Unmasked Estep 
Score: -27997.687500 Penalty: 3063.229980
	Iteration 0F: 3 clusters Score -27997.69 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -28433.347656 Penalty: 3063.229980
	Iteration 1F: 3 clusters Score -28433.35 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -28609.583984 Penalty: 3063.229980
	Iteration 2F: 3 clusters Score -28609.58 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -28706.687500 Penalty: 3063.229980
	Iteration 3F: 3 clusters Score -28706.69 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -28799.308594 Penalty: 3063.229980
	Iteration 4Q: 3 clusters Score -28799.31 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -28832.837891 Penalty: 3063.229980
	Iteration 5Q: 3 clusters Score -28832.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -28846.115234 Penalty: 3063.229980
	Iteration 6Q: 3 clusters Score -28846.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -28846.115234 Penalty: 3063.229980
	Iteration 7F: 3 clusters Score -28846.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (2848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Entering Unmasked Estep 
Score: -354596.468750 Penalty: 1972.684326
	Iteration 0F: 2 clusters Score -354596.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -351414.437500 Penalty: 3945.368652
	Iteration 0F: 3 clusters Score -351414.4 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -352067.718750 Penalty: 3945.368652
	Iteration 1F: 3 clusters Score -352067.7 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -352232.781250 Penalty: 3945.368652
	Iteration 2F: 3 clusters Score -352232.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -352308.812500 Penalty: 3945.368652
	Iteration 3Q: 3 clusters Score -352308.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -352355.593750 Penalty: 3945.368652
	Iteration 4Q: 3 clusters Score -352355.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -352386.968750 Penalty: 3945.368652
	Iteration 5Q: 3 clusters Score -352387 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -352412.406250 Penalty: 3945.368652
	Iteration 6Q: 3 clusters Score -352412.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -352438.000000 Penalty: 3945.368652
	Iteration 7Q: 3 clusters Score -352438 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -352461.312500 Penalty: 3945.368652
	Iteration 8Q: 3 clusters Score -352461.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -352479.843750 Penalty: 3945.368652
	Iteration 9Q: 3 clusters Score -352479.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -352494.437500 Penalty: 3945.368652
	Iteration 10Q: 3 clusters Score -352494.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -352505.937500 Penalty: 3945.368652
	Iteration 11Q: 3 clusters Score -352505.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -352511.906250 Penalty: 3945.368652
	Iteration 12Q: 3 clusters Score -352511.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -352518.718750 Penalty: 3945.368652
	Iteration 13Q: 3 clusters Score -352518.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -352524.187500 Penalty: 3945.368652
	Iteration 14Q: 3 clusters Score -352524.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -352531.875000 Penalty: 3945.368652
	Iteration 15Q: 3 clusters Score -352531.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -352538.218750 Penalty: 3945.368652
	Iteration 16Q: 3 clusters Score -352538.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -352545.500000 Penalty: 3945.368652
	Iteration 17Q: 3 clusters Score -352545.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -352548.718750 Penalty: 3945.368652
	Iteration 18Q: 3 clusters Score -352548.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -352552.562500 Penalty: 3945.368652
	Iteration 19Q: 3 clusters Score -352552.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -352555.187500 Penalty: 3945.368652
	Iteration 20F: 3 clusters Score -352555.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -352558.281250 Penalty: 3945.368652
	Iteration 21Q: 3 clusters Score -352558.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -352561.093750 Penalty: 3945.368652
	Iteration 22Q: 3 clusters Score -352561.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -352563.593750 Penalty: 3945.368652
	Iteration 23Q: 3 clusters Score -352563.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -352565.843750 Penalty: 3945.368652
	Iteration 24Q: 3 clusters Score -352565.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -352568.312500 Penalty: 3945.368652
	Iteration 25Q: 3 clusters Score -352568.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -352571.593750 Penalty: 3945.368652
	Iteration 26Q: 3 clusters Score -352571.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -352574.562500 Penalty: 3945.368652
	Iteration 27Q: 3 clusters Score -352574.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -352575.968750 Penalty: 3945.368652
	Iteration 28Q: 3 clusters Score -352576 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -352575.968750 Penalty: 3945.368652
	Iteration 29F: 3 clusters Score -352576 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Entering Unmasked Estep 
Score: -67102.507812 Penalty: 1518.378174
	Iteration 0F: 2 clusters Score -67102.51 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 223 members 
Entering Unmasked Estep 
Score: -65755.460938 Penalty: 3036.756348
	Iteration 0F: 3 clusters Score -65755.46 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -66221.953125 Penalty: 3036.756348
	Iteration 1F: 3 clusters Score -66221.95 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -66535.601562 Penalty: 3036.756348
	Iteration 2F: 3 clusters Score -66535.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -66690.343750 Penalty: 3036.756348
	Iteration 3F: 3 clusters Score -66690.34 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -66925.679688 Penalty: 3036.756348
	Iteration 4F: 3 clusters Score -66925.68 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -67033.429688 Penalty: 3036.756348
	Iteration 5Q: 3 clusters Score -67033.43 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -67105.335938 Penalty: 3036.756348
	Iteration 6Q: 3 clusters Score -67105.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -67130.937500 Penalty: 3036.756348
	Iteration 7Q: 3 clusters Score -67130.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -67162.484375 Penalty: 3036.756348
	Iteration 8Q: 3 clusters Score -67162.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -67167.109375 Penalty: 3036.756348
	Iteration 9Q: 3 clusters Score -67167.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -67171.476562 Penalty: 3036.756348
	Iteration 10Q: 3 clusters Score -67171.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -67174.117188 Penalty: 3036.756348
	Iteration 11Q: 3 clusters Score -67174.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -67174.117188 Penalty: 3036.756348
	Iteration 12F: 3 clusters Score -67174.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 2524 members 
Mstep: Class 3 contains 4147 members 
Mstep: Class 4 contains 12067 members 
Mstep: Class 5 contains 3165 members 
Mstep: Class 6 contains 2545 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7722 members 
Mstep: Class 9 contains 173209 members 
Mstep: Class 10 contains 8527 members 
Mstep: Class 11 contains 3838 members 
Mstep: Class 12 contains 23331 members 
Mstep: Class 13 contains 4025 members 
Mstep: Class 14 contains 6781 members 
Mstep: Class 15 contains 180815 members 
Mstep: Class 16 contains 217447 members 
Mstep: Class 17 contains 11781 members 
Mstep: Class 18 contains 29348 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4180 members 
Mstep: Class 21 contains 22387 members 
Mstep: Class 22 contains 50948 members 
Mstep: Class 23 contains 4484 members 
Mstep: Class 24 contains 2372 members 
Mstep: Class 25 contains 39552 members 
Mstep: Class 26 contains 37621 members 
Mstep: Class 27 contains 6285 members 
Mstep: Class 28 contains 25985 members 
Mstep: Class 29 contains 7512 members 
Mstep: Class 30 contains 19615 members 
Mstep: Class 31 contains 5508 members 
Mstep: Class 32 contains 17740 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11722 members 
Mstep: Class 35 contains 61501 members 
Mstep: Class 36 contains 26410 members 
Mstep: Class 37 contains 7329 members 
Mstep: Class 38 contains 254 members 
Mstep: Class 39 contains 3643 members 
Mstep: Class 40 contains 2907 members 
Mstep: Class 41 contains 23757 members 
Mstep: Class 42 contains 11210 members 
Mstep: Class 43 contains 481 members 
Mstep: Class 44 contains 2848 members 
Mstep: Class 45 contains 326 members 
Mstep: Class 46 contains 10291 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27563 members 
Mstep: Class 49 contains 7882 members 
Mstep: Class 50 contains 313 members 
Mstep: Class 51 contains 28858 members 
Mstep: Class 52 contains 248 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 366 members 
Mstep: Class 56 contains 1130 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 404 members 
Mstep: Class 59 contains 911 members 
Mstep: Class 60 contains 337 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 334 members 
Mstep: Class 63 contains 1106 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 666 members 
Mstep: Class 67 contains 1418 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 306 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 436 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1695 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2137 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 193 members 
Mstep: Class 79 contains 130 members 
Entering Unmasked Estep 
Score: -147540544.000000 Penalty: 274052.718750
Splitting cluster 45 changes total score from -147542160.000000 to -147540544.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 46 (10291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10291 members 
Entering Unmasked Estep 
Score: -1299610.750000 Penalty: 2291.278320
	Iteration 0F: 2 clusters Score -1299611 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -1291680.000000 Penalty: 4582.556641
	Iteration 0F: 3 clusters Score -1291680 nChanged 4325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -1293950.875000 Penalty: 4582.556641
	Iteration 1F: 3 clusters Score -1293951 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -1294247.750000 Penalty: 4582.556641
	Iteration 2F: 3 clusters Score -1294248 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -1294507.250000 Penalty: 4582.556641
	Iteration 3F: 3 clusters Score -1294507 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -1294734.500000 Penalty: 4582.556641
	Iteration 4Q: 3 clusters Score -1294734 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -1295013.125000 Penalty: 4582.556641
	Iteration 5Q: 3 clusters Score -1295013 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -1295363.000000 Penalty: 4582.556641
	Iteration 6Q: 3 clusters Score -1295363 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -1295769.625000 Penalty: 4582.556641
	Iteration 7F: 3 clusters Score -1295770 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -1296209.000000 Penalty: 4582.556641
	Iteration 8F: 3 clusters Score -1296209 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -1296668.750000 Penalty: 4582.556641
	Iteration 9Q: 3 clusters Score -1296669 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8781 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -1296987.250000 Penalty: 4582.556641
	Iteration 10Q: 3 clusters Score -1296987 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -1297190.000000 Penalty: 4582.556641
	Iteration 11Q: 3 clusters Score -1297190 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -1297348.250000 Penalty: 4582.556641
	Iteration 12Q: 3 clusters Score -1297348 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -1297454.750000 Penalty: 4582.556641
	Iteration 13Q: 3 clusters Score -1297455 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9355 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1297535.125000 Penalty: 4582.556641
	Iteration 14Q: 3 clusters Score -1297535 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -1297596.875000 Penalty: 4582.556641
	Iteration 15Q: 3 clusters Score -1297597 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -1297640.000000 Penalty: 4582.556641
	Iteration 16Q: 3 clusters Score -1297640 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -1297680.125000 Penalty: 4582.556641
	Iteration 17Q: 3 clusters Score -1297680 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -1297703.125000 Penalty: 4582.556641
	Iteration 18Q: 3 clusters Score -1297703 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -1297713.375000 Penalty: 4582.556641
	Iteration 19Q: 3 clusters Score -1297713 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9552 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -1297721.250000 Penalty: 4582.556641
	Iteration 20F: 3 clusters Score -1297721 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9558 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -1297725.750000 Penalty: 4582.556641
	Iteration 21Q: 3 clusters Score -1297726 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -1297729.250000 Penalty: 4582.556641
	Iteration 22Q: 3 clusters Score -1297729 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -1297732.125000 Penalty: 4582.556641
	Iteration 23Q: 3 clusters Score -1297732 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1297734.375000 Penalty: 4582.556641
	Iteration 24Q: 3 clusters Score -1297734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -1297733.500000 Penalty: 4582.556641
	Iteration 25Q: 3 clusters Score -1297734 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -1297733.500000 Penalty: 4582.556641
	Iteration 26Q: 3 clusters Score -1297734 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1297733.750000 Penalty: 4582.556641
	Iteration 27Q: 3 clusters Score -1297734 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1297735.750000 Penalty: 4582.556641
	Iteration 28Q: 3 clusters Score -1297736 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1297735.750000 Penalty: 4582.556641
	Iteration 29F: 3 clusters Score -1297736 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Entering Unmasked Estep 
Score: -27529.277344 Penalty: 1394.756348
	Iteration 0F: 2 clusters Score -27529.28 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 151 members 
Entering Unmasked Estep 
Score: -26395.980469 Penalty: 2789.512695
	Iteration 0F: 3 clusters Score -26395.98 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -26515.707031 Penalty: 2789.512695
	Iteration 1F: 3 clusters Score -26515.71 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -26549.054688 Penalty: 2789.512695
	Iteration 2Q: 3 clusters Score -26549.05 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -26578.183594 Penalty: 2789.512695
	Iteration 3Q: 3 clusters Score -26578.18 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -26598.482422 Penalty: 2789.512695
	Iteration 4Q: 3 clusters Score -26598.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -26606.833984 Penalty: 2789.512695
	Iteration 5Q: 3 clusters Score -26606.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -26616.910156 Penalty: 2789.512695
	Iteration 6Q: 3 clusters Score -26616.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -26618.349609 Penalty: 2789.512695
	Iteration 7Q: 3 clusters Score -26618.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -26618.349609 Penalty: 2789.512695
	Iteration 8F: 3 clusters Score -26618.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (27563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27563 members 
Entering Unmasked Estep 
Score: -3509248.750000 Penalty: 2535.608887
	Iteration 0F: 2 clusters Score -3509249 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13875 members 
Mstep: Class 2 contains 13688 members 
Entering Unmasked Estep 
Score: -3490183.500000 Penalty: 5071.217773
	Iteration 0F: 3 clusters Score -3490184 nChanged 12435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14218 members 
Mstep: Class 2 contains 13345 members 
Entering Unmasked Estep 
Score: -3497142.750000 Penalty: 5071.217773
	Iteration 1F: 3 clusters Score -3497143 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14592 members 
Mstep: Class 2 contains 12971 members 
Entering Unmasked Estep 
Score: -3497749.500000 Penalty: 5071.217773
	Iteration 2F: 3 clusters Score -3497750 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15203 members 
Mstep: Class 2 contains 12360 members 
Entering Unmasked Estep 
Score: -3498488.750000 Penalty: 5071.217773
	Iteration 3F: 3 clusters Score -3498489 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16105 members 
Mstep: Class 2 contains 11458 members 
Entering Unmasked Estep 
Score: -3499371.000000 Penalty: 5071.217773
	Iteration 4F: 3 clusters Score -3499371 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17299 members 
Mstep: Class 2 contains 10264 members 
Entering Unmasked Estep 
Score: -3500556.500000 Penalty: 5071.217773
	Iteration 5F: 3 clusters Score -3500556 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18808 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -3502101.000000 Penalty: 5071.217773
	Iteration 6F: 3 clusters Score -3502101 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20283 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -3503725.750000 Penalty: 5071.217773
	Iteration 7F: 3 clusters Score -3503726 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21411 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -3505065.250000 Penalty: 5071.217773
	Iteration 8F: 3 clusters Score -3505065 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22157 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -3506022.250000 Penalty: 5071.217773
	Iteration 9Q: 3 clusters Score -3506022 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22635 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -3506670.500000 Penalty: 5071.217773
	Iteration 10Q: 3 clusters Score -3506670 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22942 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -3507076.250000 Penalty: 5071.217773
	Iteration 11Q: 3 clusters Score -3507076 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23118 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -3507311.250000 Penalty: 5071.217773
	Iteration 12Q: 3 clusters Score -3507311 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23234 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -3507482.000000 Penalty: 5071.217773
	Iteration 13Q: 3 clusters Score -3507482 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23315 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -3507610.000000 Penalty: 5071.217773
	Iteration 14Q: 3 clusters Score -3507610 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23397 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -3507711.750000 Penalty: 5071.217773
	Iteration 15Q: 3 clusters Score -3507712 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23452 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -3507797.000000 Penalty: 5071.217773
	Iteration 16Q: 3 clusters Score -3507797 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23508 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -3507884.500000 Penalty: 5071.217773
	Iteration 17Q: 3 clusters Score -3507884 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23543 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -3507921.250000 Penalty: 5071.217773
	Iteration 18Q: 3 clusters Score -3507921 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23555 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -3507927.000000 Penalty: 5071.217773
	Iteration 19Q: 3 clusters Score -3507927 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23572 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -3507947.250000 Penalty: 5071.217773
	Iteration 20F: 3 clusters Score -3507947 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23589 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -3507954.750000 Penalty: 5071.217773
	Iteration 21Q: 3 clusters Score -3507955 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23600 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -3507973.000000 Penalty: 5071.217773
	Iteration 22Q: 3 clusters Score -3507973 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23611 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -3507988.500000 Penalty: 5071.217773
	Iteration 23Q: 3 clusters Score -3507988 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23614 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -3507993.000000 Penalty: 5071.217773
	Iteration 24Q: 3 clusters Score -3507993 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23617 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -3507995.000000 Penalty: 5071.217773
	Iteration 25Q: 3 clusters Score -3507995 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23623 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -3507993.500000 Penalty: 5071.217773
	Iteration 26Q: 3 clusters Score -3507994 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23645 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -3508000.500000 Penalty: 5071.217773
	Iteration 27Q: 3 clusters Score -3508000 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23648 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -3508001.500000 Penalty: 5071.217773
	Iteration 28Q: 3 clusters Score -3508002 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23651 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -3508008.000000 Penalty: 5071.217773
	Iteration 29Q: 3 clusters Score -3508008 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23650 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -3508008.000000 Penalty: 5071.217773
	Iteration 30Q: 3 clusters Score -3508008 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23649 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -3508007.250000 Penalty: 5071.217773
	Iteration 31Q: 3 clusters Score -3508007 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23649 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -3508007.250000 Penalty: 5071.217773
	Iteration 32F: 3 clusters Score -3508007 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (7882 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Entering Unmasked Estep 
Score: -974684.312500 Penalty: 2225.139404
	Iteration 0F: 2 clusters Score -974684.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -968356.062500 Penalty: 4450.278809
	Iteration 0F: 3 clusters Score -968356.1 nChanged 3200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -970149.000000 Penalty: 4450.278809
	Iteration 1F: 3 clusters Score -970149 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -970413.375000 Penalty: 4450.278809
	Iteration 2F: 3 clusters Score -970413.4 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -970627.937500 Penalty: 4450.278809
	Iteration 3F: 3 clusters Score -970627.9 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -970814.250000 Penalty: 4450.278809
	Iteration 4Q: 3 clusters Score -970814.2 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -971008.812500 Penalty: 4450.278809
	Iteration 5Q: 3 clusters Score -971008.8 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -971204.937500 Penalty: 4450.278809
	Iteration 6Q: 3 clusters Score -971204.9 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -971399.562500 Penalty: 4450.278809
	Iteration 7Q: 3 clusters Score -971399.6 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -971604.187500 Penalty: 4450.278809
	Iteration 8Q: 3 clusters Score -971604.2 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -971806.125000 Penalty: 4450.278809
	Iteration 9Q: 3 clusters Score -971806.1 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -972009.562500 Penalty: 4450.278809
	Iteration 10Q: 3 clusters Score -972009.6 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -972168.562500 Penalty: 4450.278809
	Iteration 11Q: 3 clusters Score -972168.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -972293.250000 Penalty: 4450.278809
	Iteration 12Q: 3 clusters Score -972293.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -972386.500000 Penalty: 4450.278809
	Iteration 13Q: 3 clusters Score -972386.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -972461.875000 Penalty: 4450.278809
	Iteration 14Q: 3 clusters Score -972461.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -972524.062500 Penalty: 4450.278809
	Iteration 15Q: 3 clusters Score -972524.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -972570.312500 Penalty: 4450.278809
	Iteration 16Q: 3 clusters Score -972570.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -972622.750000 Penalty: 4450.278809
	Iteration 17Q: 3 clusters Score -972622.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -972673.562500 Penalty: 4450.278809
	Iteration 18Q: 3 clusters Score -972673.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -972717.500000 Penalty: 4450.278809
	Iteration 19Q: 3 clusters Score -972717.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -972756.625000 Penalty: 4450.278809
	Iteration 20F: 3 clusters Score -972756.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -972791.125000 Penalty: 4450.278809
	Iteration 21Q: 3 clusters Score -972791.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -972821.562500 Penalty: 4450.278809
	Iteration 22Q: 3 clusters Score -972821.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -972836.687500 Penalty: 4450.278809
	Iteration 23Q: 3 clusters Score -972836.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -972849.625000 Penalty: 4450.278809
	Iteration 24Q: 3 clusters Score -972849.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -972863.875000 Penalty: 4450.278809
	Iteration 25Q: 3 clusters Score -972863.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -972874.250000 Penalty: 4450.278809
	Iteration 26Q: 3 clusters Score -972874.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -972885.875000 Penalty: 4450.278809
	Iteration 27Q: 3 clusters Score -972885.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -972892.312500 Penalty: 4450.278809
	Iteration 28Q: 3 clusters Score -972892.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -972897.437500 Penalty: 4450.278809
	Iteration 29Q: 3 clusters Score -972897.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -972902.875000 Penalty: 4450.278809
	Iteration 30Q: 3 clusters Score -972902.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -972911.250000 Penalty: 4450.278809
	Iteration 31Q: 3 clusters Score -972911.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -972916.375000 Penalty: 4450.278809
	Iteration 32Q: 3 clusters Score -972916.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -972916.875000 Penalty: 4450.278809
	Iteration 33Q: 3 clusters Score -972916.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -972919.812500 Penalty: 4450.278809
	Iteration 34Q: 3 clusters Score -972919.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -972920.312500 Penalty: 4450.278809
	Iteration 35Q: 3 clusters Score -972920.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -972920.687500 Penalty: 4450.278809
	Iteration 36Q: 3 clusters Score -972920.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -972922.687500 Penalty: 4450.278809
	Iteration 37Q: 3 clusters Score -972922.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -972925.375000 Penalty: 4450.278809
	Iteration 38Q: 3 clusters Score -972925.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -972926.875000 Penalty: 4450.278809
	Iteration 39Q: 3 clusters Score -972926.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -972928.875000 Penalty: 4450.278809
	Iteration 40F: 3 clusters Score -972928.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -972929.562500 Penalty: 4450.278809
	Iteration 41Q: 3 clusters Score -972929.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -972931.312500 Penalty: 4450.278809
	Iteration 42Q: 3 clusters Score -972931.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -972931.312500 Penalty: 4450.278809
	Iteration 43Q: 3 clusters Score -972931.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -972932.187500 Penalty: 4450.278809
	Iteration 44Q: 3 clusters Score -972932.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -972934.750000 Penalty: 4450.278809
	Iteration 45Q: 3 clusters Score -972934.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -972936.125000 Penalty: 4450.278809
	Iteration 46Q: 3 clusters Score -972936.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -972935.062500 Penalty: 4450.278809
	Iteration 47Q: 3 clusters Score -972935.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -972935.937500 Penalty: 4450.278809
	Iteration 48Q: 3 clusters Score -972935.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -972939.062500 Penalty: 4450.278809
	Iteration 49Q: 3 clusters Score -972939.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -972940.062500 Penalty: 4450.278809
	Iteration 50Q: 3 clusters Score -972940.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -972941.187500 Penalty: 4450.278809
	Iteration 51Q: 3 clusters Score -972941.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -972941.187500 Penalty: 4450.278809
	Iteration 52F: 3 clusters Score -972941.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Entering Unmasked Estep 
Score: -40599.035156 Penalty: 1425.058472
	Iteration 0F: 2 clusters Score -40599.04 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 157 members 
Entering Unmasked Estep 
Score: -39415.441406 Penalty: 2850.116943
	Iteration 0F: 3 clusters Score -39415.44 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -40005.476562 Penalty: 2850.116943
	Iteration 1F: 3 clusters Score -40005.48 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -40217.171875 Penalty: 2850.116943
	Iteration 2F: 3 clusters Score -40217.17 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -40347.324219 Penalty: 2850.116943
	Iteration 3Q: 3 clusters Score -40347.32 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -40456.777344 Penalty: 2850.116943
	Iteration 4Q: 3 clusters Score -40456.78 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -40514.128906 Penalty: 2850.116943
	Iteration 5Q: 3 clusters Score -40514.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -40516.617188 Penalty: 2850.116943
	Iteration 6F: 3 clusters Score -40516.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -40555.859375 Penalty: 2850.116943
	Iteration 7Q: 3 clusters Score -40555.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -40574.128906 Penalty: 2850.116943
	Iteration 8Q: 3 clusters Score -40574.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -40578.335938 Penalty: 2850.116943
	Iteration 9Q: 3 clusters Score -40578.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -40587.457031 Penalty: 2850.116943
	Iteration 10Q: 3 clusters Score -40587.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -40598.371094 Penalty: 2850.116943
	Iteration 11Q: 3 clusters Score -40598.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -40612.566406 Penalty: 2850.116943
	Iteration 12Q: 3 clusters Score -40612.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -40612.566406 Penalty: 2850.116943
	Iteration 13F: 3 clusters Score -40612.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 2524 members 
Mstep: Class 3 contains 4147 members 
Mstep: Class 4 contains 12067 members 
Mstep: Class 5 contains 3165 members 
Mstep: Class 6 contains 2545 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7722 members 
Mstep: Class 9 contains 173209 members 
Mstep: Class 10 contains 8527 members 
Mstep: Class 11 contains 3838 members 
Mstep: Class 12 contains 23331 members 
Mstep: Class 13 contains 4025 members 
Mstep: Class 14 contains 6781 members 
Mstep: Class 15 contains 180815 members 
Mstep: Class 16 contains 217447 members 
Mstep: Class 17 contains 11781 members 
Mstep: Class 18 contains 29348 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4180 members 
Mstep: Class 21 contains 22387 members 
Mstep: Class 22 contains 50948 members 
Mstep: Class 23 contains 4484 members 
Mstep: Class 24 contains 2372 members 
Mstep: Class 25 contains 39552 members 
Mstep: Class 26 contains 37621 members 
Mstep: Class 27 contains 6285 members 
Mstep: Class 28 contains 25985 members 
Mstep: Class 29 contains 7512 members 
Mstep: Class 30 contains 19615 members 
Mstep: Class 31 contains 5508 members 
Mstep: Class 32 contains 17740 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11722 members 
Mstep: Class 35 contains 61501 members 
Mstep: Class 36 contains 26410 members 
Mstep: Class 37 contains 7329 members 
Mstep: Class 38 contains 254 members 
Mstep: Class 39 contains 3643 members 
Mstep: Class 40 contains 2907 members 
Mstep: Class 41 contains 23757 members 
Mstep: Class 42 contains 11210 members 
Mstep: Class 43 contains 481 members 
Mstep: Class 44 contains 2848 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10291 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27563 members 
Mstep: Class 49 contains 7882 members 
Mstep: Class 50 contains 166 members 
Mstep: Class 51 contains 28858 members 
Mstep: Class 52 contains 248 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 366 members 
Mstep: Class 56 contains 1130 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 404 members 
Mstep: Class 59 contains 911 members 
Mstep: Class 60 contains 337 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 334 members 
Mstep: Class 63 contains 1106 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 666 members 
Mstep: Class 67 contains 1418 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 306 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 436 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1695 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2137 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 193 members 
Mstep: Class 79 contains 147 members 
Entering Unmasked Estep 
Score: -147540288.000000 Penalty: 274052.718750
Splitting cluster 50 changes total score from -147542160.000000 to -147540288.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 51 (28858 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28858 members 
Entering Unmasked Estep 
Score: -3807156.000000 Penalty: 2546.995361
	Iteration 0F: 2 clusters Score -3807156 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14618 members 
Mstep: Class 2 contains 14240 members 
Entering Unmasked Estep 
Score: -3787310.250000 Penalty: 5093.990723
	Iteration 0F: 3 clusters Score -3787310 nChanged 12893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15653 members 
Mstep: Class 2 contains 13205 members 
Entering Unmasked Estep 
Score: -3794173.750000 Penalty: 5093.990723
	Iteration 1F: 3 clusters Score -3794174 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16305 members 
Mstep: Class 2 contains 12553 members 
Entering Unmasked Estep 
Score: -3794665.500000 Penalty: 5093.990723
	Iteration 2Q: 3 clusters Score -3794666 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17208 members 
Mstep: Class 2 contains 11650 members 
Entering Unmasked Estep 
Score: -3795214.750000 Penalty: 5093.990723
	Iteration 3Q: 3 clusters Score -3795215 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18387 members 
Mstep: Class 2 contains 10471 members 
Entering Unmasked Estep 
Score: -3795909.500000 Penalty: 5093.990723
	Iteration 4Q: 3 clusters Score -3795910 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19936 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
Score: -3796923.500000 Penalty: 5093.990723
	Iteration 5F: 3 clusters Score -3796924 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21887 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -3798406.750000 Penalty: 5093.990723
	Iteration 6F: 3 clusters Score -3798407 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24030 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -3800261.250000 Penalty: 5093.990723
	Iteration 7F: 3 clusters Score -3800261 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26044 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -3802238.250000 Penalty: 5093.990723
	Iteration 8F: 3 clusters Score -3802238 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27455 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -3803596.500000 Penalty: 5093.990723
	Iteration 9Q: 3 clusters Score -3803596 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28174 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -3804320.000000 Penalty: 5093.990723
	Iteration 10Q: 3 clusters Score -3804320 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28449 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -3804656.500000 Penalty: 5093.990723
	Iteration 11Q: 3 clusters Score -3804656 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28543 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -3804798.500000 Penalty: 5093.990723
	Iteration 12Q: 3 clusters Score -3804798 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28579 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -3804873.250000 Penalty: 5093.990723
	Iteration 13Q: 3 clusters Score -3804873 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28595 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -3804912.500000 Penalty: 5093.990723
	Iteration 14Q: 3 clusters Score -3804912 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28600 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -3804926.250000 Penalty: 5093.990723
	Iteration 15Q: 3 clusters Score -3804926 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28604 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -3804933.250000 Penalty: 5093.990723
	Iteration 16Q: 3 clusters Score -3804933 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28609 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -3804944.500000 Penalty: 5093.990723
	Iteration 17Q: 3 clusters Score -3804944 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28615 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -3804955.750000 Penalty: 5093.990723
	Iteration 18Q: 3 clusters Score -3804956 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28620 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -3804969.000000 Penalty: 5093.990723
	Iteration 19Q: 3 clusters Score -3804969 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28623 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -3804979.750000 Penalty: 5093.990723
	Iteration 20F: 3 clusters Score -3804980 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28624 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -3804983.250000 Penalty: 5093.990723
	Iteration 21Q: 3 clusters Score -3804983 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28624 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -3804983.250000 Penalty: 5093.990723
	Iteration 22F: 3 clusters Score -3804983 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Entering Unmasked Estep 
Score: -29262.548828 Penalty: 1367.330322
	Iteration 0F: 2 clusters Score -29262.55 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 114 members 
Entering Unmasked Estep 
Score: -28239.630859 Penalty: 2734.660645
	Iteration 0F: 3 clusters Score -28239.63 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -28683.289062 Penalty: 2734.660645
	Iteration 1F: 3 clusters Score -28683.29 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -28831.908203 Penalty: 2734.660645
	Iteration 2F: 3 clusters Score -28831.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -28950.509766 Penalty: 2734.660645
	Iteration 3Q: 3 clusters Score -28950.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -28977.185547 Penalty: 2734.660645
	Iteration 4Q: 3 clusters Score -28977.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -29006.375000 Penalty: 2734.660645
	Iteration 5Q: 3 clusters Score -29006.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -29029.595703 Penalty: 2734.660645
	Iteration 6Q: 3 clusters Score -29029.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -29029.595703 Penalty: 2734.660645
	Iteration 7F: 3 clusters Score -29029.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (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: -61320.179688 Penalty: 1503.818726
	Iteration 0F: 2 clusters Score -61320.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -59915.757812 Penalty: 3007.637451
	Iteration 0F: 3 clusters Score -59915.76 nChanged 88
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: -60324.773438 Penalty: 3007.637451
	Iteration 1F: 3 clusters Score -60324.77 nChanged 36
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: -60620.511719 Penalty: 3007.637451
	Iteration 2F: 3 clusters Score -60620.51 nChanged 32
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: -60922.621094 Penalty: 3007.637451
	Iteration 3F: 3 clusters Score -60922.62 nChanged 20
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: -61082.292969 Penalty: 3007.637451
	Iteration 4Q: 3 clusters Score -61082.29 nChanged 21
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: -61482.812500 Penalty: 3007.637451
	Iteration 5Q: 3 clusters Score -61482.81 nChanged 14
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: -61732.359375 Penalty: 3007.637451
	Iteration 6Q: 3 clusters Score -61732.36 nChanged 7
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: -61764.621094 Penalty: 3007.637451
	Iteration 7Q: 3 clusters Score -61764.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -61806.187500 Penalty: 3007.637451
	Iteration 8Q: 3 clusters Score -61806.19 nChanged 5
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: -61849.019531 Penalty: 3007.637451
	Iteration 9Q: 3 clusters Score -61849.02 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: -61904.500000 Penalty: 3007.637451
	Iteration 10Q: 3 clusters Score -61904.5 nChanged 7
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: -62011.902344 Penalty: 3007.637451
	Iteration 11Q: 3 clusters Score -62011.9 nChanged 3
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: -62028.765625 Penalty: 3007.637451
	Iteration 12Q: 3 clusters Score -62028.77 nChanged 4
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: -62044.847656 Penalty: 3007.637451
	Iteration 13Q: 3 clusters Score -62044.85 nChanged 0
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: -62057.894531 Penalty: 3007.637451
	Iteration 14F: 3 clusters Score -62057.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -62090.546875 Penalty: 3007.637451
	Iteration 15Q: 3 clusters Score -62090.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -62095.011719 Penalty: 3007.637451
	Iteration 16Q: 3 clusters Score -62095.01 nChanged 1
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: -62096.820312 Penalty: 3007.637451
	Iteration 17Q: 3 clusters Score -62096.82 nChanged 0
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: -62096.820312 Penalty: 3007.637451
	Iteration 18F: 3 clusters Score -62096.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 2524 members 
Mstep: Class 3 contains 4147 members 
Mstep: Class 4 contains 12067 members 
Mstep: Class 5 contains 3165 members 
Mstep: Class 6 contains 2545 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7722 members 
Mstep: Class 9 contains 173209 members 
Mstep: Class 10 contains 8527 members 
Mstep: Class 11 contains 3838 members 
Mstep: Class 12 contains 23331 members 
Mstep: Class 13 contains 4025 members 
Mstep: Class 14 contains 6781 members 
Mstep: Class 15 contains 180815 members 
Mstep: Class 16 contains 217447 members 
Mstep: Class 17 contains 11781 members 
Mstep: Class 18 contains 29348 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4180 members 
Mstep: Class 21 contains 22387 members 
Mstep: Class 22 contains 50948 members 
Mstep: Class 23 contains 4484 members 
Mstep: Class 24 contains 2372 members 
Mstep: Class 25 contains 39552 members 
Mstep: Class 26 contains 37621 members 
Mstep: Class 27 contains 6285 members 
Mstep: Class 28 contains 25985 members 
Mstep: Class 29 contains 7512 members 
Mstep: Class 30 contains 19615 members 
Mstep: Class 31 contains 5508 members 
Mstep: Class 32 contains 17740 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11722 members 
Mstep: Class 35 contains 61501 members 
Mstep: Class 36 contains 26410 members 
Mstep: Class 37 contains 7329 members 
Mstep: Class 38 contains 254 members 
Mstep: Class 39 contains 3643 members 
Mstep: Class 40 contains 2907 members 
Mstep: Class 41 contains 23757 members 
Mstep: Class 42 contains 11210 members 
Mstep: Class 43 contains 481 members 
Mstep: Class 44 contains 2848 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10291 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27563 members 
Mstep: Class 49 contains 7882 members 
Mstep: Class 50 contains 313 members 
Mstep: Class 51 contains 28858 members 
Mstep: Class 52 contains 248 members 
Mstep: Class 53 contains 227 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 366 members 
Mstep: Class 56 contains 1130 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 404 members 
Mstep: Class 59 contains 911 members 
Mstep: Class 60 contains 337 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 334 members 
Mstep: Class 63 contains 1106 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 666 members 
Mstep: Class 67 contains 1418 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 306 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 436 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1695 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2137 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 193 members 
Mstep: Class 79 contains 203 members 
Entering Unmasked Estep 
Score: -147540960.000000 Penalty: 274052.718750
Splitting cluster 53 changes total score from -147542160.000000 to -147540960.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 54 (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: -23977.812500 Penalty: 1344.292725
	Iteration 0F: 2 clusters Score -23977.81 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: -22867.353516 Penalty: 2688.585449
	Iteration 0F: 3 clusters Score -22867.35 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -22968.212891 Penalty: 2688.585449
	Iteration 1F: 3 clusters Score -22968.21 nChanged 9
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: -23016.480469 Penalty: 2688.585449
	Iteration 2Q: 3 clusters Score -23016.48 nChanged 1
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: -23022.523438 Penalty: 2688.585449
	Iteration 3Q: 3 clusters Score -23022.52 nChanged 0
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: -23022.523438 Penalty: 2688.585449
	Iteration 4F: 3 clusters Score -23022.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Entering Unmasked Estep 
Score: -50174.621094 Penalty: 1463.853027
	Iteration 0F: 2 clusters Score -50174.62 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 173 members 
Entering Unmasked Estep 
Score: -48873.277344 Penalty: 2927.706055
	Iteration 0F: 3 clusters Score -48873.28 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -49232.976562 Penalty: 2927.706055
	Iteration 1F: 3 clusters Score -49232.98 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -49363.671875 Penalty: 2927.706055
	Iteration 2F: 3 clusters Score -49363.67 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -49417.085938 Penalty: 2927.706055
	Iteration 3Q: 3 clusters Score -49417.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -49442.757812 Penalty: 2927.706055
	Iteration 4Q: 3 clusters Score -49442.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -49479.226562 Penalty: 2927.706055
	Iteration 5Q: 3 clusters Score -49479.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -49499.519531 Penalty: 2927.706055
	Iteration 6Q: 3 clusters Score -49499.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -49504.527344 Penalty: 2927.706055
	Iteration 7Q: 3 clusters Score -49504.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -49519.550781 Penalty: 2927.706055
	Iteration 8Q: 3 clusters Score -49519.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -49539.890625 Penalty: 2927.706055
	Iteration 9Q: 3 clusters Score -49539.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -49550.042969 Penalty: 2927.706055
	Iteration 10Q: 3 clusters Score -49550.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -49564.472656 Penalty: 2927.706055
	Iteration 11Q: 3 clusters Score -49564.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -49567.609375 Penalty: 2927.706055
	Iteration 12Q: 3 clusters Score -49567.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -49567.609375 Penalty: 2927.706055
	Iteration 13F: 3 clusters Score -49567.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (1130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Entering Unmasked Estep 
Score: -137467.890625 Penalty: 1743.433350
	Iteration 0F: 2 clusters Score -137467.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -135482.546875 Penalty: 3486.866699
	Iteration 0F: 3 clusters Score -135482.5 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -135754.250000 Penalty: 3486.866699
	Iteration 1F: 3 clusters Score -135754.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -135842.781250 Penalty: 3486.866699
	Iteration 2F: 3 clusters Score -135842.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -135884.343750 Penalty: 3486.866699
	Iteration 3Q: 3 clusters Score -135884.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -135902.187500 Penalty: 3486.866699
	Iteration 4Q: 3 clusters Score -135902.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -135922.734375 Penalty: 3486.866699
	Iteration 5Q: 3 clusters Score -135922.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -135933.765625 Penalty: 3486.866699
	Iteration 6Q: 3 clusters Score -135933.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -135937.156250 Penalty: 3486.866699
	Iteration 7Q: 3 clusters Score -135937.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -135940.062500 Penalty: 3486.866699
	Iteration 8Q: 3 clusters Score -135940.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -135941.062500 Penalty: 3486.866699
	Iteration 9Q: 3 clusters Score -135941.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -135941.062500 Penalty: 3486.866699
	Iteration 10F: 3 clusters Score -135941.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Entering Unmasked Estep 
Score: -92421.273438 Penalty: 1592.562378
	Iteration 0F: 2 clusters Score -92421.27 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 322 members 
Entering Unmasked Estep 
Score: -90817.984375 Penalty: 3185.124756
	Iteration 0F: 3 clusters Score -90817.98 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -91114.648438 Penalty: 3185.124756
	Iteration 1F: 3 clusters Score -91114.65 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -91261.828125 Penalty: 3185.124756
	Iteration 2F: 3 clusters Score -91261.83 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -91473.335938 Penalty: 3185.124756
	Iteration 3F: 3 clusters Score -91473.34 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -91614.898438 Penalty: 3185.124756
	Iteration 4Q: 3 clusters Score -91614.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -91809.789062 Penalty: 3185.124756
	Iteration 5F: 3 clusters Score -91809.79 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -92094.164062 Penalty: 3185.124756
	Iteration 6F: 3 clusters Score -92094.16 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -92473.117188 Penalty: 3185.124756
	Iteration 7Q: 3 clusters Score -92473.12 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -92696.265625 Penalty: 3185.124756
	Iteration 8Q: 3 clusters Score -92696.27 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -92824.875000 Penalty: 3185.124756
	Iteration 9Q: 3 clusters Score -92824.88 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -92884.898438 Penalty: 3185.124756
	Iteration 10Q: 3 clusters Score -92884.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -92949.453125 Penalty: 3185.124756
	Iteration 11Q: 3 clusters Score -92949.45 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -93015.000000 Penalty: 3185.124756
	Iteration 12Q: 3 clusters Score -93015 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -93097.867188 Penalty: 3185.124756
	Iteration 13Q: 3 clusters Score -93097.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -93168.250000 Penalty: 3185.124756
	Iteration 14Q: 3 clusters Score -93168.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -93207.304688 Penalty: 3185.124756
	Iteration 15Q: 3 clusters Score -93207.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -93228.531250 Penalty: 3185.124756
	Iteration 16Q: 3 clusters Score -93228.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -93247.875000 Penalty: 3185.124756
	Iteration 17F: 3 clusters Score -93247.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -93322.226562 Penalty: 3185.124756
	Iteration 18Q: 3 clusters Score -93322.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -93322.226562 Penalty: 3185.124756
	Iteration 19F: 3 clusters Score -93322.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 2524 members 
Mstep: Class 3 contains 4147 members 
Mstep: Class 4 contains 12067 members 
Mstep: Class 5 contains 3165 members 
Mstep: Class 6 contains 2545 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7722 members 
Mstep: Class 9 contains 173209 members 
Mstep: Class 10 contains 8527 members 
Mstep: Class 11 contains 3838 members 
Mstep: Class 12 contains 23331 members 
Mstep: Class 13 contains 4025 members 
Mstep: Class 14 contains 6781 members 
Mstep: Class 15 contains 180815 members 
Mstep: Class 16 contains 217447 members 
Mstep: Class 17 contains 11781 members 
Mstep: Class 18 contains 29348 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4180 members 
Mstep: Class 21 contains 22387 members 
Mstep: Class 22 contains 50948 members 
Mstep: Class 23 contains 4484 members 
Mstep: Class 24 contains 2372 members 
Mstep: Class 25 contains 39552 members 
Mstep: Class 26 contains 37621 members 
Mstep: Class 27 contains 6285 members 
Mstep: Class 28 contains 25985 members 
Mstep: Class 29 contains 7512 members 
Mstep: Class 30 contains 19615 members 
Mstep: Class 31 contains 5508 members 
Mstep: Class 32 contains 17740 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11722 members 
Mstep: Class 35 contains 61501 members 
Mstep: Class 36 contains 26410 members 
Mstep: Class 37 contains 7329 members 
Mstep: Class 38 contains 254 members 
Mstep: Class 39 contains 3643 members 
Mstep: Class 40 contains 2907 members 
Mstep: Class 41 contains 23757 members 
Mstep: Class 42 contains 11210 members 
Mstep: Class 43 contains 481 members 
Mstep: Class 44 contains 2848 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10291 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27563 members 
Mstep: Class 49 contains 7882 members 
Mstep: Class 50 contains 313 members 
Mstep: Class 51 contains 28858 members 
Mstep: Class 52 contains 248 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 366 members 
Mstep: Class 56 contains 1130 members 
Mstep: Class 57 contains 372 members 
Mstep: Class 58 contains 404 members 
Mstep: Class 59 contains 911 members 
Mstep: Class 60 contains 337 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 334 members 
Mstep: Class 63 contains 1106 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 666 members 
Mstep: Class 67 contains 1418 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 306 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 436 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1695 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2137 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 193 members 
Mstep: Class 79 contains 243 members 
Entering Unmasked Estep 
Score: -147541104.000000 Penalty: 274052.718750
Splitting cluster 57 changes total score from -147542160.000000 to -147541104.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 58 (404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Entering Unmasked Estep 
Score: -34081.179688 Penalty: 1488.350830
	Iteration 0F: 2 clusters Score -34081.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -32871.207031 Penalty: 2976.701660
	Iteration 0F: 3 clusters Score -32871.21 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -33308.000000 Penalty: 2976.701660
	Iteration 1F: 3 clusters Score -33308 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -33412.921875 Penalty: 2976.701660
	Iteration 2F: 3 clusters Score -33412.92 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -33476.718750 Penalty: 2976.701660
	Iteration 3Q: 3 clusters Score -33476.72 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -33513.855469 Penalty: 2976.701660
	Iteration 4Q: 3 clusters Score -33513.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -33522.968750 Penalty: 2976.701660
	Iteration 5Q: 3 clusters Score -33522.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -33530.328125 Penalty: 2976.701660
	Iteration 6Q: 3 clusters Score -33530.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -33530.328125 Penalty: 2976.701660
	Iteration 7F: 3 clusters Score -33530.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (911 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Entering Unmasked Estep 
Score: -132886.765625 Penalty: 1690.006592
	Iteration 0F: 2 clusters Score -132886.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -131071.109375 Penalty: 3380.013184
	Iteration 0F: 3 clusters Score -131071.1 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -131769.718750 Penalty: 3380.013184
	Iteration 1F: 3 clusters Score -131769.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -132343.156250 Penalty: 3380.013184
	Iteration 2F: 3 clusters Score -132343.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -132727.703125 Penalty: 3380.013184
	Iteration 3F: 3 clusters Score -132727.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -133116.750000 Penalty: 3380.013184
	Iteration 4F: 3 clusters Score -133116.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -133330.171875 Penalty: 3380.013184
	Iteration 5Q: 3 clusters Score -133330.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -133490.390625 Penalty: 3380.013184
	Iteration 6Q: 3 clusters Score -133490.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -133558.109375 Penalty: 3380.013184
	Iteration 7Q: 3 clusters Score -133558.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -133638.468750 Penalty: 3380.013184
	Iteration 8Q: 3 clusters Score -133638.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -133652.609375 Penalty: 3380.013184
	Iteration 9Q: 3 clusters Score -133652.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -133655.453125 Penalty: 3380.013184
	Iteration 10Q: 3 clusters Score -133655.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -133655.453125 Penalty: 3380.013184
	Iteration 11F: 3 clusters Score -133655.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 2524 members 
Mstep: Class 3 contains 4147 members 
Mstep: Class 4 contains 12067 members 
Mstep: Class 5 contains 3165 members 
Mstep: Class 6 contains 2545 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7722 members 
Mstep: Class 9 contains 173209 members 
Mstep: Class 10 contains 8527 members 
Mstep: Class 11 contains 3838 members 
Mstep: Class 12 contains 23331 members 
Mstep: Class 13 contains 4025 members 
Mstep: Class 14 contains 6781 members 
Mstep: Class 15 contains 180815 members 
Mstep: Class 16 contains 217447 members 
Mstep: Class 17 contains 11781 members 
Mstep: Class 18 contains 29348 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4180 members 
Mstep: Class 21 contains 22387 members 
Mstep: Class 22 contains 50948 members 
Mstep: Class 23 contains 4484 members 
Mstep: Class 24 contains 2372 members 
Mstep: Class 25 contains 39552 members 
Mstep: Class 26 contains 37621 members 
Mstep: Class 27 contains 6285 members 
Mstep: Class 28 contains 25985 members 
Mstep: Class 29 contains 7512 members 
Mstep: Class 30 contains 19615 members 
Mstep: Class 31 contains 5508 members 
Mstep: Class 32 contains 17740 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11722 members 
Mstep: Class 35 contains 61501 members 
Mstep: Class 36 contains 26410 members 
Mstep: Class 37 contains 7329 members 
Mstep: Class 38 contains 254 members 
Mstep: Class 39 contains 3643 members 
Mstep: Class 40 contains 2907 members 
Mstep: Class 41 contains 23757 members 
Mstep: Class 42 contains 11210 members 
Mstep: Class 43 contains 481 members 
Mstep: Class 44 contains 2848 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10291 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27563 members 
Mstep: Class 49 contains 7882 members 
Mstep: Class 50 contains 313 members 
Mstep: Class 51 contains 28858 members 
Mstep: Class 52 contains 248 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 366 members 
Mstep: Class 56 contains 1130 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 404 members 
Mstep: Class 59 contains 390 members 
Mstep: Class 60 contains 337 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 334 members 
Mstep: Class 63 contains 1106 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 666 members 
Mstep: Class 67 contains 1418 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 306 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 436 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1695 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2137 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 193 members 
Mstep: Class 79 contains 521 members 
Entering Unmasked Estep 
Score: -147541104.000000 Penalty: 274052.718750
Splitting cluster 59 changes total score from -147542160.000000 to -147541104.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 60 (337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Entering Unmasked Estep 
Score: -46149.195312 Penalty: 1443.380615
	Iteration 0F: 2 clusters Score -46149.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -44999.714844 Penalty: 2886.761230
	Iteration 0F: 3 clusters Score -44999.71 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -45579.511719 Penalty: 2886.761230
	Iteration 1F: 3 clusters Score -45579.51 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -45779.675781 Penalty: 2886.761230
	Iteration 2F: 3 clusters Score -45779.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -45912.601562 Penalty: 2886.761230
	Iteration 3Q: 3 clusters Score -45912.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -45948.238281 Penalty: 2886.761230
	Iteration 4Q: 3 clusters Score -45948.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -45964.128906 Penalty: 2886.761230
	Iteration 5Q: 3 clusters Score -45964.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -45980.359375 Penalty: 2886.761230
	Iteration 6Q: 3 clusters Score -45980.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -46003.363281 Penalty: 2886.761230
	Iteration 7Q: 3 clusters Score -46003.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -46047.187500 Penalty: 2886.761230
	Iteration 8Q: 3 clusters Score -46047.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -46062.171875 Penalty: 2886.761230
	Iteration 9Q: 3 clusters Score -46062.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -46070.125000 Penalty: 2886.761230
	Iteration 10Q: 3 clusters Score -46070.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -46078.523438 Penalty: 2886.761230
	Iteration 11Q: 3 clusters Score -46078.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -46089.988281 Penalty: 2886.761230
	Iteration 12Q: 3 clusters Score -46089.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -46109.605469 Penalty: 2886.761230
	Iteration 13Q: 3 clusters Score -46109.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -46140.410156 Penalty: 2886.761230
	Iteration 14Q: 3 clusters Score -46140.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -46164.417969 Penalty: 2886.761230
	Iteration 15Q: 3 clusters Score -46164.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -46164.417969 Penalty: 2886.761230
	Iteration 16F: 3 clusters Score -46164.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 2524 members 
Mstep: Class 3 contains 4147 members 
Mstep: Class 4 contains 12067 members 
Mstep: Class 5 contains 3165 members 
Mstep: Class 6 contains 2545 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7722 members 
Mstep: Class 9 contains 173209 members 
Mstep: Class 10 contains 8527 members 
Mstep: Class 11 contains 3838 members 
Mstep: Class 12 contains 23331 members 
Mstep: Class 13 contains 4025 members 
Mstep: Class 14 contains 6781 members 
Mstep: Class 15 contains 180815 members 
Mstep: Class 16 contains 217447 members 
Mstep: Class 17 contains 11781 members 
Mstep: Class 18 contains 29348 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4180 members 
Mstep: Class 21 contains 22387 members 
Mstep: Class 22 contains 50948 members 
Mstep: Class 23 contains 4484 members 
Mstep: Class 24 contains 2372 members 
Mstep: Class 25 contains 39552 members 
Mstep: Class 26 contains 37621 members 
Mstep: Class 27 contains 6285 members 
Mstep: Class 28 contains 25985 members 
Mstep: Class 29 contains 7512 members 
Mstep: Class 30 contains 19615 members 
Mstep: Class 31 contains 5508 members 
Mstep: Class 32 contains 17740 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11722 members 
Mstep: Class 35 contains 61501 members 
Mstep: Class 36 contains 26410 members 
Mstep: Class 37 contains 7329 members 
Mstep: Class 38 contains 254 members 
Mstep: Class 39 contains 3643 members 
Mstep: Class 40 contains 2907 members 
Mstep: Class 41 contains 23757 members 
Mstep: Class 42 contains 11210 members 
Mstep: Class 43 contains 481 members 
Mstep: Class 44 contains 2848 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10291 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27563 members 
Mstep: Class 49 contains 7882 members 
Mstep: Class 50 contains 313 members 
Mstep: Class 51 contains 28858 members 
Mstep: Class 52 contains 248 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 366 members 
Mstep: Class 56 contains 1130 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 404 members 
Mstep: Class 59 contains 911 members 
Mstep: Class 60 contains 265 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 334 members 
Mstep: Class 63 contains 1106 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 666 members 
Mstep: Class 67 contains 1418 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 306 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 436 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1695 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2137 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 193 members 
Mstep: Class 79 contains 72 members 
Entering Unmasked Estep 
Score: -147540272.000000 Penalty: 274052.718750
Splitting cluster 60 changes total score from -147542160.000000 to -147540272.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 61 (231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Entering Unmasked Estep 
Score: -32484.908203 Penalty: 1349.719604
	Iteration 0F: 2 clusters Score -32484.91 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 120 members 
Entering Unmasked Estep 
Score: -31339.185547 Penalty: 2699.439209
	Iteration 0F: 3 clusters Score -31339.19 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -31634.837891 Penalty: 2699.439209
	Iteration 1F: 3 clusters Score -31634.84 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -31800.666016 Penalty: 2699.439209
	Iteration 2F: 3 clusters Score -31800.67 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -31883.404297 Penalty: 2699.439209
	Iteration 3Q: 3 clusters Score -31883.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -31945.498047 Penalty: 2699.439209
	Iteration 4Q: 3 clusters Score -31945.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -31975.556641 Penalty: 2699.439209
	Iteration 5Q: 3 clusters Score -31975.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -32031.982422 Penalty: 2699.439209
	Iteration 6Q: 3 clusters Score -32031.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -32057.417969 Penalty: 2699.439209
	Iteration 7Q: 3 clusters Score -32057.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -32128.693359 Penalty: 2699.439209
	Iteration 8Q: 3 clusters Score -32128.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -32155.677734 Penalty: 2699.439209
	Iteration 9Q: 3 clusters Score -32155.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -32179.789062 Penalty: 2699.439209
	Iteration 10Q: 3 clusters Score -32179.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -32205.144531 Penalty: 2699.439209
	Iteration 11Q: 3 clusters Score -32205.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -32282.392578 Penalty: 2699.439209
	Iteration 12Q: 3 clusters Score -32282.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -32359.906250 Penalty: 2699.439209
	Iteration 13Q: 3 clusters Score -32359.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -32359.906250 Penalty: 2699.439209
	Iteration 14F: 3 clusters Score -32359.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Entering Unmasked Estep 
Score: -43607.937500 Penalty: 1441.162964
	Iteration 0F: 2 clusters Score -43607.94 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 171 members 
Entering Unmasked Estep 
Score: -42461.046875 Penalty: 2882.325928
	Iteration 0F: 3 clusters Score -42461.05 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -42969.453125 Penalty: 2882.325928
	Iteration 1F: 3 clusters Score -42969.45 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -43227.210938 Penalty: 2882.325928
	Iteration 2F: 3 clusters Score -43227.21 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -43418.023438 Penalty: 2882.325928
	Iteration 3Q: 3 clusters Score -43418.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -43491.675781 Penalty: 2882.325928
	Iteration 4Q: 3 clusters Score -43491.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -43570.281250 Penalty: 2882.325928
	Iteration 5Q: 3 clusters Score -43570.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -43605.296875 Penalty: 2882.325928
	Iteration 6Q: 3 clusters Score -43605.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -43613.796875 Penalty: 2882.325928
	Iteration 7Q: 3 clusters Score -43613.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -43613.796875 Penalty: 2882.325928
	Iteration 8F: 3 clusters Score -43613.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 2524 members 
Mstep: Class 3 contains 4147 members 
Mstep: Class 4 contains 12067 members 
Mstep: Class 5 contains 3165 members 
Mstep: Class 6 contains 2545 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7722 members 
Mstep: Class 9 contains 173209 members 
Mstep: Class 10 contains 8527 members 
Mstep: Class 11 contains 3838 members 
Mstep: Class 12 contains 23331 members 
Mstep: Class 13 contains 4025 members 
Mstep: Class 14 contains 6781 members 
Mstep: Class 15 contains 180815 members 
Mstep: Class 16 contains 217447 members 
Mstep: Class 17 contains 11781 members 
Mstep: Class 18 contains 29348 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4180 members 
Mstep: Class 21 contains 22387 members 
Mstep: Class 22 contains 50948 members 
Mstep: Class 23 contains 4484 members 
Mstep: Class 24 contains 2372 members 
Mstep: Class 25 contains 39552 members 
Mstep: Class 26 contains 37621 members 
Mstep: Class 27 contains 6285 members 
Mstep: Class 28 contains 25985 members 
Mstep: Class 29 contains 7512 members 
Mstep: Class 30 contains 19615 members 
Mstep: Class 31 contains 5508 members 
Mstep: Class 32 contains 17740 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11722 members 
Mstep: Class 35 contains 61501 members 
Mstep: Class 36 contains 26410 members 
Mstep: Class 37 contains 7329 members 
Mstep: Class 38 contains 254 members 
Mstep: Class 39 contains 3643 members 
Mstep: Class 40 contains 2907 members 
Mstep: Class 41 contains 23757 members 
Mstep: Class 42 contains 11210 members 
Mstep: Class 43 contains 481 members 
Mstep: Class 44 contains 2848 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10291 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27563 members 
Mstep: Class 49 contains 7882 members 
Mstep: Class 50 contains 313 members 
Mstep: Class 51 contains 28858 members 
Mstep: Class 52 contains 248 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 366 members 
Mstep: Class 56 contains 1130 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 404 members 
Mstep: Class 59 contains 911 members 
Mstep: Class 60 contains 337 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 209 members 
Mstep: Class 63 contains 1106 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 666 members 
Mstep: Class 67 contains 1418 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 306 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 436 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1695 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2137 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 193 members 
Mstep: Class 79 contains 125 members 
Entering Unmasked Estep 
Score: -147540192.000000 Penalty: 274052.718750
Splitting cluster 62 changes total score from -147542160.000000 to -147540192.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 63 (1106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Entering Unmasked Estep 
Score: -146977.312500 Penalty: 1738.109375
	Iteration 0F: 2 clusters Score -146977.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -145197.906250 Penalty: 3476.218750
	Iteration 0F: 3 clusters Score -145197.9 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -146081.781250 Penalty: 3476.218750
	Iteration 1F: 3 clusters Score -146081.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -146411.078125 Penalty: 3476.218750
	Iteration 2F: 3 clusters Score -146411.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -146524.312500 Penalty: 3476.218750
	Iteration 3Q: 3 clusters Score -146524.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -146548.937500 Penalty: 3476.218750
	Iteration 4Q: 3 clusters Score -146548.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -146565.406250 Penalty: 3476.218750
	Iteration 5Q: 3 clusters Score -146565.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -146567.000000 Penalty: 3476.218750
	Iteration 6Q: 3 clusters Score -146567 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -146567.000000 Penalty: 3476.218750
	Iteration 7F: 3 clusters Score -146567 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Entering Unmasked Estep 
Score: -71737.625000 Penalty: 1541.718262
	Iteration 0F: 2 clusters Score -71737.62 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 245 members 
Entering Unmasked Estep 
Score: -70298.328125 Penalty: 3083.436523
	Iteration 0F: 3 clusters Score -70298.33 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -70933.476562 Penalty: 3083.436523
	Iteration 1F: 3 clusters Score -70933.48 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -71440.414062 Penalty: 3083.436523
	Iteration 2F: 3 clusters Score -71440.41 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -71915.179688 Penalty: 3083.436523
	Iteration 3F: 3 clusters Score -71915.18 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -72067.640625 Penalty: 3083.436523
	Iteration 4Q: 3 clusters Score -72067.64 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -72169.226562 Penalty: 3083.436523
	Iteration 5Q: 3 clusters Score -72169.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -72197.859375 Penalty: 3083.436523
	Iteration 6Q: 3 clusters Score -72197.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -72203.601562 Penalty: 3083.436523
	Iteration 7Q: 3 clusters Score -72203.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -72203.601562 Penalty: 3083.436523
	Iteration 8F: 3 clusters Score -72203.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 2524 members 
Mstep: Class 3 contains 4147 members 
Mstep: Class 4 contains 12067 members 
Mstep: Class 5 contains 3165 members 
Mstep: Class 6 contains 2545 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7722 members 
Mstep: Class 9 contains 173209 members 
Mstep: Class 10 contains 8527 members 
Mstep: Class 11 contains 3838 members 
Mstep: Class 12 contains 23331 members 
Mstep: Class 13 contains 4025 members 
Mstep: Class 14 contains 6781 members 
Mstep: Class 15 contains 180815 members 
Mstep: Class 16 contains 217447 members 
Mstep: Class 17 contains 11781 members 
Mstep: Class 18 contains 29348 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4180 members 
Mstep: Class 21 contains 22387 members 
Mstep: Class 22 contains 50948 members 
Mstep: Class 23 contains 4484 members 
Mstep: Class 24 contains 2372 members 
Mstep: Class 25 contains 39552 members 
Mstep: Class 26 contains 37621 members 
Mstep: Class 27 contains 6285 members 
Mstep: Class 28 contains 25985 members 
Mstep: Class 29 contains 7512 members 
Mstep: Class 30 contains 19615 members 
Mstep: Class 31 contains 5508 members 
Mstep: Class 32 contains 17740 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11722 members 
Mstep: Class 35 contains 61501 members 
Mstep: Class 36 contains 26410 members 
Mstep: Class 37 contains 7329 members 
Mstep: Class 38 contains 254 members 
Mstep: Class 39 contains 3643 members 
Mstep: Class 40 contains 2907 members 
Mstep: Class 41 contains 23757 members 
Mstep: Class 42 contains 11210 members 
Mstep: Class 43 contains 481 members 
Mstep: Class 44 contains 2848 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10291 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27563 members 
Mstep: Class 49 contains 7882 members 
Mstep: Class 50 contains 313 members 
Mstep: Class 51 contains 28858 members 
Mstep: Class 52 contains 248 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 366 members 
Mstep: Class 56 contains 1130 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 404 members 
Mstep: Class 59 contains 911 members 
Mstep: Class 60 contains 337 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 334 members 
Mstep: Class 63 contains 1106 members 
Mstep: Class 64 contains 335 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 666 members 
Mstep: Class 67 contains 1418 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 306 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 436 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1695 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2137 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 193 members 
Mstep: Class 79 contains 166 members 
Entering Unmasked Estep 
Score: -147540688.000000 Penalty: 274052.718750
Splitting cluster 64 changes total score from -147542160.000000 to -147540688.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 65 (349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Entering Unmasked Estep 
Score: -51308.796875 Penalty: 1452.057861
	Iteration 0F: 2 clusters Score -51308.8 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 172 members 
Entering Unmasked Estep 
Score: -50051.832031 Penalty: 2904.115723
	Iteration 0F: 3 clusters Score -50051.83 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -50467.113281 Penalty: 2904.115723
	Iteration 1F: 3 clusters Score -50467.11 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -50597.546875 Penalty: 2904.115723
	Iteration 2F: 3 clusters Score -50597.55 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -50692.109375 Penalty: 2904.115723
	Iteration 3Q: 3 clusters Score -50692.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -50729.296875 Penalty: 2904.115723
	Iteration 4Q: 3 clusters Score -50729.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -50749.570312 Penalty: 2904.115723
	Iteration 5Q: 3 clusters Score -50749.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -50795.136719 Penalty: 2904.115723
	Iteration 6Q: 3 clusters Score -50795.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -50844.445312 Penalty: 2904.115723
	Iteration 7Q: 3 clusters Score -50844.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -50906.347656 Penalty: 2904.115723
	Iteration 8Q: 3 clusters Score -50906.35 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -50977.683594 Penalty: 2904.115723
	Iteration 9Q: 3 clusters Score -50977.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -51022.960938 Penalty: 2904.115723
	Iteration 10Q: 3 clusters Score -51022.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -51049.664062 Penalty: 2904.115723
	Iteration 11Q: 3 clusters Score -51049.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -51099.718750 Penalty: 2904.115723
	Iteration 12Q: 3 clusters Score -51099.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -51181.726562 Penalty: 2904.115723
	Iteration 13Q: 3 clusters Score -51181.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -51199.496094 Penalty: 2904.115723
	Iteration 14Q: 3 clusters Score -51199.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -51202.085938 Penalty: 2904.115723
	Iteration 15Q: 3 clusters Score -51202.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -51204.699219 Penalty: 2904.115723
	Iteration 16Q: 3 clusters Score -51204.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -51204.699219 Penalty: 2904.115723
	Iteration 17F: 3 clusters Score -51204.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (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: -95062.554688 Penalty: 1612.319824
	Iteration 0F: 2 clusters Score -95062.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -93549.539062 Penalty: 3224.639648
	Iteration 0F: 3 clusters Score -93549.54 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -94485.546875 Penalty: 3224.639648
	Iteration 1F: 3 clusters Score -94485.55 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -95055.703125 Penalty: 3224.639648
	Iteration 2F: 3 clusters Score -95055.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -95470.179688 Penalty: 3224.639648
	Iteration 3F: 3 clusters Score -95470.18 nChanged 37
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: -95824.531250 Penalty: 3224.639648
	Iteration 4F: 3 clusters Score -95824.53 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -96089.750000 Penalty: 3224.639648
	Iteration 5Q: 3 clusters Score -96089.75 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -96269.468750 Penalty: 3224.639648
	Iteration 6Q: 3 clusters Score -96269.47 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -96327.007812 Penalty: 3224.639648
	Iteration 7Q: 3 clusters Score -96327.01 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: -96368.859375 Penalty: 3224.639648
	Iteration 8Q: 3 clusters Score -96368.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -96377.875000 Penalty: 3224.639648
	Iteration 9Q: 3 clusters Score -96377.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -96377.875000 Penalty: 3224.639648
	Iteration 10F: 3 clusters Score -96377.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 2524 members 
Mstep: Class 3 contains 4147 members 
Mstep: Class 4 contains 12067 members 
Mstep: Class 5 contains 3165 members 
Mstep: Class 6 contains 2545 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7722 members 
Mstep: Class 9 contains 173209 members 
Mstep: Class 10 contains 8527 members 
Mstep: Class 11 contains 3838 members 
Mstep: Class 12 contains 23331 members 
Mstep: Class 13 contains 4025 members 
Mstep: Class 14 contains 6781 members 
Mstep: Class 15 contains 180815 members 
Mstep: Class 16 contains 217447 members 
Mstep: Class 17 contains 11781 members 
Mstep: Class 18 contains 29348 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4180 members 
Mstep: Class 21 contains 22387 members 
Mstep: Class 22 contains 50948 members 
Mstep: Class 23 contains 4484 members 
Mstep: Class 24 contains 2372 members 
Mstep: Class 25 contains 39552 members 
Mstep: Class 26 contains 37621 members 
Mstep: Class 27 contains 6285 members 
Mstep: Class 28 contains 25985 members 
Mstep: Class 29 contains 7512 members 
Mstep: Class 30 contains 19615 members 
Mstep: Class 31 contains 5508 members 
Mstep: Class 32 contains 17740 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11722 members 
Mstep: Class 35 contains 61501 members 
Mstep: Class 36 contains 26410 members 
Mstep: Class 37 contains 7329 members 
Mstep: Class 38 contains 254 members 
Mstep: Class 39 contains 3643 members 
Mstep: Class 40 contains 2907 members 
Mstep: Class 41 contains 23757 members 
Mstep: Class 42 contains 11210 members 
Mstep: Class 43 contains 481 members 
Mstep: Class 44 contains 2848 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10291 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27563 members 
Mstep: Class 49 contains 7882 members 
Mstep: Class 50 contains 313 members 
Mstep: Class 51 contains 28858 members 
Mstep: Class 52 contains 248 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 366 members 
Mstep: Class 56 contains 1130 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 404 members 
Mstep: Class 59 contains 911 members 
Mstep: Class 60 contains 337 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 334 members 
Mstep: Class 63 contains 1106 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 382 members 
Mstep: Class 67 contains 1418 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 306 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 436 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1695 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2137 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 193 members 
Mstep: Class 79 contains 284 members 
Entering Unmasked Estep 
Score: -147541600.000000 Penalty: 274052.718750
Splitting cluster 66 changes total score from -147542160.000000 to -147541600.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 67 (1418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Entering Unmasked Estep 
Score: -210735.968750 Penalty: 1799.736694
	Iteration 0F: 2 clusters Score -210736 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -208587.609375 Penalty: 3599.473389
	Iteration 0F: 3 clusters Score -208587.6 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -209788.500000 Penalty: 3599.473389
	Iteration 1F: 3 clusters Score -209788.5 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -210581.296875 Penalty: 3599.473389
	Iteration 2F: 3 clusters Score -210581.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -210980.187500 Penalty: 3599.473389
	Iteration 3F: 3 clusters Score -210980.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -211328.656250 Penalty: 3599.473389
	Iteration 4F: 3 clusters Score -211328.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -211512.281250 Penalty: 3599.473389
	Iteration 5Q: 3 clusters Score -211512.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -211765.843750 Penalty: 3599.473389
	Iteration 6Q: 3 clusters Score -211765.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -211885.796875 Penalty: 3599.473389
	Iteration 7Q: 3 clusters Score -211885.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -211989.218750 Penalty: 3599.473389
	Iteration 8Q: 3 clusters Score -211989.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -212228.984375 Penalty: 3599.473389
	Iteration 9Q: 3 clusters Score -212229 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -212468.125000 Penalty: 3599.473389
	Iteration 10Q: 3 clusters Score -212468.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -212595.343750 Penalty: 3599.473389
	Iteration 11Q: 3 clusters Score -212595.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -212602.171875 Penalty: 3599.473389
	Iteration 12Q: 3 clusters Score -212602.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -212604.265625 Penalty: 3599.473389
	Iteration 13Q: 3 clusters Score -212604.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -212604.265625 Penalty: 3599.473389
	Iteration 14F: 3 clusters Score -212604.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 2524 members 
Mstep: Class 3 contains 4147 members 
Mstep: Class 4 contains 12067 members 
Mstep: Class 5 contains 3165 members 
Mstep: Class 6 contains 2545 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7722 members 
Mstep: Class 9 contains 173209 members 
Mstep: Class 10 contains 8527 members 
Mstep: Class 11 contains 3838 members 
Mstep: Class 12 contains 23331 members 
Mstep: Class 13 contains 4025 members 
Mstep: Class 14 contains 6781 members 
Mstep: Class 15 contains 180815 members 
Mstep: Class 16 contains 217447 members 
Mstep: Class 17 contains 11781 members 
Mstep: Class 18 contains 29348 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4180 members 
Mstep: Class 21 contains 22387 members 
Mstep: Class 22 contains 50948 members 
Mstep: Class 23 contains 4484 members 
Mstep: Class 24 contains 2372 members 
Mstep: Class 25 contains 39552 members 
Mstep: Class 26 contains 37621 members 
Mstep: Class 27 contains 6285 members 
Mstep: Class 28 contains 25985 members 
Mstep: Class 29 contains 7512 members 
Mstep: Class 30 contains 19615 members 
Mstep: Class 31 contains 5508 members 
Mstep: Class 32 contains 17740 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11722 members 
Mstep: Class 35 contains 61501 members 
Mstep: Class 36 contains 26410 members 
Mstep: Class 37 contains 7329 members 
Mstep: Class 38 contains 254 members 
Mstep: Class 39 contains 3643 members 
Mstep: Class 40 contains 2907 members 
Mstep: Class 41 contains 23757 members 
Mstep: Class 42 contains 11210 members 
Mstep: Class 43 contains 481 members 
Mstep: Class 44 contains 2848 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10291 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27563 members 
Mstep: Class 49 contains 7882 members 
Mstep: Class 50 contains 313 members 
Mstep: Class 51 contains 28858 members 
Mstep: Class 52 contains 248 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 366 members 
Mstep: Class 56 contains 1130 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 404 members 
Mstep: Class 59 contains 911 members 
Mstep: Class 60 contains 337 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 334 members 
Mstep: Class 63 contains 1106 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 666 members 
Mstep: Class 67 contains 474 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 306 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 436 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1695 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2137 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 193 members 
Mstep: Class 79 contains 944 members 
Entering Unmasked Estep 
Score: -147542688.000000 Penalty: 274052.718750
Splitting cluster 67 changes total score from -147542160.000000 to -147542688.000000
So it's getting split into cluster 79.
Entering ConstructFrom: 
Trying to split cluster 68 (214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Entering Unmasked Estep 
Score: -31549.523438 Penalty: 1330.761963
	Iteration 0F: 2 clusters Score -31549.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -30575.451172 Penalty: 2661.523926
	Iteration 0F: 3 clusters Score -30575.45 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -30724.738281 Penalty: 2661.523926
	Iteration 1F: 3 clusters Score -30724.74 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -30823.814453 Penalty: 2661.523926
	Iteration 2F: 3 clusters Score -30823.81 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -30891.507812 Penalty: 2661.523926
	Iteration 3Q: 3 clusters Score -30891.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -30905.640625 Penalty: 2661.523926
	Iteration 4Q: 3 clusters Score -30905.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -30913.705078 Penalty: 2661.523926
	Iteration 5Q: 3 clusters Score -30913.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -30913.705078 Penalty: 2661.523926
	Iteration 6F: 3 clusters Score -30913.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Entering Unmasked Estep 
Score: -41400.277344 Penalty: 1419.449097
	Iteration 0F: 2 clusters Score -41400.28 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 142 members 
Entering Unmasked Estep 
Score: -40194.273438 Penalty: 2838.898193
	Iteration 0F: 3 clusters Score -40194.27 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -40492.789062 Penalty: 2838.898193
	Iteration 1F: 3 clusters Score -40492.79 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -40676.656250 Penalty: 2838.898193
	Iteration 2F: 3 clusters Score -40676.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -40754.136719 Penalty: 2838.898193
	Iteration 3Q: 3 clusters Score -40754.14 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -40842.464844 Penalty: 2838.898193
	Iteration 4Q: 3 clusters Score -40842.46 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -40898.828125 Penalty: 2838.898193
	Iteration 5Q: 3 clusters Score -40898.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -40928.183594 Penalty: 2838.898193
	Iteration 6Q: 3 clusters Score -40928.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -40953.472656 Penalty: 2838.898193
	Iteration 7Q: 3 clusters Score -40953.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -40956.582031 Penalty: 2838.898193
	Iteration 8Q: 3 clusters Score -40956.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -40968.687500 Penalty: 2838.898193
	Iteration 9Q: 3 clusters Score -40968.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -40972.972656 Penalty: 2838.898193
	Iteration 10Q: 3 clusters Score -40972.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -40972.972656 Penalty: 2838.898193
	Iteration 11F: 3 clusters Score -40972.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Entering Unmasked Estep 
Score: -20612.611328 Penalty: 1237.627319
	Iteration 0F: 2 clusters Score -20612.61 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 66 members 
Entering Unmasked Estep 
Score: -19702.339844 Penalty: 2475.254639
	Iteration 0F: 3 clusters Score -19702.34 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -19825.761719 Penalty: 2475.254639
	Iteration 1F: 3 clusters Score -19825.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -19891.296875 Penalty: 2475.254639
	Iteration 2Q: 3 clusters Score -19891.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -19934.183594 Penalty: 2475.254639
	Iteration 3Q: 3 clusters Score -19934.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -19934.183594 Penalty: 2475.254639
	Iteration 4F: 3 clusters Score -19934.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Entering Unmasked Estep 
Score: -63164.859375 Penalty: 1507.255371
	Iteration 0F: 2 clusters Score -63164.86 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 220 members 
Entering Unmasked Estep 
Score: -61729.445312 Penalty: 3014.510742
	Iteration 0F: 3 clusters Score -61729.45 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -62182.703125 Penalty: 3014.510742
	Iteration 1F: 3 clusters Score -62182.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -62624.996094 Penalty: 3014.510742
	Iteration 2F: 3 clusters Score -62625 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -62943.593750 Penalty: 3014.510742
	Iteration 3F: 3 clusters Score -62943.59 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -63073.222656 Penalty: 3014.510742
	Iteration 4Q: 3 clusters Score -63073.22 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -63129.308594 Penalty: 3014.510742
	Iteration 5Q: 3 clusters Score -63129.31 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -63184.457031 Penalty: 3014.510742
	Iteration 6Q: 3 clusters Score -63184.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -63229.464844 Penalty: 3014.510742
	Iteration 7Q: 3 clusters Score -63229.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -63264.566406 Penalty: 3014.510742
	Iteration 8Q: 3 clusters Score -63264.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -63272.054688 Penalty: 3014.510742
	Iteration 9Q: 3 clusters Score -63272.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -63274.558594 Penalty: 3014.510742
	Iteration 10Q: 3 clusters Score -63274.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -63281.976562 Penalty: 3014.510742
	Iteration 11Q: 3 clusters Score -63281.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -63281.976562 Penalty: 3014.510742
	Iteration 12F: 3 clusters Score -63281.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 2524 members 
Mstep: Class 3 contains 4147 members 
Mstep: Class 4 contains 12067 members 
Mstep: Class 5 contains 3165 members 
Mstep: Class 6 contains 2545 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7722 members 
Mstep: Class 9 contains 173209 members 
Mstep: Class 10 contains 8527 members 
Mstep: Class 11 contains 3838 members 
Mstep: Class 12 contains 23331 members 
Mstep: Class 13 contains 4025 members 
Mstep: Class 14 contains 6781 members 
Mstep: Class 15 contains 180815 members 
Mstep: Class 16 contains 217447 members 
Mstep: Class 17 contains 11781 members 
Mstep: Class 18 contains 29348 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4180 members 
Mstep: Class 21 contains 22387 members 
Mstep: Class 22 contains 50948 members 
Mstep: Class 23 contains 4484 members 
Mstep: Class 24 contains 2372 members 
Mstep: Class 25 contains 39552 members 
Mstep: Class 26 contains 37621 members 
Mstep: Class 27 contains 6285 members 
Mstep: Class 28 contains 25985 members 
Mstep: Class 29 contains 7512 members 
Mstep: Class 30 contains 19615 members 
Mstep: Class 31 contains 5508 members 
Mstep: Class 32 contains 17740 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11722 members 
Mstep: Class 35 contains 61501 members 
Mstep: Class 36 contains 26410 members 
Mstep: Class 37 contains 7329 members 
Mstep: Class 38 contains 254 members 
Mstep: Class 39 contains 3643 members 
Mstep: Class 40 contains 2907 members 
Mstep: Class 41 contains 23757 members 
Mstep: Class 42 contains 11210 members 
Mstep: Class 43 contains 481 members 
Mstep: Class 44 contains 2848 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10291 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27563 members 
Mstep: Class 49 contains 7882 members 
Mstep: Class 50 contains 313 members 
Mstep: Class 51 contains 28858 members 
Mstep: Class 52 contains 248 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 366 members 
Mstep: Class 56 contains 1130 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 404 members 
Mstep: Class 59 contains 911 members 
Mstep: Class 60 contains 337 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 334 members 
Mstep: Class 63 contains 1106 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 666 members 
Mstep: Class 67 contains 474 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 306 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 176 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1695 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2137 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 193 members 
Mstep: Class 79 contains 944 members 
Mstep: Class 80 contains 260 members 
Entering Unmasked Estep 
Score: -147540784.000000 Penalty: 277521.750000
Splitting cluster 71 changes total score from -147542160.000000 to -147540784.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 72 (248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Entering Unmasked Estep 
Score: -33733.035156 Penalty: 1367.330322
	Iteration 0F: 2 clusters Score -33733.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -32549.423828 Penalty: 2734.660645
	Iteration 0F: 3 clusters Score -32549.42 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -32794.921875 Penalty: 2734.660645
	Iteration 1F: 3 clusters Score -32794.92 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -32958.984375 Penalty: 2734.660645
	Iteration 2F: 3 clusters Score -32958.98 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -33151.437500 Penalty: 2734.660645
	Iteration 3F: 3 clusters Score -33151.44 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -33219.042969 Penalty: 2734.660645
	Iteration 4Q: 3 clusters Score -33219.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -33247.886719 Penalty: 2734.660645
	Iteration 5Q: 3 clusters Score -33247.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -33247.886719 Penalty: 2734.660645
	Iteration 6F: 3 clusters Score -33247.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 73 (215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Entering Unmasked Estep 
Score: -31694.962891 Penalty: 1331.918213
	Iteration 0F: 2 clusters Score -31694.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -30509.005859 Penalty: 2663.836426
	Iteration 0F: 3 clusters Score -30509.01 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -30609.835938 Penalty: 2663.836426
	Iteration 1F: 3 clusters Score -30609.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -30645.189453 Penalty: 2663.836426
	Iteration 2Q: 3 clusters Score -30645.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -30653.457031 Penalty: 2663.836426
	Iteration 3Q: 3 clusters Score -30653.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -30665.322266 Penalty: 2663.836426
	Iteration 4Q: 3 clusters Score -30665.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -30683.882812 Penalty: 2663.836426
	Iteration 5Q: 3 clusters Score -30683.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -30713.869141 Penalty: 2663.836426
	Iteration 6Q: 3 clusters Score -30713.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -30727.708984 Penalty: 2663.836426
	Iteration 7Q: 3 clusters Score -30727.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -30743.847656 Penalty: 2663.836426
	Iteration 8Q: 3 clusters Score -30743.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -30751.158203 Penalty: 2663.836426
	Iteration 9Q: 3 clusters Score -30751.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -30751.158203 Penalty: 2663.836426
	Iteration 10F: 3 clusters Score -30751.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 74 (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: -245542.968750 Penalty: 1843.988647
	Iteration 0F: 2 clusters Score -245543 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -243218.468750 Penalty: 3687.977295
	Iteration 0F: 3 clusters Score -243218.5 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -244461.328125 Penalty: 3687.977295
	Iteration 1F: 3 clusters Score -244461.3 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -245210.078125 Penalty: 3687.977295
	Iteration 2F: 3 clusters Score -245210.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -245684.796875 Penalty: 3687.977295
	Iteration 3F: 3 clusters Score -245684.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -245891.328125 Penalty: 3687.977295
	Iteration 4F: 3 clusters Score -245891.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -245999.296875 Penalty: 3687.977295
	Iteration 5Q: 3 clusters Score -245999.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -246035.343750 Penalty: 3687.977295
	Iteration 6Q: 3 clusters Score -246035.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -246055.656250 Penalty: 3687.977295
	Iteration 7Q: 3 clusters Score -246055.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -246073.656250 Penalty: 3687.977295
	Iteration 8Q: 3 clusters Score -246073.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -246081.187500 Penalty: 3687.977295
	Iteration 9Q: 3 clusters Score -246081.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -246095.546875 Penalty: 3687.977295
	Iteration 10Q: 3 clusters Score -246095.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -246106.140625 Penalty: 3687.977295
	Iteration 11Q: 3 clusters Score -246106.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -246112.343750 Penalty: 3687.977295
	Iteration 12Q: 3 clusters Score -246112.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -246114.468750 Penalty: 3687.977295
	Iteration 13Q: 3 clusters Score -246114.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -246115.953125 Penalty: 3687.977295
	Iteration 14Q: 3 clusters Score -246116 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -246115.890625 Penalty: 3687.977295
	Iteration 15Q: 3 clusters Score -246115.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -246115.890625 Penalty: 3687.977295
	Iteration 16F: 3 clusters Score -246115.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 2524 members 
Mstep: Class 3 contains 4147 members 
Mstep: Class 4 contains 12067 members 
Mstep: Class 5 contains 3165 members 
Mstep: Class 6 contains 2545 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7722 members 
Mstep: Class 9 contains 173209 members 
Mstep: Class 10 contains 8527 members 
Mstep: Class 11 contains 3838 members 
Mstep: Class 12 contains 23331 members 
Mstep: Class 13 contains 4025 members 
Mstep: Class 14 contains 6781 members 
Mstep: Class 15 contains 180815 members 
Mstep: Class 16 contains 217447 members 
Mstep: Class 17 contains 11781 members 
Mstep: Class 18 contains 29348 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4180 members 
Mstep: Class 21 contains 22387 members 
Mstep: Class 22 contains 50948 members 
Mstep: Class 23 contains 4484 members 
Mstep: Class 24 contains 2372 members 
Mstep: Class 25 contains 39552 members 
Mstep: Class 26 contains 37621 members 
Mstep: Class 27 contains 6285 members 
Mstep: Class 28 contains 25985 members 
Mstep: Class 29 contains 7512 members 
Mstep: Class 30 contains 19615 members 
Mstep: Class 31 contains 5508 members 
Mstep: Class 32 contains 17740 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11722 members 
Mstep: Class 35 contains 61501 members 
Mstep: Class 36 contains 26410 members 
Mstep: Class 37 contains 7329 members 
Mstep: Class 38 contains 254 members 
Mstep: Class 39 contains 3643 members 
Mstep: Class 40 contains 2907 members 
Mstep: Class 41 contains 23757 members 
Mstep: Class 42 contains 11210 members 
Mstep: Class 43 contains 481 members 
Mstep: Class 44 contains 2848 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10291 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27563 members 
Mstep: Class 49 contains 7882 members 
Mstep: Class 50 contains 313 members 
Mstep: Class 51 contains 28858 members 
Mstep: Class 52 contains 248 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 366 members 
Mstep: Class 56 contains 1130 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 404 members 
Mstep: Class 59 contains 911 members 
Mstep: Class 60 contains 337 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 334 members 
Mstep: Class 63 contains 1106 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 666 members 
Mstep: Class 67 contains 474 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 306 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 436 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 679 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2137 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 193 members 
Mstep: Class 79 contains 944 members 
Mstep: Class 80 contains 1016 members 
Entering Unmasked Estep 
Score: -147541392.000000 Penalty: 277521.750000
Splitting cluster 74 changes total score from -147542160.000000 to -147541392.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 75 (309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Entering Unmasked Estep 
Score: -42010.617188 Penalty: 1421.868652
	Iteration 0F: 2 clusters Score -42010.62 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 153 members 
Entering Unmasked Estep 
Score: -40771.023438 Penalty: 2843.737305
	Iteration 0F: 3 clusters Score -40771.02 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -41103.417969 Penalty: 2843.737305
	Iteration 1F: 3 clusters Score -41103.42 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -41377.257812 Penalty: 2843.737305
	Iteration 2F: 3 clusters Score -41377.26 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -41590.160156 Penalty: 2843.737305
	Iteration 3F: 3 clusters Score -41590.16 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -41782.011719 Penalty: 2843.737305
	Iteration 4Q: 3 clusters Score -41782.01 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -42094.707031 Penalty: 2843.737305
	Iteration 5Q: 3 clusters Score -42094.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -42260.144531 Penalty: 2843.737305
	Iteration 6Q: 3 clusters Score -42260.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -42300.171875 Penalty: 2843.737305
	Iteration 7Q: 3 clusters Score -42300.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -42309.417969 Penalty: 2843.737305
	Iteration 8Q: 3 clusters Score -42309.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -42319.085938 Penalty: 2843.737305
	Iteration 9F: 3 clusters Score -42319.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -42339.589844 Penalty: 2843.737305
	Iteration 10Q: 3 clusters Score -42339.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -42339.589844 Penalty: 2843.737305
	Iteration 11F: 3 clusters Score -42339.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 2524 members 
Mstep: Class 3 contains 4147 members 
Mstep: Class 4 contains 12067 members 
Mstep: Class 5 contains 3165 members 
Mstep: Class 6 contains 2545 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7722 members 
Mstep: Class 9 contains 173209 members 
Mstep: Class 10 contains 8527 members 
Mstep: Class 11 contains 3838 members 
Mstep: Class 12 contains 23331 members 
Mstep: Class 13 contains 4025 members 
Mstep: Class 14 contains 6781 members 
Mstep: Class 15 contains 180815 members 
Mstep: Class 16 contains 217447 members 
Mstep: Class 17 contains 11781 members 
Mstep: Class 18 contains 29348 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4180 members 
Mstep: Class 21 contains 22387 members 
Mstep: Class 22 contains 50948 members 
Mstep: Class 23 contains 4484 members 
Mstep: Class 24 contains 2372 members 
Mstep: Class 25 contains 39552 members 
Mstep: Class 26 contains 37621 members 
Mstep: Class 27 contains 6285 members 
Mstep: Class 28 contains 25985 members 
Mstep: Class 29 contains 7512 members 
Mstep: Class 30 contains 19615 members 
Mstep: Class 31 contains 5508 members 
Mstep: Class 32 contains 17740 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11722 members 
Mstep: Class 35 contains 61501 members 
Mstep: Class 36 contains 26410 members 
Mstep: Class 37 contains 7329 members 
Mstep: Class 38 contains 254 members 
Mstep: Class 39 contains 3643 members 
Mstep: Class 40 contains 2907 members 
Mstep: Class 41 contains 23757 members 
Mstep: Class 42 contains 11210 members 
Mstep: Class 43 contains 481 members 
Mstep: Class 44 contains 2848 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10291 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27563 members 
Mstep: Class 49 contains 7882 members 
Mstep: Class 50 contains 313 members 
Mstep: Class 51 contains 28858 members 
Mstep: Class 52 contains 248 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 366 members 
Mstep: Class 56 contains 1130 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 404 members 
Mstep: Class 59 contains 911 members 
Mstep: Class 60 contains 337 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 334 members 
Mstep: Class 63 contains 1106 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 666 members 
Mstep: Class 67 contains 474 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 306 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 436 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1695 members 
Mstep: Class 75 contains 181 members 
Mstep: Class 76 contains 2137 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 193 members 
Mstep: Class 79 contains 944 members 
Mstep: Class 80 contains 128 members 
Entering Unmasked Estep 
Score: -147540960.000000 Penalty: 277521.750000
Splitting cluster 75 changes total score from -147542160.000000 to -147540960.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 76 (2137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Entering Unmasked Estep 
Score: -284940.875000 Penalty: 1901.455200
	Iteration 0F: 2 clusters Score -284940.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -282411.718750 Penalty: 3802.910400
	Iteration 0F: 3 clusters Score -282411.7 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -283991.093750 Penalty: 3802.910400
	Iteration 1F: 3 clusters Score -283991.1 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -284669.250000 Penalty: 3802.910400
	Iteration 2F: 3 clusters Score -284669.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -284946.468750 Penalty: 3802.910400
	Iteration 3F: 3 clusters Score -284946.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -285088.562500 Penalty: 3802.910400
	Iteration 4Q: 3 clusters Score -285088.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -285209.500000 Penalty: 3802.910400
	Iteration 5Q: 3 clusters Score -285209.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -285258.187500 Penalty: 3802.910400
	Iteration 6Q: 3 clusters Score -285258.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -285286.656250 Penalty: 3802.910400
	Iteration 7Q: 3 clusters Score -285286.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -285309.625000 Penalty: 3802.910400
	Iteration 8Q: 3 clusters Score -285309.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -285331.750000 Penalty: 3802.910400
	Iteration 9Q: 3 clusters Score -285331.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -285341.187500 Penalty: 3802.910400
	Iteration 10Q: 3 clusters Score -285341.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -285349.687500 Penalty: 3802.910400
	Iteration 11Q: 3 clusters Score -285349.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -285356.937500 Penalty: 3802.910400
	Iteration 12Q: 3 clusters Score -285356.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -285359.781250 Penalty: 3802.910400
	Iteration 13Q: 3 clusters Score -285359.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -285360.437500 Penalty: 3802.910400
	Iteration 14Q: 3 clusters Score -285360.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -285362.937500 Penalty: 3802.910400
	Iteration 15Q: 3 clusters Score -285362.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -285368.406250 Penalty: 3802.910400
	Iteration 16Q: 3 clusters Score -285368.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -285376.343750 Penalty: 3802.910400
	Iteration 17Q: 3 clusters Score -285376.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -285377.656250 Penalty: 3802.910400
	Iteration 18Q: 3 clusters Score -285377.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -285378.937500 Penalty: 3802.910400
	Iteration 19Q: 3 clusters Score -285378.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -285380.500000 Penalty: 3802.910400
	Iteration 20F: 3 clusters Score -285380.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -285387.375000 Penalty: 3802.910400
	Iteration 21Q: 3 clusters Score -285387.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -285404.062500 Penalty: 3802.910400
	Iteration 22Q: 3 clusters Score -285404.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -285407.750000 Penalty: 3802.910400
	Iteration 23Q: 3 clusters Score -285407.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -285410.812500 Penalty: 3802.910400
	Iteration 24Q: 3 clusters Score -285410.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -285411.812500 Penalty: 3802.910400
	Iteration 25Q: 3 clusters Score -285411.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -285411.812500 Penalty: 3802.910400
	Iteration 26F: 3 clusters Score -285411.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 2524 members 
Mstep: Class 3 contains 4147 members 
Mstep: Class 4 contains 12067 members 
Mstep: Class 5 contains 3165 members 
Mstep: Class 6 contains 2545 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7722 members 
Mstep: Class 9 contains 173209 members 
Mstep: Class 10 contains 8527 members 
Mstep: Class 11 contains 3838 members 
Mstep: Class 12 contains 23331 members 
Mstep: Class 13 contains 4025 members 
Mstep: Class 14 contains 6781 members 
Mstep: Class 15 contains 180815 members 
Mstep: Class 16 contains 217447 members 
Mstep: Class 17 contains 11781 members 
Mstep: Class 18 contains 29348 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4180 members 
Mstep: Class 21 contains 22387 members 
Mstep: Class 22 contains 50948 members 
Mstep: Class 23 contains 4484 members 
Mstep: Class 24 contains 2372 members 
Mstep: Class 25 contains 39552 members 
Mstep: Class 26 contains 37621 members 
Mstep: Class 27 contains 6285 members 
Mstep: Class 28 contains 25985 members 
Mstep: Class 29 contains 7512 members 
Mstep: Class 30 contains 19615 members 
Mstep: Class 31 contains 5508 members 
Mstep: Class 32 contains 17740 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11722 members 
Mstep: Class 35 contains 61501 members 
Mstep: Class 36 contains 26410 members 
Mstep: Class 37 contains 7329 members 
Mstep: Class 38 contains 254 members 
Mstep: Class 39 contains 3643 members 
Mstep: Class 40 contains 2907 members 
Mstep: Class 41 contains 23757 members 
Mstep: Class 42 contains 11210 members 
Mstep: Class 43 contains 481 members 
Mstep: Class 44 contains 2848 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10291 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27563 members 
Mstep: Class 49 contains 7882 members 
Mstep: Class 50 contains 313 members 
Mstep: Class 51 contains 28858 members 
Mstep: Class 52 contains 248 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 366 members 
Mstep: Class 56 contains 1130 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 404 members 
Mstep: Class 59 contains 911 members 
Mstep: Class 60 contains 337 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 334 members 
Mstep: Class 63 contains 1106 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 666 members 
Mstep: Class 67 contains 474 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 306 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 436 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1695 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 1492 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 193 members 
Mstep: Class 79 contains 944 members 
Mstep: Class 80 contains 645 members 
Entering Unmasked Estep 
Score: -147541552.000000 Penalty: 277521.750000
Splitting cluster 76 changes total score from -147542160.000000 to -147541552.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 77 (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: -59391.492188 Penalty: 1497.983154
	Iteration 0F: 2 clusters Score -59391.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -58042.597656 Penalty: 2995.966309
	Iteration 0F: 3 clusters Score -58042.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -58418.460938 Penalty: 2995.966309
	Iteration 1F: 3 clusters Score -58418.46 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -58604.054688 Penalty: 2995.966309
	Iteration 2F: 3 clusters Score -58604.05 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -58805.507812 Penalty: 2995.966309
	Iteration 3F: 3 clusters Score -58805.51 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -58963.906250 Penalty: 2995.966309
	Iteration 4Q: 3 clusters Score -58963.91 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -59023.230469 Penalty: 2995.966309
	Iteration 5Q: 3 clusters Score -59023.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -59049.722656 Penalty: 2995.966309
	Iteration 6Q: 3 clusters Score -59049.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -59099.414062 Penalty: 2995.966309
	Iteration 7Q: 3 clusters Score -59099.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -59173.300781 Penalty: 2995.966309
	Iteration 8Q: 3 clusters Score -59173.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -59228.031250 Penalty: 2995.966309
	Iteration 9Q: 3 clusters Score -59228.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -59266.281250 Penalty: 2995.966309
	Iteration 10Q: 3 clusters Score -59266.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -59291.304688 Penalty: 2995.966309
	Iteration 11Q: 3 clusters Score -59291.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -59335.425781 Penalty: 2995.966309
	Iteration 12Q: 3 clusters Score -59335.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -59343.992188 Penalty: 2995.966309
	Iteration 13Q: 3 clusters Score -59343.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -59362.472656 Penalty: 2995.966309
	Iteration 14Q: 3 clusters Score -59362.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -59400.046875 Penalty: 2995.966309
	Iteration 15Q: 3 clusters Score -59400.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -59446.730469 Penalty: 2995.966309
	Iteration 16Q: 3 clusters Score -59446.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -59452.488281 Penalty: 2995.966309
	Iteration 17Q: 3 clusters Score -59452.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -59452.488281 Penalty: 2995.966309
	Iteration 18F: 3 clusters Score -59452.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 2524 members 
Mstep: Class 3 contains 4147 members 
Mstep: Class 4 contains 12067 members 
Mstep: Class 5 contains 3165 members 
Mstep: Class 6 contains 2545 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7722 members 
Mstep: Class 9 contains 173209 members 
Mstep: Class 10 contains 8527 members 
Mstep: Class 11 contains 3838 members 
Mstep: Class 12 contains 23331 members 
Mstep: Class 13 contains 4025 members 
Mstep: Class 14 contains 6781 members 
Mstep: Class 15 contains 180815 members 
Mstep: Class 16 contains 217447 members 
Mstep: Class 17 contains 11781 members 
Mstep: Class 18 contains 29348 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4180 members 
Mstep: Class 21 contains 22387 members 
Mstep: Class 22 contains 50948 members 
Mstep: Class 23 contains 4484 members 
Mstep: Class 24 contains 2372 members 
Mstep: Class 25 contains 39552 members 
Mstep: Class 26 contains 37621 members 
Mstep: Class 27 contains 6285 members 
Mstep: Class 28 contains 25985 members 
Mstep: Class 29 contains 7512 members 
Mstep: Class 30 contains 19615 members 
Mstep: Class 31 contains 5508 members 
Mstep: Class 32 contains 17740 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11722 members 
Mstep: Class 35 contains 61501 members 
Mstep: Class 36 contains 26410 members 
Mstep: Class 37 contains 7329 members 
Mstep: Class 38 contains 254 members 
Mstep: Class 39 contains 3643 members 
Mstep: Class 40 contains 2907 members 
Mstep: Class 41 contains 23757 members 
Mstep: Class 42 contains 11210 members 
Mstep: Class 43 contains 481 members 
Mstep: Class 44 contains 2848 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10291 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27563 members 
Mstep: Class 49 contains 7882 members 
Mstep: Class 50 contains 313 members 
Mstep: Class 51 contains 28858 members 
Mstep: Class 52 contains 248 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 366 members 
Mstep: Class 56 contains 1130 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 404 members 
Mstep: Class 59 contains 911 members 
Mstep: Class 60 contains 337 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 334 members 
Mstep: Class 63 contains 1106 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 666 members 
Mstep: Class 67 contains 474 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 306 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 436 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1695 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2137 members 
Mstep: Class 77 contains 245 members 
Mstep: Class 78 contains 193 members 
Mstep: Class 79 contains 944 members 
Mstep: Class 80 contains 175 members 
Entering Unmasked Estep 
Score: -147540656.000000 Penalty: 277521.750000
Splitting cluster 77 changes total score from -147542160.000000 to -147540656.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 78 (193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Entering Unmasked Estep 
Score: -26452.748047 Penalty: 1305.147095
	Iteration 0F: 2 clusters Score -26452.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -25400.107422 Penalty: 2610.294189
	Iteration 0F: 3 clusters Score -25400.11 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -25509.490234 Penalty: 2610.294189
	Iteration 1F: 3 clusters Score -25509.49 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -25636.839844 Penalty: 2610.294189
	Iteration 2Q: 3 clusters Score -25636.84 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -25756.140625 Penalty: 2610.294189
	Iteration 3F: 3 clusters Score -25756.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -25837.160156 Penalty: 2610.294189
	Iteration 4Q: 3 clusters Score -25837.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -25863.611328 Penalty: 2610.294189
	Iteration 5Q: 3 clusters Score -25863.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -25878.183594 Penalty: 2610.294189
	Iteration 6Q: 3 clusters Score -25878.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -25900.455078 Penalty: 2610.294189
	Iteration 7Q: 3 clusters Score -25900.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -25900.455078 Penalty: 2610.294189
	Iteration 8F: 3 clusters Score -25900.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 2524 members 
Mstep: Class 3 contains 4147 members 
Mstep: Class 4 contains 12067 members 
Mstep: Class 5 contains 3165 members 
Mstep: Class 6 contains 2545 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7722 members 
Mstep: Class 9 contains 173209 members 
Mstep: Class 10 contains 8527 members 
Mstep: Class 11 contains 3838 members 
Mstep: Class 12 contains 23331 members 
Mstep: Class 13 contains 4025 members 
Mstep: Class 14 contains 6781 members 
Mstep: Class 15 contains 180815 members 
Mstep: Class 16 contains 217447 members 
Mstep: Class 17 contains 11781 members 
Mstep: Class 18 contains 29348 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4180 members 
Mstep: Class 21 contains 22387 members 
Mstep: Class 22 contains 50948 members 
Mstep: Class 23 contains 4484 members 
Mstep: Class 24 contains 2372 members 
Mstep: Class 25 contains 39552 members 
Mstep: Class 26 contains 37621 members 
Mstep: Class 27 contains 6285 members 
Mstep: Class 28 contains 25985 members 
Mstep: Class 29 contains 7512 members 
Mstep: Class 30 contains 19615 members 
Mstep: Class 31 contains 5508 members 
Mstep: Class 32 contains 17740 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11722 members 
Mstep: Class 35 contains 61501 members 
Mstep: Class 36 contains 26410 members 
Mstep: Class 37 contains 7329 members 
Mstep: Class 38 contains 254 members 
Mstep: Class 39 contains 3643 members 
Mstep: Class 40 contains 2907 members 
Mstep: Class 41 contains 23757 members 
Mstep: Class 42 contains 11210 members 
Mstep: Class 43 contains 481 members 
Mstep: Class 44 contains 2848 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10291 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27563 members 
Mstep: Class 49 contains 7882 members 
Mstep: Class 50 contains 313 members 
Mstep: Class 51 contains 28858 members 
Mstep: Class 52 contains 248 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 366 members 
Mstep: Class 56 contains 1130 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 404 members 
Mstep: Class 59 contains 911 members 
Mstep: Class 60 contains 337 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 334 members 
Mstep: Class 63 contains 1106 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 666 members 
Mstep: Class 67 contains 474 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 306 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 436 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1695 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2137 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147542784.000000 Penalty: 274052.718750
Iteration 279Q: 80 clusters Score -1.475428e+08 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 2524 members 
Mstep: Class 3 contains 4147 members 
Mstep: Class 4 contains 12067 members 
Mstep: Class 5 contains 3164 members 
Mstep: Class 6 contains 2545 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7722 members 
Mstep: Class 9 contains 173190 members 
Mstep: Class 10 contains 8525 members 
Mstep: Class 11 contains 3836 members 
Mstep: Class 12 contains 23331 members 
Mstep: Class 13 contains 4026 members 
Mstep: Class 14 contains 6780 members 
Mstep: Class 15 contains 180724 members 
Mstep: Class 16 contains 217440 members 
Mstep: Class 17 contains 11758 members 
Mstep: Class 18 contains 29354 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4180 members 
Mstep: Class 21 contains 22385 members 
Mstep: Class 22 contains 51009 members 
Mstep: Class 23 contains 4484 members 
Mstep: Class 24 contains 2365 members 
Mstep: Class 25 contains 39552 members 
Mstep: Class 26 contains 37620 members 
Mstep: Class 27 contains 6284 members 
Mstep: Class 28 contains 25991 members 
Mstep: Class 29 contains 7511 members 
Mstep: Class 30 contains 19597 members 
Mstep: Class 31 contains 5511 members 
Mstep: Class 32 contains 17720 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11722 members 
Mstep: Class 35 contains 61499 members 
Mstep: Class 36 contains 26410 members 
Mstep: Class 37 contains 7329 members 
Mstep: Class 38 contains 254 members 
Mstep: Class 39 contains 3643 members 
Mstep: Class 40 contains 2907 members 
Mstep: Class 41 contains 23861 members 
Mstep: Class 42 contains 11212 members 
Mstep: Class 43 contains 481 members 
Mstep: Class 44 contains 2848 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10292 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27563 members 
Mstep: Class 49 contains 7880 members 
Mstep: Class 50 contains 312 members 
Mstep: Class 51 contains 28869 members 
Mstep: Class 52 contains 248 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 366 members 
Mstep: Class 56 contains 1130 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 404 members 
Mstep: Class 59 contains 911 members 
Mstep: Class 60 contains 337 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 334 members 
Mstep: Class 63 contains 1101 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 666 members 
Mstep: Class 67 contains 509 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 306 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 436 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1695 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2115 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 193 members 
Mstep: Class 79 contains 944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147542960.000000 Penalty: 274052.718750
Iteration 280F: 80 clusters Score -1.47543e+08 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 2524 members 
Mstep: Class 3 contains 4147 members 
Mstep: Class 4 contains 12065 members 
Mstep: Class 5 contains 3164 members 
Mstep: Class 6 contains 2545 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7720 members 
Mstep: Class 9 contains 173180 members 
Mstep: Class 10 contains 8524 members 
Mstep: Class 11 contains 3836 members 
Mstep: Class 12 contains 23330 members 
Mstep: Class 13 contains 4026 members 
Mstep: Class 14 contains 6780 members 
Mstep: Class 15 contains 180640 members 
Mstep: Class 16 contains 217435 members 
Mstep: Class 17 contains 11752 members 
Mstep: Class 18 contains 29358 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4180 members 
Mstep: Class 21 contains 22368 members 
Mstep: Class 22 contains 51055 members 
Mstep: Class 23 contains 4484 members 
Mstep: Class 24 contains 2354 members 
Mstep: Class 25 contains 39553 members 
Mstep: Class 26 contains 37619 members 
Mstep: Class 27 contains 6283 members 
Mstep: Class 28 contains 25988 members 
Mstep: Class 29 contains 7510 members 
Mstep: Class 30 contains 19578 members 
Mstep: Class 31 contains 5508 members 
Mstep: Class 32 contains 17712 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11722 members 
Mstep: Class 35 contains 61500 members 
Mstep: Class 36 contains 26410 members 
Mstep: Class 37 contains 7329 members 
Mstep: Class 38 contains 254 members 
Mstep: Class 39 contains 3643 members 
Mstep: Class 40 contains 2907 members 
Mstep: Class 41 contains 23967 members 
Mstep: Class 42 contains 11213 members 
Mstep: Class 43 contains 481 members 
Mstep: Class 44 contains 2848 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10294 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27562 members 
Mstep: Class 49 contains 7882 members 
Mstep: Class 50 contains 312 members 
Mstep: Class 51 contains 28875 members 
Mstep: Class 52 contains 248 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 366 members 
Mstep: Class 56 contains 1130 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 404 members 
Mstep: Class 59 contains 911 members 
Mstep: Class 60 contains 337 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 334 members 
Mstep: Class 63 contains 1096 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 666 members 
Mstep: Class 67 contains 542 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 306 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 436 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1695 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2098 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 193 members 
Mstep: Class 79 contains 944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147543232.000000 Penalty: 274052.718750
Iteration 281Q: 80 clusters Score -1.475432e+08 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 2524 members 
Mstep: Class 3 contains 4147 members 
Mstep: Class 4 contains 12065 members 
Mstep: Class 5 contains 3164 members 
Mstep: Class 6 contains 2545 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7719 members 
Mstep: Class 9 contains 173167 members 
Mstep: Class 10 contains 8529 members 
Mstep: Class 11 contains 3834 members 
Mstep: Class 12 contains 23331 members 
Mstep: Class 13 contains 4027 members 
Mstep: Class 14 contains 6781 members 
Mstep: Class 15 contains 180534 members 
Mstep: Class 16 contains 217442 members 
Mstep: Class 17 contains 11744 members 
Mstep: Class 18 contains 29368 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4180 members 
Mstep: Class 21 contains 22360 members 
Mstep: Class 22 contains 51079 members 
Mstep: Class 23 contains 4484 members 
Mstep: Class 24 contains 2344 members 
Mstep: Class 25 contains 39554 members 
Mstep: Class 26 contains 37622 members 
Mstep: Class 27 contains 6279 members 
Mstep: Class 28 contains 25985 members 
Mstep: Class 29 contains 7508 members 
Mstep: Class 30 contains 19561 members 
Mstep: Class 31 contains 5507 members 
Mstep: Class 32 contains 17711 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11722 members 
Mstep: Class 35 contains 61493 members 
Mstep: Class 36 contains 26418 members 
Mstep: Class 37 contains 7328 members 
Mstep: Class 38 contains 254 members 
Mstep: Class 39 contains 3643 members 
Mstep: Class 40 contains 2907 members 
Mstep: Class 41 contains 24074 members 
Mstep: Class 42 contains 11211 members 
Mstep: Class 43 contains 481 members 
Mstep: Class 44 contains 2848 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10294 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27561 members 
Mstep: Class 49 contains 7889 members 
Mstep: Class 50 contains 312 members 
Mstep: Class 51 contains 28877 members 
Mstep: Class 52 contains 248 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 366 members 
Mstep: Class 56 contains 1130 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 404 members 
Mstep: Class 59 contains 911 members 
Mstep: Class 60 contains 337 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 334 members 
Mstep: Class 63 contains 1096 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 666 members 
Mstep: Class 67 contains 556 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 306 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 436 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1694 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2095 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 193 members 
Mstep: Class 79 contains 944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147543488.000000 Penalty: 274052.718750
Iteration 282Q: 80 clusters Score -1.475435e+08 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 2524 members 
Mstep: Class 3 contains 4147 members 
Mstep: Class 4 contains 12065 members 
Mstep: Class 5 contains 3164 members 
Mstep: Class 6 contains 2545 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7719 members 
Mstep: Class 9 contains 173156 members 
Mstep: Class 10 contains 8529 members 
Mstep: Class 11 contains 3833 members 
Mstep: Class 12 contains 23330 members 
Mstep: Class 13 contains 4028 members 
Mstep: Class 14 contains 6782 members 
Mstep: Class 15 contains 180449 members 
Mstep: Class 16 contains 217444 members 
Mstep: Class 17 contains 11740 members 
Mstep: Class 18 contains 29374 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4180 members 
Mstep: Class 21 contains 22346 members 
Mstep: Class 22 contains 51105 members 
Mstep: Class 23 contains 4484 members 
Mstep: Class 24 contains 2338 members 
Mstep: Class 25 contains 39557 members 
Mstep: Class 26 contains 37623 members 
Mstep: Class 27 contains 6278 members 
Mstep: Class 28 contains 25983 members 
Mstep: Class 29 contains 7507 members 
Mstep: Class 30 contains 19543 members 
Mstep: Class 31 contains 5506 members 
Mstep: Class 32 contains 17708 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11724 members 
Mstep: Class 35 contains 61487 members 
Mstep: Class 36 contains 26423 members 
Mstep: Class 37 contains 7327 members 
Mstep: Class 38 contains 253 members 
Mstep: Class 39 contains 3643 members 
Mstep: Class 40 contains 2907 members 
Mstep: Class 41 contains 24184 members 
Mstep: Class 42 contains 11209 members 
Mstep: Class 43 contains 481 members 
Mstep: Class 44 contains 2848 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10294 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27561 members 
Mstep: Class 49 contains 7890 members 
Mstep: Class 50 contains 312 members 
Mstep: Class 51 contains 28873 members 
Mstep: Class 52 contains 248 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 366 members 
Mstep: Class 56 contains 1130 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 404 members 
Mstep: Class 59 contains 911 members 
Mstep: Class 60 contains 337 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 334 members 
Mstep: Class 63 contains 1094 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 667 members 
Mstep: Class 67 contains 567 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 306 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 436 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1694 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2092 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 193 members 
Mstep: Class 79 contains 944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147543520.000000 Penalty: 274052.718750
Iteration 283Q: 80 clusters Score -1.475435e+08 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 2524 members 
Mstep: Class 3 contains 4147 members 
Mstep: Class 4 contains 12064 members 
Mstep: Class 5 contains 3164 members 
Mstep: Class 6 contains 2545 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7720 members 
Mstep: Class 9 contains 173150 members 
Mstep: Class 10 contains 8529 members 
Mstep: Class 11 contains 3832 members 
Mstep: Class 12 contains 23329 members 
Mstep: Class 13 contains 4029 members 
Mstep: Class 14 contains 6782 members 
Mstep: Class 15 contains 180375 members 
Mstep: Class 16 contains 217437 members 
Mstep: Class 17 contains 11741 members 
Mstep: Class 18 contains 29382 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4180 members 
Mstep: Class 21 contains 22338 members 
Mstep: Class 22 contains 51121 members 
Mstep: Class 23 contains 4484 members 
Mstep: Class 24 contains 2332 members 
Mstep: Class 25 contains 39552 members 
Mstep: Class 26 contains 37623 members 
Mstep: Class 27 contains 6277 members 
Mstep: Class 28 contains 25980 members 
Mstep: Class 29 contains 7505 members 
Mstep: Class 30 contains 19525 members 
Mstep: Class 31 contains 5506 members 
Mstep: Class 32 contains 17697 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11725 members 
Mstep: Class 35 contains 61486 members 
Mstep: Class 36 contains 26421 members 
Mstep: Class 37 contains 7327 members 
Mstep: Class 38 contains 252 members 
Mstep: Class 39 contains 3643 members 
Mstep: Class 40 contains 2908 members 
Mstep: Class 41 contains 24292 members 
Mstep: Class 42 contains 11208 members 
Mstep: Class 43 contains 481 members 
Mstep: Class 44 contains 2848 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10295 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27561 members 
Mstep: Class 49 contains 7893 members 
Mstep: Class 50 contains 312 members 
Mstep: Class 51 contains 28876 members 
Mstep: Class 52 contains 248 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 366 members 
Mstep: Class 56 contains 1130 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 404 members 
Mstep: Class 59 contains 911 members 
Mstep: Class 60 contains 337 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 333 members 
Mstep: Class 63 contains 1094 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 667 members 
Mstep: Class 67 contains 577 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 306 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 436 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1694 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2090 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 193 members 
Mstep: Class 79 contains 944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147543616.000000 Penalty: 274052.718750
Iteration 284Q: 80 clusters Score -1.475436e+08 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 2523 members 
Mstep: Class 3 contains 4147 members 
Mstep: Class 4 contains 12065 members 
Mstep: Class 5 contains 3165 members 
Mstep: Class 6 contains 2545 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7720 members 
Mstep: Class 9 contains 173131 members 
Mstep: Class 10 contains 8528 members 
Mstep: Class 11 contains 3832 members 
Mstep: Class 12 contains 23327 members 
Mstep: Class 13 contains 4030 members 
Mstep: Class 14 contains 6782 members 
Mstep: Class 15 contains 180287 members 
Mstep: Class 16 contains 217438 members 
Mstep: Class 17 contains 11745 members 
Mstep: Class 18 contains 29387 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4180 members 
Mstep: Class 21 contains 22322 members 
Mstep: Class 22 contains 51133 members 
Mstep: Class 23 contains 4484 members 
Mstep: Class 24 contains 2323 members 
Mstep: Class 25 contains 39555 members 
Mstep: Class 26 contains 37626 members 
Mstep: Class 27 contains 6277 members 
Mstep: Class 28 contains 25981 members 
Mstep: Class 29 contains 7503 members 
Mstep: Class 30 contains 19505 members 
Mstep: Class 31 contains 5508 members 
Mstep: Class 32 contains 17689 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11725 members 
Mstep: Class 35 contains 61484 members 
Mstep: Class 36 contains 26424 members 
Mstep: Class 37 contains 7327 members 
Mstep: Class 38 contains 252 members 
Mstep: Class 39 contains 3643 members 
Mstep: Class 40 contains 2908 members 
Mstep: Class 41 contains 24407 members 
Mstep: Class 42 contains 11208 members 
Mstep: Class 43 contains 481 members 
Mstep: Class 44 contains 2848 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10298 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27561 members 
Mstep: Class 49 contains 7898 members 
Mstep: Class 50 contains 312 members 
Mstep: Class 51 contains 28876 members 
Mstep: Class 52 contains 248 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 366 members 
Mstep: Class 56 contains 1130 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 404 members 
Mstep: Class 59 contains 911 members 
Mstep: Class 60 contains 337 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 332 members 
Mstep: Class 63 contains 1094 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 667 members 
Mstep: Class 67 contains 587 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 306 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 436 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1694 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2090 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 193 members 
Mstep: Class 79 contains 944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147543632.000000 Penalty: 274052.718750
Iteration 285Q: 80 clusters Score -1.475436e+08 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 2523 members 
Mstep: Class 3 contains 4147 members 
Mstep: Class 4 contains 12065 members 
Mstep: Class 5 contains 3166 members 
Mstep: Class 6 contains 2545 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7717 members 
Mstep: Class 9 contains 173118 members 
Mstep: Class 10 contains 8528 members 
Mstep: Class 11 contains 3830 members 
Mstep: Class 12 contains 23327 members 
Mstep: Class 13 contains 4030 members 
Mstep: Class 14 contains 6782 members 
Mstep: Class 15 contains 180144 members 
Mstep: Class 16 contains 217441 members 
Mstep: Class 17 contains 11746 members 
Mstep: Class 18 contains 29387 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4180 members 
Mstep: Class 21 contains 22313 members 
Mstep: Class 22 contains 51156 members 
Mstep: Class 23 contains 4484 members 
Mstep: Class 24 contains 2322 members 
Mstep: Class 25 contains 39564 members 
Mstep: Class 26 contains 37630 members 
Mstep: Class 27 contains 6274 members 
Mstep: Class 28 contains 25981 members 
Mstep: Class 29 contains 7502 members 
Mstep: Class 30 contains 19490 members 
Mstep: Class 31 contains 5505 members 
Mstep: Class 32 contains 17684 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11726 members 
Mstep: Class 35 contains 61484 members 
Mstep: Class 36 contains 26426 members 
Mstep: Class 37 contains 7327 members 
Mstep: Class 38 contains 252 members 
Mstep: Class 39 contains 3643 members 
Mstep: Class 40 contains 2908 members 
Mstep: Class 41 contains 24542 members 
Mstep: Class 42 contains 11208 members 
Mstep: Class 43 contains 481 members 
Mstep: Class 44 contains 2848 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10300 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27561 members 
Mstep: Class 49 contains 7903 members 
Mstep: Class 50 contains 312 members 
Mstep: Class 51 contains 28888 members 
Mstep: Class 52 contains 248 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 366 members 
Mstep: Class 56 contains 1130 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 404 members 
Mstep: Class 59 contains 911 members 
Mstep: Class 60 contains 337 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 332 members 
Mstep: Class 63 contains 1094 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 667 members 
Mstep: Class 67 contains 589 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 306 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 436 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1694 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2089 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 193 members 
Mstep: Class 79 contains 944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147543584.000000 Penalty: 274052.718750
Iteration 286Q: 80 clusters Score -1.475436e+08 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 2523 members 
Mstep: Class 3 contains 4147 members 
Mstep: Class 4 contains 12066 members 
Mstep: Class 5 contains 3167 members 
Mstep: Class 6 contains 2545 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7717 members 
Mstep: Class 9 contains 173107 members 
Mstep: Class 10 contains 8530 members 
Mstep: Class 11 contains 3829 members 
Mstep: Class 12 contains 23326 members 
Mstep: Class 13 contains 4030 members 
Mstep: Class 14 contains 6783 members 
Mstep: Class 15 contains 180026 members 
Mstep: Class 16 contains 217444 members 
Mstep: Class 17 contains 11751 members 
Mstep: Class 18 contains 29384 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4180 members 
Mstep: Class 21 contains 22307 members 
Mstep: Class 22 contains 51172 members 
Mstep: Class 23 contains 4484 members 
Mstep: Class 24 contains 2322 members 
Mstep: Class 25 contains 39564 members 
Mstep: Class 26 contains 37630 members 
Mstep: Class 27 contains 6275 members 
Mstep: Class 28 contains 25982 members 
Mstep: Class 29 contains 7501 members 
Mstep: Class 30 contains 19475 members 
Mstep: Class 31 contains 5498 members 
Mstep: Class 32 contains 17677 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11726 members 
Mstep: Class 35 contains 61483 members 
Mstep: Class 36 contains 26424 members 
Mstep: Class 37 contains 7327 members 
Mstep: Class 38 contains 252 members 
Mstep: Class 39 contains 3644 members 
Mstep: Class 40 contains 2908 members 
Mstep: Class 41 contains 24688 members 
Mstep: Class 42 contains 11208 members 
Mstep: Class 43 contains 481 members 
Mstep: Class 44 contains 2848 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10304 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27561 members 
Mstep: Class 49 contains 7906 members 
Mstep: Class 50 contains 312 members 
Mstep: Class 51 contains 28877 members 
Mstep: Class 52 contains 248 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 366 members 
Mstep: Class 56 contains 1130 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 404 members 
Mstep: Class 59 contains 911 members 
Mstep: Class 60 contains 337 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 332 members 
Mstep: Class 63 contains 1093 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 667 members 
Mstep: Class 67 contains 590 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 306 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 436 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1693 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2090 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 193 members 
Mstep: Class 79 contains 944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147543728.000000 Penalty: 274052.718750
Iteration 287Q: 80 clusters Score -1.475437e+08 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 2522 members 
Mstep: Class 3 contains 4147 members 
Mstep: Class 4 contains 12068 members 
Mstep: Class 5 contains 3168 members 
Mstep: Class 6 contains 2545 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7716 members 
Mstep: Class 9 contains 173102 members 
Mstep: Class 10 contains 8527 members 
Mstep: Class 11 contains 3828 members 
Mstep: Class 12 contains 23325 members 
Mstep: Class 13 contains 4030 members 
Mstep: Class 14 contains 6785 members 
Mstep: Class 15 contains 179948 members 
Mstep: Class 16 contains 217427 members 
Mstep: Class 17 contains 11751 members 
Mstep: Class 18 contains 29384 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4180 members 
Mstep: Class 21 contains 22306 members 
Mstep: Class 22 contains 51186 members 
Mstep: Class 23 contains 4484 members 
Mstep: Class 24 contains 2324 members 
Mstep: Class 25 contains 39566 members 
Mstep: Class 26 contains 37631 members 
Mstep: Class 27 contains 6276 members 
Mstep: Class 28 contains 25981 members 
Mstep: Class 29 contains 7501 members 
Mstep: Class 30 contains 19458 members 
Mstep: Class 31 contains 5487 members 
Mstep: Class 32 contains 17676 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11727 members 
Mstep: Class 35 contains 61484 members 
Mstep: Class 36 contains 26416 members 
Mstep: Class 37 contains 7327 members 
Mstep: Class 38 contains 252 members 
Mstep: Class 39 contains 3644 members 
Mstep: Class 40 contains 2908 members 
Mstep: Class 41 contains 24802 members 
Mstep: Class 42 contains 11208 members 
Mstep: Class 43 contains 481 members 
Mstep: Class 44 contains 2848 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10306 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27561 members 
Mstep: Class 49 contains 7909 members 
Mstep: Class 50 contains 312 members 
Mstep: Class 51 contains 28881 members 
Mstep: Class 52 contains 248 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 366 members 
Mstep: Class 56 contains 1130 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 404 members 
Mstep: Class 59 contains 911 members 
Mstep: Class 60 contains 337 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 332 members 
Mstep: Class 63 contains 1091 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 667 members 
Mstep: Class 67 contains 590 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 306 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 436 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1692 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2091 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 193 members 
Mstep: Class 79 contains 944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147543648.000000 Penalty: 274052.718750
Iteration 288Q: 80 clusters Score -1.475436e+08 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 2522 members 
Mstep: Class 3 contains 4147 members 
Mstep: Class 4 contains 12067 members 
Mstep: Class 5 contains 3166 members 
Mstep: Class 6 contains 2545 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7716 members 
Mstep: Class 9 contains 173088 members 
Mstep: Class 10 contains 8526 members 
Mstep: Class 11 contains 3827 members 
Mstep: Class 12 contains 23324 members 
Mstep: Class 13 contains 4030 members 
Mstep: Class 14 contains 6785 members 
Mstep: Class 15 contains 179872 members 
Mstep: Class 16 contains 217410 members 
Mstep: Class 17 contains 11744 members 
Mstep: Class 18 contains 29390 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4180 members 
Mstep: Class 21 contains 22295 members 
Mstep: Class 22 contains 51218 members 
Mstep: Class 23 contains 4484 members 
Mstep: Class 24 contains 2325 members 
Mstep: Class 25 contains 39569 members 
Mstep: Class 26 contains 37632 members 
Mstep: Class 27 contains 6274 members 
Mstep: Class 28 contains 25984 members 
Mstep: Class 29 contains 7501 members 
Mstep: Class 30 contains 19447 members 
Mstep: Class 31 contains 5477 members 
Mstep: Class 32 contains 17679 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11727 members 
Mstep: Class 35 contains 61482 members 
Mstep: Class 36 contains 26414 members 
Mstep: Class 37 contains 7327 members 
Mstep: Class 38 contains 252 members 
Mstep: Class 39 contains 3644 members 
Mstep: Class 40 contains 2907 members 
Mstep: Class 41 contains 24908 members 
Mstep: Class 42 contains 11208 members 
Mstep: Class 43 contains 481 members 
Mstep: Class 44 contains 2848 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10306 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27561 members 
Mstep: Class 49 contains 7908 members 
Mstep: Class 50 contains 312 members 
Mstep: Class 51 contains 28887 members 
Mstep: Class 52 contains 248 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 366 members 
Mstep: Class 56 contains 1130 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 404 members 
Mstep: Class 59 contains 911 members 
Mstep: Class 60 contains 337 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 332 members 
Mstep: Class 63 contains 1090 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 667 members 
Mstep: Class 67 contains 590 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 306 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 436 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1692 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2091 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 193 members 
Mstep: Class 79 contains 944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147543584.000000 Penalty: 274052.718750
Iteration 289Q: 80 clusters Score -1.475436e+08 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 2522 members 
Mstep: Class 3 contains 4147 members 
Mstep: Class 4 contains 12069 members 
Mstep: Class 5 contains 3165 members 
Mstep: Class 6 contains 2545 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7715 members 
Mstep: Class 9 contains 173084 members 
Mstep: Class 10 contains 8528 members 
Mstep: Class 11 contains 3827 members 
Mstep: Class 12 contains 23321 members 
Mstep: Class 13 contains 4030 members 
Mstep: Class 14 contains 6785 members 
Mstep: Class 15 contains 179801 members 
Mstep: Class 16 contains 217393 members 
Mstep: Class 17 contains 11736 members 
Mstep: Class 18 contains 29394 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4180 members 
Mstep: Class 21 contains 22293 members 
Mstep: Class 22 contains 51226 members 
Mstep: Class 23 contains 4484 members 
Mstep: Class 24 contains 2325 members 
Mstep: Class 25 contains 39567 members 
Mstep: Class 26 contains 37634 members 
Mstep: Class 27 contains 6274 members 
Mstep: Class 28 contains 25983 members 
Mstep: Class 29 contains 7501 members 
Mstep: Class 30 contains 19432 members 
Mstep: Class 31 contains 5471 members 
Mstep: Class 32 contains 17676 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11729 members 
Mstep: Class 35 contains 61483 members 
Mstep: Class 36 contains 26411 members 
Mstep: Class 37 contains 7327 members 
Mstep: Class 38 contains 252 members 
Mstep: Class 39 contains 3644 members 
Mstep: Class 40 contains 2907 members 
Mstep: Class 41 contains 25001 members 
Mstep: Class 42 contains 11209 members 
Mstep: Class 43 contains 481 members 
Mstep: Class 44 contains 2848 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10308 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27561 members 
Mstep: Class 49 contains 7910 members 
Mstep: Class 50 contains 312 members 
Mstep: Class 51 contains 28906 members 
Mstep: Class 52 contains 248 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 366 members 
Mstep: Class 56 contains 1130 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 404 members 
Mstep: Class 59 contains 911 members 
Mstep: Class 60 contains 337 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 332 members 
Mstep: Class 63 contains 1090 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 667 members 
Mstep: Class 67 contains 590 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 306 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 436 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1692 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2091 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 193 members 
Mstep: Class 79 contains 944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147543680.000000 Penalty: 274052.718750
Iteration 290Q: 80 clusters Score -1.475437e+08 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 2522 members 
Mstep: Class 3 contains 4147 members 
Mstep: Class 4 contains 12069 members 
Mstep: Class 5 contains 3165 members 
Mstep: Class 6 contains 2545 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7714 members 
Mstep: Class 9 contains 173076 members 
Mstep: Class 10 contains 8528 members 
Mstep: Class 11 contains 3826 members 
Mstep: Class 12 contains 23319 members 
Mstep: Class 13 contains 4031 members 
Mstep: Class 14 contains 6785 members 
Mstep: Class 15 contains 179737 members 
Mstep: Class 16 contains 217376 members 
Mstep: Class 17 contains 11724 members 
Mstep: Class 18 contains 29393 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4180 members 
Mstep: Class 21 contains 22291 members 
Mstep: Class 22 contains 51239 members 
Mstep: Class 23 contains 4484 members 
Mstep: Class 24 contains 2325 members 
Mstep: Class 25 contains 39570 members 
Mstep: Class 26 contains 37635 members 
Mstep: Class 27 contains 6271 members 
Mstep: Class 28 contains 25983 members 
Mstep: Class 29 contains 7500 members 
Mstep: Class 30 contains 19428 members 
Mstep: Class 31 contains 5457 members 
Mstep: Class 32 contains 17675 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11728 members 
Mstep: Class 35 contains 61485 members 
Mstep: Class 36 contains 26410 members 
Mstep: Class 37 contains 7328 members 
Mstep: Class 38 contains 252 members 
Mstep: Class 39 contains 3644 members 
Mstep: Class 40 contains 2907 members 
Mstep: Class 41 contains 25098 members 
Mstep: Class 42 contains 11212 members 
Mstep: Class 43 contains 481 members 
Mstep: Class 44 contains 2848 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10306 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27561 members 
Mstep: Class 49 contains 7914 members 
Mstep: Class 50 contains 312 members 
Mstep: Class 51 contains 28918 members 
Mstep: Class 52 contains 248 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 366 members 
Mstep: Class 56 contains 1130 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 404 members 
Mstep: Class 59 contains 911 members 
Mstep: Class 60 contains 337 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 332 members 
Mstep: Class 63 contains 1090 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 667 members 
Mstep: Class 67 contains 590 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 306 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 436 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1692 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2091 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 193 members 
Mstep: Class 79 contains 944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147543760.000000 Penalty: 274052.718750
Iteration 291Q: 80 clusters Score -1.475438e+08 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 2522 members 
Mstep: Class 3 contains 4147 members 
Mstep: Class 4 contains 12069 members 
Mstep: Class 5 contains 3165 members 
Mstep: Class 6 contains 2545 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7714 members 
Mstep: Class 9 contains 173068 members 
Mstep: Class 10 contains 8528 members 
Mstep: Class 11 contains 3825 members 
Mstep: Class 12 contains 23317 members 
Mstep: Class 13 contains 4031 members 
Mstep: Class 14 contains 6786 members 
Mstep: Class 15 contains 179695 members 
Mstep: Class 16 contains 217350 members 
Mstep: Class 17 contains 11717 members 
Mstep: Class 18 contains 29391 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4180 members 
Mstep: Class 21 contains 22287 members 
Mstep: Class 22 contains 51258 members 
Mstep: Class 23 contains 4484 members 
Mstep: Class 24 contains 2325 members 
Mstep: Class 25 contains 39567 members 
Mstep: Class 26 contains 37634 members 
Mstep: Class 27 contains 6268 members 
Mstep: Class 28 contains 25983 members 
Mstep: Class 29 contains 7500 members 
Mstep: Class 30 contains 19426 members 
Mstep: Class 31 contains 5442 members 
Mstep: Class 32 contains 17669 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11728 members 
Mstep: Class 35 contains 61485 members 
Mstep: Class 36 contains 26409 members 
Mstep: Class 37 contains 7328 members 
Mstep: Class 38 contains 252 members 
Mstep: Class 39 contains 3643 members 
Mstep: Class 40 contains 2905 members 
Mstep: Class 41 contains 25204 members 
Mstep: Class 42 contains 11214 members 
Mstep: Class 43 contains 481 members 
Mstep: Class 44 contains 2848 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10305 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27561 members 
Mstep: Class 49 contains 7918 members 
Mstep: Class 50 contains 312 members 
Mstep: Class 51 contains 28913 members 
Mstep: Class 52 contains 248 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 366 members 
Mstep: Class 56 contains 1130 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 404 members 
Mstep: Class 59 contains 911 members 
Mstep: Class 60 contains 337 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 332 members 
Mstep: Class 63 contains 1090 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 667 members 
Mstep: Class 67 contains 590 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 306 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 436 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1692 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2091 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 193 members 
Mstep: Class 79 contains 944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147543920.000000 Penalty: 274052.718750
Iteration 292Q: 80 clusters Score -1.475439e+08 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 2522 members 
Mstep: Class 3 contains 4147 members 
Mstep: Class 4 contains 12068 members 
Mstep: Class 5 contains 3168 members 
Mstep: Class 6 contains 2545 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7712 members 
Mstep: Class 9 contains 173054 members 
Mstep: Class 10 contains 8526 members 
Mstep: Class 11 contains 3825 members 
Mstep: Class 12 contains 23314 members 
Mstep: Class 13 contains 4031 members 
Mstep: Class 14 contains 6787 members 
Mstep: Class 15 contains 179643 members 
Mstep: Class 16 contains 217326 members 
Mstep: Class 17 contains 11709 members 
Mstep: Class 18 contains 29393 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4180 members 
Mstep: Class 21 contains 22272 members 
Mstep: Class 22 contains 51278 members 
Mstep: Class 23 contains 4484 members 
Mstep: Class 24 contains 2325 members 
Mstep: Class 25 contains 39560 members 
Mstep: Class 26 contains 37633 members 
Mstep: Class 27 contains 6264 members 
Mstep: Class 28 contains 25979 members 
Mstep: Class 29 contains 7500 members 
Mstep: Class 30 contains 19419 members 
Mstep: Class 31 contains 5425 members 
Mstep: Class 32 contains 17671 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11728 members 
Mstep: Class 35 contains 61480 members 
Mstep: Class 36 contains 26410 members 
Mstep: Class 37 contains 7328 members 
Mstep: Class 38 contains 252 members 
Mstep: Class 39 contains 3644 members 
Mstep: Class 40 contains 2905 members 
Mstep: Class 41 contains 25329 members 
Mstep: Class 42 contains 11212 members 
Mstep: Class 43 contains 481 members 
Mstep: Class 44 contains 2848 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10307 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27561 members 
Mstep: Class 49 contains 7923 members 
Mstep: Class 50 contains 312 members 
Mstep: Class 51 contains 28917 members 
Mstep: Class 52 contains 248 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 366 members 
Mstep: Class 56 contains 1130 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 404 members 
Mstep: Class 59 contains 911 members 
Mstep: Class 60 contains 337 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 332 members 
Mstep: Class 63 contains 1090 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 667 members 
Mstep: Class 67 contains 590 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 306 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 436 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1692 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2091 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 193 members 
Mstep: Class 79 contains 944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147543968.000000 Penalty: 274052.718750
Iteration 293Q: 80 clusters Score -1.47544e+08 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 2522 members 
Mstep: Class 3 contains 4147 members 
Mstep: Class 4 contains 12068 members 
Mstep: Class 5 contains 3169 members 
Mstep: Class 6 contains 2545 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7709 members 
Mstep: Class 9 contains 173042 members 
Mstep: Class 10 contains 8523 members 
Mstep: Class 11 contains 3825 members 
Mstep: Class 12 contains 23306 members 
Mstep: Class 13 contains 4031 members 
Mstep: Class 14 contains 6788 members 
Mstep: Class 15 contains 179594 members 
Mstep: Class 16 contains 217306 members 
Mstep: Class 17 contains 11703 members 
Mstep: Class 18 contains 29403 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4180 members 
Mstep: Class 21 contains 22263 members 
Mstep: Class 22 contains 51293 members 
Mstep: Class 23 contains 4484 members 
Mstep: Class 24 contains 2325 members 
Mstep: Class 25 contains 39552 members 
Mstep: Class 26 contains 37632 members 
Mstep: Class 27 contains 6262 members 
Mstep: Class 28 contains 25976 members 
Mstep: Class 29 contains 7500 members 
Mstep: Class 30 contains 19411 members 
Mstep: Class 31 contains 5410 members 
Mstep: Class 32 contains 17670 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11728 members 
Mstep: Class 35 contains 61479 members 
Mstep: Class 36 contains 26410 members 
Mstep: Class 37 contains 7328 members 
Mstep: Class 38 contains 252 members 
Mstep: Class 39 contains 3644 members 
Mstep: Class 40 contains 2905 members 
Mstep: Class 41 contains 25444 members 
Mstep: Class 42 contains 11212 members 
Mstep: Class 43 contains 481 members 
Mstep: Class 44 contains 2848 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10307 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27561 members 
Mstep: Class 49 contains 7927 members 
Mstep: Class 50 contains 312 members 
Mstep: Class 51 contains 28920 members 
Mstep: Class 52 contains 248 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 366 members 
Mstep: Class 56 contains 1130 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 404 members 
Mstep: Class 59 contains 911 members 
Mstep: Class 60 contains 337 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 332 members 
Mstep: Class 63 contains 1090 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 667 members 
Mstep: Class 67 contains 590 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 306 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 436 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1692 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2091 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 193 members 
Mstep: Class 79 contains 944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147544064.000000 Penalty: 274052.718750
Iteration 294Q: 80 clusters Score -1.475441e+08 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 2522 members 
Mstep: Class 3 contains 4147 members 
Mstep: Class 4 contains 12067 members 
Mstep: Class 5 contains 3172 members 
Mstep: Class 6 contains 2545 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7708 members 
Mstep: Class 9 contains 173037 members 
Mstep: Class 10 contains 8524 members 
Mstep: Class 11 contains 3825 members 
Mstep: Class 12 contains 23304 members 
Mstep: Class 13 contains 4031 members 
Mstep: Class 14 contains 6788 members 
Mstep: Class 15 contains 179543 members 
Mstep: Class 16 contains 217300 members 
Mstep: Class 17 contains 11697 members 
Mstep: Class 18 contains 29409 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4180 members 
Mstep: Class 21 contains 22255 members 
Mstep: Class 22 contains 51303 members 
Mstep: Class 23 contains 4484 members 
Mstep: Class 24 contains 2325 members 
Mstep: Class 25 contains 39545 members 
Mstep: Class 26 contains 37633 members 
Mstep: Class 27 contains 6262 members 
Mstep: Class 28 contains 25969 members 
Mstep: Class 29 contains 7498 members 
Mstep: Class 30 contains 19406 members 
Mstep: Class 31 contains 5399 members 
Mstep: Class 32 contains 17665 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11728 members 
Mstep: Class 35 contains 61473 members 
Mstep: Class 36 contains 26412 members 
Mstep: Class 37 contains 7329 members 
Mstep: Class 38 contains 252 members 
Mstep: Class 39 contains 3644 members 
Mstep: Class 40 contains 2905 members 
Mstep: Class 41 contains 25538 members 
Mstep: Class 42 contains 11213 members 
Mstep: Class 43 contains 481 members 
Mstep: Class 44 contains 2848 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10308 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27561 members 
Mstep: Class 49 contains 7932 members 
Mstep: Class 50 contains 312 members 
Mstep: Class 51 contains 28918 members 
Mstep: Class 52 contains 248 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 366 members 
Mstep: Class 56 contains 1130 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 404 members 
Mstep: Class 59 contains 911 members 
Mstep: Class 60 contains 337 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 332 members 
Mstep: Class 63 contains 1090 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 667 members 
Mstep: Class 67 contains 590 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 306 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 436 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1692 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2091 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 193 members 
Mstep: Class 79 contains 944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147544096.000000 Penalty: 274052.718750
Iteration 295Q: 80 clusters Score -1.475441e+08 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 2522 members 
Mstep: Class 3 contains 4147 members 
Mstep: Class 4 contains 12066 members 
Mstep: Class 5 contains 3174 members 
Mstep: Class 6 contains 2545 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7709 members 
Mstep: Class 9 contains 173031 members 
Mstep: Class 10 contains 8523 members 
Mstep: Class 11 contains 3825 members 
Mstep: Class 12 contains 23302 members 
Mstep: Class 13 contains 4031 members 
Mstep: Class 14 contains 6789 members 
Mstep: Class 15 contains 179521 members 
Mstep: Class 16 contains 217280 members 
Mstep: Class 17 contains 11694 members 
Mstep: Class 18 contains 29418 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4180 members 
Mstep: Class 21 contains 22242 members 
Mstep: Class 22 contains 51312 members 
Mstep: Class 23 contains 4484 members 
Mstep: Class 24 contains 2325 members 
Mstep: Class 25 contains 39543 members 
Mstep: Class 26 contains 37632 members 
Mstep: Class 27 contains 6260 members 
Mstep: Class 28 contains 25968 members 
Mstep: Class 29 contains 7497 members 
Mstep: Class 30 contains 19398 members 
Mstep: Class 31 contains 5388 members 
Mstep: Class 32 contains 17659 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11728 members 
Mstep: Class 35 contains 61473 members 
Mstep: Class 36 contains 26406 members 
Mstep: Class 37 contains 7330 members 
Mstep: Class 38 contains 252 members 
Mstep: Class 39 contains 3644 members 
Mstep: Class 40 contains 2905 members 
Mstep: Class 41 contains 25618 members 
Mstep: Class 42 contains 11214 members 
Mstep: Class 43 contains 481 members 
Mstep: Class 44 contains 2848 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10308 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27560 members 
Mstep: Class 49 contains 7939 members 
Mstep: Class 50 contains 312 members 
Mstep: Class 51 contains 28914 members 
Mstep: Class 52 contains 248 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 366 members 
Mstep: Class 56 contains 1130 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 404 members 
Mstep: Class 59 contains 911 members 
Mstep: Class 60 contains 337 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 332 members 
Mstep: Class 63 contains 1090 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 667 members 
Mstep: Class 67 contains 590 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 306 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 436 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1692 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2091 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 193 members 
Mstep: Class 79 contains 944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147543920.000000 Penalty: 274052.718750
Iteration 296Q: 80 clusters Score -1.475439e+08 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 2522 members 
Mstep: Class 3 contains 4147 members 
Mstep: Class 4 contains 12067 members 
Mstep: Class 5 contains 3176 members 
Mstep: Class 6 contains 2545 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7709 members 
Mstep: Class 9 contains 173025 members 
Mstep: Class 10 contains 8524 members 
Mstep: Class 11 contains 3824 members 
Mstep: Class 12 contains 23301 members 
Mstep: Class 13 contains 4031 members 
Mstep: Class 14 contains 6789 members 
Mstep: Class 15 contains 179492 members 
Mstep: Class 16 contains 217257 members 
Mstep: Class 17 contains 11691 members 
Mstep: Class 18 contains 29427 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4180 members 
Mstep: Class 21 contains 22225 members 
Mstep: Class 22 contains 51323 members 
Mstep: Class 23 contains 4484 members 
Mstep: Class 24 contains 2325 members 
Mstep: Class 25 contains 39541 members 
Mstep: Class 26 contains 37631 members 
Mstep: Class 27 contains 6259 members 
Mstep: Class 28 contains 25972 members 
Mstep: Class 29 contains 7497 members 
Mstep: Class 30 contains 19390 members 
Mstep: Class 31 contains 5380 members 
Mstep: Class 32 contains 17652 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11728 members 
Mstep: Class 35 contains 61472 members 
Mstep: Class 36 contains 26403 members 
Mstep: Class 37 contains 7330 members 
Mstep: Class 38 contains 252 members 
Mstep: Class 39 contains 3644 members 
Mstep: Class 40 contains 2904 members 
Mstep: Class 41 contains 25699 members 
Mstep: Class 42 contains 11215 members 
Mstep: Class 43 contains 481 members 
Mstep: Class 44 contains 2848 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10308 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27560 members 
Mstep: Class 49 contains 7939 members 
Mstep: Class 50 contains 312 members 
Mstep: Class 51 contains 28916 members 
Mstep: Class 52 contains 248 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 366 members 
Mstep: Class 56 contains 1130 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 404 members 
Mstep: Class 59 contains 911 members 
Mstep: Class 60 contains 337 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 332 members 
Mstep: Class 63 contains 1090 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 667 members 
Mstep: Class 67 contains 590 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 306 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 436 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1692 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2091 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 193 members 
Mstep: Class 79 contains 944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147544000.000000 Penalty: 274052.718750
Iteration 297Q: 80 clusters Score -1.47544e+08 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 2522 members 
Mstep: Class 3 contains 4147 members 
Mstep: Class 4 contains 12067 members 
Mstep: Class 5 contains 3178 members 
Mstep: Class 6 contains 2545 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7709 members 
Mstep: Class 9 contains 173030 members 
Mstep: Class 10 contains 8524 members 
Mstep: Class 11 contains 3825 members 
Mstep: Class 12 contains 23300 members 
Mstep: Class 13 contains 4031 members 
Mstep: Class 14 contains 6789 members 
Mstep: Class 15 contains 179426 members 
Mstep: Class 16 contains 217237 members 
Mstep: Class 17 contains 11691 members 
Mstep: Class 18 contains 29426 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4180 members 
Mstep: Class 21 contains 22210 members 
Mstep: Class 22 contains 51339 members 
Mstep: Class 23 contains 4484 members 
Mstep: Class 24 contains 2325 members 
Mstep: Class 25 contains 39537 members 
Mstep: Class 26 contains 37631 members 
Mstep: Class 27 contains 6258 members 
Mstep: Class 28 contains 25971 members 
Mstep: Class 29 contains 7497 members 
Mstep: Class 30 contains 19385 members 
Mstep: Class 31 contains 5371 members 
Mstep: Class 32 contains 17650 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11728 members 
Mstep: Class 35 contains 61471 members 
Mstep: Class 36 contains 26401 members 
Mstep: Class 37 contains 7331 members 
Mstep: Class 38 contains 252 members 
Mstep: Class 39 contains 3644 members 
Mstep: Class 40 contains 2902 members 
Mstep: Class 41 contains 25799 members 
Mstep: Class 42 contains 11215 members 
Mstep: Class 43 contains 481 members 
Mstep: Class 44 contains 2848 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10308 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27560 members 
Mstep: Class 49 contains 7939 members 
Mstep: Class 50 contains 312 members 
Mstep: Class 51 contains 28921 members 
Mstep: Class 52 contains 248 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 366 members 
Mstep: Class 56 contains 1130 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 404 members 
Mstep: Class 59 contains 911 members 
Mstep: Class 60 contains 337 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 332 members 
Mstep: Class 63 contains 1090 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 667 members 
Mstep: Class 67 contains 590 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 306 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 436 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1692 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2091 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 193 members 
Mstep: Class 79 contains 944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147544096.000000 Penalty: 274052.718750
Iteration 298Q: 80 clusters Score -1.475441e+08 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 2522 members 
Mstep: Class 3 contains 4147 members 
Mstep: Class 4 contains 12067 members 
Mstep: Class 5 contains 3180 members 
Mstep: Class 6 contains 2545 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7708 members 
Mstep: Class 9 contains 173027 members 
Mstep: Class 10 contains 8524 members 
Mstep: Class 11 contains 3824 members 
Mstep: Class 12 contains 23298 members 
Mstep: Class 13 contains 4031 members 
Mstep: Class 14 contains 6789 members 
Mstep: Class 15 contains 179378 members 
Mstep: Class 16 contains 217216 members 
Mstep: Class 17 contains 11687 members 
Mstep: Class 18 contains 29431 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4180 members 
Mstep: Class 21 contains 22200 members 
Mstep: Class 22 contains 51346 members 
Mstep: Class 23 contains 4484 members 
Mstep: Class 24 contains 2325 members 
Mstep: Class 25 contains 39534 members 
Mstep: Class 26 contains 37630 members 
Mstep: Class 27 contains 6258 members 
Mstep: Class 28 contains 25972 members 
Mstep: Class 29 contains 7497 members 
Mstep: Class 30 contains 19383 members 
Mstep: Class 31 contains 5362 members 
Mstep: Class 32 contains 17648 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11728 members 
Mstep: Class 35 contains 61470 members 
Mstep: Class 36 contains 26404 members 
Mstep: Class 37 contains 7331 members 
Mstep: Class 38 contains 252 members 
Mstep: Class 39 contains 3644 members 
Mstep: Class 40 contains 2903 members 
Mstep: Class 41 contains 25879 members 
Mstep: Class 42 contains 11218 members 
Mstep: Class 43 contains 481 members 
Mstep: Class 44 contains 2848 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10308 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27560 members 
Mstep: Class 49 contains 7938 members 
Mstep: Class 50 contains 312 members 
Mstep: Class 51 contains 28928 members 
Mstep: Class 52 contains 248 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 366 members 
Mstep: Class 56 contains 1130 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 404 members 
Mstep: Class 59 contains 911 members 
Mstep: Class 60 contains 337 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 332 members 
Mstep: Class 63 contains 1090 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 667 members 
Mstep: Class 67 contains 590 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 306 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 436 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1692 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2091 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 193 members 
Mstep: Class 79 contains 944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147544016.000000 Penalty: 274052.718750
Iteration 299Q: 80 clusters Score -1.47544e+08 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 2522 members 
Mstep: Class 3 contains 4147 members 
Mstep: Class 4 contains 12068 members 
Mstep: Class 5 contains 3180 members 
Mstep: Class 6 contains 2545 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7708 members 
Mstep: Class 9 contains 173028 members 
Mstep: Class 10 contains 8524 members 
Mstep: Class 11 contains 3824 members 
Mstep: Class 12 contains 23296 members 
Mstep: Class 13 contains 4031 members 
Mstep: Class 14 contains 6789 members 
Mstep: Class 15 contains 179342 members 
Mstep: Class 16 contains 217194 members 
Mstep: Class 17 contains 11687 members 
Mstep: Class 18 contains 29434 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4180 members 
Mstep: Class 21 contains 22192 members 
Mstep: Class 22 contains 51344 members 
Mstep: Class 23 contains 4484 members 
Mstep: Class 24 contains 2325 members 
Mstep: Class 25 contains 39536 members 
Mstep: Class 26 contains 37631 members 
Mstep: Class 27 contains 6257 members 
Mstep: Class 28 contains 25974 members 
Mstep: Class 29 contains 7497 members 
Mstep: Class 30 contains 19374 members 
Mstep: Class 31 contains 5350 members 
Mstep: Class 32 contains 17647 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11728 members 
Mstep: Class 35 contains 61471 members 
Mstep: Class 36 contains 26403 members 
Mstep: Class 37 contains 7331 members 
Mstep: Class 38 contains 252 members 
Mstep: Class 39 contains 3644 members 
Mstep: Class 40 contains 2903 members 
Mstep: Class 41 contains 25962 members 
Mstep: Class 42 contains 11218 members 
Mstep: Class 43 contains 481 members 
Mstep: Class 44 contains 2848 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10308 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27560 members 
Mstep: Class 49 contains 7938 members 
Mstep: Class 50 contains 312 members 
Mstep: Class 51 contains 28928 members 
Mstep: Class 52 contains 248 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 366 members 
Mstep: Class 56 contains 1130 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 404 members 
Mstep: Class 59 contains 911 members 
Mstep: Class 60 contains 337 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 332 members 
Mstep: Class 63 contains 1090 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 667 members 
Mstep: Class 67 contains 590 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 306 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 436 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1692 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2091 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 193 members 
Mstep: Class 79 contains 944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147544128.000000 Penalty: 274052.718750
Iteration 300F: 80 clusters Score -1.475441e+08 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 2522 members 
Mstep: Class 3 contains 4147 members 
Mstep: Class 4 contains 12068 members 
Mstep: Class 5 contains 3180 members 
Mstep: Class 6 contains 2545 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7709 members 
Mstep: Class 9 contains 173027 members 
Mstep: Class 10 contains 8524 members 
Mstep: Class 11 contains 3824 members 
Mstep: Class 12 contains 23293 members 
Mstep: Class 13 contains 4031 members 
Mstep: Class 14 contains 6789 members 
Mstep: Class 15 contains 179281 members 
Mstep: Class 16 contains 217176 members 
Mstep: Class 17 contains 11686 members 
Mstep: Class 18 contains 29443 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4180 members 
Mstep: Class 21 contains 22185 members 
Mstep: Class 22 contains 51348 members 
Mstep: Class 23 contains 4484 members 
Mstep: Class 24 contains 2324 members 
Mstep: Class 25 contains 39535 members 
Mstep: Class 26 contains 37631 members 
Mstep: Class 27 contains 6255 members 
Mstep: Class 28 contains 25974 members 
Mstep: Class 29 contains 7497 members 
Mstep: Class 30 contains 19371 members 
Mstep: Class 31 contains 5341 members 
Mstep: Class 32 contains 17646 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11728 members 
Mstep: Class 35 contains 61468 members 
Mstep: Class 36 contains 26408 members 
Mstep: Class 37 contains 7331 members 
Mstep: Class 38 contains 252 members 
Mstep: Class 39 contains 3644 members 
Mstep: Class 40 contains 2903 members 
Mstep: Class 41 contains 26050 members 
Mstep: Class 42 contains 11216 members 
Mstep: Class 43 contains 481 members 
Mstep: Class 44 contains 2848 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10308 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27560 members 
Mstep: Class 49 contains 7938 members 
Mstep: Class 50 contains 312 members 
Mstep: Class 51 contains 28933 members 
Mstep: Class 52 contains 248 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 366 members 
Mstep: Class 56 contains 1130 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 404 members 
Mstep: Class 59 contains 911 members 
Mstep: Class 60 contains 337 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 332 members 
Mstep: Class 63 contains 1083 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 667 members 
Mstep: Class 67 contains 606 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 306 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 436 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1692 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2083 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 193 members 
Mstep: Class 79 contains 944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147544192.000000 Penalty: 274052.718750
Iteration 301Q: 80 clusters Score -1.475442e+08 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 2522 members 
Mstep: Class 3 contains 4147 members 
Mstep: Class 4 contains 12068 members 
Mstep: Class 5 contains 3180 members 
Mstep: Class 6 contains 2546 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7709 members 
Mstep: Class 9 contains 173022 members 
Mstep: Class 10 contains 8525 members 
Mstep: Class 11 contains 3823 members 
Mstep: Class 12 contains 23292 members 
Mstep: Class 13 contains 4031 members 
Mstep: Class 14 contains 6789 members 
Mstep: Class 15 contains 179223 members 
Mstep: Class 16 contains 217165 members 
Mstep: Class 17 contains 11688 members 
Mstep: Class 18 contains 29448 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4180 members 
Mstep: Class 21 contains 22180 members 
Mstep: Class 22 contains 51359 members 
Mstep: Class 23 contains 4484 members 
Mstep: Class 24 contains 2324 members 
Mstep: Class 25 contains 39535 members 
Mstep: Class 26 contains 37631 members 
Mstep: Class 27 contains 6252 members 
Mstep: Class 28 contains 25974 members 
Mstep: Class 29 contains 7497 members 
Mstep: Class 30 contains 19372 members 
Mstep: Class 31 contains 5333 members 
Mstep: Class 32 contains 17645 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11728 members 
Mstep: Class 35 contains 61467 members 
Mstep: Class 36 contains 26410 members 
Mstep: Class 37 contains 7331 members 
Mstep: Class 38 contains 252 members 
Mstep: Class 39 contains 3644 members 
Mstep: Class 40 contains 2903 members 
Mstep: Class 41 contains 26138 members 
Mstep: Class 42 contains 11216 members 
Mstep: Class 43 contains 481 members 
Mstep: Class 44 contains 2848 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10309 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27560 members 
Mstep: Class 49 contains 7937 members 
Mstep: Class 50 contains 312 members 
Mstep: Class 51 contains 28916 members 
Mstep: Class 52 contains 248 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 366 members 
Mstep: Class 56 contains 1130 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 404 members 
Mstep: Class 59 contains 911 members 
Mstep: Class 60 contains 337 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 332 members 
Mstep: Class 63 contains 1079 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 667 members 
Mstep: Class 67 contains 610 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 306 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 436 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1692 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2083 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 193 members 
Mstep: Class 79 contains 944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147544384.000000 Penalty: 274052.718750
Iteration 302Q: 80 clusters Score -1.475444e+08 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 2522 members 
Mstep: Class 3 contains 4147 members 
Mstep: Class 4 contains 12068 members 
Mstep: Class 5 contains 3181 members 
Mstep: Class 6 contains 2547 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7709 members 
Mstep: Class 9 contains 173016 members 
Mstep: Class 10 contains 8525 members 
Mstep: Class 11 contains 3823 members 
Mstep: Class 12 contains 23291 members 
Mstep: Class 13 contains 4031 members 
Mstep: Class 14 contains 6790 members 
Mstep: Class 15 contains 179176 members 
Mstep: Class 16 contains 217147 members 
Mstep: Class 17 contains 11688 members 
Mstep: Class 18 contains 29451 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4180 members 
Mstep: Class 21 contains 22169 members 
Mstep: Class 22 contains 51361 members 
Mstep: Class 23 contains 4484 members 
Mstep: Class 24 contains 2323 members 
Mstep: Class 25 contains 39539 members 
Mstep: Class 26 contains 37631 members 
Mstep: Class 27 contains 6251 members 
Mstep: Class 28 contains 25976 members 
Mstep: Class 29 contains 7497 members 
Mstep: Class 30 contains 19371 members 
Mstep: Class 31 contains 5324 members 
Mstep: Class 32 contains 17641 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11727 members 
Mstep: Class 35 contains 61465 members 
Mstep: Class 36 contains 26411 members 
Mstep: Class 37 contains 7331 members 
Mstep: Class 38 contains 252 members 
Mstep: Class 39 contains 3644 members 
Mstep: Class 40 contains 2903 members 
Mstep: Class 41 contains 26236 members 
Mstep: Class 42 contains 11216 members 
Mstep: Class 43 contains 481 members 
Mstep: Class 44 contains 2848 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10309 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27561 members 
Mstep: Class 49 contains 7937 members 
Mstep: Class 50 contains 312 members 
Mstep: Class 51 contains 28903 members 
Mstep: Class 52 contains 248 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 366 members 
Mstep: Class 56 contains 1130 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 404 members 
Mstep: Class 59 contains 911 members 
Mstep: Class 60 contains 337 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 332 members 
Mstep: Class 63 contains 1077 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 667 members 
Mstep: Class 67 contains 611 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 306 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 436 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1692 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2085 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 193 members 
Mstep: Class 79 contains 944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147544400.000000 Penalty: 274052.718750
Iteration 303Q: 80 clusters Score -1.475444e+08 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 2522 members 
Mstep: Class 3 contains 4147 members 
Mstep: Class 4 contains 12068 members 
Mstep: Class 5 contains 3181 members 
Mstep: Class 6 contains 2550 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7709 members 
Mstep: Class 9 contains 173015 members 
Mstep: Class 10 contains 8526 members 
Mstep: Class 11 contains 3822 members 
Mstep: Class 12 contains 23288 members 
Mstep: Class 13 contains 4031 members 
Mstep: Class 14 contains 6791 members 
Mstep: Class 15 contains 179117 members 
Mstep: Class 16 contains 217136 members 
Mstep: Class 17 contains 11687 members 
Mstep: Class 18 contains 29455 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4180 members 
Mstep: Class 21 contains 22160 members 
Mstep: Class 22 contains 51361 members 
Mstep: Class 23 contains 4484 members 
Mstep: Class 24 contains 2323 members 
Mstep: Class 25 contains 39543 members 
Mstep: Class 26 contains 37631 members 
Mstep: Class 27 contains 6252 members 
Mstep: Class 28 contains 25975 members 
Mstep: Class 29 contains 7497 members 
Mstep: Class 30 contains 19365 members 
Mstep: Class 31 contains 5314 members 
Mstep: Class 32 contains 17636 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11727 members 
Mstep: Class 35 contains 61462 members 
Mstep: Class 36 contains 26410 members 
Mstep: Class 37 contains 7331 members 
Mstep: Class 38 contains 252 members 
Mstep: Class 39 contains 3644 members 
Mstep: Class 40 contains 2903 members 
Mstep: Class 41 contains 26341 members 
Mstep: Class 42 contains 11217 members 
Mstep: Class 43 contains 481 members 
Mstep: Class 44 contains 2848 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10309 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27561 members 
Mstep: Class 49 contains 7937 members 
Mstep: Class 50 contains 312 members 
Mstep: Class 51 contains 28894 members 
Mstep: Class 52 contains 248 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 366 members 
Mstep: Class 56 contains 1130 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 404 members 
Mstep: Class 59 contains 911 members 
Mstep: Class 60 contains 337 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 332 members 
Mstep: Class 63 contains 1077 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 667 members 
Mstep: Class 67 contains 611 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 306 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 436 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1692 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2085 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 193 members 
Mstep: Class 79 contains 944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147544352.000000 Penalty: 274052.718750
Iteration 304Q: 80 clusters Score -1.475444e+08 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 2522 members 
Mstep: Class 3 contains 4147 members 
Mstep: Class 4 contains 12068 members 
Mstep: Class 5 contains 3181 members 
Mstep: Class 6 contains 2551 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7708 members 
Mstep: Class 9 contains 173008 members 
Mstep: Class 10 contains 8526 members 
Mstep: Class 11 contains 3823 members 
Mstep: Class 12 contains 23286 members 
Mstep: Class 13 contains 4031 members 
Mstep: Class 14 contains 6791 members 
Mstep: Class 15 contains 179052 members 
Mstep: Class 16 contains 217109 members 
Mstep: Class 17 contains 11687 members 
Mstep: Class 18 contains 29460 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4180 members 
Mstep: Class 21 contains 22150 members 
Mstep: Class 22 contains 51362 members 
Mstep: Class 23 contains 4484 members 
Mstep: Class 24 contains 2323 members 
Mstep: Class 25 contains 39541 members 
Mstep: Class 26 contains 37631 members 
Mstep: Class 27 contains 6252 members 
Mstep: Class 28 contains 25975 members 
Mstep: Class 29 contains 7497 members 
Mstep: Class 30 contains 19361 members 
Mstep: Class 31 contains 5310 members 
Mstep: Class 32 contains 17631 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11727 members 
Mstep: Class 35 contains 61462 members 
Mstep: Class 36 contains 26411 members 
Mstep: Class 37 contains 7331 members 
Mstep: Class 38 contains 252 members 
Mstep: Class 39 contains 3644 members 
Mstep: Class 40 contains 2903 members 
Mstep: Class 41 contains 26463 members 
Mstep: Class 42 contains 11217 members 
Mstep: Class 43 contains 481 members 
Mstep: Class 44 contains 2848 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10310 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27561 members 
Mstep: Class 49 contains 7938 members 
Mstep: Class 50 contains 312 members 
Mstep: Class 51 contains 28888 members 
Mstep: Class 52 contains 248 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 366 members 
Mstep: Class 56 contains 1130 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 404 members 
Mstep: Class 59 contains 911 members 
Mstep: Class 60 contains 337 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 332 members 
Mstep: Class 63 contains 1077 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 667 members 
Mstep: Class 67 contains 611 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 306 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 436 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1692 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2085 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 193 members 
Mstep: Class 79 contains 944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147544224.000000 Penalty: 274052.718750
Iteration 305Q: 80 clusters Score -1.475442e+08 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 2522 members 
Mstep: Class 3 contains 4147 members 
Mstep: Class 4 contains 12067 members 
Mstep: Class 5 contains 3181 members 
Mstep: Class 6 contains 2552 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7708 members 
Mstep: Class 9 contains 173011 members 
Mstep: Class 10 contains 8525 members 
Mstep: Class 11 contains 3822 members 
Mstep: Class 12 contains 23285 members 
Mstep: Class 13 contains 4031 members 
Mstep: Class 14 contains 6791 members 
Mstep: Class 15 contains 178991 members 
Mstep: Class 16 contains 217095 members 
Mstep: Class 17 contains 11684 members 
Mstep: Class 18 contains 29461 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4180 members 
Mstep: Class 21 contains 22144 members 
Mstep: Class 22 contains 51364 members 
Mstep: Class 23 contains 4484 members 
Mstep: Class 24 contains 2323 members 
Mstep: Class 25 contains 39542 members 
Mstep: Class 26 contains 37631 members 
Mstep: Class 27 contains 6252 members 
Mstep: Class 28 contains 25979 members 
Mstep: Class 29 contains 7496 members 
Mstep: Class 30 contains 19357 members 
Mstep: Class 31 contains 5305 members 
Mstep: Class 32 contains 17631 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11727 members 
Mstep: Class 35 contains 61458 members 
Mstep: Class 36 contains 26411 members 
Mstep: Class 37 contains 7331 members 
Mstep: Class 38 contains 252 members 
Mstep: Class 39 contains 3644 members 
Mstep: Class 40 contains 2903 members 
Mstep: Class 41 contains 26562 members 
Mstep: Class 42 contains 11219 members 
Mstep: Class 43 contains 481 members 
Mstep: Class 44 contains 2848 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10310 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27561 members 
Mstep: Class 49 contains 7939 members 
Mstep: Class 50 contains 312 members 
Mstep: Class 51 contains 28876 members 
Mstep: Class 52 contains 248 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 366 members 
Mstep: Class 56 contains 1130 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 404 members 
Mstep: Class 59 contains 911 members 
Mstep: Class 60 contains 337 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 332 members 
Mstep: Class 63 contains 1077 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 667 members 
Mstep: Class 67 contains 611 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 306 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 436 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1692 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2085 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 193 members 
Mstep: Class 79 contains 944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147544192.000000 Penalty: 274052.718750
Iteration 306Q: 80 clusters Score -1.475442e+08 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 2522 members 
Mstep: Class 3 contains 4147 members 
Mstep: Class 4 contains 12067 members 
Mstep: Class 5 contains 3181 members 
Mstep: Class 6 contains 2553 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7708 members 
Mstep: Class 9 contains 173016 members 
Mstep: Class 10 contains 8525 members 
Mstep: Class 11 contains 3819 members 
Mstep: Class 12 contains 23284 members 
Mstep: Class 13 contains 4031 members 
Mstep: Class 14 contains 6790 members 
Mstep: Class 15 contains 178945 members 
Mstep: Class 16 contains 217075 members 
Mstep: Class 17 contains 11684 members 
Mstep: Class 18 contains 29464 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4180 members 
Mstep: Class 21 contains 22129 members 
Mstep: Class 22 contains 51371 members 
Mstep: Class 23 contains 4484 members 
Mstep: Class 24 contains 2323 members 
Mstep: Class 25 contains 39538 members 
Mstep: Class 26 contains 37630 members 
Mstep: Class 27 contains 6252 members 
Mstep: Class 28 contains 25976 members 
Mstep: Class 29 contains 7496 members 
Mstep: Class 30 contains 19350 members 
Mstep: Class 31 contains 5303 members 
Mstep: Class 32 contains 17628 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11728 members 
Mstep: Class 35 contains 61458 members 
Mstep: Class 36 contains 26415 members 
Mstep: Class 37 contains 7331 members 
Mstep: Class 38 contains 252 members 
Mstep: Class 39 contains 3644 members 
Mstep: Class 40 contains 2903 members 
Mstep: Class 41 contains 26656 members 
Mstep: Class 42 contains 11219 members 
Mstep: Class 43 contains 481 members 
Mstep: Class 44 contains 2848 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10311 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27561 members 
Mstep: Class 49 contains 7939 members 
Mstep: Class 50 contains 312 members 
Mstep: Class 51 contains 28866 members 
Mstep: Class 52 contains 248 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 366 members 
Mstep: Class 56 contains 1130 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 404 members 
Mstep: Class 59 contains 911 members 
Mstep: Class 60 contains 337 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 332 members 
Mstep: Class 63 contains 1077 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 667 members 
Mstep: Class 67 contains 611 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 306 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 436 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1692 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2085 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 193 members 
Mstep: Class 79 contains 944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147544240.000000 Penalty: 274052.718750
Iteration 307Q: 80 clusters Score -1.475442e+08 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 2522 members 
Mstep: Class 3 contains 4147 members 
Mstep: Class 4 contains 12069 members 
Mstep: Class 5 contains 3182 members 
Mstep: Class 6 contains 2553 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7707 members 
Mstep: Class 9 contains 173017 members 
Mstep: Class 10 contains 8523 members 
Mstep: Class 11 contains 3818 members 
Mstep: Class 12 contains 23283 members 
Mstep: Class 13 contains 4031 members 
Mstep: Class 14 contains 6790 members 
Mstep: Class 15 contains 178909 members 
Mstep: Class 16 contains 217049 members 
Mstep: Class 17 contains 11685 members 
Mstep: Class 18 contains 29468 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4180 members 
Mstep: Class 21 contains 22113 members 
Mstep: Class 22 contains 51380 members 
Mstep: Class 23 contains 4484 members 
Mstep: Class 24 contains 2323 members 
Mstep: Class 25 contains 39542 members 
Mstep: Class 26 contains 37629 members 
Mstep: Class 27 contains 6252 members 
Mstep: Class 28 contains 25974 members 
Mstep: Class 29 contains 7496 members 
Mstep: Class 30 contains 19339 members 
Mstep: Class 31 contains 5302 members 
Mstep: Class 32 contains 17629 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11729 members 
Mstep: Class 35 contains 61458 members 
Mstep: Class 36 contains 26418 members 
Mstep: Class 37 contains 7331 members 
Mstep: Class 38 contains 252 members 
Mstep: Class 39 contains 3645 members 
Mstep: Class 40 contains 2904 members 
Mstep: Class 41 contains 26740 members 
Mstep: Class 42 contains 11219 members 
Mstep: Class 43 contains 481 members 
Mstep: Class 44 contains 2848 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10311 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27561 members 
Mstep: Class 49 contains 7940 members 
Mstep: Class 50 contains 312 members 
Mstep: Class 51 contains 28850 members 
Mstep: Class 52 contains 248 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 366 members 
Mstep: Class 56 contains 1130 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 404 members 
Mstep: Class 59 contains 911 members 
Mstep: Class 60 contains 337 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 332 members 
Mstep: Class 63 contains 1077 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 667 members 
Mstep: Class 67 contains 611 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 306 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 436 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1692 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2085 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 193 members 
Mstep: Class 79 contains 944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147544384.000000 Penalty: 274052.718750
Iteration 308Q: 80 clusters Score -1.475444e+08 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 2522 members 
Mstep: Class 3 contains 4147 members 
Mstep: Class 4 contains 12069 members 
Mstep: Class 5 contains 3183 members 
Mstep: Class 6 contains 2553 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7707 members 
Mstep: Class 9 contains 173016 members 
Mstep: Class 10 contains 8523 members 
Mstep: Class 11 contains 3818 members 
Mstep: Class 12 contains 23282 members 
Mstep: Class 13 contains 4031 members 
Mstep: Class 14 contains 6790 members 
Mstep: Class 15 contains 178909 members 
Mstep: Class 16 contains 217021 members 
Mstep: Class 17 contains 11684 members 
Mstep: Class 18 contains 29473 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4180 members 
Mstep: Class 21 contains 22105 members 
Mstep: Class 22 contains 51387 members 
Mstep: Class 23 contains 4484 members 
Mstep: Class 24 contains 2323 members 
Mstep: Class 25 contains 39543 members 
Mstep: Class 26 contains 37630 members 
Mstep: Class 27 contains 6251 members 
Mstep: Class 28 contains 25973 members 
Mstep: Class 29 contains 7496 members 
Mstep: Class 30 contains 19330 members 
Mstep: Class 31 contains 5301 members 
Mstep: Class 32 contains 17625 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11727 members 
Mstep: Class 35 contains 61458 members 
Mstep: Class 36 contains 26422 members 
Mstep: Class 37 contains 7332 members 
Mstep: Class 38 contains 252 members 
Mstep: Class 39 contains 3645 members 
Mstep: Class 40 contains 2905 members 
Mstep: Class 41 contains 26807 members 
Mstep: Class 42 contains 11219 members 
Mstep: Class 43 contains 481 members 
Mstep: Class 44 contains 2848 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10312 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27561 members 
Mstep: Class 49 contains 7940 members 
Mstep: Class 50 contains 312 members 
Mstep: Class 51 contains 28818 members 
Mstep: Class 52 contains 248 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 366 members 
Mstep: Class 56 contains 1130 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 404 members 
Mstep: Class 59 contains 911 members 
Mstep: Class 60 contains 337 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 332 members 
Mstep: Class 63 contains 1077 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 667 members 
Mstep: Class 67 contains 611 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 306 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 436 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1692 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2085 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 193 members 
Mstep: Class 79 contains 944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147544400.000000 Penalty: 274052.718750
Iteration 309Q: 80 clusters Score -1.475444e+08 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 2522 members 
Mstep: Class 3 contains 4147 members 
Mstep: Class 4 contains 12070 members 
Mstep: Class 5 contains 3183 members 
Mstep: Class 6 contains 2553 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7708 members 
Mstep: Class 9 contains 173014 members 
Mstep: Class 10 contains 8523 members 
Mstep: Class 11 contains 3818 members 
Mstep: Class 12 contains 23282 members 
Mstep: Class 13 contains 4031 members 
Mstep: Class 14 contains 6790 members 
Mstep: Class 15 contains 178906 members 
Mstep: Class 16 contains 216994 members 
Mstep: Class 17 contains 11683 members 
Mstep: Class 18 contains 29477 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4180 members 
Mstep: Class 21 contains 22092 members 
Mstep: Class 22 contains 51394 members 
Mstep: Class 23 contains 4484 members 
Mstep: Class 24 contains 2323 members 
Mstep: Class 25 contains 39539 members 
Mstep: Class 26 contains 37629 members 
Mstep: Class 27 contains 6250 members 
Mstep: Class 28 contains 25974 members 
Mstep: Class 29 contains 7497 members 
Mstep: Class 30 contains 19327 members 
Mstep: Class 31 contains 5300 members 
Mstep: Class 32 contains 17621 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11727 members 
Mstep: Class 35 contains 61456 members 
Mstep: Class 36 contains 26426 members 
Mstep: Class 37 contains 7331 members 
Mstep: Class 38 contains 252 members 
Mstep: Class 39 contains 3645 members 
Mstep: Class 40 contains 2905 members 
Mstep: Class 41 contains 26881 members 
Mstep: Class 42 contains 11218 members 
Mstep: Class 43 contains 481 members 
Mstep: Class 44 contains 2848 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10312 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27561 members 
Mstep: Class 49 contains 7939 members 
Mstep: Class 50 contains 312 members 
Mstep: Class 51 contains 28790 members 
Mstep: Class 52 contains 248 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 366 members 
Mstep: Class 56 contains 1130 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 404 members 
Mstep: Class 59 contains 911 members 
Mstep: Class 60 contains 337 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 332 members 
Mstep: Class 63 contains 1077 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 667 members 
Mstep: Class 67 contains 611 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 306 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 436 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1692 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2085 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 193 members 
Mstep: Class 79 contains 944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147544448.000000 Penalty: 274052.718750
Iteration 310Q: 80 clusters Score -1.475444e+08 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 2522 members 
Mstep: Class 3 contains 4147 members 
Mstep: Class 4 contains 12069 members 
Mstep: Class 5 contains 3182 members 
Mstep: Class 6 contains 2553 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7708 members 
Mstep: Class 9 contains 173011 members 
Mstep: Class 10 contains 8523 members 
Mstep: Class 11 contains 3818 members 
Mstep: Class 12 contains 23281 members 
Mstep: Class 13 contains 4031 members 
Mstep: Class 14 contains 6791 members 
Mstep: Class 15 contains 178905 members 
Mstep: Class 16 contains 216970 members 
Mstep: Class 17 contains 11681 members 
Mstep: Class 18 contains 29475 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4180 members 
Mstep: Class 21 contains 22084 members 
Mstep: Class 22 contains 51406 members 
Mstep: Class 23 contains 4484 members 
Mstep: Class 24 contains 2323 members 
Mstep: Class 25 contains 39533 members 
Mstep: Class 26 contains 37630 members 
Mstep: Class 27 contains 6249 members 
Mstep: Class 28 contains 25974 members 
Mstep: Class 29 contains 7497 members 
Mstep: Class 30 contains 19324 members 
Mstep: Class 31 contains 5298 members 
Mstep: Class 32 contains 17618 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11727 members 
Mstep: Class 35 contains 61454 members 
Mstep: Class 36 contains 26427 members 
Mstep: Class 37 contains 7331 members 
Mstep: Class 38 contains 252 members 
Mstep: Class 39 contains 3645 members 
Mstep: Class 40 contains 2905 members 
Mstep: Class 41 contains 26954 members 
Mstep: Class 42 contains 11217 members 
Mstep: Class 43 contains 481 members 
Mstep: Class 44 contains 2848 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10312 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27561 members 
Mstep: Class 49 contains 7939 members 
Mstep: Class 50 contains 312 members 
Mstep: Class 51 contains 28763 members 
Mstep: Class 52 contains 248 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 366 members 
Mstep: Class 56 contains 1130 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 404 members 
Mstep: Class 59 contains 911 members 
Mstep: Class 60 contains 337 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 332 members 
Mstep: Class 63 contains 1077 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 667 members 
Mstep: Class 67 contains 611 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 306 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 436 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1692 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2085 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 193 members 
Mstep: Class 79 contains 944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147544464.000000 Penalty: 274052.718750
Iteration 311Q: 80 clusters Score -1.475445e+08 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 2522 members 
Mstep: Class 3 contains 4147 members 
Mstep: Class 4 contains 12068 members 
Mstep: Class 5 contains 3182 members 
Mstep: Class 6 contains 2553 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7708 members 
Mstep: Class 9 contains 173003 members 
Mstep: Class 10 contains 8520 members 
Mstep: Class 11 contains 3818 members 
Mstep: Class 12 contains 23280 members 
Mstep: Class 13 contains 4031 members 
Mstep: Class 14 contains 6792 members 
Mstep: Class 15 contains 178916 members 
Mstep: Class 16 contains 216941 members 
Mstep: Class 17 contains 11680 members 
Mstep: Class 18 contains 29475 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4180 members 
Mstep: Class 21 contains 22071 members 
Mstep: Class 22 contains 51422 members 
Mstep: Class 23 contains 4484 members 
Mstep: Class 24 contains 2323 members 
Mstep: Class 25 contains 39529 members 
Mstep: Class 26 contains 37628 members 
Mstep: Class 27 contains 6249 members 
Mstep: Class 28 contains 25976 members 
Mstep: Class 29 contains 7497 members 
Mstep: Class 30 contains 19323 members 
Mstep: Class 31 contains 5298 members 
Mstep: Class 32 contains 17613 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11727 members 
Mstep: Class 35 contains 61454 members 
Mstep: Class 36 contains 26430 members 
Mstep: Class 37 contains 7331 members 
Mstep: Class 38 contains 252 members 
Mstep: Class 39 contains 3645 members 
Mstep: Class 40 contains 2905 members 
Mstep: Class 41 contains 27009 members 
Mstep: Class 42 contains 11217 members 
Mstep: Class 43 contains 481 members 
Mstep: Class 44 contains 2848 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10312 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27561 members 
Mstep: Class 49 contains 7940 members 
Mstep: Class 50 contains 312 members 
Mstep: Class 51 contains 28742 members 
Mstep: Class 52 contains 248 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 366 members 
Mstep: Class 56 contains 1130 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 404 members 
Mstep: Class 59 contains 911 members 
Mstep: Class 60 contains 337 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 332 members 
Mstep: Class 63 contains 1077 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 667 members 
Mstep: Class 67 contains 611 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 306 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 436 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1692 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2085 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 193 members 
Mstep: Class 79 contains 944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147544640.000000 Penalty: 274052.718750
Iteration 312Q: 80 clusters Score -1.475446e+08 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 2522 members 
Mstep: Class 3 contains 4147 members 
Mstep: Class 4 contains 12068 members 
Mstep: Class 5 contains 3182 members 
Mstep: Class 6 contains 2553 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7708 members 
Mstep: Class 9 contains 172990 members 
Mstep: Class 10 contains 8516 members 
Mstep: Class 11 contains 3818 members 
Mstep: Class 12 contains 23278 members 
Mstep: Class 13 contains 4031 members 
Mstep: Class 14 contains 6792 members 
Mstep: Class 15 contains 178954 members 
Mstep: Class 16 contains 216899 members 
Mstep: Class 17 contains 11678 members 
Mstep: Class 18 contains 29478 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4180 members 
Mstep: Class 21 contains 22060 members 
Mstep: Class 22 contains 51432 members 
Mstep: Class 23 contains 4484 members 
Mstep: Class 24 contains 2323 members 
Mstep: Class 25 contains 39522 members 
Mstep: Class 26 contains 37629 members 
Mstep: Class 27 contains 6249 members 
Mstep: Class 28 contains 25977 members 
Mstep: Class 29 contains 7497 members 
Mstep: Class 30 contains 19321 members 
Mstep: Class 31 contains 5298 members 
Mstep: Class 32 contains 17612 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11728 members 
Mstep: Class 35 contains 61456 members 
Mstep: Class 36 contains 26432 members 
Mstep: Class 37 contains 7331 members 
Mstep: Class 38 contains 252 members 
Mstep: Class 39 contains 3645 members 
Mstep: Class 40 contains 2905 members 
Mstep: Class 41 contains 27063 members 
Mstep: Class 42 contains 11217 members 
Mstep: Class 43 contains 481 members 
Mstep: Class 44 contains 2848 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10312 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27561 members 
Mstep: Class 49 contains 7939 members 
Mstep: Class 50 contains 312 members 
Mstep: Class 51 contains 28715 members 
Mstep: Class 52 contains 248 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 366 members 
Mstep: Class 56 contains 1130 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 404 members 
Mstep: Class 59 contains 911 members 
Mstep: Class 60 contains 337 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 332 members 
Mstep: Class 63 contains 1077 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 667 members 
Mstep: Class 67 contains 611 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 306 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 436 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1692 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2085 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 193 members 
Mstep: Class 79 contains 944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147544672.000000 Penalty: 274052.718750
Iteration 313Q: 80 clusters Score -1.475447e+08 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 2522 members 
Mstep: Class 3 contains 4147 members 
Mstep: Class 4 contains 12066 members 
Mstep: Class 5 contains 3182 members 
Mstep: Class 6 contains 2553 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7707 members 
Mstep: Class 9 contains 172977 members 
Mstep: Class 10 contains 8514 members 
Mstep: Class 11 contains 3818 members 
Mstep: Class 12 contains 23278 members 
Mstep: Class 13 contains 4031 members 
Mstep: Class 14 contains 6792 members 
Mstep: Class 15 contains 178982 members 
Mstep: Class 16 contains 216870 members 
Mstep: Class 17 contains 11677 members 
Mstep: Class 18 contains 29483 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4180 members 
Mstep: Class 21 contains 22049 members 
Mstep: Class 22 contains 51446 members 
Mstep: Class 23 contains 4484 members 
Mstep: Class 24 contains 2323 members 
Mstep: Class 25 contains 39517 members 
Mstep: Class 26 contains 37630 members 
Mstep: Class 27 contains 6250 members 
Mstep: Class 28 contains 25978 members 
Mstep: Class 29 contains 7497 members 
Mstep: Class 30 contains 19318 members 
Mstep: Class 31 contains 5296 members 
Mstep: Class 32 contains 17608 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11729 members 
Mstep: Class 35 contains 61454 members 
Mstep: Class 36 contains 26438 members 
Mstep: Class 37 contains 7331 members 
Mstep: Class 38 contains 252 members 
Mstep: Class 39 contains 3645 members 
Mstep: Class 40 contains 2905 members 
Mstep: Class 41 contains 27100 members 
Mstep: Class 42 contains 11217 members 
Mstep: Class 43 contains 481 members 
Mstep: Class 44 contains 2848 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10312 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27561 members 
Mstep: Class 49 contains 7939 members 
Mstep: Class 50 contains 312 members 
Mstep: Class 51 contains 28696 members 
Mstep: Class 52 contains 248 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 366 members 
Mstep: Class 56 contains 1130 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 404 members 
Mstep: Class 59 contains 911 members 
Mstep: Class 60 contains 337 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 332 members 
Mstep: Class 63 contains 1077 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 667 members 
Mstep: Class 67 contains 611 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 306 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 436 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1692 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2085 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 193 members 
Mstep: Class 79 contains 944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147544608.000000 Penalty: 274052.718750
Iteration 314Q: 80 clusters Score -1.475446e+08 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 2522 members 
Mstep: Class 3 contains 4147 members 
Mstep: Class 4 contains 12068 members 
Mstep: Class 5 contains 3182 members 
Mstep: Class 6 contains 2553 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7706 members 
Mstep: Class 9 contains 172966 members 
Mstep: Class 10 contains 8513 members 
Mstep: Class 11 contains 3818 members 
Mstep: Class 12 contains 23278 members 
Mstep: Class 13 contains 4031 members 
Mstep: Class 14 contains 6792 members 
Mstep: Class 15 contains 179011 members 
Mstep: Class 16 contains 216847 members 
Mstep: Class 17 contains 11678 members 
Mstep: Class 18 contains 29485 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4180 members 
Mstep: Class 21 contains 22046 members 
Mstep: Class 22 contains 51452 members 
Mstep: Class 23 contains 4484 members 
Mstep: Class 24 contains 2323 members 
Mstep: Class 25 contains 39514 members 
Mstep: Class 26 contains 37630 members 
Mstep: Class 27 contains 6252 members 
Mstep: Class 28 contains 25977 members 
Mstep: Class 29 contains 7497 members 
Mstep: Class 30 contains 19315 members 
Mstep: Class 31 contains 5296 members 
Mstep: Class 32 contains 17604 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11730 members 
Mstep: Class 35 contains 61453 members 
Mstep: Class 36 contains 26439 members 
Mstep: Class 37 contains 7331 members 
Mstep: Class 38 contains 252 members 
Mstep: Class 39 contains 3645 members 
Mstep: Class 40 contains 2905 members 
Mstep: Class 41 contains 27129 members 
Mstep: Class 42 contains 11217 members 
Mstep: Class 43 contains 481 members 
Mstep: Class 44 contains 2848 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10312 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27561 members 
Mstep: Class 49 contains 7939 members 
Mstep: Class 50 contains 312 members 
Mstep: Class 51 contains 28674 members 
Mstep: Class 52 contains 248 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 366 members 
Mstep: Class 56 contains 1130 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 404 members 
Mstep: Class 59 contains 911 members 
Mstep: Class 60 contains 337 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 332 members 
Mstep: Class 63 contains 1077 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 667 members 
Mstep: Class 67 contains 611 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 306 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 436 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1692 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2085 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 193 members 
Mstep: Class 79 contains 944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147544752.000000 Penalty: 274052.718750
Iteration 315Q: 80 clusters Score -1.475448e+08 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 2522 members 
Mstep: Class 3 contains 4147 members 
Mstep: Class 4 contains 12068 members 
Mstep: Class 5 contains 3182 members 
Mstep: Class 6 contains 2553 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7705 members 
Mstep: Class 9 contains 172966 members 
Mstep: Class 10 contains 8512 members 
Mstep: Class 11 contains 3818 members 
Mstep: Class 12 contains 23278 members 
Mstep: Class 13 contains 4031 members 
Mstep: Class 14 contains 6792 members 
Mstep: Class 15 contains 179027 members 
Mstep: Class 16 contains 216821 members 
Mstep: Class 17 contains 11677 members 
Mstep: Class 18 contains 29489 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4180 members 
Mstep: Class 21 contains 22039 members 
Mstep: Class 22 contains 51459 members 
Mstep: Class 23 contains 4484 members 
Mstep: Class 24 contains 2323 members 
Mstep: Class 25 contains 39512 members 
Mstep: Class 26 contains 37630 members 
Mstep: Class 27 contains 6253 members 
Mstep: Class 28 contains 25977 members 
Mstep: Class 29 contains 7496 members 
Mstep: Class 30 contains 19316 members 
Mstep: Class 31 contains 5297 members 
Mstep: Class 32 contains 17601 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11730 members 
Mstep: Class 35 contains 61452 members 
Mstep: Class 36 contains 26444 members 
Mstep: Class 37 contains 7331 members 
Mstep: Class 38 contains 252 members 
Mstep: Class 39 contains 3645 members 
Mstep: Class 40 contains 2905 members 
Mstep: Class 41 contains 27157 members 
Mstep: Class 42 contains 11217 members 
Mstep: Class 43 contains 481 members 
Mstep: Class 44 contains 2848 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10312 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27561 members 
Mstep: Class 49 contains 7939 members 
Mstep: Class 50 contains 312 members 
Mstep: Class 51 contains 28654 members 
Mstep: Class 52 contains 248 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 366 members 
Mstep: Class 56 contains 1130 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 404 members 
Mstep: Class 59 contains 911 members 
Mstep: Class 60 contains 337 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 332 members 
Mstep: Class 63 contains 1077 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 667 members 
Mstep: Class 67 contains 611 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 306 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 436 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1692 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2085 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 193 members 
Mstep: Class 79 contains 944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147544688.000000 Penalty: 274052.718750
Iteration 316Q: 80 clusters Score -1.475447e+08 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 2522 members 
Mstep: Class 3 contains 4147 members 
Mstep: Class 4 contains 12068 members 
Mstep: Class 5 contains 3182 members 
Mstep: Class 6 contains 2553 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7705 members 
Mstep: Class 9 contains 172963 members 
Mstep: Class 10 contains 8510 members 
Mstep: Class 11 contains 3816 members 
Mstep: Class 12 contains 23278 members 
Mstep: Class 13 contains 4031 members 
Mstep: Class 14 contains 6792 members 
Mstep: Class 15 contains 179054 members 
Mstep: Class 16 contains 216805 members 
Mstep: Class 17 contains 11678 members 
Mstep: Class 18 contains 29495 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4180 members 
Mstep: Class 21 contains 22031 members 
Mstep: Class 22 contains 51464 members 
Mstep: Class 23 contains 4484 members 
Mstep: Class 24 contains 2323 members 
Mstep: Class 25 contains 39511 members 
Mstep: Class 26 contains 37630 members 
Mstep: Class 27 contains 6252 members 
Mstep: Class 28 contains 25976 members 
Mstep: Class 29 contains 7495 members 
Mstep: Class 30 contains 19317 members 
Mstep: Class 31 contains 5297 members 
Mstep: Class 32 contains 17597 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11730 members 
Mstep: Class 35 contains 61447 members 
Mstep: Class 36 contains 26447 members 
Mstep: Class 37 contains 7331 members 
Mstep: Class 38 contains 252 members 
Mstep: Class 39 contains 3645 members 
Mstep: Class 40 contains 2905 members 
Mstep: Class 41 contains 27184 members 
Mstep: Class 42 contains 11216 members 
Mstep: Class 43 contains 481 members 
Mstep: Class 44 contains 2848 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10312 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27561 members 
Mstep: Class 49 contains 7939 members 
Mstep: Class 50 contains 312 members 
Mstep: Class 51 contains 28629 members 
Mstep: Class 52 contains 248 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 366 members 
Mstep: Class 56 contains 1130 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 404 members 
Mstep: Class 59 contains 911 members 
Mstep: Class 60 contains 337 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 332 members 
Mstep: Class 63 contains 1077 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 667 members 
Mstep: Class 67 contains 611 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 306 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 436 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1692 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2085 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 193 members 
Mstep: Class 79 contains 944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147544608.000000 Penalty: 274052.718750
Iteration 317Q: 80 clusters Score -1.475446e+08 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 2522 members 
Mstep: Class 3 contains 4147 members 
Mstep: Class 4 contains 12068 members 
Mstep: Class 5 contains 3182 members 
Mstep: Class 6 contains 2553 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7705 members 
Mstep: Class 9 contains 172964 members 
Mstep: Class 10 contains 8510 members 
Mstep: Class 11 contains 3816 members 
Mstep: Class 12 contains 23279 members 
Mstep: Class 13 contains 4031 members 
Mstep: Class 14 contains 6792 members 
Mstep: Class 15 contains 179066 members 
Mstep: Class 16 contains 216791 members 
Mstep: Class 17 contains 11678 members 
Mstep: Class 18 contains 29497 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4180 members 
Mstep: Class 21 contains 22022 members 
Mstep: Class 22 contains 51472 members 
Mstep: Class 23 contains 4484 members 
Mstep: Class 24 contains 2323 members 
Mstep: Class 25 contains 39510 members 
Mstep: Class 26 contains 37627 members 
Mstep: Class 27 contains 6251 members 
Mstep: Class 28 contains 25974 members 
Mstep: Class 29 contains 7495 members 
Mstep: Class 30 contains 19319 members 
Mstep: Class 31 contains 5297 members 
Mstep: Class 32 contains 17594 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11730 members 
Mstep: Class 35 contains 61447 members 
Mstep: Class 36 contains 26449 members 
Mstep: Class 37 contains 7331 members 
Mstep: Class 38 contains 252 members 
Mstep: Class 39 contains 3645 members 
Mstep: Class 40 contains 2904 members 
Mstep: Class 41 contains 27213 members 
Mstep: Class 42 contains 11215 members 
Mstep: Class 43 contains 481 members 
Mstep: Class 44 contains 2848 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10312 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27561 members 
Mstep: Class 49 contains 7940 members 
Mstep: Class 50 contains 312 members 
Mstep: Class 51 contains 28606 members 
Mstep: Class 52 contains 248 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 366 members 
Mstep: Class 56 contains 1130 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 404 members 
Mstep: Class 59 contains 911 members 
Mstep: Class 60 contains 337 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 332 members 
Mstep: Class 63 contains 1077 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 667 members 
Mstep: Class 67 contains 611 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 306 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 436 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1692 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2085 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 193 members 
Mstep: Class 79 contains 944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147544496.000000 Penalty: 274052.718750
Iteration 318Q: 80 clusters Score -1.475445e+08 nChanged 128
Entering ConstructFrom: 
Score: -147544496.000000 Penalty: 274052.718750
Entering ConstructFrom: 
Trying to split cluster 1 (8290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Entering Unmasked Estep 
Score: -1030774.750000 Penalty: 2237.655762
	Iteration 0F: 2 clusters Score -1030775 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -1024171.875000 Penalty: 4475.311523
	Iteration 0F: 3 clusters Score -1024172 nChanged 3395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -1026182.187500 Penalty: 4475.311523
	Iteration 1F: 3 clusters Score -1026182 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -1026620.875000 Penalty: 4475.311523
	Iteration 2F: 3 clusters Score -1026621 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -1026968.000000 Penalty: 4475.311523
	Iteration 3F: 3 clusters Score -1026968 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -1027296.750000 Penalty: 4475.311523
	Iteration 4F: 3 clusters Score -1027297 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -1027625.437500 Penalty: 4475.311523
	Iteration 5F: 3 clusters Score -1027625 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -1028018.687500 Penalty: 4475.311523
	Iteration 6F: 3 clusters Score -1028019 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -1028518.062500 Penalty: 4475.311523
	Iteration 7F: 3 clusters Score -1028518 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -1029071.312500 Penalty: 4475.311523
	Iteration 8F: 3 clusters Score -1029071 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -1029560.500000 Penalty: 4475.311523
	Iteration 9F: 3 clusters Score -1029560 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -1029968.250000 Penalty: 4475.311523
	Iteration 10Q: 3 clusters Score -1029968 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -1030272.437500 Penalty: 4475.311523
	Iteration 11Q: 3 clusters Score -1030272 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -1030481.875000 Penalty: 4475.311523
	Iteration 12Q: 3 clusters Score -1030482 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -1030610.312500 Penalty: 4475.311523
	Iteration 13Q: 3 clusters Score -1030610 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -1030668.750000 Penalty: 4475.311523
	Iteration 14Q: 3 clusters Score -1030669 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -1030695.562500 Penalty: 4475.311523
	Iteration 15Q: 3 clusters Score -1030696 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -1030710.312500 Penalty: 4475.311523
	Iteration 16Q: 3 clusters Score -1030710 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -1030720.375000 Penalty: 4475.311523
	Iteration 17Q: 3 clusters Score -1030720 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -1030726.125000 Penalty: 4475.311523
	Iteration 18Q: 3 clusters Score -1030726 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -1030729.875000 Penalty: 4475.311523
	Iteration 19Q: 3 clusters Score -1030730 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -1030733.875000 Penalty: 4475.311523
	Iteration 20F: 3 clusters Score -1030734 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -1030736.062500 Penalty: 4475.311523
	Iteration 21Q: 3 clusters Score -1030736 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -1030735.125000 Penalty: 4475.311523
	Iteration 22Q: 3 clusters Score -1030735 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -1030737.125000 Penalty: 4475.311523
	Iteration 23Q: 3 clusters Score -1030737 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -1030740.125000 Penalty: 4475.311523
	Iteration 24Q: 3 clusters Score -1030740 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -1030739.625000 Penalty: 4475.311523
	Iteration 25Q: 3 clusters Score -1030740 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -1030739.625000 Penalty: 4475.311523
	Iteration 26F: 3 clusters Score -1030740 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Entering Unmasked Estep 
Score: -316785.281250 Penalty: 1942.536255
	Iteration 0F: 2 clusters Score -316785.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -313815.343750 Penalty: 3885.072510
	Iteration 0F: 3 clusters Score -313815.3 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -314364.593750 Penalty: 3885.072510
	Iteration 1F: 3 clusters Score -314364.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -314525.468750 Penalty: 3885.072510
	Iteration 2F: 3 clusters Score -314525.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -314612.718750 Penalty: 3885.072510
	Iteration 3Q: 3 clusters Score -314612.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -314672.500000 Penalty: 3885.072510
	Iteration 4Q: 3 clusters Score -314672.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -314714.406250 Penalty: 3885.072510
	Iteration 5Q: 3 clusters Score -314714.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -314750.250000 Penalty: 3885.072510
	Iteration 6Q: 3 clusters Score -314750.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -314779.656250 Penalty: 3885.072510
	Iteration 7Q: 3 clusters Score -314779.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -314794.750000 Penalty: 3885.072510
	Iteration 8Q: 3 clusters Score -314794.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -314813.156250 Penalty: 3885.072510
	Iteration 9Q: 3 clusters Score -314813.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -314835.281250 Penalty: 3885.072510
	Iteration 10Q: 3 clusters Score -314835.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -314848.937500 Penalty: 3885.072510
	Iteration 11Q: 3 clusters Score -314848.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -314863.250000 Penalty: 3885.072510
	Iteration 12Q: 3 clusters Score -314863.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -314874.968750 Penalty: 3885.072510
	Iteration 13Q: 3 clusters Score -314875 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -314887.406250 Penalty: 3885.072510
	Iteration 14Q: 3 clusters Score -314887.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -314896.187500 Penalty: 3885.072510
	Iteration 15Q: 3 clusters Score -314896.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -314910.843750 Penalty: 3885.072510
	Iteration 16Q: 3 clusters Score -314910.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -314925.937500 Penalty: 3885.072510
	Iteration 17Q: 3 clusters Score -314925.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -314937.718750 Penalty: 3885.072510
	Iteration 18Q: 3 clusters Score -314937.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -314945.187500 Penalty: 3885.072510
	Iteration 19Q: 3 clusters Score -314945.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -314954.125000 Penalty: 3885.072510
	Iteration 20F: 3 clusters Score -314954.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -314959.593750 Penalty: 3885.072510
	Iteration 21Q: 3 clusters Score -314959.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -314964.156250 Penalty: 3885.072510
	Iteration 22Q: 3 clusters Score -314964.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -314966.531250 Penalty: 3885.072510
	Iteration 23Q: 3 clusters Score -314966.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -314970.125000 Penalty: 3885.072510
	Iteration 24Q: 3 clusters Score -314970.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -314973.000000 Penalty: 3885.072510
	Iteration 25Q: 3 clusters Score -314973 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -314974.281250 Penalty: 3885.072510
	Iteration 26Q: 3 clusters Score -314974.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -314975.406250 Penalty: 3885.072510
	Iteration 27Q: 3 clusters Score -314975.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -314976.218750 Penalty: 3885.072510
	Iteration 28Q: 3 clusters Score -314976.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -314976.187500 Penalty: 3885.072510
	Iteration 29Q: 3 clusters Score -314976.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -314977.375000 Penalty: 3885.072510
	Iteration 30Q: 3 clusters Score -314977.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -314977.375000 Penalty: 3885.072510
	Iteration 31F: 3 clusters Score -314977.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Entering Unmasked Estep 
Score: -744831.250000 Penalty: 2065.874756
	Iteration 0F: 2 clusters Score -744831.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -740826.687500 Penalty: 4131.749512
	Iteration 0F: 3 clusters Score -740826.7 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -741791.312500 Penalty: 4131.749512
	Iteration 1F: 3 clusters Score -741791.3 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -742032.812500 Penalty: 4131.749512
	Iteration 2F: 3 clusters Score -742032.8 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -742267.875000 Penalty: 4131.749512
	Iteration 3F: 3 clusters Score -742267.9 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -742480.250000 Penalty: 4131.749512
	Iteration 4F: 3 clusters Score -742480.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -742686.250000 Penalty: 4131.749512
	Iteration 5F: 3 clusters Score -742686.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -742896.125000 Penalty: 4131.749512
	Iteration 6Q: 3 clusters Score -742896.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -743066.437500 Penalty: 4131.749512
	Iteration 7Q: 3 clusters Score -743066.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -743166.125000 Penalty: 4131.749512
	Iteration 8Q: 3 clusters Score -743166.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -743224.250000 Penalty: 4131.749512
	Iteration 9Q: 3 clusters Score -743224.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -743278.062500 Penalty: 4131.749512
	Iteration 10Q: 3 clusters Score -743278.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -743327.312500 Penalty: 4131.749512
	Iteration 11Q: 3 clusters Score -743327.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -743356.187500 Penalty: 4131.749512
	Iteration 12Q: 3 clusters Score -743356.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -743379.812500 Penalty: 4131.749512
	Iteration 13Q: 3 clusters Score -743379.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -743402.750000 Penalty: 4131.749512
	Iteration 14Q: 3 clusters Score -743402.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -743424.312500 Penalty: 4131.749512
	Iteration 15Q: 3 clusters Score -743424.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -743451.312500 Penalty: 4131.749512
	Iteration 16Q: 3 clusters Score -743451.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -743474.250000 Penalty: 4131.749512
	Iteration 17Q: 3 clusters Score -743474.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -743507.250000 Penalty: 4131.749512
	Iteration 18Q: 3 clusters Score -743507.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -743552.625000 Penalty: 4131.749512
	Iteration 19Q: 3 clusters Score -743552.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -743607.062500 Penalty: 4131.749512
	Iteration 20F: 3 clusters Score -743607.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -743646.750000 Penalty: 4131.749512
	Iteration 21Q: 3 clusters Score -743646.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -743677.687500 Penalty: 4131.749512
	Iteration 22Q: 3 clusters Score -743677.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -743704.250000 Penalty: 4131.749512
	Iteration 23Q: 3 clusters Score -743704.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -743735.562500 Penalty: 4131.749512
	Iteration 24Q: 3 clusters Score -743735.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -743758.875000 Penalty: 4131.749512
	Iteration 25Q: 3 clusters Score -743758.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -743794.562500 Penalty: 4131.749512
	Iteration 26Q: 3 clusters Score -743794.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -743832.812500 Penalty: 4131.749512
	Iteration 27Q: 3 clusters Score -743832.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -743876.375000 Penalty: 4131.749512
	Iteration 28Q: 3 clusters Score -743876.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -743904.312500 Penalty: 4131.749512
	Iteration 29Q: 3 clusters Score -743904.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -743927.937500 Penalty: 4131.749512
	Iteration 30Q: 3 clusters Score -743927.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -743941.375000 Penalty: 4131.749512
	Iteration 31Q: 3 clusters Score -743941.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -743950.687500 Penalty: 4131.749512
	Iteration 32Q: 3 clusters Score -743950.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -743956.687500 Penalty: 4131.749512
	Iteration 33Q: 3 clusters Score -743956.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -743964.000000 Penalty: 4131.749512
	Iteration 34Q: 3 clusters Score -743964 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -743966.437500 Penalty: 4131.749512
	Iteration 35Q: 3 clusters Score -743966.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -743967.562500 Penalty: 4131.749512
	Iteration 36Q: 3 clusters Score -743967.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -743969.812500 Penalty: 4131.749512
	Iteration 37Q: 3 clusters Score -743969.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -743971.937500 Penalty: 4131.749512
	Iteration 38Q: 3 clusters Score -743971.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -743974.562500 Penalty: 4131.749512
	Iteration 39Q: 3 clusters Score -743974.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -743984.375000 Penalty: 4131.749512
	Iteration 40F: 3 clusters Score -743984.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -743987.125000 Penalty: 4131.749512
	Iteration 41Q: 3 clusters Score -743987.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -743988.312500 Penalty: 4131.749512
	Iteration 42Q: 3 clusters Score -743988.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -743990.187500 Penalty: 4131.749512
	Iteration 43Q: 3 clusters Score -743990.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -743992.625000 Penalty: 4131.749512
	Iteration 44Q: 3 clusters Score -743992.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -743992.437500 Penalty: 4131.749512
	Iteration 45Q: 3 clusters Score -743992.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -743992.562500 Penalty: 4131.749512
	Iteration 46Q: 3 clusters Score -743992.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -743994.375000 Penalty: 4131.749512
	Iteration 47Q: 3 clusters Score -743994.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -743996.437500 Penalty: 4131.749512
	Iteration 48Q: 3 clusters Score -743996.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -743997.375000 Penalty: 4131.749512
	Iteration 49Q: 3 clusters Score -743997.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -743999.187500 Penalty: 4131.749512
	Iteration 50Q: 3 clusters Score -743999.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -743999.187500 Penalty: 4131.749512
	Iteration 51F: 3 clusters Score -743999.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (12068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12068 members 
Entering Unmasked Estep 
Score: -1376827.375000 Penalty: 2330.781494
	Iteration 0F: 2 clusters Score -1376827 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -1367830.625000 Penalty: 4661.562988
	Iteration 0F: 3 clusters Score -1367831 nChanged 5173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -1370872.750000 Penalty: 4661.562988
	Iteration 1F: 3 clusters Score -1370873 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -1371634.375000 Penalty: 4661.562988
	Iteration 2F: 3 clusters Score -1371634 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -1372404.000000 Penalty: 4661.562988
	Iteration 3F: 3 clusters Score -1372404 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -1373060.625000 Penalty: 4661.562988
	Iteration 4F: 3 clusters Score -1373061 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -1373606.000000 Penalty: 4661.562988
	Iteration 5F: 3 clusters Score -1373606 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -1374076.375000 Penalty: 4661.562988
	Iteration 6F: 3 clusters Score -1374076 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -1374429.625000 Penalty: 4661.562988
	Iteration 7F: 3 clusters Score -1374430 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -1374735.750000 Penalty: 4661.562988
	Iteration 8Q: 3 clusters Score -1374736 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -1374986.250000 Penalty: 4661.562988
	Iteration 9Q: 3 clusters Score -1374986 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -1375198.875000 Penalty: 4661.562988
	Iteration 10Q: 3 clusters Score -1375199 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -1375408.375000 Penalty: 4661.562988
	Iteration 11Q: 3 clusters Score -1375408 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -1375575.875000 Penalty: 4661.562988
	Iteration 12Q: 3 clusters Score -1375576 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -1375738.500000 Penalty: 4661.562988
	Iteration 13Q: 3 clusters Score -1375738 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -1375888.750000 Penalty: 4661.562988
	Iteration 14Q: 3 clusters Score -1375889 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -1376010.250000 Penalty: 4661.562988
	Iteration 15Q: 3 clusters Score -1376010 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -1376114.125000 Penalty: 4661.562988
	Iteration 16Q: 3 clusters Score -1376114 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 9602 members 
Entering Unmasked Estep 
Score: -1376195.875000 Penalty: 4661.562988
	Iteration 17Q: 3 clusters Score -1376196 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -1376267.500000 Penalty: 4661.562988
	Iteration 18Q: 3 clusters Score -1376268 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 9806 members 
Entering Unmasked Estep 
Score: -1376326.750000 Penalty: 4661.562988
	Iteration 19Q: 3 clusters Score -1376327 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 9889 members 
Entering Unmasked Estep 
Score: -1376374.375000 Penalty: 4661.562988
	Iteration 20F: 3 clusters Score -1376374 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 9943 members 
Entering Unmasked Estep 
Score: -1376403.625000 Penalty: 4661.562988
	Iteration 21Q: 3 clusters Score -1376404 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 9986 members 
Entering Unmasked Estep 
Score: -1376429.625000 Penalty: 4661.562988
	Iteration 22Q: 3 clusters Score -1376430 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 10012 members 
Entering Unmasked Estep 
Score: -1376436.250000 Penalty: 4661.562988
	Iteration 23Q: 3 clusters Score -1376436 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 10034 members 
Entering Unmasked Estep 
Score: -1376442.625000 Penalty: 4661.562988
	Iteration 24Q: 3 clusters Score -1376443 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -1376444.625000 Penalty: 4661.562988
	Iteration 25Q: 3 clusters Score -1376445 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 10059 members 
Entering Unmasked Estep 
Score: -1376446.250000 Penalty: 4661.562988
	Iteration 26Q: 3 clusters Score -1376446 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 10070 members 
Entering Unmasked Estep 
Score: -1376449.500000 Penalty: 4661.562988
	Iteration 27Q: 3 clusters Score -1376450 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -1376454.125000 Penalty: 4661.562988
	Iteration 28Q: 3 clusters Score -1376454 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 10084 members 
Entering Unmasked Estep 
Score: -1376452.000000 Penalty: 4661.562988
	Iteration 29Q: 3 clusters Score -1376452 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 10087 members 
Entering Unmasked Estep 
Score: -1376455.000000 Penalty: 4661.562988
	Iteration 30Q: 3 clusters Score -1376455 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 10087 members 
Entering Unmasked Estep 
Score: -1376454.250000 Penalty: 4661.562988
	Iteration 31Q: 3 clusters Score -1376454 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 10087 members 
Entering Unmasked Estep 
Score: -1376454.000000 Penalty: 4661.562988
	Iteration 32Q: 3 clusters Score -1376454 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 10088 members 
Entering Unmasked Estep 
Score: -1376455.875000 Penalty: 4661.562988
	Iteration 33Q: 3 clusters Score -1376456 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 10090 members 
Entering Unmasked Estep 
Score: -1376457.125000 Penalty: 4661.562988
	Iteration 34Q: 3 clusters Score -1376457 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -1376458.125000 Penalty: 4661.562988
	Iteration 35Q: 3 clusters Score -1376458 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -1376458.125000 Penalty: 4661.562988
	Iteration 36F: 3 clusters Score -1376458 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Entering Unmasked Estep 
Score: -402047.562500 Penalty: 2000.263672
	Iteration 0F: 2 clusters Score -402047.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -398634.718750 Penalty: 4000.527344
	Iteration 0F: 3 clusters Score -398634.7 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -399301.750000 Penalty: 4000.527344
	Iteration 1F: 3 clusters Score -399301.8 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -399480.968750 Penalty: 4000.527344
	Iteration 2F: 3 clusters Score -399481 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -399600.718750 Penalty: 4000.527344
	Iteration 3F: 3 clusters Score -399600.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -399672.625000 Penalty: 4000.527344
	Iteration 4Q: 3 clusters Score -399672.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -399717.562500 Penalty: 4000.527344
	Iteration 5Q: 3 clusters Score -399717.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -399758.250000 Penalty: 4000.527344
	Iteration 6Q: 3 clusters Score -399758.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -399787.406250 Penalty: 4000.527344
	Iteration 7Q: 3 clusters Score -399787.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -399811.906250 Penalty: 4000.527344
	Iteration 8Q: 3 clusters Score -399811.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -399833.218750 Penalty: 4000.527344
	Iteration 9Q: 3 clusters Score -399833.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -399850.031250 Penalty: 4000.527344
	Iteration 10Q: 3 clusters Score -399850 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -399864.156250 Penalty: 4000.527344
	Iteration 11Q: 3 clusters Score -399864.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -399872.531250 Penalty: 4000.527344
	Iteration 12Q: 3 clusters Score -399872.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -399883.000000 Penalty: 4000.527344
	Iteration 13Q: 3 clusters Score -399883 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -399886.437500 Penalty: 4000.527344
	Iteration 14Q: 3 clusters Score -399886.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -399890.593750 Penalty: 4000.527344
	Iteration 15Q: 3 clusters Score -399890.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -399893.437500 Penalty: 4000.527344
	Iteration 16Q: 3 clusters Score -399893.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -399895.812500 Penalty: 4000.527344
	Iteration 17Q: 3 clusters Score -399895.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -399902.156250 Penalty: 4000.527344
	Iteration 18Q: 3 clusters Score -399902.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -399906.125000 Penalty: 4000.527344
	Iteration 19Q: 3 clusters Score -399906.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -399908.062500 Penalty: 4000.527344
	Iteration 20F: 3 clusters Score -399908.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -399910.062500 Penalty: 4000.527344
	Iteration 21Q: 3 clusters Score -399910.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -399911.656250 Penalty: 4000.527344
	Iteration 22Q: 3 clusters Score -399911.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -399916.156250 Penalty: 4000.527344
	Iteration 23Q: 3 clusters Score -399916.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -399919.875000 Penalty: 4000.527344
	Iteration 24Q: 3 clusters Score -399919.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -399921.187500 Penalty: 4000.527344
	Iteration 25Q: 3 clusters Score -399921.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -399923.218750 Penalty: 4000.527344
	Iteration 26Q: 3 clusters Score -399923.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -399924.343750 Penalty: 4000.527344
	Iteration 27Q: 3 clusters Score -399924.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -399925.718750 Penalty: 4000.527344
	Iteration 28Q: 3 clusters Score -399925.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -399930.437500 Penalty: 4000.527344
	Iteration 29Q: 3 clusters Score -399930.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -399931.125000 Penalty: 4000.527344
	Iteration 30Q: 3 clusters Score -399931.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -399933.312500 Penalty: 4000.527344
	Iteration 31Q: 3 clusters Score -399933.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -399936.781250 Penalty: 4000.527344
	Iteration 32Q: 3 clusters Score -399936.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -399937.562500 Penalty: 4000.527344
	Iteration 33Q: 3 clusters Score -399937.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -399937.968750 Penalty: 4000.527344
	Iteration 34Q: 3 clusters Score -399938 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -399938.687500 Penalty: 4000.527344
	Iteration 35Q: 3 clusters Score -399938.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -399940.875000 Penalty: 4000.527344
	Iteration 36Q: 3 clusters Score -399940.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -399943.062500 Penalty: 4000.527344
	Iteration 37Q: 3 clusters Score -399943.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -399944.281250 Penalty: 4000.527344
	Iteration 38Q: 3 clusters Score -399944.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -399945.281250 Penalty: 4000.527344
	Iteration 39Q: 3 clusters Score -399945.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -399946.125000 Penalty: 4000.527344
	Iteration 40F: 3 clusters Score -399946.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -399946.812500 Penalty: 4000.527344
	Iteration 41Q: 3 clusters Score -399946.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -399946.812500 Penalty: 4000.527344
	Iteration 42Q: 3 clusters Score -399946.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -399946.812500 Penalty: 4000.527344
	Iteration 43F: 3 clusters Score -399946.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -318186.093750 Penalty: 1945.566040
	Iteration 0F: 2 clusters Score -318186.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -315207.218750 Penalty: 3891.132080
	Iteration 0F: 3 clusters Score -315207.2 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -315897.437500 Penalty: 3891.132080
	Iteration 1F: 3 clusters Score -315897.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -316100.906250 Penalty: 3891.132080
	Iteration 2F: 3 clusters Score -316100.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -316267.343750 Penalty: 3891.132080
	Iteration 3F: 3 clusters Score -316267.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -316440.125000 Penalty: 3891.132080
	Iteration 4F: 3 clusters Score -316440.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -316643.250000 Penalty: 3891.132080
	Iteration 5F: 3 clusters Score -316643.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -316843.062500 Penalty: 3891.132080
	Iteration 6F: 3 clusters Score -316843.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -317089.468750 Penalty: 3891.132080
	Iteration 7F: 3 clusters Score -317089.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -317285.718750 Penalty: 3891.132080
	Iteration 8Q: 3 clusters Score -317285.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -317409.343750 Penalty: 3891.132080
	Iteration 9Q: 3 clusters Score -317409.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -317485.500000 Penalty: 3891.132080
	Iteration 10Q: 3 clusters Score -317485.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -317513.437500 Penalty: 3891.132080
	Iteration 11Q: 3 clusters Score -317513.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -317532.750000 Penalty: 3891.132080
	Iteration 12Q: 3 clusters Score -317532.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -317561.781250 Penalty: 3891.132080
	Iteration 13Q: 3 clusters Score -317561.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -317587.500000 Penalty: 3891.132080
	Iteration 14Q: 3 clusters Score -317587.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -317604.718750 Penalty: 3891.132080
	Iteration 15Q: 3 clusters Score -317604.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -317619.218750 Penalty: 3891.132080
	Iteration 16Q: 3 clusters Score -317619.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -317630.437500 Penalty: 3891.132080
	Iteration 17Q: 3 clusters Score -317630.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -317636.375000 Penalty: 3891.132080
	Iteration 18Q: 3 clusters Score -317636.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -317642.656250 Penalty: 3891.132080
	Iteration 19Q: 3 clusters Score -317642.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -317652.000000 Penalty: 3891.132080
	Iteration 20F: 3 clusters Score -317652 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -317657.937500 Penalty: 3891.132080
	Iteration 21Q: 3 clusters Score -317657.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -317663.156250 Penalty: 3891.132080
	Iteration 22Q: 3 clusters Score -317663.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -317666.156250 Penalty: 3891.132080
	Iteration 23Q: 3 clusters Score -317666.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -317668.937500 Penalty: 3891.132080
	Iteration 24Q: 3 clusters Score -317668.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -317670.218750 Penalty: 3891.132080
	Iteration 25Q: 3 clusters Score -317670.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -317673.468750 Penalty: 3891.132080
	Iteration 26Q: 3 clusters Score -317673.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -317675.531250 Penalty: 3891.132080
	Iteration 27Q: 3 clusters Score -317675.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -317678.718750 Penalty: 3891.132080
	Iteration 28Q: 3 clusters Score -317678.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -317683.218750 Penalty: 3891.132080
	Iteration 29Q: 3 clusters Score -317683.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -317686.937500 Penalty: 3891.132080
	Iteration 30Q: 3 clusters Score -317686.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -317688.093750 Penalty: 3891.132080
	Iteration 31Q: 3 clusters Score -317688.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -317688.093750 Penalty: 3891.132080
	Iteration 32F: 3 clusters Score -317688.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Entering Unmasked Estep 
Score: -53069.867188 Penalty: 1460.441650
	Iteration 0F: 2 clusters Score -53069.87 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 193 members 
Entering Unmasked Estep 
Score: -51732.320312 Penalty: 2920.883301
	Iteration 0F: 3 clusters Score -51732.32 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -51961.156250 Penalty: 2920.883301
	Iteration 1F: 3 clusters Score -51961.16 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -52117.304688 Penalty: 2920.883301
	Iteration 2F: 3 clusters Score -52117.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -52358.636719 Penalty: 2920.883301
	Iteration 3Q: 3 clusters Score -52358.64 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -52525.945312 Penalty: 2920.883301
	Iteration 4F: 3 clusters Score -52525.95 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -52583.996094 Penalty: 2920.883301
	Iteration 5Q: 3 clusters Score -52584 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -52629.195312 Penalty: 2920.883301
	Iteration 6Q: 3 clusters Score -52629.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -52634.703125 Penalty: 2920.883301
	Iteration 7Q: 3 clusters Score -52634.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -52643.781250 Penalty: 2920.883301
	Iteration 8Q: 3 clusters Score -52643.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -52648.500000 Penalty: 2920.883301
	Iteration 9Q: 3 clusters Score -52648.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -52648.500000 Penalty: 2920.883301
	Iteration 10F: 3 clusters Score -52648.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (7705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Entering Unmasked Estep 
Score: -977086.562500 Penalty: 2219.507080
	Iteration 0F: 2 clusters Score -977086.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -970892.687500 Penalty: 4439.014160
	Iteration 0F: 3 clusters Score -970892.7 nChanged 3109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -972630.000000 Penalty: 4439.014160
	Iteration 1F: 3 clusters Score -972630 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -972968.437500 Penalty: 4439.014160
	Iteration 2F: 3 clusters Score -972968.4 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -973232.000000 Penalty: 4439.014160
	Iteration 3F: 3 clusters Score -973232 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -973429.250000 Penalty: 4439.014160
	Iteration 4Q: 3 clusters Score -973429.2 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -973645.625000 Penalty: 4439.014160
	Iteration 5Q: 3 clusters Score -973645.6 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -973845.937500 Penalty: 4439.014160
	Iteration 6Q: 3 clusters Score -973845.9 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -974048.250000 Penalty: 4439.014160
	Iteration 7Q: 3 clusters Score -974048.2 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -974265.875000 Penalty: 4439.014160
	Iteration 8Q: 3 clusters Score -974265.9 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -974494.000000 Penalty: 4439.014160
	Iteration 9Q: 3 clusters Score -974494 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -974672.937500 Penalty: 4439.014160
	Iteration 10Q: 3 clusters Score -974672.9 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -974827.250000 Penalty: 4439.014160
	Iteration 11Q: 3 clusters Score -974827.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -974945.250000 Penalty: 4439.014160
	Iteration 12Q: 3 clusters Score -974945.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -975044.437500 Penalty: 4439.014160
	Iteration 13Q: 3 clusters Score -975044.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -975115.250000 Penalty: 4439.014160
	Iteration 14Q: 3 clusters Score -975115.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -975160.250000 Penalty: 4439.014160
	Iteration 15Q: 3 clusters Score -975160.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -975192.187500 Penalty: 4439.014160
	Iteration 16Q: 3 clusters Score -975192.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -975215.937500 Penalty: 4439.014160
	Iteration 17Q: 3 clusters Score -975215.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -975227.687500 Penalty: 4439.014160
	Iteration 18Q: 3 clusters Score -975227.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -975248.687500 Penalty: 4439.014160
	Iteration 19Q: 3 clusters Score -975248.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -975260.750000 Penalty: 4439.014160
	Iteration 20F: 3 clusters Score -975260.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -975271.312500 Penalty: 4439.014160
	Iteration 21Q: 3 clusters Score -975271.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -975279.625000 Penalty: 4439.014160
	Iteration 22Q: 3 clusters Score -975279.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -975292.812500 Penalty: 4439.014160
	Iteration 23Q: 3 clusters Score -975292.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -975305.187500 Penalty: 4439.014160
	Iteration 24Q: 3 clusters Score -975305.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -975317.312500 Penalty: 4439.014160
	Iteration 25Q: 3 clusters Score -975317.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -975329.187500 Penalty: 4439.014160
	Iteration 26Q: 3 clusters Score -975329.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -975337.000000 Penalty: 4439.014160
	Iteration 27Q: 3 clusters Score -975337 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -975348.500000 Penalty: 4439.014160
	Iteration 28Q: 3 clusters Score -975348.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -975363.562500 Penalty: 4439.014160
	Iteration 29Q: 3 clusters Score -975363.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -975386.437500 Penalty: 4439.014160
	Iteration 30Q: 3 clusters Score -975386.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -975410.875000 Penalty: 4439.014160
	Iteration 31Q: 3 clusters Score -975410.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -975456.062500 Penalty: 4439.014160
	Iteration 32Q: 3 clusters Score -975456.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -975525.312500 Penalty: 4439.014160
	Iteration 33Q: 3 clusters Score -975525.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -975667.562500 Penalty: 4439.014160
	Iteration 34Q: 3 clusters Score -975667.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -975872.125000 Penalty: 4439.014160
	Iteration 35Q: 3 clusters Score -975872.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -976006.000000 Penalty: 4439.014160
	Iteration 36Q: 3 clusters Score -976006 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -976067.125000 Penalty: 4439.014160
	Iteration 37Q: 3 clusters Score -976067.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -976109.000000 Penalty: 4439.014160
	Iteration 38Q: 3 clusters Score -976109 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -976133.000000 Penalty: 4439.014160
	Iteration 39Q: 3 clusters Score -976133 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -976148.000000 Penalty: 4439.014160
	Iteration 40F: 3 clusters Score -976148 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -976160.437500 Penalty: 4439.014160
	Iteration 41Q: 3 clusters Score -976160.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -976168.625000 Penalty: 4439.014160
	Iteration 42Q: 3 clusters Score -976168.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -976177.437500 Penalty: 4439.014160
	Iteration 43Q: 3 clusters Score -976177.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -976177.062500 Penalty: 4439.014160
	Iteration 44Q: 3 clusters Score -976177.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -976182.312500 Penalty: 4439.014160
	Iteration 45Q: 3 clusters Score -976182.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -976182.687500 Penalty: 4439.014160
	Iteration 46Q: 3 clusters Score -976182.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -976185.250000 Penalty: 4439.014160
	Iteration 47Q: 3 clusters Score -976185.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -976185.562500 Penalty: 4439.014160
	Iteration 48Q: 3 clusters Score -976185.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -976185.875000 Penalty: 4439.014160
	Iteration 49Q: 3 clusters Score -976185.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -976185.812500 Penalty: 4439.014160
	Iteration 50Q: 3 clusters Score -976185.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -976185.687500 Penalty: 4439.014160
	Iteration 51Q: 3 clusters Score -976185.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -976186.250000 Penalty: 4439.014160
	Iteration 52Q: 3 clusters Score -976186.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -976186.250000 Penalty: 4439.014160
	Iteration 53F: 3 clusters Score -976186.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (172965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172965 members 
Entering Unmasked Estep 
Score: -22129550.000000 Penalty: 2991.089355
	Iteration 0F: 2 clusters Score -2.212955e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86308 members 
Mstep: Class 2 contains 86657 members 
Entering Unmasked Estep 
Score: -22013472.000000 Penalty: 5982.178711
	Iteration 0F: 3 clusters Score -2.201347e+07 nChanged 82670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84848 members 
Mstep: Class 2 contains 88117 members 
Entering Unmasked Estep 
Score: -22062564.000000 Penalty: 5982.178711
	Iteration 1F: 3 clusters Score -2.206256e+07 nChanged 5329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83885 members 
Mstep: Class 2 contains 89080 members 
Entering Unmasked Estep 
Score: -22063790.000000 Penalty: 5982.178711
	Iteration 2Q: 3 clusters Score -2.206379e+07 nChanged 5748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82379 members 
Mstep: Class 2 contains 90586 members 
Entering Unmasked Estep 
Score: -22065550.000000 Penalty: 5982.178711
	Iteration 3Q: 3 clusters Score -2.206555e+07 nChanged 6397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80234 members 
Mstep: Class 2 contains 92731 members 
Entering Unmasked Estep 
Score: -22067780.000000 Penalty: 5982.178711
	Iteration 4Q: 3 clusters Score -2.206778e+07 nChanged 7153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77341 members 
Mstep: Class 2 contains 95624 members 
Entering Unmasked Estep 
Score: -22070882.000000 Penalty: 5982.178711
	Iteration 5Q: 3 clusters Score -2.207088e+07 nChanged 7929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73240 members 
Mstep: Class 2 contains 99725 members 
Entering Unmasked Estep 
Score: -22074618.000000 Penalty: 5982.178711
	Iteration 6Q: 3 clusters Score -2.207462e+07 nChanged 8640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67790 members 
Mstep: Class 2 contains 105175 members 
Entering Unmasked Estep 
Score: -22079086.000000 Penalty: 5982.178711
	Iteration 7Q: 3 clusters Score -2.207909e+07 nChanged 9230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60696 members 
Mstep: Class 2 contains 112269 members 
Entering Unmasked Estep 
Score: -22084730.000000 Penalty: 5982.178711
	Iteration 8F: 3 clusters Score -2.208473e+07 nChanged 9826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52048 members 
Mstep: Class 2 contains 120917 members 
Entering Unmasked Estep 
Score: -22091322.000000 Penalty: 5982.178711
	Iteration 9F: 3 clusters Score -2.209132e+07 nChanged 10008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42496 members 
Mstep: Class 2 contains 130469 members 
Entering Unmasked Estep 
Score: -22098020.000000 Penalty: 5982.178711
	Iteration 10F: 3 clusters Score -2.209802e+07 nChanged 9752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32846 members 
Mstep: Class 2 contains 140119 members 
Entering Unmasked Estep 
Score: -22104720.000000 Penalty: 5982.178711
	Iteration 11F: 3 clusters Score -2.210472e+07 nChanged 9068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23798 members 
Mstep: Class 2 contains 149167 members 
Entering Unmasked Estep 
Score: -22111232.000000 Penalty: 5982.178711
	Iteration 12F: 3 clusters Score -2.211123e+07 nChanged 7606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16194 members 
Mstep: Class 2 contains 156771 members 
Entering Unmasked Estep 
Score: -22116800.000000 Penalty: 5982.178711
	Iteration 13Q: 3 clusters Score -2.21168e+07 nChanged 5674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10524 members 
Mstep: Class 2 contains 162441 members 
Entering Unmasked Estep 
Score: -22120844.000000 Penalty: 5982.178711
	Iteration 14Q: 3 clusters Score -2.212084e+07 nChanged 3864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 166305 members 
Entering Unmasked Estep 
Score: -22123318.000000 Penalty: 5982.178711
	Iteration 15Q: 3 clusters Score -2.212332e+07 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 168684 members 
Entering Unmasked Estep 
Score: -22124870.000000 Penalty: 5982.178711
	Iteration 16Q: 3 clusters Score -2.212487e+07 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 170058 members 
Entering Unmasked Estep 
Score: -22125728.000000 Penalty: 5982.178711
	Iteration 17Q: 3 clusters Score -2.212573e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 170826 members 
Entering Unmasked Estep 
Score: -22126108.000000 Penalty: 5982.178711
	Iteration 18Q: 3 clusters Score -2.212611e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 171279 members 
Entering Unmasked Estep 
Score: -22126392.000000 Penalty: 5982.178711
	Iteration 19Q: 3 clusters Score -2.212639e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 171534 members 
Entering Unmasked Estep 
Score: -22126556.000000 Penalty: 5982.178711
	Iteration 20F: 3 clusters Score -2.212656e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 171700 members 
Entering Unmasked Estep 
Score: -22126708.000000 Penalty: 5982.178711
	Iteration 21Q: 3 clusters Score -2.212671e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 171824 members 
Entering Unmasked Estep 
Score: -22126784.000000 Penalty: 5982.178711
	Iteration 22Q: 3 clusters Score -2.212678e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 171906 members 
Entering Unmasked Estep 
Score: -22126862.000000 Penalty: 5982.178711
	Iteration 23Q: 3 clusters Score -2.212686e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 171963 members 
Entering Unmasked Estep 
Score: -22126924.000000 Penalty: 5982.178711
	Iteration 24Q: 3 clusters Score -2.212692e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 172000 members 
Entering Unmasked Estep 
Score: -22126958.000000 Penalty: 5982.178711
	Iteration 25Q: 3 clusters Score -2.212696e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 172025 members 
Entering Unmasked Estep 
Score: -22126978.000000 Penalty: 5982.178711
	Iteration 26Q: 3 clusters Score -2.212698e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 172053 members 
Entering Unmasked Estep 
Score: -22127000.000000 Penalty: 5982.178711
	Iteration 27Q: 3 clusters Score -2.2127e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 172080 members 
Entering Unmasked Estep 
Score: -22127010.000000 Penalty: 5982.178711
	Iteration 28Q: 3 clusters Score -2.212701e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 172098 members 
Entering Unmasked Estep 
Score: -22127024.000000 Penalty: 5982.178711
	Iteration 29Q: 3 clusters Score -2.212702e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 172105 members 
Entering Unmasked Estep 
Score: -22127030.000000 Penalty: 5982.178711
	Iteration 30Q: 3 clusters Score -2.212703e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 172116 members 
Entering Unmasked Estep 
Score: -22127040.000000 Penalty: 5982.178711
	Iteration 31Q: 3 clusters Score -2.212704e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 172124 members 
Entering Unmasked Estep 
Score: -22127040.000000 Penalty: 5982.178711
	Iteration 32Q: 3 clusters Score -2.212704e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 172132 members 
Entering Unmasked Estep 
Score: -22127040.000000 Penalty: 5982.178711
	Iteration 33Q: 3 clusters Score -2.212704e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 172138 members 
Entering Unmasked Estep 
Score: -22127060.000000 Penalty: 5982.178711
	Iteration 34Q: 3 clusters Score -2.212706e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 172144 members 
Entering Unmasked Estep 
Score: -22127062.000000 Penalty: 5982.178711
	Iteration 35Q: 3 clusters Score -2.212706e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 172147 members 
Entering Unmasked Estep 
Score: -22127074.000000 Penalty: 5982.178711
	Iteration 36Q: 3 clusters Score -2.212707e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 172151 members 
Entering Unmasked Estep 
Score: -22127070.000000 Penalty: 5982.178711
	Iteration 37Q: 3 clusters Score -2.212707e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 172155 members 
Entering Unmasked Estep 
Score: -22127072.000000 Penalty: 5982.178711
	Iteration 38Q: 3 clusters Score -2.212707e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 172159 members 
Entering Unmasked Estep 
Score: -22127074.000000 Penalty: 5982.178711
	Iteration 39Q: 3 clusters Score -2.212707e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 172162 members 
Entering Unmasked Estep 
Score: -22127070.000000 Penalty: 5982.178711
	Iteration 40F: 3 clusters Score -2.212707e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 172161 members 
Entering Unmasked Estep 
Score: -22127062.000000 Penalty: 5982.178711
	Iteration 41Q: 3 clusters Score -2.212706e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 172163 members 
Entering Unmasked Estep 
Score: -22127064.000000 Penalty: 5982.178711
	Iteration 42Q: 3 clusters Score -2.212706e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 172163 members 
Entering Unmasked Estep 
Score: -22127058.000000 Penalty: 5982.178711
	Iteration 43Q: 3 clusters Score -2.212706e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 172163 members 
Entering Unmasked Estep 
Score: -22127058.000000 Penalty: 5982.178711
	Iteration 44F: 3 clusters Score -2.212706e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (8510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Entering Unmasked Estep 
Score: -939324.812500 Penalty: 2244.151123
	Iteration 0F: 2 clusters Score -939324.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -932614.875000 Penalty: 4488.302246
	Iteration 0F: 3 clusters Score -932614.9 nChanged 3478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -934776.062500 Penalty: 4488.302246
	Iteration 1F: 3 clusters Score -934776.1 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -935508.375000 Penalty: 4488.302246
	Iteration 2F: 3 clusters Score -935508.4 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -936329.062500 Penalty: 4488.302246
	Iteration 3F: 3 clusters Score -936329.1 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -937117.937500 Penalty: 4488.302246
	Iteration 4F: 3 clusters Score -937117.9 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -937638.875000 Penalty: 4488.302246
	Iteration 5F: 3 clusters Score -937638.9 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -937968.937500 Penalty: 4488.302246
	Iteration 6F: 3 clusters Score -937968.9 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -938164.812500 Penalty: 4488.302246
	Iteration 7Q: 3 clusters Score -938164.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -938263.750000 Penalty: 4488.302246
	Iteration 8Q: 3 clusters Score -938263.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -938335.562500 Penalty: 4488.302246
	Iteration 9Q: 3 clusters Score -938335.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -938377.375000 Penalty: 4488.302246
	Iteration 10Q: 3 clusters Score -938377.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -938407.937500 Penalty: 4488.302246
	Iteration 11Q: 3 clusters Score -938407.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -938432.375000 Penalty: 4488.302246
	Iteration 12Q: 3 clusters Score -938432.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -938449.937500 Penalty: 4488.302246
	Iteration 13Q: 3 clusters Score -938449.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -938468.500000 Penalty: 4488.302246
	Iteration 14Q: 3 clusters Score -938468.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -938479.875000 Penalty: 4488.302246
	Iteration 15Q: 3 clusters Score -938479.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -938487.000000 Penalty: 4488.302246
	Iteration 16Q: 3 clusters Score -938487 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -938492.062500 Penalty: 4488.302246
	Iteration 17Q: 3 clusters Score -938492.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -938497.062500 Penalty: 4488.302246
	Iteration 18Q: 3 clusters Score -938497.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -938498.562500 Penalty: 4488.302246
	Iteration 19Q: 3 clusters Score -938498.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -938502.000000 Penalty: 4488.302246
	Iteration 20F: 3 clusters Score -938502 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -938507.375000 Penalty: 4488.302246
	Iteration 21Q: 3 clusters Score -938507.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -938509.312500 Penalty: 4488.302246
	Iteration 22Q: 3 clusters Score -938509.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -938509.375000 Penalty: 4488.302246
	Iteration 23Q: 3 clusters Score -938509.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -938510.437500 Penalty: 4488.302246
	Iteration 24Q: 3 clusters Score -938510.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -938510.000000 Penalty: 4488.302246
	Iteration 25Q: 3 clusters Score -938510 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -938512.812500 Penalty: 4488.302246
	Iteration 26Q: 3 clusters Score -938512.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -938514.250000 Penalty: 4488.302246
	Iteration 27Q: 3 clusters Score -938514.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -938514.937500 Penalty: 4488.302246
	Iteration 28Q: 3 clusters Score -938514.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -938515.062500 Penalty: 4488.302246
	Iteration 29Q: 3 clusters Score -938515.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -938516.000000 Penalty: 4488.302246
	Iteration 30Q: 3 clusters Score -938516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -938516.125000 Penalty: 4488.302246
	Iteration 31Q: 3 clusters Score -938516.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -938516.125000 Penalty: 4488.302246
	Iteration 32Q: 3 clusters Score -938516.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -938516.125000 Penalty: 4488.302246
	Iteration 33F: 3 clusters Score -938516.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3816 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Entering Unmasked Estep 
Score: -412780.812500 Penalty: 2045.245483
	Iteration 0F: 2 clusters Score -412780.8 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 1876 members 
Entering Unmasked Estep 
Score: -409077.500000 Penalty: 4090.490967
	Iteration 0F: 3 clusters Score -409077.5 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -410037.500000 Penalty: 4090.490967
	Iteration 1F: 3 clusters Score -410037.5 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -410385.781250 Penalty: 4090.490967
	Iteration 2F: 3 clusters Score -410385.8 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -410761.000000 Penalty: 4090.490967
	Iteration 3F: 3 clusters Score -410761 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -411119.156250 Penalty: 4090.490967
	Iteration 4F: 3 clusters Score -411119.2 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -411400.187500 Penalty: 4090.490967
	Iteration 5F: 3 clusters Score -411400.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -411572.562500 Penalty: 4090.490967
	Iteration 6Q: 3 clusters Score -411572.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -411651.718750 Penalty: 4090.490967
	Iteration 7Q: 3 clusters Score -411651.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -411698.843750 Penalty: 4090.490967
	Iteration 8Q: 3 clusters Score -411698.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -411729.718750 Penalty: 4090.490967
	Iteration 9Q: 3 clusters Score -411729.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -411742.718750 Penalty: 4090.490967
	Iteration 10Q: 3 clusters Score -411742.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -411750.656250 Penalty: 4090.490967
	Iteration 11Q: 3 clusters Score -411750.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -411755.781250 Penalty: 4090.490967
	Iteration 12Q: 3 clusters Score -411755.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -411758.312500 Penalty: 4090.490967
	Iteration 13Q: 3 clusters Score -411758.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -411758.750000 Penalty: 4090.490967
	Iteration 14Q: 3 clusters Score -411758.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -411760.468750 Penalty: 4090.490967
	Iteration 15Q: 3 clusters Score -411760.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -411760.406250 Penalty: 4090.490967
	Iteration 16Q: 3 clusters Score -411760.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -411760.406250 Penalty: 4090.490967
	Iteration 17F: 3 clusters Score -411760.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (23279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23279 members 
Entering Unmasked Estep 
Score: -2942137.250000 Penalty: 2493.716309
	Iteration 0F: 2 clusters Score -2942137 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11591 members 
Mstep: Class 2 contains 11688 members 
Entering Unmasked Estep 
Score: -2925795.250000 Penalty: 4987.432617
	Iteration 0F: 3 clusters Score -2925795 nChanged 10418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11187 members 
Mstep: Class 2 contains 12092 members 
Entering Unmasked Estep 
Score: -2931614.500000 Penalty: 4987.432617
	Iteration 1F: 3 clusters Score -2931614 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10946 members 
Mstep: Class 2 contains 12333 members 
Entering Unmasked Estep 
Score: -2932385.000000 Penalty: 4987.432617
	Iteration 2F: 3 clusters Score -2932385 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10682 members 
Mstep: Class 2 contains 12597 members 
Entering Unmasked Estep 
Score: -2933243.750000 Penalty: 4987.432617
	Iteration 3F: 3 clusters Score -2933244 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 12937 members 
Entering Unmasked Estep 
Score: -2934182.000000 Penalty: 4987.432617
	Iteration 4F: 3 clusters Score -2934182 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 13312 members 
Entering Unmasked Estep 
Score: -2935233.750000 Penalty: 4987.432617
	Iteration 5F: 3 clusters Score -2935234 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 13667 members 
Entering Unmasked Estep 
Score: -2936139.250000 Penalty: 4987.432617
	Iteration 6F: 3 clusters Score -2936139 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9349 members 
Mstep: Class 2 contains 13930 members 
Entering Unmasked Estep 
Score: -2936793.250000 Penalty: 4987.432617
	Iteration 7F: 3 clusters Score -2936793 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 14076 members 
Entering Unmasked Estep 
Score: -2937168.750000 Penalty: 4987.432617
	Iteration 8Q: 3 clusters Score -2937169 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 14148 members 
Entering Unmasked Estep 
Score: -2937401.250000 Penalty: 4987.432617
	Iteration 9Q: 3 clusters Score -2937401 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 14167 members 
Entering Unmasked Estep 
Score: -2937550.250000 Penalty: 4987.432617
	Iteration 10Q: 3 clusters Score -2937550 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 14170 members 
Entering Unmasked Estep 
Score: -2937651.500000 Penalty: 4987.432617
	Iteration 11Q: 3 clusters Score -2937652 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 14198 members 
Entering Unmasked Estep 
Score: -2937719.000000 Penalty: 4987.432617
	Iteration 12Q: 3 clusters Score -2937719 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 14205 members 
Entering Unmasked Estep 
Score: -2937787.500000 Penalty: 4987.432617
	Iteration 13Q: 3 clusters Score -2937788 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 14180 members 
Entering Unmasked Estep 
Score: -2937841.000000 Penalty: 4987.432617
	Iteration 14Q: 3 clusters Score -2937841 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 14143 members 
Entering Unmasked Estep 
Score: -2937929.000000 Penalty: 4987.432617
	Iteration 15Q: 3 clusters Score -2937929 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 14114 members 
Entering Unmasked Estep 
Score: -2938022.500000 Penalty: 4987.432617
	Iteration 16Q: 3 clusters Score -2938022 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 14085 members 
Entering Unmasked Estep 
Score: -2938137.250000 Penalty: 4987.432617
	Iteration 17Q: 3 clusters Score -2938137 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 14062 members 
Entering Unmasked Estep 
Score: -2938234.500000 Penalty: 4987.432617
	Iteration 18Q: 3 clusters Score -2938234 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 14044 members 
Entering Unmasked Estep 
Score: -2938329.250000 Penalty: 4987.432617
	Iteration 19Q: 3 clusters Score -2938329 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 14037 members 
Entering Unmasked Estep 
Score: -2938436.750000 Penalty: 4987.432617
	Iteration 20F: 3 clusters Score -2938437 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 14041 members 
Entering Unmasked Estep 
Score: -2938507.500000 Penalty: 4987.432617
	Iteration 21Q: 3 clusters Score -2938508 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 14027 members 
Entering Unmasked Estep 
Score: -2938568.500000 Penalty: 4987.432617
	Iteration 22Q: 3 clusters Score -2938568 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 14014 members 
Entering Unmasked Estep 
Score: -2938612.500000 Penalty: 4987.432617
	Iteration 23Q: 3 clusters Score -2938612 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 13998 members 
Entering Unmasked Estep 
Score: -2938640.750000 Penalty: 4987.432617
	Iteration 24Q: 3 clusters Score -2938641 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9296 members 
Mstep: Class 2 contains 13983 members 
Entering Unmasked Estep 
Score: -2938675.000000 Penalty: 4987.432617
	Iteration 25Q: 3 clusters Score -2938675 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9305 members 
Mstep: Class 2 contains 13974 members 
Entering Unmasked Estep 
Score: -2938697.500000 Penalty: 4987.432617
	Iteration 26Q: 3 clusters Score -2938698 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 13953 members 
Entering Unmasked Estep 
Score: -2938733.500000 Penalty: 4987.432617
	Iteration 27Q: 3 clusters Score -2938734 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9352 members 
Mstep: Class 2 contains 13927 members 
Entering Unmasked Estep 
Score: -2938760.000000 Penalty: 4987.432617
	Iteration 28Q: 3 clusters Score -2938760 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 13890 members 
Entering Unmasked Estep 
Score: -2938794.000000 Penalty: 4987.432617
	Iteration 29Q: 3 clusters Score -2938794 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 13857 members 
Entering Unmasked Estep 
Score: -2938831.500000 Penalty: 4987.432617
	Iteration 30Q: 3 clusters Score -2938832 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 13829 members 
Entering Unmasked Estep 
Score: -2938891.250000 Penalty: 4987.432617
	Iteration 31Q: 3 clusters Score -2938891 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 13791 members 
Entering Unmasked Estep 
Score: -2938949.000000 Penalty: 4987.432617
	Iteration 32Q: 3 clusters Score -2938949 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 13741 members 
Entering Unmasked Estep 
Score: -2939016.500000 Penalty: 4987.432617
	Iteration 33Q: 3 clusters Score -2939016 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 13699 members 
Entering Unmasked Estep 
Score: -2939074.750000 Penalty: 4987.432617
	Iteration 34Q: 3 clusters Score -2939075 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 13688 members 
Entering Unmasked Estep 
Score: -2939151.250000 Penalty: 4987.432617
	Iteration 35Q: 3 clusters Score -2939151 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9611 members 
Mstep: Class 2 contains 13668 members 
Entering Unmasked Estep 
Score: -2939225.250000 Penalty: 4987.432617
	Iteration 36Q: 3 clusters Score -2939225 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 13663 members 
Entering Unmasked Estep 
Score: -2939300.000000 Penalty: 4987.432617
	Iteration 37Q: 3 clusters Score -2939300 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 13659 members 
Entering Unmasked Estep 
Score: -2939355.000000 Penalty: 4987.432617
	Iteration 38Q: 3 clusters Score -2939355 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 13639 members 
Entering Unmasked Estep 
Score: -2939432.250000 Penalty: 4987.432617
	Iteration 39Q: 3 clusters Score -2939432 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 13623 members 
Entering Unmasked Estep 
Score: -2939489.000000 Penalty: 4987.432617
	Iteration 40F: 3 clusters Score -2939489 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 13634 members 
Entering Unmasked Estep 
Score: -2939558.000000 Penalty: 4987.432617
	Iteration 41Q: 3 clusters Score -2939558 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 13651 members 
Entering Unmasked Estep 
Score: -2939616.000000 Penalty: 4987.432617
	Iteration 42Q: 3 clusters Score -2939616 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 13686 members 
Entering Unmasked Estep 
Score: -2939677.500000 Penalty: 4987.432617
	Iteration 43Q: 3 clusters Score -2939678 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 13720 members 
Entering Unmasked Estep 
Score: -2939714.000000 Penalty: 4987.432617
	Iteration 44Q: 3 clusters Score -2939714 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 13744 members 
Entering Unmasked Estep 
Score: -2939756.500000 Penalty: 4987.432617
	Iteration 45Q: 3 clusters Score -2939756 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 13773 members 
Entering Unmasked Estep 
Score: -2939800.000000 Penalty: 4987.432617
	Iteration 46Q: 3 clusters Score -2939800 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 13801 members 
Entering Unmasked Estep 
Score: -2939823.000000 Penalty: 4987.432617
	Iteration 47Q: 3 clusters Score -2939823 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 13832 members 
Entering Unmasked Estep 
Score: -2939859.750000 Penalty: 4987.432617
	Iteration 48Q: 3 clusters Score -2939860 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 13865 members 
Entering Unmasked Estep 
Score: -2939880.250000 Penalty: 4987.432617
	Iteration 49Q: 3 clusters Score -2939880 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 13884 members 
Entering Unmasked Estep 
Score: -2939909.750000 Penalty: 4987.432617
	Iteration 50Q: 3 clusters Score -2939910 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 13901 members 
Entering Unmasked Estep 
Score: -2939930.250000 Penalty: 4987.432617
	Iteration 51Q: 3 clusters Score -2939930 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 13921 members 
Entering Unmasked Estep 
Score: -2939943.500000 Penalty: 4987.432617
	Iteration 52Q: 3 clusters Score -2939944 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 13935 members 
Entering Unmasked Estep 
Score: -2939957.000000 Penalty: 4987.432617
	Iteration 53Q: 3 clusters Score -2939957 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 13964 members 
Entering Unmasked Estep 
Score: -2939946.500000 Penalty: 4987.432617
	Iteration 54Q: 3 clusters Score -2939946 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 13987 members 
Entering Unmasked Estep 
Score: -2939971.750000 Penalty: 4987.432617
	Iteration 55Q: 3 clusters Score -2939972 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9278 members 
Mstep: Class 2 contains 14001 members 
Entering Unmasked Estep 
Score: -2939972.500000 Penalty: 4987.432617
	Iteration 56Q: 3 clusters Score -2939972 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 14030 members 
Entering Unmasked Estep 
Score: -2939983.750000 Penalty: 4987.432617
	Iteration 57Q: 3 clusters Score -2939984 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 14055 members 
Entering Unmasked Estep 
Score: -2939987.500000 Penalty: 4987.432617
	Iteration 58Q: 3 clusters Score -2939988 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9190 members 
Mstep: Class 2 contains 14089 members 
Entering Unmasked Estep 
Score: -2939998.500000 Penalty: 4987.432617
	Iteration 59Q: 3 clusters Score -2939998 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9144 members 
Mstep: Class 2 contains 14135 members 
Entering Unmasked Estep 
Score: -2940013.750000 Penalty: 4987.432617
	Iteration 60F: 3 clusters Score -2940014 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 14180 members 
Entering Unmasked Estep 
Score: -2940026.000000 Penalty: 4987.432617
	Iteration 61Q: 3 clusters Score -2940026 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9046 members 
Mstep: Class 2 contains 14233 members 
Entering Unmasked Estep 
Score: -2940036.500000 Penalty: 4987.432617
	Iteration 62Q: 3 clusters Score -2940036 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8985 members 
Mstep: Class 2 contains 14294 members 
Entering Unmasked Estep 
Score: -2940051.500000 Penalty: 4987.432617
	Iteration 63Q: 3 clusters Score -2940052 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 14366 members 
Entering Unmasked Estep 
Score: -2940067.500000 Penalty: 4987.432617
	Iteration 64Q: 3 clusters Score -2940068 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 14431 members 
Entering Unmasked Estep 
Score: -2940079.500000 Penalty: 4987.432617
	Iteration 65Q: 3 clusters Score -2940080 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 14490 members 
Entering Unmasked Estep 
Score: -2940087.250000 Penalty: 4987.432617
	Iteration 66Q: 3 clusters Score -2940087 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 14544 members 
Entering Unmasked Estep 
Score: -2940094.500000 Penalty: 4987.432617
	Iteration 67Q: 3 clusters Score -2940094 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 14607 members 
Entering Unmasked Estep 
Score: -2940114.250000 Penalty: 4987.432617
	Iteration 68Q: 3 clusters Score -2940114 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 14658 members 
Entering Unmasked Estep 
Score: -2940129.250000 Penalty: 4987.432617
	Iteration 69Q: 3 clusters Score -2940129 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 14698 members 
Entering Unmasked Estep 
Score: -2940130.250000 Penalty: 4987.432617
	Iteration 70Q: 3 clusters Score -2940130 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 14744 members 
Entering Unmasked Estep 
Score: -2940136.750000 Penalty: 4987.432617
	Iteration 71Q: 3 clusters Score -2940137 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 14792 members 
Entering Unmasked Estep 
Score: -2940143.750000 Penalty: 4987.432617
	Iteration 72Q: 3 clusters Score -2940144 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 14845 members 
Entering Unmasked Estep 
Score: -2940157.000000 Penalty: 4987.432617
	Iteration 73Q: 3 clusters Score -2940157 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 14905 members 
Entering Unmasked Estep 
Score: -2940167.000000 Penalty: 4987.432617
	Iteration 74Q: 3 clusters Score -2940167 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 14953 members 
Entering Unmasked Estep 
Score: -2940181.000000 Penalty: 4987.432617
	Iteration 75Q: 3 clusters Score -2940181 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 15001 members 
Entering Unmasked Estep 
Score: -2940182.250000 Penalty: 4987.432617
	Iteration 76Q: 3 clusters Score -2940182 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 15030 members 
Entering Unmasked Estep 
Score: -2940179.500000 Penalty: 4987.432617
	Iteration 77Q: 3 clusters Score -2940180 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 15058 members 
Entering Unmasked Estep 
Score: -2940181.250000 Penalty: 4987.432617
	Iteration 78Q: 3 clusters Score -2940181 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 15085 members 
Entering Unmasked Estep 
Score: -2940183.500000 Penalty: 4987.432617
	Iteration 79Q: 3 clusters Score -2940184 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 15106 members 
Entering Unmasked Estep 
Score: -2940185.750000 Penalty: 4987.432617
	Iteration 80F: 3 clusters Score -2940186 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 15129 members 
Entering Unmasked Estep 
Score: -2940178.500000 Penalty: 4987.432617
	Iteration 81Q: 3 clusters Score -2940178 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 15152 members 
Entering Unmasked Estep 
Score: -2940187.000000 Penalty: 4987.432617
	Iteration 82Q: 3 clusters Score -2940187 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 15177 members 
Entering Unmasked Estep 
Score: -2940190.000000 Penalty: 4987.432617
	Iteration 83Q: 3 clusters Score -2940190 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 15207 members 
Entering Unmasked Estep 
Score: -2940198.500000 Penalty: 4987.432617
	Iteration 84Q: 3 clusters Score -2940198 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 15234 members 
Entering Unmasked Estep 
Score: -2940205.000000 Penalty: 4987.432617
	Iteration 85Q: 3 clusters Score -2940205 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 15256 members 
Entering Unmasked Estep 
Score: -2940200.000000 Penalty: 4987.432617
	Iteration 86Q: 3 clusters Score -2940200 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 15271 members 
Entering Unmasked Estep 
Score: -2940205.000000 Penalty: 4987.432617
	Iteration 87Q: 3 clusters Score -2940205 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 15287 members 
Entering Unmasked Estep 
Score: -2940209.000000 Penalty: 4987.432617
	Iteration 88Q: 3 clusters Score -2940209 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 15298 members 
Entering Unmasked Estep 
Score: -2940204.250000 Penalty: 4987.432617
	Iteration 89Q: 3 clusters Score -2940204 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 15306 members 
Entering Unmasked Estep 
Score: -2940210.000000 Penalty: 4987.432617
	Iteration 90Q: 3 clusters Score -2940210 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 15314 members 
Entering Unmasked Estep 
Score: -2940208.250000 Penalty: 4987.432617
	Iteration 91Q: 3 clusters Score -2940208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 15317 members 
Entering Unmasked Estep 
Score: -2940212.000000 Penalty: 4987.432617
	Iteration 92Q: 3 clusters Score -2940212 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 15323 members 
Entering Unmasked Estep 
Score: -2940210.500000 Penalty: 4987.432617
	Iteration 93Q: 3 clusters Score -2940210 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 15326 members 
Entering Unmasked Estep 
Score: -2940211.250000 Penalty: 4987.432617
	Iteration 94Q: 3 clusters Score -2940211 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 15329 members 
Entering Unmasked Estep 
Score: -2940212.000000 Penalty: 4987.432617
	Iteration 95Q: 3 clusters Score -2940212 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 15334 members 
Entering Unmasked Estep 
Score: -2940211.750000 Penalty: 4987.432617
	Iteration 96Q: 3 clusters Score -2940212 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 15338 members 
Entering Unmasked Estep 
Score: -2940215.750000 Penalty: 4987.432617
	Iteration 97Q: 3 clusters Score -2940216 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 15342 members 
Entering Unmasked Estep 
Score: -2940214.250000 Penalty: 4987.432617
	Iteration 98Q: 3 clusters Score -2940214 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 15348 members 
Entering Unmasked Estep 
Score: -2940212.500000 Penalty: 4987.432617
	Iteration 99Q: 3 clusters Score -2940212 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 15352 members 
Entering Unmasked Estep 
Score: -2940209.750000 Penalty: 4987.432617
	Iteration 100F: 3 clusters Score -2940210 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 15353 members 
Entering Unmasked Estep 
Score: -2940210.000000 Penalty: 4987.432617
	Iteration 101Q: 3 clusters Score -2940210 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 15355 members 
Entering Unmasked Estep 
Score: -2940209.250000 Penalty: 4987.432617
	Iteration 102Q: 3 clusters Score -2940209 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 15357 members 
Entering Unmasked Estep 
Score: -2940212.000000 Penalty: 4987.432617
	Iteration 103Q: 3 clusters Score -2940212 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 15359 members 
Entering Unmasked Estep 
Score: -2940211.750000 Penalty: 4987.432617
	Iteration 104Q: 3 clusters Score -2940212 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 15364 members 
Entering Unmasked Estep 
Score: -2940211.750000 Penalty: 4987.432617
	Iteration 105Q: 3 clusters Score -2940212 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 15368 members 
Entering Unmasked Estep 
Score: -2940211.000000 Penalty: 4987.432617
	Iteration 106Q: 3 clusters Score -2940211 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 15371 members 
Entering Unmasked Estep 
Score: -2940213.500000 Penalty: 4987.432617
	Iteration 107Q: 3 clusters Score -2940214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 15373 members 
Entering Unmasked Estep 
Score: -2940213.000000 Penalty: 4987.432617
	Iteration 108Q: 3 clusters Score -2940213 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 15374 members 
Entering Unmasked Estep 
Score: -2940214.000000 Penalty: 4987.432617
	Iteration 109Q: 3 clusters Score -2940214 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 15375 members 
Entering Unmasked Estep 
Score: -2940213.250000 Penalty: 4987.432617
	Iteration 110Q: 3 clusters Score -2940213 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 15377 members 
Entering Unmasked Estep 
Score: -2940216.000000 Penalty: 4987.432617
	Iteration 111Q: 3 clusters Score -2940216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 15379 members 
Entering Unmasked Estep 
Score: -2940217.250000 Penalty: 4987.432617
	Iteration 112Q: 3 clusters Score -2940217 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 15381 members 
Entering Unmasked Estep 
Score: -2940214.750000 Penalty: 4987.432617
	Iteration 113Q: 3 clusters Score -2940215 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 15382 members 
Entering Unmasked Estep 
Score: -2940216.000000 Penalty: 4987.432617
	Iteration 114Q: 3 clusters Score -2940216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 15384 members 
Entering Unmasked Estep 
Score: -2940213.750000 Penalty: 4987.432617
	Iteration 115Q: 3 clusters Score -2940214 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 15385 members 
Entering Unmasked Estep 
Score: -2940212.000000 Penalty: 4987.432617
	Iteration 116Q: 3 clusters Score -2940212 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 15386 members 
Entering Unmasked Estep 
Score: -2940213.750000 Penalty: 4987.432617
	Iteration 117Q: 3 clusters Score -2940214 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 15390 members 
Entering Unmasked Estep 
Score: -2940208.000000 Penalty: 4987.432617
	Iteration 118Q: 3 clusters Score -2940208 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 15396 members 
Entering Unmasked Estep 
Score: -2940216.000000 Penalty: 4987.432617
	Iteration 119Q: 3 clusters Score -2940216 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 15406 members 
Entering Unmasked Estep 
Score: -2940215.000000 Penalty: 4987.432617
	Iteration 120F: 3 clusters Score -2940215 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 15417 members 
Entering Unmasked Estep 
Score: -2940219.000000 Penalty: 4987.432617
	Iteration 121Q: 3 clusters Score -2940219 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 15427 members 
Entering Unmasked Estep 
Score: -2940219.000000 Penalty: 4987.432617
	Iteration 122Q: 3 clusters Score -2940219 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 15440 members 
Entering Unmasked Estep 
Score: -2940215.250000 Penalty: 4987.432617
	Iteration 123Q: 3 clusters Score -2940215 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 15449 members 
Entering Unmasked Estep 
Score: -2940224.000000 Penalty: 4987.432617
	Iteration 124Q: 3 clusters Score -2940224 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 15460 members 
Entering Unmasked Estep 
Score: -2940222.500000 Penalty: 4987.432617
	Iteration 125Q: 3 clusters Score -2940222 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 15467 members 
Entering Unmasked Estep 
Score: -2940223.000000 Penalty: 4987.432617
	Iteration 126Q: 3 clusters Score -2940223 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 15472 members 
Entering Unmasked Estep 
Score: -2940225.250000 Penalty: 4987.432617
	Iteration 127Q: 3 clusters Score -2940225 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 15478 members 
Entering Unmasked Estep 
Score: -2940225.500000 Penalty: 4987.432617
	Iteration 128Q: 3 clusters Score -2940226 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 15486 members 
Entering Unmasked Estep 
Score: -2940223.750000 Penalty: 4987.432617
	Iteration 129Q: 3 clusters Score -2940224 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 15494 members 
Entering Unmasked Estep 
Score: -2940226.750000 Penalty: 4987.432617
	Iteration 130Q: 3 clusters Score -2940227 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 15506 members 
Entering Unmasked Estep 
Score: -2940229.750000 Penalty: 4987.432617
	Iteration 131Q: 3 clusters Score -2940230 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 15524 members 
Entering Unmasked Estep 
Score: -2940227.250000 Penalty: 4987.432617
	Iteration 132Q: 3 clusters Score -2940227 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 15538 members 
Entering Unmasked Estep 
Score: -2940232.750000 Penalty: 4987.432617
	Iteration 133Q: 3 clusters Score -2940233 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 15561 members 
Entering Unmasked Estep 
Score: -2940232.500000 Penalty: 4987.432617
	Iteration 134Q: 3 clusters Score -2940232 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 15579 members 
Entering Unmasked Estep 
Score: -2940227.750000 Penalty: 4987.432617
	Iteration 135Q: 3 clusters Score -2940228 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 15590 members 
Entering Unmasked Estep 
Score: -2940223.500000 Penalty: 4987.432617
	Iteration 136Q: 3 clusters Score -2940224 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 15597 members 
Entering Unmasked Estep 
Score: -2940221.500000 Penalty: 4987.432617
	Iteration 137Q: 3 clusters Score -2940222 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 15609 members 
Entering Unmasked Estep 
Score: -2940221.250000 Penalty: 4987.432617
	Iteration 138Q: 3 clusters Score -2940221 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 15621 members 
Entering Unmasked Estep 
Score: -2940220.000000 Penalty: 4987.432617
	Iteration 139Q: 3 clusters Score -2940220 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 15635 members 
Entering Unmasked Estep 
Score: -2940221.500000 Penalty: 4987.432617
	Iteration 140F: 3 clusters Score -2940222 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 15642 members 
Entering Unmasked Estep 
Score: -2940221.000000 Penalty: 4987.432617
	Iteration 141Q: 3 clusters Score -2940221 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 15646 members 
Entering Unmasked Estep 
Score: -2940218.000000 Penalty: 4987.432617
	Iteration 142Q: 3 clusters Score -2940218 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 15649 members 
Entering Unmasked Estep 
Score: -2940215.500000 Penalty: 4987.432617
	Iteration 143Q: 3 clusters Score -2940216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 15651 members 
Entering Unmasked Estep 
Score: -2940212.500000 Penalty: 4987.432617
	Iteration 144Q: 3 clusters Score -2940212 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 15652 members 
Entering Unmasked Estep 
Score: -2940215.500000 Penalty: 4987.432617
	Iteration 145Q: 3 clusters Score -2940216 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 15653 members 
Entering Unmasked Estep 
Score: -2940215.250000 Penalty: 4987.432617
	Iteration 146Q: 3 clusters Score -2940215 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 15653 members 
Entering Unmasked Estep 
Score: -2940215.250000 Penalty: 4987.432617
	Iteration 147F: 3 clusters Score -2940215 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Entering Unmasked Estep 
Score: -497554.937500 Penalty: 2058.839111
	Iteration 0F: 2 clusters Score -497554.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -493648.000000 Penalty: 4117.678223
	Iteration 0F: 3 clusters Score -493648 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -494609.093750 Penalty: 4117.678223
	Iteration 1F: 3 clusters Score -494609.1 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -494858.500000 Penalty: 4117.678223
	Iteration 2F: 3 clusters Score -494858.5 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -495034.437500 Penalty: 4117.678223
	Iteration 3F: 3 clusters Score -495034.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -495182.593750 Penalty: 4117.678223
	Iteration 4Q: 3 clusters Score -495182.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -495326.968750 Penalty: 4117.678223
	Iteration 5Q: 3 clusters Score -495327 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -495435.781250 Penalty: 4117.678223
	Iteration 6Q: 3 clusters Score -495435.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -495525.437500 Penalty: 4117.678223
	Iteration 7Q: 3 clusters Score -495525.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -495594.062500 Penalty: 4117.678223
	Iteration 8Q: 3 clusters Score -495594.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -495657.625000 Penalty: 4117.678223
	Iteration 9Q: 3 clusters Score -495657.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -495708.312500 Penalty: 4117.678223
	Iteration 10Q: 3 clusters Score -495708.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -495749.875000 Penalty: 4117.678223
	Iteration 11Q: 3 clusters Score -495749.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -495798.843750 Penalty: 4117.678223
	Iteration 12Q: 3 clusters Score -495798.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -495839.718750 Penalty: 4117.678223
	Iteration 13Q: 3 clusters Score -495839.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -495884.156250 Penalty: 4117.678223
	Iteration 14Q: 3 clusters Score -495884.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -495924.906250 Penalty: 4117.678223
	Iteration 15Q: 3 clusters Score -495924.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -495965.687500 Penalty: 4117.678223
	Iteration 16Q: 3 clusters Score -495965.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -495999.718750 Penalty: 4117.678223
	Iteration 17Q: 3 clusters Score -495999.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -496046.375000 Penalty: 4117.678223
	Iteration 18Q: 3 clusters Score -496046.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -496105.656250 Penalty: 4117.678223
	Iteration 19Q: 3 clusters Score -496105.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -496170.781250 Penalty: 4117.678223
	Iteration 20F: 3 clusters Score -496170.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -496247.875000 Penalty: 4117.678223
	Iteration 21Q: 3 clusters Score -496247.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -496365.750000 Penalty: 4117.678223
	Iteration 22Q: 3 clusters Score -496365.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -496571.843750 Penalty: 4117.678223
	Iteration 23Q: 3 clusters Score -496571.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -496744.218750 Penalty: 4117.678223
	Iteration 24Q: 3 clusters Score -496744.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -496809.343750 Penalty: 4117.678223
	Iteration 25Q: 3 clusters Score -496809.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -496846.062500 Penalty: 4117.678223
	Iteration 26Q: 3 clusters Score -496846.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -496870.125000 Penalty: 4117.678223
	Iteration 27Q: 3 clusters Score -496870.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -496886.531250 Penalty: 4117.678223
	Iteration 28Q: 3 clusters Score -496886.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -496903.468750 Penalty: 4117.678223
	Iteration 29Q: 3 clusters Score -496903.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -496923.875000 Penalty: 4117.678223
	Iteration 30Q: 3 clusters Score -496923.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -496944.968750 Penalty: 4117.678223
	Iteration 31Q: 3 clusters Score -496945 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -496957.062500 Penalty: 4117.678223
	Iteration 32Q: 3 clusters Score -496957.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -496963.250000 Penalty: 4117.678223
	Iteration 33Q: 3 clusters Score -496963.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -496969.593750 Penalty: 4117.678223
	Iteration 34Q: 3 clusters Score -496969.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -496977.406250 Penalty: 4117.678223
	Iteration 35Q: 3 clusters Score -496977.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -496986.812500 Penalty: 4117.678223
	Iteration 36Q: 3 clusters Score -496986.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -496998.781250 Penalty: 4117.678223
	Iteration 37Q: 3 clusters Score -496998.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -497006.187500 Penalty: 4117.678223
	Iteration 38Q: 3 clusters Score -497006.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -497012.093750 Penalty: 4117.678223
	Iteration 39Q: 3 clusters Score -497012.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -497015.375000 Penalty: 4117.678223
	Iteration 40F: 3 clusters Score -497015.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -497019.687500 Penalty: 4117.678223
	Iteration 41Q: 3 clusters Score -497019.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -497021.687500 Penalty: 4117.678223
	Iteration 42Q: 3 clusters Score -497021.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -497023.093750 Penalty: 4117.678223
	Iteration 43Q: 3 clusters Score -497023.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -497023.468750 Penalty: 4117.678223
	Iteration 44Q: 3 clusters Score -497023.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -497023.468750 Penalty: 4117.678223
	Iteration 45F: 3 clusters Score -497023.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (6792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Entering Unmasked Estep 
Score: -847910.187500 Penalty: 2188.228271
	Iteration 0F: 2 clusters Score -847910.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -842200.937500 Penalty: 4376.456543
	Iteration 0F: 3 clusters Score -842200.9 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -843652.375000 Penalty: 4376.456543
	Iteration 1F: 3 clusters Score -843652.4 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -843898.937500 Penalty: 4376.456543
	Iteration 2F: 3 clusters Score -843898.9 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -844085.500000 Penalty: 4376.456543
	Iteration 3F: 3 clusters Score -844085.5 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -844238.000000 Penalty: 4376.456543
	Iteration 4Q: 3 clusters Score -844238 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -844373.750000 Penalty: 4376.456543
	Iteration 5Q: 3 clusters Score -844373.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -844492.312500 Penalty: 4376.456543
	Iteration 6Q: 3 clusters Score -844492.3 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -844605.812500 Penalty: 4376.456543
	Iteration 7Q: 3 clusters Score -844605.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -844696.187500 Penalty: 4376.456543
	Iteration 8Q: 3 clusters Score -844696.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -844769.125000 Penalty: 4376.456543
	Iteration 9Q: 3 clusters Score -844769.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -844824.437500 Penalty: 4376.456543
	Iteration 10Q: 3 clusters Score -844824.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -844876.500000 Penalty: 4376.456543
	Iteration 11Q: 3 clusters Score -844876.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -844913.937500 Penalty: 4376.456543
	Iteration 12Q: 3 clusters Score -844913.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -844947.125000 Penalty: 4376.456543
	Iteration 13Q: 3 clusters Score -844947.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -844974.437500 Penalty: 4376.456543
	Iteration 14Q: 3 clusters Score -844974.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -844997.687500 Penalty: 4376.456543
	Iteration 15Q: 3 clusters Score -844997.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -845024.500000 Penalty: 4376.456543
	Iteration 16Q: 3 clusters Score -845024.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -845041.000000 Penalty: 4376.456543
	Iteration 17Q: 3 clusters Score -845041 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -845067.437500 Penalty: 4376.456543
	Iteration 18Q: 3 clusters Score -845067.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -845087.812500 Penalty: 4376.456543
	Iteration 19Q: 3 clusters Score -845087.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -845106.062500 Penalty: 4376.456543
	Iteration 20F: 3 clusters Score -845106.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -845119.250000 Penalty: 4376.456543
	Iteration 21Q: 3 clusters Score -845119.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -845129.312500 Penalty: 4376.456543
	Iteration 22Q: 3 clusters Score -845129.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -845139.375000 Penalty: 4376.456543
	Iteration 23Q: 3 clusters Score -845139.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -845152.875000 Penalty: 4376.456543
	Iteration 24Q: 3 clusters Score -845152.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -845168.312500 Penalty: 4376.456543
	Iteration 25Q: 3 clusters Score -845168.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -845193.062500 Penalty: 4376.456543
	Iteration 26Q: 3 clusters Score -845193.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -845218.750000 Penalty: 4376.456543
	Iteration 27Q: 3 clusters Score -845218.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -845252.750000 Penalty: 4376.456543
	Iteration 28Q: 3 clusters Score -845252.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -845288.500000 Penalty: 4376.456543
	Iteration 29Q: 3 clusters Score -845288.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -845337.000000 Penalty: 4376.456543
	Iteration 30Q: 3 clusters Score -845337 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -845402.750000 Penalty: 4376.456543
	Iteration 31Q: 3 clusters Score -845402.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -845487.437500 Penalty: 4376.456543
	Iteration 32Q: 3 clusters Score -845487.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -845576.312500 Penalty: 4376.456543
	Iteration 33Q: 3 clusters Score -845576.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -845676.250000 Penalty: 4376.456543
	Iteration 34Q: 3 clusters Score -845676.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -845766.312500 Penalty: 4376.456543
	Iteration 35Q: 3 clusters Score -845766.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -845835.750000 Penalty: 4376.456543
	Iteration 36Q: 3 clusters Score -845835.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -845897.250000 Penalty: 4376.456543
	Iteration 37Q: 3 clusters Score -845897.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -845967.125000 Penalty: 4376.456543
	Iteration 38Q: 3 clusters Score -845967.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -846046.750000 Penalty: 4376.456543
	Iteration 39Q: 3 clusters Score -846046.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -846141.250000 Penalty: 4376.456543
	Iteration 40F: 3 clusters Score -846141.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -846245.937500 Penalty: 4376.456543
	Iteration 41Q: 3 clusters Score -846245.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -846334.500000 Penalty: 4376.456543
	Iteration 42Q: 3 clusters Score -846334.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -846425.875000 Penalty: 4376.456543
	Iteration 43Q: 3 clusters Score -846425.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -846502.687500 Penalty: 4376.456543
	Iteration 44Q: 3 clusters Score -846502.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -846561.625000 Penalty: 4376.456543
	Iteration 45Q: 3 clusters Score -846561.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -846595.875000 Penalty: 4376.456543
	Iteration 46Q: 3 clusters Score -846595.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -846628.375000 Penalty: 4376.456543
	Iteration 47Q: 3 clusters Score -846628.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -846658.625000 Penalty: 4376.456543
	Iteration 48Q: 3 clusters Score -846658.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -846678.375000 Penalty: 4376.456543
	Iteration 49Q: 3 clusters Score -846678.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -846695.125000 Penalty: 4376.456543
	Iteration 50Q: 3 clusters Score -846695.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -846709.000000 Penalty: 4376.456543
	Iteration 51Q: 3 clusters Score -846709 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -846721.687500 Penalty: 4376.456543
	Iteration 52Q: 3 clusters Score -846721.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -846733.250000 Penalty: 4376.456543
	Iteration 53Q: 3 clusters Score -846733.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -846743.312500 Penalty: 4376.456543
	Iteration 54Q: 3 clusters Score -846743.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -846755.312500 Penalty: 4376.456543
	Iteration 55Q: 3 clusters Score -846755.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -846771.875000 Penalty: 4376.456543
	Iteration 56Q: 3 clusters Score -846771.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -846798.437500 Penalty: 4376.456543
	Iteration 57Q: 3 clusters Score -846798.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -846829.125000 Penalty: 4376.456543
	Iteration 58Q: 3 clusters Score -846829.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -846879.312500 Penalty: 4376.456543
	Iteration 59Q: 3 clusters Score -846879.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -846923.750000 Penalty: 4376.456543
	Iteration 60F: 3 clusters Score -846923.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -846969.562500 Penalty: 4376.456543
	Iteration 61Q: 3 clusters Score -846969.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -847004.312500 Penalty: 4376.456543
	Iteration 62Q: 3 clusters Score -847004.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -847021.687500 Penalty: 4376.456543
	Iteration 63Q: 3 clusters Score -847021.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -847032.937500 Penalty: 4376.456543
	Iteration 64Q: 3 clusters Score -847032.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -847039.125000 Penalty: 4376.456543
	Iteration 65Q: 3 clusters Score -847039.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -847045.625000 Penalty: 4376.456543
	Iteration 66Q: 3 clusters Score -847045.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -847049.312500 Penalty: 4376.456543
	Iteration 67Q: 3 clusters Score -847049.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -847051.750000 Penalty: 4376.456543
	Iteration 68Q: 3 clusters Score -847051.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -847053.000000 Penalty: 4376.456543
	Iteration 69Q: 3 clusters Score -847053 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -847056.562500 Penalty: 4376.456543
	Iteration 70Q: 3 clusters Score -847056.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -847058.437500 Penalty: 4376.456543
	Iteration 71Q: 3 clusters Score -847058.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -847060.250000 Penalty: 4376.456543
	Iteration 72Q: 3 clusters Score -847060.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -847060.562500 Penalty: 4376.456543
	Iteration 73Q: 3 clusters Score -847060.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -847060.562500 Penalty: 4376.456543
	Iteration 74Q: 3 clusters Score -847060.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -847060.500000 Penalty: 4376.456543
	Iteration 75Q: 3 clusters Score -847060.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -847060.500000 Penalty: 4376.456543
	Iteration 76F: 3 clusters Score -847060.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (179072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179072 members 
Entering Unmasked Estep 
Score: -22999690.000000 Penalty: 2999.694580
	Iteration 0F: 2 clusters Score -2.299969e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89415 members 
Mstep: Class 2 contains 89657 members 
Entering Unmasked Estep 
Score: -22880336.000000 Penalty: 5999.389160
	Iteration 0F: 3 clusters Score -2.288034e+07 nChanged 85578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88191 members 
Mstep: Class 2 contains 90881 members 
Entering Unmasked Estep 
Score: -22929846.000000 Penalty: 5999.389160
	Iteration 1F: 3 clusters Score -2.292985e+07 nChanged 4735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87324 members 
Mstep: Class 2 contains 91748 members 
Entering Unmasked Estep 
Score: -22930630.000000 Penalty: 5999.389160
	Iteration 2Q: 3 clusters Score -2.293063e+07 nChanged 4838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85936 members 
Mstep: Class 2 contains 93136 members 
Entering Unmasked Estep 
Score: -22931710.000000 Penalty: 5999.389160
	Iteration 3Q: 3 clusters Score -2.293171e+07 nChanged 5222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83804 members 
Mstep: Class 2 contains 95268 members 
Entering Unmasked Estep 
Score: -22933196.000000 Penalty: 5999.389160
	Iteration 4Q: 3 clusters Score -2.29332e+07 nChanged 6035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80571 members 
Mstep: Class 2 contains 98501 members 
Entering Unmasked Estep 
Score: -22935156.000000 Penalty: 5999.389160
	Iteration 5Q: 3 clusters Score -2.293516e+07 nChanged 7131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75884 members 
Mstep: Class 2 contains 103188 members 
Entering Unmasked Estep 
Score: -22938210.000000 Penalty: 5999.389160
	Iteration 6Q: 3 clusters Score -2.293821e+07 nChanged 8752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69126 members 
Mstep: Class 2 contains 109946 members 
Entering Unmasked Estep 
Score: -22942980.000000 Penalty: 5999.389160
	Iteration 7Q: 3 clusters Score -2.294298e+07 nChanged 10842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60024 members 
Mstep: Class 2 contains 119048 members 
Entering Unmasked Estep 
Score: -22950086.000000 Penalty: 5999.389160
	Iteration 8F: 3 clusters Score -2.295009e+07 nChanged 12468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48984 members 
Mstep: Class 2 contains 130088 members 
Entering Unmasked Estep 
Score: -22959680.000000 Penalty: 5999.389160
	Iteration 9F: 3 clusters Score -2.295968e+07 nChanged 12289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37829 members 
Mstep: Class 2 contains 141243 members 
Entering Unmasked Estep 
Score: -22969858.000000 Penalty: 5999.389160
	Iteration 10F: 3 clusters Score -2.296986e+07 nChanged 10340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28439 members 
Mstep: Class 2 contains 150633 members 
Entering Unmasked Estep 
Score: -22978630.000000 Penalty: 5999.389160
	Iteration 11F: 3 clusters Score -2.297863e+07 nChanged 7499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21662 members 
Mstep: Class 2 contains 157410 members 
Entering Unmasked Estep 
Score: -22984868.000000 Penalty: 5999.389160
	Iteration 12Q: 3 clusters Score -2.298487e+07 nChanged 5225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16849 members 
Mstep: Class 2 contains 162223 members 
Entering Unmasked Estep 
Score: -22988894.000000 Penalty: 5999.389160
	Iteration 13Q: 3 clusters Score -2.298889e+07 nChanged 3714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13361 members 
Mstep: Class 2 contains 165711 members 
Entering Unmasked Estep 
Score: -22991556.000000 Penalty: 5999.389160
	Iteration 14Q: 3 clusters Score -2.299156e+07 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10734 members 
Mstep: Class 2 contains 168338 members 
Entering Unmasked Estep 
Score: -22993272.000000 Penalty: 5999.389160
	Iteration 15Q: 3 clusters Score -2.299327e+07 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 170348 members 
Entering Unmasked Estep 
Score: -22994564.000000 Penalty: 5999.389160
	Iteration 16Q: 3 clusters Score -2.299456e+07 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 171820 members 
Entering Unmasked Estep 
Score: -22995446.000000 Penalty: 5999.389160
	Iteration 17Q: 3 clusters Score -2.299545e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 172928 members 
Entering Unmasked Estep 
Score: -22995858.000000 Penalty: 5999.389160
	Iteration 18Q: 3 clusters Score -2.299586e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 173870 members 
Entering Unmasked Estep 
Score: -22996256.000000 Penalty: 5999.389160
	Iteration 19Q: 3 clusters Score -2.299626e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 174614 members 
Entering Unmasked Estep 
Score: -22996564.000000 Penalty: 5999.389160
	Iteration 20F: 3 clusters Score -2.299656e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 175150 members 
Entering Unmasked Estep 
Score: -22996808.000000 Penalty: 5999.389160
	Iteration 21Q: 3 clusters Score -2.299681e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 175610 members 
Entering Unmasked Estep 
Score: -22996924.000000 Penalty: 5999.389160
	Iteration 22Q: 3 clusters Score -2.299692e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 175969 members 
Entering Unmasked Estep 
Score: -22997064.000000 Penalty: 5999.389160
	Iteration 23Q: 3 clusters Score -2.299706e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 176266 members 
Entering Unmasked Estep 
Score: -22997142.000000 Penalty: 5999.389160
	Iteration 24Q: 3 clusters Score -2.299714e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 176509 members 
Entering Unmasked Estep 
Score: -22997244.000000 Penalty: 5999.389160
	Iteration 25Q: 3 clusters Score -2.299724e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 176689 members 
Entering Unmasked Estep 
Score: -22997236.000000 Penalty: 5999.389160
	Iteration 26Q: 3 clusters Score -2.299724e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 176827 members 
Entering Unmasked Estep 
Score: -22997290.000000 Penalty: 5999.389160
	Iteration 27Q: 3 clusters Score -2.299729e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 176936 members 
Entering Unmasked Estep 
Score: -22997308.000000 Penalty: 5999.389160
	Iteration 28Q: 3 clusters Score -2.299731e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 177030 members 
Entering Unmasked Estep 
Score: -22997348.000000 Penalty: 5999.389160
	Iteration 29Q: 3 clusters Score -2.299735e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 177124 members 
Entering Unmasked Estep 
Score: -22997374.000000 Penalty: 5999.389160
	Iteration 30Q: 3 clusters Score -2.299737e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 177204 members 
Entering Unmasked Estep 
Score: -22997380.000000 Penalty: 5999.389160
	Iteration 31Q: 3 clusters Score -2.299738e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 177272 members 
Entering Unmasked Estep 
Score: -22997356.000000 Penalty: 5999.389160
	Iteration 32Q: 3 clusters Score -2.299736e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 177319 members 
Entering Unmasked Estep 
Score: -22997362.000000 Penalty: 5999.389160
	Iteration 33Q: 3 clusters Score -2.299736e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 177363 members 
Entering Unmasked Estep 
Score: -22997394.000000 Penalty: 5999.389160
	Iteration 34Q: 3 clusters Score -2.299739e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 177401 members 
Entering Unmasked Estep 
Score: -22997376.000000 Penalty: 5999.389160
	Iteration 35Q: 3 clusters Score -2.299738e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 177434 members 
Entering Unmasked Estep 
Score: -22997418.000000 Penalty: 5999.389160
	Iteration 36Q: 3 clusters Score -2.299742e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 177458 members 
Entering Unmasked Estep 
Score: -22997412.000000 Penalty: 5999.389160
	Iteration 37Q: 3 clusters Score -2.299741e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 177484 members 
Entering Unmasked Estep 
Score: -22997442.000000 Penalty: 5999.389160
	Iteration 38Q: 3 clusters Score -2.299744e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 177509 members 
Entering Unmasked Estep 
Score: -22997464.000000 Penalty: 5999.389160
	Iteration 39Q: 3 clusters Score -2.299746e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 177529 members 
Entering Unmasked Estep 
Score: -22997476.000000 Penalty: 5999.389160
	Iteration 40F: 3 clusters Score -2.299748e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 177546 members 
Entering Unmasked Estep 
Score: -22997476.000000 Penalty: 5999.389160
	Iteration 41Q: 3 clusters Score -2.299748e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 177563 members 
Entering Unmasked Estep 
Score: -22997464.000000 Penalty: 5999.389160
	Iteration 42Q: 3 clusters Score -2.299746e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 177582 members 
Entering Unmasked Estep 
Score: -22997470.000000 Penalty: 5999.389160
	Iteration 43Q: 3 clusters Score -2.299747e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 177597 members 
Entering Unmasked Estep 
Score: -22997498.000000 Penalty: 5999.389160
	Iteration 44Q: 3 clusters Score -2.29975e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 177610 members 
Entering Unmasked Estep 
Score: -22997496.000000 Penalty: 5999.389160
	Iteration 45Q: 3 clusters Score -2.29975e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 177623 members 
Entering Unmasked Estep 
Score: -22997520.000000 Penalty: 5999.389160
	Iteration 46Q: 3 clusters Score -2.299752e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 177636 members 
Entering Unmasked Estep 
Score: -22997494.000000 Penalty: 5999.389160
	Iteration 47Q: 3 clusters Score -2.299749e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 177648 members 
Entering Unmasked Estep 
Score: -22997498.000000 Penalty: 5999.389160
	Iteration 48Q: 3 clusters Score -2.29975e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 177656 members 
Entering Unmasked Estep 
Score: -22997520.000000 Penalty: 5999.389160
	Iteration 49Q: 3 clusters Score -2.299752e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 177663 members 
Entering Unmasked Estep 
Score: -22997540.000000 Penalty: 5999.389160
	Iteration 50Q: 3 clusters Score -2.299754e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 177670 members 
Entering Unmasked Estep 
Score: -22997522.000000 Penalty: 5999.389160
	Iteration 51Q: 3 clusters Score -2.299752e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 177680 members 
Entering Unmasked Estep 
Score: -22997528.000000 Penalty: 5999.389160
	Iteration 52Q: 3 clusters Score -2.299753e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 177686 members 
Entering Unmasked Estep 
Score: -22997518.000000 Penalty: 5999.389160
	Iteration 53Q: 3 clusters Score -2.299752e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 177689 members 
Entering Unmasked Estep 
Score: -22997510.000000 Penalty: 5999.389160
	Iteration 54Q: 3 clusters Score -2.299751e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 177691 members 
Entering Unmasked Estep 
Score: -22997508.000000 Penalty: 5999.389160
	Iteration 55Q: 3 clusters Score -2.299751e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 177694 members 
Entering Unmasked Estep 
Score: -22997510.000000 Penalty: 5999.389160
	Iteration 56Q: 3 clusters Score -2.299751e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 177697 members 
Entering Unmasked Estep 
Score: -22997510.000000 Penalty: 5999.389160
	Iteration 57Q: 3 clusters Score -2.299751e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 177701 members 
Entering Unmasked Estep 
Score: -22997500.000000 Penalty: 5999.389160
	Iteration 58Q: 3 clusters Score -2.29975e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 177706 members 
Entering Unmasked Estep 
Score: -22997516.000000 Penalty: 5999.389160
	Iteration 59Q: 3 clusters Score -2.299752e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 177716 members 
Entering Unmasked Estep 
Score: -22997524.000000 Penalty: 5999.389160
	Iteration 60F: 3 clusters Score -2.299752e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 177722 members 
Entering Unmasked Estep 
Score: -22997552.000000 Penalty: 5999.389160
	Iteration 61Q: 3 clusters Score -2.299755e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 177726 members 
Entering Unmasked Estep 
Score: -22997540.000000 Penalty: 5999.389160
	Iteration 62Q: 3 clusters Score -2.299754e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 177731 members 
Entering Unmasked Estep 
Score: -22997544.000000 Penalty: 5999.389160
	Iteration 63Q: 3 clusters Score -2.299754e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 177738 members 
Entering Unmasked Estep 
Score: -22997540.000000 Penalty: 5999.389160
	Iteration 64Q: 3 clusters Score -2.299754e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 177743 members 
Entering Unmasked Estep 
Score: -22997538.000000 Penalty: 5999.389160
	Iteration 65Q: 3 clusters Score -2.299754e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 177747 members 
Entering Unmasked Estep 
Score: -22997520.000000 Penalty: 5999.389160
	Iteration 66Q: 3 clusters Score -2.299752e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 177753 members 
Entering Unmasked Estep 
Score: -22997526.000000 Penalty: 5999.389160
	Iteration 67Q: 3 clusters Score -2.299753e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 177753 members 
Entering Unmasked Estep 
Score: -22997528.000000 Penalty: 5999.389160
	Iteration 68Q: 3 clusters Score -2.299753e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 177754 members 
Entering Unmasked Estep 
Score: -22997520.000000 Penalty: 5999.389160
	Iteration 69Q: 3 clusters Score -2.299752e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 177755 members 
Entering Unmasked Estep 
Score: -22997526.000000 Penalty: 5999.389160
	Iteration 70Q: 3 clusters Score -2.299753e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 177757 members 
Entering Unmasked Estep 
Score: -22997516.000000 Penalty: 5999.389160
	Iteration 71Q: 3 clusters Score -2.299752e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 177758 members 
Entering Unmasked Estep 
Score: -22997520.000000 Penalty: 5999.389160
	Iteration 72Q: 3 clusters Score -2.299752e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 177760 members 
Entering Unmasked Estep 
Score: -22997530.000000 Penalty: 5999.389160
	Iteration 73Q: 3 clusters Score -2.299753e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 177760 members 
Entering Unmasked Estep 
Score: -22997530.000000 Penalty: 5999.389160
	Iteration 74F: 3 clusters Score -2.299753e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (216778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216778 members 
Entering Unmasked Estep 
Score: -27995940.000000 Penalty: 3047.083984
	Iteration 0F: 2 clusters Score -2.799594e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108327 members 
Mstep: Class 2 contains 108451 members 
Entering Unmasked Estep 
Score: -27863800.000000 Penalty: 6094.167969
	Iteration 0F: 3 clusters Score -2.78638e+07 nChanged 104550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107975 members 
Mstep: Class 2 contains 108803 members 
Entering Unmasked Estep 
Score: -27925444.000000 Penalty: 6094.167969
	Iteration 1F: 3 clusters Score -2.792544e+07 nChanged 5471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107964 members 
Mstep: Class 2 contains 108814 members 
Entering Unmasked Estep 
Score: -27926166.000000 Penalty: 6094.167969
	Iteration 2Q: 3 clusters Score -2.792617e+07 nChanged 5318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107802 members 
Mstep: Class 2 contains 108976 members 
Entering Unmasked Estep 
Score: -27926988.000000 Penalty: 6094.167969
	Iteration 3Q: 3 clusters Score -2.792699e+07 nChanged 5379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107573 members 
Mstep: Class 2 contains 109205 members 
Entering Unmasked Estep 
Score: -27927948.000000 Penalty: 6094.167969
	Iteration 4Q: 3 clusters Score -2.792795e+07 nChanged 5414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107067 members 
Mstep: Class 2 contains 109711 members 
Entering Unmasked Estep 
Score: -27929010.000000 Penalty: 6094.167969
	Iteration 5Q: 3 clusters Score -2.792901e+07 nChanged 5600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106173 members 
Mstep: Class 2 contains 110605 members 
Entering Unmasked Estep 
Score: -27930242.000000 Penalty: 6094.167969
	Iteration 6Q: 3 clusters Score -2.793024e+07 nChanged 6033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104784 members 
Mstep: Class 2 contains 111994 members 
Entering Unmasked Estep 
Score: -27931940.000000 Penalty: 6094.167969
	Iteration 7Q: 3 clusters Score -2.793194e+07 nChanged 6869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102613 members 
Mstep: Class 2 contains 114165 members 
Entering Unmasked Estep 
Score: -27934130.000000 Penalty: 6094.167969
	Iteration 8Q: 3 clusters Score -2.793413e+07 nChanged 8290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99477 members 
Mstep: Class 2 contains 117301 members 
Entering Unmasked Estep 
Score: -27937662.000000 Penalty: 6094.167969
	Iteration 9Q: 3 clusters Score -2.793766e+07 nChanged 10253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95392 members 
Mstep: Class 2 contains 121386 members 
Entering Unmasked Estep 
Score: -27943518.000000 Penalty: 6094.167969
	Iteration 10Q: 3 clusters Score -2.794352e+07 nChanged 12242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90864 members 
Mstep: Class 2 contains 125914 members 
Entering Unmasked Estep 
Score: -27952014.000000 Penalty: 6094.167969
	Iteration 11F: 3 clusters Score -2.795201e+07 nChanged 13186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86926 members 
Mstep: Class 2 contains 129852 members 
Entering Unmasked Estep 
Score: -27960900.000000 Penalty: 6094.167969
	Iteration 12F: 3 clusters Score -2.79609e+07 nChanged 11383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84307 members 
Mstep: Class 2 contains 132471 members 
Entering Unmasked Estep 
Score: -27966772.000000 Penalty: 6094.167969
	Iteration 13F: 3 clusters Score -2.796677e+07 nChanged 7503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82418 members 
Mstep: Class 2 contains 134360 members 
Entering Unmasked Estep 
Score: -27968638.000000 Penalty: 6094.167969
	Iteration 14Q: 3 clusters Score -2.796864e+07 nChanged 4217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80599 members 
Mstep: Class 2 contains 136179 members 
Entering Unmasked Estep 
Score: -27969450.000000 Penalty: 6094.167969
	Iteration 15Q: 3 clusters Score -2.796945e+07 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78674 members 
Mstep: Class 2 contains 138104 members 
Entering Unmasked Estep 
Score: -27970042.000000 Penalty: 6094.167969
	Iteration 16Q: 3 clusters Score -2.797004e+07 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76617 members 
Mstep: Class 2 contains 140161 members 
Entering Unmasked Estep 
Score: -27970672.000000 Penalty: 6094.167969
	Iteration 17Q: 3 clusters Score -2.797067e+07 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74509 members 
Mstep: Class 2 contains 142269 members 
Entering Unmasked Estep 
Score: -27971202.000000 Penalty: 6094.167969
	Iteration 18Q: 3 clusters Score -2.79712e+07 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72369 members 
Mstep: Class 2 contains 144409 members 
Entering Unmasked Estep 
Score: -27971680.000000 Penalty: 6094.167969
	Iteration 19Q: 3 clusters Score -2.797168e+07 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70091 members 
Mstep: Class 2 contains 146687 members 
Entering Unmasked Estep 
Score: -27972140.000000 Penalty: 6094.167969
	Iteration 20F: 3 clusters Score -2.797214e+07 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67702 members 
Mstep: Class 2 contains 149076 members 
Entering Unmasked Estep 
Score: -27972692.000000 Penalty: 6094.167969
	Iteration 21Q: 3 clusters Score -2.797269e+07 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65239 members 
Mstep: Class 2 contains 151539 members 
Entering Unmasked Estep 
Score: -27973240.000000 Penalty: 6094.167969
	Iteration 22Q: 3 clusters Score -2.797324e+07 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62658 members 
Mstep: Class 2 contains 154120 members 
Entering Unmasked Estep 
Score: -27973778.000000 Penalty: 6094.167969
	Iteration 23Q: 3 clusters Score -2.797378e+07 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60120 members 
Mstep: Class 2 contains 156658 members 
Entering Unmasked Estep 
Score: -27974510.000000 Penalty: 6094.167969
	Iteration 24Q: 3 clusters Score -2.797451e+07 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57555 members 
Mstep: Class 2 contains 159223 members 
Entering Unmasked Estep 
Score: -27975102.000000 Penalty: 6094.167969
	Iteration 25Q: 3 clusters Score -2.79751e+07 nChanged 2769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54826 members 
Mstep: Class 2 contains 161952 members 
Entering Unmasked Estep 
Score: -27976154.000000 Penalty: 6094.167969
	Iteration 26Q: 3 clusters Score -2.797615e+07 nChanged 2987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51881 members 
Mstep: Class 2 contains 164897 members 
Entering Unmasked Estep 
Score: -27976970.000000 Penalty: 6094.167969
	Iteration 27Q: 3 clusters Score -2.797697e+07 nChanged 3110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48807 members 
Mstep: Class 2 contains 167971 members 
Entering Unmasked Estep 
Score: -27978064.000000 Penalty: 6094.167969
	Iteration 28Q: 3 clusters Score -2.797806e+07 nChanged 3208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45613 members 
Mstep: Class 2 contains 171165 members 
Entering Unmasked Estep 
Score: -27979276.000000 Penalty: 6094.167969
	Iteration 29Q: 3 clusters Score -2.797928e+07 nChanged 3270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42347 members 
Mstep: Class 2 contains 174431 members 
Entering Unmasked Estep 
Score: -27980574.000000 Penalty: 6094.167969
	Iteration 30Q: 3 clusters Score -2.798057e+07 nChanged 3470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38879 members 
Mstep: Class 2 contains 177899 members 
Entering Unmasked Estep 
Score: -27982324.000000 Penalty: 6094.167969
	Iteration 31Q: 3 clusters Score -2.798232e+07 nChanged 3886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34993 members 
Mstep: Class 2 contains 181785 members 
Entering Unmasked Estep 
Score: -27984014.000000 Penalty: 6094.167969
	Iteration 32Q: 3 clusters Score -2.798401e+07 nChanged 4009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30984 members 
Mstep: Class 2 contains 185794 members 
Entering Unmasked Estep 
Score: -27985586.000000 Penalty: 6094.167969
	Iteration 33Q: 3 clusters Score -2.798559e+07 nChanged 4080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26904 members 
Mstep: Class 2 contains 189874 members 
Entering Unmasked Estep 
Score: -27987008.000000 Penalty: 6094.167969
	Iteration 34Q: 3 clusters Score -2.798701e+07 nChanged 4132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22772 members 
Mstep: Class 2 contains 194006 members 
Entering Unmasked Estep 
Score: -27988234.000000 Penalty: 6094.167969
	Iteration 35Q: 3 clusters Score -2.798823e+07 nChanged 4047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18725 members 
Mstep: Class 2 contains 198053 members 
Entering Unmasked Estep 
Score: -27989396.000000 Penalty: 6094.167969
	Iteration 36Q: 3 clusters Score -2.79894e+07 nChanged 3768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14957 members 
Mstep: Class 2 contains 201821 members 
Entering Unmasked Estep 
Score: -27990272.000000 Penalty: 6094.167969
	Iteration 37Q: 3 clusters Score -2.799027e+07 nChanged 3391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11566 members 
Mstep: Class 2 contains 205212 members 
Entering Unmasked Estep 
Score: -27990964.000000 Penalty: 6094.167969
	Iteration 38Q: 3 clusters Score -2.799096e+07 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 208059 members 
Entering Unmasked Estep 
Score: -27991462.000000 Penalty: 6094.167969
	Iteration 39Q: 3 clusters Score -2.799146e+07 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 210399 members 
Entering Unmasked Estep 
Score: -27992050.000000 Penalty: 6094.167969
	Iteration 40F: 3 clusters Score -2.799205e+07 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 212299 members 
Entering Unmasked Estep 
Score: -27992428.000000 Penalty: 6094.167969
	Iteration 41Q: 3 clusters Score -2.799243e+07 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 213658 members 
Entering Unmasked Estep 
Score: -27992712.000000 Penalty: 6094.167969
	Iteration 42Q: 3 clusters Score -2.799271e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 214594 members 
Entering Unmasked Estep 
Score: -27992834.000000 Penalty: 6094.167969
	Iteration 43Q: 3 clusters Score -2.799283e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 215225 members 
Entering Unmasked Estep 
Score: -27993070.000000 Penalty: 6094.167969
	Iteration 44Q: 3 clusters Score -2.799307e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 215618 members 
Entering Unmasked Estep 
Score: -27993238.000000 Penalty: 6094.167969
	Iteration 45Q: 3 clusters Score -2.799324e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 215839 members 
Entering Unmasked Estep 
Score: -27993268.000000 Penalty: 6094.167969
	Iteration 46Q: 3 clusters Score -2.799327e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 215967 members 
Entering Unmasked Estep 
Score: -27993308.000000 Penalty: 6094.167969
	Iteration 47Q: 3 clusters Score -2.799331e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 216064 members 
Entering Unmasked Estep 
Score: -27993358.000000 Penalty: 6094.167969
	Iteration 48Q: 3 clusters Score -2.799336e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 216132 members 
Entering Unmasked Estep 
Score: -27993408.000000 Penalty: 6094.167969
	Iteration 49Q: 3 clusters Score -2.799341e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 216175 members 
Entering Unmasked Estep 
Score: -27993364.000000 Penalty: 6094.167969
	Iteration 50Q: 3 clusters Score -2.799336e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 216194 members 
Entering Unmasked Estep 
Score: -27993414.000000 Penalty: 6094.167969
	Iteration 51Q: 3 clusters Score -2.799341e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 216208 members 
Entering Unmasked Estep 
Score: -27993424.000000 Penalty: 6094.167969
	Iteration 52Q: 3 clusters Score -2.799342e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 216224 members 
Entering Unmasked Estep 
Score: -27993420.000000 Penalty: 6094.167969
	Iteration 53Q: 3 clusters Score -2.799342e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 216247 members 
Entering Unmasked Estep 
Score: -27993436.000000 Penalty: 6094.167969
	Iteration 54Q: 3 clusters Score -2.799344e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 216257 members 
Entering Unmasked Estep 
Score: -27993464.000000 Penalty: 6094.167969
	Iteration 55Q: 3 clusters Score -2.799346e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 216266 members 
Entering Unmasked Estep 
Score: -27993456.000000 Penalty: 6094.167969
	Iteration 56Q: 3 clusters Score -2.799346e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 216277 members 
Entering Unmasked Estep 
Score: -27993452.000000 Penalty: 6094.167969
	Iteration 57Q: 3 clusters Score -2.799345e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 216282 members 
Entering Unmasked Estep 
Score: -27993456.000000 Penalty: 6094.167969
	Iteration 58Q: 3 clusters Score -2.799346e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 216288 members 
Entering Unmasked Estep 
Score: -27993468.000000 Penalty: 6094.167969
	Iteration 59Q: 3 clusters Score -2.799347e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 216295 members 
Entering Unmasked Estep 
Score: -27993464.000000 Penalty: 6094.167969
	Iteration 60F: 3 clusters Score -2.799346e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 216298 members 
Entering Unmasked Estep 
Score: -27993472.000000 Penalty: 6094.167969
	Iteration 61Q: 3 clusters Score -2.799347e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 216302 members 
Entering Unmasked Estep 
Score: -27993486.000000 Penalty: 6094.167969
	Iteration 62Q: 3 clusters Score -2.799349e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 216303 members 
Entering Unmasked Estep 
Score: -27993496.000000 Penalty: 6094.167969
	Iteration 63Q: 3 clusters Score -2.79935e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 216304 members 
Entering Unmasked Estep 
Score: -27993498.000000 Penalty: 6094.167969
	Iteration 64Q: 3 clusters Score -2.79935e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 216306 members 
Entering Unmasked Estep 
Score: -27993484.000000 Penalty: 6094.167969
	Iteration 65Q: 3 clusters Score -2.799348e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 216306 members 
Entering Unmasked Estep 
Score: -27993484.000000 Penalty: 6094.167969
	Iteration 66Q: 3 clusters Score -2.799348e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 216307 members 
Entering Unmasked Estep 
Score: -27993496.000000 Penalty: 6094.167969
	Iteration 67Q: 3 clusters Score -2.79935e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 216308 members 
Entering Unmasked Estep 
Score: -27993486.000000 Penalty: 6094.167969
	Iteration 68Q: 3 clusters Score -2.799349e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 216308 members 
Entering Unmasked Estep 
Score: -27993486.000000 Penalty: 6094.167969
	Iteration 69F: 3 clusters Score -2.799349e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (11678 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11678 members 
Entering Unmasked Estep 
Score: -1458782.500000 Penalty: 2322.634766
	Iteration 0F: 2 clusters Score -1458782 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -1450020.000000 Penalty: 4645.269531
	Iteration 0F: 3 clusters Score -1450020 nChanged 4935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -1452611.125000 Penalty: 4645.269531
	Iteration 1F: 3 clusters Score -1452611 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -1453032.875000 Penalty: 4645.269531
	Iteration 2F: 3 clusters Score -1453033 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -1453338.875000 Penalty: 4645.269531
	Iteration 3F: 3 clusters Score -1453339 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -1453591.500000 Penalty: 4645.269531
	Iteration 4Q: 3 clusters Score -1453592 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -1453864.125000 Penalty: 4645.269531
	Iteration 5Q: 3 clusters Score -1453864 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -1454140.000000 Penalty: 4645.269531
	Iteration 6Q: 3 clusters Score -1454140 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -1454430.250000 Penalty: 4645.269531
	Iteration 7Q: 3 clusters Score -1454430 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -1454743.500000 Penalty: 4645.269531
	Iteration 8Q: 3 clusters Score -1454744 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -1455098.625000 Penalty: 4645.269531
	Iteration 9Q: 3 clusters Score -1455099 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -1455494.500000 Penalty: 4645.269531
	Iteration 10Q: 3 clusters Score -1455494 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -1455868.375000 Penalty: 4645.269531
	Iteration 11Q: 3 clusters Score -1455868 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -1456205.125000 Penalty: 4645.269531
	Iteration 12Q: 3 clusters Score -1456205 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -1456445.625000 Penalty: 4645.269531
	Iteration 13Q: 3 clusters Score -1456446 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -1456587.625000 Penalty: 4645.269531
	Iteration 14Q: 3 clusters Score -1456588 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -1456682.625000 Penalty: 4645.269531
	Iteration 15Q: 3 clusters Score -1456683 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -1456748.875000 Penalty: 4645.269531
	Iteration 16Q: 3 clusters Score -1456749 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -1456795.000000 Penalty: 4645.269531
	Iteration 17Q: 3 clusters Score -1456795 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -1456823.625000 Penalty: 4645.269531
	Iteration 18Q: 3 clusters Score -1456824 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -1456853.500000 Penalty: 4645.269531
	Iteration 19Q: 3 clusters Score -1456854 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -1456897.625000 Penalty: 4645.269531
	Iteration 20F: 3 clusters Score -1456898 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -1456926.875000 Penalty: 4645.269531
	Iteration 21Q: 3 clusters Score -1456927 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -1456949.375000 Penalty: 4645.269531
	Iteration 22Q: 3 clusters Score -1456949 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9314 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -1456963.375000 Penalty: 4645.269531
	Iteration 23Q: 3 clusters Score -1456963 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -1456972.000000 Penalty: 4645.269531
	Iteration 24Q: 3 clusters Score -1456972 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -1456982.625000 Penalty: 4645.269531
	Iteration 25Q: 3 clusters Score -1456983 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -1456992.375000 Penalty: 4645.269531
	Iteration 26Q: 3 clusters Score -1456992 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9432 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -1457002.375000 Penalty: 4645.269531
	Iteration 27Q: 3 clusters Score -1457002 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -1457008.125000 Penalty: 4645.269531
	Iteration 28Q: 3 clusters Score -1457008 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -1457009.875000 Penalty: 4645.269531
	Iteration 29Q: 3 clusters Score -1457010 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9464 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -1457011.375000 Penalty: 4645.269531
	Iteration 30Q: 3 clusters Score -1457011 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -1457010.000000 Penalty: 4645.269531
	Iteration 31Q: 3 clusters Score -1457010 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -1457015.500000 Penalty: 4645.269531
	Iteration 32Q: 3 clusters Score -1457016 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9491 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -1457018.375000 Penalty: 4645.269531
	Iteration 33Q: 3 clusters Score -1457018 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -1457019.500000 Penalty: 4645.269531
	Iteration 34Q: 3 clusters Score -1457020 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -1457017.000000 Penalty: 4645.269531
	Iteration 35Q: 3 clusters Score -1457017 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -1457019.375000 Penalty: 4645.269531
	Iteration 36Q: 3 clusters Score -1457019 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -1457021.000000 Penalty: 4645.269531
	Iteration 37Q: 3 clusters Score -1457021 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -1457019.625000 Penalty: 4645.269531
	Iteration 38Q: 3 clusters Score -1457020 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -1457021.375000 Penalty: 4645.269531
	Iteration 39Q: 3 clusters Score -1457021 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -1457021.375000 Penalty: 4645.269531
	Iteration 40F: 3 clusters Score -1457021 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (29497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29497 members 
Entering Unmasked Estep 
Score: -3745108.750000 Penalty: 2552.426758
	Iteration 0F: 2 clusters Score -3745109 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14913 members 
Mstep: Class 2 contains 14584 members 
Entering Unmasked Estep 
Score: -3724860.000000 Penalty: 5104.853516
	Iteration 0F: 3 clusters Score -3724860 nChanged 13300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15667 members 
Mstep: Class 2 contains 13830 members 
Entering Unmasked Estep 
Score: -3732142.500000 Penalty: 5104.853516
	Iteration 1F: 3 clusters Score -3732142 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16239 members 
Mstep: Class 2 contains 13258 members 
Entering Unmasked Estep 
Score: -3732727.500000 Penalty: 5104.853516
	Iteration 2F: 3 clusters Score -3732728 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17019 members 
Mstep: Class 2 contains 12478 members 
Entering Unmasked Estep 
Score: -3733368.750000 Penalty: 5104.853516
	Iteration 3Q: 3 clusters Score -3733369 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18135 members 
Mstep: Class 2 contains 11362 members 
Entering Unmasked Estep 
Score: -3734241.000000 Penalty: 5104.853516
	Iteration 4F: 3 clusters Score -3734241 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19718 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -3735567.750000 Penalty: 5104.853516
	Iteration 5F: 3 clusters Score -3735568 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21683 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -3737435.500000 Penalty: 5104.853516
	Iteration 6F: 3 clusters Score -3737436 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23653 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -3739571.750000 Penalty: 5104.853516
	Iteration 7F: 3 clusters Score -3739572 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25203 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -3741480.750000 Penalty: 5104.853516
	Iteration 8F: 3 clusters Score -3741481 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26011 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -3742678.500000 Penalty: 5104.853516
	Iteration 9Q: 3 clusters Score -3742678 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26324 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -3743285.000000 Penalty: 5104.853516
	Iteration 10Q: 3 clusters Score -3743285 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26438 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -3743570.750000 Penalty: 5104.853516
	Iteration 11Q: 3 clusters Score -3743571 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26513 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -3743680.500000 Penalty: 5104.853516
	Iteration 12Q: 3 clusters Score -3743680 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26549 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -3743735.000000 Penalty: 5104.853516
	Iteration 13Q: 3 clusters Score -3743735 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26589 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -3743778.500000 Penalty: 5104.853516
	Iteration 14Q: 3 clusters Score -3743778 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26604 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -3743795.750000 Penalty: 5104.853516
	Iteration 15Q: 3 clusters Score -3743796 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26617 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -3743794.250000 Penalty: 5104.853516
	Iteration 16Q: 3 clusters Score -3743794 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26636 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -3743804.750000 Penalty: 5104.853516
	Iteration 17Q: 3 clusters Score -3743805 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26646 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -3743812.000000 Penalty: 5104.853516
	Iteration 18Q: 3 clusters Score -3743812 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26658 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -3743814.000000 Penalty: 5104.853516
	Iteration 19Q: 3 clusters Score -3743814 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26665 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -3743818.250000 Penalty: 5104.853516
	Iteration 20F: 3 clusters Score -3743818 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26669 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -3743817.500000 Penalty: 5104.853516
	Iteration 21Q: 3 clusters Score -3743818 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26669 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -3743817.750000 Penalty: 5104.853516
	Iteration 22Q: 3 clusters Score -3743818 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26674 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -3743818.000000 Penalty: 5104.853516
	Iteration 23Q: 3 clusters Score -3743818 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26676 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -3743819.000000 Penalty: 5104.853516
	Iteration 24Q: 3 clusters Score -3743819 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26674 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -3743819.250000 Penalty: 5104.853516
	Iteration 25Q: 3 clusters Score -3743819 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26673 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -3743820.250000 Penalty: 5104.853516
	Iteration 26Q: 3 clusters Score -3743820 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26671 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -3743821.250000 Penalty: 5104.853516
	Iteration 27Q: 3 clusters Score -3743821 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26675 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -3743815.500000 Penalty: 5104.853516
	Iteration 28Q: 3 clusters Score -3743816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26678 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -3743817.250000 Penalty: 5104.853516
	Iteration 29Q: 3 clusters Score -3743817 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26679 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -3743817.500000 Penalty: 5104.853516
	Iteration 30Q: 3 clusters Score -3743818 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26681 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -3743820.250000 Penalty: 5104.853516
	Iteration 31Q: 3 clusters Score -3743820 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26681 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -3743820.250000 Penalty: 5104.853516
	Iteration 32F: 3 clusters Score -3743820 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Entering Unmasked Estep 
Score: -29755.687500 Penalty: 1442.643555
	Iteration 0F: 2 clusters Score -29755.69 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 167 members 
Entering Unmasked Estep 
Score: -28616.466797 Penalty: 2885.287109
	Iteration 0F: 3 clusters Score -28616.47 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -28903.339844 Penalty: 2885.287109
	Iteration 1F: 3 clusters Score -28903.34 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -29088.189453 Penalty: 2885.287109
	Iteration 2F: 3 clusters Score -29088.19 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -29227.414062 Penalty: 2885.287109
	Iteration 3F: 3 clusters Score -29227.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -29263.078125 Penalty: 2885.287109
	Iteration 4Q: 3 clusters Score -29263.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -29274.929688 Penalty: 2885.287109
	Iteration 5Q: 3 clusters Score -29274.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -29276.433594 Penalty: 2885.287109
	Iteration 6Q: 3 clusters Score -29276.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -29281.921875 Penalty: 2885.287109
	Iteration 7Q: 3 clusters Score -29281.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -29287.783203 Penalty: 2885.287109
	Iteration 8Q: 3 clusters Score -29287.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -29292.076172 Penalty: 2885.287109
	Iteration 9Q: 3 clusters Score -29292.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -29292.076172 Penalty: 2885.287109
	Iteration 10F: 3 clusters Score -29292.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Entering Unmasked Estep 
Score: -529852.250000 Penalty: 2067.840332
	Iteration 0F: 2 clusters Score -529852.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -525879.937500 Penalty: 4135.680664
	Iteration 0F: 3 clusters Score -525879.9 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -526846.937500 Penalty: 4135.680664
	Iteration 1F: 3 clusters Score -526846.9 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -527093.062500 Penalty: 4135.680664
	Iteration 2F: 3 clusters Score -527093.1 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -527266.187500 Penalty: 4135.680664
	Iteration 3F: 3 clusters Score -527266.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -527391.687500 Penalty: 4135.680664
	Iteration 4Q: 3 clusters Score -527391.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -527498.812500 Penalty: 4135.680664
	Iteration 5Q: 3 clusters Score -527498.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -527587.187500 Penalty: 4135.680664
	Iteration 6Q: 3 clusters Score -527587.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -527691.500000 Penalty: 4135.680664
	Iteration 7Q: 3 clusters Score -527691.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -527781.125000 Penalty: 4135.680664
	Iteration 8Q: 3 clusters Score -527781.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -527850.312500 Penalty: 4135.680664
	Iteration 9Q: 3 clusters Score -527850.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -527924.250000 Penalty: 4135.680664
	Iteration 10Q: 3 clusters Score -527924.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -527998.125000 Penalty: 4135.680664
	Iteration 11Q: 3 clusters Score -527998.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -528048.250000 Penalty: 4135.680664
	Iteration 12Q: 3 clusters Score -528048.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -528070.187500 Penalty: 4135.680664
	Iteration 13Q: 3 clusters Score -528070.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -528085.437500 Penalty: 4135.680664
	Iteration 14Q: 3 clusters Score -528085.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -528099.437500 Penalty: 4135.680664
	Iteration 15Q: 3 clusters Score -528099.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -528108.062500 Penalty: 4135.680664
	Iteration 16Q: 3 clusters Score -528108.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -528113.125000 Penalty: 4135.680664
	Iteration 17Q: 3 clusters Score -528113.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -528118.562500 Penalty: 4135.680664
	Iteration 18Q: 3 clusters Score -528118.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -528125.875000 Penalty: 4135.680664
	Iteration 19Q: 3 clusters Score -528125.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -528130.375000 Penalty: 4135.680664
	Iteration 20F: 3 clusters Score -528130.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -528133.875000 Penalty: 4135.680664
	Iteration 21Q: 3 clusters Score -528133.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -528136.937500 Penalty: 4135.680664
	Iteration 22Q: 3 clusters Score -528136.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -528138.687500 Penalty: 4135.680664
	Iteration 23Q: 3 clusters Score -528138.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -528140.062500 Penalty: 4135.680664
	Iteration 24Q: 3 clusters Score -528140.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -528141.000000 Penalty: 4135.680664
	Iteration 25Q: 3 clusters Score -528141 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -528142.125000 Penalty: 4135.680664
	Iteration 26Q: 3 clusters Score -528142.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -528143.000000 Penalty: 4135.680664
	Iteration 27Q: 3 clusters Score -528143 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -528143.000000 Penalty: 4135.680664
	Iteration 28F: 3 clusters Score -528143 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (22010 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22010 members 
Entering Unmasked Estep 
Score: -2818056.250000 Penalty: 2479.814453
	Iteration 0F: 2 clusters Score -2818056 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10945 members 
Mstep: Class 2 contains 11065 members 
Entering Unmasked Estep 
Score: -2802654.500000 Penalty: 4959.628906
	Iteration 0F: 3 clusters Score -2802654 nChanged 9777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 11424 members 
Entering Unmasked Estep 
Score: -2807898.250000 Penalty: 4959.628906
	Iteration 1F: 3 clusters Score -2807898 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10305 members 
Mstep: Class 2 contains 11705 members 
Entering Unmasked Estep 
Score: -2808467.500000 Penalty: 4959.628906
	Iteration 2F: 3 clusters Score -2808468 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 12147 members 
Entering Unmasked Estep 
Score: -2809134.750000 Penalty: 4959.628906
	Iteration 3F: 3 clusters Score -2809135 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 12730 members 
Entering Unmasked Estep 
Score: -2809941.500000 Penalty: 4959.628906
	Iteration 4F: 3 clusters Score -2809942 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 13539 members 
Entering Unmasked Estep 
Score: -2810985.250000 Penalty: 4959.628906
	Iteration 5F: 3 clusters Score -2810985 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 14521 members 
Entering Unmasked Estep 
Score: -2812203.250000 Penalty: 4959.628906
	Iteration 6F: 3 clusters Score -2812203 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 15578 members 
Entering Unmasked Estep 
Score: -2813558.750000 Penalty: 4959.628906
	Iteration 7F: 3 clusters Score -2813559 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 16563 members 
Entering Unmasked Estep 
Score: -2814913.750000 Penalty: 4959.628906
	Iteration 8F: 3 clusters Score -2814914 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 17275 members 
Entering Unmasked Estep 
Score: -2815904.750000 Penalty: 4959.628906
	Iteration 9Q: 3 clusters Score -2815905 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 17776 members 
Entering Unmasked Estep 
Score: -2816511.500000 Penalty: 4959.628906
	Iteration 10Q: 3 clusters Score -2816512 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 18121 members 
Entering Unmasked Estep 
Score: -2816806.500000 Penalty: 4959.628906
	Iteration 11Q: 3 clusters Score -2816806 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 18390 members 
Entering Unmasked Estep 
Score: -2816989.250000 Penalty: 4959.628906
	Iteration 12Q: 3 clusters Score -2816989 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 18563 members 
Entering Unmasked Estep 
Score: -2817081.750000 Penalty: 4959.628906
	Iteration 13Q: 3 clusters Score -2817082 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 18698 members 
Entering Unmasked Estep 
Score: -2817121.250000 Penalty: 4959.628906
	Iteration 14Q: 3 clusters Score -2817121 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 18816 members 
Entering Unmasked Estep 
Score: -2817166.750000 Penalty: 4959.628906
	Iteration 15Q: 3 clusters Score -2817167 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 18889 members 
Entering Unmasked Estep 
Score: -2817182.500000 Penalty: 4959.628906
	Iteration 16Q: 3 clusters Score -2817182 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 18948 members 
Entering Unmasked Estep 
Score: -2817194.250000 Penalty: 4959.628906
	Iteration 17Q: 3 clusters Score -2817194 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 19000 members 
Entering Unmasked Estep 
Score: -2817204.500000 Penalty: 4959.628906
	Iteration 18Q: 3 clusters Score -2817204 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 19050 members 
Entering Unmasked Estep 
Score: -2817220.000000 Penalty: 4959.628906
	Iteration 19Q: 3 clusters Score -2817220 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 19088 members 
Entering Unmasked Estep 
Score: -2817224.250000 Penalty: 4959.628906
	Iteration 20F: 3 clusters Score -2817224 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 19120 members 
Entering Unmasked Estep 
Score: -2817234.000000 Penalty: 4959.628906
	Iteration 21Q: 3 clusters Score -2817234 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 19142 members 
Entering Unmasked Estep 
Score: -2817234.750000 Penalty: 4959.628906
	Iteration 22Q: 3 clusters Score -2817235 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 19160 members 
Entering Unmasked Estep 
Score: -2817235.000000 Penalty: 4959.628906
	Iteration 23Q: 3 clusters Score -2817235 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 19179 members 
Entering Unmasked Estep 
Score: -2817236.000000 Penalty: 4959.628906
	Iteration 24Q: 3 clusters Score -2817236 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 19191 members 
Entering Unmasked Estep 
Score: -2817243.750000 Penalty: 4959.628906
	Iteration 25Q: 3 clusters Score -2817244 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 19201 members 
Entering Unmasked Estep 
Score: -2817247.000000 Penalty: 4959.628906
	Iteration 26Q: 3 clusters Score -2817247 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 19207 members 
Entering Unmasked Estep 
Score: -2817246.250000 Penalty: 4959.628906
	Iteration 27Q: 3 clusters Score -2817246 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 19212 members 
Entering Unmasked Estep 
Score: -2817250.000000 Penalty: 4959.628906
	Iteration 28Q: 3 clusters Score -2817250 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 19219 members 
Entering Unmasked Estep 
Score: -2817247.500000 Penalty: 4959.628906
	Iteration 29Q: 3 clusters Score -2817248 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 19224 members 
Entering Unmasked Estep 
Score: -2817252.750000 Penalty: 4959.628906
	Iteration 30Q: 3 clusters Score -2817253 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 19228 members 
Entering Unmasked Estep 
Score: -2817249.250000 Penalty: 4959.628906
	Iteration 31Q: 3 clusters Score -2817249 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 19234 members 
Entering Unmasked Estep 
Score: -2817245.750000 Penalty: 4959.628906
	Iteration 32Q: 3 clusters Score -2817246 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 19238 members 
Entering Unmasked Estep 
Score: -2817247.000000 Penalty: 4959.628906
	Iteration 33Q: 3 clusters Score -2817247 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 19243 members 
Entering Unmasked Estep 
Score: -2817247.750000 Penalty: 4959.628906
	Iteration 34Q: 3 clusters Score -2817248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 19245 members 
Entering Unmasked Estep 
Score: -2817248.000000 Penalty: 4959.628906
	Iteration 35Q: 3 clusters Score -2817248 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 19246 members 
Entering Unmasked Estep 
Score: -2817247.500000 Penalty: 4959.628906
	Iteration 36Q: 3 clusters Score -2817248 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 19246 members 
Entering Unmasked Estep 
Score: -2817247.500000 Penalty: 4959.628906
	Iteration 37F: 3 clusters Score -2817248 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (51476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51476 members 
Entering Unmasked Estep 
Score: -6160843.500000 Penalty: 2690.520020
	Iteration 0F: 2 clusters Score -6160844 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25654 members 
Mstep: Class 2 contains 25822 members 
Entering Unmasked Estep 
Score: -6126041.500000 Penalty: 5381.040039
	Iteration 0F: 3 clusters Score -6126042 nChanged 23888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24692 members 
Mstep: Class 2 contains 26784 members 
Entering Unmasked Estep 
Score: -6139232.000000 Penalty: 5381.040039
	Iteration 1F: 3 clusters Score -6139232 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24166 members 
Mstep: Class 2 contains 27310 members 
Entering Unmasked Estep 
Score: -6139890.000000 Penalty: 5381.040039
	Iteration 2Q: 3 clusters Score -6139890 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23447 members 
Mstep: Class 2 contains 28029 members 
Entering Unmasked Estep 
Score: -6140483.500000 Penalty: 5381.040039
	Iteration 3Q: 3 clusters Score -6140484 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22369 members 
Mstep: Class 2 contains 29107 members 
Entering Unmasked Estep 
Score: -6141159.000000 Penalty: 5381.040039
	Iteration 4Q: 3 clusters Score -6141159 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20893 members 
Mstep: Class 2 contains 30583 members 
Entering Unmasked Estep 
Score: -6141965.500000 Penalty: 5381.040039
	Iteration 5Q: 3 clusters Score -6141966 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18853 members 
Mstep: Class 2 contains 32623 members 
Entering Unmasked Estep 
Score: -6143175.000000 Penalty: 5381.040039
	Iteration 6Q: 3 clusters Score -6143175 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16190 members 
Mstep: Class 2 contains 35286 members 
Entering Unmasked Estep 
Score: -6145046.000000 Penalty: 5381.040039
	Iteration 7F: 3 clusters Score -6145046 nChanged 3405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12979 members 
Mstep: Class 2 contains 38497 members 
Entering Unmasked Estep 
Score: -6147783.000000 Penalty: 5381.040039
	Iteration 8F: 3 clusters Score -6147783 nChanged 3599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 41900 members 
Entering Unmasked Estep 
Score: -6150986.500000 Penalty: 5381.040039
	Iteration 9F: 3 clusters Score -6150986 nChanged 3214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 44890 members 
Entering Unmasked Estep 
Score: -6154136.500000 Penalty: 5381.040039
	Iteration 10F: 3 clusters Score -6154136 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 46984 members 
Entering Unmasked Estep 
Score: -6156334.500000 Penalty: 5381.040039
	Iteration 11Q: 3 clusters Score -6156334 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 48258 members 
Entering Unmasked Estep 
Score: -6157634.500000 Penalty: 5381.040039
	Iteration 12Q: 3 clusters Score -6157634 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 48966 members 
Entering Unmasked Estep 
Score: -6158316.500000 Penalty: 5381.040039
	Iteration 13Q: 3 clusters Score -6158316 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 49345 members 
Entering Unmasked Estep 
Score: -6158759.500000 Penalty: 5381.040039
	Iteration 14Q: 3 clusters Score -6158760 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 49580 members 
Entering Unmasked Estep 
Score: -6159105.500000 Penalty: 5381.040039
	Iteration 15Q: 3 clusters Score -6159106 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 49683 members 
Entering Unmasked Estep 
Score: -6159398.500000 Penalty: 5381.040039
	Iteration 16Q: 3 clusters Score -6159398 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 49727 members 
Entering Unmasked Estep 
Score: -6159668.000000 Penalty: 5381.040039
	Iteration 17Q: 3 clusters Score -6159668 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 49729 members 
Entering Unmasked Estep 
Score: -6159838.000000 Penalty: 5381.040039
	Iteration 18Q: 3 clusters Score -6159838 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 49700 members 
Entering Unmasked Estep 
Score: -6159908.500000 Penalty: 5381.040039
	Iteration 19Q: 3 clusters Score -6159908 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 49684 members 
Entering Unmasked Estep 
Score: -6159963.000000 Penalty: 5381.040039
	Iteration 20F: 3 clusters Score -6159963 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 49675 members 
Entering Unmasked Estep 
Score: -6160001.000000 Penalty: 5381.040039
	Iteration 21Q: 3 clusters Score -6160001 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 49672 members 
Entering Unmasked Estep 
Score: -6160033.000000 Penalty: 5381.040039
	Iteration 22Q: 3 clusters Score -6160033 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 49668 members 
Entering Unmasked Estep 
Score: -6160055.000000 Penalty: 5381.040039
	Iteration 23Q: 3 clusters Score -6160055 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 49661 members 
Entering Unmasked Estep 
Score: -6160066.000000 Penalty: 5381.040039
	Iteration 24Q: 3 clusters Score -6160066 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 49651 members 
Entering Unmasked Estep 
Score: -6160067.500000 Penalty: 5381.040039
	Iteration 25Q: 3 clusters Score -6160068 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 49637 members 
Entering Unmasked Estep 
Score: -6160059.000000 Penalty: 5381.040039
	Iteration 26Q: 3 clusters Score -6160059 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 49630 members 
Entering Unmasked Estep 
Score: -6160064.500000 Penalty: 5381.040039
	Iteration 27Q: 3 clusters Score -6160064 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 49624 members 
Entering Unmasked Estep 
Score: -6160065.500000 Penalty: 5381.040039
	Iteration 28Q: 3 clusters Score -6160066 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 49617 members 
Entering Unmasked Estep 
Score: -6160067.000000 Penalty: 5381.040039
	Iteration 29Q: 3 clusters Score -6160067 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 49611 members 
Entering Unmasked Estep 
Score: -6160066.000000 Penalty: 5381.040039
	Iteration 30Q: 3 clusters Score -6160066 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 49606 members 
Entering Unmasked Estep 
Score: -6160068.500000 Penalty: 5381.040039
	Iteration 31Q: 3 clusters Score -6160068 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 49604 members 
Entering Unmasked Estep 
Score: -6160066.000000 Penalty: 5381.040039
	Iteration 32Q: 3 clusters Score -6160066 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 49604 members 
Entering Unmasked Estep 
Score: -6160066.000000 Penalty: 5381.040039
	Iteration 33F: 3 clusters Score -6160066 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Entering Unmasked Estep 
Score: -548242.375000 Penalty: 2085.251221
	Iteration 0F: 2 clusters Score -548242.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -544063.437500 Penalty: 4170.502441
	Iteration 0F: 3 clusters Score -544063.4 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -545072.500000 Penalty: 4170.502441
	Iteration 1F: 3 clusters Score -545072.5 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -545337.437500 Penalty: 4170.502441
	Iteration 2F: 3 clusters Score -545337.4 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -545596.250000 Penalty: 4170.502441
	Iteration 3F: 3 clusters Score -545596.2 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -545891.750000 Penalty: 4170.502441
	Iteration 4F: 3 clusters Score -545891.8 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -546210.312500 Penalty: 4170.502441
	Iteration 5F: 3 clusters Score -546210.3 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -546473.312500 Penalty: 4170.502441
	Iteration 6F: 3 clusters Score -546473.3 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -546659.937500 Penalty: 4170.502441
	Iteration 7Q: 3 clusters Score -546659.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -546788.000000 Penalty: 4170.502441
	Iteration 8Q: 3 clusters Score -546788 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -546871.750000 Penalty: 4170.502441
	Iteration 9Q: 3 clusters Score -546871.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -546924.812500 Penalty: 4170.502441
	Iteration 10Q: 3 clusters Score -546924.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -546967.125000 Penalty: 4170.502441
	Iteration 11Q: 3 clusters Score -546967.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -546996.187500 Penalty: 4170.502441
	Iteration 12Q: 3 clusters Score -546996.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -547008.187500 Penalty: 4170.502441
	Iteration 13Q: 3 clusters Score -547008.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -547014.875000 Penalty: 4170.502441
	Iteration 14Q: 3 clusters Score -547014.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -547023.187500 Penalty: 4170.502441
	Iteration 15Q: 3 clusters Score -547023.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -547028.125000 Penalty: 4170.502441
	Iteration 16Q: 3 clusters Score -547028.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -547031.062500 Penalty: 4170.502441
	Iteration 17Q: 3 clusters Score -547031.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -547036.312500 Penalty: 4170.502441
	Iteration 18Q: 3 clusters Score -547036.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -547044.187500 Penalty: 4170.502441
	Iteration 19Q: 3 clusters Score -547044.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -547050.437500 Penalty: 4170.502441
	Iteration 20F: 3 clusters Score -547050.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -547053.312500 Penalty: 4170.502441
	Iteration 21Q: 3 clusters Score -547053.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -547058.375000 Penalty: 4170.502441
	Iteration 22Q: 3 clusters Score -547058.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -547062.375000 Penalty: 4170.502441
	Iteration 23Q: 3 clusters Score -547062.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -547066.500000 Penalty: 4170.502441
	Iteration 24Q: 3 clusters Score -547066.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -547068.750000 Penalty: 4170.502441
	Iteration 25Q: 3 clusters Score -547068.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -547070.687500 Penalty: 4170.502441
	Iteration 26Q: 3 clusters Score -547070.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -547072.750000 Penalty: 4170.502441
	Iteration 27Q: 3 clusters Score -547072.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -547074.250000 Penalty: 4170.502441
	Iteration 28Q: 3 clusters Score -547074.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -547076.500000 Penalty: 4170.502441
	Iteration 29Q: 3 clusters Score -547076.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -547078.000000 Penalty: 4170.502441
	Iteration 30Q: 3 clusters Score -547078 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -547078.000000 Penalty: 4170.502441
	Iteration 31F: 3 clusters Score -547078 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Entering Unmasked Estep 
Score: -333571.218750 Penalty: 1922.152466
	Iteration 0F: 2 clusters Score -333571.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -330926.093750 Penalty: 3844.304932
	Iteration 0F: 3 clusters Score -330926.1 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -332477.531250 Penalty: 3844.304932
	Iteration 1F: 3 clusters Score -332477.5 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -333322.093750 Penalty: 3844.304932
	Iteration 2F: 3 clusters Score -333322.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -333804.875000 Penalty: 3844.304932
	Iteration 3F: 3 clusters Score -333804.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -334087.062500 Penalty: 3844.304932
	Iteration 4F: 3 clusters Score -334087.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -334203.781250 Penalty: 3844.304932
	Iteration 5Q: 3 clusters Score -334203.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -334312.031250 Penalty: 3844.304932
	Iteration 6Q: 3 clusters Score -334312 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -334409.937500 Penalty: 3844.304932
	Iteration 7Q: 3 clusters Score -334409.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -334494.093750 Penalty: 3844.304932
	Iteration 8Q: 3 clusters Score -334494.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -334583.531250 Penalty: 3844.304932
	Iteration 9Q: 3 clusters Score -334583.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -334613.500000 Penalty: 3844.304932
	Iteration 10Q: 3 clusters Score -334613.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -334661.250000 Penalty: 3844.304932
	Iteration 11Q: 3 clusters Score -334661.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -334682.593750 Penalty: 3844.304932
	Iteration 12Q: 3 clusters Score -334682.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -334692.000000 Penalty: 3844.304932
	Iteration 13Q: 3 clusters Score -334692 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -334697.375000 Penalty: 3844.304932
	Iteration 14Q: 3 clusters Score -334697.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -334697.562500 Penalty: 3844.304932
	Iteration 15Q: 3 clusters Score -334697.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -334699.062500 Penalty: 3844.304932
	Iteration 16Q: 3 clusters Score -334699.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -334699.062500 Penalty: 3844.304932
	Iteration 17F: 3 clusters Score -334699.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 2522 members 
Mstep: Class 3 contains 4147 members 
Mstep: Class 4 contains 12068 members 
Mstep: Class 5 contains 3183 members 
Mstep: Class 6 contains 2553 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7705 members 
Mstep: Class 9 contains 172965 members 
Mstep: Class 10 contains 8510 members 
Mstep: Class 11 contains 3816 members 
Mstep: Class 12 contains 23279 members 
Mstep: Class 13 contains 4031 members 
Mstep: Class 14 contains 6792 members 
Mstep: Class 15 contains 179072 members 
Mstep: Class 16 contains 216778 members 
Mstep: Class 17 contains 11678 members 
Mstep: Class 18 contains 29497 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4180 members 
Mstep: Class 21 contains 22010 members 
Mstep: Class 22 contains 51476 members 
Mstep: Class 23 contains 4484 members 
Mstep: Class 24 contains 1293 members 
Mstep: Class 25 contains 39512 members 
Mstep: Class 26 contains 37628 members 
Mstep: Class 27 contains 6253 members 
Mstep: Class 28 contains 25974 members 
Mstep: Class 29 contains 7494 members 
Mstep: Class 30 contains 19314 members 
Mstep: Class 31 contains 5297 members 
Mstep: Class 32 contains 17594 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11730 members 
Mstep: Class 35 contains 61447 members 
Mstep: Class 36 contains 26450 members 
Mstep: Class 37 contains 7331 members 
Mstep: Class 38 contains 252 members 
Mstep: Class 39 contains 3645 members 
Mstep: Class 40 contains 2904 members 
Mstep: Class 41 contains 27237 members 
Mstep: Class 42 contains 11213 members 
Mstep: Class 43 contains 481 members 
Mstep: Class 44 contains 2848 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10312 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27561 members 
Mstep: Class 49 contains 7942 members 
Mstep: Class 50 contains 312 members 
Mstep: Class 51 contains 28595 members 
Mstep: Class 52 contains 248 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 366 members 
Mstep: Class 56 contains 1130 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 404 members 
Mstep: Class 59 contains 911 members 
Mstep: Class 60 contains 337 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 332 members 
Mstep: Class 63 contains 1077 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 667 members 
Mstep: Class 67 contains 611 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 306 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 436 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1692 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2085 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 193 members 
Mstep: Class 79 contains 944 members 
Mstep: Class 80 contains 1030 members 
Entering Unmasked Estep 
Score: -147544272.000000 Penalty: 277521.750000
Splitting cluster 24 changes total score from -147544496.000000 to -147544272.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (39512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39512 members 
Entering Unmasked Estep 
Score: -4973720.500000 Penalty: 2624.921387
	Iteration 0F: 2 clusters Score -4973720 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19509 members 
Mstep: Class 2 contains 20003 members 
Entering Unmasked Estep 
Score: -4946853.000000 Penalty: 5249.842773
	Iteration 0F: 3 clusters Score -4946853 nChanged 18156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17649 members 
Mstep: Class 2 contains 21863 members 
Entering Unmasked Estep 
Score: -4957240.000000 Penalty: 5249.842773
	Iteration 1F: 3 clusters Score -4957240 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16359 members 
Mstep: Class 2 contains 23153 members 
Entering Unmasked Estep 
Score: -4958117.000000 Penalty: 5249.842773
	Iteration 2F: 3 clusters Score -4958117 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14647 members 
Mstep: Class 2 contains 24865 members 
Entering Unmasked Estep 
Score: -4959293.500000 Penalty: 5249.842773
	Iteration 3F: 3 clusters Score -4959294 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12408 members 
Mstep: Class 2 contains 27104 members 
Entering Unmasked Estep 
Score: -4960936.500000 Penalty: 5249.842773
	Iteration 4F: 3 clusters Score -4960936 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9687 members 
Mstep: Class 2 contains 29825 members 
Entering Unmasked Estep 
Score: -4963182.000000 Penalty: 5249.842773
	Iteration 5F: 3 clusters Score -4963182 nChanged 2938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 32687 members 
Entering Unmasked Estep 
Score: -4965759.500000 Penalty: 5249.842773
	Iteration 6F: 3 clusters Score -4965760 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 35122 members 
Entering Unmasked Estep 
Score: -4968064.500000 Penalty: 5249.842773
	Iteration 7F: 3 clusters Score -4968064 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 36773 members 
Entering Unmasked Estep 
Score: -4969627.000000 Penalty: 5249.842773
	Iteration 8Q: 3 clusters Score -4969627 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 37722 members 
Entering Unmasked Estep 
Score: -4970538.000000 Penalty: 5249.842773
	Iteration 9Q: 3 clusters Score -4970538 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 38226 members 
Entering Unmasked Estep 
Score: -4971021.000000 Penalty: 5249.842773
	Iteration 10Q: 3 clusters Score -4971021 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 38468 members 
Entering Unmasked Estep 
Score: -4971247.500000 Penalty: 5249.842773
	Iteration 11Q: 3 clusters Score -4971248 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 38606 members 
Entering Unmasked Estep 
Score: -4971364.500000 Penalty: 5249.842773
	Iteration 12Q: 3 clusters Score -4971364 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 38693 members 
Entering Unmasked Estep 
Score: -4971422.000000 Penalty: 5249.842773
	Iteration 13Q: 3 clusters Score -4971422 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 38746 members 
Entering Unmasked Estep 
Score: -4971457.500000 Penalty: 5249.842773
	Iteration 14Q: 3 clusters Score -4971458 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 38774 members 
Entering Unmasked Estep 
Score: -4971495.500000 Penalty: 5249.842773
	Iteration 15Q: 3 clusters Score -4971496 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 38801 members 
Entering Unmasked Estep 
Score: -4971506.000000 Penalty: 5249.842773
	Iteration 16Q: 3 clusters Score -4971506 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 38822 members 
Entering Unmasked Estep 
Score: -4971522.500000 Penalty: 5249.842773
	Iteration 17Q: 3 clusters Score -4971522 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 38828 members 
Entering Unmasked Estep 
Score: -4971526.000000 Penalty: 5249.842773
	Iteration 18Q: 3 clusters Score -4971526 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 38839 members 
Entering Unmasked Estep 
Score: -4971526.500000 Penalty: 5249.842773
	Iteration 19Q: 3 clusters Score -4971526 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 38845 members 
Entering Unmasked Estep 
Score: -4971533.500000 Penalty: 5249.842773
	Iteration 20F: 3 clusters Score -4971534 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 38855 members 
Entering Unmasked Estep 
Score: -4971536.000000 Penalty: 5249.842773
	Iteration 21Q: 3 clusters Score -4971536 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 38860 members 
Entering Unmasked Estep 
Score: -4971542.000000 Penalty: 5249.842773
	Iteration 22Q: 3 clusters Score -4971542 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 38865 members 
Entering Unmasked Estep 
Score: -4971545.000000 Penalty: 5249.842773
	Iteration 23Q: 3 clusters Score -4971545 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 38870 members 
Entering Unmasked Estep 
Score: -4971550.000000 Penalty: 5249.842773
	Iteration 24Q: 3 clusters Score -4971550 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 38870 members 
Entering Unmasked Estep 
Score: -4971548.500000 Penalty: 5249.842773
	Iteration 25Q: 3 clusters Score -4971548 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 38870 members 
Entering Unmasked Estep 
Score: -4971548.500000 Penalty: 5249.842773
	Iteration 26F: 3 clusters Score -4971548 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (37628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37628 members 
Entering Unmasked Estep 
Score: -4794022.000000 Penalty: 2612.804932
	Iteration 0F: 2 clusters Score -4794022 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18919 members 
Mstep: Class 2 contains 18709 members 
Entering Unmasked Estep 
Score: -4768281.500000 Penalty: 5225.609863
	Iteration 0F: 3 clusters Score -4768282 nChanged 17226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20011 members 
Mstep: Class 2 contains 17617 members 
Entering Unmasked Estep 
Score: -4778002.000000 Penalty: 5225.609863
	Iteration 1F: 3 clusters Score -4778002 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20778 members 
Mstep: Class 2 contains 16850 members 
Entering Unmasked Estep 
Score: -4778778.000000 Penalty: 5225.609863
	Iteration 2Q: 3 clusters Score -4778778 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21904 members 
Mstep: Class 2 contains 15724 members 
Entering Unmasked Estep 
Score: -4779830.000000 Penalty: 5225.609863
	Iteration 3F: 3 clusters Score -4779830 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23478 members 
Mstep: Class 2 contains 14150 members 
Entering Unmasked Estep 
Score: -4781264.500000 Penalty: 5225.609863
	Iteration 4F: 3 clusters Score -4781264 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25531 members 
Mstep: Class 2 contains 12097 members 
Entering Unmasked Estep 
Score: -4783217.500000 Penalty: 5225.609863
	Iteration 5F: 3 clusters Score -4783218 nChanged 2836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27853 members 
Mstep: Class 2 contains 9775 members 
Entering Unmasked Estep 
Score: -4785676.000000 Penalty: 5225.609863
	Iteration 6F: 3 clusters Score -4785676 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30108 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -4788279.000000 Penalty: 5225.609863
	Iteration 7F: 3 clusters Score -4788279 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31781 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -4790361.500000 Penalty: 5225.609863
	Iteration 8F: 3 clusters Score -4790362 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32722 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -4791579.500000 Penalty: 5225.609863
	Iteration 9Q: 3 clusters Score -4791580 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33225 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -4792208.500000 Penalty: 5225.609863
	Iteration 10Q: 3 clusters Score -4792208 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33575 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -4792548.500000 Penalty: 5225.609863
	Iteration 11Q: 3 clusters Score -4792548 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33827 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -4792774.000000 Penalty: 5225.609863
	Iteration 12Q: 3 clusters Score -4792774 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34028 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -4792957.000000 Penalty: 5225.609863
	Iteration 13Q: 3 clusters Score -4792957 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34188 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -4793074.000000 Penalty: 5225.609863
	Iteration 14Q: 3 clusters Score -4793074 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34326 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -4793156.000000 Penalty: 5225.609863
	Iteration 15Q: 3 clusters Score -4793156 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34434 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -4793198.500000 Penalty: 5225.609863
	Iteration 16Q: 3 clusters Score -4793198 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34507 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -4793220.000000 Penalty: 5225.609863
	Iteration 17Q: 3 clusters Score -4793220 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34561 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -4793230.500000 Penalty: 5225.609863
	Iteration 18Q: 3 clusters Score -4793230 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34605 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -4793246.500000 Penalty: 5225.609863
	Iteration 19Q: 3 clusters Score -4793246 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34636 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -4793250.500000 Penalty: 5225.609863
	Iteration 20F: 3 clusters Score -4793250 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34655 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -4793262.000000 Penalty: 5225.609863
	Iteration 21Q: 3 clusters Score -4793262 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34675 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -4793271.000000 Penalty: 5225.609863
	Iteration 22Q: 3 clusters Score -4793271 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34688 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -4793274.500000 Penalty: 5225.609863
	Iteration 23Q: 3 clusters Score -4793274 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34698 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -4793282.500000 Penalty: 5225.609863
	Iteration 24Q: 3 clusters Score -4793282 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34708 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -4793275.500000 Penalty: 5225.609863
	Iteration 25Q: 3 clusters Score -4793276 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34712 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -4793278.000000 Penalty: 5225.609863
	Iteration 26Q: 3 clusters Score -4793278 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34719 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -4793283.500000 Penalty: 5225.609863
	Iteration 27Q: 3 clusters Score -4793284 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34729 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -4793286.500000 Penalty: 5225.609863
	Iteration 28Q: 3 clusters Score -4793286 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34737 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -4793288.000000 Penalty: 5225.609863
	Iteration 29Q: 3 clusters Score -4793288 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34743 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -4793296.500000 Penalty: 5225.609863
	Iteration 30Q: 3 clusters Score -4793296 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34752 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -4793300.000000 Penalty: 5225.609863
	Iteration 31Q: 3 clusters Score -4793300 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34758 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -4793301.000000 Penalty: 5225.609863
	Iteration 32Q: 3 clusters Score -4793301 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34768 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -4793307.000000 Penalty: 5225.609863
	Iteration 33Q: 3 clusters Score -4793307 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34775 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -4793309.500000 Penalty: 5225.609863
	Iteration 34Q: 3 clusters Score -4793310 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34782 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -4793309.000000 Penalty: 5225.609863
	Iteration 35Q: 3 clusters Score -4793309 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34786 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -4793310.500000 Penalty: 5225.609863
	Iteration 36Q: 3 clusters Score -4793310 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34790 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -4793312.500000 Penalty: 5225.609863
	Iteration 37Q: 3 clusters Score -4793312 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34794 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -4793320.500000 Penalty: 5225.609863
	Iteration 38Q: 3 clusters Score -4793320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34795 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -4793323.000000 Penalty: 5225.609863
	Iteration 39Q: 3 clusters Score -4793323 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34798 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -4793326.500000 Penalty: 5225.609863
	Iteration 40F: 3 clusters Score -4793326 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (6253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Entering Unmasked Estep 
Score: -716861.437500 Penalty: 2167.722656
	Iteration 0F: 2 clusters Score -716861.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -711599.875000 Penalty: 4335.445312
	Iteration 0F: 3 clusters Score -711599.9 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -713081.375000 Penalty: 4335.445312
	Iteration 1F: 3 clusters Score -713081.4 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -713516.687500 Penalty: 4335.445312
	Iteration 2F: 3 clusters Score -713516.7 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -713788.812500 Penalty: 4335.445312
	Iteration 3F: 3 clusters Score -713788.8 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -714003.500000 Penalty: 4335.445312
	Iteration 4F: 3 clusters Score -714003.5 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -714236.062500 Penalty: 4335.445312
	Iteration 5Q: 3 clusters Score -714236.1 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -714469.750000 Penalty: 4335.445312
	Iteration 6Q: 3 clusters Score -714469.8 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -714657.625000 Penalty: 4335.445312
	Iteration 7Q: 3 clusters Score -714657.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -714811.937500 Penalty: 4335.445312
	Iteration 8Q: 3 clusters Score -714811.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -714949.312500 Penalty: 4335.445312
	Iteration 9Q: 3 clusters Score -714949.3 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -715070.687500 Penalty: 4335.445312
	Iteration 10Q: 3 clusters Score -715070.7 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -715204.750000 Penalty: 4335.445312
	Iteration 11Q: 3 clusters Score -715204.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -715311.562500 Penalty: 4335.445312
	Iteration 12Q: 3 clusters Score -715311.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -715417.312500 Penalty: 4335.445312
	Iteration 13Q: 3 clusters Score -715417.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -715492.500000 Penalty: 4335.445312
	Iteration 14Q: 3 clusters Score -715492.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -715553.937500 Penalty: 4335.445312
	Iteration 15Q: 3 clusters Score -715553.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -715607.312500 Penalty: 4335.445312
	Iteration 16Q: 3 clusters Score -715607.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -715656.250000 Penalty: 4335.445312
	Iteration 17Q: 3 clusters Score -715656.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -715693.500000 Penalty: 4335.445312
	Iteration 18Q: 3 clusters Score -715693.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -715730.000000 Penalty: 4335.445312
	Iteration 19Q: 3 clusters Score -715730 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -715759.062500 Penalty: 4335.445312
	Iteration 20F: 3 clusters Score -715759.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -715787.437500 Penalty: 4335.445312
	Iteration 21Q: 3 clusters Score -715787.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -715803.687500 Penalty: 4335.445312
	Iteration 22Q: 3 clusters Score -715803.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -715819.000000 Penalty: 4335.445312
	Iteration 23Q: 3 clusters Score -715819 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -715833.500000 Penalty: 4335.445312
	Iteration 24Q: 3 clusters Score -715833.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -715847.812500 Penalty: 4335.445312
	Iteration 25Q: 3 clusters Score -715847.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -715866.500000 Penalty: 4335.445312
	Iteration 26Q: 3 clusters Score -715866.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -715880.750000 Penalty: 4335.445312
	Iteration 27Q: 3 clusters Score -715880.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -715891.250000 Penalty: 4335.445312
	Iteration 28Q: 3 clusters Score -715891.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -715895.187500 Penalty: 4335.445312
	Iteration 29Q: 3 clusters Score -715895.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -715900.187500 Penalty: 4335.445312
	Iteration 30Q: 3 clusters Score -715900.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -715903.875000 Penalty: 4335.445312
	Iteration 31Q: 3 clusters Score -715903.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -715905.750000 Penalty: 4335.445312
	Iteration 32Q: 3 clusters Score -715905.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -715906.125000 Penalty: 4335.445312
	Iteration 33Q: 3 clusters Score -715906.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -715907.312500 Penalty: 4335.445312
	Iteration 34Q: 3 clusters Score -715907.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -715907.125000 Penalty: 4335.445312
	Iteration 35Q: 3 clusters Score -715907.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -715907.125000 Penalty: 4335.445312
	Iteration 36F: 3 clusters Score -715907.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (25974 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25974 members 
Entering Unmasked Estep 
Score: -3315156.250000 Penalty: 2520.883057
	Iteration 0F: 2 clusters Score -3315156 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13105 members 
Mstep: Class 2 contains 12869 members 
Entering Unmasked Estep 
Score: -3297216.750000 Penalty: 5041.766113
	Iteration 0F: 3 clusters Score -3297217 nChanged 11622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13765 members 
Mstep: Class 2 contains 12209 members 
Entering Unmasked Estep 
Score: -3303442.250000 Penalty: 5041.766113
	Iteration 1F: 3 clusters Score -3303442 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14196 members 
Mstep: Class 2 contains 11778 members 
Entering Unmasked Estep 
Score: -3303894.500000 Penalty: 5041.766113
	Iteration 2Q: 3 clusters Score -3303894 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14729 members 
Mstep: Class 2 contains 11245 members 
Entering Unmasked Estep 
Score: -3304324.500000 Penalty: 5041.766113
	Iteration 3Q: 3 clusters Score -3304324 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15413 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
Score: -3304720.750000 Penalty: 5041.766113
	Iteration 4Q: 3 clusters Score -3304721 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16292 members 
Mstep: Class 2 contains 9682 members 
Entering Unmasked Estep 
Score: -3305243.250000 Penalty: 5041.766113
	Iteration 5Q: 3 clusters Score -3305243 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17373 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -3305894.000000 Penalty: 5041.766113
	Iteration 6Q: 3 clusters Score -3305894 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18697 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -3306833.000000 Penalty: 5041.766113
	Iteration 7F: 3 clusters Score -3306833 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20299 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -3308117.250000 Penalty: 5041.766113
	Iteration 8F: 3 clusters Score -3308117 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21967 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -3309649.750000 Penalty: 5041.766113
	Iteration 9F: 3 clusters Score -3309650 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23396 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -3311009.000000 Penalty: 5041.766113
	Iteration 10F: 3 clusters Score -3311009 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24380 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -3311968.750000 Penalty: 5041.766113
	Iteration 11Q: 3 clusters Score -3311969 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24969 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -3312582.000000 Penalty: 5041.766113
	Iteration 12Q: 3 clusters Score -3312582 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25254 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -3312898.000000 Penalty: 5041.766113
	Iteration 13Q: 3 clusters Score -3312898 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25397 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -3313060.250000 Penalty: 5041.766113
	Iteration 14Q: 3 clusters Score -3313060 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25462 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -3313166.500000 Penalty: 5041.766113
	Iteration 15Q: 3 clusters Score -3313166 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25505 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -3313250.000000 Penalty: 5041.766113
	Iteration 16Q: 3 clusters Score -3313250 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25537 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -3313315.250000 Penalty: 5041.766113
	Iteration 17Q: 3 clusters Score -3313315 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25551 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -3313356.500000 Penalty: 5041.766113
	Iteration 18Q: 3 clusters Score -3313356 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25561 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -3313399.500000 Penalty: 5041.766113
	Iteration 19Q: 3 clusters Score -3313400 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25565 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -3313443.500000 Penalty: 5041.766113
	Iteration 20F: 3 clusters Score -3313444 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25562 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -3313482.250000 Penalty: 5041.766113
	Iteration 21Q: 3 clusters Score -3313482 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25562 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -3313504.750000 Penalty: 5041.766113
	Iteration 22Q: 3 clusters Score -3313505 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25559 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -3313532.500000 Penalty: 5041.766113
	Iteration 23Q: 3 clusters Score -3313532 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25545 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -3313577.000000 Penalty: 5041.766113
	Iteration 24Q: 3 clusters Score -3313577 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25538 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -3313604.250000 Penalty: 5041.766113
	Iteration 25Q: 3 clusters Score -3313604 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25539 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -3313622.000000 Penalty: 5041.766113
	Iteration 26Q: 3 clusters Score -3313622 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25537 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -3313631.500000 Penalty: 5041.766113
	Iteration 27Q: 3 clusters Score -3313632 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25533 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -3313640.500000 Penalty: 5041.766113
	Iteration 28Q: 3 clusters Score -3313640 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25532 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -3313642.750000 Penalty: 5041.766113
	Iteration 29Q: 3 clusters Score -3313643 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25534 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -3313651.500000 Penalty: 5041.766113
	Iteration 30Q: 3 clusters Score -3313652 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25535 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -3313651.250000 Penalty: 5041.766113
	Iteration 31Q: 3 clusters Score -3313651 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25536 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -3313655.250000 Penalty: 5041.766113
	Iteration 32Q: 3 clusters Score -3313655 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25534 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -3313663.000000 Penalty: 5041.766113
	Iteration 33Q: 3 clusters Score -3313663 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25532 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -3313671.000000 Penalty: 5041.766113
	Iteration 34Q: 3 clusters Score -3313671 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25532 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -3313676.250000 Penalty: 5041.766113
	Iteration 35Q: 3 clusters Score -3313676 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25531 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -3313679.250000 Penalty: 5041.766113
	Iteration 36Q: 3 clusters Score -3313679 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25530 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -3313686.250000 Penalty: 5041.766113
	Iteration 37Q: 3 clusters Score -3313686 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25529 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -3313693.500000 Penalty: 5041.766113
	Iteration 38Q: 3 clusters Score -3313694 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25526 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -3313693.500000 Penalty: 5041.766113
	Iteration 39Q: 3 clusters Score -3313694 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25524 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -3313716.750000 Penalty: 5041.766113
	Iteration 40F: 3 clusters Score -3313717 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25520 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -3313735.750000 Penalty: 5041.766113
	Iteration 41Q: 3 clusters Score -3313736 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25520 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -3313755.000000 Penalty: 5041.766113
	Iteration 42Q: 3 clusters Score -3313755 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25510 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -3313773.250000 Penalty: 5041.766113
	Iteration 43Q: 3 clusters Score -3313773 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25499 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -3313792.250000 Penalty: 5041.766113
	Iteration 44Q: 3 clusters Score -3313792 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25495 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -3313816.500000 Penalty: 5041.766113
	Iteration 45Q: 3 clusters Score -3313816 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25484 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -3313828.750000 Penalty: 5041.766113
	Iteration 46Q: 3 clusters Score -3313829 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25476 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -3313843.000000 Penalty: 5041.766113
	Iteration 47Q: 3 clusters Score -3313843 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25474 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -3313848.750000 Penalty: 5041.766113
	Iteration 48Q: 3 clusters Score -3313849 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25475 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -3313857.000000 Penalty: 5041.766113
	Iteration 49Q: 3 clusters Score -3313857 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25476 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -3313865.500000 Penalty: 5041.766113
	Iteration 50Q: 3 clusters Score -3313866 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25477 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -3313871.750000 Penalty: 5041.766113
	Iteration 51Q: 3 clusters Score -3313872 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25471 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -3313881.000000 Penalty: 5041.766113
	Iteration 52Q: 3 clusters Score -3313881 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25469 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -3313880.750000 Penalty: 5041.766113
	Iteration 53Q: 3 clusters Score -3313881 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25468 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -3313886.000000 Penalty: 5041.766113
	Iteration 54Q: 3 clusters Score -3313886 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25467 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -3313889.500000 Penalty: 5041.766113
	Iteration 55Q: 3 clusters Score -3313890 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25466 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -3313893.750000 Penalty: 5041.766113
	Iteration 56Q: 3 clusters Score -3313894 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25465 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -3313896.500000 Penalty: 5041.766113
	Iteration 57Q: 3 clusters Score -3313896 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25465 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -3313899.500000 Penalty: 5041.766113
	Iteration 58F: 3 clusters Score -3313900 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25462 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -3313910.500000 Penalty: 5041.766113
	Iteration 59Q: 3 clusters Score -3313910 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25457 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -3313912.500000 Penalty: 5041.766113
	Iteration 60F: 3 clusters Score -3313912 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25456 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -3313913.000000 Penalty: 5041.766113
	Iteration 61Q: 3 clusters Score -3313913 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25455 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -3313913.500000 Penalty: 5041.766113
	Iteration 62Q: 3 clusters Score -3313914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25454 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -3313914.500000 Penalty: 5041.766113
	Iteration 63Q: 3 clusters Score -3313914 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25454 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -3313914.500000 Penalty: 5041.766113
	Iteration 64F: 3 clusters Score -3313914 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (7494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Entering Unmasked Estep 
Score: -939546.250000 Penalty: 2212.620850
	Iteration 0F: 2 clusters Score -939546.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -933425.062500 Penalty: 4425.241699
	Iteration 0F: 3 clusters Score -933425.1 nChanged 3065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -935039.000000 Penalty: 4425.241699
	Iteration 1F: 3 clusters Score -935039 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -935319.875000 Penalty: 4425.241699
	Iteration 2F: 3 clusters Score -935319.9 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -935536.500000 Penalty: 4425.241699
	Iteration 3F: 3 clusters Score -935536.5 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -935751.437500 Penalty: 4425.241699
	Iteration 4Q: 3 clusters Score -935751.4 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -935965.000000 Penalty: 4425.241699
	Iteration 5Q: 3 clusters Score -935965 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -936183.187500 Penalty: 4425.241699
	Iteration 6Q: 3 clusters Score -936183.2 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -936407.187500 Penalty: 4425.241699
	Iteration 7Q: 3 clusters Score -936407.2 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -936603.625000 Penalty: 4425.241699
	Iteration 8Q: 3 clusters Score -936603.6 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -936791.937500 Penalty: 4425.241699
	Iteration 9Q: 3 clusters Score -936791.9 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -936983.062500 Penalty: 4425.241699
	Iteration 10Q: 3 clusters Score -936983.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -937127.500000 Penalty: 4425.241699
	Iteration 11Q: 3 clusters Score -937127.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -937235.062500 Penalty: 4425.241699
	Iteration 12Q: 3 clusters Score -937235.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -937326.250000 Penalty: 4425.241699
	Iteration 13Q: 3 clusters Score -937326.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -937397.750000 Penalty: 4425.241699
	Iteration 14Q: 3 clusters Score -937397.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -937447.625000 Penalty: 4425.241699
	Iteration 15Q: 3 clusters Score -937447.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -937495.000000 Penalty: 4425.241699
	Iteration 16Q: 3 clusters Score -937495 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -937553.125000 Penalty: 4425.241699
	Iteration 17Q: 3 clusters Score -937553.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -937613.687500 Penalty: 4425.241699
	Iteration 18Q: 3 clusters Score -937613.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -937678.500000 Penalty: 4425.241699
	Iteration 19Q: 3 clusters Score -937678.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -937769.125000 Penalty: 4425.241699
	Iteration 20F: 3 clusters Score -937769.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -937880.437500 Penalty: 4425.241699
	Iteration 21Q: 3 clusters Score -937880.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -937964.562500 Penalty: 4425.241699
	Iteration 22Q: 3 clusters Score -937964.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -938009.812500 Penalty: 4425.241699
	Iteration 23Q: 3 clusters Score -938009.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -938049.437500 Penalty: 4425.241699
	Iteration 24Q: 3 clusters Score -938049.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -938077.125000 Penalty: 4425.241699
	Iteration 25Q: 3 clusters Score -938077.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -938086.000000 Penalty: 4425.241699
	Iteration 26Q: 3 clusters Score -938086 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -938095.562500 Penalty: 4425.241699
	Iteration 27Q: 3 clusters Score -938095.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -938101.125000 Penalty: 4425.241699
	Iteration 28Q: 3 clusters Score -938101.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -938108.375000 Penalty: 4425.241699
	Iteration 29Q: 3 clusters Score -938108.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -938111.812500 Penalty: 4425.241699
	Iteration 30Q: 3 clusters Score -938111.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -938115.062500 Penalty: 4425.241699
	Iteration 31Q: 3 clusters Score -938115.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -938116.250000 Penalty: 4425.241699
	Iteration 32Q: 3 clusters Score -938116.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -938118.437500 Penalty: 4425.241699
	Iteration 33Q: 3 clusters Score -938118.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -938126.062500 Penalty: 4425.241699
	Iteration 34Q: 3 clusters Score -938126.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -938128.937500 Penalty: 4425.241699
	Iteration 35Q: 3 clusters Score -938128.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -938132.750000 Penalty: 4425.241699
	Iteration 36Q: 3 clusters Score -938132.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -938139.250000 Penalty: 4425.241699
	Iteration 37Q: 3 clusters Score -938139.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -938141.250000 Penalty: 4425.241699
	Iteration 38Q: 3 clusters Score -938141.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -938143.125000 Penalty: 4425.241699
	Iteration 39Q: 3 clusters Score -938143.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -938145.062500 Penalty: 4425.241699
	Iteration 40F: 3 clusters Score -938145.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -938148.125000 Penalty: 4425.241699
	Iteration 41Q: 3 clusters Score -938148.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -938147.875000 Penalty: 4425.241699
	Iteration 42Q: 3 clusters Score -938147.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -938148.812500 Penalty: 4425.241699
	Iteration 43Q: 3 clusters Score -938148.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -938151.937500 Penalty: 4425.241699
	Iteration 44Q: 3 clusters Score -938151.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -938152.937500 Penalty: 4425.241699
	Iteration 45Q: 3 clusters Score -938152.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -938154.000000 Penalty: 4425.241699
	Iteration 46Q: 3 clusters Score -938154 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -938155.062500 Penalty: 4425.241699
	Iteration 47Q: 3 clusters Score -938155.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -938154.812500 Penalty: 4425.241699
	Iteration 48Q: 3 clusters Score -938154.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -938154.750000 Penalty: 4425.241699
	Iteration 49Q: 3 clusters Score -938154.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -938156.625000 Penalty: 4425.241699
	Iteration 50Q: 3 clusters Score -938156.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -938157.437500 Penalty: 4425.241699
	Iteration 51Q: 3 clusters Score -938157.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -938156.750000 Penalty: 4425.241699
	Iteration 52Q: 3 clusters Score -938156.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -938158.562500 Penalty: 4425.241699
	Iteration 53Q: 3 clusters Score -938158.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -938158.375000 Penalty: 4425.241699
	Iteration 54Q: 3 clusters Score -938158.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -938159.375000 Penalty: 4425.241699
	Iteration 55Q: 3 clusters Score -938159.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -938159.625000 Penalty: 4425.241699
	Iteration 56Q: 3 clusters Score -938159.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -938160.875000 Penalty: 4425.241699
	Iteration 57Q: 3 clusters Score -938160.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -938161.250000 Penalty: 4425.241699
	Iteration 58Q: 3 clusters Score -938161.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -938162.312500 Penalty: 4425.241699
	Iteration 59Q: 3 clusters Score -938162.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -938163.437500 Penalty: 4425.241699
	Iteration 60F: 3 clusters Score -938163.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (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: -2274113.500000 Penalty: 2447.409180
	Iteration 0F: 2 clusters Score -2274114 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -2260436.000000 Penalty: 4894.818359
	Iteration 0F: 3 clusters Score -2260436 nChanged 8553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -2265119.000000 Penalty: 4894.818359
	Iteration 1F: 3 clusters Score -2265119 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9484 members 
Mstep: Class 2 contains 9830 members 
Entering Unmasked Estep 
Score: -2265650.000000 Penalty: 4894.818359
	Iteration 2F: 3 clusters Score -2265650 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 10012 members 
Entering Unmasked Estep 
Score: -2266106.500000 Penalty: 4894.818359
	Iteration 3F: 3 clusters Score -2266106 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 10206 members 
Entering Unmasked Estep 
Score: -2266479.500000 Penalty: 4894.818359
	Iteration 4Q: 3 clusters Score -2266480 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 10448 members 
Entering Unmasked Estep 
Score: -2266806.750000 Penalty: 4894.818359
	Iteration 5Q: 3 clusters Score -2266807 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 10738 members 
Entering Unmasked Estep 
Score: -2267106.500000 Penalty: 4894.818359
	Iteration 6Q: 3 clusters Score -2267106 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 11114 members 
Entering Unmasked Estep 
Score: -2267386.500000 Penalty: 4894.818359
	Iteration 7Q: 3 clusters Score -2267386 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 11541 members 
Entering Unmasked Estep 
Score: -2267654.500000 Penalty: 4894.818359
	Iteration 8Q: 3 clusters Score -2267654 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 12051 members 
Entering Unmasked Estep 
Score: -2267940.000000 Penalty: 4894.818359
	Iteration 9Q: 3 clusters Score -2267940 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 12646 members 
Entering Unmasked Estep 
Score: -2268264.250000 Penalty: 4894.818359
	Iteration 10Q: 3 clusters Score -2268264 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 13346 members 
Entering Unmasked Estep 
Score: -2268690.250000 Penalty: 4894.818359
	Iteration 11Q: 3 clusters Score -2268690 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 14100 members 
Entering Unmasked Estep 
Score: -2269170.250000 Penalty: 4894.818359
	Iteration 12Q: 3 clusters Score -2269170 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 14886 members 
Entering Unmasked Estep 
Score: -2269691.250000 Penalty: 4894.818359
	Iteration 13Q: 3 clusters Score -2269691 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 15710 members 
Entering Unmasked Estep 
Score: -2270261.500000 Penalty: 4894.818359
	Iteration 14Q: 3 clusters Score -2270262 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 16453 members 
Entering Unmasked Estep 
Score: -2270822.000000 Penalty: 4894.818359
	Iteration 15Q: 3 clusters Score -2270822 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 17050 members 
Entering Unmasked Estep 
Score: -2271249.000000 Penalty: 4894.818359
	Iteration 16Q: 3 clusters Score -2271249 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 17500 members 
Entering Unmasked Estep 
Score: -2271552.500000 Penalty: 4894.818359
	Iteration 17Q: 3 clusters Score -2271552 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 17829 members 
Entering Unmasked Estep 
Score: -2271768.000000 Penalty: 4894.818359
	Iteration 18Q: 3 clusters Score -2271768 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 18046 members 
Entering Unmasked Estep 
Score: -2271896.500000 Penalty: 4894.818359
	Iteration 19Q: 3 clusters Score -2271896 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 18193 members 
Entering Unmasked Estep 
Score: -2271986.750000 Penalty: 4894.818359
	Iteration 20F: 3 clusters Score -2271987 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 18290 members 
Entering Unmasked Estep 
Score: -2272052.500000 Penalty: 4894.818359
	Iteration 21Q: 3 clusters Score -2272052 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 18369 members 
Entering Unmasked Estep 
Score: -2272102.000000 Penalty: 4894.818359
	Iteration 22Q: 3 clusters Score -2272102 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 18432 members 
Entering Unmasked Estep 
Score: -2272134.750000 Penalty: 4894.818359
	Iteration 23Q: 3 clusters Score -2272135 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 18474 members 
Entering Unmasked Estep 
Score: -2272170.750000 Penalty: 4894.818359
	Iteration 24Q: 3 clusters Score -2272171 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 18506 members 
Entering Unmasked Estep 
Score: -2272199.750000 Penalty: 4894.818359
	Iteration 25Q: 3 clusters Score -2272200 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 18531 members 
Entering Unmasked Estep 
Score: -2272231.250000 Penalty: 4894.818359
	Iteration 26Q: 3 clusters Score -2272231 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 18548 members 
Entering Unmasked Estep 
Score: -2272246.250000 Penalty: 4894.818359
	Iteration 27Q: 3 clusters Score -2272246 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 18557 members 
Entering Unmasked Estep 
Score: -2272259.250000 Penalty: 4894.818359
	Iteration 28Q: 3 clusters Score -2272259 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 18565 members 
Entering Unmasked Estep 
Score: -2272275.000000 Penalty: 4894.818359
	Iteration 29Q: 3 clusters Score -2272275 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 18574 members 
Entering Unmasked Estep 
Score: -2272281.000000 Penalty: 4894.818359
	Iteration 30Q: 3 clusters Score -2272281 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 18580 members 
Entering Unmasked Estep 
Score: -2272283.750000 Penalty: 4894.818359
	Iteration 31Q: 3 clusters Score -2272284 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 18586 members 
Entering Unmasked Estep 
Score: -2272285.250000 Penalty: 4894.818359
	Iteration 32Q: 3 clusters Score -2272285 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 18589 members 
Entering Unmasked Estep 
Score: -2272286.250000 Penalty: 4894.818359
	Iteration 33Q: 3 clusters Score -2272286 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 18593 members 
Entering Unmasked Estep 
Score: -2272291.250000 Penalty: 4894.818359
	Iteration 34Q: 3 clusters Score -2272291 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 18597 members 
Entering Unmasked Estep 
Score: -2272291.750000 Penalty: 4894.818359
	Iteration 35Q: 3 clusters Score -2272292 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 18598 members 
Entering Unmasked Estep 
Score: -2272293.000000 Penalty: 4894.818359
	Iteration 36Q: 3 clusters Score -2272293 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 18597 members 
Entering Unmasked Estep 
Score: -2272292.250000 Penalty: 4894.818359
	Iteration 37Q: 3 clusters Score -2272292 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 18597 members 
Entering Unmasked Estep 
Score: -2272292.250000 Penalty: 4894.818359
	Iteration 38F: 3 clusters Score -2272292 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (5297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Entering Unmasked Estep 
Score: -684102.187500 Penalty: 2126.574219
	Iteration 0F: 2 clusters Score -684102.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -679357.187500 Penalty: 4253.148438
	Iteration 0F: 3 clusters Score -679357.2 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -680510.687500 Penalty: 4253.148438
	Iteration 1F: 3 clusters Score -680510.7 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -680734.125000 Penalty: 4253.148438
	Iteration 2F: 3 clusters Score -680734.1 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -680913.812500 Penalty: 4253.148438
	Iteration 3F: 3 clusters Score -680913.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -681089.000000 Penalty: 4253.148438
	Iteration 4Q: 3 clusters Score -681089 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -681257.500000 Penalty: 4253.148438
	Iteration 5Q: 3 clusters Score -681257.5 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -681412.625000 Penalty: 4253.148438
	Iteration 6Q: 3 clusters Score -681412.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -681555.437500 Penalty: 4253.148438
	Iteration 7Q: 3 clusters Score -681555.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -681712.812500 Penalty: 4253.148438
	Iteration 8Q: 3 clusters Score -681712.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -681873.375000 Penalty: 4253.148438
	Iteration 9Q: 3 clusters Score -681873.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -682007.687500 Penalty: 4253.148438
	Iteration 10Q: 3 clusters Score -682007.7 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -682136.625000 Penalty: 4253.148438
	Iteration 11Q: 3 clusters Score -682136.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -682261.312500 Penalty: 4253.148438
	Iteration 12Q: 3 clusters Score -682261.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -682395.562500 Penalty: 4253.148438
	Iteration 13Q: 3 clusters Score -682395.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -682509.750000 Penalty: 4253.148438
	Iteration 14Q: 3 clusters Score -682509.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -682605.625000 Penalty: 4253.148438
	Iteration 15Q: 3 clusters Score -682605.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -682665.687500 Penalty: 4253.148438
	Iteration 16Q: 3 clusters Score -682665.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -682711.062500 Penalty: 4253.148438
	Iteration 17Q: 3 clusters Score -682711.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -682756.125000 Penalty: 4253.148438
	Iteration 18Q: 3 clusters Score -682756.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -682789.687500 Penalty: 4253.148438
	Iteration 19Q: 3 clusters Score -682789.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -682819.062500 Penalty: 4253.148438
	Iteration 20F: 3 clusters Score -682819.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -682844.250000 Penalty: 4253.148438
	Iteration 21Q: 3 clusters Score -682844.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -682861.125000 Penalty: 4253.148438
	Iteration 22Q: 3 clusters Score -682861.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -682873.312500 Penalty: 4253.148438
	Iteration 23Q: 3 clusters Score -682873.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -682883.437500 Penalty: 4253.148438
	Iteration 24Q: 3 clusters Score -682883.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -682892.687500 Penalty: 4253.148438
	Iteration 25Q: 3 clusters Score -682892.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -682909.437500 Penalty: 4253.148438
	Iteration 26Q: 3 clusters Score -682909.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -682917.687500 Penalty: 4253.148438
	Iteration 27Q: 3 clusters Score -682917.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -682927.187500 Penalty: 4253.148438
	Iteration 28Q: 3 clusters Score -682927.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -682929.312500 Penalty: 4253.148438
	Iteration 29Q: 3 clusters Score -682929.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -682931.750000 Penalty: 4253.148438
	Iteration 30Q: 3 clusters Score -682931.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -682935.750000 Penalty: 4253.148438
	Iteration 31Q: 3 clusters Score -682935.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -682935.562500 Penalty: 4253.148438
	Iteration 32Q: 3 clusters Score -682935.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -682936.375000 Penalty: 4253.148438
	Iteration 33Q: 3 clusters Score -682936.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -682937.687500 Penalty: 4253.148438
	Iteration 34Q: 3 clusters Score -682937.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -682937.687500 Penalty: 4253.148438
	Iteration 35F: 3 clusters Score -682937.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (17594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17594 members 
Entering Unmasked Estep 
Score: -2246056.500000 Penalty: 2424.277832
	Iteration 0F: 2 clusters Score -2246056 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -2233617.000000 Penalty: 4848.555664
	Iteration 0F: 3 clusters Score -2233617 nChanged 7582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -2237645.000000 Penalty: 4848.555664
	Iteration 1F: 3 clusters Score -2237645 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -2238016.500000 Penalty: 4848.555664
	Iteration 2F: 3 clusters Score -2238016 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -2238356.750000 Penalty: 4848.555664
	Iteration 3Q: 3 clusters Score -2238357 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -2238671.000000 Penalty: 4848.555664
	Iteration 4Q: 3 clusters Score -2238671 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -2239005.750000 Penalty: 4848.555664
	Iteration 5Q: 3 clusters Score -2239006 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10444 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -2239351.750000 Penalty: 4848.555664
	Iteration 6Q: 3 clusters Score -2239352 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10891 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -2239720.000000 Penalty: 4848.555664
	Iteration 7Q: 3 clusters Score -2239720 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11385 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -2240114.000000 Penalty: 4848.555664
	Iteration 8Q: 3 clusters Score -2240114 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11913 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -2240536.750000 Penalty: 4848.555664
	Iteration 9Q: 3 clusters Score -2240537 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12478 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -2240982.500000 Penalty: 4848.555664
	Iteration 10Q: 3 clusters Score -2240982 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13047 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -2241452.000000 Penalty: 4848.555664
	Iteration 11Q: 3 clusters Score -2241452 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13603 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -2241878.750000 Penalty: 4848.555664
	Iteration 12Q: 3 clusters Score -2241879 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14108 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -2242265.000000 Penalty: 4848.555664
	Iteration 13Q: 3 clusters Score -2242265 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14529 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -2242573.750000 Penalty: 4848.555664
	Iteration 14Q: 3 clusters Score -2242574 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14904 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -2242832.750000 Penalty: 4848.555664
	Iteration 15Q: 3 clusters Score -2242833 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15248 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -2243089.750000 Penalty: 4848.555664
	Iteration 16Q: 3 clusters Score -2243090 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15532 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -2243280.000000 Penalty: 4848.555664
	Iteration 17Q: 3 clusters Score -2243280 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15778 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -2243460.750000 Penalty: 4848.555664
	Iteration 18Q: 3 clusters Score -2243461 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15974 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -2243596.750000 Penalty: 4848.555664
	Iteration 19Q: 3 clusters Score -2243597 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16137 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -2243710.750000 Penalty: 4848.555664
	Iteration 20F: 3 clusters Score -2243711 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16264 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -2243808.500000 Penalty: 4848.555664
	Iteration 21Q: 3 clusters Score -2243808 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16371 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -2243902.250000 Penalty: 4848.555664
	Iteration 22Q: 3 clusters Score -2243902 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16452 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -2243973.500000 Penalty: 4848.555664
	Iteration 23Q: 3 clusters Score -2243974 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16526 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -2244037.250000 Penalty: 4848.555664
	Iteration 24Q: 3 clusters Score -2244037 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16578 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -2244076.250000 Penalty: 4848.555664
	Iteration 25Q: 3 clusters Score -2244076 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16610 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -2244104.250000 Penalty: 4848.555664
	Iteration 26Q: 3 clusters Score -2244104 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16643 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -2244127.500000 Penalty: 4848.555664
	Iteration 27Q: 3 clusters Score -2244128 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16671 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -2244150.500000 Penalty: 4848.555664
	Iteration 28Q: 3 clusters Score -2244150 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16701 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -2244176.750000 Penalty: 4848.555664
	Iteration 29Q: 3 clusters Score -2244177 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16721 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -2244193.750000 Penalty: 4848.555664
	Iteration 30Q: 3 clusters Score -2244194 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16737 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -2244203.250000 Penalty: 4848.555664
	Iteration 31Q: 3 clusters Score -2244203 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16748 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -2244211.750000 Penalty: 4848.555664
	Iteration 32Q: 3 clusters Score -2244212 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16757 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -2244223.250000 Penalty: 4848.555664
	Iteration 33Q: 3 clusters Score -2244223 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16769 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -2244228.750000 Penalty: 4848.555664
	Iteration 34Q: 3 clusters Score -2244229 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16778 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -2244232.500000 Penalty: 4848.555664
	Iteration 35Q: 3 clusters Score -2244232 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16783 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -2244237.000000 Penalty: 4848.555664
	Iteration 36Q: 3 clusters Score -2244237 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16785 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -2244239.500000 Penalty: 4848.555664
	Iteration 37Q: 3 clusters Score -2244240 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16787 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -2244240.000000 Penalty: 4848.555664
	Iteration 38Q: 3 clusters Score -2244240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16789 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -2244242.500000 Penalty: 4848.555664
	Iteration 39Q: 3 clusters Score -2244242 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16789 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -2244242.500000 Penalty: 4848.555664
	Iteration 40F: 3 clusters Score -2244242 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (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: -65792.953125 Penalty: 1511.205322
	Iteration 0F: 2 clusters Score -65792.95 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 210 members 
Entering Unmasked Estep 
Score: -64393.117188 Penalty: 3022.410645
	Iteration 0F: 3 clusters Score -64393.12 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -64746.343750 Penalty: 3022.410645
	Iteration 1F: 3 clusters Score -64746.34 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -64924.328125 Penalty: 3022.410645
	Iteration 2F: 3 clusters Score -64924.33 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -65133.242188 Penalty: 3022.410645
	Iteration 3F: 3 clusters Score -65133.24 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -65233.394531 Penalty: 3022.410645
	Iteration 4Q: 3 clusters Score -65233.39 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -65327.656250 Penalty: 3022.410645
	Iteration 5Q: 3 clusters Score -65327.66 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -65422.683594 Penalty: 3022.410645
	Iteration 6Q: 3 clusters Score -65422.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -65431.304688 Penalty: 3022.410645
	Iteration 7Q: 3 clusters Score -65431.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -65431.304688 Penalty: 3022.410645
	Iteration 8F: 3 clusters Score -65431.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (11730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11730 members 
Entering Unmasked Estep 
Score: -1476954.625000 Penalty: 2323.736328
	Iteration 0F: 2 clusters Score -1476955 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -1468137.500000 Penalty: 4647.472656
	Iteration 0F: 3 clusters Score -1468138 nChanged 4971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -1470786.875000 Penalty: 4647.472656
	Iteration 1F: 3 clusters Score -1470787 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -1471111.875000 Penalty: 4647.472656
	Iteration 2F: 3 clusters Score -1471112 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -1471423.125000 Penalty: 4647.472656
	Iteration 3F: 3 clusters Score -1471423 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -1471725.000000 Penalty: 4647.472656
	Iteration 4Q: 3 clusters Score -1471725 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -1472049.875000 Penalty: 4647.472656
	Iteration 5Q: 3 clusters Score -1472050 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -1472393.500000 Penalty: 4647.472656
	Iteration 6Q: 3 clusters Score -1472394 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -1472780.500000 Penalty: 4647.472656
	Iteration 7Q: 3 clusters Score -1472780 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -1473236.125000 Penalty: 4647.472656
	Iteration 8F: 3 clusters Score -1473236 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -1473746.875000 Penalty: 4647.472656
	Iteration 9Q: 3 clusters Score -1473747 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -1474220.250000 Penalty: 4647.472656
	Iteration 10Q: 3 clusters Score -1474220 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -1474507.875000 Penalty: 4647.472656
	Iteration 11Q: 3 clusters Score -1474508 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -1474661.125000 Penalty: 4647.472656
	Iteration 12Q: 3 clusters Score -1474661 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -1474776.875000 Penalty: 4647.472656
	Iteration 13Q: 3 clusters Score -1474777 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -1474848.500000 Penalty: 4647.472656
	Iteration 14Q: 3 clusters Score -1474848 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -1474914.750000 Penalty: 4647.472656
	Iteration 15Q: 3 clusters Score -1474915 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -1474954.625000 Penalty: 4647.472656
	Iteration 16Q: 3 clusters Score -1474955 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -1474996.000000 Penalty: 4647.472656
	Iteration 17Q: 3 clusters Score -1474996 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -1475019.250000 Penalty: 4647.472656
	Iteration 18Q: 3 clusters Score -1475019 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -1475045.250000 Penalty: 4647.472656
	Iteration 19Q: 3 clusters Score -1475045 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -1475055.750000 Penalty: 4647.472656
	Iteration 20F: 3 clusters Score -1475056 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 8897 members 
Entering Unmasked Estep 
Score: -1475074.500000 Penalty: 4647.472656
	Iteration 21Q: 3 clusters Score -1475074 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 8933 members 
Entering Unmasked Estep 
Score: -1475084.125000 Penalty: 4647.472656
	Iteration 22Q: 3 clusters Score -1475084 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -1475094.250000 Penalty: 4647.472656
	Iteration 23Q: 3 clusters Score -1475094 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -1475108.500000 Penalty: 4647.472656
	Iteration 24Q: 3 clusters Score -1475108 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -1475121.000000 Penalty: 4647.472656
	Iteration 25Q: 3 clusters Score -1475121 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 9058 members 
Entering Unmasked Estep 
Score: -1475126.125000 Penalty: 4647.472656
	Iteration 26Q: 3 clusters Score -1475126 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -1475135.125000 Penalty: 4647.472656
	Iteration 27Q: 3 clusters Score -1475135 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 9100 members 
Entering Unmasked Estep 
Score: -1475138.500000 Penalty: 4647.472656
	Iteration 28Q: 3 clusters Score -1475138 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -1475142.500000 Penalty: 4647.472656
	Iteration 29Q: 3 clusters Score -1475142 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
Score: -1475143.625000 Penalty: 4647.472656
	Iteration 30Q: 3 clusters Score -1475144 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 9129 members 
Entering Unmasked Estep 
Score: -1475143.375000 Penalty: 4647.472656
	Iteration 31Q: 3 clusters Score -1475143 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -1475144.250000 Penalty: 4647.472656
	Iteration 32Q: 3 clusters Score -1475144 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -1475146.500000 Penalty: 4647.472656
	Iteration 33Q: 3 clusters Score -1475146 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -1475151.500000 Penalty: 4647.472656
	Iteration 34Q: 3 clusters Score -1475152 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -1475156.000000 Penalty: 4647.472656
	Iteration 35Q: 3 clusters Score -1475156 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -1475156.250000 Penalty: 4647.472656
	Iteration 36Q: 3 clusters Score -1475156 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -1475156.500000 Penalty: 4647.472656
	Iteration 37Q: 3 clusters Score -1475156 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 9166 members 
Entering Unmasked Estep 
Score: -1475156.125000 Penalty: 4647.472656
	Iteration 38Q: 3 clusters Score -1475156 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 9167 members 
Entering Unmasked Estep 
Score: -1475156.000000 Penalty: 4647.472656
	Iteration 39Q: 3 clusters Score -1475156 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 9167 members 
Entering Unmasked Estep 
Score: -1475156.000000 Penalty: 4647.472656
	Iteration 40F: 3 clusters Score -1475156 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (61447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61447 members 
Entering Unmasked Estep 
Score: -7817988.500000 Penalty: 2734.430664
	Iteration 0F: 2 clusters Score -7817988 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30839 members 
Mstep: Class 2 contains 30608 members 
Entering Unmasked Estep 
Score: -7776721.500000 Penalty: 5468.861328
	Iteration 0F: 3 clusters Score -7776722 nChanged 28658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31499 members 
Mstep: Class 2 contains 29948 members 
Entering Unmasked Estep 
Score: -7792571.500000 Penalty: 5468.861328
	Iteration 1F: 3 clusters Score -7792572 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32033 members 
Mstep: Class 2 contains 29414 members 
Entering Unmasked Estep 
Score: -7793116.000000 Penalty: 5468.861328
	Iteration 2Q: 3 clusters Score -7793116 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32760 members 
Mstep: Class 2 contains 28687 members 
Entering Unmasked Estep 
Score: -7793690.000000 Penalty: 5468.861328
	Iteration 3Q: 3 clusters Score -7793690 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33694 members 
Mstep: Class 2 contains 27753 members 
Entering Unmasked Estep 
Score: -7794329.500000 Penalty: 5468.861328
	Iteration 4Q: 3 clusters Score -7794330 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34949 members 
Mstep: Class 2 contains 26498 members 
Entering Unmasked Estep 
Score: -7795085.500000 Penalty: 5468.861328
	Iteration 5Q: 3 clusters Score -7795086 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36622 members 
Mstep: Class 2 contains 24825 members 
Entering Unmasked Estep 
Score: -7796083.000000 Penalty: 5468.861328
	Iteration 6Q: 3 clusters Score -7796083 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38835 members 
Mstep: Class 2 contains 22612 members 
Entering Unmasked Estep 
Score: -7797337.000000 Penalty: 5468.861328
	Iteration 7Q: 3 clusters Score -7797337 nChanged 3182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41743 members 
Mstep: Class 2 contains 19704 members 
Entering Unmasked Estep 
Score: -7799219.500000 Penalty: 5468.861328
	Iteration 8F: 3 clusters Score -7799220 nChanged 3821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45450 members 
Mstep: Class 2 contains 15997 members 
Entering Unmasked Estep 
Score: -7802053.500000 Penalty: 5468.861328
	Iteration 9F: 3 clusters Score -7802054 nChanged 4336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49732 members 
Mstep: Class 2 contains 11715 members 
Entering Unmasked Estep 
Score: -7805756.000000 Penalty: 5468.861328
	Iteration 10F: 3 clusters Score -7805756 nChanged 4151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53845 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -7809488.000000 Penalty: 5468.861328
	Iteration 11F: 3 clusters Score -7809488 nChanged 3118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56949 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -7812407.000000 Penalty: 5468.861328
	Iteration 12F: 3 clusters Score -7812407 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58756 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -7814067.500000 Penalty: 5468.861328
	Iteration 13Q: 3 clusters Score -7814068 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59675 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -7814897.000000 Penalty: 5468.861328
	Iteration 14Q: 3 clusters Score -7814897 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60121 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -7815341.000000 Penalty: 5468.861328
	Iteration 15Q: 3 clusters Score -7815341 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60327 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -7815571.000000 Penalty: 5468.861328
	Iteration 16Q: 3 clusters Score -7815571 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60432 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -7815720.500000 Penalty: 5468.861328
	Iteration 17Q: 3 clusters Score -7815720 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60496 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -7815825.500000 Penalty: 5468.861328
	Iteration 18Q: 3 clusters Score -7815826 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60527 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -7815882.000000 Penalty: 5468.861328
	Iteration 19Q: 3 clusters Score -7815882 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60566 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -7815911.500000 Penalty: 5468.861328
	Iteration 20F: 3 clusters Score -7815912 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60594 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -7815959.000000 Penalty: 5468.861328
	Iteration 21Q: 3 clusters Score -7815959 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60614 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -7815996.500000 Penalty: 5468.861328
	Iteration 22Q: 3 clusters Score -7815996 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60636 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -7816030.500000 Penalty: 5468.861328
	Iteration 23Q: 3 clusters Score -7816030 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60644 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -7816048.500000 Penalty: 5468.861328
	Iteration 24Q: 3 clusters Score -7816048 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60647 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -7816061.500000 Penalty: 5468.861328
	Iteration 25Q: 3 clusters Score -7816062 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60658 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -7816068.500000 Penalty: 5468.861328
	Iteration 26Q: 3 clusters Score -7816068 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60656 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -7816069.500000 Penalty: 5468.861328
	Iteration 27Q: 3 clusters Score -7816070 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60659 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -7816078.000000 Penalty: 5468.861328
	Iteration 28Q: 3 clusters Score -7816078 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60659 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -7816075.000000 Penalty: 5468.861328
	Iteration 29Q: 3 clusters Score -7816075 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60654 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -7816086.500000 Penalty: 5468.861328
	Iteration 30Q: 3 clusters Score -7816086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60652 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -7816087.500000 Penalty: 5468.861328
	Iteration 31Q: 3 clusters Score -7816088 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60652 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -7816087.500000 Penalty: 5468.861328
	Iteration 32F: 3 clusters Score -7816088 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (26450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26450 members 
Entering Unmasked Estep 
Score: -3332183.500000 Penalty: 2525.386719
	Iteration 0F: 2 clusters Score -3332184 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13337 members 
Mstep: Class 2 contains 13113 members 
Entering Unmasked Estep 
Score: -3313965.750000 Penalty: 5050.773438
	Iteration 0F: 3 clusters Score -3313966 nChanged 11864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14195 members 
Mstep: Class 2 contains 12255 members 
Entering Unmasked Estep 
Score: -3320377.250000 Penalty: 5050.773438
	Iteration 1F: 3 clusters Score -3320377 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14791 members 
Mstep: Class 2 contains 11659 members 
Entering Unmasked Estep 
Score: -3320912.000000 Penalty: 5050.773438
	Iteration 2F: 3 clusters Score -3320912 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15612 members 
Mstep: Class 2 contains 10838 members 
Entering Unmasked Estep 
Score: -3321506.250000 Penalty: 5050.773438
	Iteration 3F: 3 clusters Score -3321506 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16698 members 
Mstep: Class 2 contains 9752 members 
Entering Unmasked Estep 
Score: -3322197.750000 Penalty: 5050.773438
	Iteration 4F: 3 clusters Score -3322198 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18118 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -3323163.750000 Penalty: 5050.773438
	Iteration 5F: 3 clusters Score -3323164 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19795 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -3324472.500000 Penalty: 5050.773438
	Iteration 6F: 3 clusters Score -3324472 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21591 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -3326016.500000 Penalty: 5050.773438
	Iteration 7F: 3 clusters Score -3326016 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23200 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -3327424.000000 Penalty: 5050.773438
	Iteration 8F: 3 clusters Score -3327424 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24390 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -3328459.000000 Penalty: 5050.773438
	Iteration 9Q: 3 clusters Score -3328459 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25134 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -3329132.500000 Penalty: 5050.773438
	Iteration 10Q: 3 clusters Score -3329132 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25578 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -3329476.500000 Penalty: 5050.773438
	Iteration 11Q: 3 clusters Score -3329476 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25783 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -3329668.000000 Penalty: 5050.773438
	Iteration 12Q: 3 clusters Score -3329668 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25898 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -3329776.250000 Penalty: 5050.773438
	Iteration 13Q: 3 clusters Score -3329776 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25961 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -3329842.250000 Penalty: 5050.773438
	Iteration 14Q: 3 clusters Score -3329842 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25989 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -3329883.500000 Penalty: 5050.773438
	Iteration 15Q: 3 clusters Score -3329884 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26013 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -3329909.500000 Penalty: 5050.773438
	Iteration 16Q: 3 clusters Score -3329910 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26028 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -3329930.500000 Penalty: 5050.773438
	Iteration 17Q: 3 clusters Score -3329930 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26037 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -3329942.750000 Penalty: 5050.773438
	Iteration 18Q: 3 clusters Score -3329943 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26045 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -3329951.250000 Penalty: 5050.773438
	Iteration 19Q: 3 clusters Score -3329951 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26054 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -3329969.000000 Penalty: 5050.773438
	Iteration 20F: 3 clusters Score -3329969 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26059 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -3329974.250000 Penalty: 5050.773438
	Iteration 21Q: 3 clusters Score -3329974 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26061 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -3329973.250000 Penalty: 5050.773438
	Iteration 22Q: 3 clusters Score -3329973 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26065 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -3329976.750000 Penalty: 5050.773438
	Iteration 23Q: 3 clusters Score -3329977 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26067 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -3329979.000000 Penalty: 5050.773438
	Iteration 24Q: 3 clusters Score -3329979 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26067 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -3329991.250000 Penalty: 5050.773438
	Iteration 25Q: 3 clusters Score -3329991 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26070 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -3329991.500000 Penalty: 5050.773438
	Iteration 26Q: 3 clusters Score -3329992 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26072 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -3329996.250000 Penalty: 5050.773438
	Iteration 27Q: 3 clusters Score -3329996 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26072 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -3330000.250000 Penalty: 5050.773438
	Iteration 28Q: 3 clusters Score -3330000 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26074 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -3329999.500000 Penalty: 5050.773438
	Iteration 29Q: 3 clusters Score -3330000 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26077 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -3330001.000000 Penalty: 5050.773438
	Iteration 30Q: 3 clusters Score -3330001 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26079 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -3330007.000000 Penalty: 5050.773438
	Iteration 31Q: 3 clusters Score -3330007 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26079 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -3330008.000000 Penalty: 5050.773438
	Iteration 32Q: 3 clusters Score -3330008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26081 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -3330007.000000 Penalty: 5050.773438
	Iteration 33Q: 3 clusters Score -3330007 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26080 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -3330008.000000 Penalty: 5050.773438
	Iteration 34Q: 3 clusters Score -3330008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26082 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -3330011.250000 Penalty: 5050.773438
	Iteration 35Q: 3 clusters Score -3330011 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26082 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -3330015.750000 Penalty: 5050.773438
	Iteration 36Q: 3 clusters Score -3330016 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26086 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -3330021.750000 Penalty: 5050.773438
	Iteration 37Q: 3 clusters Score -3330022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26089 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -3330025.500000 Penalty: 5050.773438
	Iteration 38Q: 3 clusters Score -3330026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26088 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -3330028.750000 Penalty: 5050.773438
	Iteration 39Q: 3 clusters Score -3330029 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26088 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -3330028.750000 Penalty: 5050.773438
	Iteration 40F: 3 clusters Score -3330029 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (7331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Entering Unmasked Estep 
Score: -916540.125000 Penalty: 2207.166992
	Iteration 0F: 2 clusters Score -916540.1 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 3663 members 
Entering Unmasked Estep 
Score: -910614.812500 Penalty: 4414.333984
	Iteration 0F: 3 clusters Score -910614.8 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -912262.375000 Penalty: 4414.333984
	Iteration 1F: 3 clusters Score -912262.4 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -912560.937500 Penalty: 4414.333984
	Iteration 2F: 3 clusters Score -912560.9 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -912757.625000 Penalty: 4414.333984
	Iteration 3F: 3 clusters Score -912757.6 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -912970.125000 Penalty: 4414.333984
	Iteration 4Q: 3 clusters Score -912970.1 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -913176.625000 Penalty: 4414.333984
	Iteration 5Q: 3 clusters Score -913176.6 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -913397.125000 Penalty: 4414.333984
	Iteration 6Q: 3 clusters Score -913397.1 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -913670.312500 Penalty: 4414.333984
	Iteration 7Q: 3 clusters Score -913670.3 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -914048.687500 Penalty: 4414.333984
	Iteration 8F: 3 clusters Score -914048.7 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -914525.437500 Penalty: 4414.333984
	Iteration 9F: 3 clusters Score -914525.4 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -915031.750000 Penalty: 4414.333984
	Iteration 10F: 3 clusters Score -915031.8 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -915515.875000 Penalty: 4414.333984
	Iteration 11Q: 3 clusters Score -915515.9 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -915860.625000 Penalty: 4414.333984
	Iteration 12Q: 3 clusters Score -915860.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -916039.187500 Penalty: 4414.333984
	Iteration 13Q: 3 clusters Score -916039.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -916157.937500 Penalty: 4414.333984
	Iteration 14Q: 3 clusters Score -916157.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -916219.500000 Penalty: 4414.333984
	Iteration 15Q: 3 clusters Score -916219.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -916252.437500 Penalty: 4414.333984
	Iteration 16Q: 3 clusters Score -916252.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -916267.250000 Penalty: 4414.333984
	Iteration 17Q: 3 clusters Score -916267.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -916279.000000 Penalty: 4414.333984
	Iteration 18Q: 3 clusters Score -916279 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -916287.625000 Penalty: 4414.333984
	Iteration 19Q: 3 clusters Score -916287.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -916295.500000 Penalty: 4414.333984
	Iteration 20F: 3 clusters Score -916295.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -916298.812500 Penalty: 4414.333984
	Iteration 21Q: 3 clusters Score -916298.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -916304.312500 Penalty: 4414.333984
	Iteration 22Q: 3 clusters Score -916304.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -916309.625000 Penalty: 4414.333984
	Iteration 23Q: 3 clusters Score -916309.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -916311.187500 Penalty: 4414.333984
	Iteration 24Q: 3 clusters Score -916311.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -916313.375000 Penalty: 4414.333984
	Iteration 25Q: 3 clusters Score -916313.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -916313.687500 Penalty: 4414.333984
	Iteration 26Q: 3 clusters Score -916313.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -916315.562500 Penalty: 4414.333984
	Iteration 27Q: 3 clusters Score -916315.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -916320.625000 Penalty: 4414.333984
	Iteration 28Q: 3 clusters Score -916320.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -916323.375000 Penalty: 4414.333984
	Iteration 29Q: 3 clusters Score -916323.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -916326.312500 Penalty: 4414.333984
	Iteration 30Q: 3 clusters Score -916326.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -916326.187500 Penalty: 4414.333984
	Iteration 31Q: 3 clusters Score -916326.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -916326.750000 Penalty: 4414.333984
	Iteration 32Q: 3 clusters Score -916326.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -916326.750000 Penalty: 4414.333984
	Iteration 33F: 3 clusters Score -916326.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Entering Unmasked Estep 
Score: -33558.617188 Penalty: 1371.298340
	Iteration 0F: 2 clusters Score -33558.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -32391.898438 Penalty: 2742.596680
	Iteration 0F: 3 clusters Score -32391.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -32581.250000 Penalty: 2742.596680
	Iteration 1F: 3 clusters Score -32581.25 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -32664.644531 Penalty: 2742.596680
	Iteration 2Q: 3 clusters Score -32664.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -32676.738281 Penalty: 2742.596680
	Iteration 3Q: 3 clusters Score -32676.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -32683.648438 Penalty: 2742.596680
	Iteration 4Q: 3 clusters Score -32683.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -32694.324219 Penalty: 2742.596680
	Iteration 5Q: 3 clusters Score -32694.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -32700.236328 Penalty: 2742.596680
	Iteration 6Q: 3 clusters Score -32700.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -32722.126953 Penalty: 2742.596680
	Iteration 7Q: 3 clusters Score -32722.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -32732.562500 Penalty: 2742.596680
	Iteration 8Q: 3 clusters Score -32732.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -32732.562500 Penalty: 2742.596680
	Iteration 9F: 3 clusters Score -32732.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (3645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Entering Unmasked Estep 
Score: -453650.968750 Penalty: 2033.875732
	Iteration 0F: 2 clusters Score -453651 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -449998.156250 Penalty: 4067.751465
	Iteration 0F: 3 clusters Score -449998.2 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -450807.968750 Penalty: 4067.751465
	Iteration 1F: 3 clusters Score -450808 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -450999.968750 Penalty: 4067.751465
	Iteration 2F: 3 clusters Score -451000 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -451111.781250 Penalty: 4067.751465
	Iteration 3F: 3 clusters Score -451111.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -451177.625000 Penalty: 4067.751465
	Iteration 4Q: 3 clusters Score -451177.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -451221.687500 Penalty: 4067.751465
	Iteration 5Q: 3 clusters Score -451221.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -451252.625000 Penalty: 4067.751465
	Iteration 6Q: 3 clusters Score -451252.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -451276.187500 Penalty: 4067.751465
	Iteration 7Q: 3 clusters Score -451276.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -451295.812500 Penalty: 4067.751465
	Iteration 8Q: 3 clusters Score -451295.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -451314.093750 Penalty: 4067.751465
	Iteration 9Q: 3 clusters Score -451314.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -451329.281250 Penalty: 4067.751465
	Iteration 10Q: 3 clusters Score -451329.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -451342.906250 Penalty: 4067.751465
	Iteration 11Q: 3 clusters Score -451342.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -451352.062500 Penalty: 4067.751465
	Iteration 12Q: 3 clusters Score -451352.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -451360.375000 Penalty: 4067.751465
	Iteration 13Q: 3 clusters Score -451360.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -451369.375000 Penalty: 4067.751465
	Iteration 14Q: 3 clusters Score -451369.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -451379.187500 Penalty: 4067.751465
	Iteration 15Q: 3 clusters Score -451379.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -451388.125000 Penalty: 4067.751465
	Iteration 16Q: 3 clusters Score -451388.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -451395.906250 Penalty: 4067.751465
	Iteration 17Q: 3 clusters Score -451395.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -451403.781250 Penalty: 4067.751465
	Iteration 18Q: 3 clusters Score -451403.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -451412.156250 Penalty: 4067.751465
	Iteration 19Q: 3 clusters Score -451412.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -451423.812500 Penalty: 4067.751465
	Iteration 20F: 3 clusters Score -451423.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -451432.062500 Penalty: 4067.751465
	Iteration 21Q: 3 clusters Score -451432.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -451441.968750 Penalty: 4067.751465
	Iteration 22Q: 3 clusters Score -451442 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -451451.906250 Penalty: 4067.751465
	Iteration 23Q: 3 clusters Score -451451.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -451465.750000 Penalty: 4067.751465
	Iteration 24Q: 3 clusters Score -451465.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -451476.468750 Penalty: 4067.751465
	Iteration 25Q: 3 clusters Score -451476.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -451486.562500 Penalty: 4067.751465
	Iteration 26Q: 3 clusters Score -451486.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -451500.187500 Penalty: 4067.751465
	Iteration 27Q: 3 clusters Score -451500.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -451509.468750 Penalty: 4067.751465
	Iteration 28Q: 3 clusters Score -451509.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -451519.000000 Penalty: 4067.751465
	Iteration 29Q: 3 clusters Score -451519 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -451523.093750 Penalty: 4067.751465
	Iteration 30Q: 3 clusters Score -451523.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -451529.156250 Penalty: 4067.751465
	Iteration 31Q: 3 clusters Score -451529.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -451532.625000 Penalty: 4067.751465
	Iteration 32Q: 3 clusters Score -451532.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -451536.437500 Penalty: 4067.751465
	Iteration 33Q: 3 clusters Score -451536.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -451539.500000 Penalty: 4067.751465
	Iteration 34Q: 3 clusters Score -451539.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -451546.468750 Penalty: 4067.751465
	Iteration 35Q: 3 clusters Score -451546.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -451554.343750 Penalty: 4067.751465
	Iteration 36Q: 3 clusters Score -451554.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -451559.375000 Penalty: 4067.751465
	Iteration 37Q: 3 clusters Score -451559.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -451564.343750 Penalty: 4067.751465
	Iteration 38Q: 3 clusters Score -451564.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -451568.468750 Penalty: 4067.751465
	Iteration 39Q: 3 clusters Score -451568.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -451575.375000 Penalty: 4067.751465
	Iteration 40F: 3 clusters Score -451575.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -451580.125000 Penalty: 4067.751465
	Iteration 41Q: 3 clusters Score -451580.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -451585.625000 Penalty: 4067.751465
	Iteration 42Q: 3 clusters Score -451585.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -451590.937500 Penalty: 4067.751465
	Iteration 43Q: 3 clusters Score -451590.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -451599.937500 Penalty: 4067.751465
	Iteration 44Q: 3 clusters Score -451599.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -451611.937500 Penalty: 4067.751465
	Iteration 45Q: 3 clusters Score -451611.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -451631.062500 Penalty: 4067.751465
	Iteration 46Q: 3 clusters Score -451631.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -451660.000000 Penalty: 4067.751465
	Iteration 47Q: 3 clusters Score -451660 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -451676.156250 Penalty: 4067.751465
	Iteration 48Q: 3 clusters Score -451676.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -451691.406250 Penalty: 4067.751465
	Iteration 49Q: 3 clusters Score -451691.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -451710.781250 Penalty: 4067.751465
	Iteration 50Q: 3 clusters Score -451710.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -451725.312500 Penalty: 4067.751465
	Iteration 51Q: 3 clusters Score -451725.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -451738.656250 Penalty: 4067.751465
	Iteration 52Q: 3 clusters Score -451738.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -451751.343750 Penalty: 4067.751465
	Iteration 53Q: 3 clusters Score -451751.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -451762.468750 Penalty: 4067.751465
	Iteration 54Q: 3 clusters Score -451762.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -451768.593750 Penalty: 4067.751465
	Iteration 55Q: 3 clusters Score -451768.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -451776.562500 Penalty: 4067.751465
	Iteration 56Q: 3 clusters Score -451776.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -451786.875000 Penalty: 4067.751465
	Iteration 57Q: 3 clusters Score -451786.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -451792.906250 Penalty: 4067.751465
	Iteration 58Q: 3 clusters Score -451792.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -451795.531250 Penalty: 4067.751465
	Iteration 59Q: 3 clusters Score -451795.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -451798.312500 Penalty: 4067.751465
	Iteration 60F: 3 clusters Score -451798.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -451802.406250 Penalty: 4067.751465
	Iteration 61Q: 3 clusters Score -451802.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -451806.125000 Penalty: 4067.751465
	Iteration 62Q: 3 clusters Score -451806.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -451809.031250 Penalty: 4067.751465
	Iteration 63Q: 3 clusters Score -451809 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -451811.125000 Penalty: 4067.751465
	Iteration 64Q: 3 clusters Score -451811.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -451811.500000 Penalty: 4067.751465
	Iteration 65Q: 3 clusters Score -451811.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -451811.500000 Penalty: 4067.751465
	Iteration 66F: 3 clusters Score -451811.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (2904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Entering Unmasked Estep 
Score: -355109.250000 Penalty: 1977.513428
	Iteration 0F: 2 clusters Score -355109.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -351904.875000 Penalty: 3955.026855
	Iteration 0F: 3 clusters Score -351904.9 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -352579.687500 Penalty: 3955.026855
	Iteration 1F: 3 clusters Score -352579.7 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -352756.687500 Penalty: 3955.026855
	Iteration 2F: 3 clusters Score -352756.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -352885.062500 Penalty: 3955.026855
	Iteration 3F: 3 clusters Score -352885.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -353001.687500 Penalty: 3955.026855
	Iteration 4Q: 3 clusters Score -353001.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -353116.593750 Penalty: 3955.026855
	Iteration 5Q: 3 clusters Score -353116.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -353230.843750 Penalty: 3955.026855
	Iteration 6Q: 3 clusters Score -353230.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -353347.093750 Penalty: 3955.026855
	Iteration 7Q: 3 clusters Score -353347.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -353445.843750 Penalty: 3955.026855
	Iteration 8Q: 3 clusters Score -353445.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -353510.093750 Penalty: 3955.026855
	Iteration 9Q: 3 clusters Score -353510.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -353562.250000 Penalty: 3955.026855
	Iteration 10Q: 3 clusters Score -353562.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -353597.718750 Penalty: 3955.026855
	Iteration 11Q: 3 clusters Score -353597.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -353631.250000 Penalty: 3955.026855
	Iteration 12Q: 3 clusters Score -353631.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -353667.343750 Penalty: 3955.026855
	Iteration 13Q: 3 clusters Score -353667.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -353703.593750 Penalty: 3955.026855
	Iteration 14Q: 3 clusters Score -353703.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -353725.500000 Penalty: 3955.026855
	Iteration 15Q: 3 clusters Score -353725.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -353748.281250 Penalty: 3955.026855
	Iteration 16Q: 3 clusters Score -353748.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -353767.218750 Penalty: 3955.026855
	Iteration 17Q: 3 clusters Score -353767.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -353781.562500 Penalty: 3955.026855
	Iteration 18Q: 3 clusters Score -353781.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -353796.406250 Penalty: 3955.026855
	Iteration 19Q: 3 clusters Score -353796.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -353805.437500 Penalty: 3955.026855
	Iteration 20F: 3 clusters Score -353805.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -353813.031250 Penalty: 3955.026855
	Iteration 21Q: 3 clusters Score -353813 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -353822.343750 Penalty: 3955.026855
	Iteration 22Q: 3 clusters Score -353822.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -353825.656250 Penalty: 3955.026855
	Iteration 23Q: 3 clusters Score -353825.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -353828.875000 Penalty: 3955.026855
	Iteration 24Q: 3 clusters Score -353828.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -353830.125000 Penalty: 3955.026855
	Iteration 25Q: 3 clusters Score -353830.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -353832.500000 Penalty: 3955.026855
	Iteration 26Q: 3 clusters Score -353832.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -353835.781250 Penalty: 3955.026855
	Iteration 27Q: 3 clusters Score -353835.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -353836.843750 Penalty: 3955.026855
	Iteration 28Q: 3 clusters Score -353836.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -353840.468750 Penalty: 3955.026855
	Iteration 29Q: 3 clusters Score -353840.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -353844.125000 Penalty: 3955.026855
	Iteration 30Q: 3 clusters Score -353844.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -353849.656250 Penalty: 3955.026855
	Iteration 31Q: 3 clusters Score -353849.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -353854.625000 Penalty: 3955.026855
	Iteration 32Q: 3 clusters Score -353854.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -353864.218750 Penalty: 3955.026855
	Iteration 33Q: 3 clusters Score -353864.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -353876.625000 Penalty: 3955.026855
	Iteration 34Q: 3 clusters Score -353876.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -353891.031250 Penalty: 3955.026855
	Iteration 35Q: 3 clusters Score -353891 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -353906.093750 Penalty: 3955.026855
	Iteration 36Q: 3 clusters Score -353906.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -353918.937500 Penalty: 3955.026855
	Iteration 37Q: 3 clusters Score -353918.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -353938.906250 Penalty: 3955.026855
	Iteration 38Q: 3 clusters Score -353938.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -353955.750000 Penalty: 3955.026855
	Iteration 39Q: 3 clusters Score -353955.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -353979.531250 Penalty: 3955.026855
	Iteration 40F: 3 clusters Score -353979.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -354005.250000 Penalty: 3955.026855
	Iteration 41Q: 3 clusters Score -354005.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -354037.843750 Penalty: 3955.026855
	Iteration 42Q: 3 clusters Score -354037.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -354068.218750 Penalty: 3955.026855
	Iteration 43Q: 3 clusters Score -354068.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -354098.625000 Penalty: 3955.026855
	Iteration 44Q: 3 clusters Score -354098.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -354123.687500 Penalty: 3955.026855
	Iteration 45Q: 3 clusters Score -354123.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -354139.343750 Penalty: 3955.026855
	Iteration 46Q: 3 clusters Score -354139.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -354156.406250 Penalty: 3955.026855
	Iteration 47Q: 3 clusters Score -354156.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -354167.906250 Penalty: 3955.026855
	Iteration 48Q: 3 clusters Score -354167.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -354178.031250 Penalty: 3955.026855
	Iteration 49Q: 3 clusters Score -354178 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -354191.500000 Penalty: 3955.026855
	Iteration 50Q: 3 clusters Score -354191.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -354200.093750 Penalty: 3955.026855
	Iteration 51Q: 3 clusters Score -354200.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -354202.781250 Penalty: 3955.026855
	Iteration 52Q: 3 clusters Score -354202.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -354204.187500 Penalty: 3955.026855
	Iteration 53Q: 3 clusters Score -354204.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -354204.156250 Penalty: 3955.026855
	Iteration 54Q: 3 clusters Score -354204.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -354204.937500 Penalty: 3955.026855
	Iteration 55Q: 3 clusters Score -354204.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -354205.781250 Penalty: 3955.026855
	Iteration 56Q: 3 clusters Score -354205.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -354207.625000 Penalty: 3955.026855
	Iteration 57Q: 3 clusters Score -354207.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -354208.343750 Penalty: 3955.026855
	Iteration 58Q: 3 clusters Score -354208.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -354209.031250 Penalty: 3955.026855
	Iteration 59Q: 3 clusters Score -354209 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -354209.968750 Penalty: 3955.026855
	Iteration 60F: 3 clusters Score -354210 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (27237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27237 members 
Entering Unmasked Estep 
Score: -3561728.250000 Penalty: 2532.658203
	Iteration 0F: 2 clusters Score -3561728 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13638 members 
Mstep: Class 2 contains 13599 members 
Entering Unmasked Estep 
Score: -3542856.750000 Penalty: 5065.316406
	Iteration 0F: 3 clusters Score -3542857 nChanged 12149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13601 members 
Mstep: Class 2 contains 13636 members 
Entering Unmasked Estep 
Score: -3549593.250000 Penalty: 5065.316406
	Iteration 1F: 3 clusters Score -3549593 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13551 members 
Mstep: Class 2 contains 13686 members 
Entering Unmasked Estep 
Score: -3550116.250000 Penalty: 5065.316406
	Iteration 2F: 3 clusters Score -3550116 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13434 members 
Mstep: Class 2 contains 13803 members 
Entering Unmasked Estep 
Score: -3550645.250000 Penalty: 5065.316406
	Iteration 3Q: 3 clusters Score -3550645 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13259 members 
Mstep: Class 2 contains 13978 members 
Entering Unmasked Estep 
Score: -3551262.750000 Penalty: 5065.316406
	Iteration 4Q: 3 clusters Score -3551263 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12936 members 
Mstep: Class 2 contains 14301 members 
Entering Unmasked Estep 
Score: -3552027.250000 Penalty: 5065.316406
	Iteration 5F: 3 clusters Score -3552027 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12525 members 
Mstep: Class 2 contains 14712 members 
Entering Unmasked Estep 
Score: -3553049.000000 Penalty: 5065.316406
	Iteration 6F: 3 clusters Score -3553049 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12061 members 
Mstep: Class 2 contains 15176 members 
Entering Unmasked Estep 
Score: -3554350.250000 Penalty: 5065.316406
	Iteration 7F: 3 clusters Score -3554350 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11557 members 
Mstep: Class 2 contains 15680 members 
Entering Unmasked Estep 
Score: -3555709.750000 Penalty: 5065.316406
	Iteration 8F: 3 clusters Score -3555710 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11160 members 
Mstep: Class 2 contains 16077 members 
Entering Unmasked Estep 
Score: -3556765.000000 Penalty: 5065.316406
	Iteration 9F: 3 clusters Score -3556765 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10878 members 
Mstep: Class 2 contains 16359 members 
Entering Unmasked Estep 
Score: -3557424.500000 Penalty: 5065.316406
	Iteration 10Q: 3 clusters Score -3557424 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10694 members 
Mstep: Class 2 contains 16543 members 
Entering Unmasked Estep 
Score: -3557742.250000 Penalty: 5065.316406
	Iteration 11Q: 3 clusters Score -3557742 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10555 members 
Mstep: Class 2 contains 16682 members 
Entering Unmasked Estep 
Score: -3557870.500000 Penalty: 5065.316406
	Iteration 12Q: 3 clusters Score -3557870 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10429 members 
Mstep: Class 2 contains 16808 members 
Entering Unmasked Estep 
Score: -3557961.500000 Penalty: 5065.316406
	Iteration 13Q: 3 clusters Score -3557962 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10336 members 
Mstep: Class 2 contains 16901 members 
Entering Unmasked Estep 
Score: -3558010.750000 Penalty: 5065.316406
	Iteration 14Q: 3 clusters Score -3558011 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10242 members 
Mstep: Class 2 contains 16995 members 
Entering Unmasked Estep 
Score: -3558069.000000 Penalty: 5065.316406
	Iteration 15Q: 3 clusters Score -3558069 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10157 members 
Mstep: Class 2 contains 17080 members 
Entering Unmasked Estep 
Score: -3558085.750000 Penalty: 5065.316406
	Iteration 16Q: 3 clusters Score -3558086 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10083 members 
Mstep: Class 2 contains 17154 members 
Entering Unmasked Estep 
Score: -3558114.250000 Penalty: 5065.316406
	Iteration 17Q: 3 clusters Score -3558114 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10010 members 
Mstep: Class 2 contains 17227 members 
Entering Unmasked Estep 
Score: -3558128.000000 Penalty: 5065.316406
	Iteration 18Q: 3 clusters Score -3558128 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9942 members 
Mstep: Class 2 contains 17295 members 
Entering Unmasked Estep 
Score: -3558136.750000 Penalty: 5065.316406
	Iteration 19Q: 3 clusters Score -3558137 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 17351 members 
Entering Unmasked Estep 
Score: -3558141.500000 Penalty: 5065.316406
	Iteration 20F: 3 clusters Score -3558142 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9831 members 
Mstep: Class 2 contains 17406 members 
Entering Unmasked Estep 
Score: -3558156.500000 Penalty: 5065.316406
	Iteration 21Q: 3 clusters Score -3558156 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9761 members 
Mstep: Class 2 contains 17476 members 
Entering Unmasked Estep 
Score: -3558179.750000 Penalty: 5065.316406
	Iteration 22Q: 3 clusters Score -3558180 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 17546 members 
Entering Unmasked Estep 
Score: -3558191.750000 Penalty: 5065.316406
	Iteration 23Q: 3 clusters Score -3558192 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9633 members 
Mstep: Class 2 contains 17604 members 
Entering Unmasked Estep 
Score: -3558188.500000 Penalty: 5065.316406
	Iteration 24Q: 3 clusters Score -3558188 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 17656 members 
Entering Unmasked Estep 
Score: -3558199.000000 Penalty: 5065.316406
	Iteration 25Q: 3 clusters Score -3558199 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9518 members 
Mstep: Class 2 contains 17719 members 
Entering Unmasked Estep 
Score: -3558194.750000 Penalty: 5065.316406
	Iteration 26Q: 3 clusters Score -3558195 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 17776 members 
Entering Unmasked Estep 
Score: -3558224.750000 Penalty: 5065.316406
	Iteration 27Q: 3 clusters Score -3558225 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 17834 members 
Entering Unmasked Estep 
Score: -3558224.000000 Penalty: 5065.316406
	Iteration 28Q: 3 clusters Score -3558224 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9352 members 
Mstep: Class 2 contains 17885 members 
Entering Unmasked Estep 
Score: -3558237.750000 Penalty: 5065.316406
	Iteration 29Q: 3 clusters Score -3558238 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 17928 members 
Entering Unmasked Estep 
Score: -3558243.500000 Penalty: 5065.316406
	Iteration 30Q: 3 clusters Score -3558244 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 17967 members 
Entering Unmasked Estep 
Score: -3558249.750000 Penalty: 5065.316406
	Iteration 31Q: 3 clusters Score -3558250 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 18006 members 
Entering Unmasked Estep 
Score: -3558259.500000 Penalty: 5065.316406
	Iteration 32Q: 3 clusters Score -3558260 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9199 members 
Mstep: Class 2 contains 18038 members 
Entering Unmasked Estep 
Score: -3558265.000000 Penalty: 5065.316406
	Iteration 33Q: 3 clusters Score -3558265 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 18073 members 
Entering Unmasked Estep 
Score: -3558269.250000 Penalty: 5065.316406
	Iteration 34Q: 3 clusters Score -3558269 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 18116 members 
Entering Unmasked Estep 
Score: -3558271.500000 Penalty: 5065.316406
	Iteration 35Q: 3 clusters Score -3558272 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 18157 members 
Entering Unmasked Estep 
Score: -3558278.500000 Penalty: 5065.316406
	Iteration 36Q: 3 clusters Score -3558278 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 18193 members 
Entering Unmasked Estep 
Score: -3558281.250000 Penalty: 5065.316406
	Iteration 37Q: 3 clusters Score -3558281 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9007 members 
Mstep: Class 2 contains 18230 members 
Entering Unmasked Estep 
Score: -3558285.750000 Penalty: 5065.316406
	Iteration 38Q: 3 clusters Score -3558286 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 18265 members 
Entering Unmasked Estep 
Score: -3558284.000000 Penalty: 5065.316406
	Iteration 39Q: 3 clusters Score -3558284 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 18297 members 
Entering Unmasked Estep 
Score: -3558278.750000 Penalty: 5065.316406
	Iteration 40F: 3 clusters Score -3558279 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 18321 members 
Entering Unmasked Estep 
Score: -3558278.000000 Penalty: 5065.316406
	Iteration 41Q: 3 clusters Score -3558278 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 18346 members 
Entering Unmasked Estep 
Score: -3558277.750000 Penalty: 5065.316406
	Iteration 42Q: 3 clusters Score -3558278 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 18362 members 
Entering Unmasked Estep 
Score: -3558285.750000 Penalty: 5065.316406
	Iteration 43Q: 3 clusters Score -3558286 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 18393 members 
Entering Unmasked Estep 
Score: -3558283.500000 Penalty: 5065.316406
	Iteration 44Q: 3 clusters Score -3558284 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 18430 members 
Entering Unmasked Estep 
Score: -3558282.500000 Penalty: 5065.316406
	Iteration 45Q: 3 clusters Score -3558282 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 18471 members 
Entering Unmasked Estep 
Score: -3558284.750000 Penalty: 5065.316406
	Iteration 46Q: 3 clusters Score -3558285 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 18498 members 
Entering Unmasked Estep 
Score: -3558292.000000 Penalty: 5065.316406
	Iteration 47Q: 3 clusters Score -3558292 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 18528 members 
Entering Unmasked Estep 
Score: -3558282.500000 Penalty: 5065.316406
	Iteration 48Q: 3 clusters Score -3558282 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 18547 members 
Entering Unmasked Estep 
Score: -3558295.250000 Penalty: 5065.316406
	Iteration 49Q: 3 clusters Score -3558295 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 18577 members 
Entering Unmasked Estep 
Score: -3558307.000000 Penalty: 5065.316406
	Iteration 50Q: 3 clusters Score -3558307 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 18606 members 
Entering Unmasked Estep 
Score: -3558309.500000 Penalty: 5065.316406
	Iteration 51Q: 3 clusters Score -3558310 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 18635 members 
Entering Unmasked Estep 
Score: -3558309.000000 Penalty: 5065.316406
	Iteration 52Q: 3 clusters Score -3558309 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 18661 members 
Entering Unmasked Estep 
Score: -3558321.000000 Penalty: 5065.316406
	Iteration 53Q: 3 clusters Score -3558321 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 18691 members 
Entering Unmasked Estep 
Score: -3558326.000000 Penalty: 5065.316406
	Iteration 54Q: 3 clusters Score -3558326 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 18727 members 
Entering Unmasked Estep 
Score: -3558335.750000 Penalty: 5065.316406
	Iteration 55Q: 3 clusters Score -3558336 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 18768 members 
Entering Unmasked Estep 
Score: -3558328.250000 Penalty: 5065.316406
	Iteration 56Q: 3 clusters Score -3558328 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 18822 members 
Entering Unmasked Estep 
Score: -3558337.500000 Penalty: 5065.316406
	Iteration 57Q: 3 clusters Score -3558338 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 18878 members 
Entering Unmasked Estep 
Score: -3558333.000000 Penalty: 5065.316406
	Iteration 58Q: 3 clusters Score -3558333 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 18932 members 
Entering Unmasked Estep 
Score: -3558336.000000 Penalty: 5065.316406
	Iteration 59Q: 3 clusters Score -3558336 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 18994 members 
Entering Unmasked Estep 
Score: -3558348.250000 Penalty: 5065.316406
	Iteration 60F: 3 clusters Score -3558348 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 19047 members 
Entering Unmasked Estep 
Score: -3558362.750000 Penalty: 5065.316406
	Iteration 61Q: 3 clusters Score -3558363 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 19107 members 
Entering Unmasked Estep 
Score: -3558366.750000 Penalty: 5065.316406
	Iteration 62Q: 3 clusters Score -3558367 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 19179 members 
Entering Unmasked Estep 
Score: -3558384.750000 Penalty: 5065.316406
	Iteration 63Q: 3 clusters Score -3558385 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 19247 members 
Entering Unmasked Estep 
Score: -3558390.000000 Penalty: 5065.316406
	Iteration 64Q: 3 clusters Score -3558390 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 19309 members 
Entering Unmasked Estep 
Score: -3558411.250000 Penalty: 5065.316406
	Iteration 65Q: 3 clusters Score -3558411 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 19382 members 
Entering Unmasked Estep 
Score: -3558417.000000 Penalty: 5065.316406
	Iteration 66Q: 3 clusters Score -3558417 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 19465 members 
Entering Unmasked Estep 
Score: -3558424.500000 Penalty: 5065.316406
	Iteration 67Q: 3 clusters Score -3558424 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 19549 members 
Entering Unmasked Estep 
Score: -3558432.750000 Penalty: 5065.316406
	Iteration 68Q: 3 clusters Score -3558433 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 19630 members 
Entering Unmasked Estep 
Score: -3558449.250000 Penalty: 5065.316406
	Iteration 69Q: 3 clusters Score -3558449 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 19712 members 
Entering Unmasked Estep 
Score: -3558465.500000 Penalty: 5065.316406
	Iteration 70Q: 3 clusters Score -3558466 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 19788 members 
Entering Unmasked Estep 
Score: -3558484.250000 Penalty: 5065.316406
	Iteration 71Q: 3 clusters Score -3558484 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 19876 members 
Entering Unmasked Estep 
Score: -3558500.750000 Penalty: 5065.316406
	Iteration 72Q: 3 clusters Score -3558501 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 19967 members 
Entering Unmasked Estep 
Score: -3558511.000000 Penalty: 5065.316406
	Iteration 73Q: 3 clusters Score -3558511 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 20068 members 
Entering Unmasked Estep 
Score: -3558532.500000 Penalty: 5065.316406
	Iteration 74Q: 3 clusters Score -3558532 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 20169 members 
Entering Unmasked Estep 
Score: -3558544.500000 Penalty: 5065.316406
	Iteration 75Q: 3 clusters Score -3558544 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 20256 members 
Entering Unmasked Estep 
Score: -3558568.000000 Penalty: 5065.316406
	Iteration 76Q: 3 clusters Score -3558568 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 20352 members 
Entering Unmasked Estep 
Score: -3558595.750000 Penalty: 5065.316406
	Iteration 77Q: 3 clusters Score -3558596 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 20462 members 
Entering Unmasked Estep 
Score: -3558626.500000 Penalty: 5065.316406
	Iteration 78Q: 3 clusters Score -3558626 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 20590 members 
Entering Unmasked Estep 
Score: -3558677.250000 Penalty: 5065.316406
	Iteration 79Q: 3 clusters Score -3558677 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 20721 members 
Entering Unmasked Estep 
Score: -3558704.000000 Penalty: 5065.316406
	Iteration 80F: 3 clusters Score -3558704 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 20859 members 
Entering Unmasked Estep 
Score: -3558746.250000 Penalty: 5065.316406
	Iteration 81Q: 3 clusters Score -3558746 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 20995 members 
Entering Unmasked Estep 
Score: -3558781.750000 Penalty: 5065.316406
	Iteration 82Q: 3 clusters Score -3558782 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 21132 members 
Entering Unmasked Estep 
Score: -3558819.000000 Penalty: 5065.316406
	Iteration 83Q: 3 clusters Score -3558819 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 21264 members 
Entering Unmasked Estep 
Score: -3558851.000000 Penalty: 5065.316406
	Iteration 84Q: 3 clusters Score -3558851 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 21393 members 
Entering Unmasked Estep 
Score: -3558886.000000 Penalty: 5065.316406
	Iteration 85Q: 3 clusters Score -3558886 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 21513 members 
Entering Unmasked Estep 
Score: -3558909.250000 Penalty: 5065.316406
	Iteration 86Q: 3 clusters Score -3558909 nChanged 124
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 21635 members 
Entering Unmasked Estep 
Score: -3558948.500000 Penalty: 5065.316406
	Iteration 87Q: 3 clusters Score -3558948 nChanged 118
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 21751 members 
Entering Unmasked Estep 
Score: -3558983.250000 Penalty: 5065.316406
	Iteration 88Q: 3 clusters Score -3558983 nChanged 119
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 21866 members 
Entering Unmasked Estep 
Score: -3559002.250000 Penalty: 5065.316406
	Iteration 89Q: 3 clusters Score -3559002 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 21969 members 
Entering Unmasked Estep 
Score: -3559017.000000 Penalty: 5065.316406
	Iteration 90Q: 3 clusters Score -3559017 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 22061 members 
Entering Unmasked Estep 
Score: -3559019.250000 Penalty: 5065.316406
	Iteration 91Q: 3 clusters Score -3559019 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 22151 members 
Entering Unmasked Estep 
Score: -3559038.250000 Penalty: 5065.316406
	Iteration 92Q: 3 clusters Score -3559038 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 22225 members 
Entering Unmasked Estep 
Score: -3559052.250000 Penalty: 5065.316406
	Iteration 93Q: 3 clusters Score -3559052 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
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Entering Unmasked Estep 
Score: -3559078.500000 Penalty: 5065.316406
	Iteration 94Q: 3 clusters Score -3559078 nChanged 76
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 22382 members 
Entering Unmasked Estep 
Score: -3559102.000000 Penalty: 5065.316406
	Iteration 95Q: 3 clusters Score -3559102 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 22460 members 
Entering Unmasked Estep 
Score: -3559112.750000 Penalty: 5065.316406
	Iteration 96Q: 3 clusters Score -3559113 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 22542 members 
Entering Unmasked Estep 
Score: -3559116.500000 Penalty: 5065.316406
	Iteration 97Q: 3 clusters Score -3559116 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 22620 members 
Entering Unmasked Estep 
Score: -3559142.000000 Penalty: 5065.316406
	Iteration 98Q: 3 clusters Score -3559142 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 22705 members 
Entering Unmasked Estep 
Score: -3559151.500000 Penalty: 5065.316406
	Iteration 99Q: 3 clusters Score -3559152 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 22785 members 
Entering Unmasked Estep 
Score: -3559164.500000 Penalty: 5065.316406
	Iteration 100F: 3 clusters Score -3559164 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 22869 members 
Entering Unmasked Estep 
Score: -3559174.500000 Penalty: 5065.316406
	Iteration 101Q: 3 clusters Score -3559174 nChanged 73
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 22942 members 
Entering Unmasked Estep 
Score: -3559199.500000 Penalty: 5065.316406
	Iteration 102Q: 3 clusters Score -3559200 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 23025 members 
Entering Unmasked Estep 
Score: -3559217.250000 Penalty: 5065.316406
	Iteration 103Q: 3 clusters Score -3559217 nChanged 89
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 23114 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -3559248 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 23204 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -3559251 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 23283 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -3559257 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 23353 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -3559269 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 23410 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -3559280 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 23475 members 
Entering Unmasked Estep 
Score: -3559291.500000 Penalty: 5065.316406
	Iteration 109Q: 3 clusters Score -3559292 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 23538 members 
Entering Unmasked Estep 
Score: -3559306.000000 Penalty: 5065.316406
	Iteration 110Q: 3 clusters Score -3559306 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 23588 members 
Entering Unmasked Estep 
Score: -3559310.750000 Penalty: 5065.316406
	Iteration 111Q: 3 clusters Score -3559311 nChanged 48
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Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 23634 members 
Entering Unmasked Estep 
Score: -3559315.000000 Penalty: 5065.316406
	Iteration 112Q: 3 clusters Score -3559315 nChanged 61
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Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 23693 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -3559326 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 23754 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -3559343 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 23808 members 
Entering Unmasked Estep 
Score: -3559353.500000 Penalty: 5065.316406
	Iteration 115Q: 3 clusters Score -3559354 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 23862 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -3559364 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 23912 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -3559376 nChanged 57
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Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 23967 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -3559396 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 24017 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -3559407 nChanged 51
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Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 24068 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -3559432 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 24126 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -3559434 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 24184 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -3559444 nChanged 61
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Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 24245 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -3559457 nChanged 58
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 24301 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -3559470 nChanged 53
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 24354 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -3559478 nChanged 41
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Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 24395 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -3559486 nChanged 37
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 24432 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -3559492 nChanged 39
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Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 24471 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -3559498 nChanged 37
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Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 24506 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -3559498 nChanged 20
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Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 24524 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -3559500 nChanged 18
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Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 24540 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -3559511 nChanged 18
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Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 24558 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -3559510 nChanged 15
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Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 24573 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -3559510 nChanged 14
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Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 24587 members 
Entering Unmasked Estep 
Score: -3559520.000000 Penalty: 5065.316406
	Iteration 134Q: 3 clusters Score -3559520 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 24604 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -3559519 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 24620 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -3559520 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 24632 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -3559525 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 24644 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -3559534 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 24656 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -3559535 nChanged 17
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Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 24673 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -3559537 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 24689 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -3559536 nChanged 13
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Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 24702 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -3559536 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 24714 members 
Entering Unmasked Estep 
Score: -3559539.500000 Penalty: 5065.316406
	Iteration 143Q: 3 clusters Score -3559540 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 24728 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -3559551 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 24740 members 
Entering Unmasked Estep 
Score: -3559561.000000 Penalty: 5065.316406
	Iteration 145Q: 3 clusters Score -3559561 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 24750 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -3559563 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 24760 members 
Entering Unmasked Estep 
Score: -3559564.250000 Penalty: 5065.316406
	Iteration 147Q: 3 clusters Score -3559564 nChanged 12
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 24772 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -3559565 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 24791 members 
Entering Unmasked Estep 
Score: -3559567.000000 Penalty: 5065.316406
	Iteration 149Q: 3 clusters Score -3559567 nChanged 18
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Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 24809 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -3559568 nChanged 18
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Mstep: Class 1 contains 2410 members 
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Entering Unmasked Estep 
Score: -3559575.500000 Penalty: 5065.316406
	Iteration 151Q: 3 clusters Score -3559576 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 24838 members 
Entering Unmasked Estep 
Score: -3559570.000000 Penalty: 5065.316406
	Iteration 152Q: 3 clusters Score -3559570 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 24851 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -3559575 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 24871 members 
Entering Unmasked Estep 
Score: -3559580.000000 Penalty: 5065.316406
	Iteration 154Q: 3 clusters Score -3559580 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 24892 members 
Entering Unmasked Estep 
Score: -3559577.750000 Penalty: 5065.316406
	Iteration 155Q: 3 clusters Score -3559578 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 24913 members 
Entering Unmasked Estep 
Score: -3559587.250000 Penalty: 5065.316406
	Iteration 156Q: 3 clusters Score -3559587 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 24932 members 
Entering Unmasked Estep 
Score: -3559594.750000 Penalty: 5065.316406
	Iteration 157Q: 3 clusters Score -3559595 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 24952 members 
Entering Unmasked Estep 
Score: -3559591.250000 Penalty: 5065.316406
	Iteration 158Q: 3 clusters Score -3559591 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 24972 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -3559595 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 24989 members 
Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -3559587 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 25005 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -3559588 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 25026 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -3559596 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 25039 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -3559597 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 25050 members 
Entering Unmasked Estep 
Score: -3559603.500000 Penalty: 5065.316406
	Iteration 164Q: 3 clusters Score -3559604 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 25064 members 
Entering Unmasked Estep 
Score: -3559605.000000 Penalty: 5065.316406
	Iteration 165Q: 3 clusters Score -3559605 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 25075 members 
Entering Unmasked Estep 
Score: -3559619.500000 Penalty: 5065.316406
	Iteration 166Q: 3 clusters Score -3559620 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 25088 members 
Entering Unmasked Estep 
Score: -3559615.250000 Penalty: 5065.316406
	Iteration 167Q: 3 clusters Score -3559615 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 25105 members 
Entering Unmasked Estep 
Score: -3559620.750000 Penalty: 5065.316406
	Iteration 168Q: 3 clusters Score -3559621 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 25119 members 
Entering Unmasked Estep 
Score: -3559620.250000 Penalty: 5065.316406
	Iteration 169Q: 3 clusters Score -3559620 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 25131 members 
Entering Unmasked Estep 
Score: -3559626.250000 Penalty: 5065.316406
	Iteration 170Q: 3 clusters Score -3559626 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 25142 members 
Entering Unmasked Estep 
Score: -3559628.250000 Penalty: 5065.316406
	Iteration 171Q: 3 clusters Score -3559628 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 25157 members 
Entering Unmasked Estep 
Score: -3559633.750000 Penalty: 5065.316406
	Iteration 172Q: 3 clusters Score -3559634 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 25171 members 
Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -3559634 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 25179 members 
Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -3559634 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 25191 members 
Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -3559635 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 25205 members 
Entering Unmasked Estep 
Score: -3559630.750000 Penalty: 5065.316406
	Iteration 176Q: 3 clusters Score -3559631 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 25216 members 
Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -3559631 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 25224 members 
Entering Unmasked Estep 
Score: -3559644.000000 Penalty: 5065.316406
	Iteration 178Q: 3 clusters Score -3559644 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 25229 members 
Entering Unmasked Estep 
Score: -3559645.750000 Penalty: 5065.316406
	Iteration 179Q: 3 clusters Score -3559646 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 25235 members 
Entering Unmasked Estep 
Score: -3559648.000000 Penalty: 5065.316406
	Iteration 180F: 3 clusters Score -3559648 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 25243 members 
Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -3559651 nChanged 7
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Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 25250 members 
Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -3559653 nChanged 12
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Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 25262 members 
Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -3559652 nChanged 14
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Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 25274 members 
Entering Unmasked Estep 
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	Iteration 184Q: 3 clusters Score -3559658 nChanged 10
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Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 25284 members 
Entering Unmasked Estep 
Score: -3559669.000000 Penalty: 5065.316406
	Iteration 185Q: 3 clusters Score -3559669 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 25300 members 
Entering Unmasked Estep 
Score: -3559660.500000 Penalty: 5065.316406
	Iteration 186Q: 3 clusters Score -3559660 nChanged 14
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Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 25312 members 
Entering Unmasked Estep 
Score: -3559668.250000 Penalty: 5065.316406
	Iteration 187Q: 3 clusters Score -3559668 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 25327 members 
Entering Unmasked Estep 
Score: -3559672.000000 Penalty: 5065.316406
	Iteration 188Q: 3 clusters Score -3559672 nChanged 11
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Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 25338 members 
Entering Unmasked Estep 
Score: -3559674.000000 Penalty: 5065.316406
	Iteration 189Q: 3 clusters Score -3559674 nChanged 7
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Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 25345 members 
Entering Unmasked Estep 
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	Iteration 190Q: 3 clusters Score -3559676 nChanged 5
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Mstep: Class 1 contains 1887 members 
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Entering Unmasked Estep 
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	Iteration 191Q: 3 clusters Score -3559674 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 25359 members 
Entering Unmasked Estep 
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	Iteration 192Q: 3 clusters Score -3559676 nChanged 10
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Mstep: Class 1 contains 1868 members 
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Entering Unmasked Estep 
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	Iteration 193Q: 3 clusters Score -3559676 nChanged 10
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Mstep: Class 1 contains 1858 members 
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	Iteration 194Q: 3 clusters Score -3559674 nChanged 8
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Mstep: Class 1 contains 1850 members 
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Entering Unmasked Estep 
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	Iteration 195Q: 3 clusters Score -3559677 nChanged 17
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Mstep: Class 1 contains 1835 members 
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Entering Unmasked Estep 
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	Iteration 196Q: 3 clusters Score -3559678 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1826 members 
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Entering Unmasked Estep 
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	Iteration 197Q: 3 clusters Score -3559683 nChanged 16
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Entering Unmasked Estep 
Score: -3559692.250000 Penalty: 5065.316406
	Iteration 198Q: 3 clusters Score -3559692 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 25443 members 
Entering Unmasked Estep 
Score: -3559696.000000 Penalty: 5065.316406
	Iteration 199Q: 3 clusters Score -3559696 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 25459 members 
Entering Unmasked Estep 
Score: -3559696.500000 Penalty: 5065.316406
	Iteration 200F: 3 clusters Score -3559696 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 25475 members 
Entering Unmasked Estep 
Score: -3559699.750000 Penalty: 5065.316406
	Iteration 201Q: 3 clusters Score -3559700 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 25491 members 
Entering Unmasked Estep 
Score: -3559707.000000 Penalty: 5065.316406
	Iteration 202Q: 3 clusters Score -3559707 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 25501 members 
Entering Unmasked Estep 
Score: -3559711.750000 Penalty: 5065.316406
	Iteration 203Q: 3 clusters Score -3559712 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 25512 members 
Entering Unmasked Estep 
Score: -3559711.500000 Penalty: 5065.316406
	Iteration 204Q: 3 clusters Score -3559712 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 25518 members 
Entering Unmasked Estep 
Score: -3559716.750000 Penalty: 5065.316406
	Iteration 205Q: 3 clusters Score -3559717 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 25523 members 
Entering Unmasked Estep 
Score: -3559716.000000 Penalty: 5065.316406
	Iteration 206Q: 3 clusters Score -3559716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 25526 members 
Entering Unmasked Estep 
Score: -3559716.250000 Penalty: 5065.316406
	Iteration 207Q: 3 clusters Score -3559716 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 25530 members 
Entering Unmasked Estep 
Score: -3559715.000000 Penalty: 5065.316406
	Iteration 208Q: 3 clusters Score -3559715 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 25534 members 
Entering Unmasked Estep 
Score: -3559712.500000 Penalty: 5065.316406
	Iteration 209Q: 3 clusters Score -3559712 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 25536 members 
Entering Unmasked Estep 
Score: -3559716.500000 Penalty: 5065.316406
	Iteration 210Q: 3 clusters Score -3559716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 25537 members 
Entering Unmasked Estep 
Score: -3559717.250000 Penalty: 5065.316406
	Iteration 211Q: 3 clusters Score -3559717 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 25537 members 
Entering Unmasked Estep 
Score: -3559719.250000 Penalty: 5065.316406
	Iteration 212Q: 3 clusters Score -3559719 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 25537 members 
Entering Unmasked Estep 
Score: -3559719.250000 Penalty: 5065.316406
	Iteration 213F: 3 clusters Score -3559719 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (11213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11213 members 
Entering Unmasked Estep 
Score: -1410234.625000 Penalty: 2312.557617
	Iteration 0F: 2 clusters Score -1410235 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -1401796.875000 Penalty: 4625.115234
	Iteration 0F: 3 clusters Score -1401797 nChanged 4713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -1404488.625000 Penalty: 4625.115234
	Iteration 1F: 3 clusters Score -1404489 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -1405013.375000 Penalty: 4625.115234
	Iteration 2F: 3 clusters Score -1405013 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -1405447.000000 Penalty: 4625.115234
	Iteration 3F: 3 clusters Score -1405447 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -1405893.375000 Penalty: 4625.115234
	Iteration 4F: 3 clusters Score -1405893 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -1406320.125000 Penalty: 4625.115234
	Iteration 5F: 3 clusters Score -1406320 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -1406788.250000 Penalty: 4625.115234
	Iteration 6F: 3 clusters Score -1406788 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -1407257.625000 Penalty: 4625.115234
	Iteration 7F: 3 clusters Score -1407258 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -1407691.250000 Penalty: 4625.115234
	Iteration 8Q: 3 clusters Score -1407691 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -1408027.875000 Penalty: 4625.115234
	Iteration 9Q: 3 clusters Score -1408028 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -1408237.125000 Penalty: 4625.115234
	Iteration 10Q: 3 clusters Score -1408237 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -1408373.250000 Penalty: 4625.115234
	Iteration 11Q: 3 clusters Score -1408373 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -1408455.875000 Penalty: 4625.115234
	Iteration 12Q: 3 clusters Score -1408456 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -1408506.500000 Penalty: 4625.115234
	Iteration 13Q: 3 clusters Score -1408506 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -1408532.750000 Penalty: 4625.115234
	Iteration 14Q: 3 clusters Score -1408533 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -1408547.875000 Penalty: 4625.115234
	Iteration 15Q: 3 clusters Score -1408548 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -1408561.375000 Penalty: 4625.115234
	Iteration 16Q: 3 clusters Score -1408561 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -1408571.875000 Penalty: 4625.115234
	Iteration 17Q: 3 clusters Score -1408572 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -1408580.500000 Penalty: 4625.115234
	Iteration 18Q: 3 clusters Score -1408580 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -1408586.500000 Penalty: 4625.115234
	Iteration 19Q: 3 clusters Score -1408586 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -1408587.750000 Penalty: 4625.115234
	Iteration 20F: 3 clusters Score -1408588 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -1408592.750000 Penalty: 4625.115234
	Iteration 21Q: 3 clusters Score -1408593 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -1408594.625000 Penalty: 4625.115234
	Iteration 22Q: 3 clusters Score -1408595 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -1408597.250000 Penalty: 4625.115234
	Iteration 23Q: 3 clusters Score -1408597 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -1408603.000000 Penalty: 4625.115234
	Iteration 24Q: 3 clusters Score -1408603 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -1408602.000000 Penalty: 4625.115234
	Iteration 25Q: 3 clusters Score -1408602 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -1408605.625000 Penalty: 4625.115234
	Iteration 26Q: 3 clusters Score -1408606 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -1408607.750000 Penalty: 4625.115234
	Iteration 27Q: 3 clusters Score -1408608 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -1408607.375000 Penalty: 4625.115234
	Iteration 28Q: 3 clusters Score -1408607 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -1408607.250000 Penalty: 4625.115234
	Iteration 29Q: 3 clusters Score -1408607 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -1408605.750000 Penalty: 4625.115234
	Iteration 30Q: 3 clusters Score -1408606 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -1408609.625000 Penalty: 4625.115234
	Iteration 31Q: 3 clusters Score -1408610 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -1408604.125000 Penalty: 4625.115234
	Iteration 32Q: 3 clusters Score -1408604 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -1408608.875000 Penalty: 4625.115234
	Iteration 33Q: 3 clusters Score -1408609 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -1408608.750000 Penalty: 4625.115234
	Iteration 34Q: 3 clusters Score -1408609 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -1408611.125000 Penalty: 4625.115234
	Iteration 35Q: 3 clusters Score -1408611 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -1408609.625000 Penalty: 4625.115234
	Iteration 36Q: 3 clusters Score -1408610 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -1408610.750000 Penalty: 4625.115234
	Iteration 37Q: 3 clusters Score -1408611 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -1408610.750000 Penalty: 4625.115234
	Iteration 38Q: 3 clusters Score -1408611 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -1408609.875000 Penalty: 4625.115234
	Iteration 39Q: 3 clusters Score -1408610 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -1408612.875000 Penalty: 4625.115234
	Iteration 40F: 3 clusters Score -1408613 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -1408614.250000 Penalty: 4625.115234
	Iteration 41Q: 3 clusters Score -1408614 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -1408618.750000 Penalty: 4625.115234
	Iteration 42Q: 3 clusters Score -1408619 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -1408620.000000 Penalty: 4625.115234
	Iteration 43Q: 3 clusters Score -1408620 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -1408622.375000 Penalty: 4625.115234
	Iteration 44Q: 3 clusters Score -1408622 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -1408622.625000 Penalty: 4625.115234
	Iteration 45Q: 3 clusters Score -1408623 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -1408624.125000 Penalty: 4625.115234
	Iteration 46Q: 3 clusters Score -1408624 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -1408627.125000 Penalty: 4625.115234
	Iteration 47Q: 3 clusters Score -1408627 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -1408627.000000 Penalty: 4625.115234
	Iteration 48Q: 3 clusters Score -1408627 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -1408629.625000 Penalty: 4625.115234
	Iteration 49Q: 3 clusters Score -1408630 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -1408632.875000 Penalty: 4625.115234
	Iteration 50Q: 3 clusters Score -1408633 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -1408636.250000 Penalty: 4625.115234
	Iteration 51Q: 3 clusters Score -1408636 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -1408638.875000 Penalty: 4625.115234
	Iteration 52Q: 3 clusters Score -1408639 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -1408646.625000 Penalty: 4625.115234
	Iteration 53Q: 3 clusters Score -1408647 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -1408659.250000 Penalty: 4625.115234
	Iteration 54Q: 3 clusters Score -1408659 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -1408666.875000 Penalty: 4625.115234
	Iteration 55Q: 3 clusters Score -1408667 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -1408687.375000 Penalty: 4625.115234
	Iteration 56Q: 3 clusters Score -1408687 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -1408692.500000 Penalty: 4625.115234
	Iteration 57Q: 3 clusters Score -1408692 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -1408704.500000 Penalty: 4625.115234
	Iteration 58Q: 3 clusters Score -1408704 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -1408720.625000 Penalty: 4625.115234
	Iteration 59Q: 3 clusters Score -1408721 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -1408741.625000 Penalty: 4625.115234
	Iteration 60F: 3 clusters Score -1408742 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -1408771.750000 Penalty: 4625.115234
	Iteration 61Q: 3 clusters Score -1408772 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -1408803.375000 Penalty: 4625.115234
	Iteration 62Q: 3 clusters Score -1408803 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -1408830.250000 Penalty: 4625.115234
	Iteration 63Q: 3 clusters Score -1408830 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -1408869.375000 Penalty: 4625.115234
	Iteration 64Q: 3 clusters Score -1408869 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -1408895.500000 Penalty: 4625.115234
	Iteration 65Q: 3 clusters Score -1408896 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -1408925.625000 Penalty: 4625.115234
	Iteration 66Q: 3 clusters Score -1408926 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -1408953.375000 Penalty: 4625.115234
	Iteration 67Q: 3 clusters Score -1408953 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -1408969.000000 Penalty: 4625.115234
	Iteration 68Q: 3 clusters Score -1408969 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -1408980.875000 Penalty: 4625.115234
	Iteration 69Q: 3 clusters Score -1408981 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -1408992.000000 Penalty: 4625.115234
	Iteration 70Q: 3 clusters Score -1408992 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -1409005.125000 Penalty: 4625.115234
	Iteration 71Q: 3 clusters Score -1409005 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -1409026.875000 Penalty: 4625.115234
	Iteration 72Q: 3 clusters Score -1409027 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -1409030.750000 Penalty: 4625.115234
	Iteration 73Q: 3 clusters Score -1409031 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -1409038.250000 Penalty: 4625.115234
	Iteration 74Q: 3 clusters Score -1409038 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -1409047.000000 Penalty: 4625.115234
	Iteration 75Q: 3 clusters Score -1409047 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -1409055.250000 Penalty: 4625.115234
	Iteration 76Q: 3 clusters Score -1409055 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -1409059.750000 Penalty: 4625.115234
	Iteration 77Q: 3 clusters Score -1409060 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -1409068.000000 Penalty: 4625.115234
	Iteration 78Q: 3 clusters Score -1409068 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -1409073.250000 Penalty: 4625.115234
	Iteration 79Q: 3 clusters Score -1409073 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -1409078.125000 Penalty: 4625.115234
	Iteration 80F: 3 clusters Score -1409078 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -1409075.750000 Penalty: 4625.115234
	Iteration 81Q: 3 clusters Score -1409076 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -1409078.625000 Penalty: 4625.115234
	Iteration 82Q: 3 clusters Score -1409079 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -1409085.875000 Penalty: 4625.115234
	Iteration 83Q: 3 clusters Score -1409086 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -1409086.500000 Penalty: 4625.115234
	Iteration 84Q: 3 clusters Score -1409086 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -1409091.875000 Penalty: 4625.115234
	Iteration 85Q: 3 clusters Score -1409092 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -1409091.000000 Penalty: 4625.115234
	Iteration 86Q: 3 clusters Score -1409091 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -1409089.375000 Penalty: 4625.115234
	Iteration 87Q: 3 clusters Score -1409089 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -1409095.750000 Penalty: 4625.115234
	Iteration 88Q: 3 clusters Score -1409096 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -1409098.750000 Penalty: 4625.115234
	Iteration 89Q: 3 clusters Score -1409099 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -1409094.000000 Penalty: 4625.115234
	Iteration 90Q: 3 clusters Score -1409094 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -1409094.250000 Penalty: 4625.115234
	Iteration 91Q: 3 clusters Score -1409094 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -1409096.500000 Penalty: 4625.115234
	Iteration 92Q: 3 clusters Score -1409096 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -1409095.125000 Penalty: 4625.115234
	Iteration 93Q: 3 clusters Score -1409095 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -1409094.875000 Penalty: 4625.115234
	Iteration 94Q: 3 clusters Score -1409095 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -1409097.500000 Penalty: 4625.115234
	Iteration 95Q: 3 clusters Score -1409098 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -1409098.625000 Penalty: 4625.115234
	Iteration 96Q: 3 clusters Score -1409099 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -1409098.125000 Penalty: 4625.115234
	Iteration 97Q: 3 clusters Score -1409098 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -1409097.750000 Penalty: 4625.115234
	Iteration 98Q: 3 clusters Score -1409098 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -1409097.750000 Penalty: 4625.115234
	Iteration 99F: 3 clusters Score -1409098 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Entering Unmasked Estep 
Score: -29239.156250 Penalty: 1531.614990
	Iteration 0F: 2 clusters Score -29239.16 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 248 members 
Entering Unmasked Estep 
Score: -27907.562500 Penalty: 3063.229980
	Iteration 0F: 3 clusters Score -27907.56 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -28164.236328 Penalty: 3063.229980
	Iteration 1F: 3 clusters Score -28164.24 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -28296.431641 Penalty: 3063.229980
	Iteration 2F: 3 clusters Score -28296.43 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -28474.869141 Penalty: 3063.229980
	Iteration 3F: 3 clusters Score -28474.87 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -28629.330078 Penalty: 3063.229980
	Iteration 4F: 3 clusters Score -28629.33 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -28777.554688 Penalty: 3063.229980
	Iteration 5F: 3 clusters Score -28777.55 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -28905.597656 Penalty: 3063.229980
	Iteration 6F: 3 clusters Score -28905.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -29033.322266 Penalty: 3063.229980
	Iteration 7Q: 3 clusters Score -29033.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -29059.755859 Penalty: 3063.229980
	Iteration 8Q: 3 clusters Score -29059.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -29062.414062 Penalty: 3063.229980
	Iteration 9Q: 3 clusters Score -29062.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -29063.054688 Penalty: 3063.229980
	Iteration 10Q: 3 clusters Score -29063.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -29070.162109 Penalty: 3063.229980
	Iteration 11Q: 3 clusters Score -29070.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -29074.500000 Penalty: 3063.229980
	Iteration 12Q: 3 clusters Score -29074.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -29089.775391 Penalty: 3063.229980
	Iteration 13Q: 3 clusters Score -29089.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -29090.492188 Penalty: 3063.229980
	Iteration 14Q: 3 clusters Score -29090.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -29090.492188 Penalty: 3063.229980
	Iteration 15F: 3 clusters Score -29090.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (2848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Entering Unmasked Estep 
Score: -354596.468750 Penalty: 1972.684326
	Iteration 0F: 2 clusters Score -354596.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -351365.625000 Penalty: 3945.368652
	Iteration 0F: 3 clusters Score -351365.6 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -351999.062500 Penalty: 3945.368652
	Iteration 1F: 3 clusters Score -351999.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -352168.906250 Penalty: 3945.368652
	Iteration 2F: 3 clusters Score -352168.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -352261.281250 Penalty: 3945.368652
	Iteration 3Q: 3 clusters Score -352261.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -352310.000000 Penalty: 3945.368652
	Iteration 4Q: 3 clusters Score -352310 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -352337.468750 Penalty: 3945.368652
	Iteration 5Q: 3 clusters Score -352337.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -352366.656250 Penalty: 3945.368652
	Iteration 6Q: 3 clusters Score -352366.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -352390.906250 Penalty: 3945.368652
	Iteration 7Q: 3 clusters Score -352390.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -352415.562500 Penalty: 3945.368652
	Iteration 8Q: 3 clusters Score -352415.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -352441.906250 Penalty: 3945.368652
	Iteration 9Q: 3 clusters Score -352441.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -352475.312500 Penalty: 3945.368652
	Iteration 10Q: 3 clusters Score -352475.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -352511.406250 Penalty: 3945.368652
	Iteration 11Q: 3 clusters Score -352511.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -352547.156250 Penalty: 3945.368652
	Iteration 12Q: 3 clusters Score -352547.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -352572.312500 Penalty: 3945.368652
	Iteration 13Q: 3 clusters Score -352572.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -352592.250000 Penalty: 3945.368652
	Iteration 14Q: 3 clusters Score -352592.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -352605.718750 Penalty: 3945.368652
	Iteration 15Q: 3 clusters Score -352605.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -352617.031250 Penalty: 3945.368652
	Iteration 16Q: 3 clusters Score -352617 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -352634.531250 Penalty: 3945.368652
	Iteration 17Q: 3 clusters Score -352634.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -352651.812500 Penalty: 3945.368652
	Iteration 18Q: 3 clusters Score -352651.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -352660.406250 Penalty: 3945.368652
	Iteration 19Q: 3 clusters Score -352660.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -352664.375000 Penalty: 3945.368652
	Iteration 20F: 3 clusters Score -352664.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -352668.562500 Penalty: 3945.368652
	Iteration 21Q: 3 clusters Score -352668.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -352674.812500 Penalty: 3945.368652
	Iteration 22Q: 3 clusters Score -352674.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -352684.406250 Penalty: 3945.368652
	Iteration 23Q: 3 clusters Score -352684.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -352691.750000 Penalty: 3945.368652
	Iteration 24Q: 3 clusters Score -352691.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -352699.968750 Penalty: 3945.368652
	Iteration 25Q: 3 clusters Score -352700 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -352709.562500 Penalty: 3945.368652
	Iteration 26Q: 3 clusters Score -352709.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -352723.312500 Penalty: 3945.368652
	Iteration 27Q: 3 clusters Score -352723.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -352734.343750 Penalty: 3945.368652
	Iteration 28Q: 3 clusters Score -352734.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -352744.406250 Penalty: 3945.368652
	Iteration 29Q: 3 clusters Score -352744.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -352762.437500 Penalty: 3945.368652
	Iteration 30Q: 3 clusters Score -352762.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -352786.250000 Penalty: 3945.368652
	Iteration 31Q: 3 clusters Score -352786.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -352803.093750 Penalty: 3945.368652
	Iteration 32Q: 3 clusters Score -352803.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -352822.937500 Penalty: 3945.368652
	Iteration 33Q: 3 clusters Score -352822.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -352838.562500 Penalty: 3945.368652
	Iteration 34Q: 3 clusters Score -352838.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -352849.312500 Penalty: 3945.368652
	Iteration 35Q: 3 clusters Score -352849.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -352861.000000 Penalty: 3945.368652
	Iteration 36Q: 3 clusters Score -352861 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -352869.500000 Penalty: 3945.368652
	Iteration 37Q: 3 clusters Score -352869.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -352875.750000 Penalty: 3945.368652
	Iteration 38Q: 3 clusters Score -352875.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -352879.281250 Penalty: 3945.368652
	Iteration 39Q: 3 clusters Score -352879.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -352880.875000 Penalty: 3945.368652
	Iteration 40F: 3 clusters Score -352880.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -352883.062500 Penalty: 3945.368652
	Iteration 41Q: 3 clusters Score -352883.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -352885.093750 Penalty: 3945.368652
	Iteration 42Q: 3 clusters Score -352885.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -352888.906250 Penalty: 3945.368652
	Iteration 43Q: 3 clusters Score -352888.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -352891.812500 Penalty: 3945.368652
	Iteration 44Q: 3 clusters Score -352891.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -352896.968750 Penalty: 3945.368652
	Iteration 45Q: 3 clusters Score -352897 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -352899.562500 Penalty: 3945.368652
	Iteration 46Q: 3 clusters Score -352899.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -352900.250000 Penalty: 3945.368652
	Iteration 47Q: 3 clusters Score -352900.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -352902.375000 Penalty: 3945.368652
	Iteration 48Q: 3 clusters Score -352902.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -352904.812500 Penalty: 3945.368652
	Iteration 49Q: 3 clusters Score -352904.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -352908.531250 Penalty: 3945.368652
	Iteration 50Q: 3 clusters Score -352908.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -352911.375000 Penalty: 3945.368652
	Iteration 51Q: 3 clusters Score -352911.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -352913.718750 Penalty: 3945.368652
	Iteration 52Q: 3 clusters Score -352913.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -352915.843750 Penalty: 3945.368652
	Iteration 53Q: 3 clusters Score -352915.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -352919.187500 Penalty: 3945.368652
	Iteration 54Q: 3 clusters Score -352919.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -352923.250000 Penalty: 3945.368652
	Iteration 55Q: 3 clusters Score -352923.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -352926.937500 Penalty: 3945.368652
	Iteration 56Q: 3 clusters Score -352926.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -352934.187500 Penalty: 3945.368652
	Iteration 57Q: 3 clusters Score -352934.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -352944.906250 Penalty: 3945.368652
	Iteration 58Q: 3 clusters Score -352944.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -352949.843750 Penalty: 3945.368652
	Iteration 59Q: 3 clusters Score -352949.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -352956.875000 Penalty: 3945.368652
	Iteration 60F: 3 clusters Score -352956.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -352961.875000 Penalty: 3945.368652
	Iteration 61Q: 3 clusters Score -352961.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -352967.281250 Penalty: 3945.368652
	Iteration 62Q: 3 clusters Score -352967.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -352973.000000 Penalty: 3945.368652
	Iteration 63Q: 3 clusters Score -352973 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -352980.031250 Penalty: 3945.368652
	Iteration 64Q: 3 clusters Score -352980 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -352985.125000 Penalty: 3945.368652
	Iteration 65Q: 3 clusters Score -352985.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -352986.718750 Penalty: 3945.368652
	Iteration 66Q: 3 clusters Score -352986.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -352989.000000 Penalty: 3945.368652
	Iteration 67Q: 3 clusters Score -352989 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -352990.281250 Penalty: 3945.368652
	Iteration 68Q: 3 clusters Score -352990.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -352993.187500 Penalty: 3945.368652
	Iteration 69Q: 3 clusters Score -352993.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -352995.187500 Penalty: 3945.368652
	Iteration 70Q: 3 clusters Score -352995.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -352995.750000 Penalty: 3945.368652
	Iteration 71Q: 3 clusters Score -352995.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -352999.687500 Penalty: 3945.368652
	Iteration 72Q: 3 clusters Score -352999.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -353001.562500 Penalty: 3945.368652
	Iteration 73Q: 3 clusters Score -353001.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -353002.156250 Penalty: 3945.368652
	Iteration 74Q: 3 clusters Score -353002.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -353004.687500 Penalty: 3945.368652
	Iteration 75Q: 3 clusters Score -353004.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -353007.906250 Penalty: 3945.368652
	Iteration 76Q: 3 clusters Score -353007.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -353010.156250 Penalty: 3945.368652
	Iteration 77Q: 3 clusters Score -353010.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -353010.156250 Penalty: 3945.368652
	Iteration 78F: 3 clusters Score -353010.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Entering Unmasked Estep 
Score: -67102.507812 Penalty: 1518.378174
	Iteration 0F: 2 clusters Score -67102.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -65664.601562 Penalty: 3036.756348
	Iteration 0F: 3 clusters Score -65664.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -65989.140625 Penalty: 3036.756348
	Iteration 1F: 3 clusters Score -65989.14 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -66158.359375 Penalty: 3036.756348
	Iteration 2F: 3 clusters Score -66158.36 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -66200.898438 Penalty: 3036.756348
	Iteration 3Q: 3 clusters Score -66200.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -66234.453125 Penalty: 3036.756348
	Iteration 4Q: 3 clusters Score -66234.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -66262.929688 Penalty: 3036.756348
	Iteration 5Q: 3 clusters Score -66262.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -66279.960938 Penalty: 3036.756348
	Iteration 6Q: 3 clusters Score -66279.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -66365.437500 Penalty: 3036.756348
	Iteration 7Q: 3 clusters Score -66365.44 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -66553.382812 Penalty: 3036.756348
	Iteration 8Q: 3 clusters Score -66553.38 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -66604.750000 Penalty: 3036.756348
	Iteration 9Q: 3 clusters Score -66604.75 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -66672.585938 Penalty: 3036.756348
	Iteration 10Q: 3 clusters Score -66672.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -66707.156250 Penalty: 3036.756348
	Iteration 11Q: 3 clusters Score -66707.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -66728.085938 Penalty: 3036.756348
	Iteration 12Q: 3 clusters Score -66728.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -66744.710938 Penalty: 3036.756348
	Iteration 13Q: 3 clusters Score -66744.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -66756.757812 Penalty: 3036.756348
	Iteration 14Q: 3 clusters Score -66756.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -66776.718750 Penalty: 3036.756348
	Iteration 15Q: 3 clusters Score -66776.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -66799.953125 Penalty: 3036.756348
	Iteration 16Q: 3 clusters Score -66799.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -66822.320312 Penalty: 3036.756348
	Iteration 17Q: 3 clusters Score -66822.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -66855.882812 Penalty: 3036.756348
	Iteration 18Q: 3 clusters Score -66855.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -66860.335938 Penalty: 3036.756348
	Iteration 19Q: 3 clusters Score -66860.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -66865.406250 Penalty: 3036.756348
	Iteration 20F: 3 clusters Score -66865.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (10312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10312 members 
Entering Unmasked Estep 
Score: -1302108.750000 Penalty: 2291.783691
	Iteration 0F: 2 clusters Score -1302109 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -1294188.000000 Penalty: 4583.567383
	Iteration 0F: 3 clusters Score -1294188 nChanged 4323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -1296616.125000 Penalty: 4583.567383
	Iteration 1F: 3 clusters Score -1296616 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -1297107.375000 Penalty: 4583.567383
	Iteration 2F: 3 clusters Score -1297107 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -1297500.000000 Penalty: 4583.567383
	Iteration 3F: 3 clusters Score -1297500 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -1297835.625000 Penalty: 4583.567383
	Iteration 4F: 3 clusters Score -1297836 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -1298112.250000 Penalty: 4583.567383
	Iteration 5Q: 3 clusters Score -1298112 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -1298351.000000 Penalty: 4583.567383
	Iteration 6Q: 3 clusters Score -1298351 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -1298584.125000 Penalty: 4583.567383
	Iteration 7Q: 3 clusters Score -1298584 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -1298827.750000 Penalty: 4583.567383
	Iteration 8Q: 3 clusters Score -1298828 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -1299072.125000 Penalty: 4583.567383
	Iteration 9Q: 3 clusters Score -1299072 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -1299319.125000 Penalty: 4583.567383
	Iteration 10Q: 3 clusters Score -1299319 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -1299547.250000 Penalty: 4583.567383
	Iteration 11Q: 3 clusters Score -1299547 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -1299756.250000 Penalty: 4583.567383
	Iteration 12Q: 3 clusters Score -1299756 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -1299960.375000 Penalty: 4583.567383
	Iteration 13Q: 3 clusters Score -1299960 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -1300120.875000 Penalty: 4583.567383
	Iteration 14Q: 3 clusters Score -1300121 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 8932 members 
Entering Unmasked Estep 
Score: -1300236.250000 Penalty: 4583.567383
	Iteration 15Q: 3 clusters Score -1300236 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
Score: -1300306.250000 Penalty: 4583.567383
	Iteration 16Q: 3 clusters Score -1300306 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -1300356.500000 Penalty: 4583.567383
	Iteration 17Q: 3 clusters Score -1300356 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -1300401.500000 Penalty: 4583.567383
	Iteration 18Q: 3 clusters Score -1300402 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 9180 members 
Entering Unmasked Estep 
Score: -1300450.875000 Penalty: 4583.567383
	Iteration 19Q: 3 clusters Score -1300451 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 9223 members 
Entering Unmasked Estep 
Score: -1300480.125000 Penalty: 4583.567383
	Iteration 20F: 3 clusters Score -1300480 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -1300504.750000 Penalty: 4583.567383
	Iteration 21Q: 3 clusters Score -1300505 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -1300529.250000 Penalty: 4583.567383
	Iteration 22Q: 3 clusters Score -1300529 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -1300538.875000 Penalty: 4583.567383
	Iteration 23Q: 3 clusters Score -1300539 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -1300548.625000 Penalty: 4583.567383
	Iteration 24Q: 3 clusters Score -1300549 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 9324 members 
Entering Unmasked Estep 
Score: -1300552.125000 Penalty: 4583.567383
	Iteration 25Q: 3 clusters Score -1300552 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -1300555.250000 Penalty: 4583.567383
	Iteration 26Q: 3 clusters Score -1300555 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 9332 members 
Entering Unmasked Estep 
Score: -1300558.125000 Penalty: 4583.567383
	Iteration 27Q: 3 clusters Score -1300558 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -1300555.250000 Penalty: 4583.567383
	Iteration 28Q: 3 clusters Score -1300555 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -1300558.250000 Penalty: 4583.567383
	Iteration 29Q: 3 clusters Score -1300558 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -1300560.250000 Penalty: 4583.567383
	Iteration 30Q: 3 clusters Score -1300560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -1300558.875000 Penalty: 4583.567383
	Iteration 31Q: 3 clusters Score -1300559 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -1300560.750000 Penalty: 4583.567383
	Iteration 32Q: 3 clusters Score -1300561 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -1300562.375000 Penalty: 4583.567383
	Iteration 33Q: 3 clusters Score -1300562 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -1300562.375000 Penalty: 4583.567383
	Iteration 34F: 3 clusters Score -1300562 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Entering Unmasked Estep 
Score: -27529.277344 Penalty: 1394.756348
	Iteration 0F: 2 clusters Score -27529.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -26336.708984 Penalty: 2789.512695
	Iteration 0F: 3 clusters Score -26336.71 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -26467.406250 Penalty: 2789.512695
	Iteration 1F: 3 clusters Score -26467.41 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -26502.248047 Penalty: 2789.512695
	Iteration 2Q: 3 clusters Score -26502.25 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -26538.583984 Penalty: 2789.512695
	Iteration 3Q: 3 clusters Score -26538.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -26566.849609 Penalty: 2789.512695
	Iteration 4Q: 3 clusters Score -26566.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -26571.523438 Penalty: 2789.512695
	Iteration 5Q: 3 clusters Score -26571.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -26575.101562 Penalty: 2789.512695
	Iteration 6Q: 3 clusters Score -26575.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -26603.462891 Penalty: 2789.512695
	Iteration 7Q: 3 clusters Score -26603.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -26630.738281 Penalty: 2789.512695
	Iteration 8Q: 3 clusters Score -26630.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -26641.384766 Penalty: 2789.512695
	Iteration 9Q: 3 clusters Score -26641.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -26648.519531 Penalty: 2789.512695
	Iteration 10Q: 3 clusters Score -26648.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -26653.878906 Penalty: 2789.512695
	Iteration 11Q: 3 clusters Score -26653.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -26653.878906 Penalty: 2789.512695
	Iteration 12F: 3 clusters Score -26653.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (27561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27561 members 
Entering Unmasked Estep 
Score: -3508999.500000 Penalty: 2535.591064
	Iteration 0F: 2 clusters Score -3509000 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13961 members 
Mstep: Class 2 contains 13600 members 
Entering Unmasked Estep 
Score: -3490024.250000 Penalty: 5071.182129
	Iteration 0F: 3 clusters Score -3490024 nChanged 12449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14934 members 
Mstep: Class 2 contains 12627 members 
Entering Unmasked Estep 
Score: -3496889.000000 Penalty: 5071.182129
	Iteration 1F: 3 clusters Score -3496889 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15562 members 
Mstep: Class 2 contains 11999 members 
Entering Unmasked Estep 
Score: -3497533.750000 Penalty: 5071.182129
	Iteration 2F: 3 clusters Score -3497534 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16441 members 
Mstep: Class 2 contains 11120 members 
Entering Unmasked Estep 
Score: -3498350.500000 Penalty: 5071.182129
	Iteration 3F: 3 clusters Score -3498350 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17614 members 
Mstep: Class 2 contains 9947 members 
Entering Unmasked Estep 
Score: -3499517.750000 Penalty: 5071.182129
	Iteration 4F: 3 clusters Score -3499518 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19030 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -3501013.000000 Penalty: 5071.182129
	Iteration 5F: 3 clusters Score -3501013 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20536 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -3502600.000000 Penalty: 5071.182129
	Iteration 6F: 3 clusters Score -3502600 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21864 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -3503904.000000 Penalty: 5071.182129
	Iteration 7F: 3 clusters Score -3503904 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22873 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -3504843.500000 Penalty: 5071.182129
	Iteration 8Q: 3 clusters Score -3504844 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23612 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -3505497.250000 Penalty: 5071.182129
	Iteration 9Q: 3 clusters Score -3505497 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24153 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -3505972.250000 Penalty: 5071.182129
	Iteration 10Q: 3 clusters Score -3505972 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24556 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -3506382.750000 Penalty: 5071.182129
	Iteration 11Q: 3 clusters Score -3506383 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24835 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -3506668.250000 Penalty: 5071.182129
	Iteration 12Q: 3 clusters Score -3506668 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25040 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -3506920.750000 Penalty: 5071.182129
	Iteration 13Q: 3 clusters Score -3506921 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25205 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -3507153.500000 Penalty: 5071.182129
	Iteration 14Q: 3 clusters Score -3507154 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25330 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -3507324.500000 Penalty: 5071.182129
	Iteration 15Q: 3 clusters Score -3507324 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25414 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -3507421.250000 Penalty: 5071.182129
	Iteration 16Q: 3 clusters Score -3507421 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25500 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -3507509.750000 Penalty: 5071.182129
	Iteration 17Q: 3 clusters Score -3507510 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25554 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -3507575.000000 Penalty: 5071.182129
	Iteration 18Q: 3 clusters Score -3507575 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25597 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -3507604.750000 Penalty: 5071.182129
	Iteration 19Q: 3 clusters Score -3507605 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25618 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -3507625.000000 Penalty: 5071.182129
	Iteration 20F: 3 clusters Score -3507625 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25632 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -3507631.750000 Penalty: 5071.182129
	Iteration 21Q: 3 clusters Score -3507632 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25634 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -3507651.500000 Penalty: 5071.182129
	Iteration 22Q: 3 clusters Score -3507652 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25631 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -3507656.000000 Penalty: 5071.182129
	Iteration 23Q: 3 clusters Score -3507656 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25632 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -3507659.250000 Penalty: 5071.182129
	Iteration 24Q: 3 clusters Score -3507659 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25635 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -3507663.000000 Penalty: 5071.182129
	Iteration 25Q: 3 clusters Score -3507663 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25642 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -3507665.500000 Penalty: 5071.182129
	Iteration 26Q: 3 clusters Score -3507666 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25648 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -3507666.750000 Penalty: 5071.182129
	Iteration 27Q: 3 clusters Score -3507667 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25653 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -3507665.750000 Penalty: 5071.182129
	Iteration 28Q: 3 clusters Score -3507666 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25656 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -3507674.000000 Penalty: 5071.182129
	Iteration 29Q: 3 clusters Score -3507674 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25662 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -3507676.500000 Penalty: 5071.182129
	Iteration 30Q: 3 clusters Score -3507676 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25665 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -3507682.250000 Penalty: 5071.182129
	Iteration 31Q: 3 clusters Score -3507682 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25660 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -3507687.500000 Penalty: 5071.182129
	Iteration 32Q: 3 clusters Score -3507688 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25657 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -3507683.500000 Penalty: 5071.182129
	Iteration 33Q: 3 clusters Score -3507684 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25655 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -3507688.500000 Penalty: 5071.182129
	Iteration 34Q: 3 clusters Score -3507688 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25654 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -3507684.750000 Penalty: 5071.182129
	Iteration 35Q: 3 clusters Score -3507685 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25651 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -3507684.750000 Penalty: 5071.182129
	Iteration 36Q: 3 clusters Score -3507685 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25650 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -3507692.500000 Penalty: 5071.182129
	Iteration 37Q: 3 clusters Score -3507692 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25650 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -3507694.500000 Penalty: 5071.182129
	Iteration 38Q: 3 clusters Score -3507694 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25648 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -3507688.750000 Penalty: 5071.182129
	Iteration 39Q: 3 clusters Score -3507689 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25652 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -3507692.000000 Penalty: 5071.182129
	Iteration 40F: 3 clusters Score -3507692 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25655 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -3507690.500000 Penalty: 5071.182129
	Iteration 41Q: 3 clusters Score -3507690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25658 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -3507695.000000 Penalty: 5071.182129
	Iteration 42Q: 3 clusters Score -3507695 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25658 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -3507695.000000 Penalty: 5071.182129
	Iteration 43F: 3 clusters Score -3507695 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (7942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Entering Unmasked Estep 
Score: -981950.437500 Penalty: 2227.020264
	Iteration 0F: 2 clusters Score -981950.4 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 3965 members 
Entering Unmasked Estep 
Score: -975636.375000 Penalty: 4454.040527
	Iteration 0F: 3 clusters Score -975636.4 nChanged 3231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -977303.125000 Penalty: 4454.040527
	Iteration 1F: 3 clusters Score -977303.1 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -977594.812500 Penalty: 4454.040527
	Iteration 2F: 3 clusters Score -977594.8 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -977787.875000 Penalty: 4454.040527
	Iteration 3F: 3 clusters Score -977787.9 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -977909.000000 Penalty: 4454.040527
	Iteration 4Q: 3 clusters Score -977909 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -978002.000000 Penalty: 4454.040527
	Iteration 5Q: 3 clusters Score -978002 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -978084.750000 Penalty: 4454.040527
	Iteration 6Q: 3 clusters Score -978084.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -978164.125000 Penalty: 4454.040527
	Iteration 7Q: 3 clusters Score -978164.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -978225.375000 Penalty: 4454.040527
	Iteration 8Q: 3 clusters Score -978225.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -978284.750000 Penalty: 4454.040527
	Iteration 9Q: 3 clusters Score -978284.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -978327.000000 Penalty: 4454.040527
	Iteration 10Q: 3 clusters Score -978327 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -978372.000000 Penalty: 4454.040527
	Iteration 11Q: 3 clusters Score -978372 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -978415.687500 Penalty: 4454.040527
	Iteration 12Q: 3 clusters Score -978415.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -978462.750000 Penalty: 4454.040527
	Iteration 13Q: 3 clusters Score -978462.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -978503.500000 Penalty: 4454.040527
	Iteration 14Q: 3 clusters Score -978503.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -978545.625000 Penalty: 4454.040527
	Iteration 15Q: 3 clusters Score -978545.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -978595.500000 Penalty: 4454.040527
	Iteration 16Q: 3 clusters Score -978595.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -978646.000000 Penalty: 4454.040527
	Iteration 17Q: 3 clusters Score -978646 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -978696.812500 Penalty: 4454.040527
	Iteration 18Q: 3 clusters Score -978696.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -978750.500000 Penalty: 4454.040527
	Iteration 19Q: 3 clusters Score -978750.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -978793.750000 Penalty: 4454.040527
	Iteration 20F: 3 clusters Score -978793.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -978837.062500 Penalty: 4454.040527
	Iteration 21Q: 3 clusters Score -978837.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -978870.375000 Penalty: 4454.040527
	Iteration 22Q: 3 clusters Score -978870.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -978915.250000 Penalty: 4454.040527
	Iteration 23Q: 3 clusters Score -978915.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -978950.000000 Penalty: 4454.040527
	Iteration 24Q: 3 clusters Score -978950 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -978990.812500 Penalty: 4454.040527
	Iteration 25Q: 3 clusters Score -978990.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -979023.500000 Penalty: 4454.040527
	Iteration 26Q: 3 clusters Score -979023.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -979066.437500 Penalty: 4454.040527
	Iteration 27Q: 3 clusters Score -979066.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -979114.375000 Penalty: 4454.040527
	Iteration 28Q: 3 clusters Score -979114.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -979158.562500 Penalty: 4454.040527
	Iteration 29Q: 3 clusters Score -979158.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -979191.875000 Penalty: 4454.040527
	Iteration 30Q: 3 clusters Score -979191.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -979215.812500 Penalty: 4454.040527
	Iteration 31Q: 3 clusters Score -979215.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -979242.500000 Penalty: 4454.040527
	Iteration 32Q: 3 clusters Score -979242.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -979259.250000 Penalty: 4454.040527
	Iteration 33Q: 3 clusters Score -979259.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -979273.687500 Penalty: 4454.040527
	Iteration 34Q: 3 clusters Score -979273.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -979289.875000 Penalty: 4454.040527
	Iteration 35Q: 3 clusters Score -979289.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -979302.937500 Penalty: 4454.040527
	Iteration 36Q: 3 clusters Score -979302.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -979314.812500 Penalty: 4454.040527
	Iteration 37Q: 3 clusters Score -979314.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -979326.875000 Penalty: 4454.040527
	Iteration 38Q: 3 clusters Score -979326.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -979334.125000 Penalty: 4454.040527
	Iteration 39Q: 3 clusters Score -979334.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -979341.437500 Penalty: 4454.040527
	Iteration 40F: 3 clusters Score -979341.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -979348.312500 Penalty: 4454.040527
	Iteration 41Q: 3 clusters Score -979348.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -979354.000000 Penalty: 4454.040527
	Iteration 42Q: 3 clusters Score -979354 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -979358.937500 Penalty: 4454.040527
	Iteration 43Q: 3 clusters Score -979358.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -979361.062500 Penalty: 4454.040527
	Iteration 44Q: 3 clusters Score -979361.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -979366.562500 Penalty: 4454.040527
	Iteration 45Q: 3 clusters Score -979366.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -979369.750000 Penalty: 4454.040527
	Iteration 46Q: 3 clusters Score -979369.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -979370.125000 Penalty: 4454.040527
	Iteration 47Q: 3 clusters Score -979370.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -979371.375000 Penalty: 4454.040527
	Iteration 48Q: 3 clusters Score -979371.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -979373.125000 Penalty: 4454.040527
	Iteration 49Q: 3 clusters Score -979373.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -979374.062500 Penalty: 4454.040527
	Iteration 50Q: 3 clusters Score -979374.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -979373.312500 Penalty: 4454.040527
	Iteration 51Q: 3 clusters Score -979373.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -979374.187500 Penalty: 4454.040527
	Iteration 52Q: 3 clusters Score -979374.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -979375.187500 Penalty: 4454.040527
	Iteration 53Q: 3 clusters Score -979375.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -979373.437500 Penalty: 4454.040527
	Iteration 54Q: 3 clusters Score -979373.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -979373.687500 Penalty: 4454.040527
	Iteration 55Q: 3 clusters Score -979373.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -979373.687500 Penalty: 4454.040527
	Iteration 56F: 3 clusters Score -979373.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Entering Unmasked Estep 
Score: -40468.753906 Penalty: 1424.264893
	Iteration 0F: 2 clusters Score -40468.75 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 163 members 
Entering Unmasked Estep 
Score: -39314.195312 Penalty: 2848.529785
	Iteration 0F: 3 clusters Score -39314.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -39980.777344 Penalty: 2848.529785
	Iteration 1F: 3 clusters Score -39980.78 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -40448.449219 Penalty: 2848.529785
	Iteration 2F: 3 clusters Score -40448.45 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -40655.808594 Penalty: 2848.529785
	Iteration 3Q: 3 clusters Score -40655.81 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -40785.699219 Penalty: 2848.529785
	Iteration 4Q: 3 clusters Score -40785.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -40802.710938 Penalty: 2848.529785
	Iteration 5Q: 3 clusters Score -40802.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -40802.710938 Penalty: 2848.529785
	Iteration 6F: 3 clusters Score -40802.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 2522 members 
Mstep: Class 3 contains 4147 members 
Mstep: Class 4 contains 12068 members 
Mstep: Class 5 contains 3183 members 
Mstep: Class 6 contains 2553 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7705 members 
Mstep: Class 9 contains 172965 members 
Mstep: Class 10 contains 8510 members 
Mstep: Class 11 contains 3816 members 
Mstep: Class 12 contains 23279 members 
Mstep: Class 13 contains 4031 members 
Mstep: Class 14 contains 6792 members 
Mstep: Class 15 contains 179072 members 
Mstep: Class 16 contains 216778 members 
Mstep: Class 17 contains 11678 members 
Mstep: Class 18 contains 29497 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4180 members 
Mstep: Class 21 contains 22010 members 
Mstep: Class 22 contains 51476 members 
Mstep: Class 23 contains 4484 members 
Mstep: Class 24 contains 2323 members 
Mstep: Class 25 contains 39512 members 
Mstep: Class 26 contains 37628 members 
Mstep: Class 27 contains 6253 members 
Mstep: Class 28 contains 25974 members 
Mstep: Class 29 contains 7494 members 
Mstep: Class 30 contains 19314 members 
Mstep: Class 31 contains 5297 members 
Mstep: Class 32 contains 17594 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11730 members 
Mstep: Class 35 contains 61447 members 
Mstep: Class 36 contains 26450 members 
Mstep: Class 37 contains 7331 members 
Mstep: Class 38 contains 252 members 
Mstep: Class 39 contains 3645 members 
Mstep: Class 40 contains 2904 members 
Mstep: Class 41 contains 27237 members 
Mstep: Class 42 contains 11213 members 
Mstep: Class 43 contains 481 members 
Mstep: Class 44 contains 2848 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10312 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27561 members 
Mstep: Class 49 contains 7942 members 
Mstep: Class 50 contains 133 members 
Mstep: Class 51 contains 28595 members 
Mstep: Class 52 contains 248 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 366 members 
Mstep: Class 56 contains 1130 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 404 members 
Mstep: Class 59 contains 911 members 
Mstep: Class 60 contains 337 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 332 members 
Mstep: Class 63 contains 1077 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 667 members 
Mstep: Class 67 contains 611 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 306 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 436 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1692 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2085 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 193 members 
Mstep: Class 79 contains 944 members 
Mstep: Class 80 contains 179 members 
Entering Unmasked Estep 
Score: -147542800.000000 Penalty: 277521.750000
Splitting cluster 50 changes total score from -147544496.000000 to -147542800.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 51 (28595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28595 members 
Entering Unmasked Estep 
Score: -3772877.000000 Penalty: 2544.724854
	Iteration 0F: 2 clusters Score -3772877 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14412 members 
Mstep: Class 2 contains 14183 members 
Entering Unmasked Estep 
Score: -3753251.250000 Penalty: 5089.449707
	Iteration 0F: 3 clusters Score -3753251 nChanged 12769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15227 members 
Mstep: Class 2 contains 13368 members 
Entering Unmasked Estep 
Score: -3760137.750000 Penalty: 5089.449707
	Iteration 1F: 3 clusters Score -3760138 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15723 members 
Mstep: Class 2 contains 12872 members 
Entering Unmasked Estep 
Score: -3760553.500000 Penalty: 5089.449707
	Iteration 2Q: 3 clusters Score -3760554 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16380 members 
Mstep: Class 2 contains 12215 members 
Entering Unmasked Estep 
Score: -3760946.000000 Penalty: 5089.449707
	Iteration 3Q: 3 clusters Score -3760946 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17267 members 
Mstep: Class 2 contains 11328 members 
Entering Unmasked Estep 
Score: -3761403.000000 Penalty: 5089.449707
	Iteration 4Q: 3 clusters Score -3761403 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18402 members 
Mstep: Class 2 contains 10193 members 
Entering Unmasked Estep 
Score: -3762028.000000 Penalty: 5089.449707
	Iteration 5Q: 3 clusters Score -3762028 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19895 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -3762977.250000 Penalty: 5089.449707
	Iteration 6F: 3 clusters Score -3762977 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21698 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -3764312.500000 Penalty: 5089.449707
	Iteration 7F: 3 clusters Score -3764312 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23727 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -3765994.500000 Penalty: 5089.449707
	Iteration 8F: 3 clusters Score -3765994 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25638 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -3767767.000000 Penalty: 5089.449707
	Iteration 9F: 3 clusters Score -3767767 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27073 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -3769155.250000 Penalty: 5089.449707
	Iteration 10F: 3 clusters Score -3769155 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27861 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -3769958.000000 Penalty: 5089.449707
	Iteration 11Q: 3 clusters Score -3769958 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28193 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -3770328.250000 Penalty: 5089.449707
	Iteration 12Q: 3 clusters Score -3770328 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28309 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -3770491.750000 Penalty: 5089.449707
	Iteration 13Q: 3 clusters Score -3770492 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28339 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -3770536.250000 Penalty: 5089.449707
	Iteration 14Q: 3 clusters Score -3770536 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28356 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -3770561.250000 Penalty: 5089.449707
	Iteration 15Q: 3 clusters Score -3770561 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28363 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -3770565.250000 Penalty: 5089.449707
	Iteration 16Q: 3 clusters Score -3770565 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28365 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -3770568.250000 Penalty: 5089.449707
	Iteration 17Q: 3 clusters Score -3770568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28367 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -3770574.250000 Penalty: 5089.449707
	Iteration 18Q: 3 clusters Score -3770574 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28368 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -3770574.750000 Penalty: 5089.449707
	Iteration 19Q: 3 clusters Score -3770575 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28371 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -3770579.250000 Penalty: 5089.449707
	Iteration 20F: 3 clusters Score -3770579 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28372 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -3770580.000000 Penalty: 5089.449707
	Iteration 21Q: 3 clusters Score -3770580 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28374 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -3770585.250000 Penalty: 5089.449707
	Iteration 22Q: 3 clusters Score -3770585 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28374 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -3770585.250000 Penalty: 5089.449707
	Iteration 23F: 3 clusters Score -3770585 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Entering Unmasked Estep 
Score: -29262.548828 Penalty: 1367.330322
	Iteration 0F: 2 clusters Score -29262.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -28210.265625 Penalty: 2734.660645
	Iteration 0F: 3 clusters Score -28210.27 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -28594.855469 Penalty: 2734.660645
	Iteration 1F: 3 clusters Score -28594.86 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -28722.205078 Penalty: 2734.660645
	Iteration 2F: 3 clusters Score -28722.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -28741.591797 Penalty: 2734.660645
	Iteration 3Q: 3 clusters Score -28741.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -28741.591797 Penalty: 2734.660645
	Iteration 4F: 3 clusters Score -28741.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (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: -61320.179688 Penalty: 1503.818726
	Iteration 0F: 2 clusters Score -61320.18 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 187 members 
Entering Unmasked Estep 
Score: -59947.851562 Penalty: 3007.637451
	Iteration 0F: 3 clusters Score -59947.85 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -60503.535156 Penalty: 3007.637451
	Iteration 1F: 3 clusters Score -60503.54 nChanged 35
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: -60786.402344 Penalty: 3007.637451
	Iteration 2F: 3 clusters Score -60786.4 nChanged 24
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: -61024.937500 Penalty: 3007.637451
	Iteration 3F: 3 clusters Score -61024.94 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -61317.722656 Penalty: 3007.637451
	Iteration 4Q: 3 clusters Score -61317.72 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -61502.410156 Penalty: 3007.637451
	Iteration 5Q: 3 clusters Score -61502.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -61517.308594 Penalty: 3007.637451
	Iteration 6Q: 3 clusters Score -61517.31 nChanged 2
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: -61521.542969 Penalty: 3007.637451
	Iteration 7Q: 3 clusters Score -61521.54 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: -61521.542969 Penalty: 3007.637451
	Iteration 8F: 3 clusters Score -61521.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 2522 members 
Mstep: Class 3 contains 4147 members 
Mstep: Class 4 contains 12068 members 
Mstep: Class 5 contains 3183 members 
Mstep: Class 6 contains 2553 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7705 members 
Mstep: Class 9 contains 172965 members 
Mstep: Class 10 contains 8510 members 
Mstep: Class 11 contains 3816 members 
Mstep: Class 12 contains 23279 members 
Mstep: Class 13 contains 4031 members 
Mstep: Class 14 contains 6792 members 
Mstep: Class 15 contains 179072 members 
Mstep: Class 16 contains 216778 members 
Mstep: Class 17 contains 11678 members 
Mstep: Class 18 contains 29497 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4180 members 
Mstep: Class 21 contains 22010 members 
Mstep: Class 22 contains 51476 members 
Mstep: Class 23 contains 4484 members 
Mstep: Class 24 contains 2323 members 
Mstep: Class 25 contains 39512 members 
Mstep: Class 26 contains 37628 members 
Mstep: Class 27 contains 6253 members 
Mstep: Class 28 contains 25974 members 
Mstep: Class 29 contains 7494 members 
Mstep: Class 30 contains 19314 members 
Mstep: Class 31 contains 5297 members 
Mstep: Class 32 contains 17594 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11730 members 
Mstep: Class 35 contains 61447 members 
Mstep: Class 36 contains 26450 members 
Mstep: Class 37 contains 7331 members 
Mstep: Class 38 contains 252 members 
Mstep: Class 39 contains 3645 members 
Mstep: Class 40 contains 2904 members 
Mstep: Class 41 contains 27237 members 
Mstep: Class 42 contains 11213 members 
Mstep: Class 43 contains 481 members 
Mstep: Class 44 contains 2848 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10312 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27561 members 
Mstep: Class 49 contains 7942 members 
Mstep: Class 50 contains 312 members 
Mstep: Class 51 contains 28595 members 
Mstep: Class 52 contains 248 members 
Mstep: Class 53 contains 228 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 366 members 
Mstep: Class 56 contains 1130 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 404 members 
Mstep: Class 59 contains 911 members 
Mstep: Class 60 contains 337 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 332 members 
Mstep: Class 63 contains 1077 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 667 members 
Mstep: Class 67 contains 611 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 306 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 436 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1692 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2085 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 193 members 
Mstep: Class 79 contains 944 members 
Mstep: Class 80 contains 202 members 
Entering Unmasked Estep 
Score: -147542656.000000 Penalty: 277521.750000
Splitting cluster 53 changes total score from -147544496.000000 to -147542656.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 54 (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: -23977.812500 Penalty: 1344.292725
	Iteration 0F: 2 clusters Score -23977.81 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: -22853.115234 Penalty: 2688.585449
	Iteration 0F: 3 clusters Score -22853.12 nChanged 33
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: -22977.687500 Penalty: 2688.585449
	Iteration 1F: 3 clusters Score -22977.69 nChanged 11
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: -23023.320312 Penalty: 2688.585449
	Iteration 2Q: 3 clusters Score -23023.32 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -23047.789062 Penalty: 2688.585449
	Iteration 3Q: 3 clusters Score -23047.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -23055.974609 Penalty: 2688.585449
	Iteration 4Q: 3 clusters Score -23055.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -23055.974609 Penalty: 2688.585449
	Iteration 5F: 3 clusters Score -23055.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Entering Unmasked Estep 
Score: -50174.621094 Penalty: 1463.853027
	Iteration 0F: 2 clusters Score -50174.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -48886.242188 Penalty: 2927.706055
	Iteration 0F: 3 clusters Score -48886.24 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -49194.332031 Penalty: 2927.706055
	Iteration 1F: 3 clusters Score -49194.33 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -49351.910156 Penalty: 2927.706055
	Iteration 2F: 3 clusters Score -49351.91 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -49549.054688 Penalty: 2927.706055
	Iteration 3F: 3 clusters Score -49549.05 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -49616.738281 Penalty: 2927.706055
	Iteration 4Q: 3 clusters Score -49616.74 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -49654.562500 Penalty: 2927.706055
	Iteration 5Q: 3 clusters Score -49654.56 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -49713.664062 Penalty: 2927.706055
	Iteration 6Q: 3 clusters Score -49713.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -49746.128906 Penalty: 2927.706055
	Iteration 7Q: 3 clusters Score -49746.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -49757.425781 Penalty: 2927.706055
	Iteration 8Q: 3 clusters Score -49757.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -49769.234375 Penalty: 2927.706055
	Iteration 9Q: 3 clusters Score -49769.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -49776.097656 Penalty: 2927.706055
	Iteration 10Q: 3 clusters Score -49776.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -49780.105469 Penalty: 2927.706055
	Iteration 11Q: 3 clusters Score -49780.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -49780.105469 Penalty: 2927.706055
	Iteration 12F: 3 clusters Score -49780.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (1130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Entering Unmasked Estep 
Score: -137467.890625 Penalty: 1743.433350
	Iteration 0F: 2 clusters Score -137467.9 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 575 members 
Entering Unmasked Estep 
Score: -135442.312500 Penalty: 3486.866699
	Iteration 0F: 3 clusters Score -135442.3 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -135735.609375 Penalty: 3486.866699
	Iteration 1F: 3 clusters Score -135735.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -135826.937500 Penalty: 3486.866699
	Iteration 2F: 3 clusters Score -135826.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -135874.125000 Penalty: 3486.866699
	Iteration 3Q: 3 clusters Score -135874.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -135921.343750 Penalty: 3486.866699
	Iteration 4Q: 3 clusters Score -135921.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -135950.000000 Penalty: 3486.866699
	Iteration 5Q: 3 clusters Score -135950 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -135963.671875 Penalty: 3486.866699
	Iteration 6Q: 3 clusters Score -135963.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -135975.125000 Penalty: 3486.866699
	Iteration 7Q: 3 clusters Score -135975.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -135987.062500 Penalty: 3486.866699
	Iteration 8Q: 3 clusters Score -135987.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -135992.546875 Penalty: 3486.866699
	Iteration 9Q: 3 clusters Score -135992.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -135996.250000 Penalty: 3486.866699
	Iteration 10Q: 3 clusters Score -135996.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -135999.453125 Penalty: 3486.866699
	Iteration 11Q: 3 clusters Score -135999.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -136001.265625 Penalty: 3486.866699
	Iteration 12Q: 3 clusters Score -136001.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -136002.859375 Penalty: 3486.866699
	Iteration 13Q: 3 clusters Score -136002.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -136003.375000 Penalty: 3486.866699
	Iteration 14Q: 3 clusters Score -136003.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -136003.375000 Penalty: 3486.866699
	Iteration 15F: 3 clusters Score -136003.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Entering Unmasked Estep 
Score: -92421.273438 Penalty: 1592.562378
	Iteration 0F: 2 clusters Score -92421.27 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 309 members 
Entering Unmasked Estep 
Score: -90764.812500 Penalty: 3185.124756
	Iteration 0F: 3 clusters Score -90764.81 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -91126.070312 Penalty: 3185.124756
	Iteration 1F: 3 clusters Score -91126.07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -91256.523438 Penalty: 3185.124756
	Iteration 2F: 3 clusters Score -91256.52 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -91334.070312 Penalty: 3185.124756
	Iteration 3Q: 3 clusters Score -91334.07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -91378.234375 Penalty: 3185.124756
	Iteration 4Q: 3 clusters Score -91378.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -91393.773438 Penalty: 3185.124756
	Iteration 5Q: 3 clusters Score -91393.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -91420.953125 Penalty: 3185.124756
	Iteration 6Q: 3 clusters Score -91420.95 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -91453.507812 Penalty: 3185.124756
	Iteration 7Q: 3 clusters Score -91453.51 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -91502.812500 Penalty: 3185.124756
	Iteration 8Q: 3 clusters Score -91502.81 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -91583.101562 Penalty: 3185.124756
	Iteration 9Q: 3 clusters Score -91583.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -91700.179688 Penalty: 3185.124756
	Iteration 10Q: 3 clusters Score -91700.18 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -91744.976562 Penalty: 3185.124756
	Iteration 11Q: 3 clusters Score -91744.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -91774.984375 Penalty: 3185.124756
	Iteration 12Q: 3 clusters Score -91774.98 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -91807.820312 Penalty: 3185.124756
	Iteration 13Q: 3 clusters Score -91807.82 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -91832.039062 Penalty: 3185.124756
	Iteration 14Q: 3 clusters Score -91832.04 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -91870.289062 Penalty: 3185.124756
	Iteration 15Q: 3 clusters Score -91870.29 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -91930.859375 Penalty: 3185.124756
	Iteration 16Q: 3 clusters Score -91930.86 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -91986.976562 Penalty: 3185.124756
	Iteration 17Q: 3 clusters Score -91986.98 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -92053.929688 Penalty: 3185.124756
	Iteration 18Q: 3 clusters Score -92053.93 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -92099.656250 Penalty: 3185.124756
	Iteration 19Q: 3 clusters Score -92099.66 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -92146.070312 Penalty: 3185.124756
	Iteration 20F: 3 clusters Score -92146.07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -92222.226562 Penalty: 3185.124756
	Iteration 21Q: 3 clusters Score -92222.23 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -92284.101562 Penalty: 3185.124756
	Iteration 22Q: 3 clusters Score -92284.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -92292.468750 Penalty: 3185.124756
	Iteration 23Q: 3 clusters Score -92292.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -92291.023438 Penalty: 3185.124756
	Iteration 24Q: 3 clusters Score -92291.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -92291.023438 Penalty: 3185.124756
	Iteration 25F: 3 clusters Score -92291.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Entering Unmasked Estep 
Score: -34081.179688 Penalty: 1488.350830
	Iteration 0F: 2 clusters Score -34081.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -32801.796875 Penalty: 2976.701660
	Iteration 0F: 3 clusters Score -32801.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -33092.929688 Penalty: 2976.701660
	Iteration 1F: 3 clusters Score -33092.93 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -33191.281250 Penalty: 2976.701660
	Iteration 2F: 3 clusters Score -33191.28 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -33269.730469 Penalty: 2976.701660
	Iteration 3Q: 3 clusters Score -33269.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -33326.492188 Penalty: 2976.701660
	Iteration 4Q: 3 clusters Score -33326.49 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -33386.703125 Penalty: 2976.701660
	Iteration 5Q: 3 clusters Score -33386.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -33456.843750 Penalty: 2976.701660
	Iteration 6Q: 3 clusters Score -33456.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -33540.644531 Penalty: 2976.701660
	Iteration 7Q: 3 clusters Score -33540.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -33579.000000 Penalty: 2976.701660
	Iteration 8Q: 3 clusters Score -33579 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -33595.058594 Penalty: 2976.701660
	Iteration 9Q: 3 clusters Score -33595.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -33601.503906 Penalty: 2976.701660
	Iteration 10Q: 3 clusters Score -33601.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -33622.871094 Penalty: 2976.701660
	Iteration 11Q: 3 clusters Score -33622.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -33622.871094 Penalty: 2976.701660
	Iteration 12F: 3 clusters Score -33622.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (911 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Entering Unmasked Estep 
Score: -132886.765625 Penalty: 1690.006592
	Iteration 0F: 2 clusters Score -132886.8 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 436 members 
Entering Unmasked Estep 
Score: -131134.078125 Penalty: 3380.013184
	Iteration 0F: 3 clusters Score -131134.1 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -132057.203125 Penalty: 3380.013184
	Iteration 1F: 3 clusters Score -132057.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -132611.187500 Penalty: 3380.013184
	Iteration 2F: 3 clusters Score -132611.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -132799.000000 Penalty: 3380.013184
	Iteration 3F: 3 clusters Score -132799 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -132897.078125 Penalty: 3380.013184
	Iteration 4Q: 3 clusters Score -132897.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -132959.750000 Penalty: 3380.013184
	Iteration 5Q: 3 clusters Score -132959.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -133011.765625 Penalty: 3380.013184
	Iteration 6Q: 3 clusters Score -133011.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -133069.109375 Penalty: 3380.013184
	Iteration 7Q: 3 clusters Score -133069.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -133085.406250 Penalty: 3380.013184
	Iteration 8Q: 3 clusters Score -133085.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -133088.265625 Penalty: 3380.013184
	Iteration 9Q: 3 clusters Score -133088.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -133088.265625 Penalty: 3380.013184
	Iteration 10F: 3 clusters Score -133088.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 2522 members 
Mstep: Class 3 contains 4147 members 
Mstep: Class 4 contains 12068 members 
Mstep: Class 5 contains 3183 members 
Mstep: Class 6 contains 2553 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7705 members 
Mstep: Class 9 contains 172965 members 
Mstep: Class 10 contains 8510 members 
Mstep: Class 11 contains 3816 members 
Mstep: Class 12 contains 23279 members 
Mstep: Class 13 contains 4031 members 
Mstep: Class 14 contains 6792 members 
Mstep: Class 15 contains 179072 members 
Mstep: Class 16 contains 216778 members 
Mstep: Class 17 contains 11678 members 
Mstep: Class 18 contains 29497 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4180 members 
Mstep: Class 21 contains 22010 members 
Mstep: Class 22 contains 51476 members 
Mstep: Class 23 contains 4484 members 
Mstep: Class 24 contains 2323 members 
Mstep: Class 25 contains 39512 members 
Mstep: Class 26 contains 37628 members 
Mstep: Class 27 contains 6253 members 
Mstep: Class 28 contains 25974 members 
Mstep: Class 29 contains 7494 members 
Mstep: Class 30 contains 19314 members 
Mstep: Class 31 contains 5297 members 
Mstep: Class 32 contains 17594 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11730 members 
Mstep: Class 35 contains 61447 members 
Mstep: Class 36 contains 26450 members 
Mstep: Class 37 contains 7331 members 
Mstep: Class 38 contains 252 members 
Mstep: Class 39 contains 3645 members 
Mstep: Class 40 contains 2904 members 
Mstep: Class 41 contains 27237 members 
Mstep: Class 42 contains 11213 members 
Mstep: Class 43 contains 481 members 
Mstep: Class 44 contains 2848 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10312 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27561 members 
Mstep: Class 49 contains 7942 members 
Mstep: Class 50 contains 312 members 
Mstep: Class 51 contains 28595 members 
Mstep: Class 52 contains 248 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 366 members 
Mstep: Class 56 contains 1130 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 404 members 
Mstep: Class 59 contains 588 members 
Mstep: Class 60 contains 337 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 332 members 
Mstep: Class 63 contains 1077 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 667 members 
Mstep: Class 67 contains 611 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 306 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 436 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1692 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2085 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 193 members 
Mstep: Class 79 contains 944 members 
Mstep: Class 80 contains 323 members 
Entering Unmasked Estep 
Score: -147542832.000000 Penalty: 277521.750000
Splitting cluster 59 changes total score from -147544496.000000 to -147542832.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 60 (337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Entering Unmasked Estep 
Score: -46149.195312 Penalty: 1443.380615
	Iteration 0F: 2 clusters Score -46149.2 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 167 members 
Entering Unmasked Estep 
Score: -44877.234375 Penalty: 2886.761230
	Iteration 0F: 3 clusters Score -44877.23 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -45254.347656 Penalty: 2886.761230
	Iteration 1F: 3 clusters Score -45254.35 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -45435.734375 Penalty: 2886.761230
	Iteration 2F: 3 clusters Score -45435.73 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -45608.285156 Penalty: 2886.761230
	Iteration 3F: 3 clusters Score -45608.29 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -45811.343750 Penalty: 2886.761230
	Iteration 4Q: 3 clusters Score -45811.34 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -46064.363281 Penalty: 2886.761230
	Iteration 5Q: 3 clusters Score -46064.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -46126.355469 Penalty: 2886.761230
	Iteration 6Q: 3 clusters Score -46126.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -46154.648438 Penalty: 2886.761230
	Iteration 7Q: 3 clusters Score -46154.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -46168.570312 Penalty: 2886.761230
	Iteration 8Q: 3 clusters Score -46168.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -46197.910156 Penalty: 2886.761230
	Iteration 9Q: 3 clusters Score -46197.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -46226.148438 Penalty: 2886.761230
	Iteration 10Q: 3 clusters Score -46226.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -46243.960938 Penalty: 2886.761230
	Iteration 11Q: 3 clusters Score -46243.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -46259.558594 Penalty: 2886.761230
	Iteration 12Q: 3 clusters Score -46259.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -46274.195312 Penalty: 2886.761230
	Iteration 13Q: 3 clusters Score -46274.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -46274.195312 Penalty: 2886.761230
	Iteration 14F: 3 clusters Score -46274.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 2522 members 
Mstep: Class 3 contains 4147 members 
Mstep: Class 4 contains 12068 members 
Mstep: Class 5 contains 3183 members 
Mstep: Class 6 contains 2553 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7705 members 
Mstep: Class 9 contains 172965 members 
Mstep: Class 10 contains 8510 members 
Mstep: Class 11 contains 3816 members 
Mstep: Class 12 contains 23279 members 
Mstep: Class 13 contains 4031 members 
Mstep: Class 14 contains 6792 members 
Mstep: Class 15 contains 179072 members 
Mstep: Class 16 contains 216778 members 
Mstep: Class 17 contains 11678 members 
Mstep: Class 18 contains 29497 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4180 members 
Mstep: Class 21 contains 22010 members 
Mstep: Class 22 contains 51476 members 
Mstep: Class 23 contains 4484 members 
Mstep: Class 24 contains 2323 members 
Mstep: Class 25 contains 39512 members 
Mstep: Class 26 contains 37628 members 
Mstep: Class 27 contains 6253 members 
Mstep: Class 28 contains 25974 members 
Mstep: Class 29 contains 7494 members 
Mstep: Class 30 contains 19314 members 
Mstep: Class 31 contains 5297 members 
Mstep: Class 32 contains 17594 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11730 members 
Mstep: Class 35 contains 61447 members 
Mstep: Class 36 contains 26450 members 
Mstep: Class 37 contains 7331 members 
Mstep: Class 38 contains 252 members 
Mstep: Class 39 contains 3645 members 
Mstep: Class 40 contains 2904 members 
Mstep: Class 41 contains 27237 members 
Mstep: Class 42 contains 11213 members 
Mstep: Class 43 contains 481 members 
Mstep: Class 44 contains 2848 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10312 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27561 members 
Mstep: Class 49 contains 7942 members 
Mstep: Class 50 contains 312 members 
Mstep: Class 51 contains 28595 members 
Mstep: Class 52 contains 248 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 366 members 
Mstep: Class 56 contains 1130 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 404 members 
Mstep: Class 59 contains 911 members 
Mstep: Class 60 contains 163 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 332 members 
Mstep: Class 63 contains 1077 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 667 members 
Mstep: Class 67 contains 611 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 306 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 436 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1692 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2085 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 193 members 
Mstep: Class 79 contains 944 members 
Mstep: Class 80 contains 174 members 
Entering Unmasked Estep 
Score: -147542640.000000 Penalty: 277521.750000
Splitting cluster 60 changes total score from -147544496.000000 to -147542640.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 61 (231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Entering Unmasked Estep 
Score: -32484.908203 Penalty: 1349.719604
	Iteration 0F: 2 clusters Score -32484.91 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 109 members 
Entering Unmasked Estep 
Score: -31333.880859 Penalty: 2699.439209
	Iteration 0F: 3 clusters Score -31333.88 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -31512.875000 Penalty: 2699.439209
	Iteration 1F: 3 clusters Score -31512.88 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -31615.365234 Penalty: 2699.439209
	Iteration 2F: 3 clusters Score -31615.37 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -31677.755859 Penalty: 2699.439209
	Iteration 3Q: 3 clusters Score -31677.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -31728.267578 Penalty: 2699.439209
	Iteration 4Q: 3 clusters Score -31728.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -31825.132812 Penalty: 2699.439209
	Iteration 5Q: 3 clusters Score -31825.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -31838.439453 Penalty: 2699.439209
	Iteration 6Q: 3 clusters Score -31838.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -31838.439453 Penalty: 2699.439209
	Iteration 7F: 3 clusters Score -31838.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Entering Unmasked Estep 
Score: -43346.859375 Penalty: 1439.673462
	Iteration 0F: 2 clusters Score -43346.86 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 171 members 
Entering Unmasked Estep 
Score: -42163.117188 Penalty: 2879.346924
	Iteration 0F: 3 clusters Score -42163.12 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -42561.078125 Penalty: 2879.346924
	Iteration 1F: 3 clusters Score -42561.08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -42918.449219 Penalty: 2879.346924
	Iteration 2F: 3 clusters Score -42918.45 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -43225.839844 Penalty: 2879.346924
	Iteration 3F: 3 clusters Score -43225.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -43306.554688 Penalty: 2879.346924
	Iteration 4Q: 3 clusters Score -43306.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -43362.355469 Penalty: 2879.346924
	Iteration 5Q: 3 clusters Score -43362.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -43441.226562 Penalty: 2879.346924
	Iteration 6Q: 3 clusters Score -43441.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -43474.593750 Penalty: 2879.346924
	Iteration 7Q: 3 clusters Score -43474.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -43488.570312 Penalty: 2879.346924
	Iteration 8Q: 3 clusters Score -43488.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -43488.570312 Penalty: 2879.346924
	Iteration 9F: 3 clusters Score -43488.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 2522 members 
Mstep: Class 3 contains 4147 members 
Mstep: Class 4 contains 12068 members 
Mstep: Class 5 contains 3183 members 
Mstep: Class 6 contains 2553 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7705 members 
Mstep: Class 9 contains 172965 members 
Mstep: Class 10 contains 8510 members 
Mstep: Class 11 contains 3816 members 
Mstep: Class 12 contains 23279 members 
Mstep: Class 13 contains 4031 members 
Mstep: Class 14 contains 6792 members 
Mstep: Class 15 contains 179072 members 
Mstep: Class 16 contains 216778 members 
Mstep: Class 17 contains 11678 members 
Mstep: Class 18 contains 29497 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4180 members 
Mstep: Class 21 contains 22010 members 
Mstep: Class 22 contains 51476 members 
Mstep: Class 23 contains 4484 members 
Mstep: Class 24 contains 2323 members 
Mstep: Class 25 contains 39512 members 
Mstep: Class 26 contains 37628 members 
Mstep: Class 27 contains 6253 members 
Mstep: Class 28 contains 25974 members 
Mstep: Class 29 contains 7494 members 
Mstep: Class 30 contains 19314 members 
Mstep: Class 31 contains 5297 members 
Mstep: Class 32 contains 17594 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11730 members 
Mstep: Class 35 contains 61447 members 
Mstep: Class 36 contains 26450 members 
Mstep: Class 37 contains 7331 members 
Mstep: Class 38 contains 252 members 
Mstep: Class 39 contains 3645 members 
Mstep: Class 40 contains 2904 members 
Mstep: Class 41 contains 27237 members 
Mstep: Class 42 contains 11213 members 
Mstep: Class 43 contains 481 members 
Mstep: Class 44 contains 2848 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10312 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27561 members 
Mstep: Class 49 contains 7942 members 
Mstep: Class 50 contains 312 members 
Mstep: Class 51 contains 28595 members 
Mstep: Class 52 contains 248 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 366 members 
Mstep: Class 56 contains 1130 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 404 members 
Mstep: Class 59 contains 911 members 
Mstep: Class 60 contains 337 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 167 members 
Mstep: Class 63 contains 1077 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 667 members 
Mstep: Class 67 contains 611 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 306 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 436 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1692 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2085 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 193 members 
Mstep: Class 79 contains 944 members 
Mstep: Class 80 contains 165 members 
Entering Unmasked Estep 
Score: -147542672.000000 Penalty: 277521.750000
Splitting cluster 62 changes total score from -147544496.000000 to -147542672.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 63 (1077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Entering Unmasked Estep 
Score: -143036.062500 Penalty: 1731.519775
	Iteration 0F: 2 clusters Score -143036.1 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 543 members 
Entering Unmasked Estep 
Score: -141186.453125 Penalty: 3463.039551
	Iteration 0F: 3 clusters Score -141186.5 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -142052.328125 Penalty: 3463.039551
	Iteration 1F: 3 clusters Score -142052.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -142478.968750 Penalty: 3463.039551
	Iteration 2F: 3 clusters Score -142479 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -142688.312500 Penalty: 3463.039551
	Iteration 3F: 3 clusters Score -142688.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -142780.015625 Penalty: 3463.039551
	Iteration 4Q: 3 clusters Score -142780 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -142856.328125 Penalty: 3463.039551
	Iteration 5Q: 3 clusters Score -142856.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -142967.546875 Penalty: 3463.039551
	Iteration 6Q: 3 clusters Score -142967.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -143021.046875 Penalty: 3463.039551
	Iteration 7Q: 3 clusters Score -143021 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -143066.578125 Penalty: 3463.039551
	Iteration 8Q: 3 clusters Score -143066.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -143089.984375 Penalty: 3463.039551
	Iteration 9Q: 3 clusters Score -143090 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -143101.984375 Penalty: 3463.039551
	Iteration 10Q: 3 clusters Score -143102 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -143109.656250 Penalty: 3463.039551
	Iteration 11Q: 3 clusters Score -143109.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -143113.125000 Penalty: 3463.039551
	Iteration 12Q: 3 clusters Score -143113.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -143125.062500 Penalty: 3463.039551
	Iteration 13Q: 3 clusters Score -143125.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -143131.625000 Penalty: 3463.039551
	Iteration 14Q: 3 clusters Score -143131.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -143132.921875 Penalty: 3463.039551
	Iteration 15Q: 3 clusters Score -143132.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -143133.953125 Penalty: 3463.039551
	Iteration 16Q: 3 clusters Score -143134 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -143133.953125 Penalty: 3463.039551
	Iteration 17F: 3 clusters Score -143134 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 2522 members 
Mstep: Class 3 contains 4147 members 
Mstep: Class 4 contains 12068 members 
Mstep: Class 5 contains 3183 members 
Mstep: Class 6 contains 2553 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7705 members 
Mstep: Class 9 contains 172965 members 
Mstep: Class 10 contains 8510 members 
Mstep: Class 11 contains 3816 members 
Mstep: Class 12 contains 23279 members 
Mstep: Class 13 contains 4031 members 
Mstep: Class 14 contains 6792 members 
Mstep: Class 15 contains 179072 members 
Mstep: Class 16 contains 216778 members 
Mstep: Class 17 contains 11678 members 
Mstep: Class 18 contains 29497 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4180 members 
Mstep: Class 21 contains 22010 members 
Mstep: Class 22 contains 51476 members 
Mstep: Class 23 contains 4484 members 
Mstep: Class 24 contains 2323 members 
Mstep: Class 25 contains 39512 members 
Mstep: Class 26 contains 37628 members 
Mstep: Class 27 contains 6253 members 
Mstep: Class 28 contains 25974 members 
Mstep: Class 29 contains 7494 members 
Mstep: Class 30 contains 19314 members 
Mstep: Class 31 contains 5297 members 
Mstep: Class 32 contains 17594 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11730 members 
Mstep: Class 35 contains 61447 members 
Mstep: Class 36 contains 26450 members 
Mstep: Class 37 contains 7331 members 
Mstep: Class 38 contains 252 members 
Mstep: Class 39 contains 3645 members 
Mstep: Class 40 contains 2904 members 
Mstep: Class 41 contains 27237 members 
Mstep: Class 42 contains 11213 members 
Mstep: Class 43 contains 481 members 
Mstep: Class 44 contains 2848 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10312 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27561 members 
Mstep: Class 49 contains 7942 members 
Mstep: Class 50 contains 312 members 
Mstep: Class 51 contains 28595 members 
Mstep: Class 52 contains 248 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 366 members 
Mstep: Class 56 contains 1130 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 404 members 
Mstep: Class 59 contains 911 members 
Mstep: Class 60 contains 337 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 332 members 
Mstep: Class 63 contains 588 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 667 members 
Mstep: Class 67 contains 611 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 306 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 436 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1692 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2085 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 193 members 
Mstep: Class 79 contains 944 members 
Mstep: Class 80 contains 489 members 
Entering Unmasked Estep 
Score: -147542928.000000 Penalty: 277521.750000
Splitting cluster 63 changes total score from -147544496.000000 to -147542928.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 64 (501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Entering Unmasked Estep 
Score: -71737.625000 Penalty: 1541.718262
	Iteration 0F: 2 clusters Score -71737.62 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 256 members 
Entering Unmasked Estep 
Score: -70353.109375 Penalty: 3083.436523
	Iteration 0F: 3 clusters Score -70353.11 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -71369.281250 Penalty: 3083.436523
	Iteration 1F: 3 clusters Score -71369.28 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -71828.851562 Penalty: 3083.436523
	Iteration 2F: 3 clusters Score -71828.85 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -71991.484375 Penalty: 3083.436523
	Iteration 3Q: 3 clusters Score -71991.48 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -72134.828125 Penalty: 3083.436523
	Iteration 4Q: 3 clusters Score -72134.83 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -72226.703125 Penalty: 3083.436523
	Iteration 5Q: 3 clusters Score -72226.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -72296.476562 Penalty: 3083.436523
	Iteration 6Q: 3 clusters Score -72296.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -72297.531250 Penalty: 3083.436523
	Iteration 7Q: 3 clusters Score -72297.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -72301.125000 Penalty: 3083.436523
	Iteration 8Q: 3 clusters Score -72301.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -72302.789062 Penalty: 3083.436523
	Iteration 9Q: 3 clusters Score -72302.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -72302.789062 Penalty: 3083.436523
	Iteration 10F: 3 clusters Score -72302.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 2522 members 
Mstep: Class 3 contains 4147 members 
Mstep: Class 4 contains 12068 members 
Mstep: Class 5 contains 3183 members 
Mstep: Class 6 contains 2553 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7705 members 
Mstep: Class 9 contains 172965 members 
Mstep: Class 10 contains 8510 members 
Mstep: Class 11 contains 3816 members 
Mstep: Class 12 contains 23279 members 
Mstep: Class 13 contains 4031 members 
Mstep: Class 14 contains 6792 members 
Mstep: Class 15 contains 179072 members 
Mstep: Class 16 contains 216778 members 
Mstep: Class 17 contains 11678 members 
Mstep: Class 18 contains 29497 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4180 members 
Mstep: Class 21 contains 22010 members 
Mstep: Class 22 contains 51476 members 
Mstep: Class 23 contains 4484 members 
Mstep: Class 24 contains 2323 members 
Mstep: Class 25 contains 39512 members 
Mstep: Class 26 contains 37628 members 
Mstep: Class 27 contains 6253 members 
Mstep: Class 28 contains 25974 members 
Mstep: Class 29 contains 7494 members 
Mstep: Class 30 contains 19314 members 
Mstep: Class 31 contains 5297 members 
Mstep: Class 32 contains 17594 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11730 members 
Mstep: Class 35 contains 61447 members 
Mstep: Class 36 contains 26450 members 
Mstep: Class 37 contains 7331 members 
Mstep: Class 38 contains 252 members 
Mstep: Class 39 contains 3645 members 
Mstep: Class 40 contains 2904 members 
Mstep: Class 41 contains 27237 members 
Mstep: Class 42 contains 11213 members 
Mstep: Class 43 contains 481 members 
Mstep: Class 44 contains 2848 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10312 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27561 members 
Mstep: Class 49 contains 7942 members 
Mstep: Class 50 contains 312 members 
Mstep: Class 51 contains 28595 members 
Mstep: Class 52 contains 248 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 366 members 
Mstep: Class 56 contains 1130 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 404 members 
Mstep: Class 59 contains 911 members 
Mstep: Class 60 contains 337 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 332 members 
Mstep: Class 63 contains 1077 members 
Mstep: Class 64 contains 250 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 667 members 
Mstep: Class 67 contains 611 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 306 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 436 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1692 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2085 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 193 members 
Mstep: Class 79 contains 944 members 
Mstep: Class 80 contains 251 members 
Entering Unmasked Estep 
Score: -147543088.000000 Penalty: 277521.750000
Splitting cluster 64 changes total score from -147544496.000000 to -147543088.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 65 (349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Entering Unmasked Estep 
Score: -51308.796875 Penalty: 1452.057861
	Iteration 0F: 2 clusters Score -51308.8 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 186 members 
Entering Unmasked Estep 
Score: -50003.503906 Penalty: 2904.115723
	Iteration 0F: 3 clusters Score -50003.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -50326.492188 Penalty: 2904.115723
	Iteration 1F: 3 clusters Score -50326.49 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -50534.296875 Penalty: 2904.115723
	Iteration 2F: 3 clusters Score -50534.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -50726.613281 Penalty: 2904.115723
	Iteration 3F: 3 clusters Score -50726.61 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -51092.605469 Penalty: 2904.115723
	Iteration 4F: 3 clusters Score -51092.61 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -51429.988281 Penalty: 2904.115723
	Iteration 5Q: 3 clusters Score -51429.99 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -51833.101562 Penalty: 2904.115723
	Iteration 6Q: 3 clusters Score -51833.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -52244.843750 Penalty: 2904.115723
	Iteration 7Q: 3 clusters Score -52244.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -52568.472656 Penalty: 2904.115723
	Iteration 8Q: 3 clusters Score -52568.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -52850.449219 Penalty: 2904.115723
	Iteration 9Q: 3 clusters Score -52850.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -52850.449219 Penalty: 2904.115723
	Iteration 10F: 3 clusters Score -52850.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 2522 members 
Mstep: Class 3 contains 4147 members 
Mstep: Class 4 contains 12068 members 
Mstep: Class 5 contains 3183 members 
Mstep: Class 6 contains 2553 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7705 members 
Mstep: Class 9 contains 172965 members 
Mstep: Class 10 contains 8510 members 
Mstep: Class 11 contains 3816 members 
Mstep: Class 12 contains 23279 members 
Mstep: Class 13 contains 4031 members 
Mstep: Class 14 contains 6792 members 
Mstep: Class 15 contains 179072 members 
Mstep: Class 16 contains 216778 members 
Mstep: Class 17 contains 11678 members 
Mstep: Class 18 contains 29497 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4180 members 
Mstep: Class 21 contains 22010 members 
Mstep: Class 22 contains 51476 members 
Mstep: Class 23 contains 4484 members 
Mstep: Class 24 contains 2323 members 
Mstep: Class 25 contains 39512 members 
Mstep: Class 26 contains 37628 members 
Mstep: Class 27 contains 6253 members 
Mstep: Class 28 contains 25974 members 
Mstep: Class 29 contains 7494 members 
Mstep: Class 30 contains 19314 members 
Mstep: Class 31 contains 5297 members 
Mstep: Class 32 contains 17594 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11730 members 
Mstep: Class 35 contains 61447 members 
Mstep: Class 36 contains 26450 members 
Mstep: Class 37 contains 7331 members 
Mstep: Class 38 contains 252 members 
Mstep: Class 39 contains 3645 members 
Mstep: Class 40 contains 2904 members 
Mstep: Class 41 contains 27237 members 
Mstep: Class 42 contains 11213 members 
Mstep: Class 43 contains 481 members 
Mstep: Class 44 contains 2848 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10312 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27561 members 
Mstep: Class 49 contains 7942 members 
Mstep: Class 50 contains 312 members 
Mstep: Class 51 contains 28595 members 
Mstep: Class 52 contains 248 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 366 members 
Mstep: Class 56 contains 1130 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 404 members 
Mstep: Class 59 contains 911 members 
Mstep: Class 60 contains 337 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 332 members 
Mstep: Class 63 contains 1077 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 205 members 
Mstep: Class 66 contains 667 members 
Mstep: Class 67 contains 611 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 306 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 436 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1692 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2085 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 193 members 
Mstep: Class 79 contains 944 members 
Mstep: Class 80 contains 144 members 
Entering Unmasked Estep 
Score: -147544032.000000 Penalty: 277521.750000
Splitting cluster 65 changes total score from -147544496.000000 to -147544032.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 66 (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: -95209.867188 Penalty: 1612.691895
	Iteration 0F: 2 clusters Score -95209.87 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 326 members 
Entering Unmasked Estep 
Score: -93718.148438 Penalty: 3225.383789
	Iteration 0F: 3 clusters Score -93718.15 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -94665.796875 Penalty: 3225.383789
	Iteration 1F: 3 clusters Score -94665.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -95507.125000 Penalty: 3225.383789
	Iteration 2F: 3 clusters Score -95507.12 nChanged 45
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: -95949.148438 Penalty: 3225.383789
	Iteration 3F: 3 clusters Score -95949.15 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -96101.515625 Penalty: 3225.383789
	Iteration 4Q: 3 clusters Score -96101.52 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -96251.507812 Penalty: 3225.383789
	Iteration 5Q: 3 clusters Score -96251.51 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -96324.210938 Penalty: 3225.383789
	Iteration 6Q: 3 clusters Score -96324.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -96352.585938 Penalty: 3225.383789
	Iteration 7Q: 3 clusters Score -96352.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -96352.585938 Penalty: 3225.383789
	Iteration 8F: 3 clusters Score -96352.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 2522 members 
Mstep: Class 3 contains 4147 members 
Mstep: Class 4 contains 12068 members 
Mstep: Class 5 contains 3183 members 
Mstep: Class 6 contains 2553 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7705 members 
Mstep: Class 9 contains 172965 members 
Mstep: Class 10 contains 8510 members 
Mstep: Class 11 contains 3816 members 
Mstep: Class 12 contains 23279 members 
Mstep: Class 13 contains 4031 members 
Mstep: Class 14 contains 6792 members 
Mstep: Class 15 contains 179072 members 
Mstep: Class 16 contains 216778 members 
Mstep: Class 17 contains 11678 members 
Mstep: Class 18 contains 29497 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4180 members 
Mstep: Class 21 contains 22010 members 
Mstep: Class 22 contains 51476 members 
Mstep: Class 23 contains 4484 members 
Mstep: Class 24 contains 2323 members 
Mstep: Class 25 contains 39512 members 
Mstep: Class 26 contains 37628 members 
Mstep: Class 27 contains 6253 members 
Mstep: Class 28 contains 25974 members 
Mstep: Class 29 contains 7494 members 
Mstep: Class 30 contains 19314 members 
Mstep: Class 31 contains 5297 members 
Mstep: Class 32 contains 17594 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11730 members 
Mstep: Class 35 contains 61447 members 
Mstep: Class 36 contains 26450 members 
Mstep: Class 37 contains 7331 members 
Mstep: Class 38 contains 252 members 
Mstep: Class 39 contains 3645 members 
Mstep: Class 40 contains 2904 members 
Mstep: Class 41 contains 27237 members 
Mstep: Class 42 contains 11213 members 
Mstep: Class 43 contains 481 members 
Mstep: Class 44 contains 2848 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10312 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27561 members 
Mstep: Class 49 contains 7942 members 
Mstep: Class 50 contains 312 members 
Mstep: Class 51 contains 28595 members 
Mstep: Class 52 contains 248 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 366 members 
Mstep: Class 56 contains 1130 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 404 members 
Mstep: Class 59 contains 911 members 
Mstep: Class 60 contains 337 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 332 members 
Mstep: Class 63 contains 1077 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 315 members 
Mstep: Class 67 contains 611 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 306 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 436 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1692 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2085 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 193 members 
Mstep: Class 79 contains 944 members 
Mstep: Class 80 contains 352 members 
Entering Unmasked Estep 
Score: -147543616.000000 Penalty: 277521.750000
Splitting cluster 66 changes total score from -147544496.000000 to -147543616.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 67 (611 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Entering Unmasked Estep 
Score: -88943.390625 Penalty: 1590.943970
	Iteration 0F: 2 clusters Score -88943.39 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 305 members 
Entering Unmasked Estep 
Score: -87399.882812 Penalty: 3181.887939
	Iteration 0F: 3 clusters Score -87399.88 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -88140.453125 Penalty: 3181.887939
	Iteration 1F: 3 clusters Score -88140.45 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -88564.046875 Penalty: 3181.887939
	Iteration 2F: 3 clusters Score -88564.05 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -88794.093750 Penalty: 3181.887939
	Iteration 3F: 3 clusters Score -88794.09 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -88877.320312 Penalty: 3181.887939
	Iteration 4Q: 3 clusters Score -88877.32 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -88906.398438 Penalty: 3181.887939
	Iteration 5Q: 3 clusters Score -88906.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -88950.796875 Penalty: 3181.887939
	Iteration 6Q: 3 clusters Score -88950.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -89005.289062 Penalty: 3181.887939
	Iteration 7Q: 3 clusters Score -89005.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -89041.687500 Penalty: 3181.887939
	Iteration 8Q: 3 clusters Score -89041.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -89046.765625 Penalty: 3181.887939
	Iteration 9Q: 3 clusters Score -89046.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -89046.765625 Penalty: 3181.887939
	Iteration 10F: 3 clusters Score -89046.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 2522 members 
Mstep: Class 3 contains 4147 members 
Mstep: Class 4 contains 12068 members 
Mstep: Class 5 contains 3183 members 
Mstep: Class 6 contains 2553 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7705 members 
Mstep: Class 9 contains 172965 members 
Mstep: Class 10 contains 8510 members 
Mstep: Class 11 contains 3816 members 
Mstep: Class 12 contains 23279 members 
Mstep: Class 13 contains 4031 members 
Mstep: Class 14 contains 6792 members 
Mstep: Class 15 contains 179072 members 
Mstep: Class 16 contains 216778 members 
Mstep: Class 17 contains 11678 members 
Mstep: Class 18 contains 29497 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4180 members 
Mstep: Class 21 contains 22010 members 
Mstep: Class 22 contains 51476 members 
Mstep: Class 23 contains 4484 members 
Mstep: Class 24 contains 2323 members 
Mstep: Class 25 contains 39512 members 
Mstep: Class 26 contains 37628 members 
Mstep: Class 27 contains 6253 members 
Mstep: Class 28 contains 25974 members 
Mstep: Class 29 contains 7494 members 
Mstep: Class 30 contains 19314 members 
Mstep: Class 31 contains 5297 members 
Mstep: Class 32 contains 17594 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11730 members 
Mstep: Class 35 contains 61447 members 
Mstep: Class 36 contains 26450 members 
Mstep: Class 37 contains 7331 members 
Mstep: Class 38 contains 252 members 
Mstep: Class 39 contains 3645 members 
Mstep: Class 40 contains 2904 members 
Mstep: Class 41 contains 27237 members 
Mstep: Class 42 contains 11213 members 
Mstep: Class 43 contains 481 members 
Mstep: Class 44 contains 2848 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10312 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27561 members 
Mstep: Class 49 contains 7942 members 
Mstep: Class 50 contains 312 members 
Mstep: Class 51 contains 28595 members 
Mstep: Class 52 contains 248 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 366 members 
Mstep: Class 56 contains 1130 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 404 members 
Mstep: Class 59 contains 911 members 
Mstep: Class 60 contains 337 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 332 members 
Mstep: Class 63 contains 1077 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 667 members 
Mstep: Class 67 contains 243 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 306 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 436 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1692 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2085 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 193 members 
Mstep: Class 79 contains 944 members 
Mstep: Class 80 contains 368 members 
Entering Unmasked Estep 
Score: -147542672.000000 Penalty: 277521.750000
Splitting cluster 67 changes total score from -147544496.000000 to -147542672.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 68 (214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Entering Unmasked Estep 
Score: -31549.523438 Penalty: 1330.761963
	Iteration 0F: 2 clusters Score -31549.52 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 97 members 
Entering Unmasked Estep 
Score: -30466.654297 Penalty: 2661.523926
	Iteration 0F: 3 clusters Score -30466.65 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -30537.361328 Penalty: 2661.523926
	Iteration 1F: 3 clusters Score -30537.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -30559.882812 Penalty: 2661.523926
	Iteration 2Q: 3 clusters Score -30559.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -30573.429688 Penalty: 2661.523926
	Iteration 3Q: 3 clusters Score -30573.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -30580.792969 Penalty: 2661.523926
	Iteration 4Q: 3 clusters Score -30580.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -30583.355469 Penalty: 2661.523926
	Iteration 5Q: 3 clusters Score -30583.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -30583.355469 Penalty: 2661.523926
	Iteration 6F: 3 clusters Score -30583.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Entering Unmasked Estep 
Score: -41400.277344 Penalty: 1419.449097
	Iteration 0F: 2 clusters Score -41400.28 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 155 members 
Entering Unmasked Estep 
Score: -40179.910156 Penalty: 2838.898193
	Iteration 0F: 3 clusters Score -40179.91 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -40405.550781 Penalty: 2838.898193
	Iteration 1F: 3 clusters Score -40405.55 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -40624.925781 Penalty: 2838.898193
	Iteration 2F: 3 clusters Score -40624.93 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -40825.550781 Penalty: 2838.898193
	Iteration 3Q: 3 clusters Score -40825.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -40849.578125 Penalty: 2838.898193
	Iteration 4Q: 3 clusters Score -40849.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -40856.347656 Penalty: 2838.898193
	Iteration 5Q: 3 clusters Score -40856.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -40859.941406 Penalty: 2838.898193
	Iteration 6Q: 3 clusters Score -40859.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -40868.980469 Penalty: 2838.898193
	Iteration 7Q: 3 clusters Score -40868.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -40891.667969 Penalty: 2838.898193
	Iteration 8Q: 3 clusters Score -40891.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -40906.906250 Penalty: 2838.898193
	Iteration 9Q: 3 clusters Score -40906.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -40906.906250 Penalty: 2838.898193
	Iteration 10F: 3 clusters Score -40906.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Entering Unmasked Estep 
Score: -20612.611328 Penalty: 1237.627319
	Iteration 0F: 2 clusters Score -20612.61 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 80 members 
Entering Unmasked Estep 
Score: -19753.396484 Penalty: 2475.254639
	Iteration 0F: 3 clusters Score -19753.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -19798.681641 Penalty: 2475.254639
	Iteration 1Q: 3 clusters Score -19798.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -19842.593750 Penalty: 2475.254639
	Iteration 2Q: 3 clusters Score -19842.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -19858.685547 Penalty: 2475.254639
	Iteration 3Q: 3 clusters Score -19858.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -19904.531250 Penalty: 2475.254639
	Iteration 4Q: 3 clusters Score -19904.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -19913.513672 Penalty: 2475.254639
	Iteration 5Q: 3 clusters Score -19913.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -19921.191406 Penalty: 2475.254639
	Iteration 6Q: 3 clusters Score -19921.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -19921.191406 Penalty: 2475.254639
	Iteration 7F: 3 clusters Score -19921.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Entering Unmasked Estep 
Score: -63164.859375 Penalty: 1507.255371
	Iteration 0F: 2 clusters Score -63164.86 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 220 members 
Entering Unmasked Estep 
Score: -61768.980469 Penalty: 3014.510742
	Iteration 0F: 3 clusters Score -61768.98 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -62193.343750 Penalty: 3014.510742
	Iteration 1F: 3 clusters Score -62193.34 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -62568.203125 Penalty: 3014.510742
	Iteration 2F: 3 clusters Score -62568.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -62990.613281 Penalty: 3014.510742
	Iteration 3F: 3 clusters Score -62990.61 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -63296.832031 Penalty: 3014.510742
	Iteration 4F: 3 clusters Score -63296.83 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -63491.871094 Penalty: 3014.510742
	Iteration 5Q: 3 clusters Score -63491.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -63573.277344 Penalty: 3014.510742
	Iteration 6Q: 3 clusters Score -63573.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -63621.628906 Penalty: 3014.510742
	Iteration 7Q: 3 clusters Score -63621.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -63716.851562 Penalty: 3014.510742
	Iteration 8Q: 3 clusters Score -63716.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -63716.851562 Penalty: 3014.510742
	Iteration 9F: 3 clusters Score -63716.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 2522 members 
Mstep: Class 3 contains 4147 members 
Mstep: Class 4 contains 12068 members 
Mstep: Class 5 contains 3183 members 
Mstep: Class 6 contains 2553 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7705 members 
Mstep: Class 9 contains 172965 members 
Mstep: Class 10 contains 8510 members 
Mstep: Class 11 contains 3816 members 
Mstep: Class 12 contains 23279 members 
Mstep: Class 13 contains 4031 members 
Mstep: Class 14 contains 6792 members 
Mstep: Class 15 contains 179072 members 
Mstep: Class 16 contains 216778 members 
Mstep: Class 17 contains 11678 members 
Mstep: Class 18 contains 29497 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4180 members 
Mstep: Class 21 contains 22010 members 
Mstep: Class 22 contains 51476 members 
Mstep: Class 23 contains 4484 members 
Mstep: Class 24 contains 2323 members 
Mstep: Class 25 contains 39512 members 
Mstep: Class 26 contains 37628 members 
Mstep: Class 27 contains 6253 members 
Mstep: Class 28 contains 25974 members 
Mstep: Class 29 contains 7494 members 
Mstep: Class 30 contains 19314 members 
Mstep: Class 31 contains 5297 members 
Mstep: Class 32 contains 17594 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11730 members 
Mstep: Class 35 contains 61447 members 
Mstep: Class 36 contains 26450 members 
Mstep: Class 37 contains 7331 members 
Mstep: Class 38 contains 252 members 
Mstep: Class 39 contains 3645 members 
Mstep: Class 40 contains 2904 members 
Mstep: Class 41 contains 27237 members 
Mstep: Class 42 contains 11213 members 
Mstep: Class 43 contains 481 members 
Mstep: Class 44 contains 2848 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10312 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27561 members 
Mstep: Class 49 contains 7942 members 
Mstep: Class 50 contains 312 members 
Mstep: Class 51 contains 28595 members 
Mstep: Class 52 contains 248 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 366 members 
Mstep: Class 56 contains 1130 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 404 members 
Mstep: Class 59 contains 911 members 
Mstep: Class 60 contains 337 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 332 members 
Mstep: Class 63 contains 1077 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 667 members 
Mstep: Class 67 contains 611 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 306 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 184 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1692 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2085 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 193 members 
Mstep: Class 79 contains 944 members 
Mstep: Class 80 contains 252 members 
Entering Unmasked Estep 
Score: -147543072.000000 Penalty: 277521.750000
Splitting cluster 71 changes total score from -147544496.000000 to -147543072.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 72 (248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Entering Unmasked Estep 
Score: -33733.035156 Penalty: 1367.330322
	Iteration 0F: 2 clusters Score -33733.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -32524.472656 Penalty: 2734.660645
	Iteration 0F: 3 clusters Score -32524.47 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -32796.617188 Penalty: 2734.660645
	Iteration 1F: 3 clusters Score -32796.62 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -32886.851562 Penalty: 2734.660645
	Iteration 2Q: 3 clusters Score -32886.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -32972.382812 Penalty: 2734.660645
	Iteration 3Q: 3 clusters Score -32972.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -33015.898438 Penalty: 2734.660645
	Iteration 4Q: 3 clusters Score -33015.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -33021.605469 Penalty: 2734.660645
	Iteration 5Q: 3 clusters Score -33021.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -33029.484375 Penalty: 2734.660645
	Iteration 6Q: 3 clusters Score -33029.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -33059.199219 Penalty: 2734.660645
	Iteration 7Q: 3 clusters Score -33059.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -33095.945312 Penalty: 2734.660645
	Iteration 8Q: 3 clusters Score -33095.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -33098.367188 Penalty: 2734.660645
	Iteration 9Q: 3 clusters Score -33098.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -33098.367188 Penalty: 2734.660645
	Iteration 10F: 3 clusters Score -33098.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 73 (215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Entering Unmasked Estep 
Score: -31694.962891 Penalty: 1331.918213
	Iteration 0F: 2 clusters Score -31694.96 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 103 members 
Entering Unmasked Estep 
Score: -30573.816406 Penalty: 2663.836426
	Iteration 0F: 3 clusters Score -30573.82 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -30673.722656 Penalty: 2663.836426
	Iteration 1F: 3 clusters Score -30673.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -30703.705078 Penalty: 2663.836426
	Iteration 2Q: 3 clusters Score -30703.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -30742.521484 Penalty: 2663.836426
	Iteration 3Q: 3 clusters Score -30742.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -30742.521484 Penalty: 2663.836426
	Iteration 4F: 3 clusters Score -30742.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 74 (1692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Entering Unmasked Estep 
Score: -245130.953125 Penalty: 1843.549316
	Iteration 0F: 2 clusters Score -245131 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -243035.406250 Penalty: 3687.098633
	Iteration 0F: 3 clusters Score -243035.4 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -244486.937500 Penalty: 3687.098633
	Iteration 1F: 3 clusters Score -244486.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -245027.203125 Penalty: 3687.098633
	Iteration 2F: 3 clusters Score -245027.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -245260.437500 Penalty: 3687.098633
	Iteration 3F: 3 clusters Score -245260.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -245345.296875 Penalty: 3687.098633
	Iteration 4Q: 3 clusters Score -245345.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -245381.109375 Penalty: 3687.098633
	Iteration 5Q: 3 clusters Score -245381.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -245389.953125 Penalty: 3687.098633
	Iteration 6Q: 3 clusters Score -245390 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -245392.468750 Penalty: 3687.098633
	Iteration 7Q: 3 clusters Score -245392.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -245393.375000 Penalty: 3687.098633
	Iteration 8Q: 3 clusters Score -245393.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -245394.000000 Penalty: 3687.098633
	Iteration 9Q: 3 clusters Score -245394 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -245394.000000 Penalty: 3687.098633
	Iteration 10F: 3 clusters Score -245394 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 2522 members 
Mstep: Class 3 contains 4147 members 
Mstep: Class 4 contains 12068 members 
Mstep: Class 5 contains 3183 members 
Mstep: Class 6 contains 2553 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7705 members 
Mstep: Class 9 contains 172965 members 
Mstep: Class 10 contains 8510 members 
Mstep: Class 11 contains 3816 members 
Mstep: Class 12 contains 23279 members 
Mstep: Class 13 contains 4031 members 
Mstep: Class 14 contains 6792 members 
Mstep: Class 15 contains 179072 members 
Mstep: Class 16 contains 216778 members 
Mstep: Class 17 contains 11678 members 
Mstep: Class 18 contains 29497 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4180 members 
Mstep: Class 21 contains 22010 members 
Mstep: Class 22 contains 51476 members 
Mstep: Class 23 contains 4484 members 
Mstep: Class 24 contains 2323 members 
Mstep: Class 25 contains 39512 members 
Mstep: Class 26 contains 37628 members 
Mstep: Class 27 contains 6253 members 
Mstep: Class 28 contains 25974 members 
Mstep: Class 29 contains 7494 members 
Mstep: Class 30 contains 19314 members 
Mstep: Class 31 contains 5297 members 
Mstep: Class 32 contains 17594 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11730 members 
Mstep: Class 35 contains 61447 members 
Mstep: Class 36 contains 26450 members 
Mstep: Class 37 contains 7331 members 
Mstep: Class 38 contains 252 members 
Mstep: Class 39 contains 3645 members 
Mstep: Class 40 contains 2904 members 
Mstep: Class 41 contains 27237 members 
Mstep: Class 42 contains 11213 members 
Mstep: Class 43 contains 481 members 
Mstep: Class 44 contains 2848 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10312 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27561 members 
Mstep: Class 49 contains 7942 members 
Mstep: Class 50 contains 312 members 
Mstep: Class 51 contains 28595 members 
Mstep: Class 52 contains 248 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 366 members 
Mstep: Class 56 contains 1130 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 404 members 
Mstep: Class 59 contains 911 members 
Mstep: Class 60 contains 337 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 332 members 
Mstep: Class 63 contains 1077 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 667 members 
Mstep: Class 67 contains 611 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 306 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 436 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 591 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2085 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 193 members 
Mstep: Class 79 contains 944 members 
Mstep: Class 80 contains 1101 members 
Entering Unmasked Estep 
Score: -147542784.000000 Penalty: 277521.750000
Splitting cluster 74 changes total score from -147544496.000000 to -147542784.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 75 (309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Entering Unmasked Estep 
Score: -42010.617188 Penalty: 1421.868652
	Iteration 0F: 2 clusters Score -42010.62 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 147 members 
Entering Unmasked Estep 
Score: -40876.417969 Penalty: 2843.737305
	Iteration 0F: 3 clusters Score -40876.42 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -41472.328125 Penalty: 2843.737305
	Iteration 1F: 3 clusters Score -41472.33 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -42010.417969 Penalty: 2843.737305
	Iteration 2F: 3 clusters Score -42010.42 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -42101.710938 Penalty: 2843.737305
	Iteration 3Q: 3 clusters Score -42101.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -42128.695312 Penalty: 2843.737305
	Iteration 4Q: 3 clusters Score -42128.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -42128.695312 Penalty: 2843.737305
	Iteration 5F: 3 clusters Score -42128.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 2522 members 
Mstep: Class 3 contains 4147 members 
Mstep: Class 4 contains 12068 members 
Mstep: Class 5 contains 3183 members 
Mstep: Class 6 contains 2553 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7705 members 
Mstep: Class 9 contains 172965 members 
Mstep: Class 10 contains 8510 members 
Mstep: Class 11 contains 3816 members 
Mstep: Class 12 contains 23279 members 
Mstep: Class 13 contains 4031 members 
Mstep: Class 14 contains 6792 members 
Mstep: Class 15 contains 179072 members 
Mstep: Class 16 contains 216778 members 
Mstep: Class 17 contains 11678 members 
Mstep: Class 18 contains 29497 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4180 members 
Mstep: Class 21 contains 22010 members 
Mstep: Class 22 contains 51476 members 
Mstep: Class 23 contains 4484 members 
Mstep: Class 24 contains 2323 members 
Mstep: Class 25 contains 39512 members 
Mstep: Class 26 contains 37628 members 
Mstep: Class 27 contains 6253 members 
Mstep: Class 28 contains 25974 members 
Mstep: Class 29 contains 7494 members 
Mstep: Class 30 contains 19314 members 
Mstep: Class 31 contains 5297 members 
Mstep: Class 32 contains 17594 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11730 members 
Mstep: Class 35 contains 61447 members 
Mstep: Class 36 contains 26450 members 
Mstep: Class 37 contains 7331 members 
Mstep: Class 38 contains 252 members 
Mstep: Class 39 contains 3645 members 
Mstep: Class 40 contains 2904 members 
Mstep: Class 41 contains 27237 members 
Mstep: Class 42 contains 11213 members 
Mstep: Class 43 contains 481 members 
Mstep: Class 44 contains 2848 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10312 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27561 members 
Mstep: Class 49 contains 7942 members 
Mstep: Class 50 contains 312 members 
Mstep: Class 51 contains 28595 members 
Mstep: Class 52 contains 248 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 366 members 
Mstep: Class 56 contains 1130 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 404 members 
Mstep: Class 59 contains 911 members 
Mstep: Class 60 contains 337 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 332 members 
Mstep: Class 63 contains 1077 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 667 members 
Mstep: Class 67 contains 611 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 306 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 436 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1692 members 
Mstep: Class 75 contains 143 members 
Mstep: Class 76 contains 2085 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 193 members 
Mstep: Class 79 contains 944 members 
Mstep: Class 80 contains 166 members 
Entering Unmasked Estep 
Score: -147542592.000000 Penalty: 277521.750000
Splitting cluster 75 changes total score from -147544496.000000 to -147542592.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 76 (2085 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Entering Unmasked Estep 
Score: -277967.218750 Penalty: 1895.346069
	Iteration 0F: 2 clusters Score -277967.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -275540.125000 Penalty: 3790.692139
	Iteration 0F: 3 clusters Score -275540.1 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -276936.218750 Penalty: 3790.692139
	Iteration 1F: 3 clusters Score -276936.2 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -277628.125000 Penalty: 3790.692139
	Iteration 2F: 3 clusters Score -277628.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -278070.093750 Penalty: 3790.692139
	Iteration 3F: 3 clusters Score -278070.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -278216.093750 Penalty: 3790.692139
	Iteration 4Q: 3 clusters Score -278216.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -278278.781250 Penalty: 3790.692139
	Iteration 5Q: 3 clusters Score -278278.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -278307.562500 Penalty: 3790.692139
	Iteration 6Q: 3 clusters Score -278307.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -278317.312500 Penalty: 3790.692139
	Iteration 7Q: 3 clusters Score -278317.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -278326.843750 Penalty: 3790.692139
	Iteration 8Q: 3 clusters Score -278326.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -278335.312500 Penalty: 3790.692139
	Iteration 9Q: 3 clusters Score -278335.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -278340.093750 Penalty: 3790.692139
	Iteration 10Q: 3 clusters Score -278340.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -278346.343750 Penalty: 3790.692139
	Iteration 11Q: 3 clusters Score -278346.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -278347.375000 Penalty: 3790.692139
	Iteration 12Q: 3 clusters Score -278347.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -278348.625000 Penalty: 3790.692139
	Iteration 13Q: 3 clusters Score -278348.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -278348.625000 Penalty: 3790.692139
	Iteration 14F: 3 clusters Score -278348.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 2522 members 
Mstep: Class 3 contains 4147 members 
Mstep: Class 4 contains 12068 members 
Mstep: Class 5 contains 3183 members 
Mstep: Class 6 contains 2553 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7705 members 
Mstep: Class 9 contains 172965 members 
Mstep: Class 10 contains 8510 members 
Mstep: Class 11 contains 3816 members 
Mstep: Class 12 contains 23279 members 
Mstep: Class 13 contains 4031 members 
Mstep: Class 14 contains 6792 members 
Mstep: Class 15 contains 179072 members 
Mstep: Class 16 contains 216778 members 
Mstep: Class 17 contains 11678 members 
Mstep: Class 18 contains 29497 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4180 members 
Mstep: Class 21 contains 22010 members 
Mstep: Class 22 contains 51476 members 
Mstep: Class 23 contains 4484 members 
Mstep: Class 24 contains 2323 members 
Mstep: Class 25 contains 39512 members 
Mstep: Class 26 contains 37628 members 
Mstep: Class 27 contains 6253 members 
Mstep: Class 28 contains 25974 members 
Mstep: Class 29 contains 7494 members 
Mstep: Class 30 contains 19314 members 
Mstep: Class 31 contains 5297 members 
Mstep: Class 32 contains 17594 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11730 members 
Mstep: Class 35 contains 61447 members 
Mstep: Class 36 contains 26450 members 
Mstep: Class 37 contains 7331 members 
Mstep: Class 38 contains 252 members 
Mstep: Class 39 contains 3645 members 
Mstep: Class 40 contains 2904 members 
Mstep: Class 41 contains 27237 members 
Mstep: Class 42 contains 11213 members 
Mstep: Class 43 contains 481 members 
Mstep: Class 44 contains 2848 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10312 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27561 members 
Mstep: Class 49 contains 7942 members 
Mstep: Class 50 contains 312 members 
Mstep: Class 51 contains 28595 members 
Mstep: Class 52 contains 248 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 366 members 
Mstep: Class 56 contains 1130 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 404 members 
Mstep: Class 59 contains 911 members 
Mstep: Class 60 contains 337 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 332 members 
Mstep: Class 63 contains 1077 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 667 members 
Mstep: Class 67 contains 611 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 306 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 436 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1692 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 719 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 193 members 
Mstep: Class 79 contains 944 members 
Mstep: Class 80 contains 1366 members 
Entering Unmasked Estep 
Score: -147543088.000000 Penalty: 277521.750000
Splitting cluster 76 changes total score from -147544496.000000 to -147543088.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 77 (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: -59391.492188 Penalty: 1497.983154
	Iteration 0F: 2 clusters Score -59391.49 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 210 members 
Entering Unmasked Estep 
Score: -58035.750000 Penalty: 2995.966309
	Iteration 0F: 3 clusters Score -58035.75 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -58555.664062 Penalty: 2995.966309
	Iteration 1F: 3 clusters Score -58555.66 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -59128.875000 Penalty: 2995.966309
	Iteration 2F: 3 clusters Score -59128.88 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -59567.164062 Penalty: 2995.966309
	Iteration 3F: 3 clusters Score -59567.16 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -59701.953125 Penalty: 2995.966309
	Iteration 4Q: 3 clusters Score -59701.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -59738.617188 Penalty: 2995.966309
	Iteration 5Q: 3 clusters Score -59738.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -59745.031250 Penalty: 2995.966309
	Iteration 6Q: 3 clusters Score -59745.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -59748.472656 Penalty: 2995.966309
	Iteration 7Q: 3 clusters Score -59748.47 nChanged 1
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: -59753.484375 Penalty: 2995.966309
	Iteration 8Q: 3 clusters Score -59753.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -59815.863281 Penalty: 2995.966309
	Iteration 9Q: 3 clusters Score -59815.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -59893.375000 Penalty: 2995.966309
	Iteration 10Q: 3 clusters Score -59893.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -59893.375000 Penalty: 2995.966309
	Iteration 11F: 3 clusters Score -59893.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 2522 members 
Mstep: Class 3 contains 4147 members 
Mstep: Class 4 contains 12068 members 
Mstep: Class 5 contains 3183 members 
Mstep: Class 6 contains 2553 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7705 members 
Mstep: Class 9 contains 172965 members 
Mstep: Class 10 contains 8510 members 
Mstep: Class 11 contains 3816 members 
Mstep: Class 12 contains 23279 members 
Mstep: Class 13 contains 4031 members 
Mstep: Class 14 contains 6792 members 
Mstep: Class 15 contains 179072 members 
Mstep: Class 16 contains 216778 members 
Mstep: Class 17 contains 11678 members 
Mstep: Class 18 contains 29497 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4180 members 
Mstep: Class 21 contains 22010 members 
Mstep: Class 22 contains 51476 members 
Mstep: Class 23 contains 4484 members 
Mstep: Class 24 contains 2323 members 
Mstep: Class 25 contains 39512 members 
Mstep: Class 26 contains 37628 members 
Mstep: Class 27 contains 6253 members 
Mstep: Class 28 contains 25974 members 
Mstep: Class 29 contains 7494 members 
Mstep: Class 30 contains 19314 members 
Mstep: Class 31 contains 5297 members 
Mstep: Class 32 contains 17594 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11730 members 
Mstep: Class 35 contains 61447 members 
Mstep: Class 36 contains 26450 members 
Mstep: Class 37 contains 7331 members 
Mstep: Class 38 contains 252 members 
Mstep: Class 39 contains 3645 members 
Mstep: Class 40 contains 2904 members 
Mstep: Class 41 contains 27237 members 
Mstep: Class 42 contains 11213 members 
Mstep: Class 43 contains 481 members 
Mstep: Class 44 contains 2848 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10312 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27561 members 
Mstep: Class 49 contains 7942 members 
Mstep: Class 50 contains 312 members 
Mstep: Class 51 contains 28595 members 
Mstep: Class 52 contains 248 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 366 members 
Mstep: Class 56 contains 1130 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 404 members 
Mstep: Class 59 contains 911 members 
Mstep: Class 60 contains 337 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 332 members 
Mstep: Class 63 contains 1077 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 667 members 
Mstep: Class 67 contains 611 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 306 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 436 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1692 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2085 members 
Mstep: Class 77 contains 195 members 
Mstep: Class 78 contains 193 members 
Mstep: Class 79 contains 944 members 
Mstep: Class 80 contains 225 members 
Entering Unmasked Estep 
Score: -147543008.000000 Penalty: 277521.750000
Splitting cluster 77 changes total score from -147544496.000000 to -147543008.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 78 (193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Entering Unmasked Estep 
Score: -26452.748047 Penalty: 1305.147095
	Iteration 0F: 2 clusters Score -26452.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -25430.800781 Penalty: 2610.294189
	Iteration 0F: 3 clusters Score -25430.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -25767.439453 Penalty: 2610.294189
	Iteration 1F: 3 clusters Score -25767.44 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -25835.472656 Penalty: 2610.294189
	Iteration 2Q: 3 clusters Score -25835.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -25873.251953 Penalty: 2610.294189
	Iteration 3Q: 3 clusters Score -25873.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -25875.695312 Penalty: 2610.294189
	Iteration 4Q: 3 clusters Score -25875.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -25875.695312 Penalty: 2610.294189
	Iteration 5F: 3 clusters Score -25875.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 79 (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: -144668.921875 Penalty: 1698.831299
	Iteration 0F: 2 clusters Score -144668.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -142841.781250 Penalty: 3397.662598
	Iteration 0F: 3 clusters Score -142841.8 nChanged 255
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: -143445.375000 Penalty: 3397.662598
	Iteration 1F: 3 clusters Score -143445.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -143981.203125 Penalty: 3397.662598
	Iteration 2F: 3 clusters Score -143981.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -144408.968750 Penalty: 3397.662598
	Iteration 3F: 3 clusters Score -144409 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -144640.765625 Penalty: 3397.662598
	Iteration 4F: 3 clusters Score -144640.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -144700.484375 Penalty: 3397.662598
	Iteration 5Q: 3 clusters Score -144700.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -144720.359375 Penalty: 3397.662598
	Iteration 6Q: 3 clusters Score -144720.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -144735.046875 Penalty: 3397.662598
	Iteration 7Q: 3 clusters Score -144735 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -144738.046875 Penalty: 3397.662598
	Iteration 8Q: 3 clusters Score -144738 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -144739.953125 Penalty: 3397.662598
	Iteration 9Q: 3 clusters Score -144740 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -144741.625000 Penalty: 3397.662598
	Iteration 10Q: 3 clusters Score -144741.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -144743.953125 Penalty: 3397.662598
	Iteration 11Q: 3 clusters Score -144744 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -144746.437500 Penalty: 3397.662598
	Iteration 12Q: 3 clusters Score -144746.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -144748.406250 Penalty: 3397.662598
	Iteration 13Q: 3 clusters Score -144748.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -144753.343750 Penalty: 3397.662598
	Iteration 14Q: 3 clusters Score -144753.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -144759.562500 Penalty: 3397.662598
	Iteration 15Q: 3 clusters Score -144759.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -144764.078125 Penalty: 3397.662598
	Iteration 16Q: 3 clusters Score -144764.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -144767.406250 Penalty: 3397.662598
	Iteration 17Q: 3 clusters Score -144767.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -144767.406250 Penalty: 3397.662598
	Iteration 18F: 3 clusters Score -144767.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 2522 members 
Mstep: Class 3 contains 4147 members 
Mstep: Class 4 contains 12068 members 
Mstep: Class 5 contains 3183 members 
Mstep: Class 6 contains 2553 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7705 members 
Mstep: Class 9 contains 172965 members 
Mstep: Class 10 contains 8510 members 
Mstep: Class 11 contains 3816 members 
Mstep: Class 12 contains 23279 members 
Mstep: Class 13 contains 4031 members 
Mstep: Class 14 contains 6792 members 
Mstep: Class 15 contains 179072 members 
Mstep: Class 16 contains 216778 members 
Mstep: Class 17 contains 11678 members 
Mstep: Class 18 contains 29497 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4180 members 
Mstep: Class 21 contains 22010 members 
Mstep: Class 22 contains 51476 members 
Mstep: Class 23 contains 4484 members 
Mstep: Class 24 contains 2323 members 
Mstep: Class 25 contains 39512 members 
Mstep: Class 26 contains 37628 members 
Mstep: Class 27 contains 6253 members 
Mstep: Class 28 contains 25974 members 
Mstep: Class 29 contains 7494 members 
Mstep: Class 30 contains 19314 members 
Mstep: Class 31 contains 5297 members 
Mstep: Class 32 contains 17594 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11730 members 
Mstep: Class 35 contains 61447 members 
Mstep: Class 36 contains 26450 members 
Mstep: Class 37 contains 7331 members 
Mstep: Class 38 contains 252 members 
Mstep: Class 39 contains 3645 members 
Mstep: Class 40 contains 2904 members 
Mstep: Class 41 contains 27237 members 
Mstep: Class 42 contains 11213 members 
Mstep: Class 43 contains 481 members 
Mstep: Class 44 contains 2848 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10312 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27561 members 
Mstep: Class 49 contains 7942 members 
Mstep: Class 50 contains 312 members 
Mstep: Class 51 contains 28595 members 
Mstep: Class 52 contains 248 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 366 members 
Mstep: Class 56 contains 1130 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 404 members 
Mstep: Class 59 contains 911 members 
Mstep: Class 60 contains 337 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 332 members 
Mstep: Class 63 contains 1077 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 667 members 
Mstep: Class 67 contains 611 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 306 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 436 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1692 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2085 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 193 members 
Mstep: Class 79 contains 471 members 
Mstep: Class 80 contains 473 members 
Entering Unmasked Estep 
Score: -147542640.000000 Penalty: 277521.750000
Splitting cluster 79 changes total score from -147544496.000000 to -147542640.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 2522 members 
Mstep: Class 3 contains 4147 members 
Mstep: Class 4 contains 12068 members 
Mstep: Class 5 contains 3183 members 
Mstep: Class 6 contains 2553 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7705 members 
Mstep: Class 9 contains 172965 members 
Mstep: Class 10 contains 8510 members 
Mstep: Class 11 contains 3816 members 
Mstep: Class 12 contains 23279 members 
Mstep: Class 13 contains 4031 members 
Mstep: Class 14 contains 6792 members 
Mstep: Class 15 contains 179072 members 
Mstep: Class 16 contains 216778 members 
Mstep: Class 17 contains 11678 members 
Mstep: Class 18 contains 29497 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4180 members 
Mstep: Class 21 contains 22010 members 
Mstep: Class 22 contains 51476 members 
Mstep: Class 23 contains 4484 members 
Mstep: Class 24 contains 2323 members 
Mstep: Class 25 contains 39512 members 
Mstep: Class 26 contains 37628 members 
Mstep: Class 27 contains 6253 members 
Mstep: Class 28 contains 25974 members 
Mstep: Class 29 contains 7494 members 
Mstep: Class 30 contains 19314 members 
Mstep: Class 31 contains 5297 members 
Mstep: Class 32 contains 17594 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11730 members 
Mstep: Class 35 contains 61447 members 
Mstep: Class 36 contains 26450 members 
Mstep: Class 37 contains 7331 members 
Mstep: Class 38 contains 252 members 
Mstep: Class 39 contains 3645 members 
Mstep: Class 40 contains 2904 members 
Mstep: Class 41 contains 27237 members 
Mstep: Class 42 contains 11213 members 
Mstep: Class 43 contains 481 members 
Mstep: Class 44 contains 2848 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10312 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27561 members 
Mstep: Class 49 contains 7942 members 
Mstep: Class 50 contains 312 members 
Mstep: Class 51 contains 28595 members 
Mstep: Class 52 contains 248 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 366 members 
Mstep: Class 56 contains 1130 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 404 members 
Mstep: Class 59 contains 911 members 
Mstep: Class 60 contains 337 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 332 members 
Mstep: Class 63 contains 1077 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 667 members 
Mstep: Class 67 contains 611 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 306 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 436 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1692 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2085 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 193 members 
Mstep: Class 79 contains 944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147544528.000000 Penalty: 274052.718750
Iteration 319Q: 80 clusters Score -1.475445e+08 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 2522 members 
Mstep: Class 3 contains 4147 members 
Mstep: Class 4 contains 12068 members 
Mstep: Class 5 contains 3183 members 
Mstep: Class 6 contains 2553 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7705 members 
Mstep: Class 9 contains 172963 members 
Mstep: Class 10 contains 8510 members 
Mstep: Class 11 contains 3816 members 
Mstep: Class 12 contains 23278 members 
Mstep: Class 13 contains 4031 members 
Mstep: Class 14 contains 6792 members 
Mstep: Class 15 contains 179061 members 
Mstep: Class 16 contains 216771 members 
Mstep: Class 17 contains 11678 members 
Mstep: Class 18 contains 29500 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4180 members 
Mstep: Class 21 contains 22004 members 
Mstep: Class 22 contains 51479 members 
Mstep: Class 23 contains 4484 members 
Mstep: Class 24 contains 2323 members 
Mstep: Class 25 contains 39514 members 
Mstep: Class 26 contains 37628 members 
Mstep: Class 27 contains 6251 members 
Mstep: Class 28 contains 25974 members 
Mstep: Class 29 contains 7493 members 
Mstep: Class 30 contains 19312 members 
Mstep: Class 31 contains 5298 members 
Mstep: Class 32 contains 17591 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11730 members 
Mstep: Class 35 contains 61443 members 
Mstep: Class 36 contains 26452 members 
Mstep: Class 37 contains 7331 members 
Mstep: Class 38 contains 252 members 
Mstep: Class 39 contains 3645 members 
Mstep: Class 40 contains 2904 members 
Mstep: Class 41 contains 27280 members 
Mstep: Class 42 contains 11214 members 
Mstep: Class 43 contains 481 members 
Mstep: Class 44 contains 2848 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10312 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27561 members 
Mstep: Class 49 contains 7943 members 
Mstep: Class 50 contains 312 members 
Mstep: Class 51 contains 28578 members 
Mstep: Class 52 contains 248 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 366 members 
Mstep: Class 56 contains 1130 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 404 members 
Mstep: Class 59 contains 911 members 
Mstep: Class 60 contains 337 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 332 members 
Mstep: Class 63 contains 1077 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 667 members 
Mstep: Class 67 contains 611 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 306 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 436 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1692 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2085 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 193 members 
Mstep: Class 79 contains 944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147544544.000000 Penalty: 274052.718750
Iteration 320F: 80 clusters Score -1.475445e+08 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 2522 members 
Mstep: Class 3 contains 4147 members 
Mstep: Class 4 contains 12068 members 
Mstep: Class 5 contains 3184 members 
Mstep: Class 6 contains 2553 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7705 members 
Mstep: Class 9 contains 172962 members 
Mstep: Class 10 contains 8508 members 
Mstep: Class 11 contains 3816 members 
Mstep: Class 12 contains 23277 members 
Mstep: Class 13 contains 4031 members 
Mstep: Class 14 contains 6792 members 
Mstep: Class 15 contains 179043 members 
Mstep: Class 16 contains 216776 members 
Mstep: Class 17 contains 11679 members 
Mstep: Class 18 contains 29503 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4180 members 
Mstep: Class 21 contains 21998 members 
Mstep: Class 22 contains 51476 members 
Mstep: Class 23 contains 4484 members 
Mstep: Class 24 contains 2323 members 
Mstep: Class 25 contains 39512 members 
Mstep: Class 26 contains 37627 members 
Mstep: Class 27 contains 6252 members 
Mstep: Class 28 contains 25974 members 
Mstep: Class 29 contains 7493 members 
Mstep: Class 30 contains 19311 members 
Mstep: Class 31 contains 5299 members 
Mstep: Class 32 contains 17590 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11730 members 
Mstep: Class 35 contains 61440 members 
Mstep: Class 36 contains 26452 members 
Mstep: Class 37 contains 7331 members 
Mstep: Class 38 contains 252 members 
Mstep: Class 39 contains 3645 members 
Mstep: Class 40 contains 2902 members 
Mstep: Class 41 contains 27323 members 
Mstep: Class 42 contains 11213 members 
Mstep: Class 43 contains 481 members 
Mstep: Class 44 contains 2848 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10313 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27561 members 
Mstep: Class 49 contains 7944 members 
Mstep: Class 50 contains 312 members 
Mstep: Class 51 contains 28563 members 
Mstep: Class 52 contains 248 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 366 members 
Mstep: Class 56 contains 1130 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 404 members 
Mstep: Class 59 contains 911 members 
Mstep: Class 60 contains 337 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 332 members 
Mstep: Class 63 contains 1077 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 667 members 
Mstep: Class 67 contains 611 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 306 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 436 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1692 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2085 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 193 members 
Mstep: Class 79 contains 944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147544544.000000 Penalty: 274052.718750
Iteration 321Q: 80 clusters Score -1.475445e+08 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 2522 members 
Mstep: Class 3 contains 4147 members 
Mstep: Class 4 contains 12067 members 
Mstep: Class 5 contains 3186 members 
Mstep: Class 6 contains 2553 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7705 members 
Mstep: Class 9 contains 172960 members 
Mstep: Class 10 contains 8508 members 
Mstep: Class 11 contains 3816 members 
Mstep: Class 12 contains 23276 members 
Mstep: Class 13 contains 4031 members 
Mstep: Class 14 contains 6792 members 
Mstep: Class 15 contains 179021 members 
Mstep: Class 16 contains 216773 members 
Mstep: Class 17 contains 11680 members 
Mstep: Class 18 contains 29506 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4180 members 
Mstep: Class 21 contains 21991 members 
Mstep: Class 22 contains 51476 members 
Mstep: Class 23 contains 4484 members 
Mstep: Class 24 contains 2323 members 
Mstep: Class 25 contains 39515 members 
Mstep: Class 26 contains 37627 members 
Mstep: Class 27 contains 6251 members 
Mstep: Class 28 contains 25972 members 
Mstep: Class 29 contains 7493 members 
Mstep: Class 30 contains 19304 members 
Mstep: Class 31 contains 5298 members 
Mstep: Class 32 contains 17589 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11729 members 
Mstep: Class 35 contains 61440 members 
Mstep: Class 36 contains 26457 members 
Mstep: Class 37 contains 7331 members 
Mstep: Class 38 contains 252 members 
Mstep: Class 39 contains 3645 members 
Mstep: Class 40 contains 2902 members 
Mstep: Class 41 contains 27368 members 
Mstep: Class 42 contains 11212 members 
Mstep: Class 43 contains 481 members 
Mstep: Class 44 contains 2848 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10316 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27561 members 
Mstep: Class 49 contains 7944 members 
Mstep: Class 50 contains 312 members 
Mstep: Class 51 contains 28551 members 
Mstep: Class 52 contains 248 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 366 members 
Mstep: Class 56 contains 1130 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 404 members 
Mstep: Class 59 contains 911 members 
Mstep: Class 60 contains 337 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 332 members 
Mstep: Class 63 contains 1077 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 667 members 
Mstep: Class 67 contains 611 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 306 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 436 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1692 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2085 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 193 members 
Mstep: Class 79 contains 944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147544592.000000 Penalty: 274052.718750
Iteration 322Q: 80 clusters Score -1.475446e+08 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 2522 members 
Mstep: Class 3 contains 4147 members 
Mstep: Class 4 contains 12067 members 
Mstep: Class 5 contains 3189 members 
Mstep: Class 6 contains 2553 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7706 members 
Mstep: Class 9 contains 172957 members 
Mstep: Class 10 contains 8507 members 
Mstep: Class 11 contains 3816 members 
Mstep: Class 12 contains 23277 members 
Mstep: Class 13 contains 4031 members 
Mstep: Class 14 contains 6792 members 
Mstep: Class 15 contains 178996 members 
Mstep: Class 16 contains 216764 members 
Mstep: Class 17 contains 11679 members 
Mstep: Class 18 contains 29508 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4180 members 
Mstep: Class 21 contains 21988 members 
Mstep: Class 22 contains 51482 members 
Mstep: Class 23 contains 4484 members 
Mstep: Class 24 contains 2323 members 
Mstep: Class 25 contains 39514 members 
Mstep: Class 26 contains 37626 members 
Mstep: Class 27 contains 6251 members 
Mstep: Class 28 contains 25971 members 
Mstep: Class 29 contains 7493 members 
Mstep: Class 30 contains 19294 members 
Mstep: Class 31 contains 5299 members 
Mstep: Class 32 contains 17588 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11727 members 
Mstep: Class 35 contains 61440 members 
Mstep: Class 36 contains 26460 members 
Mstep: Class 37 contains 7331 members 
Mstep: Class 38 contains 252 members 
Mstep: Class 39 contains 3645 members 
Mstep: Class 40 contains 2902 members 
Mstep: Class 41 contains 27421 members 
Mstep: Class 42 contains 11212 members 
Mstep: Class 43 contains 481 members 
Mstep: Class 44 contains 2848 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10316 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27562 members 
Mstep: Class 49 contains 7943 members 
Mstep: Class 50 contains 312 members 
Mstep: Class 51 contains 28539 members 
Mstep: Class 52 contains 248 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 366 members 
Mstep: Class 56 contains 1130 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 404 members 
Mstep: Class 59 contains 911 members 
Mstep: Class 60 contains 337 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 332 members 
Mstep: Class 63 contains 1077 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 667 members 
Mstep: Class 67 contains 611 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 306 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 436 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1692 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2085 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 193 members 
Mstep: Class 79 contains 944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147544576.000000 Penalty: 274052.718750
Iteration 323Q: 80 clusters Score -1.475446e+08 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 2522 members 
Mstep: Class 3 contains 4147 members 
Mstep: Class 4 contains 12068 members 
Mstep: Class 5 contains 3187 members 
Mstep: Class 6 contains 2553 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7707 members 
Mstep: Class 9 contains 172949 members 
Mstep: Class 10 contains 8506 members 
Mstep: Class 11 contains 3816 members 
Mstep: Class 12 contains 23277 members 
Mstep: Class 13 contains 4031 members 
Mstep: Class 14 contains 6792 members 
Mstep: Class 15 contains 178965 members 
Mstep: Class 16 contains 216757 members 
Mstep: Class 17 contains 11678 members 
Mstep: Class 18 contains 29513 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4180 members 
Mstep: Class 21 contains 21978 members 
Mstep: Class 22 contains 51487 members 
Mstep: Class 23 contains 4484 members 
Mstep: Class 24 contains 2323 members 
Mstep: Class 25 contains 39512 members 
Mstep: Class 26 contains 37627 members 
Mstep: Class 27 contains 6250 members 
Mstep: Class 28 contains 25972 members 
Mstep: Class 29 contains 7493 members 
Mstep: Class 30 contains 19288 members 
Mstep: Class 31 contains 5297 members 
Mstep: Class 32 contains 17587 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11727 members 
Mstep: Class 35 contains 61441 members 
Mstep: Class 36 contains 26465 members 
Mstep: Class 37 contains 7331 members 
Mstep: Class 38 contains 252 members 
Mstep: Class 39 contains 3645 members 
Mstep: Class 40 contains 2901 members 
Mstep: Class 41 contains 27482 members 
Mstep: Class 42 contains 11212 members 
Mstep: Class 43 contains 481 members 
Mstep: Class 44 contains 2848 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10314 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27561 members 
Mstep: Class 49 contains 7944 members 
Mstep: Class 50 contains 312 members 
Mstep: Class 51 contains 28533 members 
Mstep: Class 52 contains 248 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 366 members 
Mstep: Class 56 contains 1130 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 404 members 
Mstep: Class 59 contains 911 members 
Mstep: Class 60 contains 337 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 332 members 
Mstep: Class 63 contains 1077 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 667 members 
Mstep: Class 67 contains 611 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 306 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 436 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1692 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2085 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 193 members 
Mstep: Class 79 contains 944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147544560.000000 Penalty: 274052.718750
Iteration 324Q: 80 clusters Score -1.475446e+08 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 2522 members 
Mstep: Class 3 contains 4147 members 
Mstep: Class 4 contains 12068 members 
Mstep: Class 5 contains 3186 members 
Mstep: Class 6 contains 2553 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7707 members 
Mstep: Class 9 contains 172942 members 
Mstep: Class 10 contains 8506 members 
Mstep: Class 11 contains 3816 members 
Mstep: Class 12 contains 23276 members 
Mstep: Class 13 contains 4031 members 
Mstep: Class 14 contains 6793 members 
Mstep: Class 15 contains 178944 members 
Mstep: Class 16 contains 216747 members 
Mstep: Class 17 contains 11677 members 
Mstep: Class 18 contains 29511 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4180 members 
Mstep: Class 21 contains 21976 members 
Mstep: Class 22 contains 51495 members 
Mstep: Class 23 contains 4484 members 
Mstep: Class 24 contains 2323 members 
Mstep: Class 25 contains 39506 members 
Mstep: Class 26 contains 37626 members 
Mstep: Class 27 contains 6250 members 
Mstep: Class 28 contains 25971 members 
Mstep: Class 29 contains 7493 members 
Mstep: Class 30 contains 19284 members 
Mstep: Class 31 contains 5298 members 
Mstep: Class 32 contains 17586 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11726 members 
Mstep: Class 35 contains 61442 members 
Mstep: Class 36 contains 26462 members 
Mstep: Class 37 contains 7331 members 
Mstep: Class 38 contains 252 members 
Mstep: Class 39 contains 3645 members 
Mstep: Class 40 contains 2901 members 
Mstep: Class 41 contains 27540 members 
Mstep: Class 42 contains 11212 members 
Mstep: Class 43 contains 481 members 
Mstep: Class 44 contains 2848 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10314 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27561 members 
Mstep: Class 49 contains 7944 members 
Mstep: Class 50 contains 312 members 
Mstep: Class 51 contains 28526 members 
Mstep: Class 52 contains 248 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 366 members 
Mstep: Class 56 contains 1130 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 404 members 
Mstep: Class 59 contains 911 members 
Mstep: Class 60 contains 337 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 332 members 
Mstep: Class 63 contains 1077 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 667 members 
Mstep: Class 67 contains 611 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 306 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 436 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1692 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2085 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 193 members 
Mstep: Class 79 contains 944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147544576.000000 Penalty: 274052.718750
Iteration 325Q: 80 clusters Score -1.475446e+08 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 2522 members 
Mstep: Class 3 contains 4147 members 
Mstep: Class 4 contains 12069 members 
Mstep: Class 5 contains 3186 members 
Mstep: Class 6 contains 2553 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7707 members 
Mstep: Class 9 contains 172935 members 
Mstep: Class 10 contains 8508 members 
Mstep: Class 11 contains 3817 members 
Mstep: Class 12 contains 23273 members 
Mstep: Class 13 contains 4031 members 
Mstep: Class 14 contains 6794 members 
Mstep: Class 15 contains 178917 members 
Mstep: Class 16 contains 216739 members 
Mstep: Class 17 contains 11678 members 
Mstep: Class 18 contains 29515 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4180 members 
Mstep: Class 21 contains 21971 members 
Mstep: Class 22 contains 51497 members 
Mstep: Class 23 contains 4484 members 
Mstep: Class 24 contains 2323 members 
Mstep: Class 25 contains 39506 members 
Mstep: Class 26 contains 37625 members 
Mstep: Class 27 contains 6248 members 
Mstep: Class 28 contains 25970 members 
Mstep: Class 29 contains 7493 members 
Mstep: Class 30 contains 19277 members 
Mstep: Class 31 contains 5298 members 
Mstep: Class 32 contains 17584 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11726 members 
Mstep: Class 35 contains 61444 members 
Mstep: Class 36 contains 26459 members 
Mstep: Class 37 contains 7331 members 
Mstep: Class 38 contains 252 members 
Mstep: Class 39 contains 3645 members 
Mstep: Class 40 contains 2901 members 
Mstep: Class 41 contains 27598 members 
Mstep: Class 42 contains 11211 members 
Mstep: Class 43 contains 481 members 
Mstep: Class 44 contains 2848 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10314 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27561 members 
Mstep: Class 49 contains 7944 members 
Mstep: Class 50 contains 312 members 
Mstep: Class 51 contains 28521 members 
Mstep: Class 52 contains 248 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 366 members 
Mstep: Class 56 contains 1130 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 404 members 
Mstep: Class 59 contains 911 members 
Mstep: Class 60 contains 337 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 332 members 
Mstep: Class 63 contains 1077 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 667 members 
Mstep: Class 67 contains 611 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 306 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 436 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1692 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2085 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 193 members 
Mstep: Class 79 contains 944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147544480.000000 Penalty: 274052.718750
Iteration 326Q: 80 clusters Score -1.475445e+08 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 2522 members 
Mstep: Class 3 contains 4147 members 
Mstep: Class 4 contains 12070 members 
Mstep: Class 5 contains 3186 members 
Mstep: Class 6 contains 2553 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7706 members 
Mstep: Class 9 contains 172927 members 
Mstep: Class 10 contains 8509 members 
Mstep: Class 11 contains 3817 members 
Mstep: Class 12 contains 23270 members 
Mstep: Class 13 contains 4031 members 
Mstep: Class 14 contains 6795 members 
Mstep: Class 15 contains 178868 members 
Mstep: Class 16 contains 216732 members 
Mstep: Class 17 contains 11679 members 
Mstep: Class 18 contains 29518 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4180 members 
Mstep: Class 21 contains 21966 members 
Mstep: Class 22 contains 51500 members 
Mstep: Class 23 contains 4484 members 
Mstep: Class 24 contains 2323 members 
Mstep: Class 25 contains 39507 members 
Mstep: Class 26 contains 37626 members 
Mstep: Class 27 contains 6247 members 
Mstep: Class 28 contains 25974 members 
Mstep: Class 29 contains 7493 members 
Mstep: Class 30 contains 19273 members 
Mstep: Class 31 contains 5297 members 
Mstep: Class 32 contains 17582 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11726 members 
Mstep: Class 35 contains 61440 members 
Mstep: Class 36 contains 26461 members 
Mstep: Class 37 contains 7331 members 
Mstep: Class 38 contains 252 members 
Mstep: Class 39 contains 3645 members 
Mstep: Class 40 contains 2901 members 
Mstep: Class 41 contains 27666 members 
Mstep: Class 42 contains 11212 members 
Mstep: Class 43 contains 481 members 
Mstep: Class 44 contains 2848 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10314 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27561 members 
Mstep: Class 49 contains 7944 members 
Mstep: Class 50 contains 312 members 
Mstep: Class 51 contains 28519 members 
Mstep: Class 52 contains 248 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 366 members 
Mstep: Class 56 contains 1130 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 404 members 
Mstep: Class 59 contains 911 members 
Mstep: Class 60 contains 337 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 332 members 
Mstep: Class 63 contains 1077 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 667 members 
Mstep: Class 67 contains 611 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 306 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 436 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1692 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2085 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 193 members 
Mstep: Class 79 contains 944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147544480.000000 Penalty: 274052.718750
Iteration 327Q: 80 clusters Score -1.475445e+08 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 2522 members 
Mstep: Class 3 contains 4147 members 
Mstep: Class 4 contains 12070 members 
Mstep: Class 5 contains 3186 members 
Mstep: Class 6 contains 2553 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7705 members 
Mstep: Class 9 contains 172922 members 
Mstep: Class 10 contains 8509 members 
Mstep: Class 11 contains 3818 members 
Mstep: Class 12 contains 23269 members 
Mstep: Class 13 contains 4031 members 
Mstep: Class 14 contains 6796 members 
Mstep: Class 15 contains 178820 members 
Mstep: Class 16 contains 216717 members 
Mstep: Class 17 contains 11679 members 
Mstep: Class 18 contains 29517 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4180 members 
Mstep: Class 21 contains 21956 members 
Mstep: Class 22 contains 51501 members 
Mstep: Class 23 contains 4484 members 
Mstep: Class 24 contains 2323 members 
Mstep: Class 25 contains 39508 members 
Mstep: Class 26 contains 37625 members 
Mstep: Class 27 contains 6244 members 
Mstep: Class 28 contains 25973 members 
Mstep: Class 29 contains 7493 members 
Mstep: Class 30 contains 19270 members 
Mstep: Class 31 contains 5292 members 
Mstep: Class 32 contains 17582 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11726 members 
Mstep: Class 35 contains 61442 members 
Mstep: Class 36 contains 26463 members 
Mstep: Class 37 contains 7331 members 
Mstep: Class 38 contains 252 members 
Mstep: Class 39 contains 3645 members 
Mstep: Class 40 contains 2901 members 
Mstep: Class 41 contains 27755 members 
Mstep: Class 42 contains 11213 members 
Mstep: Class 43 contains 481 members 
Mstep: Class 44 contains 2848 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10314 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27561 members 
Mstep: Class 49 contains 7944 members 
Mstep: Class 50 contains 312 members 
Mstep: Class 51 contains 28514 members 
Mstep: Class 52 contains 248 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 366 members 
Mstep: Class 56 contains 1130 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 404 members 
Mstep: Class 59 contains 911 members 
Mstep: Class 60 contains 337 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 332 members 
Mstep: Class 63 contains 1077 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 667 members 
Mstep: Class 67 contains 611 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 306 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 436 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1692 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2085 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 193 members 
Mstep: Class 79 contains 944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147544336.000000 Penalty: 274052.718750
Iteration 328Q: 80 clusters Score -1.475443e+08 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 2522 members 
Mstep: Class 3 contains 4147 members 
Mstep: Class 4 contains 12070 members 
Mstep: Class 5 contains 3186 members 
Mstep: Class 6 contains 2553 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7706 members 
Mstep: Class 9 contains 172918 members 
Mstep: Class 10 contains 8509 members 
Mstep: Class 11 contains 3818 members 
Mstep: Class 12 contains 23269 members 
Mstep: Class 13 contains 4031 members 
Mstep: Class 14 contains 6796 members 
Mstep: Class 15 contains 178798 members 
Mstep: Class 16 contains 216710 members 
Mstep: Class 17 contains 11679 members 
Mstep: Class 18 contains 29517 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4180 members 
Mstep: Class 21 contains 21945 members 
Mstep: Class 22 contains 51501 members 
Mstep: Class 23 contains 4484 members 
Mstep: Class 24 contains 2323 members 
Mstep: Class 25 contains 39509 members 
Mstep: Class 26 contains 37626 members 
Mstep: Class 27 contains 6242 members 
Mstep: Class 28 contains 25974 members 
Mstep: Class 29 contains 7493 members 
Mstep: Class 30 contains 19268 members 
Mstep: Class 31 contains 5289 members 
Mstep: Class 32 contains 17583 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11726 members 
Mstep: Class 35 contains 61441 members 
Mstep: Class 36 contains 26466 members 
Mstep: Class 37 contains 7331 members 
Mstep: Class 38 contains 252 members 
Mstep: Class 39 contains 3645 members 
Mstep: Class 40 contains 2901 members 
Mstep: Class 41 contains 27808 members 
Mstep: Class 42 contains 11213 members 
Mstep: Class 43 contains 481 members 
Mstep: Class 44 contains 2848 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10314 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27560 members 
Mstep: Class 49 contains 7945 members 
Mstep: Class 50 contains 312 members 
Mstep: Class 51 contains 28505 members 
Mstep: Class 52 contains 248 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 366 members 
Mstep: Class 56 contains 1130 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 404 members 
Mstep: Class 59 contains 911 members 
Mstep: Class 60 contains 337 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 332 members 
Mstep: Class 63 contains 1077 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 667 members 
Mstep: Class 67 contains 611 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 306 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 436 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1692 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2085 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 193 members 
Mstep: Class 79 contains 944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147544224.000000 Penalty: 274052.718750
Iteration 329Q: 80 clusters Score -1.475442e+08 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 2522 members 
Mstep: Class 3 contains 4147 members 
Mstep: Class 4 contains 12070 members 
Mstep: Class 5 contains 3186 members 
Mstep: Class 6 contains 2553 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7707 members 
Mstep: Class 9 contains 172915 members 
Mstep: Class 10 contains 8509 members 
Mstep: Class 11 contains 3818 members 
Mstep: Class 12 contains 23267 members 
Mstep: Class 13 contains 4031 members 
Mstep: Class 14 contains 6796 members 
Mstep: Class 15 contains 178757 members 
Mstep: Class 16 contains 216699 members 
Mstep: Class 17 contains 11680 members 
Mstep: Class 18 contains 29520 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4180 members 
Mstep: Class 21 contains 21940 members 
Mstep: Class 22 contains 51510 members 
Mstep: Class 23 contains 4484 members 
Mstep: Class 24 contains 2323 members 
Mstep: Class 25 contains 39512 members 
Mstep: Class 26 contains 37627 members 
Mstep: Class 27 contains 6238 members 
Mstep: Class 28 contains 25975 members 
Mstep: Class 29 contains 7493 members 
Mstep: Class 30 contains 19266 members 
Mstep: Class 31 contains 5286 members 
Mstep: Class 32 contains 17579 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11726 members 
Mstep: Class 35 contains 61438 members 
Mstep: Class 36 contains 26468 members 
Mstep: Class 37 contains 7332 members 
Mstep: Class 38 contains 252 members 
Mstep: Class 39 contains 3645 members 
Mstep: Class 40 contains 2901 members 
Mstep: Class 41 contains 27874 members 
Mstep: Class 42 contains 11213 members 
Mstep: Class 43 contains 481 members 
Mstep: Class 44 contains 2848 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10314 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27559 members 
Mstep: Class 49 contains 7945 members 
Mstep: Class 50 contains 312 members 
Mstep: Class 51 contains 28496 members 
Mstep: Class 52 contains 248 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 366 members 
Mstep: Class 56 contains 1130 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 404 members 
Mstep: Class 59 contains 911 members 
Mstep: Class 60 contains 337 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 332 members 
Mstep: Class 63 contains 1077 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 667 members 
Mstep: Class 67 contains 611 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 306 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 436 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1692 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2085 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 193 members 
Mstep: Class 79 contains 944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147544416.000000 Penalty: 274052.718750
Iteration 330Q: 80 clusters Score -1.475444e+08 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 2522 members 
Mstep: Class 3 contains 4147 members 
Mstep: Class 4 contains 12070 members 
Mstep: Class 5 contains 3186 members 
Mstep: Class 6 contains 2553 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7707 members 
Mstep: Class 9 contains 172905 members 
Mstep: Class 10 contains 8509 members 
Mstep: Class 11 contains 3818 members 
Mstep: Class 12 contains 23265 members 
Mstep: Class 13 contains 4031 members 
Mstep: Class 14 contains 6795 members 
Mstep: Class 15 contains 178736 members 
Mstep: Class 16 contains 216688 members 
Mstep: Class 17 contains 11682 members 
Mstep: Class 18 contains 29521 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4180 members 
Mstep: Class 21 contains 21932 members 
Mstep: Class 22 contains 51510 members 
Mstep: Class 23 contains 4484 members 
Mstep: Class 24 contains 2323 members 
Mstep: Class 25 contains 39512 members 
Mstep: Class 26 contains 37627 members 
Mstep: Class 27 contains 6237 members 
Mstep: Class 28 contains 25976 members 
Mstep: Class 29 contains 7493 members 
Mstep: Class 30 contains 19264 members 
Mstep: Class 31 contains 5282 members 
Mstep: Class 32 contains 17576 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11727 members 
Mstep: Class 35 contains 61439 members 
Mstep: Class 36 contains 26469 members 
Mstep: Class 37 contains 7332 members 
Mstep: Class 38 contains 252 members 
Mstep: Class 39 contains 3645 members 
Mstep: Class 40 contains 2901 members 
Mstep: Class 41 contains 27936 members 
Mstep: Class 42 contains 11214 members 
Mstep: Class 43 contains 481 members 
Mstep: Class 44 contains 2848 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10314 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27559 members 
Mstep: Class 49 contains 7944 members 
Mstep: Class 50 contains 312 members 
Mstep: Class 51 contains 28490 members 
Mstep: Class 52 contains 248 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 366 members 
Mstep: Class 56 contains 1130 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 404 members 
Mstep: Class 59 contains 911 members 
Mstep: Class 60 contains 337 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 332 members 
Mstep: Class 63 contains 1077 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 667 members 
Mstep: Class 67 contains 611 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 306 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 436 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1692 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2085 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 193 members 
Mstep: Class 79 contains 944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147544464.000000 Penalty: 274052.718750
Iteration 331Q: 80 clusters Score -1.475445e+08 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 2522 members 
Mstep: Class 3 contains 4147 members 
Mstep: Class 4 contains 12070 members 
Mstep: Class 5 contains 3187 members 
Mstep: Class 6 contains 2553 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7707 members 
Mstep: Class 9 contains 172903 members 
Mstep: Class 10 contains 8511 members 
Mstep: Class 11 contains 3818 members 
Mstep: Class 12 contains 23265 members 
Mstep: Class 13 contains 4031 members 
Mstep: Class 14 contains 6795 members 
Mstep: Class 15 contains 178713 members 
Mstep: Class 16 contains 216679 members 
Mstep: Class 17 contains 11683 members 
Mstep: Class 18 contains 29521 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4180 members 
Mstep: Class 21 contains 21915 members 
Mstep: Class 22 contains 51506 members 
Mstep: Class 23 contains 4484 members 
Mstep: Class 24 contains 2323 members 
Mstep: Class 25 contains 39509 members 
Mstep: Class 26 contains 37627 members 
Mstep: Class 27 contains 6234 members 
Mstep: Class 28 contains 25977 members 
Mstep: Class 29 contains 7493 members 
Mstep: Class 30 contains 19262 members 
Mstep: Class 31 contains 5279 members 
Mstep: Class 32 contains 17575 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11729 members 
Mstep: Class 35 contains 61438 members 
Mstep: Class 36 contains 26474 members 
Mstep: Class 37 contains 7332 members 
Mstep: Class 38 contains 252 members 
Mstep: Class 39 contains 3645 members 
Mstep: Class 40 contains 2901 members 
Mstep: Class 41 contains 28000 members 
Mstep: Class 42 contains 11214 members 
Mstep: Class 43 contains 481 members 
Mstep: Class 44 contains 2848 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10314 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27558 members 
Mstep: Class 49 contains 7945 members 
Mstep: Class 50 contains 312 members 
Mstep: Class 51 contains 28482 members 
Mstep: Class 52 contains 248 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 366 members 
Mstep: Class 56 contains 1130 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 404 members 
Mstep: Class 59 contains 911 members 
Mstep: Class 60 contains 337 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 332 members 
Mstep: Class 63 contains 1077 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 667 members 
Mstep: Class 67 contains 611 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 306 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 436 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1692 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2085 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 193 members 
Mstep: Class 79 contains 944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147544512.000000 Penalty: 274052.718750
Iteration 332Q: 80 clusters Score -1.475445e+08 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 2522 members 
Mstep: Class 3 contains 4147 members 
Mstep: Class 4 contains 12069 members 
Mstep: Class 5 contains 3188 members 
Mstep: Class 6 contains 2553 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7707 members 
Mstep: Class 9 contains 172900 members 
Mstep: Class 10 contains 8512 members 
Mstep: Class 11 contains 3818 members 
Mstep: Class 12 contains 23265 members 
Mstep: Class 13 contains 4031 members 
Mstep: Class 14 contains 6795 members 
Mstep: Class 15 contains 178703 members 
Mstep: Class 16 contains 216674 members 
Mstep: Class 17 contains 11685 members 
Mstep: Class 18 contains 29522 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4180 members 
Mstep: Class 21 contains 21903 members 
Mstep: Class 22 contains 51502 members 
Mstep: Class 23 contains 4484 members 
Mstep: Class 24 contains 2323 members 
Mstep: Class 25 contains 39511 members 
Mstep: Class 26 contains 37629 members 
Mstep: Class 27 contains 6232 members 
Mstep: Class 28 contains 25976 members 
Mstep: Class 29 contains 7492 members 
Mstep: Class 30 contains 19259 members 
Mstep: Class 31 contains 5275 members 
Mstep: Class 32 contains 17575 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11729 members 
Mstep: Class 35 contains 61437 members 
Mstep: Class 36 contains 26475 members 
Mstep: Class 37 contains 7332 members 
Mstep: Class 38 contains 252 members 
Mstep: Class 39 contains 3645 members 
Mstep: Class 40 contains 2901 members 
Mstep: Class 41 contains 28043 members 
Mstep: Class 42 contains 11213 members 
Mstep: Class 43 contains 481 members 
Mstep: Class 44 contains 2848 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10314 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27558 members 
Mstep: Class 49 contains 7946 members 
Mstep: Class 50 contains 312 members 
Mstep: Class 51 contains 28476 members 
Mstep: Class 52 contains 248 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 366 members 
Mstep: Class 56 contains 1130 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 404 members 
Mstep: Class 59 contains 911 members 
Mstep: Class 60 contains 337 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 332 members 
Mstep: Class 63 contains 1077 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 667 members 
Mstep: Class 67 contains 611 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 306 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 436 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1692 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2085 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 193 members 
Mstep: Class 79 contains 944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147544544.000000 Penalty: 274052.718750
Iteration 333Q: 80 clusters Score -1.475445e+08 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 2522 members 
Mstep: Class 3 contains 4147 members 
Mstep: Class 4 contains 12069 members 
Mstep: Class 5 contains 3188 members 
Mstep: Class 6 contains 2553 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7706 members 
Mstep: Class 9 contains 172894 members 
Mstep: Class 10 contains 8513 members 
Mstep: Class 11 contains 3818 members 
Mstep: Class 12 contains 23266 members 
Mstep: Class 13 contains 4031 members 
Mstep: Class 14 contains 6796 members 
Mstep: Class 15 contains 178680 members 
Mstep: Class 16 contains 216670 members 
Mstep: Class 17 contains 11687 members 
Mstep: Class 18 contains 29523 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4180 members 
Mstep: Class 21 contains 21899 members 
Mstep: Class 22 contains 51502 members 
Mstep: Class 23 contains 4484 members 
Mstep: Class 24 contains 2323 members 
Mstep: Class 25 contains 39513 members 
Mstep: Class 26 contains 37628 members 
Mstep: Class 27 contains 6229 members 
Mstep: Class 28 contains 25974 members 
Mstep: Class 29 contains 7492 members 
Mstep: Class 30 contains 19259 members 
Mstep: Class 31 contains 5274 members 
Mstep: Class 32 contains 17575 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11728 members 
Mstep: Class 35 contains 61438 members 
Mstep: Class 36 contains 26474 members 
Mstep: Class 37 contains 7332 members 
Mstep: Class 38 contains 252 members 
Mstep: Class 39 contains 3645 members 
Mstep: Class 40 contains 2901 members 
Mstep: Class 41 contains 28086 members 
Mstep: Class 42 contains 11213 members 
Mstep: Class 43 contains 481 members 
Mstep: Class 44 contains 2848 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10315 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27558 members 
Mstep: Class 49 contains 7946 members 
Mstep: Class 50 contains 312 members 
Mstep: Class 51 contains 28470 members 
Mstep: Class 52 contains 248 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 366 members 
Mstep: Class 56 contains 1130 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 404 members 
Mstep: Class 59 contains 911 members 
Mstep: Class 60 contains 337 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 332 members 
Mstep: Class 63 contains 1077 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 667 members 
Mstep: Class 67 contains 611 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 306 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 436 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1692 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2085 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 193 members 
Mstep: Class 79 contains 944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147544576.000000 Penalty: 274052.718750
Iteration 334Q: 80 clusters Score -1.475446e+08 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 2522 members 
Mstep: Class 3 contains 4147 members 
Mstep: Class 4 contains 12069 members 
Mstep: Class 5 contains 3187 members 
Mstep: Class 6 contains 2553 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7706 members 
Mstep: Class 9 contains 172885 members 
Mstep: Class 10 contains 8513 members 
Mstep: Class 11 contains 3818 members 
Mstep: Class 12 contains 23265 members 
Mstep: Class 13 contains 4031 members 
Mstep: Class 14 contains 6796 members 
Mstep: Class 15 contains 178680 members 
Mstep: Class 16 contains 216655 members 
Mstep: Class 17 contains 11689 members 
Mstep: Class 18 contains 29523 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4180 members 
Mstep: Class 21 contains 21891 members 
Mstep: Class 22 contains 51498 members 
Mstep: Class 23 contains 4484 members 
Mstep: Class 24 contains 2323 members 
Mstep: Class 25 contains 39512 members 
Mstep: Class 26 contains 37629 members 
Mstep: Class 27 contains 6228 members 
Mstep: Class 28 contains 25976 members 
Mstep: Class 29 contains 7492 members 
Mstep: Class 30 contains 19257 members 
Mstep: Class 31 contains 5273 members 
Mstep: Class 32 contains 17574 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11729 members 
Mstep: Class 35 contains 61439 members 
Mstep: Class 36 contains 26473 members 
Mstep: Class 37 contains 7332 members 
Mstep: Class 38 contains 252 members 
Mstep: Class 39 contains 3645 members 
Mstep: Class 40 contains 2901 members 
Mstep: Class 41 contains 28128 members 
Mstep: Class 42 contains 11213 members 
Mstep: Class 43 contains 481 members 
Mstep: Class 44 contains 2848 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10318 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27558 members 
Mstep: Class 49 contains 7948 members 
Mstep: Class 50 contains 312 members 
Mstep: Class 51 contains 28461 members 
Mstep: Class 52 contains 248 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 366 members 
Mstep: Class 56 contains 1130 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 404 members 
Mstep: Class 59 contains 911 members 
Mstep: Class 60 contains 337 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 332 members 
Mstep: Class 63 contains 1077 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 667 members 
Mstep: Class 67 contains 611 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 306 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 436 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1692 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2085 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 193 members 
Mstep: Class 79 contains 944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147544608.000000 Penalty: 274052.718750
Iteration 335Q: 80 clusters Score -1.475446e+08 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 2522 members 
Mstep: Class 3 contains 4147 members 
Mstep: Class 4 contains 12069 members 
Mstep: Class 5 contains 3187 members 
Mstep: Class 6 contains 2553 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7706 members 
Mstep: Class 9 contains 172876 members 
Mstep: Class 10 contains 8513 members 
Mstep: Class 11 contains 3818 members 
Mstep: Class 12 contains 23265 members 
Mstep: Class 13 contains 4031 members 
Mstep: Class 14 contains 6796 members 
Mstep: Class 15 contains 178670 members 
Mstep: Class 16 contains 216655 members 
Mstep: Class 17 contains 11690 members 
Mstep: Class 18 contains 29527 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4180 members 
Mstep: Class 21 contains 21883 members 
Mstep: Class 22 contains 51499 members 
Mstep: Class 23 contains 4484 members 
Mstep: Class 24 contains 2323 members 
Mstep: Class 25 contains 39512 members 
Mstep: Class 26 contains 37629 members 
Mstep: Class 27 contains 6224 members 
Mstep: Class 28 contains 25976 members 
Mstep: Class 29 contains 7492 members 
Mstep: Class 30 contains 19256 members 
Mstep: Class 31 contains 5272 members 
Mstep: Class 32 contains 17573 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11730 members 
Mstep: Class 35 contains 61439 members 
Mstep: Class 36 contains 26473 members 
Mstep: Class 37 contains 7332 members 
Mstep: Class 38 contains 252 members 
Mstep: Class 39 contains 3645 members 
Mstep: Class 40 contains 2901 members 
Mstep: Class 41 contains 28160 members 
Mstep: Class 42 contains 11213 members 
Mstep: Class 43 contains 481 members 
Mstep: Class 44 contains 2848 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10318 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27558 members 
Mstep: Class 49 contains 7949 members 
Mstep: Class 50 contains 312 members 
Mstep: Class 51 contains 28455 members 
Mstep: Class 52 contains 248 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 366 members 
Mstep: Class 56 contains 1130 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 404 members 
Mstep: Class 59 contains 911 members 
Mstep: Class 60 contains 337 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 332 members 
Mstep: Class 63 contains 1077 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 667 members 
Mstep: Class 67 contains 611 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 306 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 436 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1692 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2085 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 193 members 
Mstep: Class 79 contains 944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147544592.000000 Penalty: 274052.718750
Iteration 336Q: 80 clusters Score -1.475446e+08 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 2522 members 
Mstep: Class 3 contains 4147 members 
Mstep: Class 4 contains 12069 members 
Mstep: Class 5 contains 3187 members 
Mstep: Class 6 contains 2553 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7706 members 
Mstep: Class 9 contains 172867 members 
Mstep: Class 10 contains 8513 members 
Mstep: Class 11 contains 3817 members 
Mstep: Class 12 contains 23265 members 
Mstep: Class 13 contains 4031 members 
Mstep: Class 14 contains 6796 members 
Mstep: Class 15 contains 178657 members 
Mstep: Class 16 contains 216659 members 
Mstep: Class 17 contains 11690 members 
Mstep: Class 18 contains 29525 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4180 members 
Mstep: Class 21 contains 21880 members 
Mstep: Class 22 contains 51499 members 
Mstep: Class 23 contains 4483 members 
Mstep: Class 24 contains 2323 members 
Mstep: Class 25 contains 39517 members 
Mstep: Class 26 contains 37629 members 
Mstep: Class 27 contains 6224 members 
Mstep: Class 28 contains 25974 members 
Mstep: Class 29 contains 7492 members 
Mstep: Class 30 contains 19254 members 
Mstep: Class 31 contains 5268 members 
Mstep: Class 32 contains 17572 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11731 members 
Mstep: Class 35 contains 61439 members 
Mstep: Class 36 contains 26474 members 
Mstep: Class 37 contains 7332 members 
Mstep: Class 38 contains 252 members 
Mstep: Class 39 contains 3645 members 
Mstep: Class 40 contains 2901 members 
Mstep: Class 41 contains 28201 members 
Mstep: Class 42 contains 11213 members 
Mstep: Class 43 contains 481 members 
Mstep: Class 44 contains 2848 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10318 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27558 members 
Mstep: Class 49 contains 7950 members 
Mstep: Class 50 contains 312 members 
Mstep: Class 51 contains 28440 members 
Mstep: Class 52 contains 248 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 366 members 
Mstep: Class 56 contains 1130 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 404 members 
Mstep: Class 59 contains 911 members 
Mstep: Class 60 contains 337 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 332 members 
Mstep: Class 63 contains 1077 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 667 members 
Mstep: Class 67 contains 611 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 306 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 436 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1692 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2085 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 193 members 
Mstep: Class 79 contains 944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147544704.000000 Penalty: 274052.718750
Iteration 337Q: 80 clusters Score -1.475447e+08 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 2522 members 
Mstep: Class 3 contains 4147 members 
Mstep: Class 4 contains 12069 members 
Mstep: Class 5 contains 3187 members 
Mstep: Class 6 contains 2553 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7707 members 
Mstep: Class 9 contains 172860 members 
Mstep: Class 10 contains 8513 members 
Mstep: Class 11 contains 3817 members 
Mstep: Class 12 contains 23264 members 
Mstep: Class 13 contains 4031 members 
Mstep: Class 14 contains 6796 members 
Mstep: Class 15 contains 178629 members 
Mstep: Class 16 contains 216661 members 
Mstep: Class 17 contains 11690 members 
Mstep: Class 18 contains 29525 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4180 members 
Mstep: Class 21 contains 21876 members 
Mstep: Class 22 contains 51502 members 
Mstep: Class 23 contains 4483 members 
Mstep: Class 24 contains 2323 members 
Mstep: Class 25 contains 39518 members 
Mstep: Class 26 contains 37629 members 
Mstep: Class 27 contains 6224 members 
Mstep: Class 28 contains 25974 members 
Mstep: Class 29 contains 7492 members 
Mstep: Class 30 contains 19250 members 
Mstep: Class 31 contains 5267 members 
Mstep: Class 32 contains 17571 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11731 members 
Mstep: Class 35 contains 61439 members 
Mstep: Class 36 contains 26476 members 
Mstep: Class 37 contains 7332 members 
Mstep: Class 38 contains 252 members 
Mstep: Class 39 contains 3645 members 
Mstep: Class 40 contains 2901 members 
Mstep: Class 41 contains 28244 members 
Mstep: Class 42 contains 11213 members 
Mstep: Class 43 contains 481 members 
Mstep: Class 44 contains 2848 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10318 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27558 members 
Mstep: Class 49 contains 7949 members 
Mstep: Class 50 contains 312 members 
Mstep: Class 51 contains 28435 members 
Mstep: Class 52 contains 248 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 366 members 
Mstep: Class 56 contains 1130 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 404 members 
Mstep: Class 59 contains 911 members 
Mstep: Class 60 contains 337 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 332 members 
Mstep: Class 63 contains 1077 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 667 members 
Mstep: Class 67 contains 611 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 306 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 436 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1692 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2085 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 193 members 
Mstep: Class 79 contains 944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147544656.000000 Penalty: 274052.718750
Iteration 338Q: 80 clusters Score -1.475447e+08 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 2522 members 
Mstep: Class 3 contains 4147 members 
Mstep: Class 4 contains 12070 members 
Mstep: Class 5 contains 3187 members 
Mstep: Class 6 contains 2553 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7708 members 
Mstep: Class 9 contains 172853 members 
Mstep: Class 10 contains 8512 members 
Mstep: Class 11 contains 3817 members 
Mstep: Class 12 contains 23263 members 
Mstep: Class 13 contains 4031 members 
Mstep: Class 14 contains 6796 members 
Mstep: Class 15 contains 178607 members 
Mstep: Class 16 contains 216661 members 
Mstep: Class 17 contains 11690 members 
Mstep: Class 18 contains 29528 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4180 members 
Mstep: Class 21 contains 21870 members 
Mstep: Class 22 contains 51511 members 
Mstep: Class 23 contains 4483 members 
Mstep: Class 24 contains 2323 members 
Mstep: Class 25 contains 39514 members 
Mstep: Class 26 contains 37629 members 
Mstep: Class 27 contains 6224 members 
Mstep: Class 28 contains 25973 members 
Mstep: Class 29 contains 7492 members 
Mstep: Class 30 contains 19246 members 
Mstep: Class 31 contains 5266 members 
Mstep: Class 32 contains 17569 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11731 members 
Mstep: Class 35 contains 61438 members 
Mstep: Class 36 contains 26478 members 
Mstep: Class 37 contains 7332 members 
Mstep: Class 38 contains 252 members 
Mstep: Class 39 contains 3645 members 
Mstep: Class 40 contains 2901 members 
Mstep: Class 41 contains 28283 members 
Mstep: Class 42 contains 11213 members 
Mstep: Class 43 contains 481 members 
Mstep: Class 44 contains 2848 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10318 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27558 members 
Mstep: Class 49 contains 7950 members 
Mstep: Class 50 contains 312 members 
Mstep: Class 51 contains 28429 members 
Mstep: Class 52 contains 248 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 366 members 
Mstep: Class 56 contains 1130 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 404 members 
Mstep: Class 59 contains 911 members 
Mstep: Class 60 contains 337 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 332 members 
Mstep: Class 63 contains 1077 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 667 members 
Mstep: Class 67 contains 611 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 306 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 436 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1692 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2085 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 193 members 
Mstep: Class 79 contains 944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147544832.000000 Penalty: 274052.718750
Iteration 339Q: 80 clusters Score -1.475448e+08 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 2522 members 
Mstep: Class 3 contains 4147 members 
Mstep: Class 4 contains 12071 members 
Mstep: Class 5 contains 3187 members 
Mstep: Class 6 contains 2553 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7708 members 
Mstep: Class 9 contains 172847 members 
Mstep: Class 10 contains 8512 members 
Mstep: Class 11 contains 3817 members 
Mstep: Class 12 contains 23262 members 
Mstep: Class 13 contains 4031 members 
Mstep: Class 14 contains 6796 members 
Mstep: Class 15 contains 178586 members 
Mstep: Class 16 contains 216659 members 
Mstep: Class 17 contains 11690 members 
Mstep: Class 18 contains 29528 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4180 members 
Mstep: Class 21 contains 21865 members 
Mstep: Class 22 contains 51512 members 
Mstep: Class 23 contains 4483 members 
Mstep: Class 24 contains 2323 members 
Mstep: Class 25 contains 39517 members 
Mstep: Class 26 contains 37629 members 
Mstep: Class 27 contains 6224 members 
Mstep: Class 28 contains 25972 members 
Mstep: Class 29 contains 7492 members 
Mstep: Class 30 contains 19245 members 
Mstep: Class 31 contains 5265 members 
Mstep: Class 32 contains 17567 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11731 members 
Mstep: Class 35 contains 61439 members 
Mstep: Class 36 contains 26480 members 
Mstep: Class 37 contains 7332 members 
Mstep: Class 38 contains 252 members 
Mstep: Class 39 contains 3645 members 
Mstep: Class 40 contains 2901 members 
Mstep: Class 41 contains 28323 members 
Mstep: Class 42 contains 11213 members 
Mstep: Class 43 contains 481 members 
Mstep: Class 44 contains 2848 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10318 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27558 members 
Mstep: Class 49 contains 7951 members 
Mstep: Class 50 contains 312 members 
Mstep: Class 51 contains 28420 members 
Mstep: Class 52 contains 248 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 366 members 
Mstep: Class 56 contains 1130 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 404 members 
Mstep: Class 59 contains 911 members 
Mstep: Class 60 contains 337 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 332 members 
Mstep: Class 63 contains 1077 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 667 members 
Mstep: Class 67 contains 611 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 306 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 436 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1692 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2085 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 193 members 
Mstep: Class 79 contains 944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147544848.000000 Penalty: 274052.718750
Iteration 340F: 80 clusters Score -1.475448e+08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 2522 members 
Mstep: Class 3 contains 4147 members 
Mstep: Class 4 contains 12071 members 
Mstep: Class 5 contains 3187 members 
Mstep: Class 6 contains 2553 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7708 members 
Mstep: Class 9 contains 172843 members 
Mstep: Class 10 contains 8512 members 
Mstep: Class 11 contains 3817 members 
Mstep: Class 12 contains 23261 members 
Mstep: Class 13 contains 4031 members 
Mstep: Class 14 contains 6796 members 
Mstep: Class 15 contains 178589 members 
Mstep: Class 16 contains 216650 members 
Mstep: Class 17 contains 11690 members 
Mstep: Class 18 contains 29528 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4180 members 
Mstep: Class 21 contains 21859 members 
Mstep: Class 22 contains 51514 members 
Mstep: Class 23 contains 4483 members 
Mstep: Class 24 contains 2323 members 
Mstep: Class 25 contains 39517 members 
Mstep: Class 26 contains 37628 members 
Mstep: Class 27 contains 6223 members 
Mstep: Class 28 contains 25972 members 
Mstep: Class 29 contains 7492 members 
Mstep: Class 30 contains 19244 members 
Mstep: Class 31 contains 5262 members 
Mstep: Class 32 contains 17568 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11731 members 
Mstep: Class 35 contains 61436 members 
Mstep: Class 36 contains 26479 members 
Mstep: Class 37 contains 7332 members 
Mstep: Class 38 contains 252 members 
Mstep: Class 39 contains 3645 members 
Mstep: Class 40 contains 2901 members 
Mstep: Class 41 contains 28351 members 
Mstep: Class 42 contains 11213 members 
Mstep: Class 43 contains 481 members 
Mstep: Class 44 contains 2848 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10318 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27558 members 
Mstep: Class 49 contains 7952 members 
Mstep: Class 50 contains 312 members 
Mstep: Class 51 contains 28415 members 
Mstep: Class 52 contains 248 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 366 members 
Mstep: Class 56 contains 1130 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 404 members 
Mstep: Class 59 contains 911 members 
Mstep: Class 60 contains 337 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 332 members 
Mstep: Class 63 contains 1077 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 667 members 
Mstep: Class 67 contains 611 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 306 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 436 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1692 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2085 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 193 members 
Mstep: Class 79 contains 944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147544912.000000 Penalty: 274052.718750
Iteration 341Q: 80 clusters Score -1.475449e+08 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 2522 members 
Mstep: Class 3 contains 4147 members 
Mstep: Class 4 contains 12071 members 
Mstep: Class 5 contains 3187 members 
Mstep: Class 6 contains 2553 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7707 members 
Mstep: Class 9 contains 172836 members 
Mstep: Class 10 contains 8512 members 
Mstep: Class 11 contains 3817 members 
Mstep: Class 12 contains 23260 members 
Mstep: Class 13 contains 4031 members 
Mstep: Class 14 contains 6796 members 
Mstep: Class 15 contains 178595 members 
Mstep: Class 16 contains 216644 members 
Mstep: Class 17 contains 11690 members 
Mstep: Class 18 contains 29529 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4180 members 
Mstep: Class 21 contains 21851 members 
Mstep: Class 22 contains 51508 members 
Mstep: Class 23 contains 4483 members 
Mstep: Class 24 contains 2323 members 
Mstep: Class 25 contains 39517 members 
Mstep: Class 26 contains 37628 members 
Mstep: Class 27 contains 6223 members 
Mstep: Class 28 contains 25972 members 
Mstep: Class 29 contains 7492 members 
Mstep: Class 30 contains 19244 members 
Mstep: Class 31 contains 5260 members 
Mstep: Class 32 contains 17568 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11731 members 
Mstep: Class 35 contains 61436 members 
Mstep: Class 36 contains 26480 members 
Mstep: Class 37 contains 7332 members 
Mstep: Class 38 contains 252 members 
Mstep: Class 39 contains 3645 members 
Mstep: Class 40 contains 2901 members 
Mstep: Class 41 contains 28377 members 
Mstep: Class 42 contains 11213 members 
Mstep: Class 43 contains 481 members 
Mstep: Class 44 contains 2848 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10318 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27558 members 
Mstep: Class 49 contains 7952 members 
Mstep: Class 50 contains 312 members 
Mstep: Class 51 contains 28412 members 
Mstep: Class 52 contains 248 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 366 members 
Mstep: Class 56 contains 1130 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 404 members 
Mstep: Class 59 contains 911 members 
Mstep: Class 60 contains 337 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 332 members 
Mstep: Class 63 contains 1077 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 667 members 
Mstep: Class 67 contains 611 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 306 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 436 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1692 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2085 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 193 members 
Mstep: Class 79 contains 944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147544944.000000 Penalty: 274052.718750
Iteration 342Q: 80 clusters Score -1.475449e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 2522 members 
Mstep: Class 3 contains 4147 members 
Mstep: Class 4 contains 12071 members 
Mstep: Class 5 contains 3187 members 
Mstep: Class 6 contains 2553 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7707 members 
Mstep: Class 9 contains 172834 members 
Mstep: Class 10 contains 8512 members 
Mstep: Class 11 contains 3817 members 
Mstep: Class 12 contains 23260 members 
Mstep: Class 13 contains 4031 members 
Mstep: Class 14 contains 6796 members 
Mstep: Class 15 contains 178589 members 
Mstep: Class 16 contains 216639 members 
Mstep: Class 17 contains 11689 members 
Mstep: Class 18 contains 29528 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4180 members 
Mstep: Class 21 contains 21849 members 
Mstep: Class 22 contains 51509 members 
Mstep: Class 23 contains 4483 members 
Mstep: Class 24 contains 2323 members 
Mstep: Class 25 contains 39517 members 
Mstep: Class 26 contains 37628 members 
Mstep: Class 27 contains 6222 members 
Mstep: Class 28 contains 25971 members 
Mstep: Class 29 contains 7492 members 
Mstep: Class 30 contains 19244 members 
Mstep: Class 31 contains 5258 members 
Mstep: Class 32 contains 17567 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11731 members 
Mstep: Class 35 contains 61434 members 
Mstep: Class 36 contains 26481 members 
Mstep: Class 37 contains 7332 members 
Mstep: Class 38 contains 252 members 
Mstep: Class 39 contains 3645 members 
Mstep: Class 40 contains 2901 members 
Mstep: Class 41 contains 28401 members 
Mstep: Class 42 contains 11213 members 
Mstep: Class 43 contains 481 members 
Mstep: Class 44 contains 2848 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10318 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27558 members 
Mstep: Class 49 contains 7951 members 
Mstep: Class 50 contains 312 members 
Mstep: Class 51 contains 28411 members 
Mstep: Class 52 contains 248 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 366 members 
Mstep: Class 56 contains 1130 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 404 members 
Mstep: Class 59 contains 911 members 
Mstep: Class 60 contains 337 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 332 members 
Mstep: Class 63 contains 1077 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 667 members 
Mstep: Class 67 contains 611 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 306 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 436 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1692 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2085 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 193 members 
Mstep: Class 79 contains 944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147544896.000000 Penalty: 274052.718750
Iteration 343Q: 80 clusters Score -1.475449e+08 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 2522 members 
Mstep: Class 3 contains 4147 members 
Mstep: Class 4 contains 12071 members 
Mstep: Class 5 contains 3187 members 
Mstep: Class 6 contains 2553 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7707 members 
Mstep: Class 9 contains 172831 members 
Mstep: Class 10 contains 8512 members 
Mstep: Class 11 contains 3817 members 
Mstep: Class 12 contains 23259 members 
Mstep: Class 13 contains 4031 members 
Mstep: Class 14 contains 6796 members 
Mstep: Class 15 contains 178591 members 
Mstep: Class 16 contains 216633 members 
Mstep: Class 17 contains 11688 members 
Mstep: Class 18 contains 29530 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4180 members 
Mstep: Class 21 contains 21847 members 
Mstep: Class 22 contains 51507 members 
Mstep: Class 23 contains 4483 members 
Mstep: Class 24 contains 2323 members 
Mstep: Class 25 contains 39517 members 
Mstep: Class 26 contains 37628 members 
Mstep: Class 27 contains 6222 members 
Mstep: Class 28 contains 25971 members 
Mstep: Class 29 contains 7492 members 
Mstep: Class 30 contains 19244 members 
Mstep: Class 31 contains 5256 members 
Mstep: Class 32 contains 17566 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11731 members 
Mstep: Class 35 contains 61432 members 
Mstep: Class 36 contains 26481 members 
Mstep: Class 37 contains 7332 members 
Mstep: Class 38 contains 252 members 
Mstep: Class 39 contains 3645 members 
Mstep: Class 40 contains 2901 members 
Mstep: Class 41 contains 28422 members 
Mstep: Class 42 contains 11213 members 
Mstep: Class 43 contains 481 members 
Mstep: Class 44 contains 2848 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10318 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27558 members 
Mstep: Class 49 contains 7952 members 
Mstep: Class 50 contains 312 members 
Mstep: Class 51 contains 28405 members 
Mstep: Class 52 contains 248 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 366 members 
Mstep: Class 56 contains 1130 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 404 members 
Mstep: Class 59 contains 911 members 
Mstep: Class 60 contains 337 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 332 members 
Mstep: Class 63 contains 1077 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 667 members 
Mstep: Class 67 contains 611 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 306 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 436 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1692 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2085 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 193 members 
Mstep: Class 79 contains 944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147544848.000000 Penalty: 274052.718750
Iteration 344Q: 80 clusters Score -1.475448e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 2522 members 
Mstep: Class 3 contains 4147 members 
Mstep: Class 4 contains 12071 members 
Mstep: Class 5 contains 3187 members 
Mstep: Class 6 contains 2553 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7707 members 
Mstep: Class 9 contains 172829 members 
Mstep: Class 10 contains 8512 members 
Mstep: Class 11 contains 3817 members 
Mstep: Class 12 contains 23259 members 
Mstep: Class 13 contains 4031 members 
Mstep: Class 14 contains 6796 members 
Mstep: Class 15 contains 178599 members 
Mstep: Class 16 contains 216627 members 
Mstep: Class 17 contains 11688 members 
Mstep: Class 18 contains 29530 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4180 members 
Mstep: Class 21 contains 21845 members 
Mstep: Class 22 contains 51503 members 
Mstep: Class 23 contains 4483 members 
Mstep: Class 24 contains 2323 members 
Mstep: Class 25 contains 39517 members 
Mstep: Class 26 contains 37628 members 
Mstep: Class 27 contains 6222 members 
Mstep: Class 28 contains 25972 members 
Mstep: Class 29 contains 7492 members 
Mstep: Class 30 contains 19243 members 
Mstep: Class 31 contains 5254 members 
Mstep: Class 32 contains 17566 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11731 members 
Mstep: Class 35 contains 61431 members 
Mstep: Class 36 contains 26482 members 
Mstep: Class 37 contains 7332 members 
Mstep: Class 38 contains 252 members 
Mstep: Class 39 contains 3645 members 
Mstep: Class 40 contains 2901 members 
Mstep: Class 41 contains 28436 members 
Mstep: Class 42 contains 11213 members 
Mstep: Class 43 contains 481 members 
Mstep: Class 44 contains 2848 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10318 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27558 members 
Mstep: Class 49 contains 7953 members 
Mstep: Class 50 contains 312 members 
Mstep: Class 51 contains 28399 members 
Mstep: Class 52 contains 248 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 366 members 
Mstep: Class 56 contains 1130 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 404 members 
Mstep: Class 59 contains 911 members 
Mstep: Class 60 contains 337 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 332 members 
Mstep: Class 63 contains 1077 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 667 members 
Mstep: Class 67 contains 611 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 306 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 436 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1692 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2085 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 193 members 
Mstep: Class 79 contains 944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147544896.000000 Penalty: 274052.718750
Iteration 345Q: 80 clusters Score -1.475449e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 2522 members 
Mstep: Class 3 contains 4147 members 
Mstep: Class 4 contains 12071 members 
Mstep: Class 5 contains 3187 members 
Mstep: Class 6 contains 2553 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7707 members 
Mstep: Class 9 contains 172827 members 
Mstep: Class 10 contains 8512 members 
Mstep: Class 11 contains 3817 members 
Mstep: Class 12 contains 23259 members 
Mstep: Class 13 contains 4031 members 
Mstep: Class 14 contains 6796 members 
Mstep: Class 15 contains 178611 members 
Mstep: Class 16 contains 216623 members 
Mstep: Class 17 contains 11688 members 
Mstep: Class 18 contains 29531 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4180 members 
Mstep: Class 21 contains 21842 members 
Mstep: Class 22 contains 51505 members 
Mstep: Class 23 contains 4483 members 
Mstep: Class 24 contains 2323 members 
Mstep: Class 25 contains 39516 members 
Mstep: Class 26 contains 37628 members 
Mstep: Class 27 contains 6222 members 
Mstep: Class 28 contains 25971 members 
Mstep: Class 29 contains 7492 members 
Mstep: Class 30 contains 19242 members 
Mstep: Class 31 contains 5254 members 
Mstep: Class 32 contains 17564 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11731 members 
Mstep: Class 35 contains 61432 members 
Mstep: Class 36 contains 26482 members 
Mstep: Class 37 contains 7332 members 
Mstep: Class 38 contains 252 members 
Mstep: Class 39 contains 3645 members 
Mstep: Class 40 contains 2901 members 
Mstep: Class 41 contains 28445 members 
Mstep: Class 42 contains 11213 members 
Mstep: Class 43 contains 481 members 
Mstep: Class 44 contains 2848 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10318 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27558 members 
Mstep: Class 49 contains 7954 members 
Mstep: Class 50 contains 312 members 
Mstep: Class 51 contains 28387 members 
Mstep: Class 52 contains 248 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 366 members 
Mstep: Class 56 contains 1130 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 404 members 
Mstep: Class 59 contains 911 members 
Mstep: Class 60 contains 337 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 332 members 
Mstep: Class 63 contains 1077 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 667 members 
Mstep: Class 67 contains 611 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 306 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 436 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1692 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2085 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 193 members 
Mstep: Class 79 contains 944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147544912.000000 Penalty: 274052.718750
Iteration 346Q: 80 clusters Score -1.475449e+08 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 2522 members 
Mstep: Class 3 contains 4147 members 
Mstep: Class 4 contains 12071 members 
Mstep: Class 5 contains 3187 members 
Mstep: Class 6 contains 2553 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7707 members 
Mstep: Class 9 contains 172828 members 
Mstep: Class 10 contains 8512 members 
Mstep: Class 11 contains 3817 members 
Mstep: Class 12 contains 23259 members 
Mstep: Class 13 contains 4031 members 
Mstep: Class 14 contains 6796 members 
Mstep: Class 15 contains 178618 members 
Mstep: Class 16 contains 216619 members 
Mstep: Class 17 contains 11688 members 
Mstep: Class 18 contains 29531 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4180 members 
Mstep: Class 21 contains 21837 members 
Mstep: Class 22 contains 51502 members 
Mstep: Class 23 contains 4483 members 
Mstep: Class 24 contains 2323 members 
Mstep: Class 25 contains 39516 members 
Mstep: Class 26 contains 37627 members 
Mstep: Class 27 contains 6223 members 
Mstep: Class 28 contains 25972 members 
Mstep: Class 29 contains 7492 members 
Mstep: Class 30 contains 19242 members 
Mstep: Class 31 contains 5254 members 
Mstep: Class 32 contains 17564 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11731 members 
Mstep: Class 35 contains 61431 members 
Mstep: Class 36 contains 26485 members 
Mstep: Class 37 contains 7332 members 
Mstep: Class 38 contains 252 members 
Mstep: Class 39 contains 3645 members 
Mstep: Class 40 contains 2901 members 
Mstep: Class 41 contains 28460 members 
Mstep: Class 42 contains 11213 members 
Mstep: Class 43 contains 481 members 
Mstep: Class 44 contains 2848 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10318 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27558 members 
Mstep: Class 49 contains 7954 members 
Mstep: Class 50 contains 312 members 
Mstep: Class 51 contains 28373 members 
Mstep: Class 52 contains 248 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 366 members 
Mstep: Class 56 contains 1130 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 404 members 
Mstep: Class 59 contains 911 members 
Mstep: Class 60 contains 337 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 332 members 
Mstep: Class 63 contains 1077 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 667 members 
Mstep: Class 67 contains 611 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 306 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 436 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1692 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2085 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 193 members 
Mstep: Class 79 contains 944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147544864.000000 Penalty: 274052.718750
Iteration 347Q: 80 clusters Score -1.475449e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 2522 members 
Mstep: Class 3 contains 4147 members 
Mstep: Class 4 contains 12071 members 
Mstep: Class 5 contains 3187 members 
Mstep: Class 6 contains 2553 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7707 members 
Mstep: Class 9 contains 172826 members 
Mstep: Class 10 contains 8512 members 
Mstep: Class 11 contains 3817 members 
Mstep: Class 12 contains 23259 members 
Mstep: Class 13 contains 4031 members 
Mstep: Class 14 contains 6796 members 
Mstep: Class 15 contains 178623 members 
Mstep: Class 16 contains 216618 members 
Mstep: Class 17 contains 11688 members 
Mstep: Class 18 contains 29532 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4180 members 
Mstep: Class 21 contains 21831 members 
Mstep: Class 22 contains 51497 members 
Mstep: Class 23 contains 4483 members 
Mstep: Class 24 contains 2323 members 
Mstep: Class 25 contains 39517 members 
Mstep: Class 26 contains 37627 members 
Mstep: Class 27 contains 6223 members 
Mstep: Class 28 contains 25972 members 
Mstep: Class 29 contains 7492 members 
Mstep: Class 30 contains 19242 members 
Mstep: Class 31 contains 5254 members 
Mstep: Class 32 contains 17564 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11731 members 
Mstep: Class 35 contains 61434 members 
Mstep: Class 36 contains 26486 members 
Mstep: Class 37 contains 7332 members 
Mstep: Class 38 contains 252 members 
Mstep: Class 39 contains 3645 members 
Mstep: Class 40 contains 2901 members 
Mstep: Class 41 contains 28477 members 
Mstep: Class 42 contains 11213 members 
Mstep: Class 43 contains 481 members 
Mstep: Class 44 contains 2848 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10318 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27558 members 
Mstep: Class 49 contains 7953 members 
Mstep: Class 50 contains 312 members 
Mstep: Class 51 contains 28360 members 
Mstep: Class 52 contains 248 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 366 members 
Mstep: Class 56 contains 1130 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 404 members 
Mstep: Class 59 contains 911 members 
Mstep: Class 60 contains 337 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 332 members 
Mstep: Class 63 contains 1077 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 667 members 
Mstep: Class 67 contains 611 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 306 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 436 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1692 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2085 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 193 members 
Mstep: Class 79 contains 944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147544864.000000 Penalty: 274052.718750
Iteration 348Q: 80 clusters Score -1.475449e+08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 2522 members 
Mstep: Class 3 contains 4147 members 
Mstep: Class 4 contains 12071 members 
Mstep: Class 5 contains 3187 members 
Mstep: Class 6 contains 2553 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7708 members 
Mstep: Class 9 contains 172823 members 
Mstep: Class 10 contains 8512 members 
Mstep: Class 11 contains 3817 members 
Mstep: Class 12 contains 23259 members 
Mstep: Class 13 contains 4031 members 
Mstep: Class 14 contains 6796 members 
Mstep: Class 15 contains 178637 members 
Mstep: Class 16 contains 216613 members 
Mstep: Class 17 contains 11690 members 
Mstep: Class 18 contains 29533 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4180 members 
Mstep: Class 21 contains 21826 members 
Mstep: Class 22 contains 51490 members 
Mstep: Class 23 contains 4483 members 
Mstep: Class 24 contains 2323 members 
Mstep: Class 25 contains 39518 members 
Mstep: Class 26 contains 37627 members 
Mstep: Class 27 contains 6223 members 
Mstep: Class 28 contains 25974 members 
Mstep: Class 29 contains 7492 members 
Mstep: Class 30 contains 19242 members 
Mstep: Class 31 contains 5254 members 
Mstep: Class 32 contains 17564 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11731 members 
Mstep: Class 35 contains 61437 members 
Mstep: Class 36 contains 26485 members 
Mstep: Class 37 contains 7332 members 
Mstep: Class 38 contains 252 members 
Mstep: Class 39 contains 3645 members 
Mstep: Class 40 contains 2901 members 
Mstep: Class 41 contains 28486 members 
Mstep: Class 42 contains 11213 members 
Mstep: Class 43 contains 481 members 
Mstep: Class 44 contains 2848 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10318 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27558 members 
Mstep: Class 49 contains 7953 members 
Mstep: Class 50 contains 312 members 
Mstep: Class 51 contains 28349 members 
Mstep: Class 52 contains 248 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 366 members 
Mstep: Class 56 contains 1130 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 404 members 
Mstep: Class 59 contains 911 members 
Mstep: Class 60 contains 337 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 332 members 
Mstep: Class 63 contains 1077 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 667 members 
Mstep: Class 67 contains 611 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 306 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 436 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1692 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2085 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 193 members 
Mstep: Class 79 contains 944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147544848.000000 Penalty: 274052.718750
Iteration 349Q: 80 clusters Score -1.475448e+08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 2522 members 
Mstep: Class 3 contains 4147 members 
Mstep: Class 4 contains 12071 members 
Mstep: Class 5 contains 3187 members 
Mstep: Class 6 contains 2553 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7708 members 
Mstep: Class 9 contains 172818 members 
Mstep: Class 10 contains 8512 members 
Mstep: Class 11 contains 3817 members 
Mstep: Class 12 contains 23259 members 
Mstep: Class 13 contains 4031 members 
Mstep: Class 14 contains 6796 members 
Mstep: Class 15 contains 178653 members 
Mstep: Class 16 contains 216611 members 
Mstep: Class 17 contains 11690 members 
Mstep: Class 18 contains 29533 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4180 members 
Mstep: Class 21 contains 21823 members 
Mstep: Class 22 contains 51489 members 
Mstep: Class 23 contains 4483 members 
Mstep: Class 24 contains 2323 members 
Mstep: Class 25 contains 39518 members 
Mstep: Class 26 contains 37628 members 
Mstep: Class 27 contains 6223 members 
Mstep: Class 28 contains 25974 members 
Mstep: Class 29 contains 7492 members 
Mstep: Class 30 contains 19242 members 
Mstep: Class 31 contains 5254 members 
Mstep: Class 32 contains 17563 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11731 members 
Mstep: Class 35 contains 61433 members 
Mstep: Class 36 contains 26490 members 
Mstep: Class 37 contains 7332 members 
Mstep: Class 38 contains 252 members 
Mstep: Class 39 contains 3645 members 
Mstep: Class 40 contains 2901 members 
Mstep: Class 41 contains 28495 members 
Mstep: Class 42 contains 11213 members 
Mstep: Class 43 contains 481 members 
Mstep: Class 44 contains 2848 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10318 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27558 members 
Mstep: Class 49 contains 7953 members 
Mstep: Class 50 contains 312 members 
Mstep: Class 51 contains 28334 members 
Mstep: Class 52 contains 248 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 366 members 
Mstep: Class 56 contains 1130 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 404 members 
Mstep: Class 59 contains 911 members 
Mstep: Class 60 contains 337 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 332 members 
Mstep: Class 63 contains 1077 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 667 members 
Mstep: Class 67 contains 611 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 306 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 436 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1692 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2085 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 193 members 
Mstep: Class 79 contains 944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147544848.000000 Penalty: 274052.718750
Iteration 350Q: 80 clusters Score -1.475448e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 2522 members 
Mstep: Class 3 contains 4147 members 
Mstep: Class 4 contains 12071 members 
Mstep: Class 5 contains 3187 members 
Mstep: Class 6 contains 2553 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7708 members 
Mstep: Class 9 contains 172818 members 
Mstep: Class 10 contains 8512 members 
Mstep: Class 11 contains 3817 members 
Mstep: Class 12 contains 23259 members 
Mstep: Class 13 contains 4031 members 
Mstep: Class 14 contains 6796 members 
Mstep: Class 15 contains 178660 members 
Mstep: Class 16 contains 216598 members 
Mstep: Class 17 contains 11689 members 
Mstep: Class 18 contains 29533 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4180 members 
Mstep: Class 21 contains 21820 members 
Mstep: Class 22 contains 51486 members 
Mstep: Class 23 contains 4483 members 
Mstep: Class 24 contains 2323 members 
Mstep: Class 25 contains 39518 members 
Mstep: Class 26 contains 37629 members 
Mstep: Class 27 contains 6223 members 
Mstep: Class 28 contains 25975 members 
Mstep: Class 29 contains 7492 members 
Mstep: Class 30 contains 19242 members 
Mstep: Class 31 contains 5254 members 
Mstep: Class 32 contains 17565 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11731 members 
Mstep: Class 35 contains 61433 members 
Mstep: Class 36 contains 26493 members 
Mstep: Class 37 contains 7333 members 
Mstep: Class 38 contains 252 members 
Mstep: Class 39 contains 3645 members 
Mstep: Class 40 contains 2901 members 
Mstep: Class 41 contains 28507 members 
Mstep: Class 42 contains 11213 members 
Mstep: Class 43 contains 481 members 
Mstep: Class 44 contains 2848 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10318 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27558 members 
Mstep: Class 49 contains 7953 members 
Mstep: Class 50 contains 312 members 
Mstep: Class 51 contains 28327 members 
Mstep: Class 52 contains 248 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 366 members 
Mstep: Class 56 contains 1130 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 404 members 
Mstep: Class 59 contains 911 members 
Mstep: Class 60 contains 337 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 332 members 
Mstep: Class 63 contains 1077 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 667 members 
Mstep: Class 67 contains 611 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 306 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 436 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1692 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2085 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 193 members 
Mstep: Class 79 contains 944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147544864.000000 Penalty: 274052.718750
Iteration 351Q: 80 clusters Score -1.475449e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 2522 members 
Mstep: Class 3 contains 4147 members 
Mstep: Class 4 contains 12071 members 
Mstep: Class 5 contains 3187 members 
Mstep: Class 6 contains 2553 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7708 members 
Mstep: Class 9 contains 172815 members 
Mstep: Class 10 contains 8512 members 
Mstep: Class 11 contains 3817 members 
Mstep: Class 12 contains 23259 members 
Mstep: Class 13 contains 4031 members 
Mstep: Class 14 contains 6796 members 
Mstep: Class 15 contains 178669 members 
Mstep: Class 16 contains 216596 members 
Mstep: Class 17 contains 11688 members 
Mstep: Class 18 contains 29533 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4180 members 
Mstep: Class 21 contains 21815 members 
Mstep: Class 22 contains 51481 members 
Mstep: Class 23 contains 4483 members 
Mstep: Class 24 contains 2323 members 
Mstep: Class 25 contains 39518 members 
Mstep: Class 26 contains 37630 members 
Mstep: Class 27 contains 6223 members 
Mstep: Class 28 contains 25976 members 
Mstep: Class 29 contains 7492 members 
Mstep: Class 30 contains 19242 members 
Mstep: Class 31 contains 5254 members 
Mstep: Class 32 contains 17565 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11731 members 
Mstep: Class 35 contains 61434 members 
Mstep: Class 36 contains 26495 members 
Mstep: Class 37 contains 7333 members 
Mstep: Class 38 contains 252 members 
Mstep: Class 39 contains 3645 members 
Mstep: Class 40 contains 2901 members 
Mstep: Class 41 contains 28518 members 
Mstep: Class 42 contains 11213 members 
Mstep: Class 43 contains 481 members 
Mstep: Class 44 contains 2848 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10318 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27558 members 
Mstep: Class 49 contains 7953 members 
Mstep: Class 50 contains 312 members 
Mstep: Class 51 contains 28318 members 
Mstep: Class 52 contains 248 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 366 members 
Mstep: Class 56 contains 1130 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 404 members 
Mstep: Class 59 contains 911 members 
Mstep: Class 60 contains 337 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 332 members 
Mstep: Class 63 contains 1077 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 667 members 
Mstep: Class 67 contains 611 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 306 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 436 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1692 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2085 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 193 members 
Mstep: Class 79 contains 944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147544976.000000 Penalty: 274052.718750
Iteration 352Q: 80 clusters Score -1.47545e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 2522 members 
Mstep: Class 3 contains 4147 members 
Mstep: Class 4 contains 12071 members 
Mstep: Class 5 contains 3187 members 
Mstep: Class 6 contains 2553 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7708 members 
Mstep: Class 9 contains 172813 members 
Mstep: Class 10 contains 8511 members 
Mstep: Class 11 contains 3817 members 
Mstep: Class 12 contains 23259 members 
Mstep: Class 13 contains 4031 members 
Mstep: Class 14 contains 6796 members 
Mstep: Class 15 contains 178675 members 
Mstep: Class 16 contains 216598 members 
Mstep: Class 17 contains 11687 members 
Mstep: Class 18 contains 29533 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4180 members 
Mstep: Class 21 contains 21812 members 
Mstep: Class 22 contains 51479 members 
Mstep: Class 23 contains 4483 members 
Mstep: Class 24 contains 2323 members 
Mstep: Class 25 contains 39518 members 
Mstep: Class 26 contains 37631 members 
Mstep: Class 27 contains 6223 members 
Mstep: Class 28 contains 25977 members 
Mstep: Class 29 contains 7492 members 
Mstep: Class 30 contains 19241 members 
Mstep: Class 31 contains 5254 members 
Mstep: Class 32 contains 17565 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11731 members 
Mstep: Class 35 contains 61435 members 
Mstep: Class 36 contains 26497 members 
Mstep: Class 37 contains 7333 members 
Mstep: Class 38 contains 252 members 
Mstep: Class 39 contains 3645 members 
Mstep: Class 40 contains 2901 members 
Mstep: Class 41 contains 28525 members 
Mstep: Class 42 contains 11213 members 
Mstep: Class 43 contains 481 members 
Mstep: Class 44 contains 2848 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10318 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27558 members 
Mstep: Class 49 contains 7952 members 
Mstep: Class 50 contains 312 members 
Mstep: Class 51 contains 28309 members 
Mstep: Class 52 contains 248 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 366 members 
Mstep: Class 56 contains 1130 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 404 members 
Mstep: Class 59 contains 911 members 
Mstep: Class 60 contains 337 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 332 members 
Mstep: Class 63 contains 1077 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 667 members 
Mstep: Class 67 contains 611 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 306 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 436 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1692 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2085 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 193 members 
Mstep: Class 79 contains 944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147544912.000000 Penalty: 274052.718750
Iteration 353Q: 80 clusters Score -1.475449e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 2522 members 
Mstep: Class 3 contains 4147 members 
Mstep: Class 4 contains 12071 members 
Mstep: Class 5 contains 3187 members 
Mstep: Class 6 contains 2553 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7708 members 
Mstep: Class 9 contains 172811 members 
Mstep: Class 10 contains 8511 members 
Mstep: Class 11 contains 3817 members 
Mstep: Class 12 contains 23259 members 
Mstep: Class 13 contains 4031 members 
Mstep: Class 14 contains 6796 members 
Mstep: Class 15 contains 178680 members 
Mstep: Class 16 contains 216600 members 
Mstep: Class 17 contains 11687 members 
Mstep: Class 18 contains 29533 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4180 members 
Mstep: Class 21 contains 21807 members 
Mstep: Class 22 contains 51481 members 
Mstep: Class 23 contains 4483 members 
Mstep: Class 24 contains 2323 members 
Mstep: Class 25 contains 39519 members 
Mstep: Class 26 contains 37631 members 
Mstep: Class 27 contains 6223 members 
Mstep: Class 28 contains 25977 members 
Mstep: Class 29 contains 7492 members 
Mstep: Class 30 contains 19240 members 
Mstep: Class 31 contains 5254 members 
Mstep: Class 32 contains 17564 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11731 members 
Mstep: Class 35 contains 61437 members 
Mstep: Class 36 contains 26498 members 
Mstep: Class 37 contains 7333 members 
Mstep: Class 38 contains 252 members 
Mstep: Class 39 contains 3645 members 
Mstep: Class 40 contains 2901 members 
Mstep: Class 41 contains 28526 members 
Mstep: Class 42 contains 11213 members 
Mstep: Class 43 contains 481 members 
Mstep: Class 44 contains 2848 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10318 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27558 members 
Mstep: Class 49 contains 7951 members 
Mstep: Class 50 contains 312 members 
Mstep: Class 51 contains 28305 members 
Mstep: Class 52 contains 248 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 366 members 
Mstep: Class 56 contains 1130 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 404 members 
Mstep: Class 59 contains 911 members 
Mstep: Class 60 contains 337 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 332 members 
Mstep: Class 63 contains 1077 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 667 members 
Mstep: Class 67 contains 611 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 306 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 436 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1692 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2085 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 193 members 
Mstep: Class 79 contains 944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147544864.000000 Penalty: 274052.718750
Iteration 354Q: 80 clusters Score -1.475449e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 2522 members 
Mstep: Class 3 contains 4147 members 
Mstep: Class 4 contains 12070 members 
Mstep: Class 5 contains 3187 members 
Mstep: Class 6 contains 2553 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7708 members 
Mstep: Class 9 contains 172811 members 
Mstep: Class 10 contains 8511 members 
Mstep: Class 11 contains 3817 members 
Mstep: Class 12 contains 23259 members 
Mstep: Class 13 contains 4031 members 
Mstep: Class 14 contains 6796 members 
Mstep: Class 15 contains 178686 members 
Mstep: Class 16 contains 216596 members 
Mstep: Class 17 contains 11687 members 
Mstep: Class 18 contains 29533 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4180 members 
Mstep: Class 21 contains 21806 members 
Mstep: Class 22 contains 51481 members 
Mstep: Class 23 contains 4483 members 
Mstep: Class 24 contains 2323 members 
Mstep: Class 25 contains 39520 members 
Mstep: Class 26 contains 37631 members 
Mstep: Class 27 contains 6223 members 
Mstep: Class 28 contains 25977 members 
Mstep: Class 29 contains 7492 members 
Mstep: Class 30 contains 19240 members 
Mstep: Class 31 contains 5254 members 
Mstep: Class 32 contains 17564 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11731 members 
Mstep: Class 35 contains 61437 members 
Mstep: Class 36 contains 26499 members 
Mstep: Class 37 contains 7333 members 
Mstep: Class 38 contains 252 members 
Mstep: Class 39 contains 3645 members 
Mstep: Class 40 contains 2901 members 
Mstep: Class 41 contains 28530 members 
Mstep: Class 42 contains 11212 members 
Mstep: Class 43 contains 481 members 
Mstep: Class 44 contains 2848 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10318 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27558 members 
Mstep: Class 49 contains 7951 members 
Mstep: Class 50 contains 312 members 
Mstep: Class 51 contains 28300 members 
Mstep: Class 52 contains 248 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 366 members 
Mstep: Class 56 contains 1130 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 404 members 
Mstep: Class 59 contains 911 members 
Mstep: Class 60 contains 337 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 332 members 
Mstep: Class 63 contains 1077 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 667 members 
Mstep: Class 67 contains 611 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 306 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 436 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1692 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2085 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 193 members 
Mstep: Class 79 contains 944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147544864.000000 Penalty: 274052.718750
Iteration 355Q: 80 clusters Score -1.475449e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 2522 members 
Mstep: Class 3 contains 4147 members 
Mstep: Class 4 contains 12070 members 
Mstep: Class 5 contains 3187 members 
Mstep: Class 6 contains 2553 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7708 members 
Mstep: Class 9 contains 172810 members 
Mstep: Class 10 contains 8511 members 
Mstep: Class 11 contains 3817 members 
Mstep: Class 12 contains 23259 members 
Mstep: Class 13 contains 4031 members 
Mstep: Class 14 contains 6796 members 
Mstep: Class 15 contains 178695 members 
Mstep: Class 16 contains 216593 members 
Mstep: Class 17 contains 11687 members 
Mstep: Class 18 contains 29533 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4180 members 
Mstep: Class 21 contains 21806 members 
Mstep: Class 22 contains 51480 members 
Mstep: Class 23 contains 4483 members 
Mstep: Class 24 contains 2323 members 
Mstep: Class 25 contains 39521 members 
Mstep: Class 26 contains 37631 members 
Mstep: Class 27 contains 6223 members 
Mstep: Class 28 contains 25977 members 
Mstep: Class 29 contains 7492 members 
Mstep: Class 30 contains 19240 members 
Mstep: Class 31 contains 5254 members 
Mstep: Class 32 contains 17564 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11731 members 
Mstep: Class 35 contains 61436 members 
Mstep: Class 36 contains 26499 members 
Mstep: Class 37 contains 7333 members 
Mstep: Class 38 contains 252 members 
Mstep: Class 39 contains 3645 members 
Mstep: Class 40 contains 2901 members 
Mstep: Class 41 contains 28532 members 
Mstep: Class 42 contains 11212 members 
Mstep: Class 43 contains 481 members 
Mstep: Class 44 contains 2848 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10318 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27558 members 
Mstep: Class 49 contains 7951 members 
Mstep: Class 50 contains 312 members 
Mstep: Class 51 contains 28294 members 
Mstep: Class 52 contains 248 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 366 members 
Mstep: Class 56 contains 1130 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 404 members 
Mstep: Class 59 contains 911 members 
Mstep: Class 60 contains 337 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 332 members 
Mstep: Class 63 contains 1077 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 667 members 
Mstep: Class 67 contains 611 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 306 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 436 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1692 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2085 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 193 members 
Mstep: Class 79 contains 944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147544848.000000 Penalty: 274052.718750
Iteration 356Q: 80 clusters Score -1.475448e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 2522 members 
Mstep: Class 3 contains 4147 members 
Mstep: Class 4 contains 12070 members 
Mstep: Class 5 contains 3187 members 
Mstep: Class 6 contains 2553 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7708 members 
Mstep: Class 9 contains 172809 members 
Mstep: Class 10 contains 8511 members 
Mstep: Class 11 contains 3817 members 
Mstep: Class 12 contains 23259 members 
Mstep: Class 13 contains 4031 members 
Mstep: Class 14 contains 6796 members 
Mstep: Class 15 contains 178701 members 
Mstep: Class 16 contains 216590 members 
Mstep: Class 17 contains 11687 members 
Mstep: Class 18 contains 29533 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4180 members 
Mstep: Class 21 contains 21806 members 
Mstep: Class 22 contains 51480 members 
Mstep: Class 23 contains 4483 members 
Mstep: Class 24 contains 2323 members 
Mstep: Class 25 contains 39521 members 
Mstep: Class 26 contains 37631 members 
Mstep: Class 27 contains 6223 members 
Mstep: Class 28 contains 25977 members 
Mstep: Class 29 contains 7492 members 
Mstep: Class 30 contains 19240 members 
Mstep: Class 31 contains 5254 members 
Mstep: Class 32 contains 17563 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11731 members 
Mstep: Class 35 contains 61436 members 
Mstep: Class 36 contains 26499 members 
Mstep: Class 37 contains 7333 members 
Mstep: Class 38 contains 252 members 
Mstep: Class 39 contains 3645 members 
Mstep: Class 40 contains 2901 members 
Mstep: Class 41 contains 28535 members 
Mstep: Class 42 contains 11212 members 
Mstep: Class 43 contains 481 members 
Mstep: Class 44 contains 2848 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10318 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27558 members 
Mstep: Class 49 contains 7951 members 
Mstep: Class 50 contains 312 members 
Mstep: Class 51 contains 28290 members 
Mstep: Class 52 contains 248 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 366 members 
Mstep: Class 56 contains 1130 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 404 members 
Mstep: Class 59 contains 911 members 
Mstep: Class 60 contains 337 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 332 members 
Mstep: Class 63 contains 1077 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 667 members 
Mstep: Class 67 contains 611 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 306 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 436 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1692 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2085 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 193 members 
Mstep: Class 79 contains 944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147544864.000000 Penalty: 274052.718750
Iteration 357Q: 80 clusters Score -1.475449e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 2522 members 
Mstep: Class 3 contains 4147 members 
Mstep: Class 4 contains 12070 members 
Mstep: Class 5 contains 3187 members 
Mstep: Class 6 contains 2553 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7708 members 
Mstep: Class 9 contains 172809 members 
Mstep: Class 10 contains 8511 members 
Mstep: Class 11 contains 3817 members 
Mstep: Class 12 contains 23259 members 
Mstep: Class 13 contains 4031 members 
Mstep: Class 14 contains 6796 members 
Mstep: Class 15 contains 178704 members 
Mstep: Class 16 contains 216587 members 
Mstep: Class 17 contains 11687 members 
Mstep: Class 18 contains 29533 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4180 members 
Mstep: Class 21 contains 21805 members 
Mstep: Class 22 contains 51479 members 
Mstep: Class 23 contains 4483 members 
Mstep: Class 24 contains 2323 members 
Mstep: Class 25 contains 39521 members 
Mstep: Class 26 contains 37631 members 
Mstep: Class 27 contains 6223 members 
Mstep: Class 28 contains 25977 members 
Mstep: Class 29 contains 7492 members 
Mstep: Class 30 contains 19240 members 
Mstep: Class 31 contains 5254 members 
Mstep: Class 32 contains 17563 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11731 members 
Mstep: Class 35 contains 61437 members 
Mstep: Class 36 contains 26499 members 
Mstep: Class 37 contains 7333 members 
Mstep: Class 38 contains 252 members 
Mstep: Class 39 contains 3645 members 
Mstep: Class 40 contains 2901 members 
Mstep: Class 41 contains 28538 members 
Mstep: Class 42 contains 11212 members 
Mstep: Class 43 contains 481 members 
Mstep: Class 44 contains 2848 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10318 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27558 members 
Mstep: Class 49 contains 7951 members 
Mstep: Class 50 contains 312 members 
Mstep: Class 51 contains 28288 members 
Mstep: Class 52 contains 248 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 366 members 
Mstep: Class 56 contains 1130 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 404 members 
Mstep: Class 59 contains 911 members 
Mstep: Class 60 contains 337 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 332 members 
Mstep: Class 63 contains 1077 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 667 members 
Mstep: Class 67 contains 611 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 306 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 436 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1692 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2085 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 193 members 
Mstep: Class 79 contains 944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147544928.000000 Penalty: 274052.718750
Iteration 358Q: 80 clusters Score -1.475449e+08 nChanged 14
Entering ConstructFrom: 
Score: -147544928.000000 Penalty: 274052.718750
Entering ConstructFrom: 
Trying to split cluster 1 (8289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Entering Unmasked Estep 
Score: -1030641.812500 Penalty: 2237.625977
	Iteration 0F: 2 clusters Score -1030642 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -1024054.875000 Penalty: 4475.251953
	Iteration 0F: 3 clusters Score -1024055 nChanged 3368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -1025901.062500 Penalty: 4475.251953
	Iteration 1F: 3 clusters Score -1025901 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -1026206.000000 Penalty: 4475.251953
	Iteration 2F: 3 clusters Score -1026206 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -1026438.250000 Penalty: 4475.251953
	Iteration 3F: 3 clusters Score -1026438 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -1026663.500000 Penalty: 4475.251953
	Iteration 4Q: 3 clusters Score -1026664 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -1026924.875000 Penalty: 4475.251953
	Iteration 5Q: 3 clusters Score -1026925 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -1027284.562500 Penalty: 4475.251953
	Iteration 6Q: 3 clusters Score -1027285 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -1027669.500000 Penalty: 4475.251953
	Iteration 7F: 3 clusters Score -1027670 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -1028025.312500 Penalty: 4475.251953
	Iteration 8F: 3 clusters Score -1028025 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -1028310.437500 Penalty: 4475.251953
	Iteration 9Q: 3 clusters Score -1028310 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -1028554.187500 Penalty: 4475.251953
	Iteration 10Q: 3 clusters Score -1028554 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -1028807.937500 Penalty: 4475.251953
	Iteration 11Q: 3 clusters Score -1028808 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -1029084.562500 Penalty: 4475.251953
	Iteration 12Q: 3 clusters Score -1029085 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -1029335.562500 Penalty: 4475.251953
	Iteration 13Q: 3 clusters Score -1029336 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -1029484.062500 Penalty: 4475.251953
	Iteration 14Q: 3 clusters Score -1029484 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -1029573.937500 Penalty: 4475.251953
	Iteration 15Q: 3 clusters Score -1029574 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -1029623.312500 Penalty: 4475.251953
	Iteration 16Q: 3 clusters Score -1029623 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -1029645.000000 Penalty: 4475.251953
	Iteration 17Q: 3 clusters Score -1029645 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -1029659.062500 Penalty: 4475.251953
	Iteration 18Q: 3 clusters Score -1029659 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -1029664.062500 Penalty: 4475.251953
	Iteration 19Q: 3 clusters Score -1029664 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -1029668.625000 Penalty: 4475.251953
	Iteration 20F: 3 clusters Score -1029669 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -1029670.437500 Penalty: 4475.251953
	Iteration 21Q: 3 clusters Score -1029670 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -1029670.187500 Penalty: 4475.251953
	Iteration 22Q: 3 clusters Score -1029670 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -1029670.062500 Penalty: 4475.251953
	Iteration 23Q: 3 clusters Score -1029670 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -1029669.937500 Penalty: 4475.251953
	Iteration 24Q: 3 clusters Score -1029670 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -1029670.875000 Penalty: 4475.251953
	Iteration 25Q: 3 clusters Score -1029671 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -1029670.312500 Penalty: 4475.251953
	Iteration 26Q: 3 clusters Score -1029670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -1029671.625000 Penalty: 4475.251953
	Iteration 27Q: 3 clusters Score -1029672 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -1029671.250000 Penalty: 4475.251953
	Iteration 28Q: 3 clusters Score -1029671 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -1029674.875000 Penalty: 4475.251953
	Iteration 29Q: 3 clusters Score -1029675 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -1029675.375000 Penalty: 4475.251953
	Iteration 30Q: 3 clusters Score -1029675 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -1029674.937500 Penalty: 4475.251953
	Iteration 31Q: 3 clusters Score -1029675 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -1029676.125000 Penalty: 4475.251953
	Iteration 32Q: 3 clusters Score -1029676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -1029677.062500 Penalty: 4475.251953
	Iteration 33Q: 3 clusters Score -1029677 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -1029676.625000 Penalty: 4475.251953
	Iteration 34Q: 3 clusters Score -1029677 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -1029677.937500 Penalty: 4475.251953
	Iteration 35Q: 3 clusters Score -1029678 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -1029678.500000 Penalty: 4475.251953
	Iteration 36Q: 3 clusters Score -1029678 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -1029678.937500 Penalty: 4475.251953
	Iteration 37Q: 3 clusters Score -1029679 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -1029678.812500 Penalty: 4475.251953
	Iteration 38Q: 3 clusters Score -1029679 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -1029678.062500 Penalty: 4475.251953
	Iteration 39Q: 3 clusters Score -1029678 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -1029680.562500 Penalty: 4475.251953
	Iteration 40F: 3 clusters Score -1029681 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -1029681.062500 Penalty: 4475.251953
	Iteration 41Q: 3 clusters Score -1029681 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -1029681.312500 Penalty: 4475.251953
	Iteration 42Q: 3 clusters Score -1029681 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -1029681.312500 Penalty: 4475.251953
	Iteration 43F: 3 clusters Score -1029681 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Entering Unmasked Estep 
Score: -316785.281250 Penalty: 1942.536255
	Iteration 0F: 2 clusters Score -316785.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -313815.875000 Penalty: 3885.072510
	Iteration 0F: 3 clusters Score -313815.9 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -314426.500000 Penalty: 3885.072510
	Iteration 1F: 3 clusters Score -314426.5 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -314570.375000 Penalty: 3885.072510
	Iteration 2F: 3 clusters Score -314570.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -314645.875000 Penalty: 3885.072510
	Iteration 3Q: 3 clusters Score -314645.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -314702.125000 Penalty: 3885.072510
	Iteration 4Q: 3 clusters Score -314702.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -314744.343750 Penalty: 3885.072510
	Iteration 5Q: 3 clusters Score -314744.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -314774.062500 Penalty: 3885.072510
	Iteration 6Q: 3 clusters Score -314774.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -314805.343750 Penalty: 3885.072510
	Iteration 7Q: 3 clusters Score -314805.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -314833.406250 Penalty: 3885.072510
	Iteration 8Q: 3 clusters Score -314833.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -314855.843750 Penalty: 3885.072510
	Iteration 9Q: 3 clusters Score -314855.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -314875.750000 Penalty: 3885.072510
	Iteration 10Q: 3 clusters Score -314875.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -314887.125000 Penalty: 3885.072510
	Iteration 11Q: 3 clusters Score -314887.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -314896.187500 Penalty: 3885.072510
	Iteration 12Q: 3 clusters Score -314896.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -314904.906250 Penalty: 3885.072510
	Iteration 13Q: 3 clusters Score -314904.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -314914.312500 Penalty: 3885.072510
	Iteration 14Q: 3 clusters Score -314914.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -314919.093750 Penalty: 3885.072510
	Iteration 15Q: 3 clusters Score -314919.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -314925.343750 Penalty: 3885.072510
	Iteration 16Q: 3 clusters Score -314925.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -314929.125000 Penalty: 3885.072510
	Iteration 17Q: 3 clusters Score -314929.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -314931.437500 Penalty: 3885.072510
	Iteration 18Q: 3 clusters Score -314931.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -314937.750000 Penalty: 3885.072510
	Iteration 19Q: 3 clusters Score -314937.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -314943.937500 Penalty: 3885.072510
	Iteration 20F: 3 clusters Score -314943.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -314952.093750 Penalty: 3885.072510
	Iteration 21Q: 3 clusters Score -314952.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -314959.656250 Penalty: 3885.072510
	Iteration 22Q: 3 clusters Score -314959.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -314964.343750 Penalty: 3885.072510
	Iteration 23Q: 3 clusters Score -314964.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -314968.218750 Penalty: 3885.072510
	Iteration 24Q: 3 clusters Score -314968.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -314969.437500 Penalty: 3885.072510
	Iteration 25Q: 3 clusters Score -314969.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -314971.531250 Penalty: 3885.072510
	Iteration 26Q: 3 clusters Score -314971.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -314972.718750 Penalty: 3885.072510
	Iteration 27Q: 3 clusters Score -314972.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -314972.718750 Penalty: 3885.072510
	Iteration 28F: 3 clusters Score -314972.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Entering Unmasked Estep 
Score: -744831.250000 Penalty: 2065.874756
	Iteration 0F: 2 clusters Score -744831.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -740847.875000 Penalty: 4131.749512
	Iteration 0F: 3 clusters Score -740847.9 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -741779.812500 Penalty: 4131.749512
	Iteration 1F: 3 clusters Score -741779.8 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -742108.187500 Penalty: 4131.749512
	Iteration 2F: 3 clusters Score -742108.2 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -742458.125000 Penalty: 4131.749512
	Iteration 3F: 3 clusters Score -742458.1 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -742773.437500 Penalty: 4131.749512
	Iteration 4F: 3 clusters Score -742773.4 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -743054.375000 Penalty: 4131.749512
	Iteration 5F: 3 clusters Score -743054.4 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -743323.687500 Penalty: 4131.749512
	Iteration 6F: 3 clusters Score -743323.7 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -743572.500000 Penalty: 4131.749512
	Iteration 7F: 3 clusters Score -743572.5 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -743789.625000 Penalty: 4131.749512
	Iteration 8F: 3 clusters Score -743789.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -743965.375000 Penalty: 4131.749512
	Iteration 9Q: 3 clusters Score -743965.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -744069.937500 Penalty: 4131.749512
	Iteration 10Q: 3 clusters Score -744069.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -744133.875000 Penalty: 4131.749512
	Iteration 11Q: 3 clusters Score -744133.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -744169.875000 Penalty: 4131.749512
	Iteration 12Q: 3 clusters Score -744169.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -744190.250000 Penalty: 4131.749512
	Iteration 13Q: 3 clusters Score -744190.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -744206.500000 Penalty: 4131.749512
	Iteration 14Q: 3 clusters Score -744206.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -744216.625000 Penalty: 4131.749512
	Iteration 15Q: 3 clusters Score -744216.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -744222.812500 Penalty: 4131.749512
	Iteration 16Q: 3 clusters Score -744222.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -744226.687500 Penalty: 4131.749512
	Iteration 17Q: 3 clusters Score -744226.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -744228.062500 Penalty: 4131.749512
	Iteration 18Q: 3 clusters Score -744228.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -744229.437500 Penalty: 4131.749512
	Iteration 19Q: 3 clusters Score -744229.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -744230.000000 Penalty: 4131.749512
	Iteration 20F: 3 clusters Score -744230 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -744232.062500 Penalty: 4131.749512
	Iteration 21Q: 3 clusters Score -744232.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -744234.250000 Penalty: 4131.749512
	Iteration 22Q: 3 clusters Score -744234.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -744234.437500 Penalty: 4131.749512
	Iteration 23Q: 3 clusters Score -744234.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -744234.812500 Penalty: 4131.749512
	Iteration 24Q: 3 clusters Score -744234.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -744235.750000 Penalty: 4131.749512
	Iteration 25Q: 3 clusters Score -744235.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -744237.875000 Penalty: 4131.749512
	Iteration 26Q: 3 clusters Score -744237.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -744238.312500 Penalty: 4131.749512
	Iteration 27Q: 3 clusters Score -744238.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -744238.312500 Penalty: 4131.749512
	Iteration 28F: 3 clusters Score -744238.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (12070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12070 members 
Entering Unmasked Estep 
Score: -1377043.625000 Penalty: 2330.822754
	Iteration 0F: 2 clusters Score -1377044 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -1368158.500000 Penalty: 4661.645508
	Iteration 0F: 3 clusters Score -1368158 nChanged 5142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -1371393.500000 Penalty: 4661.645508
	Iteration 1F: 3 clusters Score -1371394 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -1372216.625000 Penalty: 4661.645508
	Iteration 2F: 3 clusters Score -1372217 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -1372958.500000 Penalty: 4661.645508
	Iteration 3F: 3 clusters Score -1372958 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -1373554.250000 Penalty: 4661.645508
	Iteration 4F: 3 clusters Score -1373554 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -1374059.500000 Penalty: 4661.645508
	Iteration 5F: 3 clusters Score -1374060 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -1374528.125000 Penalty: 4661.645508
	Iteration 6F: 3 clusters Score -1374528 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -1374888.750000 Penalty: 4661.645508
	Iteration 7Q: 3 clusters Score -1374889 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -1375168.625000 Penalty: 4661.645508
	Iteration 8Q: 3 clusters Score -1375169 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -1375397.125000 Penalty: 4661.645508
	Iteration 9Q: 3 clusters Score -1375397 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 8933 members 
Entering Unmasked Estep 
Score: -1375596.750000 Penalty: 4661.645508
	Iteration 10Q: 3 clusters Score -1375597 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -1375778.750000 Penalty: 4661.645508
	Iteration 11Q: 3 clusters Score -1375779 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 9426 members 
Entering Unmasked Estep 
Score: -1375948.875000 Penalty: 4661.645508
	Iteration 12Q: 3 clusters Score -1375949 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -1376085.500000 Penalty: 4661.645508
	Iteration 13Q: 3 clusters Score -1376086 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 9814 members 
Entering Unmasked Estep 
Score: -1376192.500000 Penalty: 4661.645508
	Iteration 14Q: 3 clusters Score -1376192 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 9980 members 
Entering Unmasked Estep 
Score: -1376286.500000 Penalty: 4661.645508
	Iteration 15Q: 3 clusters Score -1376286 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 10095 members 
Entering Unmasked Estep 
Score: -1376341.375000 Penalty: 4661.645508
	Iteration 16Q: 3 clusters Score -1376341 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 10199 members 
Entering Unmasked Estep 
Score: -1376395.250000 Penalty: 4661.645508
	Iteration 17Q: 3 clusters Score -1376395 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 10269 members 
Entering Unmasked Estep 
Score: -1376419.625000 Penalty: 4661.645508
	Iteration 18Q: 3 clusters Score -1376420 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 10321 members 
Entering Unmasked Estep 
Score: -1376437.250000 Penalty: 4661.645508
	Iteration 19Q: 3 clusters Score -1376437 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 10371 members 
Entering Unmasked Estep 
Score: -1376467.875000 Penalty: 4661.645508
	Iteration 20F: 3 clusters Score -1376468 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 10409 members 
Entering Unmasked Estep 
Score: -1376485.125000 Penalty: 4661.645508
	Iteration 21Q: 3 clusters Score -1376485 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 10442 members 
Entering Unmasked Estep 
Score: -1376503.750000 Penalty: 4661.645508
	Iteration 22Q: 3 clusters Score -1376504 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 10470 members 
Entering Unmasked Estep 
Score: -1376510.375000 Penalty: 4661.645508
	Iteration 23Q: 3 clusters Score -1376510 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 10490 members 
Entering Unmasked Estep 
Score: -1376515.750000 Penalty: 4661.645508
	Iteration 24Q: 3 clusters Score -1376516 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 10506 members 
Entering Unmasked Estep 
Score: -1376531.875000 Penalty: 4661.645508
	Iteration 25Q: 3 clusters Score -1376532 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 10520 members 
Entering Unmasked Estep 
Score: -1376537.750000 Penalty: 4661.645508
	Iteration 26Q: 3 clusters Score -1376538 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 10527 members 
Entering Unmasked Estep 
Score: -1376543.500000 Penalty: 4661.645508
	Iteration 27Q: 3 clusters Score -1376544 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 10531 members 
Entering Unmasked Estep 
Score: -1376546.375000 Penalty: 4661.645508
	Iteration 28Q: 3 clusters Score -1376546 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 10531 members 
Entering Unmasked Estep 
Score: -1376551.125000 Penalty: 4661.645508
	Iteration 29Q: 3 clusters Score -1376551 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 10530 members 
Entering Unmasked Estep 
Score: -1376556.125000 Penalty: 4661.645508
	Iteration 30Q: 3 clusters Score -1376556 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 10525 members 
Entering Unmasked Estep 
Score: -1376564.750000 Penalty: 4661.645508
	Iteration 31Q: 3 clusters Score -1376565 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 10521 members 
Entering Unmasked Estep 
Score: -1376572.875000 Penalty: 4661.645508
	Iteration 32Q: 3 clusters Score -1376573 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 10516 members 
Entering Unmasked Estep 
Score: -1376584.750000 Penalty: 4661.645508
	Iteration 33Q: 3 clusters Score -1376585 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 10519 members 
Entering Unmasked Estep 
Score: -1376590.875000 Penalty: 4661.645508
	Iteration 34Q: 3 clusters Score -1376591 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 10520 members 
Entering Unmasked Estep 
Score: -1376592.500000 Penalty: 4661.645508
	Iteration 35Q: 3 clusters Score -1376592 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 10524 members 
Entering Unmasked Estep 
Score: -1376597.500000 Penalty: 4661.645508
	Iteration 36Q: 3 clusters Score -1376598 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
Score: -1376595.375000 Penalty: 4661.645508
	Iteration 37Q: 3 clusters Score -1376595 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 10532 members 
Entering Unmasked Estep 
Score: -1376596.250000 Penalty: 4661.645508
	Iteration 38Q: 3 clusters Score -1376596 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 10531 members 
Entering Unmasked Estep 
Score: -1376597.000000 Penalty: 4661.645508
	Iteration 39Q: 3 clusters Score -1376597 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 10530 members 
Entering Unmasked Estep 
Score: -1376595.000000 Penalty: 4661.645508
	Iteration 40F: 3 clusters Score -1376595 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 10534 members 
Entering Unmasked Estep 
Score: -1376598.250000 Penalty: 4661.645508
	Iteration 41Q: 3 clusters Score -1376598 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 10541 members 
Entering Unmasked Estep 
Score: -1376600.250000 Penalty: 4661.645508
	Iteration 42Q: 3 clusters Score -1376600 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 10547 members 
Entering Unmasked Estep 
Score: -1376599.250000 Penalty: 4661.645508
	Iteration 43Q: 3 clusters Score -1376599 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -1376603.000000 Penalty: 4661.645508
	Iteration 44Q: 3 clusters Score -1376603 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 10553 members 
Entering Unmasked Estep 
Score: -1376604.125000 Penalty: 4661.645508
	Iteration 45Q: 3 clusters Score -1376604 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 10553 members 
Entering Unmasked Estep 
Score: -1376603.000000 Penalty: 4661.645508
	Iteration 46Q: 3 clusters Score -1376603 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 10554 members 
Entering Unmasked Estep 
Score: -1376606.250000 Penalty: 4661.645508
	Iteration 47Q: 3 clusters Score -1376606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 10556 members 
Entering Unmasked Estep 
Score: -1376605.375000 Penalty: 4661.645508
	Iteration 48Q: 3 clusters Score -1376605 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 10558 members 
Entering Unmasked Estep 
Score: -1376605.875000 Penalty: 4661.645508
	Iteration 49Q: 3 clusters Score -1376606 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 10562 members 
Entering Unmasked Estep 
Score: -1376607.375000 Penalty: 4661.645508
	Iteration 50Q: 3 clusters Score -1376607 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -1376609.875000 Penalty: 4661.645508
	Iteration 51Q: 3 clusters Score -1376610 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 10563 members 
Entering Unmasked Estep 
Score: -1376611.125000 Penalty: 4661.645508
	Iteration 52Q: 3 clusters Score -1376611 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 10566 members 
Entering Unmasked Estep 
Score: -1376613.125000 Penalty: 4661.645508
	Iteration 53Q: 3 clusters Score -1376613 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 10570 members 
Entering Unmasked Estep 
Score: -1376612.625000 Penalty: 4661.645508
	Iteration 54Q: 3 clusters Score -1376613 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 10571 members 
Entering Unmasked Estep 
Score: -1376611.500000 Penalty: 4661.645508
	Iteration 55Q: 3 clusters Score -1376612 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 10573 members 
Entering Unmasked Estep 
Score: -1376612.000000 Penalty: 4661.645508
	Iteration 56Q: 3 clusters Score -1376612 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 10577 members 
Entering Unmasked Estep 
Score: -1376613.750000 Penalty: 4661.645508
	Iteration 57Q: 3 clusters Score -1376614 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 10580 members 
Entering Unmasked Estep 
Score: -1376618.250000 Penalty: 4661.645508
	Iteration 58Q: 3 clusters Score -1376618 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 10584 members 
Entering Unmasked Estep 
Score: -1376614.500000 Penalty: 4661.645508
	Iteration 59Q: 3 clusters Score -1376614 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 10589 members 
Entering Unmasked Estep 
Score: -1376620.125000 Penalty: 4661.645508
	Iteration 60F: 3 clusters Score -1376620 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -1376625.375000 Penalty: 4661.645508
	Iteration 61Q: 3 clusters Score -1376625 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 10592 members 
Entering Unmasked Estep 
Score: -1376625.750000 Penalty: 4661.645508
	Iteration 62Q: 3 clusters Score -1376626 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 10593 members 
Entering Unmasked Estep 
Score: -1376628.500000 Penalty: 4661.645508
	Iteration 63Q: 3 clusters Score -1376628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 10595 members 
Entering Unmasked Estep 
Score: -1376627.625000 Penalty: 4661.645508
	Iteration 64Q: 3 clusters Score -1376628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 10597 members 
Entering Unmasked Estep 
Score: -1376627.875000 Penalty: 4661.645508
	Iteration 65Q: 3 clusters Score -1376628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
Score: -1376626.375000 Penalty: 4661.645508
	Iteration 66Q: 3 clusters Score -1376626 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
Score: -1376626.375000 Penalty: 4661.645508
	Iteration 67F: 3 clusters Score -1376626 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Entering Unmasked Estep 
Score: -402540.375000 Penalty: 2000.575195
	Iteration 0F: 2 clusters Score -402540.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -399171.593750 Penalty: 4001.150391
	Iteration 0F: 3 clusters Score -399171.6 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -399857.656250 Penalty: 4001.150391
	Iteration 1F: 3 clusters Score -399857.7 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -400025.218750 Penalty: 4001.150391
	Iteration 2F: 3 clusters Score -400025.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -400119.750000 Penalty: 4001.150391
	Iteration 3Q: 3 clusters Score -400119.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -400180.968750 Penalty: 4001.150391
	Iteration 4Q: 3 clusters Score -400181 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -400219.437500 Penalty: 4001.150391
	Iteration 5Q: 3 clusters Score -400219.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -400244.812500 Penalty: 4001.150391
	Iteration 6Q: 3 clusters Score -400244.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -400267.468750 Penalty: 4001.150391
	Iteration 7Q: 3 clusters Score -400267.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -400287.468750 Penalty: 4001.150391
	Iteration 8Q: 3 clusters Score -400287.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -400305.250000 Penalty: 4001.150391
	Iteration 9Q: 3 clusters Score -400305.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -400320.468750 Penalty: 4001.150391
	Iteration 10Q: 3 clusters Score -400320.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -400331.125000 Penalty: 4001.150391
	Iteration 11Q: 3 clusters Score -400331.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -400342.562500 Penalty: 4001.150391
	Iteration 12Q: 3 clusters Score -400342.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -400352.875000 Penalty: 4001.150391
	Iteration 13Q: 3 clusters Score -400352.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -400364.500000 Penalty: 4001.150391
	Iteration 14Q: 3 clusters Score -400364.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -400377.656250 Penalty: 4001.150391
	Iteration 15Q: 3 clusters Score -400377.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -400387.031250 Penalty: 4001.150391
	Iteration 16Q: 3 clusters Score -400387 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -400397.687500 Penalty: 4001.150391
	Iteration 17Q: 3 clusters Score -400397.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -400403.281250 Penalty: 4001.150391
	Iteration 18Q: 3 clusters Score -400403.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -400405.562500 Penalty: 4001.150391
	Iteration 19Q: 3 clusters Score -400405.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -400407.906250 Penalty: 4001.150391
	Iteration 20F: 3 clusters Score -400407.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -400409.906250 Penalty: 4001.150391
	Iteration 21Q: 3 clusters Score -400409.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -400415.812500 Penalty: 4001.150391
	Iteration 22Q: 3 clusters Score -400415.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -400425.093750 Penalty: 4001.150391
	Iteration 23Q: 3 clusters Score -400425.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -400433.218750 Penalty: 4001.150391
	Iteration 24Q: 3 clusters Score -400433.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -400438.468750 Penalty: 4001.150391
	Iteration 25Q: 3 clusters Score -400438.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -400441.468750 Penalty: 4001.150391
	Iteration 26Q: 3 clusters Score -400441.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -400442.781250 Penalty: 4001.150391
	Iteration 27Q: 3 clusters Score -400442.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -400444.281250 Penalty: 4001.150391
	Iteration 28Q: 3 clusters Score -400444.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -400445.031250 Penalty: 4001.150391
	Iteration 29Q: 3 clusters Score -400445 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -400445.843750 Penalty: 4001.150391
	Iteration 30Q: 3 clusters Score -400445.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -400448.375000 Penalty: 4001.150391
	Iteration 31Q: 3 clusters Score -400448.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -400450.093750 Penalty: 4001.150391
	Iteration 32Q: 3 clusters Score -400450.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -400451.125000 Penalty: 4001.150391
	Iteration 33Q: 3 clusters Score -400451.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -400451.937500 Penalty: 4001.150391
	Iteration 34Q: 3 clusters Score -400451.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -400453.125000 Penalty: 4001.150391
	Iteration 35Q: 3 clusters Score -400453.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -400454.625000 Penalty: 4001.150391
	Iteration 36Q: 3 clusters Score -400454.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -400457.687500 Penalty: 4001.150391
	Iteration 37Q: 3 clusters Score -400457.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -400461.281250 Penalty: 4001.150391
	Iteration 38Q: 3 clusters Score -400461.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -400462.875000 Penalty: 4001.150391
	Iteration 39Q: 3 clusters Score -400462.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -400465.281250 Penalty: 4001.150391
	Iteration 40F: 3 clusters Score -400465.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -400469.281250 Penalty: 4001.150391
	Iteration 41Q: 3 clusters Score -400469.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -400477.343750 Penalty: 4001.150391
	Iteration 42Q: 3 clusters Score -400477.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -400481.781250 Penalty: 4001.150391
	Iteration 43Q: 3 clusters Score -400481.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -400485.781250 Penalty: 4001.150391
	Iteration 44Q: 3 clusters Score -400485.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -400488.062500 Penalty: 4001.150391
	Iteration 45Q: 3 clusters Score -400488.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -400491.968750 Penalty: 4001.150391
	Iteration 46Q: 3 clusters Score -400492 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -400494.843750 Penalty: 4001.150391
	Iteration 47Q: 3 clusters Score -400494.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -400499.906250 Penalty: 4001.150391
	Iteration 48Q: 3 clusters Score -400499.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -400503.968750 Penalty: 4001.150391
	Iteration 49Q: 3 clusters Score -400504 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -400507.812500 Penalty: 4001.150391
	Iteration 50Q: 3 clusters Score -400507.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -400515.468750 Penalty: 4001.150391
	Iteration 51Q: 3 clusters Score -400515.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -400522.875000 Penalty: 4001.150391
	Iteration 52Q: 3 clusters Score -400522.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -400534.156250 Penalty: 4001.150391
	Iteration 53Q: 3 clusters Score -400534.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -400541.093750 Penalty: 4001.150391
	Iteration 54Q: 3 clusters Score -400541.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -400546.687500 Penalty: 4001.150391
	Iteration 55Q: 3 clusters Score -400546.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -400551.187500 Penalty: 4001.150391
	Iteration 56Q: 3 clusters Score -400551.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -400555.593750 Penalty: 4001.150391
	Iteration 57Q: 3 clusters Score -400555.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -400557.093750 Penalty: 4001.150391
	Iteration 58Q: 3 clusters Score -400557.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -400560.343750 Penalty: 4001.150391
	Iteration 59Q: 3 clusters Score -400560.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -400563.781250 Penalty: 4001.150391
	Iteration 60F: 3 clusters Score -400563.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -400569.625000 Penalty: 4001.150391
	Iteration 61Q: 3 clusters Score -400569.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -400571.593750 Penalty: 4001.150391
	Iteration 62Q: 3 clusters Score -400571.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -400572.156250 Penalty: 4001.150391
	Iteration 63Q: 3 clusters Score -400572.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -400572.656250 Penalty: 4001.150391
	Iteration 64Q: 3 clusters Score -400572.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -400573.156250 Penalty: 4001.150391
	Iteration 65Q: 3 clusters Score -400573.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -400574.187500 Penalty: 4001.150391
	Iteration 66Q: 3 clusters Score -400574.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -400575.000000 Penalty: 4001.150391
	Iteration 67Q: 3 clusters Score -400575 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -400576.000000 Penalty: 4001.150391
	Iteration 68Q: 3 clusters Score -400576 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -400577.968750 Penalty: 4001.150391
	Iteration 69Q: 3 clusters Score -400578 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -400580.968750 Penalty: 4001.150391
	Iteration 70Q: 3 clusters Score -400581 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -400583.343750 Penalty: 4001.150391
	Iteration 71Q: 3 clusters Score -400583.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -400584.437500 Penalty: 4001.150391
	Iteration 72Q: 3 clusters Score -400584.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -400586.531250 Penalty: 4001.150391
	Iteration 73Q: 3 clusters Score -400586.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -400586.875000 Penalty: 4001.150391
	Iteration 74Q: 3 clusters Score -400586.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -400586.250000 Penalty: 4001.150391
	Iteration 75Q: 3 clusters Score -400586.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -400587.343750 Penalty: 4001.150391
	Iteration 76Q: 3 clusters Score -400587.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -400587.343750 Penalty: 4001.150391
	Iteration 77F: 3 clusters Score -400587.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -318186.093750 Penalty: 1945.566040
	Iteration 0F: 2 clusters Score -318186.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
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: -315171.093750 Penalty: 3891.132080
	Iteration 0F: 3 clusters Score -315171.1 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -315812.718750 Penalty: 3891.132080
	Iteration 1F: 3 clusters Score -315812.7 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -316009.781250 Penalty: 3891.132080
	Iteration 2F: 3 clusters Score -316009.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -316107.781250 Penalty: 3891.132080
	Iteration 3Q: 3 clusters Score -316107.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -316178.437500 Penalty: 3891.132080
	Iteration 4Q: 3 clusters Score -316178.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -316233.125000 Penalty: 3891.132080
	Iteration 5Q: 3 clusters Score -316233.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -316280.500000 Penalty: 3891.132080
	Iteration 6Q: 3 clusters Score -316280.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -316317.875000 Penalty: 3891.132080
	Iteration 7Q: 3 clusters Score -316317.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -316342.156250 Penalty: 3891.132080
	Iteration 8Q: 3 clusters Score -316342.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -316358.937500 Penalty: 3891.132080
	Iteration 9Q: 3 clusters Score -316358.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -316375.750000 Penalty: 3891.132080
	Iteration 10Q: 3 clusters Score -316375.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -316388.718750 Penalty: 3891.132080
	Iteration 11Q: 3 clusters Score -316388.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -316397.968750 Penalty: 3891.132080
	Iteration 12Q: 3 clusters Score -316398 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -316407.375000 Penalty: 3891.132080
	Iteration 13Q: 3 clusters Score -316407.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -316423.437500 Penalty: 3891.132080
	Iteration 14Q: 3 clusters Score -316423.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -316438.218750 Penalty: 3891.132080
	Iteration 15Q: 3 clusters Score -316438.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -316452.281250 Penalty: 3891.132080
	Iteration 16Q: 3 clusters Score -316452.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -316465.625000 Penalty: 3891.132080
	Iteration 17Q: 3 clusters Score -316465.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -316472.437500 Penalty: 3891.132080
	Iteration 18Q: 3 clusters Score -316472.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -316477.000000 Penalty: 3891.132080
	Iteration 19Q: 3 clusters Score -316477 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -316482.656250 Penalty: 3891.132080
	Iteration 20F: 3 clusters Score -316482.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -316489.000000 Penalty: 3891.132080
	Iteration 21Q: 3 clusters Score -316489 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -316492.500000 Penalty: 3891.132080
	Iteration 22Q: 3 clusters Score -316492.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -316496.437500 Penalty: 3891.132080
	Iteration 23Q: 3 clusters Score -316496.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -316500.593750 Penalty: 3891.132080
	Iteration 24Q: 3 clusters Score -316500.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -316505.625000 Penalty: 3891.132080
	Iteration 25Q: 3 clusters Score -316505.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -316508.031250 Penalty: 3891.132080
	Iteration 26Q: 3 clusters Score -316508 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -316512.343750 Penalty: 3891.132080
	Iteration 27Q: 3 clusters Score -316512.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -316513.500000 Penalty: 3891.132080
	Iteration 28Q: 3 clusters Score -316513.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -316514.000000 Penalty: 3891.132080
	Iteration 29Q: 3 clusters Score -316514 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -316514.531250 Penalty: 3891.132080
	Iteration 30Q: 3 clusters Score -316514.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -316515.343750 Penalty: 3891.132080
	Iteration 31Q: 3 clusters Score -316515.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -316515.750000 Penalty: 3891.132080
	Iteration 32Q: 3 clusters Score -316515.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -316515.750000 Penalty: 3891.132080
	Iteration 33F: 3 clusters Score -316515.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Entering Unmasked Estep 
Score: -53069.867188 Penalty: 1460.441650
	Iteration 0F: 2 clusters Score -53069.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -51739.355469 Penalty: 2920.883301
	Iteration 0F: 3 clusters Score -51739.36 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -52080.562500 Penalty: 2920.883301
	Iteration 1F: 3 clusters Score -52080.56 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -52610.328125 Penalty: 2920.883301
	Iteration 2Q: 3 clusters Score -52610.33 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -52742.507812 Penalty: 2920.883301
	Iteration 3F: 3 clusters Score -52742.51 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -52806.167969 Penalty: 2920.883301
	Iteration 4Q: 3 clusters Score -52806.17 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -52882.886719 Penalty: 2920.883301
	Iteration 5Q: 3 clusters Score -52882.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -52914.320312 Penalty: 2920.883301
	Iteration 6Q: 3 clusters Score -52914.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -52950.382812 Penalty: 2920.883301
	Iteration 7Q: 3 clusters Score -52950.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -52986.863281 Penalty: 2920.883301
	Iteration 8Q: 3 clusters Score -52986.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -53010.929688 Penalty: 2920.883301
	Iteration 9Q: 3 clusters Score -53010.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -53010.929688 Penalty: 2920.883301
	Iteration 10F: 3 clusters Score -53010.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (7708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Entering Unmasked Estep 
Score: -977427.625000 Penalty: 2219.603516
	Iteration 0F: 2 clusters Score -977427.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -971200.812500 Penalty: 4439.207031
	Iteration 0F: 3 clusters Score -971200.8 nChanged 3154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -973001.750000 Penalty: 4439.207031
	Iteration 1F: 3 clusters Score -973001.8 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -973365.375000 Penalty: 4439.207031
	Iteration 2F: 3 clusters Score -973365.4 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -973686.750000 Penalty: 4439.207031
	Iteration 3F: 3 clusters Score -973686.8 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -974016.125000 Penalty: 4439.207031
	Iteration 4F: 3 clusters Score -974016.1 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -974329.125000 Penalty: 4439.207031
	Iteration 5F: 3 clusters Score -974329.1 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -974594.125000 Penalty: 4439.207031
	Iteration 6F: 3 clusters Score -974594.1 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -974846.625000 Penalty: 4439.207031
	Iteration 7Q: 3 clusters Score -974846.6 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -975104.750000 Penalty: 4439.207031
	Iteration 8Q: 3 clusters Score -975104.8 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -975337.250000 Penalty: 4439.207031
	Iteration 9Q: 3 clusters Score -975337.2 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -975544.187500 Penalty: 4439.207031
	Iteration 10Q: 3 clusters Score -975544.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -975730.375000 Penalty: 4439.207031
	Iteration 11Q: 3 clusters Score -975730.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -975888.375000 Penalty: 4439.207031
	Iteration 12Q: 3 clusters Score -975888.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -976001.250000 Penalty: 4439.207031
	Iteration 13Q: 3 clusters Score -976001.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -976091.187500 Penalty: 4439.207031
	Iteration 14Q: 3 clusters Score -976091.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -976156.687500 Penalty: 4439.207031
	Iteration 15Q: 3 clusters Score -976156.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -976201.250000 Penalty: 4439.207031
	Iteration 16Q: 3 clusters Score -976201.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -976234.500000 Penalty: 4439.207031
	Iteration 17Q: 3 clusters Score -976234.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -976250.812500 Penalty: 4439.207031
	Iteration 18Q: 3 clusters Score -976250.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -976264.625000 Penalty: 4439.207031
	Iteration 19Q: 3 clusters Score -976264.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -976273.875000 Penalty: 4439.207031
	Iteration 20F: 3 clusters Score -976273.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -976281.875000 Penalty: 4439.207031
	Iteration 21Q: 3 clusters Score -976281.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -976290.562500 Penalty: 4439.207031
	Iteration 22Q: 3 clusters Score -976290.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -976299.125000 Penalty: 4439.207031
	Iteration 23Q: 3 clusters Score -976299.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -976311.312500 Penalty: 4439.207031
	Iteration 24Q: 3 clusters Score -976311.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -976328.500000 Penalty: 4439.207031
	Iteration 25Q: 3 clusters Score -976328.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -976341.062500 Penalty: 4439.207031
	Iteration 26Q: 3 clusters Score -976341.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -976347.875000 Penalty: 4439.207031
	Iteration 27Q: 3 clusters Score -976347.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -976357.875000 Penalty: 4439.207031
	Iteration 28Q: 3 clusters Score -976357.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -976366.687500 Penalty: 4439.207031
	Iteration 29Q: 3 clusters Score -976366.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -976379.125000 Penalty: 4439.207031
	Iteration 30Q: 3 clusters Score -976379.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -976395.625000 Penalty: 4439.207031
	Iteration 31Q: 3 clusters Score -976395.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -976404.812500 Penalty: 4439.207031
	Iteration 32Q: 3 clusters Score -976404.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -976414.750000 Penalty: 4439.207031
	Iteration 33Q: 3 clusters Score -976414.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -976419.437500 Penalty: 4439.207031
	Iteration 34Q: 3 clusters Score -976419.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -976428.312500 Penalty: 4439.207031
	Iteration 35Q: 3 clusters Score -976428.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -976438.437500 Penalty: 4439.207031
	Iteration 36Q: 3 clusters Score -976438.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -976445.875000 Penalty: 4439.207031
	Iteration 37Q: 3 clusters Score -976445.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -976448.937500 Penalty: 4439.207031
	Iteration 38Q: 3 clusters Score -976448.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -976453.687500 Penalty: 4439.207031
	Iteration 39Q: 3 clusters Score -976453.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -976459.250000 Penalty: 4439.207031
	Iteration 40F: 3 clusters Score -976459.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -976463.500000 Penalty: 4439.207031
	Iteration 41Q: 3 clusters Score -976463.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -976469.250000 Penalty: 4439.207031
	Iteration 42Q: 3 clusters Score -976469.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -976473.812500 Penalty: 4439.207031
	Iteration 43Q: 3 clusters Score -976473.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -976477.687500 Penalty: 4439.207031
	Iteration 44Q: 3 clusters Score -976477.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -976478.437500 Penalty: 4439.207031
	Iteration 45Q: 3 clusters Score -976478.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -976483.187500 Penalty: 4439.207031
	Iteration 46Q: 3 clusters Score -976483.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -976482.875000 Penalty: 4439.207031
	Iteration 47Q: 3 clusters Score -976482.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -976484.687500 Penalty: 4439.207031
	Iteration 48Q: 3 clusters Score -976484.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -976487.875000 Penalty: 4439.207031
	Iteration 49Q: 3 clusters Score -976487.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -976487.875000 Penalty: 4439.207031
	Iteration 50F: 3 clusters Score -976487.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (172809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172809 members 
Entering Unmasked Estep 
Score: -22109832.000000 Penalty: 2990.865723
	Iteration 0F: 2 clusters Score -2.210983e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86552 members 
Mstep: Class 2 contains 86257 members 
Entering Unmasked Estep 
Score: -21993950.000000 Penalty: 5981.731445
	Iteration 0F: 3 clusters Score -2.199395e+07 nChanged 82881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86767 members 
Mstep: Class 2 contains 86042 members 
Entering Unmasked Estep 
Score: -22043356.000000 Penalty: 5981.731445
	Iteration 1F: 3 clusters Score -2.204336e+07 nChanged 5557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86814 members 
Mstep: Class 2 contains 85995 members 
Entering Unmasked Estep 
Score: -22044872.000000 Penalty: 5981.731445
	Iteration 2Q: 3 clusters Score -2.204487e+07 nChanged 6024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86876 members 
Mstep: Class 2 contains 85933 members 
Entering Unmasked Estep 
Score: -22046770.000000 Penalty: 5981.731445
	Iteration 3Q: 3 clusters Score -2.204677e+07 nChanged 6667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86919 members 
Mstep: Class 2 contains 85890 members 
Entering Unmasked Estep 
Score: -22049088.000000 Penalty: 5981.731445
	Iteration 4Q: 3 clusters Score -2.204909e+07 nChanged 7196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86973 members 
Mstep: Class 2 contains 85836 members 
Entering Unmasked Estep 
Score: -22051718.000000 Penalty: 5981.731445
	Iteration 5Q: 3 clusters Score -2.205172e+07 nChanged 7575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87322 members 
Mstep: Class 2 contains 85487 members 
Entering Unmasked Estep 
Score: -22054380.000000 Penalty: 5981.731445
	Iteration 6Q: 3 clusters Score -2.205438e+07 nChanged 7660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88080 members 
Mstep: Class 2 contains 84729 members 
Entering Unmasked Estep 
Score: -22057370.000000 Penalty: 5981.731445
	Iteration 7Q: 3 clusters Score -2.205737e+07 nChanged 7552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89420 members 
Mstep: Class 2 contains 83389 members 
Entering Unmasked Estep 
Score: -22060560.000000 Penalty: 5981.731445
	Iteration 8Q: 3 clusters Score -2.206056e+07 nChanged 7323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91623 members 
Mstep: Class 2 contains 81186 members 
Entering Unmasked Estep 
Score: -22063590.000000 Penalty: 5981.731445
	Iteration 9Q: 3 clusters Score -2.206359e+07 nChanged 6988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94657 members 
Mstep: Class 2 contains 78152 members 
Entering Unmasked Estep 
Score: -22066488.000000 Penalty: 5981.731445
	Iteration 10Q: 3 clusters Score -2.206649e+07 nChanged 6839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98338 members 
Mstep: Class 2 contains 74471 members 
Entering Unmasked Estep 
Score: -22069582.000000 Penalty: 5981.731445
	Iteration 11Q: 3 clusters Score -2.206958e+07 nChanged 6883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102481 members 
Mstep: Class 2 contains 70328 members 
Entering Unmasked Estep 
Score: -22072776.000000 Penalty: 5981.731445
	Iteration 12Q: 3 clusters Score -2.207278e+07 nChanged 6778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106829 members 
Mstep: Class 2 contains 65980 members 
Entering Unmasked Estep 
Score: -22076212.000000 Penalty: 5981.731445
	Iteration 13Q: 3 clusters Score -2.207621e+07 nChanged 6444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110925 members 
Mstep: Class 2 contains 61884 members 
Entering Unmasked Estep 
Score: -22079014.000000 Penalty: 5981.731445
	Iteration 14Q: 3 clusters Score -2.207901e+07 nChanged 5897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114648 members 
Mstep: Class 2 contains 58161 members 
Entering Unmasked Estep 
Score: -22081516.000000 Penalty: 5981.731445
	Iteration 15Q: 3 clusters Score -2.208152e+07 nChanged 5162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118096 members 
Mstep: Class 2 contains 54713 members 
Entering Unmasked Estep 
Score: -22083548.000000 Penalty: 5981.731445
	Iteration 16Q: 3 clusters Score -2.208355e+07 nChanged 4372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121296 members 
Mstep: Class 2 contains 51513 members 
Entering Unmasked Estep 
Score: -22085302.000000 Penalty: 5981.731445
	Iteration 17Q: 3 clusters Score -2.20853e+07 nChanged 3728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124410 members 
Mstep: Class 2 contains 48399 members 
Entering Unmasked Estep 
Score: -22086814.000000 Penalty: 5981.731445
	Iteration 18Q: 3 clusters Score -2.208681e+07 nChanged 3497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127571 members 
Mstep: Class 2 contains 45238 members 
Entering Unmasked Estep 
Score: -22088272.000000 Penalty: 5981.731445
	Iteration 19Q: 3 clusters Score -2.208827e+07 nChanged 3389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130762 members 
Mstep: Class 2 contains 42047 members 
Entering Unmasked Estep 
Score: -22089772.000000 Penalty: 5981.731445
	Iteration 20F: 3 clusters Score -2.208977e+07 nChanged 3298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133942 members 
Mstep: Class 2 contains 38867 members 
Entering Unmasked Estep 
Score: -22091380.000000 Penalty: 5981.731445
	Iteration 21Q: 3 clusters Score -2.209138e+07 nChanged 3175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137009 members 
Mstep: Class 2 contains 35800 members 
Entering Unmasked Estep 
Score: -22093010.000000 Penalty: 5981.731445
	Iteration 22Q: 3 clusters Score -2.209301e+07 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139885 members 
Mstep: Class 2 contains 32924 members 
Entering Unmasked Estep 
Score: -22094572.000000 Penalty: 5981.731445
	Iteration 23Q: 3 clusters Score -2.209457e+07 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142543 members 
Mstep: Class 2 contains 30266 members 
Entering Unmasked Estep 
Score: -22095928.000000 Penalty: 5981.731445
	Iteration 24Q: 3 clusters Score -2.209593e+07 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144990 members 
Mstep: Class 2 contains 27819 members 
Entering Unmasked Estep 
Score: -22097098.000000 Penalty: 5981.731445
	Iteration 25Q: 3 clusters Score -2.20971e+07 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147211 members 
Mstep: Class 2 contains 25598 members 
Entering Unmasked Estep 
Score: -22098168.000000 Penalty: 5981.731445
	Iteration 26Q: 3 clusters Score -2.209817e+07 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149248 members 
Mstep: Class 2 contains 23561 members 
Entering Unmasked Estep 
Score: -22099082.000000 Penalty: 5981.731445
	Iteration 27Q: 3 clusters Score -2.209908e+07 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151073 members 
Mstep: Class 2 contains 21736 members 
Entering Unmasked Estep 
Score: -22099858.000000 Penalty: 5981.731445
	Iteration 28Q: 3 clusters Score -2.209986e+07 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152787 members 
Mstep: Class 2 contains 20022 members 
Entering Unmasked Estep 
Score: -22100504.000000 Penalty: 5981.731445
	Iteration 29Q: 3 clusters Score -2.21005e+07 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154364 members 
Mstep: Class 2 contains 18445 members 
Entering Unmasked Estep 
Score: -22101158.000000 Penalty: 5981.731445
	Iteration 30Q: 3 clusters Score -2.210116e+07 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155890 members 
Mstep: Class 2 contains 16919 members 
Entering Unmasked Estep 
Score: -22101784.000000 Penalty: 5981.731445
	Iteration 31Q: 3 clusters Score -2.210178e+07 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157303 members 
Mstep: Class 2 contains 15506 members 
Entering Unmasked Estep 
Score: -22102268.000000 Penalty: 5981.731445
	Iteration 32Q: 3 clusters Score -2.210227e+07 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158578 members 
Mstep: Class 2 contains 14231 members 
Entering Unmasked Estep 
Score: -22102718.000000 Penalty: 5981.731445
	Iteration 33Q: 3 clusters Score -2.210272e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159751 members 
Mstep: Class 2 contains 13058 members 
Entering Unmasked Estep 
Score: -22103116.000000 Penalty: 5981.731445
	Iteration 34Q: 3 clusters Score -2.210312e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160866 members 
Mstep: Class 2 contains 11943 members 
Entering Unmasked Estep 
Score: -22103566.000000 Penalty: 5981.731445
	Iteration 35Q: 3 clusters Score -2.210357e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161909 members 
Mstep: Class 2 contains 10900 members 
Entering Unmasked Estep 
Score: -22103930.000000 Penalty: 5981.731445
	Iteration 36Q: 3 clusters Score -2.210393e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162939 members 
Mstep: Class 2 contains 9870 members 
Entering Unmasked Estep 
Score: -22104304.000000 Penalty: 5981.731445
	Iteration 37Q: 3 clusters Score -2.21043e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163937 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -22104532.000000 Penalty: 5981.731445
	Iteration 38Q: 3 clusters Score -2.210453e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164909 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -22104930.000000 Penalty: 5981.731445
	Iteration 39Q: 3 clusters Score -2.210493e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165832 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -22105178.000000 Penalty: 5981.731445
	Iteration 40F: 3 clusters Score -2.210518e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166706 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -22105532.000000 Penalty: 5981.731445
	Iteration 41Q: 3 clusters Score -2.210553e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167496 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -22105860.000000 Penalty: 5981.731445
	Iteration 42Q: 3 clusters Score -2.210586e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168178 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -22106116.000000 Penalty: 5981.731445
	Iteration 43Q: 3 clusters Score -2.210612e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168749 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -22106354.000000 Penalty: 5981.731445
	Iteration 44Q: 3 clusters Score -2.210635e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169244 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -22106482.000000 Penalty: 5981.731445
	Iteration 45Q: 3 clusters Score -2.210648e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169643 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -22106684.000000 Penalty: 5981.731445
	Iteration 46Q: 3 clusters Score -2.210668e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169967 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -22106840.000000 Penalty: 5981.731445
	Iteration 47Q: 3 clusters Score -2.210684e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170232 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -22106892.000000 Penalty: 5981.731445
	Iteration 48Q: 3 clusters Score -2.210689e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170437 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -22106996.000000 Penalty: 5981.731445
	Iteration 49Q: 3 clusters Score -2.2107e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170619 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -22107092.000000 Penalty: 5981.731445
	Iteration 50Q: 3 clusters Score -2.210709e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170769 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -22107146.000000 Penalty: 5981.731445
	Iteration 51Q: 3 clusters Score -2.210715e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170881 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -22107178.000000 Penalty: 5981.731445
	Iteration 52Q: 3 clusters Score -2.210718e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170970 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -22107252.000000 Penalty: 5981.731445
	Iteration 53Q: 3 clusters Score -2.210725e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171039 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -22107230.000000 Penalty: 5981.731445
	Iteration 54Q: 3 clusters Score -2.210723e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171092 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -22107254.000000 Penalty: 5981.731445
	Iteration 55Q: 3 clusters Score -2.210725e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171133 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -22107250.000000 Penalty: 5981.731445
	Iteration 56Q: 3 clusters Score -2.210725e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171160 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -22107236.000000 Penalty: 5981.731445
	Iteration 57Q: 3 clusters Score -2.210724e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171192 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -22107256.000000 Penalty: 5981.731445
	Iteration 58Q: 3 clusters Score -2.210726e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171237 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -22107286.000000 Penalty: 5981.731445
	Iteration 59Q: 3 clusters Score -2.210729e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171274 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -22107306.000000 Penalty: 5981.731445
	Iteration 60F: 3 clusters Score -2.210731e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171304 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -22107302.000000 Penalty: 5981.731445
	Iteration 61Q: 3 clusters Score -2.21073e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171326 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -22107292.000000 Penalty: 5981.731445
	Iteration 62Q: 3 clusters Score -2.210729e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171344 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -22107308.000000 Penalty: 5981.731445
	Iteration 63Q: 3 clusters Score -2.210731e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171364 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -22107326.000000 Penalty: 5981.731445
	Iteration 64Q: 3 clusters Score -2.210733e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171385 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -22107304.000000 Penalty: 5981.731445
	Iteration 65Q: 3 clusters Score -2.21073e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171391 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -22107302.000000 Penalty: 5981.731445
	Iteration 66Q: 3 clusters Score -2.21073e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171401 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -22107312.000000 Penalty: 5981.731445
	Iteration 67Q: 3 clusters Score -2.210731e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171411 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -22107326.000000 Penalty: 5981.731445
	Iteration 68Q: 3 clusters Score -2.210733e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171420 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -22107328.000000 Penalty: 5981.731445
	Iteration 69Q: 3 clusters Score -2.210733e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171425 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -22107336.000000 Penalty: 5981.731445
	Iteration 70Q: 3 clusters Score -2.210734e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171429 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -22107352.000000 Penalty: 5981.731445
	Iteration 71Q: 3 clusters Score -2.210735e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171431 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -22107350.000000 Penalty: 5981.731445
	Iteration 72Q: 3 clusters Score -2.210735e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171433 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -22107356.000000 Penalty: 5981.731445
	Iteration 73Q: 3 clusters Score -2.210736e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171434 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -22107354.000000 Penalty: 5981.731445
	Iteration 74Q: 3 clusters Score -2.210735e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171435 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -22107354.000000 Penalty: 5981.731445
	Iteration 75Q: 3 clusters Score -2.210735e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171436 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -22107354.000000 Penalty: 5981.731445
	Iteration 76Q: 3 clusters Score -2.210735e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171438 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -22107358.000000 Penalty: 5981.731445
	Iteration 77Q: 3 clusters Score -2.210736e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171443 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -22107360.000000 Penalty: 5981.731445
	Iteration 78Q: 3 clusters Score -2.210736e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171447 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -22107366.000000 Penalty: 5981.731445
	Iteration 79Q: 3 clusters Score -2.210737e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171452 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -22107354.000000 Penalty: 5981.731445
	Iteration 80F: 3 clusters Score -2.210735e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171456 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -22107360.000000 Penalty: 5981.731445
	Iteration 81Q: 3 clusters Score -2.210736e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171456 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -22107362.000000 Penalty: 5981.731445
	Iteration 82Q: 3 clusters Score -2.210736e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171457 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -22107366.000000 Penalty: 5981.731445
	Iteration 83Q: 3 clusters Score -2.210737e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171458 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -22107370.000000 Penalty: 5981.731445
	Iteration 84Q: 3 clusters Score -2.210737e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171458 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -22107370.000000 Penalty: 5981.731445
	Iteration 85F: 3 clusters Score -2.210737e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (8511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Entering Unmasked Estep 
Score: -939420.750000 Penalty: 2244.180664
	Iteration 0F: 2 clusters Score -939420.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -932688.625000 Penalty: 4488.361328
	Iteration 0F: 3 clusters Score -932688.6 nChanged 3538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -935026.437500 Penalty: 4488.361328
	Iteration 1F: 3 clusters Score -935026.4 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -935640.687500 Penalty: 4488.361328
	Iteration 2F: 3 clusters Score -935640.7 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -936204.625000 Penalty: 4488.361328
	Iteration 3F: 3 clusters Score -936204.6 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -936810.000000 Penalty: 4488.361328
	Iteration 4F: 3 clusters Score -936810 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -937324.875000 Penalty: 4488.361328
	Iteration 5F: 3 clusters Score -937324.9 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -937660.312500 Penalty: 4488.361328
	Iteration 6Q: 3 clusters Score -937660.3 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -937919.687500 Penalty: 4488.361328
	Iteration 7Q: 3 clusters Score -937919.7 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -938126.375000 Penalty: 4488.361328
	Iteration 8Q: 3 clusters Score -938126.4 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -938275.875000 Penalty: 4488.361328
	Iteration 9Q: 3 clusters Score -938275.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -938369.125000 Penalty: 4488.361328
	Iteration 10Q: 3 clusters Score -938369.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -938438.187500 Penalty: 4488.361328
	Iteration 11Q: 3 clusters Score -938438.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -938490.875000 Penalty: 4488.361328
	Iteration 12Q: 3 clusters Score -938490.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -938525.875000 Penalty: 4488.361328
	Iteration 13Q: 3 clusters Score -938525.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -938553.937500 Penalty: 4488.361328
	Iteration 14Q: 3 clusters Score -938553.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -938572.937500 Penalty: 4488.361328
	Iteration 15Q: 3 clusters Score -938572.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -938589.875000 Penalty: 4488.361328
	Iteration 16Q: 3 clusters Score -938589.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -938601.812500 Penalty: 4488.361328
	Iteration 17Q: 3 clusters Score -938601.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -938615.437500 Penalty: 4488.361328
	Iteration 18Q: 3 clusters Score -938615.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -938622.812500 Penalty: 4488.361328
	Iteration 19Q: 3 clusters Score -938622.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -938633.125000 Penalty: 4488.361328
	Iteration 20F: 3 clusters Score -938633.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -938643.125000 Penalty: 4488.361328
	Iteration 21Q: 3 clusters Score -938643.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -938647.500000 Penalty: 4488.361328
	Iteration 22Q: 3 clusters Score -938647.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -938650.562500 Penalty: 4488.361328
	Iteration 23Q: 3 clusters Score -938650.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -938657.125000 Penalty: 4488.361328
	Iteration 24Q: 3 clusters Score -938657.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -938659.187500 Penalty: 4488.361328
	Iteration 25Q: 3 clusters Score -938659.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -938659.062500 Penalty: 4488.361328
	Iteration 26Q: 3 clusters Score -938659.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -938662.000000 Penalty: 4488.361328
	Iteration 27Q: 3 clusters Score -938662 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -938659.187500 Penalty: 4488.361328
	Iteration 28Q: 3 clusters Score -938659.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -938660.187500 Penalty: 4488.361328
	Iteration 29Q: 3 clusters Score -938660.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -938660.187500 Penalty: 4488.361328
	Iteration 30F: 3 clusters Score -938660.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Entering Unmasked Estep 
Score: -412892.937500 Penalty: 2045.310547
	Iteration 0F: 2 clusters Score -412892.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -409171.062500 Penalty: 4090.621094
	Iteration 0F: 3 clusters Score -409171.1 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -410169.468750 Penalty: 4090.621094
	Iteration 1F: 3 clusters Score -410169.5 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -410605.062500 Penalty: 4090.621094
	Iteration 2F: 3 clusters Score -410605.1 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -410957.843750 Penalty: 4090.621094
	Iteration 3F: 3 clusters Score -410957.8 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -411210.750000 Penalty: 4090.621094
	Iteration 4F: 3 clusters Score -411210.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -411383.312500 Penalty: 4090.621094
	Iteration 5Q: 3 clusters Score -411383.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -411516.437500 Penalty: 4090.621094
	Iteration 6Q: 3 clusters Score -411516.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -411616.937500 Penalty: 4090.621094
	Iteration 7Q: 3 clusters Score -411616.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -411688.437500 Penalty: 4090.621094
	Iteration 8Q: 3 clusters Score -411688.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -411731.250000 Penalty: 4090.621094
	Iteration 9Q: 3 clusters Score -411731.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -411755.687500 Penalty: 4090.621094
	Iteration 10Q: 3 clusters Score -411755.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -411772.031250 Penalty: 4090.621094
	Iteration 11Q: 3 clusters Score -411772 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -411791.375000 Penalty: 4090.621094
	Iteration 12Q: 3 clusters Score -411791.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -411804.218750 Penalty: 4090.621094
	Iteration 13Q: 3 clusters Score -411804.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -411811.437500 Penalty: 4090.621094
	Iteration 14Q: 3 clusters Score -411811.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -411820.250000 Penalty: 4090.621094
	Iteration 15Q: 3 clusters Score -411820.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -411829.406250 Penalty: 4090.621094
	Iteration 16Q: 3 clusters Score -411829.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -411840.031250 Penalty: 4090.621094
	Iteration 17Q: 3 clusters Score -411840 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -411850.625000 Penalty: 4090.621094
	Iteration 18Q: 3 clusters Score -411850.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -411860.843750 Penalty: 4090.621094
	Iteration 19Q: 3 clusters Score -411860.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -411868.187500 Penalty: 4090.621094
	Iteration 20F: 3 clusters Score -411868.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -411874.218750 Penalty: 4090.621094
	Iteration 21Q: 3 clusters Score -411874.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -411879.156250 Penalty: 4090.621094
	Iteration 22Q: 3 clusters Score -411879.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -411887.625000 Penalty: 4090.621094
	Iteration 23Q: 3 clusters Score -411887.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -411892.625000 Penalty: 4090.621094
	Iteration 24Q: 3 clusters Score -411892.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -411898.156250 Penalty: 4090.621094
	Iteration 25Q: 3 clusters Score -411898.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -411903.468750 Penalty: 4090.621094
	Iteration 26Q: 3 clusters Score -411903.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -411909.968750 Penalty: 4090.621094
	Iteration 27Q: 3 clusters Score -411910 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -411918.000000 Penalty: 4090.621094
	Iteration 28Q: 3 clusters Score -411918 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -411925.406250 Penalty: 4090.621094
	Iteration 29Q: 3 clusters Score -411925.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -411930.687500 Penalty: 4090.621094
	Iteration 30Q: 3 clusters Score -411930.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -411934.312500 Penalty: 4090.621094
	Iteration 31Q: 3 clusters Score -411934.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -411936.843750 Penalty: 4090.621094
	Iteration 32Q: 3 clusters Score -411936.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -411938.156250 Penalty: 4090.621094
	Iteration 33Q: 3 clusters Score -411938.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -411939.218750 Penalty: 4090.621094
	Iteration 34Q: 3 clusters Score -411939.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -411941.656250 Penalty: 4090.621094
	Iteration 35Q: 3 clusters Score -411941.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -411944.218750 Penalty: 4090.621094
	Iteration 36Q: 3 clusters Score -411944.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -411945.062500 Penalty: 4090.621094
	Iteration 37Q: 3 clusters Score -411945.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -411944.562500 Penalty: 4090.621094
	Iteration 38Q: 3 clusters Score -411944.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -411945.281250 Penalty: 4090.621094
	Iteration 39Q: 3 clusters Score -411945.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -411945.250000 Penalty: 4090.621094
	Iteration 40F: 3 clusters Score -411945.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -411946.406250 Penalty: 4090.621094
	Iteration 41Q: 3 clusters Score -411946.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -411946.437500 Penalty: 4090.621094
	Iteration 42Q: 3 clusters Score -411946.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -411946.781250 Penalty: 4090.621094
	Iteration 43Q: 3 clusters Score -411946.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -411947.093750 Penalty: 4090.621094
	Iteration 44Q: 3 clusters Score -411947.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -411947.093750 Penalty: 4090.621094
	Iteration 45F: 3 clusters Score -411947.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (23259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23259 members 
Entering Unmasked Estep 
Score: -2939637.250000 Penalty: 2493.502930
	Iteration 0F: 2 clusters Score -2939637 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11682 members 
Mstep: Class 2 contains 11577 members 
Entering Unmasked Estep 
Score: -2923434.500000 Penalty: 4987.005859
	Iteration 0F: 3 clusters Score -2923434 nChanged 10345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12275 members 
Mstep: Class 2 contains 10984 members 
Entering Unmasked Estep 
Score: -2929248.750000 Penalty: 4987.005859
	Iteration 1F: 3 clusters Score -2929249 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12785 members 
Mstep: Class 2 contains 10474 members 
Entering Unmasked Estep 
Score: -2929971.500000 Penalty: 4987.005859
	Iteration 2F: 3 clusters Score -2929972 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13433 members 
Mstep: Class 2 contains 9826 members 
Entering Unmasked Estep 
Score: -2930820.000000 Penalty: 4987.005859
	Iteration 3F: 3 clusters Score -2930820 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14229 members 
Mstep: Class 2 contains 9030 members 
Entering Unmasked Estep 
Score: -2931810.750000 Penalty: 4987.005859
	Iteration 4F: 3 clusters Score -2931811 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15023 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -2932787.250000 Penalty: 4987.005859
	Iteration 5F: 3 clusters Score -2932787 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15825 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -2933655.250000 Penalty: 4987.005859
	Iteration 6F: 3 clusters Score -2933655 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16556 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -2934314.500000 Penalty: 4987.005859
	Iteration 7F: 3 clusters Score -2934314 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17172 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -2934772.750000 Penalty: 4987.005859
	Iteration 8Q: 3 clusters Score -2934773 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17709 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -2935074.750000 Penalty: 4987.005859
	Iteration 9Q: 3 clusters Score -2935075 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18150 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -2935294.750000 Penalty: 4987.005859
	Iteration 10Q: 3 clusters Score -2935295 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18546 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -2935467.750000 Penalty: 4987.005859
	Iteration 11Q: 3 clusters Score -2935468 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18955 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -2935659.250000 Penalty: 4987.005859
	Iteration 12Q: 3 clusters Score -2935659 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19374 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -2935851.000000 Penalty: 4987.005859
	Iteration 13Q: 3 clusters Score -2935851 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19801 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -2936045.000000 Penalty: 4987.005859
	Iteration 14Q: 3 clusters Score -2936045 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20218 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -2936264.000000 Penalty: 4987.005859
	Iteration 15Q: 3 clusters Score -2936264 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20583 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -2936439.750000 Penalty: 4987.005859
	Iteration 16Q: 3 clusters Score -2936440 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20882 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -2936584.000000 Penalty: 4987.005859
	Iteration 17Q: 3 clusters Score -2936584 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21157 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -2936714.500000 Penalty: 4987.005859
	Iteration 18Q: 3 clusters Score -2936714 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21387 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -2936824.000000 Penalty: 4987.005859
	Iteration 19Q: 3 clusters Score -2936824 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21590 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -2936919.500000 Penalty: 4987.005859
	Iteration 20F: 3 clusters Score -2936920 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21755 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -2937003.500000 Penalty: 4987.005859
	Iteration 21Q: 3 clusters Score -2937004 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21890 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -2937069.750000 Penalty: 4987.005859
	Iteration 22Q: 3 clusters Score -2937070 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22016 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -2937135.250000 Penalty: 4987.005859
	Iteration 23Q: 3 clusters Score -2937135 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22111 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -2937193.000000 Penalty: 4987.005859
	Iteration 24Q: 3 clusters Score -2937193 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22193 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -2937229.250000 Penalty: 4987.005859
	Iteration 25Q: 3 clusters Score -2937229 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22259 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -2937274.750000 Penalty: 4987.005859
	Iteration 26Q: 3 clusters Score -2937275 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22317 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -2937310.250000 Penalty: 4987.005859
	Iteration 27Q: 3 clusters Score -2937310 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22379 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -2937346.000000 Penalty: 4987.005859
	Iteration 28Q: 3 clusters Score -2937346 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22431 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -2937362.250000 Penalty: 4987.005859
	Iteration 29Q: 3 clusters Score -2937362 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22480 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -2937393.250000 Penalty: 4987.005859
	Iteration 30Q: 3 clusters Score -2937393 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22522 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -2937423.500000 Penalty: 4987.005859
	Iteration 31Q: 3 clusters Score -2937424 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22554 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -2937447.750000 Penalty: 4987.005859
	Iteration 32Q: 3 clusters Score -2937448 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22576 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -2937456.250000 Penalty: 4987.005859
	Iteration 33Q: 3 clusters Score -2937456 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22588 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -2937467.000000 Penalty: 4987.005859
	Iteration 34Q: 3 clusters Score -2937467 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22596 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -2937473.000000 Penalty: 4987.005859
	Iteration 35Q: 3 clusters Score -2937473 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22600 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -2937474.750000 Penalty: 4987.005859
	Iteration 36Q: 3 clusters Score -2937475 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22604 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -2937478.250000 Penalty: 4987.005859
	Iteration 37Q: 3 clusters Score -2937478 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22607 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -2937486.500000 Penalty: 4987.005859
	Iteration 38Q: 3 clusters Score -2937486 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22608 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -2937484.000000 Penalty: 4987.005859
	Iteration 39Q: 3 clusters Score -2937484 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22611 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -2937490.000000 Penalty: 4987.005859
	Iteration 40F: 3 clusters Score -2937490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22612 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -2937489.500000 Penalty: 4987.005859
	Iteration 41Q: 3 clusters Score -2937490 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22614 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -2937487.500000 Penalty: 4987.005859
	Iteration 42Q: 3 clusters Score -2937488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22615 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -2937491.750000 Penalty: 4987.005859
	Iteration 43Q: 3 clusters Score -2937492 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22619 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -2937499.000000 Penalty: 4987.005859
	Iteration 44Q: 3 clusters Score -2937499 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22621 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -2937498.750000 Penalty: 4987.005859
	Iteration 45Q: 3 clusters Score -2937499 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22624 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -2937495.000000 Penalty: 4987.005859
	Iteration 46Q: 3 clusters Score -2937495 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22624 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -2937495.000000 Penalty: 4987.005859
	Iteration 47F: 3 clusters Score -2937495 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Entering Unmasked Estep 
Score: -497554.937500 Penalty: 2058.839111
	Iteration 0F: 2 clusters Score -497554.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -493668.875000 Penalty: 4117.678223
	Iteration 0F: 3 clusters Score -493668.9 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -494583.312500 Penalty: 4117.678223
	Iteration 1F: 3 clusters Score -494583.3 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -494788.312500 Penalty: 4117.678223
	Iteration 2F: 3 clusters Score -494788.3 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -494900.000000 Penalty: 4117.678223
	Iteration 3Q: 3 clusters Score -494900 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -494982.218750 Penalty: 4117.678223
	Iteration 4Q: 3 clusters Score -494982.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -495051.187500 Penalty: 4117.678223
	Iteration 5Q: 3 clusters Score -495051.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -495135.812500 Penalty: 4117.678223
	Iteration 6Q: 3 clusters Score -495135.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -495236.343750 Penalty: 4117.678223
	Iteration 7Q: 3 clusters Score -495236.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -495352.750000 Penalty: 4117.678223
	Iteration 8Q: 3 clusters Score -495352.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -495486.718750 Penalty: 4117.678223
	Iteration 9Q: 3 clusters Score -495486.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -495644.718750 Penalty: 4117.678223
	Iteration 10Q: 3 clusters Score -495644.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -495815.500000 Penalty: 4117.678223
	Iteration 11Q: 3 clusters Score -495815.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -495995.218750 Penalty: 4117.678223
	Iteration 12Q: 3 clusters Score -495995.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -496194.906250 Penalty: 4117.678223
	Iteration 13Q: 3 clusters Score -496194.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -496344.906250 Penalty: 4117.678223
	Iteration 14Q: 3 clusters Score -496344.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -496447.468750 Penalty: 4117.678223
	Iteration 15Q: 3 clusters Score -496447.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -496548.687500 Penalty: 4117.678223
	Iteration 16Q: 3 clusters Score -496548.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -496654.937500 Penalty: 4117.678223
	Iteration 17Q: 3 clusters Score -496654.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -496768.593750 Penalty: 4117.678223
	Iteration 18Q: 3 clusters Score -496768.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -496872.625000 Penalty: 4117.678223
	Iteration 19Q: 3 clusters Score -496872.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -496920.500000 Penalty: 4117.678223
	Iteration 20F: 3 clusters Score -496920.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -496941.781250 Penalty: 4117.678223
	Iteration 21Q: 3 clusters Score -496941.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -496965.062500 Penalty: 4117.678223
	Iteration 22Q: 3 clusters Score -496965.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -496973.312500 Penalty: 4117.678223
	Iteration 23Q: 3 clusters Score -496973.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -496976.625000 Penalty: 4117.678223
	Iteration 24Q: 3 clusters Score -496976.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -496978.468750 Penalty: 4117.678223
	Iteration 25Q: 3 clusters Score -496978.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -496980.906250 Penalty: 4117.678223
	Iteration 26Q: 3 clusters Score -496980.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -496981.031250 Penalty: 4117.678223
	Iteration 27Q: 3 clusters Score -496981 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -496981.843750 Penalty: 4117.678223
	Iteration 28Q: 3 clusters Score -496981.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -496982.562500 Penalty: 4117.678223
	Iteration 29Q: 3 clusters Score -496982.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -496984.750000 Penalty: 4117.678223
	Iteration 30Q: 3 clusters Score -496984.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -496984.843750 Penalty: 4117.678223
	Iteration 31Q: 3 clusters Score -496984.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -496984.843750 Penalty: 4117.678223
	Iteration 32F: 3 clusters Score -496984.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (6796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Entering Unmasked Estep 
Score: -848401.187500 Penalty: 2188.374023
	Iteration 0F: 2 clusters Score -848401.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -842694.312500 Penalty: 4376.748047
	Iteration 0F: 3 clusters Score -842694.3 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -844177.500000 Penalty: 4376.748047
	Iteration 1F: 3 clusters Score -844177.5 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -844478.437500 Penalty: 4376.748047
	Iteration 2F: 3 clusters Score -844478.4 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -844716.812500 Penalty: 4376.748047
	Iteration 3F: 3 clusters Score -844716.8 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -844873.687500 Penalty: 4376.748047
	Iteration 4Q: 3 clusters Score -844873.7 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -844998.500000 Penalty: 4376.748047
	Iteration 5Q: 3 clusters Score -844998.5 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -845120.187500 Penalty: 4376.748047
	Iteration 6Q: 3 clusters Score -845120.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -845247.562500 Penalty: 4376.748047
	Iteration 7Q: 3 clusters Score -845247.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -845371.500000 Penalty: 4376.748047
	Iteration 8Q: 3 clusters Score -845371.5 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -845475.750000 Penalty: 4376.748047
	Iteration 9Q: 3 clusters Score -845475.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -845569.437500 Penalty: 4376.748047
	Iteration 10Q: 3 clusters Score -845569.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -845659.312500 Penalty: 4376.748047
	Iteration 11Q: 3 clusters Score -845659.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -845742.062500 Penalty: 4376.748047
	Iteration 12Q: 3 clusters Score -845742.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -845826.187500 Penalty: 4376.748047
	Iteration 13Q: 3 clusters Score -845826.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -845912.562500 Penalty: 4376.748047
	Iteration 14Q: 3 clusters Score -845912.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -845988.750000 Penalty: 4376.748047
	Iteration 15Q: 3 clusters Score -845988.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -846048.375000 Penalty: 4376.748047
	Iteration 16Q: 3 clusters Score -846048.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -846092.562500 Penalty: 4376.748047
	Iteration 17Q: 3 clusters Score -846092.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -846130.125000 Penalty: 4376.748047
	Iteration 18Q: 3 clusters Score -846130.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -846160.437500 Penalty: 4376.748047
	Iteration 19Q: 3 clusters Score -846160.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -846192.375000 Penalty: 4376.748047
	Iteration 20F: 3 clusters Score -846192.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -846222.625000 Penalty: 4376.748047
	Iteration 21Q: 3 clusters Score -846222.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -846245.312500 Penalty: 4376.748047
	Iteration 22Q: 3 clusters Score -846245.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -846259.437500 Penalty: 4376.748047
	Iteration 23Q: 3 clusters Score -846259.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -846275.875000 Penalty: 4376.748047
	Iteration 24Q: 3 clusters Score -846275.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -846292.500000 Penalty: 4376.748047
	Iteration 25Q: 3 clusters Score -846292.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -846306.000000 Penalty: 4376.748047
	Iteration 26Q: 3 clusters Score -846306 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -846324.312500 Penalty: 4376.748047
	Iteration 27Q: 3 clusters Score -846324.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -846339.875000 Penalty: 4376.748047
	Iteration 28Q: 3 clusters Score -846339.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -846349.062500 Penalty: 4376.748047
	Iteration 29Q: 3 clusters Score -846349.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -846364.125000 Penalty: 4376.748047
	Iteration 30Q: 3 clusters Score -846364.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -846373.312500 Penalty: 4376.748047
	Iteration 31Q: 3 clusters Score -846373.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -846391.000000 Penalty: 4376.748047
	Iteration 32Q: 3 clusters Score -846391 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -846402.187500 Penalty: 4376.748047
	Iteration 33Q: 3 clusters Score -846402.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -846415.312500 Penalty: 4376.748047
	Iteration 34Q: 3 clusters Score -846415.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -846425.750000 Penalty: 4376.748047
	Iteration 35Q: 3 clusters Score -846425.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -846436.125000 Penalty: 4376.748047
	Iteration 36Q: 3 clusters Score -846436.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -846444.125000 Penalty: 4376.748047
	Iteration 37Q: 3 clusters Score -846444.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -846450.500000 Penalty: 4376.748047
	Iteration 38Q: 3 clusters Score -846450.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -846458.312500 Penalty: 4376.748047
	Iteration 39Q: 3 clusters Score -846458.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -846467.562500 Penalty: 4376.748047
	Iteration 40F: 3 clusters Score -846467.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -846477.125000 Penalty: 4376.748047
	Iteration 41Q: 3 clusters Score -846477.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -846482.937500 Penalty: 4376.748047
	Iteration 42Q: 3 clusters Score -846482.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -846491.312500 Penalty: 4376.748047
	Iteration 43Q: 3 clusters Score -846491.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -846497.562500 Penalty: 4376.748047
	Iteration 44Q: 3 clusters Score -846497.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -846502.375000 Penalty: 4376.748047
	Iteration 45Q: 3 clusters Score -846502.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -846505.875000 Penalty: 4376.748047
	Iteration 46Q: 3 clusters Score -846505.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -846505.875000 Penalty: 4376.748047
	Iteration 47F: 3 clusters Score -846505.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (178708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178708 members 
Entering Unmasked Estep 
Score: -22952174.000000 Penalty: 2999.190186
	Iteration 0F: 2 clusters Score -2.295217e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89610 members 
Mstep: Class 2 contains 89098 members 
Entering Unmasked Estep 
Score: -22832800.000000 Penalty: 5998.380371
	Iteration 0F: 3 clusters Score -2.28328e+07 nChanged 85799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93615 members 
Mstep: Class 2 contains 85093 members 
Entering Unmasked Estep 
Score: -22882494.000000 Penalty: 5998.380371
	Iteration 1F: 3 clusters Score -2.288249e+07 nChanged 5002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96079 members 
Mstep: Class 2 contains 82629 members 
Entering Unmasked Estep 
Score: -22883518.000000 Penalty: 5998.380371
	Iteration 2Q: 3 clusters Score -2.288352e+07 nChanged 5634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99785 members 
Mstep: Class 2 contains 78923 members 
Entering Unmasked Estep 
Score: -22885314.000000 Penalty: 5998.380371
	Iteration 3Q: 3 clusters Score -2.288531e+07 nChanged 6820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105345 members 
Mstep: Class 2 contains 73363 members 
Entering Unmasked Estep 
Score: -22887930.000000 Penalty: 5998.380371
	Iteration 4Q: 3 clusters Score -2.288793e+07 nChanged 8899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113608 members 
Mstep: Class 2 contains 65100 members 
Entering Unmasked Estep 
Score: -22892640.000000 Penalty: 5998.380371
	Iteration 5Q: 3 clusters Score -2.289264e+07 nChanged 11968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125304 members 
Mstep: Class 2 contains 53404 members 
Entering Unmasked Estep 
Score: -22900804.000000 Penalty: 5998.380371
	Iteration 6F: 3 clusters Score -2.29008e+07 nChanged 14817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140033 members 
Mstep: Class 2 contains 38675 members 
Entering Unmasked Estep 
Score: -22913152.000000 Penalty: 5998.380371
	Iteration 7F: 3 clusters Score -2.291315e+07 nChanged 15249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155258 members 
Mstep: Class 2 contains 23450 members 
Entering Unmasked Estep 
Score: -22927702.000000 Penalty: 5998.380371
	Iteration 8F: 3 clusters Score -2.29277e+07 nChanged 11875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167125 members 
Mstep: Class 2 contains 11583 members 
Entering Unmasked Estep 
Score: -22939216.000000 Penalty: 5998.380371
	Iteration 9F: 3 clusters Score -2.293922e+07 nChanged 6791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173912 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -22945658.000000 Penalty: 5998.380371
	Iteration 10Q: 3 clusters Score -2.294566e+07 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176782 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -22947922.000000 Penalty: 5998.380371
	Iteration 11Q: 3 clusters Score -2.294792e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177817 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -22948824.000000 Penalty: 5998.380371
	Iteration 12Q: 3 clusters Score -2.294882e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178147 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -22949158.000000 Penalty: 5998.380371
	Iteration 13Q: 3 clusters Score -2.294916e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178270 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -22949264.000000 Penalty: 5998.380371
	Iteration 14Q: 3 clusters Score -2.294926e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178321 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -22949344.000000 Penalty: 5998.380371
	Iteration 15Q: 3 clusters Score -2.294934e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178350 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -22949374.000000 Penalty: 5998.380371
	Iteration 16Q: 3 clusters Score -2.294937e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178364 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -22949430.000000 Penalty: 5998.380371
	Iteration 17Q: 3 clusters Score -2.294943e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178372 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -22949442.000000 Penalty: 5998.380371
	Iteration 18Q: 3 clusters Score -2.294944e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178377 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -22949462.000000 Penalty: 5998.380371
	Iteration 19Q: 3 clusters Score -2.294946e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178379 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -22949464.000000 Penalty: 5998.380371
	Iteration 20F: 3 clusters Score -2.294946e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178382 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -22949484.000000 Penalty: 5998.380371
	Iteration 21Q: 3 clusters Score -2.294948e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178383 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -22949478.000000 Penalty: 5998.380371
	Iteration 22Q: 3 clusters Score -2.294948e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178388 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -22949502.000000 Penalty: 5998.380371
	Iteration 23Q: 3 clusters Score -2.29495e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178392 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -22949480.000000 Penalty: 5998.380371
	Iteration 24Q: 3 clusters Score -2.294948e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178394 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -22949490.000000 Penalty: 5998.380371
	Iteration 25Q: 3 clusters Score -2.294949e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178394 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -22949486.000000 Penalty: 5998.380371
	Iteration 26Q: 3 clusters Score -2.294949e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178394 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -22949486.000000 Penalty: 5998.380371
	Iteration 27F: 3 clusters Score -2.294949e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (216582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216582 members 
Entering Unmasked Estep 
Score: -27971118.000000 Penalty: 3046.859619
	Iteration 0F: 2 clusters Score -2.797112e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108446 members 
Mstep: Class 2 contains 108136 members 
Entering Unmasked Estep 
Score: -27839546.000000 Penalty: 6093.719238
	Iteration 0F: 3 clusters Score -2.783955e+07 nChanged 104247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114067 members 
Mstep: Class 2 contains 102515 members 
Entering Unmasked Estep 
Score: -27900630.000000 Penalty: 6093.719238
	Iteration 1F: 3 clusters Score -2.790063e+07 nChanged 5870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117265 members 
Mstep: Class 2 contains 99317 members 
Entering Unmasked Estep 
Score: -27901724.000000 Penalty: 6093.719238
	Iteration 2Q: 3 clusters Score -2.790172e+07 nChanged 6926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121943 members 
Mstep: Class 2 contains 94639 members 
Entering Unmasked Estep 
Score: -27903636.000000 Penalty: 6093.719238
	Iteration 3Q: 3 clusters Score -2.790364e+07 nChanged 8814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128803 members 
Mstep: Class 2 contains 87779 members 
Entering Unmasked Estep 
Score: -27906756.000000 Penalty: 6093.719238
	Iteration 4Q: 3 clusters Score -2.790676e+07 nChanged 11407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138542 members 
Mstep: Class 2 contains 78040 members 
Entering Unmasked Estep 
Score: -27911992.000000 Penalty: 6093.719238
	Iteration 5F: 3 clusters Score -2.791199e+07 nChanged 14354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151668 members 
Mstep: Class 2 contains 64914 members 
Entering Unmasked Estep 
Score: -27920662.000000 Penalty: 6093.719238
	Iteration 6F: 3 clusters Score -2.792066e+07 nChanged 17070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168030 members 
Mstep: Class 2 contains 48552 members 
Entering Unmasked Estep 
Score: -27934064.000000 Penalty: 6093.719238
	Iteration 7F: 3 clusters Score -2.793406e+07 nChanged 17442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185234 members 
Mstep: Class 2 contains 31348 members 
Entering Unmasked Estep 
Score: -27950152.000000 Penalty: 6093.719238
	Iteration 8F: 3 clusters Score -2.795015e+07 nChanged 15006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200188 members 
Mstep: Class 2 contains 16394 members 
Entering Unmasked Estep 
Score: -27960766.000000 Penalty: 6093.719238
	Iteration 9F: 3 clusters Score -2.796077e+07 nChanged 9243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209427 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -27965400.000000 Penalty: 6093.719238
	Iteration 10Q: 3 clusters Score -2.79654e+07 nChanged 4010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213437 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -27967384.000000 Penalty: 6093.719238
	Iteration 11Q: 3 clusters Score -2.796738e+07 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214877 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -27968298.000000 Penalty: 6093.719238
	Iteration 12Q: 3 clusters Score -2.79683e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215351 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -27968718.000000 Penalty: 6093.719238
	Iteration 13Q: 3 clusters Score -2.796872e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215485 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -27969044.000000 Penalty: 6093.719238
	Iteration 14Q: 3 clusters Score -2.796904e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215526 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -27969200.000000 Penalty: 6093.719238
	Iteration 15Q: 3 clusters Score -2.79692e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215546 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -27969248.000000 Penalty: 6093.719238
	Iteration 16Q: 3 clusters Score -2.796925e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215561 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -27969272.000000 Penalty: 6093.719238
	Iteration 17Q: 3 clusters Score -2.796927e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215568 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -27969292.000000 Penalty: 6093.719238
	Iteration 18Q: 3 clusters Score -2.796929e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215574 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -27969296.000000 Penalty: 6093.719238
	Iteration 19Q: 3 clusters Score -2.79693e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215573 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -27969334.000000 Penalty: 6093.719238
	Iteration 20F: 3 clusters Score -2.796933e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215577 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -27969328.000000 Penalty: 6093.719238
	Iteration 21Q: 3 clusters Score -2.796933e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215576 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -27969358.000000 Penalty: 6093.719238
	Iteration 22Q: 3 clusters Score -2.796936e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215586 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -27969382.000000 Penalty: 6093.719238
	Iteration 23Q: 3 clusters Score -2.796938e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215590 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -27969396.000000 Penalty: 6093.719238
	Iteration 24Q: 3 clusters Score -2.79694e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215589 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -27969400.000000 Penalty: 6093.719238
	Iteration 25Q: 3 clusters Score -2.79694e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215584 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -27969422.000000 Penalty: 6093.719238
	Iteration 26Q: 3 clusters Score -2.796942e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215588 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -27969438.000000 Penalty: 6093.719238
	Iteration 27Q: 3 clusters Score -2.796944e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215584 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -27969428.000000 Penalty: 6093.719238
	Iteration 28Q: 3 clusters Score -2.796943e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215583 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -27969452.000000 Penalty: 6093.719238
	Iteration 29Q: 3 clusters Score -2.796945e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215581 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -27969442.000000 Penalty: 6093.719238
	Iteration 30Q: 3 clusters Score -2.796944e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215580 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -27969436.000000 Penalty: 6093.719238
	Iteration 31Q: 3 clusters Score -2.796944e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215580 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -27969436.000000 Penalty: 6093.719238
	Iteration 32F: 3 clusters Score -2.796944e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (11687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11687 members 
Entering Unmasked Estep 
Score: -1459970.375000 Penalty: 2322.825439
	Iteration 0F: 2 clusters Score -1459970 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -1451306.750000 Penalty: 4645.650879
	Iteration 0F: 3 clusters Score -1451307 nChanged 4883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -1453914.875000 Penalty: 4645.650879
	Iteration 1F: 3 clusters Score -1453915 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -1454228.750000 Penalty: 4645.650879
	Iteration 2F: 3 clusters Score -1454229 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -1454467.250000 Penalty: 4645.650879
	Iteration 3Q: 3 clusters Score -1454467 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -1454684.750000 Penalty: 4645.650879
	Iteration 4Q: 3 clusters Score -1454685 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -1454859.500000 Penalty: 4645.650879
	Iteration 5Q: 3 clusters Score -1454860 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -1455055.625000 Penalty: 4645.650879
	Iteration 6Q: 3 clusters Score -1455056 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -1455262.000000 Penalty: 4645.650879
	Iteration 7Q: 3 clusters Score -1455262 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -1455474.250000 Penalty: 4645.650879
	Iteration 8Q: 3 clusters Score -1455474 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -1455686.375000 Penalty: 4645.650879
	Iteration 9Q: 3 clusters Score -1455686 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -1455927.250000 Penalty: 4645.650879
	Iteration 10Q: 3 clusters Score -1455927 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -1456211.625000 Penalty: 4645.650879
	Iteration 11Q: 3 clusters Score -1456212 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -1456512.875000 Penalty: 4645.650879
	Iteration 12Q: 3 clusters Score -1456513 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -1456796.625000 Penalty: 4645.650879
	Iteration 13Q: 3 clusters Score -1456797 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -1457033.375000 Penalty: 4645.650879
	Iteration 14Q: 3 clusters Score -1457033 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -1457212.875000 Penalty: 4645.650879
	Iteration 15Q: 3 clusters Score -1457213 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -1457320.625000 Penalty: 4645.650879
	Iteration 16Q: 3 clusters Score -1457321 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -1457391.125000 Penalty: 4645.650879
	Iteration 17Q: 3 clusters Score -1457391 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -1457451.250000 Penalty: 4645.650879
	Iteration 18Q: 3 clusters Score -1457451 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -1457482.500000 Penalty: 4645.650879
	Iteration 19Q: 3 clusters Score -1457482 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -1457512.625000 Penalty: 4645.650879
	Iteration 20F: 3 clusters Score -1457513 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -1457539.500000 Penalty: 4645.650879
	Iteration 21Q: 3 clusters Score -1457540 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -1457559.500000 Penalty: 4645.650879
	Iteration 22Q: 3 clusters Score -1457560 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -1457574.250000 Penalty: 4645.650879
	Iteration 23Q: 3 clusters Score -1457574 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -1457588.875000 Penalty: 4645.650879
	Iteration 24Q: 3 clusters Score -1457589 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -1457596.750000 Penalty: 4645.650879
	Iteration 25Q: 3 clusters Score -1457597 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -1457601.000000 Penalty: 4645.650879
	Iteration 26Q: 3 clusters Score -1457601 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -1457607.750000 Penalty: 4645.650879
	Iteration 27Q: 3 clusters Score -1457608 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -1457612.875000 Penalty: 4645.650879
	Iteration 28Q: 3 clusters Score -1457613 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -1457613.250000 Penalty: 4645.650879
	Iteration 29Q: 3 clusters Score -1457613 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -1457615.875000 Penalty: 4645.650879
	Iteration 30Q: 3 clusters Score -1457616 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -1457619.875000 Penalty: 4645.650879
	Iteration 31Q: 3 clusters Score -1457620 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -1457618.875000 Penalty: 4645.650879
	Iteration 32Q: 3 clusters Score -1457619 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -1457618.500000 Penalty: 4645.650879
	Iteration 33Q: 3 clusters Score -1457618 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -1457623.750000 Penalty: 4645.650879
	Iteration 34Q: 3 clusters Score -1457624 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -1457622.750000 Penalty: 4645.650879
	Iteration 35Q: 3 clusters Score -1457623 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -1457626.375000 Penalty: 4645.650879
	Iteration 36Q: 3 clusters Score -1457626 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -1457635.875000 Penalty: 4645.650879
	Iteration 37Q: 3 clusters Score -1457636 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -1457635.875000 Penalty: 4645.650879
	Iteration 38Q: 3 clusters Score -1457636 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -1457632.250000 Penalty: 4645.650879
	Iteration 39Q: 3 clusters Score -1457632 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -1457642.125000 Penalty: 4645.650879
	Iteration 40F: 3 clusters Score -1457642 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -1457645.375000 Penalty: 4645.650879
	Iteration 41Q: 3 clusters Score -1457645 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -1457643.500000 Penalty: 4645.650879
	Iteration 42Q: 3 clusters Score -1457644 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -1457648.625000 Penalty: 4645.650879
	Iteration 43Q: 3 clusters Score -1457649 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -1457655.250000 Penalty: 4645.650879
	Iteration 44Q: 3 clusters Score -1457655 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -1457661.500000 Penalty: 4645.650879
	Iteration 45Q: 3 clusters Score -1457662 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -1457667.750000 Penalty: 4645.650879
	Iteration 46Q: 3 clusters Score -1457668 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -1457680.500000 Penalty: 4645.650879
	Iteration 47Q: 3 clusters Score -1457680 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -1457684.000000 Penalty: 4645.650879
	Iteration 48Q: 3 clusters Score -1457684 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -1457691.125000 Penalty: 4645.650879
	Iteration 49Q: 3 clusters Score -1457691 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -1457699.250000 Penalty: 4645.650879
	Iteration 50Q: 3 clusters Score -1457699 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -1457708.000000 Penalty: 4645.650879
	Iteration 51Q: 3 clusters Score -1457708 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -1457715.875000 Penalty: 4645.650879
	Iteration 52Q: 3 clusters Score -1457716 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -1457718.500000 Penalty: 4645.650879
	Iteration 53Q: 3 clusters Score -1457718 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -1457722.125000 Penalty: 4645.650879
	Iteration 54Q: 3 clusters Score -1457722 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -1457724.625000 Penalty: 4645.650879
	Iteration 55Q: 3 clusters Score -1457725 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -1457729.500000 Penalty: 4645.650879
	Iteration 56Q: 3 clusters Score -1457730 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -1457731.625000 Penalty: 4645.650879
	Iteration 57Q: 3 clusters Score -1457732 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -1457733.000000 Penalty: 4645.650879
	Iteration 58Q: 3 clusters Score -1457733 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -1457732.875000 Penalty: 4645.650879
	Iteration 59Q: 3 clusters Score -1457733 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -1457734.750000 Penalty: 4645.650879
	Iteration 60F: 3 clusters Score -1457735 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -1457735.375000 Penalty: 4645.650879
	Iteration 61Q: 3 clusters Score -1457735 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -1457737.000000 Penalty: 4645.650879
	Iteration 62Q: 3 clusters Score -1457737 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -1457736.125000 Penalty: 4645.650879
	Iteration 63Q: 3 clusters Score -1457736 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -1457735.250000 Penalty: 4645.650879
	Iteration 64Q: 3 clusters Score -1457735 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -1457739.375000 Penalty: 4645.650879
	Iteration 65Q: 3 clusters Score -1457739 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -1457743.000000 Penalty: 4645.650879
	Iteration 66Q: 3 clusters Score -1457743 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -1457743.625000 Penalty: 4645.650879
	Iteration 67Q: 3 clusters Score -1457744 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -1457743.625000 Penalty: 4645.650879
	Iteration 68F: 3 clusters Score -1457744 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (29533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29533 members 
Entering Unmasked Estep 
Score: -3749525.500000 Penalty: 2552.729248
	Iteration 0F: 2 clusters Score -3749526 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14761 members 
Mstep: Class 2 contains 14772 members 
Entering Unmasked Estep 
Score: -3729348.500000 Penalty: 5105.458496
	Iteration 0F: 3 clusters Score -3729348 nChanged 13309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14486 members 
Mstep: Class 2 contains 15047 members 
Entering Unmasked Estep 
Score: -3736496.500000 Penalty: 5105.458496
	Iteration 1F: 3 clusters Score -3736496 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14419 members 
Mstep: Class 2 contains 15114 members 
Entering Unmasked Estep 
Score: -3737002.000000 Penalty: 5105.458496
	Iteration 2Q: 3 clusters Score -3737002 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14416 members 
Mstep: Class 2 contains 15117 members 
Entering Unmasked Estep 
Score: -3737511.000000 Penalty: 5105.458496
	Iteration 3Q: 3 clusters Score -3737511 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14399 members 
Mstep: Class 2 contains 15134 members 
Entering Unmasked Estep 
Score: -3738170.000000 Penalty: 5105.458496
	Iteration 4Q: 3 clusters Score -3738170 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14348 members 
Mstep: Class 2 contains 15185 members 
Entering Unmasked Estep 
Score: -3738976.250000 Penalty: 5105.458496
	Iteration 5Q: 3 clusters Score -3738976 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14298 members 
Mstep: Class 2 contains 15235 members 
Entering Unmasked Estep 
Score: -3739906.250000 Penalty: 5105.458496
	Iteration 6F: 3 clusters Score -3739906 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14241 members 
Mstep: Class 2 contains 15292 members 
Entering Unmasked Estep 
Score: -3740882.000000 Penalty: 5105.458496
	Iteration 7F: 3 clusters Score -3740882 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14225 members 
Mstep: Class 2 contains 15308 members 
Entering Unmasked Estep 
Score: -3741781.750000 Penalty: 5105.458496
	Iteration 8F: 3 clusters Score -3741782 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14235 members 
Mstep: Class 2 contains 15298 members 
Entering Unmasked Estep 
Score: -3742581.250000 Penalty: 5105.458496
	Iteration 9Q: 3 clusters Score -3742581 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14267 members 
Mstep: Class 2 contains 15266 members 
Entering Unmasked Estep 
Score: -3743236.750000 Penalty: 5105.458496
	Iteration 10Q: 3 clusters Score -3743237 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14314 members 
Mstep: Class 2 contains 15219 members 
Entering Unmasked Estep 
Score: -3743725.250000 Penalty: 5105.458496
	Iteration 11Q: 3 clusters Score -3743725 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14379 members 
Mstep: Class 2 contains 15154 members 
Entering Unmasked Estep 
Score: -3744068.750000 Penalty: 5105.458496
	Iteration 12Q: 3 clusters Score -3744069 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14450 members 
Mstep: Class 2 contains 15083 members 
Entering Unmasked Estep 
Score: -3744286.000000 Penalty: 5105.458496
	Iteration 13Q: 3 clusters Score -3744286 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14545 members 
Mstep: Class 2 contains 14988 members 
Entering Unmasked Estep 
Score: -3744419.000000 Penalty: 5105.458496
	Iteration 14Q: 3 clusters Score -3744419 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14662 members 
Mstep: Class 2 contains 14871 members 
Entering Unmasked Estep 
Score: -3744523.750000 Penalty: 5105.458496
	Iteration 15Q: 3 clusters Score -3744524 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14789 members 
Mstep: Class 2 contains 14744 members 
Entering Unmasked Estep 
Score: -3744584.500000 Penalty: 5105.458496
	Iteration 16Q: 3 clusters Score -3744584 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14893 members 
Mstep: Class 2 contains 14640 members 
Entering Unmasked Estep 
Score: -3744623.500000 Penalty: 5105.458496
	Iteration 17Q: 3 clusters Score -3744624 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14977 members 
Mstep: Class 2 contains 14556 members 
Entering Unmasked Estep 
Score: -3744669.500000 Penalty: 5105.458496
	Iteration 18Q: 3 clusters Score -3744670 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15066 members 
Mstep: Class 2 contains 14467 members 
Entering Unmasked Estep 
Score: -3744699.250000 Penalty: 5105.458496
	Iteration 19Q: 3 clusters Score -3744699 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15130 members 
Mstep: Class 2 contains 14403 members 
Entering Unmasked Estep 
Score: -3744719.000000 Penalty: 5105.458496
	Iteration 20F: 3 clusters Score -3744719 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15209 members 
Mstep: Class 2 contains 14324 members 
Entering Unmasked Estep 
Score: -3744743.500000 Penalty: 5105.458496
	Iteration 21Q: 3 clusters Score -3744744 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15283 members 
Mstep: Class 2 contains 14250 members 
Entering Unmasked Estep 
Score: -3744778.750000 Penalty: 5105.458496
	Iteration 22Q: 3 clusters Score -3744779 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15345 members 
Mstep: Class 2 contains 14188 members 
Entering Unmasked Estep 
Score: -3744788.500000 Penalty: 5105.458496
	Iteration 23Q: 3 clusters Score -3744788 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15404 members 
Mstep: Class 2 contains 14129 members 
Entering Unmasked Estep 
Score: -3744792.500000 Penalty: 5105.458496
	Iteration 24Q: 3 clusters Score -3744792 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15453 members 
Mstep: Class 2 contains 14080 members 
Entering Unmasked Estep 
Score: -3744822.000000 Penalty: 5105.458496
	Iteration 25Q: 3 clusters Score -3744822 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15502 members 
Mstep: Class 2 contains 14031 members 
Entering Unmasked Estep 
Score: -3744836.500000 Penalty: 5105.458496
	Iteration 26Q: 3 clusters Score -3744836 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15554 members 
Mstep: Class 2 contains 13979 members 
Entering Unmasked Estep 
Score: -3744846.250000 Penalty: 5105.458496
	Iteration 27Q: 3 clusters Score -3744846 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15600 members 
Mstep: Class 2 contains 13933 members 
Entering Unmasked Estep 
Score: -3744847.750000 Penalty: 5105.458496
	Iteration 28Q: 3 clusters Score -3744848 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15664 members 
Mstep: Class 2 contains 13869 members 
Entering Unmasked Estep 
Score: -3744856.000000 Penalty: 5105.458496
	Iteration 29Q: 3 clusters Score -3744856 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15733 members 
Mstep: Class 2 contains 13800 members 
Entering Unmasked Estep 
Score: -3744882.500000 Penalty: 5105.458496
	Iteration 30Q: 3 clusters Score -3744882 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15805 members 
Mstep: Class 2 contains 13728 members 
Entering Unmasked Estep 
Score: -3744880.500000 Penalty: 5105.458496
	Iteration 31Q: 3 clusters Score -3744880 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15872 members 
Mstep: Class 2 contains 13661 members 
Entering Unmasked Estep 
Score: -3744887.500000 Penalty: 5105.458496
	Iteration 32Q: 3 clusters Score -3744888 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15928 members 
Mstep: Class 2 contains 13605 members 
Entering Unmasked Estep 
Score: -3744898.250000 Penalty: 5105.458496
	Iteration 33Q: 3 clusters Score -3744898 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16002 members 
Mstep: Class 2 contains 13531 members 
Entering Unmasked Estep 
Score: -3744913.500000 Penalty: 5105.458496
	Iteration 34Q: 3 clusters Score -3744914 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16077 members 
Mstep: Class 2 contains 13456 members 
Entering Unmasked Estep 
Score: -3744917.750000 Penalty: 5105.458496
	Iteration 35Q: 3 clusters Score -3744918 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16155 members 
Mstep: Class 2 contains 13378 members 
Entering Unmasked Estep 
Score: -3744935.750000 Penalty: 5105.458496
	Iteration 36Q: 3 clusters Score -3744936 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16223 members 
Mstep: Class 2 contains 13310 members 
Entering Unmasked Estep 
Score: -3744942.500000 Penalty: 5105.458496
	Iteration 37Q: 3 clusters Score -3744942 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16296 members 
Mstep: Class 2 contains 13237 members 
Entering Unmasked Estep 
Score: -3744948.250000 Penalty: 5105.458496
	Iteration 38Q: 3 clusters Score -3744948 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16356 members 
Mstep: Class 2 contains 13177 members 
Entering Unmasked Estep 
Score: -3744952.250000 Penalty: 5105.458496
	Iteration 39Q: 3 clusters Score -3744952 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16425 members 
Mstep: Class 2 contains 13108 members 
Entering Unmasked Estep 
Score: -3744965.750000 Penalty: 5105.458496
	Iteration 40F: 3 clusters Score -3744966 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16501 members 
Mstep: Class 2 contains 13032 members 
Entering Unmasked Estep 
Score: -3744989.500000 Penalty: 5105.458496
	Iteration 41Q: 3 clusters Score -3744990 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16588 members 
Mstep: Class 2 contains 12945 members 
Entering Unmasked Estep 
Score: -3745011.750000 Penalty: 5105.458496
	Iteration 42Q: 3 clusters Score -3745012 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16704 members 
Mstep: Class 2 contains 12829 members 
Entering Unmasked Estep 
Score: -3745027.000000 Penalty: 5105.458496
	Iteration 43Q: 3 clusters Score -3745027 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16828 members 
Mstep: Class 2 contains 12705 members 
Entering Unmasked Estep 
Score: -3745037.500000 Penalty: 5105.458496
	Iteration 44Q: 3 clusters Score -3745038 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16973 members 
Mstep: Class 2 contains 12560 members 
Entering Unmasked Estep 
Score: -3745081.500000 Penalty: 5105.458496
	Iteration 45Q: 3 clusters Score -3745082 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17120 members 
Mstep: Class 2 contains 12413 members 
Entering Unmasked Estep 
Score: -3745104.000000 Penalty: 5105.458496
	Iteration 46Q: 3 clusters Score -3745104 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17264 members 
Mstep: Class 2 contains 12269 members 
Entering Unmasked Estep 
Score: -3745127.000000 Penalty: 5105.458496
	Iteration 47Q: 3 clusters Score -3745127 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17422 members 
Mstep: Class 2 contains 12111 members 
Entering Unmasked Estep 
Score: -3745149.500000 Penalty: 5105.458496
	Iteration 48Q: 3 clusters Score -3745150 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17592 members 
Mstep: Class 2 contains 11941 members 
Entering Unmasked Estep 
Score: -3745180.750000 Penalty: 5105.458496
	Iteration 49Q: 3 clusters Score -3745181 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17772 members 
Mstep: Class 2 contains 11761 members 
Entering Unmasked Estep 
Score: -3745209.500000 Penalty: 5105.458496
	Iteration 50Q: 3 clusters Score -3745210 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17955 members 
Mstep: Class 2 contains 11578 members 
Entering Unmasked Estep 
Score: -3745260.500000 Penalty: 5105.458496
	Iteration 51Q: 3 clusters Score -3745260 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18159 members 
Mstep: Class 2 contains 11374 members 
Entering Unmasked Estep 
Score: -3745310.250000 Penalty: 5105.458496
	Iteration 52Q: 3 clusters Score -3745310 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18385 members 
Mstep: Class 2 contains 11148 members 
Entering Unmasked Estep 
Score: -3745368.750000 Penalty: 5105.458496
	Iteration 53Q: 3 clusters Score -3745369 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18626 members 
Mstep: Class 2 contains 10907 members 
Entering Unmasked Estep 
Score: -3745434.500000 Penalty: 5105.458496
	Iteration 54Q: 3 clusters Score -3745434 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18893 members 
Mstep: Class 2 contains 10640 members 
Entering Unmasked Estep 
Score: -3745500.250000 Penalty: 5105.458496
	Iteration 55Q: 3 clusters Score -3745500 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19188 members 
Mstep: Class 2 contains 10345 members 
Entering Unmasked Estep 
Score: -3745577.500000 Penalty: 5105.458496
	Iteration 56Q: 3 clusters Score -3745578 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19498 members 
Mstep: Class 2 contains 10035 members 
Entering Unmasked Estep 
Score: -3745666.250000 Penalty: 5105.458496
	Iteration 57Q: 3 clusters Score -3745666 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19827 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -3745790.500000 Penalty: 5105.458496
	Iteration 58Q: 3 clusters Score -3745790 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20182 members 
Mstep: Class 2 contains 9351 members 
Entering Unmasked Estep 
Score: -3745909.250000 Penalty: 5105.458496
	Iteration 59Q: 3 clusters Score -3745909 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20565 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -3746064.000000 Penalty: 5105.458496
	Iteration 60F: 3 clusters Score -3746064 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20950 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -3746226.500000 Penalty: 5105.458496
	Iteration 61Q: 3 clusters Score -3746226 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21345 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -3746402.000000 Penalty: 5105.458496
	Iteration 62Q: 3 clusters Score -3746402 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21727 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -3746612.000000 Penalty: 5105.458496
	Iteration 63Q: 3 clusters Score -3746612 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22137 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -3746815.750000 Penalty: 5105.458496
	Iteration 64Q: 3 clusters Score -3746816 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22523 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -3747046.500000 Penalty: 5105.458496
	Iteration 65Q: 3 clusters Score -3747046 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22896 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -3747251.750000 Penalty: 5105.458496
	Iteration 66Q: 3 clusters Score -3747252 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23236 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -3747427.000000 Penalty: 5105.458496
	Iteration 67Q: 3 clusters Score -3747427 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23542 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -3747595.750000 Penalty: 5105.458496
	Iteration 68Q: 3 clusters Score -3747596 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23817 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -3747723.250000 Penalty: 5105.458496
	Iteration 69Q: 3 clusters Score -3747723 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24050 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -3747823.500000 Penalty: 5105.458496
	Iteration 70Q: 3 clusters Score -3747824 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24250 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -3747905.500000 Penalty: 5105.458496
	Iteration 71Q: 3 clusters Score -3747906 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24416 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -3747964.250000 Penalty: 5105.458496
	Iteration 72Q: 3 clusters Score -3747964 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24556 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -3748010.000000 Penalty: 5105.458496
	Iteration 73Q: 3 clusters Score -3748010 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24677 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -3748054.000000 Penalty: 5105.458496
	Iteration 74Q: 3 clusters Score -3748054 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24782 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -3748081.250000 Penalty: 5105.458496
	Iteration 75Q: 3 clusters Score -3748081 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24870 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -3748091.500000 Penalty: 5105.458496
	Iteration 76Q: 3 clusters Score -3748092 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24961 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -3748104.000000 Penalty: 5105.458496
	Iteration 77Q: 3 clusters Score -3748104 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25043 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -3748111.250000 Penalty: 5105.458496
	Iteration 78Q: 3 clusters Score -3748111 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25124 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -3748124.750000 Penalty: 5105.458496
	Iteration 79Q: 3 clusters Score -3748125 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25204 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -3748150.000000 Penalty: 5105.458496
	Iteration 80F: 3 clusters Score -3748150 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25262 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -3748162.000000 Penalty: 5105.458496
	Iteration 81Q: 3 clusters Score -3748162 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25315 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -3748165.750000 Penalty: 5105.458496
	Iteration 82Q: 3 clusters Score -3748166 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25362 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -3748171.500000 Penalty: 5105.458496
	Iteration 83Q: 3 clusters Score -3748172 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25410 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -3748187.250000 Penalty: 5105.458496
	Iteration 84Q: 3 clusters Score -3748187 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25447 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -3748187.500000 Penalty: 5105.458496
	Iteration 85Q: 3 clusters Score -3748188 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25483 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -3748190.750000 Penalty: 5105.458496
	Iteration 86Q: 3 clusters Score -3748191 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25515 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -3748196.750000 Penalty: 5105.458496
	Iteration 87Q: 3 clusters Score -3748197 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25538 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -3748196.000000 Penalty: 5105.458496
	Iteration 88Q: 3 clusters Score -3748196 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25559 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -3748196.000000 Penalty: 5105.458496
	Iteration 89Q: 3 clusters Score -3748196 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25573 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -3748196.500000 Penalty: 5105.458496
	Iteration 90Q: 3 clusters Score -3748196 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25586 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -3748195.250000 Penalty: 5105.458496
	Iteration 91Q: 3 clusters Score -3748195 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25602 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -3748197.750000 Penalty: 5105.458496
	Iteration 92Q: 3 clusters Score -3748198 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25617 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -3748203.500000 Penalty: 5105.458496
	Iteration 93Q: 3 clusters Score -3748204 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25622 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -3748210.250000 Penalty: 5105.458496
	Iteration 94Q: 3 clusters Score -3748210 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25626 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -3748212.000000 Penalty: 5105.458496
	Iteration 95Q: 3 clusters Score -3748212 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25634 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -3748212.250000 Penalty: 5105.458496
	Iteration 96Q: 3 clusters Score -3748212 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25639 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -3748208.000000 Penalty: 5105.458496
	Iteration 97Q: 3 clusters Score -3748208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25642 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -3748207.500000 Penalty: 5105.458496
	Iteration 98Q: 3 clusters Score -3748208 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25647 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -3748208.500000 Penalty: 5105.458496
	Iteration 99Q: 3 clusters Score -3748208 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25655 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -3748207.750000 Penalty: 5105.458496
	Iteration 100F: 3 clusters Score -3748208 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25662 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -3748205.500000 Penalty: 5105.458496
	Iteration 101Q: 3 clusters Score -3748206 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25668 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -3748210.000000 Penalty: 5105.458496
	Iteration 102Q: 3 clusters Score -3748210 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25673 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -3748208.250000 Penalty: 5105.458496
	Iteration 103Q: 3 clusters Score -3748208 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25680 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -3748210.500000 Penalty: 5105.458496
	Iteration 104Q: 3 clusters Score -3748210 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25691 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -3748202.000000 Penalty: 5105.458496
	Iteration 105Q: 3 clusters Score -3748202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25694 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -3748204.750000 Penalty: 5105.458496
	Iteration 106Q: 3 clusters Score -3748205 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25694 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -3748204.750000 Penalty: 5105.458496
	Iteration 107F: 3 clusters Score -3748205 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Entering Unmasked Estep 
Score: -29755.687500 Penalty: 1442.643555
	Iteration 0F: 2 clusters Score -29755.69 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 186 members 
Entering Unmasked Estep 
Score: -28579.962891 Penalty: 2885.287109
	Iteration 0F: 3 clusters Score -28579.96 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -28919.763672 Penalty: 2885.287109
	Iteration 1F: 3 clusters Score -28919.76 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -29065.294922 Penalty: 2885.287109
	Iteration 2F: 3 clusters Score -29065.29 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -29138.943359 Penalty: 2885.287109
	Iteration 3F: 3 clusters Score -29138.94 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -29174.402344 Penalty: 2885.287109
	Iteration 4Q: 3 clusters Score -29174.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -29192.748047 Penalty: 2885.287109
	Iteration 5Q: 3 clusters Score -29192.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -29203.574219 Penalty: 2885.287109
	Iteration 6Q: 3 clusters Score -29203.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -29241.798828 Penalty: 2885.287109
	Iteration 7Q: 3 clusters Score -29241.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -29267.365234 Penalty: 2885.287109
	Iteration 8Q: 3 clusters Score -29267.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -29273.359375 Penalty: 2885.287109
	Iteration 9Q: 3 clusters Score -29273.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -29273.359375 Penalty: 2885.287109
	Iteration 10F: 3 clusters Score -29273.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Entering Unmasked Estep 
Score: -529852.250000 Penalty: 2067.840332
	Iteration 0F: 2 clusters Score -529852.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -525863.312500 Penalty: 4135.680664
	Iteration 0F: 3 clusters Score -525863.3 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -526820.437500 Penalty: 4135.680664
	Iteration 1F: 3 clusters Score -526820.4 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -527016.687500 Penalty: 4135.680664
	Iteration 2F: 3 clusters Score -527016.7 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -527152.062500 Penalty: 4135.680664
	Iteration 3F: 3 clusters Score -527152.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -527246.062500 Penalty: 4135.680664
	Iteration 4Q: 3 clusters Score -527246.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -527326.625000 Penalty: 4135.680664
	Iteration 5Q: 3 clusters Score -527326.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -527386.875000 Penalty: 4135.680664
	Iteration 6Q: 3 clusters Score -527386.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -527444.875000 Penalty: 4135.680664
	Iteration 7Q: 3 clusters Score -527444.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -527499.812500 Penalty: 4135.680664
	Iteration 8Q: 3 clusters Score -527499.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -527554.250000 Penalty: 4135.680664
	Iteration 9Q: 3 clusters Score -527554.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -527597.812500 Penalty: 4135.680664
	Iteration 10Q: 3 clusters Score -527597.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -527640.000000 Penalty: 4135.680664
	Iteration 11Q: 3 clusters Score -527640 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -527676.312500 Penalty: 4135.680664
	Iteration 12Q: 3 clusters Score -527676.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -527710.875000 Penalty: 4135.680664
	Iteration 13Q: 3 clusters Score -527710.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -527741.375000 Penalty: 4135.680664
	Iteration 14Q: 3 clusters Score -527741.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -527766.062500 Penalty: 4135.680664
	Iteration 15Q: 3 clusters Score -527766.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -527787.187500 Penalty: 4135.680664
	Iteration 16Q: 3 clusters Score -527787.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -527808.937500 Penalty: 4135.680664
	Iteration 17Q: 3 clusters Score -527808.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -527826.250000 Penalty: 4135.680664
	Iteration 18Q: 3 clusters Score -527826.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -527847.625000 Penalty: 4135.680664
	Iteration 19Q: 3 clusters Score -527847.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -527865.000000 Penalty: 4135.680664
	Iteration 20F: 3 clusters Score -527865 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -527882.437500 Penalty: 4135.680664
	Iteration 21Q: 3 clusters Score -527882.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -527903.687500 Penalty: 4135.680664
	Iteration 22Q: 3 clusters Score -527903.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -527924.562500 Penalty: 4135.680664
	Iteration 23Q: 3 clusters Score -527924.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -527940.125000 Penalty: 4135.680664
	Iteration 24Q: 3 clusters Score -527940.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -527963.500000 Penalty: 4135.680664
	Iteration 25Q: 3 clusters Score -527963.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -527982.375000 Penalty: 4135.680664
	Iteration 26Q: 3 clusters Score -527982.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -527994.187500 Penalty: 4135.680664
	Iteration 27Q: 3 clusters Score -527994.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -528009.062500 Penalty: 4135.680664
	Iteration 28Q: 3 clusters Score -528009.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -528016.375000 Penalty: 4135.680664
	Iteration 29Q: 3 clusters Score -528016.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -528023.750000 Penalty: 4135.680664
	Iteration 30Q: 3 clusters Score -528023.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -528027.937500 Penalty: 4135.680664
	Iteration 31Q: 3 clusters Score -528027.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -528036.000000 Penalty: 4135.680664
	Iteration 32Q: 3 clusters Score -528036 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -528043.312500 Penalty: 4135.680664
	Iteration 33Q: 3 clusters Score -528043.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -528051.562500 Penalty: 4135.680664
	Iteration 34Q: 3 clusters Score -528051.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -528056.937500 Penalty: 4135.680664
	Iteration 35Q: 3 clusters Score -528056.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -528064.062500 Penalty: 4135.680664
	Iteration 36Q: 3 clusters Score -528064.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -528070.125000 Penalty: 4135.680664
	Iteration 37Q: 3 clusters Score -528070.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -528077.562500 Penalty: 4135.680664
	Iteration 38Q: 3 clusters Score -528077.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -528081.187500 Penalty: 4135.680664
	Iteration 39Q: 3 clusters Score -528081.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -528082.437500 Penalty: 4135.680664
	Iteration 40F: 3 clusters Score -528082.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -528084.875000 Penalty: 4135.680664
	Iteration 41Q: 3 clusters Score -528084.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -528085.562500 Penalty: 4135.680664
	Iteration 42Q: 3 clusters Score -528085.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -528085.562500 Penalty: 4135.680664
	Iteration 43F: 3 clusters Score -528085.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (21804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21804 members 
Entering Unmasked Estep 
Score: -2791518.000000 Penalty: 2477.482666
	Iteration 0F: 2 clusters Score -2791518 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10786 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -2776366.250000 Penalty: 4954.965332
	Iteration 0F: 3 clusters Score -2776366 nChanged 9590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10086 members 
Mstep: Class 2 contains 11718 members 
Entering Unmasked Estep 
Score: -2781531.750000 Penalty: 4954.965332
	Iteration 1F: 3 clusters Score -2781532 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9686 members 
Mstep: Class 2 contains 12118 members 
Entering Unmasked Estep 
Score: -2781992.000000 Penalty: 4954.965332
	Iteration 2F: 3 clusters Score -2781992 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 12611 members 
Entering Unmasked Estep 
Score: -2782402.750000 Penalty: 4954.965332
	Iteration 3Q: 3 clusters Score -2782403 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 13264 members 
Entering Unmasked Estep 
Score: -2782845.750000 Penalty: 4954.965332
	Iteration 4Q: 3 clusters Score -2782846 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 14123 members 
Entering Unmasked Estep 
Score: -2783393.000000 Penalty: 4954.965332
	Iteration 5Q: 3 clusters Score -2783393 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 15184 members 
Entering Unmasked Estep 
Score: -2784104.000000 Penalty: 4954.965332
	Iteration 6F: 3 clusters Score -2784104 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 16449 members 
Entering Unmasked Estep 
Score: -2785084.250000 Penalty: 4954.965332
	Iteration 7F: 3 clusters Score -2785084 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 17791 members 
Entering Unmasked Estep 
Score: -2786245.750000 Penalty: 4954.965332
	Iteration 8F: 3 clusters Score -2786246 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 19031 members 
Entering Unmasked Estep 
Score: -2787454.250000 Penalty: 4954.965332
	Iteration 9F: 3 clusters Score -2787454 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 19922 members 
Entering Unmasked Estep 
Score: -2788453.250000 Penalty: 4954.965332
	Iteration 10Q: 3 clusters Score -2788453 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 20378 members 
Entering Unmasked Estep 
Score: -2789132.250000 Penalty: 4954.965332
	Iteration 11Q: 3 clusters Score -2789132 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 20553 members 
Entering Unmasked Estep 
Score: -2789553.250000 Penalty: 4954.965332
	Iteration 12Q: 3 clusters Score -2789553 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 20584 members 
Entering Unmasked Estep 
Score: -2789803.250000 Penalty: 4954.965332
	Iteration 13Q: 3 clusters Score -2789803 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 20552 members 
Entering Unmasked Estep 
Score: -2789992.250000 Penalty: 4954.965332
	Iteration 14Q: 3 clusters Score -2789992 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 20507 members 
Entering Unmasked Estep 
Score: -2790148.750000 Penalty: 4954.965332
	Iteration 15Q: 3 clusters Score -2790149 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 20454 members 
Entering Unmasked Estep 
Score: -2790273.000000 Penalty: 4954.965332
	Iteration 16Q: 3 clusters Score -2790273 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 20400 members 
Entering Unmasked Estep 
Score: -2790344.500000 Penalty: 4954.965332
	Iteration 17Q: 3 clusters Score -2790344 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 20355 members 
Entering Unmasked Estep 
Score: -2790409.250000 Penalty: 4954.965332
	Iteration 18Q: 3 clusters Score -2790409 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 20306 members 
Entering Unmasked Estep 
Score: -2790453.500000 Penalty: 4954.965332
	Iteration 19Q: 3 clusters Score -2790454 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 20255 members 
Entering Unmasked Estep 
Score: -2790511.750000 Penalty: 4954.965332
	Iteration 20F: 3 clusters Score -2790512 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 20197 members 
Entering Unmasked Estep 
Score: -2790552.250000 Penalty: 4954.965332
	Iteration 21Q: 3 clusters Score -2790552 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 20129 members 
Entering Unmasked Estep 
Score: -2790582.500000 Penalty: 4954.965332
	Iteration 22Q: 3 clusters Score -2790582 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 20090 members 
Entering Unmasked Estep 
Score: -2790604.000000 Penalty: 4954.965332
	Iteration 23Q: 3 clusters Score -2790604 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 20052 members 
Entering Unmasked Estep 
Score: -2790638.000000 Penalty: 4954.965332
	Iteration 24Q: 3 clusters Score -2790638 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 20026 members 
Entering Unmasked Estep 
Score: -2790653.000000 Penalty: 4954.965332
	Iteration 25Q: 3 clusters Score -2790653 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 20009 members 
Entering Unmasked Estep 
Score: -2790653.500000 Penalty: 4954.965332
	Iteration 26Q: 3 clusters Score -2790654 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 19995 members 
Entering Unmasked Estep 
Score: -2790667.750000 Penalty: 4954.965332
	Iteration 27Q: 3 clusters Score -2790668 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 19983 members 
Entering Unmasked Estep 
Score: -2790674.500000 Penalty: 4954.965332
	Iteration 28Q: 3 clusters Score -2790674 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 19972 members 
Entering Unmasked Estep 
Score: -2790680.750000 Penalty: 4954.965332
	Iteration 29Q: 3 clusters Score -2790681 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 19958 members 
Entering Unmasked Estep 
Score: -2790683.250000 Penalty: 4954.965332
	Iteration 30Q: 3 clusters Score -2790683 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 19952 members 
Entering Unmasked Estep 
Score: -2790688.500000 Penalty: 4954.965332
	Iteration 31Q: 3 clusters Score -2790688 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 19951 members 
Entering Unmasked Estep 
Score: -2790690.500000 Penalty: 4954.965332
	Iteration 32Q: 3 clusters Score -2790690 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 19949 members 
Entering Unmasked Estep 
Score: -2790691.750000 Penalty: 4954.965332
	Iteration 33Q: 3 clusters Score -2790692 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 19947 members 
Entering Unmasked Estep 
Score: -2790694.250000 Penalty: 4954.965332
	Iteration 34Q: 3 clusters Score -2790694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 19944 members 
Entering Unmasked Estep 
Score: -2790696.500000 Penalty: 4954.965332
	Iteration 35Q: 3 clusters Score -2790696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 19941 members 
Entering Unmasked Estep 
Score: -2790694.000000 Penalty: 4954.965332
	Iteration 36Q: 3 clusters Score -2790694 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 19937 members 
Entering Unmasked Estep 
Score: -2790696.000000 Penalty: 4954.965332
	Iteration 37Q: 3 clusters Score -2790696 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 19935 members 
Entering Unmasked Estep 
Score: -2790697.250000 Penalty: 4954.965332
	Iteration 38Q: 3 clusters Score -2790697 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 19935 members 
Entering Unmasked Estep 
Score: -2790699.250000 Penalty: 4954.965332
	Iteration 39Q: 3 clusters Score -2790699 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 19933 members 
Entering Unmasked Estep 
Score: -2790701.750000 Penalty: 4954.965332
	Iteration 40F: 3 clusters Score -2790702 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (51477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51477 members 
Entering Unmasked Estep 
Score: -6160396.000000 Penalty: 2690.524902
	Iteration 0F: 2 clusters Score -6160396 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25629 members 
Mstep: Class 2 contains 25848 members 
Entering Unmasked Estep 
Score: -6125819.000000 Penalty: 5381.049805
	Iteration 0F: 3 clusters Score -6125819 nChanged 23654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24655 members 
Mstep: Class 2 contains 26822 members 
Entering Unmasked Estep 
Score: -6139822.000000 Penalty: 5381.049805
	Iteration 1F: 3 clusters Score -6139822 nChanged 2990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23935 members 
Mstep: Class 2 contains 27542 members 
Entering Unmasked Estep 
Score: -6141462.500000 Penalty: 5381.049805
	Iteration 2F: 3 clusters Score -6141462 nChanged 3195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22774 members 
Mstep: Class 2 contains 28703 members 
Entering Unmasked Estep 
Score: -6143317.500000 Penalty: 5381.049805
	Iteration 3F: 3 clusters Score -6143318 nChanged 3477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21147 members 
Mstep: Class 2 contains 30330 members 
Entering Unmasked Estep 
Score: -6145466.000000 Penalty: 5381.049805
	Iteration 4F: 3 clusters Score -6145466 nChanged 3533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19196 members 
Mstep: Class 2 contains 32281 members 
Entering Unmasked Estep 
Score: -6147839.500000 Penalty: 5381.049805
	Iteration 5F: 3 clusters Score -6147840 nChanged 3304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17134 members 
Mstep: Class 2 contains 34343 members 
Entering Unmasked Estep 
Score: -6150277.000000 Penalty: 5381.049805
	Iteration 6F: 3 clusters Score -6150277 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15287 members 
Mstep: Class 2 contains 36190 members 
Entering Unmasked Estep 
Score: -6152537.500000 Penalty: 5381.049805
	Iteration 7F: 3 clusters Score -6152538 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13738 members 
Mstep: Class 2 contains 37739 members 
Entering Unmasked Estep 
Score: -6154402.000000 Penalty: 5381.049805
	Iteration 8Q: 3 clusters Score -6154402 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12552 members 
Mstep: Class 2 contains 38925 members 
Entering Unmasked Estep 
Score: -6155813.500000 Penalty: 5381.049805
	Iteration 9Q: 3 clusters Score -6155814 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11657 members 
Mstep: Class 2 contains 39820 members 
Entering Unmasked Estep 
Score: -6156707.500000 Penalty: 5381.049805
	Iteration 10Q: 3 clusters Score -6156708 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10900 members 
Mstep: Class 2 contains 40577 members 
Entering Unmasked Estep 
Score: -6157313.500000 Penalty: 5381.049805
	Iteration 11Q: 3 clusters Score -6157314 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10235 members 
Mstep: Class 2 contains 41242 members 
Entering Unmasked Estep 
Score: -6157714.500000 Penalty: 5381.049805
	Iteration 12Q: 3 clusters Score -6157714 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 41806 members 
Entering Unmasked Estep 
Score: -6157992.000000 Penalty: 5381.049805
	Iteration 13Q: 3 clusters Score -6157992 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 42315 members 
Entering Unmasked Estep 
Score: -6158208.000000 Penalty: 5381.049805
	Iteration 14Q: 3 clusters Score -6158208 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 42727 members 
Entering Unmasked Estep 
Score: -6158334.000000 Penalty: 5381.049805
	Iteration 15Q: 3 clusters Score -6158334 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 43072 members 
Entering Unmasked Estep 
Score: -6158424.500000 Penalty: 5381.049805
	Iteration 16Q: 3 clusters Score -6158424 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 43392 members 
Entering Unmasked Estep 
Score: -6158527.000000 Penalty: 5381.049805
	Iteration 17Q: 3 clusters Score -6158527 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 43695 members 
Entering Unmasked Estep 
Score: -6158573.000000 Penalty: 5381.049805
	Iteration 18Q: 3 clusters Score -6158573 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 43970 members 
Entering Unmasked Estep 
Score: -6158635.500000 Penalty: 5381.049805
	Iteration 19Q: 3 clusters Score -6158636 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 44216 members 
Entering Unmasked Estep 
Score: -6158680.500000 Penalty: 5381.049805
	Iteration 20F: 3 clusters Score -6158680 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 44462 members 
Entering Unmasked Estep 
Score: -6158748.500000 Penalty: 5381.049805
	Iteration 21Q: 3 clusters Score -6158748 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 44680 members 
Entering Unmasked Estep 
Score: -6158806.500000 Penalty: 5381.049805
	Iteration 22Q: 3 clusters Score -6158806 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 44881 members 
Entering Unmasked Estep 
Score: -6158853.000000 Penalty: 5381.049805
	Iteration 23Q: 3 clusters Score -6158853 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 45060 members 
Entering Unmasked Estep 
Score: -6158891.000000 Penalty: 5381.049805
	Iteration 24Q: 3 clusters Score -6158891 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 45232 members 
Entering Unmasked Estep 
Score: -6158921.000000 Penalty: 5381.049805
	Iteration 25Q: 3 clusters Score -6158921 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 45386 members 
Entering Unmasked Estep 
Score: -6158955.000000 Penalty: 5381.049805
	Iteration 26Q: 3 clusters Score -6158955 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 45526 members 
Entering Unmasked Estep 
Score: -6158987.500000 Penalty: 5381.049805
	Iteration 27Q: 3 clusters Score -6158988 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 45692 members 
Entering Unmasked Estep 
Score: -6158990.500000 Penalty: 5381.049805
	Iteration 28Q: 3 clusters Score -6158990 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 45845 members 
Entering Unmasked Estep 
Score: -6159038.000000 Penalty: 5381.049805
	Iteration 29Q: 3 clusters Score -6159038 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 45973 members 
Entering Unmasked Estep 
Score: -6159061.500000 Penalty: 5381.049805
	Iteration 30Q: 3 clusters Score -6159062 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 46096 members 
Entering Unmasked Estep 
Score: -6159084.000000 Penalty: 5381.049805
	Iteration 31Q: 3 clusters Score -6159084 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 46222 members 
Entering Unmasked Estep 
Score: -6159099.000000 Penalty: 5381.049805
	Iteration 32Q: 3 clusters Score -6159099 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 46339 members 
Entering Unmasked Estep 
Score: -6159128.000000 Penalty: 5381.049805
	Iteration 33Q: 3 clusters Score -6159128 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 46456 members 
Entering Unmasked Estep 
Score: -6159152.000000 Penalty: 5381.049805
	Iteration 34Q: 3 clusters Score -6159152 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 46576 members 
Entering Unmasked Estep 
Score: -6159173.500000 Penalty: 5381.049805
	Iteration 35Q: 3 clusters Score -6159174 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 46692 members 
Entering Unmasked Estep 
Score: -6159214.500000 Penalty: 5381.049805
	Iteration 36Q: 3 clusters Score -6159214 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 46785 members 
Entering Unmasked Estep 
Score: -6159243.500000 Penalty: 5381.049805
	Iteration 37Q: 3 clusters Score -6159244 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 46890 members 
Entering Unmasked Estep 
Score: -6159287.500000 Penalty: 5381.049805
	Iteration 38Q: 3 clusters Score -6159288 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 46981 members 
Entering Unmasked Estep 
Score: -6159311.000000 Penalty: 5381.049805
	Iteration 39Q: 3 clusters Score -6159311 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 47056 members 
Entering Unmasked Estep 
Score: -6159306.000000 Penalty: 5381.049805
	Iteration 40F: 3 clusters Score -6159306 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 47113 members 
Entering Unmasked Estep 
Score: -6159312.500000 Penalty: 5381.049805
	Iteration 41Q: 3 clusters Score -6159312 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 47151 members 
Entering Unmasked Estep 
Score: -6159324.000000 Penalty: 5381.049805
	Iteration 42Q: 3 clusters Score -6159324 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 47203 members 
Entering Unmasked Estep 
Score: -6159330.000000 Penalty: 5381.049805
	Iteration 43Q: 3 clusters Score -6159330 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 47252 members 
Entering Unmasked Estep 
Score: -6159347.500000 Penalty: 5381.049805
	Iteration 44Q: 3 clusters Score -6159348 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 47295 members 
Entering Unmasked Estep 
Score: -6159357.500000 Penalty: 5381.049805
	Iteration 45Q: 3 clusters Score -6159358 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 47340 members 
Entering Unmasked Estep 
Score: -6159358.500000 Penalty: 5381.049805
	Iteration 46Q: 3 clusters Score -6159358 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 47375 members 
Entering Unmasked Estep 
Score: -6159362.500000 Penalty: 5381.049805
	Iteration 47Q: 3 clusters Score -6159362 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 47410 members 
Entering Unmasked Estep 
Score: -6159371.500000 Penalty: 5381.049805
	Iteration 48Q: 3 clusters Score -6159372 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 47448 members 
Entering Unmasked Estep 
Score: -6159368.000000 Penalty: 5381.049805
	Iteration 49Q: 3 clusters Score -6159368 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 47482 members 
Entering Unmasked Estep 
Score: -6159372.000000 Penalty: 5381.049805
	Iteration 50Q: 3 clusters Score -6159372 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 47507 members 
Entering Unmasked Estep 
Score: -6159381.500000 Penalty: 5381.049805
	Iteration 51Q: 3 clusters Score -6159382 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 47530 members 
Entering Unmasked Estep 
Score: -6159378.000000 Penalty: 5381.049805
	Iteration 52Q: 3 clusters Score -6159378 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 47550 members 
Entering Unmasked Estep 
Score: -6159383.000000 Penalty: 5381.049805
	Iteration 53Q: 3 clusters Score -6159383 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 47576 members 
Entering Unmasked Estep 
Score: -6159388.000000 Penalty: 5381.049805
	Iteration 54Q: 3 clusters Score -6159388 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 47601 members 
Entering Unmasked Estep 
Score: -6159394.500000 Penalty: 5381.049805
	Iteration 55Q: 3 clusters Score -6159394 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 47624 members 
Entering Unmasked Estep 
Score: -6159386.000000 Penalty: 5381.049805
	Iteration 56Q: 3 clusters Score -6159386 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 47637 members 
Entering Unmasked Estep 
Score: -6159394.500000 Penalty: 5381.049805
	Iteration 57Q: 3 clusters Score -6159394 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 47657 members 
Entering Unmasked Estep 
Score: -6159403.500000 Penalty: 5381.049805
	Iteration 58Q: 3 clusters Score -6159404 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 47680 members 
Entering Unmasked Estep 
Score: -6159424.500000 Penalty: 5381.049805
	Iteration 59Q: 3 clusters Score -6159424 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 47707 members 
Entering Unmasked Estep 
Score: -6159409.000000 Penalty: 5381.049805
	Iteration 60F: 3 clusters Score -6159409 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 47731 members 
Entering Unmasked Estep 
Score: -6159418.000000 Penalty: 5381.049805
	Iteration 61Q: 3 clusters Score -6159418 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 47765 members 
Entering Unmasked Estep 
Score: -6159436.500000 Penalty: 5381.049805
	Iteration 62Q: 3 clusters Score -6159436 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 47795 members 
Entering Unmasked Estep 
Score: -6159440.000000 Penalty: 5381.049805
	Iteration 63Q: 3 clusters Score -6159440 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 47815 members 
Entering Unmasked Estep 
Score: -6159436.000000 Penalty: 5381.049805
	Iteration 64Q: 3 clusters Score -6159436 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 47855 members 
Entering Unmasked Estep 
Score: -6159442.500000 Penalty: 5381.049805
	Iteration 65Q: 3 clusters Score -6159442 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 47882 members 
Entering Unmasked Estep 
Score: -6159439.000000 Penalty: 5381.049805
	Iteration 66Q: 3 clusters Score -6159439 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 47918 members 
Entering Unmasked Estep 
Score: -6159436.000000 Penalty: 5381.049805
	Iteration 67Q: 3 clusters Score -6159436 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 47960 members 
Entering Unmasked Estep 
Score: -6159444.500000 Penalty: 5381.049805
	Iteration 68Q: 3 clusters Score -6159444 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 47982 members 
Entering Unmasked Estep 
Score: -6159440.000000 Penalty: 5381.049805
	Iteration 69Q: 3 clusters Score -6159440 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 48001 members 
Entering Unmasked Estep 
Score: -6159435.500000 Penalty: 5381.049805
	Iteration 70Q: 3 clusters Score -6159436 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 48022 members 
Entering Unmasked Estep 
Score: -6159442.000000 Penalty: 5381.049805
	Iteration 71Q: 3 clusters Score -6159442 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 48040 members 
Entering Unmasked Estep 
Score: -6159450.500000 Penalty: 5381.049805
	Iteration 72Q: 3 clusters Score -6159450 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 48055 members 
Entering Unmasked Estep 
Score: -6159459.000000 Penalty: 5381.049805
	Iteration 73Q: 3 clusters Score -6159459 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 48067 members 
Entering Unmasked Estep 
Score: -6159469.500000 Penalty: 5381.049805
	Iteration 74Q: 3 clusters Score -6159470 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 48083 members 
Entering Unmasked Estep 
Score: -6159476.500000 Penalty: 5381.049805
	Iteration 75Q: 3 clusters Score -6159476 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 48095 members 
Entering Unmasked Estep 
Score: -6159476.000000 Penalty: 5381.049805
	Iteration 76Q: 3 clusters Score -6159476 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 48110 members 
Entering Unmasked Estep 
Score: -6159479.500000 Penalty: 5381.049805
	Iteration 77Q: 3 clusters Score -6159480 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 48125 members 
Entering Unmasked Estep 
Score: -6159486.000000 Penalty: 5381.049805
	Iteration 78Q: 3 clusters Score -6159486 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 48136 members 
Entering Unmasked Estep 
Score: -6159489.000000 Penalty: 5381.049805
	Iteration 79Q: 3 clusters Score -6159489 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 48150 members 
Entering Unmasked Estep 
Score: -6159490.000000 Penalty: 5381.049805
	Iteration 80F: 3 clusters Score -6159490 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 48166 members 
Entering Unmasked Estep 
Score: -6159491.000000 Penalty: 5381.049805
	Iteration 81Q: 3 clusters Score -6159491 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 48180 members 
Entering Unmasked Estep 
Score: -6159492.000000 Penalty: 5381.049805
	Iteration 82Q: 3 clusters Score -6159492 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 48193 members 
Entering Unmasked Estep 
Score: -6159498.000000 Penalty: 5381.049805
	Iteration 83Q: 3 clusters Score -6159498 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 48207 members 
Entering Unmasked Estep 
Score: -6159494.500000 Penalty: 5381.049805
	Iteration 84Q: 3 clusters Score -6159494 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 48225 members 
Entering Unmasked Estep 
Score: -6159508.000000 Penalty: 5381.049805
	Iteration 85Q: 3 clusters Score -6159508 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 48236 members 
Entering Unmasked Estep 
Score: -6159510.500000 Penalty: 5381.049805
	Iteration 86Q: 3 clusters Score -6159510 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 48248 members 
Entering Unmasked Estep 
Score: -6159510.500000 Penalty: 5381.049805
	Iteration 87Q: 3 clusters Score -6159510 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 48260 members 
Entering Unmasked Estep 
Score: -6159509.000000 Penalty: 5381.049805
	Iteration 88Q: 3 clusters Score -6159509 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 48276 members 
Entering Unmasked Estep 
Score: -6159512.500000 Penalty: 5381.049805
	Iteration 89Q: 3 clusters Score -6159512 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 48291 members 
Entering Unmasked Estep 
Score: -6159510.000000 Penalty: 5381.049805
	Iteration 90Q: 3 clusters Score -6159510 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 48308 members 
Entering Unmasked Estep 
Score: -6159527.000000 Penalty: 5381.049805
	Iteration 91Q: 3 clusters Score -6159527 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 48331 members 
Entering Unmasked Estep 
Score: -6159529.500000 Penalty: 5381.049805
	Iteration 92Q: 3 clusters Score -6159530 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 48345 members 
Entering Unmasked Estep 
Score: -6159526.000000 Penalty: 5381.049805
	Iteration 93Q: 3 clusters Score -6159526 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 48352 members 
Entering Unmasked Estep 
Score: -6159525.000000 Penalty: 5381.049805
	Iteration 94Q: 3 clusters Score -6159525 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 48360 members 
Entering Unmasked Estep 
Score: -6159524.000000 Penalty: 5381.049805
	Iteration 95Q: 3 clusters Score -6159524 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 48370 members 
Entering Unmasked Estep 
Score: -6159528.500000 Penalty: 5381.049805
	Iteration 96Q: 3 clusters Score -6159528 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 48381 members 
Entering Unmasked Estep 
Score: -6159535.500000 Penalty: 5381.049805
	Iteration 97Q: 3 clusters Score -6159536 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 48389 members 
Entering Unmasked Estep 
Score: -6159524.000000 Penalty: 5381.049805
	Iteration 98Q: 3 clusters Score -6159524 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 48400 members 
Entering Unmasked Estep 
Score: -6159524.000000 Penalty: 5381.049805
	Iteration 99Q: 3 clusters Score -6159524 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 48409 members 
Entering Unmasked Estep 
Score: -6159527.500000 Penalty: 5381.049805
	Iteration 100F: 3 clusters Score -6159528 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 48416 members 
Entering Unmasked Estep 
Score: -6159535.500000 Penalty: 5381.049805
	Iteration 101Q: 3 clusters Score -6159536 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 48421 members 
Entering Unmasked Estep 
Score: -6159535.000000 Penalty: 5381.049805
	Iteration 102Q: 3 clusters Score -6159535 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 48424 members 
Entering Unmasked Estep 
Score: -6159536.500000 Penalty: 5381.049805
	Iteration 103Q: 3 clusters Score -6159536 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 48429 members 
Entering Unmasked Estep 
Score: -6159537.500000 Penalty: 5381.049805
	Iteration 104Q: 3 clusters Score -6159538 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 48437 members 
Entering Unmasked Estep 
Score: -6159535.500000 Penalty: 5381.049805
	Iteration 105Q: 3 clusters Score -6159536 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 48441 members 
Entering Unmasked Estep 
Score: -6159535.000000 Penalty: 5381.049805
	Iteration 106Q: 3 clusters Score -6159535 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 48445 members 
Entering Unmasked Estep 
Score: -6159534.500000 Penalty: 5381.049805
	Iteration 107Q: 3 clusters Score -6159534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 48448 members 
Entering Unmasked Estep 
Score: -6159527.500000 Penalty: 5381.049805
	Iteration 108Q: 3 clusters Score -6159528 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 48451 members 
Entering Unmasked Estep 
Score: -6159527.000000 Penalty: 5381.049805
	Iteration 109Q: 3 clusters Score -6159527 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 48460 members 
Entering Unmasked Estep 
Score: -6159536.000000 Penalty: 5381.049805
	Iteration 110Q: 3 clusters Score -6159536 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 48467 members 
Entering Unmasked Estep 
Score: -6159540.500000 Penalty: 5381.049805
	Iteration 111Q: 3 clusters Score -6159540 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 48477 members 
Entering Unmasked Estep 
Score: -6159543.500000 Penalty: 5381.049805
	Iteration 112Q: 3 clusters Score -6159544 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 48486 members 
Entering Unmasked Estep 
Score: -6159555.500000 Penalty: 5381.049805
	Iteration 113Q: 3 clusters Score -6159556 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 48497 members 
Entering Unmasked Estep 
Score: -6159553.000000 Penalty: 5381.049805
	Iteration 114Q: 3 clusters Score -6159553 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 48506 members 
Entering Unmasked Estep 
Score: -6159555.000000 Penalty: 5381.049805
	Iteration 115Q: 3 clusters Score -6159555 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 48511 members 
Entering Unmasked Estep 
Score: -6159554.000000 Penalty: 5381.049805
	Iteration 116Q: 3 clusters Score -6159554 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 48517 members 
Entering Unmasked Estep 
Score: -6159551.000000 Penalty: 5381.049805
	Iteration 117Q: 3 clusters Score -6159551 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 48517 members 
Entering Unmasked Estep 
Score: -6159551.000000 Penalty: 5381.049805
	Iteration 118F: 3 clusters Score -6159551 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4483 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Entering Unmasked Estep 
Score: -548118.937500 Penalty: 2085.195801
	Iteration 0F: 2 clusters Score -548118.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -543945.125000 Penalty: 4170.391602
	Iteration 0F: 3 clusters Score -543945.1 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -545045.000000 Penalty: 4170.391602
	Iteration 1F: 3 clusters Score -545045 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -545472.687500 Penalty: 4170.391602
	Iteration 2F: 3 clusters Score -545472.7 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -545870.062500 Penalty: 4170.391602
	Iteration 3F: 3 clusters Score -545870.1 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -546240.125000 Penalty: 4170.391602
	Iteration 4F: 3 clusters Score -546240.1 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -546524.062500 Penalty: 4170.391602
	Iteration 5F: 3 clusters Score -546524.1 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -546755.812500 Penalty: 4170.391602
	Iteration 6F: 3 clusters Score -546755.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -546961.000000 Penalty: 4170.391602
	Iteration 7Q: 3 clusters Score -546961 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -547167.937500 Penalty: 4170.391602
	Iteration 8Q: 3 clusters Score -547167.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -547322.437500 Penalty: 4170.391602
	Iteration 9Q: 3 clusters Score -547322.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -547414.187500 Penalty: 4170.391602
	Iteration 10Q: 3 clusters Score -547414.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -547479.625000 Penalty: 4170.391602
	Iteration 11Q: 3 clusters Score -547479.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -547512.375000 Penalty: 4170.391602
	Iteration 12Q: 3 clusters Score -547512.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -547530.812500 Penalty: 4170.391602
	Iteration 13Q: 3 clusters Score -547530.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -547541.750000 Penalty: 4170.391602
	Iteration 14Q: 3 clusters Score -547541.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -547547.875000 Penalty: 4170.391602
	Iteration 15Q: 3 clusters Score -547547.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -547550.812500 Penalty: 4170.391602
	Iteration 16Q: 3 clusters Score -547550.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -547551.187500 Penalty: 4170.391602
	Iteration 17Q: 3 clusters Score -547551.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -547552.687500 Penalty: 4170.391602
	Iteration 18Q: 3 clusters Score -547552.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -547553.250000 Penalty: 4170.391602
	Iteration 19Q: 3 clusters Score -547553.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -547556.187500 Penalty: 4170.391602
	Iteration 20F: 3 clusters Score -547556.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -547557.125000 Penalty: 4170.391602
	Iteration 21Q: 3 clusters Score -547557.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -547559.250000 Penalty: 4170.391602
	Iteration 22Q: 3 clusters Score -547559.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -547560.500000 Penalty: 4170.391602
	Iteration 23Q: 3 clusters Score -547560.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -547560.687500 Penalty: 4170.391602
	Iteration 24Q: 3 clusters Score -547560.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -547560.687500 Penalty: 4170.391602
	Iteration 25F: 3 clusters Score -547560.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Entering Unmasked Estep 
Score: -333571.218750 Penalty: 1922.152466
	Iteration 0F: 2 clusters Score -333571.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -330933.500000 Penalty: 3844.304932
	Iteration 0F: 3 clusters Score -330933.5 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -332268.843750 Penalty: 3844.304932
	Iteration 1F: 3 clusters Score -332268.8 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -332868.218750 Penalty: 3844.304932
	Iteration 2F: 3 clusters Score -332868.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -333338.218750 Penalty: 3844.304932
	Iteration 3F: 3 clusters Score -333338.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -333732.531250 Penalty: 3844.304932
	Iteration 4F: 3 clusters Score -333732.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -334018.437500 Penalty: 3844.304932
	Iteration 5Q: 3 clusters Score -334018.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -334265.906250 Penalty: 3844.304932
	Iteration 6Q: 3 clusters Score -334265.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -334490.593750 Penalty: 3844.304932
	Iteration 7Q: 3 clusters Score -334490.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -334662.187500 Penalty: 3844.304932
	Iteration 8Q: 3 clusters Score -334662.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -334769.125000 Penalty: 3844.304932
	Iteration 9Q: 3 clusters Score -334769.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -334846.125000 Penalty: 3844.304932
	Iteration 10Q: 3 clusters Score -334846.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -334901.718750 Penalty: 3844.304932
	Iteration 11Q: 3 clusters Score -334901.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -334976.375000 Penalty: 3844.304932
	Iteration 12Q: 3 clusters Score -334976.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -335023.250000 Penalty: 3844.304932
	Iteration 13Q: 3 clusters Score -335023.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -335052.031250 Penalty: 3844.304932
	Iteration 14Q: 3 clusters Score -335052 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -335063.875000 Penalty: 3844.304932
	Iteration 15Q: 3 clusters Score -335063.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -335067.093750 Penalty: 3844.304932
	Iteration 16Q: 3 clusters Score -335067.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -335069.125000 Penalty: 3844.304932
	Iteration 17Q: 3 clusters Score -335069.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -335072.562500 Penalty: 3844.304932
	Iteration 18Q: 3 clusters Score -335072.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -335073.187500 Penalty: 3844.304932
	Iteration 19Q: 3 clusters Score -335073.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -335077.031250 Penalty: 3844.304932
	Iteration 20F: 3 clusters Score -335077 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -335086.468750 Penalty: 3844.304932
	Iteration 21Q: 3 clusters Score -335086.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -335096.062500 Penalty: 3844.304932
	Iteration 22Q: 3 clusters Score -335096.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -335111.875000 Penalty: 3844.304932
	Iteration 23Q: 3 clusters Score -335111.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -335127.562500 Penalty: 3844.304932
	Iteration 24Q: 3 clusters Score -335127.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -335132.156250 Penalty: 3844.304932
	Iteration 25Q: 3 clusters Score -335132.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -335133.875000 Penalty: 3844.304932
	Iteration 26Q: 3 clusters Score -335133.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -335135.531250 Penalty: 3844.304932
	Iteration 27Q: 3 clusters Score -335135.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -335137.250000 Penalty: 3844.304932
	Iteration 28Q: 3 clusters Score -335137.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -335137.250000 Penalty: 3844.304932
	Iteration 29F: 3 clusters Score -335137.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 2522 members 
Mstep: Class 3 contains 4147 members 
Mstep: Class 4 contains 12070 members 
Mstep: Class 5 contains 3187 members 
Mstep: Class 6 contains 2553 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7708 members 
Mstep: Class 9 contains 172809 members 
Mstep: Class 10 contains 8511 members 
Mstep: Class 11 contains 3817 members 
Mstep: Class 12 contains 23259 members 
Mstep: Class 13 contains 4031 members 
Mstep: Class 14 contains 6796 members 
Mstep: Class 15 contains 178708 members 
Mstep: Class 16 contains 216582 members 
Mstep: Class 17 contains 11687 members 
Mstep: Class 18 contains 29533 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4180 members 
Mstep: Class 21 contains 21804 members 
Mstep: Class 22 contains 51477 members 
Mstep: Class 23 contains 4483 members 
Mstep: Class 24 contains 1049 members 
Mstep: Class 25 contains 39521 members 
Mstep: Class 26 contains 37631 members 
Mstep: Class 27 contains 6223 members 
Mstep: Class 28 contains 25977 members 
Mstep: Class 29 contains 7492 members 
Mstep: Class 30 contains 19240 members 
Mstep: Class 31 contains 5254 members 
Mstep: Class 32 contains 17563 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11731 members 
Mstep: Class 35 contains 61437 members 
Mstep: Class 36 contains 26500 members 
Mstep: Class 37 contains 7333 members 
Mstep: Class 38 contains 252 members 
Mstep: Class 39 contains 3645 members 
Mstep: Class 40 contains 2901 members 
Mstep: Class 41 contains 28540 members 
Mstep: Class 42 contains 11212 members 
Mstep: Class 43 contains 481 members 
Mstep: Class 44 contains 2848 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10318 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27558 members 
Mstep: Class 49 contains 7951 members 
Mstep: Class 50 contains 312 members 
Mstep: Class 51 contains 28289 members 
Mstep: Class 52 contains 248 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 366 members 
Mstep: Class 56 contains 1130 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 404 members 
Mstep: Class 59 contains 911 members 
Mstep: Class 60 contains 337 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 332 members 
Mstep: Class 63 contains 1077 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 667 members 
Mstep: Class 67 contains 611 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 306 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 436 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1692 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2085 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 193 members 
Mstep: Class 79 contains 944 members 
Mstep: Class 80 contains 1274 members 
Entering Unmasked Estep 
Score: -147545152.000000 Penalty: 277521.750000
Splitting cluster 24 changes total score from -147544928.000000 to -147545152.000000
So it's getting split into cluster 80.
Entering ConstructFrom: 
Trying to split cluster 25 (39521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39521 members 
Entering Unmasked Estep 
Score: -4974792.500000 Penalty: 2624.977539
	Iteration 0F: 2 clusters Score -4974792 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19812 members 
Mstep: Class 2 contains 19709 members 
Entering Unmasked Estep 
Score: -4947864.500000 Penalty: 5249.955078
	Iteration 0F: 3 clusters Score -4947864 nChanged 17965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20469 members 
Mstep: Class 2 contains 19052 members 
Entering Unmasked Estep 
Score: -4957691.000000 Penalty: 5249.955078
	Iteration 1F: 3 clusters Score -4957691 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21053 members 
Mstep: Class 2 contains 18468 members 
Entering Unmasked Estep 
Score: -4958330.000000 Penalty: 5249.955078
	Iteration 2Q: 3 clusters Score -4958330 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21911 members 
Mstep: Class 2 contains 17610 members 
Entering Unmasked Estep 
Score: -4959061.000000 Penalty: 5249.955078
	Iteration 3Q: 3 clusters Score -4959061 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23066 members 
Mstep: Class 2 contains 16455 members 
Entering Unmasked Estep 
Score: -4959927.500000 Penalty: 5249.955078
	Iteration 4F: 3 clusters Score -4959928 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24581 members 
Mstep: Class 2 contains 14940 members 
Entering Unmasked Estep 
Score: -4961102.000000 Penalty: 5249.955078
	Iteration 5F: 3 clusters Score -4961102 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26450 members 
Mstep: Class 2 contains 13071 members 
Entering Unmasked Estep 
Score: -4962609.500000 Penalty: 5249.955078
	Iteration 6F: 3 clusters Score -4962610 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28487 members 
Mstep: Class 2 contains 11034 members 
Entering Unmasked Estep 
Score: -4964334.500000 Penalty: 5249.955078
	Iteration 7F: 3 clusters Score -4964334 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30582 members 
Mstep: Class 2 contains 8939 members 
Entering Unmasked Estep 
Score: -4966065.000000 Penalty: 5249.955078
	Iteration 8F: 3 clusters Score -4966065 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32483 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -4967785.500000 Penalty: 5249.955078
	Iteration 9F: 3 clusters Score -4967786 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34026 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -4969212.500000 Penalty: 5249.955078
	Iteration 10Q: 3 clusters Score -4969212 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35148 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -4970282.000000 Penalty: 5249.955078
	Iteration 11Q: 3 clusters Score -4970282 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35938 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -4971079.500000 Penalty: 5249.955078
	Iteration 12Q: 3 clusters Score -4971080 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36440 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -4971724.000000 Penalty: 5249.955078
	Iteration 13Q: 3 clusters Score -4971724 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36760 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -4972243.000000 Penalty: 5249.955078
	Iteration 14Q: 3 clusters Score -4972243 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36965 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -4972666.000000 Penalty: 5249.955078
	Iteration 15Q: 3 clusters Score -4972666 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37076 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -4972959.500000 Penalty: 5249.955078
	Iteration 16Q: 3 clusters Score -4972960 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37131 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -4973116.000000 Penalty: 5249.955078
	Iteration 17Q: 3 clusters Score -4973116 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37184 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -4973219.500000 Penalty: 5249.955078
	Iteration 18Q: 3 clusters Score -4973220 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37240 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -4973309.500000 Penalty: 5249.955078
	Iteration 19Q: 3 clusters Score -4973310 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37274 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -4973357.000000 Penalty: 5249.955078
	Iteration 20F: 3 clusters Score -4973357 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37304 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -4973402.500000 Penalty: 5249.955078
	Iteration 21Q: 3 clusters Score -4973402 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37322 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -4973423.000000 Penalty: 5249.955078
	Iteration 22Q: 3 clusters Score -4973423 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37346 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -4973434.500000 Penalty: 5249.955078
	Iteration 23Q: 3 clusters Score -4973434 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37364 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -4973448.500000 Penalty: 5249.955078
	Iteration 24Q: 3 clusters Score -4973448 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37377 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -4973451.500000 Penalty: 5249.955078
	Iteration 25Q: 3 clusters Score -4973452 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37381 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -4973460.500000 Penalty: 5249.955078
	Iteration 26Q: 3 clusters Score -4973460 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37388 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -4973458.500000 Penalty: 5249.955078
	Iteration 27Q: 3 clusters Score -4973458 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37390 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -4973462.500000 Penalty: 5249.955078
	Iteration 28Q: 3 clusters Score -4973462 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37400 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -4973474.500000 Penalty: 5249.955078
	Iteration 29Q: 3 clusters Score -4973474 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37412 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -4973484.500000 Penalty: 5249.955078
	Iteration 30Q: 3 clusters Score -4973484 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37422 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -4973475.500000 Penalty: 5249.955078
	Iteration 31Q: 3 clusters Score -4973476 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37428 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -4973476.000000 Penalty: 5249.955078
	Iteration 32Q: 3 clusters Score -4973476 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37431 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -4973475.000000 Penalty: 5249.955078
	Iteration 33Q: 3 clusters Score -4973475 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37434 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -4973476.000000 Penalty: 5249.955078
	Iteration 34Q: 3 clusters Score -4973476 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37437 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -4973476.000000 Penalty: 5249.955078
	Iteration 35Q: 3 clusters Score -4973476 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37436 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -4973475.500000 Penalty: 5249.955078
	Iteration 36Q: 3 clusters Score -4973476 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37436 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -4973475.500000 Penalty: 5249.955078
	Iteration 37F: 3 clusters Score -4973476 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (37631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37631 members 
Entering Unmasked Estep 
Score: -4794374.000000 Penalty: 2612.824707
	Iteration 0F: 2 clusters Score -4794374 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18755 members 
Mstep: Class 2 contains 18876 members 
Entering Unmasked Estep 
Score: -4768867.500000 Penalty: 5225.649414
	Iteration 0F: 3 clusters Score -4768868 nChanged 17100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18531 members 
Mstep: Class 2 contains 19100 members 
Entering Unmasked Estep 
Score: -4778345.000000 Penalty: 5225.649414
	Iteration 1F: 3 clusters Score -4778345 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18351 members 
Mstep: Class 2 contains 19280 members 
Entering Unmasked Estep 
Score: -4779329.500000 Penalty: 5225.649414
	Iteration 2F: 3 clusters Score -4779330 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18148 members 
Mstep: Class 2 contains 19483 members 
Entering Unmasked Estep 
Score: -4780607.500000 Penalty: 5225.649414
	Iteration 3F: 3 clusters Score -4780608 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17953 members 
Mstep: Class 2 contains 19678 members 
Entering Unmasked Estep 
Score: -4782150.500000 Penalty: 5225.649414
	Iteration 4F: 3 clusters Score -4782150 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17785 members 
Mstep: Class 2 contains 19846 members 
Entering Unmasked Estep 
Score: -4783767.500000 Penalty: 5225.649414
	Iteration 5F: 3 clusters Score -4783768 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17781 members 
Mstep: Class 2 contains 19850 members 
Entering Unmasked Estep 
Score: -4785200.000000 Penalty: 5225.649414
	Iteration 6F: 3 clusters Score -4785200 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17917 members 
Mstep: Class 2 contains 19714 members 
Entering Unmasked Estep 
Score: -4786493.500000 Penalty: 5225.649414
	Iteration 7F: 3 clusters Score -4786494 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18185 members 
Mstep: Class 2 contains 19446 members 
Entering Unmasked Estep 
Score: -4787673.000000 Penalty: 5225.649414
	Iteration 8F: 3 clusters Score -4787673 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18515 members 
Mstep: Class 2 contains 19116 members 
Entering Unmasked Estep 
Score: -4788512.000000 Penalty: 5225.649414
	Iteration 9Q: 3 clusters Score -4788512 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18808 members 
Mstep: Class 2 contains 18823 members 
Entering Unmasked Estep 
Score: -4789032.000000 Penalty: 5225.649414
	Iteration 10Q: 3 clusters Score -4789032 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19126 members 
Mstep: Class 2 contains 18505 members 
Entering Unmasked Estep 
Score: -4789327.500000 Penalty: 5225.649414
	Iteration 11Q: 3 clusters Score -4789328 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19418 members 
Mstep: Class 2 contains 18213 members 
Entering Unmasked Estep 
Score: -4789488.500000 Penalty: 5225.649414
	Iteration 12Q: 3 clusters Score -4789488 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19697 members 
Mstep: Class 2 contains 17934 members 
Entering Unmasked Estep 
Score: -4789589.500000 Penalty: 5225.649414
	Iteration 13Q: 3 clusters Score -4789590 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19966 members 
Mstep: Class 2 contains 17665 members 
Entering Unmasked Estep 
Score: -4789676.000000 Penalty: 5225.649414
	Iteration 14Q: 3 clusters Score -4789676 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20238 members 
Mstep: Class 2 contains 17393 members 
Entering Unmasked Estep 
Score: -4789749.000000 Penalty: 5225.649414
	Iteration 15Q: 3 clusters Score -4789749 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20529 members 
Mstep: Class 2 contains 17102 members 
Entering Unmasked Estep 
Score: -4789818.500000 Penalty: 5225.649414
	Iteration 16Q: 3 clusters Score -4789818 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20836 members 
Mstep: Class 2 contains 16795 members 
Entering Unmasked Estep 
Score: -4789886.500000 Penalty: 5225.649414
	Iteration 17Q: 3 clusters Score -4789886 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21161 members 
Mstep: Class 2 contains 16470 members 
Entering Unmasked Estep 
Score: -4789973.500000 Penalty: 5225.649414
	Iteration 18Q: 3 clusters Score -4789974 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21528 members 
Mstep: Class 2 contains 16103 members 
Entering Unmasked Estep 
Score: -4790079.000000 Penalty: 5225.649414
	Iteration 19Q: 3 clusters Score -4790079 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21887 members 
Mstep: Class 2 contains 15744 members 
Entering Unmasked Estep 
Score: -4790173.500000 Penalty: 5225.649414
	Iteration 20F: 3 clusters Score -4790174 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22299 members 
Mstep: Class 2 contains 15332 members 
Entering Unmasked Estep 
Score: -4790292.000000 Penalty: 5225.649414
	Iteration 21Q: 3 clusters Score -4790292 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22702 members 
Mstep: Class 2 contains 14929 members 
Entering Unmasked Estep 
Score: -4790383.500000 Penalty: 5225.649414
	Iteration 22Q: 3 clusters Score -4790384 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23136 members 
Mstep: Class 2 contains 14495 members 
Entering Unmasked Estep 
Score: -4790516.500000 Penalty: 5225.649414
	Iteration 23Q: 3 clusters Score -4790516 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23555 members 
Mstep: Class 2 contains 14076 members 
Entering Unmasked Estep 
Score: -4790612.500000 Penalty: 5225.649414
	Iteration 24Q: 3 clusters Score -4790612 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23971 members 
Mstep: Class 2 contains 13660 members 
Entering Unmasked Estep 
Score: -4790721.500000 Penalty: 5225.649414
	Iteration 25Q: 3 clusters Score -4790722 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24402 members 
Mstep: Class 2 contains 13229 members 
Entering Unmasked Estep 
Score: -4790851.500000 Penalty: 5225.649414
	Iteration 26Q: 3 clusters Score -4790852 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24820 members 
Mstep: Class 2 contains 12811 members 
Entering Unmasked Estep 
Score: -4790961.500000 Penalty: 5225.649414
	Iteration 27Q: 3 clusters Score -4790962 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25209 members 
Mstep: Class 2 contains 12422 members 
Entering Unmasked Estep 
Score: -4791096.000000 Penalty: 5225.649414
	Iteration 28Q: 3 clusters Score -4791096 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25617 members 
Mstep: Class 2 contains 12014 members 
Entering Unmasked Estep 
Score: -4791220.500000 Penalty: 5225.649414
	Iteration 29Q: 3 clusters Score -4791220 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26022 members 
Mstep: Class 2 contains 11609 members 
Entering Unmasked Estep 
Score: -4791343.000000 Penalty: 5225.649414
	Iteration 30Q: 3 clusters Score -4791343 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26433 members 
Mstep: Class 2 contains 11198 members 
Entering Unmasked Estep 
Score: -4791445.500000 Penalty: 5225.649414
	Iteration 31Q: 3 clusters Score -4791446 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26846 members 
Mstep: Class 2 contains 10785 members 
Entering Unmasked Estep 
Score: -4791578.000000 Penalty: 5225.649414
	Iteration 32Q: 3 clusters Score -4791578 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27246 members 
Mstep: Class 2 contains 10385 members 
Entering Unmasked Estep 
Score: -4791716.000000 Penalty: 5225.649414
	Iteration 33Q: 3 clusters Score -4791716 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27656 members 
Mstep: Class 2 contains 9975 members 
Entering Unmasked Estep 
Score: -4791877.000000 Penalty: 5225.649414
	Iteration 34Q: 3 clusters Score -4791877 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28027 members 
Mstep: Class 2 contains 9604 members 
Entering Unmasked Estep 
Score: -4791993.000000 Penalty: 5225.649414
	Iteration 35Q: 3 clusters Score -4791993 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28398 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -4792130.500000 Penalty: 5225.649414
	Iteration 36Q: 3 clusters Score -4792130 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28747 members 
Mstep: Class 2 contains 8884 members 
Entering Unmasked Estep 
Score: -4792250.500000 Penalty: 5225.649414
	Iteration 37Q: 3 clusters Score -4792250 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29053 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -4792341.000000 Penalty: 5225.649414
	Iteration 38Q: 3 clusters Score -4792341 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29331 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -4792396.500000 Penalty: 5225.649414
	Iteration 39Q: 3 clusters Score -4792396 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29592 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -4792462.500000 Penalty: 5225.649414
	Iteration 40F: 3 clusters Score -4792462 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29850 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -4792529.500000 Penalty: 5225.649414
	Iteration 41Q: 3 clusters Score -4792530 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30127 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -4792596.000000 Penalty: 5225.649414
	Iteration 42Q: 3 clusters Score -4792596 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30379 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -4792646.000000 Penalty: 5225.649414
	Iteration 43Q: 3 clusters Score -4792646 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30598 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -4792714.000000 Penalty: 5225.649414
	Iteration 44Q: 3 clusters Score -4792714 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30805 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -4792748.000000 Penalty: 5225.649414
	Iteration 45Q: 3 clusters Score -4792748 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31012 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -4792793.000000 Penalty: 5225.649414
	Iteration 46Q: 3 clusters Score -4792793 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31192 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -4792853.000000 Penalty: 5225.649414
	Iteration 47Q: 3 clusters Score -4792853 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31370 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -4792872.000000 Penalty: 5225.649414
	Iteration 48Q: 3 clusters Score -4792872 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31555 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -4792906.000000 Penalty: 5225.649414
	Iteration 49Q: 3 clusters Score -4792906 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31733 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -4792972.500000 Penalty: 5225.649414
	Iteration 50Q: 3 clusters Score -4792972 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31905 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -4792999.500000 Penalty: 5225.649414
	Iteration 51Q: 3 clusters Score -4793000 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32063 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -4793053.000000 Penalty: 5225.649414
	Iteration 52Q: 3 clusters Score -4793053 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32237 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -4793078.000000 Penalty: 5225.649414
	Iteration 53Q: 3 clusters Score -4793078 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32403 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -4793133.000000 Penalty: 5225.649414
	Iteration 54Q: 3 clusters Score -4793133 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32561 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -4793177.000000 Penalty: 5225.649414
	Iteration 55Q: 3 clusters Score -4793177 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32709 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -4793198.500000 Penalty: 5225.649414
	Iteration 56Q: 3 clusters Score -4793198 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32836 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -4793238.000000 Penalty: 5225.649414
	Iteration 57Q: 3 clusters Score -4793238 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32970 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -4793286.500000 Penalty: 5225.649414
	Iteration 58Q: 3 clusters Score -4793286 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33088 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -4793310.000000 Penalty: 5225.649414
	Iteration 59Q: 3 clusters Score -4793310 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33212 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -4793345.000000 Penalty: 5225.649414
	Iteration 60F: 3 clusters Score -4793345 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33325 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -4793360.000000 Penalty: 5225.649414
	Iteration 61Q: 3 clusters Score -4793360 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33445 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -4793375.000000 Penalty: 5225.649414
	Iteration 62Q: 3 clusters Score -4793375 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33567 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -4793425.500000 Penalty: 5225.649414
	Iteration 63Q: 3 clusters Score -4793426 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33671 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -4793433.000000 Penalty: 5225.649414
	Iteration 64Q: 3 clusters Score -4793433 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33769 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -4793457.000000 Penalty: 5225.649414
	Iteration 65Q: 3 clusters Score -4793457 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33857 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -4793496.000000 Penalty: 5225.649414
	Iteration 66Q: 3 clusters Score -4793496 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33952 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -4793513.000000 Penalty: 5225.649414
	Iteration 67Q: 3 clusters Score -4793513 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34043 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -4793537.000000 Penalty: 5225.649414
	Iteration 68Q: 3 clusters Score -4793537 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34117 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -4793555.500000 Penalty: 5225.649414
	Iteration 69Q: 3 clusters Score -4793556 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34183 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -4793576.500000 Penalty: 5225.649414
	Iteration 70Q: 3 clusters Score -4793576 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34256 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -4793597.000000 Penalty: 5225.649414
	Iteration 71Q: 3 clusters Score -4793597 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34316 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -4793616.500000 Penalty: 5225.649414
	Iteration 72Q: 3 clusters Score -4793616 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34359 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -4793620.500000 Penalty: 5225.649414
	Iteration 73Q: 3 clusters Score -4793620 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34395 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -4793622.500000 Penalty: 5225.649414
	Iteration 74Q: 3 clusters Score -4793622 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34427 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -4793624.500000 Penalty: 5225.649414
	Iteration 75Q: 3 clusters Score -4793624 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34448 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -4793631.000000 Penalty: 5225.649414
	Iteration 76Q: 3 clusters Score -4793631 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34466 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -4793642.000000 Penalty: 5225.649414
	Iteration 77Q: 3 clusters Score -4793642 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34481 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -4793642.500000 Penalty: 5225.649414
	Iteration 78Q: 3 clusters Score -4793642 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34486 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -4793648.500000 Penalty: 5225.649414
	Iteration 79Q: 3 clusters Score -4793648 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34493 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -4793646.000000 Penalty: 5225.649414
	Iteration 80F: 3 clusters Score -4793646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34495 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -4793642.500000 Penalty: 5225.649414
	Iteration 81Q: 3 clusters Score -4793642 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34499 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -4793645.500000 Penalty: 5225.649414
	Iteration 82Q: 3 clusters Score -4793646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34502 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -4793646.000000 Penalty: 5225.649414
	Iteration 83Q: 3 clusters Score -4793646 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34503 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -4793649.500000 Penalty: 5225.649414
	Iteration 84Q: 3 clusters Score -4793650 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34503 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -4793649.500000 Penalty: 5225.649414
	Iteration 85F: 3 clusters Score -4793650 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (6223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Entering Unmasked Estep 
Score: -713484.375000 Penalty: 2166.529785
	Iteration 0F: 2 clusters Score -713484.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -708222.000000 Penalty: 4333.059570
	Iteration 0F: 3 clusters Score -708222 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -709606.312500 Penalty: 4333.059570
	Iteration 1F: 3 clusters Score -709606.3 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -709888.187500 Penalty: 4333.059570
	Iteration 2F: 3 clusters Score -709888.2 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -710119.750000 Penalty: 4333.059570
	Iteration 3F: 3 clusters Score -710119.8 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -710322.062500 Penalty: 4333.059570
	Iteration 4Q: 3 clusters Score -710322.1 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -710505.312500 Penalty: 4333.059570
	Iteration 5Q: 3 clusters Score -710505.3 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -710666.250000 Penalty: 4333.059570
	Iteration 6Q: 3 clusters Score -710666.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -710846.562500 Penalty: 4333.059570
	Iteration 7Q: 3 clusters Score -710846.6 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -711038.875000 Penalty: 4333.059570
	Iteration 8Q: 3 clusters Score -711038.9 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -711226.875000 Penalty: 4333.059570
	Iteration 9Q: 3 clusters Score -711226.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -711392.125000 Penalty: 4333.059570
	Iteration 10Q: 3 clusters Score -711392.1 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -711554.937500 Penalty: 4333.059570
	Iteration 11Q: 3 clusters Score -711554.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -711683.687500 Penalty: 4333.059570
	Iteration 12Q: 3 clusters Score -711683.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -711775.562500 Penalty: 4333.059570
	Iteration 13Q: 3 clusters Score -711775.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -711845.437500 Penalty: 4333.059570
	Iteration 14Q: 3 clusters Score -711845.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -711900.187500 Penalty: 4333.059570
	Iteration 15Q: 3 clusters Score -711900.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -711941.187500 Penalty: 4333.059570
	Iteration 16Q: 3 clusters Score -711941.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -711977.375000 Penalty: 4333.059570
	Iteration 17Q: 3 clusters Score -711977.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -712006.125000 Penalty: 4333.059570
	Iteration 18Q: 3 clusters Score -712006.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -712038.312500 Penalty: 4333.059570
	Iteration 19Q: 3 clusters Score -712038.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -712071.562500 Penalty: 4333.059570
	Iteration 20F: 3 clusters Score -712071.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -712092.875000 Penalty: 4333.059570
	Iteration 21Q: 3 clusters Score -712092.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -712112.250000 Penalty: 4333.059570
	Iteration 22Q: 3 clusters Score -712112.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -712142.750000 Penalty: 4333.059570
	Iteration 23Q: 3 clusters Score -712142.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -712169.437500 Penalty: 4333.059570
	Iteration 24Q: 3 clusters Score -712169.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -712213.062500 Penalty: 4333.059570
	Iteration 25Q: 3 clusters Score -712213.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -712252.062500 Penalty: 4333.059570
	Iteration 26Q: 3 clusters Score -712252.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -712297.250000 Penalty: 4333.059570
	Iteration 27Q: 3 clusters Score -712297.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -712339.625000 Penalty: 4333.059570
	Iteration 28Q: 3 clusters Score -712339.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -712391.437500 Penalty: 4333.059570
	Iteration 29Q: 3 clusters Score -712391.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -712444.500000 Penalty: 4333.059570
	Iteration 30Q: 3 clusters Score -712444.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -712486.125000 Penalty: 4333.059570
	Iteration 31Q: 3 clusters Score -712486.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -712507.562500 Penalty: 4333.059570
	Iteration 32Q: 3 clusters Score -712507.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -712522.187500 Penalty: 4333.059570
	Iteration 33Q: 3 clusters Score -712522.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -712533.562500 Penalty: 4333.059570
	Iteration 34Q: 3 clusters Score -712533.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -712542.750000 Penalty: 4333.059570
	Iteration 35Q: 3 clusters Score -712542.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -712550.500000 Penalty: 4333.059570
	Iteration 36Q: 3 clusters Score -712550.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -712562.812500 Penalty: 4333.059570
	Iteration 37Q: 3 clusters Score -712562.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -712571.187500 Penalty: 4333.059570
	Iteration 38Q: 3 clusters Score -712571.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -712575.187500 Penalty: 4333.059570
	Iteration 39Q: 3 clusters Score -712575.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -712579.562500 Penalty: 4333.059570
	Iteration 40F: 3 clusters Score -712579.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -712581.437500 Penalty: 4333.059570
	Iteration 41Q: 3 clusters Score -712581.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -712582.000000 Penalty: 4333.059570
	Iteration 42Q: 3 clusters Score -712582 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -712584.937500 Penalty: 4333.059570
	Iteration 43Q: 3 clusters Score -712584.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -712589.250000 Penalty: 4333.059570
	Iteration 44Q: 3 clusters Score -712589.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -712592.250000 Penalty: 4333.059570
	Iteration 45Q: 3 clusters Score -712592.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -712595.250000 Penalty: 4333.059570
	Iteration 46Q: 3 clusters Score -712595.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -712596.125000 Penalty: 4333.059570
	Iteration 47Q: 3 clusters Score -712596.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -712598.437500 Penalty: 4333.059570
	Iteration 48Q: 3 clusters Score -712598.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -712598.062500 Penalty: 4333.059570
	Iteration 49Q: 3 clusters Score -712598.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -712597.687500 Penalty: 4333.059570
	Iteration 50Q: 3 clusters Score -712597.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -712598.687500 Penalty: 4333.059570
	Iteration 51Q: 3 clusters Score -712598.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -712599.750000 Penalty: 4333.059570
	Iteration 52Q: 3 clusters Score -712599.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -712600.000000 Penalty: 4333.059570
	Iteration 53Q: 3 clusters Score -712600 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -712599.500000 Penalty: 4333.059570
	Iteration 54Q: 3 clusters Score -712599.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -712599.500000 Penalty: 4333.059570
	Iteration 55Q: 3 clusters Score -712599.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -712599.500000 Penalty: 4333.059570
	Iteration 56F: 3 clusters Score -712599.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (25977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25977 members 
Entering Unmasked Estep 
Score: -3315543.500000 Penalty: 2520.911621
	Iteration 0F: 2 clusters Score -3315544 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13032 members 
Mstep: Class 2 contains 12945 members 
Entering Unmasked Estep 
Score: -3297729.000000 Penalty: 5041.823242
	Iteration 0F: 3 clusters Score -3297729 nChanged 11466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13302 members 
Mstep: Class 2 contains 12675 members 
Entering Unmasked Estep 
Score: -3304199.000000 Penalty: 5041.823242
	Iteration 1F: 3 clusters Score -3304199 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13522 members 
Mstep: Class 2 contains 12455 members 
Entering Unmasked Estep 
Score: -3304913.750000 Penalty: 5041.823242
	Iteration 2F: 3 clusters Score -3304914 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13785 members 
Mstep: Class 2 contains 12192 members 
Entering Unmasked Estep 
Score: -3305553.000000 Penalty: 5041.823242
	Iteration 3F: 3 clusters Score -3305553 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14104 members 
Mstep: Class 2 contains 11873 members 
Entering Unmasked Estep 
Score: -3306303.000000 Penalty: 5041.823242
	Iteration 4F: 3 clusters Score -3306303 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14451 members 
Mstep: Class 2 contains 11526 members 
Entering Unmasked Estep 
Score: -3307155.750000 Penalty: 5041.823242
	Iteration 5F: 3 clusters Score -3307156 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14775 members 
Mstep: Class 2 contains 11202 members 
Entering Unmasked Estep 
Score: -3307971.750000 Penalty: 5041.823242
	Iteration 6F: 3 clusters Score -3307972 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15097 members 
Mstep: Class 2 contains 10880 members 
Entering Unmasked Estep 
Score: -3308672.250000 Penalty: 5041.823242
	Iteration 7F: 3 clusters Score -3308672 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15349 members 
Mstep: Class 2 contains 10628 members 
Entering Unmasked Estep 
Score: -3309245.000000 Penalty: 5041.823242
	Iteration 8Q: 3 clusters Score -3309245 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15522 members 
Mstep: Class 2 contains 10455 members 
Entering Unmasked Estep 
Score: -3309759.750000 Penalty: 5041.823242
	Iteration 9Q: 3 clusters Score -3309760 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15689 members 
Mstep: Class 2 contains 10288 members 
Entering Unmasked Estep 
Score: -3310195.500000 Penalty: 5041.823242
	Iteration 10Q: 3 clusters Score -3310196 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15794 members 
Mstep: Class 2 contains 10183 members 
Entering Unmasked Estep 
Score: -3310523.500000 Penalty: 5041.823242
	Iteration 11Q: 3 clusters Score -3310524 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15886 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
Score: -3310725.750000 Penalty: 5041.823242
	Iteration 12Q: 3 clusters Score -3310726 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16000 members 
Mstep: Class 2 contains 9977 members 
Entering Unmasked Estep 
Score: -3310895.250000 Penalty: 5041.823242
	Iteration 13Q: 3 clusters Score -3310895 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16116 members 
Mstep: Class 2 contains 9861 members 
Entering Unmasked Estep 
Score: -3311024.250000 Penalty: 5041.823242
	Iteration 14Q: 3 clusters Score -3311024 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16242 members 
Mstep: Class 2 contains 9735 members 
Entering Unmasked Estep 
Score: -3311115.500000 Penalty: 5041.823242
	Iteration 15Q: 3 clusters Score -3311116 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16345 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -3311174.500000 Penalty: 5041.823242
	Iteration 16Q: 3 clusters Score -3311174 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16481 members 
Mstep: Class 2 contains 9496 members 
Entering Unmasked Estep 
Score: -3311221.500000 Penalty: 5041.823242
	Iteration 17Q: 3 clusters Score -3311222 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16636 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -3311294.750000 Penalty: 5041.823242
	Iteration 18Q: 3 clusters Score -3311295 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16790 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -3311355.500000 Penalty: 5041.823242
	Iteration 19Q: 3 clusters Score -3311356 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16964 members 
Mstep: Class 2 contains 9013 members 
Entering Unmasked Estep 
Score: -3311394.500000 Penalty: 5041.823242
	Iteration 20F: 3 clusters Score -3311394 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17151 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -3311444.750000 Penalty: 5041.823242
	Iteration 21Q: 3 clusters Score -3311445 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17347 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -3311515.500000 Penalty: 5041.823242
	Iteration 22Q: 3 clusters Score -3311516 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17567 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -3311576.750000 Penalty: 5041.823242
	Iteration 23Q: 3 clusters Score -3311577 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17789 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -3311614.250000 Penalty: 5041.823242
	Iteration 24Q: 3 clusters Score -3311614 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18022 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -3311677.750000 Penalty: 5041.823242
	Iteration 25Q: 3 clusters Score -3311678 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18249 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -3311724.250000 Penalty: 5041.823242
	Iteration 26Q: 3 clusters Score -3311724 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18481 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -3311769.750000 Penalty: 5041.823242
	Iteration 27Q: 3 clusters Score -3311770 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18722 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -3311830.000000 Penalty: 5041.823242
	Iteration 28Q: 3 clusters Score -3311830 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18982 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -3311898.000000 Penalty: 5041.823242
	Iteration 29Q: 3 clusters Score -3311898 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19256 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -3311983.750000 Penalty: 5041.823242
	Iteration 30Q: 3 clusters Score -3311984 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19559 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -3312065.250000 Penalty: 5041.823242
	Iteration 31Q: 3 clusters Score -3312065 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19867 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -3312159.250000 Penalty: 5041.823242
	Iteration 32Q: 3 clusters Score -3312159 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20198 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -3312262.250000 Penalty: 5041.823242
	Iteration 33Q: 3 clusters Score -3312262 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20537 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -3312375.750000 Penalty: 5041.823242
	Iteration 34Q: 3 clusters Score -3312376 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20879 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -3312484.500000 Penalty: 5041.823242
	Iteration 35Q: 3 clusters Score -3312484 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21260 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -3312636.250000 Penalty: 5041.823242
	Iteration 36Q: 3 clusters Score -3312636 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21607 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -3312744.000000 Penalty: 5041.823242
	Iteration 37Q: 3 clusters Score -3312744 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21955 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -3312866.250000 Penalty: 5041.823242
	Iteration 38Q: 3 clusters Score -3312866 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22315 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -3313015.750000 Penalty: 5041.823242
	Iteration 39Q: 3 clusters Score -3313016 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22690 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -3313203.500000 Penalty: 5041.823242
	Iteration 40F: 3 clusters Score -3313204 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23052 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -3313371.500000 Penalty: 5041.823242
	Iteration 41Q: 3 clusters Score -3313372 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23369 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -3313504.000000 Penalty: 5041.823242
	Iteration 42Q: 3 clusters Score -3313504 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23644 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -3313627.500000 Penalty: 5041.823242
	Iteration 43Q: 3 clusters Score -3313628 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23900 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -3313754.000000 Penalty: 5041.823242
	Iteration 44Q: 3 clusters Score -3313754 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24102 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -3313856.500000 Penalty: 5041.823242
	Iteration 45Q: 3 clusters Score -3313856 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24268 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -3313938.000000 Penalty: 5041.823242
	Iteration 46Q: 3 clusters Score -3313938 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24416 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -3314012.250000 Penalty: 5041.823242
	Iteration 47Q: 3 clusters Score -3314012 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24536 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -3314071.750000 Penalty: 5041.823242
	Iteration 48Q: 3 clusters Score -3314072 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24654 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -3314140.500000 Penalty: 5041.823242
	Iteration 49Q: 3 clusters Score -3314140 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24759 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -3314192.000000 Penalty: 5041.823242
	Iteration 50Q: 3 clusters Score -3314192 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24832 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -3314220.750000 Penalty: 5041.823242
	Iteration 51Q: 3 clusters Score -3314221 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24894 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -3314252.500000 Penalty: 5041.823242
	Iteration 52Q: 3 clusters Score -3314252 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24940 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -3314262.750000 Penalty: 5041.823242
	Iteration 53Q: 3 clusters Score -3314263 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24967 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -3314282.250000 Penalty: 5041.823242
	Iteration 54Q: 3 clusters Score -3314282 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24987 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -3314287.000000 Penalty: 5041.823242
	Iteration 55Q: 3 clusters Score -3314287 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25000 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -3314287.750000 Penalty: 5041.823242
	Iteration 56Q: 3 clusters Score -3314288 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25017 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -3314304.250000 Penalty: 5041.823242
	Iteration 57Q: 3 clusters Score -3314304 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25030 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -3314307.250000 Penalty: 5041.823242
	Iteration 58Q: 3 clusters Score -3314307 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25038 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -3314311.500000 Penalty: 5041.823242
	Iteration 59Q: 3 clusters Score -3314312 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25046 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -3314316.750000 Penalty: 5041.823242
	Iteration 60F: 3 clusters Score -3314317 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25049 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -3314313.000000 Penalty: 5041.823242
	Iteration 61Q: 3 clusters Score -3314313 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25053 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -3314314.750000 Penalty: 5041.823242
	Iteration 62Q: 3 clusters Score -3314315 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25057 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -3314319.500000 Penalty: 5041.823242
	Iteration 63Q: 3 clusters Score -3314320 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25063 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -3314325.000000 Penalty: 5041.823242
	Iteration 64Q: 3 clusters Score -3314325 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25067 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -3314328.500000 Penalty: 5041.823242
	Iteration 65Q: 3 clusters Score -3314328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25068 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -3314325.500000 Penalty: 5041.823242
	Iteration 66Q: 3 clusters Score -3314326 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25069 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -3314327.500000 Penalty: 5041.823242
	Iteration 67Q: 3 clusters Score -3314328 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25069 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -3314327.500000 Penalty: 5041.823242
	Iteration 68F: 3 clusters Score -3314328 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (7492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Entering Unmasked Estep 
Score: -939299.000000 Penalty: 2212.554443
	Iteration 0F: 2 clusters Score -939299 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -933194.750000 Penalty: 4425.108887
	Iteration 0F: 3 clusters Score -933194.8 nChanged 2985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -934777.375000 Penalty: 4425.108887
	Iteration 1F: 3 clusters Score -934777.4 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -935122.875000 Penalty: 4425.108887
	Iteration 2F: 3 clusters Score -935122.9 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -935377.687500 Penalty: 4425.108887
	Iteration 3F: 3 clusters Score -935377.7 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -935582.812500 Penalty: 4425.108887
	Iteration 4F: 3 clusters Score -935582.8 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -935785.437500 Penalty: 4425.108887
	Iteration 5Q: 3 clusters Score -935785.4 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -936023.437500 Penalty: 4425.108887
	Iteration 6Q: 3 clusters Score -936023.4 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -936325.375000 Penalty: 4425.108887
	Iteration 7Q: 3 clusters Score -936325.4 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -936734.125000 Penalty: 4425.108887
	Iteration 8F: 3 clusters Score -936734.1 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -937169.250000 Penalty: 4425.108887
	Iteration 9F: 3 clusters Score -937169.2 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -937586.375000 Penalty: 4425.108887
	Iteration 10F: 3 clusters Score -937586.4 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -937888.500000 Penalty: 4425.108887
	Iteration 11Q: 3 clusters Score -937888.5 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -938103.000000 Penalty: 4425.108887
	Iteration 12Q: 3 clusters Score -938103 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -938278.187500 Penalty: 4425.108887
	Iteration 13Q: 3 clusters Score -938278.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -938446.937500 Penalty: 4425.108887
	Iteration 14Q: 3 clusters Score -938446.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -938584.625000 Penalty: 4425.108887
	Iteration 15Q: 3 clusters Score -938584.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -938731.937500 Penalty: 4425.108887
	Iteration 16Q: 3 clusters Score -938731.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -938852.437500 Penalty: 4425.108887
	Iteration 17Q: 3 clusters Score -938852.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -938946.125000 Penalty: 4425.108887
	Iteration 18Q: 3 clusters Score -938946.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -939002.125000 Penalty: 4425.108887
	Iteration 19Q: 3 clusters Score -939002.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -939044.500000 Penalty: 4425.108887
	Iteration 20F: 3 clusters Score -939044.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -939072.312500 Penalty: 4425.108887
	Iteration 21Q: 3 clusters Score -939072.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -939088.500000 Penalty: 4425.108887
	Iteration 22Q: 3 clusters Score -939088.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -939095.125000 Penalty: 4425.108887
	Iteration 23Q: 3 clusters Score -939095.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -939100.187500 Penalty: 4425.108887
	Iteration 24Q: 3 clusters Score -939100.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -939102.875000 Penalty: 4425.108887
	Iteration 25Q: 3 clusters Score -939102.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -939102.875000 Penalty: 4425.108887
	Iteration 26Q: 3 clusters Score -939102.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -939105.812500 Penalty: 4425.108887
	Iteration 27Q: 3 clusters Score -939105.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -939108.750000 Penalty: 4425.108887
	Iteration 28Q: 3 clusters Score -939108.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -939109.187500 Penalty: 4425.108887
	Iteration 29Q: 3 clusters Score -939109.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -939109.250000 Penalty: 4425.108887
	Iteration 30Q: 3 clusters Score -939109.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -939107.437500 Penalty: 4425.108887
	Iteration 31Q: 3 clusters Score -939107.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -939107.875000 Penalty: 4425.108887
	Iteration 32Q: 3 clusters Score -939107.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -939110.562500 Penalty: 4425.108887
	Iteration 33Q: 3 clusters Score -939110.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -939109.125000 Penalty: 4425.108887
	Iteration 34Q: 3 clusters Score -939109.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -939110.437500 Penalty: 4425.108887
	Iteration 35Q: 3 clusters Score -939110.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -939109.187500 Penalty: 4425.108887
	Iteration 36Q: 3 clusters Score -939109.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -939110.562500 Penalty: 4425.108887
	Iteration 37Q: 3 clusters Score -939110.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -939111.125000 Penalty: 4425.108887
	Iteration 38Q: 3 clusters Score -939111.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -939111.125000 Penalty: 4425.108887
	Iteration 39F: 3 clusters Score -939111.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (19240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19240 members 
Entering Unmasked Estep 
Score: -2265264.000000 Penalty: 2446.457275
	Iteration 0F: 2 clusters Score -2265264 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 9674 members 
Entering Unmasked Estep 
Score: -2251645.000000 Penalty: 4892.914551
	Iteration 0F: 3 clusters Score -2251645 nChanged 8497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 9865 members 
Entering Unmasked Estep 
Score: -2256320.250000 Penalty: 4892.914551
	Iteration 1F: 3 clusters Score -2256320 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -2256782.500000 Penalty: 4892.914551
	Iteration 2F: 3 clusters Score -2256782 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 10241 members 
Entering Unmasked Estep 
Score: -2257149.250000 Penalty: 4892.914551
	Iteration 3F: 3 clusters Score -2257149 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 10447 members 
Entering Unmasked Estep 
Score: -2257457.000000 Penalty: 4892.914551
	Iteration 4Q: 3 clusters Score -2257457 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 10717 members 
Entering Unmasked Estep 
Score: -2257773.750000 Penalty: 4892.914551
	Iteration 5Q: 3 clusters Score -2257774 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 11084 members 
Entering Unmasked Estep 
Score: -2258100.500000 Penalty: 4892.914551
	Iteration 6Q: 3 clusters Score -2258100 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 11545 members 
Entering Unmasked Estep 
Score: -2258460.500000 Penalty: 4892.914551
	Iteration 7Q: 3 clusters Score -2258460 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 12122 members 
Entering Unmasked Estep 
Score: -2258868.500000 Penalty: 4892.914551
	Iteration 8Q: 3 clusters Score -2258868 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 12822 members 
Entering Unmasked Estep 
Score: -2259369.750000 Penalty: 4892.914551
	Iteration 9Q: 3 clusters Score -2259370 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 13605 members 
Entering Unmasked Estep 
Score: -2259946.000000 Penalty: 4892.914551
	Iteration 10Q: 3 clusters Score -2259946 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 14387 members 
Entering Unmasked Estep 
Score: -2260496.500000 Penalty: 4892.914551
	Iteration 11Q: 3 clusters Score -2260496 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 15115 members 
Entering Unmasked Estep 
Score: -2260993.000000 Penalty: 4892.914551
	Iteration 12Q: 3 clusters Score -2260993 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 15812 members 
Entering Unmasked Estep 
Score: -2261475.000000 Penalty: 4892.914551
	Iteration 13Q: 3 clusters Score -2261475 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 16378 members 
Entering Unmasked Estep 
Score: -2261851.250000 Penalty: 4892.914551
	Iteration 14Q: 3 clusters Score -2261851 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 16843 members 
Entering Unmasked Estep 
Score: -2262187.250000 Penalty: 4892.914551
	Iteration 15Q: 3 clusters Score -2262187 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 17238 members 
Entering Unmasked Estep 
Score: -2262481.250000 Penalty: 4892.914551
	Iteration 16Q: 3 clusters Score -2262481 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 17565 members 
Entering Unmasked Estep 
Score: -2262736.750000 Penalty: 4892.914551
	Iteration 17Q: 3 clusters Score -2262737 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 17791 members 
Entering Unmasked Estep 
Score: -2262907.750000 Penalty: 4892.914551
	Iteration 18Q: 3 clusters Score -2262908 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 17958 members 
Entering Unmasked Estep 
Score: -2263014.500000 Penalty: 4892.914551
	Iteration 19Q: 3 clusters Score -2263014 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 18078 members 
Entering Unmasked Estep 
Score: -2263094.500000 Penalty: 4892.914551
	Iteration 20F: 3 clusters Score -2263094 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 18173 members 
Entering Unmasked Estep 
Score: -2263160.500000 Penalty: 4892.914551
	Iteration 21Q: 3 clusters Score -2263160 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 18243 members 
Entering Unmasked Estep 
Score: -2263215.250000 Penalty: 4892.914551
	Iteration 22Q: 3 clusters Score -2263215 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 18295 members 
Entering Unmasked Estep 
Score: -2263256.750000 Penalty: 4892.914551
	Iteration 23Q: 3 clusters Score -2263257 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 18333 members 
Entering Unmasked Estep 
Score: -2263291.750000 Penalty: 4892.914551
	Iteration 24Q: 3 clusters Score -2263292 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 18368 members 
Entering Unmasked Estep 
Score: -2263314.750000 Penalty: 4892.914551
	Iteration 25Q: 3 clusters Score -2263315 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 18397 members 
Entering Unmasked Estep 
Score: -2263328.000000 Penalty: 4892.914551
	Iteration 26Q: 3 clusters Score -2263328 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 18422 members 
Entering Unmasked Estep 
Score: -2263341.500000 Penalty: 4892.914551
	Iteration 27Q: 3 clusters Score -2263342 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 18444 members 
Entering Unmasked Estep 
Score: -2263351.250000 Penalty: 4892.914551
	Iteration 28Q: 3 clusters Score -2263351 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 18460 members 
Entering Unmasked Estep 
Score: -2263362.250000 Penalty: 4892.914551
	Iteration 29Q: 3 clusters Score -2263362 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 18471 members 
Entering Unmasked Estep 
Score: -2263371.250000 Penalty: 4892.914551
	Iteration 30Q: 3 clusters Score -2263371 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 18482 members 
Entering Unmasked Estep 
Score: -2263376.000000 Penalty: 4892.914551
	Iteration 31Q: 3 clusters Score -2263376 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 18492 members 
Entering Unmasked Estep 
Score: -2263386.500000 Penalty: 4892.914551
	Iteration 32Q: 3 clusters Score -2263386 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 18504 members 
Entering Unmasked Estep 
Score: -2263392.000000 Penalty: 4892.914551
	Iteration 33Q: 3 clusters Score -2263392 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 18509 members 
Entering Unmasked Estep 
Score: -2263398.500000 Penalty: 4892.914551
	Iteration 34Q: 3 clusters Score -2263398 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 18514 members 
Entering Unmasked Estep 
Score: -2263398.750000 Penalty: 4892.914551
	Iteration 35Q: 3 clusters Score -2263399 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 18519 members 
Entering Unmasked Estep 
Score: -2263403.500000 Penalty: 4892.914551
	Iteration 36Q: 3 clusters Score -2263404 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 18526 members 
Entering Unmasked Estep 
Score: -2263405.250000 Penalty: 4892.914551
	Iteration 37Q: 3 clusters Score -2263405 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 18528 members 
Entering Unmasked Estep 
Score: -2263407.250000 Penalty: 4892.914551
	Iteration 38Q: 3 clusters Score -2263407 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 18529 members 
Entering Unmasked Estep 
Score: -2263406.500000 Penalty: 4892.914551
	Iteration 39Q: 3 clusters Score -2263406 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 18529 members 
Entering Unmasked Estep 
Score: -2263406.750000 Penalty: 4892.914551
	Iteration 40F: 3 clusters Score -2263407 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 18530 members 
Entering Unmasked Estep 
Score: -2263407.500000 Penalty: 4892.914551
	Iteration 41Q: 3 clusters Score -2263408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 18532 members 
Entering Unmasked Estep 
Score: -2263409.000000 Penalty: 4892.914551
	Iteration 42Q: 3 clusters Score -2263409 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 18536 members 
Entering Unmasked Estep 
Score: -2263408.000000 Penalty: 4892.914551
	Iteration 43Q: 3 clusters Score -2263408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 18539 members 
Entering Unmasked Estep 
Score: -2263412.750000 Penalty: 4892.914551
	Iteration 44Q: 3 clusters Score -2263413 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 18541 members 
Entering Unmasked Estep 
Score: -2263415.500000 Penalty: 4892.914551
	Iteration 45Q: 3 clusters Score -2263416 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 18544 members 
Entering Unmasked Estep 
Score: -2263415.500000 Penalty: 4892.914551
	Iteration 46Q: 3 clusters Score -2263416 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 18550 members 
Entering Unmasked Estep 
Score: -2263420.000000 Penalty: 4892.914551
	Iteration 47Q: 3 clusters Score -2263420 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 18552 members 
Entering Unmasked Estep 
Score: -2263422.000000 Penalty: 4892.914551
	Iteration 48Q: 3 clusters Score -2263422 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 18556 members 
Entering Unmasked Estep 
Score: -2263424.500000 Penalty: 4892.914551
	Iteration 49Q: 3 clusters Score -2263424 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 18560 members 
Entering Unmasked Estep 
Score: -2263426.000000 Penalty: 4892.914551
	Iteration 50Q: 3 clusters Score -2263426 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 18562 members 
Entering Unmasked Estep 
Score: -2263424.750000 Penalty: 4892.914551
	Iteration 51Q: 3 clusters Score -2263425 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 18563 members 
Entering Unmasked Estep 
Score: -2263424.250000 Penalty: 4892.914551
	Iteration 52Q: 3 clusters Score -2263424 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 18563 members 
Entering Unmasked Estep 
Score: -2263424.250000 Penalty: 4892.914551
	Iteration 53F: 3 clusters Score -2263424 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (5254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Entering Unmasked Estep 
Score: -678483.125000 Penalty: 2124.552734
	Iteration 0F: 2 clusters Score -678483.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -673777.312500 Penalty: 4249.105469
	Iteration 0F: 3 clusters Score -673777.3 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -674936.312500 Penalty: 4249.105469
	Iteration 1F: 3 clusters Score -674936.3 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -675146.375000 Penalty: 4249.105469
	Iteration 2F: 3 clusters Score -675146.4 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -675284.500000 Penalty: 4249.105469
	Iteration 3Q: 3 clusters Score -675284.5 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -675372.875000 Penalty: 4249.105469
	Iteration 4Q: 3 clusters Score -675372.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -675447.062500 Penalty: 4249.105469
	Iteration 5Q: 3 clusters Score -675447.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -675528.437500 Penalty: 4249.105469
	Iteration 6Q: 3 clusters Score -675528.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -675613.937500 Penalty: 4249.105469
	Iteration 7Q: 3 clusters Score -675613.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -675688.062500 Penalty: 4249.105469
	Iteration 8Q: 3 clusters Score -675688.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -675770.750000 Penalty: 4249.105469
	Iteration 9Q: 3 clusters Score -675770.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -675838.562500 Penalty: 4249.105469
	Iteration 10Q: 3 clusters Score -675838.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -675896.812500 Penalty: 4249.105469
	Iteration 11Q: 3 clusters Score -675896.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -675968.812500 Penalty: 4249.105469
	Iteration 12Q: 3 clusters Score -675968.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -676045.562500 Penalty: 4249.105469
	Iteration 13Q: 3 clusters Score -676045.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -676111.562500 Penalty: 4249.105469
	Iteration 14Q: 3 clusters Score -676111.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -676167.437500 Penalty: 4249.105469
	Iteration 15Q: 3 clusters Score -676167.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -676224.437500 Penalty: 4249.105469
	Iteration 16Q: 3 clusters Score -676224.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -676277.937500 Penalty: 4249.105469
	Iteration 17Q: 3 clusters Score -676277.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -676338.125000 Penalty: 4249.105469
	Iteration 18Q: 3 clusters Score -676338.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -676419.937500 Penalty: 4249.105469
	Iteration 19Q: 3 clusters Score -676419.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -676500.437500 Penalty: 4249.105469
	Iteration 20F: 3 clusters Score -676500.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -676607.750000 Penalty: 4249.105469
	Iteration 21Q: 3 clusters Score -676607.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -676708.437500 Penalty: 4249.105469
	Iteration 22Q: 3 clusters Score -676708.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -676816.437500 Penalty: 4249.105469
	Iteration 23Q: 3 clusters Score -676816.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -676892.875000 Penalty: 4249.105469
	Iteration 24Q: 3 clusters Score -676892.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -676970.750000 Penalty: 4249.105469
	Iteration 25Q: 3 clusters Score -676970.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -677024.187500 Penalty: 4249.105469
	Iteration 26Q: 3 clusters Score -677024.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -677067.687500 Penalty: 4249.105469
	Iteration 27Q: 3 clusters Score -677067.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -677107.750000 Penalty: 4249.105469
	Iteration 28Q: 3 clusters Score -677107.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -677136.062500 Penalty: 4249.105469
	Iteration 29Q: 3 clusters Score -677136.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -677162.562500 Penalty: 4249.105469
	Iteration 30Q: 3 clusters Score -677162.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -677178.000000 Penalty: 4249.105469
	Iteration 31Q: 3 clusters Score -677178 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -677185.500000 Penalty: 4249.105469
	Iteration 32Q: 3 clusters Score -677185.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -677192.562500 Penalty: 4249.105469
	Iteration 33Q: 3 clusters Score -677192.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -677205.437500 Penalty: 4249.105469
	Iteration 34Q: 3 clusters Score -677205.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -677213.562500 Penalty: 4249.105469
	Iteration 35Q: 3 clusters Score -677213.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -677217.562500 Penalty: 4249.105469
	Iteration 36Q: 3 clusters Score -677217.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -677224.500000 Penalty: 4249.105469
	Iteration 37Q: 3 clusters Score -677224.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -677229.875000 Penalty: 4249.105469
	Iteration 38Q: 3 clusters Score -677229.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -677232.125000 Penalty: 4249.105469
	Iteration 39Q: 3 clusters Score -677232.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -677236.187500 Penalty: 4249.105469
	Iteration 40F: 3 clusters Score -677236.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -677243.125000 Penalty: 4249.105469
	Iteration 41Q: 3 clusters Score -677243.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -677250.062500 Penalty: 4249.105469
	Iteration 42Q: 3 clusters Score -677250.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -677251.000000 Penalty: 4249.105469
	Iteration 43Q: 3 clusters Score -677251 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -677254.875000 Penalty: 4249.105469
	Iteration 44Q: 3 clusters Score -677254.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -677258.875000 Penalty: 4249.105469
	Iteration 45Q: 3 clusters Score -677258.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -677260.625000 Penalty: 4249.105469
	Iteration 46Q: 3 clusters Score -677260.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -677260.437500 Penalty: 4249.105469
	Iteration 47Q: 3 clusters Score -677260.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -677260.625000 Penalty: 4249.105469
	Iteration 48Q: 3 clusters Score -677260.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -677264.750000 Penalty: 4249.105469
	Iteration 49Q: 3 clusters Score -677264.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -677268.000000 Penalty: 4249.105469
	Iteration 50Q: 3 clusters Score -677268 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -677272.812500 Penalty: 4249.105469
	Iteration 51Q: 3 clusters Score -677272.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -677276.250000 Penalty: 4249.105469
	Iteration 52Q: 3 clusters Score -677276.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -677280.250000 Penalty: 4249.105469
	Iteration 53Q: 3 clusters Score -677280.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -677284.375000 Penalty: 4249.105469
	Iteration 54Q: 3 clusters Score -677284.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -677289.187500 Penalty: 4249.105469
	Iteration 55Q: 3 clusters Score -677289.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -677297.187500 Penalty: 4249.105469
	Iteration 56Q: 3 clusters Score -677297.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -677302.250000 Penalty: 4249.105469
	Iteration 57Q: 3 clusters Score -677302.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -677306.687500 Penalty: 4249.105469
	Iteration 58Q: 3 clusters Score -677306.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -677311.687500 Penalty: 4249.105469
	Iteration 59Q: 3 clusters Score -677311.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -677317.562500 Penalty: 4249.105469
	Iteration 60F: 3 clusters Score -677317.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -677321.437500 Penalty: 4249.105469
	Iteration 61Q: 3 clusters Score -677321.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -677324.500000 Penalty: 4249.105469
	Iteration 62Q: 3 clusters Score -677324.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -677329.000000 Penalty: 4249.105469
	Iteration 63Q: 3 clusters Score -677329 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -677332.500000 Penalty: 4249.105469
	Iteration 64Q: 3 clusters Score -677332.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -677335.062500 Penalty: 4249.105469
	Iteration 65Q: 3 clusters Score -677335.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -677336.937500 Penalty: 4249.105469
	Iteration 66Q: 3 clusters Score -677336.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -677340.625000 Penalty: 4249.105469
	Iteration 67Q: 3 clusters Score -677340.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -677338.375000 Penalty: 4249.105469
	Iteration 68Q: 3 clusters Score -677338.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -677339.875000 Penalty: 4249.105469
	Iteration 69Q: 3 clusters Score -677339.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -677340.750000 Penalty: 4249.105469
	Iteration 70Q: 3 clusters Score -677340.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -677342.187500 Penalty: 4249.105469
	Iteration 71Q: 3 clusters Score -677342.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -677342.625000 Penalty: 4249.105469
	Iteration 72Q: 3 clusters Score -677342.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -677344.500000 Penalty: 4249.105469
	Iteration 73Q: 3 clusters Score -677344.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -677344.500000 Penalty: 4249.105469
	Iteration 74F: 3 clusters Score -677344.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (17563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17563 members 
Entering Unmasked Estep 
Score: -2242117.250000 Penalty: 2423.840332
	Iteration 0F: 2 clusters Score -2242117 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -2229714.500000 Penalty: 4847.680664
	Iteration 0F: 3 clusters Score -2229714 nChanged 7565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -2233595.750000 Penalty: 4847.680664
	Iteration 1F: 3 clusters Score -2233596 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -2233942.500000 Penalty: 4847.680664
	Iteration 2F: 3 clusters Score -2233942 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -2234223.500000 Penalty: 4847.680664
	Iteration 3Q: 3 clusters Score -2234224 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -2234488.250000 Penalty: 4847.680664
	Iteration 4Q: 3 clusters Score -2234488 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -2234753.000000 Penalty: 4847.680664
	Iteration 5Q: 3 clusters Score -2234753 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 10273 members 
Entering Unmasked Estep 
Score: -2235020.250000 Penalty: 4847.680664
	Iteration 6Q: 3 clusters Score -2235020 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 10860 members 
Entering Unmasked Estep 
Score: -2235361.250000 Penalty: 4847.680664
	Iteration 7Q: 3 clusters Score -2235361 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 11590 members 
Entering Unmasked Estep 
Score: -2235796.750000 Penalty: 4847.680664
	Iteration 8Q: 3 clusters Score -2235797 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 12415 members 
Entering Unmasked Estep 
Score: -2236352.500000 Penalty: 4847.680664
	Iteration 9F: 3 clusters Score -2236352 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 13353 members 
Entering Unmasked Estep 
Score: -2237073.250000 Penalty: 4847.680664
	Iteration 10F: 3 clusters Score -2237073 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 14290 members 
Entering Unmasked Estep 
Score: -2237810.250000 Penalty: 4847.680664
	Iteration 11F: 3 clusters Score -2237810 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 15145 members 
Entering Unmasked Estep 
Score: -2238541.500000 Penalty: 4847.680664
	Iteration 12F: 3 clusters Score -2238542 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 15779 members 
Entering Unmasked Estep 
Score: -2239117.000000 Penalty: 4847.680664
	Iteration 13Q: 3 clusters Score -2239117 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 16180 members 
Entering Unmasked Estep 
Score: -2239495.000000 Penalty: 4847.680664
	Iteration 14Q: 3 clusters Score -2239495 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 16446 members 
Entering Unmasked Estep 
Score: -2239724.500000 Penalty: 4847.680664
	Iteration 15Q: 3 clusters Score -2239724 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 16610 members 
Entering Unmasked Estep 
Score: -2239872.000000 Penalty: 4847.680664
	Iteration 16Q: 3 clusters Score -2239872 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 16725 members 
Entering Unmasked Estep 
Score: -2239983.750000 Penalty: 4847.680664
	Iteration 17Q: 3 clusters Score -2239984 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 16790 members 
Entering Unmasked Estep 
Score: -2240058.500000 Penalty: 4847.680664
	Iteration 18Q: 3 clusters Score -2240058 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 16836 members 
Entering Unmasked Estep 
Score: -2240104.250000 Penalty: 4847.680664
	Iteration 19Q: 3 clusters Score -2240104 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 16874 members 
Entering Unmasked Estep 
Score: -2240140.750000 Penalty: 4847.680664
	Iteration 20F: 3 clusters Score -2240141 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 16894 members 
Entering Unmasked Estep 
Score: -2240166.750000 Penalty: 4847.680664
	Iteration 21Q: 3 clusters Score -2240167 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 16915 members 
Entering Unmasked Estep 
Score: -2240185.000000 Penalty: 4847.680664
	Iteration 22Q: 3 clusters Score -2240185 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 16934 members 
Entering Unmasked Estep 
Score: -2240220.000000 Penalty: 4847.680664
	Iteration 23Q: 3 clusters Score -2240220 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 16956 members 
Entering Unmasked Estep 
Score: -2240243.000000 Penalty: 4847.680664
	Iteration 24Q: 3 clusters Score -2240243 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 16964 members 
Entering Unmasked Estep 
Score: -2240255.250000 Penalty: 4847.680664
	Iteration 25Q: 3 clusters Score -2240255 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 16975 members 
Entering Unmasked Estep 
Score: -2240270.750000 Penalty: 4847.680664
	Iteration 26Q: 3 clusters Score -2240271 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 16989 members 
Entering Unmasked Estep 
Score: -2240289.000000 Penalty: 4847.680664
	Iteration 27Q: 3 clusters Score -2240289 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 17003 members 
Entering Unmasked Estep 
Score: -2240308.500000 Penalty: 4847.680664
	Iteration 28Q: 3 clusters Score -2240308 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 17011 members 
Entering Unmasked Estep 
Score: -2240322.000000 Penalty: 4847.680664
	Iteration 29Q: 3 clusters Score -2240322 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 17017 members 
Entering Unmasked Estep 
Score: -2240336.250000 Penalty: 4847.680664
	Iteration 30Q: 3 clusters Score -2240336 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 17019 members 
Entering Unmasked Estep 
Score: -2240342.500000 Penalty: 4847.680664
	Iteration 31Q: 3 clusters Score -2240342 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 17022 members 
Entering Unmasked Estep 
Score: -2240350.250000 Penalty: 4847.680664
	Iteration 32Q: 3 clusters Score -2240350 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 17023 members 
Entering Unmasked Estep 
Score: -2240351.750000 Penalty: 4847.680664
	Iteration 33Q: 3 clusters Score -2240352 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 17027 members 
Entering Unmasked Estep 
Score: -2240359.500000 Penalty: 4847.680664
	Iteration 34Q: 3 clusters Score -2240360 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 17028 members 
Entering Unmasked Estep 
Score: -2240365.750000 Penalty: 4847.680664
	Iteration 35Q: 3 clusters Score -2240366 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 17026 members 
Entering Unmasked Estep 
Score: -2240367.750000 Penalty: 4847.680664
	Iteration 36Q: 3 clusters Score -2240368 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 17026 members 
Entering Unmasked Estep 
Score: -2240367.750000 Penalty: 4847.680664
	Iteration 37F: 3 clusters Score -2240368 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (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: -65792.953125 Penalty: 1511.205322
	Iteration 0F: 2 clusters Score -65792.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -64343.546875 Penalty: 3022.410645
	Iteration 0F: 3 clusters Score -64343.55 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -64539.828125 Penalty: 3022.410645
	Iteration 1F: 3 clusters Score -64539.83 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -64711.515625 Penalty: 3022.410645
	Iteration 2F: 3 clusters Score -64711.52 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -64899.472656 Penalty: 3022.410645
	Iteration 3F: 3 clusters Score -64899.47 nChanged 22
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: -65035.503906 Penalty: 3022.410645
	Iteration 4Q: 3 clusters Score -65035.5 nChanged 16
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: -65108.191406 Penalty: 3022.410645
	Iteration 5Q: 3 clusters Score -65108.19 nChanged 10
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: -65152.132812 Penalty: 3022.410645
	Iteration 6Q: 3 clusters Score -65152.13 nChanged 7
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: -65175.996094 Penalty: 3022.410645
	Iteration 7Q: 3 clusters Score -65176 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -65197.304688 Penalty: 3022.410645
	Iteration 8Q: 3 clusters Score -65197.3 nChanged 4
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: -65249.285156 Penalty: 3022.410645
	Iteration 9Q: 3 clusters Score -65249.29 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -65417.089844 Penalty: 3022.410645
	Iteration 10Q: 3 clusters Score -65417.09 nChanged 7
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: -65456.484375 Penalty: 3022.410645
	Iteration 11Q: 3 clusters Score -65456.48 nChanged 8
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: -65499.839844 Penalty: 3022.410645
	Iteration 12Q: 3 clusters Score -65499.84 nChanged 6
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: -65525.191406 Penalty: 3022.410645
	Iteration 13Q: 3 clusters Score -65525.19 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -65570.226562 Penalty: 3022.410645
	Iteration 14Q: 3 clusters Score -65570.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -65621.757812 Penalty: 3022.410645
	Iteration 15Q: 3 clusters Score -65621.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -65680.140625 Penalty: 3022.410645
	Iteration 16Q: 3 clusters Score -65680.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -65751.710938 Penalty: 3022.410645
	Iteration 17Q: 3 clusters Score -65751.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -65837.671875 Penalty: 3022.410645
	Iteration 18Q: 3 clusters Score -65837.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -65913.351562 Penalty: 3022.410645
	Iteration 19Q: 3 clusters Score -65913.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -65931.210938 Penalty: 3022.410645
	Iteration 20F: 3 clusters Score -65931.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 2522 members 
Mstep: Class 3 contains 4147 members 
Mstep: Class 4 contains 12070 members 
Mstep: Class 5 contains 3187 members 
Mstep: Class 6 contains 2553 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7708 members 
Mstep: Class 9 contains 172809 members 
Mstep: Class 10 contains 8511 members 
Mstep: Class 11 contains 3817 members 
Mstep: Class 12 contains 23259 members 
Mstep: Class 13 contains 4031 members 
Mstep: Class 14 contains 6796 members 
Mstep: Class 15 contains 178708 members 
Mstep: Class 16 contains 216582 members 
Mstep: Class 17 contains 11687 members 
Mstep: Class 18 contains 29533 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4180 members 
Mstep: Class 21 contains 21804 members 
Mstep: Class 22 contains 51477 members 
Mstep: Class 23 contains 4483 members 
Mstep: Class 24 contains 1049 members 
Mstep: Class 25 contains 39521 members 
Mstep: Class 26 contains 37631 members 
Mstep: Class 27 contains 6223 members 
Mstep: Class 28 contains 25977 members 
Mstep: Class 29 contains 7492 members 
Mstep: Class 30 contains 19240 members 
Mstep: Class 31 contains 5254 members 
Mstep: Class 32 contains 17563 members 
Mstep: Class 33 contains 241 members 
Mstep: Class 34 contains 11731 members 
Mstep: Class 35 contains 61437 members 
Mstep: Class 36 contains 26500 members 
Mstep: Class 37 contains 7333 members 
Mstep: Class 38 contains 252 members 
Mstep: Class 39 contains 3645 members 
Mstep: Class 40 contains 2901 members 
Mstep: Class 41 contains 28540 members 
Mstep: Class 42 contains 11212 members 
Mstep: Class 43 contains 481 members 
Mstep: Class 44 contains 2848 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10318 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27558 members 
Mstep: Class 49 contains 7951 members 
Mstep: Class 50 contains 312 members 
Mstep: Class 51 contains 28289 members 
Mstep: Class 52 contains 248 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 366 members 
Mstep: Class 56 contains 1130 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 404 members 
Mstep: Class 59 contains 911 members 
Mstep: Class 60 contains 337 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 332 members 
Mstep: Class 63 contains 1077 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 667 members 
Mstep: Class 67 contains 611 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 306 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 436 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1692 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2085 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 193 members 
Mstep: Class 79 contains 944 members 
Mstep: Class 80 contains 1274 members 
Mstep: Class 81 contains 202 members 
Entering Unmasked Estep 
Score: -147543440.000000 Penalty: 280990.781250
Splitting cluster 33 changes total score from -147544928.000000 to -147543440.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 34 (11731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11731 members 
Entering Unmasked Estep 
Score: -1477054.750000 Penalty: 2323.757568
	Iteration 0F: 2 clusters Score -1477055 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -1468189.750000 Penalty: 4647.515137
	Iteration 0F: 3 clusters Score -1468190 nChanged 5015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -1470866.875000 Penalty: 4647.515137
	Iteration 1F: 3 clusters Score -1470867 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -1471183.000000 Penalty: 4647.515137
	Iteration 2F: 3 clusters Score -1471183 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -1471478.875000 Penalty: 4647.515137
	Iteration 3F: 3 clusters Score -1471479 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -1471724.500000 Penalty: 4647.515137
	Iteration 4Q: 3 clusters Score -1471724 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -1471915.875000 Penalty: 4647.515137
	Iteration 5Q: 3 clusters Score -1471916 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -1472067.000000 Penalty: 4647.515137
	Iteration 6Q: 3 clusters Score -1472067 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -1472217.875000 Penalty: 4647.515137
	Iteration 7Q: 3 clusters Score -1472218 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -1472366.500000 Penalty: 4647.515137
	Iteration 8Q: 3 clusters Score -1472366 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -1472496.500000 Penalty: 4647.515137
	Iteration 9Q: 3 clusters Score -1472496 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -1472619.875000 Penalty: 4647.515137
	Iteration 10Q: 3 clusters Score -1472620 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -1472747.500000 Penalty: 4647.515137
	Iteration 11Q: 3 clusters Score -1472748 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -1472890.625000 Penalty: 4647.515137
	Iteration 12Q: 3 clusters Score -1472891 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -1473041.875000 Penalty: 4647.515137
	Iteration 13Q: 3 clusters Score -1473042 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -1473180.000000 Penalty: 4647.515137
	Iteration 14Q: 3 clusters Score -1473180 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -1473351.750000 Penalty: 4647.515137
	Iteration 15Q: 3 clusters Score -1473352 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -1473521.000000 Penalty: 4647.515137
	Iteration 16Q: 3 clusters Score -1473521 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -1473660.500000 Penalty: 4647.515137
	Iteration 17Q: 3 clusters Score -1473660 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -1473793.625000 Penalty: 4647.515137
	Iteration 18Q: 3 clusters Score -1473794 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9458 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -1473934.750000 Penalty: 4647.515137
	Iteration 19Q: 3 clusters Score -1473935 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9701 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -1474076.500000 Penalty: 4647.515137
	Iteration 20F: 3 clusters Score -1474076 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9927 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -1474210.250000 Penalty: 4647.515137
	Iteration 21Q: 3 clusters Score -1474210 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10125 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -1474338.500000 Penalty: 4647.515137
	Iteration 22Q: 3 clusters Score -1474338 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10300 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -1474455.375000 Penalty: 4647.515137
	Iteration 23Q: 3 clusters Score -1474455 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10449 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -1474573.500000 Penalty: 4647.515137
	Iteration 24Q: 3 clusters Score -1474574 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10599 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1474716.500000 Penalty: 4647.515137
	Iteration 25Q: 3 clusters Score -1474716 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10716 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -1474828.375000 Penalty: 4647.515137
	Iteration 26Q: 3 clusters Score -1474828 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10811 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1474916.125000 Penalty: 4647.515137
	Iteration 27Q: 3 clusters Score -1474916 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10872 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1474982.000000 Penalty: 4647.515137
	Iteration 28Q: 3 clusters Score -1474982 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -1475045.875000 Penalty: 4647.515137
	Iteration 29Q: 3 clusters Score -1475046 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10974 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -1475092.500000 Penalty: 4647.515137
	Iteration 30Q: 3 clusters Score -1475092 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11008 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1475118.625000 Penalty: 4647.515137
	Iteration 31Q: 3 clusters Score -1475119 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11035 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -1475146.000000 Penalty: 4647.515137
	Iteration 32Q: 3 clusters Score -1475146 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11049 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -1475163.125000 Penalty: 4647.515137
	Iteration 33Q: 3 clusters Score -1475163 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11064 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -1475170.000000 Penalty: 4647.515137
	Iteration 34Q: 3 clusters Score -1475170 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11077 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -1475181.875000 Penalty: 4647.515137
	Iteration 35Q: 3 clusters Score -1475182 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11087 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -1475194.250000 Penalty: 4647.515137
	Iteration 36Q: 3 clusters Score -1475194 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11100 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1475204.000000 Penalty: 4647.515137
	Iteration 37Q: 3 clusters Score -1475204 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11109 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -1475211.000000 Penalty: 4647.515137
	Iteration 38Q: 3 clusters Score -1475211 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11118 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -1475216.750000 Penalty: 4647.515137
	Iteration 39Q: 3 clusters Score -1475217 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11128 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -1475222.875000 Penalty: 4647.515137
	Iteration 40F: 3 clusters Score -1475223 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11135 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -1475227.875000 Penalty: 4647.515137
	Iteration 41Q: 3 clusters Score -1475228 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11139 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -1475233.500000 Penalty: 4647.515137
	Iteration 42Q: 3 clusters Score -1475234 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11138 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1475236.500000 Penalty: 4647.515137
	Iteration 43Q: 3 clusters Score -1475236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11138 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1475239.250000 Penalty: 4647.515137
	Iteration 44Q: 3 clusters Score -1475239 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11138 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1475239.000000 Penalty: 4647.515137
	Iteration 45Q: 3 clusters Score -1475239 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11140 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -1475239.625000 Penalty: 4647.515137
	Iteration 46Q: 3 clusters Score -1475240 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11141 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -1475238.750000 Penalty: 4647.515137
	Iteration 47Q: 3 clusters Score -1475239 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11141 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -1475238.750000 Penalty: 4647.515137
	Iteration 48F: 3 clusters Score -1475239 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (61437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61437 members 
Entering Unmasked Estep 
Score: -7816893.000000 Penalty: 2734.390381
	Iteration 0F: 2 clusters Score -7816893 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30739 members 
Mstep: Class 2 contains 30698 members 
Entering Unmasked Estep 
Score: -7775480.000000 Penalty: 5468.780762
	Iteration 0F: 3 clusters Score -7775480 nChanged 28707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31622 members 
Mstep: Class 2 contains 29815 members 
Entering Unmasked Estep 
Score: -7791609.000000 Penalty: 5468.780762
	Iteration 1F: 3 clusters Score -7791609 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32211 members 
Mstep: Class 2 contains 29226 members 
Entering Unmasked Estep 
Score: -7792246.000000 Penalty: 5468.780762
	Iteration 2Q: 3 clusters Score -7792246 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33081 members 
Mstep: Class 2 contains 28356 members 
Entering Unmasked Estep 
Score: -7792906.500000 Penalty: 5468.780762
	Iteration 3Q: 3 clusters Score -7792906 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34293 members 
Mstep: Class 2 contains 27144 members 
Entering Unmasked Estep 
Score: -7793717.000000 Penalty: 5468.780762
	Iteration 4Q: 3 clusters Score -7793717 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36042 members 
Mstep: Class 2 contains 25395 members 
Entering Unmasked Estep 
Score: -7794716.000000 Penalty: 5468.780762
	Iteration 5Q: 3 clusters Score -7794716 nChanged 3092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38474 members 
Mstep: Class 2 contains 22963 members 
Entering Unmasked Estep 
Score: -7796208.500000 Penalty: 5468.780762
	Iteration 6F: 3 clusters Score -7796208 nChanged 3634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41596 members 
Mstep: Class 2 contains 19841 members 
Entering Unmasked Estep 
Score: -7798431.500000 Penalty: 5468.780762
	Iteration 7F: 3 clusters Score -7798432 nChanged 4178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45438 members 
Mstep: Class 2 contains 15999 members 
Entering Unmasked Estep 
Score: -7801553.500000 Penalty: 5468.780762
	Iteration 8F: 3 clusters Score -7801554 nChanged 4259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49447 members 
Mstep: Class 2 contains 11990 members 
Entering Unmasked Estep 
Score: -7805220.500000 Penalty: 5468.780762
	Iteration 9F: 3 clusters Score -7805220 nChanged 3669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52950 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -7808404.500000 Penalty: 5468.780762
	Iteration 10F: 3 clusters Score -7808404 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55525 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -7810750.500000 Penalty: 5468.780762
	Iteration 11Q: 3 clusters Score -7810750 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57195 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -7812302.000000 Penalty: 5468.780762
	Iteration 12Q: 3 clusters Score -7812302 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58204 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -7813310.000000 Penalty: 5468.780762
	Iteration 13Q: 3 clusters Score -7813310 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58788 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -7813986.000000 Penalty: 5468.780762
	Iteration 14Q: 3 clusters Score -7813986 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59124 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -7814466.000000 Penalty: 5468.780762
	Iteration 15Q: 3 clusters Score -7814466 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59308 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -7814771.000000 Penalty: 5468.780762
	Iteration 16Q: 3 clusters Score -7814771 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59412 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -7814873.000000 Penalty: 5468.780762
	Iteration 17Q: 3 clusters Score -7814873 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59493 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -7814944.000000 Penalty: 5468.780762
	Iteration 18Q: 3 clusters Score -7814944 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59547 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -7814989.000000 Penalty: 5468.780762
	Iteration 19Q: 3 clusters Score -7814989 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59591 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -7814992.500000 Penalty: 5468.780762
	Iteration 20F: 3 clusters Score -7814992 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59627 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -7815024.000000 Penalty: 5468.780762
	Iteration 21Q: 3 clusters Score -7815024 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59662 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -7815040.500000 Penalty: 5468.780762
	Iteration 22Q: 3 clusters Score -7815040 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59677 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -7815057.500000 Penalty: 5468.780762
	Iteration 23Q: 3 clusters Score -7815058 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59692 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -7815063.500000 Penalty: 5468.780762
	Iteration 24Q: 3 clusters Score -7815064 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59703 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -7815052.000000 Penalty: 5468.780762
	Iteration 25Q: 3 clusters Score -7815052 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59714 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -7815056.000000 Penalty: 5468.780762
	Iteration 26Q: 3 clusters Score -7815056 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59726 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -7815069.000000 Penalty: 5468.780762
	Iteration 27Q: 3 clusters Score -7815069 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59737 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -7815064.500000 Penalty: 5468.780762
	Iteration 28Q: 3 clusters Score -7815064 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59738 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -7815070.500000 Penalty: 5468.780762
	Iteration 29Q: 3 clusters Score -7815070 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59745 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -7815092.000000 Penalty: 5468.780762
	Iteration 30Q: 3 clusters Score -7815092 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59757 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -7815074.000000 Penalty: 5468.780762
	Iteration 31Q: 3 clusters Score -7815074 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59766 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -7815090.000000 Penalty: 5468.780762
	Iteration 32Q: 3 clusters Score -7815090 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59774 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -7815087.500000 Penalty: 5468.780762
	Iteration 33Q: 3 clusters Score -7815088 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59777 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -7815085.000000 Penalty: 5468.780762
	Iteration 34Q: 3 clusters Score -7815085 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59785 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -7815086.000000 Penalty: 5468.780762
	Iteration 35Q: 3 clusters Score -7815086 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59788 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -7815087.500000 Penalty: 5468.780762
	Iteration 36Q: 3 clusters Score -7815088 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59790 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -7815087.500000 Penalty: 5468.780762
	Iteration 37Q: 3 clusters Score -7815088 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59788 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -7815096.000000 Penalty: 5468.780762
	Iteration 38Q: 3 clusters Score -7815096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59787 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -7815094.500000 Penalty: 5468.780762
	Iteration 39Q: 3 clusters Score -7815094 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59786 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -7815093.000000 Penalty: 5468.780762
	Iteration 40F: 3 clusters Score -7815093 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (26500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26500 members 
Entering Unmasked Estep 
Score: -3338668.000000 Penalty: 2525.855225
	Iteration 0F: 2 clusters Score -3338668 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13298 members 
Mstep: Class 2 contains 13202 members 
Entering Unmasked Estep 
Score: -3320457.500000 Penalty: 5051.710449
	Iteration 0F: 3 clusters Score -3320458 nChanged 11748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13250 members 
Mstep: Class 2 contains 13250 members 
Entering Unmasked Estep 
Score: -3326954.000000 Penalty: 5051.710449
	Iteration 1F: 3 clusters Score -3326954 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13269 members 
Mstep: Class 2 contains 13231 members 
Entering Unmasked Estep 
Score: -3327590.500000 Penalty: 5051.710449
	Iteration 2F: 3 clusters Score -3327590 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13257 members 
Mstep: Class 2 contains 13243 members 
Entering Unmasked Estep 
Score: -3328279.250000 Penalty: 5051.710449
	Iteration 3F: 3 clusters Score -3328279 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13259 members 
Mstep: Class 2 contains 13241 members 
Entering Unmasked Estep 
Score: -3329121.000000 Penalty: 5051.710449
	Iteration 4F: 3 clusters Score -3329121 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13314 members 
Mstep: Class 2 contains 13186 members 
Entering Unmasked Estep 
Score: -3330279.000000 Penalty: 5051.710449
	Iteration 5F: 3 clusters Score -3330279 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13446 members 
Mstep: Class 2 contains 13054 members 
Entering Unmasked Estep 
Score: -3331678.250000 Penalty: 5051.710449
	Iteration 6F: 3 clusters Score -3331678 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13630 members 
Mstep: Class 2 contains 12870 members 
Entering Unmasked Estep 
Score: -3333224.500000 Penalty: 5051.710449
	Iteration 7F: 3 clusters Score -3333224 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13946 members 
Mstep: Class 2 contains 12554 members 
Entering Unmasked Estep 
Score: -3334711.250000 Penalty: 5051.710449
	Iteration 8F: 3 clusters Score -3334711 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14276 members 
Mstep: Class 2 contains 12224 members 
Entering Unmasked Estep 
Score: -3335986.000000 Penalty: 5051.710449
	Iteration 9F: 3 clusters Score -3335986 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14624 members 
Mstep: Class 2 contains 11876 members 
Entering Unmasked Estep 
Score: -3336812.000000 Penalty: 5051.710449
	Iteration 10Q: 3 clusters Score -3336812 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14865 members 
Mstep: Class 2 contains 11635 members 
Entering Unmasked Estep 
Score: -3337220.000000 Penalty: 5051.710449
	Iteration 11Q: 3 clusters Score -3337220 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15089 members 
Mstep: Class 2 contains 11411 members 
Entering Unmasked Estep 
Score: -3337435.250000 Penalty: 5051.710449
	Iteration 12Q: 3 clusters Score -3337435 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15297 members 
Mstep: Class 2 contains 11203 members 
Entering Unmasked Estep 
Score: -3337538.250000 Penalty: 5051.710449
	Iteration 13Q: 3 clusters Score -3337538 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15497 members 
Mstep: Class 2 contains 11003 members 
Entering Unmasked Estep 
Score: -3337619.500000 Penalty: 5051.710449
	Iteration 14Q: 3 clusters Score -3337620 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15684 members 
Mstep: Class 2 contains 10816 members 
Entering Unmasked Estep 
Score: -3337664.500000 Penalty: 5051.710449
	Iteration 15Q: 3 clusters Score -3337664 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15884 members 
Mstep: Class 2 contains 10616 members 
Entering Unmasked Estep 
Score: -3337741.000000 Penalty: 5051.710449
	Iteration 16Q: 3 clusters Score -3337741 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16082 members 
Mstep: Class 2 contains 10418 members 
Entering Unmasked Estep 
Score: -3337803.000000 Penalty: 5051.710449
	Iteration 17Q: 3 clusters Score -3337803 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16285 members 
Mstep: Class 2 contains 10215 members 
Entering Unmasked Estep 
Score: -3337894.500000 Penalty: 5051.710449
	Iteration 18Q: 3 clusters Score -3337894 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16507 members 
Mstep: Class 2 contains 9993 members 
Entering Unmasked Estep 
Score: -3337987.000000 Penalty: 5051.710449
	Iteration 19Q: 3 clusters Score -3337987 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16743 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -3338088.000000 Penalty: 5051.710449
	Iteration 20F: 3 clusters Score -3338088 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17006 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -3338181.500000 Penalty: 5051.710449
	Iteration 21Q: 3 clusters Score -3338182 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17269 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -3338285.500000 Penalty: 5051.710449
	Iteration 22Q: 3 clusters Score -3338286 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17507 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -3338372.750000 Penalty: 5051.710449
	Iteration 23Q: 3 clusters Score -3338373 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17713 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -3338430.500000 Penalty: 5051.710449
	Iteration 24Q: 3 clusters Score -3338430 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17896 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -3338470.000000 Penalty: 5051.710449
	Iteration 25Q: 3 clusters Score -3338470 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18025 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -3338494.750000 Penalty: 5051.710449
	Iteration 26Q: 3 clusters Score -3338495 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18136 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -3338509.000000 Penalty: 5051.710449
	Iteration 27Q: 3 clusters Score -3338509 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18215 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -3338522.500000 Penalty: 5051.710449
	Iteration 28Q: 3 clusters Score -3338522 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18266 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -3338529.000000 Penalty: 5051.710449
	Iteration 29Q: 3 clusters Score -3338529 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18317 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -3338547.250000 Penalty: 5051.710449
	Iteration 30Q: 3 clusters Score -3338547 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18377 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -3338549.000000 Penalty: 5051.710449
	Iteration 31Q: 3 clusters Score -3338549 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18407 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -3338556.000000 Penalty: 5051.710449
	Iteration 32Q: 3 clusters Score -3338556 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18444 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -3338556.000000 Penalty: 5051.710449
	Iteration 33Q: 3 clusters Score -3338556 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18472 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -3338554.750000 Penalty: 5051.710449
	Iteration 34Q: 3 clusters Score -3338555 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18492 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -3338566.250000 Penalty: 5051.710449
	Iteration 35Q: 3 clusters Score -3338566 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18520 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -3338567.750000 Penalty: 5051.710449
	Iteration 36Q: 3 clusters Score -3338568 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18540 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -3338566.500000 Penalty: 5051.710449
	Iteration 37Q: 3 clusters Score -3338566 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18554 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -3338567.750000 Penalty: 5051.710449
	Iteration 38Q: 3 clusters Score -3338568 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18560 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -3338568.000000 Penalty: 5051.710449
	Iteration 39Q: 3 clusters Score -3338568 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18564 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -3338570.250000 Penalty: 5051.710449
	Iteration 40F: 3 clusters Score -3338570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18567 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -3338566.500000 Penalty: 5051.710449
	Iteration 41Q: 3 clusters Score -3338566 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18572 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -3338563.500000 Penalty: 5051.710449
	Iteration 42Q: 3 clusters Score -3338564 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18577 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -3338568.500000 Penalty: 5051.710449
	Iteration 43Q: 3 clusters Score -3338568 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18582 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -3338560.750000 Penalty: 5051.710449
	Iteration 44Q: 3 clusters Score -3338561 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18593 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -3338563.500000 Penalty: 5051.710449
	Iteration 45Q: 3 clusters Score -3338564 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18604 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -3338566.750000 Penalty: 5051.710449
	Iteration 46Q: 3 clusters Score -3338567 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18613 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -3338558.750000 Penalty: 5051.710449
	Iteration 47Q: 3 clusters Score -3338559 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18623 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -3338566.250000 Penalty: 5051.710449
	Iteration 48Q: 3 clusters Score -3338566 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18637 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -3338561.750000 Penalty: 5051.710449
	Iteration 49Q: 3 clusters Score -3338562 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18649 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -3338570.500000 Penalty: 5051.710449
	Iteration 50Q: 3 clusters Score -3338570 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18656 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -3338570.000000 Penalty: 5051.710449
	Iteration 51Q: 3 clusters Score -3338570 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18663 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -3338570.750000 Penalty: 5051.710449
	Iteration 52Q: 3 clusters Score -3338571 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18666 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -3338576.250000 Penalty: 5051.710449
	Iteration 53Q: 3 clusters Score -3338576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18668 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -3338578.500000 Penalty: 5051.710449
	Iteration 54Q: 3 clusters Score -3338578 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18671 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -3338578.500000 Penalty: 5051.710449
	Iteration 55Q: 3 clusters Score -3338578 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18674 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -3338578.250000 Penalty: 5051.710449
	Iteration 56Q: 3 clusters Score -3338578 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18677 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -3338574.500000 Penalty: 5051.710449
	Iteration 57Q: 3 clusters Score -3338574 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18683 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -3338578.500000 Penalty: 5051.710449
	Iteration 58Q: 3 clusters Score -3338578 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18688 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -3338577.750000 Penalty: 5051.710449
	Iteration 59Q: 3 clusters Score -3338578 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18692 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -3338581.000000 Penalty: 5051.710449
	Iteration 60F: 3 clusters Score -3338581 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18695 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -3338578.000000 Penalty: 5051.710449
	Iteration 61Q: 3 clusters Score -3338578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18696 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -3338579.000000 Penalty: 5051.710449
	Iteration 62Q: 3 clusters Score -3338579 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18698 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -3338578.500000 Penalty: 5051.710449
	Iteration 63Q: 3 clusters Score -3338578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18699 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -3338582.500000 Penalty: 5051.710449
	Iteration 64Q: 3 clusters Score -3338582 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18701 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -3338582.250000 Penalty: 5051.710449
	Iteration 65Q: 3 clusters Score -3338582 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18704 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -3338582.000000 Penalty: 5051.710449
	Iteration 66Q: 3 clusters Score -3338582 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18707 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -3338580.500000 Penalty: 5051.710449
	Iteration 67Q: 3 clusters Score -3338580 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18708 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -3338578.000000 Penalty: 5051.710449
	Iteration 68Q: 3 clusters Score -3338578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18709 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -3338579.000000 Penalty: 5051.710449
	Iteration 69Q: 3 clusters Score -3338579 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18709 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -3338579.000000 Penalty: 5051.710449
	Iteration 70F: 3 clusters Score -3338579 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (7333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Entering Unmasked Estep 
Score: -916780.875000 Penalty: 2207.234619
	Iteration 0F: 2 clusters Score -916780.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -910791.187500 Penalty: 4414.469238
	Iteration 0F: 3 clusters Score -910791.2 nChanged 2921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -912398.937500 Penalty: 4414.469238
	Iteration 1F: 3 clusters Score -912398.9 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -912718.500000 Penalty: 4414.469238
	Iteration 2F: 3 clusters Score -912718.5 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -912985.000000 Penalty: 4414.469238
	Iteration 3F: 3 clusters Score -912985 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -913233.812500 Penalty: 4414.469238
	Iteration 4Q: 3 clusters Score -913233.8 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -913460.812500 Penalty: 4414.469238
	Iteration 5Q: 3 clusters Score -913460.8 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -913654.625000 Penalty: 4414.469238
	Iteration 6Q: 3 clusters Score -913654.6 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -913847.500000 Penalty: 4414.469238
	Iteration 7Q: 3 clusters Score -913847.5 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -914066.687500 Penalty: 4414.469238
	Iteration 8Q: 3 clusters Score -914066.7 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -914322.125000 Penalty: 4414.469238
	Iteration 9Q: 3 clusters Score -914322.1 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -914639.812500 Penalty: 4414.469238
	Iteration 10Q: 3 clusters Score -914639.8 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -915030.062500 Penalty: 4414.469238
	Iteration 11Q: 3 clusters Score -915030.1 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -915374.812500 Penalty: 4414.469238
	Iteration 12Q: 3 clusters Score -915374.8 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -915563.937500 Penalty: 4414.469238
	Iteration 13Q: 3 clusters Score -915563.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -915680.312500 Penalty: 4414.469238
	Iteration 14Q: 3 clusters Score -915680.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -915769.937500 Penalty: 4414.469238
	Iteration 15Q: 3 clusters Score -915769.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -915870.062500 Penalty: 4414.469238
	Iteration 16Q: 3 clusters Score -915870.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -915956.562500 Penalty: 4414.469238
	Iteration 17Q: 3 clusters Score -915956.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -916057.562500 Penalty: 4414.469238
	Iteration 18Q: 3 clusters Score -916057.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -916162.062500 Penalty: 4414.469238
	Iteration 19Q: 3 clusters Score -916162.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -916228.187500 Penalty: 4414.469238
	Iteration 20F: 3 clusters Score -916228.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -916285.875000 Penalty: 4414.469238
	Iteration 21Q: 3 clusters Score -916285.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -916338.062500 Penalty: 4414.469238
	Iteration 22Q: 3 clusters Score -916338.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -916377.437500 Penalty: 4414.469238
	Iteration 23Q: 3 clusters Score -916377.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -916415.187500 Penalty: 4414.469238
	Iteration 24Q: 3 clusters Score -916415.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -916444.187500 Penalty: 4414.469238
	Iteration 25Q: 3 clusters Score -916444.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -916467.687500 Penalty: 4414.469238
	Iteration 26Q: 3 clusters Score -916467.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -916481.625000 Penalty: 4414.469238
	Iteration 27Q: 3 clusters Score -916481.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -916496.375000 Penalty: 4414.469238
	Iteration 28Q: 3 clusters Score -916496.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -916502.812500 Penalty: 4414.469238
	Iteration 29Q: 3 clusters Score -916502.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -916511.500000 Penalty: 4414.469238
	Iteration 30Q: 3 clusters Score -916511.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -916515.000000 Penalty: 4414.469238
	Iteration 31Q: 3 clusters Score -916515 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -916526.125000 Penalty: 4414.469238
	Iteration 32Q: 3 clusters Score -916526.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -916532.312500 Penalty: 4414.469238
	Iteration 33Q: 3 clusters Score -916532.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -916534.125000 Penalty: 4414.469238
	Iteration 34Q: 3 clusters Score -916534.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -916537.187500 Penalty: 4414.469238
	Iteration 35Q: 3 clusters Score -916537.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -916539.500000 Penalty: 4414.469238
	Iteration 36Q: 3 clusters Score -916539.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -916544.562500 Penalty: 4414.469238
	Iteration 37Q: 3 clusters Score -916544.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -916551.375000 Penalty: 4414.469238
	Iteration 38Q: 3 clusters Score -916551.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -916551.812500 Penalty: 4414.469238
	Iteration 39Q: 3 clusters Score -916551.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -916553.875000 Penalty: 4414.469238
	Iteration 40F: 3 clusters Score -916553.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -916555.750000 Penalty: 4414.469238
	Iteration 41Q: 3 clusters Score -916555.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -916557.437500 Penalty: 4414.469238
	Iteration 42Q: 3 clusters Score -916557.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -916560.812500 Penalty: 4414.469238
	Iteration 43Q: 3 clusters Score -916560.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -916562.500000 Penalty: 4414.469238
	Iteration 44Q: 3 clusters Score -916562.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -916563.812500 Penalty: 4414.469238
	Iteration 45Q: 3 clusters Score -916563.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -916565.500000 Penalty: 4414.469238
	Iteration 46Q: 3 clusters Score -916565.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -916564.562500 Penalty: 4414.469238
	Iteration 47Q: 3 clusters Score -916564.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -916564.625000 Penalty: 4414.469238
	Iteration 48Q: 3 clusters Score -916564.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -916565.687500 Penalty: 4414.469238
	Iteration 49Q: 3 clusters Score -916565.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -916565.437500 Penalty: 4414.469238
	Iteration 50Q: 3 clusters Score -916565.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -916566.312500 Penalty: 4414.469238
	Iteration 51Q: 3 clusters Score -916566.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -916567.375000 Penalty: 4414.469238
	Iteration 52Q: 3 clusters Score -916567.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -916567.687500 Penalty: 4414.469238
	Iteration 53Q: 3 clusters Score -916567.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -916567.687500 Penalty: 4414.469238
	Iteration 54F: 3 clusters Score -916567.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Entering Unmasked Estep 
Score: -33558.617188 Penalty: 1371.298340
	Iteration 0F: 2 clusters Score -33558.62 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 142 members 
Entering Unmasked Estep 
Score: -32399.011719 Penalty: 2742.596680
	Iteration 0F: 3 clusters Score -32399.01 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -32703.449219 Penalty: 2742.596680
	Iteration 1F: 3 clusters Score -32703.45 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -32925.882812 Penalty: 2742.596680
	Iteration 2F: 3 clusters Score -32925.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -33003.183594 Penalty: 2742.596680
	Iteration 3Q: 3 clusters Score -33003.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -33019.437500 Penalty: 2742.596680
	Iteration 4Q: 3 clusters Score -33019.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -33034.750000 Penalty: 2742.596680
	Iteration 5Q: 3 clusters Score -33034.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -33043.347656 Penalty: 2742.596680
	Iteration 6Q: 3 clusters Score -33043.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -33043.347656 Penalty: 2742.596680
	Iteration 7F: 3 clusters Score -33043.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (3645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Entering Unmasked Estep 
Score: -453650.968750 Penalty: 2033.875732
	Iteration 0F: 2 clusters Score -453651 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -449985.531250 Penalty: 4067.751465
	Iteration 0F: 3 clusters Score -449985.5 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -450850.250000 Penalty: 4067.751465
	Iteration 1F: 3 clusters Score -450850.2 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -451035.812500 Penalty: 4067.751465
	Iteration 2F: 3 clusters Score -451035.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -451157.437500 Penalty: 4067.751465
	Iteration 3Q: 3 clusters Score -451157.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -451250.187500 Penalty: 4067.751465
	Iteration 4Q: 3 clusters Score -451250.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -451337.312500 Penalty: 4067.751465
	Iteration 5Q: 3 clusters Score -451337.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -451419.437500 Penalty: 4067.751465
	Iteration 6Q: 3 clusters Score -451419.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -451487.187500 Penalty: 4067.751465
	Iteration 7Q: 3 clusters Score -451487.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -451550.156250 Penalty: 4067.751465
	Iteration 8Q: 3 clusters Score -451550.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -451614.406250 Penalty: 4067.751465
	Iteration 9Q: 3 clusters Score -451614.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -451674.750000 Penalty: 4067.751465
	Iteration 10Q: 3 clusters Score -451674.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -451724.093750 Penalty: 4067.751465
	Iteration 11Q: 3 clusters Score -451724.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -451756.593750 Penalty: 4067.751465
	Iteration 12Q: 3 clusters Score -451756.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -451773.593750 Penalty: 4067.751465
	Iteration 13Q: 3 clusters Score -451773.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -451786.250000 Penalty: 4067.751465
	Iteration 14Q: 3 clusters Score -451786.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -451805.500000 Penalty: 4067.751465
	Iteration 15Q: 3 clusters Score -451805.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -451817.562500 Penalty: 4067.751465
	Iteration 16Q: 3 clusters Score -451817.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -451826.031250 Penalty: 4067.751465
	Iteration 17Q: 3 clusters Score -451826 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -451832.718750 Penalty: 4067.751465
	Iteration 18Q: 3 clusters Score -451832.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -451838.468750 Penalty: 4067.751465
	Iteration 19Q: 3 clusters Score -451838.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -451841.218750 Penalty: 4067.751465
	Iteration 20F: 3 clusters Score -451841.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -451844.250000 Penalty: 4067.751465
	Iteration 21Q: 3 clusters Score -451844.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -451843.781250 Penalty: 4067.751465
	Iteration 22Q: 3 clusters Score -451843.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -451844.843750 Penalty: 4067.751465
	Iteration 23Q: 3 clusters Score -451844.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -451845.750000 Penalty: 4067.751465
	Iteration 24Q: 3 clusters Score -451845.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -451846.062500 Penalty: 4067.751465
	Iteration 25Q: 3 clusters Score -451846.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -451846.312500 Penalty: 4067.751465
	Iteration 26Q: 3 clusters Score -451846.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -451849.781250 Penalty: 4067.751465
	Iteration 27Q: 3 clusters Score -451849.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -451853.750000 Penalty: 4067.751465
	Iteration 28Q: 3 clusters Score -451853.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -451859.000000 Penalty: 4067.751465
	Iteration 29Q: 3 clusters Score -451859 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -451864.375000 Penalty: 4067.751465
	Iteration 30Q: 3 clusters Score -451864.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -451868.218750 Penalty: 4067.751465
	Iteration 31Q: 3 clusters Score -451868.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -451871.843750 Penalty: 4067.751465
	Iteration 32Q: 3 clusters Score -451871.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -451874.656250 Penalty: 4067.751465
	Iteration 33Q: 3 clusters Score -451874.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -451878.843750 Penalty: 4067.751465
	Iteration 34Q: 3 clusters Score -451878.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -451879.593750 Penalty: 4067.751465
	Iteration 35Q: 3 clusters Score -451879.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -451880.468750 Penalty: 4067.751465
	Iteration 36Q: 3 clusters Score -451880.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -451881.687500 Penalty: 4067.751465
	Iteration 37Q: 3 clusters Score -451881.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -451881.156250 Penalty: 4067.751465
	Iteration 38Q: 3 clusters Score -451881.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -451881.843750 Penalty: 4067.751465
	Iteration 39Q: 3 clusters Score -451881.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -451881.843750 Penalty: 4067.751465
	Iteration 40F: 3 clusters Score -451881.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (2901 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Entering Unmasked Estep 
Score: -354762.250000 Penalty: 1977.257080
	Iteration 0F: 2 clusters Score -354762.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -351578.906250 Penalty: 3954.514160
	Iteration 0F: 3 clusters Score -351578.9 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -352182.718750 Penalty: 3954.514160
	Iteration 1F: 3 clusters Score -352182.7 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -352385.218750 Penalty: 3954.514160
	Iteration 2F: 3 clusters Score -352385.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -352528.468750 Penalty: 3954.514160
	Iteration 3F: 3 clusters Score -352528.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -352668.343750 Penalty: 3954.514160
	Iteration 4Q: 3 clusters Score -352668.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -352797.531250 Penalty: 3954.514160
	Iteration 5Q: 3 clusters Score -352797.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -352893.875000 Penalty: 3954.514160
	Iteration 6Q: 3 clusters Score -352893.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -352968.718750 Penalty: 3954.514160
	Iteration 7Q: 3 clusters Score -352968.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -353025.625000 Penalty: 3954.514160
	Iteration 8Q: 3 clusters Score -353025.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -353071.406250 Penalty: 3954.514160
	Iteration 9Q: 3 clusters Score -353071.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -353131.812500 Penalty: 3954.514160
	Iteration 10Q: 3 clusters Score -353131.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -353198.000000 Penalty: 3954.514160
	Iteration 11Q: 3 clusters Score -353198 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -353272.875000 Penalty: 3954.514160
	Iteration 12Q: 3 clusters Score -353272.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -353350.781250 Penalty: 3954.514160
	Iteration 13Q: 3 clusters Score -353350.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -353455.125000 Penalty: 3954.514160
	Iteration 14Q: 3 clusters Score -353455.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -353596.000000 Penalty: 3954.514160
	Iteration 15Q: 3 clusters Score -353596 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -353731.562500 Penalty: 3954.514160
	Iteration 16Q: 3 clusters Score -353731.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -353847.406250 Penalty: 3954.514160
	Iteration 17Q: 3 clusters Score -353847.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -353912.843750 Penalty: 3954.514160
	Iteration 18Q: 3 clusters Score -353912.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -353948.718750 Penalty: 3954.514160
	Iteration 19Q: 3 clusters Score -353948.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -353970.968750 Penalty: 3954.514160
	Iteration 20F: 3 clusters Score -353971 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -353989.250000 Penalty: 3954.514160
	Iteration 21Q: 3 clusters Score -353989.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -354006.468750 Penalty: 3954.514160
	Iteration 22Q: 3 clusters Score -354006.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -354020.250000 Penalty: 3954.514160
	Iteration 23Q: 3 clusters Score -354020.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -354028.531250 Penalty: 3954.514160
	Iteration 24Q: 3 clusters Score -354028.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -354037.531250 Penalty: 3954.514160
	Iteration 25Q: 3 clusters Score -354037.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -354044.937500 Penalty: 3954.514160
	Iteration 26Q: 3 clusters Score -354044.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -354053.000000 Penalty: 3954.514160
	Iteration 27Q: 3 clusters Score -354053 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -354053.656250 Penalty: 3954.514160
	Iteration 28Q: 3 clusters Score -354053.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -354054.250000 Penalty: 3954.514160
	Iteration 29Q: 3 clusters Score -354054.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -354054.250000 Penalty: 3954.514160
	Iteration 30F: 3 clusters Score -354054.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (28540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28540 members 
Entering Unmasked Estep 
Score: -3731028.000000 Penalty: 2544.247314
	Iteration 0F: 2 clusters Score -3731028 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14293 members 
Mstep: Class 2 contains 14247 members 
Entering Unmasked Estep 
Score: -3711434.250000 Penalty: 5088.494629
	Iteration 0F: 3 clusters Score -3711434 nChanged 12782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14439 members 
Mstep: Class 2 contains 14101 members 
Entering Unmasked Estep 
Score: -3718301.250000 Penalty: 5088.494629
	Iteration 1F: 3 clusters Score -3718301 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14664 members 
Mstep: Class 2 contains 13876 members 
Entering Unmasked Estep 
Score: -3718813.750000 Penalty: 5088.494629
	Iteration 2Q: 3 clusters Score -3718814 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14993 members 
Mstep: Class 2 contains 13547 members 
Entering Unmasked Estep 
Score: -3719396.500000 Penalty: 5088.494629
	Iteration 3Q: 3 clusters Score -3719396 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15447 members 
Mstep: Class 2 contains 13093 members 
Entering Unmasked Estep 
Score: -3720096.000000 Penalty: 5088.494629
	Iteration 4Q: 3 clusters Score -3720096 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16125 members 
Mstep: Class 2 contains 12415 members 
Entering Unmasked Estep 
Score: -3720976.250000 Penalty: 5088.494629
	Iteration 5F: 3 clusters Score -3720976 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17016 members 
Mstep: Class 2 contains 11524 members 
Entering Unmasked Estep 
Score: -3722155.000000 Penalty: 5088.494629
	Iteration 6F: 3 clusters Score -3722155 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18044 members 
Mstep: Class 2 contains 10496 members 
Entering Unmasked Estep 
Score: -3723699.500000 Penalty: 5088.494629
	Iteration 7F: 3 clusters Score -3723700 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19017 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
Score: -3725266.750000 Penalty: 5088.494629
	Iteration 8F: 3 clusters Score -3725267 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19735 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -3726428.250000 Penalty: 5088.494629
	Iteration 9F: 3 clusters Score -3726428 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20189 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -3727058.750000 Penalty: 5088.494629
	Iteration 10Q: 3 clusters Score -3727059 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20490 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -3727351.500000 Penalty: 5088.494629
	Iteration 11Q: 3 clusters Score -3727352 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20738 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -3727518.000000 Penalty: 5088.494629
	Iteration 12Q: 3 clusters Score -3727518 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20954 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -3727597.000000 Penalty: 5088.494629
	Iteration 13Q: 3 clusters Score -3727597 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21125 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -3727646.000000 Penalty: 5088.494629
	Iteration 14Q: 3 clusters Score -3727646 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21282 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -3727670.500000 Penalty: 5088.494629
	Iteration 15Q: 3 clusters Score -3727670 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21431 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -3727709.250000 Penalty: 5088.494629
	Iteration 16Q: 3 clusters Score -3727709 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21573 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -3727731.250000 Penalty: 5088.494629
	Iteration 17Q: 3 clusters Score -3727731 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21708 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -3727766.250000 Penalty: 5088.494629
	Iteration 18Q: 3 clusters Score -3727766 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21854 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -3727811.250000 Penalty: 5088.494629
	Iteration 19Q: 3 clusters Score -3727811 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21994 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -3727857.250000 Penalty: 5088.494629
	Iteration 20F: 3 clusters Score -3727857 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22139 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -3727893.000000 Penalty: 5088.494629
	Iteration 21Q: 3 clusters Score -3727893 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22293 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -3727909.500000 Penalty: 5088.494629
	Iteration 22Q: 3 clusters Score -3727910 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22433 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -3727951.500000 Penalty: 5088.494629
	Iteration 23Q: 3 clusters Score -3727952 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22568 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -3727994.250000 Penalty: 5088.494629
	Iteration 24Q: 3 clusters Score -3727994 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22722 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -3728034.250000 Penalty: 5088.494629
	Iteration 25Q: 3 clusters Score -3728034 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22892 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -3728081.250000 Penalty: 5088.494629
	Iteration 26Q: 3 clusters Score -3728081 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23067 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -3728149.500000 Penalty: 5088.494629
	Iteration 27Q: 3 clusters Score -3728150 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23237 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -3728195.500000 Penalty: 5088.494629
	Iteration 28Q: 3 clusters Score -3728196 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23398 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -3728247.250000 Penalty: 5088.494629
	Iteration 29Q: 3 clusters Score -3728247 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23536 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -3728285.750000 Penalty: 5088.494629
	Iteration 30Q: 3 clusters Score -3728286 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23664 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -3728323.000000 Penalty: 5088.494629
	Iteration 31Q: 3 clusters Score -3728323 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23771 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -3728347.000000 Penalty: 5088.494629
	Iteration 32Q: 3 clusters Score -3728347 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23860 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -3728358.000000 Penalty: 5088.494629
	Iteration 33Q: 3 clusters Score -3728358 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23967 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -3728373.000000 Penalty: 5088.494629
	Iteration 34Q: 3 clusters Score -3728373 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24072 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -3728399.500000 Penalty: 5088.494629
	Iteration 35Q: 3 clusters Score -3728400 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24167 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -3728411.750000 Penalty: 5088.494629
	Iteration 36Q: 3 clusters Score -3728412 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24252 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -3728433.750000 Penalty: 5088.494629
	Iteration 37Q: 3 clusters Score -3728434 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24343 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -3728456.250000 Penalty: 5088.494629
	Iteration 38Q: 3 clusters Score -3728456 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24426 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -3728466.500000 Penalty: 5088.494629
	Iteration 39Q: 3 clusters Score -3728466 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24508 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -3728489.750000 Penalty: 5088.494629
	Iteration 40F: 3 clusters Score -3728490 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24589 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -3728507.500000 Penalty: 5088.494629
	Iteration 41Q: 3 clusters Score -3728508 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24675 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -3728532.750000 Penalty: 5088.494629
	Iteration 42Q: 3 clusters Score -3728533 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24756 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -3728541.250000 Penalty: 5088.494629
	Iteration 43Q: 3 clusters Score -3728541 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24840 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -3728553.250000 Penalty: 5088.494629
	Iteration 44Q: 3 clusters Score -3728553 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24921 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -3728581.000000 Penalty: 5088.494629
	Iteration 45Q: 3 clusters Score -3728581 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24985 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -3728597.250000 Penalty: 5088.494629
	Iteration 46Q: 3 clusters Score -3728597 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25039 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -3728614.750000 Penalty: 5088.494629
	Iteration 47Q: 3 clusters Score -3728615 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25092 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -3728619.000000 Penalty: 5088.494629
	Iteration 48Q: 3 clusters Score -3728619 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25154 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -3728629.500000 Penalty: 5088.494629
	Iteration 49Q: 3 clusters Score -3728630 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25213 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -3728649.000000 Penalty: 5088.494629
	Iteration 50Q: 3 clusters Score -3728649 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25265 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -3728657.500000 Penalty: 5088.494629
	Iteration 51Q: 3 clusters Score -3728658 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25319 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -3728673.250000 Penalty: 5088.494629
	Iteration 52Q: 3 clusters Score -3728673 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25365 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -3728675.250000 Penalty: 5088.494629
	Iteration 53Q: 3 clusters Score -3728675 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25399 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -3728681.000000 Penalty: 5088.494629
	Iteration 54Q: 3 clusters Score -3728681 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25439 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -3728680.750000 Penalty: 5088.494629
	Iteration 55Q: 3 clusters Score -3728681 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25481 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -3728698.000000 Penalty: 5088.494629
	Iteration 56Q: 3 clusters Score -3728698 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25529 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -3728708.500000 Penalty: 5088.494629
	Iteration 57Q: 3 clusters Score -3728708 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25574 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -3728717.000000 Penalty: 5088.494629
	Iteration 58Q: 3 clusters Score -3728717 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25619 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -3728718.750000 Penalty: 5088.494629
	Iteration 59Q: 3 clusters Score -3728719 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25664 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -3728736.500000 Penalty: 5088.494629
	Iteration 60F: 3 clusters Score -3728736 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25722 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -3728754.500000 Penalty: 5088.494629
	Iteration 61Q: 3 clusters Score -3728754 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25781 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -3728768.250000 Penalty: 5088.494629
	Iteration 62Q: 3 clusters Score -3728768 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25831 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -3728784.250000 Penalty: 5088.494629
	Iteration 63Q: 3 clusters Score -3728784 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25875 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -3728778.750000 Penalty: 5088.494629
	Iteration 64Q: 3 clusters Score -3728779 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25906 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -3728797.500000 Penalty: 5088.494629
	Iteration 65Q: 3 clusters Score -3728798 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25940 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -3728795.000000 Penalty: 5088.494629
	Iteration 66Q: 3 clusters Score -3728795 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25972 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -3728808.500000 Penalty: 5088.494629
	Iteration 67Q: 3 clusters Score -3728808 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26008 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -3728817.000000 Penalty: 5088.494629
	Iteration 68Q: 3 clusters Score -3728817 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26038 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -3728826.500000 Penalty: 5088.494629
	Iteration 69Q: 3 clusters Score -3728826 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26065 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -3728829.000000 Penalty: 5088.494629
	Iteration 70Q: 3 clusters Score -3728829 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26099 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -3728838.750000 Penalty: 5088.494629
	Iteration 71Q: 3 clusters Score -3728839 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26133 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -3728837.750000 Penalty: 5088.494629
	Iteration 72Q: 3 clusters Score -3728838 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26168 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -3728840.250000 Penalty: 5088.494629
	Iteration 73Q: 3 clusters Score -3728840 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26198 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -3728843.500000 Penalty: 5088.494629
	Iteration 74Q: 3 clusters Score -3728844 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26231 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -3728866.250000 Penalty: 5088.494629
	Iteration 75Q: 3 clusters Score -3728866 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26255 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -3728869.250000 Penalty: 5088.494629
	Iteration 76Q: 3 clusters Score -3728869 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26274 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -3728871.750000 Penalty: 5088.494629
	Iteration 77Q: 3 clusters Score -3728872 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26288 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -3728871.750000 Penalty: 5088.494629
	Iteration 78Q: 3 clusters Score -3728872 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26299 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -3728870.000000 Penalty: 5088.494629
	Iteration 79Q: 3 clusters Score -3728870 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26309 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -3728873.750000 Penalty: 5088.494629
	Iteration 80F: 3 clusters Score -3728874 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26319 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -3728885.250000 Penalty: 5088.494629
	Iteration 81Q: 3 clusters Score -3728885 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26330 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -3728879.250000 Penalty: 5088.494629
	Iteration 82Q: 3 clusters Score -3728879 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26337 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -3728887.000000 Penalty: 5088.494629
	Iteration 83Q: 3 clusters Score -3728887 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26345 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -3728880.750000 Penalty: 5088.494629
	Iteration 84Q: 3 clusters Score -3728881 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26346 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -3728885.000000 Penalty: 5088.494629
	Iteration 85Q: 3 clusters Score -3728885 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26350 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -3728885.000000 Penalty: 5088.494629
	Iteration 86Q: 3 clusters Score -3728885 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26354 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -3728888.250000 Penalty: 5088.494629
	Iteration 87Q: 3 clusters Score -3728888 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26358 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -3728888.750000 Penalty: 5088.494629
	Iteration 88Q: 3 clusters Score -3728889 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26367 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -3728890.000000 Penalty: 5088.494629
	Iteration 89Q: 3 clusters Score -3728890 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26373 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -3728894.500000 Penalty: 5088.494629
	Iteration 90Q: 3 clusters Score -3728894 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26379 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -3728892.000000 Penalty: 5088.494629
	Iteration 91Q: 3 clusters Score -3728892 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26386 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -3728892.750000 Penalty: 5088.494629
	Iteration 92Q: 3 clusters Score -3728893 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26399 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -3728889.000000 Penalty: 5088.494629
	Iteration 93Q: 3 clusters Score -3728889 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26407 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -3728894.000000 Penalty: 5088.494629
	Iteration 94Q: 3 clusters Score -3728894 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26414 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -3728901.000000 Penalty: 5088.494629
	Iteration 95Q: 3 clusters Score -3728901 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26425 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -3728908.000000 Penalty: 5088.494629
	Iteration 96Q: 3 clusters Score -3728908 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26438 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -3728908.750000 Penalty: 5088.494629
	Iteration 97Q: 3 clusters Score -3728909 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26452 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -3728914.500000 Penalty: 5088.494629
	Iteration 98Q: 3 clusters Score -3728914 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26462 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -3728922.000000 Penalty: 5088.494629
	Iteration 99Q: 3 clusters Score -3728922 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26477 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -3728926.500000 Penalty: 5088.494629
	Iteration 100F: 3 clusters Score -3728926 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26490 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -3728933.750000 Penalty: 5088.494629
	Iteration 101Q: 3 clusters Score -3728934 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26503 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -3728933.750000 Penalty: 5088.494629
	Iteration 102Q: 3 clusters Score -3728934 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26515 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -3728927.000000 Penalty: 5088.494629
	Iteration 103Q: 3 clusters Score -3728927 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26531 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -3728931.500000 Penalty: 5088.494629
	Iteration 104Q: 3 clusters Score -3728932 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26545 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -3728938.750000 Penalty: 5088.494629
	Iteration 105Q: 3 clusters Score -3728939 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26567 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -3728939.500000 Penalty: 5088.494629
	Iteration 106Q: 3 clusters Score -3728940 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26593 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -3728944.250000 Penalty: 5088.494629
	Iteration 107Q: 3 clusters Score -3728944 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26607 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -3728948.250000 Penalty: 5088.494629
	Iteration 108Q: 3 clusters Score -3728948 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26615 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -3728951.250000 Penalty: 5088.494629
	Iteration 109Q: 3 clusters Score -3728951 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26623 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -3728953.250000 Penalty: 5088.494629
	Iteration 110Q: 3 clusters Score -3728953 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26635 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -3728957.750000 Penalty: 5088.494629
	Iteration 111Q: 3 clusters Score -3728958 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26641 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -3728950.500000 Penalty: 5088.494629
	Iteration 112Q: 3 clusters Score -3728950 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26649 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -3728949.250000 Penalty: 5088.494629
	Iteration 113Q: 3 clusters Score -3728949 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26659 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -3728956.750000 Penalty: 5088.494629
	Iteration 114Q: 3 clusters Score -3728957 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26665 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -3728950.750000 Penalty: 5088.494629
	Iteration 115Q: 3 clusters Score -3728951 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26670 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -3728956.000000 Penalty: 5088.494629
	Iteration 116Q: 3 clusters Score -3728956 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26676 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -3728960.500000 Penalty: 5088.494629
	Iteration 117Q: 3 clusters Score -3728960 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26683 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -3728959.250000 Penalty: 5088.494629
	Iteration 118Q: 3 clusters Score -3728959 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26693 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -3728965.000000 Penalty: 5088.494629
	Iteration 119Q: 3 clusters Score -3728965 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26703 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -3728970.500000 Penalty: 5088.494629
	Iteration 120F: 3 clusters Score -3728970 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26715 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -3728973.750000 Penalty: 5088.494629
	Iteration 121Q: 3 clusters Score -3728974 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26728 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -3728975.250000 Penalty: 5088.494629
	Iteration 122Q: 3 clusters Score -3728975 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26736 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -3728979.500000 Penalty: 5088.494629
	Iteration 123Q: 3 clusters Score -3728980 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26744 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -3728979.500000 Penalty: 5088.494629
	Iteration 124Q: 3 clusters Score -3728980 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26747 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -3728982.000000 Penalty: 5088.494629
	Iteration 125Q: 3 clusters Score -3728982 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26751 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -3728988.000000 Penalty: 5088.494629
	Iteration 126Q: 3 clusters Score -3728988 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26756 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -3728985.750000 Penalty: 5088.494629
	Iteration 127Q: 3 clusters Score -3728986 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26757 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -3728989.250000 Penalty: 5088.494629
	Iteration 128Q: 3 clusters Score -3728989 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26758 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -3728987.750000 Penalty: 5088.494629
	Iteration 129Q: 3 clusters Score -3728988 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26758 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -3728987.750000 Penalty: 5088.494629
	Iteration 130F: 3 clusters Score -3728988 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (11212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11212 members 
Entering Unmasked Estep 
Score: -1410123.250000 Penalty: 2312.535400
	Iteration 0F: 2 clusters Score -1410123 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -1401685.500000 Penalty: 4625.070801
	Iteration 0F: 3 clusters Score -1401686 nChanged 4671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -1404206.500000 Penalty: 4625.070801
	Iteration 1F: 3 clusters Score -1404206 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -1404562.750000 Penalty: 4625.070801
	Iteration 2F: 3 clusters Score -1404563 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -1404889.000000 Penalty: 4625.070801
	Iteration 3F: 3 clusters Score -1404889 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -1405246.125000 Penalty: 4625.070801
	Iteration 4Q: 3 clusters Score -1405246 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -1405694.125000 Penalty: 4625.070801
	Iteration 5F: 3 clusters Score -1405694 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -1406163.375000 Penalty: 4625.070801
	Iteration 6F: 3 clusters Score -1406163 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -1406599.375000 Penalty: 4625.070801
	Iteration 7F: 3 clusters Score -1406599 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -1406988.500000 Penalty: 4625.070801
	Iteration 8F: 3 clusters Score -1406988 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -1407378.625000 Penalty: 4625.070801
	Iteration 9Q: 3 clusters Score -1407379 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -1407723.750000 Penalty: 4625.070801
	Iteration 10Q: 3 clusters Score -1407724 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -1408051.000000 Penalty: 4625.070801
	Iteration 11Q: 3 clusters Score -1408051 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -1408287.500000 Penalty: 4625.070801
	Iteration 12Q: 3 clusters Score -1408288 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -1408436.000000 Penalty: 4625.070801
	Iteration 13Q: 3 clusters Score -1408436 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -1408513.500000 Penalty: 4625.070801
	Iteration 14Q: 3 clusters Score -1408514 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -1408563.375000 Penalty: 4625.070801
	Iteration 15Q: 3 clusters Score -1408563 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -1408596.750000 Penalty: 4625.070801
	Iteration 16Q: 3 clusters Score -1408597 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -1408616.125000 Penalty: 4625.070801
	Iteration 17Q: 3 clusters Score -1408616 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -1408629.875000 Penalty: 4625.070801
	Iteration 18Q: 3 clusters Score -1408630 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -1408645.625000 Penalty: 4625.070801
	Iteration 19Q: 3 clusters Score -1408646 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -1408660.375000 Penalty: 4625.070801
	Iteration 20F: 3 clusters Score -1408660 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -1408685.000000 Penalty: 4625.070801
	Iteration 21Q: 3 clusters Score -1408685 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -1408710.625000 Penalty: 4625.070801
	Iteration 22Q: 3 clusters Score -1408711 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -1408738.875000 Penalty: 4625.070801
	Iteration 23Q: 3 clusters Score -1408739 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -1408765.750000 Penalty: 4625.070801
	Iteration 24Q: 3 clusters Score -1408766 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -1408784.875000 Penalty: 4625.070801
	Iteration 25Q: 3 clusters Score -1408785 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -1408802.375000 Penalty: 4625.070801
	Iteration 26Q: 3 clusters Score -1408802 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -1408807.625000 Penalty: 4625.070801
	Iteration 27Q: 3 clusters Score -1408808 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -1408822.750000 Penalty: 4625.070801
	Iteration 28Q: 3 clusters Score -1408823 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -1408836.875000 Penalty: 4625.070801
	Iteration 29Q: 3 clusters Score -1408837 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -1408852.000000 Penalty: 4625.070801
	Iteration 30Q: 3 clusters Score -1408852 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -1408869.250000 Penalty: 4625.070801
	Iteration 31Q: 3 clusters Score -1408869 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -1408877.625000 Penalty: 4625.070801
	Iteration 32Q: 3 clusters Score -1408878 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -1408892.250000 Penalty: 4625.070801
	Iteration 33Q: 3 clusters Score -1408892 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -1408894.375000 Penalty: 4625.070801
	Iteration 34Q: 3 clusters Score -1408894 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -1408894.375000 Penalty: 4625.070801
	Iteration 35Q: 3 clusters Score -1408894 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -1408902.000000 Penalty: 4625.070801
	Iteration 36Q: 3 clusters Score -1408902 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -1408906.125000 Penalty: 4625.070801
	Iteration 37Q: 3 clusters Score -1408906 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -1408908.375000 Penalty: 4625.070801
	Iteration 38Q: 3 clusters Score -1408908 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -1408912.750000 Penalty: 4625.070801
	Iteration 39Q: 3 clusters Score -1408913 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -1408913.000000 Penalty: 4625.070801
	Iteration 40F: 3 clusters Score -1408913 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -1408912.375000 Penalty: 4625.070801
	Iteration 41Q: 3 clusters Score -1408912 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -1408914.625000 Penalty: 4625.070801
	Iteration 42Q: 3 clusters Score -1408915 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -1408917.250000 Penalty: 4625.070801
	Iteration 43Q: 3 clusters Score -1408917 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -1408918.250000 Penalty: 4625.070801
	Iteration 44Q: 3 clusters Score -1408918 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -1408920.625000 Penalty: 4625.070801
	Iteration 45Q: 3 clusters Score -1408921 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -1408920.750000 Penalty: 4625.070801
	Iteration 46Q: 3 clusters Score -1408921 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -1408923.250000 Penalty: 4625.070801
	Iteration 47Q: 3 clusters Score -1408923 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -1408925.375000 Penalty: 4625.070801
	Iteration 48Q: 3 clusters Score -1408925 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -1408930.500000 Penalty: 4625.070801
	Iteration 49Q: 3 clusters Score -1408930 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -1408927.750000 Penalty: 4625.070801
	Iteration 50Q: 3 clusters Score -1408928 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -1408926.375000 Penalty: 4625.070801
	Iteration 51Q: 3 clusters Score -1408926 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -1408928.875000 Penalty: 4625.070801
	Iteration 52Q: 3 clusters Score -1408929 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -1408932.000000 Penalty: 4625.070801
	Iteration 53Q: 3 clusters Score -1408932 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -1408932.500000 Penalty: 4625.070801
	Iteration 54Q: 3 clusters Score -1408932 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -1408933.125000 Penalty: 4625.070801
	Iteration 55Q: 3 clusters Score -1408933 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -1408931.125000 Penalty: 4625.070801
	Iteration 56Q: 3 clusters Score -1408931 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -1408932.625000 Penalty: 4625.070801
	Iteration 57Q: 3 clusters Score -1408933 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -1408932.875000 Penalty: 4625.070801
	Iteration 58Q: 3 clusters Score -1408933 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -1408935.000000 Penalty: 4625.070801
	Iteration 59Q: 3 clusters Score -1408935 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -1408934.375000 Penalty: 4625.070801
	Iteration 60F: 3 clusters Score -1408934 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -1408936.875000 Penalty: 4625.070801
	Iteration 61Q: 3 clusters Score -1408937 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -1408937.875000 Penalty: 4625.070801
	Iteration 62Q: 3 clusters Score -1408938 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -1408935.750000 Penalty: 4625.070801
	Iteration 63Q: 3 clusters Score -1408936 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -1408940.875000 Penalty: 4625.070801
	Iteration 64Q: 3 clusters Score -1408941 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -1408938.500000 Penalty: 4625.070801
	Iteration 65Q: 3 clusters Score -1408938 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -1408937.500000 Penalty: 4625.070801
	Iteration 66Q: 3 clusters Score -1408938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -1408937.750000 Penalty: 4625.070801
	Iteration 67Q: 3 clusters Score -1408938 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -1408937.125000 Penalty: 4625.070801
	Iteration 68Q: 3 clusters Score -1408937 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -1408936.500000 Penalty: 4625.070801
	Iteration 69Q: 3 clusters Score -1408936 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -1408935.750000 Penalty: 4625.070801
	Iteration 70Q: 3 clusters Score -1408936 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -1408937.125000 Penalty: 4625.070801
	Iteration 71Q: 3 clusters Score -1408937 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -1408937.125000 Penalty: 4625.070801
	Iteration 72F: 3 clusters Score -1408937 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Entering Unmasked Estep 
Score: -29239.156250 Penalty: 1531.614990
	Iteration 0F: 2 clusters Score -29239.16 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 238 members 
Entering Unmasked Estep 
Score: -27903.041016 Penalty: 3063.229980
	Iteration 0F: 3 clusters Score -27903.04 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -28213.439453 Penalty: 3063.229980
	Iteration 1F: 3 clusters Score -28213.44 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -28433.730469 Penalty: 3063.229980
	Iteration 2F: 3 clusters Score -28433.73 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -28793.361328 Penalty: 3063.229980
	Iteration 3F: 3 clusters Score -28793.36 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -28939.310547 Penalty: 3063.229980
	Iteration 4F: 3 clusters Score -28939.31 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -28982.857422 Penalty: 3063.229980
	Iteration 5Q: 3 clusters Score -28982.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -29000.039062 Penalty: 3063.229980
	Iteration 6Q: 3 clusters Score -29000.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -29001.818359 Penalty: 3063.229980
	Iteration 7Q: 3 clusters Score -29001.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -29001.818359 Penalty: 3063.229980
	Iteration 8F: 3 clusters Score -29001.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (2848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Entering Unmasked Estep 
Score: -354596.468750 Penalty: 1972.684326
	Iteration 0F: 2 clusters Score -354596.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -351400.812500 Penalty: 3945.368652
	Iteration 0F: 3 clusters Score -351400.8 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -352009.593750 Penalty: 3945.368652
	Iteration 1F: 3 clusters Score -352009.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -352160.031250 Penalty: 3945.368652
	Iteration 2F: 3 clusters Score -352160 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -352274.187500 Penalty: 3945.368652
	Iteration 3Q: 3 clusters Score -352274.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -352341.000000 Penalty: 3945.368652
	Iteration 4Q: 3 clusters Score -352341 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -352380.375000 Penalty: 3945.368652
	Iteration 5Q: 3 clusters Score -352380.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -352412.406250 Penalty: 3945.368652
	Iteration 6Q: 3 clusters Score -352412.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -352441.468750 Penalty: 3945.368652
	Iteration 7Q: 3 clusters Score -352441.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -352471.718750 Penalty: 3945.368652
	Iteration 8Q: 3 clusters Score -352471.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -352491.312500 Penalty: 3945.368652
	Iteration 9Q: 3 clusters Score -352491.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -352513.156250 Penalty: 3945.368652
	Iteration 10Q: 3 clusters Score -352513.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -352526.625000 Penalty: 3945.368652
	Iteration 11Q: 3 clusters Score -352526.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -352538.500000 Penalty: 3945.368652
	Iteration 12Q: 3 clusters Score -352538.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -352550.218750 Penalty: 3945.368652
	Iteration 13Q: 3 clusters Score -352550.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -352561.812500 Penalty: 3945.368652
	Iteration 14Q: 3 clusters Score -352561.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -352572.250000 Penalty: 3945.368652
	Iteration 15Q: 3 clusters Score -352572.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -352584.781250 Penalty: 3945.368652
	Iteration 16Q: 3 clusters Score -352584.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -352596.937500 Penalty: 3945.368652
	Iteration 17Q: 3 clusters Score -352596.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -352613.031250 Penalty: 3945.368652
	Iteration 18Q: 3 clusters Score -352613 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -352629.781250 Penalty: 3945.368652
	Iteration 19Q: 3 clusters Score -352629.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -352641.687500 Penalty: 3945.368652
	Iteration 20F: 3 clusters Score -352641.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -352657.312500 Penalty: 3945.368652
	Iteration 21Q: 3 clusters Score -352657.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -352668.031250 Penalty: 3945.368652
	Iteration 22Q: 3 clusters Score -352668 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -352678.156250 Penalty: 3945.368652
	Iteration 23Q: 3 clusters Score -352678.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -352687.031250 Penalty: 3945.368652
	Iteration 24Q: 3 clusters Score -352687 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -352695.218750 Penalty: 3945.368652
	Iteration 25Q: 3 clusters Score -352695.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -352699.125000 Penalty: 3945.368652
	Iteration 26Q: 3 clusters Score -352699.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -352706.437500 Penalty: 3945.368652
	Iteration 27Q: 3 clusters Score -352706.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -352715.687500 Penalty: 3945.368652
	Iteration 28Q: 3 clusters Score -352715.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -352722.375000 Penalty: 3945.368652
	Iteration 29Q: 3 clusters Score -352722.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -352728.312500 Penalty: 3945.368652
	Iteration 30Q: 3 clusters Score -352728.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -352732.812500 Penalty: 3945.368652
	Iteration 31Q: 3 clusters Score -352732.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -352740.937500 Penalty: 3945.368652
	Iteration 32Q: 3 clusters Score -352740.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -352752.750000 Penalty: 3945.368652
	Iteration 33Q: 3 clusters Score -352752.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -352773.312500 Penalty: 3945.368652
	Iteration 34Q: 3 clusters Score -352773.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -352799.406250 Penalty: 3945.368652
	Iteration 35Q: 3 clusters Score -352799.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -352819.812500 Penalty: 3945.368652
	Iteration 36Q: 3 clusters Score -352819.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -352842.656250 Penalty: 3945.368652
	Iteration 37Q: 3 clusters Score -352842.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -352866.343750 Penalty: 3945.368652
	Iteration 38Q: 3 clusters Score -352866.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -352896.406250 Penalty: 3945.368652
	Iteration 39Q: 3 clusters Score -352896.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -352920.406250 Penalty: 3945.368652
	Iteration 40F: 3 clusters Score -352920.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -352934.812500 Penalty: 3945.368652
	Iteration 41Q: 3 clusters Score -352934.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -352941.250000 Penalty: 3945.368652
	Iteration 42Q: 3 clusters Score -352941.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -352954.656250 Penalty: 3945.368652
	Iteration 43Q: 3 clusters Score -352954.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -352965.406250 Penalty: 3945.368652
	Iteration 44Q: 3 clusters Score -352965.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -352982.000000 Penalty: 3945.368652
	Iteration 45Q: 3 clusters Score -352982 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -353001.281250 Penalty: 3945.368652
	Iteration 46Q: 3 clusters Score -353001.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -353020.812500 Penalty: 3945.368652
	Iteration 47Q: 3 clusters Score -353020.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -353039.812500 Penalty: 3945.368652
	Iteration 48Q: 3 clusters Score -353039.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -353056.187500 Penalty: 3945.368652
	Iteration 49Q: 3 clusters Score -353056.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -353064.843750 Penalty: 3945.368652
	Iteration 50Q: 3 clusters Score -353064.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -353074.500000 Penalty: 3945.368652
	Iteration 51Q: 3 clusters Score -353074.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -353084.843750 Penalty: 3945.368652
	Iteration 52Q: 3 clusters Score -353084.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -353096.937500 Penalty: 3945.368652
	Iteration 53Q: 3 clusters Score -353096.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -353106.156250 Penalty: 3945.368652
	Iteration 54Q: 3 clusters Score -353106.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -353117.000000 Penalty: 3945.368652
	Iteration 55Q: 3 clusters Score -353117 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -353125.593750 Penalty: 3945.368652
	Iteration 56Q: 3 clusters Score -353125.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -353131.062500 Penalty: 3945.368652
	Iteration 57Q: 3 clusters Score -353131.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -353133.593750 Penalty: 3945.368652
	Iteration 58Q: 3 clusters Score -353133.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -353134.781250 Penalty: 3945.368652
	Iteration 59Q: 3 clusters Score -353134.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -353136.187500 Penalty: 3945.368652
	Iteration 60F: 3 clusters Score -353136.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -353137.187500 Penalty: 3945.368652
	Iteration 61Q: 3 clusters Score -353137.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -353137.187500 Penalty: 3945.368652
	Iteration 62F: 3 clusters Score -353137.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Entering Unmasked Estep 
Score: -67102.507812 Penalty: 1518.378174
	Iteration 0F: 2 clusters Score -67102.51 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 226 members 
Entering Unmasked Estep 
Score: -65644.945312 Penalty: 3036.756348
	Iteration 0F: 3 clusters Score -65644.95 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -65953.898438 Penalty: 3036.756348
	Iteration 1F: 3 clusters Score -65953.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -66192.882812 Penalty: 3036.756348
	Iteration 2F: 3 clusters Score -66192.88 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -66739.585938 Penalty: 3036.756348
	Iteration 3F: 3 clusters Score -66739.59 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -66887.687500 Penalty: 3036.756348
	Iteration 4F: 3 clusters Score -66887.69 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -66987.343750 Penalty: 3036.756348
	Iteration 5Q: 3 clusters Score -66987.34 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -67038.539062 Penalty: 3036.756348
	Iteration 6Q: 3 clusters Score -67038.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -67110.601562 Penalty: 3036.756348
	Iteration 7Q: 3 clusters Score -67110.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -67147.820312 Penalty: 3036.756348
	Iteration 8Q: 3 clusters Score -67147.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -67166.351562 Penalty: 3036.756348
	Iteration 9Q: 3 clusters Score -67166.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -67183.437500 Penalty: 3036.756348
	Iteration 10Q: 3 clusters Score -67183.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -67187.195312 Penalty: 3036.756348
	Iteration 11Q: 3 clusters Score -67187.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -67187.195312 Penalty: 3036.756348
	Iteration 12F: 3 clusters Score -67187.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 2522 members 
Mstep: Class 3 contains 4147 members 
Mstep: Class 4 contains 12070 members 
Mstep: Class 5 contains 3187 members 
Mstep: Class 6 contains 2553 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7708 members 
Mstep: Class 9 contains 172809 members 
Mstep: Class 10 contains 8511 members 
Mstep: Class 11 contains 3817 members 
Mstep: Class 12 contains 23259 members 
Mstep: Class 13 contains 4031 members 
Mstep: Class 14 contains 6796 members 
Mstep: Class 15 contains 178708 members 
Mstep: Class 16 contains 216582 members 
Mstep: Class 17 contains 11687 members 
Mstep: Class 18 contains 29533 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4180 members 
Mstep: Class 21 contains 21804 members 
Mstep: Class 22 contains 51477 members 
Mstep: Class 23 contains 4483 members 
Mstep: Class 24 contains 1049 members 
Mstep: Class 25 contains 39521 members 
Mstep: Class 26 contains 37631 members 
Mstep: Class 27 contains 6223 members 
Mstep: Class 28 contains 25977 members 
Mstep: Class 29 contains 7492 members 
Mstep: Class 30 contains 19240 members 
Mstep: Class 31 contains 5254 members 
Mstep: Class 32 contains 17563 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11731 members 
Mstep: Class 35 contains 61437 members 
Mstep: Class 36 contains 26500 members 
Mstep: Class 37 contains 7333 members 
Mstep: Class 38 contains 252 members 
Mstep: Class 39 contains 3645 members 
Mstep: Class 40 contains 2901 members 
Mstep: Class 41 contains 28540 members 
Mstep: Class 42 contains 11212 members 
Mstep: Class 43 contains 481 members 
Mstep: Class 44 contains 2848 members 
Mstep: Class 45 contains 158 members 
Mstep: Class 46 contains 10318 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27558 members 
Mstep: Class 49 contains 7951 members 
Mstep: Class 50 contains 312 members 
Mstep: Class 51 contains 28289 members 
Mstep: Class 52 contains 248 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 366 members 
Mstep: Class 56 contains 1130 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 404 members 
Mstep: Class 59 contains 911 members 
Mstep: Class 60 contains 337 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 332 members 
Mstep: Class 63 contains 1077 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 667 members 
Mstep: Class 67 contains 611 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 306 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 436 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1692 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2085 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 193 members 
Mstep: Class 79 contains 944 members 
Mstep: Class 80 contains 1274 members 
Mstep: Class 81 contains 298 members 
Entering Unmasked Estep 
Score: -147543376.000000 Penalty: 280990.781250
Splitting cluster 45 changes total score from -147544928.000000 to -147543376.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 46 (10318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10318 members 
Entering Unmasked Estep 
Score: -1302818.500000 Penalty: 2291.927979
	Iteration 0F: 2 clusters Score -1302818 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -1294943.500000 Penalty: 4583.855957
	Iteration 0F: 3 clusters Score -1294944 nChanged 4314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -1297198.500000 Penalty: 4583.855957
	Iteration 1F: 3 clusters Score -1297198 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -1297553.625000 Penalty: 4583.855957
	Iteration 2F: 3 clusters Score -1297554 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -1297795.625000 Penalty: 4583.855957
	Iteration 3F: 3 clusters Score -1297796 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -1297965.875000 Penalty: 4583.855957
	Iteration 4Q: 3 clusters Score -1297966 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -1298103.500000 Penalty: 4583.855957
	Iteration 5Q: 3 clusters Score -1298104 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -1298204.000000 Penalty: 4583.855957
	Iteration 6Q: 3 clusters Score -1298204 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -1298324.125000 Penalty: 4583.855957
	Iteration 7Q: 3 clusters Score -1298324 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -1298443.250000 Penalty: 4583.855957
	Iteration 8Q: 3 clusters Score -1298443 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -1298583.625000 Penalty: 4583.855957
	Iteration 9Q: 3 clusters Score -1298584 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -1298727.125000 Penalty: 4583.855957
	Iteration 10Q: 3 clusters Score -1298727 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -1298877.250000 Penalty: 4583.855957
	Iteration 11Q: 3 clusters Score -1298877 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -1299022.125000 Penalty: 4583.855957
	Iteration 12Q: 3 clusters Score -1299022 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -1299156.500000 Penalty: 4583.855957
	Iteration 13Q: 3 clusters Score -1299156 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -1299302.250000 Penalty: 4583.855957
	Iteration 14Q: 3 clusters Score -1299302 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -1299470.250000 Penalty: 4583.855957
	Iteration 15Q: 3 clusters Score -1299470 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -1299635.625000 Penalty: 4583.855957
	Iteration 16Q: 3 clusters Score -1299636 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -1299774.500000 Penalty: 4583.855957
	Iteration 17Q: 3 clusters Score -1299774 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -1299923.375000 Penalty: 4583.855957
	Iteration 18Q: 3 clusters Score -1299923 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -1300057.625000 Penalty: 4583.855957
	Iteration 19Q: 3 clusters Score -1300058 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -1300165.125000 Penalty: 4583.855957
	Iteration 20F: 3 clusters Score -1300165 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -1300246.375000 Penalty: 4583.855957
	Iteration 21Q: 3 clusters Score -1300246 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -1300307.375000 Penalty: 4583.855957
	Iteration 22Q: 3 clusters Score -1300307 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -1300353.750000 Penalty: 4583.855957
	Iteration 23Q: 3 clusters Score -1300354 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -1300405.375000 Penalty: 4583.855957
	Iteration 24Q: 3 clusters Score -1300405 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -1300441.125000 Penalty: 4583.855957
	Iteration 25Q: 3 clusters Score -1300441 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -1300471.250000 Penalty: 4583.855957
	Iteration 26Q: 3 clusters Score -1300471 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -1300501.375000 Penalty: 4583.855957
	Iteration 27Q: 3 clusters Score -1300501 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -1300532.625000 Penalty: 4583.855957
	Iteration 28Q: 3 clusters Score -1300533 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -1300565.250000 Penalty: 4583.855957
	Iteration 29Q: 3 clusters Score -1300565 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -1300590.750000 Penalty: 4583.855957
	Iteration 30Q: 3 clusters Score -1300591 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -1300610.625000 Penalty: 4583.855957
	Iteration 31Q: 3 clusters Score -1300611 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -1300633.125000 Penalty: 4583.855957
	Iteration 32Q: 3 clusters Score -1300633 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -1300650.875000 Penalty: 4583.855957
	Iteration 33Q: 3 clusters Score -1300651 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -1300670.750000 Penalty: 4583.855957
	Iteration 34Q: 3 clusters Score -1300671 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -1300679.500000 Penalty: 4583.855957
	Iteration 35Q: 3 clusters Score -1300680 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -1300692.375000 Penalty: 4583.855957
	Iteration 36Q: 3 clusters Score -1300692 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -1300704.000000 Penalty: 4583.855957
	Iteration 37Q: 3 clusters Score -1300704 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -1300718.375000 Penalty: 4583.855957
	Iteration 38Q: 3 clusters Score -1300718 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 8450 members 
Entering Unmasked Estep 
Score: -1300728.375000 Penalty: 4583.855957
	Iteration 39Q: 3 clusters Score -1300728 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -1300740.125000 Penalty: 4583.855957
	Iteration 40F: 3 clusters Score -1300740 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -1300758.375000 Penalty: 4583.855957
	Iteration 41Q: 3 clusters Score -1300758 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -1300774.375000 Penalty: 4583.855957
	Iteration 42Q: 3 clusters Score -1300774 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -1300797.125000 Penalty: 4583.855957
	Iteration 43Q: 3 clusters Score -1300797 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -1300812.375000 Penalty: 4583.855957
	Iteration 44Q: 3 clusters Score -1300812 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -1300827.750000 Penalty: 4583.855957
	Iteration 45Q: 3 clusters Score -1300828 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -1300835.500000 Penalty: 4583.855957
	Iteration 46Q: 3 clusters Score -1300836 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -1300838.375000 Penalty: 4583.855957
	Iteration 47Q: 3 clusters Score -1300838 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -1300844.375000 Penalty: 4583.855957
	Iteration 48Q: 3 clusters Score -1300844 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -1300851.125000 Penalty: 4583.855957
	Iteration 49Q: 3 clusters Score -1300851 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -1300859.000000 Penalty: 4583.855957
	Iteration 50Q: 3 clusters Score -1300859 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -1300864.125000 Penalty: 4583.855957
	Iteration 51Q: 3 clusters Score -1300864 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -1300864.000000 Penalty: 4583.855957
	Iteration 52Q: 3 clusters Score -1300864 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -1300868 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -1300875.250000 Penalty: 4583.855957
	Iteration 54Q: 3 clusters Score -1300875 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -1300879.750000 Penalty: 4583.855957
	Iteration 55Q: 3 clusters Score -1300880 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -1300876.750000 Penalty: 4583.855957
	Iteration 56Q: 3 clusters Score -1300877 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -1300881.000000 Penalty: 4583.855957
	Iteration 57Q: 3 clusters Score -1300881 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -1300881.000000 Penalty: 4583.855957
	Iteration 58Q: 3 clusters Score -1300881 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -1300886.875000 Penalty: 4583.855957
	Iteration 59Q: 3 clusters Score -1300887 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -1300890.625000 Penalty: 4583.855957
	Iteration 60F: 3 clusters Score -1300891 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -1300890.250000 Penalty: 4583.855957
	Iteration 61Q: 3 clusters Score -1300890 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -1300893.750000 Penalty: 4583.855957
	Iteration 62Q: 3 clusters Score -1300894 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -1300895.500000 Penalty: 4583.855957
	Iteration 63Q: 3 clusters Score -1300896 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -1300898.375000 Penalty: 4583.855957
	Iteration 64Q: 3 clusters Score -1300898 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -1300900.375000 Penalty: 4583.855957
	Iteration 65Q: 3 clusters Score -1300900 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -1300903.875000 Penalty: 4583.855957
	Iteration 66Q: 3 clusters Score -1300904 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -1300905.500000 Penalty: 4583.855957
	Iteration 67Q: 3 clusters Score -1300906 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -1300905.000000 Penalty: 4583.855957
	Iteration 68Q: 3 clusters Score -1300905 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -1300905.000000 Penalty: 4583.855957
	Iteration 69Q: 3 clusters Score -1300905 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -1300905.750000 Penalty: 4583.855957
	Iteration 70Q: 3 clusters Score -1300906 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -1300915.000000 Penalty: 4583.855957
	Iteration 71Q: 3 clusters Score -1300915 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -1300919.500000 Penalty: 4583.855957
	Iteration 72Q: 3 clusters Score -1300920 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -1300928 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 8930 members 
Entering Unmasked Estep 
Score: -1300933.125000 Penalty: 4583.855957
	Iteration 74Q: 3 clusters Score -1300933 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
Score: -1300937.125000 Penalty: 4583.855957
	Iteration 75Q: 3 clusters Score -1300937 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 8964 members 
Entering Unmasked Estep 
Score: -1300948.500000 Penalty: 4583.855957
	Iteration 76Q: 3 clusters Score -1300948 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -1300957.750000 Penalty: 4583.855957
	Iteration 77Q: 3 clusters Score -1300958 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -1300968.000000 Penalty: 4583.855957
	Iteration 78Q: 3 clusters Score -1300968 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -1300976.875000 Penalty: 4583.855957
	Iteration 79Q: 3 clusters Score -1300977 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -1300981.125000 Penalty: 4583.855957
	Iteration 80F: 3 clusters Score -1300981 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -1300991.000000 Penalty: 4583.855957
	Iteration 81Q: 3 clusters Score -1300991 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -1300992.500000 Penalty: 4583.855957
	Iteration 82Q: 3 clusters Score -1300992 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -1300998.000000 Penalty: 4583.855957
	Iteration 83Q: 3 clusters Score -1300998 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
Score: -1301005.250000 Penalty: 4583.855957
	Iteration 84Q: 3 clusters Score -1301005 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -1301006.750000 Penalty: 4583.855957
	Iteration 85Q: 3 clusters Score -1301007 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -1301008.625000 Penalty: 4583.855957
	Iteration 86Q: 3 clusters Score -1301009 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -1301013.500000 Penalty: 4583.855957
	Iteration 87Q: 3 clusters Score -1301014 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 9126 members 
Entering Unmasked Estep 
Score: -1301021.250000 Penalty: 4583.855957
	Iteration 88Q: 3 clusters Score -1301021 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -1301028.250000 Penalty: 4583.855957
	Iteration 89Q: 3 clusters Score -1301028 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -1301039.875000 Penalty: 4583.855957
	Iteration 90Q: 3 clusters Score -1301040 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -1301046.500000 Penalty: 4583.855957
	Iteration 91Q: 3 clusters Score -1301046 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -1301059.375000 Penalty: 4583.855957
	Iteration 92Q: 3 clusters Score -1301059 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 9193 members 
Entering Unmasked Estep 
Score: -1301069.375000 Penalty: 4583.855957
	Iteration 93Q: 3 clusters Score -1301069 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 9209 members 
Entering Unmasked Estep 
Score: -1301084.250000 Penalty: 4583.855957
	Iteration 94Q: 3 clusters Score -1301084 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -1301098.250000 Penalty: 4583.855957
	Iteration 95Q: 3 clusters Score -1301098 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -1301107.500000 Penalty: 4583.855957
	Iteration 96Q: 3 clusters Score -1301108 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -1301118.500000 Penalty: 4583.855957
	Iteration 97Q: 3 clusters Score -1301118 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -1301129.000000 Penalty: 4583.855957
	Iteration 98Q: 3 clusters Score -1301129 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -1301136.875000 Penalty: 4583.855957
	Iteration 99Q: 3 clusters Score -1301137 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -1301148.875000 Penalty: 4583.855957
	Iteration 100F: 3 clusters Score -1301149 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -1301158.750000 Penalty: 4583.855957
	Iteration 101Q: 3 clusters Score -1301159 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -1301166.250000 Penalty: 4583.855957
	Iteration 102Q: 3 clusters Score -1301166 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -1301179.125000 Penalty: 4583.855957
	Iteration 103Q: 3 clusters Score -1301179 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -1301191.875000 Penalty: 4583.855957
	Iteration 104Q: 3 clusters Score -1301192 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 9384 members 
Entering Unmasked Estep 
Score: -1301209.750000 Penalty: 4583.855957
	Iteration 105Q: 3 clusters Score -1301210 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -1301227.375000 Penalty: 4583.855957
	Iteration 106Q: 3 clusters Score -1301227 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 9405 members 
Entering Unmasked Estep 
Score: -1301241.375000 Penalty: 4583.855957
	Iteration 107Q: 3 clusters Score -1301241 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -1301251.625000 Penalty: 4583.855957
	Iteration 108Q: 3 clusters Score -1301252 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -1301259.000000 Penalty: 4583.855957
	Iteration 109Q: 3 clusters Score -1301259 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -1301270.625000 Penalty: 4583.855957
	Iteration 110Q: 3 clusters Score -1301271 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 9446 members 
Entering Unmasked Estep 
Score: -1301280.625000 Penalty: 4583.855957
	Iteration 111Q: 3 clusters Score -1301281 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -1301286.500000 Penalty: 4583.855957
	Iteration 112Q: 3 clusters Score -1301286 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 9462 members 
Entering Unmasked Estep 
Score: -1301290.750000 Penalty: 4583.855957
	Iteration 113Q: 3 clusters Score -1301291 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -1301295.875000 Penalty: 4583.855957
	Iteration 114Q: 3 clusters Score -1301296 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
Score: -1301299.625000 Penalty: 4583.855957
	Iteration 115Q: 3 clusters Score -1301300 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
Score: -1301300.375000 Penalty: 4583.855957
	Iteration 116Q: 3 clusters Score -1301300 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
Score: -1301300.750000 Penalty: 4583.855957
	Iteration 117Q: 3 clusters Score -1301301 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
Score: -1301301.375000 Penalty: 4583.855957
	Iteration 118Q: 3 clusters Score -1301301 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
Score: -1301300.875000 Penalty: 4583.855957
	Iteration 119Q: 3 clusters Score -1301301 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 9483 members 
Entering Unmasked Estep 
Score: -1301303.250000 Penalty: 4583.855957
	Iteration 120F: 3 clusters Score -1301303 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
Score: -1301303.125000 Penalty: 4583.855957
	Iteration 121Q: 3 clusters Score -1301303 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -1301304.125000 Penalty: 4583.855957
	Iteration 122Q: 3 clusters Score -1301304 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -1301303.250000 Penalty: 4583.855957
	Iteration 123Q: 3 clusters Score -1301303 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
Score: -1301306.375000 Penalty: 4583.855957
	Iteration 124Q: 3 clusters Score -1301306 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -1301307.375000 Penalty: 4583.855957
	Iteration 125Q: 3 clusters Score -1301307 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -1301308.750000 Penalty: 4583.855957
	Iteration 126Q: 3 clusters Score -1301309 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -1301310.375000 Penalty: 4583.855957
	Iteration 127Q: 3 clusters Score -1301310 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
Score: -1301312.125000 Penalty: 4583.855957
	Iteration 128Q: 3 clusters Score -1301312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -1301311.625000 Penalty: 4583.855957
	Iteration 129Q: 3 clusters Score -1301312 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -1301311.625000 Penalty: 4583.855957
	Iteration 130F: 3 clusters Score -1301312 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Entering Unmasked Estep 
Score: -27529.277344 Penalty: 1394.756348
	Iteration 0F: 2 clusters Score -27529.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -26358.195312 Penalty: 2789.512695
	Iteration 0F: 3 clusters Score -26358.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -26534.345703 Penalty: 2789.512695
	Iteration 1F: 3 clusters Score -26534.35 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -26582.320312 Penalty: 2789.512695
	Iteration 2Q: 3 clusters Score -26582.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -26604.515625 Penalty: 2789.512695
	Iteration 3Q: 3 clusters Score -26604.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -26612.291016 Penalty: 2789.512695
	Iteration 4Q: 3 clusters Score -26612.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -26614.955078 Penalty: 2789.512695
	Iteration 5Q: 3 clusters Score -26614.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -26618.501953 Penalty: 2789.512695
	Iteration 6Q: 3 clusters Score -26618.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -26618.501953 Penalty: 2789.512695
	Iteration 7F: 3 clusters Score -26618.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (27558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27558 members 
Entering Unmasked Estep 
Score: -3508618.500000 Penalty: 2535.563965
	Iteration 0F: 2 clusters Score -3508618 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13832 members 
Mstep: Class 2 contains 13726 members 
Entering Unmasked Estep 
Score: -3489569.000000 Penalty: 5071.127930
	Iteration 0F: 3 clusters Score -3489569 nChanged 12478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14230 members 
Mstep: Class 2 contains 13328 members 
Entering Unmasked Estep 
Score: -3496279.000000 Penalty: 5071.127930
	Iteration 1F: 3 clusters Score -3496279 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14529 members 
Mstep: Class 2 contains 13029 members 
Entering Unmasked Estep 
Score: -3496773.000000 Penalty: 5071.127930
	Iteration 2Q: 3 clusters Score -3496773 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14960 members 
Mstep: Class 2 contains 12598 members 
Entering Unmasked Estep 
Score: -3497218.500000 Penalty: 5071.127930
	Iteration 3Q: 3 clusters Score -3497218 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15607 members 
Mstep: Class 2 contains 11951 members 
Entering Unmasked Estep 
Score: -3497768.500000 Penalty: 5071.127930
	Iteration 4Q: 3 clusters Score -3497768 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16454 members 
Mstep: Class 2 contains 11104 members 
Entering Unmasked Estep 
Score: -3498469.000000 Penalty: 5071.127930
	Iteration 5F: 3 clusters Score -3498469 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17510 members 
Mstep: Class 2 contains 10048 members 
Entering Unmasked Estep 
Score: -3499418.500000 Penalty: 5071.127930
	Iteration 6F: 3 clusters Score -3499418 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18728 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -3500608.500000 Penalty: 5071.127930
	Iteration 7F: 3 clusters Score -3500608 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20091 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -3501841.750000 Penalty: 5071.127930
	Iteration 8F: 3 clusters Score -3501842 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21338 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -3502896.250000 Penalty: 5071.127930
	Iteration 9F: 3 clusters Score -3502896 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22394 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -3503716.500000 Penalty: 5071.127930
	Iteration 10Q: 3 clusters Score -3503716 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23287 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -3504313.750000 Penalty: 5071.127930
	Iteration 11Q: 3 clusters Score -3504314 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24008 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -3504765.750000 Penalty: 5071.127930
	Iteration 12Q: 3 clusters Score -3504766 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24595 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -3505094.000000 Penalty: 5071.127930
	Iteration 13Q: 3 clusters Score -3505094 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25034 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -3505369.250000 Penalty: 5071.127930
	Iteration 14Q: 3 clusters Score -3505369 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25416 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -3505601.250000 Penalty: 5071.127930
	Iteration 15Q: 3 clusters Score -3505601 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25705 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -3505791.750000 Penalty: 5071.127930
	Iteration 16Q: 3 clusters Score -3505792 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25937 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -3505952.750000 Penalty: 5071.127930
	Iteration 17Q: 3 clusters Score -3505953 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26123 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -3506083.250000 Penalty: 5071.127930
	Iteration 18Q: 3 clusters Score -3506083 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26264 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -3506190.500000 Penalty: 5071.127930
	Iteration 19Q: 3 clusters Score -3506190 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26376 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -3506278.750000 Penalty: 5071.127930
	Iteration 20F: 3 clusters Score -3506279 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26461 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -3506342.750000 Penalty: 5071.127930
	Iteration 21Q: 3 clusters Score -3506343 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26548 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -3506405.750000 Penalty: 5071.127930
	Iteration 22Q: 3 clusters Score -3506406 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26609 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -3506474.000000 Penalty: 5071.127930
	Iteration 23Q: 3 clusters Score -3506474 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26653 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -3506525.500000 Penalty: 5071.127930
	Iteration 24Q: 3 clusters Score -3506526 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26695 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -3506602.000000 Penalty: 5071.127930
	Iteration 25Q: 3 clusters Score -3506602 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26719 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -3506665.000000 Penalty: 5071.127930
	Iteration 26Q: 3 clusters Score -3506665 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26740 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -3506717.500000 Penalty: 5071.127930
	Iteration 27Q: 3 clusters Score -3506718 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26753 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -3506770.500000 Penalty: 5071.127930
	Iteration 28Q: 3 clusters Score -3506770 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26773 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -3506824.750000 Penalty: 5071.127930
	Iteration 29Q: 3 clusters Score -3506825 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26774 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -3506856.500000 Penalty: 5071.127930
	Iteration 30Q: 3 clusters Score -3506856 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26785 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -3506889.000000 Penalty: 5071.127930
	Iteration 31Q: 3 clusters Score -3506889 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26782 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -3506916.500000 Penalty: 5071.127930
	Iteration 32Q: 3 clusters Score -3506916 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26779 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -3506947.000000 Penalty: 5071.127930
	Iteration 33Q: 3 clusters Score -3506947 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26785 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -3506968.750000 Penalty: 5071.127930
	Iteration 34Q: 3 clusters Score -3506969 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26786 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -3506983.000000 Penalty: 5071.127930
	Iteration 35Q: 3 clusters Score -3506983 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26785 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -3506994.250000 Penalty: 5071.127930
	Iteration 36Q: 3 clusters Score -3506994 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26791 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -3506998.250000 Penalty: 5071.127930
	Iteration 37Q: 3 clusters Score -3506998 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26792 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -3507005.250000 Penalty: 5071.127930
	Iteration 38Q: 3 clusters Score -3507005 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26798 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -3507017.000000 Penalty: 5071.127930
	Iteration 39Q: 3 clusters Score -3507017 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26802 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -3507027.000000 Penalty: 5071.127930
	Iteration 40F: 3 clusters Score -3507027 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26806 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -3507034.500000 Penalty: 5071.127930
	Iteration 41Q: 3 clusters Score -3507034 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26808 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -3507037.250000 Penalty: 5071.127930
	Iteration 42Q: 3 clusters Score -3507037 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26808 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -3507038.250000 Penalty: 5071.127930
	Iteration 43Q: 3 clusters Score -3507038 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26805 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -3507035.000000 Penalty: 5071.127930
	Iteration 44Q: 3 clusters Score -3507035 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26804 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -3507036.500000 Penalty: 5071.127930
	Iteration 45Q: 3 clusters Score -3507036 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26803 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -3507042.750000 Penalty: 5071.127930
	Iteration 46Q: 3 clusters Score -3507043 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26801 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -3507044.000000 Penalty: 5071.127930
	Iteration 47Q: 3 clusters Score -3507044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26801 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -3507048.500000 Penalty: 5071.127930
	Iteration 48Q: 3 clusters Score -3507048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26801 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -3507050.500000 Penalty: 5071.127930
	Iteration 49Q: 3 clusters Score -3507050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26802 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -3507049.000000 Penalty: 5071.127930
	Iteration 50Q: 3 clusters Score -3507049 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26801 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -3507049.500000 Penalty: 5071.127930
	Iteration 51Q: 3 clusters Score -3507050 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26801 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -3507049.500000 Penalty: 5071.127930
	Iteration 52Q: 3 clusters Score -3507050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26802 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -3507048.750000 Penalty: 5071.127930
	Iteration 53Q: 3 clusters Score -3507049 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26802 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -3507046.250000 Penalty: 5071.127930
	Iteration 54Q: 3 clusters Score -3507046 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26802 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -3507048.750000 Penalty: 5071.127930
	Iteration 55Q: 3 clusters Score -3507049 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26802 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -3507053.000000 Penalty: 5071.127930
	Iteration 56Q: 3 clusters Score -3507053 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26804 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -3507051.250000 Penalty: 5071.127930
	Iteration 57Q: 3 clusters Score -3507051 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26802 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -3507051.000000 Penalty: 5071.127930
	Iteration 58Q: 3 clusters Score -3507051 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26801 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -3507052.000000 Penalty: 5071.127930
	Iteration 59Q: 3 clusters Score -3507052 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26802 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -3507052.250000 Penalty: 5071.127930
	Iteration 60F: 3 clusters Score -3507052 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26803 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -3507056.000000 Penalty: 5071.127930
	Iteration 61Q: 3 clusters Score -3507056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26805 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -3507053.000000 Penalty: 5071.127930
	Iteration 62Q: 3 clusters Score -3507053 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26806 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -3507053.500000 Penalty: 5071.127930
	Iteration 63Q: 3 clusters Score -3507054 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26806 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -3507053.500000 Penalty: 5071.127930
	Iteration 64F: 3 clusters Score -3507054 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (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: -983062.687500 Penalty: 2227.301270
	Iteration 0F: 2 clusters Score -983062.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -976703.125000 Penalty: 4454.602539
	Iteration 0F: 3 clusters Score -976703.1 nChanged 3163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -978404.562500 Penalty: 4454.602539
	Iteration 1F: 3 clusters Score -978404.6 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -978673.125000 Penalty: 4454.602539
	Iteration 2F: 3 clusters Score -978673.1 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -978840.750000 Penalty: 4454.602539
	Iteration 3Q: 3 clusters Score -978840.8 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -978969.062500 Penalty: 4454.602539
	Iteration 4Q: 3 clusters Score -978969.1 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -979089.500000 Penalty: 4454.602539
	Iteration 5Q: 3 clusters Score -979089.5 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -979210.812500 Penalty: 4454.602539
	Iteration 6Q: 3 clusters Score -979210.8 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -979331.750000 Penalty: 4454.602539
	Iteration 7Q: 3 clusters Score -979331.8 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -979475.000000 Penalty: 4454.602539
	Iteration 8Q: 3 clusters Score -979475 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -979638.375000 Penalty: 4454.602539
	Iteration 9Q: 3 clusters Score -979638.4 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -979816.937500 Penalty: 4454.602539
	Iteration 10Q: 3 clusters Score -979816.9 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -980027.812500 Penalty: 4454.602539
	Iteration 11Q: 3 clusters Score -980027.8 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -980239.812500 Penalty: 4454.602539
	Iteration 12Q: 3 clusters Score -980239.8 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -980455.562500 Penalty: 4454.602539
	Iteration 13Q: 3 clusters Score -980455.6 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -980681.750000 Penalty: 4454.602539
	Iteration 14Q: 3 clusters Score -980681.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -980841.437500 Penalty: 4454.602539
	Iteration 15Q: 3 clusters Score -980841.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -980951.562500 Penalty: 4454.602539
	Iteration 16Q: 3 clusters Score -980951.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -981020.250000 Penalty: 4454.602539
	Iteration 17Q: 3 clusters Score -981020.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -981079.812500 Penalty: 4454.602539
	Iteration 18Q: 3 clusters Score -981079.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -981119.187500 Penalty: 4454.602539
	Iteration 19Q: 3 clusters Score -981119.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -981151.562500 Penalty: 4454.602539
	Iteration 20F: 3 clusters Score -981151.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -981173.625000 Penalty: 4454.602539
	Iteration 21Q: 3 clusters Score -981173.6 nChanged 31
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: -981192.125000 Penalty: 4454.602539
	Iteration 22Q: 3 clusters Score -981192.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -981207.187500 Penalty: 4454.602539
	Iteration 23Q: 3 clusters Score -981207.2 nChanged 28
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: -981222.000000 Penalty: 4454.602539
	Iteration 24Q: 3 clusters Score -981222 nChanged 22
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: -981232.562500 Penalty: 4454.602539
	Iteration 25Q: 3 clusters Score -981232.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -981239.125000 Penalty: 4454.602539
	Iteration 26Q: 3 clusters Score -981239.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -981255.062500 Penalty: 4454.602539
	Iteration 27Q: 3 clusters Score -981255.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -981266.562500 Penalty: 4454.602539
	Iteration 28Q: 3 clusters Score -981266.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -981280.062500 Penalty: 4454.602539
	Iteration 29Q: 3 clusters Score -981280.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -981287.125000 Penalty: 4454.602539
	Iteration 30Q: 3 clusters Score -981287.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -981290.625000 Penalty: 4454.602539
	Iteration 31Q: 3 clusters Score -981290.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -981294.187500 Penalty: 4454.602539
	Iteration 32Q: 3 clusters Score -981294.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -981300.437500 Penalty: 4454.602539
	Iteration 33Q: 3 clusters Score -981300.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -981302.625000 Penalty: 4454.602539
	Iteration 34Q: 3 clusters Score -981302.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -981305.750000 Penalty: 4454.602539
	Iteration 35Q: 3 clusters Score -981305.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -981307.375000 Penalty: 4454.602539
	Iteration 36Q: 3 clusters Score -981307.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -981316.312500 Penalty: 4454.602539
	Iteration 37Q: 3 clusters Score -981316.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -981321.625000 Penalty: 4454.602539
	Iteration 38Q: 3 clusters Score -981321.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -981326.437500 Penalty: 4454.602539
	Iteration 39Q: 3 clusters Score -981326.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -981330.937500 Penalty: 4454.602539
	Iteration 40F: 3 clusters Score -981330.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -981338.187500 Penalty: 4454.602539
	Iteration 41Q: 3 clusters Score -981338.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -981336.687500 Penalty: 4454.602539
	Iteration 42Q: 3 clusters Score -981336.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -981339.000000 Penalty: 4454.602539
	Iteration 43Q: 3 clusters Score -981339 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -981339.062500 Penalty: 4454.602539
	Iteration 44Q: 3 clusters Score -981339.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -981341.312500 Penalty: 4454.602539
	Iteration 45Q: 3 clusters Score -981341.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -981342.437500 Penalty: 4454.602539
	Iteration 46Q: 3 clusters Score -981342.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -981344.375000 Penalty: 4454.602539
	Iteration 47Q: 3 clusters Score -981344.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -981344.937500 Penalty: 4454.602539
	Iteration 48Q: 3 clusters Score -981344.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -981344.812500 Penalty: 4454.602539
	Iteration 49Q: 3 clusters Score -981344.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -981347.125000 Penalty: 4454.602539
	Iteration 50Q: 3 clusters Score -981347.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -981347.500000 Penalty: 4454.602539
	Iteration 51Q: 3 clusters Score -981347.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -981348.062500 Penalty: 4454.602539
	Iteration 52Q: 3 clusters Score -981348.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -981347.437500 Penalty: 4454.602539
	Iteration 53Q: 3 clusters Score -981347.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -981347.687500 Penalty: 4454.602539
	Iteration 54Q: 3 clusters Score -981347.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -981348.500000 Penalty: 4454.602539
	Iteration 55Q: 3 clusters Score -981348.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -981348.437500 Penalty: 4454.602539
	Iteration 56Q: 3 clusters Score -981348.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -981348.437500 Penalty: 4454.602539
	Iteration 57F: 3 clusters Score -981348.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Entering Unmasked Estep 
Score: -40468.753906 Penalty: 1424.264893
	Iteration 0F: 2 clusters Score -40468.75 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 160 members 
Entering Unmasked Estep 
Score: -39411.343750 Penalty: 2848.529785
	Iteration 0F: 3 clusters Score -39411.34 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -40281.308594 Penalty: 2848.529785
	Iteration 1F: 3 clusters Score -40281.31 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -40711.597656 Penalty: 2848.529785
	Iteration 2F: 3 clusters Score -40711.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -40846.023438 Penalty: 2848.529785
	Iteration 3Q: 3 clusters Score -40846.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -40909.132812 Penalty: 2848.529785
	Iteration 4Q: 3 clusters Score -40909.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -40971.410156 Penalty: 2848.529785
	Iteration 5Q: 3 clusters Score -40971.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -40990.820312 Penalty: 2848.529785
	Iteration 6Q: 3 clusters Score -40990.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -40998.136719 Penalty: 2848.529785
	Iteration 7Q: 3 clusters Score -40998.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -40998.136719 Penalty: 2848.529785
	Iteration 8F: 3 clusters Score -40998.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 2522 members 
Mstep: Class 3 contains 4147 members 
Mstep: Class 4 contains 12070 members 
Mstep: Class 5 contains 3187 members 
Mstep: Class 6 contains 2553 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7708 members 
Mstep: Class 9 contains 172809 members 
Mstep: Class 10 contains 8511 members 
Mstep: Class 11 contains 3817 members 
Mstep: Class 12 contains 23259 members 
Mstep: Class 13 contains 4031 members 
Mstep: Class 14 contains 6796 members 
Mstep: Class 15 contains 178708 members 
Mstep: Class 16 contains 216582 members 
Mstep: Class 17 contains 11687 members 
Mstep: Class 18 contains 29533 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4180 members 
Mstep: Class 21 contains 21804 members 
Mstep: Class 22 contains 51477 members 
Mstep: Class 23 contains 4483 members 
Mstep: Class 24 contains 1049 members 
Mstep: Class 25 contains 39521 members 
Mstep: Class 26 contains 37631 members 
Mstep: Class 27 contains 6223 members 
Mstep: Class 28 contains 25977 members 
Mstep: Class 29 contains 7492 members 
Mstep: Class 30 contains 19240 members 
Mstep: Class 31 contains 5254 members 
Mstep: Class 32 contains 17563 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11731 members 
Mstep: Class 35 contains 61437 members 
Mstep: Class 36 contains 26500 members 
Mstep: Class 37 contains 7333 members 
Mstep: Class 38 contains 252 members 
Mstep: Class 39 contains 3645 members 
Mstep: Class 40 contains 2901 members 
Mstep: Class 41 contains 28540 members 
Mstep: Class 42 contains 11212 members 
Mstep: Class 43 contains 481 members 
Mstep: Class 44 contains 2848 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10318 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27558 members 
Mstep: Class 49 contains 7951 members 
Mstep: Class 50 contains 94 members 
Mstep: Class 51 contains 28289 members 
Mstep: Class 52 contains 248 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 366 members 
Mstep: Class 56 contains 1130 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 404 members 
Mstep: Class 59 contains 911 members 
Mstep: Class 60 contains 337 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 332 members 
Mstep: Class 63 contains 1077 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 667 members 
Mstep: Class 67 contains 611 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 306 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 436 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1692 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2085 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 193 members 
Mstep: Class 79 contains 944 members 
Mstep: Class 80 contains 1274 members 
Mstep: Class 81 contains 218 members 
Entering Unmasked Estep 
Score: -147543632.000000 Penalty: 280990.781250
Splitting cluster 50 changes total score from -147544928.000000 to -147543632.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 51 (28289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28289 members 
Entering Unmasked Estep 
Score: -3733053.500000 Penalty: 2542.056641
	Iteration 0F: 2 clusters Score -3733054 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14195 members 
Mstep: Class 2 contains 14094 members 
Entering Unmasked Estep 
Score: -3713502.250000 Penalty: 5084.113281
	Iteration 0F: 3 clusters Score -3713502 nChanged 12783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14436 members 
Mstep: Class 2 contains 13853 members 
Entering Unmasked Estep 
Score: -3720552.000000 Penalty: 5084.113281
	Iteration 1F: 3 clusters Score -3720552 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14578 members 
Mstep: Class 2 contains 13711 members 
Entering Unmasked Estep 
Score: -3720995.500000 Penalty: 5084.113281
	Iteration 2Q: 3 clusters Score -3720996 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14815 members 
Mstep: Class 2 contains 13474 members 
Entering Unmasked Estep 
Score: -3721416.500000 Penalty: 5084.113281
	Iteration 3Q: 3 clusters Score -3721416 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15118 members 
Mstep: Class 2 contains 13171 members 
Entering Unmasked Estep 
Score: -3721810.500000 Penalty: 5084.113281
	Iteration 4Q: 3 clusters Score -3721810 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15593 members 
Mstep: Class 2 contains 12696 members 
Entering Unmasked Estep 
Score: -3722279.000000 Penalty: 5084.113281
	Iteration 5Q: 3 clusters Score -3722279 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16267 members 
Mstep: Class 2 contains 12022 members 
Entering Unmasked Estep 
Score: -3722926.750000 Penalty: 5084.113281
	Iteration 6Q: 3 clusters Score -3722927 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17123 members 
Mstep: Class 2 contains 11166 members 
Entering Unmasked Estep 
Score: -3723790.000000 Penalty: 5084.113281
	Iteration 7F: 3 clusters Score -3723790 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18240 members 
Mstep: Class 2 contains 10049 members 
Entering Unmasked Estep 
Score: -3725004.500000 Penalty: 5084.113281
	Iteration 8F: 3 clusters Score -3725004 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19399 members 
Mstep: Class 2 contains 8890 members 
Entering Unmasked Estep 
Score: -3726502.000000 Penalty: 5084.113281
	Iteration 9F: 3 clusters Score -3726502 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20343 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -3727907.500000 Penalty: 5084.113281
	Iteration 10F: 3 clusters Score -3727908 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20982 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -3728750.750000 Penalty: 5084.113281
	Iteration 11Q: 3 clusters Score -3728751 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21390 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -3729122.000000 Penalty: 5084.113281
	Iteration 12Q: 3 clusters Score -3729122 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21732 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -3729335.000000 Penalty: 5084.113281
	Iteration 13Q: 3 clusters Score -3729335 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22019 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -3729440.750000 Penalty: 5084.113281
	Iteration 14Q: 3 clusters Score -3729441 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22271 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -3729541.500000 Penalty: 5084.113281
	Iteration 15Q: 3 clusters Score -3729542 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22509 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -3729598.250000 Penalty: 5084.113281
	Iteration 16Q: 3 clusters Score -3729598 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22751 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -3729692.750000 Penalty: 5084.113281
	Iteration 17Q: 3 clusters Score -3729693 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22974 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -3729756.500000 Penalty: 5084.113281
	Iteration 18Q: 3 clusters Score -3729756 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23179 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -3729810.750000 Penalty: 5084.113281
	Iteration 19Q: 3 clusters Score -3729811 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23370 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -3729863.750000 Penalty: 5084.113281
	Iteration 20F: 3 clusters Score -3729864 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23539 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -3729906.250000 Penalty: 5084.113281
	Iteration 21Q: 3 clusters Score -3729906 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23705 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -3729960.000000 Penalty: 5084.113281
	Iteration 22Q: 3 clusters Score -3729960 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23867 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -3729993.750000 Penalty: 5084.113281
	Iteration 23Q: 3 clusters Score -3729994 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24001 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -3730033.500000 Penalty: 5084.113281
	Iteration 24Q: 3 clusters Score -3730034 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24134 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -3730051.250000 Penalty: 5084.113281
	Iteration 25Q: 3 clusters Score -3730051 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24267 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -3730086.250000 Penalty: 5084.113281
	Iteration 26Q: 3 clusters Score -3730086 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24401 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -3730130.500000 Penalty: 5084.113281
	Iteration 27Q: 3 clusters Score -3730130 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24530 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -3730157.000000 Penalty: 5084.113281
	Iteration 28Q: 3 clusters Score -3730157 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24634 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -3730185.500000 Penalty: 5084.113281
	Iteration 29Q: 3 clusters Score -3730186 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24735 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -3730199.000000 Penalty: 5084.113281
	Iteration 30Q: 3 clusters Score -3730199 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24827 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -3730222.000000 Penalty: 5084.113281
	Iteration 31Q: 3 clusters Score -3730222 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24933 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -3730244.500000 Penalty: 5084.113281
	Iteration 32Q: 3 clusters Score -3730244 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25038 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -3730277.000000 Penalty: 5084.113281
	Iteration 33Q: 3 clusters Score -3730277 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25140 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -3730309.250000 Penalty: 5084.113281
	Iteration 34Q: 3 clusters Score -3730309 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25228 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -3730326.750000 Penalty: 5084.113281
	Iteration 35Q: 3 clusters Score -3730327 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25319 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -3730358.500000 Penalty: 5084.113281
	Iteration 36Q: 3 clusters Score -3730358 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25403 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -3730373.500000 Penalty: 5084.113281
	Iteration 37Q: 3 clusters Score -3730374 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25484 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -3730403.500000 Penalty: 5084.113281
	Iteration 38Q: 3 clusters Score -3730404 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25571 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -3730425.750000 Penalty: 5084.113281
	Iteration 39Q: 3 clusters Score -3730426 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25656 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -3730448.000000 Penalty: 5084.113281
	Iteration 40F: 3 clusters Score -3730448 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25735 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -3730462.000000 Penalty: 5084.113281
	Iteration 41Q: 3 clusters Score -3730462 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25798 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -3730484.000000 Penalty: 5084.113281
	Iteration 42Q: 3 clusters Score -3730484 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25863 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -3730497.000000 Penalty: 5084.113281
	Iteration 43Q: 3 clusters Score -3730497 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25927 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -3730510.500000 Penalty: 5084.113281
	Iteration 44Q: 3 clusters Score -3730510 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25981 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -3730530.250000 Penalty: 5084.113281
	Iteration 45Q: 3 clusters Score -3730530 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26019 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -3730531.000000 Penalty: 5084.113281
	Iteration 46Q: 3 clusters Score -3730531 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26058 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -3730546.250000 Penalty: 5084.113281
	Iteration 47Q: 3 clusters Score -3730546 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26096 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -3730554.750000 Penalty: 5084.113281
	Iteration 48Q: 3 clusters Score -3730555 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26128 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -3730559.000000 Penalty: 5084.113281
	Iteration 49Q: 3 clusters Score -3730559 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26153 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -3730558.500000 Penalty: 5084.113281
	Iteration 50Q: 3 clusters Score -3730558 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26173 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -3730569.500000 Penalty: 5084.113281
	Iteration 51Q: 3 clusters Score -3730570 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26190 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -3730566.250000 Penalty: 5084.113281
	Iteration 52Q: 3 clusters Score -3730566 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26206 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -3730572.500000 Penalty: 5084.113281
	Iteration 53Q: 3 clusters Score -3730572 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26221 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -3730576.000000 Penalty: 5084.113281
	Iteration 54Q: 3 clusters Score -3730576 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26235 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -3730584.750000 Penalty: 5084.113281
	Iteration 55Q: 3 clusters Score -3730585 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26249 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -3730590.000000 Penalty: 5084.113281
	Iteration 56Q: 3 clusters Score -3730590 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26272 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -3730598.500000 Penalty: 5084.113281
	Iteration 57Q: 3 clusters Score -3730598 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26293 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -3730593.500000 Penalty: 5084.113281
	Iteration 58Q: 3 clusters Score -3730594 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26311 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -3730594.000000 Penalty: 5084.113281
	Iteration 59Q: 3 clusters Score -3730594 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26337 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -3730595.250000 Penalty: 5084.113281
	Iteration 60F: 3 clusters Score -3730595 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26357 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -3730593.500000 Penalty: 5084.113281
	Iteration 61Q: 3 clusters Score -3730594 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26377 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -3730601.750000 Penalty: 5084.113281
	Iteration 62Q: 3 clusters Score -3730602 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26398 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -3730611.250000 Penalty: 5084.113281
	Iteration 63Q: 3 clusters Score -3730611 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26414 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -3730611.000000 Penalty: 5084.113281
	Iteration 64Q: 3 clusters Score -3730611 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26428 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -3730608.000000 Penalty: 5084.113281
	Iteration 65Q: 3 clusters Score -3730608 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26433 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -3730611.250000 Penalty: 5084.113281
	Iteration 66Q: 3 clusters Score -3730611 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26437 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -3730609.250000 Penalty: 5084.113281
	Iteration 67Q: 3 clusters Score -3730609 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26440 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -3730608.750000 Penalty: 5084.113281
	Iteration 68Q: 3 clusters Score -3730609 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26442 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -3730608.000000 Penalty: 5084.113281
	Iteration 69Q: 3 clusters Score -3730608 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26447 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -3730613.250000 Penalty: 5084.113281
	Iteration 70Q: 3 clusters Score -3730613 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26450 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -3730616.250000 Penalty: 5084.113281
	Iteration 71Q: 3 clusters Score -3730616 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26454 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -3730619.000000 Penalty: 5084.113281
	Iteration 72Q: 3 clusters Score -3730619 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26457 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -3730618.500000 Penalty: 5084.113281
	Iteration 73Q: 3 clusters Score -3730618 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26463 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -3730615.250000 Penalty: 5084.113281
	Iteration 74Q: 3 clusters Score -3730615 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26465 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -3730618.000000 Penalty: 5084.113281
	Iteration 75Q: 3 clusters Score -3730618 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26466 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -3730615.000000 Penalty: 5084.113281
	Iteration 76Q: 3 clusters Score -3730615 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26468 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -3730617.500000 Penalty: 5084.113281
	Iteration 77Q: 3 clusters Score -3730618 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26474 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -3730625.250000 Penalty: 5084.113281
	Iteration 78Q: 3 clusters Score -3730625 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26477 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -3730627.000000 Penalty: 5084.113281
	Iteration 79Q: 3 clusters Score -3730627 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26480 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -3730627.750000 Penalty: 5084.113281
	Iteration 80F: 3 clusters Score -3730628 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26484 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -3730626.250000 Penalty: 5084.113281
	Iteration 81Q: 3 clusters Score -3730626 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26490 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -3730628.000000 Penalty: 5084.113281
	Iteration 82Q: 3 clusters Score -3730628 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26497 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -3730625.750000 Penalty: 5084.113281
	Iteration 83Q: 3 clusters Score -3730626 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26504 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -3730629.500000 Penalty: 5084.113281
	Iteration 84Q: 3 clusters Score -3730630 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26508 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -3730626.500000 Penalty: 5084.113281
	Iteration 85Q: 3 clusters Score -3730626 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26513 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -3730628.750000 Penalty: 5084.113281
	Iteration 86Q: 3 clusters Score -3730629 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26520 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -3730631.750000 Penalty: 5084.113281
	Iteration 87Q: 3 clusters Score -3730632 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26524 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -3730632.000000 Penalty: 5084.113281
	Iteration 88Q: 3 clusters Score -3730632 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26529 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -3730634.000000 Penalty: 5084.113281
	Iteration 89Q: 3 clusters Score -3730634 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26532 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -3730634.250000 Penalty: 5084.113281
	Iteration 90Q: 3 clusters Score -3730634 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26539 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -3730636.000000 Penalty: 5084.113281
	Iteration 91Q: 3 clusters Score -3730636 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26551 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -3730638.500000 Penalty: 5084.113281
	Iteration 92Q: 3 clusters Score -3730638 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26558 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -3730641.750000 Penalty: 5084.113281
	Iteration 93Q: 3 clusters Score -3730642 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26561 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -3730638.500000 Penalty: 5084.113281
	Iteration 94Q: 3 clusters Score -3730638 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26567 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -3730640.000000 Penalty: 5084.113281
	Iteration 95Q: 3 clusters Score -3730640 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26573 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -3730644.250000 Penalty: 5084.113281
	Iteration 96Q: 3 clusters Score -3730644 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26583 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -3730642.000000 Penalty: 5084.113281
	Iteration 97Q: 3 clusters Score -3730642 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26596 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -3730648.250000 Penalty: 5084.113281
	Iteration 98Q: 3 clusters Score -3730648 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26609 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -3730654.250000 Penalty: 5084.113281
	Iteration 99Q: 3 clusters Score -3730654 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26618 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -3730655.500000 Penalty: 5084.113281
	Iteration 100F: 3 clusters Score -3730656 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26626 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -3730666.000000 Penalty: 5084.113281
	Iteration 101Q: 3 clusters Score -3730666 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26634 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -3730655.250000 Penalty: 5084.113281
	Iteration 102Q: 3 clusters Score -3730655 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26645 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -3730660.750000 Penalty: 5084.113281
	Iteration 103Q: 3 clusters Score -3730661 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26650 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -3730664.000000 Penalty: 5084.113281
	Iteration 104Q: 3 clusters Score -3730664 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26657 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -3730657.750000 Penalty: 5084.113281
	Iteration 105Q: 3 clusters Score -3730658 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26664 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -3730659.250000 Penalty: 5084.113281
	Iteration 106Q: 3 clusters Score -3730659 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26673 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -3730661.750000 Penalty: 5084.113281
	Iteration 107Q: 3 clusters Score -3730662 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26682 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -3730668.250000 Penalty: 5084.113281
	Iteration 108Q: 3 clusters Score -3730668 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26691 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -3730673.000000 Penalty: 5084.113281
	Iteration 109Q: 3 clusters Score -3730673 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26702 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -3730679.250000 Penalty: 5084.113281
	Iteration 110Q: 3 clusters Score -3730679 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26710 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -3730680.250000 Penalty: 5084.113281
	Iteration 111Q: 3 clusters Score -3730680 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26717 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -3730684.250000 Penalty: 5084.113281
	Iteration 112Q: 3 clusters Score -3730684 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26724 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -3730684.500000 Penalty: 5084.113281
	Iteration 113Q: 3 clusters Score -3730684 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26731 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -3730684.250000 Penalty: 5084.113281
	Iteration 114Q: 3 clusters Score -3730684 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26739 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -3730688.250000 Penalty: 5084.113281
	Iteration 115Q: 3 clusters Score -3730688 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26748 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -3730691.750000 Penalty: 5084.113281
	Iteration 116Q: 3 clusters Score -3730692 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26760 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -3730696.250000 Penalty: 5084.113281
	Iteration 117Q: 3 clusters Score -3730696 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26769 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -3730705.250000 Penalty: 5084.113281
	Iteration 118Q: 3 clusters Score -3730705 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26781 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -3730706.750000 Penalty: 5084.113281
	Iteration 119Q: 3 clusters Score -3730707 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26789 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -3730706.500000 Penalty: 5084.113281
	Iteration 120F: 3 clusters Score -3730706 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26793 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -3730709.250000 Penalty: 5084.113281
	Iteration 121Q: 3 clusters Score -3730709 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26797 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -3730710.500000 Penalty: 5084.113281
	Iteration 122Q: 3 clusters Score -3730710 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26805 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -3730712.500000 Penalty: 5084.113281
	Iteration 123Q: 3 clusters Score -3730712 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26809 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -3730712.500000 Penalty: 5084.113281
	Iteration 124Q: 3 clusters Score -3730712 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26816 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -3730710.500000 Penalty: 5084.113281
	Iteration 125Q: 3 clusters Score -3730710 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26823 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -3730718.000000 Penalty: 5084.113281
	Iteration 126Q: 3 clusters Score -3730718 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26831 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -3730717.250000 Penalty: 5084.113281
	Iteration 127Q: 3 clusters Score -3730717 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26836 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -3730720.000000 Penalty: 5084.113281
	Iteration 128Q: 3 clusters Score -3730720 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26842 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -3730721.250000 Penalty: 5084.113281
	Iteration 129Q: 3 clusters Score -3730721 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26847 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -3730726.500000 Penalty: 5084.113281
	Iteration 130Q: 3 clusters Score -3730726 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26854 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -3730723.000000 Penalty: 5084.113281
	Iteration 131Q: 3 clusters Score -3730723 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26860 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -3730727.500000 Penalty: 5084.113281
	Iteration 132Q: 3 clusters Score -3730728 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26870 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -3730732.500000 Penalty: 5084.113281
	Iteration 133Q: 3 clusters Score -3730732 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26876 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -3730733.250000 Penalty: 5084.113281
	Iteration 134Q: 3 clusters Score -3730733 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26879 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -3730740.250000 Penalty: 5084.113281
	Iteration 135Q: 3 clusters Score -3730740 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26885 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -3730736.750000 Penalty: 5084.113281
	Iteration 136Q: 3 clusters Score -3730737 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26886 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -3730739.500000 Penalty: 5084.113281
	Iteration 137Q: 3 clusters Score -3730740 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26890 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -3730738.250000 Penalty: 5084.113281
	Iteration 138Q: 3 clusters Score -3730738 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26892 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -3730738.250000 Penalty: 5084.113281
	Iteration 139Q: 3 clusters Score -3730738 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26893 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -3730737.750000 Penalty: 5084.113281
	Iteration 140F: 3 clusters Score -3730738 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26896 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -3730738.500000 Penalty: 5084.113281
	Iteration 141Q: 3 clusters Score -3730738 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26900 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -3730734.750000 Penalty: 5084.113281
	Iteration 142Q: 3 clusters Score -3730735 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26906 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -3730731.000000 Penalty: 5084.113281
	Iteration 143Q: 3 clusters Score -3730731 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26914 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -3730739.000000 Penalty: 5084.113281
	Iteration 144Q: 3 clusters Score -3730739 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26917 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -3730740.250000 Penalty: 5084.113281
	Iteration 145Q: 3 clusters Score -3730740 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26920 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -3730737.250000 Penalty: 5084.113281
	Iteration 146Q: 3 clusters Score -3730737 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26922 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -3730741.750000 Penalty: 5084.113281
	Iteration 147Q: 3 clusters Score -3730742 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26923 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -3730738.500000 Penalty: 5084.113281
	Iteration 148Q: 3 clusters Score -3730738 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26923 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -3730738.500000 Penalty: 5084.113281
	Iteration 149F: 3 clusters Score -3730738 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Entering Unmasked Estep 
Score: -29262.548828 Penalty: 1367.330322
	Iteration 0F: 2 clusters Score -29262.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -28155.486328 Penalty: 2734.660645
	Iteration 0F: 3 clusters Score -28155.49 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -28571.607422 Penalty: 2734.660645
	Iteration 1F: 3 clusters Score -28571.61 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -28813.582031 Penalty: 2734.660645
	Iteration 2F: 3 clusters Score -28813.58 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -28890.796875 Penalty: 2734.660645
	Iteration 3Q: 3 clusters Score -28890.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -28983.039062 Penalty: 2734.660645
	Iteration 4Q: 3 clusters Score -28983.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -29037.273438 Penalty: 2734.660645
	Iteration 5Q: 3 clusters Score -29037.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -29058.777344 Penalty: 2734.660645
	Iteration 6Q: 3 clusters Score -29058.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -29070.214844 Penalty: 2734.660645
	Iteration 7Q: 3 clusters Score -29070.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -29073.181641 Penalty: 2734.660645
	Iteration 8Q: 3 clusters Score -29073.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -29073.181641 Penalty: 2734.660645
	Iteration 9F: 3 clusters Score -29073.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (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: -61320.179688 Penalty: 1503.818726
	Iteration 0F: 2 clusters Score -61320.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -59952.406250 Penalty: 3007.637451
	Iteration 0F: 3 clusters Score -59952.41 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -60356.179688 Penalty: 3007.637451
	Iteration 1F: 3 clusters Score -60356.18 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -60740.363281 Penalty: 3007.637451
	Iteration 2F: 3 clusters Score -60740.36 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -61123.226562 Penalty: 3007.637451
	Iteration 3F: 3 clusters Score -61123.23 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -61428.410156 Penalty: 3007.637451
	Iteration 4Q: 3 clusters Score -61428.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -61471.039062 Penalty: 3007.637451
	Iteration 5Q: 3 clusters Score -61471.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -61503.246094 Penalty: 3007.637451
	Iteration 6Q: 3 clusters Score -61503.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -61557.925781 Penalty: 3007.637451
	Iteration 7Q: 3 clusters Score -61557.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -61650.535156 Penalty: 3007.637451
	Iteration 8Q: 3 clusters Score -61650.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -61693.980469 Penalty: 3007.637451
	Iteration 9Q: 3 clusters Score -61693.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -61718.300781 Penalty: 3007.637451
	Iteration 10Q: 3 clusters Score -61718.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -61812.871094 Penalty: 3007.637451
	Iteration 11Q: 3 clusters Score -61812.87 nChanged 5
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: -61922.699219 Penalty: 3007.637451
	Iteration 12Q: 3 clusters Score -61922.7 nChanged 0
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: -61924.535156 Penalty: 3007.637451
	Iteration 13F: 3 clusters Score -61924.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -61928.042969 Penalty: 3007.637451
	Iteration 14Q: 3 clusters Score -61928.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -61928.042969 Penalty: 3007.637451
	Iteration 15F: 3 clusters Score -61928.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 2522 members 
Mstep: Class 3 contains 4147 members 
Mstep: Class 4 contains 12070 members 
Mstep: Class 5 contains 3187 members 
Mstep: Class 6 contains 2553 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7708 members 
Mstep: Class 9 contains 172809 members 
Mstep: Class 10 contains 8511 members 
Mstep: Class 11 contains 3817 members 
Mstep: Class 12 contains 23259 members 
Mstep: Class 13 contains 4031 members 
Mstep: Class 14 contains 6796 members 
Mstep: Class 15 contains 178708 members 
Mstep: Class 16 contains 216582 members 
Mstep: Class 17 contains 11687 members 
Mstep: Class 18 contains 29533 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4180 members 
Mstep: Class 21 contains 21804 members 
Mstep: Class 22 contains 51477 members 
Mstep: Class 23 contains 4483 members 
Mstep: Class 24 contains 1049 members 
Mstep: Class 25 contains 39521 members 
Mstep: Class 26 contains 37631 members 
Mstep: Class 27 contains 6223 members 
Mstep: Class 28 contains 25977 members 
Mstep: Class 29 contains 7492 members 
Mstep: Class 30 contains 19240 members 
Mstep: Class 31 contains 5254 members 
Mstep: Class 32 contains 17563 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11731 members 
Mstep: Class 35 contains 61437 members 
Mstep: Class 36 contains 26500 members 
Mstep: Class 37 contains 7333 members 
Mstep: Class 38 contains 252 members 
Mstep: Class 39 contains 3645 members 
Mstep: Class 40 contains 2901 members 
Mstep: Class 41 contains 28540 members 
Mstep: Class 42 contains 11212 members 
Mstep: Class 43 contains 481 members 
Mstep: Class 44 contains 2848 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10318 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27558 members 
Mstep: Class 49 contains 7951 members 
Mstep: Class 50 contains 312 members 
Mstep: Class 51 contains 28289 members 
Mstep: Class 52 contains 248 members 
Mstep: Class 53 contains 170 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 366 members 
Mstep: Class 56 contains 1130 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 404 members 
Mstep: Class 59 contains 911 members 
Mstep: Class 60 contains 337 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 332 members 
Mstep: Class 63 contains 1077 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 667 members 
Mstep: Class 67 contains 611 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 306 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 436 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1692 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2085 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 193 members 
Mstep: Class 79 contains 944 members 
Mstep: Class 80 contains 1274 members 
Mstep: Class 81 contains 260 members 
Entering Unmasked Estep 
Score: -147543696.000000 Penalty: 280990.781250
Splitting cluster 53 changes total score from -147544928.000000 to -147543696.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 54 (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: -23977.812500 Penalty: 1344.292725
	Iteration 0F: 2 clusters Score -23977.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -22864.796875 Penalty: 2688.585449
	Iteration 0F: 3 clusters Score -22864.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -22954.195312 Penalty: 2688.585449
	Iteration 1F: 3 clusters Score -22954.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -23003.406250 Penalty: 2688.585449
	Iteration 2Q: 3 clusters Score -23003.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -23017.482422 Penalty: 2688.585449
	Iteration 3Q: 3 clusters Score -23017.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -23025.816406 Penalty: 2688.585449
	Iteration 4Q: 3 clusters Score -23025.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -23030.339844 Penalty: 2688.585449
	Iteration 5Q: 3 clusters Score -23030.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -23042.816406 Penalty: 2688.585449
	Iteration 6Q: 3 clusters Score -23042.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -23047.513672 Penalty: 2688.585449
	Iteration 7Q: 3 clusters Score -23047.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -23051.431641 Penalty: 2688.585449
	Iteration 8Q: 3 clusters Score -23051.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -23051.431641 Penalty: 2688.585449
	Iteration 9F: 3 clusters Score -23051.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Entering Unmasked Estep 
Score: -50174.621094 Penalty: 1463.853027
	Iteration 0F: 2 clusters Score -50174.62 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 183 members 
Entering Unmasked Estep 
Score: -48855.042969 Penalty: 2927.706055
	Iteration 0F: 3 clusters Score -48855.04 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -49231.089844 Penalty: 2927.706055
	Iteration 1F: 3 clusters Score -49231.09 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -49366.378906 Penalty: 2927.706055
	Iteration 2Q: 3 clusters Score -49366.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -49409.425781 Penalty: 2927.706055
	Iteration 3Q: 3 clusters Score -49409.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -49428.644531 Penalty: 2927.706055
	Iteration 4Q: 3 clusters Score -49428.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -49448.382812 Penalty: 2927.706055
	Iteration 5Q: 3 clusters Score -49448.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -49468.558594 Penalty: 2927.706055
	Iteration 6Q: 3 clusters Score -49468.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -49503.980469 Penalty: 2927.706055
	Iteration 7Q: 3 clusters Score -49503.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -49560.171875 Penalty: 2927.706055
	Iteration 8Q: 3 clusters Score -49560.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -49588.070312 Penalty: 2927.706055
	Iteration 9Q: 3 clusters Score -49588.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -49608.566406 Penalty: 2927.706055
	Iteration 10Q: 3 clusters Score -49608.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -49626.886719 Penalty: 2927.706055
	Iteration 11Q: 3 clusters Score -49626.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -49634.472656 Penalty: 2927.706055
	Iteration 12Q: 3 clusters Score -49634.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -49634.472656 Penalty: 2927.706055
	Iteration 13F: 3 clusters Score -49634.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (1130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Entering Unmasked Estep 
Score: -137467.890625 Penalty: 1743.433350
	Iteration 0F: 2 clusters Score -137467.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -135420.234375 Penalty: 3486.866699
	Iteration 0F: 3 clusters Score -135420.2 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -135730.968750 Penalty: 3486.866699
	Iteration 1F: 3 clusters Score -135731 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -135848.046875 Penalty: 3486.866699
	Iteration 2F: 3 clusters Score -135848 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -135897.734375 Penalty: 3486.866699
	Iteration 3Q: 3 clusters Score -135897.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -135931.765625 Penalty: 3486.866699
	Iteration 4Q: 3 clusters Score -135931.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -135953.906250 Penalty: 3486.866699
	Iteration 5Q: 3 clusters Score -135953.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -135968.984375 Penalty: 3486.866699
	Iteration 6Q: 3 clusters Score -135969 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -135976.531250 Penalty: 3486.866699
	Iteration 7Q: 3 clusters Score -135976.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -135982.000000 Penalty: 3486.866699
	Iteration 8Q: 3 clusters Score -135982 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -135985.140625 Penalty: 3486.866699
	Iteration 9Q: 3 clusters Score -135985.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -135986.843750 Penalty: 3486.866699
	Iteration 10Q: 3 clusters Score -135986.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -135987.812500 Penalty: 3486.866699
	Iteration 11Q: 3 clusters Score -135987.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -135987.812500 Penalty: 3486.866699
	Iteration 12F: 3 clusters Score -135987.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Entering Unmasked Estep 
Score: -92421.273438 Penalty: 1592.562378
	Iteration 0F: 2 clusters Score -92421.27 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 322 members 
Entering Unmasked Estep 
Score: -90785.546875 Penalty: 3185.124756
	Iteration 0F: 3 clusters Score -90785.55 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -91205.937500 Penalty: 3185.124756
	Iteration 1F: 3 clusters Score -91205.94 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -91515.070312 Penalty: 3185.124756
	Iteration 2F: 3 clusters Score -91515.07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -91813.234375 Penalty: 3185.124756
	Iteration 3F: 3 clusters Score -91813.23 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -92194.429688 Penalty: 3185.124756
	Iteration 4F: 3 clusters Score -92194.43 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -92510.281250 Penalty: 3185.124756
	Iteration 5F: 3 clusters Score -92510.28 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -92736.593750 Penalty: 3185.124756
	Iteration 6Q: 3 clusters Score -92736.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -92872.687500 Penalty: 3185.124756
	Iteration 7Q: 3 clusters Score -92872.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -93153.656250 Penalty: 3185.124756
	Iteration 8Q: 3 clusters Score -93153.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -93153.656250 Penalty: 3185.124756
	Iteration 9F: 3 clusters Score -93153.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 2522 members 
Mstep: Class 3 contains 4147 members 
Mstep: Class 4 contains 12070 members 
Mstep: Class 5 contains 3187 members 
Mstep: Class 6 contains 2553 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7708 members 
Mstep: Class 9 contains 172809 members 
Mstep: Class 10 contains 8511 members 
Mstep: Class 11 contains 3817 members 
Mstep: Class 12 contains 23259 members 
Mstep: Class 13 contains 4031 members 
Mstep: Class 14 contains 6796 members 
Mstep: Class 15 contains 178708 members 
Mstep: Class 16 contains 216582 members 
Mstep: Class 17 contains 11687 members 
Mstep: Class 18 contains 29533 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4180 members 
Mstep: Class 21 contains 21804 members 
Mstep: Class 22 contains 51477 members 
Mstep: Class 23 contains 4483 members 
Mstep: Class 24 contains 1049 members 
Mstep: Class 25 contains 39521 members 
Mstep: Class 26 contains 37631 members 
Mstep: Class 27 contains 6223 members 
Mstep: Class 28 contains 25977 members 
Mstep: Class 29 contains 7492 members 
Mstep: Class 30 contains 19240 members 
Mstep: Class 31 contains 5254 members 
Mstep: Class 32 contains 17563 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11731 members 
Mstep: Class 35 contains 61437 members 
Mstep: Class 36 contains 26500 members 
Mstep: Class 37 contains 7333 members 
Mstep: Class 38 contains 252 members 
Mstep: Class 39 contains 3645 members 
Mstep: Class 40 contains 2901 members 
Mstep: Class 41 contains 28540 members 
Mstep: Class 42 contains 11212 members 
Mstep: Class 43 contains 481 members 
Mstep: Class 44 contains 2848 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10318 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27558 members 
Mstep: Class 49 contains 7951 members 
Mstep: Class 50 contains 312 members 
Mstep: Class 51 contains 28289 members 
Mstep: Class 52 contains 248 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 366 members 
Mstep: Class 56 contains 1130 members 
Mstep: Class 57 contains 285 members 
Mstep: Class 58 contains 404 members 
Mstep: Class 59 contains 911 members 
Mstep: Class 60 contains 337 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 332 members 
Mstep: Class 63 contains 1077 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 667 members 
Mstep: Class 67 contains 611 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 306 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 436 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1692 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2085 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 193 members 
Mstep: Class 79 contains 944 members 
Mstep: Class 80 contains 1274 members 
Mstep: Class 81 contains 330 members 
Entering Unmasked Estep 
Score: -147544016.000000 Penalty: 280990.781250
Splitting cluster 57 changes total score from -147544928.000000 to -147544016.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 58 (404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Entering Unmasked Estep 
Score: -34081.179688 Penalty: 1488.350830
	Iteration 0F: 2 clusters Score -34081.18 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 195 members 
Entering Unmasked Estep 
Score: -32797.187500 Penalty: 2976.701660
	Iteration 0F: 3 clusters Score -32797.19 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -33060.109375 Penalty: 2976.701660
	Iteration 1F: 3 clusters Score -33060.11 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -33136.339844 Penalty: 2976.701660
	Iteration 2F: 3 clusters Score -33136.34 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -33239.488281 Penalty: 2976.701660
	Iteration 3Q: 3 clusters Score -33239.49 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -33312.000000 Penalty: 2976.701660
	Iteration 4Q: 3 clusters Score -33312 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -33379.652344 Penalty: 2976.701660
	Iteration 5Q: 3 clusters Score -33379.65 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -33422.851562 Penalty: 2976.701660
	Iteration 6Q: 3 clusters Score -33422.85 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -33448.109375 Penalty: 2976.701660
	Iteration 7Q: 3 clusters Score -33448.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -33481.031250 Penalty: 2976.701660
	Iteration 8Q: 3 clusters Score -33481.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -33507.886719 Penalty: 2976.701660
	Iteration 9Q: 3 clusters Score -33507.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -33541.812500 Penalty: 2976.701660
	Iteration 10Q: 3 clusters Score -33541.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -33551.015625 Penalty: 2976.701660
	Iteration 11Q: 3 clusters Score -33551.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -33555.796875 Penalty: 2976.701660
	Iteration 12Q: 3 clusters Score -33555.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -33570.601562 Penalty: 2976.701660
	Iteration 13Q: 3 clusters Score -33570.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -33581.855469 Penalty: 2976.701660
	Iteration 14Q: 3 clusters Score -33581.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -33599.425781 Penalty: 2976.701660
	Iteration 15Q: 3 clusters Score -33599.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -33607.851562 Penalty: 2976.701660
	Iteration 16Q: 3 clusters Score -33607.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -33612.957031 Penalty: 2976.701660
	Iteration 17Q: 3 clusters Score -33612.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -33616.464844 Penalty: 2976.701660
	Iteration 18F: 3 clusters Score -33616.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -33624.613281 Penalty: 2976.701660
	Iteration 19Q: 3 clusters Score -33624.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -33624.613281 Penalty: 2976.701660
	Iteration 20F: 3 clusters Score -33624.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (911 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Entering Unmasked Estep 
Score: -132886.765625 Penalty: 1690.006592
	Iteration 0F: 2 clusters Score -132886.8 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 441 members 
Entering Unmasked Estep 
Score: -131162.234375 Penalty: 3380.013184
	Iteration 0F: 3 clusters Score -131162.2 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -131986.656250 Penalty: 3380.013184
	Iteration 1F: 3 clusters Score -131986.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -132435.015625 Penalty: 3380.013184
	Iteration 2F: 3 clusters Score -132435 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -132788.843750 Penalty: 3380.013184
	Iteration 3F: 3 clusters Score -132788.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -132959.046875 Penalty: 3380.013184
	Iteration 4Q: 3 clusters Score -132959 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -133017.062500 Penalty: 3380.013184
	Iteration 5Q: 3 clusters Score -133017.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -133053.656250 Penalty: 3380.013184
	Iteration 6Q: 3 clusters Score -133053.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -133199.312500 Penalty: 3380.013184
	Iteration 7Q: 3 clusters Score -133199.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -133220.296875 Penalty: 3380.013184
	Iteration 8Q: 3 clusters Score -133220.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -133221.203125 Penalty: 3380.013184
	Iteration 9Q: 3 clusters Score -133221.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -133222.078125 Penalty: 3380.013184
	Iteration 10Q: 3 clusters Score -133222.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -133223.453125 Penalty: 3380.013184
	Iteration 11Q: 3 clusters Score -133223.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -133223.453125 Penalty: 3380.013184
	Iteration 12F: 3 clusters Score -133223.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 2522 members 
Mstep: Class 3 contains 4147 members 
Mstep: Class 4 contains 12070 members 
Mstep: Class 5 contains 3187 members 
Mstep: Class 6 contains 2553 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7708 members 
Mstep: Class 9 contains 172809 members 
Mstep: Class 10 contains 8511 members 
Mstep: Class 11 contains 3817 members 
Mstep: Class 12 contains 23259 members 
Mstep: Class 13 contains 4031 members 
Mstep: Class 14 contains 6796 members 
Mstep: Class 15 contains 178708 members 
Mstep: Class 16 contains 216582 members 
Mstep: Class 17 contains 11687 members 
Mstep: Class 18 contains 29533 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4180 members 
Mstep: Class 21 contains 21804 members 
Mstep: Class 22 contains 51477 members 
Mstep: Class 23 contains 4483 members 
Mstep: Class 24 contains 1049 members 
Mstep: Class 25 contains 39521 members 
Mstep: Class 26 contains 37631 members 
Mstep: Class 27 contains 6223 members 
Mstep: Class 28 contains 25977 members 
Mstep: Class 29 contains 7492 members 
Mstep: Class 30 contains 19240 members 
Mstep: Class 31 contains 5254 members 
Mstep: Class 32 contains 17563 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11731 members 
Mstep: Class 35 contains 61437 members 
Mstep: Class 36 contains 26500 members 
Mstep: Class 37 contains 7333 members 
Mstep: Class 38 contains 252 members 
Mstep: Class 39 contains 3645 members 
Mstep: Class 40 contains 2901 members 
Mstep: Class 41 contains 28540 members 
Mstep: Class 42 contains 11212 members 
Mstep: Class 43 contains 481 members 
Mstep: Class 44 contains 2848 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10318 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27558 members 
Mstep: Class 49 contains 7951 members 
Mstep: Class 50 contains 312 members 
Mstep: Class 51 contains 28289 members 
Mstep: Class 52 contains 248 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 366 members 
Mstep: Class 56 contains 1130 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 404 members 
Mstep: Class 59 contains 548 members 
Mstep: Class 60 contains 337 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 332 members 
Mstep: Class 63 contains 1077 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 667 members 
Mstep: Class 67 contains 611 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 306 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 436 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1692 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2085 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 193 members 
Mstep: Class 79 contains 944 members 
Mstep: Class 80 contains 1274 members 
Mstep: Class 81 contains 363 members 
Entering Unmasked Estep 
Score: -147543552.000000 Penalty: 280990.781250
Splitting cluster 59 changes total score from -147544928.000000 to -147543552.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 60 (337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Entering Unmasked Estep 
Score: -46149.195312 Penalty: 1443.380615
	Iteration 0F: 2 clusters Score -46149.2 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 177 members 
Entering Unmasked Estep 
Score: -44870.140625 Penalty: 2886.761230
	Iteration 0F: 3 clusters Score -44870.14 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -45220.613281 Penalty: 2886.761230
	Iteration 1F: 3 clusters Score -45220.61 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -45459.402344 Penalty: 2886.761230
	Iteration 2F: 3 clusters Score -45459.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -45815.160156 Penalty: 2886.761230
	Iteration 3F: 3 clusters Score -45815.16 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -46224.718750 Penalty: 2886.761230
	Iteration 4F: 3 clusters Score -46224.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -46312.625000 Penalty: 2886.761230
	Iteration 5Q: 3 clusters Score -46312.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -46482.988281 Penalty: 2886.761230
	Iteration 6Q: 3 clusters Score -46482.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -46489.023438 Penalty: 2886.761230
	Iteration 7Q: 3 clusters Score -46489.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -46489.023438 Penalty: 2886.761230
	Iteration 8F: 3 clusters Score -46489.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 2522 members 
Mstep: Class 3 contains 4147 members 
Mstep: Class 4 contains 12070 members 
Mstep: Class 5 contains 3187 members 
Mstep: Class 6 contains 2553 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7708 members 
Mstep: Class 9 contains 172809 members 
Mstep: Class 10 contains 8511 members 
Mstep: Class 11 contains 3817 members 
Mstep: Class 12 contains 23259 members 
Mstep: Class 13 contains 4031 members 
Mstep: Class 14 contains 6796 members 
Mstep: Class 15 contains 178708 members 
Mstep: Class 16 contains 216582 members 
Mstep: Class 17 contains 11687 members 
Mstep: Class 18 contains 29533 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4180 members 
Mstep: Class 21 contains 21804 members 
Mstep: Class 22 contains 51477 members 
Mstep: Class 23 contains 4483 members 
Mstep: Class 24 contains 1049 members 
Mstep: Class 25 contains 39521 members 
Mstep: Class 26 contains 37631 members 
Mstep: Class 27 contains 6223 members 
Mstep: Class 28 contains 25977 members 
Mstep: Class 29 contains 7492 members 
Mstep: Class 30 contains 19240 members 
Mstep: Class 31 contains 5254 members 
Mstep: Class 32 contains 17563 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11731 members 
Mstep: Class 35 contains 61437 members 
Mstep: Class 36 contains 26500 members 
Mstep: Class 37 contains 7333 members 
Mstep: Class 38 contains 252 members 
Mstep: Class 39 contains 3645 members 
Mstep: Class 40 contains 2901 members 
Mstep: Class 41 contains 28540 members 
Mstep: Class 42 contains 11212 members 
Mstep: Class 43 contains 481 members 
Mstep: Class 44 contains 2848 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10318 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27558 members 
Mstep: Class 49 contains 7951 members 
Mstep: Class 50 contains 312 members 
Mstep: Class 51 contains 28289 members 
Mstep: Class 52 contains 248 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 366 members 
Mstep: Class 56 contains 1130 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 404 members 
Mstep: Class 59 contains 911 members 
Mstep: Class 60 contains 234 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 332 members 
Mstep: Class 63 contains 1077 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 667 members 
Mstep: Class 67 contains 611 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 306 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 436 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1692 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2085 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 193 members 
Mstep: Class 79 contains 944 members 
Mstep: Class 80 contains 1274 members 
Mstep: Class 81 contains 103 members 
Entering Unmasked Estep 
Score: -147543392.000000 Penalty: 280990.781250
Splitting cluster 60 changes total score from -147544928.000000 to -147543392.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 61 (231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Entering Unmasked Estep 
Score: -32484.908203 Penalty: 1349.719604
	Iteration 0F: 2 clusters Score -32484.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -31346.074219 Penalty: 2699.439209
	Iteration 0F: 3 clusters Score -31346.07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -31575.248047 Penalty: 2699.439209
	Iteration 1F: 3 clusters Score -31575.25 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -31742.123047 Penalty: 2699.439209
	Iteration 2F: 3 clusters Score -31742.12 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -31953.009766 Penalty: 2699.439209
	Iteration 3Q: 3 clusters Score -31953.01 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -32003.505859 Penalty: 2699.439209
	Iteration 4Q: 3 clusters Score -32003.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -32031.800781 Penalty: 2699.439209
	Iteration 5Q: 3 clusters Score -32031.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -32040.267578 Penalty: 2699.439209
	Iteration 6Q: 3 clusters Score -32040.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -32071.507812 Penalty: 2699.439209
	Iteration 7Q: 3 clusters Score -32071.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -32106.775391 Penalty: 2699.439209
	Iteration 8Q: 3 clusters Score -32106.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -32106.775391 Penalty: 2699.439209
	Iteration 9F: 3 clusters Score -32106.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Entering Unmasked Estep 
Score: -43346.859375 Penalty: 1439.673462
	Iteration 0F: 2 clusters Score -43346.86 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 157 members 
Entering Unmasked Estep 
Score: -42166.667969 Penalty: 2879.346924
	Iteration 0F: 3 clusters Score -42166.67 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -42670.093750 Penalty: 2879.346924
	Iteration 1F: 3 clusters Score -42670.09 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -43032.046875 Penalty: 2879.346924
	Iteration 2F: 3 clusters Score -43032.05 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -43233.613281 Penalty: 2879.346924
	Iteration 3Q: 3 clusters Score -43233.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -43256.843750 Penalty: 2879.346924
	Iteration 4Q: 3 clusters Score -43256.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -43268.125000 Penalty: 2879.346924
	Iteration 5Q: 3 clusters Score -43268.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -43284.675781 Penalty: 2879.346924
	Iteration 6Q: 3 clusters Score -43284.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -43326.261719 Penalty: 2879.346924
	Iteration 7Q: 3 clusters Score -43326.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -43366.968750 Penalty: 2879.346924
	Iteration 8Q: 3 clusters Score -43366.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -43375.917969 Penalty: 2879.346924
	Iteration 9Q: 3 clusters Score -43375.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -43375.917969 Penalty: 2879.346924
	Iteration 10F: 3 clusters Score -43375.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 2522 members 
Mstep: Class 3 contains 4147 members 
Mstep: Class 4 contains 12070 members 
Mstep: Class 5 contains 3187 members 
Mstep: Class 6 contains 2553 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7708 members 
Mstep: Class 9 contains 172809 members 
Mstep: Class 10 contains 8511 members 
Mstep: Class 11 contains 3817 members 
Mstep: Class 12 contains 23259 members 
Mstep: Class 13 contains 4031 members 
Mstep: Class 14 contains 6796 members 
Mstep: Class 15 contains 178708 members 
Mstep: Class 16 contains 216582 members 
Mstep: Class 17 contains 11687 members 
Mstep: Class 18 contains 29533 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4180 members 
Mstep: Class 21 contains 21804 members 
Mstep: Class 22 contains 51477 members 
Mstep: Class 23 contains 4483 members 
Mstep: Class 24 contains 1049 members 
Mstep: Class 25 contains 39521 members 
Mstep: Class 26 contains 37631 members 
Mstep: Class 27 contains 6223 members 
Mstep: Class 28 contains 25977 members 
Mstep: Class 29 contains 7492 members 
Mstep: Class 30 contains 19240 members 
Mstep: Class 31 contains 5254 members 
Mstep: Class 32 contains 17563 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11731 members 
Mstep: Class 35 contains 61437 members 
Mstep: Class 36 contains 26500 members 
Mstep: Class 37 contains 7333 members 
Mstep: Class 38 contains 252 members 
Mstep: Class 39 contains 3645 members 
Mstep: Class 40 contains 2901 members 
Mstep: Class 41 contains 28540 members 
Mstep: Class 42 contains 11212 members 
Mstep: Class 43 contains 481 members 
Mstep: Class 44 contains 2848 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10318 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27558 members 
Mstep: Class 49 contains 7951 members 
Mstep: Class 50 contains 312 members 
Mstep: Class 51 contains 28289 members 
Mstep: Class 52 contains 248 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 366 members 
Mstep: Class 56 contains 1130 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 404 members 
Mstep: Class 59 contains 911 members 
Mstep: Class 60 contains 337 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 192 members 
Mstep: Class 63 contains 1077 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 667 members 
Mstep: Class 67 contains 611 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 306 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 436 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1692 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2085 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 193 members 
Mstep: Class 79 contains 944 members 
Mstep: Class 80 contains 1274 members 
Mstep: Class 81 contains 140 members 
Entering Unmasked Estep 
Score: -147543216.000000 Penalty: 280990.781250
Splitting cluster 62 changes total score from -147544928.000000 to -147543216.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 63 (1077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Entering Unmasked Estep 
Score: -143036.062500 Penalty: 1731.519775
	Iteration 0F: 2 clusters Score -143036.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -141244.328125 Penalty: 3463.039551
	Iteration 0F: 3 clusters Score -141244.3 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -142292.781250 Penalty: 3463.039551
	Iteration 1F: 3 clusters Score -142292.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -142670.953125 Penalty: 3463.039551
	Iteration 2F: 3 clusters Score -142671 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -142828.593750 Penalty: 3463.039551
	Iteration 3F: 3 clusters Score -142828.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -142886.234375 Penalty: 3463.039551
	Iteration 4Q: 3 clusters Score -142886.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -142957.140625 Penalty: 3463.039551
	Iteration 5Q: 3 clusters Score -142957.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -143000.406250 Penalty: 3463.039551
	Iteration 6Q: 3 clusters Score -143000.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -143018.890625 Penalty: 3463.039551
	Iteration 7Q: 3 clusters Score -143018.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -143025.593750 Penalty: 3463.039551
	Iteration 8Q: 3 clusters Score -143025.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -143040.406250 Penalty: 3463.039551
	Iteration 9Q: 3 clusters Score -143040.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -143042.406250 Penalty: 3463.039551
	Iteration 10Q: 3 clusters Score -143042.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -143042.406250 Penalty: 3463.039551
	Iteration 11F: 3 clusters Score -143042.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 2522 members 
Mstep: Class 3 contains 4147 members 
Mstep: Class 4 contains 12070 members 
Mstep: Class 5 contains 3187 members 
Mstep: Class 6 contains 2553 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7708 members 
Mstep: Class 9 contains 172809 members 
Mstep: Class 10 contains 8511 members 
Mstep: Class 11 contains 3817 members 
Mstep: Class 12 contains 23259 members 
Mstep: Class 13 contains 4031 members 
Mstep: Class 14 contains 6796 members 
Mstep: Class 15 contains 178708 members 
Mstep: Class 16 contains 216582 members 
Mstep: Class 17 contains 11687 members 
Mstep: Class 18 contains 29533 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4180 members 
Mstep: Class 21 contains 21804 members 
Mstep: Class 22 contains 51477 members 
Mstep: Class 23 contains 4483 members 
Mstep: Class 24 contains 1049 members 
Mstep: Class 25 contains 39521 members 
Mstep: Class 26 contains 37631 members 
Mstep: Class 27 contains 6223 members 
Mstep: Class 28 contains 25977 members 
Mstep: Class 29 contains 7492 members 
Mstep: Class 30 contains 19240 members 
Mstep: Class 31 contains 5254 members 
Mstep: Class 32 contains 17563 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11731 members 
Mstep: Class 35 contains 61437 members 
Mstep: Class 36 contains 26500 members 
Mstep: Class 37 contains 7333 members 
Mstep: Class 38 contains 252 members 
Mstep: Class 39 contains 3645 members 
Mstep: Class 40 contains 2901 members 
Mstep: Class 41 contains 28540 members 
Mstep: Class 42 contains 11212 members 
Mstep: Class 43 contains 481 members 
Mstep: Class 44 contains 2848 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10318 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27558 members 
Mstep: Class 49 contains 7951 members 
Mstep: Class 50 contains 312 members 
Mstep: Class 51 contains 28289 members 
Mstep: Class 52 contains 248 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 366 members 
Mstep: Class 56 contains 1130 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 404 members 
Mstep: Class 59 contains 911 members 
Mstep: Class 60 contains 337 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 332 members 
Mstep: Class 63 contains 541 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 667 members 
Mstep: Class 67 contains 611 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 306 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 436 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1692 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2085 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 193 members 
Mstep: Class 79 contains 944 members 
Mstep: Class 80 contains 1274 members 
Mstep: Class 81 contains 536 members 
Entering Unmasked Estep 
Score: -147543456.000000 Penalty: 280990.781250
Splitting cluster 63 changes total score from -147544928.000000 to -147543456.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 64 (501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Entering Unmasked Estep 
Score: -71737.625000 Penalty: 1541.718262
	Iteration 0F: 2 clusters Score -71737.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -70340.335938 Penalty: 3083.436523
	Iteration 0F: 3 clusters Score -70340.34 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -71001.617188 Penalty: 3083.436523
	Iteration 1F: 3 clusters Score -71001.62 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -71531.031250 Penalty: 3083.436523
	Iteration 2F: 3 clusters Score -71531.03 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -71837.359375 Penalty: 3083.436523
	Iteration 3F: 3 clusters Score -71837.36 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -72035.648438 Penalty: 3083.436523
	Iteration 4Q: 3 clusters Score -72035.65 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -72115.054688 Penalty: 3083.436523
	Iteration 5Q: 3 clusters Score -72115.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -72128.968750 Penalty: 3083.436523
	Iteration 6Q: 3 clusters Score -72128.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -72137.867188 Penalty: 3083.436523
	Iteration 7Q: 3 clusters Score -72137.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -72145.593750 Penalty: 3083.436523
	Iteration 8Q: 3 clusters Score -72145.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -72149.976562 Penalty: 3083.436523
	Iteration 9Q: 3 clusters Score -72149.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -72150.906250 Penalty: 3083.436523
	Iteration 10F: 3 clusters Score -72150.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -72155.757812 Penalty: 3083.436523
	Iteration 11Q: 3 clusters Score -72155.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -72162.460938 Penalty: 3083.436523
	Iteration 12Q: 3 clusters Score -72162.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -72168.656250 Penalty: 3083.436523
	Iteration 13Q: 3 clusters Score -72168.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -72178.562500 Penalty: 3083.436523
	Iteration 14Q: 3 clusters Score -72178.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -72185.125000 Penalty: 3083.436523
	Iteration 15Q: 3 clusters Score -72185.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -72211.257812 Penalty: 3083.436523
	Iteration 16Q: 3 clusters Score -72211.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -72237.390625 Penalty: 3083.436523
	Iteration 17Q: 3 clusters Score -72237.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -72244.945312 Penalty: 3083.436523
	Iteration 18Q: 3 clusters Score -72244.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -72251.984375 Penalty: 3083.436523
	Iteration 19F: 3 clusters Score -72251.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -72320.398438 Penalty: 3083.436523
	Iteration 20F: 3 clusters Score -72320.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -72432.054688 Penalty: 3083.436523
	Iteration 21Q: 3 clusters Score -72432.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -72432.054688 Penalty: 3083.436523
	Iteration 22F: 3 clusters Score -72432.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 2522 members 
Mstep: Class 3 contains 4147 members 
Mstep: Class 4 contains 12070 members 
Mstep: Class 5 contains 3187 members 
Mstep: Class 6 contains 2553 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7708 members 
Mstep: Class 9 contains 172809 members 
Mstep: Class 10 contains 8511 members 
Mstep: Class 11 contains 3817 members 
Mstep: Class 12 contains 23259 members 
Mstep: Class 13 contains 4031 members 
Mstep: Class 14 contains 6796 members 
Mstep: Class 15 contains 178708 members 
Mstep: Class 16 contains 216582 members 
Mstep: Class 17 contains 11687 members 
Mstep: Class 18 contains 29533 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4180 members 
Mstep: Class 21 contains 21804 members 
Mstep: Class 22 contains 51477 members 
Mstep: Class 23 contains 4483 members 
Mstep: Class 24 contains 1049 members 
Mstep: Class 25 contains 39521 members 
Mstep: Class 26 contains 37631 members 
Mstep: Class 27 contains 6223 members 
Mstep: Class 28 contains 25977 members 
Mstep: Class 29 contains 7492 members 
Mstep: Class 30 contains 19240 members 
Mstep: Class 31 contains 5254 members 
Mstep: Class 32 contains 17563 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11731 members 
Mstep: Class 35 contains 61437 members 
Mstep: Class 36 contains 26500 members 
Mstep: Class 37 contains 7333 members 
Mstep: Class 38 contains 252 members 
Mstep: Class 39 contains 3645 members 
Mstep: Class 40 contains 2901 members 
Mstep: Class 41 contains 28540 members 
Mstep: Class 42 contains 11212 members 
Mstep: Class 43 contains 481 members 
Mstep: Class 44 contains 2848 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10318 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27558 members 
Mstep: Class 49 contains 7951 members 
Mstep: Class 50 contains 312 members 
Mstep: Class 51 contains 28289 members 
Mstep: Class 52 contains 248 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 366 members 
Mstep: Class 56 contains 1130 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 404 members 
Mstep: Class 59 contains 911 members 
Mstep: Class 60 contains 337 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 332 members 
Mstep: Class 63 contains 1077 members 
Mstep: Class 64 contains 292 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 667 members 
Mstep: Class 67 contains 611 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 306 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 436 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1692 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2085 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 193 members 
Mstep: Class 79 contains 944 members 
Mstep: Class 80 contains 1274 members 
Mstep: Class 81 contains 209 members 
Entering Unmasked Estep 
Score: -147543936.000000 Penalty: 280990.781250
Splitting cluster 64 changes total score from -147544928.000000 to -147543936.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 65 (349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Entering Unmasked Estep 
Score: -51308.796875 Penalty: 1452.057861
	Iteration 0F: 2 clusters Score -51308.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -49978.535156 Penalty: 2904.115723
	Iteration 0F: 3 clusters Score -49978.54 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -50221.832031 Penalty: 2904.115723
	Iteration 1F: 3 clusters Score -50221.83 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -50333.410156 Penalty: 2904.115723
	Iteration 2F: 3 clusters Score -50333.41 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -50497.320312 Penalty: 2904.115723
	Iteration 3Q: 3 clusters Score -50497.32 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -50610.464844 Penalty: 2904.115723
	Iteration 4Q: 3 clusters Score -50610.46 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -50703.710938 Penalty: 2904.115723
	Iteration 5Q: 3 clusters Score -50703.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -50777.324219 Penalty: 2904.115723
	Iteration 6Q: 3 clusters Score -50777.32 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -50862.207031 Penalty: 2904.115723
	Iteration 7Q: 3 clusters Score -50862.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -50885.656250 Penalty: 2904.115723
	Iteration 8Q: 3 clusters Score -50885.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -50908.437500 Penalty: 2904.115723
	Iteration 9Q: 3 clusters Score -50908.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -50908.437500 Penalty: 2904.115723
	Iteration 10F: 3 clusters Score -50908.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (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: -95209.867188 Penalty: 1612.691895
	Iteration 0F: 2 clusters Score -95209.87 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: -93695.195312 Penalty: 3225.383789
	Iteration 0F: 3 clusters Score -93695.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -94392.351562 Penalty: 3225.383789
	Iteration 1F: 3 clusters Score -94392.35 nChanged 86
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: -94939.437500 Penalty: 3225.383789
	Iteration 2F: 3 clusters Score -94939.44 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -95518.312500 Penalty: 3225.383789
	Iteration 3F: 3 clusters Score -95518.31 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -95816.484375 Penalty: 3225.383789
	Iteration 4Q: 3 clusters Score -95816.48 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -95953.296875 Penalty: 3225.383789
	Iteration 5Q: 3 clusters Score -95953.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -95964.148438 Penalty: 3225.383789
	Iteration 6Q: 3 clusters Score -95964.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -95977.578125 Penalty: 3225.383789
	Iteration 7Q: 3 clusters Score -95977.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -95977.578125 Penalty: 3225.383789
	Iteration 8F: 3 clusters Score -95977.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 2522 members 
Mstep: Class 3 contains 4147 members 
Mstep: Class 4 contains 12070 members 
Mstep: Class 5 contains 3187 members 
Mstep: Class 6 contains 2553 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7708 members 
Mstep: Class 9 contains 172809 members 
Mstep: Class 10 contains 8511 members 
Mstep: Class 11 contains 3817 members 
Mstep: Class 12 contains 23259 members 
Mstep: Class 13 contains 4031 members 
Mstep: Class 14 contains 6796 members 
Mstep: Class 15 contains 178708 members 
Mstep: Class 16 contains 216582 members 
Mstep: Class 17 contains 11687 members 
Mstep: Class 18 contains 29533 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4180 members 
Mstep: Class 21 contains 21804 members 
Mstep: Class 22 contains 51477 members 
Mstep: Class 23 contains 4483 members 
Mstep: Class 24 contains 1049 members 
Mstep: Class 25 contains 39521 members 
Mstep: Class 26 contains 37631 members 
Mstep: Class 27 contains 6223 members 
Mstep: Class 28 contains 25977 members 
Mstep: Class 29 contains 7492 members 
Mstep: Class 30 contains 19240 members 
Mstep: Class 31 contains 5254 members 
Mstep: Class 32 contains 17563 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11731 members 
Mstep: Class 35 contains 61437 members 
Mstep: Class 36 contains 26500 members 
Mstep: Class 37 contains 7333 members 
Mstep: Class 38 contains 252 members 
Mstep: Class 39 contains 3645 members 
Mstep: Class 40 contains 2901 members 
Mstep: Class 41 contains 28540 members 
Mstep: Class 42 contains 11212 members 
Mstep: Class 43 contains 481 members 
Mstep: Class 44 contains 2848 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10318 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27558 members 
Mstep: Class 49 contains 7951 members 
Mstep: Class 50 contains 312 members 
Mstep: Class 51 contains 28289 members 
Mstep: Class 52 contains 248 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 366 members 
Mstep: Class 56 contains 1130 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 404 members 
Mstep: Class 59 contains 911 members 
Mstep: Class 60 contains 337 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 332 members 
Mstep: Class 63 contains 1077 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 248 members 
Mstep: Class 67 contains 611 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 306 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 436 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1692 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2085 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 193 members 
Mstep: Class 79 contains 944 members 
Mstep: Class 80 contains 1274 members 
Mstep: Class 81 contains 419 members 
Entering Unmasked Estep 
Score: -147544080.000000 Penalty: 280990.781250
Splitting cluster 66 changes total score from -147544928.000000 to -147544080.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 67 (611 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Entering Unmasked Estep 
Score: -88943.390625 Penalty: 1590.943970
	Iteration 0F: 2 clusters Score -88943.39 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 304 members 
Entering Unmasked Estep 
Score: -87399.578125 Penalty: 3181.887939
	Iteration 0F: 3 clusters Score -87399.58 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -87876.070312 Penalty: 3181.887939
	Iteration 1F: 3 clusters Score -87876.07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -88126.421875 Penalty: 3181.887939
	Iteration 2F: 3 clusters Score -88126.42 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -88371.132812 Penalty: 3181.887939
	Iteration 3F: 3 clusters Score -88371.13 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -88518.835938 Penalty: 3181.887939
	Iteration 4F: 3 clusters Score -88518.84 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -88588.187500 Penalty: 3181.887939
	Iteration 5Q: 3 clusters Score -88588.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -88614.484375 Penalty: 3181.887939
	Iteration 6Q: 3 clusters Score -88614.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -88642.820312 Penalty: 3181.887939
	Iteration 7Q: 3 clusters Score -88642.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -88671.046875 Penalty: 3181.887939
	Iteration 8Q: 3 clusters Score -88671.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -88698.187500 Penalty: 3181.887939
	Iteration 9Q: 3 clusters Score -88698.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -88705.804688 Penalty: 3181.887939
	Iteration 10Q: 3 clusters Score -88705.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -88712.210938 Penalty: 3181.887939
	Iteration 11Q: 3 clusters Score -88712.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -88712.210938 Penalty: 3181.887939
	Iteration 12F: 3 clusters Score -88712.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Entering Unmasked Estep 
Score: -31549.523438 Penalty: 1330.761963
	Iteration 0F: 2 clusters Score -31549.52 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 96 members 
Entering Unmasked Estep 
Score: -30508.625000 Penalty: 2661.523926
	Iteration 0F: 3 clusters Score -30508.62 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -30623.521484 Penalty: 2661.523926
	Iteration 1F: 3 clusters Score -30623.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -30653.371094 Penalty: 2661.523926
	Iteration 2Q: 3 clusters Score -30653.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -30669.433594 Penalty: 2661.523926
	Iteration 3Q: 3 clusters Score -30669.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -30686.146484 Penalty: 2661.523926
	Iteration 4Q: 3 clusters Score -30686.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -30700.476562 Penalty: 2661.523926
	Iteration 5Q: 3 clusters Score -30700.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -30712.509766 Penalty: 2661.523926
	Iteration 6Q: 3 clusters Score -30712.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -30724.292969 Penalty: 2661.523926
	Iteration 7Q: 3 clusters Score -30724.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -30724.292969 Penalty: 2661.523926
	Iteration 8F: 3 clusters Score -30724.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Entering Unmasked Estep 
Score: -41400.277344 Penalty: 1419.449097
	Iteration 0F: 2 clusters Score -41400.28 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 157 members 
Entering Unmasked Estep 
Score: -40215.046875 Penalty: 2838.898193
	Iteration 0F: 3 clusters Score -40215.05 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -40505.687500 Penalty: 2838.898193
	Iteration 1F: 3 clusters Score -40505.69 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -40667.816406 Penalty: 2838.898193
	Iteration 2F: 3 clusters Score -40667.82 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -40749.199219 Penalty: 2838.898193
	Iteration 3Q: 3 clusters Score -40749.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -40764.406250 Penalty: 2838.898193
	Iteration 4Q: 3 clusters Score -40764.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -40794.027344 Penalty: 2838.898193
	Iteration 5Q: 3 clusters Score -40794.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -40814.640625 Penalty: 2838.898193
	Iteration 6Q: 3 clusters Score -40814.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -40817.890625 Penalty: 2838.898193
	Iteration 7Q: 3 clusters Score -40817.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -40817.890625 Penalty: 2838.898193
	Iteration 8F: 3 clusters Score -40817.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Entering Unmasked Estep 
Score: -20612.611328 Penalty: 1237.627319
	Iteration 0F: 2 clusters Score -20612.61 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 72 members 
Entering Unmasked Estep 
Score: -19705.263672 Penalty: 2475.254639
	Iteration 0F: 3 clusters Score -19705.26 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -19825.039062 Penalty: 2475.254639
	Iteration 1F: 3 clusters Score -19825.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -19846.023438 Penalty: 2475.254639
	Iteration 2Q: 3 clusters Score -19846.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -19846.023438 Penalty: 2475.254639
	Iteration 3F: 3 clusters Score -19846.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Entering Unmasked Estep 
Score: -63164.859375 Penalty: 1507.255371
	Iteration 0F: 2 clusters Score -63164.86 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 220 members 
Entering Unmasked Estep 
Score: -61778.328125 Penalty: 3014.510742
	Iteration 0F: 3 clusters Score -61778.33 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -62152.738281 Penalty: 3014.510742
	Iteration 1F: 3 clusters Score -62152.74 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -62467.449219 Penalty: 3014.510742
	Iteration 2F: 3 clusters Score -62467.45 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -62734.449219 Penalty: 3014.510742
	Iteration 3F: 3 clusters Score -62734.45 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -62891.164062 Penalty: 3014.510742
	Iteration 4Q: 3 clusters Score -62891.16 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -63013.410156 Penalty: 3014.510742
	Iteration 5Q: 3 clusters Score -63013.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -63111.578125 Penalty: 3014.510742
	Iteration 6Q: 3 clusters Score -63111.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -63138.023438 Penalty: 3014.510742
	Iteration 7Q: 3 clusters Score -63138.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -63196.496094 Penalty: 3014.510742
	Iteration 8Q: 3 clusters Score -63196.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -63222.468750 Penalty: 3014.510742
	Iteration 9Q: 3 clusters Score -63222.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -63222.468750 Penalty: 3014.510742
	Iteration 10F: 3 clusters Score -63222.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 2522 members 
Mstep: Class 3 contains 4147 members 
Mstep: Class 4 contains 12070 members 
Mstep: Class 5 contains 3187 members 
Mstep: Class 6 contains 2553 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7708 members 
Mstep: Class 9 contains 172809 members 
Mstep: Class 10 contains 8511 members 
Mstep: Class 11 contains 3817 members 
Mstep: Class 12 contains 23259 members 
Mstep: Class 13 contains 4031 members 
Mstep: Class 14 contains 6796 members 
Mstep: Class 15 contains 178708 members 
Mstep: Class 16 contains 216582 members 
Mstep: Class 17 contains 11687 members 
Mstep: Class 18 contains 29533 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4180 members 
Mstep: Class 21 contains 21804 members 
Mstep: Class 22 contains 51477 members 
Mstep: Class 23 contains 4483 members 
Mstep: Class 24 contains 1049 members 
Mstep: Class 25 contains 39521 members 
Mstep: Class 26 contains 37631 members 
Mstep: Class 27 contains 6223 members 
Mstep: Class 28 contains 25977 members 
Mstep: Class 29 contains 7492 members 
Mstep: Class 30 contains 19240 members 
Mstep: Class 31 contains 5254 members 
Mstep: Class 32 contains 17563 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11731 members 
Mstep: Class 35 contains 61437 members 
Mstep: Class 36 contains 26500 members 
Mstep: Class 37 contains 7333 members 
Mstep: Class 38 contains 252 members 
Mstep: Class 39 contains 3645 members 
Mstep: Class 40 contains 2901 members 
Mstep: Class 41 contains 28540 members 
Mstep: Class 42 contains 11212 members 
Mstep: Class 43 contains 481 members 
Mstep: Class 44 contains 2848 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10318 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27558 members 
Mstep: Class 49 contains 7951 members 
Mstep: Class 50 contains 312 members 
Mstep: Class 51 contains 28289 members 
Mstep: Class 52 contains 248 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 366 members 
Mstep: Class 56 contains 1130 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 404 members 
Mstep: Class 59 contains 911 members 
Mstep: Class 60 contains 337 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 332 members 
Mstep: Class 63 contains 1077 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 667 members 
Mstep: Class 67 contains 611 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 306 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 248 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1692 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2085 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 193 members 
Mstep: Class 79 contains 944 members 
Mstep: Class 80 contains 1274 members 
Mstep: Class 81 contains 188 members 
Entering Unmasked Estep 
Score: -147543232.000000 Penalty: 280990.781250
Splitting cluster 71 changes total score from -147544928.000000 to -147543232.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 72 (248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Entering Unmasked Estep 
Score: -33733.035156 Penalty: 1367.330322
	Iteration 0F: 2 clusters Score -33733.04 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 138 members 
Entering Unmasked Estep 
Score: -32586.503906 Penalty: 2734.660645
	Iteration 0F: 3 clusters Score -32586.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -32946.042969 Penalty: 2734.660645
	Iteration 1F: 3 clusters Score -32946.04 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -33213.453125 Penalty: 2734.660645
	Iteration 2F: 3 clusters Score -33213.45 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -33280.363281 Penalty: 2734.660645
	Iteration 3Q: 3 clusters Score -33280.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -33300.410156 Penalty: 2734.660645
	Iteration 4Q: 3 clusters Score -33300.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -33327.265625 Penalty: 2734.660645
	Iteration 5Q: 3 clusters Score -33327.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -33382.375000 Penalty: 2734.660645
	Iteration 6Q: 3 clusters Score -33382.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -33472.402344 Penalty: 2734.660645
	Iteration 7Q: 3 clusters Score -33472.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -33520.195312 Penalty: 2734.660645
	Iteration 8Q: 3 clusters Score -33520.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -33582.214844 Penalty: 2734.660645
	Iteration 9Q: 3 clusters Score -33582.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -33582.214844 Penalty: 2734.660645
	Iteration 10F: 3 clusters Score -33582.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 73 (215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Entering Unmasked Estep 
Score: -31694.962891 Penalty: 1331.918213
	Iteration 0F: 2 clusters Score -31694.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -30563.240234 Penalty: 2663.836426
	Iteration 0F: 3 clusters Score -30563.24 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -30698.181641 Penalty: 2663.836426
	Iteration 1F: 3 clusters Score -30698.18 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -30787.714844 Penalty: 2663.836426
	Iteration 2Q: 3 clusters Score -30787.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -30865.818359 Penalty: 2663.836426
	Iteration 3Q: 3 clusters Score -30865.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -30921.337891 Penalty: 2663.836426
	Iteration 4Q: 3 clusters Score -30921.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -30939.617188 Penalty: 2663.836426
	Iteration 5Q: 3 clusters Score -30939.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -30953.455078 Penalty: 2663.836426
	Iteration 6Q: 3 clusters Score -30953.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -30967.539062 Penalty: 2663.836426
	Iteration 7Q: 3 clusters Score -30967.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -30967.539062 Penalty: 2663.836426
	Iteration 8F: 3 clusters Score -30967.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 74 (1692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Entering Unmasked Estep 
Score: -245130.953125 Penalty: 1843.549316
	Iteration 0F: 2 clusters Score -245131 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -242900.562500 Penalty: 3687.098633
	Iteration 0F: 3 clusters Score -242900.6 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -244081.656250 Penalty: 3687.098633
	Iteration 1F: 3 clusters Score -244081.7 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -244519.921875 Penalty: 3687.098633
	Iteration 2F: 3 clusters Score -244519.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -244780.468750 Penalty: 3687.098633
	Iteration 3F: 3 clusters Score -244780.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -244952.468750 Penalty: 3687.098633
	Iteration 4Q: 3 clusters Score -244952.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -245026.375000 Penalty: 3687.098633
	Iteration 5Q: 3 clusters Score -245026.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -245080.484375 Penalty: 3687.098633
	Iteration 6Q: 3 clusters Score -245080.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -245135.281250 Penalty: 3687.098633
	Iteration 7Q: 3 clusters Score -245135.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -245157.578125 Penalty: 3687.098633
	Iteration 8Q: 3 clusters Score -245157.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -245184.750000 Penalty: 3687.098633
	Iteration 9Q: 3 clusters Score -245184.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -245214.437500 Penalty: 3687.098633
	Iteration 10Q: 3 clusters Score -245214.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -245228.921875 Penalty: 3687.098633
	Iteration 11Q: 3 clusters Score -245228.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -245233.578125 Penalty: 3687.098633
	Iteration 12Q: 3 clusters Score -245233.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -245239.031250 Penalty: 3687.098633
	Iteration 13Q: 3 clusters Score -245239 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -245242.718750 Penalty: 3687.098633
	Iteration 14Q: 3 clusters Score -245242.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -245243.515625 Penalty: 3687.098633
	Iteration 15Q: 3 clusters Score -245243.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -245244.406250 Penalty: 3687.098633
	Iteration 16Q: 3 clusters Score -245244.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -245244.406250 Penalty: 3687.098633
	Iteration 17F: 3 clusters Score -245244.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 2522 members 
Mstep: Class 3 contains 4147 members 
Mstep: Class 4 contains 12070 members 
Mstep: Class 5 contains 3187 members 
Mstep: Class 6 contains 2553 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7708 members 
Mstep: Class 9 contains 172809 members 
Mstep: Class 10 contains 8511 members 
Mstep: Class 11 contains 3817 members 
Mstep: Class 12 contains 23259 members 
Mstep: Class 13 contains 4031 members 
Mstep: Class 14 contains 6796 members 
Mstep: Class 15 contains 178708 members 
Mstep: Class 16 contains 216582 members 
Mstep: Class 17 contains 11687 members 
Mstep: Class 18 contains 29533 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4180 members 
Mstep: Class 21 contains 21804 members 
Mstep: Class 22 contains 51477 members 
Mstep: Class 23 contains 4483 members 
Mstep: Class 24 contains 1049 members 
Mstep: Class 25 contains 39521 members 
Mstep: Class 26 contains 37631 members 
Mstep: Class 27 contains 6223 members 
Mstep: Class 28 contains 25977 members 
Mstep: Class 29 contains 7492 members 
Mstep: Class 30 contains 19240 members 
Mstep: Class 31 contains 5254 members 
Mstep: Class 32 contains 17563 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11731 members 
Mstep: Class 35 contains 61437 members 
Mstep: Class 36 contains 26500 members 
Mstep: Class 37 contains 7333 members 
Mstep: Class 38 contains 252 members 
Mstep: Class 39 contains 3645 members 
Mstep: Class 40 contains 2901 members 
Mstep: Class 41 contains 28540 members 
Mstep: Class 42 contains 11212 members 
Mstep: Class 43 contains 481 members 
Mstep: Class 44 contains 2848 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10318 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27558 members 
Mstep: Class 49 contains 7951 members 
Mstep: Class 50 contains 312 members 
Mstep: Class 51 contains 28289 members 
Mstep: Class 52 contains 248 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 366 members 
Mstep: Class 56 contains 1130 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 404 members 
Mstep: Class 59 contains 911 members 
Mstep: Class 60 contains 337 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 332 members 
Mstep: Class 63 contains 1077 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 667 members 
Mstep: Class 67 contains 611 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 306 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 436 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 835 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2085 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 193 members 
Mstep: Class 79 contains 944 members 
Mstep: Class 80 contains 1274 members 
Mstep: Class 81 contains 857 members 
Entering Unmasked Estep 
Score: -147543376.000000 Penalty: 280990.781250
Splitting cluster 74 changes total score from -147544928.000000 to -147543376.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 75 (309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Entering Unmasked Estep 
Score: -42010.617188 Penalty: 1421.868652
	Iteration 0F: 2 clusters Score -42010.62 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 174 members 
Entering Unmasked Estep 
Score: -40924.984375 Penalty: 2843.737305
	Iteration 0F: 3 clusters Score -40924.98 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -41153.789062 Penalty: 2843.737305
	Iteration 1F: 3 clusters Score -41153.79 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -41444.304688 Penalty: 2843.737305
	Iteration 2F: 3 clusters Score -41444.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -41711.347656 Penalty: 2843.737305
	Iteration 3F: 3 clusters Score -41711.35 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -41746.382812 Penalty: 2843.737305
	Iteration 4Q: 3 clusters Score -41746.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -41781.378906 Penalty: 2843.737305
	Iteration 5Q: 3 clusters Score -41781.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -41799.312500 Penalty: 2843.737305
	Iteration 6Q: 3 clusters Score -41799.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -41807.269531 Penalty: 2843.737305
	Iteration 7Q: 3 clusters Score -41807.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -41813.453125 Penalty: 2843.737305
	Iteration 8Q: 3 clusters Score -41813.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -41828.480469 Penalty: 2843.737305
	Iteration 9Q: 3 clusters Score -41828.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -41842.015625 Penalty: 2843.737305
	Iteration 10Q: 3 clusters Score -41842.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -41847.988281 Penalty: 2843.737305
	Iteration 11Q: 3 clusters Score -41847.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -41861.613281 Penalty: 2843.737305
	Iteration 12Q: 3 clusters Score -41861.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -41870.710938 Penalty: 2843.737305
	Iteration 13Q: 3 clusters Score -41870.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -41870.710938 Penalty: 2843.737305
	Iteration 14F: 3 clusters Score -41870.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 76 (2085 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Entering Unmasked Estep 
Score: -277967.218750 Penalty: 1895.346069
	Iteration 0F: 2 clusters Score -277967.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -275453.250000 Penalty: 3790.692139
	Iteration 0F: 3 clusters Score -275453.2 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -276700.437500 Penalty: 3790.692139
	Iteration 1F: 3 clusters Score -276700.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -277295.968750 Penalty: 3790.692139
	Iteration 2F: 3 clusters Score -277296 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -277626.000000 Penalty: 3790.692139
	Iteration 3F: 3 clusters Score -277626 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -277770.156250 Penalty: 3790.692139
	Iteration 4Q: 3 clusters Score -277770.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -277815.562500 Penalty: 3790.692139
	Iteration 5Q: 3 clusters Score -277815.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -277834.406250 Penalty: 3790.692139
	Iteration 6Q: 3 clusters Score -277834.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -277852.781250 Penalty: 3790.692139
	Iteration 7Q: 3 clusters Score -277852.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -277875.468750 Penalty: 3790.692139
	Iteration 8Q: 3 clusters Score -277875.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -277902.843750 Penalty: 3790.692139
	Iteration 9Q: 3 clusters Score -277902.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -277920.375000 Penalty: 3790.692139
	Iteration 10Q: 3 clusters Score -277920.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -277934.406250 Penalty: 3790.692139
	Iteration 11Q: 3 clusters Score -277934.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -277945.031250 Penalty: 3790.692139
	Iteration 12Q: 3 clusters Score -277945 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -277949.375000 Penalty: 3790.692139
	Iteration 13Q: 3 clusters Score -277949.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -277954.375000 Penalty: 3790.692139
	Iteration 14Q: 3 clusters Score -277954.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -277962.125000 Penalty: 3790.692139
	Iteration 15Q: 3 clusters Score -277962.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -277970.250000 Penalty: 3790.692139
	Iteration 16Q: 3 clusters Score -277970.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -277974.687500 Penalty: 3790.692139
	Iteration 17Q: 3 clusters Score -277974.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -277980.812500 Penalty: 3790.692139
	Iteration 18Q: 3 clusters Score -277980.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -277985.343750 Penalty: 3790.692139
	Iteration 19Q: 3 clusters Score -277985.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -277988.531250 Penalty: 3790.692139
	Iteration 20F: 3 clusters Score -277988.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -277989.718750 Penalty: 3790.692139
	Iteration 21Q: 3 clusters Score -277989.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -277989.843750 Penalty: 3790.692139
	Iteration 22Q: 3 clusters Score -277989.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -277990.718750 Penalty: 3790.692139
	Iteration 23Q: 3 clusters Score -277990.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -277992.375000 Penalty: 3790.692139
	Iteration 24Q: 3 clusters Score -277992.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -277992.781250 Penalty: 3790.692139
	Iteration 25Q: 3 clusters Score -277992.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -277993.750000 Penalty: 3790.692139
	Iteration 26Q: 3 clusters Score -277993.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -277995.187500 Penalty: 3790.692139
	Iteration 27Q: 3 clusters Score -277995.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -277995.968750 Penalty: 3790.692139
	Iteration 28Q: 3 clusters Score -277996 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -277995.968750 Penalty: 3790.692139
	Iteration 29F: 3 clusters Score -277996 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 2522 members 
Mstep: Class 3 contains 4147 members 
Mstep: Class 4 contains 12070 members 
Mstep: Class 5 contains 3187 members 
Mstep: Class 6 contains 2553 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7708 members 
Mstep: Class 9 contains 172809 members 
Mstep: Class 10 contains 8511 members 
Mstep: Class 11 contains 3817 members 
Mstep: Class 12 contains 23259 members 
Mstep: Class 13 contains 4031 members 
Mstep: Class 14 contains 6796 members 
Mstep: Class 15 contains 178708 members 
Mstep: Class 16 contains 216582 members 
Mstep: Class 17 contains 11687 members 
Mstep: Class 18 contains 29533 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4180 members 
Mstep: Class 21 contains 21804 members 
Mstep: Class 22 contains 51477 members 
Mstep: Class 23 contains 4483 members 
Mstep: Class 24 contains 1049 members 
Mstep: Class 25 contains 39521 members 
Mstep: Class 26 contains 37631 members 
Mstep: Class 27 contains 6223 members 
Mstep: Class 28 contains 25977 members 
Mstep: Class 29 contains 7492 members 
Mstep: Class 30 contains 19240 members 
Mstep: Class 31 contains 5254 members 
Mstep: Class 32 contains 17563 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11731 members 
Mstep: Class 35 contains 61437 members 
Mstep: Class 36 contains 26500 members 
Mstep: Class 37 contains 7333 members 
Mstep: Class 38 contains 252 members 
Mstep: Class 39 contains 3645 members 
Mstep: Class 40 contains 2901 members 
Mstep: Class 41 contains 28540 members 
Mstep: Class 42 contains 11212 members 
Mstep: Class 43 contains 481 members 
Mstep: Class 44 contains 2848 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10318 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27558 members 
Mstep: Class 49 contains 7951 members 
Mstep: Class 50 contains 312 members 
Mstep: Class 51 contains 28289 members 
Mstep: Class 52 contains 248 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 366 members 
Mstep: Class 56 contains 1130 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 404 members 
Mstep: Class 59 contains 911 members 
Mstep: Class 60 contains 337 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 332 members 
Mstep: Class 63 contains 1077 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 667 members 
Mstep: Class 67 contains 611 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 306 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 436 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1692 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 1305 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 193 members 
Mstep: Class 79 contains 944 members 
Mstep: Class 80 contains 1274 members 
Mstep: Class 81 contains 780 members 
Entering Unmasked Estep 
Score: -147543424.000000 Penalty: 280990.781250
Splitting cluster 76 changes total score from -147544928.000000 to -147543424.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 77 (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: -59391.492188 Penalty: 1497.983154
	Iteration 0F: 2 clusters Score -59391.49 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 219 members 
Entering Unmasked Estep 
Score: -57966.269531 Penalty: 2995.966309
	Iteration 0F: 3 clusters Score -57966.27 nChanged 77
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: -58239.082031 Penalty: 2995.966309
	Iteration 1F: 3 clusters Score -58239.08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -58434.074219 Penalty: 2995.966309
	Iteration 2F: 3 clusters Score -58434.07 nChanged 34
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: -58779.710938 Penalty: 2995.966309
	Iteration 3F: 3 clusters Score -58779.71 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -58950.484375 Penalty: 2995.966309
	Iteration 4Q: 3 clusters Score -58950.48 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -59057.121094 Penalty: 2995.966309
	Iteration 5Q: 3 clusters Score -59057.12 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: -59177.765625 Penalty: 2995.966309
	Iteration 6Q: 3 clusters Score -59177.77 nChanged 7
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: -59263.312500 Penalty: 2995.966309
	Iteration 7Q: 3 clusters Score -59263.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -59304.710938 Penalty: 2995.966309
	Iteration 8Q: 3 clusters Score -59304.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -59334.042969 Penalty: 2995.966309
	Iteration 9Q: 3 clusters Score -59334.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -59480.421875 Penalty: 2995.966309
	Iteration 10Q: 3 clusters Score -59480.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -59480.421875 Penalty: 2995.966309
	Iteration 11F: 3 clusters Score -59480.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 2522 members 
Mstep: Class 3 contains 4147 members 
Mstep: Class 4 contains 12070 members 
Mstep: Class 5 contains 3187 members 
Mstep: Class 6 contains 2553 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7708 members 
Mstep: Class 9 contains 172809 members 
Mstep: Class 10 contains 8511 members 
Mstep: Class 11 contains 3817 members 
Mstep: Class 12 contains 23259 members 
Mstep: Class 13 contains 4031 members 
Mstep: Class 14 contains 6796 members 
Mstep: Class 15 contains 178708 members 
Mstep: Class 16 contains 216582 members 
Mstep: Class 17 contains 11687 members 
Mstep: Class 18 contains 29533 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4180 members 
Mstep: Class 21 contains 21804 members 
Mstep: Class 22 contains 51477 members 
Mstep: Class 23 contains 4483 members 
Mstep: Class 24 contains 1049 members 
Mstep: Class 25 contains 39521 members 
Mstep: Class 26 contains 37631 members 
Mstep: Class 27 contains 6223 members 
Mstep: Class 28 contains 25977 members 
Mstep: Class 29 contains 7492 members 
Mstep: Class 30 contains 19240 members 
Mstep: Class 31 contains 5254 members 
Mstep: Class 32 contains 17563 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11731 members 
Mstep: Class 35 contains 61437 members 
Mstep: Class 36 contains 26500 members 
Mstep: Class 37 contains 7333 members 
Mstep: Class 38 contains 252 members 
Mstep: Class 39 contains 3645 members 
Mstep: Class 40 contains 2901 members 
Mstep: Class 41 contains 28540 members 
Mstep: Class 42 contains 11212 members 
Mstep: Class 43 contains 481 members 
Mstep: Class 44 contains 2848 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10318 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27558 members 
Mstep: Class 49 contains 7951 members 
Mstep: Class 50 contains 312 members 
Mstep: Class 51 contains 28289 members 
Mstep: Class 52 contains 248 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 366 members 
Mstep: Class 56 contains 1130 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 404 members 
Mstep: Class 59 contains 911 members 
Mstep: Class 60 contains 337 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 332 members 
Mstep: Class 63 contains 1077 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 667 members 
Mstep: Class 67 contains 611 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 306 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 436 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1692 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2085 members 
Mstep: Class 77 contains 176 members 
Mstep: Class 78 contains 193 members 
Mstep: Class 79 contains 944 members 
Mstep: Class 80 contains 1274 members 
Mstep: Class 81 contains 244 members 
Entering Unmasked Estep 
Score: -147543296.000000 Penalty: 280990.781250
Splitting cluster 77 changes total score from -147544928.000000 to -147543296.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 78 (193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Entering Unmasked Estep 
Score: -26452.748047 Penalty: 1305.147095
	Iteration 0F: 2 clusters Score -26452.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -25391.310547 Penalty: 2610.294189
	Iteration 0F: 3 clusters Score -25391.31 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -25511.339844 Penalty: 2610.294189
	Iteration 1F: 3 clusters Score -25511.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -25578.607422 Penalty: 2610.294189
	Iteration 2Q: 3 clusters Score -25578.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -25650.925781 Penalty: 2610.294189
	Iteration 3Q: 3 clusters Score -25650.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -25684.054688 Penalty: 2610.294189
	Iteration 4Q: 3 clusters Score -25684.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -25735.388672 Penalty: 2610.294189
	Iteration 5Q: 3 clusters Score -25735.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -25758.509766 Penalty: 2610.294189
	Iteration 6Q: 3 clusters Score -25758.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -25767.451172 Penalty: 2610.294189
	Iteration 7Q: 3 clusters Score -25767.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -25773.142578 Penalty: 2610.294189
	Iteration 8Q: 3 clusters Score -25773.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -25800.953125 Penalty: 2610.294189
	Iteration 9Q: 3 clusters Score -25800.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -25800.953125 Penalty: 2610.294189
	Iteration 10F: 3 clusters Score -25800.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 79 (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: -144668.921875 Penalty: 1698.831299
	Iteration 0F: 2 clusters Score -144668.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -142878.296875 Penalty: 3397.662598
	Iteration 0F: 3 clusters Score -142878.3 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -143447.796875 Penalty: 3397.662598
	Iteration 1F: 3 clusters Score -143447.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -143903.531250 Penalty: 3397.662598
	Iteration 2F: 3 clusters Score -143903.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -144280.265625 Penalty: 3397.662598
	Iteration 3F: 3 clusters Score -144280.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -144538.953125 Penalty: 3397.662598
	Iteration 4F: 3 clusters Score -144539 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -144727.078125 Penalty: 3397.662598
	Iteration 5Q: 3 clusters Score -144727.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -144885.281250 Penalty: 3397.662598
	Iteration 6Q: 3 clusters Score -144885.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -144959.640625 Penalty: 3397.662598
	Iteration 7Q: 3 clusters Score -144959.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -145028.937500 Penalty: 3397.662598
	Iteration 8Q: 3 clusters Score -145028.9 nChanged 3
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: -145040.515625 Penalty: 3397.662598
	Iteration 9Q: 3 clusters Score -145040.5 nChanged 2
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: -145046.781250 Penalty: 3397.662598
	Iteration 10Q: 3 clusters Score -145046.8 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: -145058.250000 Penalty: 3397.662598
	Iteration 11Q: 3 clusters Score -145058.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -145093.234375 Penalty: 3397.662598
	Iteration 12Q: 3 clusters Score -145093.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -145121.234375 Penalty: 3397.662598
	Iteration 13Q: 3 clusters Score -145121.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -145131.046875 Penalty: 3397.662598
	Iteration 14Q: 3 clusters Score -145131 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -145136.406250 Penalty: 3397.662598
	Iteration 15Q: 3 clusters Score -145136.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -145142.562500 Penalty: 3397.662598
	Iteration 16Q: 3 clusters Score -145142.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -145163.578125 Penalty: 3397.662598
	Iteration 17Q: 3 clusters Score -145163.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -145180.046875 Penalty: 3397.662598
	Iteration 18Q: 3 clusters Score -145180 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -145180.046875 Penalty: 3397.662598
	Iteration 19F: 3 clusters Score -145180 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 2522 members 
Mstep: Class 3 contains 4147 members 
Mstep: Class 4 contains 12070 members 
Mstep: Class 5 contains 3187 members 
Mstep: Class 6 contains 2553 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7708 members 
Mstep: Class 9 contains 172809 members 
Mstep: Class 10 contains 8511 members 
Mstep: Class 11 contains 3817 members 
Mstep: Class 12 contains 23259 members 
Mstep: Class 13 contains 4031 members 
Mstep: Class 14 contains 6796 members 
Mstep: Class 15 contains 178708 members 
Mstep: Class 16 contains 216582 members 
Mstep: Class 17 contains 11687 members 
Mstep: Class 18 contains 29533 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4180 members 
Mstep: Class 21 contains 21804 members 
Mstep: Class 22 contains 51477 members 
Mstep: Class 23 contains 4483 members 
Mstep: Class 24 contains 1049 members 
Mstep: Class 25 contains 39521 members 
Mstep: Class 26 contains 37631 members 
Mstep: Class 27 contains 6223 members 
Mstep: Class 28 contains 25977 members 
Mstep: Class 29 contains 7492 members 
Mstep: Class 30 contains 19240 members 
Mstep: Class 31 contains 5254 members 
Mstep: Class 32 contains 17563 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11731 members 
Mstep: Class 35 contains 61437 members 
Mstep: Class 36 contains 26500 members 
Mstep: Class 37 contains 7333 members 
Mstep: Class 38 contains 252 members 
Mstep: Class 39 contains 3645 members 
Mstep: Class 40 contains 2901 members 
Mstep: Class 41 contains 28540 members 
Mstep: Class 42 contains 11212 members 
Mstep: Class 43 contains 481 members 
Mstep: Class 44 contains 2848 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10318 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27558 members 
Mstep: Class 49 contains 7951 members 
Mstep: Class 50 contains 312 members 
Mstep: Class 51 contains 28289 members 
Mstep: Class 52 contains 248 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 366 members 
Mstep: Class 56 contains 1130 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 404 members 
Mstep: Class 59 contains 911 members 
Mstep: Class 60 contains 337 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 332 members 
Mstep: Class 63 contains 1077 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 667 members 
Mstep: Class 67 contains 611 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 306 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 436 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1692 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2085 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 193 members 
Mstep: Class 79 contains 419 members 
Mstep: Class 80 contains 1274 members 
Mstep: Class 81 contains 525 members 
Entering Unmasked Estep 
Score: -147543728.000000 Penalty: 280990.781250
Splitting cluster 79 changes total score from -147544928.000000 to -147543728.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 2522 members 
Mstep: Class 3 contains 4147 members 
Mstep: Class 4 contains 12070 members 
Mstep: Class 5 contains 3187 members 
Mstep: Class 6 contains 2553 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7708 members 
Mstep: Class 9 contains 172809 members 
Mstep: Class 10 contains 8511 members 
Mstep: Class 11 contains 3817 members 
Mstep: Class 12 contains 23259 members 
Mstep: Class 13 contains 4031 members 
Mstep: Class 14 contains 6796 members 
Mstep: Class 15 contains 178708 members 
Mstep: Class 16 contains 216582 members 
Mstep: Class 17 contains 11687 members 
Mstep: Class 18 contains 29533 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4180 members 
Mstep: Class 21 contains 21804 members 
Mstep: Class 22 contains 51477 members 
Mstep: Class 23 contains 4483 members 
Mstep: Class 24 contains 1049 members 
Mstep: Class 25 contains 39521 members 
Mstep: Class 26 contains 37631 members 
Mstep: Class 27 contains 6223 members 
Mstep: Class 28 contains 25977 members 
Mstep: Class 29 contains 7492 members 
Mstep: Class 30 contains 19240 members 
Mstep: Class 31 contains 5254 members 
Mstep: Class 32 contains 17563 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11731 members 
Mstep: Class 35 contains 61437 members 
Mstep: Class 36 contains 26500 members 
Mstep: Class 37 contains 7333 members 
Mstep: Class 38 contains 252 members 
Mstep: Class 39 contains 3645 members 
Mstep: Class 40 contains 2901 members 
Mstep: Class 41 contains 28540 members 
Mstep: Class 42 contains 11212 members 
Mstep: Class 43 contains 481 members 
Mstep: Class 44 contains 2848 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10318 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27558 members 
Mstep: Class 49 contains 7951 members 
Mstep: Class 50 contains 312 members 
Mstep: Class 51 contains 28289 members 
Mstep: Class 52 contains 248 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 366 members 
Mstep: Class 56 contains 1130 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 404 members 
Mstep: Class 59 contains 911 members 
Mstep: Class 60 contains 337 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 332 members 
Mstep: Class 63 contains 1077 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 667 members 
Mstep: Class 67 contains 611 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 306 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 436 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1692 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2085 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 193 members 
Mstep: Class 79 contains 944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147545392.000000 Penalty: 277521.750000
Iteration 359Q: 81 clusters Score -1.475454e+08 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 2522 members 
Mstep: Class 3 contains 4142 members 
Mstep: Class 4 contains 12070 members 
Mstep: Class 5 contains 3187 members 
Mstep: Class 6 contains 2553 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7708 members 
Mstep: Class 9 contains 172809 members 
Mstep: Class 10 contains 8511 members 
Mstep: Class 11 contains 3817 members 
Mstep: Class 12 contains 23259 members 
Mstep: Class 13 contains 4031 members 
Mstep: Class 14 contains 6796 members 
Mstep: Class 15 contains 178714 members 
Mstep: Class 16 contains 216580 members 
Mstep: Class 17 contains 11687 members 
Mstep: Class 18 contains 29533 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4180 members 
Mstep: Class 21 contains 21801 members 
Mstep: Class 22 contains 51477 members 
Mstep: Class 23 contains 4483 members 
Mstep: Class 24 contains 1020 members 
Mstep: Class 25 contains 39521 members 
Mstep: Class 26 contains 37631 members 
Mstep: Class 27 contains 6223 members 
Mstep: Class 28 contains 25977 members 
Mstep: Class 29 contains 7492 members 
Mstep: Class 30 contains 19240 members 
Mstep: Class 31 contains 5254 members 
Mstep: Class 32 contains 17563 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11731 members 
Mstep: Class 35 contains 61436 members 
Mstep: Class 36 contains 26500 members 
Mstep: Class 37 contains 7333 members 
Mstep: Class 38 contains 253 members 
Mstep: Class 39 contains 3645 members 
Mstep: Class 40 contains 2901 members 
Mstep: Class 41 contains 28543 members 
Mstep: Class 42 contains 11212 members 
Mstep: Class 43 contains 481 members 
Mstep: Class 44 contains 2848 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10318 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27558 members 
Mstep: Class 49 contains 7951 members 
Mstep: Class 50 contains 312 members 
Mstep: Class 51 contains 28286 members 
Mstep: Class 52 contains 248 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 369 members 
Mstep: Class 56 contains 1130 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 404 members 
Mstep: Class 59 contains 910 members 
Mstep: Class 60 contains 337 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 332 members 
Mstep: Class 63 contains 1082 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 667 members 
Mstep: Class 67 contains 615 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 308 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 436 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1695 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2142 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 191 members 
Mstep: Class 79 contains 944 members 
Mstep: Class 80 contains 1236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147545664.000000 Penalty: 277521.750000
Iteration 360F: 81 clusters Score -1.475457e+08 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 2522 members 
Mstep: Class 3 contains 4140 members 
Mstep: Class 4 contains 12070 members 
Mstep: Class 5 contains 3187 members 
Mstep: Class 6 contains 2553 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7708 members 
Mstep: Class 9 contains 172809 members 
Mstep: Class 10 contains 8511 members 
Mstep: Class 11 contains 3817 members 
Mstep: Class 12 contains 23259 members 
Mstep: Class 13 contains 4031 members 
Mstep: Class 14 contains 6796 members 
Mstep: Class 15 contains 178716 members 
Mstep: Class 16 contains 216575 members 
Mstep: Class 17 contains 11687 members 
Mstep: Class 18 contains 29533 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4180 members 
Mstep: Class 21 contains 21800 members 
Mstep: Class 22 contains 51478 members 
Mstep: Class 23 contains 4483 members 
Mstep: Class 24 contains 998 members 
Mstep: Class 25 contains 39522 members 
Mstep: Class 26 contains 37631 members 
Mstep: Class 27 contains 6223 members 
Mstep: Class 28 contains 25978 members 
Mstep: Class 29 contains 7492 members 
Mstep: Class 30 contains 19240 members 
Mstep: Class 31 contains 5254 members 
Mstep: Class 32 contains 17563 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11731 members 
Mstep: Class 35 contains 61436 members 
Mstep: Class 36 contains 26499 members 
Mstep: Class 37 contains 7333 members 
Mstep: Class 38 contains 254 members 
Mstep: Class 39 contains 3645 members 
Mstep: Class 40 contains 2901 members 
Mstep: Class 41 contains 28548 members 
Mstep: Class 42 contains 11212 members 
Mstep: Class 43 contains 481 members 
Mstep: Class 44 contains 2848 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10318 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27558 members 
Mstep: Class 49 contains 7951 members 
Mstep: Class 50 contains 312 members 
Mstep: Class 51 contains 28283 members 
Mstep: Class 52 contains 248 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 371 members 
Mstep: Class 56 contains 1130 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 404 members 
Mstep: Class 59 contains 910 members 
Mstep: Class 60 contains 337 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 332 members 
Mstep: Class 63 contains 1084 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 666 members 
Mstep: Class 67 contains 618 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 312 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 436 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1693 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2138 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 190 members 
Mstep: Class 79 contains 945 members 
Mstep: Class 80 contains 1255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147545712.000000 Penalty: 277521.750000
Iteration 361Q: 81 clusters Score -1.475457e+08 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 2522 members 
Mstep: Class 3 contains 4140 members 
Mstep: Class 4 contains 12070 members 
Mstep: Class 5 contains 3187 members 
Mstep: Class 6 contains 2553 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7708 members 
Mstep: Class 9 contains 172809 members 
Mstep: Class 10 contains 8511 members 
Mstep: Class 11 contains 3817 members 
Mstep: Class 12 contains 23259 members 
Mstep: Class 13 contains 4031 members 
Mstep: Class 14 contains 6796 members 
Mstep: Class 15 contains 178712 members 
Mstep: Class 16 contains 216572 members 
Mstep: Class 17 contains 11687 members 
Mstep: Class 18 contains 29533 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4180 members 
Mstep: Class 21 contains 21800 members 
Mstep: Class 22 contains 51478 members 
Mstep: Class 23 contains 4483 members 
Mstep: Class 24 contains 980 members 
Mstep: Class 25 contains 39522 members 
Mstep: Class 26 contains 37631 members 
Mstep: Class 27 contains 6223 members 
Mstep: Class 28 contains 25978 members 
Mstep: Class 29 contains 7492 members 
Mstep: Class 30 contains 19240 members 
Mstep: Class 31 contains 5254 members 
Mstep: Class 32 contains 17563 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11731 members 
Mstep: Class 35 contains 61436 members 
Mstep: Class 36 contains 26499 members 
Mstep: Class 37 contains 7333 members 
Mstep: Class 38 contains 254 members 
Mstep: Class 39 contains 3645 members 
Mstep: Class 40 contains 2901 members 
Mstep: Class 41 contains 28556 members 
Mstep: Class 42 contains 11212 members 
Mstep: Class 43 contains 481 members 
Mstep: Class 44 contains 2848 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10318 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27558 members 
Mstep: Class 49 contains 7951 members 
Mstep: Class 50 contains 312 members 
Mstep: Class 51 contains 28282 members 
Mstep: Class 52 contains 249 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 371 members 
Mstep: Class 56 contains 1130 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 404 members 
Mstep: Class 59 contains 913 members 
Mstep: Class 60 contains 337 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 332 members 
Mstep: Class 63 contains 1088 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 666 members 
Mstep: Class 67 contains 622 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 316 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 436 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1693 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2138 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 190 members 
Mstep: Class 79 contains 945 members 
Mstep: Class 80 contains 1257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147545856.000000 Penalty: 277521.750000
Iteration 362Q: 81 clusters Score -1.475459e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 2522 members 
Mstep: Class 3 contains 4140 members 
Mstep: Class 4 contains 12070 members 
Mstep: Class 5 contains 3187 members 
Mstep: Class 6 contains 2553 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7708 members 
Mstep: Class 9 contains 172809 members 
Mstep: Class 10 contains 8511 members 
Mstep: Class 11 contains 3817 members 
Mstep: Class 12 contains 23259 members 
Mstep: Class 13 contains 4031 members 
Mstep: Class 14 contains 6796 members 
Mstep: Class 15 contains 178705 members 
Mstep: Class 16 contains 216570 members 
Mstep: Class 17 contains 11687 members 
Mstep: Class 18 contains 29533 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4180 members 
Mstep: Class 21 contains 21800 members 
Mstep: Class 22 contains 51477 members 
Mstep: Class 23 contains 4483 members 
Mstep: Class 24 contains 966 members 
Mstep: Class 25 contains 39522 members 
Mstep: Class 26 contains 37631 members 
Mstep: Class 27 contains 6223 members 
Mstep: Class 28 contains 25978 members 
Mstep: Class 29 contains 7492 members 
Mstep: Class 30 contains 19240 members 
Mstep: Class 31 contains 5254 members 
Mstep: Class 32 contains 17563 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11731 members 
Mstep: Class 35 contains 61436 members 
Mstep: Class 36 contains 26499 members 
Mstep: Class 37 contains 7333 members 
Mstep: Class 38 contains 254 members 
Mstep: Class 39 contains 3645 members 
Mstep: Class 40 contains 2901 members 
Mstep: Class 41 contains 28568 members 
Mstep: Class 42 contains 11212 members 
Mstep: Class 43 contains 481 members 
Mstep: Class 44 contains 2848 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10318 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27558 members 
Mstep: Class 49 contains 7951 members 
Mstep: Class 50 contains 312 members 
Mstep: Class 51 contains 28280 members 
Mstep: Class 52 contains 250 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 371 members 
Mstep: Class 56 contains 1130 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 404 members 
Mstep: Class 59 contains 914 members 
Mstep: Class 60 contains 337 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 333 members 
Mstep: Class 63 contains 1092 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 666 members 
Mstep: Class 67 contains 622 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 320 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 436 members 
Mstep: Class 72 contains 249 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1693 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2144 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 190 members 
Mstep: Class 79 contains 945 members 
Mstep: Class 80 contains 1253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147545936.000000 Penalty: 277521.750000
Iteration 363Q: 81 clusters Score -1.475459e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 2522 members 
Mstep: Class 3 contains 4140 members 
Mstep: Class 4 contains 12070 members 
Mstep: Class 5 contains 3188 members 
Mstep: Class 6 contains 2553 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7708 members 
Mstep: Class 9 contains 172806 members 
Mstep: Class 10 contains 8511 members 
Mstep: Class 11 contains 3817 members 
Mstep: Class 12 contains 23259 members 
Mstep: Class 13 contains 4031 members 
Mstep: Class 14 contains 6796 members 
Mstep: Class 15 contains 178707 members 
Mstep: Class 16 contains 216567 members 
Mstep: Class 17 contains 11687 members 
Mstep: Class 18 contains 29534 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4180 members 
Mstep: Class 21 contains 21800 members 
Mstep: Class 22 contains 51479 members 
Mstep: Class 23 contains 4483 members 
Mstep: Class 24 contains 960 members 
Mstep: Class 25 contains 39522 members 
Mstep: Class 26 contains 37631 members 
Mstep: Class 27 contains 6222 members 
Mstep: Class 28 contains 25978 members 
Mstep: Class 29 contains 7492 members 
Mstep: Class 30 contains 19239 members 
Mstep: Class 31 contains 5254 members 
Mstep: Class 32 contains 17563 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11731 members 
Mstep: Class 35 contains 61436 members 
Mstep: Class 36 contains 26499 members 
Mstep: Class 37 contains 7333 members 
Mstep: Class 38 contains 254 members 
Mstep: Class 39 contains 3645 members 
Mstep: Class 40 contains 2901 members 
Mstep: Class 41 contains 28573 members 
Mstep: Class 42 contains 11212 members 
Mstep: Class 43 contains 481 members 
Mstep: Class 44 contains 2848 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10318 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27558 members 
Mstep: Class 49 contains 7951 members 
Mstep: Class 50 contains 312 members 
Mstep: Class 51 contains 28277 members 
Mstep: Class 52 contains 250 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 371 members 
Mstep: Class 56 contains 1130 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 913 members 
Mstep: Class 60 contains 337 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 333 members 
Mstep: Class 63 contains 1095 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 665 members 
Mstep: Class 67 contains 624 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 321 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 436 members 
Mstep: Class 72 contains 249 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1693 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2149 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 190 members 
Mstep: Class 79 contains 945 members 
Mstep: Class 80 contains 1249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147546000.000000 Penalty: 277521.750000
Iteration 364Q: 81 clusters Score -1.47546e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 2522 members 
Mstep: Class 3 contains 4140 members 
Mstep: Class 4 contains 12070 members 
Mstep: Class 5 contains 3189 members 
Mstep: Class 6 contains 2553 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7708 members 
Mstep: Class 9 contains 172804 members 
Mstep: Class 10 contains 8511 members 
Mstep: Class 11 contains 3817 members 
Mstep: Class 12 contains 23259 members 
Mstep: Class 13 contains 4031 members 
Mstep: Class 14 contains 6796 members 
Mstep: Class 15 contains 178710 members 
Mstep: Class 16 contains 216565 members 
Mstep: Class 17 contains 11687 members 
Mstep: Class 18 contains 29533 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4180 members 
Mstep: Class 21 contains 21799 members 
Mstep: Class 22 contains 51476 members 
Mstep: Class 23 contains 4483 members 
Mstep: Class 24 contains 963 members 
Mstep: Class 25 contains 39522 members 
Mstep: Class 26 contains 37632 members 
Mstep: Class 27 contains 6222 members 
Mstep: Class 28 contains 25978 members 
Mstep: Class 29 contains 7492 members 
Mstep: Class 30 contains 19238 members 
Mstep: Class 31 contains 5254 members 
Mstep: Class 32 contains 17563 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11731 members 
Mstep: Class 35 contains 61435 members 
Mstep: Class 36 contains 26499 members 
Mstep: Class 37 contains 7333 members 
Mstep: Class 38 contains 254 members 
Mstep: Class 39 contains 3645 members 
Mstep: Class 40 contains 2901 members 
Mstep: Class 41 contains 28581 members 
Mstep: Class 42 contains 11212 members 
Mstep: Class 43 contains 481 members 
Mstep: Class 44 contains 2848 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10318 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27558 members 
Mstep: Class 49 contains 7951 members 
Mstep: Class 50 contains 312 members 
Mstep: Class 51 contains 28275 members 
Mstep: Class 52 contains 250 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 371 members 
Mstep: Class 56 contains 1130 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 913 members 
Mstep: Class 60 contains 337 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 333 members 
Mstep: Class 63 contains 1095 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 665 members 
Mstep: Class 67 contains 624 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 321 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 435 members 
Mstep: Class 72 contains 249 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1692 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2148 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 190 members 
Mstep: Class 79 contains 945 members 
Mstep: Class 80 contains 1249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147545984.000000 Penalty: 277521.750000
Iteration 365Q: 81 clusters Score -1.47546e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 2522 members 
Mstep: Class 3 contains 4140 members 
Mstep: Class 4 contains 12070 members 
Mstep: Class 5 contains 3189 members 
Mstep: Class 6 contains 2553 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7708 members 
Mstep: Class 9 contains 172805 members 
Mstep: Class 10 contains 8511 members 
Mstep: Class 11 contains 3817 members 
Mstep: Class 12 contains 23259 members 
Mstep: Class 13 contains 4031 members 
Mstep: Class 14 contains 6796 members 
Mstep: Class 15 contains 178715 members 
Mstep: Class 16 contains 216555 members 
Mstep: Class 17 contains 11687 members 
Mstep: Class 18 contains 29534 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4180 members 
Mstep: Class 21 contains 21798 members 
Mstep: Class 22 contains 51475 members 
Mstep: Class 23 contains 4483 members 
Mstep: Class 24 contains 959 members 
Mstep: Class 25 contains 39522 members 
Mstep: Class 26 contains 37632 members 
Mstep: Class 27 contains 6222 members 
Mstep: Class 28 contains 25978 members 
Mstep: Class 29 contains 7492 members 
Mstep: Class 30 contains 19238 members 
Mstep: Class 31 contains 5255 members 
Mstep: Class 32 contains 17563 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11731 members 
Mstep: Class 35 contains 61435 members 
Mstep: Class 36 contains 26499 members 
Mstep: Class 37 contains 7333 members 
Mstep: Class 38 contains 254 members 
Mstep: Class 39 contains 3645 members 
Mstep: Class 40 contains 2901 members 
Mstep: Class 41 contains 28588 members 
Mstep: Class 42 contains 11212 members 
Mstep: Class 43 contains 481 members 
Mstep: Class 44 contains 2848 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10318 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27558 members 
Mstep: Class 49 contains 7952 members 
Mstep: Class 50 contains 312 members 
Mstep: Class 51 contains 28271 members 
Mstep: Class 52 contains 250 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 371 members 
Mstep: Class 56 contains 1130 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 913 members 
Mstep: Class 60 contains 337 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 333 members 
Mstep: Class 63 contains 1096 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 665 members 
Mstep: Class 67 contains 624 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 321 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 435 members 
Mstep: Class 72 contains 249 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1690 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2154 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 190 members 
Mstep: Class 79 contains 945 members 
Mstep: Class 80 contains 1248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147546048.000000 Penalty: 277521.750000
Iteration 366Q: 81 clusters Score -1.47546e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 2522 members 
Mstep: Class 3 contains 4140 members 
Mstep: Class 4 contains 12070 members 
Mstep: Class 5 contains 3189 members 
Mstep: Class 6 contains 2553 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7708 members 
Mstep: Class 9 contains 172805 members 
Mstep: Class 10 contains 8511 members 
Mstep: Class 11 contains 3817 members 
Mstep: Class 12 contains 23259 members 
Mstep: Class 13 contains 4031 members 
Mstep: Class 14 contains 6796 members 
Mstep: Class 15 contains 178719 members 
Mstep: Class 16 contains 216544 members 
Mstep: Class 17 contains 11687 members 
Mstep: Class 18 contains 29533 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4180 members 
Mstep: Class 21 contains 21797 members 
Mstep: Class 22 contains 51473 members 
Mstep: Class 23 contains 4483 members 
Mstep: Class 24 contains 955 members 
Mstep: Class 25 contains 39522 members 
Mstep: Class 26 contains 37632 members 
Mstep: Class 27 contains 6222 members 
Mstep: Class 28 contains 25978 members 
Mstep: Class 29 contains 7492 members 
Mstep: Class 30 contains 19237 members 
Mstep: Class 31 contains 5256 members 
Mstep: Class 32 contains 17563 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11731 members 
Mstep: Class 35 contains 61435 members 
Mstep: Class 36 contains 26499 members 
Mstep: Class 37 contains 7333 members 
Mstep: Class 38 contains 254 members 
Mstep: Class 39 contains 3645 members 
Mstep: Class 40 contains 2901 members 
Mstep: Class 41 contains 28601 members 
Mstep: Class 42 contains 11212 members 
Mstep: Class 43 contains 481 members 
Mstep: Class 44 contains 2848 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10318 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27558 members 
Mstep: Class 49 contains 7952 members 
Mstep: Class 50 contains 312 members 
Mstep: Class 51 contains 28269 members 
Mstep: Class 52 contains 250 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 371 members 
Mstep: Class 56 contains 1130 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 404 members 
Mstep: Class 59 contains 913 members 
Mstep: Class 60 contains 337 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 333 members 
Mstep: Class 63 contains 1097 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 665 members 
Mstep: Class 67 contains 625 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 321 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 435 members 
Mstep: Class 72 contains 249 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1690 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2157 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 190 members 
Mstep: Class 79 contains 945 members 
Mstep: Class 80 contains 1248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147546064.000000 Penalty: 277521.750000
Iteration 367Q: 81 clusters Score -1.475461e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 2522 members 
Mstep: Class 3 contains 4140 members 
Mstep: Class 4 contains 12070 members 
Mstep: Class 5 contains 3189 members 
Mstep: Class 6 contains 2552 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7708 members 
Mstep: Class 9 contains 172805 members 
Mstep: Class 10 contains 8511 members 
Mstep: Class 11 contains 3817 members 
Mstep: Class 12 contains 23259 members 
Mstep: Class 13 contains 4031 members 
Mstep: Class 14 contains 6796 members 
Mstep: Class 15 contains 178720 members 
Mstep: Class 16 contains 216539 members 
Mstep: Class 17 contains 11687 members 
Mstep: Class 18 contains 29536 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4180 members 
Mstep: Class 21 contains 21797 members 
Mstep: Class 22 contains 51469 members 
Mstep: Class 23 contains 4483 members 
Mstep: Class 24 contains 958 members 
Mstep: Class 25 contains 39521 members 
Mstep: Class 26 contains 37632 members 
Mstep: Class 27 contains 6222 members 
Mstep: Class 28 contains 25977 members 
Mstep: Class 29 contains 7492 members 
Mstep: Class 30 contains 19237 members 
Mstep: Class 31 contains 5257 members 
Mstep: Class 32 contains 17563 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11731 members 
Mstep: Class 35 contains 61433 members 
Mstep: Class 36 contains 26499 members 
Mstep: Class 37 contains 7333 members 
Mstep: Class 38 contains 254 members 
Mstep: Class 39 contains 3645 members 
Mstep: Class 40 contains 2901 members 
Mstep: Class 41 contains 28612 members 
Mstep: Class 42 contains 11212 members 
Mstep: Class 43 contains 481 members 
Mstep: Class 44 contains 2848 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10318 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27558 members 
Mstep: Class 49 contains 7952 members 
Mstep: Class 50 contains 312 members 
Mstep: Class 51 contains 28267 members 
Mstep: Class 52 contains 250 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 371 members 
Mstep: Class 56 contains 1130 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 404 members 
Mstep: Class 59 contains 913 members 
Mstep: Class 60 contains 336 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 333 members 
Mstep: Class 63 contains 1096 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 665 members 
Mstep: Class 67 contains 625 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 321 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 435 members 
Mstep: Class 72 contains 249 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1690 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2156 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 190 members 
Mstep: Class 79 contains 945 members 
Mstep: Class 80 contains 1248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147546144.000000 Penalty: 277521.750000
Iteration 368Q: 81 clusters Score -1.475461e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 2522 members 
Mstep: Class 3 contains 4140 members 
Mstep: Class 4 contains 12070 members 
Mstep: Class 5 contains 3189 members 
Mstep: Class 6 contains 2551 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7708 members 
Mstep: Class 9 contains 172803 members 
Mstep: Class 10 contains 8511 members 
Mstep: Class 11 contains 3817 members 
Mstep: Class 12 contains 23259 members 
Mstep: Class 13 contains 4032 members 
Mstep: Class 14 contains 6796 members 
Mstep: Class 15 contains 178723 members 
Mstep: Class 16 contains 216537 members 
Mstep: Class 17 contains 11687 members 
Mstep: Class 18 contains 29538 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4180 members 
Mstep: Class 21 contains 21796 members 
Mstep: Class 22 contains 51466 members 
Mstep: Class 23 contains 4483 members 
Mstep: Class 24 contains 960 members 
Mstep: Class 25 contains 39521 members 
Mstep: Class 26 contains 37632 members 
Mstep: Class 27 contains 6222 members 
Mstep: Class 28 contains 25977 members 
Mstep: Class 29 contains 7492 members 
Mstep: Class 30 contains 19237 members 
Mstep: Class 31 contains 5257 members 
Mstep: Class 32 contains 17563 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11731 members 
Mstep: Class 35 contains 61433 members 
Mstep: Class 36 contains 26499 members 
Mstep: Class 37 contains 7333 members 
Mstep: Class 38 contains 254 members 
Mstep: Class 39 contains 3645 members 
Mstep: Class 40 contains 2901 members 
Mstep: Class 41 contains 28618 members 
Mstep: Class 42 contains 11212 members 
Mstep: Class 43 contains 481 members 
Mstep: Class 44 contains 2848 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10318 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27558 members 
Mstep: Class 49 contains 7952 members 
Mstep: Class 50 contains 312 members 
Mstep: Class 51 contains 28264 members 
Mstep: Class 52 contains 250 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 371 members 
Mstep: Class 56 contains 1130 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 404 members 
Mstep: Class 59 contains 913 members 
Mstep: Class 60 contains 336 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 333 members 
Mstep: Class 63 contains 1095 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 665 members 
Mstep: Class 67 contains 625 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 322 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 435 members 
Mstep: Class 72 contains 249 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1690 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2154 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 190 members 
Mstep: Class 79 contains 945 members 
Mstep: Class 80 contains 1248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147546096.000000 Penalty: 277521.750000
Iteration 369Q: 81 clusters Score -1.475461e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 2522 members 
Mstep: Class 3 contains 4140 members 
Mstep: Class 4 contains 12070 members 
Mstep: Class 5 contains 3189 members 
Mstep: Class 6 contains 2551 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7708 members 
Mstep: Class 9 contains 172802 members 
Mstep: Class 10 contains 8511 members 
Mstep: Class 11 contains 3817 members 
Mstep: Class 12 contains 23259 members 
Mstep: Class 13 contains 4032 members 
Mstep: Class 14 contains 6796 members 
Mstep: Class 15 contains 178723 members 
Mstep: Class 16 contains 216539 members 
Mstep: Class 17 contains 11687 members 
Mstep: Class 18 contains 29538 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4180 members 
Mstep: Class 21 contains 21797 members 
Mstep: Class 22 contains 51464 members 
Mstep: Class 23 contains 4483 members 
Mstep: Class 24 contains 960 members 
Mstep: Class 25 contains 39522 members 
Mstep: Class 26 contains 37632 members 
Mstep: Class 27 contains 6222 members 
Mstep: Class 28 contains 25977 members 
Mstep: Class 29 contains 7492 members 
Mstep: Class 30 contains 19236 members 
Mstep: Class 31 contains 5257 members 
Mstep: Class 32 contains 17562 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11731 members 
Mstep: Class 35 contains 61433 members 
Mstep: Class 36 contains 26499 members 
Mstep: Class 37 contains 7333 members 
Mstep: Class 38 contains 254 members 
Mstep: Class 39 contains 3645 members 
Mstep: Class 40 contains 2901 members 
Mstep: Class 41 contains 28624 members 
Mstep: Class 42 contains 11211 members 
Mstep: Class 43 contains 481 members 
Mstep: Class 44 contains 2848 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10318 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27558 members 
Mstep: Class 49 contains 7952 members 
Mstep: Class 50 contains 312 members 
Mstep: Class 51 contains 28260 members 
Mstep: Class 52 contains 250 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 371 members 
Mstep: Class 56 contains 1130 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 405 members 
Mstep: Class 59 contains 913 members 
Mstep: Class 60 contains 336 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 333 members 
Mstep: Class 63 contains 1096 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 665 members 
Mstep: Class 67 contains 625 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 322 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 435 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1690 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2152 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 190 members 
Mstep: Class 79 contains 945 members 
Mstep: Class 80 contains 1249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147546128.000000 Penalty: 277521.750000
Iteration 370Q: 81 clusters Score -1.475461e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 2522 members 
Mstep: Class 3 contains 4140 members 
Mstep: Class 4 contains 12070 members 
Mstep: Class 5 contains 3189 members 
Mstep: Class 6 contains 2551 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7708 members 
Mstep: Class 9 contains 172802 members 
Mstep: Class 10 contains 8511 members 
Mstep: Class 11 contains 3817 members 
Mstep: Class 12 contains 23259 members 
Mstep: Class 13 contains 4032 members 
Mstep: Class 14 contains 6796 members 
Mstep: Class 15 contains 178728 members 
Mstep: Class 16 contains 216538 members 
Mstep: Class 17 contains 11687 members 
Mstep: Class 18 contains 29539 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4180 members 
Mstep: Class 21 contains 21797 members 
Mstep: Class 22 contains 51462 members 
Mstep: Class 23 contains 4483 members 
Mstep: Class 24 contains 957 members 
Mstep: Class 25 contains 39522 members 
Mstep: Class 26 contains 37632 members 
Mstep: Class 27 contains 6222 members 
Mstep: Class 28 contains 25977 members 
Mstep: Class 29 contains 7492 members 
Mstep: Class 30 contains 19237 members 
Mstep: Class 31 contains 5257 members 
Mstep: Class 32 contains 17561 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11731 members 
Mstep: Class 35 contains 61432 members 
Mstep: Class 36 contains 26498 members 
Mstep: Class 37 contains 7333 members 
Mstep: Class 38 contains 254 members 
Mstep: Class 39 contains 3645 members 
Mstep: Class 40 contains 2900 members 
Mstep: Class 41 contains 28630 members 
Mstep: Class 42 contains 11211 members 
Mstep: Class 43 contains 480 members 
Mstep: Class 44 contains 2848 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10318 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27558 members 
Mstep: Class 49 contains 7952 members 
Mstep: Class 50 contains 312 members 
Mstep: Class 51 contains 28254 members 
Mstep: Class 52 contains 250 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 371 members 
Mstep: Class 56 contains 1130 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 406 members 
Mstep: Class 59 contains 913 members 
Mstep: Class 60 contains 336 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 333 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 665 members 
Mstep: Class 67 contains 625 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 322 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 435 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1689 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2153 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 190 members 
Mstep: Class 79 contains 945 members 
Mstep: Class 80 contains 1249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147546128.000000 Penalty: 277521.750000
Iteration 371Q: 81 clusters Score -1.475461e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 2522 members 
Mstep: Class 3 contains 4140 members 
Mstep: Class 4 contains 12070 members 
Mstep: Class 5 contains 3189 members 
Mstep: Class 6 contains 2551 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7708 members 
Mstep: Class 9 contains 172801 members 
Mstep: Class 10 contains 8511 members 
Mstep: Class 11 contains 3817 members 
Mstep: Class 12 contains 23259 members 
Mstep: Class 13 contains 4032 members 
Mstep: Class 14 contains 6796 members 
Mstep: Class 15 contains 178729 members 
Mstep: Class 16 contains 216535 members 
Mstep: Class 17 contains 11687 members 
Mstep: Class 18 contains 29539 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4180 members 
Mstep: Class 21 contains 21796 members 
Mstep: Class 22 contains 51461 members 
Mstep: Class 23 contains 4483 members 
Mstep: Class 24 contains 955 members 
Mstep: Class 25 contains 39522 members 
Mstep: Class 26 contains 37632 members 
Mstep: Class 27 contains 6222 members 
Mstep: Class 28 contains 25977 members 
Mstep: Class 29 contains 7492 members 
Mstep: Class 30 contains 19240 members 
Mstep: Class 31 contains 5257 members 
Mstep: Class 32 contains 17560 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11731 members 
Mstep: Class 35 contains 61434 members 
Mstep: Class 36 contains 26498 members 
Mstep: Class 37 contains 7333 members 
Mstep: Class 38 contains 254 members 
Mstep: Class 39 contains 3645 members 
Mstep: Class 40 contains 2895 members 
Mstep: Class 41 contains 28638 members 
Mstep: Class 42 contains 11211 members 
Mstep: Class 43 contains 480 members 
Mstep: Class 44 contains 2848 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10318 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27558 members 
Mstep: Class 49 contains 7953 members 
Mstep: Class 50 contains 312 members 
Mstep: Class 51 contains 28251 members 
Mstep: Class 52 contains 251 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 371 members 
Mstep: Class 56 contains 1130 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 406 members 
Mstep: Class 59 contains 913 members 
Mstep: Class 60 contains 335 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 333 members 
Mstep: Class 63 contains 1101 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 665 members 
Mstep: Class 67 contains 625 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 323 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 435 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1687 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2154 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 190 members 
Mstep: Class 79 contains 945 members 
Mstep: Class 80 contains 1249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147546224.000000 Penalty: 277521.750000
Iteration 372Q: 81 clusters Score -1.475462e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 2522 members 
Mstep: Class 3 contains 4140 members 
Mstep: Class 4 contains 12070 members 
Mstep: Class 5 contains 3189 members 
Mstep: Class 6 contains 2551 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7708 members 
Mstep: Class 9 contains 172802 members 
Mstep: Class 10 contains 8511 members 
Mstep: Class 11 contains 3816 members 
Mstep: Class 12 contains 23259 members 
Mstep: Class 13 contains 4032 members 
Mstep: Class 14 contains 6796 members 
Mstep: Class 15 contains 178734 members 
Mstep: Class 16 contains 216534 members 
Mstep: Class 17 contains 11687 members 
Mstep: Class 18 contains 29539 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4180 members 
Mstep: Class 21 contains 21796 members 
Mstep: Class 22 contains 51459 members 
Mstep: Class 23 contains 4483 members 
Mstep: Class 24 contains 954 members 
Mstep: Class 25 contains 39522 members 
Mstep: Class 26 contains 37632 members 
Mstep: Class 27 contains 6222 members 
Mstep: Class 28 contains 25977 members 
Mstep: Class 29 contains 7491 members 
Mstep: Class 30 contains 19241 members 
Mstep: Class 31 contains 5257 members 
Mstep: Class 32 contains 17560 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11731 members 
Mstep: Class 35 contains 61434 members 
Mstep: Class 36 contains 26498 members 
Mstep: Class 37 contains 7333 members 
Mstep: Class 38 contains 254 members 
Mstep: Class 39 contains 3645 members 
Mstep: Class 40 contains 2895 members 
Mstep: Class 41 contains 28642 members 
Mstep: Class 42 contains 11211 members 
Mstep: Class 43 contains 480 members 
Mstep: Class 44 contains 2848 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10318 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27558 members 
Mstep: Class 49 contains 7953 members 
Mstep: Class 50 contains 312 members 
Mstep: Class 51 contains 28245 members 
Mstep: Class 52 contains 252 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 371 members 
Mstep: Class 56 contains 1130 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 406 members 
Mstep: Class 59 contains 913 members 
Mstep: Class 60 contains 335 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 333 members 
Mstep: Class 63 contains 1102 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 665 members 
Mstep: Class 67 contains 625 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 323 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 435 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1687 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2152 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 190 members 
Mstep: Class 79 contains 945 members 
Mstep: Class 80 contains 1250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147546144.000000 Penalty: 277521.750000
Iteration 373Q: 81 clusters Score -1.475461e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 2522 members 
Mstep: Class 3 contains 4140 members 
Mstep: Class 4 contains 12070 members 
Mstep: Class 5 contains 3189 members 
Mstep: Class 6 contains 2551 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7708 members 
Mstep: Class 9 contains 172803 members 
Mstep: Class 10 contains 8510 members 
Mstep: Class 11 contains 3816 members 
Mstep: Class 12 contains 23259 members 
Mstep: Class 13 contains 4032 members 
Mstep: Class 14 contains 6796 members 
Mstep: Class 15 contains 178740 members 
Mstep: Class 16 contains 216531 members 
Mstep: Class 17 contains 11687 members 
Mstep: Class 18 contains 29539 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4180 members 
Mstep: Class 21 contains 21796 members 
Mstep: Class 22 contains 51459 members 
Mstep: Class 23 contains 4483 members 
Mstep: Class 24 contains 953 members 
Mstep: Class 25 contains 39522 members 
Mstep: Class 26 contains 37633 members 
Mstep: Class 27 contains 6222 members 
Mstep: Class 28 contains 25977 members 
Mstep: Class 29 contains 7489 members 
Mstep: Class 30 contains 19241 members 
Mstep: Class 31 contains 5257 members 
Mstep: Class 32 contains 17560 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11731 members 
Mstep: Class 35 contains 61434 members 
Mstep: Class 36 contains 26498 members 
Mstep: Class 37 contains 7333 members 
Mstep: Class 38 contains 254 members 
Mstep: Class 39 contains 3645 members 
Mstep: Class 40 contains 2895 members 
Mstep: Class 41 contains 28644 members 
Mstep: Class 42 contains 11211 members 
Mstep: Class 43 contains 480 members 
Mstep: Class 44 contains 2848 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10318 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27558 members 
Mstep: Class 49 contains 7953 members 
Mstep: Class 50 contains 312 members 
Mstep: Class 51 contains 28241 members 
Mstep: Class 52 contains 252 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 371 members 
Mstep: Class 56 contains 1130 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 406 members 
Mstep: Class 59 contains 913 members 
Mstep: Class 60 contains 335 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 333 members 
Mstep: Class 63 contains 1102 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 665 members 
Mstep: Class 67 contains 625 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 323 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 435 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1687 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2153 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 190 members 
Mstep: Class 79 contains 945 members 
Mstep: Class 80 contains 1250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147546160.000000 Penalty: 277521.750000
Iteration 374Q: 81 clusters Score -1.475462e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 2522 members 
Mstep: Class 3 contains 4140 members 
Mstep: Class 4 contains 12070 members 
Mstep: Class 5 contains 3189 members 
Mstep: Class 6 contains 2551 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7708 members 
Mstep: Class 9 contains 172803 members 
Mstep: Class 10 contains 8509 members 
Mstep: Class 11 contains 3816 members 
Mstep: Class 12 contains 23259 members 
Mstep: Class 13 contains 4032 members 
Mstep: Class 14 contains 6796 members 
Mstep: Class 15 contains 178745 members 
Mstep: Class 16 contains 216528 members 
Mstep: Class 17 contains 11687 members 
Mstep: Class 18 contains 29538 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4180 members 
Mstep: Class 21 contains 21796 members 
Mstep: Class 22 contains 51461 members 
Mstep: Class 23 contains 4483 members 
Mstep: Class 24 contains 952 members 
Mstep: Class 25 contains 39523 members 
Mstep: Class 26 contains 37633 members 
Mstep: Class 27 contains 6222 members 
Mstep: Class 28 contains 25977 members 
Mstep: Class 29 contains 7489 members 
Mstep: Class 30 contains 19241 members 
Mstep: Class 31 contains 5257 members 
Mstep: Class 32 contains 17560 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11731 members 
Mstep: Class 35 contains 61433 members 
Mstep: Class 36 contains 26498 members 
Mstep: Class 37 contains 7333 members 
Mstep: Class 38 contains 254 members 
Mstep: Class 39 contains 3645 members 
Mstep: Class 40 contains 2895 members 
Mstep: Class 41 contains 28646 members 
Mstep: Class 42 contains 11211 members 
Mstep: Class 43 contains 480 members 
Mstep: Class 44 contains 2848 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10318 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27558 members 
Mstep: Class 49 contains 7953 members 
Mstep: Class 50 contains 312 members 
Mstep: Class 51 contains 28237 members 
Mstep: Class 52 contains 252 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 371 members 
Mstep: Class 56 contains 1130 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 406 members 
Mstep: Class 59 contains 913 members 
Mstep: Class 60 contains 335 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 333 members 
Mstep: Class 63 contains 1101 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 665 members 
Mstep: Class 67 contains 625 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 323 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 435 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1687 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2154 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 190 members 
Mstep: Class 79 contains 945 members 
Mstep: Class 80 contains 1251 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147546176.000000 Penalty: 277521.750000
Iteration 375Q: 81 clusters Score -1.475462e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 2522 members 
Mstep: Class 3 contains 4140 members 
Mstep: Class 4 contains 12070 members 
Mstep: Class 5 contains 3189 members 
Mstep: Class 6 contains 2551 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7708 members 
Mstep: Class 9 contains 172803 members 
Mstep: Class 10 contains 8509 members 
Mstep: Class 11 contains 3816 members 
Mstep: Class 12 contains 23259 members 
Mstep: Class 13 contains 4032 members 
Mstep: Class 14 contains 6796 members 
Mstep: Class 15 contains 178748 members 
Mstep: Class 16 contains 216530 members 
Mstep: Class 17 contains 11687 members 
Mstep: Class 18 contains 29538 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4180 members 
Mstep: Class 21 contains 21796 members 
Mstep: Class 22 contains 51457 members 
Mstep: Class 23 contains 4483 members 
Mstep: Class 24 contains 952 members 
Mstep: Class 25 contains 39523 members 
Mstep: Class 26 contains 37633 members 
Mstep: Class 27 contains 6223 members 
Mstep: Class 28 contains 25977 members 
Mstep: Class 29 contains 7489 members 
Mstep: Class 30 contains 19241 members 
Mstep: Class 31 contains 5257 members 
Mstep: Class 32 contains 17560 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11731 members 
Mstep: Class 35 contains 61433 members 
Mstep: Class 36 contains 26498 members 
Mstep: Class 37 contains 7333 members 
Mstep: Class 38 contains 254 members 
Mstep: Class 39 contains 3645 members 
Mstep: Class 40 contains 2895 members 
Mstep: Class 41 contains 28647 members 
Mstep: Class 42 contains 11211 members 
Mstep: Class 43 contains 480 members 
Mstep: Class 44 contains 2848 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10318 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27558 members 
Mstep: Class 49 contains 7953 members 
Mstep: Class 50 contains 312 members 
Mstep: Class 51 contains 28234 members 
Mstep: Class 52 contains 252 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 371 members 
Mstep: Class 56 contains 1130 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 406 members 
Mstep: Class 59 contains 913 members 
Mstep: Class 60 contains 335 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 333 members 
Mstep: Class 63 contains 1100 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 665 members 
Mstep: Class 67 contains 625 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 323 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 435 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1687 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2155 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 190 members 
Mstep: Class 79 contains 945 members 
Mstep: Class 80 contains 1251 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147546160.000000 Penalty: 277521.750000
Iteration 376Q: 81 clusters Score -1.475462e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 2522 members 
Mstep: Class 3 contains 4140 members 
Mstep: Class 4 contains 12070 members 
Mstep: Class 5 contains 3189 members 
Mstep: Class 6 contains 2551 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7708 members 
Mstep: Class 9 contains 172803 members 
Mstep: Class 10 contains 8509 members 
Mstep: Class 11 contains 3816 members 
Mstep: Class 12 contains 23259 members 
Mstep: Class 13 contains 4032 members 
Mstep: Class 14 contains 6796 members 
Mstep: Class 15 contains 178752 members 
Mstep: Class 16 contains 216530 members 
Mstep: Class 17 contains 11687 members 
Mstep: Class 18 contains 29538 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4180 members 
Mstep: Class 21 contains 21796 members 
Mstep: Class 22 contains 51456 members 
Mstep: Class 23 contains 4483 members 
Mstep: Class 24 contains 952 members 
Mstep: Class 25 contains 39523 members 
Mstep: Class 26 contains 37633 members 
Mstep: Class 27 contains 6223 members 
Mstep: Class 28 contains 25977 members 
Mstep: Class 29 contains 7489 members 
Mstep: Class 30 contains 19241 members 
Mstep: Class 31 contains 5257 members 
Mstep: Class 32 contains 17560 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11731 members 
Mstep: Class 35 contains 61433 members 
Mstep: Class 36 contains 26498 members 
Mstep: Class 37 contains 7333 members 
Mstep: Class 38 contains 254 members 
Mstep: Class 39 contains 3645 members 
Mstep: Class 40 contains 2895 members 
Mstep: Class 41 contains 28647 members 
Mstep: Class 42 contains 11211 members 
Mstep: Class 43 contains 480 members 
Mstep: Class 44 contains 2848 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10318 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27558 members 
Mstep: Class 49 contains 7953 members 
Mstep: Class 50 contains 312 members 
Mstep: Class 51 contains 28231 members 
Mstep: Class 52 contains 252 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 371 members 
Mstep: Class 56 contains 1130 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 406 members 
Mstep: Class 59 contains 913 members 
Mstep: Class 60 contains 335 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 333 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 665 members 
Mstep: Class 67 contains 625 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 323 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 435 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1687 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2156 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 190 members 
Mstep: Class 79 contains 945 members 
Mstep: Class 80 contains 1251 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147546224.000000 Penalty: 277521.750000
Iteration 377Q: 81 clusters Score -1.475462e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 2522 members 
Mstep: Class 3 contains 4140 members 
Mstep: Class 4 contains 12070 members 
Mstep: Class 5 contains 3189 members 
Mstep: Class 6 contains 2551 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7708 members 
Mstep: Class 9 contains 172803 members 
Mstep: Class 10 contains 8509 members 
Mstep: Class 11 contains 3816 members 
Mstep: Class 12 contains 23259 members 
Mstep: Class 13 contains 4032 members 
Mstep: Class 14 contains 6796 members 
Mstep: Class 15 contains 178754 members 
Mstep: Class 16 contains 216528 members 
Mstep: Class 17 contains 11687 members 
Mstep: Class 18 contains 29538 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4180 members 
Mstep: Class 21 contains 21796 members 
Mstep: Class 22 contains 51456 members 
Mstep: Class 23 contains 4483 members 
Mstep: Class 24 contains 952 members 
Mstep: Class 25 contains 39523 members 
Mstep: Class 26 contains 37633 members 
Mstep: Class 27 contains 6223 members 
Mstep: Class 28 contains 25977 members 
Mstep: Class 29 contains 7489 members 
Mstep: Class 30 contains 19241 members 
Mstep: Class 31 contains 5257 members 
Mstep: Class 32 contains 17560 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11731 members 
Mstep: Class 35 contains 61433 members 
Mstep: Class 36 contains 26498 members 
Mstep: Class 37 contains 7333 members 
Mstep: Class 38 contains 254 members 
Mstep: Class 39 contains 3645 members 
Mstep: Class 40 contains 2895 members 
Mstep: Class 41 contains 28647 members 
Mstep: Class 42 contains 11211 members 
Mstep: Class 43 contains 480 members 
Mstep: Class 44 contains 2848 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10318 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27558 members 
Mstep: Class 49 contains 7953 members 
Mstep: Class 50 contains 312 members 
Mstep: Class 51 contains 28231 members 
Mstep: Class 52 contains 252 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 371 members 
Mstep: Class 56 contains 1130 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 406 members 
Mstep: Class 59 contains 913 members 
Mstep: Class 60 contains 335 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 333 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 665 members 
Mstep: Class 67 contains 625 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 323 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 435 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1687 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2156 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 190 members 
Mstep: Class 79 contains 945 members 
Mstep: Class 80 contains 1251 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147546192.000000 Penalty: 277521.750000
Iteration 378Q: 81 clusters Score -1.475462e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 2522 members 
Mstep: Class 3 contains 4140 members 
Mstep: Class 4 contains 12070 members 
Mstep: Class 5 contains 3189 members 
Mstep: Class 6 contains 2551 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7708 members 
Mstep: Class 9 contains 172803 members 
Mstep: Class 10 contains 8509 members 
Mstep: Class 11 contains 3816 members 
Mstep: Class 12 contains 23259 members 
Mstep: Class 13 contains 4032 members 
Mstep: Class 14 contains 6796 members 
Mstep: Class 15 contains 178754 members 
Mstep: Class 16 contains 216528 members 
Mstep: Class 17 contains 11687 members 
Mstep: Class 18 contains 29538 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4180 members 
Mstep: Class 21 contains 21796 members 
Mstep: Class 22 contains 51456 members 
Mstep: Class 23 contains 4483 members 
Mstep: Class 24 contains 952 members 
Mstep: Class 25 contains 39523 members 
Mstep: Class 26 contains 37633 members 
Mstep: Class 27 contains 6223 members 
Mstep: Class 28 contains 25977 members 
Mstep: Class 29 contains 7489 members 
Mstep: Class 30 contains 19241 members 
Mstep: Class 31 contains 5257 members 
Mstep: Class 32 contains 17560 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11731 members 
Mstep: Class 35 contains 61433 members 
Mstep: Class 36 contains 26498 members 
Mstep: Class 37 contains 7333 members 
Mstep: Class 38 contains 254 members 
Mstep: Class 39 contains 3645 members 
Mstep: Class 40 contains 2895 members 
Mstep: Class 41 contains 28647 members 
Mstep: Class 42 contains 11211 members 
Mstep: Class 43 contains 480 members 
Mstep: Class 44 contains 2848 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10318 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27558 members 
Mstep: Class 49 contains 7953 members 
Mstep: Class 50 contains 312 members 
Mstep: Class 51 contains 28231 members 
Mstep: Class 52 contains 252 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 371 members 
Mstep: Class 56 contains 1130 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 406 members 
Mstep: Class 59 contains 913 members 
Mstep: Class 60 contains 335 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 333 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 665 members 
Mstep: Class 67 contains 625 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 323 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 435 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1687 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2156 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 190 members 
Mstep: Class 79 contains 945 members 
Mstep: Class 80 contains 1251 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147546208.000000 Penalty: 277521.750000
Iteration 379F: 81 clusters Score -1.475462e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 2522 members 
Mstep: Class 3 contains 4140 members 
Mstep: Class 4 contains 12070 members 
Mstep: Class 5 contains 3189 members 
Mstep: Class 6 contains 2551 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7708 members 
Mstep: Class 9 contains 172803 members 
Mstep: Class 10 contains 8509 members 
Mstep: Class 11 contains 3816 members 
Mstep: Class 12 contains 23259 members 
Mstep: Class 13 contains 4032 members 
Mstep: Class 14 contains 6796 members 
Mstep: Class 15 contains 178754 members 
Mstep: Class 16 contains 216528 members 
Mstep: Class 17 contains 11687 members 
Mstep: Class 18 contains 29538 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4180 members 
Mstep: Class 21 contains 21796 members 
Mstep: Class 22 contains 51456 members 
Mstep: Class 23 contains 4483 members 
Mstep: Class 24 contains 952 members 
Mstep: Class 25 contains 39523 members 
Mstep: Class 26 contains 37633 members 
Mstep: Class 27 contains 6223 members 
Mstep: Class 28 contains 25977 members 
Mstep: Class 29 contains 7489 members 
Mstep: Class 30 contains 19241 members 
Mstep: Class 31 contains 5257 members 
Mstep: Class 32 contains 17560 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11731 members 
Mstep: Class 35 contains 61433 members 
Mstep: Class 36 contains 26498 members 
Mstep: Class 37 contains 7333 members 
Mstep: Class 38 contains 254 members 
Mstep: Class 39 contains 3645 members 
Mstep: Class 40 contains 2895 members 
Mstep: Class 41 contains 28647 members 
Mstep: Class 42 contains 11211 members 
Mstep: Class 43 contains 480 members 
Mstep: Class 44 contains 2848 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10318 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27558 members 
Mstep: Class 49 contains 7953 members 
Mstep: Class 50 contains 312 members 
Mstep: Class 51 contains 28231 members 
Mstep: Class 52 contains 252 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 371 members 
Mstep: Class 56 contains 1130 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 406 members 
Mstep: Class 59 contains 913 members 
Mstep: Class 60 contains 335 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 333 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 665 members 
Mstep: Class 67 contains 625 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 323 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 435 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1687 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2152 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 190 members 
Mstep: Class 79 contains 945 members 
Mstep: Class 80 contains 1255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147546272.000000 Penalty: 277521.750000
Iteration 380F: 81 clusters Score -1.475463e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 2522 members 
Mstep: Class 3 contains 4140 members 
Mstep: Class 4 contains 12070 members 
Mstep: Class 5 contains 3189 members 
Mstep: Class 6 contains 2551 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7708 members 
Mstep: Class 9 contains 172803 members 
Mstep: Class 10 contains 8509 members 
Mstep: Class 11 contains 3816 members 
Mstep: Class 12 contains 23259 members 
Mstep: Class 13 contains 4032 members 
Mstep: Class 14 contains 6796 members 
Mstep: Class 15 contains 178754 members 
Mstep: Class 16 contains 216528 members 
Mstep: Class 17 contains 11687 members 
Mstep: Class 18 contains 29538 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4180 members 
Mstep: Class 21 contains 21796 members 
Mstep: Class 22 contains 51456 members 
Mstep: Class 23 contains 4483 members 
Mstep: Class 24 contains 952 members 
Mstep: Class 25 contains 39523 members 
Mstep: Class 26 contains 37633 members 
Mstep: Class 27 contains 6223 members 
Mstep: Class 28 contains 25977 members 
Mstep: Class 29 contains 7489 members 
Mstep: Class 30 contains 19241 members 
Mstep: Class 31 contains 5257 members 
Mstep: Class 32 contains 17560 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11731 members 
Mstep: Class 35 contains 61433 members 
Mstep: Class 36 contains 26498 members 
Mstep: Class 37 contains 7333 members 
Mstep: Class 38 contains 254 members 
Mstep: Class 39 contains 3645 members 
Mstep: Class 40 contains 2895 members 
Mstep: Class 41 contains 28647 members 
Mstep: Class 42 contains 11211 members 
Mstep: Class 43 contains 480 members 
Mstep: Class 44 contains 2848 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10318 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27558 members 
Mstep: Class 49 contains 7953 members 
Mstep: Class 50 contains 312 members 
Mstep: Class 51 contains 28231 members 
Mstep: Class 52 contains 252 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 371 members 
Mstep: Class 56 contains 1130 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 406 members 
Mstep: Class 59 contains 913 members 
Mstep: Class 60 contains 335 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 333 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 665 members 
Mstep: Class 67 contains 625 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 323 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 435 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1687 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2152 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 190 members 
Mstep: Class 79 contains 945 members 
Mstep: Class 80 contains 1255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147546240.000000 Penalty: 277521.750000
Iteration 381Q: 81 clusters Score -1.475462e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 2522 members 
Mstep: Class 3 contains 4140 members 
Mstep: Class 4 contains 12070 members 
Mstep: Class 5 contains 3189 members 
Mstep: Class 6 contains 2551 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7708 members 
Mstep: Class 9 contains 172803 members 
Mstep: Class 10 contains 8509 members 
Mstep: Class 11 contains 3816 members 
Mstep: Class 12 contains 23259 members 
Mstep: Class 13 contains 4032 members 
Mstep: Class 14 contains 6796 members 
Mstep: Class 15 contains 178754 members 
Mstep: Class 16 contains 216528 members 
Mstep: Class 17 contains 11687 members 
Mstep: Class 18 contains 29538 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4180 members 
Mstep: Class 21 contains 21796 members 
Mstep: Class 22 contains 51456 members 
Mstep: Class 23 contains 4483 members 
Mstep: Class 24 contains 952 members 
Mstep: Class 25 contains 39523 members 
Mstep: Class 26 contains 37633 members 
Mstep: Class 27 contains 6223 members 
Mstep: Class 28 contains 25977 members 
Mstep: Class 29 contains 7489 members 
Mstep: Class 30 contains 19241 members 
Mstep: Class 31 contains 5257 members 
Mstep: Class 32 contains 17560 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11731 members 
Mstep: Class 35 contains 61433 members 
Mstep: Class 36 contains 26498 members 
Mstep: Class 37 contains 7333 members 
Mstep: Class 38 contains 254 members 
Mstep: Class 39 contains 3645 members 
Mstep: Class 40 contains 2895 members 
Mstep: Class 41 contains 28647 members 
Mstep: Class 42 contains 11211 members 
Mstep: Class 43 contains 480 members 
Mstep: Class 44 contains 2848 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10318 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27558 members 
Mstep: Class 49 contains 7953 members 
Mstep: Class 50 contains 312 members 
Mstep: Class 51 contains 28231 members 
Mstep: Class 52 contains 252 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 371 members 
Mstep: Class 56 contains 1130 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 406 members 
Mstep: Class 59 contains 913 members 
Mstep: Class 60 contains 335 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 333 members 
Mstep: Class 63 contains 1098 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 665 members 
Mstep: Class 67 contains 625 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 323 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 435 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1687 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2151 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 190 members 
Mstep: Class 79 contains 945 members 
Mstep: Class 80 contains 1257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147546256.000000 Penalty: 277521.750000
Iteration 382Q: 81 clusters Score -1.475463e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 2522 members 
Mstep: Class 3 contains 4140 members 
Mstep: Class 4 contains 12070 members 
Mstep: Class 5 contains 3189 members 
Mstep: Class 6 contains 2551 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7708 members 
Mstep: Class 9 contains 172803 members 
Mstep: Class 10 contains 8509 members 
Mstep: Class 11 contains 3816 members 
Mstep: Class 12 contains 23259 members 
Mstep: Class 13 contains 4032 members 
Mstep: Class 14 contains 6796 members 
Mstep: Class 15 contains 178754 members 
Mstep: Class 16 contains 216528 members 
Mstep: Class 17 contains 11687 members 
Mstep: Class 18 contains 29538 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4180 members 
Mstep: Class 21 contains 21796 members 
Mstep: Class 22 contains 51456 members 
Mstep: Class 23 contains 4483 members 
Mstep: Class 24 contains 952 members 
Mstep: Class 25 contains 39523 members 
Mstep: Class 26 contains 37633 members 
Mstep: Class 27 contains 6223 members 
Mstep: Class 28 contains 25977 members 
Mstep: Class 29 contains 7489 members 
Mstep: Class 30 contains 19241 members 
Mstep: Class 31 contains 5257 members 
Mstep: Class 32 contains 17560 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11731 members 
Mstep: Class 35 contains 61433 members 
Mstep: Class 36 contains 26498 members 
Mstep: Class 37 contains 7333 members 
Mstep: Class 38 contains 254 members 
Mstep: Class 39 contains 3645 members 
Mstep: Class 40 contains 2895 members 
Mstep: Class 41 contains 28647 members 
Mstep: Class 42 contains 11211 members 
Mstep: Class 43 contains 480 members 
Mstep: Class 44 contains 2848 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10318 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27558 members 
Mstep: Class 49 contains 7953 members 
Mstep: Class 50 contains 312 members 
Mstep: Class 51 contains 28231 members 
Mstep: Class 52 contains 252 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 371 members 
Mstep: Class 56 contains 1130 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 406 members 
Mstep: Class 59 contains 913 members 
Mstep: Class 60 contains 335 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 333 members 
Mstep: Class 63 contains 1097 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 665 members 
Mstep: Class 67 contains 625 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 323 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 435 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1687 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2152 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 190 members 
Mstep: Class 79 contains 945 members 
Mstep: Class 80 contains 1257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147546240.000000 Penalty: 277521.750000
Iteration 383Q: 81 clusters Score -1.475462e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 2522 members 
Mstep: Class 3 contains 4140 members 
Mstep: Class 4 contains 12070 members 
Mstep: Class 5 contains 3189 members 
Mstep: Class 6 contains 2551 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7708 members 
Mstep: Class 9 contains 172803 members 
Mstep: Class 10 contains 8509 members 
Mstep: Class 11 contains 3816 members 
Mstep: Class 12 contains 23259 members 
Mstep: Class 13 contains 4032 members 
Mstep: Class 14 contains 6796 members 
Mstep: Class 15 contains 178754 members 
Mstep: Class 16 contains 216528 members 
Mstep: Class 17 contains 11687 members 
Mstep: Class 18 contains 29538 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4180 members 
Mstep: Class 21 contains 21796 members 
Mstep: Class 22 contains 51456 members 
Mstep: Class 23 contains 4483 members 
Mstep: Class 24 contains 952 members 
Mstep: Class 25 contains 39523 members 
Mstep: Class 26 contains 37633 members 
Mstep: Class 27 contains 6223 members 
Mstep: Class 28 contains 25977 members 
Mstep: Class 29 contains 7489 members 
Mstep: Class 30 contains 19241 members 
Mstep: Class 31 contains 5257 members 
Mstep: Class 32 contains 17560 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11731 members 
Mstep: Class 35 contains 61433 members 
Mstep: Class 36 contains 26498 members 
Mstep: Class 37 contains 7333 members 
Mstep: Class 38 contains 254 members 
Mstep: Class 39 contains 3645 members 
Mstep: Class 40 contains 2895 members 
Mstep: Class 41 contains 28647 members 
Mstep: Class 42 contains 11211 members 
Mstep: Class 43 contains 480 members 
Mstep: Class 44 contains 2848 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10318 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27558 members 
Mstep: Class 49 contains 7953 members 
Mstep: Class 50 contains 312 members 
Mstep: Class 51 contains 28231 members 
Mstep: Class 52 contains 252 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 371 members 
Mstep: Class 56 contains 1130 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 406 members 
Mstep: Class 59 contains 913 members 
Mstep: Class 60 contains 335 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 333 members 
Mstep: Class 63 contains 1097 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 665 members 
Mstep: Class 67 contains 625 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 323 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 435 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1687 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2152 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 190 members 
Mstep: Class 79 contains 945 members 
Mstep: Class 80 contains 1257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147546240.000000 Penalty: 277521.750000
Iteration 384F: 81 clusters Score -1.475462e+08 nChanged 0
Entering ConstructFrom: 
Score: -147546240.000000 Penalty: 277521.750000
Entering ConstructFrom: 
Trying to split cluster 1 (8289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Entering Unmasked Estep 
Score: -1030641.812500 Penalty: 2237.625977
	Iteration 0F: 2 clusters Score -1030642 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -1023996.812500 Penalty: 4475.251953
	Iteration 0F: 3 clusters Score -1023997 nChanged 3391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -1025876.625000 Penalty: 4475.251953
	Iteration 1F: 3 clusters Score -1025877 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -1026212.687500 Penalty: 4475.251953
	Iteration 2F: 3 clusters Score -1026213 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -1026468.062500 Penalty: 4475.251953
	Iteration 3F: 3 clusters Score -1026468 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -1026702.687500 Penalty: 4475.251953
	Iteration 4Q: 3 clusters Score -1026703 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -1026936.187500 Penalty: 4475.251953
	Iteration 5Q: 3 clusters Score -1026936 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -1027190.500000 Penalty: 4475.251953
	Iteration 6Q: 3 clusters Score -1027190 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -1027462.375000 Penalty: 4475.251953
	Iteration 7Q: 3 clusters Score -1027462 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -1027736.312500 Penalty: 4475.251953
	Iteration 8Q: 3 clusters Score -1027736 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -1027962.625000 Penalty: 4475.251953
	Iteration 9Q: 3 clusters Score -1027963 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -1028157.062500 Penalty: 4475.251953
	Iteration 10Q: 3 clusters Score -1028157 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -1028341.062500 Penalty: 4475.251953
	Iteration 11Q: 3 clusters Score -1028341 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -1028479.937500 Penalty: 4475.251953
	Iteration 12Q: 3 clusters Score -1028480 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -1028578.000000 Penalty: 4475.251953
	Iteration 13Q: 3 clusters Score -1028578 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -1028672.312500 Penalty: 4475.251953
	Iteration 14Q: 3 clusters Score -1028672 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -1028770.375000 Penalty: 4475.251953
	Iteration 15Q: 3 clusters Score -1028770 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -1028884.125000 Penalty: 4475.251953
	Iteration 16Q: 3 clusters Score -1028884 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -1029042.750000 Penalty: 4475.251953
	Iteration 17Q: 3 clusters Score -1029043 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -1029155.062500 Penalty: 4475.251953
	Iteration 18Q: 3 clusters Score -1029155 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -1029235.562500 Penalty: 4475.251953
	Iteration 19Q: 3 clusters Score -1029236 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -1029317.000000 Penalty: 4475.251953
	Iteration 20F: 3 clusters Score -1029317 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -1029377.187500 Penalty: 4475.251953
	Iteration 21Q: 3 clusters Score -1029377 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -1029420.687500 Penalty: 4475.251953
	Iteration 22Q: 3 clusters Score -1029421 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -1029475.312500 Penalty: 4475.251953
	Iteration 23Q: 3 clusters Score -1029475 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -1029514.500000 Penalty: 4475.251953
	Iteration 24Q: 3 clusters Score -1029514 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -1029545.937500 Penalty: 4475.251953
	Iteration 25Q: 3 clusters Score -1029546 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -1029572.750000 Penalty: 4475.251953
	Iteration 26Q: 3 clusters Score -1029573 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -1029609.750000 Penalty: 4475.251953
	Iteration 27Q: 3 clusters Score -1029610 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -1029656.875000 Penalty: 4475.251953
	Iteration 28Q: 3 clusters Score -1029657 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -1029719.062500 Penalty: 4475.251953
	Iteration 29Q: 3 clusters Score -1029719 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -1029800.937500 Penalty: 4475.251953
	Iteration 30Q: 3 clusters Score -1029801 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -1029883.375000 Penalty: 4475.251953
	Iteration 31Q: 3 clusters Score -1029883 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -1029969.000000 Penalty: 4475.251953
	Iteration 32Q: 3 clusters Score -1029969 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -1030032.875000 Penalty: 4475.251953
	Iteration 33Q: 3 clusters Score -1030033 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -1030081.875000 Penalty: 4475.251953
	Iteration 34Q: 3 clusters Score -1030082 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -1030115.250000 Penalty: 4475.251953
	Iteration 35Q: 3 clusters Score -1030115 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -1030137.937500 Penalty: 4475.251953
	Iteration 36Q: 3 clusters Score -1030138 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -1030155.562500 Penalty: 4475.251953
	Iteration 37Q: 3 clusters Score -1030156 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -1030173.687500 Penalty: 4475.251953
	Iteration 38Q: 3 clusters Score -1030174 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -1030179.875000 Penalty: 4475.251953
	Iteration 39Q: 3 clusters Score -1030180 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -1030343.312500 Penalty: 4475.251953
	Iteration 40F: 3 clusters Score -1030343 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -1030495.000000 Penalty: 4475.251953
	Iteration 41Q: 3 clusters Score -1030495 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -1030538.625000 Penalty: 4475.251953
	Iteration 42Q: 3 clusters Score -1030539 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -1030562.875000 Penalty: 4475.251953
	Iteration 43Q: 3 clusters Score -1030563 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -1030578.125000 Penalty: 4475.251953
	Iteration 44Q: 3 clusters Score -1030578 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -1030590.187500 Penalty: 4475.251953
	Iteration 45Q: 3 clusters Score -1030590 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -1030593.875000 Penalty: 4475.251953
	Iteration 46Q: 3 clusters Score -1030594 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -1030596.875000 Penalty: 4475.251953
	Iteration 47Q: 3 clusters Score -1030597 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -1030599.000000 Penalty: 4475.251953
	Iteration 48Q: 3 clusters Score -1030599 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -1030600.187500 Penalty: 4475.251953
	Iteration 49Q: 3 clusters Score -1030600 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -1030601.312500 Penalty: 4475.251953
	Iteration 50Q: 3 clusters Score -1030601 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -1030601.312500 Penalty: 4475.251953
	Iteration 51F: 3 clusters Score -1030601 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Entering Unmasked Estep 
Score: -316785.281250 Penalty: 1942.536255
	Iteration 0F: 2 clusters Score -316785.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -313832.187500 Penalty: 3885.072510
	Iteration 0F: 3 clusters Score -313832.2 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -314458.125000 Penalty: 3885.072510
	Iteration 1F: 3 clusters Score -314458.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -314590.093750 Penalty: 3885.072510
	Iteration 2F: 3 clusters Score -314590.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -314658.531250 Penalty: 3885.072510
	Iteration 3Q: 3 clusters Score -314658.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -314698.531250 Penalty: 3885.072510
	Iteration 4Q: 3 clusters Score -314698.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -314729.750000 Penalty: 3885.072510
	Iteration 5Q: 3 clusters Score -314729.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -314758.281250 Penalty: 3885.072510
	Iteration 6Q: 3 clusters Score -314758.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -314782.406250 Penalty: 3885.072510
	Iteration 7Q: 3 clusters Score -314782.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -314806.281250 Penalty: 3885.072510
	Iteration 8Q: 3 clusters Score -314806.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -314829.968750 Penalty: 3885.072510
	Iteration 9Q: 3 clusters Score -314830 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -314851.187500 Penalty: 3885.072510
	Iteration 10Q: 3 clusters Score -314851.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -314861.125000 Penalty: 3885.072510
	Iteration 11Q: 3 clusters Score -314861.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -314871.468750 Penalty: 3885.072510
	Iteration 12Q: 3 clusters Score -314871.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -314880.656250 Penalty: 3885.072510
	Iteration 13Q: 3 clusters Score -314880.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -314886.218750 Penalty: 3885.072510
	Iteration 14Q: 3 clusters Score -314886.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -314890.437500 Penalty: 3885.072510
	Iteration 15Q: 3 clusters Score -314890.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -314894.062500 Penalty: 3885.072510
	Iteration 16Q: 3 clusters Score -314894.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -314896.437500 Penalty: 3885.072510
	Iteration 17Q: 3 clusters Score -314896.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -314898.000000 Penalty: 3885.072510
	Iteration 18Q: 3 clusters Score -314898 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -314901.843750 Penalty: 3885.072510
	Iteration 19Q: 3 clusters Score -314901.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -314904.156250 Penalty: 3885.072510
	Iteration 20F: 3 clusters Score -314904.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -314907.906250 Penalty: 3885.072510
	Iteration 21Q: 3 clusters Score -314907.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -314909.250000 Penalty: 3885.072510
	Iteration 22Q: 3 clusters Score -314909.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -314910.968750 Penalty: 3885.072510
	Iteration 23Q: 3 clusters Score -314911 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -314912.687500 Penalty: 3885.072510
	Iteration 24Q: 3 clusters Score -314912.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -314914.500000 Penalty: 3885.072510
	Iteration 25Q: 3 clusters Score -314914.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -314915.437500 Penalty: 3885.072510
	Iteration 26Q: 3 clusters Score -314915.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -314916.093750 Penalty: 3885.072510
	Iteration 27Q: 3 clusters Score -314916.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -314919.343750 Penalty: 3885.072510
	Iteration 28Q: 3 clusters Score -314919.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -314920.062500 Penalty: 3885.072510
	Iteration 29Q: 3 clusters Score -314920.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -314920.343750 Penalty: 3885.072510
	Iteration 30Q: 3 clusters Score -314920.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -314920.781250 Penalty: 3885.072510
	Iteration 31Q: 3 clusters Score -314920.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -314921.156250 Penalty: 3885.072510
	Iteration 32Q: 3 clusters Score -314921.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -314921.343750 Penalty: 3885.072510
	Iteration 33Q: 3 clusters Score -314921.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -314921.781250 Penalty: 3885.072510
	Iteration 34Q: 3 clusters Score -314921.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -314922.250000 Penalty: 3885.072510
	Iteration 35Q: 3 clusters Score -314922.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -314923.343750 Penalty: 3885.072510
	Iteration 36Q: 3 clusters Score -314923.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -314923.343750 Penalty: 3885.072510
	Iteration 37F: 3 clusters Score -314923.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Entering Unmasked Estep 
Score: -743761.687500 Penalty: 2065.455811
	Iteration 0F: 2 clusters Score -743761.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -739871.875000 Penalty: 4130.911621
	Iteration 0F: 3 clusters Score -739871.9 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -740928.312500 Penalty: 4130.911621
	Iteration 1F: 3 clusters Score -740928.3 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -741266.062500 Penalty: 4130.911621
	Iteration 2F: 3 clusters Score -741266.1 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -741521.000000 Penalty: 4130.911621
	Iteration 3F: 3 clusters Score -741521 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -741715.625000 Penalty: 4130.911621
	Iteration 4F: 3 clusters Score -741715.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -741860.312500 Penalty: 4130.911621
	Iteration 5Q: 3 clusters Score -741860.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -741967.062500 Penalty: 4130.911621
	Iteration 6Q: 3 clusters Score -741967.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -742043.437500 Penalty: 4130.911621
	Iteration 7Q: 3 clusters Score -742043.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -742125.937500 Penalty: 4130.911621
	Iteration 8Q: 3 clusters Score -742125.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -742201.625000 Penalty: 4130.911621
	Iteration 9Q: 3 clusters Score -742201.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -742260.000000 Penalty: 4130.911621
	Iteration 10Q: 3 clusters Score -742260 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -742312.812500 Penalty: 4130.911621
	Iteration 11Q: 3 clusters Score -742312.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -742365.187500 Penalty: 4130.911621
	Iteration 12Q: 3 clusters Score -742365.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -742418.812500 Penalty: 4130.911621
	Iteration 13Q: 3 clusters Score -742418.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -742459.187500 Penalty: 4130.911621
	Iteration 14Q: 3 clusters Score -742459.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -742496.875000 Penalty: 4130.911621
	Iteration 15Q: 3 clusters Score -742496.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -742540.000000 Penalty: 4130.911621
	Iteration 16Q: 3 clusters Score -742540 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -742583.500000 Penalty: 4130.911621
	Iteration 17Q: 3 clusters Score -742583.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -742633.312500 Penalty: 4130.911621
	Iteration 18Q: 3 clusters Score -742633.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -742667.937500 Penalty: 4130.911621
	Iteration 19Q: 3 clusters Score -742667.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -742700.812500 Penalty: 4130.911621
	Iteration 20F: 3 clusters Score -742700.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -742730.437500 Penalty: 4130.911621
	Iteration 21Q: 3 clusters Score -742730.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -742749.437500 Penalty: 4130.911621
	Iteration 22Q: 3 clusters Score -742749.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -742768.437500 Penalty: 4130.911621
	Iteration 23Q: 3 clusters Score -742768.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -742780.562500 Penalty: 4130.911621
	Iteration 24Q: 3 clusters Score -742780.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -742789.187500 Penalty: 4130.911621
	Iteration 25Q: 3 clusters Score -742789.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -742796.437500 Penalty: 4130.911621
	Iteration 26Q: 3 clusters Score -742796.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -742800.062500 Penalty: 4130.911621
	Iteration 27Q: 3 clusters Score -742800.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -742803.000000 Penalty: 4130.911621
	Iteration 28Q: 3 clusters Score -742803 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -742805.500000 Penalty: 4130.911621
	Iteration 29Q: 3 clusters Score -742805.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -742808.375000 Penalty: 4130.911621
	Iteration 30Q: 3 clusters Score -742808.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -742809.187500 Penalty: 4130.911621
	Iteration 31Q: 3 clusters Score -742809.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -742810.062500 Penalty: 4130.911621
	Iteration 32F: 3 clusters Score -742810.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -742815.375000 Penalty: 4130.911621
	Iteration 33Q: 3 clusters Score -742815.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -742816.062500 Penalty: 4130.911621
	Iteration 34Q: 3 clusters Score -742816.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -742818.812500 Penalty: 4130.911621
	Iteration 35Q: 3 clusters Score -742818.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -742818.562500 Penalty: 4130.911621
	Iteration 36Q: 3 clusters Score -742818.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -742819.250000 Penalty: 4130.911621
	Iteration 37Q: 3 clusters Score -742819.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -742827.812500 Penalty: 4130.911621
	Iteration 38Q: 3 clusters Score -742827.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -742832.312500 Penalty: 4130.911621
	Iteration 39Q: 3 clusters Score -742832.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -742838.312500 Penalty: 4130.911621
	Iteration 40F: 3 clusters Score -742838.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -742845.875000 Penalty: 4130.911621
	Iteration 41Q: 3 clusters Score -742845.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -742847.562500 Penalty: 4130.911621
	Iteration 42Q: 3 clusters Score -742847.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -742852.312500 Penalty: 4130.911621
	Iteration 43Q: 3 clusters Score -742852.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -742855.375000 Penalty: 4130.911621
	Iteration 44Q: 3 clusters Score -742855.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -742855.562500 Penalty: 4130.911621
	Iteration 45Q: 3 clusters Score -742855.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -742857.000000 Penalty: 4130.911621
	Iteration 46Q: 3 clusters Score -742857 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -742860.437500 Penalty: 4130.911621
	Iteration 47Q: 3 clusters Score -742860.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -742860.687500 Penalty: 4130.911621
	Iteration 48Q: 3 clusters Score -742860.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -742861.250000 Penalty: 4130.911621
	Iteration 49Q: 3 clusters Score -742861.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -742861.250000 Penalty: 4130.911621
	Iteration 50F: 3 clusters Score -742861.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (12070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12070 members 
Entering Unmasked Estep 
Score: -1377043.625000 Penalty: 2330.822754
	Iteration 0F: 2 clusters Score -1377044 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -1368207.875000 Penalty: 4661.645508
	Iteration 0F: 3 clusters Score -1368208 nChanged 5059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -1371288.375000 Penalty: 4661.645508
	Iteration 1F: 3 clusters Score -1371288 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -1372079.750000 Penalty: 4661.645508
	Iteration 2F: 3 clusters Score -1372080 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -1372786.750000 Penalty: 4661.645508
	Iteration 3F: 3 clusters Score -1372787 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -1373465.125000 Penalty: 4661.645508
	Iteration 4F: 3 clusters Score -1373465 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -1374061.500000 Penalty: 4661.645508
	Iteration 5F: 3 clusters Score -1374062 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -1374529.875000 Penalty: 4661.645508
	Iteration 6F: 3 clusters Score -1374530 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -1374881.625000 Penalty: 4661.645508
	Iteration 7Q: 3 clusters Score -1374882 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -1375203.750000 Penalty: 4661.645508
	Iteration 8Q: 3 clusters Score -1375204 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -1375456.625000 Penalty: 4661.645508
	Iteration 9Q: 3 clusters Score -1375457 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 9468 members 
Entering Unmasked Estep 
Score: -1375671.000000 Penalty: 4661.645508
	Iteration 10Q: 3 clusters Score -1375671 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
Score: -1375874.375000 Penalty: 4661.645508
	Iteration 11Q: 3 clusters Score -1375874 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 9944 members 
Entering Unmasked Estep 
Score: -1376048.875000 Penalty: 4661.645508
	Iteration 12Q: 3 clusters Score -1376049 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 10132 members 
Entering Unmasked Estep 
Score: -1376193.125000 Penalty: 4661.645508
	Iteration 13Q: 3 clusters Score -1376193 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 10300 members 
Entering Unmasked Estep 
Score: -1376318.000000 Penalty: 4661.645508
	Iteration 14Q: 3 clusters Score -1376318 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 10437 members 
Entering Unmasked Estep 
Score: -1376407.625000 Penalty: 4661.645508
	Iteration 15Q: 3 clusters Score -1376408 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 10534 members 
Entering Unmasked Estep 
Score: -1376465.625000 Penalty: 4661.645508
	Iteration 16Q: 3 clusters Score -1376466 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 10604 members 
Entering Unmasked Estep 
Score: -1376501.875000 Penalty: 4661.645508
	Iteration 17Q: 3 clusters Score -1376502 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 10657 members 
Entering Unmasked Estep 
Score: -1376542.125000 Penalty: 4661.645508
	Iteration 18Q: 3 clusters Score -1376542 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 10700 members 
Entering Unmasked Estep 
Score: -1376567.375000 Penalty: 4661.645508
	Iteration 19Q: 3 clusters Score -1376567 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 10731 members 
Entering Unmasked Estep 
Score: -1376596.000000 Penalty: 4661.645508
	Iteration 20F: 3 clusters Score -1376596 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 10751 members 
Entering Unmasked Estep 
Score: -1376615.750000 Penalty: 4661.645508
	Iteration 21Q: 3 clusters Score -1376616 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 10767 members 
Entering Unmasked Estep 
Score: -1376631.250000 Penalty: 4661.645508
	Iteration 22Q: 3 clusters Score -1376631 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 10780 members 
Entering Unmasked Estep 
Score: -1376646.750000 Penalty: 4661.645508
	Iteration 23Q: 3 clusters Score -1376647 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 10802 members 
Entering Unmasked Estep 
Score: -1376660.125000 Penalty: 4661.645508
	Iteration 24Q: 3 clusters Score -1376660 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 10825 members 
Entering Unmasked Estep 
Score: -1376667.625000 Penalty: 4661.645508
	Iteration 25Q: 3 clusters Score -1376668 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 10839 members 
Entering Unmasked Estep 
Score: -1376679.125000 Penalty: 4661.645508
	Iteration 26Q: 3 clusters Score -1376679 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 10855 members 
Entering Unmasked Estep 
Score: -1376688.000000 Penalty: 4661.645508
	Iteration 27Q: 3 clusters Score -1376688 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 10852 members 
Entering Unmasked Estep 
Score: -1376687.125000 Penalty: 4661.645508
	Iteration 28Q: 3 clusters Score -1376687 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 10849 members 
Entering Unmasked Estep 
Score: -1376688.625000 Penalty: 4661.645508
	Iteration 29Q: 3 clusters Score -1376689 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 10848 members 
Entering Unmasked Estep 
Score: -1376692.750000 Penalty: 4661.645508
	Iteration 30Q: 3 clusters Score -1376693 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 10849 members 
Entering Unmasked Estep 
Score: -1376694.875000 Penalty: 4661.645508
	Iteration 31Q: 3 clusters Score -1376695 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 10847 members 
Entering Unmasked Estep 
Score: -1376697.875000 Penalty: 4661.645508
	Iteration 32Q: 3 clusters Score -1376698 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 10848 members 
Entering Unmasked Estep 
Score: -1376697.000000 Penalty: 4661.645508
	Iteration 33Q: 3 clusters Score -1376697 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 10848 members 
Entering Unmasked Estep 
Score: -1376699.875000 Penalty: 4661.645508
	Iteration 34Q: 3 clusters Score -1376700 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 10849 members 
Entering Unmasked Estep 
Score: -1376702.750000 Penalty: 4661.645508
	Iteration 35Q: 3 clusters Score -1376703 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 10852 members 
Entering Unmasked Estep 
Score: -1376701.625000 Penalty: 4661.645508
	Iteration 36Q: 3 clusters Score -1376702 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 10854 members 
Entering Unmasked Estep 
Score: -1376700.750000 Penalty: 4661.645508
	Iteration 37Q: 3 clusters Score -1376701 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 10857 members 
Entering Unmasked Estep 
Score: -1376707.625000 Penalty: 4661.645508
	Iteration 38Q: 3 clusters Score -1376708 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 10857 members 
Entering Unmasked Estep 
Score: -1376711.500000 Penalty: 4661.645508
	Iteration 39Q: 3 clusters Score -1376712 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 10856 members 
Entering Unmasked Estep 
Score: -1376710.500000 Penalty: 4661.645508
	Iteration 40F: 3 clusters Score -1376710 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 10856 members 
Entering Unmasked Estep 
Score: -1376711.625000 Penalty: 4661.645508
	Iteration 41Q: 3 clusters Score -1376712 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 10857 members 
Entering Unmasked Estep 
Score: -1376715.500000 Penalty: 4661.645508
	Iteration 42Q: 3 clusters Score -1376716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 10860 members 
Entering Unmasked Estep 
Score: -1376715.375000 Penalty: 4661.645508
	Iteration 43Q: 3 clusters Score -1376715 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -1376718.750000 Penalty: 4661.645508
	Iteration 44Q: 3 clusters Score -1376719 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 10862 members 
Entering Unmasked Estep 
Score: -1376719.250000 Penalty: 4661.645508
	Iteration 45Q: 3 clusters Score -1376719 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 10863 members 
Entering Unmasked Estep 
Score: -1376718.625000 Penalty: 4661.645508
	Iteration 46Q: 3 clusters Score -1376719 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 10863 members 
Entering Unmasked Estep 
Score: -1376718.625000 Penalty: 4661.645508
	Iteration 47F: 3 clusters Score -1376719 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Entering Unmasked Estep 
Score: -402788.750000 Penalty: 2000.730835
	Iteration 0F: 2 clusters Score -402788.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -399382.218750 Penalty: 4001.461670
	Iteration 0F: 3 clusters Score -399382.2 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -400085.000000 Penalty: 4001.461670
	Iteration 1F: 3 clusters Score -400085 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -400269.187500 Penalty: 4001.461670
	Iteration 2F: 3 clusters Score -400269.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -400404.843750 Penalty: 4001.461670
	Iteration 3F: 3 clusters Score -400404.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -400496.687500 Penalty: 4001.461670
	Iteration 4Q: 3 clusters Score -400496.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -400574.781250 Penalty: 4001.461670
	Iteration 5Q: 3 clusters Score -400574.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -400647.750000 Penalty: 4001.461670
	Iteration 6Q: 3 clusters Score -400647.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -400703.843750 Penalty: 4001.461670
	Iteration 7Q: 3 clusters Score -400703.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -400739.187500 Penalty: 4001.461670
	Iteration 8Q: 3 clusters Score -400739.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -400774.375000 Penalty: 4001.461670
	Iteration 9Q: 3 clusters Score -400774.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -400807.343750 Penalty: 4001.461670
	Iteration 10Q: 3 clusters Score -400807.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -400837.406250 Penalty: 4001.461670
	Iteration 11Q: 3 clusters Score -400837.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -400860.125000 Penalty: 4001.461670
	Iteration 12Q: 3 clusters Score -400860.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -400877.531250 Penalty: 4001.461670
	Iteration 13Q: 3 clusters Score -400877.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -400892.312500 Penalty: 4001.461670
	Iteration 14Q: 3 clusters Score -400892.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -400909.250000 Penalty: 4001.461670
	Iteration 15Q: 3 clusters Score -400909.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -400927.031250 Penalty: 4001.461670
	Iteration 16Q: 3 clusters Score -400927 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -400948.906250 Penalty: 4001.461670
	Iteration 17Q: 3 clusters Score -400948.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -400968.812500 Penalty: 4001.461670
	Iteration 18Q: 3 clusters Score -400968.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -400982.843750 Penalty: 4001.461670
	Iteration 19Q: 3 clusters Score -400982.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -400995.781250 Penalty: 4001.461670
	Iteration 20F: 3 clusters Score -400995.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -401003.906250 Penalty: 4001.461670
	Iteration 21Q: 3 clusters Score -401003.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -401015.687500 Penalty: 4001.461670
	Iteration 22Q: 3 clusters Score -401015.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -401027.250000 Penalty: 4001.461670
	Iteration 23Q: 3 clusters Score -401027.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -401036.781250 Penalty: 4001.461670
	Iteration 24Q: 3 clusters Score -401036.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -401048.875000 Penalty: 4001.461670
	Iteration 25Q: 3 clusters Score -401048.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -401055.062500 Penalty: 4001.461670
	Iteration 26Q: 3 clusters Score -401055.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -401058.156250 Penalty: 4001.461670
	Iteration 27Q: 3 clusters Score -401058.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -401060.937500 Penalty: 4001.461670
	Iteration 28Q: 3 clusters Score -401060.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -401065.718750 Penalty: 4001.461670
	Iteration 29Q: 3 clusters Score -401065.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -401068.687500 Penalty: 4001.461670
	Iteration 30Q: 3 clusters Score -401068.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -401077.093750 Penalty: 4001.461670
	Iteration 31Q: 3 clusters Score -401077.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -401085.968750 Penalty: 4001.461670
	Iteration 32Q: 3 clusters Score -401086 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -401091.281250 Penalty: 4001.461670
	Iteration 33Q: 3 clusters Score -401091.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -401098.125000 Penalty: 4001.461670
	Iteration 34Q: 3 clusters Score -401098.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -401107.093750 Penalty: 4001.461670
	Iteration 35Q: 3 clusters Score -401107.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -401118.562500 Penalty: 4001.461670
	Iteration 36Q: 3 clusters Score -401118.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -401126.593750 Penalty: 4001.461670
	Iteration 37Q: 3 clusters Score -401126.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -401136.312500 Penalty: 4001.461670
	Iteration 38Q: 3 clusters Score -401136.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -401145.218750 Penalty: 4001.461670
	Iteration 39Q: 3 clusters Score -401145.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -401146.968750 Penalty: 4001.461670
	Iteration 40F: 3 clusters Score -401147 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -401149.812500 Penalty: 4001.461670
	Iteration 41Q: 3 clusters Score -401149.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -401153.593750 Penalty: 4001.461670
	Iteration 42Q: 3 clusters Score -401153.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -401156.968750 Penalty: 4001.461670
	Iteration 43Q: 3 clusters Score -401157 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -401158.875000 Penalty: 4001.461670
	Iteration 44Q: 3 clusters Score -401158.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -401161.531250 Penalty: 4001.461670
	Iteration 45Q: 3 clusters Score -401161.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -401164.437500 Penalty: 4001.461670
	Iteration 46Q: 3 clusters Score -401164.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -401165.125000 Penalty: 4001.461670
	Iteration 47Q: 3 clusters Score -401165.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -401165.312500 Penalty: 4001.461670
	Iteration 48Q: 3 clusters Score -401165.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -401166.937500 Penalty: 4001.461670
	Iteration 49Q: 3 clusters Score -401166.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -401167.531250 Penalty: 4001.461670
	Iteration 50Q: 3 clusters Score -401167.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -401167.656250 Penalty: 4001.461670
	Iteration 51Q: 3 clusters Score -401167.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -401167.875000 Penalty: 4001.461670
	Iteration 52Q: 3 clusters Score -401167.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -401169.125000 Penalty: 4001.461670
	Iteration 53Q: 3 clusters Score -401169.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -401169.187500 Penalty: 4001.461670
	Iteration 54Q: 3 clusters Score -401169.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -401170.031250 Penalty: 4001.461670
	Iteration 55Q: 3 clusters Score -401170 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -401171.500000 Penalty: 4001.461670
	Iteration 56Q: 3 clusters Score -401171.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -401172.593750 Penalty: 4001.461670
	Iteration 57Q: 3 clusters Score -401172.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -401174.156250 Penalty: 4001.461670
	Iteration 58Q: 3 clusters Score -401174.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -401174.468750 Penalty: 4001.461670
	Iteration 59Q: 3 clusters Score -401174.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -401175.031250 Penalty: 4001.461670
	Iteration 60F: 3 clusters Score -401175 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -401176.437500 Penalty: 4001.461670
	Iteration 61Q: 3 clusters Score -401176.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -401177.343750 Penalty: 4001.461670
	Iteration 62Q: 3 clusters Score -401177.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -401180.125000 Penalty: 4001.461670
	Iteration 63Q: 3 clusters Score -401180.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -401185.656250 Penalty: 4001.461670
	Iteration 64Q: 3 clusters Score -401185.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -401188.656250 Penalty: 4001.461670
	Iteration 65Q: 3 clusters Score -401188.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -401192.281250 Penalty: 4001.461670
	Iteration 66Q: 3 clusters Score -401192.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -401193.718750 Penalty: 4001.461670
	Iteration 67Q: 3 clusters Score -401193.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -401194.500000 Penalty: 4001.461670
	Iteration 68Q: 3 clusters Score -401194.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -401194.500000 Penalty: 4001.461670
	Iteration 69F: 3 clusters Score -401194.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Entering Unmasked Estep 
Score: -317943.406250 Penalty: 1945.371704
	Iteration 0F: 2 clusters Score -317943.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -314988.000000 Penalty: 3890.743408
	Iteration 0F: 3 clusters Score -314988 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -315575.125000 Penalty: 3890.743408
	Iteration 1F: 3 clusters Score -315575.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -315750.781250 Penalty: 3890.743408
	Iteration 2F: 3 clusters Score -315750.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -315855.312500 Penalty: 3890.743408
	Iteration 3F: 3 clusters Score -315855.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -315932.375000 Penalty: 3890.743408
	Iteration 4Q: 3 clusters Score -315932.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -315992.093750 Penalty: 3890.743408
	Iteration 5Q: 3 clusters Score -315992.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -316049.812500 Penalty: 3890.743408
	Iteration 6Q: 3 clusters Score -316049.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -316107.625000 Penalty: 3890.743408
	Iteration 7Q: 3 clusters Score -316107.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -316151.437500 Penalty: 3890.743408
	Iteration 8Q: 3 clusters Score -316151.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -316187.218750 Penalty: 3890.743408
	Iteration 9Q: 3 clusters Score -316187.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -316228.718750 Penalty: 3890.743408
	Iteration 10Q: 3 clusters Score -316228.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -316270.437500 Penalty: 3890.743408
	Iteration 11Q: 3 clusters Score -316270.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -316303.781250 Penalty: 3890.743408
	Iteration 12Q: 3 clusters Score -316303.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -316331.750000 Penalty: 3890.743408
	Iteration 13Q: 3 clusters Score -316331.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -316372.156250 Penalty: 3890.743408
	Iteration 14Q: 3 clusters Score -316372.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -316431.562500 Penalty: 3890.743408
	Iteration 15Q: 3 clusters Score -316431.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -316503.000000 Penalty: 3890.743408
	Iteration 16Q: 3 clusters Score -316503 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -316598.781250 Penalty: 3890.743408
	Iteration 17Q: 3 clusters Score -316598.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -316688.218750 Penalty: 3890.743408
	Iteration 18Q: 3 clusters Score -316688.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -316781.468750 Penalty: 3890.743408
	Iteration 19Q: 3 clusters Score -316781.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -316917.343750 Penalty: 3890.743408
	Iteration 20F: 3 clusters Score -316917.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -317042.312500 Penalty: 3890.743408
	Iteration 21Q: 3 clusters Score -317042.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -317143.343750 Penalty: 3890.743408
	Iteration 22Q: 3 clusters Score -317143.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -317196.375000 Penalty: 3890.743408
	Iteration 23Q: 3 clusters Score -317196.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -317231.468750 Penalty: 3890.743408
	Iteration 24Q: 3 clusters Score -317231.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -317247.812500 Penalty: 3890.743408
	Iteration 25Q: 3 clusters Score -317247.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -317260.593750 Penalty: 3890.743408
	Iteration 26Q: 3 clusters Score -317260.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -317270.781250 Penalty: 3890.743408
	Iteration 27Q: 3 clusters Score -317270.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -317277.875000 Penalty: 3890.743408
	Iteration 28Q: 3 clusters Score -317277.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -317284.187500 Penalty: 3890.743408
	Iteration 29Q: 3 clusters Score -317284.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -317291.625000 Penalty: 3890.743408
	Iteration 30Q: 3 clusters Score -317291.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -317303.843750 Penalty: 3890.743408
	Iteration 31Q: 3 clusters Score -317303.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -317313.656250 Penalty: 3890.743408
	Iteration 32Q: 3 clusters Score -317313.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -317324.343750 Penalty: 3890.743408
	Iteration 33Q: 3 clusters Score -317324.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -317339.500000 Penalty: 3890.743408
	Iteration 34Q: 3 clusters Score -317339.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -317355.812500 Penalty: 3890.743408
	Iteration 35Q: 3 clusters Score -317355.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -317371.156250 Penalty: 3890.743408
	Iteration 36Q: 3 clusters Score -317371.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -317384.281250 Penalty: 3890.743408
	Iteration 37Q: 3 clusters Score -317384.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -317393.718750 Penalty: 3890.743408
	Iteration 38Q: 3 clusters Score -317393.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -317404.906250 Penalty: 3890.743408
	Iteration 39Q: 3 clusters Score -317404.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -317412.281250 Penalty: 3890.743408
	Iteration 40F: 3 clusters Score -317412.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -317421.718750 Penalty: 3890.743408
	Iteration 41Q: 3 clusters Score -317421.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -317428.656250 Penalty: 3890.743408
	Iteration 42Q: 3 clusters Score -317428.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -317430.843750 Penalty: 3890.743408
	Iteration 43Q: 3 clusters Score -317430.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -317434.000000 Penalty: 3890.743408
	Iteration 44Q: 3 clusters Score -317434 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -317434.000000 Penalty: 3890.743408
	Iteration 45F: 3 clusters Score -317434 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Entering Unmasked Estep 
Score: -53069.867188 Penalty: 1460.441650
	Iteration 0F: 2 clusters Score -53069.87 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 199 members 
Entering Unmasked Estep 
Score: -51751.738281 Penalty: 2920.883301
	Iteration 0F: 3 clusters Score -51751.74 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -51970.414062 Penalty: 2920.883301
	Iteration 1F: 3 clusters Score -51970.41 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -52082.640625 Penalty: 2920.883301
	Iteration 2F: 3 clusters Score -52082.64 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -52215.488281 Penalty: 2920.883301
	Iteration 3Q: 3 clusters Score -52215.49 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -52434.250000 Penalty: 2920.883301
	Iteration 4Q: 3 clusters Score -52434.25 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -52859.976562 Penalty: 2920.883301
	Iteration 5F: 3 clusters Score -52859.98 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -52974.902344 Penalty: 2920.883301
	Iteration 6Q: 3 clusters Score -52974.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -53072.187500 Penalty: 2920.883301
	Iteration 7Q: 3 clusters Score -53072.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -53136.511719 Penalty: 2920.883301
	Iteration 8Q: 3 clusters Score -53136.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -53210.136719 Penalty: 2920.883301
	Iteration 9Q: 3 clusters Score -53210.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -53218.687500 Penalty: 2920.883301
	Iteration 10Q: 3 clusters Score -53218.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -53218.687500 Penalty: 2920.883301
	Iteration 11F: 3 clusters Score -53218.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 2522 members 
Mstep: Class 3 contains 4140 members 
Mstep: Class 4 contains 12070 members 
Mstep: Class 5 contains 3189 members 
Mstep: Class 6 contains 2551 members 
Mstep: Class 7 contains 108 members 
Mstep: Class 8 contains 7708 members 
Mstep: Class 9 contains 172803 members 
Mstep: Class 10 contains 8509 members 
Mstep: Class 11 contains 3816 members 
Mstep: Class 12 contains 23259 members 
Mstep: Class 13 contains 4032 members 
Mstep: Class 14 contains 6796 members 
Mstep: Class 15 contains 178754 members 
Mstep: Class 16 contains 216528 members 
Mstep: Class 17 contains 11687 members 
Mstep: Class 18 contains 29538 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4180 members 
Mstep: Class 21 contains 21796 members 
Mstep: Class 22 contains 51456 members 
Mstep: Class 23 contains 4483 members 
Mstep: Class 24 contains 952 members 
Mstep: Class 25 contains 39523 members 
Mstep: Class 26 contains 37633 members 
Mstep: Class 27 contains 6223 members 
Mstep: Class 28 contains 25977 members 
Mstep: Class 29 contains 7489 members 
Mstep: Class 30 contains 19241 members 
Mstep: Class 31 contains 5257 members 
Mstep: Class 32 contains 17560 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11731 members 
Mstep: Class 35 contains 61433 members 
Mstep: Class 36 contains 26498 members 
Mstep: Class 37 contains 7333 members 
Mstep: Class 38 contains 254 members 
Mstep: Class 39 contains 3645 members 
Mstep: Class 40 contains 2895 members 
Mstep: Class 41 contains 28647 members 
Mstep: Class 42 contains 11211 members 
Mstep: Class 43 contains 480 members 
Mstep: Class 44 contains 2848 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10318 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27558 members 
Mstep: Class 49 contains 7953 members 
Mstep: Class 50 contains 312 members 
Mstep: Class 51 contains 28231 members 
Mstep: Class 52 contains 252 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 371 members 
Mstep: Class 56 contains 1130 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 406 members 
Mstep: Class 59 contains 913 members 
Mstep: Class 60 contains 335 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 333 members 
Mstep: Class 63 contains 1097 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 665 members 
Mstep: Class 67 contains 625 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 323 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 435 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1687 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2152 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 190 members 
Mstep: Class 79 contains 945 members 
Mstep: Class 80 contains 1257 members 
Mstep: Class 81 contains 253 members 
Entering Unmasked Estep 
Score: -147544464.000000 Penalty: 280990.781250
Splitting cluster 7 changes total score from -147546240.000000 to -147544464.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (7708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Entering Unmasked Estep 
Score: -977427.625000 Penalty: 2219.603516
	Iteration 0F: 2 clusters Score -977427.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -971214.937500 Penalty: 4439.207031
	Iteration 0F: 3 clusters Score -971214.9 nChanged 3118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -972980.625000 Penalty: 4439.207031
	Iteration 1F: 3 clusters Score -972980.6 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -973389.500000 Penalty: 4439.207031
	Iteration 2F: 3 clusters Score -973389.5 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -973775.125000 Penalty: 4439.207031
	Iteration 3F: 3 clusters Score -973775.1 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -974160.375000 Penalty: 4439.207031
	Iteration 4F: 3 clusters Score -974160.4 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -974505.625000 Penalty: 4439.207031
	Iteration 5F: 3 clusters Score -974505.6 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -974825.500000 Penalty: 4439.207031
	Iteration 6F: 3 clusters Score -974825.5 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -975081.625000 Penalty: 4439.207031
	Iteration 7Q: 3 clusters Score -975081.6 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -975297.062500 Penalty: 4439.207031
	Iteration 8Q: 3 clusters Score -975297.1 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -975502.812500 Penalty: 4439.207031
	Iteration 9Q: 3 clusters Score -975502.8 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -975727.562500 Penalty: 4439.207031
	Iteration 10Q: 3 clusters Score -975727.6 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -975963.062500 Penalty: 4439.207031
	Iteration 11Q: 3 clusters Score -975963.1 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -976147.687500 Penalty: 4439.207031
	Iteration 12Q: 3 clusters Score -976147.7 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -976260.625000 Penalty: 4439.207031
	Iteration 13Q: 3 clusters Score -976260.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -976329.187500 Penalty: 4439.207031
	Iteration 14Q: 3 clusters Score -976329.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -976381.687500 Penalty: 4439.207031
	Iteration 15Q: 3 clusters Score -976381.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -976411.625000 Penalty: 4439.207031
	Iteration 16Q: 3 clusters Score -976411.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -976434.187500 Penalty: 4439.207031
	Iteration 17Q: 3 clusters Score -976434.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -976450.375000 Penalty: 4439.207031
	Iteration 18Q: 3 clusters Score -976450.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -976460.875000 Penalty: 4439.207031
	Iteration 19Q: 3 clusters Score -976460.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -976474.562500 Penalty: 4439.207031
	Iteration 20F: 3 clusters Score -976474.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -976483.875000 Penalty: 4439.207031
	Iteration 21Q: 3 clusters Score -976483.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -976486.687500 Penalty: 4439.207031
	Iteration 22Q: 3 clusters Score -976486.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -976490.812500 Penalty: 4439.207031
	Iteration 23Q: 3 clusters Score -976490.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -976495.250000 Penalty: 4439.207031
	Iteration 24Q: 3 clusters Score -976495.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -976497.375000 Penalty: 4439.207031
	Iteration 25Q: 3 clusters Score -976497.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -976497.187500 Penalty: 4439.207031
	Iteration 26Q: 3 clusters Score -976497.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -976497.000000 Penalty: 4439.207031
	Iteration 27Q: 3 clusters Score -976497 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -976498.750000 Penalty: 4439.207031
	Iteration 28Q: 3 clusters Score -976498.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -976498.750000 Penalty: 4439.207031
	Iteration 29F: 3 clusters Score -976498.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (172803 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172803 members 
Entering Unmasked Estep 
Score: -22109060.000000 Penalty: 2990.857178
	Iteration 0F: 2 clusters Score -2.210906e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86119 members 
Mstep: Class 2 contains 86684 members 
Entering Unmasked Estep 
Score: -21992906.000000 Penalty: 5981.714355
	Iteration 0F: 3 clusters Score -2.199291e+07 nChanged 82986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79085 members 
Mstep: Class 2 contains 93718 members 
Entering Unmasked Estep 
Score: -22041900.000000 Penalty: 5981.714355
	Iteration 1F: 3 clusters Score -2.20419e+07 nChanged 6404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74887 members 
Mstep: Class 2 contains 97916 members 
Entering Unmasked Estep 
Score: -22043810.000000 Penalty: 5981.714355
	Iteration 2Q: 3 clusters Score -2.204381e+07 nChanged 8144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68539 members 
Mstep: Class 2 contains 104264 members 
Entering Unmasked Estep 
Score: -22047036.000000 Penalty: 5981.714355
	Iteration 3Q: 3 clusters Score -2.204704e+07 nChanged 10381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59578 members 
Mstep: Class 2 contains 113225 members 
Entering Unmasked Estep 
Score: -22052656.000000 Penalty: 5981.714355
	Iteration 4F: 3 clusters Score -2.205266e+07 nChanged 12860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47708 members 
Mstep: Class 2 contains 125095 members 
Entering Unmasked Estep 
Score: -22061600.000000 Penalty: 5981.714355
	Iteration 5F: 3 clusters Score -2.20616e+07 nChanged 14508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33796 members 
Mstep: Class 2 contains 139007 members 
Entering Unmasked Estep 
Score: -22073840.000000 Penalty: 5981.714355
	Iteration 6F: 3 clusters Score -2.207384e+07 nChanged 13721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20243 members 
Mstep: Class 2 contains 152560 members 
Entering Unmasked Estep 
Score: -22086686.000000 Penalty: 5981.714355
	Iteration 7F: 3 clusters Score -2.208669e+07 nChanged 10334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 162870 members 
Entering Unmasked Estep 
Score: -22096960.000000 Penalty: 5981.714355
	Iteration 8F: 3 clusters Score -2.209696e+07 nChanged 5783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 168647 members 
Entering Unmasked Estep 
Score: -22102898.000000 Penalty: 5981.714355
	Iteration 9Q: 3 clusters Score -2.21029e+07 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 171024 members 
Entering Unmasked Estep 
Score: -22105412.000000 Penalty: 5981.714355
	Iteration 10Q: 3 clusters Score -2.210541e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 171664 members 
Entering Unmasked Estep 
Score: -22106360.000000 Penalty: 5981.714355
	Iteration 11Q: 3 clusters Score -2.210636e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 171729 members 
Entering Unmasked Estep 
Score: -22106990.000000 Penalty: 5981.714355
	Iteration 12Q: 3 clusters Score -2.210699e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 171605 members 
Entering Unmasked Estep 
Score: -22107438.000000 Penalty: 5981.714355
	Iteration 13Q: 3 clusters Score -2.210744e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 171469 members 
Entering Unmasked Estep 
Score: -22107642.000000 Penalty: 5981.714355
	Iteration 14Q: 3 clusters Score -2.210764e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 171347 members 
Entering Unmasked Estep 
Score: -22107718.000000 Penalty: 5981.714355
	Iteration 15Q: 3 clusters Score -2.210772e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 171250 members 
Entering Unmasked Estep 
Score: -22107800.000000 Penalty: 5981.714355
	Iteration 16Q: 3 clusters Score -2.21078e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 171181 members 
Entering Unmasked Estep 
Score: -22107868.000000 Penalty: 5981.714355
	Iteration 17Q: 3 clusters Score -2.210787e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 171113 members 
Entering Unmasked Estep 
Score: -22107898.000000 Penalty: 5981.714355
	Iteration 18Q: 3 clusters Score -2.21079e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 171064 members 
Entering Unmasked Estep 
Score: -22107906.000000 Penalty: 5981.714355
	Iteration 19Q: 3 clusters Score -2.210791e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 171022 members 
Entering Unmasked Estep 
Score: -22107928.000000 Penalty: 5981.714355
	Iteration 20F: 3 clusters Score -2.210793e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 170994 members 
Entering Unmasked Estep 
Score: -22107936.000000 Penalty: 5981.714355
	Iteration 21Q: 3 clusters Score -2.210794e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 170957 members 
Entering Unmasked Estep 
Score: -22107972.000000 Penalty: 5981.714355
	Iteration 22Q: 3 clusters Score -2.210797e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 170922 members 
Entering Unmasked Estep 
Score: -22108030.000000 Penalty: 5981.714355
	Iteration 23Q: 3 clusters Score -2.210803e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 170887 members 
Entering Unmasked Estep 
Score: -22108028.000000 Penalty: 5981.714355
	Iteration 24Q: 3 clusters Score -2.210803e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 170858 members 
Entering Unmasked Estep 
Score: -22108066.000000 Penalty: 5981.714355
	Iteration 25Q: 3 clusters Score -2.210807e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 170839 members 
Entering Unmasked Estep 
Score: -22108070.000000 Penalty: 5981.714355
	Iteration 26Q: 3 clusters Score -2.210807e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 170819 members 
Entering Unmasked Estep 
Score: -22108054.000000 Penalty: 5981.714355
	Iteration 27Q: 3 clusters Score -2.210805e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 170806 members 
Entering Unmasked Estep 
Score: -22108080.000000 Penalty: 5981.714355
	Iteration 28Q: 3 clusters Score -2.210808e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 170797 members 
Entering Unmasked Estep 
Score: -22108064.000000 Penalty: 5981.714355
	Iteration 29Q: 3 clusters Score -2.210806e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 170788 members 
Entering Unmasked Estep 
Score: -22108096.000000 Penalty: 5981.714355
	Iteration 30Q: 3 clusters Score -2.21081e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 170776 members 
Entering Unmasked Estep 
Score: -22108130.000000 Penalty: 5981.714355
	Iteration 31Q: 3 clusters Score -2.210813e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 170768 members 
Entering Unmasked Estep 
Score: -22108112.000000 Penalty: 5981.714355
	Iteration 32Q: 3 clusters Score -2.210811e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 170762 members 
Entering Unmasked Estep 
Score: -22108102.000000 Penalty: 5981.714355
	Iteration 33Q: 3 clusters Score -2.21081e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 170758 members 
Entering Unmasked Estep 
Score: -22108084.000000 Penalty: 5981.714355
	Iteration 34Q: 3 clusters Score -2.210808e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 170751 members 
Entering Unmasked Estep 
Score: -22108082.000000 Penalty: 5981.714355
	Iteration 35Q: 3 clusters Score -2.210808e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 170738 members 
Entering Unmasked Estep 
Score: -22108086.000000 Penalty: 5981.714355
	Iteration 36Q: 3 clusters Score -2.210809e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 170731 members 
Entering Unmasked Estep 
Score: -22108100.000000 Penalty: 5981.714355
	Iteration 37Q: 3 clusters Score -2.21081e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 170721 members 
Entering Unmasked Estep 
Score: -22108104.000000 Penalty: 5981.714355
	Iteration 38Q: 3 clusters Score -2.21081e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 170714 members 
Entering Unmasked Estep 
Score: -22108080.000000 Penalty: 5981.714355
	Iteration 39Q: 3 clusters Score -2.210808e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 170709 members 
Entering Unmasked Estep 
Score: -22108096.000000 Penalty: 5981.714355
	Iteration 40F: 3 clusters Score -2.21081e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 170702 members 
Entering Unmasked Estep 
Score: -22108098.000000 Penalty: 5981.714355
	Iteration 41Q: 3 clusters Score -2.21081e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 170694 members 
Entering Unmasked Estep 
Score: -22108120.000000 Penalty: 5981.714355
	Iteration 42Q: 3 clusters Score -2.210812e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 170683 members 
Entering Unmasked Estep 
Score: -22108110.000000 Penalty: 5981.714355
	Iteration 43Q: 3 clusters Score -2.210811e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 170673 members 
Entering Unmasked Estep 
Score: -22108116.000000 Penalty: 5981.714355
	Iteration 44Q: 3 clusters Score -2.210812e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 170663 members 
Entering Unmasked Estep 
Score: -22108110.000000 Penalty: 5981.714355
	Iteration 45Q: 3 clusters Score -2.210811e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 170653 members 
Entering Unmasked Estep 
Score: -22108110.000000 Penalty: 5981.714355
	Iteration 46Q: 3 clusters Score -2.210811e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 170640 members 
Entering Unmasked Estep 
Score: -22108100.000000 Penalty: 5981.714355
	Iteration 47Q: 3 clusters Score -2.21081e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 170623 members 
Entering Unmasked Estep 
Score: -22108106.000000 Penalty: 5981.714355
	Iteration 48Q: 3 clusters Score -2.210811e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 170610 members 
Entering Unmasked Estep 
Score: -22108116.000000 Penalty: 5981.714355
	Iteration 49Q: 3 clusters Score -2.210812e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 170604 members 
Entering Unmasked Estep 
Score: -22108116.000000 Penalty: 5981.714355
	Iteration 50Q: 3 clusters Score -2.210812e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 170599 members 
Entering Unmasked Estep 
Score: -22108108.000000 Penalty: 5981.714355
	Iteration 51Q: 3 clusters Score -2.210811e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 170596 members 
Entering Unmasked Estep 
Score: -22108106.000000 Penalty: 5981.714355
	Iteration 52Q: 3 clusters Score -2.210811e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 170594 members 
Entering Unmasked Estep 
Score: -22108100.000000 Penalty: 5981.714355
	Iteration 53Q: 3 clusters Score -2.21081e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 170593 members 
Entering Unmasked Estep 
Score: -22108112.000000 Penalty: 5981.714355
	Iteration 54Q: 3 clusters Score -2.210811e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 170593 members 
Entering Unmasked Estep 
Score: -22108112.000000 Penalty: 5981.714355
	Iteration 55F: 3 clusters Score -2.210811e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (8509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Entering Unmasked Estep 
Score: -939206.125000 Penalty: 2244.122070
	Iteration 0F: 2 clusters Score -939206.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -932512.000000 Penalty: 4488.244141
	Iteration 0F: 3 clusters Score -932512 nChanged 3563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -934638.562500 Penalty: 4488.244141
	Iteration 1F: 3 clusters Score -934638.6 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -935194.750000 Penalty: 4488.244141
	Iteration 2F: 3 clusters Score -935194.8 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -935624.812500 Penalty: 4488.244141
	Iteration 3F: 3 clusters Score -935624.8 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -936015.000000 Penalty: 4488.244141
	Iteration 4F: 3 clusters Score -936015 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -936334.375000 Penalty: 4488.244141
	Iteration 5F: 3 clusters Score -936334.4 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -936597.562500 Penalty: 4488.244141
	Iteration 6Q: 3 clusters Score -936597.6 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -936815.687500 Penalty: 4488.244141
	Iteration 7Q: 3 clusters Score -936815.7 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -936998.812500 Penalty: 4488.244141
	Iteration 8Q: 3 clusters Score -936998.8 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -937158.750000 Penalty: 4488.244141
	Iteration 9Q: 3 clusters Score -937158.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -937278.250000 Penalty: 4488.244141
	Iteration 10Q: 3 clusters Score -937278.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -937391.125000 Penalty: 4488.244141
	Iteration 11Q: 3 clusters Score -937391.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -937488.687500 Penalty: 4488.244141
	Iteration 12Q: 3 clusters Score -937488.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -937570.062500 Penalty: 4488.244141
	Iteration 13Q: 3 clusters Score -937570.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -937653.375000 Penalty: 4488.244141
	Iteration 14Q: 3 clusters Score -937653.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -937729.437500 Penalty: 4488.244141
	Iteration 15Q: 3 clusters Score -937729.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -937796.875000 Penalty: 4488.244141
	Iteration 16Q: 3 clusters Score -937796.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -937865.937500 Penalty: 4488.244141
	Iteration 17Q: 3 clusters Score -937865.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -937930.250000 Penalty: 4488.244141
	Iteration 18Q: 3 clusters Score -937930.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -937983.062500 Penalty: 4488.244141
	Iteration 19Q: 3 clusters Score -937983.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -938020.500000 Penalty: 4488.244141
	Iteration 20F: 3 clusters Score -938020.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -938063.812500 Penalty: 4488.244141
	Iteration 21Q: 3 clusters Score -938063.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -938107.687500 Penalty: 4488.244141
	Iteration 22Q: 3 clusters Score -938107.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -938140.562500 Penalty: 4488.244141
	Iteration 23Q: 3 clusters Score -938140.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -938163.812500 Penalty: 4488.244141
	Iteration 24Q: 3 clusters Score -938163.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -938181.750000 Penalty: 4488.244141
	Iteration 25Q: 3 clusters Score -938181.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -938200.937500 Penalty: 4488.244141
	Iteration 26Q: 3 clusters Score -938200.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -938214.437500 Penalty: 4488.244141
	Iteration 27Q: 3 clusters Score -938214.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -938221.000000 Penalty: 4488.244141
	Iteration 28Q: 3 clusters Score -938221 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -938227.500000 Penalty: 4488.244141
	Iteration 29Q: 3 clusters Score -938227.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -938232.125000 Penalty: 4488.244141
	Iteration 30Q: 3 clusters Score -938232.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -938231.437500 Penalty: 4488.244141
	Iteration 31Q: 3 clusters Score -938231.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -938236.375000 Penalty: 4488.244141
	Iteration 32Q: 3 clusters Score -938236.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -938239.250000 Penalty: 4488.244141
	Iteration 33Q: 3 clusters Score -938239.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -938244.750000 Penalty: 4488.244141
	Iteration 34Q: 3 clusters Score -938244.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -938245.562500 Penalty: 4488.244141
	Iteration 35Q: 3 clusters Score -938245.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -938248.500000 Penalty: 4488.244141
	Iteration 36Q: 3 clusters Score -938248.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -938254.750000 Penalty: 4488.244141
	Iteration 37Q: 3 clusters Score -938254.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -938261.437500 Penalty: 4488.244141
	Iteration 38Q: 3 clusters Score -938261.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -938267.437500 Penalty: 4488.244141
	Iteration 39Q: 3 clusters Score -938267.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -938267.500000 Penalty: 4488.244141
	Iteration 40F: 3 clusters Score -938267.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -938269.687500 Penalty: 4488.244141
	Iteration 41Q: 3 clusters Score -938269.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -938269.375000 Penalty: 4488.244141
	Iteration 42Q: 3 clusters Score -938269.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -938270.625000 Penalty: 4488.244141
	Iteration 43Q: 3 clusters Score -938270.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -938270.062500 Penalty: 4488.244141
	Iteration 44Q: 3 clusters Score -938270.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -938272.250000 Penalty: 4488.244141
	Iteration 45Q: 3 clusters Score -938272.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -938271.875000 Penalty: 4488.244141
	Iteration 46Q: 3 clusters Score -938271.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -938274.625000 Penalty: 4488.244141
	Iteration 47Q: 3 clusters Score -938274.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -938276.312500 Penalty: 4488.244141
	Iteration 48Q: 3 clusters Score -938276.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -938274.312500 Penalty: 4488.244141
	Iteration 49Q: 3 clusters Score -938274.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -938274.937500 Penalty: 4488.244141
	Iteration 50Q: 3 clusters Score -938274.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -938274.937500 Penalty: 4488.244141
	Iteration 51F: 3 clusters Score -938274.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3816 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Entering Unmasked Estep 
Score: -412776.968750 Penalty: 2045.245483
	Iteration 0F: 2 clusters Score -412777 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -409050.500000 Penalty: 4090.490967
	Iteration 0F: 3 clusters Score -409050.5 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -410011.093750 Penalty: 4090.490967
	Iteration 1F: 3 clusters Score -410011.1 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -410275.062500 Penalty: 4090.490967
	Iteration 2F: 3 clusters Score -410275.1 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -410485.843750 Penalty: 4090.490967
	Iteration 3F: 3 clusters Score -410485.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -410701.125000 Penalty: 4090.490967
	Iteration 4F: 3 clusters Score -410701.1 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -410894.062500 Penalty: 4090.490967
	Iteration 5F: 3 clusters Score -410894.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -411054.406250 Penalty: 4090.490967
	Iteration 6Q: 3 clusters Score -411054.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -411196.781250 Penalty: 4090.490967
	Iteration 7Q: 3 clusters Score -411196.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -411293.250000 Penalty: 4090.490967
	Iteration 8Q: 3 clusters Score -411293.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -411373.031250 Penalty: 4090.490967
	Iteration 9Q: 3 clusters Score -411373 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -411431.875000 Penalty: 4090.490967
	Iteration 10Q: 3 clusters Score -411431.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -411475.250000 Penalty: 4090.490967
	Iteration 11Q: 3 clusters Score -411475.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -411503.000000 Penalty: 4090.490967
	Iteration 12Q: 3 clusters Score -411503 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -411535.250000 Penalty: 4090.490967
	Iteration 13Q: 3 clusters Score -411535.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -411568.312500 Penalty: 4090.490967
	Iteration 14Q: 3 clusters Score -411568.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -411602.687500 Penalty: 4090.490967
	Iteration 15Q: 3 clusters Score -411602.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -411619.562500 Penalty: 4090.490967
	Iteration 16Q: 3 clusters Score -411619.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -411629.906250 Penalty: 4090.490967
	Iteration 17Q: 3 clusters Score -411629.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -411640.406250 Penalty: 4090.490967
	Iteration 18Q: 3 clusters Score -411640.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -411650.656250 Penalty: 4090.490967
	Iteration 19Q: 3 clusters Score -411650.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -411654.750000 Penalty: 4090.490967
	Iteration 20F: 3 clusters Score -411654.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -411661.250000 Penalty: 4090.490967
	Iteration 21Q: 3 clusters Score -411661.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -411664.750000 Penalty: 4090.490967
	Iteration 22Q: 3 clusters Score -411664.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -411664.843750 Penalty: 4090.490967
	Iteration 23Q: 3 clusters Score -411664.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -411665.187500 Penalty: 4090.490967
	Iteration 24Q: 3 clusters Score -411665.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -411665.187500 Penalty: 4090.490967
	Iteration 25F: 3 clusters Score -411665.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (23259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23259 members 
Entering Unmasked Estep 
Score: -2939637.250000 Penalty: 2493.502930
	Iteration 0F: 2 clusters Score -2939637 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11459 members 
Mstep: Class 2 contains 11800 members 
Entering Unmasked Estep 
Score: -2923528.250000 Penalty: 4987.005859
	Iteration 0F: 3 clusters Score -2923528 nChanged 10218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 12524 members 
Entering Unmasked Estep 
Score: -2929015.500000 Penalty: 4987.005859
	Iteration 1F: 3 clusters Score -2929016 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10250 members 
Mstep: Class 2 contains 13009 members 
Entering Unmasked Estep 
Score: -2929534.000000 Penalty: 4987.005859
	Iteration 2F: 3 clusters Score -2929534 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 13703 members 
Entering Unmasked Estep 
Score: -2930108.000000 Penalty: 4987.005859
	Iteration 3F: 3 clusters Score -2930108 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 14628 members 
Entering Unmasked Estep 
Score: -2930810.000000 Penalty: 4987.005859
	Iteration 4F: 3 clusters Score -2930810 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 15786 members 
Entering Unmasked Estep 
Score: -2931747.750000 Penalty: 4987.005859
	Iteration 5F: 3 clusters Score -2931748 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 17052 members 
Entering Unmasked Estep 
Score: -2932854.250000 Penalty: 4987.005859
	Iteration 6F: 3 clusters Score -2932854 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 18330 members 
Entering Unmasked Estep 
Score: -2934038.750000 Penalty: 4987.005859
	Iteration 7F: 3 clusters Score -2934039 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 19398 members 
Entering Unmasked Estep 
Score: -2935007.750000 Penalty: 4987.005859
	Iteration 8F: 3 clusters Score -2935008 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 20234 members 
Entering Unmasked Estep 
Score: -2935749.500000 Penalty: 4987.005859
	Iteration 9Q: 3 clusters Score -2935750 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 20794 members 
Entering Unmasked Estep 
Score: -2936246.000000 Penalty: 4987.005859
	Iteration 10Q: 3 clusters Score -2936246 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 21179 members 
Entering Unmasked Estep 
Score: -2936657.250000 Penalty: 4987.005859
	Iteration 11Q: 3 clusters Score -2936657 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 21432 members 
Entering Unmasked Estep 
Score: -2936950.500000 Penalty: 4987.005859
	Iteration 12Q: 3 clusters Score -2936950 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 21589 members 
Entering Unmasked Estep 
Score: -2937172.000000 Penalty: 4987.005859
	Iteration 13Q: 3 clusters Score -2937172 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 21675 members 
Entering Unmasked Estep 
Score: -2937336.000000 Penalty: 4987.005859
	Iteration 14Q: 3 clusters Score -2937336 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 21753 members 
Entering Unmasked Estep 
Score: -2937438.500000 Penalty: 4987.005859
	Iteration 15Q: 3 clusters Score -2937438 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 21809 members 
Entering Unmasked Estep 
Score: -2937505.750000 Penalty: 4987.005859
	Iteration 16Q: 3 clusters Score -2937506 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 21871 members 
Entering Unmasked Estep 
Score: -2937563.750000 Penalty: 4987.005859
	Iteration 17Q: 3 clusters Score -2937564 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 21912 members 
Entering Unmasked Estep 
Score: -2937594.000000 Penalty: 4987.005859
	Iteration 18Q: 3 clusters Score -2937594 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 21949 members 
Entering Unmasked Estep 
Score: -2937619.000000 Penalty: 4987.005859
	Iteration 19Q: 3 clusters Score -2937619 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 21979 members 
Entering Unmasked Estep 
Score: -2937637.250000 Penalty: 4987.005859
	Iteration 20F: 3 clusters Score -2937637 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 22004 members 
Entering Unmasked Estep 
Score: -2937648.750000 Penalty: 4987.005859
	Iteration 21Q: 3 clusters Score -2937649 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 22014 members 
Entering Unmasked Estep 
Score: -2937656.500000 Penalty: 4987.005859
	Iteration 22Q: 3 clusters Score -2937656 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 22028 members 
Entering Unmasked Estep 
Score: -2937664.250000 Penalty: 4987.005859
	Iteration 23Q: 3 clusters Score -2937664 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 22038 members 
Entering Unmasked Estep 
Score: -2937669.750000 Penalty: 4987.005859
	Iteration 24Q: 3 clusters Score -2937670 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 22045 members 
Entering Unmasked Estep 
Score: -2937665.500000 Penalty: 4987.005859
	Iteration 25Q: 3 clusters Score -2937666 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 22052 members 
Entering Unmasked Estep 
Score: -2937670.250000 Penalty: 4987.005859
	Iteration 26Q: 3 clusters Score -2937670 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 22063 members 
Entering Unmasked Estep 
Score: -2937675.500000 Penalty: 4987.005859
	Iteration 27Q: 3 clusters Score -2937676 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 22066 members 
Entering Unmasked Estep 
Score: -2937675.500000 Penalty: 4987.005859
	Iteration 28Q: 3 clusters Score -2937676 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 22067 members 
Entering Unmasked Estep 
Score: -2937676.000000 Penalty: 4987.005859
	Iteration 29Q: 3 clusters Score -2937676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 22069 members 
Entering Unmasked Estep 
Score: -2937673.500000 Penalty: 4987.005859
	Iteration 30Q: 3 clusters Score -2937674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 22070 members 
Entering Unmasked Estep 
Score: -2937673.250000 Penalty: 4987.005859
	Iteration 31Q: 3 clusters Score -2937673 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 22070 members 
Entering Unmasked Estep 
Score: -2937673.250000 Penalty: 4987.005859
	Iteration 32F: 3 clusters Score -2937673 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4032 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Entering Unmasked Estep 
Score: -497679.437500 Penalty: 2058.900391
	Iteration 0F: 2 clusters Score -497679.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -493820.562500 Penalty: 4117.800781
	Iteration 0F: 3 clusters Score -493820.6 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -494724.750000 Penalty: 4117.800781
	Iteration 1F: 3 clusters Score -494724.8 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -494967.562500 Penalty: 4117.800781
	Iteration 2F: 3 clusters Score -494967.6 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -495143.531250 Penalty: 4117.800781
	Iteration 3F: 3 clusters Score -495143.5 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -495277.687500 Penalty: 4117.800781
	Iteration 4Q: 3 clusters Score -495277.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -495377.343750 Penalty: 4117.800781
	Iteration 5Q: 3 clusters Score -495377.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -495482.156250 Penalty: 4117.800781
	Iteration 6Q: 3 clusters Score -495482.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -495605.375000 Penalty: 4117.800781
	Iteration 7Q: 3 clusters Score -495605.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -495734.906250 Penalty: 4117.800781
	Iteration 8Q: 3 clusters Score -495734.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -495844.875000 Penalty: 4117.800781
	Iteration 9Q: 3 clusters Score -495844.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -495958.843750 Penalty: 4117.800781
	Iteration 10Q: 3 clusters Score -495958.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -496076.125000 Penalty: 4117.800781
	Iteration 11Q: 3 clusters Score -496076.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -496208.906250 Penalty: 4117.800781
	Iteration 12Q: 3 clusters Score -496208.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -496331.000000 Penalty: 4117.800781
	Iteration 13Q: 3 clusters Score -496331 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -496414.968750 Penalty: 4117.800781
	Iteration 14Q: 3 clusters Score -496415 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -496467.375000 Penalty: 4117.800781
	Iteration 15Q: 3 clusters Score -496467.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -496505.093750 Penalty: 4117.800781
	Iteration 16Q: 3 clusters Score -496505.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -496539.031250 Penalty: 4117.800781
	Iteration 17Q: 3 clusters Score -496539 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -496561.187500 Penalty: 4117.800781
	Iteration 18Q: 3 clusters Score -496561.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -496578.062500 Penalty: 4117.800781
	Iteration 19Q: 3 clusters Score -496578.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -496589.531250 Penalty: 4117.800781
	Iteration 20F: 3 clusters Score -496589.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -496601.437500 Penalty: 4117.800781
	Iteration 21Q: 3 clusters Score -496601.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -496609.437500 Penalty: 4117.800781
	Iteration 22Q: 3 clusters Score -496609.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -496615.250000 Penalty: 4117.800781
	Iteration 23Q: 3 clusters Score -496615.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -496619.906250 Penalty: 4117.800781
	Iteration 24Q: 3 clusters Score -496619.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -496625.718750 Penalty: 4117.800781
	Iteration 25Q: 3 clusters Score -496625.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -496630.031250 Penalty: 4117.800781
	Iteration 26Q: 3 clusters Score -496630 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -496632.750000 Penalty: 4117.800781
	Iteration 27Q: 3 clusters Score -496632.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -496636.656250 Penalty: 4117.800781
	Iteration 28Q: 3 clusters Score -496636.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -496640.375000 Penalty: 4117.800781
	Iteration 29Q: 3 clusters Score -496640.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -496644.093750 Penalty: 4117.800781
	Iteration 30Q: 3 clusters Score -496644.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -496649.843750 Penalty: 4117.800781
	Iteration 31Q: 3 clusters Score -496649.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -496654.187500 Penalty: 4117.800781
	Iteration 32Q: 3 clusters Score -496654.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -496657.375000 Penalty: 4117.800781
	Iteration 33Q: 3 clusters Score -496657.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -496661.468750 Penalty: 4117.800781
	Iteration 34Q: 3 clusters Score -496661.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -496665.531250 Penalty: 4117.800781
	Iteration 35Q: 3 clusters Score -496665.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -496669.656250 Penalty: 4117.800781
	Iteration 36Q: 3 clusters Score -496669.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -496677.968750 Penalty: 4117.800781
	Iteration 37Q: 3 clusters Score -496678 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -496685.656250 Penalty: 4117.800781
	Iteration 38Q: 3 clusters Score -496685.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -496689.437500 Penalty: 4117.800781
	Iteration 39Q: 3 clusters Score -496689.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -496691.906250 Penalty: 4117.800781
	Iteration 40F: 3 clusters Score -496691.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -496693.906250 Penalty: 4117.800781
	Iteration 41Q: 3 clusters Score -496693.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -496698.687500 Penalty: 4117.800781
	Iteration 42Q: 3 clusters Score -496698.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -496705.500000 Penalty: 4117.800781
	Iteration 43Q: 3 clusters Score -496705.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -496709.093750 Penalty: 4117.800781
	Iteration 44Q: 3 clusters Score -496709.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -496710.343750 Penalty: 4117.800781
	Iteration 45Q: 3 clusters Score -496710.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -496712.062500 Penalty: 4117.800781
	Iteration 46Q: 3 clusters Score -496712.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -496714.093750 Penalty: 4117.800781
	Iteration 47Q: 3 clusters Score -496714.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -496713.875000 Penalty: 4117.800781
	Iteration 48Q: 3 clusters Score -496713.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -496715.718750 Penalty: 4117.800781
	Iteration 49Q: 3 clusters Score -496715.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -496715.468750 Penalty: 4117.800781
	Iteration 50Q: 3 clusters Score -496715.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -496715.500000 Penalty: 4117.800781
	Iteration 51Q: 3 clusters Score -496715.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -496716.031250 Penalty: 4117.800781
	Iteration 52Q: 3 clusters Score -496716 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -496716.156250 Penalty: 4117.800781
	Iteration 53Q: 3 clusters Score -496716.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -496717.562500 Penalty: 4117.800781
	Iteration 54Q: 3 clusters Score -496717.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -496717.875000 Penalty: 4117.800781
	Iteration 55Q: 3 clusters Score -496717.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -496719.031250 Penalty: 4117.800781
	Iteration 56Q: 3 clusters Score -496719 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -496720.125000 Penalty: 4117.800781
	Iteration 57Q: 3 clusters Score -496720.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -496720.281250 Penalty: 4117.800781
	Iteration 58Q: 3 clusters Score -496720.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -496721.968750 Penalty: 4117.800781
	Iteration 59Q: 3 clusters Score -496722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -496723.593750 Penalty: 4117.800781
	Iteration 60F: 3 clusters Score -496723.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -496724.343750 Penalty: 4117.800781
	Iteration 61Q: 3 clusters Score -496724.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -496724.875000 Penalty: 4117.800781
	Iteration 62Q: 3 clusters Score -496724.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -496724.875000 Penalty: 4117.800781
	Iteration 63F: 3 clusters Score -496724.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (6796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Entering Unmasked Estep 
Score: -848401.187500 Penalty: 2188.374023
	Iteration 0F: 2 clusters Score -848401.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -842729.875000 Penalty: 4376.748047
	Iteration 0F: 3 clusters Score -842729.9 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -844173.062500 Penalty: 4376.748047
	Iteration 1F: 3 clusters Score -844173.1 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -844422.687500 Penalty: 4376.748047
	Iteration 2F: 3 clusters Score -844422.7 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -844590.312500 Penalty: 4376.748047
	Iteration 3Q: 3 clusters Score -844590.3 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -844737.562500 Penalty: 4376.748047
	Iteration 4Q: 3 clusters Score -844737.6 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -844878.625000 Penalty: 4376.748047
	Iteration 5Q: 3 clusters Score -844878.6 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -845050.187500 Penalty: 4376.748047
	Iteration 6Q: 3 clusters Score -845050.2 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -845248.750000 Penalty: 4376.748047
	Iteration 7Q: 3 clusters Score -845248.8 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -845488.750000 Penalty: 4376.748047
	Iteration 8Q: 3 clusters Score -845488.8 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -845745.562500 Penalty: 4376.748047
	Iteration 9Q: 3 clusters Score -845745.6 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -846001.187500 Penalty: 4376.748047
	Iteration 10Q: 3 clusters Score -846001.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -846246.250000 Penalty: 4376.748047
	Iteration 11Q: 3 clusters Score -846246.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -846492.187500 Penalty: 4376.748047
	Iteration 12Q: 3 clusters Score -846492.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -846768.312500 Penalty: 4376.748047
	Iteration 13Q: 3 clusters Score -846768.3 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -847082.062500 Penalty: 4376.748047
	Iteration 14Q: 3 clusters Score -847082.1 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -847508.812500 Penalty: 4376.748047
	Iteration 15Q: 3 clusters Score -847508.8 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -847879.875000 Penalty: 4376.748047
	Iteration 16Q: 3 clusters Score -847879.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -848071.812500 Penalty: 4376.748047
	Iteration 17Q: 3 clusters Score -848071.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -848146.500000 Penalty: 4376.748047
	Iteration 18Q: 3 clusters Score -848146.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -848184.000000 Penalty: 4376.748047
	Iteration 19Q: 3 clusters Score -848184 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -848202.187500 Penalty: 4376.748047
	Iteration 20F: 3 clusters Score -848202.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -848213.750000 Penalty: 4376.748047
	Iteration 21Q: 3 clusters Score -848213.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -848221.750000 Penalty: 4376.748047
	Iteration 22Q: 3 clusters Score -848221.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -848227.125000 Penalty: 4376.748047
	Iteration 23Q: 3 clusters Score -848227.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -848231.500000 Penalty: 4376.748047
	Iteration 24Q: 3 clusters Score -848231.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -848232.312500 Penalty: 4376.748047
	Iteration 25Q: 3 clusters Score -848232.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -848234.375000 Penalty: 4376.748047
	Iteration 26Q: 3 clusters Score -848234.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -848233.625000 Penalty: 4376.748047
	Iteration 27Q: 3 clusters Score -848233.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -848233.625000 Penalty: 4376.748047
	Iteration 28F: 3 clusters Score -848233.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (178754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178754 members 
Entering Unmasked Estep 
Score: -22957934.000000 Penalty: 2999.253906
	Iteration 0F: 2 clusters Score -2.295793e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89427 members 
Mstep: Class 2 contains 89327 members 
Entering Unmasked Estep 
Score: -22838274.000000 Penalty: 5998.507812
	Iteration 0F: 3 clusters Score -2.283827e+07 nChanged 86106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89229 members 
Mstep: Class 2 contains 89525 members 
Entering Unmasked Estep 
Score: -22888310.000000 Penalty: 5998.507812
	Iteration 1F: 3 clusters Score -2.288831e+07 nChanged 4631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88874 members 
Mstep: Class 2 contains 89880 members 
Entering Unmasked Estep 
Score: -22889162.000000 Penalty: 5998.507812
	Iteration 2Q: 3 clusters Score -2.288916e+07 nChanged 5005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88383 members 
Mstep: Class 2 contains 90371 members 
Entering Unmasked Estep 
Score: -22890172.000000 Penalty: 5998.507812
	Iteration 3Q: 3 clusters Score -2.289017e+07 nChanged 5416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87631 members 
Mstep: Class 2 contains 91123 members 
Entering Unmasked Estep 
Score: -22891686.000000 Penalty: 5998.507812
	Iteration 4Q: 3 clusters Score -2.289169e+07 nChanged 6328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86357 members 
Mstep: Class 2 contains 92397 members 
Entering Unmasked Estep 
Score: -22893668.000000 Penalty: 5998.507812
	Iteration 5Q: 3 clusters Score -2.289367e+07 nChanged 7551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84470 members 
Mstep: Class 2 contains 94284 members 
Entering Unmasked Estep 
Score: -22896680.000000 Penalty: 5998.507812
	Iteration 6Q: 3 clusters Score -2.289668e+07 nChanged 8793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81771 members 
Mstep: Class 2 contains 96983 members 
Entering Unmasked Estep 
Score: -22900652.000000 Penalty: 5998.507812
	Iteration 7Q: 3 clusters Score -2.290065e+07 nChanged 9779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78406 members 
Mstep: Class 2 contains 100348 members 
Entering Unmasked Estep 
Score: -22905502.000000 Penalty: 5998.507812
	Iteration 8F: 3 clusters Score -2.29055e+07 nChanged 10226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74610 members 
Mstep: Class 2 contains 104144 members 
Entering Unmasked Estep 
Score: -22910870.000000 Penalty: 5998.507812
	Iteration 9F: 3 clusters Score -2.291087e+07 nChanged 9684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70766 members 
Mstep: Class 2 contains 107988 members 
Entering Unmasked Estep 
Score: -22915988.000000 Penalty: 5998.507812
	Iteration 10F: 3 clusters Score -2.291599e+07 nChanged 8799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67313 members 
Mstep: Class 2 contains 111441 members 
Entering Unmasked Estep 
Score: -22920618.000000 Penalty: 5998.507812
	Iteration 11Q: 3 clusters Score -2.292062e+07 nChanged 7722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64429 members 
Mstep: Class 2 contains 114325 members 
Entering Unmasked Estep 
Score: -22925182.000000 Penalty: 5998.507812
	Iteration 12Q: 3 clusters Score -2.292518e+07 nChanged 6955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62094 members 
Mstep: Class 2 contains 116660 members 
Entering Unmasked Estep 
Score: -22929154.000000 Penalty: 5998.507812
	Iteration 13Q: 3 clusters Score -2.292915e+07 nChanged 5968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60078 members 
Mstep: Class 2 contains 118676 members 
Entering Unmasked Estep 
Score: -22932006.000000 Penalty: 5998.507812
	Iteration 14Q: 3 clusters Score -2.293201e+07 nChanged 4655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58095 members 
Mstep: Class 2 contains 120659 members 
Entering Unmasked Estep 
Score: -22933882.000000 Penalty: 5998.507812
	Iteration 15Q: 3 clusters Score -2.293388e+07 nChanged 3467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56056 members 
Mstep: Class 2 contains 122698 members 
Entering Unmasked Estep 
Score: -22935316.000000 Penalty: 5998.507812
	Iteration 16Q: 3 clusters Score -2.293532e+07 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53936 members 
Mstep: Class 2 contains 124818 members 
Entering Unmasked Estep 
Score: -22936046.000000 Penalty: 5998.507812
	Iteration 17Q: 3 clusters Score -2.293605e+07 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51658 members 
Mstep: Class 2 contains 127096 members 
Entering Unmasked Estep 
Score: -22936844.000000 Penalty: 5998.507812
	Iteration 18Q: 3 clusters Score -2.293684e+07 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49347 members 
Mstep: Class 2 contains 129407 members 
Entering Unmasked Estep 
Score: -22937486.000000 Penalty: 5998.507812
	Iteration 19Q: 3 clusters Score -2.293749e+07 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47018 members 
Mstep: Class 2 contains 131736 members 
Entering Unmasked Estep 
Score: -22938082.000000 Penalty: 5998.507812
	Iteration 20F: 3 clusters Score -2.293808e+07 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44656 members 
Mstep: Class 2 contains 134098 members 
Entering Unmasked Estep 
Score: -22938710.000000 Penalty: 5998.507812
	Iteration 21Q: 3 clusters Score -2.293871e+07 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42286 members 
Mstep: Class 2 contains 136468 members 
Entering Unmasked Estep 
Score: -22939384.000000 Penalty: 5998.507812
	Iteration 22Q: 3 clusters Score -2.293938e+07 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39933 members 
Mstep: Class 2 contains 138821 members 
Entering Unmasked Estep 
Score: -22939988.000000 Penalty: 5998.507812
	Iteration 23Q: 3 clusters Score -2.293999e+07 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37671 members 
Mstep: Class 2 contains 141083 members 
Entering Unmasked Estep 
Score: -22940548.000000 Penalty: 5998.507812
	Iteration 24Q: 3 clusters Score -2.294055e+07 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35394 members 
Mstep: Class 2 contains 143360 members 
Entering Unmasked Estep 
Score: -22941304.000000 Penalty: 5998.507812
	Iteration 25Q: 3 clusters Score -2.29413e+07 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33099 members 
Mstep: Class 2 contains 145655 members 
Entering Unmasked Estep 
Score: -22942242.000000 Penalty: 5998.507812
	Iteration 26Q: 3 clusters Score -2.294224e+07 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30867 members 
Mstep: Class 2 contains 147887 members 
Entering Unmasked Estep 
Score: -22942956.000000 Penalty: 5998.507812
	Iteration 27Q: 3 clusters Score -2.294296e+07 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28631 members 
Mstep: Class 2 contains 150123 members 
Entering Unmasked Estep 
Score: -22943834.000000 Penalty: 5998.507812
	Iteration 28Q: 3 clusters Score -2.294383e+07 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26361 members 
Mstep: Class 2 contains 152393 members 
Entering Unmasked Estep 
Score: -22944710.000000 Penalty: 5998.507812
	Iteration 29Q: 3 clusters Score -2.294471e+07 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24119 members 
Mstep: Class 2 contains 154635 members 
Entering Unmasked Estep 
Score: -22945642.000000 Penalty: 5998.507812
	Iteration 30Q: 3 clusters Score -2.294564e+07 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21914 members 
Mstep: Class 2 contains 156840 members 
Entering Unmasked Estep 
Score: -22946666.000000 Penalty: 5998.507812
	Iteration 31Q: 3 clusters Score -2.294667e+07 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19836 members 
Mstep: Class 2 contains 158918 members 
Entering Unmasked Estep 
Score: -22947806.000000 Penalty: 5998.507812
	Iteration 32Q: 3 clusters Score -2.294781e+07 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17822 members 
Mstep: Class 2 contains 160932 members 
Entering Unmasked Estep 
Score: -22948944.000000 Penalty: 5998.507812
	Iteration 33Q: 3 clusters Score -2.294894e+07 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15915 members 
Mstep: Class 2 contains 162839 members 
Entering Unmasked Estep 
Score: -22949976.000000 Penalty: 5998.507812
	Iteration 34Q: 3 clusters Score -2.294998e+07 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14198 members 
Mstep: Class 2 contains 164556 members 
Entering Unmasked Estep 
Score: -22950732.000000 Penalty: 5998.507812
	Iteration 35Q: 3 clusters Score -2.295073e+07 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12612 members 
Mstep: Class 2 contains 166142 members 
Entering Unmasked Estep 
Score: -22951570.000000 Penalty: 5998.507812
	Iteration 36Q: 3 clusters Score -2.295157e+07 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11176 members 
Mstep: Class 2 contains 167578 members 
Entering Unmasked Estep 
Score: -22952256.000000 Penalty: 5998.507812
	Iteration 37Q: 3 clusters Score -2.295226e+07 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9873 members 
Mstep: Class 2 contains 168881 members 
Entering Unmasked Estep 
Score: -22952804.000000 Penalty: 5998.507812
	Iteration 38Q: 3 clusters Score -2.29528e+07 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 170075 members 
Entering Unmasked Estep 
Score: -22953408.000000 Penalty: 5998.507812
	Iteration 39Q: 3 clusters Score -2.295341e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 171189 members 
Entering Unmasked Estep 
Score: -22954030.000000 Penalty: 5998.507812
	Iteration 40F: 3 clusters Score -2.295403e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 172131 members 
Entering Unmasked Estep 
Score: -22954418.000000 Penalty: 5998.507812
	Iteration 41Q: 3 clusters Score -2.295442e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 172955 members 
Entering Unmasked Estep 
Score: -22954854.000000 Penalty: 5998.507812
	Iteration 42Q: 3 clusters Score -2.295485e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 173648 members 
Entering Unmasked Estep 
Score: -22955182.000000 Penalty: 5998.507812
	Iteration 43Q: 3 clusters Score -2.295518e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 174206 members 
Entering Unmasked Estep 
Score: -22955332.000000 Penalty: 5998.507812
	Iteration 44Q: 3 clusters Score -2.295533e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 174667 members 
Entering Unmasked Estep 
Score: -22955428.000000 Penalty: 5998.507812
	Iteration 45Q: 3 clusters Score -2.295543e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 175039 members 
Entering Unmasked Estep 
Score: -22955560.000000 Penalty: 5998.507812
	Iteration 46Q: 3 clusters Score -2.295556e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 175357 members 
Entering Unmasked Estep 
Score: -22955660.000000 Penalty: 5998.507812
	Iteration 47Q: 3 clusters Score -2.295566e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 175625 members 
Entering Unmasked Estep 
Score: -22955736.000000 Penalty: 5998.507812
	Iteration 48Q: 3 clusters Score -2.295574e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 175848 members 
Entering Unmasked Estep 
Score: -22955804.000000 Penalty: 5998.507812
	Iteration 49Q: 3 clusters Score -2.29558e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 176033 members 
Entering Unmasked Estep 
Score: -22955850.000000 Penalty: 5998.507812
	Iteration 50Q: 3 clusters Score -2.295585e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 176199 members 
Entering Unmasked Estep 
Score: -22955848.000000 Penalty: 5998.507812
	Iteration 51Q: 3 clusters Score -2.295585e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 176328 members 
Entering Unmasked Estep 
Score: -22955900.000000 Penalty: 5998.507812
	Iteration 52Q: 3 clusters Score -2.29559e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 176432 members 
Entering Unmasked Estep 
Score: -22955898.000000 Penalty: 5998.507812
	Iteration 53Q: 3 clusters Score -2.29559e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 176521 members 
Entering Unmasked Estep 
Score: -22955902.000000 Penalty: 5998.507812
	Iteration 54Q: 3 clusters Score -2.29559e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 176589 members 
Entering Unmasked Estep 
Score: -22955904.000000 Penalty: 5998.507812
	Iteration 55Q: 3 clusters Score -2.29559e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 176660 members 
Entering Unmasked Estep 
Score: -22955890.000000 Penalty: 5998.507812
	Iteration 56Q: 3 clusters Score -2.295589e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 176727 members 
Entering Unmasked Estep 
Score: -22955952.000000 Penalty: 5998.507812
	Iteration 57Q: 3 clusters Score -2.295595e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 176786 members 
Entering Unmasked Estep 
Score: -22955960.000000 Penalty: 5998.507812
	Iteration 58Q: 3 clusters Score -2.295596e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 176832 members 
Entering Unmasked Estep 
Score: -22955952.000000 Penalty: 5998.507812
	Iteration 59Q: 3 clusters Score -2.295595e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 176874 members 
Entering Unmasked Estep 
Score: -22955952.000000 Penalty: 5998.507812
	Iteration 60F: 3 clusters Score -2.295595e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 176916 members 
Entering Unmasked Estep 
Score: -22955944.000000 Penalty: 5998.507812
	Iteration 61Q: 3 clusters Score -2.295594e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 176956 members 
Entering Unmasked Estep 
Score: -22955990.000000 Penalty: 5998.507812
	Iteration 62Q: 3 clusters Score -2.295599e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 176993 members 
Entering Unmasked Estep 
Score: -22956002.000000 Penalty: 5998.507812
	Iteration 63Q: 3 clusters Score -2.2956e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 177031 members 
Entering Unmasked Estep 
Score: -22955998.000000 Penalty: 5998.507812
	Iteration 64Q: 3 clusters Score -2.2956e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 177059 members 
Entering Unmasked Estep 
Score: -22956020.000000 Penalty: 5998.507812
	Iteration 65Q: 3 clusters Score -2.295602e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 177080 members 
Entering Unmasked Estep 
Score: -22956012.000000 Penalty: 5998.507812
	Iteration 66Q: 3 clusters Score -2.295601e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 177101 members 
Entering Unmasked Estep 
Score: -22955994.000000 Penalty: 5998.507812
	Iteration 67Q: 3 clusters Score -2.295599e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 177121 members 
Entering Unmasked Estep 
Score: -22956018.000000 Penalty: 5998.507812
	Iteration 68Q: 3 clusters Score -2.295602e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 177134 members 
Entering Unmasked Estep 
Score: -22956026.000000 Penalty: 5998.507812
	Iteration 69Q: 3 clusters Score -2.295603e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 177148 members 
Entering Unmasked Estep 
Score: -22956022.000000 Penalty: 5998.507812
	Iteration 70Q: 3 clusters Score -2.295602e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 177164 members 
Entering Unmasked Estep 
Score: -22956024.000000 Penalty: 5998.507812
	Iteration 71Q: 3 clusters Score -2.295602e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 177180 members 
Entering Unmasked Estep 
Score: -22956026.000000 Penalty: 5998.507812
	Iteration 72Q: 3 clusters Score -2.295603e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 177188 members 
Entering Unmasked Estep 
Score: -22956012.000000 Penalty: 5998.507812
	Iteration 73Q: 3 clusters Score -2.295601e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 177194 members 
Entering Unmasked Estep 
Score: -22956024.000000 Penalty: 5998.507812
	Iteration 74Q: 3 clusters Score -2.295602e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 177199 members 
Entering Unmasked Estep 
Score: -22956008.000000 Penalty: 5998.507812
	Iteration 75Q: 3 clusters Score -2.295601e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 177205 members 
Entering Unmasked Estep 
Score: -22956012.000000 Penalty: 5998.507812
	Iteration 76Q: 3 clusters Score -2.295601e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 177214 members 
Entering Unmasked Estep 
Score: -22956032.000000 Penalty: 5998.507812
	Iteration 77Q: 3 clusters Score -2.295603e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 177217 members 
Entering Unmasked Estep 
Score: -22956028.000000 Penalty: 5998.507812
	Iteration 78Q: 3 clusters Score -2.295603e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 177218 members 
Entering Unmasked Estep 
Score: -22956034.000000 Penalty: 5998.507812
	Iteration 79Q: 3 clusters Score -2.295603e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 177219 members 
Entering Unmasked Estep 
Score: -22956028.000000 Penalty: 5998.507812
	Iteration 80F: 3 clusters Score -2.295603e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 177220 members 
Entering Unmasked Estep 
Score: -22956032.000000 Penalty: 5998.507812
	Iteration 81Q: 3 clusters Score -2.295603e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 177220 members 
Entering Unmasked Estep 
Score: -22956032.000000 Penalty: 5998.507812
	Iteration 82F: 3 clusters Score -2.295603e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (216528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216528 members 
Entering Unmasked Estep 
Score: -27964210.000000 Penalty: 3046.797852
	Iteration 0F: 2 clusters Score -2.796421e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108201 members 
Mstep: Class 2 contains 108327 members 
Entering Unmasked Estep 
Score: -27832088.000000 Penalty: 6093.595703
	Iteration 0F: 3 clusters Score -2.783209e+07 nChanged 104554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107797 members 
Mstep: Class 2 contains 108731 members 
Entering Unmasked Estep 
Score: -27895064.000000 Penalty: 6093.595703
	Iteration 1F: 3 clusters Score -2.789506e+07 nChanged 7393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108928 members 
Mstep: Class 2 contains 107600 members 
Entering Unmasked Estep 
Score: -27897102.000000 Penalty: 6093.595703
	Iteration 2Q: 3 clusters Score -2.78971e+07 nChanged 8465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110967 members 
Mstep: Class 2 contains 105561 members 
Entering Unmasked Estep 
Score: -27899806.000000 Penalty: 6093.595703
	Iteration 3Q: 3 clusters Score -2.789981e+07 nChanged 9769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114290 members 
Mstep: Class 2 contains 102238 members 
Entering Unmasked Estep 
Score: -27903362.000000 Penalty: 6093.595703
	Iteration 4Q: 3 clusters Score -2.790336e+07 nChanged 10926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118850 members 
Mstep: Class 2 contains 97678 members 
Entering Unmasked Estep 
Score: -27907782.000000 Penalty: 6093.595703
	Iteration 5F: 3 clusters Score -2.790778e+07 nChanged 11829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124497 members 
Mstep: Class 2 contains 92031 members 
Entering Unmasked Estep 
Score: -27912430.000000 Penalty: 6093.595703
	Iteration 6F: 3 clusters Score -2.791243e+07 nChanged 11754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130975 members 
Mstep: Class 2 contains 85553 members 
Entering Unmasked Estep 
Score: -27917270.000000 Penalty: 6093.595703
	Iteration 7F: 3 clusters Score -2.791727e+07 nChanged 10983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137988 members 
Mstep: Class 2 contains 78540 members 
Entering Unmasked Estep 
Score: -27921076.000000 Penalty: 6093.595703
	Iteration 8F: 3 clusters Score -2.792108e+07 nChanged 9870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145340 members 
Mstep: Class 2 contains 71188 members 
Entering Unmasked Estep 
Score: -27924706.000000 Penalty: 6093.595703
	Iteration 9Q: 3 clusters Score -2.792471e+07 nChanged 9077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153193 members 
Mstep: Class 2 contains 63335 members 
Entering Unmasked Estep 
Score: -27928432.000000 Penalty: 6093.595703
	Iteration 10Q: 3 clusters Score -2.792843e+07 nChanged 8701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161456 members 
Mstep: Class 2 contains 55072 members 
Entering Unmasked Estep 
Score: -27932794.000000 Penalty: 6093.595703
	Iteration 11Q: 3 clusters Score -2.793279e+07 nChanged 9103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170455 members 
Mstep: Class 2 contains 46073 members 
Entering Unmasked Estep 
Score: -27938292.000000 Penalty: 6093.595703
	Iteration 12Q: 3 clusters Score -2.793829e+07 nChanged 9489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179928 members 
Mstep: Class 2 contains 36600 members 
Entering Unmasked Estep 
Score: -27945312.000000 Penalty: 6093.595703
	Iteration 13Q: 3 clusters Score -2.794531e+07 nChanged 10552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190480 members 
Mstep: Class 2 contains 26048 members 
Entering Unmasked Estep 
Score: -27951856.000000 Penalty: 6093.595703
	Iteration 14Q: 3 clusters Score -2.795186e+07 nChanged 9984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200464 members 
Mstep: Class 2 contains 16064 members 
Entering Unmasked Estep 
Score: -27956756.000000 Penalty: 6093.595703
	Iteration 15Q: 3 clusters Score -2.795676e+07 nChanged 7366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207830 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -27959068.000000 Penalty: 6093.595703
	Iteration 16Q: 3 clusters Score -2.795907e+07 nChanged 4240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212070 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -27960196.000000 Penalty: 6093.595703
	Iteration 17Q: 3 clusters Score -2.79602e+07 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214103 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -27960564.000000 Penalty: 6093.595703
	Iteration 18Q: 3 clusters Score -2.796056e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215025 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -27960918.000000 Penalty: 6093.595703
	Iteration 19Q: 3 clusters Score -2.796092e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215463 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -27961276.000000 Penalty: 6093.595703
	Iteration 20F: 3 clusters Score -2.796128e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215867 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -27961532.000000 Penalty: 6093.595703
	Iteration 21Q: 3 clusters Score -2.796153e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216016 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -27961622.000000 Penalty: 6093.595703
	Iteration 22Q: 3 clusters Score -2.796162e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216078 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -27961620.000000 Penalty: 6093.595703
	Iteration 23Q: 3 clusters Score -2.796162e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216108 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -27961642.000000 Penalty: 6093.595703
	Iteration 24Q: 3 clusters Score -2.796164e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216131 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -27961702.000000 Penalty: 6093.595703
	Iteration 25Q: 3 clusters Score -2.79617e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216143 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -27961690.000000 Penalty: 6093.595703
	Iteration 26Q: 3 clusters Score -2.796169e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216144 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -27961666.000000 Penalty: 6093.595703
	Iteration 27Q: 3 clusters Score -2.796167e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216144 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -27961676.000000 Penalty: 6093.595703
	Iteration 28Q: 3 clusters Score -2.796168e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216147 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -27961702.000000 Penalty: 6093.595703
	Iteration 29Q: 3 clusters Score -2.79617e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216146 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -27961692.000000 Penalty: 6093.595703
	Iteration 30Q: 3 clusters Score -2.796169e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216145 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -27961688.000000 Penalty: 6093.595703
	Iteration 31Q: 3 clusters Score -2.796169e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216147 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -27961696.000000 Penalty: 6093.595703
	Iteration 32Q: 3 clusters Score -2.79617e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216149 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -27961702.000000 Penalty: 6093.595703
	Iteration 33Q: 3 clusters Score -2.79617e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216150 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -27961704.000000 Penalty: 6093.595703
	Iteration 34Q: 3 clusters Score -2.79617e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216154 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -27961688.000000 Penalty: 6093.595703
	Iteration 35Q: 3 clusters Score -2.796169e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216156 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -27961706.000000 Penalty: 6093.595703
	Iteration 36Q: 3 clusters Score -2.796171e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216159 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -27961696.000000 Penalty: 6093.595703
	Iteration 37Q: 3 clusters Score -2.79617e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216160 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -27961712.000000 Penalty: 6093.595703
	Iteration 38Q: 3 clusters Score -2.796171e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216161 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -27961714.000000 Penalty: 6093.595703
	Iteration 39Q: 3 clusters Score -2.796171e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216160 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -27961716.000000 Penalty: 6093.595703
	Iteration 40F: 3 clusters Score -2.796172e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216159 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -27961726.000000 Penalty: 6093.595703
	Iteration 41Q: 3 clusters Score -2.796173e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216157 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -27961736.000000 Penalty: 6093.595703
	Iteration 42Q: 3 clusters Score -2.796174e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216158 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -27961730.000000 Penalty: 6093.595703
	Iteration 43Q: 3 clusters Score -2.796173e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216158 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -27961730.000000 Penalty: 6093.595703
	Iteration 44F: 3 clusters Score -2.796173e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (11687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11687 members 
Entering Unmasked Estep 
Score: -1459970.375000 Penalty: 2322.825439
	Iteration 0F: 2 clusters Score -1459970 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -1451228.000000 Penalty: 4645.650879
	Iteration 0F: 3 clusters Score -1451228 nChanged 4905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -1453735.375000 Penalty: 4645.650879
	Iteration 1F: 3 clusters Score -1453735 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -1454139.375000 Penalty: 4645.650879
	Iteration 2F: 3 clusters Score -1454139 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -1454517.750000 Penalty: 4645.650879
	Iteration 3F: 3 clusters Score -1454518 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -1454933.250000 Penalty: 4645.650879
	Iteration 4F: 3 clusters Score -1454933 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -1455434.125000 Penalty: 4645.650879
	Iteration 5F: 3 clusters Score -1455434 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -1456012.125000 Penalty: 4645.650879
	Iteration 6F: 3 clusters Score -1456012 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9681 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -1456623.250000 Penalty: 4645.650879
	Iteration 7F: 3 clusters Score -1456623 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10195 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -1457117.375000 Penalty: 4645.650879
	Iteration 8Q: 3 clusters Score -1457117 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10551 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -1457441.875000 Penalty: 4645.650879
	Iteration 9Q: 3 clusters Score -1457442 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10774 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1457645.625000 Penalty: 4645.650879
	Iteration 10Q: 3 clusters Score -1457646 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10909 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -1457783.875000 Penalty: 4645.650879
	Iteration 11Q: 3 clusters Score -1457784 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11015 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -1457888.625000 Penalty: 4645.650879
	Iteration 12Q: 3 clusters Score -1457889 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11075 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1457962.875000 Penalty: 4645.650879
	Iteration 13Q: 3 clusters Score -1457963 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11111 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -1458003.375000 Penalty: 4645.650879
	Iteration 14Q: 3 clusters Score -1458003 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11131 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1458027.625000 Penalty: 4645.650879
	Iteration 15Q: 3 clusters Score -1458028 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11144 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1458041.875000 Penalty: 4645.650879
	Iteration 16Q: 3 clusters Score -1458042 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11160 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -1458053.875000 Penalty: 4645.650879
	Iteration 17Q: 3 clusters Score -1458054 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11162 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1458062.625000 Penalty: 4645.650879
	Iteration 18Q: 3 clusters Score -1458063 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11168 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -1458070.250000 Penalty: 4645.650879
	Iteration 19Q: 3 clusters Score -1458070 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11177 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1458075.875000 Penalty: 4645.650879
	Iteration 20F: 3 clusters Score -1458076 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11182 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -1458084.750000 Penalty: 4645.650879
	Iteration 21Q: 3 clusters Score -1458085 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11185 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -1458091.250000 Penalty: 4645.650879
	Iteration 22Q: 3 clusters Score -1458091 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11188 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -1458094.875000 Penalty: 4645.650879
	Iteration 23Q: 3 clusters Score -1458095 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11189 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1458096.625000 Penalty: 4645.650879
	Iteration 24Q: 3 clusters Score -1458097 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11189 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1458096.625000 Penalty: 4645.650879
	Iteration 25F: 3 clusters Score -1458097 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (29538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29538 members 
Entering Unmasked Estep 
Score: -3750144.750000 Penalty: 2552.771484
	Iteration 0F: 2 clusters Score -3750145 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14954 members 
Mstep: Class 2 contains 14584 members 
Entering Unmasked Estep 
Score: -3729896.500000 Penalty: 5105.542969
	Iteration 0F: 3 clusters Score -3729896 nChanged 13360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15934 members 
Mstep: Class 2 contains 13604 members 
Entering Unmasked Estep 
Score: -3737205.250000 Penalty: 5105.542969
	Iteration 1F: 3 clusters Score -3737205 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16553 members 
Mstep: Class 2 contains 12985 members 
Entering Unmasked Estep 
Score: -3737838.750000 Penalty: 5105.542969
	Iteration 2F: 3 clusters Score -3737839 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17423 members 
Mstep: Class 2 contains 12115 members 
Entering Unmasked Estep 
Score: -3738535.250000 Penalty: 5105.542969
	Iteration 3F: 3 clusters Score -3738535 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18505 members 
Mstep: Class 2 contains 11033 members 
Entering Unmasked Estep 
Score: -3739332.250000 Penalty: 5105.542969
	Iteration 4F: 3 clusters Score -3739332 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19823 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -3740290.000000 Penalty: 5105.542969
	Iteration 5F: 3 clusters Score -3740290 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21414 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -3741500.750000 Penalty: 5105.542969
	Iteration 6F: 3 clusters Score -3741501 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23183 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -3742958.500000 Penalty: 5105.542969
	Iteration 7F: 3 clusters Score -3742958 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24951 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -3744584.500000 Penalty: 5105.542969
	Iteration 8F: 3 clusters Score -3744584 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26287 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -3745873.250000 Penalty: 5105.542969
	Iteration 9Q: 3 clusters Score -3745873 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27190 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -3746971.250000 Penalty: 5105.542969
	Iteration 10Q: 3 clusters Score -3746971 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27672 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -3747712.500000 Penalty: 5105.542969
	Iteration 11Q: 3 clusters Score -3747712 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27888 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -3748116.250000 Penalty: 5105.542969
	Iteration 12Q: 3 clusters Score -3748116 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27998 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -3748317.750000 Penalty: 5105.542969
	Iteration 13Q: 3 clusters Score -3748318 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28063 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -3748444.500000 Penalty: 5105.542969
	Iteration 14Q: 3 clusters Score -3748444 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28114 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -3748515.250000 Penalty: 5105.542969
	Iteration 15Q: 3 clusters Score -3748515 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28167 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -3748567.750000 Penalty: 5105.542969
	Iteration 16Q: 3 clusters Score -3748568 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28199 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -3748619.500000 Penalty: 5105.542969
	Iteration 17Q: 3 clusters Score -3748620 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28219 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -3748672.250000 Penalty: 5105.542969
	Iteration 18Q: 3 clusters Score -3748672 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28224 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -3748721.750000 Penalty: 5105.542969
	Iteration 19Q: 3 clusters Score -3748722 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28256 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -3748803.500000 Penalty: 5105.542969
	Iteration 20F: 3 clusters Score -3748804 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28292 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -3748879.250000 Penalty: 5105.542969
	Iteration 21Q: 3 clusters Score -3748879 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28304 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -3748929.750000 Penalty: 5105.542969
	Iteration 22Q: 3 clusters Score -3748930 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28310 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -3748961.000000 Penalty: 5105.542969
	Iteration 23Q: 3 clusters Score -3748961 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28309 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -3748970.000000 Penalty: 5105.542969
	Iteration 24Q: 3 clusters Score -3748970 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28319 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -3748984.250000 Penalty: 5105.542969
	Iteration 25Q: 3 clusters Score -3748984 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28322 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -3748990.500000 Penalty: 5105.542969
	Iteration 26Q: 3 clusters Score -3748990 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28321 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -3748999.000000 Penalty: 5105.542969
	Iteration 27Q: 3 clusters Score -3748999 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28320 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -3748993.750000 Penalty: 5105.542969
	Iteration 28Q: 3 clusters Score -3748994 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28322 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -3748995.750000 Penalty: 5105.542969
	Iteration 29Q: 3 clusters Score -3748996 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28320 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -3748999.000000 Penalty: 5105.542969
	Iteration 30Q: 3 clusters Score -3748999 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28318 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -3749000.750000 Penalty: 5105.542969
	Iteration 31Q: 3 clusters Score -3749001 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28317 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -3749001.750000 Penalty: 5105.542969
	Iteration 32Q: 3 clusters Score -3749002 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28319 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -3749001.500000 Penalty: 5105.542969
	Iteration 33Q: 3 clusters Score -3749002 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28318 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -3749004.000000 Penalty: 5105.542969
	Iteration 34Q: 3 clusters Score -3749004 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28314 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -3749007.250000 Penalty: 5105.542969
	Iteration 35Q: 3 clusters Score -3749007 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28311 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -3749003.250000 Penalty: 5105.542969
	Iteration 36Q: 3 clusters Score -3749003 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28310 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -3749002.500000 Penalty: 5105.542969
	Iteration 37Q: 3 clusters Score -3749002 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28308 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -3749002.500000 Penalty: 5105.542969
	Iteration 38Q: 3 clusters Score -3749002 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28307 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -3749001.750000 Penalty: 5105.542969
	Iteration 39Q: 3 clusters Score -3749002 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28307 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -3749001.750000 Penalty: 5105.542969
	Iteration 40F: 3 clusters Score -3749002 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Entering Unmasked Estep 
Score: -29755.687500 Penalty: 1442.643555
	Iteration 0F: 2 clusters Score -29755.69 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 185 members 
Entering Unmasked Estep 
Score: -28600.414062 Penalty: 2885.287109
	Iteration 0F: 3 clusters Score -28600.41 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -28786.480469 Penalty: 2885.287109
	Iteration 1F: 3 clusters Score -28786.48 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -28849.597656 Penalty: 2885.287109
	Iteration 2F: 3 clusters Score -28849.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -28899.607422 Penalty: 2885.287109
	Iteration 3Q: 3 clusters Score -28899.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -28907.035156 Penalty: 2885.287109
	Iteration 4Q: 3 clusters Score -28907.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -28916.398438 Penalty: 2885.287109
	Iteration 5Q: 3 clusters Score -28916.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -28928.080078 Penalty: 2885.287109
	Iteration 6Q: 3 clusters Score -28928.08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -28946.613281 Penalty: 2885.287109
	Iteration 7Q: 3 clusters Score -28946.61 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -28972.685547 Penalty: 2885.287109
	Iteration 8Q: 3 clusters Score -28972.69 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -29007.130859 Penalty: 2885.287109
	Iteration 9Q: 3 clusters Score -29007.13 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -29018.263672 Penalty: 2885.287109
	Iteration 10Q: 3 clusters Score -29018.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -29028.525391 Penalty: 2885.287109
	Iteration 11Q: 3 clusters Score -29028.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -29046.232422 Penalty: 2885.287109
	Iteration 12Q: 3 clusters Score -29046.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -29052.259766 Penalty: 2885.287109
	Iteration 13Q: 3 clusters Score -29052.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -29058.267578 Penalty: 2885.287109
	Iteration 14Q: 3 clusters Score -29058.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -29058.267578 Penalty: 2885.287109
	Iteration 15F: 3 clusters Score -29058.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Entering Unmasked Estep 
Score: -529852.250000 Penalty: 2067.840332
	Iteration 0F: 2 clusters Score -529852.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -525837.875000 Penalty: 4135.680664
	Iteration 0F: 3 clusters Score -525837.9 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -526791.562500 Penalty: 4135.680664
	Iteration 1F: 3 clusters Score -526791.6 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -526989.500000 Penalty: 4135.680664
	Iteration 2F: 3 clusters Score -526989.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -527101.625000 Penalty: 4135.680664
	Iteration 3Q: 3 clusters Score -527101.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -527198.562500 Penalty: 4135.680664
	Iteration 4Q: 3 clusters Score -527198.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -527267.937500 Penalty: 4135.680664
	Iteration 5Q: 3 clusters Score -527267.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -527328.187500 Penalty: 4135.680664
	Iteration 6Q: 3 clusters Score -527328.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -527387.187500 Penalty: 4135.680664
	Iteration 7Q: 3 clusters Score -527387.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -527448.312500 Penalty: 4135.680664
	Iteration 8Q: 3 clusters Score -527448.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -527489.562500 Penalty: 4135.680664
	Iteration 9Q: 3 clusters Score -527489.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -527521.812500 Penalty: 4135.680664
	Iteration 10Q: 3 clusters Score -527521.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -527557.000000 Penalty: 4135.680664
	Iteration 11Q: 3 clusters Score -527557 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -527594.000000 Penalty: 4135.680664
	Iteration 12Q: 3 clusters Score -527594 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -527635.625000 Penalty: 4135.680664
	Iteration 13Q: 3 clusters Score -527635.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -527676.375000 Penalty: 4135.680664
	Iteration 14Q: 3 clusters Score -527676.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -527720.875000 Penalty: 4135.680664
	Iteration 15Q: 3 clusters Score -527720.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -527756.187500 Penalty: 4135.680664
	Iteration 16Q: 3 clusters Score -527756.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -527781.875000 Penalty: 4135.680664
	Iteration 17Q: 3 clusters Score -527781.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -527801.437500 Penalty: 4135.680664
	Iteration 18Q: 3 clusters Score -527801.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -527823.250000 Penalty: 4135.680664
	Iteration 19Q: 3 clusters Score -527823.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -527842.125000 Penalty: 4135.680664
	Iteration 20F: 3 clusters Score -527842.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -527854.625000 Penalty: 4135.680664
	Iteration 21Q: 3 clusters Score -527854.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -527871.312500 Penalty: 4135.680664
	Iteration 22Q: 3 clusters Score -527871.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -527893.750000 Penalty: 4135.680664
	Iteration 23Q: 3 clusters Score -527893.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -527914.437500 Penalty: 4135.680664
	Iteration 24Q: 3 clusters Score -527914.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -527934.062500 Penalty: 4135.680664
	Iteration 25Q: 3 clusters Score -527934.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -527956.812500 Penalty: 4135.680664
	Iteration 26Q: 3 clusters Score -527956.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -527974.375000 Penalty: 4135.680664
	Iteration 27Q: 3 clusters Score -527974.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -527989.562500 Penalty: 4135.680664
	Iteration 28Q: 3 clusters Score -527989.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -528003.937500 Penalty: 4135.680664
	Iteration 29Q: 3 clusters Score -528003.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -528017.062500 Penalty: 4135.680664
	Iteration 30Q: 3 clusters Score -528017.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -528029.812500 Penalty: 4135.680664
	Iteration 31Q: 3 clusters Score -528029.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -528041.062500 Penalty: 4135.680664
	Iteration 32Q: 3 clusters Score -528041.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -528050.187500 Penalty: 4135.680664
	Iteration 33Q: 3 clusters Score -528050.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -528056.812500 Penalty: 4135.680664
	Iteration 34Q: 3 clusters Score -528056.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -528064.625000 Penalty: 4135.680664
	Iteration 35Q: 3 clusters Score -528064.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -528077.375000 Penalty: 4135.680664
	Iteration 36Q: 3 clusters Score -528077.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -528082.250000 Penalty: 4135.680664
	Iteration 37Q: 3 clusters Score -528082.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -528088.875000 Penalty: 4135.680664
	Iteration 38Q: 3 clusters Score -528088.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -528093.250000 Penalty: 4135.680664
	Iteration 39Q: 3 clusters Score -528093.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -528097.625000 Penalty: 4135.680664
	Iteration 40F: 3 clusters Score -528097.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -528108.500000 Penalty: 4135.680664
	Iteration 41Q: 3 clusters Score -528108.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -528122.375000 Penalty: 4135.680664
	Iteration 42Q: 3 clusters Score -528122.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -528131.750000 Penalty: 4135.680664
	Iteration 43Q: 3 clusters Score -528131.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -528140.125000 Penalty: 4135.680664
	Iteration 44Q: 3 clusters Score -528140.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -528148.687500 Penalty: 4135.680664
	Iteration 45Q: 3 clusters Score -528148.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -528157.062500 Penalty: 4135.680664
	Iteration 46Q: 3 clusters Score -528157.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -528169.062500 Penalty: 4135.680664
	Iteration 47Q: 3 clusters Score -528169.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -528173.937500 Penalty: 4135.680664
	Iteration 48Q: 3 clusters Score -528173.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -528182.375000 Penalty: 4135.680664
	Iteration 49Q: 3 clusters Score -528182.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -528189.312500 Penalty: 4135.680664
	Iteration 50Q: 3 clusters Score -528189.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -528196.625000 Penalty: 4135.680664
	Iteration 51Q: 3 clusters Score -528196.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -528205.562500 Penalty: 4135.680664
	Iteration 52Q: 3 clusters Score -528205.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -528217.250000 Penalty: 4135.680664
	Iteration 53Q: 3 clusters Score -528217.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -528225.375000 Penalty: 4135.680664
	Iteration 54Q: 3 clusters Score -528225.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -528233.062500 Penalty: 4135.680664
	Iteration 55Q: 3 clusters Score -528233.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -528246.062500 Penalty: 4135.680664
	Iteration 56Q: 3 clusters Score -528246.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -528255.750000 Penalty: 4135.680664
	Iteration 57Q: 3 clusters Score -528255.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -528269.000000 Penalty: 4135.680664
	Iteration 58Q: 3 clusters Score -528269 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -528288.562500 Penalty: 4135.680664
	Iteration 59Q: 3 clusters Score -528288.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -528298.187500 Penalty: 4135.680664
	Iteration 60F: 3 clusters Score -528298.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -528314.937500 Penalty: 4135.680664
	Iteration 61Q: 3 clusters Score -528314.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -528324.937500 Penalty: 4135.680664
	Iteration 62Q: 3 clusters Score -528324.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -528340.437500 Penalty: 4135.680664
	Iteration 63Q: 3 clusters Score -528340.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -528348.250000 Penalty: 4135.680664
	Iteration 64Q: 3 clusters Score -528348.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -528355.250000 Penalty: 4135.680664
	Iteration 65Q: 3 clusters Score -528355.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -528363.687500 Penalty: 4135.680664
	Iteration 66Q: 3 clusters Score -528363.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -528370.000000 Penalty: 4135.680664
	Iteration 67Q: 3 clusters Score -528370 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -528377.312500 Penalty: 4135.680664
	Iteration 68Q: 3 clusters Score -528377.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -528380.437500 Penalty: 4135.680664
	Iteration 69Q: 3 clusters Score -528380.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -528385.000000 Penalty: 4135.680664
	Iteration 70Q: 3 clusters Score -528385 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -528388.125000 Penalty: 4135.680664
	Iteration 71Q: 3 clusters Score -528388.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -528390.625000 Penalty: 4135.680664
	Iteration 72Q: 3 clusters Score -528390.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -528392.812500 Penalty: 4135.680664
	Iteration 73Q: 3 clusters Score -528392.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -528393.750000 Penalty: 4135.680664
	Iteration 74Q: 3 clusters Score -528393.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -528396.000000 Penalty: 4135.680664
	Iteration 75Q: 3 clusters Score -528396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -528396.500000 Penalty: 4135.680664
	Iteration 76Q: 3 clusters Score -528396.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -528397.375000 Penalty: 4135.680664
	Iteration 77Q: 3 clusters Score -528397.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -528398.250000 Penalty: 4135.680664
	Iteration 78Q: 3 clusters Score -528398.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -528398.250000 Penalty: 4135.680664
	Iteration 79F: 3 clusters Score -528398.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (21796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21796 members 
Entering Unmasked Estep 
Score: -2790491.000000 Penalty: 2477.391602
	Iteration 0F: 2 clusters Score -2790491 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10968 members 
Mstep: Class 2 contains 10828 members 
Entering Unmasked Estep 
Score: -2775291.000000 Penalty: 4954.783203
	Iteration 0F: 3 clusters Score -2775291 nChanged 9624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11122 members 
Mstep: Class 2 contains 10674 members 
Entering Unmasked Estep 
Score: -2780429.750000 Penalty: 4954.783203
	Iteration 1F: 3 clusters Score -2780430 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11216 members 
Mstep: Class 2 contains 10580 members 
Entering Unmasked Estep 
Score: -2780788.250000 Penalty: 4954.783203
	Iteration 2Q: 3 clusters Score -2780788 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11316 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
Score: -2781052.500000 Penalty: 4954.783203
	Iteration 3Q: 3 clusters Score -2781052 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11491 members 
Mstep: Class 2 contains 10305 members 
Entering Unmasked Estep 
Score: -2781340.500000 Penalty: 4954.783203
	Iteration 4Q: 3 clusters Score -2781340 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11680 members 
Mstep: Class 2 contains 10116 members 
Entering Unmasked Estep 
Score: -2781731.000000 Penalty: 4954.783203
	Iteration 5Q: 3 clusters Score -2781731 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11898 members 
Mstep: Class 2 contains 9898 members 
Entering Unmasked Estep 
Score: -2782293.750000 Penalty: 4954.783203
	Iteration 6Q: 3 clusters Score -2782294 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12145 members 
Mstep: Class 2 contains 9651 members 
Entering Unmasked Estep 
Score: -2782992.750000 Penalty: 4954.783203
	Iteration 7Q: 3 clusters Score -2782993 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12311 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -2783633.250000 Penalty: 4954.783203
	Iteration 8Q: 3 clusters Score -2783633 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12391 members 
Mstep: Class 2 contains 9405 members 
Entering Unmasked Estep 
Score: -2784226.250000 Penalty: 4954.783203
	Iteration 9Q: 3 clusters Score -2784226 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12391 members 
Mstep: Class 2 contains 9405 members 
Entering Unmasked Estep 
Score: -2784761.500000 Penalty: 4954.783203
	Iteration 10Q: 3 clusters Score -2784762 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12338 members 
Mstep: Class 2 contains 9458 members 
Entering Unmasked Estep 
Score: -2785270.500000 Penalty: 4954.783203
	Iteration 11Q: 3 clusters Score -2785270 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12214 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -2785684.000000 Penalty: 4954.783203
	Iteration 12Q: 3 clusters Score -2785684 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12049 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -2786068.750000 Penalty: 4954.783203
	Iteration 13Q: 3 clusters Score -2786069 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11847 members 
Mstep: Class 2 contains 9949 members 
Entering Unmasked Estep 
Score: -2786397.500000 Penalty: 4954.783203
	Iteration 14Q: 3 clusters Score -2786398 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11630 members 
Mstep: Class 2 contains 10166 members 
Entering Unmasked Estep 
Score: -2786610.500000 Penalty: 4954.783203
	Iteration 15Q: 3 clusters Score -2786610 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11440 members 
Mstep: Class 2 contains 10356 members 
Entering Unmasked Estep 
Score: -2786786.750000 Penalty: 4954.783203
	Iteration 16Q: 3 clusters Score -2786787 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11234 members 
Mstep: Class 2 contains 10562 members 
Entering Unmasked Estep 
Score: -2786974.750000 Penalty: 4954.783203
	Iteration 17Q: 3 clusters Score -2786975 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11038 members 
Mstep: Class 2 contains 10758 members 
Entering Unmasked Estep 
Score: -2787138.000000 Penalty: 4954.783203
	Iteration 18Q: 3 clusters Score -2787138 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10877 members 
Mstep: Class 2 contains 10919 members 
Entering Unmasked Estep 
Score: -2787259.750000 Penalty: 4954.783203
	Iteration 19Q: 3 clusters Score -2787260 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 11055 members 
Entering Unmasked Estep 
Score: -2787377.500000 Penalty: 4954.783203
	Iteration 20F: 3 clusters Score -2787378 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10604 members 
Mstep: Class 2 contains 11192 members 
Entering Unmasked Estep 
Score: -2787493.250000 Penalty: 4954.783203
	Iteration 21Q: 3 clusters Score -2787493 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10498 members 
Mstep: Class 2 contains 11298 members 
Entering Unmasked Estep 
Score: -2787568.750000 Penalty: 4954.783203
	Iteration 22Q: 3 clusters Score -2787569 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10419 members 
Mstep: Class 2 contains 11377 members 
Entering Unmasked Estep 
Score: -2787612.250000 Penalty: 4954.783203
	Iteration 23Q: 3 clusters Score -2787612 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10345 members 
Mstep: Class 2 contains 11451 members 
Entering Unmasked Estep 
Score: -2787661.500000 Penalty: 4954.783203
	Iteration 24Q: 3 clusters Score -2787662 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10276 members 
Mstep: Class 2 contains 11520 members 
Entering Unmasked Estep 
Score: -2787705.000000 Penalty: 4954.783203
	Iteration 25Q: 3 clusters Score -2787705 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10227 members 
Mstep: Class 2 contains 11569 members 
Entering Unmasked Estep 
Score: -2787743.250000 Penalty: 4954.783203
	Iteration 26Q: 3 clusters Score -2787743 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10165 members 
Mstep: Class 2 contains 11631 members 
Entering Unmasked Estep 
Score: -2787756.750000 Penalty: 4954.783203
	Iteration 27Q: 3 clusters Score -2787757 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 11690 members 
Entering Unmasked Estep 
Score: -2787775.750000 Penalty: 4954.783203
	Iteration 28Q: 3 clusters Score -2787776 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10057 members 
Mstep: Class 2 contains 11739 members 
Entering Unmasked Estep 
Score: -2787791.750000 Penalty: 4954.783203
	Iteration 29Q: 3 clusters Score -2787792 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9993 members 
Mstep: Class 2 contains 11803 members 
Entering Unmasked Estep 
Score: -2787801.500000 Penalty: 4954.783203
	Iteration 30Q: 3 clusters Score -2787802 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9943 members 
Mstep: Class 2 contains 11853 members 
Entering Unmasked Estep 
Score: -2787810.750000 Penalty: 4954.783203
	Iteration 31Q: 3 clusters Score -2787811 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9890 members 
Mstep: Class 2 contains 11906 members 
Entering Unmasked Estep 
Score: -2787827.750000 Penalty: 4954.783203
	Iteration 32Q: 3 clusters Score -2787828 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 11963 members 
Entering Unmasked Estep 
Score: -2787834.250000 Penalty: 4954.783203
	Iteration 33Q: 3 clusters Score -2787834 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 12001 members 
Entering Unmasked Estep 
Score: -2787845.500000 Penalty: 4954.783203
	Iteration 34Q: 3 clusters Score -2787846 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9760 members 
Mstep: Class 2 contains 12036 members 
Entering Unmasked Estep 
Score: -2787850.500000 Penalty: 4954.783203
	Iteration 35Q: 3 clusters Score -2787850 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 12067 members 
Entering Unmasked Estep 
Score: -2787856.500000 Penalty: 4954.783203
	Iteration 36Q: 3 clusters Score -2787856 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9703 members 
Mstep: Class 2 contains 12093 members 
Entering Unmasked Estep 
Score: -2787861.750000 Penalty: 4954.783203
	Iteration 37Q: 3 clusters Score -2787862 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9687 members 
Mstep: Class 2 contains 12109 members 
Entering Unmasked Estep 
Score: -2787861.250000 Penalty: 4954.783203
	Iteration 38Q: 3 clusters Score -2787861 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 12125 members 
Entering Unmasked Estep 
Score: -2787870.750000 Penalty: 4954.783203
	Iteration 39Q: 3 clusters Score -2787871 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 12134 members 
Entering Unmasked Estep 
Score: -2787866.250000 Penalty: 4954.783203
	Iteration 40F: 3 clusters Score -2787866 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 12143 members 
Entering Unmasked Estep 
Score: -2787865.250000 Penalty: 4954.783203
	Iteration 41Q: 3 clusters Score -2787865 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9647 members 
Mstep: Class 2 contains 12149 members 
Entering Unmasked Estep 
Score: -2787868.000000 Penalty: 4954.783203
	Iteration 42Q: 3 clusters Score -2787868 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 12150 members 
Entering Unmasked Estep 
Score: -2787870.500000 Penalty: 4954.783203
	Iteration 43Q: 3 clusters Score -2787870 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 12155 members 
Entering Unmasked Estep 
Score: -2787867.000000 Penalty: 4954.783203
	Iteration 44Q: 3 clusters Score -2787867 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 12160 members 
Entering Unmasked Estep 
Score: -2787867.500000 Penalty: 4954.783203
	Iteration 45Q: 3 clusters Score -2787868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 12161 members 
Entering Unmasked Estep 
Score: -2787867.500000 Penalty: 4954.783203
	Iteration 46Q: 3 clusters Score -2787868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 12162 members 
Entering Unmasked Estep 
Score: -2787867.250000 Penalty: 4954.783203
	Iteration 47Q: 3 clusters Score -2787867 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9633 members 
Mstep: Class 2 contains 12163 members 
Entering Unmasked Estep 
Score: -2787867.000000 Penalty: 4954.783203
	Iteration 48Q: 3 clusters Score -2787867 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 12164 members 
Entering Unmasked Estep 
Score: -2787868.750000 Penalty: 4954.783203
	Iteration 49Q: 3 clusters Score -2787869 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 12166 members 
Entering Unmasked Estep 
Score: -2787869.500000 Penalty: 4954.783203
	Iteration 50Q: 3 clusters Score -2787870 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 12167 members 
Entering Unmasked Estep 
Score: -2787868.250000 Penalty: 4954.783203
	Iteration 51Q: 3 clusters Score -2787868 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9626 members 
Mstep: Class 2 contains 12170 members 
Entering Unmasked Estep 
Score: -2787866.250000 Penalty: 4954.783203
	Iteration 52Q: 3 clusters Score -2787866 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9621 members 
Mstep: Class 2 contains 12175 members 
Entering Unmasked Estep 
Score: -2787864.750000 Penalty: 4954.783203
	Iteration 53Q: 3 clusters Score -2787865 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 12178 members 
Entering Unmasked Estep 
Score: -2787870.250000 Penalty: 4954.783203
	Iteration 54Q: 3 clusters Score -2787870 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 12182 members 
Entering Unmasked Estep 
Score: -2787873.500000 Penalty: 4954.783203
	Iteration 55Q: 3 clusters Score -2787874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 12183 members 
Entering Unmasked Estep 
Score: -2787874.750000 Penalty: 4954.783203
	Iteration 56Q: 3 clusters Score -2787875 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 12184 members 
Entering Unmasked Estep 
Score: -2787870.000000 Penalty: 4954.783203
	Iteration 57Q: 3 clusters Score -2787870 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 12188 members 
Entering Unmasked Estep 
Score: -2787869.500000 Penalty: 4954.783203
	Iteration 58Q: 3 clusters Score -2787870 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 12195 members 
Entering Unmasked Estep 
Score: -2787868.250000 Penalty: 4954.783203
	Iteration 59Q: 3 clusters Score -2787868 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 12196 members 
Entering Unmasked Estep 
Score: -2787872.250000 Penalty: 4954.783203
	Iteration 60F: 3 clusters Score -2787872 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 12197 members 
Entering Unmasked Estep 
Score: -2787874.000000 Penalty: 4954.783203
	Iteration 61Q: 3 clusters Score -2787874 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 12198 members 
Entering Unmasked Estep 
Score: -2787873.750000 Penalty: 4954.783203
	Iteration 62Q: 3 clusters Score -2787874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 12200 members 
Entering Unmasked Estep 
Score: -2787872.250000 Penalty: 4954.783203
	Iteration 63Q: 3 clusters Score -2787872 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 12201 members 
Entering Unmasked Estep 
Score: -2787870.000000 Penalty: 4954.783203
	Iteration 64Q: 3 clusters Score -2787870 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 12200 members 
Entering Unmasked Estep 
Score: -2787871.750000 Penalty: 4954.783203
	Iteration 65Q: 3 clusters Score -2787872 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 12200 members 
Entering Unmasked Estep 
Score: -2787871.750000 Penalty: 4954.783203
	Iteration 66F: 3 clusters Score -2787872 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (51456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51456 members 
Entering Unmasked Estep 
Score: -6157772.500000 Penalty: 2690.423584
	Iteration 0F: 2 clusters Score -6157772 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25650 members 
Mstep: Class 2 contains 25806 members 
Entering Unmasked Estep 
Score: -6123091.000000 Penalty: 5380.847168
	Iteration 0F: 3 clusters Score -6123091 nChanged 23710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24532 members 
Mstep: Class 2 contains 26924 members 
Entering Unmasked Estep 
Score: -6136371.000000 Penalty: 5380.847168
	Iteration 1F: 3 clusters Score -6136371 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23870 members 
Mstep: Class 2 contains 27586 members 
Entering Unmasked Estep 
Score: -6137199.500000 Penalty: 5380.847168
	Iteration 2Q: 3 clusters Score -6137200 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23006 members 
Mstep: Class 2 contains 28450 members 
Entering Unmasked Estep 
Score: -6138076.500000 Penalty: 5380.847168
	Iteration 3Q: 3 clusters Score -6138076 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21743 members 
Mstep: Class 2 contains 29713 members 
Entering Unmasked Estep 
Score: -6139225.000000 Penalty: 5380.847168
	Iteration 4Q: 3 clusters Score -6139225 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20071 members 
Mstep: Class 2 contains 31385 members 
Entering Unmasked Estep 
Score: -6140857.000000 Penalty: 5380.847168
	Iteration 5F: 3 clusters Score -6140857 nChanged 3134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17977 members 
Mstep: Class 2 contains 33479 members 
Entering Unmasked Estep 
Score: -6142886.500000 Penalty: 5380.847168
	Iteration 6F: 3 clusters Score -6142886 nChanged 3282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15605 members 
Mstep: Class 2 contains 35851 members 
Entering Unmasked Estep 
Score: -6145260.000000 Penalty: 5380.847168
	Iteration 7F: 3 clusters Score -6145260 nChanged 3211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13050 members 
Mstep: Class 2 contains 38406 members 
Entering Unmasked Estep 
Score: -6147643.500000 Penalty: 5380.847168
	Iteration 8F: 3 clusters Score -6147644 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10684 members 
Mstep: Class 2 contains 40772 members 
Entering Unmasked Estep 
Score: -6149715.000000 Penalty: 5380.847168
	Iteration 9F: 3 clusters Score -6149715 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 42879 members 
Entering Unmasked Estep 
Score: -6151415.000000 Penalty: 5380.847168
	Iteration 10Q: 3 clusters Score -6151415 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 44625 members 
Entering Unmasked Estep 
Score: -6152653.000000 Penalty: 5380.847168
	Iteration 11Q: 3 clusters Score -6152653 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 46014 members 
Entering Unmasked Estep 
Score: -6153716.500000 Penalty: 5380.847168
	Iteration 12Q: 3 clusters Score -6153716 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 47081 members 
Entering Unmasked Estep 
Score: -6154575.500000 Penalty: 5380.847168
	Iteration 13Q: 3 clusters Score -6154576 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 47839 members 
Entering Unmasked Estep 
Score: -6155351.000000 Penalty: 5380.847168
	Iteration 14Q: 3 clusters Score -6155351 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 48275 members 
Entering Unmasked Estep 
Score: -6156044.000000 Penalty: 5380.847168
	Iteration 15Q: 3 clusters Score -6156044 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 48490 members 
Entering Unmasked Estep 
Score: -6156511.500000 Penalty: 5380.847168
	Iteration 16Q: 3 clusters Score -6156512 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 48555 members 
Entering Unmasked Estep 
Score: -6156681.000000 Penalty: 5380.847168
	Iteration 17Q: 3 clusters Score -6156681 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 48592 members 
Entering Unmasked Estep 
Score: -6156757.500000 Penalty: 5380.847168
	Iteration 18Q: 3 clusters Score -6156758 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 48620 members 
Entering Unmasked Estep 
Score: -6156803.500000 Penalty: 5380.847168
	Iteration 19Q: 3 clusters Score -6156804 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 48626 members 
Entering Unmasked Estep 
Score: -6156828.500000 Penalty: 5380.847168
	Iteration 20F: 3 clusters Score -6156828 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 48635 members 
Entering Unmasked Estep 
Score: -6156845.500000 Penalty: 5380.847168
	Iteration 21Q: 3 clusters Score -6156846 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 48638 members 
Entering Unmasked Estep 
Score: -6156869.000000 Penalty: 5380.847168
	Iteration 22Q: 3 clusters Score -6156869 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 48650 members 
Entering Unmasked Estep 
Score: -6156871.500000 Penalty: 5380.847168
	Iteration 23Q: 3 clusters Score -6156872 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 48670 members 
Entering Unmasked Estep 
Score: -6156900.000000 Penalty: 5380.847168
	Iteration 24Q: 3 clusters Score -6156900 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 48691 members 
Entering Unmasked Estep 
Score: -6156899.500000 Penalty: 5380.847168
	Iteration 25Q: 3 clusters Score -6156900 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 48713 members 
Entering Unmasked Estep 
Score: -6156910.000000 Penalty: 5380.847168
	Iteration 26Q: 3 clusters Score -6156910 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 48742 members 
Entering Unmasked Estep 
Score: -6156923.500000 Penalty: 5380.847168
	Iteration 27Q: 3 clusters Score -6156924 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 48752 members 
Entering Unmasked Estep 
Score: -6156922.500000 Penalty: 5380.847168
	Iteration 28Q: 3 clusters Score -6156922 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 48761 members 
Entering Unmasked Estep 
Score: -6156924.500000 Penalty: 5380.847168
	Iteration 29Q: 3 clusters Score -6156924 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 48774 members 
Entering Unmasked Estep 
Score: -6156929.000000 Penalty: 5380.847168
	Iteration 30Q: 3 clusters Score -6156929 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 48787 members 
Entering Unmasked Estep 
Score: -6156933.000000 Penalty: 5380.847168
	Iteration 31Q: 3 clusters Score -6156933 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 48797 members 
Entering Unmasked Estep 
Score: -6156933.500000 Penalty: 5380.847168
	Iteration 32Q: 3 clusters Score -6156934 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 48801 members 
Entering Unmasked Estep 
Score: -6156935.000000 Penalty: 5380.847168
	Iteration 33Q: 3 clusters Score -6156935 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 48809 members 
Entering Unmasked Estep 
Score: -6156937.500000 Penalty: 5380.847168
	Iteration 34Q: 3 clusters Score -6156938 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 48818 members 
Entering Unmasked Estep 
Score: -6156930.500000 Penalty: 5380.847168
	Iteration 35Q: 3 clusters Score -6156930 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 48821 members 
Entering Unmasked Estep 
Score: -6156931.000000 Penalty: 5380.847168
	Iteration 36Q: 3 clusters Score -6156931 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 48824 members 
Entering Unmasked Estep 
Score: -6156932.000000 Penalty: 5380.847168
	Iteration 37Q: 3 clusters Score -6156932 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 48829 members 
Entering Unmasked Estep 
Score: -6156928.000000 Penalty: 5380.847168
	Iteration 38Q: 3 clusters Score -6156928 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 48834 members 
Entering Unmasked Estep 
Score: -6156938.000000 Penalty: 5380.847168
	Iteration 39Q: 3 clusters Score -6156938 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 48836 members 
Entering Unmasked Estep 
Score: -6156940.500000 Penalty: 5380.847168
	Iteration 40F: 3 clusters Score -6156940 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 48834 members 
Entering Unmasked Estep 
Score: -6156940.500000 Penalty: 5380.847168
	Iteration 41Q: 3 clusters Score -6156940 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 48834 members 
Entering Unmasked Estep 
Score: -6156935.500000 Penalty: 5380.847168
	Iteration 42Q: 3 clusters Score -6156936 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 48834 members 
Entering Unmasked Estep 
Score: -6156935.500000 Penalty: 5380.847168
	Iteration 43F: 3 clusters Score -6156936 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4483 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Entering Unmasked Estep 
Score: -548118.937500 Penalty: 2085.195801
	Iteration 0F: 2 clusters Score -548118.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -543916.500000 Penalty: 4170.391602
	Iteration 0F: 3 clusters Score -543916.5 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -544876.687500 Penalty: 4170.391602
	Iteration 1F: 3 clusters Score -544876.7 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -545093.875000 Penalty: 4170.391602
	Iteration 2F: 3 clusters Score -545093.9 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -545255.812500 Penalty: 4170.391602
	Iteration 3F: 3 clusters Score -545255.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -545378.375000 Penalty: 4170.391602
	Iteration 4Q: 3 clusters Score -545378.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -545517.437500 Penalty: 4170.391602
	Iteration 5Q: 3 clusters Score -545517.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -545659.250000 Penalty: 4170.391602
	Iteration 6Q: 3 clusters Score -545659.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -545827.500000 Penalty: 4170.391602
	Iteration 7Q: 3 clusters Score -545827.5 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -546005.375000 Penalty: 4170.391602
	Iteration 8Q: 3 clusters Score -546005.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -546176.187500 Penalty: 4170.391602
	Iteration 9Q: 3 clusters Score -546176.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -546332.687500 Penalty: 4170.391602
	Iteration 10Q: 3 clusters Score -546332.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -546441.250000 Penalty: 4170.391602
	Iteration 11Q: 3 clusters Score -546441.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -546526.437500 Penalty: 4170.391602
	Iteration 12Q: 3 clusters Score -546526.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -546581.875000 Penalty: 4170.391602
	Iteration 13Q: 3 clusters Score -546581.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -546612.750000 Penalty: 4170.391602
	Iteration 14Q: 3 clusters Score -546612.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -546629.500000 Penalty: 4170.391602
	Iteration 15Q: 3 clusters Score -546629.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -546644.687500 Penalty: 4170.391602
	Iteration 16Q: 3 clusters Score -546644.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -546659.500000 Penalty: 4170.391602
	Iteration 17Q: 3 clusters Score -546659.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -546670.312500 Penalty: 4170.391602
	Iteration 18Q: 3 clusters Score -546670.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -546678.562500 Penalty: 4170.391602
	Iteration 19Q: 3 clusters Score -546678.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -546684.062500 Penalty: 4170.391602
	Iteration 20F: 3 clusters Score -546684.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -546692.687500 Penalty: 4170.391602
	Iteration 21Q: 3 clusters Score -546692.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -546701.562500 Penalty: 4170.391602
	Iteration 22Q: 3 clusters Score -546701.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -546711.937500 Penalty: 4170.391602
	Iteration 23Q: 3 clusters Score -546711.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -546721.500000 Penalty: 4170.391602
	Iteration 24Q: 3 clusters Score -546721.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -546728.750000 Penalty: 4170.391602
	Iteration 25Q: 3 clusters Score -546728.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -546733.812500 Penalty: 4170.391602
	Iteration 26Q: 3 clusters Score -546733.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -546738.812500 Penalty: 4170.391602
	Iteration 27Q: 3 clusters Score -546738.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -546740.375000 Penalty: 4170.391602
	Iteration 28Q: 3 clusters Score -546740.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -546743.375000 Penalty: 4170.391602
	Iteration 29Q: 3 clusters Score -546743.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -546743.500000 Penalty: 4170.391602
	Iteration 30Q: 3 clusters Score -546743.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -546744.625000 Penalty: 4170.391602
	Iteration 31Q: 3 clusters Score -546744.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -546744.750000 Penalty: 4170.391602
	Iteration 32Q: 3 clusters Score -546744.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -546744.937500 Penalty: 4170.391602
	Iteration 33Q: 3 clusters Score -546744.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -546746.312500 Penalty: 4170.391602
	Iteration 34Q: 3 clusters Score -546746.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -546745.750000 Penalty: 4170.391602
	Iteration 35Q: 3 clusters Score -546745.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -546745.750000 Penalty: 4170.391602
	Iteration 36F: 3 clusters Score -546745.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Entering Unmasked Estep 
Score: -136414.000000 Penalty: 1700.924072
	Iteration 0F: 2 clusters Score -136414 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -134659.859375 Penalty: 3401.848145
	Iteration 0F: 3 clusters Score -134659.9 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -135388.171875 Penalty: 3401.848145
	Iteration 1F: 3 clusters Score -135388.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -135776.812500 Penalty: 3401.848145
	Iteration 2F: 3 clusters Score -135776.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -136061.609375 Penalty: 3401.848145
	Iteration 3F: 3 clusters Score -136061.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -136257.484375 Penalty: 3401.848145
	Iteration 4Q: 3 clusters Score -136257.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -136348.500000 Penalty: 3401.848145
	Iteration 5Q: 3 clusters Score -136348.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -136397.921875 Penalty: 3401.848145
	Iteration 6Q: 3 clusters Score -136397.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -136416.578125 Penalty: 3401.848145
	Iteration 7Q: 3 clusters Score -136416.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -136421.312500 Penalty: 3401.848145
	Iteration 8Q: 3 clusters Score -136421.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -136422.953125 Penalty: 3401.848145
	Iteration 9Q: 3 clusters Score -136423 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -136422.953125 Penalty: 3401.848145
	Iteration 10F: 3 clusters Score -136423 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 2522 members 
Mstep: Class 3 contains 4140 members 
Mstep: Class 4 contains 12070 members 
Mstep: Class 5 contains 3189 members 
Mstep: Class 6 contains 2551 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7708 members 
Mstep: Class 9 contains 172803 members 
Mstep: Class 10 contains 8509 members 
Mstep: Class 11 contains 3816 members 
Mstep: Class 12 contains 23259 members 
Mstep: Class 13 contains 4032 members 
Mstep: Class 14 contains 6796 members 
Mstep: Class 15 contains 178754 members 
Mstep: Class 16 contains 216528 members 
Mstep: Class 17 contains 11687 members 
Mstep: Class 18 contains 29538 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4180 members 
Mstep: Class 21 contains 21796 members 
Mstep: Class 22 contains 51456 members 
Mstep: Class 23 contains 4483 members 
Mstep: Class 24 contains 485 members 
Mstep: Class 25 contains 39523 members 
Mstep: Class 26 contains 37633 members 
Mstep: Class 27 contains 6223 members 
Mstep: Class 28 contains 25977 members 
Mstep: Class 29 contains 7489 members 
Mstep: Class 30 contains 19241 members 
Mstep: Class 31 contains 5257 members 
Mstep: Class 32 contains 17560 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11731 members 
Mstep: Class 35 contains 61433 members 
Mstep: Class 36 contains 26498 members 
Mstep: Class 37 contains 7333 members 
Mstep: Class 38 contains 254 members 
Mstep: Class 39 contains 3645 members 
Mstep: Class 40 contains 2895 members 
Mstep: Class 41 contains 28647 members 
Mstep: Class 42 contains 11211 members 
Mstep: Class 43 contains 480 members 
Mstep: Class 44 contains 2848 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10318 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27558 members 
Mstep: Class 49 contains 7953 members 
Mstep: Class 50 contains 312 members 
Mstep: Class 51 contains 28231 members 
Mstep: Class 52 contains 252 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 371 members 
Mstep: Class 56 contains 1130 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 406 members 
Mstep: Class 59 contains 913 members 
Mstep: Class 60 contains 335 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 333 members 
Mstep: Class 63 contains 1097 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 665 members 
Mstep: Class 67 contains 625 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 323 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 435 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1687 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2152 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 190 members 
Mstep: Class 79 contains 945 members 
Mstep: Class 80 contains 1257 members 
Mstep: Class 81 contains 467 members 
Entering Unmasked Estep 
Score: -147544448.000000 Penalty: 280990.781250
Splitting cluster 24 changes total score from -147546240.000000 to -147544448.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (39523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39523 members 
Entering Unmasked Estep 
Score: -4975049.000000 Penalty: 2624.990234
	Iteration 0F: 2 clusters Score -4975049 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19637 members 
Mstep: Class 2 contains 19886 members 
Entering Unmasked Estep 
Score: -4948241.500000 Penalty: 5249.980469
	Iteration 0F: 3 clusters Score -4948242 nChanged 18062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18659 members 
Mstep: Class 2 contains 20864 members 
Entering Unmasked Estep 
Score: -4958136.500000 Penalty: 5249.980469
	Iteration 1F: 3 clusters Score -4958136 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17996 members 
Mstep: Class 2 contains 21527 members 
Entering Unmasked Estep 
Score: -4958782.500000 Penalty: 5249.980469
	Iteration 2Q: 3 clusters Score -4958782 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17076 members 
Mstep: Class 2 contains 22447 members 
Entering Unmasked Estep 
Score: -4959506.500000 Penalty: 5249.980469
	Iteration 3Q: 3 clusters Score -4959506 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15777 members 
Mstep: Class 2 contains 23746 members 
Entering Unmasked Estep 
Score: -4960392.500000 Penalty: 5249.980469
	Iteration 4Q: 3 clusters Score -4960392 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14013 members 
Mstep: Class 2 contains 25510 members 
Entering Unmasked Estep 
Score: -4961617.000000 Penalty: 5249.980469
	Iteration 5F: 3 clusters Score -4961617 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11961 members 
Mstep: Class 2 contains 27562 members 
Entering Unmasked Estep 
Score: -4963266.000000 Penalty: 5249.980469
	Iteration 6F: 3 clusters Score -4963266 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 29900 members 
Entering Unmasked Estep 
Score: -4965272.000000 Penalty: 5249.980469
	Iteration 7F: 3 clusters Score -4965272 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 32224 members 
Entering Unmasked Estep 
Score: -4967402.500000 Penalty: 5249.980469
	Iteration 8F: 3 clusters Score -4967402 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 34136 members 
Entering Unmasked Estep 
Score: -4969144.000000 Penalty: 5249.980469
	Iteration 9F: 3 clusters Score -4969144 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 35529 members 
Entering Unmasked Estep 
Score: -4970417.000000 Penalty: 5249.980469
	Iteration 10Q: 3 clusters Score -4970417 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 36424 members 
Entering Unmasked Estep 
Score: -4971230.500000 Penalty: 5249.980469
	Iteration 11Q: 3 clusters Score -4971230 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 37018 members 
Entering Unmasked Estep 
Score: -4971759.500000 Penalty: 5249.980469
	Iteration 12Q: 3 clusters Score -4971760 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 37394 members 
Entering Unmasked Estep 
Score: -4972055.000000 Penalty: 5249.980469
	Iteration 13Q: 3 clusters Score -4972055 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 37646 members 
Entering Unmasked Estep 
Score: -4972265.500000 Penalty: 5249.980469
	Iteration 14Q: 3 clusters Score -4972266 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 37849 members 
Entering Unmasked Estep 
Score: -4972437.000000 Penalty: 5249.980469
	Iteration 15Q: 3 clusters Score -4972437 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 38001 members 
Entering Unmasked Estep 
Score: -4972578.500000 Penalty: 5249.980469
	Iteration 16Q: 3 clusters Score -4972578 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 38119 members 
Entering Unmasked Estep 
Score: -4972720.000000 Penalty: 5249.980469
	Iteration 17Q: 3 clusters Score -4972720 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 38206 members 
Entering Unmasked Estep 
Score: -4972825.000000 Penalty: 5249.980469
	Iteration 18Q: 3 clusters Score -4972825 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 38263 members 
Entering Unmasked Estep 
Score: -4972900.000000 Penalty: 5249.980469
	Iteration 19Q: 3 clusters Score -4972900 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 38307 members 
Entering Unmasked Estep 
Score: -4972954.000000 Penalty: 5249.980469
	Iteration 20F: 3 clusters Score -4972954 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 38350 members 
Entering Unmasked Estep 
Score: -4972984.000000 Penalty: 5249.980469
	Iteration 21Q: 3 clusters Score -4972984 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 38369 members 
Entering Unmasked Estep 
Score: -4973011.000000 Penalty: 5249.980469
	Iteration 22Q: 3 clusters Score -4973011 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 38395 members 
Entering Unmasked Estep 
Score: -4973039.500000 Penalty: 5249.980469
	Iteration 23Q: 3 clusters Score -4973040 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 38409 members 
Entering Unmasked Estep 
Score: -4973052.500000 Penalty: 5249.980469
	Iteration 24Q: 3 clusters Score -4973052 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 38425 members 
Entering Unmasked Estep 
Score: -4973065.500000 Penalty: 5249.980469
	Iteration 25Q: 3 clusters Score -4973066 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 38436 members 
Entering Unmasked Estep 
Score: -4973059.500000 Penalty: 5249.980469
	Iteration 26Q: 3 clusters Score -4973060 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 38448 members 
Entering Unmasked Estep 
Score: -4973065.500000 Penalty: 5249.980469
	Iteration 27Q: 3 clusters Score -4973066 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 38454 members 
Entering Unmasked Estep 
Score: -4973079.500000 Penalty: 5249.980469
	Iteration 28Q: 3 clusters Score -4973080 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 38457 members 
Entering Unmasked Estep 
Score: -4973076.500000 Penalty: 5249.980469
	Iteration 29Q: 3 clusters Score -4973076 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 38458 members 
Entering Unmasked Estep 
Score: -4973083.000000 Penalty: 5249.980469
	Iteration 30Q: 3 clusters Score -4973083 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 38458 members 
Entering Unmasked Estep 
Score: -4973082.000000 Penalty: 5249.980469
	Iteration 31Q: 3 clusters Score -4973082 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 38463 members 
Entering Unmasked Estep 
Score: -4973082.000000 Penalty: 5249.980469
	Iteration 32Q: 3 clusters Score -4973082 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 38466 members 
Entering Unmasked Estep 
Score: -4973087.500000 Penalty: 5249.980469
	Iteration 33Q: 3 clusters Score -4973088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 38465 members 
Entering Unmasked Estep 
Score: -4973084.500000 Penalty: 5249.980469
	Iteration 34Q: 3 clusters Score -4973084 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 38465 members 
Entering Unmasked Estep 
Score: -4973084.500000 Penalty: 5249.980469
	Iteration 35F: 3 clusters Score -4973084 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (37633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37633 members 
Entering Unmasked Estep 
Score: -4794630.500000 Penalty: 2612.837891
	Iteration 0F: 2 clusters Score -4794630 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18814 members 
Mstep: Class 2 contains 18819 members 
Entering Unmasked Estep 
Score: -4769326.500000 Penalty: 5225.675781
	Iteration 0F: 3 clusters Score -4769326 nChanged 16972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18546 members 
Mstep: Class 2 contains 19087 members 
Entering Unmasked Estep 
Score: -4778370.000000 Penalty: 5225.675781
	Iteration 1F: 3 clusters Score -4778370 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18376 members 
Mstep: Class 2 contains 19257 members 
Entering Unmasked Estep 
Score: -4778969.000000 Penalty: 5225.675781
	Iteration 2Q: 3 clusters Score -4778969 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18129 members 
Mstep: Class 2 contains 19504 members 
Entering Unmasked Estep 
Score: -4779561.000000 Penalty: 5225.675781
	Iteration 3Q: 3 clusters Score -4779561 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17806 members 
Mstep: Class 2 contains 19827 members 
Entering Unmasked Estep 
Score: -4780331.000000 Penalty: 5225.675781
	Iteration 4Q: 3 clusters Score -4780331 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17327 members 
Mstep: Class 2 contains 20306 members 
Entering Unmasked Estep 
Score: -4781227.500000 Penalty: 5225.675781
	Iteration 5Q: 3 clusters Score -4781228 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16675 members 
Mstep: Class 2 contains 20958 members 
Entering Unmasked Estep 
Score: -4782209.500000 Penalty: 5225.675781
	Iteration 6F: 3 clusters Score -4782210 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15945 members 
Mstep: Class 2 contains 21688 members 
Entering Unmasked Estep 
Score: -4783222.500000 Penalty: 5225.675781
	Iteration 7F: 3 clusters Score -4783222 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15073 members 
Mstep: Class 2 contains 22560 members 
Entering Unmasked Estep 
Score: -4784299.500000 Penalty: 5225.675781
	Iteration 8F: 3 clusters Score -4784300 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14074 members 
Mstep: Class 2 contains 23559 members 
Entering Unmasked Estep 
Score: -4785386.500000 Penalty: 5225.675781
	Iteration 9Q: 3 clusters Score -4785386 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13009 members 
Mstep: Class 2 contains 24624 members 
Entering Unmasked Estep 
Score: -4786560.500000 Penalty: 5225.675781
	Iteration 10Q: 3 clusters Score -4786560 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11940 members 
Mstep: Class 2 contains 25693 members 
Entering Unmasked Estep 
Score: -4787640.000000 Penalty: 5225.675781
	Iteration 11Q: 3 clusters Score -4787640 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11006 members 
Mstep: Class 2 contains 26627 members 
Entering Unmasked Estep 
Score: -4788502.000000 Penalty: 5225.675781
	Iteration 12Q: 3 clusters Score -4788502 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10162 members 
Mstep: Class 2 contains 27471 members 
Entering Unmasked Estep 
Score: -4789166.000000 Penalty: 5225.675781
	Iteration 13Q: 3 clusters Score -4789166 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 28231 members 
Entering Unmasked Estep 
Score: -4789646.000000 Penalty: 5225.675781
	Iteration 14Q: 3 clusters Score -4789646 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 28922 members 
Entering Unmasked Estep 
Score: -4790022.500000 Penalty: 5225.675781
	Iteration 15Q: 3 clusters Score -4790022 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 29570 members 
Entering Unmasked Estep 
Score: -4790294.500000 Penalty: 5225.675781
	Iteration 16Q: 3 clusters Score -4790294 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 30180 members 
Entering Unmasked Estep 
Score: -4790548.500000 Penalty: 5225.675781
	Iteration 17Q: 3 clusters Score -4790548 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 30772 members 
Entering Unmasked Estep 
Score: -4790821.000000 Penalty: 5225.675781
	Iteration 18Q: 3 clusters Score -4790821 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 31354 members 
Entering Unmasked Estep 
Score: -4791058.000000 Penalty: 5225.675781
	Iteration 19Q: 3 clusters Score -4791058 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 31861 members 
Entering Unmasked Estep 
Score: -4791309.500000 Penalty: 5225.675781
	Iteration 20F: 3 clusters Score -4791310 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 32325 members 
Entering Unmasked Estep 
Score: -4791508.500000 Penalty: 5225.675781
	Iteration 21Q: 3 clusters Score -4791508 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 32752 members 
Entering Unmasked Estep 
Score: -4791696.000000 Penalty: 5225.675781
	Iteration 22Q: 3 clusters Score -4791696 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 33153 members 
Entering Unmasked Estep 
Score: -4791899.500000 Penalty: 5225.675781
	Iteration 23Q: 3 clusters Score -4791900 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 33485 members 
Entering Unmasked Estep 
Score: -4792033.500000 Penalty: 5225.675781
	Iteration 24Q: 3 clusters Score -4792034 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 33767 members 
Entering Unmasked Estep 
Score: -4792149.500000 Penalty: 5225.675781
	Iteration 25Q: 3 clusters Score -4792150 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 33997 members 
Entering Unmasked Estep 
Score: -4792226.500000 Penalty: 5225.675781
	Iteration 26Q: 3 clusters Score -4792226 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 34209 members 
Entering Unmasked Estep 
Score: -4792315.500000 Penalty: 5225.675781
	Iteration 27Q: 3 clusters Score -4792316 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 34399 members 
Entering Unmasked Estep 
Score: -4792384.500000 Penalty: 5225.675781
	Iteration 28Q: 3 clusters Score -4792384 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 34572 members 
Entering Unmasked Estep 
Score: -4792452.500000 Penalty: 5225.675781
	Iteration 29Q: 3 clusters Score -4792452 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 34721 members 
Entering Unmasked Estep 
Score: -4792520.000000 Penalty: 5225.675781
	Iteration 30Q: 3 clusters Score -4792520 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 34858 members 
Entering Unmasked Estep 
Score: -4792573.000000 Penalty: 5225.675781
	Iteration 31Q: 3 clusters Score -4792573 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 34965 members 
Entering Unmasked Estep 
Score: -4792625.000000 Penalty: 5225.675781
	Iteration 32Q: 3 clusters Score -4792625 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 35047 members 
Entering Unmasked Estep 
Score: -4792655.000000 Penalty: 5225.675781
	Iteration 33Q: 3 clusters Score -4792655 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 35129 members 
Entering Unmasked Estep 
Score: -4792685.500000 Penalty: 5225.675781
	Iteration 34Q: 3 clusters Score -4792686 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 35211 members 
Entering Unmasked Estep 
Score: -4792733.500000 Penalty: 5225.675781
	Iteration 35Q: 3 clusters Score -4792734 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 35288 members 
Entering Unmasked Estep 
Score: -4792754.500000 Penalty: 5225.675781
	Iteration 36Q: 3 clusters Score -4792754 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 35351 members 
Entering Unmasked Estep 
Score: -4792773.500000 Penalty: 5225.675781
	Iteration 37Q: 3 clusters Score -4792774 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 35411 members 
Entering Unmasked Estep 
Score: -4792777.000000 Penalty: 5225.675781
	Iteration 38Q: 3 clusters Score -4792777 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 35467 members 
Entering Unmasked Estep 
Score: -4792806.500000 Penalty: 5225.675781
	Iteration 39Q: 3 clusters Score -4792806 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 35517 members 
Entering Unmasked Estep 
Score: -4792820.000000 Penalty: 5225.675781
	Iteration 40F: 3 clusters Score -4792820 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 35551 members 
Entering Unmasked Estep 
Score: -4792830.500000 Penalty: 5225.675781
	Iteration 41Q: 3 clusters Score -4792830 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 35586 members 
Entering Unmasked Estep 
Score: -4792840.000000 Penalty: 5225.675781
	Iteration 42Q: 3 clusters Score -4792840 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 35620 members 
Entering Unmasked Estep 
Score: -4792849.000000 Penalty: 5225.675781
	Iteration 43Q: 3 clusters Score -4792849 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 35650 members 
Entering Unmasked Estep 
Score: -4792859.000000 Penalty: 5225.675781
	Iteration 44Q: 3 clusters Score -4792859 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 35669 members 
Entering Unmasked Estep 
Score: -4792859.000000 Penalty: 5225.675781
	Iteration 45Q: 3 clusters Score -4792859 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 35688 members 
Entering Unmasked Estep 
Score: -4792864.000000 Penalty: 5225.675781
	Iteration 46Q: 3 clusters Score -4792864 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 35705 members 
Entering Unmasked Estep 
Score: -4792865.500000 Penalty: 5225.675781
	Iteration 47Q: 3 clusters Score -4792866 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 35721 members 
Entering Unmasked Estep 
Score: -4792874.500000 Penalty: 5225.675781
	Iteration 48Q: 3 clusters Score -4792874 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 35735 members 
Entering Unmasked Estep 
Score: -4792880.000000 Penalty: 5225.675781
	Iteration 49Q: 3 clusters Score -4792880 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 35755 members 
Entering Unmasked Estep 
Score: -4792878.500000 Penalty: 5225.675781
	Iteration 50Q: 3 clusters Score -4792878 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 35774 members 
Entering Unmasked Estep 
Score: -4792881.000000 Penalty: 5225.675781
	Iteration 51Q: 3 clusters Score -4792881 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 35794 members 
Entering Unmasked Estep 
Score: -4792891.500000 Penalty: 5225.675781
	Iteration 52Q: 3 clusters Score -4792892 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 35802 members 
Entering Unmasked Estep 
Score: -4792893.000000 Penalty: 5225.675781
	Iteration 53Q: 3 clusters Score -4792893 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 35814 members 
Entering Unmasked Estep 
Score: -4792890.000000 Penalty: 5225.675781
	Iteration 54Q: 3 clusters Score -4792890 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 35837 members 
Entering Unmasked Estep 
Score: -4792886.500000 Penalty: 5225.675781
	Iteration 55Q: 3 clusters Score -4792886 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 35858 members 
Entering Unmasked Estep 
Score: -4792893.500000 Penalty: 5225.675781
	Iteration 56Q: 3 clusters Score -4792894 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 35872 members 
Entering Unmasked Estep 
Score: -4792899.000000 Penalty: 5225.675781
	Iteration 57Q: 3 clusters Score -4792899 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 35887 members 
Entering Unmasked Estep 
Score: -4792902.500000 Penalty: 5225.675781
	Iteration 58Q: 3 clusters Score -4792902 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 35901 members 
Entering Unmasked Estep 
Score: -4792900.000000 Penalty: 5225.675781
	Iteration 59Q: 3 clusters Score -4792900 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 35912 members 
Entering Unmasked Estep 
Score: -4792908.500000 Penalty: 5225.675781
	Iteration 60F: 3 clusters Score -4792908 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 35923 members 
Entering Unmasked Estep 
Score: -4792919.000000 Penalty: 5225.675781
	Iteration 61Q: 3 clusters Score -4792919 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 35927 members 
Entering Unmasked Estep 
Score: -4792916.500000 Penalty: 5225.675781
	Iteration 62Q: 3 clusters Score -4792916 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 35933 members 
Entering Unmasked Estep 
Score: -4792921.000000 Penalty: 5225.675781
	Iteration 63Q: 3 clusters Score -4792921 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 35940 members 
Entering Unmasked Estep 
Score: -4792925.500000 Penalty: 5225.675781
	Iteration 64Q: 3 clusters Score -4792926 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 35948 members 
Entering Unmasked Estep 
Score: -4792921.500000 Penalty: 5225.675781
	Iteration 65Q: 3 clusters Score -4792922 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 35954 members 
Entering Unmasked Estep 
Score: -4792925.500000 Penalty: 5225.675781
	Iteration 66Q: 3 clusters Score -4792926 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 35960 members 
Entering Unmasked Estep 
Score: -4792930.000000 Penalty: 5225.675781
	Iteration 67Q: 3 clusters Score -4792930 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 35969 members 
Entering Unmasked Estep 
Score: -4792932.000000 Penalty: 5225.675781
	Iteration 68Q: 3 clusters Score -4792932 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 35977 members 
Entering Unmasked Estep 
Score: -4792934.000000 Penalty: 5225.675781
	Iteration 69Q: 3 clusters Score -4792934 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 35986 members 
Entering Unmasked Estep 
Score: -4792937.500000 Penalty: 5225.675781
	Iteration 70Q: 3 clusters Score -4792938 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 35993 members 
Entering Unmasked Estep 
Score: -4792936.500000 Penalty: 5225.675781
	Iteration 71Q: 3 clusters Score -4792936 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 36003 members 
Entering Unmasked Estep 
Score: -4792943.500000 Penalty: 5225.675781
	Iteration 72Q: 3 clusters Score -4792944 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 36009 members 
Entering Unmasked Estep 
Score: -4792944.500000 Penalty: 5225.675781
	Iteration 73Q: 3 clusters Score -4792944 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 36013 members 
Entering Unmasked Estep 
Score: -4792942.000000 Penalty: 5225.675781
	Iteration 74Q: 3 clusters Score -4792942 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 36021 members 
Entering Unmasked Estep 
Score: -4792947.000000 Penalty: 5225.675781
	Iteration 75Q: 3 clusters Score -4792947 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 36027 members 
Entering Unmasked Estep 
Score: -4792951.000000 Penalty: 5225.675781
	Iteration 76Q: 3 clusters Score -4792951 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 36032 members 
Entering Unmasked Estep 
Score: -4792947.000000 Penalty: 5225.675781
	Iteration 77Q: 3 clusters Score -4792947 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 36035 members 
Entering Unmasked Estep 
Score: -4792940.500000 Penalty: 5225.675781
	Iteration 78Q: 3 clusters Score -4792940 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 36036 members 
Entering Unmasked Estep 
Score: -4792939.000000 Penalty: 5225.675781
	Iteration 79Q: 3 clusters Score -4792939 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 36037 members 
Entering Unmasked Estep 
Score: -4792941.500000 Penalty: 5225.675781
	Iteration 80F: 3 clusters Score -4792942 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 36038 members 
Entering Unmasked Estep 
Score: -4792943.000000 Penalty: 5225.675781
	Iteration 81Q: 3 clusters Score -4792943 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 36040 members 
Entering Unmasked Estep 
Score: -4792944.500000 Penalty: 5225.675781
	Iteration 82Q: 3 clusters Score -4792944 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 36041 members 
Entering Unmasked Estep 
Score: -4792943.000000 Penalty: 5225.675781
	Iteration 83Q: 3 clusters Score -4792943 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 36040 members 
Entering Unmasked Estep 
Score: -4792943.500000 Penalty: 5225.675781
	Iteration 84Q: 3 clusters Score -4792944 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 36040 members 
Entering Unmasked Estep 
Score: -4792943.500000 Penalty: 5225.675781
	Iteration 85F: 3 clusters Score -4792944 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (6223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Entering Unmasked Estep 
Score: -713481.937500 Penalty: 2166.529785
	Iteration 0F: 2 clusters Score -713481.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -708202.937500 Penalty: 4333.059570
	Iteration 0F: 3 clusters Score -708202.9 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -709605.625000 Penalty: 4333.059570
	Iteration 1F: 3 clusters Score -709605.6 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -709849.687500 Penalty: 4333.059570
	Iteration 2F: 3 clusters Score -709849.7 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -710031.125000 Penalty: 4333.059570
	Iteration 3F: 3 clusters Score -710031.1 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -710178.062500 Penalty: 4333.059570
	Iteration 4Q: 3 clusters Score -710178.1 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -710306.875000 Penalty: 4333.059570
	Iteration 5Q: 3 clusters Score -710306.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -710390.562500 Penalty: 4333.059570
	Iteration 6Q: 3 clusters Score -710390.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -710481.875000 Penalty: 4333.059570
	Iteration 7Q: 3 clusters Score -710481.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -710581.062500 Penalty: 4333.059570
	Iteration 8Q: 3 clusters Score -710581.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -710698.875000 Penalty: 4333.059570
	Iteration 9Q: 3 clusters Score -710698.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -710802.937500 Penalty: 4333.059570
	Iteration 10Q: 3 clusters Score -710802.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -710898.750000 Penalty: 4333.059570
	Iteration 11Q: 3 clusters Score -710898.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -710992.812500 Penalty: 4333.059570
	Iteration 12Q: 3 clusters Score -710992.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -711104.312500 Penalty: 4333.059570
	Iteration 13Q: 3 clusters Score -711104.3 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -711260.687500 Penalty: 4333.059570
	Iteration 14Q: 3 clusters Score -711260.7 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -711441.687500 Penalty: 4333.059570
	Iteration 15Q: 3 clusters Score -711441.7 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -711602.000000 Penalty: 4333.059570
	Iteration 16Q: 3 clusters Score -711602 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -711745.937500 Penalty: 4333.059570
	Iteration 17Q: 3 clusters Score -711745.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -711871.375000 Penalty: 4333.059570
	Iteration 18Q: 3 clusters Score -711871.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -711994.062500 Penalty: 4333.059570
	Iteration 19Q: 3 clusters Score -711994.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -712097.250000 Penalty: 4333.059570
	Iteration 20F: 3 clusters Score -712097.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -712171.875000 Penalty: 4333.059570
	Iteration 21Q: 3 clusters Score -712171.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -712228.312500 Penalty: 4333.059570
	Iteration 22Q: 3 clusters Score -712228.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -712280.437500 Penalty: 4333.059570
	Iteration 23Q: 3 clusters Score -712280.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -712316.500000 Penalty: 4333.059570
	Iteration 24Q: 3 clusters Score -712316.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -712340.437500 Penalty: 4333.059570
	Iteration 25Q: 3 clusters Score -712340.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -712362.875000 Penalty: 4333.059570
	Iteration 26Q: 3 clusters Score -712362.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -712385.250000 Penalty: 4333.059570
	Iteration 27Q: 3 clusters Score -712385.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -712410.500000 Penalty: 4333.059570
	Iteration 28Q: 3 clusters Score -712410.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -712432.312500 Penalty: 4333.059570
	Iteration 29Q: 3 clusters Score -712432.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -712448.000000 Penalty: 4333.059570
	Iteration 30Q: 3 clusters Score -712448 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -712455.500000 Penalty: 4333.059570
	Iteration 31Q: 3 clusters Score -712455.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -712466.687500 Penalty: 4333.059570
	Iteration 32Q: 3 clusters Score -712466.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -712473.562500 Penalty: 4333.059570
	Iteration 33Q: 3 clusters Score -712473.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -712476.375000 Penalty: 4333.059570
	Iteration 34Q: 3 clusters Score -712476.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -712480.937500 Penalty: 4333.059570
	Iteration 35Q: 3 clusters Score -712480.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -712484.875000 Penalty: 4333.059570
	Iteration 36Q: 3 clusters Score -712484.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -712487.312500 Penalty: 4333.059570
	Iteration 37Q: 3 clusters Score -712487.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -712487.187500 Penalty: 4333.059570
	Iteration 38Q: 3 clusters Score -712487.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -712488.812500 Penalty: 4333.059570
	Iteration 39Q: 3 clusters Score -712488.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -712489.875000 Penalty: 4333.059570
	Iteration 40F: 3 clusters Score -712489.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -712491.562500 Penalty: 4333.059570
	Iteration 41Q: 3 clusters Score -712491.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -712493.500000 Penalty: 4333.059570
	Iteration 42Q: 3 clusters Score -712493.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -712496.062500 Penalty: 4333.059570
	Iteration 43Q: 3 clusters Score -712496.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -712495.875000 Penalty: 4333.059570
	Iteration 44Q: 3 clusters Score -712495.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -712497.750000 Penalty: 4333.059570
	Iteration 45Q: 3 clusters Score -712497.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -712499.000000 Penalty: 4333.059570
	Iteration 46Q: 3 clusters Score -712499 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -712500.312500 Penalty: 4333.059570
	Iteration 47Q: 3 clusters Score -712500.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -712499.687500 Penalty: 4333.059570
	Iteration 48Q: 3 clusters Score -712499.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -712499.687500 Penalty: 4333.059570
	Iteration 49F: 3 clusters Score -712499.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (25977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25977 members 
Entering Unmasked Estep 
Score: -3315546.250000 Penalty: 2520.911621
	Iteration 0F: 2 clusters Score -3315546 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13038 members 
Mstep: Class 2 contains 12939 members 
Entering Unmasked Estep 
Score: -3297735.750000 Penalty: 5041.823242
	Iteration 0F: 3 clusters Score -3297736 nChanged 11544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13134 members 
Mstep: Class 2 contains 12843 members 
Entering Unmasked Estep 
Score: -3304269.500000 Penalty: 5041.823242
	Iteration 1F: 3 clusters Score -3304270 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13134 members 
Mstep: Class 2 contains 12843 members 
Entering Unmasked Estep 
Score: -3305249.500000 Penalty: 5041.823242
	Iteration 2F: 3 clusters Score -3305250 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13194 members 
Mstep: Class 2 contains 12783 members 
Entering Unmasked Estep 
Score: -3306289.250000 Penalty: 5041.823242
	Iteration 3F: 3 clusters Score -3306289 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13264 members 
Mstep: Class 2 contains 12713 members 
Entering Unmasked Estep 
Score: -3307275.250000 Penalty: 5041.823242
	Iteration 4F: 3 clusters Score -3307275 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13400 members 
Mstep: Class 2 contains 12577 members 
Entering Unmasked Estep 
Score: -3308160.000000 Penalty: 5041.823242
	Iteration 5F: 3 clusters Score -3308160 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13696 members 
Mstep: Class 2 contains 12281 members 
Entering Unmasked Estep 
Score: -3309078.750000 Penalty: 5041.823242
	Iteration 6F: 3 clusters Score -3309079 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14142 members 
Mstep: Class 2 contains 11835 members 
Entering Unmasked Estep 
Score: -3309937.000000 Penalty: 5041.823242
	Iteration 7F: 3 clusters Score -3309937 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14703 members 
Mstep: Class 2 contains 11274 members 
Entering Unmasked Estep 
Score: -3310629.500000 Penalty: 5041.823242
	Iteration 8Q: 3 clusters Score -3310630 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15369 members 
Mstep: Class 2 contains 10608 members 
Entering Unmasked Estep 
Score: -3311247.500000 Penalty: 5041.823242
	Iteration 9Q: 3 clusters Score -3311248 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16081 members 
Mstep: Class 2 contains 9896 members 
Entering Unmasked Estep 
Score: -3311786.500000 Penalty: 5041.823242
	Iteration 10Q: 3 clusters Score -3311786 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16803 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
Score: -3312294.500000 Penalty: 5041.823242
	Iteration 11Q: 3 clusters Score -3312294 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17489 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -3312694.000000 Penalty: 5041.823242
	Iteration 12Q: 3 clusters Score -3312694 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18117 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -3313015.000000 Penalty: 5041.823242
	Iteration 13Q: 3 clusters Score -3313015 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18663 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -3313286.500000 Penalty: 5041.823242
	Iteration 14Q: 3 clusters Score -3313286 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19179 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -3313528.000000 Penalty: 5041.823242
	Iteration 15Q: 3 clusters Score -3313528 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19650 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -3313743.750000 Penalty: 5041.823242
	Iteration 16Q: 3 clusters Score -3313744 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20057 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -3313895.500000 Penalty: 5041.823242
	Iteration 17Q: 3 clusters Score -3313896 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20413 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -3314022.250000 Penalty: 5041.823242
	Iteration 18Q: 3 clusters Score -3314022 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20740 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -3314149.500000 Penalty: 5041.823242
	Iteration 19Q: 3 clusters Score -3314150 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21027 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -3314243.250000 Penalty: 5041.823242
	Iteration 20F: 3 clusters Score -3314243 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21280 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -3314336.250000 Penalty: 5041.823242
	Iteration 21Q: 3 clusters Score -3314336 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21469 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -3314383.500000 Penalty: 5041.823242
	Iteration 22Q: 3 clusters Score -3314384 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21641 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -3314420.000000 Penalty: 5041.823242
	Iteration 23Q: 3 clusters Score -3314420 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21799 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -3314461.500000 Penalty: 5041.823242
	Iteration 24Q: 3 clusters Score -3314462 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21932 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -3314500.750000 Penalty: 5041.823242
	Iteration 25Q: 3 clusters Score -3314501 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22041 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -3314527.000000 Penalty: 5041.823242
	Iteration 26Q: 3 clusters Score -3314527 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22134 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -3314543.500000 Penalty: 5041.823242
	Iteration 27Q: 3 clusters Score -3314544 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22206 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -3314570.250000 Penalty: 5041.823242
	Iteration 28Q: 3 clusters Score -3314570 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22272 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -3314575.750000 Penalty: 5041.823242
	Iteration 29Q: 3 clusters Score -3314576 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22336 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -3314585.000000 Penalty: 5041.823242
	Iteration 30Q: 3 clusters Score -3314585 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22387 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -3314600.000000 Penalty: 5041.823242
	Iteration 31Q: 3 clusters Score -3314600 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22424 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -3314609.500000 Penalty: 5041.823242
	Iteration 32Q: 3 clusters Score -3314610 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22478 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -3314621.000000 Penalty: 5041.823242
	Iteration 33Q: 3 clusters Score -3314621 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22524 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -3314625.750000 Penalty: 5041.823242
	Iteration 34Q: 3 clusters Score -3314626 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22560 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -3314629.750000 Penalty: 5041.823242
	Iteration 35Q: 3 clusters Score -3314630 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22590 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -3314631.250000 Penalty: 5041.823242
	Iteration 36Q: 3 clusters Score -3314631 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22628 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -3314636.250000 Penalty: 5041.823242
	Iteration 37Q: 3 clusters Score -3314636 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22654 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -3314633.000000 Penalty: 5041.823242
	Iteration 38Q: 3 clusters Score -3314633 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22673 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -3314637.500000 Penalty: 5041.823242
	Iteration 39Q: 3 clusters Score -3314638 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22691 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -3314642.000000 Penalty: 5041.823242
	Iteration 40F: 3 clusters Score -3314642 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22711 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -3314636.750000 Penalty: 5041.823242
	Iteration 41Q: 3 clusters Score -3314637 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22722 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -3314638.500000 Penalty: 5041.823242
	Iteration 42Q: 3 clusters Score -3314638 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22730 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -3314639.000000 Penalty: 5041.823242
	Iteration 43Q: 3 clusters Score -3314639 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22742 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -3314634.750000 Penalty: 5041.823242
	Iteration 44Q: 3 clusters Score -3314635 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22748 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -3314640.750000 Penalty: 5041.823242
	Iteration 45Q: 3 clusters Score -3314641 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22758 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -3314638.500000 Penalty: 5041.823242
	Iteration 46Q: 3 clusters Score -3314638 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22764 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -3314645.250000 Penalty: 5041.823242
	Iteration 47Q: 3 clusters Score -3314645 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22773 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -3314656.250000 Penalty: 5041.823242
	Iteration 48Q: 3 clusters Score -3314656 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22776 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -3314654.250000 Penalty: 5041.823242
	Iteration 49Q: 3 clusters Score -3314654 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22784 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -3314655.750000 Penalty: 5041.823242
	Iteration 50Q: 3 clusters Score -3314656 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22794 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -3314656.500000 Penalty: 5041.823242
	Iteration 51Q: 3 clusters Score -3314656 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22798 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -3314656.250000 Penalty: 5041.823242
	Iteration 52Q: 3 clusters Score -3314656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22801 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -3314653.750000 Penalty: 5041.823242
	Iteration 53Q: 3 clusters Score -3314654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22802 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -3314651.500000 Penalty: 5041.823242
	Iteration 54Q: 3 clusters Score -3314652 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22802 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -3314651.500000 Penalty: 5041.823242
	Iteration 55F: 3 clusters Score -3314652 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (7489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Entering Unmasked Estep 
Score: -938927.000000 Penalty: 2212.455078
	Iteration 0F: 2 clusters Score -938927 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -932781.937500 Penalty: 4424.910156
	Iteration 0F: 3 clusters Score -932781.9 nChanged 3055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -934358.250000 Penalty: 4424.910156
	Iteration 1F: 3 clusters Score -934358.2 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -934658.187500 Penalty: 4424.910156
	Iteration 2F: 3 clusters Score -934658.2 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -934889.625000 Penalty: 4424.910156
	Iteration 3F: 3 clusters Score -934889.6 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -935087.250000 Penalty: 4424.910156
	Iteration 4Q: 3 clusters Score -935087.2 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -935266.500000 Penalty: 4424.910156
	Iteration 5Q: 3 clusters Score -935266.5 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -935397.875000 Penalty: 4424.910156
	Iteration 6Q: 3 clusters Score -935397.9 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -935502.125000 Penalty: 4424.910156
	Iteration 7Q: 3 clusters Score -935502.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -935585.250000 Penalty: 4424.910156
	Iteration 8Q: 3 clusters Score -935585.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -935679.625000 Penalty: 4424.910156
	Iteration 9Q: 3 clusters Score -935679.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -935768.312500 Penalty: 4424.910156
	Iteration 10Q: 3 clusters Score -935768.3 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -935864.625000 Penalty: 4424.910156
	Iteration 11Q: 3 clusters Score -935864.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -935968.187500 Penalty: 4424.910156
	Iteration 12Q: 3 clusters Score -935968.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -936089.937500 Penalty: 4424.910156
	Iteration 13Q: 3 clusters Score -936089.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -936227.062500 Penalty: 4424.910156
	Iteration 14Q: 3 clusters Score -936227.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -936374.312500 Penalty: 4424.910156
	Iteration 15Q: 3 clusters Score -936374.3 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -936485.500000 Penalty: 4424.910156
	Iteration 16Q: 3 clusters Score -936485.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -936577.937500 Penalty: 4424.910156
	Iteration 17Q: 3 clusters Score -936577.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -936659.562500 Penalty: 4424.910156
	Iteration 18Q: 3 clusters Score -936659.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -936716.687500 Penalty: 4424.910156
	Iteration 19Q: 3 clusters Score -936716.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -936761.687500 Penalty: 4424.910156
	Iteration 20F: 3 clusters Score -936761.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -936796.875000 Penalty: 4424.910156
	Iteration 21Q: 3 clusters Score -936796.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -936815.187500 Penalty: 4424.910156
	Iteration 22Q: 3 clusters Score -936815.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -936832.000000 Penalty: 4424.910156
	Iteration 23Q: 3 clusters Score -936832 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -936843.250000 Penalty: 4424.910156
	Iteration 24Q: 3 clusters Score -936843.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -936854.500000 Penalty: 4424.910156
	Iteration 25Q: 3 clusters Score -936854.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -936866.562500 Penalty: 4424.910156
	Iteration 26Q: 3 clusters Score -936866.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -936873.250000 Penalty: 4424.910156
	Iteration 27Q: 3 clusters Score -936873.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -936878.687500 Penalty: 4424.910156
	Iteration 28Q: 3 clusters Score -936878.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -936887.062500 Penalty: 4424.910156
	Iteration 29Q: 3 clusters Score -936887.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -936892.937500 Penalty: 4424.910156
	Iteration 30Q: 3 clusters Score -936892.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -936898.812500 Penalty: 4424.910156
	Iteration 31Q: 3 clusters Score -936898.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -936907.437500 Penalty: 4424.910156
	Iteration 32Q: 3 clusters Score -936907.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -936921.687500 Penalty: 4424.910156
	Iteration 33Q: 3 clusters Score -936921.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -936930.125000 Penalty: 4424.910156
	Iteration 34Q: 3 clusters Score -936930.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -936942.812500 Penalty: 4424.910156
	Iteration 35Q: 3 clusters Score -936942.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -936958.687500 Penalty: 4424.910156
	Iteration 36Q: 3 clusters Score -936958.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -936971.375000 Penalty: 4424.910156
	Iteration 37Q: 3 clusters Score -936971.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -936988.937500 Penalty: 4424.910156
	Iteration 38Q: 3 clusters Score -936988.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -937021.125000 Penalty: 4424.910156
	Iteration 39Q: 3 clusters Score -937021.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -937063.062500 Penalty: 4424.910156
	Iteration 40F: 3 clusters Score -937063.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -937129.125000 Penalty: 4424.910156
	Iteration 41Q: 3 clusters Score -937129.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -937219.250000 Penalty: 4424.910156
	Iteration 42Q: 3 clusters Score -937219.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -937345.625000 Penalty: 4424.910156
	Iteration 43Q: 3 clusters Score -937345.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -937448.687500 Penalty: 4424.910156
	Iteration 44Q: 3 clusters Score -937448.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -937515.312500 Penalty: 4424.910156
	Iteration 45Q: 3 clusters Score -937515.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -937546.437500 Penalty: 4424.910156
	Iteration 46Q: 3 clusters Score -937546.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -937558.062500 Penalty: 4424.910156
	Iteration 47Q: 3 clusters Score -937558.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -937566.062500 Penalty: 4424.910156
	Iteration 48Q: 3 clusters Score -937566.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -937568.562500 Penalty: 4424.910156
	Iteration 49Q: 3 clusters Score -937568.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -937570.875000 Penalty: 4424.910156
	Iteration 50Q: 3 clusters Score -937570.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -937574.625000 Penalty: 4424.910156
	Iteration 51Q: 3 clusters Score -937574.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -937579.437500 Penalty: 4424.910156
	Iteration 52Q: 3 clusters Score -937579.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -937582.500000 Penalty: 4424.910156
	Iteration 53Q: 3 clusters Score -937582.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -937586.812500 Penalty: 4424.910156
	Iteration 54Q: 3 clusters Score -937586.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -937589.125000 Penalty: 4424.910156
	Iteration 55Q: 3 clusters Score -937589.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -937591.125000 Penalty: 4424.910156
	Iteration 56Q: 3 clusters Score -937591.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -937592.500000 Penalty: 4424.910156
	Iteration 57Q: 3 clusters Score -937592.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -937591.562500 Penalty: 4424.910156
	Iteration 58Q: 3 clusters Score -937591.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -937594.187500 Penalty: 4424.910156
	Iteration 59Q: 3 clusters Score -937594.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -937595.500000 Penalty: 4424.910156
	Iteration 60F: 3 clusters Score -937595.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -937595.437500 Penalty: 4424.910156
	Iteration 61Q: 3 clusters Score -937595.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -937597.000000 Penalty: 4424.910156
	Iteration 62Q: 3 clusters Score -937597 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -937597.000000 Penalty: 4424.910156
	Iteration 63F: 3 clusters Score -937597 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (19241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19241 members 
Entering Unmasked Estep 
Score: -2265370.750000 Penalty: 2446.469971
	Iteration 0F: 2 clusters Score -2265371 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 9635 members 
Entering Unmasked Estep 
Score: -2251753.000000 Penalty: 4892.939941
	Iteration 0F: 3 clusters Score -2251753 nChanged 8485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -2256441.000000 Penalty: 4892.939941
	Iteration 1F: 3 clusters Score -2256441 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -2256850.500000 Penalty: 4892.939941
	Iteration 2F: 3 clusters Score -2256850 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 9571 members 
Entering Unmasked Estep 
Score: -2257196.000000 Penalty: 4892.939941
	Iteration 3Q: 3 clusters Score -2257196 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9689 members 
Mstep: Class 2 contains 9552 members 
Entering Unmasked Estep 
Score: -2257521.000000 Penalty: 4892.939941
	Iteration 4Q: 3 clusters Score -2257521 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -2257797.250000 Penalty: 4892.939941
	Iteration 5Q: 3 clusters Score -2257797 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
Score: -2258041.250000 Penalty: 4892.939941
	Iteration 6Q: 3 clusters Score -2258041 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -2258277.000000 Penalty: 4892.939941
	Iteration 7Q: 3 clusters Score -2258277 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -2258466.750000 Penalty: 4892.939941
	Iteration 8Q: 3 clusters Score -2258467 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -2258629.250000 Penalty: 4892.939941
	Iteration 9Q: 3 clusters Score -2258629 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9733 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -2258768.750000 Penalty: 4892.939941
	Iteration 10Q: 3 clusters Score -2258769 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 9501 members 
Entering Unmasked Estep 
Score: -2258926.750000 Penalty: 4892.939941
	Iteration 11Q: 3 clusters Score -2258927 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -2259110.250000 Penalty: 4892.939941
	Iteration 12Q: 3 clusters Score -2259110 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
Score: -2259281.500000 Penalty: 4892.939941
	Iteration 13Q: 3 clusters Score -2259282 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9791 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -2259424.750000 Penalty: 4892.939941
	Iteration 14Q: 3 clusters Score -2259425 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -2259563.500000 Penalty: 4892.939941
	Iteration 15Q: 3 clusters Score -2259564 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -2259673.250000 Penalty: 4892.939941
	Iteration 16Q: 3 clusters Score -2259673 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -2259804.250000 Penalty: 4892.939941
	Iteration 17Q: 3 clusters Score -2259804 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9924 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -2259949.250000 Penalty: 4892.939941
	Iteration 18Q: 3 clusters Score -2259949 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9962 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -2260099.750000 Penalty: 4892.939941
	Iteration 19Q: 3 clusters Score -2260100 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -2260246.000000 Penalty: 4892.939941
	Iteration 20F: 3 clusters Score -2260246 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9948 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -2260353.000000 Penalty: 4892.939941
	Iteration 21Q: 3 clusters Score -2260353 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 9289 members 
Entering Unmasked Estep 
Score: -2260432.750000 Penalty: 4892.939941
	Iteration 22Q: 3 clusters Score -2260433 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -2260500.250000 Penalty: 4892.939941
	Iteration 23Q: 3 clusters Score -2260500 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9961 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -2260552.000000 Penalty: 4892.939941
	Iteration 24Q: 3 clusters Score -2260552 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9958 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -2260615.250000 Penalty: 4892.939941
	Iteration 25Q: 3 clusters Score -2260615 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9960 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -2260671.500000 Penalty: 4892.939941
	Iteration 26Q: 3 clusters Score -2260672 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -2260706.750000 Penalty: 4892.939941
	Iteration 27Q: 3 clusters Score -2260707 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -2260741.250000 Penalty: 4892.939941
	Iteration 28Q: 3 clusters Score -2260741 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9988 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -2260760.750000 Penalty: 4892.939941
	Iteration 29Q: 3 clusters Score -2260761 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -2260775.250000 Penalty: 4892.939941
	Iteration 30Q: 3 clusters Score -2260775 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -2260780.500000 Penalty: 4892.939941
	Iteration 31Q: 3 clusters Score -2260780 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 9205 members 
Entering Unmasked Estep 
Score: -2260791.750000 Penalty: 4892.939941
	Iteration 32Q: 3 clusters Score -2260792 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10060 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -2260813.500000 Penalty: 4892.939941
	Iteration 33Q: 3 clusters Score -2260814 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10092 members 
Mstep: Class 2 contains 9149 members 
Entering Unmasked Estep 
Score: -2260827.500000 Penalty: 4892.939941
	Iteration 34Q: 3 clusters Score -2260828 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -2260857.250000 Penalty: 4892.939941
	Iteration 35Q: 3 clusters Score -2260857 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10172 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -2260886.250000 Penalty: 4892.939941
	Iteration 36Q: 3 clusters Score -2260886 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10220 members 
Mstep: Class 2 contains 9021 members 
Entering Unmasked Estep 
Score: -2260908.250000 Penalty: 4892.939941
	Iteration 37Q: 3 clusters Score -2260908 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10257 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -2260916.500000 Penalty: 4892.939941
	Iteration 38Q: 3 clusters Score -2260916 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10297 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
Score: -2260930.750000 Penalty: 4892.939941
	Iteration 39Q: 3 clusters Score -2260931 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10327 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -2260940.750000 Penalty: 4892.939941
	Iteration 40F: 3 clusters Score -2260941 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10376 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -2260969.000000 Penalty: 4892.939941
	Iteration 41Q: 3 clusters Score -2260969 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10424 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -2260987.500000 Penalty: 4892.939941
	Iteration 42Q: 3 clusters Score -2260988 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10483 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -2261014.250000 Penalty: 4892.939941
	Iteration 43Q: 3 clusters Score -2261014 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10544 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -2261034.000000 Penalty: 4892.939941
	Iteration 44Q: 3 clusters Score -2261034 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -2261064.750000 Penalty: 4892.939941
	Iteration 45Q: 3 clusters Score -2261065 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10668 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -2261081.250000 Penalty: 4892.939941
	Iteration 46Q: 3 clusters Score -2261081 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10727 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -2261104.000000 Penalty: 4892.939941
	Iteration 47Q: 3 clusters Score -2261104 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10792 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -2261124.500000 Penalty: 4892.939941
	Iteration 48Q: 3 clusters Score -2261124 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -2261145.000000 Penalty: 4892.939941
	Iteration 49Q: 3 clusters Score -2261145 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10930 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -2261160.750000 Penalty: 4892.939941
	Iteration 50Q: 3 clusters Score -2261161 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11020 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -2261188.750000 Penalty: 4892.939941
	Iteration 51Q: 3 clusters Score -2261189 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11109 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -2261218.250000 Penalty: 4892.939941
	Iteration 52Q: 3 clusters Score -2261218 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11213 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -2261241.750000 Penalty: 4892.939941
	Iteration 53Q: 3 clusters Score -2261242 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11323 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -2261270.000000 Penalty: 4892.939941
	Iteration 54Q: 3 clusters Score -2261270 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11431 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -2261304.250000 Penalty: 4892.939941
	Iteration 55Q: 3 clusters Score -2261304 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11550 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -2261340.250000 Penalty: 4892.939941
	Iteration 56Q: 3 clusters Score -2261340 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11664 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -2261380.000000 Penalty: 4892.939941
	Iteration 57Q: 3 clusters Score -2261380 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11777 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -2261405.500000 Penalty: 4892.939941
	Iteration 58Q: 3 clusters Score -2261406 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11902 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -2261447.750000 Penalty: 4892.939941
	Iteration 59Q: 3 clusters Score -2261448 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12018 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -2261472.000000 Penalty: 4892.939941
	Iteration 60F: 3 clusters Score -2261472 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12138 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -2261510.250000 Penalty: 4892.939941
	Iteration 61Q: 3 clusters Score -2261510 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12275 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -2261557.250000 Penalty: 4892.939941
	Iteration 62Q: 3 clusters Score -2261557 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12406 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -2261598.000000 Penalty: 4892.939941
	Iteration 63Q: 3 clusters Score -2261598 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12550 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -2261640.500000 Penalty: 4892.939941
	Iteration 64Q: 3 clusters Score -2261640 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12705 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -2261681.750000 Penalty: 4892.939941
	Iteration 65Q: 3 clusters Score -2261682 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12871 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -2261729.500000 Penalty: 4892.939941
	Iteration 66Q: 3 clusters Score -2261730 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13051 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -2261799.250000 Penalty: 4892.939941
	Iteration 67Q: 3 clusters Score -2261799 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13242 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -2261863.000000 Penalty: 4892.939941
	Iteration 68Q: 3 clusters Score -2261863 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13429 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -2261937.000000 Penalty: 4892.939941
	Iteration 69Q: 3 clusters Score -2261937 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13636 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -2262020.500000 Penalty: 4892.939941
	Iteration 70Q: 3 clusters Score -2262020 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13824 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -2262099.750000 Penalty: 4892.939941
	Iteration 71Q: 3 clusters Score -2262100 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14019 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -2262186.500000 Penalty: 4892.939941
	Iteration 72Q: 3 clusters Score -2262186 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14215 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -2262268.250000 Penalty: 4892.939941
	Iteration 73Q: 3 clusters Score -2262268 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14404 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -2262353.000000 Penalty: 4892.939941
	Iteration 74Q: 3 clusters Score -2262353 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14607 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -2262440.500000 Penalty: 4892.939941
	Iteration 75Q: 3 clusters Score -2262440 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14795 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -2262531.750000 Penalty: 4892.939941
	Iteration 76Q: 3 clusters Score -2262532 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14976 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -2262618.750000 Penalty: 4892.939941
	Iteration 77Q: 3 clusters Score -2262619 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15162 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -2262696.250000 Penalty: 4892.939941
	Iteration 78Q: 3 clusters Score -2262696 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15337 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -2262783.250000 Penalty: 4892.939941
	Iteration 79Q: 3 clusters Score -2262783 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15507 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -2262859.750000 Penalty: 4892.939941
	Iteration 80F: 3 clusters Score -2262860 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15668 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -2262942.750000 Penalty: 4892.939941
	Iteration 81Q: 3 clusters Score -2262943 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15817 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -2263002.500000 Penalty: 4892.939941
	Iteration 82Q: 3 clusters Score -2263002 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15947 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -2263064.750000 Penalty: 4892.939941
	Iteration 83Q: 3 clusters Score -2263065 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16079 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -2263119.750000 Penalty: 4892.939941
	Iteration 84Q: 3 clusters Score -2263120 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16201 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -2263191.250000 Penalty: 4892.939941
	Iteration 85Q: 3 clusters Score -2263191 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16320 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -2263232.000000 Penalty: 4892.939941
	Iteration 86Q: 3 clusters Score -2263232 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16409 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -2263269.500000 Penalty: 4892.939941
	Iteration 87Q: 3 clusters Score -2263270 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16491 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -2263296.750000 Penalty: 4892.939941
	Iteration 88Q: 3 clusters Score -2263297 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16578 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -2263328.500000 Penalty: 4892.939941
	Iteration 89Q: 3 clusters Score -2263328 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16663 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -2263359.000000 Penalty: 4892.939941
	Iteration 90Q: 3 clusters Score -2263359 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16727 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -2263386.500000 Penalty: 4892.939941
	Iteration 91Q: 3 clusters Score -2263386 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16801 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -2263407.500000 Penalty: 4892.939941
	Iteration 92Q: 3 clusters Score -2263408 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16859 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -2263424.000000 Penalty: 4892.939941
	Iteration 93Q: 3 clusters Score -2263424 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16912 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -2263433.250000 Penalty: 4892.939941
	Iteration 94Q: 3 clusters Score -2263433 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16969 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -2263454.250000 Penalty: 4892.939941
	Iteration 95Q: 3 clusters Score -2263454 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17023 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -2263470.000000 Penalty: 4892.939941
	Iteration 96Q: 3 clusters Score -2263470 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17068 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -2263485.250000 Penalty: 4892.939941
	Iteration 97Q: 3 clusters Score -2263485 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17110 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -2263500.000000 Penalty: 4892.939941
	Iteration 98Q: 3 clusters Score -2263500 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17147 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -2263506.250000 Penalty: 4892.939941
	Iteration 99Q: 3 clusters Score -2263506 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17175 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -2263518.750000 Penalty: 4892.939941
	Iteration 100F: 3 clusters Score -2263519 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17212 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -2263529.750000 Penalty: 4892.939941
	Iteration 101Q: 3 clusters Score -2263530 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17250 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -2263535.750000 Penalty: 4892.939941
	Iteration 102Q: 3 clusters Score -2263536 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17272 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -2263545.000000 Penalty: 4892.939941
	Iteration 103Q: 3 clusters Score -2263545 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17295 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -2263550.250000 Penalty: 4892.939941
	Iteration 104Q: 3 clusters Score -2263550 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17320 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -2263559.750000 Penalty: 4892.939941
	Iteration 105Q: 3 clusters Score -2263560 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17343 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -2263568.000000 Penalty: 4892.939941
	Iteration 106Q: 3 clusters Score -2263568 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17366 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -2263570.750000 Penalty: 4892.939941
	Iteration 107Q: 3 clusters Score -2263571 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17390 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -2263573.250000 Penalty: 4892.939941
	Iteration 108Q: 3 clusters Score -2263573 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17407 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -2263581.500000 Penalty: 4892.939941
	Iteration 109Q: 3 clusters Score -2263582 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17427 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -2263582.750000 Penalty: 4892.939941
	Iteration 110Q: 3 clusters Score -2263583 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17441 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -2263583.250000 Penalty: 4892.939941
	Iteration 111Q: 3 clusters Score -2263583 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17452 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -2263583.500000 Penalty: 4892.939941
	Iteration 112Q: 3 clusters Score -2263584 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17463 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -2263586.750000 Penalty: 4892.939941
	Iteration 113Q: 3 clusters Score -2263587 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17472 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -2263600.500000 Penalty: 4892.939941
	Iteration 114Q: 3 clusters Score -2263600 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17484 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -2263597.500000 Penalty: 4892.939941
	Iteration 115Q: 3 clusters Score -2263598 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17493 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -2263602.250000 Penalty: 4892.939941
	Iteration 116Q: 3 clusters Score -2263602 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17498 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -2263606.000000 Penalty: 4892.939941
	Iteration 117Q: 3 clusters Score -2263606 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17503 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -2263606.500000 Penalty: 4892.939941
	Iteration 118Q: 3 clusters Score -2263606 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17508 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -2263603.000000 Penalty: 4892.939941
	Iteration 119Q: 3 clusters Score -2263603 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17514 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -2263608.500000 Penalty: 4892.939941
	Iteration 120F: 3 clusters Score -2263608 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17524 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -2263610.500000 Penalty: 4892.939941
	Iteration 121Q: 3 clusters Score -2263610 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17532 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -2263610.750000 Penalty: 4892.939941
	Iteration 122Q: 3 clusters Score -2263611 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17542 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -2263614.500000 Penalty: 4892.939941
	Iteration 123Q: 3 clusters Score -2263614 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17549 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -2263614.500000 Penalty: 4892.939941
	Iteration 124Q: 3 clusters Score -2263614 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17559 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -2263615.000000 Penalty: 4892.939941
	Iteration 125Q: 3 clusters Score -2263615 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17569 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -2263615.000000 Penalty: 4892.939941
	Iteration 126Q: 3 clusters Score -2263615 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17579 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -2263620.250000 Penalty: 4892.939941
	Iteration 127Q: 3 clusters Score -2263620 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17589 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -2263624.250000 Penalty: 4892.939941
	Iteration 128Q: 3 clusters Score -2263624 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17601 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -2263627.500000 Penalty: 4892.939941
	Iteration 129Q: 3 clusters Score -2263628 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17609 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -2263626.750000 Penalty: 4892.939941
	Iteration 130Q: 3 clusters Score -2263627 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17614 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -2263628.750000 Penalty: 4892.939941
	Iteration 131Q: 3 clusters Score -2263629 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17617 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -2263628.500000 Penalty: 4892.939941
	Iteration 132Q: 3 clusters Score -2263628 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17621 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -2263631.750000 Penalty: 4892.939941
	Iteration 133Q: 3 clusters Score -2263632 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17621 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -2263631.750000 Penalty: 4892.939941
	Iteration 134F: 3 clusters Score -2263632 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (5257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Entering Unmasked Estep 
Score: -678860.250000 Penalty: 2124.694336
	Iteration 0F: 2 clusters Score -678860.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -674238.562500 Penalty: 4249.388672
	Iteration 0F: 3 clusters Score -674238.6 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -675383.687500 Penalty: 4249.388672
	Iteration 1F: 3 clusters Score -675383.7 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -675588.000000 Penalty: 4249.388672
	Iteration 2F: 3 clusters Score -675588 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -675728.375000 Penalty: 4249.388672
	Iteration 3Q: 3 clusters Score -675728.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -675819.437500 Penalty: 4249.388672
	Iteration 4Q: 3 clusters Score -675819.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -675900.375000 Penalty: 4249.388672
	Iteration 5Q: 3 clusters Score -675900.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -675966.250000 Penalty: 4249.388672
	Iteration 6Q: 3 clusters Score -675966.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -676031.375000 Penalty: 4249.388672
	Iteration 7Q: 3 clusters Score -676031.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -676125.312500 Penalty: 4249.388672
	Iteration 8Q: 3 clusters Score -676125.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -676255.125000 Penalty: 4249.388672
	Iteration 9Q: 3 clusters Score -676255.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -676429.000000 Penalty: 4249.388672
	Iteration 10Q: 3 clusters Score -676429 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -676631.187500 Penalty: 4249.388672
	Iteration 11Q: 3 clusters Score -676631.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -676871.187500 Penalty: 4249.388672
	Iteration 12Q: 3 clusters Score -676871.2 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -677133.562500 Penalty: 4249.388672
	Iteration 13Q: 3 clusters Score -677133.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -677328.875000 Penalty: 4249.388672
	Iteration 14Q: 3 clusters Score -677328.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -677468.187500 Penalty: 4249.388672
	Iteration 15Q: 3 clusters Score -677468.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -677573.125000 Penalty: 4249.388672
	Iteration 16Q: 3 clusters Score -677573.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -677638.000000 Penalty: 4249.388672
	Iteration 17Q: 3 clusters Score -677638 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -677681.750000 Penalty: 4249.388672
	Iteration 18Q: 3 clusters Score -677681.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -677697.875000 Penalty: 4249.388672
	Iteration 19Q: 3 clusters Score -677697.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -677705.625000 Penalty: 4249.388672
	Iteration 20F: 3 clusters Score -677705.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -677711.750000 Penalty: 4249.388672
	Iteration 21Q: 3 clusters Score -677711.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -677715.937500 Penalty: 4249.388672
	Iteration 22Q: 3 clusters Score -677715.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -677721.500000 Penalty: 4249.388672
	Iteration 23Q: 3 clusters Score -677721.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -677726.562500 Penalty: 4249.388672
	Iteration 24Q: 3 clusters Score -677726.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -677727.250000 Penalty: 4249.388672
	Iteration 25Q: 3 clusters Score -677727.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -677728.812500 Penalty: 4249.388672
	Iteration 26Q: 3 clusters Score -677728.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -677731.375000 Penalty: 4249.388672
	Iteration 27Q: 3 clusters Score -677731.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -677732.250000 Penalty: 4249.388672
	Iteration 28Q: 3 clusters Score -677732.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -677734.750000 Penalty: 4249.388672
	Iteration 29Q: 3 clusters Score -677734.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -677735.625000 Penalty: 4249.388672
	Iteration 30Q: 3 clusters Score -677735.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -677735.625000 Penalty: 4249.388672
	Iteration 31F: 3 clusters Score -677735.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (17560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17560 members 
Entering Unmasked Estep 
Score: -2241738.250000 Penalty: 2423.798096
	Iteration 0F: 2 clusters Score -2241738 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -2229244.500000 Penalty: 4847.596191
	Iteration 0F: 3 clusters Score -2229244 nChanged 7673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -2233261.750000 Penalty: 4847.596191
	Iteration 1F: 3 clusters Score -2233262 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -2233646.750000 Penalty: 4847.596191
	Iteration 2F: 3 clusters Score -2233647 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9060 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -2233979.500000 Penalty: 4847.596191
	Iteration 3Q: 3 clusters Score -2233980 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -2234299.000000 Penalty: 4847.596191
	Iteration 4Q: 3 clusters Score -2234299 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -2234635.250000 Penalty: 4847.596191
	Iteration 5Q: 3 clusters Score -2234635 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9682 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -2235021.750000 Penalty: 4847.596191
	Iteration 6Q: 3 clusters Score -2235022 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10059 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -2235455.000000 Penalty: 4847.596191
	Iteration 7Q: 3 clusters Score -2235455 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10503 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -2235945.000000 Penalty: 4847.596191
	Iteration 8Q: 3 clusters Score -2235945 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10969 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -2236435.250000 Penalty: 4847.596191
	Iteration 9Q: 3 clusters Score -2236435 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11462 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -2237029.000000 Penalty: 4847.596191
	Iteration 10Q: 3 clusters Score -2237029 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11958 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -2237612.500000 Penalty: 4847.596191
	Iteration 11Q: 3 clusters Score -2237612 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12373 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -2238125.250000 Penalty: 4847.596191
	Iteration 12Q: 3 clusters Score -2238125 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12709 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -2238511.250000 Penalty: 4847.596191
	Iteration 13Q: 3 clusters Score -2238511 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12963 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -2238751.750000 Penalty: 4847.596191
	Iteration 14Q: 3 clusters Score -2238752 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13194 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -2238922.500000 Penalty: 4847.596191
	Iteration 15Q: 3 clusters Score -2238922 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13394 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -2239039.000000 Penalty: 4847.596191
	Iteration 16Q: 3 clusters Score -2239039 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13598 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -2239154.250000 Penalty: 4847.596191
	Iteration 17Q: 3 clusters Score -2239154 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13766 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -2239242.750000 Penalty: 4847.596191
	Iteration 18Q: 3 clusters Score -2239243 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13919 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -2239304.500000 Penalty: 4847.596191
	Iteration 19Q: 3 clusters Score -2239304 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14049 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -2239351.000000 Penalty: 4847.596191
	Iteration 20F: 3 clusters Score -2239351 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14157 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -2239393.000000 Penalty: 4847.596191
	Iteration 21Q: 3 clusters Score -2239393 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14258 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -2239424.250000 Penalty: 4847.596191
	Iteration 22Q: 3 clusters Score -2239424 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14350 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -2239460.750000 Penalty: 4847.596191
	Iteration 23Q: 3 clusters Score -2239461 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14439 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -2239481.250000 Penalty: 4847.596191
	Iteration 24Q: 3 clusters Score -2239481 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14529 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -2239515.500000 Penalty: 4847.596191
	Iteration 25Q: 3 clusters Score -2239516 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14628 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -2239542.750000 Penalty: 4847.596191
	Iteration 26Q: 3 clusters Score -2239543 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14720 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -2239573.500000 Penalty: 4847.596191
	Iteration 27Q: 3 clusters Score -2239574 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14786 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -2239593.000000 Penalty: 4847.596191
	Iteration 28Q: 3 clusters Score -2239593 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14871 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -2239622.500000 Penalty: 4847.596191
	Iteration 29Q: 3 clusters Score -2239622 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14938 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -2239643.750000 Penalty: 4847.596191
	Iteration 30Q: 3 clusters Score -2239644 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15005 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -2239668.250000 Penalty: 4847.596191
	Iteration 31Q: 3 clusters Score -2239668 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15072 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -2239682.750000 Penalty: 4847.596191
	Iteration 32Q: 3 clusters Score -2239683 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15127 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -2239700.750000 Penalty: 4847.596191
	Iteration 33Q: 3 clusters Score -2239701 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15183 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -2239710.250000 Penalty: 4847.596191
	Iteration 34Q: 3 clusters Score -2239710 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15220 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -2239724.000000 Penalty: 4847.596191
	Iteration 35Q: 3 clusters Score -2239724 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15251 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -2239725.250000 Penalty: 4847.596191
	Iteration 36Q: 3 clusters Score -2239725 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15272 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -2239732.750000 Penalty: 4847.596191
	Iteration 37Q: 3 clusters Score -2239733 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15288 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -2239744.250000 Penalty: 4847.596191
	Iteration 38Q: 3 clusters Score -2239744 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15306 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -2239747.250000 Penalty: 4847.596191
	Iteration 39Q: 3 clusters Score -2239747 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15318 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -2239752.250000 Penalty: 4847.596191
	Iteration 40F: 3 clusters Score -2239752 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15333 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -2239750.750000 Penalty: 4847.596191
	Iteration 41Q: 3 clusters Score -2239751 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15347 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -2239751.750000 Penalty: 4847.596191
	Iteration 42Q: 3 clusters Score -2239752 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15357 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -2239757.500000 Penalty: 4847.596191
	Iteration 43Q: 3 clusters Score -2239758 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15362 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -2239756.000000 Penalty: 4847.596191
	Iteration 44Q: 3 clusters Score -2239756 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15368 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -2239757.750000 Penalty: 4847.596191
	Iteration 45Q: 3 clusters Score -2239758 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15374 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -2239754.500000 Penalty: 4847.596191
	Iteration 46Q: 3 clusters Score -2239754 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15377 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -2239760.250000 Penalty: 4847.596191
	Iteration 47Q: 3 clusters Score -2239760 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15381 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -2239759.250000 Penalty: 4847.596191
	Iteration 48Q: 3 clusters Score -2239759 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15388 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -2239761.250000 Penalty: 4847.596191
	Iteration 49Q: 3 clusters Score -2239761 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15393 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -2239761.250000 Penalty: 4847.596191
	Iteration 50Q: 3 clusters Score -2239761 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15402 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -2239763.250000 Penalty: 4847.596191
	Iteration 51Q: 3 clusters Score -2239763 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15408 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -2239764.250000 Penalty: 4847.596191
	Iteration 52Q: 3 clusters Score -2239764 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15416 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -2239766.000000 Penalty: 4847.596191
	Iteration 53Q: 3 clusters Score -2239766 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15425 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -2239769.000000 Penalty: 4847.596191
	Iteration 54Q: 3 clusters Score -2239769 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15427 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -2239769.500000 Penalty: 4847.596191
	Iteration 55Q: 3 clusters Score -2239770 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15428 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -2239770.000000 Penalty: 4847.596191
	Iteration 56Q: 3 clusters Score -2239770 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15432 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -2239766.750000 Penalty: 4847.596191
	Iteration 57Q: 3 clusters Score -2239767 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15440 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -2239770.250000 Penalty: 4847.596191
	Iteration 58Q: 3 clusters Score -2239770 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15445 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -2239770.500000 Penalty: 4847.596191
	Iteration 59Q: 3 clusters Score -2239770 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15450 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -2239772.000000 Penalty: 4847.596191
	Iteration 60F: 3 clusters Score -2239772 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15460 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -2239773.000000 Penalty: 4847.596191
	Iteration 61Q: 3 clusters Score -2239773 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15468 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -2239778.750000 Penalty: 4847.596191
	Iteration 62Q: 3 clusters Score -2239779 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15479 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -2239778.500000 Penalty: 4847.596191
	Iteration 63Q: 3 clusters Score -2239778 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15492 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -2239784.750000 Penalty: 4847.596191
	Iteration 64Q: 3 clusters Score -2239785 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15510 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -2239785.750000 Penalty: 4847.596191
	Iteration 65Q: 3 clusters Score -2239786 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15533 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -2239794.250000 Penalty: 4847.596191
	Iteration 66Q: 3 clusters Score -2239794 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15547 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -2239795.500000 Penalty: 4847.596191
	Iteration 67Q: 3 clusters Score -2239796 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15560 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -2239800.500000 Penalty: 4847.596191
	Iteration 68Q: 3 clusters Score -2239800 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15571 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -2239799.500000 Penalty: 4847.596191
	Iteration 69Q: 3 clusters Score -2239800 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15580 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -2239804.000000 Penalty: 4847.596191
	Iteration 70Q: 3 clusters Score -2239804 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15591 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -2239809.750000 Penalty: 4847.596191
	Iteration 71Q: 3 clusters Score -2239810 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15599 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -2239810.750000 Penalty: 4847.596191
	Iteration 72Q: 3 clusters Score -2239811 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15607 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -2239812.250000 Penalty: 4847.596191
	Iteration 73Q: 3 clusters Score -2239812 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15612 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -2239810.500000 Penalty: 4847.596191
	Iteration 74Q: 3 clusters Score -2239810 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15616 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -2239813.250000 Penalty: 4847.596191
	Iteration 75Q: 3 clusters Score -2239813 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15622 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -2239813.500000 Penalty: 4847.596191
	Iteration 76Q: 3 clusters Score -2239814 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15623 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -2239815.000000 Penalty: 4847.596191
	Iteration 77Q: 3 clusters Score -2239815 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15624 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -2239816.000000 Penalty: 4847.596191
	Iteration 78Q: 3 clusters Score -2239816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15625 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -2239813.500000 Penalty: 4847.596191
	Iteration 79Q: 3 clusters Score -2239814 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15627 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -2239816.500000 Penalty: 4847.596191
	Iteration 80F: 3 clusters Score -2239816 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15631 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -2239815.500000 Penalty: 4847.596191
	Iteration 81Q: 3 clusters Score -2239816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15632 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -2239813.000000 Penalty: 4847.596191
	Iteration 82Q: 3 clusters Score -2239813 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15635 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -2239817.250000 Penalty: 4847.596191
	Iteration 83Q: 3 clusters Score -2239817 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15641 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -2239822.500000 Penalty: 4847.596191
	Iteration 84Q: 3 clusters Score -2239822 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15645 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -2239821.250000 Penalty: 4847.596191
	Iteration 85Q: 3 clusters Score -2239821 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15650 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -2239821.750000 Penalty: 4847.596191
	Iteration 86Q: 3 clusters Score -2239822 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15657 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -2239824.750000 Penalty: 4847.596191
	Iteration 87Q: 3 clusters Score -2239825 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15665 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -2239827.500000 Penalty: 4847.596191
	Iteration 88Q: 3 clusters Score -2239828 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15671 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -2239828.000000 Penalty: 4847.596191
	Iteration 89Q: 3 clusters Score -2239828 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15677 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -2239826.500000 Penalty: 4847.596191
	Iteration 90Q: 3 clusters Score -2239826 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15679 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -2239828.750000 Penalty: 4847.596191
	Iteration 91Q: 3 clusters Score -2239829 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15681 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -2239829.000000 Penalty: 4847.596191
	Iteration 92Q: 3 clusters Score -2239829 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15683 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -2239831.000000 Penalty: 4847.596191
	Iteration 93Q: 3 clusters Score -2239831 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15685 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -2239828.500000 Penalty: 4847.596191
	Iteration 94Q: 3 clusters Score -2239828 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15687 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -2239827.500000 Penalty: 4847.596191
	Iteration 95Q: 3 clusters Score -2239828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15690 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -2239826.000000 Penalty: 4847.596191
	Iteration 96Q: 3 clusters Score -2239826 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15691 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -2239825.500000 Penalty: 4847.596191
	Iteration 97Q: 3 clusters Score -2239826 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15693 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -2239826.750000 Penalty: 4847.596191
	Iteration 98Q: 3 clusters Score -2239827 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15695 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -2239828.250000 Penalty: 4847.596191
	Iteration 99Q: 3 clusters Score -2239828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15697 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -2239826.500000 Penalty: 4847.596191
	Iteration 100F: 3 clusters Score -2239826 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15699 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -2239823.000000 Penalty: 4847.596191
	Iteration 101Q: 3 clusters Score -2239823 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15701 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -2239825.250000 Penalty: 4847.596191
	Iteration 102Q: 3 clusters Score -2239825 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15705 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -2239828.750000 Penalty: 4847.596191
	Iteration 103Q: 3 clusters Score -2239829 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15710 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -2239830.000000 Penalty: 4847.596191
	Iteration 104Q: 3 clusters Score -2239830 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15714 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -2239831.500000 Penalty: 4847.596191
	Iteration 105Q: 3 clusters Score -2239832 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15717 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -2239832.750000 Penalty: 4847.596191
	Iteration 106Q: 3 clusters Score -2239833 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15719 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -2239835.250000 Penalty: 4847.596191
	Iteration 107Q: 3 clusters Score -2239835 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15720 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -2239832.500000 Penalty: 4847.596191
	Iteration 108Q: 3 clusters Score -2239832 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15722 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -2239835.750000 Penalty: 4847.596191
	Iteration 109Q: 3 clusters Score -2239836 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15725 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -2239836.500000 Penalty: 4847.596191
	Iteration 110Q: 3 clusters Score -2239836 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15728 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -2239836.500000 Penalty: 4847.596191
	Iteration 111Q: 3 clusters Score -2239836 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15728 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -2239836.500000 Penalty: 4847.596191
	Iteration 112F: 3 clusters Score -2239836 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (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: -65792.953125 Penalty: 1511.205322
	Iteration 0F: 2 clusters Score -65792.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -64406.269531 Penalty: 3022.410645
	Iteration 0F: 3 clusters Score -64406.27 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -64823.058594 Penalty: 3022.410645
	Iteration 1F: 3 clusters Score -64823.06 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -65064.687500 Penalty: 3022.410645
	Iteration 2F: 3 clusters Score -65064.69 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -65154.808594 Penalty: 3022.410645
	Iteration 3Q: 3 clusters Score -65154.81 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -65207.757812 Penalty: 3022.410645
	Iteration 4Q: 3 clusters Score -65207.76 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -65265.535156 Penalty: 3022.410645
	Iteration 5Q: 3 clusters Score -65265.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -65278.167969 Penalty: 3022.410645
	Iteration 6Q: 3 clusters Score -65278.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -65284.445312 Penalty: 3022.410645
	Iteration 7Q: 3 clusters Score -65284.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -65288.851562 Penalty: 3022.410645
	Iteration 8Q: 3 clusters Score -65288.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -65308.144531 Penalty: 3022.410645
	Iteration 9Q: 3 clusters Score -65308.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -65312.808594 Penalty: 3022.410645
	Iteration 10Q: 3 clusters Score -65312.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -65312.808594 Penalty: 3022.410645
	Iteration 11F: 3 clusters Score -65312.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (11731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11731 members 
Entering Unmasked Estep 
Score: -1477054.750000 Penalty: 2323.757568
	Iteration 0F: 2 clusters Score -1477055 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -1468231.625000 Penalty: 4647.515137
	Iteration 0F: 3 clusters Score -1468232 nChanged 4957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -1470814.125000 Penalty: 4647.515137
	Iteration 1F: 3 clusters Score -1470814 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -1471138.375000 Penalty: 4647.515137
	Iteration 2F: 3 clusters Score -1471138 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -1471438.000000 Penalty: 4647.515137
	Iteration 3F: 3 clusters Score -1471438 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -1471690.625000 Penalty: 4647.515137
	Iteration 4Q: 3 clusters Score -1471691 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -1471911.125000 Penalty: 4647.515137
	Iteration 5Q: 3 clusters Score -1471911 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -1472142.250000 Penalty: 4647.515137
	Iteration 6Q: 3 clusters Score -1472142 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -1472397.125000 Penalty: 4647.515137
	Iteration 7Q: 3 clusters Score -1472397 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -1472679.375000 Penalty: 4647.515137
	Iteration 8Q: 3 clusters Score -1472679 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -1473001.875000 Penalty: 4647.515137
	Iteration 9Q: 3 clusters Score -1473002 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -1473341.625000 Penalty: 4647.515137
	Iteration 10Q: 3 clusters Score -1473342 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -1473723.000000 Penalty: 4647.515137
	Iteration 11Q: 3 clusters Score -1473723 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -1474125.625000 Penalty: 4647.515137
	Iteration 12Q: 3 clusters Score -1474126 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -1474541.625000 Penalty: 4647.515137
	Iteration 13Q: 3 clusters Score -1474542 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -1474944.875000 Penalty: 4647.515137
	Iteration 14Q: 3 clusters Score -1474945 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -1475250.125000 Penalty: 4647.515137
	Iteration 15Q: 3 clusters Score -1475250 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -1475486.375000 Penalty: 4647.515137
	Iteration 16Q: 3 clusters Score -1475486 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -1475629.125000 Penalty: 4647.515137
	Iteration 17Q: 3 clusters Score -1475629 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -1475734.625000 Penalty: 4647.515137
	Iteration 18Q: 3 clusters Score -1475735 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -1475812.500000 Penalty: 4647.515137
	Iteration 19Q: 3 clusters Score -1475812 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -1475851.250000 Penalty: 4647.515137
	Iteration 20F: 3 clusters Score -1475851 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -1475867.125000 Penalty: 4647.515137
	Iteration 21Q: 3 clusters Score -1475867 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -1475881.875000 Penalty: 4647.515137
	Iteration 22Q: 3 clusters Score -1475882 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -1475892.000000 Penalty: 4647.515137
	Iteration 23Q: 3 clusters Score -1475892 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -1475898.625000 Penalty: 4647.515137
	Iteration 24Q: 3 clusters Score -1475899 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -1475897.500000 Penalty: 4647.515137
	Iteration 25Q: 3 clusters Score -1475898 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -1475902.625000 Penalty: 4647.515137
	Iteration 26Q: 3 clusters Score -1475903 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -1475907.375000 Penalty: 4647.515137
	Iteration 27Q: 3 clusters Score -1475907 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -1475906.750000 Penalty: 4647.515137
	Iteration 28Q: 3 clusters Score -1475907 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -1475911.250000 Penalty: 4647.515137
	Iteration 29Q: 3 clusters Score -1475911 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -1475909.875000 Penalty: 4647.515137
	Iteration 30Q: 3 clusters Score -1475910 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -1475908.375000 Penalty: 4647.515137
	Iteration 31Q: 3 clusters Score -1475908 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -1475908.500000 Penalty: 4647.515137
	Iteration 32Q: 3 clusters Score -1475908 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -1475912.875000 Penalty: 4647.515137
	Iteration 33Q: 3 clusters Score -1475913 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -1475911.625000 Penalty: 4647.515137
	Iteration 34Q: 3 clusters Score -1475912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -1475912.000000 Penalty: 4647.515137
	Iteration 35Q: 3 clusters Score -1475912 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -1475913.625000 Penalty: 4647.515137
	Iteration 36Q: 3 clusters Score -1475914 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -1475912.750000 Penalty: 4647.515137
	Iteration 37Q: 3 clusters Score -1475913 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -1475915.250000 Penalty: 4647.515137
	Iteration 38Q: 3 clusters Score -1475915 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -1475915.000000 Penalty: 4647.515137
	Iteration 39Q: 3 clusters Score -1475915 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -1475915.625000 Penalty: 4647.515137
	Iteration 40F: 3 clusters Score -1475916 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -1475916.625000 Penalty: 4647.515137
	Iteration 41Q: 3 clusters Score -1475917 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -1475916.625000 Penalty: 4647.515137
	Iteration 42Q: 3 clusters Score -1475917 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -1475915.500000 Penalty: 4647.515137
	Iteration 43Q: 3 clusters Score -1475916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -1475915.875000 Penalty: 4647.515137
	Iteration 44Q: 3 clusters Score -1475916 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -1475915.875000 Penalty: 4647.515137
	Iteration 45F: 3 clusters Score -1475916 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (61433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61433 members 
Entering Unmasked Estep 
Score: -7816377.000000 Penalty: 2734.374268
	Iteration 0F: 2 clusters Score -7816377 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30572 members 
Mstep: Class 2 contains 30861 members 
Entering Unmasked Estep 
Score: -7774946.500000 Penalty: 5468.748535
	Iteration 0F: 3 clusters Score -7774946 nChanged 28773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29993 members 
Mstep: Class 2 contains 31440 members 
Entering Unmasked Estep 
Score: -7791302.000000 Penalty: 5468.748535
	Iteration 1F: 3 clusters Score -7791302 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29677 members 
Mstep: Class 2 contains 31756 members 
Entering Unmasked Estep 
Score: -7792144.500000 Penalty: 5468.748535
	Iteration 2Q: 3 clusters Score -7792144 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29224 members 
Mstep: Class 2 contains 32209 members 
Entering Unmasked Estep 
Score: -7793154.500000 Penalty: 5468.748535
	Iteration 3Q: 3 clusters Score -7793154 nChanged 2805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28647 members 
Mstep: Class 2 contains 32786 members 
Entering Unmasked Estep 
Score: -7794464.000000 Penalty: 5468.748535
	Iteration 4Q: 3 clusters Score -7794464 nChanged 3084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27935 members 
Mstep: Class 2 contains 33498 members 
Entering Unmasked Estep 
Score: -7796016.500000 Penalty: 5468.748535
	Iteration 5F: 3 clusters Score -7796016 nChanged 3146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26995 members 
Mstep: Class 2 contains 34438 members 
Entering Unmasked Estep 
Score: -7797937.500000 Penalty: 5468.748535
	Iteration 6F: 3 clusters Score -7797938 nChanged 3306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25979 members 
Mstep: Class 2 contains 35454 members 
Entering Unmasked Estep 
Score: -7799932.000000 Penalty: 5468.748535
	Iteration 7F: 3 clusters Score -7799932 nChanged 3310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24869 members 
Mstep: Class 2 contains 36564 members 
Entering Unmasked Estep 
Score: -7801866.500000 Penalty: 5468.748535
	Iteration 8F: 3 clusters Score -7801866 nChanged 3122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23817 members 
Mstep: Class 2 contains 37616 members 
Entering Unmasked Estep 
Score: -7803671.500000 Penalty: 5468.748535
	Iteration 9F: 3 clusters Score -7803672 nChanged 2838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22799 members 
Mstep: Class 2 contains 38634 members 
Entering Unmasked Estep 
Score: -7805211.000000 Penalty: 5468.748535
	Iteration 10Q: 3 clusters Score -7805211 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21949 members 
Mstep: Class 2 contains 39484 members 
Entering Unmasked Estep 
Score: -7806329.000000 Penalty: 5468.748535
	Iteration 11Q: 3 clusters Score -7806329 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21202 members 
Mstep: Class 2 contains 40231 members 
Entering Unmasked Estep 
Score: -7807058.000000 Penalty: 5468.748535
	Iteration 12Q: 3 clusters Score -7807058 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20584 members 
Mstep: Class 2 contains 40849 members 
Entering Unmasked Estep 
Score: -7807483.500000 Penalty: 5468.748535
	Iteration 13Q: 3 clusters Score -7807484 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20076 members 
Mstep: Class 2 contains 41357 members 
Entering Unmasked Estep 
Score: -7807786.500000 Penalty: 5468.748535
	Iteration 14Q: 3 clusters Score -7807786 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19639 members 
Mstep: Class 2 contains 41794 members 
Entering Unmasked Estep 
Score: -7807992.500000 Penalty: 5468.748535
	Iteration 15Q: 3 clusters Score -7807992 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19266 members 
Mstep: Class 2 contains 42167 members 
Entering Unmasked Estep 
Score: -7808153.000000 Penalty: 5468.748535
	Iteration 16Q: 3 clusters Score -7808153 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18900 members 
Mstep: Class 2 contains 42533 members 
Entering Unmasked Estep 
Score: -7808268.000000 Penalty: 5468.748535
	Iteration 17Q: 3 clusters Score -7808268 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18549 members 
Mstep: Class 2 contains 42884 members 
Entering Unmasked Estep 
Score: -7808354.000000 Penalty: 5468.748535
	Iteration 18Q: 3 clusters Score -7808354 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18200 members 
Mstep: Class 2 contains 43233 members 
Entering Unmasked Estep 
Score: -7808425.000000 Penalty: 5468.748535
	Iteration 19Q: 3 clusters Score -7808425 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17908 members 
Mstep: Class 2 contains 43525 members 
Entering Unmasked Estep 
Score: -7808502.500000 Penalty: 5468.748535
	Iteration 20F: 3 clusters Score -7808502 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17611 members 
Mstep: Class 2 contains 43822 members 
Entering Unmasked Estep 
Score: -7808541.000000 Penalty: 5468.748535
	Iteration 21Q: 3 clusters Score -7808541 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17299 members 
Mstep: Class 2 contains 44134 members 
Entering Unmasked Estep 
Score: -7808581.000000 Penalty: 5468.748535
	Iteration 22Q: 3 clusters Score -7808581 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16968 members 
Mstep: Class 2 contains 44465 members 
Entering Unmasked Estep 
Score: -7808659.000000 Penalty: 5468.748535
	Iteration 23Q: 3 clusters Score -7808659 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16650 members 
Mstep: Class 2 contains 44783 members 
Entering Unmasked Estep 
Score: -7808722.500000 Penalty: 5468.748535
	Iteration 24Q: 3 clusters Score -7808722 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16268 members 
Mstep: Class 2 contains 45165 members 
Entering Unmasked Estep 
Score: -7808801.500000 Penalty: 5468.748535
	Iteration 25Q: 3 clusters Score -7808802 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15839 members 
Mstep: Class 2 contains 45594 members 
Entering Unmasked Estep 
Score: -7808870.500000 Penalty: 5468.748535
	Iteration 26Q: 3 clusters Score -7808870 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15422 members 
Mstep: Class 2 contains 46011 members 
Entering Unmasked Estep 
Score: -7808927.500000 Penalty: 5468.748535
	Iteration 27Q: 3 clusters Score -7808928 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14947 members 
Mstep: Class 2 contains 46486 members 
Entering Unmasked Estep 
Score: -7809030.500000 Penalty: 5468.748535
	Iteration 28Q: 3 clusters Score -7809030 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14421 members 
Mstep: Class 2 contains 47012 members 
Entering Unmasked Estep 
Score: -7809120.500000 Penalty: 5468.748535
	Iteration 29Q: 3 clusters Score -7809120 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13847 members 
Mstep: Class 2 contains 47586 members 
Entering Unmasked Estep 
Score: -7809256.500000 Penalty: 5468.748535
	Iteration 30Q: 3 clusters Score -7809256 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13180 members 
Mstep: Class 2 contains 48253 members 
Entering Unmasked Estep 
Score: -7809465.000000 Penalty: 5468.748535
	Iteration 31Q: 3 clusters Score -7809465 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12405 members 
Mstep: Class 2 contains 49028 members 
Entering Unmasked Estep 
Score: -7809675.500000 Penalty: 5468.748535
	Iteration 32Q: 3 clusters Score -7809676 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11591 members 
Mstep: Class 2 contains 49842 members 
Entering Unmasked Estep 
Score: -7809955.000000 Penalty: 5468.748535
	Iteration 33Q: 3 clusters Score -7809955 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10710 members 
Mstep: Class 2 contains 50723 members 
Entering Unmasked Estep 
Score: -7810255.500000 Penalty: 5468.748535
	Iteration 34Q: 3 clusters Score -7810256 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 51648 members 
Entering Unmasked Estep 
Score: -7810562.000000 Penalty: 5468.748535
	Iteration 35Q: 3 clusters Score -7810562 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 52668 members 
Entering Unmasked Estep 
Score: -7810996.000000 Penalty: 5468.748535
	Iteration 36Q: 3 clusters Score -7810996 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 53646 members 
Entering Unmasked Estep 
Score: -7811372.000000 Penalty: 5468.748535
	Iteration 37Q: 3 clusters Score -7811372 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 54571 members 
Entering Unmasked Estep 
Score: -7811770.500000 Penalty: 5468.748535
	Iteration 38Q: 3 clusters Score -7811770 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 55431 members 
Entering Unmasked Estep 
Score: -7812178.000000 Penalty: 5468.748535
	Iteration 39Q: 3 clusters Score -7812178 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 56212 members 
Entering Unmasked Estep 
Score: -7812530.000000 Penalty: 5468.748535
	Iteration 40F: 3 clusters Score -7812530 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 56887 members 
Entering Unmasked Estep 
Score: -7812807.000000 Penalty: 5468.748535
	Iteration 41Q: 3 clusters Score -7812807 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 57416 members 
Entering Unmasked Estep 
Score: -7813015.500000 Penalty: 5468.748535
	Iteration 42Q: 3 clusters Score -7813016 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 57862 members 
Entering Unmasked Estep 
Score: -7813234.500000 Penalty: 5468.748535
	Iteration 43Q: 3 clusters Score -7813234 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 58224 members 
Entering Unmasked Estep 
Score: -7813389.000000 Penalty: 5468.748535
	Iteration 44Q: 3 clusters Score -7813389 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 58544 members 
Entering Unmasked Estep 
Score: -7813516.500000 Penalty: 5468.748535
	Iteration 45Q: 3 clusters Score -7813516 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 58822 members 
Entering Unmasked Estep 
Score: -7813625.500000 Penalty: 5468.748535
	Iteration 46Q: 3 clusters Score -7813626 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 59046 members 
Entering Unmasked Estep 
Score: -7813698.500000 Penalty: 5468.748535
	Iteration 47Q: 3 clusters Score -7813698 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 59223 members 
Entering Unmasked Estep 
Score: -7813773.500000 Penalty: 5468.748535
	Iteration 48Q: 3 clusters Score -7813774 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 59349 members 
Entering Unmasked Estep 
Score: -7813831.000000 Penalty: 5468.748535
	Iteration 49Q: 3 clusters Score -7813831 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 59449 members 
Entering Unmasked Estep 
Score: -7813868.000000 Penalty: 5468.748535
	Iteration 50Q: 3 clusters Score -7813868 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 59535 members 
Entering Unmasked Estep 
Score: -7813897.000000 Penalty: 5468.748535
	Iteration 51Q: 3 clusters Score -7813897 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 59607 members 
Entering Unmasked Estep 
Score: -7813936.000000 Penalty: 5468.748535
	Iteration 52Q: 3 clusters Score -7813936 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 59684 members 
Entering Unmasked Estep 
Score: -7813984.500000 Penalty: 5468.748535
	Iteration 53Q: 3 clusters Score -7813984 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 59748 members 
Entering Unmasked Estep 
Score: -7814001.500000 Penalty: 5468.748535
	Iteration 54Q: 3 clusters Score -7814002 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 59798 members 
Entering Unmasked Estep 
Score: -7814034.500000 Penalty: 5468.748535
	Iteration 55Q: 3 clusters Score -7814034 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 59845 members 
Entering Unmasked Estep 
Score: -7814049.000000 Penalty: 5468.748535
	Iteration 56Q: 3 clusters Score -7814049 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 59885 members 
Entering Unmasked Estep 
Score: -7814068.500000 Penalty: 5468.748535
	Iteration 57Q: 3 clusters Score -7814068 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 59920 members 
Entering Unmasked Estep 
Score: -7814081.500000 Penalty: 5468.748535
	Iteration 58Q: 3 clusters Score -7814082 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 59961 members 
Entering Unmasked Estep 
Score: -7814083.000000 Penalty: 5468.748535
	Iteration 59Q: 3 clusters Score -7814083 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 59984 members 
Entering Unmasked Estep 
Score: -7814082.000000 Penalty: 5468.748535
	Iteration 60F: 3 clusters Score -7814082 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 60002 members 
Entering Unmasked Estep 
Score: -7814098.000000 Penalty: 5468.748535
	Iteration 61Q: 3 clusters Score -7814098 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 60019 members 
Entering Unmasked Estep 
Score: -7814106.500000 Penalty: 5468.748535
	Iteration 62Q: 3 clusters Score -7814106 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 60029 members 
Entering Unmasked Estep 
Score: -7814106.000000 Penalty: 5468.748535
	Iteration 63Q: 3 clusters Score -7814106 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 60041 members 
Entering Unmasked Estep 
Score: -7814118.000000 Penalty: 5468.748535
	Iteration 64Q: 3 clusters Score -7814118 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 60051 members 
Entering Unmasked Estep 
Score: -7814119.000000 Penalty: 5468.748535
	Iteration 65Q: 3 clusters Score -7814119 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 60060 members 
Entering Unmasked Estep 
Score: -7814127.000000 Penalty: 5468.748535
	Iteration 66Q: 3 clusters Score -7814127 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 60065 members 
Entering Unmasked Estep 
Score: -7814116.500000 Penalty: 5468.748535
	Iteration 67Q: 3 clusters Score -7814116 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 60076 members 
Entering Unmasked Estep 
Score: -7814133.000000 Penalty: 5468.748535
	Iteration 68Q: 3 clusters Score -7814133 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 60091 members 
Entering Unmasked Estep 
Score: -7814140.000000 Penalty: 5468.748535
	Iteration 69Q: 3 clusters Score -7814140 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 60103 members 
Entering Unmasked Estep 
Score: -7814149.000000 Penalty: 5468.748535
	Iteration 70Q: 3 clusters Score -7814149 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 60115 members 
Entering Unmasked Estep 
Score: -7814143.000000 Penalty: 5468.748535
	Iteration 71Q: 3 clusters Score -7814143 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 60127 members 
Entering Unmasked Estep 
Score: -7814150.500000 Penalty: 5468.748535
	Iteration 72Q: 3 clusters Score -7814150 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 60135 members 
Entering Unmasked Estep 
Score: -7814158.000000 Penalty: 5468.748535
	Iteration 73Q: 3 clusters Score -7814158 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 60136 members 
Entering Unmasked Estep 
Score: -7814170.000000 Penalty: 5468.748535
	Iteration 74Q: 3 clusters Score -7814170 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 60136 members 
Entering Unmasked Estep 
Score: -7814174.500000 Penalty: 5468.748535
	Iteration 75Q: 3 clusters Score -7814174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 60138 members 
Entering Unmasked Estep 
Score: -7814170.500000 Penalty: 5468.748535
	Iteration 76Q: 3 clusters Score -7814170 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 60140 members 
Entering Unmasked Estep 
Score: -7814173.500000 Penalty: 5468.748535
	Iteration 77Q: 3 clusters Score -7814174 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 60143 members 
Entering Unmasked Estep 
Score: -7814177.000000 Penalty: 5468.748535
	Iteration 78Q: 3 clusters Score -7814177 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 60146 members 
Entering Unmasked Estep 
Score: -7814180.000000 Penalty: 5468.748535
	Iteration 79Q: 3 clusters Score -7814180 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 60151 members 
Entering Unmasked Estep 
Score: -7814182.500000 Penalty: 5468.748535
	Iteration 80F: 3 clusters Score -7814182 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 60154 members 
Entering Unmasked Estep 
Score: -7814180.000000 Penalty: 5468.748535
	Iteration 81Q: 3 clusters Score -7814180 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 60158 members 
Entering Unmasked Estep 
Score: -7814181.000000 Penalty: 5468.748535
	Iteration 82Q: 3 clusters Score -7814181 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 60161 members 
Entering Unmasked Estep 
Score: -7814178.000000 Penalty: 5468.748535
	Iteration 83Q: 3 clusters Score -7814178 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 60166 members 
Entering Unmasked Estep 
Score: -7814176.500000 Penalty: 5468.748535
	Iteration 84Q: 3 clusters Score -7814176 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 60170 members 
Entering Unmasked Estep 
Score: -7814176.000000 Penalty: 5468.748535
	Iteration 85Q: 3 clusters Score -7814176 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 60173 members 
Entering Unmasked Estep 
Score: -7814176.500000 Penalty: 5468.748535
	Iteration 86Q: 3 clusters Score -7814176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 60175 members 
Entering Unmasked Estep 
Score: -7814178.500000 Penalty: 5468.748535
	Iteration 87Q: 3 clusters Score -7814178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 60177 members 
Entering Unmasked Estep 
Score: -7814175.000000 Penalty: 5468.748535
	Iteration 88Q: 3 clusters Score -7814175 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 60178 members 
Entering Unmasked Estep 
Score: -7814171.500000 Penalty: 5468.748535
	Iteration 89Q: 3 clusters Score -7814172 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 60181 members 
Entering Unmasked Estep 
Score: -7814178.000000 Penalty: 5468.748535
	Iteration 90Q: 3 clusters Score -7814178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 60184 members 
Entering Unmasked Estep 
Score: -7814176.500000 Penalty: 5468.748535
	Iteration 91Q: 3 clusters Score -7814176 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 60187 members 
Entering Unmasked Estep 
Score: -7814185.500000 Penalty: 5468.748535
	Iteration 92Q: 3 clusters Score -7814186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 60190 members 
Entering Unmasked Estep 
Score: -7814182.500000 Penalty: 5468.748535
	Iteration 93Q: 3 clusters Score -7814182 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 60190 members 
Entering Unmasked Estep 
Score: -7814190.500000 Penalty: 5468.748535
	Iteration 94Q: 3 clusters Score -7814190 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 60189 members 
Entering Unmasked Estep 
Score: -7814188.500000 Penalty: 5468.748535
	Iteration 95Q: 3 clusters Score -7814188 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 60189 members 
Entering Unmasked Estep 
Score: -7814188.500000 Penalty: 5468.748535
	Iteration 96F: 3 clusters Score -7814188 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (26498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26498 members 
Entering Unmasked Estep 
Score: -3338411.500000 Penalty: 2525.836670
	Iteration 0F: 2 clusters Score -3338412 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13349 members 
Mstep: Class 2 contains 13149 members 
Entering Unmasked Estep 
Score: -3320261.750000 Penalty: 5051.673340
	Iteration 0F: 3 clusters Score -3320262 nChanged 11875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13594 members 
Mstep: Class 2 contains 12904 members 
Entering Unmasked Estep 
Score: -3326516.750000 Penalty: 5051.673340
	Iteration 1F: 3 clusters Score -3326517 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13761 members 
Mstep: Class 2 contains 12737 members 
Entering Unmasked Estep 
Score: -3326953.750000 Penalty: 5051.673340
	Iteration 2Q: 3 clusters Score -3326954 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14002 members 
Mstep: Class 2 contains 12496 members 
Entering Unmasked Estep 
Score: -3327302.000000 Penalty: 5051.673340
	Iteration 3Q: 3 clusters Score -3327302 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14306 members 
Mstep: Class 2 contains 12192 members 
Entering Unmasked Estep 
Score: -3327636.500000 Penalty: 5051.673340
	Iteration 4Q: 3 clusters Score -3327636 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14691 members 
Mstep: Class 2 contains 11807 members 
Entering Unmasked Estep 
Score: -3327977.750000 Penalty: 5051.673340
	Iteration 5Q: 3 clusters Score -3327978 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15240 members 
Mstep: Class 2 contains 11258 members 
Entering Unmasked Estep 
Score: -3328365.750000 Penalty: 5051.673340
	Iteration 6Q: 3 clusters Score -3328366 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15887 members 
Mstep: Class 2 contains 10611 members 
Entering Unmasked Estep 
Score: -3328888.250000 Penalty: 5051.673340
	Iteration 7Q: 3 clusters Score -3328888 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16697 members 
Mstep: Class 2 contains 9801 members 
Entering Unmasked Estep 
Score: -3329510.500000 Penalty: 5051.673340
	Iteration 8Q: 3 clusters Score -3329510 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17710 members 
Mstep: Class 2 contains 8788 members 
Entering Unmasked Estep 
Score: -3330290.000000 Penalty: 5051.673340
	Iteration 9Q: 3 clusters Score -3330290 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18931 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -3331200.250000 Penalty: 5051.673340
	Iteration 10F: 3 clusters Score -3331200 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20226 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -3332160.500000 Penalty: 5051.673340
	Iteration 11F: 3 clusters Score -3332160 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21509 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -3333194.000000 Penalty: 5051.673340
	Iteration 12Q: 3 clusters Score -3333194 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22665 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -3334129.750000 Penalty: 5051.673340
	Iteration 13Q: 3 clusters Score -3334130 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23565 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -3334843.000000 Penalty: 5051.673340
	Iteration 14Q: 3 clusters Score -3334843 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24215 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -3335365.500000 Penalty: 5051.673340
	Iteration 15Q: 3 clusters Score -3335366 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24656 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -3335642.500000 Penalty: 5051.673340
	Iteration 16Q: 3 clusters Score -3335642 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24939 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -3335877.500000 Penalty: 5051.673340
	Iteration 17Q: 3 clusters Score -3335878 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25139 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -3336048.500000 Penalty: 5051.673340
	Iteration 18Q: 3 clusters Score -3336048 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25273 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -3336166.750000 Penalty: 5051.673340
	Iteration 19Q: 3 clusters Score -3336167 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25364 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -3336242.000000 Penalty: 5051.673340
	Iteration 20F: 3 clusters Score -3336242 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25430 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -3336285.250000 Penalty: 5051.673340
	Iteration 21Q: 3 clusters Score -3336285 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25479 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -3336318.500000 Penalty: 5051.673340
	Iteration 22Q: 3 clusters Score -3336318 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25508 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -3336335.250000 Penalty: 5051.673340
	Iteration 23Q: 3 clusters Score -3336335 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25530 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -3336349.500000 Penalty: 5051.673340
	Iteration 24Q: 3 clusters Score -3336350 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25547 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -3336359.250000 Penalty: 5051.673340
	Iteration 25Q: 3 clusters Score -3336359 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25562 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -3336366.750000 Penalty: 5051.673340
	Iteration 26Q: 3 clusters Score -3336367 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25579 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -3336380.000000 Penalty: 5051.673340
	Iteration 27Q: 3 clusters Score -3336380 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25584 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -3336388.750000 Penalty: 5051.673340
	Iteration 28Q: 3 clusters Score -3336389 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25595 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -3336391.000000 Penalty: 5051.673340
	Iteration 29Q: 3 clusters Score -3336391 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25608 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -3336397.750000 Penalty: 5051.673340
	Iteration 30Q: 3 clusters Score -3336398 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25618 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -3336404.500000 Penalty: 5051.673340
	Iteration 31Q: 3 clusters Score -3336404 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25624 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -3336407.250000 Penalty: 5051.673340
	Iteration 32Q: 3 clusters Score -3336407 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25626 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -3336410.000000 Penalty: 5051.673340
	Iteration 33Q: 3 clusters Score -3336410 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25632 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -3336410.250000 Penalty: 5051.673340
	Iteration 34Q: 3 clusters Score -3336410 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25636 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -3336413.250000 Penalty: 5051.673340
	Iteration 35Q: 3 clusters Score -3336413 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25639 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -3336416.750000 Penalty: 5051.673340
	Iteration 36Q: 3 clusters Score -3336417 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25643 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -3336418.750000 Penalty: 5051.673340
	Iteration 37Q: 3 clusters Score -3336419 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25648 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -3336420.750000 Penalty: 5051.673340
	Iteration 38Q: 3 clusters Score -3336421 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25648 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -3336420.750000 Penalty: 5051.673340
	Iteration 39Q: 3 clusters Score -3336421 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25650 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -3336422.250000 Penalty: 5051.673340
	Iteration 40F: 3 clusters Score -3336422 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25654 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -3336424.000000 Penalty: 5051.673340
	Iteration 41Q: 3 clusters Score -3336424 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25661 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -3336429.250000 Penalty: 5051.673340
	Iteration 42Q: 3 clusters Score -3336429 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25666 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -3336432.250000 Penalty: 5051.673340
	Iteration 43Q: 3 clusters Score -3336432 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25675 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -3336433.500000 Penalty: 5051.673340
	Iteration 44Q: 3 clusters Score -3336434 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25681 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -3336437.750000 Penalty: 5051.673340
	Iteration 45Q: 3 clusters Score -3336438 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25684 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -3336438.250000 Penalty: 5051.673340
	Iteration 46Q: 3 clusters Score -3336438 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25686 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -3336440.000000 Penalty: 5051.673340
	Iteration 47Q: 3 clusters Score -3336440 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25691 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -3336445.750000 Penalty: 5051.673340
	Iteration 48Q: 3 clusters Score -3336446 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25694 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -3336443.000000 Penalty: 5051.673340
	Iteration 49Q: 3 clusters Score -3336443 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25696 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -3336447.500000 Penalty: 5051.673340
	Iteration 50Q: 3 clusters Score -3336448 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25695 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -3336451.750000 Penalty: 5051.673340
	Iteration 51Q: 3 clusters Score -3336452 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25695 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -3336452.750000 Penalty: 5051.673340
	Iteration 52Q: 3 clusters Score -3336453 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25697 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -3336451.500000 Penalty: 5051.673340
	Iteration 53Q: 3 clusters Score -3336452 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25698 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -3336450.250000 Penalty: 5051.673340
	Iteration 54Q: 3 clusters Score -3336450 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25699 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -3336447.500000 Penalty: 5051.673340
	Iteration 55Q: 3 clusters Score -3336448 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25700 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -3336449.000000 Penalty: 5051.673340
	Iteration 56Q: 3 clusters Score -3336449 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25700 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -3336449.000000 Penalty: 5051.673340
	Iteration 57F: 3 clusters Score -3336449 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (7333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Entering Unmasked Estep 
Score: -916780.875000 Penalty: 2207.234619
	Iteration 0F: 2 clusters Score -916780.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -910822.125000 Penalty: 4414.469238
	Iteration 0F: 3 clusters Score -910822.1 nChanged 2923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -912353.875000 Penalty: 4414.469238
	Iteration 1F: 3 clusters Score -912353.9 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -912649.312500 Penalty: 4414.469238
	Iteration 2F: 3 clusters Score -912649.3 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -912865.312500 Penalty: 4414.469238
	Iteration 3F: 3 clusters Score -912865.3 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -913042.125000 Penalty: 4414.469238
	Iteration 4Q: 3 clusters Score -913042.1 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -913180.687500 Penalty: 4414.469238
	Iteration 5Q: 3 clusters Score -913180.7 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -913329.250000 Penalty: 4414.469238
	Iteration 6Q: 3 clusters Score -913329.2 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -913491.625000 Penalty: 4414.469238
	Iteration 7Q: 3 clusters Score -913491.6 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -913698.812500 Penalty: 4414.469238
	Iteration 8Q: 3 clusters Score -913698.8 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -913884.875000 Penalty: 4414.469238
	Iteration 9Q: 3 clusters Score -913884.9 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -914057.625000 Penalty: 4414.469238
	Iteration 10Q: 3 clusters Score -914057.6 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -914209.875000 Penalty: 4414.469238
	Iteration 11Q: 3 clusters Score -914209.9 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -914357.187500 Penalty: 4414.469238
	Iteration 12Q: 3 clusters Score -914357.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -914493.187500 Penalty: 4414.469238
	Iteration 13Q: 3 clusters Score -914493.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -914620.500000 Penalty: 4414.469238
	Iteration 14Q: 3 clusters Score -914620.5 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -914737.625000 Penalty: 4414.469238
	Iteration 15Q: 3 clusters Score -914737.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -914842.062500 Penalty: 4414.469238
	Iteration 16Q: 3 clusters Score -914842.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -914960.250000 Penalty: 4414.469238
	Iteration 17Q: 3 clusters Score -914960.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -915120.687500 Penalty: 4414.469238
	Iteration 18Q: 3 clusters Score -915120.7 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -915337.687500 Penalty: 4414.469238
	Iteration 19Q: 3 clusters Score -915337.7 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -915603.562500 Penalty: 4414.469238
	Iteration 20F: 3 clusters Score -915603.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -915831.062500 Penalty: 4414.469238
	Iteration 21Q: 3 clusters Score -915831.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -916006.250000 Penalty: 4414.469238
	Iteration 22Q: 3 clusters Score -916006.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -916100.437500 Penalty: 4414.469238
	Iteration 23Q: 3 clusters Score -916100.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -916156.750000 Penalty: 4414.469238
	Iteration 24Q: 3 clusters Score -916156.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -916189.562500 Penalty: 4414.469238
	Iteration 25Q: 3 clusters Score -916189.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -916217.187500 Penalty: 4414.469238
	Iteration 26Q: 3 clusters Score -916217.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -916234.875000 Penalty: 4414.469238
	Iteration 27Q: 3 clusters Score -916234.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -916249.000000 Penalty: 4414.469238
	Iteration 28Q: 3 clusters Score -916249 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -916258.125000 Penalty: 4414.469238
	Iteration 29Q: 3 clusters Score -916258.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -916262.625000 Penalty: 4414.469238
	Iteration 30Q: 3 clusters Score -916262.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -916269.375000 Penalty: 4414.469238
	Iteration 31Q: 3 clusters Score -916269.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -916275.687500 Penalty: 4414.469238
	Iteration 32Q: 3 clusters Score -916275.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -916277.625000 Penalty: 4414.469238
	Iteration 33Q: 3 clusters Score -916277.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -916280.562500 Penalty: 4414.469238
	Iteration 34Q: 3 clusters Score -916280.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -916284.062500 Penalty: 4414.469238
	Iteration 35Q: 3 clusters Score -916284.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -916291.625000 Penalty: 4414.469238
	Iteration 36Q: 3 clusters Score -916291.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -916300.750000 Penalty: 4414.469238
	Iteration 37Q: 3 clusters Score -916300.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -916308.125000 Penalty: 4414.469238
	Iteration 38Q: 3 clusters Score -916308.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -916315.812500 Penalty: 4414.469238
	Iteration 39Q: 3 clusters Score -916315.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -916325.625000 Penalty: 4414.469238
	Iteration 40F: 3 clusters Score -916325.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -916336.375000 Penalty: 4414.469238
	Iteration 41Q: 3 clusters Score -916336.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -916357.750000 Penalty: 4414.469238
	Iteration 42Q: 3 clusters Score -916357.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -916371.375000 Penalty: 4414.469238
	Iteration 43Q: 3 clusters Score -916371.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -916385.500000 Penalty: 4414.469238
	Iteration 44Q: 3 clusters Score -916385.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -916396.062500 Penalty: 4414.469238
	Iteration 45Q: 3 clusters Score -916396.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -916408.750000 Penalty: 4414.469238
	Iteration 46Q: 3 clusters Score -916408.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -916418.562500 Penalty: 4414.469238
	Iteration 47Q: 3 clusters Score -916418.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -916433.437500 Penalty: 4414.469238
	Iteration 48Q: 3 clusters Score -916433.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -916444.875000 Penalty: 4414.469238
	Iteration 49Q: 3 clusters Score -916444.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -916460.937500 Penalty: 4414.469238
	Iteration 50Q: 3 clusters Score -916460.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -916476.375000 Penalty: 4414.469238
	Iteration 51Q: 3 clusters Score -916476.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -916488.937500 Penalty: 4414.469238
	Iteration 52Q: 3 clusters Score -916488.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -916496.750000 Penalty: 4414.469238
	Iteration 53Q: 3 clusters Score -916496.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -916508.625000 Penalty: 4414.469238
	Iteration 54Q: 3 clusters Score -916508.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -916518.187500 Penalty: 4414.469238
	Iteration 55Q: 3 clusters Score -916518.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -916523.937500 Penalty: 4414.469238
	Iteration 56Q: 3 clusters Score -916523.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -916527.062500 Penalty: 4414.469238
	Iteration 57Q: 3 clusters Score -916527.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -916534.625000 Penalty: 4414.469238
	Iteration 58Q: 3 clusters Score -916534.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -916538.500000 Penalty: 4414.469238
	Iteration 59Q: 3 clusters Score -916538.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -916540.937500 Penalty: 4414.469238
	Iteration 60F: 3 clusters Score -916540.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -916543.625000 Penalty: 4414.469238
	Iteration 61Q: 3 clusters Score -916543.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -916548.312500 Penalty: 4414.469238
	Iteration 62Q: 3 clusters Score -916548.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -916550.375000 Penalty: 4414.469238
	Iteration 63Q: 3 clusters Score -916550.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -916554.500000 Penalty: 4414.469238
	Iteration 64Q: 3 clusters Score -916554.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -916555.375000 Penalty: 4414.469238
	Iteration 65Q: 3 clusters Score -916555.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -916557.687500 Penalty: 4414.469238
	Iteration 66Q: 3 clusters Score -916557.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -916559.187500 Penalty: 4414.469238
	Iteration 67Q: 3 clusters Score -916559.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -916562.187500 Penalty: 4414.469238
	Iteration 68Q: 3 clusters Score -916562.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -916562.375000 Penalty: 4414.469238
	Iteration 69Q: 3 clusters Score -916562.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -916565.437500 Penalty: 4414.469238
	Iteration 70Q: 3 clusters Score -916565.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -916566.937500 Penalty: 4414.469238
	Iteration 71Q: 3 clusters Score -916566.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -916567.062500 Penalty: 4414.469238
	Iteration 72Q: 3 clusters Score -916567.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -916566.187500 Penalty: 4414.469238
	Iteration 73Q: 3 clusters Score -916566.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -916568.562500 Penalty: 4414.469238
	Iteration 74Q: 3 clusters Score -916568.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -916567.562500 Penalty: 4414.469238
	Iteration 75Q: 3 clusters Score -916567.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -916568.562500 Penalty: 4414.469238
	Iteration 76Q: 3 clusters Score -916568.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -916568.250000 Penalty: 4414.469238
	Iteration 77Q: 3 clusters Score -916568.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -916569.437500 Penalty: 4414.469238
	Iteration 78Q: 3 clusters Score -916569.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -916569.812500 Penalty: 4414.469238
	Iteration 79Q: 3 clusters Score -916569.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -916569.812500 Penalty: 4414.469238
	Iteration 80F: 3 clusters Score -916569.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Entering Unmasked Estep 
Score: -33839.417969 Penalty: 1373.258911
	Iteration 0F: 2 clusters Score -33839.42 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 121 members 
Entering Unmasked Estep 
Score: -32642.685547 Penalty: 2746.517822
	Iteration 0F: 3 clusters Score -32642.69 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -32860.832031 Penalty: 2746.517822
	Iteration 1F: 3 clusters Score -32860.83 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -32931.171875 Penalty: 2746.517822
	Iteration 2Q: 3 clusters Score -32931.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -32988.945312 Penalty: 2746.517822
	Iteration 3Q: 3 clusters Score -32988.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -33019.585938 Penalty: 2746.517822
	Iteration 4Q: 3 clusters Score -33019.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -33023.468750 Penalty: 2746.517822
	Iteration 5Q: 3 clusters Score -33023.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -33029.242188 Penalty: 2746.517822
	Iteration 6Q: 3 clusters Score -33029.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -33037.625000 Penalty: 2746.517822
	Iteration 7Q: 3 clusters Score -33037.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -33041.648438 Penalty: 2746.517822
	Iteration 8Q: 3 clusters Score -33041.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -33041.648438 Penalty: 2746.517822
	Iteration 9F: 3 clusters Score -33041.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (3645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Entering Unmasked Estep 
Score: -453650.968750 Penalty: 2033.875732
	Iteration 0F: 2 clusters Score -453651 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -449944.437500 Penalty: 4067.751465
	Iteration 0F: 3 clusters Score -449944.4 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -450707.937500 Penalty: 4067.751465
	Iteration 1F: 3 clusters Score -450707.9 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -450888.187500 Penalty: 4067.751465
	Iteration 2F: 3 clusters Score -450888.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -450997.437500 Penalty: 4067.751465
	Iteration 3Q: 3 clusters Score -450997.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -451075.968750 Penalty: 4067.751465
	Iteration 4Q: 3 clusters Score -451076 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -451138.906250 Penalty: 4067.751465
	Iteration 5Q: 3 clusters Score -451138.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -451202.343750 Penalty: 4067.751465
	Iteration 6Q: 3 clusters Score -451202.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -451268.687500 Penalty: 4067.751465
	Iteration 7Q: 3 clusters Score -451268.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -451326.062500 Penalty: 4067.751465
	Iteration 8Q: 3 clusters Score -451326.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -451373.031250 Penalty: 4067.751465
	Iteration 9Q: 3 clusters Score -451373 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -451418.312500 Penalty: 4067.751465
	Iteration 10Q: 3 clusters Score -451418.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -451470.937500 Penalty: 4067.751465
	Iteration 11Q: 3 clusters Score -451470.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -451513.875000 Penalty: 4067.751465
	Iteration 12Q: 3 clusters Score -451513.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -451547.437500 Penalty: 4067.751465
	Iteration 13Q: 3 clusters Score -451547.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -451575.468750 Penalty: 4067.751465
	Iteration 14Q: 3 clusters Score -451575.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -451601.218750 Penalty: 4067.751465
	Iteration 15Q: 3 clusters Score -451601.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -451628.250000 Penalty: 4067.751465
	Iteration 16Q: 3 clusters Score -451628.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -451649.406250 Penalty: 4067.751465
	Iteration 17Q: 3 clusters Score -451649.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -451672.093750 Penalty: 4067.751465
	Iteration 18Q: 3 clusters Score -451672.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -451695.937500 Penalty: 4067.751465
	Iteration 19Q: 3 clusters Score -451695.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -451716.281250 Penalty: 4067.751465
	Iteration 20F: 3 clusters Score -451716.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -451735.781250 Penalty: 4067.751465
	Iteration 21Q: 3 clusters Score -451735.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -451761.031250 Penalty: 4067.751465
	Iteration 22Q: 3 clusters Score -451761 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -451781.531250 Penalty: 4067.751465
	Iteration 23Q: 3 clusters Score -451781.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -451801.343750 Penalty: 4067.751465
	Iteration 24Q: 3 clusters Score -451801.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -451810.093750 Penalty: 4067.751465
	Iteration 25Q: 3 clusters Score -451810.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -451818.968750 Penalty: 4067.751465
	Iteration 26Q: 3 clusters Score -451819 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -451828.843750 Penalty: 4067.751465
	Iteration 27Q: 3 clusters Score -451828.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -451834.906250 Penalty: 4067.751465
	Iteration 28Q: 3 clusters Score -451834.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -451841.437500 Penalty: 4067.751465
	Iteration 29Q: 3 clusters Score -451841.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -451845.812500 Penalty: 4067.751465
	Iteration 30Q: 3 clusters Score -451845.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -451848.125000 Penalty: 4067.751465
	Iteration 31Q: 3 clusters Score -451848.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -451852.187500 Penalty: 4067.751465
	Iteration 32Q: 3 clusters Score -451852.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -451857.125000 Penalty: 4067.751465
	Iteration 33Q: 3 clusters Score -451857.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -451861.468750 Penalty: 4067.751465
	Iteration 34Q: 3 clusters Score -451861.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -451868.437500 Penalty: 4067.751465
	Iteration 35Q: 3 clusters Score -451868.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -451875.906250 Penalty: 4067.751465
	Iteration 36Q: 3 clusters Score -451875.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -451881.343750 Penalty: 4067.751465
	Iteration 37Q: 3 clusters Score -451881.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -451889.156250 Penalty: 4067.751465
	Iteration 38Q: 3 clusters Score -451889.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -451895.375000 Penalty: 4067.751465
	Iteration 39Q: 3 clusters Score -451895.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -451902.875000 Penalty: 4067.751465
	Iteration 40F: 3 clusters Score -451902.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -451913.625000 Penalty: 4067.751465
	Iteration 41Q: 3 clusters Score -451913.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -451920.781250 Penalty: 4067.751465
	Iteration 42Q: 3 clusters Score -451920.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -451929.937500 Penalty: 4067.751465
	Iteration 43Q: 3 clusters Score -451929.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -451939.437500 Penalty: 4067.751465
	Iteration 44Q: 3 clusters Score -451939.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -451944.718750 Penalty: 4067.751465
	Iteration 45Q: 3 clusters Score -451944.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -451952.437500 Penalty: 4067.751465
	Iteration 46Q: 3 clusters Score -451952.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -451958.093750 Penalty: 4067.751465
	Iteration 47Q: 3 clusters Score -451958.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -451967.125000 Penalty: 4067.751465
	Iteration 48Q: 3 clusters Score -451967.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -451974.062500 Penalty: 4067.751465
	Iteration 49Q: 3 clusters Score -451974.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -451978.156250 Penalty: 4067.751465
	Iteration 50Q: 3 clusters Score -451978.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -451981.625000 Penalty: 4067.751465
	Iteration 51Q: 3 clusters Score -451981.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -451987.062500 Penalty: 4067.751465
	Iteration 52Q: 3 clusters Score -451987.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -451994.562500 Penalty: 4067.751465
	Iteration 53Q: 3 clusters Score -451994.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -452003.937500 Penalty: 4067.751465
	Iteration 54Q: 3 clusters Score -452003.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -452010.312500 Penalty: 4067.751465
	Iteration 55Q: 3 clusters Score -452010.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -452014.906250 Penalty: 4067.751465
	Iteration 56Q: 3 clusters Score -452014.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -452022.125000 Penalty: 4067.751465
	Iteration 57Q: 3 clusters Score -452022.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -452026.437500 Penalty: 4067.751465
	Iteration 58Q: 3 clusters Score -452026.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -452030.437500 Penalty: 4067.751465
	Iteration 59Q: 3 clusters Score -452030.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -452031.812500 Penalty: 4067.751465
	Iteration 60F: 3 clusters Score -452031.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -452035.937500 Penalty: 4067.751465
	Iteration 61Q: 3 clusters Score -452035.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -452036.718750 Penalty: 4067.751465
	Iteration 62Q: 3 clusters Score -452036.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -452039.218750 Penalty: 4067.751465
	Iteration 63Q: 3 clusters Score -452039.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -452040.437500 Penalty: 4067.751465
	Iteration 64Q: 3 clusters Score -452040.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -452041.375000 Penalty: 4067.751465
	Iteration 65Q: 3 clusters Score -452041.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -452043.187500 Penalty: 4067.751465
	Iteration 66Q: 3 clusters Score -452043.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -452045.625000 Penalty: 4067.751465
	Iteration 67Q: 3 clusters Score -452045.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -452049.156250 Penalty: 4067.751465
	Iteration 68Q: 3 clusters Score -452049.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -452052.593750 Penalty: 4067.751465
	Iteration 69Q: 3 clusters Score -452052.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -452053.500000 Penalty: 4067.751465
	Iteration 70Q: 3 clusters Score -452053.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -452055.062500 Penalty: 4067.751465
	Iteration 71Q: 3 clusters Score -452055.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -452057.656250 Penalty: 4067.751465
	Iteration 72Q: 3 clusters Score -452057.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -452058.968750 Penalty: 4067.751465
	Iteration 73Q: 3 clusters Score -452059 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -452061.500000 Penalty: 4067.751465
	Iteration 74Q: 3 clusters Score -452061.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -452061.937500 Penalty: 4067.751465
	Iteration 75Q: 3 clusters Score -452061.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -452064.937500 Penalty: 4067.751465
	Iteration 76Q: 3 clusters Score -452064.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -452067.062500 Penalty: 4067.751465
	Iteration 77Q: 3 clusters Score -452067.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -452069.031250 Penalty: 4067.751465
	Iteration 78Q: 3 clusters Score -452069 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -452071.937500 Penalty: 4067.751465
	Iteration 79Q: 3 clusters Score -452071.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -452072.687500 Penalty: 4067.751465
	Iteration 80F: 3 clusters Score -452072.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -452074.062500 Penalty: 4067.751465
	Iteration 81Q: 3 clusters Score -452074.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -452074.218750 Penalty: 4067.751465
	Iteration 82Q: 3 clusters Score -452074.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -452075.718750 Penalty: 4067.751465
	Iteration 83Q: 3 clusters Score -452075.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -452075.468750 Penalty: 4067.751465
	Iteration 84Q: 3 clusters Score -452075.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -452075.468750 Penalty: 4067.751465
	Iteration 85F: 3 clusters Score -452075.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (2895 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Entering Unmasked Estep 
Score: -354055.000000 Penalty: 1976.743652
	Iteration 0F: 2 clusters Score -354055 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -350855.250000 Penalty: 3953.487305
	Iteration 0F: 3 clusters Score -350855.2 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -351518.093750 Penalty: 3953.487305
	Iteration 1F: 3 clusters Score -351518.1 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -351708.468750 Penalty: 3953.487305
	Iteration 2F: 3 clusters Score -351708.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -351829.187500 Penalty: 3953.487305
	Iteration 3Q: 3 clusters Score -351829.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -351967.062500 Penalty: 3953.487305
	Iteration 4Q: 3 clusters Score -351967.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -352121.500000 Penalty: 3953.487305
	Iteration 5Q: 3 clusters Score -352121.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -352260.281250 Penalty: 3953.487305
	Iteration 6Q: 3 clusters Score -352260.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -352414.968750 Penalty: 3953.487305
	Iteration 7Q: 3 clusters Score -352415 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -352533.593750 Penalty: 3953.487305
	Iteration 8Q: 3 clusters Score -352533.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -352629.406250 Penalty: 3953.487305
	Iteration 9Q: 3 clusters Score -352629.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -352715.781250 Penalty: 3953.487305
	Iteration 10Q: 3 clusters Score -352715.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -352792.937500 Penalty: 3953.487305
	Iteration 11Q: 3 clusters Score -352792.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -352870.875000 Penalty: 3953.487305
	Iteration 12Q: 3 clusters Score -352870.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -352925.625000 Penalty: 3953.487305
	Iteration 13Q: 3 clusters Score -352925.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -352973.593750 Penalty: 3953.487305
	Iteration 14Q: 3 clusters Score -352973.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -353026.031250 Penalty: 3953.487305
	Iteration 15Q: 3 clusters Score -353026 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -353066.187500 Penalty: 3953.487305
	Iteration 16Q: 3 clusters Score -353066.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -353087.000000 Penalty: 3953.487305
	Iteration 17Q: 3 clusters Score -353087 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -353108.937500 Penalty: 3953.487305
	Iteration 18Q: 3 clusters Score -353108.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -353129.031250 Penalty: 3953.487305
	Iteration 19Q: 3 clusters Score -353129 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -353143.343750 Penalty: 3953.487305
	Iteration 20F: 3 clusters Score -353143.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -353154.750000 Penalty: 3953.487305
	Iteration 21Q: 3 clusters Score -353154.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -353162.406250 Penalty: 3953.487305
	Iteration 22Q: 3 clusters Score -353162.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -353170.656250 Penalty: 3953.487305
	Iteration 23Q: 3 clusters Score -353170.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -353174.500000 Penalty: 3953.487305
	Iteration 24Q: 3 clusters Score -353174.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -353177.843750 Penalty: 3953.487305
	Iteration 25Q: 3 clusters Score -353177.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -353181.000000 Penalty: 3953.487305
	Iteration 26Q: 3 clusters Score -353181 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -353183.843750 Penalty: 3953.487305
	Iteration 27Q: 3 clusters Score -353183.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -353186.718750 Penalty: 3953.487305
	Iteration 28Q: 3 clusters Score -353186.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -353187.906250 Penalty: 3953.487305
	Iteration 29Q: 3 clusters Score -353187.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -353188.031250 Penalty: 3953.487305
	Iteration 30Q: 3 clusters Score -353188 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -353188.218750 Penalty: 3953.487305
	Iteration 31Q: 3 clusters Score -353188.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -353188.218750 Penalty: 3953.487305
	Iteration 32F: 3 clusters Score -353188.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (28647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28647 members 
Entering Unmasked Estep 
Score: -3744872.000000 Penalty: 2545.175293
	Iteration 0F: 2 clusters Score -3744872 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14335 members 
Mstep: Class 2 contains 14312 members 
Entering Unmasked Estep 
Score: -3725235.500000 Penalty: 5090.350586
	Iteration 0F: 3 clusters Score -3725236 nChanged 12825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14484 members 
Mstep: Class 2 contains 14163 members 
Entering Unmasked Estep 
Score: -3732223.750000 Penalty: 5090.350586
	Iteration 1F: 3 clusters Score -3732224 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14584 members 
Mstep: Class 2 contains 14063 members 
Entering Unmasked Estep 
Score: -3732654.500000 Penalty: 5090.350586
	Iteration 2Q: 3 clusters Score -3732654 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14760 members 
Mstep: Class 2 contains 13887 members 
Entering Unmasked Estep 
Score: -3733044.250000 Penalty: 5090.350586
	Iteration 3Q: 3 clusters Score -3733044 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15015 members 
Mstep: Class 2 contains 13632 members 
Entering Unmasked Estep 
Score: -3733495.000000 Penalty: 5090.350586
	Iteration 4Q: 3 clusters Score -3733495 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15335 members 
Mstep: Class 2 contains 13312 members 
Entering Unmasked Estep 
Score: -3734021.250000 Penalty: 5090.350586
	Iteration 5Q: 3 clusters Score -3734021 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15748 members 
Mstep: Class 2 contains 12899 members 
Entering Unmasked Estep 
Score: -3734717.500000 Penalty: 5090.350586
	Iteration 6Q: 3 clusters Score -3734718 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16286 members 
Mstep: Class 2 contains 12361 members 
Entering Unmasked Estep 
Score: -3735671.750000 Penalty: 5090.350586
	Iteration 7F: 3 clusters Score -3735672 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16946 members 
Mstep: Class 2 contains 11701 members 
Entering Unmasked Estep 
Score: -3736912.250000 Penalty: 5090.350586
	Iteration 8F: 3 clusters Score -3736912 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17671 members 
Mstep: Class 2 contains 10976 members 
Entering Unmasked Estep 
Score: -3738340.250000 Penalty: 5090.350586
	Iteration 9F: 3 clusters Score -3738340 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18248 members 
Mstep: Class 2 contains 10399 members 
Entering Unmasked Estep 
Score: -3739603.000000 Penalty: 5090.350586
	Iteration 10F: 3 clusters Score -3739603 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18624 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -3740383.250000 Penalty: 5090.350586
	Iteration 11Q: 3 clusters Score -3740383 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18844 members 
Mstep: Class 2 contains 9803 members 
Entering Unmasked Estep 
Score: -3740773.000000 Penalty: 5090.350586
	Iteration 12Q: 3 clusters Score -3740773 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19039 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -3740985.000000 Penalty: 5090.350586
	Iteration 13Q: 3 clusters Score -3740985 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19211 members 
Mstep: Class 2 contains 9436 members 
Entering Unmasked Estep 
Score: -3741115.000000 Penalty: 5090.350586
	Iteration 14Q: 3 clusters Score -3741115 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19355 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -3741187.000000 Penalty: 5090.350586
	Iteration 15Q: 3 clusters Score -3741187 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19481 members 
Mstep: Class 2 contains 9166 members 
Entering Unmasked Estep 
Score: -3741221.500000 Penalty: 5090.350586
	Iteration 16Q: 3 clusters Score -3741222 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19597 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -3741239.750000 Penalty: 5090.350586
	Iteration 17Q: 3 clusters Score -3741240 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19706 members 
Mstep: Class 2 contains 8941 members 
Entering Unmasked Estep 
Score: -3741264.500000 Penalty: 5090.350586
	Iteration 18Q: 3 clusters Score -3741264 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19802 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -3741280.750000 Penalty: 5090.350586
	Iteration 19Q: 3 clusters Score -3741281 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19901 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -3741306.750000 Penalty: 5090.350586
	Iteration 20F: 3 clusters Score -3741307 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20007 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -3741312.750000 Penalty: 5090.350586
	Iteration 21Q: 3 clusters Score -3741313 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20106 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -3741333.500000 Penalty: 5090.350586
	Iteration 22Q: 3 clusters Score -3741334 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20200 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -3741338.750000 Penalty: 5090.350586
	Iteration 23Q: 3 clusters Score -3741339 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20303 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -3741368.500000 Penalty: 5090.350586
	Iteration 24Q: 3 clusters Score -3741368 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20393 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -3741389.000000 Penalty: 5090.350586
	Iteration 25Q: 3 clusters Score -3741389 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20479 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -3741403.750000 Penalty: 5090.350586
	Iteration 26Q: 3 clusters Score -3741404 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20575 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -3741409.250000 Penalty: 5090.350586
	Iteration 27Q: 3 clusters Score -3741409 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20664 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -3741444.250000 Penalty: 5090.350586
	Iteration 28Q: 3 clusters Score -3741444 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20746 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -3741450.000000 Penalty: 5090.350586
	Iteration 29Q: 3 clusters Score -3741450 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20836 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -3741454.000000 Penalty: 5090.350586
	Iteration 30Q: 3 clusters Score -3741454 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20930 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -3741454.500000 Penalty: 5090.350586
	Iteration 31Q: 3 clusters Score -3741454 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21036 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -3741462.250000 Penalty: 5090.350586
	Iteration 32Q: 3 clusters Score -3741462 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21140 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -3741489.750000 Penalty: 5090.350586
	Iteration 33Q: 3 clusters Score -3741490 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21236 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -3741501.250000 Penalty: 5090.350586
	Iteration 34Q: 3 clusters Score -3741501 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21321 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -3741508.750000 Penalty: 5090.350586
	Iteration 35Q: 3 clusters Score -3741509 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21396 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -3741508.500000 Penalty: 5090.350586
	Iteration 36Q: 3 clusters Score -3741508 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21484 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -3741531.750000 Penalty: 5090.350586
	Iteration 37Q: 3 clusters Score -3741532 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21570 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -3741543.000000 Penalty: 5090.350586
	Iteration 38Q: 3 clusters Score -3741543 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21644 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -3741549.000000 Penalty: 5090.350586
	Iteration 39Q: 3 clusters Score -3741549 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21720 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -3741565.750000 Penalty: 5090.350586
	Iteration 40F: 3 clusters Score -3741566 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21794 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -3741560.250000 Penalty: 5090.350586
	Iteration 41Q: 3 clusters Score -3741560 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21865 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -3741578.000000 Penalty: 5090.350586
	Iteration 42Q: 3 clusters Score -3741578 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21955 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -3741597.750000 Penalty: 5090.350586
	Iteration 43Q: 3 clusters Score -3741598 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22053 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -3741625.500000 Penalty: 5090.350586
	Iteration 44Q: 3 clusters Score -3741626 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22150 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -3741639.000000 Penalty: 5090.350586
	Iteration 45Q: 3 clusters Score -3741639 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22256 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -3741681.000000 Penalty: 5090.350586
	Iteration 46Q: 3 clusters Score -3741681 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22348 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -3741697.000000 Penalty: 5090.350586
	Iteration 47Q: 3 clusters Score -3741697 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22451 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -3741705.750000 Penalty: 5090.350586
	Iteration 48Q: 3 clusters Score -3741706 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22559 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -3741723.500000 Penalty: 5090.350586
	Iteration 49Q: 3 clusters Score -3741724 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22655 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -3741745.250000 Penalty: 5090.350586
	Iteration 50Q: 3 clusters Score -3741745 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22742 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -3741762.500000 Penalty: 5090.350586
	Iteration 51Q: 3 clusters Score -3741762 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22833 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -3741775.500000 Penalty: 5090.350586
	Iteration 52Q: 3 clusters Score -3741776 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22921 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -3741801.750000 Penalty: 5090.350586
	Iteration 53Q: 3 clusters Score -3741802 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23027 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -3741812.750000 Penalty: 5090.350586
	Iteration 54Q: 3 clusters Score -3741813 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23119 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -3741828.750000 Penalty: 5090.350586
	Iteration 55Q: 3 clusters Score -3741829 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23208 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -3741842.500000 Penalty: 5090.350586
	Iteration 56Q: 3 clusters Score -3741842 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23295 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -3741864.750000 Penalty: 5090.350586
	Iteration 57Q: 3 clusters Score -3741865 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23380 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -3741888.750000 Penalty: 5090.350586
	Iteration 58Q: 3 clusters Score -3741889 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23481 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -3741903.750000 Penalty: 5090.350586
	Iteration 59Q: 3 clusters Score -3741904 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23569 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -3741924.500000 Penalty: 5090.350586
	Iteration 60F: 3 clusters Score -3741924 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23648 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -3741944.000000 Penalty: 5090.350586
	Iteration 61Q: 3 clusters Score -3741944 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23736 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -3741963.500000 Penalty: 5090.350586
	Iteration 62Q: 3 clusters Score -3741964 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23819 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -3741969.000000 Penalty: 5090.350586
	Iteration 63Q: 3 clusters Score -3741969 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23896 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -3741993.000000 Penalty: 5090.350586
	Iteration 64Q: 3 clusters Score -3741993 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23967 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -3742008.250000 Penalty: 5090.350586
	Iteration 65Q: 3 clusters Score -3742008 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24051 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -3742025.250000 Penalty: 5090.350586
	Iteration 66Q: 3 clusters Score -3742025 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24131 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -3742046.750000 Penalty: 5090.350586
	Iteration 67Q: 3 clusters Score -3742047 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24218 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -3742065.500000 Penalty: 5090.350586
	Iteration 68Q: 3 clusters Score -3742066 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24285 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -3742075.750000 Penalty: 5090.350586
	Iteration 69Q: 3 clusters Score -3742076 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24359 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -3742090.250000 Penalty: 5090.350586
	Iteration 70Q: 3 clusters Score -3742090 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24439 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -3742102.250000 Penalty: 5090.350586
	Iteration 71Q: 3 clusters Score -3742102 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24515 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -3742125.750000 Penalty: 5090.350586
	Iteration 72Q: 3 clusters Score -3742126 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24589 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -3742142.000000 Penalty: 5090.350586
	Iteration 73Q: 3 clusters Score -3742142 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24668 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -3742158.250000 Penalty: 5090.350586
	Iteration 74Q: 3 clusters Score -3742158 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24742 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -3742172.500000 Penalty: 5090.350586
	Iteration 75Q: 3 clusters Score -3742172 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24814 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -3742188.000000 Penalty: 5090.350586
	Iteration 76Q: 3 clusters Score -3742188 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24893 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -3742211.500000 Penalty: 5090.350586
	Iteration 77Q: 3 clusters Score -3742212 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24971 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -3742243.000000 Penalty: 5090.350586
	Iteration 78Q: 3 clusters Score -3742243 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25044 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -3742257.500000 Penalty: 5090.350586
	Iteration 79Q: 3 clusters Score -3742258 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25107 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -3742282.750000 Penalty: 5090.350586
	Iteration 80F: 3 clusters Score -3742283 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25174 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -3742307.250000 Penalty: 5090.350586
	Iteration 81Q: 3 clusters Score -3742307 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25244 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -3742343.250000 Penalty: 5090.350586
	Iteration 82Q: 3 clusters Score -3742343 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25311 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -3742372.250000 Penalty: 5090.350586
	Iteration 83Q: 3 clusters Score -3742372 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25385 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -3742405.500000 Penalty: 5090.350586
	Iteration 84Q: 3 clusters Score -3742406 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25457 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -3742467.000000 Penalty: 5090.350586
	Iteration 85Q: 3 clusters Score -3742467 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25549 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -3742524.000000 Penalty: 5090.350586
	Iteration 86Q: 3 clusters Score -3742524 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25637 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -3742571.000000 Penalty: 5090.350586
	Iteration 87Q: 3 clusters Score -3742571 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25708 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -3742642.500000 Penalty: 5090.350586
	Iteration 88Q: 3 clusters Score -3742642 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25791 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -3742711.000000 Penalty: 5090.350586
	Iteration 89Q: 3 clusters Score -3742711 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25850 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -3742742.500000 Penalty: 5090.350586
	Iteration 90Q: 3 clusters Score -3742742 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25892 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -3742791.000000 Penalty: 5090.350586
	Iteration 91Q: 3 clusters Score -3742791 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25929 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -3742819.000000 Penalty: 5090.350586
	Iteration 92Q: 3 clusters Score -3742819 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25968 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -3742837.250000 Penalty: 5090.350586
	Iteration 93Q: 3 clusters Score -3742837 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26014 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -3742861.750000 Penalty: 5090.350586
	Iteration 94Q: 3 clusters Score -3742862 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26057 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -3742894.500000 Penalty: 5090.350586
	Iteration 95Q: 3 clusters Score -3742894 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26082 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -3742910.500000 Penalty: 5090.350586
	Iteration 96Q: 3 clusters Score -3742910 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26102 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -3742909.750000 Penalty: 5090.350586
	Iteration 97Q: 3 clusters Score -3742910 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26116 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -3742913.500000 Penalty: 5090.350586
	Iteration 98Q: 3 clusters Score -3742914 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26129 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -3742916.750000 Penalty: 5090.350586
	Iteration 99Q: 3 clusters Score -3742917 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26138 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -3742929.250000 Penalty: 5090.350586
	Iteration 100F: 3 clusters Score -3742929 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26155 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -3742936.000000 Penalty: 5090.350586
	Iteration 101Q: 3 clusters Score -3742936 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26169 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -3742958.750000 Penalty: 5090.350586
	Iteration 102Q: 3 clusters Score -3742959 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26178 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -3742960.500000 Penalty: 5090.350586
	Iteration 103Q: 3 clusters Score -3742960 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26186 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -3742965.500000 Penalty: 5090.350586
	Iteration 104Q: 3 clusters Score -3742966 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26195 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -3742959.250000 Penalty: 5090.350586
	Iteration 105Q: 3 clusters Score -3742959 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26206 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -3742960.000000 Penalty: 5090.350586
	Iteration 106Q: 3 clusters Score -3742960 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26214 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -3742965.500000 Penalty: 5090.350586
	Iteration 107Q: 3 clusters Score -3742966 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26222 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -3742970.500000 Penalty: 5090.350586
	Iteration 108Q: 3 clusters Score -3742970 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26222 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -3742975.750000 Penalty: 5090.350586
	Iteration 109Q: 3 clusters Score -3742976 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26232 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -3742977.250000 Penalty: 5090.350586
	Iteration 110Q: 3 clusters Score -3742977 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26236 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -3742980.500000 Penalty: 5090.350586
	Iteration 111Q: 3 clusters Score -3742980 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26234 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -3742980.750000 Penalty: 5090.350586
	Iteration 112Q: 3 clusters Score -3742981 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26234 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -3742981.750000 Penalty: 5090.350586
	Iteration 113Q: 3 clusters Score -3742982 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26236 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -3742980.250000 Penalty: 5090.350586
	Iteration 114Q: 3 clusters Score -3742980 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26242 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -3742981.500000 Penalty: 5090.350586
	Iteration 115Q: 3 clusters Score -3742982 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26242 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -3742978.500000 Penalty: 5090.350586
	Iteration 116Q: 3 clusters Score -3742978 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26239 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -3742987.500000 Penalty: 5090.350586
	Iteration 117Q: 3 clusters Score -3742988 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26240 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -3742991.250000 Penalty: 5090.350586
	Iteration 118Q: 3 clusters Score -3742991 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26242 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -3742992.000000 Penalty: 5090.350586
	Iteration 119Q: 3 clusters Score -3742992 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26242 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -3742995.750000 Penalty: 5090.350586
	Iteration 120F: 3 clusters Score -3742996 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26241 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -3742990.250000 Penalty: 5090.350586
	Iteration 121Q: 3 clusters Score -3742990 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26241 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -3742993.750000 Penalty: 5090.350586
	Iteration 122Q: 3 clusters Score -3742994 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26244 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -3742996.000000 Penalty: 5090.350586
	Iteration 123Q: 3 clusters Score -3742996 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26246 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -3742992.250000 Penalty: 5090.350586
	Iteration 124Q: 3 clusters Score -3742992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26247 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -3742994.750000 Penalty: 5090.350586
	Iteration 125Q: 3 clusters Score -3742995 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26247 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -3742994.750000 Penalty: 5090.350586
	Iteration 126F: 3 clusters Score -3742995 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (11211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11211 members 
Entering Unmasked Estep 
Score: -1409998.000000 Penalty: 2312.513428
	Iteration 0F: 2 clusters Score -1409998 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -1401602.000000 Penalty: 4625.026855
	Iteration 0F: 3 clusters Score -1401602 nChanged 4696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -1404070.125000 Penalty: 4625.026855
	Iteration 1F: 3 clusters Score -1404070 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -1404477.875000 Penalty: 4625.026855
	Iteration 2F: 3 clusters Score -1404478 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -1404815.125000 Penalty: 4625.026855
	Iteration 3F: 3 clusters Score -1404815 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -1405138.625000 Penalty: 4625.026855
	Iteration 4F: 3 clusters Score -1405139 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -1405472.125000 Penalty: 4625.026855
	Iteration 5Q: 3 clusters Score -1405472 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -1405838.250000 Penalty: 4625.026855
	Iteration 6Q: 3 clusters Score -1405838 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -1406145.250000 Penalty: 4625.026855
	Iteration 7Q: 3 clusters Score -1406145 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -1406444.125000 Penalty: 4625.026855
	Iteration 8Q: 3 clusters Score -1406444 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -1406757.125000 Penalty: 4625.026855
	Iteration 9Q: 3 clusters Score -1406757 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -1407033.125000 Penalty: 4625.026855
	Iteration 10Q: 3 clusters Score -1407033 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -1407288.875000 Penalty: 4625.026855
	Iteration 11Q: 3 clusters Score -1407289 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -1407529.875000 Penalty: 4625.026855
	Iteration 12Q: 3 clusters Score -1407530 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -1407740.375000 Penalty: 4625.026855
	Iteration 13Q: 3 clusters Score -1407740 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -1407999.375000 Penalty: 4625.026855
	Iteration 14Q: 3 clusters Score -1407999 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -1408293.625000 Penalty: 4625.026855
	Iteration 15Q: 3 clusters Score -1408294 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -1408517.750000 Penalty: 4625.026855
	Iteration 16Q: 3 clusters Score -1408518 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -1408642.000000 Penalty: 4625.026855
	Iteration 17Q: 3 clusters Score -1408642 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -1408706.625000 Penalty: 4625.026855
	Iteration 18Q: 3 clusters Score -1408707 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 9167 members 
Entering Unmasked Estep 
Score: -1408749.250000 Penalty: 4625.026855
	Iteration 19Q: 3 clusters Score -1408749 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -1408781.625000 Penalty: 4625.026855
	Iteration 20F: 3 clusters Score -1408782 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -1408806.500000 Penalty: 4625.026855
	Iteration 21Q: 3 clusters Score -1408806 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -1408824.125000 Penalty: 4625.026855
	Iteration 22Q: 3 clusters Score -1408824 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -1408844.000000 Penalty: 4625.026855
	Iteration 23Q: 3 clusters Score -1408844 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 9290 members 
Entering Unmasked Estep 
Score: -1408874.000000 Penalty: 4625.026855
	Iteration 24Q: 3 clusters Score -1408874 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -1408898.750000 Penalty: 4625.026855
	Iteration 25Q: 3 clusters Score -1408899 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -1408916.125000 Penalty: 4625.026855
	Iteration 26Q: 3 clusters Score -1408916 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -1408932.125000 Penalty: 4625.026855
	Iteration 27Q: 3 clusters Score -1408932 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -1408942.750000 Penalty: 4625.026855
	Iteration 28Q: 3 clusters Score -1408943 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -1408951.250000 Penalty: 4625.026855
	Iteration 29Q: 3 clusters Score -1408951 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -1408960.500000 Penalty: 4625.026855
	Iteration 30Q: 3 clusters Score -1408960 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
Score: -1408968.125000 Penalty: 4625.026855
	Iteration 31Q: 3 clusters Score -1408968 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -1408971.875000 Penalty: 4625.026855
	Iteration 32Q: 3 clusters Score -1408972 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -1408973.875000 Penalty: 4625.026855
	Iteration 33Q: 3 clusters Score -1408974 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -1408977.125000 Penalty: 4625.026855
	Iteration 34Q: 3 clusters Score -1408977 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 9501 members 
Entering Unmasked Estep 
Score: -1408978.000000 Penalty: 4625.026855
	Iteration 35Q: 3 clusters Score -1408978 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 9504 members 
Entering Unmasked Estep 
Score: -1408977.000000 Penalty: 4625.026855
	Iteration 36Q: 3 clusters Score -1408977 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -1408977.250000 Penalty: 4625.026855
	Iteration 37Q: 3 clusters Score -1408977 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -1408979.375000 Penalty: 4625.026855
	Iteration 38Q: 3 clusters Score -1408979 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -1408979.375000 Penalty: 4625.026855
	Iteration 39Q: 3 clusters Score -1408979 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -1408978.125000 Penalty: 4625.026855
	Iteration 40F: 3 clusters Score -1408978 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -1408979.500000 Penalty: 4625.026855
	Iteration 41Q: 3 clusters Score -1408980 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -1408980.000000 Penalty: 4625.026855
	Iteration 42Q: 3 clusters Score -1408980 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -1408980.000000 Penalty: 4625.026855
	Iteration 43F: 3 clusters Score -1408980 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Entering Unmasked Estep 
Score: -29172.982422 Penalty: 1531.098999
	Iteration 0F: 2 clusters Score -29172.98 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 266 members 
Entering Unmasked Estep 
Score: -27892.105469 Penalty: 3062.197998
	Iteration 0F: 3 clusters Score -27892.11 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -28380.183594 Penalty: 3062.197998
	Iteration 1F: 3 clusters Score -28380.18 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -28584.078125 Penalty: 3062.197998
	Iteration 2F: 3 clusters Score -28584.08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -28766.781250 Penalty: 3062.197998
	Iteration 3F: 3 clusters Score -28766.78 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -28889.513672 Penalty: 3062.197998
	Iteration 4Q: 3 clusters Score -28889.51 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -28906.966797 Penalty: 3062.197998
	Iteration 5Q: 3 clusters Score -28906.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -28918.607422 Penalty: 3062.197998
	Iteration 6Q: 3 clusters Score -28918.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -28941.652344 Penalty: 3062.197998
	Iteration 7Q: 3 clusters Score -28941.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -29025.660156 Penalty: 3062.197998
	Iteration 8Q: 3 clusters Score -29025.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -29040.339844 Penalty: 3062.197998
	Iteration 9Q: 3 clusters Score -29040.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -29049.150391 Penalty: 3062.197998
	Iteration 10Q: 3 clusters Score -29049.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -29071.851562 Penalty: 3062.197998
	Iteration 11Q: 3 clusters Score -29071.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -29071.851562 Penalty: 3062.197998
	Iteration 12F: 3 clusters Score -29071.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (2848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Entering Unmasked Estep 
Score: -354596.468750 Penalty: 1972.684326
	Iteration 0F: 2 clusters Score -354596.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -351409.656250 Penalty: 3945.368652
	Iteration 0F: 3 clusters Score -351409.7 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -351984.156250 Penalty: 3945.368652
	Iteration 1F: 3 clusters Score -351984.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -352123.718750 Penalty: 3945.368652
	Iteration 2F: 3 clusters Score -352123.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -352210.031250 Penalty: 3945.368652
	Iteration 3Q: 3 clusters Score -352210 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -352261.437500 Penalty: 3945.368652
	Iteration 4Q: 3 clusters Score -352261.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -352294.781250 Penalty: 3945.368652
	Iteration 5Q: 3 clusters Score -352294.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -352319.406250 Penalty: 3945.368652
	Iteration 6Q: 3 clusters Score -352319.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -352336.781250 Penalty: 3945.368652
	Iteration 7Q: 3 clusters Score -352336.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -352350.843750 Penalty: 3945.368652
	Iteration 8Q: 3 clusters Score -352350.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -352368.593750 Penalty: 3945.368652
	Iteration 9Q: 3 clusters Score -352368.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -352384.781250 Penalty: 3945.368652
	Iteration 10Q: 3 clusters Score -352384.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -352399.281250 Penalty: 3945.368652
	Iteration 11Q: 3 clusters Score -352399.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -352412.218750 Penalty: 3945.368652
	Iteration 12Q: 3 clusters Score -352412.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -352425.187500 Penalty: 3945.368652
	Iteration 13Q: 3 clusters Score -352425.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -352437.593750 Penalty: 3945.368652
	Iteration 14Q: 3 clusters Score -352437.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -352444.562500 Penalty: 3945.368652
	Iteration 15Q: 3 clusters Score -352444.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -352453.281250 Penalty: 3945.368652
	Iteration 16Q: 3 clusters Score -352453.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -352458.968750 Penalty: 3945.368652
	Iteration 17Q: 3 clusters Score -352459 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -352466.437500 Penalty: 3945.368652
	Iteration 18Q: 3 clusters Score -352466.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -352471.718750 Penalty: 3945.368652
	Iteration 19Q: 3 clusters Score -352471.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -352479.093750 Penalty: 3945.368652
	Iteration 20F: 3 clusters Score -352479.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -352487.625000 Penalty: 3945.368652
	Iteration 21Q: 3 clusters Score -352487.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -352496.062500 Penalty: 3945.368652
	Iteration 22Q: 3 clusters Score -352496.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -352509.718750 Penalty: 3945.368652
	Iteration 23Q: 3 clusters Score -352509.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -352517.031250 Penalty: 3945.368652
	Iteration 24Q: 3 clusters Score -352517 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -352521.687500 Penalty: 3945.368652
	Iteration 25Q: 3 clusters Score -352521.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -352526.593750 Penalty: 3945.368652
	Iteration 26Q: 3 clusters Score -352526.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -352535.218750 Penalty: 3945.368652
	Iteration 27Q: 3 clusters Score -352535.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -352541.281250 Penalty: 3945.368652
	Iteration 28Q: 3 clusters Score -352541.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -352549.125000 Penalty: 3945.368652
	Iteration 29Q: 3 clusters Score -352549.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -352554.500000 Penalty: 3945.368652
	Iteration 30Q: 3 clusters Score -352554.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -352561.812500 Penalty: 3945.368652
	Iteration 31Q: 3 clusters Score -352561.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -352567.218750 Penalty: 3945.368652
	Iteration 32Q: 3 clusters Score -352567.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -352570.593750 Penalty: 3945.368652
	Iteration 33Q: 3 clusters Score -352570.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -352572.812500 Penalty: 3945.368652
	Iteration 34Q: 3 clusters Score -352572.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -352575.812500 Penalty: 3945.368652
	Iteration 35Q: 3 clusters Score -352575.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -352577.000000 Penalty: 3945.368652
	Iteration 36Q: 3 clusters Score -352577 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -352580.625000 Penalty: 3945.368652
	Iteration 37Q: 3 clusters Score -352580.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -352582.750000 Penalty: 3945.368652
	Iteration 38Q: 3 clusters Score -352582.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -352585.437500 Penalty: 3945.368652
	Iteration 39Q: 3 clusters Score -352585.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -352585.875000 Penalty: 3945.368652
	Iteration 40F: 3 clusters Score -352585.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -352586.187500 Penalty: 3945.368652
	Iteration 41Q: 3 clusters Score -352586.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -352586.843750 Penalty: 3945.368652
	Iteration 42Q: 3 clusters Score -352586.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -352588.937500 Penalty: 3945.368652
	Iteration 43Q: 3 clusters Score -352588.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -352590.187500 Penalty: 3945.368652
	Iteration 44Q: 3 clusters Score -352590.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -352593.000000 Penalty: 3945.368652
	Iteration 45Q: 3 clusters Score -352593 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -352595.531250 Penalty: 3945.368652
	Iteration 46Q: 3 clusters Score -352595.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -352596.718750 Penalty: 3945.368652
	Iteration 47Q: 3 clusters Score -352596.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -352596.656250 Penalty: 3945.368652
	Iteration 48Q: 3 clusters Score -352596.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -352600.218750 Penalty: 3945.368652
	Iteration 49Q: 3 clusters Score -352600.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -352601.000000 Penalty: 3945.368652
	Iteration 50Q: 3 clusters Score -352601 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -352603.343750 Penalty: 3945.368652
	Iteration 51Q: 3 clusters Score -352603.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -352605.281250 Penalty: 3945.368652
	Iteration 52Q: 3 clusters Score -352605.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -352606.187500 Penalty: 3945.368652
	Iteration 53Q: 3 clusters Score -352606.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -352607.625000 Penalty: 3945.368652
	Iteration 54Q: 3 clusters Score -352607.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -352608.687500 Penalty: 3945.368652
	Iteration 55Q: 3 clusters Score -352608.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -352609.906250 Penalty: 3945.368652
	Iteration 56Q: 3 clusters Score -352609.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -352612.312500 Penalty: 3945.368652
	Iteration 57Q: 3 clusters Score -352612.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -352615.000000 Penalty: 3945.368652
	Iteration 58Q: 3 clusters Score -352615 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -352615.312500 Penalty: 3945.368652
	Iteration 59Q: 3 clusters Score -352615.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -352616.062500 Penalty: 3945.368652
	Iteration 60F: 3 clusters Score -352616.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -352616.343750 Penalty: 3945.368652
	Iteration 61Q: 3 clusters Score -352616.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -352616.156250 Penalty: 3945.368652
	Iteration 62Q: 3 clusters Score -352616.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -352616.156250 Penalty: 3945.368652
	Iteration 63F: 3 clusters Score -352616.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Entering Unmasked Estep 
Score: -67102.507812 Penalty: 1518.378174
	Iteration 0F: 2 clusters Score -67102.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -65745.945312 Penalty: 3036.756348
	Iteration 0F: 3 clusters Score -65745.95 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -66169.539062 Penalty: 3036.756348
	Iteration 1F: 3 clusters Score -66169.54 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -66344.976562 Penalty: 3036.756348
	Iteration 2F: 3 clusters Score -66344.98 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -66559.062500 Penalty: 3036.756348
	Iteration 3F: 3 clusters Score -66559.06 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -66773.281250 Penalty: 3036.756348
	Iteration 4Q: 3 clusters Score -66773.28 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -66869.828125 Penalty: 3036.756348
	Iteration 5Q: 3 clusters Score -66869.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -66906.000000 Penalty: 3036.756348
	Iteration 6Q: 3 clusters Score -66906 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -66953.273438 Penalty: 3036.756348
	Iteration 7Q: 3 clusters Score -66953.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -66993.843750 Penalty: 3036.756348
	Iteration 8Q: 3 clusters Score -66993.84 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -67043.484375 Penalty: 3036.756348
	Iteration 9Q: 3 clusters Score -67043.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -67104.875000 Penalty: 3036.756348
	Iteration 10Q: 3 clusters Score -67104.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -67131.617188 Penalty: 3036.756348
	Iteration 11Q: 3 clusters Score -67131.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -67137.015625 Penalty: 3036.756348
	Iteration 12Q: 3 clusters Score -67137.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -67137.015625 Penalty: 3036.756348
	Iteration 13F: 3 clusters Score -67137.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 2522 members 
Mstep: Class 3 contains 4140 members 
Mstep: Class 4 contains 12070 members 
Mstep: Class 5 contains 3189 members 
Mstep: Class 6 contains 2551 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7708 members 
Mstep: Class 9 contains 172803 members 
Mstep: Class 10 contains 8509 members 
Mstep: Class 11 contains 3816 members 
Mstep: Class 12 contains 23259 members 
Mstep: Class 13 contains 4032 members 
Mstep: Class 14 contains 6796 members 
Mstep: Class 15 contains 178754 members 
Mstep: Class 16 contains 216528 members 
Mstep: Class 17 contains 11687 members 
Mstep: Class 18 contains 29538 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4180 members 
Mstep: Class 21 contains 21796 members 
Mstep: Class 22 contains 51456 members 
Mstep: Class 23 contains 4483 members 
Mstep: Class 24 contains 952 members 
Mstep: Class 25 contains 39523 members 
Mstep: Class 26 contains 37633 members 
Mstep: Class 27 contains 6223 members 
Mstep: Class 28 contains 25977 members 
Mstep: Class 29 contains 7489 members 
Mstep: Class 30 contains 19241 members 
Mstep: Class 31 contains 5257 members 
Mstep: Class 32 contains 17560 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11731 members 
Mstep: Class 35 contains 61433 members 
Mstep: Class 36 contains 26498 members 
Mstep: Class 37 contains 7333 members 
Mstep: Class 38 contains 254 members 
Mstep: Class 39 contains 3645 members 
Mstep: Class 40 contains 2895 members 
Mstep: Class 41 contains 28647 members 
Mstep: Class 42 contains 11211 members 
Mstep: Class 43 contains 480 members 
Mstep: Class 44 contains 2848 members 
Mstep: Class 45 contains 179 members 
Mstep: Class 46 contains 10318 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27558 members 
Mstep: Class 49 contains 7953 members 
Mstep: Class 50 contains 312 members 
Mstep: Class 51 contains 28231 members 
Mstep: Class 52 contains 252 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 371 members 
Mstep: Class 56 contains 1130 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 406 members 
Mstep: Class 59 contains 913 members 
Mstep: Class 60 contains 335 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 333 members 
Mstep: Class 63 contains 1097 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 665 members 
Mstep: Class 67 contains 625 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 323 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 435 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1687 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2152 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 190 members 
Mstep: Class 79 contains 945 members 
Mstep: Class 80 contains 1257 members 
Mstep: Class 81 contains 277 members 
Entering Unmasked Estep 
Score: -147544608.000000 Penalty: 280990.781250
Splitting cluster 45 changes total score from -147546240.000000 to -147544608.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 46 (10318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10318 members 
Entering Unmasked Estep 
Score: -1302818.500000 Penalty: 2291.927979
	Iteration 0F: 2 clusters Score -1302818 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -1294967.875000 Penalty: 4583.855957
	Iteration 0F: 3 clusters Score -1294968 nChanged 4238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -1297137.875000 Penalty: 4583.855957
	Iteration 1F: 3 clusters Score -1297138 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -1297428.375000 Penalty: 4583.855957
	Iteration 2F: 3 clusters Score -1297428 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -1297650.375000 Penalty: 4583.855957
	Iteration 3Q: 3 clusters Score -1297650 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -1297811.250000 Penalty: 4583.855957
	Iteration 4Q: 3 clusters Score -1297811 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -1297956.125000 Penalty: 4583.855957
	Iteration 5Q: 3 clusters Score -1297956 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -1298091.875000 Penalty: 4583.855957
	Iteration 6Q: 3 clusters Score -1298092 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -1298223.500000 Penalty: 4583.855957
	Iteration 7Q: 3 clusters Score -1298224 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -1298349.875000 Penalty: 4583.855957
	Iteration 8Q: 3 clusters Score -1298350 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -1298461.000000 Penalty: 4583.855957
	Iteration 9Q: 3 clusters Score -1298461 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -1298574.375000 Penalty: 4583.855957
	Iteration 10Q: 3 clusters Score -1298574 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -1298685.250000 Penalty: 4583.855957
	Iteration 11Q: 3 clusters Score -1298685 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -1298812.500000 Penalty: 4583.855957
	Iteration 12Q: 3 clusters Score -1298812 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -1298935.625000 Penalty: 4583.855957
	Iteration 13Q: 3 clusters Score -1298936 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -1299077.625000 Penalty: 4583.855957
	Iteration 14Q: 3 clusters Score -1299078 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -1299229.500000 Penalty: 4583.855957
	Iteration 15Q: 3 clusters Score -1299230 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -1299379.125000 Penalty: 4583.855957
	Iteration 16Q: 3 clusters Score -1299379 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -1299517.125000 Penalty: 4583.855957
	Iteration 17Q: 3 clusters Score -1299517 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -1299652.125000 Penalty: 4583.855957
	Iteration 18Q: 3 clusters Score -1299652 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -1299772.625000 Penalty: 4583.855957
	Iteration 19Q: 3 clusters Score -1299773 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -1299878.000000 Penalty: 4583.855957
	Iteration 20F: 3 clusters Score -1299878 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -1299972.000000 Penalty: 4583.855957
	Iteration 21Q: 3 clusters Score -1299972 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -1300040.375000 Penalty: 4583.855957
	Iteration 22Q: 3 clusters Score -1300040 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -1300091.000000 Penalty: 4583.855957
	Iteration 23Q: 3 clusters Score -1300091 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -1300134.875000 Penalty: 4583.855957
	Iteration 24Q: 3 clusters Score -1300135 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -1300172.625000 Penalty: 4583.855957
	Iteration 25Q: 3 clusters Score -1300173 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -1300195.500000 Penalty: 4583.855957
	Iteration 26Q: 3 clusters Score -1300196 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -1300213.875000 Penalty: 4583.855957
	Iteration 27Q: 3 clusters Score -1300214 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -1300226.875000 Penalty: 4583.855957
	Iteration 28Q: 3 clusters Score -1300227 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -1300248.375000 Penalty: 4583.855957
	Iteration 29Q: 3 clusters Score -1300248 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -1300258.500000 Penalty: 4583.855957
	Iteration 30Q: 3 clusters Score -1300258 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -1300271.125000 Penalty: 4583.855957
	Iteration 31Q: 3 clusters Score -1300271 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -1300275.625000 Penalty: 4583.855957
	Iteration 32Q: 3 clusters Score -1300276 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -1300291.500000 Penalty: 4583.855957
	Iteration 33Q: 3 clusters Score -1300292 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -1300305.375000 Penalty: 4583.855957
	Iteration 34Q: 3 clusters Score -1300305 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -1300311.750000 Penalty: 4583.855957
	Iteration 35Q: 3 clusters Score -1300312 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -1300327.625000 Penalty: 4583.855957
	Iteration 36Q: 3 clusters Score -1300328 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -1300337.375000 Penalty: 4583.855957
	Iteration 37Q: 3 clusters Score -1300337 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -1300348.250000 Penalty: 4583.855957
	Iteration 38Q: 3 clusters Score -1300348 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -1300360.875000 Penalty: 4583.855957
	Iteration 39Q: 3 clusters Score -1300361 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -1300374.125000 Penalty: 4583.855957
	Iteration 40F: 3 clusters Score -1300374 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -1300386.125000 Penalty: 4583.855957
	Iteration 41Q: 3 clusters Score -1300386 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -1300393.875000 Penalty: 4583.855957
	Iteration 42Q: 3 clusters Score -1300394 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -1300401.625000 Penalty: 4583.855957
	Iteration 43Q: 3 clusters Score -1300402 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -1300407.375000 Penalty: 4583.855957
	Iteration 44Q: 3 clusters Score -1300407 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -1300413.250000 Penalty: 4583.855957
	Iteration 45Q: 3 clusters Score -1300413 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -1300417.000000 Penalty: 4583.855957
	Iteration 46Q: 3 clusters Score -1300417 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -1300421.750000 Penalty: 4583.855957
	Iteration 47Q: 3 clusters Score -1300422 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -1300426.625000 Penalty: 4583.855957
	Iteration 48Q: 3 clusters Score -1300427 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -1300430.375000 Penalty: 4583.855957
	Iteration 49Q: 3 clusters Score -1300430 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -1300433.250000 Penalty: 4583.855957
	Iteration 50Q: 3 clusters Score -1300433 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -1300436.125000 Penalty: 4583.855957
	Iteration 51Q: 3 clusters Score -1300436 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -1300443.625000 Penalty: 4583.855957
	Iteration 52Q: 3 clusters Score -1300444 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -1300453.375000 Penalty: 4583.855957
	Iteration 53Q: 3 clusters Score -1300453 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -1300454.125000 Penalty: 4583.855957
	Iteration 54Q: 3 clusters Score -1300454 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -1300461.875000 Penalty: 4583.855957
	Iteration 55Q: 3 clusters Score -1300462 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -1300470.250000 Penalty: 4583.855957
	Iteration 56Q: 3 clusters Score -1300470 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -1300474.500000 Penalty: 4583.855957
	Iteration 57Q: 3 clusters Score -1300474 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -1300475.625000 Penalty: 4583.855957
	Iteration 58Q: 3 clusters Score -1300476 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -1300476.625000 Penalty: 4583.855957
	Iteration 59Q: 3 clusters Score -1300477 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -1300482.625000 Penalty: 4583.855957
	Iteration 60F: 3 clusters Score -1300483 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -1300485.750000 Penalty: 4583.855957
	Iteration 61Q: 3 clusters Score -1300486 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -1300490.750000 Penalty: 4583.855957
	Iteration 62Q: 3 clusters Score -1300491 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -1300494.125000 Penalty: 4583.855957
	Iteration 63Q: 3 clusters Score -1300494 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -1300496.875000 Penalty: 4583.855957
	Iteration 64Q: 3 clusters Score -1300497 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -1300501.375000 Penalty: 4583.855957
	Iteration 65Q: 3 clusters Score -1300501 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -1300506.875000 Penalty: 4583.855957
	Iteration 66Q: 3 clusters Score -1300507 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -1300510.500000 Penalty: 4583.855957
	Iteration 67Q: 3 clusters Score -1300510 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -1300511.125000 Penalty: 4583.855957
	Iteration 68Q: 3 clusters Score -1300511 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -1300513.875000 Penalty: 4583.855957
	Iteration 69Q: 3 clusters Score -1300514 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -1300516.625000 Penalty: 4583.855957
	Iteration 70Q: 3 clusters Score -1300517 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -1300518.125000 Penalty: 4583.855957
	Iteration 71Q: 3 clusters Score -1300518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -1300518.250000 Penalty: 4583.855957
	Iteration 72Q: 3 clusters Score -1300518 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -1300517.875000 Penalty: 4583.855957
	Iteration 73Q: 3 clusters Score -1300518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -1300519.125000 Penalty: 4583.855957
	Iteration 74Q: 3 clusters Score -1300519 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -1300520.125000 Penalty: 4583.855957
	Iteration 75Q: 3 clusters Score -1300520 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -1300521.250000 Penalty: 4583.855957
	Iteration 76Q: 3 clusters Score -1300521 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -1300520.500000 Penalty: 4583.855957
	Iteration 77Q: 3 clusters Score -1300520 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -1300520.500000 Penalty: 4583.855957
	Iteration 78F: 3 clusters Score -1300520 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Entering Unmasked Estep 
Score: -27529.277344 Penalty: 1394.756348
	Iteration 0F: 2 clusters Score -27529.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -26364.447266 Penalty: 2789.512695
	Iteration 0F: 3 clusters Score -26364.45 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -26485.285156 Penalty: 2789.512695
	Iteration 1F: 3 clusters Score -26485.29 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -26566.146484 Penalty: 2789.512695
	Iteration 2Q: 3 clusters Score -26566.15 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -26599.744141 Penalty: 2789.512695
	Iteration 3Q: 3 clusters Score -26599.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -26607.251953 Penalty: 2789.512695
	Iteration 4Q: 3 clusters Score -26607.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -26618.703125 Penalty: 2789.512695
	Iteration 5Q: 3 clusters Score -26618.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -26631.279297 Penalty: 2789.512695
	Iteration 6Q: 3 clusters Score -26631.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -26650.501953 Penalty: 2789.512695
	Iteration 7Q: 3 clusters Score -26650.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -26678.826172 Penalty: 2789.512695
	Iteration 8Q: 3 clusters Score -26678.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -26684.402344 Penalty: 2789.512695
	Iteration 9Q: 3 clusters Score -26684.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -26684.402344 Penalty: 2789.512695
	Iteration 10F: 3 clusters Score -26684.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (27558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27558 members 
Entering Unmasked Estep 
Score: -3508618.500000 Penalty: 2535.563965
	Iteration 0F: 2 clusters Score -3508618 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13822 members 
Mstep: Class 2 contains 13736 members 
Entering Unmasked Estep 
Score: -3489582.750000 Penalty: 5071.127930
	Iteration 0F: 3 clusters Score -3489583 nChanged 12439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14137 members 
Mstep: Class 2 contains 13421 members 
Entering Unmasked Estep 
Score: -3496477.500000 Penalty: 5071.127930
	Iteration 1F: 3 clusters Score -3496478 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14334 members 
Mstep: Class 2 contains 13224 members 
Entering Unmasked Estep 
Score: -3496879.750000 Penalty: 5071.127930
	Iteration 2Q: 3 clusters Score -3496880 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14593 members 
Mstep: Class 2 contains 12965 members 
Entering Unmasked Estep 
Score: -3497279.250000 Penalty: 5071.127930
	Iteration 3Q: 3 clusters Score -3497279 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14966 members 
Mstep: Class 2 contains 12592 members 
Entering Unmasked Estep 
Score: -3497663.250000 Penalty: 5071.127930
	Iteration 4Q: 3 clusters Score -3497663 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15554 members 
Mstep: Class 2 contains 12004 members 
Entering Unmasked Estep 
Score: -3498154.500000 Penalty: 5071.127930
	Iteration 5Q: 3 clusters Score -3498154 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16337 members 
Mstep: Class 2 contains 11221 members 
Entering Unmasked Estep 
Score: -3498800.500000 Penalty: 5071.127930
	Iteration 6Q: 3 clusters Score -3498800 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17305 members 
Mstep: Class 2 contains 10253 members 
Entering Unmasked Estep 
Score: -3499666.000000 Penalty: 5071.127930
	Iteration 7F: 3 clusters Score -3499666 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18468 members 
Mstep: Class 2 contains 9090 members 
Entering Unmasked Estep 
Score: -3500719.500000 Penalty: 5071.127930
	Iteration 8F: 3 clusters Score -3500720 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19699 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -3501729.000000 Penalty: 5071.127930
	Iteration 9F: 3 clusters Score -3501729 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20910 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -3502646.500000 Penalty: 5071.127930
	Iteration 10F: 3 clusters Score -3502646 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21993 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -3503417.000000 Penalty: 5071.127930
	Iteration 11Q: 3 clusters Score -3503417 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22915 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -3503989.750000 Penalty: 5071.127930
	Iteration 12Q: 3 clusters Score -3503990 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23697 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -3504441.750000 Penalty: 5071.127930
	Iteration 13Q: 3 clusters Score -3504442 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24341 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -3504791.250000 Penalty: 5071.127930
	Iteration 14Q: 3 clusters Score -3504791 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24870 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -3505080.000000 Penalty: 5071.127930
	Iteration 15Q: 3 clusters Score -3505080 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25320 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -3505330.500000 Penalty: 5071.127930
	Iteration 16Q: 3 clusters Score -3505330 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25698 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -3505548.000000 Penalty: 5071.127930
	Iteration 17Q: 3 clusters Score -3505548 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26012 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -3505743.750000 Penalty: 5071.127930
	Iteration 18Q: 3 clusters Score -3505744 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26240 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -3505873.250000 Penalty: 5071.127930
	Iteration 19Q: 3 clusters Score -3505873 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26416 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -3505997.250000 Penalty: 5071.127930
	Iteration 20F: 3 clusters Score -3505997 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26556 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -3506094.500000 Penalty: 5071.127930
	Iteration 21Q: 3 clusters Score -3506094 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26661 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -3506163.250000 Penalty: 5071.127930
	Iteration 22Q: 3 clusters Score -3506163 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26730 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -3506211.250000 Penalty: 5071.127930
	Iteration 23Q: 3 clusters Score -3506211 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26777 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -3506252.500000 Penalty: 5071.127930
	Iteration 24Q: 3 clusters Score -3506252 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26818 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -3506281.000000 Penalty: 5071.127930
	Iteration 25Q: 3 clusters Score -3506281 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26848 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -3506304.250000 Penalty: 5071.127930
	Iteration 26Q: 3 clusters Score -3506304 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26877 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -3506319.000000 Penalty: 5071.127930
	Iteration 27Q: 3 clusters Score -3506319 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26902 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -3506336.250000 Penalty: 5071.127930
	Iteration 28Q: 3 clusters Score -3506336 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26915 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -3506345.750000 Penalty: 5071.127930
	Iteration 29Q: 3 clusters Score -3506346 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26927 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -3506351.500000 Penalty: 5071.127930
	Iteration 30Q: 3 clusters Score -3506352 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26941 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -3506359.000000 Penalty: 5071.127930
	Iteration 31Q: 3 clusters Score -3506359 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26950 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -3506364.500000 Penalty: 5071.127930
	Iteration 32Q: 3 clusters Score -3506364 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26958 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -3506376.750000 Penalty: 5071.127930
	Iteration 33Q: 3 clusters Score -3506377 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26965 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -3506382.250000 Penalty: 5071.127930
	Iteration 34Q: 3 clusters Score -3506382 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26968 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -3506383.500000 Penalty: 5071.127930
	Iteration 35Q: 3 clusters Score -3506384 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26970 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -3506381.500000 Penalty: 5071.127930
	Iteration 36Q: 3 clusters Score -3506382 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26970 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -3506381.500000 Penalty: 5071.127930
	Iteration 37F: 3 clusters Score -3506382 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (7953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Entering Unmasked Estep 
Score: -983300.062500 Penalty: 2227.363525
	Iteration 0F: 2 clusters Score -983300.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -976926.312500 Penalty: 4454.727051
	Iteration 0F: 3 clusters Score -976926.3 nChanged 3250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -978618.937500 Penalty: 4454.727051
	Iteration 1F: 3 clusters Score -978618.9 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -978932.625000 Penalty: 4454.727051
	Iteration 2F: 3 clusters Score -978932.6 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -979109.437500 Penalty: 4454.727051
	Iteration 3F: 3 clusters Score -979109.4 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -979239.625000 Penalty: 4454.727051
	Iteration 4Q: 3 clusters Score -979239.6 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -979359.625000 Penalty: 4454.727051
	Iteration 5Q: 3 clusters Score -979359.6 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -979461.625000 Penalty: 4454.727051
	Iteration 6Q: 3 clusters Score -979461.6 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -979550.187500 Penalty: 4454.727051
	Iteration 7Q: 3 clusters Score -979550.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -979628.250000 Penalty: 4454.727051
	Iteration 8Q: 3 clusters Score -979628.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -979702.250000 Penalty: 4454.727051
	Iteration 9Q: 3 clusters Score -979702.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -979781.250000 Penalty: 4454.727051
	Iteration 10Q: 3 clusters Score -979781.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -979853.500000 Penalty: 4454.727051
	Iteration 11Q: 3 clusters Score -979853.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -979923.937500 Penalty: 4454.727051
	Iteration 12Q: 3 clusters Score -979923.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -980016.625000 Penalty: 4454.727051
	Iteration 13Q: 3 clusters Score -980016.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -980092.937500 Penalty: 4454.727051
	Iteration 14Q: 3 clusters Score -980092.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -980168.187500 Penalty: 4454.727051
	Iteration 15Q: 3 clusters Score -980168.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -980233.062500 Penalty: 4454.727051
	Iteration 16Q: 3 clusters Score -980233.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -980298.312500 Penalty: 4454.727051
	Iteration 17Q: 3 clusters Score -980298.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -980357.437500 Penalty: 4454.727051
	Iteration 18Q: 3 clusters Score -980357.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -980408.812500 Penalty: 4454.727051
	Iteration 19Q: 3 clusters Score -980408.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -980461.312500 Penalty: 4454.727051
	Iteration 20F: 3 clusters Score -980461.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -980515.062500 Penalty: 4454.727051
	Iteration 21Q: 3 clusters Score -980515.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -980565.250000 Penalty: 4454.727051
	Iteration 22Q: 3 clusters Score -980565.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -980626.437500 Penalty: 4454.727051
	Iteration 23Q: 3 clusters Score -980626.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -980680.625000 Penalty: 4454.727051
	Iteration 24Q: 3 clusters Score -980680.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -980742.312500 Penalty: 4454.727051
	Iteration 25Q: 3 clusters Score -980742.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -980794.437500 Penalty: 4454.727051
	Iteration 26Q: 3 clusters Score -980794.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -980832.875000 Penalty: 4454.727051
	Iteration 27Q: 3 clusters Score -980832.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -980863.250000 Penalty: 4454.727051
	Iteration 28Q: 3 clusters Score -980863.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -980893.125000 Penalty: 4454.727051
	Iteration 29Q: 3 clusters Score -980893.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -980918.000000 Penalty: 4454.727051
	Iteration 30Q: 3 clusters Score -980918 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -980940.375000 Penalty: 4454.727051
	Iteration 31Q: 3 clusters Score -980940.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -980958.437500 Penalty: 4454.727051
	Iteration 32Q: 3 clusters Score -980958.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -980978.312500 Penalty: 4454.727051
	Iteration 33Q: 3 clusters Score -980978.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -980990.625000 Penalty: 4454.727051
	Iteration 34Q: 3 clusters Score -980990.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -981005.375000 Penalty: 4454.727051
	Iteration 35Q: 3 clusters Score -981005.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -981025.312500 Penalty: 4454.727051
	Iteration 36Q: 3 clusters Score -981025.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -981039.312500 Penalty: 4454.727051
	Iteration 37Q: 3 clusters Score -981039.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -981055.000000 Penalty: 4454.727051
	Iteration 38Q: 3 clusters Score -981055 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -981072.750000 Penalty: 4454.727051
	Iteration 39Q: 3 clusters Score -981072.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -981096.250000 Penalty: 4454.727051
	Iteration 40F: 3 clusters Score -981096.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -981118.500000 Penalty: 4454.727051
	Iteration 41Q: 3 clusters Score -981118.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -981139.250000 Penalty: 4454.727051
	Iteration 42Q: 3 clusters Score -981139.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -981162.062500 Penalty: 4454.727051
	Iteration 43Q: 3 clusters Score -981162.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -981188.312500 Penalty: 4454.727051
	Iteration 44Q: 3 clusters Score -981188.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -981219.250000 Penalty: 4454.727051
	Iteration 45Q: 3 clusters Score -981219.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -981234.375000 Penalty: 4454.727051
	Iteration 46Q: 3 clusters Score -981234.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -981252.937500 Penalty: 4454.727051
	Iteration 47Q: 3 clusters Score -981252.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -981262.812500 Penalty: 4454.727051
	Iteration 48Q: 3 clusters Score -981262.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -981269.250000 Penalty: 4454.727051
	Iteration 49Q: 3 clusters Score -981269.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -981275.687500 Penalty: 4454.727051
	Iteration 50Q: 3 clusters Score -981275.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -981279.312500 Penalty: 4454.727051
	Iteration 51Q: 3 clusters Score -981279.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -981281.562500 Penalty: 4454.727051
	Iteration 52Q: 3 clusters Score -981281.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -981282.000000 Penalty: 4454.727051
	Iteration 53Q: 3 clusters Score -981282 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -981286.000000 Penalty: 4454.727051
	Iteration 54Q: 3 clusters Score -981286 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -981285.000000 Penalty: 4454.727051
	Iteration 55Q: 3 clusters Score -981285 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -981288.562500 Penalty: 4454.727051
	Iteration 56Q: 3 clusters Score -981288.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -981288.125000 Penalty: 4454.727051
	Iteration 57Q: 3 clusters Score -981288.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -981291.000000 Penalty: 4454.727051
	Iteration 58Q: 3 clusters Score -981291 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -981290.375000 Penalty: 4454.727051
	Iteration 59Q: 3 clusters Score -981290.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -981289.750000 Penalty: 4454.727051
	Iteration 60F: 3 clusters Score -981289.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -981290.500000 Penalty: 4454.727051
	Iteration 61Q: 3 clusters Score -981290.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -981290.187500 Penalty: 4454.727051
	Iteration 62Q: 3 clusters Score -981290.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -981291.625000 Penalty: 4454.727051
	Iteration 63Q: 3 clusters Score -981291.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -981291.875000 Penalty: 4454.727051
	Iteration 64Q: 3 clusters Score -981291.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -981291.875000 Penalty: 4454.727051
	Iteration 65F: 3 clusters Score -981291.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Entering Unmasked Estep 
Score: -40468.753906 Penalty: 1424.264893
	Iteration 0F: 2 clusters Score -40468.75 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 167 members 
Entering Unmasked Estep 
Score: -39304.199219 Penalty: 2848.529785
	Iteration 0F: 3 clusters Score -39304.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -40127.101562 Penalty: 2848.529785
	Iteration 1F: 3 clusters Score -40127.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -40748.121094 Penalty: 2848.529785
	Iteration 2F: 3 clusters Score -40748.12 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -40921.535156 Penalty: 2848.529785
	Iteration 3Q: 3 clusters Score -40921.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -40967.207031 Penalty: 2848.529785
	Iteration 4Q: 3 clusters Score -40967.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -40980.671875 Penalty: 2848.529785
	Iteration 5Q: 3 clusters Score -40980.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -40980.671875 Penalty: 2848.529785
	Iteration 6F: 3 clusters Score -40980.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 2522 members 
Mstep: Class 3 contains 4140 members 
Mstep: Class 4 contains 12070 members 
Mstep: Class 5 contains 3189 members 
Mstep: Class 6 contains 2551 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7708 members 
Mstep: Class 9 contains 172803 members 
Mstep: Class 10 contains 8509 members 
Mstep: Class 11 contains 3816 members 
Mstep: Class 12 contains 23259 members 
Mstep: Class 13 contains 4032 members 
Mstep: Class 14 contains 6796 members 
Mstep: Class 15 contains 178754 members 
Mstep: Class 16 contains 216528 members 
Mstep: Class 17 contains 11687 members 
Mstep: Class 18 contains 29538 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4180 members 
Mstep: Class 21 contains 21796 members 
Mstep: Class 22 contains 51456 members 
Mstep: Class 23 contains 4483 members 
Mstep: Class 24 contains 952 members 
Mstep: Class 25 contains 39523 members 
Mstep: Class 26 contains 37633 members 
Mstep: Class 27 contains 6223 members 
Mstep: Class 28 contains 25977 members 
Mstep: Class 29 contains 7489 members 
Mstep: Class 30 contains 19241 members 
Mstep: Class 31 contains 5257 members 
Mstep: Class 32 contains 17560 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11731 members 
Mstep: Class 35 contains 61433 members 
Mstep: Class 36 contains 26498 members 
Mstep: Class 37 contains 7333 members 
Mstep: Class 38 contains 254 members 
Mstep: Class 39 contains 3645 members 
Mstep: Class 40 contains 2895 members 
Mstep: Class 41 contains 28647 members 
Mstep: Class 42 contains 11211 members 
Mstep: Class 43 contains 480 members 
Mstep: Class 44 contains 2848 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10318 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27558 members 
Mstep: Class 49 contains 7953 members 
Mstep: Class 50 contains 109 members 
Mstep: Class 51 contains 28231 members 
Mstep: Class 52 contains 252 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 371 members 
Mstep: Class 56 contains 1130 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 406 members 
Mstep: Class 59 contains 913 members 
Mstep: Class 60 contains 335 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 333 members 
Mstep: Class 63 contains 1097 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 665 members 
Mstep: Class 67 contains 625 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 323 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 435 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1687 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2152 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 190 members 
Mstep: Class 79 contains 945 members 
Mstep: Class 80 contains 1257 members 
Mstep: Class 81 contains 203 members 
Entering Unmasked Estep 
Score: -147544720.000000 Penalty: 280990.781250
Splitting cluster 50 changes total score from -147546240.000000 to -147544720.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 51 (28231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28231 members 
Entering Unmasked Estep 
Score: -3725496.750000 Penalty: 2541.547607
	Iteration 0F: 2 clusters Score -3725497 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13996 members 
Mstep: Class 2 contains 14235 members 
Entering Unmasked Estep 
Score: -3705937.000000 Penalty: 5083.095215
	Iteration 0F: 3 clusters Score -3705937 nChanged 12745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13141 members 
Mstep: Class 2 contains 15090 members 
Entering Unmasked Estep 
Score: -3712941.750000 Penalty: 5083.095215
	Iteration 1F: 3 clusters Score -3712942 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12627 members 
Mstep: Class 2 contains 15604 members 
Entering Unmasked Estep 
Score: -3713347.750000 Penalty: 5083.095215
	Iteration 2Q: 3 clusters Score -3713348 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11895 members 
Mstep: Class 2 contains 16336 members 
Entering Unmasked Estep 
Score: -3713750.500000 Penalty: 5083.095215
	Iteration 3Q: 3 clusters Score -3713750 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10910 members 
Mstep: Class 2 contains 17321 members 
Entering Unmasked Estep 
Score: -3714283.500000 Penalty: 5083.095215
	Iteration 4Q: 3 clusters Score -3714284 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 18655 members 
Entering Unmasked Estep 
Score: -3715040.500000 Penalty: 5083.095215
	Iteration 5F: 3 clusters Score -3715040 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 20347 members 
Entering Unmasked Estep 
Score: -3716202.250000 Penalty: 5083.095215
	Iteration 6F: 3 clusters Score -3716202 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 22422 members 
Entering Unmasked Estep 
Score: -3717889.500000 Penalty: 5083.095215
	Iteration 7F: 3 clusters Score -3717890 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 24537 members 
Entering Unmasked Estep 
Score: -3719803.000000 Penalty: 5083.095215
	Iteration 8F: 3 clusters Score -3719803 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 26246 members 
Entering Unmasked Estep 
Score: -3721423.500000 Penalty: 5083.095215
	Iteration 9F: 3 clusters Score -3721424 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 27234 members 
Entering Unmasked Estep 
Score: -3722339.250000 Penalty: 5083.095215
	Iteration 10Q: 3 clusters Score -3722339 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 27678 members 
Entering Unmasked Estep 
Score: -3722791.000000 Penalty: 5083.095215
	Iteration 11Q: 3 clusters Score -3722791 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 27851 members 
Entering Unmasked Estep 
Score: -3722989.000000 Penalty: 5083.095215
	Iteration 12Q: 3 clusters Score -3722989 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 27935 members 
Entering Unmasked Estep 
Score: -3723106.500000 Penalty: 5083.095215
	Iteration 13Q: 3 clusters Score -3723106 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 27970 members 
Entering Unmasked Estep 
Score: -3723160.250000 Penalty: 5083.095215
	Iteration 14Q: 3 clusters Score -3723160 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 27992 members 
Entering Unmasked Estep 
Score: -3723198.000000 Penalty: 5083.095215
	Iteration 15Q: 3 clusters Score -3723198 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 28000 members 
Entering Unmasked Estep 
Score: -3723211.250000 Penalty: 5083.095215
	Iteration 16Q: 3 clusters Score -3723211 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 28004 members 
Entering Unmasked Estep 
Score: -3723224.000000 Penalty: 5083.095215
	Iteration 17Q: 3 clusters Score -3723224 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 28003 members 
Entering Unmasked Estep 
Score: -3723227.500000 Penalty: 5083.095215
	Iteration 18Q: 3 clusters Score -3723228 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 28004 members 
Entering Unmasked Estep 
Score: -3723231.500000 Penalty: 5083.095215
	Iteration 19Q: 3 clusters Score -3723232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 28005 members 
Entering Unmasked Estep 
Score: -3723231.000000 Penalty: 5083.095215
	Iteration 20F: 3 clusters Score -3723231 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 28004 members 
Entering Unmasked Estep 
Score: -3723234.000000 Penalty: 5083.095215
	Iteration 21Q: 3 clusters Score -3723234 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 28004 members 
Entering Unmasked Estep 
Score: -3723234.000000 Penalty: 5083.095215
	Iteration 22F: 3 clusters Score -3723234 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Entering Unmasked Estep 
Score: -29728.113281 Penalty: 1371.298340
	Iteration 0F: 2 clusters Score -29728.11 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 126 members 
Entering Unmasked Estep 
Score: -28719.183594 Penalty: 2742.596680
	Iteration 0F: 3 clusters Score -28719.18 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -29046.392578 Penalty: 2742.596680
	Iteration 1F: 3 clusters Score -29046.39 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -29217.947266 Penalty: 2742.596680
	Iteration 2F: 3 clusters Score -29217.95 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -29336.208984 Penalty: 2742.596680
	Iteration 3F: 3 clusters Score -29336.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -29341.927734 Penalty: 2742.596680
	Iteration 4Q: 3 clusters Score -29341.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -29341.927734 Penalty: 2742.596680
	Iteration 5F: 3 clusters Score -29341.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (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: -61320.179688 Penalty: 1503.818726
	Iteration 0F: 2 clusters Score -61320.18 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: -59976.144531 Penalty: 3007.637451
	Iteration 0F: 3 clusters Score -59976.14 nChanged 76
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: -60442.167969 Penalty: 3007.637451
	Iteration 1F: 3 clusters Score -60442.17 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -60943.667969 Penalty: 3007.637451
	Iteration 2F: 3 clusters Score -60943.67 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -61564.703125 Penalty: 3007.637451
	Iteration 3F: 3 clusters Score -61564.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -61734.414062 Penalty: 3007.637451
	Iteration 4Q: 3 clusters Score -61734.41 nChanged 13
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: -61828.609375 Penalty: 3007.637451
	Iteration 5Q: 3 clusters Score -61828.61 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: -61916.710938 Penalty: 3007.637451
	Iteration 6Q: 3 clusters Score -61916.71 nChanged 5
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: -62059.863281 Penalty: 3007.637451
	Iteration 7Q: 3 clusters Score -62059.86 nChanged 4
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: -62079.527344 Penalty: 3007.637451
	Iteration 8Q: 3 clusters Score -62079.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -62083.109375 Penalty: 3007.637451
	Iteration 9Q: 3 clusters Score -62083.11 nChanged 0
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: -62083.109375 Penalty: 3007.637451
	Iteration 10F: 3 clusters Score -62083.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 2522 members 
Mstep: Class 3 contains 4140 members 
Mstep: Class 4 contains 12070 members 
Mstep: Class 5 contains 3189 members 
Mstep: Class 6 contains 2551 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7708 members 
Mstep: Class 9 contains 172803 members 
Mstep: Class 10 contains 8509 members 
Mstep: Class 11 contains 3816 members 
Mstep: Class 12 contains 23259 members 
Mstep: Class 13 contains 4032 members 
Mstep: Class 14 contains 6796 members 
Mstep: Class 15 contains 178754 members 
Mstep: Class 16 contains 216528 members 
Mstep: Class 17 contains 11687 members 
Mstep: Class 18 contains 29538 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4180 members 
Mstep: Class 21 contains 21796 members 
Mstep: Class 22 contains 51456 members 
Mstep: Class 23 contains 4483 members 
Mstep: Class 24 contains 952 members 
Mstep: Class 25 contains 39523 members 
Mstep: Class 26 contains 37633 members 
Mstep: Class 27 contains 6223 members 
Mstep: Class 28 contains 25977 members 
Mstep: Class 29 contains 7489 members 
Mstep: Class 30 contains 19241 members 
Mstep: Class 31 contains 5257 members 
Mstep: Class 32 contains 17560 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11731 members 
Mstep: Class 35 contains 61433 members 
Mstep: Class 36 contains 26498 members 
Mstep: Class 37 contains 7333 members 
Mstep: Class 38 contains 254 members 
Mstep: Class 39 contains 3645 members 
Mstep: Class 40 contains 2895 members 
Mstep: Class 41 contains 28647 members 
Mstep: Class 42 contains 11211 members 
Mstep: Class 43 contains 480 members 
Mstep: Class 44 contains 2848 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10318 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27558 members 
Mstep: Class 49 contains 7953 members 
Mstep: Class 50 contains 312 members 
Mstep: Class 51 contains 28231 members 
Mstep: Class 52 contains 252 members 
Mstep: Class 53 contains 215 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 371 members 
Mstep: Class 56 contains 1130 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 406 members 
Mstep: Class 59 contains 913 members 
Mstep: Class 60 contains 335 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 333 members 
Mstep: Class 63 contains 1097 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 665 members 
Mstep: Class 67 contains 625 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 323 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 435 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1687 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2152 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 190 members 
Mstep: Class 79 contains 945 members 
Mstep: Class 80 contains 1257 members 
Mstep: Class 81 contains 215 members 
Entering Unmasked Estep 
Score: -147545008.000000 Penalty: 280990.781250
Splitting cluster 53 changes total score from -147546240.000000 to -147545008.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 54 (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: -23977.812500 Penalty: 1344.292725
	Iteration 0F: 2 clusters Score -23977.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -22876.328125 Penalty: 2688.585449
	Iteration 0F: 3 clusters Score -22876.33 nChanged 19
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: -22923.556641 Penalty: 2688.585449
	Iteration 1F: 3 clusters Score -22923.56 nChanged 5
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: -22939.789062 Penalty: 2688.585449
	Iteration 2Q: 3 clusters Score -22939.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -22948.656250 Penalty: 2688.585449
	Iteration 3Q: 3 clusters Score -22948.66 nChanged 1
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: -22949.921875 Penalty: 2688.585449
	Iteration 4Q: 3 clusters Score -22949.92 nChanged 1
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: -22951.056641 Penalty: 2688.585449
	Iteration 5Q: 3 clusters Score -22951.06 nChanged 0
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: -22951.056641 Penalty: 2688.585449
	Iteration 6F: 3 clusters Score -22951.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Entering Unmasked Estep 
Score: -50890.562500 Penalty: 1467.218140
	Iteration 0F: 2 clusters Score -50890.56 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 195 members 
Entering Unmasked Estep 
Score: -49587.695312 Penalty: 2934.436279
	Iteration 0F: 3 clusters Score -49587.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -49901.191406 Penalty: 2934.436279
	Iteration 1F: 3 clusters Score -49901.19 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -50095.390625 Penalty: 2934.436279
	Iteration 2F: 3 clusters Score -50095.39 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -50247.007812 Penalty: 2934.436279
	Iteration 3F: 3 clusters Score -50247.01 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -50294.382812 Penalty: 2934.436279
	Iteration 4Q: 3 clusters Score -50294.38 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -50351.511719 Penalty: 2934.436279
	Iteration 5Q: 3 clusters Score -50351.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -50373.808594 Penalty: 2934.436279
	Iteration 6Q: 3 clusters Score -50373.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -50393.109375 Penalty: 2934.436279
	Iteration 7Q: 3 clusters Score -50393.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -50403.761719 Penalty: 2934.436279
	Iteration 8Q: 3 clusters Score -50403.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -50433.832031 Penalty: 2934.436279
	Iteration 9Q: 3 clusters Score -50433.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -50462.070312 Penalty: 2934.436279
	Iteration 10Q: 3 clusters Score -50462.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -50473.042969 Penalty: 2934.436279
	Iteration 11Q: 3 clusters Score -50473.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -50478.191406 Penalty: 2934.436279
	Iteration 12Q: 3 clusters Score -50478.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -50481.000000 Penalty: 2934.436279
	Iteration 13Q: 3 clusters Score -50481 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -50483.531250 Penalty: 2934.436279
	Iteration 14Q: 3 clusters Score -50483.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -50483.531250 Penalty: 2934.436279
	Iteration 15F: 3 clusters Score -50483.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (1130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Entering Unmasked Estep 
Score: -137467.890625 Penalty: 1743.433350
	Iteration 0F: 2 clusters Score -137467.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -135447.015625 Penalty: 3486.866699
	Iteration 0F: 3 clusters Score -135447 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -135731.171875 Penalty: 3486.866699
	Iteration 1F: 3 clusters Score -135731.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -135804.437500 Penalty: 3486.866699
	Iteration 2F: 3 clusters Score -135804.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -135842.609375 Penalty: 3486.866699
	Iteration 3Q: 3 clusters Score -135842.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -135875.734375 Penalty: 3486.866699
	Iteration 4Q: 3 clusters Score -135875.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -135890.375000 Penalty: 3486.866699
	Iteration 5Q: 3 clusters Score -135890.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -135898.125000 Penalty: 3486.866699
	Iteration 6Q: 3 clusters Score -135898.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -135901.671875 Penalty: 3486.866699
	Iteration 7Q: 3 clusters Score -135901.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -135903.562500 Penalty: 3486.866699
	Iteration 8Q: 3 clusters Score -135903.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -135905.687500 Penalty: 3486.866699
	Iteration 9Q: 3 clusters Score -135905.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -135907.937500 Penalty: 3486.866699
	Iteration 10Q: 3 clusters Score -135907.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -135912.828125 Penalty: 3486.866699
	Iteration 11Q: 3 clusters Score -135912.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -135915.437500 Penalty: 3486.866699
	Iteration 12Q: 3 clusters Score -135915.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -135918.375000 Penalty: 3486.866699
	Iteration 13Q: 3 clusters Score -135918.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -135919.796875 Penalty: 3486.866699
	Iteration 14Q: 3 clusters Score -135919.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -135920.781250 Penalty: 3486.866699
	Iteration 15Q: 3 clusters Score -135920.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -135921.468750 Penalty: 3486.866699
	Iteration 16Q: 3 clusters Score -135921.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -135921.468750 Penalty: 3486.866699
	Iteration 17F: 3 clusters Score -135921.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Entering Unmasked Estep 
Score: -92421.273438 Penalty: 1592.562378
	Iteration 0F: 2 clusters Score -92421.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -90858.351562 Penalty: 3185.124756
	Iteration 0F: 3 clusters Score -90858.35 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -91366.156250 Penalty: 3185.124756
	Iteration 1F: 3 clusters Score -91366.16 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -91840.460938 Penalty: 3185.124756
	Iteration 2F: 3 clusters Score -91840.46 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -92475.257812 Penalty: 3185.124756
	Iteration 3F: 3 clusters Score -92475.26 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -92776.101562 Penalty: 3185.124756
	Iteration 4F: 3 clusters Score -92776.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -92975.976562 Penalty: 3185.124756
	Iteration 5Q: 3 clusters Score -92975.98 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -93262.507812 Penalty: 3185.124756
	Iteration 6Q: 3 clusters Score -93262.51 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -93510.359375 Penalty: 3185.124756
	Iteration 7Q: 3 clusters Score -93510.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -93520.039062 Penalty: 3185.124756
	Iteration 8Q: 3 clusters Score -93520.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -93526.500000 Penalty: 3185.124756
	Iteration 9Q: 3 clusters Score -93526.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -93546.718750 Penalty: 3185.124756
	Iteration 10Q: 3 clusters Score -93546.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -93597.781250 Penalty: 3185.124756
	Iteration 11Q: 3 clusters Score -93597.78 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -93868.851562 Penalty: 3185.124756
	Iteration 12Q: 3 clusters Score -93868.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -93989.945312 Penalty: 3185.124756
	Iteration 13Q: 3 clusters Score -93989.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -93989.945312 Penalty: 3185.124756
	Iteration 14F: 3 clusters Score -93989.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 2522 members 
Mstep: Class 3 contains 4140 members 
Mstep: Class 4 contains 12070 members 
Mstep: Class 5 contains 3189 members 
Mstep: Class 6 contains 2551 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7708 members 
Mstep: Class 9 contains 172803 members 
Mstep: Class 10 contains 8509 members 
Mstep: Class 11 contains 3816 members 
Mstep: Class 12 contains 23259 members 
Mstep: Class 13 contains 4032 members 
Mstep: Class 14 contains 6796 members 
Mstep: Class 15 contains 178754 members 
Mstep: Class 16 contains 216528 members 
Mstep: Class 17 contains 11687 members 
Mstep: Class 18 contains 29538 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4180 members 
Mstep: Class 21 contains 21796 members 
Mstep: Class 22 contains 51456 members 
Mstep: Class 23 contains 4483 members 
Mstep: Class 24 contains 952 members 
Mstep: Class 25 contains 39523 members 
Mstep: Class 26 contains 37633 members 
Mstep: Class 27 contains 6223 members 
Mstep: Class 28 contains 25977 members 
Mstep: Class 29 contains 7489 members 
Mstep: Class 30 contains 19241 members 
Mstep: Class 31 contains 5257 members 
Mstep: Class 32 contains 17560 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11731 members 
Mstep: Class 35 contains 61433 members 
Mstep: Class 36 contains 26498 members 
Mstep: Class 37 contains 7333 members 
Mstep: Class 38 contains 254 members 
Mstep: Class 39 contains 3645 members 
Mstep: Class 40 contains 2895 members 
Mstep: Class 41 contains 28647 members 
Mstep: Class 42 contains 11211 members 
Mstep: Class 43 contains 480 members 
Mstep: Class 44 contains 2848 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10318 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27558 members 
Mstep: Class 49 contains 7953 members 
Mstep: Class 50 contains 312 members 
Mstep: Class 51 contains 28231 members 
Mstep: Class 52 contains 252 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 371 members 
Mstep: Class 56 contains 1130 members 
Mstep: Class 57 contains 267 members 
Mstep: Class 58 contains 406 members 
Mstep: Class 59 contains 913 members 
Mstep: Class 60 contains 335 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 333 members 
Mstep: Class 63 contains 1097 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 665 members 
Mstep: Class 67 contains 625 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 323 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 435 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1687 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2152 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 190 members 
Mstep: Class 79 contains 945 members 
Mstep: Class 80 contains 1257 members 
Mstep: Class 81 contains 348 members 
Entering Unmasked Estep 
Score: -147545824.000000 Penalty: 280990.781250
Splitting cluster 57 changes total score from -147546240.000000 to -147545824.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 58 (406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Entering Unmasked Estep 
Score: -34225.332031 Penalty: 1489.575684
	Iteration 0F: 2 clusters Score -34225.33 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 185 members 
Entering Unmasked Estep 
Score: -32973.691406 Penalty: 2979.151367
	Iteration 0F: 3 clusters Score -32973.69 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -33266.351562 Penalty: 2979.151367
	Iteration 1F: 3 clusters Score -33266.35 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -33366.511719 Penalty: 2979.151367
	Iteration 2F: 3 clusters Score -33366.51 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -33420.628906 Penalty: 2979.151367
	Iteration 3Q: 3 clusters Score -33420.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -33440.550781 Penalty: 2979.151367
	Iteration 4Q: 3 clusters Score -33440.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -33451.074219 Penalty: 2979.151367
	Iteration 5Q: 3 clusters Score -33451.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -33467.648438 Penalty: 2979.151367
	Iteration 6Q: 3 clusters Score -33467.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -33480.761719 Penalty: 2979.151367
	Iteration 7Q: 3 clusters Score -33480.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -33489.871094 Penalty: 2979.151367
	Iteration 8Q: 3 clusters Score -33489.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -33496.171875 Penalty: 2979.151367
	Iteration 9Q: 3 clusters Score -33496.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -33508.984375 Penalty: 2979.151367
	Iteration 10Q: 3 clusters Score -33508.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -33508.984375 Penalty: 2979.151367
	Iteration 11F: 3 clusters Score -33508.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Entering Unmasked Estep 
Score: -133171.250000 Penalty: 1690.550415
	Iteration 0F: 2 clusters Score -133171.2 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 470 members 
Entering Unmasked Estep 
Score: -131427.859375 Penalty: 3381.100830
	Iteration 0F: 3 clusters Score -131427.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -132232.078125 Penalty: 3381.100830
	Iteration 1F: 3 clusters Score -132232.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -132883.640625 Penalty: 3381.100830
	Iteration 2F: 3 clusters Score -132883.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -133320.812500 Penalty: 3381.100830
	Iteration 3F: 3 clusters Score -133320.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -133624.265625 Penalty: 3381.100830
	Iteration 4Q: 3 clusters Score -133624.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -133768.953125 Penalty: 3381.100830
	Iteration 5Q: 3 clusters Score -133769 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -133797.656250 Penalty: 3381.100830
	Iteration 6Q: 3 clusters Score -133797.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -133814.687500 Penalty: 3381.100830
	Iteration 7Q: 3 clusters Score -133814.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -133826.437500 Penalty: 3381.100830
	Iteration 8Q: 3 clusters Score -133826.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -133827.625000 Penalty: 3381.100830
	Iteration 9Q: 3 clusters Score -133827.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -133827.625000 Penalty: 3381.100830
	Iteration 10F: 3 clusters Score -133827.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 2522 members 
Mstep: Class 3 contains 4140 members 
Mstep: Class 4 contains 12070 members 
Mstep: Class 5 contains 3189 members 
Mstep: Class 6 contains 2551 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7708 members 
Mstep: Class 9 contains 172803 members 
Mstep: Class 10 contains 8509 members 
Mstep: Class 11 contains 3816 members 
Mstep: Class 12 contains 23259 members 
Mstep: Class 13 contains 4032 members 
Mstep: Class 14 contains 6796 members 
Mstep: Class 15 contains 178754 members 
Mstep: Class 16 contains 216528 members 
Mstep: Class 17 contains 11687 members 
Mstep: Class 18 contains 29538 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4180 members 
Mstep: Class 21 contains 21796 members 
Mstep: Class 22 contains 51456 members 
Mstep: Class 23 contains 4483 members 
Mstep: Class 24 contains 952 members 
Mstep: Class 25 contains 39523 members 
Mstep: Class 26 contains 37633 members 
Mstep: Class 27 contains 6223 members 
Mstep: Class 28 contains 25977 members 
Mstep: Class 29 contains 7489 members 
Mstep: Class 30 contains 19241 members 
Mstep: Class 31 contains 5257 members 
Mstep: Class 32 contains 17560 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11731 members 
Mstep: Class 35 contains 61433 members 
Mstep: Class 36 contains 26498 members 
Mstep: Class 37 contains 7333 members 
Mstep: Class 38 contains 254 members 
Mstep: Class 39 contains 3645 members 
Mstep: Class 40 contains 2895 members 
Mstep: Class 41 contains 28647 members 
Mstep: Class 42 contains 11211 members 
Mstep: Class 43 contains 480 members 
Mstep: Class 44 contains 2848 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10318 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27558 members 
Mstep: Class 49 contains 7953 members 
Mstep: Class 50 contains 312 members 
Mstep: Class 51 contains 28231 members 
Mstep: Class 52 contains 252 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 371 members 
Mstep: Class 56 contains 1130 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 406 members 
Mstep: Class 59 contains 401 members 
Mstep: Class 60 contains 335 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 333 members 
Mstep: Class 63 contains 1097 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 665 members 
Mstep: Class 67 contains 625 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 323 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 435 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1687 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2152 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 190 members 
Mstep: Class 79 contains 945 members 
Mstep: Class 80 contains 1257 members 
Mstep: Class 81 contains 512 members 
Entering Unmasked Estep 
Score: -147544992.000000 Penalty: 280990.781250
Splitting cluster 59 changes total score from -147546240.000000 to -147544992.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 60 (335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Entering Unmasked Estep 
Score: -45867.683594 Penalty: 1441.904419
	Iteration 0F: 2 clusters Score -45867.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -44674.000000 Penalty: 2883.808838
	Iteration 0F: 3 clusters Score -44674 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -45084.511719 Penalty: 2883.808838
	Iteration 1F: 3 clusters Score -45084.51 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -45219.667969 Penalty: 2883.808838
	Iteration 2F: 3 clusters Score -45219.67 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -45296.746094 Penalty: 2883.808838
	Iteration 3Q: 3 clusters Score -45296.75 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -45408.070312 Penalty: 2883.808838
	Iteration 4Q: 3 clusters Score -45408.07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -45467.597656 Penalty: 2883.808838
	Iteration 5Q: 3 clusters Score -45467.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -45493.000000 Penalty: 2883.808838
	Iteration 6Q: 3 clusters Score -45493 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -45506.476562 Penalty: 2883.808838
	Iteration 7Q: 3 clusters Score -45506.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -45569.800781 Penalty: 2883.808838
	Iteration 8Q: 3 clusters Score -45569.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -45656.835938 Penalty: 2883.808838
	Iteration 9Q: 3 clusters Score -45656.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -45737.003906 Penalty: 2883.808838
	Iteration 10Q: 3 clusters Score -45737 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -45783.421875 Penalty: 2883.808838
	Iteration 11Q: 3 clusters Score -45783.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -45839.906250 Penalty: 2883.808838
	Iteration 12Q: 3 clusters Score -45839.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -45853.351562 Penalty: 2883.808838
	Iteration 13Q: 3 clusters Score -45853.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -45870.570312 Penalty: 2883.808838
	Iteration 14Q: 3 clusters Score -45870.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -45870.570312 Penalty: 2883.808838
	Iteration 15F: 3 clusters Score -45870.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 2522 members 
Mstep: Class 3 contains 4140 members 
Mstep: Class 4 contains 12070 members 
Mstep: Class 5 contains 3189 members 
Mstep: Class 6 contains 2551 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7708 members 
Mstep: Class 9 contains 172803 members 
Mstep: Class 10 contains 8509 members 
Mstep: Class 11 contains 3816 members 
Mstep: Class 12 contains 23259 members 
Mstep: Class 13 contains 4032 members 
Mstep: Class 14 contains 6796 members 
Mstep: Class 15 contains 178754 members 
Mstep: Class 16 contains 216528 members 
Mstep: Class 17 contains 11687 members 
Mstep: Class 18 contains 29538 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4180 members 
Mstep: Class 21 contains 21796 members 
Mstep: Class 22 contains 51456 members 
Mstep: Class 23 contains 4483 members 
Mstep: Class 24 contains 952 members 
Mstep: Class 25 contains 39523 members 
Mstep: Class 26 contains 37633 members 
Mstep: Class 27 contains 6223 members 
Mstep: Class 28 contains 25977 members 
Mstep: Class 29 contains 7489 members 
Mstep: Class 30 contains 19241 members 
Mstep: Class 31 contains 5257 members 
Mstep: Class 32 contains 17560 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11731 members 
Mstep: Class 35 contains 61433 members 
Mstep: Class 36 contains 26498 members 
Mstep: Class 37 contains 7333 members 
Mstep: Class 38 contains 254 members 
Mstep: Class 39 contains 3645 members 
Mstep: Class 40 contains 2895 members 
Mstep: Class 41 contains 28647 members 
Mstep: Class 42 contains 11211 members 
Mstep: Class 43 contains 480 members 
Mstep: Class 44 contains 2848 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10318 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27558 members 
Mstep: Class 49 contains 7953 members 
Mstep: Class 50 contains 312 members 
Mstep: Class 51 contains 28231 members 
Mstep: Class 52 contains 252 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 371 members 
Mstep: Class 56 contains 1130 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 406 members 
Mstep: Class 59 contains 913 members 
Mstep: Class 60 contains 59 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 333 members 
Mstep: Class 63 contains 1097 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 665 members 
Mstep: Class 67 contains 625 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 323 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 435 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1687 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2152 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 190 members 
Mstep: Class 79 contains 945 members 
Mstep: Class 80 contains 1257 members 
Mstep: Class 81 contains 276 members 
Entering Unmasked Estep 
Score: -147544256.000000 Penalty: 280990.781250
Splitting cluster 60 changes total score from -147546240.000000 to -147544256.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 61 (231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Entering Unmasked Estep 
Score: -32484.908203 Penalty: 1349.719604
	Iteration 0F: 2 clusters Score -32484.91 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 129 members 
Entering Unmasked Estep 
Score: -31312.519531 Penalty: 2699.439209
	Iteration 0F: 3 clusters Score -31312.52 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -31474.451172 Penalty: 2699.439209
	Iteration 1F: 3 clusters Score -31474.45 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -31544.382812 Penalty: 2699.439209
	Iteration 2Q: 3 clusters Score -31544.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -31578.542969 Penalty: 2699.439209
	Iteration 3Q: 3 clusters Score -31578.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -31633.662109 Penalty: 2699.439209
	Iteration 4Q: 3 clusters Score -31633.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -31672.335938 Penalty: 2699.439209
	Iteration 5Q: 3 clusters Score -31672.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -31682.068359 Penalty: 2699.439209
	Iteration 6Q: 3 clusters Score -31682.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -31693.160156 Penalty: 2699.439209
	Iteration 7Q: 3 clusters Score -31693.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -31710.714844 Penalty: 2699.439209
	Iteration 8Q: 3 clusters Score -31710.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -31723.404297 Penalty: 2699.439209
	Iteration 9Q: 3 clusters Score -31723.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -31746.501953 Penalty: 2699.439209
	Iteration 10Q: 3 clusters Score -31746.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -31754.927734 Penalty: 2699.439209
	Iteration 11Q: 3 clusters Score -31754.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -31762.761719 Penalty: 2699.439209
	Iteration 12Q: 3 clusters Score -31762.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -31772.228516 Penalty: 2699.439209
	Iteration 13Q: 3 clusters Score -31772.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -31788.871094 Penalty: 2699.439209
	Iteration 14Q: 3 clusters Score -31788.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -31874.910156 Penalty: 2699.439209
	Iteration 15Q: 3 clusters Score -31874.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -31971.251953 Penalty: 2699.439209
	Iteration 16Q: 3 clusters Score -31971.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -31981.521484 Penalty: 2699.439209
	Iteration 17Q: 3 clusters Score -31981.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -31990.404297 Penalty: 2699.439209
	Iteration 18F: 3 clusters Score -31990.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -32008.242188 Penalty: 2699.439209
	Iteration 19Q: 3 clusters Score -32008.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -32011.240234 Penalty: 2699.439209
	Iteration 20F: 3 clusters Score -32011.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -32014.937500 Penalty: 2699.439209
	Iteration 21Q: 3 clusters Score -32014.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -32014.937500 Penalty: 2699.439209
	Iteration 22F: 3 clusters Score -32014.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Entering Unmasked Estep 
Score: -43477.417969 Penalty: 1440.419434
	Iteration 0F: 2 clusters Score -43477.42 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 177 members 
Entering Unmasked Estep 
Score: -42241.648438 Penalty: 2880.838867
	Iteration 0F: 3 clusters Score -42241.65 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -42599.589844 Penalty: 2880.838867
	Iteration 1F: 3 clusters Score -42599.59 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -42821.246094 Penalty: 2880.838867
	Iteration 2F: 3 clusters Score -42821.25 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -42995.093750 Penalty: 2880.838867
	Iteration 3F: 3 clusters Score -42995.09 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -43156.675781 Penalty: 2880.838867
	Iteration 4Q: 3 clusters Score -43156.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -43272.976562 Penalty: 2880.838867
	Iteration 5Q: 3 clusters Score -43272.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -43293.796875 Penalty: 2880.838867
	Iteration 6Q: 3 clusters Score -43293.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -43297.652344 Penalty: 2880.838867
	Iteration 7Q: 3 clusters Score -43297.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -43311.906250 Penalty: 2880.838867
	Iteration 8Q: 3 clusters Score -43311.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -43330.820312 Penalty: 2880.838867
	Iteration 9Q: 3 clusters Score -43330.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -43344.507812 Penalty: 2880.838867
	Iteration 10Q: 3 clusters Score -43344.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -43344.507812 Penalty: 2880.838867
	Iteration 11F: 3 clusters Score -43344.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (1097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Entering Unmasked Estep 
Score: -145744.671875 Penalty: 1736.082886
	Iteration 0F: 2 clusters Score -145744.7 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 591 members 
Entering Unmasked Estep 
Score: -143940.000000 Penalty: 3472.165771
	Iteration 0F: 3 clusters Score -143940 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -145007.687500 Penalty: 3472.165771
	Iteration 1F: 3 clusters Score -145007.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -145399.218750 Penalty: 3472.165771
	Iteration 2F: 3 clusters Score -145399.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -145511.890625 Penalty: 3472.165771
	Iteration 3Q: 3 clusters Score -145511.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -145560.437500 Penalty: 3472.165771
	Iteration 4Q: 3 clusters Score -145560.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -145592.937500 Penalty: 3472.165771
	Iteration 5Q: 3 clusters Score -145592.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -145605.250000 Penalty: 3472.165771
	Iteration 6Q: 3 clusters Score -145605.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -145607.406250 Penalty: 3472.165771
	Iteration 7Q: 3 clusters Score -145607.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -145607.406250 Penalty: 3472.165771
	Iteration 8F: 3 clusters Score -145607.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Entering Unmasked Estep 
Score: -71737.625000 Penalty: 1541.718262
	Iteration 0F: 2 clusters Score -71737.62 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 245 members 
Entering Unmasked Estep 
Score: -70296.289062 Penalty: 3083.436523
	Iteration 0F: 3 clusters Score -70296.29 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -70998.546875 Penalty: 3083.436523
	Iteration 1F: 3 clusters Score -70998.55 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -71580.578125 Penalty: 3083.436523
	Iteration 2F: 3 clusters Score -71580.58 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -71803.546875 Penalty: 3083.436523
	Iteration 3F: 3 clusters Score -71803.55 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -71951.460938 Penalty: 3083.436523
	Iteration 4Q: 3 clusters Score -71951.46 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -72144.726562 Penalty: 3083.436523
	Iteration 5Q: 3 clusters Score -72144.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -72189.367188 Penalty: 3083.436523
	Iteration 6Q: 3 clusters Score -72189.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -72231.531250 Penalty: 3083.436523
	Iteration 7Q: 3 clusters Score -72231.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -72253.312500 Penalty: 3083.436523
	Iteration 8Q: 3 clusters Score -72253.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -72304.679688 Penalty: 3083.436523
	Iteration 9Q: 3 clusters Score -72304.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -72357.531250 Penalty: 3083.436523
	Iteration 10Q: 3 clusters Score -72357.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -72425.171875 Penalty: 3083.436523
	Iteration 11Q: 3 clusters Score -72425.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -72536.265625 Penalty: 3083.436523
	Iteration 12Q: 3 clusters Score -72536.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -72536.265625 Penalty: 3083.436523
	Iteration 13F: 3 clusters Score -72536.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 2522 members 
Mstep: Class 3 contains 4140 members 
Mstep: Class 4 contains 12070 members 
Mstep: Class 5 contains 3189 members 
Mstep: Class 6 contains 2551 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7708 members 
Mstep: Class 9 contains 172803 members 
Mstep: Class 10 contains 8509 members 
Mstep: Class 11 contains 3816 members 
Mstep: Class 12 contains 23259 members 
Mstep: Class 13 contains 4032 members 
Mstep: Class 14 contains 6796 members 
Mstep: Class 15 contains 178754 members 
Mstep: Class 16 contains 216528 members 
Mstep: Class 17 contains 11687 members 
Mstep: Class 18 contains 29538 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4180 members 
Mstep: Class 21 contains 21796 members 
Mstep: Class 22 contains 51456 members 
Mstep: Class 23 contains 4483 members 
Mstep: Class 24 contains 952 members 
Mstep: Class 25 contains 39523 members 
Mstep: Class 26 contains 37633 members 
Mstep: Class 27 contains 6223 members 
Mstep: Class 28 contains 25977 members 
Mstep: Class 29 contains 7489 members 
Mstep: Class 30 contains 19241 members 
Mstep: Class 31 contains 5257 members 
Mstep: Class 32 contains 17560 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11731 members 
Mstep: Class 35 contains 61433 members 
Mstep: Class 36 contains 26498 members 
Mstep: Class 37 contains 7333 members 
Mstep: Class 38 contains 254 members 
Mstep: Class 39 contains 3645 members 
Mstep: Class 40 contains 2895 members 
Mstep: Class 41 contains 28647 members 
Mstep: Class 42 contains 11211 members 
Mstep: Class 43 contains 480 members 
Mstep: Class 44 contains 2848 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10318 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27558 members 
Mstep: Class 49 contains 7953 members 
Mstep: Class 50 contains 312 members 
Mstep: Class 51 contains 28231 members 
Mstep: Class 52 contains 252 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 371 members 
Mstep: Class 56 contains 1130 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 406 members 
Mstep: Class 59 contains 913 members 
Mstep: Class 60 contains 335 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 333 members 
Mstep: Class 63 contains 1097 members 
Mstep: Class 64 contains 246 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 665 members 
Mstep: Class 67 contains 625 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 323 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 435 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1687 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2152 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 190 members 
Mstep: Class 79 contains 945 members 
Mstep: Class 80 contains 1257 members 
Mstep: Class 81 contains 255 members 
Entering Unmasked Estep 
Score: -147545072.000000 Penalty: 280990.781250
Splitting cluster 64 changes total score from -147546240.000000 to -147545072.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 65 (349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Entering Unmasked Estep 
Score: -51308.796875 Penalty: 1452.057861
	Iteration 0F: 2 clusters Score -51308.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -49952.242188 Penalty: 2904.115723
	Iteration 0F: 3 clusters Score -49952.24 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -50152.253906 Penalty: 2904.115723
	Iteration 1F: 3 clusters Score -50152.25 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -50310.476562 Penalty: 2904.115723
	Iteration 2F: 3 clusters Score -50310.48 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -50475.437500 Penalty: 2904.115723
	Iteration 3Q: 3 clusters Score -50475.44 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -50636.429688 Penalty: 2904.115723
	Iteration 4Q: 3 clusters Score -50636.43 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -50705.820312 Penalty: 2904.115723
	Iteration 5Q: 3 clusters Score -50705.82 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -50814.605469 Penalty: 2904.115723
	Iteration 6Q: 3 clusters Score -50814.61 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -50876.105469 Penalty: 2904.115723
	Iteration 7Q: 3 clusters Score -50876.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -50884.347656 Penalty: 2904.115723
	Iteration 8Q: 3 clusters Score -50884.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -50905.265625 Penalty: 2904.115723
	Iteration 9Q: 3 clusters Score -50905.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -50916.792969 Penalty: 2904.115723
	Iteration 10Q: 3 clusters Score -50916.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -50926.058594 Penalty: 2904.115723
	Iteration 11Q: 3 clusters Score -50926.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -50926.058594 Penalty: 2904.115723
	Iteration 12F: 3 clusters Score -50926.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (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: -94917.437500 Penalty: 1611.947144
	Iteration 0F: 2 clusters Score -94917.44 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 352 members 
Entering Unmasked Estep 
Score: -93315.812500 Penalty: 3223.894287
	Iteration 0F: 3 clusters Score -93315.81 nChanged 160
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: -93990.953125 Penalty: 3223.894287
	Iteration 1F: 3 clusters Score -93990.95 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -94659.804688 Penalty: 3223.894287
	Iteration 2F: 3 clusters Score -94659.8 nChanged 58
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: -95157.476562 Penalty: 3223.894287
	Iteration 3F: 3 clusters Score -95157.48 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -95327.640625 Penalty: 3223.894287
	Iteration 4Q: 3 clusters Score -95327.64 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -95402.656250 Penalty: 3223.894287
	Iteration 5Q: 3 clusters Score -95402.66 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -95473.796875 Penalty: 3223.894287
	Iteration 6Q: 3 clusters Score -95473.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -95551.195312 Penalty: 3223.894287
	Iteration 7Q: 3 clusters Score -95551.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -95614.625000 Penalty: 3223.894287
	Iteration 8Q: 3 clusters Score -95614.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -95710.453125 Penalty: 3223.894287
	Iteration 9Q: 3 clusters Score -95710.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -95848.085938 Penalty: 3223.894287
	Iteration 10Q: 3 clusters Score -95848.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -95858.882812 Penalty: 3223.894287
	Iteration 11Q: 3 clusters Score -95858.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -95867.015625 Penalty: 3223.894287
	Iteration 12Q: 3 clusters Score -95867.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -95871.210938 Penalty: 3223.894287
	Iteration 13Q: 3 clusters Score -95871.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -95873.789062 Penalty: 3223.894287
	Iteration 14Q: 3 clusters Score -95873.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -95873.789062 Penalty: 3223.894287
	Iteration 15F: 3 clusters Score -95873.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 2522 members 
Mstep: Class 3 contains 4140 members 
Mstep: Class 4 contains 12070 members 
Mstep: Class 5 contains 3189 members 
Mstep: Class 6 contains 2551 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7708 members 
Mstep: Class 9 contains 172803 members 
Mstep: Class 10 contains 8509 members 
Mstep: Class 11 contains 3816 members 
Mstep: Class 12 contains 23259 members 
Mstep: Class 13 contains 4032 members 
Mstep: Class 14 contains 6796 members 
Mstep: Class 15 contains 178754 members 
Mstep: Class 16 contains 216528 members 
Mstep: Class 17 contains 11687 members 
Mstep: Class 18 contains 29538 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4180 members 
Mstep: Class 21 contains 21796 members 
Mstep: Class 22 contains 51456 members 
Mstep: Class 23 contains 4483 members 
Mstep: Class 24 contains 952 members 
Mstep: Class 25 contains 39523 members 
Mstep: Class 26 contains 37633 members 
Mstep: Class 27 contains 6223 members 
Mstep: Class 28 contains 25977 members 
Mstep: Class 29 contains 7489 members 
Mstep: Class 30 contains 19241 members 
Mstep: Class 31 contains 5257 members 
Mstep: Class 32 contains 17560 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11731 members 
Mstep: Class 35 contains 61433 members 
Mstep: Class 36 contains 26498 members 
Mstep: Class 37 contains 7333 members 
Mstep: Class 38 contains 254 members 
Mstep: Class 39 contains 3645 members 
Mstep: Class 40 contains 2895 members 
Mstep: Class 41 contains 28647 members 
Mstep: Class 42 contains 11211 members 
Mstep: Class 43 contains 480 members 
Mstep: Class 44 contains 2848 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10318 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27558 members 
Mstep: Class 49 contains 7953 members 
Mstep: Class 50 contains 312 members 
Mstep: Class 51 contains 28231 members 
Mstep: Class 52 contains 252 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 371 members 
Mstep: Class 56 contains 1130 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 406 members 
Mstep: Class 59 contains 913 members 
Mstep: Class 60 contains 335 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 333 members 
Mstep: Class 63 contains 1097 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 353 members 
Mstep: Class 67 contains 625 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 323 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 435 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1687 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2152 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 190 members 
Mstep: Class 79 contains 945 members 
Mstep: Class 80 contains 1257 members 
Mstep: Class 81 contains 312 members 
Entering Unmasked Estep 
Score: -147545232.000000 Penalty: 280990.781250
Splitting cluster 66 changes total score from -147546240.000000 to -147545232.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 67 (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: -90934.117188 Penalty: 1596.562500
	Iteration 0F: 2 clusters Score -90934.12 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: -89400.921875 Penalty: 3193.125000
	Iteration 0F: 3 clusters Score -89400.92 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -89991.070312 Penalty: 3193.125000
	Iteration 1F: 3 clusters Score -89991.07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -90239.804688 Penalty: 3193.125000
	Iteration 2F: 3 clusters Score -90239.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -90383.585938 Penalty: 3193.125000
	Iteration 3Q: 3 clusters Score -90383.59 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -90527.765625 Penalty: 3193.125000
	Iteration 4Q: 3 clusters Score -90527.77 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -90601.484375 Penalty: 3193.125000
	Iteration 5Q: 3 clusters Score -90601.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -90644.414062 Penalty: 3193.125000
	Iteration 6Q: 3 clusters Score -90644.41 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -90678.421875 Penalty: 3193.125000
	Iteration 7Q: 3 clusters Score -90678.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -90691.000000 Penalty: 3193.125000
	Iteration 8Q: 3 clusters Score -90691 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -90697.296875 Penalty: 3193.125000
	Iteration 9Q: 3 clusters Score -90697.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -90706.195312 Penalty: 3193.125000
	Iteration 10Q: 3 clusters Score -90706.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -90734.687500 Penalty: 3193.125000
	Iteration 11Q: 3 clusters Score -90734.69 nChanged 4
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: -90770.148438 Penalty: 3193.125000
	Iteration 12Q: 3 clusters Score -90770.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -90780.304688 Penalty: 3193.125000
	Iteration 13Q: 3 clusters Score -90780.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -90791.195312 Penalty: 3193.125000
	Iteration 14Q: 3 clusters Score -90791.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -90795.804688 Penalty: 3193.125000
	Iteration 15Q: 3 clusters Score -90795.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -90799.382812 Penalty: 3193.125000
	Iteration 16Q: 3 clusters Score -90799.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -90822.062500 Penalty: 3193.125000
	Iteration 17Q: 3 clusters Score -90822.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -90879.453125 Penalty: 3193.125000
	Iteration 18Q: 3 clusters Score -90879.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -90894.390625 Penalty: 3193.125000
	Iteration 19Q: 3 clusters Score -90894.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -90931.398438 Penalty: 3193.125000
	Iteration 20F: 3 clusters Score -90931.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -90946.140625 Penalty: 3193.125000
	Iteration 21Q: 3 clusters Score -90946.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -90956.109375 Penalty: 3193.125000
	Iteration 22Q: 3 clusters Score -90956.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -90960.546875 Penalty: 3193.125000
	Iteration 23Q: 3 clusters Score -90960.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -90964.500000 Penalty: 3193.125000
	Iteration 24Q: 3 clusters Score -90964.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -90998.718750 Penalty: 3193.125000
	Iteration 25Q: 3 clusters Score -90998.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -91023.109375 Penalty: 3193.125000
	Iteration 26Q: 3 clusters Score -91023.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -91030.148438 Penalty: 3193.125000
	Iteration 27Q: 3 clusters Score -91030.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -91036.554688 Penalty: 3193.125000
	Iteration 28Q: 3 clusters Score -91036.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -91036.554688 Penalty: 3193.125000
	Iteration 29F: 3 clusters Score -91036.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 2522 members 
Mstep: Class 3 contains 4140 members 
Mstep: Class 4 contains 12070 members 
Mstep: Class 5 contains 3189 members 
Mstep: Class 6 contains 2551 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7708 members 
Mstep: Class 9 contains 172803 members 
Mstep: Class 10 contains 8509 members 
Mstep: Class 11 contains 3816 members 
Mstep: Class 12 contains 23259 members 
Mstep: Class 13 contains 4032 members 
Mstep: Class 14 contains 6796 members 
Mstep: Class 15 contains 178754 members 
Mstep: Class 16 contains 216528 members 
Mstep: Class 17 contains 11687 members 
Mstep: Class 18 contains 29538 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4180 members 
Mstep: Class 21 contains 21796 members 
Mstep: Class 22 contains 51456 members 
Mstep: Class 23 contains 4483 members 
Mstep: Class 24 contains 952 members 
Mstep: Class 25 contains 39523 members 
Mstep: Class 26 contains 37633 members 
Mstep: Class 27 contains 6223 members 
Mstep: Class 28 contains 25977 members 
Mstep: Class 29 contains 7489 members 
Mstep: Class 30 contains 19241 members 
Mstep: Class 31 contains 5257 members 
Mstep: Class 32 contains 17560 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11731 members 
Mstep: Class 35 contains 61433 members 
Mstep: Class 36 contains 26498 members 
Mstep: Class 37 contains 7333 members 
Mstep: Class 38 contains 254 members 
Mstep: Class 39 contains 3645 members 
Mstep: Class 40 contains 2895 members 
Mstep: Class 41 contains 28647 members 
Mstep: Class 42 contains 11211 members 
Mstep: Class 43 contains 480 members 
Mstep: Class 44 contains 2848 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10318 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27558 members 
Mstep: Class 49 contains 7953 members 
Mstep: Class 50 contains 312 members 
Mstep: Class 51 contains 28231 members 
Mstep: Class 52 contains 252 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 371 members 
Mstep: Class 56 contains 1130 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 406 members 
Mstep: Class 59 contains 913 members 
Mstep: Class 60 contains 335 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 333 members 
Mstep: Class 63 contains 1097 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 665 members 
Mstep: Class 67 contains 382 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 323 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 435 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1687 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2152 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 190 members 
Mstep: Class 79 contains 945 members 
Mstep: Class 80 contains 1257 members 
Mstep: Class 81 contains 243 members 
Entering Unmasked Estep 
Score: -147544624.000000 Penalty: 280990.781250
Splitting cluster 67 changes total score from -147546240.000000 to -147544624.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 68 (214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Entering Unmasked Estep 
Score: -31549.523438 Penalty: 1330.761963
	Iteration 0F: 2 clusters Score -31549.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -30463.029297 Penalty: 2661.523926
	Iteration 0F: 3 clusters Score -30463.03 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -30625.015625 Penalty: 2661.523926
	Iteration 1F: 3 clusters Score -30625.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -30661.277344 Penalty: 2661.523926
	Iteration 2Q: 3 clusters Score -30661.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -30663.394531 Penalty: 2661.523926
	Iteration 3Q: 3 clusters Score -30663.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -30664.574219 Penalty: 2661.523926
	Iteration 4Q: 3 clusters Score -30664.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -30664.574219 Penalty: 2661.523926
	Iteration 5F: 3 clusters Score -30664.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Entering Unmasked Estep 
Score: -43819.933594 Penalty: 1432.857788
	Iteration 0F: 2 clusters Score -43819.93 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 169 members 
Entering Unmasked Estep 
Score: -42593.984375 Penalty: 2865.715576
	Iteration 0F: 3 clusters Score -42593.98 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -42988.445312 Penalty: 2865.715576
	Iteration 1F: 3 clusters Score -42988.45 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -43173.910156 Penalty: 2865.715576
	Iteration 2F: 3 clusters Score -43173.91 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -43275.644531 Penalty: 2865.715576
	Iteration 3Q: 3 clusters Score -43275.64 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -43354.312500 Penalty: 2865.715576
	Iteration 4Q: 3 clusters Score -43354.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -43394.199219 Penalty: 2865.715576
	Iteration 5Q: 3 clusters Score -43394.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -43398.175781 Penalty: 2865.715576
	Iteration 6Q: 3 clusters Score -43398.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -43398.175781 Penalty: 2865.715576
	Iteration 7F: 3 clusters Score -43398.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Entering Unmasked Estep 
Score: -20612.611328 Penalty: 1237.627319
	Iteration 0F: 2 clusters Score -20612.61 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 74 members 
Entering Unmasked Estep 
Score: -19638.625000 Penalty: 2475.254639
	Iteration 0F: 3 clusters Score -19638.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -19662.386719 Penalty: 2475.254639
	Iteration 1Q: 3 clusters Score -19662.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -19669.171875 Penalty: 2475.254639
	Iteration 2Q: 3 clusters Score -19669.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -19669.171875 Penalty: 2475.254639
	Iteration 3F: 3 clusters Score -19669.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Entering Unmasked Estep 
Score: -63018.281250 Penalty: 1506.685791
	Iteration 0F: 2 clusters Score -63018.28 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 216 members 
Entering Unmasked Estep 
Score: -61660.617188 Penalty: 3013.371582
	Iteration 0F: 3 clusters Score -61660.62 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -62117.582031 Penalty: 3013.371582
	Iteration 1F: 3 clusters Score -62117.58 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -62353.496094 Penalty: 3013.371582
	Iteration 2F: 3 clusters Score -62353.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -62459.460938 Penalty: 3013.371582
	Iteration 3Q: 3 clusters Score -62459.46 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -62604.906250 Penalty: 3013.371582
	Iteration 4Q: 3 clusters Score -62604.91 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -62684.777344 Penalty: 3013.371582
	Iteration 5Q: 3 clusters Score -62684.78 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -62782.781250 Penalty: 3013.371582
	Iteration 6Q: 3 clusters Score -62782.78 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -62907.476562 Penalty: 3013.371582
	Iteration 7Q: 3 clusters Score -62907.48 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -63077.027344 Penalty: 3013.371582
	Iteration 8Q: 3 clusters Score -63077.03 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -63208.523438 Penalty: 3013.371582
	Iteration 9Q: 3 clusters Score -63208.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -63306.453125 Penalty: 3013.371582
	Iteration 10Q: 3 clusters Score -63306.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -63318.500000 Penalty: 3013.371582
	Iteration 11Q: 3 clusters Score -63318.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -63318.500000 Penalty: 3013.371582
	Iteration 12F: 3 clusters Score -63318.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 2522 members 
Mstep: Class 3 contains 4140 members 
Mstep: Class 4 contains 12070 members 
Mstep: Class 5 contains 3189 members 
Mstep: Class 6 contains 2551 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7708 members 
Mstep: Class 9 contains 172803 members 
Mstep: Class 10 contains 8509 members 
Mstep: Class 11 contains 3816 members 
Mstep: Class 12 contains 23259 members 
Mstep: Class 13 contains 4032 members 
Mstep: Class 14 contains 6796 members 
Mstep: Class 15 contains 178754 members 
Mstep: Class 16 contains 216528 members 
Mstep: Class 17 contains 11687 members 
Mstep: Class 18 contains 29538 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4180 members 
Mstep: Class 21 contains 21796 members 
Mstep: Class 22 contains 51456 members 
Mstep: Class 23 contains 4483 members 
Mstep: Class 24 contains 952 members 
Mstep: Class 25 contains 39523 members 
Mstep: Class 26 contains 37633 members 
Mstep: Class 27 contains 6223 members 
Mstep: Class 28 contains 25977 members 
Mstep: Class 29 contains 7489 members 
Mstep: Class 30 contains 19241 members 
Mstep: Class 31 contains 5257 members 
Mstep: Class 32 contains 17560 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11731 members 
Mstep: Class 35 contains 61433 members 
Mstep: Class 36 contains 26498 members 
Mstep: Class 37 contains 7333 members 
Mstep: Class 38 contains 254 members 
Mstep: Class 39 contains 3645 members 
Mstep: Class 40 contains 2895 members 
Mstep: Class 41 contains 28647 members 
Mstep: Class 42 contains 11211 members 
Mstep: Class 43 contains 480 members 
Mstep: Class 44 contains 2848 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10318 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27558 members 
Mstep: Class 49 contains 7953 members 
Mstep: Class 50 contains 312 members 
Mstep: Class 51 contains 28231 members 
Mstep: Class 52 contains 252 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 371 members 
Mstep: Class 56 contains 1130 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 406 members 
Mstep: Class 59 contains 913 members 
Mstep: Class 60 contains 335 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 333 members 
Mstep: Class 63 contains 1097 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 665 members 
Mstep: Class 67 contains 625 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 323 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 150 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1687 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2152 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 190 members 
Mstep: Class 79 contains 945 members 
Mstep: Class 80 contains 1257 members 
Mstep: Class 81 contains 285 members 
Entering Unmasked Estep 
Score: -147544592.000000 Penalty: 280990.781250
Splitting cluster 71 changes total score from -147546240.000000 to -147544592.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 72 (248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Entering Unmasked Estep 
Score: -33736.929688 Penalty: 1367.330322
	Iteration 0F: 2 clusters Score -33736.93 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 131 members 
Entering Unmasked Estep 
Score: -32594.240234 Penalty: 2734.660645
	Iteration 0F: 3 clusters Score -32594.24 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -32929.152344 Penalty: 2734.660645
	Iteration 1F: 3 clusters Score -32929.15 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -33212.089844 Penalty: 2734.660645
	Iteration 2F: 3 clusters Score -33212.09 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -33285.867188 Penalty: 2734.660645
	Iteration 3Q: 3 clusters Score -33285.87 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -33334.121094 Penalty: 2734.660645
	Iteration 4Q: 3 clusters Score -33334.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -33370.769531 Penalty: 2734.660645
	Iteration 5Q: 3 clusters Score -33370.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -33471.589844 Penalty: 2734.660645
	Iteration 6Q: 3 clusters Score -33471.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -33495.722656 Penalty: 2734.660645
	Iteration 7Q: 3 clusters Score -33495.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -33499.359375 Penalty: 2734.660645
	Iteration 8Q: 3 clusters Score -33499.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -33505.449219 Penalty: 2734.660645
	Iteration 9Q: 3 clusters Score -33505.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -33511.023438 Penalty: 2734.660645
	Iteration 10Q: 3 clusters Score -33511.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -33511.023438 Penalty: 2734.660645
	Iteration 11F: 3 clusters Score -33511.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 73 (215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Entering Unmasked Estep 
Score: -31694.962891 Penalty: 1331.918213
	Iteration 0F: 2 clusters Score -31694.96 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 92 members 
Entering Unmasked Estep 
Score: -30600.201172 Penalty: 2663.836426
	Iteration 0F: 3 clusters Score -30600.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -30651.427734 Penalty: 2663.836426
	Iteration 1Q: 3 clusters Score -30651.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -30676.123047 Penalty: 2663.836426
	Iteration 2Q: 3 clusters Score -30676.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -30702.656250 Penalty: 2663.836426
	Iteration 3Q: 3 clusters Score -30702.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -30708.208984 Penalty: 2663.836426
	Iteration 4Q: 3 clusters Score -30708.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -30708.208984 Penalty: 2663.836426
	Iteration 5F: 3 clusters Score -30708.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 74 (1687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Entering Unmasked Estep 
Score: -244411.953125 Penalty: 1842.815308
	Iteration 0F: 2 clusters Score -244412 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -242286.046875 Penalty: 3685.630615
	Iteration 0F: 3 clusters Score -242286 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -243563.515625 Penalty: 3685.630615
	Iteration 1F: 3 clusters Score -243563.5 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -243963.828125 Penalty: 3685.630615
	Iteration 2F: 3 clusters Score -243963.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -244204.390625 Penalty: 3685.630615
	Iteration 3F: 3 clusters Score -244204.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -244324.078125 Penalty: 3685.630615
	Iteration 4Q: 3 clusters Score -244324.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -244395.406250 Penalty: 3685.630615
	Iteration 5Q: 3 clusters Score -244395.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -244433.484375 Penalty: 3685.630615
	Iteration 6Q: 3 clusters Score -244433.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -244464.500000 Penalty: 3685.630615
	Iteration 7Q: 3 clusters Score -244464.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -244540.843750 Penalty: 3685.630615
	Iteration 8Q: 3 clusters Score -244540.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -244601.656250 Penalty: 3685.630615
	Iteration 9Q: 3 clusters Score -244601.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -244671.953125 Penalty: 3685.630615
	Iteration 10Q: 3 clusters Score -244672 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -244776.609375 Penalty: 3685.630615
	Iteration 11Q: 3 clusters Score -244776.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -244878.968750 Penalty: 3685.630615
	Iteration 12Q: 3 clusters Score -244879 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -244930.437500 Penalty: 3685.630615
	Iteration 13Q: 3 clusters Score -244930.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -244963.437500 Penalty: 3685.630615
	Iteration 14Q: 3 clusters Score -244963.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -244979.125000 Penalty: 3685.630615
	Iteration 15Q: 3 clusters Score -244979.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -244986.265625 Penalty: 3685.630615
	Iteration 16Q: 3 clusters Score -244986.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -244991.578125 Penalty: 3685.630615
	Iteration 17Q: 3 clusters Score -244991.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -244994.531250 Penalty: 3685.630615
	Iteration 18Q: 3 clusters Score -244994.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -244998.156250 Penalty: 3685.630615
	Iteration 19Q: 3 clusters Score -244998.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -245007.281250 Penalty: 3685.630615
	Iteration 20F: 3 clusters Score -245007.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -245013.453125 Penalty: 3685.630615
	Iteration 21Q: 3 clusters Score -245013.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -245030.750000 Penalty: 3685.630615
	Iteration 22Q: 3 clusters Score -245030.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -245043.578125 Penalty: 3685.630615
	Iteration 23Q: 3 clusters Score -245043.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -245046.031250 Penalty: 3685.630615
	Iteration 24Q: 3 clusters Score -245046 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -245046.031250 Penalty: 3685.630615
	Iteration 25F: 3 clusters Score -245046 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 2522 members 
Mstep: Class 3 contains 4140 members 
Mstep: Class 4 contains 12070 members 
Mstep: Class 5 contains 3189 members 
Mstep: Class 6 contains 2551 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7708 members 
Mstep: Class 9 contains 172803 members 
Mstep: Class 10 contains 8509 members 
Mstep: Class 11 contains 3816 members 
Mstep: Class 12 contains 23259 members 
Mstep: Class 13 contains 4032 members 
Mstep: Class 14 contains 6796 members 
Mstep: Class 15 contains 178754 members 
Mstep: Class 16 contains 216528 members 
Mstep: Class 17 contains 11687 members 
Mstep: Class 18 contains 29538 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4180 members 
Mstep: Class 21 contains 21796 members 
Mstep: Class 22 contains 51456 members 
Mstep: Class 23 contains 4483 members 
Mstep: Class 24 contains 952 members 
Mstep: Class 25 contains 39523 members 
Mstep: Class 26 contains 37633 members 
Mstep: Class 27 contains 6223 members 
Mstep: Class 28 contains 25977 members 
Mstep: Class 29 contains 7489 members 
Mstep: Class 30 contains 19241 members 
Mstep: Class 31 contains 5257 members 
Mstep: Class 32 contains 17560 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11731 members 
Mstep: Class 35 contains 61433 members 
Mstep: Class 36 contains 26498 members 
Mstep: Class 37 contains 7333 members 
Mstep: Class 38 contains 254 members 
Mstep: Class 39 contains 3645 members 
Mstep: Class 40 contains 2895 members 
Mstep: Class 41 contains 28647 members 
Mstep: Class 42 contains 11211 members 
Mstep: Class 43 contains 480 members 
Mstep: Class 44 contains 2848 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10318 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27558 members 
Mstep: Class 49 contains 7953 members 
Mstep: Class 50 contains 312 members 
Mstep: Class 51 contains 28231 members 
Mstep: Class 52 contains 252 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 371 members 
Mstep: Class 56 contains 1130 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 406 members 
Mstep: Class 59 contains 913 members 
Mstep: Class 60 contains 335 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 333 members 
Mstep: Class 63 contains 1097 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 665 members 
Mstep: Class 67 contains 625 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 323 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 435 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 963 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2152 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 190 members 
Mstep: Class 79 contains 945 members 
Mstep: Class 80 contains 1257 members 
Mstep: Class 81 contains 724 members 
Entering Unmasked Estep 
Score: -147544896.000000 Penalty: 280990.781250
Splitting cluster 74 changes total score from -147546240.000000 to -147544896.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 75 (309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Entering Unmasked Estep 
Score: -42010.617188 Penalty: 1421.868652
	Iteration 0F: 2 clusters Score -42010.62 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 157 members 
Entering Unmasked Estep 
Score: -40929.597656 Penalty: 2843.737305
	Iteration 0F: 3 clusters Score -40929.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -41421.308594 Penalty: 2843.737305
	Iteration 1F: 3 clusters Score -41421.31 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -41841.722656 Penalty: 2843.737305
	Iteration 2F: 3 clusters Score -41841.72 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -42056.246094 Penalty: 2843.737305
	Iteration 3Q: 3 clusters Score -42056.25 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -42194.277344 Penalty: 2843.737305
	Iteration 4Q: 3 clusters Score -42194.28 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -42289.378906 Penalty: 2843.737305
	Iteration 5Q: 3 clusters Score -42289.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -42383.261719 Penalty: 2843.737305
	Iteration 6Q: 3 clusters Score -42383.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -42398.355469 Penalty: 2843.737305
	Iteration 7Q: 3 clusters Score -42398.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -42408.554688 Penalty: 2843.737305
	Iteration 8Q: 3 clusters Score -42408.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -42408.554688 Penalty: 2843.737305
	Iteration 9F: 3 clusters Score -42408.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 2522 members 
Mstep: Class 3 contains 4140 members 
Mstep: Class 4 contains 12070 members 
Mstep: Class 5 contains 3189 members 
Mstep: Class 6 contains 2551 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7708 members 
Mstep: Class 9 contains 172803 members 
Mstep: Class 10 contains 8509 members 
Mstep: Class 11 contains 3816 members 
Mstep: Class 12 contains 23259 members 
Mstep: Class 13 contains 4032 members 
Mstep: Class 14 contains 6796 members 
Mstep: Class 15 contains 178754 members 
Mstep: Class 16 contains 216528 members 
Mstep: Class 17 contains 11687 members 
Mstep: Class 18 contains 29538 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4180 members 
Mstep: Class 21 contains 21796 members 
Mstep: Class 22 contains 51456 members 
Mstep: Class 23 contains 4483 members 
Mstep: Class 24 contains 952 members 
Mstep: Class 25 contains 39523 members 
Mstep: Class 26 contains 37633 members 
Mstep: Class 27 contains 6223 members 
Mstep: Class 28 contains 25977 members 
Mstep: Class 29 contains 7489 members 
Mstep: Class 30 contains 19241 members 
Mstep: Class 31 contains 5257 members 
Mstep: Class 32 contains 17560 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11731 members 
Mstep: Class 35 contains 61433 members 
Mstep: Class 36 contains 26498 members 
Mstep: Class 37 contains 7333 members 
Mstep: Class 38 contains 254 members 
Mstep: Class 39 contains 3645 members 
Mstep: Class 40 contains 2895 members 
Mstep: Class 41 contains 28647 members 
Mstep: Class 42 contains 11211 members 
Mstep: Class 43 contains 480 members 
Mstep: Class 44 contains 2848 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10318 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27558 members 
Mstep: Class 49 contains 7953 members 
Mstep: Class 50 contains 312 members 
Mstep: Class 51 contains 28231 members 
Mstep: Class 52 contains 252 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 371 members 
Mstep: Class 56 contains 1130 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 406 members 
Mstep: Class 59 contains 913 members 
Mstep: Class 60 contains 335 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 333 members 
Mstep: Class 63 contains 1097 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 665 members 
Mstep: Class 67 contains 625 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 323 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 435 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1687 members 
Mstep: Class 75 contains 130 members 
Mstep: Class 76 contains 2152 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 190 members 
Mstep: Class 79 contains 945 members 
Mstep: Class 80 contains 1257 members 
Mstep: Class 81 contains 179 members 
Entering Unmasked Estep 
Score: -147544624.000000 Penalty: 280990.781250
Splitting cluster 75 changes total score from -147546240.000000 to -147544624.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 76 (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: -287527.062500 Penalty: 1903.189941
	Iteration 0F: 2 clusters Score -287527.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -284933.437500 Penalty: 3806.379883
	Iteration 0F: 3 clusters Score -284933.4 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -286221.562500 Penalty: 3806.379883
	Iteration 1F: 3 clusters Score -286221.6 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -286769.906250 Penalty: 3806.379883
	Iteration 2F: 3 clusters Score -286769.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -287046.406250 Penalty: 3806.379883
	Iteration 3F: 3 clusters Score -287046.4 nChanged 80
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: -287145.750000 Penalty: 3806.379883
	Iteration 4Q: 3 clusters Score -287145.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -287235.500000 Penalty: 3806.379883
	Iteration 5Q: 3 clusters Score -287235.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -287306.093750 Penalty: 3806.379883
	Iteration 6Q: 3 clusters Score -287306.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -287388.093750 Penalty: 3806.379883
	Iteration 7Q: 3 clusters Score -287388.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -287439.531250 Penalty: 3806.379883
	Iteration 8Q: 3 clusters Score -287439.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -287521.031250 Penalty: 3806.379883
	Iteration 9Q: 3 clusters Score -287521 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -287600.531250 Penalty: 3806.379883
	Iteration 10Q: 3 clusters Score -287600.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -287652.062500 Penalty: 3806.379883
	Iteration 11Q: 3 clusters Score -287652.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -287668.218750 Penalty: 3806.379883
	Iteration 12Q: 3 clusters Score -287668.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -287678.468750 Penalty: 3806.379883
	Iteration 13Q: 3 clusters Score -287678.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -287681.281250 Penalty: 3806.379883
	Iteration 14Q: 3 clusters Score -287681.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -287681.593750 Penalty: 3806.379883
	Iteration 15Q: 3 clusters Score -287681.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -287684.250000 Penalty: 3806.379883
	Iteration 16Q: 3 clusters Score -287684.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -287685.812500 Penalty: 3806.379883
	Iteration 17Q: 3 clusters Score -287685.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -287686.062500 Penalty: 3806.379883
	Iteration 18Q: 3 clusters Score -287686.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -287687.406250 Penalty: 3806.379883
	Iteration 19Q: 3 clusters Score -287687.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -287688.718750 Penalty: 3806.379883
	Iteration 20F: 3 clusters Score -287688.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 2522 members 
Mstep: Class 3 contains 4140 members 
Mstep: Class 4 contains 12070 members 
Mstep: Class 5 contains 3189 members 
Mstep: Class 6 contains 2551 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7708 members 
Mstep: Class 9 contains 172803 members 
Mstep: Class 10 contains 8509 members 
Mstep: Class 11 contains 3816 members 
Mstep: Class 12 contains 23259 members 
Mstep: Class 13 contains 4032 members 
Mstep: Class 14 contains 6796 members 
Mstep: Class 15 contains 178754 members 
Mstep: Class 16 contains 216528 members 
Mstep: Class 17 contains 11687 members 
Mstep: Class 18 contains 29538 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4180 members 
Mstep: Class 21 contains 21796 members 
Mstep: Class 22 contains 51456 members 
Mstep: Class 23 contains 4483 members 
Mstep: Class 24 contains 952 members 
Mstep: Class 25 contains 39523 members 
Mstep: Class 26 contains 37633 members 
Mstep: Class 27 contains 6223 members 
Mstep: Class 28 contains 25977 members 
Mstep: Class 29 contains 7489 members 
Mstep: Class 30 contains 19241 members 
Mstep: Class 31 contains 5257 members 
Mstep: Class 32 contains 17560 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11731 members 
Mstep: Class 35 contains 61433 members 
Mstep: Class 36 contains 26498 members 
Mstep: Class 37 contains 7333 members 
Mstep: Class 38 contains 254 members 
Mstep: Class 39 contains 3645 members 
Mstep: Class 40 contains 2895 members 
Mstep: Class 41 contains 28647 members 
Mstep: Class 42 contains 11211 members 
Mstep: Class 43 contains 480 members 
Mstep: Class 44 contains 2848 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10318 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27558 members 
Mstep: Class 49 contains 7953 members 
Mstep: Class 50 contains 312 members 
Mstep: Class 51 contains 28231 members 
Mstep: Class 52 contains 252 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 371 members 
Mstep: Class 56 contains 1130 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 406 members 
Mstep: Class 59 contains 913 members 
Mstep: Class 60 contains 335 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 333 members 
Mstep: Class 63 contains 1097 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 665 members 
Mstep: Class 67 contains 625 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 323 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 435 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1687 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 1027 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 190 members 
Mstep: Class 79 contains 945 members 
Mstep: Class 80 contains 1257 members 
Mstep: Class 81 contains 1125 members 
Entering Unmasked Estep 
Score: -147544704.000000 Penalty: 280990.781250
Splitting cluster 76 changes total score from -147546240.000000 to -147544704.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 77 (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: -59391.492188 Penalty: 1497.983154
	Iteration 0F: 2 clusters Score -59391.49 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 219 members 
Entering Unmasked Estep 
Score: -58068.878906 Penalty: 2995.966309
	Iteration 0F: 3 clusters Score -58068.88 nChanged 94
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: -58647.378906 Penalty: 2995.966309
	Iteration 1F: 3 clusters Score -58647.38 nChanged 36
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: -59126.320312 Penalty: 2995.966309
	Iteration 2F: 3 clusters Score -59126.32 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -59357.414062 Penalty: 2995.966309
	Iteration 3F: 3 clusters Score -59357.41 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -59483.375000 Penalty: 2995.966309
	Iteration 4Q: 3 clusters Score -59483.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -59518.359375 Penalty: 2995.966309
	Iteration 5Q: 3 clusters Score -59518.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -59524.414062 Penalty: 2995.966309
	Iteration 6Q: 3 clusters Score -59524.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -59524.414062 Penalty: 2995.966309
	Iteration 7F: 3 clusters Score -59524.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 2522 members 
Mstep: Class 3 contains 4140 members 
Mstep: Class 4 contains 12070 members 
Mstep: Class 5 contains 3189 members 
Mstep: Class 6 contains 2551 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7708 members 
Mstep: Class 9 contains 172803 members 
Mstep: Class 10 contains 8509 members 
Mstep: Class 11 contains 3816 members 
Mstep: Class 12 contains 23259 members 
Mstep: Class 13 contains 4032 members 
Mstep: Class 14 contains 6796 members 
Mstep: Class 15 contains 178754 members 
Mstep: Class 16 contains 216528 members 
Mstep: Class 17 contains 11687 members 
Mstep: Class 18 contains 29538 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4180 members 
Mstep: Class 21 contains 21796 members 
Mstep: Class 22 contains 51456 members 
Mstep: Class 23 contains 4483 members 
Mstep: Class 24 contains 952 members 
Mstep: Class 25 contains 39523 members 
Mstep: Class 26 contains 37633 members 
Mstep: Class 27 contains 6223 members 
Mstep: Class 28 contains 25977 members 
Mstep: Class 29 contains 7489 members 
Mstep: Class 30 contains 19241 members 
Mstep: Class 31 contains 5257 members 
Mstep: Class 32 contains 17560 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11731 members 
Mstep: Class 35 contains 61433 members 
Mstep: Class 36 contains 26498 members 
Mstep: Class 37 contains 7333 members 
Mstep: Class 38 contains 254 members 
Mstep: Class 39 contains 3645 members 
Mstep: Class 40 contains 2895 members 
Mstep: Class 41 contains 28647 members 
Mstep: Class 42 contains 11211 members 
Mstep: Class 43 contains 480 members 
Mstep: Class 44 contains 2848 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10318 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27558 members 
Mstep: Class 49 contains 7953 members 
Mstep: Class 50 contains 312 members 
Mstep: Class 51 contains 28231 members 
Mstep: Class 52 contains 252 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 371 members 
Mstep: Class 56 contains 1130 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 406 members 
Mstep: Class 59 contains 913 members 
Mstep: Class 60 contains 335 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 333 members 
Mstep: Class 63 contains 1097 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 665 members 
Mstep: Class 67 contains 625 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 323 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 435 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1687 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2152 members 
Mstep: Class 77 contains 170 members 
Mstep: Class 78 contains 190 members 
Mstep: Class 79 contains 945 members 
Mstep: Class 80 contains 1257 members 
Mstep: Class 81 contains 250 members 
Entering Unmasked Estep 
Score: -147544336.000000 Penalty: 280990.781250
Splitting cluster 77 changes total score from -147546240.000000 to -147544336.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 78 (190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Entering Unmasked Estep 
Score: -26070.083984 Penalty: 1301.261963
	Iteration 0F: 2 clusters Score -26070.08 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 107 members 
Entering Unmasked Estep 
Score: -25025.107422 Penalty: 2602.523926
	Iteration 0F: 3 clusters Score -25025.11 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -25215.199219 Penalty: 2602.523926
	Iteration 1F: 3 clusters Score -25215.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -25270.953125 Penalty: 2602.523926
	Iteration 2Q: 3 clusters Score -25270.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -25309.212891 Penalty: 2602.523926
	Iteration 3Q: 3 clusters Score -25309.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -25355.439453 Penalty: 2602.523926
	Iteration 4Q: 3 clusters Score -25355.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -25355.439453 Penalty: 2602.523926
	Iteration 5F: 3 clusters Score -25355.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 79 (945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Entering Unmasked Estep 
Score: -144815.500000 Penalty: 1699.093872
	Iteration 0F: 2 clusters Score -144815.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -142953.984375 Penalty: 3398.187744
	Iteration 0F: 3 clusters Score -142954 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -143545.046875 Penalty: 3398.187744
	Iteration 1F: 3 clusters Score -143545 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -143946.750000 Penalty: 3398.187744
	Iteration 2F: 3 clusters Score -143946.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -144380.687500 Penalty: 3398.187744
	Iteration 3F: 3 clusters Score -144380.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -144780.093750 Penalty: 3398.187744
	Iteration 4F: 3 clusters Score -144780.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -145085.000000 Penalty: 3398.187744
	Iteration 5Q: 3 clusters Score -145085 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -145364.828125 Penalty: 3398.187744
	Iteration 6Q: 3 clusters Score -145364.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -145466.812500 Penalty: 3398.187744
	Iteration 7Q: 3 clusters Score -145466.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -145498.468750 Penalty: 3398.187744
	Iteration 8Q: 3 clusters Score -145498.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -145537.531250 Penalty: 3398.187744
	Iteration 9Q: 3 clusters Score -145537.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -145566.531250 Penalty: 3398.187744
	Iteration 10Q: 3 clusters Score -145566.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -145573.531250 Penalty: 3398.187744
	Iteration 11Q: 3 clusters Score -145573.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -145585.343750 Penalty: 3398.187744
	Iteration 12Q: 3 clusters Score -145585.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -145590.640625 Penalty: 3398.187744
	Iteration 13Q: 3 clusters Score -145590.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -145593.171875 Penalty: 3398.187744
	Iteration 14Q: 3 clusters Score -145593.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -145604.250000 Penalty: 3398.187744
	Iteration 15Q: 3 clusters Score -145604.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -145609.312500 Penalty: 3398.187744
	Iteration 16Q: 3 clusters Score -145609.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -145611.968750 Penalty: 3398.187744
	Iteration 17F: 3 clusters Score -145612 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -145620.906250 Penalty: 3398.187744
	Iteration 18Q: 3 clusters Score -145620.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -145638.359375 Penalty: 3398.187744
	Iteration 19Q: 3 clusters Score -145638.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -145645.546875 Penalty: 3398.187744
	Iteration 20F: 3 clusters Score -145645.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 2522 members 
Mstep: Class 3 contains 4140 members 
Mstep: Class 4 contains 12070 members 
Mstep: Class 5 contains 3189 members 
Mstep: Class 6 contains 2551 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7708 members 
Mstep: Class 9 contains 172803 members 
Mstep: Class 10 contains 8509 members 
Mstep: Class 11 contains 3816 members 
Mstep: Class 12 contains 23259 members 
Mstep: Class 13 contains 4032 members 
Mstep: Class 14 contains 6796 members 
Mstep: Class 15 contains 178754 members 
Mstep: Class 16 contains 216528 members 
Mstep: Class 17 contains 11687 members 
Mstep: Class 18 contains 29538 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4180 members 
Mstep: Class 21 contains 21796 members 
Mstep: Class 22 contains 51456 members 
Mstep: Class 23 contains 4483 members 
Mstep: Class 24 contains 952 members 
Mstep: Class 25 contains 39523 members 
Mstep: Class 26 contains 37633 members 
Mstep: Class 27 contains 6223 members 
Mstep: Class 28 contains 25977 members 
Mstep: Class 29 contains 7489 members 
Mstep: Class 30 contains 19241 members 
Mstep: Class 31 contains 5257 members 
Mstep: Class 32 contains 17560 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11731 members 
Mstep: Class 35 contains 61433 members 
Mstep: Class 36 contains 26498 members 
Mstep: Class 37 contains 7333 members 
Mstep: Class 38 contains 254 members 
Mstep: Class 39 contains 3645 members 
Mstep: Class 40 contains 2895 members 
Mstep: Class 41 contains 28647 members 
Mstep: Class 42 contains 11211 members 
Mstep: Class 43 contains 480 members 
Mstep: Class 44 contains 2848 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10318 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27558 members 
Mstep: Class 49 contains 7953 members 
Mstep: Class 50 contains 312 members 
Mstep: Class 51 contains 28231 members 
Mstep: Class 52 contains 252 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 371 members 
Mstep: Class 56 contains 1130 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 406 members 
Mstep: Class 59 contains 913 members 
Mstep: Class 60 contains 335 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 333 members 
Mstep: Class 63 contains 1097 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 665 members 
Mstep: Class 67 contains 625 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 323 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 435 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1687 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2152 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 190 members 
Mstep: Class 79 contains 421 members 
Mstep: Class 80 contains 1257 members 
Mstep: Class 81 contains 524 members 
Entering Unmasked Estep 
Score: -147545008.000000 Penalty: 280990.781250
Splitting cluster 79 changes total score from -147546240.000000 to -147545008.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 80 (1257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Entering Unmasked Estep 
Score: -185785.203125 Penalty: 1769.847778
	Iteration 0F: 2 clusters Score -185785.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -183802.937500 Penalty: 3539.695557
	Iteration 0F: 3 clusters Score -183802.9 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -185199.078125 Penalty: 3539.695557
	Iteration 1F: 3 clusters Score -185199.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -185976.609375 Penalty: 3539.695557
	Iteration 2F: 3 clusters Score -185976.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -186205.218750 Penalty: 3539.695557
	Iteration 3F: 3 clusters Score -186205.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -186302.421875 Penalty: 3539.695557
	Iteration 4Q: 3 clusters Score -186302.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -186408.359375 Penalty: 3539.695557
	Iteration 5Q: 3 clusters Score -186408.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -186503.437500 Penalty: 3539.695557
	Iteration 6Q: 3 clusters Score -186503.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -186532.890625 Penalty: 3539.695557
	Iteration 7Q: 3 clusters Score -186532.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -186549.312500 Penalty: 3539.695557
	Iteration 8Q: 3 clusters Score -186549.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -186562.796875 Penalty: 3539.695557
	Iteration 9Q: 3 clusters Score -186562.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -186576.343750 Penalty: 3539.695557
	Iteration 10Q: 3 clusters Score -186576.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -186590.796875 Penalty: 3539.695557
	Iteration 11Q: 3 clusters Score -186590.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -186596.265625 Penalty: 3539.695557
	Iteration 12Q: 3 clusters Score -186596.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -186597.937500 Penalty: 3539.695557
	Iteration 13Q: 3 clusters Score -186597.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -186600.015625 Penalty: 3539.695557
	Iteration 14Q: 3 clusters Score -186600 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -186604.375000 Penalty: 3539.695557
	Iteration 15Q: 3 clusters Score -186604.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -186605.593750 Penalty: 3539.695557
	Iteration 16Q: 3 clusters Score -186605.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -186605.593750 Penalty: 3539.695557
	Iteration 17F: 3 clusters Score -186605.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 2522 members 
Mstep: Class 3 contains 4140 members 
Mstep: Class 4 contains 12070 members 
Mstep: Class 5 contains 3189 members 
Mstep: Class 6 contains 2551 members 
Mstep: Class 7 contains 361 members 
Mstep: Class 8 contains 7708 members 
Mstep: Class 9 contains 172803 members 
Mstep: Class 10 contains 8509 members 
Mstep: Class 11 contains 3816 members 
Mstep: Class 12 contains 23259 members 
Mstep: Class 13 contains 4032 members 
Mstep: Class 14 contains 6796 members 
Mstep: Class 15 contains 178754 members 
Mstep: Class 16 contains 216528 members 
Mstep: Class 17 contains 11687 members 
Mstep: Class 18 contains 29538 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 20 contains 4180 members 
Mstep: Class 21 contains 21796 members 
Mstep: Class 22 contains 51456 members 
Mstep: Class 23 contains 4483 members 
Mstep: Class 24 contains 952 members 
Mstep: Class 25 contains 39523 members 
Mstep: Class 26 contains 37633 members 
Mstep: Class 27 contains 6223 members 
Mstep: Class 28 contains 25977 members 
Mstep: Class 29 contains 7489 members 
Mstep: Class 30 contains 19241 members 
Mstep: Class 31 contains 5257 members 
Mstep: Class 32 contains 17560 members 
Mstep: Class 33 contains 443 members 
Mstep: Class 34 contains 11731 members 
Mstep: Class 35 contains 61433 members 
Mstep: Class 36 contains 26498 members 
Mstep: Class 37 contains 7333 members 
Mstep: Class 38 contains 254 members 
Mstep: Class 39 contains 3645 members 
Mstep: Class 40 contains 2895 members 
Mstep: Class 41 contains 28647 members 
Mstep: Class 42 contains 11211 members 
Mstep: Class 43 contains 480 members 
Mstep: Class 44 contains 2848 members 
Mstep: Class 45 contains 456 members 
Mstep: Class 46 contains 10318 members 
Mstep: Class 47 contains 277 members 
Mstep: Class 48 contains 27558 members 
Mstep: Class 49 contains 7953 members 
Mstep: Class 50 contains 312 members 
Mstep: Class 51 contains 28231 members 
Mstep: Class 52 contains 252 members 
Mstep: Class 53 contains 430 members 
Mstep: Class 54 contains 226 members 
Mstep: Class 55 contains 371 members 
Mstep: Class 56 contains 1130 members 
Mstep: Class 57 contains 615 members 
Mstep: Class 58 contains 406 members 
Mstep: Class 59 contains 913 members 
Mstep: Class 60 contains 335 members 
Mstep: Class 61 contains 231 members 
Mstep: Class 62 contains 333 members 
Mstep: Class 63 contains 1097 members 
Mstep: Class 64 contains 501 members 
Mstep: Class 65 contains 349 members 
Mstep: Class 66 contains 665 members 
Mstep: Class 67 contains 625 members 
Mstep: Class 68 contains 214 members 
Mstep: Class 69 contains 323 members 
Mstep: Class 70 contains 147 members 
Mstep: Class 71 contains 435 members 
Mstep: Class 72 contains 248 members 
Mstep: Class 73 contains 215 members 
Mstep: Class 74 contains 1687 members 
Mstep: Class 75 contains 309 members 
Mstep: Class 76 contains 2152 members 
Mstep: Class 77 contains 420 members 
Mstep: Class 78 contains 190 members 
Mstep: Class 79 contains 945 members 
Mstep: Class 80 contains 584 members 
Mstep: Class 81 contains 673 members 
Entering Unmasked Estep 
Score: -147545344.000000 Penalty: 280990.781250
Splitting cluster 80 changes total score from -147546240.000000 to -147545344.000000
So it's not getting split.
22->81 Clusters: Score -147546240.000000, best is -147555744.000000

Starting from 23 clusters...
--- Clustering full data set of 1188249 points ---
Entering CEM 
Assigned 23 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54221 members 
Mstep: Class 2 contains 54037 members 
Mstep: Class 3 contains 53891 members 
Mstep: Class 4 contains 54224 members 
Mstep: Class 5 contains 53732 members 
Mstep: Class 6 contains 53925 members 
Mstep: Class 7 contains 53983 members 
Mstep: Class 8 contains 54117 members 
Mstep: Class 9 contains 54425 members 
Mstep: Class 10 contains 53769 members 
Mstep: Class 11 contains 54040 members 
Mstep: Class 12 contains 54106 members 
Mstep: Class 13 contains 54234 members 
Mstep: Class 14 contains 54291 members 
Mstep: Class 15 contains 54149 members 
Mstep: Class 16 contains 54129 members 
Mstep: Class 17 contains 53871 members 
Mstep: Class 18 contains 53564 members 
Mstep: Class 19 contains 54026 members 
Mstep: Class 20 contains 53827 members 
Mstep: Class 21 contains 54068 members 
Mstep: Class 22 contains 53620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 1489.640381 but Gain 3469.023438
Score: -135519504.000000 Penalty: 72849.460938
Iteration 0F: 22 clusters Score -1.355195e+08 nChanged 1132865
Entering Unmasked Mstep 
Mstep: Class 0 contains 7187 members 
Mstep: Class 1 contains 17446 members 
Mstep: Class 2 contains 17818 members 
Mstep: Class 3 contains 57118 members 
Mstep: Class 4 contains 45071 members 
Mstep: Class 5 contains 27307 members 
Mstep: Class 6 contains 7334 members 
Mstep: Class 7 contains 6490 members 
Mstep: Class 8 contains 49691 members 
Mstep: Class 9 contains 37900 members 
Mstep: Class 10 contains 5078 members 
Mstep: Class 11 contains 57825 members 
Mstep: Class 12 contains 253681 members 
Mstep: Class 13 contains 44692 members 
Mstep: Class 14 contains 17391 members 
Mstep: Class 15 contains 38467 members 
Mstep: Class 17 contains 38525 members 
Mstep: Class 18 contains 45841 members 
Mstep: Class 19 contains 281325 members 
Mstep: Class 20 contains 72098 members 
Mstep: Class 21 contains 49857 members 
Mstep: Class 22 contains 10107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 3213.857666 but Gain 3469.023438
Score: -143521920.000000 Penalty: 69380.437500
Iteration 1F: 21 clusters Score -1.435219e+08 nChanged 526703
Entering Unmasked Mstep 
Mstep: Class 0 contains 1936 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 5232 members 
Mstep: Class 3 contains 57038 members 
Mstep: Class 4 contains 35684 members 
Mstep: Class 5 contains 15947 members 
Mstep: Class 6 contains 14794 members 
Mstep: Class 8 contains 22635 members 
Mstep: Class 9 contains 23641 members 
Mstep: Class 10 contains 1586 members 
Mstep: Class 11 contains 37720 members 
Mstep: Class 12 contains 393806 members 
Mstep: Class 13 contains 24108 members 
Mstep: Class 14 contains 27476 members 
Mstep: Class 15 contains 36138 members 
Mstep: Class 17 contains 32386 members 
Mstep: Class 18 contains 40373 members 
Mstep: Class 19 contains 328559 members 
Mstep: Class 20 contains 43493 members 
Mstep: Class 21 contains 34138 members 
Mstep: Class 22 contains 4896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 803.683594 but Gain 3469.023438
Score: -145499232.000000 Penalty: 65911.414062
Iteration 2F: 20 clusters Score -1.454992e+08 nChanged 317680
Entering Unmasked Mstep 
Mstep: Class 0 contains 930 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 7558 members 
Mstep: Class 3 contains 62745 members 
Mstep: Class 4 contains 35392 members 
Mstep: Class 5 contains 14619 members 
Mstep: Class 6 contains 20218 members 
Mstep: Class 8 contains 16631 members 
Mstep: Class 9 contains 24195 members 
Mstep: Class 11 contains 30635 members 
Mstep: Class 12 contains 428287 members 
Mstep: Class 13 contains 16769 members 
Mstep: Class 14 contains 46244 members 
Mstep: Class 15 contains 44662 members 
Mstep: Class 17 contains 33367 members 
Mstep: Class 18 contains 31360 members 
Mstep: Class 19 contains 301206 members 
Mstep: Class 20 contains 39758 members 
Mstep: Class 21 contains 24659 members 
Mstep: Class 22 contains 2604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146033376.000000 Penalty: 65911.414062
Iteration 3F: 20 clusters Score -1.460334e+08 nChanged 209089
Entering Unmasked Mstep 
Mstep: Class 0 contains 762 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 8260 members 
Mstep: Class 3 contains 61057 members 
Mstep: Class 4 contains 41339 members 
Mstep: Class 5 contains 15700 members 
Mstep: Class 6 contains 20219 members 
Mstep: Class 8 contains 13710 members 
Mstep: Class 9 contains 24212 members 
Mstep: Class 11 contains 28033 members 
Mstep: Class 12 contains 408921 members 
Mstep: Class 13 contains 15737 members 
Mstep: Class 14 contains 55294 members 
Mstep: Class 15 contains 55543 members 
Mstep: Class 17 contains 33719 members 
Mstep: Class 18 contains 29309 members 
Mstep: Class 19 contains 297421 members 
Mstep: Class 20 contains 50039 members 
Mstep: Class 21 contains 20385 members 
Mstep: Class 22 contains 2790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146339264.000000 Penalty: 65911.414062
Iteration 4F: 20 clusters Score -1.463393e+08 nChanged 155321
Entering Unmasked Mstep 
Mstep: Class 0 contains 635 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 8247 members 
Mstep: Class 3 contains 54001 members 
Mstep: Class 4 contains 44966 members 
Mstep: Class 5 contains 18875 members 
Mstep: Class 6 contains 20268 members 
Mstep: Class 8 contains 11929 members 
Mstep: Class 9 contains 24627 members 
Mstep: Class 11 contains 27395 members 
Mstep: Class 12 contains 401206 members 
Mstep: Class 13 contains 15984 members 
Mstep: Class 14 contains 62960 members 
Mstep: Class 15 contains 66326 members 
Mstep: Class 17 contains 33251 members 
Mstep: Class 18 contains 26896 members 
Mstep: Class 19 contains 282725 members 
Mstep: Class 20 contains 60265 members 
Mstep: Class 21 contains 19116 members 
Mstep: Class 22 contains 2920 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146516784.000000 Penalty: 65911.414062
Iteration 5F: 20 clusters Score -1.465168e+08 nChanged 118029
Entering Unmasked Mstep 
Mstep: Class 0 contains 549 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 8209 members 
Mstep: Class 3 contains 47274 members 
Mstep: Class 4 contains 46487 members 
Mstep: Class 5 contains 22041 members 
Mstep: Class 6 contains 20278 members 
Mstep: Class 8 contains 11123 members 
Mstep: Class 9 contains 25102 members 
Mstep: Class 11 contains 26817 members 
Mstep: Class 12 contains 395927 members 
Mstep: Class 13 contains 16217 members 
Mstep: Class 14 contains 70340 members 
Mstep: Class 15 contains 75201 members 
Mstep: Class 17 contains 32363 members 
Mstep: Class 18 contains 25187 members 
Mstep: Class 19 contains 270289 members 
Mstep: Class 20 contains 66557 members 
Mstep: Class 21 contains 19270 members 
Mstep: Class 22 contains 3016 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146622032.000000 Penalty: 65911.414062
Iteration 6F: 20 clusters Score -1.46622e+08 nChanged 83845
Entering Unmasked Mstep 
Mstep: Class 0 contains 486 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 8226 members 
Mstep: Class 3 contains 42493 members 
Mstep: Class 4 contains 46759 members 
Mstep: Class 5 contains 24252 members 
Mstep: Class 6 contains 20323 members 
Mstep: Class 8 contains 11040 members 
Mstep: Class 9 contains 25372 members 
Mstep: Class 11 contains 26173 members 
Mstep: Class 12 contains 392425 members 
Mstep: Class 13 contains 16427 members 
Mstep: Class 14 contains 76449 members 
Mstep: Class 15 contains 81898 members 
Mstep: Class 17 contains 31932 members 
Mstep: Class 18 contains 24198 members 
Mstep: Class 19 contains 260100 members 
Mstep: Class 20 contains 70110 members 
Mstep: Class 21 contains 20006 members 
Mstep: Class 22 contains 3059 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146680192.000000 Penalty: 65911.414062
Iteration 7F: 20 clusters Score -1.466802e+08 nChanged 59124
Entering Unmasked Mstep 
Mstep: Class 0 contains 441 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 8266 members 
Mstep: Class 3 contains 39252 members 
Mstep: Class 4 contains 46488 members 
Mstep: Class 5 contains 25761 members 
Mstep: Class 6 contains 20359 members 
Mstep: Class 8 contains 11365 members 
Mstep: Class 9 contains 25526 members 
Mstep: Class 11 contains 25504 members 
Mstep: Class 12 contains 389932 members 
Mstep: Class 13 contains 16768 members 
Mstep: Class 14 contains 81233 members 
Mstep: Class 15 contains 87058 members 
Mstep: Class 17 contains 31985 members 
Mstep: Class 18 contains 23461 members 
Mstep: Class 19 contains 251497 members 
Mstep: Class 20 contains 72205 members 
Mstep: Class 21 contains 20895 members 
Mstep: Class 22 contains 3077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146716800.000000 Penalty: 65911.414062
Iteration 8Q: 20 clusters Score -1.467168e+08 nChanged 43823
Entering Unmasked Mstep 
Mstep: Class 0 contains 426 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 8290 members 
Mstep: Class 3 contains 36910 members 
Mstep: Class 4 contains 45891 members 
Mstep: Class 5 contains 27008 members 
Mstep: Class 6 contains 20402 members 
Mstep: Class 8 contains 12048 members 
Mstep: Class 9 contains 25745 members 
Mstep: Class 11 contains 24590 members 
Mstep: Class 12 contains 388106 members 
Mstep: Class 13 contains 17066 members 
Mstep: Class 14 contains 84968 members 
Mstep: Class 15 contains 91243 members 
Mstep: Class 17 contains 32681 members 
Mstep: Class 18 contains 22771 members 
Mstep: Class 19 contains 243760 members 
Mstep: Class 20 contains 73483 members 
Mstep: Class 21 contains 21631 members 
Mstep: Class 22 contains 3053 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146744512.000000 Penalty: 65911.414062
Iteration 9Q: 20 clusters Score -1.467445e+08 nChanged 34881
Entering Unmasked Mstep 
Mstep: Class 0 contains 426 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 8242 members 
Mstep: Class 3 contains 35340 members 
Mstep: Class 4 contains 44852 members 
Mstep: Class 5 contains 28009 members 
Mstep: Class 6 contains 20425 members 
Mstep: Class 8 contains 12852 members 
Mstep: Class 9 contains 25987 members 
Mstep: Class 11 contains 24064 members 
Mstep: Class 12 contains 386705 members 
Mstep: Class 13 contains 17400 members 
Mstep: Class 14 contains 87786 members 
Mstep: Class 15 contains 94814 members 
Mstep: Class 17 contains 33870 members 
Mstep: Class 18 contains 22084 members 
Mstep: Class 19 contains 236772 members 
Mstep: Class 20 contains 74254 members 
Mstep: Class 21 contains 22115 members 
Mstep: Class 22 contains 3029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146765920.000000 Penalty: 65911.414062
Iteration 10Q: 20 clusters Score -1.467659e+08 nChanged 29088
Entering Unmasked Mstep 
Mstep: Class 0 contains 426 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 8145 members 
Mstep: Class 3 contains 34330 members 
Mstep: Class 4 contains 44008 members 
Mstep: Class 5 contains 28916 members 
Mstep: Class 6 contains 20435 members 
Mstep: Class 8 contains 13747 members 
Mstep: Class 9 contains 26229 members 
Mstep: Class 11 contains 24257 members 
Mstep: Class 12 contains 385533 members 
Mstep: Class 13 contains 17704 members 
Mstep: Class 14 contains 89883 members 
Mstep: Class 15 contains 97763 members 
Mstep: Class 17 contains 35501 members 
Mstep: Class 18 contains 21303 members 
Mstep: Class 19 contains 230363 members 
Mstep: Class 20 contains 74628 members 
Mstep: Class 21 contains 22294 members 
Mstep: Class 22 contains 3022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146780496.000000 Penalty: 65911.414062
Iteration 11Q: 20 clusters Score -1.467805e+08 nChanged 25717
Entering Unmasked Mstep 
Mstep: Class 0 contains 426 members 
Mstep: Class 1 contains 10109 members 
Mstep: Class 2 contains 8032 members 
Mstep: Class 3 contains 33614 members 
Mstep: Class 4 contains 43222 members 
Mstep: Class 5 contains 29766 members 
Mstep: Class 6 contains 20443 members 
Mstep: Class 8 contains 14692 members 
Mstep: Class 9 contains 26496 members 
Mstep: Class 11 contains 24726 members 
Mstep: Class 12 contains 384278 members 
Mstep: Class 13 contains 17981 members 
Mstep: Class 14 contains 91420 members 
Mstep: Class 15 contains 100340 members 
Mstep: Class 17 contains 37576 members 
Mstep: Class 18 contains 20612 members 
Mstep: Class 19 contains 224498 members 
Mstep: Class 20 contains 74730 members 
Mstep: Class 21 contains 22272 members 
Mstep: Class 22 contains 3016 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146793328.000000 Penalty: 65911.414062
Iteration 12Q: 20 clusters Score -1.467933e+08 nChanged 23147
Entering Unmasked Mstep 
Mstep: Class 0 contains 426 members 
Mstep: Class 1 contains 10304 members 
Mstep: Class 2 contains 7886 members 
Mstep: Class 3 contains 33145 members 
Mstep: Class 4 contains 42484 members 
Mstep: Class 5 contains 30605 members 
Mstep: Class 6 contains 20450 members 
Mstep: Class 8 contains 15701 members 
Mstep: Class 9 contains 26800 members 
Mstep: Class 11 contains 25264 members 
Mstep: Class 12 contains 382798 members 
Mstep: Class 13 contains 18279 members 
Mstep: Class 14 contains 92538 members 
Mstep: Class 15 contains 102441 members 
Mstep: Class 17 contains 39910 members 
Mstep: Class 18 contains 19921 members 
Mstep: Class 19 contains 219443 members 
Mstep: Class 20 contains 74582 members 
Mstep: Class 21 contains 22262 members 
Mstep: Class 22 contains 3010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146803840.000000 Penalty: 65911.414062
Iteration 13Q: 20 clusters Score -1.468038e+08 nChanged 21250
Entering Unmasked Mstep 
Mstep: Class 0 contains 426 members 
Mstep: Class 1 contains 10540 members 
Mstep: Class 2 contains 7675 members 
Mstep: Class 3 contains 32963 members 
Mstep: Class 4 contains 41711 members 
Mstep: Class 5 contains 31411 members 
Mstep: Class 6 contains 20445 members 
Mstep: Class 8 contains 16803 members 
Mstep: Class 9 contains 27011 members 
Mstep: Class 11 contains 25881 members 
Mstep: Class 12 contains 381083 members 
Mstep: Class 13 contains 18555 members 
Mstep: Class 14 contains 93380 members 
Mstep: Class 15 contains 104396 members 
Mstep: Class 17 contains 42344 members 
Mstep: Class 18 contains 19185 members 
Mstep: Class 19 contains 214886 members 
Mstep: Class 20 contains 74367 members 
Mstep: Class 21 contains 22172 members 
Mstep: Class 22 contains 3015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146815184.000000 Penalty: 65911.414062
Iteration 14Q: 20 clusters Score -1.468152e+08 nChanged 19482
Entering Unmasked Mstep 
Mstep: Class 0 contains 426 members 
Mstep: Class 1 contains 10865 members 
Mstep: Class 2 contains 7451 members 
Mstep: Class 3 contains 32947 members 
Mstep: Class 4 contains 40907 members 
Mstep: Class 5 contains 32169 members 
Mstep: Class 6 contains 20449 members 
Mstep: Class 8 contains 17869 members 
Mstep: Class 9 contains 27148 members 
Mstep: Class 11 contains 26427 members 
Mstep: Class 12 contains 379429 members 
Mstep: Class 13 contains 18829 members 
Mstep: Class 14 contains 94092 members 
Mstep: Class 15 contains 106162 members 
Mstep: Class 17 contains 44567 members 
Mstep: Class 18 contains 18471 members 
Mstep: Class 19 contains 210949 members 
Mstep: Class 20 contains 74068 members 
Mstep: Class 21 contains 22013 members 
Mstep: Class 22 contains 3011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146824096.000000 Penalty: 65911.414062
Iteration 15Q: 20 clusters Score -1.468241e+08 nChanged 17952
Entering Unmasked Mstep 
Mstep: Class 0 contains 426 members 
Mstep: Class 1 contains 11241 members 
Mstep: Class 2 contains 7230 members 
Mstep: Class 3 contains 33031 members 
Mstep: Class 4 contains 40198 members 
Mstep: Class 5 contains 32982 members 
Mstep: Class 6 contains 20445 members 
Mstep: Class 8 contains 18848 members 
Mstep: Class 9 contains 27256 members 
Mstep: Class 11 contains 26920 members 
Mstep: Class 12 contains 377631 members 
Mstep: Class 13 contains 19159 members 
Mstep: Class 14 contains 94678 members 
Mstep: Class 15 contains 107819 members 
Mstep: Class 17 contains 46619 members 
Mstep: Class 18 contains 17730 members 
Mstep: Class 19 contains 207556 members 
Mstep: Class 20 contains 73622 members 
Mstep: Class 21 contains 21842 members 
Mstep: Class 22 contains 3016 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146833360.000000 Penalty: 65911.414062
Iteration 16Q: 20 clusters Score -1.468334e+08 nChanged 16341
Entering Unmasked Mstep 
Mstep: Class 0 contains 426 members 
Mstep: Class 1 contains 11503 members 
Mstep: Class 2 contains 7063 members 
Mstep: Class 3 contains 33184 members 
Mstep: Class 4 contains 39752 members 
Mstep: Class 5 contains 33804 members 
Mstep: Class 6 contains 20447 members 
Mstep: Class 8 contains 19810 members 
Mstep: Class 9 contains 27221 members 
Mstep: Class 11 contains 27393 members 
Mstep: Class 12 contains 375632 members 
Mstep: Class 13 contains 19470 members 
Mstep: Class 14 contains 95123 members 
Mstep: Class 15 contains 109373 members 
Mstep: Class 17 contains 48223 members 
Mstep: Class 18 contains 17074 members 
Mstep: Class 19 contains 204970 members 
Mstep: Class 20 contains 73102 members 
Mstep: Class 21 contains 21666 members 
Mstep: Class 22 contains 3013 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146840032.000000 Penalty: 65911.414062
Iteration 17Q: 20 clusters Score -1.4684e+08 nChanged 14596
Entering Unmasked Mstep 
Mstep: Class 0 contains 426 members 
Mstep: Class 1 contains 11678 members 
Mstep: Class 2 contains 6914 members 
Mstep: Class 3 contains 33342 members 
Mstep: Class 4 contains 39412 members 
Mstep: Class 5 contains 34554 members 
Mstep: Class 6 contains 20447 members 
Mstep: Class 8 contains 20778 members 
Mstep: Class 9 contains 27139 members 
Mstep: Class 11 contains 27808 members 
Mstep: Class 12 contains 373519 members 
Mstep: Class 13 contains 19735 members 
Mstep: Class 14 contains 95482 members 
Mstep: Class 15 contains 110959 members 
Mstep: Class 17 contains 49517 members 
Mstep: Class 18 contains 16453 members 
Mstep: Class 19 contains 202929 members 
Mstep: Class 20 contains 72568 members 
Mstep: Class 21 contains 21574 members 
Mstep: Class 22 contains 3015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146843840.000000 Penalty: 65911.414062
Iteration 18Q: 20 clusters Score -1.468438e+08 nChanged 13132
Entering Unmasked Mstep 
Mstep: Class 0 contains 426 members 
Mstep: Class 1 contains 11674 members 
Mstep: Class 2 contains 6863 members 
Mstep: Class 3 contains 33570 members 
Mstep: Class 4 contains 39218 members 
Mstep: Class 5 contains 35146 members 
Mstep: Class 6 contains 20447 members 
Mstep: Class 8 contains 21691 members 
Mstep: Class 9 contains 27072 members 
Mstep: Class 11 contains 28230 members 
Mstep: Class 12 contains 371280 members 
Mstep: Class 13 contains 19964 members 
Mstep: Class 14 contains 95725 members 
Mstep: Class 15 contains 112410 members 
Mstep: Class 17 contains 50664 members 
Mstep: Class 18 contains 15919 members 
Mstep: Class 19 contains 201375 members 
Mstep: Class 20 contains 72024 members 
Mstep: Class 21 contains 21535 members 
Mstep: Class 22 contains 3016 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146847472.000000 Penalty: 65911.414062
Iteration 19Q: 20 clusters Score -1.468475e+08 nChanged 12051
Entering Unmasked Mstep 
Mstep: Class 0 contains 426 members 
Mstep: Class 1 contains 11611 members 
Mstep: Class 2 contains 6836 members 
Mstep: Class 3 contains 33827 members 
Mstep: Class 4 contains 39122 members 
Mstep: Class 5 contains 35648 members 
Mstep: Class 6 contains 20447 members 
Mstep: Class 8 contains 22627 members 
Mstep: Class 9 contains 27022 members 
Mstep: Class 11 contains 28585 members 
Mstep: Class 12 contains 368940 members 
Mstep: Class 13 contains 20179 members 
Mstep: Class 14 contains 95915 members 
Mstep: Class 15 contains 113774 members 
Mstep: Class 17 contains 51620 members 
Mstep: Class 18 contains 15459 members 
Mstep: Class 19 contains 200172 members 
Mstep: Class 20 contains 71467 members 
Mstep: Class 21 contains 21556 members 
Mstep: Class 22 contains 3016 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146853456.000000 Penalty: 65911.414062
Iteration 20F: 20 clusters Score -1.468535e+08 nChanged 12393
Entering Unmasked Mstep 
Mstep: Class 0 contains 382 members 
Mstep: Class 1 contains 11813 members 
Mstep: Class 2 contains 6717 members 
Mstep: Class 3 contains 34060 members 
Mstep: Class 4 contains 38766 members 
Mstep: Class 5 contains 36091 members 
Mstep: Class 6 contains 20447 members 
Mstep: Class 8 contains 23927 members 
Mstep: Class 9 contains 27451 members 
Mstep: Class 11 contains 28547 members 
Mstep: Class 12 contains 366570 members 
Mstep: Class 13 contains 20110 members 
Mstep: Class 14 contains 96037 members 
Mstep: Class 15 contains 115201 members 
Mstep: Class 17 contains 52359 members 
Mstep: Class 18 contains 15025 members 
Mstep: Class 19 contains 199233 members 
Mstep: Class 20 contains 70864 members 
Mstep: Class 21 contains 21587 members 
Mstep: Class 22 contains 3062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146857104.000000 Penalty: 65911.414062
Iteration 21Q: 20 clusters Score -1.468571e+08 nChanged 12746
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 12051 members 
Mstep: Class 2 contains 6717 members 
Mstep: Class 3 contains 34267 members 
Mstep: Class 4 contains 38576 members 
Mstep: Class 5 contains 36464 members 
Mstep: Class 6 contains 20463 members 
Mstep: Class 8 contains 25038 members 
Mstep: Class 9 contains 27684 members 
Mstep: Class 11 contains 28531 members 
Mstep: Class 12 contains 364087 members 
Mstep: Class 13 contains 20227 members 
Mstep: Class 14 contains 96097 members 
Mstep: Class 15 contains 116680 members 
Mstep: Class 17 contains 52904 members 
Mstep: Class 18 contains 14676 members 
Mstep: Class 19 contains 198461 members 
Mstep: Class 20 contains 70228 members 
Mstep: Class 21 contains 21662 members 
Mstep: Class 22 contains 3070 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146861984.000000 Penalty: 65911.414062
Iteration 22Q: 20 clusters Score -1.46862e+08 nChanged 12752
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 12366 members 
Mstep: Class 2 contains 6998 members 
Mstep: Class 3 contains 34332 members 
Mstep: Class 4 contains 38439 members 
Mstep: Class 5 contains 36793 members 
Mstep: Class 6 contains 20474 members 
Mstep: Class 8 contains 25999 members 
Mstep: Class 9 contains 27787 members 
Mstep: Class 11 contains 28512 members 
Mstep: Class 12 contains 361431 members 
Mstep: Class 13 contains 20341 members 
Mstep: Class 14 contains 96155 members 
Mstep: Class 15 contains 118307 members 
Mstep: Class 17 contains 53317 members 
Mstep: Class 18 contains 14425 members 
Mstep: Class 19 contains 197818 members 
Mstep: Class 20 contains 69517 members 
Mstep: Class 21 contains 21811 members 
Mstep: Class 22 contains 3061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146866960.000000 Penalty: 65911.414062
Iteration 23Q: 20 clusters Score -1.46867e+08 nChanged 12955
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 12777 members 
Mstep: Class 2 contains 7327 members 
Mstep: Class 3 contains 34395 members 
Mstep: Class 4 contains 38398 members 
Mstep: Class 5 contains 37076 members 
Mstep: Class 6 contains 20479 members 
Mstep: Class 8 contains 27000 members 
Mstep: Class 9 contains 27828 members 
Mstep: Class 11 contains 28456 members 
Mstep: Class 12 contains 358468 members 
Mstep: Class 13 contains 20447 members 
Mstep: Class 14 contains 96165 members 
Mstep: Class 15 contains 120194 members 
Mstep: Class 17 contains 53638 members 
Mstep: Class 18 contains 14247 members 
Mstep: Class 19 contains 197251 members 
Mstep: Class 20 contains 68691 members 
Mstep: Class 21 contains 21989 members 
Mstep: Class 22 contains 3057 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146870704.000000 Penalty: 65911.414062
Iteration 24Q: 20 clusters Score -1.468707e+08 nChanged 13217
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 13158 members 
Mstep: Class 2 contains 7657 members 
Mstep: Class 3 contains 34577 members 
Mstep: Class 4 contains 38562 members 
Mstep: Class 5 contains 37278 members 
Mstep: Class 6 contains 20486 members 
Mstep: Class 8 contains 27882 members 
Mstep: Class 9 contains 27907 members 
Mstep: Class 11 contains 28409 members 
Mstep: Class 12 contains 355106 members 
Mstep: Class 13 contains 20497 members 
Mstep: Class 14 contains 96103 members 
Mstep: Class 15 contains 122236 members 
Mstep: Class 17 contains 53877 members 
Mstep: Class 18 contains 14270 members 
Mstep: Class 19 contains 196791 members 
Mstep: Class 20 contains 67794 members 
Mstep: Class 21 contains 22243 members 
Mstep: Class 22 contains 3050 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146875376.000000 Penalty: 65911.414062
Iteration 25Q: 20 clusters Score -1.468754e+08 nChanged 13489
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 13458 members 
Mstep: Class 2 contains 7979 members 
Mstep: Class 3 contains 34840 members 
Mstep: Class 4 contains 38810 members 
Mstep: Class 5 contains 37355 members 
Mstep: Class 6 contains 20500 members 
Mstep: Class 8 contains 28665 members 
Mstep: Class 9 contains 28007 members 
Mstep: Class 11 contains 28353 members 
Mstep: Class 12 contains 351201 members 
Mstep: Class 13 contains 20513 members 
Mstep: Class 14 contains 95971 members 
Mstep: Class 15 contains 124764 members 
Mstep: Class 17 contains 54033 members 
Mstep: Class 18 contains 14408 members 
Mstep: Class 19 contains 196438 members 
Mstep: Class 20 contains 66988 members 
Mstep: Class 21 contains 22564 members 
Mstep: Class 22 contains 3036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146879168.000000 Penalty: 65911.414062
Iteration 26Q: 20 clusters Score -1.468792e+08 nChanged 14183
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 13710 members 
Mstep: Class 2 contains 8322 members 
Mstep: Class 3 contains 35136 members 
Mstep: Class 4 contains 39154 members 
Mstep: Class 5 contains 37336 members 
Mstep: Class 6 contains 20504 members 
Mstep: Class 8 contains 29408 members 
Mstep: Class 9 contains 28093 members 
Mstep: Class 11 contains 28320 members 
Mstep: Class 12 contains 346740 members 
Mstep: Class 13 contains 20534 members 
Mstep: Class 14 contains 95784 members 
Mstep: Class 15 contains 127627 members 
Mstep: Class 17 contains 54107 members 
Mstep: Class 18 contains 14640 members 
Mstep: Class 19 contains 196206 members 
Mstep: Class 20 contains 66302 members 
Mstep: Class 21 contains 22929 members 
Mstep: Class 22 contains 3031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146882864.000000 Penalty: 65911.414062
Iteration 27Q: 20 clusters Score -1.468829e+08 nChanged 14998
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 13888 members 
Mstep: Class 2 contains 8663 members 
Mstep: Class 3 contains 35510 members 
Mstep: Class 4 contains 39478 members 
Mstep: Class 5 contains 37159 members 
Mstep: Class 6 contains 20504 members 
Mstep: Class 8 contains 30162 members 
Mstep: Class 9 contains 28178 members 
Mstep: Class 11 contains 28302 members 
Mstep: Class 12 contains 341407 members 
Mstep: Class 13 contains 20555 members 
Mstep: Class 14 contains 95573 members 
Mstep: Class 15 contains 131079 members 
Mstep: Class 17 contains 54160 members 
Mstep: Class 18 contains 14972 members 
Mstep: Class 19 contains 196206 members 
Mstep: Class 20 contains 65743 members 
Mstep: Class 21 contains 23314 members 
Mstep: Class 22 contains 3030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146886992.000000 Penalty: 65911.414062
Iteration 28Q: 20 clusters Score -1.46887e+08 nChanged 15767
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 14075 members 
Mstep: Class 2 contains 9038 members 
Mstep: Class 3 contains 35923 members 
Mstep: Class 4 contains 39776 members 
Mstep: Class 5 contains 36816 members 
Mstep: Class 6 contains 20504 members 
Mstep: Class 8 contains 30855 members 
Mstep: Class 9 contains 28271 members 
Mstep: Class 11 contains 28310 members 
Mstep: Class 12 contains 335035 members 
Mstep: Class 13 contains 20519 members 
Mstep: Class 14 contains 95334 members 
Mstep: Class 15 contains 135303 members 
Mstep: Class 17 contains 54218 members 
Mstep: Class 18 contains 15425 members 
Mstep: Class 19 contains 196417 members 
Mstep: Class 20 contains 65353 members 
Mstep: Class 21 contains 23681 members 
Mstep: Class 22 contains 3030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146896624.000000 Penalty: 65911.414062
Iteration 29Q: 20 clusters Score -1.468966e+08 nChanged 16746
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 14267 members 
Mstep: Class 2 contains 9490 members 
Mstep: Class 3 contains 36374 members 
Mstep: Class 4 contains 40191 members 
Mstep: Class 5 contains 36331 members 
Mstep: Class 6 contains 20506 members 
Mstep: Class 8 contains 31455 members 
Mstep: Class 9 contains 28338 members 
Mstep: Class 11 contains 28288 members 
Mstep: Class 12 contains 328337 members 
Mstep: Class 13 contains 20406 members 
Mstep: Class 14 contains 95072 members 
Mstep: Class 15 contains 140196 members 
Mstep: Class 17 contains 54252 members 
Mstep: Class 18 contains 15952 members 
Mstep: Class 19 contains 196360 members 
Mstep: Class 20 contains 65068 members 
Mstep: Class 21 contains 23973 members 
Mstep: Class 22 contains 3027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146906304.000000 Penalty: 65911.414062
Iteration 30Q: 20 clusters Score -1.469063e+08 nChanged 17717
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 14457 members 
Mstep: Class 2 contains 9917 members 
Mstep: Class 3 contains 36882 members 
Mstep: Class 4 contains 40734 members 
Mstep: Class 5 contains 35748 members 
Mstep: Class 6 contains 20506 members 
Mstep: Class 8 contains 31987 members 
Mstep: Class 9 contains 28419 members 
Mstep: Class 11 contains 28249 members 
Mstep: Class 12 contains 321219 members 
Mstep: Class 13 contains 20245 members 
Mstep: Class 14 contains 94791 members 
Mstep: Class 15 contains 145786 members 
Mstep: Class 17 contains 54292 members 
Mstep: Class 18 contains 16459 members 
Mstep: Class 19 contains 196026 members 
Mstep: Class 20 contains 64978 members 
Mstep: Class 21 contains 24160 members 
Mstep: Class 22 contains 3028 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146916144.000000 Penalty: 65911.414062
Iteration 31Q: 20 clusters Score -1.469161e+08 nChanged 18345
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 14667 members 
Mstep: Class 2 contains 10363 members 
Mstep: Class 3 contains 37476 members 
Mstep: Class 4 contains 41431 members 
Mstep: Class 5 contains 35074 members 
Mstep: Class 6 contains 20507 members 
Mstep: Class 8 contains 32469 members 
Mstep: Class 9 contains 28472 members 
Mstep: Class 11 contains 28228 members 
Mstep: Class 12 contains 314069 members 
Mstep: Class 13 contains 20042 members 
Mstep: Class 14 contains 94431 members 
Mstep: Class 15 contains 151740 members 
Mstep: Class 17 contains 54331 members 
Mstep: Class 18 contains 16909 members 
Mstep: Class 19 contains 195520 members 
Mstep: Class 20 contains 64997 members 
Mstep: Class 21 contains 24129 members 
Mstep: Class 22 contains 3028 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146927152.000000 Penalty: 65911.414062
Iteration 32Q: 20 clusters Score -1.469272e+08 nChanged 18558
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 14909 members 
Mstep: Class 2 contains 10842 members 
Mstep: Class 3 contains 38107 members 
Mstep: Class 4 contains 42340 members 
Mstep: Class 5 contains 34393 members 
Mstep: Class 6 contains 20503 members 
Mstep: Class 8 contains 32939 members 
Mstep: Class 9 contains 28526 members 
Mstep: Class 11 contains 28148 members 
Mstep: Class 12 contains 306980 members 
Mstep: Class 13 contains 19881 members 
Mstep: Class 14 contains 94095 members 
Mstep: Class 15 contains 157756 members 
Mstep: Class 17 contains 54353 members 
Mstep: Class 18 contains 17255 members 
Mstep: Class 19 contains 194792 members 
Mstep: Class 20 contains 65108 members 
Mstep: Class 21 contains 23925 members 
Mstep: Class 22 contains 3031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146938320.000000 Penalty: 65911.414062
Iteration 33Q: 20 clusters Score -1.469383e+08 nChanged 18295
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 15152 members 
Mstep: Class 2 contains 11379 members 
Mstep: Class 3 contains 38838 members 
Mstep: Class 4 contains 43537 members 
Mstep: Class 5 contains 33714 members 
Mstep: Class 6 contains 20505 members 
Mstep: Class 8 contains 33336 members 
Mstep: Class 9 contains 28575 members 
Mstep: Class 11 contains 28083 members 
Mstep: Class 12 contains 300537 members 
Mstep: Class 13 contains 19723 members 
Mstep: Class 14 contains 93793 members 
Mstep: Class 15 contains 163274 members 
Mstep: Class 17 contains 54436 members 
Mstep: Class 18 contains 17569 members 
Mstep: Class 19 contains 193875 members 
Mstep: Class 20 contains 65160 members 
Mstep: Class 21 contains 23369 members 
Mstep: Class 22 contains 3028 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146949216.000000 Penalty: 65911.414062
Iteration 34Q: 20 clusters Score -1.469492e+08 nChanged 17701
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 15401 members 
Mstep: Class 2 contains 11971 members 
Mstep: Class 3 contains 39565 members 
Mstep: Class 4 contains 44940 members 
Mstep: Class 5 contains 33041 members 
Mstep: Class 6 contains 20503 members 
Mstep: Class 8 contains 33708 members 
Mstep: Class 9 contains 28619 members 
Mstep: Class 11 contains 27986 members 
Mstep: Class 12 contains 294850 members 
Mstep: Class 13 contains 19573 members 
Mstep: Class 14 contains 93561 members 
Mstep: Class 15 contains 168254 members 
Mstep: Class 17 contains 54575 members 
Mstep: Class 18 contains 17849 members 
Mstep: Class 19 contains 192759 members 
Mstep: Class 20 contains 65151 members 
Mstep: Class 21 contains 22547 members 
Mstep: Class 22 contains 3030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146958416.000000 Penalty: 65911.414062
Iteration 35Q: 20 clusters Score -1.469584e+08 nChanged 16947
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 15682 members 
Mstep: Class 2 contains 12659 members 
Mstep: Class 3 contains 40186 members 
Mstep: Class 4 contains 46397 members 
Mstep: Class 5 contains 32446 members 
Mstep: Class 6 contains 20505 members 
Mstep: Class 8 contains 34044 members 
Mstep: Class 9 contains 28663 members 
Mstep: Class 11 contains 27885 members 
Mstep: Class 12 contains 289913 members 
Mstep: Class 13 contains 19413 members 
Mstep: Class 14 contains 93439 members 
Mstep: Class 15 contains 172554 members 
Mstep: Class 17 contains 54749 members 
Mstep: Class 18 contains 18122 members 
Mstep: Class 19 contains 191590 members 
Mstep: Class 20 contains 65017 members 
Mstep: Class 21 contains 21591 members 
Mstep: Class 22 contains 3028 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146968928.000000 Penalty: 65911.414062
Iteration 36Q: 20 clusters Score -1.469689e+08 nChanged 15686
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 16002 members 
Mstep: Class 2 contains 13317 members 
Mstep: Class 3 contains 40660 members 
Mstep: Class 4 contains 47550 members 
Mstep: Class 5 contains 31955 members 
Mstep: Class 6 contains 20506 members 
Mstep: Class 8 contains 34383 members 
Mstep: Class 9 contains 28735 members 
Mstep: Class 11 contains 27681 members 
Mstep: Class 12 contains 285739 members 
Mstep: Class 13 contains 19245 members 
Mstep: Class 14 contains 93318 members 
Mstep: Class 15 contains 176482 members 
Mstep: Class 17 contains 54950 members 
Mstep: Class 18 contains 18418 members 
Mstep: Class 19 contains 190357 members 
Mstep: Class 20 contains 64859 members 
Mstep: Class 21 contains 20698 members 
Mstep: Class 22 contains 3028 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146976096.000000 Penalty: 65911.414062
Iteration 37Q: 20 clusters Score -1.469761e+08 nChanged 14452
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 16306 members 
Mstep: Class 2 contains 13928 members 
Mstep: Class 3 contains 40957 members 
Mstep: Class 4 contains 48429 members 
Mstep: Class 5 contains 31550 members 
Mstep: Class 6 contains 20506 members 
Mstep: Class 8 contains 34732 members 
Mstep: Class 9 contains 28860 members 
Mstep: Class 11 contains 27427 members 
Mstep: Class 12 contains 282000 members 
Mstep: Class 13 contains 19093 members 
Mstep: Class 14 contains 93229 members 
Mstep: Class 15 contains 180129 members 
Mstep: Class 17 contains 55191 members 
Mstep: Class 18 contains 18747 members 
Mstep: Class 19 contains 189236 members 
Mstep: Class 20 contains 64628 members 
Mstep: Class 21 contains 19907 members 
Mstep: Class 22 contains 3028 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146981792.000000 Penalty: 65911.414062
Iteration 38Q: 20 clusters Score -1.469818e+08 nChanged 12916
Entering ConstructFrom: 
Score: -146981792.000000 Penalty: 65911.414062
Entering ConstructFrom: 
Trying to split cluster 1 (16623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16623 members 
Entering Unmasked Estep 
Score: -1995625.000000 Penalty: 2410.198486
	Iteration 0F: 2 clusters Score -1995625 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -1983828.875000 Penalty: 4820.396973
	Iteration 0F: 3 clusters Score -1983829 nChanged 7197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -1988342.875000 Penalty: 4820.396973
	Iteration 1F: 3 clusters Score -1988343 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -1990385.250000 Penalty: 4820.396973
	Iteration 2F: 3 clusters Score -1990385 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -1993588.375000 Penalty: 4820.396973
	Iteration 3F: 3 clusters Score -1993588 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9432 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -1996089.125000 Penalty: 4820.396973
	Iteration 4F: 3 clusters Score -1996089 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9611 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -1997512.500000 Penalty: 4820.396973
	Iteration 5F: 3 clusters Score -1997512 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -1998290.625000 Penalty: 4820.396973
	Iteration 6F: 3 clusters Score -1998291 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -1998738.125000 Penalty: 4820.396973
	Iteration 7Q: 3 clusters Score -1998738 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -1998984.875000 Penalty: 4820.396973
	Iteration 8Q: 3 clusters Score -1998985 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -1999153.500000 Penalty: 4820.396973
	Iteration 9Q: 3 clusters Score -1999154 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -1999273.875000 Penalty: 4820.396973
	Iteration 10Q: 3 clusters Score -1999274 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -1999386.875000 Penalty: 4820.396973
	Iteration 11Q: 3 clusters Score -1999387 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -1999495.000000 Penalty: 4820.396973
	Iteration 12Q: 3 clusters Score -1999495 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -1999602.625000 Penalty: 4820.396973
	Iteration 13Q: 3 clusters Score -1999603 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -1999710.625000 Penalty: 4820.396973
	Iteration 14Q: 3 clusters Score -1999711 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9465 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -1999785.875000 Penalty: 4820.396973
	Iteration 15Q: 3 clusters Score -1999786 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -1999846.500000 Penalty: 4820.396973
	Iteration 16Q: 3 clusters Score -1999846 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -1999894.500000 Penalty: 4820.396973
	Iteration 17Q: 3 clusters Score -1999894 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -1999929.625000 Penalty: 4820.396973
	Iteration 18Q: 3 clusters Score -1999930 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -1999947.000000 Penalty: 4820.396973
	Iteration 19Q: 3 clusters Score -1999947 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -1999973.000000 Penalty: 4820.396973
	Iteration 20F: 3 clusters Score -1999973 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -2000003.250000 Penalty: 4820.396973
	Iteration 21Q: 3 clusters Score -2000003 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -2000030.875000 Penalty: 4820.396973
	Iteration 22Q: 3 clusters Score -2000031 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9010 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -2000055.000000 Penalty: 4820.396973
	Iteration 23Q: 3 clusters Score -2000055 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -2000082.625000 Penalty: 4820.396973
	Iteration 24Q: 3 clusters Score -2000083 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -2000114.375000 Penalty: 4820.396973
	Iteration 25Q: 3 clusters Score -2000114 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -2000140.750000 Penalty: 4820.396973
	Iteration 26Q: 3 clusters Score -2000141 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -2000151.375000 Penalty: 4820.396973
	Iteration 27Q: 3 clusters Score -2000151 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -2000167.750000 Penalty: 4820.396973
	Iteration 28Q: 3 clusters Score -2000168 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -2000189.375000 Penalty: 4820.396973
	Iteration 29Q: 3 clusters Score -2000189 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -2000201.375000 Penalty: 4820.396973
	Iteration 30Q: 3 clusters Score -2000201 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -2000204.125000 Penalty: 4820.396973
	Iteration 31Q: 3 clusters Score -2000204 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -2000205.750000 Penalty: 4820.396973
	Iteration 32Q: 3 clusters Score -2000206 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -2000210.500000 Penalty: 4820.396973
	Iteration 33Q: 3 clusters Score -2000210 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -2000217.375000 Penalty: 4820.396973
	Iteration 34Q: 3 clusters Score -2000217 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -2000218.875000 Penalty: 4820.396973
	Iteration 35Q: 3 clusters Score -2000219 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -2000224.250000 Penalty: 4820.396973
	Iteration 36Q: 3 clusters Score -2000224 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -2000229.875000 Penalty: 4820.396973
	Iteration 37Q: 3 clusters Score -2000230 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -2000230.500000 Penalty: 4820.396973
	Iteration 38Q: 3 clusters Score -2000230 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -2000230.625000 Penalty: 4820.396973
	Iteration 39Q: 3 clusters Score -2000231 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -2000232.875000 Penalty: 4820.396973
	Iteration 40F: 3 clusters Score -2000233 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -2000229.625000 Penalty: 4820.396973
	Iteration 41Q: 3 clusters Score -2000230 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -2000231.250000 Penalty: 4820.396973
	Iteration 42Q: 3 clusters Score -2000231 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -2000242.125000 Penalty: 4820.396973
	Iteration 43Q: 3 clusters Score -2000242 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -2000242.625000 Penalty: 4820.396973
	Iteration 44Q: 3 clusters Score -2000243 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -2000247.250000 Penalty: 4820.396973
	Iteration 45Q: 3 clusters Score -2000247 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -2000246.125000 Penalty: 4820.396973
	Iteration 46Q: 3 clusters Score -2000246 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -2000247.625000 Penalty: 4820.396973
	Iteration 47Q: 3 clusters Score -2000248 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -2000250.875000 Penalty: 4820.396973
	Iteration 48Q: 3 clusters Score -2000251 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -2000252.625000 Penalty: 4820.396973
	Iteration 49Q: 3 clusters Score -2000253 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -2000253.750000 Penalty: 4820.396973
	Iteration 50Q: 3 clusters Score -2000254 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -2000252.500000 Penalty: 4820.396973
	Iteration 51Q: 3 clusters Score -2000252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -2000255.375000 Penalty: 4820.396973
	Iteration 52Q: 3 clusters Score -2000255 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -2000255.750000 Penalty: 4820.396973
	Iteration 53Q: 3 clusters Score -2000256 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -2000254.750000 Penalty: 4820.396973
	Iteration 54Q: 3 clusters Score -2000255 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -2000251.125000 Penalty: 4820.396973
	Iteration 55Q: 3 clusters Score -2000251 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -2000250.500000 Penalty: 4820.396973
	Iteration 56Q: 3 clusters Score -2000250 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -2000256.375000 Penalty: 4820.396973
	Iteration 57Q: 3 clusters Score -2000256 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -2000256.375000 Penalty: 4820.396973
	Iteration 58Q: 3 clusters Score -2000256 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -2000254.750000 Penalty: 4820.396973
	Iteration 59Q: 3 clusters Score -2000255 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -2000256.625000 Penalty: 4820.396973
	Iteration 60F: 3 clusters Score -2000257 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -2000256.875000 Penalty: 4820.396973
	Iteration 61Q: 3 clusters Score -2000257 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -2000257.125000 Penalty: 4820.396973
	Iteration 62Q: 3 clusters Score -2000257 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -2000262.250000 Penalty: 4820.396973
	Iteration 63Q: 3 clusters Score -2000262 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -2000264.500000 Penalty: 4820.396973
	Iteration 64Q: 3 clusters Score -2000264 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -2000262.625000 Penalty: 4820.396973
	Iteration 65Q: 3 clusters Score -2000263 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -2000264.250000 Penalty: 4820.396973
	Iteration 66Q: 3 clusters Score -2000264 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -2000263.500000 Penalty: 4820.396973
	Iteration 67Q: 3 clusters Score -2000264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -2000260.625000 Penalty: 4820.396973
	Iteration 68Q: 3 clusters Score -2000261 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -2000260.625000 Penalty: 4820.396973
	Iteration 69F: 3 clusters Score -2000261 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 14419 members 
Mstep: Class 3 contains 41151 members 
Mstep: Class 4 contains 48974 members 
Mstep: Class 5 contains 31207 members 
Mstep: Class 6 contains 20506 members 
Mstep: Class 7 contains 8596 members 
Mstep: Class 8 contains 35076 members 
Mstep: Class 9 contains 28996 members 
Mstep: Class 11 contains 27126 members 
Mstep: Class 12 contains 278795 members 
Mstep: Class 13 contains 18989 members 
Mstep: Class 14 contains 93160 members 
Mstep: Class 15 contains 183378 members 
Mstep: Class 17 contains 55451 members 
Mstep: Class 18 contains 19119 members 
Mstep: Class 19 contains 188198 members 
Mstep: Class 20 contains 64342 members 
Mstep: Class 21 contains 19345 members 
Mstep: Class 22 contains 3028 members 
Entering Unmasked Estep 
Score: -146988176.000000 Penalty: 69380.437500
Splitting cluster 1 changes total score from -146981792.000000 to -146988176.000000
So it's getting split into cluster 7.
Entering ConstructFrom: 
Trying to split cluster 2 (14419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14419 members 
Entering Unmasked Estep 
Score: -1821632.875000 Penalty: 2374.923096
	Iteration 0F: 2 clusters Score -1821633 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -1811326.375000 Penalty: 4749.846191
	Iteration 0F: 3 clusters Score -1811326 nChanged 6148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -1814806.250000 Penalty: 4749.846191
	Iteration 1F: 3 clusters Score -1814806 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -1815628.250000 Penalty: 4749.846191
	Iteration 2F: 3 clusters Score -1815628 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -1816728.000000 Penalty: 4749.846191
	Iteration 3F: 3 clusters Score -1816728 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -1818040.750000 Penalty: 4749.846191
	Iteration 4F: 3 clusters Score -1818041 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -1819162.000000 Penalty: 4749.846191
	Iteration 5F: 3 clusters Score -1819162 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9890 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -1819762.375000 Penalty: 4749.846191
	Iteration 6F: 3 clusters Score -1819762 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -1820003.750000 Penalty: 4749.846191
	Iteration 7Q: 3 clusters Score -1820004 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -1820118.000000 Penalty: 4749.846191
	Iteration 8Q: 3 clusters Score -1820118 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -1820186.625000 Penalty: 4749.846191
	Iteration 9Q: 3 clusters Score -1820187 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -1820231.875000 Penalty: 4749.846191
	Iteration 10Q: 3 clusters Score -1820232 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -1820264.500000 Penalty: 4749.846191
	Iteration 11Q: 3 clusters Score -1820264 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -1820278.375000 Penalty: 4749.846191
	Iteration 12Q: 3 clusters Score -1820278 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -1820294.375000 Penalty: 4749.846191
	Iteration 13Q: 3 clusters Score -1820294 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -1820302.750000 Penalty: 4749.846191
	Iteration 14Q: 3 clusters Score -1820303 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -1820306.500000 Penalty: 4749.846191
	Iteration 15Q: 3 clusters Score -1820306 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -1820323.625000 Penalty: 4749.846191
	Iteration 16Q: 3 clusters Score -1820324 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9458 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -1820328.375000 Penalty: 4749.846191
	Iteration 17Q: 3 clusters Score -1820328 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -1820325.750000 Penalty: 4749.846191
	Iteration 18Q: 3 clusters Score -1820326 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -1820328.875000 Penalty: 4749.846191
	Iteration 19Q: 3 clusters Score -1820329 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -1820333.125000 Penalty: 4749.846191
	Iteration 20F: 3 clusters Score -1820333 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -1820333.750000 Penalty: 4749.846191
	Iteration 21Q: 3 clusters Score -1820334 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -1820331.000000 Penalty: 4749.846191
	Iteration 22Q: 3 clusters Score -1820331 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -1820327.250000 Penalty: 4749.846191
	Iteration 23Q: 3 clusters Score -1820327 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9355 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -1820331.000000 Penalty: 4749.846191
	Iteration 24Q: 3 clusters Score -1820331 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -1820333.625000 Penalty: 4749.846191
	Iteration 25Q: 3 clusters Score -1820334 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -1820337.125000 Penalty: 4749.846191
	Iteration 26Q: 3 clusters Score -1820337 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -1820337.750000 Penalty: 4749.846191
	Iteration 27Q: 3 clusters Score -1820338 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -1820337.750000 Penalty: 4749.846191
	Iteration 28F: 3 clusters Score -1820338 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (41151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41151 members 
Entering Unmasked Estep 
Score: -5186558.000000 Penalty: 2635.000977
	Iteration 0F: 2 clusters Score -5186558 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20597 members 
Mstep: Class 2 contains 20554 members 
Entering Unmasked Estep 
Score: -5158678.500000 Penalty: 5270.001953
	Iteration 0F: 3 clusters Score -5158678 nChanged 18938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20323 members 
Mstep: Class 2 contains 20828 members 
Entering Unmasked Estep 
Score: -5170478.000000 Penalty: 5270.001953
	Iteration 1F: 3 clusters Score -5170478 nChanged 2817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20628 members 
Mstep: Class 2 contains 20523 members 
Entering Unmasked Estep 
Score: -5172848.500000 Penalty: 5270.001953
	Iteration 2F: 3 clusters Score -5172848 nChanged 3114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21666 members 
Mstep: Class 2 contains 19485 members 
Entering Unmasked Estep 
Score: -5175350.000000 Penalty: 5270.001953
	Iteration 3F: 3 clusters Score -5175350 nChanged 3394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23246 members 
Mstep: Class 2 contains 17905 members 
Entering Unmasked Estep 
Score: -5178351.500000 Penalty: 5270.001953
	Iteration 4F: 3 clusters Score -5178352 nChanged 3464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25052 members 
Mstep: Class 2 contains 16099 members 
Entering Unmasked Estep 
Score: -5181676.500000 Penalty: 5270.001953
	Iteration 5F: 3 clusters Score -5181676 nChanged 3068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26620 members 
Mstep: Class 2 contains 14531 members 
Entering Unmasked Estep 
Score: -5184656.500000 Penalty: 5270.001953
	Iteration 6F: 3 clusters Score -5184656 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27734 members 
Mstep: Class 2 contains 13417 members 
Entering Unmasked Estep 
Score: -5186923.000000 Penalty: 5270.001953
	Iteration 7F: 3 clusters Score -5186923 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28426 members 
Mstep: Class 2 contains 12725 members 
Entering Unmasked Estep 
Score: -5188659.500000 Penalty: 5270.001953
	Iteration 8Q: 3 clusters Score -5188660 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28793 members 
Mstep: Class 2 contains 12358 members 
Entering Unmasked Estep 
Score: -5190043.500000 Penalty: 5270.001953
	Iteration 9Q: 3 clusters Score -5190044 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28933 members 
Mstep: Class 2 contains 12218 members 
Entering Unmasked Estep 
Score: -5191067.000000 Penalty: 5270.001953
	Iteration 10Q: 3 clusters Score -5191067 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28946 members 
Mstep: Class 2 contains 12205 members 
Entering Unmasked Estep 
Score: -5191542.000000 Penalty: 5270.001953
	Iteration 11Q: 3 clusters Score -5191542 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28895 members 
Mstep: Class 2 contains 12256 members 
Entering Unmasked Estep 
Score: -5191710.500000 Penalty: 5270.001953
	Iteration 12Q: 3 clusters Score -5191710 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28813 members 
Mstep: Class 2 contains 12338 members 
Entering Unmasked Estep 
Score: -5191801.500000 Penalty: 5270.001953
	Iteration 13Q: 3 clusters Score -5191802 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28742 members 
Mstep: Class 2 contains 12409 members 
Entering Unmasked Estep 
Score: -5191842.000000 Penalty: 5270.001953
	Iteration 14Q: 3 clusters Score -5191842 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28650 members 
Mstep: Class 2 contains 12501 members 
Entering Unmasked Estep 
Score: -5191873.500000 Penalty: 5270.001953
	Iteration 15Q: 3 clusters Score -5191874 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28573 members 
Mstep: Class 2 contains 12578 members 
Entering Unmasked Estep 
Score: -5191893.500000 Penalty: 5270.001953
	Iteration 16Q: 3 clusters Score -5191894 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28490 members 
Mstep: Class 2 contains 12661 members 
Entering Unmasked Estep 
Score: -5191890.000000 Penalty: 5270.001953
	Iteration 17Q: 3 clusters Score -5191890 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28410 members 
Mstep: Class 2 contains 12741 members 
Entering Unmasked Estep 
Score: -5191909.000000 Penalty: 5270.001953
	Iteration 18Q: 3 clusters Score -5191909 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28339 members 
Mstep: Class 2 contains 12812 members 
Entering Unmasked Estep 
Score: -5191906.500000 Penalty: 5270.001953
	Iteration 19Q: 3 clusters Score -5191906 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28272 members 
Mstep: Class 2 contains 12879 members 
Entering Unmasked Estep 
Score: -5191916.500000 Penalty: 5270.001953
	Iteration 20F: 3 clusters Score -5191916 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28213 members 
Mstep: Class 2 contains 12938 members 
Entering Unmasked Estep 
Score: -5191918.500000 Penalty: 5270.001953
	Iteration 21Q: 3 clusters Score -5191918 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28155 members 
Mstep: Class 2 contains 12996 members 
Entering Unmasked Estep 
Score: -5191923.000000 Penalty: 5270.001953
	Iteration 22Q: 3 clusters Score -5191923 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28091 members 
Mstep: Class 2 contains 13060 members 
Entering Unmasked Estep 
Score: -5191941.000000 Penalty: 5270.001953
	Iteration 23Q: 3 clusters Score -5191941 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28035 members 
Mstep: Class 2 contains 13116 members 
Entering Unmasked Estep 
Score: -5191955.500000 Penalty: 5270.001953
	Iteration 24Q: 3 clusters Score -5191956 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27975 members 
Mstep: Class 2 contains 13176 members 
Entering Unmasked Estep 
Score: -5191971.000000 Penalty: 5270.001953
	Iteration 25Q: 3 clusters Score -5191971 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27931 members 
Mstep: Class 2 contains 13220 members 
Entering Unmasked Estep 
Score: -5191984.000000 Penalty: 5270.001953
	Iteration 26Q: 3 clusters Score -5191984 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27886 members 
Mstep: Class 2 contains 13265 members 
Entering Unmasked Estep 
Score: -5191978.000000 Penalty: 5270.001953
	Iteration 27Q: 3 clusters Score -5191978 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27847 members 
Mstep: Class 2 contains 13304 members 
Entering Unmasked Estep 
Score: -5191980.500000 Penalty: 5270.001953
	Iteration 28Q: 3 clusters Score -5191980 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27817 members 
Mstep: Class 2 contains 13334 members 
Entering Unmasked Estep 
Score: -5191974.500000 Penalty: 5270.001953
	Iteration 29Q: 3 clusters Score -5191974 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27792 members 
Mstep: Class 2 contains 13359 members 
Entering Unmasked Estep 
Score: -5191977.000000 Penalty: 5270.001953
	Iteration 30Q: 3 clusters Score -5191977 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27764 members 
Mstep: Class 2 contains 13387 members 
Entering Unmasked Estep 
Score: -5191986.000000 Penalty: 5270.001953
	Iteration 31Q: 3 clusters Score -5191986 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27738 members 
Mstep: Class 2 contains 13413 members 
Entering Unmasked Estep 
Score: -5191985.500000 Penalty: 5270.001953
	Iteration 32Q: 3 clusters Score -5191986 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27716 members 
Mstep: Class 2 contains 13435 members 
Entering Unmasked Estep 
Score: -5191982.500000 Penalty: 5270.001953
	Iteration 33Q: 3 clusters Score -5191982 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27700 members 
Mstep: Class 2 contains 13451 members 
Entering Unmasked Estep 
Score: -5191979.500000 Penalty: 5270.001953
	Iteration 34Q: 3 clusters Score -5191980 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27679 members 
Mstep: Class 2 contains 13472 members 
Entering Unmasked Estep 
Score: -5191985.500000 Penalty: 5270.001953
	Iteration 35Q: 3 clusters Score -5191986 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27659 members 
Mstep: Class 2 contains 13492 members 
Entering Unmasked Estep 
Score: -5191994.500000 Penalty: 5270.001953
	Iteration 36Q: 3 clusters Score -5191994 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27640 members 
Mstep: Class 2 contains 13511 members 
Entering Unmasked Estep 
Score: -5191984.000000 Penalty: 5270.001953
	Iteration 37Q: 3 clusters Score -5191984 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27629 members 
Mstep: Class 2 contains 13522 members 
Entering Unmasked Estep 
Score: -5191977.500000 Penalty: 5270.001953
	Iteration 38Q: 3 clusters Score -5191978 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27622 members 
Mstep: Class 2 contains 13529 members 
Entering Unmasked Estep 
Score: -5191979.000000 Penalty: 5270.001953
	Iteration 39Q: 3 clusters Score -5191979 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27613 members 
Mstep: Class 2 contains 13538 members 
Entering Unmasked Estep 
Score: -5191978.000000 Penalty: 5270.001953
	Iteration 40F: 3 clusters Score -5191978 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27610 members 
Mstep: Class 2 contains 13541 members 
Entering Unmasked Estep 
Score: -5191982.000000 Penalty: 5270.001953
	Iteration 41Q: 3 clusters Score -5191982 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27606 members 
Mstep: Class 2 contains 13545 members 
Entering Unmasked Estep 
Score: -5191985.500000 Penalty: 5270.001953
	Iteration 42Q: 3 clusters Score -5191986 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27598 members 
Mstep: Class 2 contains 13553 members 
Entering Unmasked Estep 
Score: -5191977.500000 Penalty: 5270.001953
	Iteration 43Q: 3 clusters Score -5191978 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27594 members 
Mstep: Class 2 contains 13557 members 
Entering Unmasked Estep 
Score: -5191971.000000 Penalty: 5270.001953
	Iteration 44Q: 3 clusters Score -5191971 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27593 members 
Mstep: Class 2 contains 13558 members 
Entering Unmasked Estep 
Score: -5191974.000000 Penalty: 5270.001953
	Iteration 45Q: 3 clusters Score -5191974 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27592 members 
Mstep: Class 2 contains 13559 members 
Entering Unmasked Estep 
Score: -5191976.500000 Penalty: 5270.001953
	Iteration 46Q: 3 clusters Score -5191976 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27591 members 
Mstep: Class 2 contains 13560 members 
Entering Unmasked Estep 
Score: -5191977.500000 Penalty: 5270.001953
	Iteration 47Q: 3 clusters Score -5191978 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27591 members 
Mstep: Class 2 contains 13560 members 
Entering Unmasked Estep 
Score: -5191977.500000 Penalty: 5270.001953
	Iteration 48F: 3 clusters Score -5191978 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 14419 members 
Mstep: Class 3 contains 27591 members 
Mstep: Class 4 contains 48974 members 
Mstep: Class 5 contains 31207 members 
Mstep: Class 6 contains 20506 members 
Mstep: Class 7 contains 8596 members 
Mstep: Class 8 contains 35076 members 
Mstep: Class 9 contains 28996 members 
Mstep: Class 10 contains 13560 members 
Mstep: Class 11 contains 27126 members 
Mstep: Class 12 contains 278795 members 
Mstep: Class 13 contains 18989 members 
Mstep: Class 14 contains 93160 members 
Mstep: Class 15 contains 183378 members 
Mstep: Class 17 contains 55451 members 
Mstep: Class 18 contains 19119 members 
Mstep: Class 19 contains 188198 members 
Mstep: Class 20 contains 64342 members 
Mstep: Class 21 contains 19345 members 
Mstep: Class 22 contains 3028 members 
Entering Unmasked Estep 
Score: -146992864.000000 Penalty: 72849.460938
Splitting cluster 3 changes total score from -146981792.000000 to -146992864.000000
So it's getting split into cluster 10.
Entering ConstructFrom: 
Trying to split cluster 4 (48974 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48974 members 
Entering Unmasked Estep 
Score: -6120885.500000 Penalty: 2678.163086
	Iteration 0F: 2 clusters Score -6120886 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24552 members 
Mstep: Class 2 contains 24422 members 
Entering Unmasked Estep 
Score: -6087800.000000 Penalty: 5356.326172
	Iteration 0F: 3 clusters Score -6087800 nChanged 22581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25049 members 
Mstep: Class 2 contains 23925 members 
Entering Unmasked Estep 
Score: -6101054.500000 Penalty: 5356.326172
	Iteration 1F: 3 clusters Score -6101054 nChanged 2808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25597 members 
Mstep: Class 2 contains 23377 members 
Entering Unmasked Estep 
Score: -6102749.500000 Penalty: 5356.326172
	Iteration 2F: 3 clusters Score -6102750 nChanged 3299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26510 members 
Mstep: Class 2 contains 22464 members 
Entering Unmasked Estep 
Score: -6105296.500000 Penalty: 5356.326172
	Iteration 3F: 3 clusters Score -6105296 nChanged 3898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27846 members 
Mstep: Class 2 contains 21128 members 
Entering Unmasked Estep 
Score: -6108542.000000 Penalty: 5356.326172
	Iteration 4F: 3 clusters Score -6108542 nChanged 4129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29505 members 
Mstep: Class 2 contains 19469 members 
Entering Unmasked Estep 
Score: -6111884.000000 Penalty: 5356.326172
	Iteration 5F: 3 clusters Score -6111884 nChanged 3680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31103 members 
Mstep: Class 2 contains 17871 members 
Entering Unmasked Estep 
Score: -6114465.500000 Penalty: 5356.326172
	Iteration 6F: 3 clusters Score -6114466 nChanged 2821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32460 members 
Mstep: Class 2 contains 16514 members 
Entering Unmasked Estep 
Score: -6116240.000000 Penalty: 5356.326172
	Iteration 7F: 3 clusters Score -6116240 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33601 members 
Mstep: Class 2 contains 15373 members 
Entering Unmasked Estep 
Score: -6117404.000000 Penalty: 5356.326172
	Iteration 8Q: 3 clusters Score -6117404 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34585 members 
Mstep: Class 2 contains 14389 members 
Entering Unmasked Estep 
Score: -6118277.500000 Penalty: 5356.326172
	Iteration 9Q: 3 clusters Score -6118278 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35519 members 
Mstep: Class 2 contains 13455 members 
Entering Unmasked Estep 
Score: -6119087.000000 Penalty: 5356.326172
	Iteration 10Q: 3 clusters Score -6119087 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36349 members 
Mstep: Class 2 contains 12625 members 
Entering Unmasked Estep 
Score: -6119737.500000 Penalty: 5356.326172
	Iteration 11Q: 3 clusters Score -6119738 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37083 members 
Mstep: Class 2 contains 11891 members 
Entering Unmasked Estep 
Score: -6120147.000000 Penalty: 5356.326172
	Iteration 12Q: 3 clusters Score -6120147 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37749 members 
Mstep: Class 2 contains 11225 members 
Entering Unmasked Estep 
Score: -6120499.500000 Penalty: 5356.326172
	Iteration 13Q: 3 clusters Score -6120500 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38359 members 
Mstep: Class 2 contains 10615 members 
Entering Unmasked Estep 
Score: -6120846.000000 Penalty: 5356.326172
	Iteration 14Q: 3 clusters Score -6120846 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38882 members 
Mstep: Class 2 contains 10092 members 
Entering Unmasked Estep 
Score: -6121141.500000 Penalty: 5356.326172
	Iteration 15Q: 3 clusters Score -6121142 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39380 members 
Mstep: Class 2 contains 9594 members 
Entering Unmasked Estep 
Score: -6121479.500000 Penalty: 5356.326172
	Iteration 16Q: 3 clusters Score -6121480 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39835 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -6121773.500000 Penalty: 5356.326172
	Iteration 17Q: 3 clusters Score -6121774 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40265 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -6121998.500000 Penalty: 5356.326172
	Iteration 18Q: 3 clusters Score -6121998 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40664 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -6122187.500000 Penalty: 5356.326172
	Iteration 19Q: 3 clusters Score -6122188 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41021 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -6122342.500000 Penalty: 5356.326172
	Iteration 20F: 3 clusters Score -6122342 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41299 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -6122417.000000 Penalty: 5356.326172
	Iteration 21Q: 3 clusters Score -6122417 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41539 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -6122492.500000 Penalty: 5356.326172
	Iteration 22Q: 3 clusters Score -6122492 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41765 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -6122547.500000 Penalty: 5356.326172
	Iteration 23Q: 3 clusters Score -6122548 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41990 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -6122625.000000 Penalty: 5356.326172
	Iteration 24Q: 3 clusters Score -6122625 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42201 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -6122672.000000 Penalty: 5356.326172
	Iteration 25Q: 3 clusters Score -6122672 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42408 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -6122741.000000 Penalty: 5356.326172
	Iteration 26Q: 3 clusters Score -6122741 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42622 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -6122781.500000 Penalty: 5356.326172
	Iteration 27Q: 3 clusters Score -6122782 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42807 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -6122851.500000 Penalty: 5356.326172
	Iteration 28Q: 3 clusters Score -6122852 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42971 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -6122878.000000 Penalty: 5356.326172
	Iteration 29Q: 3 clusters Score -6122878 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43141 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -6122907.500000 Penalty: 5356.326172
	Iteration 30Q: 3 clusters Score -6122908 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43309 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -6122962.000000 Penalty: 5356.326172
	Iteration 31Q: 3 clusters Score -6122962 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43478 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -6123007.000000 Penalty: 5356.326172
	Iteration 32Q: 3 clusters Score -6123007 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43633 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -6123069.000000 Penalty: 5356.326172
	Iteration 33Q: 3 clusters Score -6123069 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43781 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -6123101.500000 Penalty: 5356.326172
	Iteration 34Q: 3 clusters Score -6123102 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43929 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -6123163.500000 Penalty: 5356.326172
	Iteration 35Q: 3 clusters Score -6123164 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44072 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -6123216.500000 Penalty: 5356.326172
	Iteration 36Q: 3 clusters Score -6123216 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44192 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -6123236.000000 Penalty: 5356.326172
	Iteration 37Q: 3 clusters Score -6123236 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44319 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -6123282.000000 Penalty: 5356.326172
	Iteration 38Q: 3 clusters Score -6123282 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44411 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -6123323.000000 Penalty: 5356.326172
	Iteration 39Q: 3 clusters Score -6123323 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44490 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -6123342.000000 Penalty: 5356.326172
	Iteration 40F: 3 clusters Score -6123342 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44544 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -6123359.500000 Penalty: 5356.326172
	Iteration 41Q: 3 clusters Score -6123360 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44582 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -6123380.500000 Penalty: 5356.326172
	Iteration 42Q: 3 clusters Score -6123380 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44625 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -6123395.500000 Penalty: 5356.326172
	Iteration 43Q: 3 clusters Score -6123396 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44662 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -6123387.500000 Penalty: 5356.326172
	Iteration 44Q: 3 clusters Score -6123388 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44699 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -6123406.000000 Penalty: 5356.326172
	Iteration 45Q: 3 clusters Score -6123406 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44729 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -6123421.500000 Penalty: 5356.326172
	Iteration 46Q: 3 clusters Score -6123422 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44772 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -6123406.000000 Penalty: 5356.326172
	Iteration 47Q: 3 clusters Score -6123406 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44809 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -6123416.000000 Penalty: 5356.326172
	Iteration 48Q: 3 clusters Score -6123416 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44856 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -6123407.000000 Penalty: 5356.326172
	Iteration 49Q: 3 clusters Score -6123407 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44898 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -6123404.000000 Penalty: 5356.326172
	Iteration 50Q: 3 clusters Score -6123404 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44940 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -6123409.000000 Penalty: 5356.326172
	Iteration 51Q: 3 clusters Score -6123409 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44975 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -6123422.000000 Penalty: 5356.326172
	Iteration 52Q: 3 clusters Score -6123422 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45003 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -6123425.000000 Penalty: 5356.326172
	Iteration 53Q: 3 clusters Score -6123425 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45026 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -6123429.000000 Penalty: 5356.326172
	Iteration 54Q: 3 clusters Score -6123429 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45041 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -6123423.000000 Penalty: 5356.326172
	Iteration 55Q: 3 clusters Score -6123423 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45059 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -6123426.500000 Penalty: 5356.326172
	Iteration 56Q: 3 clusters Score -6123426 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45083 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -6123445.000000 Penalty: 5356.326172
	Iteration 57Q: 3 clusters Score -6123445 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45099 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -6123448.000000 Penalty: 5356.326172
	Iteration 58Q: 3 clusters Score -6123448 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45122 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -6123463.000000 Penalty: 5356.326172
	Iteration 59Q: 3 clusters Score -6123463 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45144 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -6123455.000000 Penalty: 5356.326172
	Iteration 60F: 3 clusters Score -6123455 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45161 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -6123455.000000 Penalty: 5356.326172
	Iteration 61Q: 3 clusters Score -6123455 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45176 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -6123464.500000 Penalty: 5356.326172
	Iteration 62Q: 3 clusters Score -6123464 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45184 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -6123467.500000 Penalty: 5356.326172
	Iteration 63Q: 3 clusters Score -6123468 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45193 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -6123465.000000 Penalty: 5356.326172
	Iteration 64Q: 3 clusters Score -6123465 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45203 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -6123477.500000 Penalty: 5356.326172
	Iteration 65Q: 3 clusters Score -6123478 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45213 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -6123478.500000 Penalty: 5356.326172
	Iteration 66Q: 3 clusters Score -6123478 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45221 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -6123476.000000 Penalty: 5356.326172
	Iteration 67Q: 3 clusters Score -6123476 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45229 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -6123478.500000 Penalty: 5356.326172
	Iteration 68Q: 3 clusters Score -6123478 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45233 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -6123478.000000 Penalty: 5356.326172
	Iteration 69Q: 3 clusters Score -6123478 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45238 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -6123477.000000 Penalty: 5356.326172
	Iteration 70Q: 3 clusters Score -6123477 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45247 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -6123467.000000 Penalty: 5356.326172
	Iteration 71Q: 3 clusters Score -6123467 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45252 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -6123469.000000 Penalty: 5356.326172
	Iteration 72Q: 3 clusters Score -6123469 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45254 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -6123464.000000 Penalty: 5356.326172
	Iteration 73Q: 3 clusters Score -6123464 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45254 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -6123464.000000 Penalty: 5356.326172
	Iteration 74F: 3 clusters Score -6123464 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 14419 members 
Mstep: Class 3 contains 27591 members 
Mstep: Class 4 contains 45254 members 
Mstep: Class 5 contains 31207 members 
Mstep: Class 6 contains 20506 members 
Mstep: Class 7 contains 8596 members 
Mstep: Class 8 contains 35076 members 
Mstep: Class 9 contains 28996 members 
Mstep: Class 10 contains 13560 members 
Mstep: Class 11 contains 27126 members 
Mstep: Class 12 contains 278795 members 
Mstep: Class 13 contains 18989 members 
Mstep: Class 14 contains 93160 members 
Mstep: Class 15 contains 183378 members 
Mstep: Class 16 contains 3720 members 
Mstep: Class 17 contains 55451 members 
Mstep: Class 18 contains 19119 members 
Mstep: Class 19 contains 188198 members 
Mstep: Class 20 contains 64342 members 
Mstep: Class 21 contains 19345 members 
Mstep: Class 22 contains 3028 members 
Entering Unmasked Estep 
Score: -146994912.000000 Penalty: 76318.484375
Splitting cluster 4 changes total score from -146981792.000000 to -146994912.000000
So it's getting split into cluster 16.
Entering ConstructFrom: 
Trying to split cluster 5 (31207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31207 members 
Entering Unmasked Estep 
Score: -3939167.000000 Penalty: 2566.402588
	Iteration 0F: 2 clusters Score -3939167 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15665 members 
Mstep: Class 2 contains 15542 members 
Entering Unmasked Estep 
Score: -3917802.250000 Penalty: 5132.805176
	Iteration 0F: 3 clusters Score -3917802 nChanged 14159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16144 members 
Mstep: Class 2 contains 15063 members 
Entering Unmasked Estep 
Score: -3926560.000000 Penalty: 5132.805176
	Iteration 1F: 3 clusters Score -3926560 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16622 members 
Mstep: Class 2 contains 14585 members 
Entering Unmasked Estep 
Score: -3928415.250000 Penalty: 5132.805176
	Iteration 2F: 3 clusters Score -3928415 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17399 members 
Mstep: Class 2 contains 13808 members 
Entering Unmasked Estep 
Score: -3930731.250000 Penalty: 5132.805176
	Iteration 3F: 3 clusters Score -3930731 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18403 members 
Mstep: Class 2 contains 12804 members 
Entering Unmasked Estep 
Score: -3933191.250000 Penalty: 5132.805176
	Iteration 4F: 3 clusters Score -3933191 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19359 members 
Mstep: Class 2 contains 11848 members 
Entering Unmasked Estep 
Score: -3935321.250000 Penalty: 5132.805176
	Iteration 5F: 3 clusters Score -3935321 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20156 members 
Mstep: Class 2 contains 11051 members 
Entering Unmasked Estep 
Score: -3936806.750000 Penalty: 5132.805176
	Iteration 6F: 3 clusters Score -3936807 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20777 members 
Mstep: Class 2 contains 10430 members 
Entering Unmasked Estep 
Score: -3937791.250000 Penalty: 5132.805176
	Iteration 7Q: 3 clusters Score -3937791 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21307 members 
Mstep: Class 2 contains 9900 members 
Entering Unmasked Estep 
Score: -3938505.750000 Penalty: 5132.805176
	Iteration 8Q: 3 clusters Score -3938506 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21745 members 
Mstep: Class 2 contains 9462 members 
Entering Unmasked Estep 
Score: -3939091.750000 Penalty: 5132.805176
	Iteration 9Q: 3 clusters Score -3939092 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22055 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -3939442.750000 Penalty: 5132.805176
	Iteration 10Q: 3 clusters Score -3939443 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22253 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -3939659.000000 Penalty: 5132.805176
	Iteration 11Q: 3 clusters Score -3939659 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22357 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -3939808.500000 Penalty: 5132.805176
	Iteration 12Q: 3 clusters Score -3939808 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22420 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -3939909.000000 Penalty: 5132.805176
	Iteration 13Q: 3 clusters Score -3939909 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22461 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -3940005.250000 Penalty: 5132.805176
	Iteration 14Q: 3 clusters Score -3940005 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22482 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -3940043.500000 Penalty: 5132.805176
	Iteration 15Q: 3 clusters Score -3940044 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22479 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -3940094.750000 Penalty: 5132.805176
	Iteration 16Q: 3 clusters Score -3940095 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22459 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -3940130.750000 Penalty: 5132.805176
	Iteration 17Q: 3 clusters Score -3940131 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22440 members 
Mstep: Class 2 contains 8767 members 
Entering Unmasked Estep 
Score: -3940137.250000 Penalty: 5132.805176
	Iteration 18Q: 3 clusters Score -3940137 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22419 members 
Mstep: Class 2 contains 8788 members 
Entering Unmasked Estep 
Score: -3940147.500000 Penalty: 5132.805176
	Iteration 19Q: 3 clusters Score -3940148 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22395 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -3940161.000000 Penalty: 5132.805176
	Iteration 20F: 3 clusters Score -3940161 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22378 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -3940155.000000 Penalty: 5132.805176
	Iteration 21Q: 3 clusters Score -3940155 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22364 members 
Mstep: Class 2 contains 8843 members 
Entering Unmasked Estep 
Score: -3940166.500000 Penalty: 5132.805176
	Iteration 22Q: 3 clusters Score -3940166 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22358 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -3940183.500000 Penalty: 5132.805176
	Iteration 23Q: 3 clusters Score -3940184 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22351 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -3940185.000000 Penalty: 5132.805176
	Iteration 24Q: 3 clusters Score -3940185 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22365 members 
Mstep: Class 2 contains 8842 members 
Entering Unmasked Estep 
Score: -3940180.500000 Penalty: 5132.805176
	Iteration 25Q: 3 clusters Score -3940180 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22366 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -3940190.750000 Penalty: 5132.805176
	Iteration 26Q: 3 clusters Score -3940191 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22368 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -3940191.500000 Penalty: 5132.805176
	Iteration 27Q: 3 clusters Score -3940192 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22372 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -3940190.750000 Penalty: 5132.805176
	Iteration 28Q: 3 clusters Score -3940191 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22377 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -3940193.750000 Penalty: 5132.805176
	Iteration 29Q: 3 clusters Score -3940194 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22378 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -3940194.250000 Penalty: 5132.805176
	Iteration 30Q: 3 clusters Score -3940194 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22377 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -3940191.250000 Penalty: 5132.805176
	Iteration 31Q: 3 clusters Score -3940191 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22375 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -3940189.500000 Penalty: 5132.805176
	Iteration 32Q: 3 clusters Score -3940190 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22374 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -3940190.750000 Penalty: 5132.805176
	Iteration 33Q: 3 clusters Score -3940191 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22375 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -3940193.750000 Penalty: 5132.805176
	Iteration 34Q: 3 clusters Score -3940194 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22374 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -3940192.250000 Penalty: 5132.805176
	Iteration 35Q: 3 clusters Score -3940192 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22374 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -3940192.250000 Penalty: 5132.805176
	Iteration 36F: 3 clusters Score -3940192 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 14419 members 
Mstep: Class 3 contains 27591 members 
Mstep: Class 4 contains 45254 members 
Mstep: Class 5 contains 22374 members 
Mstep: Class 6 contains 20506 members 
Mstep: Class 7 contains 8596 members 
Mstep: Class 8 contains 35076 members 
Mstep: Class 9 contains 28996 members 
Mstep: Class 10 contains 13560 members 
Mstep: Class 11 contains 27126 members 
Mstep: Class 12 contains 278795 members 
Mstep: Class 13 contains 18989 members 
Mstep: Class 14 contains 93160 members 
Mstep: Class 15 contains 183378 members 
Mstep: Class 16 contains 3720 members 
Mstep: Class 17 contains 55451 members 
Mstep: Class 18 contains 19119 members 
Mstep: Class 19 contains 188198 members 
Mstep: Class 20 contains 64342 members 
Mstep: Class 21 contains 19345 members 
Mstep: Class 22 contains 3028 members 
Mstep: Class 23 contains 8833 members 
Entering Unmasked Estep 
Score: -146994960.000000 Penalty: 79787.500000
Splitting cluster 5 changes total score from -146981792.000000 to -146994960.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 6 (20506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20506 members 
Entering Unmasked Estep 
Score: -2724058.500000 Penalty: 2462.261230
	Iteration 0F: 2 clusters Score -2724058 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10257 members 
Mstep: Class 2 contains 10249 members 
Entering Unmasked Estep 
Score: -2711194.750000 Penalty: 4924.522461
	Iteration 0F: 3 clusters Score -2711195 nChanged 9531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 10826 members 
Entering Unmasked Estep 
Score: -2742126.000000 Penalty: 4924.522461
	Iteration 1F: 3 clusters Score -2742126 nChanged 4521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 12149 members 
Entering Unmasked Estep 
Score: -2766966.500000 Penalty: 4924.522461
	Iteration 2F: 3 clusters Score -2766966 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 11850 members 
Entering Unmasked Estep 
Score: -2777765.000000 Penalty: 4924.522461
	Iteration 3F: 3 clusters Score -2777765 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9550 members 
Mstep: Class 2 contains 10956 members 
Entering Unmasked Estep 
Score: -2782717.250000 Penalty: 4924.522461
	Iteration 4F: 3 clusters Score -2782717 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10412 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -2785744.250000 Penalty: 4924.522461
	Iteration 5Q: 3 clusters Score -2785744 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11246 members 
Mstep: Class 2 contains 9260 members 
Entering Unmasked Estep 
Score: -2788636.750000 Penalty: 4924.522461
	Iteration 6Q: 3 clusters Score -2788637 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12014 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -2792649.500000 Penalty: 4924.522461
	Iteration 7Q: 3 clusters Score -2792650 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12717 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -2796880.750000 Penalty: 4924.522461
	Iteration 8Q: 3 clusters Score -2796881 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13366 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -2801232.750000 Penalty: 4924.522461
	Iteration 9Q: 3 clusters Score -2801233 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13931 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -2803968.250000 Penalty: 4924.522461
	Iteration 10Q: 3 clusters Score -2803968 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14396 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -2806851.250000 Penalty: 4924.522461
	Iteration 11Q: 3 clusters Score -2806851 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14776 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -2809178.000000 Penalty: 4924.522461
	Iteration 12Q: 3 clusters Score -2809178 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15034 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -2811654.000000 Penalty: 4924.522461
	Iteration 13Q: 3 clusters Score -2811654 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15246 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -2814162.500000 Penalty: 4924.522461
	Iteration 14Q: 3 clusters Score -2814162 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15396 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -2817493.250000 Penalty: 4924.522461
	Iteration 15Q: 3 clusters Score -2817493 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15530 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -2821467.250000 Penalty: 4924.522461
	Iteration 16Q: 3 clusters Score -2821467 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15615 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -2823747.750000 Penalty: 4924.522461
	Iteration 17Q: 3 clusters Score -2823748 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15681 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -2825103.000000 Penalty: 4924.522461
	Iteration 18Q: 3 clusters Score -2825103 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15721 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -2826305.000000 Penalty: 4924.522461
	Iteration 19Q: 3 clusters Score -2826305 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15765 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -2828756.500000 Penalty: 4924.522461
	Iteration 20F: 3 clusters Score -2828756 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15919 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -2836476.000000 Penalty: 4924.522461
	Iteration 21Q: 3 clusters Score -2836476 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16062 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -2849540.750000 Penalty: 4924.522461
	Iteration 22Q: 3 clusters Score -2849541 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16138 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -2853311.250000 Penalty: 4924.522461
	Iteration 23Q: 3 clusters Score -2853311 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16218 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -2858035.000000 Penalty: 4924.522461
	Iteration 24Q: 3 clusters Score -2858035 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16290 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -2865395.250000 Penalty: 4924.522461
	Iteration 25Q: 3 clusters Score -2865395 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16318 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -2869923.750000 Penalty: 4924.522461
	Iteration 26Q: 3 clusters Score -2869924 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16333 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -2870088.750000 Penalty: 4924.522461
	Iteration 27Q: 3 clusters Score -2870089 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16335 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -2870110.750000 Penalty: 4924.522461
	Iteration 28Q: 3 clusters Score -2870111 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16336 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -2870087.250000 Penalty: 4924.522461
	Iteration 29Q: 3 clusters Score -2870087 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16336 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -2870087.250000 Penalty: 4924.522461
	Iteration 30F: 3 clusters Score -2870087 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 14419 members 
Mstep: Class 3 contains 27591 members 
Mstep: Class 4 contains 45254 members 
Mstep: Class 5 contains 22374 members 
Mstep: Class 6 contains 16336 members 
Mstep: Class 7 contains 8596 members 
Mstep: Class 8 contains 35076 members 
Mstep: Class 9 contains 28996 members 
Mstep: Class 10 contains 13560 members 
Mstep: Class 11 contains 27126 members 
Mstep: Class 12 contains 278795 members 
Mstep: Class 13 contains 18989 members 
Mstep: Class 14 contains 93160 members 
Mstep: Class 15 contains 183378 members 
Mstep: Class 16 contains 3720 members 
Mstep: Class 17 contains 55451 members 
Mstep: Class 18 contains 19119 members 
Mstep: Class 19 contains 188198 members 
Mstep: Class 20 contains 64342 members 
Mstep: Class 21 contains 19345 members 
Mstep: Class 22 contains 3028 members 
Mstep: Class 23 contains 8833 members 
Mstep: Class 24 contains 4170 members 
Entering Unmasked Estep 
Score: -147139312.000000 Penalty: 83256.523438
Splitting cluster 6 changes total score from -146981792.000000 to -147139312.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 8 (35076 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35076 members 
Entering Unmasked Estep 
Score: -4132765.500000 Penalty: 2595.387451
	Iteration 0F: 2 clusters Score -4132766 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17445 members 
Mstep: Class 2 contains 17631 members 
Entering Unmasked Estep 
Score: -4108902.250000 Penalty: 5190.774902
	Iteration 0F: 3 clusters Score -4108902 nChanged 15997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17274 members 
Mstep: Class 2 contains 17802 members 
Entering Unmasked Estep 
Score: -4117994.250000 Penalty: 5190.774902
	Iteration 1F: 3 clusters Score -4117994 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17292 members 
Mstep: Class 2 contains 17784 members 
Entering Unmasked Estep 
Score: -4118974.250000 Penalty: 5190.774902
	Iteration 2F: 3 clusters Score -4118974 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17412 members 
Mstep: Class 2 contains 17664 members 
Entering Unmasked Estep 
Score: -4120116.250000 Penalty: 5190.774902
	Iteration 3F: 3 clusters Score -4120116 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17648 members 
Mstep: Class 2 contains 17428 members 
Entering Unmasked Estep 
Score: -4121296.500000 Penalty: 5190.774902
	Iteration 4F: 3 clusters Score -4121296 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17994 members 
Mstep: Class 2 contains 17082 members 
Entering Unmasked Estep 
Score: -4122625.000000 Penalty: 5190.774902
	Iteration 5F: 3 clusters Score -4122625 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18305 members 
Mstep: Class 2 contains 16771 members 
Entering Unmasked Estep 
Score: -4123823.500000 Penalty: 5190.774902
	Iteration 6F: 3 clusters Score -4123824 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18667 members 
Mstep: Class 2 contains 16409 members 
Entering Unmasked Estep 
Score: -4124816.500000 Penalty: 5190.774902
	Iteration 7F: 3 clusters Score -4124816 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19096 members 
Mstep: Class 2 contains 15980 members 
Entering Unmasked Estep 
Score: -4125709.500000 Penalty: 5190.774902
	Iteration 8Q: 3 clusters Score -4125710 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19536 members 
Mstep: Class 2 contains 15540 members 
Entering Unmasked Estep 
Score: -4126446.000000 Penalty: 5190.774902
	Iteration 9Q: 3 clusters Score -4126446 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19924 members 
Mstep: Class 2 contains 15152 members 
Entering Unmasked Estep 
Score: -4126975.000000 Penalty: 5190.774902
	Iteration 10Q: 3 clusters Score -4126975 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20329 members 
Mstep: Class 2 contains 14747 members 
Entering Unmasked Estep 
Score: -4127445.250000 Penalty: 5190.774902
	Iteration 11Q: 3 clusters Score -4127445 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20674 members 
Mstep: Class 2 contains 14402 members 
Entering Unmasked Estep 
Score: -4127886.750000 Penalty: 5190.774902
	Iteration 12Q: 3 clusters Score -4127887 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21032 members 
Mstep: Class 2 contains 14044 members 
Entering Unmasked Estep 
Score: -4128260.750000 Penalty: 5190.774902
	Iteration 13Q: 3 clusters Score -4128261 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21323 members 
Mstep: Class 2 contains 13753 members 
Entering Unmasked Estep 
Score: -4128561.000000 Penalty: 5190.774902
	Iteration 14Q: 3 clusters Score -4128561 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21612 members 
Mstep: Class 2 contains 13464 members 
Entering Unmasked Estep 
Score: -4128834.000000 Penalty: 5190.774902
	Iteration 15Q: 3 clusters Score -4128834 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21840 members 
Mstep: Class 2 contains 13236 members 
Entering Unmasked Estep 
Score: -4129065.500000 Penalty: 5190.774902
	Iteration 16Q: 3 clusters Score -4129066 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22067 members 
Mstep: Class 2 contains 13009 members 
Entering Unmasked Estep 
Score: -4129301.500000 Penalty: 5190.774902
	Iteration 17Q: 3 clusters Score -4129302 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22272 members 
Mstep: Class 2 contains 12804 members 
Entering Unmasked Estep 
Score: -4129453.750000 Penalty: 5190.774902
	Iteration 18Q: 3 clusters Score -4129454 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22450 members 
Mstep: Class 2 contains 12626 members 
Entering Unmasked Estep 
Score: -4129586.250000 Penalty: 5190.774902
	Iteration 19Q: 3 clusters Score -4129586 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22600 members 
Mstep: Class 2 contains 12476 members 
Entering Unmasked Estep 
Score: -4129719.250000 Penalty: 5190.774902
	Iteration 20F: 3 clusters Score -4129719 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22736 members 
Mstep: Class 2 contains 12340 members 
Entering Unmasked Estep 
Score: -4129831.750000 Penalty: 5190.774902
	Iteration 21Q: 3 clusters Score -4129832 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22871 members 
Mstep: Class 2 contains 12205 members 
Entering Unmasked Estep 
Score: -4129906.750000 Penalty: 5190.774902
	Iteration 22Q: 3 clusters Score -4129907 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23001 members 
Mstep: Class 2 contains 12075 members 
Entering Unmasked Estep 
Score: -4129962.750000 Penalty: 5190.774902
	Iteration 23Q: 3 clusters Score -4129963 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23105 members 
Mstep: Class 2 contains 11971 members 
Entering Unmasked Estep 
Score: -4129980.750000 Penalty: 5190.774902
	Iteration 24Q: 3 clusters Score -4129981 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23195 members 
Mstep: Class 2 contains 11881 members 
Entering Unmasked Estep 
Score: -4130016.250000 Penalty: 5190.774902
	Iteration 25Q: 3 clusters Score -4130016 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23277 members 
Mstep: Class 2 contains 11799 members 
Entering Unmasked Estep 
Score: -4130025.750000 Penalty: 5190.774902
	Iteration 26Q: 3 clusters Score -4130026 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23347 members 
Mstep: Class 2 contains 11729 members 
Entering Unmasked Estep 
Score: -4130045.000000 Penalty: 5190.774902
	Iteration 27Q: 3 clusters Score -4130045 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23409 members 
Mstep: Class 2 contains 11667 members 
Entering Unmasked Estep 
Score: -4130066.750000 Penalty: 5190.774902
	Iteration 28Q: 3 clusters Score -4130067 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23475 members 
Mstep: Class 2 contains 11601 members 
Entering Unmasked Estep 
Score: -4130072.250000 Penalty: 5190.774902
	Iteration 29Q: 3 clusters Score -4130072 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23546 members 
Mstep: Class 2 contains 11530 members 
Entering Unmasked Estep 
Score: -4130090.250000 Penalty: 5190.774902
	Iteration 30Q: 3 clusters Score -4130090 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23613 members 
Mstep: Class 2 contains 11463 members 
Entering Unmasked Estep 
Score: -4130098.250000 Penalty: 5190.774902
	Iteration 31Q: 3 clusters Score -4130098 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23681 members 
Mstep: Class 2 contains 11395 members 
Entering Unmasked Estep 
Score: -4130100.750000 Penalty: 5190.774902
	Iteration 32Q: 3 clusters Score -4130101 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23742 members 
Mstep: Class 2 contains 11334 members 
Entering Unmasked Estep 
Score: -4130107.750000 Penalty: 5190.774902
	Iteration 33Q: 3 clusters Score -4130108 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23800 members 
Mstep: Class 2 contains 11276 members 
Entering Unmasked Estep 
Score: -4130120.000000 Penalty: 5190.774902
	Iteration 34Q: 3 clusters Score -4130120 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23858 members 
Mstep: Class 2 contains 11218 members 
Entering Unmasked Estep 
Score: -4130119.250000 Penalty: 5190.774902
	Iteration 35Q: 3 clusters Score -4130119 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23917 members 
Mstep: Class 2 contains 11159 members 
Entering Unmasked Estep 
Score: -4130123.000000 Penalty: 5190.774902
	Iteration 36Q: 3 clusters Score -4130123 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23976 members 
Mstep: Class 2 contains 11100 members 
Entering Unmasked Estep 
Score: -4130122.750000 Penalty: 5190.774902
	Iteration 37Q: 3 clusters Score -4130123 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24029 members 
Mstep: Class 2 contains 11047 members 
Entering Unmasked Estep 
Score: -4130122.750000 Penalty: 5190.774902
	Iteration 38Q: 3 clusters Score -4130123 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24080 members 
Mstep: Class 2 contains 10996 members 
Entering Unmasked Estep 
Score: -4130140.500000 Penalty: 5190.774902
	Iteration 39Q: 3 clusters Score -4130140 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24128 members 
Mstep: Class 2 contains 10948 members 
Entering Unmasked Estep 
Score: -4130146.000000 Penalty: 5190.774902
	Iteration 40F: 3 clusters Score -4130146 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24179 members 
Mstep: Class 2 contains 10897 members 
Entering Unmasked Estep 
Score: -4130152.000000 Penalty: 5190.774902
	Iteration 41Q: 3 clusters Score -4130152 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24233 members 
Mstep: Class 2 contains 10843 members 
Entering Unmasked Estep 
Score: -4130170.750000 Penalty: 5190.774902
	Iteration 42Q: 3 clusters Score -4130171 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24290 members 
Mstep: Class 2 contains 10786 members 
Entering Unmasked Estep 
Score: -4130174.250000 Penalty: 5190.774902
	Iteration 43Q: 3 clusters Score -4130174 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24349 members 
Mstep: Class 2 contains 10727 members 
Entering Unmasked Estep 
Score: -4130172.000000 Penalty: 5190.774902
	Iteration 44Q: 3 clusters Score -4130172 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24407 members 
Mstep: Class 2 contains 10669 members 
Entering Unmasked Estep 
Score: -4130177.750000 Penalty: 5190.774902
	Iteration 45Q: 3 clusters Score -4130178 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24466 members 
Mstep: Class 2 contains 10610 members 
Entering Unmasked Estep 
Score: -4130182.500000 Penalty: 5190.774902
	Iteration 46Q: 3 clusters Score -4130182 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24534 members 
Mstep: Class 2 contains 10542 members 
Entering Unmasked Estep 
Score: -4130193.500000 Penalty: 5190.774902
	Iteration 47Q: 3 clusters Score -4130194 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24604 members 
Mstep: Class 2 contains 10472 members 
Entering Unmasked Estep 
Score: -4130192.250000 Penalty: 5190.774902
	Iteration 48Q: 3 clusters Score -4130192 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24667 members 
Mstep: Class 2 contains 10409 members 
Entering Unmasked Estep 
Score: -4130200.000000 Penalty: 5190.774902
	Iteration 49Q: 3 clusters Score -4130200 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24729 members 
Mstep: Class 2 contains 10347 members 
Entering Unmasked Estep 
Score: -4130203.250000 Penalty: 5190.774902
	Iteration 50Q: 3 clusters Score -4130203 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24794 members 
Mstep: Class 2 contains 10282 members 
Entering Unmasked Estep 
Score: -4130211.750000 Penalty: 5190.774902
	Iteration 51Q: 3 clusters Score -4130212 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24854 members 
Mstep: Class 2 contains 10222 members 
Entering Unmasked Estep 
Score: -4130219.250000 Penalty: 5190.774902
	Iteration 52Q: 3 clusters Score -4130219 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24911 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -4130220.000000 Penalty: 5190.774902
	Iteration 53Q: 3 clusters Score -4130220 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24968 members 
Mstep: Class 2 contains 10108 members 
Entering Unmasked Estep 
Score: -4130219.500000 Penalty: 5190.774902
	Iteration 54Q: 3 clusters Score -4130220 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25016 members 
Mstep: Class 2 contains 10060 members 
Entering Unmasked Estep 
Score: -4130221.500000 Penalty: 5190.774902
	Iteration 55Q: 3 clusters Score -4130222 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25073 members 
Mstep: Class 2 contains 10003 members 
Entering Unmasked Estep 
Score: -4130223.750000 Penalty: 5190.774902
	Iteration 56Q: 3 clusters Score -4130224 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25117 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -4130239.250000 Penalty: 5190.774902
	Iteration 57Q: 3 clusters Score -4130239 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25161 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -4130233.250000 Penalty: 5190.774902
	Iteration 58Q: 3 clusters Score -4130233 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25211 members 
Mstep: Class 2 contains 9865 members 
Entering Unmasked Estep 
Score: -4130246.750000 Penalty: 5190.774902
	Iteration 59Q: 3 clusters Score -4130247 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25251 members 
Mstep: Class 2 contains 9825 members 
Entering Unmasked Estep 
Score: -4130254.000000 Penalty: 5190.774902
	Iteration 60F: 3 clusters Score -4130254 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25286 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
Score: -4130255.750000 Penalty: 5190.774902
	Iteration 61Q: 3 clusters Score -4130256 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25343 members 
Mstep: Class 2 contains 9733 members 
Entering Unmasked Estep 
Score: -4130262.500000 Penalty: 5190.774902
	Iteration 62Q: 3 clusters Score -4130262 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25413 members 
Mstep: Class 2 contains 9663 members 
Entering Unmasked Estep 
Score: -4130266.750000 Penalty: 5190.774902
	Iteration 63Q: 3 clusters Score -4130267 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25480 members 
Mstep: Class 2 contains 9596 members 
Entering Unmasked Estep 
Score: -4130279.750000 Penalty: 5190.774902
	Iteration 64Q: 3 clusters Score -4130280 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25548 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -4130289.250000 Penalty: 5190.774902
	Iteration 65Q: 3 clusters Score -4130289 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25622 members 
Mstep: Class 2 contains 9454 members 
Entering Unmasked Estep 
Score: -4130310.750000 Penalty: 5190.774902
	Iteration 66Q: 3 clusters Score -4130311 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25699 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
Score: -4130318.750000 Penalty: 5190.774902
	Iteration 67Q: 3 clusters Score -4130319 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25781 members 
Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
Score: -4130329.250000 Penalty: 5190.774902
	Iteration 68Q: 3 clusters Score -4130329 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25851 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -4130342.000000 Penalty: 5190.774902
	Iteration 69Q: 3 clusters Score -4130342 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25937 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -4130342.500000 Penalty: 5190.774902
	Iteration 70Q: 3 clusters Score -4130342 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26022 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -4130355.000000 Penalty: 5190.774902
	Iteration 71Q: 3 clusters Score -4130355 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26101 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -4130364.500000 Penalty: 5190.774902
	Iteration 72Q: 3 clusters Score -4130364 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26173 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -4130369.750000 Penalty: 5190.774902
	Iteration 73Q: 3 clusters Score -4130370 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26241 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -4130371.500000 Penalty: 5190.774902
	Iteration 74Q: 3 clusters Score -4130372 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26305 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -4130382.500000 Penalty: 5190.774902
	Iteration 75Q: 3 clusters Score -4130382 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26376 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -4130391.250000 Penalty: 5190.774902
	Iteration 76Q: 3 clusters Score -4130391 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26434 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -4130398.250000 Penalty: 5190.774902
	Iteration 77Q: 3 clusters Score -4130398 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26484 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -4130410.250000 Penalty: 5190.774902
	Iteration 78Q: 3 clusters Score -4130410 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26533 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -4130424.750000 Penalty: 5190.774902
	Iteration 79Q: 3 clusters Score -4130425 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26569 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -4130422.000000 Penalty: 5190.774902
	Iteration 80F: 3 clusters Score -4130422 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26612 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -4130410.500000 Penalty: 5190.774902
	Iteration 81Q: 3 clusters Score -4130410 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26649 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -4130416.750000 Penalty: 5190.774902
	Iteration 82Q: 3 clusters Score -4130417 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26687 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -4130416.750000 Penalty: 5190.774902
	Iteration 83Q: 3 clusters Score -4130417 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26733 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -4130420.500000 Penalty: 5190.774902
	Iteration 84Q: 3 clusters Score -4130420 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26765 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -4130419.250000 Penalty: 5190.774902
	Iteration 85Q: 3 clusters Score -4130419 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26793 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -4130428.500000 Penalty: 5190.774902
	Iteration 86Q: 3 clusters Score -4130428 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26823 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -4130437.250000 Penalty: 5190.774902
	Iteration 87Q: 3 clusters Score -4130437 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26862 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -4130432.750000 Penalty: 5190.774902
	Iteration 88Q: 3 clusters Score -4130433 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26894 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -4130442.000000 Penalty: 5190.774902
	Iteration 89Q: 3 clusters Score -4130442 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26925 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -4130441.500000 Penalty: 5190.774902
	Iteration 90Q: 3 clusters Score -4130442 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26954 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -4130441.000000 Penalty: 5190.774902
	Iteration 91Q: 3 clusters Score -4130441 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26994 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -4130436.000000 Penalty: 5190.774902
	Iteration 92Q: 3 clusters Score -4130436 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27025 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -4130433.750000 Penalty: 5190.774902
	Iteration 93Q: 3 clusters Score -4130434 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27052 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -4130434.250000 Penalty: 5190.774902
	Iteration 94Q: 3 clusters Score -4130434 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27080 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -4130438.750000 Penalty: 5190.774902
	Iteration 95Q: 3 clusters Score -4130439 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27102 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -4130430.250000 Penalty: 5190.774902
	Iteration 96Q: 3 clusters Score -4130430 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27131 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -4130435.500000 Penalty: 5190.774902
	Iteration 97Q: 3 clusters Score -4130436 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27149 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -4130434.250000 Penalty: 5190.774902
	Iteration 98Q: 3 clusters Score -4130434 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27171 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -4130436.250000 Penalty: 5190.774902
	Iteration 99Q: 3 clusters Score -4130436 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27187 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -4130443.250000 Penalty: 5190.774902
	Iteration 100F: 3 clusters Score -4130443 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27204 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -4130436.000000 Penalty: 5190.774902
	Iteration 101Q: 3 clusters Score -4130436 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27222 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -4130440.500000 Penalty: 5190.774902
	Iteration 102Q: 3 clusters Score -4130440 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27243 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -4130446.500000 Penalty: 5190.774902
	Iteration 103Q: 3 clusters Score -4130446 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27267 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -4130447.750000 Penalty: 5190.774902
	Iteration 104Q: 3 clusters Score -4130448 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27295 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -4130443.000000 Penalty: 5190.774902
	Iteration 105Q: 3 clusters Score -4130443 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27320 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -4130449.250000 Penalty: 5190.774902
	Iteration 106Q: 3 clusters Score -4130449 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27345 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -4130454.500000 Penalty: 5190.774902
	Iteration 107Q: 3 clusters Score -4130454 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27371 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -4130456.750000 Penalty: 5190.774902
	Iteration 108Q: 3 clusters Score -4130457 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27391 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -4130461.000000 Penalty: 5190.774902
	Iteration 109Q: 3 clusters Score -4130461 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27415 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -4130460.500000 Penalty: 5190.774902
	Iteration 110Q: 3 clusters Score -4130460 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27435 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -4130461.000000 Penalty: 5190.774902
	Iteration 111Q: 3 clusters Score -4130461 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27463 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -4130465.500000 Penalty: 5190.774902
	Iteration 112Q: 3 clusters Score -4130466 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27493 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -4130472.750000 Penalty: 5190.774902
	Iteration 113Q: 3 clusters Score -4130473 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27518 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -4130480.750000 Penalty: 5190.774902
	Iteration 114Q: 3 clusters Score -4130481 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27541 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -4130472.750000 Penalty: 5190.774902
	Iteration 115Q: 3 clusters Score -4130473 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27565 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -4130481.750000 Penalty: 5190.774902
	Iteration 116Q: 3 clusters Score -4130482 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27592 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -4130463.750000 Penalty: 5190.774902
	Iteration 117Q: 3 clusters Score -4130464 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27618 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -4130475.250000 Penalty: 5190.774902
	Iteration 118Q: 3 clusters Score -4130475 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27641 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -4130472.000000 Penalty: 5190.774902
	Iteration 119Q: 3 clusters Score -4130472 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27661 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -4130480.250000 Penalty: 5190.774902
	Iteration 120F: 3 clusters Score -4130480 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27690 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -4130491.000000 Penalty: 5190.774902
	Iteration 121Q: 3 clusters Score -4130491 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27710 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -4130484.500000 Penalty: 5190.774902
	Iteration 122Q: 3 clusters Score -4130484 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27744 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -4130486.000000 Penalty: 5190.774902
	Iteration 123Q: 3 clusters Score -4130486 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27788 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -4130491.000000 Penalty: 5190.774902
	Iteration 124Q: 3 clusters Score -4130491 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27822 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -4130488.250000 Penalty: 5190.774902
	Iteration 125Q: 3 clusters Score -4130488 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27854 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -4130491.500000 Penalty: 5190.774902
	Iteration 126Q: 3 clusters Score -4130492 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27886 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -4130504.000000 Penalty: 5190.774902
	Iteration 127Q: 3 clusters Score -4130504 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27931 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -4130498.750000 Penalty: 5190.774902
	Iteration 128Q: 3 clusters Score -4130499 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27963 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -4130506.000000 Penalty: 5190.774902
	Iteration 129Q: 3 clusters Score -4130506 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27992 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -4130520.500000 Penalty: 5190.774902
	Iteration 130Q: 3 clusters Score -4130520 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28011 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -4130512.000000 Penalty: 5190.774902
	Iteration 131Q: 3 clusters Score -4130512 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28026 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -4130520.750000 Penalty: 5190.774902
	Iteration 132Q: 3 clusters Score -4130521 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28036 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -4130525.000000 Penalty: 5190.774902
	Iteration 133Q: 3 clusters Score -4130525 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28047 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -4130526.750000 Penalty: 5190.774902
	Iteration 134Q: 3 clusters Score -4130527 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28051 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -4130522.250000 Penalty: 5190.774902
	Iteration 135Q: 3 clusters Score -4130522 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28056 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -4130522.250000 Penalty: 5190.774902
	Iteration 136Q: 3 clusters Score -4130522 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28062 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -4130524.500000 Penalty: 5190.774902
	Iteration 137Q: 3 clusters Score -4130524 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28074 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -4130525.250000 Penalty: 5190.774902
	Iteration 138Q: 3 clusters Score -4130525 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28085 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -4130518.250000 Penalty: 5190.774902
	Iteration 139Q: 3 clusters Score -4130518 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28092 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -4130518.750000 Penalty: 5190.774902
	Iteration 140F: 3 clusters Score -4130519 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28107 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -4130516.750000 Penalty: 5190.774902
	Iteration 141Q: 3 clusters Score -4130517 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28115 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -4130524.000000 Penalty: 5190.774902
	Iteration 142Q: 3 clusters Score -4130524 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28134 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -4130523.250000 Penalty: 5190.774902
	Iteration 143Q: 3 clusters Score -4130523 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28147 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -4130531.000000 Penalty: 5190.774902
	Iteration 144Q: 3 clusters Score -4130531 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28152 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -4130531.750000 Penalty: 5190.774902
	Iteration 145Q: 3 clusters Score -4130532 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28157 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -4130527.500000 Penalty: 5190.774902
	Iteration 146Q: 3 clusters Score -4130528 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28162 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -4130532.750000 Penalty: 5190.774902
	Iteration 147Q: 3 clusters Score -4130533 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28166 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -4130527.250000 Penalty: 5190.774902
	Iteration 148Q: 3 clusters Score -4130527 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28170 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -4130526.250000 Penalty: 5190.774902
	Iteration 149Q: 3 clusters Score -4130526 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28174 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -4130523.750000 Penalty: 5190.774902
	Iteration 150Q: 3 clusters Score -4130524 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28176 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -4130527.500000 Penalty: 5190.774902
	Iteration 151Q: 3 clusters Score -4130528 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28177 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -4130528.000000 Penalty: 5190.774902
	Iteration 152Q: 3 clusters Score -4130528 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28180 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -4130528.000000 Penalty: 5190.774902
	Iteration 153Q: 3 clusters Score -4130528 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28183 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -4130522.250000 Penalty: 5190.774902
	Iteration 154Q: 3 clusters Score -4130522 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28187 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -4130525.250000 Penalty: 5190.774902
	Iteration 155Q: 3 clusters Score -4130525 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28188 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -4130524.000000 Penalty: 5190.774902
	Iteration 156Q: 3 clusters Score -4130524 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28188 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -4130524.000000 Penalty: 5190.774902
	Iteration 157F: 3 clusters Score -4130524 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (28996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28996 members 
Entering Unmasked Estep 
Score: -3684499.000000 Penalty: 2548.178467
	Iteration 0F: 2 clusters Score -3684499 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14428 members 
Mstep: Class 2 contains 14568 members 
Entering Unmasked Estep 
Score: -3664681.500000 Penalty: 5096.356934
	Iteration 0F: 3 clusters Score -3664682 nChanged 13029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14189 members 
Mstep: Class 2 contains 14807 members 
Entering Unmasked Estep 
Score: -3671608.250000 Penalty: 5096.356934
	Iteration 1F: 3 clusters Score -3671608 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13984 members 
Mstep: Class 2 contains 15012 members 
Entering Unmasked Estep 
Score: -3672154.000000 Penalty: 5096.356934
	Iteration 2F: 3 clusters Score -3672154 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13693 members 
Mstep: Class 2 contains 15303 members 
Entering Unmasked Estep 
Score: -3672651.250000 Penalty: 5096.356934
	Iteration 3Q: 3 clusters Score -3672651 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13298 members 
Mstep: Class 2 contains 15698 members 
Entering Unmasked Estep 
Score: -3673181.000000 Penalty: 5096.356934
	Iteration 4Q: 3 clusters Score -3673181 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12779 members 
Mstep: Class 2 contains 16217 members 
Entering Unmasked Estep 
Score: -3673728.500000 Penalty: 5096.356934
	Iteration 5Q: 3 clusters Score -3673728 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12101 members 
Mstep: Class 2 contains 16895 members 
Entering Unmasked Estep 
Score: -3674337.000000 Penalty: 5096.356934
	Iteration 6Q: 3 clusters Score -3674337 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11249 members 
Mstep: Class 2 contains 17747 members 
Entering Unmasked Estep 
Score: -3674995.750000 Penalty: 5096.356934
	Iteration 7Q: 3 clusters Score -3674996 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 18868 members 
Entering Unmasked Estep 
Score: -3675885.000000 Penalty: 5096.356934
	Iteration 8F: 3 clusters Score -3675885 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 20233 members 
Entering Unmasked Estep 
Score: -3676989.000000 Penalty: 5096.356934
	Iteration 9F: 3 clusters Score -3676989 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 21732 members 
Entering Unmasked Estep 
Score: -3678288.250000 Penalty: 5096.356934
	Iteration 10F: 3 clusters Score -3678288 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 23237 members 
Entering Unmasked Estep 
Score: -3679641.500000 Penalty: 5096.356934
	Iteration 11F: 3 clusters Score -3679642 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 24567 members 
Entering Unmasked Estep 
Score: -3680847.000000 Penalty: 5096.356934
	Iteration 12Q: 3 clusters Score -3680847 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 25602 members 
Entering Unmasked Estep 
Score: -3681749.500000 Penalty: 5096.356934
	Iteration 13Q: 3 clusters Score -3681750 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 26315 members 
Entering Unmasked Estep 
Score: -3682298.250000 Penalty: 5096.356934
	Iteration 14Q: 3 clusters Score -3682298 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 26810 members 
Entering Unmasked Estep 
Score: -3682634.750000 Penalty: 5096.356934
	Iteration 15Q: 3 clusters Score -3682635 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 27155 members 
Entering Unmasked Estep 
Score: -3682859.250000 Penalty: 5096.356934
	Iteration 16Q: 3 clusters Score -3682859 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 27376 members 
Entering Unmasked Estep 
Score: -3682964.250000 Penalty: 5096.356934
	Iteration 17Q: 3 clusters Score -3682964 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 27552 members 
Entering Unmasked Estep 
Score: -3683069.500000 Penalty: 5096.356934
	Iteration 18Q: 3 clusters Score -3683070 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 27671 members 
Entering Unmasked Estep 
Score: -3683122.250000 Penalty: 5096.356934
	Iteration 19Q: 3 clusters Score -3683122 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 27765 members 
Entering Unmasked Estep 
Score: -3683166.250000 Penalty: 5096.356934
	Iteration 20F: 3 clusters Score -3683166 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 27827 members 
Entering Unmasked Estep 
Score: -3683192.000000 Penalty: 5096.356934
	Iteration 21Q: 3 clusters Score -3683192 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 27873 members 
Entering Unmasked Estep 
Score: -3683207.000000 Penalty: 5096.356934
	Iteration 22Q: 3 clusters Score -3683207 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 27901 members 
Entering Unmasked Estep 
Score: -3683216.000000 Penalty: 5096.356934
	Iteration 23Q: 3 clusters Score -3683216 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 27918 members 
Entering Unmasked Estep 
Score: -3683216.250000 Penalty: 5096.356934
	Iteration 24Q: 3 clusters Score -3683216 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 27933 members 
Entering Unmasked Estep 
Score: -3683224.000000 Penalty: 5096.356934
	Iteration 25Q: 3 clusters Score -3683224 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 27944 members 
Entering Unmasked Estep 
Score: -3683220.750000 Penalty: 5096.356934
	Iteration 26Q: 3 clusters Score -3683221 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 27951 members 
Entering Unmasked Estep 
Score: -3683224.000000 Penalty: 5096.356934
	Iteration 27Q: 3 clusters Score -3683224 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 27963 members 
Entering Unmasked Estep 
Score: -3683230.000000 Penalty: 5096.356934
	Iteration 28Q: 3 clusters Score -3683230 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 27967 members 
Entering Unmasked Estep 
Score: -3683240.000000 Penalty: 5096.356934
	Iteration 29Q: 3 clusters Score -3683240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 27970 members 
Entering Unmasked Estep 
Score: -3683238.500000 Penalty: 5096.356934
	Iteration 30Q: 3 clusters Score -3683238 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 27973 members 
Entering Unmasked Estep 
Score: -3683237.500000 Penalty: 5096.356934
	Iteration 31Q: 3 clusters Score -3683238 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 27977 members 
Entering Unmasked Estep 
Score: -3683239.000000 Penalty: 5096.356934
	Iteration 32Q: 3 clusters Score -3683239 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 27979 members 
Entering Unmasked Estep 
Score: -3683234.250000 Penalty: 5096.356934
	Iteration 33Q: 3 clusters Score -3683234 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 27982 members 
Entering Unmasked Estep 
Score: -3683234.500000 Penalty: 5096.356934
	Iteration 34Q: 3 clusters Score -3683234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 27983 members 
Entering Unmasked Estep 
Score: -3683234.750000 Penalty: 5096.356934
	Iteration 35Q: 3 clusters Score -3683235 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 27983 members 
Entering Unmasked Estep 
Score: -3683234.750000 Penalty: 5096.356934
	Iteration 36F: 3 clusters Score -3683235 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (27126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27126 members 
Entering Unmasked Estep 
Score: -3021658.500000 Penalty: 2531.645508
	Iteration 0F: 2 clusters Score -3021658 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13539 members 
Mstep: Class 2 contains 13587 members 
Entering Unmasked Estep 
Score: -3003148.250000 Penalty: 5063.291016
	Iteration 0F: 3 clusters Score -3003148 nChanged 12279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13738 members 
Mstep: Class 2 contains 13388 members 
Entering Unmasked Estep 
Score: -3012377.000000 Penalty: 5063.291016
	Iteration 1F: 3 clusters Score -3012377 nChanged 3171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14271 members 
Mstep: Class 2 contains 12855 members 
Entering Unmasked Estep 
Score: -3017313.750000 Penalty: 5063.291016
	Iteration 2F: 3 clusters Score -3017314 nChanged 3159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14634 members 
Mstep: Class 2 contains 12492 members 
Entering Unmasked Estep 
Score: -3021759.500000 Penalty: 5063.291016
	Iteration 3F: 3 clusters Score -3021760 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14413 members 
Mstep: Class 2 contains 12713 members 
Entering Unmasked Estep 
Score: -3024530.000000 Penalty: 5063.291016
	Iteration 4F: 3 clusters Score -3024530 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13862 members 
Mstep: Class 2 contains 13264 members 
Entering Unmasked Estep 
Score: -3026247.000000 Penalty: 5063.291016
	Iteration 5F: 3 clusters Score -3026247 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13135 members 
Mstep: Class 2 contains 13991 members 
Entering Unmasked Estep 
Score: -3027510.500000 Penalty: 5063.291016
	Iteration 6Q: 3 clusters Score -3027510 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12327 members 
Mstep: Class 2 contains 14799 members 
Entering Unmasked Estep 
Score: -3028543.250000 Penalty: 5063.291016
	Iteration 7Q: 3 clusters Score -3028543 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11462 members 
Mstep: Class 2 contains 15664 members 
Entering Unmasked Estep 
Score: -3029613.750000 Penalty: 5063.291016
	Iteration 8Q: 3 clusters Score -3029614 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10588 members 
Mstep: Class 2 contains 16538 members 
Entering Unmasked Estep 
Score: -3030626.750000 Penalty: 5063.291016
	Iteration 9Q: 3 clusters Score -3030627 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9738 members 
Mstep: Class 2 contains 17388 members 
Entering Unmasked Estep 
Score: -3031392.250000 Penalty: 5063.291016
	Iteration 10Q: 3 clusters Score -3031392 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 18208 members 
Entering Unmasked Estep 
Score: -3032014.250000 Penalty: 5063.291016
	Iteration 11Q: 3 clusters Score -3032014 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 19007 members 
Entering Unmasked Estep 
Score: -3032615.000000 Penalty: 5063.291016
	Iteration 12Q: 3 clusters Score -3032615 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 19768 members 
Entering Unmasked Estep 
Score: -3033222.500000 Penalty: 5063.291016
	Iteration 13Q: 3 clusters Score -3033222 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 20458 members 
Entering Unmasked Estep 
Score: -3033813.000000 Penalty: 5063.291016
	Iteration 14Q: 3 clusters Score -3033813 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 21074 members 
Entering Unmasked Estep 
Score: -3034431.000000 Penalty: 5063.291016
	Iteration 15Q: 3 clusters Score -3034431 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 21589 members 
Entering Unmasked Estep 
Score: -3035015.750000 Penalty: 5063.291016
	Iteration 16Q: 3 clusters Score -3035016 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 22020 members 
Entering Unmasked Estep 
Score: -3035530.750000 Penalty: 5063.291016
	Iteration 17Q: 3 clusters Score -3035531 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 22362 members 
Entering Unmasked Estep 
Score: -3035968.750000 Penalty: 5063.291016
	Iteration 18Q: 3 clusters Score -3035969 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 22642 members 
Entering Unmasked Estep 
Score: -3036464.750000 Penalty: 5063.291016
	Iteration 19Q: 3 clusters Score -3036465 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 22863 members 
Entering Unmasked Estep 
Score: -3036800.250000 Penalty: 5063.291016
	Iteration 20F: 3 clusters Score -3036800 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 22990 members 
Entering Unmasked Estep 
Score: -3036901.750000 Penalty: 5063.291016
	Iteration 21Q: 3 clusters Score -3036902 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 23066 members 
Entering Unmasked Estep 
Score: -3036943.500000 Penalty: 5063.291016
	Iteration 22Q: 3 clusters Score -3036944 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 23112 members 
Entering Unmasked Estep 
Score: -3036951.250000 Penalty: 5063.291016
	Iteration 23Q: 3 clusters Score -3036951 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 23148 members 
Entering Unmasked Estep 
Score: -3036966.250000 Penalty: 5063.291016
	Iteration 24Q: 3 clusters Score -3036966 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 23168 members 
Entering Unmasked Estep 
Score: -3036970.750000 Penalty: 5063.291016
	Iteration 25Q: 3 clusters Score -3036971 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 23177 members 
Entering Unmasked Estep 
Score: -3036968.500000 Penalty: 5063.291016
	Iteration 26Q: 3 clusters Score -3036968 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 23184 members 
Entering Unmasked Estep 
Score: -3036968.500000 Penalty: 5063.291016
	Iteration 27Q: 3 clusters Score -3036968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 23186 members 
Entering Unmasked Estep 
Score: -3036966.750000 Penalty: 5063.291016
	Iteration 28Q: 3 clusters Score -3036967 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 23187 members 
Entering Unmasked Estep 
Score: -3036969.250000 Penalty: 5063.291016
	Iteration 29Q: 3 clusters Score -3036969 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 23191 members 
Entering Unmasked Estep 
Score: -3036969.500000 Penalty: 5063.291016
	Iteration 30Q: 3 clusters Score -3036970 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 23194 members 
Entering Unmasked Estep 
Score: -3036970.750000 Penalty: 5063.291016
	Iteration 31Q: 3 clusters Score -3036971 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 23196 members 
Entering Unmasked Estep 
Score: -3036969.250000 Penalty: 5063.291016
	Iteration 32Q: 3 clusters Score -3036969 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 23196 members 
Entering Unmasked Estep 
Score: -3036969.250000 Penalty: 5063.291016
	Iteration 33F: 3 clusters Score -3036969 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 14419 members 
Mstep: Class 3 contains 27591 members 
Mstep: Class 4 contains 45254 members 
Mstep: Class 5 contains 22374 members 
Mstep: Class 6 contains 16336 members 
Mstep: Class 7 contains 8596 members 
Mstep: Class 8 contains 35076 members 
Mstep: Class 9 contains 28996 members 
Mstep: Class 10 contains 13560 members 
Mstep: Class 11 contains 3930 members 
Mstep: Class 12 contains 278795 members 
Mstep: Class 13 contains 18989 members 
Mstep: Class 14 contains 93160 members 
Mstep: Class 15 contains 183378 members 
Mstep: Class 16 contains 3720 members 
Mstep: Class 17 contains 55451 members 
Mstep: Class 18 contains 19119 members 
Mstep: Class 19 contains 188198 members 
Mstep: Class 20 contains 64342 members 
Mstep: Class 21 contains 19345 members 
Mstep: Class 22 contains 3028 members 
Mstep: Class 23 contains 8833 members 
Mstep: Class 24 contains 4170 members 
Mstep: Class 25 contains 23196 members 
Entering Unmasked Estep 
Score: -147155424.000000 Penalty: 86725.546875
Splitting cluster 11 changes total score from -146981792.000000 to -147155424.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 12 (278795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278795 members 
Entering Unmasked Estep 
Score: -35830840.000000 Penalty: 3109.481445
	Iteration 0F: 2 clusters Score -3.583084e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139008 members 
Mstep: Class 2 contains 139787 members 
Entering Unmasked Estep 
Score: -35699940.000000 Penalty: 6218.962891
	Iteration 0F: 3 clusters Score -3.569994e+07 nChanged 134932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130618 members 
Mstep: Class 2 contains 148177 members 
Entering Unmasked Estep 
Score: -35780300.000000 Penalty: 6218.962891
	Iteration 1F: 3 clusters Score -3.57803e+07 nChanged 8661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125583 members 
Mstep: Class 2 contains 153212 members 
Entering Unmasked Estep 
Score: -35782528.000000 Penalty: 6218.962891
	Iteration 2Q: 3 clusters Score -3.578253e+07 nChanged 11013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117716 members 
Mstep: Class 2 contains 161079 members 
Entering Unmasked Estep 
Score: -35786516.000000 Penalty: 6218.962891
	Iteration 3Q: 3 clusters Score -3.578652e+07 nChanged 14656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106048 members 
Mstep: Class 2 contains 172747 members 
Entering Unmasked Estep 
Score: -35794268.000000 Penalty: 6218.962891
	Iteration 4F: 3 clusters Score -3.579427e+07 nChanged 18662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90124 members 
Mstep: Class 2 contains 188671 members 
Entering Unmasked Estep 
Score: -35805592.000000 Penalty: 6218.962891
	Iteration 5F: 3 clusters Score -3.580559e+07 nChanged 21579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70911 members 
Mstep: Class 2 contains 207884 members 
Entering Unmasked Estep 
Score: -35814600.000000 Penalty: 6218.962891
	Iteration 6F: 3 clusters Score -3.58146e+07 nChanged 20487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52392 members 
Mstep: Class 2 contains 226403 members 
Entering Unmasked Estep 
Score: -35818720.000000 Penalty: 6218.962891
	Iteration 7F: 3 clusters Score -3.581872e+07 nChanged 15970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37640 members 
Mstep: Class 2 contains 241155 members 
Entering Unmasked Estep 
Score: -35820588.000000 Penalty: 6218.962891
	Iteration 8F: 3 clusters Score -3.582059e+07 nChanged 11244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27016 members 
Mstep: Class 2 contains 251779 members 
Entering Unmasked Estep 
Score: -35822032.000000 Penalty: 6218.962891
	Iteration 9Q: 3 clusters Score -3.582203e+07 nChanged 7637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19845 members 
Mstep: Class 2 contains 258950 members 
Entering Unmasked Estep 
Score: -35823356.000000 Penalty: 6218.962891
	Iteration 10Q: 3 clusters Score -3.582336e+07 nChanged 4987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15202 members 
Mstep: Class 2 contains 263593 members 
Entering Unmasked Estep 
Score: -35824228.000000 Penalty: 6218.962891
	Iteration 11Q: 3 clusters Score -3.582423e+07 nChanged 3409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12109 members 
Mstep: Class 2 contains 266686 members 
Entering Unmasked Estep 
Score: -35824876.000000 Penalty: 6218.962891
	Iteration 12Q: 3 clusters Score -3.582488e+07 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9896 members 
Mstep: Class 2 contains 268899 members 
Entering Unmasked Estep 
Score: -35825752.000000 Penalty: 6218.962891
	Iteration 13Q: 3 clusters Score -3.582575e+07 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 270462 members 
Entering Unmasked Estep 
Score: -35826184.000000 Penalty: 6218.962891
	Iteration 14Q: 3 clusters Score -3.582618e+07 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 271617 members 
Entering Unmasked Estep 
Score: -35826532.000000 Penalty: 6218.962891
	Iteration 15Q: 3 clusters Score -3.582653e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 272536 members 
Entering Unmasked Estep 
Score: -35826744.000000 Penalty: 6218.962891
	Iteration 16Q: 3 clusters Score -3.582674e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 273283 members 
Entering Unmasked Estep 
Score: -35826996.000000 Penalty: 6218.962891
	Iteration 17Q: 3 clusters Score -3.5827e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 273878 members 
Entering Unmasked Estep 
Score: -35827160.000000 Penalty: 6218.962891
	Iteration 18Q: 3 clusters Score -3.582716e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 274383 members 
Entering Unmasked Estep 
Score: -35827316.000000 Penalty: 6218.962891
	Iteration 19Q: 3 clusters Score -3.582732e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 274761 members 
Entering Unmasked Estep 
Score: -35827444.000000 Penalty: 6218.962891
	Iteration 20F: 3 clusters Score -3.582744e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 275073 members 
Entering Unmasked Estep 
Score: -35827560.000000 Penalty: 6218.962891
	Iteration 21Q: 3 clusters Score -3.582756e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 275313 members 
Entering Unmasked Estep 
Score: -35827768.000000 Penalty: 6218.962891
	Iteration 22Q: 3 clusters Score -3.582777e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 275516 members 
Entering Unmasked Estep 
Score: -35827884.000000 Penalty: 6218.962891
	Iteration 23Q: 3 clusters Score -3.582788e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 275704 members 
Entering Unmasked Estep 
Score: -35828024.000000 Penalty: 6218.962891
	Iteration 24Q: 3 clusters Score -3.582802e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 275861 members 
Entering Unmasked Estep 
Score: -35828152.000000 Penalty: 6218.962891
	Iteration 25Q: 3 clusters Score -3.582815e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 275991 members 
Entering Unmasked Estep 
Score: -35828184.000000 Penalty: 6218.962891
	Iteration 26Q: 3 clusters Score -3.582818e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 276095 members 
Entering Unmasked Estep 
Score: -35828240.000000 Penalty: 6218.962891
	Iteration 27Q: 3 clusters Score -3.582824e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 276195 members 
Entering Unmasked Estep 
Score: -35828280.000000 Penalty: 6218.962891
	Iteration 28Q: 3 clusters Score -3.582828e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 276277 members 
Entering Unmasked Estep 
Score: -35828320.000000 Penalty: 6218.962891
	Iteration 29Q: 3 clusters Score -3.582832e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 276342 members 
Entering Unmasked Estep 
Score: -35828360.000000 Penalty: 6218.962891
	Iteration 30Q: 3 clusters Score -3.582836e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 276387 members 
Entering Unmasked Estep 
Score: -35828448.000000 Penalty: 6218.962891
	Iteration 31Q: 3 clusters Score -3.582845e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 276428 members 
Entering Unmasked Estep 
Score: -35828520.000000 Penalty: 6218.962891
	Iteration 32Q: 3 clusters Score -3.582852e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 276451 members 
Entering Unmasked Estep 
Score: -35828580.000000 Penalty: 6218.962891
	Iteration 33Q: 3 clusters Score -3.582858e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 276465 members 
Entering Unmasked Estep 
Score: -35828660.000000 Penalty: 6218.962891
	Iteration 34Q: 3 clusters Score -3.582866e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 276480 members 
Entering Unmasked Estep 
Score: -35828700.000000 Penalty: 6218.962891
	Iteration 35Q: 3 clusters Score -3.58287e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 276495 members 
Entering Unmasked Estep 
Score: -35828720.000000 Penalty: 6218.962891
	Iteration 36Q: 3 clusters Score -3.582872e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 276522 members 
Entering Unmasked Estep 
Score: -35828732.000000 Penalty: 6218.962891
	Iteration 37Q: 3 clusters Score -3.582873e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 276539 members 
Entering Unmasked Estep 
Score: -35828768.000000 Penalty: 6218.962891
	Iteration 38Q: 3 clusters Score -3.582877e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 276563 members 
Entering Unmasked Estep 
Score: -35828780.000000 Penalty: 6218.962891
	Iteration 39Q: 3 clusters Score -3.582878e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 276583 members 
Entering Unmasked Estep 
Score: -35828780.000000 Penalty: 6218.962891
	Iteration 40F: 3 clusters Score -3.582878e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 276588 members 
Entering Unmasked Estep 
Score: -35828796.000000 Penalty: 6218.962891
	Iteration 41Q: 3 clusters Score -3.58288e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 276599 members 
Entering Unmasked Estep 
Score: -35828808.000000 Penalty: 6218.962891
	Iteration 42Q: 3 clusters Score -3.582881e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 276620 members 
Entering Unmasked Estep 
Score: -35828824.000000 Penalty: 6218.962891
	Iteration 43Q: 3 clusters Score -3.582882e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 276627 members 
Entering Unmasked Estep 
Score: -35828812.000000 Penalty: 6218.962891
	Iteration 44Q: 3 clusters Score -3.582881e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 276627 members 
Entering Unmasked Estep 
Score: -35828808.000000 Penalty: 6218.962891
	Iteration 45Q: 3 clusters Score -3.582881e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 276636 members 
Entering Unmasked Estep 
Score: -35828844.000000 Penalty: 6218.962891
	Iteration 46Q: 3 clusters Score -3.582884e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 276647 members 
Entering Unmasked Estep 
Score: -35828832.000000 Penalty: 6218.962891
	Iteration 47Q: 3 clusters Score -3.582883e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 276661 members 
Entering Unmasked Estep 
Score: -35828800.000000 Penalty: 6218.962891
	Iteration 48Q: 3 clusters Score -3.58288e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 276675 members 
Entering Unmasked Estep 
Score: -35828788.000000 Penalty: 6218.962891
	Iteration 49Q: 3 clusters Score -3.582879e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 276685 members 
Entering Unmasked Estep 
Score: -35828824.000000 Penalty: 6218.962891
	Iteration 50Q: 3 clusters Score -3.582882e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 276703 members 
Entering Unmasked Estep 
Score: -35828796.000000 Penalty: 6218.962891
	Iteration 51Q: 3 clusters Score -3.58288e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 276713 members 
Entering Unmasked Estep 
Score: -35828824.000000 Penalty: 6218.962891
	Iteration 52Q: 3 clusters Score -3.582882e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 276722 members 
Entering Unmasked Estep 
Score: -35828832.000000 Penalty: 6218.962891
	Iteration 53Q: 3 clusters Score -3.582883e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 276732 members 
Entering Unmasked Estep 
Score: -35828860.000000 Penalty: 6218.962891
	Iteration 54Q: 3 clusters Score -3.582886e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 276735 members 
Entering Unmasked Estep 
Score: -35828864.000000 Penalty: 6218.962891
	Iteration 55Q: 3 clusters Score -3.582886e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 276731 members 
Entering Unmasked Estep 
Score: -35828864.000000 Penalty: 6218.962891
	Iteration 56Q: 3 clusters Score -3.582886e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 276728 members 
Entering Unmasked Estep 
Score: -35828904.000000 Penalty: 6218.962891
	Iteration 57Q: 3 clusters Score -3.58289e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 276725 members 
Entering Unmasked Estep 
Score: -35828928.000000 Penalty: 6218.962891
	Iteration 58Q: 3 clusters Score -3.582893e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 276728 members 
Entering Unmasked Estep 
Score: -35828944.000000 Penalty: 6218.962891
	Iteration 59Q: 3 clusters Score -3.582894e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 276727 members 
Entering Unmasked Estep 
Score: -35828940.000000 Penalty: 6218.962891
	Iteration 60F: 3 clusters Score -3.582894e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 276724 members 
Entering Unmasked Estep 
Score: -35828936.000000 Penalty: 6218.962891
	Iteration 61Q: 3 clusters Score -3.582894e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 276726 members 
Entering Unmasked Estep 
Score: -35828900.000000 Penalty: 6218.962891
	Iteration 62Q: 3 clusters Score -3.58289e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 276726 members 
Entering Unmasked Estep 
Score: -35828912.000000 Penalty: 6218.962891
	Iteration 63Q: 3 clusters Score -3.582891e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 276725 members 
Entering Unmasked Estep 
Score: -35828936.000000 Penalty: 6218.962891
	Iteration 64Q: 3 clusters Score -3.582894e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 276726 members 
Entering Unmasked Estep 
Score: -35828932.000000 Penalty: 6218.962891
	Iteration 65Q: 3 clusters Score -3.582893e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 276730 members 
Entering Unmasked Estep 
Score: -35828956.000000 Penalty: 6218.962891
	Iteration 66Q: 3 clusters Score -3.582896e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 276734 members 
Entering Unmasked Estep 
Score: -35828948.000000 Penalty: 6218.962891
	Iteration 67Q: 3 clusters Score -3.582895e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 276735 members 
Entering Unmasked Estep 
Score: -35828972.000000 Penalty: 6218.962891
	Iteration 68Q: 3 clusters Score -3.582897e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 276735 members 
Entering Unmasked Estep 
Score: -35828972.000000 Penalty: 6218.962891
	Iteration 69Q: 3 clusters Score -3.582897e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 276739 members 
Entering Unmasked Estep 
Score: -35828980.000000 Penalty: 6218.962891
	Iteration 70Q: 3 clusters Score -3.582898e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 276744 members 
Entering Unmasked Estep 
Score: -35828984.000000 Penalty: 6218.962891
	Iteration 71Q: 3 clusters Score -3.582898e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 276747 members 
Entering Unmasked Estep 
Score: -35829008.000000 Penalty: 6218.962891
	Iteration 72Q: 3 clusters Score -3.582901e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 276749 members 
Entering Unmasked Estep 
Score: -35828992.000000 Penalty: 6218.962891
	Iteration 73Q: 3 clusters Score -3.582899e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 276750 members 
Entering Unmasked Estep 
Score: -35829004.000000 Penalty: 6218.962891
	Iteration 74Q: 3 clusters Score -3.5829e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 276752 members 
Entering Unmasked Estep 
Score: -35829008.000000 Penalty: 6218.962891
	Iteration 75Q: 3 clusters Score -3.582901e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 276750 members 
Entering Unmasked Estep 
Score: -35828992.000000 Penalty: 6218.962891
	Iteration 76Q: 3 clusters Score -3.582899e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 276750 members 
Entering Unmasked Estep 
Score: -35828976.000000 Penalty: 6218.962891
	Iteration 77Q: 3 clusters Score -3.582898e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 276753 members 
Entering Unmasked Estep 
Score: -35828976.000000 Penalty: 6218.962891
	Iteration 78Q: 3 clusters Score -3.582898e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 276753 members 
Entering Unmasked Estep 
Score: -35828976.000000 Penalty: 6218.962891
	Iteration 79Q: 3 clusters Score -3.582898e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 276754 members 
Entering Unmasked Estep 
Score: -35828992.000000 Penalty: 6218.962891
	Iteration 80F: 3 clusters Score -3.582899e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (18989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18989 members 
Entering Unmasked Estep 
Score: -2290491.000000 Penalty: 2443.200439
	Iteration 0F: 2 clusters Score -2290491 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
Score: -2277070.000000 Penalty: 4886.400879
	Iteration 0F: 3 clusters Score -2277070 nChanged 8357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -2281541.000000 Penalty: 4886.400879
	Iteration 1F: 3 clusters Score -2281541 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 9417 members 
Entering Unmasked Estep 
Score: -2282042.500000 Penalty: 4886.400879
	Iteration 2F: 3 clusters Score -2282042 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9639 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -2282459.000000 Penalty: 4886.400879
	Iteration 3F: 3 clusters Score -2282459 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -2282842.750000 Penalty: 4886.400879
	Iteration 4Q: 3 clusters Score -2282843 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -2283249.500000 Penalty: 4886.400879
	Iteration 5Q: 3 clusters Score -2283250 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10079 members 
Mstep: Class 2 contains 8910 members 
Entering Unmasked Estep 
Score: -2283720.250000 Penalty: 4886.400879
	Iteration 6Q: 3 clusters Score -2283720 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10291 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -2284305.500000 Penalty: 4886.400879
	Iteration 7Q: 3 clusters Score -2284306 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10500 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -2285005.500000 Penalty: 4886.400879
	Iteration 8F: 3 clusters Score -2285006 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10678 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -2285802.250000 Penalty: 4886.400879
	Iteration 9F: 3 clusters Score -2285802 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10798 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -2286680.500000 Penalty: 4886.400879
	Iteration 10F: 3 clusters Score -2286680 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10889 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -2287407.750000 Penalty: 4886.400879
	Iteration 11Q: 3 clusters Score -2287408 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -2288002.750000 Penalty: 4886.400879
	Iteration 12Q: 3 clusters Score -2288003 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11042 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -2288411.000000 Penalty: 4886.400879
	Iteration 13Q: 3 clusters Score -2288411 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11118 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -2288627.500000 Penalty: 4886.400879
	Iteration 14Q: 3 clusters Score -2288628 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -2288760.500000 Penalty: 4886.400879
	Iteration 15Q: 3 clusters Score -2288760 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11269 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -2288812.750000 Penalty: 4886.400879
	Iteration 16Q: 3 clusters Score -2288813 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11326 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -2288854.500000 Penalty: 4886.400879
	Iteration 17Q: 3 clusters Score -2288854 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11381 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -2288875.250000 Penalty: 4886.400879
	Iteration 18Q: 3 clusters Score -2288875 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11429 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -2288892.750000 Penalty: 4886.400879
	Iteration 19Q: 3 clusters Score -2288893 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11470 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -2288906.250000 Penalty: 4886.400879
	Iteration 20F: 3 clusters Score -2288906 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11499 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -2288905.250000 Penalty: 4886.400879
	Iteration 21Q: 3 clusters Score -2288905 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11521 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -2288916.000000 Penalty: 4886.400879
	Iteration 22Q: 3 clusters Score -2288916 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11544 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -2288917.750000 Penalty: 4886.400879
	Iteration 23Q: 3 clusters Score -2288918 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -2288922.500000 Penalty: 4886.400879
	Iteration 24Q: 3 clusters Score -2288922 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11585 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -2288921.750000 Penalty: 4886.400879
	Iteration 25Q: 3 clusters Score -2288922 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11599 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -2288921.750000 Penalty: 4886.400879
	Iteration 26Q: 3 clusters Score -2288922 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11611 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -2288927.750000 Penalty: 4886.400879
	Iteration 27Q: 3 clusters Score -2288928 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11618 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -2288925.000000 Penalty: 4886.400879
	Iteration 28Q: 3 clusters Score -2288925 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11624 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -2288921.750000 Penalty: 4886.400879
	Iteration 29Q: 3 clusters Score -2288922 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11627 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -2288923.000000 Penalty: 4886.400879
	Iteration 30Q: 3 clusters Score -2288923 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11632 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -2288924.250000 Penalty: 4886.400879
	Iteration 31Q: 3 clusters Score -2288924 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11634 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -2288921.250000 Penalty: 4886.400879
	Iteration 32Q: 3 clusters Score -2288921 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11635 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -2288921.000000 Penalty: 4886.400879
	Iteration 33Q: 3 clusters Score -2288921 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11641 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -2288924.250000 Penalty: 4886.400879
	Iteration 34Q: 3 clusters Score -2288924 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11645 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -2288928.250000 Penalty: 4886.400879
	Iteration 35Q: 3 clusters Score -2288928 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11648 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -2288924.250000 Penalty: 4886.400879
	Iteration 36Q: 3 clusters Score -2288924 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11649 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -2288927.500000 Penalty: 4886.400879
	Iteration 37Q: 3 clusters Score -2288928 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11651 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -2288928.500000 Penalty: 4886.400879
	Iteration 38Q: 3 clusters Score -2288928 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11652 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -2288928.500000 Penalty: 4886.400879
	Iteration 39Q: 3 clusters Score -2288928 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11655 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -2288929.500000 Penalty: 4886.400879
	Iteration 40F: 3 clusters Score -2288930 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11660 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -2288928.500000 Penalty: 4886.400879
	Iteration 41Q: 3 clusters Score -2288928 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11662 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -2288924.750000 Penalty: 4886.400879
	Iteration 42Q: 3 clusters Score -2288925 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11664 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -2288928.000000 Penalty: 4886.400879
	Iteration 43Q: 3 clusters Score -2288928 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11667 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -2288926.250000 Penalty: 4886.400879
	Iteration 44Q: 3 clusters Score -2288926 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11671 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -2288928.750000 Penalty: 4886.400879
	Iteration 45Q: 3 clusters Score -2288929 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11675 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -2288929.750000 Penalty: 4886.400879
	Iteration 46Q: 3 clusters Score -2288930 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11681 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -2288931.250000 Penalty: 4886.400879
	Iteration 47Q: 3 clusters Score -2288931 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11683 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -2288929.750000 Penalty: 4886.400879
	Iteration 48Q: 3 clusters Score -2288930 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11688 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -2288932.500000 Penalty: 4886.400879
	Iteration 49Q: 3 clusters Score -2288932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11689 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -2288932.250000 Penalty: 4886.400879
	Iteration 50Q: 3 clusters Score -2288932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11691 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -2288934.500000 Penalty: 4886.400879
	Iteration 51Q: 3 clusters Score -2288934 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11694 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -2288934.750000 Penalty: 4886.400879
	Iteration 52Q: 3 clusters Score -2288935 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11701 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -2288932.250000 Penalty: 4886.400879
	Iteration 53Q: 3 clusters Score -2288932 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11706 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -2288932.750000 Penalty: 4886.400879
	Iteration 54Q: 3 clusters Score -2288933 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11711 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -2288934.750000 Penalty: 4886.400879
	Iteration 55Q: 3 clusters Score -2288935 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11717 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -2288939.000000 Penalty: 4886.400879
	Iteration 56Q: 3 clusters Score -2288939 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11722 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -2288936.000000 Penalty: 4886.400879
	Iteration 57Q: 3 clusters Score -2288936 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11723 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -2288934.500000 Penalty: 4886.400879
	Iteration 58Q: 3 clusters Score -2288934 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11723 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -2288934.500000 Penalty: 4886.400879
	Iteration 59F: 3 clusters Score -2288934 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (93160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93160 members 
Entering Unmasked Estep 
Score: -11659028.000000 Penalty: 2837.634277
	Iteration 0F: 2 clusters Score -1.165903e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46611 members 
Mstep: Class 2 contains 46549 members 
Entering Unmasked Estep 
Score: -11596649.000000 Penalty: 5675.268555
	Iteration 0F: 3 clusters Score -1.159665e+07 nChanged 44140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46333 members 
Mstep: Class 2 contains 46827 members 
Entering Unmasked Estep 
Score: -11625650.000000 Penalty: 5675.268555
	Iteration 1F: 3 clusters Score -1.162565e+07 nChanged 6734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44689 members 
Mstep: Class 2 contains 48471 members 
Entering Unmasked Estep 
Score: -11633137.000000 Penalty: 5675.268555
	Iteration 2F: 3 clusters Score -1.163314e+07 nChanged 9681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40868 members 
Mstep: Class 2 contains 52292 members 
Entering Unmasked Estep 
Score: -11644468.000000 Penalty: 5675.268555
	Iteration 3F: 3 clusters Score -1.164447e+07 nChanged 10483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36017 members 
Mstep: Class 2 contains 57143 members 
Entering Unmasked Estep 
Score: -11655363.000000 Penalty: 5675.268555
	Iteration 4F: 3 clusters Score -1.165536e+07 nChanged 8198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32339 members 
Mstep: Class 2 contains 60821 members 
Entering Unmasked Estep 
Score: -11661765.000000 Penalty: 5675.268555
	Iteration 5F: 3 clusters Score -1.166176e+07 nChanged 5138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30061 members 
Mstep: Class 2 contains 63099 members 
Entering Unmasked Estep 
Score: -11664874.000000 Penalty: 5675.268555
	Iteration 6F: 3 clusters Score -1.166487e+07 nChanged 3120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28533 members 
Mstep: Class 2 contains 64627 members 
Entering Unmasked Estep 
Score: -11666279.000000 Penalty: 5675.268555
	Iteration 7Q: 3 clusters Score -1.166628e+07 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27312 members 
Mstep: Class 2 contains 65848 members 
Entering Unmasked Estep 
Score: -11667344.000000 Penalty: 5675.268555
	Iteration 8Q: 3 clusters Score -1.166734e+07 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26256 members 
Mstep: Class 2 contains 66904 members 
Entering Unmasked Estep 
Score: -11667984.000000 Penalty: 5675.268555
	Iteration 9Q: 3 clusters Score -1.166798e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25320 members 
Mstep: Class 2 contains 67840 members 
Entering Unmasked Estep 
Score: -11668493.000000 Penalty: 5675.268555
	Iteration 10Q: 3 clusters Score -1.166849e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24399 members 
Mstep: Class 2 contains 68761 members 
Entering Unmasked Estep 
Score: -11668816.000000 Penalty: 5675.268555
	Iteration 11Q: 3 clusters Score -1.166882e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23559 members 
Mstep: Class 2 contains 69601 members 
Entering Unmasked Estep 
Score: -11669088.000000 Penalty: 5675.268555
	Iteration 12Q: 3 clusters Score -1.166909e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22715 members 
Mstep: Class 2 contains 70445 members 
Entering Unmasked Estep 
Score: -11669388.000000 Penalty: 5675.268555
	Iteration 13Q: 3 clusters Score -1.166939e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21911 members 
Mstep: Class 2 contains 71249 members 
Entering Unmasked Estep 
Score: -11669588.000000 Penalty: 5675.268555
	Iteration 14Q: 3 clusters Score -1.166959e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21175 members 
Mstep: Class 2 contains 71985 members 
Entering Unmasked Estep 
Score: -11669740.000000 Penalty: 5675.268555
	Iteration 15Q: 3 clusters Score -1.166974e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20506 members 
Mstep: Class 2 contains 72654 members 
Entering Unmasked Estep 
Score: -11669832.000000 Penalty: 5675.268555
	Iteration 16Q: 3 clusters Score -1.166983e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19899 members 
Mstep: Class 2 contains 73261 members 
Entering Unmasked Estep 
Score: -11669944.000000 Penalty: 5675.268555
	Iteration 17Q: 3 clusters Score -1.166994e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19388 members 
Mstep: Class 2 contains 73772 members 
Entering Unmasked Estep 
Score: -11670017.000000 Penalty: 5675.268555
	Iteration 18Q: 3 clusters Score -1.167002e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18953 members 
Mstep: Class 2 contains 74207 members 
Entering Unmasked Estep 
Score: -11670106.000000 Penalty: 5675.268555
	Iteration 19Q: 3 clusters Score -1.167011e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18574 members 
Mstep: Class 2 contains 74586 members 
Entering Unmasked Estep 
Score: -11670146.000000 Penalty: 5675.268555
	Iteration 20F: 3 clusters Score -1.167015e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18238 members 
Mstep: Class 2 contains 74922 members 
Entering Unmasked Estep 
Score: -11670240.000000 Penalty: 5675.268555
	Iteration 21Q: 3 clusters Score -1.167024e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17931 members 
Mstep: Class 2 contains 75229 members 
Entering Unmasked Estep 
Score: -11670288.000000 Penalty: 5675.268555
	Iteration 22Q: 3 clusters Score -1.167029e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17631 members 
Mstep: Class 2 contains 75529 members 
Entering Unmasked Estep 
Score: -11670315.000000 Penalty: 5675.268555
	Iteration 23Q: 3 clusters Score -1.167032e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17348 members 
Mstep: Class 2 contains 75812 members 
Entering Unmasked Estep 
Score: -11670332.000000 Penalty: 5675.268555
	Iteration 24Q: 3 clusters Score -1.167033e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17086 members 
Mstep: Class 2 contains 76074 members 
Entering Unmasked Estep 
Score: -11670355.000000 Penalty: 5675.268555
	Iteration 25Q: 3 clusters Score -1.167036e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16849 members 
Mstep: Class 2 contains 76311 members 
Entering Unmasked Estep 
Score: -11670363.000000 Penalty: 5675.268555
	Iteration 26Q: 3 clusters Score -1.167036e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16653 members 
Mstep: Class 2 contains 76507 members 
Entering Unmasked Estep 
Score: -11670416.000000 Penalty: 5675.268555
	Iteration 27Q: 3 clusters Score -1.167042e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16450 members 
Mstep: Class 2 contains 76710 members 
Entering Unmasked Estep 
Score: -11670408.000000 Penalty: 5675.268555
	Iteration 28Q: 3 clusters Score -1.167041e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16270 members 
Mstep: Class 2 contains 76890 members 
Entering Unmasked Estep 
Score: -11670424.000000 Penalty: 5675.268555
	Iteration 29Q: 3 clusters Score -1.167042e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16066 members 
Mstep: Class 2 contains 77094 members 
Entering Unmasked Estep 
Score: -11670421.000000 Penalty: 5675.268555
	Iteration 30Q: 3 clusters Score -1.167042e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15881 members 
Mstep: Class 2 contains 77279 members 
Entering Unmasked Estep 
Score: -11670404.000000 Penalty: 5675.268555
	Iteration 31Q: 3 clusters Score -1.16704e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15699 members 
Mstep: Class 2 contains 77461 members 
Entering Unmasked Estep 
Score: -11670439.000000 Penalty: 5675.268555
	Iteration 32Q: 3 clusters Score -1.167044e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15518 members 
Mstep: Class 2 contains 77642 members 
Entering Unmasked Estep 
Score: -11670475.000000 Penalty: 5675.268555
	Iteration 33Q: 3 clusters Score -1.167048e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15319 members 
Mstep: Class 2 contains 77841 members 
Entering Unmasked Estep 
Score: -11670492.000000 Penalty: 5675.268555
	Iteration 34Q: 3 clusters Score -1.167049e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15135 members 
Mstep: Class 2 contains 78025 members 
Entering Unmasked Estep 
Score: -11670552.000000 Penalty: 5675.268555
	Iteration 35Q: 3 clusters Score -1.167055e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14946 members 
Mstep: Class 2 contains 78214 members 
Entering Unmasked Estep 
Score: -11670556.000000 Penalty: 5675.268555
	Iteration 36Q: 3 clusters Score -1.167056e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14766 members 
Mstep: Class 2 contains 78394 members 
Entering Unmasked Estep 
Score: -11670583.000000 Penalty: 5675.268555
	Iteration 37Q: 3 clusters Score -1.167058e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14581 members 
Mstep: Class 2 contains 78579 members 
Entering Unmasked Estep 
Score: -11670632.000000 Penalty: 5675.268555
	Iteration 38Q: 3 clusters Score -1.167063e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14398 members 
Mstep: Class 2 contains 78762 members 
Entering Unmasked Estep 
Score: -11670650.000000 Penalty: 5675.268555
	Iteration 39Q: 3 clusters Score -1.167065e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14223 members 
Mstep: Class 2 contains 78937 members 
Entering Unmasked Estep 
Score: -11670693.000000 Penalty: 5675.268555
	Iteration 40F: 3 clusters Score -1.167069e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14059 members 
Mstep: Class 2 contains 79101 members 
Entering Unmasked Estep 
Score: -11670695.000000 Penalty: 5675.268555
	Iteration 41Q: 3 clusters Score -1.16707e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13897 members 
Mstep: Class 2 contains 79263 members 
Entering Unmasked Estep 
Score: -11670735.000000 Penalty: 5675.268555
	Iteration 42Q: 3 clusters Score -1.167074e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13713 members 
Mstep: Class 2 contains 79447 members 
Entering Unmasked Estep 
Score: -11670771.000000 Penalty: 5675.268555
	Iteration 43Q: 3 clusters Score -1.167077e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13541 members 
Mstep: Class 2 contains 79619 members 
Entering Unmasked Estep 
Score: -11670778.000000 Penalty: 5675.268555
	Iteration 44Q: 3 clusters Score -1.167078e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13365 members 
Mstep: Class 2 contains 79795 members 
Entering Unmasked Estep 
Score: -11670791.000000 Penalty: 5675.268555
	Iteration 45Q: 3 clusters Score -1.167079e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13215 members 
Mstep: Class 2 contains 79945 members 
Entering Unmasked Estep 
Score: -11670810.000000 Penalty: 5675.268555
	Iteration 46Q: 3 clusters Score -1.167081e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13082 members 
Mstep: Class 2 contains 80078 members 
Entering Unmasked Estep 
Score: -11670816.000000 Penalty: 5675.268555
	Iteration 47Q: 3 clusters Score -1.167082e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12927 members 
Mstep: Class 2 contains 80233 members 
Entering Unmasked Estep 
Score: -11670887.000000 Penalty: 5675.268555
	Iteration 48Q: 3 clusters Score -1.167089e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12742 members 
Mstep: Class 2 contains 80418 members 
Entering Unmasked Estep 
Score: -11670894.000000 Penalty: 5675.268555
	Iteration 49Q: 3 clusters Score -1.167089e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12540 members 
Mstep: Class 2 contains 80620 members 
Entering Unmasked Estep 
Score: -11670943.000000 Penalty: 5675.268555
	Iteration 50Q: 3 clusters Score -1.167094e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12291 members 
Mstep: Class 2 contains 80869 members 
Entering Unmasked Estep 
Score: -11671057.000000 Penalty: 5675.268555
	Iteration 51Q: 3 clusters Score -1.167106e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12006 members 
Mstep: Class 2 contains 81154 members 
Entering Unmasked Estep 
Score: -11671215.000000 Penalty: 5675.268555
	Iteration 52Q: 3 clusters Score -1.167122e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11677 members 
Mstep: Class 2 contains 81483 members 
Entering Unmasked Estep 
Score: -11671608.000000 Penalty: 5675.268555
	Iteration 53Q: 3 clusters Score -1.167161e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11311 members 
Mstep: Class 2 contains 81849 members 
Entering Unmasked Estep 
Score: -11672107.000000 Penalty: 5675.268555
	Iteration 54Q: 3 clusters Score -1.167211e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10971 members 
Mstep: Class 2 contains 82189 members 
Entering Unmasked Estep 
Score: -11672410.000000 Penalty: 5675.268555
	Iteration 55Q: 3 clusters Score -1.167241e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10694 members 
Mstep: Class 2 contains 82466 members 
Entering Unmasked Estep 
Score: -11672528.000000 Penalty: 5675.268555
	Iteration 56Q: 3 clusters Score -1.167253e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10489 members 
Mstep: Class 2 contains 82671 members 
Entering Unmasked Estep 
Score: -11672579.000000 Penalty: 5675.268555
	Iteration 57Q: 3 clusters Score -1.167258e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10344 members 
Mstep: Class 2 contains 82816 members 
Entering Unmasked Estep 
Score: -11672641.000000 Penalty: 5675.268555
	Iteration 58Q: 3 clusters Score -1.167264e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10237 members 
Mstep: Class 2 contains 82923 members 
Entering Unmasked Estep 
Score: -11672670.000000 Penalty: 5675.268555
	Iteration 59Q: 3 clusters Score -1.167267e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10173 members 
Mstep: Class 2 contains 82987 members 
Entering Unmasked Estep 
Score: -11672662.000000 Penalty: 5675.268555
	Iteration 60F: 3 clusters Score -1.167266e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 83022 members 
Entering Unmasked Estep 
Score: -11672646.000000 Penalty: 5675.268555
	Iteration 61Q: 3 clusters Score -1.167265e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10110 members 
Mstep: Class 2 contains 83050 members 
Entering Unmasked Estep 
Score: -11672655.000000 Penalty: 5675.268555
	Iteration 62Q: 3 clusters Score -1.167266e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10083 members 
Mstep: Class 2 contains 83077 members 
Entering Unmasked Estep 
Score: -11672675.000000 Penalty: 5675.268555
	Iteration 63Q: 3 clusters Score -1.167268e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10065 members 
Mstep: Class 2 contains 83095 members 
Entering Unmasked Estep 
Score: -11672663.000000 Penalty: 5675.268555
	Iteration 64Q: 3 clusters Score -1.167266e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 83109 members 
Entering Unmasked Estep 
Score: -11672667.000000 Penalty: 5675.268555
	Iteration 65Q: 3 clusters Score -1.167267e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 83118 members 
Entering Unmasked Estep 
Score: -11672671.000000 Penalty: 5675.268555
	Iteration 66Q: 3 clusters Score -1.167267e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 83128 members 
Entering Unmasked Estep 
Score: -11672657.000000 Penalty: 5675.268555
	Iteration 67Q: 3 clusters Score -1.167266e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10028 members 
Mstep: Class 2 contains 83132 members 
Entering Unmasked Estep 
Score: -11672661.000000 Penalty: 5675.268555
	Iteration 68Q: 3 clusters Score -1.167266e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 83135 members 
Entering Unmasked Estep 
Score: -11672661.000000 Penalty: 5675.268555
	Iteration 69Q: 3 clusters Score -1.167266e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 83137 members 
Entering Unmasked Estep 
Score: -11672658.000000 Penalty: 5675.268555
	Iteration 70Q: 3 clusters Score -1.167266e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10021 members 
Mstep: Class 2 contains 83139 members 
Entering Unmasked Estep 
Score: -11672654.000000 Penalty: 5675.268555
	Iteration 71Q: 3 clusters Score -1.167265e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10021 members 
Mstep: Class 2 contains 83139 members 
Entering Unmasked Estep 
Score: -11672654.000000 Penalty: 5675.268555
	Iteration 72F: 3 clusters Score -1.167265e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 14419 members 
Mstep: Class 3 contains 27591 members 
Mstep: Class 4 contains 45254 members 
Mstep: Class 5 contains 22374 members 
Mstep: Class 6 contains 16336 members 
Mstep: Class 7 contains 8596 members 
Mstep: Class 8 contains 35076 members 
Mstep: Class 9 contains 28996 members 
Mstep: Class 10 contains 13560 members 
Mstep: Class 11 contains 3930 members 
Mstep: Class 12 contains 278795 members 
Mstep: Class 13 contains 18989 members 
Mstep: Class 14 contains 10021 members 
Mstep: Class 15 contains 183378 members 
Mstep: Class 16 contains 3720 members 
Mstep: Class 17 contains 55451 members 
Mstep: Class 18 contains 19119 members 
Mstep: Class 19 contains 188198 members 
Mstep: Class 20 contains 64342 members 
Mstep: Class 21 contains 19345 members 
Mstep: Class 22 contains 3028 members 
Mstep: Class 23 contains 8833 members 
Mstep: Class 24 contains 4170 members 
Mstep: Class 25 contains 23196 members 
Mstep: Class 26 contains 83139 members 
Entering Unmasked Estep 
Score: -147168160.000000 Penalty: 90194.570312
Splitting cluster 14 changes total score from -146981792.000000 to -147168160.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 15 (183378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183378 members 
Entering Unmasked Estep 
Score: -23509330.000000 Penalty: 3005.587646
	Iteration 0F: 2 clusters Score -2.350933e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91650 members 
Mstep: Class 2 contains 91728 members 
Entering Unmasked Estep 
Score: -23387978.000000 Penalty: 6011.175293
	Iteration 0F: 3 clusters Score -2.338798e+07 nChanged 87962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93330 members 
Mstep: Class 2 contains 90048 members 
Entering Unmasked Estep 
Score: -23441444.000000 Penalty: 6011.175293
	Iteration 1F: 3 clusters Score -2.344144e+07 nChanged 7809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94925 members 
Mstep: Class 2 contains 88453 members 
Entering Unmasked Estep 
Score: -23444764.000000 Penalty: 6011.175293
	Iteration 2Q: 3 clusters Score -2.344476e+07 nChanged 8775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97440 members 
Mstep: Class 2 contains 85938 members 
Entering Unmasked Estep 
Score: -23448696.000000 Penalty: 6011.175293
	Iteration 3Q: 3 clusters Score -2.34487e+07 nChanged 9829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101169 members 
Mstep: Class 2 contains 82209 members 
Entering Unmasked Estep 
Score: -23453992.000000 Penalty: 6011.175293
	Iteration 4F: 3 clusters Score -2.345399e+07 nChanged 10957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105918 members 
Mstep: Class 2 contains 77460 members 
Entering Unmasked Estep 
Score: -23460212.000000 Penalty: 6011.175293
	Iteration 5F: 3 clusters Score -2.346021e+07 nChanged 11676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111414 members 
Mstep: Class 2 contains 71964 members 
Entering Unmasked Estep 
Score: -23467988.000000 Penalty: 6011.175293
	Iteration 6F: 3 clusters Score -2.346799e+07 nChanged 11610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116658 members 
Mstep: Class 2 contains 66720 members 
Entering Unmasked Estep 
Score: -23476670.000000 Penalty: 6011.175293
	Iteration 7F: 3 clusters Score -2.347667e+07 nChanged 10796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120798 members 
Mstep: Class 2 contains 62580 members 
Entering Unmasked Estep 
Score: -23484802.000000 Penalty: 6011.175293
	Iteration 8F: 3 clusters Score -2.34848e+07 nChanged 8998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123728 members 
Mstep: Class 2 contains 59650 members 
Entering Unmasked Estep 
Score: -23490678.000000 Penalty: 6011.175293
	Iteration 9Q: 3 clusters Score -2.349068e+07 nChanged 6282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125900 members 
Mstep: Class 2 contains 57478 members 
Entering Unmasked Estep 
Score: -23493756.000000 Penalty: 6011.175293
	Iteration 10Q: 3 clusters Score -2.349376e+07 nChanged 4315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127817 members 
Mstep: Class 2 contains 55561 members 
Entering Unmasked Estep 
Score: -23495474.000000 Penalty: 6011.175293
	Iteration 11Q: 3 clusters Score -2.349547e+07 nChanged 3459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129638 members 
Mstep: Class 2 contains 53740 members 
Entering Unmasked Estep 
Score: -23497024.000000 Penalty: 6011.175293
	Iteration 12Q: 3 clusters Score -2.349702e+07 nChanged 3155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131379 members 
Mstep: Class 2 contains 51999 members 
Entering Unmasked Estep 
Score: -23498200.000000 Penalty: 6011.175293
	Iteration 13Q: 3 clusters Score -2.34982e+07 nChanged 3015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133062 members 
Mstep: Class 2 contains 50316 members 
Entering Unmasked Estep 
Score: -23499246.000000 Penalty: 6011.175293
	Iteration 14Q: 3 clusters Score -2.349925e+07 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134657 members 
Mstep: Class 2 contains 48721 members 
Entering Unmasked Estep 
Score: -23500300.000000 Penalty: 6011.175293
	Iteration 15Q: 3 clusters Score -2.35003e+07 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136249 members 
Mstep: Class 2 contains 47129 members 
Entering Unmasked Estep 
Score: -23501204.000000 Penalty: 6011.175293
	Iteration 16Q: 3 clusters Score -2.35012e+07 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137766 members 
Mstep: Class 2 contains 45612 members 
Entering Unmasked Estep 
Score: -23502126.000000 Penalty: 6011.175293
	Iteration 17Q: 3 clusters Score -2.350213e+07 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139252 members 
Mstep: Class 2 contains 44126 members 
Entering Unmasked Estep 
Score: -23502912.000000 Penalty: 6011.175293
	Iteration 18Q: 3 clusters Score -2.350291e+07 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140596 members 
Mstep: Class 2 contains 42782 members 
Entering Unmasked Estep 
Score: -23503584.000000 Penalty: 6011.175293
	Iteration 19Q: 3 clusters Score -2.350358e+07 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141938 members 
Mstep: Class 2 contains 41440 members 
Entering Unmasked Estep 
Score: -23504224.000000 Penalty: 6011.175293
	Iteration 20F: 3 clusters Score -2.350422e+07 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143210 members 
Mstep: Class 2 contains 40168 members 
Entering Unmasked Estep 
Score: -23504694.000000 Penalty: 6011.175293
	Iteration 21Q: 3 clusters Score -2.350469e+07 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144396 members 
Mstep: Class 2 contains 38982 members 
Entering Unmasked Estep 
Score: -23505074.000000 Penalty: 6011.175293
	Iteration 22Q: 3 clusters Score -2.350507e+07 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145508 members 
Mstep: Class 2 contains 37870 members 
Entering Unmasked Estep 
Score: -23505458.000000 Penalty: 6011.175293
	Iteration 23Q: 3 clusters Score -2.350546e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146620 members 
Mstep: Class 2 contains 36758 members 
Entering Unmasked Estep 
Score: -23505750.000000 Penalty: 6011.175293
	Iteration 24Q: 3 clusters Score -2.350575e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147691 members 
Mstep: Class 2 contains 35687 members 
Entering Unmasked Estep 
Score: -23506010.000000 Penalty: 6011.175293
	Iteration 25Q: 3 clusters Score -2.350601e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148754 members 
Mstep: Class 2 contains 34624 members 
Entering Unmasked Estep 
Score: -23506184.000000 Penalty: 6011.175293
	Iteration 26Q: 3 clusters Score -2.350618e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149767 members 
Mstep: Class 2 contains 33611 members 
Entering Unmasked Estep 
Score: -23506372.000000 Penalty: 6011.175293
	Iteration 27Q: 3 clusters Score -2.350637e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150761 members 
Mstep: Class 2 contains 32617 members 
Entering Unmasked Estep 
Score: -23506494.000000 Penalty: 6011.175293
	Iteration 28Q: 3 clusters Score -2.350649e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151772 members 
Mstep: Class 2 contains 31606 members 
Entering Unmasked Estep 
Score: -23506536.000000 Penalty: 6011.175293
	Iteration 29Q: 3 clusters Score -2.350654e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152800 members 
Mstep: Class 2 contains 30578 members 
Entering Unmasked Estep 
Score: -23506730.000000 Penalty: 6011.175293
	Iteration 30Q: 3 clusters Score -2.350673e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153838 members 
Mstep: Class 2 contains 29540 members 
Entering Unmasked Estep 
Score: -23506938.000000 Penalty: 6011.175293
	Iteration 31Q: 3 clusters Score -2.350694e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154888 members 
Mstep: Class 2 contains 28490 members 
Entering Unmasked Estep 
Score: -23507178.000000 Penalty: 6011.175293
	Iteration 32Q: 3 clusters Score -2.350718e+07 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155982 members 
Mstep: Class 2 contains 27396 members 
Entering Unmasked Estep 
Score: -23507370.000000 Penalty: 6011.175293
	Iteration 33Q: 3 clusters Score -2.350737e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157083 members 
Mstep: Class 2 contains 26295 members 
Entering Unmasked Estep 
Score: -23507466.000000 Penalty: 6011.175293
	Iteration 34Q: 3 clusters Score -2.350747e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158083 members 
Mstep: Class 2 contains 25295 members 
Entering Unmasked Estep 
Score: -23507650.000000 Penalty: 6011.175293
	Iteration 35Q: 3 clusters Score -2.350765e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159112 members 
Mstep: Class 2 contains 24266 members 
Entering Unmasked Estep 
Score: -23507968.000000 Penalty: 6011.175293
	Iteration 36Q: 3 clusters Score -2.350797e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160143 members 
Mstep: Class 2 contains 23235 members 
Entering Unmasked Estep 
Score: -23508126.000000 Penalty: 6011.175293
	Iteration 37Q: 3 clusters Score -2.350813e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161153 members 
Mstep: Class 2 contains 22225 members 
Entering Unmasked Estep 
Score: -23508306.000000 Penalty: 6011.175293
	Iteration 38Q: 3 clusters Score -2.350831e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162200 members 
Mstep: Class 2 contains 21178 members 
Entering Unmasked Estep 
Score: -23508528.000000 Penalty: 6011.175293
	Iteration 39Q: 3 clusters Score -2.350853e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163270 members 
Mstep: Class 2 contains 20108 members 
Entering Unmasked Estep 
Score: -23508714.000000 Penalty: 6011.175293
	Iteration 40F: 3 clusters Score -2.350871e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164325 members 
Mstep: Class 2 contains 19053 members 
Entering Unmasked Estep 
Score: -23508910.000000 Penalty: 6011.175293
	Iteration 41Q: 3 clusters Score -2.350891e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165348 members 
Mstep: Class 2 contains 18030 members 
Entering Unmasked Estep 
Score: -23509104.000000 Penalty: 6011.175293
	Iteration 42Q: 3 clusters Score -2.35091e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166408 members 
Mstep: Class 2 contains 16970 members 
Entering Unmasked Estep 
Score: -23509322.000000 Penalty: 6011.175293
	Iteration 43Q: 3 clusters Score -2.350932e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167434 members 
Mstep: Class 2 contains 15944 members 
Entering Unmasked Estep 
Score: -23509458.000000 Penalty: 6011.175293
	Iteration 44Q: 3 clusters Score -2.350946e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168394 members 
Mstep: Class 2 contains 14984 members 
Entering Unmasked Estep 
Score: -23509758.000000 Penalty: 6011.175293
	Iteration 45Q: 3 clusters Score -2.350976e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169355 members 
Mstep: Class 2 contains 14023 members 
Entering Unmasked Estep 
Score: -23509978.000000 Penalty: 6011.175293
	Iteration 46Q: 3 clusters Score -2.350998e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170218 members 
Mstep: Class 2 contains 13160 members 
Entering Unmasked Estep 
Score: -23510232.000000 Penalty: 6011.175293
	Iteration 47Q: 3 clusters Score -2.351023e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171034 members 
Mstep: Class 2 contains 12344 members 
Entering Unmasked Estep 
Score: -23510426.000000 Penalty: 6011.175293
	Iteration 48Q: 3 clusters Score -2.351043e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171834 members 
Mstep: Class 2 contains 11544 members 
Entering Unmasked Estep 
Score: -23510608.000000 Penalty: 6011.175293
	Iteration 49Q: 3 clusters Score -2.351061e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172564 members 
Mstep: Class 2 contains 10814 members 
Entering Unmasked Estep 
Score: -23510844.000000 Penalty: 6011.175293
	Iteration 50Q: 3 clusters Score -2.351084e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173244 members 
Mstep: Class 2 contains 10134 members 
Entering Unmasked Estep 
Score: -23510966.000000 Penalty: 6011.175293
	Iteration 51Q: 3 clusters Score -2.351097e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173841 members 
Mstep: Class 2 contains 9537 members 
Entering Unmasked Estep 
Score: -23510930.000000 Penalty: 6011.175293
	Iteration 52Q: 3 clusters Score -2.351093e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174359 members 
Mstep: Class 2 contains 9019 members 
Entering Unmasked Estep 
Score: -23511150.000000 Penalty: 6011.175293
	Iteration 53Q: 3 clusters Score -2.351115e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174854 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -23511226.000000 Penalty: 6011.175293
	Iteration 54Q: 3 clusters Score -2.351123e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175300 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -23511336.000000 Penalty: 6011.175293
	Iteration 55Q: 3 clusters Score -2.351134e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175698 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -23511392.000000 Penalty: 6011.175293
	Iteration 56Q: 3 clusters Score -2.351139e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176072 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -23511476.000000 Penalty: 6011.175293
	Iteration 57Q: 3 clusters Score -2.351148e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176426 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -23511646.000000 Penalty: 6011.175293
	Iteration 58Q: 3 clusters Score -2.351165e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176760 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -23511688.000000 Penalty: 6011.175293
	Iteration 59Q: 3 clusters Score -2.351169e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177074 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -23511740.000000 Penalty: 6011.175293
	Iteration 60F: 3 clusters Score -2.351174e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177361 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -23511878.000000 Penalty: 6011.175293
	Iteration 61Q: 3 clusters Score -2.351188e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177622 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -23511932.000000 Penalty: 6011.175293
	Iteration 62Q: 3 clusters Score -2.351193e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177849 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -23511900.000000 Penalty: 6011.175293
	Iteration 63Q: 3 clusters Score -2.35119e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178066 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -23511944.000000 Penalty: 6011.175293
	Iteration 64Q: 3 clusters Score -2.351194e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178259 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -23511976.000000 Penalty: 6011.175293
	Iteration 65Q: 3 clusters Score -2.351198e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178431 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -23512014.000000 Penalty: 6011.175293
	Iteration 66Q: 3 clusters Score -2.351201e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178584 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -23512040.000000 Penalty: 6011.175293
	Iteration 67Q: 3 clusters Score -2.351204e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178731 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -23512074.000000 Penalty: 6011.175293
	Iteration 68Q: 3 clusters Score -2.351207e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178840 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -23512074.000000 Penalty: 6011.175293
	Iteration 69Q: 3 clusters Score -2.351207e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178955 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -23512040.000000 Penalty: 6011.175293
	Iteration 70Q: 3 clusters Score -2.351204e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179049 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -23512072.000000 Penalty: 6011.175293
	Iteration 71Q: 3 clusters Score -2.351207e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179127 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -23512036.000000 Penalty: 6011.175293
	Iteration 72Q: 3 clusters Score -2.351204e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179193 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -23512074.000000 Penalty: 6011.175293
	Iteration 73Q: 3 clusters Score -2.351207e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179254 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -23512092.000000 Penalty: 6011.175293
	Iteration 74Q: 3 clusters Score -2.351209e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179298 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -23512106.000000 Penalty: 6011.175293
	Iteration 75Q: 3 clusters Score -2.351211e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179337 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -23512116.000000 Penalty: 6011.175293
	Iteration 76Q: 3 clusters Score -2.351212e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179375 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -23512122.000000 Penalty: 6011.175293
	Iteration 77Q: 3 clusters Score -2.351212e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179409 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -23512114.000000 Penalty: 6011.175293
	Iteration 78Q: 3 clusters Score -2.351211e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179439 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -23512122.000000 Penalty: 6011.175293
	Iteration 79Q: 3 clusters Score -2.351212e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179482 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -23512138.000000 Penalty: 6011.175293
	Iteration 80F: 3 clusters Score -2.351214e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179531 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -23512154.000000 Penalty: 6011.175293
	Iteration 81Q: 3 clusters Score -2.351215e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179575 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -23512164.000000 Penalty: 6011.175293
	Iteration 82Q: 3 clusters Score -2.351216e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179607 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -23512196.000000 Penalty: 6011.175293
	Iteration 83Q: 3 clusters Score -2.35122e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179629 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -23512204.000000 Penalty: 6011.175293
	Iteration 84Q: 3 clusters Score -2.35122e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179648 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -23512216.000000 Penalty: 6011.175293
	Iteration 85Q: 3 clusters Score -2.351222e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179675 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -23512180.000000 Penalty: 6011.175293
	Iteration 86Q: 3 clusters Score -2.351218e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179694 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -23512190.000000 Penalty: 6011.175293
	Iteration 87Q: 3 clusters Score -2.351219e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179715 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -23512204.000000 Penalty: 6011.175293
	Iteration 88Q: 3 clusters Score -2.35122e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179738 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -23512188.000000 Penalty: 6011.175293
	Iteration 89Q: 3 clusters Score -2.351219e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179764 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -23512186.000000 Penalty: 6011.175293
	Iteration 90Q: 3 clusters Score -2.351219e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179790 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -23512192.000000 Penalty: 6011.175293
	Iteration 91Q: 3 clusters Score -2.351219e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179818 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -23512206.000000 Penalty: 6011.175293
	Iteration 92Q: 3 clusters Score -2.351221e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179844 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -23512202.000000 Penalty: 6011.175293
	Iteration 93Q: 3 clusters Score -2.35122e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179878 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -23512180.000000 Penalty: 6011.175293
	Iteration 94Q: 3 clusters Score -2.351218e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179914 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -23512198.000000 Penalty: 6011.175293
	Iteration 95Q: 3 clusters Score -2.35122e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179934 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -23512204.000000 Penalty: 6011.175293
	Iteration 96Q: 3 clusters Score -2.35122e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179946 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -23512216.000000 Penalty: 6011.175293
	Iteration 97Q: 3 clusters Score -2.351222e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179959 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -23512224.000000 Penalty: 6011.175293
	Iteration 98Q: 3 clusters Score -2.351222e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179974 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -23512232.000000 Penalty: 6011.175293
	Iteration 99Q: 3 clusters Score -2.351223e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179984 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -23512220.000000 Penalty: 6011.175293
	Iteration 100F: 3 clusters Score -2.351222e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179993 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -23512218.000000 Penalty: 6011.175293
	Iteration 101Q: 3 clusters Score -2.351222e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180001 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -23512216.000000 Penalty: 6011.175293
	Iteration 102Q: 3 clusters Score -2.351222e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180015 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -23512226.000000 Penalty: 6011.175293
	Iteration 103Q: 3 clusters Score -2.351223e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180029 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -23512218.000000 Penalty: 6011.175293
	Iteration 104Q: 3 clusters Score -2.351222e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180040 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -23512234.000000 Penalty: 6011.175293
	Iteration 105Q: 3 clusters Score -2.351223e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180060 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -23512238.000000 Penalty: 6011.175293
	Iteration 106Q: 3 clusters Score -2.351224e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180083 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -23512254.000000 Penalty: 6011.175293
	Iteration 107Q: 3 clusters Score -2.351225e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180102 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -23512272.000000 Penalty: 6011.175293
	Iteration 108Q: 3 clusters Score -2.351227e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180121 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -23512282.000000 Penalty: 6011.175293
	Iteration 109Q: 3 clusters Score -2.351228e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180138 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -23512292.000000 Penalty: 6011.175293
	Iteration 110Q: 3 clusters Score -2.351229e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180162 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -23512280.000000 Penalty: 6011.175293
	Iteration 111Q: 3 clusters Score -2.351228e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180173 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -23512298.000000 Penalty: 6011.175293
	Iteration 112Q: 3 clusters Score -2.35123e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180183 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -23512290.000000 Penalty: 6011.175293
	Iteration 113Q: 3 clusters Score -2.351229e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180189 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -23512306.000000 Penalty: 6011.175293
	Iteration 114Q: 3 clusters Score -2.351231e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180195 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -23512298.000000 Penalty: 6011.175293
	Iteration 115Q: 3 clusters Score -2.35123e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180203 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -23512312.000000 Penalty: 6011.175293
	Iteration 116Q: 3 clusters Score -2.351231e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180206 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -23512306.000000 Penalty: 6011.175293
	Iteration 117Q: 3 clusters Score -2.351231e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180211 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -23512310.000000 Penalty: 6011.175293
	Iteration 118Q: 3 clusters Score -2.351231e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180212 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -23512314.000000 Penalty: 6011.175293
	Iteration 119Q: 3 clusters Score -2.351231e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180214 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -23512312.000000 Penalty: 6011.175293
	Iteration 120F: 3 clusters Score -2.351231e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180217 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -23512322.000000 Penalty: 6011.175293
	Iteration 121Q: 3 clusters Score -2.351232e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180216 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -23512316.000000 Penalty: 6011.175293
	Iteration 122Q: 3 clusters Score -2.351232e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180216 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -23512316.000000 Penalty: 6011.175293
	Iteration 123F: 3 clusters Score -2.351232e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 14419 members 
Mstep: Class 3 contains 27591 members 
Mstep: Class 4 contains 45254 members 
Mstep: Class 5 contains 22374 members 
Mstep: Class 6 contains 16336 members 
Mstep: Class 7 contains 8596 members 
Mstep: Class 8 contains 35076 members 
Mstep: Class 9 contains 28996 members 
Mstep: Class 10 contains 13560 members 
Mstep: Class 11 contains 3930 members 
Mstep: Class 12 contains 278795 members 
Mstep: Class 13 contains 18989 members 
Mstep: Class 14 contains 10021 members 
Mstep: Class 15 contains 180216 members 
Mstep: Class 16 contains 3720 members 
Mstep: Class 17 contains 55451 members 
Mstep: Class 18 contains 19119 members 
Mstep: Class 19 contains 188198 members 
Mstep: Class 20 contains 64342 members 
Mstep: Class 21 contains 19345 members 
Mstep: Class 22 contains 3028 members 
Mstep: Class 23 contains 8833 members 
Mstep: Class 24 contains 4170 members 
Mstep: Class 25 contains 23196 members 
Mstep: Class 26 contains 83139 members 
Mstep: Class 27 contains 3162 members 
Entering Unmasked Estep 
Score: -147170400.000000 Penalty: 93663.593750
Splitting cluster 15 changes total score from -146981792.000000 to -147170400.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 17 (55451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55451 members 
Entering Unmasked Estep 
Score: -6965370.500000 Penalty: 2708.967285
	Iteration 0F: 2 clusters Score -6965370 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27833 members 
Mstep: Class 2 contains 27618 members 
Entering Unmasked Estep 
Score: -6927996.000000 Penalty: 5417.934570
	Iteration 0F: 3 clusters Score -6927996 nChanged 25706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28837 members 
Mstep: Class 2 contains 26614 members 
Entering Unmasked Estep 
Score: -6943300.500000 Penalty: 5417.934570
	Iteration 1F: 3 clusters Score -6943300 nChanged 3194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29631 members 
Mstep: Class 2 contains 25820 members 
Entering Unmasked Estep 
Score: -6945348.500000 Penalty: 5417.934570
	Iteration 2F: 3 clusters Score -6945348 nChanged 3583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30796 members 
Mstep: Class 2 contains 24655 members 
Entering Unmasked Estep 
Score: -6947978.000000 Penalty: 5417.934570
	Iteration 3F: 3 clusters Score -6947978 nChanged 3753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32167 members 
Mstep: Class 2 contains 23284 members 
Entering Unmasked Estep 
Score: -6950856.000000 Penalty: 5417.934570
	Iteration 4F: 3 clusters Score -6950856 nChanged 3710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33347 members 
Mstep: Class 2 contains 22104 members 
Entering Unmasked Estep 
Score: -6953503.000000 Penalty: 5417.934570
	Iteration 5F: 3 clusters Score -6953503 nChanged 3423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34284 members 
Mstep: Class 2 contains 21167 members 
Entering Unmasked Estep 
Score: -6955623.500000 Penalty: 5417.934570
	Iteration 6F: 3 clusters Score -6955624 nChanged 2962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34930 members 
Mstep: Class 2 contains 20521 members 
Entering Unmasked Estep 
Score: -6957486.500000 Penalty: 5417.934570
	Iteration 7F: 3 clusters Score -6957486 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35407 members 
Mstep: Class 2 contains 20044 members 
Entering Unmasked Estep 
Score: -6958890.500000 Penalty: 5417.934570
	Iteration 8Q: 3 clusters Score -6958890 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35769 members 
Mstep: Class 2 contains 19682 members 
Entering Unmasked Estep 
Score: -6959968.000000 Penalty: 5417.934570
	Iteration 9Q: 3 clusters Score -6959968 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36077 members 
Mstep: Class 2 contains 19374 members 
Entering Unmasked Estep 
Score: -6960676.500000 Penalty: 5417.934570
	Iteration 10Q: 3 clusters Score -6960676 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36329 members 
Mstep: Class 2 contains 19122 members 
Entering Unmasked Estep 
Score: -6961149.500000 Penalty: 5417.934570
	Iteration 11Q: 3 clusters Score -6961150 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36565 members 
Mstep: Class 2 contains 18886 members 
Entering Unmasked Estep 
Score: -6961513.000000 Penalty: 5417.934570
	Iteration 12Q: 3 clusters Score -6961513 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36806 members 
Mstep: Class 2 contains 18645 members 
Entering Unmasked Estep 
Score: -6961743.500000 Penalty: 5417.934570
	Iteration 13Q: 3 clusters Score -6961744 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37014 members 
Mstep: Class 2 contains 18437 members 
Entering Unmasked Estep 
Score: -6961905.000000 Penalty: 5417.934570
	Iteration 14Q: 3 clusters Score -6961905 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37236 members 
Mstep: Class 2 contains 18215 members 
Entering Unmasked Estep 
Score: -6962058.000000 Penalty: 5417.934570
	Iteration 15Q: 3 clusters Score -6962058 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37455 members 
Mstep: Class 2 contains 17996 members 
Entering Unmasked Estep 
Score: -6962145.500000 Penalty: 5417.934570
	Iteration 16Q: 3 clusters Score -6962146 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37634 members 
Mstep: Class 2 contains 17817 members 
Entering Unmasked Estep 
Score: -6962180.500000 Penalty: 5417.934570
	Iteration 17Q: 3 clusters Score -6962180 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37794 members 
Mstep: Class 2 contains 17657 members 
Entering Unmasked Estep 
Score: -6962210.000000 Penalty: 5417.934570
	Iteration 18Q: 3 clusters Score -6962210 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37952 members 
Mstep: Class 2 contains 17499 members 
Entering Unmasked Estep 
Score: -6962235.500000 Penalty: 5417.934570
	Iteration 19Q: 3 clusters Score -6962236 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38113 members 
Mstep: Class 2 contains 17338 members 
Entering Unmasked Estep 
Score: -6962266.500000 Penalty: 5417.934570
	Iteration 20F: 3 clusters Score -6962266 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38297 members 
Mstep: Class 2 contains 17154 members 
Entering Unmasked Estep 
Score: -6962303.000000 Penalty: 5417.934570
	Iteration 21Q: 3 clusters Score -6962303 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38458 members 
Mstep: Class 2 contains 16993 members 
Entering Unmasked Estep 
Score: -6962327.000000 Penalty: 5417.934570
	Iteration 22Q: 3 clusters Score -6962327 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38627 members 
Mstep: Class 2 contains 16824 members 
Entering Unmasked Estep 
Score: -6962338.500000 Penalty: 5417.934570
	Iteration 23Q: 3 clusters Score -6962338 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38822 members 
Mstep: Class 2 contains 16629 members 
Entering Unmasked Estep 
Score: -6962362.500000 Penalty: 5417.934570
	Iteration 24Q: 3 clusters Score -6962362 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39032 members 
Mstep: Class 2 contains 16419 members 
Entering Unmasked Estep 
Score: -6962365.500000 Penalty: 5417.934570
	Iteration 25Q: 3 clusters Score -6962366 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39277 members 
Mstep: Class 2 contains 16174 members 
Entering Unmasked Estep 
Score: -6962385.000000 Penalty: 5417.934570
	Iteration 26Q: 3 clusters Score -6962385 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39525 members 
Mstep: Class 2 contains 15926 members 
Entering Unmasked Estep 
Score: -6962403.500000 Penalty: 5417.934570
	Iteration 27Q: 3 clusters Score -6962404 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39766 members 
Mstep: Class 2 contains 15685 members 
Entering Unmasked Estep 
Score: -6962440.000000 Penalty: 5417.934570
	Iteration 28Q: 3 clusters Score -6962440 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39988 members 
Mstep: Class 2 contains 15463 members 
Entering Unmasked Estep 
Score: -6962467.500000 Penalty: 5417.934570
	Iteration 29Q: 3 clusters Score -6962468 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40226 members 
Mstep: Class 2 contains 15225 members 
Entering Unmasked Estep 
Score: -6962505.000000 Penalty: 5417.934570
	Iteration 30Q: 3 clusters Score -6962505 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40461 members 
Mstep: Class 2 contains 14990 members 
Entering Unmasked Estep 
Score: -6962553.000000 Penalty: 5417.934570
	Iteration 31Q: 3 clusters Score -6962553 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40716 members 
Mstep: Class 2 contains 14735 members 
Entering Unmasked Estep 
Score: -6962611.500000 Penalty: 5417.934570
	Iteration 32Q: 3 clusters Score -6962612 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40971 members 
Mstep: Class 2 contains 14480 members 
Entering Unmasked Estep 
Score: -6962653.000000 Penalty: 5417.934570
	Iteration 33Q: 3 clusters Score -6962653 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41222 members 
Mstep: Class 2 contains 14229 members 
Entering Unmasked Estep 
Score: -6962683.500000 Penalty: 5417.934570
	Iteration 34Q: 3 clusters Score -6962684 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41474 members 
Mstep: Class 2 contains 13977 members 
Entering Unmasked Estep 
Score: -6962702.500000 Penalty: 5417.934570
	Iteration 35Q: 3 clusters Score -6962702 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41748 members 
Mstep: Class 2 contains 13703 members 
Entering Unmasked Estep 
Score: -6962714.000000 Penalty: 5417.934570
	Iteration 36Q: 3 clusters Score -6962714 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42007 members 
Mstep: Class 2 contains 13444 members 
Entering Unmasked Estep 
Score: -6962743.500000 Penalty: 5417.934570
	Iteration 37Q: 3 clusters Score -6962744 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42265 members 
Mstep: Class 2 contains 13186 members 
Entering Unmasked Estep 
Score: -6962779.000000 Penalty: 5417.934570
	Iteration 38Q: 3 clusters Score -6962779 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42531 members 
Mstep: Class 2 contains 12920 members 
Entering Unmasked Estep 
Score: -6962821.500000 Penalty: 5417.934570
	Iteration 39Q: 3 clusters Score -6962822 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42812 members 
Mstep: Class 2 contains 12639 members 
Entering Unmasked Estep 
Score: -6962846.000000 Penalty: 5417.934570
	Iteration 40F: 3 clusters Score -6962846 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43110 members 
Mstep: Class 2 contains 12341 members 
Entering Unmasked Estep 
Score: -6962864.000000 Penalty: 5417.934570
	Iteration 41Q: 3 clusters Score -6962864 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43413 members 
Mstep: Class 2 contains 12038 members 
Entering Unmasked Estep 
Score: -6962917.000000 Penalty: 5417.934570
	Iteration 42Q: 3 clusters Score -6962917 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43697 members 
Mstep: Class 2 contains 11754 members 
Entering Unmasked Estep 
Score: -6962964.500000 Penalty: 5417.934570
	Iteration 43Q: 3 clusters Score -6962964 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43980 members 
Mstep: Class 2 contains 11471 members 
Entering Unmasked Estep 
Score: -6962981.500000 Penalty: 5417.934570
	Iteration 44Q: 3 clusters Score -6962982 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44278 members 
Mstep: Class 2 contains 11173 members 
Entering Unmasked Estep 
Score: -6963016.000000 Penalty: 5417.934570
	Iteration 45Q: 3 clusters Score -6963016 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44595 members 
Mstep: Class 2 contains 10856 members 
Entering Unmasked Estep 
Score: -6963074.000000 Penalty: 5417.934570
	Iteration 46Q: 3 clusters Score -6963074 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44887 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -6963136.000000 Penalty: 5417.934570
	Iteration 47Q: 3 clusters Score -6963136 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45221 members 
Mstep: Class 2 contains 10230 members 
Entering Unmasked Estep 
Score: -6963183.500000 Penalty: 5417.934570
	Iteration 48Q: 3 clusters Score -6963184 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45594 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -6963288.000000 Penalty: 5417.934570
	Iteration 49Q: 3 clusters Score -6963288 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46023 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -6963402.500000 Penalty: 5417.934570
	Iteration 50Q: 3 clusters Score -6963402 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46433 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -6963535.500000 Penalty: 5417.934570
	Iteration 51Q: 3 clusters Score -6963536 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46852 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -6963622.000000 Penalty: 5417.934570
	Iteration 52Q: 3 clusters Score -6963622 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47269 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -6963721.000000 Penalty: 5417.934570
	Iteration 53Q: 3 clusters Score -6963721 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47720 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -6963853.000000 Penalty: 5417.934570
	Iteration 54Q: 3 clusters Score -6963853 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48189 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -6964024.000000 Penalty: 5417.934570
	Iteration 55Q: 3 clusters Score -6964024 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48661 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -6964220.000000 Penalty: 5417.934570
	Iteration 56Q: 3 clusters Score -6964220 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49144 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -6964386.500000 Penalty: 5417.934570
	Iteration 57Q: 3 clusters Score -6964386 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49578 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -6964534.000000 Penalty: 5417.934570
	Iteration 58Q: 3 clusters Score -6964534 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49995 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -6964697.500000 Penalty: 5417.934570
	Iteration 59Q: 3 clusters Score -6964698 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50337 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -6964836.000000 Penalty: 5417.934570
	Iteration 60F: 3 clusters Score -6964836 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50634 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -6964952.000000 Penalty: 5417.934570
	Iteration 61Q: 3 clusters Score -6964952 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50880 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -6965044.000000 Penalty: 5417.934570
	Iteration 62Q: 3 clusters Score -6965044 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51088 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -6965087.000000 Penalty: 5417.934570
	Iteration 63Q: 3 clusters Score -6965087 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51238 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -6965134.500000 Penalty: 5417.934570
	Iteration 64Q: 3 clusters Score -6965134 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51384 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -6965161.000000 Penalty: 5417.934570
	Iteration 65Q: 3 clusters Score -6965161 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51514 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -6965188.000000 Penalty: 5417.934570
	Iteration 66Q: 3 clusters Score -6965188 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51620 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -6965206.000000 Penalty: 5417.934570
	Iteration 67Q: 3 clusters Score -6965206 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51709 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -6965224.000000 Penalty: 5417.934570
	Iteration 68Q: 3 clusters Score -6965224 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51791 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -6965246.500000 Penalty: 5417.934570
	Iteration 69Q: 3 clusters Score -6965246 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51873 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -6965271.500000 Penalty: 5417.934570
	Iteration 70Q: 3 clusters Score -6965272 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51932 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -6965285.000000 Penalty: 5417.934570
	Iteration 71Q: 3 clusters Score -6965285 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51972 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -6965293.000000 Penalty: 5417.934570
	Iteration 72Q: 3 clusters Score -6965293 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52013 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -6965306.000000 Penalty: 5417.934570
	Iteration 73Q: 3 clusters Score -6965306 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52049 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -6965310.000000 Penalty: 5417.934570
	Iteration 74Q: 3 clusters Score -6965310 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52065 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -6965308.500000 Penalty: 5417.934570
	Iteration 75Q: 3 clusters Score -6965308 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52082 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -6965301.500000 Penalty: 5417.934570
	Iteration 76Q: 3 clusters Score -6965302 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52091 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -6965309.000000 Penalty: 5417.934570
	Iteration 77Q: 3 clusters Score -6965309 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52096 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -6965310.000000 Penalty: 5417.934570
	Iteration 78Q: 3 clusters Score -6965310 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52103 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -6965302.000000 Penalty: 5417.934570
	Iteration 79Q: 3 clusters Score -6965302 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52110 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -6965300.500000 Penalty: 5417.934570
	Iteration 80F: 3 clusters Score -6965300 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52118 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -6965294.500000 Penalty: 5417.934570
	Iteration 81Q: 3 clusters Score -6965294 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52123 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -6965295.500000 Penalty: 5417.934570
	Iteration 82Q: 3 clusters Score -6965296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52126 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -6965296.000000 Penalty: 5417.934570
	Iteration 83Q: 3 clusters Score -6965296 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52130 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -6965304.500000 Penalty: 5417.934570
	Iteration 84Q: 3 clusters Score -6965304 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52134 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -6965301.500000 Penalty: 5417.934570
	Iteration 85Q: 3 clusters Score -6965302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52136 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -6965297.000000 Penalty: 5417.934570
	Iteration 86Q: 3 clusters Score -6965297 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52139 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -6965294.000000 Penalty: 5417.934570
	Iteration 87Q: 3 clusters Score -6965294 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52142 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -6965294.500000 Penalty: 5417.934570
	Iteration 88Q: 3 clusters Score -6965294 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52144 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -6965291.000000 Penalty: 5417.934570
	Iteration 89Q: 3 clusters Score -6965291 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52145 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -6965289.000000 Penalty: 5417.934570
	Iteration 90Q: 3 clusters Score -6965289 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52147 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -6965284.000000 Penalty: 5417.934570
	Iteration 91Q: 3 clusters Score -6965284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52149 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -6965283.000000 Penalty: 5417.934570
	Iteration 92Q: 3 clusters Score -6965283 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52155 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -6965289.500000 Penalty: 5417.934570
	Iteration 93Q: 3 clusters Score -6965290 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52161 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -6965286.000000 Penalty: 5417.934570
	Iteration 94Q: 3 clusters Score -6965286 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52168 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -6965288.000000 Penalty: 5417.934570
	Iteration 95Q: 3 clusters Score -6965288 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52177 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -6965286.500000 Penalty: 5417.934570
	Iteration 96Q: 3 clusters Score -6965286 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52187 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -6965288.000000 Penalty: 5417.934570
	Iteration 97Q: 3 clusters Score -6965288 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52196 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -6965293.000000 Penalty: 5417.934570
	Iteration 98Q: 3 clusters Score -6965293 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52210 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -6965306.500000 Penalty: 5417.934570
	Iteration 99Q: 3 clusters Score -6965306 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52224 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -6965310.000000 Penalty: 5417.934570
	Iteration 100F: 3 clusters Score -6965310 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52237 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -6965311.000000 Penalty: 5417.934570
	Iteration 101Q: 3 clusters Score -6965311 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52242 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -6965310.000000 Penalty: 5417.934570
	Iteration 102Q: 3 clusters Score -6965310 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52250 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -6965307.000000 Penalty: 5417.934570
	Iteration 103Q: 3 clusters Score -6965307 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52257 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -6965305.000000 Penalty: 5417.934570
	Iteration 104Q: 3 clusters Score -6965305 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52261 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -6965305.500000 Penalty: 5417.934570
	Iteration 105Q: 3 clusters Score -6965306 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52267 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -6965308.500000 Penalty: 5417.934570
	Iteration 106Q: 3 clusters Score -6965308 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52272 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -6965304.500000 Penalty: 5417.934570
	Iteration 107Q: 3 clusters Score -6965304 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52280 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -6965310.500000 Penalty: 5417.934570
	Iteration 108Q: 3 clusters Score -6965310 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52286 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -6965321.500000 Penalty: 5417.934570
	Iteration 109Q: 3 clusters Score -6965322 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52293 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -6965324.000000 Penalty: 5417.934570
	Iteration 110Q: 3 clusters Score -6965324 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52305 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -6965317.500000 Penalty: 5417.934570
	Iteration 111Q: 3 clusters Score -6965318 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52308 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -6965315.000000 Penalty: 5417.934570
	Iteration 112Q: 3 clusters Score -6965315 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52310 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -6965316.000000 Penalty: 5417.934570
	Iteration 113Q: 3 clusters Score -6965316 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52311 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -6965313.500000 Penalty: 5417.934570
	Iteration 114Q: 3 clusters Score -6965314 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52311 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -6965313.500000 Penalty: 5417.934570
	Iteration 115F: 3 clusters Score -6965314 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (19119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19119 members 
Entering Unmasked Estep 
Score: -2339760.250000 Penalty: 2444.892578
	Iteration 0F: 2 clusters Score -2339760 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 9496 members 
Entering Unmasked Estep 
Score: -2326400.250000 Penalty: 4889.785156
	Iteration 0F: 3 clusters Score -2326400 nChanged 8325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10084 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
Score: -2331428.000000 Penalty: 4889.785156
	Iteration 1F: 3 clusters Score -2331428 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -2333060.000000 Penalty: 4889.785156
	Iteration 2F: 3 clusters Score -2333060 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10986 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -2335059.250000 Penalty: 4889.785156
	Iteration 3F: 3 clusters Score -2335059 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11397 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -2337050.500000 Penalty: 4889.785156
	Iteration 4F: 3 clusters Score -2337050 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11556 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -2339086.750000 Penalty: 4889.785156
	Iteration 5F: 3 clusters Score -2339087 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11468 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -2340705.750000 Penalty: 4889.785156
	Iteration 6F: 3 clusters Score -2340706 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11199 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -2341750.750000 Penalty: 4889.785156
	Iteration 7F: 3 clusters Score -2341751 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10897 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -2342652.750000 Penalty: 4889.785156
	Iteration 8Q: 3 clusters Score -2342653 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10647 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -2343310.500000 Penalty: 4889.785156
	Iteration 9Q: 3 clusters Score -2343310 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10512 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -2343671.000000 Penalty: 4889.785156
	Iteration 10Q: 3 clusters Score -2343671 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10410 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -2343864.250000 Penalty: 4889.785156
	Iteration 11Q: 3 clusters Score -2343864 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10293 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -2343969.500000 Penalty: 4889.785156
	Iteration 12Q: 3 clusters Score -2343970 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10153 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -2344051.750000 Penalty: 4889.785156
	Iteration 13Q: 3 clusters Score -2344052 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10001 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -2344143.250000 Penalty: 4889.785156
	Iteration 14Q: 3 clusters Score -2344143 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -2344237.500000 Penalty: 4889.785156
	Iteration 15Q: 3 clusters Score -2344238 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 9495 members 
Entering Unmasked Estep 
Score: -2344359.750000 Penalty: 4889.785156
	Iteration 16Q: 3 clusters Score -2344360 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 9736 members 
Entering Unmasked Estep 
Score: -2344533.000000 Penalty: 4889.785156
	Iteration 17Q: 3 clusters Score -2344533 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 10004 members 
Entering Unmasked Estep 
Score: -2344727.750000 Penalty: 4889.785156
	Iteration 18Q: 3 clusters Score -2344728 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 10290 members 
Entering Unmasked Estep 
Score: -2344938.000000 Penalty: 4889.785156
	Iteration 19Q: 3 clusters Score -2344938 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 10556 members 
Entering Unmasked Estep 
Score: -2345100.750000 Penalty: 4889.785156
	Iteration 20F: 3 clusters Score -2345101 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 10814 members 
Entering Unmasked Estep 
Score: -2345255.750000 Penalty: 4889.785156
	Iteration 21Q: 3 clusters Score -2345256 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 11026 members 
Entering Unmasked Estep 
Score: -2345369.750000 Penalty: 4889.785156
	Iteration 22Q: 3 clusters Score -2345370 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 11205 members 
Entering Unmasked Estep 
Score: -2345451.000000 Penalty: 4889.785156
	Iteration 23Q: 3 clusters Score -2345451 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 11379 members 
Entering Unmasked Estep 
Score: -2345528.250000 Penalty: 4889.785156
	Iteration 24Q: 3 clusters Score -2345528 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 11521 members 
Entering Unmasked Estep 
Score: -2345607.500000 Penalty: 4889.785156
	Iteration 25Q: 3 clusters Score -2345608 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 11650 members 
Entering Unmasked Estep 
Score: -2345661.250000 Penalty: 4889.785156
	Iteration 26Q: 3 clusters Score -2345661 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 11779 members 
Entering Unmasked Estep 
Score: -2345731.000000 Penalty: 4889.785156
	Iteration 27Q: 3 clusters Score -2345731 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 11884 members 
Entering Unmasked Estep 
Score: -2345786.000000 Penalty: 4889.785156
	Iteration 28Q: 3 clusters Score -2345786 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 11979 members 
Entering Unmasked Estep 
Score: -2345816.250000 Penalty: 4889.785156
	Iteration 29Q: 3 clusters Score -2345816 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 12048 members 
Entering Unmasked Estep 
Score: -2345835.250000 Penalty: 4889.785156
	Iteration 30Q: 3 clusters Score -2345835 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 12094 members 
Entering Unmasked Estep 
Score: -2345845.250000 Penalty: 4889.785156
	Iteration 31Q: 3 clusters Score -2345845 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 12134 members 
Entering Unmasked Estep 
Score: -2345855.250000 Penalty: 4889.785156
	Iteration 32Q: 3 clusters Score -2345855 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 12169 members 
Entering Unmasked Estep 
Score: -2345857.500000 Penalty: 4889.785156
	Iteration 33Q: 3 clusters Score -2345858 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 12195 members 
Entering Unmasked Estep 
Score: -2345856.750000 Penalty: 4889.785156
	Iteration 34Q: 3 clusters Score -2345857 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 12206 members 
Entering Unmasked Estep 
Score: -2345858.000000 Penalty: 4889.785156
	Iteration 35Q: 3 clusters Score -2345858 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 12214 members 
Entering Unmasked Estep 
Score: -2345858.500000 Penalty: 4889.785156
	Iteration 36Q: 3 clusters Score -2345858 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 12220 members 
Entering Unmasked Estep 
Score: -2345857.750000 Penalty: 4889.785156
	Iteration 37Q: 3 clusters Score -2345858 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 12223 members 
Entering Unmasked Estep 
Score: -2345854.750000 Penalty: 4889.785156
	Iteration 38Q: 3 clusters Score -2345855 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 12227 members 
Entering Unmasked Estep 
Score: -2345859.000000 Penalty: 4889.785156
	Iteration 39Q: 3 clusters Score -2345859 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 12228 members 
Entering Unmasked Estep 
Score: -2345856.000000 Penalty: 4889.785156
	Iteration 40F: 3 clusters Score -2345856 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 14419 members 
Mstep: Class 3 contains 27591 members 
Mstep: Class 4 contains 45254 members 
Mstep: Class 5 contains 22374 members 
Mstep: Class 6 contains 16336 members 
Mstep: Class 7 contains 8596 members 
Mstep: Class 8 contains 35076 members 
Mstep: Class 9 contains 28996 members 
Mstep: Class 10 contains 13560 members 
Mstep: Class 11 contains 3930 members 
Mstep: Class 12 contains 278795 members 
Mstep: Class 13 contains 18989 members 
Mstep: Class 14 contains 10021 members 
Mstep: Class 15 contains 180216 members 
Mstep: Class 16 contains 3720 members 
Mstep: Class 17 contains 55451 members 
Mstep: Class 18 contains 6891 members 
Mstep: Class 19 contains 188198 members 
Mstep: Class 20 contains 64342 members 
Mstep: Class 21 contains 19345 members 
Mstep: Class 22 contains 3028 members 
Mstep: Class 23 contains 8833 members 
Mstep: Class 24 contains 4170 members 
Mstep: Class 25 contains 23196 members 
Mstep: Class 26 contains 83139 members 
Mstep: Class 27 contains 3162 members 
Mstep: Class 28 contains 12228 members 
Entering Unmasked Estep 
Score: -147175984.000000 Penalty: 97132.609375
Splitting cluster 18 changes total score from -146981792.000000 to -147175984.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 19 (188198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188198 members 
Entering Unmasked Estep 
Score: -24070082.000000 Penalty: 3012.021973
	Iteration 0F: 2 clusters Score -2.407008e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94201 members 
Mstep: Class 2 contains 93997 members 
Entering Unmasked Estep 
Score: -23944418.000000 Penalty: 6024.043945
	Iteration 0F: 3 clusters Score -2.394442e+07 nChanged 90476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94195 members 
Mstep: Class 2 contains 94003 members 
Entering Unmasked Estep 
Score: -23997694.000000 Penalty: 6024.043945
	Iteration 1F: 3 clusters Score -2.399769e+07 nChanged 4838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94307 members 
Mstep: Class 2 contains 93891 members 
Entering Unmasked Estep 
Score: -23998634.000000 Penalty: 6024.043945
	Iteration 2Q: 3 clusters Score -2.399863e+07 nChanged 4986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94471 members 
Mstep: Class 2 contains 93727 members 
Entering Unmasked Estep 
Score: -23999536.000000 Penalty: 6024.043945
	Iteration 3Q: 3 clusters Score -2.399954e+07 nChanged 5143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94674 members 
Mstep: Class 2 contains 93524 members 
Entering Unmasked Estep 
Score: -24000766.000000 Penalty: 6024.043945
	Iteration 4Q: 3 clusters Score -2.400077e+07 nChanged 5710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95052 members 
Mstep: Class 2 contains 93146 members 
Entering Unmasked Estep 
Score: -24002420.000000 Penalty: 6024.043945
	Iteration 5Q: 3 clusters Score -2.400242e+07 nChanged 6437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95823 members 
Mstep: Class 2 contains 92375 members 
Entering Unmasked Estep 
Score: -24004498.000000 Penalty: 6024.043945
	Iteration 6Q: 3 clusters Score -2.40045e+07 nChanged 7478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97057 members 
Mstep: Class 2 contains 91141 members 
Entering Unmasked Estep 
Score: -24007448.000000 Penalty: 6024.043945
	Iteration 7Q: 3 clusters Score -2.400745e+07 nChanged 8790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99087 members 
Mstep: Class 2 contains 89111 members 
Entering Unmasked Estep 
Score: -24011744.000000 Penalty: 6024.043945
	Iteration 8Q: 3 clusters Score -2.401174e+07 nChanged 10251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102262 members 
Mstep: Class 2 contains 85936 members 
Entering Unmasked Estep 
Score: -24017754.000000 Penalty: 6024.043945
	Iteration 9F: 3 clusters Score -2.401775e+07 nChanged 11458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106530 members 
Mstep: Class 2 contains 81668 members 
Entering Unmasked Estep 
Score: -24025560.000000 Penalty: 6024.043945
	Iteration 10F: 3 clusters Score -2.402556e+07 nChanged 11667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111293 members 
Mstep: Class 2 contains 76905 members 
Entering Unmasked Estep 
Score: -24033284.000000 Penalty: 6024.043945
	Iteration 11F: 3 clusters Score -2.403328e+07 nChanged 10484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115249 members 
Mstep: Class 2 contains 72949 members 
Entering Unmasked Estep 
Score: -24039652.000000 Penalty: 6024.043945
	Iteration 12F: 3 clusters Score -2.403965e+07 nChanged 8329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118076 members 
Mstep: Class 2 contains 70122 members 
Entering Unmasked Estep 
Score: -24043876.000000 Penalty: 6024.043945
	Iteration 13Q: 3 clusters Score -2.404388e+07 nChanged 5905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120247 members 
Mstep: Class 2 contains 67951 members 
Entering Unmasked Estep 
Score: -24046140.000000 Penalty: 6024.043945
	Iteration 14Q: 3 clusters Score -2.404614e+07 nChanged 3972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122013 members 
Mstep: Class 2 contains 66185 members 
Entering Unmasked Estep 
Score: -24047022.000000 Penalty: 6024.043945
	Iteration 15Q: 3 clusters Score -2.404702e+07 nChanged 3023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123708 members 
Mstep: Class 2 contains 64490 members 
Entering Unmasked Estep 
Score: -24047730.000000 Penalty: 6024.043945
	Iteration 16Q: 3 clusters Score -2.404773e+07 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125465 members 
Mstep: Class 2 contains 62733 members 
Entering Unmasked Estep 
Score: -24048470.000000 Penalty: 6024.043945
	Iteration 17Q: 3 clusters Score -2.404847e+07 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127300 members 
Mstep: Class 2 contains 60898 members 
Entering Unmasked Estep 
Score: -24049058.000000 Penalty: 6024.043945
	Iteration 18Q: 3 clusters Score -2.404906e+07 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129212 members 
Mstep: Class 2 contains 58986 members 
Entering Unmasked Estep 
Score: -24049766.000000 Penalty: 6024.043945
	Iteration 19Q: 3 clusters Score -2.404977e+07 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131057 members 
Mstep: Class 2 contains 57141 members 
Entering Unmasked Estep 
Score: -24050268.000000 Penalty: 6024.043945
	Iteration 20F: 3 clusters Score -2.405027e+07 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132871 members 
Mstep: Class 2 contains 55327 members 
Entering Unmasked Estep 
Score: -24050790.000000 Penalty: 6024.043945
	Iteration 21Q: 3 clusters Score -2.405079e+07 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134696 members 
Mstep: Class 2 contains 53502 members 
Entering Unmasked Estep 
Score: -24051250.000000 Penalty: 6024.043945
	Iteration 22Q: 3 clusters Score -2.405125e+07 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136466 members 
Mstep: Class 2 contains 51732 members 
Entering Unmasked Estep 
Score: -24051666.000000 Penalty: 6024.043945
	Iteration 23Q: 3 clusters Score -2.405167e+07 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138259 members 
Mstep: Class 2 contains 49939 members 
Entering Unmasked Estep 
Score: -24052016.000000 Penalty: 6024.043945
	Iteration 24Q: 3 clusters Score -2.405202e+07 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140064 members 
Mstep: Class 2 contains 48134 members 
Entering Unmasked Estep 
Score: -24052378.000000 Penalty: 6024.043945
	Iteration 25Q: 3 clusters Score -2.405238e+07 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141956 members 
Mstep: Class 2 contains 46242 members 
Entering Unmasked Estep 
Score: -24052852.000000 Penalty: 6024.043945
	Iteration 26Q: 3 clusters Score -2.405285e+07 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143819 members 
Mstep: Class 2 contains 44379 members 
Entering Unmasked Estep 
Score: -24053138.000000 Penalty: 6024.043945
	Iteration 27Q: 3 clusters Score -2.405314e+07 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145744 members 
Mstep: Class 2 contains 42454 members 
Entering Unmasked Estep 
Score: -24053588.000000 Penalty: 6024.043945
	Iteration 28Q: 3 clusters Score -2.405359e+07 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147757 members 
Mstep: Class 2 contains 40441 members 
Entering Unmasked Estep 
Score: -24054200.000000 Penalty: 6024.043945
	Iteration 29Q: 3 clusters Score -2.40542e+07 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149828 members 
Mstep: Class 2 contains 38370 members 
Entering Unmasked Estep 
Score: -24054984.000000 Penalty: 6024.043945
	Iteration 30Q: 3 clusters Score -2.405498e+07 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151882 members 
Mstep: Class 2 contains 36316 members 
Entering Unmasked Estep 
Score: -24055828.000000 Penalty: 6024.043945
	Iteration 31Q: 3 clusters Score -2.405583e+07 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153998 members 
Mstep: Class 2 contains 34200 members 
Entering Unmasked Estep 
Score: -24056638.000000 Penalty: 6024.043945
	Iteration 32Q: 3 clusters Score -2.405664e+07 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156058 members 
Mstep: Class 2 contains 32140 members 
Entering Unmasked Estep 
Score: -24057454.000000 Penalty: 6024.043945
	Iteration 33Q: 3 clusters Score -2.405745e+07 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158134 members 
Mstep: Class 2 contains 30064 members 
Entering Unmasked Estep 
Score: -24058286.000000 Penalty: 6024.043945
	Iteration 34Q: 3 clusters Score -2.405829e+07 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160125 members 
Mstep: Class 2 contains 28073 members 
Entering Unmasked Estep 
Score: -24059102.000000 Penalty: 6024.043945
	Iteration 35Q: 3 clusters Score -2.40591e+07 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162087 members 
Mstep: Class 2 contains 26111 members 
Entering Unmasked Estep 
Score: -24059854.000000 Penalty: 6024.043945
	Iteration 36Q: 3 clusters Score -2.405985e+07 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163961 members 
Mstep: Class 2 contains 24237 members 
Entering Unmasked Estep 
Score: -24060680.000000 Penalty: 6024.043945
	Iteration 37Q: 3 clusters Score -2.406068e+07 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165809 members 
Mstep: Class 2 contains 22389 members 
Entering Unmasked Estep 
Score: -24061286.000000 Penalty: 6024.043945
	Iteration 38Q: 3 clusters Score -2.406129e+07 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167591 members 
Mstep: Class 2 contains 20607 members 
Entering Unmasked Estep 
Score: -24062188.000000 Penalty: 6024.043945
	Iteration 39Q: 3 clusters Score -2.406219e+07 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169276 members 
Mstep: Class 2 contains 18922 members 
Entering Unmasked Estep 
Score: -24062942.000000 Penalty: 6024.043945
	Iteration 40F: 3 clusters Score -2.406294e+07 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170847 members 
Mstep: Class 2 contains 17351 members 
Entering Unmasked Estep 
Score: -24063596.000000 Penalty: 6024.043945
	Iteration 41Q: 3 clusters Score -2.40636e+07 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172344 members 
Mstep: Class 2 contains 15854 members 
Entering Unmasked Estep 
Score: -24064116.000000 Penalty: 6024.043945
	Iteration 42Q: 3 clusters Score -2.406412e+07 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173782 members 
Mstep: Class 2 contains 14416 members 
Entering Unmasked Estep 
Score: -24064606.000000 Penalty: 6024.043945
	Iteration 43Q: 3 clusters Score -2.406461e+07 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175152 members 
Mstep: Class 2 contains 13046 members 
Entering Unmasked Estep 
Score: -24065146.000000 Penalty: 6024.043945
	Iteration 44Q: 3 clusters Score -2.406515e+07 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176455 members 
Mstep: Class 2 contains 11743 members 
Entering Unmasked Estep 
Score: -24065710.000000 Penalty: 6024.043945
	Iteration 45Q: 3 clusters Score -2.406571e+07 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177670 members 
Mstep: Class 2 contains 10528 members 
Entering Unmasked Estep 
Score: -24066104.000000 Penalty: 6024.043945
	Iteration 46Q: 3 clusters Score -2.40661e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178755 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -24066456.000000 Penalty: 6024.043945
	Iteration 47Q: 3 clusters Score -2.406646e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179730 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -24066646.000000 Penalty: 6024.043945
	Iteration 48Q: 3 clusters Score -2.406665e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180626 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -24066866.000000 Penalty: 6024.043945
	Iteration 49Q: 3 clusters Score -2.406687e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181448 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -24067084.000000 Penalty: 6024.043945
	Iteration 50Q: 3 clusters Score -2.406708e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182156 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -24067214.000000 Penalty: 6024.043945
	Iteration 51Q: 3 clusters Score -2.406721e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182772 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -24067342.000000 Penalty: 6024.043945
	Iteration 52Q: 3 clusters Score -2.406734e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183285 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -24067544.000000 Penalty: 6024.043945
	Iteration 53Q: 3 clusters Score -2.406754e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183704 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -24067642.000000 Penalty: 6024.043945
	Iteration 54Q: 3 clusters Score -2.406764e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184074 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -24067694.000000 Penalty: 6024.043945
	Iteration 55Q: 3 clusters Score -2.406769e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184380 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -24067780.000000 Penalty: 6024.043945
	Iteration 56Q: 3 clusters Score -2.406778e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184624 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -24067784.000000 Penalty: 6024.043945
	Iteration 57Q: 3 clusters Score -2.406778e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184845 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -24067808.000000 Penalty: 6024.043945
	Iteration 58Q: 3 clusters Score -2.406781e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185044 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -24067840.000000 Penalty: 6024.043945
	Iteration 59Q: 3 clusters Score -2.406784e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185215 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -24067848.000000 Penalty: 6024.043945
	Iteration 60F: 3 clusters Score -2.406785e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185369 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -24067846.000000 Penalty: 6024.043945
	Iteration 61Q: 3 clusters Score -2.406785e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185472 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -24067860.000000 Penalty: 6024.043945
	Iteration 62Q: 3 clusters Score -2.406786e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185570 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -24067836.000000 Penalty: 6024.043945
	Iteration 63Q: 3 clusters Score -2.406784e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185663 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -24067898.000000 Penalty: 6024.043945
	Iteration 64Q: 3 clusters Score -2.40679e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185724 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -24067882.000000 Penalty: 6024.043945
	Iteration 65Q: 3 clusters Score -2.406788e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185773 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -24067874.000000 Penalty: 6024.043945
	Iteration 66Q: 3 clusters Score -2.406787e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185813 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -24067878.000000 Penalty: 6024.043945
	Iteration 67Q: 3 clusters Score -2.406788e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185851 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -24067878.000000 Penalty: 6024.043945
	Iteration 68Q: 3 clusters Score -2.406788e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185898 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -24067868.000000 Penalty: 6024.043945
	Iteration 69Q: 3 clusters Score -2.406787e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185939 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -24067900.000000 Penalty: 6024.043945
	Iteration 70Q: 3 clusters Score -2.40679e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185972 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -24067906.000000 Penalty: 6024.043945
	Iteration 71Q: 3 clusters Score -2.406791e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186004 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -24067906.000000 Penalty: 6024.043945
	Iteration 72Q: 3 clusters Score -2.406791e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186037 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -24067884.000000 Penalty: 6024.043945
	Iteration 73Q: 3 clusters Score -2.406788e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186068 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -24067916.000000 Penalty: 6024.043945
	Iteration 74Q: 3 clusters Score -2.406792e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186090 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -24067914.000000 Penalty: 6024.043945
	Iteration 75Q: 3 clusters Score -2.406791e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186109 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -24067904.000000 Penalty: 6024.043945
	Iteration 76Q: 3 clusters Score -2.40679e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186125 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -24067896.000000 Penalty: 6024.043945
	Iteration 77Q: 3 clusters Score -2.40679e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186134 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -24067906.000000 Penalty: 6024.043945
	Iteration 78Q: 3 clusters Score -2.406791e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186136 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -24067916.000000 Penalty: 6024.043945
	Iteration 79Q: 3 clusters Score -2.406792e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186141 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -24067902.000000 Penalty: 6024.043945
	Iteration 80F: 3 clusters Score -2.40679e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186145 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -24067900.000000 Penalty: 6024.043945
	Iteration 81Q: 3 clusters Score -2.40679e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186148 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -24067900.000000 Penalty: 6024.043945
	Iteration 82Q: 3 clusters Score -2.40679e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186149 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -24067890.000000 Penalty: 6024.043945
	Iteration 83Q: 3 clusters Score -2.406789e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186150 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -24067894.000000 Penalty: 6024.043945
	Iteration 84Q: 3 clusters Score -2.406789e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186151 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -24067896.000000 Penalty: 6024.043945
	Iteration 85Q: 3 clusters Score -2.40679e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186150 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -24067896.000000 Penalty: 6024.043945
	Iteration 86Q: 3 clusters Score -2.40679e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186150 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -24067896.000000 Penalty: 6024.043945
	Iteration 87F: 3 clusters Score -2.40679e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (64342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64342 members 
Entering Unmasked Estep 
Score: -8070908.000000 Penalty: 2745.848145
	Iteration 0F: 2 clusters Score -8070908 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32119 members 
Mstep: Class 2 contains 32223 members 
Entering Unmasked Estep 
Score: -8027619.500000 Penalty: 5491.696289
	Iteration 0F: 3 clusters Score -8027620 nChanged 30002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31591 members 
Mstep: Class 2 contains 32751 members 
Entering Unmasked Estep 
Score: -8045316.000000 Penalty: 5491.696289
	Iteration 1F: 3 clusters Score -8045316 nChanged 3062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31211 members 
Mstep: Class 2 contains 33131 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -8046625 nChanged 3337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30686 members 
Mstep: Class 2 contains 33656 members 
Entering Unmasked Estep 
Score: -8048543.500000 Penalty: 5491.696289
	Iteration 3F: 3 clusters Score -8048544 nChanged 3863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30061 members 
Mstep: Class 2 contains 34281 members 
Entering Unmasked Estep 
Score: -8051306.500000 Penalty: 5491.696289
	Iteration 4F: 3 clusters Score -8051306 nChanged 4505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29452 members 
Mstep: Class 2 contains 34890 members 
Entering Unmasked Estep 
Score: -8054729.000000 Penalty: 5491.696289
	Iteration 5F: 3 clusters Score -8054729 nChanged 4637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29017 members 
Mstep: Class 2 contains 35325 members 
Entering Unmasked Estep 
Score: -8058493.000000 Penalty: 5491.696289
	Iteration 6F: 3 clusters Score -8058493 nChanged 4469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28918 members 
Mstep: Class 2 contains 35424 members 
Entering Unmasked Estep 
Score: -8061858.000000 Penalty: 5491.696289
	Iteration 7F: 3 clusters Score -8061858 nChanged 3826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29154 members 
Mstep: Class 2 contains 35188 members 
Entering Unmasked Estep 
Score: -8064407.000000 Penalty: 5491.696289
	Iteration 8F: 3 clusters Score -8064407 nChanged 3067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29445 members 
Mstep: Class 2 contains 34897 members 
Entering Unmasked Estep 
Score: -8066130.500000 Penalty: 5491.696289
	Iteration 9Q: 3 clusters Score -8066130 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29689 members 
Mstep: Class 2 contains 34653 members 
Entering Unmasked Estep 
Score: -8067259.500000 Penalty: 5491.696289
	Iteration 10Q: 3 clusters Score -8067260 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29872 members 
Mstep: Class 2 contains 34470 members 
Entering Unmasked Estep 
Score: -8067909.500000 Penalty: 5491.696289
	Iteration 11Q: 3 clusters Score -8067910 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30024 members 
Mstep: Class 2 contains 34318 members 
Entering Unmasked Estep 
Score: -8068316.500000 Penalty: 5491.696289
	Iteration 12Q: 3 clusters Score -8068316 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30124 members 
Mstep: Class 2 contains 34218 members 
Entering Unmasked Estep 
Score: -8068648.000000 Penalty: 5491.696289
	Iteration 13Q: 3 clusters Score -8068648 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30233 members 
Mstep: Class 2 contains 34109 members 
Entering Unmasked Estep 
Score: -8068890.000000 Penalty: 5491.696289
	Iteration 14Q: 3 clusters Score -8068890 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30359 members 
Mstep: Class 2 contains 33983 members 
Entering Unmasked Estep 
Score: -8069121.000000 Penalty: 5491.696289
	Iteration 15Q: 3 clusters Score -8069121 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30448 members 
Mstep: Class 2 contains 33894 members 
Entering Unmasked Estep 
Score: -8069334.500000 Penalty: 5491.696289
	Iteration 16Q: 3 clusters Score -8069334 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30539 members 
Mstep: Class 2 contains 33803 members 
Entering Unmasked Estep 
Score: -8069489.000000 Penalty: 5491.696289
	Iteration 17Q: 3 clusters Score -8069489 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30644 members 
Mstep: Class 2 contains 33698 members 
Entering Unmasked Estep 
Score: -8069603.500000 Penalty: 5491.696289
	Iteration 18Q: 3 clusters Score -8069604 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30745 members 
Mstep: Class 2 contains 33597 members 
Entering Unmasked Estep 
Score: -8069659.000000 Penalty: 5491.696289
	Iteration 19Q: 3 clusters Score -8069659 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30834 members 
Mstep: Class 2 contains 33508 members 
Entering Unmasked Estep 
Score: -8069729.000000 Penalty: 5491.696289
	Iteration 20F: 3 clusters Score -8069729 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30925 members 
Mstep: Class 2 contains 33417 members 
Entering Unmasked Estep 
Score: -8069757.500000 Penalty: 5491.696289
	Iteration 21Q: 3 clusters Score -8069758 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31029 members 
Mstep: Class 2 contains 33313 members 
Entering Unmasked Estep 
Score: -8069764.000000 Penalty: 5491.696289
	Iteration 22Q: 3 clusters Score -8069764 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31142 members 
Mstep: Class 2 contains 33200 members 
Entering Unmasked Estep 
Score: -8069774.500000 Penalty: 5491.696289
	Iteration 23Q: 3 clusters Score -8069774 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31250 members 
Mstep: Class 2 contains 33092 members 
Entering Unmasked Estep 
Score: -8069824.000000 Penalty: 5491.696289
	Iteration 24Q: 3 clusters Score -8069824 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31371 members 
Mstep: Class 2 contains 32971 members 
Entering Unmasked Estep 
Score: -8069822.500000 Penalty: 5491.696289
	Iteration 25Q: 3 clusters Score -8069822 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31506 members 
Mstep: Class 2 contains 32836 members 
Entering Unmasked Estep 
Score: -8069839.500000 Penalty: 5491.696289
	Iteration 26Q: 3 clusters Score -8069840 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31629 members 
Mstep: Class 2 contains 32713 members 
Entering Unmasked Estep 
Score: -8069870.000000 Penalty: 5491.696289
	Iteration 27Q: 3 clusters Score -8069870 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31773 members 
Mstep: Class 2 contains 32569 members 
Entering Unmasked Estep 
Score: -8069903.500000 Penalty: 5491.696289
	Iteration 28Q: 3 clusters Score -8069904 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31904 members 
Mstep: Class 2 contains 32438 members 
Entering Unmasked Estep 
Score: -8069915.000000 Penalty: 5491.696289
	Iteration 29Q: 3 clusters Score -8069915 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32039 members 
Mstep: Class 2 contains 32303 members 
Entering Unmasked Estep 
Score: -8069925.500000 Penalty: 5491.696289
	Iteration 30Q: 3 clusters Score -8069926 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32199 members 
Mstep: Class 2 contains 32143 members 
Entering Unmasked Estep 
Score: -8069944.000000 Penalty: 5491.696289
	Iteration 31Q: 3 clusters Score -8069944 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32360 members 
Mstep: Class 2 contains 31982 members 
Entering Unmasked Estep 
Score: -8069937.500000 Penalty: 5491.696289
	Iteration 32Q: 3 clusters Score -8069938 nChanged 177
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32529 members 
Mstep: Class 2 contains 31813 members 
Entering Unmasked Estep 
Score: -8069964.000000 Penalty: 5491.696289
	Iteration 33Q: 3 clusters Score -8069964 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32717 members 
Mstep: Class 2 contains 31625 members 
Entering Unmasked Estep 
Score: -8070000.000000 Penalty: 5491.696289
	Iteration 34Q: 3 clusters Score -8070000 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32894 members 
Mstep: Class 2 contains 31448 members 
Entering Unmasked Estep 
Score: -8070013.500000 Penalty: 5491.696289
	Iteration 35Q: 3 clusters Score -8070014 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33055 members 
Mstep: Class 2 contains 31287 members 
Entering Unmasked Estep 
Score: -8070028.500000 Penalty: 5491.696289
	Iteration 36Q: 3 clusters Score -8070028 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33227 members 
Mstep: Class 2 contains 31115 members 
Entering Unmasked Estep 
Score: -8070048.000000 Penalty: 5491.696289
	Iteration 37Q: 3 clusters Score -8070048 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33384 members 
Mstep: Class 2 contains 30958 members 
Entering Unmasked Estep 
Score: -8070040.000000 Penalty: 5491.696289
	Iteration 38Q: 3 clusters Score -8070040 nChanged 161
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33539 members 
Mstep: Class 2 contains 30803 members 
Entering Unmasked Estep 
Score: -8070034.000000 Penalty: 5491.696289
	Iteration 39Q: 3 clusters Score -8070034 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33672 members 
Mstep: Class 2 contains 30670 members 
Entering Unmasked Estep 
Score: -8070034.500000 Penalty: 5491.696289
	Iteration 40F: 3 clusters Score -8070034 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33809 members 
Mstep: Class 2 contains 30533 members 
Entering Unmasked Estep 
Score: -8070031.500000 Penalty: 5491.696289
	Iteration 41Q: 3 clusters Score -8070032 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33936 members 
Mstep: Class 2 contains 30406 members 
Entering Unmasked Estep 
Score: -8070052.000000 Penalty: 5491.696289
	Iteration 42Q: 3 clusters Score -8070052 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34063 members 
Mstep: Class 2 contains 30279 members 
Entering Unmasked Estep 
Score: -8070065.000000 Penalty: 5491.696289
	Iteration 43Q: 3 clusters Score -8070065 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34216 members 
Mstep: Class 2 contains 30126 members 
Entering Unmasked Estep 
Score: -8070096.000000 Penalty: 5491.696289
	Iteration 44Q: 3 clusters Score -8070096 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34369 members 
Mstep: Class 2 contains 29973 members 
Entering Unmasked Estep 
Score: -8070093.000000 Penalty: 5491.696289
	Iteration 45Q: 3 clusters Score -8070093 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34518 members 
Mstep: Class 2 contains 29824 members 
Entering Unmasked Estep 
Score: -8070092.000000 Penalty: 5491.696289
	Iteration 46Q: 3 clusters Score -8070092 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34657 members 
Mstep: Class 2 contains 29685 members 
Entering Unmasked Estep 
Score: -8070113.500000 Penalty: 5491.696289
	Iteration 47Q: 3 clusters Score -8070114 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34802 members 
Mstep: Class 2 contains 29540 members 
Entering Unmasked Estep 
Score: -8070140.500000 Penalty: 5491.696289
	Iteration 48Q: 3 clusters Score -8070140 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34925 members 
Mstep: Class 2 contains 29417 members 
Entering Unmasked Estep 
Score: -8070160.500000 Penalty: 5491.696289
	Iteration 49Q: 3 clusters Score -8070160 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35045 members 
Mstep: Class 2 contains 29297 members 
Entering Unmasked Estep 
Score: -8070179.500000 Penalty: 5491.696289
	Iteration 50Q: 3 clusters Score -8070180 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35159 members 
Mstep: Class 2 contains 29183 members 
Entering Unmasked Estep 
Score: -8070188.500000 Penalty: 5491.696289
	Iteration 51Q: 3 clusters Score -8070188 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35289 members 
Mstep: Class 2 contains 29053 members 
Entering Unmasked Estep 
Score: -8070173.500000 Penalty: 5491.696289
	Iteration 52Q: 3 clusters Score -8070174 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35441 members 
Mstep: Class 2 contains 28901 members 
Entering Unmasked Estep 
Score: -8070192.500000 Penalty: 5491.696289
	Iteration 53Q: 3 clusters Score -8070192 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35581 members 
Mstep: Class 2 contains 28761 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -8070192 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35741 members 
Mstep: Class 2 contains 28601 members 
Entering Unmasked Estep 
Score: -8070213.000000 Penalty: 5491.696289
	Iteration 55Q: 3 clusters Score -8070213 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35916 members 
Mstep: Class 2 contains 28426 members 
Entering Unmasked Estep 
Score: -8070220.500000 Penalty: 5491.696289
	Iteration 56Q: 3 clusters Score -8070220 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36121 members 
Mstep: Class 2 contains 28221 members 
Entering Unmasked Estep 
Score: -8070199.000000 Penalty: 5491.696289
	Iteration 57Q: 3 clusters Score -8070199 nChanged 229
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36348 members 
Mstep: Class 2 contains 27994 members 
Entering Unmasked Estep 
Score: -8070233.000000 Penalty: 5491.696289
	Iteration 58Q: 3 clusters Score -8070233 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36588 members 
Mstep: Class 2 contains 27754 members 
Entering Unmasked Estep 
Score: -8070239.000000 Penalty: 5491.696289
	Iteration 59Q: 3 clusters Score -8070239 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36850 members 
Mstep: Class 2 contains 27492 members 
Entering Unmasked Estep 
Score: -8070240.500000 Penalty: 5491.696289
	Iteration 60F: 3 clusters Score -8070240 nChanged 271
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37121 members 
Mstep: Class 2 contains 27221 members 
Entering Unmasked Estep 
Score: -8070252.000000 Penalty: 5491.696289
	Iteration 61Q: 3 clusters Score -8070252 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37396 members 
Mstep: Class 2 contains 26946 members 
Entering Unmasked Estep 
Score: -8070278.000000 Penalty: 5491.696289
	Iteration 62Q: 3 clusters Score -8070278 nChanged 249
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37645 members 
Mstep: Class 2 contains 26697 members 
Entering Unmasked Estep 
Score: -8070324.000000 Penalty: 5491.696289
	Iteration 63Q: 3 clusters Score -8070324 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37909 members 
Mstep: Class 2 contains 26433 members 
Entering Unmasked Estep 
Score: -8070347.500000 Penalty: 5491.696289
	Iteration 64Q: 3 clusters Score -8070348 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38163 members 
Mstep: Class 2 contains 26179 members 
Entering Unmasked Estep 
Score: -8070367.500000 Penalty: 5491.696289
	Iteration 65Q: 3 clusters Score -8070368 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38423 members 
Mstep: Class 2 contains 25919 members 
Entering Unmasked Estep 
Score: -8070387.000000 Penalty: 5491.696289
	Iteration 66Q: 3 clusters Score -8070387 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38685 members 
Mstep: Class 2 contains 25657 members 
Entering Unmasked Estep 
Score: -8070433.000000 Penalty: 5491.696289
	Iteration 67Q: 3 clusters Score -8070433 nChanged 275
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38958 members 
Mstep: Class 2 contains 25384 members 
Entering Unmasked Estep 
Score: -8070492.000000 Penalty: 5491.696289
	Iteration 68Q: 3 clusters Score -8070492 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39230 members 
Mstep: Class 2 contains 25112 members 
Entering Unmasked Estep 
Score: -8070545.000000 Penalty: 5491.696289
	Iteration 69Q: 3 clusters Score -8070545 nChanged 278
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39508 members 
Mstep: Class 2 contains 24834 members 
Entering Unmasked Estep 
Score: -8070598.500000 Penalty: 5491.696289
	Iteration 70Q: 3 clusters Score -8070598 nChanged 307
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39811 members 
Mstep: Class 2 contains 24531 members 
Entering Unmasked Estep 
Score: -8070609.500000 Penalty: 5491.696289
	Iteration 71Q: 3 clusters Score -8070610 nChanged 332
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Mstep: Class 1 contains 40139 members 
Mstep: Class 2 contains 24203 members 
Entering Unmasked Estep 
Score: -8070624.500000 Penalty: 5491.696289
	Iteration 72Q: 3 clusters Score -8070624 nChanged 349
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40486 members 
Mstep: Class 2 contains 23856 members 
Entering Unmasked Estep 
Score: -8070675.000000 Penalty: 5491.696289
	Iteration 73Q: 3 clusters Score -8070675 nChanged 420
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40898 members 
Mstep: Class 2 contains 23444 members 
Entering Unmasked Estep 
Score: -8070791.500000 Penalty: 5491.696289
	Iteration 74Q: 3 clusters Score -8070792 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41315 members 
Mstep: Class 2 contains 23027 members 
Entering Unmasked Estep 
Score: -8070888.000000 Penalty: 5491.696289
	Iteration 75Q: 3 clusters Score -8070888 nChanged 438
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Mstep: Class 1 contains 41747 members 
Mstep: Class 2 contains 22595 members 
Entering Unmasked Estep 
Score: -8070940.000000 Penalty: 5491.696289
	Iteration 76Q: 3 clusters Score -8070940 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42193 members 
Mstep: Class 2 contains 22149 members 
Entering Unmasked Estep 
Score: -8070984.500000 Penalty: 5491.696289
	Iteration 77Q: 3 clusters Score -8070984 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42628 members 
Mstep: Class 2 contains 21714 members 
Entering Unmasked Estep 
Score: -8071049.000000 Penalty: 5491.696289
	Iteration 78Q: 3 clusters Score -8071049 nChanged 469
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43091 members 
Mstep: Class 2 contains 21251 members 
Entering Unmasked Estep 
Score: -8071104.500000 Penalty: 5491.696289
	Iteration 79Q: 3 clusters Score -8071104 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43543 members 
Mstep: Class 2 contains 20799 members 
Entering Unmasked Estep 
Score: -8071246.500000 Penalty: 5491.696289
	Iteration 80F: 3 clusters Score -8071246 nChanged 508
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Mstep: Class 1 contains 44043 members 
Mstep: Class 2 contains 20299 members 
Entering Unmasked Estep 
Score: -8071379.500000 Penalty: 5491.696289
	Iteration 81Q: 3 clusters Score -8071380 nChanged 537
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44562 members 
Mstep: Class 2 contains 19780 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -8071471 nChanged 504
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Mstep: Class 1 contains 45064 members 
Mstep: Class 2 contains 19278 members 
Entering Unmasked Estep 
Score: -8071594.000000 Penalty: 5491.696289
	Iteration 83Q: 3 clusters Score -8071594 nChanged 496
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Mstep: Class 1 contains 45550 members 
Mstep: Class 2 contains 18792 members 
Entering Unmasked Estep 
Score: -8071716.000000 Penalty: 5491.696289
	Iteration 84Q: 3 clusters Score -8071716 nChanged 484
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46032 members 
Mstep: Class 2 contains 18310 members 
Entering Unmasked Estep 
Score: -8071807.000000 Penalty: 5491.696289
	Iteration 85Q: 3 clusters Score -8071807 nChanged 474
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46498 members 
Mstep: Class 2 contains 17844 members 
Entering Unmasked Estep 
Score: -8071913.500000 Penalty: 5491.696289
	Iteration 86Q: 3 clusters Score -8071914 nChanged 478
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46960 members 
Mstep: Class 2 contains 17382 members 
Entering Unmasked Estep 
Score: -8072060.000000 Penalty: 5491.696289
	Iteration 87Q: 3 clusters Score -8072060 nChanged 503
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Mstep: Class 1 contains 47449 members 
Mstep: Class 2 contains 16893 members 
Entering Unmasked Estep 
Score: -8072227.500000 Penalty: 5491.696289
	Iteration 88Q: 3 clusters Score -8072228 nChanged 515
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Mstep: Class 1 contains 47948 members 
Mstep: Class 2 contains 16394 members 
Entering Unmasked Estep 
Score: -8072366.000000 Penalty: 5491.696289
	Iteration 89Q: 3 clusters Score -8072366 nChanged 502
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Mstep: Class 1 contains 48436 members 
Mstep: Class 2 contains 15906 members 
Entering Unmasked Estep 
Score: -8072472.500000 Penalty: 5491.696289
	Iteration 90Q: 3 clusters Score -8072472 nChanged 476
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Mstep: Class 1 contains 48902 members 
Mstep: Class 2 contains 15440 members 
Entering Unmasked Estep 
Score: -8072635.500000 Penalty: 5491.696289
	Iteration 91Q: 3 clusters Score -8072636 nChanged 477
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Mstep: Class 1 contains 49367 members 
Mstep: Class 2 contains 14975 members 
Entering Unmasked Estep 
Score: -8072757.000000 Penalty: 5491.696289
	Iteration 92Q: 3 clusters Score -8072757 nChanged 496
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Mstep: Class 1 contains 49845 members 
Mstep: Class 2 contains 14497 members 
Entering Unmasked Estep 
Score: -8072881.000000 Penalty: 5491.696289
	Iteration 93Q: 3 clusters Score -8072881 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50266 members 
Mstep: Class 2 contains 14076 members 
Entering Unmasked Estep 
Score: -8073013.000000 Penalty: 5491.696289
	Iteration 94Q: 3 clusters Score -8073013 nChanged 373
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50631 members 
Mstep: Class 2 contains 13711 members 
Entering Unmasked Estep 
Score: -8073112.000000 Penalty: 5491.696289
	Iteration 95Q: 3 clusters Score -8073112 nChanged 329
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50954 members 
Mstep: Class 2 contains 13388 members 
Entering Unmasked Estep 
Score: -8073158.500000 Penalty: 5491.696289
	Iteration 96Q: 3 clusters Score -8073158 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51257 members 
Mstep: Class 2 contains 13085 members 
Entering Unmasked Estep 
Score: -8073238.000000 Penalty: 5491.696289
	Iteration 97Q: 3 clusters Score -8073238 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51481 members 
Mstep: Class 2 contains 12861 members 
Entering Unmasked Estep 
Score: -8073251.000000 Penalty: 5491.696289
	Iteration 98Q: 3 clusters Score -8073251 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51664 members 
Mstep: Class 2 contains 12678 members 
Entering Unmasked Estep 
Score: -8073267.500000 Penalty: 5491.696289
	Iteration 99Q: 3 clusters Score -8073268 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51826 members 
Mstep: Class 2 contains 12516 members 
Entering Unmasked Estep 
Score: -8073291.000000 Penalty: 5491.696289
	Iteration 100F: 3 clusters Score -8073291 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52004 members 
Mstep: Class 2 contains 12338 members 
Entering Unmasked Estep 
Score: -8073313.500000 Penalty: 5491.696289
	Iteration 101Q: 3 clusters Score -8073314 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52180 members 
Mstep: Class 2 contains 12162 members 
Entering Unmasked Estep 
Score: -8073300.000000 Penalty: 5491.696289
	Iteration 102Q: 3 clusters Score -8073300 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52332 members 
Mstep: Class 2 contains 12010 members 
Entering Unmasked Estep 
Score: -8073344.000000 Penalty: 5491.696289
	Iteration 103Q: 3 clusters Score -8073344 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52458 members 
Mstep: Class 2 contains 11884 members 
Entering Unmasked Estep 
Score: -8073352.000000 Penalty: 5491.696289
	Iteration 104Q: 3 clusters Score -8073352 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52563 members 
Mstep: Class 2 contains 11779 members 
Entering Unmasked Estep 
Score: -8073355.500000 Penalty: 5491.696289
	Iteration 105Q: 3 clusters Score -8073356 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52664 members 
Mstep: Class 2 contains 11678 members 
Entering Unmasked Estep 
Score: -8073357.500000 Penalty: 5491.696289
	Iteration 106Q: 3 clusters Score -8073358 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52755 members 
Mstep: Class 2 contains 11587 members 
Entering Unmasked Estep 
Score: -8073388.500000 Penalty: 5491.696289
	Iteration 107Q: 3 clusters Score -8073388 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52824 members 
Mstep: Class 2 contains 11518 members 
Entering Unmasked Estep 
Score: -8073397.500000 Penalty: 5491.696289
	Iteration 108Q: 3 clusters Score -8073398 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52882 members 
Mstep: Class 2 contains 11460 members 
Entering Unmasked Estep 
Score: -8073386.500000 Penalty: 5491.696289
	Iteration 109Q: 3 clusters Score -8073386 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52935 members 
Mstep: Class 2 contains 11407 members 
Entering Unmasked Estep 
Score: -8073394.500000 Penalty: 5491.696289
	Iteration 110Q: 3 clusters Score -8073394 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52970 members 
Mstep: Class 2 contains 11372 members 
Entering Unmasked Estep 
Score: -8073391.500000 Penalty: 5491.696289
	Iteration 111Q: 3 clusters Score -8073392 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53001 members 
Mstep: Class 2 contains 11341 members 
Entering Unmasked Estep 
Score: -8073386.000000 Penalty: 5491.696289
	Iteration 112Q: 3 clusters Score -8073386 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53032 members 
Mstep: Class 2 contains 11310 members 
Entering Unmasked Estep 
Score: -8073372.000000 Penalty: 5491.696289
	Iteration 113Q: 3 clusters Score -8073372 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53056 members 
Mstep: Class 2 contains 11286 members 
Entering Unmasked Estep 
Score: -8073374.500000 Penalty: 5491.696289
	Iteration 114Q: 3 clusters Score -8073374 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53078 members 
Mstep: Class 2 contains 11264 members 
Entering Unmasked Estep 
Score: -8073369.500000 Penalty: 5491.696289
	Iteration 115Q: 3 clusters Score -8073370 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53099 members 
Mstep: Class 2 contains 11243 members 
Entering Unmasked Estep 
Score: -8073365.000000 Penalty: 5491.696289
	Iteration 116Q: 3 clusters Score -8073365 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53121 members 
Mstep: Class 2 contains 11221 members 
Entering Unmasked Estep 
Score: -8073380.500000 Penalty: 5491.696289
	Iteration 117Q: 3 clusters Score -8073380 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53137 members 
Mstep: Class 2 contains 11205 members 
Entering Unmasked Estep 
Score: -8073375.000000 Penalty: 5491.696289
	Iteration 118Q: 3 clusters Score -8073375 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53148 members 
Mstep: Class 2 contains 11194 members 
Entering Unmasked Estep 
Score: -8073380.000000 Penalty: 5491.696289
	Iteration 119Q: 3 clusters Score -8073380 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53156 members 
Mstep: Class 2 contains 11186 members 
Entering Unmasked Estep 
Score: -8073380.500000 Penalty: 5491.696289
	Iteration 120F: 3 clusters Score -8073380 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53164 members 
Mstep: Class 2 contains 11178 members 
Entering Unmasked Estep 
Score: -8073382.500000 Penalty: 5491.696289
	Iteration 121Q: 3 clusters Score -8073382 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53174 members 
Mstep: Class 2 contains 11168 members 
Entering Unmasked Estep 
Score: -8073380.500000 Penalty: 5491.696289
	Iteration 122Q: 3 clusters Score -8073380 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53180 members 
Mstep: Class 2 contains 11162 members 
Entering Unmasked Estep 
Score: -8073382.500000 Penalty: 5491.696289
	Iteration 123Q: 3 clusters Score -8073382 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53187 members 
Mstep: Class 2 contains 11155 members 
Entering Unmasked Estep 
Score: -8073389.500000 Penalty: 5491.696289
	Iteration 124Q: 3 clusters Score -8073390 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53192 members 
Mstep: Class 2 contains 11150 members 
Entering Unmasked Estep 
Score: -8073384.000000 Penalty: 5491.696289
	Iteration 125Q: 3 clusters Score -8073384 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53202 members 
Mstep: Class 2 contains 11140 members 
Entering Unmasked Estep 
Score: -8073385.000000 Penalty: 5491.696289
	Iteration 126Q: 3 clusters Score -8073385 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53210 members 
Mstep: Class 2 contains 11132 members 
Entering Unmasked Estep 
Score: -8073388.500000 Penalty: 5491.696289
	Iteration 127Q: 3 clusters Score -8073388 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53220 members 
Mstep: Class 2 contains 11122 members 
Entering Unmasked Estep 
Score: -8073391.500000 Penalty: 5491.696289
	Iteration 128Q: 3 clusters Score -8073392 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53226 members 
Mstep: Class 2 contains 11116 members 
Entering Unmasked Estep 
Score: -8073397.000000 Penalty: 5491.696289
	Iteration 129Q: 3 clusters Score -8073397 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53230 members 
Mstep: Class 2 contains 11112 members 
Entering Unmasked Estep 
Score: -8073399.000000 Penalty: 5491.696289
	Iteration 130Q: 3 clusters Score -8073399 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53234 members 
Mstep: Class 2 contains 11108 members 
Entering Unmasked Estep 
Score: -8073408.000000 Penalty: 5491.696289
	Iteration 131Q: 3 clusters Score -8073408 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53240 members 
Mstep: Class 2 contains 11102 members 
Entering Unmasked Estep 
Score: -8073399.500000 Penalty: 5491.696289
	Iteration 132Q: 3 clusters Score -8073400 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53247 members 
Mstep: Class 2 contains 11095 members 
Entering Unmasked Estep 
Score: -8073396.500000 Penalty: 5491.696289
	Iteration 133Q: 3 clusters Score -8073396 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53251 members 
Mstep: Class 2 contains 11091 members 
Entering Unmasked Estep 
Score: -8073399.500000 Penalty: 5491.696289
	Iteration 134Q: 3 clusters Score -8073400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53254 members 
Mstep: Class 2 contains 11088 members 
Entering Unmasked Estep 
Score: -8073393.500000 Penalty: 5491.696289
	Iteration 135Q: 3 clusters Score -8073394 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53255 members 
Mstep: Class 2 contains 11087 members 
Entering Unmasked Estep 
Score: -8073395.000000 Penalty: 5491.696289
	Iteration 136Q: 3 clusters Score -8073395 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53255 members 
Mstep: Class 2 contains 11087 members 
Entering Unmasked Estep 
Score: -8073395.000000 Penalty: 5491.696289
	Iteration 137F: 3 clusters Score -8073395 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 14419 members 
Mstep: Class 3 contains 27591 members 
Mstep: Class 4 contains 45254 members 
Mstep: Class 5 contains 22374 members 
Mstep: Class 6 contains 16336 members 
Mstep: Class 7 contains 8596 members 
Mstep: Class 8 contains 35076 members 
Mstep: Class 9 contains 28996 members 
Mstep: Class 10 contains 13560 members 
Mstep: Class 11 contains 3930 members 
Mstep: Class 12 contains 278795 members 
Mstep: Class 13 contains 18989 members 
Mstep: Class 14 contains 10021 members 
Mstep: Class 15 contains 180216 members 
Mstep: Class 16 contains 3720 members 
Mstep: Class 17 contains 55451 members 
Mstep: Class 18 contains 6891 members 
Mstep: Class 19 contains 188198 members 
Mstep: Class 20 contains 53255 members 
Mstep: Class 21 contains 19345 members 
Mstep: Class 22 contains 3028 members 
Mstep: Class 23 contains 8833 members 
Mstep: Class 24 contains 4170 members 
Mstep: Class 25 contains 23196 members 
Mstep: Class 26 contains 83139 members 
Mstep: Class 27 contains 3162 members 
Mstep: Class 28 contains 12228 members 
Mstep: Class 29 contains 11087 members 
Entering Unmasked Estep 
Score: -147177616.000000 Penalty: 100601.632812
Splitting cluster 20 changes total score from -146981792.000000 to -147177616.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 21 (19345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19345 members 
Entering Unmasked Estep 
Score: -2264774.750000 Penalty: 2447.807129
	Iteration 0F: 2 clusters Score -2264775 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9711 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -2251124.000000 Penalty: 4895.614258
	Iteration 0F: 3 clusters Score -2251124 nChanged 8529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 9447 members 
Entering Unmasked Estep 
Score: -2255938.500000 Penalty: 4895.614258
	Iteration 1F: 3 clusters Score -2255938 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10006 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -2256626.750000 Penalty: 4895.614258
	Iteration 2F: 3 clusters Score -2256627 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10056 members 
Mstep: Class 2 contains 9289 members 
Entering Unmasked Estep 
Score: -2257355.500000 Penalty: 4895.614258
	Iteration 3F: 3 clusters Score -2257356 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10071 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -2258104.000000 Penalty: 4895.614258
	Iteration 4F: 3 clusters Score -2258104 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10063 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -2258904.750000 Penalty: 4895.614258
	Iteration 5F: 3 clusters Score -2258905 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10047 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -2259667.000000 Penalty: 4895.614258
	Iteration 6F: 3 clusters Score -2259667 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -2260339.750000 Penalty: 4895.614258
	Iteration 7F: 3 clusters Score -2260340 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10034 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -2260893.750000 Penalty: 4895.614258
	Iteration 8Q: 3 clusters Score -2260894 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -2261300.250000 Penalty: 4895.614258
	Iteration 9Q: 3 clusters Score -2261300 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10173 members 
Mstep: Class 2 contains 9172 members 
Entering Unmasked Estep 
Score: -2261605.750000 Penalty: 4895.614258
	Iteration 10Q: 3 clusters Score -2261606 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10275 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -2261831.000000 Penalty: 4895.614258
	Iteration 11Q: 3 clusters Score -2261831 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10366 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -2262020.750000 Penalty: 4895.614258
	Iteration 12Q: 3 clusters Score -2262021 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10466 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -2262175.000000 Penalty: 4895.614258
	Iteration 13Q: 3 clusters Score -2262175 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10599 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -2262303.500000 Penalty: 4895.614258
	Iteration 14Q: 3 clusters Score -2262304 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10752 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -2262435.750000 Penalty: 4895.614258
	Iteration 15Q: 3 clusters Score -2262436 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10928 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -2262570.000000 Penalty: 4895.614258
	Iteration 16Q: 3 clusters Score -2262570 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11123 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -2262705.750000 Penalty: 4895.614258
	Iteration 17Q: 3 clusters Score -2262706 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11336 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -2262858.750000 Penalty: 4895.614258
	Iteration 18Q: 3 clusters Score -2262859 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11561 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -2263012.000000 Penalty: 4895.614258
	Iteration 19Q: 3 clusters Score -2263012 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11822 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -2263213.250000 Penalty: 4895.614258
	Iteration 20F: 3 clusters Score -2263213 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12107 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -2263447.000000 Penalty: 4895.614258
	Iteration 21Q: 3 clusters Score -2263447 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12460 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -2263787.750000 Penalty: 4895.614258
	Iteration 22Q: 3 clusters Score -2263788 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12858 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -2264157.500000 Penalty: 4895.614258
	Iteration 23Q: 3 clusters Score -2264158 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13240 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -2264587.500000 Penalty: 4895.614258
	Iteration 24Q: 3 clusters Score -2264588 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13652 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -2265107.500000 Penalty: 4895.614258
	Iteration 25Q: 3 clusters Score -2265108 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14036 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -2265613.000000 Penalty: 4895.614258
	Iteration 26Q: 3 clusters Score -2265613 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14411 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -2266028.000000 Penalty: 4895.614258
	Iteration 27Q: 3 clusters Score -2266028 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14719 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -2266325.250000 Penalty: 4895.614258
	Iteration 28Q: 3 clusters Score -2266325 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14945 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -2266515.250000 Penalty: 4895.614258
	Iteration 29Q: 3 clusters Score -2266515 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15151 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -2266643.500000 Penalty: 4895.614258
	Iteration 30Q: 3 clusters Score -2266644 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15322 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -2266732.000000 Penalty: 4895.614258
	Iteration 31Q: 3 clusters Score -2266732 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15446 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -2266791.000000 Penalty: 4895.614258
	Iteration 32Q: 3 clusters Score -2266791 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15566 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -2266838.250000 Penalty: 4895.614258
	Iteration 33Q: 3 clusters Score -2266838 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15659 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -2266877.000000 Penalty: 4895.614258
	Iteration 34Q: 3 clusters Score -2266877 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15744 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -2266905.500000 Penalty: 4895.614258
	Iteration 35Q: 3 clusters Score -2266906 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15807 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -2266929.000000 Penalty: 4895.614258
	Iteration 36Q: 3 clusters Score -2266929 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15876 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -2266952.250000 Penalty: 4895.614258
	Iteration 37Q: 3 clusters Score -2266952 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15920 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -2266963.750000 Penalty: 4895.614258
	Iteration 38Q: 3 clusters Score -2266964 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15951 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -2266967.750000 Penalty: 4895.614258
	Iteration 39Q: 3 clusters Score -2266968 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15973 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -2266976.750000 Penalty: 4895.614258
	Iteration 40F: 3 clusters Score -2266977 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15984 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -2266979.000000 Penalty: 4895.614258
	Iteration 41Q: 3 clusters Score -2266979 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16002 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -2266978.000000 Penalty: 4895.614258
	Iteration 42Q: 3 clusters Score -2266978 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16022 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -2266984.750000 Penalty: 4895.614258
	Iteration 43Q: 3 clusters Score -2266985 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16036 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -2266987.250000 Penalty: 4895.614258
	Iteration 44Q: 3 clusters Score -2266987 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16053 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -2266989.000000 Penalty: 4895.614258
	Iteration 45Q: 3 clusters Score -2266989 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16066 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -2266997.750000 Penalty: 4895.614258
	Iteration 46Q: 3 clusters Score -2266998 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16078 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -2267001.000000 Penalty: 4895.614258
	Iteration 47Q: 3 clusters Score -2267001 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16085 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -2267000.500000 Penalty: 4895.614258
	Iteration 48Q: 3 clusters Score -2267000 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16091 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -2267008.750000 Penalty: 4895.614258
	Iteration 49Q: 3 clusters Score -2267009 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16098 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -2267009.250000 Penalty: 4895.614258
	Iteration 50Q: 3 clusters Score -2267009 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16107 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -2267005.750000 Penalty: 4895.614258
	Iteration 51Q: 3 clusters Score -2267006 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16113 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -2267005.750000 Penalty: 4895.614258
	Iteration 52Q: 3 clusters Score -2267006 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16117 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -2267007.500000 Penalty: 4895.614258
	Iteration 53Q: 3 clusters Score -2267008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16119 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -2267009.750000 Penalty: 4895.614258
	Iteration 54Q: 3 clusters Score -2267010 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16121 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -2267010.500000 Penalty: 4895.614258
	Iteration 55Q: 3 clusters Score -2267010 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16124 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -2267010.000000 Penalty: 4895.614258
	Iteration 56Q: 3 clusters Score -2267010 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16125 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -2267009.500000 Penalty: 4895.614258
	Iteration 57Q: 3 clusters Score -2267010 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16125 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -2267009.500000 Penalty: 4895.614258
	Iteration 58F: 3 clusters Score -2267010 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 14419 members 
Mstep: Class 3 contains 27591 members 
Mstep: Class 4 contains 45254 members 
Mstep: Class 5 contains 22374 members 
Mstep: Class 6 contains 16336 members 
Mstep: Class 7 contains 8596 members 
Mstep: Class 8 contains 35076 members 
Mstep: Class 9 contains 28996 members 
Mstep: Class 10 contains 13560 members 
Mstep: Class 11 contains 3930 members 
Mstep: Class 12 contains 278795 members 
Mstep: Class 13 contains 18989 members 
Mstep: Class 14 contains 10021 members 
Mstep: Class 15 contains 180216 members 
Mstep: Class 16 contains 3720 members 
Mstep: Class 17 contains 55451 members 
Mstep: Class 18 contains 6891 members 
Mstep: Class 19 contains 188198 members 
Mstep: Class 20 contains 53255 members 
Mstep: Class 21 contains 16125 members 
Mstep: Class 22 contains 3028 members 
Mstep: Class 23 contains 8833 members 
Mstep: Class 24 contains 4170 members 
Mstep: Class 25 contains 23196 members 
Mstep: Class 26 contains 83139 members 
Mstep: Class 27 contains 3162 members 
Mstep: Class 28 contains 12228 members 
Mstep: Class 29 contains 11087 members 
Mstep: Class 30 contains 3220 members 
Entering Unmasked Estep 
Score: -147178832.000000 Penalty: 104070.656250
Splitting cluster 21 changes total score from -146981792.000000 to -147178832.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 22 (3028 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Entering Unmasked Estep 
Score: -242147.718750 Penalty: 1987.883057
	Iteration 0F: 2 clusters Score -242147.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -239952.953125 Penalty: 3975.766113
	Iteration 0F: 3 clusters Score -239953 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -248265.140625 Penalty: 3975.766113
	Iteration 1F: 3 clusters Score -248265.1 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -253279.281250 Penalty: 3975.766113
	Iteration 2F: 3 clusters Score -253279.3 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -262110.484375 Penalty: 3975.766113
	Iteration 3F: 3 clusters Score -262110.5 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -270531.343750 Penalty: 3975.766113
	Iteration 4F: 3 clusters Score -270531.3 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -279603.750000 Penalty: 3975.766113
	Iteration 5F: 3 clusters Score -279603.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -284727.687500 Penalty: 3975.766113
	Iteration 6F: 3 clusters Score -284727.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -286878.093750 Penalty: 3975.766113
	Iteration 7Q: 3 clusters Score -286878.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -287272.937500 Penalty: 3975.766113
	Iteration 8Q: 3 clusters Score -287272.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -287330.062500 Penalty: 3975.766113
	Iteration 9Q: 3 clusters Score -287330.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -287356.031250 Penalty: 3975.766113
	Iteration 10Q: 3 clusters Score -287356 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -287355.750000 Penalty: 3975.766113
	Iteration 11Q: 3 clusters Score -287355.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -287393.281250 Penalty: 3975.766113
	Iteration 12Q: 3 clusters Score -287393.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -287393.531250 Penalty: 3975.766113
	Iteration 13Q: 3 clusters Score -287393.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -287388.843750 Penalty: 3975.766113
	Iteration 14Q: 3 clusters Score -287388.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -287326.375000 Penalty: 3975.766113
	Iteration 15Q: 3 clusters Score -287326.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -288087.843750 Penalty: 3975.766113
	Iteration 16F: 3 clusters Score -288087.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -288684.656250 Penalty: 3975.766113
	Iteration 17Q: 3 clusters Score -288684.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -288595.218750 Penalty: 3975.766113
	Iteration 18Q: 3 clusters Score -288595.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -288672.312500 Penalty: 3975.766113
	Iteration 19Q: 3 clusters Score -288672.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -288595.218750 Penalty: 3975.766113
	Iteration 20F: 3 clusters Score -288595.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -288672.312500 Penalty: 3975.766113
	Iteration 21Q: 3 clusters Score -288672.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -288595.218750 Penalty: 3975.766113
	Iteration 22Q: 3 clusters Score -288595.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -288672.312500 Penalty: 3975.766113
	Iteration 23Q: 3 clusters Score -288672.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -288595.218750 Penalty: 3975.766113
	Iteration 24Q: 3 clusters Score -288595.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -288672.312500 Penalty: 3975.766113
	Iteration 25Q: 3 clusters Score -288672.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -288595.218750 Penalty: 3975.766113
	Iteration 26Q: 3 clusters Score -288595.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -288672.312500 Penalty: 3975.766113
	Iteration 27Q: 3 clusters Score -288672.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -288595.218750 Penalty: 3975.766113
	Iteration 28Q: 3 clusters Score -288595.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -288672.312500 Penalty: 3975.766113
	Iteration 29Q: 3 clusters Score -288672.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -288595.218750 Penalty: 3975.766113
	Iteration 30Q: 3 clusters Score -288595.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -288672.312500 Penalty: 3975.766113
	Iteration 31Q: 3 clusters Score -288672.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -288595.218750 Penalty: 3975.766113
	Iteration 32Q: 3 clusters Score -288595.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -288672.312500 Penalty: 3975.766113
	Iteration 33Q: 3 clusters Score -288672.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -288595.218750 Penalty: 3975.766113
	Iteration 34Q: 3 clusters Score -288595.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -288672.312500 Penalty: 3975.766113
	Iteration 35Q: 3 clusters Score -288672.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -288595.218750 Penalty: 3975.766113
	Iteration 36Q: 3 clusters Score -288595.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -288672.312500 Penalty: 3975.766113
	Iteration 37Q: 3 clusters Score -288672.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -288595.218750 Penalty: 3975.766113
	Iteration 38Q: 3 clusters Score -288595.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -288672.312500 Penalty: 3975.766113
	Iteration 39Q: 3 clusters Score -288672.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -288595.218750 Penalty: 3975.766113
	Iteration 40F: 3 clusters Score -288595.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -288672.312500 Penalty: 3975.766113
	Iteration 41Q: 3 clusters Score -288672.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -288595.218750 Penalty: 3975.766113
	Iteration 42Q: 3 clusters Score -288595.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -288672.312500 Penalty: 3975.766113
	Iteration 43Q: 3 clusters Score -288672.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -288595.218750 Penalty: 3975.766113
	Iteration 44Q: 3 clusters Score -288595.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -288672.312500 Penalty: 3975.766113
	Iteration 45Q: 3 clusters Score -288672.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -288595.218750 Penalty: 3975.766113
	Iteration 46Q: 3 clusters Score -288595.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -288672.312500 Penalty: 3975.766113
	Iteration 47Q: 3 clusters Score -288672.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -288595.218750 Penalty: 3975.766113
	Iteration 48Q: 3 clusters Score -288595.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -288672.312500 Penalty: 3975.766113
	Iteration 49Q: 3 clusters Score -288672.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -288595.218750 Penalty: 3975.766113
	Iteration 50Q: 3 clusters Score -288595.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -288672.312500 Penalty: 3975.766113
	Iteration 51Q: 3 clusters Score -288672.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -288595.218750 Penalty: 3975.766113
	Iteration 52Q: 3 clusters Score -288595.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -288672.312500 Penalty: 3975.766113
	Iteration 53Q: 3 clusters Score -288672.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -288595.218750 Penalty: 3975.766113
	Iteration 54Q: 3 clusters Score -288595.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -288672.312500 Penalty: 3975.766113
	Iteration 55Q: 3 clusters Score -288672.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -288595.218750 Penalty: 3975.766113
	Iteration 56Q: 3 clusters Score -288595.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -288672.312500 Penalty: 3975.766113
	Iteration 57Q: 3 clusters Score -288672.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -288595.218750 Penalty: 3975.766113
	Iteration 58Q: 3 clusters Score -288595.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -288672.312500 Penalty: 3975.766113
	Iteration 59Q: 3 clusters Score -288672.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -288595.218750 Penalty: 3975.766113
	Iteration 60F: 3 clusters Score -288595.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -288672.312500 Penalty: 3975.766113
	Iteration 61Q: 3 clusters Score -288672.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
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Entering Unmasked Estep 
Score: -288595.218750 Penalty: 3975.766113
	Iteration 62Q: 3 clusters Score -288595.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
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Entering Unmasked Estep 
Score: -288672.312500 Penalty: 3975.766113
	Iteration 63Q: 3 clusters Score -288672.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
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Entering Unmasked Estep 
Score: -288595.218750 Penalty: 3975.766113
	Iteration 64Q: 3 clusters Score -288595.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
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Entering Unmasked Estep 
Score: -288672.312500 Penalty: 3975.766113
	Iteration 65Q: 3 clusters Score -288672.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
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Entering Unmasked Estep 
Score: -288595.218750 Penalty: 3975.766113
	Iteration 66Q: 3 clusters Score -288595.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
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Entering Unmasked Estep 
Score: -288672.312500 Penalty: 3975.766113
	Iteration 67Q: 3 clusters Score -288672.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
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Entering Unmasked Estep 
Score: -288595.218750 Penalty: 3975.766113
	Iteration 68Q: 3 clusters Score -288595.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
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Entering Unmasked Estep 
Score: -288672.312500 Penalty: 3975.766113
	Iteration 69Q: 3 clusters Score -288672.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
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Entering Unmasked Estep 
Score: -288595.218750 Penalty: 3975.766113
	Iteration 70Q: 3 clusters Score -288595.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Entering Unmasked Estep 
Score: -288672.312500 Penalty: 3975.766113
	Iteration 71Q: 3 clusters Score -288672.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Entering Unmasked Estep 
Score: -288595.218750 Penalty: 3975.766113
	Iteration 72Q: 3 clusters Score -288595.2 nChanged 1
Entering Unmasked Mstep 
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	Iteration 437Q: 3 clusters Score -288672.3 nChanged 1
Entering Unmasked Mstep 
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	Iteration 438Q: 3 clusters Score -288595.2 nChanged 1
Entering Unmasked Mstep 
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	Iteration 439Q: 3 clusters Score -288672.3 nChanged 1
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	Iteration 440F: 3 clusters Score -288595.2 nChanged 1
Entering Unmasked Mstep 
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	Iteration 441Q: 3 clusters Score -288672.3 nChanged 1
Entering Unmasked Mstep 
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	Iteration 442Q: 3 clusters Score -288595.2 nChanged 1
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	Iteration 443Q: 3 clusters Score -288672.3 nChanged 1
Entering Unmasked Mstep 
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	Iteration 444Q: 3 clusters Score -288595.2 nChanged 1
Entering Unmasked Mstep 
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	Iteration 445Q: 3 clusters Score -288672.3 nChanged 1
Entering Unmasked Mstep 
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	Iteration 446Q: 3 clusters Score -288595.2 nChanged 1
Entering Unmasked Mstep 
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	Iteration 447Q: 3 clusters Score -288672.3 nChanged 1
Entering Unmasked Mstep 
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	Iteration 448Q: 3 clusters Score -288595.2 nChanged 1
Entering Unmasked Mstep 
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	Iteration 449Q: 3 clusters Score -288672.3 nChanged 1
Entering Unmasked Mstep 
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	Iteration 450Q: 3 clusters Score -288595.2 nChanged 1
Entering Unmasked Mstep 
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	Iteration 451Q: 3 clusters Score -288672.3 nChanged 1
Entering Unmasked Mstep 
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	Iteration 452Q: 3 clusters Score -288595.2 nChanged 1
Entering Unmasked Mstep 
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	Iteration 453Q: 3 clusters Score -288672.3 nChanged 1
Entering Unmasked Mstep 
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	Iteration 454Q: 3 clusters Score -288595.2 nChanged 1
Entering Unmasked Mstep 
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	Iteration 455Q: 3 clusters Score -288672.3 nChanged 1
Entering Unmasked Mstep 
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	Iteration 456Q: 3 clusters Score -288595.2 nChanged 1
Entering Unmasked Mstep 
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	Iteration 457Q: 3 clusters Score -288672.3 nChanged 1
Entering Unmasked Mstep 
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	Iteration 458Q: 3 clusters Score -288595.2 nChanged 1
Entering Unmasked Mstep 
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	Iteration 459Q: 3 clusters Score -288672.3 nChanged 1
Entering Unmasked Mstep 
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	Iteration 460F: 3 clusters Score -288595.2 nChanged 1
Entering Unmasked Mstep 
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	Iteration 461Q: 3 clusters Score -288672.3 nChanged 1
Entering Unmasked Mstep 
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	Iteration 462Q: 3 clusters Score -288595.2 nChanged 1
Entering Unmasked Mstep 
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	Iteration 463Q: 3 clusters Score -288672.3 nChanged 1
Entering Unmasked Mstep 
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	Iteration 464Q: 3 clusters Score -288595.2 nChanged 1
Entering Unmasked Mstep 
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	Iteration 465Q: 3 clusters Score -288672.3 nChanged 1
Entering Unmasked Mstep 
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	Iteration 466Q: 3 clusters Score -288595.2 nChanged 1
Entering Unmasked Mstep 
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	Iteration 467Q: 3 clusters Score -288672.3 nChanged 1
Entering Unmasked Mstep 
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	Iteration 468Q: 3 clusters Score -288595.2 nChanged 1
Entering Unmasked Mstep 
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	Iteration 469Q: 3 clusters Score -288672.3 nChanged 1
Entering Unmasked Mstep 
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	Iteration 470Q: 3 clusters Score -288595.2 nChanged 1
Entering Unmasked Mstep 
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	Iteration 471Q: 3 clusters Score -288672.3 nChanged 1
Entering Unmasked Mstep 
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	Iteration 472Q: 3 clusters Score -288595.2 nChanged 1
Entering Unmasked Mstep 
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	Iteration 473Q: 3 clusters Score -288672.3 nChanged 1
Entering Unmasked Mstep 
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	Iteration 474Q: 3 clusters Score -288595.2 nChanged 1
Entering Unmasked Mstep 
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	Iteration 475Q: 3 clusters Score -288672.3 nChanged 1
Entering Unmasked Mstep 
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	Iteration 476Q: 3 clusters Score -288595.2 nChanged 1
Entering Unmasked Mstep 
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	Iteration 477Q: 3 clusters Score -288672.3 nChanged 1
Entering Unmasked Mstep 
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	Iteration 478Q: 3 clusters Score -288595.2 nChanged 1
Entering Unmasked Mstep 
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	Iteration 479Q: 3 clusters Score -288672.3 nChanged 1
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 480F: 3 clusters Score -288595.2 nChanged 1
Entering Unmasked Mstep 
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	Iteration 481Q: 3 clusters Score -288672.3 nChanged 1
Entering Unmasked Mstep 
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	Iteration 482Q: 3 clusters Score -288595.2 nChanged 1
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 483Q: 3 clusters Score -288672.3 nChanged 1
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 484Q: 3 clusters Score -288595.2 nChanged 1
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 485Q: 3 clusters Score -288672.3 nChanged 1
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 486Q: 3 clusters Score -288595.2 nChanged 1
Entering Unmasked Mstep 
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	Iteration 487Q: 3 clusters Score -288672.3 nChanged 1
Entering Unmasked Mstep 
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	Iteration 488Q: 3 clusters Score -288595.2 nChanged 1
Entering Unmasked Mstep 
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	Iteration 489Q: 3 clusters Score -288672.3 nChanged 1
Entering Unmasked Mstep 
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	Iteration 490Q: 3 clusters Score -288595.2 nChanged 1
Entering Unmasked Mstep 
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	Iteration 491Q: 3 clusters Score -288672.3 nChanged 1
Entering Unmasked Mstep 
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	Iteration 492Q: 3 clusters Score -288595.2 nChanged 1
Entering Unmasked Mstep 
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	Iteration 493Q: 3 clusters Score -288672.3 nChanged 1
Entering Unmasked Mstep 
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	Iteration 494Q: 3 clusters Score -288595.2 nChanged 1
Entering Unmasked Mstep 
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	Iteration 495Q: 3 clusters Score -288672.3 nChanged 1
Entering Unmasked Mstep 
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	Iteration 496Q: 3 clusters Score -288595.2 nChanged 1
Entering Unmasked Mstep 
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	Iteration 497Q: 3 clusters Score -288672.3 nChanged 1
Entering Unmasked Mstep 
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	Iteration 498Q: 3 clusters Score -288595.2 nChanged 1
Entering Unmasked Mstep 
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	Iteration 499Q: 3 clusters Score -288672.3 nChanged 1
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 500F: 3 clusters Score -288595.2 nChanged 1
Maximum iterations exceeded
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 14419 members 
Mstep: Class 3 contains 27591 members 
Mstep: Class 4 contains 45254 members 
Mstep: Class 5 contains 22374 members 
Mstep: Class 6 contains 16336 members 
Mstep: Class 7 contains 8596 members 
Mstep: Class 8 contains 35076 members 
Mstep: Class 9 contains 28996 members 
Mstep: Class 10 contains 13560 members 
Mstep: Class 11 contains 3930 members 
Mstep: Class 12 contains 278795 members 
Mstep: Class 13 contains 18989 members 
Mstep: Class 14 contains 10021 members 
Mstep: Class 15 contains 180216 members 
Mstep: Class 16 contains 3720 members 
Mstep: Class 17 contains 55451 members 
Mstep: Class 18 contains 6891 members 
Mstep: Class 19 contains 188198 members 
Mstep: Class 20 contains 53255 members 
Mstep: Class 21 contains 16125 members 
Mstep: Class 22 contains 1561 members 
Mstep: Class 23 contains 8833 members 
Mstep: Class 24 contains 4170 members 
Mstep: Class 25 contains 23196 members 
Mstep: Class 26 contains 83139 members 
Mstep: Class 27 contains 3162 members 
Mstep: Class 28 contains 12228 members 
Mstep: Class 29 contains 11087 members 
Mstep: Class 30 contains 3220 members 
Mstep: Class 31 contains 1467 members 
Entering Unmasked Estep 
Score: -147224144.000000 Penalty: 107539.679688
Splitting cluster 22 changes total score from -146981792.000000 to -147224144.000000
So it's getting split into cluster 31.
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 14419 members 
Mstep: Class 3 contains 27591 members 
Mstep: Class 4 contains 45254 members 
Mstep: Class 5 contains 22374 members 
Mstep: Class 6 contains 16336 members 
Mstep: Class 8 contains 35076 members 
Mstep: Class 9 contains 28996 members 
Mstep: Class 11 contains 3930 members 
Mstep: Class 12 contains 278795 members 
Mstep: Class 13 contains 18989 members 
Mstep: Class 14 contains 10021 members 
Mstep: Class 15 contains 180216 members 
Mstep: Class 17 contains 55451 members 
Mstep: Class 18 contains 6891 members 
Mstep: Class 19 contains 188198 members 
Mstep: Class 20 contains 53255 members 
Mstep: Class 21 contains 16125 members 
Mstep: Class 22 contains 1561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147245536.000000 Penalty: 107539.679688
Iteration 39Q: 32 clusters Score -1.472455e+08 nChanged 29949
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 14707 members 
Mstep: Class 3 contains 28557 members 
Mstep: Class 4 contains 45552 members 
Mstep: Class 5 contains 22587 members 
Mstep: Class 6 contains 16338 members 
Mstep: Class 7 contains 8106 members 
Mstep: Class 8 contains 35921 members 
Mstep: Class 9 contains 29326 members 
Mstep: Class 10 contains 12903 members 
Mstep: Class 11 contains 4262 members 
Mstep: Class 12 contains 275174 members 
Mstep: Class 13 contains 19306 members 
Mstep: Class 14 contains 11636 members 
Mstep: Class 15 contains 183037 members 
Mstep: Class 16 contains 4227 members 
Mstep: Class 17 contains 55882 members 
Mstep: Class 18 contains 7792 members 
Mstep: Class 19 contains 187759 members 
Mstep: Class 20 contains 53975 members 
Mstep: Class 21 contains 16426 members 
Mstep: Class 22 contains 1566 members 
Mstep: Class 23 contains 8479 members 
Mstep: Class 24 contains 4170 members 
Mstep: Class 25 contains 20409 members 
Mstep: Class 26 contains 81329 members 
Mstep: Class 27 contains 3402 members 
Mstep: Class 28 contains 11883 members 
Mstep: Class 29 contains 10708 members 
Mstep: Class 30 contains 3122 members 
Mstep: Class 31 contains 1467 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 40F: 32 clusters Score -1.472741e+08 nChanged 24735
Entering Unmasked Mstep 
Mstep: Class 0 contains 233 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 14766 members 
Mstep: Class 3 contains 28620 members 
Mstep: Class 4 contains 44590 members 
Mstep: Class 5 contains 22561 members 
Mstep: Class 6 contains 15696 members 
Mstep: Class 7 contains 7893 members 
Mstep: Class 8 contains 36269 members 
Mstep: Class 9 contains 29317 members 
Mstep: Class 10 contains 13047 members 
Mstep: Class 11 contains 4302 members 
Mstep: Class 12 contains 269333 members 
Mstep: Class 13 contains 19098 members 
Mstep: Class 14 contains 12191 members 
Mstep: Class 15 contains 187927 members 
Mstep: Class 16 contains 4704 members 
Mstep: Class 17 contains 55752 members 
Mstep: Class 18 contains 8381 members 
Mstep: Class 19 contains 187041 members 
Mstep: Class 20 contains 53346 members 
Mstep: Class 21 contains 15844 members 
Mstep: Class 22 contains 1684 members 
Mstep: Class 23 contains 9045 members 
Mstep: Class 24 contains 4170 members 
Mstep: Class 25 contains 19509 members 
Mstep: Class 26 contains 81749 members 
Mstep: Class 27 contains 3979 members 
Mstep: Class 28 contains 12377 members 
Mstep: Class 29 contains 11265 members 
Mstep: Class 30 contains 3778 members 
Mstep: Class 31 contains 2118 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 41Q: 32 clusters Score -1.472929e+08 nChanged 17510
Entering Unmasked Mstep 
Mstep: Class 0 contains 216 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 14835 members 
Mstep: Class 3 contains 28685 members 
Mstep: Class 4 contains 43914 members 
Mstep: Class 5 contains 22551 members 
Mstep: Class 6 contains 15338 members 
Mstep: Class 7 contains 7624 members 
Mstep: Class 8 contains 36702 members 
Mstep: Class 9 contains 29342 members 
Mstep: Class 10 contains 13093 members 
Mstep: Class 11 contains 4331 members 
Mstep: Class 12 contains 264230 members 
Mstep: Class 13 contains 19019 members 
Mstep: Class 14 contains 12612 members 
Mstep: Class 15 contains 192474 members 
Mstep: Class 16 contains 5088 members 
Mstep: Class 17 contains 55524 members 
Mstep: Class 18 contains 8740 members 
Mstep: Class 19 contains 186320 members 
Mstep: Class 20 contains 53095 members 
Mstep: Class 21 contains 15676 members 
Mstep: Class 22 contains 1687 members 
Mstep: Class 23 contains 9400 members 
Mstep: Class 24 contains 4170 members 
Mstep: Class 25 contains 18846 members 
Mstep: Class 26 contains 81863 members 
Mstep: Class 27 contains 4231 members 
Mstep: Class 28 contains 12655 members 
Mstep: Class 29 contains 11696 members 
Mstep: Class 30 contains 4300 members 
Mstep: Class 31 contains 2483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147300096.000000 Penalty: 107539.679688
Iteration 42Q: 32 clusters Score -1.473001e+08 nChanged 14367
Entering Unmasked Mstep 
Mstep: Class 0 contains 216 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 14908 members 
Mstep: Class 3 contains 28752 members 
Mstep: Class 4 contains 43305 members 
Mstep: Class 5 contains 22546 members 
Mstep: Class 6 contains 15055 members 
Mstep: Class 7 contains 7324 members 
Mstep: Class 8 contains 37121 members 
Mstep: Class 9 contains 29376 members 
Mstep: Class 10 contains 13101 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 259857 members 
Mstep: Class 13 contains 18940 members 
Mstep: Class 14 contains 12973 members 
Mstep: Class 15 contains 196628 members 
Mstep: Class 16 contains 5429 members 
Mstep: Class 17 contains 55269 members 
Mstep: Class 18 contains 8967 members 
Mstep: Class 19 contains 185633 members 
Mstep: Class 20 contains 52950 members 
Mstep: Class 21 contains 15597 members 
Mstep: Class 22 contains 1684 members 
Mstep: Class 23 contains 9661 members 
Mstep: Class 24 contains 4170 members 
Mstep: Class 25 contains 18337 members 
Mstep: Class 26 contains 81784 members 
Mstep: Class 27 contains 4421 members 
Mstep: Class 28 contains 12848 members 
Mstep: Class 29 contains 12131 members 
Mstep: Class 30 contains 4754 members 
Mstep: Class 31 contains 2765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147304576.000000 Penalty: 107539.679688
Iteration 43Q: 32 clusters Score -1.473046e+08 nChanged 12577
Entering Unmasked Mstep 
Mstep: Class 0 contains 216 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 14977 members 
Mstep: Class 3 contains 28807 members 
Mstep: Class 4 contains 42692 members 
Mstep: Class 5 contains 22565 members 
Mstep: Class 6 contains 14900 members 
Mstep: Class 7 contains 7085 members 
Mstep: Class 8 contains 37495 members 
Mstep: Class 9 contains 29441 members 
Mstep: Class 10 contains 13083 members 
Mstep: Class 11 contains 4370 members 
Mstep: Class 12 contains 256021 members 
Mstep: Class 13 contains 18923 members 
Mstep: Class 14 contains 13266 members 
Mstep: Class 15 contains 200497 members 
Mstep: Class 16 contains 5706 members 
Mstep: Class 17 contains 55011 members 
Mstep: Class 18 contains 9121 members 
Mstep: Class 19 contains 184925 members 
Mstep: Class 20 contains 52802 members 
Mstep: Class 21 contains 15569 members 
Mstep: Class 22 contains 1681 members 
Mstep: Class 23 contains 9874 members 
Mstep: Class 24 contains 4169 members 
Mstep: Class 25 contains 17887 members 
Mstep: Class 26 contains 81583 members 
Mstep: Class 27 contains 4595 members 
Mstep: Class 28 contains 12991 members 
Mstep: Class 29 contains 12623 members 
Mstep: Class 30 contains 5129 members 
Mstep: Class 31 contains 2922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147309168.000000 Penalty: 107539.679688
Iteration 44Q: 32 clusters Score -1.473092e+08 nChanged 11163
Entering Unmasked Mstep 
Mstep: Class 0 contains 216 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 15032 members 
Mstep: Class 3 contains 28845 members 
Mstep: Class 4 contains 42125 members 
Mstep: Class 5 contains 22607 members 
Mstep: Class 6 contains 14838 members 
Mstep: Class 7 contains 6885 members 
Mstep: Class 8 contains 37823 members 
Mstep: Class 9 contains 29476 members 
Mstep: Class 10 contains 13080 members 
Mstep: Class 11 contains 4383 members 
Mstep: Class 12 contains 252786 members 
Mstep: Class 13 contains 18906 members 
Mstep: Class 14 contains 13493 members 
Mstep: Class 15 contains 203893 members 
Mstep: Class 16 contains 5904 members 
Mstep: Class 17 contains 54778 members 
Mstep: Class 18 contains 9221 members 
Mstep: Class 19 contains 184245 members 
Mstep: Class 20 contains 52666 members 
Mstep: Class 21 contains 15606 members 
Mstep: Class 22 contains 1679 members 
Mstep: Class 23 contains 10015 members 
Mstep: Class 24 contains 4169 members 
Mstep: Class 25 contains 17523 members 
Mstep: Class 26 contains 81318 members 
Mstep: Class 27 contains 4756 members 
Mstep: Class 28 contains 13110 members 
Mstep: Class 29 contains 13137 members 
Mstep: Class 30 contains 5469 members 
Mstep: Class 31 contains 2986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147313056.000000 Penalty: 107539.679688
Iteration 45Q: 32 clusters Score -1.473131e+08 nChanged 10333
Entering Unmasked Mstep 
Mstep: Class 0 contains 216 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 15083 members 
Mstep: Class 3 contains 28909 members 
Mstep: Class 4 contains 41493 members 
Mstep: Class 5 contains 22660 members 
Mstep: Class 6 contains 14815 members 
Mstep: Class 7 contains 6710 members 
Mstep: Class 8 contains 38079 members 
Mstep: Class 9 contains 29555 members 
Mstep: Class 10 contains 13057 members 
Mstep: Class 11 contains 4394 members 
Mstep: Class 12 contains 250060 members 
Mstep: Class 13 contains 18832 members 
Mstep: Class 14 contains 13674 members 
Mstep: Class 15 contains 206844 members 
Mstep: Class 16 contains 6066 members 
Mstep: Class 17 contains 54566 members 
Mstep: Class 18 contains 9294 members 
Mstep: Class 19 contains 183650 members 
Mstep: Class 20 contains 52586 members 
Mstep: Class 21 contains 15631 members 
Mstep: Class 22 contains 1676 members 
Mstep: Class 23 contains 10155 members 
Mstep: Class 24 contains 4169 members 
Mstep: Class 25 contains 17215 members 
Mstep: Class 26 contains 80999 members 
Mstep: Class 27 contains 4881 members 
Mstep: Class 28 contains 13229 members 
Mstep: Class 29 contains 13714 members 
Mstep: Class 30 contains 5769 members 
Mstep: Class 31 contains 3011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147316544.000000 Penalty: 107539.679688
Iteration 46Q: 32 clusters Score -1.473165e+08 nChanged 9613
Entering Unmasked Mstep 
Mstep: Class 0 contains 216 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 15134 members 
Mstep: Class 3 contains 28912 members 
Mstep: Class 4 contains 40948 members 
Mstep: Class 5 contains 22735 members 
Mstep: Class 6 contains 14802 members 
Mstep: Class 7 contains 6519 members 
Mstep: Class 8 contains 38352 members 
Mstep: Class 9 contains 29633 members 
Mstep: Class 10 contains 13020 members 
Mstep: Class 11 contains 4406 members 
Mstep: Class 12 contains 247725 members 
Mstep: Class 13 contains 18733 members 
Mstep: Class 14 contains 13799 members 
Mstep: Class 15 contains 209498 members 
Mstep: Class 16 contains 6233 members 
Mstep: Class 17 contains 54359 members 
Mstep: Class 18 contains 9355 members 
Mstep: Class 19 contains 183119 members 
Mstep: Class 20 contains 52550 members 
Mstep: Class 21 contains 15629 members 
Mstep: Class 22 contains 1673 members 
Mstep: Class 23 contains 10272 members 
Mstep: Class 24 contains 4169 members 
Mstep: Class 25 contains 16941 members 
Mstep: Class 26 contains 80637 members 
Mstep: Class 27 contains 5001 members 
Mstep: Class 28 contains 13333 members 
Mstep: Class 29 contains 14258 members 
Mstep: Class 30 contains 6025 members 
Mstep: Class 31 contains 3025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147319104.000000 Penalty: 107539.679688
Iteration 47Q: 32 clusters Score -1.473191e+08 nChanged 9092
Entering Unmasked Mstep 
Mstep: Class 0 contains 216 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 15184 members 
Mstep: Class 3 contains 28883 members 
Mstep: Class 4 contains 40438 members 
Mstep: Class 5 contains 22809 members 
Mstep: Class 6 contains 14803 members 
Mstep: Class 7 contains 6283 members 
Mstep: Class 8 contains 38549 members 
Mstep: Class 9 contains 29724 members 
Mstep: Class 10 contains 12987 members 
Mstep: Class 11 contains 4409 members 
Mstep: Class 12 contains 245554 members 
Mstep: Class 13 contains 18596 members 
Mstep: Class 14 contains 13904 members 
Mstep: Class 15 contains 212039 members 
Mstep: Class 16 contains 6403 members 
Mstep: Class 17 contains 54167 members 
Mstep: Class 18 contains 9400 members 
Mstep: Class 19 contains 182593 members 
Mstep: Class 20 contains 52508 members 
Mstep: Class 21 contains 15661 members 
Mstep: Class 22 contains 1672 members 
Mstep: Class 23 contains 10375 members 
Mstep: Class 24 contains 4169 members 
Mstep: Class 25 contains 16731 members 
Mstep: Class 26 contains 80264 members 
Mstep: Class 27 contains 5131 members 
Mstep: Class 28 contains 13420 members 
Mstep: Class 29 contains 14845 members 
Mstep: Class 30 contains 6264 members 
Mstep: Class 31 contains 3023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147321328.000000 Penalty: 107539.679688
Iteration 48Q: 32 clusters Score -1.473213e+08 nChanged 8403
Entering Unmasked Mstep 
Mstep: Class 0 contains 216 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 15235 members 
Mstep: Class 3 contains 28830 members 
Mstep: Class 4 contains 40007 members 
Mstep: Class 5 contains 22865 members 
Mstep: Class 6 contains 14798 members 
Mstep: Class 7 contains 6048 members 
Mstep: Class 8 contains 38751 members 
Mstep: Class 9 contains 29805 members 
Mstep: Class 10 contains 12972 members 
Mstep: Class 11 contains 4410 members 
Mstep: Class 12 contains 243563 members 
Mstep: Class 13 contains 18489 members 
Mstep: Class 14 contains 13981 members 
Mstep: Class 15 contains 214303 members 
Mstep: Class 16 contains 6595 members 
Mstep: Class 17 contains 53972 members 
Mstep: Class 18 contains 9436 members 
Mstep: Class 19 contains 182159 members 
Mstep: Class 20 contains 52499 members 
Mstep: Class 21 contains 15702 members 
Mstep: Class 22 contains 1670 members 
Mstep: Class 23 contains 10460 members 
Mstep: Class 24 contains 4169 members 
Mstep: Class 25 contains 16552 members 
Mstep: Class 26 contains 79880 members 
Mstep: Class 27 contains 5251 members 
Mstep: Class 28 contains 13471 members 
Mstep: Class 29 contains 15372 members 
Mstep: Class 30 contains 6495 members 
Mstep: Class 31 contains 3029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147323088.000000 Penalty: 107539.679688
Iteration 49Q: 32 clusters Score -1.473231e+08 nChanged 7810
Entering Unmasked Mstep 
Mstep: Class 0 contains 216 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 15258 members 
Mstep: Class 3 contains 28808 members 
Mstep: Class 4 contains 39646 members 
Mstep: Class 5 contains 22915 members 
Mstep: Class 6 contains 14792 members 
Mstep: Class 7 contains 5837 members 
Mstep: Class 8 contains 38939 members 
Mstep: Class 9 contains 29875 members 
Mstep: Class 10 contains 12966 members 
Mstep: Class 11 contains 4415 members 
Mstep: Class 12 contains 241825 members 
Mstep: Class 13 contains 18383 members 
Mstep: Class 14 contains 14041 members 
Mstep: Class 15 contains 216300 members 
Mstep: Class 16 contains 6791 members 
Mstep: Class 17 contains 53774 members 
Mstep: Class 18 contains 9465 members 
Mstep: Class 19 contains 181772 members 
Mstep: Class 20 contains 52504 members 
Mstep: Class 21 contains 15710 members 
Mstep: Class 22 contains 1669 members 
Mstep: Class 23 contains 10532 members 
Mstep: Class 24 contains 4169 members 
Mstep: Class 25 contains 16394 members 
Mstep: Class 26 contains 79527 members 
Mstep: Class 27 contains 5369 members 
Mstep: Class 28 contains 13518 members 
Mstep: Class 29 contains 15787 members 
Mstep: Class 30 contains 6713 members 
Mstep: Class 31 contains 3035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147323872.000000 Penalty: 107539.679688
Iteration 50Q: 32 clusters Score -1.473239e+08 nChanged 7002
Entering Unmasked Mstep 
Mstep: Class 0 contains 216 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 15275 members 
Mstep: Class 3 contains 28798 members 
Mstep: Class 4 contains 39370 members 
Mstep: Class 5 contains 22968 members 
Mstep: Class 6 contains 14786 members 
Mstep: Class 7 contains 5633 members 
Mstep: Class 8 contains 39097 members 
Mstep: Class 9 contains 29920 members 
Mstep: Class 10 contains 12958 members 
Mstep: Class 11 contains 4416 members 
Mstep: Class 12 contains 240335 members 
Mstep: Class 13 contains 18320 members 
Mstep: Class 14 contains 14084 members 
Mstep: Class 15 contains 218032 members 
Mstep: Class 16 contains 6963 members 
Mstep: Class 17 contains 53609 members 
Mstep: Class 18 contains 9482 members 
Mstep: Class 19 contains 181454 members 
Mstep: Class 20 contains 52531 members 
Mstep: Class 21 contains 15733 members 
Mstep: Class 22 contains 1670 members 
Mstep: Class 23 contains 10596 members 
Mstep: Class 24 contains 4169 members 
Mstep: Class 25 contains 16254 members 
Mstep: Class 26 contains 79180 members 
Mstep: Class 27 contains 5489 members 
Mstep: Class 28 contains 13552 members 
Mstep: Class 29 contains 16062 members 
Mstep: Class 30 contains 6903 members 
Mstep: Class 31 contains 3038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147325232.000000 Penalty: 107539.679688
Iteration 51Q: 32 clusters Score -1.473252e+08 nChanged 6234
Entering Unmasked Mstep 
Mstep: Class 0 contains 216 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 15294 members 
Mstep: Class 3 contains 28768 members 
Mstep: Class 4 contains 39193 members 
Mstep: Class 5 contains 23028 members 
Mstep: Class 6 contains 14789 members 
Mstep: Class 7 contains 5442 members 
Mstep: Class 8 contains 39269 members 
Mstep: Class 9 contains 29981 members 
Mstep: Class 10 contains 12953 members 
Mstep: Class 11 contains 4417 members 
Mstep: Class 12 contains 239132 members 
Mstep: Class 13 contains 18211 members 
Mstep: Class 14 contains 14119 members 
Mstep: Class 15 contains 219545 members 
Mstep: Class 16 contains 7099 members 
Mstep: Class 17 contains 53463 members 
Mstep: Class 18 contains 9500 members 
Mstep: Class 19 contains 181100 members 
Mstep: Class 20 contains 52523 members 
Mstep: Class 21 contains 15746 members 
Mstep: Class 22 contains 1668 members 
Mstep: Class 23 contains 10666 members 
Mstep: Class 24 contains 4169 members 
Mstep: Class 25 contains 16126 members 
Mstep: Class 26 contains 78866 members 
Mstep: Class 27 contains 5623 members 
Mstep: Class 28 contains 13584 members 
Mstep: Class 29 contains 16224 members 
Mstep: Class 30 contains 7081 members 
Mstep: Class 31 contains 3037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147326352.000000 Penalty: 107539.679688
Iteration 52Q: 32 clusters Score -1.473264e+08 nChanged 5608
Entering Unmasked Mstep 
Mstep: Class 0 contains 216 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 15317 members 
Mstep: Class 3 contains 28758 members 
Mstep: Class 4 contains 39034 members 
Mstep: Class 5 contains 23093 members 
Mstep: Class 6 contains 14788 members 
Mstep: Class 7 contains 5292 members 
Mstep: Class 8 contains 39408 members 
Mstep: Class 9 contains 30046 members 
Mstep: Class 10 contains 12943 members 
Mstep: Class 11 contains 4418 members 
Mstep: Class 12 contains 238065 members 
Mstep: Class 13 contains 18122 members 
Mstep: Class 14 contains 14158 members 
Mstep: Class 15 contains 220823 members 
Mstep: Class 16 contains 7225 members 
Mstep: Class 17 contains 53325 members 
Mstep: Class 18 contains 9525 members 
Mstep: Class 19 contains 180748 members 
Mstep: Class 20 contains 52541 members 
Mstep: Class 21 contains 15771 members 
Mstep: Class 22 contains 1667 members 
Mstep: Class 23 contains 10724 members 
Mstep: Class 24 contains 4169 members 
Mstep: Class 25 contains 16003 members 
Mstep: Class 26 contains 78598 members 
Mstep: Class 27 contains 5791 members 
Mstep: Class 28 contains 13622 members 
Mstep: Class 29 contains 16326 members 
Mstep: Class 30 contains 7228 members 
Mstep: Class 31 contains 3038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147327424.000000 Penalty: 107539.679688
Iteration 53Q: 32 clusters Score -1.473274e+08 nChanged 4890
Entering Unmasked Mstep 
Mstep: Class 0 contains 216 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 15334 members 
Mstep: Class 3 contains 28728 members 
Mstep: Class 4 contains 38930 members 
Mstep: Class 5 contains 23154 members 
Mstep: Class 6 contains 14789 members 
Mstep: Class 7 contains 5181 members 
Mstep: Class 8 contains 39523 members 
Mstep: Class 9 contains 30086 members 
Mstep: Class 10 contains 12934 members 
Mstep: Class 11 contains 4420 members 
Mstep: Class 12 contains 237141 members 
Mstep: Class 13 contains 18037 members 
Mstep: Class 14 contains 14195 members 
Mstep: Class 15 contains 221972 members 
Mstep: Class 16 contains 7329 members 
Mstep: Class 17 contains 53188 members 
Mstep: Class 18 contains 9551 members 
Mstep: Class 19 contains 180411 members 
Mstep: Class 20 contains 52577 members 
Mstep: Class 21 contains 15768 members 
Mstep: Class 22 contains 1669 members 
Mstep: Class 23 contains 10788 members 
Mstep: Class 24 contains 4169 members 
Mstep: Class 25 contains 15895 members 
Mstep: Class 26 contains 78338 members 
Mstep: Class 27 contains 5933 members 
Mstep: Class 28 contains 13646 members 
Mstep: Class 29 contains 16426 members 
Mstep: Class 30 contains 7369 members 
Mstep: Class 31 contains 3036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147328496.000000 Penalty: 107539.679688
Iteration 54Q: 32 clusters Score -1.473285e+08 nChanged 4336
Entering Unmasked Mstep 
Mstep: Class 0 contains 216 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 15352 members 
Mstep: Class 3 contains 28713 members 
Mstep: Class 4 contains 38837 members 
Mstep: Class 5 contains 23196 members 
Mstep: Class 6 contains 14792 members 
Mstep: Class 7 contains 5067 members 
Mstep: Class 8 contains 39633 members 
Mstep: Class 9 contains 30118 members 
Mstep: Class 10 contains 12925 members 
Mstep: Class 11 contains 4425 members 
Mstep: Class 12 contains 236469 members 
Mstep: Class 13 contains 17954 members 
Mstep: Class 14 contains 14209 members 
Mstep: Class 15 contains 222876 members 
Mstep: Class 16 contains 7417 members 
Mstep: Class 17 contains 53071 members 
Mstep: Class 18 contains 9574 members 
Mstep: Class 19 contains 180103 members 
Mstep: Class 20 contains 52588 members 
Mstep: Class 21 contains 15762 members 
Mstep: Class 22 contains 1669 members 
Mstep: Class 23 contains 10844 members 
Mstep: Class 24 contains 4169 members 
Mstep: Class 25 contains 15812 members 
Mstep: Class 26 contains 78105 members 
Mstep: Class 27 contains 6074 members 
Mstep: Class 28 contains 13661 members 
Mstep: Class 29 contains 16511 members 
Mstep: Class 30 contains 7511 members 
Mstep: Class 31 contains 3032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147329648.000000 Penalty: 107539.679688
Iteration 55Q: 32 clusters Score -1.473296e+08 nChanged 3759
Entering Unmasked Mstep 
Mstep: Class 0 contains 216 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 15369 members 
Mstep: Class 3 contains 28696 members 
Mstep: Class 4 contains 38774 members 
Mstep: Class 5 contains 23237 members 
Mstep: Class 6 contains 14796 members 
Mstep: Class 7 contains 4971 members 
Mstep: Class 8 contains 39731 members 
Mstep: Class 9 contains 30146 members 
Mstep: Class 10 contains 12916 members 
Mstep: Class 11 contains 4426 members 
Mstep: Class 12 contains 236021 members 
Mstep: Class 13 contains 17884 members 
Mstep: Class 14 contains 14222 members 
Mstep: Class 15 contains 223555 members 
Mstep: Class 16 contains 7498 members 
Mstep: Class 17 contains 52971 members 
Mstep: Class 18 contains 9590 members 
Mstep: Class 19 contains 179780 members 
Mstep: Class 20 contains 52634 members 
Mstep: Class 21 contains 15754 members 
Mstep: Class 22 contains 1667 members 
Mstep: Class 23 contains 10902 members 
Mstep: Class 24 contains 4168 members 
Mstep: Class 25 contains 15740 members 
Mstep: Class 26 contains 77863 members 
Mstep: Class 27 contains 6212 members 
Mstep: Class 28 contains 13681 members 
Mstep: Class 29 contains 16574 members 
Mstep: Class 30 contains 7619 members 
Mstep: Class 31 contains 3032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147329120.000000 Penalty: 107539.679688
Iteration 56Q: 32 clusters Score -1.473291e+08 nChanged 3282
Entering Unmasked Mstep 
Mstep: Class 0 contains 216 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 15387 members 
Mstep: Class 3 contains 28664 members 
Mstep: Class 4 contains 38742 members 
Mstep: Class 5 contains 23274 members 
Mstep: Class 6 contains 14781 members 
Mstep: Class 7 contains 4881 members 
Mstep: Class 8 contains 39815 members 
Mstep: Class 9 contains 30179 members 
Mstep: Class 10 contains 12909 members 
Mstep: Class 11 contains 4429 members 
Mstep: Class 12 contains 235724 members 
Mstep: Class 13 contains 17848 members 
Mstep: Class 14 contains 14232 members 
Mstep: Class 15 contains 224037 members 
Mstep: Class 16 contains 7562 members 
Mstep: Class 17 contains 52881 members 
Mstep: Class 18 contains 9606 members 
Mstep: Class 19 contains 179462 members 
Mstep: Class 20 contains 52648 members 
Mstep: Class 21 contains 15751 members 
Mstep: Class 22 contains 1672 members 
Mstep: Class 23 contains 10949 members 
Mstep: Class 24 contains 4168 members 
Mstep: Class 25 contains 15685 members 
Mstep: Class 26 contains 77655 members 
Mstep: Class 27 contains 6359 members 
Mstep: Class 28 contains 13703 members 
Mstep: Class 29 contains 16621 members 
Mstep: Class 30 contains 7723 members 
Mstep: Class 31 contains 3042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147329392.000000 Penalty: 107539.679688
Iteration 57Q: 32 clusters Score -1.473294e+08 nChanged 2900
Entering Unmasked Mstep 
Mstep: Class 0 contains 216 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 15409 members 
Mstep: Class 3 contains 28632 members 
Mstep: Class 4 contains 38731 members 
Mstep: Class 5 contains 23299 members 
Mstep: Class 6 contains 14780 members 
Mstep: Class 7 contains 4803 members 
Mstep: Class 8 contains 39891 members 
Mstep: Class 9 contains 30199 members 
Mstep: Class 10 contains 12898 members 
Mstep: Class 11 contains 4432 members 
Mstep: Class 12 contains 235468 members 
Mstep: Class 13 contains 17821 members 
Mstep: Class 14 contains 14241 members 
Mstep: Class 15 contains 224388 members 
Mstep: Class 16 contains 7623 members 
Mstep: Class 17 contains 52814 members 
Mstep: Class 18 contains 9617 members 
Mstep: Class 19 contains 179180 members 
Mstep: Class 20 contains 52660 members 
Mstep: Class 21 contains 15736 members 
Mstep: Class 22 contains 1671 members 
Mstep: Class 23 contains 11000 members 
Mstep: Class 24 contains 4168 members 
Mstep: Class 25 contains 15636 members 
Mstep: Class 26 contains 77499 members 
Mstep: Class 27 contains 6520 members 
Mstep: Class 28 contains 13723 members 
Mstep: Class 29 contains 16654 members 
Mstep: Class 30 contains 7826 members 
Mstep: Class 31 contains 3044 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147330064.000000 Penalty: 107539.679688
Iteration 58Q: 32 clusters Score -1.473301e+08 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 216 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 15438 members 
Mstep: Class 3 contains 28588 members 
Mstep: Class 4 contains 38707 members 
Mstep: Class 5 contains 23296 members 
Mstep: Class 6 contains 14775 members 
Mstep: Class 7 contains 4739 members 
Mstep: Class 8 contains 39955 members 
Mstep: Class 9 contains 30233 members 
Mstep: Class 10 contains 12882 members 
Mstep: Class 11 contains 4437 members 
Mstep: Class 12 contains 235240 members 
Mstep: Class 13 contains 17789 members 
Mstep: Class 14 contains 14249 members 
Mstep: Class 15 contains 224700 members 
Mstep: Class 16 contains 7688 members 
Mstep: Class 17 contains 52756 members 
Mstep: Class 18 contains 9626 members 
Mstep: Class 19 contains 178937 members 
Mstep: Class 20 contains 52659 members 
Mstep: Class 21 contains 15726 members 
Mstep: Class 22 contains 1669 members 
Mstep: Class 23 contains 11044 members 
Mstep: Class 24 contains 4168 members 
Mstep: Class 25 contains 15595 members 
Mstep: Class 26 contains 77375 members 
Mstep: Class 27 contains 6690 members 
Mstep: Class 28 contains 13740 members 
Mstep: Class 29 contains 16681 members 
Mstep: Class 30 contains 7914 members 
Mstep: Class 31 contains 3051 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147329920.000000 Penalty: 107539.679688
Iteration 59Q: 32 clusters Score -1.473299e+08 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 216 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 15454 members 
Mstep: Class 3 contains 28537 members 
Mstep: Class 4 contains 38692 members 
Mstep: Class 5 contains 23308 members 
Mstep: Class 6 contains 14775 members 
Mstep: Class 7 contains 4689 members 
Mstep: Class 8 contains 40015 members 
Mstep: Class 9 contains 30273 members 
Mstep: Class 10 contains 12886 members 
Mstep: Class 11 contains 4440 members 
Mstep: Class 12 contains 235100 members 
Mstep: Class 13 contains 17730 members 
Mstep: Class 14 contains 14260 members 
Mstep: Class 15 contains 224893 members 
Mstep: Class 16 contains 7735 members 
Mstep: Class 17 contains 52682 members 
Mstep: Class 18 contains 9631 members 
Mstep: Class 19 contains 178745 members 
Mstep: Class 20 contains 52654 members 
Mstep: Class 21 contains 15724 members 
Mstep: Class 22 contains 1668 members 
Mstep: Class 23 contains 11072 members 
Mstep: Class 24 contains 4168 members 
Mstep: Class 25 contains 15554 members 
Mstep: Class 26 contains 77281 members 
Mstep: Class 27 contains 6848 members 
Mstep: Class 28 contains 13755 members 
Mstep: Class 29 contains 16714 members 
Mstep: Class 30 contains 7989 members 
Mstep: Class 31 contains 3052 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147331344.000000 Penalty: 107539.679688
Iteration 60F: 32 clusters Score -1.473313e+08 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 153 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 15471 members 
Mstep: Class 3 contains 28492 members 
Mstep: Class 4 contains 38646 members 
Mstep: Class 5 contains 23312 members 
Mstep: Class 6 contains 14753 members 
Mstep: Class 7 contains 4603 members 
Mstep: Class 8 contains 40008 members 
Mstep: Class 9 contains 30289 members 
Mstep: Class 10 contains 12887 members 
Mstep: Class 11 contains 4443 members 
Mstep: Class 12 contains 234957 members 
Mstep: Class 13 contains 17649 members 
Mstep: Class 14 contains 14272 members 
Mstep: Class 15 contains 225103 members 
Mstep: Class 16 contains 7847 members 
Mstep: Class 17 contains 52534 members 
Mstep: Class 18 contains 9632 members 
Mstep: Class 19 contains 178539 members 
Mstep: Class 20 contains 52643 members 
Mstep: Class 21 contains 15723 members 
Mstep: Class 22 contains 1731 members 
Mstep: Class 23 contains 11092 members 
Mstep: Class 24 contains 4167 members 
Mstep: Class 25 contains 15514 members 
Mstep: Class 26 contains 77208 members 
Mstep: Class 27 contains 7010 members 
Mstep: Class 28 contains 13773 members 
Mstep: Class 29 contains 16952 members 
Mstep: Class 30 contains 8062 members 
Mstep: Class 31 contains 3075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147331984.000000 Penalty: 107539.679688
Iteration 61Q: 32 clusters Score -1.47332e+08 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 15490 members 
Mstep: Class 3 contains 28450 members 
Mstep: Class 4 contains 38588 members 
Mstep: Class 5 contains 23325 members 
Mstep: Class 6 contains 14760 members 
Mstep: Class 7 contains 4521 members 
Mstep: Class 8 contains 40043 members 
Mstep: Class 9 contains 30309 members 
Mstep: Class 10 contains 12891 members 
Mstep: Class 11 contains 4442 members 
Mstep: Class 12 contains 234801 members 
Mstep: Class 13 contains 17560 members 
Mstep: Class 14 contains 14271 members 
Mstep: Class 15 contains 225259 members 
Mstep: Class 16 contains 7951 members 
Mstep: Class 17 contains 52390 members 
Mstep: Class 18 contains 9637 members 
Mstep: Class 19 contains 178368 members 
Mstep: Class 20 contains 52641 members 
Mstep: Class 21 contains 15750 members 
Mstep: Class 22 contains 1728 members 
Mstep: Class 23 contains 11103 members 
Mstep: Class 24 contains 4167 members 
Mstep: Class 25 contains 15488 members 
Mstep: Class 26 contains 77137 members 
Mstep: Class 27 contains 7184 members 
Mstep: Class 28 contains 13783 members 
Mstep: Class 29 contains 17162 members 
Mstep: Class 30 contains 8118 members 
Mstep: Class 31 contains 3072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147332208.000000 Penalty: 107539.679688
Iteration 62Q: 32 clusters Score -1.473322e+08 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 15490 members 
Mstep: Class 3 contains 28407 members 
Mstep: Class 4 contains 38536 members 
Mstep: Class 5 contains 23344 members 
Mstep: Class 6 contains 14759 members 
Mstep: Class 7 contains 4460 members 
Mstep: Class 8 contains 40079 members 
Mstep: Class 9 contains 30336 members 
Mstep: Class 10 contains 12908 members 
Mstep: Class 11 contains 4441 members 
Mstep: Class 12 contains 234668 members 
Mstep: Class 13 contains 17501 members 
Mstep: Class 14 contains 14280 members 
Mstep: Class 15 contains 225362 members 
Mstep: Class 16 contains 8003 members 
Mstep: Class 17 contains 52263 members 
Mstep: Class 18 contains 9642 members 
Mstep: Class 19 contains 178202 members 
Mstep: Class 20 contains 52647 members 
Mstep: Class 21 contains 15765 members 
Mstep: Class 22 contains 1726 members 
Mstep: Class 23 contains 11116 members 
Mstep: Class 24 contains 4167 members 
Mstep: Class 25 contains 15465 members 
Mstep: Class 26 contains 77082 members 
Mstep: Class 27 contains 7364 members 
Mstep: Class 28 contains 13807 members 
Mstep: Class 29 contains 17314 members 
Mstep: Class 30 contains 8168 members 
Mstep: Class 31 contains 3072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147332192.000000 Penalty: 107539.679688
Iteration 63Q: 32 clusters Score -1.473322e+08 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 15491 members 
Mstep: Class 3 contains 28377 members 
Mstep: Class 4 contains 38473 members 
Mstep: Class 5 contains 23352 members 
Mstep: Class 6 contains 14770 members 
Mstep: Class 7 contains 4416 members 
Mstep: Class 8 contains 40110 members 
Mstep: Class 9 contains 30354 members 
Mstep: Class 10 contains 12918 members 
Mstep: Class 11 contains 4441 members 
Mstep: Class 12 contains 234606 members 
Mstep: Class 13 contains 17435 members 
Mstep: Class 14 contains 14287 members 
Mstep: Class 15 contains 225416 members 
Mstep: Class 16 contains 8042 members 
Mstep: Class 17 contains 52141 members 
Mstep: Class 18 contains 9649 members 
Mstep: Class 19 contains 178050 members 
Mstep: Class 20 contains 52669 members 
Mstep: Class 21 contains 15785 members 
Mstep: Class 22 contains 1725 members 
Mstep: Class 23 contains 11137 members 
Mstep: Class 24 contains 4167 members 
Mstep: Class 25 contains 15449 members 
Mstep: Class 26 contains 77039 members 
Mstep: Class 27 contains 7529 members 
Mstep: Class 28 contains 13824 members 
Mstep: Class 29 contains 17431 members 
Mstep: Class 30 contains 8217 members 
Mstep: Class 31 contains 3063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147331712.000000 Penalty: 107539.679688
Iteration 64Q: 32 clusters Score -1.473317e+08 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 15490 members 
Mstep: Class 3 contains 28362 members 
Mstep: Class 4 contains 38433 members 
Mstep: Class 5 contains 23364 members 
Mstep: Class 6 contains 14763 members 
Mstep: Class 7 contains 4384 members 
Mstep: Class 8 contains 40136 members 
Mstep: Class 9 contains 30369 members 
Mstep: Class 10 contains 12929 members 
Mstep: Class 11 contains 4442 members 
Mstep: Class 12 contains 234556 members 
Mstep: Class 13 contains 17395 members 
Mstep: Class 14 contains 14296 members 
Mstep: Class 15 contains 225410 members 
Mstep: Class 16 contains 8091 members 
Mstep: Class 17 contains 52021 members 
Mstep: Class 18 contains 9654 members 
Mstep: Class 19 contains 177921 members 
Mstep: Class 20 contains 52687 members 
Mstep: Class 21 contains 15804 members 
Mstep: Class 22 contains 1727 members 
Mstep: Class 23 contains 11160 members 
Mstep: Class 24 contains 4167 members 
Mstep: Class 25 contains 15436 members 
Mstep: Class 26 contains 77001 members 
Mstep: Class 27 contains 7673 members 
Mstep: Class 28 contains 13844 members 
Mstep: Class 29 contains 17522 members 
Mstep: Class 30 contains 8259 members 
Mstep: Class 31 contains 3067 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147332416.000000 Penalty: 107539.679688
Iteration 65Q: 32 clusters Score -1.473324e+08 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 15496 members 
Mstep: Class 3 contains 28341 members 
Mstep: Class 4 contains 38418 members 
Mstep: Class 5 contains 23372 members 
Mstep: Class 6 contains 14763 members 
Mstep: Class 7 contains 4360 members 
Mstep: Class 8 contains 40163 members 
Mstep: Class 9 contains 30396 members 
Mstep: Class 10 contains 12936 members 
Mstep: Class 11 contains 4442 members 
Mstep: Class 12 contains 234536 members 
Mstep: Class 13 contains 17343 members 
Mstep: Class 14 contains 14302 members 
Mstep: Class 15 contains 225396 members 
Mstep: Class 16 contains 8142 members 
Mstep: Class 17 contains 51914 members 
Mstep: Class 18 contains 9657 members 
Mstep: Class 19 contains 177792 members 
Mstep: Class 20 contains 52705 members 
Mstep: Class 21 contains 15814 members 
Mstep: Class 22 contains 1725 members 
Mstep: Class 23 contains 11181 members 
Mstep: Class 24 contains 4167 members 
Mstep: Class 25 contains 15421 members 
Mstep: Class 26 contains 76974 members 
Mstep: Class 27 contains 7789 members 
Mstep: Class 28 contains 13865 members 
Mstep: Class 29 contains 17590 members 
Mstep: Class 30 contains 8298 members 
Mstep: Class 31 contains 3069 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147332176.000000 Penalty: 107539.679688
Iteration 66Q: 32 clusters Score -1.473322e+08 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 15503 members 
Mstep: Class 3 contains 28315 members 
Mstep: Class 4 contains 38408 members 
Mstep: Class 5 contains 23392 members 
Mstep: Class 6 contains 14764 members 
Mstep: Class 7 contains 4347 members 
Mstep: Class 8 contains 40199 members 
Mstep: Class 9 contains 30428 members 
Mstep: Class 10 contains 12946 members 
Mstep: Class 11 contains 4442 members 
Mstep: Class 12 contains 234499 members 
Mstep: Class 13 contains 17318 members 
Mstep: Class 14 contains 14305 members 
Mstep: Class 15 contains 225385 members 
Mstep: Class 16 contains 8186 members 
Mstep: Class 17 contains 51809 members 
Mstep: Class 18 contains 9663 members 
Mstep: Class 19 contains 177663 members 
Mstep: Class 20 contains 52707 members 
Mstep: Class 21 contains 15808 members 
Mstep: Class 22 contains 1728 members 
Mstep: Class 23 contains 11199 members 
Mstep: Class 24 contains 4167 members 
Mstep: Class 25 contains 15402 members 
Mstep: Class 26 contains 76961 members 
Mstep: Class 27 contains 7925 members 
Mstep: Class 28 contains 13878 members 
Mstep: Class 29 contains 17636 members 
Mstep: Class 30 contains 8324 members 
Mstep: Class 31 contains 3066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147331632.000000 Penalty: 107539.679688
Iteration 67Q: 32 clusters Score -1.473316e+08 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 15513 members 
Mstep: Class 3 contains 28290 members 
Mstep: Class 4 contains 38396 members 
Mstep: Class 5 contains 23396 members 
Mstep: Class 6 contains 14763 members 
Mstep: Class 7 contains 4340 members 
Mstep: Class 8 contains 40241 members 
Mstep: Class 9 contains 30448 members 
Mstep: Class 10 contains 12946 members 
Mstep: Class 11 contains 4442 members 
Mstep: Class 12 contains 234453 members 
Mstep: Class 13 contains 17273 members 
Mstep: Class 14 contains 14306 members 
Mstep: Class 15 contains 225343 members 
Mstep: Class 16 contains 8231 members 
Mstep: Class 17 contains 51717 members 
Mstep: Class 18 contains 9667 members 
Mstep: Class 19 contains 177558 members 
Mstep: Class 20 contains 52714 members 
Mstep: Class 21 contains 15817 members 
Mstep: Class 22 contains 1725 members 
Mstep: Class 23 contains 11221 members 
Mstep: Class 24 contains 4167 members 
Mstep: Class 25 contains 15390 members 
Mstep: Class 26 contains 76944 members 
Mstep: Class 27 contains 8095 members 
Mstep: Class 28 contains 13898 members 
Mstep: Class 29 contains 17664 members 
Mstep: Class 30 contains 8352 members 
Mstep: Class 31 contains 3069 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147331808.000000 Penalty: 107539.679688
Iteration 68Q: 32 clusters Score -1.473318e+08 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 15522 members 
Mstep: Class 3 contains 28259 members 
Mstep: Class 4 contains 38398 members 
Mstep: Class 5 contains 23406 members 
Mstep: Class 6 contains 14755 members 
Mstep: Class 7 contains 4337 members 
Mstep: Class 8 contains 40265 members 
Mstep: Class 9 contains 30463 members 
Mstep: Class 10 contains 12956 members 
Mstep: Class 11 contains 4441 members 
Mstep: Class 12 contains 234419 members 
Mstep: Class 13 contains 17227 members 
Mstep: Class 14 contains 14314 members 
Mstep: Class 15 contains 225289 members 
Mstep: Class 16 contains 8258 members 
Mstep: Class 17 contains 51626 members 
Mstep: Class 18 contains 9672 members 
Mstep: Class 19 contains 177479 members 
Mstep: Class 20 contains 52714 members 
Mstep: Class 21 contains 15818 members 
Mstep: Class 22 contains 1727 members 
Mstep: Class 23 contains 11240 members 
Mstep: Class 24 contains 4167 members 
Mstep: Class 25 contains 15386 members 
Mstep: Class 26 contains 76940 members 
Mstep: Class 27 contains 8240 members 
Mstep: Class 28 contains 13916 members 
Mstep: Class 29 contains 17695 members 
Mstep: Class 30 contains 8380 members 
Mstep: Class 31 contains 3075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147332496.000000 Penalty: 107539.679688
Iteration 69Q: 32 clusters Score -1.473325e+08 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 15528 members 
Mstep: Class 3 contains 28236 members 
Mstep: Class 4 contains 38399 members 
Mstep: Class 5 contains 23425 members 
Mstep: Class 6 contains 14756 members 
Mstep: Class 7 contains 4335 members 
Mstep: Class 8 contains 40311 members 
Mstep: Class 9 contains 30479 members 
Mstep: Class 10 contains 12961 members 
Mstep: Class 11 contains 4440 members 
Mstep: Class 12 contains 234370 members 
Mstep: Class 13 contains 17166 members 
Mstep: Class 14 contains 14318 members 
Mstep: Class 15 contains 225210 members 
Mstep: Class 16 contains 8300 members 
Mstep: Class 17 contains 51561 members 
Mstep: Class 18 contains 9674 members 
Mstep: Class 19 contains 177400 members 
Mstep: Class 20 contains 52719 members 
Mstep: Class 21 contains 15823 members 
Mstep: Class 22 contains 1727 members 
Mstep: Class 23 contains 11251 members 
Mstep: Class 24 contains 4167 members 
Mstep: Class 25 contains 15383 members 
Mstep: Class 26 contains 76936 members 
Mstep: Class 27 contains 8392 members 
Mstep: Class 28 contains 13920 members 
Mstep: Class 29 contains 17724 members 
Mstep: Class 30 contains 8410 members 
Mstep: Class 31 contains 3074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147332832.000000 Penalty: 107539.679688
Iteration 70Q: 32 clusters Score -1.473328e+08 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 15529 members 
Mstep: Class 3 contains 28235 members 
Mstep: Class 4 contains 38407 members 
Mstep: Class 5 contains 23447 members 
Mstep: Class 6 contains 14757 members 
Mstep: Class 7 contains 4335 members 
Mstep: Class 8 contains 40348 members 
Mstep: Class 9 contains 30482 members 
Mstep: Class 10 contains 12971 members 
Mstep: Class 11 contains 4442 members 
Mstep: Class 12 contains 234322 members 
Mstep: Class 13 contains 17124 members 
Mstep: Class 14 contains 14319 members 
Mstep: Class 15 contains 225123 members 
Mstep: Class 16 contains 8339 members 
Mstep: Class 17 contains 51504 members 
Mstep: Class 18 contains 9675 members 
Mstep: Class 19 contains 177352 members 
Mstep: Class 20 contains 52710 members 
Mstep: Class 21 contains 15833 members 
Mstep: Class 22 contains 1728 members 
Mstep: Class 23 contains 11257 members 
Mstep: Class 24 contains 4167 members 
Mstep: Class 25 contains 15369 members 
Mstep: Class 26 contains 76930 members 
Mstep: Class 27 contains 8533 members 
Mstep: Class 28 contains 13924 members 
Mstep: Class 29 contains 17739 members 
Mstep: Class 30 contains 8434 members 
Mstep: Class 31 contains 3072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147332960.000000 Penalty: 107539.679688
Iteration 71Q: 32 clusters Score -1.47333e+08 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 15531 members 
Mstep: Class 3 contains 28224 members 
Mstep: Class 4 contains 38418 members 
Mstep: Class 5 contains 23467 members 
Mstep: Class 6 contains 14755 members 
Mstep: Class 7 contains 4333 members 
Mstep: Class 8 contains 40415 members 
Mstep: Class 9 contains 30491 members 
Mstep: Class 10 contains 12980 members 
Mstep: Class 11 contains 4442 members 
Mstep: Class 12 contains 234271 members 
Mstep: Class 13 contains 17091 members 
Mstep: Class 14 contains 14319 members 
Mstep: Class 15 contains 225053 members 
Mstep: Class 16 contains 8362 members 
Mstep: Class 17 contains 51462 members 
Mstep: Class 18 contains 9675 members 
Mstep: Class 19 contains 177288 members 
Mstep: Class 20 contains 52704 members 
Mstep: Class 21 contains 15829 members 
Mstep: Class 22 contains 1727 members 
Mstep: Class 23 contains 11265 members 
Mstep: Class 24 contains 4167 members 
Mstep: Class 25 contains 15357 members 
Mstep: Class 26 contains 76921 members 
Mstep: Class 27 contains 8666 members 
Mstep: Class 28 contains 13922 members 
Mstep: Class 29 contains 17759 members 
Mstep: Class 30 contains 8447 members 
Mstep: Class 31 contains 3076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147332608.000000 Penalty: 107539.679688
Iteration 72Q: 32 clusters Score -1.473326e+08 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 15535 members 
Mstep: Class 3 contains 28213 members 
Mstep: Class 4 contains 38433 members 
Mstep: Class 5 contains 23481 members 
Mstep: Class 6 contains 14754 members 
Mstep: Class 7 contains 4330 members 
Mstep: Class 8 contains 40454 members 
Mstep: Class 9 contains 30501 members 
Mstep: Class 10 contains 12988 members 
Mstep: Class 11 contains 4443 members 
Mstep: Class 12 contains 234259 members 
Mstep: Class 13 contains 17060 members 
Mstep: Class 14 contains 14321 members 
Mstep: Class 15 contains 224971 members 
Mstep: Class 16 contains 8379 members 
Mstep: Class 17 contains 51430 members 
Mstep: Class 18 contains 9677 members 
Mstep: Class 19 contains 177224 members 
Mstep: Class 20 contains 52717 members 
Mstep: Class 21 contains 15831 members 
Mstep: Class 22 contains 1726 members 
Mstep: Class 23 contains 11273 members 
Mstep: Class 24 contains 4167 members 
Mstep: Class 25 contains 15343 members 
Mstep: Class 26 contains 76912 members 
Mstep: Class 27 contains 8779 members 
Mstep: Class 28 contains 13918 members 
Mstep: Class 29 contains 17764 members 
Mstep: Class 30 contains 8467 members 
Mstep: Class 31 contains 3078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147332144.000000 Penalty: 107539.679688
Iteration 73Q: 32 clusters Score -1.473321e+08 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 15537 members 
Mstep: Class 3 contains 28207 members 
Mstep: Class 4 contains 38432 members 
Mstep: Class 5 contains 23496 members 
Mstep: Class 6 contains 14737 members 
Mstep: Class 7 contains 4328 members 
Mstep: Class 8 contains 40497 members 
Mstep: Class 9 contains 30511 members 
Mstep: Class 10 contains 12995 members 
Mstep: Class 11 contains 4443 members 
Mstep: Class 12 contains 234270 members 
Mstep: Class 13 contains 17019 members 
Mstep: Class 14 contains 14324 members 
Mstep: Class 15 contains 224893 members 
Mstep: Class 16 contains 8403 members 
Mstep: Class 17 contains 51393 members 
Mstep: Class 18 contains 9678 members 
Mstep: Class 19 contains 177161 members 
Mstep: Class 20 contains 52714 members 
Mstep: Class 21 contains 15832 members 
Mstep: Class 22 contains 1726 members 
Mstep: Class 23 contains 11284 members 
Mstep: Class 24 contains 4167 members 
Mstep: Class 25 contains 15340 members 
Mstep: Class 26 contains 76901 members 
Mstep: Class 27 contains 8878 members 
Mstep: Class 28 contains 13916 members 
Mstep: Class 29 contains 17769 members 
Mstep: Class 30 contains 8488 members 
Mstep: Class 31 contains 3094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147332272.000000 Penalty: 107539.679688
Iteration 74Q: 32 clusters Score -1.473323e+08 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 15534 members 
Mstep: Class 3 contains 28199 members 
Mstep: Class 4 contains 38460 members 
Mstep: Class 5 contains 23506 members 
Mstep: Class 6 contains 14736 members 
Mstep: Class 7 contains 4324 members 
Mstep: Class 8 contains 40511 members 
Mstep: Class 9 contains 30519 members 
Mstep: Class 10 contains 13009 members 
Mstep: Class 11 contains 4441 members 
Mstep: Class 12 contains 234266 members 
Mstep: Class 13 contains 16990 members 
Mstep: Class 14 contains 14324 members 
Mstep: Class 15 contains 224802 members 
Mstep: Class 16 contains 8424 members 
Mstep: Class 17 contains 51372 members 
Mstep: Class 18 contains 9678 members 
Mstep: Class 19 contains 177108 members 
Mstep: Class 20 contains 52711 members 
Mstep: Class 21 contains 15838 members 
Mstep: Class 22 contains 1728 members 
Mstep: Class 23 contains 11295 members 
Mstep: Class 24 contains 4167 members 
Mstep: Class 25 contains 15335 members 
Mstep: Class 26 contains 76900 members 
Mstep: Class 27 contains 8978 members 
Mstep: Class 28 contains 13921 members 
Mstep: Class 29 contains 17771 members 
Mstep: Class 30 contains 8494 members 
Mstep: Class 31 contains 3093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147332416.000000 Penalty: 107539.679688
Iteration 75Q: 32 clusters Score -1.473324e+08 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 15536 members 
Mstep: Class 3 contains 28172 members 
Mstep: Class 4 contains 38482 members 
Mstep: Class 5 contains 23511 members 
Mstep: Class 6 contains 14729 members 
Mstep: Class 7 contains 4321 members 
Mstep: Class 8 contains 40531 members 
Mstep: Class 9 contains 30522 members 
Mstep: Class 10 contains 13021 members 
Mstep: Class 11 contains 4440 members 
Mstep: Class 12 contains 234228 members 
Mstep: Class 13 contains 16966 members 
Mstep: Class 14 contains 14326 members 
Mstep: Class 15 contains 224748 members 
Mstep: Class 16 contains 8442 members 
Mstep: Class 17 contains 51344 members 
Mstep: Class 18 contains 9677 members 
Mstep: Class 19 contains 177070 members 
Mstep: Class 20 contains 52707 members 
Mstep: Class 21 contains 15846 members 
Mstep: Class 22 contains 1728 members 
Mstep: Class 23 contains 11309 members 
Mstep: Class 24 contains 4167 members 
Mstep: Class 25 contains 15328 members 
Mstep: Class 26 contains 76899 members 
Mstep: Class 27 contains 9085 members 
Mstep: Class 28 contains 13921 members 
Mstep: Class 29 contains 17775 members 
Mstep: Class 30 contains 8505 members 
Mstep: Class 31 contains 3100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147332512.000000 Penalty: 107539.679688
Iteration 76Q: 32 clusters Score -1.473325e+08 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 15537 members 
Mstep: Class 3 contains 28152 members 
Mstep: Class 4 contains 38502 members 
Mstep: Class 5 contains 23509 members 
Mstep: Class 6 contains 14729 members 
Mstep: Class 7 contains 4317 members 
Mstep: Class 8 contains 40568 members 
Mstep: Class 9 contains 30526 members 
Mstep: Class 10 contains 13033 members 
Mstep: Class 11 contains 4440 members 
Mstep: Class 12 contains 234197 members 
Mstep: Class 13 contains 16921 members 
Mstep: Class 14 contains 14328 members 
Mstep: Class 15 contains 224710 members 
Mstep: Class 16 contains 8468 members 
Mstep: Class 17 contains 51316 members 
Mstep: Class 18 contains 9677 members 
Mstep: Class 19 contains 177028 members 
Mstep: Class 20 contains 52698 members 
Mstep: Class 21 contains 15853 members 
Mstep: Class 22 contains 1727 members 
Mstep: Class 23 contains 11320 members 
Mstep: Class 24 contains 4167 members 
Mstep: Class 25 contains 15325 members 
Mstep: Class 26 contains 76897 members 
Mstep: Class 27 contains 9174 members 
Mstep: Class 28 contains 13922 members 
Mstep: Class 29 contains 17775 members 
Mstep: Class 30 contains 8519 members 
Mstep: Class 31 contains 3102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147332336.000000 Penalty: 107539.679688
Iteration 77Q: 32 clusters Score -1.473323e+08 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 15541 members 
Mstep: Class 3 contains 28131 members 
Mstep: Class 4 contains 38511 members 
Mstep: Class 5 contains 23509 members 
Mstep: Class 6 contains 14732 members 
Mstep: Class 7 contains 4314 members 
Mstep: Class 8 contains 40622 members 
Mstep: Class 9 contains 30542 members 
Mstep: Class 10 contains 13038 members 
Mstep: Class 11 contains 4440 members 
Mstep: Class 12 contains 234179 members 
Mstep: Class 13 contains 16856 members 
Mstep: Class 14 contains 14331 members 
Mstep: Class 15 contains 224646 members 
Mstep: Class 16 contains 8498 members 
Mstep: Class 17 contains 51284 members 
Mstep: Class 18 contains 9679 members 
Mstep: Class 19 contains 176986 members 
Mstep: Class 20 contains 52706 members 
Mstep: Class 21 contains 15858 members 
Mstep: Class 22 contains 1727 members 
Mstep: Class 23 contains 11326 members 
Mstep: Class 24 contains 4167 members 
Mstep: Class 25 contains 15327 members 
Mstep: Class 26 contains 76892 members 
Mstep: Class 27 contains 9276 members 
Mstep: Class 28 contains 13916 members 
Mstep: Class 29 contains 17776 members 
Mstep: Class 30 contains 8534 members 
Mstep: Class 31 contains 3098 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147332192.000000 Penalty: 107539.679688
Iteration 78Q: 32 clusters Score -1.473322e+08 nChanged 558
Entering ConstructFrom: 
Score: -147332192.000000 Penalty: 107539.679688
Entering ConstructFrom: 
Trying to split cluster 1 (7658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Entering Unmasked Estep 
Score: -926682.625000 Penalty: 2217.989502
	Iteration 0F: 2 clusters Score -926682.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -920541.625000 Penalty: 4435.979004
	Iteration 0F: 3 clusters Score -920541.6 nChanged 3093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -922376.187500 Penalty: 4435.979004
	Iteration 1F: 3 clusters Score -922376.2 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -922964.750000 Penalty: 4435.979004
	Iteration 2F: 3 clusters Score -922964.8 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -923854.875000 Penalty: 4435.979004
	Iteration 3F: 3 clusters Score -923854.9 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -924996.750000 Penalty: 4435.979004
	Iteration 4F: 3 clusters Score -924996.8 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -925847.312500 Penalty: 4435.979004
	Iteration 5F: 3 clusters Score -925847.3 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -926259.562500 Penalty: 4435.979004
	Iteration 6F: 3 clusters Score -926259.6 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -926472.125000 Penalty: 4435.979004
	Iteration 7Q: 3 clusters Score -926472.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -926594.687500 Penalty: 4435.979004
	Iteration 8Q: 3 clusters Score -926594.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -926661.375000 Penalty: 4435.979004
	Iteration 9Q: 3 clusters Score -926661.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -926695.312500 Penalty: 4435.979004
	Iteration 10Q: 3 clusters Score -926695.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -926712.812500 Penalty: 4435.979004
	Iteration 11Q: 3 clusters Score -926712.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -926722.437500 Penalty: 4435.979004
	Iteration 12Q: 3 clusters Score -926722.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -926730.562500 Penalty: 4435.979004
	Iteration 13Q: 3 clusters Score -926730.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -926734.000000 Penalty: 4435.979004
	Iteration 14Q: 3 clusters Score -926734 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -926736.187500 Penalty: 4435.979004
	Iteration 15Q: 3 clusters Score -926736.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -926737.250000 Penalty: 4435.979004
	Iteration 16Q: 3 clusters Score -926737.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -926740.312500 Penalty: 4435.979004
	Iteration 17Q: 3 clusters Score -926740.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -926741.375000 Penalty: 4435.979004
	Iteration 18Q: 3 clusters Score -926741.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -926743.375000 Penalty: 4435.979004
	Iteration 19Q: 3 clusters Score -926743.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -926742.250000 Penalty: 4435.979004
	Iteration 20F: 3 clusters Score -926742.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 15541 members 
Mstep: Class 3 contains 28107 members 
Mstep: Class 4 contains 38525 members 
Mstep: Class 5 contains 23510 members 
Mstep: Class 6 contains 14730 members 
Mstep: Class 7 contains 4312 members 
Mstep: Class 8 contains 40666 members 
Mstep: Class 9 contains 30550 members 
Mstep: Class 10 contains 13049 members 
Mstep: Class 11 contains 4439 members 
Mstep: Class 12 contains 234172 members 
Mstep: Class 13 contains 16800 members 
Mstep: Class 14 contains 14333 members 
Mstep: Class 15 contains 224577 members 
Mstep: Class 16 contains 8524 members 
Mstep: Class 17 contains 51255 members 
Mstep: Class 18 contains 9682 members 
Mstep: Class 19 contains 176952 members 
Mstep: Class 20 contains 52713 members 
Mstep: Class 21 contains 15864 members 
Mstep: Class 22 contains 1726 members 
Mstep: Class 23 contains 11330 members 
Mstep: Class 24 contains 4167 members 
Mstep: Class 25 contains 15325 members 
Mstep: Class 26 contains 76877 members 
Mstep: Class 27 contains 9372 members 
Mstep: Class 28 contains 13916 members 
Mstep: Class 29 contains 17781 members 
Mstep: Class 30 contains 8547 members 
Mstep: Class 31 contains 3102 members 
Mstep: Class 32 contains 5029 members 
Entering Unmasked Estep 
Score: -147331728.000000 Penalty: 111008.703125
Splitting cluster 1 changes total score from -147332192.000000 to -147331728.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (15541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15541 members 
Entering Unmasked Estep 
Score: -1963045.625000 Penalty: 2393.506592
	Iteration 0F: 2 clusters Score -1963046 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -1951789.500000 Penalty: 4787.013184
	Iteration 0F: 3 clusters Score -1951790 nChanged 6770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -1955432.000000 Penalty: 4787.013184
	Iteration 1F: 3 clusters Score -1955432 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -1955852.500000 Penalty: 4787.013184
	Iteration 2F: 3 clusters Score -1955852 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -1956246.875000 Penalty: 4787.013184
	Iteration 3F: 3 clusters Score -1956247 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -1956651.250000 Penalty: 4787.013184
	Iteration 4F: 3 clusters Score -1956651 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -1957108.750000 Penalty: 4787.013184
	Iteration 5F: 3 clusters Score -1957109 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -1957597.250000 Penalty: 4787.013184
	Iteration 6F: 3 clusters Score -1957597 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -1958188.375000 Penalty: 4787.013184
	Iteration 7F: 3 clusters Score -1958188 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -1958864.750000 Penalty: 4787.013184
	Iteration 8F: 3 clusters Score -1958865 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9900 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -1959557.250000 Penalty: 4787.013184
	Iteration 9F: 3 clusters Score -1959557 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -1960077.375000 Penalty: 4787.013184
	Iteration 10F: 3 clusters Score -1960077 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10559 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -1960438.000000 Penalty: 4787.013184
	Iteration 11Q: 3 clusters Score -1960438 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10740 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -1960662.750000 Penalty: 4787.013184
	Iteration 12Q: 3 clusters Score -1960663 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10831 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -1960796.375000 Penalty: 4787.013184
	Iteration 13Q: 3 clusters Score -1960796 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10885 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -1960867.625000 Penalty: 4787.013184
	Iteration 14Q: 3 clusters Score -1960868 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10923 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -1960906.250000 Penalty: 4787.013184
	Iteration 15Q: 3 clusters Score -1960906 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10930 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -1960924.875000 Penalty: 4787.013184
	Iteration 16Q: 3 clusters Score -1960925 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10921 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -1960944.125000 Penalty: 4787.013184
	Iteration 17Q: 3 clusters Score -1960944 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10905 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -1960956.750000 Penalty: 4787.013184
	Iteration 18Q: 3 clusters Score -1960957 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10887 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -1960960.750000 Penalty: 4787.013184
	Iteration 19Q: 3 clusters Score -1960961 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -1960981.500000 Penalty: 4787.013184
	Iteration 20F: 3 clusters Score -1960982 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -1960995.625000 Penalty: 4787.013184
	Iteration 21Q: 3 clusters Score -1960996 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10824 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -1961003.125000 Penalty: 4787.013184
	Iteration 22Q: 3 clusters Score -1961003 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10809 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -1961007.375000 Penalty: 4787.013184
	Iteration 23Q: 3 clusters Score -1961007 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10802 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -1961007.125000 Penalty: 4787.013184
	Iteration 24Q: 3 clusters Score -1961007 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10796 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -1961012.750000 Penalty: 4787.013184
	Iteration 25Q: 3 clusters Score -1961013 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10786 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -1961017.375000 Penalty: 4787.013184
	Iteration 26Q: 3 clusters Score -1961017 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10780 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -1961027.000000 Penalty: 4787.013184
	Iteration 27Q: 3 clusters Score -1961027 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -1961024.375000 Penalty: 4787.013184
	Iteration 28Q: 3 clusters Score -1961024 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10753 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -1961020.875000 Penalty: 4787.013184
	Iteration 29Q: 3 clusters Score -1961021 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -1961027.625000 Penalty: 4787.013184
	Iteration 30Q: 3 clusters Score -1961028 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10717 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -1961028.625000 Penalty: 4787.013184
	Iteration 31Q: 3 clusters Score -1961029 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10704 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -1961033.875000 Penalty: 4787.013184
	Iteration 32Q: 3 clusters Score -1961034 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -1961037.875000 Penalty: 4787.013184
	Iteration 33Q: 3 clusters Score -1961038 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10683 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -1961040.375000 Penalty: 4787.013184
	Iteration 34Q: 3 clusters Score -1961040 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10670 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -1961041.875000 Penalty: 4787.013184
	Iteration 35Q: 3 clusters Score -1961042 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -1961043.000000 Penalty: 4787.013184
	Iteration 36Q: 3 clusters Score -1961043 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10646 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -1961040.750000 Penalty: 4787.013184
	Iteration 37Q: 3 clusters Score -1961041 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10642 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -1961039.125000 Penalty: 4787.013184
	Iteration 38Q: 3 clusters Score -1961039 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10642 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -1961041.500000 Penalty: 4787.013184
	Iteration 39Q: 3 clusters Score -1961042 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10638 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -1961042.750000 Penalty: 4787.013184
	Iteration 40F: 3 clusters Score -1961043 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -1961046.250000 Penalty: 4787.013184
	Iteration 41Q: 3 clusters Score -1961046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10632 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -1961046.125000 Penalty: 4787.013184
	Iteration 42Q: 3 clusters Score -1961046 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10628 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -1961042.750000 Penalty: 4787.013184
	Iteration 43Q: 3 clusters Score -1961043 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10626 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -1961043.250000 Penalty: 4787.013184
	Iteration 44Q: 3 clusters Score -1961043 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10625 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -1961044.750000 Penalty: 4787.013184
	Iteration 45Q: 3 clusters Score -1961045 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -1961045.000000 Penalty: 4787.013184
	Iteration 46Q: 3 clusters Score -1961045 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10622 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -1961043.750000 Penalty: 4787.013184
	Iteration 47Q: 3 clusters Score -1961044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10621 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -1961044.875000 Penalty: 4787.013184
	Iteration 48Q: 3 clusters Score -1961045 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -1961042.875000 Penalty: 4787.013184
	Iteration 49Q: 3 clusters Score -1961043 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10617 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -1961045.750000 Penalty: 4787.013184
	Iteration 50Q: 3 clusters Score -1961046 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10617 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -1961045.750000 Penalty: 4787.013184
	Iteration 51F: 3 clusters Score -1961046 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (28107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28107 members 
Entering Unmasked Estep 
Score: -3574905.000000 Penalty: 2540.456055
	Iteration 0F: 2 clusters Score -3574905 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14212 members 
Mstep: Class 2 contains 13895 members 
Entering Unmasked Estep 
Score: -3555641.250000 Penalty: 5080.912109
	Iteration 0F: 3 clusters Score -3555641 nChanged 12723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15309 members 
Mstep: Class 2 contains 12798 members 
Entering Unmasked Estep 
Score: -3562712.250000 Penalty: 5080.912109
	Iteration 1F: 3 clusters Score -3562712 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16106 members 
Mstep: Class 2 contains 12001 members 
Entering Unmasked Estep 
Score: -3563507.500000 Penalty: 5080.912109
	Iteration 2F: 3 clusters Score -3563508 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17019 members 
Mstep: Class 2 contains 11088 members 
Entering Unmasked Estep 
Score: -3564298.250000 Penalty: 5080.912109
	Iteration 3F: 3 clusters Score -3564298 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18138 members 
Mstep: Class 2 contains 9969 members 
Entering Unmasked Estep 
Score: -3565154.000000 Penalty: 5080.912109
	Iteration 4F: 3 clusters Score -3565154 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19425 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -3566183.500000 Penalty: 5080.912109
	Iteration 5F: 3 clusters Score -3566184 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20799 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -3567370.250000 Penalty: 5080.912109
	Iteration 6F: 3 clusters Score -3567370 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22158 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -3568700.000000 Penalty: 5080.912109
	Iteration 7F: 3 clusters Score -3568700 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23304 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -3569910.250000 Penalty: 5080.912109
	Iteration 8Q: 3 clusters Score -3569910 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24193 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -3570965.500000 Penalty: 5080.912109
	Iteration 9Q: 3 clusters Score -3570966 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24798 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -3571842.750000 Penalty: 5080.912109
	Iteration 10Q: 3 clusters Score -3571843 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25210 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -3572546.000000 Penalty: 5080.912109
	Iteration 11Q: 3 clusters Score -3572546 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25457 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -3572931.250000 Penalty: 5080.912109
	Iteration 12Q: 3 clusters Score -3572931 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25647 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -3573141.000000 Penalty: 5080.912109
	Iteration 13Q: 3 clusters Score -3573141 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25784 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -3573263.000000 Penalty: 5080.912109
	Iteration 14Q: 3 clusters Score -3573263 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25897 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -3573358.750000 Penalty: 5080.912109
	Iteration 15Q: 3 clusters Score -3573359 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25981 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -3573419.250000 Penalty: 5080.912109
	Iteration 16Q: 3 clusters Score -3573419 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26056 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -3573462.500000 Penalty: 5080.912109
	Iteration 17Q: 3 clusters Score -3573462 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26113 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -3573501.750000 Penalty: 5080.912109
	Iteration 18Q: 3 clusters Score -3573502 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26163 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -3573530.500000 Penalty: 5080.912109
	Iteration 19Q: 3 clusters Score -3573530 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26202 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -3573546.500000 Penalty: 5080.912109
	Iteration 20F: 3 clusters Score -3573546 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26231 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -3573567.500000 Penalty: 5080.912109
	Iteration 21Q: 3 clusters Score -3573568 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26267 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -3573584.250000 Penalty: 5080.912109
	Iteration 22Q: 3 clusters Score -3573584 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26302 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -3573595.250000 Penalty: 5080.912109
	Iteration 23Q: 3 clusters Score -3573595 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26332 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -3573604.250000 Penalty: 5080.912109
	Iteration 24Q: 3 clusters Score -3573604 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26367 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -3573614.750000 Penalty: 5080.912109
	Iteration 25Q: 3 clusters Score -3573615 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26389 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -3573624.000000 Penalty: 5080.912109
	Iteration 26Q: 3 clusters Score -3573624 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26414 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -3573632.000000 Penalty: 5080.912109
	Iteration 27Q: 3 clusters Score -3573632 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26437 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -3573652.750000 Penalty: 5080.912109
	Iteration 28Q: 3 clusters Score -3573653 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26465 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -3573660.000000 Penalty: 5080.912109
	Iteration 29Q: 3 clusters Score -3573660 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26493 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -3573677.250000 Penalty: 5080.912109
	Iteration 30Q: 3 clusters Score -3573677 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26517 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -3573705.250000 Penalty: 5080.912109
	Iteration 31Q: 3 clusters Score -3573705 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26545 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -3573716.500000 Penalty: 5080.912109
	Iteration 32Q: 3 clusters Score -3573716 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26573 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -3573727.000000 Penalty: 5080.912109
	Iteration 33Q: 3 clusters Score -3573727 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26590 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -3573735.750000 Penalty: 5080.912109
	Iteration 34Q: 3 clusters Score -3573736 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26607 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -3573741.500000 Penalty: 5080.912109
	Iteration 35Q: 3 clusters Score -3573742 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26624 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -3573752.750000 Penalty: 5080.912109
	Iteration 36Q: 3 clusters Score -3573753 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26634 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -3573757.000000 Penalty: 5080.912109
	Iteration 37Q: 3 clusters Score -3573757 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26645 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -3573752.250000 Penalty: 5080.912109
	Iteration 38Q: 3 clusters Score -3573752 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26649 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -3573761.250000 Penalty: 5080.912109
	Iteration 39Q: 3 clusters Score -3573761 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26654 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -3573767.250000 Penalty: 5080.912109
	Iteration 40F: 3 clusters Score -3573767 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26657 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -3573766.000000 Penalty: 5080.912109
	Iteration 41Q: 3 clusters Score -3573766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26659 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -3573767.750000 Penalty: 5080.912109
	Iteration 42Q: 3 clusters Score -3573768 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26660 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -3573764.250000 Penalty: 5080.912109
	Iteration 43Q: 3 clusters Score -3573764 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26661 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -3573765.500000 Penalty: 5080.912109
	Iteration 44Q: 3 clusters Score -3573766 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26662 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -3573765.750000 Penalty: 5080.912109
	Iteration 45Q: 3 clusters Score -3573766 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26662 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -3573765.750000 Penalty: 5080.912109
	Iteration 46F: 3 clusters Score -3573766 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (38525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38525 members 
Entering Unmasked Estep 
Score: -4849003.000000 Penalty: 2618.647705
	Iteration 0F: 2 clusters Score -4849003 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19280 members 
Mstep: Class 2 contains 19245 members 
Entering Unmasked Estep 
Score: -4822888.500000 Penalty: 5237.295410
	Iteration 0F: 3 clusters Score -4822888 nChanged 17661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19433 members 
Mstep: Class 2 contains 19092 members 
Entering Unmasked Estep 
Score: -4832583.500000 Penalty: 5237.295410
	Iteration 1F: 3 clusters Score -4832584 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19505 members 
Mstep: Class 2 contains 19020 members 
Entering Unmasked Estep 
Score: -4833258.000000 Penalty: 5237.295410
	Iteration 2Q: 3 clusters Score -4833258 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19546 members 
Mstep: Class 2 contains 18979 members 
Entering Unmasked Estep 
Score: -4833924.000000 Penalty: 5237.295410
	Iteration 3Q: 3 clusters Score -4833924 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19580 members 
Mstep: Class 2 contains 18945 members 
Entering Unmasked Estep 
Score: -4834690.000000 Penalty: 5237.295410
	Iteration 4Q: 3 clusters Score -4834690 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19610 members 
Mstep: Class 2 contains 18915 members 
Entering Unmasked Estep 
Score: -4835568.500000 Penalty: 5237.295410
	Iteration 5Q: 3 clusters Score -4835568 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19599 members 
Mstep: Class 2 contains 18926 members 
Entering Unmasked Estep 
Score: -4836545.500000 Penalty: 5237.295410
	Iteration 6F: 3 clusters Score -4836546 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19558 members 
Mstep: Class 2 contains 18967 members 
Entering Unmasked Estep 
Score: -4837654.000000 Penalty: 5237.295410
	Iteration 7F: 3 clusters Score -4837654 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19583 members 
Mstep: Class 2 contains 18942 members 
Entering Unmasked Estep 
Score: -4838740.000000 Penalty: 5237.295410
	Iteration 8F: 3 clusters Score -4838740 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19643 members 
Mstep: Class 2 contains 18882 members 
Entering Unmasked Estep 
Score: -4839700.500000 Penalty: 5237.295410
	Iteration 9Q: 3 clusters Score -4839700 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19795 members 
Mstep: Class 2 contains 18730 members 
Entering Unmasked Estep 
Score: -4840499.000000 Penalty: 5237.295410
	Iteration 10Q: 3 clusters Score -4840499 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19955 members 
Mstep: Class 2 contains 18570 members 
Entering Unmasked Estep 
Score: -4841042.000000 Penalty: 5237.295410
	Iteration 11Q: 3 clusters Score -4841042 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20127 members 
Mstep: Class 2 contains 18398 members 
Entering Unmasked Estep 
Score: -4841393.000000 Penalty: 5237.295410
	Iteration 12Q: 3 clusters Score -4841393 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20239 members 
Mstep: Class 2 contains 18286 members 
Entering Unmasked Estep 
Score: -4841634.500000 Penalty: 5237.295410
	Iteration 13Q: 3 clusters Score -4841634 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20400 members 
Mstep: Class 2 contains 18125 members 
Entering Unmasked Estep 
Score: -4841779.000000 Penalty: 5237.295410
	Iteration 14Q: 3 clusters Score -4841779 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20544 members 
Mstep: Class 2 contains 17981 members 
Entering Unmasked Estep 
Score: -4841892.000000 Penalty: 5237.295410
	Iteration 15Q: 3 clusters Score -4841892 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20689 members 
Mstep: Class 2 contains 17836 members 
Entering Unmasked Estep 
Score: -4841956.000000 Penalty: 5237.295410
	Iteration 16Q: 3 clusters Score -4841956 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20834 members 
Mstep: Class 2 contains 17691 members 
Entering Unmasked Estep 
Score: -4841982.500000 Penalty: 5237.295410
	Iteration 17Q: 3 clusters Score -4841982 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20956 members 
Mstep: Class 2 contains 17569 members 
Entering Unmasked Estep 
Score: -4842021.500000 Penalty: 5237.295410
	Iteration 18Q: 3 clusters Score -4842022 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21080 members 
Mstep: Class 2 contains 17445 members 
Entering Unmasked Estep 
Score: -4842059.000000 Penalty: 5237.295410
	Iteration 19Q: 3 clusters Score -4842059 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21205 members 
Mstep: Class 2 contains 17320 members 
Entering Unmasked Estep 
Score: -4842082.500000 Penalty: 5237.295410
	Iteration 20F: 3 clusters Score -4842082 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21369 members 
Mstep: Class 2 contains 17156 members 
Entering Unmasked Estep 
Score: -4842115.500000 Penalty: 5237.295410
	Iteration 21Q: 3 clusters Score -4842116 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21538 members 
Mstep: Class 2 contains 16987 members 
Entering Unmasked Estep 
Score: -4842156.500000 Penalty: 5237.295410
	Iteration 22Q: 3 clusters Score -4842156 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21720 members 
Mstep: Class 2 contains 16805 members 
Entering Unmasked Estep 
Score: -4842172.000000 Penalty: 5237.295410
	Iteration 23Q: 3 clusters Score -4842172 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21914 members 
Mstep: Class 2 contains 16611 members 
Entering Unmasked Estep 
Score: -4842220.500000 Penalty: 5237.295410
	Iteration 24Q: 3 clusters Score -4842220 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22113 members 
Mstep: Class 2 contains 16412 members 
Entering Unmasked Estep 
Score: -4842238.500000 Penalty: 5237.295410
	Iteration 25Q: 3 clusters Score -4842238 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22314 members 
Mstep: Class 2 contains 16211 members 
Entering Unmasked Estep 
Score: -4842305.500000 Penalty: 5237.295410
	Iteration 26Q: 3 clusters Score -4842306 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22491 members 
Mstep: Class 2 contains 16034 members 
Entering Unmasked Estep 
Score: -4842348.000000 Penalty: 5237.295410
	Iteration 27Q: 3 clusters Score -4842348 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22669 members 
Mstep: Class 2 contains 15856 members 
Entering Unmasked Estep 
Score: -4842357.500000 Penalty: 5237.295410
	Iteration 28Q: 3 clusters Score -4842358 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22855 members 
Mstep: Class 2 contains 15670 members 
Entering Unmasked Estep 
Score: -4842398.000000 Penalty: 5237.295410
	Iteration 29Q: 3 clusters Score -4842398 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23047 members 
Mstep: Class 2 contains 15478 members 
Entering Unmasked Estep 
Score: -4842426.500000 Penalty: 5237.295410
	Iteration 30Q: 3 clusters Score -4842426 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23250 members 
Mstep: Class 2 contains 15275 members 
Entering Unmasked Estep 
Score: -4842450.000000 Penalty: 5237.295410
	Iteration 31Q: 3 clusters Score -4842450 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23492 members 
Mstep: Class 2 contains 15033 members 
Entering Unmasked Estep 
Score: -4842498.500000 Penalty: 5237.295410
	Iteration 32Q: 3 clusters Score -4842498 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23749 members 
Mstep: Class 2 contains 14776 members 
Entering Unmasked Estep 
Score: -4842555.000000 Penalty: 5237.295410
	Iteration 33Q: 3 clusters Score -4842555 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24036 members 
Mstep: Class 2 contains 14489 members 
Entering Unmasked Estep 
Score: -4842633.500000 Penalty: 5237.295410
	Iteration 34Q: 3 clusters Score -4842634 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24375 members 
Mstep: Class 2 contains 14150 members 
Entering Unmasked Estep 
Score: -4842688.000000 Penalty: 5237.295410
	Iteration 35Q: 3 clusters Score -4842688 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24737 members 
Mstep: Class 2 contains 13788 members 
Entering Unmasked Estep 
Score: -4842738.500000 Penalty: 5237.295410
	Iteration 36Q: 3 clusters Score -4842738 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25137 members 
Mstep: Class 2 contains 13388 members 
Entering Unmasked Estep 
Score: -4842832.500000 Penalty: 5237.295410
	Iteration 37Q: 3 clusters Score -4842832 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25544 members 
Mstep: Class 2 contains 12981 members 
Entering Unmasked Estep 
Score: -4842960.000000 Penalty: 5237.295410
	Iteration 38Q: 3 clusters Score -4842960 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25987 members 
Mstep: Class 2 contains 12538 members 
Entering Unmasked Estep 
Score: -4843087.500000 Penalty: 5237.295410
	Iteration 39Q: 3 clusters Score -4843088 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26423 members 
Mstep: Class 2 contains 12102 members 
Entering Unmasked Estep 
Score: -4843211.000000 Penalty: 5237.295410
	Iteration 40F: 3 clusters Score -4843211 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26896 members 
Mstep: Class 2 contains 11629 members 
Entering Unmasked Estep 
Score: -4843374.500000 Penalty: 5237.295410
	Iteration 41Q: 3 clusters Score -4843374 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27391 members 
Mstep: Class 2 contains 11134 members 
Entering Unmasked Estep 
Score: -4843484.000000 Penalty: 5237.295410
	Iteration 42Q: 3 clusters Score -4843484 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27875 members 
Mstep: Class 2 contains 10650 members 
Entering Unmasked Estep 
Score: -4843666.500000 Penalty: 5237.295410
	Iteration 43Q: 3 clusters Score -4843666 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28354 members 
Mstep: Class 2 contains 10171 members 
Entering Unmasked Estep 
Score: -4843800.000000 Penalty: 5237.295410
	Iteration 44Q: 3 clusters Score -4843800 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28846 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -4843969.500000 Penalty: 5237.295410
	Iteration 45Q: 3 clusters Score -4843970 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29352 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -4844129.000000 Penalty: 5237.295410
	Iteration 46Q: 3 clusters Score -4844129 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29864 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -4844329.000000 Penalty: 5237.295410
	Iteration 47Q: 3 clusters Score -4844329 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30382 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -4844509.000000 Penalty: 5237.295410
	Iteration 48Q: 3 clusters Score -4844509 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30870 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -4844706.000000 Penalty: 5237.295410
	Iteration 49Q: 3 clusters Score -4844706 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31352 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -4844912.000000 Penalty: 5237.295410
	Iteration 50Q: 3 clusters Score -4844912 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31820 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -4845115.500000 Penalty: 5237.295410
	Iteration 51Q: 3 clusters Score -4845116 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32266 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -4845287.000000 Penalty: 5237.295410
	Iteration 52Q: 3 clusters Score -4845287 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32706 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -4845483.500000 Penalty: 5237.295410
	Iteration 53Q: 3 clusters Score -4845484 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33096 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -4845680.000000 Penalty: 5237.295410
	Iteration 54Q: 3 clusters Score -4845680 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33439 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -4845819.000000 Penalty: 5237.295410
	Iteration 55Q: 3 clusters Score -4845819 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33760 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -4845982.500000 Penalty: 5237.295410
	Iteration 56Q: 3 clusters Score -4845982 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34058 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -4846114.000000 Penalty: 5237.295410
	Iteration 57Q: 3 clusters Score -4846114 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34309 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -4846225.500000 Penalty: 5237.295410
	Iteration 58Q: 3 clusters Score -4846226 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34550 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -4846322.500000 Penalty: 5237.295410
	Iteration 59Q: 3 clusters Score -4846322 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34767 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -4846403.000000 Penalty: 5237.295410
	Iteration 60F: 3 clusters Score -4846403 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34963 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -4846453.500000 Penalty: 5237.295410
	Iteration 61Q: 3 clusters Score -4846454 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35144 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -4846535.000000 Penalty: 5237.295410
	Iteration 62Q: 3 clusters Score -4846535 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35305 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -4846590.000000 Penalty: 5237.295410
	Iteration 63Q: 3 clusters Score -4846590 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35460 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -4846636.000000 Penalty: 5237.295410
	Iteration 64Q: 3 clusters Score -4846636 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35601 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -4846683.000000 Penalty: 5237.295410
	Iteration 65Q: 3 clusters Score -4846683 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35717 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -4846733.000000 Penalty: 5237.295410
	Iteration 66Q: 3 clusters Score -4846733 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35804 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -4846751.000000 Penalty: 5237.295410
	Iteration 67Q: 3 clusters Score -4846751 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35884 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -4846771.500000 Penalty: 5237.295410
	Iteration 68Q: 3 clusters Score -4846772 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35970 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -4846807.000000 Penalty: 5237.295410
	Iteration 69Q: 3 clusters Score -4846807 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36044 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -4846828.000000 Penalty: 5237.295410
	Iteration 70Q: 3 clusters Score -4846828 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36114 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -4846859.000000 Penalty: 5237.295410
	Iteration 71Q: 3 clusters Score -4846859 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36182 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -4846886.000000 Penalty: 5237.295410
	Iteration 72Q: 3 clusters Score -4846886 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36253 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -4846904.000000 Penalty: 5237.295410
	Iteration 73Q: 3 clusters Score -4846904 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36319 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -4846933.500000 Penalty: 5237.295410
	Iteration 74Q: 3 clusters Score -4846934 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36385 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -4846972.500000 Penalty: 5237.295410
	Iteration 75Q: 3 clusters Score -4846972 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36433 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -4846985.500000 Penalty: 5237.295410
	Iteration 76Q: 3 clusters Score -4846986 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36482 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -4847012.500000 Penalty: 5237.295410
	Iteration 77Q: 3 clusters Score -4847012 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36525 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -4847031.500000 Penalty: 5237.295410
	Iteration 78Q: 3 clusters Score -4847032 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36562 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -4847038.000000 Penalty: 5237.295410
	Iteration 79Q: 3 clusters Score -4847038 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36586 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -4847047.000000 Penalty: 5237.295410
	Iteration 80F: 3 clusters Score -4847047 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36617 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -4847046.000000 Penalty: 5237.295410
	Iteration 81Q: 3 clusters Score -4847046 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36643 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -4847069.000000 Penalty: 5237.295410
	Iteration 82Q: 3 clusters Score -4847069 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36667 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -4847077.000000 Penalty: 5237.295410
	Iteration 83Q: 3 clusters Score -4847077 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36698 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -4847084.500000 Penalty: 5237.295410
	Iteration 84Q: 3 clusters Score -4847084 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36727 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -4847101.500000 Penalty: 5237.295410
	Iteration 85Q: 3 clusters Score -4847102 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36748 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -4847110.000000 Penalty: 5237.295410
	Iteration 86Q: 3 clusters Score -4847110 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36773 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -4847116.000000 Penalty: 5237.295410
	Iteration 87Q: 3 clusters Score -4847116 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36797 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -4847125.000000 Penalty: 5237.295410
	Iteration 88Q: 3 clusters Score -4847125 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36818 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -4847141.500000 Penalty: 5237.295410
	Iteration 89Q: 3 clusters Score -4847142 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36834 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -4847149.000000 Penalty: 5237.295410
	Iteration 90Q: 3 clusters Score -4847149 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36848 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -4847157.000000 Penalty: 5237.295410
	Iteration 91Q: 3 clusters Score -4847157 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36868 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -4847166.500000 Penalty: 5237.295410
	Iteration 92Q: 3 clusters Score -4847166 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36894 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -4847187.000000 Penalty: 5237.295410
	Iteration 93Q: 3 clusters Score -4847187 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36917 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -4847181.000000 Penalty: 5237.295410
	Iteration 94Q: 3 clusters Score -4847181 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36928 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -4847190.000000 Penalty: 5237.295410
	Iteration 95Q: 3 clusters Score -4847190 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36939 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -4847205.500000 Penalty: 5237.295410
	Iteration 96Q: 3 clusters Score -4847206 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36946 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -4847203.500000 Penalty: 5237.295410
	Iteration 97Q: 3 clusters Score -4847204 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36957 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -4847208.500000 Penalty: 5237.295410
	Iteration 98Q: 3 clusters Score -4847208 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36963 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -4847209.500000 Penalty: 5237.295410
	Iteration 99Q: 3 clusters Score -4847210 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36967 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -4847208.500000 Penalty: 5237.295410
	Iteration 100F: 3 clusters Score -4847208 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36973 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -4847211.500000 Penalty: 5237.295410
	Iteration 101Q: 3 clusters Score -4847212 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36978 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -4847219.000000 Penalty: 5237.295410
	Iteration 102Q: 3 clusters Score -4847219 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36981 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -4847216.500000 Penalty: 5237.295410
	Iteration 103Q: 3 clusters Score -4847216 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36987 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -4847213.000000 Penalty: 5237.295410
	Iteration 104Q: 3 clusters Score -4847213 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36989 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -4847211.500000 Penalty: 5237.295410
	Iteration 105Q: 3 clusters Score -4847212 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36990 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -4847217.500000 Penalty: 5237.295410
	Iteration 106Q: 3 clusters Score -4847218 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36993 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -4847210.000000 Penalty: 5237.295410
	Iteration 107Q: 3 clusters Score -4847210 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36993 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -4847213.500000 Penalty: 5237.295410
	Iteration 108Q: 3 clusters Score -4847214 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36992 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -4847214.500000 Penalty: 5237.295410
	Iteration 109Q: 3 clusters Score -4847214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36990 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -4847218.000000 Penalty: 5237.295410
	Iteration 110Q: 3 clusters Score -4847218 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36988 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -4847216.000000 Penalty: 5237.295410
	Iteration 111Q: 3 clusters Score -4847216 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36988 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -4847225.500000 Penalty: 5237.295410
	Iteration 112Q: 3 clusters Score -4847226 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36993 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -4847222.000000 Penalty: 5237.295410
	Iteration 113Q: 3 clusters Score -4847222 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36997 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -4847223.000000 Penalty: 5237.295410
	Iteration 114Q: 3 clusters Score -4847223 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36998 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -4847219.500000 Penalty: 5237.295410
	Iteration 115Q: 3 clusters Score -4847220 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36998 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -4847219.500000 Penalty: 5237.295410
	Iteration 116F: 3 clusters Score -4847220 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (23510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23510 members 
Entering Unmasked Estep 
Score: -2983951.500000 Penalty: 2496.164795
	Iteration 0F: 2 clusters Score -2983952 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11761 members 
Mstep: Class 2 contains 11749 members 
Entering Unmasked Estep 
Score: -2967547.000000 Penalty: 4992.329590
	Iteration 0F: 3 clusters Score -2967547 nChanged 10439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12126 members 
Mstep: Class 2 contains 11384 members 
Entering Unmasked Estep 
Score: -2973069.500000 Penalty: 4992.329590
	Iteration 1F: 3 clusters Score -2973070 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12422 members 
Mstep: Class 2 contains 11088 members 
Entering Unmasked Estep 
Score: -2973554.750000 Penalty: 4992.329590
	Iteration 2F: 3 clusters Score -2973555 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12852 members 
Mstep: Class 2 contains 10658 members 
Entering Unmasked Estep 
Score: -2974033.750000 Penalty: 4992.329590
	Iteration 3Q: 3 clusters Score -2974034 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13414 members 
Mstep: Class 2 contains 10096 members 
Entering Unmasked Estep 
Score: -2974543.750000 Penalty: 4992.329590
	Iteration 4Q: 3 clusters Score -2974544 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14112 members 
Mstep: Class 2 contains 9398 members 
Entering Unmasked Estep 
Score: -2975123.250000 Penalty: 4992.329590
	Iteration 5F: 3 clusters Score -2975123 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14938 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -2975840.750000 Penalty: 4992.329590
	Iteration 6F: 3 clusters Score -2975841 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15865 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -2976619.000000 Penalty: 4992.329590
	Iteration 7F: 3 clusters Score -2976619 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16854 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -2977482.000000 Penalty: 4992.329590
	Iteration 8F: 3 clusters Score -2977482 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17809 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -2978287.750000 Penalty: 4992.329590
	Iteration 9F: 3 clusters Score -2978288 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18677 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -2978987.250000 Penalty: 4992.329590
	Iteration 10Q: 3 clusters Score -2978987 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19435 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -2979559.250000 Penalty: 4992.329590
	Iteration 11Q: 3 clusters Score -2979559 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20053 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -2979979.500000 Penalty: 4992.329590
	Iteration 12Q: 3 clusters Score -2979980 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20543 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -2980311.250000 Penalty: 4992.329590
	Iteration 13Q: 3 clusters Score -2980311 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20961 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -2980587.750000 Penalty: 4992.329590
	Iteration 14Q: 3 clusters Score -2980588 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21341 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -2980867.750000 Penalty: 4992.329590
	Iteration 15Q: 3 clusters Score -2980868 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21641 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -2981049.250000 Penalty: 4992.329590
	Iteration 16Q: 3 clusters Score -2981049 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21877 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -2981206.000000 Penalty: 4992.329590
	Iteration 17Q: 3 clusters Score -2981206 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22059 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -2981346.500000 Penalty: 4992.329590
	Iteration 18Q: 3 clusters Score -2981346 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22215 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -2981459.000000 Penalty: 4992.329590
	Iteration 19Q: 3 clusters Score -2981459 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22331 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -2981555.500000 Penalty: 4992.329590
	Iteration 20F: 3 clusters Score -2981556 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22407 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -2981605.750000 Penalty: 4992.329590
	Iteration 21Q: 3 clusters Score -2981606 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22459 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -2981638.250000 Penalty: 4992.329590
	Iteration 22Q: 3 clusters Score -2981638 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22503 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -2981670.500000 Penalty: 4992.329590
	Iteration 23Q: 3 clusters Score -2981670 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22541 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -2981697.500000 Penalty: 4992.329590
	Iteration 24Q: 3 clusters Score -2981698 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22565 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -2981719.750000 Penalty: 4992.329590
	Iteration 25Q: 3 clusters Score -2981720 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22600 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -2981741.500000 Penalty: 4992.329590
	Iteration 26Q: 3 clusters Score -2981742 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22623 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -2981755.500000 Penalty: 4992.329590
	Iteration 27Q: 3 clusters Score -2981756 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22639 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -2981773.250000 Penalty: 4992.329590
	Iteration 28Q: 3 clusters Score -2981773 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22658 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -2981787.500000 Penalty: 4992.329590
	Iteration 29Q: 3 clusters Score -2981788 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22679 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -2981793.750000 Penalty: 4992.329590
	Iteration 30Q: 3 clusters Score -2981794 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22698 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -2981809.000000 Penalty: 4992.329590
	Iteration 31Q: 3 clusters Score -2981809 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22716 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -2981833.500000 Penalty: 4992.329590
	Iteration 32Q: 3 clusters Score -2981834 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22734 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -2981850.250000 Penalty: 4992.329590
	Iteration 33Q: 3 clusters Score -2981850 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22751 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -2981863.750000 Penalty: 4992.329590
	Iteration 34Q: 3 clusters Score -2981864 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22755 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -2981875.000000 Penalty: 4992.329590
	Iteration 35Q: 3 clusters Score -2981875 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22758 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -2981879.750000 Penalty: 4992.329590
	Iteration 36Q: 3 clusters Score -2981880 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22762 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -2981880.750000 Penalty: 4992.329590
	Iteration 37Q: 3 clusters Score -2981881 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22764 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -2981882.500000 Penalty: 4992.329590
	Iteration 38Q: 3 clusters Score -2981882 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22763 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -2981885.000000 Penalty: 4992.329590
	Iteration 39Q: 3 clusters Score -2981885 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22763 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -2981883.500000 Penalty: 4992.329590
	Iteration 40F: 3 clusters Score -2981884 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22765 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -2981880.000000 Penalty: 4992.329590
	Iteration 41Q: 3 clusters Score -2981880 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22766 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -2981882.750000 Penalty: 4992.329590
	Iteration 42Q: 3 clusters Score -2981883 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22767 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -2981884.500000 Penalty: 4992.329590
	Iteration 43Q: 3 clusters Score -2981884 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22767 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -2981884.500000 Penalty: 4992.329590
	Iteration 44F: 3 clusters Score -2981884 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (14730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14730 members 
Entering Unmasked Estep 
Score: -1950869.750000 Penalty: 2380.215088
	Iteration 0F: 2 clusters Score -1950870 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -1941278.375000 Penalty: 4760.430176
	Iteration 0F: 3 clusters Score -1941278 nChanged 6429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -1960431.500000 Penalty: 4760.430176
	Iteration 1F: 3 clusters Score -1960432 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -1966500.375000 Penalty: 4760.430176
	Iteration 2F: 3 clusters Score -1966500 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -1969006.750000 Penalty: 4760.430176
	Iteration 3F: 3 clusters Score -1969007 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -1971101.875000 Penalty: 4760.430176
	Iteration 4F: 3 clusters Score -1971102 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -1973385.500000 Penalty: 4760.430176
	Iteration 5Q: 3 clusters Score -1973386 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -1973728.625000 Penalty: 4760.430176
	Iteration 6Q: 3 clusters Score -1973729 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -1973908.500000 Penalty: 4760.430176
	Iteration 7Q: 3 clusters Score -1973908 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -1974084.875000 Penalty: 4760.430176
	Iteration 8Q: 3 clusters Score -1974085 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -1974491.125000 Penalty: 4760.430176
	Iteration 9Q: 3 clusters Score -1974491 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -1975102.500000 Penalty: 4760.430176
	Iteration 10Q: 3 clusters Score -1975102 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -1975456.375000 Penalty: 4760.430176
	Iteration 11Q: 3 clusters Score -1975456 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -1975675.125000 Penalty: 4760.430176
	Iteration 12Q: 3 clusters Score -1975675 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -1975804.750000 Penalty: 4760.430176
	Iteration 13Q: 3 clusters Score -1975805 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -1976052.125000 Penalty: 4760.430176
	Iteration 14Q: 3 clusters Score -1976052 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -1976489.625000 Penalty: 4760.430176
	Iteration 15Q: 3 clusters Score -1976490 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -1976956.125000 Penalty: 4760.430176
	Iteration 16Q: 3 clusters Score -1976956 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -1977239.125000 Penalty: 4760.430176
	Iteration 17Q: 3 clusters Score -1977239 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -1977463.125000 Penalty: 4760.430176
	Iteration 18Q: 3 clusters Score -1977463 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -1977621.875000 Penalty: 4760.430176
	Iteration 19Q: 3 clusters Score -1977622 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -1977832.250000 Penalty: 4760.430176
	Iteration 20F: 3 clusters Score -1977832 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -1977864.125000 Penalty: 4760.430176
	Iteration 21Q: 3 clusters Score -1977864 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -1977696.250000 Penalty: 4760.430176
	Iteration 22Q: 3 clusters Score -1977696 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -1977975.250000 Penalty: 4760.430176
	Iteration 23Q: 3 clusters Score -1977975 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -1978018.250000 Penalty: 4760.430176
	Iteration 24Q: 3 clusters Score -1978018 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -1978026.125000 Penalty: 4760.430176
	Iteration 25Q: 3 clusters Score -1978026 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -1978038.625000 Penalty: 4760.430176
	Iteration 26Q: 3 clusters Score -1978039 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -1978064.875000 Penalty: 4760.430176
	Iteration 27Q: 3 clusters Score -1978065 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -1978062.125000 Penalty: 4760.430176
	Iteration 28Q: 3 clusters Score -1978062 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -1978091.000000 Penalty: 4760.430176
	Iteration 29Q: 3 clusters Score -1978091 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -1978122.250000 Penalty: 4760.430176
	Iteration 30Q: 3 clusters Score -1978122 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8985 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -1977993.625000 Penalty: 4760.430176
	Iteration 31Q: 3 clusters Score -1977994 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -1978092.375000 Penalty: 4760.430176
	Iteration 32Q: 3 clusters Score -1978092 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -1978174.375000 Penalty: 4760.430176
	Iteration 33Q: 3 clusters Score -1978174 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -1978141.625000 Penalty: 4760.430176
	Iteration 34Q: 3 clusters Score -1978142 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -1978164.250000 Penalty: 4760.430176
	Iteration 35Q: 3 clusters Score -1978164 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -1978168.000000 Penalty: 4760.430176
	Iteration 36Q: 3 clusters Score -1978168 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -1978125.250000 Penalty: 4760.430176
	Iteration 37Q: 3 clusters Score -1978125 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -1978138.500000 Penalty: 4760.430176
	Iteration 38Q: 3 clusters Score -1978138 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9135 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -1978141.750000 Penalty: 4760.430176
	Iteration 39Q: 3 clusters Score -1978142 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -1978120.625000 Penalty: 4760.430176
	Iteration 40F: 3 clusters Score -1978121 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -1978175.375000 Penalty: 4760.430176
	Iteration 41Q: 3 clusters Score -1978175 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -1978202.125000 Penalty: 4760.430176
	Iteration 42Q: 3 clusters Score -1978202 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -1978208.000000 Penalty: 4760.430176
	Iteration 43Q: 3 clusters Score -1978208 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -1978225.750000 Penalty: 4760.430176
	Iteration 44Q: 3 clusters Score -1978226 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -1978257.250000 Penalty: 4760.430176
	Iteration 45Q: 3 clusters Score -1978257 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -1978284.375000 Penalty: 4760.430176
	Iteration 46Q: 3 clusters Score -1978284 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -1978318.375000 Penalty: 4760.430176
	Iteration 47Q: 3 clusters Score -1978318 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -1978361.875000 Penalty: 4760.430176
	Iteration 48Q: 3 clusters Score -1978362 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9472 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -1978369.250000 Penalty: 4760.430176
	Iteration 49Q: 3 clusters Score -1978369 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -1978395.000000 Penalty: 4760.430176
	Iteration 50Q: 3 clusters Score -1978395 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -1978374.625000 Penalty: 4760.430176
	Iteration 51Q: 3 clusters Score -1978375 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -1978367.125000 Penalty: 4760.430176
	Iteration 52Q: 3 clusters Score -1978367 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -1978423.125000 Penalty: 4760.430176
	Iteration 53Q: 3 clusters Score -1978423 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -1978278.500000 Penalty: 4760.430176
	Iteration 54Q: 3 clusters Score -1978278 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -1978227.750000 Penalty: 4760.430176
	Iteration 55Q: 3 clusters Score -1978228 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9687 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -1978453.375000 Penalty: 4760.430176
	Iteration 56Q: 3 clusters Score -1978453 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -1978450.750000 Penalty: 4760.430176
	Iteration 57Q: 3 clusters Score -1978451 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9763 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -1978463.500000 Penalty: 4760.430176
	Iteration 58Q: 3 clusters Score -1978464 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -1978517.625000 Penalty: 4760.430176
	Iteration 59Q: 3 clusters Score -1978518 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -1978518.875000 Penalty: 4760.430176
	Iteration 60F: 3 clusters Score -1978519 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -1978624.625000 Penalty: 4760.430176
	Iteration 61Q: 3 clusters Score -1978625 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10000 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -1978574.000000 Penalty: 4760.430176
	Iteration 62Q: 3 clusters Score -1978574 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -1978580.625000 Penalty: 4760.430176
	Iteration 63Q: 3 clusters Score -1978581 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -1978668.500000 Penalty: 4760.430176
	Iteration 64Q: 3 clusters Score -1978668 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10096 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -1978583.750000 Penalty: 4760.430176
	Iteration 65Q: 3 clusters Score -1978584 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10114 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -1978668.375000 Penalty: 4760.430176
	Iteration 66Q: 3 clusters Score -1978668 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -1978659.125000 Penalty: 4760.430176
	Iteration 67Q: 3 clusters Score -1978659 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10143 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -1978566.750000 Penalty: 4760.430176
	Iteration 68Q: 3 clusters Score -1978567 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10150 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -1978630.750000 Penalty: 4760.430176
	Iteration 69Q: 3 clusters Score -1978631 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10167 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -1978593.875000 Penalty: 4760.430176
	Iteration 70Q: 3 clusters Score -1978594 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10181 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -1978636.375000 Penalty: 4760.430176
	Iteration 71Q: 3 clusters Score -1978636 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10199 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -1978692.500000 Penalty: 4760.430176
	Iteration 72Q: 3 clusters Score -1978692 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10212 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -1978658.500000 Penalty: 4760.430176
	Iteration 73Q: 3 clusters Score -1978658 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10228 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -1978647.250000 Penalty: 4760.430176
	Iteration 74Q: 3 clusters Score -1978647 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10235 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -1978660.125000 Penalty: 4760.430176
	Iteration 75Q: 3 clusters Score -1978660 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10240 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -1978630.000000 Penalty: 4760.430176
	Iteration 76Q: 3 clusters Score -1978630 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10245 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -1978707.875000 Penalty: 4760.430176
	Iteration 77Q: 3 clusters Score -1978708 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10247 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -1978672.125000 Penalty: 4760.430176
	Iteration 78Q: 3 clusters Score -1978672 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10249 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -1978682.750000 Penalty: 4760.430176
	Iteration 79Q: 3 clusters Score -1978683 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10253 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -1978673.375000 Penalty: 4760.430176
	Iteration 80F: 3 clusters Score -1978673 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10260 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -1978678.500000 Penalty: 4760.430176
	Iteration 81Q: 3 clusters Score -1978678 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10264 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -1978679.375000 Penalty: 4760.430176
	Iteration 82Q: 3 clusters Score -1978679 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10257 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -1978665.875000 Penalty: 4760.430176
	Iteration 83Q: 3 clusters Score -1978666 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10261 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -1978704.250000 Penalty: 4760.430176
	Iteration 84Q: 3 clusters Score -1978704 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10264 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -1978678.250000 Penalty: 4760.430176
	Iteration 85Q: 3 clusters Score -1978678 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10267 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -1978649.500000 Penalty: 4760.430176
	Iteration 86Q: 3 clusters Score -1978650 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10268 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -1978682.625000 Penalty: 4760.430176
	Iteration 87Q: 3 clusters Score -1978683 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -1978687.625000 Penalty: 4760.430176
	Iteration 88Q: 3 clusters Score -1978688 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10268 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -1978698.625000 Penalty: 4760.430176
	Iteration 89Q: 3 clusters Score -1978699 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10276 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -1978685.000000 Penalty: 4760.430176
	Iteration 90Q: 3 clusters Score -1978685 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10270 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -1978659.875000 Penalty: 4760.430176
	Iteration 91Q: 3 clusters Score -1978660 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -1978608.375000 Penalty: 4760.430176
	Iteration 92Q: 3 clusters Score -1978608 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10276 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -1978656.000000 Penalty: 4760.430176
	Iteration 93Q: 3 clusters Score -1978656 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -1978609.375000 Penalty: 4760.430176
	Iteration 94Q: 3 clusters Score -1978609 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -1978603.375000 Penalty: 4760.430176
	Iteration 95Q: 3 clusters Score -1978603 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -1978702.500000 Penalty: 4760.430176
	Iteration 96Q: 3 clusters Score -1978702 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
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	Iteration 179Q: 3 clusters Score -1978684 nChanged 23
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Entering Unmasked Estep 
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	Iteration 198Q: 3 clusters Score -1978692 nChanged 4
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	Iteration 199Q: 3 clusters Score -1978681 nChanged 6
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Entering Unmasked Estep 
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	Iteration 200F: 3 clusters Score -1978656 nChanged 10
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	Iteration 207Q: 3 clusters Score -1978689 nChanged 10
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	Iteration 211Q: 3 clusters Score -1978598 nChanged 16
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	Iteration 233Q: 3 clusters Score -1978705 nChanged 6
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	Iteration 237Q: 3 clusters Score -1978703 nChanged 12
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	Iteration 238Q: 3 clusters Score -1978654 nChanged 10
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	Iteration 239Q: 3 clusters Score -1978669 nChanged 13
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	Iteration 240F: 3 clusters Score -1978636 nChanged 12
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	Iteration 241Q: 3 clusters Score -1978682 nChanged 17
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	Iteration 242Q: 3 clusters Score -1978593 nChanged 14
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	Iteration 243Q: 3 clusters Score -1978703 nChanged 12
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	Iteration 245Q: 3 clusters Score -1978673 nChanged 14
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	Iteration 246Q: 3 clusters Score -1978670 nChanged 7
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	Iteration 247Q: 3 clusters Score -1978594 nChanged 23
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	Iteration 248Q: 3 clusters Score -1978689 nChanged 14
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	Iteration 249Q: 3 clusters Score -1978704 nChanged 6
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	Iteration 250Q: 3 clusters Score -1978656 nChanged 26
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	Iteration 251Q: 3 clusters Score -1978672 nChanged 5
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	Iteration 252Q: 3 clusters Score -1978651 nChanged 12
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	Iteration 253Q: 3 clusters Score -1978610 nChanged 15
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	Iteration 254Q: 3 clusters Score -1978705 nChanged 11
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	Iteration 255Q: 3 clusters Score -1978644 nChanged 12
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	Iteration 256Q: 3 clusters Score -1978665 nChanged 13
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	Iteration 257Q: 3 clusters Score -1978670 nChanged 11
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	Iteration 258Q: 3 clusters Score -1978683 nChanged 10
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	Iteration 259Q: 3 clusters Score -1978713 nChanged 9
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	Iteration 260F: 3 clusters Score -1978644 nChanged 13
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	Iteration 261Q: 3 clusters Score -1978590 nChanged 10
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	Iteration 262Q: 3 clusters Score -1978683 nChanged 10
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	Iteration 263Q: 3 clusters Score -1978634 nChanged 9
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	Iteration 264Q: 3 clusters Score -1978715 nChanged 9
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	Iteration 265Q: 3 clusters Score -1978642 nChanged 6
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	Iteration 266Q: 3 clusters Score -1978709 nChanged 5
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	Iteration 267Q: 3 clusters Score -1978684 nChanged 6
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	Iteration 268Q: 3 clusters Score -1978693 nChanged 9
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	Iteration 269Q: 3 clusters Score -1978680 nChanged 9
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	Iteration 270Q: 3 clusters Score -1978665 nChanged 6
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	Iteration 271Q: 3 clusters Score -1978694 nChanged 13
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	Iteration 272Q: 3 clusters Score -1978656 nChanged 5
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	Iteration 273Q: 3 clusters Score -1978656 nChanged 5
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	Iteration 274Q: 3 clusters Score -1978638 nChanged 17
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	Iteration 275Q: 3 clusters Score -1978637 nChanged 18
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	Iteration 276Q: 3 clusters Score -1978706 nChanged 16
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	Iteration 277Q: 3 clusters Score -1978698 nChanged 10
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	Iteration 278Q: 3 clusters Score -1978632 nChanged 19
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	Iteration 279Q: 3 clusters Score -1978677 nChanged 9
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	Iteration 280F: 3 clusters Score -1978652 nChanged 17
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	Iteration 281Q: 3 clusters Score -1978687 nChanged 10
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	Iteration 282Q: 3 clusters Score -1978688 nChanged 8
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	Iteration 283Q: 3 clusters Score -1978559 nChanged 11
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	Iteration 284Q: 3 clusters Score -1978679 nChanged 12
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	Iteration 285Q: 3 clusters Score -1978638 nChanged 7
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	Iteration 288Q: 3 clusters Score -1978649 nChanged 5
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	Iteration 289Q: 3 clusters Score -1978660 nChanged 13
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	Iteration 292Q: 3 clusters Score -1978632 nChanged 8
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	Iteration 293Q: 3 clusters Score -1978640 nChanged 3
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	Iteration 297Q: 3 clusters Score -1978663 nChanged 7
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	Iteration 299Q: 3 clusters Score -1978685 nChanged 12
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	Iteration 300F: 3 clusters Score -1978656 nChanged 11
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	Iteration 320F: 3 clusters Score -1978618 nChanged 23
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	Iteration 337Q: 3 clusters Score -1978680 nChanged 12
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	Iteration 340F: 3 clusters Score -1978694 nChanged 13
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	Iteration 342Q: 3 clusters Score -1978571 nChanged 20
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	Iteration 343Q: 3 clusters Score -1978671 nChanged 13
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	Iteration 347Q: 3 clusters Score -1978629 nChanged 14
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	Iteration 349Q: 3 clusters Score -1978621 nChanged 9
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	Iteration 351Q: 3 clusters Score -1978658 nChanged 9
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	Iteration 352Q: 3 clusters Score -1978635 nChanged 26
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	Iteration 354Q: 3 clusters Score -1978647 nChanged 12
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	Iteration 355Q: 3 clusters Score -1978672 nChanged 17
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	Iteration 356Q: 3 clusters Score -1978688 nChanged 11
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	Iteration 357Q: 3 clusters Score -1978648 nChanged 9
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	Iteration 358Q: 3 clusters Score -1978692 nChanged 5
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	Iteration 359Q: 3 clusters Score -1978706 nChanged 12
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	Iteration 360F: 3 clusters Score -1978631 nChanged 22
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	Iteration 361Q: 3 clusters Score -1978684 nChanged 17
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	Iteration 362Q: 3 clusters Score -1978688 nChanged 16
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	Iteration 363Q: 3 clusters Score -1978707 nChanged 14
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	Iteration 364Q: 3 clusters Score -1978664 nChanged 6
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	Iteration 365Q: 3 clusters Score -1978700 nChanged 4
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	Iteration 369Q: 3 clusters Score -1978666 nChanged 17
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	Iteration 371Q: 3 clusters Score -1978696 nChanged 12
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	Iteration 372Q: 3 clusters Score -1978664 nChanged 14
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	Iteration 373Q: 3 clusters Score -1978642 nChanged 20
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	Iteration 377Q: 3 clusters Score -1978711 nChanged 12
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	Iteration 387Q: 3 clusters Score -1978618 nChanged 16
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	Iteration 390Q: 3 clusters Score -1978694 nChanged 7
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	Iteration 400F: 3 clusters Score -1978685 nChanged 4
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	Iteration 430Q: 3 clusters Score -1978616 nChanged 19
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	Iteration 439Q: 3 clusters Score -1978535 nChanged 23
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	Iteration 451Q: 3 clusters Score -1978619 nChanged 8
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	Iteration 459Q: 3 clusters Score -1978657 nChanged 18
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	Iteration 460F: 3 clusters Score -1978674 nChanged 17
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	Iteration 461Q: 3 clusters Score -1978620 nChanged 16
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	Iteration 462Q: 3 clusters Score -1978625 nChanged 22
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	Iteration 463Q: 3 clusters Score -1978687 nChanged 9
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	Iteration 465Q: 3 clusters Score -1978666 nChanged 10
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	Iteration 466Q: 3 clusters Score -1978675 nChanged 15
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	Iteration 469Q: 3 clusters Score -1978611 nChanged 14
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	Iteration 472Q: 3 clusters Score -1978621 nChanged 11
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Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -1978661.000000 Penalty: 4760.430176
	Iteration 473Q: 3 clusters Score -1978661 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -1978700.000000 Penalty: 4760.430176
	Iteration 474Q: 3 clusters Score -1978700 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -1978695.875000 Penalty: 4760.430176
	Iteration 475Q: 3 clusters Score -1978696 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -1978718.500000 Penalty: 4760.430176
	Iteration 476Q: 3 clusters Score -1978718 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10283 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -1978624.125000 Penalty: 4760.430176
	Iteration 477Q: 3 clusters Score -1978624 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -1978689.125000 Penalty: 4760.430176
	Iteration 478Q: 3 clusters Score -1978689 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -1978628.750000 Penalty: 4760.430176
	Iteration 479Q: 3 clusters Score -1978629 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -1978683.375000 Penalty: 4760.430176
	Iteration 480F: 3 clusters Score -1978683 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -1978639.875000 Penalty: 4760.430176
	Iteration 481Q: 3 clusters Score -1978640 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -1978709.750000 Penalty: 4760.430176
	Iteration 482Q: 3 clusters Score -1978710 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -1978672.125000 Penalty: 4760.430176
	Iteration 483Q: 3 clusters Score -1978672 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -1978615.375000 Penalty: 4760.430176
	Iteration 484Q: 3 clusters Score -1978615 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -1978673.875000 Penalty: 4760.430176
	Iteration 485Q: 3 clusters Score -1978674 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -1978638.000000 Penalty: 4760.430176
	Iteration 486Q: 3 clusters Score -1978638 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -1978659.250000 Penalty: 4760.430176
	Iteration 487Q: 3 clusters Score -1978659 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10276 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -1978592.750000 Penalty: 4760.430176
	Iteration 488Q: 3 clusters Score -1978593 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10277 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -1978703.375000 Penalty: 4760.430176
	Iteration 489Q: 3 clusters Score -1978703 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -1978679.750000 Penalty: 4760.430176
	Iteration 490Q: 3 clusters Score -1978680 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -1978676.875000 Penalty: 4760.430176
	Iteration 491Q: 3 clusters Score -1978677 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10272 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -1978659.375000 Penalty: 4760.430176
	Iteration 492Q: 3 clusters Score -1978659 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10272 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -1978545.875000 Penalty: 4760.430176
	Iteration 493Q: 3 clusters Score -1978546 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10272 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -1978558.750000 Penalty: 4760.430176
	Iteration 494Q: 3 clusters Score -1978559 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10274 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -1978598.000000 Penalty: 4760.430176
	Iteration 495Q: 3 clusters Score -1978598 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -1978626.625000 Penalty: 4760.430176
	Iteration 496Q: 3 clusters Score -1978627 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -1978559.875000 Penalty: 4760.430176
	Iteration 497Q: 3 clusters Score -1978560 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10283 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -1978689.000000 Penalty: 4760.430176
	Iteration 498Q: 3 clusters Score -1978689 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10285 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -1978660.375000 Penalty: 4760.430176
	Iteration 499Q: 3 clusters Score -1978660 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10287 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -1978696.125000 Penalty: 4760.430176
	Iteration 500F: 3 clusters Score -1978696 nChanged 8
Maximum iterations exceeded
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 15541 members 
Mstep: Class 3 contains 28107 members 
Mstep: Class 4 contains 38525 members 
Mstep: Class 5 contains 23510 members 
Mstep: Class 6 contains 10289 members 
Mstep: Class 7 contains 4312 members 
Mstep: Class 8 contains 40666 members 
Mstep: Class 9 contains 30550 members 
Mstep: Class 10 contains 13049 members 
Mstep: Class 11 contains 4439 members 
Mstep: Class 12 contains 234172 members 
Mstep: Class 13 contains 16800 members 
Mstep: Class 14 contains 14333 members 
Mstep: Class 15 contains 224577 members 
Mstep: Class 16 contains 8524 members 
Mstep: Class 17 contains 51255 members 
Mstep: Class 18 contains 9682 members 
Mstep: Class 19 contains 176952 members 
Mstep: Class 20 contains 52713 members 
Mstep: Class 21 contains 15864 members 
Mstep: Class 22 contains 1726 members 
Mstep: Class 23 contains 11330 members 
Mstep: Class 24 contains 4167 members 
Mstep: Class 25 contains 15325 members 
Mstep: Class 26 contains 76877 members 
Mstep: Class 27 contains 9372 members 
Mstep: Class 28 contains 13916 members 
Mstep: Class 29 contains 17781 members 
Mstep: Class 30 contains 8547 members 
Mstep: Class 31 contains 3102 members 
Mstep: Class 32 contains 4441 members 
Entering Unmasked Estep 
Score: -147357536.000000 Penalty: 111008.703125
Splitting cluster 6 changes total score from -147332192.000000 to -147357536.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 7 (4312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Entering Unmasked Estep 
Score: -529020.625000 Penalty: 2075.550781
	Iteration 0F: 2 clusters Score -529020.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -525029.187500 Penalty: 4151.101562
	Iteration 0F: 3 clusters Score -525029.2 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -526271.875000 Penalty: 4151.101562
	Iteration 1F: 3 clusters Score -526271.9 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -527395.875000 Penalty: 4151.101562
	Iteration 2F: 3 clusters Score -527395.9 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -528572.875000 Penalty: 4151.101562
	Iteration 3F: 3 clusters Score -528572.9 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -529262.375000 Penalty: 4151.101562
	Iteration 4F: 3 clusters Score -529262.4 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -529653.750000 Penalty: 4151.101562
	Iteration 5F: 3 clusters Score -529653.8 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -529879.812500 Penalty: 4151.101562
	Iteration 6F: 3 clusters Score -529879.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -529975.812500 Penalty: 4151.101562
	Iteration 7Q: 3 clusters Score -529975.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -530020.812500 Penalty: 4151.101562
	Iteration 8Q: 3 clusters Score -530020.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -530057.312500 Penalty: 4151.101562
	Iteration 9Q: 3 clusters Score -530057.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -530099.125000 Penalty: 4151.101562
	Iteration 10Q: 3 clusters Score -530099.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -530161.062500 Penalty: 4151.101562
	Iteration 11Q: 3 clusters Score -530161.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -530265.375000 Penalty: 4151.101562
	Iteration 12Q: 3 clusters Score -530265.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -530419.437500 Penalty: 4151.101562
	Iteration 13Q: 3 clusters Score -530419.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -530509.937500 Penalty: 4151.101562
	Iteration 14Q: 3 clusters Score -530509.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -530573.937500 Penalty: 4151.101562
	Iteration 15Q: 3 clusters Score -530573.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -530610.625000 Penalty: 4151.101562
	Iteration 16Q: 3 clusters Score -530610.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -530631.312500 Penalty: 4151.101562
	Iteration 17Q: 3 clusters Score -530631.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -530646.375000 Penalty: 4151.101562
	Iteration 18Q: 3 clusters Score -530646.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -530657.062500 Penalty: 4151.101562
	Iteration 19Q: 3 clusters Score -530657.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -530662.687500 Penalty: 4151.101562
	Iteration 20F: 3 clusters Score -530662.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -530668.500000 Penalty: 4151.101562
	Iteration 21Q: 3 clusters Score -530668.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -530670.750000 Penalty: 4151.101562
	Iteration 22Q: 3 clusters Score -530670.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -530675.062500 Penalty: 4151.101562
	Iteration 23Q: 3 clusters Score -530675.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -530676.750000 Penalty: 4151.101562
	Iteration 24Q: 3 clusters Score -530676.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -530680.812500 Penalty: 4151.101562
	Iteration 25Q: 3 clusters Score -530680.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -530683.187500 Penalty: 4151.101562
	Iteration 26Q: 3 clusters Score -530683.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -530687.125000 Penalty: 4151.101562
	Iteration 27Q: 3 clusters Score -530687.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -530690.500000 Penalty: 4151.101562
	Iteration 28Q: 3 clusters Score -530690.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -530694.312500 Penalty: 4151.101562
	Iteration 29Q: 3 clusters Score -530694.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -530702.875000 Penalty: 4151.101562
	Iteration 30Q: 3 clusters Score -530702.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -530711.750000 Penalty: 4151.101562
	Iteration 31Q: 3 clusters Score -530711.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -530714.812500 Penalty: 4151.101562
	Iteration 32Q: 3 clusters Score -530714.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -530717.125000 Penalty: 4151.101562
	Iteration 33Q: 3 clusters Score -530717.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -530721.750000 Penalty: 4151.101562
	Iteration 34Q: 3 clusters Score -530721.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -530726.187500 Penalty: 4151.101562
	Iteration 35Q: 3 clusters Score -530726.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -530729.750000 Penalty: 4151.101562
	Iteration 36Q: 3 clusters Score -530729.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -530733.187500 Penalty: 4151.101562
	Iteration 37Q: 3 clusters Score -530733.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -530735.687500 Penalty: 4151.101562
	Iteration 38Q: 3 clusters Score -530735.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -530736.625000 Penalty: 4151.101562
	Iteration 39Q: 3 clusters Score -530736.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -530736.312500 Penalty: 4151.101562
	Iteration 40F: 3 clusters Score -530736.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 15541 members 
Mstep: Class 3 contains 28107 members 
Mstep: Class 4 contains 38525 members 
Mstep: Class 5 contains 23510 members 
Mstep: Class 6 contains 10289 members 
Mstep: Class 7 contains 3093 members 
Mstep: Class 8 contains 40666 members 
Mstep: Class 9 contains 30550 members 
Mstep: Class 10 contains 13049 members 
Mstep: Class 11 contains 4439 members 
Mstep: Class 12 contains 234172 members 
Mstep: Class 13 contains 16800 members 
Mstep: Class 14 contains 14333 members 
Mstep: Class 15 contains 224577 members 
Mstep: Class 16 contains 8524 members 
Mstep: Class 17 contains 51255 members 
Mstep: Class 18 contains 9682 members 
Mstep: Class 19 contains 176952 members 
Mstep: Class 20 contains 52713 members 
Mstep: Class 21 contains 15864 members 
Mstep: Class 22 contains 1726 members 
Mstep: Class 23 contains 11330 members 
Mstep: Class 24 contains 4167 members 
Mstep: Class 25 contains 15325 members 
Mstep: Class 26 contains 76877 members 
Mstep: Class 27 contains 9372 members 
Mstep: Class 28 contains 13916 members 
Mstep: Class 29 contains 17781 members 
Mstep: Class 30 contains 8547 members 
Mstep: Class 31 contains 3102 members 
Mstep: Class 32 contains 4441 members 
Mstep: Class 33 contains 1219 members 
Entering Unmasked Estep 
Score: -147357840.000000 Penalty: 114477.718750
Splitting cluster 7 changes total score from -147332192.000000 to -147357840.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 8 (40666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40666 members 
Entering Unmasked Estep 
Score: -4810353.500000 Penalty: 2632.060547
	Iteration 0F: 2 clusters Score -4810354 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20457 members 
Mstep: Class 2 contains 20209 members 
Entering Unmasked Estep 
Score: -4782845.000000 Penalty: 5264.121094
	Iteration 0F: 3 clusters Score -4782845 nChanged 18515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21272 members 
Mstep: Class 2 contains 19394 members 
Entering Unmasked Estep 
Score: -4793354.500000 Penalty: 5264.121094
	Iteration 1F: 3 clusters Score -4793354 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21878 members 
Mstep: Class 2 contains 18788 members 
Entering Unmasked Estep 
Score: -4794397.500000 Penalty: 5264.121094
	Iteration 2F: 3 clusters Score -4794398 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22672 members 
Mstep: Class 2 contains 17994 members 
Entering Unmasked Estep 
Score: -4795639.500000 Penalty: 5264.121094
	Iteration 3F: 3 clusters Score -4795640 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23713 members 
Mstep: Class 2 contains 16953 members 
Entering Unmasked Estep 
Score: -4797160.500000 Penalty: 5264.121094
	Iteration 4F: 3 clusters Score -4797160 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25022 members 
Mstep: Class 2 contains 15644 members 
Entering Unmasked Estep 
Score: -4798927.500000 Penalty: 5264.121094
	Iteration 5F: 3 clusters Score -4798928 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26468 members 
Mstep: Class 2 contains 14198 members 
Entering Unmasked Estep 
Score: -4800779.000000 Penalty: 5264.121094
	Iteration 6F: 3 clusters Score -4800779 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27932 members 
Mstep: Class 2 contains 12734 members 
Entering Unmasked Estep 
Score: -4802453.000000 Penalty: 5264.121094
	Iteration 7F: 3 clusters Score -4802453 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29246 members 
Mstep: Class 2 contains 11420 members 
Entering Unmasked Estep 
Score: -4803784.000000 Penalty: 5264.121094
	Iteration 8Q: 3 clusters Score -4803784 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30362 members 
Mstep: Class 2 contains 10304 members 
Entering Unmasked Estep 
Score: -4804721.500000 Penalty: 5264.121094
	Iteration 9Q: 3 clusters Score -4804722 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31264 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -4805369.000000 Penalty: 5264.121094
	Iteration 10Q: 3 clusters Score -4805369 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32017 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -4805835.500000 Penalty: 5264.121094
	Iteration 11Q: 3 clusters Score -4805836 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32702 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -4806202.500000 Penalty: 5264.121094
	Iteration 12Q: 3 clusters Score -4806202 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33300 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -4806481.500000 Penalty: 5264.121094
	Iteration 13Q: 3 clusters Score -4806482 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33855 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -4806706.500000 Penalty: 5264.121094
	Iteration 14Q: 3 clusters Score -4806706 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34373 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -4806897.000000 Penalty: 5264.121094
	Iteration 15Q: 3 clusters Score -4806897 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34850 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -4807107.000000 Penalty: 5264.121094
	Iteration 16Q: 3 clusters Score -4807107 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35288 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -4807294.500000 Penalty: 5264.121094
	Iteration 17Q: 3 clusters Score -4807294 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35719 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -4807481.500000 Penalty: 5264.121094
	Iteration 18Q: 3 clusters Score -4807482 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36114 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -4807656.000000 Penalty: 5264.121094
	Iteration 19Q: 3 clusters Score -4807656 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36484 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -4807844.500000 Penalty: 5264.121094
	Iteration 20F: 3 clusters Score -4807844 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36859 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -4808003.000000 Penalty: 5264.121094
	Iteration 21Q: 3 clusters Score -4808003 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37222 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -4808194.000000 Penalty: 5264.121094
	Iteration 22Q: 3 clusters Score -4808194 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37540 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -4808392.500000 Penalty: 5264.121094
	Iteration 23Q: 3 clusters Score -4808392 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37809 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -4808528.000000 Penalty: 5264.121094
	Iteration 24Q: 3 clusters Score -4808528 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38056 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -4808674.500000 Penalty: 5264.121094
	Iteration 25Q: 3 clusters Score -4808674 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38253 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -4808825.000000 Penalty: 5264.121094
	Iteration 26Q: 3 clusters Score -4808825 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38439 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -4808936.500000 Penalty: 5264.121094
	Iteration 27Q: 3 clusters Score -4808936 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38586 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -4809074.000000 Penalty: 5264.121094
	Iteration 28Q: 3 clusters Score -4809074 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38711 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -4809215.500000 Penalty: 5264.121094
	Iteration 29Q: 3 clusters Score -4809216 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38797 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -4809304.000000 Penalty: 5264.121094
	Iteration 30Q: 3 clusters Score -4809304 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38865 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -4809379.000000 Penalty: 5264.121094
	Iteration 31Q: 3 clusters Score -4809379 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38924 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -4809415.500000 Penalty: 5264.121094
	Iteration 32Q: 3 clusters Score -4809416 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38957 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -4809435.000000 Penalty: 5264.121094
	Iteration 33Q: 3 clusters Score -4809435 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38985 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -4809453.000000 Penalty: 5264.121094
	Iteration 34Q: 3 clusters Score -4809453 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39016 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -4809465.500000 Penalty: 5264.121094
	Iteration 35Q: 3 clusters Score -4809466 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39035 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -4809488.500000 Penalty: 5264.121094
	Iteration 36Q: 3 clusters Score -4809488 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39042 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -4809494.000000 Penalty: 5264.121094
	Iteration 37Q: 3 clusters Score -4809494 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39045 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -4809498.000000 Penalty: 5264.121094
	Iteration 38Q: 3 clusters Score -4809498 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39049 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -4809510.000000 Penalty: 5264.121094
	Iteration 39Q: 3 clusters Score -4809510 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39046 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -4809530.000000 Penalty: 5264.121094
	Iteration 40F: 3 clusters Score -4809530 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39040 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -4809537.500000 Penalty: 5264.121094
	Iteration 41Q: 3 clusters Score -4809538 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39046 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -4809547.000000 Penalty: 5264.121094
	Iteration 42Q: 3 clusters Score -4809547 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39057 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -4809553.500000 Penalty: 5264.121094
	Iteration 43Q: 3 clusters Score -4809554 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39063 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -4809542.000000 Penalty: 5264.121094
	Iteration 44Q: 3 clusters Score -4809542 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39065 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -4809547.500000 Penalty: 5264.121094
	Iteration 45Q: 3 clusters Score -4809548 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39068 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -4809545.500000 Penalty: 5264.121094
	Iteration 46Q: 3 clusters Score -4809546 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39069 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -4809551.000000 Penalty: 5264.121094
	Iteration 47Q: 3 clusters Score -4809551 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39070 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -4809554.500000 Penalty: 5264.121094
	Iteration 48Q: 3 clusters Score -4809554 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39072 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -4809562.500000 Penalty: 5264.121094
	Iteration 49Q: 3 clusters Score -4809562 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39073 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -4809568.500000 Penalty: 5264.121094
	Iteration 50Q: 3 clusters Score -4809568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39074 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -4809564.500000 Penalty: 5264.121094
	Iteration 51Q: 3 clusters Score -4809564 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39077 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -4809561.000000 Penalty: 5264.121094
	Iteration 52Q: 3 clusters Score -4809561 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39081 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -4809562.000000 Penalty: 5264.121094
	Iteration 53Q: 3 clusters Score -4809562 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39085 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -4809566.500000 Penalty: 5264.121094
	Iteration 54Q: 3 clusters Score -4809566 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39084 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -4809566.500000 Penalty: 5264.121094
	Iteration 55Q: 3 clusters Score -4809566 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39082 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -4809565.000000 Penalty: 5264.121094
	Iteration 56Q: 3 clusters Score -4809565 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39082 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -4809564.000000 Penalty: 5264.121094
	Iteration 57Q: 3 clusters Score -4809564 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39086 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -4809561.000000 Penalty: 5264.121094
	Iteration 58Q: 3 clusters Score -4809561 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39091 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -4809567.000000 Penalty: 5264.121094
	Iteration 59Q: 3 clusters Score -4809567 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39093 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -4809567.000000 Penalty: 5264.121094
	Iteration 60F: 3 clusters Score -4809567 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39092 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -4809560.500000 Penalty: 5264.121094
	Iteration 61Q: 3 clusters Score -4809560 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39097 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -4809558.000000 Penalty: 5264.121094
	Iteration 62Q: 3 clusters Score -4809558 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39097 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -4809565.000000 Penalty: 5264.121094
	Iteration 63Q: 3 clusters Score -4809565 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39099 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -4809571.000000 Penalty: 5264.121094
	Iteration 64Q: 3 clusters Score -4809571 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39103 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -4809570.500000 Penalty: 5264.121094
	Iteration 65Q: 3 clusters Score -4809570 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39107 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -4809575.000000 Penalty: 5264.121094
	Iteration 66Q: 3 clusters Score -4809575 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39112 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -4809574.500000 Penalty: 5264.121094
	Iteration 67Q: 3 clusters Score -4809574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39114 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -4809578.000000 Penalty: 5264.121094
	Iteration 68Q: 3 clusters Score -4809578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39115 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -4809575.000000 Penalty: 5264.121094
	Iteration 69Q: 3 clusters Score -4809575 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39116 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -4809577.500000 Penalty: 5264.121094
	Iteration 70Q: 3 clusters Score -4809578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39117 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -4809580.500000 Penalty: 5264.121094
	Iteration 71Q: 3 clusters Score -4809580 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39117 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -4809580.500000 Penalty: 5264.121094
	Iteration 72F: 3 clusters Score -4809580 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (30550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30550 members 
Entering Unmasked Estep 
Score: -3877747.500000 Penalty: 2561.125732
	Iteration 0F: 2 clusters Score -3877748 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15307 members 
Mstep: Class 2 contains 15243 members 
Entering Unmasked Estep 
Score: -3856824.500000 Penalty: 5122.251465
	Iteration 0F: 3 clusters Score -3856824 nChanged 13782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15423 members 
Mstep: Class 2 contains 15127 members 
Entering Unmasked Estep 
Score: -3864612.000000 Penalty: 5122.251465
	Iteration 1F: 3 clusters Score -3864612 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15538 members 
Mstep: Class 2 contains 15012 members 
Entering Unmasked Estep 
Score: -3865496.750000 Penalty: 5122.251465
	Iteration 2F: 3 clusters Score -3865497 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15783 members 
Mstep: Class 2 contains 14767 members 
Entering Unmasked Estep 
Score: -3866371.500000 Penalty: 5122.251465
	Iteration 3F: 3 clusters Score -3866372 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16160 members 
Mstep: Class 2 contains 14390 members 
Entering Unmasked Estep 
Score: -3867166.500000 Penalty: 5122.251465
	Iteration 4F: 3 clusters Score -3867166 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16704 members 
Mstep: Class 2 contains 13846 members 
Entering Unmasked Estep 
Score: -3867919.750000 Penalty: 5122.251465
	Iteration 5F: 3 clusters Score -3867920 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17476 members 
Mstep: Class 2 contains 13074 members 
Entering Unmasked Estep 
Score: -3868729.500000 Penalty: 5122.251465
	Iteration 6Q: 3 clusters Score -3868730 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18454 members 
Mstep: Class 2 contains 12096 members 
Entering Unmasked Estep 
Score: -3869668.500000 Penalty: 5122.251465
	Iteration 7Q: 3 clusters Score -3869668 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19562 members 
Mstep: Class 2 contains 10988 members 
Entering Unmasked Estep 
Score: -3870684.750000 Penalty: 5122.251465
	Iteration 8Q: 3 clusters Score -3870685 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20692 members 
Mstep: Class 2 contains 9858 members 
Entering Unmasked Estep 
Score: -3871714.000000 Penalty: 5122.251465
	Iteration 9Q: 3 clusters Score -3871714 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21801 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -3872656.000000 Penalty: 5122.251465
	Iteration 10Q: 3 clusters Score -3872656 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22822 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -3873481.500000 Penalty: 5122.251465
	Iteration 11Q: 3 clusters Score -3873482 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23737 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -3874139.250000 Penalty: 5122.251465
	Iteration 12Q: 3 clusters Score -3874139 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24515 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -3874666.250000 Penalty: 5122.251465
	Iteration 13Q: 3 clusters Score -3874666 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25201 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -3875145.750000 Penalty: 5122.251465
	Iteration 14Q: 3 clusters Score -3875146 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25798 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -3875516.500000 Penalty: 5122.251465
	Iteration 15Q: 3 clusters Score -3875516 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26266 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -3875813.250000 Penalty: 5122.251465
	Iteration 16Q: 3 clusters Score -3875813 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26650 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -3876024.250000 Penalty: 5122.251465
	Iteration 17Q: 3 clusters Score -3876024 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26935 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -3876171.500000 Penalty: 5122.251465
	Iteration 18Q: 3 clusters Score -3876172 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27173 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -3876296.500000 Penalty: 5122.251465
	Iteration 19Q: 3 clusters Score -3876296 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27361 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -3876390.000000 Penalty: 5122.251465
	Iteration 20F: 3 clusters Score -3876390 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27529 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -3876453.500000 Penalty: 5122.251465
	Iteration 21Q: 3 clusters Score -3876454 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27658 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -3876515.750000 Penalty: 5122.251465
	Iteration 22Q: 3 clusters Score -3876516 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27779 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -3876560.750000 Penalty: 5122.251465
	Iteration 23Q: 3 clusters Score -3876561 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27905 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -3876615.500000 Penalty: 5122.251465
	Iteration 24Q: 3 clusters Score -3876616 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27992 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -3876656.750000 Penalty: 5122.251465
	Iteration 25Q: 3 clusters Score -3876657 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28067 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -3876675.000000 Penalty: 5122.251465
	Iteration 26Q: 3 clusters Score -3876675 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28132 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -3876701.500000 Penalty: 5122.251465
	Iteration 27Q: 3 clusters Score -3876702 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28193 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -3876715.750000 Penalty: 5122.251465
	Iteration 28Q: 3 clusters Score -3876716 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28243 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -3876736.750000 Penalty: 5122.251465
	Iteration 29Q: 3 clusters Score -3876737 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28296 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -3876746.750000 Penalty: 5122.251465
	Iteration 30Q: 3 clusters Score -3876747 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28331 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -3876760.000000 Penalty: 5122.251465
	Iteration 31Q: 3 clusters Score -3876760 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28358 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -3876763.750000 Penalty: 5122.251465
	Iteration 32Q: 3 clusters Score -3876764 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28376 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -3876770.250000 Penalty: 5122.251465
	Iteration 33Q: 3 clusters Score -3876770 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28392 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -3876770.000000 Penalty: 5122.251465
	Iteration 34Q: 3 clusters Score -3876770 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28407 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -3876777.000000 Penalty: 5122.251465
	Iteration 35Q: 3 clusters Score -3876777 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28423 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -3876779.250000 Penalty: 5122.251465
	Iteration 36Q: 3 clusters Score -3876779 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28434 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -3876778.500000 Penalty: 5122.251465
	Iteration 37Q: 3 clusters Score -3876778 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28441 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -3876775.750000 Penalty: 5122.251465
	Iteration 38Q: 3 clusters Score -3876776 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28450 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -3876782.750000 Penalty: 5122.251465
	Iteration 39Q: 3 clusters Score -3876783 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28456 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -3876784.000000 Penalty: 5122.251465
	Iteration 40F: 3 clusters Score -3876784 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28461 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -3876787.250000 Penalty: 5122.251465
	Iteration 41Q: 3 clusters Score -3876787 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28463 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -3876789.000000 Penalty: 5122.251465
	Iteration 42Q: 3 clusters Score -3876789 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28466 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -3876788.500000 Penalty: 5122.251465
	Iteration 43Q: 3 clusters Score -3876788 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28466 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -3876788.500000 Penalty: 5122.251465
	Iteration 44F: 3 clusters Score -3876788 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (13049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13049 members 
Entering Unmasked Estep 
Score: -1650950.375000 Penalty: 2350.163818
	Iteration 0F: 2 clusters Score -1650950 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 6474 members 
Entering Unmasked Estep 
Score: -1641300.250000 Penalty: 4700.327637
	Iteration 0F: 3 clusters Score -1641300 nChanged 5535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -1644255.375000 Penalty: 4700.327637
	Iteration 1F: 3 clusters Score -1644255 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -1644571.875000 Penalty: 4700.327637
	Iteration 2F: 3 clusters Score -1644572 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -1644817.125000 Penalty: 4700.327637
	Iteration 3Q: 3 clusters Score -1644817 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -1645035.375000 Penalty: 4700.327637
	Iteration 4Q: 3 clusters Score -1645035 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -1645248.375000 Penalty: 4700.327637
	Iteration 5Q: 3 clusters Score -1645248 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -1645506.875000 Penalty: 4700.327637
	Iteration 6Q: 3 clusters Score -1645507 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -1645793.875000 Penalty: 4700.327637
	Iteration 7Q: 3 clusters Score -1645794 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -1646148.500000 Penalty: 4700.327637
	Iteration 8Q: 3 clusters Score -1646148 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -1646546.875000 Penalty: 4700.327637
	Iteration 9Q: 3 clusters Score -1646547 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9912 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -1647002.000000 Penalty: 4700.327637
	Iteration 10Q: 3 clusters Score -1647002 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10431 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -1647423.625000 Penalty: 4700.327637
	Iteration 11Q: 3 clusters Score -1647424 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10863 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -1647729.750000 Penalty: 4700.327637
	Iteration 12Q: 3 clusters Score -1647730 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11209 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -1647993.375000 Penalty: 4700.327637
	Iteration 13Q: 3 clusters Score -1647993 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11476 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -1648203.500000 Penalty: 4700.327637
	Iteration 14Q: 3 clusters Score -1648204 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11693 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -1648383.250000 Penalty: 4700.327637
	Iteration 15Q: 3 clusters Score -1648383 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11860 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -1648536.875000 Penalty: 4700.327637
	Iteration 16Q: 3 clusters Score -1648537 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11981 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -1648639.250000 Penalty: 4700.327637
	Iteration 17Q: 3 clusters Score -1648639 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12062 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -1648702.000000 Penalty: 4700.327637
	Iteration 18Q: 3 clusters Score -1648702 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12142 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -1648765.875000 Penalty: 4700.327637
	Iteration 19Q: 3 clusters Score -1648766 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12207 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -1648812.375000 Penalty: 4700.327637
	Iteration 20F: 3 clusters Score -1648812 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12248 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -1648850.250000 Penalty: 4700.327637
	Iteration 21Q: 3 clusters Score -1648850 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12282 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -1648879.875000 Penalty: 4700.327637
	Iteration 22Q: 3 clusters Score -1648880 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12315 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -1648905.250000 Penalty: 4700.327637
	Iteration 23Q: 3 clusters Score -1648905 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12337 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -1648919.375000 Penalty: 4700.327637
	Iteration 24Q: 3 clusters Score -1648919 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12354 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -1648930.375000 Penalty: 4700.327637
	Iteration 25Q: 3 clusters Score -1648930 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12365 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -1648940.250000 Penalty: 4700.327637
	Iteration 26Q: 3 clusters Score -1648940 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12374 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -1648951.000000 Penalty: 4700.327637
	Iteration 27Q: 3 clusters Score -1648951 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12380 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -1648957.250000 Penalty: 4700.327637
	Iteration 28Q: 3 clusters Score -1648957 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12387 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -1648963.500000 Penalty: 4700.327637
	Iteration 29Q: 3 clusters Score -1648964 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12395 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -1648970.000000 Penalty: 4700.327637
	Iteration 30Q: 3 clusters Score -1648970 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12401 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1648971.375000 Penalty: 4700.327637
	Iteration 31Q: 3 clusters Score -1648971 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12406 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1648975.500000 Penalty: 4700.327637
	Iteration 32Q: 3 clusters Score -1648976 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12411 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -1648976.500000 Penalty: 4700.327637
	Iteration 33Q: 3 clusters Score -1648976 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12417 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -1648981.875000 Penalty: 4700.327637
	Iteration 34Q: 3 clusters Score -1648982 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12422 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -1648987.875000 Penalty: 4700.327637
	Iteration 35Q: 3 clusters Score -1648988 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12424 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1648988.125000 Penalty: 4700.327637
	Iteration 36Q: 3 clusters Score -1648988 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12424 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1648988.125000 Penalty: 4700.327637
	Iteration 37F: 3 clusters Score -1648988 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Entering Unmasked Estep 
Score: -542805.937500 Penalty: 2082.749756
	Iteration 0F: 2 clusters Score -542805.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -538640.062500 Penalty: 4165.499512
	Iteration 0F: 3 clusters Score -538640.1 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -539841.000000 Penalty: 4165.499512
	Iteration 1F: 3 clusters Score -539841 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -540319.250000 Penalty: 4165.499512
	Iteration 2F: 3 clusters Score -540319.2 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -540680.375000 Penalty: 4165.499512
	Iteration 3F: 3 clusters Score -540680.4 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -540957.312500 Penalty: 4165.499512
	Iteration 4F: 3 clusters Score -540957.3 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -541162.312500 Penalty: 4165.499512
	Iteration 5F: 3 clusters Score -541162.3 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -541342.375000 Penalty: 4165.499512
	Iteration 6Q: 3 clusters Score -541342.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -541446.562500 Penalty: 4165.499512
	Iteration 7Q: 3 clusters Score -541446.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -541522.312500 Penalty: 4165.499512
	Iteration 8Q: 3 clusters Score -541522.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -541570.312500 Penalty: 4165.499512
	Iteration 9Q: 3 clusters Score -541570.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -541593.812500 Penalty: 4165.499512
	Iteration 10Q: 3 clusters Score -541593.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -541607.687500 Penalty: 4165.499512
	Iteration 11Q: 3 clusters Score -541607.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -541621.375000 Penalty: 4165.499512
	Iteration 12Q: 3 clusters Score -541621.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -541630.562500 Penalty: 4165.499512
	Iteration 13Q: 3 clusters Score -541630.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -541639.000000 Penalty: 4165.499512
	Iteration 14Q: 3 clusters Score -541639 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -541645.375000 Penalty: 4165.499512
	Iteration 15Q: 3 clusters Score -541645.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -541647.000000 Penalty: 4165.499512
	Iteration 16Q: 3 clusters Score -541647 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -541649.812500 Penalty: 4165.499512
	Iteration 17Q: 3 clusters Score -541649.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -541651.812500 Penalty: 4165.499512
	Iteration 18Q: 3 clusters Score -541651.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -541653.187500 Penalty: 4165.499512
	Iteration 19Q: 3 clusters Score -541653.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -541653.187500 Penalty: 4165.499512
	Iteration 20F: 3 clusters Score -541653.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (234172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234172 members 
Entering Unmasked Estep 
Score: -30172702.000000 Penalty: 3066.225342
	Iteration 0F: 2 clusters Score -3.01727e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117388 members 
Mstep: Class 2 contains 116784 members 
Entering Unmasked Estep 
Score: -30039042.000000 Penalty: 6132.450684
	Iteration 0F: 3 clusters Score -3.003904e+07 nChanged 113048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121908 members 
Mstep: Class 2 contains 112264 members 
Entering Unmasked Estep 
Score: -30104726.000000 Penalty: 6132.450684
	Iteration 1F: 3 clusters Score -3.010473e+07 nChanged 5934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125544 members 
Mstep: Class 2 contains 108628 members 
Entering Unmasked Estep 
Score: -30105982.000000 Penalty: 6132.450684
	Iteration 2Q: 3 clusters Score -3.010598e+07 nChanged 7080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131324 members 
Mstep: Class 2 contains 102848 members 
Entering Unmasked Estep 
Score: -30107746.000000 Penalty: 6132.450684
	Iteration 3Q: 3 clusters Score -3.010775e+07 nChanged 9483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140145 members 
Mstep: Class 2 contains 94027 members 
Entering Unmasked Estep 
Score: -30111152.000000 Penalty: 6132.450684
	Iteration 4Q: 3 clusters Score -3.011115e+07 nChanged 13676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153575 members 
Mstep: Class 2 contains 80597 members 
Entering Unmasked Estep 
Score: -30118246.000000 Penalty: 6132.450684
	Iteration 5F: 3 clusters Score -3.011825e+07 nChanged 19045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172556 members 
Mstep: Class 2 contains 61616 members 
Entering Unmasked Estep 
Score: -30131972.000000 Penalty: 6132.450684
	Iteration 6F: 3 clusters Score -3.013197e+07 nChanged 22694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195236 members 
Mstep: Class 2 contains 38936 members 
Entering Unmasked Estep 
Score: -30151118.000000 Penalty: 6132.450684
	Iteration 7F: 3 clusters Score -3.015112e+07 nChanged 21140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216360 members 
Mstep: Class 2 contains 17812 members 
Entering Unmasked Estep 
Score: -30163322.000000 Penalty: 6132.450684
	Iteration 8F: 3 clusters Score -3.016332e+07 nChanged 11954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228314 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -30167640.000000 Penalty: 6132.450684
	Iteration 9F: 3 clusters Score -3.016764e+07 nChanged 4055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232367 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -30169082.000000 Penalty: 6132.450684
	Iteration 10Q: 3 clusters Score -3.016908e+07 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233461 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -30169704.000000 Penalty: 6132.450684
	Iteration 11Q: 3 clusters Score -3.01697e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233729 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -30169882.000000 Penalty: 6132.450684
	Iteration 12Q: 3 clusters Score -3.016988e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233800 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -30169964.000000 Penalty: 6132.450684
	Iteration 13Q: 3 clusters Score -3.016996e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233825 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -30170044.000000 Penalty: 6132.450684
	Iteration 14Q: 3 clusters Score -3.017004e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233834 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -30170108.000000 Penalty: 6132.450684
	Iteration 15Q: 3 clusters Score -3.017011e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233837 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -30170160.000000 Penalty: 6132.450684
	Iteration 16Q: 3 clusters Score -3.017016e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233844 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -30170176.000000 Penalty: 6132.450684
	Iteration 17Q: 3 clusters Score -3.017018e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233850 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -30170180.000000 Penalty: 6132.450684
	Iteration 18Q: 3 clusters Score -3.017018e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233851 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -30170168.000000 Penalty: 6132.450684
	Iteration 19Q: 3 clusters Score -3.017017e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233855 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -30170184.000000 Penalty: 6132.450684
	Iteration 20F: 3 clusters Score -3.017018e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233855 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -30170188.000000 Penalty: 6132.450684
	Iteration 21Q: 3 clusters Score -3.017019e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233851 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -30170198.000000 Penalty: 6132.450684
	Iteration 22Q: 3 clusters Score -3.01702e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233851 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -30170196.000000 Penalty: 6132.450684
	Iteration 23Q: 3 clusters Score -3.01702e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233850 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -30170202.000000 Penalty: 6132.450684
	Iteration 24Q: 3 clusters Score -3.01702e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233850 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -30170202.000000 Penalty: 6132.450684
	Iteration 25F: 3 clusters Score -3.01702e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (16800 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16800 members 
Entering Unmasked Estep 
Score: -2017093.875000 Penalty: 2412.825439
	Iteration 0F: 2 clusters Score -2017094 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -2005046.625000 Penalty: 4825.650879
	Iteration 0F: 3 clusters Score -2005047 nChanged 7314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -2009152.875000 Penalty: 4825.650879
	Iteration 1F: 3 clusters Score -2009153 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -2009570.625000 Penalty: 4825.650879
	Iteration 2F: 3 clusters Score -2009571 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -2009913.125000 Penalty: 4825.650879
	Iteration 3Q: 3 clusters Score -2009913 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -2010212.875000 Penalty: 4825.650879
	Iteration 4Q: 3 clusters Score -2010213 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -2010513.000000 Penalty: 4825.650879
	Iteration 5Q: 3 clusters Score -2010513 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -2010917.375000 Penalty: 4825.650879
	Iteration 6Q: 3 clusters Score -2010917 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -2011432.125000 Penalty: 4825.650879
	Iteration 7Q: 3 clusters Score -2011432 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -2011957.000000 Penalty: 4825.650879
	Iteration 8Q: 3 clusters Score -2011957 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -2012479.000000 Penalty: 4825.650879
	Iteration 9Q: 3 clusters Score -2012479 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -2013031.000000 Penalty: 4825.650879
	Iteration 10Q: 3 clusters Score -2013031 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -2013519.625000 Penalty: 4825.650879
	Iteration 11Q: 3 clusters Score -2013520 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -2013912.000000 Penalty: 4825.650879
	Iteration 12Q: 3 clusters Score -2013912 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -2014185.750000 Penalty: 4825.650879
	Iteration 13Q: 3 clusters Score -2014186 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -2014367.375000 Penalty: 4825.650879
	Iteration 14Q: 3 clusters Score -2014367 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -2014483.000000 Penalty: 4825.650879
	Iteration 15Q: 3 clusters Score -2014483 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -2014570.750000 Penalty: 4825.650879
	Iteration 16Q: 3 clusters Score -2014571 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -2014624.000000 Penalty: 4825.650879
	Iteration 17Q: 3 clusters Score -2014624 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -2014675.375000 Penalty: 4825.650879
	Iteration 18Q: 3 clusters Score -2014675 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -2014716.375000 Penalty: 4825.650879
	Iteration 19Q: 3 clusters Score -2014716 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -2014747.125000 Penalty: 4825.650879
	Iteration 20F: 3 clusters Score -2014747 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -2014765.000000 Penalty: 4825.650879
	Iteration 21Q: 3 clusters Score -2014765 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -2014791.750000 Penalty: 4825.650879
	Iteration 22Q: 3 clusters Score -2014792 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -2014809.125000 Penalty: 4825.650879
	Iteration 23Q: 3 clusters Score -2014809 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -2014826.125000 Penalty: 4825.650879
	Iteration 24Q: 3 clusters Score -2014826 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -2014829.250000 Penalty: 4825.650879
	Iteration 25Q: 3 clusters Score -2014829 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -2014841.250000 Penalty: 4825.650879
	Iteration 26Q: 3 clusters Score -2014841 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -2014853.000000 Penalty: 4825.650879
	Iteration 27Q: 3 clusters Score -2014853 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -2014870.500000 Penalty: 4825.650879
	Iteration 28Q: 3 clusters Score -2014870 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -2014888.875000 Penalty: 4825.650879
	Iteration 29Q: 3 clusters Score -2014889 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -2014913.750000 Penalty: 4825.650879
	Iteration 30Q: 3 clusters Score -2014914 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -2014934.125000 Penalty: 4825.650879
	Iteration 31Q: 3 clusters Score -2014934 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -2014956.000000 Penalty: 4825.650879
	Iteration 32Q: 3 clusters Score -2014956 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8470 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -2014987.125000 Penalty: 4825.650879
	Iteration 33Q: 3 clusters Score -2014987 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -2015011.875000 Penalty: 4825.650879
	Iteration 34Q: 3 clusters Score -2015012 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -2015037.875000 Penalty: 4825.650879
	Iteration 35Q: 3 clusters Score -2015038 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -2015065.500000 Penalty: 4825.650879
	Iteration 36Q: 3 clusters Score -2015066 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -2015095.625000 Penalty: 4825.650879
	Iteration 37Q: 3 clusters Score -2015096 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -2015121.625000 Penalty: 4825.650879
	Iteration 38Q: 3 clusters Score -2015122 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -2015160.000000 Penalty: 4825.650879
	Iteration 39Q: 3 clusters Score -2015160 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -2015196.375000 Penalty: 4825.650879
	Iteration 40F: 3 clusters Score -2015196 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -2015245.375000 Penalty: 4825.650879
	Iteration 41Q: 3 clusters Score -2015245 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -2015275.125000 Penalty: 4825.650879
	Iteration 42Q: 3 clusters Score -2015275 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -2015313.875000 Penalty: 4825.650879
	Iteration 43Q: 3 clusters Score -2015314 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -2015345.125000 Penalty: 4825.650879
	Iteration 44Q: 3 clusters Score -2015345 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 9462 members 
Entering Unmasked Estep 
Score: -2015371.375000 Penalty: 4825.650879
	Iteration 45Q: 3 clusters Score -2015371 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 9564 members 
Entering Unmasked Estep 
Score: -2015402.125000 Penalty: 4825.650879
	Iteration 46Q: 3 clusters Score -2015402 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -2015425.500000 Penalty: 4825.650879
	Iteration 47Q: 3 clusters Score -2015426 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -2015442.250000 Penalty: 4825.650879
	Iteration 48Q: 3 clusters Score -2015442 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 9841 members 
Entering Unmasked Estep 
Score: -2015465.625000 Penalty: 4825.650879
	Iteration 49Q: 3 clusters Score -2015466 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 9925 members 
Entering Unmasked Estep 
Score: -2015486.875000 Penalty: 4825.650879
	Iteration 50Q: 3 clusters Score -2015487 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 10007 members 
Entering Unmasked Estep 
Score: -2015501.250000 Penalty: 4825.650879
	Iteration 51Q: 3 clusters Score -2015501 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 10081 members 
Entering Unmasked Estep 
Score: -2015519.000000 Penalty: 4825.650879
	Iteration 52Q: 3 clusters Score -2015519 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 10145 members 
Entering Unmasked Estep 
Score: -2015526.875000 Penalty: 4825.650879
	Iteration 53Q: 3 clusters Score -2015527 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 10189 members 
Entering Unmasked Estep 
Score: -2015540.375000 Penalty: 4825.650879
	Iteration 54Q: 3 clusters Score -2015540 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
Score: -2015544.250000 Penalty: 4825.650879
	Iteration 55Q: 3 clusters Score -2015544 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -2015547.375000 Penalty: 4825.650879
	Iteration 56Q: 3 clusters Score -2015547 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 10327 members 
Entering Unmasked Estep 
Score: -2015562.750000 Penalty: 4825.650879
	Iteration 57Q: 3 clusters Score -2015563 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 10365 members 
Entering Unmasked Estep 
Score: -2015568.750000 Penalty: 4825.650879
	Iteration 58Q: 3 clusters Score -2015569 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 10403 members 
Entering Unmasked Estep 
Score: -2015575.750000 Penalty: 4825.650879
	Iteration 59Q: 3 clusters Score -2015576 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 10436 members 
Entering Unmasked Estep 
Score: -2015579.750000 Penalty: 4825.650879
	Iteration 60F: 3 clusters Score -2015580 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 10460 members 
Entering Unmasked Estep 
Score: -2015579.750000 Penalty: 4825.650879
	Iteration 61Q: 3 clusters Score -2015580 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 10489 members 
Entering Unmasked Estep 
Score: -2015582.750000 Penalty: 4825.650879
	Iteration 62Q: 3 clusters Score -2015583 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 10518 members 
Entering Unmasked Estep 
Score: -2015591.375000 Penalty: 4825.650879
	Iteration 63Q: 3 clusters Score -2015591 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 10541 members 
Entering Unmasked Estep 
Score: -2015596.750000 Penalty: 4825.650879
	Iteration 64Q: 3 clusters Score -2015597 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 10562 members 
Entering Unmasked Estep 
Score: -2015599.375000 Penalty: 4825.650879
	Iteration 65Q: 3 clusters Score -2015599 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 10589 members 
Entering Unmasked Estep 
Score: -2015596.250000 Penalty: 4825.650879
	Iteration 66Q: 3 clusters Score -2015596 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 10606 members 
Entering Unmasked Estep 
Score: -2015595.875000 Penalty: 4825.650879
	Iteration 67Q: 3 clusters Score -2015596 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 10622 members 
Entering Unmasked Estep 
Score: -2015596.375000 Penalty: 4825.650879
	Iteration 68Q: 3 clusters Score -2015596 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 10638 members 
Entering Unmasked Estep 
Score: -2015601.000000 Penalty: 4825.650879
	Iteration 69Q: 3 clusters Score -2015601 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 10646 members 
Entering Unmasked Estep 
Score: -2015604.375000 Penalty: 4825.650879
	Iteration 70Q: 3 clusters Score -2015604 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 10655 members 
Entering Unmasked Estep 
Score: -2015604.625000 Penalty: 4825.650879
	Iteration 71Q: 3 clusters Score -2015605 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -2015602.750000 Penalty: 4825.650879
	Iteration 72Q: 3 clusters Score -2015603 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 10673 members 
Entering Unmasked Estep 
Score: -2015603.500000 Penalty: 4825.650879
	Iteration 73Q: 3 clusters Score -2015604 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 10680 members 
Entering Unmasked Estep 
Score: -2015609.125000 Penalty: 4825.650879
	Iteration 74Q: 3 clusters Score -2015609 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -2015609.625000 Penalty: 4825.650879
	Iteration 75Q: 3 clusters Score -2015610 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 10691 members 
Entering Unmasked Estep 
Score: -2015611.375000 Penalty: 4825.650879
	Iteration 76Q: 3 clusters Score -2015611 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 10696 members 
Entering Unmasked Estep 
Score: -2015610.750000 Penalty: 4825.650879
	Iteration 77Q: 3 clusters Score -2015611 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 10702 members 
Entering Unmasked Estep 
Score: -2015609.375000 Penalty: 4825.650879
	Iteration 78Q: 3 clusters Score -2015609 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 10705 members 
Entering Unmasked Estep 
Score: -2015610.625000 Penalty: 4825.650879
	Iteration 79Q: 3 clusters Score -2015611 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 10706 members 
Entering Unmasked Estep 
Score: -2015609.875000 Penalty: 4825.650879
	Iteration 80F: 3 clusters Score -2015610 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 10707 members 
Entering Unmasked Estep 
Score: -2015610.250000 Penalty: 4825.650879
	Iteration 81Q: 3 clusters Score -2015610 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -2015606.875000 Penalty: 4825.650879
	Iteration 82Q: 3 clusters Score -2015607 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 10712 members 
Entering Unmasked Estep 
Score: -2015609.875000 Penalty: 4825.650879
	Iteration 83Q: 3 clusters Score -2015610 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 10715 members 
Entering Unmasked Estep 
Score: -2015607.125000 Penalty: 4825.650879
	Iteration 84Q: 3 clusters Score -2015607 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 10718 members 
Entering Unmasked Estep 
Score: -2015607.375000 Penalty: 4825.650879
	Iteration 85Q: 3 clusters Score -2015607 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 10724 members 
Entering Unmasked Estep 
Score: -2015607.250000 Penalty: 4825.650879
	Iteration 86Q: 3 clusters Score -2015607 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 10726 members 
Entering Unmasked Estep 
Score: -2015606.875000 Penalty: 4825.650879
	Iteration 87Q: 3 clusters Score -2015607 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 10728 members 
Entering Unmasked Estep 
Score: -2015609.250000 Penalty: 4825.650879
	Iteration 88Q: 3 clusters Score -2015609 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 10730 members 
Entering Unmasked Estep 
Score: -2015610.500000 Penalty: 4825.650879
	Iteration 89Q: 3 clusters Score -2015610 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 10733 members 
Entering Unmasked Estep 
Score: -2015610.000000 Penalty: 4825.650879
	Iteration 90Q: 3 clusters Score -2015610 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 10741 members 
Entering Unmasked Estep 
Score: -2015610.625000 Penalty: 4825.650879
	Iteration 91Q: 3 clusters Score -2015611 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 10749 members 
Entering Unmasked Estep 
Score: -2015612.875000 Penalty: 4825.650879
	Iteration 92Q: 3 clusters Score -2015613 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 10756 members 
Entering Unmasked Estep 
Score: -2015615.875000 Penalty: 4825.650879
	Iteration 93Q: 3 clusters Score -2015616 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 10762 members 
Entering Unmasked Estep 
Score: -2015613.750000 Penalty: 4825.650879
	Iteration 94Q: 3 clusters Score -2015614 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 10767 members 
Entering Unmasked Estep 
Score: -2015613.625000 Penalty: 4825.650879
	Iteration 95Q: 3 clusters Score -2015614 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 10769 members 
Entering Unmasked Estep 
Score: -2015615.000000 Penalty: 4825.650879
	Iteration 96Q: 3 clusters Score -2015615 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 10771 members 
Entering Unmasked Estep 
Score: -2015615.125000 Penalty: 4825.650879
	Iteration 97Q: 3 clusters Score -2015615 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 10774 members 
Entering Unmasked Estep 
Score: -2015613.000000 Penalty: 4825.650879
	Iteration 98Q: 3 clusters Score -2015613 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 10776 members 
Entering Unmasked Estep 
Score: -2015612.750000 Penalty: 4825.650879
	Iteration 99Q: 3 clusters Score -2015613 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 10778 members 
Entering Unmasked Estep 
Score: -2015613.875000 Penalty: 4825.650879
	Iteration 100F: 3 clusters Score -2015614 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 10780 members 
Entering Unmasked Estep 
Score: -2015614.875000 Penalty: 4825.650879
	Iteration 101Q: 3 clusters Score -2015615 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 10781 members 
Entering Unmasked Estep 
Score: -2015613.375000 Penalty: 4825.650879
	Iteration 102Q: 3 clusters Score -2015613 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 10782 members 
Entering Unmasked Estep 
Score: -2015611.750000 Penalty: 4825.650879
	Iteration 103Q: 3 clusters Score -2015612 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 10782 members 
Entering Unmasked Estep 
Score: -2015611.750000 Penalty: 4825.650879
	Iteration 104F: 3 clusters Score -2015612 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (14333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14333 members 
Entering Unmasked Estep 
Score: -1772029.375000 Penalty: 2373.439453
	Iteration 0F: 2 clusters Score -1772029 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -1761582.125000 Penalty: 4746.878906
	Iteration 0F: 3 clusters Score -1761582 nChanged 6211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -1764984.750000 Penalty: 4746.878906
	Iteration 1F: 3 clusters Score -1764985 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -1765596.500000 Penalty: 4746.878906
	Iteration 2F: 3 clusters Score -1765596 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -1766248.625000 Penalty: 4746.878906
	Iteration 3F: 3 clusters Score -1766249 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -1767121.875000 Penalty: 4746.878906
	Iteration 4F: 3 clusters Score -1767122 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -1768309.125000 Penalty: 4746.878906
	Iteration 5F: 3 clusters Score -1768309 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -1769768.625000 Penalty: 4746.878906
	Iteration 6F: 3 clusters Score -1769769 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 9631 members 
Entering Unmasked Estep 
Score: -1771517.250000 Penalty: 4746.878906
	Iteration 7F: 3 clusters Score -1771517 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
Score: -1772949.625000 Penalty: 4746.878906
	Iteration 8F: 3 clusters Score -1772950 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -1773673.125000 Penalty: 4746.878906
	Iteration 9Q: 3 clusters Score -1773673 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -1774011.250000 Penalty: 4746.878906
	Iteration 10Q: 3 clusters Score -1774011 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -1774151.750000 Penalty: 4746.878906
	Iteration 11Q: 3 clusters Score -1774152 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -1774233.000000 Penalty: 4746.878906
	Iteration 12Q: 3 clusters Score -1774233 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -1774281.000000 Penalty: 4746.878906
	Iteration 13Q: 3 clusters Score -1774281 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -1774307.375000 Penalty: 4746.878906
	Iteration 14Q: 3 clusters Score -1774307 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -1774329.625000 Penalty: 4746.878906
	Iteration 15Q: 3 clusters Score -1774330 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -1774344.125000 Penalty: 4746.878906
	Iteration 16Q: 3 clusters Score -1774344 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -1774358.125000 Penalty: 4746.878906
	Iteration 17Q: 3 clusters Score -1774358 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 8671 members 
Entering Unmasked Estep 
Score: -1774367.250000 Penalty: 4746.878906
	Iteration 18Q: 3 clusters Score -1774367 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -1774368.375000 Penalty: 4746.878906
	Iteration 19Q: 3 clusters Score -1774368 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
Score: -1774372.875000 Penalty: 4746.878906
	Iteration 20F: 3 clusters Score -1774373 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -1774377.125000 Penalty: 4746.878906
	Iteration 21Q: 3 clusters Score -1774377 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -1774380.625000 Penalty: 4746.878906
	Iteration 22Q: 3 clusters Score -1774381 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -1774378.750000 Penalty: 4746.878906
	Iteration 23Q: 3 clusters Score -1774379 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -1774378.000000 Penalty: 4746.878906
	Iteration 24Q: 3 clusters Score -1774378 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -1774375.750000 Penalty: 4746.878906
	Iteration 25Q: 3 clusters Score -1774376 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -1774375.875000 Penalty: 4746.878906
	Iteration 26Q: 3 clusters Score -1774376 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -1774381.250000 Penalty: 4746.878906
	Iteration 27Q: 3 clusters Score -1774381 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -1774379.000000 Penalty: 4746.878906
	Iteration 28Q: 3 clusters Score -1774379 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -1774381.250000 Penalty: 4746.878906
	Iteration 29Q: 3 clusters Score -1774381 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -1774381.500000 Penalty: 4746.878906
	Iteration 30Q: 3 clusters Score -1774382 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -1774380.250000 Penalty: 4746.878906
	Iteration 31Q: 3 clusters Score -1774380 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -1774380.375000 Penalty: 4746.878906
	Iteration 32Q: 3 clusters Score -1774380 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -1774380.000000 Penalty: 4746.878906
	Iteration 33Q: 3 clusters Score -1774380 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -1774380.000000 Penalty: 4746.878906
	Iteration 34F: 3 clusters Score -1774380 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 15541 members 
Mstep: Class 3 contains 28107 members 
Mstep: Class 4 contains 38525 members 
Mstep: Class 5 contains 23510 members 
Mstep: Class 6 contains 10289 members 
Mstep: Class 7 contains 3093 members 
Mstep: Class 8 contains 40666 members 
Mstep: Class 9 contains 30550 members 
Mstep: Class 10 contains 13049 members 
Mstep: Class 11 contains 4439 members 
Mstep: Class 12 contains 234172 members 
Mstep: Class 13 contains 16800 members 
Mstep: Class 14 contains 5725 members 
Mstep: Class 15 contains 224577 members 
Mstep: Class 16 contains 8524 members 
Mstep: Class 17 contains 51255 members 
Mstep: Class 18 contains 9682 members 
Mstep: Class 19 contains 176952 members 
Mstep: Class 20 contains 52713 members 
Mstep: Class 21 contains 15864 members 
Mstep: Class 22 contains 1726 members 
Mstep: Class 23 contains 11330 members 
Mstep: Class 24 contains 4167 members 
Mstep: Class 25 contains 15325 members 
Mstep: Class 26 contains 76877 members 
Mstep: Class 27 contains 9372 members 
Mstep: Class 28 contains 13916 members 
Mstep: Class 29 contains 17781 members 
Mstep: Class 30 contains 8547 members 
Mstep: Class 31 contains 3102 members 
Mstep: Class 32 contains 4441 members 
Mstep: Class 33 contains 1219 members 
Mstep: Class 34 contains 8608 members 
Entering Unmasked Estep 
Score: -147359152.000000 Penalty: 117946.742188
Splitting cluster 14 changes total score from -147332192.000000 to -147359152.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 15 (224577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224577 members 
Entering Unmasked Estep 
Score: -28805106.000000 Penalty: 3055.849609
	Iteration 0F: 2 clusters Score -2.880511e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112406 members 
Mstep: Class 2 contains 112171 members 
Entering Unmasked Estep 
Score: -28675066.000000 Penalty: 6111.699219
	Iteration 0F: 3 clusters Score -2.867507e+07 nChanged 108449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109895 members 
Mstep: Class 2 contains 114682 members 
Entering Unmasked Estep 
Score: -28742428.000000 Penalty: 6111.699219
	Iteration 1F: 3 clusters Score -2.874243e+07 nChanged 10823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107414 members 
Mstep: Class 2 contains 117163 members 
Entering Unmasked Estep 
Score: -28747892.000000 Penalty: 6111.699219
	Iteration 2Q: 3 clusters Score -2.874789e+07 nChanged 13720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103964 members 
Mstep: Class 2 contains 120613 members 
Entering Unmasked Estep 
Score: -28756294.000000 Penalty: 6111.699219
	Iteration 3F: 3 clusters Score -2.875629e+07 nChanged 15990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99886 members 
Mstep: Class 2 contains 124691 members 
Entering Unmasked Estep 
Score: -28766604.000000 Penalty: 6111.699219
	Iteration 4F: 3 clusters Score -2.87666e+07 nChanged 16312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96340 members 
Mstep: Class 2 contains 128237 members 
Entering Unmasked Estep 
Score: -28777010.000000 Penalty: 6111.699219
	Iteration 5F: 3 clusters Score -2.877701e+07 nChanged 14528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93858 members 
Mstep: Class 2 contains 130719 members 
Entering Unmasked Estep 
Score: -28784658.000000 Penalty: 6111.699219
	Iteration 6F: 3 clusters Score -2.878466e+07 nChanged 11675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92369 members 
Mstep: Class 2 contains 132208 members 
Entering Unmasked Estep 
Score: -28789816.000000 Penalty: 6111.699219
	Iteration 7F: 3 clusters Score -2.878982e+07 nChanged 9214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91611 members 
Mstep: Class 2 contains 132966 members 
Entering Unmasked Estep 
Score: -28793934.000000 Penalty: 6111.699219
	Iteration 8Q: 3 clusters Score -2.879393e+07 nChanged 7618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91247 members 
Mstep: Class 2 contains 133330 members 
Entering Unmasked Estep 
Score: -28797166.000000 Penalty: 6111.699219
	Iteration 9Q: 3 clusters Score -2.879717e+07 nChanged 6884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91135 members 
Mstep: Class 2 contains 133442 members 
Entering Unmasked Estep 
Score: -28799914.000000 Penalty: 6111.699219
	Iteration 10Q: 3 clusters Score -2.879991e+07 nChanged 5960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91165 members 
Mstep: Class 2 contains 133412 members 
Entering Unmasked Estep 
Score: -28802016.000000 Penalty: 6111.699219
	Iteration 11Q: 3 clusters Score -2.880202e+07 nChanged 4973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91098 members 
Mstep: Class 2 contains 133479 members 
Entering Unmasked Estep 
Score: -28803488.000000 Penalty: 6111.699219
	Iteration 12Q: 3 clusters Score -2.880349e+07 nChanged 3768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90940 members 
Mstep: Class 2 contains 133637 members 
Entering Unmasked Estep 
Score: -28804256.000000 Penalty: 6111.699219
	Iteration 13Q: 3 clusters Score -2.880426e+07 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90695 members 
Mstep: Class 2 contains 133882 members 
Entering Unmasked Estep 
Score: -28804692.000000 Penalty: 6111.699219
	Iteration 14Q: 3 clusters Score -2.880469e+07 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90330 members 
Mstep: Class 2 contains 134247 members 
Entering Unmasked Estep 
Score: -28805220.000000 Penalty: 6111.699219
	Iteration 15Q: 3 clusters Score -2.880522e+07 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89933 members 
Mstep: Class 2 contains 134644 members 
Entering Unmasked Estep 
Score: -28805620.000000 Penalty: 6111.699219
	Iteration 16Q: 3 clusters Score -2.880562e+07 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89485 members 
Mstep: Class 2 contains 135092 members 
Entering Unmasked Estep 
Score: -28805784.000000 Penalty: 6111.699219
	Iteration 17Q: 3 clusters Score -2.880578e+07 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89051 members 
Mstep: Class 2 contains 135526 members 
Entering Unmasked Estep 
Score: -28806110.000000 Penalty: 6111.699219
	Iteration 18Q: 3 clusters Score -2.880611e+07 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88686 members 
Mstep: Class 2 contains 135891 members 
Entering Unmasked Estep 
Score: -28806396.000000 Penalty: 6111.699219
	Iteration 19Q: 3 clusters Score -2.88064e+07 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88353 members 
Mstep: Class 2 contains 136224 members 
Entering Unmasked Estep 
Score: -28806638.000000 Penalty: 6111.699219
	Iteration 20F: 3 clusters Score -2.880664e+07 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88066 members 
Mstep: Class 2 contains 136511 members 
Entering Unmasked Estep 
Score: -28806776.000000 Penalty: 6111.699219
	Iteration 21Q: 3 clusters Score -2.880678e+07 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87743 members 
Mstep: Class 2 contains 136834 members 
Entering Unmasked Estep 
Score: -28806822.000000 Penalty: 6111.699219
	Iteration 22Q: 3 clusters Score -2.880682e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87503 members 
Mstep: Class 2 contains 137074 members 
Entering Unmasked Estep 
Score: -28806936.000000 Penalty: 6111.699219
	Iteration 23Q: 3 clusters Score -2.880694e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87320 members 
Mstep: Class 2 contains 137257 members 
Entering Unmasked Estep 
Score: -28806962.000000 Penalty: 6111.699219
	Iteration 24Q: 3 clusters Score -2.880696e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87142 members 
Mstep: Class 2 contains 137435 members 
Entering Unmasked Estep 
Score: -28806978.000000 Penalty: 6111.699219
	Iteration 25Q: 3 clusters Score -2.880698e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86988 members 
Mstep: Class 2 contains 137589 members 
Entering Unmasked Estep 
Score: -28807198.000000 Penalty: 6111.699219
	Iteration 26Q: 3 clusters Score -2.88072e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86828 members 
Mstep: Class 2 contains 137749 members 
Entering Unmasked Estep 
Score: -28807220.000000 Penalty: 6111.699219
	Iteration 27Q: 3 clusters Score -2.880722e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86648 members 
Mstep: Class 2 contains 137929 members 
Entering Unmasked Estep 
Score: -28807240.000000 Penalty: 6111.699219
	Iteration 28Q: 3 clusters Score -2.880724e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86493 members 
Mstep: Class 2 contains 138084 members 
Entering Unmasked Estep 
Score: -28807288.000000 Penalty: 6111.699219
	Iteration 29Q: 3 clusters Score -2.880729e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86360 members 
Mstep: Class 2 contains 138217 members 
Entering Unmasked Estep 
Score: -28807330.000000 Penalty: 6111.699219
	Iteration 30Q: 3 clusters Score -2.880733e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86193 members 
Mstep: Class 2 contains 138384 members 
Entering Unmasked Estep 
Score: -28807370.000000 Penalty: 6111.699219
	Iteration 31Q: 3 clusters Score -2.880737e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86034 members 
Mstep: Class 2 contains 138543 members 
Entering Unmasked Estep 
Score: -28807402.000000 Penalty: 6111.699219
	Iteration 32Q: 3 clusters Score -2.88074e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85837 members 
Mstep: Class 2 contains 138740 members 
Entering Unmasked Estep 
Score: -28807548.000000 Penalty: 6111.699219
	Iteration 33Q: 3 clusters Score -2.880755e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85648 members 
Mstep: Class 2 contains 138929 members 
Entering Unmasked Estep 
Score: -28807502.000000 Penalty: 6111.699219
	Iteration 34Q: 3 clusters Score -2.88075e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85435 members 
Mstep: Class 2 contains 139142 members 
Entering Unmasked Estep 
Score: -28807532.000000 Penalty: 6111.699219
	Iteration 35Q: 3 clusters Score -2.880753e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85228 members 
Mstep: Class 2 contains 139349 members 
Entering Unmasked Estep 
Score: -28807678.000000 Penalty: 6111.699219
	Iteration 36Q: 3 clusters Score -2.880768e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85057 members 
Mstep: Class 2 contains 139520 members 
Entering Unmasked Estep 
Score: -28807716.000000 Penalty: 6111.699219
	Iteration 37Q: 3 clusters Score -2.880772e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84861 members 
Mstep: Class 2 contains 139716 members 
Entering Unmasked Estep 
Score: -28807818.000000 Penalty: 6111.699219
	Iteration 38Q: 3 clusters Score -2.880782e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84644 members 
Mstep: Class 2 contains 139933 members 
Entering Unmasked Estep 
Score: -28807900.000000 Penalty: 6111.699219
	Iteration 39Q: 3 clusters Score -2.88079e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84444 members 
Mstep: Class 2 contains 140133 members 
Entering Unmasked Estep 
Score: -28807950.000000 Penalty: 6111.699219
	Iteration 40F: 3 clusters Score -2.880795e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84236 members 
Mstep: Class 2 contains 140341 members 
Entering Unmasked Estep 
Score: -28807990.000000 Penalty: 6111.699219
	Iteration 41Q: 3 clusters Score -2.880799e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84034 members 
Mstep: Class 2 contains 140543 members 
Entering Unmasked Estep 
Score: -28808060.000000 Penalty: 6111.699219
	Iteration 42Q: 3 clusters Score -2.880806e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83849 members 
Mstep: Class 2 contains 140728 members 
Entering Unmasked Estep 
Score: -28808002.000000 Penalty: 6111.699219
	Iteration 43Q: 3 clusters Score -2.8808e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83660 members 
Mstep: Class 2 contains 140917 members 
Entering Unmasked Estep 
Score: -28808072.000000 Penalty: 6111.699219
	Iteration 44Q: 3 clusters Score -2.880807e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83411 members 
Mstep: Class 2 contains 141166 members 
Entering Unmasked Estep 
Score: -28808108.000000 Penalty: 6111.699219
	Iteration 45Q: 3 clusters Score -2.880811e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83148 members 
Mstep: Class 2 contains 141429 members 
Entering Unmasked Estep 
Score: -28808130.000000 Penalty: 6111.699219
	Iteration 46Q: 3 clusters Score -2.880813e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82891 members 
Mstep: Class 2 contains 141686 members 
Entering Unmasked Estep 
Score: -28808120.000000 Penalty: 6111.699219
	Iteration 47Q: 3 clusters Score -2.880812e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82644 members 
Mstep: Class 2 contains 141933 members 
Entering Unmasked Estep 
Score: -28808198.000000 Penalty: 6111.699219
	Iteration 48Q: 3 clusters Score -2.88082e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82410 members 
Mstep: Class 2 contains 142167 members 
Entering Unmasked Estep 
Score: -28808140.000000 Penalty: 6111.699219
	Iteration 49Q: 3 clusters Score -2.880814e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82188 members 
Mstep: Class 2 contains 142389 members 
Entering Unmasked Estep 
Score: -28808134.000000 Penalty: 6111.699219
	Iteration 50Q: 3 clusters Score -2.880813e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81995 members 
Mstep: Class 2 contains 142582 members 
Entering Unmasked Estep 
Score: -28808150.000000 Penalty: 6111.699219
	Iteration 51Q: 3 clusters Score -2.880815e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81779 members 
Mstep: Class 2 contains 142798 members 
Entering Unmasked Estep 
Score: -28808150.000000 Penalty: 6111.699219
	Iteration 52Q: 3 clusters Score -2.880815e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81565 members 
Mstep: Class 2 contains 143012 members 
Entering Unmasked Estep 
Score: -28808184.000000 Penalty: 6111.699219
	Iteration 53Q: 3 clusters Score -2.880818e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81357 members 
Mstep: Class 2 contains 143220 members 
Entering Unmasked Estep 
Score: -28808174.000000 Penalty: 6111.699219
	Iteration 54Q: 3 clusters Score -2.880817e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81148 members 
Mstep: Class 2 contains 143429 members 
Entering Unmasked Estep 
Score: -28808168.000000 Penalty: 6111.699219
	Iteration 55Q: 3 clusters Score -2.880817e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80940 members 
Mstep: Class 2 contains 143637 members 
Entering Unmasked Estep 
Score: -28808152.000000 Penalty: 6111.699219
	Iteration 56Q: 3 clusters Score -2.880815e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80727 members 
Mstep: Class 2 contains 143850 members 
Entering Unmasked Estep 
Score: -28808150.000000 Penalty: 6111.699219
	Iteration 57Q: 3 clusters Score -2.880815e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80517 members 
Mstep: Class 2 contains 144060 members 
Entering Unmasked Estep 
Score: -28808166.000000 Penalty: 6111.699219
	Iteration 58Q: 3 clusters Score -2.880817e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80283 members 
Mstep: Class 2 contains 144294 members 
Entering Unmasked Estep 
Score: -28808202.000000 Penalty: 6111.699219
	Iteration 59Q: 3 clusters Score -2.88082e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80028 members 
Mstep: Class 2 contains 144549 members 
Entering Unmasked Estep 
Score: -28808206.000000 Penalty: 6111.699219
	Iteration 60F: 3 clusters Score -2.880821e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79749 members 
Mstep: Class 2 contains 144828 members 
Entering Unmasked Estep 
Score: -28808234.000000 Penalty: 6111.699219
	Iteration 61Q: 3 clusters Score -2.880823e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79449 members 
Mstep: Class 2 contains 145128 members 
Entering Unmasked Estep 
Score: -28808244.000000 Penalty: 6111.699219
	Iteration 62Q: 3 clusters Score -2.880824e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79148 members 
Mstep: Class 2 contains 145429 members 
Entering Unmasked Estep 
Score: -28808262.000000 Penalty: 6111.699219
	Iteration 63Q: 3 clusters Score -2.880826e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78839 members 
Mstep: Class 2 contains 145738 members 
Entering Unmasked Estep 
Score: -28808280.000000 Penalty: 6111.699219
	Iteration 64Q: 3 clusters Score -2.880828e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78506 members 
Mstep: Class 2 contains 146071 members 
Entering Unmasked Estep 
Score: -28808342.000000 Penalty: 6111.699219
	Iteration 65Q: 3 clusters Score -2.880834e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78160 members 
Mstep: Class 2 contains 146417 members 
Entering Unmasked Estep 
Score: -28808350.000000 Penalty: 6111.699219
	Iteration 66Q: 3 clusters Score -2.880835e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77814 members 
Mstep: Class 2 contains 146763 members 
Entering Unmasked Estep 
Score: -28808368.000000 Penalty: 6111.699219
	Iteration 67Q: 3 clusters Score -2.880837e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77458 members 
Mstep: Class 2 contains 147119 members 
Entering Unmasked Estep 
Score: -28808424.000000 Penalty: 6111.699219
	Iteration 68Q: 3 clusters Score -2.880842e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77090 members 
Mstep: Class 2 contains 147487 members 
Entering Unmasked Estep 
Score: -28808458.000000 Penalty: 6111.699219
	Iteration 69Q: 3 clusters Score -2.880846e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76684 members 
Mstep: Class 2 contains 147893 members 
Entering Unmasked Estep 
Score: -28808514.000000 Penalty: 6111.699219
	Iteration 70Q: 3 clusters Score -2.880851e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76274 members 
Mstep: Class 2 contains 148303 members 
Entering Unmasked Estep 
Score: -28808542.000000 Penalty: 6111.699219
	Iteration 71Q: 3 clusters Score -2.880854e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75853 members 
Mstep: Class 2 contains 148724 members 
Entering Unmasked Estep 
Score: -28808546.000000 Penalty: 6111.699219
	Iteration 72Q: 3 clusters Score -2.880855e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75439 members 
Mstep: Class 2 contains 149138 members 
Entering Unmasked Estep 
Score: -28808554.000000 Penalty: 6111.699219
	Iteration 73Q: 3 clusters Score -2.880855e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74996 members 
Mstep: Class 2 contains 149581 members 
Entering Unmasked Estep 
Score: -28808558.000000 Penalty: 6111.699219
	Iteration 74Q: 3 clusters Score -2.880856e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74508 members 
Mstep: Class 2 contains 150069 members 
Entering Unmasked Estep 
Score: -28808676.000000 Penalty: 6111.699219
	Iteration 75Q: 3 clusters Score -2.880868e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73961 members 
Mstep: Class 2 contains 150616 members 
Entering Unmasked Estep 
Score: -28808718.000000 Penalty: 6111.699219
	Iteration 76Q: 3 clusters Score -2.880872e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73375 members 
Mstep: Class 2 contains 151202 members 
Entering Unmasked Estep 
Score: -28808726.000000 Penalty: 6111.699219
	Iteration 77Q: 3 clusters Score -2.880873e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72751 members 
Mstep: Class 2 contains 151826 members 
Entering Unmasked Estep 
Score: -28808898.000000 Penalty: 6111.699219
	Iteration 78Q: 3 clusters Score -2.88089e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72075 members 
Mstep: Class 2 contains 152502 members 
Entering Unmasked Estep 
Score: -28808928.000000 Penalty: 6111.699219
	Iteration 79Q: 3 clusters Score -2.880893e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71336 members 
Mstep: Class 2 contains 153241 members 
Entering Unmasked Estep 
Score: -28808980.000000 Penalty: 6111.699219
	Iteration 80F: 3 clusters Score -2.880898e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70518 members 
Mstep: Class 2 contains 154059 members 
Entering Unmasked Estep 
Score: -28809108.000000 Penalty: 6111.699219
	Iteration 81Q: 3 clusters Score -2.880911e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69682 members 
Mstep: Class 2 contains 154895 members 
Entering Unmasked Estep 
Score: -28809172.000000 Penalty: 6111.699219
	Iteration 82Q: 3 clusters Score -2.880917e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68786 members 
Mstep: Class 2 contains 155791 members 
Entering Unmasked Estep 
Score: -28809270.000000 Penalty: 6111.699219
	Iteration 83Q: 3 clusters Score -2.880927e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67836 members 
Mstep: Class 2 contains 156741 members 
Entering Unmasked Estep 
Score: -28809374.000000 Penalty: 6111.699219
	Iteration 84Q: 3 clusters Score -2.880937e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66812 members 
Mstep: Class 2 contains 157765 members 
Entering Unmasked Estep 
Score: -28809610.000000 Penalty: 6111.699219
	Iteration 85Q: 3 clusters Score -2.880961e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65743 members 
Mstep: Class 2 contains 158834 members 
Entering Unmasked Estep 
Score: -28809666.000000 Penalty: 6111.699219
	Iteration 86Q: 3 clusters Score -2.880967e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64646 members 
Mstep: Class 2 contains 159931 members 
Entering Unmasked Estep 
Score: -28809786.000000 Penalty: 6111.699219
	Iteration 87Q: 3 clusters Score -2.880979e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63518 members 
Mstep: Class 2 contains 161059 members 
Entering Unmasked Estep 
Score: -28810014.000000 Penalty: 6111.699219
	Iteration 88Q: 3 clusters Score -2.881001e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62304 members 
Mstep: Class 2 contains 162273 members 
Entering Unmasked Estep 
Score: -28810230.000000 Penalty: 6111.699219
	Iteration 89Q: 3 clusters Score -2.881023e+07 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60965 members 
Mstep: Class 2 contains 163612 members 
Entering Unmasked Estep 
Score: -28810540.000000 Penalty: 6111.699219
	Iteration 90Q: 3 clusters Score -2.881054e+07 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59536 members 
Mstep: Class 2 contains 165041 members 
Entering Unmasked Estep 
Score: -28810728.000000 Penalty: 6111.699219
	Iteration 91Q: 3 clusters Score -2.881073e+07 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58011 members 
Mstep: Class 2 contains 166566 members 
Entering Unmasked Estep 
Score: -28811126.000000 Penalty: 6111.699219
	Iteration 92Q: 3 clusters Score -2.881113e+07 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56273 members 
Mstep: Class 2 contains 168304 members 
Entering Unmasked Estep 
Score: -28811590.000000 Penalty: 6111.699219
	Iteration 93Q: 3 clusters Score -2.881159e+07 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54378 members 
Mstep: Class 2 contains 170199 members 
Entering Unmasked Estep 
Score: -28812236.000000 Penalty: 6111.699219
	Iteration 94Q: 3 clusters Score -2.881224e+07 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52251 members 
Mstep: Class 2 contains 172326 members 
Entering Unmasked Estep 
Score: -28812762.000000 Penalty: 6111.699219
	Iteration 95Q: 3 clusters Score -2.881276e+07 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49952 members 
Mstep: Class 2 contains 174625 members 
Entering Unmasked Estep 
Score: -28813748.000000 Penalty: 6111.699219
	Iteration 96Q: 3 clusters Score -2.881375e+07 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47416 members 
Mstep: Class 2 contains 177161 members 
Entering Unmasked Estep 
Score: -28814856.000000 Penalty: 6111.699219
	Iteration 97Q: 3 clusters Score -2.881486e+07 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44669 members 
Mstep: Class 2 contains 179908 members 
Entering Unmasked Estep 
Score: -28816012.000000 Penalty: 6111.699219
	Iteration 98Q: 3 clusters Score -2.881601e+07 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41850 members 
Mstep: Class 2 contains 182727 members 
Entering Unmasked Estep 
Score: -28816694.000000 Penalty: 6111.699219
	Iteration 99Q: 3 clusters Score -2.881669e+07 nChanged 2863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39061 members 
Mstep: Class 2 contains 185516 members 
Entering Unmasked Estep 
Score: -28817168.000000 Penalty: 6111.699219
	Iteration 100F: 3 clusters Score -2.881717e+07 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36357 members 
Mstep: Class 2 contains 188220 members 
Entering Unmasked Estep 
Score: -28817464.000000 Penalty: 6111.699219
	Iteration 101Q: 3 clusters Score -2.881746e+07 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33854 members 
Mstep: Class 2 contains 190723 members 
Entering Unmasked Estep 
Score: -28817634.000000 Penalty: 6111.699219
	Iteration 102Q: 3 clusters Score -2.881763e+07 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31516 members 
Mstep: Class 2 contains 193061 members 
Entering Unmasked Estep 
Score: -28817604.000000 Penalty: 6111.699219
	Iteration 103Q: 3 clusters Score -2.88176e+07 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29452 members 
Mstep: Class 2 contains 195125 members 
Entering Unmasked Estep 
Score: -28817308.000000 Penalty: 6111.699219
	Iteration 104Q: 3 clusters Score -2.881731e+07 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27641 members 
Mstep: Class 2 contains 196936 members 
Entering Unmasked Estep 
Score: -28816818.000000 Penalty: 6111.699219
	Iteration 105Q: 3 clusters Score -2.881682e+07 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26043 members 
Mstep: Class 2 contains 198534 members 
Entering Unmasked Estep 
Score: -28816424.000000 Penalty: 6111.699219
	Iteration 106Q: 3 clusters Score -2.881642e+07 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24603 members 
Mstep: Class 2 contains 199974 members 
Entering Unmasked Estep 
Score: -28816036.000000 Penalty: 6111.699219
	Iteration 107Q: 3 clusters Score -2.881604e+07 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23347 members 
Mstep: Class 2 contains 201230 members 
Entering Unmasked Estep 
Score: -28815726.000000 Penalty: 6111.699219
	Iteration 108Q: 3 clusters Score -2.881573e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22233 members 
Mstep: Class 2 contains 202344 members 
Entering Unmasked Estep 
Score: -28815282.000000 Penalty: 6111.699219
	Iteration 109Q: 3 clusters Score -2.881528e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21287 members 
Mstep: Class 2 contains 203290 members 
Entering Unmasked Estep 
Score: -28814984.000000 Penalty: 6111.699219
	Iteration 110Q: 3 clusters Score -2.881498e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20496 members 
Mstep: Class 2 contains 204081 members 
Entering Unmasked Estep 
Score: -28814768.000000 Penalty: 6111.699219
	Iteration 111Q: 3 clusters Score -2.881477e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19813 members 
Mstep: Class 2 contains 204764 members 
Entering Unmasked Estep 
Score: -28814546.000000 Penalty: 6111.699219
	Iteration 112Q: 3 clusters Score -2.881455e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19171 members 
Mstep: Class 2 contains 205406 members 
Entering Unmasked Estep 
Score: -28814402.000000 Penalty: 6111.699219
	Iteration 113Q: 3 clusters Score -2.88144e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18603 members 
Mstep: Class 2 contains 205974 members 
Entering Unmasked Estep 
Score: -28814224.000000 Penalty: 6111.699219
	Iteration 114Q: 3 clusters Score -2.881422e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18104 members 
Mstep: Class 2 contains 206473 members 
Entering Unmasked Estep 
Score: -28814018.000000 Penalty: 6111.699219
	Iteration 115Q: 3 clusters Score -2.881402e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17626 members 
Mstep: Class 2 contains 206951 members 
Entering Unmasked Estep 
Score: -28813738.000000 Penalty: 6111.699219
	Iteration 116Q: 3 clusters Score -2.881374e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17212 members 
Mstep: Class 2 contains 207365 members 
Entering Unmasked Estep 
Score: -28813502.000000 Penalty: 6111.699219
	Iteration 117Q: 3 clusters Score -2.88135e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16838 members 
Mstep: Class 2 contains 207739 members 
Entering Unmasked Estep 
Score: -28813354.000000 Penalty: 6111.699219
	Iteration 118Q: 3 clusters Score -2.881335e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16459 members 
Mstep: Class 2 contains 208118 members 
Entering Unmasked Estep 
Score: -28813156.000000 Penalty: 6111.699219
	Iteration 119Q: 3 clusters Score -2.881316e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16090 members 
Mstep: Class 2 contains 208487 members 
Entering Unmasked Estep 
Score: -28812926.000000 Penalty: 6111.699219
	Iteration 120F: 3 clusters Score -2.881293e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15775 members 
Mstep: Class 2 contains 208802 members 
Entering Unmasked Estep 
Score: -28812798.000000 Penalty: 6111.699219
	Iteration 121Q: 3 clusters Score -2.88128e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15490 members 
Mstep: Class 2 contains 209087 members 
Entering Unmasked Estep 
Score: -28812650.000000 Penalty: 6111.699219
	Iteration 122Q: 3 clusters Score -2.881265e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15219 members 
Mstep: Class 2 contains 209358 members 
Entering Unmasked Estep 
Score: -28812478.000000 Penalty: 6111.699219
	Iteration 123Q: 3 clusters Score -2.881248e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14954 members 
Mstep: Class 2 contains 209623 members 
Entering Unmasked Estep 
Score: -28812380.000000 Penalty: 6111.699219
	Iteration 124Q: 3 clusters Score -2.881238e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14701 members 
Mstep: Class 2 contains 209876 members 
Entering Unmasked Estep 
Score: -28812306.000000 Penalty: 6111.699219
	Iteration 125Q: 3 clusters Score -2.881231e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14481 members 
Mstep: Class 2 contains 210096 members 
Entering Unmasked Estep 
Score: -28812190.000000 Penalty: 6111.699219
	Iteration 126Q: 3 clusters Score -2.881219e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14286 members 
Mstep: Class 2 contains 210291 members 
Entering Unmasked Estep 
Score: -28812142.000000 Penalty: 6111.699219
	Iteration 127Q: 3 clusters Score -2.881214e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14118 members 
Mstep: Class 2 contains 210459 members 
Entering Unmasked Estep 
Score: -28811996.000000 Penalty: 6111.699219
	Iteration 128Q: 3 clusters Score -2.8812e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13973 members 
Mstep: Class 2 contains 210604 members 
Entering Unmasked Estep 
Score: -28811904.000000 Penalty: 6111.699219
	Iteration 129Q: 3 clusters Score -2.88119e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13860 members 
Mstep: Class 2 contains 210717 members 
Entering Unmasked Estep 
Score: -28811834.000000 Penalty: 6111.699219
	Iteration 130Q: 3 clusters Score -2.881183e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13753 members 
Mstep: Class 2 contains 210824 members 
Entering Unmasked Estep 
Score: -28811712.000000 Penalty: 6111.699219
	Iteration 131Q: 3 clusters Score -2.881171e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13645 members 
Mstep: Class 2 contains 210932 members 
Entering Unmasked Estep 
Score: -28811682.000000 Penalty: 6111.699219
	Iteration 132Q: 3 clusters Score -2.881168e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13535 members 
Mstep: Class 2 contains 211042 members 
Entering Unmasked Estep 
Score: -28811614.000000 Penalty: 6111.699219
	Iteration 133Q: 3 clusters Score -2.881161e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13428 members 
Mstep: Class 2 contains 211149 members 
Entering Unmasked Estep 
Score: -28811534.000000 Penalty: 6111.699219
	Iteration 134Q: 3 clusters Score -2.881153e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13332 members 
Mstep: Class 2 contains 211245 members 
Entering Unmasked Estep 
Score: -28811508.000000 Penalty: 6111.699219
	Iteration 135Q: 3 clusters Score -2.881151e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13243 members 
Mstep: Class 2 contains 211334 members 
Entering Unmasked Estep 
Score: -28811464.000000 Penalty: 6111.699219
	Iteration 136Q: 3 clusters Score -2.881146e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13150 members 
Mstep: Class 2 contains 211427 members 
Entering Unmasked Estep 
Score: -28811392.000000 Penalty: 6111.699219
	Iteration 137Q: 3 clusters Score -2.881139e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13077 members 
Mstep: Class 2 contains 211500 members 
Entering Unmasked Estep 
Score: -28811402.000000 Penalty: 6111.699219
	Iteration 138Q: 3 clusters Score -2.88114e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13008 members 
Mstep: Class 2 contains 211569 members 
Entering Unmasked Estep 
Score: -28811362.000000 Penalty: 6111.699219
	Iteration 139Q: 3 clusters Score -2.881136e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12942 members 
Mstep: Class 2 contains 211635 members 
Entering Unmasked Estep 
Score: -28811388.000000 Penalty: 6111.699219
	Iteration 140F: 3 clusters Score -2.881139e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12885 members 
Mstep: Class 2 contains 211692 members 
Entering Unmasked Estep 
Score: -28811366.000000 Penalty: 6111.699219
	Iteration 141Q: 3 clusters Score -2.881137e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12834 members 
Mstep: Class 2 contains 211743 members 
Entering Unmasked Estep 
Score: -28811348.000000 Penalty: 6111.699219
	Iteration 142Q: 3 clusters Score -2.881135e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12778 members 
Mstep: Class 2 contains 211799 members 
Entering Unmasked Estep 
Score: -28811332.000000 Penalty: 6111.699219
	Iteration 143Q: 3 clusters Score -2.881133e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12725 members 
Mstep: Class 2 contains 211852 members 
Entering Unmasked Estep 
Score: -28811282.000000 Penalty: 6111.699219
	Iteration 144Q: 3 clusters Score -2.881128e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12688 members 
Mstep: Class 2 contains 211889 members 
Entering Unmasked Estep 
Score: -28811268.000000 Penalty: 6111.699219
	Iteration 145Q: 3 clusters Score -2.881127e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12663 members 
Mstep: Class 2 contains 211914 members 
Entering Unmasked Estep 
Score: -28811246.000000 Penalty: 6111.699219
	Iteration 146Q: 3 clusters Score -2.881125e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12637 members 
Mstep: Class 2 contains 211940 members 
Entering Unmasked Estep 
Score: -28811240.000000 Penalty: 6111.699219
	Iteration 147Q: 3 clusters Score -2.881124e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12610 members 
Mstep: Class 2 contains 211967 members 
Entering Unmasked Estep 
Score: -28811246.000000 Penalty: 6111.699219
	Iteration 148Q: 3 clusters Score -2.881125e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12578 members 
Mstep: Class 2 contains 211999 members 
Entering Unmasked Estep 
Score: -28811228.000000 Penalty: 6111.699219
	Iteration 149Q: 3 clusters Score -2.881123e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12538 members 
Mstep: Class 2 contains 212039 members 
Entering Unmasked Estep 
Score: -28811166.000000 Penalty: 6111.699219
	Iteration 150Q: 3 clusters Score -2.881117e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12508 members 
Mstep: Class 2 contains 212069 members 
Entering Unmasked Estep 
Score: -28811156.000000 Penalty: 6111.699219
	Iteration 151Q: 3 clusters Score -2.881116e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12486 members 
Mstep: Class 2 contains 212091 members 
Entering Unmasked Estep 
Score: -28811158.000000 Penalty: 6111.699219
	Iteration 152Q: 3 clusters Score -2.881116e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12461 members 
Mstep: Class 2 contains 212116 members 
Entering Unmasked Estep 
Score: -28811126.000000 Penalty: 6111.699219
	Iteration 153Q: 3 clusters Score -2.881113e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12441 members 
Mstep: Class 2 contains 212136 members 
Entering Unmasked Estep 
Score: -28811112.000000 Penalty: 6111.699219
	Iteration 154Q: 3 clusters Score -2.881111e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12428 members 
Mstep: Class 2 contains 212149 members 
Entering Unmasked Estep 
Score: -28811100.000000 Penalty: 6111.699219
	Iteration 155Q: 3 clusters Score -2.88111e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12410 members 
Mstep: Class 2 contains 212167 members 
Entering Unmasked Estep 
Score: -28811082.000000 Penalty: 6111.699219
	Iteration 156Q: 3 clusters Score -2.881108e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12396 members 
Mstep: Class 2 contains 212181 members 
Entering Unmasked Estep 
Score: -28811064.000000 Penalty: 6111.699219
	Iteration 157Q: 3 clusters Score -2.881106e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12381 members 
Mstep: Class 2 contains 212196 members 
Entering Unmasked Estep 
Score: -28811050.000000 Penalty: 6111.699219
	Iteration 158Q: 3 clusters Score -2.881105e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12364 members 
Mstep: Class 2 contains 212213 members 
Entering Unmasked Estep 
Score: -28811044.000000 Penalty: 6111.699219
	Iteration 159Q: 3 clusters Score -2.881104e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12348 members 
Mstep: Class 2 contains 212229 members 
Entering Unmasked Estep 
Score: -28811034.000000 Penalty: 6111.699219
	Iteration 160F: 3 clusters Score -2.881103e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12336 members 
Mstep: Class 2 contains 212241 members 
Entering Unmasked Estep 
Score: -28811042.000000 Penalty: 6111.699219
	Iteration 161Q: 3 clusters Score -2.881104e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12328 members 
Mstep: Class 2 contains 212249 members 
Entering Unmasked Estep 
Score: -28811038.000000 Penalty: 6111.699219
	Iteration 162Q: 3 clusters Score -2.881104e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12320 members 
Mstep: Class 2 contains 212257 members 
Entering Unmasked Estep 
Score: -28811054.000000 Penalty: 6111.699219
	Iteration 163Q: 3 clusters Score -2.881105e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12313 members 
Mstep: Class 2 contains 212264 members 
Entering Unmasked Estep 
Score: -28811048.000000 Penalty: 6111.699219
	Iteration 164Q: 3 clusters Score -2.881105e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12306 members 
Mstep: Class 2 contains 212271 members 
Entering Unmasked Estep 
Score: -28811040.000000 Penalty: 6111.699219
	Iteration 165Q: 3 clusters Score -2.881104e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12296 members 
Mstep: Class 2 contains 212281 members 
Entering Unmasked Estep 
Score: -28811040.000000 Penalty: 6111.699219
	Iteration 166Q: 3 clusters Score -2.881104e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12286 members 
Mstep: Class 2 contains 212291 members 
Entering Unmasked Estep 
Score: -28811036.000000 Penalty: 6111.699219
	Iteration 167Q: 3 clusters Score -2.881104e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12272 members 
Mstep: Class 2 contains 212305 members 
Entering Unmasked Estep 
Score: -28811048.000000 Penalty: 6111.699219
	Iteration 168Q: 3 clusters Score -2.881105e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12264 members 
Mstep: Class 2 contains 212313 members 
Entering Unmasked Estep 
Score: -28811040.000000 Penalty: 6111.699219
	Iteration 169Q: 3 clusters Score -2.881104e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12258 members 
Mstep: Class 2 contains 212319 members 
Entering Unmasked Estep 
Score: -28811038.000000 Penalty: 6111.699219
	Iteration 170Q: 3 clusters Score -2.881104e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 212321 members 
Entering Unmasked Estep 
Score: -28811050.000000 Penalty: 6111.699219
	Iteration 171Q: 3 clusters Score -2.881105e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12254 members 
Mstep: Class 2 contains 212323 members 
Entering Unmasked Estep 
Score: -28811044.000000 Penalty: 6111.699219
	Iteration 172Q: 3 clusters Score -2.881104e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12250 members 
Mstep: Class 2 contains 212327 members 
Entering Unmasked Estep 
Score: -28811046.000000 Penalty: 6111.699219
	Iteration 173Q: 3 clusters Score -2.881105e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12246 members 
Mstep: Class 2 contains 212331 members 
Entering Unmasked Estep 
Score: -28811030.000000 Penalty: 6111.699219
	Iteration 174Q: 3 clusters Score -2.881103e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12239 members 
Mstep: Class 2 contains 212338 members 
Entering Unmasked Estep 
Score: -28811018.000000 Penalty: 6111.699219
	Iteration 175Q: 3 clusters Score -2.881102e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12234 members 
Mstep: Class 2 contains 212343 members 
Entering Unmasked Estep 
Score: -28811012.000000 Penalty: 6111.699219
	Iteration 176Q: 3 clusters Score -2.881101e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12229 members 
Mstep: Class 2 contains 212348 members 
Entering Unmasked Estep 
Score: -28811008.000000 Penalty: 6111.699219
	Iteration 177Q: 3 clusters Score -2.881101e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12228 members 
Mstep: Class 2 contains 212349 members 
Entering Unmasked Estep 
Score: -28811012.000000 Penalty: 6111.699219
	Iteration 178Q: 3 clusters Score -2.881101e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12225 members 
Mstep: Class 2 contains 212352 members 
Entering Unmasked Estep 
Score: -28811006.000000 Penalty: 6111.699219
	Iteration 179Q: 3 clusters Score -2.881101e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12222 members 
Mstep: Class 2 contains 212355 members 
Entering Unmasked Estep 
Score: -28811006.000000 Penalty: 6111.699219
	Iteration 180F: 3 clusters Score -2.881101e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12219 members 
Mstep: Class 2 contains 212358 members 
Entering Unmasked Estep 
Score: -28811002.000000 Penalty: 6111.699219
	Iteration 181Q: 3 clusters Score -2.8811e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12218 members 
Mstep: Class 2 contains 212359 members 
Entering Unmasked Estep 
Score: -28811000.000000 Penalty: 6111.699219
	Iteration 182Q: 3 clusters Score -2.8811e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12218 members 
Mstep: Class 2 contains 212359 members 
Entering Unmasked Estep 
Score: -28811000.000000 Penalty: 6111.699219
	Iteration 183F: 3 clusters Score -2.8811e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 15541 members 
Mstep: Class 3 contains 28107 members 
Mstep: Class 4 contains 38525 members 
Mstep: Class 5 contains 23510 members 
Mstep: Class 6 contains 10289 members 
Mstep: Class 7 contains 3093 members 
Mstep: Class 8 contains 40666 members 
Mstep: Class 9 contains 30550 members 
Mstep: Class 10 contains 13049 members 
Mstep: Class 11 contains 4439 members 
Mstep: Class 12 contains 234172 members 
Mstep: Class 13 contains 16800 members 
Mstep: Class 14 contains 5725 members 
Mstep: Class 15 contains 12218 members 
Mstep: Class 16 contains 8524 members 
Mstep: Class 17 contains 51255 members 
Mstep: Class 18 contains 9682 members 
Mstep: Class 19 contains 176952 members 
Mstep: Class 20 contains 52713 members 
Mstep: Class 21 contains 15864 members 
Mstep: Class 22 contains 1726 members 
Mstep: Class 23 contains 11330 members 
Mstep: Class 24 contains 4167 members 
Mstep: Class 25 contains 15325 members 
Mstep: Class 26 contains 76877 members 
Mstep: Class 27 contains 9372 members 
Mstep: Class 28 contains 13916 members 
Mstep: Class 29 contains 17781 members 
Mstep: Class 30 contains 8547 members 
Mstep: Class 31 contains 3102 members 
Mstep: Class 32 contains 4441 members 
Mstep: Class 33 contains 1219 members 
Mstep: Class 34 contains 8608 members 
Mstep: Class 35 contains 212359 members 
Entering Unmasked Estep 
Score: -147362896.000000 Penalty: 121415.765625
Splitting cluster 15 changes total score from -147332192.000000 to -147362896.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 16 (8524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Entering Unmasked Estep 
Score: -1052478.500000 Penalty: 2244.559082
	Iteration 0F: 2 clusters Score -1052478 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -1045799.500000 Penalty: 4489.118164
	Iteration 0F: 3 clusters Score -1045800 nChanged 3492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -1048094.187500 Penalty: 4489.118164
	Iteration 1F: 3 clusters Score -1048094 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -1048865.625000 Penalty: 4489.118164
	Iteration 2F: 3 clusters Score -1048866 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -1049557.250000 Penalty: 4489.118164
	Iteration 3F: 3 clusters Score -1049557 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -1050157.000000 Penalty: 4489.118164
	Iteration 4F: 3 clusters Score -1050157 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -1050778.250000 Penalty: 4489.118164
	Iteration 5F: 3 clusters Score -1050778 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -1051579.000000 Penalty: 4489.118164
	Iteration 6F: 3 clusters Score -1051579 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -1052394.375000 Penalty: 4489.118164
	Iteration 7F: 3 clusters Score -1052394 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -1053177.625000 Penalty: 4489.118164
	Iteration 8F: 3 clusters Score -1053178 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -1053874.125000 Penalty: 4489.118164
	Iteration 9Q: 3 clusters Score -1053874 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -1054398.875000 Penalty: 4489.118164
	Iteration 10Q: 3 clusters Score -1054399 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -1054696.625000 Penalty: 4489.118164
	Iteration 11Q: 3 clusters Score -1054697 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -1054813.250000 Penalty: 4489.118164
	Iteration 12Q: 3 clusters Score -1054813 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -1054854.000000 Penalty: 4489.118164
	Iteration 13Q: 3 clusters Score -1054854 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -1054872.000000 Penalty: 4489.118164
	Iteration 14Q: 3 clusters Score -1054872 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -1054877.750000 Penalty: 4489.118164
	Iteration 15Q: 3 clusters Score -1054878 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -1054880.125000 Penalty: 4489.118164
	Iteration 16Q: 3 clusters Score -1054880 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -1054881.875000 Penalty: 4489.118164
	Iteration 17Q: 3 clusters Score -1054882 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -1054882.125000 Penalty: 4489.118164
	Iteration 18Q: 3 clusters Score -1054882 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -1054882.125000 Penalty: 4489.118164
	Iteration 19F: 3 clusters Score -1054882 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 15541 members 
Mstep: Class 3 contains 28107 members 
Mstep: Class 4 contains 38525 members 
Mstep: Class 5 contains 23510 members 
Mstep: Class 6 contains 10289 members 
Mstep: Class 7 contains 3093 members 
Mstep: Class 8 contains 40666 members 
Mstep: Class 9 contains 30550 members 
Mstep: Class 10 contains 13049 members 
Mstep: Class 11 contains 4439 members 
Mstep: Class 12 contains 234172 members 
Mstep: Class 13 contains 16800 members 
Mstep: Class 14 contains 5725 members 
Mstep: Class 15 contains 12218 members 
Mstep: Class 16 contains 5886 members 
Mstep: Class 17 contains 51255 members 
Mstep: Class 18 contains 9682 members 
Mstep: Class 19 contains 176952 members 
Mstep: Class 20 contains 52713 members 
Mstep: Class 21 contains 15864 members 
Mstep: Class 22 contains 1726 members 
Mstep: Class 23 contains 11330 members 
Mstep: Class 24 contains 4167 members 
Mstep: Class 25 contains 15325 members 
Mstep: Class 26 contains 76877 members 
Mstep: Class 27 contains 9372 members 
Mstep: Class 28 contains 13916 members 
Mstep: Class 29 contains 17781 members 
Mstep: Class 30 contains 8547 members 
Mstep: Class 31 contains 3102 members 
Mstep: Class 32 contains 4441 members 
Mstep: Class 33 contains 1219 members 
Mstep: Class 34 contains 8608 members 
Mstep: Class 35 contains 212359 members 
Mstep: Class 36 contains 2638 members 
Entering Unmasked Estep 
Score: -147364352.000000 Penalty: 124884.789062
Splitting cluster 16 changes total score from -147332192.000000 to -147364352.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 17 (51255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51255 members 
Entering Unmasked Estep 
Score: -6455227.000000 Penalty: 2689.452881
	Iteration 0F: 2 clusters Score -6455227 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25520 members 
Mstep: Class 2 contains 25735 members 
Entering Unmasked Estep 
Score: -6420789.000000 Penalty: 5378.905762
	Iteration 0F: 3 clusters Score -6420789 nChanged 23749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24283 members 
Mstep: Class 2 contains 26972 members 
Entering Unmasked Estep 
Score: -6434277.500000 Penalty: 5378.905762
	Iteration 1F: 3 clusters Score -6434278 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23451 members 
Mstep: Class 2 contains 27804 members 
Entering Unmasked Estep 
Score: -6435903.000000 Penalty: 5378.905762
	Iteration 2F: 3 clusters Score -6435903 nChanged 3247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22274 members 
Mstep: Class 2 contains 28981 members 
Entering Unmasked Estep 
Score: -6438233.500000 Penalty: 5378.905762
	Iteration 3F: 3 clusters Score -6438234 nChanged 3818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20592 members 
Mstep: Class 2 contains 30663 members 
Entering Unmasked Estep 
Score: -6441547.000000 Penalty: 5378.905762
	Iteration 4F: 3 clusters Score -6441547 nChanged 4143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18551 members 
Mstep: Class 2 contains 32704 members 
Entering Unmasked Estep 
Score: -6445538.500000 Penalty: 5378.905762
	Iteration 5F: 3 clusters Score -6445538 nChanged 3911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16654 members 
Mstep: Class 2 contains 34601 members 
Entering Unmasked Estep 
Score: -6449034.500000 Penalty: 5378.905762
	Iteration 6F: 3 clusters Score -6449034 nChanged 3352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15122 members 
Mstep: Class 2 contains 36133 members 
Entering Unmasked Estep 
Score: -6451869.500000 Penalty: 5378.905762
	Iteration 7F: 3 clusters Score -6451870 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14016 members 
Mstep: Class 2 contains 37239 members 
Entering Unmasked Estep 
Score: -6454040.000000 Penalty: 5378.905762
	Iteration 8F: 3 clusters Score -6454040 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13389 members 
Mstep: Class 2 contains 37866 members 
Entering Unmasked Estep 
Score: -6455378.000000 Penalty: 5378.905762
	Iteration 9Q: 3 clusters Score -6455378 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12979 members 
Mstep: Class 2 contains 38276 members 
Entering Unmasked Estep 
Score: -6456097.500000 Penalty: 5378.905762
	Iteration 10Q: 3 clusters Score -6456098 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12755 members 
Mstep: Class 2 contains 38500 members 
Entering Unmasked Estep 
Score: -6456447.000000 Penalty: 5378.905762
	Iteration 11Q: 3 clusters Score -6456447 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12582 members 
Mstep: Class 2 contains 38673 members 
Entering Unmasked Estep 
Score: -6456678.500000 Penalty: 5378.905762
	Iteration 12Q: 3 clusters Score -6456678 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12439 members 
Mstep: Class 2 contains 38816 members 
Entering Unmasked Estep 
Score: -6456798.500000 Penalty: 5378.905762
	Iteration 13Q: 3 clusters Score -6456798 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12308 members 
Mstep: Class 2 contains 38947 members 
Entering Unmasked Estep 
Score: -6456854.000000 Penalty: 5378.905762
	Iteration 14Q: 3 clusters Score -6456854 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12196 members 
Mstep: Class 2 contains 39059 members 
Entering Unmasked Estep 
Score: -6456927.500000 Penalty: 5378.905762
	Iteration 15Q: 3 clusters Score -6456928 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12099 members 
Mstep: Class 2 contains 39156 members 
Entering Unmasked Estep 
Score: -6456927.000000 Penalty: 5378.905762
	Iteration 16Q: 3 clusters Score -6456927 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12016 members 
Mstep: Class 2 contains 39239 members 
Entering Unmasked Estep 
Score: -6456961.000000 Penalty: 5378.905762
	Iteration 17Q: 3 clusters Score -6456961 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11940 members 
Mstep: Class 2 contains 39315 members 
Entering Unmasked Estep 
Score: -6456957.500000 Penalty: 5378.905762
	Iteration 18Q: 3 clusters Score -6456958 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11875 members 
Mstep: Class 2 contains 39380 members 
Entering Unmasked Estep 
Score: -6456967.500000 Penalty: 5378.905762
	Iteration 19Q: 3 clusters Score -6456968 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11825 members 
Mstep: Class 2 contains 39430 members 
Entering Unmasked Estep 
Score: -6456959.500000 Penalty: 5378.905762
	Iteration 20F: 3 clusters Score -6456960 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11782 members 
Mstep: Class 2 contains 39473 members 
Entering Unmasked Estep 
Score: -6456972.500000 Penalty: 5378.905762
	Iteration 21Q: 3 clusters Score -6456972 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11739 members 
Mstep: Class 2 contains 39516 members 
Entering Unmasked Estep 
Score: -6456980.000000 Penalty: 5378.905762
	Iteration 22Q: 3 clusters Score -6456980 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11694 members 
Mstep: Class 2 contains 39561 members 
Entering Unmasked Estep 
Score: -6456978.500000 Penalty: 5378.905762
	Iteration 23Q: 3 clusters Score -6456978 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11654 members 
Mstep: Class 2 contains 39601 members 
Entering Unmasked Estep 
Score: -6456980.000000 Penalty: 5378.905762
	Iteration 24Q: 3 clusters Score -6456980 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11620 members 
Mstep: Class 2 contains 39635 members 
Entering Unmasked Estep 
Score: -6456989.000000 Penalty: 5378.905762
	Iteration 25Q: 3 clusters Score -6456989 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11601 members 
Mstep: Class 2 contains 39654 members 
Entering Unmasked Estep 
Score: -6456975.500000 Penalty: 5378.905762
	Iteration 26Q: 3 clusters Score -6456976 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11572 members 
Mstep: Class 2 contains 39683 members 
Entering Unmasked Estep 
Score: -6456964.500000 Penalty: 5378.905762
	Iteration 27Q: 3 clusters Score -6456964 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11545 members 
Mstep: Class 2 contains 39710 members 
Entering Unmasked Estep 
Score: -6456973.500000 Penalty: 5378.905762
	Iteration 28Q: 3 clusters Score -6456974 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11525 members 
Mstep: Class 2 contains 39730 members 
Entering Unmasked Estep 
Score: -6456974.500000 Penalty: 5378.905762
	Iteration 29Q: 3 clusters Score -6456974 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11511 members 
Mstep: Class 2 contains 39744 members 
Entering Unmasked Estep 
Score: -6456973.000000 Penalty: 5378.905762
	Iteration 30Q: 3 clusters Score -6456973 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11500 members 
Mstep: Class 2 contains 39755 members 
Entering Unmasked Estep 
Score: -6456982.000000 Penalty: 5378.905762
	Iteration 31Q: 3 clusters Score -6456982 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11487 members 
Mstep: Class 2 contains 39768 members 
Entering Unmasked Estep 
Score: -6456972.000000 Penalty: 5378.905762
	Iteration 32Q: 3 clusters Score -6456972 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11485 members 
Mstep: Class 2 contains 39770 members 
Entering Unmasked Estep 
Score: -6456976.000000 Penalty: 5378.905762
	Iteration 33Q: 3 clusters Score -6456976 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11485 members 
Mstep: Class 2 contains 39770 members 
Entering Unmasked Estep 
Score: -6456974.500000 Penalty: 5378.905762
	Iteration 34Q: 3 clusters Score -6456974 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11486 members 
Mstep: Class 2 contains 39769 members 
Entering Unmasked Estep 
Score: -6456982.000000 Penalty: 5378.905762
	Iteration 35Q: 3 clusters Score -6456982 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11487 members 
Mstep: Class 2 contains 39768 members 
Entering Unmasked Estep 
Score: -6456976.000000 Penalty: 5378.905762
	Iteration 36Q: 3 clusters Score -6456976 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11485 members 
Mstep: Class 2 contains 39770 members 
Entering Unmasked Estep 
Score: -6456973.500000 Penalty: 5378.905762
	Iteration 37Q: 3 clusters Score -6456974 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11484 members 
Mstep: Class 2 contains 39771 members 
Entering Unmasked Estep 
Score: -6456973.000000 Penalty: 5378.905762
	Iteration 38Q: 3 clusters Score -6456973 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11483 members 
Mstep: Class 2 contains 39772 members 
Entering Unmasked Estep 
Score: -6456974.000000 Penalty: 5378.905762
	Iteration 39Q: 3 clusters Score -6456974 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11479 members 
Mstep: Class 2 contains 39776 members 
Entering Unmasked Estep 
Score: -6456972.500000 Penalty: 5378.905762
	Iteration 40F: 3 clusters Score -6456972 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11476 members 
Mstep: Class 2 contains 39779 members 
Entering Unmasked Estep 
Score: -6456970.500000 Penalty: 5378.905762
	Iteration 41Q: 3 clusters Score -6456970 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11472 members 
Mstep: Class 2 contains 39783 members 
Entering Unmasked Estep 
Score: -6456974.000000 Penalty: 5378.905762
	Iteration 42Q: 3 clusters Score -6456974 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11468 members 
Mstep: Class 2 contains 39787 members 
Entering Unmasked Estep 
Score: -6456969.000000 Penalty: 5378.905762
	Iteration 43Q: 3 clusters Score -6456969 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11466 members 
Mstep: Class 2 contains 39789 members 
Entering Unmasked Estep 
Score: -6456974.000000 Penalty: 5378.905762
	Iteration 44Q: 3 clusters Score -6456974 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11466 members 
Mstep: Class 2 contains 39789 members 
Entering Unmasked Estep 
Score: -6456974.000000 Penalty: 5378.905762
	Iteration 45F: 3 clusters Score -6456974 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 15541 members 
Mstep: Class 3 contains 28107 members 
Mstep: Class 4 contains 38525 members 
Mstep: Class 5 contains 23510 members 
Mstep: Class 6 contains 10289 members 
Mstep: Class 7 contains 3093 members 
Mstep: Class 8 contains 40666 members 
Mstep: Class 9 contains 30550 members 
Mstep: Class 10 contains 13049 members 
Mstep: Class 11 contains 4439 members 
Mstep: Class 12 contains 234172 members 
Mstep: Class 13 contains 16800 members 
Mstep: Class 14 contains 5725 members 
Mstep: Class 15 contains 12218 members 
Mstep: Class 16 contains 5886 members 
Mstep: Class 17 contains 11466 members 
Mstep: Class 18 contains 9682 members 
Mstep: Class 19 contains 176952 members 
Mstep: Class 20 contains 52713 members 
Mstep: Class 21 contains 15864 members 
Mstep: Class 22 contains 1726 members 
Mstep: Class 23 contains 11330 members 
Mstep: Class 24 contains 4167 members 
Mstep: Class 25 contains 15325 members 
Mstep: Class 26 contains 76877 members 
Mstep: Class 27 contains 9372 members 
Mstep: Class 28 contains 13916 members 
Mstep: Class 29 contains 17781 members 
Mstep: Class 30 contains 8547 members 
Mstep: Class 31 contains 3102 members 
Mstep: Class 32 contains 4441 members 
Mstep: Class 33 contains 1219 members 
Mstep: Class 34 contains 8608 members 
Mstep: Class 35 contains 212359 members 
Mstep: Class 36 contains 2638 members 
Mstep: Class 37 contains 39789 members 
Entering Unmasked Estep 
Score: -147366000.000000 Penalty: 128353.804688
Splitting cluster 17 changes total score from -147332192.000000 to -147366000.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 18 (9682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9682 members 
Entering Unmasked Estep 
Score: -1198363.750000 Penalty: 2276.149902
	Iteration 0F: 2 clusters Score -1198364 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -1190873.500000 Penalty: 4552.299805
	Iteration 0F: 3 clusters Score -1190874 nChanged 4007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -1193060.625000 Penalty: 4552.299805
	Iteration 1F: 3 clusters Score -1193061 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -1193466.375000 Penalty: 4552.299805
	Iteration 2F: 3 clusters Score -1193466 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -1193880.250000 Penalty: 4552.299805
	Iteration 3F: 3 clusters Score -1193880 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -1194389.125000 Penalty: 4552.299805
	Iteration 4F: 3 clusters Score -1194389 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -1194995.625000 Penalty: 4552.299805
	Iteration 5F: 3 clusters Score -1194996 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -1195706.875000 Penalty: 4552.299805
	Iteration 6F: 3 clusters Score -1195707 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -1196360.875000 Penalty: 4552.299805
	Iteration 7F: 3 clusters Score -1196361 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -1196831.375000 Penalty: 4552.299805
	Iteration 8F: 3 clusters Score -1196831 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -1197152.375000 Penalty: 4552.299805
	Iteration 9Q: 3 clusters Score -1197152 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -1197414.375000 Penalty: 4552.299805
	Iteration 10Q: 3 clusters Score -1197414 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -1197758.000000 Penalty: 4552.299805
	Iteration 11Q: 3 clusters Score -1197758 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -1198252.625000 Penalty: 4552.299805
	Iteration 12Q: 3 clusters Score -1198253 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -1198823.625000 Penalty: 4552.299805
	Iteration 13Q: 3 clusters Score -1198824 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -1199215.625000 Penalty: 4552.299805
	Iteration 14Q: 3 clusters Score -1199216 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -1199513.000000 Penalty: 4552.299805
	Iteration 15Q: 3 clusters Score -1199513 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -1199676.125000 Penalty: 4552.299805
	Iteration 16Q: 3 clusters Score -1199676 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -1199775.125000 Penalty: 4552.299805
	Iteration 17Q: 3 clusters Score -1199775 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -1199826.000000 Penalty: 4552.299805
	Iteration 18Q: 3 clusters Score -1199826 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -1199859.750000 Penalty: 4552.299805
	Iteration 19Q: 3 clusters Score -1199860 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -1199886.125000 Penalty: 4552.299805
	Iteration 20F: 3 clusters Score -1199886 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -1199897.625000 Penalty: 4552.299805
	Iteration 21Q: 3 clusters Score -1199898 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -1199909.125000 Penalty: 4552.299805
	Iteration 22Q: 3 clusters Score -1199909 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -1199913.625000 Penalty: 4552.299805
	Iteration 23Q: 3 clusters Score -1199914 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -1199918.250000 Penalty: 4552.299805
	Iteration 24Q: 3 clusters Score -1199918 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -1199922.500000 Penalty: 4552.299805
	Iteration 25Q: 3 clusters Score -1199922 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -1199924.625000 Penalty: 4552.299805
	Iteration 26Q: 3 clusters Score -1199925 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -1199923.125000 Penalty: 4552.299805
	Iteration 27Q: 3 clusters Score -1199923 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -1199924.125000 Penalty: 4552.299805
	Iteration 28Q: 3 clusters Score -1199924 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -1199925.750000 Penalty: 4552.299805
	Iteration 29Q: 3 clusters Score -1199926 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -1199928.000000 Penalty: 4552.299805
	Iteration 30Q: 3 clusters Score -1199928 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -1199931.250000 Penalty: 4552.299805
	Iteration 31Q: 3 clusters Score -1199931 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -1199932.375000 Penalty: 4552.299805
	Iteration 32Q: 3 clusters Score -1199932 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -1199931.250000 Penalty: 4552.299805
	Iteration 33Q: 3 clusters Score -1199931 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -1199938.000000 Penalty: 4552.299805
	Iteration 34Q: 3 clusters Score -1199938 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -1199938.375000 Penalty: 4552.299805
	Iteration 35Q: 3 clusters Score -1199938 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -1199940.625000 Penalty: 4552.299805
	Iteration 36Q: 3 clusters Score -1199941 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -1199943.750000 Penalty: 4552.299805
	Iteration 37Q: 3 clusters Score -1199944 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -1199941.000000 Penalty: 4552.299805
	Iteration 38Q: 3 clusters Score -1199941 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -1199943.625000 Penalty: 4552.299805
	Iteration 39Q: 3 clusters Score -1199944 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -1199943.625000 Penalty: 4552.299805
	Iteration 40F: 3 clusters Score -1199944 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -1199948.625000 Penalty: 4552.299805
	Iteration 41Q: 3 clusters Score -1199949 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -1199954.125000 Penalty: 4552.299805
	Iteration 42Q: 3 clusters Score -1199954 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -1199953.750000 Penalty: 4552.299805
	Iteration 43Q: 3 clusters Score -1199954 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -1199956.625000 Penalty: 4552.299805
	Iteration 44Q: 3 clusters Score -1199957 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -1199959.875000 Penalty: 4552.299805
	Iteration 45Q: 3 clusters Score -1199960 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -1199961.125000 Penalty: 4552.299805
	Iteration 46Q: 3 clusters Score -1199961 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -1199963.000000 Penalty: 4552.299805
	Iteration 47Q: 3 clusters Score -1199963 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -1199962.250000 Penalty: 4552.299805
	Iteration 48Q: 3 clusters Score -1199962 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -1199963.000000 Penalty: 4552.299805
	Iteration 49Q: 3 clusters Score -1199963 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -1199962.500000 Penalty: 4552.299805
	Iteration 50Q: 3 clusters Score -1199962 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -1199964.625000 Penalty: 4552.299805
	Iteration 51Q: 3 clusters Score -1199965 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -1199967.000000 Penalty: 4552.299805
	Iteration 52Q: 3 clusters Score -1199967 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -1199968.250000 Penalty: 4552.299805
	Iteration 53Q: 3 clusters Score -1199968 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -1199968.250000 Penalty: 4552.299805
	Iteration 54Q: 3 clusters Score -1199968 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -1199969.750000 Penalty: 4552.299805
	Iteration 55Q: 3 clusters Score -1199970 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -1199972.250000 Penalty: 4552.299805
	Iteration 56Q: 3 clusters Score -1199972 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -1199972.375000 Penalty: 4552.299805
	Iteration 57Q: 3 clusters Score -1199972 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -1199971.375000 Penalty: 4552.299805
	Iteration 58Q: 3 clusters Score -1199971 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -1199973.625000 Penalty: 4552.299805
	Iteration 59Q: 3 clusters Score -1199974 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -1199971.750000 Penalty: 4552.299805
	Iteration 60F: 3 clusters Score -1199972 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -1199974.250000 Penalty: 4552.299805
	Iteration 61Q: 3 clusters Score -1199974 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -1199974.250000 Penalty: 4552.299805
	Iteration 62F: 3 clusters Score -1199974 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 15541 members 
Mstep: Class 3 contains 28107 members 
Mstep: Class 4 contains 38525 members 
Mstep: Class 5 contains 23510 members 
Mstep: Class 6 contains 10289 members 
Mstep: Class 7 contains 3093 members 
Mstep: Class 8 contains 40666 members 
Mstep: Class 9 contains 30550 members 
Mstep: Class 10 contains 13049 members 
Mstep: Class 11 contains 4439 members 
Mstep: Class 12 contains 234172 members 
Mstep: Class 13 contains 16800 members 
Mstep: Class 14 contains 5725 members 
Mstep: Class 15 contains 12218 members 
Mstep: Class 16 contains 5886 members 
Mstep: Class 17 contains 11466 members 
Mstep: Class 18 contains 6319 members 
Mstep: Class 19 contains 176952 members 
Mstep: Class 20 contains 52713 members 
Mstep: Class 21 contains 15864 members 
Mstep: Class 22 contains 1726 members 
Mstep: Class 23 contains 11330 members 
Mstep: Class 24 contains 4167 members 
Mstep: Class 25 contains 15325 members 
Mstep: Class 26 contains 76877 members 
Mstep: Class 27 contains 9372 members 
Mstep: Class 28 contains 13916 members 
Mstep: Class 29 contains 17781 members 
Mstep: Class 30 contains 8547 members 
Mstep: Class 31 contains 3102 members 
Mstep: Class 32 contains 4441 members 
Mstep: Class 33 contains 1219 members 
Mstep: Class 34 contains 8608 members 
Mstep: Class 35 contains 212359 members 
Mstep: Class 36 contains 2638 members 
Mstep: Class 37 contains 39789 members 
Mstep: Class 38 contains 3363 members 
Entering Unmasked Estep 
Score: -147366768.000000 Penalty: 131822.828125
Splitting cluster 18 changes total score from -147332192.000000 to -147366768.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 19 (176952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176952 members 
Entering Unmasked Estep 
Score: -22641900.000000 Penalty: 2996.741211
	Iteration 0F: 2 clusters Score -2.26419e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88236 members 
Mstep: Class 2 contains 88716 members 
Entering Unmasked Estep 
Score: -22523680.000000 Penalty: 5993.482422
	Iteration 0F: 3 clusters Score -2.252368e+07 nChanged 84967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85011 members 
Mstep: Class 2 contains 91941 members 
Entering Unmasked Estep 
Score: -22573284.000000 Penalty: 5993.482422
	Iteration 1F: 3 clusters Score -2.257328e+07 nChanged 5612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82581 members 
Mstep: Class 2 contains 94371 members 
Entering Unmasked Estep 
Score: -22574686.000000 Penalty: 5993.482422
	Iteration 2Q: 3 clusters Score -2.257469e+07 nChanged 6264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78979 members 
Mstep: Class 2 contains 97973 members 
Entering Unmasked Estep 
Score: -22576742.000000 Penalty: 5993.482422
	Iteration 3Q: 3 clusters Score -2.257674e+07 nChanged 7393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73664 members 
Mstep: Class 2 contains 103288 members 
Entering Unmasked Estep 
Score: -22579716.000000 Penalty: 5993.482422
	Iteration 4Q: 3 clusters Score -2.257972e+07 nChanged 9146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66032 members 
Mstep: Class 2 contains 110920 members 
Entering Unmasked Estep 
Score: -22584772.000000 Penalty: 5993.482422
	Iteration 5F: 3 clusters Score -2.258477e+07 nChanged 11111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56145 members 
Mstep: Class 2 contains 120807 members 
Entering Unmasked Estep 
Score: -22592492.000000 Penalty: 5993.482422
	Iteration 6F: 3 clusters Score -2.259249e+07 nChanged 12515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44592 members 
Mstep: Class 2 contains 132360 members 
Entering Unmasked Estep 
Score: -22602710.000000 Penalty: 5993.482422
	Iteration 7F: 3 clusters Score -2.260271e+07 nChanged 11868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33462 members 
Mstep: Class 2 contains 143490 members 
Entering Unmasked Estep 
Score: -22613530.000000 Penalty: 5993.482422
	Iteration 8F: 3 clusters Score -2.261353e+07 nChanged 9478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24630 members 
Mstep: Class 2 contains 152322 members 
Entering Unmasked Estep 
Score: -22621548.000000 Penalty: 5993.482422
	Iteration 9F: 3 clusters Score -2.262155e+07 nChanged 6816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18306 members 
Mstep: Class 2 contains 158646 members 
Entering Unmasked Estep 
Score: -22627036.000000 Penalty: 5993.482422
	Iteration 10Q: 3 clusters Score -2.262704e+07 nChanged 4972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13586 members 
Mstep: Class 2 contains 163366 members 
Entering Unmasked Estep 
Score: -22631126.000000 Penalty: 5993.482422
	Iteration 11Q: 3 clusters Score -2.263113e+07 nChanged 3681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10043 members 
Mstep: Class 2 contains 166909 members 
Entering Unmasked Estep 
Score: -22633872.000000 Penalty: 5993.482422
	Iteration 12Q: 3 clusters Score -2.263387e+07 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 169502 members 
Entering Unmasked Estep 
Score: -22635844.000000 Penalty: 5993.482422
	Iteration 13Q: 3 clusters Score -2.263584e+07 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 171371 members 
Entering Unmasked Estep 
Score: -22637102.000000 Penalty: 5993.482422
	Iteration 14Q: 3 clusters Score -2.26371e+07 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 172691 members 
Entering Unmasked Estep 
Score: -22637918.000000 Penalty: 5993.482422
	Iteration 15Q: 3 clusters Score -2.263792e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 173607 members 
Entering Unmasked Estep 
Score: -22638566.000000 Penalty: 5993.482422
	Iteration 16Q: 3 clusters Score -2.263857e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 174174 members 
Entering Unmasked Estep 
Score: -22638966.000000 Penalty: 5993.482422
	Iteration 17Q: 3 clusters Score -2.263897e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 174555 members 
Entering Unmasked Estep 
Score: -22639168.000000 Penalty: 5993.482422
	Iteration 18Q: 3 clusters Score -2.263917e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 174799 members 
Entering Unmasked Estep 
Score: -22639306.000000 Penalty: 5993.482422
	Iteration 19Q: 3 clusters Score -2.263931e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 174952 members 
Entering Unmasked Estep 
Score: -22639388.000000 Penalty: 5993.482422
	Iteration 20F: 3 clusters Score -2.263939e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 175050 members 
Entering Unmasked Estep 
Score: -22639448.000000 Penalty: 5993.482422
	Iteration 21Q: 3 clusters Score -2.263945e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 175142 members 
Entering Unmasked Estep 
Score: -22639480.000000 Penalty: 5993.482422
	Iteration 22Q: 3 clusters Score -2.263948e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 175207 members 
Entering Unmasked Estep 
Score: -22639508.000000 Penalty: 5993.482422
	Iteration 23Q: 3 clusters Score -2.263951e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 175264 members 
Entering Unmasked Estep 
Score: -22639562.000000 Penalty: 5993.482422
	Iteration 24Q: 3 clusters Score -2.263956e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 175303 members 
Entering Unmasked Estep 
Score: -22639590.000000 Penalty: 5993.482422
	Iteration 25Q: 3 clusters Score -2.263959e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 175343 members 
Entering Unmasked Estep 
Score: -22639620.000000 Penalty: 5993.482422
	Iteration 26Q: 3 clusters Score -2.263962e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 175375 members 
Entering Unmasked Estep 
Score: -22639628.000000 Penalty: 5993.482422
	Iteration 27Q: 3 clusters Score -2.263963e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 175403 members 
Entering Unmasked Estep 
Score: -22639652.000000 Penalty: 5993.482422
	Iteration 28Q: 3 clusters Score -2.263965e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 175417 members 
Entering Unmasked Estep 
Score: -22639660.000000 Penalty: 5993.482422
	Iteration 29Q: 3 clusters Score -2.263966e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 175430 members 
Entering Unmasked Estep 
Score: -22639672.000000 Penalty: 5993.482422
	Iteration 30Q: 3 clusters Score -2.263967e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 175440 members 
Entering Unmasked Estep 
Score: -22639660.000000 Penalty: 5993.482422
	Iteration 31Q: 3 clusters Score -2.263966e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 175444 members 
Entering Unmasked Estep 
Score: -22639680.000000 Penalty: 5993.482422
	Iteration 32Q: 3 clusters Score -2.263968e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 175447 members 
Entering Unmasked Estep 
Score: -22639690.000000 Penalty: 5993.482422
	Iteration 33Q: 3 clusters Score -2.263969e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 175452 members 
Entering Unmasked Estep 
Score: -22639676.000000 Penalty: 5993.482422
	Iteration 34Q: 3 clusters Score -2.263968e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 175456 members 
Entering Unmasked Estep 
Score: -22639682.000000 Penalty: 5993.482422
	Iteration 35Q: 3 clusters Score -2.263968e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 175463 members 
Entering Unmasked Estep 
Score: -22639682.000000 Penalty: 5993.482422
	Iteration 36Q: 3 clusters Score -2.263968e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 175469 members 
Entering Unmasked Estep 
Score: -22639688.000000 Penalty: 5993.482422
	Iteration 37Q: 3 clusters Score -2.263969e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 175472 members 
Entering Unmasked Estep 
Score: -22639680.000000 Penalty: 5993.482422
	Iteration 38Q: 3 clusters Score -2.263968e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 175473 members 
Entering Unmasked Estep 
Score: -22639686.000000 Penalty: 5993.482422
	Iteration 39Q: 3 clusters Score -2.263969e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 175473 members 
Entering Unmasked Estep 
Score: -22639686.000000 Penalty: 5993.482422
	Iteration 40F: 3 clusters Score -2.263969e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (52713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52713 members 
Entering Unmasked Estep 
Score: -6648776.500000 Penalty: 2696.409180
	Iteration 0F: 2 clusters Score -6648776 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26369 members 
Mstep: Class 2 contains 26344 members 
Entering Unmasked Estep 
Score: -6613148.000000 Penalty: 5392.818359
	Iteration 0F: 3 clusters Score -6613148 nChanged 24534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26815 members 
Mstep: Class 2 contains 25898 members 
Entering Unmasked Estep 
Score: -6626412.000000 Penalty: 5392.818359
	Iteration 1F: 3 clusters Score -6626412 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27210 members 
Mstep: Class 2 contains 25503 members 
Entering Unmasked Estep 
Score: -6627088.000000 Penalty: 5392.818359
	Iteration 2Q: 3 clusters Score -6627088 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27882 members 
Mstep: Class 2 contains 24831 members 
Entering Unmasked Estep 
Score: -6628020.000000 Penalty: 5392.818359
	Iteration 3Q: 3 clusters Score -6628020 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28868 members 
Mstep: Class 2 contains 23845 members 
Entering Unmasked Estep 
Score: -6629295.000000 Penalty: 5392.818359
	Iteration 4Q: 3 clusters Score -6629295 nChanged 3142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30448 members 
Mstep: Class 2 contains 22265 members 
Entering Unmasked Estep 
Score: -6631162.500000 Penalty: 5392.818359
	Iteration 5F: 3 clusters Score -6631162 nChanged 3717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32601 members 
Mstep: Class 2 contains 20112 members 
Entering Unmasked Estep 
Score: -6633636.500000 Penalty: 5392.818359
	Iteration 6F: 3 clusters Score -6633636 nChanged 3978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35095 members 
Mstep: Class 2 contains 17618 members 
Entering Unmasked Estep 
Score: -6636621.500000 Penalty: 5392.818359
	Iteration 7F: 3 clusters Score -6636622 nChanged 3672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37571 members 
Mstep: Class 2 contains 15142 members 
Entering Unmasked Estep 
Score: -6639429.000000 Penalty: 5392.818359
	Iteration 8F: 3 clusters Score -6639429 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39631 members 
Mstep: Class 2 contains 13082 members 
Entering Unmasked Estep 
Score: -6641716.500000 Penalty: 5392.818359
	Iteration 9F: 3 clusters Score -6641716 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41207 members 
Mstep: Class 2 contains 11506 members 
Entering Unmasked Estep 
Score: -6643460.000000 Penalty: 5392.818359
	Iteration 10Q: 3 clusters Score -6643460 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42355 members 
Mstep: Class 2 contains 10358 members 
Entering Unmasked Estep 
Score: -6644535.500000 Penalty: 5392.818359
	Iteration 11Q: 3 clusters Score -6644536 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43208 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -6645105.500000 Penalty: 5392.818359
	Iteration 12Q: 3 clusters Score -6645106 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43867 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -6645445.500000 Penalty: 5392.818359
	Iteration 13Q: 3 clusters Score -6645446 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44374 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -6645697.000000 Penalty: 5392.818359
	Iteration 14Q: 3 clusters Score -6645697 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44877 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -6645845.500000 Penalty: 5392.818359
	Iteration 15Q: 3 clusters Score -6645846 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45310 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -6645990.500000 Penalty: 5392.818359
	Iteration 16Q: 3 clusters Score -6645990 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45698 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -6646070.000000 Penalty: 5392.818359
	Iteration 17Q: 3 clusters Score -6646070 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46083 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -6646156.500000 Penalty: 5392.818359
	Iteration 18Q: 3 clusters Score -6646156 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46444 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -6646275.000000 Penalty: 5392.818359
	Iteration 19Q: 3 clusters Score -6646275 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46805 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -6646399.000000 Penalty: 5392.818359
	Iteration 20F: 3 clusters Score -6646399 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47155 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -6646499.500000 Penalty: 5392.818359
	Iteration 21Q: 3 clusters Score -6646500 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47489 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -6646549.500000 Penalty: 5392.818359
	Iteration 22Q: 3 clusters Score -6646550 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47819 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -6646651.500000 Penalty: 5392.818359
	Iteration 23Q: 3 clusters Score -6646652 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48152 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -6646744.000000 Penalty: 5392.818359
	Iteration 24Q: 3 clusters Score -6646744 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48434 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -6646837.000000 Penalty: 5392.818359
	Iteration 25Q: 3 clusters Score -6646837 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48706 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -6646925.500000 Penalty: 5392.818359
	Iteration 26Q: 3 clusters Score -6646926 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48914 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -6646987.500000 Penalty: 5392.818359
	Iteration 27Q: 3 clusters Score -6646988 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49101 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -6647055.500000 Penalty: 5392.818359
	Iteration 28Q: 3 clusters Score -6647056 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49274 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -6647114.500000 Penalty: 5392.818359
	Iteration 29Q: 3 clusters Score -6647114 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49437 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -6647143.500000 Penalty: 5392.818359
	Iteration 30Q: 3 clusters Score -6647144 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49568 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -6647193.500000 Penalty: 5392.818359
	Iteration 31Q: 3 clusters Score -6647194 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49708 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -6647233.500000 Penalty: 5392.818359
	Iteration 32Q: 3 clusters Score -6647234 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49824 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -6647262.500000 Penalty: 5392.818359
	Iteration 33Q: 3 clusters Score -6647262 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49935 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -6647288.000000 Penalty: 5392.818359
	Iteration 34Q: 3 clusters Score -6647288 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50037 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -6647339.500000 Penalty: 5392.818359
	Iteration 35Q: 3 clusters Score -6647340 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50126 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -6647360.000000 Penalty: 5392.818359
	Iteration 36Q: 3 clusters Score -6647360 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50206 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -6647366.500000 Penalty: 5392.818359
	Iteration 37Q: 3 clusters Score -6647366 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50281 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -6647396.000000 Penalty: 5392.818359
	Iteration 38Q: 3 clusters Score -6647396 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50341 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -6647422.000000 Penalty: 5392.818359
	Iteration 39Q: 3 clusters Score -6647422 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50406 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -6647443.000000 Penalty: 5392.818359
	Iteration 40F: 3 clusters Score -6647443 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50454 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -6647470.000000 Penalty: 5392.818359
	Iteration 41Q: 3 clusters Score -6647470 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50492 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -6647473.500000 Penalty: 5392.818359
	Iteration 42Q: 3 clusters Score -6647474 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50530 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -6647502.500000 Penalty: 5392.818359
	Iteration 43Q: 3 clusters Score -6647502 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50564 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -6647505.000000 Penalty: 5392.818359
	Iteration 44Q: 3 clusters Score -6647505 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50602 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -6647502.000000 Penalty: 5392.818359
	Iteration 45Q: 3 clusters Score -6647502 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50635 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -6647507.000000 Penalty: 5392.818359
	Iteration 46Q: 3 clusters Score -6647507 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50669 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -6647522.000000 Penalty: 5392.818359
	Iteration 47Q: 3 clusters Score -6647522 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50690 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -6647539.000000 Penalty: 5392.818359
	Iteration 48Q: 3 clusters Score -6647539 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50706 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -6647535.500000 Penalty: 5392.818359
	Iteration 49Q: 3 clusters Score -6647536 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50721 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -6647530.500000 Penalty: 5392.818359
	Iteration 50Q: 3 clusters Score -6647530 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50740 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -6647533.500000 Penalty: 5392.818359
	Iteration 51Q: 3 clusters Score -6647534 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50756 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -6647544.000000 Penalty: 5392.818359
	Iteration 52Q: 3 clusters Score -6647544 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50775 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -6647548.500000 Penalty: 5392.818359
	Iteration 53Q: 3 clusters Score -6647548 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50787 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -6647554.500000 Penalty: 5392.818359
	Iteration 54Q: 3 clusters Score -6647554 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50798 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -6647555.500000 Penalty: 5392.818359
	Iteration 55Q: 3 clusters Score -6647556 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50816 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -6647564.000000 Penalty: 5392.818359
	Iteration 56Q: 3 clusters Score -6647564 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50837 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -6647565.000000 Penalty: 5392.818359
	Iteration 57Q: 3 clusters Score -6647565 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50854 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -6647575.000000 Penalty: 5392.818359
	Iteration 58Q: 3 clusters Score -6647575 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50869 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -6647573.000000 Penalty: 5392.818359
	Iteration 59Q: 3 clusters Score -6647573 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50882 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -6647575.000000 Penalty: 5392.818359
	Iteration 60F: 3 clusters Score -6647575 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50897 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -6647583.000000 Penalty: 5392.818359
	Iteration 61Q: 3 clusters Score -6647583 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50909 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -6647586.000000 Penalty: 5392.818359
	Iteration 62Q: 3 clusters Score -6647586 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50918 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -6647584.500000 Penalty: 5392.818359
	Iteration 63Q: 3 clusters Score -6647584 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50924 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -6647579.500000 Penalty: 5392.818359
	Iteration 64Q: 3 clusters Score -6647580 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50931 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -6647573.000000 Penalty: 5392.818359
	Iteration 65Q: 3 clusters Score -6647573 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50937 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -6647572.500000 Penalty: 5392.818359
	Iteration 66Q: 3 clusters Score -6647572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50940 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -6647577.500000 Penalty: 5392.818359
	Iteration 67Q: 3 clusters Score -6647578 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50943 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -6647582.000000 Penalty: 5392.818359
	Iteration 68Q: 3 clusters Score -6647582 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50945 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -6647584.000000 Penalty: 5392.818359
	Iteration 69Q: 3 clusters Score -6647584 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50946 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -6647587.500000 Penalty: 5392.818359
	Iteration 70Q: 3 clusters Score -6647588 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50949 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -6647588.000000 Penalty: 5392.818359
	Iteration 71Q: 3 clusters Score -6647588 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50954 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -6647591.500000 Penalty: 5392.818359
	Iteration 72Q: 3 clusters Score -6647592 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50958 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -6647593.500000 Penalty: 5392.818359
	Iteration 73Q: 3 clusters Score -6647594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50960 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -6647588.500000 Penalty: 5392.818359
	Iteration 74Q: 3 clusters Score -6647588 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50961 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -6647587.000000 Penalty: 5392.818359
	Iteration 75Q: 3 clusters Score -6647587 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50961 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -6647587.000000 Penalty: 5392.818359
	Iteration 76F: 3 clusters Score -6647587 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (15864 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15864 members 
Entering Unmasked Estep 
Score: -1825065.750000 Penalty: 2398.608154
	Iteration 0F: 2 clusters Score -1825066 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -1813783.250000 Penalty: 4797.216309
	Iteration 0F: 3 clusters Score -1813783 nChanged 6840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -1817976.500000 Penalty: 4797.216309
	Iteration 1F: 3 clusters Score -1817976 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -1818858.500000 Penalty: 4797.216309
	Iteration 2F: 3 clusters Score -1818858 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -1819707.875000 Penalty: 4797.216309
	Iteration 3F: 3 clusters Score -1819708 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -1820476.000000 Penalty: 4797.216309
	Iteration 4F: 3 clusters Score -1820476 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -1821098.750000 Penalty: 4797.216309
	Iteration 5F: 3 clusters Score -1821099 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -1821561.375000 Penalty: 4797.216309
	Iteration 6F: 3 clusters Score -1821561 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -1821888.750000 Penalty: 4797.216309
	Iteration 7Q: 3 clusters Score -1821889 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -1822192.750000 Penalty: 4797.216309
	Iteration 8Q: 3 clusters Score -1822193 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -1822497.000000 Penalty: 4797.216309
	Iteration 9Q: 3 clusters Score -1822497 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -1822780.375000 Penalty: 4797.216309
	Iteration 10Q: 3 clusters Score -1822780 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -1823084.875000 Penalty: 4797.216309
	Iteration 11Q: 3 clusters Score -1823085 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -1823367.375000 Penalty: 4797.216309
	Iteration 12Q: 3 clusters Score -1823367 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -1823617.000000 Penalty: 4797.216309
	Iteration 13Q: 3 clusters Score -1823617 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -1823792.500000 Penalty: 4797.216309
	Iteration 14Q: 3 clusters Score -1823792 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -1823938.375000 Penalty: 4797.216309
	Iteration 15Q: 3 clusters Score -1823938 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
Score: -1824051.375000 Penalty: 4797.216309
	Iteration 16Q: 3 clusters Score -1824051 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -1824134.000000 Penalty: 4797.216309
	Iteration 17Q: 3 clusters Score -1824134 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -1824187.625000 Penalty: 4797.216309
	Iteration 18Q: 3 clusters Score -1824188 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -1824237.375000 Penalty: 4797.216309
	Iteration 19Q: 3 clusters Score -1824237 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -1824277.500000 Penalty: 4797.216309
	Iteration 20F: 3 clusters Score -1824278 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -1824302.750000 Penalty: 4797.216309
	Iteration 21Q: 3 clusters Score -1824303 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -1824326.375000 Penalty: 4797.216309
	Iteration 22Q: 3 clusters Score -1824326 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -1824348.000000 Penalty: 4797.216309
	Iteration 23Q: 3 clusters Score -1824348 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -1824366.125000 Penalty: 4797.216309
	Iteration 24Q: 3 clusters Score -1824366 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -1824376.000000 Penalty: 4797.216309
	Iteration 25Q: 3 clusters Score -1824376 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -1824379.125000 Penalty: 4797.216309
	Iteration 26Q: 3 clusters Score -1824379 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -1824386.500000 Penalty: 4797.216309
	Iteration 27Q: 3 clusters Score -1824386 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -1824394.375000 Penalty: 4797.216309
	Iteration 28Q: 3 clusters Score -1824394 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -1824400.875000 Penalty: 4797.216309
	Iteration 29Q: 3 clusters Score -1824401 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -1824405.625000 Penalty: 4797.216309
	Iteration 30Q: 3 clusters Score -1824406 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -1824415.000000 Penalty: 4797.216309
	Iteration 31Q: 3 clusters Score -1824415 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -1824419.750000 Penalty: 4797.216309
	Iteration 32Q: 3 clusters Score -1824420 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -1824417.125000 Penalty: 4797.216309
	Iteration 33Q: 3 clusters Score -1824417 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -1824418.000000 Penalty: 4797.216309
	Iteration 34Q: 3 clusters Score -1824418 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -1824416.750000 Penalty: 4797.216309
	Iteration 35Q: 3 clusters Score -1824417 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -1824420.250000 Penalty: 4797.216309
	Iteration 36Q: 3 clusters Score -1824420 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -1824427.875000 Penalty: 4797.216309
	Iteration 37Q: 3 clusters Score -1824428 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -1824433.500000 Penalty: 4797.216309
	Iteration 38Q: 3 clusters Score -1824434 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -1824434.750000 Penalty: 4797.216309
	Iteration 39Q: 3 clusters Score -1824435 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -1824440.125000 Penalty: 4797.216309
	Iteration 40F: 3 clusters Score -1824440 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -1824434.375000 Penalty: 4797.216309
	Iteration 41Q: 3 clusters Score -1824434 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -1824435.375000 Penalty: 4797.216309
	Iteration 42Q: 3 clusters Score -1824435 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -1824437.000000 Penalty: 4797.216309
	Iteration 43Q: 3 clusters Score -1824437 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -1824439.625000 Penalty: 4797.216309
	Iteration 44Q: 3 clusters Score -1824440 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -1824441.375000 Penalty: 4797.216309
	Iteration 45Q: 3 clusters Score -1824441 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -1824438.625000 Penalty: 4797.216309
	Iteration 46Q: 3 clusters Score -1824439 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -1824443.250000 Penalty: 4797.216309
	Iteration 47Q: 3 clusters Score -1824443 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -1824441.750000 Penalty: 4797.216309
	Iteration 48Q: 3 clusters Score -1824442 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -1824443.500000 Penalty: 4797.216309
	Iteration 49Q: 3 clusters Score -1824444 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -1824442.375000 Penalty: 4797.216309
	Iteration 50Q: 3 clusters Score -1824442 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -1824441.250000 Penalty: 4797.216309
	Iteration 51Q: 3 clusters Score -1824441 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -1824444.125000 Penalty: 4797.216309
	Iteration 52Q: 3 clusters Score -1824444 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -1824438.500000 Penalty: 4797.216309
	Iteration 53Q: 3 clusters Score -1824438 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -1824439.000000 Penalty: 4797.216309
	Iteration 54Q: 3 clusters Score -1824439 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -1824438.500000 Penalty: 4797.216309
	Iteration 55Q: 3 clusters Score -1824438 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -1824438.250000 Penalty: 4797.216309
	Iteration 56Q: 3 clusters Score -1824438 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -1824439.750000 Penalty: 4797.216309
	Iteration 57Q: 3 clusters Score -1824440 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -1824440.875000 Penalty: 4797.216309
	Iteration 58Q: 3 clusters Score -1824441 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -1824436.625000 Penalty: 4797.216309
	Iteration 59Q: 3 clusters Score -1824437 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -1824436.250000 Penalty: 4797.216309
	Iteration 60F: 3 clusters Score -1824436 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -1824436.875000 Penalty: 4797.216309
	Iteration 61Q: 3 clusters Score -1824437 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -1824438.125000 Penalty: 4797.216309
	Iteration 62Q: 3 clusters Score -1824438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -1824436.250000 Penalty: 4797.216309
	Iteration 63Q: 3 clusters Score -1824436 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -1824436.250000 Penalty: 4797.216309
	Iteration 64F: 3 clusters Score -1824436 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Entering Unmasked Estep 
Score: -124659.609375 Penalty: 1848.483276
	Iteration 0F: 2 clusters Score -124659.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -122924.664062 Penalty: 3696.966553
	Iteration 0F: 3 clusters Score -122924.7 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -126961.484375 Penalty: 3696.966553
	Iteration 1F: 3 clusters Score -126961.5 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -129079.117188 Penalty: 3696.966553
	Iteration 2F: 3 clusters Score -129079.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -129542.382812 Penalty: 3696.966553
	Iteration 3F: 3 clusters Score -129542.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -130048.039062 Penalty: 3696.966553
	Iteration 4Q: 3 clusters Score -130048 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -130436.312500 Penalty: 3696.966553
	Iteration 5Q: 3 clusters Score -130436.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -130761.078125 Penalty: 3696.966553
	Iteration 6Q: 3 clusters Score -130761.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -131010.859375 Penalty: 3696.966553
	Iteration 7Q: 3 clusters Score -131010.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -131248.093750 Penalty: 3696.966553
	Iteration 8Q: 3 clusters Score -131248.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -131462.906250 Penalty: 3696.966553
	Iteration 9Q: 3 clusters Score -131462.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -131615.187500 Penalty: 3696.966553
	Iteration 10Q: 3 clusters Score -131615.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -131681.640625 Penalty: 3696.966553
	Iteration 11Q: 3 clusters Score -131681.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -131731.500000 Penalty: 3696.966553
	Iteration 12Q: 3 clusters Score -131731.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -131769.296875 Penalty: 3696.966553
	Iteration 13Q: 3 clusters Score -131769.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -131797.156250 Penalty: 3696.966553
	Iteration 14Q: 3 clusters Score -131797.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -131813.046875 Penalty: 3696.966553
	Iteration 15Q: 3 clusters Score -131813 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -131831.421875 Penalty: 3696.966553
	Iteration 16Q: 3 clusters Score -131831.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -131842.000000 Penalty: 3696.966553
	Iteration 17Q: 3 clusters Score -131842 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -131853.171875 Penalty: 3696.966553
	Iteration 18Q: 3 clusters Score -131853.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -131868.562500 Penalty: 3696.966553
	Iteration 19Q: 3 clusters Score -131868.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -132048.421875 Penalty: 3696.966553
	Iteration 20F: 3 clusters Score -132048.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -132461.734375 Penalty: 3696.966553
	Iteration 21Q: 3 clusters Score -132461.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -132880.500000 Penalty: 3696.966553
	Iteration 22Q: 3 clusters Score -132880.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -133286.671875 Penalty: 3696.966553
	Iteration 23Q: 3 clusters Score -133286.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -133651.921875 Penalty: 3696.966553
	Iteration 24Q: 3 clusters Score -133651.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -134184.484375 Penalty: 3696.966553
	Iteration 25Q: 3 clusters Score -134184.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -134641.578125 Penalty: 3696.966553
	Iteration 26Q: 3 clusters Score -134641.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -134895.375000 Penalty: 3696.966553
	Iteration 27Q: 3 clusters Score -134895.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -135002.812500 Penalty: 3696.966553
	Iteration 28Q: 3 clusters Score -135002.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -135103.921875 Penalty: 3696.966553
	Iteration 29Q: 3 clusters Score -135103.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -135135.062500 Penalty: 3696.966553
	Iteration 30Q: 3 clusters Score -135135.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -135148.375000 Penalty: 3696.966553
	Iteration 31Q: 3 clusters Score -135148.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -135164.265625 Penalty: 3696.966553
	Iteration 32Q: 3 clusters Score -135164.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -135512.250000 Penalty: 3696.966553
	Iteration 33F: 3 clusters Score -135512.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -136553.531250 Penalty: 3696.966553
	Iteration 34Q: 3 clusters Score -136553.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -136633.734375 Penalty: 3696.966553
	Iteration 35Q: 3 clusters Score -136633.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -136639.750000 Penalty: 3696.966553
	Iteration 36Q: 3 clusters Score -136639.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -136643.203125 Penalty: 3696.966553
	Iteration 37Q: 3 clusters Score -136643.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -136643.203125 Penalty: 3696.966553
	Iteration 38F: 3 clusters Score -136643.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 15541 members 
Mstep: Class 3 contains 28107 members 
Mstep: Class 4 contains 38525 members 
Mstep: Class 5 contains 23510 members 
Mstep: Class 6 contains 10289 members 
Mstep: Class 7 contains 3093 members 
Mstep: Class 8 contains 40666 members 
Mstep: Class 9 contains 30550 members 
Mstep: Class 10 contains 13049 members 
Mstep: Class 11 contains 4439 members 
Mstep: Class 12 contains 234172 members 
Mstep: Class 13 contains 16800 members 
Mstep: Class 14 contains 5725 members 
Mstep: Class 15 contains 12218 members 
Mstep: Class 16 contains 5886 members 
Mstep: Class 17 contains 11466 members 
Mstep: Class 18 contains 6319 members 
Mstep: Class 19 contains 176952 members 
Mstep: Class 20 contains 52713 members 
Mstep: Class 21 contains 15864 members 
Mstep: Class 22 contains 560 members 
Mstep: Class 23 contains 11330 members 
Mstep: Class 24 contains 4167 members 
Mstep: Class 25 contains 15325 members 
Mstep: Class 26 contains 76877 members 
Mstep: Class 27 contains 9372 members 
Mstep: Class 28 contains 13916 members 
Mstep: Class 29 contains 17781 members 
Mstep: Class 30 contains 8547 members 
Mstep: Class 31 contains 3102 members 
Mstep: Class 32 contains 4441 members 
Mstep: Class 33 contains 1219 members 
Mstep: Class 34 contains 8608 members 
Mstep: Class 35 contains 212359 members 
Mstep: Class 36 contains 2638 members 
Mstep: Class 37 contains 39789 members 
Mstep: Class 38 contains 3363 members 
Mstep: Class 39 contains 1166 members 
Entering Unmasked Estep 
Score: -147377120.000000 Penalty: 135291.859375
Splitting cluster 22 changes total score from -147332192.000000 to -147377120.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 23 (11330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11330 members 
Entering Unmasked Estep 
Score: -1425090.500000 Penalty: 2315.131836
	Iteration 0F: 2 clusters Score -1425090 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -1416622.750000 Penalty: 4630.263672
	Iteration 0F: 3 clusters Score -1416623 nChanged 4723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -1419107.625000 Penalty: 4630.263672
	Iteration 1F: 3 clusters Score -1419108 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -1419407.875000 Penalty: 4630.263672
	Iteration 2F: 3 clusters Score -1419408 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -1419643.875000 Penalty: 4630.263672
	Iteration 3Q: 3 clusters Score -1419644 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -1419817.125000 Penalty: 4630.263672
	Iteration 4Q: 3 clusters Score -1419817 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -1419970.125000 Penalty: 4630.263672
	Iteration 5Q: 3 clusters Score -1419970 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -1420130.750000 Penalty: 4630.263672
	Iteration 6Q: 3 clusters Score -1420131 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -1420289.000000 Penalty: 4630.263672
	Iteration 7Q: 3 clusters Score -1420289 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -1420487.500000 Penalty: 4630.263672
	Iteration 8Q: 3 clusters Score -1420488 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -1420725.875000 Penalty: 4630.263672
	Iteration 9Q: 3 clusters Score -1420726 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -1421014.750000 Penalty: 4630.263672
	Iteration 10Q: 3 clusters Score -1421015 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -1421349.750000 Penalty: 4630.263672
	Iteration 11Q: 3 clusters Score -1421350 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -1421684.250000 Penalty: 4630.263672
	Iteration 12Q: 3 clusters Score -1421684 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -1421976.375000 Penalty: 4630.263672
	Iteration 13Q: 3 clusters Score -1421976 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -1422232.125000 Penalty: 4630.263672
	Iteration 14Q: 3 clusters Score -1422232 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -1422447.125000 Penalty: 4630.263672
	Iteration 15Q: 3 clusters Score -1422447 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -1422643.875000 Penalty: 4630.263672
	Iteration 16Q: 3 clusters Score -1422644 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -1422805.250000 Penalty: 4630.263672
	Iteration 17Q: 3 clusters Score -1422805 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 9198 members 
Entering Unmasked Estep 
Score: -1422934.875000 Penalty: 4630.263672
	Iteration 18Q: 3 clusters Score -1422935 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -1423065.000000 Penalty: 4630.263672
	Iteration 19Q: 3 clusters Score -1423065 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -1423180.500000 Penalty: 4630.263672
	Iteration 20F: 3 clusters Score -1423180 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
Score: -1423281.125000 Penalty: 4630.263672
	Iteration 21Q: 3 clusters Score -1423281 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 9425 members 
Entering Unmasked Estep 
Score: -1423379.375000 Penalty: 4630.263672
	Iteration 22Q: 3 clusters Score -1423379 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -1423459.125000 Penalty: 4630.263672
	Iteration 23Q: 3 clusters Score -1423459 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -1423511.250000 Penalty: 4630.263672
	Iteration 24Q: 3 clusters Score -1423511 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -1423547.375000 Penalty: 4630.263672
	Iteration 25Q: 3 clusters Score -1423547 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
Score: -1423565.125000 Penalty: 4630.263672
	Iteration 26Q: 3 clusters Score -1423565 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -1423582.875000 Penalty: 4630.263672
	Iteration 27Q: 3 clusters Score -1423583 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -1423587.750000 Penalty: 4630.263672
	Iteration 28Q: 3 clusters Score -1423588 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -1423593.250000 Penalty: 4630.263672
	Iteration 29Q: 3 clusters Score -1423593 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 9594 members 
Entering Unmasked Estep 
Score: -1423592.625000 Penalty: 4630.263672
	Iteration 30Q: 3 clusters Score -1423593 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 9594 members 
Entering Unmasked Estep 
Score: -1423596.875000 Penalty: 4630.263672
	Iteration 31Q: 3 clusters Score -1423597 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
Score: -1423598.000000 Penalty: 4630.263672
	Iteration 32Q: 3 clusters Score -1423598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 9597 members 
Entering Unmasked Estep 
Score: -1423596.875000 Penalty: 4630.263672
	Iteration 33Q: 3 clusters Score -1423597 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -1423598.000000 Penalty: 4630.263672
	Iteration 34Q: 3 clusters Score -1423598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 9599 members 
Entering Unmasked Estep 
Score: -1423597.375000 Penalty: 4630.263672
	Iteration 35Q: 3 clusters Score -1423597 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 9599 members 
Entering Unmasked Estep 
Score: -1423597.375000 Penalty: 4630.263672
	Iteration 36F: 3 clusters Score -1423597 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (4167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Entering Unmasked Estep 
Score: -747766.375000 Penalty: 2067.067871
	Iteration 0F: 2 clusters Score -747766.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -743798.687500 Penalty: 4134.135742
	Iteration 0F: 3 clusters Score -743798.7 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -744714.437500 Penalty: 4134.135742
	Iteration 1F: 3 clusters Score -744714.4 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -745019.500000 Penalty: 4134.135742
	Iteration 2F: 3 clusters Score -745019.5 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -745317.125000 Penalty: 4134.135742
	Iteration 3F: 3 clusters Score -745317.1 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -745683.187500 Penalty: 4134.135742
	Iteration 4F: 3 clusters Score -745683.2 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -746000.562500 Penalty: 4134.135742
	Iteration 5F: 3 clusters Score -746000.6 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -746337.250000 Penalty: 4134.135742
	Iteration 6F: 3 clusters Score -746337.2 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -746695.062500 Penalty: 4134.135742
	Iteration 7F: 3 clusters Score -746695.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -746928.937500 Penalty: 4134.135742
	Iteration 8F: 3 clusters Score -746928.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -747100.500000 Penalty: 4134.135742
	Iteration 9Q: 3 clusters Score -747100.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -747192.500000 Penalty: 4134.135742
	Iteration 10Q: 3 clusters Score -747192.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -747255.750000 Penalty: 4134.135742
	Iteration 11Q: 3 clusters Score -747255.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -747279.937500 Penalty: 4134.135742
	Iteration 12Q: 3 clusters Score -747279.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -747292.625000 Penalty: 4134.135742
	Iteration 13Q: 3 clusters Score -747292.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -747302.062500 Penalty: 4134.135742
	Iteration 14Q: 3 clusters Score -747302.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -747309.812500 Penalty: 4134.135742
	Iteration 15Q: 3 clusters Score -747309.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -747309.312500 Penalty: 4134.135742
	Iteration 16Q: 3 clusters Score -747309.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -747312.750000 Penalty: 4134.135742
	Iteration 17Q: 3 clusters Score -747312.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -747312.750000 Penalty: 4134.135742
	Iteration 18Q: 3 clusters Score -747312.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -747312.750000 Penalty: 4134.135742
	Iteration 19F: 3 clusters Score -747312.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (15325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15325 members 
Entering Unmasked Estep 
Score: -1665103.500000 Penalty: 2390.035645
	Iteration 0F: 2 clusters Score -1665104 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -1653981.750000 Penalty: 4780.071289
	Iteration 0F: 3 clusters Score -1653982 nChanged 6703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -1658573.125000 Penalty: 4780.071289
	Iteration 1F: 3 clusters Score -1658573 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -1660216.875000 Penalty: 4780.071289
	Iteration 2F: 3 clusters Score -1660217 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -1661745.250000 Penalty: 4780.071289
	Iteration 3F: 3 clusters Score -1661745 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
Score: -1662778.875000 Penalty: 4780.071289
	Iteration 4F: 3 clusters Score -1662779 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 10156 members 
Entering Unmasked Estep 
Score: -1663450.500000 Penalty: 4780.071289
	Iteration 5F: 3 clusters Score -1663450 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 10500 members 
Entering Unmasked Estep 
Score: -1663963.250000 Penalty: 4780.071289
	Iteration 6Q: 3 clusters Score -1663963 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 10728 members 
Entering Unmasked Estep 
Score: -1664323.000000 Penalty: 4780.071289
	Iteration 7Q: 3 clusters Score -1664323 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -1664671.500000 Penalty: 4780.071289
	Iteration 8Q: 3 clusters Score -1664672 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 11118 members 
Entering Unmasked Estep 
Score: -1665040.125000 Penalty: 4780.071289
	Iteration 9Q: 3 clusters Score -1665040 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 11283 members 
Entering Unmasked Estep 
Score: -1665392.250000 Penalty: 4780.071289
	Iteration 10Q: 3 clusters Score -1665392 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 11414 members 
Entering Unmasked Estep 
Score: -1665734.750000 Penalty: 4780.071289
	Iteration 11Q: 3 clusters Score -1665735 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 11483 members 
Entering Unmasked Estep 
Score: -1666062.500000 Penalty: 4780.071289
	Iteration 12Q: 3 clusters Score -1666062 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 11507 members 
Entering Unmasked Estep 
Score: -1666440.375000 Penalty: 4780.071289
	Iteration 13Q: 3 clusters Score -1666440 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 11520 members 
Entering Unmasked Estep 
Score: -1666907.500000 Penalty: 4780.071289
	Iteration 14Q: 3 clusters Score -1666908 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 11467 members 
Entering Unmasked Estep 
Score: -1667377.250000 Penalty: 4780.071289
	Iteration 15Q: 3 clusters Score -1667377 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 11400 members 
Entering Unmasked Estep 
Score: -1667830.250000 Penalty: 4780.071289
	Iteration 16Q: 3 clusters Score -1667830 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 11302 members 
Entering Unmasked Estep 
Score: -1668135.125000 Penalty: 4780.071289
	Iteration 17Q: 3 clusters Score -1668135 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 11224 members 
Entering Unmasked Estep 
Score: -1668265.625000 Penalty: 4780.071289
	Iteration 18Q: 3 clusters Score -1668266 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 11176 members 
Entering Unmasked Estep 
Score: -1668335.500000 Penalty: 4780.071289
	Iteration 19Q: 3 clusters Score -1668336 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 11139 members 
Entering Unmasked Estep 
Score: -1668406.875000 Penalty: 4780.071289
	Iteration 20F: 3 clusters Score -1668407 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 11115 members 
Entering Unmasked Estep 
Score: -1668431.250000 Penalty: 4780.071289
	Iteration 21Q: 3 clusters Score -1668431 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 11089 members 
Entering Unmasked Estep 
Score: -1668444.750000 Penalty: 4780.071289
	Iteration 22Q: 3 clusters Score -1668445 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 11072 members 
Entering Unmasked Estep 
Score: -1668450.250000 Penalty: 4780.071289
	Iteration 23Q: 3 clusters Score -1668450 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 11063 members 
Entering Unmasked Estep 
Score: -1668454.125000 Penalty: 4780.071289
	Iteration 24Q: 3 clusters Score -1668454 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 11060 members 
Entering Unmasked Estep 
Score: -1668453.000000 Penalty: 4780.071289
	Iteration 25Q: 3 clusters Score -1668453 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 11061 members 
Entering Unmasked Estep 
Score: -1668457.000000 Penalty: 4780.071289
	Iteration 26Q: 3 clusters Score -1668457 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 11062 members 
Entering Unmasked Estep 
Score: -1668458.750000 Penalty: 4780.071289
	Iteration 27Q: 3 clusters Score -1668459 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 11063 members 
Entering Unmasked Estep 
Score: -1668455.500000 Penalty: 4780.071289
	Iteration 28Q: 3 clusters Score -1668456 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 11063 members 
Entering Unmasked Estep 
Score: -1668455.500000 Penalty: 4780.071289
	Iteration 29F: 3 clusters Score -1668456 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 15541 members 
Mstep: Class 3 contains 28107 members 
Mstep: Class 4 contains 38525 members 
Mstep: Class 5 contains 23510 members 
Mstep: Class 6 contains 10289 members 
Mstep: Class 7 contains 3093 members 
Mstep: Class 8 contains 40666 members 
Mstep: Class 9 contains 30550 members 
Mstep: Class 10 contains 13049 members 
Mstep: Class 11 contains 4439 members 
Mstep: Class 12 contains 234172 members 
Mstep: Class 13 contains 16800 members 
Mstep: Class 14 contains 5725 members 
Mstep: Class 15 contains 12218 members 
Mstep: Class 16 contains 5886 members 
Mstep: Class 17 contains 11466 members 
Mstep: Class 18 contains 6319 members 
Mstep: Class 19 contains 176952 members 
Mstep: Class 20 contains 52713 members 
Mstep: Class 21 contains 15864 members 
Mstep: Class 22 contains 560 members 
Mstep: Class 23 contains 11330 members 
Mstep: Class 24 contains 4167 members 
Mstep: Class 25 contains 4262 members 
Mstep: Class 26 contains 76877 members 
Mstep: Class 27 contains 9372 members 
Mstep: Class 28 contains 13916 members 
Mstep: Class 29 contains 17781 members 
Mstep: Class 30 contains 8547 members 
Mstep: Class 31 contains 3102 members 
Mstep: Class 32 contains 4441 members 
Mstep: Class 33 contains 1219 members 
Mstep: Class 34 contains 8608 members 
Mstep: Class 35 contains 212359 members 
Mstep: Class 36 contains 2638 members 
Mstep: Class 37 contains 39789 members 
Mstep: Class 38 contains 3363 members 
Mstep: Class 39 contains 1166 members 
Mstep: Class 40 contains 11063 members 
Entering Unmasked Estep 
Score: -147379392.000000 Penalty: 138760.875000
Splitting cluster 25 changes total score from -147332192.000000 to -147379392.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 26 (76877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76877 members 
Entering Unmasked Estep 
Score: -9684105.000000 Penalty: 2789.990479
	Iteration 0F: 2 clusters Score -9684105 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38351 members 
Mstep: Class 2 contains 38526 members 
Entering Unmasked Estep 
Score: -9632472.000000 Penalty: 5579.980957
	Iteration 0F: 3 clusters Score -9632472 nChanged 36127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37626 members 
Mstep: Class 2 contains 39251 members 
Entering Unmasked Estep 
Score: -9653560.000000 Penalty: 5579.980957
	Iteration 1F: 3 clusters Score -9653560 nChanged 3359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37243 members 
Mstep: Class 2 contains 39634 members 
Entering Unmasked Estep 
Score: -9654881.000000 Penalty: 5579.980957
	Iteration 2Q: 3 clusters Score -9654881 nChanged 3833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36860 members 
Mstep: Class 2 contains 40017 members 
Entering Unmasked Estep 
Score: -9656905.000000 Penalty: 5579.980957
	Iteration 3Q: 3 clusters Score -9656905 nChanged 4371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36575 members 
Mstep: Class 2 contains 40302 members 
Entering Unmasked Estep 
Score: -9659967.000000 Penalty: 5579.980957
	Iteration 4F: 3 clusters Score -9659967 nChanged 5185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36734 members 
Mstep: Class 2 contains 40143 members 
Entering Unmasked Estep 
Score: -9664159.000000 Penalty: 5579.980957
	Iteration 5F: 3 clusters Score -9664159 nChanged 5958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37356 members 
Mstep: Class 2 contains 39521 members 
Entering Unmasked Estep 
Score: -9670386.000000 Penalty: 5579.980957
	Iteration 6F: 3 clusters Score -9670386 nChanged 6866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38692 members 
Mstep: Class 2 contains 38185 members 
Entering Unmasked Estep 
Score: -9679547.000000 Penalty: 5579.980957
	Iteration 7F: 3 clusters Score -9679547 nChanged 6638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40542 members 
Mstep: Class 2 contains 36335 members 
Entering Unmasked Estep 
Score: -9688606.000000 Penalty: 5579.980957
	Iteration 8F: 3 clusters Score -9688606 nChanged 4553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42177 members 
Mstep: Class 2 contains 34700 members 
Entering Unmasked Estep 
Score: -9693668.000000 Penalty: 5579.980957
	Iteration 9F: 3 clusters Score -9693668 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43166 members 
Mstep: Class 2 contains 33711 members 
Entering Unmasked Estep 
Score: -9695437.000000 Penalty: 5579.980957
	Iteration 10Q: 3 clusters Score -9695437 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43918 members 
Mstep: Class 2 contains 32959 members 
Entering Unmasked Estep 
Score: -9696010.000000 Penalty: 5579.980957
	Iteration 11Q: 3 clusters Score -9696010 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44521 members 
Mstep: Class 2 contains 32356 members 
Entering Unmasked Estep 
Score: -9696158.000000 Penalty: 5579.980957
	Iteration 12Q: 3 clusters Score -9696158 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44981 members 
Mstep: Class 2 contains 31896 members 
Entering Unmasked Estep 
Score: -9696258.000000 Penalty: 5579.980957
	Iteration 13Q: 3 clusters Score -9696258 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45312 members 
Mstep: Class 2 contains 31565 members 
Entering Unmasked Estep 
Score: -9696305.000000 Penalty: 5579.980957
	Iteration 14Q: 3 clusters Score -9696305 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45548 members 
Mstep: Class 2 contains 31329 members 
Entering Unmasked Estep 
Score: -9696374.000000 Penalty: 5579.980957
	Iteration 15Q: 3 clusters Score -9696374 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45733 members 
Mstep: Class 2 contains 31144 members 
Entering Unmasked Estep 
Score: -9696394.000000 Penalty: 5579.980957
	Iteration 16Q: 3 clusters Score -9696394 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45898 members 
Mstep: Class 2 contains 30979 members 
Entering Unmasked Estep 
Score: -9696426.000000 Penalty: 5579.980957
	Iteration 17Q: 3 clusters Score -9696426 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46049 members 
Mstep: Class 2 contains 30828 members 
Entering Unmasked Estep 
Score: -9696470.000000 Penalty: 5579.980957
	Iteration 18Q: 3 clusters Score -9696470 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46195 members 
Mstep: Class 2 contains 30682 members 
Entering Unmasked Estep 
Score: -9696464.000000 Penalty: 5579.980957
	Iteration 19Q: 3 clusters Score -9696464 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46356 members 
Mstep: Class 2 contains 30521 members 
Entering Unmasked Estep 
Score: -9696490.000000 Penalty: 5579.980957
	Iteration 20F: 3 clusters Score -9696490 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46544 members 
Mstep: Class 2 contains 30333 members 
Entering Unmasked Estep 
Score: -9696567.000000 Penalty: 5579.980957
	Iteration 21Q: 3 clusters Score -9696567 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46742 members 
Mstep: Class 2 contains 30135 members 
Entering Unmasked Estep 
Score: -9696615.000000 Penalty: 5579.980957
	Iteration 22Q: 3 clusters Score -9696615 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46976 members 
Mstep: Class 2 contains 29901 members 
Entering Unmasked Estep 
Score: -9696734.000000 Penalty: 5579.980957
	Iteration 23Q: 3 clusters Score -9696734 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47222 members 
Mstep: Class 2 contains 29655 members 
Entering Unmasked Estep 
Score: -9696822.000000 Penalty: 5579.980957
	Iteration 24Q: 3 clusters Score -9696822 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47495 members 
Mstep: Class 2 contains 29382 members 
Entering Unmasked Estep 
Score: -9696917.000000 Penalty: 5579.980957
	Iteration 25Q: 3 clusters Score -9696917 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47776 members 
Mstep: Class 2 contains 29101 members 
Entering Unmasked Estep 
Score: -9697013.000000 Penalty: 5579.980957
	Iteration 26Q: 3 clusters Score -9697013 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48042 members 
Mstep: Class 2 contains 28835 members 
Entering Unmasked Estep 
Score: -9697130.000000 Penalty: 5579.980957
	Iteration 27Q: 3 clusters Score -9697130 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48274 members 
Mstep: Class 2 contains 28603 members 
Entering Unmasked Estep 
Score: -9697184.000000 Penalty: 5579.980957
	Iteration 28Q: 3 clusters Score -9697184 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48465 members 
Mstep: Class 2 contains 28412 members 
Entering Unmasked Estep 
Score: -9697264.000000 Penalty: 5579.980957
	Iteration 29Q: 3 clusters Score -9697264 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48646 members 
Mstep: Class 2 contains 28231 members 
Entering Unmasked Estep 
Score: -9697299.000000 Penalty: 5579.980957
	Iteration 30Q: 3 clusters Score -9697299 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48812 members 
Mstep: Class 2 contains 28065 members 
Entering Unmasked Estep 
Score: -9697319.000000 Penalty: 5579.980957
	Iteration 31Q: 3 clusters Score -9697319 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48953 members 
Mstep: Class 2 contains 27924 members 
Entering Unmasked Estep 
Score: -9697350.000000 Penalty: 5579.980957
	Iteration 32Q: 3 clusters Score -9697350 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49069 members 
Mstep: Class 2 contains 27808 members 
Entering Unmasked Estep 
Score: -9697364.000000 Penalty: 5579.980957
	Iteration 33Q: 3 clusters Score -9697364 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49143 members 
Mstep: Class 2 contains 27734 members 
Entering Unmasked Estep 
Score: -9697383.000000 Penalty: 5579.980957
	Iteration 34Q: 3 clusters Score -9697383 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49188 members 
Mstep: Class 2 contains 27689 members 
Entering Unmasked Estep 
Score: -9697382.000000 Penalty: 5579.980957
	Iteration 35Q: 3 clusters Score -9697382 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49221 members 
Mstep: Class 2 contains 27656 members 
Entering Unmasked Estep 
Score: -9697407.000000 Penalty: 5579.980957
	Iteration 36Q: 3 clusters Score -9697407 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49242 members 
Mstep: Class 2 contains 27635 members 
Entering Unmasked Estep 
Score: -9697398.000000 Penalty: 5579.980957
	Iteration 37Q: 3 clusters Score -9697398 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49255 members 
Mstep: Class 2 contains 27622 members 
Entering Unmasked Estep 
Score: -9697400.000000 Penalty: 5579.980957
	Iteration 38Q: 3 clusters Score -9697400 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49262 members 
Mstep: Class 2 contains 27615 members 
Entering Unmasked Estep 
Score: -9697400.000000 Penalty: 5579.980957
	Iteration 39Q: 3 clusters Score -9697400 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49266 members 
Mstep: Class 2 contains 27611 members 
Entering Unmasked Estep 
Score: -9697402.000000 Penalty: 5579.980957
	Iteration 40F: 3 clusters Score -9697402 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49267 members 
Mstep: Class 2 contains 27610 members 
Entering Unmasked Estep 
Score: -9697412.000000 Penalty: 5579.980957
	Iteration 41Q: 3 clusters Score -9697412 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49267 members 
Mstep: Class 2 contains 27610 members 
Entering Unmasked Estep 
Score: -9697412.000000 Penalty: 5579.980957
	Iteration 42F: 3 clusters Score -9697412 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 15541 members 
Mstep: Class 3 contains 28107 members 
Mstep: Class 4 contains 38525 members 
Mstep: Class 5 contains 23510 members 
Mstep: Class 6 contains 10289 members 
Mstep: Class 7 contains 3093 members 
Mstep: Class 8 contains 40666 members 
Mstep: Class 9 contains 30550 members 
Mstep: Class 10 contains 13049 members 
Mstep: Class 11 contains 4439 members 
Mstep: Class 12 contains 234172 members 
Mstep: Class 13 contains 16800 members 
Mstep: Class 14 contains 5725 members 
Mstep: Class 15 contains 12218 members 
Mstep: Class 16 contains 5886 members 
Mstep: Class 17 contains 11466 members 
Mstep: Class 18 contains 6319 members 
Mstep: Class 19 contains 176952 members 
Mstep: Class 20 contains 52713 members 
Mstep: Class 21 contains 15864 members 
Mstep: Class 22 contains 560 members 
Mstep: Class 23 contains 11330 members 
Mstep: Class 24 contains 4167 members 
Mstep: Class 25 contains 4262 members 
Mstep: Class 26 contains 49267 members 
Mstep: Class 27 contains 9372 members 
Mstep: Class 28 contains 13916 members 
Mstep: Class 29 contains 17781 members 
Mstep: Class 30 contains 8547 members 
Mstep: Class 31 contains 3102 members 
Mstep: Class 32 contains 4441 members 
Mstep: Class 33 contains 1219 members 
Mstep: Class 34 contains 8608 members 
Mstep: Class 35 contains 212359 members 
Mstep: Class 36 contains 2638 members 
Mstep: Class 37 contains 39789 members 
Mstep: Class 38 contains 3363 members 
Mstep: Class 39 contains 1166 members 
Mstep: Class 40 contains 11063 members 
Mstep: Class 41 contains 27610 members 
Entering Unmasked Estep 
Score: -147391984.000000 Penalty: 142229.890625
Splitting cluster 26 changes total score from -147332192.000000 to -147391984.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 27 (9372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Entering Unmasked Estep 
Score: -1213856.000000 Penalty: 2268.079590
	Iteration 0F: 2 clusters Score -1213856 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -1206619.375000 Penalty: 4536.159180
	Iteration 0F: 3 clusters Score -1206619 nChanged 3852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -1208717.000000 Penalty: 4536.159180
	Iteration 1F: 3 clusters Score -1208717 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -1209094.875000 Penalty: 4536.159180
	Iteration 2F: 3 clusters Score -1209095 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -1209464.875000 Penalty: 4536.159180
	Iteration 3F: 3 clusters Score -1209465 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -1209881.250000 Penalty: 4536.159180
	Iteration 4F: 3 clusters Score -1209881 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -1210342.625000 Penalty: 4536.159180
	Iteration 5F: 3 clusters Score -1210343 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -1210909.500000 Penalty: 4536.159180
	Iteration 6F: 3 clusters Score -1210910 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -1211541.125000 Penalty: 4536.159180
	Iteration 7F: 3 clusters Score -1211541 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -1212135.500000 Penalty: 4536.159180
	Iteration 8F: 3 clusters Score -1212136 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -1212578.875000 Penalty: 4536.159180
	Iteration 9Q: 3 clusters Score -1212579 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -1212872.250000 Penalty: 4536.159180
	Iteration 10Q: 3 clusters Score -1212872 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -1213040.375000 Penalty: 4536.159180
	Iteration 11Q: 3 clusters Score -1213040 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -1213130.750000 Penalty: 4536.159180
	Iteration 12Q: 3 clusters Score -1213131 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -1213167.125000 Penalty: 4536.159180
	Iteration 13Q: 3 clusters Score -1213167 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -1213199.875000 Penalty: 4536.159180
	Iteration 14Q: 3 clusters Score -1213200 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -1213215.875000 Penalty: 4536.159180
	Iteration 15Q: 3 clusters Score -1213216 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -1213229.375000 Penalty: 4536.159180
	Iteration 16Q: 3 clusters Score -1213229 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -1213240.000000 Penalty: 4536.159180
	Iteration 17Q: 3 clusters Score -1213240 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -1213244.875000 Penalty: 4536.159180
	Iteration 18Q: 3 clusters Score -1213245 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -1213248.250000 Penalty: 4536.159180
	Iteration 19Q: 3 clusters Score -1213248 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -1213254.875000 Penalty: 4536.159180
	Iteration 20F: 3 clusters Score -1213255 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -1213252.250000 Penalty: 4536.159180
	Iteration 21Q: 3 clusters Score -1213252 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -1213256.000000 Penalty: 4536.159180
	Iteration 22Q: 3 clusters Score -1213256 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -1213258.375000 Penalty: 4536.159180
	Iteration 23Q: 3 clusters Score -1213258 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -1213261.000000 Penalty: 4536.159180
	Iteration 24Q: 3 clusters Score -1213261 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -1213259.500000 Penalty: 4536.159180
	Iteration 25Q: 3 clusters Score -1213260 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -1213259.500000 Penalty: 4536.159180
	Iteration 26F: 3 clusters Score -1213260 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (13916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13916 members 
Entering Unmasked Estep 
Score: -1710813.000000 Penalty: 2366.116943
	Iteration 0F: 2 clusters Score -1710813 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -1700695.500000 Penalty: 4732.233887
	Iteration 0F: 3 clusters Score -1700696 nChanged 5961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -1704295.125000 Penalty: 4732.233887
	Iteration 1F: 3 clusters Score -1704295 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -1705332.125000 Penalty: 4732.233887
	Iteration 2F: 3 clusters Score -1705332 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -1706486.500000 Penalty: 4732.233887
	Iteration 3F: 3 clusters Score -1706486 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -1707703.125000 Penalty: 4732.233887
	Iteration 4F: 3 clusters Score -1707703 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -1709064.750000 Penalty: 4732.233887
	Iteration 5F: 3 clusters Score -1709065 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -1710821.500000 Penalty: 4732.233887
	Iteration 6F: 3 clusters Score -1710822 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -1713108.375000 Penalty: 4732.233887
	Iteration 7F: 3 clusters Score -1713108 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -1714448.250000 Penalty: 4732.233887
	Iteration 8F: 3 clusters Score -1714448 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -1714887.125000 Penalty: 4732.233887
	Iteration 9Q: 3 clusters Score -1714887 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -1715041.500000 Penalty: 4732.233887
	Iteration 10Q: 3 clusters Score -1715042 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -1715122.625000 Penalty: 4732.233887
	Iteration 11Q: 3 clusters Score -1715123 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -1715162.375000 Penalty: 4732.233887
	Iteration 12Q: 3 clusters Score -1715162 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -1715176.500000 Penalty: 4732.233887
	Iteration 13Q: 3 clusters Score -1715176 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -1715185.125000 Penalty: 4732.233887
	Iteration 14Q: 3 clusters Score -1715185 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -1715188.750000 Penalty: 4732.233887
	Iteration 15Q: 3 clusters Score -1715189 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -1715191.625000 Penalty: 4732.233887
	Iteration 16Q: 3 clusters Score -1715192 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -1715192.875000 Penalty: 4732.233887
	Iteration 17Q: 3 clusters Score -1715193 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -1715191.750000 Penalty: 4732.233887
	Iteration 18Q: 3 clusters Score -1715192 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -1715191.750000 Penalty: 4732.233887
	Iteration 19F: 3 clusters Score -1715192 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 15541 members 
Mstep: Class 3 contains 28107 members 
Mstep: Class 4 contains 38525 members 
Mstep: Class 5 contains 23510 members 
Mstep: Class 6 contains 10289 members 
Mstep: Class 7 contains 3093 members 
Mstep: Class 8 contains 40666 members 
Mstep: Class 9 contains 30550 members 
Mstep: Class 10 contains 13049 members 
Mstep: Class 11 contains 4439 members 
Mstep: Class 12 contains 234172 members 
Mstep: Class 13 contains 16800 members 
Mstep: Class 14 contains 5725 members 
Mstep: Class 15 contains 12218 members 
Mstep: Class 16 contains 5886 members 
Mstep: Class 17 contains 11466 members 
Mstep: Class 18 contains 6319 members 
Mstep: Class 19 contains 176952 members 
Mstep: Class 20 contains 52713 members 
Mstep: Class 21 contains 15864 members 
Mstep: Class 22 contains 560 members 
Mstep: Class 23 contains 11330 members 
Mstep: Class 24 contains 4167 members 
Mstep: Class 25 contains 4262 members 
Mstep: Class 26 contains 49267 members 
Mstep: Class 27 contains 9372 members 
Mstep: Class 28 contains 8071 members 
Mstep: Class 29 contains 17781 members 
Mstep: Class 30 contains 8547 members 
Mstep: Class 31 contains 3102 members 
Mstep: Class 32 contains 4441 members 
Mstep: Class 33 contains 1219 members 
Mstep: Class 34 contains 8608 members 
Mstep: Class 35 contains 212359 members 
Mstep: Class 36 contains 2638 members 
Mstep: Class 37 contains 39789 members 
Mstep: Class 38 contains 3363 members 
Mstep: Class 39 contains 1166 members 
Mstep: Class 40 contains 11063 members 
Mstep: Class 41 contains 27610 members 
Mstep: Class 42 contains 5845 members 
Entering Unmasked Estep 
Score: -147395792.000000 Penalty: 145698.921875
Splitting cluster 28 changes total score from -147332192.000000 to -147395792.000000
So it's getting split into cluster 42.
Entering ConstructFrom: 
Trying to split cluster 29 (17781 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17781 members 
Entering Unmasked Estep 
Score: -2241303.750000 Penalty: 2426.899658
	Iteration 0F: 2 clusters Score -2241304 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -2228706.000000 Penalty: 4853.799316
	Iteration 0F: 3 clusters Score -2228706 nChanged 7778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -2232862.500000 Penalty: 4853.799316
	Iteration 1F: 3 clusters Score -2232862 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -2233404.500000 Penalty: 4853.799316
	Iteration 2F: 3 clusters Score -2233404 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -2234005.500000 Penalty: 4853.799316
	Iteration 3F: 3 clusters Score -2234006 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -2234721.000000 Penalty: 4853.799316
	Iteration 4F: 3 clusters Score -2234721 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -2235551.250000 Penalty: 4853.799316
	Iteration 5F: 3 clusters Score -2235551 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -2236472.500000 Penalty: 4853.799316
	Iteration 6F: 3 clusters Score -2236472 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -2237438.000000 Penalty: 4853.799316
	Iteration 7F: 3 clusters Score -2237438 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
Score: -2238217.250000 Penalty: 4853.799316
	Iteration 8F: 3 clusters Score -2238217 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
Score: -2238817.000000 Penalty: 4853.799316
	Iteration 9Q: 3 clusters Score -2238817 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -2239252.250000 Penalty: 4853.799316
	Iteration 10Q: 3 clusters Score -2239252 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -2239510.500000 Penalty: 4853.799316
	Iteration 11Q: 3 clusters Score -2239510 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -2239671.000000 Penalty: 4853.799316
	Iteration 12Q: 3 clusters Score -2239671 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -2239761.250000 Penalty: 4853.799316
	Iteration 13Q: 3 clusters Score -2239761 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -2239813.500000 Penalty: 4853.799316
	Iteration 14Q: 3 clusters Score -2239814 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -2239839.250000 Penalty: 4853.799316
	Iteration 15Q: 3 clusters Score -2239839 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -2239859.750000 Penalty: 4853.799316
	Iteration 16Q: 3 clusters Score -2239860 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -2239873.500000 Penalty: 4853.799316
	Iteration 17Q: 3 clusters Score -2239874 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -2239883.250000 Penalty: 4853.799316
	Iteration 18Q: 3 clusters Score -2239883 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8470 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -2239900.250000 Penalty: 4853.799316
	Iteration 19Q: 3 clusters Score -2239900 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 9329 members 
Entering Unmasked Estep 
Score: -2239908.250000 Penalty: 4853.799316
	Iteration 20F: 3 clusters Score -2239908 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -2239905.000000 Penalty: 4853.799316
	Iteration 21Q: 3 clusters Score -2239905 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
Score: -2239914.750000 Penalty: 4853.799316
	Iteration 22Q: 3 clusters Score -2239915 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -2239922.500000 Penalty: 4853.799316
	Iteration 23Q: 3 clusters Score -2239922 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 9436 members 
Entering Unmasked Estep 
Score: -2239926.750000 Penalty: 4853.799316
	Iteration 24Q: 3 clusters Score -2239927 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -2239930.000000 Penalty: 4853.799316
	Iteration 25Q: 3 clusters Score -2239930 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
Score: -2239937.250000 Penalty: 4853.799316
	Iteration 26Q: 3 clusters Score -2239937 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
Score: -2239945.250000 Penalty: 4853.799316
	Iteration 27Q: 3 clusters Score -2239945 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -2239951.250000 Penalty: 4853.799316
	Iteration 28Q: 3 clusters Score -2239951 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
Score: -2239956.750000 Penalty: 4853.799316
	Iteration 29Q: 3 clusters Score -2239957 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -2239958.750000 Penalty: 4853.799316
	Iteration 30Q: 3 clusters Score -2239959 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -2239967.000000 Penalty: 4853.799316
	Iteration 31Q: 3 clusters Score -2239967 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 9684 members 
Entering Unmasked Estep 
Score: -2239975.250000 Penalty: 4853.799316
	Iteration 32Q: 3 clusters Score -2239975 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -2239987.250000 Penalty: 4853.799316
	Iteration 33Q: 3 clusters Score -2239987 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -2240005.000000 Penalty: 4853.799316
	Iteration 34Q: 3 clusters Score -2240005 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 9864 members 
Entering Unmasked Estep 
Score: -2240023.750000 Penalty: 4853.799316
	Iteration 35Q: 3 clusters Score -2240024 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 9937 members 
Entering Unmasked Estep 
Score: -2240034.500000 Penalty: 4853.799316
	Iteration 36Q: 3 clusters Score -2240034 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 10017 members 
Entering Unmasked Estep 
Score: -2240056.000000 Penalty: 4853.799316
	Iteration 37Q: 3 clusters Score -2240056 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 10092 members 
Entering Unmasked Estep 
Score: -2240060.500000 Penalty: 4853.799316
	Iteration 38Q: 3 clusters Score -2240060 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 10164 members 
Entering Unmasked Estep 
Score: -2240076.000000 Penalty: 4853.799316
	Iteration 39Q: 3 clusters Score -2240076 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 10224 members 
Entering Unmasked Estep 
Score: -2240082.750000 Penalty: 4853.799316
	Iteration 40F: 3 clusters Score -2240083 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 10290 members 
Entering Unmasked Estep 
Score: -2240092.750000 Penalty: 4853.799316
	Iteration 41Q: 3 clusters Score -2240093 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 10357 members 
Entering Unmasked Estep 
Score: -2240103.000000 Penalty: 4853.799316
	Iteration 42Q: 3 clusters Score -2240103 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 10414 members 
Entering Unmasked Estep 
Score: -2240109.500000 Penalty: 4853.799316
	Iteration 43Q: 3 clusters Score -2240110 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 10483 members 
Entering Unmasked Estep 
Score: -2240131.000000 Penalty: 4853.799316
	Iteration 44Q: 3 clusters Score -2240131 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -2240154.000000 Penalty: 4853.799316
	Iteration 45Q: 3 clusters Score -2240154 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 10662 members 
Entering Unmasked Estep 
Score: -2240176.750000 Penalty: 4853.799316
	Iteration 46Q: 3 clusters Score -2240177 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 10778 members 
Entering Unmasked Estep 
Score: -2240218.000000 Penalty: 4853.799316
	Iteration 47Q: 3 clusters Score -2240218 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 10925 members 
Entering Unmasked Estep 
Score: -2240279.000000 Penalty: 4853.799316
	Iteration 48Q: 3 clusters Score -2240279 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 11094 members 
Entering Unmasked Estep 
Score: -2240346.750000 Penalty: 4853.799316
	Iteration 49Q: 3 clusters Score -2240347 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 11293 members 
Entering Unmasked Estep 
Score: -2240452.000000 Penalty: 4853.799316
	Iteration 50Q: 3 clusters Score -2240452 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 11521 members 
Entering Unmasked Estep 
Score: -2240586.750000 Penalty: 4853.799316
	Iteration 51Q: 3 clusters Score -2240587 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 11769 members 
Entering Unmasked Estep 
Score: -2240775.250000 Penalty: 4853.799316
	Iteration 52Q: 3 clusters Score -2240775 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 12022 members 
Entering Unmasked Estep 
Score: -2241024.500000 Penalty: 4853.799316
	Iteration 53Q: 3 clusters Score -2241024 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 12281 members 
Entering Unmasked Estep 
Score: -2241280.750000 Penalty: 4853.799316
	Iteration 54Q: 3 clusters Score -2241281 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 12480 members 
Entering Unmasked Estep 
Score: -2241462.500000 Penalty: 4853.799316
	Iteration 55Q: 3 clusters Score -2241462 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 12636 members 
Entering Unmasked Estep 
Score: -2241597.500000 Penalty: 4853.799316
	Iteration 56Q: 3 clusters Score -2241598 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 12755 members 
Entering Unmasked Estep 
Score: -2241664.500000 Penalty: 4853.799316
	Iteration 57Q: 3 clusters Score -2241664 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 12834 members 
Entering Unmasked Estep 
Score: -2241705.750000 Penalty: 4853.799316
	Iteration 58Q: 3 clusters Score -2241706 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 12900 members 
Entering Unmasked Estep 
Score: -2241749.250000 Penalty: 4853.799316
	Iteration 59Q: 3 clusters Score -2241749 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 12942 members 
Entering Unmasked Estep 
Score: -2241763.750000 Penalty: 4853.799316
	Iteration 60F: 3 clusters Score -2241764 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 12965 members 
Entering Unmasked Estep 
Score: -2241773.000000 Penalty: 4853.799316
	Iteration 61Q: 3 clusters Score -2241773 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 12981 members 
Entering Unmasked Estep 
Score: -2241779.000000 Penalty: 4853.799316
	Iteration 62Q: 3 clusters Score -2241779 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 12998 members 
Entering Unmasked Estep 
Score: -2241788.250000 Penalty: 4853.799316
	Iteration 63Q: 3 clusters Score -2241788 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 13013 members 
Entering Unmasked Estep 
Score: -2241790.750000 Penalty: 4853.799316
	Iteration 64Q: 3 clusters Score -2241791 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 13021 members 
Entering Unmasked Estep 
Score: -2241789.000000 Penalty: 4853.799316
	Iteration 65Q: 3 clusters Score -2241789 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 13029 members 
Entering Unmasked Estep 
Score: -2241796.250000 Penalty: 4853.799316
	Iteration 66Q: 3 clusters Score -2241796 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 13032 members 
Entering Unmasked Estep 
Score: -2241795.500000 Penalty: 4853.799316
	Iteration 67Q: 3 clusters Score -2241796 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 13030 members 
Entering Unmasked Estep 
Score: -2241790.500000 Penalty: 4853.799316
	Iteration 68Q: 3 clusters Score -2241790 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 13030 members 
Entering Unmasked Estep 
Score: -2241794.250000 Penalty: 4853.799316
	Iteration 69Q: 3 clusters Score -2241794 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 13030 members 
Entering Unmasked Estep 
Score: -2241793.250000 Penalty: 4853.799316
	Iteration 70Q: 3 clusters Score -2241793 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 13033 members 
Entering Unmasked Estep 
Score: -2241795.750000 Penalty: 4853.799316
	Iteration 71Q: 3 clusters Score -2241796 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 13036 members 
Entering Unmasked Estep 
Score: -2241795.250000 Penalty: 4853.799316
	Iteration 72Q: 3 clusters Score -2241795 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 13037 members 
Entering Unmasked Estep 
Score: -2241798.750000 Penalty: 4853.799316
	Iteration 73Q: 3 clusters Score -2241799 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 13036 members 
Entering Unmasked Estep 
Score: -2241800.250000 Penalty: 4853.799316
	Iteration 74Q: 3 clusters Score -2241800 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 13036 members 
Entering Unmasked Estep 
Score: -2241800.250000 Penalty: 4853.799316
	Iteration 75F: 3 clusters Score -2241800 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 15541 members 
Mstep: Class 3 contains 28107 members 
Mstep: Class 4 contains 38525 members 
Mstep: Class 5 contains 23510 members 
Mstep: Class 6 contains 10289 members 
Mstep: Class 7 contains 3093 members 
Mstep: Class 8 contains 40666 members 
Mstep: Class 9 contains 30550 members 
Mstep: Class 10 contains 13049 members 
Mstep: Class 11 contains 4439 members 
Mstep: Class 12 contains 234172 members 
Mstep: Class 13 contains 16800 members 
Mstep: Class 14 contains 5725 members 
Mstep: Class 15 contains 12218 members 
Mstep: Class 16 contains 5886 members 
Mstep: Class 17 contains 11466 members 
Mstep: Class 18 contains 6319 members 
Mstep: Class 19 contains 176952 members 
Mstep: Class 20 contains 52713 members 
Mstep: Class 21 contains 15864 members 
Mstep: Class 22 contains 560 members 
Mstep: Class 23 contains 11330 members 
Mstep: Class 24 contains 4167 members 
Mstep: Class 25 contains 4262 members 
Mstep: Class 26 contains 49267 members 
Mstep: Class 27 contains 9372 members 
Mstep: Class 28 contains 8071 members 
Mstep: Class 29 contains 4745 members 
Mstep: Class 30 contains 8547 members 
Mstep: Class 31 contains 3102 members 
Mstep: Class 32 contains 4441 members 
Mstep: Class 33 contains 1219 members 
Mstep: Class 34 contains 8608 members 
Mstep: Class 35 contains 212359 members 
Mstep: Class 36 contains 2638 members 
Mstep: Class 37 contains 39789 members 
Mstep: Class 38 contains 3363 members 
Mstep: Class 39 contains 1166 members 
Mstep: Class 40 contains 11063 members 
Mstep: Class 41 contains 27610 members 
Mstep: Class 42 contains 5845 members 
Mstep: Class 43 contains 13036 members 
Entering Unmasked Estep 
Score: -147395168.000000 Penalty: 149167.937500
Splitting cluster 29 changes total score from -147332192.000000 to -147395168.000000
So it's getting split into cluster 43.
Entering ConstructFrom: 
Trying to split cluster 30 (8547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Entering Unmasked Estep 
Score: -1073329.250000 Penalty: 2245.227051
	Iteration 0F: 2 clusters Score -1073329 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -1066528.750000 Penalty: 4490.454102
	Iteration 0F: 3 clusters Score -1066529 nChanged 3549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -1068703.250000 Penalty: 4490.454102
	Iteration 1F: 3 clusters Score -1068703 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -1069121.250000 Penalty: 4490.454102
	Iteration 2F: 3 clusters Score -1069121 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -1069452.250000 Penalty: 4490.454102
	Iteration 3F: 3 clusters Score -1069452 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -1069712.750000 Penalty: 4490.454102
	Iteration 4F: 3 clusters Score -1069713 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -1069919.875000 Penalty: 4490.454102
	Iteration 5Q: 3 clusters Score -1069920 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -1070086.625000 Penalty: 4490.454102
	Iteration 6Q: 3 clusters Score -1070087 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -1070241.875000 Penalty: 4490.454102
	Iteration 7Q: 3 clusters Score -1070242 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -1070372.000000 Penalty: 4490.454102
	Iteration 8Q: 3 clusters Score -1070372 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -1070504.750000 Penalty: 4490.454102
	Iteration 9Q: 3 clusters Score -1070505 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -1070660.375000 Penalty: 4490.454102
	Iteration 10Q: 3 clusters Score -1070660 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -1070787.375000 Penalty: 4490.454102
	Iteration 11Q: 3 clusters Score -1070787 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -1070899.750000 Penalty: 4490.454102
	Iteration 12Q: 3 clusters Score -1070900 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -1070994.500000 Penalty: 4490.454102
	Iteration 13Q: 3 clusters Score -1070994 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -1071082.250000 Penalty: 4490.454102
	Iteration 14Q: 3 clusters Score -1071082 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -1071160.500000 Penalty: 4490.454102
	Iteration 15Q: 3 clusters Score -1071160 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -1071221.500000 Penalty: 4490.454102
	Iteration 16Q: 3 clusters Score -1071222 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -1071272.000000 Penalty: 4490.454102
	Iteration 17Q: 3 clusters Score -1071272 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -1071310.750000 Penalty: 4490.454102
	Iteration 18Q: 3 clusters Score -1071311 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -1071344.625000 Penalty: 4490.454102
	Iteration 19Q: 3 clusters Score -1071345 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -1071370.750000 Penalty: 4490.454102
	Iteration 20F: 3 clusters Score -1071371 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -1071397.000000 Penalty: 4490.454102
	Iteration 21Q: 3 clusters Score -1071397 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -1071417.000000 Penalty: 4490.454102
	Iteration 22Q: 3 clusters Score -1071417 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -1071430.875000 Penalty: 4490.454102
	Iteration 23Q: 3 clusters Score -1071431 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -1071448.000000 Penalty: 4490.454102
	Iteration 24Q: 3 clusters Score -1071448 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -1071458.625000 Penalty: 4490.454102
	Iteration 25Q: 3 clusters Score -1071459 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -1071471.375000 Penalty: 4490.454102
	Iteration 26Q: 3 clusters Score -1071471 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -1071483.000000 Penalty: 4490.454102
	Iteration 27Q: 3 clusters Score -1071483 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -1071494.500000 Penalty: 4490.454102
	Iteration 28Q: 3 clusters Score -1071494 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -1071499.250000 Penalty: 4490.454102
	Iteration 29Q: 3 clusters Score -1071499 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -1071513.250000 Penalty: 4490.454102
	Iteration 30Q: 3 clusters Score -1071513 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -1071520.500000 Penalty: 4490.454102
	Iteration 31Q: 3 clusters Score -1071520 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -1071533.250000 Penalty: 4490.454102
	Iteration 32Q: 3 clusters Score -1071533 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -1071546.375000 Penalty: 4490.454102
	Iteration 33Q: 3 clusters Score -1071546 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -1071563.375000 Penalty: 4490.454102
	Iteration 34Q: 3 clusters Score -1071563 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -1071581.250000 Penalty: 4490.454102
	Iteration 35Q: 3 clusters Score -1071581 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -1071602.875000 Penalty: 4490.454102
	Iteration 36Q: 3 clusters Score -1071603 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -1071620.375000 Penalty: 4490.454102
	Iteration 37Q: 3 clusters Score -1071620 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -1071637.125000 Penalty: 4490.454102
	Iteration 38Q: 3 clusters Score -1071637 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -1071664.500000 Penalty: 4490.454102
	Iteration 39Q: 3 clusters Score -1071664 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -1071691.500000 Penalty: 4490.454102
	Iteration 40F: 3 clusters Score -1071692 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -1071716.750000 Penalty: 4490.454102
	Iteration 41Q: 3 clusters Score -1071717 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -1071749.000000 Penalty: 4490.454102
	Iteration 42Q: 3 clusters Score -1071749 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -1071779.500000 Penalty: 4490.454102
	Iteration 43Q: 3 clusters Score -1071780 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -1071815.875000 Penalty: 4490.454102
	Iteration 44Q: 3 clusters Score -1071816 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -1071850.875000 Penalty: 4490.454102
	Iteration 45Q: 3 clusters Score -1071851 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -1071881.125000 Penalty: 4490.454102
	Iteration 46Q: 3 clusters Score -1071881 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -1071909.625000 Penalty: 4490.454102
	Iteration 47Q: 3 clusters Score -1071910 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -1071935.000000 Penalty: 4490.454102
	Iteration 48Q: 3 clusters Score -1071935 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -1071953.500000 Penalty: 4490.454102
	Iteration 49Q: 3 clusters Score -1071954 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -1071967.625000 Penalty: 4490.454102
	Iteration 50Q: 3 clusters Score -1071968 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -1071980.875000 Penalty: 4490.454102
	Iteration 51Q: 3 clusters Score -1071981 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -1071988.000000 Penalty: 4490.454102
	Iteration 52Q: 3 clusters Score -1071988 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -1071994.750000 Penalty: 4490.454102
	Iteration 53Q: 3 clusters Score -1071995 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -1072003.000000 Penalty: 4490.454102
	Iteration 54Q: 3 clusters Score -1072003 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -1072005.250000 Penalty: 4490.454102
	Iteration 55Q: 3 clusters Score -1072005 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -1072012.375000 Penalty: 4490.454102
	Iteration 56Q: 3 clusters Score -1072012 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -1072017.125000 Penalty: 4490.454102
	Iteration 57Q: 3 clusters Score -1072017 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -1072020.625000 Penalty: 4490.454102
	Iteration 58Q: 3 clusters Score -1072021 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -1072022.625000 Penalty: 4490.454102
	Iteration 59Q: 3 clusters Score -1072023 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -1072023.875000 Penalty: 4490.454102
	Iteration 60F: 3 clusters Score -1072024 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -1072026.500000 Penalty: 4490.454102
	Iteration 61Q: 3 clusters Score -1072026 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -1072029.875000 Penalty: 4490.454102
	Iteration 62Q: 3 clusters Score -1072030 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -1072031.875000 Penalty: 4490.454102
	Iteration 63Q: 3 clusters Score -1072032 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -1072033.125000 Penalty: 4490.454102
	Iteration 64Q: 3 clusters Score -1072033 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -1072033.750000 Penalty: 4490.454102
	Iteration 65Q: 3 clusters Score -1072034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -1072035.125000 Penalty: 4490.454102
	Iteration 66Q: 3 clusters Score -1072035 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -1072035.750000 Penalty: 4490.454102
	Iteration 67Q: 3 clusters Score -1072036 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -1072036.250000 Penalty: 4490.454102
	Iteration 68Q: 3 clusters Score -1072036 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -1072035.875000 Penalty: 4490.454102
	Iteration 69Q: 3 clusters Score -1072036 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -1072036.625000 Penalty: 4490.454102
	Iteration 70Q: 3 clusters Score -1072037 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -1072036.625000 Penalty: 4490.454102
	Iteration 71F: 3 clusters Score -1072037 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (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: -367511.125000 Penalty: 1993.871094
	Iteration 0F: 2 clusters Score -367511.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -365093.281250 Penalty: 3987.742188
	Iteration 0F: 3 clusters Score -365093.3 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -373354.531250 Penalty: 3987.742188
	Iteration 1F: 3 clusters Score -373354.5 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -377289.531250 Penalty: 3987.742188
	Iteration 2F: 3 clusters Score -377289.5 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -378658.093750 Penalty: 3987.742188
	Iteration 3F: 3 clusters Score -378658.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -379038.093750 Penalty: 3987.742188
	Iteration 4Q: 3 clusters Score -379038.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -379199.968750 Penalty: 3987.742188
	Iteration 5Q: 3 clusters Score -379200 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -379330.187500 Penalty: 3987.742188
	Iteration 6Q: 3 clusters Score -379330.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -379399.437500 Penalty: 3987.742188
	Iteration 7Q: 3 clusters Score -379399.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -379449.937500 Penalty: 3987.742188
	Iteration 8Q: 3 clusters Score -379449.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -379463.875000 Penalty: 3987.742188
	Iteration 9Q: 3 clusters Score -379463.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -379484.968750 Penalty: 3987.742188
	Iteration 10Q: 3 clusters Score -379485 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -379498.812500 Penalty: 3987.742188
	Iteration 11Q: 3 clusters Score -379498.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -379500.437500 Penalty: 3987.742188
	Iteration 12Q: 3 clusters Score -379500.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -379509.718750 Penalty: 3987.742188
	Iteration 13Q: 3 clusters Score -379509.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -379516.375000 Penalty: 3987.742188
	Iteration 14Q: 3 clusters Score -379516.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -379517.781250 Penalty: 3987.742188
	Iteration 15F: 3 clusters Score -379517.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -379535.125000 Penalty: 3987.742188
	Iteration 16Q: 3 clusters Score -379535.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -379535.093750 Penalty: 3987.742188
	Iteration 17Q: 3 clusters Score -379535.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -379549.031250 Penalty: 3987.742188
	Iteration 18Q: 3 clusters Score -379549 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -379548.937500 Penalty: 3987.742188
	Iteration 19Q: 3 clusters Score -379548.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -379555.687500 Penalty: 3987.742188
	Iteration 20F: 3 clusters Score -379555.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -379556.875000 Penalty: 3987.742188
	Iteration 21Q: 3 clusters Score -379556.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -379555.562500 Penalty: 3987.742188
	Iteration 22Q: 3 clusters Score -379555.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -379555.562500 Penalty: 3987.742188
	Iteration 23F: 3 clusters Score -379555.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 15541 members 
Mstep: Class 3 contains 28107 members 
Mstep: Class 4 contains 38525 members 
Mstep: Class 5 contains 23510 members 
Mstep: Class 6 contains 10289 members 
Mstep: Class 7 contains 3093 members 
Mstep: Class 8 contains 40666 members 
Mstep: Class 9 contains 30550 members 
Mstep: Class 10 contains 13049 members 
Mstep: Class 11 contains 4439 members 
Mstep: Class 12 contains 234172 members 
Mstep: Class 13 contains 16800 members 
Mstep: Class 14 contains 5725 members 
Mstep: Class 15 contains 12218 members 
Mstep: Class 16 contains 5886 members 
Mstep: Class 17 contains 11466 members 
Mstep: Class 18 contains 6319 members 
Mstep: Class 19 contains 176952 members 
Mstep: Class 20 contains 52713 members 
Mstep: Class 21 contains 15864 members 
Mstep: Class 22 contains 560 members 
Mstep: Class 23 contains 11330 members 
Mstep: Class 24 contains 4167 members 
Mstep: Class 25 contains 4262 members 
Mstep: Class 26 contains 49267 members 
Mstep: Class 27 contains 9372 members 
Mstep: Class 28 contains 8071 members 
Mstep: Class 29 contains 4745 members 
Mstep: Class 30 contains 8547 members 
Mstep: Class 31 contains 1556 members 
Mstep: Class 32 contains 4441 members 
Mstep: Class 33 contains 1219 members 
Mstep: Class 34 contains 8608 members 
Mstep: Class 35 contains 212359 members 
Mstep: Class 36 contains 2638 members 
Mstep: Class 37 contains 39789 members 
Mstep: Class 38 contains 3363 members 
Mstep: Class 39 contains 1166 members 
Mstep: Class 40 contains 11063 members 
Mstep: Class 41 contains 27610 members 
Mstep: Class 42 contains 5845 members 
Mstep: Class 43 contains 13036 members 
Mstep: Class 44 contains 1546 members 
Entering Unmasked Estep 
Score: -147405856.000000 Penalty: 152636.968750
Splitting cluster 31 changes total score from -147332192.000000 to -147405856.000000
So it's getting split into cluster 44.
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 15541 members 
Mstep: Class 3 contains 28107 members 
Mstep: Class 4 contains 38525 members 
Mstep: Class 5 contains 23510 members 
Mstep: Class 6 contains 10289 members 
Mstep: Class 7 contains 3093 members 
Mstep: Class 8 contains 40666 members 
Mstep: Class 9 contains 30550 members 
Mstep: Class 10 contains 13049 members 
Mstep: Class 11 contains 4439 members 
Mstep: Class 12 contains 234172 members 
Mstep: Class 13 contains 16800 members 
Mstep: Class 14 contains 5725 members 
Mstep: Class 15 contains 12218 members 
Mstep: Class 16 contains 5886 members 
Mstep: Class 17 contains 11466 members 
Mstep: Class 18 contains 6319 members 
Mstep: Class 19 contains 176952 members 
Mstep: Class 20 contains 52713 members 
Mstep: Class 21 contains 15864 members 
Mstep: Class 22 contains 560 members 
Mstep: Class 23 contains 11330 members 
Mstep: Class 24 contains 4167 members 
Mstep: Class 25 contains 4262 members 
Mstep: Class 26 contains 49267 members 
Mstep: Class 27 contains 9372 members 
Mstep: Class 28 contains 8071 members 
Mstep: Class 29 contains 4745 members 
Mstep: Class 30 contains 8547 members 
Mstep: Class 31 contains 1556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147419168.000000 Penalty: 152636.968750
Iteration 79Q: 45 clusters Score -1.474192e+08 nChanged 21339
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 15537 members 
Mstep: Class 3 contains 28151 members 
Mstep: Class 4 contains 39028 members 
Mstep: Class 5 contains 23604 members 
Mstep: Class 6 contains 10316 members 
Mstep: Class 7 contains 3097 members 
Mstep: Class 8 contains 41279 members 
Mstep: Class 9 contains 30704 members 
Mstep: Class 10 contains 13052 members 
Mstep: Class 11 contains 4475 members 
Mstep: Class 12 contains 233230 members 
Mstep: Class 13 contains 16559 members 
Mstep: Class 14 contains 6092 members 
Mstep: Class 15 contains 13284 members 
Mstep: Class 16 contains 6278 members 
Mstep: Class 17 contains 11642 members 
Mstep: Class 18 contains 6683 members 
Mstep: Class 19 contains 177709 members 
Mstep: Class 20 contains 51896 members 
Mstep: Class 21 contains 15921 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 11225 members 
Mstep: Class 24 contains 4167 members 
Mstep: Class 25 contains 4685 members 
Mstep: Class 26 contains 52260 members 
Mstep: Class 27 contains 9427 members 
Mstep: Class 28 contains 8390 members 
Mstep: Class 29 contains 4871 members 
Mstep: Class 30 contains 8563 members 
Mstep: Class 31 contains 1609 members 
Mstep: Class 32 contains 4427 members 
Mstep: Class 33 contains 1169 members 
Mstep: Class 34 contains 8457 members 
Mstep: Class 35 contains 209798 members 
Mstep: Class 36 contains 2394 members 
Mstep: Class 37 contains 38310 members 
Mstep: Class 38 contains 3209 members 
Mstep: Class 39 contains 1162 members 
Mstep: Class 40 contains 10823 members 
Mstep: Class 41 contains 27109 members 
Mstep: Class 42 contains 5445 members 
Mstep: Class 43 contains 12430 members 
Mstep: Class 44 contains 1451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147430016.000000 Penalty: 152636.968750
Iteration 80F: 45 clusters Score -1.4743e+08 nChanged 15849
Entering Unmasked Mstep 
Mstep: Class 0 contains 112 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 15537 members 
Mstep: Class 3 contains 28072 members 
Mstep: Class 4 contains 38939 members 
Mstep: Class 5 contains 23462 members 
Mstep: Class 6 contains 10262 members 
Mstep: Class 7 contains 3077 members 
Mstep: Class 8 contains 41060 members 
Mstep: Class 9 contains 30738 members 
Mstep: Class 10 contains 13058 members 
Mstep: Class 11 contains 4448 members 
Mstep: Class 12 contains 231929 members 
Mstep: Class 13 contains 16150 members 
Mstep: Class 14 contains 6103 members 
Mstep: Class 15 contains 13991 members 
Mstep: Class 16 contains 6450 members 
Mstep: Class 17 contains 11632 members 
Mstep: Class 18 contains 6931 members 
Mstep: Class 19 contains 177392 members 
Mstep: Class 20 contains 50875 members 
Mstep: Class 21 contains 15713 members 
Mstep: Class 22 contains 629 members 
Mstep: Class 23 contains 11126 members 
Mstep: Class 24 contains 4163 members 
Mstep: Class 25 contains 4857 members 
Mstep: Class 26 contains 53867 members 
Mstep: Class 27 contains 9454 members 
Mstep: Class 28 contains 8473 members 
Mstep: Class 29 contains 4893 members 
Mstep: Class 30 contains 8559 members 
Mstep: Class 31 contains 1617 members 
Mstep: Class 32 contains 4429 members 
Mstep: Class 33 contains 1229 members 
Mstep: Class 34 contains 8291 members 
Mstep: Class 35 contains 209654 members 
Mstep: Class 36 contains 2472 members 
Mstep: Class 37 contains 38510 members 
Mstep: Class 38 contains 3176 members 
Mstep: Class 39 contains 1183 members 
Mstep: Class 40 contains 11488 members 
Mstep: Class 41 contains 27205 members 
Mstep: Class 42 contains 5597 members 
Mstep: Class 43 contains 12610 members 
Mstep: Class 44 contains 1482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147435040.000000 Penalty: 152636.968750
Iteration 81Q: 45 clusters Score -1.47435e+08 nChanged 9460
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 15531 members 
Mstep: Class 3 contains 28012 members 
Mstep: Class 4 contains 38894 members 
Mstep: Class 5 contains 23339 members 
Mstep: Class 6 contains 10246 members 
Mstep: Class 7 contains 3064 members 
Mstep: Class 8 contains 41033 members 
Mstep: Class 9 contains 30748 members 
Mstep: Class 10 contains 13062 members 
Mstep: Class 11 contains 4445 members 
Mstep: Class 12 contains 230893 members 
Mstep: Class 13 contains 15829 members 
Mstep: Class 14 contains 6166 members 
Mstep: Class 15 contains 14666 members 
Mstep: Class 16 contains 6594 members 
Mstep: Class 17 contains 11701 members 
Mstep: Class 18 contains 7248 members 
Mstep: Class 19 contains 177213 members 
Mstep: Class 20 contains 50061 members 
Mstep: Class 21 contains 15603 members 
Mstep: Class 22 contains 635 members 
Mstep: Class 23 contains 11075 members 
Mstep: Class 24 contains 4161 members 
Mstep: Class 25 contains 4992 members 
Mstep: Class 26 contains 54973 members 
Mstep: Class 27 contains 9480 members 
Mstep: Class 28 contains 8562 members 
Mstep: Class 29 contains 4934 members 
Mstep: Class 30 contains 8565 members 
Mstep: Class 31 contains 1628 members 
Mstep: Class 32 contains 4422 members 
Mstep: Class 33 contains 1271 members 
Mstep: Class 34 contains 8236 members 
Mstep: Class 35 contains 209356 members 
Mstep: Class 36 contains 2516 members 
Mstep: Class 37 contains 38483 members 
Mstep: Class 38 contains 3135 members 
Mstep: Class 39 contains 1188 members 
Mstep: Class 40 contains 11914 members 
Mstep: Class 41 contains 27313 members 
Mstep: Class 42 contains 5618 members 
Mstep: Class 43 contains 12669 members 
Mstep: Class 44 contains 1490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147438832.000000 Penalty: 152636.968750
Iteration 82Q: 45 clusters Score -1.474388e+08 nChanged 7385
Entering Unmasked Mstep 
Mstep: Class 0 contains 105 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 15525 members 
Mstep: Class 3 contains 27951 members 
Mstep: Class 4 contains 38879 members 
Mstep: Class 5 contains 23227 members 
Mstep: Class 6 contains 10251 members 
Mstep: Class 7 contains 3032 members 
Mstep: Class 8 contains 41030 members 
Mstep: Class 9 contains 30763 members 
Mstep: Class 10 contains 13063 members 
Mstep: Class 11 contains 4445 members 
Mstep: Class 12 contains 230013 members 
Mstep: Class 13 contains 15572 members 
Mstep: Class 14 contains 6230 members 
Mstep: Class 15 contains 15322 members 
Mstep: Class 16 contains 6733 members 
Mstep: Class 17 contains 11755 members 
Mstep: Class 18 contains 7644 members 
Mstep: Class 19 contains 177066 members 
Mstep: Class 20 contains 49326 members 
Mstep: Class 21 contains 15507 members 
Mstep: Class 22 contains 634 members 
Mstep: Class 23 contains 11035 members 
Mstep: Class 24 contains 4161 members 
Mstep: Class 25 contains 5087 members 
Mstep: Class 26 contains 55697 members 
Mstep: Class 27 contains 9494 members 
Mstep: Class 28 contains 8648 members 
Mstep: Class 29 contains 4956 members 
Mstep: Class 30 contains 8575 members 
Mstep: Class 31 contains 1635 members 
Mstep: Class 32 contains 4408 members 
Mstep: Class 33 contains 1313 members 
Mstep: Class 34 contains 8206 members 
Mstep: Class 35 contains 209084 members 
Mstep: Class 36 contains 2537 members 
Mstep: Class 37 contains 38442 members 
Mstep: Class 38 contains 3105 members 
Mstep: Class 39 contains 1188 members 
Mstep: Class 40 contains 12254 members 
Mstep: Class 41 contains 27445 members 
Mstep: Class 42 contains 5602 members 
Mstep: Class 43 contains 12737 members 
Mstep: Class 44 contains 1493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147441024.000000 Penalty: 152636.968750
Iteration 83Q: 45 clusters Score -1.47441e+08 nChanged 6261
Entering Unmasked Mstep 
Mstep: Class 0 contains 105 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 15522 members 
Mstep: Class 3 contains 27895 members 
Mstep: Class 4 contains 38882 members 
Mstep: Class 5 contains 23146 members 
Mstep: Class 6 contains 10241 members 
Mstep: Class 7 contains 2999 members 
Mstep: Class 8 contains 41086 members 
Mstep: Class 9 contains 30758 members 
Mstep: Class 10 contains 13055 members 
Mstep: Class 11 contains 4447 members 
Mstep: Class 12 contains 229351 members 
Mstep: Class 13 contains 15352 members 
Mstep: Class 14 contains 6290 members 
Mstep: Class 15 contains 15971 members 
Mstep: Class 16 contains 6866 members 
Mstep: Class 17 contains 11774 members 
Mstep: Class 18 contains 8055 members 
Mstep: Class 19 contains 176964 members 
Mstep: Class 20 contains 48672 members 
Mstep: Class 21 contains 15412 members 
Mstep: Class 22 contains 637 members 
Mstep: Class 23 contains 11011 members 
Mstep: Class 24 contains 4161 members 
Mstep: Class 25 contains 5159 members 
Mstep: Class 26 contains 56167 members 
Mstep: Class 27 contains 9496 members 
Mstep: Class 28 contains 8711 members 
Mstep: Class 29 contains 4994 members 
Mstep: Class 30 contains 8582 members 
Mstep: Class 31 contains 1641 members 
Mstep: Class 32 contains 4403 members 
Mstep: Class 33 contains 1350 members 
Mstep: Class 34 contains 8212 members 
Mstep: Class 35 contains 208761 members 
Mstep: Class 36 contains 2556 members 
Mstep: Class 37 contains 38403 members 
Mstep: Class 38 contains 3081 members 
Mstep: Class 39 contains 1190 members 
Mstep: Class 40 contains 12556 members 
Mstep: Class 41 contains 27523 members 
Mstep: Class 42 contains 5562 members 
Mstep: Class 43 contains 12775 members 
Mstep: Class 44 contains 1499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147442544.000000 Penalty: 152636.968750
Iteration 84Q: 45 clusters Score -1.474425e+08 nChanged 5519
Entering Unmasked Mstep 
Mstep: Class 0 contains 105 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 15523 members 
Mstep: Class 3 contains 27851 members 
Mstep: Class 4 contains 38875 members 
Mstep: Class 5 contains 23051 members 
Mstep: Class 6 contains 10226 members 
Mstep: Class 7 contains 2965 members 
Mstep: Class 8 contains 41156 members 
Mstep: Class 9 contains 30742 members 
Mstep: Class 10 contains 13048 members 
Mstep: Class 11 contains 4448 members 
Mstep: Class 12 contains 228793 members 
Mstep: Class 13 contains 15189 members 
Mstep: Class 14 contains 6334 members 
Mstep: Class 15 contains 16608 members 
Mstep: Class 16 contains 6977 members 
Mstep: Class 17 contains 11817 members 
Mstep: Class 18 contains 8468 members 
Mstep: Class 19 contains 176891 members 
Mstep: Class 20 contains 48065 members 
Mstep: Class 21 contains 15358 members 
Mstep: Class 22 contains 636 members 
Mstep: Class 23 contains 10998 members 
Mstep: Class 24 contains 4161 members 
Mstep: Class 25 contains 5231 members 
Mstep: Class 26 contains 56567 members 
Mstep: Class 27 contains 9502 members 
Mstep: Class 28 contains 8762 members 
Mstep: Class 29 contains 5020 members 
Mstep: Class 30 contains 8592 members 
Mstep: Class 31 contains 1647 members 
Mstep: Class 32 contains 4403 members 
Mstep: Class 33 contains 1386 members 
Mstep: Class 34 contains 8220 members 
Mstep: Class 35 contains 208380 members 
Mstep: Class 36 contains 2568 members 
Mstep: Class 37 contains 38348 members 
Mstep: Class 38 contains 3066 members 
Mstep: Class 39 contains 1190 members 
Mstep: Class 40 contains 12768 members 
Mstep: Class 41 contains 27586 members 
Mstep: Class 42 contains 5527 members 
Mstep: Class 43 contains 12798 members 
Mstep: Class 44 contains 1509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147443584.000000 Penalty: 152636.968750
Iteration 85Q: 45 clusters Score -1.474436e+08 nChanged 4979
Entering Unmasked Mstep 
Mstep: Class 0 contains 105 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 15523 members 
Mstep: Class 3 contains 27791 members 
Mstep: Class 4 contains 38866 members 
Mstep: Class 5 contains 22976 members 
Mstep: Class 6 contains 10215 members 
Mstep: Class 7 contains 2922 members 
Mstep: Class 8 contains 41247 members 
Mstep: Class 9 contains 30749 members 
Mstep: Class 10 contains 13046 members 
Mstep: Class 11 contains 4448 members 
Mstep: Class 12 contains 228322 members 
Mstep: Class 13 contains 15035 members 
Mstep: Class 14 contains 6344 members 
Mstep: Class 15 contains 17213 members 
Mstep: Class 16 contains 7080 members 
Mstep: Class 17 contains 11848 members 
Mstep: Class 18 contains 8827 members 
Mstep: Class 19 contains 176813 members 
Mstep: Class 20 contains 47557 members 
Mstep: Class 21 contains 15293 members 
Mstep: Class 22 contains 636 members 
Mstep: Class 23 contains 10974 members 
Mstep: Class 24 contains 4160 members 
Mstep: Class 25 contains 5286 members 
Mstep: Class 26 contains 56939 members 
Mstep: Class 27 contains 9513 members 
Mstep: Class 28 contains 8793 members 
Mstep: Class 29 contains 5036 members 
Mstep: Class 30 contains 8605 members 
Mstep: Class 31 contains 1646 members 
Mstep: Class 32 contains 4406 members 
Mstep: Class 33 contains 1432 members 
Mstep: Class 34 contains 8257 members 
Mstep: Class 35 contains 207956 members 
Mstep: Class 36 contains 2579 members 
Mstep: Class 37 contains 38318 members 
Mstep: Class 38 contains 3060 members 
Mstep: Class 39 contains 1191 members 
Mstep: Class 40 contains 12953 members 
Mstep: Class 41 contains 27654 members 
Mstep: Class 42 contains 5490 members 
Mstep: Class 43 contains 12801 members 
Mstep: Class 44 contains 1519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147444736.000000 Penalty: 152636.968750
Iteration 86Q: 45 clusters Score -1.474447e+08 nChanged 4392
Entering Unmasked Mstep 
Mstep: Class 0 contains 105 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 15522 members 
Mstep: Class 3 contains 27757 members 
Mstep: Class 4 contains 38855 members 
Mstep: Class 5 contains 22913 members 
Mstep: Class 6 contains 10206 members 
Mstep: Class 7 contains 2878 members 
Mstep: Class 8 contains 41376 members 
Mstep: Class 9 contains 30773 members 
Mstep: Class 10 contains 13042 members 
Mstep: Class 11 contains 4448 members 
Mstep: Class 12 contains 227901 members 
Mstep: Class 13 contains 14884 members 
Mstep: Class 14 contains 6341 members 
Mstep: Class 15 contains 17815 members 
Mstep: Class 16 contains 7169 members 
Mstep: Class 17 contains 11878 members 
Mstep: Class 18 contains 9122 members 
Mstep: Class 19 contains 176755 members 
Mstep: Class 20 contains 47072 members 
Mstep: Class 21 contains 15214 members 
Mstep: Class 22 contains 637 members 
Mstep: Class 23 contains 10968 members 
Mstep: Class 24 contains 4160 members 
Mstep: Class 25 contains 5323 members 
Mstep: Class 26 contains 57303 members 
Mstep: Class 27 contains 9513 members 
Mstep: Class 28 contains 8821 members 
Mstep: Class 29 contains 5041 members 
Mstep: Class 30 contains 8621 members 
Mstep: Class 31 contains 1647 members 
Mstep: Class 32 contains 4406 members 
Mstep: Class 33 contains 1484 members 
Mstep: Class 34 contains 8291 members 
Mstep: Class 35 contains 207543 members 
Mstep: Class 36 contains 2590 members 
Mstep: Class 37 contains 38271 members 
Mstep: Class 38 contains 3056 members 
Mstep: Class 39 contains 1192 members 
Mstep: Class 40 contains 13103 members 
Mstep: Class 41 contains 27715 members 
Mstep: Class 42 contains 5436 members 
Mstep: Class 43 contains 12806 members 
Mstep: Class 44 contains 1526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147446304.000000 Penalty: 152636.968750
Iteration 87Q: 45 clusters Score -1.474463e+08 nChanged 3885
Entering Unmasked Mstep 
Mstep: Class 0 contains 105 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 15522 members 
Mstep: Class 3 contains 27733 members 
Mstep: Class 4 contains 38865 members 
Mstep: Class 5 contains 22863 members 
Mstep: Class 6 contains 10199 members 
Mstep: Class 7 contains 2841 members 
Mstep: Class 8 contains 41519 members 
Mstep: Class 9 contains 30760 members 
Mstep: Class 10 contains 13036 members 
Mstep: Class 11 contains 4443 members 
Mstep: Class 12 contains 227611 members 
Mstep: Class 13 contains 14738 members 
Mstep: Class 14 contains 6333 members 
Mstep: Class 15 contains 18312 members 
Mstep: Class 16 contains 7242 members 
Mstep: Class 17 contains 11929 members 
Mstep: Class 18 contains 9347 members 
Mstep: Class 19 contains 176704 members 
Mstep: Class 20 contains 46604 members 
Mstep: Class 21 contains 15138 members 
Mstep: Class 22 contains 636 members 
Mstep: Class 23 contains 10953 members 
Mstep: Class 24 contains 4160 members 
Mstep: Class 25 contains 5356 members 
Mstep: Class 26 contains 57669 members 
Mstep: Class 27 contains 9521 members 
Mstep: Class 28 contains 8859 members 
Mstep: Class 29 contains 5048 members 
Mstep: Class 30 contains 8630 members 
Mstep: Class 31 contains 1646 members 
Mstep: Class 32 contains 4408 members 
Mstep: Class 33 contains 1539 members 
Mstep: Class 34 contains 8337 members 
Mstep: Class 35 contains 207180 members 
Mstep: Class 36 contains 2595 members 
Mstep: Class 37 contains 38208 members 
Mstep: Class 38 contains 3055 members 
Mstep: Class 39 contains 1192 members 
Mstep: Class 40 contains 13221 members 
Mstep: Class 41 contains 27739 members 
Mstep: Class 42 contains 5399 members 
Mstep: Class 43 contains 12796 members 
Mstep: Class 44 contains 1533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147447456.000000 Penalty: 152636.968750
Iteration 88Q: 45 clusters Score -1.474475e+08 nChanged 3401
Entering Unmasked Mstep 
Mstep: Class 0 contains 105 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 15524 members 
Mstep: Class 3 contains 27719 members 
Mstep: Class 4 contains 38849 members 
Mstep: Class 5 contains 22809 members 
Mstep: Class 6 contains 10197 members 
Mstep: Class 7 contains 2807 members 
Mstep: Class 8 contains 41676 members 
Mstep: Class 9 contains 30743 members 
Mstep: Class 10 contains 13026 members 
Mstep: Class 11 contains 4439 members 
Mstep: Class 12 contains 227399 members 
Mstep: Class 13 contains 14618 members 
Mstep: Class 14 contains 6312 members 
Mstep: Class 15 contains 18783 members 
Mstep: Class 16 contains 7311 members 
Mstep: Class 17 contains 11963 members 
Mstep: Class 18 contains 9542 members 
Mstep: Class 19 contains 176624 members 
Mstep: Class 20 contains 46197 members 
Mstep: Class 21 contains 15073 members 
Mstep: Class 22 contains 636 members 
Mstep: Class 23 contains 10946 members 
Mstep: Class 24 contains 4160 members 
Mstep: Class 25 contains 5387 members 
Mstep: Class 26 contains 57970 members 
Mstep: Class 27 contains 9521 members 
Mstep: Class 28 contains 8885 members 
Mstep: Class 29 contains 5054 members 
Mstep: Class 30 contains 8640 members 
Mstep: Class 31 contains 1648 members 
Mstep: Class 32 contains 4402 members 
Mstep: Class 33 contains 1593 members 
Mstep: Class 34 contains 8384 members 
Mstep: Class 35 contains 206841 members 
Mstep: Class 36 contains 2602 members 
Mstep: Class 37 contains 38156 members 
Mstep: Class 38 contains 3058 members 
Mstep: Class 39 contains 1192 members 
Mstep: Class 40 contains 13313 members 
Mstep: Class 41 contains 27761 members 
Mstep: Class 42 contains 5388 members 
Mstep: Class 43 contains 12786 members 
Mstep: Class 44 contains 1539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147447808.000000 Penalty: 152636.968750
Iteration 89Q: 45 clusters Score -1.474478e+08 nChanged 3086
Entering Unmasked Mstep 
Mstep: Class 0 contains 105 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 15519 members 
Mstep: Class 3 contains 27698 members 
Mstep: Class 4 contains 38834 members 
Mstep: Class 5 contains 22748 members 
Mstep: Class 6 contains 10175 members 
Mstep: Class 7 contains 2775 members 
Mstep: Class 8 contains 41844 members 
Mstep: Class 9 contains 30744 members 
Mstep: Class 10 contains 13029 members 
Mstep: Class 11 contains 4436 members 
Mstep: Class 12 contains 227235 members 
Mstep: Class 13 contains 14482 members 
Mstep: Class 14 contains 6309 members 
Mstep: Class 15 contains 19292 members 
Mstep: Class 16 contains 7382 members 
Mstep: Class 17 contains 11992 members 
Mstep: Class 18 contains 9697 members 
Mstep: Class 19 contains 176534 members 
Mstep: Class 20 contains 45813 members 
Mstep: Class 21 contains 14996 members 
Mstep: Class 22 contains 637 members 
Mstep: Class 23 contains 10942 members 
Mstep: Class 24 contains 4160 members 
Mstep: Class 25 contains 5418 members 
Mstep: Class 26 contains 58247 members 
Mstep: Class 27 contains 9525 members 
Mstep: Class 28 contains 8929 members 
Mstep: Class 29 contains 5060 members 
Mstep: Class 30 contains 8646 members 
Mstep: Class 31 contains 1649 members 
Mstep: Class 32 contains 4409 members 
Mstep: Class 33 contains 1648 members 
Mstep: Class 34 contains 8440 members 
Mstep: Class 35 contains 206473 members 
Mstep: Class 36 contains 2602 members 
Mstep: Class 37 contains 38118 members 
Mstep: Class 38 contains 3064 members 
Mstep: Class 39 contains 1192 members 
Mstep: Class 40 contains 13378 members 
Mstep: Class 41 contains 27769 members 
Mstep: Class 42 contains 5362 members 
Mstep: Class 43 contains 12776 members 
Mstep: Class 44 contains 1552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147448208.000000 Penalty: 152636.968750
Iteration 90Q: 45 clusters Score -1.474482e+08 nChanged 2788
Entering Unmasked Mstep 
Mstep: Class 0 contains 105 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 15516 members 
Mstep: Class 3 contains 27676 members 
Mstep: Class 4 contains 38819 members 
Mstep: Class 5 contains 22695 members 
Mstep: Class 6 contains 10169 members 
Mstep: Class 7 contains 2747 members 
Mstep: Class 8 contains 42005 members 
Mstep: Class 9 contains 30745 members 
Mstep: Class 10 contains 13027 members 
Mstep: Class 11 contains 4433 members 
Mstep: Class 12 contains 227080 members 
Mstep: Class 13 contains 14361 members 
Mstep: Class 14 contains 6303 members 
Mstep: Class 15 contains 19754 members 
Mstep: Class 16 contains 7431 members 
Mstep: Class 17 contains 12014 members 
Mstep: Class 18 contains 9820 members 
Mstep: Class 19 contains 176450 members 
Mstep: Class 20 contains 45502 members 
Mstep: Class 21 contains 14951 members 
Mstep: Class 22 contains 636 members 
Mstep: Class 23 contains 10935 members 
Mstep: Class 24 contains 4160 members 
Mstep: Class 25 contains 5442 members 
Mstep: Class 26 contains 58501 members 
Mstep: Class 27 contains 9519 members 
Mstep: Class 28 contains 8966 members 
Mstep: Class 29 contains 5067 members 
Mstep: Class 30 contains 8646 members 
Mstep: Class 31 contains 1646 members 
Mstep: Class 32 contains 4412 members 
Mstep: Class 33 contains 1702 members 
Mstep: Class 34 contains 8515 members 
Mstep: Class 35 contains 206115 members 
Mstep: Class 36 contains 2604 members 
Mstep: Class 37 contains 38079 members 
Mstep: Class 38 contains 3065 members 
Mstep: Class 39 contains 1192 members 
Mstep: Class 40 contains 13426 members 
Mstep: Class 41 contains 27773 members 
Mstep: Class 42 contains 5342 members 
Mstep: Class 43 contains 12773 members 
Mstep: Class 44 contains 1559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147448976.000000 Penalty: 152636.968750
Iteration 91Q: 45 clusters Score -1.47449e+08 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 105 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 15516 members 
Mstep: Class 3 contains 27650 members 
Mstep: Class 4 contains 38803 members 
Mstep: Class 5 contains 22651 members 
Mstep: Class 6 contains 10170 members 
Mstep: Class 7 contains 2709 members 
Mstep: Class 8 contains 42163 members 
Mstep: Class 9 contains 30734 members 
Mstep: Class 10 contains 13025 members 
Mstep: Class 11 contains 4433 members 
Mstep: Class 12 contains 226973 members 
Mstep: Class 13 contains 14216 members 
Mstep: Class 14 contains 6305 members 
Mstep: Class 15 contains 20201 members 
Mstep: Class 16 contains 7486 members 
Mstep: Class 17 contains 12022 members 
Mstep: Class 18 contains 9903 members 
Mstep: Class 19 contains 176390 members 
Mstep: Class 20 contains 45228 members 
Mstep: Class 21 contains 14916 members 
Mstep: Class 22 contains 635 members 
Mstep: Class 23 contains 10928 members 
Mstep: Class 24 contains 4160 members 
Mstep: Class 25 contains 5462 members 
Mstep: Class 26 contains 58713 members 
Mstep: Class 27 contains 9541 members 
Mstep: Class 28 contains 8998 members 
Mstep: Class 29 contains 5068 members 
Mstep: Class 30 contains 8647 members 
Mstep: Class 31 contains 1650 members 
Mstep: Class 32 contains 4410 members 
Mstep: Class 33 contains 1760 members 
Mstep: Class 34 contains 8588 members 
Mstep: Class 35 contains 205742 members 
Mstep: Class 36 contains 2613 members 
Mstep: Class 37 contains 38034 members 
Mstep: Class 38 contains 3066 members 
Mstep: Class 39 contains 1192 members 
Mstep: Class 40 contains 13477 members 
Mstep: Class 41 contains 27770 members 
Mstep: Class 42 contains 5334 members 
Mstep: Class 43 contains 12767 members 
Mstep: Class 44 contains 1557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147449296.000000 Penalty: 152636.968750
Iteration 92Q: 45 clusters Score -1.474493e+08 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 105 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 15513 members 
Mstep: Class 3 contains 27632 members 
Mstep: Class 4 contains 38796 members 
Mstep: Class 5 contains 22613 members 
Mstep: Class 6 contains 10168 members 
Mstep: Class 7 contains 2680 members 
Mstep: Class 8 contains 42324 members 
Mstep: Class 9 contains 30723 members 
Mstep: Class 10 contains 13021 members 
Mstep: Class 11 contains 4434 members 
Mstep: Class 12 contains 226898 members 
Mstep: Class 13 contains 14080 members 
Mstep: Class 14 contains 6295 members 
Mstep: Class 15 contains 20600 members 
Mstep: Class 16 contains 7531 members 
Mstep: Class 17 contains 12033 members 
Mstep: Class 18 contains 9960 members 
Mstep: Class 19 contains 176355 members 
Mstep: Class 20 contains 44972 members 
Mstep: Class 21 contains 14869 members 
Mstep: Class 22 contains 637 members 
Mstep: Class 23 contains 10923 members 
Mstep: Class 24 contains 4160 members 
Mstep: Class 25 contains 5479 members 
Mstep: Class 26 contains 58898 members 
Mstep: Class 27 contains 9552 members 
Mstep: Class 28 contains 9043 members 
Mstep: Class 29 contains 5070 members 
Mstep: Class 30 contains 8646 members 
Mstep: Class 31 contains 1650 members 
Mstep: Class 32 contains 4408 members 
Mstep: Class 33 contains 1815 members 
Mstep: Class 34 contains 8658 members 
Mstep: Class 35 contains 205403 members 
Mstep: Class 36 contains 2619 members 
Mstep: Class 37 contains 37982 members 
Mstep: Class 38 contains 3063 members 
Mstep: Class 39 contains 1192 members 
Mstep: Class 40 contains 13530 members 
Mstep: Class 41 contains 27778 members 
Mstep: Class 42 contains 5319 members 
Mstep: Class 43 contains 12759 members 
Mstep: Class 44 contains 1559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147450112.000000 Penalty: 152636.968750
Iteration 93Q: 45 clusters Score -1.474501e+08 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 105 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 15511 members 
Mstep: Class 3 contains 27613 members 
Mstep: Class 4 contains 38779 members 
Mstep: Class 5 contains 22591 members 
Mstep: Class 6 contains 10168 members 
Mstep: Class 7 contains 2645 members 
Mstep: Class 8 contains 42456 members 
Mstep: Class 9 contains 30721 members 
Mstep: Class 10 contains 13012 members 
Mstep: Class 11 contains 4432 members 
Mstep: Class 12 contains 226838 members 
Mstep: Class 13 contains 13940 members 
Mstep: Class 14 contains 6293 members 
Mstep: Class 15 contains 20944 members 
Mstep: Class 16 contains 7583 members 
Mstep: Class 17 contains 12036 members 
Mstep: Class 18 contains 9998 members 
Mstep: Class 19 contains 176324 members 
Mstep: Class 20 contains 44738 members 
Mstep: Class 21 contains 14840 members 
Mstep: Class 22 contains 637 members 
Mstep: Class 23 contains 10918 members 
Mstep: Class 24 contains 4160 members 
Mstep: Class 25 contains 5501 members 
Mstep: Class 26 contains 59083 members 
Mstep: Class 27 contains 9561 members 
Mstep: Class 28 contains 9073 members 
Mstep: Class 29 contains 5078 members 
Mstep: Class 30 contains 8646 members 
Mstep: Class 31 contains 1650 members 
Mstep: Class 32 contains 4405 members 
Mstep: Class 33 contains 1871 members 
Mstep: Class 34 contains 8702 members 
Mstep: Class 35 contains 205118 members 
Mstep: Class 36 contains 2626 members 
Mstep: Class 37 contains 37946 members 
Mstep: Class 38 contains 3063 members 
Mstep: Class 39 contains 1192 members 
Mstep: Class 40 contains 13572 members 
Mstep: Class 41 contains 27785 members 
Mstep: Class 42 contains 5308 members 
Mstep: Class 43 contains 12750 members 
Mstep: Class 44 contains 1562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147450304.000000 Penalty: 152636.968750
Iteration 94Q: 45 clusters Score -1.474503e+08 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 105 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 15512 members 
Mstep: Class 3 contains 27601 members 
Mstep: Class 4 contains 38753 members 
Mstep: Class 5 contains 22571 members 
Mstep: Class 6 contains 10164 members 
Mstep: Class 7 contains 2619 members 
Mstep: Class 8 contains 42599 members 
Mstep: Class 9 contains 30722 members 
Mstep: Class 10 contains 13006 members 
Mstep: Class 11 contains 4432 members 
Mstep: Class 12 contains 226753 members 
Mstep: Class 13 contains 13783 members 
Mstep: Class 14 contains 6285 members 
Mstep: Class 15 contains 21264 members 
Mstep: Class 16 contains 7635 members 
Mstep: Class 17 contains 12038 members 
Mstep: Class 18 contains 10021 members 
Mstep: Class 19 contains 176269 members 
Mstep: Class 20 contains 44545 members 
Mstep: Class 21 contains 14798 members 
Mstep: Class 22 contains 637 members 
Mstep: Class 23 contains 10914 members 
Mstep: Class 24 contains 4160 members 
Mstep: Class 25 contains 5537 members 
Mstep: Class 26 contains 59272 members 
Mstep: Class 27 contains 9575 members 
Mstep: Class 28 contains 9108 members 
Mstep: Class 29 contains 5083 members 
Mstep: Class 30 contains 8648 members 
Mstep: Class 31 contains 1650 members 
Mstep: Class 32 contains 4406 members 
Mstep: Class 33 contains 1910 members 
Mstep: Class 34 contains 8730 members 
Mstep: Class 35 contains 204871 members 
Mstep: Class 36 contains 2636 members 
Mstep: Class 37 contains 37917 members 
Mstep: Class 38 contains 3067 members 
Mstep: Class 39 contains 1192 members 
Mstep: Class 40 contains 13615 members 
Mstep: Class 41 contains 27784 members 
Mstep: Class 42 contains 5297 members 
Mstep: Class 43 contains 12748 members 
Mstep: Class 44 contains 1565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147450512.000000 Penalty: 152636.968750
Iteration 95Q: 45 clusters Score -1.474505e+08 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 105 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 15505 members 
Mstep: Class 3 contains 27590 members 
Mstep: Class 4 contains 38716 members 
Mstep: Class 5 contains 22543 members 
Mstep: Class 6 contains 10163 members 
Mstep: Class 7 contains 2602 members 
Mstep: Class 8 contains 42736 members 
Mstep: Class 9 contains 30717 members 
Mstep: Class 10 contains 13000 members 
Mstep: Class 11 contains 4432 members 
Mstep: Class 12 contains 226723 members 
Mstep: Class 13 contains 13637 members 
Mstep: Class 14 contains 6285 members 
Mstep: Class 15 contains 21581 members 
Mstep: Class 16 contains 7697 members 
Mstep: Class 17 contains 12046 members 
Mstep: Class 18 contains 10047 members 
Mstep: Class 19 contains 176219 members 
Mstep: Class 20 contains 44359 members 
Mstep: Class 21 contains 14756 members 
Mstep: Class 22 contains 638 members 
Mstep: Class 23 contains 10926 members 
Mstep: Class 24 contains 4160 members 
Mstep: Class 25 contains 5562 members 
Mstep: Class 26 contains 59411 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 9129 members 
Mstep: Class 29 contains 5086 members 
Mstep: Class 30 contains 8649 members 
Mstep: Class 31 contains 1652 members 
Mstep: Class 32 contains 4406 members 
Mstep: Class 33 contains 1938 members 
Mstep: Class 34 contains 8755 members 
Mstep: Class 35 contains 204604 members 
Mstep: Class 36 contains 2650 members 
Mstep: Class 37 contains 37892 members 
Mstep: Class 38 contains 3067 members 
Mstep: Class 39 contains 1192 members 
Mstep: Class 40 contains 13674 members 
Mstep: Class 41 contains 27784 members 
Mstep: Class 42 contains 5284 members 
Mstep: Class 43 contains 12758 members 
Mstep: Class 44 contains 1563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147450880.000000 Penalty: 152636.968750
Iteration 96Q: 45 clusters Score -1.474509e+08 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 105 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 15494 members 
Mstep: Class 3 contains 27578 members 
Mstep: Class 4 contains 38692 members 
Mstep: Class 5 contains 22525 members 
Mstep: Class 6 contains 10159 members 
Mstep: Class 7 contains 2591 members 
Mstep: Class 8 contains 42900 members 
Mstep: Class 9 contains 30715 members 
Mstep: Class 10 contains 12990 members 
Mstep: Class 11 contains 4431 members 
Mstep: Class 12 contains 226668 members 
Mstep: Class 13 contains 13511 members 
Mstep: Class 14 contains 6280 members 
Mstep: Class 15 contains 21930 members 
Mstep: Class 16 contains 7750 members 
Mstep: Class 17 contains 12051 members 
Mstep: Class 18 contains 10071 members 
Mstep: Class 19 contains 176173 members 
Mstep: Class 20 contains 44213 members 
Mstep: Class 21 contains 14719 members 
Mstep: Class 22 contains 635 members 
Mstep: Class 23 contains 10925 members 
Mstep: Class 24 contains 4160 members 
Mstep: Class 25 contains 5583 members 
Mstep: Class 26 contains 59530 members 
Mstep: Class 27 contains 9574 members 
Mstep: Class 28 contains 9145 members 
Mstep: Class 29 contains 5096 members 
Mstep: Class 30 contains 8648 members 
Mstep: Class 31 contains 1653 members 
Mstep: Class 32 contains 4405 members 
Mstep: Class 33 contains 1954 members 
Mstep: Class 34 contains 8769 members 
Mstep: Class 35 contains 204324 members 
Mstep: Class 36 contains 2666 members 
Mstep: Class 37 contains 37854 members 
Mstep: Class 38 contains 3069 members 
Mstep: Class 39 contains 1194 members 
Mstep: Class 40 contains 13703 members 
Mstep: Class 41 contains 27794 members 
Mstep: Class 42 contains 5280 members 
Mstep: Class 43 contains 12754 members 
Mstep: Class 44 contains 1570 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147451296.000000 Penalty: 152636.968750
Iteration 97Q: 45 clusters Score -1.474513e+08 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 105 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 15492 members 
Mstep: Class 3 contains 27565 members 
Mstep: Class 4 contains 38672 members 
Mstep: Class 5 contains 22500 members 
Mstep: Class 6 contains 10159 members 
Mstep: Class 7 contains 2579 members 
Mstep: Class 8 contains 43056 members 
Mstep: Class 9 contains 30710 members 
Mstep: Class 10 contains 12978 members 
Mstep: Class 11 contains 4430 members 
Mstep: Class 12 contains 226644 members 
Mstep: Class 13 contains 13367 members 
Mstep: Class 14 contains 6281 members 
Mstep: Class 15 contains 22229 members 
Mstep: Class 16 contains 7798 members 
Mstep: Class 17 contains 12056 members 
Mstep: Class 18 contains 10094 members 
Mstep: Class 19 contains 176123 members 
Mstep: Class 20 contains 44071 members 
Mstep: Class 21 contains 14682 members 
Mstep: Class 22 contains 635 members 
Mstep: Class 23 contains 10925 members 
Mstep: Class 24 contains 4160 members 
Mstep: Class 25 contains 5599 members 
Mstep: Class 26 contains 59631 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 9167 members 
Mstep: Class 29 contains 5104 members 
Mstep: Class 30 contains 8654 members 
Mstep: Class 31 contains 1653 members 
Mstep: Class 32 contains 4404 members 
Mstep: Class 33 contains 1969 members 
Mstep: Class 34 contains 8790 members 
Mstep: Class 35 contains 204084 members 
Mstep: Class 36 contains 2678 members 
Mstep: Class 37 contains 37821 members 
Mstep: Class 38 contains 3071 members 
Mstep: Class 39 contains 1194 members 
Mstep: Class 40 contains 13743 members 
Mstep: Class 41 contains 27794 members 
Mstep: Class 42 contains 5277 members 
Mstep: Class 43 contains 12757 members 
Mstep: Class 44 contains 1571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147451376.000000 Penalty: 152636.968750
Iteration 98Q: 45 clusters Score -1.474514e+08 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 105 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 15486 members 
Mstep: Class 3 contains 27543 members 
Mstep: Class 4 contains 38655 members 
Mstep: Class 5 contains 22482 members 
Mstep: Class 6 contains 10151 members 
Mstep: Class 7 contains 2565 members 
Mstep: Class 8 contains 43211 members 
Mstep: Class 9 contains 30718 members 
Mstep: Class 10 contains 12969 members 
Mstep: Class 11 contains 4429 members 
Mstep: Class 12 contains 226574 members 
Mstep: Class 13 contains 13217 members 
Mstep: Class 14 contains 6278 members 
Mstep: Class 15 contains 22487 members 
Mstep: Class 16 contains 7846 members 
Mstep: Class 17 contains 12060 members 
Mstep: Class 18 contains 10118 members 
Mstep: Class 19 contains 176083 members 
Mstep: Class 20 contains 43945 members 
Mstep: Class 21 contains 14640 members 
Mstep: Class 22 contains 634 members 
Mstep: Class 23 contains 10922 members 
Mstep: Class 24 contains 4160 members 
Mstep: Class 25 contains 5617 members 
Mstep: Class 26 contains 59753 members 
Mstep: Class 27 contains 9577 members 
Mstep: Class 28 contains 9190 members 
Mstep: Class 29 contains 5108 members 
Mstep: Class 30 contains 8666 members 
Mstep: Class 31 contains 1653 members 
Mstep: Class 32 contains 4406 members 
Mstep: Class 33 contains 1988 members 
Mstep: Class 34 contains 8816 members 
Mstep: Class 35 contains 203867 members 
Mstep: Class 36 contains 2687 members 
Mstep: Class 37 contains 37802 members 
Mstep: Class 38 contains 3072 members 
Mstep: Class 39 contains 1194 members 
Mstep: Class 40 contains 13785 members 
Mstep: Class 41 contains 27793 members 
Mstep: Class 42 contains 5278 members 
Mstep: Class 43 contains 12755 members 
Mstep: Class 44 contains 1578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147451840.000000 Penalty: 152636.968750
Iteration 99Q: 45 clusters Score -1.474518e+08 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 105 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 15485 members 
Mstep: Class 3 contains 27521 members 
Mstep: Class 4 contains 38636 members 
Mstep: Class 5 contains 22457 members 
Mstep: Class 6 contains 10150 members 
Mstep: Class 7 contains 2558 members 
Mstep: Class 8 contains 43379 members 
Mstep: Class 9 contains 30721 members 
Mstep: Class 10 contains 12963 members 
Mstep: Class 11 contains 4429 members 
Mstep: Class 12 contains 226501 members 
Mstep: Class 13 contains 13058 members 
Mstep: Class 14 contains 6274 members 
Mstep: Class 15 contains 22755 members 
Mstep: Class 16 contains 7890 members 
Mstep: Class 17 contains 12075 members 
Mstep: Class 18 contains 10131 members 
Mstep: Class 19 contains 176046 members 
Mstep: Class 20 contains 43835 members 
Mstep: Class 21 contains 14614 members 
Mstep: Class 22 contains 635 members 
Mstep: Class 23 contains 10919 members 
Mstep: Class 24 contains 4160 members 
Mstep: Class 25 contains 5638 members 
Mstep: Class 26 contains 59843 members 
Mstep: Class 27 contains 9584 members 
Mstep: Class 28 contains 9215 members 
Mstep: Class 29 contains 5111 members 
Mstep: Class 30 contains 8676 members 
Mstep: Class 31 contains 1651 members 
Mstep: Class 32 contains 4407 members 
Mstep: Class 33 contains 1998 members 
Mstep: Class 34 contains 8842 members 
Mstep: Class 35 contains 203662 members 
Mstep: Class 36 contains 2695 members 
Mstep: Class 37 contains 37776 members 
Mstep: Class 38 contains 3073 members 
Mstep: Class 39 contains 1195 members 
Mstep: Class 40 contains 13806 members 
Mstep: Class 41 contains 27797 members 
Mstep: Class 42 contains 5275 members 
Mstep: Class 43 contains 12754 members 
Mstep: Class 44 contains 1579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147451920.000000 Penalty: 152636.968750
Iteration 100F: 45 clusters Score -1.474519e+08 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 15489 members 
Mstep: Class 3 contains 27516 members 
Mstep: Class 4 contains 38636 members 
Mstep: Class 5 contains 22431 members 
Mstep: Class 6 contains 10161 members 
Mstep: Class 7 contains 2553 members 
Mstep: Class 8 contains 43519 members 
Mstep: Class 9 contains 30723 members 
Mstep: Class 10 contains 12951 members 
Mstep: Class 11 contains 4429 members 
Mstep: Class 12 contains 226416 members 
Mstep: Class 13 contains 12930 members 
Mstep: Class 14 contains 6266 members 
Mstep: Class 15 contains 23000 members 
Mstep: Class 16 contains 7938 members 
Mstep: Class 17 contains 12093 members 
Mstep: Class 18 contains 10139 members 
Mstep: Class 19 contains 176018 members 
Mstep: Class 20 contains 43725 members 
Mstep: Class 21 contains 14571 members 
Mstep: Class 22 contains 636 members 
Mstep: Class 23 contains 10917 members 
Mstep: Class 24 contains 4160 members 
Mstep: Class 25 contains 5663 members 
Mstep: Class 26 contains 59930 members 
Mstep: Class 27 contains 9577 members 
Mstep: Class 28 contains 9243 members 
Mstep: Class 29 contains 5110 members 
Mstep: Class 30 contains 8679 members 
Mstep: Class 31 contains 1649 members 
Mstep: Class 32 contains 4405 members 
Mstep: Class 33 contains 2013 members 
Mstep: Class 34 contains 8861 members 
Mstep: Class 35 contains 203494 members 
Mstep: Class 36 contains 2701 members 
Mstep: Class 37 contains 37742 members 
Mstep: Class 38 contains 3076 members 
Mstep: Class 39 contains 1199 members 
Mstep: Class 40 contains 13831 members 
Mstep: Class 41 contains 27803 members 
Mstep: Class 42 contains 5268 members 
Mstep: Class 43 contains 12756 members 
Mstep: Class 44 contains 1572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147452448.000000 Penalty: 152636.968750
Iteration 101Q: 45 clusters Score -1.474524e+08 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 15489 members 
Mstep: Class 3 contains 27505 members 
Mstep: Class 4 contains 38644 members 
Mstep: Class 5 contains 22410 members 
Mstep: Class 6 contains 10155 members 
Mstep: Class 7 contains 2553 members 
Mstep: Class 8 contains 43661 members 
Mstep: Class 9 contains 30728 members 
Mstep: Class 10 contains 12942 members 
Mstep: Class 11 contains 4429 members 
Mstep: Class 12 contains 226357 members 
Mstep: Class 13 contains 12779 members 
Mstep: Class 14 contains 6256 members 
Mstep: Class 15 contains 23219 members 
Mstep: Class 16 contains 7989 members 
Mstep: Class 17 contains 12106 members 
Mstep: Class 18 contains 10151 members 
Mstep: Class 19 contains 175988 members 
Mstep: Class 20 contains 43617 members 
Mstep: Class 21 contains 14533 members 
Mstep: Class 22 contains 637 members 
Mstep: Class 23 contains 10913 members 
Mstep: Class 24 contains 4160 members 
Mstep: Class 25 contains 5674 members 
Mstep: Class 26 contains 60008 members 
Mstep: Class 27 contains 9567 members 
Mstep: Class 28 contains 9276 members 
Mstep: Class 29 contains 5117 members 
Mstep: Class 30 contains 8686 members 
Mstep: Class 31 contains 1650 members 
Mstep: Class 32 contains 4404 members 
Mstep: Class 33 contains 2020 members 
Mstep: Class 34 contains 8878 members 
Mstep: Class 35 contains 203334 members 
Mstep: Class 36 contains 2707 members 
Mstep: Class 37 contains 37705 members 
Mstep: Class 38 contains 3077 members 
Mstep: Class 39 contains 1199 members 
Mstep: Class 40 contains 13871 members 
Mstep: Class 41 contains 27810 members 
Mstep: Class 42 contains 5260 members 
Mstep: Class 43 contains 12757 members 
Mstep: Class 44 contains 1578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147452688.000000 Penalty: 152636.968750
Iteration 102Q: 45 clusters Score -1.474527e+08 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 15485 members 
Mstep: Class 3 contains 27489 members 
Mstep: Class 4 contains 38648 members 
Mstep: Class 5 contains 22398 members 
Mstep: Class 6 contains 10158 members 
Mstep: Class 7 contains 2549 members 
Mstep: Class 8 contains 43804 members 
Mstep: Class 9 contains 30742 members 
Mstep: Class 10 contains 12930 members 
Mstep: Class 11 contains 4430 members 
Mstep: Class 12 contains 226319 members 
Mstep: Class 13 contains 12646 members 
Mstep: Class 14 contains 6253 members 
Mstep: Class 15 contains 23418 members 
Mstep: Class 16 contains 8034 members 
Mstep: Class 17 contains 12122 members 
Mstep: Class 18 contains 10159 members 
Mstep: Class 19 contains 175963 members 
Mstep: Class 20 contains 43509 members 
Mstep: Class 21 contains 14503 members 
Mstep: Class 22 contains 637 members 
Mstep: Class 23 contains 10916 members 
Mstep: Class 24 contains 4160 members 
Mstep: Class 25 contains 5684 members 
Mstep: Class 26 contains 60051 members 
Mstep: Class 27 contains 9571 members 
Mstep: Class 28 contains 9301 members 
Mstep: Class 29 contains 5125 members 
Mstep: Class 30 contains 8690 members 
Mstep: Class 31 contains 1647 members 
Mstep: Class 32 contains 4406 members 
Mstep: Class 33 contains 2027 members 
Mstep: Class 34 contains 8900 members 
Mstep: Class 35 contains 203169 members 
Mstep: Class 36 contains 2713 members 
Mstep: Class 37 contains 37665 members 
Mstep: Class 38 contains 3078 members 
Mstep: Class 39 contains 1199 members 
Mstep: Class 40 contains 13911 members 
Mstep: Class 41 contains 27812 members 
Mstep: Class 42 contains 5254 members 
Mstep: Class 43 contains 12751 members 
Mstep: Class 44 contains 1576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147452752.000000 Penalty: 152636.968750
Iteration 103Q: 45 clusters Score -1.474528e+08 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 15483 members 
Mstep: Class 3 contains 27473 members 
Mstep: Class 4 contains 38648 members 
Mstep: Class 5 contains 22386 members 
Mstep: Class 6 contains 10156 members 
Mstep: Class 7 contains 2550 members 
Mstep: Class 8 contains 43921 members 
Mstep: Class 9 contains 30755 members 
Mstep: Class 10 contains 12915 members 
Mstep: Class 11 contains 4430 members 
Mstep: Class 12 contains 226256 members 
Mstep: Class 13 contains 12522 members 
Mstep: Class 14 contains 6253 members 
Mstep: Class 15 contains 23583 members 
Mstep: Class 16 contains 8086 members 
Mstep: Class 17 contains 12139 members 
Mstep: Class 18 contains 10174 members 
Mstep: Class 19 contains 175938 members 
Mstep: Class 20 contains 43424 members 
Mstep: Class 21 contains 14470 members 
Mstep: Class 22 contains 638 members 
Mstep: Class 23 contains 10912 members 
Mstep: Class 24 contains 4160 members 
Mstep: Class 25 contains 5699 members 
Mstep: Class 26 contains 60104 members 
Mstep: Class 27 contains 9569 members 
Mstep: Class 28 contains 9323 members 
Mstep: Class 29 contains 5128 members 
Mstep: Class 30 contains 8692 members 
Mstep: Class 31 contains 1647 members 
Mstep: Class 32 contains 4408 members 
Mstep: Class 33 contains 2032 members 
Mstep: Class 34 contains 8908 members 
Mstep: Class 35 contains 203043 members 
Mstep: Class 36 contains 2719 members 
Mstep: Class 37 contains 37640 members 
Mstep: Class 38 contains 3080 members 
Mstep: Class 39 contains 1199 members 
Mstep: Class 40 contains 13961 members 
Mstep: Class 41 contains 27814 members 
Mstep: Class 42 contains 5245 members 
Mstep: Class 43 contains 12750 members 
Mstep: Class 44 contains 1575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147452944.000000 Penalty: 152636.968750
Iteration 104Q: 45 clusters Score -1.474529e+08 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 15481 members 
Mstep: Class 3 contains 27467 members 
Mstep: Class 4 contains 38647 members 
Mstep: Class 5 contains 22373 members 
Mstep: Class 6 contains 10164 members 
Mstep: Class 7 contains 2552 members 
Mstep: Class 8 contains 44065 members 
Mstep: Class 9 contains 30757 members 
Mstep: Class 10 contains 12898 members 
Mstep: Class 11 contains 4428 members 
Mstep: Class 12 contains 226202 members 
Mstep: Class 13 contains 12385 members 
Mstep: Class 14 contains 6252 members 
Mstep: Class 15 contains 23726 members 
Mstep: Class 16 contains 8133 members 
Mstep: Class 17 contains 12151 members 
Mstep: Class 18 contains 10192 members 
Mstep: Class 19 contains 175922 members 
Mstep: Class 20 contains 43355 members 
Mstep: Class 21 contains 14434 members 
Mstep: Class 22 contains 636 members 
Mstep: Class 23 contains 10908 members 
Mstep: Class 24 contains 4160 members 
Mstep: Class 25 contains 5723 members 
Mstep: Class 26 contains 60154 members 
Mstep: Class 27 contains 9577 members 
Mstep: Class 28 contains 9356 members 
Mstep: Class 29 contains 5130 members 
Mstep: Class 30 contains 8688 members 
Mstep: Class 31 contains 1647 members 
Mstep: Class 32 contains 4400 members 
Mstep: Class 33 contains 2038 members 
Mstep: Class 34 contains 8914 members 
Mstep: Class 35 contains 202920 members 
Mstep: Class 36 contains 2719 members 
Mstep: Class 37 contains 37612 members 
Mstep: Class 38 contains 3080 members 
Mstep: Class 39 contains 1199 members 
Mstep: Class 40 contains 13990 members 
Mstep: Class 41 contains 27816 members 
Mstep: Class 42 contains 5242 members 
Mstep: Class 43 contains 12749 members 
Mstep: Class 44 contains 1577 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147453136.000000 Penalty: 152636.968750
Iteration 105Q: 45 clusters Score -1.474531e+08 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 15489 members 
Mstep: Class 3 contains 27453 members 
Mstep: Class 4 contains 38655 members 
Mstep: Class 5 contains 22365 members 
Mstep: Class 6 contains 10160 members 
Mstep: Class 7 contains 2553 members 
Mstep: Class 8 contains 44199 members 
Mstep: Class 9 contains 30754 members 
Mstep: Class 10 contains 12882 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 226157 members 
Mstep: Class 13 contains 12250 members 
Mstep: Class 14 contains 6255 members 
Mstep: Class 15 contains 23844 members 
Mstep: Class 16 contains 8177 members 
Mstep: Class 17 contains 12177 members 
Mstep: Class 18 contains 10202 members 
Mstep: Class 19 contains 175906 members 
Mstep: Class 20 contains 43276 members 
Mstep: Class 21 contains 14400 members 
Mstep: Class 22 contains 638 members 
Mstep: Class 23 contains 10911 members 
Mstep: Class 24 contains 4160 members 
Mstep: Class 25 contains 5743 members 
Mstep: Class 26 contains 60213 members 
Mstep: Class 27 contains 9584 members 
Mstep: Class 28 contains 9383 members 
Mstep: Class 29 contains 5131 members 
Mstep: Class 30 contains 8687 members 
Mstep: Class 31 contains 1646 members 
Mstep: Class 32 contains 4402 members 
Mstep: Class 33 contains 2041 members 
Mstep: Class 34 contains 8916 members 
Mstep: Class 35 contains 202814 members 
Mstep: Class 36 contains 2718 members 
Mstep: Class 37 contains 37577 members 
Mstep: Class 38 contains 3082 members 
Mstep: Class 39 contains 1200 members 
Mstep: Class 40 contains 14028 members 
Mstep: Class 41 contains 27817 members 
Mstep: Class 42 contains 5240 members 
Mstep: Class 43 contains 12740 members 
Mstep: Class 44 contains 1578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147453248.000000 Penalty: 152636.968750
Iteration 106Q: 45 clusters Score -1.474532e+08 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 15491 members 
Mstep: Class 3 contains 27433 members 
Mstep: Class 4 contains 38658 members 
Mstep: Class 5 contains 22349 members 
Mstep: Class 6 contains 10165 members 
Mstep: Class 7 contains 2553 members 
Mstep: Class 8 contains 44337 members 
Mstep: Class 9 contains 30747 members 
Mstep: Class 10 contains 12874 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 226093 members 
Mstep: Class 13 contains 12123 members 
Mstep: Class 14 contains 6253 members 
Mstep: Class 15 contains 23957 members 
Mstep: Class 16 contains 8201 members 
Mstep: Class 17 contains 12194 members 
Mstep: Class 18 contains 10212 members 
Mstep: Class 19 contains 175890 members 
Mstep: Class 20 contains 43207 members 
Mstep: Class 21 contains 14370 members 
Mstep: Class 22 contains 637 members 
Mstep: Class 23 contains 10909 members 
Mstep: Class 24 contains 4160 members 
Mstep: Class 25 contains 5766 members 
Mstep: Class 26 contains 60272 members 
Mstep: Class 27 contains 9588 members 
Mstep: Class 28 contains 9421 members 
Mstep: Class 29 contains 5137 members 
Mstep: Class 30 contains 8686 members 
Mstep: Class 31 contains 1648 members 
Mstep: Class 32 contains 4401 members 
Mstep: Class 33 contains 2044 members 
Mstep: Class 34 contains 8921 members 
Mstep: Class 35 contains 202716 members 
Mstep: Class 36 contains 2719 members 
Mstep: Class 37 contains 37574 members 
Mstep: Class 38 contains 3081 members 
Mstep: Class 39 contains 1200 members 
Mstep: Class 40 contains 14068 members 
Mstep: Class 41 contains 27815 members 
Mstep: Class 42 contains 5239 members 
Mstep: Class 43 contains 12727 members 
Mstep: Class 44 contains 1573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147453472.000000 Penalty: 152636.968750
Iteration 107Q: 45 clusters Score -1.474535e+08 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 15492 members 
Mstep: Class 3 contains 27419 members 
Mstep: Class 4 contains 38673 members 
Mstep: Class 5 contains 22328 members 
Mstep: Class 6 contains 10158 members 
Mstep: Class 7 contains 2554 members 
Mstep: Class 8 contains 44465 members 
Mstep: Class 9 contains 30736 members 
Mstep: Class 10 contains 12869 members 
Mstep: Class 11 contains 4428 members 
Mstep: Class 12 contains 226045 members 
Mstep: Class 13 contains 11990 members 
Mstep: Class 14 contains 6255 members 
Mstep: Class 15 contains 24075 members 
Mstep: Class 16 contains 8230 members 
Mstep: Class 17 contains 12212 members 
Mstep: Class 18 contains 10223 members 
Mstep: Class 19 contains 175880 members 
Mstep: Class 20 contains 43131 members 
Mstep: Class 21 contains 14331 members 
Mstep: Class 22 contains 638 members 
Mstep: Class 23 contains 10901 members 
Mstep: Class 24 contains 4160 members 
Mstep: Class 25 contains 5800 members 
Mstep: Class 26 contains 60329 members 
Mstep: Class 27 contains 9587 members 
Mstep: Class 28 contains 9463 members 
Mstep: Class 29 contains 5141 members 
Mstep: Class 30 contains 8688 members 
Mstep: Class 31 contains 1652 members 
Mstep: Class 32 contains 4402 members 
Mstep: Class 33 contains 2046 members 
Mstep: Class 34 contains 8924 members 
Mstep: Class 35 contains 202607 members 
Mstep: Class 36 contains 2719 members 
Mstep: Class 37 contains 37564 members 
Mstep: Class 38 contains 3081 members 
Mstep: Class 39 contains 1201 members 
Mstep: Class 40 contains 14092 members 
Mstep: Class 41 contains 27821 members 
Mstep: Class 42 contains 5235 members 
Mstep: Class 43 contains 12719 members 
Mstep: Class 44 contains 1574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147453568.000000 Penalty: 152636.968750
Iteration 108Q: 45 clusters Score -1.474536e+08 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 15487 members 
Mstep: Class 3 contains 27406 members 
Mstep: Class 4 contains 38663 members 
Mstep: Class 5 contains 22315 members 
Mstep: Class 6 contains 10150 members 
Mstep: Class 7 contains 2554 members 
Mstep: Class 8 contains 44612 members 
Mstep: Class 9 contains 30725 members 
Mstep: Class 10 contains 12869 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 225984 members 
Mstep: Class 13 contains 11881 members 
Mstep: Class 14 contains 6255 members 
Mstep: Class 15 contains 24176 members 
Mstep: Class 16 contains 8252 members 
Mstep: Class 17 contains 12226 members 
Mstep: Class 18 contains 10237 members 
Mstep: Class 19 contains 175876 members 
Mstep: Class 20 contains 43059 members 
Mstep: Class 21 contains 14295 members 
Mstep: Class 22 contains 638 members 
Mstep: Class 23 contains 10899 members 
Mstep: Class 24 contains 4160 members 
Mstep: Class 25 contains 5825 members 
Mstep: Class 26 contains 60377 members 
Mstep: Class 27 contains 9585 members 
Mstep: Class 28 contains 9492 members 
Mstep: Class 29 contains 5142 members 
Mstep: Class 30 contains 8692 members 
Mstep: Class 31 contains 1650 members 
Mstep: Class 32 contains 4405 members 
Mstep: Class 33 contains 2047 members 
Mstep: Class 34 contains 8929 members 
Mstep: Class 35 contains 202516 members 
Mstep: Class 36 contains 2727 members 
Mstep: Class 37 contains 37555 members 
Mstep: Class 38 contains 3082 members 
Mstep: Class 39 contains 1202 members 
Mstep: Class 40 contains 14112 members 
Mstep: Class 41 contains 27820 members 
Mstep: Class 42 contains 5233 members 
Mstep: Class 43 contains 12720 members 
Mstep: Class 44 contains 1581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147453808.000000 Penalty: 152636.968750
Iteration 109Q: 45 clusters Score -1.474538e+08 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 15493 members 
Mstep: Class 3 contains 27400 members 
Mstep: Class 4 contains 38660 members 
Mstep: Class 5 contains 22301 members 
Mstep: Class 6 contains 10148 members 
Mstep: Class 7 contains 2556 members 
Mstep: Class 8 contains 44728 members 
Mstep: Class 9 contains 30717 members 
Mstep: Class 10 contains 12863 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 225955 members 
Mstep: Class 13 contains 11758 members 
Mstep: Class 14 contains 6258 members 
Mstep: Class 15 contains 24285 members 
Mstep: Class 16 contains 8283 members 
Mstep: Class 17 contains 12239 members 
Mstep: Class 18 contains 10247 members 
Mstep: Class 19 contains 175847 members 
Mstep: Class 20 contains 42976 members 
Mstep: Class 21 contains 14263 members 
Mstep: Class 22 contains 638 members 
Mstep: Class 23 contains 10897 members 
Mstep: Class 24 contains 4160 members 
Mstep: Class 25 contains 5849 members 
Mstep: Class 26 contains 60431 members 
Mstep: Class 27 contains 9585 members 
Mstep: Class 28 contains 9518 members 
Mstep: Class 29 contains 5158 members 
Mstep: Class 30 contains 8697 members 
Mstep: Class 31 contains 1652 members 
Mstep: Class 32 contains 4404 members 
Mstep: Class 33 contains 2048 members 
Mstep: Class 34 contains 8933 members 
Mstep: Class 35 contains 202434 members 
Mstep: Class 36 contains 2728 members 
Mstep: Class 37 contains 37549 members 
Mstep: Class 38 contains 3083 members 
Mstep: Class 39 contains 1202 members 
Mstep: Class 40 contains 14128 members 
Mstep: Class 41 contains 27818 members 
Mstep: Class 42 contains 5229 members 
Mstep: Class 43 contains 12715 members 
Mstep: Class 44 contains 1582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147453776.000000 Penalty: 152636.968750
Iteration 110Q: 45 clusters Score -1.474538e+08 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 15488 members 
Mstep: Class 3 contains 27391 members 
Mstep: Class 4 contains 38668 members 
Mstep: Class 5 contains 22285 members 
Mstep: Class 6 contains 10157 members 
Mstep: Class 7 contains 2558 members 
Mstep: Class 8 contains 44857 members 
Mstep: Class 9 contains 30721 members 
Mstep: Class 10 contains 12861 members 
Mstep: Class 11 contains 4426 members 
Mstep: Class 12 contains 225920 members 
Mstep: Class 13 contains 11618 members 
Mstep: Class 14 contains 6258 members 
Mstep: Class 15 contains 24371 members 
Mstep: Class 16 contains 8309 members 
Mstep: Class 17 contains 12251 members 
Mstep: Class 18 contains 10259 members 
Mstep: Class 19 contains 175821 members 
Mstep: Class 20 contains 42918 members 
Mstep: Class 21 contains 14245 members 
Mstep: Class 22 contains 638 members 
Mstep: Class 23 contains 10899 members 
Mstep: Class 24 contains 4160 members 
Mstep: Class 25 contains 5877 members 
Mstep: Class 26 contains 60489 members 
Mstep: Class 27 contains 9584 members 
Mstep: Class 28 contains 9539 members 
Mstep: Class 29 contains 5171 members 
Mstep: Class 30 contains 8701 members 
Mstep: Class 31 contains 1648 members 
Mstep: Class 32 contains 4403 members 
Mstep: Class 33 contains 2050 members 
Mstep: Class 34 contains 8936 members 
Mstep: Class 35 contains 202341 members 
Mstep: Class 36 contains 2730 members 
Mstep: Class 37 contains 37553 members 
Mstep: Class 38 contains 3085 members 
Mstep: Class 39 contains 1202 members 
Mstep: Class 40 contains 14134 members 
Mstep: Class 41 contains 27815 members 
Mstep: Class 42 contains 5228 members 
Mstep: Class 43 contains 12702 members 
Mstep: Class 44 contains 1578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147453888.000000 Penalty: 152636.968750
Iteration 111Q: 45 clusters Score -1.474539e+08 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 15481 members 
Mstep: Class 3 contains 27380 members 
Mstep: Class 4 contains 38673 members 
Mstep: Class 5 contains 22262 members 
Mstep: Class 6 contains 10151 members 
Mstep: Class 7 contains 2556 members 
Mstep: Class 8 contains 45028 members 
Mstep: Class 9 contains 30721 members 
Mstep: Class 10 contains 12856 members 
Mstep: Class 11 contains 4424 members 
Mstep: Class 12 contains 225883 members 
Mstep: Class 13 contains 11469 members 
Mstep: Class 14 contains 6261 members 
Mstep: Class 15 contains 24467 members 
Mstep: Class 16 contains 8335 members 
Mstep: Class 17 contains 12263 members 
Mstep: Class 18 contains 10264 members 
Mstep: Class 19 contains 175794 members 
Mstep: Class 20 contains 42864 members 
Mstep: Class 21 contains 14221 members 
Mstep: Class 22 contains 637 members 
Mstep: Class 23 contains 10896 members 
Mstep: Class 24 contains 4160 members 
Mstep: Class 25 contains 5904 members 
Mstep: Class 26 contains 60532 members 
Mstep: Class 27 contains 9585 members 
Mstep: Class 28 contains 9561 members 
Mstep: Class 29 contains 5179 members 
Mstep: Class 30 contains 8703 members 
Mstep: Class 31 contains 1649 members 
Mstep: Class 32 contains 4402 members 
Mstep: Class 33 contains 2050 members 
Mstep: Class 34 contains 8941 members 
Mstep: Class 35 contains 202259 members 
Mstep: Class 36 contains 2730 members 
Mstep: Class 37 contains 37538 members 
Mstep: Class 38 contains 3088 members 
Mstep: Class 39 contains 1203 members 
Mstep: Class 40 contains 14156 members 
Mstep: Class 41 contains 27814 members 
Mstep: Class 42 contains 5227 members 
Mstep: Class 43 contains 12693 members 
Mstep: Class 44 contains 1585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147454080.000000 Penalty: 152636.968750
Iteration 112Q: 45 clusters Score -1.474541e+08 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 15479 members 
Mstep: Class 3 contains 27373 members 
Mstep: Class 4 contains 38676 members 
Mstep: Class 5 contains 22237 members 
Mstep: Class 6 contains 10145 members 
Mstep: Class 7 contains 2556 members 
Mstep: Class 8 contains 45186 members 
Mstep: Class 9 contains 30717 members 
Mstep: Class 10 contains 12846 members 
Mstep: Class 11 contains 4423 members 
Mstep: Class 12 contains 225844 members 
Mstep: Class 13 contains 11350 members 
Mstep: Class 14 contains 6264 members 
Mstep: Class 15 contains 24549 members 
Mstep: Class 16 contains 8369 members 
Mstep: Class 17 contains 12266 members 
Mstep: Class 18 contains 10271 members 
Mstep: Class 19 contains 175765 members 
Mstep: Class 20 contains 42827 members 
Mstep: Class 21 contains 14198 members 
Mstep: Class 22 contains 636 members 
Mstep: Class 23 contains 10889 members 
Mstep: Class 24 contains 4160 members 
Mstep: Class 25 contains 5920 members 
Mstep: Class 26 contains 60584 members 
Mstep: Class 27 contains 9582 members 
Mstep: Class 28 contains 9580 members 
Mstep: Class 29 contains 5184 members 
Mstep: Class 30 contains 8707 members 
Mstep: Class 31 contains 1648 members 
Mstep: Class 32 contains 4405 members 
Mstep: Class 33 contains 2050 members 
Mstep: Class 34 contains 8952 members 
Mstep: Class 35 contains 202183 members 
Mstep: Class 36 contains 2731 members 
Mstep: Class 37 contains 37529 members 
Mstep: Class 38 contains 3089 members 
Mstep: Class 39 contains 1204 members 
Mstep: Class 40 contains 14166 members 
Mstep: Class 41 contains 27806 members 
Mstep: Class 42 contains 5226 members 
Mstep: Class 43 contains 12685 members 
Mstep: Class 44 contains 1590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147454176.000000 Penalty: 152636.968750
Iteration 113Q: 45 clusters Score -1.474542e+08 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 15476 members 
Mstep: Class 3 contains 27371 members 
Mstep: Class 4 contains 38676 members 
Mstep: Class 5 contains 22218 members 
Mstep: Class 6 contains 10154 members 
Mstep: Class 7 contains 2556 members 
Mstep: Class 8 contains 45336 members 
Mstep: Class 9 contains 30710 members 
Mstep: Class 10 contains 12844 members 
Mstep: Class 11 contains 4423 members 
Mstep: Class 12 contains 225796 members 
Mstep: Class 13 contains 11253 members 
Mstep: Class 14 contains 6267 members 
Mstep: Class 15 contains 24620 members 
Mstep: Class 16 contains 8397 members 
Mstep: Class 17 contains 12273 members 
Mstep: Class 18 contains 10283 members 
Mstep: Class 19 contains 175747 members 
Mstep: Class 20 contains 42797 members 
Mstep: Class 21 contains 14177 members 
Mstep: Class 22 contains 637 members 
Mstep: Class 23 contains 10884 members 
Mstep: Class 24 contains 4160 members 
Mstep: Class 25 contains 5938 members 
Mstep: Class 26 contains 60606 members 
Mstep: Class 27 contains 9584 members 
Mstep: Class 28 contains 9597 members 
Mstep: Class 29 contains 5188 members 
Mstep: Class 30 contains 8710 members 
Mstep: Class 31 contains 1647 members 
Mstep: Class 32 contains 4402 members 
Mstep: Class 33 contains 2051 members 
Mstep: Class 34 contains 8957 members 
Mstep: Class 35 contains 202114 members 
Mstep: Class 36 contains 2732 members 
Mstep: Class 37 contains 37515 members 
Mstep: Class 38 contains 3089 members 
Mstep: Class 39 contains 1204 members 
Mstep: Class 40 contains 14176 members 
Mstep: Class 41 contains 27806 members 
Mstep: Class 42 contains 5223 members 
Mstep: Class 43 contains 12674 members 
Mstep: Class 44 contains 1584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147454256.000000 Penalty: 152636.968750
Iteration 114Q: 45 clusters Score -1.474543e+08 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 15473 members 
Mstep: Class 3 contains 27365 members 
Mstep: Class 4 contains 38680 members 
Mstep: Class 5 contains 22199 members 
Mstep: Class 6 contains 10149 members 
Mstep: Class 7 contains 2554 members 
Mstep: Class 8 contains 45486 members 
Mstep: Class 9 contains 30708 members 
Mstep: Class 10 contains 12834 members 
Mstep: Class 11 contains 4423 members 
Mstep: Class 12 contains 225735 members 
Mstep: Class 13 contains 11172 members 
Mstep: Class 14 contains 6266 members 
Mstep: Class 15 contains 24699 members 
Mstep: Class 16 contains 8421 members 
Mstep: Class 17 contains 12285 members 
Mstep: Class 18 contains 10289 members 
Mstep: Class 19 contains 175729 members 
Mstep: Class 20 contains 42775 members 
Mstep: Class 21 contains 14149 members 
Mstep: Class 22 contains 636 members 
Mstep: Class 23 contains 10879 members 
Mstep: Class 24 contains 4160 members 
Mstep: Class 25 contains 5951 members 
Mstep: Class 26 contains 60623 members 
Mstep: Class 27 contains 9585 members 
Mstep: Class 28 contains 9623 members 
Mstep: Class 29 contains 5189 members 
Mstep: Class 30 contains 8710 members 
Mstep: Class 31 contains 1648 members 
Mstep: Class 32 contains 4404 members 
Mstep: Class 33 contains 2053 members 
Mstep: Class 34 contains 8970 members 
Mstep: Class 35 contains 202025 members 
Mstep: Class 36 contains 2738 members 
Mstep: Class 37 contains 37512 members 
Mstep: Class 38 contains 3088 members 
Mstep: Class 39 contains 1203 members 
Mstep: Class 40 contains 14189 members 
Mstep: Class 41 contains 27801 members 
Mstep: Class 42 contains 5224 members 
Mstep: Class 43 contains 12664 members 
Mstep: Class 44 contains 1587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147454704.000000 Penalty: 152636.968750
Iteration 115Q: 45 clusters Score -1.474547e+08 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 15471 members 
Mstep: Class 3 contains 27360 members 
Mstep: Class 4 contains 38684 members 
Mstep: Class 5 contains 22183 members 
Mstep: Class 6 contains 10156 members 
Mstep: Class 7 contains 2552 members 
Mstep: Class 8 contains 45658 members 
Mstep: Class 9 contains 30702 members 
Mstep: Class 10 contains 12827 members 
Mstep: Class 11 contains 4422 members 
Mstep: Class 12 contains 225692 members 
Mstep: Class 13 contains 11048 members 
Mstep: Class 14 contains 6264 members 
Mstep: Class 15 contains 24776 members 
Mstep: Class 16 contains 8445 members 
Mstep: Class 17 contains 12296 members 
Mstep: Class 18 contains 10298 members 
Mstep: Class 19 contains 175708 members 
Mstep: Class 20 contains 42741 members 
Mstep: Class 21 contains 14112 members 
Mstep: Class 22 contains 636 members 
Mstep: Class 23 contains 10877 members 
Mstep: Class 24 contains 4160 members 
Mstep: Class 25 contains 5976 members 
Mstep: Class 26 contains 60630 members 
Mstep: Class 27 contains 9589 members 
Mstep: Class 28 contains 9643 members 
Mstep: Class 29 contains 5197 members 
Mstep: Class 30 contains 8712 members 
Mstep: Class 31 contains 1649 members 
Mstep: Class 32 contains 4398 members 
Mstep: Class 33 contains 2053 members 
Mstep: Class 34 contains 8980 members 
Mstep: Class 35 contains 201954 members 
Mstep: Class 36 contains 2739 members 
Mstep: Class 37 contains 37505 members 
Mstep: Class 38 contains 3087 members 
Mstep: Class 39 contains 1202 members 
Mstep: Class 40 contains 14197 members 
Mstep: Class 41 contains 27803 members 
Mstep: Class 42 contains 5226 members 
Mstep: Class 43 contains 12662 members 
Mstep: Class 44 contains 1585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147454944.000000 Penalty: 152636.968750
Iteration 116Q: 45 clusters Score -1.474549e+08 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 15467 members 
Mstep: Class 3 contains 27353 members 
Mstep: Class 4 contains 38686 members 
Mstep: Class 5 contains 22169 members 
Mstep: Class 6 contains 10159 members 
Mstep: Class 7 contains 2551 members 
Mstep: Class 8 contains 45808 members 
Mstep: Class 9 contains 30698 members 
Mstep: Class 10 contains 12818 members 
Mstep: Class 11 contains 4419 members 
Mstep: Class 12 contains 225647 members 
Mstep: Class 13 contains 10928 members 
Mstep: Class 14 contains 6263 members 
Mstep: Class 15 contains 24851 members 
Mstep: Class 16 contains 8468 members 
Mstep: Class 17 contains 12311 members 
Mstep: Class 18 contains 10311 members 
Mstep: Class 19 contains 175689 members 
Mstep: Class 20 contains 42695 members 
Mstep: Class 21 contains 14078 members 
Mstep: Class 22 contains 637 members 
Mstep: Class 23 contains 10879 members 
Mstep: Class 24 contains 4160 members 
Mstep: Class 25 contains 6011 members 
Mstep: Class 26 contains 60637 members 
Mstep: Class 27 contains 9586 members 
Mstep: Class 28 contains 9666 members 
Mstep: Class 29 contains 5195 members 
Mstep: Class 30 contains 8713 members 
Mstep: Class 31 contains 1649 members 
Mstep: Class 32 contains 4398 members 
Mstep: Class 33 contains 2054 members 
Mstep: Class 34 contains 8989 members 
Mstep: Class 35 contains 201909 members 
Mstep: Class 36 contains 2740 members 
Mstep: Class 37 contains 37513 members 
Mstep: Class 38 contains 3087 members 
Mstep: Class 39 contains 1202 members 
Mstep: Class 40 contains 14192 members 
Mstep: Class 41 contains 27802 members 
Mstep: Class 42 contains 5225 members 
Mstep: Class 43 contains 12663 members 
Mstep: Class 44 contains 1581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147454768.000000 Penalty: 152636.968750
Iteration 117Q: 45 clusters Score -1.474548e+08 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 15468 members 
Mstep: Class 3 contains 27352 members 
Mstep: Class 4 contains 38688 members 
Mstep: Class 5 contains 22148 members 
Mstep: Class 6 contains 10164 members 
Mstep: Class 7 contains 2551 members 
Mstep: Class 8 contains 45965 members 
Mstep: Class 9 contains 30687 members 
Mstep: Class 10 contains 12798 members 
Mstep: Class 11 contains 4419 members 
Mstep: Class 12 contains 225611 members 
Mstep: Class 13 contains 10812 members 
Mstep: Class 14 contains 6261 members 
Mstep: Class 15 contains 24917 members 
Mstep: Class 16 contains 8495 members 
Mstep: Class 17 contains 12321 members 
Mstep: Class 18 contains 10322 members 
Mstep: Class 19 contains 175680 members 
Mstep: Class 20 contains 42656 members 
Mstep: Class 21 contains 14044 members 
Mstep: Class 22 contains 636 members 
Mstep: Class 23 contains 10877 members 
Mstep: Class 24 contains 4160 members 
Mstep: Class 25 contains 6035 members 
Mstep: Class 26 contains 60643 members 
Mstep: Class 27 contains 9589 members 
Mstep: Class 28 contains 9689 members 
Mstep: Class 29 contains 5200 members 
Mstep: Class 30 contains 8713 members 
Mstep: Class 31 contains 1649 members 
Mstep: Class 32 contains 4394 members 
Mstep: Class 33 contains 2057 members 
Mstep: Class 34 contains 8997 members 
Mstep: Class 35 contains 201841 members 
Mstep: Class 36 contains 2742 members 
Mstep: Class 37 contains 37522 members 
Mstep: Class 38 contains 3087 members 
Mstep: Class 39 contains 1202 members 
Mstep: Class 40 contains 14200 members 
Mstep: Class 41 contains 27800 members 
Mstep: Class 42 contains 5225 members 
Mstep: Class 43 contains 12663 members 
Mstep: Class 44 contains 1581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147454880.000000 Penalty: 152636.968750
Iteration 118Q: 45 clusters Score -1.474549e+08 nChanged 962
Entering ConstructFrom: 
Score: -147454880.000000 Penalty: 152636.968750
Entering ConstructFrom: 
Trying to split cluster 1 (6286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Entering Unmasked Estep 
Score: -769228.375000 Penalty: 2169.027832
	Iteration 0F: 2 clusters Score -769228.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -763967.187500 Penalty: 4338.055664
	Iteration 0F: 3 clusters Score -763967.2 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -765452.812500 Penalty: 4338.055664
	Iteration 1F: 3 clusters Score -765452.8 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -765878.750000 Penalty: 4338.055664
	Iteration 2F: 3 clusters Score -765878.8 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -766233.937500 Penalty: 4338.055664
	Iteration 3F: 3 clusters Score -766233.9 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -766500.562500 Penalty: 4338.055664
	Iteration 4F: 3 clusters Score -766500.6 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -766710.500000 Penalty: 4338.055664
	Iteration 5Q: 3 clusters Score -766710.5 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -766883.000000 Penalty: 4338.055664
	Iteration 6Q: 3 clusters Score -766883 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -767026.687500 Penalty: 4338.055664
	Iteration 7Q: 3 clusters Score -767026.7 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -767144.500000 Penalty: 4338.055664
	Iteration 8Q: 3 clusters Score -767144.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -767248.375000 Penalty: 4338.055664
	Iteration 9Q: 3 clusters Score -767248.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -767363.000000 Penalty: 4338.055664
	Iteration 10Q: 3 clusters Score -767363 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -767497.312500 Penalty: 4338.055664
	Iteration 11Q: 3 clusters Score -767497.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -767630.187500 Penalty: 4338.055664
	Iteration 12Q: 3 clusters Score -767630.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -767799.375000 Penalty: 4338.055664
	Iteration 13Q: 3 clusters Score -767799.4 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -768068.250000 Penalty: 4338.055664
	Iteration 14Q: 3 clusters Score -768068.2 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -768497.625000 Penalty: 4338.055664
	Iteration 15F: 3 clusters Score -768497.6 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -769085.375000 Penalty: 4338.055664
	Iteration 16F: 3 clusters Score -769085.4 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -769640.625000 Penalty: 4338.055664
	Iteration 17F: 3 clusters Score -769640.6 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -770004.750000 Penalty: 4338.055664
	Iteration 18Q: 3 clusters Score -770004.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -770201.937500 Penalty: 4338.055664
	Iteration 19Q: 3 clusters Score -770201.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -770307.687500 Penalty: 4338.055664
	Iteration 20F: 3 clusters Score -770307.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -770410.625000 Penalty: 4338.055664
	Iteration 21Q: 3 clusters Score -770410.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -770538.500000 Penalty: 4338.055664
	Iteration 22Q: 3 clusters Score -770538.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -770666.062500 Penalty: 4338.055664
	Iteration 23Q: 3 clusters Score -770666.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -770757.562500 Penalty: 4338.055664
	Iteration 24Q: 3 clusters Score -770757.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -770798.187500 Penalty: 4338.055664
	Iteration 25Q: 3 clusters Score -770798.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -770817.562500 Penalty: 4338.055664
	Iteration 26Q: 3 clusters Score -770817.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -770835.437500 Penalty: 4338.055664
	Iteration 27Q: 3 clusters Score -770835.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -770848.750000 Penalty: 4338.055664
	Iteration 28Q: 3 clusters Score -770848.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -770857.750000 Penalty: 4338.055664
	Iteration 29Q: 3 clusters Score -770857.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -770873.312500 Penalty: 4338.055664
	Iteration 30Q: 3 clusters Score -770873.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -770888.312500 Penalty: 4338.055664
	Iteration 31Q: 3 clusters Score -770888.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -770898.062500 Penalty: 4338.055664
	Iteration 32Q: 3 clusters Score -770898.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -770905.250000 Penalty: 4338.055664
	Iteration 33Q: 3 clusters Score -770905.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -770907.000000 Penalty: 4338.055664
	Iteration 34Q: 3 clusters Score -770907 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -770908.937500 Penalty: 4338.055664
	Iteration 35Q: 3 clusters Score -770908.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -770912.625000 Penalty: 4338.055664
	Iteration 36Q: 3 clusters Score -770912.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -770912.562500 Penalty: 4338.055664
	Iteration 37Q: 3 clusters Score -770912.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -770912.875000 Penalty: 4338.055664
	Iteration 38Q: 3 clusters Score -770912.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -770912.875000 Penalty: 4338.055664
	Iteration 39F: 3 clusters Score -770912.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 15471 members 
Mstep: Class 3 contains 27347 members 
Mstep: Class 4 contains 38685 members 
Mstep: Class 5 contains 22127 members 
Mstep: Class 6 contains 10173 members 
Mstep: Class 7 contains 2549 members 
Mstep: Class 8 contains 46114 members 
Mstep: Class 9 contains 30685 members 
Mstep: Class 10 contains 12782 members 
Mstep: Class 11 contains 4419 members 
Mstep: Class 12 contains 225577 members 
Mstep: Class 13 contains 10710 members 
Mstep: Class 14 contains 6263 members 
Mstep: Class 15 contains 25016 members 
Mstep: Class 16 contains 8518 members 
Mstep: Class 17 contains 12333 members 
Mstep: Class 18 contains 10331 members 
Mstep: Class 19 contains 175666 members 
Mstep: Class 20 contains 42607 members 
Mstep: Class 21 contains 14001 members 
Mstep: Class 22 contains 636 members 
Mstep: Class 23 contains 10879 members 
Mstep: Class 24 contains 4160 members 
Mstep: Class 25 contains 6060 members 
Mstep: Class 26 contains 60651 members 
Mstep: Class 27 contains 9594 members 
Mstep: Class 28 contains 9706 members 
Mstep: Class 29 contains 5203 members 
Mstep: Class 30 contains 8715 members 
Mstep: Class 31 contains 1646 members 
Mstep: Class 32 contains 4389 members 
Mstep: Class 33 contains 2060 members 
Mstep: Class 34 contains 9008 members 
Mstep: Class 35 contains 201740 members 
Mstep: Class 36 contains 2744 members 
Mstep: Class 37 contains 37528 members 
Mstep: Class 38 contains 3087 members 
Mstep: Class 39 contains 1202 members 
Mstep: Class 40 contains 14216 members 
Mstep: Class 41 contains 27797 members 
Mstep: Class 42 contains 5225 members 
Mstep: Class 43 contains 12662 members 
Mstep: Class 44 contains 1580 members 
Mstep: Class 45 contains 3723 members 
Entering Unmasked Estep 
Score: -147456304.000000 Penalty: 156105.984375
Splitting cluster 1 changes total score from -147454880.000000 to -147456304.000000
So it's getting split into cluster 45.
Entering ConstructFrom: 
Trying to split cluster 2 (15471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15471 members 
Entering Unmasked Estep 
Score: -1956000.125000 Penalty: 2392.387207
	Iteration 0F: 2 clusters Score -1956000 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -1944856.750000 Penalty: 4784.774414
	Iteration 0F: 3 clusters Score -1944857 nChanged 6728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -1948458.000000 Penalty: 4784.774414
	Iteration 1F: 3 clusters Score -1948458 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -1948888.750000 Penalty: 4784.774414
	Iteration 2F: 3 clusters Score -1948889 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -1949233.125000 Penalty: 4784.774414
	Iteration 3F: 3 clusters Score -1949233 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -1949509.250000 Penalty: 4784.774414
	Iteration 4Q: 3 clusters Score -1949509 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -1949727.375000 Penalty: 4784.774414
	Iteration 5Q: 3 clusters Score -1949727 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -1949955.125000 Penalty: 4784.774414
	Iteration 6Q: 3 clusters Score -1949955 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -1950183.375000 Penalty: 4784.774414
	Iteration 7Q: 3 clusters Score -1950183 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -1950430.000000 Penalty: 4784.774414
	Iteration 8Q: 3 clusters Score -1950430 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -1950685.500000 Penalty: 4784.774414
	Iteration 9Q: 3 clusters Score -1950686 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -1950945.125000 Penalty: 4784.774414
	Iteration 10Q: 3 clusters Score -1950945 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -1951217.500000 Penalty: 4784.774414
	Iteration 11Q: 3 clusters Score -1951218 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -1951465.000000 Penalty: 4784.774414
	Iteration 12Q: 3 clusters Score -1951465 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -1951670.500000 Penalty: 4784.774414
	Iteration 13Q: 3 clusters Score -1951670 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -1951849.750000 Penalty: 4784.774414
	Iteration 14Q: 3 clusters Score -1951850 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -1952018.625000 Penalty: 4784.774414
	Iteration 15Q: 3 clusters Score -1952019 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -1952175.375000 Penalty: 4784.774414
	Iteration 16Q: 3 clusters Score -1952175 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -1952289.625000 Penalty: 4784.774414
	Iteration 17Q: 3 clusters Score -1952290 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -1952372.625000 Penalty: 4784.774414
	Iteration 18Q: 3 clusters Score -1952373 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -1952433.000000 Penalty: 4784.774414
	Iteration 19Q: 3 clusters Score -1952433 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -1952479.250000 Penalty: 4784.774414
	Iteration 20F: 3 clusters Score -1952479 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -1952509.000000 Penalty: 4784.774414
	Iteration 21Q: 3 clusters Score -1952509 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -1952529.625000 Penalty: 4784.774414
	Iteration 22Q: 3 clusters Score -1952530 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -1952557.250000 Penalty: 4784.774414
	Iteration 23Q: 3 clusters Score -1952557 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -1952575.875000 Penalty: 4784.774414
	Iteration 24Q: 3 clusters Score -1952576 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -1952589.250000 Penalty: 4784.774414
	Iteration 25Q: 3 clusters Score -1952589 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -1952607.250000 Penalty: 4784.774414
	Iteration 26Q: 3 clusters Score -1952607 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -1952628.250000 Penalty: 4784.774414
	Iteration 27Q: 3 clusters Score -1952628 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -1952654.375000 Penalty: 4784.774414
	Iteration 28Q: 3 clusters Score -1952654 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -1952674.625000 Penalty: 4784.774414
	Iteration 29Q: 3 clusters Score -1952675 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -1952697.250000 Penalty: 4784.774414
	Iteration 30Q: 3 clusters Score -1952697 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 8031 members 
Entering Unmasked Estep 
Score: -1952720.250000 Penalty: 4784.774414
	Iteration 31Q: 3 clusters Score -1952720 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -1952744.250000 Penalty: 4784.774414
	Iteration 32Q: 3 clusters Score -1952744 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -1952772.500000 Penalty: 4784.774414
	Iteration 33Q: 3 clusters Score -1952772 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -1952790.500000 Penalty: 4784.774414
	Iteration 34Q: 3 clusters Score -1952790 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -1952805.750000 Penalty: 4784.774414
	Iteration 35Q: 3 clusters Score -1952806 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -1952829.750000 Penalty: 4784.774414
	Iteration 36Q: 3 clusters Score -1952830 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -1952857.000000 Penalty: 4784.774414
	Iteration 37Q: 3 clusters Score -1952857 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -1952875.375000 Penalty: 4784.774414
	Iteration 38Q: 3 clusters Score -1952875 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -1952898.625000 Penalty: 4784.774414
	Iteration 39Q: 3 clusters Score -1952899 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -1952924.500000 Penalty: 4784.774414
	Iteration 40F: 3 clusters Score -1952924 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -1952952.125000 Penalty: 4784.774414
	Iteration 41Q: 3 clusters Score -1952952 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -1952977.500000 Penalty: 4784.774414
	Iteration 42Q: 3 clusters Score -1952978 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -1953005.000000 Penalty: 4784.774414
	Iteration 43Q: 3 clusters Score -1953005 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -1953054.375000 Penalty: 4784.774414
	Iteration 44Q: 3 clusters Score -1953054 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -1953091.875000 Penalty: 4784.774414
	Iteration 45Q: 3 clusters Score -1953092 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -1953123.875000 Penalty: 4784.774414
	Iteration 46Q: 3 clusters Score -1953124 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -1953160.500000 Penalty: 4784.774414
	Iteration 47Q: 3 clusters Score -1953160 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -1953196.000000 Penalty: 4784.774414
	Iteration 48Q: 3 clusters Score -1953196 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -1953224.750000 Penalty: 4784.774414
	Iteration 49Q: 3 clusters Score -1953225 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -1953243.250000 Penalty: 4784.774414
	Iteration 50Q: 3 clusters Score -1953243 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -1953263.875000 Penalty: 4784.774414
	Iteration 51Q: 3 clusters Score -1953264 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -1953277.375000 Penalty: 4784.774414
	Iteration 52Q: 3 clusters Score -1953277 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -1953288.375000 Penalty: 4784.774414
	Iteration 53Q: 3 clusters Score -1953288 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8953 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -1953302.625000 Penalty: 4784.774414
	Iteration 54Q: 3 clusters Score -1953303 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -1953309.000000 Penalty: 4784.774414
	Iteration 55Q: 3 clusters Score -1953309 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -1953316.875000 Penalty: 4784.774414
	Iteration 56Q: 3 clusters Score -1953317 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -1953324.625000 Penalty: 4784.774414
	Iteration 57Q: 3 clusters Score -1953325 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -1953330.750000 Penalty: 4784.774414
	Iteration 58Q: 3 clusters Score -1953331 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9146 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -1953335.250000 Penalty: 4784.774414
	Iteration 59Q: 3 clusters Score -1953335 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -1953345.875000 Penalty: 4784.774414
	Iteration 60F: 3 clusters Score -1953346 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -1953345.000000 Penalty: 4784.774414
	Iteration 61Q: 3 clusters Score -1953345 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -1953353.875000 Penalty: 4784.774414
	Iteration 62Q: 3 clusters Score -1953354 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -1953357.375000 Penalty: 4784.774414
	Iteration 63Q: 3 clusters Score -1953357 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -1953355.625000 Penalty: 4784.774414
	Iteration 64Q: 3 clusters Score -1953356 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9278 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -1953357.875000 Penalty: 4784.774414
	Iteration 65Q: 3 clusters Score -1953358 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -1953358.125000 Penalty: 4784.774414
	Iteration 66Q: 3 clusters Score -1953358 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -1953364.375000 Penalty: 4784.774414
	Iteration 67Q: 3 clusters Score -1953364 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -1953365.375000 Penalty: 4784.774414
	Iteration 68Q: 3 clusters Score -1953365 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -1953365.875000 Penalty: 4784.774414
	Iteration 69Q: 3 clusters Score -1953366 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -1953367.500000 Penalty: 4784.774414
	Iteration 70Q: 3 clusters Score -1953368 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -1953371.625000 Penalty: 4784.774414
	Iteration 71Q: 3 clusters Score -1953372 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -1953374.625000 Penalty: 4784.774414
	Iteration 72Q: 3 clusters Score -1953375 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -1953375.875000 Penalty: 4784.774414
	Iteration 73Q: 3 clusters Score -1953376 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -1953379.875000 Penalty: 4784.774414
	Iteration 74Q: 3 clusters Score -1953380 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9515 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -1953385.000000 Penalty: 4784.774414
	Iteration 75Q: 3 clusters Score -1953385 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -1953395.500000 Penalty: 4784.774414
	Iteration 76Q: 3 clusters Score -1953396 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9561 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -1953397.000000 Penalty: 4784.774414
	Iteration 77Q: 3 clusters Score -1953397 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -1953395.125000 Penalty: 4784.774414
	Iteration 78Q: 3 clusters Score -1953395 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -1953396.500000 Penalty: 4784.774414
	Iteration 79Q: 3 clusters Score -1953396 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9607 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -1953405.500000 Penalty: 4784.774414
	Iteration 80F: 3 clusters Score -1953406 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -1953403.625000 Penalty: 4784.774414
	Iteration 81Q: 3 clusters Score -1953404 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -1953405.000000 Penalty: 4784.774414
	Iteration 82Q: 3 clusters Score -1953405 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -1953407.500000 Penalty: 4784.774414
	Iteration 83Q: 3 clusters Score -1953408 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -1953402.875000 Penalty: 4784.774414
	Iteration 84Q: 3 clusters Score -1953403 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -1953405.250000 Penalty: 4784.774414
	Iteration 85Q: 3 clusters Score -1953405 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -1953406.500000 Penalty: 4784.774414
	Iteration 86Q: 3 clusters Score -1953406 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9688 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -1953410.750000 Penalty: 4784.774414
	Iteration 87Q: 3 clusters Score -1953411 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -1953411.500000 Penalty: 4784.774414
	Iteration 88Q: 3 clusters Score -1953412 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9703 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -1953411.875000 Penalty: 4784.774414
	Iteration 89Q: 3 clusters Score -1953412 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -1953409.750000 Penalty: 4784.774414
	Iteration 90Q: 3 clusters Score -1953410 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -1953409.750000 Penalty: 4784.774414
	Iteration 91F: 3 clusters Score -1953410 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (27347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27347 members 
Entering Unmasked Estep 
Score: -3480008.500000 Penalty: 2533.657715
	Iteration 0F: 2 clusters Score -3480008 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13775 members 
Mstep: Class 2 contains 13572 members 
Entering Unmasked Estep 
Score: -3461167.500000 Penalty: 5067.315430
	Iteration 0F: 3 clusters Score -3461168 nChanged 12204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14139 members 
Mstep: Class 2 contains 13208 members 
Entering Unmasked Estep 
Score: -3468050.250000 Penalty: 5067.315430
	Iteration 1F: 3 clusters Score -3468050 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14247 members 
Mstep: Class 2 contains 13100 members 
Entering Unmasked Estep 
Score: -3468847.750000 Penalty: 5067.315430
	Iteration 2F: 3 clusters Score -3468848 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14375 members 
Mstep: Class 2 contains 12972 members 
Entering Unmasked Estep 
Score: -3469744.750000 Penalty: 5067.315430
	Iteration 3F: 3 clusters Score -3469745 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14568 members 
Mstep: Class 2 contains 12779 members 
Entering Unmasked Estep 
Score: -3470558.000000 Penalty: 5067.315430
	Iteration 4F: 3 clusters Score -3470558 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14797 members 
Mstep: Class 2 contains 12550 members 
Entering Unmasked Estep 
Score: -3471282.000000 Penalty: 5067.315430
	Iteration 5F: 3 clusters Score -3471282 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15033 members 
Mstep: Class 2 contains 12314 members 
Entering Unmasked Estep 
Score: -3471938.250000 Penalty: 5067.315430
	Iteration 6Q: 3 clusters Score -3471938 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15367 members 
Mstep: Class 2 contains 11980 members 
Entering Unmasked Estep 
Score: -3472597.500000 Penalty: 5067.315430
	Iteration 7Q: 3 clusters Score -3472598 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15780 members 
Mstep: Class 2 contains 11567 members 
Entering Unmasked Estep 
Score: -3473138.250000 Penalty: 5067.315430
	Iteration 8Q: 3 clusters Score -3473138 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16256 members 
Mstep: Class 2 contains 11091 members 
Entering Unmasked Estep 
Score: -3473659.250000 Penalty: 5067.315430
	Iteration 9Q: 3 clusters Score -3473659 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16704 members 
Mstep: Class 2 contains 10643 members 
Entering Unmasked Estep 
Score: -3474110.000000 Penalty: 5067.315430
	Iteration 10Q: 3 clusters Score -3474110 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17173 members 
Mstep: Class 2 contains 10174 members 
Entering Unmasked Estep 
Score: -3474515.000000 Penalty: 5067.315430
	Iteration 11Q: 3 clusters Score -3474515 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17614 members 
Mstep: Class 2 contains 9733 members 
Entering Unmasked Estep 
Score: -3474841.750000 Penalty: 5067.315430
	Iteration 12Q: 3 clusters Score -3474842 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18015 members 
Mstep: Class 2 contains 9332 members 
Entering Unmasked Estep 
Score: -3475103.000000 Penalty: 5067.315430
	Iteration 13Q: 3 clusters Score -3475103 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18413 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -3475340.500000 Penalty: 5067.315430
	Iteration 14Q: 3 clusters Score -3475340 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18767 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -3475561.250000 Penalty: 5067.315430
	Iteration 15Q: 3 clusters Score -3475561 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19085 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -3475747.500000 Penalty: 5067.315430
	Iteration 16Q: 3 clusters Score -3475748 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19400 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -3475924.750000 Penalty: 5067.315430
	Iteration 17Q: 3 clusters Score -3475925 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19723 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -3476191.000000 Penalty: 5067.315430
	Iteration 18Q: 3 clusters Score -3476191 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20051 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -3476483.250000 Penalty: 5067.315430
	Iteration 19Q: 3 clusters Score -3476483 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20369 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -3476823.250000 Penalty: 5067.315430
	Iteration 20F: 3 clusters Score -3476823 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20674 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -3477105.750000 Penalty: 5067.315430
	Iteration 21Q: 3 clusters Score -3477106 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20919 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -3477281.500000 Penalty: 5067.315430
	Iteration 22Q: 3 clusters Score -3477282 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21152 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -3477381.750000 Penalty: 5067.315430
	Iteration 23Q: 3 clusters Score -3477382 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21367 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -3477463.250000 Penalty: 5067.315430
	Iteration 24Q: 3 clusters Score -3477463 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21571 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -3477520.250000 Penalty: 5067.315430
	Iteration 25Q: 3 clusters Score -3477520 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21723 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -3477564.250000 Penalty: 5067.315430
	Iteration 26Q: 3 clusters Score -3477564 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21845 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -3477584.250000 Penalty: 5067.315430
	Iteration 27Q: 3 clusters Score -3477584 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21971 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -3477618.500000 Penalty: 5067.315430
	Iteration 28Q: 3 clusters Score -3477618 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22090 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -3477639.250000 Penalty: 5067.315430
	Iteration 29Q: 3 clusters Score -3477639 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22196 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -3477661.750000 Penalty: 5067.315430
	Iteration 30Q: 3 clusters Score -3477662 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22302 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -3477673.750000 Penalty: 5067.315430
	Iteration 31Q: 3 clusters Score -3477674 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22400 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -3477704.750000 Penalty: 5067.315430
	Iteration 32Q: 3 clusters Score -3477705 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22496 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -3477728.000000 Penalty: 5067.315430
	Iteration 33Q: 3 clusters Score -3477728 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22591 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -3477735.750000 Penalty: 5067.315430
	Iteration 34Q: 3 clusters Score -3477736 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22684 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -3477755.500000 Penalty: 5067.315430
	Iteration 35Q: 3 clusters Score -3477756 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22781 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -3477772.500000 Penalty: 5067.315430
	Iteration 36Q: 3 clusters Score -3477772 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22888 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -3477800.250000 Penalty: 5067.315430
	Iteration 37Q: 3 clusters Score -3477800 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23003 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -3477829.500000 Penalty: 5067.315430
	Iteration 38Q: 3 clusters Score -3477830 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23117 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -3477878.250000 Penalty: 5067.315430
	Iteration 39Q: 3 clusters Score -3477878 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23230 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -3477910.500000 Penalty: 5067.315430
	Iteration 40F: 3 clusters Score -3477910 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23336 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -3477938.750000 Penalty: 5067.315430
	Iteration 41Q: 3 clusters Score -3477939 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23442 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -3477961.000000 Penalty: 5067.315430
	Iteration 42Q: 3 clusters Score -3477961 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23545 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -3478002.750000 Penalty: 5067.315430
	Iteration 43Q: 3 clusters Score -3478003 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23654 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -3478039.750000 Penalty: 5067.315430
	Iteration 44Q: 3 clusters Score -3478040 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23763 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -3478071.250000 Penalty: 5067.315430
	Iteration 45Q: 3 clusters Score -3478071 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23863 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -3478092.500000 Penalty: 5067.315430
	Iteration 46Q: 3 clusters Score -3478092 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23955 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -3478117.500000 Penalty: 5067.315430
	Iteration 47Q: 3 clusters Score -3478118 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24037 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -3478135.500000 Penalty: 5067.315430
	Iteration 48Q: 3 clusters Score -3478136 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24119 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -3478163.500000 Penalty: 5067.315430
	Iteration 49Q: 3 clusters Score -3478164 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24203 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -3478188.000000 Penalty: 5067.315430
	Iteration 50Q: 3 clusters Score -3478188 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24283 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -3478218.000000 Penalty: 5067.315430
	Iteration 51Q: 3 clusters Score -3478218 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24361 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -3478236.000000 Penalty: 5067.315430
	Iteration 52Q: 3 clusters Score -3478236 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24441 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -3478254.500000 Penalty: 5067.315430
	Iteration 53Q: 3 clusters Score -3478254 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24502 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -3478272.500000 Penalty: 5067.315430
	Iteration 54Q: 3 clusters Score -3478272 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24568 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -3478301.000000 Penalty: 5067.315430
	Iteration 55Q: 3 clusters Score -3478301 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24636 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -3478319.000000 Penalty: 5067.315430
	Iteration 56Q: 3 clusters Score -3478319 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24698 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -3478340.250000 Penalty: 5067.315430
	Iteration 57Q: 3 clusters Score -3478340 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24775 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -3478358.750000 Penalty: 5067.315430
	Iteration 58Q: 3 clusters Score -3478359 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24840 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -3478382.250000 Penalty: 5067.315430
	Iteration 59Q: 3 clusters Score -3478382 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24907 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -3478403.750000 Penalty: 5067.315430
	Iteration 60F: 3 clusters Score -3478404 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24967 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -3478430.500000 Penalty: 5067.315430
	Iteration 61Q: 3 clusters Score -3478430 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25010 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -3478443.750000 Penalty: 5067.315430
	Iteration 62Q: 3 clusters Score -3478444 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25049 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -3478451.000000 Penalty: 5067.315430
	Iteration 63Q: 3 clusters Score -3478451 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25092 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -3478465.000000 Penalty: 5067.315430
	Iteration 64Q: 3 clusters Score -3478465 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25136 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -3478479.000000 Penalty: 5067.315430
	Iteration 65Q: 3 clusters Score -3478479 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25176 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -3478493.500000 Penalty: 5067.315430
	Iteration 66Q: 3 clusters Score -3478494 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25225 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -3478514.000000 Penalty: 5067.315430
	Iteration 67Q: 3 clusters Score -3478514 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25264 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -3478534.000000 Penalty: 5067.315430
	Iteration 68Q: 3 clusters Score -3478534 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25306 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -3478561.000000 Penalty: 5067.315430
	Iteration 69Q: 3 clusters Score -3478561 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25356 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -3478576.250000 Penalty: 5067.315430
	Iteration 70Q: 3 clusters Score -3478576 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25403 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -3478583.500000 Penalty: 5067.315430
	Iteration 71Q: 3 clusters Score -3478584 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25441 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -3478597.750000 Penalty: 5067.315430
	Iteration 72Q: 3 clusters Score -3478598 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25473 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -3478607.500000 Penalty: 5067.315430
	Iteration 73Q: 3 clusters Score -3478608 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25507 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -3478627.000000 Penalty: 5067.315430
	Iteration 74Q: 3 clusters Score -3478627 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25532 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -3478634.500000 Penalty: 5067.315430
	Iteration 75Q: 3 clusters Score -3478634 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25554 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -3478650.750000 Penalty: 5067.315430
	Iteration 76Q: 3 clusters Score -3478651 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25569 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -3478657.250000 Penalty: 5067.315430
	Iteration 77Q: 3 clusters Score -3478657 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25579 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -3478664.750000 Penalty: 5067.315430
	Iteration 78Q: 3 clusters Score -3478665 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25595 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -3478677.000000 Penalty: 5067.315430
	Iteration 79Q: 3 clusters Score -3478677 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25611 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -3478684.500000 Penalty: 5067.315430
	Iteration 80F: 3 clusters Score -3478684 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25627 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -3478690.250000 Penalty: 5067.315430
	Iteration 81Q: 3 clusters Score -3478690 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25637 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -3478699.750000 Penalty: 5067.315430
	Iteration 82Q: 3 clusters Score -3478700 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25653 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -3478703.750000 Penalty: 5067.315430
	Iteration 83Q: 3 clusters Score -3478704 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25670 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -3478715.500000 Penalty: 5067.315430
	Iteration 84Q: 3 clusters Score -3478716 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25684 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -3478708.000000 Penalty: 5067.315430
	Iteration 85Q: 3 clusters Score -3478708 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25694 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -3478706.500000 Penalty: 5067.315430
	Iteration 86Q: 3 clusters Score -3478706 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25701 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -3478711.250000 Penalty: 5067.315430
	Iteration 87Q: 3 clusters Score -3478711 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25705 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -3478715.000000 Penalty: 5067.315430
	Iteration 88Q: 3 clusters Score -3478715 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25708 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -3478714.000000 Penalty: 5067.315430
	Iteration 89Q: 3 clusters Score -3478714 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25713 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -3478718.250000 Penalty: 5067.315430
	Iteration 90Q: 3 clusters Score -3478718 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25721 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -3478720.500000 Penalty: 5067.315430
	Iteration 91Q: 3 clusters Score -3478720 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25734 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -3478725.000000 Penalty: 5067.315430
	Iteration 92Q: 3 clusters Score -3478725 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25743 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -3478728.000000 Penalty: 5067.315430
	Iteration 93Q: 3 clusters Score -3478728 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25752 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -3478728.750000 Penalty: 5067.315430
	Iteration 94Q: 3 clusters Score -3478729 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25761 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -3478734.500000 Penalty: 5067.315430
	Iteration 95Q: 3 clusters Score -3478734 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25765 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -3478741.500000 Penalty: 5067.315430
	Iteration 96Q: 3 clusters Score -3478742 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25780 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -3478751.500000 Penalty: 5067.315430
	Iteration 97Q: 3 clusters Score -3478752 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25802 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -3478760.750000 Penalty: 5067.315430
	Iteration 98Q: 3 clusters Score -3478761 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25829 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -3478771.000000 Penalty: 5067.315430
	Iteration 99Q: 3 clusters Score -3478771 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25844 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -3478769.500000 Penalty: 5067.315430
	Iteration 100F: 3 clusters Score -3478770 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25860 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -3478778.750000 Penalty: 5067.315430
	Iteration 101Q: 3 clusters Score -3478779 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25866 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -3478783.000000 Penalty: 5067.315430
	Iteration 102Q: 3 clusters Score -3478783 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25873 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -3478788.000000 Penalty: 5067.315430
	Iteration 103Q: 3 clusters Score -3478788 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25877 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -3478792.500000 Penalty: 5067.315430
	Iteration 104Q: 3 clusters Score -3478792 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25885 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -3478798.250000 Penalty: 5067.315430
	Iteration 105Q: 3 clusters Score -3478798 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25898 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -3478818.250000 Penalty: 5067.315430
	Iteration 106Q: 3 clusters Score -3478818 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25915 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -3478830.000000 Penalty: 5067.315430
	Iteration 107Q: 3 clusters Score -3478830 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25929 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -3478835.000000 Penalty: 5067.315430
	Iteration 108Q: 3 clusters Score -3478835 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25941 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -3478836.250000 Penalty: 5067.315430
	Iteration 109Q: 3 clusters Score -3478836 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25949 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -3478842.500000 Penalty: 5067.315430
	Iteration 110Q: 3 clusters Score -3478842 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25957 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -3478845.000000 Penalty: 5067.315430
	Iteration 111Q: 3 clusters Score -3478845 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25961 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -3478850.750000 Penalty: 5067.315430
	Iteration 112Q: 3 clusters Score -3478851 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25964 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -3478851.750000 Penalty: 5067.315430
	Iteration 113Q: 3 clusters Score -3478852 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25967 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -3478852.250000 Penalty: 5067.315430
	Iteration 114Q: 3 clusters Score -3478852 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25968 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -3478854.000000 Penalty: 5067.315430
	Iteration 115Q: 3 clusters Score -3478854 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25968 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -3478854.000000 Penalty: 5067.315430
	Iteration 116F: 3 clusters Score -3478854 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (38685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38685 members 
Entering Unmasked Estep 
Score: -4868988.500000 Penalty: 2619.675537
	Iteration 0F: 2 clusters Score -4868988 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19384 members 
Mstep: Class 2 contains 19301 members 
Entering Unmasked Estep 
Score: -4842766.000000 Penalty: 5239.351074
	Iteration 0F: 3 clusters Score -4842766 nChanged 17571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19469 members 
Mstep: Class 2 contains 19216 members 
Entering Unmasked Estep 
Score: -4852498.500000 Penalty: 5239.351074
	Iteration 1F: 3 clusters Score -4852498 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19424 members 
Mstep: Class 2 contains 19261 members 
Entering Unmasked Estep 
Score: -4853161.000000 Penalty: 5239.351074
	Iteration 2Q: 3 clusters Score -4853161 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19409 members 
Mstep: Class 2 contains 19276 members 
Entering Unmasked Estep 
Score: -4853805.500000 Penalty: 5239.351074
	Iteration 3Q: 3 clusters Score -4853806 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19341 members 
Mstep: Class 2 contains 19344 members 
Entering Unmasked Estep 
Score: -4854597.000000 Penalty: 5239.351074
	Iteration 4Q: 3 clusters Score -4854597 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19264 members 
Mstep: Class 2 contains 19421 members 
Entering Unmasked Estep 
Score: -4855528.500000 Penalty: 5239.351074
	Iteration 5Q: 3 clusters Score -4855528 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19060 members 
Mstep: Class 2 contains 19625 members 
Entering Unmasked Estep 
Score: -4856483.500000 Penalty: 5239.351074
	Iteration 6F: 3 clusters Score -4856484 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18708 members 
Mstep: Class 2 contains 19977 members 
Entering Unmasked Estep 
Score: -4857490.000000 Penalty: 5239.351074
	Iteration 7F: 3 clusters Score -4857490 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18240 members 
Mstep: Class 2 contains 20445 members 
Entering Unmasked Estep 
Score: -4858439.500000 Penalty: 5239.351074
	Iteration 8Q: 3 clusters Score -4858440 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17707 members 
Mstep: Class 2 contains 20978 members 
Entering Unmasked Estep 
Score: -4859359.000000 Penalty: 5239.351074
	Iteration 9Q: 3 clusters Score -4859359 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17137 members 
Mstep: Class 2 contains 21548 members 
Entering Unmasked Estep 
Score: -4860297.500000 Penalty: 5239.351074
	Iteration 10Q: 3 clusters Score -4860298 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16518 members 
Mstep: Class 2 contains 22167 members 
Entering Unmasked Estep 
Score: -4861282.500000 Penalty: 5239.351074
	Iteration 11Q: 3 clusters Score -4861282 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15877 members 
Mstep: Class 2 contains 22808 members 
Entering Unmasked Estep 
Score: -4862214.000000 Penalty: 5239.351074
	Iteration 12Q: 3 clusters Score -4862214 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15189 members 
Mstep: Class 2 contains 23496 members 
Entering Unmasked Estep 
Score: -4862983.500000 Penalty: 5239.351074
	Iteration 13Q: 3 clusters Score -4862984 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14556 members 
Mstep: Class 2 contains 24129 members 
Entering Unmasked Estep 
Score: -4863556.000000 Penalty: 5239.351074
	Iteration 14Q: 3 clusters Score -4863556 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13940 members 
Mstep: Class 2 contains 24745 members 
Entering Unmasked Estep 
Score: -4864008.500000 Penalty: 5239.351074
	Iteration 15Q: 3 clusters Score -4864008 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13357 members 
Mstep: Class 2 contains 25328 members 
Entering Unmasked Estep 
Score: -4864341.500000 Penalty: 5239.351074
	Iteration 16Q: 3 clusters Score -4864342 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12793 members 
Mstep: Class 2 contains 25892 members 
Entering Unmasked Estep 
Score: -4864642.000000 Penalty: 5239.351074
	Iteration 17Q: 3 clusters Score -4864642 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12246 members 
Mstep: Class 2 contains 26439 members 
Entering Unmasked Estep 
Score: -4864940.000000 Penalty: 5239.351074
	Iteration 18Q: 3 clusters Score -4864940 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11733 members 
Mstep: Class 2 contains 26952 members 
Entering Unmasked Estep 
Score: -4865243.000000 Penalty: 5239.351074
	Iteration 19Q: 3 clusters Score -4865243 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11286 members 
Mstep: Class 2 contains 27399 members 
Entering Unmasked Estep 
Score: -4865472.000000 Penalty: 5239.351074
	Iteration 20F: 3 clusters Score -4865472 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10882 members 
Mstep: Class 2 contains 27803 members 
Entering Unmasked Estep 
Score: -4865662.500000 Penalty: 5239.351074
	Iteration 21Q: 3 clusters Score -4865662 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10520 members 
Mstep: Class 2 contains 28165 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -4865838 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10190 members 
Mstep: Class 2 contains 28495 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -4865984 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9878 members 
Mstep: Class 2 contains 28807 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -4866104 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9607 members 
Mstep: Class 2 contains 29078 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -4866201 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 29315 members 
Entering Unmasked Estep 
Score: -4866269.500000 Penalty: 5239.351074
	Iteration 26Q: 3 clusters Score -4866270 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 29544 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -4866338 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 29761 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -4866427 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 29970 members 
Entering Unmasked Estep 
Score: -4866449.500000 Penalty: 5239.351074
	Iteration 29Q: 3 clusters Score -4866450 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 30152 members 
Entering Unmasked Estep 
Score: -4866504.500000 Penalty: 5239.351074
	Iteration 30Q: 3 clusters Score -4866504 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 30309 members 
Entering Unmasked Estep 
Score: -4866541.500000 Penalty: 5239.351074
	Iteration 31Q: 3 clusters Score -4866542 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 30467 members 
Entering Unmasked Estep 
Score: -4866559.000000 Penalty: 5239.351074
	Iteration 32Q: 3 clusters Score -4866559 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 30616 members 
Entering Unmasked Estep 
Score: -4866591.500000 Penalty: 5239.351074
	Iteration 33Q: 3 clusters Score -4866592 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 30741 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -4866592 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 30865 members 
Entering Unmasked Estep 
Score: -4866606.500000 Penalty: 5239.351074
	Iteration 35Q: 3 clusters Score -4866606 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 30981 members 
Entering Unmasked Estep 
Score: -4866642.500000 Penalty: 5239.351074
	Iteration 36Q: 3 clusters Score -4866642 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 31078 members 
Entering Unmasked Estep 
Score: -4866651.500000 Penalty: 5239.351074
	Iteration 37Q: 3 clusters Score -4866652 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 31161 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -4866666 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 31244 members 
Entering Unmasked Estep 
Score: -4866668.000000 Penalty: 5239.351074
	Iteration 39Q: 3 clusters Score -4866668 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 31326 members 
Entering Unmasked Estep 
Score: -4866690.500000 Penalty: 5239.351074
	Iteration 40F: 3 clusters Score -4866690 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 31410 members 
Entering Unmasked Estep 
Score: -4866712.500000 Penalty: 5239.351074
	Iteration 41Q: 3 clusters Score -4866712 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 31500 members 
Entering Unmasked Estep 
Score: -4866729.000000 Penalty: 5239.351074
	Iteration 42Q: 3 clusters Score -4866729 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 31582 members 
Entering Unmasked Estep 
Score: -4866748.500000 Penalty: 5239.351074
	Iteration 43Q: 3 clusters Score -4866748 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 31669 members 
Entering Unmasked Estep 
Score: -4866745.500000 Penalty: 5239.351074
	Iteration 44Q: 3 clusters Score -4866746 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 31753 members 
Entering Unmasked Estep 
Score: -4866755.000000 Penalty: 5239.351074
	Iteration 45Q: 3 clusters Score -4866755 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 31832 members 
Entering Unmasked Estep 
Score: -4866768.500000 Penalty: 5239.351074
	Iteration 46Q: 3 clusters Score -4866768 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 31913 members 
Entering Unmasked Estep 
Score: -4866781.000000 Penalty: 5239.351074
	Iteration 47Q: 3 clusters Score -4866781 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 31974 members 
Entering Unmasked Estep 
Score: -4866785.000000 Penalty: 5239.351074
	Iteration 48Q: 3 clusters Score -4866785 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 32022 members 
Entering Unmasked Estep 
Score: -4866783.500000 Penalty: 5239.351074
	Iteration 49Q: 3 clusters Score -4866784 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 32082 members 
Entering Unmasked Estep 
Score: -4866811.500000 Penalty: 5239.351074
	Iteration 50Q: 3 clusters Score -4866812 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 32128 members 
Entering Unmasked Estep 
Score: -4866830.500000 Penalty: 5239.351074
	Iteration 51Q: 3 clusters Score -4866830 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 32182 members 
Entering Unmasked Estep 
Score: -4866821.500000 Penalty: 5239.351074
	Iteration 52Q: 3 clusters Score -4866822 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 32233 members 
Entering Unmasked Estep 
Score: -4866825.500000 Penalty: 5239.351074
	Iteration 53Q: 3 clusters Score -4866826 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 32294 members 
Entering Unmasked Estep 
Score: -4866844.500000 Penalty: 5239.351074
	Iteration 54Q: 3 clusters Score -4866844 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 32350 members 
Entering Unmasked Estep 
Score: -4866852.000000 Penalty: 5239.351074
	Iteration 55Q: 3 clusters Score -4866852 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 32388 members 
Entering Unmasked Estep 
Score: -4866858.000000 Penalty: 5239.351074
	Iteration 56Q: 3 clusters Score -4866858 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 32439 members 
Entering Unmasked Estep 
Score: -4866866.000000 Penalty: 5239.351074
	Iteration 57Q: 3 clusters Score -4866866 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 32488 members 
Entering Unmasked Estep 
Score: -4866874.500000 Penalty: 5239.351074
	Iteration 58Q: 3 clusters Score -4866874 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 32528 members 
Entering Unmasked Estep 
Score: -4866879.500000 Penalty: 5239.351074
	Iteration 59Q: 3 clusters Score -4866880 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 32575 members 
Entering Unmasked Estep 
Score: -4866892.000000 Penalty: 5239.351074
	Iteration 60F: 3 clusters Score -4866892 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 32634 members 
Entering Unmasked Estep 
Score: -4866892.500000 Penalty: 5239.351074
	Iteration 61Q: 3 clusters Score -4866892 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 32680 members 
Entering Unmasked Estep 
Score: -4866904.000000 Penalty: 5239.351074
	Iteration 62Q: 3 clusters Score -4866904 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 32718 members 
Entering Unmasked Estep 
Score: -4866892.500000 Penalty: 5239.351074
	Iteration 63Q: 3 clusters Score -4866892 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 32747 members 
Entering Unmasked Estep 
Score: -4866886.500000 Penalty: 5239.351074
	Iteration 64Q: 3 clusters Score -4866886 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 32777 members 
Entering Unmasked Estep 
Score: -4866894.000000 Penalty: 5239.351074
	Iteration 65Q: 3 clusters Score -4866894 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 32810 members 
Entering Unmasked Estep 
Score: -4866901.000000 Penalty: 5239.351074
	Iteration 66Q: 3 clusters Score -4866901 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 32853 members 
Entering Unmasked Estep 
Score: -4866911.000000 Penalty: 5239.351074
	Iteration 67Q: 3 clusters Score -4866911 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 32901 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -4866911 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 32944 members 
Entering Unmasked Estep 
Score: -4866910.000000 Penalty: 5239.351074
	Iteration 69Q: 3 clusters Score -4866910 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 32979 members 
Entering Unmasked Estep 
Score: -4866914.000000 Penalty: 5239.351074
	Iteration 70Q: 3 clusters Score -4866914 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 33014 members 
Entering Unmasked Estep 
Score: -4866915.000000 Penalty: 5239.351074
	Iteration 71Q: 3 clusters Score -4866915 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 33038 members 
Entering Unmasked Estep 
Score: -4866917.500000 Penalty: 5239.351074
	Iteration 72Q: 3 clusters Score -4866918 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 33072 members 
Entering Unmasked Estep 
Score: -4866926.500000 Penalty: 5239.351074
	Iteration 73Q: 3 clusters Score -4866926 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 33113 members 
Entering Unmasked Estep 
Score: -4866928.000000 Penalty: 5239.351074
	Iteration 74Q: 3 clusters Score -4866928 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 33154 members 
Entering Unmasked Estep 
Score: -4866947.500000 Penalty: 5239.351074
	Iteration 75Q: 3 clusters Score -4866948 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 33189 members 
Entering Unmasked Estep 
Score: -4866944.000000 Penalty: 5239.351074
	Iteration 76Q: 3 clusters Score -4866944 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 33223 members 
Entering Unmasked Estep 
Score: -4866959.500000 Penalty: 5239.351074
	Iteration 77Q: 3 clusters Score -4866960 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 33259 members 
Entering Unmasked Estep 
Score: -4866963.500000 Penalty: 5239.351074
	Iteration 78Q: 3 clusters Score -4866964 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 33291 members 
Entering Unmasked Estep 
Score: -4866972.500000 Penalty: 5239.351074
	Iteration 79Q: 3 clusters Score -4866972 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 33321 members 
Entering Unmasked Estep 
Score: -4866977.500000 Penalty: 5239.351074
	Iteration 80F: 3 clusters Score -4866978 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 33358 members 
Entering Unmasked Estep 
Score: -4866982.000000 Penalty: 5239.351074
	Iteration 81Q: 3 clusters Score -4866982 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 33398 members 
Entering Unmasked Estep 
Score: -4866975.500000 Penalty: 5239.351074
	Iteration 82Q: 3 clusters Score -4866976 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 33446 members 
Entering Unmasked Estep 
Score: -4866970.500000 Penalty: 5239.351074
	Iteration 83Q: 3 clusters Score -4866970 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 33504 members 
Entering Unmasked Estep 
Score: -4866973.000000 Penalty: 5239.351074
	Iteration 84Q: 3 clusters Score -4866973 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 33547 members 
Entering Unmasked Estep 
Score: -4866980.000000 Penalty: 5239.351074
	Iteration 85Q: 3 clusters Score -4866980 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 33585 members 
Entering Unmasked Estep 
Score: -4866992.000000 Penalty: 5239.351074
	Iteration 86Q: 3 clusters Score -4866992 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 33630 members 
Entering Unmasked Estep 
Score: -4867002.500000 Penalty: 5239.351074
	Iteration 87Q: 3 clusters Score -4867002 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 33673 members 
Entering Unmasked Estep 
Score: -4867008.500000 Penalty: 5239.351074
	Iteration 88Q: 3 clusters Score -4867008 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 33717 members 
Entering Unmasked Estep 
Score: -4867031.500000 Penalty: 5239.351074
	Iteration 89Q: 3 clusters Score -4867032 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 33762 members 
Entering Unmasked Estep 
Score: -4867027.000000 Penalty: 5239.351074
	Iteration 90Q: 3 clusters Score -4867027 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 33801 members 
Entering Unmasked Estep 
Score: -4867023.000000 Penalty: 5239.351074
	Iteration 91Q: 3 clusters Score -4867023 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 33836 members 
Entering Unmasked Estep 
Score: -4867039.000000 Penalty: 5239.351074
	Iteration 92Q: 3 clusters Score -4867039 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 33879 members 
Entering Unmasked Estep 
Score: -4867040.000000 Penalty: 5239.351074
	Iteration 93Q: 3 clusters Score -4867040 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 33926 members 
Entering Unmasked Estep 
Score: -4867053.000000 Penalty: 5239.351074
	Iteration 94Q: 3 clusters Score -4867053 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 33973 members 
Entering Unmasked Estep 
Score: -4867071.500000 Penalty: 5239.351074
	Iteration 95Q: 3 clusters Score -4867072 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 34006 members 
Entering Unmasked Estep 
Score: -4867064.000000 Penalty: 5239.351074
	Iteration 96Q: 3 clusters Score -4867064 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 34038 members 
Entering Unmasked Estep 
Score: -4867059.500000 Penalty: 5239.351074
	Iteration 97Q: 3 clusters Score -4867060 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 34070 members 
Entering Unmasked Estep 
Score: -4867062.000000 Penalty: 5239.351074
	Iteration 98Q: 3 clusters Score -4867062 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 34099 members 
Entering Unmasked Estep 
Score: -4867076.000000 Penalty: 5239.351074
	Iteration 99Q: 3 clusters Score -4867076 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 34132 members 
Entering Unmasked Estep 
Score: -4867091.500000 Penalty: 5239.351074
	Iteration 100F: 3 clusters Score -4867092 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 34161 members 
Entering Unmasked Estep 
Score: -4867092.500000 Penalty: 5239.351074
	Iteration 101Q: 3 clusters Score -4867092 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 34183 members 
Entering Unmasked Estep 
Score: -4867097.000000 Penalty: 5239.351074
	Iteration 102Q: 3 clusters Score -4867097 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 34207 members 
Entering Unmasked Estep 
Score: -4867099.000000 Penalty: 5239.351074
	Iteration 103Q: 3 clusters Score -4867099 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 34240 members 
Entering Unmasked Estep 
Score: -4867110.000000 Penalty: 5239.351074
	Iteration 104Q: 3 clusters Score -4867110 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 34260 members 
Entering Unmasked Estep 
Score: -4867108.000000 Penalty: 5239.351074
	Iteration 105Q: 3 clusters Score -4867108 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 34272 members 
Entering Unmasked Estep 
Score: -4867099.500000 Penalty: 5239.351074
	Iteration 106Q: 3 clusters Score -4867100 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 34278 members 
Entering Unmasked Estep 
Score: -4867095.000000 Penalty: 5239.351074
	Iteration 107Q: 3 clusters Score -4867095 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 34284 members 
Entering Unmasked Estep 
Score: -4867105.000000 Penalty: 5239.351074
	Iteration 108Q: 3 clusters Score -4867105 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 34287 members 
Entering Unmasked Estep 
Score: -4867110.500000 Penalty: 5239.351074
	Iteration 109Q: 3 clusters Score -4867110 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 34289 members 
Entering Unmasked Estep 
Score: -4867107.000000 Penalty: 5239.351074
	Iteration 110Q: 3 clusters Score -4867107 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 34292 members 
Entering Unmasked Estep 
Score: -4867108.000000 Penalty: 5239.351074
	Iteration 111Q: 3 clusters Score -4867108 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 34295 members 
Entering Unmasked Estep 
Score: -4867107.500000 Penalty: 5239.351074
	Iteration 112Q: 3 clusters Score -4867108 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 34300 members 
Entering Unmasked Estep 
Score: -4867105.000000 Penalty: 5239.351074
	Iteration 113Q: 3 clusters Score -4867105 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 34305 members 
Entering Unmasked Estep 
Score: -4867109.000000 Penalty: 5239.351074
	Iteration 114Q: 3 clusters Score -4867109 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 34307 members 
Entering Unmasked Estep 
Score: -4867108.500000 Penalty: 5239.351074
	Iteration 115Q: 3 clusters Score -4867108 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 34310 members 
Entering Unmasked Estep 
Score: -4867113.500000 Penalty: 5239.351074
	Iteration 116Q: 3 clusters Score -4867114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 34313 members 
Entering Unmasked Estep 
Score: -4867109.500000 Penalty: 5239.351074
	Iteration 117Q: 3 clusters Score -4867110 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 34317 members 
Entering Unmasked Estep 
Score: -4867112.000000 Penalty: 5239.351074
	Iteration 118Q: 3 clusters Score -4867112 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 34319 members 
Entering Unmasked Estep 
Score: -4867109.500000 Penalty: 5239.351074
	Iteration 119Q: 3 clusters Score -4867110 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 34319 members 
Entering Unmasked Estep 
Score: -4867109.500000 Penalty: 5239.351074
	Iteration 120F: 3 clusters Score -4867110 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (22127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22127 members 
Entering Unmasked Estep 
Score: -2810321.500000 Penalty: 2481.129395
	Iteration 0F: 2 clusters Score -2810322 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11001 members 
Mstep: Class 2 contains 11126 members 
Entering Unmasked Estep 
Score: -2794957.250000 Penalty: 4962.258789
	Iteration 0F: 3 clusters Score -2794957 nChanged 9806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10363 members 
Mstep: Class 2 contains 11764 members 
Entering Unmasked Estep 
Score: -2800457.000000 Penalty: 4962.258789
	Iteration 1F: 3 clusters Score -2800457 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 12232 members 
Entering Unmasked Estep 
Score: -2801168.500000 Penalty: 4962.258789
	Iteration 2F: 3 clusters Score -2801168 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 12897 members 
Entering Unmasked Estep 
Score: -2802018.750000 Penalty: 4962.258789
	Iteration 3F: 3 clusters Score -2802019 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 13697 members 
Entering Unmasked Estep 
Score: -2802962.250000 Penalty: 4962.258789
	Iteration 4F: 3 clusters Score -2802962 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 14569 members 
Entering Unmasked Estep 
Score: -2803928.250000 Penalty: 4962.258789
	Iteration 5F: 3 clusters Score -2803928 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 15310 members 
Entering Unmasked Estep 
Score: -2804726.750000 Penalty: 4962.258789
	Iteration 6F: 3 clusters Score -2804727 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 15927 members 
Entering Unmasked Estep 
Score: -2805304.250000 Penalty: 4962.258789
	Iteration 7Q: 3 clusters Score -2805304 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 16425 members 
Entering Unmasked Estep 
Score: -2805736.500000 Penalty: 4962.258789
	Iteration 8Q: 3 clusters Score -2805736 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 16852 members 
Entering Unmasked Estep 
Score: -2806068.500000 Penalty: 4962.258789
	Iteration 9Q: 3 clusters Score -2806068 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 17201 members 
Entering Unmasked Estep 
Score: -2806362.500000 Penalty: 4962.258789
	Iteration 10Q: 3 clusters Score -2806362 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 17526 members 
Entering Unmasked Estep 
Score: -2806614.750000 Penalty: 4962.258789
	Iteration 11Q: 3 clusters Score -2806615 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 17811 members 
Entering Unmasked Estep 
Score: -2806850.250000 Penalty: 4962.258789
	Iteration 12Q: 3 clusters Score -2806850 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 18061 members 
Entering Unmasked Estep 
Score: -2807050.750000 Penalty: 4962.258789
	Iteration 13Q: 3 clusters Score -2807051 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 18273 members 
Entering Unmasked Estep 
Score: -2807204.750000 Penalty: 4962.258789
	Iteration 14Q: 3 clusters Score -2807205 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 18469 members 
Entering Unmasked Estep 
Score: -2807337.500000 Penalty: 4962.258789
	Iteration 15Q: 3 clusters Score -2807338 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 18658 members 
Entering Unmasked Estep 
Score: -2807435.000000 Penalty: 4962.258789
	Iteration 16Q: 3 clusters Score -2807435 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 18811 members 
Entering Unmasked Estep 
Score: -2807511.500000 Penalty: 4962.258789
	Iteration 17Q: 3 clusters Score -2807512 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 18949 members 
Entering Unmasked Estep 
Score: -2807578.500000 Penalty: 4962.258789
	Iteration 18Q: 3 clusters Score -2807578 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 19089 members 
Entering Unmasked Estep 
Score: -2807628.750000 Penalty: 4962.258789
	Iteration 19Q: 3 clusters Score -2807629 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 19211 members 
Entering Unmasked Estep 
Score: -2807685.750000 Penalty: 4962.258789
	Iteration 20F: 3 clusters Score -2807686 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 19338 members 
Entering Unmasked Estep 
Score: -2807725.250000 Penalty: 4962.258789
	Iteration 21Q: 3 clusters Score -2807725 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 19440 members 
Entering Unmasked Estep 
Score: -2807756.750000 Penalty: 4962.258789
	Iteration 22Q: 3 clusters Score -2807757 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 19538 members 
Entering Unmasked Estep 
Score: -2807797.000000 Penalty: 4962.258789
	Iteration 23Q: 3 clusters Score -2807797 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 19627 members 
Entering Unmasked Estep 
Score: -2807829.250000 Penalty: 4962.258789
	Iteration 24Q: 3 clusters Score -2807829 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 19721 members 
Entering Unmasked Estep 
Score: -2807859.500000 Penalty: 4962.258789
	Iteration 25Q: 3 clusters Score -2807860 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 19798 members 
Entering Unmasked Estep 
Score: -2807894.500000 Penalty: 4962.258789
	Iteration 26Q: 3 clusters Score -2807894 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 19871 members 
Entering Unmasked Estep 
Score: -2807926.250000 Penalty: 4962.258789
	Iteration 27Q: 3 clusters Score -2807926 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 19934 members 
Entering Unmasked Estep 
Score: -2807940.750000 Penalty: 4962.258789
	Iteration 28Q: 3 clusters Score -2807941 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 19987 members 
Entering Unmasked Estep 
Score: -2807958.750000 Penalty: 4962.258789
	Iteration 29Q: 3 clusters Score -2807959 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 20037 members 
Entering Unmasked Estep 
Score: -2807966.000000 Penalty: 4962.258789
	Iteration 30Q: 3 clusters Score -2807966 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 20084 members 
Entering Unmasked Estep 
Score: -2807980.500000 Penalty: 4962.258789
	Iteration 31Q: 3 clusters Score -2807980 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 20129 members 
Entering Unmasked Estep 
Score: -2807999.500000 Penalty: 4962.258789
	Iteration 32Q: 3 clusters Score -2808000 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 20175 members 
Entering Unmasked Estep 
Score: -2808014.750000 Penalty: 4962.258789
	Iteration 33Q: 3 clusters Score -2808015 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 20218 members 
Entering Unmasked Estep 
Score: -2808037.000000 Penalty: 4962.258789
	Iteration 34Q: 3 clusters Score -2808037 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 20267 members 
Entering Unmasked Estep 
Score: -2808055.500000 Penalty: 4962.258789
	Iteration 35Q: 3 clusters Score -2808056 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 20315 members 
Entering Unmasked Estep 
Score: -2808071.750000 Penalty: 4962.258789
	Iteration 36Q: 3 clusters Score -2808072 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 20356 members 
Entering Unmasked Estep 
Score: -2808085.000000 Penalty: 4962.258789
	Iteration 37Q: 3 clusters Score -2808085 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 20403 members 
Entering Unmasked Estep 
Score: -2808105.000000 Penalty: 4962.258789
	Iteration 38Q: 3 clusters Score -2808105 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 20438 members 
Entering Unmasked Estep 
Score: -2808117.500000 Penalty: 4962.258789
	Iteration 39Q: 3 clusters Score -2808118 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 20466 members 
Entering Unmasked Estep 
Score: -2808123.750000 Penalty: 4962.258789
	Iteration 40F: 3 clusters Score -2808124 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 20500 members 
Entering Unmasked Estep 
Score: -2808141.750000 Penalty: 4962.258789
	Iteration 41Q: 3 clusters Score -2808142 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 20532 members 
Entering Unmasked Estep 
Score: -2808152.250000 Penalty: 4962.258789
	Iteration 42Q: 3 clusters Score -2808152 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 20566 members 
Entering Unmasked Estep 
Score: -2808169.000000 Penalty: 4962.258789
	Iteration 43Q: 3 clusters Score -2808169 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 20591 members 
Entering Unmasked Estep 
Score: -2808165.750000 Penalty: 4962.258789
	Iteration 44Q: 3 clusters Score -2808166 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 20621 members 
Entering Unmasked Estep 
Score: -2808180.250000 Penalty: 4962.258789
	Iteration 45Q: 3 clusters Score -2808180 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 20647 members 
Entering Unmasked Estep 
Score: -2808193.500000 Penalty: 4962.258789
	Iteration 46Q: 3 clusters Score -2808194 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 20668 members 
Entering Unmasked Estep 
Score: -2808197.500000 Penalty: 4962.258789
	Iteration 47Q: 3 clusters Score -2808198 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 20685 members 
Entering Unmasked Estep 
Score: -2808201.750000 Penalty: 4962.258789
	Iteration 48Q: 3 clusters Score -2808202 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 20703 members 
Entering Unmasked Estep 
Score: -2808211.250000 Penalty: 4962.258789
	Iteration 49Q: 3 clusters Score -2808211 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 20717 members 
Entering Unmasked Estep 
Score: -2808218.000000 Penalty: 4962.258789
	Iteration 50Q: 3 clusters Score -2808218 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 20736 members 
Entering Unmasked Estep 
Score: -2808236.500000 Penalty: 4962.258789
	Iteration 51Q: 3 clusters Score -2808236 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 20752 members 
Entering Unmasked Estep 
Score: -2808236.000000 Penalty: 4962.258789
	Iteration 52Q: 3 clusters Score -2808236 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 20766 members 
Entering Unmasked Estep 
Score: -2808242.500000 Penalty: 4962.258789
	Iteration 53Q: 3 clusters Score -2808242 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 20786 members 
Entering Unmasked Estep 
Score: -2808250.250000 Penalty: 4962.258789
	Iteration 54Q: 3 clusters Score -2808250 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 20804 members 
Entering Unmasked Estep 
Score: -2808261.500000 Penalty: 4962.258789
	Iteration 55Q: 3 clusters Score -2808262 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 20815 members 
Entering Unmasked Estep 
Score: -2808264.500000 Penalty: 4962.258789
	Iteration 56Q: 3 clusters Score -2808264 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 20829 members 
Entering Unmasked Estep 
Score: -2808269.750000 Penalty: 4962.258789
	Iteration 57Q: 3 clusters Score -2808270 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 20842 members 
Entering Unmasked Estep 
Score: -2808278.250000 Penalty: 4962.258789
	Iteration 58Q: 3 clusters Score -2808278 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 20858 members 
Entering Unmasked Estep 
Score: -2808280.250000 Penalty: 4962.258789
	Iteration 59Q: 3 clusters Score -2808280 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 20872 members 
Entering Unmasked Estep 
Score: -2808282.750000 Penalty: 4962.258789
	Iteration 60F: 3 clusters Score -2808283 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 20879 members 
Entering Unmasked Estep 
Score: -2808283.000000 Penalty: 4962.258789
	Iteration 61Q: 3 clusters Score -2808283 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 20883 members 
Entering Unmasked Estep 
Score: -2808289.250000 Penalty: 4962.258789
	Iteration 62Q: 3 clusters Score -2808289 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 20891 members 
Entering Unmasked Estep 
Score: -2808288.500000 Penalty: 4962.258789
	Iteration 63Q: 3 clusters Score -2808288 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 20900 members 
Entering Unmasked Estep 
Score: -2808293.750000 Penalty: 4962.258789
	Iteration 64Q: 3 clusters Score -2808294 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 20906 members 
Entering Unmasked Estep 
Score: -2808299.000000 Penalty: 4962.258789
	Iteration 65Q: 3 clusters Score -2808299 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 20914 members 
Entering Unmasked Estep 
Score: -2808308.000000 Penalty: 4962.258789
	Iteration 66Q: 3 clusters Score -2808308 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 20922 members 
Entering Unmasked Estep 
Score: -2808307.500000 Penalty: 4962.258789
	Iteration 67Q: 3 clusters Score -2808308 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 20929 members 
Entering Unmasked Estep 
Score: -2808311.500000 Penalty: 4962.258789
	Iteration 68Q: 3 clusters Score -2808312 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 20934 members 
Entering Unmasked Estep 
Score: -2808310.250000 Penalty: 4962.258789
	Iteration 69Q: 3 clusters Score -2808310 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 20937 members 
Entering Unmasked Estep 
Score: -2808314.250000 Penalty: 4962.258789
	Iteration 70Q: 3 clusters Score -2808314 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 20943 members 
Entering Unmasked Estep 
Score: -2808316.500000 Penalty: 4962.258789
	Iteration 71Q: 3 clusters Score -2808316 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 20950 members 
Entering Unmasked Estep 
Score: -2808316.250000 Penalty: 4962.258789
	Iteration 72Q: 3 clusters Score -2808316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 20953 members 
Entering Unmasked Estep 
Score: -2808320.000000 Penalty: 4962.258789
	Iteration 73Q: 3 clusters Score -2808320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 20955 members 
Entering Unmasked Estep 
Score: -2808321.000000 Penalty: 4962.258789
	Iteration 74Q: 3 clusters Score -2808321 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 20957 members 
Entering Unmasked Estep 
Score: -2808320.750000 Penalty: 4962.258789
	Iteration 75Q: 3 clusters Score -2808321 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 20958 members 
Entering Unmasked Estep 
Score: -2808319.750000 Penalty: 4962.258789
	Iteration 76Q: 3 clusters Score -2808320 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 20962 members 
Entering Unmasked Estep 
Score: -2808319.250000 Penalty: 4962.258789
	Iteration 77Q: 3 clusters Score -2808319 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 20963 members 
Entering Unmasked Estep 
Score: -2808322.000000 Penalty: 4962.258789
	Iteration 78Q: 3 clusters Score -2808322 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 20965 members 
Entering Unmasked Estep 
Score: -2808321.000000 Penalty: 4962.258789
	Iteration 79Q: 3 clusters Score -2808321 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 20965 members 
Entering Unmasked Estep 
Score: -2808321.000000 Penalty: 4962.258789
	Iteration 80F: 3 clusters Score -2808321 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (10173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10173 members 
Entering Unmasked Estep 
Score: -1354645.125000 Penalty: 2288.418213
	Iteration 0F: 2 clusters Score -1354645 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -1347622.000000 Penalty: 4576.836426
	Iteration 0F: 3 clusters Score -1347622 nChanged 4471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -1358695.375000 Penalty: 4576.836426
	Iteration 1F: 3 clusters Score -1358695 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
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	Iteration 473Q: 3 clusters Score -1374320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -1374285.000000 Penalty: 4576.836426
	Iteration 474Q: 3 clusters Score -1374285 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -1374319.875000 Penalty: 4576.836426
	Iteration 475Q: 3 clusters Score -1374320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -1374285.000000 Penalty: 4576.836426
	Iteration 476Q: 3 clusters Score -1374285 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -1374319.875000 Penalty: 4576.836426
	Iteration 477Q: 3 clusters Score -1374320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -1374285.000000 Penalty: 4576.836426
	Iteration 478Q: 3 clusters Score -1374285 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -1374319.875000 Penalty: 4576.836426
	Iteration 479Q: 3 clusters Score -1374320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -1374285.000000 Penalty: 4576.836426
	Iteration 480F: 3 clusters Score -1374285 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -1374319.875000 Penalty: 4576.836426
	Iteration 481Q: 3 clusters Score -1374320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -1374285.000000 Penalty: 4576.836426
	Iteration 482Q: 3 clusters Score -1374285 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -1374319.875000 Penalty: 4576.836426
	Iteration 483Q: 3 clusters Score -1374320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -1374285.000000 Penalty: 4576.836426
	Iteration 484Q: 3 clusters Score -1374285 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -1374319.875000 Penalty: 4576.836426
	Iteration 485Q: 3 clusters Score -1374320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -1374285.000000 Penalty: 4576.836426
	Iteration 486Q: 3 clusters Score -1374285 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -1374319.875000 Penalty: 4576.836426
	Iteration 487Q: 3 clusters Score -1374320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -1374285.000000 Penalty: 4576.836426
	Iteration 488Q: 3 clusters Score -1374285 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -1374319.875000 Penalty: 4576.836426
	Iteration 489Q: 3 clusters Score -1374320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -1374285.000000 Penalty: 4576.836426
	Iteration 490Q: 3 clusters Score -1374285 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -1374319.875000 Penalty: 4576.836426
	Iteration 491Q: 3 clusters Score -1374320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -1374285.000000 Penalty: 4576.836426
	Iteration 492Q: 3 clusters Score -1374285 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -1374319.875000 Penalty: 4576.836426
	Iteration 493Q: 3 clusters Score -1374320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -1374285.000000 Penalty: 4576.836426
	Iteration 494Q: 3 clusters Score -1374285 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -1374319.875000 Penalty: 4576.836426
	Iteration 495Q: 3 clusters Score -1374320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -1374285.000000 Penalty: 4576.836426
	Iteration 496Q: 3 clusters Score -1374285 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -1374319.875000 Penalty: 4576.836426
	Iteration 497Q: 3 clusters Score -1374320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -1374285.000000 Penalty: 4576.836426
	Iteration 498Q: 3 clusters Score -1374285 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -1374319.875000 Penalty: 4576.836426
	Iteration 499Q: 3 clusters Score -1374320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -1374285.000000 Penalty: 4576.836426
	Iteration 500F: 3 clusters Score -1374285 nChanged 2
Maximum iterations exceeded
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 15471 members 
Mstep: Class 3 contains 27347 members 
Mstep: Class 4 contains 38685 members 
Mstep: Class 5 contains 22127 members 
Mstep: Class 6 contains 8180 members 
Mstep: Class 7 contains 2549 members 
Mstep: Class 8 contains 46114 members 
Mstep: Class 9 contains 30685 members 
Mstep: Class 10 contains 12782 members 
Mstep: Class 11 contains 4419 members 
Mstep: Class 12 contains 225577 members 
Mstep: Class 13 contains 10710 members 
Mstep: Class 14 contains 6263 members 
Mstep: Class 15 contains 25016 members 
Mstep: Class 16 contains 8518 members 
Mstep: Class 17 contains 12333 members 
Mstep: Class 18 contains 10331 members 
Mstep: Class 19 contains 175666 members 
Mstep: Class 20 contains 42607 members 
Mstep: Class 21 contains 14001 members 
Mstep: Class 22 contains 636 members 
Mstep: Class 23 contains 10879 members 
Mstep: Class 24 contains 4160 members 
Mstep: Class 25 contains 6060 members 
Mstep: Class 26 contains 60651 members 
Mstep: Class 27 contains 9594 members 
Mstep: Class 28 contains 9706 members 
Mstep: Class 29 contains 5203 members 
Mstep: Class 30 contains 8715 members 
Mstep: Class 31 contains 1646 members 
Mstep: Class 32 contains 4389 members 
Mstep: Class 33 contains 2060 members 
Mstep: Class 34 contains 9008 members 
Mstep: Class 35 contains 201740 members 
Mstep: Class 36 contains 2744 members 
Mstep: Class 37 contains 37528 members 
Mstep: Class 38 contains 3087 members 
Mstep: Class 39 contains 1202 members 
Mstep: Class 40 contains 14216 members 
Mstep: Class 41 contains 27797 members 
Mstep: Class 42 contains 5225 members 
Mstep: Class 43 contains 12662 members 
Mstep: Class 44 contains 1580 members 
Mstep: Class 45 contains 3723 members 
Mstep: Class 46 contains 1993 members 
Entering Unmasked Estep 
Score: -147474656.000000 Penalty: 159575.000000
Splitting cluster 6 changes total score from -147454880.000000 to -147474656.000000
So it's getting split into cluster 46.
Entering ConstructFrom: 
Trying to split cluster 7 (2549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Entering Unmasked Estep 
Score: -317800.218750 Penalty: 1945.177124
	Iteration 0F: 2 clusters Score -317800.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -314849.187500 Penalty: 3890.354248
	Iteration 0F: 3 clusters Score -314849.2 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -315439.812500 Penalty: 3890.354248
	Iteration 1F: 3 clusters Score -315439.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -315604.343750 Penalty: 3890.354248
	Iteration 2F: 3 clusters Score -315604.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -315692.375000 Penalty: 3890.354248
	Iteration 3Q: 3 clusters Score -315692.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -315759.000000 Penalty: 3890.354248
	Iteration 4Q: 3 clusters Score -315759 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -315815.437500 Penalty: 3890.354248
	Iteration 5Q: 3 clusters Score -315815.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -315858.968750 Penalty: 3890.354248
	Iteration 6Q: 3 clusters Score -315859 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -315907.156250 Penalty: 3890.354248
	Iteration 7Q: 3 clusters Score -315907.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -315962.437500 Penalty: 3890.354248
	Iteration 8Q: 3 clusters Score -315962.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -316013.375000 Penalty: 3890.354248
	Iteration 9Q: 3 clusters Score -316013.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -316080.031250 Penalty: 3890.354248
	Iteration 10Q: 3 clusters Score -316080 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -316191.406250 Penalty: 3890.354248
	Iteration 11Q: 3 clusters Score -316191.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -316344.281250 Penalty: 3890.354248
	Iteration 12Q: 3 clusters Score -316344.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -316488.937500 Penalty: 3890.354248
	Iteration 13Q: 3 clusters Score -316488.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -316589.312500 Penalty: 3890.354248
	Iteration 14Q: 3 clusters Score -316589.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -316669.906250 Penalty: 3890.354248
	Iteration 15Q: 3 clusters Score -316669.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -316740.812500 Penalty: 3890.354248
	Iteration 16Q: 3 clusters Score -316740.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -316788.375000 Penalty: 3890.354248
	Iteration 17Q: 3 clusters Score -316788.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -316850.718750 Penalty: 3890.354248
	Iteration 18Q: 3 clusters Score -316850.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -316907.312500 Penalty: 3890.354248
	Iteration 19Q: 3 clusters Score -316907.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -316944.250000 Penalty: 3890.354248
	Iteration 20F: 3 clusters Score -316944.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -316978.437500 Penalty: 3890.354248
	Iteration 21Q: 3 clusters Score -316978.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -317000.562500 Penalty: 3890.354248
	Iteration 22Q: 3 clusters Score -317000.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -317025.250000 Penalty: 3890.354248
	Iteration 23Q: 3 clusters Score -317025.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -317042.343750 Penalty: 3890.354248
	Iteration 24Q: 3 clusters Score -317042.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -317065.093750 Penalty: 3890.354248
	Iteration 25Q: 3 clusters Score -317065.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -317088.500000 Penalty: 3890.354248
	Iteration 26Q: 3 clusters Score -317088.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -317107.593750 Penalty: 3890.354248
	Iteration 27Q: 3 clusters Score -317107.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -317134.750000 Penalty: 3890.354248
	Iteration 28Q: 3 clusters Score -317134.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -317147.781250 Penalty: 3890.354248
	Iteration 29Q: 3 clusters Score -317147.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -317160.625000 Penalty: 3890.354248
	Iteration 30Q: 3 clusters Score -317160.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -317170.156250 Penalty: 3890.354248
	Iteration 31Q: 3 clusters Score -317170.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -317183.156250 Penalty: 3890.354248
	Iteration 32Q: 3 clusters Score -317183.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -317192.718750 Penalty: 3890.354248
	Iteration 33Q: 3 clusters Score -317192.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -317199.750000 Penalty: 3890.354248
	Iteration 34Q: 3 clusters Score -317199.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -317208.000000 Penalty: 3890.354248
	Iteration 35Q: 3 clusters Score -317208 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -317211.750000 Penalty: 3890.354248
	Iteration 36Q: 3 clusters Score -317211.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -317214.968750 Penalty: 3890.354248
	Iteration 37Q: 3 clusters Score -317215 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -317215.750000 Penalty: 3890.354248
	Iteration 38Q: 3 clusters Score -317215.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -317215.750000 Penalty: 3890.354248
	Iteration 39F: 3 clusters Score -317215.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (46114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46114 members 
Entering Unmasked Estep 
Score: -5472410.000000 Penalty: 2663.240234
	Iteration 0F: 2 clusters Score -5472410 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23008 members 
Mstep: Class 2 contains 23106 members 
Entering Unmasked Estep 
Score: -5441153.500000 Penalty: 5326.480469
	Iteration 0F: 3 clusters Score -5441154 nChanged 21326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22574 members 
Mstep: Class 2 contains 23540 members 
Entering Unmasked Estep 
Score: -5453130.000000 Penalty: 5326.480469
	Iteration 1F: 3 clusters Score -5453130 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22300 members 
Mstep: Class 2 contains 23814 members 
Entering Unmasked Estep 
Score: -5453779.000000 Penalty: 5326.480469
	Iteration 2Q: 3 clusters Score -5453779 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21895 members 
Mstep: Class 2 contains 24219 members 
Entering Unmasked Estep 
Score: -5454489.000000 Penalty: 5326.480469
	Iteration 3Q: 3 clusters Score -5454489 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21379 members 
Mstep: Class 2 contains 24735 members 
Entering Unmasked Estep 
Score: -5455233.500000 Penalty: 5326.480469
	Iteration 4Q: 3 clusters Score -5455234 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20762 members 
Mstep: Class 2 contains 25352 members 
Entering Unmasked Estep 
Score: -5455998.000000 Penalty: 5326.480469
	Iteration 5Q: 3 clusters Score -5455998 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19979 members 
Mstep: Class 2 contains 26135 members 
Entering Unmasked Estep 
Score: -5456948.500000 Penalty: 5326.480469
	Iteration 6Q: 3 clusters Score -5456948 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19051 members 
Mstep: Class 2 contains 27063 members 
Entering Unmasked Estep 
Score: -5457972.000000 Penalty: 5326.480469
	Iteration 7Q: 3 clusters Score -5457972 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17913 members 
Mstep: Class 2 contains 28201 members 
Entering Unmasked Estep 
Score: -5459223.000000 Penalty: 5326.480469
	Iteration 8Q: 3 clusters Score -5459223 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16659 members 
Mstep: Class 2 contains 29455 members 
Entering Unmasked Estep 
Score: -5460665.000000 Penalty: 5326.480469
	Iteration 9Q: 3 clusters Score -5460665 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15419 members 
Mstep: Class 2 contains 30695 members 
Entering Unmasked Estep 
Score: -5462094.500000 Penalty: 5326.480469
	Iteration 10Q: 3 clusters Score -5462094 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14366 members 
Mstep: Class 2 contains 31748 members 
Entering Unmasked Estep 
Score: -5463255.500000 Penalty: 5326.480469
	Iteration 11Q: 3 clusters Score -5463256 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13484 members 
Mstep: Class 2 contains 32630 members 
Entering Unmasked Estep 
Score: -5464074.000000 Penalty: 5326.480469
	Iteration 12Q: 3 clusters Score -5464074 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12693 members 
Mstep: Class 2 contains 33421 members 
Entering Unmasked Estep 
Score: -5464610.000000 Penalty: 5326.480469
	Iteration 13Q: 3 clusters Score -5464610 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11929 members 
Mstep: Class 2 contains 34185 members 
Entering Unmasked Estep 
Score: -5464958.000000 Penalty: 5326.480469
	Iteration 14Q: 3 clusters Score -5464958 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11203 members 
Mstep: Class 2 contains 34911 members 
Entering Unmasked Estep 
Score: -5465240.500000 Penalty: 5326.480469
	Iteration 15Q: 3 clusters Score -5465240 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10476 members 
Mstep: Class 2 contains 35638 members 
Entering Unmasked Estep 
Score: -5465522.500000 Penalty: 5326.480469
	Iteration 16Q: 3 clusters Score -5465522 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9766 members 
Mstep: Class 2 contains 36348 members 
Entering Unmasked Estep 
Score: -5465754.500000 Penalty: 5326.480469
	Iteration 17Q: 3 clusters Score -5465754 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 37069 members 
Entering Unmasked Estep 
Score: -5466047.000000 Penalty: 5326.480469
	Iteration 18Q: 3 clusters Score -5466047 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 37795 members 
Entering Unmasked Estep 
Score: -5466346.500000 Penalty: 5326.480469
	Iteration 19Q: 3 clusters Score -5466346 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 38446 members 
Entering Unmasked Estep 
Score: -5466635.000000 Penalty: 5326.480469
	Iteration 20F: 3 clusters Score -5466635 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 39087 members 
Entering Unmasked Estep 
Score: -5466925.500000 Penalty: 5326.480469
	Iteration 21Q: 3 clusters Score -5466926 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 39697 members 
Entering Unmasked Estep 
Score: -5467204.000000 Penalty: 5326.480469
	Iteration 22Q: 3 clusters Score -5467204 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 40333 members 
Entering Unmasked Estep 
Score: -5467514.500000 Penalty: 5326.480469
	Iteration 23Q: 3 clusters Score -5467514 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 40983 members 
Entering Unmasked Estep 
Score: -5467851.000000 Penalty: 5326.480469
	Iteration 24Q: 3 clusters Score -5467851 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 41605 members 
Entering Unmasked Estep 
Score: -5468207.000000 Penalty: 5326.480469
	Iteration 25Q: 3 clusters Score -5468207 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 42211 members 
Entering Unmasked Estep 
Score: -5468586.500000 Penalty: 5326.480469
	Iteration 26Q: 3 clusters Score -5468586 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 42749 members 
Entering Unmasked Estep 
Score: -5468984.500000 Penalty: 5326.480469
	Iteration 27Q: 3 clusters Score -5468984 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 43189 members 
Entering Unmasked Estep 
Score: -5469276.000000 Penalty: 5326.480469
	Iteration 28Q: 3 clusters Score -5469276 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 43586 members 
Entering Unmasked Estep 
Score: -5469509.000000 Penalty: 5326.480469
	Iteration 29Q: 3 clusters Score -5469509 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 43928 members 
Entering Unmasked Estep 
Score: -5469707.500000 Penalty: 5326.480469
	Iteration 30Q: 3 clusters Score -5469708 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 44195 members 
Entering Unmasked Estep 
Score: -5469864.500000 Penalty: 5326.480469
	Iteration 31Q: 3 clusters Score -5469864 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 44409 members 
Entering Unmasked Estep 
Score: -5469989.000000 Penalty: 5326.480469
	Iteration 32Q: 3 clusters Score -5469989 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 44567 members 
Entering Unmasked Estep 
Score: -5470075.000000 Penalty: 5326.480469
	Iteration 33Q: 3 clusters Score -5470075 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 44695 members 
Entering Unmasked Estep 
Score: -5470151.000000 Penalty: 5326.480469
	Iteration 34Q: 3 clusters Score -5470151 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 44804 members 
Entering Unmasked Estep 
Score: -5470219.500000 Penalty: 5326.480469
	Iteration 35Q: 3 clusters Score -5470220 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 44876 members 
Entering Unmasked Estep 
Score: -5470246.500000 Penalty: 5326.480469
	Iteration 36Q: 3 clusters Score -5470246 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 44933 members 
Entering Unmasked Estep 
Score: -5470284.000000 Penalty: 5326.480469
	Iteration 37Q: 3 clusters Score -5470284 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 44985 members 
Entering Unmasked Estep 
Score: -5470315.000000 Penalty: 5326.480469
	Iteration 38Q: 3 clusters Score -5470315 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 45023 members 
Entering Unmasked Estep 
Score: -5470343.500000 Penalty: 5326.480469
	Iteration 39Q: 3 clusters Score -5470344 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 45062 members 
Entering Unmasked Estep 
Score: -5470353.500000 Penalty: 5326.480469
	Iteration 40F: 3 clusters Score -5470354 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 45089 members 
Entering Unmasked Estep 
Score: -5470370.000000 Penalty: 5326.480469
	Iteration 41Q: 3 clusters Score -5470370 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 45111 members 
Entering Unmasked Estep 
Score: -5470375.500000 Penalty: 5326.480469
	Iteration 42Q: 3 clusters Score -5470376 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 45131 members 
Entering Unmasked Estep 
Score: -5470387.000000 Penalty: 5326.480469
	Iteration 43Q: 3 clusters Score -5470387 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 45149 members 
Entering Unmasked Estep 
Score: -5470396.500000 Penalty: 5326.480469
	Iteration 44Q: 3 clusters Score -5470396 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 45166 members 
Entering Unmasked Estep 
Score: -5470407.000000 Penalty: 5326.480469
	Iteration 45Q: 3 clusters Score -5470407 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 45181 members 
Entering Unmasked Estep 
Score: -5470424.500000 Penalty: 5326.480469
	Iteration 46Q: 3 clusters Score -5470424 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 45190 members 
Entering Unmasked Estep 
Score: -5470425.500000 Penalty: 5326.480469
	Iteration 47Q: 3 clusters Score -5470426 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 45194 members 
Entering Unmasked Estep 
Score: -5470427.000000 Penalty: 5326.480469
	Iteration 48Q: 3 clusters Score -5470427 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 45197 members 
Entering Unmasked Estep 
Score: -5470423.000000 Penalty: 5326.480469
	Iteration 49Q: 3 clusters Score -5470423 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 45201 members 
Entering Unmasked Estep 
Score: -5470425.500000 Penalty: 5326.480469
	Iteration 50Q: 3 clusters Score -5470426 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 45203 members 
Entering Unmasked Estep 
Score: -5470422.500000 Penalty: 5326.480469
	Iteration 51Q: 3 clusters Score -5470422 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 45204 members 
Entering Unmasked Estep 
Score: -5470423.000000 Penalty: 5326.480469
	Iteration 52Q: 3 clusters Score -5470423 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 45205 members 
Entering Unmasked Estep 
Score: -5470422.500000 Penalty: 5326.480469
	Iteration 53Q: 3 clusters Score -5470422 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 45205 members 
Entering Unmasked Estep 
Score: -5470422.500000 Penalty: 5326.480469
	Iteration 54F: 3 clusters Score -5470422 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (30685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30685 members 
Entering Unmasked Estep 
Score: -3894174.750000 Penalty: 2562.219238
	Iteration 0F: 2 clusters Score -3894175 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15389 members 
Mstep: Class 2 contains 15296 members 
Entering Unmasked Estep 
Score: -3873156.000000 Penalty: 5124.438477
	Iteration 0F: 3 clusters Score -3873156 nChanged 13869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15606 members 
Mstep: Class 2 contains 15079 members 
Entering Unmasked Estep 
Score: -3880995.500000 Penalty: 5124.438477
	Iteration 1F: 3 clusters Score -3880996 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15772 members 
Mstep: Class 2 contains 14913 members 
Entering Unmasked Estep 
Score: -3881580.750000 Penalty: 5124.438477
	Iteration 2F: 3 clusters Score -3881581 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15967 members 
Mstep: Class 2 contains 14718 members 
Entering Unmasked Estep 
Score: -3882062.000000 Penalty: 5124.438477
	Iteration 3Q: 3 clusters Score -3882062 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16224 members 
Mstep: Class 2 contains 14461 members 
Entering Unmasked Estep 
Score: -3882527.000000 Penalty: 5124.438477
	Iteration 4Q: 3 clusters Score -3882527 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16572 members 
Mstep: Class 2 contains 14113 members 
Entering Unmasked Estep 
Score: -3883071.000000 Penalty: 5124.438477
	Iteration 5Q: 3 clusters Score -3883071 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17006 members 
Mstep: Class 2 contains 13679 members 
Entering Unmasked Estep 
Score: -3883674.000000 Penalty: 5124.438477
	Iteration 6Q: 3 clusters Score -3883674 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17522 members 
Mstep: Class 2 contains 13163 members 
Entering Unmasked Estep 
Score: -3884363.750000 Penalty: 5124.438477
	Iteration 7Q: 3 clusters Score -3884364 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18146 members 
Mstep: Class 2 contains 12539 members 
Entering Unmasked Estep 
Score: -3885256.250000 Penalty: 5124.438477
	Iteration 8Q: 3 clusters Score -3885256 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18794 members 
Mstep: Class 2 contains 11891 members 
Entering Unmasked Estep 
Score: -3886457.250000 Penalty: 5124.438477
	Iteration 9F: 3 clusters Score -3886457 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19329 members 
Mstep: Class 2 contains 11356 members 
Entering Unmasked Estep 
Score: -3887589.750000 Penalty: 5124.438477
	Iteration 10F: 3 clusters Score -3887590 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19711 members 
Mstep: Class 2 contains 10974 members 
Entering Unmasked Estep 
Score: -3888469.000000 Penalty: 5124.438477
	Iteration 11Q: 3 clusters Score -3888469 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19984 members 
Mstep: Class 2 contains 10701 members 
Entering Unmasked Estep 
Score: -3889058.500000 Penalty: 5124.438477
	Iteration 12Q: 3 clusters Score -3889058 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20197 members 
Mstep: Class 2 contains 10488 members 
Entering Unmasked Estep 
Score: -3889408.750000 Penalty: 5124.438477
	Iteration 13Q: 3 clusters Score -3889409 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20375 members 
Mstep: Class 2 contains 10310 members 
Entering Unmasked Estep 
Score: -3889604.000000 Penalty: 5124.438477
	Iteration 14Q: 3 clusters Score -3889604 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20568 members 
Mstep: Class 2 contains 10117 members 
Entering Unmasked Estep 
Score: -3889762.000000 Penalty: 5124.438477
	Iteration 15Q: 3 clusters Score -3889762 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20760 members 
Mstep: Class 2 contains 9925 members 
Entering Unmasked Estep 
Score: -3889872.500000 Penalty: 5124.438477
	Iteration 16Q: 3 clusters Score -3889872 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20932 members 
Mstep: Class 2 contains 9753 members 
Entering Unmasked Estep 
Score: -3889932.500000 Penalty: 5124.438477
	Iteration 17Q: 3 clusters Score -3889932 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21094 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -3889973.750000 Penalty: 5124.438477
	Iteration 18Q: 3 clusters Score -3889974 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21284 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -3890038.500000 Penalty: 5124.438477
	Iteration 19Q: 3 clusters Score -3890038 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21475 members 
Mstep: Class 2 contains 9210 members 
Entering Unmasked Estep 
Score: -3890096.000000 Penalty: 5124.438477
	Iteration 20F: 3 clusters Score -3890096 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21671 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -3890159.000000 Penalty: 5124.438477
	Iteration 21Q: 3 clusters Score -3890159 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21875 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
Score: -3890217.750000 Penalty: 5124.438477
	Iteration 22Q: 3 clusters Score -3890218 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22097 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -3890272.250000 Penalty: 5124.438477
	Iteration 23Q: 3 clusters Score -3890272 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22318 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -3890319.000000 Penalty: 5124.438477
	Iteration 24Q: 3 clusters Score -3890319 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22514 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -3890373.000000 Penalty: 5124.438477
	Iteration 25Q: 3 clusters Score -3890373 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22723 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -3890423.000000 Penalty: 5124.438477
	Iteration 26Q: 3 clusters Score -3890423 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22944 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -3890491.750000 Penalty: 5124.438477
	Iteration 27Q: 3 clusters Score -3890492 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23154 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -3890535.750000 Penalty: 5124.438477
	Iteration 28Q: 3 clusters Score -3890536 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23369 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -3890594.250000 Penalty: 5124.438477
	Iteration 29Q: 3 clusters Score -3890594 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23605 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -3890645.000000 Penalty: 5124.438477
	Iteration 30Q: 3 clusters Score -3890645 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23866 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -3890753.250000 Penalty: 5124.438477
	Iteration 31Q: 3 clusters Score -3890753 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24135 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -3890801.250000 Penalty: 5124.438477
	Iteration 32Q: 3 clusters Score -3890801 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24382 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -3890868.750000 Penalty: 5124.438477
	Iteration 33Q: 3 clusters Score -3890869 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24626 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -3890951.000000 Penalty: 5124.438477
	Iteration 34Q: 3 clusters Score -3890951 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24917 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -3891048.250000 Penalty: 5124.438477
	Iteration 35Q: 3 clusters Score -3891048 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25213 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -3891160.750000 Penalty: 5124.438477
	Iteration 36Q: 3 clusters Score -3891161 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25520 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -3891292.500000 Penalty: 5124.438477
	Iteration 37Q: 3 clusters Score -3891292 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25846 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -3891435.500000 Penalty: 5124.438477
	Iteration 38Q: 3 clusters Score -3891436 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26160 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -3891580.750000 Penalty: 5124.438477
	Iteration 39Q: 3 clusters Score -3891581 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26478 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -3891753.500000 Penalty: 5124.438477
	Iteration 40F: 3 clusters Score -3891754 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26778 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -3891901.500000 Penalty: 5124.438477
	Iteration 41Q: 3 clusters Score -3891902 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27052 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -3892023.250000 Penalty: 5124.438477
	Iteration 42Q: 3 clusters Score -3892023 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27285 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -3892112.250000 Penalty: 5124.438477
	Iteration 43Q: 3 clusters Score -3892112 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27487 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -3892180.750000 Penalty: 5124.438477
	Iteration 44Q: 3 clusters Score -3892181 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27632 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -3892238.750000 Penalty: 5124.438477
	Iteration 45Q: 3 clusters Score -3892239 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27754 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -3892270.500000 Penalty: 5124.438477
	Iteration 46Q: 3 clusters Score -3892270 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27882 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -3892313.000000 Penalty: 5124.438477
	Iteration 47Q: 3 clusters Score -3892313 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27986 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -3892359.250000 Penalty: 5124.438477
	Iteration 48Q: 3 clusters Score -3892359 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28084 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -3892389.500000 Penalty: 5124.438477
	Iteration 49Q: 3 clusters Score -3892390 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28170 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -3892403.500000 Penalty: 5124.438477
	Iteration 50Q: 3 clusters Score -3892404 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28239 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -3892420.000000 Penalty: 5124.438477
	Iteration 51Q: 3 clusters Score -3892420 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28303 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -3892451.250000 Penalty: 5124.438477
	Iteration 52Q: 3 clusters Score -3892451 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28362 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -3892475.750000 Penalty: 5124.438477
	Iteration 53Q: 3 clusters Score -3892476 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28409 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -3892484.500000 Penalty: 5124.438477
	Iteration 54Q: 3 clusters Score -3892484 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28449 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -3892509.000000 Penalty: 5124.438477
	Iteration 55Q: 3 clusters Score -3892509 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28489 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -3892521.750000 Penalty: 5124.438477
	Iteration 56Q: 3 clusters Score -3892522 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28517 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -3892525.500000 Penalty: 5124.438477
	Iteration 57Q: 3 clusters Score -3892526 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28540 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -3892532.250000 Penalty: 5124.438477
	Iteration 58Q: 3 clusters Score -3892532 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28561 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -3892538.500000 Penalty: 5124.438477
	Iteration 59Q: 3 clusters Score -3892538 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28579 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -3892538.000000 Penalty: 5124.438477
	Iteration 60F: 3 clusters Score -3892538 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28592 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -3892540.750000 Penalty: 5124.438477
	Iteration 61Q: 3 clusters Score -3892541 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28603 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -3892544.000000 Penalty: 5124.438477
	Iteration 62Q: 3 clusters Score -3892544 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28616 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -3892556.250000 Penalty: 5124.438477
	Iteration 63Q: 3 clusters Score -3892556 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28637 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -3892556.000000 Penalty: 5124.438477
	Iteration 64Q: 3 clusters Score -3892556 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28651 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -3892562.500000 Penalty: 5124.438477
	Iteration 65Q: 3 clusters Score -3892562 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28660 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -3892567.500000 Penalty: 5124.438477
	Iteration 66Q: 3 clusters Score -3892568 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28674 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -3892569.750000 Penalty: 5124.438477
	Iteration 67Q: 3 clusters Score -3892570 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28691 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -3892572.750000 Penalty: 5124.438477
	Iteration 68Q: 3 clusters Score -3892573 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28706 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -3892572.750000 Penalty: 5124.438477
	Iteration 69Q: 3 clusters Score -3892573 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28725 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -3892579.000000 Penalty: 5124.438477
	Iteration 70Q: 3 clusters Score -3892579 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28745 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -3892592.000000 Penalty: 5124.438477
	Iteration 71Q: 3 clusters Score -3892592 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28765 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -3892599.500000 Penalty: 5124.438477
	Iteration 72Q: 3 clusters Score -3892600 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28796 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -3892614.500000 Penalty: 5124.438477
	Iteration 73Q: 3 clusters Score -3892614 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28824 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -3892632.500000 Penalty: 5124.438477
	Iteration 74Q: 3 clusters Score -3892632 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28849 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -3892634.250000 Penalty: 5124.438477
	Iteration 75Q: 3 clusters Score -3892634 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28874 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -3892646.000000 Penalty: 5124.438477
	Iteration 76Q: 3 clusters Score -3892646 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28895 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -3892652.250000 Penalty: 5124.438477
	Iteration 77Q: 3 clusters Score -3892652 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28908 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -3892649.500000 Penalty: 5124.438477
	Iteration 78Q: 3 clusters Score -3892650 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28924 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -3892655.500000 Penalty: 5124.438477
	Iteration 79Q: 3 clusters Score -3892656 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28934 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -3892658.500000 Penalty: 5124.438477
	Iteration 80F: 3 clusters Score -3892658 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28942 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -3892667.500000 Penalty: 5124.438477
	Iteration 81Q: 3 clusters Score -3892668 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28943 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -3892670.000000 Penalty: 5124.438477
	Iteration 82Q: 3 clusters Score -3892670 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28942 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -3892669.000000 Penalty: 5124.438477
	Iteration 83Q: 3 clusters Score -3892669 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28942 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -3892671.500000 Penalty: 5124.438477
	Iteration 84Q: 3 clusters Score -3892672 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28949 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -3892670.000000 Penalty: 5124.438477
	Iteration 85Q: 3 clusters Score -3892670 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28958 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -3892672.000000 Penalty: 5124.438477
	Iteration 86Q: 3 clusters Score -3892672 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28966 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -3892678.750000 Penalty: 5124.438477
	Iteration 87Q: 3 clusters Score -3892679 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28967 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -3892686.500000 Penalty: 5124.438477
	Iteration 88Q: 3 clusters Score -3892686 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28972 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -3892684.000000 Penalty: 5124.438477
	Iteration 89Q: 3 clusters Score -3892684 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28980 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -3892679.250000 Penalty: 5124.438477
	Iteration 90Q: 3 clusters Score -3892679 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28990 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -3892685.500000 Penalty: 5124.438477
	Iteration 91Q: 3 clusters Score -3892686 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28996 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -3892687.000000 Penalty: 5124.438477
	Iteration 92Q: 3 clusters Score -3892687 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29005 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -3892693.750000 Penalty: 5124.438477
	Iteration 93Q: 3 clusters Score -3892694 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29018 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -3892688.500000 Penalty: 5124.438477
	Iteration 94Q: 3 clusters Score -3892688 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29024 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -3892696.250000 Penalty: 5124.438477
	Iteration 95Q: 3 clusters Score -3892696 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29025 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -3892694.500000 Penalty: 5124.438477
	Iteration 96Q: 3 clusters Score -3892694 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29027 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -3892697.750000 Penalty: 5124.438477
	Iteration 97Q: 3 clusters Score -3892698 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29031 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -3892700.000000 Penalty: 5124.438477
	Iteration 98Q: 3 clusters Score -3892700 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29037 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -3892699.250000 Penalty: 5124.438477
	Iteration 99Q: 3 clusters Score -3892699 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29039 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -3892697.250000 Penalty: 5124.438477
	Iteration 100F: 3 clusters Score -3892697 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29040 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -3892699.500000 Penalty: 5124.438477
	Iteration 101Q: 3 clusters Score -3892700 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29045 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -3892698.500000 Penalty: 5124.438477
	Iteration 102Q: 3 clusters Score -3892698 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29045 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -3892698.500000 Penalty: 5124.438477
	Iteration 103F: 3 clusters Score -3892698 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (12782 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12782 members 
Entering Unmasked Estep 
Score: -1617550.500000 Penalty: 2345.036865
	Iteration 0F: 2 clusters Score -1617550 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -1608168.000000 Penalty: 4690.073730
	Iteration 0F: 3 clusters Score -1608168 nChanged 5508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -1611161.250000 Penalty: 4690.073730
	Iteration 1F: 3 clusters Score -1611161 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -1611589.625000 Penalty: 4690.073730
	Iteration 2F: 3 clusters Score -1611590 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -1612021.250000 Penalty: 4690.073730
	Iteration 3F: 3 clusters Score -1612021 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -1612431.125000 Penalty: 4690.073730
	Iteration 4F: 3 clusters Score -1612431 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -1612845.250000 Penalty: 4690.073730
	Iteration 5F: 3 clusters Score -1612845 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -1613247.500000 Penalty: 4690.073730
	Iteration 6F: 3 clusters Score -1613248 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -1613623.500000 Penalty: 4690.073730
	Iteration 7Q: 3 clusters Score -1613624 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 8450 members 
Entering Unmasked Estep 
Score: -1613950.000000 Penalty: 4690.073730
	Iteration 8Q: 3 clusters Score -1613950 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -1614176.375000 Penalty: 4690.073730
	Iteration 9Q: 3 clusters Score -1614176 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -1614393.125000 Penalty: 4690.073730
	Iteration 10Q: 3 clusters Score -1614393 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -1614571.875000 Penalty: 4690.073730
	Iteration 11Q: 3 clusters Score -1614572 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -1614703.000000 Penalty: 4690.073730
	Iteration 12Q: 3 clusters Score -1614703 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 9053 members 
Entering Unmasked Estep 
Score: -1614820.375000 Penalty: 4690.073730
	Iteration 13Q: 3 clusters Score -1614820 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -1614947.750000 Penalty: 4690.073730
	Iteration 14Q: 3 clusters Score -1614948 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 9149 members 
Entering Unmasked Estep 
Score: -1615041.250000 Penalty: 4690.073730
	Iteration 15Q: 3 clusters Score -1615041 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -1615126.875000 Penalty: 4690.073730
	Iteration 16Q: 3 clusters Score -1615127 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 9206 members 
Entering Unmasked Estep 
Score: -1615202.875000 Penalty: 4690.073730
	Iteration 17Q: 3 clusters Score -1615203 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -1615272.000000 Penalty: 4690.073730
	Iteration 18Q: 3 clusters Score -1615272 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 9241 members 
Entering Unmasked Estep 
Score: -1615327.250000 Penalty: 4690.073730
	Iteration 19Q: 3 clusters Score -1615327 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -1615375.125000 Penalty: 4690.073730
	Iteration 20F: 3 clusters Score -1615375 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -1615415.875000 Penalty: 4690.073730
	Iteration 21Q: 3 clusters Score -1615416 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
Score: -1615456.125000 Penalty: 4690.073730
	Iteration 22Q: 3 clusters Score -1615456 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 9194 members 
Entering Unmasked Estep 
Score: -1615492.125000 Penalty: 4690.073730
	Iteration 23Q: 3 clusters Score -1615492 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -1615531.375000 Penalty: 4690.073730
	Iteration 24Q: 3 clusters Score -1615531 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 9167 members 
Entering Unmasked Estep 
Score: -1615560.750000 Penalty: 4690.073730
	Iteration 25Q: 3 clusters Score -1615561 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 9140 members 
Entering Unmasked Estep 
Score: -1615603.375000 Penalty: 4690.073730
	Iteration 26Q: 3 clusters Score -1615603 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -1615636.500000 Penalty: 4690.073730
	Iteration 27Q: 3 clusters Score -1615636 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -1615674.750000 Penalty: 4690.073730
	Iteration 28Q: 3 clusters Score -1615675 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -1615706.000000 Penalty: 4690.073730
	Iteration 29Q: 3 clusters Score -1615706 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -1615733.875000 Penalty: 4690.073730
	Iteration 30Q: 3 clusters Score -1615734 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
Score: -1615754.125000 Penalty: 4690.073730
	Iteration 31Q: 3 clusters Score -1615754 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 9047 members 
Entering Unmasked Estep 
Score: -1615775.625000 Penalty: 4690.073730
	Iteration 32Q: 3 clusters Score -1615776 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -1615797.625000 Penalty: 4690.073730
	Iteration 33Q: 3 clusters Score -1615798 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -1615809.250000 Penalty: 4690.073730
	Iteration 34Q: 3 clusters Score -1615809 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -1615823.125000 Penalty: 4690.073730
	Iteration 35Q: 3 clusters Score -1615823 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -1615836.750000 Penalty: 4690.073730
	Iteration 36Q: 3 clusters Score -1615837 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -1615841.875000 Penalty: 4690.073730
	Iteration 37Q: 3 clusters Score -1615842 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -1615846.750000 Penalty: 4690.073730
	Iteration 38Q: 3 clusters Score -1615847 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -1615848.750000 Penalty: 4690.073730
	Iteration 39Q: 3 clusters Score -1615849 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -1615857.250000 Penalty: 4690.073730
	Iteration 40F: 3 clusters Score -1615857 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -1615853.625000 Penalty: 4690.073730
	Iteration 41Q: 3 clusters Score -1615854 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -1615857.500000 Penalty: 4690.073730
	Iteration 42Q: 3 clusters Score -1615858 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -1615858.875000 Penalty: 4690.073730
	Iteration 43Q: 3 clusters Score -1615859 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -1615861.000000 Penalty: 4690.073730
	Iteration 44Q: 3 clusters Score -1615861 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -1615863.875000 Penalty: 4690.073730
	Iteration 45Q: 3 clusters Score -1615864 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -1615864.500000 Penalty: 4690.073730
	Iteration 46Q: 3 clusters Score -1615864 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -1615864.625000 Penalty: 4690.073730
	Iteration 47Q: 3 clusters Score -1615865 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -1615862.625000 Penalty: 4690.073730
	Iteration 48Q: 3 clusters Score -1615863 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -1615863.625000 Penalty: 4690.073730
	Iteration 49Q: 3 clusters Score -1615864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -1615864.250000 Penalty: 4690.073730
	Iteration 50Q: 3 clusters Score -1615864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -1615865.375000 Penalty: 4690.073730
	Iteration 51Q: 3 clusters Score -1615865 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -1615865.375000 Penalty: 4690.073730
	Iteration 52F: 3 clusters Score -1615865 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Entering Unmasked Estep 
Score: -540433.250000 Penalty: 2081.629883
	Iteration 0F: 2 clusters Score -540433.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -536265.437500 Penalty: 4163.259766
	Iteration 0F: 3 clusters Score -536265.4 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -537263.562500 Penalty: 4163.259766
	Iteration 1F: 3 clusters Score -537263.6 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -537537.812500 Penalty: 4163.259766
	Iteration 2F: 3 clusters Score -537537.8 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -537782.125000 Penalty: 4163.259766
	Iteration 3F: 3 clusters Score -537782.1 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -538004.812500 Penalty: 4163.259766
	Iteration 4F: 3 clusters Score -538004.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -538206.812500 Penalty: 4163.259766
	Iteration 5Q: 3 clusters Score -538206.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -538408.875000 Penalty: 4163.259766
	Iteration 6F: 3 clusters Score -538408.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -538597.812500 Penalty: 4163.259766
	Iteration 7Q: 3 clusters Score -538597.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -538774.187500 Penalty: 4163.259766
	Iteration 8Q: 3 clusters Score -538774.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -538908.875000 Penalty: 4163.259766
	Iteration 9Q: 3 clusters Score -538908.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -539011.187500 Penalty: 4163.259766
	Iteration 10Q: 3 clusters Score -539011.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -539107.375000 Penalty: 4163.259766
	Iteration 11Q: 3 clusters Score -539107.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -539175.625000 Penalty: 4163.259766
	Iteration 12Q: 3 clusters Score -539175.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -539219.437500 Penalty: 4163.259766
	Iteration 13Q: 3 clusters Score -539219.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -539245.000000 Penalty: 4163.259766
	Iteration 14Q: 3 clusters Score -539245 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -539263.250000 Penalty: 4163.259766
	Iteration 15Q: 3 clusters Score -539263.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -539279.062500 Penalty: 4163.259766
	Iteration 16Q: 3 clusters Score -539279.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -539297.312500 Penalty: 4163.259766
	Iteration 17Q: 3 clusters Score -539297.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -539311.562500 Penalty: 4163.259766
	Iteration 18Q: 3 clusters Score -539311.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -539318.375000 Penalty: 4163.259766
	Iteration 19Q: 3 clusters Score -539318.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -539323.500000 Penalty: 4163.259766
	Iteration 20F: 3 clusters Score -539323.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -539329.125000 Penalty: 4163.259766
	Iteration 21Q: 3 clusters Score -539329.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -539335.812500 Penalty: 4163.259766
	Iteration 22Q: 3 clusters Score -539335.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -539342.562500 Penalty: 4163.259766
	Iteration 23Q: 3 clusters Score -539342.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -539345.625000 Penalty: 4163.259766
	Iteration 24Q: 3 clusters Score -539345.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -539347.812500 Penalty: 4163.259766
	Iteration 25Q: 3 clusters Score -539347.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -539349.812500 Penalty: 4163.259766
	Iteration 26Q: 3 clusters Score -539349.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -539351.687500 Penalty: 4163.259766
	Iteration 27Q: 3 clusters Score -539351.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -539352.375000 Penalty: 4163.259766
	Iteration 28Q: 3 clusters Score -539352.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -539352.687500 Penalty: 4163.259766
	Iteration 29Q: 3 clusters Score -539352.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -539353.937500 Penalty: 4163.259766
	Iteration 30Q: 3 clusters Score -539353.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -539356.750000 Penalty: 4163.259766
	Iteration 31Q: 3 clusters Score -539356.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -539356.562500 Penalty: 4163.259766
	Iteration 32Q: 3 clusters Score -539356.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -539356.125000 Penalty: 4163.259766
	Iteration 33Q: 3 clusters Score -539356.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -539356.125000 Penalty: 4163.259766
	Iteration 34F: 3 clusters Score -539356.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (225577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225577 members 
Entering Unmasked Estep 
Score: -29093848.000000 Penalty: 3056.951416
	Iteration 0F: 2 clusters Score -2.909385e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112368 members 
Mstep: Class 2 contains 113209 members 
Entering Unmasked Estep 
Score: -28960862.000000 Penalty: 6113.902832
	Iteration 0F: 3 clusters Score -2.896086e+07 nChanged 108732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106154 members 
Mstep: Class 2 contains 119423 members 
Entering Unmasked Estep 
Score: -29026018.000000 Penalty: 6113.902832
	Iteration 1F: 3 clusters Score -2.902602e+07 nChanged 7173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102287 members 
Mstep: Class 2 contains 123290 members 
Entering Unmasked Estep 
Score: -29028322.000000 Penalty: 6113.902832
	Iteration 2Q: 3 clusters Score -2.902832e+07 nChanged 8449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96516 members 
Mstep: Class 2 contains 129061 members 
Entering Unmasked Estep 
Score: -29031640.000000 Penalty: 6113.902832
	Iteration 3Q: 3 clusters Score -2.903164e+07 nChanged 10129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88283 members 
Mstep: Class 2 contains 137294 members 
Entering Unmasked Estep 
Score: -29036766.000000 Penalty: 6113.902832
	Iteration 4Q: 3 clusters Score -2.903677e+07 nChanged 12700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76829 members 
Mstep: Class 2 contains 148748 members 
Entering Unmasked Estep 
Score: -29044600.000000 Penalty: 6113.902832
	Iteration 5F: 3 clusters Score -2.90446e+07 nChanged 15445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61862 members 
Mstep: Class 2 contains 163715 members 
Entering Unmasked Estep 
Score: -29056006.000000 Penalty: 6113.902832
	Iteration 6F: 3 clusters Score -2.905601e+07 nChanged 17452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44556 members 
Mstep: Class 2 contains 181021 members 
Entering Unmasked Estep 
Score: -29069772.000000 Penalty: 6113.902832
	Iteration 7F: 3 clusters Score -2.906977e+07 nChanged 16239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28367 members 
Mstep: Class 2 contains 197210 members 
Entering Unmasked Estep 
Score: -29080314.000000 Penalty: 6113.902832
	Iteration 8F: 3 clusters Score -2.908031e+07 nChanged 11809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16594 members 
Mstep: Class 2 contains 208983 members 
Entering Unmasked Estep 
Score: -29085744.000000 Penalty: 6113.902832
	Iteration 9F: 3 clusters Score -2.908574e+07 nChanged 7026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 215953 members 
Entering Unmasked Estep 
Score: -29088160.000000 Penalty: 6113.902832
	Iteration 10Q: 3 clusters Score -2.908816e+07 nChanged 3958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 219863 members 
Entering Unmasked Estep 
Score: -29089442.000000 Penalty: 6113.902832
	Iteration 11Q: 3 clusters Score -2.908944e+07 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 221934 members 
Entering Unmasked Estep 
Score: -29090236.000000 Penalty: 6113.902832
	Iteration 12Q: 3 clusters Score -2.909024e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 223025 members 
Entering Unmasked Estep 
Score: -29090510.000000 Penalty: 6113.902832
	Iteration 13Q: 3 clusters Score -2.909051e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 223670 members 
Entering Unmasked Estep 
Score: -29090752.000000 Penalty: 6113.902832
	Iteration 14Q: 3 clusters Score -2.909075e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 224046 members 
Entering Unmasked Estep 
Score: -29090946.000000 Penalty: 6113.902832
	Iteration 15Q: 3 clusters Score -2.909095e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 224270 members 
Entering Unmasked Estep 
Score: -29091080.000000 Penalty: 6113.902832
	Iteration 16Q: 3 clusters Score -2.909108e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 224408 members 
Entering Unmasked Estep 
Score: -29091180.000000 Penalty: 6113.902832
	Iteration 17Q: 3 clusters Score -2.909118e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 224510 members 
Entering Unmasked Estep 
Score: -29091262.000000 Penalty: 6113.902832
	Iteration 18Q: 3 clusters Score -2.909126e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 224579 members 
Entering Unmasked Estep 
Score: -29091268.000000 Penalty: 6113.902832
	Iteration 19Q: 3 clusters Score -2.909127e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 224641 members 
Entering Unmasked Estep 
Score: -29091296.000000 Penalty: 6113.902832
	Iteration 20F: 3 clusters Score -2.90913e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 224692 members 
Entering Unmasked Estep 
Score: -29091346.000000 Penalty: 6113.902832
	Iteration 21Q: 3 clusters Score -2.909135e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 224713 members 
Entering Unmasked Estep 
Score: -29091332.000000 Penalty: 6113.902832
	Iteration 22Q: 3 clusters Score -2.909133e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 224735 members 
Entering Unmasked Estep 
Score: -29091296.000000 Penalty: 6113.902832
	Iteration 23Q: 3 clusters Score -2.90913e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 224746 members 
Entering Unmasked Estep 
Score: -29091306.000000 Penalty: 6113.902832
	Iteration 24Q: 3 clusters Score -2.909131e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 224754 members 
Entering Unmasked Estep 
Score: -29091318.000000 Penalty: 6113.902832
	Iteration 25Q: 3 clusters Score -2.909132e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 224758 members 
Entering Unmasked Estep 
Score: -29091312.000000 Penalty: 6113.902832
	Iteration 26Q: 3 clusters Score -2.909131e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 224761 members 
Entering Unmasked Estep 
Score: -29091290.000000 Penalty: 6113.902832
	Iteration 27Q: 3 clusters Score -2.909129e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 224765 members 
Entering Unmasked Estep 
Score: -29091298.000000 Penalty: 6113.902832
	Iteration 28Q: 3 clusters Score -2.90913e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 224766 members 
Entering Unmasked Estep 
Score: -29091304.000000 Penalty: 6113.902832
	Iteration 29Q: 3 clusters Score -2.90913e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 224768 members 
Entering Unmasked Estep 
Score: -29091304.000000 Penalty: 6113.902832
	Iteration 30Q: 3 clusters Score -2.90913e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 224771 members 
Entering Unmasked Estep 
Score: -29091306.000000 Penalty: 6113.902832
	Iteration 31Q: 3 clusters Score -2.909131e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 224772 members 
Entering Unmasked Estep 
Score: -29091306.000000 Penalty: 6113.902832
	Iteration 32Q: 3 clusters Score -2.909131e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 224773 members 
Entering Unmasked Estep 
Score: -29091302.000000 Penalty: 6113.902832
	Iteration 33Q: 3 clusters Score -2.90913e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 224774 members 
Entering Unmasked Estep 
Score: -29091304.000000 Penalty: 6113.902832
	Iteration 34Q: 3 clusters Score -2.90913e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 224775 members 
Entering Unmasked Estep 
Score: -29091320.000000 Penalty: 6113.902832
	Iteration 35Q: 3 clusters Score -2.909132e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 224775 members 
Entering Unmasked Estep 
Score: -29091320.000000 Penalty: 6113.902832
	Iteration 36F: 3 clusters Score -2.909132e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (10710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10710 members 
Entering Unmasked Estep 
Score: -1294796.750000 Penalty: 2301.175537
	Iteration 0F: 2 clusters Score -1294797 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -1286712.500000 Penalty: 4602.351074
	Iteration 0F: 3 clusters Score -1286712 nChanged 4495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -1289144.375000 Penalty: 4602.351074
	Iteration 1F: 3 clusters Score -1289144 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -1289436.250000 Penalty: 4602.351074
	Iteration 2F: 3 clusters Score -1289436 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -1289702.375000 Penalty: 4602.351074
	Iteration 3F: 3 clusters Score -1289702 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -1289930.000000 Penalty: 4602.351074
	Iteration 4Q: 3 clusters Score -1289930 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -1290135.875000 Penalty: 4602.351074
	Iteration 5Q: 3 clusters Score -1290136 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -1290323.125000 Penalty: 4602.351074
	Iteration 6Q: 3 clusters Score -1290323 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -1290494.000000 Penalty: 4602.351074
	Iteration 7Q: 3 clusters Score -1290494 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -1290647.625000 Penalty: 4602.351074
	Iteration 8Q: 3 clusters Score -1290648 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -1290801.375000 Penalty: 4602.351074
	Iteration 9Q: 3 clusters Score -1290801 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -1290943.750000 Penalty: 4602.351074
	Iteration 10Q: 3 clusters Score -1290944 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -1291064.250000 Penalty: 4602.351074
	Iteration 11Q: 3 clusters Score -1291064 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -1291200.000000 Penalty: 4602.351074
	Iteration 12Q: 3 clusters Score -1291200 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -1291309.500000 Penalty: 4602.351074
	Iteration 13Q: 3 clusters Score -1291310 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -1291394.750000 Penalty: 4602.351074
	Iteration 14Q: 3 clusters Score -1291395 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -1291464.750000 Penalty: 4602.351074
	Iteration 15Q: 3 clusters Score -1291465 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -1291517.000000 Penalty: 4602.351074
	Iteration 16Q: 3 clusters Score -1291517 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -1291568.500000 Penalty: 4602.351074
	Iteration 17Q: 3 clusters Score -1291568 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -1291597.375000 Penalty: 4602.351074
	Iteration 18Q: 3 clusters Score -1291597 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -1291614.875000 Penalty: 4602.351074
	Iteration 19Q: 3 clusters Score -1291615 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -1291638.125000 Penalty: 4602.351074
	Iteration 20F: 3 clusters Score -1291638 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -1291663.500000 Penalty: 4602.351074
	Iteration 21Q: 3 clusters Score -1291664 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -1291687.500000 Penalty: 4602.351074
	Iteration 22Q: 3 clusters Score -1291688 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -1291710.000000 Penalty: 4602.351074
	Iteration 23Q: 3 clusters Score -1291710 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -1291730.500000 Penalty: 4602.351074
	Iteration 24Q: 3 clusters Score -1291730 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -1291748.750000 Penalty: 4602.351074
	Iteration 25Q: 3 clusters Score -1291749 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -1291760.125000 Penalty: 4602.351074
	Iteration 26Q: 3 clusters Score -1291760 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -1291775.750000 Penalty: 4602.351074
	Iteration 27Q: 3 clusters Score -1291776 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -1291789.625000 Penalty: 4602.351074
	Iteration 28Q: 3 clusters Score -1291790 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -1291804.375000 Penalty: 4602.351074
	Iteration 29Q: 3 clusters Score -1291804 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -1291821.750000 Penalty: 4602.351074
	Iteration 30Q: 3 clusters Score -1291822 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -1291837.000000 Penalty: 4602.351074
	Iteration 31Q: 3 clusters Score -1291837 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -1291855.125000 Penalty: 4602.351074
	Iteration 32Q: 3 clusters Score -1291855 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -1291873.875000 Penalty: 4602.351074
	Iteration 33Q: 3 clusters Score -1291874 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -1291894.125000 Penalty: 4602.351074
	Iteration 34Q: 3 clusters Score -1291894 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -1291902.375000 Penalty: 4602.351074
	Iteration 35Q: 3 clusters Score -1291902 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -1291914.500000 Penalty: 4602.351074
	Iteration 36Q: 3 clusters Score -1291914 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -1291924.625000 Penalty: 4602.351074
	Iteration 37Q: 3 clusters Score -1291925 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -1291932.625000 Penalty: 4602.351074
	Iteration 38Q: 3 clusters Score -1291933 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -1291940.250000 Penalty: 4602.351074
	Iteration 39Q: 3 clusters Score -1291940 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -1291948.375000 Penalty: 4602.351074
	Iteration 40F: 3 clusters Score -1291948 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -1291950.500000 Penalty: 4602.351074
	Iteration 41Q: 3 clusters Score -1291950 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -1291949.500000 Penalty: 4602.351074
	Iteration 42Q: 3 clusters Score -1291950 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -1291955.375000 Penalty: 4602.351074
	Iteration 43Q: 3 clusters Score -1291955 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -1291957.125000 Penalty: 4602.351074
	Iteration 44Q: 3 clusters Score -1291957 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -1291960.625000 Penalty: 4602.351074
	Iteration 45Q: 3 clusters Score -1291961 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -1291965.625000 Penalty: 4602.351074
	Iteration 46Q: 3 clusters Score -1291966 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -1291970.875000 Penalty: 4602.351074
	Iteration 47Q: 3 clusters Score -1291971 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -1291974.750000 Penalty: 4602.351074
	Iteration 48Q: 3 clusters Score -1291975 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -1291979.250000 Penalty: 4602.351074
	Iteration 49Q: 3 clusters Score -1291979 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -1291977.000000 Penalty: 4602.351074
	Iteration 50Q: 3 clusters Score -1291977 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -1291982.625000 Penalty: 4602.351074
	Iteration 51Q: 3 clusters Score -1291983 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -1291986.250000 Penalty: 4602.351074
	Iteration 52Q: 3 clusters Score -1291986 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -1291995.500000 Penalty: 4602.351074
	Iteration 53Q: 3 clusters Score -1291996 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -1291998.625000 Penalty: 4602.351074
	Iteration 54Q: 3 clusters Score -1291999 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -1292006.875000 Penalty: 4602.351074
	Iteration 55Q: 3 clusters Score -1292007 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -1292011.500000 Penalty: 4602.351074
	Iteration 56Q: 3 clusters Score -1292012 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -1292017.500000 Penalty: 4602.351074
	Iteration 57Q: 3 clusters Score -1292018 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -1292024.625000 Penalty: 4602.351074
	Iteration 58Q: 3 clusters Score -1292025 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -1292026.750000 Penalty: 4602.351074
	Iteration 59Q: 3 clusters Score -1292027 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -1292031.125000 Penalty: 4602.351074
	Iteration 60F: 3 clusters Score -1292031 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -1292042.375000 Penalty: 4602.351074
	Iteration 61Q: 3 clusters Score -1292042 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -1292055.375000 Penalty: 4602.351074
	Iteration 62Q: 3 clusters Score -1292055 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -1292063.500000 Penalty: 4602.351074
	Iteration 63Q: 3 clusters Score -1292064 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -1292072.875000 Penalty: 4602.351074
	Iteration 64Q: 3 clusters Score -1292073 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -1292090.250000 Penalty: 4602.351074
	Iteration 65Q: 3 clusters Score -1292090 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -1292100.375000 Penalty: 4602.351074
	Iteration 66Q: 3 clusters Score -1292100 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -1292111.250000 Penalty: 4602.351074
	Iteration 67Q: 3 clusters Score -1292111 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -1292133.875000 Penalty: 4602.351074
	Iteration 68Q: 3 clusters Score -1292134 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -1292143.000000 Penalty: 4602.351074
	Iteration 69Q: 3 clusters Score -1292143 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -1292159.000000 Penalty: 4602.351074
	Iteration 70Q: 3 clusters Score -1292159 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -1292172.750000 Penalty: 4602.351074
	Iteration 71Q: 3 clusters Score -1292173 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -1292201.000000 Penalty: 4602.351074
	Iteration 72Q: 3 clusters Score -1292201 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -1292215.250000 Penalty: 4602.351074
	Iteration 73Q: 3 clusters Score -1292215 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -1292236.000000 Penalty: 4602.351074
	Iteration 74Q: 3 clusters Score -1292236 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -1292252.000000 Penalty: 4602.351074
	Iteration 75Q: 3 clusters Score -1292252 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -1292274.750000 Penalty: 4602.351074
	Iteration 76Q: 3 clusters Score -1292275 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -1292301.375000 Penalty: 4602.351074
	Iteration 77Q: 3 clusters Score -1292301 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -1292326.000000 Penalty: 4602.351074
	Iteration 78Q: 3 clusters Score -1292326 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -1292340.125000 Penalty: 4602.351074
	Iteration 79Q: 3 clusters Score -1292340 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -1292362.875000 Penalty: 4602.351074
	Iteration 80F: 3 clusters Score -1292363 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -1292384.875000 Penalty: 4602.351074
	Iteration 81Q: 3 clusters Score -1292385 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -1292404.500000 Penalty: 4602.351074
	Iteration 82Q: 3 clusters Score -1292404 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -1292423.375000 Penalty: 4602.351074
	Iteration 83Q: 3 clusters Score -1292423 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -1292437.250000 Penalty: 4602.351074
	Iteration 84Q: 3 clusters Score -1292437 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -1292460.125000 Penalty: 4602.351074
	Iteration 85Q: 3 clusters Score -1292460 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -1292480.750000 Penalty: 4602.351074
	Iteration 86Q: 3 clusters Score -1292481 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -1292502.500000 Penalty: 4602.351074
	Iteration 87Q: 3 clusters Score -1292502 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -1292519.625000 Penalty: 4602.351074
	Iteration 88Q: 3 clusters Score -1292520 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -1292544.000000 Penalty: 4602.351074
	Iteration 89Q: 3 clusters Score -1292544 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -1292559.375000 Penalty: 4602.351074
	Iteration 90Q: 3 clusters Score -1292559 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -1292573.875000 Penalty: 4602.351074
	Iteration 91Q: 3 clusters Score -1292574 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -1292586.375000 Penalty: 4602.351074
	Iteration 92Q: 3 clusters Score -1292586 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -1292599.125000 Penalty: 4602.351074
	Iteration 93Q: 3 clusters Score -1292599 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -1292605.750000 Penalty: 4602.351074
	Iteration 94Q: 3 clusters Score -1292606 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 9142 members 
Entering Unmasked Estep 
Score: -1292621.000000 Penalty: 4602.351074
	Iteration 95Q: 3 clusters Score -1292621 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
Score: -1292632.500000 Penalty: 4602.351074
	Iteration 96Q: 3 clusters Score -1292632 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -1292656.875000 Penalty: 4602.351074
	Iteration 97Q: 3 clusters Score -1292657 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
Score: -1292674.750000 Penalty: 4602.351074
	Iteration 98Q: 3 clusters Score -1292675 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -1292693.625000 Penalty: 4602.351074
	Iteration 99Q: 3 clusters Score -1292694 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -1292708.750000 Penalty: 4602.351074
	Iteration 100F: 3 clusters Score -1292709 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
Score: -1292723.125000 Penalty: 4602.351074
	Iteration 101Q: 3 clusters Score -1292723 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -1292730.625000 Penalty: 4602.351074
	Iteration 102Q: 3 clusters Score -1292731 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -1292738.250000 Penalty: 4602.351074
	Iteration 103Q: 3 clusters Score -1292738 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
Score: -1292756.125000 Penalty: 4602.351074
	Iteration 104Q: 3 clusters Score -1292756 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 9454 members 
Entering Unmasked Estep 
Score: -1292771.125000 Penalty: 4602.351074
	Iteration 105Q: 3 clusters Score -1292771 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
Score: -1292786.500000 Penalty: 4602.351074
	Iteration 106Q: 3 clusters Score -1292786 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -1292799.125000 Penalty: 4602.351074
	Iteration 107Q: 3 clusters Score -1292799 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -1292806.750000 Penalty: 4602.351074
	Iteration 108Q: 3 clusters Score -1292807 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 9564 members 
Entering Unmasked Estep 
Score: -1292819.000000 Penalty: 4602.351074
	Iteration 109Q: 3 clusters Score -1292819 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -1292829.125000 Penalty: 4602.351074
	Iteration 110Q: 3 clusters Score -1292829 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -1292837.500000 Penalty: 4602.351074
	Iteration 111Q: 3 clusters Score -1292838 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -1292846.000000 Penalty: 4602.351074
	Iteration 112Q: 3 clusters Score -1292846 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -1292851.875000 Penalty: 4602.351074
	Iteration 113Q: 3 clusters Score -1292852 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -1292858.500000 Penalty: 4602.351074
	Iteration 114Q: 3 clusters Score -1292858 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 9658 members 
Entering Unmasked Estep 
Score: -1292862.000000 Penalty: 4602.351074
	Iteration 115Q: 3 clusters Score -1292862 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -1292868.500000 Penalty: 4602.351074
	Iteration 116Q: 3 clusters Score -1292868 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -1292873.750000 Penalty: 4602.351074
	Iteration 117Q: 3 clusters Score -1292874 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -1292881.000000 Penalty: 4602.351074
	Iteration 118Q: 3 clusters Score -1292881 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -1292887.625000 Penalty: 4602.351074
	Iteration 119Q: 3 clusters Score -1292888 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 9719 members 
Entering Unmasked Estep 
Score: -1292894.875000 Penalty: 4602.351074
	Iteration 120F: 3 clusters Score -1292895 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 9737 members 
Entering Unmasked Estep 
Score: -1292898.875000 Penalty: 4602.351074
	Iteration 121Q: 3 clusters Score -1292899 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -1292908.500000 Penalty: 4602.351074
	Iteration 122Q: 3 clusters Score -1292908 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -1292913.500000 Penalty: 4602.351074
	Iteration 123Q: 3 clusters Score -1292914 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 9769 members 
Entering Unmasked Estep 
Score: -1292920.750000 Penalty: 4602.351074
	Iteration 124Q: 3 clusters Score -1292921 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 9780 members 
Entering Unmasked Estep 
Score: -1292921.875000 Penalty: 4602.351074
	Iteration 125Q: 3 clusters Score -1292922 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
Score: -1292929.000000 Penalty: 4602.351074
	Iteration 126Q: 3 clusters Score -1292929 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 9797 members 
Entering Unmasked Estep 
Score: -1292930.625000 Penalty: 4602.351074
	Iteration 127Q: 3 clusters Score -1292931 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 9802 members 
Entering Unmasked Estep 
Score: -1292935.625000 Penalty: 4602.351074
	Iteration 128Q: 3 clusters Score -1292936 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 9807 members 
Entering Unmasked Estep 
Score: -1292938.625000 Penalty: 4602.351074
	Iteration 129Q: 3 clusters Score -1292939 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 9812 members 
Entering Unmasked Estep 
Score: -1292941.750000 Penalty: 4602.351074
	Iteration 130Q: 3 clusters Score -1292942 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 9818 members 
Entering Unmasked Estep 
Score: -1292939.875000 Penalty: 4602.351074
	Iteration 131Q: 3 clusters Score -1292940 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 9823 members 
Entering Unmasked Estep 
Score: -1292945.500000 Penalty: 4602.351074
	Iteration 132Q: 3 clusters Score -1292946 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 9828 members 
Entering Unmasked Estep 
Score: -1292947.000000 Penalty: 4602.351074
	Iteration 133Q: 3 clusters Score -1292947 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 9830 members 
Entering Unmasked Estep 
Score: -1292945.875000 Penalty: 4602.351074
	Iteration 134Q: 3 clusters Score -1292946 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 9830 members 
Entering Unmasked Estep 
Score: -1292948.000000 Penalty: 4602.351074
	Iteration 135Q: 3 clusters Score -1292948 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 9830 members 
Entering Unmasked Estep 
Score: -1292948.000000 Penalty: 4602.351074
	Iteration 136F: 3 clusters Score -1292948 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (6263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Entering Unmasked Estep 
Score: -769415.937500 Penalty: 2168.118896
	Iteration 0F: 2 clusters Score -769415.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -764101.687500 Penalty: 4336.237793
	Iteration 0F: 3 clusters Score -764101.7 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -765536.750000 Penalty: 4336.237793
	Iteration 1F: 3 clusters Score -765536.8 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -765859.250000 Penalty: 4336.237793
	Iteration 2F: 3 clusters Score -765859.2 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -766160.875000 Penalty: 4336.237793
	Iteration 3F: 3 clusters Score -766160.9 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -766507.125000 Penalty: 4336.237793
	Iteration 4F: 3 clusters Score -766507.1 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -766892.562500 Penalty: 4336.237793
	Iteration 5F: 3 clusters Score -766892.6 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -767201.437500 Penalty: 4336.237793
	Iteration 6F: 3 clusters Score -767201.4 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -767384.187500 Penalty: 4336.237793
	Iteration 7Q: 3 clusters Score -767384.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -767508.937500 Penalty: 4336.237793
	Iteration 8Q: 3 clusters Score -767508.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -767606.125000 Penalty: 4336.237793
	Iteration 9Q: 3 clusters Score -767606.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -767671.562500 Penalty: 4336.237793
	Iteration 10Q: 3 clusters Score -767671.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -767720.437500 Penalty: 4336.237793
	Iteration 11Q: 3 clusters Score -767720.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -767786.125000 Penalty: 4336.237793
	Iteration 12Q: 3 clusters Score -767786.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -767840.937500 Penalty: 4336.237793
	Iteration 13Q: 3 clusters Score -767840.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -767886.875000 Penalty: 4336.237793
	Iteration 14Q: 3 clusters Score -767886.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -767917.812500 Penalty: 4336.237793
	Iteration 15Q: 3 clusters Score -767917.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -767951.250000 Penalty: 4336.237793
	Iteration 16Q: 3 clusters Score -767951.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -767981.062500 Penalty: 4336.237793
	Iteration 17Q: 3 clusters Score -767981.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -768006.375000 Penalty: 4336.237793
	Iteration 18Q: 3 clusters Score -768006.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -768027.375000 Penalty: 4336.237793
	Iteration 19Q: 3 clusters Score -768027.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -768036.937500 Penalty: 4336.237793
	Iteration 20F: 3 clusters Score -768036.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -768049.375000 Penalty: 4336.237793
	Iteration 21Q: 3 clusters Score -768049.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -768059.312500 Penalty: 4336.237793
	Iteration 22Q: 3 clusters Score -768059.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -768062.625000 Penalty: 4336.237793
	Iteration 23Q: 3 clusters Score -768062.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -768065.312500 Penalty: 4336.237793
	Iteration 24Q: 3 clusters Score -768065.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -768067.937500 Penalty: 4336.237793
	Iteration 25Q: 3 clusters Score -768067.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -768071.125000 Penalty: 4336.237793
	Iteration 26Q: 3 clusters Score -768071.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -768072.312500 Penalty: 4336.237793
	Iteration 27Q: 3 clusters Score -768072.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -768073.625000 Penalty: 4336.237793
	Iteration 28Q: 3 clusters Score -768073.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -768078.000000 Penalty: 4336.237793
	Iteration 29Q: 3 clusters Score -768078 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -768078.875000 Penalty: 4336.237793
	Iteration 30Q: 3 clusters Score -768078.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -768081.437500 Penalty: 4336.237793
	Iteration 31Q: 3 clusters Score -768081.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -768081.875000 Penalty: 4336.237793
	Iteration 32Q: 3 clusters Score -768081.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -768084.312500 Penalty: 4336.237793
	Iteration 33Q: 3 clusters Score -768084.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -768082.500000 Penalty: 4336.237793
	Iteration 34Q: 3 clusters Score -768082.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -768083.500000 Penalty: 4336.237793
	Iteration 35Q: 3 clusters Score -768083.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -768084.437500 Penalty: 4336.237793
	Iteration 36Q: 3 clusters Score -768084.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -768085.000000 Penalty: 4336.237793
	Iteration 37Q: 3 clusters Score -768085 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -768085.000000 Penalty: 4336.237793
	Iteration 38F: 3 clusters Score -768085 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (25016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25016 members 
Entering Unmasked Estep 
Score: -3235564.750000 Penalty: 2511.563232
	Iteration 0F: 2 clusters Score -3235565 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12600 members 
Mstep: Class 2 contains 12416 members 
Entering Unmasked Estep 
Score: -3218318.500000 Penalty: 5023.126465
	Iteration 0F: 3 clusters Score -3218318 nChanged 11097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12821 members 
Mstep: Class 2 contains 12195 members 
Entering Unmasked Estep 
Score: -3224276.500000 Penalty: 5023.126465
	Iteration 1F: 3 clusters Score -3224276 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12958 members 
Mstep: Class 2 contains 12058 members 
Entering Unmasked Estep 
Score: -3224672.500000 Penalty: 5023.126465
	Iteration 2Q: 3 clusters Score -3224672 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13177 members 
Mstep: Class 2 contains 11839 members 
Entering Unmasked Estep 
Score: -3225000.750000 Penalty: 5023.126465
	Iteration 3Q: 3 clusters Score -3225001 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13522 members 
Mstep: Class 2 contains 11494 members 
Entering Unmasked Estep 
Score: -3225289.250000 Penalty: 5023.126465
	Iteration 4Q: 3 clusters Score -3225289 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13932 members 
Mstep: Class 2 contains 11084 members 
Entering Unmasked Estep 
Score: -3225582.000000 Penalty: 5023.126465
	Iteration 5Q: 3 clusters Score -3225582 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14453 members 
Mstep: Class 2 contains 10563 members 
Entering Unmasked Estep 
Score: -3225891.750000 Penalty: 5023.126465
	Iteration 6Q: 3 clusters Score -3225892 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15106 members 
Mstep: Class 2 contains 9910 members 
Entering Unmasked Estep 
Score: -3226231.000000 Penalty: 5023.126465
	Iteration 7Q: 3 clusters Score -3226231 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15942 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -3226743.250000 Penalty: 5023.126465
	Iteration 8Q: 3 clusters Score -3226743 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16957 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -3227449.750000 Penalty: 5023.126465
	Iteration 9Q: 3 clusters Score -3227450 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18131 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -3228356.500000 Penalty: 5023.126465
	Iteration 10F: 3 clusters Score -3228356 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19319 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -3229336.500000 Penalty: 5023.126465
	Iteration 11F: 3 clusters Score -3229336 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20409 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -3230233.500000 Penalty: 5023.126465
	Iteration 12Q: 3 clusters Score -3230234 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21367 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -3231017.250000 Penalty: 5023.126465
	Iteration 13Q: 3 clusters Score -3231017 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22152 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -3231636.750000 Penalty: 5023.126465
	Iteration 14Q: 3 clusters Score -3231637 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22757 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -3232082.250000 Penalty: 5023.126465
	Iteration 15Q: 3 clusters Score -3232082 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23206 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -3232411.750000 Penalty: 5023.126465
	Iteration 16Q: 3 clusters Score -3232412 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23552 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -3232650.000000 Penalty: 5023.126465
	Iteration 17Q: 3 clusters Score -3232650 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23819 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -3232832.250000 Penalty: 5023.126465
	Iteration 18Q: 3 clusters Score -3232832 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24036 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -3232985.500000 Penalty: 5023.126465
	Iteration 19Q: 3 clusters Score -3232986 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24189 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -3233115.500000 Penalty: 5023.126465
	Iteration 20F: 3 clusters Score -3233116 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24302 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -3233192.500000 Penalty: 5023.126465
	Iteration 21Q: 3 clusters Score -3233192 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24367 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -3233258.000000 Penalty: 5023.126465
	Iteration 22Q: 3 clusters Score -3233258 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24414 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -3233305.250000 Penalty: 5023.126465
	Iteration 23Q: 3 clusters Score -3233305 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24455 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -3233332.500000 Penalty: 5023.126465
	Iteration 24Q: 3 clusters Score -3233332 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24482 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -3233352.000000 Penalty: 5023.126465
	Iteration 25Q: 3 clusters Score -3233352 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24497 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -3233361.750000 Penalty: 5023.126465
	Iteration 26Q: 3 clusters Score -3233362 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24516 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -3233376.500000 Penalty: 5023.126465
	Iteration 27Q: 3 clusters Score -3233376 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24525 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -3233386.750000 Penalty: 5023.126465
	Iteration 28Q: 3 clusters Score -3233387 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24529 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -3233392.250000 Penalty: 5023.126465
	Iteration 29Q: 3 clusters Score -3233392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24531 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -3233391.750000 Penalty: 5023.126465
	Iteration 30Q: 3 clusters Score -3233392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24533 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -3233389.500000 Penalty: 5023.126465
	Iteration 31Q: 3 clusters Score -3233390 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24534 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -3233392.000000 Penalty: 5023.126465
	Iteration 32Q: 3 clusters Score -3233392 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24535 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -3233394.250000 Penalty: 5023.126465
	Iteration 33Q: 3 clusters Score -3233394 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24535 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -3233394.250000 Penalty: 5023.126465
	Iteration 34F: 3 clusters Score -3233394 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (8518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Entering Unmasked Estep 
Score: -1072011.125000 Penalty: 2244.384521
	Iteration 0F: 2 clusters Score -1072011 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -1065217.625000 Penalty: 4488.769043
	Iteration 0F: 3 clusters Score -1065218 nChanged 3518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -1067097.000000 Penalty: 4488.769043
	Iteration 1F: 3 clusters Score -1067097 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -1067345.625000 Penalty: 4488.769043
	Iteration 2F: 3 clusters Score -1067346 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -1067498.500000 Penalty: 4488.769043
	Iteration 3Q: 3 clusters Score -1067498 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -1067621.000000 Penalty: 4488.769043
	Iteration 4Q: 3 clusters Score -1067621 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -1067723.125000 Penalty: 4488.769043
	Iteration 5Q: 3 clusters Score -1067723 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -1067787.125000 Penalty: 4488.769043
	Iteration 6Q: 3 clusters Score -1067787 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -1067849.375000 Penalty: 4488.769043
	Iteration 7Q: 3 clusters Score -1067849 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -1067895.625000 Penalty: 4488.769043
	Iteration 8Q: 3 clusters Score -1067896 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -1067939.375000 Penalty: 4488.769043
	Iteration 9Q: 3 clusters Score -1067939 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -1067982.500000 Penalty: 4488.769043
	Iteration 10Q: 3 clusters Score -1067982 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -1068031.500000 Penalty: 4488.769043
	Iteration 11Q: 3 clusters Score -1068032 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -1068081.750000 Penalty: 4488.769043
	Iteration 12Q: 3 clusters Score -1068082 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -1068133.500000 Penalty: 4488.769043
	Iteration 13Q: 3 clusters Score -1068134 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -1068171.750000 Penalty: 4488.769043
	Iteration 14Q: 3 clusters Score -1068172 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -1068220.000000 Penalty: 4488.769043
	Iteration 15Q: 3 clusters Score -1068220 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -1068262.125000 Penalty: 4488.769043
	Iteration 16Q: 3 clusters Score -1068262 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -1068310.125000 Penalty: 4488.769043
	Iteration 17Q: 3 clusters Score -1068310 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -1068375.250000 Penalty: 4488.769043
	Iteration 18Q: 3 clusters Score -1068375 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -1068458.375000 Penalty: 4488.769043
	Iteration 19Q: 3 clusters Score -1068458 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -1068550.750000 Penalty: 4488.769043
	Iteration 20F: 3 clusters Score -1068551 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -1068667.500000 Penalty: 4488.769043
	Iteration 21Q: 3 clusters Score -1068668 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -1068790.375000 Penalty: 4488.769043
	Iteration 22Q: 3 clusters Score -1068790 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -1068934.750000 Penalty: 4488.769043
	Iteration 23Q: 3 clusters Score -1068935 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -1069089.500000 Penalty: 4488.769043
	Iteration 24Q: 3 clusters Score -1069090 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -1069238.625000 Penalty: 4488.769043
	Iteration 25Q: 3 clusters Score -1069239 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -1069373.250000 Penalty: 4488.769043
	Iteration 26Q: 3 clusters Score -1069373 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -1069496.625000 Penalty: 4488.769043
	Iteration 27Q: 3 clusters Score -1069497 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -1069621.625000 Penalty: 4488.769043
	Iteration 28Q: 3 clusters Score -1069622 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -1069737.875000 Penalty: 4488.769043
	Iteration 29Q: 3 clusters Score -1069738 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -1069813.500000 Penalty: 4488.769043
	Iteration 30Q: 3 clusters Score -1069814 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -1069872.250000 Penalty: 4488.769043
	Iteration 31Q: 3 clusters Score -1069872 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -1069933.125000 Penalty: 4488.769043
	Iteration 32Q: 3 clusters Score -1069933 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -1069982.625000 Penalty: 4488.769043
	Iteration 33Q: 3 clusters Score -1069983 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -1070019.625000 Penalty: 4488.769043
	Iteration 34Q: 3 clusters Score -1070020 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -1070050.250000 Penalty: 4488.769043
	Iteration 35Q: 3 clusters Score -1070050 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -1070070.750000 Penalty: 4488.769043
	Iteration 36Q: 3 clusters Score -1070071 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -1070096.000000 Penalty: 4488.769043
	Iteration 37Q: 3 clusters Score -1070096 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -1070114.500000 Penalty: 4488.769043
	Iteration 38Q: 3 clusters Score -1070114 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -1070135.375000 Penalty: 4488.769043
	Iteration 39Q: 3 clusters Score -1070135 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -1070143.625000 Penalty: 4488.769043
	Iteration 40F: 3 clusters Score -1070144 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -1070159.375000 Penalty: 4488.769043
	Iteration 41Q: 3 clusters Score -1070159 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -1070172.250000 Penalty: 4488.769043
	Iteration 42Q: 3 clusters Score -1070172 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -1070180.375000 Penalty: 4488.769043
	Iteration 43Q: 3 clusters Score -1070180 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -1070187.250000 Penalty: 4488.769043
	Iteration 44Q: 3 clusters Score -1070187 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -1070190.875000 Penalty: 4488.769043
	Iteration 45Q: 3 clusters Score -1070191 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -1070198.750000 Penalty: 4488.769043
	Iteration 46Q: 3 clusters Score -1070199 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -1070199.875000 Penalty: 4488.769043
	Iteration 47Q: 3 clusters Score -1070200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -1070205.125000 Penalty: 4488.769043
	Iteration 48Q: 3 clusters Score -1070205 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -1070206.250000 Penalty: 4488.769043
	Iteration 49Q: 3 clusters Score -1070206 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -1070207.625000 Penalty: 4488.769043
	Iteration 50Q: 3 clusters Score -1070208 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -1070207.875000 Penalty: 4488.769043
	Iteration 51Q: 3 clusters Score -1070208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -1070211.125000 Penalty: 4488.769043
	Iteration 52Q: 3 clusters Score -1070211 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -1070214.625000 Penalty: 4488.769043
	Iteration 53Q: 3 clusters Score -1070215 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -1070216.750000 Penalty: 4488.769043
	Iteration 54Q: 3 clusters Score -1070217 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -1070220.750000 Penalty: 4488.769043
	Iteration 55Q: 3 clusters Score -1070221 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -1070222.750000 Penalty: 4488.769043
	Iteration 56Q: 3 clusters Score -1070223 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -1070226.750000 Penalty: 4488.769043
	Iteration 57Q: 3 clusters Score -1070227 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -1070232.125000 Penalty: 4488.769043
	Iteration 58Q: 3 clusters Score -1070232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -1070234.375000 Penalty: 4488.769043
	Iteration 59Q: 3 clusters Score -1070234 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -1070235.000000 Penalty: 4488.769043
	Iteration 60F: 3 clusters Score -1070235 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -1070237.000000 Penalty: 4488.769043
	Iteration 61Q: 3 clusters Score -1070237 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -1070240.500000 Penalty: 4488.769043
	Iteration 62Q: 3 clusters Score -1070240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -1070241.375000 Penalty: 4488.769043
	Iteration 63Q: 3 clusters Score -1070241 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -1070245.000000 Penalty: 4488.769043
	Iteration 64Q: 3 clusters Score -1070245 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -1070245.750000 Penalty: 4488.769043
	Iteration 65Q: 3 clusters Score -1070246 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -1070245.500000 Penalty: 4488.769043
	Iteration 66Q: 3 clusters Score -1070246 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -1070245.500000 Penalty: 4488.769043
	Iteration 67F: 3 clusters Score -1070246 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (12333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12333 members 
Entering Unmasked Estep 
Score: -1564527.375000 Penalty: 2336.168213
	Iteration 0F: 2 clusters Score -1564527 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -1555332.750000 Penalty: 4672.336426
	Iteration 0F: 3 clusters Score -1555333 nChanged 5218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -1558205.000000 Penalty: 4672.336426
	Iteration 1F: 3 clusters Score -1558205 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -1558633.000000 Penalty: 4672.336426
	Iteration 2F: 3 clusters Score -1558633 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -1559088.250000 Penalty: 4672.336426
	Iteration 3F: 3 clusters Score -1559088 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -1559636.875000 Penalty: 4672.336426
	Iteration 4F: 3 clusters Score -1559637 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -1560290.750000 Penalty: 4672.336426
	Iteration 5F: 3 clusters Score -1560291 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -1561100.125000 Penalty: 4672.336426
	Iteration 6F: 3 clusters Score -1561100 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -1561797.125000 Penalty: 4672.336426
	Iteration 7F: 3 clusters Score -1561797 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -1562257.250000 Penalty: 4672.336426
	Iteration 8F: 3 clusters Score -1562257 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -1562536.500000 Penalty: 4672.336426
	Iteration 9Q: 3 clusters Score -1562536 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -1562707.750000 Penalty: 4672.336426
	Iteration 10Q: 3 clusters Score -1562708 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -1562835.875000 Penalty: 4672.336426
	Iteration 11Q: 3 clusters Score -1562836 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -1562912.250000 Penalty: 4672.336426
	Iteration 12Q: 3 clusters Score -1562912 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -1562977.750000 Penalty: 4672.336426
	Iteration 13Q: 3 clusters Score -1562978 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -1563049.125000 Penalty: 4672.336426
	Iteration 14Q: 3 clusters Score -1563049 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -1563140.500000 Penalty: 4672.336426
	Iteration 15Q: 3 clusters Score -1563140 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -1563247.250000 Penalty: 4672.336426
	Iteration 16Q: 3 clusters Score -1563247 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -1563358.875000 Penalty: 4672.336426
	Iteration 17Q: 3 clusters Score -1563359 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -1563447.250000 Penalty: 4672.336426
	Iteration 18Q: 3 clusters Score -1563447 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -1563520.125000 Penalty: 4672.336426
	Iteration 19Q: 3 clusters Score -1563520 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -1563564.375000 Penalty: 4672.336426
	Iteration 20F: 3 clusters Score -1563564 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -1563596.875000 Penalty: 4672.336426
	Iteration 21Q: 3 clusters Score -1563597 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -1563618.250000 Penalty: 4672.336426
	Iteration 22Q: 3 clusters Score -1563618 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -1563633.750000 Penalty: 4672.336426
	Iteration 23Q: 3 clusters Score -1563634 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -1563650.125000 Penalty: 4672.336426
	Iteration 24Q: 3 clusters Score -1563650 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -1563650.500000 Penalty: 4672.336426
	Iteration 25Q: 3 clusters Score -1563650 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -1563656.875000 Penalty: 4672.336426
	Iteration 26Q: 3 clusters Score -1563657 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -1563665.000000 Penalty: 4672.336426
	Iteration 27Q: 3 clusters Score -1563665 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -1563671.625000 Penalty: 4672.336426
	Iteration 28Q: 3 clusters Score -1563672 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -1563669.250000 Penalty: 4672.336426
	Iteration 29Q: 3 clusters Score -1563669 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -1563679.125000 Penalty: 4672.336426
	Iteration 30Q: 3 clusters Score -1563679 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -1563682.000000 Penalty: 4672.336426
	Iteration 31Q: 3 clusters Score -1563682 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -1563681.125000 Penalty: 4672.336426
	Iteration 32Q: 3 clusters Score -1563681 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -1563684.125000 Penalty: 4672.336426
	Iteration 33Q: 3 clusters Score -1563684 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -1563686.250000 Penalty: 4672.336426
	Iteration 34Q: 3 clusters Score -1563686 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -1563690.125000 Penalty: 4672.336426
	Iteration 35Q: 3 clusters Score -1563690 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -1563692.500000 Penalty: 4672.336426
	Iteration 36Q: 3 clusters Score -1563692 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -1563692.875000 Penalty: 4672.336426
	Iteration 37Q: 3 clusters Score -1563693 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -1563695.125000 Penalty: 4672.336426
	Iteration 38Q: 3 clusters Score -1563695 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -1563695.500000 Penalty: 4672.336426
	Iteration 39Q: 3 clusters Score -1563696 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -1563696.625000 Penalty: 4672.336426
	Iteration 40F: 3 clusters Score -1563697 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -1563694.375000 Penalty: 4672.336426
	Iteration 41Q: 3 clusters Score -1563694 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -1563695.000000 Penalty: 4672.336426
	Iteration 42Q: 3 clusters Score -1563695 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8779 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -1563697.000000 Penalty: 4672.336426
	Iteration 43Q: 3 clusters Score -1563697 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -1563697.500000 Penalty: 4672.336426
	Iteration 44Q: 3 clusters Score -1563698 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -1563695.875000 Penalty: 4672.336426
	Iteration 45Q: 3 clusters Score -1563696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -1563697.375000 Penalty: 4672.336426
	Iteration 46Q: 3 clusters Score -1563697 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -1563696.500000 Penalty: 4672.336426
	Iteration 47Q: 3 clusters Score -1563696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -1563698.875000 Penalty: 4672.336426
	Iteration 48Q: 3 clusters Score -1563699 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -1563697.375000 Penalty: 4672.336426
	Iteration 49Q: 3 clusters Score -1563697 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -1563698.125000 Penalty: 4672.336426
	Iteration 50Q: 3 clusters Score -1563698 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -1563698.875000 Penalty: 4672.336426
	Iteration 51Q: 3 clusters Score -1563699 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -1563702.000000 Penalty: 4672.336426
	Iteration 52Q: 3 clusters Score -1563702 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -1563701.125000 Penalty: 4672.336426
	Iteration 53Q: 3 clusters Score -1563701 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -1563701.625000 Penalty: 4672.336426
	Iteration 54Q: 3 clusters Score -1563702 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -1563703.875000 Penalty: 4672.336426
	Iteration 55Q: 3 clusters Score -1563704 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -1563708.000000 Penalty: 4672.336426
	Iteration 56Q: 3 clusters Score -1563708 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -1563708.500000 Penalty: 4672.336426
	Iteration 57Q: 3 clusters Score -1563708 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -1563708.875000 Penalty: 4672.336426
	Iteration 58Q: 3 clusters Score -1563709 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -1563710.875000 Penalty: 4672.336426
	Iteration 59Q: 3 clusters Score -1563711 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -1563713.375000 Penalty: 4672.336426
	Iteration 60F: 3 clusters Score -1563713 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -1563713.375000 Penalty: 4672.336426
	Iteration 61Q: 3 clusters Score -1563713 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -1563714.375000 Penalty: 4672.336426
	Iteration 62Q: 3 clusters Score -1563714 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -1563717.250000 Penalty: 4672.336426
	Iteration 63Q: 3 clusters Score -1563717 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -1563716.250000 Penalty: 4672.336426
	Iteration 64Q: 3 clusters Score -1563716 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -1563720.750000 Penalty: 4672.336426
	Iteration 65Q: 3 clusters Score -1563721 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -1563723.125000 Penalty: 4672.336426
	Iteration 66Q: 3 clusters Score -1563723 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -1563727.000000 Penalty: 4672.336426
	Iteration 67Q: 3 clusters Score -1563727 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -1563728.750000 Penalty: 4672.336426
	Iteration 68Q: 3 clusters Score -1563729 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -1563729.875000 Penalty: 4672.336426
	Iteration 69Q: 3 clusters Score -1563730 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -1563735.375000 Penalty: 4672.336426
	Iteration 70Q: 3 clusters Score -1563735 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -1563736.250000 Penalty: 4672.336426
	Iteration 71Q: 3 clusters Score -1563736 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -1563737.875000 Penalty: 4672.336426
	Iteration 72Q: 3 clusters Score -1563738 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -1563737.625000 Penalty: 4672.336426
	Iteration 73Q: 3 clusters Score -1563738 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -1563740.125000 Penalty: 4672.336426
	Iteration 74Q: 3 clusters Score -1563740 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -1563738.625000 Penalty: 4672.336426
	Iteration 75Q: 3 clusters Score -1563739 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -1563738.750000 Penalty: 4672.336426
	Iteration 76Q: 3 clusters Score -1563739 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -1563736.375000 Penalty: 4672.336426
	Iteration 77Q: 3 clusters Score -1563736 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -1563737.875000 Penalty: 4672.336426
	Iteration 78Q: 3 clusters Score -1563738 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -1563741.375000 Penalty: 4672.336426
	Iteration 79Q: 3 clusters Score -1563741 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -1563739.125000 Penalty: 4672.336426
	Iteration 80F: 3 clusters Score -1563739 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -1563739.875000 Penalty: 4672.336426
	Iteration 81Q: 3 clusters Score -1563740 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -1563742.625000 Penalty: 4672.336426
	Iteration 82Q: 3 clusters Score -1563743 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -1563742.625000 Penalty: 4672.336426
	Iteration 83F: 3 clusters Score -1563743 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (10331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10331 members 
Entering Unmasked Estep 
Score: -1292374.250000 Penalty: 2292.240234
	Iteration 0F: 2 clusters Score -1292374 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -1284428.500000 Penalty: 4584.480469
	Iteration 0F: 3 clusters Score -1284428 nChanged 4397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -1286816.500000 Penalty: 4584.480469
	Iteration 1F: 3 clusters Score -1286816 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -1287140.125000 Penalty: 4584.480469
	Iteration 2F: 3 clusters Score -1287140 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -1287383.625000 Penalty: 4584.480469
	Iteration 3Q: 3 clusters Score -1287384 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -1287561.625000 Penalty: 4584.480469
	Iteration 4Q: 3 clusters Score -1287562 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -1287724.625000 Penalty: 4584.480469
	Iteration 5Q: 3 clusters Score -1287725 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -1287885.125000 Penalty: 4584.480469
	Iteration 6Q: 3 clusters Score -1287885 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -1288061.875000 Penalty: 4584.480469
	Iteration 7Q: 3 clusters Score -1288062 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -1288265.375000 Penalty: 4584.480469
	Iteration 8Q: 3 clusters Score -1288265 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -1288523.125000 Penalty: 4584.480469
	Iteration 9Q: 3 clusters Score -1288523 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -1288804.625000 Penalty: 4584.480469
	Iteration 10Q: 3 clusters Score -1288805 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -1289118.875000 Penalty: 4584.480469
	Iteration 11Q: 3 clusters Score -1289119 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -1289442.250000 Penalty: 4584.480469
	Iteration 12Q: 3 clusters Score -1289442 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -1289769.250000 Penalty: 4584.480469
	Iteration 13Q: 3 clusters Score -1289769 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -1290080.625000 Penalty: 4584.480469
	Iteration 14Q: 3 clusters Score -1290081 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -1290366.000000 Penalty: 4584.480469
	Iteration 15Q: 3 clusters Score -1290366 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -1290638.750000 Penalty: 4584.480469
	Iteration 16Q: 3 clusters Score -1290639 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -1290877.750000 Penalty: 4584.480469
	Iteration 17Q: 3 clusters Score -1290878 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -1291031.125000 Penalty: 4584.480469
	Iteration 18Q: 3 clusters Score -1291031 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -1291129.625000 Penalty: 4584.480469
	Iteration 19Q: 3 clusters Score -1291130 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -1291186.500000 Penalty: 4584.480469
	Iteration 20F: 3 clusters Score -1291186 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -1291228.750000 Penalty: 4584.480469
	Iteration 21Q: 3 clusters Score -1291229 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -1291269.125000 Penalty: 4584.480469
	Iteration 22Q: 3 clusters Score -1291269 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -1291301.500000 Penalty: 4584.480469
	Iteration 23Q: 3 clusters Score -1291302 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -1291332.500000 Penalty: 4584.480469
	Iteration 24Q: 3 clusters Score -1291332 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -1291363.250000 Penalty: 4584.480469
	Iteration 25Q: 3 clusters Score -1291363 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -1291393.750000 Penalty: 4584.480469
	Iteration 26Q: 3 clusters Score -1291394 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -1291437.375000 Penalty: 4584.480469
	Iteration 27Q: 3 clusters Score -1291437 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -1291476.250000 Penalty: 4584.480469
	Iteration 28Q: 3 clusters Score -1291476 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -1291520.500000 Penalty: 4584.480469
	Iteration 29Q: 3 clusters Score -1291520 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -1291564.625000 Penalty: 4584.480469
	Iteration 30Q: 3 clusters Score -1291565 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -1291593.250000 Penalty: 4584.480469
	Iteration 31Q: 3 clusters Score -1291593 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -1291612.000000 Penalty: 4584.480469
	Iteration 32Q: 3 clusters Score -1291612 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -1291622.500000 Penalty: 4584.480469
	Iteration 33Q: 3 clusters Score -1291622 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -1291633.500000 Penalty: 4584.480469
	Iteration 34Q: 3 clusters Score -1291634 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -1291639.250000 Penalty: 4584.480469
	Iteration 35Q: 3 clusters Score -1291639 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -1291646.500000 Penalty: 4584.480469
	Iteration 36Q: 3 clusters Score -1291646 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -1291651.625000 Penalty: 4584.480469
	Iteration 37Q: 3 clusters Score -1291652 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -1291657.625000 Penalty: 4584.480469
	Iteration 38Q: 3 clusters Score -1291658 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -1291669.250000 Penalty: 4584.480469
	Iteration 39Q: 3 clusters Score -1291669 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -1291676.125000 Penalty: 4584.480469
	Iteration 40F: 3 clusters Score -1291676 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -1291687.625000 Penalty: 4584.480469
	Iteration 41Q: 3 clusters Score -1291688 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -1291691.750000 Penalty: 4584.480469
	Iteration 42Q: 3 clusters Score -1291692 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -1291696.875000 Penalty: 4584.480469
	Iteration 43Q: 3 clusters Score -1291697 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -1291698.500000 Penalty: 4584.480469
	Iteration 44Q: 3 clusters Score -1291698 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -1291707.875000 Penalty: 4584.480469
	Iteration 45Q: 3 clusters Score -1291708 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -1291716.750000 Penalty: 4584.480469
	Iteration 46Q: 3 clusters Score -1291717 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -1291720.875000 Penalty: 4584.480469
	Iteration 47Q: 3 clusters Score -1291721 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -1291728.125000 Penalty: 4584.480469
	Iteration 48Q: 3 clusters Score -1291728 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -1291737.625000 Penalty: 4584.480469
	Iteration 49Q: 3 clusters Score -1291738 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -1291743.875000 Penalty: 4584.480469
	Iteration 50Q: 3 clusters Score -1291744 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -1291751.250000 Penalty: 4584.480469
	Iteration 51Q: 3 clusters Score -1291751 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -1291758.250000 Penalty: 4584.480469
	Iteration 52Q: 3 clusters Score -1291758 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -1291766.375000 Penalty: 4584.480469
	Iteration 53Q: 3 clusters Score -1291766 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -1291779.375000 Penalty: 4584.480469
	Iteration 54Q: 3 clusters Score -1291779 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -1291784.125000 Penalty: 4584.480469
	Iteration 55Q: 3 clusters Score -1291784 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -1291797.625000 Penalty: 4584.480469
	Iteration 56Q: 3 clusters Score -1291798 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -1291804.000000 Penalty: 4584.480469
	Iteration 57Q: 3 clusters Score -1291804 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -1291809.750000 Penalty: 4584.480469
	Iteration 58Q: 3 clusters Score -1291810 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -1291818.875000 Penalty: 4584.480469
	Iteration 59Q: 3 clusters Score -1291819 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -1291820.250000 Penalty: 4584.480469
	Iteration 60F: 3 clusters Score -1291820 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -1291827.000000 Penalty: 4584.480469
	Iteration 61Q: 3 clusters Score -1291827 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -1291826.750000 Penalty: 4584.480469
	Iteration 62Q: 3 clusters Score -1291827 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -1291826.875000 Penalty: 4584.480469
	Iteration 63Q: 3 clusters Score -1291827 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -1291828.625000 Penalty: 4584.480469
	Iteration 64Q: 3 clusters Score -1291829 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -1291829.625000 Penalty: 4584.480469
	Iteration 65Q: 3 clusters Score -1291830 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -1291831.375000 Penalty: 4584.480469
	Iteration 66Q: 3 clusters Score -1291831 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -1291830.250000 Penalty: 4584.480469
	Iteration 67Q: 3 clusters Score -1291830 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -1291828.750000 Penalty: 4584.480469
	Iteration 68Q: 3 clusters Score -1291829 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -1291829.750000 Penalty: 4584.480469
	Iteration 69Q: 3 clusters Score -1291830 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -1291831.750000 Penalty: 4584.480469
	Iteration 70Q: 3 clusters Score -1291832 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -1291831.625000 Penalty: 4584.480469
	Iteration 71Q: 3 clusters Score -1291832 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -1291831.625000 Penalty: 4584.480469
	Iteration 72F: 3 clusters Score -1291832 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (175666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175666 members 
Entering Unmasked Estep 
Score: -22482694.000000 Penalty: 2994.932129
	Iteration 0F: 2 clusters Score -2.248269e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87765 members 
Mstep: Class 2 contains 87901 members 
Entering Unmasked Estep 
Score: -22365342.000000 Penalty: 5989.864258
	Iteration 0F: 3 clusters Score -2.236534e+07 nChanged 83900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88445 members 
Mstep: Class 2 contains 87221 members 
Entering Unmasked Estep 
Score: -22414684.000000 Penalty: 5989.864258
	Iteration 1F: 3 clusters Score -2.241468e+07 nChanged 5574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89201 members 
Mstep: Class 2 contains 86465 members 
Entering Unmasked Estep 
Score: -22416056.000000 Penalty: 5989.864258
	Iteration 2Q: 3 clusters Score -2.241606e+07 nChanged 6066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90349 members 
Mstep: Class 2 contains 85317 members 
Entering Unmasked Estep 
Score: -22417852.000000 Penalty: 5989.864258
	Iteration 3Q: 3 clusters Score -2.241785e+07 nChanged 7049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91990 members 
Mstep: Class 2 contains 83676 members 
Entering Unmasked Estep 
Score: -22420346.000000 Penalty: 5989.864258
	Iteration 4Q: 3 clusters Score -2.242035e+07 nChanged 8125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94247 members 
Mstep: Class 2 contains 81419 members 
Entering Unmasked Estep 
Score: -22423920.000000 Penalty: 5989.864258
	Iteration 5Q: 3 clusters Score -2.242392e+07 nChanged 9303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97392 members 
Mstep: Class 2 contains 78274 members 
Entering Unmasked Estep 
Score: -22428680.000000 Penalty: 5989.864258
	Iteration 6F: 3 clusters Score -2.242868e+07 nChanged 9818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101386 members 
Mstep: Class 2 contains 74280 members 
Entering Unmasked Estep 
Score: -22433796.000000 Penalty: 5989.864258
	Iteration 7F: 3 clusters Score -2.24338e+07 nChanged 9650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105828 members 
Mstep: Class 2 contains 69838 members 
Entering Unmasked Estep 
Score: -22439392.000000 Penalty: 5989.864258
	Iteration 8F: 3 clusters Score -2.243939e+07 nChanged 9338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110608 members 
Mstep: Class 2 contains 65058 members 
Entering Unmasked Estep 
Score: -22445762.000000 Penalty: 5989.864258
	Iteration 9F: 3 clusters Score -2.244576e+07 nChanged 8511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115175 members 
Mstep: Class 2 contains 60491 members 
Entering Unmasked Estep 
Score: -22451682.000000 Penalty: 5989.864258
	Iteration 10Q: 3 clusters Score -2.245168e+07 nChanged 7278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119089 members 
Mstep: Class 2 contains 56577 members 
Entering Unmasked Estep 
Score: -22455674.000000 Penalty: 5989.864258
	Iteration 11Q: 3 clusters Score -2.245567e+07 nChanged 5386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122657 members 
Mstep: Class 2 contains 53009 members 
Entering Unmasked Estep 
Score: -22458082.000000 Penalty: 5989.864258
	Iteration 12Q: 3 clusters Score -2.245808e+07 nChanged 3930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126137 members 
Mstep: Class 2 contains 49529 members 
Entering Unmasked Estep 
Score: -22459782.000000 Penalty: 5989.864258
	Iteration 13Q: 3 clusters Score -2.245978e+07 nChanged 3648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129743 members 
Mstep: Class 2 contains 45923 members 
Entering Unmasked Estep 
Score: -22461418.000000 Penalty: 5989.864258
	Iteration 14Q: 3 clusters Score -2.246142e+07 nChanged 3776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133513 members 
Mstep: Class 2 contains 42153 members 
Entering Unmasked Estep 
Score: -22462918.000000 Penalty: 5989.864258
	Iteration 15Q: 3 clusters Score -2.246292e+07 nChanged 3639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137148 members 
Mstep: Class 2 contains 38518 members 
Entering Unmasked Estep 
Score: -22464408.000000 Penalty: 5989.864258
	Iteration 16Q: 3 clusters Score -2.246441e+07 nChanged 3629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140777 members 
Mstep: Class 2 contains 34889 members 
Entering Unmasked Estep 
Score: -22465990.000000 Penalty: 5989.864258
	Iteration 17Q: 3 clusters Score -2.246599e+07 nChanged 3574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144351 members 
Mstep: Class 2 contains 31315 members 
Entering Unmasked Estep 
Score: -22467692.000000 Penalty: 5989.864258
	Iteration 18Q: 3 clusters Score -2.246769e+07 nChanged 3464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147813 members 
Mstep: Class 2 contains 27853 members 
Entering Unmasked Estep 
Score: -22469508.000000 Penalty: 5989.864258
	Iteration 19Q: 3 clusters Score -2.246951e+07 nChanged 3276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151087 members 
Mstep: Class 2 contains 24579 members 
Entering Unmasked Estep 
Score: -22471132.000000 Penalty: 5989.864258
	Iteration 20F: 3 clusters Score -2.247113e+07 nChanged 3133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154216 members 
Mstep: Class 2 contains 21450 members 
Entering Unmasked Estep 
Score: -22472864.000000 Penalty: 5989.864258
	Iteration 21Q: 3 clusters Score -2.247286e+07 nChanged 2865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157077 members 
Mstep: Class 2 contains 18589 members 
Entering Unmasked Estep 
Score: -22474496.000000 Penalty: 5989.864258
	Iteration 22Q: 3 clusters Score -2.24745e+07 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159593 members 
Mstep: Class 2 contains 16073 members 
Entering Unmasked Estep 
Score: -22476044.000000 Penalty: 5989.864258
	Iteration 23Q: 3 clusters Score -2.247604e+07 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161756 members 
Mstep: Class 2 contains 13910 members 
Entering Unmasked Estep 
Score: -22477462.000000 Penalty: 5989.864258
	Iteration 24Q: 3 clusters Score -2.247746e+07 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163625 members 
Mstep: Class 2 contains 12041 members 
Entering Unmasked Estep 
Score: -22478610.000000 Penalty: 5989.864258
	Iteration 25Q: 3 clusters Score -2.247861e+07 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165178 members 
Mstep: Class 2 contains 10488 members 
Entering Unmasked Estep 
Score: -22479656.000000 Penalty: 5989.864258
	Iteration 26Q: 3 clusters Score -2.247966e+07 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166390 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -22480454.000000 Penalty: 5989.864258
	Iteration 27Q: 3 clusters Score -2.248045e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167386 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -22481136.000000 Penalty: 5989.864258
	Iteration 28Q: 3 clusters Score -2.248114e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168201 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -22481684.000000 Penalty: 5989.864258
	Iteration 29Q: 3 clusters Score -2.248168e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168833 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -22481956.000000 Penalty: 5989.864258
	Iteration 30Q: 3 clusters Score -2.248196e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169317 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -22482228.000000 Penalty: 5989.864258
	Iteration 31Q: 3 clusters Score -2.248223e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169702 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -22482422.000000 Penalty: 5989.864258
	Iteration 32Q: 3 clusters Score -2.248242e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170018 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -22482554.000000 Penalty: 5989.864258
	Iteration 33Q: 3 clusters Score -2.248255e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170259 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -22482646.000000 Penalty: 5989.864258
	Iteration 34Q: 3 clusters Score -2.248265e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170449 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -22482642.000000 Penalty: 5989.864258
	Iteration 35Q: 3 clusters Score -2.248264e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170591 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -22482752.000000 Penalty: 5989.864258
	Iteration 36Q: 3 clusters Score -2.248275e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170705 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -22482722.000000 Penalty: 5989.864258
	Iteration 37Q: 3 clusters Score -2.248272e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170790 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -22482762.000000 Penalty: 5989.864258
	Iteration 38Q: 3 clusters Score -2.248276e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170883 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -22482788.000000 Penalty: 5989.864258
	Iteration 39Q: 3 clusters Score -2.248279e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170956 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -22482830.000000 Penalty: 5989.864258
	Iteration 40F: 3 clusters Score -2.248283e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171010 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -22482778.000000 Penalty: 5989.864258
	Iteration 41Q: 3 clusters Score -2.248278e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171048 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -22482768.000000 Penalty: 5989.864258
	Iteration 42Q: 3 clusters Score -2.248277e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171089 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -22482784.000000 Penalty: 5989.864258
	Iteration 43Q: 3 clusters Score -2.248278e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171121 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -22482810.000000 Penalty: 5989.864258
	Iteration 44Q: 3 clusters Score -2.248281e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171145 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -22482830.000000 Penalty: 5989.864258
	Iteration 45Q: 3 clusters Score -2.248283e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171167 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -22482822.000000 Penalty: 5989.864258
	Iteration 46Q: 3 clusters Score -2.248282e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171182 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -22482800.000000 Penalty: 5989.864258
	Iteration 47Q: 3 clusters Score -2.24828e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171187 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -22482816.000000 Penalty: 5989.864258
	Iteration 48Q: 3 clusters Score -2.248282e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171195 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -22482810.000000 Penalty: 5989.864258
	Iteration 49Q: 3 clusters Score -2.248281e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171207 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -22482814.000000 Penalty: 5989.864258
	Iteration 50Q: 3 clusters Score -2.248281e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171216 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -22482824.000000 Penalty: 5989.864258
	Iteration 51Q: 3 clusters Score -2.248282e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171223 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -22482828.000000 Penalty: 5989.864258
	Iteration 52Q: 3 clusters Score -2.248283e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171228 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -22482832.000000 Penalty: 5989.864258
	Iteration 53Q: 3 clusters Score -2.248283e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171231 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -22482828.000000 Penalty: 5989.864258
	Iteration 54Q: 3 clusters Score -2.248283e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171234 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -22482844.000000 Penalty: 5989.864258
	Iteration 55Q: 3 clusters Score -2.248284e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171236 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -22482832.000000 Penalty: 5989.864258
	Iteration 56Q: 3 clusters Score -2.248283e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171238 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -22482852.000000 Penalty: 5989.864258
	Iteration 57Q: 3 clusters Score -2.248285e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171243 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -22482830.000000 Penalty: 5989.864258
	Iteration 58Q: 3 clusters Score -2.248283e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171245 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -22482834.000000 Penalty: 5989.864258
	Iteration 59Q: 3 clusters Score -2.248283e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171249 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -22482828.000000 Penalty: 5989.864258
	Iteration 60F: 3 clusters Score -2.248283e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171259 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -22482830.000000 Penalty: 5989.864258
	Iteration 61Q: 3 clusters Score -2.248283e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171267 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -22482834.000000 Penalty: 5989.864258
	Iteration 62Q: 3 clusters Score -2.248283e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171272 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -22482850.000000 Penalty: 5989.864258
	Iteration 63Q: 3 clusters Score -2.248285e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171276 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -22482870.000000 Penalty: 5989.864258
	Iteration 64Q: 3 clusters Score -2.248287e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171279 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -22482858.000000 Penalty: 5989.864258
	Iteration 65Q: 3 clusters Score -2.248286e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171281 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -22482858.000000 Penalty: 5989.864258
	Iteration 66Q: 3 clusters Score -2.248286e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171283 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -22482862.000000 Penalty: 5989.864258
	Iteration 67Q: 3 clusters Score -2.248286e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171285 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -22482860.000000 Penalty: 5989.864258
	Iteration 68Q: 3 clusters Score -2.248286e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171289 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -22482854.000000 Penalty: 5989.864258
	Iteration 69Q: 3 clusters Score -2.248285e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171290 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -22482870.000000 Penalty: 5989.864258
	Iteration 70Q: 3 clusters Score -2.248287e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171290 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -22482870.000000 Penalty: 5989.864258
	Iteration 71F: 3 clusters Score -2.248287e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 15471 members 
Mstep: Class 3 contains 27347 members 
Mstep: Class 4 contains 38685 members 
Mstep: Class 5 contains 22127 members 
Mstep: Class 6 contains 8180 members 
Mstep: Class 7 contains 2549 members 
Mstep: Class 8 contains 46114 members 
Mstep: Class 9 contains 30685 members 
Mstep: Class 10 contains 12782 members 
Mstep: Class 11 contains 4419 members 
Mstep: Class 12 contains 225577 members 
Mstep: Class 13 contains 10710 members 
Mstep: Class 14 contains 6263 members 
Mstep: Class 15 contains 25016 members 
Mstep: Class 16 contains 8518 members 
Mstep: Class 17 contains 12333 members 
Mstep: Class 18 contains 10331 members 
Mstep: Class 19 contains 171290 members 
Mstep: Class 20 contains 42607 members 
Mstep: Class 21 contains 14001 members 
Mstep: Class 22 contains 636 members 
Mstep: Class 23 contains 10879 members 
Mstep: Class 24 contains 4160 members 
Mstep: Class 25 contains 6060 members 
Mstep: Class 26 contains 60651 members 
Mstep: Class 27 contains 9594 members 
Mstep: Class 28 contains 9706 members 
Mstep: Class 29 contains 5203 members 
Mstep: Class 30 contains 8715 members 
Mstep: Class 31 contains 1646 members 
Mstep: Class 32 contains 4389 members 
Mstep: Class 33 contains 2060 members 
Mstep: Class 34 contains 9008 members 
Mstep: Class 35 contains 201740 members 
Mstep: Class 36 contains 2744 members 
Mstep: Class 37 contains 37528 members 
Mstep: Class 38 contains 3087 members 
Mstep: Class 39 contains 1202 members 
Mstep: Class 40 contains 14216 members 
Mstep: Class 41 contains 27797 members 
Mstep: Class 42 contains 5225 members 
Mstep: Class 43 contains 12662 members 
Mstep: Class 44 contains 1580 members 
Mstep: Class 45 contains 3723 members 
Mstep: Class 46 contains 1993 members 
Mstep: Class 47 contains 4376 members 
Entering Unmasked Estep 
Score: -147473600.000000 Penalty: 163044.031250
Splitting cluster 19 changes total score from -147454880.000000 to -147473600.000000
So it's getting split into cluster 47.
Entering ConstructFrom: 
Trying to split cluster 20 (42607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42607 members 
Entering Unmasked Estep 
Score: -5377311.000000 Penalty: 2643.624023
	Iteration 0F: 2 clusters Score -5377311 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21405 members 
Mstep: Class 2 contains 21202 members 
Entering Unmasked Estep 
Score: -5348430.000000 Penalty: 5287.248047
	Iteration 0F: 3 clusters Score -5348430 nChanged 19661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21772 members 
Mstep: Class 2 contains 20835 members 
Entering Unmasked Estep 
Score: -5359531.000000 Penalty: 5287.248047
	Iteration 1F: 3 clusters Score -5359531 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21792 members 
Mstep: Class 2 contains 20815 members 
Entering Unmasked Estep 
Score: -5360423.500000 Penalty: 5287.248047
	Iteration 2Q: 3 clusters Score -5360424 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21703 members 
Mstep: Class 2 contains 20904 members 
Entering Unmasked Estep 
Score: -5361446.500000 Penalty: 5287.248047
	Iteration 3F: 3 clusters Score -5361446 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21519 members 
Mstep: Class 2 contains 21088 members 
Entering Unmasked Estep 
Score: -5362620.000000 Penalty: 5287.248047
	Iteration 4F: 3 clusters Score -5362620 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21238 members 
Mstep: Class 2 contains 21369 members 
Entering Unmasked Estep 
Score: -5364190.000000 Penalty: 5287.248047
	Iteration 5F: 3 clusters Score -5364190 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20868 members 
Mstep: Class 2 contains 21739 members 
Entering Unmasked Estep 
Score: -5365804.000000 Penalty: 5287.248047
	Iteration 6F: 3 clusters Score -5365804 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20541 members 
Mstep: Class 2 contains 22066 members 
Entering Unmasked Estep 
Score: -5367184.000000 Penalty: 5287.248047
	Iteration 7F: 3 clusters Score -5367184 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20263 members 
Mstep: Class 2 contains 22344 members 
Entering Unmasked Estep 
Score: -5368437.500000 Penalty: 5287.248047
	Iteration 8F: 3 clusters Score -5368438 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20035 members 
Mstep: Class 2 contains 22572 members 
Entering Unmasked Estep 
Score: -5369506.000000 Penalty: 5287.248047
	Iteration 9Q: 3 clusters Score -5369506 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19785 members 
Mstep: Class 2 contains 22822 members 
Entering Unmasked Estep 
Score: -5370408.000000 Penalty: 5287.248047
	Iteration 10Q: 3 clusters Score -5370408 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19520 members 
Mstep: Class 2 contains 23087 members 
Entering Unmasked Estep 
Score: -5371123.000000 Penalty: 5287.248047
	Iteration 11Q: 3 clusters Score -5371123 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19194 members 
Mstep: Class 2 contains 23413 members 
Entering Unmasked Estep 
Score: -5371725.000000 Penalty: 5287.248047
	Iteration 12Q: 3 clusters Score -5371725 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18785 members 
Mstep: Class 2 contains 23822 members 
Entering Unmasked Estep 
Score: -5372281.000000 Penalty: 5287.248047
	Iteration 13Q: 3 clusters Score -5372281 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18291 members 
Mstep: Class 2 contains 24316 members 
Entering Unmasked Estep 
Score: -5372871.500000 Penalty: 5287.248047
	Iteration 14Q: 3 clusters Score -5372872 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17763 members 
Mstep: Class 2 contains 24844 members 
Entering Unmasked Estep 
Score: -5373399.500000 Penalty: 5287.248047
	Iteration 15Q: 3 clusters Score -5373400 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17306 members 
Mstep: Class 2 contains 25301 members 
Entering Unmasked Estep 
Score: -5373778.500000 Penalty: 5287.248047
	Iteration 16Q: 3 clusters Score -5373778 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16870 members 
Mstep: Class 2 contains 25737 members 
Entering Unmasked Estep 
Score: -5374067.000000 Penalty: 5287.248047
	Iteration 17Q: 3 clusters Score -5374067 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16485 members 
Mstep: Class 2 contains 26122 members 
Entering Unmasked Estep 
Score: -5374291.000000 Penalty: 5287.248047
	Iteration 18Q: 3 clusters Score -5374291 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16145 members 
Mstep: Class 2 contains 26462 members 
Entering Unmasked Estep 
Score: -5374483.500000 Penalty: 5287.248047
	Iteration 19Q: 3 clusters Score -5374484 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15828 members 
Mstep: Class 2 contains 26779 members 
Entering Unmasked Estep 
Score: -5374598.500000 Penalty: 5287.248047
	Iteration 20F: 3 clusters Score -5374598 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15526 members 
Mstep: Class 2 contains 27081 members 
Entering Unmasked Estep 
Score: -5374695.000000 Penalty: 5287.248047
	Iteration 21Q: 3 clusters Score -5374695 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15256 members 
Mstep: Class 2 contains 27351 members 
Entering Unmasked Estep 
Score: -5374786.000000 Penalty: 5287.248047
	Iteration 22Q: 3 clusters Score -5374786 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15003 members 
Mstep: Class 2 contains 27604 members 
Entering Unmasked Estep 
Score: -5374850.000000 Penalty: 5287.248047
	Iteration 23Q: 3 clusters Score -5374850 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14743 members 
Mstep: Class 2 contains 27864 members 
Entering Unmasked Estep 
Score: -5374906.500000 Penalty: 5287.248047
	Iteration 24Q: 3 clusters Score -5374906 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14517 members 
Mstep: Class 2 contains 28090 members 
Entering Unmasked Estep 
Score: -5374942.000000 Penalty: 5287.248047
	Iteration 25Q: 3 clusters Score -5374942 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14285 members 
Mstep: Class 2 contains 28322 members 
Entering Unmasked Estep 
Score: -5374961.500000 Penalty: 5287.248047
	Iteration 26Q: 3 clusters Score -5374962 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14101 members 
Mstep: Class 2 contains 28506 members 
Entering Unmasked Estep 
Score: -5375004.500000 Penalty: 5287.248047
	Iteration 27Q: 3 clusters Score -5375004 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13937 members 
Mstep: Class 2 contains 28670 members 
Entering Unmasked Estep 
Score: -5375001.500000 Penalty: 5287.248047
	Iteration 28Q: 3 clusters Score -5375002 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13792 members 
Mstep: Class 2 contains 28815 members 
Entering Unmasked Estep 
Score: -5375029.500000 Penalty: 5287.248047
	Iteration 29Q: 3 clusters Score -5375030 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13669 members 
Mstep: Class 2 contains 28938 members 
Entering Unmasked Estep 
Score: -5375039.000000 Penalty: 5287.248047
	Iteration 30Q: 3 clusters Score -5375039 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13571 members 
Mstep: Class 2 contains 29036 members 
Entering Unmasked Estep 
Score: -5375046.500000 Penalty: 5287.248047
	Iteration 31Q: 3 clusters Score -5375046 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13481 members 
Mstep: Class 2 contains 29126 members 
Entering Unmasked Estep 
Score: -5375032.000000 Penalty: 5287.248047
	Iteration 32Q: 3 clusters Score -5375032 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13402 members 
Mstep: Class 2 contains 29205 members 
Entering Unmasked Estep 
Score: -5375035.500000 Penalty: 5287.248047
	Iteration 33Q: 3 clusters Score -5375036 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13339 members 
Mstep: Class 2 contains 29268 members 
Entering Unmasked Estep 
Score: -5375038.500000 Penalty: 5287.248047
	Iteration 34Q: 3 clusters Score -5375038 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13283 members 
Mstep: Class 2 contains 29324 members 
Entering Unmasked Estep 
Score: -5375057.000000 Penalty: 5287.248047
	Iteration 35Q: 3 clusters Score -5375057 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13215 members 
Mstep: Class 2 contains 29392 members 
Entering Unmasked Estep 
Score: -5375083.000000 Penalty: 5287.248047
	Iteration 36Q: 3 clusters Score -5375083 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13145 members 
Mstep: Class 2 contains 29462 members 
Entering Unmasked Estep 
Score: -5375085.000000 Penalty: 5287.248047
	Iteration 37Q: 3 clusters Score -5375085 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13070 members 
Mstep: Class 2 contains 29537 members 
Entering Unmasked Estep 
Score: -5375075.000000 Penalty: 5287.248047
	Iteration 38Q: 3 clusters Score -5375075 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13004 members 
Mstep: Class 2 contains 29603 members 
Entering Unmasked Estep 
Score: -5375083.500000 Penalty: 5287.248047
	Iteration 39Q: 3 clusters Score -5375084 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12934 members 
Mstep: Class 2 contains 29673 members 
Entering Unmasked Estep 
Score: -5375078.000000 Penalty: 5287.248047
	Iteration 40F: 3 clusters Score -5375078 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12870 members 
Mstep: Class 2 contains 29737 members 
Entering Unmasked Estep 
Score: -5375102.500000 Penalty: 5287.248047
	Iteration 41Q: 3 clusters Score -5375102 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12819 members 
Mstep: Class 2 contains 29788 members 
Entering Unmasked Estep 
Score: -5375100.500000 Penalty: 5287.248047
	Iteration 42Q: 3 clusters Score -5375100 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12770 members 
Mstep: Class 2 contains 29837 members 
Entering Unmasked Estep 
Score: -5375108.500000 Penalty: 5287.248047
	Iteration 43Q: 3 clusters Score -5375108 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12727 members 
Mstep: Class 2 contains 29880 members 
Entering Unmasked Estep 
Score: -5375110.000000 Penalty: 5287.248047
	Iteration 44Q: 3 clusters Score -5375110 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12694 members 
Mstep: Class 2 contains 29913 members 
Entering Unmasked Estep 
Score: -5375097.000000 Penalty: 5287.248047
	Iteration 45Q: 3 clusters Score -5375097 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12659 members 
Mstep: Class 2 contains 29948 members 
Entering Unmasked Estep 
Score: -5375089.500000 Penalty: 5287.248047
	Iteration 46Q: 3 clusters Score -5375090 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12621 members 
Mstep: Class 2 contains 29986 members 
Entering Unmasked Estep 
Score: -5375090.500000 Penalty: 5287.248047
	Iteration 47Q: 3 clusters Score -5375090 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12587 members 
Mstep: Class 2 contains 30020 members 
Entering Unmasked Estep 
Score: -5375086.500000 Penalty: 5287.248047
	Iteration 48Q: 3 clusters Score -5375086 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12550 members 
Mstep: Class 2 contains 30057 members 
Entering Unmasked Estep 
Score: -5375087.000000 Penalty: 5287.248047
	Iteration 49Q: 3 clusters Score -5375087 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12507 members 
Mstep: Class 2 contains 30100 members 
Entering Unmasked Estep 
Score: -5375098.000000 Penalty: 5287.248047
	Iteration 50Q: 3 clusters Score -5375098 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12458 members 
Mstep: Class 2 contains 30149 members 
Entering Unmasked Estep 
Score: -5375091.500000 Penalty: 5287.248047
	Iteration 51Q: 3 clusters Score -5375092 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12420 members 
Mstep: Class 2 contains 30187 members 
Entering Unmasked Estep 
Score: -5375102.000000 Penalty: 5287.248047
	Iteration 52Q: 3 clusters Score -5375102 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12387 members 
Mstep: Class 2 contains 30220 members 
Entering Unmasked Estep 
Score: -5375094.500000 Penalty: 5287.248047
	Iteration 53Q: 3 clusters Score -5375094 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12356 members 
Mstep: Class 2 contains 30251 members 
Entering Unmasked Estep 
Score: -5375097.000000 Penalty: 5287.248047
	Iteration 54Q: 3 clusters Score -5375097 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12321 members 
Mstep: Class 2 contains 30286 members 
Entering Unmasked Estep 
Score: -5375094.000000 Penalty: 5287.248047
	Iteration 55Q: 3 clusters Score -5375094 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 30312 members 
Entering Unmasked Estep 
Score: -5375102.000000 Penalty: 5287.248047
	Iteration 56Q: 3 clusters Score -5375102 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12267 members 
Mstep: Class 2 contains 30340 members 
Entering Unmasked Estep 
Score: -5375110.500000 Penalty: 5287.248047
	Iteration 57Q: 3 clusters Score -5375110 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12240 members 
Mstep: Class 2 contains 30367 members 
Entering Unmasked Estep 
Score: -5375106.500000 Penalty: 5287.248047
	Iteration 58Q: 3 clusters Score -5375106 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12213 members 
Mstep: Class 2 contains 30394 members 
Entering Unmasked Estep 
Score: -5375110.500000 Penalty: 5287.248047
	Iteration 59Q: 3 clusters Score -5375110 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12199 members 
Mstep: Class 2 contains 30408 members 
Entering Unmasked Estep 
Score: -5375100.000000 Penalty: 5287.248047
	Iteration 60F: 3 clusters Score -5375100 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12184 members 
Mstep: Class 2 contains 30423 members 
Entering Unmasked Estep 
Score: -5375096.500000 Penalty: 5287.248047
	Iteration 61Q: 3 clusters Score -5375096 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12171 members 
Mstep: Class 2 contains 30436 members 
Entering Unmasked Estep 
Score: -5375096.500000 Penalty: 5287.248047
	Iteration 62Q: 3 clusters Score -5375096 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12159 members 
Mstep: Class 2 contains 30448 members 
Entering Unmasked Estep 
Score: -5375095.500000 Penalty: 5287.248047
	Iteration 63Q: 3 clusters Score -5375096 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12150 members 
Mstep: Class 2 contains 30457 members 
Entering Unmasked Estep 
Score: -5375104.000000 Penalty: 5287.248047
	Iteration 64Q: 3 clusters Score -5375104 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12142 members 
Mstep: Class 2 contains 30465 members 
Entering Unmasked Estep 
Score: -5375102.500000 Penalty: 5287.248047
	Iteration 65Q: 3 clusters Score -5375102 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12138 members 
Mstep: Class 2 contains 30469 members 
Entering Unmasked Estep 
Score: -5375108.000000 Penalty: 5287.248047
	Iteration 66Q: 3 clusters Score -5375108 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12132 members 
Mstep: Class 2 contains 30475 members 
Entering Unmasked Estep 
Score: -5375102.500000 Penalty: 5287.248047
	Iteration 67Q: 3 clusters Score -5375102 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12126 members 
Mstep: Class 2 contains 30481 members 
Entering Unmasked Estep 
Score: -5375104.500000 Penalty: 5287.248047
	Iteration 68Q: 3 clusters Score -5375104 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12121 members 
Mstep: Class 2 contains 30486 members 
Entering Unmasked Estep 
Score: -5375107.000000 Penalty: 5287.248047
	Iteration 69Q: 3 clusters Score -5375107 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12114 members 
Mstep: Class 2 contains 30493 members 
Entering Unmasked Estep 
Score: -5375113.500000 Penalty: 5287.248047
	Iteration 70Q: 3 clusters Score -5375114 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12102 members 
Mstep: Class 2 contains 30505 members 
Entering Unmasked Estep 
Score: -5375106.000000 Penalty: 5287.248047
	Iteration 71Q: 3 clusters Score -5375106 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12085 members 
Mstep: Class 2 contains 30522 members 
Entering Unmasked Estep 
Score: -5375107.000000 Penalty: 5287.248047
	Iteration 72Q: 3 clusters Score -5375107 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12069 members 
Mstep: Class 2 contains 30538 members 
Entering Unmasked Estep 
Score: -5375108.000000 Penalty: 5287.248047
	Iteration 73Q: 3 clusters Score -5375108 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12059 members 
Mstep: Class 2 contains 30548 members 
Entering Unmasked Estep 
Score: -5375109.500000 Penalty: 5287.248047
	Iteration 74Q: 3 clusters Score -5375110 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12053 members 
Mstep: Class 2 contains 30554 members 
Entering Unmasked Estep 
Score: -5375115.000000 Penalty: 5287.248047
	Iteration 75Q: 3 clusters Score -5375115 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12049 members 
Mstep: Class 2 contains 30558 members 
Entering Unmasked Estep 
Score: -5375113.000000 Penalty: 5287.248047
	Iteration 76Q: 3 clusters Score -5375113 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12038 members 
Mstep: Class 2 contains 30569 members 
Entering Unmasked Estep 
Score: -5375113.000000 Penalty: 5287.248047
	Iteration 77Q: 3 clusters Score -5375113 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12026 members 
Mstep: Class 2 contains 30581 members 
Entering Unmasked Estep 
Score: -5375109.000000 Penalty: 5287.248047
	Iteration 78Q: 3 clusters Score -5375109 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12016 members 
Mstep: Class 2 contains 30591 members 
Entering Unmasked Estep 
Score: -5375111.000000 Penalty: 5287.248047
	Iteration 79Q: 3 clusters Score -5375111 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12000 members 
Mstep: Class 2 contains 30607 members 
Entering Unmasked Estep 
Score: -5375108.500000 Penalty: 5287.248047
	Iteration 80F: 3 clusters Score -5375108 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11979 members 
Mstep: Class 2 contains 30628 members 
Entering Unmasked Estep 
Score: -5375114.000000 Penalty: 5287.248047
	Iteration 81Q: 3 clusters Score -5375114 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11959 members 
Mstep: Class 2 contains 30648 members 
Entering Unmasked Estep 
Score: -5375119.500000 Penalty: 5287.248047
	Iteration 82Q: 3 clusters Score -5375120 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11941 members 
Mstep: Class 2 contains 30666 members 
Entering Unmasked Estep 
Score: -5375123.000000 Penalty: 5287.248047
	Iteration 83Q: 3 clusters Score -5375123 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11927 members 
Mstep: Class 2 contains 30680 members 
Entering Unmasked Estep 
Score: -5375120.500000 Penalty: 5287.248047
	Iteration 84Q: 3 clusters Score -5375120 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11918 members 
Mstep: Class 2 contains 30689 members 
Entering Unmasked Estep 
Score: -5375120.000000 Penalty: 5287.248047
	Iteration 85Q: 3 clusters Score -5375120 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11908 members 
Mstep: Class 2 contains 30699 members 
Entering Unmasked Estep 
Score: -5375112.000000 Penalty: 5287.248047
	Iteration 86Q: 3 clusters Score -5375112 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11901 members 
Mstep: Class 2 contains 30706 members 
Entering Unmasked Estep 
Score: -5375113.000000 Penalty: 5287.248047
	Iteration 87Q: 3 clusters Score -5375113 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11894 members 
Mstep: Class 2 contains 30713 members 
Entering Unmasked Estep 
Score: -5375116.500000 Penalty: 5287.248047
	Iteration 88Q: 3 clusters Score -5375116 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11884 members 
Mstep: Class 2 contains 30723 members 
Entering Unmasked Estep 
Score: -5375116.500000 Penalty: 5287.248047
	Iteration 89Q: 3 clusters Score -5375116 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11876 members 
Mstep: Class 2 contains 30731 members 
Entering Unmasked Estep 
Score: -5375116.000000 Penalty: 5287.248047
	Iteration 90Q: 3 clusters Score -5375116 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11872 members 
Mstep: Class 2 contains 30735 members 
Entering Unmasked Estep 
Score: -5375120.000000 Penalty: 5287.248047
	Iteration 91Q: 3 clusters Score -5375120 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11869 members 
Mstep: Class 2 contains 30738 members 
Entering Unmasked Estep 
Score: -5375121.000000 Penalty: 5287.248047
	Iteration 92Q: 3 clusters Score -5375121 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11867 members 
Mstep: Class 2 contains 30740 members 
Entering Unmasked Estep 
Score: -5375121.500000 Penalty: 5287.248047
	Iteration 93Q: 3 clusters Score -5375122 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11866 members 
Mstep: Class 2 contains 30741 members 
Entering Unmasked Estep 
Score: -5375122.000000 Penalty: 5287.248047
	Iteration 94Q: 3 clusters Score -5375122 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11865 members 
Mstep: Class 2 contains 30742 members 
Entering Unmasked Estep 
Score: -5375123.000000 Penalty: 5287.248047
	Iteration 95Q: 3 clusters Score -5375123 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11865 members 
Mstep: Class 2 contains 30742 members 
Entering Unmasked Estep 
Score: -5375123.000000 Penalty: 5287.248047
	Iteration 96F: 3 clusters Score -5375123 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (14001 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14001 members 
Entering Unmasked Estep 
Score: -1612399.375000 Penalty: 2367.627197
	Iteration 0F: 2 clusters Score -1612399 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -1602193.875000 Penalty: 4735.254395
	Iteration 0F: 3 clusters Score -1602194 nChanged 6039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -1605755.375000 Penalty: 4735.254395
	Iteration 1F: 3 clusters Score -1605755 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -1606604.250000 Penalty: 4735.254395
	Iteration 2F: 3 clusters Score -1606604 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -1607479.500000 Penalty: 4735.254395
	Iteration 3F: 3 clusters Score -1607480 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -1608279.125000 Penalty: 4735.254395
	Iteration 4F: 3 clusters Score -1608279 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -1608877.250000 Penalty: 4735.254395
	Iteration 5F: 3 clusters Score -1608877 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -1609331.000000 Penalty: 4735.254395
	Iteration 6F: 3 clusters Score -1609331 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -1609689.625000 Penalty: 4735.254395
	Iteration 7Q: 3 clusters Score -1609690 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -1609942.750000 Penalty: 4735.254395
	Iteration 8Q: 3 clusters Score -1609943 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -1610108.125000 Penalty: 4735.254395
	Iteration 9Q: 3 clusters Score -1610108 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -1610209.625000 Penalty: 4735.254395
	Iteration 10Q: 3 clusters Score -1610210 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -1610273.875000 Penalty: 4735.254395
	Iteration 11Q: 3 clusters Score -1610274 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -1610312.250000 Penalty: 4735.254395
	Iteration 12Q: 3 clusters Score -1610312 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -1610337.250000 Penalty: 4735.254395
	Iteration 13Q: 3 clusters Score -1610337 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -1610350.625000 Penalty: 4735.254395
	Iteration 14Q: 3 clusters Score -1610351 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 8931 members 
Entering Unmasked Estep 
Score: -1610354.500000 Penalty: 4735.254395
	Iteration 15Q: 3 clusters Score -1610354 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 8933 members 
Entering Unmasked Estep 
Score: -1610363.750000 Penalty: 4735.254395
	Iteration 16Q: 3 clusters Score -1610364 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
Score: -1610375.250000 Penalty: 4735.254395
	Iteration 17Q: 3 clusters Score -1610375 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 8939 members 
Entering Unmasked Estep 
Score: -1610377.875000 Penalty: 4735.254395
	Iteration 18Q: 3 clusters Score -1610378 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 8932 members 
Entering Unmasked Estep 
Score: -1610381.875000 Penalty: 4735.254395
	Iteration 19Q: 3 clusters Score -1610382 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 8930 members 
Entering Unmasked Estep 
Score: -1610390.125000 Penalty: 4735.254395
	Iteration 20F: 3 clusters Score -1610390 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
Score: -1610393.250000 Penalty: 4735.254395
	Iteration 21Q: 3 clusters Score -1610393 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
Score: -1610395.500000 Penalty: 4735.254395
	Iteration 22Q: 3 clusters Score -1610396 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -1610397.375000 Penalty: 4735.254395
	Iteration 23Q: 3 clusters Score -1610397 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -1610399.125000 Penalty: 4735.254395
	Iteration 24Q: 3 clusters Score -1610399 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
Score: -1610395.500000 Penalty: 4735.254395
	Iteration 25Q: 3 clusters Score -1610396 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -1610395.375000 Penalty: 4735.254395
	Iteration 26Q: 3 clusters Score -1610395 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -1610395.750000 Penalty: 4735.254395
	Iteration 27Q: 3 clusters Score -1610396 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -1610398.125000 Penalty: 4735.254395
	Iteration 28Q: 3 clusters Score -1610398 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -1610399.375000 Penalty: 4735.254395
	Iteration 29Q: 3 clusters Score -1610399 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -1610401.125000 Penalty: 4735.254395
	Iteration 30Q: 3 clusters Score -1610401 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -1610399.750000 Penalty: 4735.254395
	Iteration 31Q: 3 clusters Score -1610400 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -1610401.875000 Penalty: 4735.254395
	Iteration 32Q: 3 clusters Score -1610402 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -1610406.250000 Penalty: 4735.254395
	Iteration 33Q: 3 clusters Score -1610406 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -1610405.250000 Penalty: 4735.254395
	Iteration 34Q: 3 clusters Score -1610405 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -1610401.375000 Penalty: 4735.254395
	Iteration 35Q: 3 clusters Score -1610401 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -1610402.500000 Penalty: 4735.254395
	Iteration 36Q: 3 clusters Score -1610402 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -1610404.625000 Penalty: 4735.254395
	Iteration 37Q: 3 clusters Score -1610405 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -1610405.250000 Penalty: 4735.254395
	Iteration 38Q: 3 clusters Score -1610405 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 8842 members 
Entering Unmasked Estep 
Score: -1610406.375000 Penalty: 4735.254395
	Iteration 39Q: 3 clusters Score -1610406 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -1610407.500000 Penalty: 4735.254395
	Iteration 40F: 3 clusters Score -1610408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -1610406.000000 Penalty: 4735.254395
	Iteration 41Q: 3 clusters Score -1610406 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -1610408.875000 Penalty: 4735.254395
	Iteration 42Q: 3 clusters Score -1610409 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -1610409.125000 Penalty: 4735.254395
	Iteration 43Q: 3 clusters Score -1610409 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -1610409.625000 Penalty: 4735.254395
	Iteration 44Q: 3 clusters Score -1610410 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -1610411.375000 Penalty: 4735.254395
	Iteration 45Q: 3 clusters Score -1610411 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -1610412.375000 Penalty: 4735.254395
	Iteration 46Q: 3 clusters Score -1610412 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -1610416.875000 Penalty: 4735.254395
	Iteration 47Q: 3 clusters Score -1610417 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 8820 members 
Entering Unmasked Estep 
Score: -1610417.875000 Penalty: 4735.254395
	Iteration 48Q: 3 clusters Score -1610418 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -1610416.625000 Penalty: 4735.254395
	Iteration 49Q: 3 clusters Score -1610417 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -1610419.125000 Penalty: 4735.254395
	Iteration 50Q: 3 clusters Score -1610419 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 8820 members 
Entering Unmasked Estep 
Score: -1610414.250000 Penalty: 4735.254395
	Iteration 51Q: 3 clusters Score -1610414 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -1610414.375000 Penalty: 4735.254395
	Iteration 52Q: 3 clusters Score -1610414 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -1610414.375000 Penalty: 4735.254395
	Iteration 53F: 3 clusters Score -1610414 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Entering Unmasked Estep 
Score: -57483.410156 Penalty: 1600.889282
	Iteration 0F: 2 clusters Score -57483.41 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 317 members 
Entering Unmasked Estep 
Score: -56209.585938 Penalty: 3201.778564
	Iteration 0F: 3 clusters Score -56209.59 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -57465.175781 Penalty: 3201.778564
	Iteration 1F: 3 clusters Score -57465.18 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -58565.914062 Penalty: 3201.778564
	Iteration 2F: 3 clusters Score -58565.91 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -59297.945312 Penalty: 3201.778564
	Iteration 3F: 3 clusters Score -59297.95 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -60230.085938 Penalty: 3201.778564
	Iteration 4F: 3 clusters Score -60230.09 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -61606.960938 Penalty: 3201.778564
	Iteration 5F: 3 clusters Score -61606.96 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -62588.925781 Penalty: 3201.778564
	Iteration 6Q: 3 clusters Score -62588.93 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -63039.226562 Penalty: 3201.778564
	Iteration 7Q: 3 clusters Score -63039.23 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -63213.566406 Penalty: 3201.778564
	Iteration 8Q: 3 clusters Score -63213.57 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -63329.425781 Penalty: 3201.778564
	Iteration 9Q: 3 clusters Score -63329.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -63379.347656 Penalty: 3201.778564
	Iteration 10Q: 3 clusters Score -63379.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -63412.468750 Penalty: 3201.778564
	Iteration 11Q: 3 clusters Score -63412.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -63438.046875 Penalty: 3201.778564
	Iteration 12Q: 3 clusters Score -63438.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -63457.003906 Penalty: 3201.778564
	Iteration 13Q: 3 clusters Score -63457 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -63457.003906 Penalty: 3201.778564
	Iteration 14F: 3 clusters Score -63457 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 15471 members 
Mstep: Class 3 contains 27347 members 
Mstep: Class 4 contains 38685 members 
Mstep: Class 5 contains 22127 members 
Mstep: Class 6 contains 8180 members 
Mstep: Class 7 contains 2549 members 
Mstep: Class 8 contains 46114 members 
Mstep: Class 9 contains 30685 members 
Mstep: Class 10 contains 12782 members 
Mstep: Class 11 contains 4419 members 
Mstep: Class 12 contains 225577 members 
Mstep: Class 13 contains 10710 members 
Mstep: Class 14 contains 6263 members 
Mstep: Class 15 contains 25016 members 
Mstep: Class 16 contains 8518 members 
Mstep: Class 17 contains 12333 members 
Mstep: Class 18 contains 10331 members 
Mstep: Class 19 contains 171290 members 
Mstep: Class 20 contains 42607 members 
Mstep: Class 21 contains 14001 members 
Mstep: Class 22 contains 242 members 
Mstep: Class 23 contains 10879 members 
Mstep: Class 24 contains 4160 members 
Mstep: Class 25 contains 6060 members 
Mstep: Class 26 contains 60651 members 
Mstep: Class 27 contains 9594 members 
Mstep: Class 28 contains 9706 members 
Mstep: Class 29 contains 5203 members 
Mstep: Class 30 contains 8715 members 
Mstep: Class 31 contains 1646 members 
Mstep: Class 32 contains 4389 members 
Mstep: Class 33 contains 2060 members 
Mstep: Class 34 contains 9008 members 
Mstep: Class 35 contains 201740 members 
Mstep: Class 36 contains 2744 members 
Mstep: Class 37 contains 37528 members 
Mstep: Class 38 contains 3087 members 
Mstep: Class 39 contains 1202 members 
Mstep: Class 40 contains 14216 members 
Mstep: Class 41 contains 27797 members 
Mstep: Class 42 contains 5225 members 
Mstep: Class 43 contains 12662 members 
Mstep: Class 44 contains 1580 members 
Mstep: Class 45 contains 3723 members 
Mstep: Class 46 contains 1993 members 
Mstep: Class 47 contains 4376 members 
Mstep: Class 48 contains 394 members 
Entering Unmasked Estep 
Score: -147477456.000000 Penalty: 166513.046875
Splitting cluster 22 changes total score from -147454880.000000 to -147477456.000000
So it's getting split into cluster 48.
Entering ConstructFrom: 
Trying to split cluster 23 (10879 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10879 members 
Entering Unmasked Estep 
Score: -1368916.000000 Penalty: 2305.058350
	Iteration 0F: 2 clusters Score -1368916 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -1360690.250000 Penalty: 4610.116699
	Iteration 0F: 3 clusters Score -1360690 nChanged 4561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -1363237.000000 Penalty: 4610.116699
	Iteration 1F: 3 clusters Score -1363237 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -1363695.250000 Penalty: 4610.116699
	Iteration 2F: 3 clusters Score -1363695 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -1364113.750000 Penalty: 4610.116699
	Iteration 3F: 3 clusters Score -1364114 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -1364530.125000 Penalty: 4610.116699
	Iteration 4F: 3 clusters Score -1364530 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -1364998.500000 Penalty: 4610.116699
	Iteration 5F: 3 clusters Score -1364998 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -1365467.750000 Penalty: 4610.116699
	Iteration 6F: 3 clusters Score -1365468 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -1365928.375000 Penalty: 4610.116699
	Iteration 7F: 3 clusters Score -1365928 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -1366255.375000 Penalty: 4610.116699
	Iteration 8Q: 3 clusters Score -1366255 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -1366480.000000 Penalty: 4610.116699
	Iteration 9Q: 3 clusters Score -1366480 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -1366675.000000 Penalty: 4610.116699
	Iteration 10Q: 3 clusters Score -1366675 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -1366844.250000 Penalty: 4610.116699
	Iteration 11Q: 3 clusters Score -1366844 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -1367025.375000 Penalty: 4610.116699
	Iteration 12Q: 3 clusters Score -1367025 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -1367151.875000 Penalty: 4610.116699
	Iteration 13Q: 3 clusters Score -1367152 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -1367281.625000 Penalty: 4610.116699
	Iteration 14Q: 3 clusters Score -1367282 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -1367395.250000 Penalty: 4610.116699
	Iteration 15Q: 3 clusters Score -1367395 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -1367464.375000 Penalty: 4610.116699
	Iteration 16Q: 3 clusters Score -1367464 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -1367496.875000 Penalty: 4610.116699
	Iteration 17Q: 3 clusters Score -1367497 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -1367517.250000 Penalty: 4610.116699
	Iteration 18Q: 3 clusters Score -1367517 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -1367537.500000 Penalty: 4610.116699
	Iteration 19Q: 3 clusters Score -1367538 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -1367550.125000 Penalty: 4610.116699
	Iteration 20F: 3 clusters Score -1367550 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -1367559.750000 Penalty: 4610.116699
	Iteration 21Q: 3 clusters Score -1367560 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -1367563.000000 Penalty: 4610.116699
	Iteration 22Q: 3 clusters Score -1367563 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -1367570.500000 Penalty: 4610.116699
	Iteration 23Q: 3 clusters Score -1367570 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -1367574.000000 Penalty: 4610.116699
	Iteration 24Q: 3 clusters Score -1367574 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -1367577.500000 Penalty: 4610.116699
	Iteration 25Q: 3 clusters Score -1367578 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -1367575.375000 Penalty: 4610.116699
	Iteration 26Q: 3 clusters Score -1367575 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -1367583.625000 Penalty: 4610.116699
	Iteration 27Q: 3 clusters Score -1367584 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -1367590.000000 Penalty: 4610.116699
	Iteration 28Q: 3 clusters Score -1367590 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -1367595.250000 Penalty: 4610.116699
	Iteration 29Q: 3 clusters Score -1367595 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -1367593.375000 Penalty: 4610.116699
	Iteration 30Q: 3 clusters Score -1367593 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -1367598.625000 Penalty: 4610.116699
	Iteration 31Q: 3 clusters Score -1367599 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -1367596.375000 Penalty: 4610.116699
	Iteration 32Q: 3 clusters Score -1367596 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -1367600.125000 Penalty: 4610.116699
	Iteration 33Q: 3 clusters Score -1367600 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -1367601.500000 Penalty: 4610.116699
	Iteration 34Q: 3 clusters Score -1367602 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -1367599.375000 Penalty: 4610.116699
	Iteration 35Q: 3 clusters Score -1367599 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -1367603.000000 Penalty: 4610.116699
	Iteration 36Q: 3 clusters Score -1367603 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -1367601.500000 Penalty: 4610.116699
	Iteration 37Q: 3 clusters Score -1367602 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -1367603.000000 Penalty: 4610.116699
	Iteration 38Q: 3 clusters Score -1367603 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -1367607.375000 Penalty: 4610.116699
	Iteration 39Q: 3 clusters Score -1367607 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -1367609.125000 Penalty: 4610.116699
	Iteration 40F: 3 clusters Score -1367609 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -1367613.750000 Penalty: 4610.116699
	Iteration 41Q: 3 clusters Score -1367614 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -1367612.875000 Penalty: 4610.116699
	Iteration 42Q: 3 clusters Score -1367613 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -1367618.625000 Penalty: 4610.116699
	Iteration 43Q: 3 clusters Score -1367619 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -1367613.875000 Penalty: 4610.116699
	Iteration 44Q: 3 clusters Score -1367614 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -1367613.875000 Penalty: 4610.116699
	Iteration 45Q: 3 clusters Score -1367614 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -1367612.750000 Penalty: 4610.116699
	Iteration 46Q: 3 clusters Score -1367613 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -1367614.875000 Penalty: 4610.116699
	Iteration 47Q: 3 clusters Score -1367615 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -1367614.875000 Penalty: 4610.116699
	Iteration 48Q: 3 clusters Score -1367615 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -1367614.875000 Penalty: 4610.116699
	Iteration 49F: 3 clusters Score -1367615 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (4160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Entering Unmasked Estep 
Score: -746755.875000 Penalty: 2066.650879
	Iteration 0F: 2 clusters Score -746755.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -742781.000000 Penalty: 4133.301758
	Iteration 0F: 3 clusters Score -742781 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -743764.500000 Penalty: 4133.301758
	Iteration 1F: 3 clusters Score -743764.5 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -744078.437500 Penalty: 4133.301758
	Iteration 2F: 3 clusters Score -744078.4 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -744382.375000 Penalty: 4133.301758
	Iteration 3F: 3 clusters Score -744382.4 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -744752.937500 Penalty: 4133.301758
	Iteration 4F: 3 clusters Score -744752.9 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -745192.937500 Penalty: 4133.301758
	Iteration 5F: 3 clusters Score -745192.9 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -745578.312500 Penalty: 4133.301758
	Iteration 6F: 3 clusters Score -745578.3 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -745846.875000 Penalty: 4133.301758
	Iteration 7F: 3 clusters Score -745846.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -745989.812500 Penalty: 4133.301758
	Iteration 8Q: 3 clusters Score -745989.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -746064.000000 Penalty: 4133.301758
	Iteration 9Q: 3 clusters Score -746064 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -746122.312500 Penalty: 4133.301758
	Iteration 10Q: 3 clusters Score -746122.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -746175.437500 Penalty: 4133.301758
	Iteration 11Q: 3 clusters Score -746175.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -746211.187500 Penalty: 4133.301758
	Iteration 12Q: 3 clusters Score -746211.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -746242.687500 Penalty: 4133.301758
	Iteration 13Q: 3 clusters Score -746242.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -746261.562500 Penalty: 4133.301758
	Iteration 14Q: 3 clusters Score -746261.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -746279.562500 Penalty: 4133.301758
	Iteration 15Q: 3 clusters Score -746279.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -746288.125000 Penalty: 4133.301758
	Iteration 16Q: 3 clusters Score -746288.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -746303.625000 Penalty: 4133.301758
	Iteration 17Q: 3 clusters Score -746303.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -746307.750000 Penalty: 4133.301758
	Iteration 18Q: 3 clusters Score -746307.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -746313.375000 Penalty: 4133.301758
	Iteration 19Q: 3 clusters Score -746313.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -746315.937500 Penalty: 4133.301758
	Iteration 20F: 3 clusters Score -746315.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -746318.812500 Penalty: 4133.301758
	Iteration 21Q: 3 clusters Score -746318.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -746320.687500 Penalty: 4133.301758
	Iteration 22Q: 3 clusters Score -746320.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -746322.312500 Penalty: 4133.301758
	Iteration 23Q: 3 clusters Score -746322.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -746322.312500 Penalty: 4133.301758
	Iteration 24F: 3 clusters Score -746322.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (6060 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Entering Unmasked Estep 
Score: -659634.187500 Penalty: 2159.947266
	Iteration 0F: 2 clusters Score -659634.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -654503.250000 Penalty: 4319.894531
	Iteration 0F: 3 clusters Score -654503.2 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -656314.000000 Penalty: 4319.894531
	Iteration 1F: 3 clusters Score -656314 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -656907.625000 Penalty: 4319.894531
	Iteration 2F: 3 clusters Score -656907.6 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -657364.562500 Penalty: 4319.894531
	Iteration 3F: 3 clusters Score -657364.6 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -657702.187500 Penalty: 4319.894531
	Iteration 4F: 3 clusters Score -657702.2 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -657978.250000 Penalty: 4319.894531
	Iteration 5F: 3 clusters Score -657978.2 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -658196.125000 Penalty: 4319.894531
	Iteration 6Q: 3 clusters Score -658196.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -658344.812500 Penalty: 4319.894531
	Iteration 7Q: 3 clusters Score -658344.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -658447.937500 Penalty: 4319.894531
	Iteration 8Q: 3 clusters Score -658447.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -658519.562500 Penalty: 4319.894531
	Iteration 9Q: 3 clusters Score -658519.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -658561.250000 Penalty: 4319.894531
	Iteration 10Q: 3 clusters Score -658561.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -658585.000000 Penalty: 4319.894531
	Iteration 11Q: 3 clusters Score -658585 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -658596.750000 Penalty: 4319.894531
	Iteration 12Q: 3 clusters Score -658596.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -658607.187500 Penalty: 4319.894531
	Iteration 13Q: 3 clusters Score -658607.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -658612.875000 Penalty: 4319.894531
	Iteration 14Q: 3 clusters Score -658612.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -658619.187500 Penalty: 4319.894531
	Iteration 15Q: 3 clusters Score -658619.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -658621.250000 Penalty: 4319.894531
	Iteration 16Q: 3 clusters Score -658621.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -658625.125000 Penalty: 4319.894531
	Iteration 17Q: 3 clusters Score -658625.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -658630.500000 Penalty: 4319.894531
	Iteration 18Q: 3 clusters Score -658630.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -658636.562500 Penalty: 4319.894531
	Iteration 19Q: 3 clusters Score -658636.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -658641.375000 Penalty: 4319.894531
	Iteration 20F: 3 clusters Score -658641.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -658646.500000 Penalty: 4319.894531
	Iteration 21Q: 3 clusters Score -658646.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -658648.750000 Penalty: 4319.894531
	Iteration 22Q: 3 clusters Score -658648.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -658652.187500 Penalty: 4319.894531
	Iteration 23Q: 3 clusters Score -658652.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -658658.437500 Penalty: 4319.894531
	Iteration 24Q: 3 clusters Score -658658.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -658658.875000 Penalty: 4319.894531
	Iteration 25Q: 3 clusters Score -658658.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -658661.187500 Penalty: 4319.894531
	Iteration 26Q: 3 clusters Score -658661.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -658666.375000 Penalty: 4319.894531
	Iteration 27Q: 3 clusters Score -658666.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -658670.937500 Penalty: 4319.894531
	Iteration 28Q: 3 clusters Score -658670.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -658673.937500 Penalty: 4319.894531
	Iteration 29Q: 3 clusters Score -658673.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -658676.000000 Penalty: 4319.894531
	Iteration 30Q: 3 clusters Score -658676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -658676.687500 Penalty: 4319.894531
	Iteration 31Q: 3 clusters Score -658676.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -658677.062500 Penalty: 4319.894531
	Iteration 32Q: 3 clusters Score -658677.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -658677.437500 Penalty: 4319.894531
	Iteration 33Q: 3 clusters Score -658677.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -658680.812500 Penalty: 4319.894531
	Iteration 34Q: 3 clusters Score -658680.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -658685.000000 Penalty: 4319.894531
	Iteration 35Q: 3 clusters Score -658685 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -658687.812500 Penalty: 4319.894531
	Iteration 36Q: 3 clusters Score -658687.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -658693.000000 Penalty: 4319.894531
	Iteration 37Q: 3 clusters Score -658693 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -658694.375000 Penalty: 4319.894531
	Iteration 38Q: 3 clusters Score -658694.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -658696.312500 Penalty: 4319.894531
	Iteration 39Q: 3 clusters Score -658696.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -658700.500000 Penalty: 4319.894531
	Iteration 40F: 3 clusters Score -658700.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -658701.937500 Penalty: 4319.894531
	Iteration 41Q: 3 clusters Score -658701.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -658704.875000 Penalty: 4319.894531
	Iteration 42Q: 3 clusters Score -658704.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -658704.500000 Penalty: 4319.894531
	Iteration 43Q: 3 clusters Score -658704.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -658705.062500 Penalty: 4319.894531
	Iteration 44Q: 3 clusters Score -658705.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -658704.625000 Penalty: 4319.894531
	Iteration 45Q: 3 clusters Score -658704.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -658704.625000 Penalty: 4319.894531
	Iteration 46F: 3 clusters Score -658704.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (60651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60651 members 
Entering Unmasked Estep 
Score: -7711742.000000 Penalty: 2731.197266
	Iteration 0F: 2 clusters Score -7711742 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30573 members 
Mstep: Class 2 contains 30078 members 
Entering Unmasked Estep 
Score: -7670766.500000 Penalty: 5462.394531
	Iteration 0F: 3 clusters Score -7670766 nChanged 28392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33115 members 
Mstep: Class 2 contains 27536 members 
Entering Unmasked Estep 
Score: -7687164.000000 Penalty: 5462.394531
	Iteration 1F: 3 clusters Score -7687164 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34932 members 
Mstep: Class 2 contains 25719 members 
Entering Unmasked Estep 
Score: -7688492.500000 Penalty: 5462.394531
	Iteration 2Q: 3 clusters Score -7688492 nChanged 3552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37530 members 
Mstep: Class 2 contains 23121 members 
Entering Unmasked Estep 
Score: -7690430.000000 Penalty: 5462.394531
	Iteration 3F: 3 clusters Score -7690430 nChanged 4112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40930 members 
Mstep: Class 2 contains 19721 members 
Entering Unmasked Estep 
Score: -7693269.500000 Penalty: 5462.394531
	Iteration 4F: 3 clusters Score -7693270 nChanged 4681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45005 members 
Mstep: Class 2 contains 15646 members 
Entering Unmasked Estep 
Score: -7697042.000000 Penalty: 5462.394531
	Iteration 5F: 3 clusters Score -7697042 nChanged 4502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49123 members 
Mstep: Class 2 contains 11528 members 
Entering Unmasked Estep 
Score: -7701051.500000 Penalty: 5462.394531
	Iteration 6F: 3 clusters Score -7701052 nChanged 3488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52383 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -7704339.500000 Penalty: 5462.394531
	Iteration 7F: 3 clusters Score -7704340 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54550 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -7706523.500000 Penalty: 5462.394531
	Iteration 8Q: 3 clusters Score -7706524 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55815 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -7707885.500000 Penalty: 5462.394531
	Iteration 9Q: 3 clusters Score -7707886 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56563 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -7708674.500000 Penalty: 5462.394531
	Iteration 10Q: 3 clusters Score -7708674 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57054 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -7709078.000000 Penalty: 5462.394531
	Iteration 11Q: 3 clusters Score -7709078 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57381 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -7709270.000000 Penalty: 5462.394531
	Iteration 12Q: 3 clusters Score -7709270 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57637 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -7709383.500000 Penalty: 5462.394531
	Iteration 13Q: 3 clusters Score -7709384 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57846 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -7709469.000000 Penalty: 5462.394531
	Iteration 14Q: 3 clusters Score -7709469 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57994 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -7709528.000000 Penalty: 5462.394531
	Iteration 15Q: 3 clusters Score -7709528 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58121 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -7709566.500000 Penalty: 5462.394531
	Iteration 16Q: 3 clusters Score -7709566 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58235 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -7709591.500000 Penalty: 5462.394531
	Iteration 17Q: 3 clusters Score -7709592 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58334 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -7709643.500000 Penalty: 5462.394531
	Iteration 18Q: 3 clusters Score -7709644 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58421 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -7709659.000000 Penalty: 5462.394531
	Iteration 19Q: 3 clusters Score -7709659 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58494 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -7709679.500000 Penalty: 5462.394531
	Iteration 20F: 3 clusters Score -7709680 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58563 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -7709684.500000 Penalty: 5462.394531
	Iteration 21Q: 3 clusters Score -7709684 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58625 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -7709696.500000 Penalty: 5462.394531
	Iteration 22Q: 3 clusters Score -7709696 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58678 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -7709727.000000 Penalty: 5462.394531
	Iteration 23Q: 3 clusters Score -7709727 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58722 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -7709738.000000 Penalty: 5462.394531
	Iteration 24Q: 3 clusters Score -7709738 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58762 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -7709749.000000 Penalty: 5462.394531
	Iteration 25Q: 3 clusters Score -7709749 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58801 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -7709779.000000 Penalty: 5462.394531
	Iteration 26Q: 3 clusters Score -7709779 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58838 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -7709788.000000 Penalty: 5462.394531
	Iteration 27Q: 3 clusters Score -7709788 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58866 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -7709796.000000 Penalty: 5462.394531
	Iteration 28Q: 3 clusters Score -7709796 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58898 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -7709811.000000 Penalty: 5462.394531
	Iteration 29Q: 3 clusters Score -7709811 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58928 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -7709802.000000 Penalty: 5462.394531
	Iteration 30Q: 3 clusters Score -7709802 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58949 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -7709817.500000 Penalty: 5462.394531
	Iteration 31Q: 3 clusters Score -7709818 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58959 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -7709816.000000 Penalty: 5462.394531
	Iteration 32Q: 3 clusters Score -7709816 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58974 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -7709817.000000 Penalty: 5462.394531
	Iteration 33Q: 3 clusters Score -7709817 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58985 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -7709819.000000 Penalty: 5462.394531
	Iteration 34Q: 3 clusters Score -7709819 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59004 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -7709818.000000 Penalty: 5462.394531
	Iteration 35Q: 3 clusters Score -7709818 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59019 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -7709824.000000 Penalty: 5462.394531
	Iteration 36Q: 3 clusters Score -7709824 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59030 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -7709821.500000 Penalty: 5462.394531
	Iteration 37Q: 3 clusters Score -7709822 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59044 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -7709824.500000 Penalty: 5462.394531
	Iteration 38Q: 3 clusters Score -7709824 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59053 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -7709833.000000 Penalty: 5462.394531
	Iteration 39Q: 3 clusters Score -7709833 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59060 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -7709840.500000 Penalty: 5462.394531
	Iteration 40F: 3 clusters Score -7709840 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59068 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -7709847.500000 Penalty: 5462.394531
	Iteration 41Q: 3 clusters Score -7709848 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59069 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -7709843.000000 Penalty: 5462.394531
	Iteration 42Q: 3 clusters Score -7709843 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59069 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -7709843.000000 Penalty: 5462.394531
	Iteration 43F: 3 clusters Score -7709843 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (9594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Entering Unmasked Estep 
Score: -1240896.500000 Penalty: 2273.885498
	Iteration 0F: 2 clusters Score -1240896 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -1233400.000000 Penalty: 4547.770996
	Iteration 0F: 3 clusters Score -1233400 nChanged 3914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -1235468.625000 Penalty: 4547.770996
	Iteration 1F: 3 clusters Score -1235469 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -1235748.125000 Penalty: 4547.770996
	Iteration 2F: 3 clusters Score -1235748 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -1235953.625000 Penalty: 4547.770996
	Iteration 3F: 3 clusters Score -1235954 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -1236117.000000 Penalty: 4547.770996
	Iteration 4Q: 3 clusters Score -1236117 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -1236260.625000 Penalty: 4547.770996
	Iteration 5Q: 3 clusters Score -1236261 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -1236373.000000 Penalty: 4547.770996
	Iteration 6Q: 3 clusters Score -1236373 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -1236489.500000 Penalty: 4547.770996
	Iteration 7Q: 3 clusters Score -1236490 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -1236603.375000 Penalty: 4547.770996
	Iteration 8Q: 3 clusters Score -1236603 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -1236742.125000 Penalty: 4547.770996
	Iteration 9Q: 3 clusters Score -1236742 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -1236924.250000 Penalty: 4547.770996
	Iteration 10Q: 3 clusters Score -1236924 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -1237089.125000 Penalty: 4547.770996
	Iteration 11Q: 3 clusters Score -1237089 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -1237273.750000 Penalty: 4547.770996
	Iteration 12Q: 3 clusters Score -1237274 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -1237458.875000 Penalty: 4547.770996
	Iteration 13Q: 3 clusters Score -1237459 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -1237688.125000 Penalty: 4547.770996
	Iteration 14Q: 3 clusters Score -1237688 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -1237928.500000 Penalty: 4547.770996
	Iteration 15Q: 3 clusters Score -1237928 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -1238208.375000 Penalty: 4547.770996
	Iteration 16Q: 3 clusters Score -1238208 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -1238488.625000 Penalty: 4547.770996
	Iteration 17Q: 3 clusters Score -1238489 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -1238766.375000 Penalty: 4547.770996
	Iteration 18Q: 3 clusters Score -1238766 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -1239021.375000 Penalty: 4547.770996
	Iteration 19Q: 3 clusters Score -1239021 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -1239203.750000 Penalty: 4547.770996
	Iteration 20F: 3 clusters Score -1239204 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -1239389.250000 Penalty: 4547.770996
	Iteration 21Q: 3 clusters Score -1239389 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -1239597.625000 Penalty: 4547.770996
	Iteration 22Q: 3 clusters Score -1239598 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -1239812.750000 Penalty: 4547.770996
	Iteration 23Q: 3 clusters Score -1239813 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -1239959.625000 Penalty: 4547.770996
	Iteration 24Q: 3 clusters Score -1239960 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -1240062.375000 Penalty: 4547.770996
	Iteration 25Q: 3 clusters Score -1240062 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -1240128.875000 Penalty: 4547.770996
	Iteration 26Q: 3 clusters Score -1240129 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -1240176.500000 Penalty: 4547.770996
	Iteration 27Q: 3 clusters Score -1240176 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -1240205.625000 Penalty: 4547.770996
	Iteration 28Q: 3 clusters Score -1240206 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -1240218.125000 Penalty: 4547.770996
	Iteration 29Q: 3 clusters Score -1240218 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -1240223.875000 Penalty: 4547.770996
	Iteration 30Q: 3 clusters Score -1240224 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -1240233.000000 Penalty: 4547.770996
	Iteration 31Q: 3 clusters Score -1240233 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -1240231.750000 Penalty: 4547.770996
	Iteration 32Q: 3 clusters Score -1240232 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -1240234.750000 Penalty: 4547.770996
	Iteration 33Q: 3 clusters Score -1240235 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -1240241.375000 Penalty: 4547.770996
	Iteration 34Q: 3 clusters Score -1240241 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -1240242.375000 Penalty: 4547.770996
	Iteration 35Q: 3 clusters Score -1240242 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -1240243.625000 Penalty: 4547.770996
	Iteration 36Q: 3 clusters Score -1240244 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -1240244.375000 Penalty: 4547.770996
	Iteration 37Q: 3 clusters Score -1240244 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -1240244.750000 Penalty: 4547.770996
	Iteration 38Q: 3 clusters Score -1240245 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -1240244.750000 Penalty: 4547.770996
	Iteration 39F: 3 clusters Score -1240245 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (9706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Entering Unmasked Estep 
Score: -1199731.000000 Penalty: 2276.763672
	Iteration 0F: 2 clusters Score -1199731 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -1192195.125000 Penalty: 4553.527344
	Iteration 0F: 3 clusters Score -1192195 nChanged 4060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -1194374.125000 Penalty: 4553.527344
	Iteration 1F: 3 clusters Score -1194374 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -1194822.875000 Penalty: 4553.527344
	Iteration 2F: 3 clusters Score -1194823 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -1195335.375000 Penalty: 4553.527344
	Iteration 3F: 3 clusters Score -1195335 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -1195799.000000 Penalty: 4553.527344
	Iteration 4F: 3 clusters Score -1195799 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -1196206.125000 Penalty: 4553.527344
	Iteration 5F: 3 clusters Score -1196206 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -1196669.125000 Penalty: 4553.527344
	Iteration 6F: 3 clusters Score -1196669 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -1197168.250000 Penalty: 4553.527344
	Iteration 7F: 3 clusters Score -1197168 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -1197573.625000 Penalty: 4553.527344
	Iteration 8F: 3 clusters Score -1197574 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -1197942.125000 Penalty: 4553.527344
	Iteration 9Q: 3 clusters Score -1197942 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -1198297.625000 Penalty: 4553.527344
	Iteration 10Q: 3 clusters Score -1198298 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -1198572.125000 Penalty: 4553.527344
	Iteration 11Q: 3 clusters Score -1198572 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -1198764.375000 Penalty: 4553.527344
	Iteration 12Q: 3 clusters Score -1198764 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -1198891.750000 Penalty: 4553.527344
	Iteration 13Q: 3 clusters Score -1198892 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -1198990.125000 Penalty: 4553.527344
	Iteration 14Q: 3 clusters Score -1198990 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -1199058.000000 Penalty: 4553.527344
	Iteration 15Q: 3 clusters Score -1199058 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -1199116.500000 Penalty: 4553.527344
	Iteration 16Q: 3 clusters Score -1199116 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -1199167.375000 Penalty: 4553.527344
	Iteration 17Q: 3 clusters Score -1199167 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -1199216.125000 Penalty: 4553.527344
	Iteration 18Q: 3 clusters Score -1199216 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -1199258.500000 Penalty: 4553.527344
	Iteration 19Q: 3 clusters Score -1199258 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -1199298.375000 Penalty: 4553.527344
	Iteration 20F: 3 clusters Score -1199298 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -1199329.250000 Penalty: 4553.527344
	Iteration 21Q: 3 clusters Score -1199329 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -1199350.250000 Penalty: 4553.527344
	Iteration 22Q: 3 clusters Score -1199350 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -1199365.000000 Penalty: 4553.527344
	Iteration 23Q: 3 clusters Score -1199365 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -1199373.875000 Penalty: 4553.527344
	Iteration 24Q: 3 clusters Score -1199374 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -1199381.375000 Penalty: 4553.527344
	Iteration 25Q: 3 clusters Score -1199381 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -1199389.000000 Penalty: 4553.527344
	Iteration 26Q: 3 clusters Score -1199389 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -1199398.250000 Penalty: 4553.527344
	Iteration 27Q: 3 clusters Score -1199398 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -1199405.875000 Penalty: 4553.527344
	Iteration 28Q: 3 clusters Score -1199406 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -1199414.125000 Penalty: 4553.527344
	Iteration 29Q: 3 clusters Score -1199414 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -1199420.500000 Penalty: 4553.527344
	Iteration 30Q: 3 clusters Score -1199420 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -1199433.000000 Penalty: 4553.527344
	Iteration 31Q: 3 clusters Score -1199433 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -1199448.625000 Penalty: 4553.527344
	Iteration 32Q: 3 clusters Score -1199449 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -1199465.250000 Penalty: 4553.527344
	Iteration 33Q: 3 clusters Score -1199465 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -1199480.750000 Penalty: 4553.527344
	Iteration 34Q: 3 clusters Score -1199481 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -1199504.500000 Penalty: 4553.527344
	Iteration 35Q: 3 clusters Score -1199504 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -1199523.875000 Penalty: 4553.527344
	Iteration 36Q: 3 clusters Score -1199524 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -1199550.250000 Penalty: 4553.527344
	Iteration 37Q: 3 clusters Score -1199550 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -1199586.625000 Penalty: 4553.527344
	Iteration 38Q: 3 clusters Score -1199587 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -1199625.375000 Penalty: 4553.527344
	Iteration 39Q: 3 clusters Score -1199625 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -1199671.500000 Penalty: 4553.527344
	Iteration 40F: 3 clusters Score -1199672 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -1199714.000000 Penalty: 4553.527344
	Iteration 41Q: 3 clusters Score -1199714 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -1199752.375000 Penalty: 4553.527344
	Iteration 42Q: 3 clusters Score -1199752 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -1199772.500000 Penalty: 4553.527344
	Iteration 43Q: 3 clusters Score -1199772 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -1199784.875000 Penalty: 4553.527344
	Iteration 44Q: 3 clusters Score -1199785 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -1199790.250000 Penalty: 4553.527344
	Iteration 45Q: 3 clusters Score -1199790 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -1199799.375000 Penalty: 4553.527344
	Iteration 46Q: 3 clusters Score -1199799 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -1199798.125000 Penalty: 4553.527344
	Iteration 47Q: 3 clusters Score -1199798 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -1199801.250000 Penalty: 4553.527344
	Iteration 48Q: 3 clusters Score -1199801 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -1199803.375000 Penalty: 4553.527344
	Iteration 49Q: 3 clusters Score -1199803 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -1199805.625000 Penalty: 4553.527344
	Iteration 50Q: 3 clusters Score -1199806 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -1199808.750000 Penalty: 4553.527344
	Iteration 51Q: 3 clusters Score -1199809 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -1199808.750000 Penalty: 4553.527344
	Iteration 52Q: 3 clusters Score -1199809 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -1199808.375000 Penalty: 4553.527344
	Iteration 53Q: 3 clusters Score -1199808 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -1199810.250000 Penalty: 4553.527344
	Iteration 54Q: 3 clusters Score -1199810 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -1199810.375000 Penalty: 4553.527344
	Iteration 55Q: 3 clusters Score -1199810 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -1199809.875000 Penalty: 4553.527344
	Iteration 56Q: 3 clusters Score -1199810 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -1199809.875000 Penalty: 4553.527344
	Iteration 57F: 3 clusters Score -1199810 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 15471 members 
Mstep: Class 3 contains 27347 members 
Mstep: Class 4 contains 38685 members 
Mstep: Class 5 contains 22127 members 
Mstep: Class 6 contains 8180 members 
Mstep: Class 7 contains 2549 members 
Mstep: Class 8 contains 46114 members 
Mstep: Class 9 contains 30685 members 
Mstep: Class 10 contains 12782 members 
Mstep: Class 11 contains 4419 members 
Mstep: Class 12 contains 225577 members 
Mstep: Class 13 contains 10710 members 
Mstep: Class 14 contains 6263 members 
Mstep: Class 15 contains 25016 members 
Mstep: Class 16 contains 8518 members 
Mstep: Class 17 contains 12333 members 
Mstep: Class 18 contains 10331 members 
Mstep: Class 19 contains 171290 members 
Mstep: Class 20 contains 42607 members 
Mstep: Class 21 contains 14001 members 
Mstep: Class 22 contains 242 members 
Mstep: Class 23 contains 10879 members 
Mstep: Class 24 contains 4160 members 
Mstep: Class 25 contains 6060 members 
Mstep: Class 26 contains 60651 members 
Mstep: Class 27 contains 9594 members 
Mstep: Class 28 contains 6381 members 
Mstep: Class 29 contains 5203 members 
Mstep: Class 30 contains 8715 members 
Mstep: Class 31 contains 1646 members 
Mstep: Class 32 contains 4389 members 
Mstep: Class 33 contains 2060 members 
Mstep: Class 34 contains 9008 members 
Mstep: Class 35 contains 201740 members 
Mstep: Class 36 contains 2744 members 
Mstep: Class 37 contains 37528 members 
Mstep: Class 38 contains 3087 members 
Mstep: Class 39 contains 1202 members 
Mstep: Class 40 contains 14216 members 
Mstep: Class 41 contains 27797 members 
Mstep: Class 42 contains 5225 members 
Mstep: Class 43 contains 12662 members 
Mstep: Class 44 contains 1580 members 
Mstep: Class 45 contains 3723 members 
Mstep: Class 46 contains 1993 members 
Mstep: Class 47 contains 4376 members 
Mstep: Class 48 contains 394 members 
Mstep: Class 49 contains 3325 members 
Entering Unmasked Estep 
Score: -147476336.000000 Penalty: 169982.078125
Splitting cluster 28 changes total score from -147454880.000000 to -147476336.000000
So it's getting split into cluster 49.
Entering ConstructFrom: 
Trying to split cluster 29 (5203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Entering Unmasked Estep 
Score: -660423.437500 Penalty: 2122.133789
	Iteration 0F: 2 clusters Score -660423.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -655742.875000 Penalty: 4244.267578
	Iteration 0F: 3 clusters Score -655742.9 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -656971.625000 Penalty: 4244.267578
	Iteration 1F: 3 clusters Score -656971.6 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -657233.125000 Penalty: 4244.267578
	Iteration 2F: 3 clusters Score -657233.1 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -657427.687500 Penalty: 4244.267578
	Iteration 3F: 3 clusters Score -657427.7 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -657576.187500 Penalty: 4244.267578
	Iteration 4Q: 3 clusters Score -657576.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -657699.875000 Penalty: 4244.267578
	Iteration 5Q: 3 clusters Score -657699.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -657804.875000 Penalty: 4244.267578
	Iteration 6Q: 3 clusters Score -657804.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -657898.437500 Penalty: 4244.267578
	Iteration 7Q: 3 clusters Score -657898.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -658011.000000 Penalty: 4244.267578
	Iteration 8Q: 3 clusters Score -658011 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -658130.750000 Penalty: 4244.267578
	Iteration 9Q: 3 clusters Score -658130.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -658258.062500 Penalty: 4244.267578
	Iteration 10Q: 3 clusters Score -658258.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -658369.562500 Penalty: 4244.267578
	Iteration 11Q: 3 clusters Score -658369.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -658442.500000 Penalty: 4244.267578
	Iteration 12Q: 3 clusters Score -658442.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -658494.750000 Penalty: 4244.267578
	Iteration 13Q: 3 clusters Score -658494.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -658538.000000 Penalty: 4244.267578
	Iteration 14Q: 3 clusters Score -658538 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -658567.125000 Penalty: 4244.267578
	Iteration 15Q: 3 clusters Score -658567.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -658593.812500 Penalty: 4244.267578
	Iteration 16Q: 3 clusters Score -658593.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -658618.687500 Penalty: 4244.267578
	Iteration 17Q: 3 clusters Score -658618.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -658640.812500 Penalty: 4244.267578
	Iteration 18Q: 3 clusters Score -658640.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -658653.625000 Penalty: 4244.267578
	Iteration 19Q: 3 clusters Score -658653.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -658664.125000 Penalty: 4244.267578
	Iteration 20F: 3 clusters Score -658664.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -658670.312500 Penalty: 4244.267578
	Iteration 21Q: 3 clusters Score -658670.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -658672.937500 Penalty: 4244.267578
	Iteration 22Q: 3 clusters Score -658672.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -658677.937500 Penalty: 4244.267578
	Iteration 23Q: 3 clusters Score -658677.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -658684.000000 Penalty: 4244.267578
	Iteration 24Q: 3 clusters Score -658684 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -658688.687500 Penalty: 4244.267578
	Iteration 25Q: 3 clusters Score -658688.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -658691.312500 Penalty: 4244.267578
	Iteration 26Q: 3 clusters Score -658691.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -658690.812500 Penalty: 4244.267578
	Iteration 27Q: 3 clusters Score -658690.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -658691.375000 Penalty: 4244.267578
	Iteration 28Q: 3 clusters Score -658691.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -658692.250000 Penalty: 4244.267578
	Iteration 29Q: 3 clusters Score -658692.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -658693.250000 Penalty: 4244.267578
	Iteration 30Q: 3 clusters Score -658693.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -658693.375000 Penalty: 4244.267578
	Iteration 31Q: 3 clusters Score -658693.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -658693.437500 Penalty: 4244.267578
	Iteration 32Q: 3 clusters Score -658693.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -658694.312500 Penalty: 4244.267578
	Iteration 33Q: 3 clusters Score -658694.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -658695.812500 Penalty: 4244.267578
	Iteration 34Q: 3 clusters Score -658695.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -658695.812500 Penalty: 4244.267578
	Iteration 35F: 3 clusters Score -658695.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (8715 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Entering Unmasked Estep 
Score: -1094883.500000 Penalty: 2250.054443
	Iteration 0F: 2 clusters Score -1094884 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -1088131.500000 Penalty: 4500.108887
	Iteration 0F: 3 clusters Score -1088132 nChanged 3504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -1090055.125000 Penalty: 4500.108887
	Iteration 1F: 3 clusters Score -1090055 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -1090329.250000 Penalty: 4500.108887
	Iteration 2F: 3 clusters Score -1090329 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -1090503.125000 Penalty: 4500.108887
	Iteration 3Q: 3 clusters Score -1090503 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -1090646.500000 Penalty: 4500.108887
	Iteration 4Q: 3 clusters Score -1090646 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -1090751.750000 Penalty: 4500.108887
	Iteration 5Q: 3 clusters Score -1090752 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -1090828.125000 Penalty: 4500.108887
	Iteration 6Q: 3 clusters Score -1090828 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -1090917.750000 Penalty: 4500.108887
	Iteration 7Q: 3 clusters Score -1090918 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -1091004.125000 Penalty: 4500.108887
	Iteration 8Q: 3 clusters Score -1091004 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -1091095.375000 Penalty: 4500.108887
	Iteration 9Q: 3 clusters Score -1091095 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -1091205.500000 Penalty: 4500.108887
	Iteration 10Q: 3 clusters Score -1091206 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -1091314.500000 Penalty: 4500.108887
	Iteration 11Q: 3 clusters Score -1091314 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -1091407.125000 Penalty: 4500.108887
	Iteration 12Q: 3 clusters Score -1091407 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -1091499.625000 Penalty: 4500.108887
	Iteration 13Q: 3 clusters Score -1091500 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -1091628.250000 Penalty: 4500.108887
	Iteration 14Q: 3 clusters Score -1091628 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -1091770.125000 Penalty: 4500.108887
	Iteration 15Q: 3 clusters Score -1091770 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -1091924.375000 Penalty: 4500.108887
	Iteration 16Q: 3 clusters Score -1091924 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -1092107.625000 Penalty: 4500.108887
	Iteration 17Q: 3 clusters Score -1092108 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -1092309.375000 Penalty: 4500.108887
	Iteration 18Q: 3 clusters Score -1092309 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -1092487.750000 Penalty: 4500.108887
	Iteration 19Q: 3 clusters Score -1092488 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -1092656.125000 Penalty: 4500.108887
	Iteration 20F: 3 clusters Score -1092656 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -1092790.625000 Penalty: 4500.108887
	Iteration 21Q: 3 clusters Score -1092791 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -1092887.500000 Penalty: 4500.108887
	Iteration 22Q: 3 clusters Score -1092888 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -1092935.750000 Penalty: 4500.108887
	Iteration 23Q: 3 clusters Score -1092936 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -1092972.000000 Penalty: 4500.108887
	Iteration 24Q: 3 clusters Score -1092972 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -1092996.750000 Penalty: 4500.108887
	Iteration 25Q: 3 clusters Score -1092997 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -1093016.500000 Penalty: 4500.108887
	Iteration 26Q: 3 clusters Score -1093016 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -1093037.750000 Penalty: 4500.108887
	Iteration 27Q: 3 clusters Score -1093038 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -1093057.500000 Penalty: 4500.108887
	Iteration 28Q: 3 clusters Score -1093058 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -1093068.750000 Penalty: 4500.108887
	Iteration 29Q: 3 clusters Score -1093069 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -1093078.625000 Penalty: 4500.108887
	Iteration 30Q: 3 clusters Score -1093079 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -1093092.500000 Penalty: 4500.108887
	Iteration 31Q: 3 clusters Score -1093092 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -1093097.375000 Penalty: 4500.108887
	Iteration 32Q: 3 clusters Score -1093097 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -1093102.375000 Penalty: 4500.108887
	Iteration 33Q: 3 clusters Score -1093102 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -1093107.750000 Penalty: 4500.108887
	Iteration 34Q: 3 clusters Score -1093108 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -1093113.000000 Penalty: 4500.108887
	Iteration 35Q: 3 clusters Score -1093113 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -1093116.375000 Penalty: 4500.108887
	Iteration 36Q: 3 clusters Score -1093116 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -1093119.875000 Penalty: 4500.108887
	Iteration 37Q: 3 clusters Score -1093120 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -1093126.875000 Penalty: 4500.108887
	Iteration 38Q: 3 clusters Score -1093127 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -1093131.500000 Penalty: 4500.108887
	Iteration 39Q: 3 clusters Score -1093132 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -1093132.875000 Penalty: 4500.108887
	Iteration 40F: 3 clusters Score -1093133 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -1093132.250000 Penalty: 4500.108887
	Iteration 41Q: 3 clusters Score -1093132 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -1093135.375000 Penalty: 4500.108887
	Iteration 42Q: 3 clusters Score -1093135 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -1093139.750000 Penalty: 4500.108887
	Iteration 43Q: 3 clusters Score -1093140 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -1093145.500000 Penalty: 4500.108887
	Iteration 44Q: 3 clusters Score -1093146 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -1093149.000000 Penalty: 4500.108887
	Iteration 45Q: 3 clusters Score -1093149 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -1093150.375000 Penalty: 4500.108887
	Iteration 46Q: 3 clusters Score -1093150 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -1093151.125000 Penalty: 4500.108887
	Iteration 47Q: 3 clusters Score -1093151 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -1093152.875000 Penalty: 4500.108887
	Iteration 48Q: 3 clusters Score -1093153 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -1093157.000000 Penalty: 4500.108887
	Iteration 49Q: 3 clusters Score -1093157 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -1093159.625000 Penalty: 4500.108887
	Iteration 50Q: 3 clusters Score -1093160 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -1093163.750000 Penalty: 4500.108887
	Iteration 51Q: 3 clusters Score -1093164 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -1093169.500000 Penalty: 4500.108887
	Iteration 52Q: 3 clusters Score -1093170 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -1093171.875000 Penalty: 4500.108887
	Iteration 53Q: 3 clusters Score -1093172 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -1093174.500000 Penalty: 4500.108887
	Iteration 54Q: 3 clusters Score -1093174 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -1093175.500000 Penalty: 4500.108887
	Iteration 55Q: 3 clusters Score -1093176 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -1093177.125000 Penalty: 4500.108887
	Iteration 56Q: 3 clusters Score -1093177 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -1093179.125000 Penalty: 4500.108887
	Iteration 57Q: 3 clusters Score -1093179 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -1093180.750000 Penalty: 4500.108887
	Iteration 58Q: 3 clusters Score -1093181 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -1093182.125000 Penalty: 4500.108887
	Iteration 59Q: 3 clusters Score -1093182 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -1093185.125000 Penalty: 4500.108887
	Iteration 60F: 3 clusters Score -1093185 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -1093185.625000 Penalty: 4500.108887
	Iteration 61Q: 3 clusters Score -1093186 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -1093185.750000 Penalty: 4500.108887
	Iteration 62Q: 3 clusters Score -1093186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -1093186.750000 Penalty: 4500.108887
	Iteration 63Q: 3 clusters Score -1093187 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -1093188.625000 Penalty: 4500.108887
	Iteration 64Q: 3 clusters Score -1093189 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -1093189.750000 Penalty: 4500.108887
	Iteration 65Q: 3 clusters Score -1093190 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -1093192.500000 Penalty: 4500.108887
	Iteration 66Q: 3 clusters Score -1093192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -1093193.375000 Penalty: 4500.108887
	Iteration 67Q: 3 clusters Score -1093193 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -1093192.500000 Penalty: 4500.108887
	Iteration 68Q: 3 clusters Score -1093192 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -1093192.500000 Penalty: 4500.108887
	Iteration 69F: 3 clusters Score -1093192 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (1646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Entering Unmasked Estep 
Score: -211022.796875 Penalty: 1836.713623
	Iteration 0F: 2 clusters Score -211022.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -209119.718750 Penalty: 3673.427246
	Iteration 0F: 3 clusters Score -209119.7 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -212438.234375 Penalty: 3673.427246
	Iteration 1F: 3 clusters Score -212438.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -213975.093750 Penalty: 3673.427246
	Iteration 2F: 3 clusters Score -213975.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -214558.734375 Penalty: 3673.427246
	Iteration 3F: 3 clusters Score -214558.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -214957.765625 Penalty: 3673.427246
	Iteration 4Q: 3 clusters Score -214957.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -215338.234375 Penalty: 3673.427246
	Iteration 5Q: 3 clusters Score -215338.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -215749.093750 Penalty: 3673.427246
	Iteration 6Q: 3 clusters Score -215749.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -216123.093750 Penalty: 3673.427246
	Iteration 7Q: 3 clusters Score -216123.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -216382.218750 Penalty: 3673.427246
	Iteration 8Q: 3 clusters Score -216382.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -216774.765625 Penalty: 3673.427246
	Iteration 9Q: 3 clusters Score -216774.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -216850.921875 Penalty: 3673.427246
	Iteration 10Q: 3 clusters Score -216850.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -216873.640625 Penalty: 3673.427246
	Iteration 11Q: 3 clusters Score -216873.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -216900.546875 Penalty: 3673.427246
	Iteration 12Q: 3 clusters Score -216900.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -216915.812500 Penalty: 3673.427246
	Iteration 13Q: 3 clusters Score -216915.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -216963.375000 Penalty: 3673.427246
	Iteration 14Q: 3 clusters Score -216963.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -216977.171875 Penalty: 3673.427246
	Iteration 15Q: 3 clusters Score -216977.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -216982.203125 Penalty: 3673.427246
	Iteration 16Q: 3 clusters Score -216982.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -216982.203125 Penalty: 3673.427246
	Iteration 17F: 3 clusters Score -216982.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 15471 members 
Mstep: Class 3 contains 27347 members 
Mstep: Class 4 contains 38685 members 
Mstep: Class 5 contains 22127 members 
Mstep: Class 6 contains 8180 members 
Mstep: Class 7 contains 2549 members 
Mstep: Class 8 contains 46114 members 
Mstep: Class 9 contains 30685 members 
Mstep: Class 10 contains 12782 members 
Mstep: Class 11 contains 4419 members 
Mstep: Class 12 contains 225577 members 
Mstep: Class 13 contains 10710 members 
Mstep: Class 14 contains 6263 members 
Mstep: Class 15 contains 25016 members 
Mstep: Class 16 contains 8518 members 
Mstep: Class 17 contains 12333 members 
Mstep: Class 18 contains 10331 members 
Mstep: Class 19 contains 171290 members 
Mstep: Class 20 contains 42607 members 
Mstep: Class 21 contains 14001 members 
Mstep: Class 22 contains 242 members 
Mstep: Class 23 contains 10879 members 
Mstep: Class 24 contains 4160 members 
Mstep: Class 25 contains 6060 members 
Mstep: Class 26 contains 60651 members 
Mstep: Class 27 contains 9594 members 
Mstep: Class 28 contains 6381 members 
Mstep: Class 29 contains 5203 members 
Mstep: Class 30 contains 8715 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 4389 members 
Mstep: Class 33 contains 2060 members 
Mstep: Class 34 contains 9008 members 
Mstep: Class 35 contains 201740 members 
Mstep: Class 36 contains 2744 members 
Mstep: Class 37 contains 37528 members 
Mstep: Class 38 contains 3087 members 
Mstep: Class 39 contains 1202 members 
Mstep: Class 40 contains 14216 members 
Mstep: Class 41 contains 27797 members 
Mstep: Class 42 contains 5225 members 
Mstep: Class 43 contains 12662 members 
Mstep: Class 44 contains 1580 members 
Mstep: Class 45 contains 3723 members 
Mstep: Class 46 contains 1993 members 
Mstep: Class 47 contains 4376 members 
Mstep: Class 48 contains 394 members 
Mstep: Class 49 contains 3325 members 
Mstep: Class 50 contains 947 members 
Entering Unmasked Estep 
Score: -147480896.000000 Penalty: 173451.093750
Splitting cluster 31 changes total score from -147454880.000000 to -147480896.000000
So it's getting split into cluster 50.
Entering ConstructFrom: 
Trying to split cluster 32 (4389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Entering Unmasked Estep 
Score: -614303.000000 Penalty: 2079.940430
	Iteration 0F: 2 clusters Score -614303 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -610757.687500 Penalty: 4159.880859
	Iteration 0F: 3 clusters Score -610757.7 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -616856.062500 Penalty: 4159.880859
	Iteration 1F: 3 clusters Score -616856.1 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -619671.312500 Penalty: 4159.880859
	Iteration 2F: 3 clusters Score -619671.3 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -621650.812500 Penalty: 4159.880859
	Iteration 3F: 3 clusters Score -621650.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -622935.500000 Penalty: 4159.880859
	Iteration 4Q: 3 clusters Score -622935.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -623667.187500 Penalty: 4159.880859
	Iteration 5Q: 3 clusters Score -623667.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -624217.812500 Penalty: 4159.880859
	Iteration 6Q: 3 clusters Score -624217.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -624546.187500 Penalty: 4159.880859
	Iteration 7Q: 3 clusters Score -624546.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -624614.375000 Penalty: 4159.880859
	Iteration 8Q: 3 clusters Score -624614.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -624624.625000 Penalty: 4159.880859
	Iteration 9Q: 3 clusters Score -624624.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -624630.187500 Penalty: 4159.880859
	Iteration 10Q: 3 clusters Score -624630.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -624640.000000 Penalty: 4159.880859
	Iteration 11Q: 3 clusters Score -624640 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -624662.125000 Penalty: 4159.880859
	Iteration 12Q: 3 clusters Score -624662.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -624684.500000 Penalty: 4159.880859
	Iteration 13Q: 3 clusters Score -624684.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -624691.312500 Penalty: 4159.880859
	Iteration 14Q: 3 clusters Score -624691.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -624694.937500 Penalty: 4159.880859
	Iteration 15Q: 3 clusters Score -624694.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -624695.125000 Penalty: 4159.880859
	Iteration 16Q: 3 clusters Score -624695.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -624718.312500 Penalty: 4159.880859
	Iteration 17F: 3 clusters Score -624718.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -624735.125000 Penalty: 4159.880859
	Iteration 18Q: 3 clusters Score -624735.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -624743.875000 Penalty: 4159.880859
	Iteration 19Q: 3 clusters Score -624743.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -624754.750000 Penalty: 4159.880859
	Iteration 20F: 3 clusters Score -624754.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -624776.812500 Penalty: 4159.880859
	Iteration 21Q: 3 clusters Score -624776.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -624791.062500 Penalty: 4159.880859
	Iteration 22Q: 3 clusters Score -624791.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -624799.562500 Penalty: 4159.880859
	Iteration 23Q: 3 clusters Score -624799.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -624798.250000 Penalty: 4159.880859
	Iteration 24Q: 3 clusters Score -624798.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -624802.125000 Penalty: 4159.880859
	Iteration 25Q: 3 clusters Score -624802.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -624802.187500 Penalty: 4159.880859
	Iteration 26Q: 3 clusters Score -624802.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -624802.250000 Penalty: 4159.880859
	Iteration 27Q: 3 clusters Score -624802.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -624803.500000 Penalty: 4159.880859
	Iteration 28Q: 3 clusters Score -624803.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -624803.687500 Penalty: 4159.880859
	Iteration 29Q: 3 clusters Score -624803.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -624803.562500 Penalty: 4159.880859
	Iteration 30Q: 3 clusters Score -624803.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -624803.562500 Penalty: 4159.880859
	Iteration 31F: 3 clusters Score -624803.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 15471 members 
Mstep: Class 3 contains 27347 members 
Mstep: Class 4 contains 38685 members 
Mstep: Class 5 contains 22127 members 
Mstep: Class 6 contains 8180 members 
Mstep: Class 7 contains 2549 members 
Mstep: Class 8 contains 46114 members 
Mstep: Class 9 contains 30685 members 
Mstep: Class 10 contains 12782 members 
Mstep: Class 11 contains 4419 members 
Mstep: Class 12 contains 225577 members 
Mstep: Class 13 contains 10710 members 
Mstep: Class 14 contains 6263 members 
Mstep: Class 15 contains 25016 members 
Mstep: Class 16 contains 8518 members 
Mstep: Class 17 contains 12333 members 
Mstep: Class 18 contains 10331 members 
Mstep: Class 19 contains 171290 members 
Mstep: Class 20 contains 42607 members 
Mstep: Class 21 contains 14001 members 
Mstep: Class 22 contains 242 members 
Mstep: Class 23 contains 10879 members 
Mstep: Class 24 contains 4160 members 
Mstep: Class 25 contains 6060 members 
Mstep: Class 26 contains 60651 members 
Mstep: Class 27 contains 9594 members 
Mstep: Class 28 contains 6381 members 
Mstep: Class 29 contains 5203 members 
Mstep: Class 30 contains 8715 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 2688 members 
Mstep: Class 33 contains 2060 members 
Mstep: Class 34 contains 9008 members 
Mstep: Class 35 contains 201740 members 
Mstep: Class 36 contains 2744 members 
Mstep: Class 37 contains 37528 members 
Mstep: Class 38 contains 3087 members 
Mstep: Class 39 contains 1202 members 
Mstep: Class 40 contains 14216 members 
Mstep: Class 41 contains 27797 members 
Mstep: Class 42 contains 5225 members 
Mstep: Class 43 contains 12662 members 
Mstep: Class 44 contains 1580 members 
Mstep: Class 45 contains 3723 members 
Mstep: Class 46 contains 1993 members 
Mstep: Class 47 contains 4376 members 
Mstep: Class 48 contains 394 members 
Mstep: Class 49 contains 3325 members 
Mstep: Class 50 contains 947 members 
Mstep: Class 51 contains 1701 members 
Entering Unmasked Estep 
Score: -147490160.000000 Penalty: 176920.109375
Splitting cluster 32 changes total score from -147454880.000000 to -147490160.000000
So it's getting split into cluster 51.
Entering ConstructFrom: 
Trying to split cluster 33 (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: -254548.234375 Penalty: 1892.354370
	Iteration 0F: 2 clusters Score -254548.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -251906.593750 Penalty: 3784.708740
	Iteration 0F: 3 clusters Score -251906.6 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -252369.703125 Penalty: 3784.708740
	Iteration 1F: 3 clusters Score -252369.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -252509.968750 Penalty: 3784.708740
	Iteration 2F: 3 clusters Score -252510 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -252608.562500 Penalty: 3784.708740
	Iteration 3Q: 3 clusters Score -252608.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -252690.281250 Penalty: 3784.708740
	Iteration 4Q: 3 clusters Score -252690.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -252763.875000 Penalty: 3784.708740
	Iteration 5Q: 3 clusters Score -252763.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -252821.046875 Penalty: 3784.708740
	Iteration 6Q: 3 clusters Score -252821 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -252878.953125 Penalty: 3784.708740
	Iteration 7Q: 3 clusters Score -252879 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -252926.484375 Penalty: 3784.708740
	Iteration 8Q: 3 clusters Score -252926.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -252951.078125 Penalty: 3784.708740
	Iteration 9Q: 3 clusters Score -252951.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -252966.484375 Penalty: 3784.708740
	Iteration 10Q: 3 clusters Score -252966.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -252982.734375 Penalty: 3784.708740
	Iteration 11Q: 3 clusters Score -252982.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -252995.031250 Penalty: 3784.708740
	Iteration 12Q: 3 clusters Score -252995 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -253007.343750 Penalty: 3784.708740
	Iteration 13Q: 3 clusters Score -253007.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -253018.328125 Penalty: 3784.708740
	Iteration 14Q: 3 clusters Score -253018.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -253029.171875 Penalty: 3784.708740
	Iteration 15Q: 3 clusters Score -253029.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -253045.828125 Penalty: 3784.708740
	Iteration 16Q: 3 clusters Score -253045.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -253060.625000 Penalty: 3784.708740
	Iteration 17Q: 3 clusters Score -253060.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -253070.812500 Penalty: 3784.708740
	Iteration 18Q: 3 clusters Score -253070.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -253078.140625 Penalty: 3784.708740
	Iteration 19Q: 3 clusters Score -253078.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -253081.562500 Penalty: 3784.708740
	Iteration 20F: 3 clusters Score -253081.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -253082.937500 Penalty: 3784.708740
	Iteration 21Q: 3 clusters Score -253082.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -253084.468750 Penalty: 3784.708740
	Iteration 22Q: 3 clusters Score -253084.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -253085.218750 Penalty: 3784.708740
	Iteration 23Q: 3 clusters Score -253085.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -253086.500000 Penalty: 3784.708740
	Iteration 24Q: 3 clusters Score -253086.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -253089.781250 Penalty: 3784.708740
	Iteration 25Q: 3 clusters Score -253089.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -253091.500000 Penalty: 3784.708740
	Iteration 26Q: 3 clusters Score -253091.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -253093.593750 Penalty: 3784.708740
	Iteration 27Q: 3 clusters Score -253093.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -253094.453125 Penalty: 3784.708740
	Iteration 28Q: 3 clusters Score -253094.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -253095.578125 Penalty: 3784.708740
	Iteration 29Q: 3 clusters Score -253095.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -253095.578125 Penalty: 3784.708740
	Iteration 30F: 3 clusters Score -253095.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (9008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Entering Unmasked Estep 
Score: -1136118.250000 Penalty: 2258.255371
	Iteration 0F: 2 clusters Score -1136118 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -1129109.000000 Penalty: 4516.510742
	Iteration 0F: 3 clusters Score -1129109 nChanged 3635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -1131072.125000 Penalty: 4516.510742
	Iteration 1F: 3 clusters Score -1131072 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -1131452.250000 Penalty: 4516.510742
	Iteration 2F: 3 clusters Score -1131452 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -1131813.125000 Penalty: 4516.510742
	Iteration 3F: 3 clusters Score -1131813 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -1132158.875000 Penalty: 4516.510742
	Iteration 4F: 3 clusters Score -1132159 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -1132501.875000 Penalty: 4516.510742
	Iteration 5F: 3 clusters Score -1132502 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -1132867.000000 Penalty: 4516.510742
	Iteration 6F: 3 clusters Score -1132867 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -1133225.250000 Penalty: 4516.510742
	Iteration 7F: 3 clusters Score -1133225 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -1133498.375000 Penalty: 4516.510742
	Iteration 8Q: 3 clusters Score -1133498 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -1133661.750000 Penalty: 4516.510742
	Iteration 9Q: 3 clusters Score -1133662 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -1133751.000000 Penalty: 4516.510742
	Iteration 10Q: 3 clusters Score -1133751 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -1133823.375000 Penalty: 4516.510742
	Iteration 11Q: 3 clusters Score -1133823 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1133887.375000 Penalty: 4516.510742
	Iteration 12Q: 3 clusters Score -1133887 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1133953.875000 Penalty: 4516.510742
	Iteration 13Q: 3 clusters Score -1133954 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -1134003.750000 Penalty: 4516.510742
	Iteration 14Q: 3 clusters Score -1134004 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -1134031.000000 Penalty: 4516.510742
	Iteration 15Q: 3 clusters Score -1134031 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1134048.125000 Penalty: 4516.510742
	Iteration 16Q: 3 clusters Score -1134048 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1134064.125000 Penalty: 4516.510742
	Iteration 17Q: 3 clusters Score -1134064 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1134073.000000 Penalty: 4516.510742
	Iteration 18Q: 3 clusters Score -1134073 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -1134080.875000 Penalty: 4516.510742
	Iteration 19Q: 3 clusters Score -1134081 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -1134092.750000 Penalty: 4516.510742
	Iteration 20F: 3 clusters Score -1134093 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1134104.875000 Penalty: 4516.510742
	Iteration 21Q: 3 clusters Score -1134105 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -1134112.250000 Penalty: 4516.510742
	Iteration 22Q: 3 clusters Score -1134112 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -1134119.750000 Penalty: 4516.510742
	Iteration 23Q: 3 clusters Score -1134120 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -1134129.125000 Penalty: 4516.510742
	Iteration 24Q: 3 clusters Score -1134129 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -1134130.750000 Penalty: 4516.510742
	Iteration 25Q: 3 clusters Score -1134131 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -1134134.125000 Penalty: 4516.510742
	Iteration 26Q: 3 clusters Score -1134134 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -1134137.500000 Penalty: 4516.510742
	Iteration 27Q: 3 clusters Score -1134138 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1134142.125000 Penalty: 4516.510742
	Iteration 28Q: 3 clusters Score -1134142 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -1134145.625000 Penalty: 4516.510742
	Iteration 29Q: 3 clusters Score -1134146 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -1134146.250000 Penalty: 4516.510742
	Iteration 30Q: 3 clusters Score -1134146 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -1134147.500000 Penalty: 4516.510742
	Iteration 31Q: 3 clusters Score -1134148 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -1134146.375000 Penalty: 4516.510742
	Iteration 32Q: 3 clusters Score -1134146 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -1134146.375000 Penalty: 4516.510742
	Iteration 33F: 3 clusters Score -1134146 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (201740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201740 members 
Entering Unmasked Estep 
Score: -25946194.000000 Penalty: 3029.254395
	Iteration 0F: 2 clusters Score -2.594619e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100197 members 
Mstep: Class 2 contains 101543 members 
Entering Unmasked Estep 
Score: -25818394.000000 Penalty: 6058.508789
	Iteration 0F: 3 clusters Score -2.581839e+07 nChanged 97169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88174 members 
Mstep: Class 2 contains 113566 members 
Entering Unmasked Estep 
Score: -25876190.000000 Penalty: 6058.508789
	Iteration 1F: 3 clusters Score -2.587619e+07 nChanged 8491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80425 members 
Mstep: Class 2 contains 121315 members 
Entering Unmasked Estep 
Score: -25879374.000000 Penalty: 6058.508789
	Iteration 2Q: 3 clusters Score -2.587937e+07 nChanged 11989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68736 members 
Mstep: Class 2 contains 133004 members 
Entering Unmasked Estep 
Score: -25886050.000000 Penalty: 6058.508789
	Iteration 3F: 3 clusters Score -2.588605e+07 nChanged 16676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52144 members 
Mstep: Class 2 contains 149596 members 
Entering Unmasked Estep 
Score: -25898388.000000 Penalty: 6058.508789
	Iteration 4F: 3 clusters Score -2.589839e+07 nChanged 19722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32462 members 
Mstep: Class 2 contains 169278 members 
Entering Unmasked Estep 
Score: -25917514.000000 Penalty: 6058.508789
	Iteration 5F: 3 clusters Score -2.591751e+07 nChanged 17362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15120 members 
Mstep: Class 2 contains 186620 members 
Entering Unmasked Estep 
Score: -25933612.000000 Penalty: 6058.508789
	Iteration 6F: 3 clusters Score -2.593361e+07 nChanged 9847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 196459 members 
Entering Unmasked Estep 
Score: -25940384.000000 Penalty: 6058.508789
	Iteration 7Q: 3 clusters Score -2.594038e+07 nChanged 3610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 200061 members 
Entering Unmasked Estep 
Score: -25942484.000000 Penalty: 6058.508789
	Iteration 8Q: 3 clusters Score -2.594248e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 201085 members 
Entering Unmasked Estep 
Score: -25943228.000000 Penalty: 6058.508789
	Iteration 9Q: 3 clusters Score -2.594323e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 201296 members 
Entering Unmasked Estep 
Score: -25943496.000000 Penalty: 6058.508789
	Iteration 10Q: 3 clusters Score -2.59435e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 201351 members 
Entering Unmasked Estep 
Score: -25943610.000000 Penalty: 6058.508789
	Iteration 11Q: 3 clusters Score -2.594361e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 201364 members 
Entering Unmasked Estep 
Score: -25943672.000000 Penalty: 6058.508789
	Iteration 12Q: 3 clusters Score -2.594367e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 201372 members 
Entering Unmasked Estep 
Score: -25943714.000000 Penalty: 6058.508789
	Iteration 13Q: 3 clusters Score -2.594371e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 201374 members 
Entering Unmasked Estep 
Score: -25943728.000000 Penalty: 6058.508789
	Iteration 14Q: 3 clusters Score -2.594373e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 201376 members 
Entering Unmasked Estep 
Score: -25943770.000000 Penalty: 6058.508789
	Iteration 15Q: 3 clusters Score -2.594377e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 201374 members 
Entering Unmasked Estep 
Score: -25943784.000000 Penalty: 6058.508789
	Iteration 16Q: 3 clusters Score -2.594378e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 201378 members 
Entering Unmasked Estep 
Score: -25943796.000000 Penalty: 6058.508789
	Iteration 17Q: 3 clusters Score -2.59438e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 201378 members 
Entering Unmasked Estep 
Score: -25943782.000000 Penalty: 6058.508789
	Iteration 18Q: 3 clusters Score -2.594378e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 201382 members 
Entering Unmasked Estep 
Score: -25943792.000000 Penalty: 6058.508789
	Iteration 19Q: 3 clusters Score -2.594379e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 201383 members 
Entering Unmasked Estep 
Score: -25943802.000000 Penalty: 6058.508789
	Iteration 20F: 3 clusters Score -2.59438e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 201384 members 
Entering Unmasked Estep 
Score: -25943806.000000 Penalty: 6058.508789
	Iteration 21Q: 3 clusters Score -2.594381e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 201387 members 
Entering Unmasked Estep 
Score: -25943820.000000 Penalty: 6058.508789
	Iteration 22Q: 3 clusters Score -2.594382e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 201390 members 
Entering Unmasked Estep 
Score: -25943808.000000 Penalty: 6058.508789
	Iteration 23Q: 3 clusters Score -2.594381e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 201392 members 
Entering Unmasked Estep 
Score: -25943808.000000 Penalty: 6058.508789
	Iteration 24Q: 3 clusters Score -2.594381e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 201390 members 
Entering Unmasked Estep 
Score: -25943824.000000 Penalty: 6058.508789
	Iteration 25Q: 3 clusters Score -2.594382e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 201389 members 
Entering Unmasked Estep 
Score: -25943824.000000 Penalty: 6058.508789
	Iteration 26Q: 3 clusters Score -2.594382e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 201386 members 
Entering Unmasked Estep 
Score: -25943854.000000 Penalty: 6058.508789
	Iteration 27Q: 3 clusters Score -2.594385e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 201383 members 
Entering Unmasked Estep 
Score: -25943846.000000 Penalty: 6058.508789
	Iteration 28Q: 3 clusters Score -2.594385e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 201382 members 
Entering Unmasked Estep 
Score: -25943836.000000 Penalty: 6058.508789
	Iteration 29Q: 3 clusters Score -2.594384e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 201380 members 
Entering Unmasked Estep 
Score: -25943858.000000 Penalty: 6058.508789
	Iteration 30Q: 3 clusters Score -2.594386e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 201379 members 
Entering Unmasked Estep 
Score: -25943844.000000 Penalty: 6058.508789
	Iteration 31Q: 3 clusters Score -2.594384e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 201378 members 
Entering Unmasked Estep 
Score: -25943856.000000 Penalty: 6058.508789
	Iteration 32Q: 3 clusters Score -2.594386e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 201378 members 
Entering Unmasked Estep 
Score: -25943856.000000 Penalty: 6058.508789
	Iteration 33Q: 3 clusters Score -2.594386e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 201379 members 
Entering Unmasked Estep 
Score: -25943864.000000 Penalty: 6058.508789
	Iteration 34Q: 3 clusters Score -2.594386e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 201379 members 
Entering Unmasked Estep 
Score: -25943858.000000 Penalty: 6058.508789
	Iteration 35Q: 3 clusters Score -2.594386e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 201381 members 
Entering Unmasked Estep 
Score: -25943846.000000 Penalty: 6058.508789
	Iteration 36Q: 3 clusters Score -2.594385e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 201382 members 
Entering Unmasked Estep 
Score: -25943846.000000 Penalty: 6058.508789
	Iteration 37Q: 3 clusters Score -2.594385e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 201384 members 
Entering Unmasked Estep 
Score: -25943862.000000 Penalty: 6058.508789
	Iteration 38Q: 3 clusters Score -2.594386e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 201384 members 
Entering Unmasked Estep 
Score: -25943836.000000 Penalty: 6058.508789
	Iteration 39Q: 3 clusters Score -2.594384e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 201384 members 
Entering Unmasked Estep 
Score: -25943836.000000 Penalty: 6058.508789
	Iteration 40F: 3 clusters Score -2.594384e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (2744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Entering Unmasked Estep 
Score: -334449.312500 Penalty: 1963.458618
	Iteration 0F: 2 clusters Score -334449.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -331325.093750 Penalty: 3926.917236
	Iteration 0F: 3 clusters Score -331325.1 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -331965.562500 Penalty: 3926.917236
	Iteration 1F: 3 clusters Score -331965.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -332147.343750 Penalty: 3926.917236
	Iteration 2F: 3 clusters Score -332147.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -332234.406250 Penalty: 3926.917236
	Iteration 3Q: 3 clusters Score -332234.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -332279.312500 Penalty: 3926.917236
	Iteration 4Q: 3 clusters Score -332279.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -332313.406250 Penalty: 3926.917236
	Iteration 5Q: 3 clusters Score -332313.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -332342.500000 Penalty: 3926.917236
	Iteration 6Q: 3 clusters Score -332342.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -332360.343750 Penalty: 3926.917236
	Iteration 7Q: 3 clusters Score -332360.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -332381.937500 Penalty: 3926.917236
	Iteration 8Q: 3 clusters Score -332381.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -332397.031250 Penalty: 3926.917236
	Iteration 9Q: 3 clusters Score -332397 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -332409.156250 Penalty: 3926.917236
	Iteration 10Q: 3 clusters Score -332409.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -332417.500000 Penalty: 3926.917236
	Iteration 11Q: 3 clusters Score -332417.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -332426.718750 Penalty: 3926.917236
	Iteration 12Q: 3 clusters Score -332426.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -332437.031250 Penalty: 3926.917236
	Iteration 13Q: 3 clusters Score -332437 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -332450.500000 Penalty: 3926.917236
	Iteration 14Q: 3 clusters Score -332450.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -332474.531250 Penalty: 3926.917236
	Iteration 15Q: 3 clusters Score -332474.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -332499.687500 Penalty: 3926.917236
	Iteration 16Q: 3 clusters Score -332499.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -332528.156250 Penalty: 3926.917236
	Iteration 17Q: 3 clusters Score -332528.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -332570.000000 Penalty: 3926.917236
	Iteration 18Q: 3 clusters Score -332570 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -332601.343750 Penalty: 3926.917236
	Iteration 19Q: 3 clusters Score -332601.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -332635.312500 Penalty: 3926.917236
	Iteration 20F: 3 clusters Score -332635.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -332677.281250 Penalty: 3926.917236
	Iteration 21Q: 3 clusters Score -332677.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -332702.187500 Penalty: 3926.917236
	Iteration 22Q: 3 clusters Score -332702.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -332721.593750 Penalty: 3926.917236
	Iteration 23Q: 3 clusters Score -332721.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -332744.937500 Penalty: 3926.917236
	Iteration 24Q: 3 clusters Score -332744.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -332764.125000 Penalty: 3926.917236
	Iteration 25Q: 3 clusters Score -332764.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -332782.250000 Penalty: 3926.917236
	Iteration 26Q: 3 clusters Score -332782.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -332803.156250 Penalty: 3926.917236
	Iteration 27Q: 3 clusters Score -332803.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -332820.843750 Penalty: 3926.917236
	Iteration 28Q: 3 clusters Score -332820.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -332845.031250 Penalty: 3926.917236
	Iteration 29Q: 3 clusters Score -332845 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -332873.125000 Penalty: 3926.917236
	Iteration 30Q: 3 clusters Score -332873.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -332898.718750 Penalty: 3926.917236
	Iteration 31Q: 3 clusters Score -332898.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -332927.593750 Penalty: 3926.917236
	Iteration 32Q: 3 clusters Score -332927.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -332949.531250 Penalty: 3926.917236
	Iteration 33Q: 3 clusters Score -332949.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -332968.312500 Penalty: 3926.917236
	Iteration 34Q: 3 clusters Score -332968.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -332994.437500 Penalty: 3926.917236
	Iteration 35Q: 3 clusters Score -332994.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -333047.500000 Penalty: 3926.917236
	Iteration 36Q: 3 clusters Score -333047.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -333093.062500 Penalty: 3926.917236
	Iteration 37Q: 3 clusters Score -333093.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -333115.500000 Penalty: 3926.917236
	Iteration 38Q: 3 clusters Score -333115.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -333126.625000 Penalty: 3926.917236
	Iteration 39Q: 3 clusters Score -333126.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -333132.937500 Penalty: 3926.917236
	Iteration 40F: 3 clusters Score -333132.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -333138.093750 Penalty: 3926.917236
	Iteration 41Q: 3 clusters Score -333138.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -333142.687500 Penalty: 3926.917236
	Iteration 42Q: 3 clusters Score -333142.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -333147.437500 Penalty: 3926.917236
	Iteration 43Q: 3 clusters Score -333147.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -333149.250000 Penalty: 3926.917236
	Iteration 44Q: 3 clusters Score -333149.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -333151.375000 Penalty: 3926.917236
	Iteration 45Q: 3 clusters Score -333151.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -333153.406250 Penalty: 3926.917236
	Iteration 46Q: 3 clusters Score -333153.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -333153.406250 Penalty: 3926.917236
	Iteration 47F: 3 clusters Score -333153.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (37528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37528 members 
Entering Unmasked Estep 
Score: -4742228.000000 Penalty: 2612.145020
	Iteration 0F: 2 clusters Score -4742228 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18733 members 
Mstep: Class 2 contains 18795 members 
Entering Unmasked Estep 
Score: -4716671.000000 Penalty: 5224.290039
	Iteration 0F: 3 clusters Score -4716671 nChanged 17031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18768 members 
Mstep: Class 2 contains 18760 members 
Entering Unmasked Estep 
Score: -4726129.500000 Penalty: 5224.290039
	Iteration 1F: 3 clusters Score -4726130 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18772 members 
Mstep: Class 2 contains 18756 members 
Entering Unmasked Estep 
Score: -4727156.000000 Penalty: 5224.290039
	Iteration 2F: 3 clusters Score -4727156 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18795 members 
Mstep: Class 2 contains 18733 members 
Entering Unmasked Estep 
Score: -4728722.000000 Penalty: 5224.290039
	Iteration 3F: 3 clusters Score -4728722 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18883 members 
Mstep: Class 2 contains 18645 members 
Entering Unmasked Estep 
Score: -4730329.500000 Penalty: 5224.290039
	Iteration 4F: 3 clusters Score -4730330 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18954 members 
Mstep: Class 2 contains 18574 members 
Entering Unmasked Estep 
Score: -4731690.000000 Penalty: 5224.290039
	Iteration 5F: 3 clusters Score -4731690 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19119 members 
Mstep: Class 2 contains 18409 members 
Entering Unmasked Estep 
Score: -4732795.500000 Penalty: 5224.290039
	Iteration 6F: 3 clusters Score -4732796 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19406 members 
Mstep: Class 2 contains 18122 members 
Entering Unmasked Estep 
Score: -4733671.500000 Penalty: 5224.290039
	Iteration 7F: 3 clusters Score -4733672 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19703 members 
Mstep: Class 2 contains 17825 members 
Entering Unmasked Estep 
Score: -4734495.000000 Penalty: 5224.290039
	Iteration 8Q: 3 clusters Score -4734495 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19970 members 
Mstep: Class 2 contains 17558 members 
Entering Unmasked Estep 
Score: -4735238.500000 Penalty: 5224.290039
	Iteration 9Q: 3 clusters Score -4735238 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20217 members 
Mstep: Class 2 contains 17311 members 
Entering Unmasked Estep 
Score: -4735845.500000 Penalty: 5224.290039
	Iteration 10Q: 3 clusters Score -4735846 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20377 members 
Mstep: Class 2 contains 17151 members 
Entering Unmasked Estep 
Score: -4736377.000000 Penalty: 5224.290039
	Iteration 11Q: 3 clusters Score -4736377 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20503 members 
Mstep: Class 2 contains 17025 members 
Entering Unmasked Estep 
Score: -4736806.500000 Penalty: 5224.290039
	Iteration 12Q: 3 clusters Score -4736806 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20599 members 
Mstep: Class 2 contains 16929 members 
Entering Unmasked Estep 
Score: -4737051.000000 Penalty: 5224.290039
	Iteration 13Q: 3 clusters Score -4737051 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20685 members 
Mstep: Class 2 contains 16843 members 
Entering Unmasked Estep 
Score: -4737242.500000 Penalty: 5224.290039
	Iteration 14Q: 3 clusters Score -4737242 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20800 members 
Mstep: Class 2 contains 16728 members 
Entering Unmasked Estep 
Score: -4737392.000000 Penalty: 5224.290039
	Iteration 15Q: 3 clusters Score -4737392 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20907 members 
Mstep: Class 2 contains 16621 members 
Entering Unmasked Estep 
Score: -4737495.000000 Penalty: 5224.290039
	Iteration 16Q: 3 clusters Score -4737495 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20977 members 
Mstep: Class 2 contains 16551 members 
Entering Unmasked Estep 
Score: -4737549.500000 Penalty: 5224.290039
	Iteration 17Q: 3 clusters Score -4737550 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21043 members 
Mstep: Class 2 contains 16485 members 
Entering Unmasked Estep 
Score: -4737626.000000 Penalty: 5224.290039
	Iteration 18Q: 3 clusters Score -4737626 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21083 members 
Mstep: Class 2 contains 16445 members 
Entering Unmasked Estep 
Score: -4737687.000000 Penalty: 5224.290039
	Iteration 19Q: 3 clusters Score -4737687 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21081 members 
Mstep: Class 2 contains 16447 members 
Entering Unmasked Estep 
Score: -4737714.000000 Penalty: 5224.290039
	Iteration 20F: 3 clusters Score -4737714 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21061 members 
Mstep: Class 2 contains 16467 members 
Entering Unmasked Estep 
Score: -4737770.000000 Penalty: 5224.290039
	Iteration 21Q: 3 clusters Score -4737770 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21030 members 
Mstep: Class 2 contains 16498 members 
Entering Unmasked Estep 
Score: -4737785.500000 Penalty: 5224.290039
	Iteration 22Q: 3 clusters Score -4737786 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21026 members 
Mstep: Class 2 contains 16502 members 
Entering Unmasked Estep 
Score: -4737849.500000 Penalty: 5224.290039
	Iteration 23Q: 3 clusters Score -4737850 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21000 members 
Mstep: Class 2 contains 16528 members 
Entering Unmasked Estep 
Score: -4737892.500000 Penalty: 5224.290039
	Iteration 24Q: 3 clusters Score -4737892 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20958 members 
Mstep: Class 2 contains 16570 members 
Entering Unmasked Estep 
Score: -4737916.000000 Penalty: 5224.290039
	Iteration 25Q: 3 clusters Score -4737916 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20899 members 
Mstep: Class 2 contains 16629 members 
Entering Unmasked Estep 
Score: -4737961.000000 Penalty: 5224.290039
	Iteration 26Q: 3 clusters Score -4737961 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20836 members 
Mstep: Class 2 contains 16692 members 
Entering Unmasked Estep 
Score: -4737988.000000 Penalty: 5224.290039
	Iteration 27Q: 3 clusters Score -4737988 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20758 members 
Mstep: Class 2 contains 16770 members 
Entering Unmasked Estep 
Score: -4738007.500000 Penalty: 5224.290039
	Iteration 28Q: 3 clusters Score -4738008 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20702 members 
Mstep: Class 2 contains 16826 members 
Entering Unmasked Estep 
Score: -4738015.500000 Penalty: 5224.290039
	Iteration 29Q: 3 clusters Score -4738016 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20604 members 
Mstep: Class 2 contains 16924 members 
Entering Unmasked Estep 
Score: -4738033.000000 Penalty: 5224.290039
	Iteration 30Q: 3 clusters Score -4738033 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20501 members 
Mstep: Class 2 contains 17027 members 
Entering Unmasked Estep 
Score: -4738038.000000 Penalty: 5224.290039
	Iteration 31Q: 3 clusters Score -4738038 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20388 members 
Mstep: Class 2 contains 17140 members 
Entering Unmasked Estep 
Score: -4738090.500000 Penalty: 5224.290039
	Iteration 32Q: 3 clusters Score -4738090 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20258 members 
Mstep: Class 2 contains 17270 members 
Entering Unmasked Estep 
Score: -4738114.500000 Penalty: 5224.290039
	Iteration 33Q: 3 clusters Score -4738114 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20107 members 
Mstep: Class 2 contains 17421 members 
Entering Unmasked Estep 
Score: -4738125.500000 Penalty: 5224.290039
	Iteration 34Q: 3 clusters Score -4738126 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19915 members 
Mstep: Class 2 contains 17613 members 
Entering Unmasked Estep 
Score: -4738165.500000 Penalty: 5224.290039
	Iteration 35Q: 3 clusters Score -4738166 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19708 members 
Mstep: Class 2 contains 17820 members 
Entering Unmasked Estep 
Score: -4738207.000000 Penalty: 5224.290039
	Iteration 36Q: 3 clusters Score -4738207 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19468 members 
Mstep: Class 2 contains 18060 members 
Entering Unmasked Estep 
Score: -4738259.500000 Penalty: 5224.290039
	Iteration 37Q: 3 clusters Score -4738260 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19209 members 
Mstep: Class 2 contains 18319 members 
Entering Unmasked Estep 
Score: -4738315.500000 Penalty: 5224.290039
	Iteration 38Q: 3 clusters Score -4738316 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18932 members 
Mstep: Class 2 contains 18596 members 
Entering Unmasked Estep 
Score: -4738375.000000 Penalty: 5224.290039
	Iteration 39Q: 3 clusters Score -4738375 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18636 members 
Mstep: Class 2 contains 18892 members 
Entering Unmasked Estep 
Score: -4738421.000000 Penalty: 5224.290039
	Iteration 40F: 3 clusters Score -4738421 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18358 members 
Mstep: Class 2 contains 19170 members 
Entering Unmasked Estep 
Score: -4738455.000000 Penalty: 5224.290039
	Iteration 41Q: 3 clusters Score -4738455 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18041 members 
Mstep: Class 2 contains 19487 members 
Entering Unmasked Estep 
Score: -4738542.000000 Penalty: 5224.290039
	Iteration 42Q: 3 clusters Score -4738542 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17698 members 
Mstep: Class 2 contains 19830 members 
Entering Unmasked Estep 
Score: -4738607.000000 Penalty: 5224.290039
	Iteration 43Q: 3 clusters Score -4738607 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17345 members 
Mstep: Class 2 contains 20183 members 
Entering Unmasked Estep 
Score: -4738686.000000 Penalty: 5224.290039
	Iteration 44Q: 3 clusters Score -4738686 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16944 members 
Mstep: Class 2 contains 20584 members 
Entering Unmasked Estep 
Score: -4738799.500000 Penalty: 5224.290039
	Iteration 45Q: 3 clusters Score -4738800 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16485 members 
Mstep: Class 2 contains 21043 members 
Entering Unmasked Estep 
Score: -4738910.000000 Penalty: 5224.290039
	Iteration 46Q: 3 clusters Score -4738910 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15962 members 
Mstep: Class 2 contains 21566 members 
Entering Unmasked Estep 
Score: -4739086.000000 Penalty: 5224.290039
	Iteration 47Q: 3 clusters Score -4739086 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15438 members 
Mstep: Class 2 contains 22090 members 
Entering Unmasked Estep 
Score: -4739218.500000 Penalty: 5224.290039
	Iteration 48Q: 3 clusters Score -4739218 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14870 members 
Mstep: Class 2 contains 22658 members 
Entering Unmasked Estep 
Score: -4739364.500000 Penalty: 5224.290039
	Iteration 49Q: 3 clusters Score -4739364 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14273 members 
Mstep: Class 2 contains 23255 members 
Entering Unmasked Estep 
Score: -4739564.500000 Penalty: 5224.290039
	Iteration 50Q: 3 clusters Score -4739564 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13641 members 
Mstep: Class 2 contains 23887 members 
Entering Unmasked Estep 
Score: -4739760.500000 Penalty: 5224.290039
	Iteration 51Q: 3 clusters Score -4739760 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12974 members 
Mstep: Class 2 contains 24554 members 
Entering Unmasked Estep 
Score: -4739968.000000 Penalty: 5224.290039
	Iteration 52Q: 3 clusters Score -4739968 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12351 members 
Mstep: Class 2 contains 25177 members 
Entering Unmasked Estep 
Score: -4740181.000000 Penalty: 5224.290039
	Iteration 53Q: 3 clusters Score -4740181 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11738 members 
Mstep: Class 2 contains 25790 members 
Entering Unmasked Estep 
Score: -4740377.000000 Penalty: 5224.290039
	Iteration 54Q: 3 clusters Score -4740377 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11112 members 
Mstep: Class 2 contains 26416 members 
Entering Unmasked Estep 
Score: -4740614.000000 Penalty: 5224.290039
	Iteration 55Q: 3 clusters Score -4740614 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10465 members 
Mstep: Class 2 contains 27063 members 
Entering Unmasked Estep 
Score: -4740872.500000 Penalty: 5224.290039
	Iteration 56Q: 3 clusters Score -4740872 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 27713 members 
Entering Unmasked Estep 
Score: -4741164.000000 Penalty: 5224.290039
	Iteration 57Q: 3 clusters Score -4741164 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 28344 members 
Entering Unmasked Estep 
Score: -4741415.000000 Penalty: 5224.290039
	Iteration 58Q: 3 clusters Score -4741415 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 28965 members 
Entering Unmasked Estep 
Score: -4741699.000000 Penalty: 5224.290039
	Iteration 59Q: 3 clusters Score -4741699 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 29619 members 
Entering Unmasked Estep 
Score: -4742047.000000 Penalty: 5224.290039
	Iteration 60F: 3 clusters Score -4742047 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 30268 members 
Entering Unmasked Estep 
Score: -4742417.000000 Penalty: 5224.290039
	Iteration 61Q: 3 clusters Score -4742417 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 30941 members 
Entering Unmasked Estep 
Score: -4742795.000000 Penalty: 5224.290039
	Iteration 62Q: 3 clusters Score -4742795 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 31539 members 
Entering Unmasked Estep 
Score: -4743167.000000 Penalty: 5224.290039
	Iteration 63Q: 3 clusters Score -4743167 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 32045 members 
Entering Unmasked Estep 
Score: -4743537.500000 Penalty: 5224.290039
	Iteration 64Q: 3 clusters Score -4743538 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 32464 members 
Entering Unmasked Estep 
Score: -4743829.500000 Penalty: 5224.290039
	Iteration 65Q: 3 clusters Score -4743830 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 32795 members 
Entering Unmasked Estep 
Score: -4744072.500000 Penalty: 5224.290039
	Iteration 66Q: 3 clusters Score -4744072 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 33086 members 
Entering Unmasked Estep 
Score: -4744260.500000 Penalty: 5224.290039
	Iteration 67Q: 3 clusters Score -4744260 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 33300 members 
Entering Unmasked Estep 
Score: -4744410.500000 Penalty: 5224.290039
	Iteration 68Q: 3 clusters Score -4744410 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 33473 members 
Entering Unmasked Estep 
Score: -4744510.000000 Penalty: 5224.290039
	Iteration 69Q: 3 clusters Score -4744510 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 33580 members 
Entering Unmasked Estep 
Score: -4744536.000000 Penalty: 5224.290039
	Iteration 70Q: 3 clusters Score -4744536 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 33644 members 
Entering Unmasked Estep 
Score: -4744567.000000 Penalty: 5224.290039
	Iteration 71Q: 3 clusters Score -4744567 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 33692 members 
Entering Unmasked Estep 
Score: -4744548.500000 Penalty: 5224.290039
	Iteration 72Q: 3 clusters Score -4744548 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 33725 members 
Entering Unmasked Estep 
Score: -4744558.500000 Penalty: 5224.290039
	Iteration 73Q: 3 clusters Score -4744558 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 33750 members 
Entering Unmasked Estep 
Score: -4744562.500000 Penalty: 5224.290039
	Iteration 74Q: 3 clusters Score -4744562 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 33764 members 
Entering Unmasked Estep 
Score: -4744563.000000 Penalty: 5224.290039
	Iteration 75Q: 3 clusters Score -4744563 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 33781 members 
Entering Unmasked Estep 
Score: -4744561.000000 Penalty: 5224.290039
	Iteration 76Q: 3 clusters Score -4744561 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 33791 members 
Entering Unmasked Estep 
Score: -4744571.500000 Penalty: 5224.290039
	Iteration 77Q: 3 clusters Score -4744572 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 33802 members 
Entering Unmasked Estep 
Score: -4744566.500000 Penalty: 5224.290039
	Iteration 78Q: 3 clusters Score -4744566 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 33810 members 
Entering Unmasked Estep 
Score: -4744566.500000 Penalty: 5224.290039
	Iteration 79Q: 3 clusters Score -4744566 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 33815 members 
Entering Unmasked Estep 
Score: -4744569.000000 Penalty: 5224.290039
	Iteration 80F: 3 clusters Score -4744569 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 33818 members 
Entering Unmasked Estep 
Score: -4744569.000000 Penalty: 5224.290039
	Iteration 81Q: 3 clusters Score -4744569 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 33819 members 
Entering Unmasked Estep 
Score: -4744573.000000 Penalty: 5224.290039
	Iteration 82Q: 3 clusters Score -4744573 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 33820 members 
Entering Unmasked Estep 
Score: -4744574.000000 Penalty: 5224.290039
	Iteration 83Q: 3 clusters Score -4744574 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 33821 members 
Entering Unmasked Estep 
Score: -4744571.500000 Penalty: 5224.290039
	Iteration 84Q: 3 clusters Score -4744572 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 33822 members 
Entering Unmasked Estep 
Score: -4744578.500000 Penalty: 5224.290039
	Iteration 85Q: 3 clusters Score -4744578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 33823 members 
Entering Unmasked Estep 
Score: -4744579.500000 Penalty: 5224.290039
	Iteration 86Q: 3 clusters Score -4744580 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 33824 members 
Entering Unmasked Estep 
Score: -4744578.500000 Penalty: 5224.290039
	Iteration 87Q: 3 clusters Score -4744578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 33825 members 
Entering Unmasked Estep 
Score: -4744577.500000 Penalty: 5224.290039
	Iteration 88Q: 3 clusters Score -4744578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 33826 members 
Entering Unmasked Estep 
Score: -4744577.500000 Penalty: 5224.290039
	Iteration 89Q: 3 clusters Score -4744578 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 33826 members 
Entering Unmasked Estep 
Score: -4744577.500000 Penalty: 5224.290039
	Iteration 90F: 3 clusters Score -4744578 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 15471 members 
Mstep: Class 3 contains 27347 members 
Mstep: Class 4 contains 38685 members 
Mstep: Class 5 contains 22127 members 
Mstep: Class 6 contains 8180 members 
Mstep: Class 7 contains 2549 members 
Mstep: Class 8 contains 46114 members 
Mstep: Class 9 contains 30685 members 
Mstep: Class 10 contains 12782 members 
Mstep: Class 11 contains 4419 members 
Mstep: Class 12 contains 225577 members 
Mstep: Class 13 contains 10710 members 
Mstep: Class 14 contains 6263 members 
Mstep: Class 15 contains 25016 members 
Mstep: Class 16 contains 8518 members 
Mstep: Class 17 contains 12333 members 
Mstep: Class 18 contains 10331 members 
Mstep: Class 19 contains 171290 members 
Mstep: Class 20 contains 42607 members 
Mstep: Class 21 contains 14001 members 
Mstep: Class 22 contains 242 members 
Mstep: Class 23 contains 10879 members 
Mstep: Class 24 contains 4160 members 
Mstep: Class 25 contains 6060 members 
Mstep: Class 26 contains 60651 members 
Mstep: Class 27 contains 9594 members 
Mstep: Class 28 contains 6381 members 
Mstep: Class 29 contains 5203 members 
Mstep: Class 30 contains 8715 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 2688 members 
Mstep: Class 33 contains 2060 members 
Mstep: Class 34 contains 9008 members 
Mstep: Class 35 contains 201740 members 
Mstep: Class 36 contains 2744 members 
Mstep: Class 37 contains 3702 members 
Mstep: Class 38 contains 3087 members 
Mstep: Class 39 contains 1202 members 
Mstep: Class 40 contains 14216 members 
Mstep: Class 41 contains 27797 members 
Mstep: Class 42 contains 5225 members 
Mstep: Class 43 contains 12662 members 
Mstep: Class 44 contains 1580 members 
Mstep: Class 45 contains 3723 members 
Mstep: Class 46 contains 1993 members 
Mstep: Class 47 contains 4376 members 
Mstep: Class 48 contains 394 members 
Mstep: Class 49 contains 3325 members 
Mstep: Class 50 contains 947 members 
Mstep: Class 51 contains 1701 members 
Mstep: Class 52 contains 33826 members 
Entering Unmasked Estep 
Score: -147490864.000000 Penalty: 180389.140625
Splitting cluster 37 changes total score from -147454880.000000 to -147490864.000000
So it's getting split into cluster 52.
Entering ConstructFrom: 
Trying to split cluster 38 (3087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Entering Unmasked Estep 
Score: -385151.750000 Penalty: 1992.668823
	Iteration 0F: 2 clusters Score -385151.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -381816.281250 Penalty: 3985.337646
	Iteration 0F: 3 clusters Score -381816.3 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -382534.687500 Penalty: 3985.337646
	Iteration 1F: 3 clusters Score -382534.7 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -382691.625000 Penalty: 3985.337646
	Iteration 2F: 3 clusters Score -382691.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -382766.437500 Penalty: 3985.337646
	Iteration 3Q: 3 clusters Score -382766.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -382806.125000 Penalty: 3985.337646
	Iteration 4Q: 3 clusters Score -382806.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -382829.531250 Penalty: 3985.337646
	Iteration 5Q: 3 clusters Score -382829.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -382848.968750 Penalty: 3985.337646
	Iteration 6Q: 3 clusters Score -382849 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -382864.281250 Penalty: 3985.337646
	Iteration 7Q: 3 clusters Score -382864.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -382877.531250 Penalty: 3985.337646
	Iteration 8Q: 3 clusters Score -382877.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -382892.062500 Penalty: 3985.337646
	Iteration 9Q: 3 clusters Score -382892.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -382909.500000 Penalty: 3985.337646
	Iteration 10Q: 3 clusters Score -382909.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -382921.125000 Penalty: 3985.337646
	Iteration 11Q: 3 clusters Score -382921.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -382929.906250 Penalty: 3985.337646
	Iteration 12Q: 3 clusters Score -382929.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -382937.531250 Penalty: 3985.337646
	Iteration 13Q: 3 clusters Score -382937.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -382947.250000 Penalty: 3985.337646
	Iteration 14Q: 3 clusters Score -382947.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -382956.843750 Penalty: 3985.337646
	Iteration 15Q: 3 clusters Score -382956.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -382966.750000 Penalty: 3985.337646
	Iteration 16Q: 3 clusters Score -382966.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -382979.468750 Penalty: 3985.337646
	Iteration 17Q: 3 clusters Score -382979.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -382989.468750 Penalty: 3985.337646
	Iteration 18Q: 3 clusters Score -382989.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -383000.375000 Penalty: 3985.337646
	Iteration 19Q: 3 clusters Score -383000.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -383010.906250 Penalty: 3985.337646
	Iteration 20F: 3 clusters Score -383010.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -383022.531250 Penalty: 3985.337646
	Iteration 21Q: 3 clusters Score -383022.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -383033.750000 Penalty: 3985.337646
	Iteration 22Q: 3 clusters Score -383033.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -383040.312500 Penalty: 3985.337646
	Iteration 23Q: 3 clusters Score -383040.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -383047.718750 Penalty: 3985.337646
	Iteration 24Q: 3 clusters Score -383047.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -383052.562500 Penalty: 3985.337646
	Iteration 25Q: 3 clusters Score -383052.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -383060.187500 Penalty: 3985.337646
	Iteration 26Q: 3 clusters Score -383060.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -383068.656250 Penalty: 3985.337646
	Iteration 27Q: 3 clusters Score -383068.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -383077.250000 Penalty: 3985.337646
	Iteration 28Q: 3 clusters Score -383077.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -383086.468750 Penalty: 3985.337646
	Iteration 29Q: 3 clusters Score -383086.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -383101.406250 Penalty: 3985.337646
	Iteration 30Q: 3 clusters Score -383101.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -383118.062500 Penalty: 3985.337646
	Iteration 31Q: 3 clusters Score -383118.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -383131.718750 Penalty: 3985.337646
	Iteration 32Q: 3 clusters Score -383131.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -383154.093750 Penalty: 3985.337646
	Iteration 33Q: 3 clusters Score -383154.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -383178.562500 Penalty: 3985.337646
	Iteration 34Q: 3 clusters Score -383178.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -383205.437500 Penalty: 3985.337646
	Iteration 35Q: 3 clusters Score -383205.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -383238.875000 Penalty: 3985.337646
	Iteration 36Q: 3 clusters Score -383238.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -383276.062500 Penalty: 3985.337646
	Iteration 37Q: 3 clusters Score -383276.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -383329.437500 Penalty: 3985.337646
	Iteration 38Q: 3 clusters Score -383329.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -383379.406250 Penalty: 3985.337646
	Iteration 39Q: 3 clusters Score -383379.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -383442.500000 Penalty: 3985.337646
	Iteration 40F: 3 clusters Score -383442.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -383517.250000 Penalty: 3985.337646
	Iteration 41Q: 3 clusters Score -383517.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -383594.218750 Penalty: 3985.337646
	Iteration 42Q: 3 clusters Score -383594.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -383668.093750 Penalty: 3985.337646
	Iteration 43Q: 3 clusters Score -383668.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -383723.593750 Penalty: 3985.337646
	Iteration 44Q: 3 clusters Score -383723.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -383775.812500 Penalty: 3985.337646
	Iteration 45Q: 3 clusters Score -383775.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -383823.968750 Penalty: 3985.337646
	Iteration 46Q: 3 clusters Score -383824 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -383859.000000 Penalty: 3985.337646
	Iteration 47Q: 3 clusters Score -383859 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -383878.937500 Penalty: 3985.337646
	Iteration 48Q: 3 clusters Score -383878.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -383899.812500 Penalty: 3985.337646
	Iteration 49Q: 3 clusters Score -383899.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -383911.031250 Penalty: 3985.337646
	Iteration 50Q: 3 clusters Score -383911 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -383918.937500 Penalty: 3985.337646
	Iteration 51Q: 3 clusters Score -383918.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -383925.281250 Penalty: 3985.337646
	Iteration 52Q: 3 clusters Score -383925.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -383930.343750 Penalty: 3985.337646
	Iteration 53Q: 3 clusters Score -383930.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -383930.718750 Penalty: 3985.337646
	Iteration 54Q: 3 clusters Score -383930.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -383932.000000 Penalty: 3985.337646
	Iteration 55Q: 3 clusters Score -383932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -383932.718750 Penalty: 3985.337646
	Iteration 56Q: 3 clusters Score -383932.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -383933.625000 Penalty: 3985.337646
	Iteration 57Q: 3 clusters Score -383933.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -383934.812500 Penalty: 3985.337646
	Iteration 58Q: 3 clusters Score -383934.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -383934.875000 Penalty: 3985.337646
	Iteration 59Q: 3 clusters Score -383934.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -383935.718750 Penalty: 3985.337646
	Iteration 60F: 3 clusters Score -383935.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -383935.593750 Penalty: 3985.337646
	Iteration 61Q: 3 clusters Score -383935.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -383935.593750 Penalty: 3985.337646
	Iteration 62F: 3 clusters Score -383935.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (1202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Entering Unmasked Estep 
Score: -88222.695312 Penalty: 1758.752075
	Iteration 0F: 2 clusters Score -88222.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -86561.656250 Penalty: 3517.504150
	Iteration 0F: 3 clusters Score -86561.66 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -88799.445312 Penalty: 3517.504150
	Iteration 1F: 3 clusters Score -88799.45 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -91775.968750 Penalty: 3517.504150
	Iteration 2F: 3 clusters Score -91775.97 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -92965.726562 Penalty: 3517.504150
	Iteration 3F: 3 clusters Score -92965.73 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -93204.445312 Penalty: 3517.504150
	Iteration 4Q: 3 clusters Score -93204.45 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -93326.585938 Penalty: 3517.504150
	Iteration 5Q: 3 clusters Score -93326.59 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -93366.648438 Penalty: 3517.504150
	Iteration 6Q: 3 clusters Score -93366.65 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -93391.226562 Penalty: 3517.504150
	Iteration 7Q: 3 clusters Score -93391.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -93396.867188 Penalty: 3517.504150
	Iteration 8Q: 3 clusters Score -93396.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -93399.421875 Penalty: 3517.504150
	Iteration 9Q: 3 clusters Score -93399.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -93400.921875 Penalty: 3517.504150
	Iteration 10Q: 3 clusters Score -93400.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -93400.921875 Penalty: 3517.504150
	Iteration 11F: 3 clusters Score -93400.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 15471 members 
Mstep: Class 3 contains 27347 members 
Mstep: Class 4 contains 38685 members 
Mstep: Class 5 contains 22127 members 
Mstep: Class 6 contains 8180 members 
Mstep: Class 7 contains 2549 members 
Mstep: Class 8 contains 46114 members 
Mstep: Class 9 contains 30685 members 
Mstep: Class 10 contains 12782 members 
Mstep: Class 11 contains 4419 members 
Mstep: Class 12 contains 225577 members 
Mstep: Class 13 contains 10710 members 
Mstep: Class 14 contains 6263 members 
Mstep: Class 15 contains 25016 members 
Mstep: Class 16 contains 8518 members 
Mstep: Class 17 contains 12333 members 
Mstep: Class 18 contains 10331 members 
Mstep: Class 19 contains 171290 members 
Mstep: Class 20 contains 42607 members 
Mstep: Class 21 contains 14001 members 
Mstep: Class 22 contains 242 members 
Mstep: Class 23 contains 10879 members 
Mstep: Class 24 contains 4160 members 
Mstep: Class 25 contains 6060 members 
Mstep: Class 26 contains 60651 members 
Mstep: Class 27 contains 9594 members 
Mstep: Class 28 contains 6381 members 
Mstep: Class 29 contains 5203 members 
Mstep: Class 30 contains 8715 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 2688 members 
Mstep: Class 33 contains 2060 members 
Mstep: Class 34 contains 9008 members 
Mstep: Class 35 contains 201740 members 
Mstep: Class 36 contains 2744 members 
Mstep: Class 37 contains 3702 members 
Mstep: Class 38 contains 3087 members 
Mstep: Class 39 contains 520 members 
Mstep: Class 40 contains 14216 members 
Mstep: Class 41 contains 27797 members 
Mstep: Class 42 contains 5225 members 
Mstep: Class 43 contains 12662 members 
Mstep: Class 44 contains 1580 members 
Mstep: Class 45 contains 3723 members 
Mstep: Class 46 contains 1993 members 
Mstep: Class 47 contains 4376 members 
Mstep: Class 48 contains 394 members 
Mstep: Class 49 contains 3325 members 
Mstep: Class 50 contains 947 members 
Mstep: Class 51 contains 1701 members 
Mstep: Class 52 contains 33826 members 
Mstep: Class 53 contains 682 members 
Entering Unmasked Estep 
Score: -147494016.000000 Penalty: 183858.156250
Splitting cluster 39 changes total score from -147454880.000000 to -147494016.000000
So it's getting split into cluster 53.
Entering ConstructFrom: 
Trying to split cluster 40 (14216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14216 members 
Entering Unmasked Estep 
Score: -1578792.750000 Penalty: 2371.406494
	Iteration 0F: 2 clusters Score -1578793 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -1568486.500000 Penalty: 4742.812988
	Iteration 0F: 3 clusters Score -1568486 nChanged 6221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -1572543.625000 Penalty: 4742.812988
	Iteration 1F: 3 clusters Score -1572544 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -1573692.500000 Penalty: 4742.812988
	Iteration 2F: 3 clusters Score -1573692 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -1574839.500000 Penalty: 4742.812988
	Iteration 3F: 3 clusters Score -1574840 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -1575942.125000 Penalty: 4742.812988
	Iteration 4F: 3 clusters Score -1575942 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -1576881.750000 Penalty: 4742.812988
	Iteration 5F: 3 clusters Score -1576882 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -1577515.875000 Penalty: 4742.812988
	Iteration 6F: 3 clusters Score -1577516 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -1577870.625000 Penalty: 4742.812988
	Iteration 7Q: 3 clusters Score -1577871 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -1578109.000000 Penalty: 4742.812988
	Iteration 8Q: 3 clusters Score -1578109 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -1578277.500000 Penalty: 4742.812988
	Iteration 9Q: 3 clusters Score -1578278 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -1578442.250000 Penalty: 4742.812988
	Iteration 10Q: 3 clusters Score -1578442 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -1578575.500000 Penalty: 4742.812988
	Iteration 11Q: 3 clusters Score -1578576 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -1578670.500000 Penalty: 4742.812988
	Iteration 12Q: 3 clusters Score -1578670 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -1578735.625000 Penalty: 4742.812988
	Iteration 13Q: 3 clusters Score -1578736 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -1578784.625000 Penalty: 4742.812988
	Iteration 14Q: 3 clusters Score -1578785 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -1578825.875000 Penalty: 4742.812988
	Iteration 15Q: 3 clusters Score -1578826 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -1578859.625000 Penalty: 4742.812988
	Iteration 16Q: 3 clusters Score -1578860 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -1578886.250000 Penalty: 4742.812988
	Iteration 17Q: 3 clusters Score -1578886 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -1578910.875000 Penalty: 4742.812988
	Iteration 18Q: 3 clusters Score -1578911 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -1578925.750000 Penalty: 4742.812988
	Iteration 19Q: 3 clusters Score -1578926 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -1578945.250000 Penalty: 4742.812988
	Iteration 20F: 3 clusters Score -1578945 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -1578953.625000 Penalty: 4742.812988
	Iteration 21Q: 3 clusters Score -1578954 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -1578961.750000 Penalty: 4742.812988
	Iteration 22Q: 3 clusters Score -1578962 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -1578963.250000 Penalty: 4742.812988
	Iteration 23Q: 3 clusters Score -1578963 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -1578964.875000 Penalty: 4742.812988
	Iteration 24Q: 3 clusters Score -1578965 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -1578972.500000 Penalty: 4742.812988
	Iteration 25Q: 3 clusters Score -1578972 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -1578977.750000 Penalty: 4742.812988
	Iteration 26Q: 3 clusters Score -1578978 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -1578977.750000 Penalty: 4742.812988
	Iteration 27Q: 3 clusters Score -1578978 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -1578977.625000 Penalty: 4742.812988
	Iteration 28Q: 3 clusters Score -1578978 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -1578980.875000 Penalty: 4742.812988
	Iteration 29Q: 3 clusters Score -1578981 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -1578988.500000 Penalty: 4742.812988
	Iteration 30Q: 3 clusters Score -1578988 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -1578991.250000 Penalty: 4742.812988
	Iteration 31Q: 3 clusters Score -1578991 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -1579000.000000 Penalty: 4742.812988
	Iteration 32Q: 3 clusters Score -1579000 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -1579002.750000 Penalty: 4742.812988
	Iteration 33Q: 3 clusters Score -1579003 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -1579000.875000 Penalty: 4742.812988
	Iteration 34Q: 3 clusters Score -1579001 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -1579004.500000 Penalty: 4742.812988
	Iteration 35Q: 3 clusters Score -1579004 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -1579010.500000 Penalty: 4742.812988
	Iteration 36Q: 3 clusters Score -1579010 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -1579016.875000 Penalty: 4742.812988
	Iteration 37Q: 3 clusters Score -1579017 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -1579017.750000 Penalty: 4742.812988
	Iteration 38Q: 3 clusters Score -1579018 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -1579019.875000 Penalty: 4742.812988
	Iteration 39Q: 3 clusters Score -1579020 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -1579022.375000 Penalty: 4742.812988
	Iteration 40F: 3 clusters Score -1579022 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -1579022.375000 Penalty: 4742.812988
	Iteration 41Q: 3 clusters Score -1579022 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -1579022.500000 Penalty: 4742.812988
	Iteration 42Q: 3 clusters Score -1579022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -1579022.500000 Penalty: 4742.812988
	Iteration 43Q: 3 clusters Score -1579022 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -1579022.125000 Penalty: 4742.812988
	Iteration 44Q: 3 clusters Score -1579022 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -1579022.125000 Penalty: 4742.812988
	Iteration 45F: 3 clusters Score -1579022 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 15471 members 
Mstep: Class 3 contains 27347 members 
Mstep: Class 4 contains 38685 members 
Mstep: Class 5 contains 22127 members 
Mstep: Class 6 contains 8180 members 
Mstep: Class 7 contains 2549 members 
Mstep: Class 8 contains 46114 members 
Mstep: Class 9 contains 30685 members 
Mstep: Class 10 contains 12782 members 
Mstep: Class 11 contains 4419 members 
Mstep: Class 12 contains 225577 members 
Mstep: Class 13 contains 10710 members 
Mstep: Class 14 contains 6263 members 
Mstep: Class 15 contains 25016 members 
Mstep: Class 16 contains 8518 members 
Mstep: Class 17 contains 12333 members 
Mstep: Class 18 contains 10331 members 
Mstep: Class 19 contains 171290 members 
Mstep: Class 20 contains 42607 members 
Mstep: Class 21 contains 14001 members 
Mstep: Class 22 contains 242 members 
Mstep: Class 23 contains 10879 members 
Mstep: Class 24 contains 4160 members 
Mstep: Class 25 contains 6060 members 
Mstep: Class 26 contains 60651 members 
Mstep: Class 27 contains 9594 members 
Mstep: Class 28 contains 6381 members 
Mstep: Class 29 contains 5203 members 
Mstep: Class 30 contains 8715 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 2688 members 
Mstep: Class 33 contains 2060 members 
Mstep: Class 34 contains 9008 members 
Mstep: Class 35 contains 201740 members 
Mstep: Class 36 contains 2744 members 
Mstep: Class 37 contains 3702 members 
Mstep: Class 38 contains 3087 members 
Mstep: Class 39 contains 520 members 
Mstep: Class 40 contains 8012 members 
Mstep: Class 41 contains 27797 members 
Mstep: Class 42 contains 5225 members 
Mstep: Class 43 contains 12662 members 
Mstep: Class 44 contains 1580 members 
Mstep: Class 45 contains 3723 members 
Mstep: Class 46 contains 1993 members 
Mstep: Class 47 contains 4376 members 
Mstep: Class 48 contains 394 members 
Mstep: Class 49 contains 3325 members 
Mstep: Class 50 contains 947 members 
Mstep: Class 51 contains 1701 members 
Mstep: Class 52 contains 33826 members 
Mstep: Class 53 contains 682 members 
Mstep: Class 54 contains 6204 members 
Entering Unmasked Estep 
Score: -147493056.000000 Penalty: 187327.187500
Splitting cluster 40 changes total score from -147454880.000000 to -147493056.000000
So it's getting split into cluster 54.
Entering ConstructFrom: 
Trying to split cluster 41 (27797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27797 members 
Entering Unmasked Estep 
Score: -3534990.250000 Penalty: 2537.705322
	Iteration 0F: 2 clusters Score -3534990 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13893 members 
Mstep: Class 2 contains 13904 members 
Entering Unmasked Estep 
Score: -3515939.750000 Penalty: 5075.410645
	Iteration 0F: 3 clusters Score -3515940 nChanged 12378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13845 members 
Mstep: Class 2 contains 13952 members 
Entering Unmasked Estep 
Score: -3522584.750000 Penalty: 5075.410645
	Iteration 1F: 3 clusters Score -3522585 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13786 members 
Mstep: Class 2 contains 14011 members 
Entering Unmasked Estep 
Score: -3523115.500000 Penalty: 5075.410645
	Iteration 2Q: 3 clusters Score -3523116 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13766 members 
Mstep: Class 2 contains 14031 members 
Entering Unmasked Estep 
Score: -3523668.250000 Penalty: 5075.410645
	Iteration 3Q: 3 clusters Score -3523668 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13789 members 
Mstep: Class 2 contains 14008 members 
Entering Unmasked Estep 
Score: -3524223.500000 Penalty: 5075.410645
	Iteration 4Q: 3 clusters Score -3524224 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13924 members 
Mstep: Class 2 contains 13873 members 
Entering Unmasked Estep 
Score: -3524895.500000 Penalty: 5075.410645
	Iteration 5Q: 3 clusters Score -3524896 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14205 members 
Mstep: Class 2 contains 13592 members 
Entering Unmasked Estep 
Score: -3525673.250000 Penalty: 5075.410645
	Iteration 6Q: 3 clusters Score -3525673 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14569 members 
Mstep: Class 2 contains 13228 members 
Entering Unmasked Estep 
Score: -3526668.250000 Penalty: 5075.410645
	Iteration 7F: 3 clusters Score -3526668 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14970 members 
Mstep: Class 2 contains 12827 members 
Entering Unmasked Estep 
Score: -3527879.500000 Penalty: 5075.410645
	Iteration 8F: 3 clusters Score -3527880 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15337 members 
Mstep: Class 2 contains 12460 members 
Entering Unmasked Estep 
Score: -3529193.250000 Penalty: 5075.410645
	Iteration 9F: 3 clusters Score -3529193 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15579 members 
Mstep: Class 2 contains 12218 members 
Entering Unmasked Estep 
Score: -3530346.000000 Penalty: 5075.410645
	Iteration 10F: 3 clusters Score -3530346 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15731 members 
Mstep: Class 2 contains 12066 members 
Entering Unmasked Estep 
Score: -3531167.750000 Penalty: 5075.410645
	Iteration 11Q: 3 clusters Score -3531168 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15853 members 
Mstep: Class 2 contains 11944 members 
Entering Unmasked Estep 
Score: -3531728.000000 Penalty: 5075.410645
	Iteration 12Q: 3 clusters Score -3531728 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15989 members 
Mstep: Class 2 contains 11808 members 
Entering Unmasked Estep 
Score: -3532053.250000 Penalty: 5075.410645
	Iteration 13Q: 3 clusters Score -3532053 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16080 members 
Mstep: Class 2 contains 11717 members 
Entering Unmasked Estep 
Score: -3532248.000000 Penalty: 5075.410645
	Iteration 14Q: 3 clusters Score -3532248 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16164 members 
Mstep: Class 2 contains 11633 members 
Entering Unmasked Estep 
Score: -3532370.750000 Penalty: 5075.410645
	Iteration 15Q: 3 clusters Score -3532371 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16230 members 
Mstep: Class 2 contains 11567 members 
Entering Unmasked Estep 
Score: -3532446.500000 Penalty: 5075.410645
	Iteration 16Q: 3 clusters Score -3532446 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16304 members 
Mstep: Class 2 contains 11493 members 
Entering Unmasked Estep 
Score: -3532501.500000 Penalty: 5075.410645
	Iteration 17Q: 3 clusters Score -3532502 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16354 members 
Mstep: Class 2 contains 11443 members 
Entering Unmasked Estep 
Score: -3532538.750000 Penalty: 5075.410645
	Iteration 18Q: 3 clusters Score -3532539 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16391 members 
Mstep: Class 2 contains 11406 members 
Entering Unmasked Estep 
Score: -3532567.250000 Penalty: 5075.410645
	Iteration 19Q: 3 clusters Score -3532567 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16426 members 
Mstep: Class 2 contains 11371 members 
Entering Unmasked Estep 
Score: -3532592.500000 Penalty: 5075.410645
	Iteration 20F: 3 clusters Score -3532592 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16457 members 
Mstep: Class 2 contains 11340 members 
Entering Unmasked Estep 
Score: -3532617.500000 Penalty: 5075.410645
	Iteration 21Q: 3 clusters Score -3532618 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16482 members 
Mstep: Class 2 contains 11315 members 
Entering Unmasked Estep 
Score: -3532634.750000 Penalty: 5075.410645
	Iteration 22Q: 3 clusters Score -3532635 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16524 members 
Mstep: Class 2 contains 11273 members 
Entering Unmasked Estep 
Score: -3532652.500000 Penalty: 5075.410645
	Iteration 23Q: 3 clusters Score -3532652 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16581 members 
Mstep: Class 2 contains 11216 members 
Entering Unmasked Estep 
Score: -3532660.000000 Penalty: 5075.410645
	Iteration 24Q: 3 clusters Score -3532660 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16639 members 
Mstep: Class 2 contains 11158 members 
Entering Unmasked Estep 
Score: -3532673.500000 Penalty: 5075.410645
	Iteration 25Q: 3 clusters Score -3532674 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16691 members 
Mstep: Class 2 contains 11106 members 
Entering Unmasked Estep 
Score: -3532680.250000 Penalty: 5075.410645
	Iteration 26Q: 3 clusters Score -3532680 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16740 members 
Mstep: Class 2 contains 11057 members 
Entering Unmasked Estep 
Score: -3532689.750000 Penalty: 5075.410645
	Iteration 27Q: 3 clusters Score -3532690 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16778 members 
Mstep: Class 2 contains 11019 members 
Entering Unmasked Estep 
Score: -3532695.500000 Penalty: 5075.410645
	Iteration 28Q: 3 clusters Score -3532696 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16822 members 
Mstep: Class 2 contains 10975 members 
Entering Unmasked Estep 
Score: -3532702.750000 Penalty: 5075.410645
	Iteration 29Q: 3 clusters Score -3532703 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16866 members 
Mstep: Class 2 contains 10931 members 
Entering Unmasked Estep 
Score: -3532701.250000 Penalty: 5075.410645
	Iteration 30Q: 3 clusters Score -3532701 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16898 members 
Mstep: Class 2 contains 10899 members 
Entering Unmasked Estep 
Score: -3532704.500000 Penalty: 5075.410645
	Iteration 31Q: 3 clusters Score -3532704 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16934 members 
Mstep: Class 2 contains 10863 members 
Entering Unmasked Estep 
Score: -3532707.750000 Penalty: 5075.410645
	Iteration 32Q: 3 clusters Score -3532708 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16960 members 
Mstep: Class 2 contains 10837 members 
Entering Unmasked Estep 
Score: -3532716.500000 Penalty: 5075.410645
	Iteration 33Q: 3 clusters Score -3532716 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16974 members 
Mstep: Class 2 contains 10823 members 
Entering Unmasked Estep 
Score: -3532721.500000 Penalty: 5075.410645
	Iteration 34Q: 3 clusters Score -3532722 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16987 members 
Mstep: Class 2 contains 10810 members 
Entering Unmasked Estep 
Score: -3532731.250000 Penalty: 5075.410645
	Iteration 35Q: 3 clusters Score -3532731 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16999 members 
Mstep: Class 2 contains 10798 members 
Entering Unmasked Estep 
Score: -3532727.250000 Penalty: 5075.410645
	Iteration 36Q: 3 clusters Score -3532727 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17007 members 
Mstep: Class 2 contains 10790 members 
Entering Unmasked Estep 
Score: -3532726.000000 Penalty: 5075.410645
	Iteration 37Q: 3 clusters Score -3532726 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17014 members 
Mstep: Class 2 contains 10783 members 
Entering Unmasked Estep 
Score: -3532723.500000 Penalty: 5075.410645
	Iteration 38Q: 3 clusters Score -3532724 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17020 members 
Mstep: Class 2 contains 10777 members 
Entering Unmasked Estep 
Score: -3532728.750000 Penalty: 5075.410645
	Iteration 39Q: 3 clusters Score -3532729 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17029 members 
Mstep: Class 2 contains 10768 members 
Entering Unmasked Estep 
Score: -3532726.250000 Penalty: 5075.410645
	Iteration 40F: 3 clusters Score -3532726 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17040 members 
Mstep: Class 2 contains 10757 members 
Entering Unmasked Estep 
Score: -3532722.750000 Penalty: 5075.410645
	Iteration 41Q: 3 clusters Score -3532723 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17051 members 
Mstep: Class 2 contains 10746 members 
Entering Unmasked Estep 
Score: -3532724.500000 Penalty: 5075.410645
	Iteration 42Q: 3 clusters Score -3532724 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17056 members 
Mstep: Class 2 contains 10741 members 
Entering Unmasked Estep 
Score: -3532725.250000 Penalty: 5075.410645
	Iteration 43Q: 3 clusters Score -3532725 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17063 members 
Mstep: Class 2 contains 10734 members 
Entering Unmasked Estep 
Score: -3532734.250000 Penalty: 5075.410645
	Iteration 44Q: 3 clusters Score -3532734 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17071 members 
Mstep: Class 2 contains 10726 members 
Entering Unmasked Estep 
Score: -3532729.500000 Penalty: 5075.410645
	Iteration 45Q: 3 clusters Score -3532730 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17088 members 
Mstep: Class 2 contains 10709 members 
Entering Unmasked Estep 
Score: -3532732.000000 Penalty: 5075.410645
	Iteration 46Q: 3 clusters Score -3532732 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17098 members 
Mstep: Class 2 contains 10699 members 
Entering Unmasked Estep 
Score: -3532724.500000 Penalty: 5075.410645
	Iteration 47Q: 3 clusters Score -3532724 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17112 members 
Mstep: Class 2 contains 10685 members 
Entering Unmasked Estep 
Score: -3532722.000000 Penalty: 5075.410645
	Iteration 48Q: 3 clusters Score -3532722 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17128 members 
Mstep: Class 2 contains 10669 members 
Entering Unmasked Estep 
Score: -3532721.750000 Penalty: 5075.410645
	Iteration 49Q: 3 clusters Score -3532722 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17144 members 
Mstep: Class 2 contains 10653 members 
Entering Unmasked Estep 
Score: -3532724.250000 Penalty: 5075.410645
	Iteration 50Q: 3 clusters Score -3532724 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17154 members 
Mstep: Class 2 contains 10643 members 
Entering Unmasked Estep 
Score: -3532729.500000 Penalty: 5075.410645
	Iteration 51Q: 3 clusters Score -3532730 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17166 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -3532730.250000 Penalty: 5075.410645
	Iteration 52Q: 3 clusters Score -3532730 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17176 members 
Mstep: Class 2 contains 10621 members 
Entering Unmasked Estep 
Score: -3532739.250000 Penalty: 5075.410645
	Iteration 53Q: 3 clusters Score -3532739 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17182 members 
Mstep: Class 2 contains 10615 members 
Entering Unmasked Estep 
Score: -3532740.500000 Penalty: 5075.410645
	Iteration 54Q: 3 clusters Score -3532740 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17191 members 
Mstep: Class 2 contains 10606 members 
Entering Unmasked Estep 
Score: -3532735.750000 Penalty: 5075.410645
	Iteration 55Q: 3 clusters Score -3532736 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17195 members 
Mstep: Class 2 contains 10602 members 
Entering Unmasked Estep 
Score: -3532735.000000 Penalty: 5075.410645
	Iteration 56Q: 3 clusters Score -3532735 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17199 members 
Mstep: Class 2 contains 10598 members 
Entering Unmasked Estep 
Score: -3532734.250000 Penalty: 5075.410645
	Iteration 57Q: 3 clusters Score -3532734 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17206 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -3532733.500000 Penalty: 5075.410645
	Iteration 58Q: 3 clusters Score -3532734 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17213 members 
Mstep: Class 2 contains 10584 members 
Entering Unmasked Estep 
Score: -3532731.500000 Penalty: 5075.410645
	Iteration 59Q: 3 clusters Score -3532732 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17216 members 
Mstep: Class 2 contains 10581 members 
Entering Unmasked Estep 
Score: -3532734.500000 Penalty: 5075.410645
	Iteration 60F: 3 clusters Score -3532734 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17222 members 
Mstep: Class 2 contains 10575 members 
Entering Unmasked Estep 
Score: -3532729.250000 Penalty: 5075.410645
	Iteration 61Q: 3 clusters Score -3532729 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17226 members 
Mstep: Class 2 contains 10571 members 
Entering Unmasked Estep 
Score: -3532732.500000 Penalty: 5075.410645
	Iteration 62Q: 3 clusters Score -3532732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17228 members 
Mstep: Class 2 contains 10569 members 
Entering Unmasked Estep 
Score: -3532727.250000 Penalty: 5075.410645
	Iteration 63Q: 3 clusters Score -3532727 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17227 members 
Mstep: Class 2 contains 10570 members 
Entering Unmasked Estep 
Score: -3532728.750000 Penalty: 5075.410645
	Iteration 64Q: 3 clusters Score -3532729 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17227 members 
Mstep: Class 2 contains 10570 members 
Entering Unmasked Estep 
Score: -3532728.750000 Penalty: 5075.410645
	Iteration 65F: 3 clusters Score -3532729 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (5225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Entering Unmasked Estep 
Score: -652694.812500 Penalty: 2123.179932
	Iteration 0F: 2 clusters Score -652694.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -648021.875000 Penalty: 4246.359863
	Iteration 0F: 3 clusters Score -648021.9 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -649149.875000 Penalty: 4246.359863
	Iteration 1F: 3 clusters Score -649149.9 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -649379.625000 Penalty: 4246.359863
	Iteration 2F: 3 clusters Score -649379.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -649495.687500 Penalty: 4246.359863
	Iteration 3Q: 3 clusters Score -649495.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -649570.062500 Penalty: 4246.359863
	Iteration 4Q: 3 clusters Score -649570.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -649631.312500 Penalty: 4246.359863
	Iteration 5Q: 3 clusters Score -649631.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -649672.375000 Penalty: 4246.359863
	Iteration 6Q: 3 clusters Score -649672.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -649703.000000 Penalty: 4246.359863
	Iteration 7Q: 3 clusters Score -649703 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -649729.500000 Penalty: 4246.359863
	Iteration 8Q: 3 clusters Score -649729.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -649747.187500 Penalty: 4246.359863
	Iteration 9Q: 3 clusters Score -649747.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -649766.562500 Penalty: 4246.359863
	Iteration 10Q: 3 clusters Score -649766.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -649789.250000 Penalty: 4246.359863
	Iteration 11Q: 3 clusters Score -649789.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -649811.187500 Penalty: 4246.359863
	Iteration 12Q: 3 clusters Score -649811.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -649828.187500 Penalty: 4246.359863
	Iteration 13Q: 3 clusters Score -649828.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -649843.062500 Penalty: 4246.359863
	Iteration 14Q: 3 clusters Score -649843.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -649861.750000 Penalty: 4246.359863
	Iteration 15Q: 3 clusters Score -649861.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -649874.812500 Penalty: 4246.359863
	Iteration 16Q: 3 clusters Score -649874.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -649888.312500 Penalty: 4246.359863
	Iteration 17Q: 3 clusters Score -649888.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -649904.937500 Penalty: 4246.359863
	Iteration 18Q: 3 clusters Score -649904.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -649925.937500 Penalty: 4246.359863
	Iteration 19Q: 3 clusters Score -649925.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -649952.687500 Penalty: 4246.359863
	Iteration 20F: 3 clusters Score -649952.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -649976.062500 Penalty: 4246.359863
	Iteration 21Q: 3 clusters Score -649976.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -649999.625000 Penalty: 4246.359863
	Iteration 22Q: 3 clusters Score -649999.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -650024.062500 Penalty: 4246.359863
	Iteration 23Q: 3 clusters Score -650024.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -650049.875000 Penalty: 4246.359863
	Iteration 24Q: 3 clusters Score -650049.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -650074.250000 Penalty: 4246.359863
	Iteration 25Q: 3 clusters Score -650074.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -650095.312500 Penalty: 4246.359863
	Iteration 26Q: 3 clusters Score -650095.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -650112.250000 Penalty: 4246.359863
	Iteration 27Q: 3 clusters Score -650112.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -650130.312500 Penalty: 4246.359863
	Iteration 28Q: 3 clusters Score -650130.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -650152.375000 Penalty: 4246.359863
	Iteration 29Q: 3 clusters Score -650152.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -650171.750000 Penalty: 4246.359863
	Iteration 30Q: 3 clusters Score -650171.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -650196.562500 Penalty: 4246.359863
	Iteration 31Q: 3 clusters Score -650196.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -650217.750000 Penalty: 4246.359863
	Iteration 32Q: 3 clusters Score -650217.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -650242.562500 Penalty: 4246.359863
	Iteration 33Q: 3 clusters Score -650242.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -650267.125000 Penalty: 4246.359863
	Iteration 34Q: 3 clusters Score -650267.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -650292.250000 Penalty: 4246.359863
	Iteration 35Q: 3 clusters Score -650292.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -650316.812500 Penalty: 4246.359863
	Iteration 36Q: 3 clusters Score -650316.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -650337.062500 Penalty: 4246.359863
	Iteration 37Q: 3 clusters Score -650337.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -650361.312500 Penalty: 4246.359863
	Iteration 38Q: 3 clusters Score -650361.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -650379.250000 Penalty: 4246.359863
	Iteration 39Q: 3 clusters Score -650379.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -650402.625000 Penalty: 4246.359863
	Iteration 40F: 3 clusters Score -650402.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -650430.937500 Penalty: 4246.359863
	Iteration 41Q: 3 clusters Score -650430.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -650454.812500 Penalty: 4246.359863
	Iteration 42Q: 3 clusters Score -650454.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -650477.500000 Penalty: 4246.359863
	Iteration 43Q: 3 clusters Score -650477.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -650503.812500 Penalty: 4246.359863
	Iteration 44Q: 3 clusters Score -650503.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -650531.062500 Penalty: 4246.359863
	Iteration 45Q: 3 clusters Score -650531.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -650554.625000 Penalty: 4246.359863
	Iteration 46Q: 3 clusters Score -650554.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -650582.875000 Penalty: 4246.359863
	Iteration 47Q: 3 clusters Score -650582.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -650607.812500 Penalty: 4246.359863
	Iteration 48Q: 3 clusters Score -650607.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -650632.937500 Penalty: 4246.359863
	Iteration 49Q: 3 clusters Score -650632.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -650650.937500 Penalty: 4246.359863
	Iteration 50Q: 3 clusters Score -650650.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -650670.250000 Penalty: 4246.359863
	Iteration 51Q: 3 clusters Score -650670.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -650685.625000 Penalty: 4246.359863
	Iteration 52Q: 3 clusters Score -650685.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -650702.125000 Penalty: 4246.359863
	Iteration 53Q: 3 clusters Score -650702.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -650717.375000 Penalty: 4246.359863
	Iteration 54Q: 3 clusters Score -650717.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -650736.500000 Penalty: 4246.359863
	Iteration 55Q: 3 clusters Score -650736.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -650752.000000 Penalty: 4246.359863
	Iteration 56Q: 3 clusters Score -650752 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -650768.250000 Penalty: 4246.359863
	Iteration 57Q: 3 clusters Score -650768.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -650782.812500 Penalty: 4246.359863
	Iteration 58Q: 3 clusters Score -650782.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -650790.500000 Penalty: 4246.359863
	Iteration 59Q: 3 clusters Score -650790.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -650799.312500 Penalty: 4246.359863
	Iteration 60F: 3 clusters Score -650799.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -650804.812500 Penalty: 4246.359863
	Iteration 61Q: 3 clusters Score -650804.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -650814.500000 Penalty: 4246.359863
	Iteration 62Q: 3 clusters Score -650814.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -650821.625000 Penalty: 4246.359863
	Iteration 63Q: 3 clusters Score -650821.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -650827.437500 Penalty: 4246.359863
	Iteration 64Q: 3 clusters Score -650827.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -650839.125000 Penalty: 4246.359863
	Iteration 65Q: 3 clusters Score -650839.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -650847.625000 Penalty: 4246.359863
	Iteration 66Q: 3 clusters Score -650847.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -650859.125000 Penalty: 4246.359863
	Iteration 67Q: 3 clusters Score -650859.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -650874.437500 Penalty: 4246.359863
	Iteration 68Q: 3 clusters Score -650874.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -650883.625000 Penalty: 4246.359863
	Iteration 69Q: 3 clusters Score -650883.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -650893.437500 Penalty: 4246.359863
	Iteration 70Q: 3 clusters Score -650893.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -650906.500000 Penalty: 4246.359863
	Iteration 71Q: 3 clusters Score -650906.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -650923.750000 Penalty: 4246.359863
	Iteration 72Q: 3 clusters Score -650923.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -650940.562500 Penalty: 4246.359863
	Iteration 73Q: 3 clusters Score -650940.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -650955.000000 Penalty: 4246.359863
	Iteration 74Q: 3 clusters Score -650955 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -650964.187500 Penalty: 4246.359863
	Iteration 75Q: 3 clusters Score -650964.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -650980.375000 Penalty: 4246.359863
	Iteration 76Q: 3 clusters Score -650980.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -651001.250000 Penalty: 4246.359863
	Iteration 77Q: 3 clusters Score -651001.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -651025.062500 Penalty: 4246.359863
	Iteration 78Q: 3 clusters Score -651025.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -651047.562500 Penalty: 4246.359863
	Iteration 79Q: 3 clusters Score -651047.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -651073.937500 Penalty: 4246.359863
	Iteration 80F: 3 clusters Score -651073.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -651099.750000 Penalty: 4246.359863
	Iteration 81Q: 3 clusters Score -651099.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -651136.500000 Penalty: 4246.359863
	Iteration 82Q: 3 clusters Score -651136.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -651161.937500 Penalty: 4246.359863
	Iteration 83Q: 3 clusters Score -651161.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -651173.250000 Penalty: 4246.359863
	Iteration 84Q: 3 clusters Score -651173.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -651187.812500 Penalty: 4246.359863
	Iteration 85Q: 3 clusters Score -651187.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -651202.375000 Penalty: 4246.359863
	Iteration 86Q: 3 clusters Score -651202.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -651212.562500 Penalty: 4246.359863
	Iteration 87Q: 3 clusters Score -651212.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -651218.500000 Penalty: 4246.359863
	Iteration 88Q: 3 clusters Score -651218.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -651225.062500 Penalty: 4246.359863
	Iteration 89Q: 3 clusters Score -651225.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -651230.375000 Penalty: 4246.359863
	Iteration 90Q: 3 clusters Score -651230.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -651236.687500 Penalty: 4246.359863
	Iteration 91Q: 3 clusters Score -651236.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -651240.500000 Penalty: 4246.359863
	Iteration 92Q: 3 clusters Score -651240.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -651243.812500 Penalty: 4246.359863
	Iteration 93Q: 3 clusters Score -651243.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -651245.375000 Penalty: 4246.359863
	Iteration 94Q: 3 clusters Score -651245.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -651248.312500 Penalty: 4246.359863
	Iteration 95Q: 3 clusters Score -651248.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -651250.312500 Penalty: 4246.359863
	Iteration 96Q: 3 clusters Score -651250.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -651250.500000 Penalty: 4246.359863
	Iteration 97Q: 3 clusters Score -651250.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -651252.062500 Penalty: 4246.359863
	Iteration 98Q: 3 clusters Score -651252.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -651253.062500 Penalty: 4246.359863
	Iteration 99Q: 3 clusters Score -651253.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -651253.062500 Penalty: 4246.359863
	Iteration 100F: 3 clusters Score -651253.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (12662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12662 members 
Entering Unmasked Estep 
Score: -1603779.375000 Penalty: 2342.697510
	Iteration 0F: 2 clusters Score -1603779 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -1594456.750000 Penalty: 4685.395020
	Iteration 0F: 3 clusters Score -1594457 nChanged 5325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -1597286.750000 Penalty: 4685.395020
	Iteration 1F: 3 clusters Score -1597287 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -1597680.750000 Penalty: 4685.395020
	Iteration 2F: 3 clusters Score -1597681 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -1598043.625000 Penalty: 4685.395020
	Iteration 3F: 3 clusters Score -1598044 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -1598449.250000 Penalty: 4685.395020
	Iteration 4F: 3 clusters Score -1598449 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -1598860.250000 Penalty: 4685.395020
	Iteration 5Q: 3 clusters Score -1598860 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -1599324.875000 Penalty: 4685.395020
	Iteration 6Q: 3 clusters Score -1599325 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -1599756.125000 Penalty: 4685.395020
	Iteration 7Q: 3 clusters Score -1599756 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -1600094.625000 Penalty: 4685.395020
	Iteration 8Q: 3 clusters Score -1600095 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
Score: -1600404.500000 Penalty: 4685.395020
	Iteration 9Q: 3 clusters Score -1600404 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -1600690.250000 Penalty: 4685.395020
	Iteration 10Q: 3 clusters Score -1600690 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
Score: -1600954.625000 Penalty: 4685.395020
	Iteration 11Q: 3 clusters Score -1600955 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 9297 members 
Entering Unmasked Estep 
Score: -1601239.250000 Penalty: 4685.395020
	Iteration 12Q: 3 clusters Score -1601239 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -1601486.875000 Penalty: 4685.395020
	Iteration 13Q: 3 clusters Score -1601487 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -1601693.500000 Penalty: 4685.395020
	Iteration 14Q: 3 clusters Score -1601694 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -1601832.375000 Penalty: 4685.395020
	Iteration 15Q: 3 clusters Score -1601832 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -1601951.625000 Penalty: 4685.395020
	Iteration 16Q: 3 clusters Score -1601952 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 10021 members 
Entering Unmasked Estep 
Score: -1602054.375000 Penalty: 4685.395020
	Iteration 17Q: 3 clusters Score -1602054 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 10108 members 
Entering Unmasked Estep 
Score: -1602109.000000 Penalty: 4685.395020
	Iteration 18Q: 3 clusters Score -1602109 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 10176 members 
Entering Unmasked Estep 
Score: -1602154.625000 Penalty: 4685.395020
	Iteration 19Q: 3 clusters Score -1602155 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 10228 members 
Entering Unmasked Estep 
Score: -1602185.125000 Penalty: 4685.395020
	Iteration 20F: 3 clusters Score -1602185 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 10270 members 
Entering Unmasked Estep 
Score: -1602206.375000 Penalty: 4685.395020
	Iteration 21Q: 3 clusters Score -1602206 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -1602215.125000 Penalty: 4685.395020
	Iteration 22Q: 3 clusters Score -1602215 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 10339 members 
Entering Unmasked Estep 
Score: -1602233.375000 Penalty: 4685.395020
	Iteration 23Q: 3 clusters Score -1602233 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 10359 members 
Entering Unmasked Estep 
Score: -1602234.500000 Penalty: 4685.395020
	Iteration 24Q: 3 clusters Score -1602234 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 10373 members 
Entering Unmasked Estep 
Score: -1602238.875000 Penalty: 4685.395020
	Iteration 25Q: 3 clusters Score -1602239 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 10384 members 
Entering Unmasked Estep 
Score: -1602240.250000 Penalty: 4685.395020
	Iteration 26Q: 3 clusters Score -1602240 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 10401 members 
Entering Unmasked Estep 
Score: -1602246.000000 Penalty: 4685.395020
	Iteration 27Q: 3 clusters Score -1602246 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 10413 members 
Entering Unmasked Estep 
Score: -1602250.250000 Penalty: 4685.395020
	Iteration 28Q: 3 clusters Score -1602250 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 10426 members 
Entering Unmasked Estep 
Score: -1602254.000000 Penalty: 4685.395020
	Iteration 29Q: 3 clusters Score -1602254 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 10438 members 
Entering Unmasked Estep 
Score: -1602256.750000 Penalty: 4685.395020
	Iteration 30Q: 3 clusters Score -1602257 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 10440 members 
Entering Unmasked Estep 
Score: -1602253.000000 Penalty: 4685.395020
	Iteration 31Q: 3 clusters Score -1602253 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 10443 members 
Entering Unmasked Estep 
Score: -1602258.625000 Penalty: 4685.395020
	Iteration 32Q: 3 clusters Score -1602259 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 10449 members 
Entering Unmasked Estep 
Score: -1602260.125000 Penalty: 4685.395020
	Iteration 33Q: 3 clusters Score -1602260 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 10450 members 
Entering Unmasked Estep 
Score: -1602258.750000 Penalty: 4685.395020
	Iteration 34Q: 3 clusters Score -1602259 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 10451 members 
Entering Unmasked Estep 
Score: -1602257.250000 Penalty: 4685.395020
	Iteration 35Q: 3 clusters Score -1602257 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 10451 members 
Entering Unmasked Estep 
Score: -1602257.250000 Penalty: 4685.395020
	Iteration 36F: 3 clusters Score -1602257 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (1580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Entering Unmasked Estep 
Score: -188381.875000 Penalty: 1826.564697
	Iteration 0F: 2 clusters Score -188381.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -186589.203125 Penalty: 3653.129395
	Iteration 0F: 3 clusters Score -186589.2 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -190115.828125 Penalty: 3653.129395
	Iteration 1F: 3 clusters Score -190115.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -191733.937500 Penalty: 3653.129395
	Iteration 2F: 3 clusters Score -191733.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -192082.531250 Penalty: 3653.129395
	Iteration 3Q: 3 clusters Score -192082.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -192166.296875 Penalty: 3653.129395
	Iteration 4Q: 3 clusters Score -192166.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -192330.140625 Penalty: 3653.129395
	Iteration 5Q: 3 clusters Score -192330.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -192495.390625 Penalty: 3653.129395
	Iteration 6Q: 3 clusters Score -192495.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -192509.203125 Penalty: 3653.129395
	Iteration 7Q: 3 clusters Score -192509.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -192512.890625 Penalty: 3653.129395
	Iteration 8Q: 3 clusters Score -192512.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -192513.687500 Penalty: 3653.129395
	Iteration 9Q: 3 clusters Score -192513.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -192522.203125 Penalty: 3653.129395
	Iteration 10Q: 3 clusters Score -192522.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -192533.937500 Penalty: 3653.129395
	Iteration 11Q: 3 clusters Score -192533.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -192537.515625 Penalty: 3653.129395
	Iteration 12Q: 3 clusters Score -192537.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -192550.921875 Penalty: 3653.129395
	Iteration 13Q: 3 clusters Score -192550.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -192568.656250 Penalty: 3653.129395
	Iteration 14Q: 3 clusters Score -192568.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -192567.828125 Penalty: 3653.129395
	Iteration 15Q: 3 clusters Score -192567.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -192573.000000 Penalty: 3653.129395
	Iteration 16Q: 3 clusters Score -192573 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -192577.593750 Penalty: 3653.129395
	Iteration 17F: 3 clusters Score -192577.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -192593.671875 Penalty: 3653.129395
	Iteration 18Q: 3 clusters Score -192593.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -192599.859375 Penalty: 3653.129395
	Iteration 19Q: 3 clusters Score -192599.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -192599.796875 Penalty: 3653.129395
	Iteration 20F: 3 clusters Score -192599.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -192601.500000 Penalty: 3653.129395
	Iteration 21Q: 3 clusters Score -192601.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -192606.687500 Penalty: 3653.129395
	Iteration 22Q: 3 clusters Score -192606.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -192606.687500 Penalty: 3653.129395
	Iteration 23F: 3 clusters Score -192606.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 15471 members 
Mstep: Class 3 contains 27347 members 
Mstep: Class 4 contains 38685 members 
Mstep: Class 5 contains 22127 members 
Mstep: Class 6 contains 8180 members 
Mstep: Class 7 contains 2549 members 
Mstep: Class 8 contains 46114 members 
Mstep: Class 9 contains 30685 members 
Mstep: Class 10 contains 12782 members 
Mstep: Class 11 contains 4419 members 
Mstep: Class 12 contains 225577 members 
Mstep: Class 13 contains 10710 members 
Mstep: Class 14 contains 6263 members 
Mstep: Class 15 contains 25016 members 
Mstep: Class 16 contains 8518 members 
Mstep: Class 17 contains 12333 members 
Mstep: Class 18 contains 10331 members 
Mstep: Class 19 contains 171290 members 
Mstep: Class 20 contains 42607 members 
Mstep: Class 21 contains 14001 members 
Mstep: Class 22 contains 242 members 
Mstep: Class 23 contains 10879 members 
Mstep: Class 24 contains 4160 members 
Mstep: Class 25 contains 6060 members 
Mstep: Class 26 contains 60651 members 
Mstep: Class 27 contains 9594 members 
Mstep: Class 28 contains 6381 members 
Mstep: Class 29 contains 5203 members 
Mstep: Class 30 contains 8715 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 2688 members 
Mstep: Class 33 contains 2060 members 
Mstep: Class 34 contains 9008 members 
Mstep: Class 35 contains 201740 members 
Mstep: Class 36 contains 2744 members 
Mstep: Class 37 contains 3702 members 
Mstep: Class 38 contains 3087 members 
Mstep: Class 39 contains 520 members 
Mstep: Class 40 contains 8012 members 
Mstep: Class 41 contains 27797 members 
Mstep: Class 42 contains 5225 members 
Mstep: Class 43 contains 12662 members 
Mstep: Class 44 contains 692 members 
Mstep: Class 45 contains 3723 members 
Mstep: Class 46 contains 1993 members 
Mstep: Class 47 contains 4376 members 
Mstep: Class 48 contains 394 members 
Mstep: Class 49 contains 3325 members 
Mstep: Class 50 contains 947 members 
Mstep: Class 51 contains 1701 members 
Mstep: Class 52 contains 33826 members 
Mstep: Class 53 contains 682 members 
Mstep: Class 54 contains 6204 members 
Mstep: Class 55 contains 888 members 
Entering Unmasked Estep 
Score: -147495520.000000 Penalty: 190796.203125
Splitting cluster 44 changes total score from -147454880.000000 to -147495520.000000
So it's getting split into cluster 55.
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 15471 members 
Mstep: Class 3 contains 27347 members 
Mstep: Class 4 contains 38685 members 
Mstep: Class 5 contains 22127 members 
Mstep: Class 6 contains 8180 members 
Mstep: Class 7 contains 2549 members 
Mstep: Class 8 contains 46114 members 
Mstep: Class 9 contains 30685 members 
Mstep: Class 10 contains 12782 members 
Mstep: Class 11 contains 4419 members 
Mstep: Class 12 contains 225577 members 
Mstep: Class 13 contains 10710 members 
Mstep: Class 14 contains 6263 members 
Mstep: Class 15 contains 25016 members 
Mstep: Class 16 contains 8518 members 
Mstep: Class 17 contains 12333 members 
Mstep: Class 18 contains 10331 members 
Mstep: Class 19 contains 171290 members 
Mstep: Class 20 contains 42607 members 
Mstep: Class 21 contains 14001 members 
Mstep: Class 22 contains 242 members 
Mstep: Class 23 contains 10879 members 
Mstep: Class 24 contains 4160 members 
Mstep: Class 25 contains 6060 members 
Mstep: Class 26 contains 60651 members 
Mstep: Class 27 contains 9594 members 
Mstep: Class 28 contains 6381 members 
Mstep: Class 29 contains 5203 members 
Mstep: Class 30 contains 8715 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 2688 members 
Mstep: Class 33 contains 2060 members 
Mstep: Class 34 contains 9008 members 
Mstep: Class 35 contains 201740 members 
Mstep: Class 36 contains 2744 members 
Mstep: Class 37 contains 3702 members 
Mstep: Class 38 contains 3087 members 
Mstep: Class 39 contains 520 members 
Mstep: Class 40 contains 8012 members 
Mstep: Class 41 contains 27797 members 
Mstep: Class 42 contains 5225 members 
Mstep: Class 43 contains 12662 members 
Mstep: Class 44 contains 692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147499840.000000 Penalty: 190796.203125
Iteration 119Q: 56 clusters Score -1.474998e+08 nChanged 7899
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 15469 members 
Mstep: Class 3 contains 27346 members 
Mstep: Class 4 contains 38898 members 
Mstep: Class 5 contains 22109 members 
Mstep: Class 6 contains 8216 members 
Mstep: Class 7 contains 2547 members 
Mstep: Class 8 contains 46643 members 
Mstep: Class 9 contains 30903 members 
Mstep: Class 10 contains 12774 members 
Mstep: Class 11 contains 4434 members 
Mstep: Class 12 contains 226023 members 
Mstep: Class 13 contains 10609 members 
Mstep: Class 14 contains 6107 members 
Mstep: Class 15 contains 25151 members 
Mstep: Class 16 contains 8667 members 
Mstep: Class 17 contains 12415 members 
Mstep: Class 18 contains 10382 members 
Mstep: Class 19 contains 170346 members 
Mstep: Class 20 contains 42484 members 
Mstep: Class 21 contains 13974 members 
Mstep: Class 22 contains 243 members 
Mstep: Class 23 contains 10844 members 
Mstep: Class 24 contains 4155 members 
Mstep: Class 25 contains 6139 members 
Mstep: Class 26 contains 60689 members 
Mstep: Class 27 contains 9608 members 
Mstep: Class 28 contains 6550 members 
Mstep: Class 29 contains 5211 members 
Mstep: Class 30 contains 8719 members 
Mstep: Class 31 contains 700 members 
Mstep: Class 32 contains 2731 members 
Mstep: Class 33 contains 2017 members 
Mstep: Class 34 contains 8976 members 
Mstep: Class 35 contains 201901 members 
Mstep: Class 36 contains 2754 members 
Mstep: Class 37 contains 3943 members 
Mstep: Class 38 contains 3078 members 
Mstep: Class 39 contains 520 members 
Mstep: Class 40 contains 8442 members 
Mstep: Class 41 contains 27649 members 
Mstep: Class 42 contains 5230 members 
Mstep: Class 43 contains 12654 members 
Mstep: Class 44 contains 716 members 
Mstep: Class 45 contains 3635 members 
Mstep: Class 46 contains 1986 members 
Mstep: Class 47 contains 4257 members 
Mstep: Class 48 contains 392 members 
Mstep: Class 49 contains 3406 members 
Mstep: Class 50 contains 914 members 
Mstep: Class 51 contains 1658 members 
Mstep: Class 52 contains 32872 members 
Mstep: Class 53 contains 695 members 
Mstep: Class 54 contains 5807 members 
Mstep: Class 55 contains 868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147504480.000000 Penalty: 190796.203125
Iteration 120F: 56 clusters Score -1.475045e+08 nChanged 7570
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 15468 members 
Mstep: Class 3 contains 27343 members 
Mstep: Class 4 contains 38677 members 
Mstep: Class 5 contains 22080 members 
Mstep: Class 6 contains 8174 members 
Mstep: Class 7 contains 2542 members 
Mstep: Class 8 contains 46850 members 
Mstep: Class 9 contains 30746 members 
Mstep: Class 10 contains 12760 members 
Mstep: Class 11 contains 4393 members 
Mstep: Class 12 contains 226096 members 
Mstep: Class 13 contains 10506 members 
Mstep: Class 14 contains 5980 members 
Mstep: Class 15 contains 25190 members 
Mstep: Class 16 contains 8704 members 
Mstep: Class 17 contains 12125 members 
Mstep: Class 18 contains 10385 members 
Mstep: Class 19 contains 169090 members 
Mstep: Class 20 contains 42356 members 
Mstep: Class 21 contains 13720 members 
Mstep: Class 22 contains 249 members 
Mstep: Class 23 contains 10818 members 
Mstep: Class 24 contains 4153 members 
Mstep: Class 25 contains 6039 members 
Mstep: Class 26 contains 60657 members 
Mstep: Class 27 contains 9591 members 
Mstep: Class 28 contains 6592 members 
Mstep: Class 29 contains 5207 members 
Mstep: Class 30 contains 8718 members 
Mstep: Class 31 contains 701 members 
Mstep: Class 32 contains 2730 members 
Mstep: Class 33 contains 1988 members 
Mstep: Class 34 contains 8938 members 
Mstep: Class 35 contains 201665 members 
Mstep: Class 36 contains 2765 members 
Mstep: Class 37 contains 4059 members 
Mstep: Class 38 contains 3047 members 
Mstep: Class 39 contains 541 members 
Mstep: Class 40 contains 8750 members 
Mstep: Class 41 contains 27567 members 
Mstep: Class 42 contains 5193 members 
Mstep: Class 43 contains 12653 members 
Mstep: Class 44 contains 729 members 
Mstep: Class 45 contains 3684 members 
Mstep: Class 46 contains 1990 members 
Mstep: Class 47 contains 5621 members 
Mstep: Class 48 contains 397 members 
Mstep: Class 49 contains 3537 members 
Mstep: Class 50 contains 938 members 
Mstep: Class 51 contains 1657 members 
Mstep: Class 52 contains 33394 members 
Mstep: Class 53 contains 741 members 
Mstep: Class 54 contains 6055 members 
Mstep: Class 55 contains 868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147507024.000000 Penalty: 190796.203125
Iteration 121Q: 56 clusters Score -1.47507e+08 nChanged 5160
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 15451 members 
Mstep: Class 3 contains 27328 members 
Mstep: Class 4 contains 38349 members 
Mstep: Class 5 contains 22054 members 
Mstep: Class 6 contains 8162 members 
Mstep: Class 7 contains 2536 members 
Mstep: Class 8 contains 47064 members 
Mstep: Class 9 contains 30611 members 
Mstep: Class 10 contains 12740 members 
Mstep: Class 11 contains 4378 members 
Mstep: Class 12 contains 226152 members 
Mstep: Class 13 contains 10447 members 
Mstep: Class 14 contains 5911 members 
Mstep: Class 15 contains 25212 members 
Mstep: Class 16 contains 8770 members 
Mstep: Class 17 contains 11887 members 
Mstep: Class 18 contains 10389 members 
Mstep: Class 19 contains 168230 members 
Mstep: Class 20 contains 42255 members 
Mstep: Class 21 contains 13581 members 
Mstep: Class 22 contains 256 members 
Mstep: Class 23 contains 10802 members 
Mstep: Class 24 contains 4151 members 
Mstep: Class 25 contains 6033 members 
Mstep: Class 26 contains 60636 members 
Mstep: Class 27 contains 9581 members 
Mstep: Class 28 contains 6629 members 
Mstep: Class 29 contains 5207 members 
Mstep: Class 30 contains 8717 members 
Mstep: Class 31 contains 701 members 
Mstep: Class 32 contains 2714 members 
Mstep: Class 33 contains 1961 members 
Mstep: Class 34 contains 8924 members 
Mstep: Class 35 contains 201390 members 
Mstep: Class 36 contains 2773 members 
Mstep: Class 37 contains 4156 members 
Mstep: Class 38 contains 3038 members 
Mstep: Class 39 contains 540 members 
Mstep: Class 40 contains 8936 members 
Mstep: Class 41 contains 27536 members 
Mstep: Class 42 contains 5171 members 
Mstep: Class 43 contains 12652 members 
Mstep: Class 44 contains 736 members 
Mstep: Class 45 contains 3703 members 
Mstep: Class 46 contains 1991 members 
Mstep: Class 47 contains 6754 members 
Mstep: Class 48 contains 401 members 
Mstep: Class 49 contains 3626 members 
Mstep: Class 50 contains 957 members 
Mstep: Class 51 contains 1654 members 
Mstep: Class 52 contains 33760 members 
Mstep: Class 53 contains 743 members 
Mstep: Class 54 contains 6166 members 
Mstep: Class 55 contains 865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147509088.000000 Penalty: 190796.203125
Iteration 122Q: 56 clusters Score -1.475091e+08 nChanged 4282
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 15437 members 
Mstep: Class 3 contains 27332 members 
Mstep: Class 4 contains 38023 members 
Mstep: Class 5 contains 22019 members 
Mstep: Class 6 contains 8178 members 
Mstep: Class 7 contains 2528 members 
Mstep: Class 8 contains 47225 members 
Mstep: Class 9 contains 30513 members 
Mstep: Class 10 contains 12714 members 
Mstep: Class 11 contains 4376 members 
Mstep: Class 12 contains 226137 members 
Mstep: Class 13 contains 10417 members 
Mstep: Class 14 contains 5851 members 
Mstep: Class 15 contains 25252 members 
Mstep: Class 16 contains 8825 members 
Mstep: Class 17 contains 11698 members 
Mstep: Class 18 contains 10383 members 
Mstep: Class 19 contains 167571 members 
Mstep: Class 20 contains 42194 members 
Mstep: Class 21 contains 13471 members 
Mstep: Class 22 contains 259 members 
Mstep: Class 23 contains 10784 members 
Mstep: Class 24 contains 4150 members 
Mstep: Class 25 contains 6025 members 
Mstep: Class 26 contains 60602 members 
Mstep: Class 27 contains 9573 members 
Mstep: Class 28 contains 6650 members 
Mstep: Class 29 contains 5204 members 
Mstep: Class 30 contains 8709 members 
Mstep: Class 31 contains 702 members 
Mstep: Class 32 contains 2691 members 
Mstep: Class 33 contains 1941 members 
Mstep: Class 34 contains 8924 members 
Mstep: Class 35 contains 201094 members 
Mstep: Class 36 contains 2777 members 
Mstep: Class 37 contains 4228 members 
Mstep: Class 38 contains 3031 members 
Mstep: Class 39 contains 543 members 
Mstep: Class 40 contains 9080 members 
Mstep: Class 41 contains 27506 members 
Mstep: Class 42 contains 5150 members 
Mstep: Class 43 contains 12644 members 
Mstep: Class 44 contains 730 members 
Mstep: Class 45 contains 3725 members 
Mstep: Class 46 contains 1993 members 
Mstep: Class 47 contains 7795 members 
Mstep: Class 48 contains 402 members 
Mstep: Class 49 contains 3694 members 
Mstep: Class 50 contains 966 members 
Mstep: Class 51 contains 1649 members 
Mstep: Class 52 contains 34075 members 
Mstep: Class 53 contains 742 members 
Mstep: Class 54 contains 6271 members 
Mstep: Class 55 contains 868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147510320.000000 Penalty: 190796.203125
Iteration 123Q: 56 clusters Score -1.475103e+08 nChanged 3629
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 15438 members 
Mstep: Class 3 contains 27325 members 
Mstep: Class 4 contains 37746 members 
Mstep: Class 5 contains 21975 members 
Mstep: Class 6 contains 8193 members 
Mstep: Class 7 contains 2520 members 
Mstep: Class 8 contains 47332 members 
Mstep: Class 9 contains 30438 members 
Mstep: Class 10 contains 12681 members 
Mstep: Class 11 contains 4377 members 
Mstep: Class 12 contains 226106 members 
Mstep: Class 13 contains 10373 members 
Mstep: Class 14 contains 5793 members 
Mstep: Class 15 contains 25320 members 
Mstep: Class 16 contains 8879 members 
Mstep: Class 17 contains 11522 members 
Mstep: Class 18 contains 10393 members 
Mstep: Class 19 contains 167053 members 
Mstep: Class 20 contains 42148 members 
Mstep: Class 21 contains 13379 members 
Mstep: Class 22 contains 260 members 
Mstep: Class 23 contains 10766 members 
Mstep: Class 24 contains 4150 members 
Mstep: Class 25 contains 6032 members 
Mstep: Class 26 contains 60582 members 
Mstep: Class 27 contains 9571 members 
Mstep: Class 28 contains 6664 members 
Mstep: Class 29 contains 5204 members 
Mstep: Class 30 contains 8706 members 
Mstep: Class 31 contains 702 members 
Mstep: Class 32 contains 2676 members 
Mstep: Class 33 contains 1929 members 
Mstep: Class 34 contains 8918 members 
Mstep: Class 35 contains 200783 members 
Mstep: Class 36 contains 2781 members 
Mstep: Class 37 contains 4288 members 
Mstep: Class 38 contains 3027 members 
Mstep: Class 39 contains 545 members 
Mstep: Class 40 contains 9194 members 
Mstep: Class 41 contains 27488 members 
Mstep: Class 42 contains 5134 members 
Mstep: Class 43 contains 12648 members 
Mstep: Class 44 contains 728 members 
Mstep: Class 45 contains 3742 members 
Mstep: Class 46 contains 1993 members 
Mstep: Class 47 contains 8684 members 
Mstep: Class 48 contains 404 members 
Mstep: Class 49 contains 3757 members 
Mstep: Class 50 contains 965 members 
Mstep: Class 51 contains 1649 members 
Mstep: Class 52 contains 34361 members 
Mstep: Class 53 contains 740 members 
Mstep: Class 54 contains 6348 members 
Mstep: Class 55 contains 868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147510720.000000 Penalty: 190796.203125
Iteration 124Q: 56 clusters Score -1.475107e+08 nChanged 3189
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 15434 members 
Mstep: Class 3 contains 27323 members 
Mstep: Class 4 contains 37450 members 
Mstep: Class 5 contains 21952 members 
Mstep: Class 6 contains 8217 members 
Mstep: Class 7 contains 2516 members 
Mstep: Class 8 contains 47477 members 
Mstep: Class 9 contains 30395 members 
Mstep: Class 10 contains 12648 members 
Mstep: Class 11 contains 4374 members 
Mstep: Class 12 contains 226100 members 
Mstep: Class 13 contains 10298 members 
Mstep: Class 14 contains 5744 members 
Mstep: Class 15 contains 25412 members 
Mstep: Class 16 contains 8925 members 
Mstep: Class 17 contains 11377 members 
Mstep: Class 18 contains 10398 members 
Mstep: Class 19 contains 166631 members 
Mstep: Class 20 contains 42097 members 
Mstep: Class 21 contains 13294 members 
Mstep: Class 22 contains 259 members 
Mstep: Class 23 contains 10759 members 
Mstep: Class 24 contains 4149 members 
Mstep: Class 25 contains 6038 members 
Mstep: Class 26 contains 60573 members 
Mstep: Class 27 contains 9557 members 
Mstep: Class 28 contains 6690 members 
Mstep: Class 29 contains 5199 members 
Mstep: Class 30 contains 8709 members 
Mstep: Class 31 contains 701 members 
Mstep: Class 32 contains 2653 members 
Mstep: Class 33 contains 1915 members 
Mstep: Class 34 contains 8910 members 
Mstep: Class 35 contains 200494 members 
Mstep: Class 36 contains 2788 members 
Mstep: Class 37 contains 4347 members 
Mstep: Class 38 contains 3025 members 
Mstep: Class 39 contains 547 members 
Mstep: Class 40 contains 9295 members 
Mstep: Class 41 contains 27471 members 
Mstep: Class 42 contains 5128 members 
Mstep: Class 43 contains 12645 members 
Mstep: Class 44 contains 726 members 
Mstep: Class 45 contains 3745 members 
Mstep: Class 46 contains 1994 members 
Mstep: Class 47 contains 9385 members 
Mstep: Class 48 contains 406 members 
Mstep: Class 49 contains 3807 members 
Mstep: Class 50 contains 965 members 
Mstep: Class 51 contains 1652 members 
Mstep: Class 52 contains 34626 members 
Mstep: Class 53 contains 739 members 
Mstep: Class 54 contains 6417 members 
Mstep: Class 55 contains 866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147511616.000000 Penalty: 190796.203125
Iteration 125Q: 56 clusters Score -1.475116e+08 nChanged 2885
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 15428 members 
Mstep: Class 3 contains 27321 members 
Mstep: Class 4 contains 37207 members 
Mstep: Class 5 contains 21905 members 
Mstep: Class 6 contains 8233 members 
Mstep: Class 7 contains 2508 members 
Mstep: Class 8 contains 47624 members 
Mstep: Class 9 contains 30355 members 
Mstep: Class 10 contains 12620 members 
Mstep: Class 11 contains 4376 members 
Mstep: Class 12 contains 226099 members 
Mstep: Class 13 contains 10218 members 
Mstep: Class 14 contains 5693 members 
Mstep: Class 15 contains 25499 members 
Mstep: Class 16 contains 8976 members 
Mstep: Class 17 contains 11281 members 
Mstep: Class 18 contains 10393 members 
Mstep: Class 19 contains 166281 members 
Mstep: Class 20 contains 42067 members 
Mstep: Class 21 contains 13253 members 
Mstep: Class 22 contains 262 members 
Mstep: Class 23 contains 10751 members 
Mstep: Class 24 contains 4149 members 
Mstep: Class 25 contains 6052 members 
Mstep: Class 26 contains 60550 members 
Mstep: Class 27 contains 9550 members 
Mstep: Class 28 contains 6703 members 
Mstep: Class 29 contains 5200 members 
Mstep: Class 30 contains 8696 members 
Mstep: Class 31 contains 701 members 
Mstep: Class 32 contains 2613 members 
Mstep: Class 33 contains 1898 members 
Mstep: Class 34 contains 8912 members 
Mstep: Class 35 contains 200239 members 
Mstep: Class 36 contains 2801 members 
Mstep: Class 37 contains 4396 members 
Mstep: Class 38 contains 3031 members 
Mstep: Class 39 contains 548 members 
Mstep: Class 40 contains 9394 members 
Mstep: Class 41 contains 27456 members 
Mstep: Class 42 contains 5116 members 
Mstep: Class 43 contains 12635 members 
Mstep: Class 44 contains 723 members 
Mstep: Class 45 contains 3749 members 
Mstep: Class 46 contains 1995 members 
Mstep: Class 47 contains 9956 members 
Mstep: Class 48 contains 409 members 
Mstep: Class 49 contains 3850 members 
Mstep: Class 50 contains 965 members 
Mstep: Class 51 contains 1673 members 
Mstep: Class 52 contains 34821 members 
Mstep: Class 53 contains 738 members 
Mstep: Class 54 contains 6463 members 
Mstep: Class 55 contains 865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147512544.000000 Penalty: 190796.203125
Iteration 126Q: 56 clusters Score -1.475125e+08 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 15417 members 
Mstep: Class 3 contains 27314 members 
Mstep: Class 4 contains 36982 members 
Mstep: Class 5 contains 21866 members 
Mstep: Class 6 contains 8230 members 
Mstep: Class 7 contains 2500 members 
Mstep: Class 8 contains 47751 members 
Mstep: Class 9 contains 30317 members 
Mstep: Class 10 contains 12600 members 
Mstep: Class 11 contains 4373 members 
Mstep: Class 12 contains 226083 members 
Mstep: Class 13 contains 10141 members 
Mstep: Class 14 contains 5649 members 
Mstep: Class 15 contains 25593 members 
Mstep: Class 16 contains 9031 members 
Mstep: Class 17 contains 11198 members 
Mstep: Class 18 contains 10394 members 
Mstep: Class 19 contains 165989 members 
Mstep: Class 20 contains 42028 members 
Mstep: Class 21 contains 13230 members 
Mstep: Class 22 contains 264 members 
Mstep: Class 23 contains 10748 members 
Mstep: Class 24 contains 4149 members 
Mstep: Class 25 contains 6079 members 
Mstep: Class 26 contains 60538 members 
Mstep: Class 27 contains 9548 members 
Mstep: Class 28 contains 6714 members 
Mstep: Class 29 contains 5199 members 
Mstep: Class 30 contains 8696 members 
Mstep: Class 31 contains 701 members 
Mstep: Class 32 contains 2590 members 
Mstep: Class 33 contains 1872 members 
Mstep: Class 34 contains 8919 members 
Mstep: Class 35 contains 199993 members 
Mstep: Class 36 contains 2813 members 
Mstep: Class 37 contains 4434 members 
Mstep: Class 38 contains 3035 members 
Mstep: Class 39 contains 548 members 
Mstep: Class 40 contains 9467 members 
Mstep: Class 41 contains 27441 members 
Mstep: Class 42 contains 5109 members 
Mstep: Class 43 contains 12631 members 
Mstep: Class 44 contains 723 members 
Mstep: Class 45 contains 3752 members 
Mstep: Class 46 contains 1997 members 
Mstep: Class 47 contains 10438 members 
Mstep: Class 48 contains 411 members 
Mstep: Class 49 contains 3885 members 
Mstep: Class 50 contains 967 members 
Mstep: Class 51 contains 1690 members 
Mstep: Class 52 contains 35001 members 
Mstep: Class 53 contains 739 members 
Mstep: Class 54 contains 6507 members 
Mstep: Class 55 contains 866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147513456.000000 Penalty: 190796.203125
Iteration 127Q: 56 clusters Score -1.475135e+08 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 15408 members 
Mstep: Class 3 contains 27310 members 
Mstep: Class 4 contains 36797 members 
Mstep: Class 5 contains 21830 members 
Mstep: Class 6 contains 8240 members 
Mstep: Class 7 contains 2489 members 
Mstep: Class 8 contains 47821 members 
Mstep: Class 9 contains 30272 members 
Mstep: Class 10 contains 12579 members 
Mstep: Class 11 contains 4373 members 
Mstep: Class 12 contains 226066 members 
Mstep: Class 13 contains 10060 members 
Mstep: Class 14 contains 5605 members 
Mstep: Class 15 contains 25694 members 
Mstep: Class 16 contains 9082 members 
Mstep: Class 17 contains 11122 members 
Mstep: Class 18 contains 10396 members 
Mstep: Class 19 contains 165747 members 
Mstep: Class 20 contains 42007 members 
Mstep: Class 21 contains 13216 members 
Mstep: Class 22 contains 265 members 
Mstep: Class 23 contains 10747 members 
Mstep: Class 24 contains 4149 members 
Mstep: Class 25 contains 6108 members 
Mstep: Class 26 contains 60526 members 
Mstep: Class 27 contains 9553 members 
Mstep: Class 28 contains 6724 members 
Mstep: Class 29 contains 5203 members 
Mstep: Class 30 contains 8687 members 
Mstep: Class 31 contains 701 members 
Mstep: Class 32 contains 2560 members 
Mstep: Class 33 contains 1842 members 
Mstep: Class 34 contains 8923 members 
Mstep: Class 35 contains 199762 members 
Mstep: Class 36 contains 2826 members 
Mstep: Class 37 contains 4460 members 
Mstep: Class 38 contains 3038 members 
Mstep: Class 39 contains 549 members 
Mstep: Class 40 contains 9543 members 
Mstep: Class 41 contains 27427 members 
Mstep: Class 42 contains 5099 members 
Mstep: Class 43 contains 12626 members 
Mstep: Class 44 contains 725 members 
Mstep: Class 45 contains 3756 members 
Mstep: Class 46 contains 2000 members 
Mstep: Class 47 contains 10866 members 
Mstep: Class 48 contains 413 members 
Mstep: Class 49 contains 3920 members 
Mstep: Class 50 contains 967 members 
Mstep: Class 51 contains 1702 members 
Mstep: Class 52 contains 35179 members 
Mstep: Class 53 contains 739 members 
Mstep: Class 54 contains 6538 members 
Mstep: Class 55 contains 866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147513616.000000 Penalty: 190796.203125
Iteration 128Q: 56 clusters Score -1.475136e+08 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 15401 members 
Mstep: Class 3 contains 27312 members 
Mstep: Class 4 contains 36666 members 
Mstep: Class 5 contains 21798 members 
Mstep: Class 6 contains 8251 members 
Mstep: Class 7 contains 2486 members 
Mstep: Class 8 contains 47879 members 
Mstep: Class 9 contains 30239 members 
Mstep: Class 10 contains 12557 members 
Mstep: Class 11 contains 4370 members 
Mstep: Class 12 contains 226060 members 
Mstep: Class 13 contains 9975 members 
Mstep: Class 14 contains 5569 members 
Mstep: Class 15 contains 25789 members 
Mstep: Class 16 contains 9127 members 
Mstep: Class 17 contains 11064 members 
Mstep: Class 18 contains 10391 members 
Mstep: Class 19 contains 165526 members 
Mstep: Class 20 contains 41975 members 
Mstep: Class 21 contains 13218 members 
Mstep: Class 22 contains 261 members 
Mstep: Class 23 contains 10741 members 
Mstep: Class 24 contains 4149 members 
Mstep: Class 25 contains 6132 members 
Mstep: Class 26 contains 60528 members 
Mstep: Class 27 contains 9561 members 
Mstep: Class 28 contains 6737 members 
Mstep: Class 29 contains 5210 members 
Mstep: Class 30 contains 8682 members 
Mstep: Class 31 contains 701 members 
Mstep: Class 32 contains 2542 members 
Mstep: Class 33 contains 1825 members 
Mstep: Class 34 contains 8921 members 
Mstep: Class 35 contains 199528 members 
Mstep: Class 36 contains 2831 members 
Mstep: Class 37 contains 4479 members 
Mstep: Class 38 contains 3041 members 
Mstep: Class 39 contains 549 members 
Mstep: Class 40 contains 9617 members 
Mstep: Class 41 contains 27425 members 
Mstep: Class 42 contains 5087 members 
Mstep: Class 43 contains 12615 members 
Mstep: Class 44 contains 725 members 
Mstep: Class 45 contains 3757 members 
Mstep: Class 46 contains 2001 members 
Mstep: Class 47 contains 11231 members 
Mstep: Class 48 contains 418 members 
Mstep: Class 49 contains 3945 members 
Mstep: Class 50 contains 967 members 
Mstep: Class 51 contains 1707 members 
Mstep: Class 52 contains 35338 members 
Mstep: Class 53 contains 739 members 
Mstep: Class 54 contains 6560 members 
Mstep: Class 55 contains 866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147513840.000000 Penalty: 190796.203125
Iteration 129Q: 56 clusters Score -1.475138e+08 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 15400 members 
Mstep: Class 3 contains 27305 members 
Mstep: Class 4 contains 36549 members 
Mstep: Class 5 contains 21769 members 
Mstep: Class 6 contains 8249 members 
Mstep: Class 7 contains 2490 members 
Mstep: Class 8 contains 47938 members 
Mstep: Class 9 contains 30189 members 
Mstep: Class 10 contains 12532 members 
Mstep: Class 11 contains 4369 members 
Mstep: Class 12 contains 226025 members 
Mstep: Class 13 contains 9900 members 
Mstep: Class 14 contains 5540 members 
Mstep: Class 15 contains 25862 members 
Mstep: Class 16 contains 9147 members 
Mstep: Class 17 contains 11008 members 
Mstep: Class 18 contains 10401 members 
Mstep: Class 19 contains 165345 members 
Mstep: Class 20 contains 41938 members 
Mstep: Class 21 contains 13230 members 
Mstep: Class 22 contains 258 members 
Mstep: Class 23 contains 10747 members 
Mstep: Class 24 contains 4149 members 
Mstep: Class 25 contains 6147 members 
Mstep: Class 26 contains 60538 members 
Mstep: Class 27 contains 9562 members 
Mstep: Class 28 contains 6742 members 
Mstep: Class 29 contains 5214 members 
Mstep: Class 30 contains 8684 members 
Mstep: Class 31 contains 701 members 
Mstep: Class 32 contains 2525 members 
Mstep: Class 33 contains 1816 members 
Mstep: Class 34 contains 8918 members 
Mstep: Class 35 contains 199379 members 
Mstep: Class 36 contains 2838 members 
Mstep: Class 37 contains 4494 members 
Mstep: Class 38 contains 3042 members 
Mstep: Class 39 contains 549 members 
Mstep: Class 40 contains 9649 members 
Mstep: Class 41 contains 27420 members 
Mstep: Class 42 contains 5082 members 
Mstep: Class 43 contains 12618 members 
Mstep: Class 44 contains 725 members 
Mstep: Class 45 contains 3758 members 
Mstep: Class 46 contains 2002 members 
Mstep: Class 47 contains 11529 members 
Mstep: Class 48 contains 423 members 
Mstep: Class 49 contains 3969 members 
Mstep: Class 50 contains 967 members 
Mstep: Class 51 contains 1723 members 
Mstep: Class 52 contains 35490 members 
Mstep: Class 53 contains 739 members 
Mstep: Class 54 contains 6596 members 
Mstep: Class 55 contains 866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147514064.000000 Penalty: 190796.203125
Iteration 130Q: 56 clusters Score -1.475141e+08 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 15393 members 
Mstep: Class 3 contains 27299 members 
Mstep: Class 4 contains 36443 members 
Mstep: Class 5 contains 21752 members 
Mstep: Class 6 contains 8253 members 
Mstep: Class 7 contains 2492 members 
Mstep: Class 8 contains 48006 members 
Mstep: Class 9 contains 30161 members 
Mstep: Class 10 contains 12506 members 
Mstep: Class 11 contains 4371 members 
Mstep: Class 12 contains 225998 members 
Mstep: Class 13 contains 9833 members 
Mstep: Class 14 contains 5514 members 
Mstep: Class 15 contains 25920 members 
Mstep: Class 16 contains 9175 members 
Mstep: Class 17 contains 10949 members 
Mstep: Class 18 contains 10402 members 
Mstep: Class 19 contains 165201 members 
Mstep: Class 20 contains 41915 members 
Mstep: Class 21 contains 13221 members 
Mstep: Class 22 contains 256 members 
Mstep: Class 23 contains 10747 members 
Mstep: Class 24 contains 4149 members 
Mstep: Class 25 contains 6153 members 
Mstep: Class 26 contains 60540 members 
Mstep: Class 27 contains 9572 members 
Mstep: Class 28 contains 6744 members 
Mstep: Class 29 contains 5215 members 
Mstep: Class 30 contains 8679 members 
Mstep: Class 31 contains 701 members 
Mstep: Class 32 contains 2490 members 
Mstep: Class 33 contains 1810 members 
Mstep: Class 34 contains 8919 members 
Mstep: Class 35 contains 199241 members 
Mstep: Class 36 contains 2848 members 
Mstep: Class 37 contains 4499 members 
Mstep: Class 38 contains 3043 members 
Mstep: Class 39 contains 549 members 
Mstep: Class 40 contains 9686 members 
Mstep: Class 41 contains 27417 members 
Mstep: Class 42 contains 5075 members 
Mstep: Class 43 contains 12618 members 
Mstep: Class 44 contains 726 members 
Mstep: Class 45 contains 3758 members 
Mstep: Class 46 contains 2002 members 
Mstep: Class 47 contains 11761 members 
Mstep: Class 48 contains 426 members 
Mstep: Class 49 contains 3994 members 
Mstep: Class 50 contains 967 members 
Mstep: Class 51 contains 1752 members 
Mstep: Class 52 contains 35642 members 
Mstep: Class 53 contains 739 members 
Mstep: Class 54 contains 6642 members 
Mstep: Class 55 contains 866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147514608.000000 Penalty: 190796.203125
Iteration 131Q: 56 clusters Score -1.475146e+08 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 15387 members 
Mstep: Class 3 contains 27286 members 
Mstep: Class 4 contains 36376 members 
Mstep: Class 5 contains 21721 members 
Mstep: Class 6 contains 8256 members 
Mstep: Class 7 contains 2490 members 
Mstep: Class 8 contains 48049 members 
Mstep: Class 9 contains 30140 members 
Mstep: Class 10 contains 12487 members 
Mstep: Class 11 contains 4370 members 
Mstep: Class 12 contains 225972 members 
Mstep: Class 13 contains 9791 members 
Mstep: Class 14 contains 5497 members 
Mstep: Class 15 contains 25975 members 
Mstep: Class 16 contains 9215 members 
Mstep: Class 17 contains 10899 members 
Mstep: Class 18 contains 10404 members 
Mstep: Class 19 contains 165053 members 
Mstep: Class 20 contains 41895 members 
Mstep: Class 21 contains 13197 members 
Mstep: Class 22 contains 250 members 
Mstep: Class 23 contains 10752 members 
Mstep: Class 24 contains 4149 members 
Mstep: Class 25 contains 6172 members 
Mstep: Class 26 contains 60564 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 6751 members 
Mstep: Class 29 contains 5217 members 
Mstep: Class 30 contains 8679 members 
Mstep: Class 31 contains 701 members 
Mstep: Class 32 contains 2461 members 
Mstep: Class 33 contains 1809 members 
Mstep: Class 34 contains 8922 members 
Mstep: Class 35 contains 199124 members 
Mstep: Class 36 contains 2851 members 
Mstep: Class 37 contains 4505 members 
Mstep: Class 38 contains 3044 members 
Mstep: Class 39 contains 550 members 
Mstep: Class 40 contains 9721 members 
Mstep: Class 41 contains 27404 members 
Mstep: Class 42 contains 5070 members 
Mstep: Class 43 contains 12619 members 
Mstep: Class 44 contains 730 members 
Mstep: Class 45 contains 3757 members 
Mstep: Class 46 contains 2003 members 
Mstep: Class 47 contains 11943 members 
Mstep: Class 48 contains 429 members 
Mstep: Class 49 contains 4013 members 
Mstep: Class 50 contains 967 members 
Mstep: Class 51 contains 1776 members 
Mstep: Class 52 contains 35757 members 
Mstep: Class 53 contains 739 members 
Mstep: Class 54 contains 6688 members 
Mstep: Class 55 contains 866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147515056.000000 Penalty: 190796.203125
Iteration 132Q: 56 clusters Score -1.475151e+08 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 15388 members 
Mstep: Class 3 contains 27281 members 
Mstep: Class 4 contains 36304 members 
Mstep: Class 5 contains 21698 members 
Mstep: Class 6 contains 8262 members 
Mstep: Class 7 contains 2489 members 
Mstep: Class 8 contains 48094 members 
Mstep: Class 9 contains 30128 members 
Mstep: Class 10 contains 12468 members 
Mstep: Class 11 contains 4372 members 
Mstep: Class 12 contains 225962 members 
Mstep: Class 13 contains 9757 members 
Mstep: Class 14 contains 5481 members 
Mstep: Class 15 contains 26022 members 
Mstep: Class 16 contains 9248 members 
Mstep: Class 17 contains 10855 members 
Mstep: Class 18 contains 10406 members 
Mstep: Class 19 contains 164904 members 
Mstep: Class 20 contains 41889 members 
Mstep: Class 21 contains 13176 members 
Mstep: Class 22 contains 248 members 
Mstep: Class 23 contains 10753 members 
Mstep: Class 24 contains 4149 members 
Mstep: Class 25 contains 6186 members 
Mstep: Class 26 contains 60575 members 
Mstep: Class 27 contains 9571 members 
Mstep: Class 28 contains 6757 members 
Mstep: Class 29 contains 5225 members 
Mstep: Class 30 contains 8673 members 
Mstep: Class 31 contains 701 members 
Mstep: Class 32 contains 2441 members 
Mstep: Class 33 contains 1810 members 
Mstep: Class 34 contains 8919 members 
Mstep: Class 35 contains 199011 members 
Mstep: Class 36 contains 2853 members 
Mstep: Class 37 contains 4512 members 
Mstep: Class 38 contains 3045 members 
Mstep: Class 39 contains 550 members 
Mstep: Class 40 contains 9736 members 
Mstep: Class 41 contains 27400 members 
Mstep: Class 42 contains 5067 members 
Mstep: Class 43 contains 12613 members 
Mstep: Class 44 contains 734 members 
Mstep: Class 45 contains 3757 members 
Mstep: Class 46 contains 2004 members 
Mstep: Class 47 contains 12114 members 
Mstep: Class 48 contains 429 members 
Mstep: Class 49 contains 4027 members 
Mstep: Class 50 contains 967 members 
Mstep: Class 51 contains 1787 members 
Mstep: Class 52 contains 35872 members 
Mstep: Class 53 contains 739 members 
Mstep: Class 54 contains 6732 members 
Mstep: Class 55 contains 866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147515008.000000 Penalty: 190796.203125
Iteration 133Q: 56 clusters Score -1.47515e+08 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 15387 members 
Mstep: Class 3 contains 27278 members 
Mstep: Class 4 contains 36251 members 
Mstep: Class 5 contains 21674 members 
Mstep: Class 6 contains 8270 members 
Mstep: Class 7 contains 2489 members 
Mstep: Class 8 contains 48155 members 
Mstep: Class 9 contains 30117 members 
Mstep: Class 10 contains 12449 members 
Mstep: Class 11 contains 4372 members 
Mstep: Class 12 contains 225947 members 
Mstep: Class 13 contains 9720 members 
Mstep: Class 14 contains 5468 members 
Mstep: Class 15 contains 26060 members 
Mstep: Class 16 contains 9274 members 
Mstep: Class 17 contains 10811 members 
Mstep: Class 18 contains 10405 members 
Mstep: Class 19 contains 164755 members 
Mstep: Class 20 contains 41883 members 
Mstep: Class 21 contains 13158 members 
Mstep: Class 22 contains 248 members 
Mstep: Class 23 contains 10759 members 
Mstep: Class 24 contains 4149 members 
Mstep: Class 25 contains 6206 members 
Mstep: Class 26 contains 60580 members 
Mstep: Class 27 contains 9578 members 
Mstep: Class 28 contains 6761 members 
Mstep: Class 29 contains 5226 members 
Mstep: Class 30 contains 8670 members 
Mstep: Class 31 contains 701 members 
Mstep: Class 32 contains 2423 members 
Mstep: Class 33 contains 1810 members 
Mstep: Class 34 contains 8914 members 
Mstep: Class 35 contains 198912 members 
Mstep: Class 36 contains 2853 members 
Mstep: Class 37 contains 4523 members 
Mstep: Class 38 contains 3046 members 
Mstep: Class 39 contains 550 members 
Mstep: Class 40 contains 9757 members 
Mstep: Class 41 contains 27403 members 
Mstep: Class 42 contains 5066 members 
Mstep: Class 43 contains 12609 members 
Mstep: Class 44 contains 736 members 
Mstep: Class 45 contains 3754 members 
Mstep: Class 46 contains 2003 members 
Mstep: Class 47 contains 12256 members 
Mstep: Class 48 contains 429 members 
Mstep: Class 49 contains 4031 members 
Mstep: Class 50 contains 967 members 
Mstep: Class 51 contains 1797 members 
Mstep: Class 52 contains 35987 members 
Mstep: Class 53 contains 739 members 
Mstep: Class 54 contains 6764 members 
Mstep: Class 55 contains 865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147515440.000000 Penalty: 190796.203125
Iteration 134Q: 56 clusters Score -1.475154e+08 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 15385 members 
Mstep: Class 3 contains 27277 members 
Mstep: Class 4 contains 36196 members 
Mstep: Class 5 contains 21660 members 
Mstep: Class 6 contains 8278 members 
Mstep: Class 7 contains 2491 members 
Mstep: Class 8 contains 48191 members 
Mstep: Class 9 contains 30118 members 
Mstep: Class 10 contains 12429 members 
Mstep: Class 11 contains 4373 members 
Mstep: Class 12 contains 225924 members 
Mstep: Class 13 contains 9697 members 
Mstep: Class 14 contains 5460 members 
Mstep: Class 15 contains 26094 members 
Mstep: Class 16 contains 9288 members 
Mstep: Class 17 contains 10755 members 
Mstep: Class 18 contains 10400 members 
Mstep: Class 19 contains 164630 members 
Mstep: Class 20 contains 41870 members 
Mstep: Class 21 contains 13150 members 
Mstep: Class 22 contains 248 members 
Mstep: Class 23 contains 10761 members 
Mstep: Class 24 contains 4149 members 
Mstep: Class 25 contains 6223 members 
Mstep: Class 26 contains 60590 members 
Mstep: Class 27 contains 9584 members 
Mstep: Class 28 contains 6765 members 
Mstep: Class 29 contains 5234 members 
Mstep: Class 30 contains 8668 members 
Mstep: Class 31 contains 701 members 
Mstep: Class 32 contains 2409 members 
Mstep: Class 33 contains 1810 members 
Mstep: Class 34 contains 8909 members 
Mstep: Class 35 contains 198834 members 
Mstep: Class 36 contains 2856 members 
Mstep: Class 37 contains 4532 members 
Mstep: Class 38 contains 3046 members 
Mstep: Class 39 contains 550 members 
Mstep: Class 40 contains 9769 members 
Mstep: Class 41 contains 27402 members 
Mstep: Class 42 contains 5064 members 
Mstep: Class 43 contains 12600 members 
Mstep: Class 44 contains 736 members 
Mstep: Class 45 contains 3753 members 
Mstep: Class 46 contains 2002 members 
Mstep: Class 47 contains 12386 members 
Mstep: Class 48 contains 428 members 
Mstep: Class 49 contains 4038 members 
Mstep: Class 50 contains 967 members 
Mstep: Class 51 contains 1804 members 
Mstep: Class 52 contains 36105 members 
Mstep: Class 53 contains 739 members 
Mstep: Class 54 contains 6788 members 
Mstep: Class 55 contains 866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147515536.000000 Penalty: 190796.203125
Iteration 135Q: 56 clusters Score -1.475155e+08 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 15377 members 
Mstep: Class 3 contains 27272 members 
Mstep: Class 4 contains 36154 members 
Mstep: Class 5 contains 21642 members 
Mstep: Class 6 contains 8282 members 
Mstep: Class 7 contains 2492 members 
Mstep: Class 8 contains 48233 members 
Mstep: Class 9 contains 30111 members 
Mstep: Class 10 contains 12417 members 
Mstep: Class 11 contains 4374 members 
Mstep: Class 12 contains 225907 members 
Mstep: Class 13 contains 9680 members 
Mstep: Class 14 contains 5447 members 
Mstep: Class 15 contains 26129 members 
Mstep: Class 16 contains 9294 members 
Mstep: Class 17 contains 10694 members 
Mstep: Class 18 contains 10400 members 
Mstep: Class 19 contains 164545 members 
Mstep: Class 20 contains 41859 members 
Mstep: Class 21 contains 13138 members 
Mstep: Class 22 contains 248 members 
Mstep: Class 23 contains 10760 members 
Mstep: Class 24 contains 4149 members 
Mstep: Class 25 contains 6241 members 
Mstep: Class 26 contains 60602 members 
Mstep: Class 27 contains 9585 members 
Mstep: Class 28 contains 6769 members 
Mstep: Class 29 contains 5231 members 
Mstep: Class 30 contains 8667 members 
Mstep: Class 31 contains 701 members 
Mstep: Class 32 contains 2397 members 
Mstep: Class 33 contains 1808 members 
Mstep: Class 34 contains 8908 members 
Mstep: Class 35 contains 198761 members 
Mstep: Class 36 contains 2859 members 
Mstep: Class 37 contains 4538 members 
Mstep: Class 38 contains 3046 members 
Mstep: Class 39 contains 550 members 
Mstep: Class 40 contains 9776 members 
Mstep: Class 41 contains 27402 members 
Mstep: Class 42 contains 5063 members 
Mstep: Class 43 contains 12596 members 
Mstep: Class 44 contains 736 members 
Mstep: Class 45 contains 3754 members 
Mstep: Class 46 contains 2001 members 
Mstep: Class 47 contains 12482 members 
Mstep: Class 48 contains 428 members 
Mstep: Class 49 contains 4047 members 
Mstep: Class 50 contains 967 members 
Mstep: Class 51 contains 1813 members 
Mstep: Class 52 contains 36225 members 
Mstep: Class 53 contains 739 members 
Mstep: Class 54 contains 6811 members 
Mstep: Class 55 contains 866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147515728.000000 Penalty: 190796.203125
Iteration 136Q: 56 clusters Score -1.475157e+08 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 15375 members 
Mstep: Class 3 contains 27271 members 
Mstep: Class 4 contains 36122 members 
Mstep: Class 5 contains 21631 members 
Mstep: Class 6 contains 8280 members 
Mstep: Class 7 contains 2494 members 
Mstep: Class 8 contains 48258 members 
Mstep: Class 9 contains 30094 members 
Mstep: Class 10 contains 12399 members 
Mstep: Class 11 contains 4374 members 
Mstep: Class 12 contains 225900 members 
Mstep: Class 13 contains 9662 members 
Mstep: Class 14 contains 5443 members 
Mstep: Class 15 contains 26154 members 
Mstep: Class 16 contains 9293 members 
Mstep: Class 17 contains 10645 members 
Mstep: Class 18 contains 10400 members 
Mstep: Class 19 contains 164457 members 
Mstep: Class 20 contains 41851 members 
Mstep: Class 21 contains 13125 members 
Mstep: Class 22 contains 248 members 
Mstep: Class 23 contains 10755 members 
Mstep: Class 24 contains 4149 members 
Mstep: Class 25 contains 6260 members 
Mstep: Class 26 contains 60598 members 
Mstep: Class 27 contains 9591 members 
Mstep: Class 28 contains 6774 members 
Mstep: Class 29 contains 5229 members 
Mstep: Class 30 contains 8665 members 
Mstep: Class 31 contains 701 members 
Mstep: Class 32 contains 2385 members 
Mstep: Class 33 contains 1805 members 
Mstep: Class 34 contains 8907 members 
Mstep: Class 35 contains 198716 members 
Mstep: Class 36 contains 2863 members 
Mstep: Class 37 contains 4546 members 
Mstep: Class 38 contains 3047 members 
Mstep: Class 39 contains 550 members 
Mstep: Class 40 contains 9785 members 
Mstep: Class 41 contains 27402 members 
Mstep: Class 42 contains 5060 members 
Mstep: Class 43 contains 12598 members 
Mstep: Class 44 contains 740 members 
Mstep: Class 45 contains 3752 members 
Mstep: Class 46 contains 2002 members 
Mstep: Class 47 contains 12566 members 
Mstep: Class 48 contains 428 members 
Mstep: Class 49 contains 4055 members 
Mstep: Class 50 contains 967 members 
Mstep: Class 51 contains 1822 members 
Mstep: Class 52 contains 36334 members 
Mstep: Class 53 contains 739 members 
Mstep: Class 54 contains 6830 members 
Mstep: Class 55 contains 866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147515872.000000 Penalty: 190796.203125
Iteration 137Q: 56 clusters Score -1.475159e+08 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 15371 members 
Mstep: Class 3 contains 27268 members 
Mstep: Class 4 contains 36084 members 
Mstep: Class 5 contains 21627 members 
Mstep: Class 6 contains 8277 members 
Mstep: Class 7 contains 2494 members 
Mstep: Class 8 contains 48276 members 
Mstep: Class 9 contains 30084 members 
Mstep: Class 10 contains 12385 members 
Mstep: Class 11 contains 4374 members 
Mstep: Class 12 contains 225892 members 
Mstep: Class 13 contains 9634 members 
Mstep: Class 14 contains 5440 members 
Mstep: Class 15 contains 26179 members 
Mstep: Class 16 contains 9305 members 
Mstep: Class 17 contains 10599 members 
Mstep: Class 18 contains 10398 members 
Mstep: Class 19 contains 164384 members 
Mstep: Class 20 contains 41844 members 
Mstep: Class 21 contains 13115 members 
Mstep: Class 22 contains 248 members 
Mstep: Class 23 contains 10755 members 
Mstep: Class 24 contains 4149 members 
Mstep: Class 25 contains 6277 members 
Mstep: Class 26 contains 60592 members 
Mstep: Class 27 contains 9596 members 
Mstep: Class 28 contains 6780 members 
Mstep: Class 29 contains 5232 members 
Mstep: Class 30 contains 8668 members 
Mstep: Class 31 contains 701 members 
Mstep: Class 32 contains 2376 members 
Mstep: Class 33 contains 1805 members 
Mstep: Class 34 contains 8911 members 
Mstep: Class 35 contains 198667 members 
Mstep: Class 36 contains 2862 members 
Mstep: Class 37 contains 4552 members 
Mstep: Class 38 contains 3047 members 
Mstep: Class 39 contains 550 members 
Mstep: Class 40 contains 9793 members 
Mstep: Class 41 contains 27400 members 
Mstep: Class 42 contains 5059 members 
Mstep: Class 43 contains 12596 members 
Mstep: Class 44 contains 743 members 
Mstep: Class 45 contains 3752 members 
Mstep: Class 46 contains 2003 members 
Mstep: Class 47 contains 12641 members 
Mstep: Class 48 contains 428 members 
Mstep: Class 49 contains 4063 members 
Mstep: Class 50 contains 967 members 
Mstep: Class 51 contains 1830 members 
Mstep: Class 52 contains 36429 members 
Mstep: Class 53 contains 739 members 
Mstep: Class 54 contains 6847 members 
Mstep: Class 55 contains 866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147515824.000000 Penalty: 190796.203125
Iteration 138Q: 56 clusters Score -1.475158e+08 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 15366 members 
Mstep: Class 3 contains 27266 members 
Mstep: Class 4 contains 36064 members 
Mstep: Class 5 contains 21624 members 
Mstep: Class 6 contains 8274 members 
Mstep: Class 7 contains 2494 members 
Mstep: Class 8 contains 48294 members 
Mstep: Class 9 contains 30081 members 
Mstep: Class 10 contains 12366 members 
Mstep: Class 11 contains 4374 members 
Mstep: Class 12 contains 225892 members 
Mstep: Class 13 contains 9625 members 
Mstep: Class 14 contains 5436 members 
Mstep: Class 15 contains 26199 members 
Mstep: Class 16 contains 9306 members 
Mstep: Class 17 contains 10551 members 
Mstep: Class 18 contains 10396 members 
Mstep: Class 19 contains 164307 members 
Mstep: Class 20 contains 41836 members 
Mstep: Class 21 contains 13113 members 
Mstep: Class 22 contains 248 members 
Mstep: Class 23 contains 10753 members 
Mstep: Class 24 contains 4149 members 
Mstep: Class 25 contains 6294 members 
Mstep: Class 26 contains 60584 members 
Mstep: Class 27 contains 9589 members 
Mstep: Class 28 contains 6782 members 
Mstep: Class 29 contains 5232 members 
Mstep: Class 30 contains 8664 members 
Mstep: Class 31 contains 701 members 
Mstep: Class 32 contains 2371 members 
Mstep: Class 33 contains 1805 members 
Mstep: Class 34 contains 8911 members 
Mstep: Class 35 contains 198616 members 
Mstep: Class 36 contains 2862 members 
Mstep: Class 37 contains 4556 members 
Mstep: Class 38 contains 3047 members 
Mstep: Class 39 contains 550 members 
Mstep: Class 40 contains 9801 members 
Mstep: Class 41 contains 27396 members 
Mstep: Class 42 contains 5057 members 
Mstep: Class 43 contains 12597 members 
Mstep: Class 44 contains 745 members 
Mstep: Class 45 contains 3753 members 
Mstep: Class 46 contains 2004 members 
Mstep: Class 47 contains 12702 members 
Mstep: Class 48 contains 428 members 
Mstep: Class 49 contains 4071 members 
Mstep: Class 50 contains 967 members 
Mstep: Class 51 contains 1835 members 
Mstep: Class 52 contains 36538 members 
Mstep: Class 53 contains 739 members 
Mstep: Class 54 contains 6864 members 
Mstep: Class 55 contains 866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147515472.000000 Penalty: 190796.203125
Iteration 139Q: 56 clusters Score -1.475155e+08 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 15371 members 
Mstep: Class 3 contains 27260 members 
Mstep: Class 4 contains 36039 members 
Mstep: Class 5 contains 21611 members 
Mstep: Class 6 contains 8274 members 
Mstep: Class 7 contains 2494 members 
Mstep: Class 8 contains 48317 members 
Mstep: Class 9 contains 30085 members 
Mstep: Class 10 contains 12350 members 
Mstep: Class 11 contains 4374 members 
Mstep: Class 12 contains 225889 members 
Mstep: Class 13 contains 9612 members 
Mstep: Class 14 contains 5431 members 
Mstep: Class 15 contains 26224 members 
Mstep: Class 16 contains 9309 members 
Mstep: Class 17 contains 10521 members 
Mstep: Class 18 contains 10394 members 
Mstep: Class 19 contains 164222 members 
Mstep: Class 20 contains 41836 members 
Mstep: Class 21 contains 13106 members 
Mstep: Class 22 contains 248 members 
Mstep: Class 23 contains 10751 members 
Mstep: Class 24 contains 4149 members 
Mstep: Class 25 contains 6313 members 
Mstep: Class 26 contains 60578 members 
Mstep: Class 27 contains 9589 members 
Mstep: Class 28 contains 6778 members 
Mstep: Class 29 contains 5229 members 
Mstep: Class 30 contains 8665 members 
Mstep: Class 31 contains 701 members 
Mstep: Class 32 contains 2362 members 
Mstep: Class 33 contains 1803 members 
Mstep: Class 34 contains 8908 members 
Mstep: Class 35 contains 198565 members 
Mstep: Class 36 contains 2865 members 
Mstep: Class 37 contains 4557 members 
Mstep: Class 38 contains 3049 members 
Mstep: Class 39 contains 550 members 
Mstep: Class 40 contains 9816 members 
Mstep: Class 41 contains 27393 members 
Mstep: Class 42 contains 5055 members 
Mstep: Class 43 contains 12600 members 
Mstep: Class 44 contains 747 members 
Mstep: Class 45 contains 3753 members 
Mstep: Class 46 contains 2004 members 
Mstep: Class 47 contains 12759 members 
Mstep: Class 48 contains 428 members 
Mstep: Class 49 contains 4080 members 
Mstep: Class 50 contains 967 members 
Mstep: Class 51 contains 1842 members 
Mstep: Class 52 contains 36623 members 
Mstep: Class 53 contains 739 members 
Mstep: Class 54 contains 6880 members 
Mstep: Class 55 contains 866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147516208.000000 Penalty: 190796.203125
Iteration 140F: 56 clusters Score -1.475162e+08 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 15370 members 
Mstep: Class 3 contains 27255 members 
Mstep: Class 4 contains 35989 members 
Mstep: Class 5 contains 21603 members 
Mstep: Class 6 contains 8261 members 
Mstep: Class 7 contains 2494 members 
Mstep: Class 8 contains 48328 members 
Mstep: Class 9 contains 30072 members 
Mstep: Class 10 contains 12336 members 
Mstep: Class 11 contains 4373 members 
Mstep: Class 12 contains 225869 members 
Mstep: Class 13 contains 9606 members 
Mstep: Class 14 contains 5428 members 
Mstep: Class 15 contains 26242 members 
Mstep: Class 16 contains 9315 members 
Mstep: Class 17 contains 10498 members 
Mstep: Class 18 contains 10392 members 
Mstep: Class 19 contains 164149 members 
Mstep: Class 20 contains 41823 members 
Mstep: Class 21 contains 13091 members 
Mstep: Class 22 contains 254 members 
Mstep: Class 23 contains 10747 members 
Mstep: Class 24 contains 4149 members 
Mstep: Class 25 contains 6332 members 
Mstep: Class 26 contains 60569 members 
Mstep: Class 27 contains 9584 members 
Mstep: Class 28 contains 6783 members 
Mstep: Class 29 contains 5235 members 
Mstep: Class 30 contains 8664 members 
Mstep: Class 31 contains 700 members 
Mstep: Class 32 contains 2354 members 
Mstep: Class 33 contains 1801 members 
Mstep: Class 34 contains 8907 members 
Mstep: Class 35 contains 198456 members 
Mstep: Class 36 contains 2866 members 
Mstep: Class 37 contains 4557 members 
Mstep: Class 38 contains 3049 members 
Mstep: Class 39 contains 552 members 
Mstep: Class 40 contains 9828 members 
Mstep: Class 41 contains 27392 members 
Mstep: Class 42 contains 5054 members 
Mstep: Class 43 contains 12596 members 
Mstep: Class 44 contains 758 members 
Mstep: Class 45 contains 3754 members 
Mstep: Class 46 contains 2007 members 
Mstep: Class 47 contains 12979 members 
Mstep: Class 48 contains 422 members 
Mstep: Class 49 contains 4083 members 
Mstep: Class 50 contains 967 members 
Mstep: Class 51 contains 1851 members 
Mstep: Class 52 contains 36679 members 
Mstep: Class 53 contains 742 members 
Mstep: Class 54 contains 6900 members 
Mstep: Class 55 contains 866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147516448.000000 Penalty: 190796.203125
Iteration 141Q: 56 clusters Score -1.475164e+08 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 15368 members 
Mstep: Class 3 contains 27255 members 
Mstep: Class 4 contains 35949 members 
Mstep: Class 5 contains 21593 members 
Mstep: Class 6 contains 8255 members 
Mstep: Class 7 contains 2495 members 
Mstep: Class 8 contains 48342 members 
Mstep: Class 9 contains 30060 members 
Mstep: Class 10 contains 12326 members 
Mstep: Class 11 contains 4371 members 
Mstep: Class 12 contains 225848 members 
Mstep: Class 13 contains 9593 members 
Mstep: Class 14 contains 5425 members 
Mstep: Class 15 contains 26271 members 
Mstep: Class 16 contains 9321 members 
Mstep: Class 17 contains 10467 members 
Mstep: Class 18 contains 10389 members 
Mstep: Class 19 contains 164069 members 
Mstep: Class 20 contains 41823 members 
Mstep: Class 21 contains 13078 members 
Mstep: Class 22 contains 257 members 
Mstep: Class 23 contains 10744 members 
Mstep: Class 24 contains 4149 members 
Mstep: Class 25 contains 6346 members 
Mstep: Class 26 contains 60567 members 
Mstep: Class 27 contains 9583 members 
Mstep: Class 28 contains 6787 members 
Mstep: Class 29 contains 5238 members 
Mstep: Class 30 contains 8666 members 
Mstep: Class 31 contains 700 members 
Mstep: Class 32 contains 2350 members 
Mstep: Class 33 contains 1801 members 
Mstep: Class 34 contains 8906 members 
Mstep: Class 35 contains 198361 members 
Mstep: Class 36 contains 2865 members 
Mstep: Class 37 contains 4561 members 
Mstep: Class 38 contains 3050 members 
Mstep: Class 39 contains 552 members 
Mstep: Class 40 contains 9833 members 
Mstep: Class 41 contains 27393 members 
Mstep: Class 42 contains 5051 members 
Mstep: Class 43 contains 12589 members 
Mstep: Class 44 contains 762 members 
Mstep: Class 45 contains 3759 members 
Mstep: Class 46 contains 2005 members 
Mstep: Class 47 contains 13148 members 
Mstep: Class 48 contains 422 members 
Mstep: Class 49 contains 4084 members 
Mstep: Class 50 contains 966 members 
Mstep: Class 51 contains 1857 members 
Mstep: Class 52 contains 36746 members 
Mstep: Class 53 contains 742 members 
Mstep: Class 54 contains 6919 members 
Mstep: Class 55 contains 866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147516640.000000 Penalty: 190796.203125
Iteration 142Q: 56 clusters Score -1.475166e+08 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 15373 members 
Mstep: Class 3 contains 27246 members 
Mstep: Class 4 contains 35925 members 
Mstep: Class 5 contains 21586 members 
Mstep: Class 6 contains 8257 members 
Mstep: Class 7 contains 2494 members 
Mstep: Class 8 contains 48347 members 
Mstep: Class 9 contains 30039 members 
Mstep: Class 10 contains 12317 members 
Mstep: Class 11 contains 4372 members 
Mstep: Class 12 contains 225838 members 
Mstep: Class 13 contains 9587 members 
Mstep: Class 14 contains 5422 members 
Mstep: Class 15 contains 26312 members 
Mstep: Class 16 contains 9334 members 
Mstep: Class 17 contains 10437 members 
Mstep: Class 18 contains 10388 members 
Mstep: Class 19 contains 163998 members 
Mstep: Class 20 contains 41812 members 
Mstep: Class 21 contains 13073 members 
Mstep: Class 22 contains 259 members 
Mstep: Class 23 contains 10741 members 
Mstep: Class 24 contains 4149 members 
Mstep: Class 25 contains 6356 members 
Mstep: Class 26 contains 60569 members 
Mstep: Class 27 contains 9585 members 
Mstep: Class 28 contains 6797 members 
Mstep: Class 29 contains 5242 members 
Mstep: Class 30 contains 8665 members 
Mstep: Class 31 contains 700 members 
Mstep: Class 32 contains 2336 members 
Mstep: Class 33 contains 1801 members 
Mstep: Class 34 contains 8907 members 
Mstep: Class 35 contains 198270 members 
Mstep: Class 36 contains 2867 members 
Mstep: Class 37 contains 4561 members 
Mstep: Class 38 contains 3050 members 
Mstep: Class 39 contains 552 members 
Mstep: Class 40 contains 9836 members 
Mstep: Class 41 contains 27392 members 
Mstep: Class 42 contains 5049 members 
Mstep: Class 43 contains 12589 members 
Mstep: Class 44 contains 762 members 
Mstep: Class 45 contains 3759 members 
Mstep: Class 46 contains 2008 members 
Mstep: Class 47 contains 13277 members 
Mstep: Class 48 contains 421 members 
Mstep: Class 49 contains 4087 members 
Mstep: Class 50 contains 965 members 
Mstep: Class 51 contains 1867 members 
Mstep: Class 52 contains 36804 members 
Mstep: Class 53 contains 742 members 
Mstep: Class 54 contains 6930 members 
Mstep: Class 55 contains 865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147516784.000000 Penalty: 190796.203125
Iteration 143Q: 56 clusters Score -1.475168e+08 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 15370 members 
Mstep: Class 3 contains 27244 members 
Mstep: Class 4 contains 35904 members 
Mstep: Class 5 contains 21583 members 
Mstep: Class 6 contains 8257 members 
Mstep: Class 7 contains 2493 members 
Mstep: Class 8 contains 48349 members 
Mstep: Class 9 contains 30032 members 
Mstep: Class 10 contains 12309 members 
Mstep: Class 11 contains 4372 members 
Mstep: Class 12 contains 225829 members 
Mstep: Class 13 contains 9572 members 
Mstep: Class 14 contains 5420 members 
Mstep: Class 15 contains 26349 members 
Mstep: Class 16 contains 9344 members 
Mstep: Class 17 contains 10418 members 
Mstep: Class 18 contains 10388 members 
Mstep: Class 19 contains 163945 members 
Mstep: Class 20 contains 41792 members 
Mstep: Class 21 contains 13077 members 
Mstep: Class 22 contains 259 members 
Mstep: Class 23 contains 10736 members 
Mstep: Class 24 contains 4149 members 
Mstep: Class 25 contains 6361 members 
Mstep: Class 26 contains 60571 members 
Mstep: Class 27 contains 9582 members 
Mstep: Class 28 contains 6803 members 
Mstep: Class 29 contains 5246 members 
Mstep: Class 30 contains 8662 members 
Mstep: Class 31 contains 700 members 
Mstep: Class 32 contains 2323 members 
Mstep: Class 33 contains 1801 members 
Mstep: Class 34 contains 8909 members 
Mstep: Class 35 contains 198192 members 
Mstep: Class 36 contains 2870 members 
Mstep: Class 37 contains 4563 members 
Mstep: Class 38 contains 3049 members 
Mstep: Class 39 contains 552 members 
Mstep: Class 40 contains 9844 members 
Mstep: Class 41 contains 27387 members 
Mstep: Class 42 contains 5048 members 
Mstep: Class 43 contains 12583 members 
Mstep: Class 44 contains 765 members 
Mstep: Class 45 contains 3758 members 
Mstep: Class 46 contains 2010 members 
Mstep: Class 47 contains 13378 members 
Mstep: Class 48 contains 421 members 
Mstep: Class 49 contains 4089 members 
Mstep: Class 50 contains 965 members 
Mstep: Class 51 contains 1879 members 
Mstep: Class 52 contains 36868 members 
Mstep: Class 53 contains 742 members 
Mstep: Class 54 contains 6943 members 
Mstep: Class 55 contains 861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147516624.000000 Penalty: 190796.203125
Iteration 144Q: 56 clusters Score -1.475166e+08 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 15367 members 
Mstep: Class 3 contains 27239 members 
Mstep: Class 4 contains 35881 members 
Mstep: Class 5 contains 21581 members 
Mstep: Class 6 contains 8263 members 
Mstep: Class 7 contains 2493 members 
Mstep: Class 8 contains 48353 members 
Mstep: Class 9 contains 30027 members 
Mstep: Class 10 contains 12305 members 
Mstep: Class 11 contains 4377 members 
Mstep: Class 12 contains 225815 members 
Mstep: Class 13 contains 9559 members 
Mstep: Class 14 contains 5418 members 
Mstep: Class 15 contains 26387 members 
Mstep: Class 16 contains 9356 members 
Mstep: Class 17 contains 10404 members 
Mstep: Class 18 contains 10391 members 
Mstep: Class 19 contains 163897 members 
Mstep: Class 20 contains 41769 members 
Mstep: Class 21 contains 13073 members 
Mstep: Class 22 contains 259 members 
Mstep: Class 23 contains 10737 members 
Mstep: Class 24 contains 4149 members 
Mstep: Class 25 contains 6381 members 
Mstep: Class 26 contains 60577 members 
Mstep: Class 27 contains 9583 members 
Mstep: Class 28 contains 6808 members 
Mstep: Class 29 contains 5253 members 
Mstep: Class 30 contains 8662 members 
Mstep: Class 31 contains 700 members 
Mstep: Class 32 contains 2313 members 
Mstep: Class 33 contains 1801 members 
Mstep: Class 34 contains 8909 members 
Mstep: Class 35 contains 198127 members 
Mstep: Class 36 contains 2870 members 
Mstep: Class 37 contains 4568 members 
Mstep: Class 38 contains 3049 members 
Mstep: Class 39 contains 552 members 
Mstep: Class 40 contains 9845 members 
Mstep: Class 41 contains 27380 members 
Mstep: Class 42 contains 5048 members 
Mstep: Class 43 contains 12582 members 
Mstep: Class 44 contains 766 members 
Mstep: Class 45 contains 3756 members 
Mstep: Class 46 contains 2010 members 
Mstep: Class 47 contains 13453 members 
Mstep: Class 48 contains 421 members 
Mstep: Class 49 contains 4094 members 
Mstep: Class 50 contains 965 members 
Mstep: Class 51 contains 1885 members 
Mstep: Class 52 contains 36903 members 
Mstep: Class 53 contains 742 members 
Mstep: Class 54 contains 6952 members 
Mstep: Class 55 contains 858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147516752.000000 Penalty: 190796.203125
Iteration 145Q: 56 clusters Score -1.475168e+08 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 15363 members 
Mstep: Class 3 contains 27233 members 
Mstep: Class 4 contains 35865 members 
Mstep: Class 5 contains 21575 members 
Mstep: Class 6 contains 8269 members 
Mstep: Class 7 contains 2493 members 
Mstep: Class 8 contains 48355 members 
Mstep: Class 9 contains 30020 members 
Mstep: Class 10 contains 12303 members 
Mstep: Class 11 contains 4378 members 
Mstep: Class 12 contains 225799 members 
Mstep: Class 13 contains 9550 members 
Mstep: Class 14 contains 5418 members 
Mstep: Class 15 contains 26427 members 
Mstep: Class 16 contains 9364 members 
Mstep: Class 17 contains 10395 members 
Mstep: Class 18 contains 10391 members 
Mstep: Class 19 contains 163854 members 
Mstep: Class 20 contains 41763 members 
Mstep: Class 21 contains 13058 members 
Mstep: Class 22 contains 260 members 
Mstep: Class 23 contains 10738 members 
Mstep: Class 24 contains 4149 members 
Mstep: Class 25 contains 6396 members 
Mstep: Class 26 contains 60581 members 
Mstep: Class 27 contains 9588 members 
Mstep: Class 28 contains 6810 members 
Mstep: Class 29 contains 5260 members 
Mstep: Class 30 contains 8662 members 
Mstep: Class 31 contains 700 members 
Mstep: Class 32 contains 2303 members 
Mstep: Class 33 contains 1801 members 
Mstep: Class 34 contains 8907 members 
Mstep: Class 35 contains 198067 members 
Mstep: Class 36 contains 2871 members 
Mstep: Class 37 contains 4570 members 
Mstep: Class 38 contains 3049 members 
Mstep: Class 39 contains 552 members 
Mstep: Class 40 contains 9852 members 
Mstep: Class 41 contains 27378 members 
Mstep: Class 42 contains 5046 members 
Mstep: Class 43 contains 12576 members 
Mstep: Class 44 contains 771 members 
Mstep: Class 45 contains 3757 members 
Mstep: Class 46 contains 2011 members 
Mstep: Class 47 contains 13511 members 
Mstep: Class 48 contains 421 members 
Mstep: Class 49 contains 4097 members 
Mstep: Class 50 contains 965 members 
Mstep: Class 51 contains 1886 members 
Mstep: Class 52 contains 36944 members 
Mstep: Class 53 contains 742 members 
Mstep: Class 54 contains 6966 members 
Mstep: Class 55 contains 854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147516784.000000 Penalty: 190796.203125
Iteration 146Q: 56 clusters Score -1.475168e+08 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 15360 members 
Mstep: Class 3 contains 27236 members 
Mstep: Class 4 contains 35847 members 
Mstep: Class 5 contains 21572 members 
Mstep: Class 6 contains 8269 members 
Mstep: Class 7 contains 2493 members 
Mstep: Class 8 contains 48373 members 
Mstep: Class 9 contains 30014 members 
Mstep: Class 10 contains 12300 members 
Mstep: Class 11 contains 4378 members 
Mstep: Class 12 contains 225787 members 
Mstep: Class 13 contains 9540 members 
Mstep: Class 14 contains 5418 members 
Mstep: Class 15 contains 26458 members 
Mstep: Class 16 contains 9371 members 
Mstep: Class 17 contains 10379 members 
Mstep: Class 18 contains 10391 members 
Mstep: Class 19 contains 163806 members 
Mstep: Class 20 contains 41750 members 
Mstep: Class 21 contains 13052 members 
Mstep: Class 22 contains 260 members 
Mstep: Class 23 contains 10739 members 
Mstep: Class 24 contains 4149 members 
Mstep: Class 25 contains 6408 members 
Mstep: Class 26 contains 60587 members 
Mstep: Class 27 contains 9588 members 
Mstep: Class 28 contains 6814 members 
Mstep: Class 29 contains 5269 members 
Mstep: Class 30 contains 8663 members 
Mstep: Class 31 contains 701 members 
Mstep: Class 32 contains 2298 members 
Mstep: Class 33 contains 1801 members 
Mstep: Class 34 contains 8905 members 
Mstep: Class 35 contains 198023 members 
Mstep: Class 36 contains 2871 members 
Mstep: Class 37 contains 4570 members 
Mstep: Class 38 contains 3049 members 
Mstep: Class 39 contains 552 members 
Mstep: Class 40 contains 9857 members 
Mstep: Class 41 contains 27376 members 
Mstep: Class 42 contains 5045 members 
Mstep: Class 43 contains 12572 members 
Mstep: Class 44 contains 775 members 
Mstep: Class 45 contains 3756 members 
Mstep: Class 46 contains 2011 members 
Mstep: Class 47 contains 13550 members 
Mstep: Class 48 contains 421 members 
Mstep: Class 49 contains 4098 members 
Mstep: Class 50 contains 965 members 
Mstep: Class 51 contains 1890 members 
Mstep: Class 52 contains 36985 members 
Mstep: Class 53 contains 742 members 
Mstep: Class 54 contains 6979 members 
Mstep: Class 55 contains 850 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147516736.000000 Penalty: 190796.203125
Iteration 147Q: 56 clusters Score -1.475167e+08 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 15359 members 
Mstep: Class 3 contains 27232 members 
Mstep: Class 4 contains 35830 members 
Mstep: Class 5 contains 21568 members 
Mstep: Class 6 contains 8262 members 
Mstep: Class 7 contains 2493 members 
Mstep: Class 8 contains 48379 members 
Mstep: Class 9 contains 30012 members 
Mstep: Class 10 contains 12296 members 
Mstep: Class 11 contains 4378 members 
Mstep: Class 12 contains 225780 members 
Mstep: Class 13 contains 9531 members 
Mstep: Class 14 contains 5419 members 
Mstep: Class 15 contains 26496 members 
Mstep: Class 16 contains 9374 members 
Mstep: Class 17 contains 10363 members 
Mstep: Class 18 contains 10389 members 
Mstep: Class 19 contains 163784 members 
Mstep: Class 20 contains 41747 members 
Mstep: Class 21 contains 13052 members 
Mstep: Class 22 contains 260 members 
Mstep: Class 23 contains 10740 members 
Mstep: Class 24 contains 4149 members 
Mstep: Class 25 contains 6421 members 
Mstep: Class 26 contains 60584 members 
Mstep: Class 27 contains 9590 members 
Mstep: Class 28 contains 6816 members 
Mstep: Class 29 contains 5270 members 
Mstep: Class 30 contains 8664 members 
Mstep: Class 31 contains 701 members 
Mstep: Class 32 contains 2294 members 
Mstep: Class 33 contains 1801 members 
Mstep: Class 34 contains 8905 members 
Mstep: Class 35 contains 197967 members 
Mstep: Class 36 contains 2871 members 
Mstep: Class 37 contains 4570 members 
Mstep: Class 38 contains 3049 members 
Mstep: Class 39 contains 552 members 
Mstep: Class 40 contains 9866 members 
Mstep: Class 41 contains 27372 members 
Mstep: Class 42 contains 5042 members 
Mstep: Class 43 contains 12570 members 
Mstep: Class 44 contains 781 members 
Mstep: Class 45 contains 3757 members 
Mstep: Class 46 contains 2011 members 
Mstep: Class 47 contains 13586 members 
Mstep: Class 48 contains 421 members 
Mstep: Class 49 contains 4099 members 
Mstep: Class 50 contains 965 members 
Mstep: Class 51 contains 1894 members 
Mstep: Class 52 contains 37024 members 
Mstep: Class 53 contains 742 members 
Mstep: Class 54 contains 6984 members 
Mstep: Class 55 contains 851 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147517200.000000 Penalty: 190796.203125
Iteration 148Q: 56 clusters Score -1.475172e+08 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 15359 members 
Mstep: Class 3 contains 27227 members 
Mstep: Class 4 contains 35811 members 
Mstep: Class 5 contains 21569 members 
Mstep: Class 6 contains 8268 members 
Mstep: Class 7 contains 2493 members 
Mstep: Class 8 contains 48383 members 
Mstep: Class 9 contains 30007 members 
Mstep: Class 10 contains 12293 members 
Mstep: Class 11 contains 4378 members 
Mstep: Class 12 contains 225778 members 
Mstep: Class 13 contains 9523 members 
Mstep: Class 14 contains 5419 members 
Mstep: Class 15 contains 26524 members 
Mstep: Class 16 contains 9381 members 
Mstep: Class 17 contains 10348 members 
Mstep: Class 18 contains 10387 members 
Mstep: Class 19 contains 163758 members 
Mstep: Class 20 contains 41750 members 
Mstep: Class 21 contains 13043 members 
Mstep: Class 22 contains 260 members 
Mstep: Class 23 contains 10741 members 
Mstep: Class 24 contains 4149 members 
Mstep: Class 25 contains 6431 members 
Mstep: Class 26 contains 60586 members 
Mstep: Class 27 contains 9592 members 
Mstep: Class 28 contains 6818 members 
Mstep: Class 29 contains 5270 members 
Mstep: Class 30 contains 8664 members 
Mstep: Class 31 contains 701 members 
Mstep: Class 32 contains 2285 members 
Mstep: Class 33 contains 1801 members 
Mstep: Class 34 contains 8906 members 
Mstep: Class 35 contains 197918 members 
Mstep: Class 36 contains 2871 members 
Mstep: Class 37 contains 4574 members 
Mstep: Class 38 contains 3049 members 
Mstep: Class 39 contains 552 members 
Mstep: Class 40 contains 9870 members 
Mstep: Class 41 contains 27372 members 
Mstep: Class 42 contains 5041 members 
Mstep: Class 43 contains 12570 members 
Mstep: Class 44 contains 786 members 
Mstep: Class 45 contains 3757 members 
Mstep: Class 46 contains 2010 members 
Mstep: Class 47 contains 13619 members 
Mstep: Class 48 contains 421 members 
Mstep: Class 49 contains 4099 members 
Mstep: Class 50 contains 965 members 
Mstep: Class 51 contains 1896 members 
Mstep: Class 52 contains 37058 members 
Mstep: Class 53 contains 742 members 
Mstep: Class 54 contains 6991 members 
Mstep: Class 55 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147517296.000000 Penalty: 190796.203125
Iteration 149Q: 56 clusters Score -1.475173e+08 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 15358 members 
Mstep: Class 3 contains 27220 members 
Mstep: Class 4 contains 35800 members 
Mstep: Class 5 contains 21564 members 
Mstep: Class 6 contains 8263 members 
Mstep: Class 7 contains 2493 members 
Mstep: Class 8 contains 48392 members 
Mstep: Class 9 contains 30006 members 
Mstep: Class 10 contains 12290 members 
Mstep: Class 11 contains 4378 members 
Mstep: Class 12 contains 225767 members 
Mstep: Class 13 contains 9514 members 
Mstep: Class 14 contains 5416 members 
Mstep: Class 15 contains 26557 members 
Mstep: Class 16 contains 9389 members 
Mstep: Class 17 contains 10327 members 
Mstep: Class 18 contains 10386 members 
Mstep: Class 19 contains 163741 members 
Mstep: Class 20 contains 41755 members 
Mstep: Class 21 contains 13036 members 
Mstep: Class 22 contains 260 members 
Mstep: Class 23 contains 10742 members 
Mstep: Class 24 contains 4149 members 
Mstep: Class 25 contains 6439 members 
Mstep: Class 26 contains 60590 members 
Mstep: Class 27 contains 9595 members 
Mstep: Class 28 contains 6819 members 
Mstep: Class 29 contains 5269 members 
Mstep: Class 30 contains 8662 members 
Mstep: Class 31 contains 701 members 
Mstep: Class 32 contains 2280 members 
Mstep: Class 33 contains 1801 members 
Mstep: Class 34 contains 8908 members 
Mstep: Class 35 contains 197870 members 
Mstep: Class 36 contains 2871 members 
Mstep: Class 37 contains 4578 members 
Mstep: Class 38 contains 3049 members 
Mstep: Class 39 contains 551 members 
Mstep: Class 40 contains 9872 members 
Mstep: Class 41 contains 27372 members 
Mstep: Class 42 contains 5041 members 
Mstep: Class 43 contains 12568 members 
Mstep: Class 44 contains 791 members 
Mstep: Class 45 contains 3755 members 
Mstep: Class 46 contains 2012 members 
Mstep: Class 47 contains 13647 members 
Mstep: Class 48 contains 421 members 
Mstep: Class 49 contains 4099 members 
Mstep: Class 50 contains 965 members 
Mstep: Class 51 contains 1899 members 
Mstep: Class 52 contains 37093 members 
Mstep: Class 53 contains 742 members 
Mstep: Class 54 contains 7000 members 
Mstep: Class 55 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147517040.000000 Penalty: 190796.203125
Iteration 150Q: 56 clusters Score -1.47517e+08 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 15360 members 
Mstep: Class 3 contains 27205 members 
Mstep: Class 4 contains 35797 members 
Mstep: Class 5 contains 21560 members 
Mstep: Class 6 contains 8261 members 
Mstep: Class 7 contains 2493 members 
Mstep: Class 8 contains 48396 members 
Mstep: Class 9 contains 30006 members 
Mstep: Class 10 contains 12286 members 
Mstep: Class 11 contains 4378 members 
Mstep: Class 12 contains 225768 members 
Mstep: Class 13 contains 9505 members 
Mstep: Class 14 contains 5416 members 
Mstep: Class 15 contains 26591 members 
Mstep: Class 16 contains 9393 members 
Mstep: Class 17 contains 10307 members 
Mstep: Class 18 contains 10388 members 
Mstep: Class 19 contains 163709 members 
Mstep: Class 20 contains 41761 members 
Mstep: Class 21 contains 13038 members 
Mstep: Class 22 contains 260 members 
Mstep: Class 23 contains 10743 members 
Mstep: Class 24 contains 4149 members 
Mstep: Class 25 contains 6449 members 
Mstep: Class 26 contains 60594 members 
Mstep: Class 27 contains 9599 members 
Mstep: Class 28 contains 6820 members 
Mstep: Class 29 contains 5274 members 
Mstep: Class 30 contains 8661 members 
Mstep: Class 31 contains 701 members 
Mstep: Class 32 contains 2278 members 
Mstep: Class 33 contains 1801 members 
Mstep: Class 34 contains 8909 members 
Mstep: Class 35 contains 197819 members 
Mstep: Class 36 contains 2870 members 
Mstep: Class 37 contains 4582 members 
Mstep: Class 38 contains 3049 members 
Mstep: Class 39 contains 551 members 
Mstep: Class 40 contains 9871 members 
Mstep: Class 41 contains 27371 members 
Mstep: Class 42 contains 5038 members 
Mstep: Class 43 contains 12566 members 
Mstep: Class 44 contains 791 members 
Mstep: Class 45 contains 3754 members 
Mstep: Class 46 contains 2012 members 
Mstep: Class 47 contains 13669 members 
Mstep: Class 48 contains 421 members 
Mstep: Class 49 contains 4100 members 
Mstep: Class 50 contains 965 members 
Mstep: Class 51 contains 1901 members 
Mstep: Class 52 contains 37127 members 
Mstep: Class 53 contains 742 members 
Mstep: Class 54 contains 7005 members 
Mstep: Class 55 contains 850 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147517216.000000 Penalty: 190796.203125
Iteration 151Q: 56 clusters Score -1.475172e+08 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 15359 members 
Mstep: Class 3 contains 27203 members 
Mstep: Class 4 contains 35790 members 
Mstep: Class 5 contains 21558 members 
Mstep: Class 6 contains 8261 members 
Mstep: Class 7 contains 2493 members 
Mstep: Class 8 contains 48398 members 
Mstep: Class 9 contains 30002 members 
Mstep: Class 10 contains 12285 members 
Mstep: Class 11 contains 4379 members 
Mstep: Class 12 contains 225774 members 
Mstep: Class 13 contains 9498 members 
Mstep: Class 14 contains 5417 members 
Mstep: Class 15 contains 26617 members 
Mstep: Class 16 contains 9399 members 
Mstep: Class 17 contains 10291 members 
Mstep: Class 18 contains 10390 members 
Mstep: Class 19 contains 163687 members 
Mstep: Class 20 contains 41757 members 
Mstep: Class 21 contains 13029 members 
Mstep: Class 22 contains 260 members 
Mstep: Class 23 contains 10743 members 
Mstep: Class 24 contains 4149 members 
Mstep: Class 25 contains 6456 members 
Mstep: Class 26 contains 60594 members 
Mstep: Class 27 contains 9601 members 
Mstep: Class 28 contains 6822 members 
Mstep: Class 29 contains 5275 members 
Mstep: Class 30 contains 8659 members 
Mstep: Class 31 contains 701 members 
Mstep: Class 32 contains 2274 members 
Mstep: Class 33 contains 1801 members 
Mstep: Class 34 contains 8909 members 
Mstep: Class 35 contains 197783 members 
Mstep: Class 36 contains 2870 members 
Mstep: Class 37 contains 4585 members 
Mstep: Class 38 contains 3049 members 
Mstep: Class 39 contains 551 members 
Mstep: Class 40 contains 9876 members 
Mstep: Class 41 contains 27365 members 
Mstep: Class 42 contains 5037 members 
Mstep: Class 43 contains 12568 members 
Mstep: Class 44 contains 794 members 
Mstep: Class 45 contains 3753 members 
Mstep: Class 46 contains 2013 members 
Mstep: Class 47 contains 13682 members 
Mstep: Class 48 contains 421 members 
Mstep: Class 49 contains 4100 members 
Mstep: Class 50 contains 965 members 
Mstep: Class 51 contains 1901 members 
Mstep: Class 52 contains 37164 members 
Mstep: Class 53 contains 742 members 
Mstep: Class 54 contains 7009 members 
Mstep: Class 55 contains 850 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147517312.000000 Penalty: 190796.203125
Iteration 152Q: 56 clusters Score -1.475173e+08 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 15360 members 
Mstep: Class 3 contains 27197 members 
Mstep: Class 4 contains 35781 members 
Mstep: Class 5 contains 21555 members 
Mstep: Class 6 contains 8268 members 
Mstep: Class 7 contains 2495 members 
Mstep: Class 8 contains 48400 members 
Mstep: Class 9 contains 29999 members 
Mstep: Class 10 contains 12283 members 
Mstep: Class 11 contains 4381 members 
Mstep: Class 12 contains 225776 members 
Mstep: Class 13 contains 9489 members 
Mstep: Class 14 contains 5418 members 
Mstep: Class 15 contains 26639 members 
Mstep: Class 16 contains 9407 members 
Mstep: Class 17 contains 10275 members 
Mstep: Class 18 contains 10390 members 
Mstep: Class 19 contains 163661 members 
Mstep: Class 20 contains 41754 members 
Mstep: Class 21 contains 13025 members 
Mstep: Class 22 contains 261 members 
Mstep: Class 23 contains 10744 members 
Mstep: Class 24 contains 4149 members 
Mstep: Class 25 contains 6465 members 
Mstep: Class 26 contains 60596 members 
Mstep: Class 27 contains 9603 members 
Mstep: Class 28 contains 6822 members 
Mstep: Class 29 contains 5277 members 
Mstep: Class 30 contains 8661 members 
Mstep: Class 31 contains 701 members 
Mstep: Class 32 contains 2269 members 
Mstep: Class 33 contains 1801 members 
Mstep: Class 34 contains 8907 members 
Mstep: Class 35 contains 197746 members 
Mstep: Class 36 contains 2869 members 
Mstep: Class 37 contains 4587 members 
Mstep: Class 38 contains 3049 members 
Mstep: Class 39 contains 551 members 
Mstep: Class 40 contains 9876 members 
Mstep: Class 41 contains 27361 members 
Mstep: Class 42 contains 5038 members 
Mstep: Class 43 contains 12568 members 
Mstep: Class 44 contains 793 members 
Mstep: Class 45 contains 3754 members 
Mstep: Class 46 contains 2012 members 
Mstep: Class 47 contains 13699 members 
Mstep: Class 48 contains 421 members 
Mstep: Class 49 contains 4101 members 
Mstep: Class 50 contains 965 members 
Mstep: Class 51 contains 1900 members 
Mstep: Class 52 contains 37204 members 
Mstep: Class 53 contains 742 members 
Mstep: Class 54 contains 7014 members 
Mstep: Class 55 contains 850 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147517152.000000 Penalty: 190796.203125
Iteration 153Q: 56 clusters Score -1.475172e+08 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 15359 members 
Mstep: Class 3 contains 27194 members 
Mstep: Class 4 contains 35777 members 
Mstep: Class 5 contains 21551 members 
Mstep: Class 6 contains 8272 members 
Mstep: Class 7 contains 2495 members 
Mstep: Class 8 contains 48413 members 
Mstep: Class 9 contains 29998 members 
Mstep: Class 10 contains 12278 members 
Mstep: Class 11 contains 4381 members 
Mstep: Class 12 contains 225769 members 
Mstep: Class 13 contains 9479 members 
Mstep: Class 14 contains 5418 members 
Mstep: Class 15 contains 26665 members 
Mstep: Class 16 contains 9408 members 
Mstep: Class 17 contains 10259 members 
Mstep: Class 18 contains 10392 members 
Mstep: Class 19 contains 163638 members 
Mstep: Class 20 contains 41751 members 
Mstep: Class 21 contains 13023 members 
Mstep: Class 22 contains 262 members 
Mstep: Class 23 contains 10742 members 
Mstep: Class 24 contains 4149 members 
Mstep: Class 25 contains 6483 members 
Mstep: Class 26 contains 60589 members 
Mstep: Class 27 contains 9603 members 
Mstep: Class 28 contains 6822 members 
Mstep: Class 29 contains 5279 members 
Mstep: Class 30 contains 8661 members 
Mstep: Class 31 contains 700 members 
Mstep: Class 32 contains 2265 members 
Mstep: Class 33 contains 1801 members 
Mstep: Class 34 contains 8906 members 
Mstep: Class 35 contains 197716 members 
Mstep: Class 36 contains 2871 members 
Mstep: Class 37 contains 4591 members 
Mstep: Class 38 contains 3049 members 
Mstep: Class 39 contains 551 members 
Mstep: Class 40 contains 9875 members 
Mstep: Class 41 contains 27360 members 
Mstep: Class 42 contains 5041 members 
Mstep: Class 43 contains 12567 members 
Mstep: Class 44 contains 794 members 
Mstep: Class 45 contains 3753 members 
Mstep: Class 46 contains 2012 members 
Mstep: Class 47 contains 13711 members 
Mstep: Class 48 contains 421 members 
Mstep: Class 49 contains 4103 members 
Mstep: Class 50 contains 965 members 
Mstep: Class 51 contains 1900 members 
Mstep: Class 52 contains 37232 members 
Mstep: Class 53 contains 742 members 
Mstep: Class 54 contains 7024 members 
Mstep: Class 55 contains 849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147517392.000000 Penalty: 190796.203125
Iteration 154Q: 56 clusters Score -1.475174e+08 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 15358 members 
Mstep: Class 3 contains 27190 members 
Mstep: Class 4 contains 35773 members 
Mstep: Class 5 contains 21543 members 
Mstep: Class 6 contains 8280 members 
Mstep: Class 7 contains 2495 members 
Mstep: Class 8 contains 48421 members 
Mstep: Class 9 contains 29997 members 
Mstep: Class 10 contains 12271 members 
Mstep: Class 11 contains 4382 members 
Mstep: Class 12 contains 225767 members 
Mstep: Class 13 contains 9468 members 
Mstep: Class 14 contains 5419 members 
Mstep: Class 15 contains 26685 members 
Mstep: Class 16 contains 9411 members 
Mstep: Class 17 contains 10252 members 
Mstep: Class 18 contains 10394 members 
Mstep: Class 19 contains 163610 members 
Mstep: Class 20 contains 41748 members 
Mstep: Class 21 contains 13013 members 
Mstep: Class 22 contains 262 members 
Mstep: Class 23 contains 10741 members 
Mstep: Class 24 contains 4149 members 
Mstep: Class 25 contains 6497 members 
Mstep: Class 26 contains 60594 members 
Mstep: Class 27 contains 9604 members 
Mstep: Class 28 contains 6821 members 
Mstep: Class 29 contains 5281 members 
Mstep: Class 30 contains 8661 members 
Mstep: Class 31 contains 700 members 
Mstep: Class 32 contains 2257 members 
Mstep: Class 33 contains 1801 members 
Mstep: Class 34 contains 8905 members 
Mstep: Class 35 contains 197693 members 
Mstep: Class 36 contains 2874 members 
Mstep: Class 37 contains 4595 members 
Mstep: Class 38 contains 3049 members 
Mstep: Class 39 contains 551 members 
Mstep: Class 40 contains 9874 members 
Mstep: Class 41 contains 27360 members 
Mstep: Class 42 contains 5043 members 
Mstep: Class 43 contains 12567 members 
Mstep: Class 44 contains 794 members 
Mstep: Class 45 contains 3753 members 
Mstep: Class 46 contains 2012 members 
Mstep: Class 47 contains 13720 members 
Mstep: Class 48 contains 421 members 
Mstep: Class 49 contains 4108 members 
Mstep: Class 50 contains 965 members 
Mstep: Class 51 contains 1900 members 
Mstep: Class 52 contains 37258 members 
Mstep: Class 53 contains 742 members 
Mstep: Class 54 contains 7032 members 
Mstep: Class 55 contains 849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147517344.000000 Penalty: 190796.203125
Iteration 155Q: 56 clusters Score -1.475173e+08 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 15358 members 
Mstep: Class 3 contains 27185 members 
Mstep: Class 4 contains 35767 members 
Mstep: Class 5 contains 21538 members 
Mstep: Class 6 contains 8286 members 
Mstep: Class 7 contains 2495 members 
Mstep: Class 8 contains 48429 members 
Mstep: Class 9 contains 29994 members 
Mstep: Class 10 contains 12264 members 
Mstep: Class 11 contains 4382 members 
Mstep: Class 12 contains 225761 members 
Mstep: Class 13 contains 9457 members 
Mstep: Class 14 contains 5419 members 
Mstep: Class 15 contains 26710 members 
Mstep: Class 16 contains 9410 members 
Mstep: Class 17 contains 10249 members 
Mstep: Class 18 contains 10395 members 
Mstep: Class 19 contains 163591 members 
Mstep: Class 20 contains 41739 members 
Mstep: Class 21 contains 13013 members 
Mstep: Class 22 contains 262 members 
Mstep: Class 23 contains 10743 members 
Mstep: Class 24 contains 4149 members 
Mstep: Class 25 contains 6504 members 
Mstep: Class 26 contains 60599 members 
Mstep: Class 27 contains 9605 members 
Mstep: Class 28 contains 6819 members 
Mstep: Class 29 contains 5284 members 
Mstep: Class 30 contains 8662 members 
Mstep: Class 31 contains 700 members 
Mstep: Class 32 contains 2252 members 
Mstep: Class 33 contains 1801 members 
Mstep: Class 34 contains 8905 members 
Mstep: Class 35 contains 197666 members 
Mstep: Class 36 contains 2875 members 
Mstep: Class 37 contains 4598 members 
Mstep: Class 38 contains 3049 members 
Mstep: Class 39 contains 551 members 
Mstep: Class 40 contains 9875 members 
Mstep: Class 41 contains 27360 members 
Mstep: Class 42 contains 5045 members 
Mstep: Class 43 contains 12567 members 
Mstep: Class 44 contains 794 members 
Mstep: Class 45 contains 3752 members 
Mstep: Class 46 contains 2011 members 
Mstep: Class 47 contains 13725 members 
Mstep: Class 48 contains 421 members 
Mstep: Class 49 contains 4111 members 
Mstep: Class 50 contains 965 members 
Mstep: Class 51 contains 1900 members 
Mstep: Class 52 contains 37286 members 
Mstep: Class 53 contains 742 members 
Mstep: Class 54 contains 7042 members 
Mstep: Class 55 contains 849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147517312.000000 Penalty: 190796.203125
Iteration 156Q: 56 clusters Score -1.475173e+08 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 15362 members 
Mstep: Class 3 contains 27182 members 
Mstep: Class 4 contains 35762 members 
Mstep: Class 5 contains 21528 members 
Mstep: Class 6 contains 8295 members 
Mstep: Class 7 contains 2495 members 
Mstep: Class 8 contains 48444 members 
Mstep: Class 9 contains 29992 members 
Mstep: Class 10 contains 12253 members 
Mstep: Class 11 contains 4382 members 
Mstep: Class 12 contains 225757 members 
Mstep: Class 13 contains 9460 members 
Mstep: Class 14 contains 5418 members 
Mstep: Class 15 contains 26731 members 
Mstep: Class 16 contains 9409 members 
Mstep: Class 17 contains 10246 members 
Mstep: Class 18 contains 10395 members 
Mstep: Class 19 contains 163576 members 
Mstep: Class 20 contains 41736 members 
Mstep: Class 21 contains 13011 members 
Mstep: Class 22 contains 262 members 
Mstep: Class 23 contains 10742 members 
Mstep: Class 24 contains 4149 members 
Mstep: Class 25 contains 6517 members 
Mstep: Class 26 contains 60597 members 
Mstep: Class 27 contains 9604 members 
Mstep: Class 28 contains 6818 members 
Mstep: Class 29 contains 5287 members 
Mstep: Class 30 contains 8665 members 
Mstep: Class 31 contains 700 members 
Mstep: Class 32 contains 2240 members 
Mstep: Class 33 contains 1801 members 
Mstep: Class 34 contains 8906 members 
Mstep: Class 35 contains 197635 members 
Mstep: Class 36 contains 2875 members 
Mstep: Class 37 contains 4600 members 
Mstep: Class 38 contains 3049 members 
Mstep: Class 39 contains 551 members 
Mstep: Class 40 contains 9873 members 
Mstep: Class 41 contains 27360 members 
Mstep: Class 42 contains 5047 members 
Mstep: Class 43 contains 12571 members 
Mstep: Class 44 contains 795 members 
Mstep: Class 45 contains 3752 members 
Mstep: Class 46 contains 2012 members 
Mstep: Class 47 contains 13729 members 
Mstep: Class 48 contains 421 members 
Mstep: Class 49 contains 4113 members 
Mstep: Class 50 contains 965 members 
Mstep: Class 51 contains 1901 members 
Mstep: Class 52 contains 37301 members 
Mstep: Class 53 contains 742 members 
Mstep: Class 54 contains 7046 members 
Mstep: Class 55 contains 849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147517760.000000 Penalty: 190796.203125
Iteration 157Q: 56 clusters Score -1.475178e+08 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 15365 members 
Mstep: Class 3 contains 27179 members 
Mstep: Class 4 contains 35756 members 
Mstep: Class 5 contains 21520 members 
Mstep: Class 6 contains 8314 members 
Mstep: Class 7 contains 2495 members 
Mstep: Class 8 contains 48465 members 
Mstep: Class 9 contains 29991 members 
Mstep: Class 10 contains 12243 members 
Mstep: Class 11 contains 4383 members 
Mstep: Class 12 contains 225754 members 
Mstep: Class 13 contains 9457 members 
Mstep: Class 14 contains 5417 members 
Mstep: Class 15 contains 26749 members 
Mstep: Class 16 contains 9412 members 
Mstep: Class 17 contains 10240 members 
Mstep: Class 18 contains 10396 members 
Mstep: Class 19 contains 163556 members 
Mstep: Class 20 contains 41735 members 
Mstep: Class 21 contains 13002 members 
Mstep: Class 22 contains 262 members 
Mstep: Class 23 contains 10741 members 
Mstep: Class 24 contains 4149 members 
Mstep: Class 25 contains 6525 members 
Mstep: Class 26 contains 60596 members 
Mstep: Class 27 contains 9602 members 
Mstep: Class 28 contains 6818 members 
Mstep: Class 29 contains 5288 members 
Mstep: Class 30 contains 8669 members 
Mstep: Class 31 contains 700 members 
Mstep: Class 32 contains 2222 members 
Mstep: Class 33 contains 1801 members 
Mstep: Class 34 contains 8907 members 
Mstep: Class 35 contains 197612 members 
Mstep: Class 36 contains 2875 members 
Mstep: Class 37 contains 4601 members 
Mstep: Class 38 contains 3049 members 
Mstep: Class 39 contains 551 members 
Mstep: Class 40 contains 9870 members 
Mstep: Class 41 contains 27360 members 
Mstep: Class 42 contains 5047 members 
Mstep: Class 43 contains 12572 members 
Mstep: Class 44 contains 794 members 
Mstep: Class 45 contains 3752 members 
Mstep: Class 46 contains 2011 members 
Mstep: Class 47 contains 13732 members 
Mstep: Class 48 contains 421 members 
Mstep: Class 49 contains 4114 members 
Mstep: Class 50 contains 965 members 
Mstep: Class 51 contains 1902 members 
Mstep: Class 52 contains 37325 members 
Mstep: Class 53 contains 742 members 
Mstep: Class 54 contains 7056 members 
Mstep: Class 55 contains 849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147517424.000000 Penalty: 190796.203125
Iteration 158Q: 56 clusters Score -1.475174e+08 nChanged 225
Entering ConstructFrom: 
Score: -147517424.000000 Penalty: 190796.203125
Entering ConstructFrom: 
Trying to split cluster 1 (3281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Entering Unmasked Estep 
Score: -402704.250000 Penalty: 2007.784058
	Iteration 0F: 2 clusters Score -402704.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -399273.812500 Penalty: 4015.568115
	Iteration 0F: 3 clusters Score -399273.8 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -399972.343750 Penalty: 4015.568115
	Iteration 1F: 3 clusters Score -399972.3 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -400154.062500 Penalty: 4015.568115
	Iteration 2F: 3 clusters Score -400154.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -400265.375000 Penalty: 4015.568115
	Iteration 3F: 3 clusters Score -400265.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -400343.093750 Penalty: 4015.568115
	Iteration 4Q: 3 clusters Score -400343.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -400405.218750 Penalty: 4015.568115
	Iteration 5Q: 3 clusters Score -400405.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -400454.000000 Penalty: 4015.568115
	Iteration 6Q: 3 clusters Score -400454 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -400488.125000 Penalty: 4015.568115
	Iteration 7Q: 3 clusters Score -400488.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -400512.625000 Penalty: 4015.568115
	Iteration 8Q: 3 clusters Score -400512.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -400532.531250 Penalty: 4015.568115
	Iteration 9Q: 3 clusters Score -400532.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -400551.562500 Penalty: 4015.568115
	Iteration 10Q: 3 clusters Score -400551.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -400571.437500 Penalty: 4015.568115
	Iteration 11Q: 3 clusters Score -400571.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -400592.062500 Penalty: 4015.568115
	Iteration 12Q: 3 clusters Score -400592.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -400602.781250 Penalty: 4015.568115
	Iteration 13Q: 3 clusters Score -400602.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -400615.312500 Penalty: 4015.568115
	Iteration 14Q: 3 clusters Score -400615.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -400628.968750 Penalty: 4015.568115
	Iteration 15Q: 3 clusters Score -400629 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -400641.968750 Penalty: 4015.568115
	Iteration 16Q: 3 clusters Score -400642 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -400653.937500 Penalty: 4015.568115
	Iteration 17Q: 3 clusters Score -400653.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -400666.406250 Penalty: 4015.568115
	Iteration 18Q: 3 clusters Score -400666.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -400680.093750 Penalty: 4015.568115
	Iteration 19Q: 3 clusters Score -400680.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -400700.125000 Penalty: 4015.568115
	Iteration 20F: 3 clusters Score -400700.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -400727.968750 Penalty: 4015.568115
	Iteration 21Q: 3 clusters Score -400728 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -400756.218750 Penalty: 4015.568115
	Iteration 22Q: 3 clusters Score -400756.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -400785.031250 Penalty: 4015.568115
	Iteration 23Q: 3 clusters Score -400785 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -400808.468750 Penalty: 4015.568115
	Iteration 24Q: 3 clusters Score -400808.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -400837.531250 Penalty: 4015.568115
	Iteration 25Q: 3 clusters Score -400837.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -400872.781250 Penalty: 4015.568115
	Iteration 26Q: 3 clusters Score -400872.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -400925.093750 Penalty: 4015.568115
	Iteration 27Q: 3 clusters Score -400925.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -400974.625000 Penalty: 4015.568115
	Iteration 28Q: 3 clusters Score -400974.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -401015.687500 Penalty: 4015.568115
	Iteration 29Q: 3 clusters Score -401015.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -401060.031250 Penalty: 4015.568115
	Iteration 30Q: 3 clusters Score -401060 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -401104.500000 Penalty: 4015.568115
	Iteration 31Q: 3 clusters Score -401104.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -401149.875000 Penalty: 4015.568115
	Iteration 32Q: 3 clusters Score -401149.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -401185.062500 Penalty: 4015.568115
	Iteration 33Q: 3 clusters Score -401185.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -401209.687500 Penalty: 4015.568115
	Iteration 34Q: 3 clusters Score -401209.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -401228.781250 Penalty: 4015.568115
	Iteration 35Q: 3 clusters Score -401228.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -401242.468750 Penalty: 4015.568115
	Iteration 36Q: 3 clusters Score -401242.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -401249.781250 Penalty: 4015.568115
	Iteration 37Q: 3 clusters Score -401249.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -401257.218750 Penalty: 4015.568115
	Iteration 38Q: 3 clusters Score -401257.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -401265.937500 Penalty: 4015.568115
	Iteration 39Q: 3 clusters Score -401265.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -401271.281250 Penalty: 4015.568115
	Iteration 40F: 3 clusters Score -401271.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -401276.718750 Penalty: 4015.568115
	Iteration 41Q: 3 clusters Score -401276.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -401280.687500 Penalty: 4015.568115
	Iteration 42Q: 3 clusters Score -401280.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -401283.718750 Penalty: 4015.568115
	Iteration 43Q: 3 clusters Score -401283.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -401286.281250 Penalty: 4015.568115
	Iteration 44Q: 3 clusters Score -401286.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -401287.937500 Penalty: 4015.568115
	Iteration 45Q: 3 clusters Score -401287.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -401289.156250 Penalty: 4015.568115
	Iteration 46Q: 3 clusters Score -401289.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -401289.562500 Penalty: 4015.568115
	Iteration 47Q: 3 clusters Score -401289.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -401291.687500 Penalty: 4015.568115
	Iteration 48Q: 3 clusters Score -401291.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -401293.718750 Penalty: 4015.568115
	Iteration 49Q: 3 clusters Score -401293.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -401293.718750 Penalty: 4015.568115
	Iteration 50F: 3 clusters Score -401293.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (15366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15366 members 
Entering Unmasked Estep 
Score: -1944536.500000 Penalty: 2390.698242
	Iteration 0F: 2 clusters Score -1944536 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -1933419.125000 Penalty: 4781.396484
	Iteration 0F: 3 clusters Score -1933419 nChanged 6647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -1936872.375000 Penalty: 4781.396484
	Iteration 1F: 3 clusters Score -1936872 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -1937299.000000 Penalty: 4781.396484
	Iteration 2F: 3 clusters Score -1937299 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -1937719.125000 Penalty: 4781.396484
	Iteration 3F: 3 clusters Score -1937719 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -1938234.375000 Penalty: 4781.396484
	Iteration 4F: 3 clusters Score -1938234 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -1938872.875000 Penalty: 4781.396484
	Iteration 5F: 3 clusters Score -1938873 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -1939654.000000 Penalty: 4781.396484
	Iteration 6F: 3 clusters Score -1939654 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10330 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -1940429.750000 Penalty: 4781.396484
	Iteration 7F: 3 clusters Score -1940430 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10801 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -1941029.000000 Penalty: 4781.396484
	Iteration 8F: 3 clusters Score -1941029 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11097 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -1941439.875000 Penalty: 4781.396484
	Iteration 9Q: 3 clusters Score -1941440 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11279 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -1941660.250000 Penalty: 4781.396484
	Iteration 10Q: 3 clusters Score -1941660 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11355 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -1941769.750000 Penalty: 4781.396484
	Iteration 11Q: 3 clusters Score -1941770 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11389 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -1941820.500000 Penalty: 4781.396484
	Iteration 12Q: 3 clusters Score -1941820 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11415 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -1941849.875000 Penalty: 4781.396484
	Iteration 13Q: 3 clusters Score -1941850 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11442 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -1941869.750000 Penalty: 4781.396484
	Iteration 14Q: 3 clusters Score -1941870 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11458 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -1941884.250000 Penalty: 4781.396484
	Iteration 15Q: 3 clusters Score -1941884 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11471 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -1941893.125000 Penalty: 4781.396484
	Iteration 16Q: 3 clusters Score -1941893 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11478 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -1941893.500000 Penalty: 4781.396484
	Iteration 17Q: 3 clusters Score -1941894 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -1941901.375000 Penalty: 4781.396484
	Iteration 18Q: 3 clusters Score -1941901 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11494 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -1941903.250000 Penalty: 4781.396484
	Iteration 19Q: 3 clusters Score -1941903 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11502 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -1941904.750000 Penalty: 4781.396484
	Iteration 20F: 3 clusters Score -1941905 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11511 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -1941904.750000 Penalty: 4781.396484
	Iteration 21Q: 3 clusters Score -1941905 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11515 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -1941906.625000 Penalty: 4781.396484
	Iteration 22Q: 3 clusters Score -1941907 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11516 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -1941906.500000 Penalty: 4781.396484
	Iteration 23Q: 3 clusters Score -1941906 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11523 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -1941903.375000 Penalty: 4781.396484
	Iteration 24Q: 3 clusters Score -1941903 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11528 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -1941907.250000 Penalty: 4781.396484
	Iteration 25Q: 3 clusters Score -1941907 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11530 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -1941905.500000 Penalty: 4781.396484
	Iteration 26Q: 3 clusters Score -1941906 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11533 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -1941909.500000 Penalty: 4781.396484
	Iteration 27Q: 3 clusters Score -1941910 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11536 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -1941905.500000 Penalty: 4781.396484
	Iteration 28Q: 3 clusters Score -1941906 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11538 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -1941907.625000 Penalty: 4781.396484
	Iteration 29Q: 3 clusters Score -1941908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11540 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -1941906.375000 Penalty: 4781.396484
	Iteration 30Q: 3 clusters Score -1941906 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11541 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -1941908.250000 Penalty: 4781.396484
	Iteration 31Q: 3 clusters Score -1941908 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11542 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -1941908.625000 Penalty: 4781.396484
	Iteration 32Q: 3 clusters Score -1941909 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11542 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -1941908.125000 Penalty: 4781.396484
	Iteration 33Q: 3 clusters Score -1941908 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11543 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -1941910.250000 Penalty: 4781.396484
	Iteration 34Q: 3 clusters Score -1941910 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11542 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -1941909.500000 Penalty: 4781.396484
	Iteration 35Q: 3 clusters Score -1941910 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11542 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -1941909.500000 Penalty: 4781.396484
	Iteration 36F: 3 clusters Score -1941910 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (27175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27175 members 
Entering Unmasked Estep 
Score: -3458753.000000 Penalty: 2532.093018
	Iteration 0F: 2 clusters Score -3458753 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13586 members 
Mstep: Class 2 contains 13589 members 
Entering Unmasked Estep 
Score: -3440096.750000 Penalty: 5064.186035
	Iteration 0F: 3 clusters Score -3440097 nChanged 12144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13804 members 
Mstep: Class 2 contains 13371 members 
Entering Unmasked Estep 
Score: -3446583.000000 Penalty: 5064.186035
	Iteration 1F: 3 clusters Score -3446583 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13922 members 
Mstep: Class 2 contains 13253 members 
Entering Unmasked Estep 
Score: -3447074.000000 Penalty: 5064.186035
	Iteration 2F: 3 clusters Score -3447074 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14050 members 
Mstep: Class 2 contains 13125 members 
Entering Unmasked Estep 
Score: -3447534.500000 Penalty: 5064.186035
	Iteration 3Q: 3 clusters Score -3447534 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14221 members 
Mstep: Class 2 contains 12954 members 
Entering Unmasked Estep 
Score: -3447983.750000 Penalty: 5064.186035
	Iteration 4Q: 3 clusters Score -3447984 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14424 members 
Mstep: Class 2 contains 12751 members 
Entering Unmasked Estep 
Score: -3448427.000000 Penalty: 5064.186035
	Iteration 5Q: 3 clusters Score -3448427 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14663 members 
Mstep: Class 2 contains 12512 members 
Entering Unmasked Estep 
Score: -3448949.500000 Penalty: 5064.186035
	Iteration 6Q: 3 clusters Score -3448950 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14919 members 
Mstep: Class 2 contains 12256 members 
Entering Unmasked Estep 
Score: -3449592.250000 Penalty: 5064.186035
	Iteration 7Q: 3 clusters Score -3449592 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15186 members 
Mstep: Class 2 contains 11989 members 
Entering Unmasked Estep 
Score: -3450365.750000 Penalty: 5064.186035
	Iteration 8Q: 3 clusters Score -3450366 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15417 members 
Mstep: Class 2 contains 11758 members 
Entering Unmasked Estep 
Score: -3451285.250000 Penalty: 5064.186035
	Iteration 9F: 3 clusters Score -3451285 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15564 members 
Mstep: Class 2 contains 11611 members 
Entering Unmasked Estep 
Score: -3452356.500000 Penalty: 5064.186035
	Iteration 10F: 3 clusters Score -3452356 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15681 members 
Mstep: Class 2 contains 11494 members 
Entering Unmasked Estep 
Score: -3453289.250000 Penalty: 5064.186035
	Iteration 11Q: 3 clusters Score -3453289 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15714 members 
Mstep: Class 2 contains 11461 members 
Entering Unmasked Estep 
Score: -3453849.000000 Penalty: 5064.186035
	Iteration 12Q: 3 clusters Score -3453849 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15778 members 
Mstep: Class 2 contains 11397 members 
Entering Unmasked Estep 
Score: -3454139.750000 Penalty: 5064.186035
	Iteration 13Q: 3 clusters Score -3454140 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15841 members 
Mstep: Class 2 contains 11334 members 
Entering Unmasked Estep 
Score: -3454305.000000 Penalty: 5064.186035
	Iteration 14Q: 3 clusters Score -3454305 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15918 members 
Mstep: Class 2 contains 11257 members 
Entering Unmasked Estep 
Score: -3454401.750000 Penalty: 5064.186035
	Iteration 15Q: 3 clusters Score -3454402 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16015 members 
Mstep: Class 2 contains 11160 members 
Entering Unmasked Estep 
Score: -3454464.750000 Penalty: 5064.186035
	Iteration 16Q: 3 clusters Score -3454465 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16112 members 
Mstep: Class 2 contains 11063 members 
Entering Unmasked Estep 
Score: -3454523.750000 Penalty: 5064.186035
	Iteration 17Q: 3 clusters Score -3454524 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16201 members 
Mstep: Class 2 contains 10974 members 
Entering Unmasked Estep 
Score: -3454579.500000 Penalty: 5064.186035
	Iteration 18Q: 3 clusters Score -3454580 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16291 members 
Mstep: Class 2 contains 10884 members 
Entering Unmasked Estep 
Score: -3454635.500000 Penalty: 5064.186035
	Iteration 19Q: 3 clusters Score -3454636 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16405 members 
Mstep: Class 2 contains 10770 members 
Entering Unmasked Estep 
Score: -3454679.250000 Penalty: 5064.186035
	Iteration 20F: 3 clusters Score -3454679 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16529 members 
Mstep: Class 2 contains 10646 members 
Entering Unmasked Estep 
Score: -3454714.500000 Penalty: 5064.186035
	Iteration 21Q: 3 clusters Score -3454714 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16633 members 
Mstep: Class 2 contains 10542 members 
Entering Unmasked Estep 
Score: -3454746.750000 Penalty: 5064.186035
	Iteration 22Q: 3 clusters Score -3454747 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16736 members 
Mstep: Class 2 contains 10439 members 
Entering Unmasked Estep 
Score: -3454782.000000 Penalty: 5064.186035
	Iteration 23Q: 3 clusters Score -3454782 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16841 members 
Mstep: Class 2 contains 10334 members 
Entering Unmasked Estep 
Score: -3454803.000000 Penalty: 5064.186035
	Iteration 24Q: 3 clusters Score -3454803 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16953 members 
Mstep: Class 2 contains 10222 members 
Entering Unmasked Estep 
Score: -3454849.250000 Penalty: 5064.186035
	Iteration 25Q: 3 clusters Score -3454849 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -3454873.500000 Penalty: 5064.186035
	Iteration 26Q: 3 clusters Score -3454874 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17166 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -3454902.250000 Penalty: 5064.186035
	Iteration 27Q: 3 clusters Score -3454902 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17262 members 
Mstep: Class 2 contains 9913 members 
Entering Unmasked Estep 
Score: -3454928.250000 Penalty: 5064.186035
	Iteration 28Q: 3 clusters Score -3454928 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17357 members 
Mstep: Class 2 contains 9818 members 
Entering Unmasked Estep 
Score: -3454942.250000 Penalty: 5064.186035
	Iteration 29Q: 3 clusters Score -3454942 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17444 members 
Mstep: Class 2 contains 9731 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -3454958 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17526 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -3454973 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17593 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -3454973 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17659 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -3454979 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17717 members 
Mstep: Class 2 contains 9458 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -3455000 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17776 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -3454995 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17826 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -3455000 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17884 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -3455005 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17961 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -3455026 nChanged 61
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18012 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -3455029 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18064 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -3455040 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18117 members 
Mstep: Class 2 contains 9058 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -3455045 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18169 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -3455052 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18216 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -3455054 nChanged 66
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18278 members 
Mstep: Class 2 contains 8897 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -3455070 nChanged 77
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18347 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -3455079 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18427 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -3455108 nChanged 88
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18511 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -3455108 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18601 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -3455119 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18678 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -3455132 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18739 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -3455148 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18803 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -3455160.750000 Penalty: 5064.186035
	Iteration 51Q: 3 clusters Score -3455161 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18848 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -3455152 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18893 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -3455166 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18935 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -3455166 nChanged 49
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18982 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -3455165 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19021 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -3455175 nChanged 39
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19060 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -3455180 nChanged 32
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Mstep: Class 1 contains 19088 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -3455181 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19122 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -3455184 nChanged 28
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Mstep: Class 1 contains 19150 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -3455184 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19175 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -3455189 nChanged 28
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19203 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -3455196 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19239 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -3455210 nChanged 28
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Mstep: Class 1 contains 19265 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -3455204 nChanged 31
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19294 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -3455210 nChanged 28
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19322 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -3455217 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19353 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -3455227 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19391 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -3455227 nChanged 44
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19433 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -3455225 nChanged 51
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19484 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -3455231 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19532 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -3455232 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19571 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -3455229 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19600 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -3455234 nChanged 32
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19632 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -3455230 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19667 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -3455237.250000 Penalty: 5064.186035
	Iteration 75Q: 3 clusters Score -3455237 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19703 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -3455254 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19731 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -3455248 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19758 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -3455248 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19791 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -3455253 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19842 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -3455256.000000 Penalty: 5064.186035
	Iteration 80F: 3 clusters Score -3455256 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19885 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -3455256 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19923 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -3455271.000000 Penalty: 5064.186035
	Iteration 82Q: 3 clusters Score -3455271 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19962 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -3455266 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19994 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -3455272 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20028 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -3455274 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20071 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -3455282.250000 Penalty: 5064.186035
	Iteration 86Q: 3 clusters Score -3455282 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20114 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -3455293.250000 Penalty: 5064.186035
	Iteration 87Q: 3 clusters Score -3455293 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20158 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -3455307 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20199 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -3455307 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20234 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -3455307 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20274 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -3455305 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20320 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -3455313.250000 Penalty: 5064.186035
	Iteration 92Q: 3 clusters Score -3455313 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20357 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -3455321.500000 Penalty: 5064.186035
	Iteration 93Q: 3 clusters Score -3455322 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20403 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -3455329.750000 Penalty: 5064.186035
	Iteration 94Q: 3 clusters Score -3455330 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20440 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -3455335.750000 Penalty: 5064.186035
	Iteration 95Q: 3 clusters Score -3455336 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20486 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -3455347.000000 Penalty: 5064.186035
	Iteration 96Q: 3 clusters Score -3455347 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20533 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -3455354.750000 Penalty: 5064.186035
	Iteration 97Q: 3 clusters Score -3455355 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20597 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -3455368.500000 Penalty: 5064.186035
	Iteration 98Q: 3 clusters Score -3455368 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20651 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -3455366.250000 Penalty: 5064.186035
	Iteration 99Q: 3 clusters Score -3455366 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20708 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -3455374.750000 Penalty: 5064.186035
	Iteration 100F: 3 clusters Score -3455375 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20757 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -3455378.250000 Penalty: 5064.186035
	Iteration 101Q: 3 clusters Score -3455378 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20805 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -3455384.250000 Penalty: 5064.186035
	Iteration 102Q: 3 clusters Score -3455384 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20866 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -3455401.750000 Penalty: 5064.186035
	Iteration 103Q: 3 clusters Score -3455402 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20923 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -3455406.250000 Penalty: 5064.186035
	Iteration 104Q: 3 clusters Score -3455406 nChanged 66
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20989 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -3455414.250000 Penalty: 5064.186035
	Iteration 105Q: 3 clusters Score -3455414 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21055 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -3455418 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21112 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -3455427.250000 Penalty: 5064.186035
	Iteration 107Q: 3 clusters Score -3455427 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21179 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -3455451.500000 Penalty: 5064.186035
	Iteration 108Q: 3 clusters Score -3455452 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21246 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -3455460 nChanged 68
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Mstep: Class 1 contains 21312 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -3455469.250000 Penalty: 5064.186035
	Iteration 110Q: 3 clusters Score -3455469 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21375 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -3455473.000000 Penalty: 5064.186035
	Iteration 111Q: 3 clusters Score -3455473 nChanged 47
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21418 members 
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Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -3455486 nChanged 56
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Mstep: Class 1 contains 21474 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -3455491.000000 Penalty: 5064.186035
	Iteration 113Q: 3 clusters Score -3455491 nChanged 62
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21534 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -3455494 nChanged 45
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Mstep: Class 1 contains 21579 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -3455500.500000 Penalty: 5064.186035
	Iteration 115Q: 3 clusters Score -3455500 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21625 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -3455509.000000 Penalty: 5064.186035
	Iteration 116Q: 3 clusters Score -3455509 nChanged 56
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Mstep: Class 1 contains 21681 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -3455506.750000 Penalty: 5064.186035
	Iteration 117Q: 3 clusters Score -3455507 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21738 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -3455513.750000 Penalty: 5064.186035
	Iteration 118Q: 3 clusters Score -3455514 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21793 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -3455529.000000 Penalty: 5064.186035
	Iteration 119Q: 3 clusters Score -3455529 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21848 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -3455547.750000 Penalty: 5064.186035
	Iteration 120F: 3 clusters Score -3455548 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21906 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -3455556.250000 Penalty: 5064.186035
	Iteration 121Q: 3 clusters Score -3455556 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21957 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -3455560.000000 Penalty: 5064.186035
	Iteration 122Q: 3 clusters Score -3455560 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22010 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22057 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 22097 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 22150 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -3455588 nChanged 73
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Mstep: Class 1 contains 22221 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -3455591 nChanged 74
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Mstep: Class 1 contains 22295 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 22361 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 22417 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 22463 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 22515 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 22570 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 22624 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 22674 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 22734 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 22801 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -3455713 nChanged 67
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Mstep: Class 1 contains 22868 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 22932 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -3455739 nChanged 63
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Mstep: Class 1 contains 22995 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -3455753 nChanged 50
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Mstep: Class 1 contains 23045 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 23091 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -3455772 nChanged 56
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Mstep: Class 1 contains 23143 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -3455780 nChanged 61
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Mstep: Class 1 contains 23204 members 
Mstep: Class 2 contains 3971 members 
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	Iteration 144Q: 3 clusters Score -3455780 nChanged 54
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Mstep: Class 1 contains 23256 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 23308 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 23355 members 
Mstep: Class 2 contains 3820 members 
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Mstep: Class 1 contains 23406 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 23456 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 23504 members 
Mstep: Class 2 contains 3671 members 
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Mstep: Class 1 contains 23560 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 23608 members 
Mstep: Class 2 contains 3567 members 
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Mstep: Class 1 contains 23659 members 
Mstep: Class 2 contains 3516 members 
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Mstep: Class 1 contains 23704 members 
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Mstep: Class 1 contains 23748 members 
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Mstep: Class 1 contains 23800 members 
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Mstep: Class 1 contains 23851 members 
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Mstep: Class 1 contains 23904 members 
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Mstep: Class 1 contains 23964 members 
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Mstep: Class 1 contains 24014 members 
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Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -3455943 nChanged 36
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Mstep: Class 1 contains 24050 members 
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Mstep: Class 1 contains 24085 members 
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Mstep: Class 1 contains 24123 members 
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	Iteration 163Q: 3 clusters Score -3455954 nChanged 35
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Mstep: Class 1 contains 24156 members 
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	Iteration 164Q: 3 clusters Score -3455959 nChanged 34
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Mstep: Class 1 contains 24190 members 
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Mstep: Class 1 contains 24224 members 
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Mstep: Class 1 contains 24253 members 
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Mstep: Class 1 contains 24284 members 
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	Iteration 168Q: 3 clusters Score -3455994 nChanged 37
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Mstep: Class 1 contains 24321 members 
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Mstep: Class 1 contains 24386 members 
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	Iteration 175Q: 3 clusters Score -3456096 nChanged 58
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Mstep: Class 1 contains 24659 members 
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Mstep: Class 1 contains 24708 members 
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Mstep: Class 1 contains 24748 members 
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	Iteration 178Q: 3 clusters Score -3456144 nChanged 45
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Mstep: Class 1 contains 24826 members 
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	Iteration 180F: 3 clusters Score -3456153 nChanged 44
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Mstep: Class 1 contains 24866 members 
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	Iteration 181Q: 3 clusters Score -3456172 nChanged 46
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Mstep: Class 1 contains 24906 members 
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	Iteration 182Q: 3 clusters Score -3456192 nChanged 51
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Mstep: Class 1 contains 24957 members 
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	Iteration 183Q: 3 clusters Score -3456202 nChanged 57
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Mstep: Class 1 contains 25010 members 
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	Iteration 184Q: 3 clusters Score -3456222 nChanged 52
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Mstep: Class 1 contains 25056 members 
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	Iteration 185Q: 3 clusters Score -3456226 nChanged 39
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	Iteration 186Q: 3 clusters Score -3456245 nChanged 38
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Mstep: Class 1 contains 25129 members 
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	Iteration 187Q: 3 clusters Score -3456250 nChanged 38
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Mstep: Class 1 contains 25163 members 
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	Iteration 188Q: 3 clusters Score -3456266 nChanged 37
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Mstep: Class 1 contains 25200 members 
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	Iteration 189Q: 3 clusters Score -3456274 nChanged 45
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Mstep: Class 1 contains 25241 members 
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Mstep: Class 1 contains 25311 members 
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	Iteration 192Q: 3 clusters Score -3456316 nChanged 34
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	Iteration 194Q: 3 clusters Score -3456342 nChanged 43
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	Iteration 198Q: 3 clusters Score -3456405 nChanged 35
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	Iteration 199Q: 3 clusters Score -3456420 nChanged 38
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	Iteration 200F: 3 clusters Score -3456434 nChanged 36
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Mstep: Class 1 contains 25632 members 
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	Iteration 203Q: 3 clusters Score -3456459 nChanged 13
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Entering Unmasked Estep 
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	Iteration 205Q: 3 clusters Score -3456463 nChanged 2
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	Iteration 206Q: 3 clusters Score -3456466 nChanged 4
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Entering Unmasked Estep 
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	Iteration 207Q: 3 clusters Score -3456466 nChanged 6
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	Iteration 208Q: 3 clusters Score -3456465 nChanged 9
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Mstep: Class 1 contains 25718 members 
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	Iteration 209Q: 3 clusters Score -3456470 nChanged 11
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Mstep: Class 1 contains 25729 members 
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	Iteration 210Q: 3 clusters Score -3456473 nChanged 16
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	Iteration 211Q: 3 clusters Score -3456479 nChanged 15
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Entering Unmasked Estep 
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	Iteration 212Q: 3 clusters Score -3456486 nChanged 15
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	Iteration 213Q: 3 clusters Score -3456488 nChanged 11
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	Iteration 214Q: 3 clusters Score -3456500 nChanged 11
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	Iteration 215Q: 3 clusters Score -3456503 nChanged 11
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Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -3456495.750000 Penalty: 5064.186035
	Iteration 216Q: 3 clusters Score -3456496 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25810 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -3456501.750000 Penalty: 5064.186035
	Iteration 217Q: 3 clusters Score -3456502 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25819 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -3456501.500000 Penalty: 5064.186035
	Iteration 218Q: 3 clusters Score -3456502 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25827 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -3456503.500000 Penalty: 5064.186035
	Iteration 219Q: 3 clusters Score -3456504 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25835 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -3456505.750000 Penalty: 5064.186035
	Iteration 220F: 3 clusters Score -3456506 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25844 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -3456513.250000 Penalty: 5064.186035
	Iteration 221Q: 3 clusters Score -3456513 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25857 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -3456512.000000 Penalty: 5064.186035
	Iteration 222Q: 3 clusters Score -3456512 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25868 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -3456520.250000 Penalty: 5064.186035
	Iteration 223Q: 3 clusters Score -3456520 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25887 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -3456523.000000 Penalty: 5064.186035
	Iteration 224Q: 3 clusters Score -3456523 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25902 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -3456531.250000 Penalty: 5064.186035
	Iteration 225Q: 3 clusters Score -3456531 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25915 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -3456530.750000 Penalty: 5064.186035
	Iteration 226Q: 3 clusters Score -3456531 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25927 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -3456537.000000 Penalty: 5064.186035
	Iteration 227Q: 3 clusters Score -3456537 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25937 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -3456541.750000 Penalty: 5064.186035
	Iteration 228Q: 3 clusters Score -3456542 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25947 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -3456542.250000 Penalty: 5064.186035
	Iteration 229Q: 3 clusters Score -3456542 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25957 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -3456551.500000 Penalty: 5064.186035
	Iteration 230Q: 3 clusters Score -3456552 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25968 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -3456550.500000 Penalty: 5064.186035
	Iteration 231Q: 3 clusters Score -3456550 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25976 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -3456558.000000 Penalty: 5064.186035
	Iteration 232Q: 3 clusters Score -3456558 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25982 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -3456559.750000 Penalty: 5064.186035
	Iteration 233Q: 3 clusters Score -3456560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25982 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -3456560.500000 Penalty: 5064.186035
	Iteration 234Q: 3 clusters Score -3456560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25984 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -3456565.250000 Penalty: 5064.186035
	Iteration 235Q: 3 clusters Score -3456565 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25984 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -3456567.750000 Penalty: 5064.186035
	Iteration 236Q: 3 clusters Score -3456568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25986 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -3456563.000000 Penalty: 5064.186035
	Iteration 237Q: 3 clusters Score -3456563 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25987 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -3456563.000000 Penalty: 5064.186035
	Iteration 238Q: 3 clusters Score -3456563 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25988 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -3456565.250000 Penalty: 5064.186035
	Iteration 239Q: 3 clusters Score -3456565 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25989 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -3456564.000000 Penalty: 5064.186035
	Iteration 240F: 3 clusters Score -3456564 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (35757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35757 members 
Entering Unmasked Estep 
Score: -4503666.000000 Penalty: 2600.156250
	Iteration 0F: 2 clusters Score -4503666 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17916 members 
Mstep: Class 2 contains 17841 members 
Entering Unmasked Estep 
Score: -4479241.000000 Penalty: 5200.312500
	Iteration 0F: 3 clusters Score -4479241 nChanged 16355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18001 members 
Mstep: Class 2 contains 17756 members 
Entering Unmasked Estep 
Score: -4488187.500000 Penalty: 5200.312500
	Iteration 1F: 3 clusters Score -4488188 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18095 members 
Mstep: Class 2 contains 17662 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -4488664 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18209 members 
Mstep: Class 2 contains 17548 members 
Entering Unmasked Estep 
Score: -4489067.500000 Penalty: 5200.312500
	Iteration 3Q: 3 clusters Score -4489068 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18389 members 
Mstep: Class 2 contains 17368 members 
Entering Unmasked Estep 
Score: -4489442.500000 Penalty: 5200.312500
	Iteration 4Q: 3 clusters Score -4489442 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18669 members 
Mstep: Class 2 contains 17088 members 
Entering Unmasked Estep 
Score: -4489821.500000 Penalty: 5200.312500
	Iteration 5Q: 3 clusters Score -4489822 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19064 members 
Mstep: Class 2 contains 16693 members 
Entering Unmasked Estep 
Score: -4490344.000000 Penalty: 5200.312500
	Iteration 6Q: 3 clusters Score -4490344 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19637 members 
Mstep: Class 2 contains 16120 members 
Entering Unmasked Estep 
Score: -4491017.500000 Penalty: 5200.312500
	Iteration 7Q: 3 clusters Score -4491018 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20340 members 
Mstep: Class 2 contains 15417 members 
Entering Unmasked Estep 
Score: -4491852.000000 Penalty: 5200.312500
	Iteration 8Q: 3 clusters Score -4491852 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21074 members 
Mstep: Class 2 contains 14683 members 
Entering Unmasked Estep 
Score: -4492739.500000 Penalty: 5200.312500
	Iteration 9Q: 3 clusters Score -4492740 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21840 members 
Mstep: Class 2 contains 13917 members 
Entering Unmasked Estep 
Score: -4493665.500000 Penalty: 5200.312500
	Iteration 10Q: 3 clusters Score -4493666 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22690 members 
Mstep: Class 2 contains 13067 members 
Entering Unmasked Estep 
Score: -4494725.500000 Penalty: 5200.312500
	Iteration 11Q: 3 clusters Score -4494726 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23491 members 
Mstep: Class 2 contains 12266 members 
Entering Unmasked Estep 
Score: -4495650.500000 Penalty: 5200.312500
	Iteration 12Q: 3 clusters Score -4495650 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24195 members 
Mstep: Class 2 contains 11562 members 
Entering Unmasked Estep 
Score: -4496485.000000 Penalty: 5200.312500
	Iteration 13Q: 3 clusters Score -4496485 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24819 members 
Mstep: Class 2 contains 10938 members 
Entering Unmasked Estep 
Score: -4497073.500000 Penalty: 5200.312500
	Iteration 14Q: 3 clusters Score -4497074 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25395 members 
Mstep: Class 2 contains 10362 members 
Entering Unmasked Estep 
Score: -4497481.500000 Penalty: 5200.312500
	Iteration 15Q: 3 clusters Score -4497482 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25917 members 
Mstep: Class 2 contains 9840 members 
Entering Unmasked Estep 
Score: -4497765.500000 Penalty: 5200.312500
	Iteration 16Q: 3 clusters Score -4497766 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26415 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -4497982.000000 Penalty: 5200.312500
	Iteration 17Q: 3 clusters Score -4497982 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26884 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -4498191.500000 Penalty: 5200.312500
	Iteration 18Q: 3 clusters Score -4498192 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27322 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -4498389.500000 Penalty: 5200.312500
	Iteration 19Q: 3 clusters Score -4498390 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27775 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -4498623.500000 Penalty: 5200.312500
	Iteration 20F: 3 clusters Score -4498624 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28239 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -4498812.000000 Penalty: 5200.312500
	Iteration 21Q: 3 clusters Score -4498812 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28667 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -4499017.500000 Penalty: 5200.312500
	Iteration 22Q: 3 clusters Score -4499018 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29079 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -4499214.000000 Penalty: 5200.312500
	Iteration 23Q: 3 clusters Score -4499214 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29501 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -4499402.500000 Penalty: 5200.312500
	Iteration 24Q: 3 clusters Score -4499402 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29916 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -4499617.500000 Penalty: 5200.312500
	Iteration 25Q: 3 clusters Score -4499618 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30281 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -4499762.000000 Penalty: 5200.312500
	Iteration 26Q: 3 clusters Score -4499762 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30626 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -4499951.500000 Penalty: 5200.312500
	Iteration 27Q: 3 clusters Score -4499952 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30929 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -4500077.500000 Penalty: 5200.312500
	Iteration 28Q: 3 clusters Score -4500078 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31216 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -4500218.000000 Penalty: 5200.312500
	Iteration 29Q: 3 clusters Score -4500218 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31458 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -4500331.500000 Penalty: 5200.312500
	Iteration 30Q: 3 clusters Score -4500332 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31698 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -4500436.000000 Penalty: 5200.312500
	Iteration 31Q: 3 clusters Score -4500436 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31940 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -4500549.500000 Penalty: 5200.312500
	Iteration 32Q: 3 clusters Score -4500550 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32167 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -4500657.500000 Penalty: 5200.312500
	Iteration 33Q: 3 clusters Score -4500658 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32374 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -4500791.000000 Penalty: 5200.312500
	Iteration 34Q: 3 clusters Score -4500791 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32578 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -4500911.500000 Penalty: 5200.312500
	Iteration 35Q: 3 clusters Score -4500912 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32758 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -4501039.000000 Penalty: 5200.312500
	Iteration 36Q: 3 clusters Score -4501039 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32937 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -4501134.500000 Penalty: 5200.312500
	Iteration 37Q: 3 clusters Score -4501134 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33089 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -4501224.500000 Penalty: 5200.312500
	Iteration 38Q: 3 clusters Score -4501224 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33230 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -4501288.000000 Penalty: 5200.312500
	Iteration 39Q: 3 clusters Score -4501288 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33346 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -4501366.000000 Penalty: 5200.312500
	Iteration 40F: 3 clusters Score -4501366 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33454 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -4501412.500000 Penalty: 5200.312500
	Iteration 41Q: 3 clusters Score -4501412 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33554 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -4501464.000000 Penalty: 5200.312500
	Iteration 42Q: 3 clusters Score -4501464 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33648 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -4501502.000000 Penalty: 5200.312500
	Iteration 43Q: 3 clusters Score -4501502 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33718 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -4501547.500000 Penalty: 5200.312500
	Iteration 44Q: 3 clusters Score -4501548 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33794 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -4501563.500000 Penalty: 5200.312500
	Iteration 45Q: 3 clusters Score -4501564 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33862 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -4501602.500000 Penalty: 5200.312500
	Iteration 46Q: 3 clusters Score -4501602 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33909 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -4501614.000000 Penalty: 5200.312500
	Iteration 47Q: 3 clusters Score -4501614 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33945 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -4501631.000000 Penalty: 5200.312500
	Iteration 48Q: 3 clusters Score -4501631 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33972 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -4501648.500000 Penalty: 5200.312500
	Iteration 49Q: 3 clusters Score -4501648 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34002 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -4501658.000000 Penalty: 5200.312500
	Iteration 50Q: 3 clusters Score -4501658 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34025 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -4501671.000000 Penalty: 5200.312500
	Iteration 51Q: 3 clusters Score -4501671 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34048 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -4501679.000000 Penalty: 5200.312500
	Iteration 52Q: 3 clusters Score -4501679 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34058 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -4501678.000000 Penalty: 5200.312500
	Iteration 53Q: 3 clusters Score -4501678 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34075 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -4501684.000000 Penalty: 5200.312500
	Iteration 54Q: 3 clusters Score -4501684 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34083 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -4501690.000000 Penalty: 5200.312500
	Iteration 55Q: 3 clusters Score -4501690 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34091 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -4501691.500000 Penalty: 5200.312500
	Iteration 56Q: 3 clusters Score -4501692 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34100 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -4501690.500000 Penalty: 5200.312500
	Iteration 57Q: 3 clusters Score -4501690 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34110 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -4501697.500000 Penalty: 5200.312500
	Iteration 58Q: 3 clusters Score -4501698 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34121 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -4501699.500000 Penalty: 5200.312500
	Iteration 59Q: 3 clusters Score -4501700 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34124 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -4501712.500000 Penalty: 5200.312500
	Iteration 60F: 3 clusters Score -4501712 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34133 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -4501707.500000 Penalty: 5200.312500
	Iteration 61Q: 3 clusters Score -4501708 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34143 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -4501712.000000 Penalty: 5200.312500
	Iteration 62Q: 3 clusters Score -4501712 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34147 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -4501713.500000 Penalty: 5200.312500
	Iteration 63Q: 3 clusters Score -4501714 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34154 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -4501714.500000 Penalty: 5200.312500
	Iteration 64Q: 3 clusters Score -4501714 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34158 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -4501709.500000 Penalty: 5200.312500
	Iteration 65Q: 3 clusters Score -4501710 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34161 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -4501713.500000 Penalty: 5200.312500
	Iteration 66Q: 3 clusters Score -4501714 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34163 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -4501715.500000 Penalty: 5200.312500
	Iteration 67Q: 3 clusters Score -4501716 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34162 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -4501716.000000 Penalty: 5200.312500
	Iteration 68Q: 3 clusters Score -4501716 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34163 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -4501717.500000 Penalty: 5200.312500
	Iteration 69Q: 3 clusters Score -4501718 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34163 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -4501717.500000 Penalty: 5200.312500
	Iteration 70F: 3 clusters Score -4501718 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (21515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21515 members 
Entering Unmasked Estep 
Score: -2734557.250000 Penalty: 2474.173340
	Iteration 0F: 2 clusters Score -2734557 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10675 members 
Mstep: Class 2 contains 10840 members 
Entering Unmasked Estep 
Score: -2719530.250000 Penalty: 4948.346680
	Iteration 0F: 3 clusters Score -2719530 nChanged 9394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10277 members 
Mstep: Class 2 contains 11238 members 
Entering Unmasked Estep 
Score: -2724508.500000 Penalty: 4948.346680
	Iteration 1F: 3 clusters Score -2724508 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9924 members 
Mstep: Class 2 contains 11591 members 
Entering Unmasked Estep 
Score: -2724986.250000 Penalty: 4948.346680
	Iteration 2F: 3 clusters Score -2724986 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 12060 members 
Entering Unmasked Estep 
Score: -2725489.250000 Penalty: 4948.346680
	Iteration 3F: 3 clusters Score -2725489 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 12673 members 
Entering Unmasked Estep 
Score: -2726063.750000 Penalty: 4948.346680
	Iteration 4F: 3 clusters Score -2726064 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 13435 members 
Entering Unmasked Estep 
Score: -2726729.750000 Penalty: 4948.346680
	Iteration 5F: 3 clusters Score -2726730 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 14361 members 
Entering Unmasked Estep 
Score: -2727507.500000 Penalty: 4948.346680
	Iteration 6F: 3 clusters Score -2727508 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 15431 members 
Entering Unmasked Estep 
Score: -2728484.000000 Penalty: 4948.346680
	Iteration 7F: 3 clusters Score -2728484 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 16538 members 
Entering Unmasked Estep 
Score: -2729527.000000 Penalty: 4948.346680
	Iteration 8F: 3 clusters Score -2729527 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 17486 members 
Entering Unmasked Estep 
Score: -2730438.750000 Penalty: 4948.346680
	Iteration 9F: 3 clusters Score -2730439 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 18200 members 
Entering Unmasked Estep 
Score: -2731177.000000 Penalty: 4948.346680
	Iteration 10Q: 3 clusters Score -2731177 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 18712 members 
Entering Unmasked Estep 
Score: -2731696.500000 Penalty: 4948.346680
	Iteration 11Q: 3 clusters Score -2731696 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 19039 members 
Entering Unmasked Estep 
Score: -2731998.000000 Penalty: 4948.346680
	Iteration 12Q: 3 clusters Score -2731998 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 19273 members 
Entering Unmasked Estep 
Score: -2732194.000000 Penalty: 4948.346680
	Iteration 13Q: 3 clusters Score -2732194 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 19438 members 
Entering Unmasked Estep 
Score: -2732311.750000 Penalty: 4948.346680
	Iteration 14Q: 3 clusters Score -2732312 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 19561 members 
Entering Unmasked Estep 
Score: -2732391.750000 Penalty: 4948.346680
	Iteration 15Q: 3 clusters Score -2732392 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 19656 members 
Entering Unmasked Estep 
Score: -2732444.750000 Penalty: 4948.346680
	Iteration 16Q: 3 clusters Score -2732445 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 19740 members 
Entering Unmasked Estep 
Score: -2732497.500000 Penalty: 4948.346680
	Iteration 17Q: 3 clusters Score -2732498 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 19812 members 
Entering Unmasked Estep 
Score: -2732533.000000 Penalty: 4948.346680
	Iteration 18Q: 3 clusters Score -2732533 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 19875 members 
Entering Unmasked Estep 
Score: -2732558.250000 Penalty: 4948.346680
	Iteration 19Q: 3 clusters Score -2732558 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 19932 members 
Entering Unmasked Estep 
Score: -2732578.750000 Penalty: 4948.346680
	Iteration 20F: 3 clusters Score -2732579 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 19980 members 
Entering Unmasked Estep 
Score: -2732600.750000 Penalty: 4948.346680
	Iteration 21Q: 3 clusters Score -2732601 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 20018 members 
Entering Unmasked Estep 
Score: -2732619.250000 Penalty: 4948.346680
	Iteration 22Q: 3 clusters Score -2732619 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 20055 members 
Entering Unmasked Estep 
Score: -2732642.000000 Penalty: 4948.346680
	Iteration 23Q: 3 clusters Score -2732642 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 20081 members 
Entering Unmasked Estep 
Score: -2732648.000000 Penalty: 4948.346680
	Iteration 24Q: 3 clusters Score -2732648 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 20105 members 
Entering Unmasked Estep 
Score: -2732661.250000 Penalty: 4948.346680
	Iteration 25Q: 3 clusters Score -2732661 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 20124 members 
Entering Unmasked Estep 
Score: -2732668.750000 Penalty: 4948.346680
	Iteration 26Q: 3 clusters Score -2732669 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 20143 members 
Entering Unmasked Estep 
Score: -2732675.750000 Penalty: 4948.346680
	Iteration 27Q: 3 clusters Score -2732676 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 20160 members 
Entering Unmasked Estep 
Score: -2732676.500000 Penalty: 4948.346680
	Iteration 28Q: 3 clusters Score -2732676 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 20173 members 
Entering Unmasked Estep 
Score: -2732683.500000 Penalty: 4948.346680
	Iteration 29Q: 3 clusters Score -2732684 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 20180 members 
Entering Unmasked Estep 
Score: -2732683.250000 Penalty: 4948.346680
	Iteration 30Q: 3 clusters Score -2732683 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 20187 members 
Entering Unmasked Estep 
Score: -2732687.750000 Penalty: 4948.346680
	Iteration 31Q: 3 clusters Score -2732688 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 20198 members 
Entering Unmasked Estep 
Score: -2732688.250000 Penalty: 4948.346680
	Iteration 32Q: 3 clusters Score -2732688 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 20205 members 
Entering Unmasked Estep 
Score: -2732695.000000 Penalty: 4948.346680
	Iteration 33Q: 3 clusters Score -2732695 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 20215 members 
Entering Unmasked Estep 
Score: -2732697.000000 Penalty: 4948.346680
	Iteration 34Q: 3 clusters Score -2732697 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 20226 members 
Entering Unmasked Estep 
Score: -2732705.250000 Penalty: 4948.346680
	Iteration 35Q: 3 clusters Score -2732705 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 20238 members 
Entering Unmasked Estep 
Score: -2732704.500000 Penalty: 4948.346680
	Iteration 36Q: 3 clusters Score -2732704 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 20244 members 
Entering Unmasked Estep 
Score: -2732707.000000 Penalty: 4948.346680
	Iteration 37Q: 3 clusters Score -2732707 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 20247 members 
Entering Unmasked Estep 
Score: -2732707.750000 Penalty: 4948.346680
	Iteration 38Q: 3 clusters Score -2732708 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 20252 members 
Entering Unmasked Estep 
Score: -2732709.750000 Penalty: 4948.346680
	Iteration 39Q: 3 clusters Score -2732710 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 20255 members 
Entering Unmasked Estep 
Score: -2732707.500000 Penalty: 4948.346680
	Iteration 40F: 3 clusters Score -2732708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 20257 members 
Entering Unmasked Estep 
Score: -2732711.000000 Penalty: 4948.346680
	Iteration 41Q: 3 clusters Score -2732711 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 20259 members 
Entering Unmasked Estep 
Score: -2732709.500000 Penalty: 4948.346680
	Iteration 42Q: 3 clusters Score -2732710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 20261 members 
Entering Unmasked Estep 
Score: -2732708.000000 Penalty: 4948.346680
	Iteration 43Q: 3 clusters Score -2732708 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 20263 members 
Entering Unmasked Estep 
Score: -2732710.500000 Penalty: 4948.346680
	Iteration 44Q: 3 clusters Score -2732710 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 20269 members 
Entering Unmasked Estep 
Score: -2732712.250000 Penalty: 4948.346680
	Iteration 45Q: 3 clusters Score -2732712 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 20274 members 
Entering Unmasked Estep 
Score: -2732712.750000 Penalty: 4948.346680
	Iteration 46Q: 3 clusters Score -2732713 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 20278 members 
Entering Unmasked Estep 
Score: -2732710.250000 Penalty: 4948.346680
	Iteration 47Q: 3 clusters Score -2732710 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 20281 members 
Entering Unmasked Estep 
Score: -2732711.250000 Penalty: 4948.346680
	Iteration 48Q: 3 clusters Score -2732711 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 20285 members 
Entering Unmasked Estep 
Score: -2732715.000000 Penalty: 4948.346680
	Iteration 49Q: 3 clusters Score -2732715 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 20288 members 
Entering Unmasked Estep 
Score: -2732714.750000 Penalty: 4948.346680
	Iteration 50Q: 3 clusters Score -2732715 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 20292 members 
Entering Unmasked Estep 
Score: -2732715.750000 Penalty: 4948.346680
	Iteration 51Q: 3 clusters Score -2732716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 20295 members 
Entering Unmasked Estep 
Score: -2732714.000000 Penalty: 4948.346680
	Iteration 52Q: 3 clusters Score -2732714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 20296 members 
Entering Unmasked Estep 
Score: -2732713.000000 Penalty: 4948.346680
	Iteration 53Q: 3 clusters Score -2732713 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 20295 members 
Entering Unmasked Estep 
Score: -2732713.000000 Penalty: 4948.346680
	Iteration 54Q: 3 clusters Score -2732713 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 20295 members 
Entering Unmasked Estep 
Score: -2732713.000000 Penalty: 4948.346680
	Iteration 55F: 3 clusters Score -2732713 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (8330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Entering Unmasked Estep 
Score: -1128842.250000 Penalty: 2238.849365
	Iteration 0F: 2 clusters Score -1128842 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -1122661.750000 Penalty: 4477.698730
	Iteration 0F: 3 clusters Score -1122662 nChanged 3501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -1127912.500000 Penalty: 4477.698730
	Iteration 1F: 3 clusters Score -1127912 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -1130308.375000 Penalty: 4477.698730
	Iteration 2F: 3 clusters Score -1130308 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -1131666.000000 Penalty: 4477.698730
	Iteration 3F: 3 clusters Score -1131666 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -1132534.375000 Penalty: 4477.698730
	Iteration 4F: 3 clusters Score -1132534 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -1133003.875000 Penalty: 4477.698730
	Iteration 5Q: 3 clusters Score -1133004 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -1133311.625000 Penalty: 4477.698730
	Iteration 6Q: 3 clusters Score -1133312 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -1133517.000000 Penalty: 4477.698730
	Iteration 7Q: 3 clusters Score -1133517 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -1133654.875000 Penalty: 4477.698730
	Iteration 8Q: 3 clusters Score -1133655 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -1133747.500000 Penalty: 4477.698730
	Iteration 9Q: 3 clusters Score -1133748 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -1133807.500000 Penalty: 4477.698730
	Iteration 10Q: 3 clusters Score -1133808 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -1133847.125000 Penalty: 4477.698730
	Iteration 11Q: 3 clusters Score -1133847 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -1133880.000000 Penalty: 4477.698730
	Iteration 12Q: 3 clusters Score -1133880 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -1133897.500000 Penalty: 4477.698730
	Iteration 13Q: 3 clusters Score -1133898 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -1133919.125000 Penalty: 4477.698730
	Iteration 14Q: 3 clusters Score -1133919 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -1133937.375000 Penalty: 4477.698730
	Iteration 15Q: 3 clusters Score -1133937 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -1133949.500000 Penalty: 4477.698730
	Iteration 16Q: 3 clusters Score -1133950 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -1133956.500000 Penalty: 4477.698730
	Iteration 17Q: 3 clusters Score -1133956 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -1133977.375000 Penalty: 4477.698730
	Iteration 18Q: 3 clusters Score -1133977 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -1133979.875000 Penalty: 4477.698730
	Iteration 19Q: 3 clusters Score -1133980 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -1133977.750000 Penalty: 4477.698730
	Iteration 20F: 3 clusters Score -1133978 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -1133983.250000 Penalty: 4477.698730
	Iteration 21Q: 3 clusters Score -1133983 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -1133988.250000 Penalty: 4477.698730
	Iteration 22Q: 3 clusters Score -1133988 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -1133996.500000 Penalty: 4477.698730
	Iteration 23Q: 3 clusters Score -1133996 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -1134003.250000 Penalty: 4477.698730
	Iteration 24Q: 3 clusters Score -1134003 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -1134006.250000 Penalty: 4477.698730
	Iteration 25Q: 3 clusters Score -1134006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -1134011.250000 Penalty: 4477.698730
	Iteration 26Q: 3 clusters Score -1134011 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -1134004.750000 Penalty: 4477.698730
	Iteration 27Q: 3 clusters Score -1134005 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -1134018.125000 Penalty: 4477.698730
	Iteration 28Q: 3 clusters Score -1134018 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -1134015.500000 Penalty: 4477.698730
	Iteration 29Q: 3 clusters Score -1134016 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -1134015.500000 Penalty: 4477.698730
	Iteration 30Q: 3 clusters Score -1134016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -1134012.125000 Penalty: 4477.698730
	Iteration 31Q: 3 clusters Score -1134012 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -1134012.750000 Penalty: 4477.698730
	Iteration 32Q: 3 clusters Score -1134013 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -1134010.000000 Penalty: 4477.698730
	Iteration 33Q: 3 clusters Score -1134010 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -1134010.000000 Penalty: 4477.698730
	Iteration 34F: 3 clusters Score -1134010 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 15366 members 
Mstep: Class 3 contains 27175 members 
Mstep: Class 4 contains 35757 members 
Mstep: Class 5 contains 21515 members 
Mstep: Class 6 contains 1661 members 
Mstep: Class 7 contains 2495 members 
Mstep: Class 8 contains 48467 members 
Mstep: Class 9 contains 29987 members 
Mstep: Class 10 contains 12230 members 
Mstep: Class 11 contains 4383 members 
Mstep: Class 12 contains 225752 members 
Mstep: Class 13 contains 9463 members 
Mstep: Class 14 contains 5417 members 
Mstep: Class 15 contains 26761 members 
Mstep: Class 16 contains 9419 members 
Mstep: Class 17 contains 10232 members 
Mstep: Class 18 contains 10398 members 
Mstep: Class 19 contains 163541 members 
Mstep: Class 20 contains 41729 members 
Mstep: Class 21 contains 12996 members 
Mstep: Class 22 contains 262 members 
Mstep: Class 23 contains 10742 members 
Mstep: Class 24 contains 4149 members 
Mstep: Class 25 contains 6536 members 
Mstep: Class 26 contains 60595 members 
Mstep: Class 27 contains 9603 members 
Mstep: Class 28 contains 6818 members 
Mstep: Class 29 contains 5287 members 
Mstep: Class 30 contains 8673 members 
Mstep: Class 31 contains 700 members 
Mstep: Class 32 contains 2205 members 
Mstep: Class 33 contains 1801 members 
Mstep: Class 34 contains 8910 members 
Mstep: Class 35 contains 197591 members 
Mstep: Class 36 contains 2874 members 
Mstep: Class 37 contains 4600 members 
Mstep: Class 38 contains 3049 members 
Mstep: Class 39 contains 551 members 
Mstep: Class 40 contains 9866 members 
Mstep: Class 41 contains 27360 members 
Mstep: Class 42 contains 5047 members 
Mstep: Class 43 contains 12573 members 
Mstep: Class 44 contains 794 members 
Mstep: Class 45 contains 3752 members 
Mstep: Class 46 contains 2011 members 
Mstep: Class 47 contains 13737 members 
Mstep: Class 48 contains 421 members 
Mstep: Class 49 contains 4114 members 
Mstep: Class 50 contains 965 members 
Mstep: Class 51 contains 1903 members 
Mstep: Class 52 contains 37347 members 
Mstep: Class 53 contains 742 members 
Mstep: Class 54 contains 7069 members 
Mstep: Class 55 contains 849 members 
Mstep: Class 56 contains 6669 members 
Entering Unmasked Estep 
Score: -147521072.000000 Penalty: 194265.218750
Splitting cluster 6 changes total score from -147517424.000000 to -147521072.000000
So it's getting split into cluster 56.
Entering ConstructFrom: 
Trying to split cluster 7 (2495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Entering Unmasked Estep 
Score: -311098.906250 Penalty: 1939.866943
	Iteration 0F: 2 clusters Score -311098.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -308186.250000 Penalty: 3879.733887
	Iteration 0F: 3 clusters Score -308186.2 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -308783.937500 Penalty: 3879.733887
	Iteration 1F: 3 clusters Score -308783.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -308943.437500 Penalty: 3879.733887
	Iteration 2F: 3 clusters Score -308943.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -309047.343750 Penalty: 3879.733887
	Iteration 3Q: 3 clusters Score -309047.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -309146.687500 Penalty: 3879.733887
	Iteration 4Q: 3 clusters Score -309146.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -309248.343750 Penalty: 3879.733887
	Iteration 5Q: 3 clusters Score -309248.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -309363.218750 Penalty: 3879.733887
	Iteration 6Q: 3 clusters Score -309363.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -309520.093750 Penalty: 3879.733887
	Iteration 7Q: 3 clusters Score -309520.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -309655.906250 Penalty: 3879.733887
	Iteration 8Q: 3 clusters Score -309655.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -309809.937500 Penalty: 3879.733887
	Iteration 9Q: 3 clusters Score -309809.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -309972.343750 Penalty: 3879.733887
	Iteration 10Q: 3 clusters Score -309972.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -310105.250000 Penalty: 3879.733887
	Iteration 11Q: 3 clusters Score -310105.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -310217.593750 Penalty: 3879.733887
	Iteration 12Q: 3 clusters Score -310217.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -310301.531250 Penalty: 3879.733887
	Iteration 13Q: 3 clusters Score -310301.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -310359.812500 Penalty: 3879.733887
	Iteration 14Q: 3 clusters Score -310359.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -310402.468750 Penalty: 3879.733887
	Iteration 15Q: 3 clusters Score -310402.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -310432.375000 Penalty: 3879.733887
	Iteration 16Q: 3 clusters Score -310432.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -310461.687500 Penalty: 3879.733887
	Iteration 17Q: 3 clusters Score -310461.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -310482.156250 Penalty: 3879.733887
	Iteration 18Q: 3 clusters Score -310482.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -310494.812500 Penalty: 3879.733887
	Iteration 19Q: 3 clusters Score -310494.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -310513.343750 Penalty: 3879.733887
	Iteration 20F: 3 clusters Score -310513.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -310528.218750 Penalty: 3879.733887
	Iteration 21Q: 3 clusters Score -310528.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -310545.000000 Penalty: 3879.733887
	Iteration 22Q: 3 clusters Score -310545 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -310549.656250 Penalty: 3879.733887
	Iteration 23Q: 3 clusters Score -310549.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -310551.656250 Penalty: 3879.733887
	Iteration 24Q: 3 clusters Score -310551.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -310552.468750 Penalty: 3879.733887
	Iteration 25Q: 3 clusters Score -310552.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -310554.625000 Penalty: 3879.733887
	Iteration 26Q: 3 clusters Score -310554.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -310554.625000 Penalty: 3879.733887
	Iteration 27F: 3 clusters Score -310554.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (48467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48467 members 
Entering Unmasked Estep 
Score: -5757200.000000 Penalty: 2675.582275
	Iteration 0F: 2 clusters Score -5757200 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24186 members 
Mstep: Class 2 contains 24281 members 
Entering Unmasked Estep 
Score: -5724388.000000 Penalty: 5351.164551
	Iteration 0F: 3 clusters Score -5724388 nChanged 22402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24080 members 
Mstep: Class 2 contains 24387 members 
Entering Unmasked Estep 
Score: -5737217.500000 Penalty: 5351.164551
	Iteration 1F: 3 clusters Score -5737218 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24064 members 
Mstep: Class 2 contains 24403 members 
Entering Unmasked Estep 
Score: -5737940.500000 Penalty: 5351.164551
	Iteration 2Q: 3 clusters Score -5737940 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24112 members 
Mstep: Class 2 contains 24355 members 
Entering Unmasked Estep 
Score: -5738691.000000 Penalty: 5351.164551
	Iteration 3Q: 3 clusters Score -5738691 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24235 members 
Mstep: Class 2 contains 24232 members 
Entering Unmasked Estep 
Score: -5739467.000000 Penalty: 5351.164551
	Iteration 4Q: 3 clusters Score -5739467 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24371 members 
Mstep: Class 2 contains 24096 members 
Entering Unmasked Estep 
Score: -5740384.500000 Penalty: 5351.164551
	Iteration 5Q: 3 clusters Score -5740384 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24596 members 
Mstep: Class 2 contains 23871 members 
Entering Unmasked Estep 
Score: -5741402.500000 Penalty: 5351.164551
	Iteration 6Q: 3 clusters Score -5741402 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24904 members 
Mstep: Class 2 contains 23563 members 
Entering Unmasked Estep 
Score: -5742648.000000 Penalty: 5351.164551
	Iteration 7Q: 3 clusters Score -5742648 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25332 members 
Mstep: Class 2 contains 23135 members 
Entering Unmasked Estep 
Score: -5744133.500000 Penalty: 5351.164551
	Iteration 8F: 3 clusters Score -5744134 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25863 members 
Mstep: Class 2 contains 22604 members 
Entering Unmasked Estep 
Score: -5745697.000000 Penalty: 5351.164551
	Iteration 9F: 3 clusters Score -5745697 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26416 members 
Mstep: Class 2 contains 22051 members 
Entering Unmasked Estep 
Score: -5747094.500000 Penalty: 5351.164551
	Iteration 10Q: 3 clusters Score -5747094 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26907 members 
Mstep: Class 2 contains 21560 members 
Entering Unmasked Estep 
Score: -5748124.500000 Penalty: 5351.164551
	Iteration 11Q: 3 clusters Score -5748124 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27327 members 
Mstep: Class 2 contains 21140 members 
Entering Unmasked Estep 
Score: -5748781.500000 Penalty: 5351.164551
	Iteration 12Q: 3 clusters Score -5748782 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27722 members 
Mstep: Class 2 contains 20745 members 
Entering Unmasked Estep 
Score: -5749240.000000 Penalty: 5351.164551
	Iteration 13Q: 3 clusters Score -5749240 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28113 members 
Mstep: Class 2 contains 20354 members 
Entering Unmasked Estep 
Score: -5749566.500000 Penalty: 5351.164551
	Iteration 14Q: 3 clusters Score -5749566 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28510 members 
Mstep: Class 2 contains 19957 members 
Entering Unmasked Estep 
Score: -5749801.000000 Penalty: 5351.164551
	Iteration 15Q: 3 clusters Score -5749801 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28917 members 
Mstep: Class 2 contains 19550 members 
Entering Unmasked Estep 
Score: -5749975.000000 Penalty: 5351.164551
	Iteration 16Q: 3 clusters Score -5749975 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29315 members 
Mstep: Class 2 contains 19152 members 
Entering Unmasked Estep 
Score: -5750160.500000 Penalty: 5351.164551
	Iteration 17Q: 3 clusters Score -5750160 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29668 members 
Mstep: Class 2 contains 18799 members 
Entering Unmasked Estep 
Score: -5750347.500000 Penalty: 5351.164551
	Iteration 18Q: 3 clusters Score -5750348 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30015 members 
Mstep: Class 2 contains 18452 members 
Entering Unmasked Estep 
Score: -5750503.500000 Penalty: 5351.164551
	Iteration 19Q: 3 clusters Score -5750504 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30356 members 
Mstep: Class 2 contains 18111 members 
Entering Unmasked Estep 
Score: -5750676.500000 Penalty: 5351.164551
	Iteration 20F: 3 clusters Score -5750676 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30666 members 
Mstep: Class 2 contains 17801 members 
Entering Unmasked Estep 
Score: -5750828.000000 Penalty: 5351.164551
	Iteration 21Q: 3 clusters Score -5750828 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30952 members 
Mstep: Class 2 contains 17515 members 
Entering Unmasked Estep 
Score: -5750980.500000 Penalty: 5351.164551
	Iteration 22Q: 3 clusters Score -5750980 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31213 members 
Mstep: Class 2 contains 17254 members 
Entering Unmasked Estep 
Score: -5751129.500000 Penalty: 5351.164551
	Iteration 23Q: 3 clusters Score -5751130 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31518 members 
Mstep: Class 2 contains 16949 members 
Entering Unmasked Estep 
Score: -5751236.000000 Penalty: 5351.164551
	Iteration 24Q: 3 clusters Score -5751236 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31843 members 
Mstep: Class 2 contains 16624 members 
Entering Unmasked Estep 
Score: -5751354.500000 Penalty: 5351.164551
	Iteration 25Q: 3 clusters Score -5751354 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32208 members 
Mstep: Class 2 contains 16259 members 
Entering Unmasked Estep 
Score: -5751508.000000 Penalty: 5351.164551
	Iteration 26Q: 3 clusters Score -5751508 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32605 members 
Mstep: Class 2 contains 15862 members 
Entering Unmasked Estep 
Score: -5751651.000000 Penalty: 5351.164551
	Iteration 27Q: 3 clusters Score -5751651 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33046 members 
Mstep: Class 2 contains 15421 members 
Entering Unmasked Estep 
Score: -5751834.000000 Penalty: 5351.164551
	Iteration 28Q: 3 clusters Score -5751834 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33515 members 
Mstep: Class 2 contains 14952 members 
Entering Unmasked Estep 
Score: -5752024.500000 Penalty: 5351.164551
	Iteration 29Q: 3 clusters Score -5752024 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34013 members 
Mstep: Class 2 contains 14454 members 
Entering Unmasked Estep 
Score: -5752267.000000 Penalty: 5351.164551
	Iteration 30Q: 3 clusters Score -5752267 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34514 members 
Mstep: Class 2 contains 13953 members 
Entering Unmasked Estep 
Score: -5752540.500000 Penalty: 5351.164551
	Iteration 31Q: 3 clusters Score -5752540 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35005 members 
Mstep: Class 2 contains 13462 members 
Entering Unmasked Estep 
Score: -5752774.500000 Penalty: 5351.164551
	Iteration 32Q: 3 clusters Score -5752774 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35437 members 
Mstep: Class 2 contains 13030 members 
Entering Unmasked Estep 
Score: -5753009.000000 Penalty: 5351.164551
	Iteration 33Q: 3 clusters Score -5753009 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35856 members 
Mstep: Class 2 contains 12611 members 
Entering Unmasked Estep 
Score: -5753189.000000 Penalty: 5351.164551
	Iteration 34Q: 3 clusters Score -5753189 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36214 members 
Mstep: Class 2 contains 12253 members 
Entering Unmasked Estep 
Score: -5753379.000000 Penalty: 5351.164551
	Iteration 35Q: 3 clusters Score -5753379 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36550 members 
Mstep: Class 2 contains 11917 members 
Entering Unmasked Estep 
Score: -5753514.000000 Penalty: 5351.164551
	Iteration 36Q: 3 clusters Score -5753514 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36840 members 
Mstep: Class 2 contains 11627 members 
Entering Unmasked Estep 
Score: -5753599.500000 Penalty: 5351.164551
	Iteration 37Q: 3 clusters Score -5753600 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37095 members 
Mstep: Class 2 contains 11372 members 
Entering Unmasked Estep 
Score: -5753682.500000 Penalty: 5351.164551
	Iteration 38Q: 3 clusters Score -5753682 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37330 members 
Mstep: Class 2 contains 11137 members 
Entering Unmasked Estep 
Score: -5753747.000000 Penalty: 5351.164551
	Iteration 39Q: 3 clusters Score -5753747 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37538 members 
Mstep: Class 2 contains 10929 members 
Entering Unmasked Estep 
Score: -5753772.000000 Penalty: 5351.164551
	Iteration 40F: 3 clusters Score -5753772 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37742 members 
Mstep: Class 2 contains 10725 members 
Entering Unmasked Estep 
Score: -5753806.000000 Penalty: 5351.164551
	Iteration 41Q: 3 clusters Score -5753806 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37954 members 
Mstep: Class 2 contains 10513 members 
Entering Unmasked Estep 
Score: -5753858.500000 Penalty: 5351.164551
	Iteration 42Q: 3 clusters Score -5753858 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38153 members 
Mstep: Class 2 contains 10314 members 
Entering Unmasked Estep 
Score: -5753898.500000 Penalty: 5351.164551
	Iteration 43Q: 3 clusters Score -5753898 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38333 members 
Mstep: Class 2 contains 10134 members 
Entering Unmasked Estep 
Score: -5753910.500000 Penalty: 5351.164551
	Iteration 44Q: 3 clusters Score -5753910 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38495 members 
Mstep: Class 2 contains 9972 members 
Entering Unmasked Estep 
Score: -5753926.500000 Penalty: 5351.164551
	Iteration 45Q: 3 clusters Score -5753926 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38639 members 
Mstep: Class 2 contains 9828 members 
Entering Unmasked Estep 
Score: -5753935.500000 Penalty: 5351.164551
	Iteration 46Q: 3 clusters Score -5753936 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38786 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -5753962.000000 Penalty: 5351.164551
	Iteration 47Q: 3 clusters Score -5753962 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38928 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
Score: -5753982.000000 Penalty: 5351.164551
	Iteration 48Q: 3 clusters Score -5753982 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39059 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -5753996 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39185 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -5754006 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39300 members 
Mstep: Class 2 contains 9167 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -5754024 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39405 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -5754040 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39501 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -5754036 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39598 members 
Mstep: Class 2 contains 8869 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -5754046 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39699 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -5754056 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39770 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39837 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -5754070 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39919 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -5754100 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39991 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -5754102 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40075 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -5754107 nChanged 88
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40163 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -5754124 nChanged 96
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40259 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -5754120 nChanged 90
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40349 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -5754136 nChanged 93
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Mstep: Class 1 contains 40440 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -5754142 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40505 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -5754152 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40566 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -5754141.500000 Penalty: 5351.164551
	Iteration 66Q: 3 clusters Score -5754142 nChanged 67
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Mstep: Class 1 contains 40633 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -5754146 nChanged 77
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40710 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -5754153 nChanged 73
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Mstep: Class 1 contains 40781 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -5754160 nChanged 73
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40854 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -5754188 nChanged 75
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40929 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -5754196 nChanged 87
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Mstep: Class 1 contains 41010 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -5754202 nChanged 76
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Mstep: Class 1 contains 41084 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 41143 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -5754206 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41199 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -5754212 nChanged 58
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Mstep: Class 1 contains 41257 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 41326 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -5754239 nChanged 74
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Mstep: Class 1 contains 41400 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 41481 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 41579 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -5754254 nChanged 92
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41671 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 41763 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -5754296 nChanged 92
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Mstep: Class 1 contains 41853 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -5754284 nChanged 90
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Mstep: Class 1 contains 41937 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -5754326 nChanged 92
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Mstep: Class 1 contains 42029 members 
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Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 42125 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -5754342 nChanged 108
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Mstep: Class 1 contains 42231 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 42337 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 42434 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -5754391 nChanged 103
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Mstep: Class 1 contains 42535 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -5754404 nChanged 82
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Mstep: Class 1 contains 42613 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 42688 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -5754450 nChanged 78
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Mstep: Class 1 contains 42766 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -5754450 nChanged 81
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Mstep: Class 1 contains 42847 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -5754442 nChanged 74
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Mstep: Class 1 contains 42921 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -5754452 nChanged 72
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Mstep: Class 1 contains 42989 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -5754468 nChanged 87
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43074 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -5754476 nChanged 85
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43157 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -5754502 nChanged 72
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43225 members 
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -5754516 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43284 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -5754514.500000 Penalty: 5351.164551
	Iteration 100F: 3 clusters Score -5754514 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43338 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -5754537 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43391 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -5754543 nChanged 52
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Mstep: Class 1 contains 43441 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -5754552 nChanged 53
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Mstep: Class 1 contains 43494 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -5754555 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43538 members 
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -5754546 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43590 members 
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Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -5754546 nChanged 67
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Mstep: Class 1 contains 43655 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -5754560 nChanged 59
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Mstep: Class 1 contains 43708 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -5754574 nChanged 73
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43779 members 
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Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -5754580 nChanged 64
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Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -5754596 nChanged 72
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Mstep: Class 1 contains 43913 members 
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Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -5754596 nChanged 70
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Mstep: Class 1 contains 43983 members 
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Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -5754606 nChanged 88
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44067 members 
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Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -5754624 nChanged 76
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44141 members 
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Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -5754656 nChanged 54
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -5754673 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44243 members 
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Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -5754668 nChanged 32
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Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -5754670 nChanged 32
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Mstep: Class 1 contains 44305 members 
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Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -5754678 nChanged 39
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Mstep: Class 1 contains 44344 members 
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Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -5754680 nChanged 41
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Mstep: Class 1 contains 44385 members 
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Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -5754668 nChanged 29
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Mstep: Class 1 contains 44414 members 
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Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -5754678 nChanged 30
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Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -5754676 nChanged 31
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Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -5754682 nChanged 21
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Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -5754687 nChanged 24
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Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -5754690 nChanged 26
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	Iteration 126Q: 3 clusters Score -5754691 nChanged 31
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	Iteration 127Q: 3 clusters Score -5754692 nChanged 32
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Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -5754698 nChanged 32
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	Iteration 129Q: 3 clusters Score -5754707 nChanged 28
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Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -5754712 nChanged 19
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Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -5754714 nChanged 9
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Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -5754719 nChanged 12
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	Iteration 133Q: 3 clusters Score -5754717 nChanged 14
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	Iteration 134Q: 3 clusters Score -5754712 nChanged 6
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	Iteration 136Q: 3 clusters Score -5754714 nChanged 7
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	Iteration 138Q: 3 clusters Score -5754722 nChanged 10
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	Iteration 139Q: 3 clusters Score -5754716 nChanged 7
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Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -5754722 nChanged 6
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	Iteration 141Q: 3 clusters Score -5754722 nChanged 5
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Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -5754719.500000 Penalty: 5351.164551
	Iteration 142Q: 3 clusters Score -5754720 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44787 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -5754718.000000 Penalty: 5351.164551
	Iteration 143Q: 3 clusters Score -5754718 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44799 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -5754719.500000 Penalty: 5351.164551
	Iteration 144Q: 3 clusters Score -5754720 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44810 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -5754720.000000 Penalty: 5351.164551
	Iteration 145Q: 3 clusters Score -5754720 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44826 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -5754717.000000 Penalty: 5351.164551
	Iteration 146Q: 3 clusters Score -5754717 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44840 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -5754731.000000 Penalty: 5351.164551
	Iteration 147Q: 3 clusters Score -5754731 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44855 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -5754737.500000 Penalty: 5351.164551
	Iteration 148Q: 3 clusters Score -5754738 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44867 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -5754739.500000 Penalty: 5351.164551
	Iteration 149Q: 3 clusters Score -5754740 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44875 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -5754739.500000 Penalty: 5351.164551
	Iteration 150Q: 3 clusters Score -5754740 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44882 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -5754738.000000 Penalty: 5351.164551
	Iteration 151Q: 3 clusters Score -5754738 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44888 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -5754737.000000 Penalty: 5351.164551
	Iteration 152Q: 3 clusters Score -5754737 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44894 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -5754730.000000 Penalty: 5351.164551
	Iteration 153Q: 3 clusters Score -5754730 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44897 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -5754726.000000 Penalty: 5351.164551
	Iteration 154Q: 3 clusters Score -5754726 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44903 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -5754734.500000 Penalty: 5351.164551
	Iteration 155Q: 3 clusters Score -5754734 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44909 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -5754732.500000 Penalty: 5351.164551
	Iteration 156Q: 3 clusters Score -5754732 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44919 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -5754738.000000 Penalty: 5351.164551
	Iteration 157Q: 3 clusters Score -5754738 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44931 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -5754731.000000 Penalty: 5351.164551
	Iteration 158Q: 3 clusters Score -5754731 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44942 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -5754735.000000 Penalty: 5351.164551
	Iteration 159Q: 3 clusters Score -5754735 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44951 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -5754729.500000 Penalty: 5351.164551
	Iteration 160F: 3 clusters Score -5754730 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44960 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -5754737.500000 Penalty: 5351.164551
	Iteration 161Q: 3 clusters Score -5754738 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44969 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -5754731.500000 Penalty: 5351.164551
	Iteration 162Q: 3 clusters Score -5754732 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44981 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -5754739.000000 Penalty: 5351.164551
	Iteration 163Q: 3 clusters Score -5754739 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44992 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -5754730.000000 Penalty: 5351.164551
	Iteration 164Q: 3 clusters Score -5754730 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45005 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -5754736.500000 Penalty: 5351.164551
	Iteration 165Q: 3 clusters Score -5754736 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45019 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -5754737.000000 Penalty: 5351.164551
	Iteration 166Q: 3 clusters Score -5754737 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45034 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -5754742.000000 Penalty: 5351.164551
	Iteration 167Q: 3 clusters Score -5754742 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45046 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -5754750.000000 Penalty: 5351.164551
	Iteration 168Q: 3 clusters Score -5754750 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45054 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -5754747.500000 Penalty: 5351.164551
	Iteration 169Q: 3 clusters Score -5754748 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45066 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -5754742.500000 Penalty: 5351.164551
	Iteration 170Q: 3 clusters Score -5754742 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45076 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -5754741.500000 Penalty: 5351.164551
	Iteration 171Q: 3 clusters Score -5754742 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45082 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -5754744.500000 Penalty: 5351.164551
	Iteration 172Q: 3 clusters Score -5754744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45085 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -5754741.500000 Penalty: 5351.164551
	Iteration 173Q: 3 clusters Score -5754742 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45090 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -5754740.000000 Penalty: 5351.164551
	Iteration 174Q: 3 clusters Score -5754740 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45094 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -5754743.000000 Penalty: 5351.164551
	Iteration 175Q: 3 clusters Score -5754743 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45100 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -5754748.500000 Penalty: 5351.164551
	Iteration 176Q: 3 clusters Score -5754748 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45110 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -5754747.500000 Penalty: 5351.164551
	Iteration 177Q: 3 clusters Score -5754748 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45124 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -5754738.500000 Penalty: 5351.164551
	Iteration 178Q: 3 clusters Score -5754738 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45134 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -5754741.000000 Penalty: 5351.164551
	Iteration 179Q: 3 clusters Score -5754741 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45138 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -5754741.000000 Penalty: 5351.164551
	Iteration 180F: 3 clusters Score -5754741 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45149 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -5754749.000000 Penalty: 5351.164551
	Iteration 181Q: 3 clusters Score -5754749 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45159 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -5754754.500000 Penalty: 5351.164551
	Iteration 182Q: 3 clusters Score -5754754 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45166 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -5754756.000000 Penalty: 5351.164551
	Iteration 183Q: 3 clusters Score -5754756 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45173 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -5754757.500000 Penalty: 5351.164551
	Iteration 184Q: 3 clusters Score -5754758 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45182 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -5754764.000000 Penalty: 5351.164551
	Iteration 185Q: 3 clusters Score -5754764 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45187 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -5754765.500000 Penalty: 5351.164551
	Iteration 186Q: 3 clusters Score -5754766 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45191 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -5754764.500000 Penalty: 5351.164551
	Iteration 187Q: 3 clusters Score -5754764 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45198 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -5754761.000000 Penalty: 5351.164551
	Iteration 188Q: 3 clusters Score -5754761 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45200 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -5754763.000000 Penalty: 5351.164551
	Iteration 189Q: 3 clusters Score -5754763 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45202 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -5754761.500000 Penalty: 5351.164551
	Iteration 190Q: 3 clusters Score -5754762 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45203 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -5754763.000000 Penalty: 5351.164551
	Iteration 191Q: 3 clusters Score -5754763 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45203 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -5754763.000000 Penalty: 5351.164551
	Iteration 192F: 3 clusters Score -5754763 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (29987 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29987 members 
Entering Unmasked Estep 
Score: -3808259.250000 Penalty: 2556.512695
	Iteration 0F: 2 clusters Score -3808259 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14983 members 
Mstep: Class 2 contains 15004 members 
Entering Unmasked Estep 
Score: -3787834.250000 Penalty: 5113.025391
	Iteration 0F: 3 clusters Score -3787834 nChanged 13410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15009 members 
Mstep: Class 2 contains 14978 members 
Entering Unmasked Estep 
Score: -3795160.000000 Penalty: 5113.025391
	Iteration 1F: 3 clusters Score -3795160 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15063 members 
Mstep: Class 2 contains 14924 members 
Entering Unmasked Estep 
Score: -3795802.750000 Penalty: 5113.025391
	Iteration 2F: 3 clusters Score -3795803 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15194 members 
Mstep: Class 2 contains 14793 members 
Entering Unmasked Estep 
Score: -3796431.250000 Penalty: 5113.025391
	Iteration 3F: 3 clusters Score -3796431 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15348 members 
Mstep: Class 2 contains 14639 members 
Entering Unmasked Estep 
Score: -3796984.500000 Penalty: 5113.025391
	Iteration 4Q: 3 clusters Score -3796984 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15603 members 
Mstep: Class 2 contains 14384 members 
Entering Unmasked Estep 
Score: -3797559.250000 Penalty: 5113.025391
	Iteration 5Q: 3 clusters Score -3797559 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15935 members 
Mstep: Class 2 contains 14052 members 
Entering Unmasked Estep 
Score: -3798145.750000 Penalty: 5113.025391
	Iteration 6Q: 3 clusters Score -3798146 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16371 members 
Mstep: Class 2 contains 13616 members 
Entering Unmasked Estep 
Score: -3798710.250000 Penalty: 5113.025391
	Iteration 7Q: 3 clusters Score -3798710 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16906 members 
Mstep: Class 2 contains 13081 members 
Entering Unmasked Estep 
Score: -3799328.000000 Penalty: 5113.025391
	Iteration 8Q: 3 clusters Score -3799328 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17504 members 
Mstep: Class 2 contains 12483 members 
Entering Unmasked Estep 
Score: -3799966.000000 Penalty: 5113.025391
	Iteration 9Q: 3 clusters Score -3799966 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18212 members 
Mstep: Class 2 contains 11775 members 
Entering Unmasked Estep 
Score: -3800653.750000 Penalty: 5113.025391
	Iteration 10Q: 3 clusters Score -3800654 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18926 members 
Mstep: Class 2 contains 11061 members 
Entering Unmasked Estep 
Score: -3801338.500000 Penalty: 5113.025391
	Iteration 11Q: 3 clusters Score -3801338 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19617 members 
Mstep: Class 2 contains 10370 members 
Entering Unmasked Estep 
Score: -3801942.750000 Penalty: 5113.025391
	Iteration 12Q: 3 clusters Score -3801943 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20245 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -3802362.500000 Penalty: 5113.025391
	Iteration 13Q: 3 clusters Score -3802362 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20819 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -3802665.000000 Penalty: 5113.025391
	Iteration 14Q: 3 clusters Score -3802665 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21364 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -3802913.750000 Penalty: 5113.025391
	Iteration 15Q: 3 clusters Score -3802914 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21901 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -3803135.750000 Penalty: 5113.025391
	Iteration 16Q: 3 clusters Score -3803136 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22432 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -3803354.750000 Penalty: 5113.025391
	Iteration 17Q: 3 clusters Score -3803355 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22997 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -3803574.250000 Penalty: 5113.025391
	Iteration 18Q: 3 clusters Score -3803574 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23547 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -3803811.000000 Penalty: 5113.025391
	Iteration 19Q: 3 clusters Score -3803811 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24095 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -3804049.750000 Penalty: 5113.025391
	Iteration 20F: 3 clusters Score -3804050 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24666 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -3804324.500000 Penalty: 5113.025391
	Iteration 21Q: 3 clusters Score -3804324 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25241 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -3804618.750000 Penalty: 5113.025391
	Iteration 22Q: 3 clusters Score -3804619 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25807 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -3804926.500000 Penalty: 5113.025391
	Iteration 23Q: 3 clusters Score -3804926 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26281 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -3805195.750000 Penalty: 5113.025391
	Iteration 24Q: 3 clusters Score -3805196 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26727 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -3805487.250000 Penalty: 5113.025391
	Iteration 25Q: 3 clusters Score -3805487 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27107 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -3805731.500000 Penalty: 5113.025391
	Iteration 26Q: 3 clusters Score -3805732 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27426 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -3805975.750000 Penalty: 5113.025391
	Iteration 27Q: 3 clusters Score -3805976 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27691 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -3806114.000000 Penalty: 5113.025391
	Iteration 28Q: 3 clusters Score -3806114 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27897 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -3806221.250000 Penalty: 5113.025391
	Iteration 29Q: 3 clusters Score -3806221 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28067 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -3806315.500000 Penalty: 5113.025391
	Iteration 30Q: 3 clusters Score -3806316 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28201 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -3806380.750000 Penalty: 5113.025391
	Iteration 31Q: 3 clusters Score -3806381 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28300 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -3806430.750000 Penalty: 5113.025391
	Iteration 32Q: 3 clusters Score -3806431 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28379 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -3806473.750000 Penalty: 5113.025391
	Iteration 33Q: 3 clusters Score -3806474 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28457 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -3806517.750000 Penalty: 5113.025391
	Iteration 34Q: 3 clusters Score -3806518 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28518 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -3806557.750000 Penalty: 5113.025391
	Iteration 35Q: 3 clusters Score -3806558 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28566 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -3806603.750000 Penalty: 5113.025391
	Iteration 36Q: 3 clusters Score -3806604 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28610 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -3806662.250000 Penalty: 5113.025391
	Iteration 37Q: 3 clusters Score -3806662 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28651 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -3806731.750000 Penalty: 5113.025391
	Iteration 38Q: 3 clusters Score -3806732 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28690 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -3806816.750000 Penalty: 5113.025391
	Iteration 39Q: 3 clusters Score -3806817 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28736 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -3806984.750000 Penalty: 5113.025391
	Iteration 40F: 3 clusters Score -3806985 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28765 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -3807203.500000 Penalty: 5113.025391
	Iteration 41Q: 3 clusters Score -3807204 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28782 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -3807285.500000 Penalty: 5113.025391
	Iteration 42Q: 3 clusters Score -3807286 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28800 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -3807319.000000 Penalty: 5113.025391
	Iteration 43Q: 3 clusters Score -3807319 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28808 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -3807329.000000 Penalty: 5113.025391
	Iteration 44Q: 3 clusters Score -3807329 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28811 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -3807339.750000 Penalty: 5113.025391
	Iteration 45Q: 3 clusters Score -3807340 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28809 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -3807350.750000 Penalty: 5113.025391
	Iteration 46Q: 3 clusters Score -3807351 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28804 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -3807351.250000 Penalty: 5113.025391
	Iteration 47Q: 3 clusters Score -3807351 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28798 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -3807345.500000 Penalty: 5113.025391
	Iteration 48Q: 3 clusters Score -3807346 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28791 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -3807358.000000 Penalty: 5113.025391
	Iteration 49Q: 3 clusters Score -3807358 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28787 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -3807359.750000 Penalty: 5113.025391
	Iteration 50Q: 3 clusters Score -3807360 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28784 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -3807362.750000 Penalty: 5113.025391
	Iteration 51Q: 3 clusters Score -3807363 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28781 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -3807367.250000 Penalty: 5113.025391
	Iteration 52Q: 3 clusters Score -3807367 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28781 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -3807368.500000 Penalty: 5113.025391
	Iteration 53Q: 3 clusters Score -3807368 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28780 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -3807364.250000 Penalty: 5113.025391
	Iteration 54Q: 3 clusters Score -3807364 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28780 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -3807364.250000 Penalty: 5113.025391
	Iteration 55F: 3 clusters Score -3807364 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (12230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12230 members 
Entering Unmasked Estep 
Score: -1549700.500000 Penalty: 2334.088379
	Iteration 0F: 2 clusters Score -1549700 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -1540594.000000 Penalty: 4668.176758
	Iteration 0F: 3 clusters Score -1540594 nChanged 5113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -1543318.375000 Penalty: 4668.176758
	Iteration 1F: 3 clusters Score -1543318 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -1543635.750000 Penalty: 4668.176758
	Iteration 2F: 3 clusters Score -1543636 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -1543909.125000 Penalty: 4668.176758
	Iteration 3Q: 3 clusters Score -1543909 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -1544193.500000 Penalty: 4668.176758
	Iteration 4Q: 3 clusters Score -1544194 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -1544491.750000 Penalty: 4668.176758
	Iteration 5Q: 3 clusters Score -1544492 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -1544864.500000 Penalty: 4668.176758
	Iteration 6F: 3 clusters Score -1544864 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -1545326.500000 Penalty: 4668.176758
	Iteration 7F: 3 clusters Score -1545326 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -1545778.375000 Penalty: 4668.176758
	Iteration 8F: 3 clusters Score -1545778 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -1546236.375000 Penalty: 4668.176758
	Iteration 9Q: 3 clusters Score -1546236 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10303 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -1546583.000000 Penalty: 4668.176758
	Iteration 10Q: 3 clusters Score -1546583 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10636 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -1546837.375000 Penalty: 4668.176758
	Iteration 11Q: 3 clusters Score -1546837 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10907 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -1547040.875000 Penalty: 4668.176758
	Iteration 12Q: 3 clusters Score -1547041 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11106 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -1547187.000000 Penalty: 4668.176758
	Iteration 13Q: 3 clusters Score -1547187 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11252 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1547312.000000 Penalty: 4668.176758
	Iteration 14Q: 3 clusters Score -1547312 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11360 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -1547406.375000 Penalty: 4668.176758
	Iteration 15Q: 3 clusters Score -1547406 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11430 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -1547465.000000 Penalty: 4668.176758
	Iteration 16Q: 3 clusters Score -1547465 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11489 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1547508.625000 Penalty: 4668.176758
	Iteration 17Q: 3 clusters Score -1547509 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11527 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -1547537.625000 Penalty: 4668.176758
	Iteration 18Q: 3 clusters Score -1547538 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11552 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1547571.125000 Penalty: 4668.176758
	Iteration 19Q: 3 clusters Score -1547571 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11576 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -1547592.625000 Penalty: 4668.176758
	Iteration 20F: 3 clusters Score -1547593 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11595 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -1547609.500000 Penalty: 4668.176758
	Iteration 21Q: 3 clusters Score -1547610 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11615 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1547621.500000 Penalty: 4668.176758
	Iteration 22Q: 3 clusters Score -1547622 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11628 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -1547634.375000 Penalty: 4668.176758
	Iteration 23Q: 3 clusters Score -1547634 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11643 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -1547650.000000 Penalty: 4668.176758
	Iteration 24Q: 3 clusters Score -1547650 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11651 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -1547658.625000 Penalty: 4668.176758
	Iteration 25Q: 3 clusters Score -1547659 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11659 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -1547664.500000 Penalty: 4668.176758
	Iteration 26Q: 3 clusters Score -1547664 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11670 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1547672.625000 Penalty: 4668.176758
	Iteration 27Q: 3 clusters Score -1547673 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11678 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1547686.500000 Penalty: 4668.176758
	Iteration 28Q: 3 clusters Score -1547686 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11686 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1547694.375000 Penalty: 4668.176758
	Iteration 29Q: 3 clusters Score -1547694 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11691 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -1547700.625000 Penalty: 4668.176758
	Iteration 30Q: 3 clusters Score -1547701 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11694 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1547702.000000 Penalty: 4668.176758
	Iteration 31Q: 3 clusters Score -1547702 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11695 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1547701.000000 Penalty: 4668.176758
	Iteration 32Q: 3 clusters Score -1547701 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11695 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1547701.000000 Penalty: 4668.176758
	Iteration 33F: 3 clusters Score -1547701 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Entering Unmasked Estep 
Score: -536583.375000 Penalty: 2079.601074
	Iteration 0F: 2 clusters Score -536583.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -532455.562500 Penalty: 4159.202148
	Iteration 0F: 3 clusters Score -532455.6 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -533569.312500 Penalty: 4159.202148
	Iteration 1F: 3 clusters Score -533569.3 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -534028.312500 Penalty: 4159.202148
	Iteration 2F: 3 clusters Score -534028.3 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -534560.000000 Penalty: 4159.202148
	Iteration 3F: 3 clusters Score -534560 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -534970.312500 Penalty: 4159.202148
	Iteration 4F: 3 clusters Score -534970.3 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -535228.812500 Penalty: 4159.202148
	Iteration 5F: 3 clusters Score -535228.8 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -535443.250000 Penalty: 4159.202148
	Iteration 6F: 3 clusters Score -535443.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -535623.750000 Penalty: 4159.202148
	Iteration 7Q: 3 clusters Score -535623.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -535751.625000 Penalty: 4159.202148
	Iteration 8Q: 3 clusters Score -535751.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -535849.062500 Penalty: 4159.202148
	Iteration 9Q: 3 clusters Score -535849.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -535910.875000 Penalty: 4159.202148
	Iteration 10Q: 3 clusters Score -535910.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -535960.937500 Penalty: 4159.202148
	Iteration 11Q: 3 clusters Score -535960.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -535992.875000 Penalty: 4159.202148
	Iteration 12Q: 3 clusters Score -535992.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -536017.875000 Penalty: 4159.202148
	Iteration 13Q: 3 clusters Score -536017.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -536031.437500 Penalty: 4159.202148
	Iteration 14Q: 3 clusters Score -536031.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -536040.437500 Penalty: 4159.202148
	Iteration 15Q: 3 clusters Score -536040.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -536045.875000 Penalty: 4159.202148
	Iteration 16Q: 3 clusters Score -536045.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -536050.750000 Penalty: 4159.202148
	Iteration 17Q: 3 clusters Score -536050.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -536053.250000 Penalty: 4159.202148
	Iteration 18Q: 3 clusters Score -536053.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -536053.625000 Penalty: 4159.202148
	Iteration 19Q: 3 clusters Score -536053.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -536054.187500 Penalty: 4159.202148
	Iteration 20F: 3 clusters Score -536054.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (225752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225752 members 
Entering Unmasked Estep 
Score: -29120922.000000 Penalty: 3057.143799
	Iteration 0F: 2 clusters Score -2.912092e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112418 members 
Mstep: Class 2 contains 113334 members 
Entering Unmasked Estep 
Score: -28987882.000000 Penalty: 6114.287598
	Iteration 0F: 3 clusters Score -2.898788e+07 nChanged 109134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103188 members 
Mstep: Class 2 contains 122564 members 
Entering Unmasked Estep 
Score: -29052932.000000 Penalty: 6114.287598
	Iteration 1F: 3 clusters Score -2.905293e+07 nChanged 8345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96549 members 
Mstep: Class 2 contains 129203 members 
Entering Unmasked Estep 
Score: -29055798.000000 Penalty: 6114.287598
	Iteration 2Q: 3 clusters Score -2.90558e+07 nChanged 11157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86438 members 
Mstep: Class 2 contains 139314 members 
Entering Unmasked Estep 
Score: -29060702.000000 Penalty: 6114.287598
	Iteration 3Q: 3 clusters Score -2.90607e+07 nChanged 15468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71788 members 
Mstep: Class 2 contains 153964 members 
Entering Unmasked Estep 
Score: -29070076.000000 Penalty: 6114.287598
	Iteration 4F: 3 clusters Score -2.907008e+07 nChanged 19423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52929 members 
Mstep: Class 2 contains 172823 members 
Entering Unmasked Estep 
Score: -29085578.000000 Penalty: 6114.287598
	Iteration 5F: 3 clusters Score -2.908558e+07 nChanged 20271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32940 members 
Mstep: Class 2 contains 192812 members 
Entering Unmasked Estep 
Score: -29102838.000000 Penalty: 6114.287598
	Iteration 6F: 3 clusters Score -2.910284e+07 nChanged 16622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16406 members 
Mstep: Class 2 contains 209346 members 
Entering Unmasked Estep 
Score: -29111846.000000 Penalty: 6114.287598
	Iteration 7F: 3 clusters Score -2.911185e+07 nChanged 9551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 218881 members 
Entering Unmasked Estep 
Score: -29115598.000000 Penalty: 6114.287598
	Iteration 8Q: 3 clusters Score -2.91156e+07 nChanged 4233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 223114 members 
Entering Unmasked Estep 
Score: -29117352.000000 Penalty: 6114.287598
	Iteration 9Q: 3 clusters Score -2.911735e+07 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 224581 members 
Entering Unmasked Estep 
Score: -29117876.000000 Penalty: 6114.287598
	Iteration 10Q: 3 clusters Score -2.911788e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 225047 members 
Entering Unmasked Estep 
Score: -29118074.000000 Penalty: 6114.287598
	Iteration 11Q: 3 clusters Score -2.911807e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 225216 members 
Entering Unmasked Estep 
Score: -29118208.000000 Penalty: 6114.287598
	Iteration 12Q: 3 clusters Score -2.911821e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 225287 members 
Entering Unmasked Estep 
Score: -29118310.000000 Penalty: 6114.287598
	Iteration 13Q: 3 clusters Score -2.911831e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 225313 members 
Entering Unmasked Estep 
Score: -29118354.000000 Penalty: 6114.287598
	Iteration 14Q: 3 clusters Score -2.911835e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 225333 members 
Entering Unmasked Estep 
Score: -29118350.000000 Penalty: 6114.287598
	Iteration 15Q: 3 clusters Score -2.911835e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 225341 members 
Entering Unmasked Estep 
Score: -29118388.000000 Penalty: 6114.287598
	Iteration 16Q: 3 clusters Score -2.911839e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 225348 members 
Entering Unmasked Estep 
Score: -29118396.000000 Penalty: 6114.287598
	Iteration 17Q: 3 clusters Score -2.91184e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 225352 members 
Entering Unmasked Estep 
Score: -29118380.000000 Penalty: 6114.287598
	Iteration 18Q: 3 clusters Score -2.911838e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 225352 members 
Entering Unmasked Estep 
Score: -29118406.000000 Penalty: 6114.287598
	Iteration 19Q: 3 clusters Score -2.911841e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 225351 members 
Entering Unmasked Estep 
Score: -29118424.000000 Penalty: 6114.287598
	Iteration 20F: 3 clusters Score -2.911842e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 225352 members 
Entering Unmasked Estep 
Score: -29118420.000000 Penalty: 6114.287598
	Iteration 21Q: 3 clusters Score -2.911842e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 225352 members 
Entering Unmasked Estep 
Score: -29118422.000000 Penalty: 6114.287598
	Iteration 22Q: 3 clusters Score -2.911842e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 225355 members 
Entering Unmasked Estep 
Score: -29118436.000000 Penalty: 6114.287598
	Iteration 23Q: 3 clusters Score -2.911844e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 225359 members 
Entering Unmasked Estep 
Score: -29118428.000000 Penalty: 6114.287598
	Iteration 24Q: 3 clusters Score -2.911843e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 225359 members 
Entering Unmasked Estep 
Score: -29118420.000000 Penalty: 6114.287598
	Iteration 25Q: 3 clusters Score -2.911842e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 225362 members 
Entering Unmasked Estep 
Score: -29118436.000000 Penalty: 6114.287598
	Iteration 26Q: 3 clusters Score -2.911844e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 225361 members 
Entering Unmasked Estep 
Score: -29118450.000000 Penalty: 6114.287598
	Iteration 27Q: 3 clusters Score -2.911845e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 225365 members 
Entering Unmasked Estep 
Score: -29118454.000000 Penalty: 6114.287598
	Iteration 28Q: 3 clusters Score -2.911845e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 225367 members 
Entering Unmasked Estep 
Score: -29118450.000000 Penalty: 6114.287598
	Iteration 29Q: 3 clusters Score -2.911845e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 225366 members 
Entering Unmasked Estep 
Score: -29118448.000000 Penalty: 6114.287598
	Iteration 30Q: 3 clusters Score -2.911845e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 225363 members 
Entering Unmasked Estep 
Score: -29118456.000000 Penalty: 6114.287598
	Iteration 31Q: 3 clusters Score -2.911846e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 225363 members 
Entering Unmasked Estep 
Score: -29118448.000000 Penalty: 6114.287598
	Iteration 32Q: 3 clusters Score -2.911845e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 225363 members 
Entering Unmasked Estep 
Score: -29118448.000000 Penalty: 6114.287598
	Iteration 33F: 3 clusters Score -2.911845e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (9463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Entering Unmasked Estep 
Score: -1153290.375000 Penalty: 2270.475830
	Iteration 0F: 2 clusters Score -1153290 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -1145973.500000 Penalty: 4540.951660
	Iteration 0F: 3 clusters Score -1145974 nChanged 3932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -1148214.750000 Penalty: 4540.951660
	Iteration 1F: 3 clusters Score -1148215 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -1148606.250000 Penalty: 4540.951660
	Iteration 2F: 3 clusters Score -1148606 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -1148915.875000 Penalty: 4540.951660
	Iteration 3F: 3 clusters Score -1148916 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -1149184.125000 Penalty: 4540.951660
	Iteration 4F: 3 clusters Score -1149184 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -1149455.750000 Penalty: 4540.951660
	Iteration 5Q: 3 clusters Score -1149456 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -1149727.000000 Penalty: 4540.951660
	Iteration 6Q: 3 clusters Score -1149727 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -1149991.625000 Penalty: 4540.951660
	Iteration 7Q: 3 clusters Score -1149992 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -1150229.250000 Penalty: 4540.951660
	Iteration 8Q: 3 clusters Score -1150229 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -1150430.750000 Penalty: 4540.951660
	Iteration 9Q: 3 clusters Score -1150431 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -1150605.000000 Penalty: 4540.951660
	Iteration 10Q: 3 clusters Score -1150605 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -1150753.750000 Penalty: 4540.951660
	Iteration 11Q: 3 clusters Score -1150754 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -1150872.500000 Penalty: 4540.951660
	Iteration 12Q: 3 clusters Score -1150872 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -1150967.750000 Penalty: 4540.951660
	Iteration 13Q: 3 clusters Score -1150968 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -1151040.625000 Penalty: 4540.951660
	Iteration 14Q: 3 clusters Score -1151041 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -1151082.125000 Penalty: 4540.951660
	Iteration 15Q: 3 clusters Score -1151082 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -1151106.125000 Penalty: 4540.951660
	Iteration 16Q: 3 clusters Score -1151106 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -1151129.250000 Penalty: 4540.951660
	Iteration 17Q: 3 clusters Score -1151129 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -1151150.125000 Penalty: 4540.951660
	Iteration 18Q: 3 clusters Score -1151150 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -1151166.375000 Penalty: 4540.951660
	Iteration 19Q: 3 clusters Score -1151166 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -1151195.000000 Penalty: 4540.951660
	Iteration 20F: 3 clusters Score -1151195 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -1151215.000000 Penalty: 4540.951660
	Iteration 21Q: 3 clusters Score -1151215 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -1151229.375000 Penalty: 4540.951660
	Iteration 22Q: 3 clusters Score -1151229 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -1151241.500000 Penalty: 4540.951660
	Iteration 23Q: 3 clusters Score -1151242 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -1151256.250000 Penalty: 4540.951660
	Iteration 24Q: 3 clusters Score -1151256 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -1151263.750000 Penalty: 4540.951660
	Iteration 25Q: 3 clusters Score -1151264 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -1151269.000000 Penalty: 4540.951660
	Iteration 26Q: 3 clusters Score -1151269 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -1151271.500000 Penalty: 4540.951660
	Iteration 27Q: 3 clusters Score -1151272 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -1151272.625000 Penalty: 4540.951660
	Iteration 28Q: 3 clusters Score -1151273 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -1151278.375000 Penalty: 4540.951660
	Iteration 29Q: 3 clusters Score -1151278 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -1151283.375000 Penalty: 4540.951660
	Iteration 30Q: 3 clusters Score -1151283 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -1151282.875000 Penalty: 4540.951660
	Iteration 31Q: 3 clusters Score -1151283 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -1151287.250000 Penalty: 4540.951660
	Iteration 32Q: 3 clusters Score -1151287 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -1151289.000000 Penalty: 4540.951660
	Iteration 33Q: 3 clusters Score -1151289 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -1151292.375000 Penalty: 4540.951660
	Iteration 34Q: 3 clusters Score -1151292 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -1151294.250000 Penalty: 4540.951660
	Iteration 35Q: 3 clusters Score -1151294 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -1151293.250000 Penalty: 4540.951660
	Iteration 36Q: 3 clusters Score -1151293 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -1151295.125000 Penalty: 4540.951660
	Iteration 37Q: 3 clusters Score -1151295 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -1151295.375000 Penalty: 4540.951660
	Iteration 38Q: 3 clusters Score -1151295 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -1151296.250000 Penalty: 4540.951660
	Iteration 39Q: 3 clusters Score -1151296 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -1151296.250000 Penalty: 4540.951660
	Iteration 40F: 3 clusters Score -1151296 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (5417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Entering Unmasked Estep 
Score: -670059.500000 Penalty: 2132.129883
	Iteration 0F: 2 clusters Score -670059.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -665247.750000 Penalty: 4264.259766
	Iteration 0F: 3 clusters Score -665247.8 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -666458.750000 Penalty: 4264.259766
	Iteration 1F: 3 clusters Score -666458.8 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -666736.812500 Penalty: 4264.259766
	Iteration 2F: 3 clusters Score -666736.8 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -666951.437500 Penalty: 4264.259766
	Iteration 3F: 3 clusters Score -666951.4 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -667156.500000 Penalty: 4264.259766
	Iteration 4F: 3 clusters Score -667156.5 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -667356.562500 Penalty: 4264.259766
	Iteration 5Q: 3 clusters Score -667356.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -667526.875000 Penalty: 4264.259766
	Iteration 6Q: 3 clusters Score -667526.9 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -667722.937500 Penalty: 4264.259766
	Iteration 7Q: 3 clusters Score -667722.9 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -667915.437500 Penalty: 4264.259766
	Iteration 8Q: 3 clusters Score -667915.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -668075.312500 Penalty: 4264.259766
	Iteration 9Q: 3 clusters Score -668075.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -668196.937500 Penalty: 4264.259766
	Iteration 10Q: 3 clusters Score -668196.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -668290.000000 Penalty: 4264.259766
	Iteration 11Q: 3 clusters Score -668290 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -668363.812500 Penalty: 4264.259766
	Iteration 12Q: 3 clusters Score -668363.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -668418.437500 Penalty: 4264.259766
	Iteration 13Q: 3 clusters Score -668418.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -668468.750000 Penalty: 4264.259766
	Iteration 14Q: 3 clusters Score -668468.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -668514.187500 Penalty: 4264.259766
	Iteration 15Q: 3 clusters Score -668514.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -668549.125000 Penalty: 4264.259766
	Iteration 16Q: 3 clusters Score -668549.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -668560.562500 Penalty: 4264.259766
	Iteration 17Q: 3 clusters Score -668560.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -668569.000000 Penalty: 4264.259766
	Iteration 18Q: 3 clusters Score -668569 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -668578.312500 Penalty: 4264.259766
	Iteration 19Q: 3 clusters Score -668578.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -668584.812500 Penalty: 4264.259766
	Iteration 20F: 3 clusters Score -668584.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -668591.375000 Penalty: 4264.259766
	Iteration 21Q: 3 clusters Score -668591.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -668592.375000 Penalty: 4264.259766
	Iteration 22Q: 3 clusters Score -668592.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -668592.875000 Penalty: 4264.259766
	Iteration 23Q: 3 clusters Score -668592.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -668594.687500 Penalty: 4264.259766
	Iteration 24Q: 3 clusters Score -668594.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -668594.687500 Penalty: 4264.259766
	Iteration 25F: 3 clusters Score -668594.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (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: -3461019.250000 Penalty: 2528.285889
	Iteration 0F: 2 clusters Score -3461019 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13456 members 
Mstep: Class 2 contains 13305 members 
Entering Unmasked Estep 
Score: -3442544.000000 Penalty: 5056.571777
	Iteration 0F: 3 clusters Score -3442544 nChanged 11957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14015 members 
Mstep: Class 2 contains 12746 members 
Entering Unmasked Estep 
Score: -3449159.500000 Penalty: 5056.571777
	Iteration 1F: 3 clusters Score -3449160 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14471 members 
Mstep: Class 2 contains 12290 members 
Entering Unmasked Estep 
Score: -3449649.750000 Penalty: 5056.571777
	Iteration 2Q: 3 clusters Score -3449650 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15056 members 
Mstep: Class 2 contains 11705 members 
Entering Unmasked Estep 
Score: -3450090.750000 Penalty: 5056.571777
	Iteration 3Q: 3 clusters Score -3450091 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15773 members 
Mstep: Class 2 contains 10988 members 
Entering Unmasked Estep 
Score: -3450535.250000 Penalty: 5056.571777
	Iteration 4Q: 3 clusters Score -3450535 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16710 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -3451082.500000 Penalty: 5056.571777
	Iteration 5Q: 3 clusters Score -3451082 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17892 members 
Mstep: Class 2 contains 8869 members 
Entering Unmasked Estep 
Score: -3451845.500000 Penalty: 5056.571777
	Iteration 6F: 3 clusters Score -3451846 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19318 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -3452884.750000 Penalty: 5056.571777
	Iteration 7F: 3 clusters Score -3452885 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20969 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -3454234.500000 Penalty: 5056.571777
	Iteration 8F: 3 clusters Score -3454234 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22576 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -3455596.000000 Penalty: 5056.571777
	Iteration 9F: 3 clusters Score -3455596 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23898 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -3456743.750000 Penalty: 5056.571777
	Iteration 10F: 3 clusters Score -3456744 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24842 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -3457561.500000 Penalty: 5056.571777
	Iteration 11Q: 3 clusters Score -3457562 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25403 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -3458038.000000 Penalty: 5056.571777
	Iteration 12Q: 3 clusters Score -3458038 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25749 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -3458359.750000 Penalty: 5056.571777
	Iteration 13Q: 3 clusters Score -3458360 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25947 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -3458548.500000 Penalty: 5056.571777
	Iteration 14Q: 3 clusters Score -3458548 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26054 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -3458647.500000 Penalty: 5056.571777
	Iteration 15Q: 3 clusters Score -3458648 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26118 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -3458731.500000 Penalty: 5056.571777
	Iteration 16Q: 3 clusters Score -3458732 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26158 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -3458786.250000 Penalty: 5056.571777
	Iteration 17Q: 3 clusters Score -3458786 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26188 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -3458836.500000 Penalty: 5056.571777
	Iteration 18Q: 3 clusters Score -3458836 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26206 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -3458860.250000 Penalty: 5056.571777
	Iteration 19Q: 3 clusters Score -3458860 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26219 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -3458874.500000 Penalty: 5056.571777
	Iteration 20F: 3 clusters Score -3458874 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26230 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -3458885.250000 Penalty: 5056.571777
	Iteration 21Q: 3 clusters Score -3458885 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26235 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -3458898.250000 Penalty: 5056.571777
	Iteration 22Q: 3 clusters Score -3458898 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26235 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -3458909.250000 Penalty: 5056.571777
	Iteration 23Q: 3 clusters Score -3458909 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26239 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -3458913.500000 Penalty: 5056.571777
	Iteration 24Q: 3 clusters Score -3458914 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26243 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -3458919.500000 Penalty: 5056.571777
	Iteration 25Q: 3 clusters Score -3458920 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26243 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -3458925.000000 Penalty: 5056.571777
	Iteration 26Q: 3 clusters Score -3458925 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26246 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -3458927.750000 Penalty: 5056.571777
	Iteration 27Q: 3 clusters Score -3458928 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26248 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -3458930.500000 Penalty: 5056.571777
	Iteration 28Q: 3 clusters Score -3458930 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26249 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -3458932.500000 Penalty: 5056.571777
	Iteration 29Q: 3 clusters Score -3458932 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26249 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -3458932.500000 Penalty: 5056.571777
	Iteration 30F: 3 clusters Score -3458932 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (9419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Entering Unmasked Estep 
Score: -1184353.500000 Penalty: 2269.320068
	Iteration 0F: 2 clusters Score -1184354 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -1177009.125000 Penalty: 4538.640137
	Iteration 0F: 3 clusters Score -1177009 nChanged 3937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -1179298.500000 Penalty: 4538.640137
	Iteration 1F: 3 clusters Score -1179298 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -1179693.625000 Penalty: 4538.640137
	Iteration 2F: 3 clusters Score -1179694 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -1179978.625000 Penalty: 4538.640137
	Iteration 3F: 3 clusters Score -1179979 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -1180204.750000 Penalty: 4538.640137
	Iteration 4Q: 3 clusters Score -1180205 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -1180397.750000 Penalty: 4538.640137
	Iteration 5Q: 3 clusters Score -1180398 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -1180587.625000 Penalty: 4538.640137
	Iteration 6Q: 3 clusters Score -1180588 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -1180810.375000 Penalty: 4538.640137
	Iteration 7Q: 3 clusters Score -1180810 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -1181042.750000 Penalty: 4538.640137
	Iteration 8Q: 3 clusters Score -1181043 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -1181254.000000 Penalty: 4538.640137
	Iteration 9Q: 3 clusters Score -1181254 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -1181474.875000 Penalty: 4538.640137
	Iteration 10Q: 3 clusters Score -1181475 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -1181686.500000 Penalty: 4538.640137
	Iteration 11Q: 3 clusters Score -1181686 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -1181857.750000 Penalty: 4538.640137
	Iteration 12Q: 3 clusters Score -1181858 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -1182015.625000 Penalty: 4538.640137
	Iteration 13Q: 3 clusters Score -1182016 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -1182143.375000 Penalty: 4538.640137
	Iteration 14Q: 3 clusters Score -1182143 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -1182227.000000 Penalty: 4538.640137
	Iteration 15Q: 3 clusters Score -1182227 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -1182300.625000 Penalty: 4538.640137
	Iteration 16Q: 3 clusters Score -1182301 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -1182346.750000 Penalty: 4538.640137
	Iteration 17Q: 3 clusters Score -1182347 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -1182373.750000 Penalty: 4538.640137
	Iteration 18Q: 3 clusters Score -1182374 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -1182393.750000 Penalty: 4538.640137
	Iteration 19Q: 3 clusters Score -1182394 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -1182407.750000 Penalty: 4538.640137
	Iteration 20F: 3 clusters Score -1182408 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -1182419.250000 Penalty: 4538.640137
	Iteration 21Q: 3 clusters Score -1182419 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -1182429.250000 Penalty: 4538.640137
	Iteration 22Q: 3 clusters Score -1182429 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -1182436.500000 Penalty: 4538.640137
	Iteration 23Q: 3 clusters Score -1182436 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -1182443.375000 Penalty: 4538.640137
	Iteration 24Q: 3 clusters Score -1182443 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -1182445.875000 Penalty: 4538.640137
	Iteration 25Q: 3 clusters Score -1182446 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -1182454.125000 Penalty: 4538.640137
	Iteration 26Q: 3 clusters Score -1182454 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -1182466.125000 Penalty: 4538.640137
	Iteration 27Q: 3 clusters Score -1182466 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -1182473.375000 Penalty: 4538.640137
	Iteration 28Q: 3 clusters Score -1182473 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -1182484.375000 Penalty: 4538.640137
	Iteration 29Q: 3 clusters Score -1182484 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -1182494.250000 Penalty: 4538.640137
	Iteration 30Q: 3 clusters Score -1182494 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -1182500.625000 Penalty: 4538.640137
	Iteration 31Q: 3 clusters Score -1182501 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -1182504.125000 Penalty: 4538.640137
	Iteration 32Q: 3 clusters Score -1182504 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -1182507.875000 Penalty: 4538.640137
	Iteration 33Q: 3 clusters Score -1182508 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -1182509.125000 Penalty: 4538.640137
	Iteration 34Q: 3 clusters Score -1182509 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -1182509.375000 Penalty: 4538.640137
	Iteration 35Q: 3 clusters Score -1182509 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -1182511.000000 Penalty: 4538.640137
	Iteration 36Q: 3 clusters Score -1182511 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -1182511.750000 Penalty: 4538.640137
	Iteration 37Q: 3 clusters Score -1182512 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -1182515.500000 Penalty: 4538.640137
	Iteration 38Q: 3 clusters Score -1182516 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -1182514.125000 Penalty: 4538.640137
	Iteration 39Q: 3 clusters Score -1182514 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -1182514.000000 Penalty: 4538.640137
	Iteration 40F: 3 clusters Score -1182514 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -1182514.000000 Penalty: 4538.640137
	Iteration 41Q: 3 clusters Score -1182514 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -1182514.125000 Penalty: 4538.640137
	Iteration 42Q: 3 clusters Score -1182514 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -1182514.125000 Penalty: 4538.640137
	Iteration 43F: 3 clusters Score -1182514 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (10232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10232 members 
Entering Unmasked Estep 
Score: -1294341.875000 Penalty: 2289.852295
	Iteration 0F: 2 clusters Score -1294342 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -1286445.625000 Penalty: 4579.704590
	Iteration 0F: 3 clusters Score -1286446 nChanged 4301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -1288775.375000 Penalty: 4579.704590
	Iteration 1F: 3 clusters Score -1288775 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -1289029.250000 Penalty: 4579.704590
	Iteration 2F: 3 clusters Score -1289029 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -1289215.250000 Penalty: 4579.704590
	Iteration 3Q: 3 clusters Score -1289215 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -1289357.625000 Penalty: 4579.704590
	Iteration 4Q: 3 clusters Score -1289358 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -1289484.375000 Penalty: 4579.704590
	Iteration 5Q: 3 clusters Score -1289484 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -1289600.625000 Penalty: 4579.704590
	Iteration 6Q: 3 clusters Score -1289601 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -1289725.750000 Penalty: 4579.704590
	Iteration 7Q: 3 clusters Score -1289726 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -1289859.750000 Penalty: 4579.704590
	Iteration 8Q: 3 clusters Score -1289860 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -1290021.625000 Penalty: 4579.704590
	Iteration 9Q: 3 clusters Score -1290022 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -1290178.375000 Penalty: 4579.704590
	Iteration 10Q: 3 clusters Score -1290178 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -1290315.375000 Penalty: 4579.704590
	Iteration 11Q: 3 clusters Score -1290315 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -1290435.250000 Penalty: 4579.704590
	Iteration 12Q: 3 clusters Score -1290435 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -1290561.750000 Penalty: 4579.704590
	Iteration 13Q: 3 clusters Score -1290562 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -1290680.000000 Penalty: 4579.704590
	Iteration 14Q: 3 clusters Score -1290680 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -1290826.500000 Penalty: 4579.704590
	Iteration 15Q: 3 clusters Score -1290826 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -1291008.750000 Penalty: 4579.704590
	Iteration 16Q: 3 clusters Score -1291009 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -1291245.375000 Penalty: 4579.704590
	Iteration 17Q: 3 clusters Score -1291245 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -1291497.125000 Penalty: 4579.704590
	Iteration 18Q: 3 clusters Score -1291497 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -1291745.500000 Penalty: 4579.704590
	Iteration 19Q: 3 clusters Score -1291746 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -1291995.625000 Penalty: 4579.704590
	Iteration 20F: 3 clusters Score -1291996 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -1292244.750000 Penalty: 4579.704590
	Iteration 21Q: 3 clusters Score -1292245 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -1292502.750000 Penalty: 4579.704590
	Iteration 22Q: 3 clusters Score -1292503 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -1292685.625000 Penalty: 4579.704590
	Iteration 23Q: 3 clusters Score -1292686 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -1292790.500000 Penalty: 4579.704590
	Iteration 24Q: 3 clusters Score -1292790 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -1292838.875000 Penalty: 4579.704590
	Iteration 25Q: 3 clusters Score -1292839 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -1292865.375000 Penalty: 4579.704590
	Iteration 26Q: 3 clusters Score -1292865 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -1292878.125000 Penalty: 4579.704590
	Iteration 27Q: 3 clusters Score -1292878 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -1292882.500000 Penalty: 4579.704590
	Iteration 28Q: 3 clusters Score -1292882 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -1292889.750000 Penalty: 4579.704590
	Iteration 29Q: 3 clusters Score -1292890 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -1292893.500000 Penalty: 4579.704590
	Iteration 30Q: 3 clusters Score -1292894 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -1292895.500000 Penalty: 4579.704590
	Iteration 31Q: 3 clusters Score -1292896 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -1292897.500000 Penalty: 4579.704590
	Iteration 32Q: 3 clusters Score -1292898 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -1292898.875000 Penalty: 4579.704590
	Iteration 33Q: 3 clusters Score -1292899 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -1292899.250000 Penalty: 4579.704590
	Iteration 34Q: 3 clusters Score -1292899 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -1292900.500000 Penalty: 4579.704590
	Iteration 35Q: 3 clusters Score -1292900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -1292899.500000 Penalty: 4579.704590
	Iteration 36Q: 3 clusters Score -1292900 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -1292900.000000 Penalty: 4579.704590
	Iteration 37Q: 3 clusters Score -1292900 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -1292900.875000 Penalty: 4579.704590
	Iteration 38Q: 3 clusters Score -1292901 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -1292901.750000 Penalty: 4579.704590
	Iteration 39Q: 3 clusters Score -1292902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -1292902.375000 Penalty: 4579.704590
	Iteration 40F: 3 clusters Score -1292902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -1292902.125000 Penalty: 4579.704590
	Iteration 41Q: 3 clusters Score -1292902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -1292902.750000 Penalty: 4579.704590
	Iteration 42Q: 3 clusters Score -1292903 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -1292903.500000 Penalty: 4579.704590
	Iteration 43Q: 3 clusters Score -1292904 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -1292903.875000 Penalty: 4579.704590
	Iteration 44Q: 3 clusters Score -1292904 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -1292903.875000 Penalty: 4579.704590
	Iteration 45Q: 3 clusters Score -1292904 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -1292904.250000 Penalty: 4579.704590
	Iteration 46Q: 3 clusters Score -1292904 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -1292904.250000 Penalty: 4579.704590
	Iteration 47F: 3 clusters Score -1292904 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (10398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Entering Unmasked Estep 
Score: -1300304.000000 Penalty: 2293.843506
	Iteration 0F: 2 clusters Score -1300304 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -1292323.875000 Penalty: 4587.687012
	Iteration 0F: 3 clusters Score -1292324 nChanged 4304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -1294705.625000 Penalty: 4587.687012
	Iteration 1F: 3 clusters Score -1294706 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -1295104.125000 Penalty: 4587.687012
	Iteration 2F: 3 clusters Score -1295104 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -1295413.125000 Penalty: 4587.687012
	Iteration 3F: 3 clusters Score -1295413 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -1295721.750000 Penalty: 4587.687012
	Iteration 4F: 3 clusters Score -1295722 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -1296133.125000 Penalty: 4587.687012
	Iteration 5F: 3 clusters Score -1296133 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -1296649.750000 Penalty: 4587.687012
	Iteration 6F: 3 clusters Score -1296650 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -1297212.750000 Penalty: 4587.687012
	Iteration 7F: 3 clusters Score -1297213 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -1297829.125000 Penalty: 4587.687012
	Iteration 8F: 3 clusters Score -1297829 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -1298324.875000 Penalty: 4587.687012
	Iteration 9F: 3 clusters Score -1298325 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -1298649.375000 Penalty: 4587.687012
	Iteration 10Q: 3 clusters Score -1298649 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -1298885.750000 Penalty: 4587.687012
	Iteration 11Q: 3 clusters Score -1298886 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -1299151.375000 Penalty: 4587.687012
	Iteration 12Q: 3 clusters Score -1299151 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -1299508.000000 Penalty: 4587.687012
	Iteration 13Q: 3 clusters Score -1299508 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -1299937.250000 Penalty: 4587.687012
	Iteration 14Q: 3 clusters Score -1299937 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -1300150.875000 Penalty: 4587.687012
	Iteration 15Q: 3 clusters Score -1300151 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -1300239.500000 Penalty: 4587.687012
	Iteration 16Q: 3 clusters Score -1300240 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -1300289.000000 Penalty: 4587.687012
	Iteration 17Q: 3 clusters Score -1300289 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -1300316.250000 Penalty: 4587.687012
	Iteration 18Q: 3 clusters Score -1300316 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -1300325.375000 Penalty: 4587.687012
	Iteration 19Q: 3 clusters Score -1300325 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -1300334.750000 Penalty: 4587.687012
	Iteration 20F: 3 clusters Score -1300335 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -1300339.375000 Penalty: 4587.687012
	Iteration 21Q: 3 clusters Score -1300339 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -1300341.625000 Penalty: 4587.687012
	Iteration 22Q: 3 clusters Score -1300342 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -1300345.000000 Penalty: 4587.687012
	Iteration 23Q: 3 clusters Score -1300345 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -1300342.375000 Penalty: 4587.687012
	Iteration 24Q: 3 clusters Score -1300342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -1300341.750000 Penalty: 4587.687012
	Iteration 25Q: 3 clusters Score -1300342 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -1300341.750000 Penalty: 4587.687012
	Iteration 26F: 3 clusters Score -1300342 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 15366 members 
Mstep: Class 3 contains 27175 members 
Mstep: Class 4 contains 35757 members 
Mstep: Class 5 contains 21515 members 
Mstep: Class 6 contains 1661 members 
Mstep: Class 7 contains 2495 members 
Mstep: Class 8 contains 48467 members 
Mstep: Class 9 contains 29987 members 
Mstep: Class 10 contains 12230 members 
Mstep: Class 11 contains 4383 members 
Mstep: Class 12 contains 225752 members 
Mstep: Class 13 contains 9463 members 
Mstep: Class 14 contains 5417 members 
Mstep: Class 15 contains 26761 members 
Mstep: Class 16 contains 9419 members 
Mstep: Class 17 contains 10232 members 
Mstep: Class 18 contains 7909 members 
Mstep: Class 19 contains 163541 members 
Mstep: Class 20 contains 41729 members 
Mstep: Class 21 contains 12996 members 
Mstep: Class 22 contains 262 members 
Mstep: Class 23 contains 10742 members 
Mstep: Class 24 contains 4149 members 
Mstep: Class 25 contains 6536 members 
Mstep: Class 26 contains 60595 members 
Mstep: Class 27 contains 9603 members 
Mstep: Class 28 contains 6818 members 
Mstep: Class 29 contains 5287 members 
Mstep: Class 30 contains 8673 members 
Mstep: Class 31 contains 700 members 
Mstep: Class 32 contains 2205 members 
Mstep: Class 33 contains 1801 members 
Mstep: Class 34 contains 8910 members 
Mstep: Class 35 contains 197591 members 
Mstep: Class 36 contains 2874 members 
Mstep: Class 37 contains 4600 members 
Mstep: Class 38 contains 3049 members 
Mstep: Class 39 contains 551 members 
Mstep: Class 40 contains 9866 members 
Mstep: Class 41 contains 27360 members 
Mstep: Class 42 contains 5047 members 
Mstep: Class 43 contains 12573 members 
Mstep: Class 44 contains 794 members 
Mstep: Class 45 contains 3752 members 
Mstep: Class 46 contains 2011 members 
Mstep: Class 47 contains 13737 members 
Mstep: Class 48 contains 421 members 
Mstep: Class 49 contains 4114 members 
Mstep: Class 50 contains 965 members 
Mstep: Class 51 contains 1903 members 
Mstep: Class 52 contains 37347 members 
Mstep: Class 53 contains 742 members 
Mstep: Class 54 contains 7069 members 
Mstep: Class 55 contains 849 members 
Mstep: Class 56 contains 6669 members 
Mstep: Class 57 contains 2489 members 
Entering Unmasked Estep 
Score: -147520320.000000 Penalty: 197734.250000
Splitting cluster 18 changes total score from -147517424.000000 to -147520320.000000
So it's getting split into cluster 57.
Entering ConstructFrom: 
Trying to split cluster 19 (163541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163541 members 
Entering Unmasked Estep 
Score: -20961892.000000 Penalty: 2977.195068
	Iteration 0F: 2 clusters Score -2.096189e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81655 members 
Mstep: Class 2 contains 81886 members 
Entering Unmasked Estep 
Score: -20852260.000000 Penalty: 5954.390137
	Iteration 0F: 3 clusters Score -2.085226e+07 nChanged 78169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80684 members 
Mstep: Class 2 contains 82857 members 
Entering Unmasked Estep 
Score: -20897666.000000 Penalty: 5954.390137
	Iteration 1F: 3 clusters Score -2.089767e+07 nChanged 4447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80255 members 
Mstep: Class 2 contains 83286 members 
Entering Unmasked Estep 
Score: -20898602.000000 Penalty: 5954.390137
	Iteration 2Q: 3 clusters Score -2.08986e+07 nChanged 4395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79676 members 
Mstep: Class 2 contains 83865 members 
Entering Unmasked Estep 
Score: -20899474.000000 Penalty: 5954.390137
	Iteration 3Q: 3 clusters Score -2.089947e+07 nChanged 4611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78779 members 
Mstep: Class 2 contains 84762 members 
Entering Unmasked Estep 
Score: -20900550.000000 Penalty: 5954.390137
	Iteration 4Q: 3 clusters Score -2.090055e+07 nChanged 4945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77396 members 
Mstep: Class 2 contains 86145 members 
Entering Unmasked Estep 
Score: -20902038.000000 Penalty: 5954.390137
	Iteration 5Q: 3 clusters Score -2.090204e+07 nChanged 5637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75227 members 
Mstep: Class 2 contains 88314 members 
Entering Unmasked Estep 
Score: -20904026.000000 Penalty: 5954.390137
	Iteration 6Q: 3 clusters Score -2.090403e+07 nChanged 6225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72092 members 
Mstep: Class 2 contains 91449 members 
Entering Unmasked Estep 
Score: -20906880.000000 Penalty: 5954.390137
	Iteration 7Q: 3 clusters Score -2.090688e+07 nChanged 7066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67868 members 
Mstep: Class 2 contains 95673 members 
Entering Unmasked Estep 
Score: -20910256.000000 Penalty: 5954.390137
	Iteration 8Q: 3 clusters Score -2.091026e+07 nChanged 8062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62246 members 
Mstep: Class 2 contains 101295 members 
Entering Unmasked Estep 
Score: -20914992.000000 Penalty: 5954.390137
	Iteration 9Q: 3 clusters Score -2.091499e+07 nChanged 8937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55161 members 
Mstep: Class 2 contains 108380 members 
Entering Unmasked Estep 
Score: -20920920.000000 Penalty: 5954.390137
	Iteration 10F: 3 clusters Score -2.092092e+07 nChanged 9259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47272 members 
Mstep: Class 2 contains 116269 members 
Entering Unmasked Estep 
Score: -20927268.000000 Penalty: 5954.390137
	Iteration 11F: 3 clusters Score -2.092727e+07 nChanged 8990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39088 members 
Mstep: Class 2 contains 124453 members 
Entering Unmasked Estep 
Score: -20933506.000000 Penalty: 5954.390137
	Iteration 12F: 3 clusters Score -2.093351e+07 nChanged 8412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31112 members 
Mstep: Class 2 contains 132429 members 
Entering Unmasked Estep 
Score: -20939078.000000 Penalty: 5954.390137
	Iteration 13F: 3 clusters Score -2.093908e+07 nChanged 7473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23855 members 
Mstep: Class 2 contains 139686 members 
Entering Unmasked Estep 
Score: -20944216.000000 Penalty: 5954.390137
	Iteration 14Q: 3 clusters Score -2.094422e+07 nChanged 6409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17546 members 
Mstep: Class 2 contains 145995 members 
Entering Unmasked Estep 
Score: -20948834.000000 Penalty: 5954.390137
	Iteration 15Q: 3 clusters Score -2.094883e+07 nChanged 5062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12556 members 
Mstep: Class 2 contains 150985 members 
Entering Unmasked Estep 
Score: -20952122.000000 Penalty: 5954.390137
	Iteration 16Q: 3 clusters Score -2.095212e+07 nChanged 3747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 154696 members 
Entering Unmasked Estep 
Score: -20954562.000000 Penalty: 5954.390137
	Iteration 17Q: 3 clusters Score -2.095456e+07 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 157313 members 
Entering Unmasked Estep 
Score: -20956244.000000 Penalty: 5954.390137
	Iteration 18Q: 3 clusters Score -2.095624e+07 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 159073 members 
Entering Unmasked Estep 
Score: -20957308.000000 Penalty: 5954.390137
	Iteration 19Q: 3 clusters Score -2.095731e+07 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 160196 members 
Entering Unmasked Estep 
Score: -20957986.000000 Penalty: 5954.390137
	Iteration 20F: 3 clusters Score -2.095799e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 160935 members 
Entering Unmasked Estep 
Score: -20958380.000000 Penalty: 5954.390137
	Iteration 21Q: 3 clusters Score -2.095838e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 161391 members 
Entering Unmasked Estep 
Score: -20958616.000000 Penalty: 5954.390137
	Iteration 22Q: 3 clusters Score -2.095862e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 161708 members 
Entering Unmasked Estep 
Score: -20958800.000000 Penalty: 5954.390137
	Iteration 23Q: 3 clusters Score -2.09588e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 161921 members 
Entering Unmasked Estep 
Score: -20958870.000000 Penalty: 5954.390137
	Iteration 24Q: 3 clusters Score -2.095887e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 162069 members 
Entering Unmasked Estep 
Score: -20958954.000000 Penalty: 5954.390137
	Iteration 25Q: 3 clusters Score -2.095895e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 162199 members 
Entering Unmasked Estep 
Score: -20959042.000000 Penalty: 5954.390137
	Iteration 26Q: 3 clusters Score -2.095904e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 162289 members 
Entering Unmasked Estep 
Score: -20959078.000000 Penalty: 5954.390137
	Iteration 27Q: 3 clusters Score -2.095908e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 162356 members 
Entering Unmasked Estep 
Score: -20959142.000000 Penalty: 5954.390137
	Iteration 28Q: 3 clusters Score -2.095914e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 162412 members 
Entering Unmasked Estep 
Score: -20959172.000000 Penalty: 5954.390137
	Iteration 29Q: 3 clusters Score -2.095917e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 162446 members 
Entering Unmasked Estep 
Score: -20959210.000000 Penalty: 5954.390137
	Iteration 30Q: 3 clusters Score -2.095921e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 162478 members 
Entering Unmasked Estep 
Score: -20959220.000000 Penalty: 5954.390137
	Iteration 31Q: 3 clusters Score -2.095922e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 162502 members 
Entering Unmasked Estep 
Score: -20959248.000000 Penalty: 5954.390137
	Iteration 32Q: 3 clusters Score -2.095925e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 162522 members 
Entering Unmasked Estep 
Score: -20959242.000000 Penalty: 5954.390137
	Iteration 33Q: 3 clusters Score -2.095924e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 162541 members 
Entering Unmasked Estep 
Score: -20959238.000000 Penalty: 5954.390137
	Iteration 34Q: 3 clusters Score -2.095924e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 162561 members 
Entering Unmasked Estep 
Score: -20959258.000000 Penalty: 5954.390137
	Iteration 35Q: 3 clusters Score -2.095926e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 162577 members 
Entering Unmasked Estep 
Score: -20959266.000000 Penalty: 5954.390137
	Iteration 36Q: 3 clusters Score -2.095927e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 162586 members 
Entering Unmasked Estep 
Score: -20959278.000000 Penalty: 5954.390137
	Iteration 37Q: 3 clusters Score -2.095928e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 162594 members 
Entering Unmasked Estep 
Score: -20959270.000000 Penalty: 5954.390137
	Iteration 38Q: 3 clusters Score -2.095927e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 162600 members 
Entering Unmasked Estep 
Score: -20959288.000000 Penalty: 5954.390137
	Iteration 39Q: 3 clusters Score -2.095929e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 162601 members 
Entering Unmasked Estep 
Score: -20959286.000000 Penalty: 5954.390137
	Iteration 40F: 3 clusters Score -2.095929e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 162610 members 
Entering Unmasked Estep 
Score: -20959298.000000 Penalty: 5954.390137
	Iteration 41Q: 3 clusters Score -2.09593e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 162623 members 
Entering Unmasked Estep 
Score: -20959290.000000 Penalty: 5954.390137
	Iteration 42Q: 3 clusters Score -2.095929e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 162637 members 
Entering Unmasked Estep 
Score: -20959278.000000 Penalty: 5954.390137
	Iteration 43Q: 3 clusters Score -2.095928e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 162650 members 
Entering Unmasked Estep 
Score: -20959308.000000 Penalty: 5954.390137
	Iteration 44Q: 3 clusters Score -2.095931e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 162659 members 
Entering Unmasked Estep 
Score: -20959330.000000 Penalty: 5954.390137
	Iteration 45Q: 3 clusters Score -2.095933e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 162669 members 
Entering Unmasked Estep 
Score: -20959342.000000 Penalty: 5954.390137
	Iteration 46Q: 3 clusters Score -2.095934e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 162686 members 
Entering Unmasked Estep 
Score: -20959356.000000 Penalty: 5954.390137
	Iteration 47Q: 3 clusters Score -2.095936e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 162692 members 
Entering Unmasked Estep 
Score: -20959336.000000 Penalty: 5954.390137
	Iteration 48Q: 3 clusters Score -2.095934e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 162696 members 
Entering Unmasked Estep 
Score: -20959330.000000 Penalty: 5954.390137
	Iteration 49Q: 3 clusters Score -2.095933e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 162699 members 
Entering Unmasked Estep 
Score: -20959340.000000 Penalty: 5954.390137
	Iteration 50Q: 3 clusters Score -2.095934e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 162703 members 
Entering Unmasked Estep 
Score: -20959334.000000 Penalty: 5954.390137
	Iteration 51Q: 3 clusters Score -2.095933e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 162703 members 
Entering Unmasked Estep 
Score: -20959334.000000 Penalty: 5954.390137
	Iteration 52Q: 3 clusters Score -2.095933e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 162703 members 
Entering Unmasked Estep 
Score: -20959334.000000 Penalty: 5954.390137
	Iteration 53Q: 3 clusters Score -2.095933e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 162706 members 
Entering Unmasked Estep 
Score: -20959348.000000 Penalty: 5954.390137
	Iteration 54Q: 3 clusters Score -2.095935e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 162708 members 
Entering Unmasked Estep 
Score: -20959354.000000 Penalty: 5954.390137
	Iteration 55Q: 3 clusters Score -2.095935e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 162713 members 
Entering Unmasked Estep 
Score: -20959354.000000 Penalty: 5954.390137
	Iteration 56Q: 3 clusters Score -2.095935e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 162717 members 
Entering Unmasked Estep 
Score: -20959360.000000 Penalty: 5954.390137
	Iteration 57Q: 3 clusters Score -2.095936e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 162723 members 
Entering Unmasked Estep 
Score: -20959348.000000 Penalty: 5954.390137
	Iteration 58Q: 3 clusters Score -2.095935e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 162723 members 
Entering Unmasked Estep 
Score: -20959346.000000 Penalty: 5954.390137
	Iteration 59Q: 3 clusters Score -2.095935e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 162724 members 
Entering Unmasked Estep 
Score: -20959352.000000 Penalty: 5954.390137
	Iteration 60F: 3 clusters Score -2.095935e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 162727 members 
Entering Unmasked Estep 
Score: -20959354.000000 Penalty: 5954.390137
	Iteration 61Q: 3 clusters Score -2.095935e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 162727 members 
Entering Unmasked Estep 
Score: -20959346.000000 Penalty: 5954.390137
	Iteration 62Q: 3 clusters Score -2.095935e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 162727 members 
Entering Unmasked Estep 
Score: -20959360.000000 Penalty: 5954.390137
	Iteration 63Q: 3 clusters Score -2.095936e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 162727 members 
Entering Unmasked Estep 
Score: -20959360.000000 Penalty: 5954.390137
	Iteration 64F: 3 clusters Score -2.095936e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (41729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41729 members 
Entering Unmasked Estep 
Score: -5268344.000000 Penalty: 2638.459961
	Iteration 0F: 2 clusters Score -5268344 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20891 members 
Mstep: Class 2 contains 20838 members 
Entering Unmasked Estep 
Score: -5240209.500000 Penalty: 5276.919922
	Iteration 0F: 3 clusters Score -5240210 nChanged 19069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20382 members 
Mstep: Class 2 contains 21347 members 
Entering Unmasked Estep 
Score: -5250861.000000 Penalty: 5276.919922
	Iteration 1F: 3 clusters Score -5250861 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20164 members 
Mstep: Class 2 contains 21565 members 
Entering Unmasked Estep 
Score: -5251387.500000 Penalty: 5276.919922
	Iteration 2Q: 3 clusters Score -5251388 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19803 members 
Mstep: Class 2 contains 21926 members 
Entering Unmasked Estep 
Score: -5251935.000000 Penalty: 5276.919922
	Iteration 3Q: 3 clusters Score -5251935 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19264 members 
Mstep: Class 2 contains 22465 members 
Entering Unmasked Estep 
Score: -5252481.000000 Penalty: 5276.919922
	Iteration 4Q: 3 clusters Score -5252481 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18580 members 
Mstep: Class 2 contains 23149 members 
Entering Unmasked Estep 
Score: -5253105.500000 Penalty: 5276.919922
	Iteration 5Q: 3 clusters Score -5253106 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17673 members 
Mstep: Class 2 contains 24056 members 
Entering Unmasked Estep 
Score: -5253924.500000 Penalty: 5276.919922
	Iteration 6Q: 3 clusters Score -5253924 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16421 members 
Mstep: Class 2 contains 25308 members 
Entering Unmasked Estep 
Score: -5254894.000000 Penalty: 5276.919922
	Iteration 7Q: 3 clusters Score -5254894 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14955 members 
Mstep: Class 2 contains 26774 members 
Entering Unmasked Estep 
Score: -5255962.500000 Penalty: 5276.919922
	Iteration 8F: 3 clusters Score -5255962 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13195 members 
Mstep: Class 2 contains 28534 members 
Entering Unmasked Estep 
Score: -5257189.000000 Penalty: 5276.919922
	Iteration 9F: 3 clusters Score -5257189 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11257 members 
Mstep: Class 2 contains 30472 members 
Entering Unmasked Estep 
Score: -5258640.500000 Penalty: 5276.919922
	Iteration 10F: 3 clusters Score -5258640 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 32460 members 
Entering Unmasked Estep 
Score: -5260072.000000 Penalty: 5276.919922
	Iteration 11F: 3 clusters Score -5260072 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 34341 members 
Entering Unmasked Estep 
Score: -5261458.500000 Penalty: 5276.919922
	Iteration 12Q: 3 clusters Score -5261458 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 36022 members 
Entering Unmasked Estep 
Score: -5262772.000000 Penalty: 5276.919922
	Iteration 13Q: 3 clusters Score -5262772 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 37350 members 
Entering Unmasked Estep 
Score: -5263834.000000 Penalty: 5276.919922
	Iteration 14Q: 3 clusters Score -5263834 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 38342 members 
Entering Unmasked Estep 
Score: -5264630.000000 Penalty: 5276.919922
	Iteration 15Q: 3 clusters Score -5264630 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 38997 members 
Entering Unmasked Estep 
Score: -5265185.000000 Penalty: 5276.919922
	Iteration 16Q: 3 clusters Score -5265185 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 39415 members 
Entering Unmasked Estep 
Score: -5265553.000000 Penalty: 5276.919922
	Iteration 17Q: 3 clusters Score -5265553 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 39704 members 
Entering Unmasked Estep 
Score: -5265833.500000 Penalty: 5276.919922
	Iteration 18Q: 3 clusters Score -5265834 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 39891 members 
Entering Unmasked Estep 
Score: -5265980.000000 Penalty: 5276.919922
	Iteration 19Q: 3 clusters Score -5265980 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 40014 members 
Entering Unmasked Estep 
Score: -5266057.500000 Penalty: 5276.919922
	Iteration 20F: 3 clusters Score -5266058 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 40093 members 
Entering Unmasked Estep 
Score: -5266113.500000 Penalty: 5276.919922
	Iteration 21Q: 3 clusters Score -5266114 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 40158 members 
Entering Unmasked Estep 
Score: -5266164.500000 Penalty: 5276.919922
	Iteration 22Q: 3 clusters Score -5266164 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 40205 members 
Entering Unmasked Estep 
Score: -5266191.500000 Penalty: 5276.919922
	Iteration 23Q: 3 clusters Score -5266192 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 40240 members 
Entering Unmasked Estep 
Score: -5266203.500000 Penalty: 5276.919922
	Iteration 24Q: 3 clusters Score -5266204 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 40271 members 
Entering Unmasked Estep 
Score: -5266209.500000 Penalty: 5276.919922
	Iteration 25Q: 3 clusters Score -5266210 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 40292 members 
Entering Unmasked Estep 
Score: -5266222.000000 Penalty: 5276.919922
	Iteration 26Q: 3 clusters Score -5266222 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 40312 members 
Entering Unmasked Estep 
Score: -5266222.000000 Penalty: 5276.919922
	Iteration 27Q: 3 clusters Score -5266222 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 40323 members 
Entering Unmasked Estep 
Score: -5266238.500000 Penalty: 5276.919922
	Iteration 28Q: 3 clusters Score -5266238 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 40333 members 
Entering Unmasked Estep 
Score: -5266228.000000 Penalty: 5276.919922
	Iteration 29Q: 3 clusters Score -5266228 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 40341 members 
Entering Unmasked Estep 
Score: -5266236.000000 Penalty: 5276.919922
	Iteration 30Q: 3 clusters Score -5266236 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 40349 members 
Entering Unmasked Estep 
Score: -5266241.500000 Penalty: 5276.919922
	Iteration 31Q: 3 clusters Score -5266242 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 40355 members 
Entering Unmasked Estep 
Score: -5266239.500000 Penalty: 5276.919922
	Iteration 32Q: 3 clusters Score -5266240 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 40362 members 
Entering Unmasked Estep 
Score: -5266240.500000 Penalty: 5276.919922
	Iteration 33Q: 3 clusters Score -5266240 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 40369 members 
Entering Unmasked Estep 
Score: -5266237.500000 Penalty: 5276.919922
	Iteration 34Q: 3 clusters Score -5266238 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 40379 members 
Entering Unmasked Estep 
Score: -5266242.500000 Penalty: 5276.919922
	Iteration 35Q: 3 clusters Score -5266242 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 40383 members 
Entering Unmasked Estep 
Score: -5266240.000000 Penalty: 5276.919922
	Iteration 36Q: 3 clusters Score -5266240 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 40391 members 
Entering Unmasked Estep 
Score: -5266244.000000 Penalty: 5276.919922
	Iteration 37Q: 3 clusters Score -5266244 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 40395 members 
Entering Unmasked Estep 
Score: -5266247.000000 Penalty: 5276.919922
	Iteration 38Q: 3 clusters Score -5266247 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 40401 members 
Entering Unmasked Estep 
Score: -5266246.000000 Penalty: 5276.919922
	Iteration 39Q: 3 clusters Score -5266246 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 40409 members 
Entering Unmasked Estep 
Score: -5266252.500000 Penalty: 5276.919922
	Iteration 40F: 3 clusters Score -5266252 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 40416 members 
Entering Unmasked Estep 
Score: -5266246.000000 Penalty: 5276.919922
	Iteration 41Q: 3 clusters Score -5266246 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 40419 members 
Entering Unmasked Estep 
Score: -5266251.500000 Penalty: 5276.919922
	Iteration 42Q: 3 clusters Score -5266252 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 40419 members 
Entering Unmasked Estep 
Score: -5266253.500000 Penalty: 5276.919922
	Iteration 43Q: 3 clusters Score -5266254 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 40422 members 
Entering Unmasked Estep 
Score: -5266254.000000 Penalty: 5276.919922
	Iteration 44Q: 3 clusters Score -5266254 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 40422 members 
Entering Unmasked Estep 
Score: -5266254.000000 Penalty: 5276.919922
	Iteration 45F: 3 clusters Score -5266254 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (12996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12996 members 
Entering Unmasked Estep 
Score: -1503223.500000 Penalty: 2349.154297
	Iteration 0F: 2 clusters Score -1503224 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -1493636.500000 Penalty: 4698.308594
	Iteration 0F: 3 clusters Score -1493636 nChanged 5530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -1496595.875000 Penalty: 4698.308594
	Iteration 1F: 3 clusters Score -1496596 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -1497020.500000 Penalty: 4698.308594
	Iteration 2F: 3 clusters Score -1497020 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -1497425.375000 Penalty: 4698.308594
	Iteration 3F: 3 clusters Score -1497425 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -1497807.750000 Penalty: 4698.308594
	Iteration 4F: 3 clusters Score -1497808 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -1498193.000000 Penalty: 4698.308594
	Iteration 5Q: 3 clusters Score -1498193 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -1498560.750000 Penalty: 4698.308594
	Iteration 6Q: 3 clusters Score -1498561 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -1498904.750000 Penalty: 4698.308594
	Iteration 7Q: 3 clusters Score -1498905 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -1499221.750000 Penalty: 4698.308594
	Iteration 8Q: 3 clusters Score -1499222 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -1499534.875000 Penalty: 4698.308594
	Iteration 9Q: 3 clusters Score -1499535 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -1499810.000000 Penalty: 4698.308594
	Iteration 10Q: 3 clusters Score -1499810 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -1500091.625000 Penalty: 4698.308594
	Iteration 11Q: 3 clusters Score -1500092 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -1500343.875000 Penalty: 4698.308594
	Iteration 12Q: 3 clusters Score -1500344 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 9803 members 
Entering Unmasked Estep 
Score: -1500574.500000 Penalty: 4698.308594
	Iteration 13Q: 3 clusters Score -1500574 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 10020 members 
Entering Unmasked Estep 
Score: -1500766.875000 Penalty: 4698.308594
	Iteration 14Q: 3 clusters Score -1500767 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 10197 members 
Entering Unmasked Estep 
Score: -1500941.125000 Penalty: 4698.308594
	Iteration 15Q: 3 clusters Score -1500941 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 10380 members 
Entering Unmasked Estep 
Score: -1501113.125000 Penalty: 4698.308594
	Iteration 16Q: 3 clusters Score -1501113 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 10537 members 
Entering Unmasked Estep 
Score: -1501241.750000 Penalty: 4698.308594
	Iteration 17Q: 3 clusters Score -1501242 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 10677 members 
Entering Unmasked Estep 
Score: -1501364.500000 Penalty: 4698.308594
	Iteration 18Q: 3 clusters Score -1501364 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 10795 members 
Entering Unmasked Estep 
Score: -1501446.250000 Penalty: 4698.308594
	Iteration 19Q: 3 clusters Score -1501446 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 10890 members 
Entering Unmasked Estep 
Score: -1501517.625000 Penalty: 4698.308594
	Iteration 20F: 3 clusters Score -1501518 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 10982 members 
Entering Unmasked Estep 
Score: -1501570.625000 Penalty: 4698.308594
	Iteration 21Q: 3 clusters Score -1501571 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 11046 members 
Entering Unmasked Estep 
Score: -1501613.750000 Penalty: 4698.308594
	Iteration 22Q: 3 clusters Score -1501614 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 11109 members 
Entering Unmasked Estep 
Score: -1501642.750000 Penalty: 4698.308594
	Iteration 23Q: 3 clusters Score -1501643 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 11169 members 
Entering Unmasked Estep 
Score: -1501666.875000 Penalty: 4698.308594
	Iteration 24Q: 3 clusters Score -1501667 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 11218 members 
Entering Unmasked Estep 
Score: -1501688.000000 Penalty: 4698.308594
	Iteration 25Q: 3 clusters Score -1501688 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 11266 members 
Entering Unmasked Estep 
Score: -1501711.500000 Penalty: 4698.308594
	Iteration 26Q: 3 clusters Score -1501712 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 11303 members 
Entering Unmasked Estep 
Score: -1501717.625000 Penalty: 4698.308594
	Iteration 27Q: 3 clusters Score -1501718 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 11330 members 
Entering Unmasked Estep 
Score: -1501729.000000 Penalty: 4698.308594
	Iteration 28Q: 3 clusters Score -1501729 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 11345 members 
Entering Unmasked Estep 
Score: -1501734.625000 Penalty: 4698.308594
	Iteration 29Q: 3 clusters Score -1501735 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 11358 members 
Entering Unmasked Estep 
Score: -1501737.500000 Penalty: 4698.308594
	Iteration 30Q: 3 clusters Score -1501738 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 11369 members 
Entering Unmasked Estep 
Score: -1501740.750000 Penalty: 4698.308594
	Iteration 31Q: 3 clusters Score -1501741 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 11379 members 
Entering Unmasked Estep 
Score: -1501745.625000 Penalty: 4698.308594
	Iteration 32Q: 3 clusters Score -1501746 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 11389 members 
Entering Unmasked Estep 
Score: -1501749.375000 Penalty: 4698.308594
	Iteration 33Q: 3 clusters Score -1501749 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 11399 members 
Entering Unmasked Estep 
Score: -1501751.875000 Penalty: 4698.308594
	Iteration 34Q: 3 clusters Score -1501752 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 11412 members 
Entering Unmasked Estep 
Score: -1501756.500000 Penalty: 4698.308594
	Iteration 35Q: 3 clusters Score -1501756 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 11429 members 
Entering Unmasked Estep 
Score: -1501760.125000 Penalty: 4698.308594
	Iteration 36Q: 3 clusters Score -1501760 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 11443 members 
Entering Unmasked Estep 
Score: -1501765.625000 Penalty: 4698.308594
	Iteration 37Q: 3 clusters Score -1501766 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 11460 members 
Entering Unmasked Estep 
Score: -1501777.250000 Penalty: 4698.308594
	Iteration 38Q: 3 clusters Score -1501777 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 11485 members 
Entering Unmasked Estep 
Score: -1501780.000000 Penalty: 4698.308594
	Iteration 39Q: 3 clusters Score -1501780 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 11516 members 
Entering Unmasked Estep 
Score: -1501794.875000 Penalty: 4698.308594
	Iteration 40F: 3 clusters Score -1501795 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 11545 members 
Entering Unmasked Estep 
Score: -1501811.500000 Penalty: 4698.308594
	Iteration 41Q: 3 clusters Score -1501812 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 11567 members 
Entering Unmasked Estep 
Score: -1501823.375000 Penalty: 4698.308594
	Iteration 42Q: 3 clusters Score -1501823 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 11590 members 
Entering Unmasked Estep 
Score: -1501828.375000 Penalty: 4698.308594
	Iteration 43Q: 3 clusters Score -1501828 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 11618 members 
Entering Unmasked Estep 
Score: -1501840.000000 Penalty: 4698.308594
	Iteration 44Q: 3 clusters Score -1501840 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 11642 members 
Entering Unmasked Estep 
Score: -1501856.750000 Penalty: 4698.308594
	Iteration 45Q: 3 clusters Score -1501857 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 11660 members 
Entering Unmasked Estep 
Score: -1501872.250000 Penalty: 4698.308594
	Iteration 46Q: 3 clusters Score -1501872 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 11690 members 
Entering Unmasked Estep 
Score: -1501893.625000 Penalty: 4698.308594
	Iteration 47Q: 3 clusters Score -1501894 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 11705 members 
Entering Unmasked Estep 
Score: -1501906.500000 Penalty: 4698.308594
	Iteration 48Q: 3 clusters Score -1501906 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 11725 members 
Entering Unmasked Estep 
Score: -1501917.500000 Penalty: 4698.308594
	Iteration 49Q: 3 clusters Score -1501918 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 11743 members 
Entering Unmasked Estep 
Score: -1501921.125000 Penalty: 4698.308594
	Iteration 50Q: 3 clusters Score -1501921 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 11762 members 
Entering Unmasked Estep 
Score: -1501927.250000 Penalty: 4698.308594
	Iteration 51Q: 3 clusters Score -1501927 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 11774 members 
Entering Unmasked Estep 
Score: -1501930.125000 Penalty: 4698.308594
	Iteration 52Q: 3 clusters Score -1501930 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 11783 members 
Entering Unmasked Estep 
Score: -1501937.625000 Penalty: 4698.308594
	Iteration 53Q: 3 clusters Score -1501938 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 11800 members 
Entering Unmasked Estep 
Score: -1501939.625000 Penalty: 4698.308594
	Iteration 54Q: 3 clusters Score -1501940 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 11815 members 
Entering Unmasked Estep 
Score: -1501947.250000 Penalty: 4698.308594
	Iteration 55Q: 3 clusters Score -1501947 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 11830 members 
Entering Unmasked Estep 
Score: -1501955.250000 Penalty: 4698.308594
	Iteration 56Q: 3 clusters Score -1501955 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 11837 members 
Entering Unmasked Estep 
Score: -1501962.625000 Penalty: 4698.308594
	Iteration 57Q: 3 clusters Score -1501963 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 11843 members 
Entering Unmasked Estep 
Score: -1501963.250000 Penalty: 4698.308594
	Iteration 58Q: 3 clusters Score -1501963 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 11846 members 
Entering Unmasked Estep 
Score: -1501960.125000 Penalty: 4698.308594
	Iteration 59Q: 3 clusters Score -1501960 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 11845 members 
Entering Unmasked Estep 
Score: -1501963.875000 Penalty: 4698.308594
	Iteration 60F: 3 clusters Score -1501964 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 11848 members 
Entering Unmasked Estep 
Score: -1501968.250000 Penalty: 4698.308594
	Iteration 61Q: 3 clusters Score -1501968 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 11854 members 
Entering Unmasked Estep 
Score: -1501969.000000 Penalty: 4698.308594
	Iteration 62Q: 3 clusters Score -1501969 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 11856 members 
Entering Unmasked Estep 
Score: -1501973.000000 Penalty: 4698.308594
	Iteration 63Q: 3 clusters Score -1501973 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 11855 members 
Entering Unmasked Estep 
Score: -1501974.500000 Penalty: 4698.308594
	Iteration 64Q: 3 clusters Score -1501974 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 11852 members 
Entering Unmasked Estep 
Score: -1501976.125000 Penalty: 4698.308594
	Iteration 65Q: 3 clusters Score -1501976 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 11851 members 
Entering Unmasked Estep 
Score: -1501977.500000 Penalty: 4698.308594
	Iteration 66Q: 3 clusters Score -1501978 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 11853 members 
Entering Unmasked Estep 
Score: -1501981.750000 Penalty: 4698.308594
	Iteration 67Q: 3 clusters Score -1501982 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 11853 members 
Entering Unmasked Estep 
Score: -1501981.750000 Penalty: 4698.308594
	Iteration 68F: 3 clusters Score -1501982 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Entering Unmasked Estep 
Score: -34124.589844 Penalty: 1380.949463
	Iteration 0F: 2 clusters Score -34124.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -33149.476562 Penalty: 2761.898926
	Iteration 0F: 3 clusters Score -33149.48 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -33424.015625 Penalty: 2761.898926
	Iteration 1F: 3 clusters Score -33424.02 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -33632.347656 Penalty: 2761.898926
	Iteration 2F: 3 clusters Score -33632.35 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -33696.230469 Penalty: 2761.898926
	Iteration 3Q: 3 clusters Score -33696.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -33790.781250 Penalty: 2761.898926
	Iteration 4Q: 3 clusters Score -33790.78 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -33908.800781 Penalty: 2761.898926
	Iteration 5Q: 3 clusters Score -33908.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -33935.617188 Penalty: 2761.898926
	Iteration 6Q: 3 clusters Score -33935.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -34116.835938 Penalty: 2761.898926
	Iteration 7Q: 3 clusters Score -34116.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -34133.054688 Penalty: 2761.898926
	Iteration 8Q: 3 clusters Score -34133.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -34136.488281 Penalty: 2761.898926
	Iteration 9F: 3 clusters Score -34136.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -34153.519531 Penalty: 2761.898926
	Iteration 10Q: 3 clusters Score -34153.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -34153.519531 Penalty: 2761.898926
	Iteration 11F: 3 clusters Score -34153.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 15366 members 
Mstep: Class 3 contains 27175 members 
Mstep: Class 4 contains 35757 members 
Mstep: Class 5 contains 21515 members 
Mstep: Class 6 contains 1661 members 
Mstep: Class 7 contains 2495 members 
Mstep: Class 8 contains 48467 members 
Mstep: Class 9 contains 29987 members 
Mstep: Class 10 contains 12230 members 
Mstep: Class 11 contains 4383 members 
Mstep: Class 12 contains 225752 members 
Mstep: Class 13 contains 9463 members 
Mstep: Class 14 contains 5417 members 
Mstep: Class 15 contains 26761 members 
Mstep: Class 16 contains 9419 members 
Mstep: Class 17 contains 10232 members 
Mstep: Class 18 contains 7909 members 
Mstep: Class 19 contains 163541 members 
Mstep: Class 20 contains 41729 members 
Mstep: Class 21 contains 12996 members 
Mstep: Class 22 contains 160 members 
Mstep: Class 23 contains 10742 members 
Mstep: Class 24 contains 4149 members 
Mstep: Class 25 contains 6536 members 
Mstep: Class 26 contains 60595 members 
Mstep: Class 27 contains 9603 members 
Mstep: Class 28 contains 6818 members 
Mstep: Class 29 contains 5287 members 
Mstep: Class 30 contains 8673 members 
Mstep: Class 31 contains 700 members 
Mstep: Class 32 contains 2205 members 
Mstep: Class 33 contains 1801 members 
Mstep: Class 34 contains 8910 members 
Mstep: Class 35 contains 197591 members 
Mstep: Class 36 contains 2874 members 
Mstep: Class 37 contains 4600 members 
Mstep: Class 38 contains 3049 members 
Mstep: Class 39 contains 551 members 
Mstep: Class 40 contains 9866 members 
Mstep: Class 41 contains 27360 members 
Mstep: Class 42 contains 5047 members 
Mstep: Class 43 contains 12573 members 
Mstep: Class 44 contains 794 members 
Mstep: Class 45 contains 3752 members 
Mstep: Class 46 contains 2011 members 
Mstep: Class 47 contains 13737 members 
Mstep: Class 48 contains 421 members 
Mstep: Class 49 contains 4114 members 
Mstep: Class 50 contains 965 members 
Mstep: Class 51 contains 1903 members 
Mstep: Class 52 contains 37347 members 
Mstep: Class 53 contains 742 members 
Mstep: Class 54 contains 7069 members 
Mstep: Class 55 contains 849 members 
Mstep: Class 56 contains 6669 members 
Mstep: Class 57 contains 2489 members 
Mstep: Class 58 contains 102 members 
Entering Unmasked Estep 
Score: -147518352.000000 Penalty: 201203.265625
Splitting cluster 22 changes total score from -147517424.000000 to -147518352.000000
So it's getting split into cluster 58.
Entering ConstructFrom: 
Trying to split cluster 23 (10742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10742 members 
Entering Unmasked Estep 
Score: -1351622.000000 Penalty: 2301.915283
	Iteration 0F: 2 clusters Score -1351622 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 5401 members 
Entering Unmasked Estep 
Score: -1343531.000000 Penalty: 4603.830566
	Iteration 0F: 3 clusters Score -1343531 nChanged 4409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -1345944.625000 Penalty: 4603.830566
	Iteration 1F: 3 clusters Score -1345945 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -1346299.125000 Penalty: 4603.830566
	Iteration 2F: 3 clusters Score -1346299 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -1346591.750000 Penalty: 4603.830566
	Iteration 3F: 3 clusters Score -1346592 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -1346837.375000 Penalty: 4603.830566
	Iteration 4Q: 3 clusters Score -1346837 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -1347046.000000 Penalty: 4603.830566
	Iteration 5Q: 3 clusters Score -1347046 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -1347271.625000 Penalty: 4603.830566
	Iteration 6Q: 3 clusters Score -1347272 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -1347515.500000 Penalty: 4603.830566
	Iteration 7Q: 3 clusters Score -1347516 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -1347786.125000 Penalty: 4603.830566
	Iteration 8Q: 3 clusters Score -1347786 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -1348110.875000 Penalty: 4603.830566
	Iteration 9Q: 3 clusters Score -1348111 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -1348485.625000 Penalty: 4603.830566
	Iteration 10Q: 3 clusters Score -1348486 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -1348922.875000 Penalty: 4603.830566
	Iteration 11Q: 3 clusters Score -1348923 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -1349296.375000 Penalty: 4603.830566
	Iteration 12Q: 3 clusters Score -1349296 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -1349577.000000 Penalty: 4603.830566
	Iteration 13Q: 3 clusters Score -1349577 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -1349764.250000 Penalty: 4603.830566
	Iteration 14Q: 3 clusters Score -1349764 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -1349894.125000 Penalty: 4603.830566
	Iteration 15Q: 3 clusters Score -1349894 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -1349992.250000 Penalty: 4603.830566
	Iteration 16Q: 3 clusters Score -1349992 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -1350067.875000 Penalty: 4603.830566
	Iteration 17Q: 3 clusters Score -1350068 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -1350109.625000 Penalty: 4603.830566
	Iteration 18Q: 3 clusters Score -1350110 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -1350131.250000 Penalty: 4603.830566
	Iteration 19Q: 3 clusters Score -1350131 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -1350163.750000 Penalty: 4603.830566
	Iteration 20F: 3 clusters Score -1350164 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -1350195.250000 Penalty: 4603.830566
	Iteration 21Q: 3 clusters Score -1350195 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -1350214.875000 Penalty: 4603.830566
	Iteration 22Q: 3 clusters Score -1350215 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -1350234.625000 Penalty: 4603.830566
	Iteration 23Q: 3 clusters Score -1350235 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -1350246.750000 Penalty: 4603.830566
	Iteration 24Q: 3 clusters Score -1350247 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -1350256.625000 Penalty: 4603.830566
	Iteration 25Q: 3 clusters Score -1350257 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -1350260.625000 Penalty: 4603.830566
	Iteration 26Q: 3 clusters Score -1350261 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -1350278.000000 Penalty: 4603.830566
	Iteration 27Q: 3 clusters Score -1350278 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -1350288.875000 Penalty: 4603.830566
	Iteration 28Q: 3 clusters Score -1350289 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -1350300.875000 Penalty: 4603.830566
	Iteration 29Q: 3 clusters Score -1350301 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -1350320.500000 Penalty: 4603.830566
	Iteration 30Q: 3 clusters Score -1350320 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -1350338.500000 Penalty: 4603.830566
	Iteration 31Q: 3 clusters Score -1350338 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -1350362.375000 Penalty: 4603.830566
	Iteration 32Q: 3 clusters Score -1350362 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -1350396.375000 Penalty: 4603.830566
	Iteration 33Q: 3 clusters Score -1350396 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -1350424.375000 Penalty: 4603.830566
	Iteration 34Q: 3 clusters Score -1350424 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -1350439.875000 Penalty: 4603.830566
	Iteration 35Q: 3 clusters Score -1350440 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -1350453.875000 Penalty: 4603.830566
	Iteration 36Q: 3 clusters Score -1350454 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -1350472.000000 Penalty: 4603.830566
	Iteration 37Q: 3 clusters Score -1350472 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -1350495.875000 Penalty: 4603.830566
	Iteration 38Q: 3 clusters Score -1350496 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -1350507.875000 Penalty: 4603.830566
	Iteration 39Q: 3 clusters Score -1350508 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -1350519.125000 Penalty: 4603.830566
	Iteration 40F: 3 clusters Score -1350519 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -1350523.750000 Penalty: 4603.830566
	Iteration 41Q: 3 clusters Score -1350524 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -1350528.125000 Penalty: 4603.830566
	Iteration 42Q: 3 clusters Score -1350528 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -1350533.375000 Penalty: 4603.830566
	Iteration 43Q: 3 clusters Score -1350533 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -1350538.125000 Penalty: 4603.830566
	Iteration 44Q: 3 clusters Score -1350538 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -1350541.500000 Penalty: 4603.830566
	Iteration 45Q: 3 clusters Score -1350542 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -1350543.375000 Penalty: 4603.830566
	Iteration 46Q: 3 clusters Score -1350543 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -1350545.375000 Penalty: 4603.830566
	Iteration 47Q: 3 clusters Score -1350545 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -1350545.375000 Penalty: 4603.830566
	Iteration 48Q: 3 clusters Score -1350545 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -1350552.375000 Penalty: 4603.830566
	Iteration 49Q: 3 clusters Score -1350552 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -1350550.250000 Penalty: 4603.830566
	Iteration 50Q: 3 clusters Score -1350550 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -1350547.375000 Penalty: 4603.830566
	Iteration 51Q: 3 clusters Score -1350547 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -1350551.875000 Penalty: 4603.830566
	Iteration 52Q: 3 clusters Score -1350552 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -1350554.000000 Penalty: 4603.830566
	Iteration 53Q: 3 clusters Score -1350554 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -1350553.750000 Penalty: 4603.830566
	Iteration 54Q: 3 clusters Score -1350554 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -1350554.875000 Penalty: 4603.830566
	Iteration 55Q: 3 clusters Score -1350555 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -1350551.375000 Penalty: 4603.830566
	Iteration 56Q: 3 clusters Score -1350551 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -1350558.250000 Penalty: 4603.830566
	Iteration 57Q: 3 clusters Score -1350558 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -1350555.250000 Penalty: 4603.830566
	Iteration 58Q: 3 clusters Score -1350555 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -1350555.625000 Penalty: 4603.830566
	Iteration 59Q: 3 clusters Score -1350556 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -1350557.125000 Penalty: 4603.830566
	Iteration 60F: 3 clusters Score -1350557 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -1350556.500000 Penalty: 4603.830566
	Iteration 61Q: 3 clusters Score -1350556 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -1350556.500000 Penalty: 4603.830566
	Iteration 62F: 3 clusters Score -1350556 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (4149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Entering Unmasked Estep 
Score: -745117.937500 Penalty: 2065.994385
	Iteration 0F: 2 clusters Score -745117.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -741160.312500 Penalty: 4131.988770
	Iteration 0F: 3 clusters Score -741160.3 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -742117.250000 Penalty: 4131.988770
	Iteration 1F: 3 clusters Score -742117.2 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -742321.250000 Penalty: 4131.988770
	Iteration 2F: 3 clusters Score -742321.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -742477.125000 Penalty: 4131.988770
	Iteration 3Q: 3 clusters Score -742477.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -742641.187500 Penalty: 4131.988770
	Iteration 4F: 3 clusters Score -742641.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -742826.500000 Penalty: 4131.988770
	Iteration 5Q: 3 clusters Score -742826.5 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -743120.687500 Penalty: 4131.988770
	Iteration 6F: 3 clusters Score -743120.7 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -743419.187500 Penalty: 4131.988770
	Iteration 7F: 3 clusters Score -743419.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -743730.500000 Penalty: 4131.988770
	Iteration 8F: 3 clusters Score -743730.5 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -743959.750000 Penalty: 4131.988770
	Iteration 9F: 3 clusters Score -743959.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -744115.000000 Penalty: 4131.988770
	Iteration 10Q: 3 clusters Score -744115 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -744230.187500 Penalty: 4131.988770
	Iteration 11Q: 3 clusters Score -744230.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -744327.000000 Penalty: 4131.988770
	Iteration 12Q: 3 clusters Score -744327 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -744382.937500 Penalty: 4131.988770
	Iteration 13Q: 3 clusters Score -744382.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -744421.000000 Penalty: 4131.988770
	Iteration 14Q: 3 clusters Score -744421 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -744453.062500 Penalty: 4131.988770
	Iteration 15Q: 3 clusters Score -744453.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -744471.187500 Penalty: 4131.988770
	Iteration 16Q: 3 clusters Score -744471.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -744481.312500 Penalty: 4131.988770
	Iteration 17Q: 3 clusters Score -744481.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -744485.875000 Penalty: 4131.988770
	Iteration 18Q: 3 clusters Score -744485.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -744492.125000 Penalty: 4131.988770
	Iteration 19Q: 3 clusters Score -744492.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -744494.625000 Penalty: 4131.988770
	Iteration 20F: 3 clusters Score -744494.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -744496.062500 Penalty: 4131.988770
	Iteration 21Q: 3 clusters Score -744496.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -744498.437500 Penalty: 4131.988770
	Iteration 22Q: 3 clusters Score -744498.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -744497.750000 Penalty: 4131.988770
	Iteration 23Q: 3 clusters Score -744497.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -744499.812500 Penalty: 4131.988770
	Iteration 24Q: 3 clusters Score -744499.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -744501.000000 Penalty: 4131.988770
	Iteration 25Q: 3 clusters Score -744501 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -744501.875000 Penalty: 4131.988770
	Iteration 26Q: 3 clusters Score -744501.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -744502.500000 Penalty: 4131.988770
	Iteration 27Q: 3 clusters Score -744502.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -744503.312500 Penalty: 4131.988770
	Iteration 28Q: 3 clusters Score -744503.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -744503.312500 Penalty: 4131.988770
	Iteration 29F: 3 clusters Score -744503.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (6536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Entering Unmasked Estep 
Score: -718382.125000 Penalty: 2178.699951
	Iteration 0F: 2 clusters Score -718382.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -712911.812500 Penalty: 4357.399902
	Iteration 0F: 3 clusters Score -712911.8 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -714538.187500 Penalty: 4357.399902
	Iteration 1F: 3 clusters Score -714538.2 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -715219.375000 Penalty: 4357.399902
	Iteration 2F: 3 clusters Score -715219.4 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -715927.375000 Penalty: 4357.399902
	Iteration 3F: 3 clusters Score -715927.4 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -716515.187500 Penalty: 4357.399902
	Iteration 4F: 3 clusters Score -716515.2 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -716915.500000 Penalty: 4357.399902
	Iteration 5F: 3 clusters Score -716915.5 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -717160.125000 Penalty: 4357.399902
	Iteration 6Q: 3 clusters Score -717160.1 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -717329.062500 Penalty: 4357.399902
	Iteration 7Q: 3 clusters Score -717329.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -717416.000000 Penalty: 4357.399902
	Iteration 8Q: 3 clusters Score -717416 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -717458.625000 Penalty: 4357.399902
	Iteration 9Q: 3 clusters Score -717458.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -717486.687500 Penalty: 4357.399902
	Iteration 10Q: 3 clusters Score -717486.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -717512.375000 Penalty: 4357.399902
	Iteration 11Q: 3 clusters Score -717512.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -717529.312500 Penalty: 4357.399902
	Iteration 12Q: 3 clusters Score -717529.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -717535.875000 Penalty: 4357.399902
	Iteration 13Q: 3 clusters Score -717535.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -717545.187500 Penalty: 4357.399902
	Iteration 14Q: 3 clusters Score -717545.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -717551.437500 Penalty: 4357.399902
	Iteration 15Q: 3 clusters Score -717551.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -717560.687500 Penalty: 4357.399902
	Iteration 16Q: 3 clusters Score -717560.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -717571.500000 Penalty: 4357.399902
	Iteration 17Q: 3 clusters Score -717571.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -717580.812500 Penalty: 4357.399902
	Iteration 18Q: 3 clusters Score -717580.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -717585.437500 Penalty: 4357.399902
	Iteration 19Q: 3 clusters Score -717585.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -717593.000000 Penalty: 4357.399902
	Iteration 20F: 3 clusters Score -717593 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -717596.687500 Penalty: 4357.399902
	Iteration 21Q: 3 clusters Score -717596.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -717598.500000 Penalty: 4357.399902
	Iteration 22Q: 3 clusters Score -717598.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -717597.812500 Penalty: 4357.399902
	Iteration 23Q: 3 clusters Score -717597.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -717601.437500 Penalty: 4357.399902
	Iteration 24Q: 3 clusters Score -717601.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -717607.062500 Penalty: 4357.399902
	Iteration 25Q: 3 clusters Score -717607.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -717611.750000 Penalty: 4357.399902
	Iteration 26Q: 3 clusters Score -717611.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -717614.312500 Penalty: 4357.399902
	Iteration 27Q: 3 clusters Score -717614.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -717619.875000 Penalty: 4357.399902
	Iteration 28Q: 3 clusters Score -717619.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -717621.812500 Penalty: 4357.399902
	Iteration 29Q: 3 clusters Score -717621.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -717623.000000 Penalty: 4357.399902
	Iteration 30Q: 3 clusters Score -717623 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -717626.062500 Penalty: 4357.399902
	Iteration 31Q: 3 clusters Score -717626.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -717626.375000 Penalty: 4357.399902
	Iteration 32Q: 3 clusters Score -717626.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -717628.062500 Penalty: 4357.399902
	Iteration 33Q: 3 clusters Score -717628.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -717627.812500 Penalty: 4357.399902
	Iteration 34Q: 3 clusters Score -717627.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -717628.312500 Penalty: 4357.399902
	Iteration 35Q: 3 clusters Score -717628.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -717632.687500 Penalty: 4357.399902
	Iteration 36Q: 3 clusters Score -717632.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -717643.375000 Penalty: 4357.399902
	Iteration 37Q: 3 clusters Score -717643.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -717655.750000 Penalty: 4357.399902
	Iteration 38Q: 3 clusters Score -717655.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -717664.125000 Penalty: 4357.399902
	Iteration 39Q: 3 clusters Score -717664.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -717670.812500 Penalty: 4357.399902
	Iteration 40F: 3 clusters Score -717670.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -717678.625000 Penalty: 4357.399902
	Iteration 41Q: 3 clusters Score -717678.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -717683.312500 Penalty: 4357.399902
	Iteration 42Q: 3 clusters Score -717683.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -717685.937500 Penalty: 4357.399902
	Iteration 43Q: 3 clusters Score -717685.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -717692.062500 Penalty: 4357.399902
	Iteration 44Q: 3 clusters Score -717692.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -717695.062500 Penalty: 4357.399902
	Iteration 45Q: 3 clusters Score -717695.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -717696.562500 Penalty: 4357.399902
	Iteration 46Q: 3 clusters Score -717696.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -717699.687500 Penalty: 4357.399902
	Iteration 47Q: 3 clusters Score -717699.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -717699.187500 Penalty: 4357.399902
	Iteration 48Q: 3 clusters Score -717699.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -717701.625000 Penalty: 4357.399902
	Iteration 49Q: 3 clusters Score -717701.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -717701.750000 Penalty: 4357.399902
	Iteration 50Q: 3 clusters Score -717701.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -717701.750000 Penalty: 4357.399902
	Iteration 51F: 3 clusters Score -717701.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (60595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60595 members 
Entering Unmasked Estep 
Score: -7708823.000000 Penalty: 2730.968018
	Iteration 0F: 2 clusters Score -7708823 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30316 members 
Mstep: Class 2 contains 30279 members 
Entering Unmasked Estep 
Score: -7668142.500000 Penalty: 5461.936035
	Iteration 0F: 3 clusters Score -7668142 nChanged 28139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30537 members 
Mstep: Class 2 contains 30058 members 
Entering Unmasked Estep 
Score: -7683777.000000 Penalty: 5461.936035
	Iteration 1F: 3 clusters Score -7683777 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30714 members 
Mstep: Class 2 contains 29881 members 
Entering Unmasked Estep 
Score: -7684315.000000 Penalty: 5461.936035
	Iteration 2Q: 3 clusters Score -7684315 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31010 members 
Mstep: Class 2 contains 29585 members 
Entering Unmasked Estep 
Score: -7684894.500000 Penalty: 5461.936035
	Iteration 3Q: 3 clusters Score -7684894 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31531 members 
Mstep: Class 2 contains 29064 members 
Entering Unmasked Estep 
Score: -7685604.500000 Penalty: 5461.936035
	Iteration 4Q: 3 clusters Score -7685604 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32439 members 
Mstep: Class 2 contains 28156 members 
Entering Unmasked Estep 
Score: -7686379.000000 Penalty: 5461.936035
	Iteration 5Q: 3 clusters Score -7686379 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33837 members 
Mstep: Class 2 contains 26758 members 
Entering Unmasked Estep 
Score: -7687432.500000 Penalty: 5461.936035
	Iteration 6Q: 3 clusters Score -7687432 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35810 members 
Mstep: Class 2 contains 24785 members 
Entering Unmasked Estep 
Score: -7688951.500000 Penalty: 5461.936035
	Iteration 7F: 3 clusters Score -7688952 nChanged 3464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38454 members 
Mstep: Class 2 contains 22141 members 
Entering Unmasked Estep 
Score: -7690910.000000 Penalty: 5461.936035
	Iteration 8F: 3 clusters Score -7690910 nChanged 3764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41590 members 
Mstep: Class 2 contains 19005 members 
Entering Unmasked Estep 
Score: -7693337.000000 Penalty: 5461.936035
	Iteration 9F: 3 clusters Score -7693337 nChanged 3861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45065 members 
Mstep: Class 2 contains 15530 members 
Entering Unmasked Estep 
Score: -7696228.500000 Penalty: 5461.936035
	Iteration 10F: 3 clusters Score -7696228 nChanged 3510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48277 members 
Mstep: Class 2 contains 12318 members 
Entering Unmasked Estep 
Score: -7699119.500000 Penalty: 5461.936035
	Iteration 11F: 3 clusters Score -7699120 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50921 members 
Mstep: Class 2 contains 9674 members 
Entering Unmasked Estep 
Score: -7701657.000000 Penalty: 5461.936035
	Iteration 12Q: 3 clusters Score -7701657 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52696 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -7703393.500000 Penalty: 5461.936035
	Iteration 13Q: 3 clusters Score -7703394 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53863 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -7704524.500000 Penalty: 5461.936035
	Iteration 14Q: 3 clusters Score -7704524 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54643 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -7705138.000000 Penalty: 5461.936035
	Iteration 15Q: 3 clusters Score -7705138 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55288 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -7705539.500000 Penalty: 5461.936035
	Iteration 16Q: 3 clusters Score -7705540 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55814 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -7705772.000000 Penalty: 5461.936035
	Iteration 17Q: 3 clusters Score -7705772 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56243 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -7705958.000000 Penalty: 5461.936035
	Iteration 18Q: 3 clusters Score -7705958 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56580 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -7706084.000000 Penalty: 5461.936035
	Iteration 19Q: 3 clusters Score -7706084 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56869 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -7706214.000000 Penalty: 5461.936035
	Iteration 20F: 3 clusters Score -7706214 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57117 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -7706277.500000 Penalty: 5461.936035
	Iteration 21Q: 3 clusters Score -7706278 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57327 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -7706349.500000 Penalty: 5461.936035
	Iteration 22Q: 3 clusters Score -7706350 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57505 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -7706395.000000 Penalty: 5461.936035
	Iteration 23Q: 3 clusters Score -7706395 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57650 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -7706432.500000 Penalty: 5461.936035
	Iteration 24Q: 3 clusters Score -7706432 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57770 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -7706480.500000 Penalty: 5461.936035
	Iteration 25Q: 3 clusters Score -7706480 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57874 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -7706498.000000 Penalty: 5461.936035
	Iteration 26Q: 3 clusters Score -7706498 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57949 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -7706527.000000 Penalty: 5461.936035
	Iteration 27Q: 3 clusters Score -7706527 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58027 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -7706529.500000 Penalty: 5461.936035
	Iteration 28Q: 3 clusters Score -7706530 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58088 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -7706551.500000 Penalty: 5461.936035
	Iteration 29Q: 3 clusters Score -7706552 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58136 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -7706581.000000 Penalty: 5461.936035
	Iteration 30Q: 3 clusters Score -7706581 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58177 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -7706602.500000 Penalty: 5461.936035
	Iteration 31Q: 3 clusters Score -7706602 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58218 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -7706606.000000 Penalty: 5461.936035
	Iteration 32Q: 3 clusters Score -7706606 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58250 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -7706607.000000 Penalty: 5461.936035
	Iteration 33Q: 3 clusters Score -7706607 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58284 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -7706619.000000 Penalty: 5461.936035
	Iteration 34Q: 3 clusters Score -7706619 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58320 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -7706633.500000 Penalty: 5461.936035
	Iteration 35Q: 3 clusters Score -7706634 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58358 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -7706644.000000 Penalty: 5461.936035
	Iteration 36Q: 3 clusters Score -7706644 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58392 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -7706650.500000 Penalty: 5461.936035
	Iteration 37Q: 3 clusters Score -7706650 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58426 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -7706662.500000 Penalty: 5461.936035
	Iteration 38Q: 3 clusters Score -7706662 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58449 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -7706670.500000 Penalty: 5461.936035
	Iteration 39Q: 3 clusters Score -7706670 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58467 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -7706674.000000 Penalty: 5461.936035
	Iteration 40F: 3 clusters Score -7706674 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58492 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -7706680.000000 Penalty: 5461.936035
	Iteration 41Q: 3 clusters Score -7706680 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58505 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -7706683.500000 Penalty: 5461.936035
	Iteration 42Q: 3 clusters Score -7706684 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58517 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -7706688.000000 Penalty: 5461.936035
	Iteration 43Q: 3 clusters Score -7706688 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58527 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -7706686.500000 Penalty: 5461.936035
	Iteration 44Q: 3 clusters Score -7706686 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58537 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -7706690.000000 Penalty: 5461.936035
	Iteration 45Q: 3 clusters Score -7706690 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58549 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -7706689.500000 Penalty: 5461.936035
	Iteration 46Q: 3 clusters Score -7706690 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58558 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -7706686.000000 Penalty: 5461.936035
	Iteration 47Q: 3 clusters Score -7706686 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58566 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -7706692.500000 Penalty: 5461.936035
	Iteration 48Q: 3 clusters Score -7706692 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58571 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -7706692.000000 Penalty: 5461.936035
	Iteration 49Q: 3 clusters Score -7706692 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58575 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -7706695.500000 Penalty: 5461.936035
	Iteration 50Q: 3 clusters Score -7706696 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58578 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -7706693.500000 Penalty: 5461.936035
	Iteration 51Q: 3 clusters Score -7706694 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58584 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -7706696.000000 Penalty: 5461.936035
	Iteration 52Q: 3 clusters Score -7706696 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58591 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -7706699.000000 Penalty: 5461.936035
	Iteration 53Q: 3 clusters Score -7706699 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58596 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -7706701.000000 Penalty: 5461.936035
	Iteration 54Q: 3 clusters Score -7706701 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58603 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -7706689.500000 Penalty: 5461.936035
	Iteration 55Q: 3 clusters Score -7706690 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58611 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -7706694.000000 Penalty: 5461.936035
	Iteration 56Q: 3 clusters Score -7706694 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58615 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -7706692.000000 Penalty: 5461.936035
	Iteration 57Q: 3 clusters Score -7706692 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58618 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -7706698.000000 Penalty: 5461.936035
	Iteration 58Q: 3 clusters Score -7706698 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58619 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -7706700.000000 Penalty: 5461.936035
	Iteration 59Q: 3 clusters Score -7706700 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58619 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -7706697.000000 Penalty: 5461.936035
	Iteration 60F: 3 clusters Score -7706697 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58620 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -7706700.500000 Penalty: 5461.936035
	Iteration 61Q: 3 clusters Score -7706700 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58620 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -7706700.500000 Penalty: 5461.936035
	Iteration 62F: 3 clusters Score -7706700 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (9603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Entering Unmasked Estep 
Score: -1241763.250000 Penalty: 2274.118164
	Iteration 0F: 2 clusters Score -1241763 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -1234356.750000 Penalty: 4548.236328
	Iteration 0F: 3 clusters Score -1234357 nChanged 3963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -1236535.000000 Penalty: 4548.236328
	Iteration 1F: 3 clusters Score -1236535 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -1236949.875000 Penalty: 4548.236328
	Iteration 2F: 3 clusters Score -1236950 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -1237268.875000 Penalty: 4548.236328
	Iteration 3F: 3 clusters Score -1237269 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -1237579.750000 Penalty: 4548.236328
	Iteration 4F: 3 clusters Score -1237580 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -1237875.625000 Penalty: 4548.236328
	Iteration 5F: 3 clusters Score -1237876 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -1238178.000000 Penalty: 4548.236328
	Iteration 6F: 3 clusters Score -1238178 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -1238471.625000 Penalty: 4548.236328
	Iteration 7Q: 3 clusters Score -1238472 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -1238757.750000 Penalty: 4548.236328
	Iteration 8Q: 3 clusters Score -1238758 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -1239063.125000 Penalty: 4548.236328
	Iteration 9Q: 3 clusters Score -1239063 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -1239398.625000 Penalty: 4548.236328
	Iteration 10Q: 3 clusters Score -1239399 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -1239777.750000 Penalty: 4548.236328
	Iteration 11Q: 3 clusters Score -1239778 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -1240187.750000 Penalty: 4548.236328
	Iteration 12Q: 3 clusters Score -1240188 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -1240601.750000 Penalty: 4548.236328
	Iteration 13Q: 3 clusters Score -1240602 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -1240907.125000 Penalty: 4548.236328
	Iteration 14Q: 3 clusters Score -1240907 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -1241070.250000 Penalty: 4548.236328
	Iteration 15Q: 3 clusters Score -1241070 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -1241131.375000 Penalty: 4548.236328
	Iteration 16Q: 3 clusters Score -1241131 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -1241161.875000 Penalty: 4548.236328
	Iteration 17Q: 3 clusters Score -1241162 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -1241174.125000 Penalty: 4548.236328
	Iteration 18Q: 3 clusters Score -1241174 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -1241181.875000 Penalty: 4548.236328
	Iteration 19Q: 3 clusters Score -1241182 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -1241188.125000 Penalty: 4548.236328
	Iteration 20F: 3 clusters Score -1241188 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -1241189.125000 Penalty: 4548.236328
	Iteration 21Q: 3 clusters Score -1241189 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -1241187.875000 Penalty: 4548.236328
	Iteration 22Q: 3 clusters Score -1241188 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -1241190.125000 Penalty: 4548.236328
	Iteration 23Q: 3 clusters Score -1241190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -1241189.625000 Penalty: 4548.236328
	Iteration 24Q: 3 clusters Score -1241190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -1241192.125000 Penalty: 4548.236328
	Iteration 25Q: 3 clusters Score -1241192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -1241192.125000 Penalty: 4548.236328
	Iteration 26Q: 3 clusters Score -1241192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -1241193.375000 Penalty: 4548.236328
	Iteration 27Q: 3 clusters Score -1241193 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -1241192.375000 Penalty: 4548.236328
	Iteration 28Q: 3 clusters Score -1241192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -1241191.000000 Penalty: 4548.236328
	Iteration 29Q: 3 clusters Score -1241191 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -1241191.000000 Penalty: 4548.236328
	Iteration 30F: 3 clusters Score -1241191 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (6818 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Entering Unmasked Estep 
Score: -855686.812500 Penalty: 2189.175537
	Iteration 0F: 2 clusters Score -855686.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -849989.187500 Penalty: 4378.351074
	Iteration 0F: 3 clusters Score -849989.2 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -851433.437500 Penalty: 4378.351074
	Iteration 1F: 3 clusters Score -851433.4 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -851683.250000 Penalty: 4378.351074
	Iteration 2F: 3 clusters Score -851683.2 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -851880.437500 Penalty: 4378.351074
	Iteration 3F: 3 clusters Score -851880.4 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -852032.500000 Penalty: 4378.351074
	Iteration 4Q: 3 clusters Score -852032.5 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -852158.625000 Penalty: 4378.351074
	Iteration 5Q: 3 clusters Score -852158.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -852285.312500 Penalty: 4378.351074
	Iteration 6Q: 3 clusters Score -852285.3 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -852442.125000 Penalty: 4378.351074
	Iteration 7Q: 3 clusters Score -852442.1 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -852600.687500 Penalty: 4378.351074
	Iteration 8Q: 3 clusters Score -852600.7 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -852710.062500 Penalty: 4378.351074
	Iteration 9Q: 3 clusters Score -852710.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -852816.187500 Penalty: 4378.351074
	Iteration 10Q: 3 clusters Score -852816.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -852921.312500 Penalty: 4378.351074
	Iteration 11Q: 3 clusters Score -852921.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -853033.250000 Penalty: 4378.351074
	Iteration 12Q: 3 clusters Score -853033.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -853138.562500 Penalty: 4378.351074
	Iteration 13Q: 3 clusters Score -853138.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -853228.750000 Penalty: 4378.351074
	Iteration 14Q: 3 clusters Score -853228.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -853295.000000 Penalty: 4378.351074
	Iteration 15Q: 3 clusters Score -853295 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -853358.375000 Penalty: 4378.351074
	Iteration 16Q: 3 clusters Score -853358.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -853412.437500 Penalty: 4378.351074
	Iteration 17Q: 3 clusters Score -853412.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -853452.250000 Penalty: 4378.351074
	Iteration 18Q: 3 clusters Score -853452.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -853490.312500 Penalty: 4378.351074
	Iteration 19Q: 3 clusters Score -853490.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -853513.062500 Penalty: 4378.351074
	Iteration 20F: 3 clusters Score -853513.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -853530.562500 Penalty: 4378.351074
	Iteration 21Q: 3 clusters Score -853530.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -853548.125000 Penalty: 4378.351074
	Iteration 22Q: 3 clusters Score -853548.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -853563.812500 Penalty: 4378.351074
	Iteration 23Q: 3 clusters Score -853563.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -853577.250000 Penalty: 4378.351074
	Iteration 24Q: 3 clusters Score -853577.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -853588.562500 Penalty: 4378.351074
	Iteration 25Q: 3 clusters Score -853588.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -853606.312500 Penalty: 4378.351074
	Iteration 26Q: 3 clusters Score -853606.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -853623.875000 Penalty: 4378.351074
	Iteration 27Q: 3 clusters Score -853623.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -853637.500000 Penalty: 4378.351074
	Iteration 28Q: 3 clusters Score -853637.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -853644.187500 Penalty: 4378.351074
	Iteration 29Q: 3 clusters Score -853644.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -853654.562500 Penalty: 4378.351074
	Iteration 30Q: 3 clusters Score -853654.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -853659.500000 Penalty: 4378.351074
	Iteration 31Q: 3 clusters Score -853659.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -853666.625000 Penalty: 4378.351074
	Iteration 32Q: 3 clusters Score -853666.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -853677.687500 Penalty: 4378.351074
	Iteration 33Q: 3 clusters Score -853677.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -853683.750000 Penalty: 4378.351074
	Iteration 34Q: 3 clusters Score -853683.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -853693.187500 Penalty: 4378.351074
	Iteration 35Q: 3 clusters Score -853693.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -853700.062500 Penalty: 4378.351074
	Iteration 36Q: 3 clusters Score -853700.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -853711.562500 Penalty: 4378.351074
	Iteration 37Q: 3 clusters Score -853711.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -853723.812500 Penalty: 4378.351074
	Iteration 38Q: 3 clusters Score -853723.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -853731.937500 Penalty: 4378.351074
	Iteration 39Q: 3 clusters Score -853731.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -853740.125000 Penalty: 4378.351074
	Iteration 40F: 3 clusters Score -853740.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -853750.625000 Penalty: 4378.351074
	Iteration 41Q: 3 clusters Score -853750.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -853760.812500 Penalty: 4378.351074
	Iteration 42Q: 3 clusters Score -853760.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -853763.937500 Penalty: 4378.351074
	Iteration 43Q: 3 clusters Score -853763.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -853771.250000 Penalty: 4378.351074
	Iteration 44Q: 3 clusters Score -853771.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -853779.187500 Penalty: 4378.351074
	Iteration 45Q: 3 clusters Score -853779.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -853784.937500 Penalty: 4378.351074
	Iteration 46Q: 3 clusters Score -853784.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -853787.937500 Penalty: 4378.351074
	Iteration 47Q: 3 clusters Score -853787.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -853794.062500 Penalty: 4378.351074
	Iteration 48Q: 3 clusters Score -853794.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -853795.437500 Penalty: 4378.351074
	Iteration 49Q: 3 clusters Score -853795.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -853794.875000 Penalty: 4378.351074
	Iteration 50Q: 3 clusters Score -853794.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -853794.875000 Penalty: 4378.351074
	Iteration 51F: 3 clusters Score -853794.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (5287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Entering Unmasked Estep 
Score: -671433.437500 Penalty: 2126.105713
	Iteration 0F: 2 clusters Score -671433.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -666726.125000 Penalty: 4252.211426
	Iteration 0F: 3 clusters Score -666726.1 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -667927.687500 Penalty: 4252.211426
	Iteration 1F: 3 clusters Score -667927.7 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -668217.125000 Penalty: 4252.211426
	Iteration 2F: 3 clusters Score -668217.1 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -668390.375000 Penalty: 4252.211426
	Iteration 3F: 3 clusters Score -668390.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -668539.687500 Penalty: 4252.211426
	Iteration 4Q: 3 clusters Score -668539.7 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -668701.062500 Penalty: 4252.211426
	Iteration 5Q: 3 clusters Score -668701.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -668884.375000 Penalty: 4252.211426
	Iteration 6Q: 3 clusters Score -668884.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -669068.875000 Penalty: 4252.211426
	Iteration 7Q: 3 clusters Score -669068.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -669192.062500 Penalty: 4252.211426
	Iteration 8Q: 3 clusters Score -669192.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -669284.562500 Penalty: 4252.211426
	Iteration 9Q: 3 clusters Score -669284.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -669356.437500 Penalty: 4252.211426
	Iteration 10Q: 3 clusters Score -669356.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -669412.437500 Penalty: 4252.211426
	Iteration 11Q: 3 clusters Score -669412.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -669448.000000 Penalty: 4252.211426
	Iteration 12Q: 3 clusters Score -669448 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -669480.437500 Penalty: 4252.211426
	Iteration 13Q: 3 clusters Score -669480.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -669507.937500 Penalty: 4252.211426
	Iteration 14Q: 3 clusters Score -669507.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -669539.750000 Penalty: 4252.211426
	Iteration 15Q: 3 clusters Score -669539.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -669555.937500 Penalty: 4252.211426
	Iteration 16Q: 3 clusters Score -669555.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -669571.312500 Penalty: 4252.211426
	Iteration 17Q: 3 clusters Score -669571.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -669577.812500 Penalty: 4252.211426
	Iteration 18Q: 3 clusters Score -669577.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -669585.500000 Penalty: 4252.211426
	Iteration 19Q: 3 clusters Score -669585.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -669593.375000 Penalty: 4252.211426
	Iteration 20F: 3 clusters Score -669593.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -669599.812500 Penalty: 4252.211426
	Iteration 21Q: 3 clusters Score -669599.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -669604.000000 Penalty: 4252.211426
	Iteration 22Q: 3 clusters Score -669604 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -669609.937500 Penalty: 4252.211426
	Iteration 23Q: 3 clusters Score -669609.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -669618.687500 Penalty: 4252.211426
	Iteration 24Q: 3 clusters Score -669618.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -669624.812500 Penalty: 4252.211426
	Iteration 25Q: 3 clusters Score -669624.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -669629.812500 Penalty: 4252.211426
	Iteration 26Q: 3 clusters Score -669629.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -669635.125000 Penalty: 4252.211426
	Iteration 27Q: 3 clusters Score -669635.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -669640.937500 Penalty: 4252.211426
	Iteration 28Q: 3 clusters Score -669640.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -669646.812500 Penalty: 4252.211426
	Iteration 29Q: 3 clusters Score -669646.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -669651.312500 Penalty: 4252.211426
	Iteration 30Q: 3 clusters Score -669651.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -669654.312500 Penalty: 4252.211426
	Iteration 31Q: 3 clusters Score -669654.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -669657.562500 Penalty: 4252.211426
	Iteration 32Q: 3 clusters Score -669657.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -669659.937500 Penalty: 4252.211426
	Iteration 33Q: 3 clusters Score -669659.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -669661.312500 Penalty: 4252.211426
	Iteration 34Q: 3 clusters Score -669661.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -669662.125000 Penalty: 4252.211426
	Iteration 35Q: 3 clusters Score -669662.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -669662.812500 Penalty: 4252.211426
	Iteration 36Q: 3 clusters Score -669662.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -669666.125000 Penalty: 4252.211426
	Iteration 37Q: 3 clusters Score -669666.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -669668.187500 Penalty: 4252.211426
	Iteration 38Q: 3 clusters Score -669668.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -669670.500000 Penalty: 4252.211426
	Iteration 39Q: 3 clusters Score -669670.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -669671.750000 Penalty: 4252.211426
	Iteration 40F: 3 clusters Score -669671.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -669675.062500 Penalty: 4252.211426
	Iteration 41Q: 3 clusters Score -669675.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -669677.125000 Penalty: 4252.211426
	Iteration 42Q: 3 clusters Score -669677.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -669677.937500 Penalty: 4252.211426
	Iteration 43Q: 3 clusters Score -669677.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -669677.937500 Penalty: 4252.211426
	Iteration 44Q: 3 clusters Score -669677.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -669677.750000 Penalty: 4252.211426
	Iteration 45Q: 3 clusters Score -669677.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -669678.437500 Penalty: 4252.211426
	Iteration 46Q: 3 clusters Score -669678.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -669679.500000 Penalty: 4252.211426
	Iteration 47Q: 3 clusters Score -669679.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -669680.000000 Penalty: 4252.211426
	Iteration 48Q: 3 clusters Score -669680 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -669678.687500 Penalty: 4252.211426
	Iteration 49Q: 3 clusters Score -669678.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -669681.812500 Penalty: 4252.211426
	Iteration 50Q: 3 clusters Score -669681.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -669682.562500 Penalty: 4252.211426
	Iteration 51Q: 3 clusters Score -669682.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -669683.750000 Penalty: 4252.211426
	Iteration 52Q: 3 clusters Score -669683.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -669685.062500 Penalty: 4252.211426
	Iteration 53Q: 3 clusters Score -669685.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -669683.562500 Penalty: 4252.211426
	Iteration 54Q: 3 clusters Score -669683.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -669683.562500 Penalty: 4252.211426
	Iteration 55F: 3 clusters Score -669683.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (8673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Entering Unmasked Estep 
Score: -1090444.875000 Penalty: 2248.856689
	Iteration 0F: 2 clusters Score -1090445 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -1083610.125000 Penalty: 4497.713379
	Iteration 0F: 3 clusters Score -1083610 nChanged 3560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -1085592.375000 Penalty: 4497.713379
	Iteration 1F: 3 clusters Score -1085592 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -1085960.500000 Penalty: 4497.713379
	Iteration 2F: 3 clusters Score -1085960 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -1086260.375000 Penalty: 4497.713379
	Iteration 3F: 3 clusters Score -1086260 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -1086526.500000 Penalty: 4497.713379
	Iteration 4Q: 3 clusters Score -1086526 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -1086775.000000 Penalty: 4497.713379
	Iteration 5Q: 3 clusters Score -1086775 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -1087017.375000 Penalty: 4497.713379
	Iteration 6Q: 3 clusters Score -1087017 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -1087270.125000 Penalty: 4497.713379
	Iteration 7Q: 3 clusters Score -1087270 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -1087502.375000 Penalty: 4497.713379
	Iteration 8Q: 3 clusters Score -1087502 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -1087726.000000 Penalty: 4497.713379
	Iteration 9Q: 3 clusters Score -1087726 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -1087955.000000 Penalty: 4497.713379
	Iteration 10Q: 3 clusters Score -1087955 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -1088170.500000 Penalty: 4497.713379
	Iteration 11Q: 3 clusters Score -1088170 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -1088402.500000 Penalty: 4497.713379
	Iteration 12Q: 3 clusters Score -1088402 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -1088589.000000 Penalty: 4497.713379
	Iteration 13Q: 3 clusters Score -1088589 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -1088735.375000 Penalty: 4497.713379
	Iteration 14Q: 3 clusters Score -1088735 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -1088838.500000 Penalty: 4497.713379
	Iteration 15Q: 3 clusters Score -1088838 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -1088924.625000 Penalty: 4497.713379
	Iteration 16Q: 3 clusters Score -1088925 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -1088975.625000 Penalty: 4497.713379
	Iteration 17Q: 3 clusters Score -1088976 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -1089004.250000 Penalty: 4497.713379
	Iteration 18Q: 3 clusters Score -1089004 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -1089029.500000 Penalty: 4497.713379
	Iteration 19Q: 3 clusters Score -1089030 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -1089046.750000 Penalty: 4497.713379
	Iteration 20F: 3 clusters Score -1089047 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -1089061.250000 Penalty: 4497.713379
	Iteration 21Q: 3 clusters Score -1089061 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -1089074.500000 Penalty: 4497.713379
	Iteration 22Q: 3 clusters Score -1089074 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -1089082.250000 Penalty: 4497.713379
	Iteration 23Q: 3 clusters Score -1089082 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -1089097.250000 Penalty: 4497.713379
	Iteration 24Q: 3 clusters Score -1089097 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -1089104.875000 Penalty: 4497.713379
	Iteration 25Q: 3 clusters Score -1089105 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -1089116.125000 Penalty: 4497.713379
	Iteration 26Q: 3 clusters Score -1089116 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -1089127.875000 Penalty: 4497.713379
	Iteration 27Q: 3 clusters Score -1089128 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -1089138.000000 Penalty: 4497.713379
	Iteration 28Q: 3 clusters Score -1089138 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -1089141.500000 Penalty: 4497.713379
	Iteration 29Q: 3 clusters Score -1089142 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -1089149.125000 Penalty: 4497.713379
	Iteration 30Q: 3 clusters Score -1089149 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -1089151.250000 Penalty: 4497.713379
	Iteration 31Q: 3 clusters Score -1089151 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -1089154.875000 Penalty: 4497.713379
	Iteration 32Q: 3 clusters Score -1089155 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -1089157.750000 Penalty: 4497.713379
	Iteration 33Q: 3 clusters Score -1089158 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -1089160.625000 Penalty: 4497.713379
	Iteration 34Q: 3 clusters Score -1089161 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -1089162.625000 Penalty: 4497.713379
	Iteration 35Q: 3 clusters Score -1089163 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -1089163.500000 Penalty: 4497.713379
	Iteration 36Q: 3 clusters Score -1089164 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -1089166.500000 Penalty: 4497.713379
	Iteration 37Q: 3 clusters Score -1089166 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -1089169.125000 Penalty: 4497.713379
	Iteration 38Q: 3 clusters Score -1089169 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -1089170.250000 Penalty: 4497.713379
	Iteration 39Q: 3 clusters Score -1089170 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -1089168.375000 Penalty: 4497.713379
	Iteration 40F: 3 clusters Score -1089168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -1089167.000000 Penalty: 4497.713379
	Iteration 41Q: 3 clusters Score -1089167 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -1089168.500000 Penalty: 4497.713379
	Iteration 42Q: 3 clusters Score -1089168 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -1089169.125000 Penalty: 4497.713379
	Iteration 43Q: 3 clusters Score -1089169 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -1089168.375000 Penalty: 4497.713379
	Iteration 44Q: 3 clusters Score -1089168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -1089167.875000 Penalty: 4497.713379
	Iteration 45Q: 3 clusters Score -1089168 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -1089167.875000 Penalty: 4497.713379
	Iteration 46F: 3 clusters Score -1089168 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (700 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Entering Unmasked Estep 
Score: -93961.867188 Penalty: 1624.667847
	Iteration 0F: 2 clusters Score -93961.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -92454.781250 Penalty: 3249.335693
	Iteration 0F: 3 clusters Score -92454.78 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -93606.351562 Penalty: 3249.335693
	Iteration 1F: 3 clusters Score -93606.35 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -94478.570312 Penalty: 3249.335693
	Iteration 2F: 3 clusters Score -94478.57 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -94755.484375 Penalty: 3249.335693
	Iteration 3F: 3 clusters Score -94755.48 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -94867.960938 Penalty: 3249.335693
	Iteration 4Q: 3 clusters Score -94867.96 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -94954.320312 Penalty: 3249.335693
	Iteration 5Q: 3 clusters Score -94954.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -94971.382812 Penalty: 3249.335693
	Iteration 6Q: 3 clusters Score -94971.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -95002.109375 Penalty: 3249.335693
	Iteration 7Q: 3 clusters Score -95002.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -95057.921875 Penalty: 3249.335693
	Iteration 8Q: 3 clusters Score -95057.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -95125.539062 Penalty: 3249.335693
	Iteration 9Q: 3 clusters Score -95125.54 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -95196.796875 Penalty: 3249.335693
	Iteration 10Q: 3 clusters Score -95196.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -95230.507812 Penalty: 3249.335693
	Iteration 11Q: 3 clusters Score -95230.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -95260.062500 Penalty: 3249.335693
	Iteration 12Q: 3 clusters Score -95260.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -95261.179688 Penalty: 3249.335693
	Iteration 13Q: 3 clusters Score -95261.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -95261.179688 Penalty: 3249.335693
	Iteration 14F: 3 clusters Score -95261.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 15366 members 
Mstep: Class 3 contains 27175 members 
Mstep: Class 4 contains 35757 members 
Mstep: Class 5 contains 21515 members 
Mstep: Class 6 contains 1661 members 
Mstep: Class 7 contains 2495 members 
Mstep: Class 8 contains 48467 members 
Mstep: Class 9 contains 29987 members 
Mstep: Class 10 contains 12230 members 
Mstep: Class 11 contains 4383 members 
Mstep: Class 12 contains 225752 members 
Mstep: Class 13 contains 9463 members 
Mstep: Class 14 contains 5417 members 
Mstep: Class 15 contains 26761 members 
Mstep: Class 16 contains 9419 members 
Mstep: Class 17 contains 10232 members 
Mstep: Class 18 contains 7909 members 
Mstep: Class 19 contains 163541 members 
Mstep: Class 20 contains 41729 members 
Mstep: Class 21 contains 12996 members 
Mstep: Class 22 contains 160 members 
Mstep: Class 23 contains 10742 members 
Mstep: Class 24 contains 4149 members 
Mstep: Class 25 contains 6536 members 
Mstep: Class 26 contains 60595 members 
Mstep: Class 27 contains 9603 members 
Mstep: Class 28 contains 6818 members 
Mstep: Class 29 contains 5287 members 
Mstep: Class 30 contains 8673 members 
Mstep: Class 31 contains 299 members 
Mstep: Class 32 contains 2205 members 
Mstep: Class 33 contains 1801 members 
Mstep: Class 34 contains 8910 members 
Mstep: Class 35 contains 197591 members 
Mstep: Class 36 contains 2874 members 
Mstep: Class 37 contains 4600 members 
Mstep: Class 38 contains 3049 members 
Mstep: Class 39 contains 551 members 
Mstep: Class 40 contains 9866 members 
Mstep: Class 41 contains 27360 members 
Mstep: Class 42 contains 5047 members 
Mstep: Class 43 contains 12573 members 
Mstep: Class 44 contains 794 members 
Mstep: Class 45 contains 3752 members 
Mstep: Class 46 contains 2011 members 
Mstep: Class 47 contains 13737 members 
Mstep: Class 48 contains 421 members 
Mstep: Class 49 contains 4114 members 
Mstep: Class 50 contains 965 members 
Mstep: Class 51 contains 1903 members 
Mstep: Class 52 contains 37347 members 
Mstep: Class 53 contains 742 members 
Mstep: Class 54 contains 7069 members 
Mstep: Class 55 contains 849 members 
Mstep: Class 56 contains 6669 members 
Mstep: Class 57 contains 2489 members 
Mstep: Class 58 contains 102 members 
Mstep: Class 59 contains 401 members 
Entering Unmasked Estep 
Score: -147517664.000000 Penalty: 204672.296875
Splitting cluster 31 changes total score from -147517424.000000 to -147517664.000000
So it's getting split into cluster 59.
Entering ConstructFrom: 
Trying to split cluster 32 (2205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Entering Unmasked Estep 
Score: -323909.031250 Penalty: 1909.223755
	Iteration 0F: 2 clusters Score -323909 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -321403.562500 Penalty: 3818.447510
	Iteration 0F: 3 clusters Score -321403.6 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -323799.281250 Penalty: 3818.447510
	Iteration 1F: 3 clusters Score -323799.3 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -325298.625000 Penalty: 3818.447510
	Iteration 2F: 3 clusters Score -325298.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -326259.093750 Penalty: 3818.447510
	Iteration 3F: 3 clusters Score -326259.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -327110.218750 Penalty: 3818.447510
	Iteration 4F: 3 clusters Score -327110.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -327343.500000 Penalty: 3818.447510
	Iteration 5Q: 3 clusters Score -327343.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -327379.000000 Penalty: 3818.447510
	Iteration 6Q: 3 clusters Score -327379 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -327406.312500 Penalty: 3818.447510
	Iteration 7Q: 3 clusters Score -327406.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -327433.375000 Penalty: 3818.447510
	Iteration 8Q: 3 clusters Score -327433.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -327516.312500 Penalty: 3818.447510
	Iteration 9Q: 3 clusters Score -327516.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -327550.781250 Penalty: 3818.447510
	Iteration 10Q: 3 clusters Score -327550.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -327565.687500 Penalty: 3818.447510
	Iteration 11Q: 3 clusters Score -327565.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -327623.125000 Penalty: 3818.447510
	Iteration 12Q: 3 clusters Score -327623.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -327665.031250 Penalty: 3818.447510
	Iteration 13Q: 3 clusters Score -327665 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -327677.843750 Penalty: 3818.447510
	Iteration 14Q: 3 clusters Score -327677.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -327682.250000 Penalty: 3818.447510
	Iteration 15Q: 3 clusters Score -327682.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -327683.750000 Penalty: 3818.447510
	Iteration 16Q: 3 clusters Score -327683.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -327686.000000 Penalty: 3818.447510
	Iteration 17Q: 3 clusters Score -327686 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -327686.656250 Penalty: 3818.447510
	Iteration 18Q: 3 clusters Score -327686.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -327686.656250 Penalty: 3818.447510
	Iteration 19F: 3 clusters Score -327686.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 15366 members 
Mstep: Class 3 contains 27175 members 
Mstep: Class 4 contains 35757 members 
Mstep: Class 5 contains 21515 members 
Mstep: Class 6 contains 1661 members 
Mstep: Class 7 contains 2495 members 
Mstep: Class 8 contains 48467 members 
Mstep: Class 9 contains 29987 members 
Mstep: Class 10 contains 12230 members 
Mstep: Class 11 contains 4383 members 
Mstep: Class 12 contains 225752 members 
Mstep: Class 13 contains 9463 members 
Mstep: Class 14 contains 5417 members 
Mstep: Class 15 contains 26761 members 
Mstep: Class 16 contains 9419 members 
Mstep: Class 17 contains 10232 members 
Mstep: Class 18 contains 7909 members 
Mstep: Class 19 contains 163541 members 
Mstep: Class 20 contains 41729 members 
Mstep: Class 21 contains 12996 members 
Mstep: Class 22 contains 160 members 
Mstep: Class 23 contains 10742 members 
Mstep: Class 24 contains 4149 members 
Mstep: Class 25 contains 6536 members 
Mstep: Class 26 contains 60595 members 
Mstep: Class 27 contains 9603 members 
Mstep: Class 28 contains 6818 members 
Mstep: Class 29 contains 5287 members 
Mstep: Class 30 contains 8673 members 
Mstep: Class 31 contains 299 members 
Mstep: Class 32 contains 1141 members 
Mstep: Class 33 contains 1801 members 
Mstep: Class 34 contains 8910 members 
Mstep: Class 35 contains 197591 members 
Mstep: Class 36 contains 2874 members 
Mstep: Class 37 contains 4600 members 
Mstep: Class 38 contains 3049 members 
Mstep: Class 39 contains 551 members 
Mstep: Class 40 contains 9866 members 
Mstep: Class 41 contains 27360 members 
Mstep: Class 42 contains 5047 members 
Mstep: Class 43 contains 12573 members 
Mstep: Class 44 contains 794 members 
Mstep: Class 45 contains 3752 members 
Mstep: Class 46 contains 2011 members 
Mstep: Class 47 contains 13737 members 
Mstep: Class 48 contains 421 members 
Mstep: Class 49 contains 4114 members 
Mstep: Class 50 contains 965 members 
Mstep: Class 51 contains 1903 members 
Mstep: Class 52 contains 37347 members 
Mstep: Class 53 contains 742 members 
Mstep: Class 54 contains 7069 members 
Mstep: Class 55 contains 849 members 
Mstep: Class 56 contains 6669 members 
Mstep: Class 57 contains 2489 members 
Mstep: Class 58 contains 102 members 
Mstep: Class 59 contains 401 members 
Mstep: Class 60 contains 1064 members 
Entering Unmasked Estep 
Score: -147520032.000000 Penalty: 208141.312500
Splitting cluster 32 changes total score from -147517424.000000 to -147520032.000000
So it's getting split into cluster 60.
Entering ConstructFrom: 
Trying to split cluster 33 (1801 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Entering Unmasked Estep 
Score: -223470.046875 Penalty: 1859.032227
	Iteration 0F: 2 clusters Score -223470 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -221024.484375 Penalty: 3718.064453
	Iteration 0F: 3 clusters Score -221024.5 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -221423.968750 Penalty: 3718.064453
	Iteration 1F: 3 clusters Score -221424 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -221549.609375 Penalty: 3718.064453
	Iteration 2F: 3 clusters Score -221549.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -221627.375000 Penalty: 3718.064453
	Iteration 3Q: 3 clusters Score -221627.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -221692.906250 Penalty: 3718.064453
	Iteration 4Q: 3 clusters Score -221692.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -221745.984375 Penalty: 3718.064453
	Iteration 5Q: 3 clusters Score -221746 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -221787.031250 Penalty: 3718.064453
	Iteration 6Q: 3 clusters Score -221787 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -221864.468750 Penalty: 3718.064453
	Iteration 7Q: 3 clusters Score -221864.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -221944.703125 Penalty: 3718.064453
	Iteration 8Q: 3 clusters Score -221944.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -222031.578125 Penalty: 3718.064453
	Iteration 9Q: 3 clusters Score -222031.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -222116.156250 Penalty: 3718.064453
	Iteration 10Q: 3 clusters Score -222116.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -222185.468750 Penalty: 3718.064453
	Iteration 11Q: 3 clusters Score -222185.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -222267.640625 Penalty: 3718.064453
	Iteration 12Q: 3 clusters Score -222267.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -222405.000000 Penalty: 3718.064453
	Iteration 13Q: 3 clusters Score -222405 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -222606.953125 Penalty: 3718.064453
	Iteration 14Q: 3 clusters Score -222607 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -222792.875000 Penalty: 3718.064453
	Iteration 15Q: 3 clusters Score -222792.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -222864.375000 Penalty: 3718.064453
	Iteration 16Q: 3 clusters Score -222864.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -222891.515625 Penalty: 3718.064453
	Iteration 17Q: 3 clusters Score -222891.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -222905.765625 Penalty: 3718.064453
	Iteration 18Q: 3 clusters Score -222905.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -222918.125000 Penalty: 3718.064453
	Iteration 19Q: 3 clusters Score -222918.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -222928.500000 Penalty: 3718.064453
	Iteration 20F: 3 clusters Score -222928.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -222939.203125 Penalty: 3718.064453
	Iteration 21Q: 3 clusters Score -222939.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -222948.062500 Penalty: 3718.064453
	Iteration 22Q: 3 clusters Score -222948.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -222958.468750 Penalty: 3718.064453
	Iteration 23Q: 3 clusters Score -222958.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -222962.125000 Penalty: 3718.064453
	Iteration 24Q: 3 clusters Score -222962.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -222965.562500 Penalty: 3718.064453
	Iteration 25Q: 3 clusters Score -222965.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -222970.750000 Penalty: 3718.064453
	Iteration 26Q: 3 clusters Score -222970.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -222982.406250 Penalty: 3718.064453
	Iteration 27Q: 3 clusters Score -222982.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -222986.843750 Penalty: 3718.064453
	Iteration 28Q: 3 clusters Score -222986.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -222986.843750 Penalty: 3718.064453
	Iteration 29F: 3 clusters Score -222986.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (8910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Entering Unmasked Estep 
Score: -1125347.750000 Penalty: 2255.542480
	Iteration 0F: 2 clusters Score -1125348 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -1118419.500000 Penalty: 4511.084961
	Iteration 0F: 3 clusters Score -1118420 nChanged 3663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -1120295.375000 Penalty: 4511.084961
	Iteration 1F: 3 clusters Score -1120295 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -1120519.125000 Penalty: 4511.084961
	Iteration 2F: 3 clusters Score -1120519 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -1120685.500000 Penalty: 4511.084961
	Iteration 3Q: 3 clusters Score -1120686 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -1120846.000000 Penalty: 4511.084961
	Iteration 4Q: 3 clusters Score -1120846 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -1121020.000000 Penalty: 4511.084961
	Iteration 5Q: 3 clusters Score -1121020 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -1121177.250000 Penalty: 4511.084961
	Iteration 6Q: 3 clusters Score -1121177 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -1121344.875000 Penalty: 4511.084961
	Iteration 7Q: 3 clusters Score -1121345 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -1121530.125000 Penalty: 4511.084961
	Iteration 8Q: 3 clusters Score -1121530 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -1121730.250000 Penalty: 4511.084961
	Iteration 9Q: 3 clusters Score -1121730 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -1121917.625000 Penalty: 4511.084961
	Iteration 10Q: 3 clusters Score -1121918 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -1122144.750000 Penalty: 4511.084961
	Iteration 11Q: 3 clusters Score -1122145 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -1122385.375000 Penalty: 4511.084961
	Iteration 12Q: 3 clusters Score -1122385 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -1122636.625000 Penalty: 4511.084961
	Iteration 13Q: 3 clusters Score -1122637 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -1122928.250000 Penalty: 4511.084961
	Iteration 14Q: 3 clusters Score -1122928 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -1123211.375000 Penalty: 4511.084961
	Iteration 15Q: 3 clusters Score -1123211 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -1123437.750000 Penalty: 4511.084961
	Iteration 16Q: 3 clusters Score -1123438 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -1123584.250000 Penalty: 4511.084961
	Iteration 17Q: 3 clusters Score -1123584 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -1123694.500000 Penalty: 4511.084961
	Iteration 18Q: 3 clusters Score -1123694 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -1123753.875000 Penalty: 4511.084961
	Iteration 19Q: 3 clusters Score -1123754 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -1123789.625000 Penalty: 4511.084961
	Iteration 20F: 3 clusters Score -1123790 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -1123811.125000 Penalty: 4511.084961
	Iteration 21Q: 3 clusters Score -1123811 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -1123818.500000 Penalty: 4511.084961
	Iteration 22Q: 3 clusters Score -1123818 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -1123826.500000 Penalty: 4511.084961
	Iteration 23Q: 3 clusters Score -1123826 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -1123831.875000 Penalty: 4511.084961
	Iteration 24Q: 3 clusters Score -1123832 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -1123839.000000 Penalty: 4511.084961
	Iteration 25Q: 3 clusters Score -1123839 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -1123843.750000 Penalty: 4511.084961
	Iteration 26Q: 3 clusters Score -1123844 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -1123848.625000 Penalty: 4511.084961
	Iteration 27Q: 3 clusters Score -1123849 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -1123849.000000 Penalty: 4511.084961
	Iteration 28Q: 3 clusters Score -1123849 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -1123850.250000 Penalty: 4511.084961
	Iteration 29Q: 3 clusters Score -1123850 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -1123850.500000 Penalty: 4511.084961
	Iteration 30Q: 3 clusters Score -1123850 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -1123849.750000 Penalty: 4511.084961
	Iteration 31Q: 3 clusters Score -1123850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -1123852.125000 Penalty: 4511.084961
	Iteration 32Q: 3 clusters Score -1123852 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -1123853.625000 Penalty: 4511.084961
	Iteration 33Q: 3 clusters Score -1123854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -1123853.500000 Penalty: 4511.084961
	Iteration 34Q: 3 clusters Score -1123854 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -1123853.250000 Penalty: 4511.084961
	Iteration 35Q: 3 clusters Score -1123853 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -1123854.750000 Penalty: 4511.084961
	Iteration 36Q: 3 clusters Score -1123855 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -1123853.625000 Penalty: 4511.084961
	Iteration 37Q: 3 clusters Score -1123854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -1123854.750000 Penalty: 4511.084961
	Iteration 38Q: 3 clusters Score -1123855 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -1123854.750000 Penalty: 4511.084961
	Iteration 39F: 3 clusters Score -1123855 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (197591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197591 members 
Entering Unmasked Estep 
Score: -25427446.000000 Penalty: 3024.100586
	Iteration 0F: 2 clusters Score -2.542745e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99275 members 
Mstep: Class 2 contains 98316 members 
Entering Unmasked Estep 
Score: -25300532.000000 Penalty: 6048.201172
	Iteration 0F: 3 clusters Score -2.530053e+07 nChanged 95088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104593 members 
Mstep: Class 2 contains 92998 members 
Entering Unmasked Estep 
Score: -25356920.000000 Penalty: 6048.201172
	Iteration 1F: 3 clusters Score -2.535692e+07 nChanged 6761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107092 members 
Mstep: Class 2 contains 90499 members 
Entering Unmasked Estep 
Score: -25359252.000000 Penalty: 6048.201172
	Iteration 2Q: 3 clusters Score -2.535925e+07 nChanged 8187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110965 members 
Mstep: Class 2 contains 86626 members 
Entering Unmasked Estep 
Score: -25362820.000000 Penalty: 6048.201172
	Iteration 3Q: 3 clusters Score -2.536282e+07 nChanged 9826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116307 members 
Mstep: Class 2 contains 81284 members 
Entering Unmasked Estep 
Score: -25368720.000000 Penalty: 6048.201172
	Iteration 4Q: 3 clusters Score -2.536872e+07 nChanged 11254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123285 members 
Mstep: Class 2 contains 74306 members 
Entering Unmasked Estep 
Score: -25376188.000000 Penalty: 6048.201172
	Iteration 5F: 3 clusters Score -2.537619e+07 nChanged 11876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131961 members 
Mstep: Class 2 contains 65630 members 
Entering Unmasked Estep 
Score: -25384620.000000 Penalty: 6048.201172
	Iteration 6F: 3 clusters Score -2.538462e+07 nChanged 11971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141842 members 
Mstep: Class 2 contains 55749 members 
Entering Unmasked Estep 
Score: -25392684.000000 Penalty: 6048.201172
	Iteration 7F: 3 clusters Score -2.539268e+07 nChanged 11526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152442 members 
Mstep: Class 2 contains 45149 members 
Entering Unmasked Estep 
Score: -25400688.000000 Penalty: 6048.201172
	Iteration 8F: 3 clusters Score -2.540069e+07 nChanged 10871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163035 members 
Mstep: Class 2 contains 34556 members 
Entering Unmasked Estep 
Score: -25408450.000000 Penalty: 6048.201172
	Iteration 9F: 3 clusters Score -2.540845e+07 nChanged 9719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172680 members 
Mstep: Class 2 contains 24911 members 
Entering Unmasked Estep 
Score: -25415256.000000 Penalty: 6048.201172
	Iteration 10Q: 3 clusters Score -2.541526e+07 nChanged 7915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180573 members 
Mstep: Class 2 contains 17018 members 
Entering Unmasked Estep 
Score: -25419820.000000 Penalty: 6048.201172
	Iteration 11Q: 3 clusters Score -2.541982e+07 nChanged 5644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186189 members 
Mstep: Class 2 contains 11402 members 
Entering Unmasked Estep 
Score: -25422406.000000 Penalty: 6048.201172
	Iteration 12Q: 3 clusters Score -2.542241e+07 nChanged 3705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189868 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -25423758.000000 Penalty: 6048.201172
	Iteration 13Q: 3 clusters Score -2.542376e+07 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192212 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -25424426.000000 Penalty: 6048.201172
	Iteration 14Q: 3 clusters Score -2.542443e+07 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193615 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -25424754.000000 Penalty: 6048.201172
	Iteration 15Q: 3 clusters Score -2.542475e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194499 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -25424910.000000 Penalty: 6048.201172
	Iteration 16Q: 3 clusters Score -2.542491e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195058 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -25425066.000000 Penalty: 6048.201172
	Iteration 17Q: 3 clusters Score -2.542507e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195434 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -25425100.000000 Penalty: 6048.201172
	Iteration 18Q: 3 clusters Score -2.54251e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195683 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -25425168.000000 Penalty: 6048.201172
	Iteration 19Q: 3 clusters Score -2.542517e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195855 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -25425206.000000 Penalty: 6048.201172
	Iteration 20F: 3 clusters Score -2.542521e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195995 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -25425246.000000 Penalty: 6048.201172
	Iteration 21Q: 3 clusters Score -2.542525e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196111 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -25425248.000000 Penalty: 6048.201172
	Iteration 22Q: 3 clusters Score -2.542525e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196177 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -25425254.000000 Penalty: 6048.201172
	Iteration 23Q: 3 clusters Score -2.542525e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196226 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -25425322.000000 Penalty: 6048.201172
	Iteration 24Q: 3 clusters Score -2.542532e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196268 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -25425304.000000 Penalty: 6048.201172
	Iteration 25Q: 3 clusters Score -2.54253e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196309 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -25425298.000000 Penalty: 6048.201172
	Iteration 26Q: 3 clusters Score -2.54253e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196344 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -25425278.000000 Penalty: 6048.201172
	Iteration 27Q: 3 clusters Score -2.542528e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196355 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -25425310.000000 Penalty: 6048.201172
	Iteration 28Q: 3 clusters Score -2.542531e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196368 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -25425304.000000 Penalty: 6048.201172
	Iteration 29Q: 3 clusters Score -2.54253e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196374 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -25425288.000000 Penalty: 6048.201172
	Iteration 30Q: 3 clusters Score -2.542529e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196383 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -25425278.000000 Penalty: 6048.201172
	Iteration 31Q: 3 clusters Score -2.542528e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196392 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -25425310.000000 Penalty: 6048.201172
	Iteration 32Q: 3 clusters Score -2.542531e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196399 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -25425286.000000 Penalty: 6048.201172
	Iteration 33Q: 3 clusters Score -2.542529e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196404 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -25425298.000000 Penalty: 6048.201172
	Iteration 34Q: 3 clusters Score -2.54253e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196408 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -25425286.000000 Penalty: 6048.201172
	Iteration 35Q: 3 clusters Score -2.542529e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196415 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -25425288.000000 Penalty: 6048.201172
	Iteration 36Q: 3 clusters Score -2.542529e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196418 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -25425306.000000 Penalty: 6048.201172
	Iteration 37Q: 3 clusters Score -2.542531e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196422 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -25425316.000000 Penalty: 6048.201172
	Iteration 38Q: 3 clusters Score -2.542532e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196427 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -25425320.000000 Penalty: 6048.201172
	Iteration 39Q: 3 clusters Score -2.542532e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196432 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -25425312.000000 Penalty: 6048.201172
	Iteration 40F: 3 clusters Score -2.542531e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196439 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -25425334.000000 Penalty: 6048.201172
	Iteration 41Q: 3 clusters Score -2.542533e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196444 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -25425338.000000 Penalty: 6048.201172
	Iteration 42Q: 3 clusters Score -2.542534e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196451 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -25425344.000000 Penalty: 6048.201172
	Iteration 43Q: 3 clusters Score -2.542534e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196453 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -25425338.000000 Penalty: 6048.201172
	Iteration 44Q: 3 clusters Score -2.542534e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196459 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -25425340.000000 Penalty: 6048.201172
	Iteration 45Q: 3 clusters Score -2.542534e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196462 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -25425346.000000 Penalty: 6048.201172
	Iteration 46Q: 3 clusters Score -2.542535e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196462 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -25425332.000000 Penalty: 6048.201172
	Iteration 47Q: 3 clusters Score -2.542533e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196468 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -25425336.000000 Penalty: 6048.201172
	Iteration 48Q: 3 clusters Score -2.542534e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196475 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -25425350.000000 Penalty: 6048.201172
	Iteration 49Q: 3 clusters Score -2.542535e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196482 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -25425342.000000 Penalty: 6048.201172
	Iteration 50Q: 3 clusters Score -2.542534e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196485 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -25425350.000000 Penalty: 6048.201172
	Iteration 51Q: 3 clusters Score -2.542535e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196485 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -25425356.000000 Penalty: 6048.201172
	Iteration 52Q: 3 clusters Score -2.542536e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196486 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -25425352.000000 Penalty: 6048.201172
	Iteration 53Q: 3 clusters Score -2.542535e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196486 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -25425352.000000 Penalty: 6048.201172
	Iteration 54F: 3 clusters Score -2.542535e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (2874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Entering Unmasked Estep 
Score: -350013.593750 Penalty: 1974.938110
	Iteration 0F: 2 clusters Score -350013.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -346843.812500 Penalty: 3949.876221
	Iteration 0F: 3 clusters Score -346843.8 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -347512.093750 Penalty: 3949.876221
	Iteration 1F: 3 clusters Score -347512.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -347665.531250 Penalty: 3949.876221
	Iteration 2F: 3 clusters Score -347665.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -347775.468750 Penalty: 3949.876221
	Iteration 3Q: 3 clusters Score -347775.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -347851.187500 Penalty: 3949.876221
	Iteration 4Q: 3 clusters Score -347851.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -347895.218750 Penalty: 3949.876221
	Iteration 5Q: 3 clusters Score -347895.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -347937.656250 Penalty: 3949.876221
	Iteration 6Q: 3 clusters Score -347937.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -347984.031250 Penalty: 3949.876221
	Iteration 7Q: 3 clusters Score -347984 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -348022.187500 Penalty: 3949.876221
	Iteration 8Q: 3 clusters Score -348022.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -348065.437500 Penalty: 3949.876221
	Iteration 9Q: 3 clusters Score -348065.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -348102.812500 Penalty: 3949.876221
	Iteration 10Q: 3 clusters Score -348102.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -348142.406250 Penalty: 3949.876221
	Iteration 11Q: 3 clusters Score -348142.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -348183.750000 Penalty: 3949.876221
	Iteration 12Q: 3 clusters Score -348183.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -348219.406250 Penalty: 3949.876221
	Iteration 13Q: 3 clusters Score -348219.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -348254.781250 Penalty: 3949.876221
	Iteration 14Q: 3 clusters Score -348254.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -348286.437500 Penalty: 3949.876221
	Iteration 15Q: 3 clusters Score -348286.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -348318.750000 Penalty: 3949.876221
	Iteration 16Q: 3 clusters Score -348318.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -348342.718750 Penalty: 3949.876221
	Iteration 17Q: 3 clusters Score -348342.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -348367.656250 Penalty: 3949.876221
	Iteration 18Q: 3 clusters Score -348367.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -348403.593750 Penalty: 3949.876221
	Iteration 19Q: 3 clusters Score -348403.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -348444.156250 Penalty: 3949.876221
	Iteration 20F: 3 clusters Score -348444.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -348472.812500 Penalty: 3949.876221
	Iteration 21Q: 3 clusters Score -348472.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -348509.781250 Penalty: 3949.876221
	Iteration 22Q: 3 clusters Score -348509.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -348551.250000 Penalty: 3949.876221
	Iteration 23Q: 3 clusters Score -348551.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -348589.093750 Penalty: 3949.876221
	Iteration 24Q: 3 clusters Score -348589.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -348611.468750 Penalty: 3949.876221
	Iteration 25Q: 3 clusters Score -348611.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -348633.781250 Penalty: 3949.876221
	Iteration 26Q: 3 clusters Score -348633.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -348646.625000 Penalty: 3949.876221
	Iteration 27Q: 3 clusters Score -348646.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -348659.781250 Penalty: 3949.876221
	Iteration 28Q: 3 clusters Score -348659.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -348672.250000 Penalty: 3949.876221
	Iteration 29Q: 3 clusters Score -348672.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -348679.437500 Penalty: 3949.876221
	Iteration 30Q: 3 clusters Score -348679.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -348685.406250 Penalty: 3949.876221
	Iteration 31Q: 3 clusters Score -348685.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -348690.781250 Penalty: 3949.876221
	Iteration 32Q: 3 clusters Score -348690.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -348696.218750 Penalty: 3949.876221
	Iteration 33Q: 3 clusters Score -348696.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -348700.062500 Penalty: 3949.876221
	Iteration 34Q: 3 clusters Score -348700.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -348704.656250 Penalty: 3949.876221
	Iteration 35Q: 3 clusters Score -348704.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -348708.406250 Penalty: 3949.876221
	Iteration 36Q: 3 clusters Score -348708.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -348711.968750 Penalty: 3949.876221
	Iteration 37Q: 3 clusters Score -348712 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -348719.812500 Penalty: 3949.876221
	Iteration 38Q: 3 clusters Score -348719.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -348725.437500 Penalty: 3949.876221
	Iteration 39Q: 3 clusters Score -348725.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -348730.218750 Penalty: 3949.876221
	Iteration 40F: 3 clusters Score -348730.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -348733.250000 Penalty: 3949.876221
	Iteration 41Q: 3 clusters Score -348733.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -348735.906250 Penalty: 3949.876221
	Iteration 42Q: 3 clusters Score -348735.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -348739.218750 Penalty: 3949.876221
	Iteration 43Q: 3 clusters Score -348739.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -348743.125000 Penalty: 3949.876221
	Iteration 44Q: 3 clusters Score -348743.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -348748.843750 Penalty: 3949.876221
	Iteration 45Q: 3 clusters Score -348748.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -348757.000000 Penalty: 3949.876221
	Iteration 46Q: 3 clusters Score -348757 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -348763.843750 Penalty: 3949.876221
	Iteration 47Q: 3 clusters Score -348763.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -348771.156250 Penalty: 3949.876221
	Iteration 48Q: 3 clusters Score -348771.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -348777.500000 Penalty: 3949.876221
	Iteration 49Q: 3 clusters Score -348777.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -348782.437500 Penalty: 3949.876221
	Iteration 50Q: 3 clusters Score -348782.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -348786.625000 Penalty: 3949.876221
	Iteration 51Q: 3 clusters Score -348786.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -348792.218750 Penalty: 3949.876221
	Iteration 52Q: 3 clusters Score -348792.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -348795.093750 Penalty: 3949.876221
	Iteration 53Q: 3 clusters Score -348795.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -348797.906250 Penalty: 3949.876221
	Iteration 54Q: 3 clusters Score -348797.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -348798.968750 Penalty: 3949.876221
	Iteration 55Q: 3 clusters Score -348799 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -348801.093750 Penalty: 3949.876221
	Iteration 56Q: 3 clusters Score -348801.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -348800.593750 Penalty: 3949.876221
	Iteration 57Q: 3 clusters Score -348800.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -348800.593750 Penalty: 3949.876221
	Iteration 58F: 3 clusters Score -348800.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (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: -576536.375000 Penalty: 2091.585205
	Iteration 0F: 2 clusters Score -576536.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -572295.437500 Penalty: 4183.170410
	Iteration 0F: 3 clusters Score -572295.4 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -573286.375000 Penalty: 4183.170410
	Iteration 1F: 3 clusters Score -573286.4 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -573480.562500 Penalty: 4183.170410
	Iteration 2F: 3 clusters Score -573480.6 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -573625.937500 Penalty: 4183.170410
	Iteration 3Q: 3 clusters Score -573625.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -573726.375000 Penalty: 4183.170410
	Iteration 4Q: 3 clusters Score -573726.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -573807.312500 Penalty: 4183.170410
	Iteration 5Q: 3 clusters Score -573807.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -573885.812500 Penalty: 4183.170410
	Iteration 6Q: 3 clusters Score -573885.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -573962.375000 Penalty: 4183.170410
	Iteration 7Q: 3 clusters Score -573962.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -574032.875000 Penalty: 4183.170410
	Iteration 8Q: 3 clusters Score -574032.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -574092.750000 Penalty: 4183.170410
	Iteration 9Q: 3 clusters Score -574092.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -574130.500000 Penalty: 4183.170410
	Iteration 10Q: 3 clusters Score -574130.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -574162.437500 Penalty: 4183.170410
	Iteration 11Q: 3 clusters Score -574162.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -574193.937500 Penalty: 4183.170410
	Iteration 12Q: 3 clusters Score -574193.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -574220.937500 Penalty: 4183.170410
	Iteration 13Q: 3 clusters Score -574220.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -574255.000000 Penalty: 4183.170410
	Iteration 14Q: 3 clusters Score -574255 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -574285.000000 Penalty: 4183.170410
	Iteration 15Q: 3 clusters Score -574285 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -574315.500000 Penalty: 4183.170410
	Iteration 16Q: 3 clusters Score -574315.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -574343.375000 Penalty: 4183.170410
	Iteration 17Q: 3 clusters Score -574343.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -574364.375000 Penalty: 4183.170410
	Iteration 18Q: 3 clusters Score -574364.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -574379.875000 Penalty: 4183.170410
	Iteration 19Q: 3 clusters Score -574379.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -574395.000000 Penalty: 4183.170410
	Iteration 20F: 3 clusters Score -574395 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -574409.625000 Penalty: 4183.170410
	Iteration 21Q: 3 clusters Score -574409.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -574418.437500 Penalty: 4183.170410
	Iteration 22Q: 3 clusters Score -574418.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -574427.000000 Penalty: 4183.170410
	Iteration 23Q: 3 clusters Score -574427 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -574436.562500 Penalty: 4183.170410
	Iteration 24Q: 3 clusters Score -574436.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -574444.437500 Penalty: 4183.170410
	Iteration 25Q: 3 clusters Score -574444.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -574454.437500 Penalty: 4183.170410
	Iteration 26Q: 3 clusters Score -574454.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -574460.937500 Penalty: 4183.170410
	Iteration 27Q: 3 clusters Score -574460.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -574467.500000 Penalty: 4183.170410
	Iteration 28Q: 3 clusters Score -574467.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -574472.937500 Penalty: 4183.170410
	Iteration 29Q: 3 clusters Score -574472.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -574478.000000 Penalty: 4183.170410
	Iteration 30Q: 3 clusters Score -574478 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -574483.937500 Penalty: 4183.170410
	Iteration 31Q: 3 clusters Score -574483.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -574490.312500 Penalty: 4183.170410
	Iteration 32Q: 3 clusters Score -574490.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -574495.062500 Penalty: 4183.170410
	Iteration 33Q: 3 clusters Score -574495.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -574498.562500 Penalty: 4183.170410
	Iteration 34Q: 3 clusters Score -574498.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -574498.375000 Penalty: 4183.170410
	Iteration 35Q: 3 clusters Score -574498.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -574502.687500 Penalty: 4183.170410
	Iteration 36Q: 3 clusters Score -574502.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -574503.187500 Penalty: 4183.170410
	Iteration 37Q: 3 clusters Score -574503.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -574505.750000 Penalty: 4183.170410
	Iteration 38Q: 3 clusters Score -574505.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -574511.437500 Penalty: 4183.170410
	Iteration 39Q: 3 clusters Score -574511.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -574517.062500 Penalty: 4183.170410
	Iteration 40F: 3 clusters Score -574517.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -574525.062500 Penalty: 4183.170410
	Iteration 41Q: 3 clusters Score -574525.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -574534.875000 Penalty: 4183.170410
	Iteration 42Q: 3 clusters Score -574534.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -574546.500000 Penalty: 4183.170410
	Iteration 43Q: 3 clusters Score -574546.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -574552.562500 Penalty: 4183.170410
	Iteration 44Q: 3 clusters Score -574552.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -574554.875000 Penalty: 4183.170410
	Iteration 45Q: 3 clusters Score -574554.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -574554.562500 Penalty: 4183.170410
	Iteration 46Q: 3 clusters Score -574554.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -574555.187500 Penalty: 4183.170410
	Iteration 47Q: 3 clusters Score -574555.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -574555.312500 Penalty: 4183.170410
	Iteration 48Q: 3 clusters Score -574555.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -574555.312500 Penalty: 4183.170410
	Iteration 49F: 3 clusters Score -574555.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (3049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Entering Unmasked Estep 
Score: -380898.875000 Penalty: 1989.597046
	Iteration 0F: 2 clusters Score -380898.9 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 1493 members 
Entering Unmasked Estep 
Score: -377616.031250 Penalty: 3979.194092
	Iteration 0F: 3 clusters Score -377616 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -378280.562500 Penalty: 3979.194092
	Iteration 1F: 3 clusters Score -378280.6 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -378434.562500 Penalty: 3979.194092
	Iteration 2F: 3 clusters Score -378434.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -378532.468750 Penalty: 3979.194092
	Iteration 3Q: 3 clusters Score -378532.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -378612.593750 Penalty: 3979.194092
	Iteration 4Q: 3 clusters Score -378612.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -378684.281250 Penalty: 3979.194092
	Iteration 5Q: 3 clusters Score -378684.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -378762.812500 Penalty: 3979.194092
	Iteration 6Q: 3 clusters Score -378762.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -378822.250000 Penalty: 3979.194092
	Iteration 7Q: 3 clusters Score -378822.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -378868.312500 Penalty: 3979.194092
	Iteration 8Q: 3 clusters Score -378868.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -378920.781250 Penalty: 3979.194092
	Iteration 9Q: 3 clusters Score -378920.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -378962.781250 Penalty: 3979.194092
	Iteration 10Q: 3 clusters Score -378962.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -378994.000000 Penalty: 3979.194092
	Iteration 11Q: 3 clusters Score -378994 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -379021.000000 Penalty: 3979.194092
	Iteration 12Q: 3 clusters Score -379021 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -379044.031250 Penalty: 3979.194092
	Iteration 13Q: 3 clusters Score -379044 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -379059.781250 Penalty: 3979.194092
	Iteration 14Q: 3 clusters Score -379059.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -379074.718750 Penalty: 3979.194092
	Iteration 15Q: 3 clusters Score -379074.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -379088.750000 Penalty: 3979.194092
	Iteration 16Q: 3 clusters Score -379088.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -379106.125000 Penalty: 3979.194092
	Iteration 17Q: 3 clusters Score -379106.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -379120.531250 Penalty: 3979.194092
	Iteration 18Q: 3 clusters Score -379120.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -379126.750000 Penalty: 3979.194092
	Iteration 19Q: 3 clusters Score -379126.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -379128.531250 Penalty: 3979.194092
	Iteration 20F: 3 clusters Score -379128.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -379131.468750 Penalty: 3979.194092
	Iteration 21Q: 3 clusters Score -379131.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -379134.687500 Penalty: 3979.194092
	Iteration 22Q: 3 clusters Score -379134.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -379137.000000 Penalty: 3979.194092
	Iteration 23Q: 3 clusters Score -379137 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -379140.250000 Penalty: 3979.194092
	Iteration 24Q: 3 clusters Score -379140.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -379145.718750 Penalty: 3979.194092
	Iteration 25Q: 3 clusters Score -379145.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -379151.281250 Penalty: 3979.194092
	Iteration 26Q: 3 clusters Score -379151.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -379159.968750 Penalty: 3979.194092
	Iteration 27Q: 3 clusters Score -379160 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -379170.062500 Penalty: 3979.194092
	Iteration 28Q: 3 clusters Score -379170.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -379178.562500 Penalty: 3979.194092
	Iteration 29Q: 3 clusters Score -379178.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -379188.687500 Penalty: 3979.194092
	Iteration 30Q: 3 clusters Score -379188.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -379194.187500 Penalty: 3979.194092
	Iteration 31Q: 3 clusters Score -379194.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -379201.156250 Penalty: 3979.194092
	Iteration 32Q: 3 clusters Score -379201.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -379211.375000 Penalty: 3979.194092
	Iteration 33Q: 3 clusters Score -379211.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -379222.375000 Penalty: 3979.194092
	Iteration 34Q: 3 clusters Score -379222.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -379234.156250 Penalty: 3979.194092
	Iteration 35Q: 3 clusters Score -379234.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -379246.781250 Penalty: 3979.194092
	Iteration 36Q: 3 clusters Score -379246.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -379261.781250 Penalty: 3979.194092
	Iteration 37Q: 3 clusters Score -379261.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -379277.000000 Penalty: 3979.194092
	Iteration 38Q: 3 clusters Score -379277 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -379293.125000 Penalty: 3979.194092
	Iteration 39Q: 3 clusters Score -379293.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -379306.218750 Penalty: 3979.194092
	Iteration 40F: 3 clusters Score -379306.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -379316.218750 Penalty: 3979.194092
	Iteration 41Q: 3 clusters Score -379316.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -379325.500000 Penalty: 3979.194092
	Iteration 42Q: 3 clusters Score -379325.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -379335.812500 Penalty: 3979.194092
	Iteration 43Q: 3 clusters Score -379335.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -379348.093750 Penalty: 3979.194092
	Iteration 44Q: 3 clusters Score -379348.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -379359.812500 Penalty: 3979.194092
	Iteration 45Q: 3 clusters Score -379359.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -379367.187500 Penalty: 3979.194092
	Iteration 46Q: 3 clusters Score -379367.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -379371.250000 Penalty: 3979.194092
	Iteration 47Q: 3 clusters Score -379371.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -379372.781250 Penalty: 3979.194092
	Iteration 48Q: 3 clusters Score -379372.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -379374.875000 Penalty: 3979.194092
	Iteration 49Q: 3 clusters Score -379374.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -379378.062500 Penalty: 3979.194092
	Iteration 50Q: 3 clusters Score -379378.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -379380.718750 Penalty: 3979.194092
	Iteration 51Q: 3 clusters Score -379380.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -379382.906250 Penalty: 3979.194092
	Iteration 52Q: 3 clusters Score -379382.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -379385.843750 Penalty: 3979.194092
	Iteration 53Q: 3 clusters Score -379385.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -379386.500000 Penalty: 3979.194092
	Iteration 54Q: 3 clusters Score -379386.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -379387.906250 Penalty: 3979.194092
	Iteration 55Q: 3 clusters Score -379387.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -379388.375000 Penalty: 3979.194092
	Iteration 56Q: 3 clusters Score -379388.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -379388.375000 Penalty: 3979.194092
	Iteration 57F: 3 clusters Score -379388.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Entering Unmasked Estep 
Score: -35013.105469 Penalty: 1565.310181
	Iteration 0F: 2 clusters Score -35013.11 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 283 members 
Entering Unmasked Estep 
Score: -33714.628906 Penalty: 3130.620361
	Iteration 0F: 3 clusters Score -33714.63 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -34279.500000 Penalty: 3130.620361
	Iteration 1F: 3 clusters Score -34279.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -34734.402344 Penalty: 3130.620361
	Iteration 2F: 3 clusters Score -34734.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -34999.593750 Penalty: 3130.620361
	Iteration 3F: 3 clusters Score -34999.59 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -35140.308594 Penalty: 3130.620361
	Iteration 4Q: 3 clusters Score -35140.31 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -35203.265625 Penalty: 3130.620361
	Iteration 5Q: 3 clusters Score -35203.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -35228.476562 Penalty: 3130.620361
	Iteration 6Q: 3 clusters Score -35228.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -35238.863281 Penalty: 3130.620361
	Iteration 7Q: 3 clusters Score -35238.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -35240.652344 Penalty: 3130.620361
	Iteration 8Q: 3 clusters Score -35240.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -35240.652344 Penalty: 3130.620361
	Iteration 9F: 3 clusters Score -35240.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 15366 members 
Mstep: Class 3 contains 27175 members 
Mstep: Class 4 contains 35757 members 
Mstep: Class 5 contains 21515 members 
Mstep: Class 6 contains 1661 members 
Mstep: Class 7 contains 2495 members 
Mstep: Class 8 contains 48467 members 
Mstep: Class 9 contains 29987 members 
Mstep: Class 10 contains 12230 members 
Mstep: Class 11 contains 4383 members 
Mstep: Class 12 contains 225752 members 
Mstep: Class 13 contains 9463 members 
Mstep: Class 14 contains 5417 members 
Mstep: Class 15 contains 26761 members 
Mstep: Class 16 contains 9419 members 
Mstep: Class 17 contains 10232 members 
Mstep: Class 18 contains 7909 members 
Mstep: Class 19 contains 163541 members 
Mstep: Class 20 contains 41729 members 
Mstep: Class 21 contains 12996 members 
Mstep: Class 22 contains 160 members 
Mstep: Class 23 contains 10742 members 
Mstep: Class 24 contains 4149 members 
Mstep: Class 25 contains 6536 members 
Mstep: Class 26 contains 60595 members 
Mstep: Class 27 contains 9603 members 
Mstep: Class 28 contains 6818 members 
Mstep: Class 29 contains 5287 members 
Mstep: Class 30 contains 8673 members 
Mstep: Class 31 contains 299 members 
Mstep: Class 32 contains 1141 members 
Mstep: Class 33 contains 1801 members 
Mstep: Class 34 contains 8910 members 
Mstep: Class 35 contains 197591 members 
Mstep: Class 36 contains 2874 members 
Mstep: Class 37 contains 4600 members 
Mstep: Class 38 contains 3049 members 
Mstep: Class 39 contains 225 members 
Mstep: Class 40 contains 9866 members 
Mstep: Class 41 contains 27360 members 
Mstep: Class 42 contains 5047 members 
Mstep: Class 43 contains 12573 members 
Mstep: Class 44 contains 794 members 
Mstep: Class 45 contains 3752 members 
Mstep: Class 46 contains 2011 members 
Mstep: Class 47 contains 13737 members 
Mstep: Class 48 contains 421 members 
Mstep: Class 49 contains 4114 members 
Mstep: Class 50 contains 965 members 
Mstep: Class 51 contains 1903 members 
Mstep: Class 52 contains 37347 members 
Mstep: Class 53 contains 742 members 
Mstep: Class 54 contains 7069 members 
Mstep: Class 55 contains 849 members 
Mstep: Class 56 contains 6669 members 
Mstep: Class 57 contains 2489 members 
Mstep: Class 58 contains 102 members 
Mstep: Class 59 contains 401 members 
Mstep: Class 60 contains 1064 members 
Mstep: Class 61 contains 326 members 
Entering Unmasked Estep 
Score: -147518256.000000 Penalty: 211610.328125
Splitting cluster 39 changes total score from -147517424.000000 to -147518256.000000
So it's getting split into cluster 61.
Entering ConstructFrom: 
Trying to split cluster 40 (9866 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9866 members 
Entering Unmasked Estep 
Score: -1121986.250000 Penalty: 2280.818848
	Iteration 0F: 2 clusters Score -1121986 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -1114483.750000 Penalty: 4561.637695
	Iteration 0F: 3 clusters Score -1114484 nChanged 4092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -1116930.375000 Penalty: 4561.637695
	Iteration 1F: 3 clusters Score -1116930 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -1117608.875000 Penalty: 4561.637695
	Iteration 2F: 3 clusters Score -1117609 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -1118280.375000 Penalty: 4561.637695
	Iteration 3F: 3 clusters Score -1118280 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -1118920.125000 Penalty: 4561.637695
	Iteration 4F: 3 clusters Score -1118920 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -1119546.875000 Penalty: 4561.637695
	Iteration 5F: 3 clusters Score -1119547 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -1120053.875000 Penalty: 4561.637695
	Iteration 6F: 3 clusters Score -1120054 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -1120453.750000 Penalty: 4561.637695
	Iteration 7F: 3 clusters Score -1120454 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -1120724.000000 Penalty: 4561.637695
	Iteration 8Q: 3 clusters Score -1120724 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -1120905.375000 Penalty: 4561.637695
	Iteration 9Q: 3 clusters Score -1120905 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -1121014.500000 Penalty: 4561.637695
	Iteration 10Q: 3 clusters Score -1121014 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -1121105.375000 Penalty: 4561.637695
	Iteration 11Q: 3 clusters Score -1121105 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -1121166.875000 Penalty: 4561.637695
	Iteration 12Q: 3 clusters Score -1121167 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -1121222.375000 Penalty: 4561.637695
	Iteration 13Q: 3 clusters Score -1121222 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -1121265.000000 Penalty: 4561.637695
	Iteration 14Q: 3 clusters Score -1121265 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -1121291.000000 Penalty: 4561.637695
	Iteration 15Q: 3 clusters Score -1121291 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -1121326.750000 Penalty: 4561.637695
	Iteration 16Q: 3 clusters Score -1121327 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -1121358.875000 Penalty: 4561.637695
	Iteration 17Q: 3 clusters Score -1121359 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -1121398.250000 Penalty: 4561.637695
	Iteration 18Q: 3 clusters Score -1121398 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -1121431.625000 Penalty: 4561.637695
	Iteration 19Q: 3 clusters Score -1121432 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -1121455.250000 Penalty: 4561.637695
	Iteration 20F: 3 clusters Score -1121455 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -1121472.250000 Penalty: 4561.637695
	Iteration 21Q: 3 clusters Score -1121472 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -1121496.625000 Penalty: 4561.637695
	Iteration 22Q: 3 clusters Score -1121497 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -1121518.000000 Penalty: 4561.637695
	Iteration 23Q: 3 clusters Score -1121518 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -1121536.500000 Penalty: 4561.637695
	Iteration 24Q: 3 clusters Score -1121536 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -1121549.250000 Penalty: 4561.637695
	Iteration 25Q: 3 clusters Score -1121549 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -1121562.375000 Penalty: 4561.637695
	Iteration 26Q: 3 clusters Score -1121562 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -1121581.000000 Penalty: 4561.637695
	Iteration 27Q: 3 clusters Score -1121581 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -1121589.750000 Penalty: 4561.637695
	Iteration 28Q: 3 clusters Score -1121590 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -1121593.375000 Penalty: 4561.637695
	Iteration 29Q: 3 clusters Score -1121593 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -1121602.375000 Penalty: 4561.637695
	Iteration 30Q: 3 clusters Score -1121602 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -1121608.750000 Penalty: 4561.637695
	Iteration 31Q: 3 clusters Score -1121609 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -1121613.375000 Penalty: 4561.637695
	Iteration 32Q: 3 clusters Score -1121613 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -1121617.250000 Penalty: 4561.637695
	Iteration 33Q: 3 clusters Score -1121617 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -1121622.375000 Penalty: 4561.637695
	Iteration 34Q: 3 clusters Score -1121622 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -1121622.875000 Penalty: 4561.637695
	Iteration 35Q: 3 clusters Score -1121623 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -1121625.125000 Penalty: 4561.637695
	Iteration 36Q: 3 clusters Score -1121625 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -1121627.125000 Penalty: 4561.637695
	Iteration 37Q: 3 clusters Score -1121627 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -1121627.000000 Penalty: 4561.637695
	Iteration 38Q: 3 clusters Score -1121627 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -1121629.375000 Penalty: 4561.637695
	Iteration 39Q: 3 clusters Score -1121629 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -1121631.250000 Penalty: 4561.637695
	Iteration 40F: 3 clusters Score -1121631 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -1121630.500000 Penalty: 4561.637695
	Iteration 41Q: 3 clusters Score -1121630 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -1121630.000000 Penalty: 4561.637695
	Iteration 42Q: 3 clusters Score -1121630 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -1121630.625000 Penalty: 4561.637695
	Iteration 43Q: 3 clusters Score -1121631 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -1121631.875000 Penalty: 4561.637695
	Iteration 44Q: 3 clusters Score -1121632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -1121630.875000 Penalty: 4561.637695
	Iteration 45Q: 3 clusters Score -1121631 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -1121631.750000 Penalty: 4561.637695
	Iteration 46Q: 3 clusters Score -1121632 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -1121634.875000 Penalty: 4561.637695
	Iteration 47Q: 3 clusters Score -1121635 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -1121635.375000 Penalty: 4561.637695
	Iteration 48Q: 3 clusters Score -1121635 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -1121635.875000 Penalty: 4561.637695
	Iteration 49Q: 3 clusters Score -1121636 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -1121635.625000 Penalty: 4561.637695
	Iteration 50Q: 3 clusters Score -1121636 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -1121635.750000 Penalty: 4561.637695
	Iteration 51Q: 3 clusters Score -1121636 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -1121636.250000 Penalty: 4561.637695
	Iteration 52Q: 3 clusters Score -1121636 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -1121635.625000 Penalty: 4561.637695
	Iteration 53Q: 3 clusters Score -1121636 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -1121637.750000 Penalty: 4561.637695
	Iteration 54Q: 3 clusters Score -1121638 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -1121639.375000 Penalty: 4561.637695
	Iteration 55Q: 3 clusters Score -1121639 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -1121638.125000 Penalty: 4561.637695
	Iteration 56Q: 3 clusters Score -1121638 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -1121639.625000 Penalty: 4561.637695
	Iteration 57Q: 3 clusters Score -1121640 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -1121639.625000 Penalty: 4561.637695
	Iteration 58F: 3 clusters Score -1121640 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (27360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27360 members 
Entering Unmasked Estep 
Score: -3484096.500000 Penalty: 2533.775635
	Iteration 0F: 2 clusters Score -3484096 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13811 members 
Mstep: Class 2 contains 13549 members 
Entering Unmasked Estep 
Score: -3465367.750000 Penalty: 5067.551270
	Iteration 0F: 3 clusters Score -3465368 nChanged 12214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14801 members 
Mstep: Class 2 contains 12559 members 
Entering Unmasked Estep 
Score: -3472187.000000 Penalty: 5067.551270
	Iteration 1F: 3 clusters Score -3472187 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15540 members 
Mstep: Class 2 contains 11820 members 
Entering Unmasked Estep 
Score: -3473093.750000 Penalty: 5067.551270
	Iteration 2F: 3 clusters Score -3473094 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16499 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -3474191.500000 Penalty: 5067.551270
	Iteration 3F: 3 clusters Score -3474192 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17669 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -3475528.000000 Penalty: 5067.551270
	Iteration 4F: 3 clusters Score -3475528 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18995 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -3476992.750000 Penalty: 5067.551270
	Iteration 5F: 3 clusters Score -3476993 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20242 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -3478203.500000 Penalty: 5067.551270
	Iteration 6F: 3 clusters Score -3478204 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21336 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -3479075.750000 Penalty: 5067.551270
	Iteration 7F: 3 clusters Score -3479076 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22222 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -3479621.500000 Penalty: 5067.551270
	Iteration 8Q: 3 clusters Score -3479622 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22923 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -3480007.750000 Penalty: 5067.551270
	Iteration 9Q: 3 clusters Score -3480008 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23505 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -3480276.000000 Penalty: 5067.551270
	Iteration 10Q: 3 clusters Score -3480276 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24044 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -3480550.250000 Penalty: 5067.551270
	Iteration 11Q: 3 clusters Score -3480550 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24499 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -3480746.500000 Penalty: 5067.551270
	Iteration 12Q: 3 clusters Score -3480746 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24911 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -3480960.250000 Penalty: 5067.551270
	Iteration 13Q: 3 clusters Score -3480960 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25254 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -3481126.000000 Penalty: 5067.551270
	Iteration 14Q: 3 clusters Score -3481126 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25514 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -3481265.750000 Penalty: 5067.551270
	Iteration 15Q: 3 clusters Score -3481266 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25722 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -3481371.000000 Penalty: 5067.551270
	Iteration 16Q: 3 clusters Score -3481371 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25890 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -3481457.750000 Penalty: 5067.551270
	Iteration 17Q: 3 clusters Score -3481458 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26057 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -3481563.750000 Penalty: 5067.551270
	Iteration 18Q: 3 clusters Score -3481564 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26207 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -3481667.000000 Penalty: 5067.551270
	Iteration 19Q: 3 clusters Score -3481667 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26318 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -3481741.500000 Penalty: 5067.551270
	Iteration 20F: 3 clusters Score -3481742 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26416 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -3481806.500000 Penalty: 5067.551270
	Iteration 21Q: 3 clusters Score -3481806 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26471 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -3481840.250000 Penalty: 5067.551270
	Iteration 22Q: 3 clusters Score -3481840 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26515 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -3481876.250000 Penalty: 5067.551270
	Iteration 23Q: 3 clusters Score -3481876 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26542 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -3481891.500000 Penalty: 5067.551270
	Iteration 24Q: 3 clusters Score -3481892 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26569 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -3481905.000000 Penalty: 5067.551270
	Iteration 25Q: 3 clusters Score -3481905 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26590 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -3481921.250000 Penalty: 5067.551270
	Iteration 26Q: 3 clusters Score -3481921 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26607 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -3481928.000000 Penalty: 5067.551270
	Iteration 27Q: 3 clusters Score -3481928 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26616 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -3481938.000000 Penalty: 5067.551270
	Iteration 28Q: 3 clusters Score -3481938 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26628 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -3481946.750000 Penalty: 5067.551270
	Iteration 29Q: 3 clusters Score -3481947 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26631 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -3481953.250000 Penalty: 5067.551270
	Iteration 30Q: 3 clusters Score -3481953 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26637 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -3481956.500000 Penalty: 5067.551270
	Iteration 31Q: 3 clusters Score -3481956 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26645 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -3481956.500000 Penalty: 5067.551270
	Iteration 32Q: 3 clusters Score -3481956 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26655 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -3481965.500000 Penalty: 5067.551270
	Iteration 33Q: 3 clusters Score -3481966 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26660 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -3481975.250000 Penalty: 5067.551270
	Iteration 34Q: 3 clusters Score -3481975 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26666 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -3481980.750000 Penalty: 5067.551270
	Iteration 35Q: 3 clusters Score -3481981 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26675 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -3481986.250000 Penalty: 5067.551270
	Iteration 36Q: 3 clusters Score -3481986 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26683 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -3481990.500000 Penalty: 5067.551270
	Iteration 37Q: 3 clusters Score -3481990 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26687 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -3481993.500000 Penalty: 5067.551270
	Iteration 38Q: 3 clusters Score -3481994 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26692 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -3481992.500000 Penalty: 5067.551270
	Iteration 39Q: 3 clusters Score -3481992 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26696 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -3482000.000000 Penalty: 5067.551270
	Iteration 40F: 3 clusters Score -3482000 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26700 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -3482001.750000 Penalty: 5067.551270
	Iteration 41Q: 3 clusters Score -3482002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26701 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -3482005.500000 Penalty: 5067.551270
	Iteration 42Q: 3 clusters Score -3482006 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26700 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -3482003.000000 Penalty: 5067.551270
	Iteration 43Q: 3 clusters Score -3482003 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26701 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -3482006.250000 Penalty: 5067.551270
	Iteration 44Q: 3 clusters Score -3482006 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26702 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -3482007.000000 Penalty: 5067.551270
	Iteration 45Q: 3 clusters Score -3482007 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26703 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -3482006.250000 Penalty: 5067.551270
	Iteration 46Q: 3 clusters Score -3482006 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26704 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -3482007.000000 Penalty: 5067.551270
	Iteration 47Q: 3 clusters Score -3482007 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26705 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -3482006.750000 Penalty: 5067.551270
	Iteration 48Q: 3 clusters Score -3482007 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26706 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -3482008.250000 Penalty: 5067.551270
	Iteration 49Q: 3 clusters Score -3482008 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26707 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -3482007.500000 Penalty: 5067.551270
	Iteration 50Q: 3 clusters Score -3482008 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26707 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -3482007.500000 Penalty: 5067.551270
	Iteration 51F: 3 clusters Score -3482008 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (5047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Entering Unmasked Estep 
Score: -630666.625000 Penalty: 2114.584229
	Iteration 0F: 2 clusters Score -630666.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -626139.062500 Penalty: 4229.168457
	Iteration 0F: 3 clusters Score -626139.1 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -627228.187500 Penalty: 4229.168457
	Iteration 1F: 3 clusters Score -627228.2 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -627461.000000 Penalty: 4229.168457
	Iteration 2F: 3 clusters Score -627461 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -627576.875000 Penalty: 4229.168457
	Iteration 3Q: 3 clusters Score -627576.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -627658.437500 Penalty: 4229.168457
	Iteration 4Q: 3 clusters Score -627658.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -627720.375000 Penalty: 4229.168457
	Iteration 5Q: 3 clusters Score -627720.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -627758.000000 Penalty: 4229.168457
	Iteration 6Q: 3 clusters Score -627758 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -627786.312500 Penalty: 4229.168457
	Iteration 7Q: 3 clusters Score -627786.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -627814.437500 Penalty: 4229.168457
	Iteration 8Q: 3 clusters Score -627814.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -627834.062500 Penalty: 4229.168457
	Iteration 9Q: 3 clusters Score -627834.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -627852.812500 Penalty: 4229.168457
	Iteration 10Q: 3 clusters Score -627852.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -627872.687500 Penalty: 4229.168457
	Iteration 11Q: 3 clusters Score -627872.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -627889.375000 Penalty: 4229.168457
	Iteration 12Q: 3 clusters Score -627889.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -627908.937500 Penalty: 4229.168457
	Iteration 13Q: 3 clusters Score -627908.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -627928.250000 Penalty: 4229.168457
	Iteration 14Q: 3 clusters Score -627928.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -627963.062500 Penalty: 4229.168457
	Iteration 15Q: 3 clusters Score -627963.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -628007.062500 Penalty: 4229.168457
	Iteration 16Q: 3 clusters Score -628007.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -628045.937500 Penalty: 4229.168457
	Iteration 17Q: 3 clusters Score -628045.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -628083.875000 Penalty: 4229.168457
	Iteration 18Q: 3 clusters Score -628083.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -628124.500000 Penalty: 4229.168457
	Iteration 19Q: 3 clusters Score -628124.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -628179.687500 Penalty: 4229.168457
	Iteration 20F: 3 clusters Score -628179.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -628231.812500 Penalty: 4229.168457
	Iteration 21Q: 3 clusters Score -628231.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -628290.125000 Penalty: 4229.168457
	Iteration 22Q: 3 clusters Score -628290.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -628380.875000 Penalty: 4229.168457
	Iteration 23Q: 3 clusters Score -628380.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -628476.250000 Penalty: 4229.168457
	Iteration 24Q: 3 clusters Score -628476.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -628562.250000 Penalty: 4229.168457
	Iteration 25Q: 3 clusters Score -628562.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -628674.375000 Penalty: 4229.168457
	Iteration 26Q: 3 clusters Score -628674.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -628801.937500 Penalty: 4229.168457
	Iteration 27Q: 3 clusters Score -628801.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -628931.875000 Penalty: 4229.168457
	Iteration 28Q: 3 clusters Score -628931.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -629060.625000 Penalty: 4229.168457
	Iteration 29Q: 3 clusters Score -629060.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -629169.437500 Penalty: 4229.168457
	Iteration 30Q: 3 clusters Score -629169.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -629252.312500 Penalty: 4229.168457
	Iteration 31Q: 3 clusters Score -629252.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -629328.312500 Penalty: 4229.168457
	Iteration 32Q: 3 clusters Score -629328.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -629401.812500 Penalty: 4229.168457
	Iteration 33Q: 3 clusters Score -629401.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -629458.687500 Penalty: 4229.168457
	Iteration 34Q: 3 clusters Score -629458.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -629509.125000 Penalty: 4229.168457
	Iteration 35Q: 3 clusters Score -629509.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -629562.125000 Penalty: 4229.168457
	Iteration 36Q: 3 clusters Score -629562.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -629598.812500 Penalty: 4229.168457
	Iteration 37Q: 3 clusters Score -629598.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -629637.000000 Penalty: 4229.168457
	Iteration 38Q: 3 clusters Score -629637 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -629663.250000 Penalty: 4229.168457
	Iteration 39Q: 3 clusters Score -629663.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -629685.500000 Penalty: 4229.168457
	Iteration 40F: 3 clusters Score -629685.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -629702.125000 Penalty: 4229.168457
	Iteration 41Q: 3 clusters Score -629702.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -629711.875000 Penalty: 4229.168457
	Iteration 42Q: 3 clusters Score -629711.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -629719.937500 Penalty: 4229.168457
	Iteration 43Q: 3 clusters Score -629719.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -629722.437500 Penalty: 4229.168457
	Iteration 44Q: 3 clusters Score -629722.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -629728.875000 Penalty: 4229.168457
	Iteration 45Q: 3 clusters Score -629728.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -629732.687500 Penalty: 4229.168457
	Iteration 46Q: 3 clusters Score -629732.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -629735.125000 Penalty: 4229.168457
	Iteration 47Q: 3 clusters Score -629735.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -629737.000000 Penalty: 4229.168457
	Iteration 48Q: 3 clusters Score -629737 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -629739.437500 Penalty: 4229.168457
	Iteration 49Q: 3 clusters Score -629739.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -629740.750000 Penalty: 4229.168457
	Iteration 50Q: 3 clusters Score -629740.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -629748.312500 Penalty: 4229.168457
	Iteration 51Q: 3 clusters Score -629748.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -629753.062500 Penalty: 4229.168457
	Iteration 52Q: 3 clusters Score -629753.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -629761.625000 Penalty: 4229.168457
	Iteration 53Q: 3 clusters Score -629761.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -629768.250000 Penalty: 4229.168457
	Iteration 54Q: 3 clusters Score -629768.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -629770.562500 Penalty: 4229.168457
	Iteration 55Q: 3 clusters Score -629770.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -629772.625000 Penalty: 4229.168457
	Iteration 56Q: 3 clusters Score -629772.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -629774.000000 Penalty: 4229.168457
	Iteration 57Q: 3 clusters Score -629774 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -629778.750000 Penalty: 4229.168457
	Iteration 58Q: 3 clusters Score -629778.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -629780.062500 Penalty: 4229.168457
	Iteration 59Q: 3 clusters Score -629780.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -629781.187500 Penalty: 4229.168457
	Iteration 60F: 3 clusters Score -629781.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -629781.312500 Penalty: 4229.168457
	Iteration 61Q: 3 clusters Score -629781.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -629782.625000 Penalty: 4229.168457
	Iteration 62Q: 3 clusters Score -629782.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -629784.500000 Penalty: 4229.168457
	Iteration 63Q: 3 clusters Score -629784.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -629786.125000 Penalty: 4229.168457
	Iteration 64Q: 3 clusters Score -629786.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -629790.000000 Penalty: 4229.168457
	Iteration 65Q: 3 clusters Score -629790 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -629791.062500 Penalty: 4229.168457
	Iteration 66Q: 3 clusters Score -629791.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -629793.312500 Penalty: 4229.168457
	Iteration 67Q: 3 clusters Score -629793.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -629795.750000 Penalty: 4229.168457
	Iteration 68Q: 3 clusters Score -629795.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -629799.625000 Penalty: 4229.168457
	Iteration 69Q: 3 clusters Score -629799.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -629803.062500 Penalty: 4229.168457
	Iteration 70Q: 3 clusters Score -629803.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -629804.187500 Penalty: 4229.168457
	Iteration 71Q: 3 clusters Score -629804.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -629805.375000 Penalty: 4229.168457
	Iteration 72Q: 3 clusters Score -629805.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -629807.625000 Penalty: 4229.168457
	Iteration 73Q: 3 clusters Score -629807.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -629807.625000 Penalty: 4229.168457
	Iteration 74F: 3 clusters Score -629807.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (12573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12573 members 
Entering Unmasked Estep 
Score: -1591432.875000 Penalty: 2340.948242
	Iteration 0F: 2 clusters Score -1591433 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -1582096.375000 Penalty: 4681.896484
	Iteration 0F: 3 clusters Score -1582096 nChanged 5304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -1584962.375000 Penalty: 4681.896484
	Iteration 1F: 3 clusters Score -1584962 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -1585420.000000 Penalty: 4681.896484
	Iteration 2F: 3 clusters Score -1585420 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -1585839.875000 Penalty: 4681.896484
	Iteration 3F: 3 clusters Score -1585840 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -1586207.000000 Penalty: 4681.896484
	Iteration 4F: 3 clusters Score -1586207 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -1586535.625000 Penalty: 4681.896484
	Iteration 5Q: 3 clusters Score -1586536 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -1586795.125000 Penalty: 4681.896484
	Iteration 6Q: 3 clusters Score -1586795 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -1587034.500000 Penalty: 4681.896484
	Iteration 7Q: 3 clusters Score -1587034 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -1587287.500000 Penalty: 4681.896484
	Iteration 8Q: 3 clusters Score -1587288 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -1587529.000000 Penalty: 4681.896484
	Iteration 9Q: 3 clusters Score -1587529 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -1587805.750000 Penalty: 4681.896484
	Iteration 10Q: 3 clusters Score -1587806 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -1588100.875000 Penalty: 4681.896484
	Iteration 11Q: 3 clusters Score -1588101 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -1588454.375000 Penalty: 4681.896484
	Iteration 12Q: 3 clusters Score -1588454 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -1588868.750000 Penalty: 4681.896484
	Iteration 13Q: 3 clusters Score -1588869 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -1589315.750000 Penalty: 4681.896484
	Iteration 14Q: 3 clusters Score -1589316 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -1589718.000000 Penalty: 4681.896484
	Iteration 15Q: 3 clusters Score -1589718 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -1590045.500000 Penalty: 4681.896484
	Iteration 16Q: 3 clusters Score -1590046 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -1590263.625000 Penalty: 4681.896484
	Iteration 17Q: 3 clusters Score -1590264 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -1590377.250000 Penalty: 4681.896484
	Iteration 18Q: 3 clusters Score -1590377 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -1590446.875000 Penalty: 4681.896484
	Iteration 19Q: 3 clusters Score -1590447 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -1590499.625000 Penalty: 4681.896484
	Iteration 20F: 3 clusters Score -1590500 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -1590537.125000 Penalty: 4681.896484
	Iteration 21Q: 3 clusters Score -1590537 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -1590558.500000 Penalty: 4681.896484
	Iteration 22Q: 3 clusters Score -1590558 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -1590577.500000 Penalty: 4681.896484
	Iteration 23Q: 3 clusters Score -1590578 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -1590585.750000 Penalty: 4681.896484
	Iteration 24Q: 3 clusters Score -1590586 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -1590585.750000 Penalty: 4681.896484
	Iteration 25Q: 3 clusters Score -1590586 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -1590585.000000 Penalty: 4681.896484
	Iteration 26Q: 3 clusters Score -1590585 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -1590587.250000 Penalty: 4681.896484
	Iteration 27Q: 3 clusters Score -1590587 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -1590590.375000 Penalty: 4681.896484
	Iteration 28Q: 3 clusters Score -1590590 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -1590592.625000 Penalty: 4681.896484
	Iteration 29Q: 3 clusters Score -1590593 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -1590594.000000 Penalty: 4681.896484
	Iteration 30Q: 3 clusters Score -1590594 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -1590598.500000 Penalty: 4681.896484
	Iteration 31Q: 3 clusters Score -1590598 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -1590596.750000 Penalty: 4681.896484
	Iteration 32Q: 3 clusters Score -1590597 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -1590598.250000 Penalty: 4681.896484
	Iteration 33Q: 3 clusters Score -1590598 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -1590601.125000 Penalty: 4681.896484
	Iteration 34Q: 3 clusters Score -1590601 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -1590601.625000 Penalty: 4681.896484
	Iteration 35Q: 3 clusters Score -1590602 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -1590604.750000 Penalty: 4681.896484
	Iteration 36Q: 3 clusters Score -1590605 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -1590601.875000 Penalty: 4681.896484
	Iteration 37Q: 3 clusters Score -1590602 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -1590604.500000 Penalty: 4681.896484
	Iteration 38Q: 3 clusters Score -1590604 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -1590602.250000 Penalty: 4681.896484
	Iteration 39Q: 3 clusters Score -1590602 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -1590604.125000 Penalty: 4681.896484
	Iteration 40F: 3 clusters Score -1590604 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -1590604.250000 Penalty: 4681.896484
	Iteration 41Q: 3 clusters Score -1590604 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -1590604.000000 Penalty: 4681.896484
	Iteration 42Q: 3 clusters Score -1590604 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -1590606.625000 Penalty: 4681.896484
	Iteration 43Q: 3 clusters Score -1590607 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -1590605.125000 Penalty: 4681.896484
	Iteration 44Q: 3 clusters Score -1590605 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -1590605.125000 Penalty: 4681.896484
	Iteration 45F: 3 clusters Score -1590605 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Entering Unmasked Estep 
Score: -94953.101562 Penalty: 1655.916748
	Iteration 0F: 2 clusters Score -94953.1 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 392 members 
Entering Unmasked Estep 
Score: -93388.335938 Penalty: 3311.833496
	Iteration 0F: 3 clusters Score -93388.34 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -94844.492188 Penalty: 3311.833496
	Iteration 1F: 3 clusters Score -94844.49 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -95624.773438 Penalty: 3311.833496
	Iteration 2F: 3 clusters Score -95624.77 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -95862.648438 Penalty: 3311.833496
	Iteration 3F: 3 clusters Score -95862.65 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -95981.414062 Penalty: 3311.833496
	Iteration 4Q: 3 clusters Score -95981.41 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -96027.578125 Penalty: 3311.833496
	Iteration 5Q: 3 clusters Score -96027.58 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -96061.343750 Penalty: 3311.833496
	Iteration 6Q: 3 clusters Score -96061.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -96123.382812 Penalty: 3311.833496
	Iteration 7Q: 3 clusters Score -96123.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -96170.359375 Penalty: 3311.833496
	Iteration 8Q: 3 clusters Score -96170.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -96172.750000 Penalty: 3311.833496
	Iteration 9Q: 3 clusters Score -96172.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -96173.257812 Penalty: 3311.833496
	Iteration 10Q: 3 clusters Score -96173.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -96173.257812 Penalty: 3311.833496
	Iteration 11F: 3 clusters Score -96173.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 15366 members 
Mstep: Class 3 contains 27175 members 
Mstep: Class 4 contains 35757 members 
Mstep: Class 5 contains 21515 members 
Mstep: Class 6 contains 1661 members 
Mstep: Class 7 contains 2495 members 
Mstep: Class 8 contains 48467 members 
Mstep: Class 9 contains 29987 members 
Mstep: Class 10 contains 12230 members 
Mstep: Class 11 contains 4383 members 
Mstep: Class 12 contains 225752 members 
Mstep: Class 13 contains 9463 members 
Mstep: Class 14 contains 5417 members 
Mstep: Class 15 contains 26761 members 
Mstep: Class 16 contains 9419 members 
Mstep: Class 17 contains 10232 members 
Mstep: Class 18 contains 7909 members 
Mstep: Class 19 contains 163541 members 
Mstep: Class 20 contains 41729 members 
Mstep: Class 21 contains 12996 members 
Mstep: Class 22 contains 160 members 
Mstep: Class 23 contains 10742 members 
Mstep: Class 24 contains 4149 members 
Mstep: Class 25 contains 6536 members 
Mstep: Class 26 contains 60595 members 
Mstep: Class 27 contains 9603 members 
Mstep: Class 28 contains 6818 members 
Mstep: Class 29 contains 5287 members 
Mstep: Class 30 contains 8673 members 
Mstep: Class 31 contains 299 members 
Mstep: Class 32 contains 1141 members 
Mstep: Class 33 contains 1801 members 
Mstep: Class 34 contains 8910 members 
Mstep: Class 35 contains 197591 members 
Mstep: Class 36 contains 2874 members 
Mstep: Class 37 contains 4600 members 
Mstep: Class 38 contains 3049 members 
Mstep: Class 39 contains 225 members 
Mstep: Class 40 contains 9866 members 
Mstep: Class 41 contains 27360 members 
Mstep: Class 42 contains 5047 members 
Mstep: Class 43 contains 12573 members 
Mstep: Class 44 contains 376 members 
Mstep: Class 45 contains 3752 members 
Mstep: Class 46 contains 2011 members 
Mstep: Class 47 contains 13737 members 
Mstep: Class 48 contains 421 members 
Mstep: Class 49 contains 4114 members 
Mstep: Class 50 contains 965 members 
Mstep: Class 51 contains 1903 members 
Mstep: Class 52 contains 37347 members 
Mstep: Class 53 contains 742 members 
Mstep: Class 54 contains 7069 members 
Mstep: Class 55 contains 849 members 
Mstep: Class 56 contains 6669 members 
Mstep: Class 57 contains 2489 members 
Mstep: Class 58 contains 102 members 
Mstep: Class 59 contains 401 members 
Mstep: Class 60 contains 1064 members 
Mstep: Class 61 contains 326 members 
Mstep: Class 62 contains 418 members 
Entering Unmasked Estep 
Score: -147517584.000000 Penalty: 215079.359375
Splitting cluster 44 changes total score from -147517424.000000 to -147517584.000000
So it's getting split into cluster 62.
Entering ConstructFrom: 
Trying to split cluster 45 (3752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Entering Unmasked Estep 
Score: -466433.406250 Penalty: 2041.051025
	Iteration 0F: 2 clusters Score -466433.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -462727.656250 Penalty: 4082.102051
	Iteration 0F: 3 clusters Score -462727.7 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -463542.750000 Penalty: 4082.102051
	Iteration 1F: 3 clusters Score -463542.8 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -463724.000000 Penalty: 4082.102051
	Iteration 2F: 3 clusters Score -463724 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -463851.656250 Penalty: 4082.102051
	Iteration 3Q: 3 clusters Score -463851.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -463950.156250 Penalty: 4082.102051
	Iteration 4Q: 3 clusters Score -463950.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -464023.562500 Penalty: 4082.102051
	Iteration 5Q: 3 clusters Score -464023.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -464082.562500 Penalty: 4082.102051
	Iteration 6Q: 3 clusters Score -464082.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -464132.312500 Penalty: 4082.102051
	Iteration 7Q: 3 clusters Score -464132.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -464181.750000 Penalty: 4082.102051
	Iteration 8Q: 3 clusters Score -464181.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -464220.156250 Penalty: 4082.102051
	Iteration 9Q: 3 clusters Score -464220.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -464251.937500 Penalty: 4082.102051
	Iteration 10Q: 3 clusters Score -464251.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -464284.656250 Penalty: 4082.102051
	Iteration 11Q: 3 clusters Score -464284.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -464316.343750 Penalty: 4082.102051
	Iteration 12Q: 3 clusters Score -464316.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -464354.937500 Penalty: 4082.102051
	Iteration 13Q: 3 clusters Score -464354.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -464380.875000 Penalty: 4082.102051
	Iteration 14Q: 3 clusters Score -464380.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -464400.968750 Penalty: 4082.102051
	Iteration 15Q: 3 clusters Score -464401 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -464418.656250 Penalty: 4082.102051
	Iteration 16Q: 3 clusters Score -464418.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -464435.875000 Penalty: 4082.102051
	Iteration 17Q: 3 clusters Score -464435.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -464453.031250 Penalty: 4082.102051
	Iteration 18Q: 3 clusters Score -464453 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -464467.906250 Penalty: 4082.102051
	Iteration 19Q: 3 clusters Score -464467.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -464483.281250 Penalty: 4082.102051
	Iteration 20F: 3 clusters Score -464483.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -464499.656250 Penalty: 4082.102051
	Iteration 21Q: 3 clusters Score -464499.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -464507.406250 Penalty: 4082.102051
	Iteration 22Q: 3 clusters Score -464507.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -464520.312500 Penalty: 4082.102051
	Iteration 23Q: 3 clusters Score -464520.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -464534.031250 Penalty: 4082.102051
	Iteration 24Q: 3 clusters Score -464534 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -464548.312500 Penalty: 4082.102051
	Iteration 25Q: 3 clusters Score -464548.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -464557.812500 Penalty: 4082.102051
	Iteration 26Q: 3 clusters Score -464557.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -464565.562500 Penalty: 4082.102051
	Iteration 27Q: 3 clusters Score -464565.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -464570.406250 Penalty: 4082.102051
	Iteration 28Q: 3 clusters Score -464570.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -464573.281250 Penalty: 4082.102051
	Iteration 29Q: 3 clusters Score -464573.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -464575.218750 Penalty: 4082.102051
	Iteration 30Q: 3 clusters Score -464575.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -464576.187500 Penalty: 4082.102051
	Iteration 31Q: 3 clusters Score -464576.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -464576.187500 Penalty: 4082.102051
	Iteration 32F: 3 clusters Score -464576.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (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: -276361.781250 Penalty: 1886.384155
	Iteration 0F: 2 clusters Score -276361.8 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 973 members 
Entering Unmasked Estep 
Score: -274096.875000 Penalty: 3772.768311
	Iteration 0F: 3 clusters Score -274096.9 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -277311.468750 Penalty: 3772.768311
	Iteration 1F: 3 clusters Score -277311.5 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -278681.968750 Penalty: 3772.768311
	Iteration 2F: 3 clusters Score -278682 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -279570.562500 Penalty: 3772.768311
	Iteration 3F: 3 clusters Score -279570.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -279831.937500 Penalty: 3772.768311
	Iteration 4Q: 3 clusters Score -279831.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -279903.875000 Penalty: 3772.768311
	Iteration 5Q: 3 clusters Score -279903.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -279967.062500 Penalty: 3772.768311
	Iteration 6Q: 3 clusters Score -279967.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -280201.625000 Penalty: 3772.768311
	Iteration 7Q: 3 clusters Score -280201.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -280344.562500 Penalty: 3772.768311
	Iteration 8Q: 3 clusters Score -280344.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -280382.375000 Penalty: 3772.768311
	Iteration 9Q: 3 clusters Score -280382.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -280462.375000 Penalty: 3772.768311
	Iteration 10Q: 3 clusters Score -280462.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -280713.687500 Penalty: 3772.768311
	Iteration 11Q: 3 clusters Score -280713.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -280925.218750 Penalty: 3772.768311
	Iteration 12Q: 3 clusters Score -280925.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -280976.312500 Penalty: 3772.768311
	Iteration 13Q: 3 clusters Score -280976.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -281009.656250 Penalty: 3772.768311
	Iteration 14Q: 3 clusters Score -281009.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -281029.218750 Penalty: 3772.768311
	Iteration 15Q: 3 clusters Score -281029.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -281037.718750 Penalty: 3772.768311
	Iteration 16Q: 3 clusters Score -281037.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -281036.250000 Penalty: 3772.768311
	Iteration 17Q: 3 clusters Score -281036.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -281049.906250 Penalty: 3772.768311
	Iteration 18Q: 3 clusters Score -281049.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -281071.156250 Penalty: 3772.768311
	Iteration 19Q: 3 clusters Score -281071.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -281152.281250 Penalty: 3772.768311
	Iteration 20F: 3 clusters Score -281152.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -281394.187500 Penalty: 3772.768311
	Iteration 21Q: 3 clusters Score -281394.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -281411.000000 Penalty: 3772.768311
	Iteration 22Q: 3 clusters Score -281411 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -281426.156250 Penalty: 3772.768311
	Iteration 23Q: 3 clusters Score -281426.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -281425.250000 Penalty: 3772.768311
	Iteration 24Q: 3 clusters Score -281425.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -281437.750000 Penalty: 3772.768311
	Iteration 25Q: 3 clusters Score -281437.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -281444.906250 Penalty: 3772.768311
	Iteration 26Q: 3 clusters Score -281444.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -281451.375000 Penalty: 3772.768311
	Iteration 27Q: 3 clusters Score -281451.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -281458.406250 Penalty: 3772.768311
	Iteration 28Q: 3 clusters Score -281458.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -281459.031250 Penalty: 3772.768311
	Iteration 29Q: 3 clusters Score -281459 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -281461.500000 Penalty: 3772.768311
	Iteration 30Q: 3 clusters Score -281461.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -281464.343750 Penalty: 3772.768311
	Iteration 31Q: 3 clusters Score -281464.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -281464.343750 Penalty: 3772.768311
	Iteration 32F: 3 clusters Score -281464.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 15366 members 
Mstep: Class 3 contains 27175 members 
Mstep: Class 4 contains 35757 members 
Mstep: Class 5 contains 21515 members 
Mstep: Class 6 contains 1661 members 
Mstep: Class 7 contains 2495 members 
Mstep: Class 8 contains 48467 members 
Mstep: Class 9 contains 29987 members 
Mstep: Class 10 contains 12230 members 
Mstep: Class 11 contains 4383 members 
Mstep: Class 12 contains 225752 members 
Mstep: Class 13 contains 9463 members 
Mstep: Class 14 contains 5417 members 
Mstep: Class 15 contains 26761 members 
Mstep: Class 16 contains 9419 members 
Mstep: Class 17 contains 10232 members 
Mstep: Class 18 contains 7909 members 
Mstep: Class 19 contains 163541 members 
Mstep: Class 20 contains 41729 members 
Mstep: Class 21 contains 12996 members 
Mstep: Class 22 contains 160 members 
Mstep: Class 23 contains 10742 members 
Mstep: Class 24 contains 4149 members 
Mstep: Class 25 contains 6536 members 
Mstep: Class 26 contains 60595 members 
Mstep: Class 27 contains 9603 members 
Mstep: Class 28 contains 6818 members 
Mstep: Class 29 contains 5287 members 
Mstep: Class 30 contains 8673 members 
Mstep: Class 31 contains 299 members 
Mstep: Class 32 contains 1141 members 
Mstep: Class 33 contains 1801 members 
Mstep: Class 34 contains 8910 members 
Mstep: Class 35 contains 197591 members 
Mstep: Class 36 contains 2874 members 
Mstep: Class 37 contains 4600 members 
Mstep: Class 38 contains 3049 members 
Mstep: Class 39 contains 225 members 
Mstep: Class 40 contains 9866 members 
Mstep: Class 41 contains 27360 members 
Mstep: Class 42 contains 5047 members 
Mstep: Class 43 contains 12573 members 
Mstep: Class 44 contains 376 members 
Mstep: Class 45 contains 3752 members 
Mstep: Class 46 contains 1339 members 
Mstep: Class 47 contains 13737 members 
Mstep: Class 48 contains 421 members 
Mstep: Class 49 contains 4114 members 
Mstep: Class 50 contains 965 members 
Mstep: Class 51 contains 1903 members 
Mstep: Class 52 contains 37347 members 
Mstep: Class 53 contains 742 members 
Mstep: Class 54 contains 7069 members 
Mstep: Class 55 contains 849 members 
Mstep: Class 56 contains 6669 members 
Mstep: Class 57 contains 2489 members 
Mstep: Class 58 contains 102 members 
Mstep: Class 59 contains 401 members 
Mstep: Class 60 contains 1064 members 
Mstep: Class 61 contains 326 members 
Mstep: Class 62 contains 418 members 
Mstep: Class 63 contains 672 members 
Entering Unmasked Estep 
Score: -147521040.000000 Penalty: 218548.375000
Splitting cluster 46 changes total score from -147517424.000000 to -147521040.000000
So it's getting split into cluster 63.
Entering ConstructFrom: 
Trying to split cluster 47 (13737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13737 members 
Entering Unmasked Estep 
Score: -1769567.750000 Penalty: 2362.906250
	Iteration 0F: 2 clusters Score -1769568 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -1759527.625000 Penalty: 4725.812500
	Iteration 0F: 3 clusters Score -1759528 nChanged 5856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -1762654.000000 Penalty: 4725.812500
	Iteration 1F: 3 clusters Score -1762654 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -1762967.750000 Penalty: 4725.812500
	Iteration 2F: 3 clusters Score -1762968 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -1763181.250000 Penalty: 4725.812500
	Iteration 3Q: 3 clusters Score -1763181 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -1763321.875000 Penalty: 4725.812500
	Iteration 4Q: 3 clusters Score -1763322 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -1763449.125000 Penalty: 4725.812500
	Iteration 5Q: 3 clusters Score -1763449 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -1763558.000000 Penalty: 4725.812500
	Iteration 6Q: 3 clusters Score -1763558 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -1763664.375000 Penalty: 4725.812500
	Iteration 7Q: 3 clusters Score -1763664 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -1763757.750000 Penalty: 4725.812500
	Iteration 8Q: 3 clusters Score -1763758 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -1763838.375000 Penalty: 4725.812500
	Iteration 9Q: 3 clusters Score -1763838 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -1763921.500000 Penalty: 4725.812500
	Iteration 10Q: 3 clusters Score -1763922 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -1764015.500000 Penalty: 4725.812500
	Iteration 11Q: 3 clusters Score -1764016 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -1764111.250000 Penalty: 4725.812500
	Iteration 12Q: 3 clusters Score -1764111 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -1764219.625000 Penalty: 4725.812500
	Iteration 13Q: 3 clusters Score -1764220 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -1764355.000000 Penalty: 4725.812500
	Iteration 14Q: 3 clusters Score -1764355 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -1764506.500000 Penalty: 4725.812500
	Iteration 15Q: 3 clusters Score -1764506 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -1764696.125000 Penalty: 4725.812500
	Iteration 16Q: 3 clusters Score -1764696 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -1764877.500000 Penalty: 4725.812500
	Iteration 17Q: 3 clusters Score -1764878 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
Score: -1765067.875000 Penalty: 4725.812500
	Iteration 18Q: 3 clusters Score -1765068 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
Score: -1765301.125000 Penalty: 4725.812500
	Iteration 19Q: 3 clusters Score -1765301 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 10038 members 
Entering Unmasked Estep 
Score: -1765525.125000 Penalty: 4725.812500
	Iteration 20F: 3 clusters Score -1765525 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 10370 members 
Entering Unmasked Estep 
Score: -1765741.500000 Penalty: 4725.812500
	Iteration 21Q: 3 clusters Score -1765742 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 10700 members 
Entering Unmasked Estep 
Score: -1765940.750000 Penalty: 4725.812500
	Iteration 22Q: 3 clusters Score -1765941 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 11031 members 
Entering Unmasked Estep 
Score: -1766144.125000 Penalty: 4725.812500
	Iteration 23Q: 3 clusters Score -1766144 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 11321 members 
Entering Unmasked Estep 
Score: -1766324.750000 Penalty: 4725.812500
	Iteration 24Q: 3 clusters Score -1766325 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 11597 members 
Entering Unmasked Estep 
Score: -1766509.000000 Penalty: 4725.812500
	Iteration 25Q: 3 clusters Score -1766509 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 11821 members 
Entering Unmasked Estep 
Score: -1766648.375000 Penalty: 4725.812500
	Iteration 26Q: 3 clusters Score -1766648 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 12024 members 
Entering Unmasked Estep 
Score: -1766756.750000 Penalty: 4725.812500
	Iteration 27Q: 3 clusters Score -1766757 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 12200 members 
Entering Unmasked Estep 
Score: -1766865.125000 Penalty: 4725.812500
	Iteration 28Q: 3 clusters Score -1766865 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 12355 members 
Entering Unmasked Estep 
Score: -1766964.250000 Penalty: 4725.812500
	Iteration 29Q: 3 clusters Score -1766964 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 12477 members 
Entering Unmasked Estep 
Score: -1767046.000000 Penalty: 4725.812500
	Iteration 30Q: 3 clusters Score -1767046 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 12601 members 
Entering Unmasked Estep 
Score: -1767133.375000 Penalty: 4725.812500
	Iteration 31Q: 3 clusters Score -1767133 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 12702 members 
Entering Unmasked Estep 
Score: -1767205.875000 Penalty: 4725.812500
	Iteration 32Q: 3 clusters Score -1767206 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 12786 members 
Entering Unmasked Estep 
Score: -1767267.000000 Penalty: 4725.812500
	Iteration 33Q: 3 clusters Score -1767267 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 12855 members 
Entering Unmasked Estep 
Score: -1767314.875000 Penalty: 4725.812500
	Iteration 34Q: 3 clusters Score -1767315 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 12911 members 
Entering Unmasked Estep 
Score: -1767352.375000 Penalty: 4725.812500
	Iteration 35Q: 3 clusters Score -1767352 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 12956 members 
Entering Unmasked Estep 
Score: -1767389.250000 Penalty: 4725.812500
	Iteration 36Q: 3 clusters Score -1767389 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 12991 members 
Entering Unmasked Estep 
Score: -1767414.625000 Penalty: 4725.812500
	Iteration 37Q: 3 clusters Score -1767415 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 13016 members 
Entering Unmasked Estep 
Score: -1767429.750000 Penalty: 4725.812500
	Iteration 38Q: 3 clusters Score -1767430 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 13033 members 
Entering Unmasked Estep 
Score: -1767445.250000 Penalty: 4725.812500
	Iteration 39Q: 3 clusters Score -1767445 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 13054 members 
Entering Unmasked Estep 
Score: -1767458.125000 Penalty: 4725.812500
	Iteration 40F: 3 clusters Score -1767458 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 13067 members 
Entering Unmasked Estep 
Score: -1767470.250000 Penalty: 4725.812500
	Iteration 41Q: 3 clusters Score -1767470 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 13088 members 
Entering Unmasked Estep 
Score: -1767486.750000 Penalty: 4725.812500
	Iteration 42Q: 3 clusters Score -1767487 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 13100 members 
Entering Unmasked Estep 
Score: -1767499.750000 Penalty: 4725.812500
	Iteration 43Q: 3 clusters Score -1767500 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 13112 members 
Entering Unmasked Estep 
Score: -1767508.750000 Penalty: 4725.812500
	Iteration 44Q: 3 clusters Score -1767509 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 13129 members 
Entering Unmasked Estep 
Score: -1767519.625000 Penalty: 4725.812500
	Iteration 45Q: 3 clusters Score -1767520 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 13142 members 
Entering Unmasked Estep 
Score: -1767527.750000 Penalty: 4725.812500
	Iteration 46Q: 3 clusters Score -1767528 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 13147 members 
Entering Unmasked Estep 
Score: -1767529.625000 Penalty: 4725.812500
	Iteration 47Q: 3 clusters Score -1767530 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 13153 members 
Entering Unmasked Estep 
Score: -1767539.000000 Penalty: 4725.812500
	Iteration 48Q: 3 clusters Score -1767539 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 13155 members 
Entering Unmasked Estep 
Score: -1767540.500000 Penalty: 4725.812500
	Iteration 49Q: 3 clusters Score -1767540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 13157 members 
Entering Unmasked Estep 
Score: -1767539.500000 Penalty: 4725.812500
	Iteration 50Q: 3 clusters Score -1767540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 13158 members 
Entering Unmasked Estep 
Score: -1767541.875000 Penalty: 4725.812500
	Iteration 51Q: 3 clusters Score -1767542 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 13160 members 
Entering Unmasked Estep 
Score: -1767542.500000 Penalty: 4725.812500
	Iteration 52Q: 3 clusters Score -1767542 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 13164 members 
Entering Unmasked Estep 
Score: -1767544.500000 Penalty: 4725.812500
	Iteration 53Q: 3 clusters Score -1767544 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 13170 members 
Entering Unmasked Estep 
Score: -1767550.250000 Penalty: 4725.812500
	Iteration 54Q: 3 clusters Score -1767550 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 13174 members 
Entering Unmasked Estep 
Score: -1767551.875000 Penalty: 4725.812500
	Iteration 55Q: 3 clusters Score -1767552 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 13180 members 
Entering Unmasked Estep 
Score: -1767557.625000 Penalty: 4725.812500
	Iteration 56Q: 3 clusters Score -1767558 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 13186 members 
Entering Unmasked Estep 
Score: -1767561.875000 Penalty: 4725.812500
	Iteration 57Q: 3 clusters Score -1767562 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 13187 members 
Entering Unmasked Estep 
Score: -1767565.250000 Penalty: 4725.812500
	Iteration 58Q: 3 clusters Score -1767565 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 13191 members 
Entering Unmasked Estep 
Score: -1767572.000000 Penalty: 4725.812500
	Iteration 59Q: 3 clusters Score -1767572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 13193 members 
Entering Unmasked Estep 
Score: -1767573.000000 Penalty: 4725.812500
	Iteration 60F: 3 clusters Score -1767573 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 13196 members 
Entering Unmasked Estep 
Score: -1767571.375000 Penalty: 4725.812500
	Iteration 61Q: 3 clusters Score -1767571 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 13198 members 
Entering Unmasked Estep 
Score: -1767573.875000 Penalty: 4725.812500
	Iteration 62Q: 3 clusters Score -1767574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 13201 members 
Entering Unmasked Estep 
Score: -1767577.125000 Penalty: 4725.812500
	Iteration 63Q: 3 clusters Score -1767577 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 13204 members 
Entering Unmasked Estep 
Score: -1767580.500000 Penalty: 4725.812500
	Iteration 64Q: 3 clusters Score -1767580 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 13205 members 
Entering Unmasked Estep 
Score: -1767581.125000 Penalty: 4725.812500
	Iteration 65Q: 3 clusters Score -1767581 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 13205 members 
Entering Unmasked Estep 
Score: -1767581.125000 Penalty: 4725.812500
	Iteration 66F: 3 clusters Score -1767581 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Entering Unmasked Estep 
Score: -36852.714844 Penalty: 1498.572998
	Iteration 0F: 2 clusters Score -36852.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -35596.464844 Penalty: 2997.145996
	Iteration 0F: 3 clusters Score -35596.46 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -35878.042969 Penalty: 2997.145996
	Iteration 1F: 3 clusters Score -35878.04 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -36002.285156 Penalty: 2997.145996
	Iteration 2F: 3 clusters Score -36002.29 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -36106.605469 Penalty: 2997.145996
	Iteration 3F: 3 clusters Score -36106.61 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -36139.554688 Penalty: 2997.145996
	Iteration 4Q: 3 clusters Score -36139.55 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -36169.500000 Penalty: 2997.145996
	Iteration 5Q: 3 clusters Score -36169.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -36206.921875 Penalty: 2997.145996
	Iteration 6Q: 3 clusters Score -36206.92 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -36294.292969 Penalty: 2997.145996
	Iteration 7Q: 3 clusters Score -36294.29 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -36335.648438 Penalty: 2997.145996
	Iteration 8Q: 3 clusters Score -36335.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -36355.746094 Penalty: 2997.145996
	Iteration 9Q: 3 clusters Score -36355.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -36359.660156 Penalty: 2997.145996
	Iteration 10Q: 3 clusters Score -36359.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -36361.785156 Penalty: 2997.145996
	Iteration 11Q: 3 clusters Score -36361.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -36366.007812 Penalty: 2997.145996
	Iteration 12Q: 3 clusters Score -36366.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -36398.718750 Penalty: 2997.145996
	Iteration 13Q: 3 clusters Score -36398.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -36486.007812 Penalty: 2997.145996
	Iteration 14Q: 3 clusters Score -36486.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -36545.976562 Penalty: 2997.145996
	Iteration 15Q: 3 clusters Score -36545.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -36561.566406 Penalty: 2997.145996
	Iteration 16Q: 3 clusters Score -36561.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -36595.769531 Penalty: 2997.145996
	Iteration 17Q: 3 clusters Score -36595.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -36612.042969 Penalty: 2997.145996
	Iteration 18Q: 3 clusters Score -36612.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -36638.730469 Penalty: 2997.145996
	Iteration 19Q: 3 clusters Score -36638.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -36651.339844 Penalty: 2997.145996
	Iteration 20F: 3 clusters Score -36651.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -36652.699219 Penalty: 2997.145996
	Iteration 21Q: 3 clusters Score -36652.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -36652.699219 Penalty: 2997.145996
	Iteration 22F: 3 clusters Score -36652.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (4114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Entering Unmasked Estep 
Score: -503537.937500 Penalty: 2063.893555
	Iteration 0F: 2 clusters Score -503537.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -499621.031250 Penalty: 4127.787109
	Iteration 0F: 3 clusters Score -499621 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -500558.093750 Penalty: 4127.787109
	Iteration 1F: 3 clusters Score -500558.1 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -500773.406250 Penalty: 4127.787109
	Iteration 2F: 3 clusters Score -500773.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -500894.125000 Penalty: 4127.787109
	Iteration 3Q: 3 clusters Score -500894.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -500970.312500 Penalty: 4127.787109
	Iteration 4Q: 3 clusters Score -500970.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -501027.312500 Penalty: 4127.787109
	Iteration 5Q: 3 clusters Score -501027.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -501083.000000 Penalty: 4127.787109
	Iteration 6Q: 3 clusters Score -501083 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -501141.812500 Penalty: 4127.787109
	Iteration 7Q: 3 clusters Score -501141.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -501192.781250 Penalty: 4127.787109
	Iteration 8Q: 3 clusters Score -501192.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -501250.812500 Penalty: 4127.787109
	Iteration 9Q: 3 clusters Score -501250.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -501304.250000 Penalty: 4127.787109
	Iteration 10Q: 3 clusters Score -501304.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -501355.875000 Penalty: 4127.787109
	Iteration 11Q: 3 clusters Score -501355.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -501422.062500 Penalty: 4127.787109
	Iteration 12Q: 3 clusters Score -501422.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -501523.437500 Penalty: 4127.787109
	Iteration 13Q: 3 clusters Score -501523.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -501654.125000 Penalty: 4127.787109
	Iteration 14Q: 3 clusters Score -501654.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -501787.468750 Penalty: 4127.787109
	Iteration 15Q: 3 clusters Score -501787.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -501961.031250 Penalty: 4127.787109
	Iteration 16Q: 3 clusters Score -501961 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -502192.250000 Penalty: 4127.787109
	Iteration 17Q: 3 clusters Score -502192.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -502459.312500 Penalty: 4127.787109
	Iteration 18Q: 3 clusters Score -502459.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -502676.218750 Penalty: 4127.787109
	Iteration 19Q: 3 clusters Score -502676.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -502770.937500 Penalty: 4127.787109
	Iteration 20F: 3 clusters Score -502770.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -502828.218750 Penalty: 4127.787109
	Iteration 21Q: 3 clusters Score -502828.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -502856.281250 Penalty: 4127.787109
	Iteration 22Q: 3 clusters Score -502856.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -502867.843750 Penalty: 4127.787109
	Iteration 23Q: 3 clusters Score -502867.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -502874.875000 Penalty: 4127.787109
	Iteration 24Q: 3 clusters Score -502874.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -502881.875000 Penalty: 4127.787109
	Iteration 25Q: 3 clusters Score -502881.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -502884.468750 Penalty: 4127.787109
	Iteration 26Q: 3 clusters Score -502884.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -502887.281250 Penalty: 4127.787109
	Iteration 27Q: 3 clusters Score -502887.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -502889.750000 Penalty: 4127.787109
	Iteration 28Q: 3 clusters Score -502889.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -502891.218750 Penalty: 4127.787109
	Iteration 29Q: 3 clusters Score -502891.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -502891.000000 Penalty: 4127.787109
	Iteration 30Q: 3 clusters Score -502891 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -502891.343750 Penalty: 4127.787109
	Iteration 31Q: 3 clusters Score -502891.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -502891.343750 Penalty: 4127.787109
	Iteration 32F: 3 clusters Score -502891.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Entering Unmasked Estep 
Score: -127746.531250 Penalty: 1704.287720
	Iteration 0F: 2 clusters Score -127746.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -126106.851562 Penalty: 3408.575439
	Iteration 0F: 3 clusters Score -126106.9 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -127819.406250 Penalty: 3408.575439
	Iteration 1F: 3 clusters Score -127819.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -129310.570312 Penalty: 3408.575439
	Iteration 2F: 3 clusters Score -129310.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -129993.609375 Penalty: 3408.575439
	Iteration 3F: 3 clusters Score -129993.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -130447.125000 Penalty: 3408.575439
	Iteration 4Q: 3 clusters Score -130447.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -130847.726562 Penalty: 3408.575439
	Iteration 5Q: 3 clusters Score -130847.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -131019.062500 Penalty: 3408.575439
	Iteration 6Q: 3 clusters Score -131019.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -131277.546875 Penalty: 3408.575439
	Iteration 7Q: 3 clusters Score -131277.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -131518.140625 Penalty: 3408.575439
	Iteration 8Q: 3 clusters Score -131518.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -131587.312500 Penalty: 3408.575439
	Iteration 9Q: 3 clusters Score -131587.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -131596.609375 Penalty: 3408.575439
	Iteration 10Q: 3 clusters Score -131596.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -131607.500000 Penalty: 3408.575439
	Iteration 11Q: 3 clusters Score -131607.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -131614.843750 Penalty: 3408.575439
	Iteration 12Q: 3 clusters Score -131614.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -131616.187500 Penalty: 3408.575439
	Iteration 13F: 3 clusters Score -131616.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -131618.531250 Penalty: 3408.575439
	Iteration 14Q: 3 clusters Score -131618.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -131621.312500 Penalty: 3408.575439
	Iteration 15Q: 3 clusters Score -131621.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -131621.312500 Penalty: 3408.575439
	Iteration 16F: 3 clusters Score -131621.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 15366 members 
Mstep: Class 3 contains 27175 members 
Mstep: Class 4 contains 35757 members 
Mstep: Class 5 contains 21515 members 
Mstep: Class 6 contains 1661 members 
Mstep: Class 7 contains 2495 members 
Mstep: Class 8 contains 48467 members 
Mstep: Class 9 contains 29987 members 
Mstep: Class 10 contains 12230 members 
Mstep: Class 11 contains 4383 members 
Mstep: Class 12 contains 225752 members 
Mstep: Class 13 contains 9463 members 
Mstep: Class 14 contains 5417 members 
Mstep: Class 15 contains 26761 members 
Mstep: Class 16 contains 9419 members 
Mstep: Class 17 contains 10232 members 
Mstep: Class 18 contains 7909 members 
Mstep: Class 19 contains 163541 members 
Mstep: Class 20 contains 41729 members 
Mstep: Class 21 contains 12996 members 
Mstep: Class 22 contains 160 members 
Mstep: Class 23 contains 10742 members 
Mstep: Class 24 contains 4149 members 
Mstep: Class 25 contains 6536 members 
Mstep: Class 26 contains 60595 members 
Mstep: Class 27 contains 9603 members 
Mstep: Class 28 contains 6818 members 
Mstep: Class 29 contains 5287 members 
Mstep: Class 30 contains 8673 members 
Mstep: Class 31 contains 299 members 
Mstep: Class 32 contains 1141 members 
Mstep: Class 33 contains 1801 members 
Mstep: Class 34 contains 8910 members 
Mstep: Class 35 contains 197591 members 
Mstep: Class 36 contains 2874 members 
Mstep: Class 37 contains 4600 members 
Mstep: Class 38 contains 3049 members 
Mstep: Class 39 contains 225 members 
Mstep: Class 40 contains 9866 members 
Mstep: Class 41 contains 27360 members 
Mstep: Class 42 contains 5047 members 
Mstep: Class 43 contains 12573 members 
Mstep: Class 44 contains 376 members 
Mstep: Class 45 contains 3752 members 
Mstep: Class 46 contains 1339 members 
Mstep: Class 47 contains 13737 members 
Mstep: Class 48 contains 421 members 
Mstep: Class 49 contains 4114 members 
Mstep: Class 50 contains 361 members 
Mstep: Class 51 contains 1903 members 
Mstep: Class 52 contains 37347 members 
Mstep: Class 53 contains 742 members 
Mstep: Class 54 contains 7069 members 
Mstep: Class 55 contains 849 members 
Mstep: Class 56 contains 6669 members 
Mstep: Class 57 contains 2489 members 
Mstep: Class 58 contains 102 members 
Mstep: Class 59 contains 401 members 
Mstep: Class 60 contains 1064 members 
Mstep: Class 61 contains 326 members 
Mstep: Class 62 contains 418 members 
Mstep: Class 63 contains 672 members 
Mstep: Class 64 contains 604 members 
Entering Unmasked Estep 
Score: -147523152.000000 Penalty: 222017.406250
Splitting cluster 50 changes total score from -147517424.000000 to -147523152.000000
So it's getting split into cluster 64.
Entering ConstructFrom: 
Trying to split cluster 51 (1903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Entering Unmasked Estep 
Score: -268400.593750 Penalty: 1872.694336
	Iteration 0F: 2 clusters Score -268400.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -266176.781250 Penalty: 3745.388672
	Iteration 0F: 3 clusters Score -266176.8 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -268781.375000 Penalty: 3745.388672
	Iteration 1F: 3 clusters Score -268781.4 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -270333.031250 Penalty: 3745.388672
	Iteration 2F: 3 clusters Score -270333 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -271198.562500 Penalty: 3745.388672
	Iteration 3F: 3 clusters Score -271198.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -271337.437500 Penalty: 3745.388672
	Iteration 4Q: 3 clusters Score -271337.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -271500.062500 Penalty: 3745.388672
	Iteration 5Q: 3 clusters Score -271500.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -271525.812500 Penalty: 3745.388672
	Iteration 6Q: 3 clusters Score -271525.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -271531.531250 Penalty: 3745.388672
	Iteration 7Q: 3 clusters Score -271531.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -271535.937500 Penalty: 3745.388672
	Iteration 8Q: 3 clusters Score -271535.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -271536.468750 Penalty: 3745.388672
	Iteration 9Q: 3 clusters Score -271536.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -271536.468750 Penalty: 3745.388672
	Iteration 10F: 3 clusters Score -271536.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 15366 members 
Mstep: Class 3 contains 27175 members 
Mstep: Class 4 contains 35757 members 
Mstep: Class 5 contains 21515 members 
Mstep: Class 6 contains 1661 members 
Mstep: Class 7 contains 2495 members 
Mstep: Class 8 contains 48467 members 
Mstep: Class 9 contains 29987 members 
Mstep: Class 10 contains 12230 members 
Mstep: Class 11 contains 4383 members 
Mstep: Class 12 contains 225752 members 
Mstep: Class 13 contains 9463 members 
Mstep: Class 14 contains 5417 members 
Mstep: Class 15 contains 26761 members 
Mstep: Class 16 contains 9419 members 
Mstep: Class 17 contains 10232 members 
Mstep: Class 18 contains 7909 members 
Mstep: Class 19 contains 163541 members 
Mstep: Class 20 contains 41729 members 
Mstep: Class 21 contains 12996 members 
Mstep: Class 22 contains 160 members 
Mstep: Class 23 contains 10742 members 
Mstep: Class 24 contains 4149 members 
Mstep: Class 25 contains 6536 members 
Mstep: Class 26 contains 60595 members 
Mstep: Class 27 contains 9603 members 
Mstep: Class 28 contains 6818 members 
Mstep: Class 29 contains 5287 members 
Mstep: Class 30 contains 8673 members 
Mstep: Class 31 contains 299 members 
Mstep: Class 32 contains 1141 members 
Mstep: Class 33 contains 1801 members 
Mstep: Class 34 contains 8910 members 
Mstep: Class 35 contains 197591 members 
Mstep: Class 36 contains 2874 members 
Mstep: Class 37 contains 4600 members 
Mstep: Class 38 contains 3049 members 
Mstep: Class 39 contains 225 members 
Mstep: Class 40 contains 9866 members 
Mstep: Class 41 contains 27360 members 
Mstep: Class 42 contains 5047 members 
Mstep: Class 43 contains 12573 members 
Mstep: Class 44 contains 376 members 
Mstep: Class 45 contains 3752 members 
Mstep: Class 46 contains 1339 members 
Mstep: Class 47 contains 13737 members 
Mstep: Class 48 contains 421 members 
Mstep: Class 49 contains 4114 members 
Mstep: Class 50 contains 361 members 
Mstep: Class 51 contains 742 members 
Mstep: Class 52 contains 37347 members 
Mstep: Class 53 contains 742 members 
Mstep: Class 54 contains 7069 members 
Mstep: Class 55 contains 849 members 
Mstep: Class 56 contains 6669 members 
Mstep: Class 57 contains 2489 members 
Mstep: Class 58 contains 102 members 
Mstep: Class 59 contains 401 members 
Mstep: Class 60 contains 1064 members 
Mstep: Class 61 contains 326 members 
Mstep: Class 62 contains 418 members 
Mstep: Class 63 contains 672 members 
Mstep: Class 64 contains 604 members 
Mstep: Class 65 contains 1161 members 
Entering Unmasked Estep 
Score: -147524928.000000 Penalty: 225486.421875
Splitting cluster 51 changes total score from -147517424.000000 to -147524928.000000
So it's getting split into cluster 65.
Entering ConstructFrom: 
Trying to split cluster 52 (37347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37347 members 
Entering Unmasked Estep 
Score: -4742901.000000 Penalty: 2610.945801
	Iteration 0F: 2 clusters Score -4742901 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18613 members 
Mstep: Class 2 contains 18734 members 
Entering Unmasked Estep 
Score: -4717397.000000 Penalty: 5221.891602
	Iteration 0F: 3 clusters Score -4717397 nChanged 17101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18248 members 
Mstep: Class 2 contains 19099 members 
Entering Unmasked Estep 
Score: -4727063.500000 Penalty: 5221.891602
	Iteration 1F: 3 clusters Score -4727064 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18128 members 
Mstep: Class 2 contains 19219 members 
Entering Unmasked Estep 
Score: -4727828.000000 Penalty: 5221.891602
	Iteration 2Q: 3 clusters Score -4727828 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18045 members 
Mstep: Class 2 contains 19302 members 
Entering Unmasked Estep 
Score: -4728577.500000 Penalty: 5221.891602
	Iteration 3Q: 3 clusters Score -4728578 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18051 members 
Mstep: Class 2 contains 19296 members 
Entering Unmasked Estep 
Score: -4729231.000000 Penalty: 5221.891602
	Iteration 4Q: 3 clusters Score -4729231 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18169 members 
Mstep: Class 2 contains 19178 members 
Entering Unmasked Estep 
Score: -4729794.000000 Penalty: 5221.891602
	Iteration 5Q: 3 clusters Score -4729794 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18423 members 
Mstep: Class 2 contains 18924 members 
Entering Unmasked Estep 
Score: -4730362.000000 Penalty: 5221.891602
	Iteration 6Q: 3 clusters Score -4730362 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18854 members 
Mstep: Class 2 contains 18493 members 
Entering Unmasked Estep 
Score: -4730891.000000 Penalty: 5221.891602
	Iteration 7Q: 3 clusters Score -4730891 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19444 members 
Mstep: Class 2 contains 17903 members 
Entering Unmasked Estep 
Score: -4731462.500000 Penalty: 5221.891602
	Iteration 8Q: 3 clusters Score -4731462 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20215 members 
Mstep: Class 2 contains 17132 members 
Entering Unmasked Estep 
Score: -4732091.000000 Penalty: 5221.891602
	Iteration 9Q: 3 clusters Score -4732091 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21120 members 
Mstep: Class 2 contains 16227 members 
Entering Unmasked Estep 
Score: -4732768.500000 Penalty: 5221.891602
	Iteration 10Q: 3 clusters Score -4732768 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22165 members 
Mstep: Class 2 contains 15182 members 
Entering Unmasked Estep 
Score: -4733469.000000 Penalty: 5221.891602
	Iteration 11Q: 3 clusters Score -4733469 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23329 members 
Mstep: Class 2 contains 14018 members 
Entering Unmasked Estep 
Score: -4734216.500000 Penalty: 5221.891602
	Iteration 12Q: 3 clusters Score -4734216 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24568 members 
Mstep: Class 2 contains 12779 members 
Entering Unmasked Estep 
Score: -4735041.000000 Penalty: 5221.891602
	Iteration 13Q: 3 clusters Score -4735041 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25928 members 
Mstep: Class 2 contains 11419 members 
Entering Unmasked Estep 
Score: -4735923.000000 Penalty: 5221.891602
	Iteration 14Q: 3 clusters Score -4735923 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27247 members 
Mstep: Class 2 contains 10100 members 
Entering Unmasked Estep 
Score: -4736764.000000 Penalty: 5221.891602
	Iteration 15Q: 3 clusters Score -4736764 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28535 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -4737694.500000 Penalty: 5221.891602
	Iteration 16Q: 3 clusters Score -4737694 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29705 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -4738571.000000 Penalty: 5221.891602
	Iteration 17Q: 3 clusters Score -4738571 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30759 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -4739396.500000 Penalty: 5221.891602
	Iteration 18Q: 3 clusters Score -4739396 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31610 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -4740056.000000 Penalty: 5221.891602
	Iteration 19Q: 3 clusters Score -4740056 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32314 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -4740550.000000 Penalty: 5221.891602
	Iteration 20F: 3 clusters Score -4740550 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32845 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -4740842.000000 Penalty: 5221.891602
	Iteration 21Q: 3 clusters Score -4740842 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33282 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -4741073.500000 Penalty: 5221.891602
	Iteration 22Q: 3 clusters Score -4741074 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33645 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -4741288.000000 Penalty: 5221.891602
	Iteration 23Q: 3 clusters Score -4741288 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33946 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -4741471.500000 Penalty: 5221.891602
	Iteration 24Q: 3 clusters Score -4741472 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34209 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -4741647.000000 Penalty: 5221.891602
	Iteration 25Q: 3 clusters Score -4741647 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34443 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -4741792.000000 Penalty: 5221.891602
	Iteration 26Q: 3 clusters Score -4741792 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34665 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -4741994.500000 Penalty: 5221.891602
	Iteration 27Q: 3 clusters Score -4741994 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34834 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -4742113.500000 Penalty: 5221.891602
	Iteration 28Q: 3 clusters Score -4742114 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34985 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -4742246.000000 Penalty: 5221.891602
	Iteration 29Q: 3 clusters Score -4742246 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35097 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -4742325.000000 Penalty: 5221.891602
	Iteration 30Q: 3 clusters Score -4742325 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35198 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -4742415.000000 Penalty: 5221.891602
	Iteration 31Q: 3 clusters Score -4742415 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35285 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -4742484.500000 Penalty: 5221.891602
	Iteration 32Q: 3 clusters Score -4742484 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35349 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -4742518.500000 Penalty: 5221.891602
	Iteration 33Q: 3 clusters Score -4742518 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35409 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -4742566.500000 Penalty: 5221.891602
	Iteration 34Q: 3 clusters Score -4742566 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35449 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -4742580.500000 Penalty: 5221.891602
	Iteration 35Q: 3 clusters Score -4742580 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35470 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -4742591.000000 Penalty: 5221.891602
	Iteration 36Q: 3 clusters Score -4742591 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35481 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -4742586.000000 Penalty: 5221.891602
	Iteration 37Q: 3 clusters Score -4742586 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35487 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -4742587.000000 Penalty: 5221.891602
	Iteration 38Q: 3 clusters Score -4742587 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35493 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -4742584.500000 Penalty: 5221.891602
	Iteration 39Q: 3 clusters Score -4742584 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35497 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -4742586.500000 Penalty: 5221.891602
	Iteration 40F: 3 clusters Score -4742586 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35500 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -4742584.000000 Penalty: 5221.891602
	Iteration 41Q: 3 clusters Score -4742584 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35502 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -4742584.000000 Penalty: 5221.891602
	Iteration 42Q: 3 clusters Score -4742584 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35504 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -4742585.500000 Penalty: 5221.891602
	Iteration 43Q: 3 clusters Score -4742586 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35504 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -4742585.500000 Penalty: 5221.891602
	Iteration 44F: 3 clusters Score -4742586 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Entering Unmasked Estep 
Score: -66188.273438 Penalty: 1639.118652
	Iteration 0F: 2 clusters Score -66188.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -64674.574219 Penalty: 3278.237305
	Iteration 0F: 3 clusters Score -64674.57 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -65614.460938 Penalty: 3278.237305
	Iteration 1F: 3 clusters Score -65614.46 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -66330.281250 Penalty: 3278.237305
	Iteration 2F: 3 clusters Score -66330.28 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -67113.750000 Penalty: 3278.237305
	Iteration 3F: 3 clusters Score -67113.75 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -67521.937500 Penalty: 3278.237305
	Iteration 4F: 3 clusters Score -67521.94 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -67776.773438 Penalty: 3278.237305
	Iteration 5Q: 3 clusters Score -67776.77 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -67936.812500 Penalty: 3278.237305
	Iteration 6Q: 3 clusters Score -67936.81 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -67999.289062 Penalty: 3278.237305
	Iteration 7Q: 3 clusters Score -67999.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -68028.937500 Penalty: 3278.237305
	Iteration 8Q: 3 clusters Score -68028.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -68068.289062 Penalty: 3278.237305
	Iteration 9Q: 3 clusters Score -68068.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -68089.218750 Penalty: 3278.237305
	Iteration 10Q: 3 clusters Score -68089.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -68100.359375 Penalty: 3278.237305
	Iteration 11Q: 3 clusters Score -68100.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -68102.179688 Penalty: 3278.237305
	Iteration 12F: 3 clusters Score -68102.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -68142.921875 Penalty: 3278.237305
	Iteration 13Q: 3 clusters Score -68142.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -68166.625000 Penalty: 3278.237305
	Iteration 14Q: 3 clusters Score -68166.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -68166.625000 Penalty: 3278.237305
	Iteration 15F: 3 clusters Score -68166.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 15366 members 
Mstep: Class 3 contains 27175 members 
Mstep: Class 4 contains 35757 members 
Mstep: Class 5 contains 21515 members 
Mstep: Class 6 contains 1661 members 
Mstep: Class 7 contains 2495 members 
Mstep: Class 8 contains 48467 members 
Mstep: Class 9 contains 29987 members 
Mstep: Class 10 contains 12230 members 
Mstep: Class 11 contains 4383 members 
Mstep: Class 12 contains 225752 members 
Mstep: Class 13 contains 9463 members 
Mstep: Class 14 contains 5417 members 
Mstep: Class 15 contains 26761 members 
Mstep: Class 16 contains 9419 members 
Mstep: Class 17 contains 10232 members 
Mstep: Class 18 contains 7909 members 
Mstep: Class 19 contains 163541 members 
Mstep: Class 20 contains 41729 members 
Mstep: Class 21 contains 12996 members 
Mstep: Class 22 contains 160 members 
Mstep: Class 23 contains 10742 members 
Mstep: Class 24 contains 4149 members 
Mstep: Class 25 contains 6536 members 
Mstep: Class 26 contains 60595 members 
Mstep: Class 27 contains 9603 members 
Mstep: Class 28 contains 6818 members 
Mstep: Class 29 contains 5287 members 
Mstep: Class 30 contains 8673 members 
Mstep: Class 31 contains 299 members 
Mstep: Class 32 contains 1141 members 
Mstep: Class 33 contains 1801 members 
Mstep: Class 34 contains 8910 members 
Mstep: Class 35 contains 197591 members 
Mstep: Class 36 contains 2874 members 
Mstep: Class 37 contains 4600 members 
Mstep: Class 38 contains 3049 members 
Mstep: Class 39 contains 225 members 
Mstep: Class 40 contains 9866 members 
Mstep: Class 41 contains 27360 members 
Mstep: Class 42 contains 5047 members 
Mstep: Class 43 contains 12573 members 
Mstep: Class 44 contains 376 members 
Mstep: Class 45 contains 3752 members 
Mstep: Class 46 contains 1339 members 
Mstep: Class 47 contains 13737 members 
Mstep: Class 48 contains 421 members 
Mstep: Class 49 contains 4114 members 
Mstep: Class 50 contains 361 members 
Mstep: Class 51 contains 742 members 
Mstep: Class 52 contains 37347 members 
Mstep: Class 53 contains 268 members 
Mstep: Class 54 contains 7069 members 
Mstep: Class 55 contains 849 members 
Mstep: Class 56 contains 6669 members 
Mstep: Class 57 contains 2489 members 
Mstep: Class 58 contains 102 members 
Mstep: Class 59 contains 401 members 
Mstep: Class 60 contains 1064 members 
Mstep: Class 61 contains 326 members 
Mstep: Class 62 contains 418 members 
Mstep: Class 63 contains 672 members 
Mstep: Class 64 contains 604 members 
Mstep: Class 65 contains 1161 members 
Mstep: Class 66 contains 474 members 
Entering Unmasked Estep 
Score: -147525248.000000 Penalty: 228955.437500
Splitting cluster 53 changes total score from -147517424.000000 to -147525248.000000
So it's getting split into cluster 66.
Entering ConstructFrom: 
Trying to split cluster 54 (7069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Entering Unmasked Estep 
Score: -776534.687500 Penalty: 2198.141602
	Iteration 0F: 2 clusters Score -776534.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -770764.937500 Penalty: 4396.283203
	Iteration 0F: 3 clusters Score -770764.9 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -772658.000000 Penalty: 4396.283203
	Iteration 1F: 3 clusters Score -772658 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -773426.312500 Penalty: 4396.283203
	Iteration 2F: 3 clusters Score -773426.3 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -774046.875000 Penalty: 4396.283203
	Iteration 3F: 3 clusters Score -774046.9 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -774538.125000 Penalty: 4396.283203
	Iteration 4F: 3 clusters Score -774538.1 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -774885.812500 Penalty: 4396.283203
	Iteration 5F: 3 clusters Score -774885.8 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -775070.687500 Penalty: 4396.283203
	Iteration 6Q: 3 clusters Score -775070.7 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -775168.187500 Penalty: 4396.283203
	Iteration 7Q: 3 clusters Score -775168.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -775232.625000 Penalty: 4396.283203
	Iteration 8Q: 3 clusters Score -775232.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -775285.312500 Penalty: 4396.283203
	Iteration 9Q: 3 clusters Score -775285.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -775315.375000 Penalty: 4396.283203
	Iteration 10Q: 3 clusters Score -775315.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -775337.125000 Penalty: 4396.283203
	Iteration 11Q: 3 clusters Score -775337.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -775353.812500 Penalty: 4396.283203
	Iteration 12Q: 3 clusters Score -775353.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -775365.750000 Penalty: 4396.283203
	Iteration 13Q: 3 clusters Score -775365.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -775372.937500 Penalty: 4396.283203
	Iteration 14Q: 3 clusters Score -775372.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -775378.937500 Penalty: 4396.283203
	Iteration 15Q: 3 clusters Score -775378.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -775387.750000 Penalty: 4396.283203
	Iteration 16Q: 3 clusters Score -775387.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -775392.687500 Penalty: 4396.283203
	Iteration 17Q: 3 clusters Score -775392.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -775398.687500 Penalty: 4396.283203
	Iteration 18Q: 3 clusters Score -775398.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -775401.250000 Penalty: 4396.283203
	Iteration 19Q: 3 clusters Score -775401.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -775406.125000 Penalty: 4396.283203
	Iteration 20F: 3 clusters Score -775406.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -775409.250000 Penalty: 4396.283203
	Iteration 21Q: 3 clusters Score -775409.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -775412.750000 Penalty: 4396.283203
	Iteration 22Q: 3 clusters Score -775412.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -775415.125000 Penalty: 4396.283203
	Iteration 23Q: 3 clusters Score -775415.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -775414.562500 Penalty: 4396.283203
	Iteration 24Q: 3 clusters Score -775414.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -775416.937500 Penalty: 4396.283203
	Iteration 25Q: 3 clusters Score -775416.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -775420.687500 Penalty: 4396.283203
	Iteration 26Q: 3 clusters Score -775420.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -775421.750000 Penalty: 4396.283203
	Iteration 27Q: 3 clusters Score -775421.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -775423.437500 Penalty: 4396.283203
	Iteration 28Q: 3 clusters Score -775423.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -775425.875000 Penalty: 4396.283203
	Iteration 29Q: 3 clusters Score -775425.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -775426.250000 Penalty: 4396.283203
	Iteration 30Q: 3 clusters Score -775426.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -775425.437500 Penalty: 4396.283203
	Iteration 31Q: 3 clusters Score -775425.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -775425.750000 Penalty: 4396.283203
	Iteration 32Q: 3 clusters Score -775425.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -775425.750000 Penalty: 4396.283203
	Iteration 33Q: 3 clusters Score -775425.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -775425.750000 Penalty: 4396.283203
	Iteration 34F: 3 clusters Score -775425.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Entering Unmasked Estep 
Score: -106412.429688 Penalty: 1672.526611
	Iteration 0F: 2 clusters Score -106412.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -104914.648438 Penalty: 3345.053223
	Iteration 0F: 3 clusters Score -104914.6 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -107165.851562 Penalty: 3345.053223
	Iteration 1F: 3 clusters Score -107165.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -108052.046875 Penalty: 3345.053223
	Iteration 2F: 3 clusters Score -108052 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -108242.390625 Penalty: 3345.053223
	Iteration 3Q: 3 clusters Score -108242.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -108451.492188 Penalty: 3345.053223
	Iteration 4Q: 3 clusters Score -108451.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -108530.187500 Penalty: 3345.053223
	Iteration 5Q: 3 clusters Score -108530.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -108557.265625 Penalty: 3345.053223
	Iteration 6Q: 3 clusters Score -108557.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -108568.812500 Penalty: 3345.053223
	Iteration 7Q: 3 clusters Score -108568.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -108568.812500 Penalty: 3345.053223
	Iteration 8F: 3 clusters Score -108568.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 15366 members 
Mstep: Class 3 contains 27175 members 
Mstep: Class 4 contains 35757 members 
Mstep: Class 5 contains 21515 members 
Mstep: Class 6 contains 1661 members 
Mstep: Class 7 contains 2495 members 
Mstep: Class 8 contains 48467 members 
Mstep: Class 9 contains 29987 members 
Mstep: Class 10 contains 12230 members 
Mstep: Class 11 contains 4383 members 
Mstep: Class 12 contains 225752 members 
Mstep: Class 13 contains 9463 members 
Mstep: Class 14 contains 5417 members 
Mstep: Class 15 contains 26761 members 
Mstep: Class 16 contains 9419 members 
Mstep: Class 17 contains 10232 members 
Mstep: Class 18 contains 7909 members 
Mstep: Class 19 contains 163541 members 
Mstep: Class 20 contains 41729 members 
Mstep: Class 21 contains 12996 members 
Mstep: Class 22 contains 160 members 
Mstep: Class 23 contains 10742 members 
Mstep: Class 24 contains 4149 members 
Mstep: Class 25 contains 6536 members 
Mstep: Class 26 contains 60595 members 
Mstep: Class 27 contains 9603 members 
Mstep: Class 28 contains 6818 members 
Mstep: Class 29 contains 5287 members 
Mstep: Class 30 contains 8673 members 
Mstep: Class 31 contains 299 members 
Mstep: Class 32 contains 1141 members 
Mstep: Class 33 contains 1801 members 
Mstep: Class 34 contains 8910 members 
Mstep: Class 35 contains 197591 members 
Mstep: Class 36 contains 2874 members 
Mstep: Class 37 contains 4600 members 
Mstep: Class 38 contains 3049 members 
Mstep: Class 39 contains 225 members 
Mstep: Class 40 contains 9866 members 
Mstep: Class 41 contains 27360 members 
Mstep: Class 42 contains 5047 members 
Mstep: Class 43 contains 12573 members 
Mstep: Class 44 contains 376 members 
Mstep: Class 45 contains 3752 members 
Mstep: Class 46 contains 1339 members 
Mstep: Class 47 contains 13737 members 
Mstep: Class 48 contains 421 members 
Mstep: Class 49 contains 4114 members 
Mstep: Class 50 contains 361 members 
Mstep: Class 51 contains 742 members 
Mstep: Class 52 contains 37347 members 
Mstep: Class 53 contains 268 members 
Mstep: Class 54 contains 7069 members 
Mstep: Class 55 contains 464 members 
Mstep: Class 56 contains 6669 members 
Mstep: Class 57 contains 2489 members 
Mstep: Class 58 contains 102 members 
Mstep: Class 59 contains 401 members 
Mstep: Class 60 contains 1064 members 
Mstep: Class 61 contains 326 members 
Mstep: Class 62 contains 418 members 
Mstep: Class 63 contains 672 members 
Mstep: Class 64 contains 604 members 
Mstep: Class 65 contains 1161 members 
Mstep: Class 66 contains 474 members 
Mstep: Class 67 contains 385 members 
Entering Unmasked Estep 
Score: -147525472.000000 Penalty: 232424.468750
Splitting cluster 55 changes total score from -147517424.000000 to -147525472.000000
So it's getting split into cluster 67.
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 15366 members 
Mstep: Class 3 contains 27175 members 
Mstep: Class 4 contains 35757 members 
Mstep: Class 5 contains 21515 members 
Mstep: Class 6 contains 1661 members 
Mstep: Class 7 contains 2495 members 
Mstep: Class 8 contains 48467 members 
Mstep: Class 9 contains 29987 members 
Mstep: Class 10 contains 12230 members 
Mstep: Class 11 contains 4383 members 
Mstep: Class 12 contains 225752 members 
Mstep: Class 13 contains 9463 members 
Mstep: Class 14 contains 5417 members 
Mstep: Class 15 contains 26761 members 
Mstep: Class 16 contains 9419 members 
Mstep: Class 17 contains 10232 members 
Mstep: Class 18 contains 7909 members 
Mstep: Class 19 contains 163541 members 
Mstep: Class 20 contains 41729 members 
Mstep: Class 21 contains 12996 members 
Mstep: Class 22 contains 160 members 
Mstep: Class 23 contains 10742 members 
Mstep: Class 24 contains 4149 members 
Mstep: Class 25 contains 6536 members 
Mstep: Class 26 contains 60595 members 
Mstep: Class 27 contains 9603 members 
Mstep: Class 28 contains 6818 members 
Mstep: Class 29 contains 5287 members 
Mstep: Class 30 contains 8673 members 
Mstep: Class 31 contains 299 members 
Mstep: Class 32 contains 1141 members 
Mstep: Class 33 contains 1801 members 
Mstep: Class 34 contains 8910 members 
Mstep: Class 35 contains 197591 members 
Mstep: Class 36 contains 2874 members 
Mstep: Class 37 contains 4600 members 
Mstep: Class 38 contains 3049 members 
Mstep: Class 39 contains 225 members 
Mstep: Class 40 contains 9866 members 
Mstep: Class 41 contains 27360 members 
Mstep: Class 42 contains 5047 members 
Mstep: Class 43 contains 12573 members 
Mstep: Class 44 contains 376 members 
Mstep: Class 45 contains 3752 members 
Mstep: Class 46 contains 1339 members 
Mstep: Class 47 contains 13737 members 
Mstep: Class 48 contains 421 members 
Mstep: Class 49 contains 4114 members 
Mstep: Class 50 contains 361 members 
Mstep: Class 51 contains 742 members 
Mstep: Class 52 contains 37347 members 
Mstep: Class 53 contains 268 members 
Mstep: Class 54 contains 7069 members 
Mstep: Class 55 contains 464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 58. Lose 3384.856201 but Gain 3469.031250
Score: -147527168.000000 Penalty: 228955.437500
Iteration 159Q: 67 clusters Score -1.475272e+08 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 15365 members 
Mstep: Class 3 contains 27172 members 
Mstep: Class 4 contains 35757 members 
Mstep: Class 5 contains 21508 members 
Mstep: Class 6 contains 1662 members 
Mstep: Class 7 contains 2495 members 
Mstep: Class 8 contains 48462 members 
Mstep: Class 9 contains 29985 members 
Mstep: Class 10 contains 12222 members 
Mstep: Class 11 contains 4389 members 
Mstep: Class 12 contains 225741 members 
Mstep: Class 13 contains 9462 members 
Mstep: Class 14 contains 5401 members 
Mstep: Class 15 contains 26778 members 
Mstep: Class 16 contains 9423 members 
Mstep: Class 17 contains 10229 members 
Mstep: Class 18 contains 8071 members 
Mstep: Class 19 contains 163527 members 
Mstep: Class 20 contains 41713 members 
Mstep: Class 21 contains 12984 members 
Mstep: Class 22 contains 219 members 
Mstep: Class 23 contains 10744 members 
Mstep: Class 24 contains 4145 members 
Mstep: Class 25 contains 6531 members 
Mstep: Class 26 contains 60529 members 
Mstep: Class 27 contains 9605 members 
Mstep: Class 28 contains 6826 members 
Mstep: Class 29 contains 5288 members 
Mstep: Class 30 contains 8674 members 
Mstep: Class 31 contains 305 members 
Mstep: Class 32 contains 1205 members 
Mstep: Class 33 contains 1801 members 
Mstep: Class 34 contains 8864 members 
Mstep: Class 35 contains 197578 members 
Mstep: Class 36 contains 2872 members 
Mstep: Class 37 contains 4601 members 
Mstep: Class 38 contains 3065 members 
Mstep: Class 39 contains 234 members 
Mstep: Class 40 contains 9890 members 
Mstep: Class 41 contains 27333 members 
Mstep: Class 42 contains 5054 members 
Mstep: Class 43 contains 12576 members 
Mstep: Class 44 contains 464 members 
Mstep: Class 45 contains 3753 members 
Mstep: Class 46 contains 1379 members 
Mstep: Class 47 contains 13739 members 
Mstep: Class 48 contains 434 members 
Mstep: Class 49 contains 4114 members 
Mstep: Class 50 contains 378 members 
Mstep: Class 51 contains 738 members 
Mstep: Class 52 contains 37363 members 
Mstep: Class 53 contains 282 members 
Mstep: Class 54 contains 7113 members 
Mstep: Class 55 contains 465 members 
Mstep: Class 56 contains 6492 members 
Mstep: Class 57 contains 2416 members 
Mstep: Class 59 contains 403 members 
Mstep: Class 60 contains 1044 members 
Mstep: Class 61 contains 348 members 
Mstep: Class 62 contains 425 members 
Mstep: Class 63 contains 682 members 
Mstep: Class 64 contains 605 members 
Mstep: Class 65 contains 1155 members 
Mstep: Class 66 contains 445 members 
Mstep: Class 67 contains 387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147530864.000000 Penalty: 228955.437500
Iteration 160F: 67 clusters Score -1.475309e+08 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 15366 members 
Mstep: Class 3 contains 27168 members 
Mstep: Class 4 contains 35758 members 
Mstep: Class 5 contains 21501 members 
Mstep: Class 6 contains 1640 members 
Mstep: Class 7 contains 2494 members 
Mstep: Class 8 contains 48480 members 
Mstep: Class 9 contains 29982 members 
Mstep: Class 10 contains 12222 members 
Mstep: Class 11 contains 4388 members 
Mstep: Class 12 contains 225723 members 
Mstep: Class 13 contains 9453 members 
Mstep: Class 14 contains 5390 members 
Mstep: Class 15 contains 26794 members 
Mstep: Class 16 contains 9421 members 
Mstep: Class 17 contains 10226 members 
Mstep: Class 18 contains 8140 members 
Mstep: Class 19 contains 163517 members 
Mstep: Class 20 contains 41706 members 
Mstep: Class 21 contains 12976 members 
Mstep: Class 22 contains 230 members 
Mstep: Class 23 contains 10745 members 
Mstep: Class 24 contains 4144 members 
Mstep: Class 25 contains 6537 members 
Mstep: Class 26 contains 60502 members 
Mstep: Class 27 contains 9606 members 
Mstep: Class 28 contains 6824 members 
Mstep: Class 29 contains 5286 members 
Mstep: Class 30 contains 8673 members 
Mstep: Class 31 contains 310 members 
Mstep: Class 32 contains 1194 members 
Mstep: Class 33 contains 1801 members 
Mstep: Class 34 contains 8830 members 
Mstep: Class 35 contains 197562 members 
Mstep: Class 36 contains 2871 members 
Mstep: Class 37 contains 4603 members 
Mstep: Class 38 contains 2999 members 
Mstep: Class 39 contains 245 members 
Mstep: Class 40 contains 9892 members 
Mstep: Class 41 contains 27329 members 
Mstep: Class 42 contains 5055 members 
Mstep: Class 43 contains 12578 members 
Mstep: Class 44 contains 514 members 
Mstep: Class 45 contains 3753 members 
Mstep: Class 46 contains 1382 members 
Mstep: Class 47 contains 13744 members 
Mstep: Class 48 contains 412 members 
Mstep: Class 49 contains 4116 members 
Mstep: Class 50 contains 377 members 
Mstep: Class 51 contains 734 members 
Mstep: Class 52 contains 37376 members 
Mstep: Class 53 contains 275 members 
Mstep: Class 54 contains 7123 members 
Mstep: Class 55 contains 460 members 
Mstep: Class 56 contains 6478 members 
Mstep: Class 57 contains 2496 members 
Mstep: Class 59 contains 403 members 
Mstep: Class 60 contains 1038 members 
Mstep: Class 61 contains 377 members 
Mstep: Class 62 contains 433 members 
Mstep: Class 63 contains 677 members 
Mstep: Class 64 contains 605 members 
Mstep: Class 65 contains 1156 members 
Mstep: Class 66 contains 438 members 
Mstep: Class 67 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147532432.000000 Penalty: 228955.437500
Iteration 161Q: 67 clusters Score -1.475324e+08 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 15367 members 
Mstep: Class 3 contains 27161 members 
Mstep: Class 4 contains 35761 members 
Mstep: Class 5 contains 21497 members 
Mstep: Class 6 contains 1624 members 
Mstep: Class 7 contains 2494 members 
Mstep: Class 8 contains 48517 members 
Mstep: Class 9 contains 29980 members 
Mstep: Class 10 contains 12219 members 
Mstep: Class 11 contains 4387 members 
Mstep: Class 12 contains 225699 members 
Mstep: Class 13 contains 9443 members 
Mstep: Class 14 contains 5379 members 
Mstep: Class 15 contains 26806 members 
Mstep: Class 16 contains 9420 members 
Mstep: Class 17 contains 10216 members 
Mstep: Class 18 contains 8181 members 
Mstep: Class 19 contains 163505 members 
Mstep: Class 20 contains 41691 members 
Mstep: Class 21 contains 12966 members 
Mstep: Class 22 contains 230 members 
Mstep: Class 23 contains 10748 members 
Mstep: Class 24 contains 4143 members 
Mstep: Class 25 contains 6542 members 
Mstep: Class 26 contains 60487 members 
Mstep: Class 27 contains 9608 members 
Mstep: Class 28 contains 6826 members 
Mstep: Class 29 contains 5285 members 
Mstep: Class 30 contains 8674 members 
Mstep: Class 31 contains 310 members 
Mstep: Class 32 contains 1174 members 
Mstep: Class 33 contains 1801 members 
Mstep: Class 34 contains 8815 members 
Mstep: Class 35 contains 197547 members 
Mstep: Class 36 contains 2868 members 
Mstep: Class 37 contains 4604 members 
Mstep: Class 38 contains 2956 members 
Mstep: Class 39 contains 250 members 
Mstep: Class 40 contains 9900 members 
Mstep: Class 41 contains 27319 members 
Mstep: Class 42 contains 5059 members 
Mstep: Class 43 contains 12579 members 
Mstep: Class 44 contains 557 members 
Mstep: Class 45 contains 3754 members 
Mstep: Class 46 contains 1390 members 
Mstep: Class 47 contains 13753 members 
Mstep: Class 48 contains 403 members 
Mstep: Class 49 contains 4117 members 
Mstep: Class 50 contains 377 members 
Mstep: Class 51 contains 730 members 
Mstep: Class 52 contains 37399 members 
Mstep: Class 53 contains 272 members 
Mstep: Class 54 contains 7136 members 
Mstep: Class 55 contains 464 members 
Mstep: Class 56 contains 6457 members 
Mstep: Class 57 contains 2537 members 
Mstep: Class 59 contains 405 members 
Mstep: Class 60 contains 1039 members 
Mstep: Class 61 contains 382 members 
Mstep: Class 62 contains 442 members 
Mstep: Class 63 contains 672 members 
Mstep: Class 64 contains 605 members 
Mstep: Class 65 contains 1161 members 
Mstep: Class 66 contains 440 members 
Mstep: Class 67 contains 387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147532576.000000 Penalty: 228955.437500
Iteration 162Q: 67 clusters Score -1.475326e+08 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 15368 members 
Mstep: Class 3 contains 27154 members 
Mstep: Class 4 contains 35766 members 
Mstep: Class 5 contains 21490 members 
Mstep: Class 6 contains 1608 members 
Mstep: Class 7 contains 2494 members 
Mstep: Class 8 contains 48531 members 
Mstep: Class 9 contains 29979 members 
Mstep: Class 10 contains 12214 members 
Mstep: Class 11 contains 4388 members 
Mstep: Class 12 contains 225691 members 
Mstep: Class 13 contains 9428 members 
Mstep: Class 14 contains 5372 members 
Mstep: Class 15 contains 26821 members 
Mstep: Class 16 contains 9418 members 
Mstep: Class 17 contains 10210 members 
Mstep: Class 18 contains 8221 members 
Mstep: Class 19 contains 163488 members 
Mstep: Class 20 contains 41688 members 
Mstep: Class 21 contains 12964 members 
Mstep: Class 22 contains 230 members 
Mstep: Class 23 contains 10752 members 
Mstep: Class 24 contains 4143 members 
Mstep: Class 25 contains 6545 members 
Mstep: Class 26 contains 60473 members 
Mstep: Class 27 contains 9609 members 
Mstep: Class 28 contains 6826 members 
Mstep: Class 29 contains 5286 members 
Mstep: Class 30 contains 8674 members 
Mstep: Class 31 contains 312 members 
Mstep: Class 32 contains 1161 members 
Mstep: Class 33 contains 1801 members 
Mstep: Class 34 contains 8795 members 
Mstep: Class 35 contains 197526 members 
Mstep: Class 36 contains 2868 members 
Mstep: Class 37 contains 4606 members 
Mstep: Class 38 contains 2924 members 
Mstep: Class 39 contains 251 members 
Mstep: Class 40 contains 9907 members 
Mstep: Class 41 contains 27314 members 
Mstep: Class 42 contains 5064 members 
Mstep: Class 43 contains 12576 members 
Mstep: Class 44 contains 584 members 
Mstep: Class 45 contains 3753 members 
Mstep: Class 46 contains 1396 members 
Mstep: Class 47 contains 13755 members 
Mstep: Class 48 contains 396 members 
Mstep: Class 49 contains 4118 members 
Mstep: Class 50 contains 378 members 
Mstep: Class 51 contains 731 members 
Mstep: Class 52 contains 37427 members 
Mstep: Class 53 contains 270 members 
Mstep: Class 54 contains 7152 members 
Mstep: Class 55 contains 465 members 
Mstep: Class 56 contains 6443 members 
Mstep: Class 57 contains 2567 members 
Mstep: Class 59 contains 405 members 
Mstep: Class 60 contains 1038 members 
Mstep: Class 61 contains 389 members 
Mstep: Class 62 contains 450 members 
Mstep: Class 63 contains 668 members 
Mstep: Class 64 contains 606 members 
Mstep: Class 65 contains 1165 members 
Mstep: Class 66 contains 438 members 
Mstep: Class 67 contains 387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147532928.000000 Penalty: 228955.437500
Iteration 163Q: 67 clusters Score -1.475329e+08 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 15364 members 
Mstep: Class 3 contains 27148 members 
Mstep: Class 4 contains 35765 members 
Mstep: Class 5 contains 21485 members 
Mstep: Class 6 contains 1593 members 
Mstep: Class 7 contains 2494 members 
Mstep: Class 8 contains 48533 members 
Mstep: Class 9 contains 29980 members 
Mstep: Class 10 contains 12209 members 
Mstep: Class 11 contains 4388 members 
Mstep: Class 12 contains 225678 members 
Mstep: Class 13 contains 9417 members 
Mstep: Class 14 contains 5359 members 
Mstep: Class 15 contains 26830 members 
Mstep: Class 16 contains 9427 members 
Mstep: Class 17 contains 10206 members 
Mstep: Class 18 contains 8258 members 
Mstep: Class 19 contains 163477 members 
Mstep: Class 20 contains 41683 members 
Mstep: Class 21 contains 12958 members 
Mstep: Class 22 contains 230 members 
Mstep: Class 23 contains 10751 members 
Mstep: Class 24 contains 4143 members 
Mstep: Class 25 contains 6552 members 
Mstep: Class 26 contains 60478 members 
Mstep: Class 27 contains 9609 members 
Mstep: Class 28 contains 6829 members 
Mstep: Class 29 contains 5287 members 
Mstep: Class 30 contains 8676 members 
Mstep: Class 31 contains 315 members 
Mstep: Class 32 contains 1154 members 
Mstep: Class 33 contains 1801 members 
Mstep: Class 34 contains 8778 members 
Mstep: Class 35 contains 197508 members 
Mstep: Class 36 contains 2871 members 
Mstep: Class 37 contains 4606 members 
Mstep: Class 38 contains 2895 members 
Mstep: Class 39 contains 252 members 
Mstep: Class 40 contains 9917 members 
Mstep: Class 41 contains 27304 members 
Mstep: Class 42 contains 5063 members 
Mstep: Class 43 contains 12578 members 
Mstep: Class 44 contains 603 members 
Mstep: Class 45 contains 3751 members 
Mstep: Class 46 contains 1398 members 
Mstep: Class 47 contains 13761 members 
Mstep: Class 48 contains 394 members 
Mstep: Class 49 contains 4117 members 
Mstep: Class 50 contains 379 members 
Mstep: Class 51 contains 733 members 
Mstep: Class 52 contains 37451 members 
Mstep: Class 53 contains 268 members 
Mstep: Class 54 contains 7162 members 
Mstep: Class 55 contains 464 members 
Mstep: Class 56 contains 6436 members 
Mstep: Class 57 contains 2596 members 
Mstep: Class 59 contains 404 members 
Mstep: Class 60 contains 1036 members 
Mstep: Class 61 contains 392 members 
Mstep: Class 62 contains 455 members 
Mstep: Class 63 contains 669 members 
Mstep: Class 64 contains 608 members 
Mstep: Class 65 contains 1164 members 
Mstep: Class 66 contains 439 members 
Mstep: Class 67 contains 387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147533344.000000 Penalty: 228955.437500
Iteration 164Q: 67 clusters Score -1.475333e+08 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 15363 members 
Mstep: Class 3 contains 27146 members 
Mstep: Class 4 contains 35764 members 
Mstep: Class 5 contains 21484 members 
Mstep: Class 6 contains 1575 members 
Mstep: Class 7 contains 2494 members 
Mstep: Class 8 contains 48534 members 
Mstep: Class 9 contains 29981 members 
Mstep: Class 10 contains 12204 members 
Mstep: Class 11 contains 4388 members 
Mstep: Class 12 contains 225663 members 
Mstep: Class 13 contains 9405 members 
Mstep: Class 14 contains 5354 members 
Mstep: Class 15 contains 26839 members 
Mstep: Class 16 contains 9428 members 
Mstep: Class 17 contains 10199 members 
Mstep: Class 18 contains 8284 members 
Mstep: Class 19 contains 163462 members 
Mstep: Class 20 contains 41676 members 
Mstep: Class 21 contains 12953 members 
Mstep: Class 22 contains 230 members 
Mstep: Class 23 contains 10750 members 
Mstep: Class 24 contains 4143 members 
Mstep: Class 25 contains 6561 members 
Mstep: Class 26 contains 60481 members 
Mstep: Class 27 contains 9609 members 
Mstep: Class 28 contains 6827 members 
Mstep: Class 29 contains 5287 members 
Mstep: Class 30 contains 8675 members 
Mstep: Class 31 contains 315 members 
Mstep: Class 32 contains 1150 members 
Mstep: Class 33 contains 1801 members 
Mstep: Class 34 contains 8765 members 
Mstep: Class 35 contains 197498 members 
Mstep: Class 36 contains 2872 members 
Mstep: Class 37 contains 4607 members 
Mstep: Class 38 contains 2857 members 
Mstep: Class 39 contains 252 members 
Mstep: Class 40 contains 9921 members 
Mstep: Class 41 contains 27300 members 
Mstep: Class 42 contains 5066 members 
Mstep: Class 43 contains 12577 members 
Mstep: Class 44 contains 616 members 
Mstep: Class 45 contains 3748 members 
Mstep: Class 46 contains 1400 members 
Mstep: Class 47 contains 13767 members 
Mstep: Class 48 contains 393 members 
Mstep: Class 49 contains 4120 members 
Mstep: Class 50 contains 375 members 
Mstep: Class 51 contains 736 members 
Mstep: Class 52 contains 37482 members 
Mstep: Class 53 contains 268 members 
Mstep: Class 54 contains 7176 members 
Mstep: Class 55 contains 468 members 
Mstep: Class 56 contains 6437 members 
Mstep: Class 57 contains 2632 members 
Mstep: Class 59 contains 404 members 
Mstep: Class 60 contains 1034 members 
Mstep: Class 61 contains 395 members 
Mstep: Class 62 contains 460 members 
Mstep: Class 63 contains 667 members 
Mstep: Class 64 contains 612 members 
Mstep: Class 65 contains 1163 members 
Mstep: Class 66 contains 436 members 
Mstep: Class 67 contains 387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147533360.000000 Penalty: 228955.437500
Iteration 165Q: 67 clusters Score -1.475334e+08 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 15364 members 
Mstep: Class 3 contains 27146 members 
Mstep: Class 4 contains 35765 members 
Mstep: Class 5 contains 21479 members 
Mstep: Class 6 contains 1560 members 
Mstep: Class 7 contains 2492 members 
Mstep: Class 8 contains 48547 members 
Mstep: Class 9 contains 29979 members 
Mstep: Class 10 contains 12198 members 
Mstep: Class 11 contains 4390 members 
Mstep: Class 12 contains 225643 members 
Mstep: Class 13 contains 9397 members 
Mstep: Class 14 contains 5349 members 
Mstep: Class 15 contains 26853 members 
Mstep: Class 16 contains 9434 members 
Mstep: Class 17 contains 10193 members 
Mstep: Class 18 contains 8301 members 
Mstep: Class 19 contains 163451 members 
Mstep: Class 20 contains 41673 members 
Mstep: Class 21 contains 12942 members 
Mstep: Class 22 contains 230 members 
Mstep: Class 23 contains 10748 members 
Mstep: Class 24 contains 4143 members 
Mstep: Class 25 contains 6575 members 
Mstep: Class 26 contains 60483 members 
Mstep: Class 27 contains 9609 members 
Mstep: Class 28 contains 6828 members 
Mstep: Class 29 contains 5288 members 
Mstep: Class 30 contains 8673 members 
Mstep: Class 31 contains 315 members 
Mstep: Class 32 contains 1149 members 
Mstep: Class 33 contains 1803 members 
Mstep: Class 34 contains 8754 members 
Mstep: Class 35 contains 197484 members 
Mstep: Class 36 contains 2873 members 
Mstep: Class 37 contains 4605 members 
Mstep: Class 38 contains 2810 members 
Mstep: Class 39 contains 252 members 
Mstep: Class 40 contains 9922 members 
Mstep: Class 41 contains 27297 members 
Mstep: Class 42 contains 5067 members 
Mstep: Class 43 contains 12579 members 
Mstep: Class 44 contains 629 members 
Mstep: Class 45 contains 3743 members 
Mstep: Class 46 contains 1401 members 
Mstep: Class 47 contains 13771 members 
Mstep: Class 48 contains 392 members 
Mstep: Class 49 contains 4120 members 
Mstep: Class 50 contains 369 members 
Mstep: Class 51 contains 740 members 
Mstep: Class 52 contains 37506 members 
Mstep: Class 53 contains 268 members 
Mstep: Class 54 contains 7186 members 
Mstep: Class 55 contains 468 members 
Mstep: Class 56 contains 6439 members 
Mstep: Class 57 contains 2678 members 
Mstep: Class 59 contains 404 members 
Mstep: Class 60 contains 1027 members 
Mstep: Class 61 contains 397 members 
Mstep: Class 62 contains 466 members 
Mstep: Class 63 contains 668 members 
Mstep: Class 64 contains 618 members 
Mstep: Class 65 contains 1159 members 
Mstep: Class 66 contains 435 members 
Mstep: Class 67 contains 387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147533680.000000 Penalty: 228955.437500
Iteration 166Q: 67 clusters Score -1.475337e+08 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 15364 members 
Mstep: Class 3 contains 27144 members 
Mstep: Class 4 contains 35768 members 
Mstep: Class 5 contains 21476 members 
Mstep: Class 6 contains 1551 members 
Mstep: Class 7 contains 2492 members 
Mstep: Class 8 contains 48563 members 
Mstep: Class 9 contains 29977 members 
Mstep: Class 10 contains 12189 members 
Mstep: Class 11 contains 4392 members 
Mstep: Class 12 contains 225622 members 
Mstep: Class 13 contains 9398 members 
Mstep: Class 14 contains 5344 members 
Mstep: Class 15 contains 26867 members 
Mstep: Class 16 contains 9434 members 
Mstep: Class 17 contains 10185 members 
Mstep: Class 18 contains 8315 members 
Mstep: Class 19 contains 163435 members 
Mstep: Class 20 contains 41669 members 
Mstep: Class 21 contains 12934 members 
Mstep: Class 22 contains 230 members 
Mstep: Class 23 contains 10747 members 
Mstep: Class 24 contains 4143 members 
Mstep: Class 25 contains 6588 members 
Mstep: Class 26 contains 60488 members 
Mstep: Class 27 contains 9609 members 
Mstep: Class 28 contains 6831 members 
Mstep: Class 29 contains 5288 members 
Mstep: Class 30 contains 8672 members 
Mstep: Class 31 contains 315 members 
Mstep: Class 32 contains 1148 members 
Mstep: Class 33 contains 1803 members 
Mstep: Class 34 contains 8747 members 
Mstep: Class 35 contains 197463 members 
Mstep: Class 36 contains 2872 members 
Mstep: Class 37 contains 4607 members 
Mstep: Class 38 contains 2761 members 
Mstep: Class 39 contains 252 members 
Mstep: Class 40 contains 9921 members 
Mstep: Class 41 contains 27297 members 
Mstep: Class 42 contains 5069 members 
Mstep: Class 43 contains 12578 members 
Mstep: Class 44 contains 645 members 
Mstep: Class 45 contains 3740 members 
Mstep: Class 46 contains 1401 members 
Mstep: Class 47 contains 13776 members 
Mstep: Class 48 contains 391 members 
Mstep: Class 49 contains 4120 members 
Mstep: Class 50 contains 367 members 
Mstep: Class 51 contains 744 members 
Mstep: Class 52 contains 37533 members 
Mstep: Class 53 contains 268 members 
Mstep: Class 54 contains 7197 members 
Mstep: Class 55 contains 467 members 
Mstep: Class 56 contains 6429 members 
Mstep: Class 57 contains 2723 members 
Mstep: Class 59 contains 404 members 
Mstep: Class 60 contains 1022 members 
Mstep: Class 61 contains 399 members 
Mstep: Class 62 contains 475 members 
Mstep: Class 63 contains 669 members 
Mstep: Class 64 contains 620 members 
Mstep: Class 65 contains 1155 members 
Mstep: Class 66 contains 434 members 
Mstep: Class 67 contains 387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147534080.000000 Penalty: 228955.437500
Iteration 167Q: 67 clusters Score -1.475341e+08 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 15365 members 
Mstep: Class 3 contains 27144 members 
Mstep: Class 4 contains 35772 members 
Mstep: Class 5 contains 21475 members 
Mstep: Class 6 contains 1548 members 
Mstep: Class 7 contains 2491 members 
Mstep: Class 8 contains 48578 members 
Mstep: Class 9 contains 29975 members 
Mstep: Class 10 contains 12179 members 
Mstep: Class 11 contains 4393 members 
Mstep: Class 12 contains 225613 members 
Mstep: Class 13 contains 9377 members 
Mstep: Class 14 contains 5342 members 
Mstep: Class 15 contains 26877 members 
Mstep: Class 16 contains 9437 members 
Mstep: Class 17 contains 10178 members 
Mstep: Class 18 contains 8324 members 
Mstep: Class 19 contains 163421 members 
Mstep: Class 20 contains 41671 members 
Mstep: Class 21 contains 12924 members 
Mstep: Class 22 contains 230 members 
Mstep: Class 23 contains 10747 members 
Mstep: Class 24 contains 4143 members 
Mstep: Class 25 contains 6599 members 
Mstep: Class 26 contains 60494 members 
Mstep: Class 27 contains 9608 members 
Mstep: Class 28 contains 6832 members 
Mstep: Class 29 contains 5288 members 
Mstep: Class 30 contains 8670 members 
Mstep: Class 31 contains 315 members 
Mstep: Class 32 contains 1148 members 
Mstep: Class 33 contains 1803 members 
Mstep: Class 34 contains 8741 members 
Mstep: Class 35 contains 197441 members 
Mstep: Class 36 contains 2872 members 
Mstep: Class 37 contains 4608 members 
Mstep: Class 38 contains 2699 members 
Mstep: Class 39 contains 252 members 
Mstep: Class 40 contains 9922 members 
Mstep: Class 41 contains 27291 members 
Mstep: Class 42 contains 5069 members 
Mstep: Class 43 contains 12578 members 
Mstep: Class 44 contains 664 members 
Mstep: Class 45 contains 3741 members 
Mstep: Class 46 contains 1403 members 
Mstep: Class 47 contains 13782 members 
Mstep: Class 48 contains 390 members 
Mstep: Class 49 contains 4120 members 
Mstep: Class 50 contains 367 members 
Mstep: Class 51 contains 753 members 
Mstep: Class 52 contains 37562 members 
Mstep: Class 53 contains 268 members 
Mstep: Class 54 contains 7214 members 
Mstep: Class 55 contains 468 members 
Mstep: Class 56 contains 6408 members 
Mstep: Class 57 contains 2781 members 
Mstep: Class 59 contains 404 members 
Mstep: Class 60 contains 1020 members 
Mstep: Class 61 contains 400 members 
Mstep: Class 62 contains 477 members 
Mstep: Class 63 contains 669 members 
Mstep: Class 64 contains 622 members 
Mstep: Class 65 contains 1146 members 
Mstep: Class 66 contains 434 members 
Mstep: Class 67 contains 387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147534240.000000 Penalty: 228955.437500
Iteration 168Q: 67 clusters Score -1.475342e+08 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 15370 members 
Mstep: Class 3 contains 27139 members 
Mstep: Class 4 contains 35773 members 
Mstep: Class 5 contains 21476 members 
Mstep: Class 6 contains 1541 members 
Mstep: Class 7 contains 2491 members 
Mstep: Class 8 contains 48602 members 
Mstep: Class 9 contains 29970 members 
Mstep: Class 10 contains 12169 members 
Mstep: Class 11 contains 4394 members 
Mstep: Class 12 contains 225601 members 
Mstep: Class 13 contains 9364 members 
Mstep: Class 14 contains 5340 members 
Mstep: Class 15 contains 26886 members 
Mstep: Class 16 contains 9435 members 
Mstep: Class 17 contains 10168 members 
Mstep: Class 18 contains 8336 members 
Mstep: Class 19 contains 163413 members 
Mstep: Class 20 contains 41671 members 
Mstep: Class 21 contains 12911 members 
Mstep: Class 22 contains 230 members 
Mstep: Class 23 contains 10747 members 
Mstep: Class 24 contains 4143 members 
Mstep: Class 25 contains 6610 members 
Mstep: Class 26 contains 60489 members 
Mstep: Class 27 contains 9611 members 
Mstep: Class 28 contains 6831 members 
Mstep: Class 29 contains 5288 members 
Mstep: Class 30 contains 8667 members 
Mstep: Class 31 contains 316 members 
Mstep: Class 32 contains 1149 members 
Mstep: Class 33 contains 1803 members 
Mstep: Class 34 contains 8739 members 
Mstep: Class 35 contains 197426 members 
Mstep: Class 36 contains 2872 members 
Mstep: Class 37 contains 4606 members 
Mstep: Class 38 contains 2641 members 
Mstep: Class 39 contains 252 members 
Mstep: Class 40 contains 9924 members 
Mstep: Class 41 contains 27285 members 
Mstep: Class 42 contains 5071 members 
Mstep: Class 43 contains 12578 members 
Mstep: Class 44 contains 677 members 
Mstep: Class 45 contains 3741 members 
Mstep: Class 46 contains 1406 members 
Mstep: Class 47 contains 13783 members 
Mstep: Class 48 contains 390 members 
Mstep: Class 49 contains 4122 members 
Mstep: Class 50 contains 368 members 
Mstep: Class 51 contains 768 members 
Mstep: Class 52 contains 37601 members 
Mstep: Class 53 contains 268 members 
Mstep: Class 54 contains 7224 members 
Mstep: Class 55 contains 469 members 
Mstep: Class 56 contains 6396 members 
Mstep: Class 57 contains 2828 members 
Mstep: Class 59 contains 404 members 
Mstep: Class 60 contains 1018 members 
Mstep: Class 61 contains 400 members 
Mstep: Class 62 contains 479 members 
Mstep: Class 63 contains 669 members 
Mstep: Class 64 contains 621 members 
Mstep: Class 65 contains 1131 members 
Mstep: Class 66 contains 434 members 
Mstep: Class 67 contains 387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147534816.000000 Penalty: 228955.437500
Iteration 169Q: 67 clusters Score -1.475348e+08 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 15372 members 
Mstep: Class 3 contains 27140 members 
Mstep: Class 4 contains 35775 members 
Mstep: Class 5 contains 21468 members 
Mstep: Class 6 contains 1538 members 
Mstep: Class 7 contains 2491 members 
Mstep: Class 8 contains 48622 members 
Mstep: Class 9 contains 29966 members 
Mstep: Class 10 contains 12161 members 
Mstep: Class 11 contains 4395 members 
Mstep: Class 12 contains 225594 members 
Mstep: Class 13 contains 9357 members 
Mstep: Class 14 contains 5337 members 
Mstep: Class 15 contains 26897 members 
Mstep: Class 16 contains 9441 members 
Mstep: Class 17 contains 10159 members 
Mstep: Class 18 contains 8346 members 
Mstep: Class 19 contains 163401 members 
Mstep: Class 20 contains 41666 members 
Mstep: Class 21 contains 12894 members 
Mstep: Class 22 contains 230 members 
Mstep: Class 23 contains 10749 members 
Mstep: Class 24 contains 4143 members 
Mstep: Class 25 contains 6619 members 
Mstep: Class 26 contains 60481 members 
Mstep: Class 27 contains 9613 members 
Mstep: Class 28 contains 6831 members 
Mstep: Class 29 contains 5289 members 
Mstep: Class 30 contains 8666 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 1149 members 
Mstep: Class 33 contains 1803 members 
Mstep: Class 34 contains 8737 members 
Mstep: Class 35 contains 197413 members 
Mstep: Class 36 contains 2871 members 
Mstep: Class 37 contains 4605 members 
Mstep: Class 38 contains 2592 members 
Mstep: Class 39 contains 252 members 
Mstep: Class 40 contains 9931 members 
Mstep: Class 41 contains 27281 members 
Mstep: Class 42 contains 5074 members 
Mstep: Class 43 contains 12579 members 
Mstep: Class 44 contains 689 members 
Mstep: Class 45 contains 3740 members 
Mstep: Class 46 contains 1410 members 
Mstep: Class 47 contains 13785 members 
Mstep: Class 48 contains 390 members 
Mstep: Class 49 contains 4123 members 
Mstep: Class 50 contains 369 members 
Mstep: Class 51 contains 780 members 
Mstep: Class 52 contains 37625 members 
Mstep: Class 53 contains 268 members 
Mstep: Class 54 contains 7234 members 
Mstep: Class 55 contains 469 members 
Mstep: Class 56 contains 6380 members 
Mstep: Class 57 contains 2873 members 
Mstep: Class 59 contains 404 members 
Mstep: Class 60 contains 1017 members 
Mstep: Class 61 contains 400 members 
Mstep: Class 62 contains 479 members 
Mstep: Class 63 contains 669 members 
Mstep: Class 64 contains 620 members 
Mstep: Class 65 contains 1122 members 
Mstep: Class 66 contains 434 members 
Mstep: Class 67 contains 387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147535168.000000 Penalty: 228955.437500
Iteration 170Q: 67 clusters Score -1.475352e+08 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 15371 members 
Mstep: Class 3 contains 27139 members 
Mstep: Class 4 contains 35779 members 
Mstep: Class 5 contains 21461 members 
Mstep: Class 6 contains 1541 members 
Mstep: Class 7 contains 2491 members 
Mstep: Class 8 contains 48640 members 
Mstep: Class 9 contains 29964 members 
Mstep: Class 10 contains 12152 members 
Mstep: Class 11 contains 4395 members 
Mstep: Class 12 contains 225583 members 
Mstep: Class 13 contains 9351 members 
Mstep: Class 14 contains 5334 members 
Mstep: Class 15 contains 26915 members 
Mstep: Class 16 contains 9448 members 
Mstep: Class 17 contains 10154 members 
Mstep: Class 18 contains 8352 members 
Mstep: Class 19 contains 163388 members 
Mstep: Class 20 contains 41659 members 
Mstep: Class 21 contains 12884 members 
Mstep: Class 22 contains 230 members 
Mstep: Class 23 contains 10751 members 
Mstep: Class 24 contains 4143 members 
Mstep: Class 25 contains 6629 members 
Mstep: Class 26 contains 60481 members 
Mstep: Class 27 contains 9612 members 
Mstep: Class 28 contains 6837 members 
Mstep: Class 29 contains 5288 members 
Mstep: Class 30 contains 8663 members 
Mstep: Class 31 contains 318 members 
Mstep: Class 32 contains 1148 members 
Mstep: Class 33 contains 1803 members 
Mstep: Class 34 contains 8734 members 
Mstep: Class 35 contains 197394 members 
Mstep: Class 36 contains 2873 members 
Mstep: Class 37 contains 4603 members 
Mstep: Class 38 contains 2559 members 
Mstep: Class 39 contains 252 members 
Mstep: Class 40 contains 9935 members 
Mstep: Class 41 contains 27280 members 
Mstep: Class 42 contains 5076 members 
Mstep: Class 43 contains 12581 members 
Mstep: Class 44 contains 697 members 
Mstep: Class 45 contains 3737 members 
Mstep: Class 46 contains 1414 members 
Mstep: Class 47 contains 13789 members 
Mstep: Class 48 contains 389 members 
Mstep: Class 49 contains 4123 members 
Mstep: Class 50 contains 371 members 
Mstep: Class 51 contains 788 members 
Mstep: Class 52 contains 37643 members 
Mstep: Class 53 contains 268 members 
Mstep: Class 54 contains 7245 members 
Mstep: Class 55 contains 469 members 
Mstep: Class 56 contains 6365 members 
Mstep: Class 57 contains 2898 members 
Mstep: Class 59 contains 404 members 
Mstep: Class 60 contains 1017 members 
Mstep: Class 61 contains 400 members 
Mstep: Class 62 contains 480 members 
Mstep: Class 63 contains 669 members 
Mstep: Class 64 contains 619 members 
Mstep: Class 65 contains 1113 members 
Mstep: Class 66 contains 434 members 
Mstep: Class 67 contains 387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147535264.000000 Penalty: 228955.437500
Iteration 171Q: 67 clusters Score -1.475353e+08 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 15371 members 
Mstep: Class 3 contains 27133 members 
Mstep: Class 4 contains 35781 members 
Mstep: Class 5 contains 21458 members 
Mstep: Class 6 contains 1540 members 
Mstep: Class 7 contains 2491 members 
Mstep: Class 8 contains 48643 members 
Mstep: Class 9 contains 29963 members 
Mstep: Class 10 contains 12146 members 
Mstep: Class 11 contains 4395 members 
Mstep: Class 12 contains 225588 members 
Mstep: Class 13 contains 9346 members 
Mstep: Class 14 contains 5332 members 
Mstep: Class 15 contains 26928 members 
Mstep: Class 16 contains 9443 members 
Mstep: Class 17 contains 10149 members 
Mstep: Class 18 contains 8356 members 
Mstep: Class 19 contains 163378 members 
Mstep: Class 20 contains 41648 members 
Mstep: Class 21 contains 12873 members 
Mstep: Class 22 contains 230 members 
Mstep: Class 23 contains 10753 members 
Mstep: Class 24 contains 4143 members 
Mstep: Class 25 contains 6641 members 
Mstep: Class 26 contains 60483 members 
Mstep: Class 27 contains 9611 members 
Mstep: Class 28 contains 6840 members 
Mstep: Class 29 contains 5289 members 
Mstep: Class 30 contains 8663 members 
Mstep: Class 31 contains 320 members 
Mstep: Class 32 contains 1147 members 
Mstep: Class 33 contains 1803 members 
Mstep: Class 34 contains 8731 members 
Mstep: Class 35 contains 197383 members 
Mstep: Class 36 contains 2875 members 
Mstep: Class 37 contains 4604 members 
Mstep: Class 38 contains 2544 members 
Mstep: Class 39 contains 252 members 
Mstep: Class 40 contains 9938 members 
Mstep: Class 41 contains 27277 members 
Mstep: Class 42 contains 5079 members 
Mstep: Class 43 contains 12581 members 
Mstep: Class 44 contains 705 members 
Mstep: Class 45 contains 3735 members 
Mstep: Class 46 contains 1418 members 
Mstep: Class 47 contains 13793 members 
Mstep: Class 48 contains 389 members 
Mstep: Class 49 contains 4125 members 
Mstep: Class 50 contains 375 members 
Mstep: Class 51 contains 796 members 
Mstep: Class 52 contains 37657 members 
Mstep: Class 53 contains 268 members 
Mstep: Class 54 contains 7253 members 
Mstep: Class 55 contains 469 members 
Mstep: Class 56 contains 6354 members 
Mstep: Class 57 contains 2911 members 
Mstep: Class 59 contains 404 members 
Mstep: Class 60 contains 1017 members 
Mstep: Class 61 contains 400 members 
Mstep: Class 62 contains 478 members 
Mstep: Class 63 contains 669 members 
Mstep: Class 64 contains 615 members 
Mstep: Class 65 contains 1106 members 
Mstep: Class 66 contains 434 members 
Mstep: Class 67 contains 387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147535408.000000 Penalty: 228955.437500
Iteration 172Q: 67 clusters Score -1.475354e+08 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 15371 members 
Mstep: Class 3 contains 27129 members 
Mstep: Class 4 contains 35783 members 
Mstep: Class 5 contains 21451 members 
Mstep: Class 6 contains 1539 members 
Mstep: Class 7 contains 2491 members 
Mstep: Class 8 contains 48662 members 
Mstep: Class 9 contains 29962 members 
Mstep: Class 10 contains 12143 members 
Mstep: Class 11 contains 4395 members 
Mstep: Class 12 contains 225582 members 
Mstep: Class 13 contains 9347 members 
Mstep: Class 14 contains 5329 members 
Mstep: Class 15 contains 26943 members 
Mstep: Class 16 contains 9447 members 
Mstep: Class 17 contains 10145 members 
Mstep: Class 18 contains 8364 members 
Mstep: Class 19 contains 163365 members 
Mstep: Class 20 contains 41641 members 
Mstep: Class 21 contains 12854 members 
Mstep: Class 22 contains 230 members 
Mstep: Class 23 contains 10755 members 
Mstep: Class 24 contains 4143 members 
Mstep: Class 25 contains 6648 members 
Mstep: Class 26 contains 60483 members 
Mstep: Class 27 contains 9611 members 
Mstep: Class 28 contains 6844 members 
Mstep: Class 29 contains 5289 members 
Mstep: Class 30 contains 8663 members 
Mstep: Class 31 contains 320 members 
Mstep: Class 32 contains 1147 members 
Mstep: Class 33 contains 1803 members 
Mstep: Class 34 contains 8727 members 
Mstep: Class 35 contains 197368 members 
Mstep: Class 36 contains 2875 members 
Mstep: Class 37 contains 4604 members 
Mstep: Class 38 contains 2535 members 
Mstep: Class 39 contains 252 members 
Mstep: Class 40 contains 9941 members 
Mstep: Class 41 contains 27275 members 
Mstep: Class 42 contains 5081 members 
Mstep: Class 43 contains 12581 members 
Mstep: Class 44 contains 714 members 
Mstep: Class 45 contains 3734 members 
Mstep: Class 46 contains 1420 members 
Mstep: Class 47 contains 13797 members 
Mstep: Class 48 contains 389 members 
Mstep: Class 49 contains 4127 members 
Mstep: Class 50 contains 382 members 
Mstep: Class 51 contains 799 members 
Mstep: Class 52 contains 37664 members 
Mstep: Class 53 contains 268 members 
Mstep: Class 54 contains 7260 members 
Mstep: Class 55 contains 469 members 
Mstep: Class 56 contains 6345 members 
Mstep: Class 57 contains 2919 members 
Mstep: Class 59 contains 404 members 
Mstep: Class 60 contains 1017 members 
Mstep: Class 61 contains 400 members 
Mstep: Class 62 contains 477 members 
Mstep: Class 63 contains 668 members 
Mstep: Class 64 contains 608 members 
Mstep: Class 65 contains 1104 members 
Mstep: Class 66 contains 434 members 
Mstep: Class 67 contains 387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147535600.000000 Penalty: 228955.437500
Iteration 173Q: 67 clusters Score -1.475356e+08 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 15372 members 
Mstep: Class 3 contains 27125 members 
Mstep: Class 4 contains 35786 members 
Mstep: Class 5 contains 21447 members 
Mstep: Class 6 contains 1538 members 
Mstep: Class 7 contains 2491 members 
Mstep: Class 8 contains 48669 members 
Mstep: Class 9 contains 29961 members 
Mstep: Class 10 contains 12137 members 
Mstep: Class 11 contains 4395 members 
Mstep: Class 12 contains 225581 members 
Mstep: Class 13 contains 9345 members 
Mstep: Class 14 contains 5326 members 
Mstep: Class 15 contains 26948 members 
Mstep: Class 16 contains 9443 members 
Mstep: Class 17 contains 10143 members 
Mstep: Class 18 contains 8368 members 
Mstep: Class 19 contains 163358 members 
Mstep: Class 20 contains 41629 members 
Mstep: Class 21 contains 12846 members 
Mstep: Class 22 contains 230 members 
Mstep: Class 23 contains 10758 members 
Mstep: Class 24 contains 4143 members 
Mstep: Class 25 contains 6655 members 
Mstep: Class 26 contains 60480 members 
Mstep: Class 27 contains 9612 members 
Mstep: Class 28 contains 6846 members 
Mstep: Class 29 contains 5289 members 
Mstep: Class 30 contains 8663 members 
Mstep: Class 31 contains 320 members 
Mstep: Class 32 contains 1147 members 
Mstep: Class 33 contains 1803 members 
Mstep: Class 34 contains 8726 members 
Mstep: Class 35 contains 197359 members 
Mstep: Class 36 contains 2876 members 
Mstep: Class 37 contains 4605 members 
Mstep: Class 38 contains 2534 members 
Mstep: Class 39 contains 252 members 
Mstep: Class 40 contains 9941 members 
Mstep: Class 41 contains 27274 members 
Mstep: Class 42 contains 5082 members 
Mstep: Class 43 contains 12583 members 
Mstep: Class 44 contains 729 members 
Mstep: Class 45 contains 3734 members 
Mstep: Class 46 contains 1423 members 
Mstep: Class 47 contains 13802 members 
Mstep: Class 48 contains 389 members 
Mstep: Class 49 contains 4128 members 
Mstep: Class 50 contains 391 members 
Mstep: Class 51 contains 802 members 
Mstep: Class 52 contains 37675 members 
Mstep: Class 53 contains 268 members 
Mstep: Class 54 contains 7266 members 
Mstep: Class 55 contains 469 members 
Mstep: Class 56 contains 6330 members 
Mstep: Class 57 contains 2924 members 
Mstep: Class 59 contains 404 members 
Mstep: Class 60 contains 1016 members 
Mstep: Class 61 contains 400 members 
Mstep: Class 62 contains 475 members 
Mstep: Class 63 contains 668 members 
Mstep: Class 64 contains 600 members 
Mstep: Class 65 contains 1101 members 
Mstep: Class 66 contains 434 members 
Mstep: Class 67 contains 387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147535968.000000 Penalty: 228955.437500
Iteration 174Q: 67 clusters Score -1.47536e+08 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 15371 members 
Mstep: Class 3 contains 27124 members 
Mstep: Class 4 contains 35789 members 
Mstep: Class 5 contains 21441 members 
Mstep: Class 6 contains 1538 members 
Mstep: Class 7 contains 2491 members 
Mstep: Class 8 contains 48672 members 
Mstep: Class 9 contains 29958 members 
Mstep: Class 10 contains 12132 members 
Mstep: Class 11 contains 4395 members 
Mstep: Class 12 contains 225586 members 
Mstep: Class 13 contains 9346 members 
Mstep: Class 14 contains 5324 members 
Mstep: Class 15 contains 26952 members 
Mstep: Class 16 contains 9441 members 
Mstep: Class 17 contains 10146 members 
Mstep: Class 18 contains 8369 members 
Mstep: Class 19 contains 163353 members 
Mstep: Class 20 contains 41622 members 
Mstep: Class 21 contains 12837 members 
Mstep: Class 22 contains 230 members 
Mstep: Class 23 contains 10758 members 
Mstep: Class 24 contains 4143 members 
Mstep: Class 25 contains 6664 members 
Mstep: Class 26 contains 60479 members 
Mstep: Class 27 contains 9613 members 
Mstep: Class 28 contains 6847 members 
Mstep: Class 29 contains 5288 members 
Mstep: Class 30 contains 8662 members 
Mstep: Class 31 contains 321 members 
Mstep: Class 32 contains 1146 members 
Mstep: Class 33 contains 1803 members 
Mstep: Class 34 contains 8724 members 
Mstep: Class 35 contains 197349 members 
Mstep: Class 36 contains 2875 members 
Mstep: Class 37 contains 4606 members 
Mstep: Class 38 contains 2528 members 
Mstep: Class 39 contains 252 members 
Mstep: Class 40 contains 9942 members 
Mstep: Class 41 contains 27275 members 
Mstep: Class 42 contains 5083 members 
Mstep: Class 43 contains 12586 members 
Mstep: Class 44 contains 741 members 
Mstep: Class 45 contains 3735 members 
Mstep: Class 46 contains 1427 members 
Mstep: Class 47 contains 13804 members 
Mstep: Class 48 contains 389 members 
Mstep: Class 49 contains 4130 members 
Mstep: Class 50 contains 397 members 
Mstep: Class 51 contains 803 members 
Mstep: Class 52 contains 37684 members 
Mstep: Class 53 contains 268 members 
Mstep: Class 54 contains 7271 members 
Mstep: Class 55 contains 468 members 
Mstep: Class 56 contains 6317 members 
Mstep: Class 57 contains 2929 members 
Mstep: Class 59 contains 405 members 
Mstep: Class 60 contains 1015 members 
Mstep: Class 61 contains 400 members 
Mstep: Class 62 contains 474 members 
Mstep: Class 63 contains 667 members 
Mstep: Class 64 contains 594 members 
Mstep: Class 65 contains 1100 members 
Mstep: Class 66 contains 434 members 
Mstep: Class 67 contains 387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147536112.000000 Penalty: 228955.437500
Iteration 175Q: 67 clusters Score -1.475361e+08 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 15371 members 
Mstep: Class 3 contains 27122 members 
Mstep: Class 4 contains 35791 members 
Mstep: Class 5 contains 21431 members 
Mstep: Class 6 contains 1538 members 
Mstep: Class 7 contains 2491 members 
Mstep: Class 8 contains 48678 members 
Mstep: Class 9 contains 29954 members 
Mstep: Class 10 contains 12132 members 
Mstep: Class 11 contains 4395 members 
Mstep: Class 12 contains 225588 members 
Mstep: Class 13 contains 9343 members 
Mstep: Class 14 contains 5322 members 
Mstep: Class 15 contains 26957 members 
Mstep: Class 16 contains 9442 members 
Mstep: Class 17 contains 10149 members 
Mstep: Class 18 contains 8371 members 
Mstep: Class 19 contains 163344 members 
Mstep: Class 20 contains 41622 members 
Mstep: Class 21 contains 12829 members 
Mstep: Class 22 contains 230 members 
Mstep: Class 23 contains 10758 members 
Mstep: Class 24 contains 4143 members 
Mstep: Class 25 contains 6670 members 
Mstep: Class 26 contains 60482 members 
Mstep: Class 27 contains 9616 members 
Mstep: Class 28 contains 6847 members 
Mstep: Class 29 contains 5289 members 
Mstep: Class 30 contains 8662 members 
Mstep: Class 31 contains 322 members 
Mstep: Class 32 contains 1146 members 
Mstep: Class 33 contains 1802 members 
Mstep: Class 34 contains 8722 members 
Mstep: Class 35 contains 197336 members 
Mstep: Class 36 contains 2873 members 
Mstep: Class 37 contains 4606 members 
Mstep: Class 38 contains 2522 members 
Mstep: Class 39 contains 252 members 
Mstep: Class 40 contains 9942 members 
Mstep: Class 41 contains 27273 members 
Mstep: Class 42 contains 5083 members 
Mstep: Class 43 contains 12589 members 
Mstep: Class 44 contains 753 members 
Mstep: Class 45 contains 3735 members 
Mstep: Class 46 contains 1431 members 
Mstep: Class 47 contains 13806 members 
Mstep: Class 48 contains 389 members 
Mstep: Class 49 contains 4131 members 
Mstep: Class 50 contains 408 members 
Mstep: Class 51 contains 805 members 
Mstep: Class 52 contains 37700 members 
Mstep: Class 53 contains 268 members 
Mstep: Class 54 contains 7275 members 
Mstep: Class 55 contains 468 members 
Mstep: Class 56 contains 6301 members 
Mstep: Class 57 contains 2931 members 
Mstep: Class 59 contains 405 members 
Mstep: Class 60 contains 1015 members 
Mstep: Class 61 contains 400 members 
Mstep: Class 62 contains 470 members 
Mstep: Class 63 contains 666 members 
Mstep: Class 64 contains 584 members 
Mstep: Class 65 contains 1101 members 
Mstep: Class 66 contains 434 members 
Mstep: Class 67 contains 387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147536576.000000 Penalty: 228955.437500
Iteration 176Q: 67 clusters Score -1.475366e+08 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 15371 members 
Mstep: Class 3 contains 27119 members 
Mstep: Class 4 contains 35792 members 
Mstep: Class 5 contains 21419 members 
Mstep: Class 6 contains 1539 members 
Mstep: Class 7 contains 2491 members 
Mstep: Class 8 contains 48683 members 
Mstep: Class 9 contains 29953 members 
Mstep: Class 10 contains 12132 members 
Mstep: Class 11 contains 4395 members 
Mstep: Class 12 contains 225584 members 
Mstep: Class 13 contains 9345 members 
Mstep: Class 14 contains 5320 members 
Mstep: Class 15 contains 26961 members 
Mstep: Class 16 contains 9437 members 
Mstep: Class 17 contains 10147 members 
Mstep: Class 18 contains 8372 members 
Mstep: Class 19 contains 163339 members 
Mstep: Class 20 contains 41618 members 
Mstep: Class 21 contains 12823 members 
Mstep: Class 22 contains 230 members 
Mstep: Class 23 contains 10759 members 
Mstep: Class 24 contains 4143 members 
Mstep: Class 25 contains 6677 members 
Mstep: Class 26 contains 60483 members 
Mstep: Class 27 contains 9617 members 
Mstep: Class 28 contains 6846 members 
Mstep: Class 29 contains 5288 members 
Mstep: Class 30 contains 8662 members 
Mstep: Class 31 contains 325 members 
Mstep: Class 32 contains 1146 members 
Mstep: Class 33 contains 1802 members 
Mstep: Class 34 contains 8720 members 
Mstep: Class 35 contains 197329 members 
Mstep: Class 36 contains 2874 members 
Mstep: Class 37 contains 4607 members 
Mstep: Class 38 contains 2518 members 
Mstep: Class 39 contains 252 members 
Mstep: Class 40 contains 9945 members 
Mstep: Class 41 contains 27271 members 
Mstep: Class 42 contains 5082 members 
Mstep: Class 43 contains 12589 members 
Mstep: Class 44 contains 760 members 
Mstep: Class 45 contains 3735 members 
Mstep: Class 46 contains 1432 members 
Mstep: Class 47 contains 13810 members 
Mstep: Class 48 contains 389 members 
Mstep: Class 49 contains 4131 members 
Mstep: Class 50 contains 415 members 
Mstep: Class 51 contains 808 members 
Mstep: Class 52 contains 37721 members 
Mstep: Class 53 contains 268 members 
Mstep: Class 54 contains 7276 members 
Mstep: Class 55 contains 467 members 
Mstep: Class 56 contains 6286 members 
Mstep: Class 57 contains 2937 members 
Mstep: Class 59 contains 405 members 
Mstep: Class 60 contains 1015 members 
Mstep: Class 61 contains 400 members 
Mstep: Class 62 contains 469 members 
Mstep: Class 63 contains 665 members 
Mstep: Class 64 contains 581 members 
Mstep: Class 65 contains 1100 members 
Mstep: Class 66 contains 434 members 
Mstep: Class 67 contains 387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147536864.000000 Penalty: 228955.437500
Iteration 177Q: 67 clusters Score -1.475369e+08 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 15371 members 
Mstep: Class 3 contains 27114 members 
Mstep: Class 4 contains 35794 members 
Mstep: Class 5 contains 21410 members 
Mstep: Class 6 contains 1537 members 
Mstep: Class 7 contains 2491 members 
Mstep: Class 8 contains 48690 members 
Mstep: Class 9 contains 29953 members 
Mstep: Class 10 contains 12130 members 
Mstep: Class 11 contains 4395 members 
Mstep: Class 12 contains 225583 members 
Mstep: Class 13 contains 9347 members 
Mstep: Class 14 contains 5319 members 
Mstep: Class 15 contains 26967 members 
Mstep: Class 16 contains 9436 members 
Mstep: Class 17 contains 10138 members 
Mstep: Class 18 contains 8375 members 
Mstep: Class 19 contains 163330 members 
Mstep: Class 20 contains 41610 members 
Mstep: Class 21 contains 12820 members 
Mstep: Class 22 contains 230 members 
Mstep: Class 23 contains 10764 members 
Mstep: Class 24 contains 4143 members 
Mstep: Class 25 contains 6679 members 
Mstep: Class 26 contains 60484 members 
Mstep: Class 27 contains 9617 members 
Mstep: Class 28 contains 6847 members 
Mstep: Class 29 contains 5288 members 
Mstep: Class 30 contains 8661 members 
Mstep: Class 31 contains 326 members 
Mstep: Class 32 contains 1146 members 
Mstep: Class 33 contains 1802 members 
Mstep: Class 34 contains 8716 members 
Mstep: Class 35 contains 197325 members 
Mstep: Class 36 contains 2875 members 
Mstep: Class 37 contains 4607 members 
Mstep: Class 38 contains 2513 members 
Mstep: Class 39 contains 252 members 
Mstep: Class 40 contains 9942 members 
Mstep: Class 41 contains 27272 members 
Mstep: Class 42 contains 5083 members 
Mstep: Class 43 contains 12590 members 
Mstep: Class 44 contains 770 members 
Mstep: Class 45 contains 3735 members 
Mstep: Class 46 contains 1436 members 
Mstep: Class 47 contains 13811 members 
Mstep: Class 48 contains 389 members 
Mstep: Class 49 contains 4131 members 
Mstep: Class 50 contains 417 members 
Mstep: Class 51 contains 811 members 
Mstep: Class 52 contains 37747 members 
Mstep: Class 53 contains 268 members 
Mstep: Class 54 contains 7275 members 
Mstep: Class 55 contains 467 members 
Mstep: Class 56 contains 6273 members 
Mstep: Class 57 contains 2942 members 
Mstep: Class 59 contains 405 members 
Mstep: Class 60 contains 1015 members 
Mstep: Class 61 contains 400 members 
Mstep: Class 62 contains 465 members 
Mstep: Class 63 contains 665 members 
Mstep: Class 64 contains 583 members 
Mstep: Class 65 contains 1097 members 
Mstep: Class 66 contains 434 members 
Mstep: Class 67 contains 387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147537152.000000 Penalty: 228955.437500
Iteration 178Q: 67 clusters Score -1.475372e+08 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 15371 members 
Mstep: Class 3 contains 27108 members 
Mstep: Class 4 contains 35802 members 
Mstep: Class 5 contains 21405 members 
Mstep: Class 6 contains 1536 members 
Mstep: Class 7 contains 2491 members 
Mstep: Class 8 contains 48685 members 
Mstep: Class 9 contains 29953 members 
Mstep: Class 10 contains 12127 members 
Mstep: Class 11 contains 4396 members 
Mstep: Class 12 contains 225589 members 
Mstep: Class 13 contains 9348 members 
Mstep: Class 14 contains 5318 members 
Mstep: Class 15 contains 26972 members 
Mstep: Class 16 contains 9436 members 
Mstep: Class 17 contains 10130 members 
Mstep: Class 18 contains 8377 members 
Mstep: Class 19 contains 163325 members 
Mstep: Class 20 contains 41603 members 
Mstep: Class 21 contains 12814 members 
Mstep: Class 22 contains 230 members 
Mstep: Class 23 contains 10769 members 
Mstep: Class 24 contains 4143 members 
Mstep: Class 25 contains 6678 members 
Mstep: Class 26 contains 60478 members 
Mstep: Class 27 contains 9617 members 
Mstep: Class 28 contains 6848 members 
Mstep: Class 29 contains 5288 members 
Mstep: Class 30 contains 8662 members 
Mstep: Class 31 contains 328 members 
Mstep: Class 32 contains 1146 members 
Mstep: Class 33 contains 1802 members 
Mstep: Class 34 contains 8716 members 
Mstep: Class 35 contains 197320 members 
Mstep: Class 36 contains 2875 members 
Mstep: Class 37 contains 4607 members 
Mstep: Class 38 contains 2511 members 
Mstep: Class 39 contains 252 members 
Mstep: Class 40 contains 9944 members 
Mstep: Class 41 contains 27272 members 
Mstep: Class 42 contains 5084 members 
Mstep: Class 43 contains 12589 members 
Mstep: Class 44 contains 775 members 
Mstep: Class 45 contains 3735 members 
Mstep: Class 46 contains 1437 members 
Mstep: Class 47 contains 13811 members 
Mstep: Class 48 contains 389 members 
Mstep: Class 49 contains 4130 members 
Mstep: Class 50 contains 418 members 
Mstep: Class 51 contains 813 members 
Mstep: Class 52 contains 37771 members 
Mstep: Class 53 contains 268 members 
Mstep: Class 54 contains 7275 members 
Mstep: Class 55 contains 467 members 
Mstep: Class 56 contains 6264 members 
Mstep: Class 57 contains 2947 members 
Mstep: Class 59 contains 405 members 
Mstep: Class 60 contains 1015 members 
Mstep: Class 61 contains 400 members 
Mstep: Class 62 contains 464 members 
Mstep: Class 63 contains 665 members 
Mstep: Class 64 contains 586 members 
Mstep: Class 65 contains 1094 members 
Mstep: Class 66 contains 434 members 
Mstep: Class 67 contains 387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147537104.000000 Penalty: 228955.437500
Iteration 179Q: 67 clusters Score -1.475371e+08 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 15369 members 
Mstep: Class 3 contains 27105 members 
Mstep: Class 4 contains 35808 members 
Mstep: Class 5 contains 21402 members 
Mstep: Class 6 contains 1535 members 
Mstep: Class 7 contains 2491 members 
Mstep: Class 8 contains 48688 members 
Mstep: Class 9 contains 29952 members 
Mstep: Class 10 contains 12127 members 
Mstep: Class 11 contains 4396 members 
Mstep: Class 12 contains 225589 members 
Mstep: Class 13 contains 9345 members 
Mstep: Class 14 contains 5316 members 
Mstep: Class 15 contains 26979 members 
Mstep: Class 16 contains 9434 members 
Mstep: Class 17 contains 10123 members 
Mstep: Class 18 contains 8378 members 
Mstep: Class 19 contains 163318 members 
Mstep: Class 20 contains 41599 members 
Mstep: Class 21 contains 12807 members 
Mstep: Class 22 contains 230 members 
Mstep: Class 23 contains 10770 members 
Mstep: Class 24 contains 4143 members 
Mstep: Class 25 contains 6681 members 
Mstep: Class 26 contains 60477 members 
Mstep: Class 27 contains 9618 members 
Mstep: Class 28 contains 6851 members 
Mstep: Class 29 contains 5289 members 
Mstep: Class 30 contains 8663 members 
Mstep: Class 31 contains 328 members 
Mstep: Class 32 contains 1146 members 
Mstep: Class 33 contains 1802 members 
Mstep: Class 34 contains 8715 members 
Mstep: Class 35 contains 197311 members 
Mstep: Class 36 contains 2876 members 
Mstep: Class 37 contains 4608 members 
Mstep: Class 38 contains 2510 members 
Mstep: Class 39 contains 252 members 
Mstep: Class 40 contains 9945 members 
Mstep: Class 41 contains 27274 members 
Mstep: Class 42 contains 5083 members 
Mstep: Class 43 contains 12588 members 
Mstep: Class 44 contains 779 members 
Mstep: Class 45 contains 3735 members 
Mstep: Class 46 contains 1438 members 
Mstep: Class 47 contains 13811 members 
Mstep: Class 48 contains 389 members 
Mstep: Class 49 contains 4129 members 
Mstep: Class 50 contains 418 members 
Mstep: Class 51 contains 817 members 
Mstep: Class 52 contains 37792 members 
Mstep: Class 53 contains 268 members 
Mstep: Class 54 contains 7275 members 
Mstep: Class 55 contains 467 members 
Mstep: Class 56 contains 6258 members 
Mstep: Class 57 contains 2949 members 
Mstep: Class 59 contains 405 members 
Mstep: Class 60 contains 1015 members 
Mstep: Class 61 contains 400 members 
Mstep: Class 62 contains 466 members 
Mstep: Class 63 contains 665 members 
Mstep: Class 64 contains 586 members 
Mstep: Class 65 contains 1090 members 
Mstep: Class 66 contains 434 members 
Mstep: Class 67 contains 387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147537232.000000 Penalty: 228955.437500
Iteration 180F: 67 clusters Score -1.475372e+08 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 15370 members 
Mstep: Class 3 contains 27105 members 
Mstep: Class 4 contains 35812 members 
Mstep: Class 5 contains 21400 members 
Mstep: Class 6 contains 1535 members 
Mstep: Class 7 contains 2491 members 
Mstep: Class 8 contains 48680 members 
Mstep: Class 9 contains 29951 members 
Mstep: Class 10 contains 12124 members 
Mstep: Class 11 contains 4396 members 
Mstep: Class 12 contains 225585 members 
Mstep: Class 13 contains 9345 members 
Mstep: Class 14 contains 5316 members 
Mstep: Class 15 contains 26985 members 
Mstep: Class 16 contains 9432 members 
Mstep: Class 17 contains 10121 members 
Mstep: Class 18 contains 8378 members 
Mstep: Class 19 contains 163315 members 
Mstep: Class 20 contains 41599 members 
Mstep: Class 21 contains 12798 members 
Mstep: Class 22 contains 230 members 
Mstep: Class 23 contains 10772 members 
Mstep: Class 24 contains 4143 members 
Mstep: Class 25 contains 6683 members 
Mstep: Class 26 contains 60479 members 
Mstep: Class 27 contains 9617 members 
Mstep: Class 28 contains 6853 members 
Mstep: Class 29 contains 5290 members 
Mstep: Class 30 contains 8663 members 
Mstep: Class 31 contains 335 members 
Mstep: Class 32 contains 1146 members 
Mstep: Class 33 contains 1802 members 
Mstep: Class 34 contains 8716 members 
Mstep: Class 35 contains 197308 members 
Mstep: Class 36 contains 2877 members 
Mstep: Class 37 contains 4609 members 
Mstep: Class 38 contains 2505 members 
Mstep: Class 39 contains 256 members 
Mstep: Class 40 contains 9945 members 
Mstep: Class 41 contains 27273 members 
Mstep: Class 42 contains 5082 members 
Mstep: Class 43 contains 12588 members 
Mstep: Class 44 contains 780 members 
Mstep: Class 45 contains 3735 members 
Mstep: Class 46 contains 1440 members 
Mstep: Class 47 contains 13811 members 
Mstep: Class 48 contains 387 members 
Mstep: Class 49 contains 4129 members 
Mstep: Class 50 contains 418 members 
Mstep: Class 51 contains 818 members 
Mstep: Class 52 contains 37807 members 
Mstep: Class 53 contains 268 members 
Mstep: Class 54 contains 7277 members 
Mstep: Class 55 contains 466 members 
Mstep: Class 56 contains 6243 members 
Mstep: Class 57 contains 2953 members 
Mstep: Class 59 contains 405 members 
Mstep: Class 60 contains 1015 members 
Mstep: Class 61 contains 398 members 
Mstep: Class 62 contains 467 members 
Mstep: Class 63 contains 665 members 
Mstep: Class 64 contains 593 members 
Mstep: Class 65 contains 1089 members 
Mstep: Class 66 contains 434 members 
Mstep: Class 67 contains 387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147538032.000000 Penalty: 228955.437500
Iteration 181Q: 67 clusters Score -1.47538e+08 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 15369 members 
Mstep: Class 3 contains 27102 members 
Mstep: Class 4 contains 35817 members 
Mstep: Class 5 contains 21399 members 
Mstep: Class 6 contains 1537 members 
Mstep: Class 7 contains 2491 members 
Mstep: Class 8 contains 48681 members 
Mstep: Class 9 contains 29952 members 
Mstep: Class 10 contains 12124 members 
Mstep: Class 11 contains 4396 members 
Mstep: Class 12 contains 225588 members 
Mstep: Class 13 contains 9346 members 
Mstep: Class 14 contains 5316 members 
Mstep: Class 15 contains 26986 members 
Mstep: Class 16 contains 9431 members 
Mstep: Class 17 contains 10117 members 
Mstep: Class 18 contains 8377 members 
Mstep: Class 19 contains 163306 members 
Mstep: Class 20 contains 41594 members 
Mstep: Class 21 contains 12792 members 
Mstep: Class 22 contains 230 members 
Mstep: Class 23 contains 10771 members 
Mstep: Class 24 contains 4143 members 
Mstep: Class 25 contains 6681 members 
Mstep: Class 26 contains 60479 members 
Mstep: Class 27 contains 9617 members 
Mstep: Class 28 contains 6857 members 
Mstep: Class 29 contains 5291 members 
Mstep: Class 30 contains 8663 members 
Mstep: Class 31 contains 336 members 
Mstep: Class 32 contains 1146 members 
Mstep: Class 33 contains 1802 members 
Mstep: Class 34 contains 8717 members 
Mstep: Class 35 contains 197305 members 
Mstep: Class 36 contains 2878 members 
Mstep: Class 37 contains 4609 members 
Mstep: Class 38 contains 2501 members 
Mstep: Class 39 contains 258 members 
Mstep: Class 40 contains 9945 members 
Mstep: Class 41 contains 27273 members 
Mstep: Class 42 contains 5083 members 
Mstep: Class 43 contains 12588 members 
Mstep: Class 44 contains 797 members 
Mstep: Class 45 contains 3735 members 
Mstep: Class 46 contains 1441 members 
Mstep: Class 47 contains 13811 members 
Mstep: Class 48 contains 384 members 
Mstep: Class 49 contains 4129 members 
Mstep: Class 50 contains 420 members 
Mstep: Class 51 contains 818 members 
Mstep: Class 52 contains 37824 members 
Mstep: Class 53 contains 268 members 
Mstep: Class 54 contains 7280 members 
Mstep: Class 55 contains 463 members 
Mstep: Class 56 contains 6221 members 
Mstep: Class 57 contains 2953 members 
Mstep: Class 59 contains 406 members 
Mstep: Class 60 contains 1015 members 
Mstep: Class 61 contains 398 members 
Mstep: Class 62 contains 467 members 
Mstep: Class 63 contains 665 members 
Mstep: Class 64 contains 597 members 
Mstep: Class 65 contains 1089 members 
Mstep: Class 66 contains 434 members 
Mstep: Class 67 contains 387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147538096.000000 Penalty: 228955.437500
Iteration 182Q: 67 clusters Score -1.475381e+08 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 15369 members 
Mstep: Class 3 contains 27098 members 
Mstep: Class 4 contains 35820 members 
Mstep: Class 5 contains 21397 members 
Mstep: Class 6 contains 1537 members 
Mstep: Class 7 contains 2491 members 
Mstep: Class 8 contains 48678 members 
Mstep: Class 9 contains 29952 members 
Mstep: Class 10 contains 12124 members 
Mstep: Class 11 contains 4396 members 
Mstep: Class 12 contains 225590 members 
Mstep: Class 13 contains 9346 members 
Mstep: Class 14 contains 5316 members 
Mstep: Class 15 contains 26989 members 
Mstep: Class 16 contains 9433 members 
Mstep: Class 17 contains 10109 members 
Mstep: Class 18 contains 8378 members 
Mstep: Class 19 contains 163301 members 
Mstep: Class 20 contains 41588 members 
Mstep: Class 21 contains 12787 members 
Mstep: Class 22 contains 230 members 
Mstep: Class 23 contains 10773 members 
Mstep: Class 24 contains 4143 members 
Mstep: Class 25 contains 6682 members 
Mstep: Class 26 contains 60478 members 
Mstep: Class 27 contains 9618 members 
Mstep: Class 28 contains 6860 members 
Mstep: Class 29 contains 5292 members 
Mstep: Class 30 contains 8663 members 
Mstep: Class 31 contains 338 members 
Mstep: Class 32 contains 1146 members 
Mstep: Class 33 contains 1802 members 
Mstep: Class 34 contains 8717 members 
Mstep: Class 35 contains 197299 members 
Mstep: Class 36 contains 2878 members 
Mstep: Class 37 contains 4609 members 
Mstep: Class 38 contains 2497 members 
Mstep: Class 39 contains 258 members 
Mstep: Class 40 contains 9946 members 
Mstep: Class 41 contains 27273 members 
Mstep: Class 42 contains 5082 members 
Mstep: Class 43 contains 12589 members 
Mstep: Class 44 contains 815 members 
Mstep: Class 45 contains 3735 members 
Mstep: Class 46 contains 1442 members 
Mstep: Class 47 contains 13811 members 
Mstep: Class 48 contains 383 members 
Mstep: Class 49 contains 4130 members 
Mstep: Class 50 contains 423 members 
Mstep: Class 51 contains 818 members 
Mstep: Class 52 contains 37844 members 
Mstep: Class 53 contains 268 members 
Mstep: Class 54 contains 7282 members 
Mstep: Class 55 contains 461 members 
Mstep: Class 56 contains 6199 members 
Mstep: Class 57 contains 2954 members 
Mstep: Class 59 contains 407 members 
Mstep: Class 60 contains 1015 members 
Mstep: Class 61 contains 398 members 
Mstep: Class 62 contains 467 members 
Mstep: Class 63 contains 665 members 
Mstep: Class 64 contains 597 members 
Mstep: Class 65 contains 1089 members 
Mstep: Class 66 contains 434 members 
Mstep: Class 67 contains 387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147538160.000000 Penalty: 228955.437500
Iteration 183Q: 67 clusters Score -1.475382e+08 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 15369 members 
Mstep: Class 3 contains 27095 members 
Mstep: Class 4 contains 35821 members 
Mstep: Class 5 contains 21395 members 
Mstep: Class 6 contains 1534 members 
Mstep: Class 7 contains 2492 members 
Mstep: Class 8 contains 48680 members 
Mstep: Class 9 contains 29953 members 
Mstep: Class 10 contains 12124 members 
Mstep: Class 11 contains 4396 members 
Mstep: Class 12 contains 225586 members 
Mstep: Class 13 contains 9347 members 
Mstep: Class 14 contains 5316 members 
Mstep: Class 15 contains 26994 members 
Mstep: Class 16 contains 9434 members 
Mstep: Class 17 contains 10104 members 
Mstep: Class 18 contains 8380 members 
Mstep: Class 19 contains 163291 members 
Mstep: Class 20 contains 41588 members 
Mstep: Class 21 contains 12780 members 
Mstep: Class 22 contains 230 members 
Mstep: Class 23 contains 10773 members 
Mstep: Class 24 contains 4143 members 
Mstep: Class 25 contains 6684 members 
Mstep: Class 26 contains 60479 members 
Mstep: Class 27 contains 9619 members 
Mstep: Class 28 contains 6861 members 
Mstep: Class 29 contains 5292 members 
Mstep: Class 30 contains 8664 members 
Mstep: Class 31 contains 339 members 
Mstep: Class 32 contains 1146 members 
Mstep: Class 33 contains 1802 members 
Mstep: Class 34 contains 8717 members 
Mstep: Class 35 contains 197297 members 
Mstep: Class 36 contains 2878 members 
Mstep: Class 37 contains 4609 members 
Mstep: Class 38 contains 2495 members 
Mstep: Class 39 contains 258 members 
Mstep: Class 40 contains 9942 members 
Mstep: Class 41 contains 27273 members 
Mstep: Class 42 contains 5080 members 
Mstep: Class 43 contains 12589 members 
Mstep: Class 44 contains 834 members 
Mstep: Class 45 contains 3735 members 
Mstep: Class 46 contains 1443 members 
Mstep: Class 47 contains 13811 members 
Mstep: Class 48 contains 384 members 
Mstep: Class 49 contains 4134 members 
Mstep: Class 50 contains 425 members 
Mstep: Class 51 contains 818 members 
Mstep: Class 52 contains 37863 members 
Mstep: Class 53 contains 268 members 
Mstep: Class 54 contains 7281 members 
Mstep: Class 55 contains 458 members 
Mstep: Class 56 contains 6183 members 
Mstep: Class 57 contains 2954 members 
Mstep: Class 59 contains 407 members 
Mstep: Class 60 contains 1015 members 
Mstep: Class 61 contains 398 members 
Mstep: Class 62 contains 466 members 
Mstep: Class 63 contains 665 members 
Mstep: Class 64 contains 596 members 
Mstep: Class 65 contains 1089 members 
Mstep: Class 66 contains 433 members 
Mstep: Class 67 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147538160.000000 Penalty: 228955.437500
Iteration 184Q: 67 clusters Score -1.475382e+08 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 15369 members 
Mstep: Class 3 contains 27093 members 
Mstep: Class 4 contains 35823 members 
Mstep: Class 5 contains 21389 members 
Mstep: Class 6 contains 1531 members 
Mstep: Class 7 contains 2492 members 
Mstep: Class 8 contains 48680 members 
Mstep: Class 9 contains 29953 members 
Mstep: Class 10 contains 12123 members 
Mstep: Class 11 contains 4396 members 
Mstep: Class 12 contains 225587 members 
Mstep: Class 13 contains 9348 members 
Mstep: Class 14 contains 5316 members 
Mstep: Class 15 contains 26995 members 
Mstep: Class 16 contains 9434 members 
Mstep: Class 17 contains 10099 members 
Mstep: Class 18 contains 8382 members 
Mstep: Class 19 contains 163282 members 
Mstep: Class 20 contains 41586 members 
Mstep: Class 21 contains 12776 members 
Mstep: Class 22 contains 230 members 
Mstep: Class 23 contains 10773 members 
Mstep: Class 24 contains 4143 members 
Mstep: Class 25 contains 6688 members 
Mstep: Class 26 contains 60478 members 
Mstep: Class 27 contains 9622 members 
Mstep: Class 28 contains 6861 members 
Mstep: Class 29 contains 5292 members 
Mstep: Class 30 contains 8663 members 
Mstep: Class 31 contains 339 members 
Mstep: Class 32 contains 1146 members 
Mstep: Class 33 contains 1802 members 
Mstep: Class 34 contains 8717 members 
Mstep: Class 35 contains 197298 members 
Mstep: Class 36 contains 2878 members 
Mstep: Class 37 contains 4609 members 
Mstep: Class 38 contains 2495 members 
Mstep: Class 39 contains 258 members 
Mstep: Class 40 contains 9941 members 
Mstep: Class 41 contains 27273 members 
Mstep: Class 42 contains 5080 members 
Mstep: Class 43 contains 12590 members 
Mstep: Class 44 contains 848 members 
Mstep: Class 45 contains 3734 members 
Mstep: Class 46 contains 1443 members 
Mstep: Class 47 contains 13811 members 
Mstep: Class 48 contains 384 members 
Mstep: Class 49 contains 4136 members 
Mstep: Class 50 contains 427 members 
Mstep: Class 51 contains 818 members 
Mstep: Class 52 contains 37878 members 
Mstep: Class 53 contains 268 members 
Mstep: Class 54 contains 7280 members 
Mstep: Class 55 contains 459 members 
Mstep: Class 56 contains 6167 members 
Mstep: Class 57 contains 2955 members 
Mstep: Class 59 contains 407 members 
Mstep: Class 60 contains 1015 members 
Mstep: Class 61 contains 399 members 
Mstep: Class 62 contains 467 members 
Mstep: Class 63 contains 665 members 
Mstep: Class 64 contains 597 members 
Mstep: Class 65 contains 1089 members 
Mstep: Class 66 contains 433 members 
Mstep: Class 67 contains 387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147538384.000000 Penalty: 228955.437500
Iteration 185Q: 67 clusters Score -1.475384e+08 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 15369 members 
Mstep: Class 3 contains 27091 members 
Mstep: Class 4 contains 35824 members 
Mstep: Class 5 contains 21385 members 
Mstep: Class 6 contains 1532 members 
Mstep: Class 7 contains 2492 members 
Mstep: Class 8 contains 48689 members 
Mstep: Class 9 contains 29952 members 
Mstep: Class 10 contains 12121 members 
Mstep: Class 11 contains 4396 members 
Mstep: Class 12 contains 225591 members 
Mstep: Class 13 contains 9348 members 
Mstep: Class 14 contains 5316 members 
Mstep: Class 15 contains 26994 members 
Mstep: Class 16 contains 9434 members 
Mstep: Class 17 contains 10093 members 
Mstep: Class 18 contains 8381 members 
Mstep: Class 19 contains 163271 members 
Mstep: Class 20 contains 41582 members 
Mstep: Class 21 contains 12772 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 10773 members 
Mstep: Class 24 contains 4143 members 
Mstep: Class 25 contains 6689 members 
Mstep: Class 26 contains 60477 members 
Mstep: Class 27 contains 9623 members 
Mstep: Class 28 contains 6859 members 
Mstep: Class 29 contains 5292 members 
Mstep: Class 30 contains 8663 members 
Mstep: Class 31 contains 339 members 
Mstep: Class 32 contains 1146 members 
Mstep: Class 33 contains 1802 members 
Mstep: Class 34 contains 8716 members 
Mstep: Class 35 contains 197300 members 
Mstep: Class 36 contains 2878 members 
Mstep: Class 37 contains 4609 members 
Mstep: Class 38 contains 2495 members 
Mstep: Class 39 contains 258 members 
Mstep: Class 40 contains 9942 members 
Mstep: Class 41 contains 27274 members 
Mstep: Class 42 contains 5081 members 
Mstep: Class 43 contains 12591 members 
Mstep: Class 44 contains 869 members 
Mstep: Class 45 contains 3734 members 
Mstep: Class 46 contains 1443 members 
Mstep: Class 47 contains 13811 members 
Mstep: Class 48 contains 384 members 
Mstep: Class 49 contains 4137 members 
Mstep: Class 50 contains 432 members 
Mstep: Class 51 contains 818 members 
Mstep: Class 52 contains 37894 members 
Mstep: Class 53 contains 268 members 
Mstep: Class 54 contains 7280 members 
Mstep: Class 55 contains 459 members 
Mstep: Class 56 contains 6137 members 
Mstep: Class 57 contains 2956 members 
Mstep: Class 59 contains 407 members 
Mstep: Class 60 contains 1015 members 
Mstep: Class 61 contains 399 members 
Mstep: Class 62 contains 469 members 
Mstep: Class 63 contains 665 members 
Mstep: Class 64 contains 596 members 
Mstep: Class 65 contains 1090 members 
Mstep: Class 66 contains 433 members 
Mstep: Class 67 contains 387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147538448.000000 Penalty: 228955.437500
Iteration 186Q: 67 clusters Score -1.475384e+08 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 15369 members 
Mstep: Class 3 contains 27090 members 
Mstep: Class 4 contains 35824 members 
Mstep: Class 5 contains 21382 members 
Mstep: Class 6 contains 1529 members 
Mstep: Class 7 contains 2492 members 
Mstep: Class 8 contains 48687 members 
Mstep: Class 9 contains 29950 members 
Mstep: Class 10 contains 12121 members 
Mstep: Class 11 contains 4396 members 
Mstep: Class 12 contains 225594 members 
Mstep: Class 13 contains 9346 members 
Mstep: Class 14 contains 5315 members 
Mstep: Class 15 contains 26994 members 
Mstep: Class 16 contains 9434 members 
Mstep: Class 17 contains 10084 members 
Mstep: Class 18 contains 8381 members 
Mstep: Class 19 contains 163264 members 
Mstep: Class 20 contains 41579 members 
Mstep: Class 21 contains 12770 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 10773 members 
Mstep: Class 24 contains 4143 members 
Mstep: Class 25 contains 6692 members 
Mstep: Class 26 contains 60477 members 
Mstep: Class 27 contains 9624 members 
Mstep: Class 28 contains 6861 members 
Mstep: Class 29 contains 5293 members 
Mstep: Class 30 contains 8664 members 
Mstep: Class 31 contains 339 members 
Mstep: Class 32 contains 1148 members 
Mstep: Class 33 contains 1802 members 
Mstep: Class 34 contains 8715 members 
Mstep: Class 35 contains 197295 members 
Mstep: Class 36 contains 2878 members 
Mstep: Class 37 contains 4609 members 
Mstep: Class 38 contains 2495 members 
Mstep: Class 39 contains 258 members 
Mstep: Class 40 contains 9944 members 
Mstep: Class 41 contains 27274 members 
Mstep: Class 42 contains 5082 members 
Mstep: Class 43 contains 12592 members 
Mstep: Class 44 contains 888 members 
Mstep: Class 45 contains 3735 members 
Mstep: Class 46 contains 1444 members 
Mstep: Class 47 contains 13813 members 
Mstep: Class 48 contains 384 members 
Mstep: Class 49 contains 4137 members 
Mstep: Class 50 contains 435 members 
Mstep: Class 51 contains 818 members 
Mstep: Class 52 contains 37914 members 
Mstep: Class 53 contains 268 members 
Mstep: Class 54 contains 7279 members 
Mstep: Class 55 contains 459 members 
Mstep: Class 56 contains 6115 members 
Mstep: Class 57 contains 2957 members 
Mstep: Class 59 contains 407 members 
Mstep: Class 60 contains 1015 members 
Mstep: Class 61 contains 399 members 
Mstep: Class 62 contains 469 members 
Mstep: Class 63 contains 665 members 
Mstep: Class 64 contains 595 members 
Mstep: Class 65 contains 1090 members 
Mstep: Class 66 contains 434 members 
Mstep: Class 67 contains 387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147538352.000000 Penalty: 228955.437500
Iteration 187Q: 67 clusters Score -1.475384e+08 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 15369 members 
Mstep: Class 3 contains 27089 members 
Mstep: Class 4 contains 35824 members 
Mstep: Class 5 contains 21383 members 
Mstep: Class 6 contains 1526 members 
Mstep: Class 7 contains 2492 members 
Mstep: Class 8 contains 48683 members 
Mstep: Class 9 contains 29950 members 
Mstep: Class 10 contains 12121 members 
Mstep: Class 11 contains 4396 members 
Mstep: Class 12 contains 225590 members 
Mstep: Class 13 contains 9345 members 
Mstep: Class 14 contains 5315 members 
Mstep: Class 15 contains 26994 members 
Mstep: Class 16 contains 9436 members 
Mstep: Class 17 contains 10077 members 
Mstep: Class 18 contains 8383 members 
Mstep: Class 19 contains 163251 members 
Mstep: Class 20 contains 41580 members 
Mstep: Class 21 contains 12768 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 10773 members 
Mstep: Class 24 contains 4143 members 
Mstep: Class 25 contains 6696 members 
Mstep: Class 26 contains 60478 members 
Mstep: Class 27 contains 9623 members 
Mstep: Class 28 contains 6861 members 
Mstep: Class 29 contains 5294 members 
Mstep: Class 30 contains 8664 members 
Mstep: Class 31 contains 339 members 
Mstep: Class 32 contains 1151 members 
Mstep: Class 33 contains 1802 members 
Mstep: Class 34 contains 8714 members 
Mstep: Class 35 contains 197296 members 
Mstep: Class 36 contains 2878 members 
Mstep: Class 37 contains 4609 members 
Mstep: Class 38 contains 2495 members 
Mstep: Class 39 contains 258 members 
Mstep: Class 40 contains 9944 members 
Mstep: Class 41 contains 27274 members 
Mstep: Class 42 contains 5083 members 
Mstep: Class 43 contains 12592 members 
Mstep: Class 44 contains 903 members 
Mstep: Class 45 contains 3735 members 
Mstep: Class 46 contains 1445 members 
Mstep: Class 47 contains 13814 members 
Mstep: Class 48 contains 384 members 
Mstep: Class 49 contains 4137 members 
Mstep: Class 50 contains 441 members 
Mstep: Class 51 contains 818 members 
Mstep: Class 52 contains 37933 members 
Mstep: Class 53 contains 268 members 
Mstep: Class 54 contains 7279 members 
Mstep: Class 55 contains 459 members 
Mstep: Class 56 contains 6097 members 
Mstep: Class 57 contains 2957 members 
Mstep: Class 59 contains 407 members 
Mstep: Class 60 contains 1015 members 
Mstep: Class 61 contains 399 members 
Mstep: Class 62 contains 468 members 
Mstep: Class 63 contains 665 members 
Mstep: Class 64 contains 593 members 
Mstep: Class 65 contains 1090 members 
Mstep: Class 66 contains 434 members 
Mstep: Class 67 contains 386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147538512.000000 Penalty: 228955.437500
Iteration 188Q: 67 clusters Score -1.475385e+08 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 15369 members 
Mstep: Class 3 contains 27088 members 
Mstep: Class 4 contains 35824 members 
Mstep: Class 5 contains 21382 members 
Mstep: Class 6 contains 1524 members 
Mstep: Class 7 contains 2492 members 
Mstep: Class 8 contains 48682 members 
Mstep: Class 9 contains 29950 members 
Mstep: Class 10 contains 12121 members 
Mstep: Class 11 contains 4396 members 
Mstep: Class 12 contains 225591 members 
Mstep: Class 13 contains 9340 members 
Mstep: Class 14 contains 5315 members 
Mstep: Class 15 contains 26994 members 
Mstep: Class 16 contains 9440 members 
Mstep: Class 17 contains 10072 members 
Mstep: Class 18 contains 8383 members 
Mstep: Class 19 contains 163243 members 
Mstep: Class 20 contains 41579 members 
Mstep: Class 21 contains 12763 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 10773 members 
Mstep: Class 24 contains 4143 members 
Mstep: Class 25 contains 6701 members 
Mstep: Class 26 contains 60480 members 
Mstep: Class 27 contains 9623 members 
Mstep: Class 28 contains 6861 members 
Mstep: Class 29 contains 5296 members 
Mstep: Class 30 contains 8664 members 
Mstep: Class 31 contains 339 members 
Mstep: Class 32 contains 1150 members 
Mstep: Class 33 contains 1802 members 
Mstep: Class 34 contains 8714 members 
Mstep: Class 35 contains 197296 members 
Mstep: Class 36 contains 2878 members 
Mstep: Class 37 contains 4610 members 
Mstep: Class 38 contains 2495 members 
Mstep: Class 39 contains 258 members 
Mstep: Class 40 contains 9943 members 
Mstep: Class 41 contains 27274 members 
Mstep: Class 42 contains 5084 members 
Mstep: Class 43 contains 12592 members 
Mstep: Class 44 contains 916 members 
Mstep: Class 45 contains 3734 members 
Mstep: Class 46 contains 1447 members 
Mstep: Class 47 contains 13817 members 
Mstep: Class 48 contains 384 members 
Mstep: Class 49 contains 4137 members 
Mstep: Class 50 contains 441 members 
Mstep: Class 51 contains 818 members 
Mstep: Class 52 contains 37941 members 
Mstep: Class 53 contains 268 members 
Mstep: Class 54 contains 7281 members 
Mstep: Class 55 contains 460 members 
Mstep: Class 56 contains 6084 members 
Mstep: Class 57 contains 2957 members 
Mstep: Class 59 contains 407 members 
Mstep: Class 60 contains 1015 members 
Mstep: Class 61 contains 399 members 
Mstep: Class 62 contains 469 members 
Mstep: Class 63 contains 665 members 
Mstep: Class 64 contains 592 members 
Mstep: Class 65 contains 1090 members 
Mstep: Class 66 contains 434 members 
Mstep: Class 67 contains 386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147538576.000000 Penalty: 228955.437500
Iteration 189Q: 67 clusters Score -1.475386e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 15369 members 
Mstep: Class 3 contains 27088 members 
Mstep: Class 4 contains 35824 members 
Mstep: Class 5 contains 21381 members 
Mstep: Class 6 contains 1519 members 
Mstep: Class 7 contains 2492 members 
Mstep: Class 8 contains 48690 members 
Mstep: Class 9 contains 29950 members 
Mstep: Class 10 contains 12121 members 
Mstep: Class 11 contains 4396 members 
Mstep: Class 12 contains 225590 members 
Mstep: Class 13 contains 9337 members 
Mstep: Class 14 contains 5315 members 
Mstep: Class 15 contains 26994 members 
Mstep: Class 16 contains 9440 members 
Mstep: Class 17 contains 10066 members 
Mstep: Class 18 contains 8383 members 
Mstep: Class 19 contains 163239 members 
Mstep: Class 20 contains 41579 members 
Mstep: Class 21 contains 12758 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 10773 members 
Mstep: Class 24 contains 4143 members 
Mstep: Class 25 contains 6702 members 
Mstep: Class 26 contains 60482 members 
Mstep: Class 27 contains 9623 members 
Mstep: Class 28 contains 6861 members 
Mstep: Class 29 contains 5296 members 
Mstep: Class 30 contains 8664 members 
Mstep: Class 31 contains 339 members 
Mstep: Class 32 contains 1148 members 
Mstep: Class 33 contains 1802 members 
Mstep: Class 34 contains 8715 members 
Mstep: Class 35 contains 197297 members 
Mstep: Class 36 contains 2879 members 
Mstep: Class 37 contains 4610 members 
Mstep: Class 38 contains 2495 members 
Mstep: Class 39 contains 258 members 
Mstep: Class 40 contains 9941 members 
Mstep: Class 41 contains 27274 members 
Mstep: Class 42 contains 5085 members 
Mstep: Class 43 contains 12592 members 
Mstep: Class 44 contains 926 members 
Mstep: Class 45 contains 3732 members 
Mstep: Class 46 contains 1448 members 
Mstep: Class 47 contains 13817 members 
Mstep: Class 48 contains 384 members 
Mstep: Class 49 contains 4137 members 
Mstep: Class 50 contains 441 members 
Mstep: Class 51 contains 818 members 
Mstep: Class 52 contains 37952 members 
Mstep: Class 53 contains 268 members 
Mstep: Class 54 contains 7279 members 
Mstep: Class 55 contains 461 members 
Mstep: Class 56 contains 6079 members 
Mstep: Class 57 contains 2957 members 
Mstep: Class 59 contains 407 members 
Mstep: Class 60 contains 1015 members 
Mstep: Class 61 contains 399 members 
Mstep: Class 62 contains 469 members 
Mstep: Class 63 contains 665 members 
Mstep: Class 64 contains 593 members 
Mstep: Class 65 contains 1090 members 
Mstep: Class 66 contains 434 members 
Mstep: Class 67 contains 385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147538576.000000 Penalty: 228955.437500
Iteration 190Q: 67 clusters Score -1.475386e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 15368 members 
Mstep: Class 3 contains 27085 members 
Mstep: Class 4 contains 35824 members 
Mstep: Class 5 contains 21381 members 
Mstep: Class 6 contains 1513 members 
Mstep: Class 7 contains 2492 members 
Mstep: Class 8 contains 48696 members 
Mstep: Class 9 contains 29949 members 
Mstep: Class 10 contains 12121 members 
Mstep: Class 11 contains 4396 members 
Mstep: Class 12 contains 225588 members 
Mstep: Class 13 contains 9334 members 
Mstep: Class 14 contains 5315 members 
Mstep: Class 15 contains 26994 members 
Mstep: Class 16 contains 9439 members 
Mstep: Class 17 contains 10059 members 
Mstep: Class 18 contains 8383 members 
Mstep: Class 19 contains 163239 members 
Mstep: Class 20 contains 41581 members 
Mstep: Class 21 contains 12755 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 10773 members 
Mstep: Class 24 contains 4143 members 
Mstep: Class 25 contains 6705 members 
Mstep: Class 26 contains 60480 members 
Mstep: Class 27 contains 9624 members 
Mstep: Class 28 contains 6861 members 
Mstep: Class 29 contains 5297 members 
Mstep: Class 30 contains 8664 members 
Mstep: Class 31 contains 339 members 
Mstep: Class 32 contains 1148 members 
Mstep: Class 33 contains 1802 members 
Mstep: Class 34 contains 8716 members 
Mstep: Class 35 contains 197296 members 
Mstep: Class 36 contains 2879 members 
Mstep: Class 37 contains 4610 members 
Mstep: Class 38 contains 2495 members 
Mstep: Class 39 contains 258 members 
Mstep: Class 40 contains 9942 members 
Mstep: Class 41 contains 27274 members 
Mstep: Class 42 contains 5084 members 
Mstep: Class 43 contains 12592 members 
Mstep: Class 44 contains 937 members 
Mstep: Class 45 contains 3732 members 
Mstep: Class 46 contains 1449 members 
Mstep: Class 47 contains 13817 members 
Mstep: Class 48 contains 384 members 
Mstep: Class 49 contains 4137 members 
Mstep: Class 50 contains 441 members 
Mstep: Class 51 contains 818 members 
Mstep: Class 52 contains 37962 members 
Mstep: Class 53 contains 268 members 
Mstep: Class 54 contains 7279 members 
Mstep: Class 55 contains 461 members 
Mstep: Class 56 contains 6072 members 
Mstep: Class 57 contains 2957 members 
Mstep: Class 59 contains 407 members 
Mstep: Class 60 contains 1015 members 
Mstep: Class 61 contains 399 members 
Mstep: Class 62 contains 469 members 
Mstep: Class 63 contains 665 members 
Mstep: Class 64 contains 594 members 
Mstep: Class 65 contains 1090 members 
Mstep: Class 66 contains 434 members 
Mstep: Class 67 contains 385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147538704.000000 Penalty: 228955.437500
Iteration 191Q: 67 clusters Score -1.475387e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 15368 members 
Mstep: Class 3 contains 27083 members 
Mstep: Class 4 contains 35825 members 
Mstep: Class 5 contains 21380 members 
Mstep: Class 6 contains 1513 members 
Mstep: Class 7 contains 2492 members 
Mstep: Class 8 contains 48703 members 
Mstep: Class 9 contains 29949 members 
Mstep: Class 10 contains 12120 members 
Mstep: Class 11 contains 4396 members 
Mstep: Class 12 contains 225587 members 
Mstep: Class 13 contains 9331 members 
Mstep: Class 14 contains 5315 members 
Mstep: Class 15 contains 26994 members 
Mstep: Class 16 contains 9438 members 
Mstep: Class 17 contains 10056 members 
Mstep: Class 18 contains 8383 members 
Mstep: Class 19 contains 163234 members 
Mstep: Class 20 contains 41582 members 
Mstep: Class 21 contains 12753 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 10773 members 
Mstep: Class 24 contains 4143 members 
Mstep: Class 25 contains 6707 members 
Mstep: Class 26 contains 60480 members 
Mstep: Class 27 contains 9624 members 
Mstep: Class 28 contains 6861 members 
Mstep: Class 29 contains 5297 members 
Mstep: Class 30 contains 8664 members 
Mstep: Class 31 contains 339 members 
Mstep: Class 32 contains 1147 members 
Mstep: Class 33 contains 1802 members 
Mstep: Class 34 contains 8716 members 
Mstep: Class 35 contains 197294 members 
Mstep: Class 36 contains 2879 members 
Mstep: Class 37 contains 4610 members 
Mstep: Class 38 contains 2495 members 
Mstep: Class 39 contains 258 members 
Mstep: Class 40 contains 9943 members 
Mstep: Class 41 contains 27274 members 
Mstep: Class 42 contains 5083 members 
Mstep: Class 43 contains 12593 members 
Mstep: Class 44 contains 941 members 
Mstep: Class 45 contains 3732 members 
Mstep: Class 46 contains 1450 members 
Mstep: Class 47 contains 13817 members 
Mstep: Class 48 contains 384 members 
Mstep: Class 49 contains 4137 members 
Mstep: Class 50 contains 438 members 
Mstep: Class 51 contains 818 members 
Mstep: Class 52 contains 37971 members 
Mstep: Class 53 contains 268 members 
Mstep: Class 54 contains 7278 members 
Mstep: Class 55 contains 461 members 
Mstep: Class 56 contains 6069 members 
Mstep: Class 57 contains 2957 members 
Mstep: Class 59 contains 407 members 
Mstep: Class 60 contains 1015 members 
Mstep: Class 61 contains 399 members 
Mstep: Class 62 contains 469 members 
Mstep: Class 63 contains 664 members 
Mstep: Class 64 contains 596 members 
Mstep: Class 65 contains 1091 members 
Mstep: Class 66 contains 434 members 
Mstep: Class 67 contains 385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147538736.000000 Penalty: 228955.437500
Iteration 192Q: 67 clusters Score -1.475387e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 15368 members 
Mstep: Class 3 contains 27082 members 
Mstep: Class 4 contains 35826 members 
Mstep: Class 5 contains 21380 members 
Mstep: Class 6 contains 1514 members 
Mstep: Class 7 contains 2492 members 
Mstep: Class 8 contains 48706 members 
Mstep: Class 9 contains 29948 members 
Mstep: Class 10 contains 12119 members 
Mstep: Class 11 contains 4396 members 
Mstep: Class 12 contains 225588 members 
Mstep: Class 13 contains 9329 members 
Mstep: Class 14 contains 5315 members 
Mstep: Class 15 contains 26994 members 
Mstep: Class 16 contains 9438 members 
Mstep: Class 17 contains 10048 members 
Mstep: Class 18 contains 8383 members 
Mstep: Class 19 contains 163230 members 
Mstep: Class 20 contains 41581 members 
Mstep: Class 21 contains 12751 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 10773 members 
Mstep: Class 24 contains 4143 members 
Mstep: Class 25 contains 6708 members 
Mstep: Class 26 contains 60481 members 
Mstep: Class 27 contains 9622 members 
Mstep: Class 28 contains 6861 members 
Mstep: Class 29 contains 5297 members 
Mstep: Class 30 contains 8664 members 
Mstep: Class 31 contains 339 members 
Mstep: Class 32 contains 1147 members 
Mstep: Class 33 contains 1802 members 
Mstep: Class 34 contains 8716 members 
Mstep: Class 35 contains 197296 members 
Mstep: Class 36 contains 2880 members 
Mstep: Class 37 contains 4610 members 
Mstep: Class 38 contains 2495 members 
Mstep: Class 39 contains 258 members 
Mstep: Class 40 contains 9942 members 
Mstep: Class 41 contains 27274 members 
Mstep: Class 42 contains 5083 members 
Mstep: Class 43 contains 12594 members 
Mstep: Class 44 contains 942 members 
Mstep: Class 45 contains 3732 members 
Mstep: Class 46 contains 1450 members 
Mstep: Class 47 contains 13817 members 
Mstep: Class 48 contains 384 members 
Mstep: Class 49 contains 4137 members 
Mstep: Class 50 contains 437 members 
Mstep: Class 51 contains 818 members 
Mstep: Class 52 contains 37982 members 
Mstep: Class 53 contains 268 members 
Mstep: Class 54 contains 7277 members 
Mstep: Class 55 contains 461 members 
Mstep: Class 56 contains 6065 members 
Mstep: Class 57 contains 2957 members 
Mstep: Class 59 contains 407 members 
Mstep: Class 60 contains 1015 members 
Mstep: Class 61 contains 399 members 
Mstep: Class 62 contains 469 members 
Mstep: Class 63 contains 664 members 
Mstep: Class 64 contains 599 members 
Mstep: Class 65 contains 1091 members 
Mstep: Class 66 contains 434 members 
Mstep: Class 67 contains 385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147538720.000000 Penalty: 228955.437500
Iteration 193Q: 67 clusters Score -1.475387e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 15369 members 
Mstep: Class 3 contains 27080 members 
Mstep: Class 4 contains 35825 members 
Mstep: Class 5 contains 21379 members 
Mstep: Class 6 contains 1510 members 
Mstep: Class 7 contains 2492 members 
Mstep: Class 8 contains 48704 members 
Mstep: Class 9 contains 29948 members 
Mstep: Class 10 contains 12119 members 
Mstep: Class 11 contains 4396 members 
Mstep: Class 12 contains 225591 members 
Mstep: Class 13 contains 9325 members 
Mstep: Class 14 contains 5315 members 
Mstep: Class 15 contains 26995 members 
Mstep: Class 16 contains 9436 members 
Mstep: Class 17 contains 10046 members 
Mstep: Class 18 contains 8383 members 
Mstep: Class 19 contains 163228 members 
Mstep: Class 20 contains 41580 members 
Mstep: Class 21 contains 12751 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 10773 members 
Mstep: Class 24 contains 4143 members 
Mstep: Class 25 contains 6708 members 
Mstep: Class 26 contains 60483 members 
Mstep: Class 27 contains 9623 members 
Mstep: Class 28 contains 6861 members 
Mstep: Class 29 contains 5297 members 
Mstep: Class 30 contains 8664 members 
Mstep: Class 31 contains 339 members 
Mstep: Class 32 contains 1147 members 
Mstep: Class 33 contains 1802 members 
Mstep: Class 34 contains 8716 members 
Mstep: Class 35 contains 197293 members 
Mstep: Class 36 contains 2883 members 
Mstep: Class 37 contains 4610 members 
Mstep: Class 38 contains 2495 members 
Mstep: Class 39 contains 258 members 
Mstep: Class 40 contains 9942 members 
Mstep: Class 41 contains 27274 members 
Mstep: Class 42 contains 5083 members 
Mstep: Class 43 contains 12594 members 
Mstep: Class 44 contains 944 members 
Mstep: Class 45 contains 3732 members 
Mstep: Class 46 contains 1450 members 
Mstep: Class 47 contains 13818 members 
Mstep: Class 48 contains 384 members 
Mstep: Class 49 contains 4137 members 
Mstep: Class 50 contains 434 members 
Mstep: Class 51 contains 818 members 
Mstep: Class 52 contains 37988 members 
Mstep: Class 53 contains 268 members 
Mstep: Class 54 contains 7277 members 
Mstep: Class 55 contains 461 members 
Mstep: Class 56 contains 6066 members 
Mstep: Class 57 contains 2957 members 
Mstep: Class 59 contains 407 members 
Mstep: Class 60 contains 1015 members 
Mstep: Class 61 contains 399 members 
Mstep: Class 62 contains 469 members 
Mstep: Class 63 contains 664 members 
Mstep: Class 64 contains 603 members 
Mstep: Class 65 contains 1091 members 
Mstep: Class 66 contains 434 members 
Mstep: Class 67 contains 385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147538800.000000 Penalty: 228955.437500
Iteration 194Q: 67 clusters Score -1.475388e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 15370 members 
Mstep: Class 3 contains 27079 members 
Mstep: Class 4 contains 35823 members 
Mstep: Class 5 contains 21378 members 
Mstep: Class 6 contains 1508 members 
Mstep: Class 7 contains 2492 members 
Mstep: Class 8 contains 48707 members 
Mstep: Class 9 contains 29950 members 
Mstep: Class 10 contains 12118 members 
Mstep: Class 11 contains 4396 members 
Mstep: Class 12 contains 225591 members 
Mstep: Class 13 contains 9323 members 
Mstep: Class 14 contains 5315 members 
Mstep: Class 15 contains 26996 members 
Mstep: Class 16 contains 9435 members 
Mstep: Class 17 contains 10045 members 
Mstep: Class 18 contains 8383 members 
Mstep: Class 19 contains 163226 members 
Mstep: Class 20 contains 41577 members 
Mstep: Class 21 contains 12748 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 10773 members 
Mstep: Class 24 contains 4143 members 
Mstep: Class 25 contains 6710 members 
Mstep: Class 26 contains 60486 members 
Mstep: Class 27 contains 9624 members 
Mstep: Class 28 contains 6861 members 
Mstep: Class 29 contains 5297 members 
Mstep: Class 30 contains 8664 members 
Mstep: Class 31 contains 339 members 
Mstep: Class 32 contains 1147 members 
Mstep: Class 33 contains 1802 members 
Mstep: Class 34 contains 8715 members 
Mstep: Class 35 contains 197293 members 
Mstep: Class 36 contains 2882 members 
Mstep: Class 37 contains 4610 members 
Mstep: Class 38 contains 2495 members 
Mstep: Class 39 contains 258 members 
Mstep: Class 40 contains 9942 members 
Mstep: Class 41 contains 27274 members 
Mstep: Class 42 contains 5083 members 
Mstep: Class 43 contains 12594 members 
Mstep: Class 44 contains 948 members 
Mstep: Class 45 contains 3732 members 
Mstep: Class 46 contains 1450 members 
Mstep: Class 47 contains 13819 members 
Mstep: Class 48 contains 384 members 
Mstep: Class 49 contains 4137 members 
Mstep: Class 50 contains 434 members 
Mstep: Class 51 contains 818 members 
Mstep: Class 52 contains 37989 members 
Mstep: Class 53 contains 268 members 
Mstep: Class 54 contains 7279 members 
Mstep: Class 55 contains 461 members 
Mstep: Class 56 contains 6060 members 
Mstep: Class 57 contains 2957 members 
Mstep: Class 59 contains 407 members 
Mstep: Class 60 contains 1015 members 
Mstep: Class 61 contains 399 members 
Mstep: Class 62 contains 469 members 
Mstep: Class 63 contains 664 members 
Mstep: Class 64 contains 607 members 
Mstep: Class 65 contains 1091 members 
Mstep: Class 66 contains 434 members 
Mstep: Class 67 contains 385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147539024.000000 Penalty: 228955.437500
Iteration 195Q: 67 clusters Score -1.47539e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 15369 members 
Mstep: Class 3 contains 27079 members 
Mstep: Class 4 contains 35824 members 
Mstep: Class 5 contains 21378 members 
Mstep: Class 6 contains 1508 members 
Mstep: Class 7 contains 2492 members 
Mstep: Class 8 contains 48710 members 
Mstep: Class 9 contains 29950 members 
Mstep: Class 10 contains 12117 members 
Mstep: Class 11 contains 4396 members 
Mstep: Class 12 contains 225591 members 
Mstep: Class 13 contains 9322 members 
Mstep: Class 14 contains 5315 members 
Mstep: Class 15 contains 26996 members 
Mstep: Class 16 contains 9431 members 
Mstep: Class 17 contains 10040 members 
Mstep: Class 18 contains 8383 members 
Mstep: Class 19 contains 163226 members 
Mstep: Class 20 contains 41575 members 
Mstep: Class 21 contains 12743 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 10773 members 
Mstep: Class 24 contains 4143 members 
Mstep: Class 25 contains 6714 members 
Mstep: Class 26 contains 60486 members 
Mstep: Class 27 contains 9624 members 
Mstep: Class 28 contains 6861 members 
Mstep: Class 29 contains 5297 members 
Mstep: Class 30 contains 8664 members 
Mstep: Class 31 contains 339 members 
Mstep: Class 32 contains 1147 members 
Mstep: Class 33 contains 1802 members 
Mstep: Class 34 contains 8715 members 
Mstep: Class 35 contains 197293 members 
Mstep: Class 36 contains 2883 members 
Mstep: Class 37 contains 4610 members 
Mstep: Class 38 contains 2495 members 
Mstep: Class 39 contains 258 members 
Mstep: Class 40 contains 9944 members 
Mstep: Class 41 contains 27273 members 
Mstep: Class 42 contains 5083 members 
Mstep: Class 43 contains 12594 members 
Mstep: Class 44 contains 954 members 
Mstep: Class 45 contains 3732 members 
Mstep: Class 46 contains 1450 members 
Mstep: Class 47 contains 13819 members 
Mstep: Class 48 contains 385 members 
Mstep: Class 49 contains 4137 members 
Mstep: Class 50 contains 435 members 
Mstep: Class 51 contains 818 members 
Mstep: Class 52 contains 37994 members 
Mstep: Class 53 contains 268 members 
Mstep: Class 54 contains 7280 members 
Mstep: Class 55 contains 461 members 
Mstep: Class 56 contains 6050 members 
Mstep: Class 57 contains 2957 members 
Mstep: Class 59 contains 407 members 
Mstep: Class 60 contains 1015 members 
Mstep: Class 61 contains 399 members 
Mstep: Class 62 contains 470 members 
Mstep: Class 63 contains 664 members 
Mstep: Class 64 contains 608 members 
Mstep: Class 65 contains 1091 members 
Mstep: Class 66 contains 434 members 
Mstep: Class 67 contains 385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147539328.000000 Penalty: 228955.437500
Iteration 196Q: 67 clusters Score -1.475393e+08 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 15369 members 
Mstep: Class 3 contains 27079 members 
Mstep: Class 4 contains 35826 members 
Mstep: Class 5 contains 21378 members 
Mstep: Class 6 contains 1507 members 
Mstep: Class 7 contains 2492 members 
Mstep: Class 8 contains 48705 members 
Mstep: Class 9 contains 29949 members 
Mstep: Class 10 contains 12116 members 
Mstep: Class 11 contains 4396 members 
Mstep: Class 12 contains 225591 members 
Mstep: Class 13 contains 9320 members 
Mstep: Class 14 contains 5315 members 
Mstep: Class 15 contains 26996 members 
Mstep: Class 16 contains 9430 members 
Mstep: Class 17 contains 10034 members 
Mstep: Class 18 contains 8383 members 
Mstep: Class 19 contains 163222 members 
Mstep: Class 20 contains 41573 members 
Mstep: Class 21 contains 12741 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 10773 members 
Mstep: Class 24 contains 4143 members 
Mstep: Class 25 contains 6722 members 
Mstep: Class 26 contains 60487 members 
Mstep: Class 27 contains 9624 members 
Mstep: Class 28 contains 6861 members 
Mstep: Class 29 contains 5297 members 
Mstep: Class 30 contains 8664 members 
Mstep: Class 31 contains 339 members 
Mstep: Class 32 contains 1148 members 
Mstep: Class 33 contains 1802 members 
Mstep: Class 34 contains 8715 members 
Mstep: Class 35 contains 197292 members 
Mstep: Class 36 contains 2885 members 
Mstep: Class 37 contains 4610 members 
Mstep: Class 38 contains 2495 members 
Mstep: Class 39 contains 258 members 
Mstep: Class 40 contains 9945 members 
Mstep: Class 41 contains 27273 members 
Mstep: Class 42 contains 5083 members 
Mstep: Class 43 contains 12594 members 
Mstep: Class 44 contains 956 members 
Mstep: Class 45 contains 3732 members 
Mstep: Class 46 contains 1451 members 
Mstep: Class 47 contains 13820 members 
Mstep: Class 48 contains 384 members 
Mstep: Class 49 contains 4137 members 
Mstep: Class 50 contains 445 members 
Mstep: Class 51 contains 818 members 
Mstep: Class 52 contains 38002 members 
Mstep: Class 53 contains 268 members 
Mstep: Class 54 contains 7282 members 
Mstep: Class 55 contains 461 members 
Mstep: Class 56 contains 6036 members 
Mstep: Class 57 contains 2957 members 
Mstep: Class 59 contains 407 members 
Mstep: Class 60 contains 1015 members 
Mstep: Class 61 contains 399 members 
Mstep: Class 62 contains 472 members 
Mstep: Class 63 contains 664 members 
Mstep: Class 64 contains 608 members 
Mstep: Class 65 contains 1091 members 
Mstep: Class 66 contains 434 members 
Mstep: Class 67 contains 385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147539264.000000 Penalty: 228955.437500
Iteration 197Q: 67 clusters Score -1.475393e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 15369 members 
Mstep: Class 3 contains 27080 members 
Mstep: Class 4 contains 35828 members 
Mstep: Class 5 contains 21378 members 
Mstep: Class 6 contains 1505 members 
Mstep: Class 7 contains 2492 members 
Mstep: Class 8 contains 48701 members 
Mstep: Class 9 contains 29946 members 
Mstep: Class 10 contains 12116 members 
Mstep: Class 11 contains 4396 members 
Mstep: Class 12 contains 225592 members 
Mstep: Class 13 contains 9313 members 
Mstep: Class 14 contains 5314 members 
Mstep: Class 15 contains 26996 members 
Mstep: Class 16 contains 9431 members 
Mstep: Class 17 contains 10033 members 
Mstep: Class 18 contains 8383 members 
Mstep: Class 19 contains 163221 members 
Mstep: Class 20 contains 41572 members 
Mstep: Class 21 contains 12737 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 10773 members 
Mstep: Class 24 contains 4143 members 
Mstep: Class 25 contains 6728 members 
Mstep: Class 26 contains 60487 members 
Mstep: Class 27 contains 9623 members 
Mstep: Class 28 contains 6861 members 
Mstep: Class 29 contains 5297 members 
Mstep: Class 30 contains 8663 members 
Mstep: Class 31 contains 339 members 
Mstep: Class 32 contains 1148 members 
Mstep: Class 33 contains 1802 members 
Mstep: Class 34 contains 8714 members 
Mstep: Class 35 contains 197295 members 
Mstep: Class 36 contains 2887 members 
Mstep: Class 37 contains 4610 members 
Mstep: Class 38 contains 2495 members 
Mstep: Class 39 contains 258 members 
Mstep: Class 40 contains 9948 members 
Mstep: Class 41 contains 27273 members 
Mstep: Class 42 contains 5083 members 
Mstep: Class 43 contains 12594 members 
Mstep: Class 44 contains 954 members 
Mstep: Class 45 contains 3732 members 
Mstep: Class 46 contains 1452 members 
Mstep: Class 47 contains 13821 members 
Mstep: Class 48 contains 384 members 
Mstep: Class 49 contains 4137 members 
Mstep: Class 50 contains 465 members 
Mstep: Class 51 contains 818 members 
Mstep: Class 52 contains 38006 members 
Mstep: Class 53 contains 268 members 
Mstep: Class 54 contains 7283 members 
Mstep: Class 55 contains 461 members 
Mstep: Class 56 contains 6019 members 
Mstep: Class 57 contains 2957 members 
Mstep: Class 59 contains 407 members 
Mstep: Class 60 contains 1015 members 
Mstep: Class 61 contains 399 members 
Mstep: Class 62 contains 472 members 
Mstep: Class 63 contains 664 members 
Mstep: Class 64 contains 608 members 
Mstep: Class 65 contains 1091 members 
Mstep: Class 66 contains 434 members 
Mstep: Class 67 contains 385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147539264.000000 Penalty: 228955.437500
Iteration 198Q: 67 clusters Score -1.475393e+08 nChanged 58
Entering ConstructFrom: 
Score: -147539264.000000 Penalty: 228955.437500
Entering ConstructFrom: 
Trying to split cluster 1 (3322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Entering Unmasked Estep 
Score: -407875.687500 Penalty: 2010.863892
	Iteration 0F: 2 clusters Score -407875.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -404399.656250 Penalty: 4021.727783
	Iteration 0F: 3 clusters Score -404399.7 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -405085.875000 Penalty: 4021.727783
	Iteration 1F: 3 clusters Score -405085.9 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -405273.625000 Penalty: 4021.727783
	Iteration 2F: 3 clusters Score -405273.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -405418.156250 Penalty: 4021.727783
	Iteration 3F: 3 clusters Score -405418.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -405525.500000 Penalty: 4021.727783
	Iteration 4Q: 3 clusters Score -405525.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -405604.500000 Penalty: 4021.727783
	Iteration 5Q: 3 clusters Score -405604.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -405671.250000 Penalty: 4021.727783
	Iteration 6Q: 3 clusters Score -405671.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -405752.750000 Penalty: 4021.727783
	Iteration 7Q: 3 clusters Score -405752.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -405845.718750 Penalty: 4021.727783
	Iteration 8Q: 3 clusters Score -405845.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -405947.062500 Penalty: 4021.727783
	Iteration 9Q: 3 clusters Score -405947.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -406048.156250 Penalty: 4021.727783
	Iteration 10Q: 3 clusters Score -406048.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -406132.812500 Penalty: 4021.727783
	Iteration 11Q: 3 clusters Score -406132.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -406200.062500 Penalty: 4021.727783
	Iteration 12Q: 3 clusters Score -406200.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -406264.062500 Penalty: 4021.727783
	Iteration 13Q: 3 clusters Score -406264.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -406316.687500 Penalty: 4021.727783
	Iteration 14Q: 3 clusters Score -406316.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -406364.000000 Penalty: 4021.727783
	Iteration 15Q: 3 clusters Score -406364 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -406396.250000 Penalty: 4021.727783
	Iteration 16Q: 3 clusters Score -406396.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -406427.687500 Penalty: 4021.727783
	Iteration 17Q: 3 clusters Score -406427.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -406456.250000 Penalty: 4021.727783
	Iteration 18Q: 3 clusters Score -406456.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -406468.125000 Penalty: 4021.727783
	Iteration 19Q: 3 clusters Score -406468.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -406480.750000 Penalty: 4021.727783
	Iteration 20F: 3 clusters Score -406480.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -406486.062500 Penalty: 4021.727783
	Iteration 21Q: 3 clusters Score -406486.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -406490.468750 Penalty: 4021.727783
	Iteration 22Q: 3 clusters Score -406490.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -406496.343750 Penalty: 4021.727783
	Iteration 23Q: 3 clusters Score -406496.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -406500.406250 Penalty: 4021.727783
	Iteration 24Q: 3 clusters Score -406500.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -406502.250000 Penalty: 4021.727783
	Iteration 25Q: 3 clusters Score -406502.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -406504.250000 Penalty: 4021.727783
	Iteration 26Q: 3 clusters Score -406504.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -406507.375000 Penalty: 4021.727783
	Iteration 27Q: 3 clusters Score -406507.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -406509.531250 Penalty: 4021.727783
	Iteration 28Q: 3 clusters Score -406509.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -406511.593750 Penalty: 4021.727783
	Iteration 29Q: 3 clusters Score -406511.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -406513.656250 Penalty: 4021.727783
	Iteration 30Q: 3 clusters Score -406513.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -406515.187500 Penalty: 4021.727783
	Iteration 31Q: 3 clusters Score -406515.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -406517.812500 Penalty: 4021.727783
	Iteration 32Q: 3 clusters Score -406517.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -406521.343750 Penalty: 4021.727783
	Iteration 33Q: 3 clusters Score -406521.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -406523.156250 Penalty: 4021.727783
	Iteration 34Q: 3 clusters Score -406523.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -406525.625000 Penalty: 4021.727783
	Iteration 35Q: 3 clusters Score -406525.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -406527.281250 Penalty: 4021.727783
	Iteration 36Q: 3 clusters Score -406527.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -406528.281250 Penalty: 4021.727783
	Iteration 37Q: 3 clusters Score -406528.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -406527.406250 Penalty: 4021.727783
	Iteration 38Q: 3 clusters Score -406527.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -406529.312500 Penalty: 4021.727783
	Iteration 39Q: 3 clusters Score -406529.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -406529.906250 Penalty: 4021.727783
	Iteration 40F: 3 clusters Score -406529.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -406529.781250 Penalty: 4021.727783
	Iteration 41Q: 3 clusters Score -406529.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -406529.781250 Penalty: 4021.727783
	Iteration 42F: 3 clusters Score -406529.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (15369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15369 members 
Entering Unmasked Estep 
Score: -1945086.375000 Penalty: 2390.746826
	Iteration 0F: 2 clusters Score -1945086 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -1933946.000000 Penalty: 4781.493652
	Iteration 0F: 3 clusters Score -1933946 nChanged 6613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -1937465.500000 Penalty: 4781.493652
	Iteration 1F: 3 clusters Score -1937466 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -1937839.000000 Penalty: 4781.493652
	Iteration 2F: 3 clusters Score -1937839 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -1938117.500000 Penalty: 4781.493652
	Iteration 3Q: 3 clusters Score -1938118 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -1938330.250000 Penalty: 4781.493652
	Iteration 4Q: 3 clusters Score -1938330 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -1938519.625000 Penalty: 4781.493652
	Iteration 5Q: 3 clusters Score -1938520 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -1938689.250000 Penalty: 4781.493652
	Iteration 6Q: 3 clusters Score -1938689 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -1938925.500000 Penalty: 4781.493652
	Iteration 7Q: 3 clusters Score -1938926 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -1939251.250000 Penalty: 4781.493652
	Iteration 8Q: 3 clusters Score -1939251 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -1939677.250000 Penalty: 4781.493652
	Iteration 9Q: 3 clusters Score -1939677 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10900 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -1940232.125000 Penalty: 4781.493652
	Iteration 10F: 3 clusters Score -1940232 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11642 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -1940857.125000 Penalty: 4781.493652
	Iteration 11F: 3 clusters Score -1940857 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12260 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -1941390.250000 Penalty: 4781.493652
	Iteration 12Q: 3 clusters Score -1941390 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12739 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -1941775.375000 Penalty: 4781.493652
	Iteration 13Q: 3 clusters Score -1941775 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13095 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -1942053.375000 Penalty: 4781.493652
	Iteration 14Q: 3 clusters Score -1942053 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13367 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -1942256.125000 Penalty: 4781.493652
	Iteration 15Q: 3 clusters Score -1942256 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13567 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -1942400.125000 Penalty: 4781.493652
	Iteration 16Q: 3 clusters Score -1942400 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13730 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -1942507.125000 Penalty: 4781.493652
	Iteration 17Q: 3 clusters Score -1942507 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13861 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -1942584.250000 Penalty: 4781.493652
	Iteration 18Q: 3 clusters Score -1942584 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13962 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -1942632.500000 Penalty: 4781.493652
	Iteration 19Q: 3 clusters Score -1942632 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14044 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -1942680.375000 Penalty: 4781.493652
	Iteration 20F: 3 clusters Score -1942680 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14108 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -1942701.500000 Penalty: 4781.493652
	Iteration 21Q: 3 clusters Score -1942702 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14155 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -1942727.500000 Penalty: 4781.493652
	Iteration 22Q: 3 clusters Score -1942728 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14199 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -1942747.000000 Penalty: 4781.493652
	Iteration 23Q: 3 clusters Score -1942747 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14234 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -1942769.750000 Penalty: 4781.493652
	Iteration 24Q: 3 clusters Score -1942770 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14259 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1942791.125000 Penalty: 4781.493652
	Iteration 25Q: 3 clusters Score -1942791 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14287 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -1942812.750000 Penalty: 4781.493652
	Iteration 26Q: 3 clusters Score -1942813 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14323 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -1942837.625000 Penalty: 4781.493652
	Iteration 27Q: 3 clusters Score -1942838 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14362 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -1942856.250000 Penalty: 4781.493652
	Iteration 28Q: 3 clusters Score -1942856 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14389 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -1942863.500000 Penalty: 4781.493652
	Iteration 29Q: 3 clusters Score -1942864 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14413 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -1942880.750000 Penalty: 4781.493652
	Iteration 30Q: 3 clusters Score -1942881 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14435 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -1942891.625000 Penalty: 4781.493652
	Iteration 31Q: 3 clusters Score -1942892 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14453 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -1942898.500000 Penalty: 4781.493652
	Iteration 32Q: 3 clusters Score -1942898 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14466 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -1942901.750000 Penalty: 4781.493652
	Iteration 33Q: 3 clusters Score -1942902 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14475 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -1942903.625000 Penalty: 4781.493652
	Iteration 34Q: 3 clusters Score -1942904 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14488 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1942914.000000 Penalty: 4781.493652
	Iteration 35Q: 3 clusters Score -1942914 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14498 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1942922.000000 Penalty: 4781.493652
	Iteration 36Q: 3 clusters Score -1942922 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14512 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1942929.000000 Penalty: 4781.493652
	Iteration 37Q: 3 clusters Score -1942929 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14529 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -1942936.875000 Penalty: 4781.493652
	Iteration 38Q: 3 clusters Score -1942937 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14548 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -1942949.875000 Penalty: 4781.493652
	Iteration 39Q: 3 clusters Score -1942950 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14566 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -1942962.125000 Penalty: 4781.493652
	Iteration 40F: 3 clusters Score -1942962 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14578 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -1942966.875000 Penalty: 4781.493652
	Iteration 41Q: 3 clusters Score -1942967 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14590 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -1942982.000000 Penalty: 4781.493652
	Iteration 42Q: 3 clusters Score -1942982 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14608 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -1942991.375000 Penalty: 4781.493652
	Iteration 43Q: 3 clusters Score -1942991 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14628 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1943001.375000 Penalty: 4781.493652
	Iteration 44Q: 3 clusters Score -1943001 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14643 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -1943010.125000 Penalty: 4781.493652
	Iteration 45Q: 3 clusters Score -1943010 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14654 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1943013.500000 Penalty: 4781.493652
	Iteration 46Q: 3 clusters Score -1943014 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14658 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1943013.875000 Penalty: 4781.493652
	Iteration 47Q: 3 clusters Score -1943014 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14661 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -1943015.750000 Penalty: 4781.493652
	Iteration 48Q: 3 clusters Score -1943016 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14661 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -1943015.750000 Penalty: 4781.493652
	Iteration 49F: 3 clusters Score -1943016 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (27081 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27081 members 
Entering Unmasked Estep 
Score: -3446759.750000 Penalty: 2531.233887
	Iteration 0F: 2 clusters Score -3446760 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13649 members 
Mstep: Class 2 contains 13432 members 
Entering Unmasked Estep 
Score: -3428268.000000 Penalty: 5062.467773
	Iteration 0F: 3 clusters Score -3428268 nChanged 12065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14326 members 
Mstep: Class 2 contains 12755 members 
Entering Unmasked Estep 
Score: -3434902.250000 Penalty: 5062.467773
	Iteration 1F: 3 clusters Score -3434902 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14708 members 
Mstep: Class 2 contains 12373 members 
Entering Unmasked Estep 
Score: -3435455.500000 Penalty: 5062.467773
	Iteration 2F: 3 clusters Score -3435456 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15207 members 
Mstep: Class 2 contains 11874 members 
Entering Unmasked Estep 
Score: -3436092.250000 Penalty: 5062.467773
	Iteration 3Q: 3 clusters Score -3436092 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15876 members 
Mstep: Class 2 contains 11205 members 
Entering Unmasked Estep 
Score: -3436845.000000 Penalty: 5062.467773
	Iteration 4F: 3 clusters Score -3436845 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16705 members 
Mstep: Class 2 contains 10376 members 
Entering Unmasked Estep 
Score: -3437837.000000 Penalty: 5062.467773
	Iteration 5F: 3 clusters Score -3437837 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17699 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -3439068.250000 Penalty: 5062.467773
	Iteration 6F: 3 clusters Score -3439068 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18757 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -3440397.500000 Penalty: 5062.467773
	Iteration 7F: 3 clusters Score -3440398 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19736 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -3441534.000000 Penalty: 5062.467773
	Iteration 8F: 3 clusters Score -3441534 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20561 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -3442489.000000 Penalty: 5062.467773
	Iteration 9Q: 3 clusters Score -3442489 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21222 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -3443135.500000 Penalty: 5062.467773
	Iteration 10Q: 3 clusters Score -3443136 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21817 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -3443647.750000 Penalty: 5062.467773
	Iteration 11Q: 3 clusters Score -3443648 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22322 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -3443997.250000 Penalty: 5062.467773
	Iteration 12Q: 3 clusters Score -3443997 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22769 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -3444307.250000 Penalty: 5062.467773
	Iteration 13Q: 3 clusters Score -3444307 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23159 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -3444537.750000 Penalty: 5062.467773
	Iteration 14Q: 3 clusters Score -3444538 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23490 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -3444731.250000 Penalty: 5062.467773
	Iteration 15Q: 3 clusters Score -3444731 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23762 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -3444870.250000 Penalty: 5062.467773
	Iteration 16Q: 3 clusters Score -3444870 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24024 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -3444999.000000 Penalty: 5062.467773
	Iteration 17Q: 3 clusters Score -3444999 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24243 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -3445098.500000 Penalty: 5062.467773
	Iteration 18Q: 3 clusters Score -3445098 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24401 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -3445164.250000 Penalty: 5062.467773
	Iteration 19Q: 3 clusters Score -3445164 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24551 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -3445243.750000 Penalty: 5062.467773
	Iteration 20F: 3 clusters Score -3445244 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24693 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -3445306.000000 Penalty: 5062.467773
	Iteration 21Q: 3 clusters Score -3445306 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24799 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -3445349.250000 Penalty: 5062.467773
	Iteration 22Q: 3 clusters Score -3445349 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24893 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -3445391.000000 Penalty: 5062.467773
	Iteration 23Q: 3 clusters Score -3445391 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24971 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -3445439.500000 Penalty: 5062.467773
	Iteration 24Q: 3 clusters Score -3445440 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25034 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -3445456.250000 Penalty: 5062.467773
	Iteration 25Q: 3 clusters Score -3445456 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25086 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -3445482.000000 Penalty: 5062.467773
	Iteration 26Q: 3 clusters Score -3445482 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25133 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -3445502.250000 Penalty: 5062.467773
	Iteration 27Q: 3 clusters Score -3445502 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25178 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -3445516.250000 Penalty: 5062.467773
	Iteration 28Q: 3 clusters Score -3445516 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25218 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -3445542.250000 Penalty: 5062.467773
	Iteration 29Q: 3 clusters Score -3445542 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25255 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -3445552.000000 Penalty: 5062.467773
	Iteration 30Q: 3 clusters Score -3445552 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25298 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -3445572.750000 Penalty: 5062.467773
	Iteration 31Q: 3 clusters Score -3445573 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25331 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -3445591.500000 Penalty: 5062.467773
	Iteration 32Q: 3 clusters Score -3445592 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25358 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -3445608.250000 Penalty: 5062.467773
	Iteration 33Q: 3 clusters Score -3445608 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25383 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -3445617.250000 Penalty: 5062.467773
	Iteration 34Q: 3 clusters Score -3445617 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25402 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -3445623.000000 Penalty: 5062.467773
	Iteration 35Q: 3 clusters Score -3445623 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25415 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -3445626.250000 Penalty: 5062.467773
	Iteration 36Q: 3 clusters Score -3445626 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25421 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -3445625.500000 Penalty: 5062.467773
	Iteration 37Q: 3 clusters Score -3445626 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25427 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -3445626.250000 Penalty: 5062.467773
	Iteration 38Q: 3 clusters Score -3445626 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25429 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -3445632.500000 Penalty: 5062.467773
	Iteration 39Q: 3 clusters Score -3445632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25431 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -3445632.000000 Penalty: 5062.467773
	Iteration 40F: 3 clusters Score -3445632 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25435 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -3445632.000000 Penalty: 5062.467773
	Iteration 41Q: 3 clusters Score -3445632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25437 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -3445628.000000 Penalty: 5062.467773
	Iteration 42Q: 3 clusters Score -3445628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25439 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -3445630.750000 Penalty: 5062.467773
	Iteration 43Q: 3 clusters Score -3445631 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25440 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -3445629.250000 Penalty: 5062.467773
	Iteration 44Q: 3 clusters Score -3445629 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25442 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -3445629.250000 Penalty: 5062.467773
	Iteration 45Q: 3 clusters Score -3445629 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25442 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -3445629.250000 Penalty: 5062.467773
	Iteration 46F: 3 clusters Score -3445629 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (35828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35828 members 
Entering Unmasked Estep 
Score: -4512721.000000 Penalty: 2600.648193
	Iteration 0F: 2 clusters Score -4512721 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17914 members 
Mstep: Class 2 contains 17914 members 
Entering Unmasked Estep 
Score: -4488403.500000 Penalty: 5201.296387
	Iteration 0F: 3 clusters Score -4488404 nChanged 16255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18121 members 
Mstep: Class 2 contains 17707 members 
Entering Unmasked Estep 
Score: -4497352.000000 Penalty: 5201.296387
	Iteration 1F: 3 clusters Score -4497352 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18360 members 
Mstep: Class 2 contains 17468 members 
Entering Unmasked Estep 
Score: -4497885.000000 Penalty: 5201.296387
	Iteration 2Q: 3 clusters Score -4497885 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18713 members 
Mstep: Class 2 contains 17115 members 
Entering Unmasked Estep 
Score: -4498475.500000 Penalty: 5201.296387
	Iteration 3Q: 3 clusters Score -4498476 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19230 members 
Mstep: Class 2 contains 16598 members 
Entering Unmasked Estep 
Score: -4499067.500000 Penalty: 5201.296387
	Iteration 4Q: 3 clusters Score -4499068 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19939 members 
Mstep: Class 2 contains 15889 members 
Entering Unmasked Estep 
Score: -4499792.000000 Penalty: 5201.296387
	Iteration 5Q: 3 clusters Score -4499792 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20819 members 
Mstep: Class 2 contains 15009 members 
Entering Unmasked Estep 
Score: -4500662.000000 Penalty: 5201.296387
	Iteration 6Q: 3 clusters Score -4500662 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21982 members 
Mstep: Class 2 contains 13846 members 
Entering Unmasked Estep 
Score: -4501705.500000 Penalty: 5201.296387
	Iteration 7F: 3 clusters Score -4501706 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23387 members 
Mstep: Class 2 contains 12441 members 
Entering Unmasked Estep 
Score: -4502972.000000 Penalty: 5201.296387
	Iteration 8F: 3 clusters Score -4502972 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24976 members 
Mstep: Class 2 contains 10852 members 
Entering Unmasked Estep 
Score: -4504466.500000 Penalty: 5201.296387
	Iteration 9F: 3 clusters Score -4504466 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26540 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -4506035.500000 Penalty: 5201.296387
	Iteration 10F: 3 clusters Score -4506036 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27882 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -4507410.000000 Penalty: 5201.296387
	Iteration 11Q: 3 clusters Score -4507410 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28962 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -4508441.500000 Penalty: 5201.296387
	Iteration 12Q: 3 clusters Score -4508442 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29777 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -4509159.000000 Penalty: 5201.296387
	Iteration 13Q: 3 clusters Score -4509159 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30406 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -4509681.500000 Penalty: 5201.296387
	Iteration 14Q: 3 clusters Score -4509682 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30913 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -4510036.500000 Penalty: 5201.296387
	Iteration 15Q: 3 clusters Score -4510036 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31324 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -4510303.500000 Penalty: 5201.296387
	Iteration 16Q: 3 clusters Score -4510304 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31651 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -4510500.500000 Penalty: 5201.296387
	Iteration 17Q: 3 clusters Score -4510500 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31929 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -4510625.000000 Penalty: 5201.296387
	Iteration 18Q: 3 clusters Score -4510625 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32155 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -4510733.000000 Penalty: 5201.296387
	Iteration 19Q: 3 clusters Score -4510733 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32335 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -4510801.500000 Penalty: 5201.296387
	Iteration 20F: 3 clusters Score -4510802 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32462 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -4510854.500000 Penalty: 5201.296387
	Iteration 21Q: 3 clusters Score -4510854 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32584 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -4510902.000000 Penalty: 5201.296387
	Iteration 22Q: 3 clusters Score -4510902 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32696 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -4510945.500000 Penalty: 5201.296387
	Iteration 23Q: 3 clusters Score -4510946 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32769 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -4510981.500000 Penalty: 5201.296387
	Iteration 24Q: 3 clusters Score -4510982 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32849 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -4511010.500000 Penalty: 5201.296387
	Iteration 25Q: 3 clusters Score -4511010 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32921 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -4511049.500000 Penalty: 5201.296387
	Iteration 26Q: 3 clusters Score -4511050 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32978 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -4511081.000000 Penalty: 5201.296387
	Iteration 27Q: 3 clusters Score -4511081 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33027 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -4511104.500000 Penalty: 5201.296387
	Iteration 28Q: 3 clusters Score -4511104 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33078 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -4511115.000000 Penalty: 5201.296387
	Iteration 29Q: 3 clusters Score -4511115 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33128 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -4511131.500000 Penalty: 5201.296387
	Iteration 30Q: 3 clusters Score -4511132 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33160 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -4511135.000000 Penalty: 5201.296387
	Iteration 31Q: 3 clusters Score -4511135 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33187 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -4511142.000000 Penalty: 5201.296387
	Iteration 32Q: 3 clusters Score -4511142 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33205 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -4511147.500000 Penalty: 5201.296387
	Iteration 33Q: 3 clusters Score -4511148 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33230 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -4511164.500000 Penalty: 5201.296387
	Iteration 34Q: 3 clusters Score -4511164 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33256 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -4511167.500000 Penalty: 5201.296387
	Iteration 35Q: 3 clusters Score -4511168 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33279 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -4511168.500000 Penalty: 5201.296387
	Iteration 36Q: 3 clusters Score -4511168 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33302 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -4511178.000000 Penalty: 5201.296387
	Iteration 37Q: 3 clusters Score -4511178 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33325 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -4511194.000000 Penalty: 5201.296387
	Iteration 38Q: 3 clusters Score -4511194 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33340 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -4511190.000000 Penalty: 5201.296387
	Iteration 39Q: 3 clusters Score -4511190 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33352 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -4511196.500000 Penalty: 5201.296387
	Iteration 40F: 3 clusters Score -4511196 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33364 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -4511203.000000 Penalty: 5201.296387
	Iteration 41Q: 3 clusters Score -4511203 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33371 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -4511209.500000 Penalty: 5201.296387
	Iteration 42Q: 3 clusters Score -4511210 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33377 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -4511207.000000 Penalty: 5201.296387
	Iteration 43Q: 3 clusters Score -4511207 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33379 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -4511205.000000 Penalty: 5201.296387
	Iteration 44Q: 3 clusters Score -4511205 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33380 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -4511203.000000 Penalty: 5201.296387
	Iteration 45Q: 3 clusters Score -4511203 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33380 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -4511203.000000 Penalty: 5201.296387
	Iteration 46F: 3 clusters Score -4511203 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (21378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21378 members 
Entering Unmasked Estep 
Score: -2717617.000000 Penalty: 2472.589111
	Iteration 0F: 2 clusters Score -2717617 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 10633 members 
Entering Unmasked Estep 
Score: -2702609.750000 Penalty: 4945.178223
	Iteration 0F: 3 clusters Score -2702610 nChanged 9511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11300 members 
Mstep: Class 2 contains 10078 members 
Entering Unmasked Estep 
Score: -2707835.750000 Penalty: 4945.178223
	Iteration 1F: 3 clusters Score -2707836 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11677 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
Score: -2708285.000000 Penalty: 4945.178223
	Iteration 2F: 3 clusters Score -2708285 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12119 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -2708682.500000 Penalty: 4945.178223
	Iteration 3Q: 3 clusters Score -2708682 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12722 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -2709105.000000 Penalty: 4945.178223
	Iteration 4Q: 3 clusters Score -2709105 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13438 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -2709590.750000 Penalty: 4945.178223
	Iteration 5Q: 3 clusters Score -2709591 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14283 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -2710209.750000 Penalty: 4945.178223
	Iteration 6Q: 3 clusters Score -2710210 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15292 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -2711013.750000 Penalty: 4945.178223
	Iteration 7F: 3 clusters Score -2711014 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16377 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -2711904.250000 Penalty: 4945.178223
	Iteration 8F: 3 clusters Score -2711904 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17454 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -2712826.750000 Penalty: 4945.178223
	Iteration 9F: 3 clusters Score -2712827 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18389 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -2713658.250000 Penalty: 4945.178223
	Iteration 10Q: 3 clusters Score -2713658 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19152 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -2714341.250000 Penalty: 4945.178223
	Iteration 11Q: 3 clusters Score -2714341 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19670 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -2714827.250000 Penalty: 4945.178223
	Iteration 12Q: 3 clusters Score -2714827 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19986 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -2715139.750000 Penalty: 4945.178223
	Iteration 13Q: 3 clusters Score -2715140 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20167 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -2715353.500000 Penalty: 4945.178223
	Iteration 14Q: 3 clusters Score -2715354 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20282 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -2715491.500000 Penalty: 4945.178223
	Iteration 15Q: 3 clusters Score -2715492 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20347 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -2715582.750000 Penalty: 4945.178223
	Iteration 16Q: 3 clusters Score -2715583 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20404 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -2715650.000000 Penalty: 4945.178223
	Iteration 17Q: 3 clusters Score -2715650 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20450 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -2715697.500000 Penalty: 4945.178223
	Iteration 18Q: 3 clusters Score -2715698 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20486 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -2715724.250000 Penalty: 4945.178223
	Iteration 19Q: 3 clusters Score -2715724 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20511 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -2715747.000000 Penalty: 4945.178223
	Iteration 20F: 3 clusters Score -2715747 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20528 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -2715754.250000 Penalty: 4945.178223
	Iteration 21Q: 3 clusters Score -2715754 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20538 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -2715763.000000 Penalty: 4945.178223
	Iteration 22Q: 3 clusters Score -2715763 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20549 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -2715771.750000 Penalty: 4945.178223
	Iteration 23Q: 3 clusters Score -2715772 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20557 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -2715777.000000 Penalty: 4945.178223
	Iteration 24Q: 3 clusters Score -2715777 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20562 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -2715779.500000 Penalty: 4945.178223
	Iteration 25Q: 3 clusters Score -2715780 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20563 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -2715783.500000 Penalty: 4945.178223
	Iteration 26Q: 3 clusters Score -2715784 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20563 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -2715783.500000 Penalty: 4945.178223
	Iteration 27F: 3 clusters Score -2715784 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Entering Unmasked Estep 
Score: -208296.781250 Penalty: 1814.504028
	Iteration 0F: 2 clusters Score -208296.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -206228.937500 Penalty: 3629.008057
	Iteration 0F: 3 clusters Score -206228.9 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -207805.203125 Penalty: 3629.008057
	Iteration 1F: 3 clusters Score -207805.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -208884.562500 Penalty: 3629.008057
	Iteration 2F: 3 clusters Score -208884.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -209369.812500 Penalty: 3629.008057
	Iteration 3F: 3 clusters Score -209369.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -209524.515625 Penalty: 3629.008057
	Iteration 4Q: 3 clusters Score -209524.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -209616.359375 Penalty: 3629.008057
	Iteration 5Q: 3 clusters Score -209616.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -209771.781250 Penalty: 3629.008057
	Iteration 6Q: 3 clusters Score -209771.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -209939.296875 Penalty: 3629.008057
	Iteration 7Q: 3 clusters Score -209939.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -210011.421875 Penalty: 3629.008057
	Iteration 8Q: 3 clusters Score -210011.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -210048.953125 Penalty: 3629.008057
	Iteration 9Q: 3 clusters Score -210049 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -210084.687500 Penalty: 3629.008057
	Iteration 10Q: 3 clusters Score -210084.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -210109.546875 Penalty: 3629.008057
	Iteration 11Q: 3 clusters Score -210109.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -210128.140625 Penalty: 3629.008057
	Iteration 12Q: 3 clusters Score -210128.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -210165.421875 Penalty: 3629.008057
	Iteration 13Q: 3 clusters Score -210165.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -210197.953125 Penalty: 3629.008057
	Iteration 14Q: 3 clusters Score -210198 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -210217.562500 Penalty: 3629.008057
	Iteration 15Q: 3 clusters Score -210217.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -210229.921875 Penalty: 3629.008057
	Iteration 16Q: 3 clusters Score -210229.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -210247.125000 Penalty: 3629.008057
	Iteration 17Q: 3 clusters Score -210247.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -210267.390625 Penalty: 3629.008057
	Iteration 18Q: 3 clusters Score -210267.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -210290.656250 Penalty: 3629.008057
	Iteration 19Q: 3 clusters Score -210290.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -210378.421875 Penalty: 3629.008057
	Iteration 20F: 3 clusters Score -210378.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -210475.109375 Penalty: 3629.008057
	Iteration 21Q: 3 clusters Score -210475.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -210517.406250 Penalty: 3629.008057
	Iteration 22Q: 3 clusters Score -210517.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -210654.515625 Penalty: 3629.008057
	Iteration 23Q: 3 clusters Score -210654.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -210676.421875 Penalty: 3629.008057
	Iteration 24Q: 3 clusters Score -210676.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -210677.187500 Penalty: 3629.008057
	Iteration 25Q: 3 clusters Score -210677.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -210679.015625 Penalty: 3629.008057
	Iteration 26Q: 3 clusters Score -210679 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -210679.015625 Penalty: 3629.008057
	Iteration 27F: 3 clusters Score -210679 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 15369 members 
Mstep: Class 3 contains 27081 members 
Mstep: Class 4 contains 35828 members 
Mstep: Class 5 contains 21378 members 
Mstep: Class 6 contains 660 members 
Mstep: Class 7 contains 2492 members 
Mstep: Class 8 contains 48707 members 
Mstep: Class 9 contains 29945 members 
Mstep: Class 10 contains 12115 members 
Mstep: Class 11 contains 4396 members 
Mstep: Class 12 contains 225591 members 
Mstep: Class 13 contains 9309 members 
Mstep: Class 14 contains 5313 members 
Mstep: Class 15 contains 26996 members 
Mstep: Class 16 contains 9433 members 
Mstep: Class 17 contains 10033 members 
Mstep: Class 18 contains 8384 members 
Mstep: Class 19 contains 163218 members 
Mstep: Class 20 contains 41570 members 
Mstep: Class 21 contains 12735 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 10773 members 
Mstep: Class 24 contains 4143 members 
Mstep: Class 25 contains 6732 members 
Mstep: Class 26 contains 60487 members 
Mstep: Class 27 contains 9622 members 
Mstep: Class 28 contains 6861 members 
Mstep: Class 29 contains 5297 members 
Mstep: Class 30 contains 8663 members 
Mstep: Class 31 contains 339 members 
Mstep: Class 32 contains 1149 members 
Mstep: Class 33 contains 1802 members 
Mstep: Class 34 contains 8713 members 
Mstep: Class 35 contains 197295 members 
Mstep: Class 36 contains 2887 members 
Mstep: Class 37 contains 4610 members 
Mstep: Class 38 contains 2495 members 
Mstep: Class 39 contains 258 members 
Mstep: Class 40 contains 9951 members 
Mstep: Class 41 contains 27272 members 
Mstep: Class 42 contains 5083 members 
Mstep: Class 43 contains 12593 members 
Mstep: Class 44 contains 957 members 
Mstep: Class 45 contains 3732 members 
Mstep: Class 46 contains 1452 members 
Mstep: Class 47 contains 13820 members 
Mstep: Class 48 contains 384 members 
Mstep: Class 49 contains 4137 members 
Mstep: Class 50 contains 473 members 
Mstep: Class 51 contains 818 members 
Mstep: Class 52 contains 38009 members 
Mstep: Class 53 contains 268 members 
Mstep: Class 54 contains 7283 members 
Mstep: Class 55 contains 462 members 
Mstep: Class 56 contains 6006 members 
Mstep: Class 57 contains 2957 members 
Mstep: Class 58 contains 845 members 
Mstep: Class 59 contains 407 members 
Mstep: Class 60 contains 1015 members 
Mstep: Class 61 contains 399 members 
Mstep: Class 62 contains 472 members 
Mstep: Class 63 contains 664 members 
Mstep: Class 64 contains 608 members 
Mstep: Class 65 contains 1091 members 
Mstep: Class 66 contains 434 members 
Mstep: Class 67 contains 385 members 
Entering Unmasked Estep 
Score: -147539776.000000 Penalty: 232424.468750
Splitting cluster 6 changes total score from -147539264.000000 to -147539776.000000
So it's getting split into cluster 58.
Entering ConstructFrom: 
Trying to split cluster 7 (2492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Entering Unmasked Estep 
Score: -310754.625000 Penalty: 1939.568481
	Iteration 0F: 2 clusters Score -310754.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -307791.750000 Penalty: 3879.136963
	Iteration 0F: 3 clusters Score -307791.8 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -308358.125000 Penalty: 3879.136963
	Iteration 1F: 3 clusters Score -308358.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -308492.937500 Penalty: 3879.136963
	Iteration 2F: 3 clusters Score -308492.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -308576.937500 Penalty: 3879.136963
	Iteration 3Q: 3 clusters Score -308576.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -308626.875000 Penalty: 3879.136963
	Iteration 4Q: 3 clusters Score -308626.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -308658.718750 Penalty: 3879.136963
	Iteration 5Q: 3 clusters Score -308658.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -308685.968750 Penalty: 3879.136963
	Iteration 6Q: 3 clusters Score -308686 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -308713.531250 Penalty: 3879.136963
	Iteration 7Q: 3 clusters Score -308713.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -308732.218750 Penalty: 3879.136963
	Iteration 8Q: 3 clusters Score -308732.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -308749.937500 Penalty: 3879.136963
	Iteration 9Q: 3 clusters Score -308749.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -308769.718750 Penalty: 3879.136963
	Iteration 10Q: 3 clusters Score -308769.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -308795.750000 Penalty: 3879.136963
	Iteration 11Q: 3 clusters Score -308795.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -308821.468750 Penalty: 3879.136963
	Iteration 12Q: 3 clusters Score -308821.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -308853.812500 Penalty: 3879.136963
	Iteration 13Q: 3 clusters Score -308853.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -308920.937500 Penalty: 3879.136963
	Iteration 14Q: 3 clusters Score -308920.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -309006.281250 Penalty: 3879.136963
	Iteration 15Q: 3 clusters Score -309006.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -309111.031250 Penalty: 3879.136963
	Iteration 16Q: 3 clusters Score -309111 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -309213.343750 Penalty: 3879.136963
	Iteration 17Q: 3 clusters Score -309213.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -309337.593750 Penalty: 3879.136963
	Iteration 18Q: 3 clusters Score -309337.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -309531.562500 Penalty: 3879.136963
	Iteration 19Q: 3 clusters Score -309531.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -309738.750000 Penalty: 3879.136963
	Iteration 20F: 3 clusters Score -309738.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -309888.875000 Penalty: 3879.136963
	Iteration 21Q: 3 clusters Score -309888.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -310024.656250 Penalty: 3879.136963
	Iteration 22Q: 3 clusters Score -310024.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -310127.000000 Penalty: 3879.136963
	Iteration 23Q: 3 clusters Score -310127 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -310184.000000 Penalty: 3879.136963
	Iteration 24Q: 3 clusters Score -310184 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -310213.625000 Penalty: 3879.136963
	Iteration 25Q: 3 clusters Score -310213.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -310220.812500 Penalty: 3879.136963
	Iteration 26Q: 3 clusters Score -310220.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -310222.687500 Penalty: 3879.136963
	Iteration 27Q: 3 clusters Score -310222.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -310223.187500 Penalty: 3879.136963
	Iteration 28Q: 3 clusters Score -310223.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -310223.187500 Penalty: 3879.136963
	Iteration 29F: 3 clusters Score -310223.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (48707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48707 members 
Entering Unmasked Estep 
Score: -5786944.000000 Penalty: 2676.807373
	Iteration 0F: 2 clusters Score -5786944 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24500 members 
Mstep: Class 2 contains 24207 members 
Entering Unmasked Estep 
Score: -5753947.500000 Penalty: 5353.614746
	Iteration 0F: 3 clusters Score -5753948 nChanged 22582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25730 members 
Mstep: Class 2 contains 22977 members 
Entering Unmasked Estep 
Score: -5766654.500000 Penalty: 5353.614746
	Iteration 1F: 3 clusters Score -5766654 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26485 members 
Mstep: Class 2 contains 22222 members 
Entering Unmasked Estep 
Score: -5767432.500000 Penalty: 5353.614746
	Iteration 2Q: 3 clusters Score -5767432 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27528 members 
Mstep: Class 2 contains 21179 members 
Entering Unmasked Estep 
Score: -5768346.000000 Penalty: 5353.614746
	Iteration 3Q: 3 clusters Score -5768346 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28952 members 
Mstep: Class 2 contains 19755 members 
Entering Unmasked Estep 
Score: -5769470.500000 Penalty: 5353.614746
	Iteration 4Q: 3 clusters Score -5769470 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30777 members 
Mstep: Class 2 contains 17930 members 
Entering Unmasked Estep 
Score: -5770991.000000 Penalty: 5353.614746
	Iteration 5F: 3 clusters Score -5770991 nChanged 2885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32988 members 
Mstep: Class 2 contains 15719 members 
Entering Unmasked Estep 
Score: -5772904.500000 Penalty: 5353.614746
	Iteration 6F: 3 clusters Score -5772904 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35504 members 
Mstep: Class 2 contains 13203 members 
Entering Unmasked Estep 
Score: -5775130.000000 Penalty: 5353.614746
	Iteration 7F: 3 clusters Score -5775130 nChanged 2849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37993 members 
Mstep: Class 2 contains 10714 members 
Entering Unmasked Estep 
Score: -5777357.500000 Penalty: 5353.614746
	Iteration 8F: 3 clusters Score -5777358 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40199 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -5779269.000000 Penalty: 5353.614746
	Iteration 9F: 3 clusters Score -5779269 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42034 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -5780873.000000 Penalty: 5353.614746
	Iteration 10Q: 3 clusters Score -5780873 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43490 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -5782067.500000 Penalty: 5353.614746
	Iteration 11Q: 3 clusters Score -5782068 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44559 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -5782840.000000 Penalty: 5353.614746
	Iteration 12Q: 3 clusters Score -5782840 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45401 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -5783448.500000 Penalty: 5353.614746
	Iteration 13Q: 3 clusters Score -5783448 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45983 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -5783827.000000 Penalty: 5353.614746
	Iteration 14Q: 3 clusters Score -5783827 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46401 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -5784101.500000 Penalty: 5353.614746
	Iteration 15Q: 3 clusters Score -5784102 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46691 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -5784299.500000 Penalty: 5353.614746
	Iteration 16Q: 3 clusters Score -5784300 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46899 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -5784443.000000 Penalty: 5353.614746
	Iteration 17Q: 3 clusters Score -5784443 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47042 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -5784551.000000 Penalty: 5353.614746
	Iteration 18Q: 3 clusters Score -5784551 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47151 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -5784636.000000 Penalty: 5353.614746
	Iteration 19Q: 3 clusters Score -5784636 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47243 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -5784686.500000 Penalty: 5353.614746
	Iteration 20F: 3 clusters Score -5784686 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47303 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -5784741.000000 Penalty: 5353.614746
	Iteration 21Q: 3 clusters Score -5784741 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47343 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -5784761.000000 Penalty: 5353.614746
	Iteration 22Q: 3 clusters Score -5784761 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47373 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -5784790.000000 Penalty: 5353.614746
	Iteration 23Q: 3 clusters Score -5784790 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47400 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -5784803.500000 Penalty: 5353.614746
	Iteration 24Q: 3 clusters Score -5784804 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47415 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -5784824.000000 Penalty: 5353.614746
	Iteration 25Q: 3 clusters Score -5784824 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47438 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -5784836.000000 Penalty: 5353.614746
	Iteration 26Q: 3 clusters Score -5784836 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47452 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -5784844.500000 Penalty: 5353.614746
	Iteration 27Q: 3 clusters Score -5784844 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47472 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -5784867.000000 Penalty: 5353.614746
	Iteration 28Q: 3 clusters Score -5784867 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47480 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -5784869.500000 Penalty: 5353.614746
	Iteration 29Q: 3 clusters Score -5784870 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47490 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -5784875.500000 Penalty: 5353.614746
	Iteration 30Q: 3 clusters Score -5784876 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47507 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -5784885.500000 Penalty: 5353.614746
	Iteration 31Q: 3 clusters Score -5784886 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47516 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -5784884.500000 Penalty: 5353.614746
	Iteration 32Q: 3 clusters Score -5784884 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47528 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -5784890.500000 Penalty: 5353.614746
	Iteration 33Q: 3 clusters Score -5784890 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47541 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -5784896.000000 Penalty: 5353.614746
	Iteration 34Q: 3 clusters Score -5784896 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47546 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -5784902.500000 Penalty: 5353.614746
	Iteration 35Q: 3 clusters Score -5784902 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47549 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -5784901.000000 Penalty: 5353.614746
	Iteration 36Q: 3 clusters Score -5784901 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47548 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -5784902.000000 Penalty: 5353.614746
	Iteration 37Q: 3 clusters Score -5784902 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47550 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -5784908.500000 Penalty: 5353.614746
	Iteration 38Q: 3 clusters Score -5784908 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47552 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -5784911.500000 Penalty: 5353.614746
	Iteration 39Q: 3 clusters Score -5784912 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47559 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -5784908.500000 Penalty: 5353.614746
	Iteration 40F: 3 clusters Score -5784908 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47566 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -5784911.000000 Penalty: 5353.614746
	Iteration 41Q: 3 clusters Score -5784911 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47570 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -5784918.000000 Penalty: 5353.614746
	Iteration 42Q: 3 clusters Score -5784918 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47569 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -5784916.500000 Penalty: 5353.614746
	Iteration 43Q: 3 clusters Score -5784916 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47565 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -5784918.000000 Penalty: 5353.614746
	Iteration 44Q: 3 clusters Score -5784918 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47565 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -5784918.500000 Penalty: 5353.614746
	Iteration 45Q: 3 clusters Score -5784918 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47565 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -5784925.500000 Penalty: 5353.614746
	Iteration 46Q: 3 clusters Score -5784926 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47566 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -5784929.000000 Penalty: 5353.614746
	Iteration 47Q: 3 clusters Score -5784929 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47569 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -5784929.000000 Penalty: 5353.614746
	Iteration 48Q: 3 clusters Score -5784929 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47574 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -5784929.500000 Penalty: 5353.614746
	Iteration 49Q: 3 clusters Score -5784930 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47577 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -5784927.000000 Penalty: 5353.614746
	Iteration 50Q: 3 clusters Score -5784927 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47580 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -5784922.500000 Penalty: 5353.614746
	Iteration 51Q: 3 clusters Score -5784922 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47583 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -5784924.000000 Penalty: 5353.614746
	Iteration 52Q: 3 clusters Score -5784924 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47584 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -5784928.500000 Penalty: 5353.614746
	Iteration 53Q: 3 clusters Score -5784928 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47585 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -5784929.500000 Penalty: 5353.614746
	Iteration 54Q: 3 clusters Score -5784930 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47585 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -5784929.500000 Penalty: 5353.614746
	Iteration 55F: 3 clusters Score -5784930 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (29945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29945 members 
Entering Unmasked Estep 
Score: -3803197.500000 Penalty: 2556.165039
	Iteration 0F: 2 clusters Score -3803198 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14998 members 
Mstep: Class 2 contains 14947 members 
Entering Unmasked Estep 
Score: -3782706.750000 Penalty: 5112.330078
	Iteration 0F: 3 clusters Score -3782707 nChanged 13472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15334 members 
Mstep: Class 2 contains 14611 members 
Entering Unmasked Estep 
Score: -3790116.000000 Penalty: 5112.330078
	Iteration 1F: 3 clusters Score -3790116 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15525 members 
Mstep: Class 2 contains 14420 members 
Entering Unmasked Estep 
Score: -3790837.750000 Penalty: 5112.330078
	Iteration 2F: 3 clusters Score -3790838 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15800 members 
Mstep: Class 2 contains 14145 members 
Entering Unmasked Estep 
Score: -3791681.250000 Penalty: 5112.330078
	Iteration 3F: 3 clusters Score -3791681 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16117 members 
Mstep: Class 2 contains 13828 members 
Entering Unmasked Estep 
Score: -3792507.000000 Penalty: 5112.330078
	Iteration 4F: 3 clusters Score -3792507 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16463 members 
Mstep: Class 2 contains 13482 members 
Entering Unmasked Estep 
Score: -3793431.000000 Penalty: 5112.330078
	Iteration 5F: 3 clusters Score -3793431 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16846 members 
Mstep: Class 2 contains 13099 members 
Entering Unmasked Estep 
Score: -3794416.250000 Penalty: 5112.330078
	Iteration 6F: 3 clusters Score -3794416 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17201 members 
Mstep: Class 2 contains 12744 members 
Entering Unmasked Estep 
Score: -3795355.500000 Penalty: 5112.330078
	Iteration 7F: 3 clusters Score -3795356 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17635 members 
Mstep: Class 2 contains 12310 members 
Entering Unmasked Estep 
Score: -3796421.500000 Penalty: 5112.330078
	Iteration 8F: 3 clusters Score -3796422 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18154 members 
Mstep: Class 2 contains 11791 members 
Entering Unmasked Estep 
Score: -3797493.250000 Penalty: 5112.330078
	Iteration 9F: 3 clusters Score -3797493 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18729 members 
Mstep: Class 2 contains 11216 members 
Entering Unmasked Estep 
Score: -3798426.250000 Penalty: 5112.330078
	Iteration 10Q: 3 clusters Score -3798426 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19338 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
Score: -3799279.250000 Penalty: 5112.330078
	Iteration 11Q: 3 clusters Score -3799279 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19951 members 
Mstep: Class 2 contains 9994 members 
Entering Unmasked Estep 
Score: -3799963.750000 Penalty: 5112.330078
	Iteration 12Q: 3 clusters Score -3799964 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20560 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -3800531.250000 Penalty: 5112.330078
	Iteration 13Q: 3 clusters Score -3800531 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21119 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -3800954.250000 Penalty: 5112.330078
	Iteration 14Q: 3 clusters Score -3800954 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21586 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -3801217.000000 Penalty: 5112.330078
	Iteration 15Q: 3 clusters Score -3801217 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21992 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -3801433.500000 Penalty: 5112.330078
	Iteration 16Q: 3 clusters Score -3801434 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22368 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -3801612.250000 Penalty: 5112.330078
	Iteration 17Q: 3 clusters Score -3801612 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22719 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -3801729.500000 Penalty: 5112.330078
	Iteration 18Q: 3 clusters Score -3801730 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22996 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -3801821.250000 Penalty: 5112.330078
	Iteration 19Q: 3 clusters Score -3801821 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23242 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -3801884.500000 Penalty: 5112.330078
	Iteration 20F: 3 clusters Score -3801884 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23459 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -3801947.750000 Penalty: 5112.330078
	Iteration 21Q: 3 clusters Score -3801948 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23655 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -3801992.250000 Penalty: 5112.330078
	Iteration 22Q: 3 clusters Score -3801992 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23827 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -3802025.750000 Penalty: 5112.330078
	Iteration 23Q: 3 clusters Score -3802026 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23984 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -3802058.250000 Penalty: 5112.330078
	Iteration 24Q: 3 clusters Score -3802058 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24142 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -3802096.500000 Penalty: 5112.330078
	Iteration 25Q: 3 clusters Score -3802096 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24278 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -3802114.000000 Penalty: 5112.330078
	Iteration 26Q: 3 clusters Score -3802114 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24406 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -3802151.500000 Penalty: 5112.330078
	Iteration 27Q: 3 clusters Score -3802152 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24523 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -3802172.750000 Penalty: 5112.330078
	Iteration 28Q: 3 clusters Score -3802173 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24627 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -3802195.750000 Penalty: 5112.330078
	Iteration 29Q: 3 clusters Score -3802196 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24723 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -3802208.000000 Penalty: 5112.330078
	Iteration 30Q: 3 clusters Score -3802208 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24806 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -3802208.000000 Penalty: 5112.330078
	Iteration 31Q: 3 clusters Score -3802208 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24877 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -3802231.000000 Penalty: 5112.330078
	Iteration 32Q: 3 clusters Score -3802231 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24939 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -3802249.250000 Penalty: 5112.330078
	Iteration 33Q: 3 clusters Score -3802249 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25000 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -3802260.000000 Penalty: 5112.330078
	Iteration 34Q: 3 clusters Score -3802260 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25087 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -3802271.000000 Penalty: 5112.330078
	Iteration 35Q: 3 clusters Score -3802271 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25157 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -3802287.000000 Penalty: 5112.330078
	Iteration 36Q: 3 clusters Score -3802287 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25215 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -3802291.750000 Penalty: 5112.330078
	Iteration 37Q: 3 clusters Score -3802292 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25271 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -3802300.750000 Penalty: 5112.330078
	Iteration 38Q: 3 clusters Score -3802301 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25321 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -3802305.750000 Penalty: 5112.330078
	Iteration 39Q: 3 clusters Score -3802306 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25364 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -3802313.750000 Penalty: 5112.330078
	Iteration 40F: 3 clusters Score -3802314 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25410 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -3802321.250000 Penalty: 5112.330078
	Iteration 41Q: 3 clusters Score -3802321 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25452 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -3802332.000000 Penalty: 5112.330078
	Iteration 42Q: 3 clusters Score -3802332 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25492 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -3802325.250000 Penalty: 5112.330078
	Iteration 43Q: 3 clusters Score -3802325 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25527 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -3802332.000000 Penalty: 5112.330078
	Iteration 44Q: 3 clusters Score -3802332 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25563 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -3802341.000000 Penalty: 5112.330078
	Iteration 45Q: 3 clusters Score -3802341 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25596 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -3802336.000000 Penalty: 5112.330078
	Iteration 46Q: 3 clusters Score -3802336 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25628 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -3802341.750000 Penalty: 5112.330078
	Iteration 47Q: 3 clusters Score -3802342 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25660 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -3802347.250000 Penalty: 5112.330078
	Iteration 48Q: 3 clusters Score -3802347 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25691 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -3802341.000000 Penalty: 5112.330078
	Iteration 49Q: 3 clusters Score -3802341 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25726 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -3802346.250000 Penalty: 5112.330078
	Iteration 50Q: 3 clusters Score -3802346 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25760 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -3802347.500000 Penalty: 5112.330078
	Iteration 51Q: 3 clusters Score -3802348 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25790 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -3802351.250000 Penalty: 5112.330078
	Iteration 52Q: 3 clusters Score -3802351 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25821 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -3802353.750000 Penalty: 5112.330078
	Iteration 53Q: 3 clusters Score -3802354 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25851 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -3802353.500000 Penalty: 5112.330078
	Iteration 54Q: 3 clusters Score -3802354 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25884 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -3802355.500000 Penalty: 5112.330078
	Iteration 55Q: 3 clusters Score -3802356 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25916 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -3802359.750000 Penalty: 5112.330078
	Iteration 56Q: 3 clusters Score -3802360 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25938 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -3802360.750000 Penalty: 5112.330078
	Iteration 57Q: 3 clusters Score -3802361 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25963 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -3802368.250000 Penalty: 5112.330078
	Iteration 58Q: 3 clusters Score -3802368 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25988 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -3802374.750000 Penalty: 5112.330078
	Iteration 59Q: 3 clusters Score -3802375 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26001 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -3802367.750000 Penalty: 5112.330078
	Iteration 60F: 3 clusters Score -3802368 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26015 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -3802363.750000 Penalty: 5112.330078
	Iteration 61Q: 3 clusters Score -3802364 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26029 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -3802369.750000 Penalty: 5112.330078
	Iteration 62Q: 3 clusters Score -3802370 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26042 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -3802366.750000 Penalty: 5112.330078
	Iteration 63Q: 3 clusters Score -3802367 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26050 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -3802372.750000 Penalty: 5112.330078
	Iteration 64Q: 3 clusters Score -3802373 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26062 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -3802374.500000 Penalty: 5112.330078
	Iteration 65Q: 3 clusters Score -3802374 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26073 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -3802373.500000 Penalty: 5112.330078
	Iteration 66Q: 3 clusters Score -3802374 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26085 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -3802370.250000 Penalty: 5112.330078
	Iteration 67Q: 3 clusters Score -3802370 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26099 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -3802367.750000 Penalty: 5112.330078
	Iteration 68Q: 3 clusters Score -3802368 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26111 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -3802367.250000 Penalty: 5112.330078
	Iteration 69Q: 3 clusters Score -3802367 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26121 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -3802374.750000 Penalty: 5112.330078
	Iteration 70Q: 3 clusters Score -3802375 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26135 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -3802381.000000 Penalty: 5112.330078
	Iteration 71Q: 3 clusters Score -3802381 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26151 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -3802380.250000 Penalty: 5112.330078
	Iteration 72Q: 3 clusters Score -3802380 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26166 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -3802381.750000 Penalty: 5112.330078
	Iteration 73Q: 3 clusters Score -3802382 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26172 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -3802379.500000 Penalty: 5112.330078
	Iteration 74Q: 3 clusters Score -3802380 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26179 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -3802387.500000 Penalty: 5112.330078
	Iteration 75Q: 3 clusters Score -3802388 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26186 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -3802388.500000 Penalty: 5112.330078
	Iteration 76Q: 3 clusters Score -3802388 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26195 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -3802387.500000 Penalty: 5112.330078
	Iteration 77Q: 3 clusters Score -3802388 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26202 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -3802388.000000 Penalty: 5112.330078
	Iteration 78Q: 3 clusters Score -3802388 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26207 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -3802391.000000 Penalty: 5112.330078
	Iteration 79Q: 3 clusters Score -3802391 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26210 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -3802391.750000 Penalty: 5112.330078
	Iteration 80F: 3 clusters Score -3802392 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26214 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -3802390.500000 Penalty: 5112.330078
	Iteration 81Q: 3 clusters Score -3802390 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26215 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -3802393.000000 Penalty: 5112.330078
	Iteration 82Q: 3 clusters Score -3802393 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26217 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -3802389.000000 Penalty: 5112.330078
	Iteration 83Q: 3 clusters Score -3802389 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26220 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -3802383.750000 Penalty: 5112.330078
	Iteration 84Q: 3 clusters Score -3802384 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26222 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -3802380.250000 Penalty: 5112.330078
	Iteration 85Q: 3 clusters Score -3802380 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26224 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -3802384.500000 Penalty: 5112.330078
	Iteration 86Q: 3 clusters Score -3802384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26225 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -3802385.250000 Penalty: 5112.330078
	Iteration 87Q: 3 clusters Score -3802385 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26227 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -3802387.500000 Penalty: 5112.330078
	Iteration 88Q: 3 clusters Score -3802388 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26229 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -3802384.750000 Penalty: 5112.330078
	Iteration 89Q: 3 clusters Score -3802385 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26230 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -3802382.750000 Penalty: 5112.330078
	Iteration 90Q: 3 clusters Score -3802383 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26232 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -3802388.000000 Penalty: 5112.330078
	Iteration 91Q: 3 clusters Score -3802388 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26233 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -3802387.500000 Penalty: 5112.330078
	Iteration 92Q: 3 clusters Score -3802388 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26233 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -3802387.500000 Penalty: 5112.330078
	Iteration 93F: 3 clusters Score -3802388 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (12115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12115 members 
Entering Unmasked Estep 
Score: -1535445.500000 Penalty: 2331.745605
	Iteration 0F: 2 clusters Score -1535446 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -1526466.500000 Penalty: 4663.491211
	Iteration 0F: 3 clusters Score -1526466 nChanged 5071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -1529211.625000 Penalty: 4663.491211
	Iteration 1F: 3 clusters Score -1529212 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -1529580.125000 Penalty: 4663.491211
	Iteration 2F: 3 clusters Score -1529580 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -1529888.500000 Penalty: 4663.491211
	Iteration 3F: 3 clusters Score -1529888 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -1530136.625000 Penalty: 4663.491211
	Iteration 4Q: 3 clusters Score -1530137 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -1530354.625000 Penalty: 4663.491211
	Iteration 5Q: 3 clusters Score -1530355 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -1530558.125000 Penalty: 4663.491211
	Iteration 6Q: 3 clusters Score -1530558 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -1530746.625000 Penalty: 4663.491211
	Iteration 7Q: 3 clusters Score -1530747 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -1530925.875000 Penalty: 4663.491211
	Iteration 8Q: 3 clusters Score -1530926 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -1531101.000000 Penalty: 4663.491211
	Iteration 9Q: 3 clusters Score -1531101 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -1531275.500000 Penalty: 4663.491211
	Iteration 10Q: 3 clusters Score -1531276 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -1531446.875000 Penalty: 4663.491211
	Iteration 11Q: 3 clusters Score -1531447 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -1531655.625000 Penalty: 4663.491211
	Iteration 12Q: 3 clusters Score -1531656 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -1531887.625000 Penalty: 4663.491211
	Iteration 13Q: 3 clusters Score -1531888 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -1532160.750000 Penalty: 4663.491211
	Iteration 14Q: 3 clusters Score -1532161 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -1532425.625000 Penalty: 4663.491211
	Iteration 15Q: 3 clusters Score -1532426 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -1532667.125000 Penalty: 4663.491211
	Iteration 16Q: 3 clusters Score -1532667 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
Score: -1532856.125000 Penalty: 4663.491211
	Iteration 17Q: 3 clusters Score -1532856 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -1532995.500000 Penalty: 4663.491211
	Iteration 18Q: 3 clusters Score -1532996 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -1533096.625000 Penalty: 4663.491211
	Iteration 19Q: 3 clusters Score -1533097 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 10015 members 
Entering Unmasked Estep 
Score: -1533191.750000 Penalty: 4663.491211
	Iteration 20F: 3 clusters Score -1533192 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 10137 members 
Entering Unmasked Estep 
Score: -1533287.625000 Penalty: 4663.491211
	Iteration 21Q: 3 clusters Score -1533288 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
Score: -1533346.750000 Penalty: 4663.491211
	Iteration 22Q: 3 clusters Score -1533347 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 10300 members 
Entering Unmasked Estep 
Score: -1533400.125000 Penalty: 4663.491211
	Iteration 23Q: 3 clusters Score -1533400 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 10391 members 
Entering Unmasked Estep 
Score: -1533461.750000 Penalty: 4663.491211
	Iteration 24Q: 3 clusters Score -1533462 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 10473 members 
Entering Unmasked Estep 
Score: -1533519.375000 Penalty: 4663.491211
	Iteration 25Q: 3 clusters Score -1533519 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 10547 members 
Entering Unmasked Estep 
Score: -1533583.500000 Penalty: 4663.491211
	Iteration 26Q: 3 clusters Score -1533584 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
Score: -1533636.625000 Penalty: 4663.491211
	Iteration 27Q: 3 clusters Score -1533637 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 10656 members 
Entering Unmasked Estep 
Score: -1533676.125000 Penalty: 4663.491211
	Iteration 28Q: 3 clusters Score -1533676 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 10700 members 
Entering Unmasked Estep 
Score: -1533704.375000 Penalty: 4663.491211
	Iteration 29Q: 3 clusters Score -1533704 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 10738 members 
Entering Unmasked Estep 
Score: -1533724.875000 Penalty: 4663.491211
	Iteration 30Q: 3 clusters Score -1533725 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 10769 members 
Entering Unmasked Estep 
Score: -1533746.500000 Penalty: 4663.491211
	Iteration 31Q: 3 clusters Score -1533746 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 10792 members 
Entering Unmasked Estep 
Score: -1533760.125000 Penalty: 4663.491211
	Iteration 32Q: 3 clusters Score -1533760 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 10808 members 
Entering Unmasked Estep 
Score: -1533766.625000 Penalty: 4663.491211
	Iteration 33Q: 3 clusters Score -1533767 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 10817 members 
Entering Unmasked Estep 
Score: -1533774.000000 Penalty: 4663.491211
	Iteration 34Q: 3 clusters Score -1533774 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 10835 members 
Entering Unmasked Estep 
Score: -1533783.000000 Penalty: 4663.491211
	Iteration 35Q: 3 clusters Score -1533783 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 10838 members 
Entering Unmasked Estep 
Score: -1533787.875000 Penalty: 4663.491211
	Iteration 36Q: 3 clusters Score -1533788 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 10836 members 
Entering Unmasked Estep 
Score: -1533793.750000 Penalty: 4663.491211
	Iteration 37Q: 3 clusters Score -1533794 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 10834 members 
Entering Unmasked Estep 
Score: -1533794.875000 Penalty: 4663.491211
	Iteration 38Q: 3 clusters Score -1533795 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 10837 members 
Entering Unmasked Estep 
Score: -1533795.250000 Penalty: 4663.491211
	Iteration 39Q: 3 clusters Score -1533795 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 10844 members 
Entering Unmasked Estep 
Score: -1533797.125000 Penalty: 4663.491211
	Iteration 40F: 3 clusters Score -1533797 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 10845 members 
Entering Unmasked Estep 
Score: -1533796.875000 Penalty: 4663.491211
	Iteration 41Q: 3 clusters Score -1533797 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 10848 members 
Entering Unmasked Estep 
Score: -1533798.875000 Penalty: 4663.491211
	Iteration 42Q: 3 clusters Score -1533799 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 10849 members 
Entering Unmasked Estep 
Score: -1533797.750000 Penalty: 4663.491211
	Iteration 43Q: 3 clusters Score -1533798 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 10851 members 
Entering Unmasked Estep 
Score: -1533799.125000 Penalty: 4663.491211
	Iteration 44Q: 3 clusters Score -1533799 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 10851 members 
Entering Unmasked Estep 
Score: -1533799.125000 Penalty: 4663.491211
	Iteration 45F: 3 clusters Score -1533799 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Entering Unmasked Estep 
Score: -538139.125000 Penalty: 2080.335693
	Iteration 0F: 2 clusters Score -538139.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -534004.187500 Penalty: 4160.671387
	Iteration 0F: 3 clusters Score -534004.2 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -534860.187500 Penalty: 4160.671387
	Iteration 1F: 3 clusters Score -534860.2 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -535112.250000 Penalty: 4160.671387
	Iteration 2F: 3 clusters Score -535112.2 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -535340.375000 Penalty: 4160.671387
	Iteration 3F: 3 clusters Score -535340.4 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -535601.250000 Penalty: 4160.671387
	Iteration 4F: 3 clusters Score -535601.2 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -535892.937500 Penalty: 4160.671387
	Iteration 5F: 3 clusters Score -535892.9 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -536149.625000 Penalty: 4160.671387
	Iteration 6F: 3 clusters Score -536149.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -536352.500000 Penalty: 4160.671387
	Iteration 7F: 3 clusters Score -536352.5 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -536499.375000 Penalty: 4160.671387
	Iteration 8Q: 3 clusters Score -536499.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -536587.562500 Penalty: 4160.671387
	Iteration 9Q: 3 clusters Score -536587.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -536659.312500 Penalty: 4160.671387
	Iteration 10Q: 3 clusters Score -536659.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -536726.500000 Penalty: 4160.671387
	Iteration 11Q: 3 clusters Score -536726.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -536782.437500 Penalty: 4160.671387
	Iteration 12Q: 3 clusters Score -536782.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -536825.625000 Penalty: 4160.671387
	Iteration 13Q: 3 clusters Score -536825.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -536860.812500 Penalty: 4160.671387
	Iteration 14Q: 3 clusters Score -536860.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -536884.750000 Penalty: 4160.671387
	Iteration 15Q: 3 clusters Score -536884.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -536918.687500 Penalty: 4160.671387
	Iteration 16Q: 3 clusters Score -536918.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -536945.062500 Penalty: 4160.671387
	Iteration 17Q: 3 clusters Score -536945.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -536969.750000 Penalty: 4160.671387
	Iteration 18Q: 3 clusters Score -536969.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -536989.125000 Penalty: 4160.671387
	Iteration 19Q: 3 clusters Score -536989.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -536998.875000 Penalty: 4160.671387
	Iteration 20F: 3 clusters Score -536998.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -537007.375000 Penalty: 4160.671387
	Iteration 21Q: 3 clusters Score -537007.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -537013.187500 Penalty: 4160.671387
	Iteration 22Q: 3 clusters Score -537013.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -537020.312500 Penalty: 4160.671387
	Iteration 23Q: 3 clusters Score -537020.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -537027.375000 Penalty: 4160.671387
	Iteration 24Q: 3 clusters Score -537027.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -537035.062500 Penalty: 4160.671387
	Iteration 25Q: 3 clusters Score -537035.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -537047.500000 Penalty: 4160.671387
	Iteration 26Q: 3 clusters Score -537047.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -537064.812500 Penalty: 4160.671387
	Iteration 27Q: 3 clusters Score -537064.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -537080.750000 Penalty: 4160.671387
	Iteration 28Q: 3 clusters Score -537080.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -537100.437500 Penalty: 4160.671387
	Iteration 29Q: 3 clusters Score -537100.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -537126.062500 Penalty: 4160.671387
	Iteration 30Q: 3 clusters Score -537126.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -537162.750000 Penalty: 4160.671387
	Iteration 31Q: 3 clusters Score -537162.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -537209.687500 Penalty: 4160.671387
	Iteration 32Q: 3 clusters Score -537209.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -537276.625000 Penalty: 4160.671387
	Iteration 33Q: 3 clusters Score -537276.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -537355.437500 Penalty: 4160.671387
	Iteration 34Q: 3 clusters Score -537355.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -537429.312500 Penalty: 4160.671387
	Iteration 35Q: 3 clusters Score -537429.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -537488.375000 Penalty: 4160.671387
	Iteration 36Q: 3 clusters Score -537488.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -537529.812500 Penalty: 4160.671387
	Iteration 37Q: 3 clusters Score -537529.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -537558.687500 Penalty: 4160.671387
	Iteration 38Q: 3 clusters Score -537558.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -537569.562500 Penalty: 4160.671387
	Iteration 39Q: 3 clusters Score -537569.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -537575.500000 Penalty: 4160.671387
	Iteration 40F: 3 clusters Score -537575.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -537579.937500 Penalty: 4160.671387
	Iteration 41Q: 3 clusters Score -537579.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -537585.812500 Penalty: 4160.671387
	Iteration 42Q: 3 clusters Score -537585.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -537586.562500 Penalty: 4160.671387
	Iteration 43Q: 3 clusters Score -537586.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -537588.625000 Penalty: 4160.671387
	Iteration 44Q: 3 clusters Score -537588.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -537590.062500 Penalty: 4160.671387
	Iteration 45Q: 3 clusters Score -537590.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -537589.875000 Penalty: 4160.671387
	Iteration 46Q: 3 clusters Score -537589.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -537589.875000 Penalty: 4160.671387
	Iteration 47F: 3 clusters Score -537589.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (225591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225591 members 
Entering Unmasked Estep 
Score: -29101144.000000 Penalty: 3056.966797
	Iteration 0F: 2 clusters Score -2.910114e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112871 members 
Mstep: Class 2 contains 112720 members 
Entering Unmasked Estep 
Score: -28968712.000000 Penalty: 6113.933594
	Iteration 0F: 3 clusters Score -2.896871e+07 nChanged 108598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116785 members 
Mstep: Class 2 contains 108806 members 
Entering Unmasked Estep 
Score: -29033432.000000 Penalty: 6113.933594
	Iteration 1F: 3 clusters Score -2.903343e+07 nChanged 8064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119375 members 
Mstep: Class 2 contains 106216 members 
Entering Unmasked Estep 
Score: -29035562.000000 Penalty: 6113.933594
	Iteration 2Q: 3 clusters Score -2.903556e+07 nChanged 9660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123103 members 
Mstep: Class 2 contains 102488 members 
Entering Unmasked Estep 
Score: -29038966.000000 Penalty: 6113.933594
	Iteration 3Q: 3 clusters Score -2.903897e+07 nChanged 11478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128351 members 
Mstep: Class 2 contains 97240 members 
Entering Unmasked Estep 
Score: -29043726.000000 Penalty: 6113.933594
	Iteration 4F: 3 clusters Score -2.904373e+07 nChanged 13071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135066 members 
Mstep: Class 2 contains 90525 members 
Entering Unmasked Estep 
Score: -29049450.000000 Penalty: 6113.933594
	Iteration 5F: 3 clusters Score -2.904945e+07 nChanged 13530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142772 members 
Mstep: Class 2 contains 82819 members 
Entering Unmasked Estep 
Score: -29055738.000000 Penalty: 6113.933594
	Iteration 6F: 3 clusters Score -2.905574e+07 nChanged 12892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151030 members 
Mstep: Class 2 contains 74561 members 
Entering Unmasked Estep 
Score: -29061904.000000 Penalty: 6113.933594
	Iteration 7F: 3 clusters Score -2.90619e+07 nChanged 11483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159521 members 
Mstep: Class 2 contains 66070 members 
Entering Unmasked Estep 
Score: -29067712.000000 Penalty: 6113.933594
	Iteration 8F: 3 clusters Score -2.906771e+07 nChanged 10193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168148 members 
Mstep: Class 2 contains 57443 members 
Entering Unmasked Estep 
Score: -29073520.000000 Penalty: 6113.933594
	Iteration 9Q: 3 clusters Score -2.907352e+07 nChanged 9265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176807 members 
Mstep: Class 2 contains 48784 members 
Entering Unmasked Estep 
Score: -29079866.000000 Penalty: 6113.933594
	Iteration 10Q: 3 clusters Score -2.907987e+07 nChanged 9435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186090 members 
Mstep: Class 2 contains 39501 members 
Entering Unmasked Estep 
Score: -29086296.000000 Penalty: 6113.933594
	Iteration 11Q: 3 clusters Score -2.90863e+07 nChanged 9629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195699 members 
Mstep: Class 2 contains 29892 members 
Entering Unmasked Estep 
Score: -29091770.000000 Penalty: 6113.933594
	Iteration 12Q: 3 clusters Score -2.909177e+07 nChanged 8833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204526 members 
Mstep: Class 2 contains 21065 members 
Entering Unmasked Estep 
Score: -29094768.000000 Penalty: 6113.933594
	Iteration 13Q: 3 clusters Score -2.909477e+07 nChanged 6971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211495 members 
Mstep: Class 2 contains 14096 members 
Entering Unmasked Estep 
Score: -29096378.000000 Penalty: 6113.933594
	Iteration 14Q: 3 clusters Score -2.909638e+07 nChanged 4811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216306 members 
Mstep: Class 2 contains 9285 members 
Entering Unmasked Estep 
Score: -29097184.000000 Penalty: 6113.933594
	Iteration 15Q: 3 clusters Score -2.909718e+07 nChanged 3033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219329 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -29097862.000000 Penalty: 6113.933594
	Iteration 16Q: 3 clusters Score -2.909786e+07 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221244 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -29098086.000000 Penalty: 6113.933594
	Iteration 17Q: 3 clusters Score -2.909809e+07 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222388 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -29098320.000000 Penalty: 6113.933594
	Iteration 18Q: 3 clusters Score -2.909832e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223067 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -29098418.000000 Penalty: 6113.933594
	Iteration 19Q: 3 clusters Score -2.909842e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223513 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -29098514.000000 Penalty: 6113.933594
	Iteration 20F: 3 clusters Score -2.909851e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223832 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -29098592.000000 Penalty: 6113.933594
	Iteration 21Q: 3 clusters Score -2.909859e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224051 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -29098666.000000 Penalty: 6113.933594
	Iteration 22Q: 3 clusters Score -2.909867e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224201 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -29098714.000000 Penalty: 6113.933594
	Iteration 23Q: 3 clusters Score -2.909871e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224304 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -29098758.000000 Penalty: 6113.933594
	Iteration 24Q: 3 clusters Score -2.909876e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224397 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -29098786.000000 Penalty: 6113.933594
	Iteration 25Q: 3 clusters Score -2.909879e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224462 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -29098774.000000 Penalty: 6113.933594
	Iteration 26Q: 3 clusters Score -2.909877e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224508 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -29098782.000000 Penalty: 6113.933594
	Iteration 27Q: 3 clusters Score -2.909878e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224549 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -29098778.000000 Penalty: 6113.933594
	Iteration 28Q: 3 clusters Score -2.909878e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224575 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -29098820.000000 Penalty: 6113.933594
	Iteration 29Q: 3 clusters Score -2.909882e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224595 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -29098806.000000 Penalty: 6113.933594
	Iteration 30Q: 3 clusters Score -2.909881e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224619 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -29098806.000000 Penalty: 6113.933594
	Iteration 31Q: 3 clusters Score -2.909881e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224632 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -29098814.000000 Penalty: 6113.933594
	Iteration 32Q: 3 clusters Score -2.909881e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224648 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -29098814.000000 Penalty: 6113.933594
	Iteration 33Q: 3 clusters Score -2.909881e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224658 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -29098816.000000 Penalty: 6113.933594
	Iteration 34Q: 3 clusters Score -2.909882e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224669 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -29098844.000000 Penalty: 6113.933594
	Iteration 35Q: 3 clusters Score -2.909884e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224676 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -29098828.000000 Penalty: 6113.933594
	Iteration 36Q: 3 clusters Score -2.909883e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224683 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -29098836.000000 Penalty: 6113.933594
	Iteration 37Q: 3 clusters Score -2.909884e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224688 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -29098832.000000 Penalty: 6113.933594
	Iteration 38Q: 3 clusters Score -2.909883e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224693 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -29098844.000000 Penalty: 6113.933594
	Iteration 39Q: 3 clusters Score -2.909884e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224699 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -29098856.000000 Penalty: 6113.933594
	Iteration 40F: 3 clusters Score -2.909886e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224703 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -29098832.000000 Penalty: 6113.933594
	Iteration 41Q: 3 clusters Score -2.909883e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224708 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -29098822.000000 Penalty: 6113.933594
	Iteration 42Q: 3 clusters Score -2.909882e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224712 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -29098824.000000 Penalty: 6113.933594
	Iteration 43Q: 3 clusters Score -2.909882e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224716 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -29098816.000000 Penalty: 6113.933594
	Iteration 44Q: 3 clusters Score -2.909882e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224717 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -29098810.000000 Penalty: 6113.933594
	Iteration 45Q: 3 clusters Score -2.909881e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224720 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -29098810.000000 Penalty: 6113.933594
	Iteration 46Q: 3 clusters Score -2.909881e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224724 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -29098824.000000 Penalty: 6113.933594
	Iteration 47Q: 3 clusters Score -2.909882e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224731 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -29098812.000000 Penalty: 6113.933594
	Iteration 48Q: 3 clusters Score -2.909881e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224733 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -29098808.000000 Penalty: 6113.933594
	Iteration 49Q: 3 clusters Score -2.909881e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224736 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -29098808.000000 Penalty: 6113.933594
	Iteration 50Q: 3 clusters Score -2.909881e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224746 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -29098798.000000 Penalty: 6113.933594
	Iteration 51Q: 3 clusters Score -2.90988e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224755 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -29098816.000000 Penalty: 6113.933594
	Iteration 52Q: 3 clusters Score -2.909882e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224762 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -29098796.000000 Penalty: 6113.933594
	Iteration 53Q: 3 clusters Score -2.90988e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224772 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -29098806.000000 Penalty: 6113.933594
	Iteration 54Q: 3 clusters Score -2.909881e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224783 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -29098798.000000 Penalty: 6113.933594
	Iteration 55Q: 3 clusters Score -2.90988e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224789 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -29098796.000000 Penalty: 6113.933594
	Iteration 56Q: 3 clusters Score -2.90988e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224799 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -29098782.000000 Penalty: 6113.933594
	Iteration 57Q: 3 clusters Score -2.909878e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224805 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -29098762.000000 Penalty: 6113.933594
	Iteration 58Q: 3 clusters Score -2.909876e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224811 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -29098770.000000 Penalty: 6113.933594
	Iteration 59Q: 3 clusters Score -2.909877e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224816 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -29098776.000000 Penalty: 6113.933594
	Iteration 60F: 3 clusters Score -2.909878e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224820 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -29098752.000000 Penalty: 6113.933594
	Iteration 61Q: 3 clusters Score -2.909875e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224821 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -29098744.000000 Penalty: 6113.933594
	Iteration 62Q: 3 clusters Score -2.909874e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224822 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -29098756.000000 Penalty: 6113.933594
	Iteration 63Q: 3 clusters Score -2.909876e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224825 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -29098760.000000 Penalty: 6113.933594
	Iteration 64Q: 3 clusters Score -2.909876e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224827 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -29098758.000000 Penalty: 6113.933594
	Iteration 65Q: 3 clusters Score -2.909876e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224827 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -29098758.000000 Penalty: 6113.933594
	Iteration 66F: 3 clusters Score -2.909876e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (9309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Entering Unmasked Estep 
Score: -1135470.125000 Penalty: 2266.406738
	Iteration 0F: 2 clusters Score -1135470 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -1128295.250000 Penalty: 4532.813477
	Iteration 0F: 3 clusters Score -1128295 nChanged 3848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -1130326.750000 Penalty: 4532.813477
	Iteration 1F: 3 clusters Score -1130327 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -1130637.375000 Penalty: 4532.813477
	Iteration 2F: 3 clusters Score -1130637 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -1130840.125000 Penalty: 4532.813477
	Iteration 3F: 3 clusters Score -1130840 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -1130993.500000 Penalty: 4532.813477
	Iteration 4Q: 3 clusters Score -1130994 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -1131145.375000 Penalty: 4532.813477
	Iteration 5Q: 3 clusters Score -1131145 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -1131288.875000 Penalty: 4532.813477
	Iteration 6Q: 3 clusters Score -1131289 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -1131419.750000 Penalty: 4532.813477
	Iteration 7Q: 3 clusters Score -1131420 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -1131522.375000 Penalty: 4532.813477
	Iteration 8Q: 3 clusters Score -1131522 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -1131627.500000 Penalty: 4532.813477
	Iteration 9Q: 3 clusters Score -1131628 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -1131720.000000 Penalty: 4532.813477
	Iteration 10Q: 3 clusters Score -1131720 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -1131795.250000 Penalty: 4532.813477
	Iteration 11Q: 3 clusters Score -1131795 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -1131846.875000 Penalty: 4532.813477
	Iteration 12Q: 3 clusters Score -1131847 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -1131884.750000 Penalty: 4532.813477
	Iteration 13Q: 3 clusters Score -1131885 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -1131920.250000 Penalty: 4532.813477
	Iteration 14Q: 3 clusters Score -1131920 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -1131948.125000 Penalty: 4532.813477
	Iteration 15Q: 3 clusters Score -1131948 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -1131974.000000 Penalty: 4532.813477
	Iteration 16Q: 3 clusters Score -1131974 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -1132008.875000 Penalty: 4532.813477
	Iteration 17Q: 3 clusters Score -1132009 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -1132044.625000 Penalty: 4532.813477
	Iteration 18Q: 3 clusters Score -1132045 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -1132080.500000 Penalty: 4532.813477
	Iteration 19Q: 3 clusters Score -1132080 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -1132120.250000 Penalty: 4532.813477
	Iteration 20F: 3 clusters Score -1132120 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -1132153.875000 Penalty: 4532.813477
	Iteration 21Q: 3 clusters Score -1132154 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -1132194.000000 Penalty: 4532.813477
	Iteration 22Q: 3 clusters Score -1132194 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -1132232.625000 Penalty: 4532.813477
	Iteration 23Q: 3 clusters Score -1132233 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -1132275.250000 Penalty: 4532.813477
	Iteration 24Q: 3 clusters Score -1132275 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -1132321.125000 Penalty: 4532.813477
	Iteration 25Q: 3 clusters Score -1132321 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -1132359.875000 Penalty: 4532.813477
	Iteration 26Q: 3 clusters Score -1132360 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -1132396.000000 Penalty: 4532.813477
	Iteration 27Q: 3 clusters Score -1132396 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -1132432.750000 Penalty: 4532.813477
	Iteration 28Q: 3 clusters Score -1132433 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -1132457.000000 Penalty: 4532.813477
	Iteration 29Q: 3 clusters Score -1132457 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -1132481.250000 Penalty: 4532.813477
	Iteration 30Q: 3 clusters Score -1132481 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -1132503.625000 Penalty: 4532.813477
	Iteration 31Q: 3 clusters Score -1132504 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -1132533.375000 Penalty: 4532.813477
	Iteration 32Q: 3 clusters Score -1132533 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -1132570.500000 Penalty: 4532.813477
	Iteration 33Q: 3 clusters Score -1132570 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -1132607.000000 Penalty: 4532.813477
	Iteration 34Q: 3 clusters Score -1132607 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -1132643.000000 Penalty: 4532.813477
	Iteration 35Q: 3 clusters Score -1132643 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -1132672.875000 Penalty: 4532.813477
	Iteration 36Q: 3 clusters Score -1132673 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -1132707.250000 Penalty: 4532.813477
	Iteration 37Q: 3 clusters Score -1132707 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -1132741.000000 Penalty: 4532.813477
	Iteration 38Q: 3 clusters Score -1132741 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -1132780.000000 Penalty: 4532.813477
	Iteration 39Q: 3 clusters Score -1132780 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -1132814.250000 Penalty: 4532.813477
	Iteration 40F: 3 clusters Score -1132814 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -1132846.000000 Penalty: 4532.813477
	Iteration 41Q: 3 clusters Score -1132846 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -1132886.375000 Penalty: 4532.813477
	Iteration 42Q: 3 clusters Score -1132886 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -1132940.500000 Penalty: 4532.813477
	Iteration 43Q: 3 clusters Score -1132940 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -1132989.125000 Penalty: 4532.813477
	Iteration 44Q: 3 clusters Score -1132989 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -1133037.500000 Penalty: 4532.813477
	Iteration 45Q: 3 clusters Score -1133038 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -1133078.500000 Penalty: 4532.813477
	Iteration 46Q: 3 clusters Score -1133078 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -1133118.750000 Penalty: 4532.813477
	Iteration 47Q: 3 clusters Score -1133119 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -1133148.125000 Penalty: 4532.813477
	Iteration 48Q: 3 clusters Score -1133148 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -1133178.625000 Penalty: 4532.813477
	Iteration 49Q: 3 clusters Score -1133179 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -1133202.750000 Penalty: 4532.813477
	Iteration 50Q: 3 clusters Score -1133203 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -1133229.500000 Penalty: 4532.813477
	Iteration 51Q: 3 clusters Score -1133230 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -1133244.250000 Penalty: 4532.813477
	Iteration 52Q: 3 clusters Score -1133244 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -1133268.625000 Penalty: 4532.813477
	Iteration 53Q: 3 clusters Score -1133269 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -1133279.000000 Penalty: 4532.813477
	Iteration 54Q: 3 clusters Score -1133279 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -1133293.375000 Penalty: 4532.813477
	Iteration 55Q: 3 clusters Score -1133293 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -1133303.125000 Penalty: 4532.813477
	Iteration 56Q: 3 clusters Score -1133303 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -1133307.750000 Penalty: 4532.813477
	Iteration 57Q: 3 clusters Score -1133308 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -1133322.125000 Penalty: 4532.813477
	Iteration 58Q: 3 clusters Score -1133322 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -1133332.000000 Penalty: 4532.813477
	Iteration 59Q: 3 clusters Score -1133332 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -1133347.375000 Penalty: 4532.813477
	Iteration 60F: 3 clusters Score -1133347 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -1133365.750000 Penalty: 4532.813477
	Iteration 61Q: 3 clusters Score -1133366 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -1133382.625000 Penalty: 4532.813477
	Iteration 62Q: 3 clusters Score -1133383 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -1133398.750000 Penalty: 4532.813477
	Iteration 63Q: 3 clusters Score -1133399 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -1133408.625000 Penalty: 4532.813477
	Iteration 64Q: 3 clusters Score -1133409 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -1133420.125000 Penalty: 4532.813477
	Iteration 65Q: 3 clusters Score -1133420 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -1133428.250000 Penalty: 4532.813477
	Iteration 66Q: 3 clusters Score -1133428 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -1133439.000000 Penalty: 4532.813477
	Iteration 67Q: 3 clusters Score -1133439 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -1133446.250000 Penalty: 4532.813477
	Iteration 68Q: 3 clusters Score -1133446 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -1133452.875000 Penalty: 4532.813477
	Iteration 69Q: 3 clusters Score -1133453 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -1133458.250000 Penalty: 4532.813477
	Iteration 70Q: 3 clusters Score -1133458 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -1133464.375000 Penalty: 4532.813477
	Iteration 71Q: 3 clusters Score -1133464 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -1133468.125000 Penalty: 4532.813477
	Iteration 72Q: 3 clusters Score -1133468 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -1133474.750000 Penalty: 4532.813477
	Iteration 73Q: 3 clusters Score -1133475 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -1133484.000000 Penalty: 4532.813477
	Iteration 74Q: 3 clusters Score -1133484 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -1133487.875000 Penalty: 4532.813477
	Iteration 75Q: 3 clusters Score -1133488 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -1133493.125000 Penalty: 4532.813477
	Iteration 76Q: 3 clusters Score -1133493 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -1133501.250000 Penalty: 4532.813477
	Iteration 77Q: 3 clusters Score -1133501 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -1133512.750000 Penalty: 4532.813477
	Iteration 78Q: 3 clusters Score -1133513 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -1133521.500000 Penalty: 4532.813477
	Iteration 79Q: 3 clusters Score -1133522 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -1133526.500000 Penalty: 4532.813477
	Iteration 80F: 3 clusters Score -1133526 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -1133534.000000 Penalty: 4532.813477
	Iteration 81Q: 3 clusters Score -1133534 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -1133539.500000 Penalty: 4532.813477
	Iteration 82Q: 3 clusters Score -1133540 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -1133545.500000 Penalty: 4532.813477
	Iteration 83Q: 3 clusters Score -1133546 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -1133548.250000 Penalty: 4532.813477
	Iteration 84Q: 3 clusters Score -1133548 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -1133550.000000 Penalty: 4532.813477
	Iteration 85Q: 3 clusters Score -1133550 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -1133550.875000 Penalty: 4532.813477
	Iteration 86Q: 3 clusters Score -1133551 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -1133551.375000 Penalty: 4532.813477
	Iteration 87Q: 3 clusters Score -1133551 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -1133554.875000 Penalty: 4532.813477
	Iteration 88Q: 3 clusters Score -1133555 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -1133556.250000 Penalty: 4532.813477
	Iteration 89Q: 3 clusters Score -1133556 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -1133555.875000 Penalty: 4532.813477
	Iteration 90Q: 3 clusters Score -1133556 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -1133560.250000 Penalty: 4532.813477
	Iteration 91Q: 3 clusters Score -1133560 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -1133563.125000 Penalty: 4532.813477
	Iteration 92Q: 3 clusters Score -1133563 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -1133565.000000 Penalty: 4532.813477
	Iteration 93Q: 3 clusters Score -1133565 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -1133564.250000 Penalty: 4532.813477
	Iteration 94Q: 3 clusters Score -1133564 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -1133563.750000 Penalty: 4532.813477
	Iteration 95Q: 3 clusters Score -1133564 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -1133563.750000 Penalty: 4532.813477
	Iteration 96F: 3 clusters Score -1133564 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (5313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Entering Unmasked Estep 
Score: -657463.500000 Penalty: 2127.322266
	Iteration 0F: 2 clusters Score -657463.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -652758.375000 Penalty: 4254.644531
	Iteration 0F: 3 clusters Score -652758.4 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -653940.125000 Penalty: 4254.644531
	Iteration 1F: 3 clusters Score -653940.1 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -654318.062500 Penalty: 4254.644531
	Iteration 2F: 3 clusters Score -654318.1 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -654698.437500 Penalty: 4254.644531
	Iteration 3F: 3 clusters Score -654698.4 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -655059.687500 Penalty: 4254.644531
	Iteration 4F: 3 clusters Score -655059.7 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -655366.062500 Penalty: 4254.644531
	Iteration 5F: 3 clusters Score -655366.1 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -655576.562500 Penalty: 4254.644531
	Iteration 6Q: 3 clusters Score -655576.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -655707.750000 Penalty: 4254.644531
	Iteration 7Q: 3 clusters Score -655707.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -655812.625000 Penalty: 4254.644531
	Iteration 8Q: 3 clusters Score -655812.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -655904.250000 Penalty: 4254.644531
	Iteration 9Q: 3 clusters Score -655904.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -655996.250000 Penalty: 4254.644531
	Iteration 10Q: 3 clusters Score -655996.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -656055.375000 Penalty: 4254.644531
	Iteration 11Q: 3 clusters Score -656055.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -656110.500000 Penalty: 4254.644531
	Iteration 12Q: 3 clusters Score -656110.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -656138.062500 Penalty: 4254.644531
	Iteration 13Q: 3 clusters Score -656138.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -656156.562500 Penalty: 4254.644531
	Iteration 14Q: 3 clusters Score -656156.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -656169.937500 Penalty: 4254.644531
	Iteration 15Q: 3 clusters Score -656169.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -656177.000000 Penalty: 4254.644531
	Iteration 16Q: 3 clusters Score -656177 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -656181.187500 Penalty: 4254.644531
	Iteration 17Q: 3 clusters Score -656181.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -656182.937500 Penalty: 4254.644531
	Iteration 18Q: 3 clusters Score -656182.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -656183.187500 Penalty: 4254.644531
	Iteration 19Q: 3 clusters Score -656183.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -656184.875000 Penalty: 4254.644531
	Iteration 20F: 3 clusters Score -656184.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -656187.125000 Penalty: 4254.644531
	Iteration 21Q: 3 clusters Score -656187.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -656186.687500 Penalty: 4254.644531
	Iteration 22Q: 3 clusters Score -656186.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -656188.000000 Penalty: 4254.644531
	Iteration 23Q: 3 clusters Score -656188 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -656187.687500 Penalty: 4254.644531
	Iteration 24Q: 3 clusters Score -656187.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -656187.687500 Penalty: 4254.644531
	Iteration 25F: 3 clusters Score -656187.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (26996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26996 members 
Entering Unmasked Estep 
Score: -3491217.500000 Penalty: 2530.454102
	Iteration 0F: 2 clusters Score -3491218 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13539 members 
Mstep: Class 2 contains 13457 members 
Entering Unmasked Estep 
Score: -3472582.750000 Penalty: 5060.908203
	Iteration 0F: 3 clusters Score -3472583 nChanged 12105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13604 members 
Mstep: Class 2 contains 13392 members 
Entering Unmasked Estep 
Score: -3479124.000000 Penalty: 5060.908203
	Iteration 1F: 3 clusters Score -3479124 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13685 members 
Mstep: Class 2 contains 13311 members 
Entering Unmasked Estep 
Score: -3479476.250000 Penalty: 5060.908203
	Iteration 2Q: 3 clusters Score -3479476 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13718 members 
Mstep: Class 2 contains 13278 members 
Entering Unmasked Estep 
Score: -3479775.750000 Penalty: 5060.908203
	Iteration 3Q: 3 clusters Score -3479776 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13774 members 
Mstep: Class 2 contains 13222 members 
Entering Unmasked Estep 
Score: -3480011.250000 Penalty: 5060.908203
	Iteration 4Q: 3 clusters Score -3480011 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13805 members 
Mstep: Class 2 contains 13191 members 
Entering Unmasked Estep 
Score: -3480254.000000 Penalty: 5060.908203
	Iteration 5Q: 3 clusters Score -3480254 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13824 members 
Mstep: Class 2 contains 13172 members 
Entering Unmasked Estep 
Score: -3480452.000000 Penalty: 5060.908203
	Iteration 6Q: 3 clusters Score -3480452 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13853 members 
Mstep: Class 2 contains 13143 members 
Entering Unmasked Estep 
Score: -3480645.250000 Penalty: 5060.908203
	Iteration 7Q: 3 clusters Score -3480645 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13886 members 
Mstep: Class 2 contains 13110 members 
Entering Unmasked Estep 
Score: -3480818.750000 Penalty: 5060.908203
	Iteration 8Q: 3 clusters Score -3480819 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13915 members 
Mstep: Class 2 contains 13081 members 
Entering Unmasked Estep 
Score: -3481033.750000 Penalty: 5060.908203
	Iteration 9Q: 3 clusters Score -3481034 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13933 members 
Mstep: Class 2 contains 13063 members 
Entering Unmasked Estep 
Score: -3481242.250000 Penalty: 5060.908203
	Iteration 10Q: 3 clusters Score -3481242 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13945 members 
Mstep: Class 2 contains 13051 members 
Entering Unmasked Estep 
Score: -3481475.000000 Penalty: 5060.908203
	Iteration 11Q: 3 clusters Score -3481475 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13951 members 
Mstep: Class 2 contains 13045 members 
Entering Unmasked Estep 
Score: -3481737.500000 Penalty: 5060.908203
	Iteration 12Q: 3 clusters Score -3481738 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13985 members 
Mstep: Class 2 contains 13011 members 
Entering Unmasked Estep 
Score: -3482043.000000 Penalty: 5060.908203
	Iteration 13Q: 3 clusters Score -3482043 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14015 members 
Mstep: Class 2 contains 12981 members 
Entering Unmasked Estep 
Score: -3482502.000000 Penalty: 5060.908203
	Iteration 14Q: 3 clusters Score -3482502 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13982 members 
Mstep: Class 2 contains 13014 members 
Entering Unmasked Estep 
Score: -3483043.500000 Penalty: 5060.908203
	Iteration 15Q: 3 clusters Score -3483044 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13893 members 
Mstep: Class 2 contains 13103 members 
Entering Unmasked Estep 
Score: -3483704.500000 Penalty: 5060.908203
	Iteration 16Q: 3 clusters Score -3483704 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13675 members 
Mstep: Class 2 contains 13321 members 
Entering Unmasked Estep 
Score: -3484441.750000 Penalty: 5060.908203
	Iteration 17Q: 3 clusters Score -3484442 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13374 members 
Mstep: Class 2 contains 13622 members 
Entering Unmasked Estep 
Score: -3485173.000000 Penalty: 5060.908203
	Iteration 18Q: 3 clusters Score -3485173 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13093 members 
Mstep: Class 2 contains 13903 members 
Entering Unmasked Estep 
Score: -3485711.500000 Penalty: 5060.908203
	Iteration 19Q: 3 clusters Score -3485712 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12813 members 
Mstep: Class 2 contains 14183 members 
Entering Unmasked Estep 
Score: -3486003.250000 Penalty: 5060.908203
	Iteration 20F: 3 clusters Score -3486003 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12554 members 
Mstep: Class 2 contains 14442 members 
Entering Unmasked Estep 
Score: -3486158.250000 Penalty: 5060.908203
	Iteration 21Q: 3 clusters Score -3486158 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12343 members 
Mstep: Class 2 contains 14653 members 
Entering Unmasked Estep 
Score: -3486254.500000 Penalty: 5060.908203
	Iteration 22Q: 3 clusters Score -3486254 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12116 members 
Mstep: Class 2 contains 14880 members 
Entering Unmasked Estep 
Score: -3486324.500000 Penalty: 5060.908203
	Iteration 23Q: 3 clusters Score -3486324 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11935 members 
Mstep: Class 2 contains 15061 members 
Entering Unmasked Estep 
Score: -3486372.000000 Penalty: 5060.908203
	Iteration 24Q: 3 clusters Score -3486372 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11735 members 
Mstep: Class 2 contains 15261 members 
Entering Unmasked Estep 
Score: -3486417.500000 Penalty: 5060.908203
	Iteration 25Q: 3 clusters Score -3486418 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11510 members 
Mstep: Class 2 contains 15486 members 
Entering Unmasked Estep 
Score: -3486479.250000 Penalty: 5060.908203
	Iteration 26Q: 3 clusters Score -3486479 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11286 members 
Mstep: Class 2 contains 15710 members 
Entering Unmasked Estep 
Score: -3486541.500000 Penalty: 5060.908203
	Iteration 27Q: 3 clusters Score -3486542 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11056 members 
Mstep: Class 2 contains 15940 members 
Entering Unmasked Estep 
Score: -3486592.000000 Penalty: 5060.908203
	Iteration 28Q: 3 clusters Score -3486592 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10816 members 
Mstep: Class 2 contains 16180 members 
Entering Unmasked Estep 
Score: -3486664.250000 Penalty: 5060.908203
	Iteration 29Q: 3 clusters Score -3486664 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10574 members 
Mstep: Class 2 contains 16422 members 
Entering Unmasked Estep 
Score: -3486733.750000 Penalty: 5060.908203
	Iteration 30Q: 3 clusters Score -3486734 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 16657 members 
Entering Unmasked Estep 
Score: -3486795.250000 Penalty: 5060.908203
	Iteration 31Q: 3 clusters Score -3486795 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 16893 members 
Entering Unmasked Estep 
Score: -3486861.250000 Penalty: 5060.908203
	Iteration 32Q: 3 clusters Score -3486861 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9875 members 
Mstep: Class 2 contains 17121 members 
Entering Unmasked Estep 
Score: -3486909.250000 Penalty: 5060.908203
	Iteration 33Q: 3 clusters Score -3486909 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 17352 members 
Entering Unmasked Estep 
Score: -3486964.250000 Penalty: 5060.908203
	Iteration 34Q: 3 clusters Score -3486964 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 17579 members 
Entering Unmasked Estep 
Score: -3487016.000000 Penalty: 5060.908203
	Iteration 35Q: 3 clusters Score -3487016 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 17784 members 
Entering Unmasked Estep 
Score: -3487058.750000 Penalty: 5060.908203
	Iteration 36Q: 3 clusters Score -3487059 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 17991 members 
Entering Unmasked Estep 
Score: -3487101.500000 Penalty: 5060.908203
	Iteration 37Q: 3 clusters Score -3487102 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 18190 members 
Entering Unmasked Estep 
Score: -3487132.250000 Penalty: 5060.908203
	Iteration 38Q: 3 clusters Score -3487132 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 18394 members 
Entering Unmasked Estep 
Score: -3487188.000000 Penalty: 5060.908203
	Iteration 39Q: 3 clusters Score -3487188 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 18589 members 
Entering Unmasked Estep 
Score: -3487218.750000 Penalty: 5060.908203
	Iteration 40F: 3 clusters Score -3487219 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 18787 members 
Entering Unmasked Estep 
Score: -3487273.750000 Penalty: 5060.908203
	Iteration 41Q: 3 clusters Score -3487274 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 18985 members 
Entering Unmasked Estep 
Score: -3487325.000000 Penalty: 5060.908203
	Iteration 42Q: 3 clusters Score -3487325 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 19202 members 
Entering Unmasked Estep 
Score: -3487378.250000 Penalty: 5060.908203
	Iteration 43Q: 3 clusters Score -3487378 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 19415 members 
Entering Unmasked Estep 
Score: -3487414.000000 Penalty: 5060.908203
	Iteration 44Q: 3 clusters Score -3487414 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 19610 members 
Entering Unmasked Estep 
Score: -3487459.250000 Penalty: 5060.908203
	Iteration 45Q: 3 clusters Score -3487459 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 19801 members 
Entering Unmasked Estep 
Score: -3487499.750000 Penalty: 5060.908203
	Iteration 46Q: 3 clusters Score -3487500 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 19999 members 
Entering Unmasked Estep 
Score: -3487551.500000 Penalty: 5060.908203
	Iteration 47Q: 3 clusters Score -3487552 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 20192 members 
Entering Unmasked Estep 
Score: -3487587.500000 Penalty: 5060.908203
	Iteration 48Q: 3 clusters Score -3487588 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 20369 members 
Entering Unmasked Estep 
Score: -3487632.750000 Penalty: 5060.908203
	Iteration 49Q: 3 clusters Score -3487633 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 20543 members 
Entering Unmasked Estep 
Score: -3487669.000000 Penalty: 5060.908203
	Iteration 50Q: 3 clusters Score -3487669 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 20722 members 
Entering Unmasked Estep 
Score: -3487702.500000 Penalty: 5060.908203
	Iteration 51Q: 3 clusters Score -3487702 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 20895 members 
Entering Unmasked Estep 
Score: -3487730.250000 Penalty: 5060.908203
	Iteration 52Q: 3 clusters Score -3487730 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 21046 members 
Entering Unmasked Estep 
Score: -3487772.750000 Penalty: 5060.908203
	Iteration 53Q: 3 clusters Score -3487773 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 21177 members 
Entering Unmasked Estep 
Score: -3487793.000000 Penalty: 5060.908203
	Iteration 54Q: 3 clusters Score -3487793 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 21337 members 
Entering Unmasked Estep 
Score: -3487832.250000 Penalty: 5060.908203
	Iteration 55Q: 3 clusters Score -3487832 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 21483 members 
Entering Unmasked Estep 
Score: -3487858.500000 Penalty: 5060.908203
	Iteration 56Q: 3 clusters Score -3487858 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 21626 members 
Entering Unmasked Estep 
Score: -3487876.000000 Penalty: 5060.908203
	Iteration 57Q: 3 clusters Score -3487876 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 21739 members 
Entering Unmasked Estep 
Score: -3487897.500000 Penalty: 5060.908203
	Iteration 58Q: 3 clusters Score -3487898 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 21859 members 
Entering Unmasked Estep 
Score: -3487921.750000 Penalty: 5060.908203
	Iteration 59Q: 3 clusters Score -3487922 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 21967 members 
Entering Unmasked Estep 
Score: -3487944.750000 Penalty: 5060.908203
	Iteration 60F: 3 clusters Score -3487945 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 22077 members 
Entering Unmasked Estep 
Score: -3487978.000000 Penalty: 5060.908203
	Iteration 61Q: 3 clusters Score -3487978 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 22203 members 
Entering Unmasked Estep 
Score: -3488016.250000 Penalty: 5060.908203
	Iteration 62Q: 3 clusters Score -3488016 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 22300 members 
Entering Unmasked Estep 
Score: -3488028.250000 Penalty: 5060.908203
	Iteration 63Q: 3 clusters Score -3488028 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 22412 members 
Entering Unmasked Estep 
Score: -3488033.500000 Penalty: 5060.908203
	Iteration 64Q: 3 clusters Score -3488034 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 22512 members 
Entering Unmasked Estep 
Score: -3488041.250000 Penalty: 5060.908203
	Iteration 65Q: 3 clusters Score -3488041 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 22609 members 
Entering Unmasked Estep 
Score: -3488068.250000 Penalty: 5060.908203
	Iteration 66Q: 3 clusters Score -3488068 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 22702 members 
Entering Unmasked Estep 
Score: -3488086.000000 Penalty: 5060.908203
	Iteration 67Q: 3 clusters Score -3488086 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 22790 members 
Entering Unmasked Estep 
Score: -3488118.000000 Penalty: 5060.908203
	Iteration 68Q: 3 clusters Score -3488118 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 22881 members 
Entering Unmasked Estep 
Score: -3488123.000000 Penalty: 5060.908203
	Iteration 69Q: 3 clusters Score -3488123 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 22970 members 
Entering Unmasked Estep 
Score: -3488146.750000 Penalty: 5060.908203
	Iteration 70Q: 3 clusters Score -3488147 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 23060 members 
Entering Unmasked Estep 
Score: -3488166.250000 Penalty: 5060.908203
	Iteration 71Q: 3 clusters Score -3488166 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 23143 members 
Entering Unmasked Estep 
Score: -3488179.250000 Penalty: 5060.908203
	Iteration 72Q: 3 clusters Score -3488179 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 23233 members 
Entering Unmasked Estep 
Score: -3488214.500000 Penalty: 5060.908203
	Iteration 73Q: 3 clusters Score -3488214 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 23329 members 
Entering Unmasked Estep 
Score: -3488238.250000 Penalty: 5060.908203
	Iteration 74Q: 3 clusters Score -3488238 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 23455 members 
Entering Unmasked Estep 
Score: -3488274.750000 Penalty: 5060.908203
	Iteration 75Q: 3 clusters Score -3488275 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 23582 members 
Entering Unmasked Estep 
Score: -3488305.000000 Penalty: 5060.908203
	Iteration 76Q: 3 clusters Score -3488305 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 23708 members 
Entering Unmasked Estep 
Score: -3488343.500000 Penalty: 5060.908203
	Iteration 77Q: 3 clusters Score -3488344 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 23824 members 
Entering Unmasked Estep 
Score: -3488378.500000 Penalty: 5060.908203
	Iteration 78Q: 3 clusters Score -3488378 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 23951 members 
Entering Unmasked Estep 
Score: -3488400.500000 Penalty: 5060.908203
	Iteration 79Q: 3 clusters Score -3488400 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 24077 members 
Entering Unmasked Estep 
Score: -3488449.750000 Penalty: 5060.908203
	Iteration 80F: 3 clusters Score -3488450 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 24204 members 
Entering Unmasked Estep 
Score: -3488482.500000 Penalty: 5060.908203
	Iteration 81Q: 3 clusters Score -3488482 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 24334 members 
Entering Unmasked Estep 
Score: -3488538.000000 Penalty: 5060.908203
	Iteration 82Q: 3 clusters Score -3488538 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 24474 members 
Entering Unmasked Estep 
Score: -3488580.250000 Penalty: 5060.908203
	Iteration 83Q: 3 clusters Score -3488580 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 24592 members 
Entering Unmasked Estep 
Score: -3488628.250000 Penalty: 5060.908203
	Iteration 84Q: 3 clusters Score -3488628 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 24705 members 
Entering Unmasked Estep 
Score: -3488662.500000 Penalty: 5060.908203
	Iteration 85Q: 3 clusters Score -3488662 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 24795 members 
Entering Unmasked Estep 
Score: -3488690.750000 Penalty: 5060.908203
	Iteration 86Q: 3 clusters Score -3488691 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 24878 members 
Entering Unmasked Estep 
Score: -3488717.000000 Penalty: 5060.908203
	Iteration 87Q: 3 clusters Score -3488717 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 24955 members 
Entering Unmasked Estep 
Score: -3488747.250000 Penalty: 5060.908203
	Iteration 88Q: 3 clusters Score -3488747 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 25018 members 
Entering Unmasked Estep 
Score: -3488765.250000 Penalty: 5060.908203
	Iteration 89Q: 3 clusters Score -3488765 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 25072 members 
Entering Unmasked Estep 
Score: -3488773.500000 Penalty: 5060.908203
	Iteration 90Q: 3 clusters Score -3488774 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 25129 members 
Entering Unmasked Estep 
Score: -3488790.250000 Penalty: 5060.908203
	Iteration 91Q: 3 clusters Score -3488790 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 25179 members 
Entering Unmasked Estep 
Score: -3488809.500000 Penalty: 5060.908203
	Iteration 92Q: 3 clusters Score -3488810 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 25209 members 
Entering Unmasked Estep 
Score: -3488818.500000 Penalty: 5060.908203
	Iteration 93Q: 3 clusters Score -3488818 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 25241 members 
Entering Unmasked Estep 
Score: -3488819.750000 Penalty: 5060.908203
	Iteration 94Q: 3 clusters Score -3488820 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 25273 members 
Entering Unmasked Estep 
Score: -3488832.000000 Penalty: 5060.908203
	Iteration 95Q: 3 clusters Score -3488832 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 25301 members 
Entering Unmasked Estep 
Score: -3488841.500000 Penalty: 5060.908203
	Iteration 96Q: 3 clusters Score -3488842 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 25332 members 
Entering Unmasked Estep 
Score: -3488841.000000 Penalty: 5060.908203
	Iteration 97Q: 3 clusters Score -3488841 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 25355 members 
Entering Unmasked Estep 
Score: -3488844.750000 Penalty: 5060.908203
	Iteration 98Q: 3 clusters Score -3488845 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 25378 members 
Entering Unmasked Estep 
Score: -3488853.750000 Penalty: 5060.908203
	Iteration 99Q: 3 clusters Score -3488854 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 25398 members 
Entering Unmasked Estep 
Score: -3488851.000000 Penalty: 5060.908203
	Iteration 100F: 3 clusters Score -3488851 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 25419 members 
Entering Unmasked Estep 
Score: -3488863.500000 Penalty: 5060.908203
	Iteration 101Q: 3 clusters Score -3488864 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 25445 members 
Entering Unmasked Estep 
Score: -3488876.000000 Penalty: 5060.908203
	Iteration 102Q: 3 clusters Score -3488876 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 25466 members 
Entering Unmasked Estep 
Score: -3488879.250000 Penalty: 5060.908203
	Iteration 103Q: 3 clusters Score -3488879 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 25490 members 
Entering Unmasked Estep 
Score: -3488888.250000 Penalty: 5060.908203
	Iteration 104Q: 3 clusters Score -3488888 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 25518 members 
Entering Unmasked Estep 
Score: -3488901.500000 Penalty: 5060.908203
	Iteration 105Q: 3 clusters Score -3488902 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 25535 members 
Entering Unmasked Estep 
Score: -3488913.250000 Penalty: 5060.908203
	Iteration 106Q: 3 clusters Score -3488913 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 25552 members 
Entering Unmasked Estep 
Score: -3488908.250000 Penalty: 5060.908203
	Iteration 107Q: 3 clusters Score -3488908 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 25571 members 
Entering Unmasked Estep 
Score: -3488917.750000 Penalty: 5060.908203
	Iteration 108Q: 3 clusters Score -3488918 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 25592 members 
Entering Unmasked Estep 
Score: -3488930.500000 Penalty: 5060.908203
	Iteration 109Q: 3 clusters Score -3488930 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 25613 members 
Entering Unmasked Estep 
Score: -3488943.500000 Penalty: 5060.908203
	Iteration 110Q: 3 clusters Score -3488944 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 25624 members 
Entering Unmasked Estep 
Score: -3488941.500000 Penalty: 5060.908203
	Iteration 111Q: 3 clusters Score -3488942 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 25632 members 
Entering Unmasked Estep 
Score: -3488941.000000 Penalty: 5060.908203
	Iteration 112Q: 3 clusters Score -3488941 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 25637 members 
Entering Unmasked Estep 
Score: -3488944.500000 Penalty: 5060.908203
	Iteration 113Q: 3 clusters Score -3488944 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 25641 members 
Entering Unmasked Estep 
Score: -3488944.250000 Penalty: 5060.908203
	Iteration 114Q: 3 clusters Score -3488944 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 25645 members 
Entering Unmasked Estep 
Score: -3488948.500000 Penalty: 5060.908203
	Iteration 115Q: 3 clusters Score -3488948 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 25651 members 
Entering Unmasked Estep 
Score: -3488944.000000 Penalty: 5060.908203
	Iteration 116Q: 3 clusters Score -3488944 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 25658 members 
Entering Unmasked Estep 
Score: -3488943.000000 Penalty: 5060.908203
	Iteration 117Q: 3 clusters Score -3488943 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 25665 members 
Entering Unmasked Estep 
Score: -3488942.500000 Penalty: 5060.908203
	Iteration 118Q: 3 clusters Score -3488942 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 25671 members 
Entering Unmasked Estep 
Score: -3488947.500000 Penalty: 5060.908203
	Iteration 119Q: 3 clusters Score -3488948 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 25676 members 
Entering Unmasked Estep 
Score: -3488951.250000 Penalty: 5060.908203
	Iteration 120F: 3 clusters Score -3488951 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 25682 members 
Entering Unmasked Estep 
Score: -3488949.500000 Penalty: 5060.908203
	Iteration 121Q: 3 clusters Score -3488950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 25684 members 
Entering Unmasked Estep 
Score: -3488950.750000 Penalty: 5060.908203
	Iteration 122Q: 3 clusters Score -3488951 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 25685 members 
Entering Unmasked Estep 
Score: -3488949.500000 Penalty: 5060.908203
	Iteration 123Q: 3 clusters Score -3488950 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 25685 members 
Entering Unmasked Estep 
Score: -3488949.500000 Penalty: 5060.908203
	Iteration 124F: 3 clusters Score -3488950 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (9433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Entering Unmasked Estep 
Score: -1186046.000000 Penalty: 2269.688477
	Iteration 0F: 2 clusters Score -1186046 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -1178773.500000 Penalty: 4539.376953
	Iteration 0F: 3 clusters Score -1178774 nChanged 3871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -1180824.500000 Penalty: 4539.376953
	Iteration 1F: 3 clusters Score -1180824 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -1181144.000000 Penalty: 4539.376953
	Iteration 2F: 3 clusters Score -1181144 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -1181393.375000 Penalty: 4539.376953
	Iteration 3F: 3 clusters Score -1181393 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -1181599.000000 Penalty: 4539.376953
	Iteration 4Q: 3 clusters Score -1181599 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -1181788.000000 Penalty: 4539.376953
	Iteration 5Q: 3 clusters Score -1181788 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -1181948.625000 Penalty: 4539.376953
	Iteration 6Q: 3 clusters Score -1181949 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -1182092.250000 Penalty: 4539.376953
	Iteration 7Q: 3 clusters Score -1182092 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -1182217.750000 Penalty: 4539.376953
	Iteration 8Q: 3 clusters Score -1182218 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -1182361.375000 Penalty: 4539.376953
	Iteration 9Q: 3 clusters Score -1182361 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -1182500.125000 Penalty: 4539.376953
	Iteration 10Q: 3 clusters Score -1182500 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -1182631.625000 Penalty: 4539.376953
	Iteration 11Q: 3 clusters Score -1182632 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -1182766.125000 Penalty: 4539.376953
	Iteration 12Q: 3 clusters Score -1182766 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -1182920.375000 Penalty: 4539.376953
	Iteration 13Q: 3 clusters Score -1182920 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -1183047.625000 Penalty: 4539.376953
	Iteration 14Q: 3 clusters Score -1183048 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -1183156.125000 Penalty: 4539.376953
	Iteration 15Q: 3 clusters Score -1183156 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -1183237.500000 Penalty: 4539.376953
	Iteration 16Q: 3 clusters Score -1183238 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -1183294.375000 Penalty: 4539.376953
	Iteration 17Q: 3 clusters Score -1183294 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -1183340.000000 Penalty: 4539.376953
	Iteration 18Q: 3 clusters Score -1183340 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -1183362.750000 Penalty: 4539.376953
	Iteration 19Q: 3 clusters Score -1183363 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -1183383.250000 Penalty: 4539.376953
	Iteration 20F: 3 clusters Score -1183383 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -1183398.875000 Penalty: 4539.376953
	Iteration 21Q: 3 clusters Score -1183399 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -1183411.000000 Penalty: 4539.376953
	Iteration 22Q: 3 clusters Score -1183411 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -1183423.375000 Penalty: 4539.376953
	Iteration 23Q: 3 clusters Score -1183423 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -1183431.375000 Penalty: 4539.376953
	Iteration 24Q: 3 clusters Score -1183431 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -1183443.375000 Penalty: 4539.376953
	Iteration 25Q: 3 clusters Score -1183443 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -1183456.625000 Penalty: 4539.376953
	Iteration 26Q: 3 clusters Score -1183457 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -1183461.125000 Penalty: 4539.376953
	Iteration 27Q: 3 clusters Score -1183461 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -1183467.500000 Penalty: 4539.376953
	Iteration 28Q: 3 clusters Score -1183468 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -1183477.875000 Penalty: 4539.376953
	Iteration 29Q: 3 clusters Score -1183478 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -1183483.875000 Penalty: 4539.376953
	Iteration 30Q: 3 clusters Score -1183484 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -1183489.000000 Penalty: 4539.376953
	Iteration 31Q: 3 clusters Score -1183489 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -1183494.250000 Penalty: 4539.376953
	Iteration 32Q: 3 clusters Score -1183494 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -1183495.875000 Penalty: 4539.376953
	Iteration 33Q: 3 clusters Score -1183496 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -1183500.000000 Penalty: 4539.376953
	Iteration 34Q: 3 clusters Score -1183500 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -1183503.500000 Penalty: 4539.376953
	Iteration 35Q: 3 clusters Score -1183504 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -1183505.000000 Penalty: 4539.376953
	Iteration 36Q: 3 clusters Score -1183505 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -1183504.875000 Penalty: 4539.376953
	Iteration 37Q: 3 clusters Score -1183505 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -1183509.125000 Penalty: 4539.376953
	Iteration 38Q: 3 clusters Score -1183509 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -1183509.625000 Penalty: 4539.376953
	Iteration 39Q: 3 clusters Score -1183510 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -1183510.125000 Penalty: 4539.376953
	Iteration 40F: 3 clusters Score -1183510 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -1183507.250000 Penalty: 4539.376953
	Iteration 41Q: 3 clusters Score -1183507 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -1183510.250000 Penalty: 4539.376953
	Iteration 42Q: 3 clusters Score -1183510 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -1183510.500000 Penalty: 4539.376953
	Iteration 43Q: 3 clusters Score -1183510 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -1183513.875000 Penalty: 4539.376953
	Iteration 44Q: 3 clusters Score -1183514 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -1183510.250000 Penalty: 4539.376953
	Iteration 45Q: 3 clusters Score -1183510 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -1183512.500000 Penalty: 4539.376953
	Iteration 46Q: 3 clusters Score -1183512 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -1183512.000000 Penalty: 4539.376953
	Iteration 47Q: 3 clusters Score -1183512 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -1183512.500000 Penalty: 4539.376953
	Iteration 48Q: 3 clusters Score -1183512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -1183513.375000 Penalty: 4539.376953
	Iteration 49Q: 3 clusters Score -1183513 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -1183513.375000 Penalty: 4539.376953
	Iteration 50F: 3 clusters Score -1183513 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (10033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Entering Unmasked Estep 
Score: -1268954.875000 Penalty: 2284.981445
	Iteration 0F: 2 clusters Score -1268955 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -1261296.375000 Penalty: 4569.962891
	Iteration 0F: 3 clusters Score -1261296 nChanged 4172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -1263430.625000 Penalty: 4569.962891
	Iteration 1F: 3 clusters Score -1263431 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -1263777.625000 Penalty: 4569.962891
	Iteration 2F: 3 clusters Score -1263778 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -1264107.250000 Penalty: 4569.962891
	Iteration 3F: 3 clusters Score -1264107 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -1264425.250000 Penalty: 4569.962891
	Iteration 4F: 3 clusters Score -1264425 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -1264752.625000 Penalty: 4569.962891
	Iteration 5F: 3 clusters Score -1264753 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -1265089.875000 Penalty: 4569.962891
	Iteration 6F: 3 clusters Score -1265090 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -1265413.625000 Penalty: 4569.962891
	Iteration 7Q: 3 clusters Score -1265414 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -1265709.875000 Penalty: 4569.962891
	Iteration 8Q: 3 clusters Score -1265710 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -1265947.625000 Penalty: 4569.962891
	Iteration 9Q: 3 clusters Score -1265948 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -1266127.875000 Penalty: 4569.962891
	Iteration 10Q: 3 clusters Score -1266128 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -1266265.250000 Penalty: 4569.962891
	Iteration 11Q: 3 clusters Score -1266265 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -1266380.625000 Penalty: 4569.962891
	Iteration 12Q: 3 clusters Score -1266381 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -1266504.125000 Penalty: 4569.962891
	Iteration 13Q: 3 clusters Score -1266504 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -1266624.000000 Penalty: 4569.962891
	Iteration 14Q: 3 clusters Score -1266624 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -1266720.875000 Penalty: 4569.962891
	Iteration 15Q: 3 clusters Score -1266721 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -1266809.875000 Penalty: 4569.962891
	Iteration 16Q: 3 clusters Score -1266810 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -1266890.375000 Penalty: 4569.962891
	Iteration 17Q: 3 clusters Score -1266890 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -1266967.625000 Penalty: 4569.962891
	Iteration 18Q: 3 clusters Score -1266968 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -1267043.375000 Penalty: 4569.962891
	Iteration 19Q: 3 clusters Score -1267043 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -1267119.750000 Penalty: 4569.962891
	Iteration 20F: 3 clusters Score -1267120 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -1267194.125000 Penalty: 4569.962891
	Iteration 21Q: 3 clusters Score -1267194 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -1267272.750000 Penalty: 4569.962891
	Iteration 22Q: 3 clusters Score -1267273 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -1267345.750000 Penalty: 4569.962891
	Iteration 23Q: 3 clusters Score -1267346 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -1267404.875000 Penalty: 4569.962891
	Iteration 24Q: 3 clusters Score -1267405 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -1267459.625000 Penalty: 4569.962891
	Iteration 25Q: 3 clusters Score -1267460 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -1267509.750000 Penalty: 4569.962891
	Iteration 26Q: 3 clusters Score -1267510 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -1267553.250000 Penalty: 4569.962891
	Iteration 27Q: 3 clusters Score -1267553 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -1267590.500000 Penalty: 4569.962891
	Iteration 28Q: 3 clusters Score -1267590 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -1267615.375000 Penalty: 4569.962891
	Iteration 29Q: 3 clusters Score -1267615 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -1267640.000000 Penalty: 4569.962891
	Iteration 30Q: 3 clusters Score -1267640 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -1267660.875000 Penalty: 4569.962891
	Iteration 31Q: 3 clusters Score -1267661 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -1267681.625000 Penalty: 4569.962891
	Iteration 32Q: 3 clusters Score -1267682 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -1267694.125000 Penalty: 4569.962891
	Iteration 33Q: 3 clusters Score -1267694 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -1267711.125000 Penalty: 4569.962891
	Iteration 34Q: 3 clusters Score -1267711 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -1267720.375000 Penalty: 4569.962891
	Iteration 35Q: 3 clusters Score -1267720 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -1267726.250000 Penalty: 4569.962891
	Iteration 36Q: 3 clusters Score -1267726 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -1267733.125000 Penalty: 4569.962891
	Iteration 37Q: 3 clusters Score -1267733 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -1267741.500000 Penalty: 4569.962891
	Iteration 38Q: 3 clusters Score -1267742 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -1267753.625000 Penalty: 4569.962891
	Iteration 39Q: 3 clusters Score -1267754 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -1267763.500000 Penalty: 4569.962891
	Iteration 40F: 3 clusters Score -1267764 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -1267773.875000 Penalty: 4569.962891
	Iteration 41Q: 3 clusters Score -1267774 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -1267783.750000 Penalty: 4569.962891
	Iteration 42Q: 3 clusters Score -1267784 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -1267791.000000 Penalty: 4569.962891
	Iteration 43Q: 3 clusters Score -1267791 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -1267800.625000 Penalty: 4569.962891
	Iteration 44Q: 3 clusters Score -1267801 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -1267807.500000 Penalty: 4569.962891
	Iteration 45Q: 3 clusters Score -1267808 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -1267815.250000 Penalty: 4569.962891
	Iteration 46Q: 3 clusters Score -1267815 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -1267825.375000 Penalty: 4569.962891
	Iteration 47Q: 3 clusters Score -1267825 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -1267831.625000 Penalty: 4569.962891
	Iteration 48Q: 3 clusters Score -1267832 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -1267827.625000 Penalty: 4569.962891
	Iteration 49Q: 3 clusters Score -1267828 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -1267829.250000 Penalty: 4569.962891
	Iteration 50Q: 3 clusters Score -1267829 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -1267830.750000 Penalty: 4569.962891
	Iteration 51Q: 3 clusters Score -1267831 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -1267828.000000 Penalty: 4569.962891
	Iteration 52Q: 3 clusters Score -1267828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -1267831.125000 Penalty: 4569.962891
	Iteration 53Q: 3 clusters Score -1267831 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -1267830.375000 Penalty: 4569.962891
	Iteration 54Q: 3 clusters Score -1267830 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -1267833.375000 Penalty: 4569.962891
	Iteration 55Q: 3 clusters Score -1267833 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -1267833.125000 Penalty: 4569.962891
	Iteration 56Q: 3 clusters Score -1267833 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -1267835.250000 Penalty: 4569.962891
	Iteration 57Q: 3 clusters Score -1267835 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -1267836.375000 Penalty: 4569.962891
	Iteration 58Q: 3 clusters Score -1267836 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -1267834.500000 Penalty: 4569.962891
	Iteration 59Q: 3 clusters Score -1267834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -1267833.000000 Penalty: 4569.962891
	Iteration 60F: 3 clusters Score -1267833 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -1267831.625000 Penalty: 4569.962891
	Iteration 61Q: 3 clusters Score -1267832 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -1267832.875000 Penalty: 4569.962891
	Iteration 62Q: 3 clusters Score -1267833 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -1267836.500000 Penalty: 4569.962891
	Iteration 63Q: 3 clusters Score -1267836 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -1267838.750000 Penalty: 4569.962891
	Iteration 64Q: 3 clusters Score -1267839 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -1267841.750000 Penalty: 4569.962891
	Iteration 65Q: 3 clusters Score -1267842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -1267841.625000 Penalty: 4569.962891
	Iteration 66Q: 3 clusters Score -1267842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -1267841.750000 Penalty: 4569.962891
	Iteration 67Q: 3 clusters Score -1267842 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -1267846.625000 Penalty: 4569.962891
	Iteration 68Q: 3 clusters Score -1267847 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -1267847.125000 Penalty: 4569.962891
	Iteration 69Q: 3 clusters Score -1267847 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -1267847.125000 Penalty: 4569.962891
	Iteration 70Q: 3 clusters Score -1267847 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -1267846.500000 Penalty: 4569.962891
	Iteration 71Q: 3 clusters Score -1267846 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -1267845.125000 Penalty: 4569.962891
	Iteration 72Q: 3 clusters Score -1267845 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -1267844.125000 Penalty: 4569.962891
	Iteration 73Q: 3 clusters Score -1267844 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -1267844.125000 Penalty: 4569.962891
	Iteration 74F: 3 clusters Score -1267844 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (8384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Entering Unmasked Estep 
Score: -1054520.250000 Penalty: 2240.451904
	Iteration 0F: 2 clusters Score -1054520 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -1047871.562500 Penalty: 4480.903809
	Iteration 0F: 3 clusters Score -1047872 nChanged 3436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -1049628.375000 Penalty: 4480.903809
	Iteration 1F: 3 clusters Score -1049628 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -1049858.625000 Penalty: 4480.903809
	Iteration 2F: 3 clusters Score -1049859 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -1050040.000000 Penalty: 4480.903809
	Iteration 3Q: 3 clusters Score -1050040 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -1050186.750000 Penalty: 4480.903809
	Iteration 4Q: 3 clusters Score -1050187 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -1050306.000000 Penalty: 4480.903809
	Iteration 5Q: 3 clusters Score -1050306 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -1050394.125000 Penalty: 4480.903809
	Iteration 6Q: 3 clusters Score -1050394 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -1050477.125000 Penalty: 4480.903809
	Iteration 7Q: 3 clusters Score -1050477 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -1050570.000000 Penalty: 4480.903809
	Iteration 8Q: 3 clusters Score -1050570 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -1050653.875000 Penalty: 4480.903809
	Iteration 9Q: 3 clusters Score -1050654 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -1050738.375000 Penalty: 4480.903809
	Iteration 10Q: 3 clusters Score -1050738 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -1050835.125000 Penalty: 4480.903809
	Iteration 11Q: 3 clusters Score -1050835 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -1050968.125000 Penalty: 4480.903809
	Iteration 12Q: 3 clusters Score -1050968 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -1051129.375000 Penalty: 4480.903809
	Iteration 13Q: 3 clusters Score -1051129 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -1051280.875000 Penalty: 4480.903809
	Iteration 14Q: 3 clusters Score -1051281 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -1051436.375000 Penalty: 4480.903809
	Iteration 15Q: 3 clusters Score -1051436 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -1051600.625000 Penalty: 4480.903809
	Iteration 16Q: 3 clusters Score -1051601 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -1051729.500000 Penalty: 4480.903809
	Iteration 17Q: 3 clusters Score -1051730 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -1051846.750000 Penalty: 4480.903809
	Iteration 18Q: 3 clusters Score -1051847 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -1051951.375000 Penalty: 4480.903809
	Iteration 19Q: 3 clusters Score -1051951 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -1052033.500000 Penalty: 4480.903809
	Iteration 20F: 3 clusters Score -1052034 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -1052103.250000 Penalty: 4480.903809
	Iteration 21Q: 3 clusters Score -1052103 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -1052174.500000 Penalty: 4480.903809
	Iteration 22Q: 3 clusters Score -1052174 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1052231.875000 Penalty: 4480.903809
	Iteration 23Q: 3 clusters Score -1052232 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1052274.375000 Penalty: 4480.903809
	Iteration 24Q: 3 clusters Score -1052274 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -1052315.500000 Penalty: 4480.903809
	Iteration 25Q: 3 clusters Score -1052316 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -1052355.250000 Penalty: 4480.903809
	Iteration 26Q: 3 clusters Score -1052355 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -1052395.625000 Penalty: 4480.903809
	Iteration 27Q: 3 clusters Score -1052396 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -1052421.625000 Penalty: 4480.903809
	Iteration 28Q: 3 clusters Score -1052422 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -1052439.750000 Penalty: 4480.903809
	Iteration 29Q: 3 clusters Score -1052440 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -1052465.000000 Penalty: 4480.903809
	Iteration 30Q: 3 clusters Score -1052465 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -1052489.000000 Penalty: 4480.903809
	Iteration 31Q: 3 clusters Score -1052489 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -1052501.875000 Penalty: 4480.903809
	Iteration 32Q: 3 clusters Score -1052502 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -1052515.500000 Penalty: 4480.903809
	Iteration 33Q: 3 clusters Score -1052516 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -1052525.875000 Penalty: 4480.903809
	Iteration 34Q: 3 clusters Score -1052526 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1052538.875000 Penalty: 4480.903809
	Iteration 35Q: 3 clusters Score -1052539 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -1052548.375000 Penalty: 4480.903809
	Iteration 36Q: 3 clusters Score -1052548 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1052557.875000 Penalty: 4480.903809
	Iteration 37Q: 3 clusters Score -1052558 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -1052569.750000 Penalty: 4480.903809
	Iteration 38Q: 3 clusters Score -1052570 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1052576.250000 Penalty: 4480.903809
	Iteration 39Q: 3 clusters Score -1052576 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1052577.875000 Penalty: 4480.903809
	Iteration 40F: 3 clusters Score -1052578 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -1052581.000000 Penalty: 4480.903809
	Iteration 41Q: 3 clusters Score -1052581 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -1052584.375000 Penalty: 4480.903809
	Iteration 42Q: 3 clusters Score -1052584 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1052588.000000 Penalty: 4480.903809
	Iteration 43Q: 3 clusters Score -1052588 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -1052589.375000 Penalty: 4480.903809
	Iteration 44Q: 3 clusters Score -1052589 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -1052591.750000 Penalty: 4480.903809
	Iteration 45Q: 3 clusters Score -1052592 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -1052594.250000 Penalty: 4480.903809
	Iteration 46Q: 3 clusters Score -1052594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -1052597.750000 Penalty: 4480.903809
	Iteration 47Q: 3 clusters Score -1052598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -1052596.750000 Penalty: 4480.903809
	Iteration 48Q: 3 clusters Score -1052597 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -1052596.750000 Penalty: 4480.903809
	Iteration 49F: 3 clusters Score -1052597 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (163218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163218 members 
Entering Unmasked Estep 
Score: -20922040.000000 Penalty: 2976.704834
	Iteration 0F: 2 clusters Score -2.092204e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81784 members 
Mstep: Class 2 contains 81434 members 
Entering Unmasked Estep 
Score: -20811950.000000 Penalty: 5953.409668
	Iteration 0F: 3 clusters Score -2.081195e+07 nChanged 78495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85873 members 
Mstep: Class 2 contains 77345 members 
Entering Unmasked Estep 
Score: -20858060.000000 Penalty: 5953.409668
	Iteration 1F: 3 clusters Score -2.085806e+07 nChanged 4995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88444 members 
Mstep: Class 2 contains 74774 members 
Entering Unmasked Estep 
Score: -20859056.000000 Penalty: 5953.409668
	Iteration 2Q: 3 clusters Score -2.085906e+07 nChanged 5574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92430 members 
Mstep: Class 2 contains 70788 members 
Entering Unmasked Estep 
Score: -20860788.000000 Penalty: 5953.409668
	Iteration 3Q: 3 clusters Score -2.086079e+07 nChanged 6962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98520 members 
Mstep: Class 2 contains 64698 members 
Entering Unmasked Estep 
Score: -20863570.000000 Penalty: 5953.409668
	Iteration 4Q: 3 clusters Score -2.086357e+07 nChanged 8920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107116 members 
Mstep: Class 2 contains 56102 members 
Entering Unmasked Estep 
Score: -20868466.000000 Penalty: 5953.409668
	Iteration 5F: 3 clusters Score -2.086847e+07 nChanged 11818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118802 members 
Mstep: Class 2 contains 44416 members 
Entering Unmasked Estep 
Score: -20876904.000000 Penalty: 5953.409668
	Iteration 6F: 3 clusters Score -2.08769e+07 nChanged 13995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132765 members 
Mstep: Class 2 contains 30453 members 
Entering Unmasked Estep 
Score: -20889134.000000 Penalty: 5953.409668
	Iteration 7F: 3 clusters Score -2.088913e+07 nChanged 13746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146497 members 
Mstep: Class 2 contains 16721 members 
Entering Unmasked Estep 
Score: -20902706.000000 Penalty: 5953.409668
	Iteration 8F: 3 clusters Score -2.090271e+07 nChanged 9798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156295 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -20912544.000000 Penalty: 5953.409668
	Iteration 9F: 3 clusters Score -2.091254e+07 nChanged 4755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161050 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -20917330.000000 Penalty: 5953.409668
	Iteration 10Q: 3 clusters Score -2.091733e+07 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162534 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -20918690.000000 Penalty: 5953.409668
	Iteration 11Q: 3 clusters Score -2.091869e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162883 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -20919092.000000 Penalty: 5953.409668
	Iteration 12Q: 3 clusters Score -2.091909e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162967 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -20919222.000000 Penalty: 5953.409668
	Iteration 13Q: 3 clusters Score -2.091922e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163000 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -20919274.000000 Penalty: 5953.409668
	Iteration 14Q: 3 clusters Score -2.091927e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163004 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -20919290.000000 Penalty: 5953.409668
	Iteration 15Q: 3 clusters Score -2.091929e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163009 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -20919304.000000 Penalty: 5953.409668
	Iteration 16Q: 3 clusters Score -2.09193e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163010 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -20919326.000000 Penalty: 5953.409668
	Iteration 17Q: 3 clusters Score -2.091933e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163010 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -20919358.000000 Penalty: 5953.409668
	Iteration 18Q: 3 clusters Score -2.091936e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163016 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -20919386.000000 Penalty: 5953.409668
	Iteration 19Q: 3 clusters Score -2.091939e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163017 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -20919396.000000 Penalty: 5953.409668
	Iteration 20F: 3 clusters Score -2.09194e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163019 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -20919388.000000 Penalty: 5953.409668
	Iteration 21Q: 3 clusters Score -2.091939e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163018 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -20919390.000000 Penalty: 5953.409668
	Iteration 22Q: 3 clusters Score -2.091939e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163018 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -20919390.000000 Penalty: 5953.409668
	Iteration 23F: 3 clusters Score -2.091939e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (41570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41570 members 
Entering Unmasked Estep 
Score: -5248857.500000 Penalty: 2637.513184
	Iteration 0F: 2 clusters Score -5248858 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20803 members 
Mstep: Class 2 contains 20767 members 
Entering Unmasked Estep 
Score: -5220678.500000 Penalty: 5275.026367
	Iteration 0F: 3 clusters Score -5220678 nChanged 19086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21775 members 
Mstep: Class 2 contains 19795 members 
Entering Unmasked Estep 
Score: -5231315.000000 Penalty: 5275.026367
	Iteration 1F: 3 clusters Score -5231315 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22354 members 
Mstep: Class 2 contains 19216 members 
Entering Unmasked Estep 
Score: -5231974.000000 Penalty: 5275.026367
	Iteration 2Q: 3 clusters Score -5231974 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23136 members 
Mstep: Class 2 contains 18434 members 
Entering Unmasked Estep 
Score: -5232691.500000 Penalty: 5275.026367
	Iteration 3Q: 3 clusters Score -5232692 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24128 members 
Mstep: Class 2 contains 17442 members 
Entering Unmasked Estep 
Score: -5233462.000000 Penalty: 5275.026367
	Iteration 4Q: 3 clusters Score -5233462 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25475 members 
Mstep: Class 2 contains 16095 members 
Entering Unmasked Estep 
Score: -5234486.000000 Penalty: 5275.026367
	Iteration 5F: 3 clusters Score -5234486 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27228 members 
Mstep: Class 2 contains 14342 members 
Entering Unmasked Estep 
Score: -5235882.000000 Penalty: 5275.026367
	Iteration 6F: 3 clusters Score -5235882 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29363 members 
Mstep: Class 2 contains 12207 members 
Entering Unmasked Estep 
Score: -5237616.000000 Penalty: 5275.026367
	Iteration 7F: 3 clusters Score -5237616 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31563 members 
Mstep: Class 2 contains 10007 members 
Entering Unmasked Estep 
Score: -5239460.000000 Penalty: 5275.026367
	Iteration 8F: 3 clusters Score -5239460 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33791 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -5241280.000000 Penalty: 5275.026367
	Iteration 9F: 3 clusters Score -5241280 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35667 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -5242714.000000 Penalty: 5275.026367
	Iteration 10Q: 3 clusters Score -5242714 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37170 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -5243856.500000 Penalty: 5275.026367
	Iteration 11Q: 3 clusters Score -5243856 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38366 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -5244805.500000 Penalty: 5275.026367
	Iteration 12Q: 3 clusters Score -5244806 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39254 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -5245528.000000 Penalty: 5275.026367
	Iteration 13Q: 3 clusters Score -5245528 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39789 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -5245975.000000 Penalty: 5275.026367
	Iteration 14Q: 3 clusters Score -5245975 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40117 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -5246260.500000 Penalty: 5275.026367
	Iteration 15Q: 3 clusters Score -5246260 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40304 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -5246441.500000 Penalty: 5275.026367
	Iteration 16Q: 3 clusters Score -5246442 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40414 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -5246604.500000 Penalty: 5275.026367
	Iteration 17Q: 3 clusters Score -5246604 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40489 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -5246689.500000 Penalty: 5275.026367
	Iteration 18Q: 3 clusters Score -5246690 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40540 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -5246728.500000 Penalty: 5275.026367
	Iteration 19Q: 3 clusters Score -5246728 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40576 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -5246774.000000 Penalty: 5275.026367
	Iteration 20F: 3 clusters Score -5246774 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40597 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -5246776.500000 Penalty: 5275.026367
	Iteration 21Q: 3 clusters Score -5246776 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40610 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -5246798.500000 Penalty: 5275.026367
	Iteration 22Q: 3 clusters Score -5246798 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40617 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -5246808.000000 Penalty: 5275.026367
	Iteration 23Q: 3 clusters Score -5246808 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40628 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -5246807.500000 Penalty: 5275.026367
	Iteration 24Q: 3 clusters Score -5246808 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40636 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -5246811.000000 Penalty: 5275.026367
	Iteration 25Q: 3 clusters Score -5246811 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40643 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -5246822.500000 Penalty: 5275.026367
	Iteration 26Q: 3 clusters Score -5246822 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40647 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -5246817.500000 Penalty: 5275.026367
	Iteration 27Q: 3 clusters Score -5246818 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40650 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -5246815.500000 Penalty: 5275.026367
	Iteration 28Q: 3 clusters Score -5246816 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40650 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -5246818.500000 Penalty: 5275.026367
	Iteration 29Q: 3 clusters Score -5246818 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40648 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -5246820.000000 Penalty: 5275.026367
	Iteration 30Q: 3 clusters Score -5246820 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40647 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -5246827.500000 Penalty: 5275.026367
	Iteration 31Q: 3 clusters Score -5246828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40648 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -5246825.500000 Penalty: 5275.026367
	Iteration 32Q: 3 clusters Score -5246826 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40649 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -5246822.500000 Penalty: 5275.026367
	Iteration 33Q: 3 clusters Score -5246822 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40649 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -5246822.500000 Penalty: 5275.026367
	Iteration 34F: 3 clusters Score -5246822 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (12735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12735 members 
Entering Unmasked Estep 
Score: -1473320.125000 Penalty: 2344.123047
	Iteration 0F: 2 clusters Score -1473320 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -1463800.875000 Penalty: 4688.246094
	Iteration 0F: 3 clusters Score -1463801 nChanged 5439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -1466874.375000 Penalty: 4688.246094
	Iteration 1F: 3 clusters Score -1466874 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -1467349.125000 Penalty: 4688.246094
	Iteration 2F: 3 clusters Score -1467349 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -1467810.250000 Penalty: 4688.246094
	Iteration 3F: 3 clusters Score -1467810 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -1468170.625000 Penalty: 4688.246094
	Iteration 4F: 3 clusters Score -1468171 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -1468470.000000 Penalty: 4688.246094
	Iteration 5Q: 3 clusters Score -1468470 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -1468759.250000 Penalty: 4688.246094
	Iteration 6Q: 3 clusters Score -1468759 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -1469050.625000 Penalty: 4688.246094
	Iteration 7Q: 3 clusters Score -1469051 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -1469357.250000 Penalty: 4688.246094
	Iteration 8Q: 3 clusters Score -1469357 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -1469701.125000 Penalty: 4688.246094
	Iteration 9Q: 3 clusters Score -1469701 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -1470033.250000 Penalty: 4688.246094
	Iteration 10Q: 3 clusters Score -1470033 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -1470362.000000 Penalty: 4688.246094
	Iteration 11Q: 3 clusters Score -1470362 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -1470643.375000 Penalty: 4688.246094
	Iteration 12Q: 3 clusters Score -1470643 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -1470849.125000 Penalty: 4688.246094
	Iteration 13Q: 3 clusters Score -1470849 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -1470979.750000 Penalty: 4688.246094
	Iteration 14Q: 3 clusters Score -1470980 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -1471118.875000 Penalty: 4688.246094
	Iteration 15Q: 3 clusters Score -1471119 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -1471224.125000 Penalty: 4688.246094
	Iteration 16Q: 3 clusters Score -1471224 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -1471297.500000 Penalty: 4688.246094
	Iteration 17Q: 3 clusters Score -1471298 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -1471348.000000 Penalty: 4688.246094
	Iteration 18Q: 3 clusters Score -1471348 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -1471388.250000 Penalty: 4688.246094
	Iteration 19Q: 3 clusters Score -1471388 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -1471424.750000 Penalty: 4688.246094
	Iteration 20F: 3 clusters Score -1471425 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -1471455.625000 Penalty: 4688.246094
	Iteration 21Q: 3 clusters Score -1471456 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -1471494.500000 Penalty: 4688.246094
	Iteration 22Q: 3 clusters Score -1471494 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -1471510.000000 Penalty: 4688.246094
	Iteration 23Q: 3 clusters Score -1471510 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -1471528.875000 Penalty: 4688.246094
	Iteration 24Q: 3 clusters Score -1471529 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -1471542.375000 Penalty: 4688.246094
	Iteration 25Q: 3 clusters Score -1471542 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9007 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -1471561.375000 Penalty: 4688.246094
	Iteration 26Q: 3 clusters Score -1471561 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -1471581.125000 Penalty: 4688.246094
	Iteration 27Q: 3 clusters Score -1471581 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -1471596.625000 Penalty: 4688.246094
	Iteration 28Q: 3 clusters Score -1471597 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -1471612.250000 Penalty: 4688.246094
	Iteration 29Q: 3 clusters Score -1471612 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -1471623.750000 Penalty: 4688.246094
	Iteration 30Q: 3 clusters Score -1471624 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -1471635.125000 Penalty: 4688.246094
	Iteration 31Q: 3 clusters Score -1471635 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -1471654.000000 Penalty: 4688.246094
	Iteration 32Q: 3 clusters Score -1471654 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -1471665.500000 Penalty: 4688.246094
	Iteration 33Q: 3 clusters Score -1471666 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -1471676.500000 Penalty: 4688.246094
	Iteration 34Q: 3 clusters Score -1471676 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -1471681.875000 Penalty: 4688.246094
	Iteration 35Q: 3 clusters Score -1471682 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -1471699.125000 Penalty: 4688.246094
	Iteration 36Q: 3 clusters Score -1471699 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -1471709.250000 Penalty: 4688.246094
	Iteration 37Q: 3 clusters Score -1471709 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -1471714.625000 Penalty: 4688.246094
	Iteration 38Q: 3 clusters Score -1471715 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9525 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -1471726.125000 Penalty: 4688.246094
	Iteration 39Q: 3 clusters Score -1471726 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -1471739.000000 Penalty: 4688.246094
	Iteration 40F: 3 clusters Score -1471739 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -1471744.625000 Penalty: 4688.246094
	Iteration 41Q: 3 clusters Score -1471745 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -1471750.500000 Penalty: 4688.246094
	Iteration 42Q: 3 clusters Score -1471750 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -1471762.500000 Penalty: 4688.246094
	Iteration 43Q: 3 clusters Score -1471762 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -1471768.375000 Penalty: 4688.246094
	Iteration 44Q: 3 clusters Score -1471768 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -1471769.375000 Penalty: 4688.246094
	Iteration 45Q: 3 clusters Score -1471769 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -1471778.000000 Penalty: 4688.246094
	Iteration 46Q: 3 clusters Score -1471778 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -1471784.375000 Penalty: 4688.246094
	Iteration 47Q: 3 clusters Score -1471784 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9764 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -1471788.375000 Penalty: 4688.246094
	Iteration 48Q: 3 clusters Score -1471788 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -1471798.625000 Penalty: 4688.246094
	Iteration 49Q: 3 clusters Score -1471799 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -1471805.125000 Penalty: 4688.246094
	Iteration 50Q: 3 clusters Score -1471805 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -1471813.500000 Penalty: 4688.246094
	Iteration 51Q: 3 clusters Score -1471814 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -1471816.375000 Penalty: 4688.246094
	Iteration 52Q: 3 clusters Score -1471816 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -1471817.125000 Penalty: 4688.246094
	Iteration 53Q: 3 clusters Score -1471817 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9854 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -1471818.750000 Penalty: 4688.246094
	Iteration 54Q: 3 clusters Score -1471819 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -1471819.625000 Penalty: 4688.246094
	Iteration 55Q: 3 clusters Score -1471820 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9876 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -1471823.750000 Penalty: 4688.246094
	Iteration 56Q: 3 clusters Score -1471824 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -1471826.000000 Penalty: 4688.246094
	Iteration 57Q: 3 clusters Score -1471826 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9894 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -1471827.875000 Penalty: 4688.246094
	Iteration 58Q: 3 clusters Score -1471828 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -1471826.500000 Penalty: 4688.246094
	Iteration 59Q: 3 clusters Score -1471826 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9918 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -1471831.250000 Penalty: 4688.246094
	Iteration 60F: 3 clusters Score -1471831 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9932 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -1471833.875000 Penalty: 4688.246094
	Iteration 61Q: 3 clusters Score -1471834 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -1471835.625000 Penalty: 4688.246094
	Iteration 62Q: 3 clusters Score -1471836 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -1471842.375000 Penalty: 4688.246094
	Iteration 63Q: 3 clusters Score -1471842 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -1471843.875000 Penalty: 4688.246094
	Iteration 64Q: 3 clusters Score -1471844 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -1471844.750000 Penalty: 4688.246094
	Iteration 65Q: 3 clusters Score -1471845 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -1471846.250000 Penalty: 4688.246094
	Iteration 66Q: 3 clusters Score -1471846 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9991 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -1471844.000000 Penalty: 4688.246094
	Iteration 67Q: 3 clusters Score -1471844 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -1471844.625000 Penalty: 4688.246094
	Iteration 68Q: 3 clusters Score -1471845 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -1471843.000000 Penalty: 4688.246094
	Iteration 69Q: 3 clusters Score -1471843 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9998 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -1471843.750000 Penalty: 4688.246094
	Iteration 70Q: 3 clusters Score -1471844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10000 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -1471845.125000 Penalty: 4688.246094
	Iteration 71Q: 3 clusters Score -1471845 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10003 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -1471845.875000 Penalty: 4688.246094
	Iteration 72Q: 3 clusters Score -1471846 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10006 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -1471846.000000 Penalty: 4688.246094
	Iteration 73Q: 3 clusters Score -1471846 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10013 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -1471847.750000 Penalty: 4688.246094
	Iteration 74Q: 3 clusters Score -1471848 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -1471850.375000 Penalty: 4688.246094
	Iteration 75Q: 3 clusters Score -1471850 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10031 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -1471850.875000 Penalty: 4688.246094
	Iteration 76Q: 3 clusters Score -1471851 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -1471854.125000 Penalty: 4688.246094
	Iteration 77Q: 3 clusters Score -1471854 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -1471854.125000 Penalty: 4688.246094
	Iteration 78F: 3 clusters Score -1471854 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Entering Unmasked Estep 
Score: -30690.353516 Penalty: 1349.719604
	Iteration 0F: 2 clusters Score -30690.35 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 110 members 
Entering Unmasked Estep 
Score: -29612.138672 Penalty: 2699.439209
	Iteration 0F: 3 clusters Score -29612.14 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -29857.126953 Penalty: 2699.439209
	Iteration 1F: 3 clusters Score -29857.13 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -30000.638672 Penalty: 2699.439209
	Iteration 2F: 3 clusters Score -30000.64 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -30146.232422 Penalty: 2699.439209
	Iteration 3Q: 3 clusters Score -30146.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -30220.023438 Penalty: 2699.439209
	Iteration 4Q: 3 clusters Score -30220.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -30283.515625 Penalty: 2699.439209
	Iteration 5Q: 3 clusters Score -30283.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -30344.943359 Penalty: 2699.439209
	Iteration 6Q: 3 clusters Score -30344.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -30352.871094 Penalty: 2699.439209
	Iteration 7Q: 3 clusters Score -30352.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -30352.871094 Penalty: 2699.439209
	Iteration 8F: 3 clusters Score -30352.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (10773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10773 members 
Entering Unmasked Estep 
Score: -1355408.625000 Penalty: 2302.630127
	Iteration 0F: 2 clusters Score -1355409 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -1347236.375000 Penalty: 4605.260254
	Iteration 0F: 3 clusters Score -1347236 nChanged 4505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -1349771.000000 Penalty: 4605.260254
	Iteration 1F: 3 clusters Score -1349771 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -1350238.500000 Penalty: 4605.260254
	Iteration 2F: 3 clusters Score -1350238 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -1350663.625000 Penalty: 4605.260254
	Iteration 3F: 3 clusters Score -1350664 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -1351096.875000 Penalty: 4605.260254
	Iteration 4F: 3 clusters Score -1351097 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -1351585.750000 Penalty: 4605.260254
	Iteration 5F: 3 clusters Score -1351586 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -1352086.500000 Penalty: 4605.260254
	Iteration 6F: 3 clusters Score -1352086 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -1352538.750000 Penalty: 4605.260254
	Iteration 7F: 3 clusters Score -1352539 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -1352924.125000 Penalty: 4605.260254
	Iteration 8Q: 3 clusters Score -1352924 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -1353246.500000 Penalty: 4605.260254
	Iteration 9Q: 3 clusters Score -1353246 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -1353498.125000 Penalty: 4605.260254
	Iteration 10Q: 3 clusters Score -1353498 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -1353646.875000 Penalty: 4605.260254
	Iteration 11Q: 3 clusters Score -1353647 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -1353739.250000 Penalty: 4605.260254
	Iteration 12Q: 3 clusters Score -1353739 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -1353802.125000 Penalty: 4605.260254
	Iteration 13Q: 3 clusters Score -1353802 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -1353844.875000 Penalty: 4605.260254
	Iteration 14Q: 3 clusters Score -1353845 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -1353876.500000 Penalty: 4605.260254
	Iteration 15Q: 3 clusters Score -1353876 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -1353899.750000 Penalty: 4605.260254
	Iteration 16Q: 3 clusters Score -1353900 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -1353911.125000 Penalty: 4605.260254
	Iteration 17Q: 3 clusters Score -1353911 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -1353925.875000 Penalty: 4605.260254
	Iteration 18Q: 3 clusters Score -1353926 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -1353936.500000 Penalty: 4605.260254
	Iteration 19Q: 3 clusters Score -1353936 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -1353942.625000 Penalty: 4605.260254
	Iteration 20F: 3 clusters Score -1353943 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -1353947.500000 Penalty: 4605.260254
	Iteration 21Q: 3 clusters Score -1353948 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -1353953.750000 Penalty: 4605.260254
	Iteration 22Q: 3 clusters Score -1353954 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -1353950.625000 Penalty: 4605.260254
	Iteration 23Q: 3 clusters Score -1353951 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -1353957.875000 Penalty: 4605.260254
	Iteration 24Q: 3 clusters Score -1353958 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -1353958.125000 Penalty: 4605.260254
	Iteration 25Q: 3 clusters Score -1353958 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -1353962.125000 Penalty: 4605.260254
	Iteration 26Q: 3 clusters Score -1353962 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -1353964.750000 Penalty: 4605.260254
	Iteration 27Q: 3 clusters Score -1353965 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -1353964.750000 Penalty: 4605.260254
	Iteration 28Q: 3 clusters Score -1353965 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -1353965.125000 Penalty: 4605.260254
	Iteration 29Q: 3 clusters Score -1353965 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -1353963.875000 Penalty: 4605.260254
	Iteration 30Q: 3 clusters Score -1353964 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -1353961.000000 Penalty: 4605.260254
	Iteration 31Q: 3 clusters Score -1353961 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -1353961.000000 Penalty: 4605.260254
	Iteration 32F: 3 clusters Score -1353961 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (4143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Entering Unmasked Estep 
Score: -744206.187500 Penalty: 2065.635498
	Iteration 0F: 2 clusters Score -744206.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -740247.437500 Penalty: 4131.270996
	Iteration 0F: 3 clusters Score -740247.4 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -741220.125000 Penalty: 4131.270996
	Iteration 1F: 3 clusters Score -741220.1 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -741552.625000 Penalty: 4131.270996
	Iteration 2F: 3 clusters Score -741552.6 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -741846.125000 Penalty: 4131.270996
	Iteration 3F: 3 clusters Score -741846.1 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -742168.625000 Penalty: 4131.270996
	Iteration 4F: 3 clusters Score -742168.6 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -742542.250000 Penalty: 4131.270996
	Iteration 5F: 3 clusters Score -742542.2 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -742925.250000 Penalty: 4131.270996
	Iteration 6F: 3 clusters Score -742925.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -743163.125000 Penalty: 4131.270996
	Iteration 7F: 3 clusters Score -743163.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -743319.937500 Penalty: 4131.270996
	Iteration 8Q: 3 clusters Score -743319.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -743404.875000 Penalty: 4131.270996
	Iteration 9Q: 3 clusters Score -743404.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -743461.625000 Penalty: 4131.270996
	Iteration 10Q: 3 clusters Score -743461.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -743485.312500 Penalty: 4131.270996
	Iteration 11Q: 3 clusters Score -743485.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -743498.312500 Penalty: 4131.270996
	Iteration 12Q: 3 clusters Score -743498.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -743508.062500 Penalty: 4131.270996
	Iteration 13Q: 3 clusters Score -743508.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -743514.562500 Penalty: 4131.270996
	Iteration 14Q: 3 clusters Score -743514.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -743520.750000 Penalty: 4131.270996
	Iteration 15Q: 3 clusters Score -743520.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -743525.687500 Penalty: 4131.270996
	Iteration 16Q: 3 clusters Score -743525.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -743527.250000 Penalty: 4131.270996
	Iteration 17Q: 3 clusters Score -743527.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -743530.187500 Penalty: 4131.270996
	Iteration 18Q: 3 clusters Score -743530.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -743531.937500 Penalty: 4131.270996
	Iteration 19Q: 3 clusters Score -743531.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -743531.500000 Penalty: 4131.270996
	Iteration 20F: 3 clusters Score -743531.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -743532.312500 Penalty: 4131.270996
	Iteration 21Q: 3 clusters Score -743532.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -743534.000000 Penalty: 4131.270996
	Iteration 22Q: 3 clusters Score -743534 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -743533.500000 Penalty: 4131.270996
	Iteration 23Q: 3 clusters Score -743533.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -743534.500000 Penalty: 4131.270996
	Iteration 24Q: 3 clusters Score -743534.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -743535.875000 Penalty: 4131.270996
	Iteration 25Q: 3 clusters Score -743535.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -743534.812500 Penalty: 4131.270996
	Iteration 26Q: 3 clusters Score -743534.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -743535.750000 Penalty: 4131.270996
	Iteration 27Q: 3 clusters Score -743535.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -743535.750000 Penalty: 4131.270996
	Iteration 28F: 3 clusters Score -743535.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (6732 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Entering Unmasked Estep 
Score: -741872.937500 Penalty: 2186.027588
	Iteration 0F: 2 clusters Score -741872.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -736215.062500 Penalty: 4372.055176
	Iteration 0F: 3 clusters Score -736215.1 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -737990.000000 Penalty: 4372.055176
	Iteration 1F: 3 clusters Score -737990 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -738459.312500 Penalty: 4372.055176
	Iteration 2F: 3 clusters Score -738459.3 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -738878.187500 Penalty: 4372.055176
	Iteration 3F: 3 clusters Score -738878.2 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -739274.750000 Penalty: 4372.055176
	Iteration 4F: 3 clusters Score -739274.8 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -739625.250000 Penalty: 4372.055176
	Iteration 5F: 3 clusters Score -739625.2 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -739910.750000 Penalty: 4372.055176
	Iteration 6F: 3 clusters Score -739910.8 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -740147.687500 Penalty: 4372.055176
	Iteration 7Q: 3 clusters Score -740147.7 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -740360.625000 Penalty: 4372.055176
	Iteration 8Q: 3 clusters Score -740360.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -740539.000000 Penalty: 4372.055176
	Iteration 9Q: 3 clusters Score -740539 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -740674.687500 Penalty: 4372.055176
	Iteration 10Q: 3 clusters Score -740674.7 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -740779.125000 Penalty: 4372.055176
	Iteration 11Q: 3 clusters Score -740779.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -740843.437500 Penalty: 4372.055176
	Iteration 12Q: 3 clusters Score -740843.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -740883.687500 Penalty: 4372.055176
	Iteration 13Q: 3 clusters Score -740883.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -740913.750000 Penalty: 4372.055176
	Iteration 14Q: 3 clusters Score -740913.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -740935.625000 Penalty: 4372.055176
	Iteration 15Q: 3 clusters Score -740935.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -740952.562500 Penalty: 4372.055176
	Iteration 16Q: 3 clusters Score -740952.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -740968.812500 Penalty: 4372.055176
	Iteration 17Q: 3 clusters Score -740968.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -740979.250000 Penalty: 4372.055176
	Iteration 18Q: 3 clusters Score -740979.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -740994.250000 Penalty: 4372.055176
	Iteration 19Q: 3 clusters Score -740994.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -740997.500000 Penalty: 4372.055176
	Iteration 20F: 3 clusters Score -740997.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -741004.125000 Penalty: 4372.055176
	Iteration 21Q: 3 clusters Score -741004.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -741008.562500 Penalty: 4372.055176
	Iteration 22Q: 3 clusters Score -741008.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -741011.250000 Penalty: 4372.055176
	Iteration 23Q: 3 clusters Score -741011.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -741012.937500 Penalty: 4372.055176
	Iteration 24Q: 3 clusters Score -741012.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -741014.625000 Penalty: 4372.055176
	Iteration 25Q: 3 clusters Score -741014.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -741015.750000 Penalty: 4372.055176
	Iteration 26Q: 3 clusters Score -741015.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -741015.875000 Penalty: 4372.055176
	Iteration 27Q: 3 clusters Score -741015.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -741015.875000 Penalty: 4372.055176
	Iteration 28F: 3 clusters Score -741015.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (60487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60487 members 
Entering Unmasked Estep 
Score: -7696207.000000 Penalty: 2730.525391
	Iteration 0F: 2 clusters Score -7696207 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30193 members 
Mstep: Class 2 contains 30294 members 
Entering Unmasked Estep 
Score: -7655520.500000 Penalty: 5461.050781
	Iteration 0F: 3 clusters Score -7655520 nChanged 28170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29503 members 
Mstep: Class 2 contains 30984 members 
Entering Unmasked Estep 
Score: -7671395.500000 Penalty: 5461.050781
	Iteration 1F: 3 clusters Score -7671396 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28863 members 
Mstep: Class 2 contains 31624 members 
Entering Unmasked Estep 
Score: -7672293.500000 Penalty: 5461.050781
	Iteration 2Q: 3 clusters Score -7672294 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27967 members 
Mstep: Class 2 contains 32520 members 
Entering Unmasked Estep 
Score: -7673418.500000 Penalty: 5461.050781
	Iteration 3Q: 3 clusters Score -7673418 nChanged 3065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26704 members 
Mstep: Class 2 contains 33783 members 
Entering Unmasked Estep 
Score: -7674853.000000 Penalty: 5461.050781
	Iteration 4F: 3 clusters Score -7674853 nChanged 3460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25092 members 
Mstep: Class 2 contains 35395 members 
Entering Unmasked Estep 
Score: -7676657.500000 Penalty: 5461.050781
	Iteration 5F: 3 clusters Score -7676658 nChanged 3772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23166 members 
Mstep: Class 2 contains 37321 members 
Entering Unmasked Estep 
Score: -7678928.500000 Penalty: 5461.050781
	Iteration 6F: 3 clusters Score -7678928 nChanged 3830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21046 members 
Mstep: Class 2 contains 39441 members 
Entering Unmasked Estep 
Score: -7681591.500000 Penalty: 5461.050781
	Iteration 7F: 3 clusters Score -7681592 nChanged 3537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19027 members 
Mstep: Class 2 contains 41460 members 
Entering Unmasked Estep 
Score: -7684208.500000 Penalty: 5461.050781
	Iteration 8F: 3 clusters Score -7684208 nChanged 3080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17373 members 
Mstep: Class 2 contains 43114 members 
Entering Unmasked Estep 
Score: -7686500.500000 Penalty: 5461.050781
	Iteration 9F: 3 clusters Score -7686500 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16092 members 
Mstep: Class 2 contains 44395 members 
Entering Unmasked Estep 
Score: -7688180.000000 Penalty: 5461.050781
	Iteration 10Q: 3 clusters Score -7688180 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15124 members 
Mstep: Class 2 contains 45363 members 
Entering Unmasked Estep 
Score: -7689040.500000 Penalty: 5461.050781
	Iteration 11Q: 3 clusters Score -7689040 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14327 members 
Mstep: Class 2 contains 46160 members 
Entering Unmasked Estep 
Score: -7689556.500000 Penalty: 5461.050781
	Iteration 12Q: 3 clusters Score -7689556 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13606 members 
Mstep: Class 2 contains 46881 members 
Entering Unmasked Estep 
Score: -7689814.000000 Penalty: 5461.050781
	Iteration 13Q: 3 clusters Score -7689814 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12894 members 
Mstep: Class 2 contains 47593 members 
Entering Unmasked Estep 
Score: -7690014.500000 Penalty: 5461.050781
	Iteration 14Q: 3 clusters Score -7690014 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12230 members 
Mstep: Class 2 contains 48257 members 
Entering Unmasked Estep 
Score: -7690209.500000 Penalty: 5461.050781
	Iteration 15Q: 3 clusters Score -7690210 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11553 members 
Mstep: Class 2 contains 48934 members 
Entering Unmasked Estep 
Score: -7690382.000000 Penalty: 5461.050781
	Iteration 16Q: 3 clusters Score -7690382 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10905 members 
Mstep: Class 2 contains 49582 members 
Entering Unmasked Estep 
Score: -7690559.500000 Penalty: 5461.050781
	Iteration 17Q: 3 clusters Score -7690560 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10304 members 
Mstep: Class 2 contains 50183 members 
Entering Unmasked Estep 
Score: -7690754.000000 Penalty: 5461.050781
	Iteration 18Q: 3 clusters Score -7690754 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 50775 members 
Entering Unmasked Estep 
Score: -7690937.000000 Penalty: 5461.050781
	Iteration 19Q: 3 clusters Score -7690937 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 51359 members 
Entering Unmasked Estep 
Score: -7691102.500000 Penalty: 5461.050781
	Iteration 20F: 3 clusters Score -7691102 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 51923 members 
Entering Unmasked Estep 
Score: -7691255.000000 Penalty: 5461.050781
	Iteration 21Q: 3 clusters Score -7691255 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 52461 members 
Entering Unmasked Estep 
Score: -7691438.000000 Penalty: 5461.050781
	Iteration 22Q: 3 clusters Score -7691438 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 52974 members 
Entering Unmasked Estep 
Score: -7691559.500000 Penalty: 5461.050781
	Iteration 23Q: 3 clusters Score -7691560 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 53430 members 
Entering Unmasked Estep 
Score: -7691698.500000 Penalty: 5461.050781
	Iteration 24Q: 3 clusters Score -7691698 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 53868 members 
Entering Unmasked Estep 
Score: -7691822.500000 Penalty: 5461.050781
	Iteration 25Q: 3 clusters Score -7691822 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 54282 members 
Entering Unmasked Estep 
Score: -7691943.500000 Penalty: 5461.050781
	Iteration 26Q: 3 clusters Score -7691944 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 54681 members 
Entering Unmasked Estep 
Score: -7692069.500000 Penalty: 5461.050781
	Iteration 27Q: 3 clusters Score -7692070 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 55122 members 
Entering Unmasked Estep 
Score: -7692224.500000 Penalty: 5461.050781
	Iteration 28Q: 3 clusters Score -7692224 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 55567 members 
Entering Unmasked Estep 
Score: -7692403.500000 Penalty: 5461.050781
	Iteration 29Q: 3 clusters Score -7692404 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 56001 members 
Entering Unmasked Estep 
Score: -7692578.500000 Penalty: 5461.050781
	Iteration 30Q: 3 clusters Score -7692578 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 56425 members 
Entering Unmasked Estep 
Score: -7692730.500000 Penalty: 5461.050781
	Iteration 31Q: 3 clusters Score -7692730 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 56833 members 
Entering Unmasked Estep 
Score: -7692914.500000 Penalty: 5461.050781
	Iteration 32Q: 3 clusters Score -7692914 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 57215 members 
Entering Unmasked Estep 
Score: -7693105.500000 Penalty: 5461.050781
	Iteration 33Q: 3 clusters Score -7693106 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 57568 members 
Entering Unmasked Estep 
Score: -7693269.000000 Penalty: 5461.050781
	Iteration 34Q: 3 clusters Score -7693269 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 57873 members 
Entering Unmasked Estep 
Score: -7693409.000000 Penalty: 5461.050781
	Iteration 35Q: 3 clusters Score -7693409 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 58104 members 
Entering Unmasked Estep 
Score: -7693501.000000 Penalty: 5461.050781
	Iteration 36Q: 3 clusters Score -7693501 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 58307 members 
Entering Unmasked Estep 
Score: -7693595.000000 Penalty: 5461.050781
	Iteration 37Q: 3 clusters Score -7693595 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 58479 members 
Entering Unmasked Estep 
Score: -7693690.000000 Penalty: 5461.050781
	Iteration 38Q: 3 clusters Score -7693690 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 58628 members 
Entering Unmasked Estep 
Score: -7693765.000000 Penalty: 5461.050781
	Iteration 39Q: 3 clusters Score -7693765 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 58754 members 
Entering Unmasked Estep 
Score: -7693851.500000 Penalty: 5461.050781
	Iteration 40F: 3 clusters Score -7693852 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 58844 members 
Entering Unmasked Estep 
Score: -7693914.500000 Penalty: 5461.050781
	Iteration 41Q: 3 clusters Score -7693914 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 58922 members 
Entering Unmasked Estep 
Score: -7693968.500000 Penalty: 5461.050781
	Iteration 42Q: 3 clusters Score -7693968 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 59006 members 
Entering Unmasked Estep 
Score: -7694040.500000 Penalty: 5461.050781
	Iteration 43Q: 3 clusters Score -7694040 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 59068 members 
Entering Unmasked Estep 
Score: -7694089.500000 Penalty: 5461.050781
	Iteration 44Q: 3 clusters Score -7694090 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 59118 members 
Entering Unmasked Estep 
Score: -7694113.500000 Penalty: 5461.050781
	Iteration 45Q: 3 clusters Score -7694114 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 59150 members 
Entering Unmasked Estep 
Score: -7694144.000000 Penalty: 5461.050781
	Iteration 46Q: 3 clusters Score -7694144 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 59177 members 
Entering Unmasked Estep 
Score: -7694159.000000 Penalty: 5461.050781
	Iteration 47Q: 3 clusters Score -7694159 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 59197 members 
Entering Unmasked Estep 
Score: -7694173.500000 Penalty: 5461.050781
	Iteration 48Q: 3 clusters Score -7694174 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 59216 members 
Entering Unmasked Estep 
Score: -7694181.500000 Penalty: 5461.050781
	Iteration 49Q: 3 clusters Score -7694182 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 59231 members 
Entering Unmasked Estep 
Score: -7694200.500000 Penalty: 5461.050781
	Iteration 50Q: 3 clusters Score -7694200 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 59243 members 
Entering Unmasked Estep 
Score: -7694204.500000 Penalty: 5461.050781
	Iteration 51Q: 3 clusters Score -7694204 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 59256 members 
Entering Unmasked Estep 
Score: -7694198.500000 Penalty: 5461.050781
	Iteration 52Q: 3 clusters Score -7694198 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 59263 members 
Entering Unmasked Estep 
Score: -7694218.500000 Penalty: 5461.050781
	Iteration 53Q: 3 clusters Score -7694218 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 59265 members 
Entering Unmasked Estep 
Score: -7694218.500000 Penalty: 5461.050781
	Iteration 54Q: 3 clusters Score -7694218 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 59269 members 
Entering Unmasked Estep 
Score: -7694212.500000 Penalty: 5461.050781
	Iteration 55Q: 3 clusters Score -7694212 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 59267 members 
Entering Unmasked Estep 
Score: -7694213.000000 Penalty: 5461.050781
	Iteration 56Q: 3 clusters Score -7694213 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 59269 members 
Entering Unmasked Estep 
Score: -7694211.000000 Penalty: 5461.050781
	Iteration 57Q: 3 clusters Score -7694211 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 59270 members 
Entering Unmasked Estep 
Score: -7694219.000000 Penalty: 5461.050781
	Iteration 58Q: 3 clusters Score -7694219 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 59271 members 
Entering Unmasked Estep 
Score: -7694222.500000 Penalty: 5461.050781
	Iteration 59Q: 3 clusters Score -7694222 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 59272 members 
Entering Unmasked Estep 
Score: -7694217.500000 Penalty: 5461.050781
	Iteration 60F: 3 clusters Score -7694218 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 59273 members 
Entering Unmasked Estep 
Score: -7694215.500000 Penalty: 5461.050781
	Iteration 61Q: 3 clusters Score -7694216 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 59274 members 
Entering Unmasked Estep 
Score: -7694217.500000 Penalty: 5461.050781
	Iteration 62Q: 3 clusters Score -7694218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 59276 members 
Entering Unmasked Estep 
Score: -7694217.000000 Penalty: 5461.050781
	Iteration 63Q: 3 clusters Score -7694217 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 59277 members 
Entering Unmasked Estep 
Score: -7694217.000000 Penalty: 5461.050781
	Iteration 64Q: 3 clusters Score -7694217 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 59278 members 
Entering Unmasked Estep 
Score: -7694211.500000 Penalty: 5461.050781
	Iteration 65Q: 3 clusters Score -7694212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 59281 members 
Entering Unmasked Estep 
Score: -7694215.000000 Penalty: 5461.050781
	Iteration 66Q: 3 clusters Score -7694215 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 59282 members 
Entering Unmasked Estep 
Score: -7694214.000000 Penalty: 5461.050781
	Iteration 67Q: 3 clusters Score -7694214 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 59283 members 
Entering Unmasked Estep 
Score: -7694217.500000 Penalty: 5461.050781
	Iteration 68Q: 3 clusters Score -7694218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 59285 members 
Entering Unmasked Estep 
Score: -7694222.500000 Penalty: 5461.050781
	Iteration 69Q: 3 clusters Score -7694222 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 59285 members 
Entering Unmasked Estep 
Score: -7694218.500000 Penalty: 5461.050781
	Iteration 70Q: 3 clusters Score -7694218 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 59286 members 
Entering Unmasked Estep 
Score: -7694219.000000 Penalty: 5461.050781
	Iteration 71Q: 3 clusters Score -7694219 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 59288 members 
Entering Unmasked Estep 
Score: -7694219.500000 Penalty: 5461.050781
	Iteration 72Q: 3 clusters Score -7694220 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 59287 members 
Entering Unmasked Estep 
Score: -7694222.000000 Penalty: 5461.050781
	Iteration 73Q: 3 clusters Score -7694222 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 59285 members 
Entering Unmasked Estep 
Score: -7694227.000000 Penalty: 5461.050781
	Iteration 74Q: 3 clusters Score -7694227 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 59286 members 
Entering Unmasked Estep 
Score: -7694219.000000 Penalty: 5461.050781
	Iteration 75Q: 3 clusters Score -7694219 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 59286 members 
Entering Unmasked Estep 
Score: -7694222.000000 Penalty: 5461.050781
	Iteration 76Q: 3 clusters Score -7694222 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 59284 members 
Entering Unmasked Estep 
Score: -7694217.000000 Penalty: 5461.050781
	Iteration 77Q: 3 clusters Score -7694217 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 59283 members 
Entering Unmasked Estep 
Score: -7694225.000000 Penalty: 5461.050781
	Iteration 78Q: 3 clusters Score -7694225 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 59284 members 
Entering Unmasked Estep 
Score: -7694220.500000 Penalty: 5461.050781
	Iteration 79Q: 3 clusters Score -7694220 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 59284 members 
Entering Unmasked Estep 
Score: -7694220.500000 Penalty: 5461.050781
	Iteration 80F: 3 clusters Score -7694220 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (9622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Entering Unmasked Estep 
Score: -1244267.250000 Penalty: 2274.608154
	Iteration 0F: 2 clusters Score -1244267 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -1236800.625000 Penalty: 4549.216309
	Iteration 0F: 3 clusters Score -1236801 nChanged 3986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -1238971.500000 Penalty: 4549.216309
	Iteration 1F: 3 clusters Score -1238972 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -1239267.500000 Penalty: 4549.216309
	Iteration 2F: 3 clusters Score -1239268 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -1239490.250000 Penalty: 4549.216309
	Iteration 3Q: 3 clusters Score -1239490 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -1239699.875000 Penalty: 4549.216309
	Iteration 4Q: 3 clusters Score -1239700 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -1239967.375000 Penalty: 4549.216309
	Iteration 5Q: 3 clusters Score -1239967 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -1240257.375000 Penalty: 4549.216309
	Iteration 6Q: 3 clusters Score -1240257 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -1240593.500000 Penalty: 4549.216309
	Iteration 7Q: 3 clusters Score -1240594 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -1240973.625000 Penalty: 4549.216309
	Iteration 8F: 3 clusters Score -1240974 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -1241433.750000 Penalty: 4549.216309
	Iteration 9F: 3 clusters Score -1241434 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -1241876.000000 Penalty: 4549.216309
	Iteration 10F: 3 clusters Score -1241876 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -1242316.250000 Penalty: 4549.216309
	Iteration 11F: 3 clusters Score -1242316 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -1242619.750000 Penalty: 4549.216309
	Iteration 12Q: 3 clusters Score -1242620 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -1242836.000000 Penalty: 4549.216309
	Iteration 13Q: 3 clusters Score -1242836 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -1242981.000000 Penalty: 4549.216309
	Iteration 14Q: 3 clusters Score -1242981 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -1243119.500000 Penalty: 4549.216309
	Iteration 15Q: 3 clusters Score -1243120 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -1243240.000000 Penalty: 4549.216309
	Iteration 16Q: 3 clusters Score -1243240 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -1243336.000000 Penalty: 4549.216309
	Iteration 17Q: 3 clusters Score -1243336 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -1243410.750000 Penalty: 4549.216309
	Iteration 18Q: 3 clusters Score -1243411 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -1243463.125000 Penalty: 4549.216309
	Iteration 19Q: 3 clusters Score -1243463 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -1243508.500000 Penalty: 4549.216309
	Iteration 20F: 3 clusters Score -1243508 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -1243534.500000 Penalty: 4549.216309
	Iteration 21Q: 3 clusters Score -1243534 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -1243554.375000 Penalty: 4549.216309
	Iteration 22Q: 3 clusters Score -1243554 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -1243571.750000 Penalty: 4549.216309
	Iteration 23Q: 3 clusters Score -1243572 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -1243583.500000 Penalty: 4549.216309
	Iteration 24Q: 3 clusters Score -1243584 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -1243591.375000 Penalty: 4549.216309
	Iteration 25Q: 3 clusters Score -1243591 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -1243591.875000 Penalty: 4549.216309
	Iteration 26Q: 3 clusters Score -1243592 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -1243595.125000 Penalty: 4549.216309
	Iteration 27Q: 3 clusters Score -1243595 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -1243597.875000 Penalty: 4549.216309
	Iteration 28Q: 3 clusters Score -1243598 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -1243599.750000 Penalty: 4549.216309
	Iteration 29Q: 3 clusters Score -1243600 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -1243598.250000 Penalty: 4549.216309
	Iteration 30Q: 3 clusters Score -1243598 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -1243598.250000 Penalty: 4549.216309
	Iteration 31F: 3 clusters Score -1243598 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (6861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Entering Unmasked Estep 
Score: -860956.312500 Penalty: 2190.734863
	Iteration 0F: 2 clusters Score -860956.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -855265.125000 Penalty: 4381.469727
	Iteration 0F: 3 clusters Score -855265.1 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -856682.375000 Penalty: 4381.469727
	Iteration 1F: 3 clusters Score -856682.4 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -856934.750000 Penalty: 4381.469727
	Iteration 2F: 3 clusters Score -856934.8 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -857093.187500 Penalty: 4381.469727
	Iteration 3Q: 3 clusters Score -857093.2 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -857239.562500 Penalty: 4381.469727
	Iteration 4Q: 3 clusters Score -857239.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -857352.562500 Penalty: 4381.469727
	Iteration 5Q: 3 clusters Score -857352.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -857465.625000 Penalty: 4381.469727
	Iteration 6Q: 3 clusters Score -857465.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -857559.062500 Penalty: 4381.469727
	Iteration 7Q: 3 clusters Score -857559.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -857640.125000 Penalty: 4381.469727
	Iteration 8Q: 3 clusters Score -857640.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -857725.125000 Penalty: 4381.469727
	Iteration 9Q: 3 clusters Score -857725.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -857824.000000 Penalty: 4381.469727
	Iteration 10Q: 3 clusters Score -857824 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -857909.062500 Penalty: 4381.469727
	Iteration 11Q: 3 clusters Score -857909.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -857994.687500 Penalty: 4381.469727
	Iteration 12Q: 3 clusters Score -857994.7 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -858069.375000 Penalty: 4381.469727
	Iteration 13Q: 3 clusters Score -858069.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -858183.062500 Penalty: 4381.469727
	Iteration 14Q: 3 clusters Score -858183.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -858335.187500 Penalty: 4381.469727
	Iteration 15Q: 3 clusters Score -858335.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -858474.062500 Penalty: 4381.469727
	Iteration 16Q: 3 clusters Score -858474.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -858611.250000 Penalty: 4381.469727
	Iteration 17Q: 3 clusters Score -858611.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -858750.625000 Penalty: 4381.469727
	Iteration 18Q: 3 clusters Score -858750.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -858855.500000 Penalty: 4381.469727
	Iteration 19Q: 3 clusters Score -858855.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -858923.062500 Penalty: 4381.469727
	Iteration 20F: 3 clusters Score -858923.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -858979.187500 Penalty: 4381.469727
	Iteration 21Q: 3 clusters Score -858979.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -859023.312500 Penalty: 4381.469727
	Iteration 22Q: 3 clusters Score -859023.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -859043.625000 Penalty: 4381.469727
	Iteration 23Q: 3 clusters Score -859043.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -859051.500000 Penalty: 4381.469727
	Iteration 24Q: 3 clusters Score -859051.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -859057.562500 Penalty: 4381.469727
	Iteration 25Q: 3 clusters Score -859057.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -859062.687500 Penalty: 4381.469727
	Iteration 26Q: 3 clusters Score -859062.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -859068.375000 Penalty: 4381.469727
	Iteration 27Q: 3 clusters Score -859068.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -859068.437500 Penalty: 4381.469727
	Iteration 28Q: 3 clusters Score -859068.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -859070.875000 Penalty: 4381.469727
	Iteration 29Q: 3 clusters Score -859070.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -859072.562500 Penalty: 4381.469727
	Iteration 30Q: 3 clusters Score -859072.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -859075.062500 Penalty: 4381.469727
	Iteration 31Q: 3 clusters Score -859075.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -859078.625000 Penalty: 4381.469727
	Iteration 32Q: 3 clusters Score -859078.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -859079.375000 Penalty: 4381.469727
	Iteration 33Q: 3 clusters Score -859079.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -859081.375000 Penalty: 4381.469727
	Iteration 34Q: 3 clusters Score -859081.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -859082.500000 Penalty: 4381.469727
	Iteration 35Q: 3 clusters Score -859082.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -859084.875000 Penalty: 4381.469727
	Iteration 36Q: 3 clusters Score -859084.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -859087.125000 Penalty: 4381.469727
	Iteration 37Q: 3 clusters Score -859087.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -859089.437500 Penalty: 4381.469727
	Iteration 38Q: 3 clusters Score -859089.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -859093.375000 Penalty: 4381.469727
	Iteration 39Q: 3 clusters Score -859093.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -859096.187500 Penalty: 4381.469727
	Iteration 40F: 3 clusters Score -859096.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -859097.937500 Penalty: 4381.469727
	Iteration 41Q: 3 clusters Score -859097.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -859101.687500 Penalty: 4381.469727
	Iteration 42Q: 3 clusters Score -859101.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -859105.437500 Penalty: 4381.469727
	Iteration 43Q: 3 clusters Score -859105.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -859107.125000 Penalty: 4381.469727
	Iteration 44Q: 3 clusters Score -859107.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -859107.125000 Penalty: 4381.469727
	Iteration 45Q: 3 clusters Score -859107.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -859108.375000 Penalty: 4381.469727
	Iteration 46Q: 3 clusters Score -859108.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -859111.500000 Penalty: 4381.469727
	Iteration 47Q: 3 clusters Score -859111.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -859115.687500 Penalty: 4381.469727
	Iteration 48Q: 3 clusters Score -859115.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -859118.000000 Penalty: 4381.469727
	Iteration 49Q: 3 clusters Score -859118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -859117.000000 Penalty: 4381.469727
	Iteration 50Q: 3 clusters Score -859117 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -859117.937500 Penalty: 4381.469727
	Iteration 51Q: 3 clusters Score -859117.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -859118.437500 Penalty: 4381.469727
	Iteration 52Q: 3 clusters Score -859118.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -859118.437500 Penalty: 4381.469727
	Iteration 53F: 3 clusters Score -859118.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (5297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Entering Unmasked Estep 
Score: -672688.500000 Penalty: 2126.574219
	Iteration 0F: 2 clusters Score -672688.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -667948.625000 Penalty: 4253.148438
	Iteration 0F: 3 clusters Score -667948.6 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -669114.437500 Penalty: 4253.148438
	Iteration 1F: 3 clusters Score -669114.4 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -669347.375000 Penalty: 4253.148438
	Iteration 2F: 3 clusters Score -669347.4 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -669504.250000 Penalty: 4253.148438
	Iteration 3F: 3 clusters Score -669504.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -669636.375000 Penalty: 4253.148438
	Iteration 4Q: 3 clusters Score -669636.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -669753.000000 Penalty: 4253.148438
	Iteration 5Q: 3 clusters Score -669753 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -669861.375000 Penalty: 4253.148438
	Iteration 6Q: 3 clusters Score -669861.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -669965.000000 Penalty: 4253.148438
	Iteration 7Q: 3 clusters Score -669965 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -670087.562500 Penalty: 4253.148438
	Iteration 8Q: 3 clusters Score -670087.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -670225.125000 Penalty: 4253.148438
	Iteration 9Q: 3 clusters Score -670225.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -670359.625000 Penalty: 4253.148438
	Iteration 10Q: 3 clusters Score -670359.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -670520.750000 Penalty: 4253.148438
	Iteration 11Q: 3 clusters Score -670520.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -670644.750000 Penalty: 4253.148438
	Iteration 12Q: 3 clusters Score -670644.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -670750.562500 Penalty: 4253.148438
	Iteration 13Q: 3 clusters Score -670750.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -670825.000000 Penalty: 4253.148438
	Iteration 14Q: 3 clusters Score -670825 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -670884.375000 Penalty: 4253.148438
	Iteration 15Q: 3 clusters Score -670884.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -670925.250000 Penalty: 4253.148438
	Iteration 16Q: 3 clusters Score -670925.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -670949.250000 Penalty: 4253.148438
	Iteration 17Q: 3 clusters Score -670949.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -670967.187500 Penalty: 4253.148438
	Iteration 18Q: 3 clusters Score -670967.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -670989.250000 Penalty: 4253.148438
	Iteration 19Q: 3 clusters Score -670989.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -671012.500000 Penalty: 4253.148438
	Iteration 20F: 3 clusters Score -671012.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -671033.625000 Penalty: 4253.148438
	Iteration 21Q: 3 clusters Score -671033.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -671051.625000 Penalty: 4253.148438
	Iteration 22Q: 3 clusters Score -671051.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -671066.500000 Penalty: 4253.148438
	Iteration 23Q: 3 clusters Score -671066.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -671083.687500 Penalty: 4253.148438
	Iteration 24Q: 3 clusters Score -671083.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -671092.500000 Penalty: 4253.148438
	Iteration 25Q: 3 clusters Score -671092.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -671102.062500 Penalty: 4253.148438
	Iteration 26Q: 3 clusters Score -671102.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -671107.500000 Penalty: 4253.148438
	Iteration 27Q: 3 clusters Score -671107.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -671117.125000 Penalty: 4253.148438
	Iteration 28Q: 3 clusters Score -671117.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -671126.125000 Penalty: 4253.148438
	Iteration 29Q: 3 clusters Score -671126.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -671132.250000 Penalty: 4253.148438
	Iteration 30Q: 3 clusters Score -671132.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -671140.250000 Penalty: 4253.148438
	Iteration 31Q: 3 clusters Score -671140.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -671144.750000 Penalty: 4253.148438
	Iteration 32Q: 3 clusters Score -671144.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -671148.562500 Penalty: 4253.148438
	Iteration 33Q: 3 clusters Score -671148.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -671152.375000 Penalty: 4253.148438
	Iteration 34Q: 3 clusters Score -671152.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -671158.062500 Penalty: 4253.148438
	Iteration 35Q: 3 clusters Score -671158.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -671162.562500 Penalty: 4253.148438
	Iteration 36Q: 3 clusters Score -671162.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -671168.375000 Penalty: 4253.148438
	Iteration 37Q: 3 clusters Score -671168.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -671171.062500 Penalty: 4253.148438
	Iteration 38Q: 3 clusters Score -671171.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -671174.437500 Penalty: 4253.148438
	Iteration 39Q: 3 clusters Score -671174.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -671180.562500 Penalty: 4253.148438
	Iteration 40F: 3 clusters Score -671180.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -671186.812500 Penalty: 4253.148438
	Iteration 41Q: 3 clusters Score -671186.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -671193.125000 Penalty: 4253.148438
	Iteration 42Q: 3 clusters Score -671193.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -671198.500000 Penalty: 4253.148438
	Iteration 43Q: 3 clusters Score -671198.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -671203.937500 Penalty: 4253.148438
	Iteration 44Q: 3 clusters Score -671203.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -671209.437500 Penalty: 4253.148438
	Iteration 45Q: 3 clusters Score -671209.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -671213.875000 Penalty: 4253.148438
	Iteration 46Q: 3 clusters Score -671213.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -671217.625000 Penalty: 4253.148438
	Iteration 47Q: 3 clusters Score -671217.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -671218.750000 Penalty: 4253.148438
	Iteration 48Q: 3 clusters Score -671218.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -671221.187500 Penalty: 4253.148438
	Iteration 49Q: 3 clusters Score -671221.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -671220.875000 Penalty: 4253.148438
	Iteration 50Q: 3 clusters Score -671220.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -671220.875000 Penalty: 4253.148438
	Iteration 51F: 3 clusters Score -671220.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (8663 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Entering Unmasked Estep 
Score: -1089261.625000 Penalty: 2248.570557
	Iteration 0F: 2 clusters Score -1089262 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -1082494.625000 Penalty: 4497.141113
	Iteration 0F: 3 clusters Score -1082495 nChanged 3540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -1084394.250000 Penalty: 4497.141113
	Iteration 1F: 3 clusters Score -1084394 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -1084684.750000 Penalty: 4497.141113
	Iteration 2F: 3 clusters Score -1084685 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -1084925.875000 Penalty: 4497.141113
	Iteration 3F: 3 clusters Score -1084926 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -1085163.250000 Penalty: 4497.141113
	Iteration 4Q: 3 clusters Score -1085163 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -1085359.875000 Penalty: 4497.141113
	Iteration 5Q: 3 clusters Score -1085360 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -1085523.250000 Penalty: 4497.141113
	Iteration 6Q: 3 clusters Score -1085523 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -1085672.500000 Penalty: 4497.141113
	Iteration 7Q: 3 clusters Score -1085672 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -1085822.000000 Penalty: 4497.141113
	Iteration 8Q: 3 clusters Score -1085822 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -1086008.375000 Penalty: 4497.141113
	Iteration 9Q: 3 clusters Score -1086008 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -1086221.875000 Penalty: 4497.141113
	Iteration 10Q: 3 clusters Score -1086222 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -1086418.375000 Penalty: 4497.141113
	Iteration 11Q: 3 clusters Score -1086418 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -1086600.375000 Penalty: 4497.141113
	Iteration 12Q: 3 clusters Score -1086600 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -1086766.250000 Penalty: 4497.141113
	Iteration 13Q: 3 clusters Score -1086766 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -1086935.250000 Penalty: 4497.141113
	Iteration 14Q: 3 clusters Score -1086935 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -1087108.125000 Penalty: 4497.141113
	Iteration 15Q: 3 clusters Score -1087108 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -1087267.250000 Penalty: 4497.141113
	Iteration 16Q: 3 clusters Score -1087267 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -1087376.875000 Penalty: 4497.141113
	Iteration 17Q: 3 clusters Score -1087377 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -1087467.375000 Penalty: 4497.141113
	Iteration 18Q: 3 clusters Score -1087467 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -1087533.625000 Penalty: 4497.141113
	Iteration 19Q: 3 clusters Score -1087534 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -1087570.500000 Penalty: 4497.141113
	Iteration 20F: 3 clusters Score -1087570 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -1087600.625000 Penalty: 4497.141113
	Iteration 21Q: 3 clusters Score -1087601 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -1087619.625000 Penalty: 4497.141113
	Iteration 22Q: 3 clusters Score -1087620 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -1087629.375000 Penalty: 4497.141113
	Iteration 23Q: 3 clusters Score -1087629 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -1087635.500000 Penalty: 4497.141113
	Iteration 24Q: 3 clusters Score -1087636 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -1087643.375000 Penalty: 4497.141113
	Iteration 25Q: 3 clusters Score -1087643 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -1087649.375000 Penalty: 4497.141113
	Iteration 26Q: 3 clusters Score -1087649 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -1087652.625000 Penalty: 4497.141113
	Iteration 27Q: 3 clusters Score -1087653 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -1087653.500000 Penalty: 4497.141113
	Iteration 28Q: 3 clusters Score -1087654 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -1087658.500000 Penalty: 4497.141113
	Iteration 29Q: 3 clusters Score -1087658 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -1087654.750000 Penalty: 4497.141113
	Iteration 30Q: 3 clusters Score -1087655 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -1087658.625000 Penalty: 4497.141113
	Iteration 31Q: 3 clusters Score -1087659 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -1087656.000000 Penalty: 4497.141113
	Iteration 32Q: 3 clusters Score -1087656 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -1087658.750000 Penalty: 4497.141113
	Iteration 33Q: 3 clusters Score -1087659 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -1087660.500000 Penalty: 4497.141113
	Iteration 34Q: 3 clusters Score -1087660 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -1087661.000000 Penalty: 4497.141113
	Iteration 35Q: 3 clusters Score -1087661 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -1087661.625000 Penalty: 4497.141113
	Iteration 36Q: 3 clusters Score -1087662 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -1087662.500000 Penalty: 4497.141113
	Iteration 37Q: 3 clusters Score -1087662 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -1087663.250000 Penalty: 4497.141113
	Iteration 38Q: 3 clusters Score -1087663 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -1087663.875000 Penalty: 4497.141113
	Iteration 39Q: 3 clusters Score -1087664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -1087662.750000 Penalty: 4497.141113
	Iteration 40F: 3 clusters Score -1087663 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -1087665.250000 Penalty: 4497.141113
	Iteration 41Q: 3 clusters Score -1087665 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -1087665.250000 Penalty: 4497.141113
	Iteration 42Q: 3 clusters Score -1087665 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -1087664.375000 Penalty: 4497.141113
	Iteration 43Q: 3 clusters Score -1087664 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -1087664.375000 Penalty: 4497.141113
	Iteration 44F: 3 clusters Score -1087664 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Entering Unmasked Estep 
Score: -45737.417969 Penalty: 1444.848022
	Iteration 0F: 2 clusters Score -45737.42 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 166 members 
Entering Unmasked Estep 
Score: -44591.003906 Penalty: 2889.696045
	Iteration 0F: 3 clusters Score -44591 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -45128.671875 Penalty: 2889.696045
	Iteration 1F: 3 clusters Score -45128.67 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -45570.007812 Penalty: 2889.696045
	Iteration 2F: 3 clusters Score -45570.01 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -45699.765625 Penalty: 2889.696045
	Iteration 3Q: 3 clusters Score -45699.77 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -45811.570312 Penalty: 2889.696045
	Iteration 4Q: 3 clusters Score -45811.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -45868.757812 Penalty: 2889.696045
	Iteration 5Q: 3 clusters Score -45868.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -45907.730469 Penalty: 2889.696045
	Iteration 6Q: 3 clusters Score -45907.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -45907.730469 Penalty: 2889.696045
	Iteration 7F: 3 clusters Score -45907.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 15369 members 
Mstep: Class 3 contains 27081 members 
Mstep: Class 4 contains 35828 members 
Mstep: Class 5 contains 21378 members 
Mstep: Class 6 contains 660 members 
Mstep: Class 7 contains 2492 members 
Mstep: Class 8 contains 48707 members 
Mstep: Class 9 contains 29945 members 
Mstep: Class 10 contains 12115 members 
Mstep: Class 11 contains 4396 members 
Mstep: Class 12 contains 225591 members 
Mstep: Class 13 contains 9309 members 
Mstep: Class 14 contains 5313 members 
Mstep: Class 15 contains 26996 members 
Mstep: Class 16 contains 9433 members 
Mstep: Class 17 contains 10033 members 
Mstep: Class 18 contains 8384 members 
Mstep: Class 19 contains 163218 members 
Mstep: Class 20 contains 41570 members 
Mstep: Class 21 contains 12735 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 10773 members 
Mstep: Class 24 contains 4143 members 
Mstep: Class 25 contains 6732 members 
Mstep: Class 26 contains 60487 members 
Mstep: Class 27 contains 9622 members 
Mstep: Class 28 contains 6861 members 
Mstep: Class 29 contains 5297 members 
Mstep: Class 30 contains 8663 members 
Mstep: Class 31 contains 102 members 
Mstep: Class 32 contains 1149 members 
Mstep: Class 33 contains 1802 members 
Mstep: Class 34 contains 8713 members 
Mstep: Class 35 contains 197295 members 
Mstep: Class 36 contains 2887 members 
Mstep: Class 37 contains 4610 members 
Mstep: Class 38 contains 2495 members 
Mstep: Class 39 contains 258 members 
Mstep: Class 40 contains 9951 members 
Mstep: Class 41 contains 27272 members 
Mstep: Class 42 contains 5083 members 
Mstep: Class 43 contains 12593 members 
Mstep: Class 44 contains 957 members 
Mstep: Class 45 contains 3732 members 
Mstep: Class 46 contains 1452 members 
Mstep: Class 47 contains 13820 members 
Mstep: Class 48 contains 384 members 
Mstep: Class 49 contains 4137 members 
Mstep: Class 50 contains 473 members 
Mstep: Class 51 contains 818 members 
Mstep: Class 52 contains 38009 members 
Mstep: Class 53 contains 268 members 
Mstep: Class 54 contains 7283 members 
Mstep: Class 55 contains 462 members 
Mstep: Class 56 contains 6006 members 
Mstep: Class 57 contains 2957 members 
Mstep: Class 58 contains 845 members 
Mstep: Class 59 contains 407 members 
Mstep: Class 60 contains 1015 members 
Mstep: Class 61 contains 399 members 
Mstep: Class 62 contains 472 members 
Mstep: Class 63 contains 664 members 
Mstep: Class 64 contains 608 members 
Mstep: Class 65 contains 1091 members 
Mstep: Class 66 contains 434 members 
Mstep: Class 67 contains 385 members 
Mstep: Class 68 contains 237 members 
Entering Unmasked Estep 
Score: -147538000.000000 Penalty: 235893.484375
Splitting cluster 31 changes total score from -147539264.000000 to -147538000.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 32 (1149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Entering Unmasked Estep 
Score: -171691.968750 Penalty: 1747.568481
	Iteration 0F: 2 clusters Score -171692 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -169725.843750 Penalty: 3495.136963
	Iteration 0F: 3 clusters Score -169725.8 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -170742.593750 Penalty: 3495.136963
	Iteration 1F: 3 clusters Score -170742.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -171541.703125 Penalty: 3495.136963
	Iteration 2F: 3 clusters Score -171541.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -171985.796875 Penalty: 3495.136963
	Iteration 3F: 3 clusters Score -171985.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -172233.671875 Penalty: 3495.136963
	Iteration 4Q: 3 clusters Score -172233.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -172425.484375 Penalty: 3495.136963
	Iteration 5Q: 3 clusters Score -172425.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -172630.765625 Penalty: 3495.136963
	Iteration 6Q: 3 clusters Score -172630.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -172868.125000 Penalty: 3495.136963
	Iteration 7Q: 3 clusters Score -172868.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -173214.312500 Penalty: 3495.136963
	Iteration 8Q: 3 clusters Score -173214.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -173358.031250 Penalty: 3495.136963
	Iteration 9Q: 3 clusters Score -173358 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -173477.359375 Penalty: 3495.136963
	Iteration 10Q: 3 clusters Score -173477.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -173542.328125 Penalty: 3495.136963
	Iteration 11Q: 3 clusters Score -173542.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -173565.015625 Penalty: 3495.136963
	Iteration 12Q: 3 clusters Score -173565 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -173571.765625 Penalty: 3495.136963
	Iteration 13Q: 3 clusters Score -173571.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -173605.453125 Penalty: 3495.136963
	Iteration 14F: 3 clusters Score -173605.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -173799.796875 Penalty: 3495.136963
	Iteration 15Q: 3 clusters Score -173799.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -173843.453125 Penalty: 3495.136963
	Iteration 16Q: 3 clusters Score -173843.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -173843.453125 Penalty: 3495.136963
	Iteration 17F: 3 clusters Score -173843.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 15369 members 
Mstep: Class 3 contains 27081 members 
Mstep: Class 4 contains 35828 members 
Mstep: Class 5 contains 21378 members 
Mstep: Class 6 contains 660 members 
Mstep: Class 7 contains 2492 members 
Mstep: Class 8 contains 48707 members 
Mstep: Class 9 contains 29945 members 
Mstep: Class 10 contains 12115 members 
Mstep: Class 11 contains 4396 members 
Mstep: Class 12 contains 225591 members 
Mstep: Class 13 contains 9309 members 
Mstep: Class 14 contains 5313 members 
Mstep: Class 15 contains 26996 members 
Mstep: Class 16 contains 9433 members 
Mstep: Class 17 contains 10033 members 
Mstep: Class 18 contains 8384 members 
Mstep: Class 19 contains 163218 members 
Mstep: Class 20 contains 41570 members 
Mstep: Class 21 contains 12735 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 10773 members 
Mstep: Class 24 contains 4143 members 
Mstep: Class 25 contains 6732 members 
Mstep: Class 26 contains 60487 members 
Mstep: Class 27 contains 9622 members 
Mstep: Class 28 contains 6861 members 
Mstep: Class 29 contains 5297 members 
Mstep: Class 30 contains 8663 members 
Mstep: Class 31 contains 339 members 
Mstep: Class 32 contains 446 members 
Mstep: Class 33 contains 1802 members 
Mstep: Class 34 contains 8713 members 
Mstep: Class 35 contains 197295 members 
Mstep: Class 36 contains 2887 members 
Mstep: Class 37 contains 4610 members 
Mstep: Class 38 contains 2495 members 
Mstep: Class 39 contains 258 members 
Mstep: Class 40 contains 9951 members 
Mstep: Class 41 contains 27272 members 
Mstep: Class 42 contains 5083 members 
Mstep: Class 43 contains 12593 members 
Mstep: Class 44 contains 957 members 
Mstep: Class 45 contains 3732 members 
Mstep: Class 46 contains 1452 members 
Mstep: Class 47 contains 13820 members 
Mstep: Class 48 contains 384 members 
Mstep: Class 49 contains 4137 members 
Mstep: Class 50 contains 473 members 
Mstep: Class 51 contains 818 members 
Mstep: Class 52 contains 38009 members 
Mstep: Class 53 contains 268 members 
Mstep: Class 54 contains 7283 members 
Mstep: Class 55 contains 462 members 
Mstep: Class 56 contains 6006 members 
Mstep: Class 57 contains 2957 members 
Mstep: Class 58 contains 845 members 
Mstep: Class 59 contains 407 members 
Mstep: Class 60 contains 1015 members 
Mstep: Class 61 contains 399 members 
Mstep: Class 62 contains 472 members 
Mstep: Class 63 contains 664 members 
Mstep: Class 64 contains 608 members 
Mstep: Class 65 contains 1091 members 
Mstep: Class 66 contains 434 members 
Mstep: Class 67 contains 385 members 
Mstep: Class 68 contains 703 members 
Entering Unmasked Estep 
Score: -147540256.000000 Penalty: 235893.484375
Splitting cluster 32 changes total score from -147539264.000000 to -147540256.000000
So it's getting split into cluster 68.
Entering ConstructFrom: 
Trying to split cluster 33 (1802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Entering Unmasked Estep 
Score: -223586.281250 Penalty: 1859.169800
	Iteration 0F: 2 clusters Score -223586.3 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 909 members 
Entering Unmasked Estep 
Score: -221056.718750 Penalty: 3718.339600
	Iteration 0F: 3 clusters Score -221056.7 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -221511.031250 Penalty: 3718.339600
	Iteration 1F: 3 clusters Score -221511 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -221631.609375 Penalty: 3718.339600
	Iteration 2F: 3 clusters Score -221631.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -221690.796875 Penalty: 3718.339600
	Iteration 3Q: 3 clusters Score -221690.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -221733.703125 Penalty: 3718.339600
	Iteration 4Q: 3 clusters Score -221733.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -221772.296875 Penalty: 3718.339600
	Iteration 5Q: 3 clusters Score -221772.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -221799.953125 Penalty: 3718.339600
	Iteration 6Q: 3 clusters Score -221800 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -221826.390625 Penalty: 3718.339600
	Iteration 7Q: 3 clusters Score -221826.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -221840.750000 Penalty: 3718.339600
	Iteration 8Q: 3 clusters Score -221840.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -221857.234375 Penalty: 3718.339600
	Iteration 9Q: 3 clusters Score -221857.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -221871.562500 Penalty: 3718.339600
	Iteration 10Q: 3 clusters Score -221871.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -221879.671875 Penalty: 3718.339600
	Iteration 11Q: 3 clusters Score -221879.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -221891.578125 Penalty: 3718.339600
	Iteration 12Q: 3 clusters Score -221891.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -221905.671875 Penalty: 3718.339600
	Iteration 13Q: 3 clusters Score -221905.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -221917.875000 Penalty: 3718.339600
	Iteration 14Q: 3 clusters Score -221917.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -221931.078125 Penalty: 3718.339600
	Iteration 15Q: 3 clusters Score -221931.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -221944.781250 Penalty: 3718.339600
	Iteration 16Q: 3 clusters Score -221944.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -221954.656250 Penalty: 3718.339600
	Iteration 17Q: 3 clusters Score -221954.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -221961.437500 Penalty: 3718.339600
	Iteration 18Q: 3 clusters Score -221961.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -221969.218750 Penalty: 3718.339600
	Iteration 19Q: 3 clusters Score -221969.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -221976.015625 Penalty: 3718.339600
	Iteration 20F: 3 clusters Score -221976 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -221983.531250 Penalty: 3718.339600
	Iteration 21Q: 3 clusters Score -221983.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -221990.812500 Penalty: 3718.339600
	Iteration 22Q: 3 clusters Score -221990.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -222003.843750 Penalty: 3718.339600
	Iteration 23Q: 3 clusters Score -222003.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -222016.140625 Penalty: 3718.339600
	Iteration 24Q: 3 clusters Score -222016.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -222033.734375 Penalty: 3718.339600
	Iteration 25Q: 3 clusters Score -222033.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -222046.671875 Penalty: 3718.339600
	Iteration 26Q: 3 clusters Score -222046.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -222051.843750 Penalty: 3718.339600
	Iteration 27Q: 3 clusters Score -222051.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -222054.671875 Penalty: 3718.339600
	Iteration 28Q: 3 clusters Score -222054.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -222054.671875 Penalty: 3718.339600
	Iteration 29Q: 3 clusters Score -222054.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -222054.968750 Penalty: 3718.339600
	Iteration 30Q: 3 clusters Score -222055 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -222054.968750 Penalty: 3718.339600
	Iteration 31F: 3 clusters Score -222055 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (8713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Entering Unmasked Estep 
Score: -1100713.500000 Penalty: 2249.997803
	Iteration 0F: 2 clusters Score -1100714 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -1093800.750000 Penalty: 4499.995605
	Iteration 0F: 3 clusters Score -1093801 nChanged 3602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -1095779.750000 Penalty: 4499.995605
	Iteration 1F: 3 clusters Score -1095780 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -1096156.250000 Penalty: 4499.995605
	Iteration 2F: 3 clusters Score -1096156 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -1096505.375000 Penalty: 4499.995605
	Iteration 3F: 3 clusters Score -1096505 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -1096826.875000 Penalty: 4499.995605
	Iteration 4F: 3 clusters Score -1096827 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -1097130.625000 Penalty: 4499.995605
	Iteration 5Q: 3 clusters Score -1097131 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -1097441.500000 Penalty: 4499.995605
	Iteration 6Q: 3 clusters Score -1097442 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -1097705.875000 Penalty: 4499.995605
	Iteration 7Q: 3 clusters Score -1097706 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -1097953.000000 Penalty: 4499.995605
	Iteration 8Q: 3 clusters Score -1097953 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -1098193.375000 Penalty: 4499.995605
	Iteration 9Q: 3 clusters Score -1098193 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -1098387.250000 Penalty: 4499.995605
	Iteration 10Q: 3 clusters Score -1098387 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -1098543.125000 Penalty: 4499.995605
	Iteration 11Q: 3 clusters Score -1098543 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -1098683.875000 Penalty: 4499.995605
	Iteration 12Q: 3 clusters Score -1098684 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -1098793.625000 Penalty: 4499.995605
	Iteration 13Q: 3 clusters Score -1098794 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -1098879.250000 Penalty: 4499.995605
	Iteration 14Q: 3 clusters Score -1098879 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -1098953.375000 Penalty: 4499.995605
	Iteration 15Q: 3 clusters Score -1098953 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -1099010.750000 Penalty: 4499.995605
	Iteration 16Q: 3 clusters Score -1099011 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -1099054.250000 Penalty: 4499.995605
	Iteration 17Q: 3 clusters Score -1099054 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -1099092.125000 Penalty: 4499.995605
	Iteration 18Q: 3 clusters Score -1099092 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -1099113.375000 Penalty: 4499.995605
	Iteration 19Q: 3 clusters Score -1099113 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -1099128.375000 Penalty: 4499.995605
	Iteration 20F: 3 clusters Score -1099128 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -1099140.125000 Penalty: 4499.995605
	Iteration 21Q: 3 clusters Score -1099140 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -1099155.625000 Penalty: 4499.995605
	Iteration 22Q: 3 clusters Score -1099156 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -1099165.000000 Penalty: 4499.995605
	Iteration 23Q: 3 clusters Score -1099165 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -1099174.250000 Penalty: 4499.995605
	Iteration 24Q: 3 clusters Score -1099174 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -1099179.250000 Penalty: 4499.995605
	Iteration 25Q: 3 clusters Score -1099179 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -1099183.375000 Penalty: 4499.995605
	Iteration 26Q: 3 clusters Score -1099183 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -1099182.875000 Penalty: 4499.995605
	Iteration 27Q: 3 clusters Score -1099183 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -1099187.875000 Penalty: 4499.995605
	Iteration 28Q: 3 clusters Score -1099188 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -1099187.000000 Penalty: 4499.995605
	Iteration 29Q: 3 clusters Score -1099187 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -1099187.000000 Penalty: 4499.995605
	Iteration 30F: 3 clusters Score -1099187 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (197295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197295 members 
Entering Unmasked Estep 
Score: -25390990.000000 Penalty: 3023.729004
	Iteration 0F: 2 clusters Score -2.539099e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98653 members 
Mstep: Class 2 contains 98642 members 
Entering Unmasked Estep 
Score: -25263868.000000 Penalty: 6047.458008
	Iteration 0F: 3 clusters Score -2.526387e+07 nChanged 94954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101329 members 
Mstep: Class 2 contains 95966 members 
Entering Unmasked Estep 
Score: -25320378.000000 Penalty: 6047.458008
	Iteration 1F: 3 clusters Score -2.532038e+07 nChanged 7080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103257 members 
Mstep: Class 2 contains 94038 members 
Entering Unmasked Estep 
Score: -25322942.000000 Penalty: 6047.458008
	Iteration 2Q: 3 clusters Score -2.532294e+07 nChanged 8716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106213 members 
Mstep: Class 2 contains 91082 members 
Entering Unmasked Estep 
Score: -25326328.000000 Penalty: 6047.458008
	Iteration 3Q: 3 clusters Score -2.532633e+07 nChanged 10514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110481 members 
Mstep: Class 2 contains 86814 members 
Entering Unmasked Estep 
Score: -25331620.000000 Penalty: 6047.458008
	Iteration 4F: 3 clusters Score -2.533162e+07 nChanged 12244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116203 members 
Mstep: Class 2 contains 81092 members 
Entering Unmasked Estep 
Score: -25337844.000000 Penalty: 6047.458008
	Iteration 5F: 3 clusters Score -2.533784e+07 nChanged 12824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123155 members 
Mstep: Class 2 contains 74140 members 
Entering Unmasked Estep 
Score: -25344890.000000 Penalty: 6047.458008
	Iteration 6F: 3 clusters Score -2.534489e+07 nChanged 12287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131090 members 
Mstep: Class 2 contains 66205 members 
Entering Unmasked Estep 
Score: -25351580.000000 Penalty: 6047.458008
	Iteration 7F: 3 clusters Score -2.535158e+07 nChanged 10888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139478 members 
Mstep: Class 2 contains 57817 members 
Entering Unmasked Estep 
Score: -25358030.000000 Penalty: 6047.458008
	Iteration 8F: 3 clusters Score -2.535803e+07 nChanged 9448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147952 members 
Mstep: Class 2 contains 49343 members 
Entering Unmasked Estep 
Score: -25363842.000000 Penalty: 6047.458008
	Iteration 9Q: 3 clusters Score -2.536384e+07 nChanged 8526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156244 members 
Mstep: Class 2 contains 41051 members 
Entering Unmasked Estep 
Score: -25369898.000000 Penalty: 6047.458008
	Iteration 10Q: 3 clusters Score -2.53699e+07 nChanged 7761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163927 members 
Mstep: Class 2 contains 33368 members 
Entering Unmasked Estep 
Score: -25376168.000000 Penalty: 6047.458008
	Iteration 11Q: 3 clusters Score -2.537617e+07 nChanged 6471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170344 members 
Mstep: Class 2 contains 26951 members 
Entering Unmasked Estep 
Score: -25381614.000000 Penalty: 6047.458008
	Iteration 12Q: 3 clusters Score -2.538161e+07 nChanged 4846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175120 members 
Mstep: Class 2 contains 22175 members 
Entering Unmasked Estep 
Score: -25385290.000000 Penalty: 6047.458008
	Iteration 13Q: 3 clusters Score -2.538529e+07 nChanged 3779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178883 members 
Mstep: Class 2 contains 18412 members 
Entering Unmasked Estep 
Score: -25387406.000000 Penalty: 6047.458008
	Iteration 14Q: 3 clusters Score -2.538741e+07 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181934 members 
Mstep: Class 2 contains 15361 members 
Entering Unmasked Estep 
Score: -25388714.000000 Penalty: 6047.458008
	Iteration 15Q: 3 clusters Score -2.538871e+07 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184379 members 
Mstep: Class 2 contains 12916 members 
Entering Unmasked Estep 
Score: -25389638.000000 Penalty: 6047.458008
	Iteration 16Q: 3 clusters Score -2.538964e+07 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186335 members 
Mstep: Class 2 contains 10960 members 
Entering Unmasked Estep 
Score: -25390170.000000 Penalty: 6047.458008
	Iteration 17Q: 3 clusters Score -2.539017e+07 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187884 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -25390630.000000 Penalty: 6047.458008
	Iteration 18Q: 3 clusters Score -2.539063e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189100 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -25390728.000000 Penalty: 6047.458008
	Iteration 19Q: 3 clusters Score -2.539073e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190004 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -25390806.000000 Penalty: 6047.458008
	Iteration 20F: 3 clusters Score -2.539081e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190697 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -25391006.000000 Penalty: 6047.458008
	Iteration 21Q: 3 clusters Score -2.539101e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191244 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -25391056.000000 Penalty: 6047.458008
	Iteration 22Q: 3 clusters Score -2.539106e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191678 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -25391068.000000 Penalty: 6047.458008
	Iteration 23Q: 3 clusters Score -2.539107e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192040 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -25391074.000000 Penalty: 6047.458008
	Iteration 24Q: 3 clusters Score -2.539107e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192339 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -25391072.000000 Penalty: 6047.458008
	Iteration 25Q: 3 clusters Score -2.539107e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192585 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -25391054.000000 Penalty: 6047.458008
	Iteration 26Q: 3 clusters Score -2.539105e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192784 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -25390956.000000 Penalty: 6047.458008
	Iteration 27Q: 3 clusters Score -2.539096e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192949 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -25390908.000000 Penalty: 6047.458008
	Iteration 28Q: 3 clusters Score -2.539091e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193102 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -25390872.000000 Penalty: 6047.458008
	Iteration 29Q: 3 clusters Score -2.539087e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193232 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -25390828.000000 Penalty: 6047.458008
	Iteration 30Q: 3 clusters Score -2.539083e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193342 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -25390800.000000 Penalty: 6047.458008
	Iteration 31Q: 3 clusters Score -2.53908e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193429 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -25390830.000000 Penalty: 6047.458008
	Iteration 32Q: 3 clusters Score -2.539083e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193505 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -25390762.000000 Penalty: 6047.458008
	Iteration 33Q: 3 clusters Score -2.539076e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193570 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -25390740.000000 Penalty: 6047.458008
	Iteration 34Q: 3 clusters Score -2.539074e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193643 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -25390712.000000 Penalty: 6047.458008
	Iteration 35Q: 3 clusters Score -2.539071e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193704 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -25390726.000000 Penalty: 6047.458008
	Iteration 36Q: 3 clusters Score -2.539073e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193747 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -25390740.000000 Penalty: 6047.458008
	Iteration 37Q: 3 clusters Score -2.539074e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193793 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -25390680.000000 Penalty: 6047.458008
	Iteration 38Q: 3 clusters Score -2.539068e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193831 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -25390670.000000 Penalty: 6047.458008
	Iteration 39Q: 3 clusters Score -2.539067e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193878 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -25390648.000000 Penalty: 6047.458008
	Iteration 40F: 3 clusters Score -2.539065e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193917 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -25390628.000000 Penalty: 6047.458008
	Iteration 41Q: 3 clusters Score -2.539063e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193942 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -25390628.000000 Penalty: 6047.458008
	Iteration 42Q: 3 clusters Score -2.539063e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193962 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -25390634.000000 Penalty: 6047.458008
	Iteration 43Q: 3 clusters Score -2.539063e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193980 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -25390624.000000 Penalty: 6047.458008
	Iteration 44Q: 3 clusters Score -2.539062e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193999 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -25390622.000000 Penalty: 6047.458008
	Iteration 45Q: 3 clusters Score -2.539062e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194015 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -25390612.000000 Penalty: 6047.458008
	Iteration 46Q: 3 clusters Score -2.539061e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194027 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -25390630.000000 Penalty: 6047.458008
	Iteration 47Q: 3 clusters Score -2.539063e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194034 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -25390608.000000 Penalty: 6047.458008
	Iteration 48Q: 3 clusters Score -2.539061e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194039 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -25390632.000000 Penalty: 6047.458008
	Iteration 49Q: 3 clusters Score -2.539063e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194041 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -25390608.000000 Penalty: 6047.458008
	Iteration 50Q: 3 clusters Score -2.539061e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194040 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -25390618.000000 Penalty: 6047.458008
	Iteration 51Q: 3 clusters Score -2.539062e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194040 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -25390618.000000 Penalty: 6047.458008
	Iteration 52F: 3 clusters Score -2.539062e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (2887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Entering Unmasked Estep 
Score: -351676.281250 Penalty: 1976.057373
	Iteration 0F: 2 clusters Score -351676.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -348438.687500 Penalty: 3952.114746
	Iteration 0F: 3 clusters Score -348438.7 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -349126.218750 Penalty: 3952.114746
	Iteration 1F: 3 clusters Score -349126.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -349332.156250 Penalty: 3952.114746
	Iteration 2F: 3 clusters Score -349332.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -349456.437500 Penalty: 3952.114746
	Iteration 3F: 3 clusters Score -349456.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -349556.312500 Penalty: 3952.114746
	Iteration 4Q: 3 clusters Score -349556.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -349631.031250 Penalty: 3952.114746
	Iteration 5Q: 3 clusters Score -349631 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -349702.000000 Penalty: 3952.114746
	Iteration 6Q: 3 clusters Score -349702 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -349774.656250 Penalty: 3952.114746
	Iteration 7Q: 3 clusters Score -349774.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -349824.906250 Penalty: 3952.114746
	Iteration 8Q: 3 clusters Score -349824.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -349865.750000 Penalty: 3952.114746
	Iteration 9Q: 3 clusters Score -349865.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -349914.468750 Penalty: 3952.114746
	Iteration 10Q: 3 clusters Score -349914.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -349959.312500 Penalty: 3952.114746
	Iteration 11Q: 3 clusters Score -349959.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -349997.781250 Penalty: 3952.114746
	Iteration 12Q: 3 clusters Score -349997.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -350040.156250 Penalty: 3952.114746
	Iteration 13Q: 3 clusters Score -350040.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -350072.937500 Penalty: 3952.114746
	Iteration 14Q: 3 clusters Score -350072.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -350100.000000 Penalty: 3952.114746
	Iteration 15Q: 3 clusters Score -350100 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -350117.906250 Penalty: 3952.114746
	Iteration 16Q: 3 clusters Score -350117.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -350135.156250 Penalty: 3952.114746
	Iteration 17Q: 3 clusters Score -350135.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -350151.781250 Penalty: 3952.114746
	Iteration 18Q: 3 clusters Score -350151.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -350174.812500 Penalty: 3952.114746
	Iteration 19Q: 3 clusters Score -350174.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -350204.531250 Penalty: 3952.114746
	Iteration 20F: 3 clusters Score -350204.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -350224.906250 Penalty: 3952.114746
	Iteration 21Q: 3 clusters Score -350224.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -350246.687500 Penalty: 3952.114746
	Iteration 22Q: 3 clusters Score -350246.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -350269.281250 Penalty: 3952.114746
	Iteration 23Q: 3 clusters Score -350269.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -350288.562500 Penalty: 3952.114746
	Iteration 24Q: 3 clusters Score -350288.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -350307.750000 Penalty: 3952.114746
	Iteration 25Q: 3 clusters Score -350307.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -350330.312500 Penalty: 3952.114746
	Iteration 26Q: 3 clusters Score -350330.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -350351.593750 Penalty: 3952.114746
	Iteration 27Q: 3 clusters Score -350351.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -350370.125000 Penalty: 3952.114746
	Iteration 28Q: 3 clusters Score -350370.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -350390.937500 Penalty: 3952.114746
	Iteration 29Q: 3 clusters Score -350390.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -350411.656250 Penalty: 3952.114746
	Iteration 30Q: 3 clusters Score -350411.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -350432.437500 Penalty: 3952.114746
	Iteration 31Q: 3 clusters Score -350432.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -350456.156250 Penalty: 3952.114746
	Iteration 32Q: 3 clusters Score -350456.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -350486.250000 Penalty: 3952.114746
	Iteration 33Q: 3 clusters Score -350486.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -350515.656250 Penalty: 3952.114746
	Iteration 34Q: 3 clusters Score -350515.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -350547.718750 Penalty: 3952.114746
	Iteration 35Q: 3 clusters Score -350547.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -350582.687500 Penalty: 3952.114746
	Iteration 36Q: 3 clusters Score -350582.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -350606.000000 Penalty: 3952.114746
	Iteration 37Q: 3 clusters Score -350606 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -350626.562500 Penalty: 3952.114746
	Iteration 38Q: 3 clusters Score -350626.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -350645.187500 Penalty: 3952.114746
	Iteration 39Q: 3 clusters Score -350645.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -350660.218750 Penalty: 3952.114746
	Iteration 40F: 3 clusters Score -350660.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -350671.437500 Penalty: 3952.114746
	Iteration 41Q: 3 clusters Score -350671.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -350678.531250 Penalty: 3952.114746
	Iteration 42Q: 3 clusters Score -350678.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -350683.625000 Penalty: 3952.114746
	Iteration 43Q: 3 clusters Score -350683.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -350690.312500 Penalty: 3952.114746
	Iteration 44Q: 3 clusters Score -350690.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -350696.437500 Penalty: 3952.114746
	Iteration 45Q: 3 clusters Score -350696.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -350704.375000 Penalty: 3952.114746
	Iteration 46Q: 3 clusters Score -350704.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -350707.843750 Penalty: 3952.114746
	Iteration 47Q: 3 clusters Score -350707.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -350712.750000 Penalty: 3952.114746
	Iteration 48Q: 3 clusters Score -350712.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -350719.500000 Penalty: 3952.114746
	Iteration 49Q: 3 clusters Score -350719.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -350724.500000 Penalty: 3952.114746
	Iteration 50Q: 3 clusters Score -350724.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -350727.625000 Penalty: 3952.114746
	Iteration 51Q: 3 clusters Score -350727.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -350732.531250 Penalty: 3952.114746
	Iteration 52Q: 3 clusters Score -350732.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -350734.343750 Penalty: 3952.114746
	Iteration 53Q: 3 clusters Score -350734.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -350737.156250 Penalty: 3952.114746
	Iteration 54Q: 3 clusters Score -350737.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -350741.218750 Penalty: 3952.114746
	Iteration 55Q: 3 clusters Score -350741.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -350749.968750 Penalty: 3952.114746
	Iteration 56Q: 3 clusters Score -350750 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -350753.093750 Penalty: 3952.114746
	Iteration 57Q: 3 clusters Score -350753.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -350754.406250 Penalty: 3952.114746
	Iteration 58Q: 3 clusters Score -350754.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -350757.843750 Penalty: 3952.114746
	Iteration 59Q: 3 clusters Score -350757.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -350760.000000 Penalty: 3952.114746
	Iteration 60F: 3 clusters Score -350760 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -350760.687500 Penalty: 3952.114746
	Iteration 61Q: 3 clusters Score -350760.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -350762.031250 Penalty: 3952.114746
	Iteration 62Q: 3 clusters Score -350762 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -350764.218750 Penalty: 3952.114746
	Iteration 63Q: 3 clusters Score -350764.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -350765.250000 Penalty: 3952.114746
	Iteration 64Q: 3 clusters Score -350765.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -350768.281250 Penalty: 3952.114746
	Iteration 65Q: 3 clusters Score -350768.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -350771.125000 Penalty: 3952.114746
	Iteration 66Q: 3 clusters Score -350771.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -350773.093750 Penalty: 3952.114746
	Iteration 67Q: 3 clusters Score -350773.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -350775.375000 Penalty: 3952.114746
	Iteration 68Q: 3 clusters Score -350775.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -350779.875000 Penalty: 3952.114746
	Iteration 69Q: 3 clusters Score -350779.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -350780.906250 Penalty: 3952.114746
	Iteration 70Q: 3 clusters Score -350780.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -350783.718750 Penalty: 3952.114746
	Iteration 71Q: 3 clusters Score -350783.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -350785.812500 Penalty: 3952.114746
	Iteration 72Q: 3 clusters Score -350785.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -350785.812500 Penalty: 3952.114746
	Iteration 73F: 3 clusters Score -350785.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (4610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Entering Unmasked Estep 
Score: -577816.187500 Penalty: 2092.123779
	Iteration 0F: 2 clusters Score -577816.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -573548.625000 Penalty: 4184.247559
	Iteration 0F: 3 clusters Score -573548.6 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -574527.875000 Penalty: 4184.247559
	Iteration 1F: 3 clusters Score -574527.9 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -574732.125000 Penalty: 4184.247559
	Iteration 2F: 3 clusters Score -574732.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -574849.812500 Penalty: 4184.247559
	Iteration 3Q: 3 clusters Score -574849.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -574918.375000 Penalty: 4184.247559
	Iteration 4Q: 3 clusters Score -574918.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -574975.750000 Penalty: 4184.247559
	Iteration 5Q: 3 clusters Score -574975.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -575029.625000 Penalty: 4184.247559
	Iteration 6Q: 3 clusters Score -575029.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -575073.250000 Penalty: 4184.247559
	Iteration 7Q: 3 clusters Score -575073.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -575113.687500 Penalty: 4184.247559
	Iteration 8Q: 3 clusters Score -575113.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -575143.375000 Penalty: 4184.247559
	Iteration 9Q: 3 clusters Score -575143.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -575182.625000 Penalty: 4184.247559
	Iteration 10Q: 3 clusters Score -575182.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -575223.500000 Penalty: 4184.247559
	Iteration 11Q: 3 clusters Score -575223.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -575265.125000 Penalty: 4184.247559
	Iteration 12Q: 3 clusters Score -575265.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -575305.187500 Penalty: 4184.247559
	Iteration 13Q: 3 clusters Score -575305.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -575343.375000 Penalty: 4184.247559
	Iteration 14Q: 3 clusters Score -575343.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -575377.375000 Penalty: 4184.247559
	Iteration 15Q: 3 clusters Score -575377.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -575425.812500 Penalty: 4184.247559
	Iteration 16Q: 3 clusters Score -575425.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -575466.750000 Penalty: 4184.247559
	Iteration 17Q: 3 clusters Score -575466.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -575507.500000 Penalty: 4184.247559
	Iteration 18Q: 3 clusters Score -575507.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -575553.000000 Penalty: 4184.247559
	Iteration 19Q: 3 clusters Score -575553 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -575601.562500 Penalty: 4184.247559
	Iteration 20F: 3 clusters Score -575601.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -575652.000000 Penalty: 4184.247559
	Iteration 21Q: 3 clusters Score -575652 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -575710.812500 Penalty: 4184.247559
	Iteration 22Q: 3 clusters Score -575710.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -575760.375000 Penalty: 4184.247559
	Iteration 23Q: 3 clusters Score -575760.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -575818.937500 Penalty: 4184.247559
	Iteration 24Q: 3 clusters Score -575818.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -575879.312500 Penalty: 4184.247559
	Iteration 25Q: 3 clusters Score -575879.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -575923.875000 Penalty: 4184.247559
	Iteration 26Q: 3 clusters Score -575923.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -575951.187500 Penalty: 4184.247559
	Iteration 27Q: 3 clusters Score -575951.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -575970.437500 Penalty: 4184.247559
	Iteration 28Q: 3 clusters Score -575970.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -575981.687500 Penalty: 4184.247559
	Iteration 29Q: 3 clusters Score -575981.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -575999.062500 Penalty: 4184.247559
	Iteration 30Q: 3 clusters Score -575999.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -576014.062500 Penalty: 4184.247559
	Iteration 31Q: 3 clusters Score -576014.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -576025.687500 Penalty: 4184.247559
	Iteration 32Q: 3 clusters Score -576025.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -576039.875000 Penalty: 4184.247559
	Iteration 33Q: 3 clusters Score -576039.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -576052.187500 Penalty: 4184.247559
	Iteration 34Q: 3 clusters Score -576052.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -576065.687500 Penalty: 4184.247559
	Iteration 35Q: 3 clusters Score -576065.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -576079.437500 Penalty: 4184.247559
	Iteration 36Q: 3 clusters Score -576079.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -576091.750000 Penalty: 4184.247559
	Iteration 37Q: 3 clusters Score -576091.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -576104.687500 Penalty: 4184.247559
	Iteration 38Q: 3 clusters Score -576104.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -576114.812500 Penalty: 4184.247559
	Iteration 39Q: 3 clusters Score -576114.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -576121.937500 Penalty: 4184.247559
	Iteration 40F: 3 clusters Score -576121.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -576129.437500 Penalty: 4184.247559
	Iteration 41Q: 3 clusters Score -576129.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -576135.062500 Penalty: 4184.247559
	Iteration 42Q: 3 clusters Score -576135.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -576140.625000 Penalty: 4184.247559
	Iteration 43Q: 3 clusters Score -576140.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -576142.000000 Penalty: 4184.247559
	Iteration 44Q: 3 clusters Score -576142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -576143.625000 Penalty: 4184.247559
	Iteration 45Q: 3 clusters Score -576143.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -576147.750000 Penalty: 4184.247559
	Iteration 46Q: 3 clusters Score -576147.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -576148.312500 Penalty: 4184.247559
	Iteration 47Q: 3 clusters Score -576148.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -576149.312500 Penalty: 4184.247559
	Iteration 48Q: 3 clusters Score -576149.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -576150.500000 Penalty: 4184.247559
	Iteration 49Q: 3 clusters Score -576150.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -576151.375000 Penalty: 4184.247559
	Iteration 50Q: 3 clusters Score -576151.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -576152.125000 Penalty: 4184.247559
	Iteration 51Q: 3 clusters Score -576152.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -576153.000000 Penalty: 4184.247559
	Iteration 52Q: 3 clusters Score -576153 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -576152.937500 Penalty: 4184.247559
	Iteration 53Q: 3 clusters Score -576152.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -576154.812500 Penalty: 4184.247559
	Iteration 54Q: 3 clusters Score -576154.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -576155.937500 Penalty: 4184.247559
	Iteration 55Q: 3 clusters Score -576155.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -576157.250000 Penalty: 4184.247559
	Iteration 56Q: 3 clusters Score -576157.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -576157.250000 Penalty: 4184.247559
	Iteration 57F: 3 clusters Score -576157.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (2495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Entering Unmasked Estep 
Score: -313165.031250 Penalty: 1939.866943
	Iteration 0F: 2 clusters Score -313165 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -310223.656250 Penalty: 3879.733887
	Iteration 0F: 3 clusters Score -310223.7 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -310799.500000 Penalty: 3879.733887
	Iteration 1F: 3 clusters Score -310799.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -310937.187500 Penalty: 3879.733887
	Iteration 2F: 3 clusters Score -310937.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -311001.218750 Penalty: 3879.733887
	Iteration 3Q: 3 clusters Score -311001.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -311038.281250 Penalty: 3879.733887
	Iteration 4Q: 3 clusters Score -311038.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -311063.937500 Penalty: 3879.733887
	Iteration 5Q: 3 clusters Score -311063.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -311082.781250 Penalty: 3879.733887
	Iteration 6Q: 3 clusters Score -311082.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -311103.343750 Penalty: 3879.733887
	Iteration 7Q: 3 clusters Score -311103.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -311118.781250 Penalty: 3879.733887
	Iteration 8Q: 3 clusters Score -311118.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -311130.281250 Penalty: 3879.733887
	Iteration 9Q: 3 clusters Score -311130.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -311139.156250 Penalty: 3879.733887
	Iteration 10Q: 3 clusters Score -311139.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -311143.906250 Penalty: 3879.733887
	Iteration 11Q: 3 clusters Score -311143.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -311149.093750 Penalty: 3879.733887
	Iteration 12Q: 3 clusters Score -311149.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -311153.312500 Penalty: 3879.733887
	Iteration 13Q: 3 clusters Score -311153.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -311157.031250 Penalty: 3879.733887
	Iteration 14Q: 3 clusters Score -311157 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -311161.000000 Penalty: 3879.733887
	Iteration 15Q: 3 clusters Score -311161 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -311164.187500 Penalty: 3879.733887
	Iteration 16Q: 3 clusters Score -311164.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -311166.937500 Penalty: 3879.733887
	Iteration 17Q: 3 clusters Score -311166.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -311170.218750 Penalty: 3879.733887
	Iteration 18Q: 3 clusters Score -311170.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -311173.968750 Penalty: 3879.733887
	Iteration 19Q: 3 clusters Score -311174 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -311182.187500 Penalty: 3879.733887
	Iteration 20F: 3 clusters Score -311182.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -311188.718750 Penalty: 3879.733887
	Iteration 21Q: 3 clusters Score -311188.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -311192.500000 Penalty: 3879.733887
	Iteration 22Q: 3 clusters Score -311192.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -311196.812500 Penalty: 3879.733887
	Iteration 23Q: 3 clusters Score -311196.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -311201.343750 Penalty: 3879.733887
	Iteration 24Q: 3 clusters Score -311201.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -311202.687500 Penalty: 3879.733887
	Iteration 25Q: 3 clusters Score -311202.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -311204.312500 Penalty: 3879.733887
	Iteration 26Q: 3 clusters Score -311204.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -311205.062500 Penalty: 3879.733887
	Iteration 27Q: 3 clusters Score -311205.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -311205.375000 Penalty: 3879.733887
	Iteration 28Q: 3 clusters Score -311205.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -311206.468750 Penalty: 3879.733887
	Iteration 29Q: 3 clusters Score -311206.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -311207.468750 Penalty: 3879.733887
	Iteration 30Q: 3 clusters Score -311207.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -311208.718750 Penalty: 3879.733887
	Iteration 31Q: 3 clusters Score -311208.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -311209.718750 Penalty: 3879.733887
	Iteration 32Q: 3 clusters Score -311209.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -311210.937500 Penalty: 3879.733887
	Iteration 33Q: 3 clusters Score -311210.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -311211.031250 Penalty: 3879.733887
	Iteration 34Q: 3 clusters Score -311211 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -311212.500000 Penalty: 3879.733887
	Iteration 35Q: 3 clusters Score -311212.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -311214.687500 Penalty: 3879.733887
	Iteration 36Q: 3 clusters Score -311214.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -311217.437500 Penalty: 3879.733887
	Iteration 37Q: 3 clusters Score -311217.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -311218.375000 Penalty: 3879.733887
	Iteration 38Q: 3 clusters Score -311218.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -311218.375000 Penalty: 3879.733887
	Iteration 39F: 3 clusters Score -311218.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Entering Unmasked Estep 
Score: -14123.055664 Penalty: 1377.133911
	Iteration 0F: 2 clusters Score -14123.06 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 141 members 
Entering Unmasked Estep 
Score: -12988.375000 Penalty: 2754.267822
	Iteration 0F: 3 clusters Score -12988.38 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -13082.397461 Penalty: 2754.267822
	Iteration 1F: 3 clusters Score -13082.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -13114.472656 Penalty: 2754.267822
	Iteration 2Q: 3 clusters Score -13114.47 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -13140.312500 Penalty: 2754.267822
	Iteration 3Q: 3 clusters Score -13140.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -13157.692383 Penalty: 2754.267822
	Iteration 4Q: 3 clusters Score -13157.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -13162.064453 Penalty: 2754.267822
	Iteration 5Q: 3 clusters Score -13162.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -13172.787109 Penalty: 2754.267822
	Iteration 6Q: 3 clusters Score -13172.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -13174.150391 Penalty: 2754.267822
	Iteration 7Q: 3 clusters Score -13174.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -13174.150391 Penalty: 2754.267822
	Iteration 8F: 3 clusters Score -13174.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (9951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9951 members 
Entering Unmasked Estep 
Score: -1132641.750000 Penalty: 2282.946289
	Iteration 0F: 2 clusters Score -1132642 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -1125078.375000 Penalty: 4565.892578
	Iteration 0F: 3 clusters Score -1125078 nChanged 4213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -1127564.625000 Penalty: 4565.892578
	Iteration 1F: 3 clusters Score -1127565 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -1128124.000000 Penalty: 4565.892578
	Iteration 2F: 3 clusters Score -1128124 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -1128572.375000 Penalty: 4565.892578
	Iteration 3F: 3 clusters Score -1128572 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -1128941.250000 Penalty: 4565.892578
	Iteration 4F: 3 clusters Score -1128941 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -1129299.875000 Penalty: 4565.892578
	Iteration 5F: 3 clusters Score -1129300 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -1129667.500000 Penalty: 4565.892578
	Iteration 6F: 3 clusters Score -1129668 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -1130057.750000 Penalty: 4565.892578
	Iteration 7F: 3 clusters Score -1130058 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -1130502.125000 Penalty: 4565.892578
	Iteration 8Q: 3 clusters Score -1130502 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -1130895.000000 Penalty: 4565.892578
	Iteration 9Q: 3 clusters Score -1130895 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -1131207.375000 Penalty: 4565.892578
	Iteration 10Q: 3 clusters Score -1131207 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -1131430.625000 Penalty: 4565.892578
	Iteration 11Q: 3 clusters Score -1131431 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -1131587.625000 Penalty: 4565.892578
	Iteration 12Q: 3 clusters Score -1131588 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -1131699.250000 Penalty: 4565.892578
	Iteration 13Q: 3 clusters Score -1131699 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -1131806.625000 Penalty: 4565.892578
	Iteration 14Q: 3 clusters Score -1131807 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -1131887.750000 Penalty: 4565.892578
	Iteration 15Q: 3 clusters Score -1131888 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -1131950.875000 Penalty: 4565.892578
	Iteration 16Q: 3 clusters Score -1131951 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -1131996.375000 Penalty: 4565.892578
	Iteration 17Q: 3 clusters Score -1131996 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -1132026.000000 Penalty: 4565.892578
	Iteration 18Q: 3 clusters Score -1132026 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -1132063.375000 Penalty: 4565.892578
	Iteration 19Q: 3 clusters Score -1132063 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -1132113.000000 Penalty: 4565.892578
	Iteration 20F: 3 clusters Score -1132113 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -1132146.750000 Penalty: 4565.892578
	Iteration 21Q: 3 clusters Score -1132147 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -1132179.125000 Penalty: 4565.892578
	Iteration 22Q: 3 clusters Score -1132179 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -1132202.250000 Penalty: 4565.892578
	Iteration 23Q: 3 clusters Score -1132202 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -1132219.250000 Penalty: 4565.892578
	Iteration 24Q: 3 clusters Score -1132219 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -1132236.500000 Penalty: 4565.892578
	Iteration 25Q: 3 clusters Score -1132236 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -1132250.125000 Penalty: 4565.892578
	Iteration 26Q: 3 clusters Score -1132250 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -1132260.750000 Penalty: 4565.892578
	Iteration 27Q: 3 clusters Score -1132261 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -1132270.625000 Penalty: 4565.892578
	Iteration 28Q: 3 clusters Score -1132271 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -1132277.375000 Penalty: 4565.892578
	Iteration 29Q: 3 clusters Score -1132277 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -1132278.000000 Penalty: 4565.892578
	Iteration 30Q: 3 clusters Score -1132278 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -1132283.125000 Penalty: 4565.892578
	Iteration 31Q: 3 clusters Score -1132283 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -1132285.375000 Penalty: 4565.892578
	Iteration 32Q: 3 clusters Score -1132285 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -1132286.375000 Penalty: 4565.892578
	Iteration 33Q: 3 clusters Score -1132286 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -1132289.000000 Penalty: 4565.892578
	Iteration 34Q: 3 clusters Score -1132289 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -1132294.000000 Penalty: 4565.892578
	Iteration 35Q: 3 clusters Score -1132294 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -1132298.125000 Penalty: 4565.892578
	Iteration 36Q: 3 clusters Score -1132298 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -1132296.125000 Penalty: 4565.892578
	Iteration 37Q: 3 clusters Score -1132296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -1132297.375000 Penalty: 4565.892578
	Iteration 38Q: 3 clusters Score -1132297 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -1132298.125000 Penalty: 4565.892578
	Iteration 39Q: 3 clusters Score -1132298 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -1132299.500000 Penalty: 4565.892578
	Iteration 40F: 3 clusters Score -1132300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -1132299.375000 Penalty: 4565.892578
	Iteration 41Q: 3 clusters Score -1132299 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -1132296.875000 Penalty: 4565.892578
	Iteration 42Q: 3 clusters Score -1132297 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -1132298.625000 Penalty: 4565.892578
	Iteration 43Q: 3 clusters Score -1132299 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -1132299.375000 Penalty: 4565.892578
	Iteration 44Q: 3 clusters Score -1132299 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -1132299.375000 Penalty: 4565.892578
	Iteration 45F: 3 clusters Score -1132299 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (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: -3473126.000000 Penalty: 2532.976562
	Iteration 0F: 2 clusters Score -3473126 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13549 members 
Mstep: Class 2 contains 13723 members 
Entering Unmasked Estep 
Score: -3454121.250000 Penalty: 5065.953125
	Iteration 0F: 3 clusters Score -3454121 nChanged 12369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12754 members 
Mstep: Class 2 contains 14518 members 
Entering Unmasked Estep 
Score: -3460923.500000 Penalty: 5065.953125
	Iteration 1F: 3 clusters Score -3460924 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12190 members 
Mstep: Class 2 contains 15082 members 
Entering Unmasked Estep 
Score: -3461548.250000 Penalty: 5065.953125
	Iteration 2F: 3 clusters Score -3461548 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11467 members 
Mstep: Class 2 contains 15805 members 
Entering Unmasked Estep 
Score: -3462271.750000 Penalty: 5065.953125
	Iteration 3F: 3 clusters Score -3462272 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10483 members 
Mstep: Class 2 contains 16789 members 
Entering Unmasked Estep 
Score: -3463330.250000 Penalty: 5065.953125
	Iteration 4F: 3 clusters Score -3463330 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 17980 members 
Entering Unmasked Estep 
Score: -3464669.000000 Penalty: 5065.953125
	Iteration 5F: 3 clusters Score -3464669 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 19280 members 
Entering Unmasked Estep 
Score: -3466077.750000 Penalty: 5065.953125
	Iteration 6F: 3 clusters Score -3466078 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 20527 members 
Entering Unmasked Estep 
Score: -3467243.750000 Penalty: 5065.953125
	Iteration 7F: 3 clusters Score -3467244 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 21618 members 
Entering Unmasked Estep 
Score: -3468110.250000 Penalty: 5065.953125
	Iteration 8F: 3 clusters Score -3468110 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 22522 members 
Entering Unmasked Estep 
Score: -3468684.750000 Penalty: 5065.953125
	Iteration 9Q: 3 clusters Score -3468685 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 23274 members 
Entering Unmasked Estep 
Score: -3469124.250000 Penalty: 5065.953125
	Iteration 10Q: 3 clusters Score -3469124 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 23878 members 
Entering Unmasked Estep 
Score: -3469408.250000 Penalty: 5065.953125
	Iteration 11Q: 3 clusters Score -3469408 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 24423 members 
Entering Unmasked Estep 
Score: -3469694.750000 Penalty: 5065.953125
	Iteration 12Q: 3 clusters Score -3469695 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 24880 members 
Entering Unmasked Estep 
Score: -3469962.250000 Penalty: 5065.953125
	Iteration 13Q: 3 clusters Score -3469962 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 25247 members 
Entering Unmasked Estep 
Score: -3470142.750000 Penalty: 5065.953125
	Iteration 14Q: 3 clusters Score -3470143 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 25537 members 
Entering Unmasked Estep 
Score: -3470293.750000 Penalty: 5065.953125
	Iteration 15Q: 3 clusters Score -3470294 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 25760 members 
Entering Unmasked Estep 
Score: -3470424.750000 Penalty: 5065.953125
	Iteration 16Q: 3 clusters Score -3470425 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 25946 members 
Entering Unmasked Estep 
Score: -3470541.250000 Penalty: 5065.953125
	Iteration 17Q: 3 clusters Score -3470541 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 26098 members 
Entering Unmasked Estep 
Score: -3470644.500000 Penalty: 5065.953125
	Iteration 18Q: 3 clusters Score -3470644 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 26223 members 
Entering Unmasked Estep 
Score: -3470736.750000 Penalty: 5065.953125
	Iteration 19Q: 3 clusters Score -3470737 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 26318 members 
Entering Unmasked Estep 
Score: -3470803.500000 Penalty: 5065.953125
	Iteration 20F: 3 clusters Score -3470804 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 26384 members 
Entering Unmasked Estep 
Score: -3470838.250000 Penalty: 5065.953125
	Iteration 21Q: 3 clusters Score -3470838 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 26431 members 
Entering Unmasked Estep 
Score: -3470877.500000 Penalty: 5065.953125
	Iteration 22Q: 3 clusters Score -3470878 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 26467 members 
Entering Unmasked Estep 
Score: -3470905.750000 Penalty: 5065.953125
	Iteration 23Q: 3 clusters Score -3470906 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 26495 members 
Entering Unmasked Estep 
Score: -3470913.000000 Penalty: 5065.953125
	Iteration 24Q: 3 clusters Score -3470913 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 26519 members 
Entering Unmasked Estep 
Score: -3470932.750000 Penalty: 5065.953125
	Iteration 25Q: 3 clusters Score -3470933 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 26538 members 
Entering Unmasked Estep 
Score: -3470956.250000 Penalty: 5065.953125
	Iteration 26Q: 3 clusters Score -3470956 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 26547 members 
Entering Unmasked Estep 
Score: -3470959.750000 Penalty: 5065.953125
	Iteration 27Q: 3 clusters Score -3470960 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 26556 members 
Entering Unmasked Estep 
Score: -3470971.000000 Penalty: 5065.953125
	Iteration 28Q: 3 clusters Score -3470971 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 26568 members 
Entering Unmasked Estep 
Score: -3470982.000000 Penalty: 5065.953125
	Iteration 29Q: 3 clusters Score -3470982 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 26576 members 
Entering Unmasked Estep 
Score: -3470982.750000 Penalty: 5065.953125
	Iteration 30Q: 3 clusters Score -3470983 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 26582 members 
Entering Unmasked Estep 
Score: -3470989.000000 Penalty: 5065.953125
	Iteration 31Q: 3 clusters Score -3470989 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 26587 members 
Entering Unmasked Estep 
Score: -3470995.750000 Penalty: 5065.953125
	Iteration 32Q: 3 clusters Score -3470996 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 26592 members 
Entering Unmasked Estep 
Score: -3470994.750000 Penalty: 5065.953125
	Iteration 33Q: 3 clusters Score -3470995 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 26594 members 
Entering Unmasked Estep 
Score: -3470998.250000 Penalty: 5065.953125
	Iteration 34Q: 3 clusters Score -3470998 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 26599 members 
Entering Unmasked Estep 
Score: -3471007.000000 Penalty: 5065.953125
	Iteration 35Q: 3 clusters Score -3471007 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 26603 members 
Entering Unmasked Estep 
Score: -3471009.500000 Penalty: 5065.953125
	Iteration 36Q: 3 clusters Score -3471010 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 26603 members 
Entering Unmasked Estep 
Score: -3471009.500000 Penalty: 5065.953125
	Iteration 37Q: 3 clusters Score -3471010 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 26604 members 
Entering Unmasked Estep 
Score: -3471003.750000 Penalty: 5065.953125
	Iteration 38Q: 3 clusters Score -3471004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 26606 members 
Entering Unmasked Estep 
Score: -3471005.250000 Penalty: 5065.953125
	Iteration 39Q: 3 clusters Score -3471005 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 26606 members 
Entering Unmasked Estep 
Score: -3471005.250000 Penalty: 5065.953125
	Iteration 40F: 3 clusters Score -3471005 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (5083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Entering Unmasked Estep 
Score: -635034.875000 Penalty: 2116.346924
	Iteration 0F: 2 clusters Score -635034.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -630468.875000 Penalty: 4232.693848
	Iteration 0F: 3 clusters Score -630468.9 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -631529.937500 Penalty: 4232.693848
	Iteration 1F: 3 clusters Score -631529.9 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -631785.250000 Penalty: 4232.693848
	Iteration 2F: 3 clusters Score -631785.2 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -631937.000000 Penalty: 4232.693848
	Iteration 3F: 3 clusters Score -631937 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -632049.500000 Penalty: 4232.693848
	Iteration 4Q: 3 clusters Score -632049.5 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -632158.312500 Penalty: 4232.693848
	Iteration 5Q: 3 clusters Score -632158.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -632255.625000 Penalty: 4232.693848
	Iteration 6Q: 3 clusters Score -632255.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -632352.187500 Penalty: 4232.693848
	Iteration 7Q: 3 clusters Score -632352.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -632462.312500 Penalty: 4232.693848
	Iteration 8Q: 3 clusters Score -632462.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -632553.312500 Penalty: 4232.693848
	Iteration 9Q: 3 clusters Score -632553.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -632637.062500 Penalty: 4232.693848
	Iteration 10Q: 3 clusters Score -632637.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -632704.062500 Penalty: 4232.693848
	Iteration 11Q: 3 clusters Score -632704.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -632766.875000 Penalty: 4232.693848
	Iteration 12Q: 3 clusters Score -632766.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -632843.937500 Penalty: 4232.693848
	Iteration 13Q: 3 clusters Score -632843.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -632953.250000 Penalty: 4232.693848
	Iteration 14Q: 3 clusters Score -632953.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -633095.625000 Penalty: 4232.693848
	Iteration 15Q: 3 clusters Score -633095.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -633244.250000 Penalty: 4232.693848
	Iteration 16Q: 3 clusters Score -633244.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -633429.500000 Penalty: 4232.693848
	Iteration 17Q: 3 clusters Score -633429.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -633598.562500 Penalty: 4232.693848
	Iteration 18Q: 3 clusters Score -633598.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -633757.312500 Penalty: 4232.693848
	Iteration 19Q: 3 clusters Score -633757.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -633861.500000 Penalty: 4232.693848
	Iteration 20F: 3 clusters Score -633861.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -633954.125000 Penalty: 4232.693848
	Iteration 21Q: 3 clusters Score -633954.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -634023.375000 Penalty: 4232.693848
	Iteration 22Q: 3 clusters Score -634023.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -634059.937500 Penalty: 4232.693848
	Iteration 23Q: 3 clusters Score -634059.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -634080.187500 Penalty: 4232.693848
	Iteration 24Q: 3 clusters Score -634080.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -634096.500000 Penalty: 4232.693848
	Iteration 25Q: 3 clusters Score -634096.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -634111.812500 Penalty: 4232.693848
	Iteration 26Q: 3 clusters Score -634111.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -634123.687500 Penalty: 4232.693848
	Iteration 27Q: 3 clusters Score -634123.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -634130.875000 Penalty: 4232.693848
	Iteration 28Q: 3 clusters Score -634130.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -634137.875000 Penalty: 4232.693848
	Iteration 29Q: 3 clusters Score -634137.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -634142.687500 Penalty: 4232.693848
	Iteration 30Q: 3 clusters Score -634142.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -634148.187500 Penalty: 4232.693848
	Iteration 31Q: 3 clusters Score -634148.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -634153.750000 Penalty: 4232.693848
	Iteration 32Q: 3 clusters Score -634153.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -634159.687500 Penalty: 4232.693848
	Iteration 33Q: 3 clusters Score -634159.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -634165.875000 Penalty: 4232.693848
	Iteration 34Q: 3 clusters Score -634165.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -634168.625000 Penalty: 4232.693848
	Iteration 35Q: 3 clusters Score -634168.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -634169.062500 Penalty: 4232.693848
	Iteration 36Q: 3 clusters Score -634169.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -634171.187500 Penalty: 4232.693848
	Iteration 37Q: 3 clusters Score -634171.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -634171.937500 Penalty: 4232.693848
	Iteration 38Q: 3 clusters Score -634171.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -634172.625000 Penalty: 4232.693848
	Iteration 39Q: 3 clusters Score -634172.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -634174.062500 Penalty: 4232.693848
	Iteration 40F: 3 clusters Score -634174.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -634175.375000 Penalty: 4232.693848
	Iteration 41Q: 3 clusters Score -634175.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -634176.937500 Penalty: 4232.693848
	Iteration 42Q: 3 clusters Score -634176.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -634178.187500 Penalty: 4232.693848
	Iteration 43Q: 3 clusters Score -634178.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -634179.437500 Penalty: 4232.693848
	Iteration 44Q: 3 clusters Score -634179.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -634179.625000 Penalty: 4232.693848
	Iteration 45Q: 3 clusters Score -634179.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -634181.437500 Penalty: 4232.693848
	Iteration 46Q: 3 clusters Score -634181.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -634181.812500 Penalty: 4232.693848
	Iteration 47Q: 3 clusters Score -634181.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -634181.812500 Penalty: 4232.693848
	Iteration 48F: 3 clusters Score -634181.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (12593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12593 members 
Entering Unmasked Estep 
Score: -1593836.875000 Penalty: 2341.342285
	Iteration 0F: 2 clusters Score -1593837 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -1584479.500000 Penalty: 4682.684570
	Iteration 0F: 3 clusters Score -1584480 nChanged 5306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -1587268.000000 Penalty: 4682.684570
	Iteration 1F: 3 clusters Score -1587268 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -1587615.625000 Penalty: 4682.684570
	Iteration 2F: 3 clusters Score -1587616 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -1587925.500000 Penalty: 4682.684570
	Iteration 3F: 3 clusters Score -1587926 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -1588186.375000 Penalty: 4682.684570
	Iteration 4Q: 3 clusters Score -1588186 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -1588459.125000 Penalty: 4682.684570
	Iteration 5Q: 3 clusters Score -1588459 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -1588755.250000 Penalty: 4682.684570
	Iteration 6Q: 3 clusters Score -1588755 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -1589117.000000 Penalty: 4682.684570
	Iteration 7Q: 3 clusters Score -1589117 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -1589567.875000 Penalty: 4682.684570
	Iteration 8Q: 3 clusters Score -1589568 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -1590085.625000 Penalty: 4682.684570
	Iteration 9F: 3 clusters Score -1590086 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10382 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -1590561.250000 Penalty: 4682.684570
	Iteration 10Q: 3 clusters Score -1590561 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10802 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -1590932.000000 Penalty: 4682.684570
	Iteration 11Q: 3 clusters Score -1590932 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11124 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -1591221.750000 Penalty: 4682.684570
	Iteration 12Q: 3 clusters Score -1591222 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11349 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -1591399.500000 Penalty: 4682.684570
	Iteration 13Q: 3 clusters Score -1591400 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11512 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -1591529.500000 Penalty: 4682.684570
	Iteration 14Q: 3 clusters Score -1591530 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11616 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -1591610.375000 Penalty: 4682.684570
	Iteration 15Q: 3 clusters Score -1591610 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11694 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -1591672.625000 Penalty: 4682.684570
	Iteration 16Q: 3 clusters Score -1591673 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11749 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -1591724.875000 Penalty: 4682.684570
	Iteration 17Q: 3 clusters Score -1591725 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11793 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -1591752.000000 Penalty: 4682.684570
	Iteration 18Q: 3 clusters Score -1591752 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11819 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -1591767.875000 Penalty: 4682.684570
	Iteration 19Q: 3 clusters Score -1591768 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11844 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -1591789.125000 Penalty: 4682.684570
	Iteration 20F: 3 clusters Score -1591789 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11865 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -1591804.750000 Penalty: 4682.684570
	Iteration 21Q: 3 clusters Score -1591805 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11881 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -1591815.375000 Penalty: 4682.684570
	Iteration 22Q: 3 clusters Score -1591815 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11893 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -1591823.875000 Penalty: 4682.684570
	Iteration 23Q: 3 clusters Score -1591824 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11898 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -1591828.000000 Penalty: 4682.684570
	Iteration 24Q: 3 clusters Score -1591828 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11905 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -1591832.625000 Penalty: 4682.684570
	Iteration 25Q: 3 clusters Score -1591833 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11909 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -1591835.375000 Penalty: 4682.684570
	Iteration 26Q: 3 clusters Score -1591835 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11915 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1591840.875000 Penalty: 4682.684570
	Iteration 27Q: 3 clusters Score -1591841 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11918 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -1591841.125000 Penalty: 4682.684570
	Iteration 28Q: 3 clusters Score -1591841 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11919 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -1591841.625000 Penalty: 4682.684570
	Iteration 29Q: 3 clusters Score -1591842 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11920 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1591841.875000 Penalty: 4682.684570
	Iteration 30Q: 3 clusters Score -1591842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11922 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1591842.500000 Penalty: 4682.684570
	Iteration 31Q: 3 clusters Score -1591842 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11924 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -1591845.375000 Penalty: 4682.684570
	Iteration 32Q: 3 clusters Score -1591845 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11925 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -1591852.500000 Penalty: 4682.684570
	Iteration 33Q: 3 clusters Score -1591852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11927 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -1591850.750000 Penalty: 4682.684570
	Iteration 34Q: 3 clusters Score -1591851 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11927 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -1591850.750000 Penalty: 4682.684570
	Iteration 35F: 3 clusters Score -1591851 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Entering Unmasked Estep 
Score: -119290.437500 Penalty: 1702.223267
	Iteration 0F: 2 clusters Score -119290.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -117538.570312 Penalty: 3404.446533
	Iteration 0F: 3 clusters Score -117538.6 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -118386.390625 Penalty: 3404.446533
	Iteration 1F: 3 clusters Score -118386.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -118698.804688 Penalty: 3404.446533
	Iteration 2F: 3 clusters Score -118698.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -118843.437500 Penalty: 3404.446533
	Iteration 3Q: 3 clusters Score -118843.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -118931.859375 Penalty: 3404.446533
	Iteration 4Q: 3 clusters Score -118931.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -118958.828125 Penalty: 3404.446533
	Iteration 5Q: 3 clusters Score -118958.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -118995.710938 Penalty: 3404.446533
	Iteration 6Q: 3 clusters Score -118995.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -119006.820312 Penalty: 3404.446533
	Iteration 7Q: 3 clusters Score -119006.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -119020.921875 Penalty: 3404.446533
	Iteration 8Q: 3 clusters Score -119020.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -119032.351562 Penalty: 3404.446533
	Iteration 9Q: 3 clusters Score -119032.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -119047.328125 Penalty: 3404.446533
	Iteration 10Q: 3 clusters Score -119047.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -119052.445312 Penalty: 3404.446533
	Iteration 11Q: 3 clusters Score -119052.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -119054.421875 Penalty: 3404.446533
	Iteration 12Q: 3 clusters Score -119054.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -119057.437500 Penalty: 3404.446533
	Iteration 13Q: 3 clusters Score -119057.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -119066.726562 Penalty: 3404.446533
	Iteration 14Q: 3 clusters Score -119066.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -119066.726562 Penalty: 3404.446533
	Iteration 15F: 3 clusters Score -119066.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (3732 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Entering Unmasked Estep 
Score: -464134.593750 Penalty: 2039.725586
	Iteration 0F: 2 clusters Score -464134.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -460422.062500 Penalty: 4079.451172
	Iteration 0F: 3 clusters Score -460422.1 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -461327.000000 Penalty: 4079.451172
	Iteration 1F: 3 clusters Score -461327 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -461542.687500 Penalty: 4079.451172
	Iteration 2F: 3 clusters Score -461542.7 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -461691.656250 Penalty: 4079.451172
	Iteration 3F: 3 clusters Score -461691.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -461797.687500 Penalty: 4079.451172
	Iteration 4Q: 3 clusters Score -461797.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -461892.375000 Penalty: 4079.451172
	Iteration 5Q: 3 clusters Score -461892.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -461977.500000 Penalty: 4079.451172
	Iteration 6Q: 3 clusters Score -461977.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -462043.156250 Penalty: 4079.451172
	Iteration 7Q: 3 clusters Score -462043.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -462094.843750 Penalty: 4079.451172
	Iteration 8Q: 3 clusters Score -462094.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -462156.562500 Penalty: 4079.451172
	Iteration 9Q: 3 clusters Score -462156.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -462195.000000 Penalty: 4079.451172
	Iteration 10Q: 3 clusters Score -462195 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -462220.156250 Penalty: 4079.451172
	Iteration 11Q: 3 clusters Score -462220.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -462237.625000 Penalty: 4079.451172
	Iteration 12Q: 3 clusters Score -462237.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -462250.687500 Penalty: 4079.451172
	Iteration 13Q: 3 clusters Score -462250.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -462259.218750 Penalty: 4079.451172
	Iteration 14Q: 3 clusters Score -462259.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -462270.156250 Penalty: 4079.451172
	Iteration 15Q: 3 clusters Score -462270.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -462277.281250 Penalty: 4079.451172
	Iteration 16Q: 3 clusters Score -462277.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -462283.062500 Penalty: 4079.451172
	Iteration 17Q: 3 clusters Score -462283.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -462293.500000 Penalty: 4079.451172
	Iteration 18Q: 3 clusters Score -462293.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -462303.125000 Penalty: 4079.451172
	Iteration 19Q: 3 clusters Score -462303.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -462309.156250 Penalty: 4079.451172
	Iteration 20F: 3 clusters Score -462309.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -462312.812500 Penalty: 4079.451172
	Iteration 21Q: 3 clusters Score -462312.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -462318.500000 Penalty: 4079.451172
	Iteration 22Q: 3 clusters Score -462318.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -462322.687500 Penalty: 4079.451172
	Iteration 23Q: 3 clusters Score -462322.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -462327.343750 Penalty: 4079.451172
	Iteration 24Q: 3 clusters Score -462327.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -462332.812500 Penalty: 4079.451172
	Iteration 25Q: 3 clusters Score -462332.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -462339.468750 Penalty: 4079.451172
	Iteration 26Q: 3 clusters Score -462339.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -462347.687500 Penalty: 4079.451172
	Iteration 27Q: 3 clusters Score -462347.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -462350.687500 Penalty: 4079.451172
	Iteration 28Q: 3 clusters Score -462350.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -462352.031250 Penalty: 4079.451172
	Iteration 29Q: 3 clusters Score -462352 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -462352.468750 Penalty: 4079.451172
	Iteration 30Q: 3 clusters Score -462352.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -462354.125000 Penalty: 4079.451172
	Iteration 31Q: 3 clusters Score -462354.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -462355.437500 Penalty: 4079.451172
	Iteration 32Q: 3 clusters Score -462355.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -462356.781250 Penalty: 4079.451172
	Iteration 33Q: 3 clusters Score -462356.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -462356.468750 Penalty: 4079.451172
	Iteration 34Q: 3 clusters Score -462356.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -462356.468750 Penalty: 4079.451172
	Iteration 35F: 3 clusters Score -462356.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (1452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Entering Unmasked Estep 
Score: -204693.437500 Penalty: 1805.612915
	Iteration 0F: 2 clusters Score -204693.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -202629.437500 Penalty: 3611.225830
	Iteration 0F: 3 clusters Score -202629.4 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -203923.984375 Penalty: 3611.225830
	Iteration 1F: 3 clusters Score -203924 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -205187.343750 Penalty: 3611.225830
	Iteration 2F: 3 clusters Score -205187.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -206608.015625 Penalty: 3611.225830
	Iteration 3F: 3 clusters Score -206608 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -207148.921875 Penalty: 3611.225830
	Iteration 4Q: 3 clusters Score -207148.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -207306.375000 Penalty: 3611.225830
	Iteration 5Q: 3 clusters Score -207306.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -207361.375000 Penalty: 3611.225830
	Iteration 6Q: 3 clusters Score -207361.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -207391.781250 Penalty: 3611.225830
	Iteration 7Q: 3 clusters Score -207391.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -207431.515625 Penalty: 3611.225830
	Iteration 8Q: 3 clusters Score -207431.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -207431.812500 Penalty: 3611.225830
	Iteration 9Q: 3 clusters Score -207431.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -207431.812500 Penalty: 3611.225830
	Iteration 10F: 3 clusters Score -207431.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 15369 members 
Mstep: Class 3 contains 27081 members 
Mstep: Class 4 contains 35828 members 
Mstep: Class 5 contains 21378 members 
Mstep: Class 6 contains 660 members 
Mstep: Class 7 contains 2492 members 
Mstep: Class 8 contains 48707 members 
Mstep: Class 9 contains 29945 members 
Mstep: Class 10 contains 12115 members 
Mstep: Class 11 contains 4396 members 
Mstep: Class 12 contains 225591 members 
Mstep: Class 13 contains 9309 members 
Mstep: Class 14 contains 5313 members 
Mstep: Class 15 contains 26996 members 
Mstep: Class 16 contains 9433 members 
Mstep: Class 17 contains 10033 members 
Mstep: Class 18 contains 8384 members 
Mstep: Class 19 contains 163218 members 
Mstep: Class 20 contains 41570 members 
Mstep: Class 21 contains 12735 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 10773 members 
Mstep: Class 24 contains 4143 members 
Mstep: Class 25 contains 6732 members 
Mstep: Class 26 contains 60487 members 
Mstep: Class 27 contains 9622 members 
Mstep: Class 28 contains 6861 members 
Mstep: Class 29 contains 5297 members 
Mstep: Class 30 contains 8663 members 
Mstep: Class 31 contains 339 members 
Mstep: Class 32 contains 446 members 
Mstep: Class 33 contains 1802 members 
Mstep: Class 34 contains 8713 members 
Mstep: Class 35 contains 197295 members 
Mstep: Class 36 contains 2887 members 
Mstep: Class 37 contains 4610 members 
Mstep: Class 38 contains 2495 members 
Mstep: Class 39 contains 258 members 
Mstep: Class 40 contains 9951 members 
Mstep: Class 41 contains 27272 members 
Mstep: Class 42 contains 5083 members 
Mstep: Class 43 contains 12593 members 
Mstep: Class 44 contains 957 members 
Mstep: Class 45 contains 3732 members 
Mstep: Class 46 contains 945 members 
Mstep: Class 47 contains 13820 members 
Mstep: Class 48 contains 384 members 
Mstep: Class 49 contains 4137 members 
Mstep: Class 50 contains 473 members 
Mstep: Class 51 contains 818 members 
Mstep: Class 52 contains 38009 members 
Mstep: Class 53 contains 268 members 
Mstep: Class 54 contains 7283 members 
Mstep: Class 55 contains 462 members 
Mstep: Class 56 contains 6006 members 
Mstep: Class 57 contains 2957 members 
Mstep: Class 58 contains 845 members 
Mstep: Class 59 contains 407 members 
Mstep: Class 60 contains 1015 members 
Mstep: Class 61 contains 399 members 
Mstep: Class 62 contains 472 members 
Mstep: Class 63 contains 664 members 
Mstep: Class 64 contains 608 members 
Mstep: Class 65 contains 1091 members 
Mstep: Class 66 contains 434 members 
Mstep: Class 67 contains 385 members 
Mstep: Class 68 contains 703 members 
Mstep: Class 69 contains 507 members 
Entering Unmasked Estep 
Score: -147541392.000000 Penalty: 239362.500000
Splitting cluster 46 changes total score from -147539264.000000 to -147541392.000000
So it's getting split into cluster 69.
Entering ConstructFrom: 
Trying to split cluster 47 (13820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13820 members 
Entering Unmasked Estep 
Score: -1780010.875000 Penalty: 2364.400146
	Iteration 0F: 2 clusters Score -1780011 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -1769908.875000 Penalty: 4728.800293
	Iteration 0F: 3 clusters Score -1769909 nChanged 5912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -1772996.250000 Penalty: 4728.800293
	Iteration 1F: 3 clusters Score -1772996 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -1773329.125000 Penalty: 4728.800293
	Iteration 2F: 3 clusters Score -1773329 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -1773547.625000 Penalty: 4728.800293
	Iteration 3Q: 3 clusters Score -1773548 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -1773734.625000 Penalty: 4728.800293
	Iteration 4Q: 3 clusters Score -1773735 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -1773901.750000 Penalty: 4728.800293
	Iteration 5Q: 3 clusters Score -1773902 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -1774047.125000 Penalty: 4728.800293
	Iteration 6Q: 3 clusters Score -1774047 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -1774199.375000 Penalty: 4728.800293
	Iteration 7Q: 3 clusters Score -1774199 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -1774348.250000 Penalty: 4728.800293
	Iteration 8Q: 3 clusters Score -1774348 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -1774562.000000 Penalty: 4728.800293
	Iteration 9Q: 3 clusters Score -1774562 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -1774826.875000 Penalty: 4728.800293
	Iteration 10Q: 3 clusters Score -1774827 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -1775150.250000 Penalty: 4728.800293
	Iteration 11Q: 3 clusters Score -1775150 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -1775524.625000 Penalty: 4728.800293
	Iteration 12Q: 3 clusters Score -1775525 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10662 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -1775941.250000 Penalty: 4728.800293
	Iteration 13Q: 3 clusters Score -1775941 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11156 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -1776339.750000 Penalty: 4728.800293
	Iteration 14Q: 3 clusters Score -1776340 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11570 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -1776698.750000 Penalty: 4728.800293
	Iteration 15Q: 3 clusters Score -1776699 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11924 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -1777014.375000 Penalty: 4728.800293
	Iteration 16Q: 3 clusters Score -1777014 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12177 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -1777252.500000 Penalty: 4728.800293
	Iteration 17Q: 3 clusters Score -1777252 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12392 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -1777422.500000 Penalty: 4728.800293
	Iteration 18Q: 3 clusters Score -1777422 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12527 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -1777540.875000 Penalty: 4728.800293
	Iteration 19Q: 3 clusters Score -1777541 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12649 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -1777630.750000 Penalty: 4728.800293
	Iteration 20F: 3 clusters Score -1777631 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12743 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -1777696.125000 Penalty: 4728.800293
	Iteration 21Q: 3 clusters Score -1777696 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12815 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -1777734.875000 Penalty: 4728.800293
	Iteration 22Q: 3 clusters Score -1777735 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12873 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -1777773.750000 Penalty: 4728.800293
	Iteration 23Q: 3 clusters Score -1777774 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12920 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -1777805.500000 Penalty: 4728.800293
	Iteration 24Q: 3 clusters Score -1777806 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12954 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -1777822.250000 Penalty: 4728.800293
	Iteration 25Q: 3 clusters Score -1777822 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12974 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -1777837.000000 Penalty: 4728.800293
	Iteration 26Q: 3 clusters Score -1777837 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12996 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -1777855.250000 Penalty: 4728.800293
	Iteration 27Q: 3 clusters Score -1777855 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13024 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -1777867.625000 Penalty: 4728.800293
	Iteration 28Q: 3 clusters Score -1777868 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13049 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -1777881.000000 Penalty: 4728.800293
	Iteration 29Q: 3 clusters Score -1777881 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13065 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -1777890.625000 Penalty: 4728.800293
	Iteration 30Q: 3 clusters Score -1777891 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13080 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -1777894.500000 Penalty: 4728.800293
	Iteration 31Q: 3 clusters Score -1777894 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13084 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -1777896.000000 Penalty: 4728.800293
	Iteration 32Q: 3 clusters Score -1777896 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13089 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -1777899.250000 Penalty: 4728.800293
	Iteration 33Q: 3 clusters Score -1777899 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13098 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -1777907.000000 Penalty: 4728.800293
	Iteration 34Q: 3 clusters Score -1777907 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13106 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -1777910.125000 Penalty: 4728.800293
	Iteration 35Q: 3 clusters Score -1777910 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13113 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -1777917.000000 Penalty: 4728.800293
	Iteration 36Q: 3 clusters Score -1777917 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13120 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -1777919.000000 Penalty: 4728.800293
	Iteration 37Q: 3 clusters Score -1777919 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13124 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -1777919.625000 Penalty: 4728.800293
	Iteration 38Q: 3 clusters Score -1777920 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13128 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -1777921.625000 Penalty: 4728.800293
	Iteration 39Q: 3 clusters Score -1777922 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13135 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -1777924.625000 Penalty: 4728.800293
	Iteration 40F: 3 clusters Score -1777925 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13137 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -1777928.500000 Penalty: 4728.800293
	Iteration 41Q: 3 clusters Score -1777928 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13142 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1777930.625000 Penalty: 4728.800293
	Iteration 42Q: 3 clusters Score -1777931 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13150 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1777937.250000 Penalty: 4728.800293
	Iteration 43Q: 3 clusters Score -1777937 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13159 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1777945.750000 Penalty: 4728.800293
	Iteration 44Q: 3 clusters Score -1777946 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13164 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -1777948.875000 Penalty: 4728.800293
	Iteration 45Q: 3 clusters Score -1777949 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13166 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -1777952.250000 Penalty: 4728.800293
	Iteration 46Q: 3 clusters Score -1777952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13169 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1777953.125000 Penalty: 4728.800293
	Iteration 47Q: 3 clusters Score -1777953 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13172 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1777955.000000 Penalty: 4728.800293
	Iteration 48Q: 3 clusters Score -1777955 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13175 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -1777959.750000 Penalty: 4728.800293
	Iteration 49Q: 3 clusters Score -1777960 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13177 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1777960.375000 Penalty: 4728.800293
	Iteration 50Q: 3 clusters Score -1777960 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13176 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -1777959.875000 Penalty: 4728.800293
	Iteration 51Q: 3 clusters Score -1777960 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13176 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -1777959.875000 Penalty: 4728.800293
	Iteration 52F: 3 clusters Score -1777960 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Entering Unmasked Estep 
Score: -33849.414062 Penalty: 1475.759399
	Iteration 0F: 2 clusters Score -33849.41 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 182 members 
Entering Unmasked Estep 
Score: -32695.976562 Penalty: 2951.518799
	Iteration 0F: 3 clusters Score -32695.98 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -33051.128906 Penalty: 2951.518799
	Iteration 1F: 3 clusters Score -33051.13 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -33126.984375 Penalty: 2951.518799
	Iteration 2F: 3 clusters Score -33126.98 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -33182.253906 Penalty: 2951.518799
	Iteration 3Q: 3 clusters Score -33182.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -33233.308594 Penalty: 2951.518799
	Iteration 4Q: 3 clusters Score -33233.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -33267.964844 Penalty: 2951.518799
	Iteration 5Q: 3 clusters Score -33267.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -33270.417969 Penalty: 2951.518799
	Iteration 6Q: 3 clusters Score -33270.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -33271.335938 Penalty: 2951.518799
	Iteration 7Q: 3 clusters Score -33271.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -33271.335938 Penalty: 2951.518799
	Iteration 8F: 3 clusters Score -33271.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (4137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Entering Unmasked Estep 
Score: -506263.500000 Penalty: 2065.276123
	Iteration 0F: 2 clusters Score -506263.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -502251.375000 Penalty: 4130.552246
	Iteration 0F: 3 clusters Score -502251.4 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -503132.156250 Penalty: 4130.552246
	Iteration 1F: 3 clusters Score -503132.2 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -503362.093750 Penalty: 4130.552246
	Iteration 2F: 3 clusters Score -503362.1 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -503513.437500 Penalty: 4130.552246
	Iteration 3F: 3 clusters Score -503513.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -503620.281250 Penalty: 4130.552246
	Iteration 4Q: 3 clusters Score -503620.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -503726.031250 Penalty: 4130.552246
	Iteration 5Q: 3 clusters Score -503726 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -503827.375000 Penalty: 4130.552246
	Iteration 6Q: 3 clusters Score -503827.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -503909.406250 Penalty: 4130.552246
	Iteration 7Q: 3 clusters Score -503909.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -503983.781250 Penalty: 4130.552246
	Iteration 8Q: 3 clusters Score -503983.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -504044.468750 Penalty: 4130.552246
	Iteration 9Q: 3 clusters Score -504044.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -504111.375000 Penalty: 4130.552246
	Iteration 10Q: 3 clusters Score -504111.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -504189.062500 Penalty: 4130.552246
	Iteration 11Q: 3 clusters Score -504189.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -504283.062500 Penalty: 4130.552246
	Iteration 12Q: 3 clusters Score -504283.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -504402.093750 Penalty: 4130.552246
	Iteration 13Q: 3 clusters Score -504402.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -504553.500000 Penalty: 4130.552246
	Iteration 14Q: 3 clusters Score -504553.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -504755.281250 Penalty: 4130.552246
	Iteration 15Q: 3 clusters Score -504755.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -505006.781250 Penalty: 4130.552246
	Iteration 16Q: 3 clusters Score -505006.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -505220.562500 Penalty: 4130.552246
	Iteration 17Q: 3 clusters Score -505220.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -505349.843750 Penalty: 4130.552246
	Iteration 18Q: 3 clusters Score -505349.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -505426.250000 Penalty: 4130.552246
	Iteration 19Q: 3 clusters Score -505426.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -505469.937500 Penalty: 4130.552246
	Iteration 20F: 3 clusters Score -505469.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -505497.218750 Penalty: 4130.552246
	Iteration 21Q: 3 clusters Score -505497.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -505525.125000 Penalty: 4130.552246
	Iteration 22Q: 3 clusters Score -505525.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -505545.687500 Penalty: 4130.552246
	Iteration 23Q: 3 clusters Score -505545.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -505561.468750 Penalty: 4130.552246
	Iteration 24Q: 3 clusters Score -505561.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -505575.093750 Penalty: 4130.552246
	Iteration 25Q: 3 clusters Score -505575.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -505583.968750 Penalty: 4130.552246
	Iteration 26Q: 3 clusters Score -505584 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -505590.406250 Penalty: 4130.552246
	Iteration 27Q: 3 clusters Score -505590.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -505597.500000 Penalty: 4130.552246
	Iteration 28Q: 3 clusters Score -505597.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -505600.625000 Penalty: 4130.552246
	Iteration 29Q: 3 clusters Score -505600.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -505602.937500 Penalty: 4130.552246
	Iteration 30Q: 3 clusters Score -505602.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -505604.093750 Penalty: 4130.552246
	Iteration 31Q: 3 clusters Score -505604.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -505608.031250 Penalty: 4130.552246
	Iteration 32Q: 3 clusters Score -505608 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -505611.343750 Penalty: 4130.552246
	Iteration 33Q: 3 clusters Score -505611.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -505614.156250 Penalty: 4130.552246
	Iteration 34Q: 3 clusters Score -505614.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -505619.000000 Penalty: 4130.552246
	Iteration 35Q: 3 clusters Score -505619 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -505622.031250 Penalty: 4130.552246
	Iteration 36Q: 3 clusters Score -505622 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -505624.000000 Penalty: 4130.552246
	Iteration 37Q: 3 clusters Score -505624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -505624.125000 Penalty: 4130.552246
	Iteration 38Q: 3 clusters Score -505624.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -505625.750000 Penalty: 4130.552246
	Iteration 39Q: 3 clusters Score -505625.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -505624.968750 Penalty: 4130.552246
	Iteration 40F: 3 clusters Score -505625 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -505626.000000 Penalty: 4130.552246
	Iteration 41Q: 3 clusters Score -505626 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -505626.250000 Penalty: 4130.552246
	Iteration 42Q: 3 clusters Score -505626.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -505627.406250 Penalty: 4130.552246
	Iteration 43Q: 3 clusters Score -505627.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -505627.406250 Penalty: 4130.552246
	Iteration 44F: 3 clusters Score -505627.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Entering Unmasked Estep 
Score: -62498.417969 Penalty: 1527.455688
	Iteration 0F: 2 clusters Score -62498.42 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 238 members 
Entering Unmasked Estep 
Score: -61217.160156 Penalty: 3054.911377
	Iteration 0F: 3 clusters Score -61217.16 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -61887.031250 Penalty: 3054.911377
	Iteration 1F: 3 clusters Score -61887.03 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -62138.457031 Penalty: 3054.911377
	Iteration 2F: 3 clusters Score -62138.46 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -62281.921875 Penalty: 3054.911377
	Iteration 3Q: 3 clusters Score -62281.92 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -62462.113281 Penalty: 3054.911377
	Iteration 4Q: 3 clusters Score -62462.11 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -62523.593750 Penalty: 3054.911377
	Iteration 5Q: 3 clusters Score -62523.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -62535.796875 Penalty: 3054.911377
	Iteration 6Q: 3 clusters Score -62535.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -62538.535156 Penalty: 3054.911377
	Iteration 7Q: 3 clusters Score -62538.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -62538.460938 Penalty: 3054.911377
	Iteration 8Q: 3 clusters Score -62538.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -62539.890625 Penalty: 3054.911377
	Iteration 9Q: 3 clusters Score -62539.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -62539.890625 Penalty: 3054.911377
	Iteration 10F: 3 clusters Score -62539.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 15369 members 
Mstep: Class 3 contains 27081 members 
Mstep: Class 4 contains 35828 members 
Mstep: Class 5 contains 21378 members 
Mstep: Class 6 contains 660 members 
Mstep: Class 7 contains 2492 members 
Mstep: Class 8 contains 48707 members 
Mstep: Class 9 contains 29945 members 
Mstep: Class 10 contains 12115 members 
Mstep: Class 11 contains 4396 members 
Mstep: Class 12 contains 225591 members 
Mstep: Class 13 contains 9309 members 
Mstep: Class 14 contains 5313 members 
Mstep: Class 15 contains 26996 members 
Mstep: Class 16 contains 9433 members 
Mstep: Class 17 contains 10033 members 
Mstep: Class 18 contains 8384 members 
Mstep: Class 19 contains 163218 members 
Mstep: Class 20 contains 41570 members 
Mstep: Class 21 contains 12735 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 10773 members 
Mstep: Class 24 contains 4143 members 
Mstep: Class 25 contains 6732 members 
Mstep: Class 26 contains 60487 members 
Mstep: Class 27 contains 9622 members 
Mstep: Class 28 contains 6861 members 
Mstep: Class 29 contains 5297 members 
Mstep: Class 30 contains 8663 members 
Mstep: Class 31 contains 339 members 
Mstep: Class 32 contains 446 members 
Mstep: Class 33 contains 1802 members 
Mstep: Class 34 contains 8713 members 
Mstep: Class 35 contains 197295 members 
Mstep: Class 36 contains 2887 members 
Mstep: Class 37 contains 4610 members 
Mstep: Class 38 contains 2495 members 
Mstep: Class 39 contains 258 members 
Mstep: Class 40 contains 9951 members 
Mstep: Class 41 contains 27272 members 
Mstep: Class 42 contains 5083 members 
Mstep: Class 43 contains 12593 members 
Mstep: Class 44 contains 957 members 
Mstep: Class 45 contains 3732 members 
Mstep: Class 46 contains 945 members 
Mstep: Class 47 contains 13820 members 
Mstep: Class 48 contains 384 members 
Mstep: Class 49 contains 4137 members 
Mstep: Class 50 contains 237 members 
Mstep: Class 51 contains 818 members 
Mstep: Class 52 contains 38009 members 
Mstep: Class 53 contains 268 members 
Mstep: Class 54 contains 7283 members 
Mstep: Class 55 contains 462 members 
Mstep: Class 56 contains 6006 members 
Mstep: Class 57 contains 2957 members 
Mstep: Class 58 contains 845 members 
Mstep: Class 59 contains 407 members 
Mstep: Class 60 contains 1015 members 
Mstep: Class 61 contains 399 members 
Mstep: Class 62 contains 472 members 
Mstep: Class 63 contains 664 members 
Mstep: Class 64 contains 608 members 
Mstep: Class 65 contains 1091 members 
Mstep: Class 66 contains 434 members 
Mstep: Class 67 contains 385 members 
Mstep: Class 68 contains 703 members 
Mstep: Class 69 contains 507 members 
Mstep: Class 70 contains 236 members 
Entering Unmasked Estep 
Score: -147539456.000000 Penalty: 242831.531250
Splitting cluster 50 changes total score from -147539264.000000 to -147539456.000000
So it's getting split into cluster 70.
Entering ConstructFrom: 
Trying to split cluster 51 (818 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Entering Unmasked Estep 
Score: -119355.804688 Penalty: 1663.301880
	Iteration 0F: 2 clusters Score -119355.8 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 409 members 
Entering Unmasked Estep 
Score: -117600.882812 Penalty: 3326.603760
	Iteration 0F: 3 clusters Score -117600.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -118028.523438 Penalty: 3326.603760
	Iteration 1F: 3 clusters Score -118028.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -118688.335938 Penalty: 3326.603760
	Iteration 2F: 3 clusters Score -118688.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -119373.867188 Penalty: 3326.603760
	Iteration 3F: 3 clusters Score -119373.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -120008.359375 Penalty: 3326.603760
	Iteration 4F: 3 clusters Score -120008.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -120487.921875 Penalty: 3326.603760
	Iteration 5F: 3 clusters Score -120487.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -120692.304688 Penalty: 3326.603760
	Iteration 6Q: 3 clusters Score -120692.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -120887.078125 Penalty: 3326.603760
	Iteration 7Q: 3 clusters Score -120887.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -121050.500000 Penalty: 3326.603760
	Iteration 8Q: 3 clusters Score -121050.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -121278.718750 Penalty: 3326.603760
	Iteration 9Q: 3 clusters Score -121278.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -121409.757812 Penalty: 3326.603760
	Iteration 10Q: 3 clusters Score -121409.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -121419.382812 Penalty: 3326.603760
	Iteration 11Q: 3 clusters Score -121419.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -121428.968750 Penalty: 3326.603760
	Iteration 12Q: 3 clusters Score -121429 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -121451.375000 Penalty: 3326.603760
	Iteration 13Q: 3 clusters Score -121451.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -121486.757812 Penalty: 3326.603760
	Iteration 14Q: 3 clusters Score -121486.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -121503.320312 Penalty: 3326.603760
	Iteration 15Q: 3 clusters Score -121503.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -121506.125000 Penalty: 3326.603760
	Iteration 16Q: 3 clusters Score -121506.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -121506.125000 Penalty: 3326.603760
	Iteration 17F: 3 clusters Score -121506.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 15369 members 
Mstep: Class 3 contains 27081 members 
Mstep: Class 4 contains 35828 members 
Mstep: Class 5 contains 21378 members 
Mstep: Class 6 contains 660 members 
Mstep: Class 7 contains 2492 members 
Mstep: Class 8 contains 48707 members 
Mstep: Class 9 contains 29945 members 
Mstep: Class 10 contains 12115 members 
Mstep: Class 11 contains 4396 members 
Mstep: Class 12 contains 225591 members 
Mstep: Class 13 contains 9309 members 
Mstep: Class 14 contains 5313 members 
Mstep: Class 15 contains 26996 members 
Mstep: Class 16 contains 9433 members 
Mstep: Class 17 contains 10033 members 
Mstep: Class 18 contains 8384 members 
Mstep: Class 19 contains 163218 members 
Mstep: Class 20 contains 41570 members 
Mstep: Class 21 contains 12735 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 10773 members 
Mstep: Class 24 contains 4143 members 
Mstep: Class 25 contains 6732 members 
Mstep: Class 26 contains 60487 members 
Mstep: Class 27 contains 9622 members 
Mstep: Class 28 contains 6861 members 
Mstep: Class 29 contains 5297 members 
Mstep: Class 30 contains 8663 members 
Mstep: Class 31 contains 339 members 
Mstep: Class 32 contains 446 members 
Mstep: Class 33 contains 1802 members 
Mstep: Class 34 contains 8713 members 
Mstep: Class 35 contains 197295 members 
Mstep: Class 36 contains 2887 members 
Mstep: Class 37 contains 4610 members 
Mstep: Class 38 contains 2495 members 
Mstep: Class 39 contains 258 members 
Mstep: Class 40 contains 9951 members 
Mstep: Class 41 contains 27272 members 
Mstep: Class 42 contains 5083 members 
Mstep: Class 43 contains 12593 members 
Mstep: Class 44 contains 957 members 
Mstep: Class 45 contains 3732 members 
Mstep: Class 46 contains 945 members 
Mstep: Class 47 contains 13820 members 
Mstep: Class 48 contains 384 members 
Mstep: Class 49 contains 4137 members 
Mstep: Class 50 contains 237 members 
Mstep: Class 51 contains 419 members 
Mstep: Class 52 contains 38009 members 
Mstep: Class 53 contains 268 members 
Mstep: Class 54 contains 7283 members 
Mstep: Class 55 contains 462 members 
Mstep: Class 56 contains 6006 members 
Mstep: Class 57 contains 2957 members 
Mstep: Class 58 contains 845 members 
Mstep: Class 59 contains 407 members 
Mstep: Class 60 contains 1015 members 
Mstep: Class 61 contains 399 members 
Mstep: Class 62 contains 472 members 
Mstep: Class 63 contains 664 members 
Mstep: Class 64 contains 608 members 
Mstep: Class 65 contains 1091 members 
Mstep: Class 66 contains 434 members 
Mstep: Class 67 contains 385 members 
Mstep: Class 68 contains 703 members 
Mstep: Class 69 contains 507 members 
Mstep: Class 70 contains 236 members 
Mstep: Class 71 contains 399 members 
Entering Unmasked Estep 
Score: -147539680.000000 Penalty: 246300.546875
Splitting cluster 51 changes total score from -147539264.000000 to -147539680.000000
So it's getting split into cluster 71.
Entering ConstructFrom: 
Trying to split cluster 52 (38009 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38009 members 
Entering Unmasked Estep 
Score: -4824304.000000 Penalty: 2615.303223
	Iteration 0F: 2 clusters Score -4824304 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18926 members 
Mstep: Class 2 contains 19083 members 
Entering Unmasked Estep 
Score: -4798619.500000 Penalty: 5230.606445
	Iteration 0F: 3 clusters Score -4798620 nChanged 17232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17998 members 
Mstep: Class 2 contains 20011 members 
Entering Unmasked Estep 
Score: -4808290.500000 Penalty: 5230.606445
	Iteration 1F: 3 clusters Score -4808290 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17430 members 
Mstep: Class 2 contains 20579 members 
Entering Unmasked Estep 
Score: -4809126.000000 Penalty: 5230.606445
	Iteration 2F: 3 clusters Score -4809126 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16550 members 
Mstep: Class 2 contains 21459 members 
Entering Unmasked Estep 
Score: -4810382.500000 Penalty: 5230.606445
	Iteration 3F: 3 clusters Score -4810382 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15350 members 
Mstep: Class 2 contains 22659 members 
Entering Unmasked Estep 
Score: -4812254.500000 Penalty: 5230.606445
	Iteration 4F: 3 clusters Score -4812254 nChanged 2947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13745 members 
Mstep: Class 2 contains 24264 members 
Entering Unmasked Estep 
Score: -4814457.500000 Penalty: 5230.606445
	Iteration 5F: 3 clusters Score -4814458 nChanged 2906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11959 members 
Mstep: Class 2 contains 26050 members 
Entering Unmasked Estep 
Score: -4816432.500000 Penalty: 5230.606445
	Iteration 6F: 3 clusters Score -4816432 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10273 members 
Mstep: Class 2 contains 27736 members 
Entering Unmasked Estep 
Score: -4817948.000000 Penalty: 5230.606445
	Iteration 7F: 3 clusters Score -4817948 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 29207 members 
Entering Unmasked Estep 
Score: -4819169.500000 Penalty: 5230.606445
	Iteration 8Q: 3 clusters Score -4819170 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 30482 members 
Entering Unmasked Estep 
Score: -4820326.500000 Penalty: 5230.606445
	Iteration 9Q: 3 clusters Score -4820326 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 31553 members 
Entering Unmasked Estep 
Score: -4821313.500000 Penalty: 5230.606445
	Iteration 10Q: 3 clusters Score -4821314 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 32342 members 
Entering Unmasked Estep 
Score: -4821959.000000 Penalty: 5230.606445
	Iteration 11Q: 3 clusters Score -4821959 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 32976 members 
Entering Unmasked Estep 
Score: -4822410.000000 Penalty: 5230.606445
	Iteration 12Q: 3 clusters Score -4822410 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 33477 members 
Entering Unmasked Estep 
Score: -4822716.000000 Penalty: 5230.606445
	Iteration 13Q: 3 clusters Score -4822716 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 33905 members 
Entering Unmasked Estep 
Score: -4822946.500000 Penalty: 5230.606445
	Iteration 14Q: 3 clusters Score -4822946 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 34267 members 
Entering Unmasked Estep 
Score: -4823124.500000 Penalty: 5230.606445
	Iteration 15Q: 3 clusters Score -4823124 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 34530 members 
Entering Unmasked Estep 
Score: -4823240.000000 Penalty: 5230.606445
	Iteration 16Q: 3 clusters Score -4823240 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 34772 members 
Entering Unmasked Estep 
Score: -4823356.500000 Penalty: 5230.606445
	Iteration 17Q: 3 clusters Score -4823356 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 34954 members 
Entering Unmasked Estep 
Score: -4823427.500000 Penalty: 5230.606445
	Iteration 18Q: 3 clusters Score -4823428 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 35101 members 
Entering Unmasked Estep 
Score: -4823488.500000 Penalty: 5230.606445
	Iteration 19Q: 3 clusters Score -4823488 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 35209 members 
Entering Unmasked Estep 
Score: -4823538.500000 Penalty: 5230.606445
	Iteration 20F: 3 clusters Score -4823538 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 35306 members 
Entering Unmasked Estep 
Score: -4823593.500000 Penalty: 5230.606445
	Iteration 21Q: 3 clusters Score -4823594 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 35383 members 
Entering Unmasked Estep 
Score: -4823617.500000 Penalty: 5230.606445
	Iteration 22Q: 3 clusters Score -4823618 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 35449 members 
Entering Unmasked Estep 
Score: -4823627.500000 Penalty: 5230.606445
	Iteration 23Q: 3 clusters Score -4823628 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 35503 members 
Entering Unmasked Estep 
Score: -4823651.500000 Penalty: 5230.606445
	Iteration 24Q: 3 clusters Score -4823652 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 35554 members 
Entering Unmasked Estep 
Score: -4823672.000000 Penalty: 5230.606445
	Iteration 25Q: 3 clusters Score -4823672 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 35604 members 
Entering Unmasked Estep 
Score: -4823686.000000 Penalty: 5230.606445
	Iteration 26Q: 3 clusters Score -4823686 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 35640 members 
Entering Unmasked Estep 
Score: -4823691.000000 Penalty: 5230.606445
	Iteration 27Q: 3 clusters Score -4823691 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 35673 members 
Entering Unmasked Estep 
Score: -4823700.500000 Penalty: 5230.606445
	Iteration 28Q: 3 clusters Score -4823700 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 35703 members 
Entering Unmasked Estep 
Score: -4823706.500000 Penalty: 5230.606445
	Iteration 29Q: 3 clusters Score -4823706 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 35727 members 
Entering Unmasked Estep 
Score: -4823718.000000 Penalty: 5230.606445
	Iteration 30Q: 3 clusters Score -4823718 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 35741 members 
Entering Unmasked Estep 
Score: -4823711.500000 Penalty: 5230.606445
	Iteration 31Q: 3 clusters Score -4823712 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 35764 members 
Entering Unmasked Estep 
Score: -4823728.000000 Penalty: 5230.606445
	Iteration 32Q: 3 clusters Score -4823728 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 35786 members 
Entering Unmasked Estep 
Score: -4823737.000000 Penalty: 5230.606445
	Iteration 33Q: 3 clusters Score -4823737 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 35808 members 
Entering Unmasked Estep 
Score: -4823740.000000 Penalty: 5230.606445
	Iteration 34Q: 3 clusters Score -4823740 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 35827 members 
Entering Unmasked Estep 
Score: -4823762.500000 Penalty: 5230.606445
	Iteration 35Q: 3 clusters Score -4823762 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 35851 members 
Entering Unmasked Estep 
Score: -4823774.000000 Penalty: 5230.606445
	Iteration 36Q: 3 clusters Score -4823774 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 35864 members 
Entering Unmasked Estep 
Score: -4823789.500000 Penalty: 5230.606445
	Iteration 37Q: 3 clusters Score -4823790 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 35881 members 
Entering Unmasked Estep 
Score: -4823804.500000 Penalty: 5230.606445
	Iteration 38Q: 3 clusters Score -4823804 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 35899 members 
Entering Unmasked Estep 
Score: -4823808.500000 Penalty: 5230.606445
	Iteration 39Q: 3 clusters Score -4823808 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 35909 members 
Entering Unmasked Estep 
Score: -4823807.500000 Penalty: 5230.606445
	Iteration 40F: 3 clusters Score -4823808 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 35914 members 
Entering Unmasked Estep 
Score: -4823813.000000 Penalty: 5230.606445
	Iteration 41Q: 3 clusters Score -4823813 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 35925 members 
Entering Unmasked Estep 
Score: -4823819.500000 Penalty: 5230.606445
	Iteration 42Q: 3 clusters Score -4823820 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 35932 members 
Entering Unmasked Estep 
Score: -4823826.500000 Penalty: 5230.606445
	Iteration 43Q: 3 clusters Score -4823826 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 35931 members 
Entering Unmasked Estep 
Score: -4823827.000000 Penalty: 5230.606445
	Iteration 44Q: 3 clusters Score -4823827 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 35939 members 
Entering Unmasked Estep 
Score: -4823826.500000 Penalty: 5230.606445
	Iteration 45Q: 3 clusters Score -4823826 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 35948 members 
Entering Unmasked Estep 
Score: -4823831.500000 Penalty: 5230.606445
	Iteration 46Q: 3 clusters Score -4823832 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 35955 members 
Entering Unmasked Estep 
Score: -4823835.500000 Penalty: 5230.606445
	Iteration 47Q: 3 clusters Score -4823836 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 35968 members 
Entering Unmasked Estep 
Score: -4823843.500000 Penalty: 5230.606445
	Iteration 48Q: 3 clusters Score -4823844 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 35977 members 
Entering Unmasked Estep 
Score: -4823843.000000 Penalty: 5230.606445
	Iteration 49Q: 3 clusters Score -4823843 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 35988 members 
Entering Unmasked Estep 
Score: -4823850.000000 Penalty: 5230.606445
	Iteration 50Q: 3 clusters Score -4823850 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 35997 members 
Entering Unmasked Estep 
Score: -4823860.500000 Penalty: 5230.606445
	Iteration 51Q: 3 clusters Score -4823860 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 36006 members 
Entering Unmasked Estep 
Score: -4823858.500000 Penalty: 5230.606445
	Iteration 52Q: 3 clusters Score -4823858 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 36017 members 
Entering Unmasked Estep 
Score: -4823862.000000 Penalty: 5230.606445
	Iteration 53Q: 3 clusters Score -4823862 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 36034 members 
Entering Unmasked Estep 
Score: -4823869.000000 Penalty: 5230.606445
	Iteration 54Q: 3 clusters Score -4823869 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 36047 members 
Entering Unmasked Estep 
Score: -4823879.000000 Penalty: 5230.606445
	Iteration 55Q: 3 clusters Score -4823879 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 36072 members 
Entering Unmasked Estep 
Score: -4823895.500000 Penalty: 5230.606445
	Iteration 56Q: 3 clusters Score -4823896 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 36101 members 
Entering Unmasked Estep 
Score: -4823926.500000 Penalty: 5230.606445
	Iteration 57Q: 3 clusters Score -4823926 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 36114 members 
Entering Unmasked Estep 
Score: -4823935.500000 Penalty: 5230.606445
	Iteration 58Q: 3 clusters Score -4823936 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 36130 members 
Entering Unmasked Estep 
Score: -4823962.000000 Penalty: 5230.606445
	Iteration 59Q: 3 clusters Score -4823962 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 36156 members 
Entering Unmasked Estep 
Score: -4823990.000000 Penalty: 5230.606445
	Iteration 60F: 3 clusters Score -4823990 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 36182 members 
Entering Unmasked Estep 
Score: -4824018.500000 Penalty: 5230.606445
	Iteration 61Q: 3 clusters Score -4824018 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 36204 members 
Entering Unmasked Estep 
Score: -4824037.000000 Penalty: 5230.606445
	Iteration 62Q: 3 clusters Score -4824037 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 36220 members 
Entering Unmasked Estep 
Score: -4824046.000000 Penalty: 5230.606445
	Iteration 63Q: 3 clusters Score -4824046 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 36237 members 
Entering Unmasked Estep 
Score: -4824063.000000 Penalty: 5230.606445
	Iteration 64Q: 3 clusters Score -4824063 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 36241 members 
Entering Unmasked Estep 
Score: -4824070.000000 Penalty: 5230.606445
	Iteration 65Q: 3 clusters Score -4824070 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 36248 members 
Entering Unmasked Estep 
Score: -4824072.000000 Penalty: 5230.606445
	Iteration 66Q: 3 clusters Score -4824072 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 36251 members 
Entering Unmasked Estep 
Score: -4824071.000000 Penalty: 5230.606445
	Iteration 67Q: 3 clusters Score -4824071 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 36251 members 
Entering Unmasked Estep 
Score: -4824071.000000 Penalty: 5230.606445
	Iteration 68F: 3 clusters Score -4824071 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Entering Unmasked Estep 
Score: -26350.828125 Penalty: 1386.564819
	Iteration 0F: 2 clusters Score -26350.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -25439.996094 Penalty: 2773.129639
	Iteration 0F: 3 clusters Score -25440 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -25655.625000 Penalty: 2773.129639
	Iteration 1F: 3 clusters Score -25655.62 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -25802.181641 Penalty: 2773.129639
	Iteration 2F: 3 clusters Score -25802.18 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -25897.314453 Penalty: 2773.129639
	Iteration 3F: 3 clusters Score -25897.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -25926.263672 Penalty: 2773.129639
	Iteration 4Q: 3 clusters Score -25926.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -25928.943359 Penalty: 2773.129639
	Iteration 5Q: 3 clusters Score -25928.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -25928.943359 Penalty: 2773.129639
	Iteration 6F: 3 clusters Score -25928.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (7283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Entering Unmasked Estep 
Score: -799532.562500 Penalty: 2205.537842
	Iteration 0F: 2 clusters Score -799532.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -793623.625000 Penalty: 4411.075684
	Iteration 0F: 3 clusters Score -793623.6 nChanged 2964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -795460.125000 Penalty: 4411.075684
	Iteration 1F: 3 clusters Score -795460.1 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -795934.375000 Penalty: 4411.075684
	Iteration 2F: 3 clusters Score -795934.4 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -796297.500000 Penalty: 4411.075684
	Iteration 3F: 3 clusters Score -796297.5 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -796554.812500 Penalty: 4411.075684
	Iteration 4F: 3 clusters Score -796554.8 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -796748.250000 Penalty: 4411.075684
	Iteration 5Q: 3 clusters Score -796748.2 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -796890.937500 Penalty: 4411.075684
	Iteration 6Q: 3 clusters Score -796890.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -796997.250000 Penalty: 4411.075684
	Iteration 7Q: 3 clusters Score -796997.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -797081.250000 Penalty: 4411.075684
	Iteration 8Q: 3 clusters Score -797081.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -797171.000000 Penalty: 4411.075684
	Iteration 9Q: 3 clusters Score -797171 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -797266.437500 Penalty: 4411.075684
	Iteration 10Q: 3 clusters Score -797266.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -797347.812500 Penalty: 4411.075684
	Iteration 11Q: 3 clusters Score -797347.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -797409.812500 Penalty: 4411.075684
	Iteration 12Q: 3 clusters Score -797409.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -797468.312500 Penalty: 4411.075684
	Iteration 13Q: 3 clusters Score -797468.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -797523.625000 Penalty: 4411.075684
	Iteration 14Q: 3 clusters Score -797523.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -797574.687500 Penalty: 4411.075684
	Iteration 15Q: 3 clusters Score -797574.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -797623.875000 Penalty: 4411.075684
	Iteration 16Q: 3 clusters Score -797623.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -797683.250000 Penalty: 4411.075684
	Iteration 17Q: 3 clusters Score -797683.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -797743.937500 Penalty: 4411.075684
	Iteration 18Q: 3 clusters Score -797743.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -797803.812500 Penalty: 4411.075684
	Iteration 19Q: 3 clusters Score -797803.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -797863.187500 Penalty: 4411.075684
	Iteration 20F: 3 clusters Score -797863.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -797941.312500 Penalty: 4411.075684
	Iteration 21Q: 3 clusters Score -797941.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -798018.312500 Penalty: 4411.075684
	Iteration 22Q: 3 clusters Score -798018.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -798089.500000 Penalty: 4411.075684
	Iteration 23Q: 3 clusters Score -798089.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -798157.250000 Penalty: 4411.075684
	Iteration 24Q: 3 clusters Score -798157.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -798214.125000 Penalty: 4411.075684
	Iteration 25Q: 3 clusters Score -798214.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -798276.937500 Penalty: 4411.075684
	Iteration 26Q: 3 clusters Score -798276.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -798323.937500 Penalty: 4411.075684
	Iteration 27Q: 3 clusters Score -798323.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -798372.562500 Penalty: 4411.075684
	Iteration 28Q: 3 clusters Score -798372.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -798407.750000 Penalty: 4411.075684
	Iteration 29Q: 3 clusters Score -798407.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -798432.125000 Penalty: 4411.075684
	Iteration 30Q: 3 clusters Score -798432.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -798453.500000 Penalty: 4411.075684
	Iteration 31Q: 3 clusters Score -798453.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -798472.812500 Penalty: 4411.075684
	Iteration 32Q: 3 clusters Score -798472.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -798487.687500 Penalty: 4411.075684
	Iteration 33Q: 3 clusters Score -798487.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -798507.625000 Penalty: 4411.075684
	Iteration 34Q: 3 clusters Score -798507.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -798527.312500 Penalty: 4411.075684
	Iteration 35Q: 3 clusters Score -798527.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -798541.937500 Penalty: 4411.075684
	Iteration 36Q: 3 clusters Score -798541.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -798551.875000 Penalty: 4411.075684
	Iteration 37Q: 3 clusters Score -798551.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -798563.187500 Penalty: 4411.075684
	Iteration 38Q: 3 clusters Score -798563.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -798577.125000 Penalty: 4411.075684
	Iteration 39Q: 3 clusters Score -798577.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -798591.000000 Penalty: 4411.075684
	Iteration 40F: 3 clusters Score -798591 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -798601.625000 Penalty: 4411.075684
	Iteration 41Q: 3 clusters Score -798601.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -798615.812500 Penalty: 4411.075684
	Iteration 42Q: 3 clusters Score -798615.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -798618.687500 Penalty: 4411.075684
	Iteration 43Q: 3 clusters Score -798618.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -798621.937500 Penalty: 4411.075684
	Iteration 44Q: 3 clusters Score -798621.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -798627.187500 Penalty: 4411.075684
	Iteration 45Q: 3 clusters Score -798627.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -798633.750000 Penalty: 4411.075684
	Iteration 46Q: 3 clusters Score -798633.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -798645.062500 Penalty: 4411.075684
	Iteration 47Q: 3 clusters Score -798645.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -798652.937500 Penalty: 4411.075684
	Iteration 48Q: 3 clusters Score -798652.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -798656.875000 Penalty: 4411.075684
	Iteration 49Q: 3 clusters Score -798656.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -798660.625000 Penalty: 4411.075684
	Iteration 50Q: 3 clusters Score -798660.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -798663.562500 Penalty: 4411.075684
	Iteration 51Q: 3 clusters Score -798663.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -798667.250000 Penalty: 4411.075684
	Iteration 52Q: 3 clusters Score -798667.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -798672.187500 Penalty: 4411.075684
	Iteration 53Q: 3 clusters Score -798672.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -798675.250000 Penalty: 4411.075684
	Iteration 54Q: 3 clusters Score -798675.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -798679.250000 Penalty: 4411.075684
	Iteration 55Q: 3 clusters Score -798679.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -798681.812500 Penalty: 4411.075684
	Iteration 56Q: 3 clusters Score -798681.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -798682.375000 Penalty: 4411.075684
	Iteration 57Q: 3 clusters Score -798682.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -798686.625000 Penalty: 4411.075684
	Iteration 58Q: 3 clusters Score -798686.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -798687.750000 Penalty: 4411.075684
	Iteration 59Q: 3 clusters Score -798687.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -798687.187500 Penalty: 4411.075684
	Iteration 60F: 3 clusters Score -798687.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -798687.250000 Penalty: 4411.075684
	Iteration 61Q: 3 clusters Score -798687.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -798687.687500 Penalty: 4411.075684
	Iteration 62Q: 3 clusters Score -798687.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -798687.500000 Penalty: 4411.075684
	Iteration 63Q: 3 clusters Score -798687.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -798686.562500 Penalty: 4411.075684
	Iteration 64Q: 3 clusters Score -798686.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -798687.187500 Penalty: 4411.075684
	Iteration 65Q: 3 clusters Score -798687.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -798687.187500 Penalty: 4411.075684
	Iteration 66F: 3 clusters Score -798687.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Entering Unmasked Estep 
Score: -59757.660156 Penalty: 1521.620117
	Iteration 0F: 2 clusters Score -59757.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -58578.714844 Penalty: 3043.240234
	Iteration 0F: 3 clusters Score -58578.71 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -59466.105469 Penalty: 3043.240234
	Iteration 1F: 3 clusters Score -59466.11 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -59718.328125 Penalty: 3043.240234
	Iteration 2F: 3 clusters Score -59718.33 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -59879.996094 Penalty: 3043.240234
	Iteration 3Q: 3 clusters Score -59880 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -59991.839844 Penalty: 3043.240234
	Iteration 4Q: 3 clusters Score -59991.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -60031.089844 Penalty: 3043.240234
	Iteration 5Q: 3 clusters Score -60031.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -60072.957031 Penalty: 3043.240234
	Iteration 6Q: 3 clusters Score -60072.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -60112.277344 Penalty: 3043.240234
	Iteration 7Q: 3 clusters Score -60112.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -60183.722656 Penalty: 3043.240234
	Iteration 8Q: 3 clusters Score -60183.72 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -60343.050781 Penalty: 3043.240234
	Iteration 9Q: 3 clusters Score -60343.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -60343.050781 Penalty: 3043.240234
	Iteration 10F: 3 clusters Score -60343.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 15369 members 
Mstep: Class 3 contains 27081 members 
Mstep: Class 4 contains 35828 members 
Mstep: Class 5 contains 21378 members 
Mstep: Class 6 contains 660 members 
Mstep: Class 7 contains 2492 members 
Mstep: Class 8 contains 48707 members 
Mstep: Class 9 contains 29945 members 
Mstep: Class 10 contains 12115 members 
Mstep: Class 11 contains 4396 members 
Mstep: Class 12 contains 225591 members 
Mstep: Class 13 contains 9309 members 
Mstep: Class 14 contains 5313 members 
Mstep: Class 15 contains 26996 members 
Mstep: Class 16 contains 9433 members 
Mstep: Class 17 contains 10033 members 
Mstep: Class 18 contains 8384 members 
Mstep: Class 19 contains 163218 members 
Mstep: Class 20 contains 41570 members 
Mstep: Class 21 contains 12735 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 10773 members 
Mstep: Class 24 contains 4143 members 
Mstep: Class 25 contains 6732 members 
Mstep: Class 26 contains 60487 members 
Mstep: Class 27 contains 9622 members 
Mstep: Class 28 contains 6861 members 
Mstep: Class 29 contains 5297 members 
Mstep: Class 30 contains 8663 members 
Mstep: Class 31 contains 339 members 
Mstep: Class 32 contains 446 members 
Mstep: Class 33 contains 1802 members 
Mstep: Class 34 contains 8713 members 
Mstep: Class 35 contains 197295 members 
Mstep: Class 36 contains 2887 members 
Mstep: Class 37 contains 4610 members 
Mstep: Class 38 contains 2495 members 
Mstep: Class 39 contains 258 members 
Mstep: Class 40 contains 9951 members 
Mstep: Class 41 contains 27272 members 
Mstep: Class 42 contains 5083 members 
Mstep: Class 43 contains 12593 members 
Mstep: Class 44 contains 957 members 
Mstep: Class 45 contains 3732 members 
Mstep: Class 46 contains 945 members 
Mstep: Class 47 contains 13820 members 
Mstep: Class 48 contains 384 members 
Mstep: Class 49 contains 4137 members 
Mstep: Class 50 contains 237 members 
Mstep: Class 51 contains 419 members 
Mstep: Class 52 contains 38009 members 
Mstep: Class 53 contains 268 members 
Mstep: Class 54 contains 7283 members 
Mstep: Class 55 contains 160 members 
Mstep: Class 56 contains 6006 members 
Mstep: Class 57 contains 2957 members 
Mstep: Class 58 contains 845 members 
Mstep: Class 59 contains 407 members 
Mstep: Class 60 contains 1015 members 
Mstep: Class 61 contains 399 members 
Mstep: Class 62 contains 472 members 
Mstep: Class 63 contains 664 members 
Mstep: Class 64 contains 608 members 
Mstep: Class 65 contains 1091 members 
Mstep: Class 66 contains 434 members 
Mstep: Class 67 contains 385 members 
Mstep: Class 68 contains 703 members 
Mstep: Class 69 contains 507 members 
Mstep: Class 70 contains 236 members 
Mstep: Class 71 contains 399 members 
Mstep: Class 72 contains 302 members 
Entering Unmasked Estep 
Score: -147538400.000000 Penalty: 249769.578125
Splitting cluster 55 changes total score from -147539264.000000 to -147538400.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 56 (6006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Entering Unmasked Estep 
Score: -826457.812500 Penalty: 2157.727539
	Iteration 0F: 2 clusters Score -826457.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -821526.812500 Penalty: 4315.455078
	Iteration 0F: 3 clusters Score -821526.8 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -824471.000000 Penalty: 4315.455078
	Iteration 1F: 3 clusters Score -824471 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -825770.750000 Penalty: 4315.455078
	Iteration 2F: 3 clusters Score -825770.8 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -826476.500000 Penalty: 4315.455078
	Iteration 3F: 3 clusters Score -826476.5 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -826981.875000 Penalty: 4315.455078
	Iteration 4F: 3 clusters Score -826981.9 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -827337.187500 Penalty: 4315.455078
	Iteration 5Q: 3 clusters Score -827337.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -827633.625000 Penalty: 4315.455078
	Iteration 6Q: 3 clusters Score -827633.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -828051.812500 Penalty: 4315.455078
	Iteration 7Q: 3 clusters Score -828051.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -828547.000000 Penalty: 4315.455078
	Iteration 8Q: 3 clusters Score -828547 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -829152.937500 Penalty: 4315.455078
	Iteration 9Q: 3 clusters Score -829152.9 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -829858.937500 Penalty: 4315.455078
	Iteration 10Q: 3 clusters Score -829858.9 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -830487.375000 Penalty: 4315.455078
	Iteration 11Q: 3 clusters Score -830487.4 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -831129.125000 Penalty: 4315.455078
	Iteration 12Q: 3 clusters Score -831129.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -831634.500000 Penalty: 4315.455078
	Iteration 13Q: 3 clusters Score -831634.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -831935.562500 Penalty: 4315.455078
	Iteration 14Q: 3 clusters Score -831935.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -832045.625000 Penalty: 4315.455078
	Iteration 15Q: 3 clusters Score -832045.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -832115.125000 Penalty: 4315.455078
	Iteration 16Q: 3 clusters Score -832115.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -832199.250000 Penalty: 4315.455078
	Iteration 17Q: 3 clusters Score -832199.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -832288.250000 Penalty: 4315.455078
	Iteration 18Q: 3 clusters Score -832288.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -832394.250000 Penalty: 4315.455078
	Iteration 19Q: 3 clusters Score -832394.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -832553.562500 Penalty: 4315.455078
	Iteration 20F: 3 clusters Score -832553.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -832715.437500 Penalty: 4315.455078
	Iteration 21Q: 3 clusters Score -832715.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -832877.875000 Penalty: 4315.455078
	Iteration 22Q: 3 clusters Score -832877.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -832994.437500 Penalty: 4315.455078
	Iteration 23Q: 3 clusters Score -832994.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -833063.250000 Penalty: 4315.455078
	Iteration 24Q: 3 clusters Score -833063.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -833137.062500 Penalty: 4315.455078
	Iteration 25Q: 3 clusters Score -833137.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -833219.625000 Penalty: 4315.455078
	Iteration 26Q: 3 clusters Score -833219.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -833322.125000 Penalty: 4315.455078
	Iteration 27Q: 3 clusters Score -833322.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -833373.625000 Penalty: 4315.455078
	Iteration 28Q: 3 clusters Score -833373.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -833397.625000 Penalty: 4315.455078
	Iteration 29Q: 3 clusters Score -833397.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -833417.437500 Penalty: 4315.455078
	Iteration 30Q: 3 clusters Score -833417.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -833421.875000 Penalty: 4315.455078
	Iteration 31Q: 3 clusters Score -833421.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -833425.187500 Penalty: 4315.455078
	Iteration 32Q: 3 clusters Score -833425.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -833424.812500 Penalty: 4315.455078
	Iteration 33Q: 3 clusters Score -833424.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -833426.687500 Penalty: 4315.455078
	Iteration 34Q: 3 clusters Score -833426.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -833427.437500 Penalty: 4315.455078
	Iteration 35Q: 3 clusters Score -833427.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -833427.000000 Penalty: 4315.455078
	Iteration 36Q: 3 clusters Score -833427 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -833427.000000 Penalty: 4315.455078
	Iteration 37F: 3 clusters Score -833427 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 15369 members 
Mstep: Class 3 contains 27081 members 
Mstep: Class 4 contains 35828 members 
Mstep: Class 5 contains 21378 members 
Mstep: Class 6 contains 660 members 
Mstep: Class 7 contains 2492 members 
Mstep: Class 8 contains 48707 members 
Mstep: Class 9 contains 29945 members 
Mstep: Class 10 contains 12115 members 
Mstep: Class 11 contains 4396 members 
Mstep: Class 12 contains 225591 members 
Mstep: Class 13 contains 9309 members 
Mstep: Class 14 contains 5313 members 
Mstep: Class 15 contains 26996 members 
Mstep: Class 16 contains 9433 members 
Mstep: Class 17 contains 10033 members 
Mstep: Class 18 contains 8384 members 
Mstep: Class 19 contains 163218 members 
Mstep: Class 20 contains 41570 members 
Mstep: Class 21 contains 12735 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 10773 members 
Mstep: Class 24 contains 4143 members 
Mstep: Class 25 contains 6732 members 
Mstep: Class 26 contains 60487 members 
Mstep: Class 27 contains 9622 members 
Mstep: Class 28 contains 6861 members 
Mstep: Class 29 contains 5297 members 
Mstep: Class 30 contains 8663 members 
Mstep: Class 31 contains 339 members 
Mstep: Class 32 contains 446 members 
Mstep: Class 33 contains 1802 members 
Mstep: Class 34 contains 8713 members 
Mstep: Class 35 contains 197295 members 
Mstep: Class 36 contains 2887 members 
Mstep: Class 37 contains 4610 members 
Mstep: Class 38 contains 2495 members 
Mstep: Class 39 contains 258 members 
Mstep: Class 40 contains 9951 members 
Mstep: Class 41 contains 27272 members 
Mstep: Class 42 contains 5083 members 
Mstep: Class 43 contains 12593 members 
Mstep: Class 44 contains 957 members 
Mstep: Class 45 contains 3732 members 
Mstep: Class 46 contains 945 members 
Mstep: Class 47 contains 13820 members 
Mstep: Class 48 contains 384 members 
Mstep: Class 49 contains 4137 members 
Mstep: Class 50 contains 237 members 
Mstep: Class 51 contains 419 members 
Mstep: Class 52 contains 38009 members 
Mstep: Class 53 contains 268 members 
Mstep: Class 54 contains 7283 members 
Mstep: Class 55 contains 462 members 
Mstep: Class 56 contains 1806 members 
Mstep: Class 57 contains 2957 members 
Mstep: Class 58 contains 845 members 
Mstep: Class 59 contains 407 members 
Mstep: Class 60 contains 1015 members 
Mstep: Class 61 contains 399 members 
Mstep: Class 62 contains 472 members 
Mstep: Class 63 contains 664 members 
Mstep: Class 64 contains 608 members 
Mstep: Class 65 contains 1091 members 
Mstep: Class 66 contains 434 members 
Mstep: Class 67 contains 385 members 
Mstep: Class 68 contains 703 members 
Mstep: Class 69 contains 507 members 
Mstep: Class 70 contains 236 members 
Mstep: Class 71 contains 399 members 
Mstep: Class 72 contains 4200 members 
Entering Unmasked Estep 
Score: -147545968.000000 Penalty: 249769.578125
Splitting cluster 56 changes total score from -147539264.000000 to -147545968.000000
So it's getting split into cluster 72.
Entering ConstructFrom: 
Trying to split cluster 57 (2957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Entering Unmasked Estep 
Score: -370685.906250 Penalty: 1981.998779
	Iteration 0F: 2 clusters Score -370685.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -367430.500000 Penalty: 3963.997559
	Iteration 0F: 3 clusters Score -367430.5 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -368064.781250 Penalty: 3963.997559
	Iteration 1F: 3 clusters Score -368064.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -368225.625000 Penalty: 3963.997559
	Iteration 2F: 3 clusters Score -368225.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -368324.218750 Penalty: 3963.997559
	Iteration 3Q: 3 clusters Score -368324.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -368393.781250 Penalty: 3963.997559
	Iteration 4Q: 3 clusters Score -368393.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -368449.875000 Penalty: 3963.997559
	Iteration 5Q: 3 clusters Score -368449.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -368490.781250 Penalty: 3963.997559
	Iteration 6Q: 3 clusters Score -368490.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -368519.156250 Penalty: 3963.997559
	Iteration 7Q: 3 clusters Score -368519.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -368540.000000 Penalty: 3963.997559
	Iteration 8Q: 3 clusters Score -368540 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -368553.812500 Penalty: 3963.997559
	Iteration 9Q: 3 clusters Score -368553.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -368565.875000 Penalty: 3963.997559
	Iteration 10Q: 3 clusters Score -368565.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -368573.593750 Penalty: 3963.997559
	Iteration 11Q: 3 clusters Score -368573.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -368581.031250 Penalty: 3963.997559
	Iteration 12Q: 3 clusters Score -368581 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -368584.812500 Penalty: 3963.997559
	Iteration 13Q: 3 clusters Score -368584.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -368586.875000 Penalty: 3963.997559
	Iteration 14Q: 3 clusters Score -368586.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -368589.906250 Penalty: 3963.997559
	Iteration 15Q: 3 clusters Score -368589.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -368593.031250 Penalty: 3963.997559
	Iteration 16Q: 3 clusters Score -368593 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -368597.062500 Penalty: 3963.997559
	Iteration 17Q: 3 clusters Score -368597.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -368607.000000 Penalty: 3963.997559
	Iteration 18Q: 3 clusters Score -368607 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -368614.843750 Penalty: 3963.997559
	Iteration 19Q: 3 clusters Score -368614.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -368619.000000 Penalty: 3963.997559
	Iteration 20F: 3 clusters Score -368619 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -368623.250000 Penalty: 3963.997559
	Iteration 21Q: 3 clusters Score -368623.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -368627.843750 Penalty: 3963.997559
	Iteration 22Q: 3 clusters Score -368627.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -368632.656250 Penalty: 3963.997559
	Iteration 23Q: 3 clusters Score -368632.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -368640.906250 Penalty: 3963.997559
	Iteration 24Q: 3 clusters Score -368640.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -368651.218750 Penalty: 3963.997559
	Iteration 25Q: 3 clusters Score -368651.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -368659.312500 Penalty: 3963.997559
	Iteration 26Q: 3 clusters Score -368659.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -368664.125000 Penalty: 3963.997559
	Iteration 27Q: 3 clusters Score -368664.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -368669.812500 Penalty: 3963.997559
	Iteration 28Q: 3 clusters Score -368669.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -368673.906250 Penalty: 3963.997559
	Iteration 29Q: 3 clusters Score -368673.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -368674.843750 Penalty: 3963.997559
	Iteration 30Q: 3 clusters Score -368674.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -368676.593750 Penalty: 3963.997559
	Iteration 31Q: 3 clusters Score -368676.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -368680.031250 Penalty: 3963.997559
	Iteration 32Q: 3 clusters Score -368680 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -368682.937500 Penalty: 3963.997559
	Iteration 33Q: 3 clusters Score -368682.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -368683.531250 Penalty: 3963.997559
	Iteration 34Q: 3 clusters Score -368683.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -368684.843750 Penalty: 3963.997559
	Iteration 35Q: 3 clusters Score -368684.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -368685.093750 Penalty: 3963.997559
	Iteration 36Q: 3 clusters Score -368685.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -368685.093750 Penalty: 3963.997559
	Iteration 37F: 3 clusters Score -368685.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Entering Unmasked Estep 
Score: -56486.628906 Penalty: 1490.185669
	Iteration 0F: 2 clusters Score -56486.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -55198.035156 Penalty: 2980.371338
	Iteration 0F: 3 clusters Score -55198.04 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -55836.320312 Penalty: 2980.371338
	Iteration 1F: 3 clusters Score -55836.32 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -56125.792969 Penalty: 2980.371338
	Iteration 2F: 3 clusters Score -56125.79 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -56539.941406 Penalty: 2980.371338
	Iteration 3F: 3 clusters Score -56539.94 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -56898.355469 Penalty: 2980.371338
	Iteration 4Q: 3 clusters Score -56898.36 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -57057.878906 Penalty: 2980.371338
	Iteration 5Q: 3 clusters Score -57057.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -57200.144531 Penalty: 2980.371338
	Iteration 6Q: 3 clusters Score -57200.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -57237.929688 Penalty: 2980.371338
	Iteration 7Q: 3 clusters Score -57237.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -57348.601562 Penalty: 2980.371338
	Iteration 8Q: 3 clusters Score -57348.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -57361.546875 Penalty: 2980.371338
	Iteration 9Q: 3 clusters Score -57361.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -57368.503906 Penalty: 2980.371338
	Iteration 10Q: 3 clusters Score -57368.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -57387.945312 Penalty: 2980.371338
	Iteration 11Q: 3 clusters Score -57387.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -57393.945312 Penalty: 2980.371338
	Iteration 12Q: 3 clusters Score -57393.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -57393.945312 Penalty: 2980.371338
	Iteration 13F: 3 clusters Score -57393.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 15369 members 
Mstep: Class 3 contains 27081 members 
Mstep: Class 4 contains 35828 members 
Mstep: Class 5 contains 21378 members 
Mstep: Class 6 contains 660 members 
Mstep: Class 7 contains 2492 members 
Mstep: Class 8 contains 48707 members 
Mstep: Class 9 contains 29945 members 
Mstep: Class 10 contains 12115 members 
Mstep: Class 11 contains 4396 members 
Mstep: Class 12 contains 225591 members 
Mstep: Class 13 contains 9309 members 
Mstep: Class 14 contains 5313 members 
Mstep: Class 15 contains 26996 members 
Mstep: Class 16 contains 9433 members 
Mstep: Class 17 contains 10033 members 
Mstep: Class 18 contains 8384 members 
Mstep: Class 19 contains 163218 members 
Mstep: Class 20 contains 41570 members 
Mstep: Class 21 contains 12735 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 10773 members 
Mstep: Class 24 contains 4143 members 
Mstep: Class 25 contains 6732 members 
Mstep: Class 26 contains 60487 members 
Mstep: Class 27 contains 9622 members 
Mstep: Class 28 contains 6861 members 
Mstep: Class 29 contains 5297 members 
Mstep: Class 30 contains 8663 members 
Mstep: Class 31 contains 339 members 
Mstep: Class 32 contains 446 members 
Mstep: Class 33 contains 1802 members 
Mstep: Class 34 contains 8713 members 
Mstep: Class 35 contains 197295 members 
Mstep: Class 36 contains 2887 members 
Mstep: Class 37 contains 4610 members 
Mstep: Class 38 contains 2495 members 
Mstep: Class 39 contains 258 members 
Mstep: Class 40 contains 9951 members 
Mstep: Class 41 contains 27272 members 
Mstep: Class 42 contains 5083 members 
Mstep: Class 43 contains 12593 members 
Mstep: Class 44 contains 957 members 
Mstep: Class 45 contains 3732 members 
Mstep: Class 46 contains 945 members 
Mstep: Class 47 contains 13820 members 
Mstep: Class 48 contains 384 members 
Mstep: Class 49 contains 4137 members 
Mstep: Class 50 contains 237 members 
Mstep: Class 51 contains 419 members 
Mstep: Class 52 contains 38009 members 
Mstep: Class 53 contains 268 members 
Mstep: Class 54 contains 7283 members 
Mstep: Class 55 contains 462 members 
Mstep: Class 56 contains 1806 members 
Mstep: Class 57 contains 2957 members 
Mstep: Class 58 contains 845 members 
Mstep: Class 59 contains 157 members 
Mstep: Class 60 contains 1015 members 
Mstep: Class 61 contains 399 members 
Mstep: Class 62 contains 472 members 
Mstep: Class 63 contains 664 members 
Mstep: Class 64 contains 608 members 
Mstep: Class 65 contains 1091 members 
Mstep: Class 66 contains 434 members 
Mstep: Class 67 contains 385 members 
Mstep: Class 68 contains 703 members 
Mstep: Class 69 contains 507 members 
Mstep: Class 70 contains 236 members 
Mstep: Class 71 contains 399 members 
Mstep: Class 72 contains 4200 members 
Mstep: Class 73 contains 250 members 
Entering Unmasked Estep 
Score: -147544976.000000 Penalty: 253238.593750
Splitting cluster 59 changes total score from -147539264.000000 to -147544976.000000
So it's getting split into cluster 73.
Entering ConstructFrom: 
Trying to split cluster 60 (1015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Entering Unmasked Estep 
Score: -153234.984375 Penalty: 1716.815674
	Iteration 0F: 2 clusters Score -153235 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -151311.328125 Penalty: 3433.631348
	Iteration 0F: 3 clusters Score -151311.3 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -152109.218750 Penalty: 3433.631348
	Iteration 1F: 3 clusters Score -152109.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -152881.265625 Penalty: 3433.631348
	Iteration 2F: 3 clusters Score -152881.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -153563.375000 Penalty: 3433.631348
	Iteration 3F: 3 clusters Score -153563.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -154120.062500 Penalty: 3433.631348
	Iteration 4F: 3 clusters Score -154120.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -154222.437500 Penalty: 3433.631348
	Iteration 5Q: 3 clusters Score -154222.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -154294.687500 Penalty: 3433.631348
	Iteration 6Q: 3 clusters Score -154294.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -154363.468750 Penalty: 3433.631348
	Iteration 7Q: 3 clusters Score -154363.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -154367.390625 Penalty: 3433.631348
	Iteration 8Q: 3 clusters Score -154367.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -154367.390625 Penalty: 3433.631348
	Iteration 9F: 3 clusters Score -154367.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 15369 members 
Mstep: Class 3 contains 27081 members 
Mstep: Class 4 contains 35828 members 
Mstep: Class 5 contains 21378 members 
Mstep: Class 6 contains 660 members 
Mstep: Class 7 contains 2492 members 
Mstep: Class 8 contains 48707 members 
Mstep: Class 9 contains 29945 members 
Mstep: Class 10 contains 12115 members 
Mstep: Class 11 contains 4396 members 
Mstep: Class 12 contains 225591 members 
Mstep: Class 13 contains 9309 members 
Mstep: Class 14 contains 5313 members 
Mstep: Class 15 contains 26996 members 
Mstep: Class 16 contains 9433 members 
Mstep: Class 17 contains 10033 members 
Mstep: Class 18 contains 8384 members 
Mstep: Class 19 contains 163218 members 
Mstep: Class 20 contains 41570 members 
Mstep: Class 21 contains 12735 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 10773 members 
Mstep: Class 24 contains 4143 members 
Mstep: Class 25 contains 6732 members 
Mstep: Class 26 contains 60487 members 
Mstep: Class 27 contains 9622 members 
Mstep: Class 28 contains 6861 members 
Mstep: Class 29 contains 5297 members 
Mstep: Class 30 contains 8663 members 
Mstep: Class 31 contains 339 members 
Mstep: Class 32 contains 446 members 
Mstep: Class 33 contains 1802 members 
Mstep: Class 34 contains 8713 members 
Mstep: Class 35 contains 197295 members 
Mstep: Class 36 contains 2887 members 
Mstep: Class 37 contains 4610 members 
Mstep: Class 38 contains 2495 members 
Mstep: Class 39 contains 258 members 
Mstep: Class 40 contains 9951 members 
Mstep: Class 41 contains 27272 members 
Mstep: Class 42 contains 5083 members 
Mstep: Class 43 contains 12593 members 
Mstep: Class 44 contains 957 members 
Mstep: Class 45 contains 3732 members 
Mstep: Class 46 contains 945 members 
Mstep: Class 47 contains 13820 members 
Mstep: Class 48 contains 384 members 
Mstep: Class 49 contains 4137 members 
Mstep: Class 50 contains 237 members 
Mstep: Class 51 contains 419 members 
Mstep: Class 52 contains 38009 members 
Mstep: Class 53 contains 268 members 
Mstep: Class 54 contains 7283 members 
Mstep: Class 55 contains 462 members 
Mstep: Class 56 contains 1806 members 
Mstep: Class 57 contains 2957 members 
Mstep: Class 58 contains 845 members 
Mstep: Class 59 contains 157 members 
Mstep: Class 60 contains 634 members 
Mstep: Class 61 contains 399 members 
Mstep: Class 62 contains 472 members 
Mstep: Class 63 contains 664 members 
Mstep: Class 64 contains 608 members 
Mstep: Class 65 contains 1091 members 
Mstep: Class 66 contains 434 members 
Mstep: Class 67 contains 385 members 
Mstep: Class 68 contains 703 members 
Mstep: Class 69 contains 507 members 
Mstep: Class 70 contains 236 members 
Mstep: Class 71 contains 399 members 
Mstep: Class 72 contains 4200 members 
Mstep: Class 73 contains 250 members 
Mstep: Class 74 contains 381 members 
Entering Unmasked Estep 
Score: -147544224.000000 Penalty: 256707.609375
Splitting cluster 60 changes total score from -147539264.000000 to -147544224.000000
So it's getting split into cluster 74.
Entering ConstructFrom: 
Trying to split cluster 61 (399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Entering Unmasked Estep 
Score: -29429.947266 Penalty: 1485.262329
	Iteration 0F: 2 clusters Score -29429.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -28119.476562 Penalty: 2970.524658
	Iteration 0F: 3 clusters Score -28119.48 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -28445.041016 Penalty: 2970.524658
	Iteration 1F: 3 clusters Score -28445.04 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -28521.830078 Penalty: 2970.524658
	Iteration 2F: 3 clusters Score -28521.83 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -28557.527344 Penalty: 2970.524658
	Iteration 3Q: 3 clusters Score -28557.53 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -28582.087891 Penalty: 2970.524658
	Iteration 4Q: 3 clusters Score -28582.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -28589.105469 Penalty: 2970.524658
	Iteration 5Q: 3 clusters Score -28589.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -28604.056641 Penalty: 2970.524658
	Iteration 6Q: 3 clusters Score -28604.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -28615.330078 Penalty: 2970.524658
	Iteration 7Q: 3 clusters Score -28615.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -28615.330078 Penalty: 2970.524658
	Iteration 8F: 3 clusters Score -28615.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (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: -59375.132812 Penalty: 1526.930786
	Iteration 0F: 2 clusters Score -59375.13 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 239 members 
Entering Unmasked Estep 
Score: -57974.695312 Penalty: 3053.861572
	Iteration 0F: 3 clusters Score -57974.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -58727.644531 Penalty: 3053.861572
	Iteration 1F: 3 clusters Score -58727.64 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -59348.718750 Penalty: 3053.861572
	Iteration 2F: 3 clusters Score -59348.72 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -59711.542969 Penalty: 3053.861572
	Iteration 3F: 3 clusters Score -59711.54 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -59853.882812 Penalty: 3053.861572
	Iteration 4Q: 3 clusters Score -59853.88 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -60005.988281 Penalty: 3053.861572
	Iteration 5Q: 3 clusters Score -60005.99 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -60163.437500 Penalty: 3053.861572
	Iteration 6Q: 3 clusters Score -60163.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -60243.070312 Penalty: 3053.861572
	Iteration 7Q: 3 clusters Score -60243.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -60298.882812 Penalty: 3053.861572
	Iteration 8Q: 3 clusters Score -60298.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -60327.722656 Penalty: 3053.861572
	Iteration 9Q: 3 clusters Score -60327.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -60336.632812 Penalty: 3053.861572
	Iteration 10Q: 3 clusters Score -60336.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -60336.632812 Penalty: 3053.861572
	Iteration 11F: 3 clusters Score -60336.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 15369 members 
Mstep: Class 3 contains 27081 members 
Mstep: Class 4 contains 35828 members 
Mstep: Class 5 contains 21378 members 
Mstep: Class 6 contains 660 members 
Mstep: Class 7 contains 2492 members 
Mstep: Class 8 contains 48707 members 
Mstep: Class 9 contains 29945 members 
Mstep: Class 10 contains 12115 members 
Mstep: Class 11 contains 4396 members 
Mstep: Class 12 contains 225591 members 
Mstep: Class 13 contains 9309 members 
Mstep: Class 14 contains 5313 members 
Mstep: Class 15 contains 26996 members 
Mstep: Class 16 contains 9433 members 
Mstep: Class 17 contains 10033 members 
Mstep: Class 18 contains 8384 members 
Mstep: Class 19 contains 163218 members 
Mstep: Class 20 contains 41570 members 
Mstep: Class 21 contains 12735 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 10773 members 
Mstep: Class 24 contains 4143 members 
Mstep: Class 25 contains 6732 members 
Mstep: Class 26 contains 60487 members 
Mstep: Class 27 contains 9622 members 
Mstep: Class 28 contains 6861 members 
Mstep: Class 29 contains 5297 members 
Mstep: Class 30 contains 8663 members 
Mstep: Class 31 contains 339 members 
Mstep: Class 32 contains 446 members 
Mstep: Class 33 contains 1802 members 
Mstep: Class 34 contains 8713 members 
Mstep: Class 35 contains 197295 members 
Mstep: Class 36 contains 2887 members 
Mstep: Class 37 contains 4610 members 
Mstep: Class 38 contains 2495 members 
Mstep: Class 39 contains 258 members 
Mstep: Class 40 contains 9951 members 
Mstep: Class 41 contains 27272 members 
Mstep: Class 42 contains 5083 members 
Mstep: Class 43 contains 12593 members 
Mstep: Class 44 contains 957 members 
Mstep: Class 45 contains 3732 members 
Mstep: Class 46 contains 945 members 
Mstep: Class 47 contains 13820 members 
Mstep: Class 48 contains 384 members 
Mstep: Class 49 contains 4137 members 
Mstep: Class 50 contains 237 members 
Mstep: Class 51 contains 419 members 
Mstep: Class 52 contains 38009 members 
Mstep: Class 53 contains 268 members 
Mstep: Class 54 contains 7283 members 
Mstep: Class 55 contains 462 members 
Mstep: Class 56 contains 1806 members 
Mstep: Class 57 contains 2957 members 
Mstep: Class 58 contains 845 members 
Mstep: Class 59 contains 157 members 
Mstep: Class 60 contains 634 members 
Mstep: Class 61 contains 399 members 
Mstep: Class 62 contains 256 members 
Mstep: Class 63 contains 664 members 
Mstep: Class 64 contains 608 members 
Mstep: Class 65 contains 1091 members 
Mstep: Class 66 contains 434 members 
Mstep: Class 67 contains 385 members 
Mstep: Class 68 contains 703 members 
Mstep: Class 69 contains 507 members 
Mstep: Class 70 contains 236 members 
Mstep: Class 71 contains 399 members 
Mstep: Class 72 contains 4200 members 
Mstep: Class 73 contains 250 members 
Mstep: Class 74 contains 381 members 
Mstep: Class 75 contains 216 members 
Entering Unmasked Estep 
Score: -147543184.000000 Penalty: 260176.640625
Splitting cluster 62 changes total score from -147539264.000000 to -147543184.000000
So it's getting split into cluster 75.
Entering ConstructFrom: 
Trying to split cluster 63 (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: -93628.195312 Penalty: 1611.573975
	Iteration 0F: 2 clusters Score -93628.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -92129.390625 Penalty: 3223.147949
	Iteration 0F: 3 clusters Score -92129.39 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -93038.859375 Penalty: 3223.147949
	Iteration 1F: 3 clusters Score -93038.86 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -93633.023438 Penalty: 3223.147949
	Iteration 2F: 3 clusters Score -93633.02 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -94159.398438 Penalty: 3223.147949
	Iteration 3F: 3 clusters Score -94159.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -94495.703125 Penalty: 3223.147949
	Iteration 4F: 3 clusters Score -94495.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -94627.640625 Penalty: 3223.147949
	Iteration 5Q: 3 clusters Score -94627.64 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -94792.937500 Penalty: 3223.147949
	Iteration 6Q: 3 clusters Score -94792.94 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -94918.875000 Penalty: 3223.147949
	Iteration 7Q: 3 clusters Score -94918.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -94977.179688 Penalty: 3223.147949
	Iteration 8Q: 3 clusters Score -94977.18 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -95036.335938 Penalty: 3223.147949
	Iteration 9Q: 3 clusters Score -95036.34 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -95093.867188 Penalty: 3223.147949
	Iteration 10Q: 3 clusters Score -95093.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -95117.843750 Penalty: 3223.147949
	Iteration 11Q: 3 clusters Score -95117.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -95151.132812 Penalty: 3223.147949
	Iteration 12Q: 3 clusters Score -95151.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -95158.500000 Penalty: 3223.147949
	Iteration 13Q: 3 clusters Score -95158.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -95162.789062 Penalty: 3223.147949
	Iteration 14Q: 3 clusters Score -95162.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -95168.304688 Penalty: 3223.147949
	Iteration 15F: 3 clusters Score -95168.3 nChanged 2
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: -95173.367188 Penalty: 3223.147949
	Iteration 16Q: 3 clusters Score -95173.37 nChanged 2
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: -95180.445312 Penalty: 3223.147949
	Iteration 17Q: 3 clusters Score -95180.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -95188.531250 Penalty: 3223.147949
	Iteration 18Q: 3 clusters Score -95188.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -95221.984375 Penalty: 3223.147949
	Iteration 19Q: 3 clusters Score -95221.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -95259.210938 Penalty: 3223.147949
	Iteration 20F: 3 clusters Score -95259.21 nChanged 10
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: -95371.851562 Penalty: 3223.147949
	Iteration 21Q: 3 clusters Score -95371.85 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -95500.312500 Penalty: 3223.147949
	Iteration 22Q: 3 clusters Score -95500.31 nChanged 4
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: -95570.484375 Penalty: 3223.147949
	Iteration 23Q: 3 clusters Score -95570.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -95617.726562 Penalty: 3223.147949
	Iteration 24Q: 3 clusters Score -95617.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -95617.726562 Penalty: 3223.147949
	Iteration 25F: 3 clusters Score -95617.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 15369 members 
Mstep: Class 3 contains 27081 members 
Mstep: Class 4 contains 35828 members 
Mstep: Class 5 contains 21378 members 
Mstep: Class 6 contains 660 members 
Mstep: Class 7 contains 2492 members 
Mstep: Class 8 contains 48707 members 
Mstep: Class 9 contains 29945 members 
Mstep: Class 10 contains 12115 members 
Mstep: Class 11 contains 4396 members 
Mstep: Class 12 contains 225591 members 
Mstep: Class 13 contains 9309 members 
Mstep: Class 14 contains 5313 members 
Mstep: Class 15 contains 26996 members 
Mstep: Class 16 contains 9433 members 
Mstep: Class 17 contains 10033 members 
Mstep: Class 18 contains 8384 members 
Mstep: Class 19 contains 163218 members 
Mstep: Class 20 contains 41570 members 
Mstep: Class 21 contains 12735 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 10773 members 
Mstep: Class 24 contains 4143 members 
Mstep: Class 25 contains 6732 members 
Mstep: Class 26 contains 60487 members 
Mstep: Class 27 contains 9622 members 
Mstep: Class 28 contains 6861 members 
Mstep: Class 29 contains 5297 members 
Mstep: Class 30 contains 8663 members 
Mstep: Class 31 contains 339 members 
Mstep: Class 32 contains 446 members 
Mstep: Class 33 contains 1802 members 
Mstep: Class 34 contains 8713 members 
Mstep: Class 35 contains 197295 members 
Mstep: Class 36 contains 2887 members 
Mstep: Class 37 contains 4610 members 
Mstep: Class 38 contains 2495 members 
Mstep: Class 39 contains 258 members 
Mstep: Class 40 contains 9951 members 
Mstep: Class 41 contains 27272 members 
Mstep: Class 42 contains 5083 members 
Mstep: Class 43 contains 12593 members 
Mstep: Class 44 contains 957 members 
Mstep: Class 45 contains 3732 members 
Mstep: Class 46 contains 945 members 
Mstep: Class 47 contains 13820 members 
Mstep: Class 48 contains 384 members 
Mstep: Class 49 contains 4137 members 
Mstep: Class 50 contains 237 members 
Mstep: Class 51 contains 419 members 
Mstep: Class 52 contains 38009 members 
Mstep: Class 53 contains 268 members 
Mstep: Class 54 contains 7283 members 
Mstep: Class 55 contains 462 members 
Mstep: Class 56 contains 1806 members 
Mstep: Class 57 contains 2957 members 
Mstep: Class 58 contains 845 members 
Mstep: Class 59 contains 157 members 
Mstep: Class 60 contains 634 members 
Mstep: Class 61 contains 399 members 
Mstep: Class 62 contains 256 members 
Mstep: Class 63 contains 373 members 
Mstep: Class 64 contains 608 members 
Mstep: Class 65 contains 1091 members 
Mstep: Class 66 contains 434 members 
Mstep: Class 67 contains 385 members 
Mstep: Class 68 contains 703 members 
Mstep: Class 69 contains 507 members 
Mstep: Class 70 contains 236 members 
Mstep: Class 71 contains 399 members 
Mstep: Class 72 contains 4200 members 
Mstep: Class 73 contains 250 members 
Mstep: Class 74 contains 381 members 
Mstep: Class 75 contains 216 members 
Mstep: Class 76 contains 291 members 
Entering Unmasked Estep 
Score: -147543296.000000 Penalty: 263645.656250
Splitting cluster 63 changes total score from -147539264.000000 to -147543296.000000
So it's getting split into cluster 76.
Entering ConstructFrom: 
Trying to split cluster 64 (608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Entering Unmasked Estep 
Score: -87193.304688 Penalty: 1589.723389
	Iteration 0F: 2 clusters Score -87193.3 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 312 members 
Entering Unmasked Estep 
Score: -85661.031250 Penalty: 3179.446777
	Iteration 0F: 3 clusters Score -85661.03 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -86158.203125 Penalty: 3179.446777
	Iteration 1F: 3 clusters Score -86158.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -86408.539062 Penalty: 3179.446777
	Iteration 2F: 3 clusters Score -86408.54 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -86708.953125 Penalty: 3179.446777
	Iteration 3F: 3 clusters Score -86708.95 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -87002.726562 Penalty: 3179.446777
	Iteration 4F: 3 clusters Score -87002.73 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -87550.875000 Penalty: 3179.446777
	Iteration 5Q: 3 clusters Score -87550.88 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -88037.125000 Penalty: 3179.446777
	Iteration 6Q: 3 clusters Score -88037.12 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -88243.414062 Penalty: 3179.446777
	Iteration 7Q: 3 clusters Score -88243.41 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -88436.289062 Penalty: 3179.446777
	Iteration 8Q: 3 clusters Score -88436.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -88450.359375 Penalty: 3179.446777
	Iteration 9Q: 3 clusters Score -88450.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -88450.359375 Penalty: 3179.446777
	Iteration 10F: 3 clusters Score -88450.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 15369 members 
Mstep: Class 3 contains 27081 members 
Mstep: Class 4 contains 35828 members 
Mstep: Class 5 contains 21378 members 
Mstep: Class 6 contains 660 members 
Mstep: Class 7 contains 2492 members 
Mstep: Class 8 contains 48707 members 
Mstep: Class 9 contains 29945 members 
Mstep: Class 10 contains 12115 members 
Mstep: Class 11 contains 4396 members 
Mstep: Class 12 contains 225591 members 
Mstep: Class 13 contains 9309 members 
Mstep: Class 14 contains 5313 members 
Mstep: Class 15 contains 26996 members 
Mstep: Class 16 contains 9433 members 
Mstep: Class 17 contains 10033 members 
Mstep: Class 18 contains 8384 members 
Mstep: Class 19 contains 163218 members 
Mstep: Class 20 contains 41570 members 
Mstep: Class 21 contains 12735 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 10773 members 
Mstep: Class 24 contains 4143 members 
Mstep: Class 25 contains 6732 members 
Mstep: Class 26 contains 60487 members 
Mstep: Class 27 contains 9622 members 
Mstep: Class 28 contains 6861 members 
Mstep: Class 29 contains 5297 members 
Mstep: Class 30 contains 8663 members 
Mstep: Class 31 contains 339 members 
Mstep: Class 32 contains 446 members 
Mstep: Class 33 contains 1802 members 
Mstep: Class 34 contains 8713 members 
Mstep: Class 35 contains 197295 members 
Mstep: Class 36 contains 2887 members 
Mstep: Class 37 contains 4610 members 
Mstep: Class 38 contains 2495 members 
Mstep: Class 39 contains 258 members 
Mstep: Class 40 contains 9951 members 
Mstep: Class 41 contains 27272 members 
Mstep: Class 42 contains 5083 members 
Mstep: Class 43 contains 12593 members 
Mstep: Class 44 contains 957 members 
Mstep: Class 45 contains 3732 members 
Mstep: Class 46 contains 945 members 
Mstep: Class 47 contains 13820 members 
Mstep: Class 48 contains 384 members 
Mstep: Class 49 contains 4137 members 
Mstep: Class 50 contains 237 members 
Mstep: Class 51 contains 419 members 
Mstep: Class 52 contains 38009 members 
Mstep: Class 53 contains 268 members 
Mstep: Class 54 contains 7283 members 
Mstep: Class 55 contains 462 members 
Mstep: Class 56 contains 1806 members 
Mstep: Class 57 contains 2957 members 
Mstep: Class 58 contains 845 members 
Mstep: Class 59 contains 157 members 
Mstep: Class 60 contains 634 members 
Mstep: Class 61 contains 399 members 
Mstep: Class 62 contains 256 members 
Mstep: Class 63 contains 373 members 
Mstep: Class 64 contains 224 members 
Mstep: Class 65 contains 1091 members 
Mstep: Class 66 contains 434 members 
Mstep: Class 67 contains 385 members 
Mstep: Class 68 contains 703 members 
Mstep: Class 69 contains 507 members 
Mstep: Class 70 contains 236 members 
Mstep: Class 71 contains 399 members 
Mstep: Class 72 contains 4200 members 
Mstep: Class 73 contains 250 members 
Mstep: Class 74 contains 381 members 
Mstep: Class 75 contains 216 members 
Mstep: Class 76 contains 291 members 
Mstep: Class 77 contains 384 members 
Entering Unmasked Estep 
Score: -147542720.000000 Penalty: 267114.687500
Splitting cluster 64 changes total score from -147539264.000000 to -147542720.000000
So it's getting split into cluster 77.
Entering ConstructFrom: 
Trying to split cluster 65 (1091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Entering Unmasked Estep 
Score: -155452.515625 Penalty: 1734.722900
	Iteration 0F: 2 clusters Score -155452.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -153565.843750 Penalty: 3469.445801
	Iteration 0F: 3 clusters Score -153565.8 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -154663.062500 Penalty: 3469.445801
	Iteration 1F: 3 clusters Score -154663.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -155392.859375 Penalty: 3469.445801
	Iteration 2F: 3 clusters Score -155392.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -155856.843750 Penalty: 3469.445801
	Iteration 3F: 3 clusters Score -155856.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -156215.796875 Penalty: 3469.445801
	Iteration 4F: 3 clusters Score -156215.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -156309.062500 Penalty: 3469.445801
	Iteration 5Q: 3 clusters Score -156309.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -156329.890625 Penalty: 3469.445801
	Iteration 6Q: 3 clusters Score -156329.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -156351.750000 Penalty: 3469.445801
	Iteration 7Q: 3 clusters Score -156351.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -156373.765625 Penalty: 3469.445801
	Iteration 8Q: 3 clusters Score -156373.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -156436.640625 Penalty: 3469.445801
	Iteration 9Q: 3 clusters Score -156436.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -156695.718750 Penalty: 3469.445801
	Iteration 10Q: 3 clusters Score -156695.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -156787.843750 Penalty: 3469.445801
	Iteration 11Q: 3 clusters Score -156787.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -156862.703125 Penalty: 3469.445801
	Iteration 12Q: 3 clusters Score -156862.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -156980.203125 Penalty: 3469.445801
	Iteration 13Q: 3 clusters Score -156980.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -157018.640625 Penalty: 3469.445801
	Iteration 14Q: 3 clusters Score -157018.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -157048.609375 Penalty: 3469.445801
	Iteration 15Q: 3 clusters Score -157048.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -157061.890625 Penalty: 3469.445801
	Iteration 16Q: 3 clusters Score -157061.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -157075.093750 Penalty: 3469.445801
	Iteration 17Q: 3 clusters Score -157075.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -157093.234375 Penalty: 3469.445801
	Iteration 18Q: 3 clusters Score -157093.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -157103.343750 Penalty: 3469.445801
	Iteration 19Q: 3 clusters Score -157103.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -157103.343750 Penalty: 3469.445801
	Iteration 20F: 3 clusters Score -157103.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 15369 members 
Mstep: Class 3 contains 27081 members 
Mstep: Class 4 contains 35828 members 
Mstep: Class 5 contains 21378 members 
Mstep: Class 6 contains 660 members 
Mstep: Class 7 contains 2492 members 
Mstep: Class 8 contains 48707 members 
Mstep: Class 9 contains 29945 members 
Mstep: Class 10 contains 12115 members 
Mstep: Class 11 contains 4396 members 
Mstep: Class 12 contains 225591 members 
Mstep: Class 13 contains 9309 members 
Mstep: Class 14 contains 5313 members 
Mstep: Class 15 contains 26996 members 
Mstep: Class 16 contains 9433 members 
Mstep: Class 17 contains 10033 members 
Mstep: Class 18 contains 8384 members 
Mstep: Class 19 contains 163218 members 
Mstep: Class 20 contains 41570 members 
Mstep: Class 21 contains 12735 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 10773 members 
Mstep: Class 24 contains 4143 members 
Mstep: Class 25 contains 6732 members 
Mstep: Class 26 contains 60487 members 
Mstep: Class 27 contains 9622 members 
Mstep: Class 28 contains 6861 members 
Mstep: Class 29 contains 5297 members 
Mstep: Class 30 contains 8663 members 
Mstep: Class 31 contains 339 members 
Mstep: Class 32 contains 446 members 
Mstep: Class 33 contains 1802 members 
Mstep: Class 34 contains 8713 members 
Mstep: Class 35 contains 197295 members 
Mstep: Class 36 contains 2887 members 
Mstep: Class 37 contains 4610 members 
Mstep: Class 38 contains 2495 members 
Mstep: Class 39 contains 258 members 
Mstep: Class 40 contains 9951 members 
Mstep: Class 41 contains 27272 members 
Mstep: Class 42 contains 5083 members 
Mstep: Class 43 contains 12593 members 
Mstep: Class 44 contains 957 members 
Mstep: Class 45 contains 3732 members 
Mstep: Class 46 contains 945 members 
Mstep: Class 47 contains 13820 members 
Mstep: Class 48 contains 384 members 
Mstep: Class 49 contains 4137 members 
Mstep: Class 50 contains 237 members 
Mstep: Class 51 contains 419 members 
Mstep: Class 52 contains 38009 members 
Mstep: Class 53 contains 268 members 
Mstep: Class 54 contains 7283 members 
Mstep: Class 55 contains 462 members 
Mstep: Class 56 contains 1806 members 
Mstep: Class 57 contains 2957 members 
Mstep: Class 58 contains 845 members 
Mstep: Class 59 contains 157 members 
Mstep: Class 60 contains 634 members 
Mstep: Class 61 contains 399 members 
Mstep: Class 62 contains 256 members 
Mstep: Class 63 contains 373 members 
Mstep: Class 64 contains 224 members 
Mstep: Class 65 contains 748 members 
Mstep: Class 66 contains 434 members 
Mstep: Class 67 contains 385 members 
Mstep: Class 68 contains 703 members 
Mstep: Class 69 contains 507 members 
Mstep: Class 70 contains 236 members 
Mstep: Class 71 contains 399 members 
Mstep: Class 72 contains 4200 members 
Mstep: Class 73 contains 250 members 
Mstep: Class 74 contains 381 members 
Mstep: Class 75 contains 216 members 
Mstep: Class 76 contains 291 members 
Mstep: Class 77 contains 384 members 
Mstep: Class 78 contains 343 members 
Entering Unmasked Estep 
Score: -147542576.000000 Penalty: 270583.718750
Splitting cluster 65 changes total score from -147539264.000000 to -147542576.000000
So it's getting split into cluster 78.
Entering ConstructFrom: 
Trying to split cluster 66 (434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Entering Unmasked Estep 
Score: -40649.484375 Penalty: 1506.115112
	Iteration 0F: 2 clusters Score -40649.48 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 221 members 
Entering Unmasked Estep 
Score: -39264.457031 Penalty: 3012.230225
	Iteration 0F: 3 clusters Score -39264.46 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -39529.488281 Penalty: 3012.230225
	Iteration 1F: 3 clusters Score -39529.49 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -39666.816406 Penalty: 3012.230225
	Iteration 2F: 3 clusters Score -39666.82 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -39760.488281 Penalty: 3012.230225
	Iteration 3F: 3 clusters Score -39760.49 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -39814.914062 Penalty: 3012.230225
	Iteration 4Q: 3 clusters Score -39814.91 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -39865.218750 Penalty: 3012.230225
	Iteration 5Q: 3 clusters Score -39865.22 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -39902.605469 Penalty: 3012.230225
	Iteration 6Q: 3 clusters Score -39902.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -39944.457031 Penalty: 3012.230225
	Iteration 7Q: 3 clusters Score -39944.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -40012.457031 Penalty: 3012.230225
	Iteration 8Q: 3 clusters Score -40012.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -40033.945312 Penalty: 3012.230225
	Iteration 9Q: 3 clusters Score -40033.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -40053.937500 Penalty: 3012.230225
	Iteration 10Q: 3 clusters Score -40053.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -40087.023438 Penalty: 3012.230225
	Iteration 11Q: 3 clusters Score -40087.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -40091.023438 Penalty: 3012.230225
	Iteration 12Q: 3 clusters Score -40091.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -40095.378906 Penalty: 3012.230225
	Iteration 13Q: 3 clusters Score -40095.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -40097.789062 Penalty: 3012.230225
	Iteration 14Q: 3 clusters Score -40097.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -40099.664062 Penalty: 3012.230225
	Iteration 15Q: 3 clusters Score -40099.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -40102.820312 Penalty: 3012.230225
	Iteration 16Q: 3 clusters Score -40102.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -40104.035156 Penalty: 3012.230225
	Iteration 17Q: 3 clusters Score -40104.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -40105.308594 Penalty: 3012.230225
	Iteration 18F: 3 clusters Score -40105.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -40115.878906 Penalty: 3012.230225
	Iteration 19Q: 3 clusters Score -40115.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -40133.960938 Penalty: 3012.230225
	Iteration 20F: 3 clusters Score -40133.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -40151.496094 Penalty: 3012.230225
	Iteration 21Q: 3 clusters Score -40151.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -40199.582031 Penalty: 3012.230225
	Iteration 22Q: 3 clusters Score -40199.58 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -40267.984375 Penalty: 3012.230225
	Iteration 23Q: 3 clusters Score -40267.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -40341.394531 Penalty: 3012.230225
	Iteration 24Q: 3 clusters Score -40341.39 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -40478.191406 Penalty: 3012.230225
	Iteration 25Q: 3 clusters Score -40478.19 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -40636.242188 Penalty: 3012.230225
	Iteration 26Q: 3 clusters Score -40636.24 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -40747.804688 Penalty: 3012.230225
	Iteration 27Q: 3 clusters Score -40747.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -40806.351562 Penalty: 3012.230225
	Iteration 28Q: 3 clusters Score -40806.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -40844.703125 Penalty: 3012.230225
	Iteration 29Q: 3 clusters Score -40844.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -40853.105469 Penalty: 3012.230225
	Iteration 30Q: 3 clusters Score -40853.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -40856.195312 Penalty: 3012.230225
	Iteration 31Q: 3 clusters Score -40856.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -40860.828125 Penalty: 3012.230225
	Iteration 32F: 3 clusters Score -40860.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -40907.890625 Penalty: 3012.230225
	Iteration 33Q: 3 clusters Score -40907.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -40911.632812 Penalty: 3012.230225
	Iteration 34Q: 3 clusters Score -40911.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -40919.390625 Penalty: 3012.230225
	Iteration 35Q: 3 clusters Score -40919.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -40934.953125 Penalty: 3012.230225
	Iteration 36Q: 3 clusters Score -40934.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -40934.953125 Penalty: 3012.230225
	Iteration 37F: 3 clusters Score -40934.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 15369 members 
Mstep: Class 3 contains 27081 members 
Mstep: Class 4 contains 35828 members 
Mstep: Class 5 contains 21378 members 
Mstep: Class 6 contains 660 members 
Mstep: Class 7 contains 2492 members 
Mstep: Class 8 contains 48707 members 
Mstep: Class 9 contains 29945 members 
Mstep: Class 10 contains 12115 members 
Mstep: Class 11 contains 4396 members 
Mstep: Class 12 contains 225591 members 
Mstep: Class 13 contains 9309 members 
Mstep: Class 14 contains 5313 members 
Mstep: Class 15 contains 26996 members 
Mstep: Class 16 contains 9433 members 
Mstep: Class 17 contains 10033 members 
Mstep: Class 18 contains 8384 members 
Mstep: Class 19 contains 163218 members 
Mstep: Class 20 contains 41570 members 
Mstep: Class 21 contains 12735 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 10773 members 
Mstep: Class 24 contains 4143 members 
Mstep: Class 25 contains 6732 members 
Mstep: Class 26 contains 60487 members 
Mstep: Class 27 contains 9622 members 
Mstep: Class 28 contains 6861 members 
Mstep: Class 29 contains 5297 members 
Mstep: Class 30 contains 8663 members 
Mstep: Class 31 contains 339 members 
Mstep: Class 32 contains 446 members 
Mstep: Class 33 contains 1802 members 
Mstep: Class 34 contains 8713 members 
Mstep: Class 35 contains 197295 members 
Mstep: Class 36 contains 2887 members 
Mstep: Class 37 contains 4610 members 
Mstep: Class 38 contains 2495 members 
Mstep: Class 39 contains 258 members 
Mstep: Class 40 contains 9951 members 
Mstep: Class 41 contains 27272 members 
Mstep: Class 42 contains 5083 members 
Mstep: Class 43 contains 12593 members 
Mstep: Class 44 contains 957 members 
Mstep: Class 45 contains 3732 members 
Mstep: Class 46 contains 945 members 
Mstep: Class 47 contains 13820 members 
Mstep: Class 48 contains 384 members 
Mstep: Class 49 contains 4137 members 
Mstep: Class 50 contains 237 members 
Mstep: Class 51 contains 419 members 
Mstep: Class 52 contains 38009 members 
Mstep: Class 53 contains 268 members 
Mstep: Class 54 contains 7283 members 
Mstep: Class 55 contains 462 members 
Mstep: Class 56 contains 1806 members 
Mstep: Class 57 contains 2957 members 
Mstep: Class 58 contains 845 members 
Mstep: Class 59 contains 157 members 
Mstep: Class 60 contains 634 members 
Mstep: Class 61 contains 399 members 
Mstep: Class 62 contains 256 members 
Mstep: Class 63 contains 373 members 
Mstep: Class 64 contains 224 members 
Mstep: Class 65 contains 748 members 
Mstep: Class 66 contains 218 members 
Mstep: Class 67 contains 385 members 
Mstep: Class 68 contains 703 members 
Mstep: Class 69 contains 507 members 
Mstep: Class 70 contains 236 members 
Mstep: Class 71 contains 399 members 
Mstep: Class 72 contains 4200 members 
Mstep: Class 73 contains 250 members 
Mstep: Class 74 contains 381 members 
Mstep: Class 75 contains 216 members 
Mstep: Class 76 contains 291 members 
Mstep: Class 77 contains 384 members 
Mstep: Class 78 contains 343 members 
Mstep: Class 79 contains 216 members 
Entering Unmasked Estep 
Score: -147541072.000000 Penalty: 274052.718750
Splitting cluster 66 changes total score from -147539264.000000 to -147541072.000000
So it's getting split into cluster 79.
Entering ConstructFrom: 
Trying to split cluster 67 (385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Entering Unmasked Estep 
Score: -50331.664062 Penalty: 1476.404297
	Iteration 0F: 2 clusters Score -50331.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -49037.996094 Penalty: 2952.808594
	Iteration 0F: 3 clusters Score -49038 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -49527.339844 Penalty: 2952.808594
	Iteration 1F: 3 clusters Score -49527.34 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -49980.687500 Penalty: 2952.808594
	Iteration 2F: 3 clusters Score -49980.69 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -50431.648438 Penalty: 2952.808594
	Iteration 3F: 3 clusters Score -50431.65 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -50787.539062 Penalty: 2952.808594
	Iteration 4F: 3 clusters Score -50787.54 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -50954.355469 Penalty: 2952.808594
	Iteration 5Q: 3 clusters Score -50954.36 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -51107.589844 Penalty: 2952.808594
	Iteration 6Q: 3 clusters Score -51107.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -51191.246094 Penalty: 2952.808594
	Iteration 7Q: 3 clusters Score -51191.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -51319.976562 Penalty: 2952.808594
	Iteration 8Q: 3 clusters Score -51319.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -51387.238281 Penalty: 2952.808594
	Iteration 9Q: 3 clusters Score -51387.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -51400.253906 Penalty: 2952.808594
	Iteration 10Q: 3 clusters Score -51400.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -51440.503906 Penalty: 2952.808594
	Iteration 11F: 3 clusters Score -51440.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -51565.199219 Penalty: 2952.808594
	Iteration 12Q: 3 clusters Score -51565.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -51738.773438 Penalty: 2952.808594
	Iteration 13Q: 3 clusters Score -51738.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -51738.773438 Penalty: 2952.808594
	Iteration 14F: 3 clusters Score -51738.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 15369 members 
Mstep: Class 3 contains 27081 members 
Mstep: Class 4 contains 35828 members 
Mstep: Class 5 contains 21378 members 
Mstep: Class 6 contains 660 members 
Mstep: Class 7 contains 2492 members 
Mstep: Class 8 contains 48707 members 
Mstep: Class 9 contains 29945 members 
Mstep: Class 10 contains 12115 members 
Mstep: Class 11 contains 4396 members 
Mstep: Class 12 contains 225591 members 
Mstep: Class 13 contains 9309 members 
Mstep: Class 14 contains 5313 members 
Mstep: Class 15 contains 26996 members 
Mstep: Class 16 contains 9433 members 
Mstep: Class 17 contains 10033 members 
Mstep: Class 18 contains 8384 members 
Mstep: Class 19 contains 163218 members 
Mstep: Class 20 contains 41570 members 
Mstep: Class 21 contains 12735 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 10773 members 
Mstep: Class 24 contains 4143 members 
Mstep: Class 25 contains 6732 members 
Mstep: Class 26 contains 60487 members 
Mstep: Class 27 contains 9622 members 
Mstep: Class 28 contains 6861 members 
Mstep: Class 29 contains 5297 members 
Mstep: Class 30 contains 8663 members 
Mstep: Class 31 contains 339 members 
Mstep: Class 32 contains 446 members 
Mstep: Class 33 contains 1802 members 
Mstep: Class 34 contains 8713 members 
Mstep: Class 35 contains 197295 members 
Mstep: Class 36 contains 2887 members 
Mstep: Class 37 contains 4610 members 
Mstep: Class 38 contains 2495 members 
Mstep: Class 39 contains 258 members 
Mstep: Class 40 contains 9951 members 
Mstep: Class 41 contains 27272 members 
Mstep: Class 42 contains 5083 members 
Mstep: Class 43 contains 12593 members 
Mstep: Class 44 contains 957 members 
Mstep: Class 45 contains 3732 members 
Mstep: Class 46 contains 945 members 
Mstep: Class 47 contains 13820 members 
Mstep: Class 48 contains 384 members 
Mstep: Class 49 contains 4137 members 
Mstep: Class 50 contains 237 members 
Mstep: Class 51 contains 419 members 
Mstep: Class 52 contains 38009 members 
Mstep: Class 53 contains 268 members 
Mstep: Class 54 contains 7283 members 
Mstep: Class 55 contains 462 members 
Mstep: Class 56 contains 1806 members 
Mstep: Class 57 contains 2957 members 
Mstep: Class 58 contains 845 members 
Mstep: Class 59 contains 157 members 
Mstep: Class 60 contains 634 members 
Mstep: Class 61 contains 399 members 
Mstep: Class 62 contains 256 members 
Mstep: Class 63 contains 373 members 
Mstep: Class 64 contains 224 members 
Mstep: Class 65 contains 748 members 
Mstep: Class 66 contains 218 members 
Mstep: Class 67 contains 138 members 
Mstep: Class 68 contains 703 members 
Mstep: Class 69 contains 507 members 
Mstep: Class 70 contains 236 members 
Mstep: Class 71 contains 399 members 
Mstep: Class 72 contains 4200 members 
Mstep: Class 73 contains 250 members 
Mstep: Class 74 contains 381 members 
Mstep: Class 75 contains 216 members 
Mstep: Class 76 contains 291 members 
Mstep: Class 77 contains 384 members 
Mstep: Class 78 contains 343 members 
Mstep: Class 79 contains 216 members 
Mstep: Class 80 contains 247 members 
Entering Unmasked Estep 
Score: -147540528.000000 Penalty: 277521.750000
Splitting cluster 67 changes total score from -147539264.000000 to -147540528.000000
So it's getting split into cluster 80.
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 15369 members 
Mstep: Class 3 contains 27081 members 
Mstep: Class 4 contains 35828 members 
Mstep: Class 5 contains 21378 members 
Mstep: Class 6 contains 660 members 
Mstep: Class 7 contains 2492 members 
Mstep: Class 8 contains 48707 members 
Mstep: Class 9 contains 29945 members 
Mstep: Class 10 contains 12115 members 
Mstep: Class 11 contains 4396 members 
Mstep: Class 12 contains 225591 members 
Mstep: Class 13 contains 9309 members 
Mstep: Class 14 contains 5313 members 
Mstep: Class 15 contains 26996 members 
Mstep: Class 16 contains 9433 members 
Mstep: Class 17 contains 10033 members 
Mstep: Class 18 contains 8384 members 
Mstep: Class 19 contains 163218 members 
Mstep: Class 20 contains 41570 members 
Mstep: Class 21 contains 12735 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 10773 members 
Mstep: Class 24 contains 4143 members 
Mstep: Class 25 contains 6732 members 
Mstep: Class 26 contains 60487 members 
Mstep: Class 27 contains 9622 members 
Mstep: Class 28 contains 6861 members 
Mstep: Class 29 contains 5297 members 
Mstep: Class 30 contains 8663 members 
Mstep: Class 31 contains 339 members 
Mstep: Class 32 contains 446 members 
Mstep: Class 33 contains 1802 members 
Mstep: Class 34 contains 8713 members 
Mstep: Class 35 contains 197295 members 
Mstep: Class 36 contains 2887 members 
Mstep: Class 37 contains 4610 members 
Mstep: Class 38 contains 2495 members 
Mstep: Class 39 contains 258 members 
Mstep: Class 40 contains 9951 members 
Mstep: Class 41 contains 27272 members 
Mstep: Class 42 contains 5083 members 
Mstep: Class 43 contains 12593 members 
Mstep: Class 44 contains 957 members 
Mstep: Class 45 contains 3732 members 
Mstep: Class 46 contains 945 members 
Mstep: Class 47 contains 13820 members 
Mstep: Class 48 contains 384 members 
Mstep: Class 49 contains 4137 members 
Mstep: Class 50 contains 237 members 
Mstep: Class 51 contains 419 members 
Mstep: Class 52 contains 38009 members 
Mstep: Class 53 contains 268 members 
Mstep: Class 54 contains 7283 members 
Mstep: Class 55 contains 462 members 
Mstep: Class 56 contains 1806 members 
Mstep: Class 57 contains 2957 members 
Mstep: Class 59 contains 157 members 
Mstep: Class 60 contains 634 members 
Mstep: Class 61 contains 399 members 
Mstep: Class 62 contains 256 members 
Mstep: Class 63 contains 373 members 
Mstep: Class 64 contains 224 members 
Mstep: Class 65 contains 748 members 
Mstep: Class 66 contains 218 members 
Mstep: Class 67 contains 138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 79. Lose 2583.703125 but Gain 3469.031250
Score: -147542288.000000 Penalty: 274052.718750
Iteration 199Q: 80 clusters Score -1.475423e+08 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 15369 members 
Mstep: Class 3 contains 27082 members 
Mstep: Class 4 contains 35828 members 
Mstep: Class 5 contains 21378 members 
Mstep: Class 6 contains 682 members 
Mstep: Class 7 contains 2492 members 
Mstep: Class 8 contains 48715 members 
Mstep: Class 9 contains 29941 members 
Mstep: Class 10 contains 12115 members 
Mstep: Class 11 contains 4395 members 
Mstep: Class 12 contains 225592 members 
Mstep: Class 13 contains 9306 members 
Mstep: Class 14 contains 5311 members 
Mstep: Class 15 contains 26995 members 
Mstep: Class 16 contains 9433 members 
Mstep: Class 17 contains 10033 members 
Mstep: Class 18 contains 8384 members 
Mstep: Class 19 contains 163216 members 
Mstep: Class 20 contains 41569 members 
Mstep: Class 21 contains 12731 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 10773 members 
Mstep: Class 24 contains 4143 members 
Mstep: Class 25 contains 6741 members 
Mstep: Class 26 contains 60490 members 
Mstep: Class 27 contains 9621 members 
Mstep: Class 28 contains 6861 members 
Mstep: Class 29 contains 5297 members 
Mstep: Class 30 contains 8663 members 
Mstep: Class 31 contains 338 members 
Mstep: Class 32 contains 452 members 
Mstep: Class 33 contains 1802 members 
Mstep: Class 34 contains 8713 members 
Mstep: Class 35 contains 197290 members 
Mstep: Class 36 contains 2887 members 
Mstep: Class 37 contains 4610 members 
Mstep: Class 38 contains 2495 members 
Mstep: Class 39 contains 267 members 
Mstep: Class 40 contains 9950 members 
Mstep: Class 41 contains 27273 members 
Mstep: Class 42 contains 5083 members 
Mstep: Class 43 contains 12593 members 
Mstep: Class 44 contains 1002 members 
Mstep: Class 45 contains 3732 members 
Mstep: Class 46 contains 969 members 
Mstep: Class 47 contains 13820 members 
Mstep: Class 48 contains 391 members 
Mstep: Class 49 contains 4137 members 
Mstep: Class 50 contains 241 members 
Mstep: Class 51 contains 418 members 
Mstep: Class 52 contains 38012 members 
Mstep: Class 53 contains 272 members 
Mstep: Class 54 contains 7286 members 
Mstep: Class 55 contains 461 members 
Mstep: Class 56 contains 1817 members 
Mstep: Class 57 contains 2957 members 
Mstep: Class 58 contains 851 members 
Mstep: Class 59 contains 158 members 
Mstep: Class 60 contains 635 members 
Mstep: Class 61 contains 573 members 
Mstep: Class 62 contains 265 members 
Mstep: Class 63 contains 369 members 
Mstep: Class 64 contains 222 members 
Mstep: Class 65 contains 754 members 
Mstep: Class 66 contains 230 members 
Mstep: Class 67 contains 141 members 
Mstep: Class 68 contains 698 members 
Mstep: Class 69 contains 503 members 
Mstep: Class 70 contains 235 members 
Mstep: Class 71 contains 399 members 
Mstep: Class 72 contains 4075 members 
Mstep: Class 73 contains 249 members 
Mstep: Class 74 contains 381 members 
Mstep: Class 75 contains 213 members 
Mstep: Class 76 contains 301 members 
Mstep: Class 77 contains 383 members 
Mstep: Class 78 contains 342 members 
Mstep: Class 80 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147544336.000000 Penalty: 274052.718750
Iteration 200F: 80 clusters Score -1.475443e+08 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 15369 members 
Mstep: Class 3 contains 27082 members 
Mstep: Class 4 contains 35828 members 
Mstep: Class 5 contains 21378 members 
Mstep: Class 6 contains 671 members 
Mstep: Class 7 contains 2492 members 
Mstep: Class 8 contains 48718 members 
Mstep: Class 9 contains 29940 members 
Mstep: Class 10 contains 12115 members 
Mstep: Class 11 contains 4395 members 
Mstep: Class 12 contains 225590 members 
Mstep: Class 13 contains 9294 members 
Mstep: Class 14 contains 5309 members 
Mstep: Class 15 contains 26996 members 
Mstep: Class 16 contains 9432 members 
Mstep: Class 17 contains 10033 members 
Mstep: Class 18 contains 8383 members 
Mstep: Class 19 contains 163212 members 
Mstep: Class 20 contains 41569 members 
Mstep: Class 21 contains 12726 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 10773 members 
Mstep: Class 24 contains 4129 members 
Mstep: Class 25 contains 6749 members 
Mstep: Class 26 contains 60494 members 
Mstep: Class 27 contains 9620 members 
Mstep: Class 28 contains 6861 members 
Mstep: Class 29 contains 5297 members 
Mstep: Class 30 contains 8663 members 
Mstep: Class 31 contains 335 members 
Mstep: Class 32 contains 453 members 
Mstep: Class 33 contains 1802 members 
Mstep: Class 34 contains 8713 members 
Mstep: Class 35 contains 197293 members 
Mstep: Class 36 contains 2887 members 
Mstep: Class 37 contains 4610 members 
Mstep: Class 38 contains 2495 members 
Mstep: Class 39 contains 284 members 
Mstep: Class 40 contains 9951 members 
Mstep: Class 41 contains 27275 members 
Mstep: Class 42 contains 5083 members 
Mstep: Class 43 contains 12593 members 
Mstep: Class 44 contains 980 members 
Mstep: Class 45 contains 3731 members 
Mstep: Class 46 contains 974 members 
Mstep: Class 47 contains 13820 members 
Mstep: Class 48 contains 388 members 
Mstep: Class 49 contains 4137 members 
Mstep: Class 50 contains 254 members 
Mstep: Class 51 contains 418 members 
Mstep: Class 52 contains 38018 members 
Mstep: Class 53 contains 272 members 
Mstep: Class 54 contains 7285 members 
Mstep: Class 55 contains 453 members 
Mstep: Class 56 contains 1812 members 
Mstep: Class 57 contains 2957 members 
Mstep: Class 58 contains 848 members 
Mstep: Class 59 contains 157 members 
Mstep: Class 60 contains 635 members 
Mstep: Class 61 contains 565 members 
Mstep: Class 62 contains 269 members 
Mstep: Class 63 contains 368 members 
Mstep: Class 64 contains 222 members 
Mstep: Class 65 contains 752 members 
Mstep: Class 66 contains 231 members 
Mstep: Class 67 contains 143 members 
Mstep: Class 68 contains 715 members 
Mstep: Class 69 contains 501 members 
Mstep: Class 70 contains 237 members 
Mstep: Class 71 contains 399 members 
Mstep: Class 72 contains 4085 members 
Mstep: Class 73 contains 250 members 
Mstep: Class 74 contains 384 members 
Mstep: Class 75 contains 217 members 
Mstep: Class 76 contains 306 members 
Mstep: Class 77 contains 383 members 
Mstep: Class 78 contains 345 members 
Mstep: Class 80 contains 253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147545248.000000 Penalty: 274052.718750
Iteration 201Q: 80 clusters Score -1.475452e+08 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 15369 members 
Mstep: Class 3 contains 27081 members 
Mstep: Class 4 contains 35828 members 
Mstep: Class 5 contains 21378 members 
Mstep: Class 6 contains 677 members 
Mstep: Class 7 contains 2492 members 
Mstep: Class 8 contains 48724 members 
Mstep: Class 9 contains 29939 members 
Mstep: Class 10 contains 12115 members 
Mstep: Class 11 contains 4395 members 
Mstep: Class 12 contains 225591 members 
Mstep: Class 13 contains 9277 members 
Mstep: Class 14 contains 5307 members 
Mstep: Class 15 contains 26997 members 
Mstep: Class 16 contains 9434 members 
Mstep: Class 17 contains 10033 members 
Mstep: Class 18 contains 8383 members 
Mstep: Class 19 contains 163204 members 
Mstep: Class 20 contains 41571 members 
Mstep: Class 21 contains 12723 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 10773 members 
Mstep: Class 24 contains 4124 members 
Mstep: Class 25 contains 6750 members 
Mstep: Class 26 contains 60494 members 
Mstep: Class 27 contains 9620 members 
Mstep: Class 28 contains 6861 members 
Mstep: Class 29 contains 5298 members 
Mstep: Class 30 contains 8663 members 
Mstep: Class 31 contains 335 members 
Mstep: Class 32 contains 453 members 
Mstep: Class 33 contains 1802 members 
Mstep: Class 34 contains 8713 members 
Mstep: Class 35 contains 197296 members 
Mstep: Class 36 contains 2887 members 
Mstep: Class 37 contains 4610 members 
Mstep: Class 38 contains 2495 members 
Mstep: Class 39 contains 297 members 
Mstep: Class 40 contains 9953 members 
Mstep: Class 41 contains 27275 members 
Mstep: Class 42 contains 5083 members 
Mstep: Class 43 contains 12594 members 
Mstep: Class 44 contains 972 members 
Mstep: Class 45 contains 3730 members 
Mstep: Class 46 contains 974 members 
Mstep: Class 47 contains 13820 members 
Mstep: Class 48 contains 387 members 
Mstep: Class 49 contains 4137 members 
Mstep: Class 50 contains 271 members 
Mstep: Class 51 contains 418 members 
Mstep: Class 52 contains 38029 members 
Mstep: Class 53 contains 272 members 
Mstep: Class 54 contains 7286 members 
Mstep: Class 55 contains 450 members 
Mstep: Class 56 contains 1814 members 
Mstep: Class 57 contains 2957 members 
Mstep: Class 58 contains 833 members 
Mstep: Class 59 contains 156 members 
Mstep: Class 60 contains 635 members 
Mstep: Class 61 contains 557 members 
Mstep: Class 62 contains 267 members 
Mstep: Class 63 contains 367 members 
Mstep: Class 64 contains 222 members 
Mstep: Class 65 contains 751 members 
Mstep: Class 66 contains 229 members 
Mstep: Class 67 contains 144 members 
Mstep: Class 68 contains 722 members 
Mstep: Class 69 contains 503 members 
Mstep: Class 70 contains 234 members 
Mstep: Class 71 contains 399 members 
Mstep: Class 72 contains 4080 members 
Mstep: Class 73 contains 251 members 
Mstep: Class 74 contains 388 members 
Mstep: Class 75 contains 219 members 
Mstep: Class 76 contains 304 members 
Mstep: Class 77 contains 383 members 
Mstep: Class 78 contains 346 members 
Mstep: Class 80 contains 256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147545984.000000 Penalty: 274052.718750
Iteration 202Q: 80 clusters Score -1.47546e+08 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 15369 members 
Mstep: Class 3 contains 27081 members 
Mstep: Class 4 contains 35828 members 
Mstep: Class 5 contains 21377 members 
Mstep: Class 6 contains 672 members 
Mstep: Class 7 contains 2492 members 
Mstep: Class 8 contains 48728 members 
Mstep: Class 9 contains 29940 members 
Mstep: Class 10 contains 12115 members 
Mstep: Class 11 contains 4396 members 
Mstep: Class 12 contains 225588 members 
Mstep: Class 13 contains 9269 members 
Mstep: Class 14 contains 5305 members 
Mstep: Class 15 contains 26997 members 
Mstep: Class 16 contains 9436 members 
Mstep: Class 17 contains 10032 members 
Mstep: Class 18 contains 8383 members 
Mstep: Class 19 contains 163200 members 
Mstep: Class 20 contains 41568 members 
Mstep: Class 21 contains 12720 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 10773 members 
Mstep: Class 24 contains 4124 members 
Mstep: Class 25 contains 6751 members 
Mstep: Class 26 contains 60498 members 
Mstep: Class 27 contains 9620 members 
Mstep: Class 28 contains 6861 members 
Mstep: Class 29 contains 5299 members 
Mstep: Class 30 contains 8663 members 
Mstep: Class 31 contains 335 members 
Mstep: Class 32 contains 452 members 
Mstep: Class 33 contains 1802 members 
Mstep: Class 34 contains 8711 members 
Mstep: Class 35 contains 197296 members 
Mstep: Class 36 contains 2888 members 
Mstep: Class 37 contains 4610 members 
Mstep: Class 38 contains 2495 members 
Mstep: Class 39 contains 306 members 
Mstep: Class 40 contains 9952 members 
Mstep: Class 41 contains 27275 members 
Mstep: Class 42 contains 5083 members 
Mstep: Class 43 contains 12594 members 
Mstep: Class 44 contains 974 members 
Mstep: Class 45 contains 3730 members 
Mstep: Class 46 contains 977 members 
Mstep: Class 47 contains 13820 members 
Mstep: Class 48 contains 385 members 
Mstep: Class 49 contains 4137 members 
Mstep: Class 50 contains 275 members 
Mstep: Class 51 contains 418 members 
Mstep: Class 52 contains 38037 members 
Mstep: Class 53 contains 272 members 
Mstep: Class 54 contains 7290 members 
Mstep: Class 55 contains 450 members 
Mstep: Class 56 contains 1819 members 
Mstep: Class 57 contains 2957 members 
Mstep: Class 58 contains 820 members 
Mstep: Class 59 contains 155 members 
Mstep: Class 60 contains 635 members 
Mstep: Class 61 contains 550 members 
Mstep: Class 62 contains 269 members 
Mstep: Class 63 contains 367 members 
Mstep: Class 64 contains 222 members 
Mstep: Class 65 contains 747 members 
Mstep: Class 66 contains 230 members 
Mstep: Class 67 contains 145 members 
Mstep: Class 68 contains 721 members 
Mstep: Class 69 contains 502 members 
Mstep: Class 70 contains 231 members 
Mstep: Class 71 contains 399 members 
Mstep: Class 72 contains 4088 members 
Mstep: Class 73 contains 252 members 
Mstep: Class 74 contains 391 members 
Mstep: Class 75 contains 219 members 
Mstep: Class 76 contains 303 members 
Mstep: Class 77 contains 383 members 
Mstep: Class 78 contains 347 members 
Mstep: Class 80 contains 256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147546096.000000 Penalty: 274052.718750
Iteration 203Q: 80 clusters Score -1.475461e+08 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 15369 members 
Mstep: Class 3 contains 27081 members 
Mstep: Class 4 contains 35829 members 
Mstep: Class 5 contains 21378 members 
Mstep: Class 6 contains 663 members 
Mstep: Class 7 contains 2492 members 
Mstep: Class 8 contains 48736 members 
Mstep: Class 9 contains 29939 members 
Mstep: Class 10 contains 12115 members 
Mstep: Class 11 contains 4398 members 
Mstep: Class 12 contains 225582 members 
Mstep: Class 13 contains 9264 members 
Mstep: Class 14 contains 5302 members 
Mstep: Class 15 contains 26999 members 
Mstep: Class 16 contains 9438 members 
Mstep: Class 17 contains 10029 members 
Mstep: Class 18 contains 8383 members 
Mstep: Class 19 contains 163193 members 
Mstep: Class 20 contains 41565 members 
Mstep: Class 21 contains 12717 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 10773 members 
Mstep: Class 24 contains 4123 members 
Mstep: Class 25 contains 6753 members 
Mstep: Class 26 contains 60503 members 
Mstep: Class 27 contains 9620 members 
Mstep: Class 28 contains 6861 members 
Mstep: Class 29 contains 5299 members 
Mstep: Class 30 contains 8663 members 
Mstep: Class 31 contains 335 members 
Mstep: Class 32 contains 452 members 
Mstep: Class 33 contains 1802 members 
Mstep: Class 34 contains 8711 members 
Mstep: Class 35 contains 197293 members 
Mstep: Class 36 contains 2888 members 
Mstep: Class 37 contains 4610 members 
Mstep: Class 38 contains 2495 members 
Mstep: Class 39 contains 310 members 
Mstep: Class 40 contains 9956 members 
Mstep: Class 41 contains 27275 members 
Mstep: Class 42 contains 5084 members 
Mstep: Class 43 contains 12594 members 
Mstep: Class 44 contains 977 members 
Mstep: Class 45 contains 3730 members 
Mstep: Class 46 contains 979 members 
Mstep: Class 47 contains 13820 members 
Mstep: Class 48 contains 384 members 
Mstep: Class 49 contains 4138 members 
Mstep: Class 50 contains 282 members 
Mstep: Class 51 contains 418 members 
Mstep: Class 52 contains 38044 members 
Mstep: Class 53 contains 271 members 
Mstep: Class 54 contains 7288 members 
Mstep: Class 55 contains 450 members 
Mstep: Class 56 contains 1821 members 
Mstep: Class 57 contains 2957 members 
Mstep: Class 58 contains 816 members 
Mstep: Class 59 contains 155 members 
Mstep: Class 60 contains 635 members 
Mstep: Class 61 contains 548 members 
Mstep: Class 62 contains 270 members 
Mstep: Class 63 contains 367 members 
Mstep: Class 64 contains 222 members 
Mstep: Class 65 contains 747 members 
Mstep: Class 66 contains 230 members 
Mstep: Class 67 contains 148 members 
Mstep: Class 68 contains 722 members 
Mstep: Class 69 contains 503 members 
Mstep: Class 70 contains 227 members 
Mstep: Class 71 contains 399 members 
Mstep: Class 72 contains 4086 members 
Mstep: Class 73 contains 252 members 
Mstep: Class 74 contains 392 members 
Mstep: Class 75 contains 219 members 
Mstep: Class 76 contains 302 members 
Mstep: Class 77 contains 383 members 
Mstep: Class 78 contains 347 members 
Mstep: Class 80 contains 256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147546336.000000 Penalty: 274052.718750
Iteration 204Q: 80 clusters Score -1.475463e+08 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 15369 members 
Mstep: Class 3 contains 27082 members 
Mstep: Class 4 contains 35829 members 
Mstep: Class 5 contains 21379 members 
Mstep: Class 6 contains 659 members 
Mstep: Class 7 contains 2492 members 
Mstep: Class 8 contains 48743 members 
Mstep: Class 9 contains 29938 members 
Mstep: Class 10 contains 12113 members 
Mstep: Class 11 contains 4398 members 
Mstep: Class 12 contains 225583 members 
Mstep: Class 13 contains 9257 members 
Mstep: Class 14 contains 5299 members 
Mstep: Class 15 contains 27001 members 
Mstep: Class 16 contains 9438 members 
Mstep: Class 17 contains 10028 members 
Mstep: Class 18 contains 8383 members 
Mstep: Class 19 contains 163193 members 
Mstep: Class 20 contains 41563 members 
Mstep: Class 21 contains 12717 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 10773 members 
Mstep: Class 24 contains 4123 members 
Mstep: Class 25 contains 6753 members 
Mstep: Class 26 contains 60504 members 
Mstep: Class 27 contains 9619 members 
Mstep: Class 28 contains 6862 members 
Mstep: Class 29 contains 5298 members 
Mstep: Class 30 contains 8663 members 
Mstep: Class 31 contains 335 members 
Mstep: Class 32 contains 452 members 
Mstep: Class 33 contains 1802 members 
Mstep: Class 34 contains 8711 members 
Mstep: Class 35 contains 197289 members 
Mstep: Class 36 contains 2887 members 
Mstep: Class 37 contains 4610 members 
Mstep: Class 38 contains 2495 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 9958 members 
Mstep: Class 41 contains 27276 members 
Mstep: Class 42 contains 5083 members 
Mstep: Class 43 contains 12595 members 
Mstep: Class 44 contains 985 members 
Mstep: Class 45 contains 3730 members 
Mstep: Class 46 contains 983 members 
Mstep: Class 47 contains 13819 members 
Mstep: Class 48 contains 384 members 
Mstep: Class 49 contains 4139 members 
Mstep: Class 50 contains 294 members 
Mstep: Class 51 contains 418 members 
Mstep: Class 52 contains 38051 members 
Mstep: Class 53 contains 270 members 
Mstep: Class 54 contains 7287 members 
Mstep: Class 55 contains 451 members 
Mstep: Class 56 contains 1819 members 
Mstep: Class 57 contains 2957 members 
Mstep: Class 58 contains 815 members 
Mstep: Class 59 contains 155 members 
Mstep: Class 60 contains 635 members 
Mstep: Class 61 contains 548 members 
Mstep: Class 62 contains 271 members 
Mstep: Class 63 contains 367 members 
Mstep: Class 64 contains 222 members 
Mstep: Class 65 contains 747 members 
Mstep: Class 66 contains 230 members 
Mstep: Class 67 contains 150 members 
Mstep: Class 68 contains 722 members 
Mstep: Class 69 contains 503 members 
Mstep: Class 70 contains 217 members 
Mstep: Class 71 contains 399 members 
Mstep: Class 72 contains 4075 members 
Mstep: Class 73 contains 252 members 
Mstep: Class 74 contains 392 members 
Mstep: Class 75 contains 219 members 
Mstep: Class 76 contains 302 members 
Mstep: Class 77 contains 383 members 
Mstep: Class 78 contains 347 members 
Mstep: Class 80 contains 256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147546512.000000 Penalty: 274052.718750
Iteration 205Q: 80 clusters Score -1.475465e+08 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 15369 members 
Mstep: Class 3 contains 27083 members 
Mstep: Class 4 contains 35830 members 
Mstep: Class 5 contains 21376 members 
Mstep: Class 6 contains 658 members 
Mstep: Class 7 contains 2492 members 
Mstep: Class 8 contains 48751 members 
Mstep: Class 9 contains 29938 members 
Mstep: Class 10 contains 12113 members 
Mstep: Class 11 contains 4398 members 
Mstep: Class 12 contains 225580 members 
Mstep: Class 13 contains 9247 members 
Mstep: Class 14 contains 5299 members 
Mstep: Class 15 contains 27000 members 
Mstep: Class 16 contains 9437 members 
Mstep: Class 17 contains 10025 members 
Mstep: Class 18 contains 8383 members 
Mstep: Class 19 contains 163193 members 
Mstep: Class 20 contains 41561 members 
Mstep: Class 21 contains 12717 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 10773 members 
Mstep: Class 24 contains 4123 members 
Mstep: Class 25 contains 6753 members 
Mstep: Class 26 contains 60510 members 
Mstep: Class 27 contains 9619 members 
Mstep: Class 28 contains 6863 members 
Mstep: Class 29 contains 5298 members 
Mstep: Class 30 contains 8662 members 
Mstep: Class 31 contains 335 members 
Mstep: Class 32 contains 452 members 
Mstep: Class 33 contains 1802 members 
Mstep: Class 34 contains 8711 members 
Mstep: Class 35 contains 197287 members 
Mstep: Class 36 contains 2887 members 
Mstep: Class 37 contains 4610 members 
Mstep: Class 38 contains 2495 members 
Mstep: Class 39 contains 313 members 
Mstep: Class 40 contains 9958 members 
Mstep: Class 41 contains 27276 members 
Mstep: Class 42 contains 5083 members 
Mstep: Class 43 contains 12594 members 
Mstep: Class 44 contains 985 members 
Mstep: Class 45 contains 3729 members 
Mstep: Class 46 contains 983 members 
Mstep: Class 47 contains 13820 members 
Mstep: Class 48 contains 384 members 
Mstep: Class 49 contains 4140 members 
Mstep: Class 50 contains 298 members 
Mstep: Class 51 contains 418 members 
Mstep: Class 52 contains 38058 members 
Mstep: Class 53 contains 270 members 
Mstep: Class 54 contains 7288 members 
Mstep: Class 55 contains 451 members 
Mstep: Class 56 contains 1819 members 
Mstep: Class 57 contains 2957 members 
Mstep: Class 58 contains 815 members 
Mstep: Class 59 contains 155 members 
Mstep: Class 60 contains 635 members 
Mstep: Class 61 contains 547 members 
Mstep: Class 62 contains 271 members 
Mstep: Class 63 contains 367 members 
Mstep: Class 64 contains 222 members 
Mstep: Class 65 contains 746 members 
Mstep: Class 66 contains 230 members 
Mstep: Class 67 contains 150 members 
Mstep: Class 68 contains 722 members 
Mstep: Class 69 contains 503 members 
Mstep: Class 70 contains 215 members 
Mstep: Class 71 contains 399 members 
Mstep: Class 72 contains 4074 members 
Mstep: Class 73 contains 252 members 
Mstep: Class 74 contains 392 members 
Mstep: Class 75 contains 219 members 
Mstep: Class 76 contains 302 members 
Mstep: Class 77 contains 383 members 
Mstep: Class 78 contains 347 members 
Mstep: Class 80 contains 257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147546416.000000 Penalty: 274052.718750
Iteration 206Q: 80 clusters Score -1.475464e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 15368 members 
Mstep: Class 3 contains 27081 members 
Mstep: Class 4 contains 35831 members 
Mstep: Class 5 contains 21375 members 
Mstep: Class 6 contains 658 members 
Mstep: Class 7 contains 2492 members 
Mstep: Class 8 contains 48759 members 
Mstep: Class 9 contains 29937 members 
Mstep: Class 10 contains 12113 members 
Mstep: Class 11 contains 4398 members 
Mstep: Class 12 contains 225581 members 
Mstep: Class 13 contains 9239 members 
Mstep: Class 14 contains 5299 members 
Mstep: Class 15 contains 27001 members 
Mstep: Class 16 contains 9437 members 
Mstep: Class 17 contains 10022 members 
Mstep: Class 18 contains 8382 members 
Mstep: Class 19 contains 163191 members 
Mstep: Class 20 contains 41559 members 
Mstep: Class 21 contains 12715 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 10774 members 
Mstep: Class 24 contains 4123 members 
Mstep: Class 25 contains 6753 members 
Mstep: Class 26 contains 60510 members 
Mstep: Class 27 contains 9619 members 
Mstep: Class 28 contains 6864 members 
Mstep: Class 29 contains 5298 members 
Mstep: Class 30 contains 8661 members 
Mstep: Class 31 contains 335 members 
Mstep: Class 32 contains 452 members 
Mstep: Class 33 contains 1802 members 
Mstep: Class 34 contains 8711 members 
Mstep: Class 35 contains 197287 members 
Mstep: Class 36 contains 2887 members 
Mstep: Class 37 contains 4610 members 
Mstep: Class 38 contains 2495 members 
Mstep: Class 39 contains 314 members 
Mstep: Class 40 contains 9959 members 
Mstep: Class 41 contains 27276 members 
Mstep: Class 42 contains 5083 members 
Mstep: Class 43 contains 12595 members 
Mstep: Class 44 contains 984 members 
Mstep: Class 45 contains 3729 members 
Mstep: Class 46 contains 984 members 
Mstep: Class 47 contains 13821 members 
Mstep: Class 48 contains 384 members 
Mstep: Class 49 contains 4140 members 
Mstep: Class 50 contains 300 members 
Mstep: Class 51 contains 418 members 
Mstep: Class 52 contains 38066 members 
Mstep: Class 53 contains 270 members 
Mstep: Class 54 contains 7288 members 
Mstep: Class 55 contains 451 members 
Mstep: Class 56 contains 1819 members 
Mstep: Class 57 contains 2957 members 
Mstep: Class 58 contains 815 members 
Mstep: Class 59 contains 155 members 
Mstep: Class 60 contains 635 members 
Mstep: Class 61 contains 546 members 
Mstep: Class 62 contains 272 members 
Mstep: Class 63 contains 367 members 
Mstep: Class 64 contains 222 members 
Mstep: Class 65 contains 746 members 
Mstep: Class 66 contains 230 members 
Mstep: Class 67 contains 150 members 
Mstep: Class 68 contains 722 members 
Mstep: Class 69 contains 503 members 
Mstep: Class 70 contains 215 members 
Mstep: Class 71 contains 399 members 
Mstep: Class 72 contains 4071 members 
Mstep: Class 73 contains 252 members 
Mstep: Class 74 contains 392 members 
Mstep: Class 75 contains 219 members 
Mstep: Class 76 contains 302 members 
Mstep: Class 77 contains 383 members 
Mstep: Class 78 contains 347 members 
Mstep: Class 80 contains 257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147546352.000000 Penalty: 274052.718750
Iteration 207Q: 80 clusters Score -1.475464e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 15367 members 
Mstep: Class 3 contains 27079 members 
Mstep: Class 4 contains 35831 members 
Mstep: Class 5 contains 21375 members 
Mstep: Class 6 contains 657 members 
Mstep: Class 7 contains 2492 members 
Mstep: Class 8 contains 48765 members 
Mstep: Class 9 contains 29937 members 
Mstep: Class 10 contains 12113 members 
Mstep: Class 11 contains 4398 members 
Mstep: Class 12 contains 225578 members 
Mstep: Class 13 contains 9232 members 
Mstep: Class 14 contains 5299 members 
Mstep: Class 15 contains 27002 members 
Mstep: Class 16 contains 9438 members 
Mstep: Class 17 contains 10016 members 
Mstep: Class 18 contains 8382 members 
Mstep: Class 19 contains 163191 members 
Mstep: Class 20 contains 41559 members 
Mstep: Class 21 contains 12715 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 10774 members 
Mstep: Class 24 contains 4123 members 
Mstep: Class 25 contains 6753 members 
Mstep: Class 26 contains 60512 members 
Mstep: Class 27 contains 9619 members 
Mstep: Class 28 contains 6865 members 
Mstep: Class 29 contains 5298 members 
Mstep: Class 30 contains 8660 members 
Mstep: Class 31 contains 335 members 
Mstep: Class 32 contains 452 members 
Mstep: Class 33 contains 1802 members 
Mstep: Class 34 contains 8711 members 
Mstep: Class 35 contains 197286 members 
Mstep: Class 36 contains 2887 members 
Mstep: Class 37 contains 4611 members 
Mstep: Class 38 contains 2495 members 
Mstep: Class 39 contains 314 members 
Mstep: Class 40 contains 9959 members 
Mstep: Class 41 contains 27276 members 
Mstep: Class 42 contains 5083 members 
Mstep: Class 43 contains 12595 members 
Mstep: Class 44 contains 983 members 
Mstep: Class 45 contains 3729 members 
Mstep: Class 46 contains 985 members 
Mstep: Class 47 contains 13822 members 
Mstep: Class 48 contains 384 members 
Mstep: Class 49 contains 4140 members 
Mstep: Class 50 contains 300 members 
Mstep: Class 51 contains 418 members 
Mstep: Class 52 contains 38074 members 
Mstep: Class 53 contains 270 members 
Mstep: Class 54 contains 7288 members 
Mstep: Class 55 contains 451 members 
Mstep: Class 56 contains 1818 members 
Mstep: Class 57 contains 2957 members 
Mstep: Class 58 contains 815 members 
Mstep: Class 59 contains 155 members 
Mstep: Class 60 contains 635 members 
Mstep: Class 61 contains 546 members 
Mstep: Class 62 contains 273 members 
Mstep: Class 63 contains 367 members 
Mstep: Class 64 contains 222 members 
Mstep: Class 65 contains 746 members 
Mstep: Class 66 contains 230 members 
Mstep: Class 67 contains 150 members 
Mstep: Class 68 contains 722 members 
Mstep: Class 69 contains 503 members 
Mstep: Class 70 contains 215 members 
Mstep: Class 71 contains 399 members 
Mstep: Class 72 contains 4072 members 
Mstep: Class 73 contains 252 members 
Mstep: Class 74 contains 392 members 
Mstep: Class 75 contains 219 members 
Mstep: Class 76 contains 302 members 
Mstep: Class 77 contains 383 members 
Mstep: Class 78 contains 347 members 
Mstep: Class 80 contains 257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147546240.000000 Penalty: 274052.718750
Iteration 208Q: 80 clusters Score -1.475462e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 15367 members 
Mstep: Class 3 contains 27077 members 
Mstep: Class 4 contains 35832 members 
Mstep: Class 5 contains 21375 members 
Mstep: Class 6 contains 656 members 
Mstep: Class 7 contains 2492 members 
Mstep: Class 8 contains 48763 members 
Mstep: Class 9 contains 29938 members 
Mstep: Class 10 contains 12113 members 
Mstep: Class 11 contains 4398 members 
Mstep: Class 12 contains 225575 members 
Mstep: Class 13 contains 9226 members 
Mstep: Class 14 contains 5299 members 
Mstep: Class 15 contains 27002 members 
Mstep: Class 16 contains 9440 members 
Mstep: Class 17 contains 10013 members 
Mstep: Class 18 contains 8382 members 
Mstep: Class 19 contains 163190 members 
Mstep: Class 20 contains 41559 members 
Mstep: Class 21 contains 12713 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 10775 members 
Mstep: Class 24 contains 4123 members 
Mstep: Class 25 contains 6756 members 
Mstep: Class 26 contains 60516 members 
Mstep: Class 27 contains 9619 members 
Mstep: Class 28 contains 6865 members 
Mstep: Class 29 contains 5298 members 
Mstep: Class 30 contains 8660 members 
Mstep: Class 31 contains 335 members 
Mstep: Class 32 contains 452 members 
Mstep: Class 33 contains 1802 members 
Mstep: Class 34 contains 8711 members 
Mstep: Class 35 contains 197283 members 
Mstep: Class 36 contains 2887 members 
Mstep: Class 37 contains 4612 members 
Mstep: Class 38 contains 2495 members 
Mstep: Class 39 contains 314 members 
Mstep: Class 40 contains 9961 members 
Mstep: Class 41 contains 27276 members 
Mstep: Class 42 contains 5084 members 
Mstep: Class 43 contains 12595 members 
Mstep: Class 44 contains 984 members 
Mstep: Class 45 contains 3729 members 
Mstep: Class 46 contains 988 members 
Mstep: Class 47 contains 13823 members 
Mstep: Class 48 contains 384 members 
Mstep: Class 49 contains 4140 members 
Mstep: Class 50 contains 300 members 
Mstep: Class 51 contains 418 members 
Mstep: Class 52 contains 38079 members 
Mstep: Class 53 contains 270 members 
Mstep: Class 54 contains 7288 members 
Mstep: Class 55 contains 451 members 
Mstep: Class 56 contains 1817 members 
Mstep: Class 57 contains 2957 members 
Mstep: Class 58 contains 815 members 
Mstep: Class 59 contains 155 members 
Mstep: Class 60 contains 635 members 
Mstep: Class 61 contains 546 members 
Mstep: Class 62 contains 274 members 
Mstep: Class 63 contains 367 members 
Mstep: Class 64 contains 222 members 
Mstep: Class 65 contains 746 members 
Mstep: Class 66 contains 230 members 
Mstep: Class 67 contains 150 members 
Mstep: Class 68 contains 722 members 
Mstep: Class 69 contains 503 members 
Mstep: Class 70 contains 215 members 
Mstep: Class 71 contains 399 members 
Mstep: Class 72 contains 4068 members 
Mstep: Class 73 contains 252 members 
Mstep: Class 74 contains 392 members 
Mstep: Class 75 contains 219 members 
Mstep: Class 76 contains 302 members 
Mstep: Class 77 contains 383 members 
Mstep: Class 78 contains 347 members 
Mstep: Class 80 contains 258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147546480.000000 Penalty: 274052.718750
Iteration 209Q: 80 clusters Score -1.475465e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 15367 members 
Mstep: Class 3 contains 27076 members 
Mstep: Class 4 contains 35830 members 
Mstep: Class 5 contains 21376 members 
Mstep: Class 6 contains 653 members 
Mstep: Class 7 contains 2492 members 
Mstep: Class 8 contains 48766 members 
Mstep: Class 9 contains 29939 members 
Mstep: Class 10 contains 12113 members 
Mstep: Class 11 contains 4398 members 
Mstep: Class 12 contains 225571 members 
Mstep: Class 13 contains 9222 members 
Mstep: Class 14 contains 5299 members 
Mstep: Class 15 contains 27002 members 
Mstep: Class 16 contains 9440 members 
Mstep: Class 17 contains 10009 members 
Mstep: Class 18 contains 8382 members 
Mstep: Class 19 contains 163186 members 
Mstep: Class 20 contains 41556 members 
Mstep: Class 21 contains 12711 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 10775 members 
Mstep: Class 24 contains 4123 members 
Mstep: Class 25 contains 6758 members 
Mstep: Class 26 contains 60525 members 
Mstep: Class 27 contains 9619 members 
Mstep: Class 28 contains 6865 members 
Mstep: Class 29 contains 5298 members 
Mstep: Class 30 contains 8661 members 
Mstep: Class 31 contains 335 members 
Mstep: Class 32 contains 452 members 
Mstep: Class 33 contains 1802 members 
Mstep: Class 34 contains 8711 members 
Mstep: Class 35 contains 197281 members 
Mstep: Class 36 contains 2887 members 
Mstep: Class 37 contains 4613 members 
Mstep: Class 38 contains 2495 members 
Mstep: Class 39 contains 314 members 
Mstep: Class 40 contains 9961 members 
Mstep: Class 41 contains 27276 members 
Mstep: Class 42 contains 5085 members 
Mstep: Class 43 contains 12595 members 
Mstep: Class 44 contains 988 members 
Mstep: Class 45 contains 3729 members 
Mstep: Class 46 contains 988 members 
Mstep: Class 47 contains 13824 members 
Mstep: Class 48 contains 384 members 
Mstep: Class 49 contains 4140 members 
Mstep: Class 50 contains 300 members 
Mstep: Class 51 contains 418 members 
Mstep: Class 52 contains 38084 members 
Mstep: Class 53 contains 270 members 
Mstep: Class 54 contains 7288 members 
Mstep: Class 55 contains 451 members 
Mstep: Class 56 contains 1817 members 
Mstep: Class 57 contains 2957 members 
Mstep: Class 58 contains 815 members 
Mstep: Class 59 contains 155 members 
Mstep: Class 60 contains 635 members 
Mstep: Class 61 contains 546 members 
Mstep: Class 62 contains 274 members 
Mstep: Class 63 contains 367 members 
Mstep: Class 64 contains 222 members 
Mstep: Class 65 contains 746 members 
Mstep: Class 66 contains 230 members 
Mstep: Class 67 contains 150 members 
Mstep: Class 68 contains 722 members 
Mstep: Class 69 contains 503 members 
Mstep: Class 70 contains 215 members 
Mstep: Class 71 contains 399 members 
Mstep: Class 72 contains 4066 members 
Mstep: Class 73 contains 252 members 
Mstep: Class 74 contains 392 members 
Mstep: Class 75 contains 219 members 
Mstep: Class 76 contains 302 members 
Mstep: Class 77 contains 383 members 
Mstep: Class 78 contains 347 members 
Mstep: Class 80 contains 259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147546416.000000 Penalty: 274052.718750
Iteration 210Q: 80 clusters Score -1.475464e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 15367 members 
Mstep: Class 3 contains 27075 members 
Mstep: Class 4 contains 35830 members 
Mstep: Class 5 contains 21375 members 
Mstep: Class 6 contains 651 members 
Mstep: Class 7 contains 2492 members 
Mstep: Class 8 contains 48770 members 
Mstep: Class 9 contains 29939 members 
Mstep: Class 10 contains 12114 members 
Mstep: Class 11 contains 4398 members 
Mstep: Class 12 contains 225571 members 
Mstep: Class 13 contains 9214 members 
Mstep: Class 14 contains 5299 members 
Mstep: Class 15 contains 27002 members 
Mstep: Class 16 contains 9441 members 
Mstep: Class 17 contains 10001 members 
Mstep: Class 18 contains 8382 members 
Mstep: Class 19 contains 163188 members 
Mstep: Class 20 contains 41558 members 
Mstep: Class 21 contains 12710 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 10775 members 
Mstep: Class 24 contains 4123 members 
Mstep: Class 25 contains 6760 members 
Mstep: Class 26 contains 60525 members 
Mstep: Class 27 contains 9619 members 
Mstep: Class 28 contains 6865 members 
Mstep: Class 29 contains 5298 members 
Mstep: Class 30 contains 8661 members 
Mstep: Class 31 contains 335 members 
Mstep: Class 32 contains 452 members 
Mstep: Class 33 contains 1802 members 
Mstep: Class 34 contains 8711 members 
Mstep: Class 35 contains 197280 members 
Mstep: Class 36 contains 2887 members 
Mstep: Class 37 contains 4613 members 
Mstep: Class 38 contains 2495 members 
Mstep: Class 39 contains 314 members 
Mstep: Class 40 contains 9961 members 
Mstep: Class 41 contains 27276 members 
Mstep: Class 42 contains 5085 members 
Mstep: Class 43 contains 12595 members 
Mstep: Class 44 contains 989 members 
Mstep: Class 45 contains 3729 members 
Mstep: Class 46 contains 988 members 
Mstep: Class 47 contains 13824 members 
Mstep: Class 48 contains 384 members 
Mstep: Class 49 contains 4140 members 
Mstep: Class 50 contains 300 members 
Mstep: Class 51 contains 418 members 
Mstep: Class 52 contains 38092 members 
Mstep: Class 53 contains 270 members 
Mstep: Class 54 contains 7288 members 
Mstep: Class 55 contains 451 members 
Mstep: Class 56 contains 1817 members 
Mstep: Class 57 contains 2957 members 
Mstep: Class 58 contains 815 members 
Mstep: Class 59 contains 155 members 
Mstep: Class 60 contains 635 members 
Mstep: Class 61 contains 546 members 
Mstep: Class 62 contains 274 members 
Mstep: Class 63 contains 367 members 
Mstep: Class 64 contains 222 members 
Mstep: Class 65 contains 746 members 
Mstep: Class 66 contains 230 members 
Mstep: Class 67 contains 150 members 
Mstep: Class 68 contains 722 members 
Mstep: Class 69 contains 503 members 
Mstep: Class 70 contains 215 members 
Mstep: Class 71 contains 399 members 
Mstep: Class 72 contains 4067 members 
Mstep: Class 73 contains 252 members 
Mstep: Class 74 contains 392 members 
Mstep: Class 75 contains 219 members 
Mstep: Class 76 contains 302 members 
Mstep: Class 77 contains 383 members 
Mstep: Class 78 contains 347 members 
Mstep: Class 80 contains 259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147546432.000000 Penalty: 274052.718750
Iteration 211Q: 80 clusters Score -1.475464e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 15367 members 
Mstep: Class 3 contains 27076 members 
Mstep: Class 4 contains 35829 members 
Mstep: Class 5 contains 21375 members 
Mstep: Class 6 contains 650 members 
Mstep: Class 7 contains 2492 members 
Mstep: Class 8 contains 48778 members 
Mstep: Class 9 contains 29940 members 
Mstep: Class 10 contains 12114 members 
Mstep: Class 11 contains 4398 members 
Mstep: Class 12 contains 225572 members 
Mstep: Class 13 contains 9209 members 
Mstep: Class 14 contains 5299 members 
Mstep: Class 15 contains 27003 members 
Mstep: Class 16 contains 9441 members 
Mstep: Class 17 contains 9992 members 
Mstep: Class 18 contains 8382 members 
Mstep: Class 19 contains 163188 members 
Mstep: Class 20 contains 41557 members 
Mstep: Class 21 contains 12706 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 10775 members 
Mstep: Class 24 contains 4123 members 
Mstep: Class 25 contains 6762 members 
Mstep: Class 26 contains 60522 members 
Mstep: Class 27 contains 9619 members 
Mstep: Class 28 contains 6866 members 
Mstep: Class 29 contains 5298 members 
Mstep: Class 30 contains 8660 members 
Mstep: Class 31 contains 335 members 
Mstep: Class 32 contains 452 members 
Mstep: Class 33 contains 1802 members 
Mstep: Class 34 contains 8710 members 
Mstep: Class 35 contains 197280 members 
Mstep: Class 36 contains 2888 members 
Mstep: Class 37 contains 4613 members 
Mstep: Class 38 contains 2495 members 
Mstep: Class 39 contains 314 members 
Mstep: Class 40 contains 9962 members 
Mstep: Class 41 contains 27276 members 
Mstep: Class 42 contains 5086 members 
Mstep: Class 43 contains 12595 members 
Mstep: Class 44 contains 991 members 
Mstep: Class 45 contains 3729 members 
Mstep: Class 46 contains 988 members 
Mstep: Class 47 contains 13824 members 
Mstep: Class 48 contains 384 members 
Mstep: Class 49 contains 4140 members 
Mstep: Class 50 contains 300 members 
Mstep: Class 51 contains 418 members 
Mstep: Class 52 contains 38099 members 
Mstep: Class 53 contains 270 members 
Mstep: Class 54 contains 7288 members 
Mstep: Class 55 contains 451 members 
Mstep: Class 56 contains 1816 members 
Mstep: Class 57 contains 2957 members 
Mstep: Class 58 contains 815 members 
Mstep: Class 59 contains 155 members 
Mstep: Class 60 contains 635 members 
Mstep: Class 61 contains 546 members 
Mstep: Class 62 contains 274 members 
Mstep: Class 63 contains 367 members 
Mstep: Class 64 contains 222 members 
Mstep: Class 65 contains 746 members 
Mstep: Class 66 contains 230 members 
Mstep: Class 67 contains 150 members 
Mstep: Class 68 contains 722 members 
Mstep: Class 69 contains 503 members 
Mstep: Class 70 contains 215 members 
Mstep: Class 71 contains 399 members 
Mstep: Class 72 contains 4067 members 
Mstep: Class 73 contains 252 members 
Mstep: Class 74 contains 392 members 
Mstep: Class 75 contains 219 members 
Mstep: Class 76 contains 302 members 
Mstep: Class 77 contains 383 members 
Mstep: Class 78 contains 347 members 
Mstep: Class 80 contains 259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147546544.000000 Penalty: 274052.718750
Iteration 212Q: 80 clusters Score -1.475465e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 15366 members 
Mstep: Class 3 contains 27076 members 
Mstep: Class 4 contains 35828 members 
Mstep: Class 5 contains 21374 members 
Mstep: Class 6 contains 648 members 
Mstep: Class 7 contains 2492 members 
Mstep: Class 8 contains 48783 members 
Mstep: Class 9 contains 29942 members 
Mstep: Class 10 contains 12113 members 
Mstep: Class 11 contains 4398 members 
Mstep: Class 12 contains 225572 members 
Mstep: Class 13 contains 9205 members 
Mstep: Class 14 contains 5299 members 
Mstep: Class 15 contains 27005 members 
Mstep: Class 16 contains 9442 members 
Mstep: Class 17 contains 9983 members 
Mstep: Class 18 contains 8382 members 
Mstep: Class 19 contains 163189 members 
Mstep: Class 20 contains 41554 members 
Mstep: Class 21 contains 12703 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 10775 members 
Mstep: Class 24 contains 4123 members 
Mstep: Class 25 contains 6765 members 
Mstep: Class 26 contains 60525 members 
Mstep: Class 27 contains 9619 members 
Mstep: Class 28 contains 6867 members 
Mstep: Class 29 contains 5298 members 
Mstep: Class 30 contains 8660 members 
Mstep: Class 31 contains 335 members 
Mstep: Class 32 contains 452 members 
Mstep: Class 33 contains 1802 members 
Mstep: Class 34 contains 8709 members 
Mstep: Class 35 contains 197281 members 
Mstep: Class 36 contains 2888 members 
Mstep: Class 37 contains 4613 members 
Mstep: Class 38 contains 2495 members 
Mstep: Class 39 contains 314 members 
Mstep: Class 40 contains 9960 members 
Mstep: Class 41 contains 27276 members 
Mstep: Class 42 contains 5088 members 
Mstep: Class 43 contains 12595 members 
Mstep: Class 44 contains 993 members 
Mstep: Class 45 contains 3729 members 
Mstep: Class 46 contains 988 members 
Mstep: Class 47 contains 13824 members 
Mstep: Class 48 contains 384 members 
Mstep: Class 49 contains 4140 members 
Mstep: Class 50 contains 300 members 
Mstep: Class 51 contains 418 members 
Mstep: Class 52 contains 38104 members 
Mstep: Class 53 contains 270 members 
Mstep: Class 54 contains 7288 members 
Mstep: Class 55 contains 451 members 
Mstep: Class 56 contains 1816 members 
Mstep: Class 57 contains 2957 members 
Mstep: Class 58 contains 815 members 
Mstep: Class 59 contains 155 members 
Mstep: Class 60 contains 635 members 
Mstep: Class 61 contains 546 members 
Mstep: Class 62 contains 274 members 
Mstep: Class 63 contains 367 members 
Mstep: Class 64 contains 222 members 
Mstep: Class 65 contains 746 members 
Mstep: Class 66 contains 230 members 
Mstep: Class 67 contains 150 members 
Mstep: Class 68 contains 722 members 
Mstep: Class 69 contains 503 members 
Mstep: Class 70 contains 215 members 
Mstep: Class 71 contains 399 members 
Mstep: Class 72 contains 4067 members 
Mstep: Class 73 contains 252 members 
Mstep: Class 74 contains 392 members 
Mstep: Class 75 contains 219 members 
Mstep: Class 76 contains 302 members 
Mstep: Class 77 contains 383 members 
Mstep: Class 78 contains 347 members 
Mstep: Class 80 contains 259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147546576.000000 Penalty: 274052.718750
Iteration 213Q: 80 clusters Score -1.475466e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 15365 members 
Mstep: Class 3 contains 27076 members 
Mstep: Class 4 contains 35826 members 
Mstep: Class 5 contains 21373 members 
Mstep: Class 6 contains 647 members 
Mstep: Class 7 contains 2492 members 
Mstep: Class 8 contains 48785 members 
Mstep: Class 9 contains 29942 members 
Mstep: Class 10 contains 12110 members 
Mstep: Class 11 contains 4398 members 
Mstep: Class 12 contains 225575 members 
Mstep: Class 13 contains 9203 members 
Mstep: Class 14 contains 5299 members 
Mstep: Class 15 contains 27007 members 
Mstep: Class 16 contains 9443 members 
Mstep: Class 17 contains 9976 members 
Mstep: Class 18 contains 8382 members 
Mstep: Class 19 contains 163188 members 
Mstep: Class 20 contains 41553 members 
Mstep: Class 21 contains 12701 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 10775 members 
Mstep: Class 24 contains 4123 members 
Mstep: Class 25 contains 6767 members 
Mstep: Class 26 contains 60526 members 
Mstep: Class 27 contains 9619 members 
Mstep: Class 28 contains 6867 members 
Mstep: Class 29 contains 5299 members 
Mstep: Class 30 contains 8659 members 
Mstep: Class 31 contains 335 members 
Mstep: Class 32 contains 452 members 
Mstep: Class 33 contains 1802 members 
Mstep: Class 34 contains 8709 members 
Mstep: Class 35 contains 197282 members 
Mstep: Class 36 contains 2888 members 
Mstep: Class 37 contains 4613 members 
Mstep: Class 38 contains 2495 members 
Mstep: Class 39 contains 314 members 
Mstep: Class 40 contains 9961 members 
Mstep: Class 41 contains 27276 members 
Mstep: Class 42 contains 5087 members 
Mstep: Class 43 contains 12595 members 
Mstep: Class 44 contains 995 members 
Mstep: Class 45 contains 3729 members 
Mstep: Class 46 contains 988 members 
Mstep: Class 47 contains 13824 members 
Mstep: Class 48 contains 384 members 
Mstep: Class 49 contains 4141 members 
Mstep: Class 50 contains 300 members 
Mstep: Class 51 contains 418 members 
Mstep: Class 52 contains 38111 members 
Mstep: Class 53 contains 270 members 
Mstep: Class 54 contains 7288 members 
Mstep: Class 55 contains 451 members 
Mstep: Class 56 contains 1817 members 
Mstep: Class 57 contains 2957 members 
Mstep: Class 58 contains 815 members 
Mstep: Class 59 contains 155 members 
Mstep: Class 60 contains 635 members 
Mstep: Class 61 contains 546 members 
Mstep: Class 62 contains 274 members 
Mstep: Class 63 contains 367 members 
Mstep: Class 64 contains 222 members 
Mstep: Class 65 contains 746 members 
Mstep: Class 66 contains 230 members 
Mstep: Class 67 contains 150 members 
Mstep: Class 68 contains 722 members 
Mstep: Class 69 contains 503 members 
Mstep: Class 70 contains 215 members 
Mstep: Class 71 contains 399 members 
Mstep: Class 72 contains 4065 members 
Mstep: Class 73 contains 252 members 
Mstep: Class 74 contains 392 members 
Mstep: Class 75 contains 219 members 
Mstep: Class 76 contains 302 members 
Mstep: Class 77 contains 383 members 
Mstep: Class 78 contains 347 members 
Mstep: Class 80 contains 259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147546640.000000 Penalty: 274052.718750
Iteration 214Q: 80 clusters Score -1.475466e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 15365 members 
Mstep: Class 3 contains 27073 members 
Mstep: Class 4 contains 35825 members 
Mstep: Class 5 contains 21372 members 
Mstep: Class 6 contains 643 members 
Mstep: Class 7 contains 2492 members 
Mstep: Class 8 contains 48785 members 
Mstep: Class 9 contains 29942 members 
Mstep: Class 10 contains 12110 members 
Mstep: Class 11 contains 4398 members 
Mstep: Class 12 contains 225577 members 
Mstep: Class 13 contains 9198 members 
Mstep: Class 14 contains 5299 members 
Mstep: Class 15 contains 27007 members 
Mstep: Class 16 contains 9444 members 
Mstep: Class 17 contains 9969 members 
Mstep: Class 18 contains 8382 members 
Mstep: Class 19 contains 163189 members 
Mstep: Class 20 contains 41554 members 
Mstep: Class 21 contains 12702 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 10775 members 
Mstep: Class 24 contains 4123 members 
Mstep: Class 25 contains 6766 members 
Mstep: Class 26 contains 60526 members 
Mstep: Class 27 contains 9619 members 
Mstep: Class 28 contains 6867 members 
Mstep: Class 29 contains 5300 members 
Mstep: Class 30 contains 8661 members 
Mstep: Class 31 contains 335 members 
Mstep: Class 32 contains 452 members 
Mstep: Class 33 contains 1802 members 
Mstep: Class 34 contains 8709 members 
Mstep: Class 35 contains 197281 members 
Mstep: Class 36 contains 2889 members 
Mstep: Class 37 contains 4613 members 
Mstep: Class 38 contains 2495 members 
Mstep: Class 39 contains 314 members 
Mstep: Class 40 contains 9961 members 
Mstep: Class 41 contains 27276 members 
Mstep: Class 42 contains 5088 members 
Mstep: Class 43 contains 12595 members 
Mstep: Class 44 contains 998 members 
Mstep: Class 45 contains 3729 members 
Mstep: Class 46 contains 988 members 
Mstep: Class 47 contains 13826 members 
Mstep: Class 48 contains 384 members 
Mstep: Class 49 contains 4141 members 
Mstep: Class 50 contains 300 members 
Mstep: Class 51 contains 418 members 
Mstep: Class 52 contains 38116 members 
Mstep: Class 53 contains 270 members 
Mstep: Class 54 contains 7289 members 
Mstep: Class 55 contains 451 members 
Mstep: Class 56 contains 1817 members 
Mstep: Class 57 contains 2957 members 
Mstep: Class 58 contains 814 members 
Mstep: Class 59 contains 155 members 
Mstep: Class 60 contains 635 members 
Mstep: Class 61 contains 546 members 
Mstep: Class 62 contains 275 members 
Mstep: Class 63 contains 367 members 
Mstep: Class 64 contains 222 members 
Mstep: Class 65 contains 746 members 
Mstep: Class 66 contains 230 members 
Mstep: Class 67 contains 150 members 
Mstep: Class 68 contains 722 members 
Mstep: Class 69 contains 503 members 
Mstep: Class 70 contains 215 members 
Mstep: Class 71 contains 399 members 
Mstep: Class 72 contains 4066 members 
Mstep: Class 73 contains 252 members 
Mstep: Class 74 contains 392 members 
Mstep: Class 75 contains 219 members 
Mstep: Class 76 contains 302 members 
Mstep: Class 77 contains 383 members 
Mstep: Class 78 contains 347 members 
Mstep: Class 80 contains 259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147546672.000000 Penalty: 274052.718750
Iteration 215Q: 80 clusters Score -1.475467e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 15364 members 
Mstep: Class 3 contains 27069 members 
Mstep: Class 4 contains 35825 members 
Mstep: Class 5 contains 21372 members 
Mstep: Class 6 contains 641 members 
Mstep: Class 7 contains 2492 members 
Mstep: Class 8 contains 48788 members 
Mstep: Class 9 contains 29942 members 
Mstep: Class 10 contains 12110 members 
Mstep: Class 11 contains 4398 members 
Mstep: Class 12 contains 225577 members 
Mstep: Class 13 contains 9195 members 
Mstep: Class 14 contains 5299 members 
Mstep: Class 15 contains 27008 members 
Mstep: Class 16 contains 9444 members 
Mstep: Class 17 contains 9964 members 
Mstep: Class 18 contains 8382 members 
Mstep: Class 19 contains 163186 members 
Mstep: Class 20 contains 41554 members 
Mstep: Class 21 contains 12702 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 10775 members 
Mstep: Class 24 contains 4123 members 
Mstep: Class 25 contains 6766 members 
Mstep: Class 26 contains 60525 members 
Mstep: Class 27 contains 9619 members 
Mstep: Class 28 contains 6867 members 
Mstep: Class 29 contains 5301 members 
Mstep: Class 30 contains 8663 members 
Mstep: Class 31 contains 335 members 
Mstep: Class 32 contains 452 members 
Mstep: Class 33 contains 1802 members 
Mstep: Class 34 contains 8709 members 
Mstep: Class 35 contains 197282 members 
Mstep: Class 36 contains 2889 members 
Mstep: Class 37 contains 4613 members 
Mstep: Class 38 contains 2495 members 
Mstep: Class 39 contains 314 members 
Mstep: Class 40 contains 9961 members 
Mstep: Class 41 contains 27276 members 
Mstep: Class 42 contains 5088 members 
Mstep: Class 43 contains 12595 members 
Mstep: Class 44 contains 1001 members 
Mstep: Class 45 contains 3729 members 
Mstep: Class 46 contains 988 members 
Mstep: Class 47 contains 13828 members 
Mstep: Class 48 contains 384 members 
Mstep: Class 49 contains 4141 members 
Mstep: Class 50 contains 300 members 
Mstep: Class 51 contains 418 members 
Mstep: Class 52 contains 38123 members 
Mstep: Class 53 contains 270 members 
Mstep: Class 54 contains 7289 members 
Mstep: Class 55 contains 451 members 
Mstep: Class 56 contains 1817 members 
Mstep: Class 57 contains 2957 members 
Mstep: Class 58 contains 814 members 
Mstep: Class 59 contains 155 members 
Mstep: Class 60 contains 635 members 
Mstep: Class 61 contains 546 members 
Mstep: Class 62 contains 275 members 
Mstep: Class 63 contains 367 members 
Mstep: Class 64 contains 222 members 
Mstep: Class 65 contains 746 members 
Mstep: Class 66 contains 230 members 
Mstep: Class 67 contains 150 members 
Mstep: Class 68 contains 722 members 
Mstep: Class 69 contains 503 members 
Mstep: Class 70 contains 215 members 
Mstep: Class 71 contains 399 members 
Mstep: Class 72 contains 4065 members 
Mstep: Class 73 contains 252 members 
Mstep: Class 74 contains 392 members 
Mstep: Class 75 contains 219 members 
Mstep: Class 76 contains 302 members 
Mstep: Class 77 contains 383 members 
Mstep: Class 78 contains 347 members 
Mstep: Class 80 contains 259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147546704.000000 Penalty: 274052.718750
Iteration 216Q: 80 clusters Score -1.475467e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 15362 members 
Mstep: Class 3 contains 27068 members 
Mstep: Class 4 contains 35826 members 
Mstep: Class 5 contains 21372 members 
Mstep: Class 6 contains 641 members 
Mstep: Class 7 contains 2492 members 
Mstep: Class 8 contains 48790 members 
Mstep: Class 9 contains 29943 members 
Mstep: Class 10 contains 12110 members 
Mstep: Class 11 contains 4398 members 
Mstep: Class 12 contains 225575 members 
Mstep: Class 13 contains 9193 members 
Mstep: Class 14 contains 5299 members 
Mstep: Class 15 contains 27008 members 
Mstep: Class 16 contains 9443 members 
Mstep: Class 17 contains 9958 members 
Mstep: Class 18 contains 8382 members 
Mstep: Class 19 contains 163184 members 
Mstep: Class 20 contains 41554 members 
Mstep: Class 21 contains 12702 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 10775 members 
Mstep: Class 24 contains 4123 members 
Mstep: Class 25 contains 6766 members 
Mstep: Class 26 contains 60525 members 
Mstep: Class 27 contains 9619 members 
Mstep: Class 28 contains 6867 members 
Mstep: Class 29 contains 5302 members 
Mstep: Class 30 contains 8663 members 
Mstep: Class 31 contains 335 members 
Mstep: Class 32 contains 452 members 
Mstep: Class 33 contains 1802 members 
Mstep: Class 34 contains 8709 members 
Mstep: Class 35 contains 197282 members 
Mstep: Class 36 contains 2889 members 
Mstep: Class 37 contains 4614 members 
Mstep: Class 38 contains 2495 members 
Mstep: Class 39 contains 314 members 
Mstep: Class 40 contains 9961 members 
Mstep: Class 41 contains 27276 members 
Mstep: Class 42 contains 5088 members 
Mstep: Class 43 contains 12594 members 
Mstep: Class 44 contains 1001 members 
Mstep: Class 45 contains 3729 members 
Mstep: Class 46 contains 988 members 
Mstep: Class 47 contains 13830 members 
Mstep: Class 48 contains 384 members 
Mstep: Class 49 contains 4141 members 
Mstep: Class 50 contains 300 members 
Mstep: Class 51 contains 418 members 
Mstep: Class 52 contains 38132 members 
Mstep: Class 53 contains 270 members 
Mstep: Class 54 contains 7289 members 
Mstep: Class 55 contains 451 members 
Mstep: Class 56 contains 1817 members 
Mstep: Class 57 contains 2957 members 
Mstep: Class 58 contains 814 members 
Mstep: Class 59 contains 155 members 
Mstep: Class 60 contains 635 members 
Mstep: Class 61 contains 546 members 
Mstep: Class 62 contains 274 members 
Mstep: Class 63 contains 367 members 
Mstep: Class 64 contains 222 members 
Mstep: Class 65 contains 746 members 
Mstep: Class 66 contains 230 members 
Mstep: Class 67 contains 150 members 
Mstep: Class 68 contains 722 members 
Mstep: Class 69 contains 503 members 
Mstep: Class 70 contains 215 members 
Mstep: Class 71 contains 399 members 
Mstep: Class 72 contains 4066 members 
Mstep: Class 73 contains 252 members 
Mstep: Class 74 contains 392 members 
Mstep: Class 75 contains 219 members 
Mstep: Class 76 contains 302 members 
Mstep: Class 77 contains 383 members 
Mstep: Class 78 contains 347 members 
Mstep: Class 80 contains 259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147546656.000000 Penalty: 274052.718750
Iteration 217Q: 80 clusters Score -1.475467e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 15363 members 
Mstep: Class 3 contains 27067 members 
Mstep: Class 4 contains 35826 members 
Mstep: Class 5 contains 21372 members 
Mstep: Class 6 contains 641 members 
Mstep: Class 7 contains 2492 members 
Mstep: Class 8 contains 48789 members 
Mstep: Class 9 contains 29943 members 
Mstep: Class 10 contains 12109 members 
Mstep: Class 11 contains 4398 members 
Mstep: Class 12 contains 225574 members 
Mstep: Class 13 contains 9193 members 
Mstep: Class 14 contains 5299 members 
Mstep: Class 15 contains 27008 members 
Mstep: Class 16 contains 9443 members 
Mstep: Class 17 contains 9952 members 
Mstep: Class 18 contains 8382 members 
Mstep: Class 19 contains 163183 members 
Mstep: Class 20 contains 41554 members 
Mstep: Class 21 contains 12703 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 10775 members 
Mstep: Class 24 contains 4123 members 
Mstep: Class 25 contains 6767 members 
Mstep: Class 26 contains 60527 members 
Mstep: Class 27 contains 9619 members 
Mstep: Class 28 contains 6867 members 
Mstep: Class 29 contains 5303 members 
Mstep: Class 30 contains 8663 members 
Mstep: Class 31 contains 335 members 
Mstep: Class 32 contains 452 members 
Mstep: Class 33 contains 1802 members 
Mstep: Class 34 contains 8709 members 
Mstep: Class 35 contains 197280 members 
Mstep: Class 36 contains 2889 members 
Mstep: Class 37 contains 4615 members 
Mstep: Class 38 contains 2495 members 
Mstep: Class 39 contains 314 members 
Mstep: Class 40 contains 9961 members 
Mstep: Class 41 contains 27276 members 
Mstep: Class 42 contains 5088 members 
Mstep: Class 43 contains 12593 members 
Mstep: Class 44 contains 1001 members 
Mstep: Class 45 contains 3730 members 
Mstep: Class 46 contains 988 members 
Mstep: Class 47 contains 13831 members 
Mstep: Class 48 contains 384 members 
Mstep: Class 49 contains 4141 members 
Mstep: Class 50 contains 300 members 
Mstep: Class 51 contains 418 members 
Mstep: Class 52 contains 38137 members 
Mstep: Class 53 contains 270 members 
Mstep: Class 54 contains 7289 members 
Mstep: Class 55 contains 451 members 
Mstep: Class 56 contains 1816 members 
Mstep: Class 57 contains 2957 members 
Mstep: Class 58 contains 814 members 
Mstep: Class 59 contains 155 members 
Mstep: Class 60 contains 635 members 
Mstep: Class 61 contains 546 members 
Mstep: Class 62 contains 275 members 
Mstep: Class 63 contains 367 members 
Mstep: Class 64 contains 222 members 
Mstep: Class 65 contains 746 members 
Mstep: Class 66 contains 230 members 
Mstep: Class 67 contains 150 members 
Mstep: Class 68 contains 722 members 
Mstep: Class 69 contains 503 members 
Mstep: Class 70 contains 215 members 
Mstep: Class 71 contains 399 members 
Mstep: Class 72 contains 4066 members 
Mstep: Class 73 contains 252 members 
Mstep: Class 74 contains 392 members 
Mstep: Class 75 contains 219 members 
Mstep: Class 76 contains 302 members 
Mstep: Class 77 contains 383 members 
Mstep: Class 78 contains 347 members 
Mstep: Class 80 contains 259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147546560.000000 Penalty: 274052.718750
Iteration 218Q: 80 clusters Score -1.475466e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 15363 members 
Mstep: Class 3 contains 27067 members 
Mstep: Class 4 contains 35825 members 
Mstep: Class 5 contains 21372 members 
Mstep: Class 6 contains 641 members 
Mstep: Class 7 contains 2492 members 
Mstep: Class 8 contains 48788 members 
Mstep: Class 9 contains 29942 members 
Mstep: Class 10 contains 12109 members 
Mstep: Class 11 contains 4398 members 
Mstep: Class 12 contains 225574 members 
Mstep: Class 13 contains 9194 members 
Mstep: Class 14 contains 5299 members 
Mstep: Class 15 contains 27008 members 
Mstep: Class 16 contains 9443 members 
Mstep: Class 17 contains 9942 members 
Mstep: Class 18 contains 8382 members 
Mstep: Class 19 contains 163184 members 
Mstep: Class 20 contains 41554 members 
Mstep: Class 21 contains 12703 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 10775 members 
Mstep: Class 24 contains 4123 members 
Mstep: Class 25 contains 6768 members 
Mstep: Class 26 contains 60526 members 
Mstep: Class 27 contains 9619 members 
Mstep: Class 28 contains 6867 members 
Mstep: Class 29 contains 5304 members 
Mstep: Class 30 contains 8663 members 
Mstep: Class 31 contains 335 members 
Mstep: Class 32 contains 452 members 
Mstep: Class 33 contains 1802 members 
Mstep: Class 34 contains 8709 members 
Mstep: Class 35 contains 197280 members 
Mstep: Class 36 contains 2889 members 
Mstep: Class 37 contains 4615 members 
Mstep: Class 38 contains 2495 members 
Mstep: Class 39 contains 314 members 
Mstep: Class 40 contains 9960 members 
Mstep: Class 41 contains 27276 members 
Mstep: Class 42 contains 5090 members 
Mstep: Class 43 contains 12593 members 
Mstep: Class 44 contains 1001 members 
Mstep: Class 45 contains 3730 members 
Mstep: Class 46 contains 988 members 
Mstep: Class 47 contains 13832 members 
Mstep: Class 48 contains 384 members 
Mstep: Class 49 contains 4141 members 
Mstep: Class 50 contains 300 members 
Mstep: Class 51 contains 418 members 
Mstep: Class 52 contains 38145 members 
Mstep: Class 53 contains 270 members 
Mstep: Class 54 contains 7289 members 
Mstep: Class 55 contains 451 members 
Mstep: Class 56 contains 1816 members 
Mstep: Class 57 contains 2957 members 
Mstep: Class 58 contains 814 members 
Mstep: Class 59 contains 155 members 
Mstep: Class 60 contains 635 members 
Mstep: Class 61 contains 546 members 
Mstep: Class 62 contains 275 members 
Mstep: Class 63 contains 367 members 
Mstep: Class 64 contains 222 members 
Mstep: Class 65 contains 746 members 
Mstep: Class 66 contains 230 members 
Mstep: Class 67 contains 150 members 
Mstep: Class 68 contains 722 members 
Mstep: Class 69 contains 503 members 
Mstep: Class 70 contains 215 members 
Mstep: Class 71 contains 399 members 
Mstep: Class 72 contains 4066 members 
Mstep: Class 73 contains 252 members 
Mstep: Class 74 contains 392 members 
Mstep: Class 75 contains 219 members 
Mstep: Class 76 contains 302 members 
Mstep: Class 77 contains 383 members 
Mstep: Class 78 contains 347 members 
Mstep: Class 80 contains 259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147546576.000000 Penalty: 274052.718750
Iteration 219Q: 80 clusters Score -1.475466e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 15363 members 
Mstep: Class 3 contains 27067 members 
Mstep: Class 4 contains 35825 members 
Mstep: Class 5 contains 21372 members 
Mstep: Class 6 contains 641 members 
Mstep: Class 7 contains 2492 members 
Mstep: Class 8 contains 48789 members 
Mstep: Class 9 contains 29942 members 
Mstep: Class 10 contains 12109 members 
Mstep: Class 11 contains 4398 members 
Mstep: Class 12 contains 225574 members 
Mstep: Class 13 contains 9193 members 
Mstep: Class 14 contains 5299 members 
Mstep: Class 15 contains 27008 members 
Mstep: Class 16 contains 9443 members 
Mstep: Class 17 contains 9933 members 
Mstep: Class 18 contains 8382 members 
Mstep: Class 19 contains 163182 members 
Mstep: Class 20 contains 41554 members 
Mstep: Class 21 contains 12703 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 10775 members 
Mstep: Class 24 contains 4123 members 
Mstep: Class 25 contains 6768 members 
Mstep: Class 26 contains 60526 members 
Mstep: Class 27 contains 9619 members 
Mstep: Class 28 contains 6867 members 
Mstep: Class 29 contains 5304 members 
Mstep: Class 30 contains 8663 members 
Mstep: Class 31 contains 335 members 
Mstep: Class 32 contains 452 members 
Mstep: Class 33 contains 1802 members 
Mstep: Class 34 contains 8709 members 
Mstep: Class 35 contains 197280 members 
Mstep: Class 36 contains 2889 members 
Mstep: Class 37 contains 4615 members 
Mstep: Class 38 contains 2495 members 
Mstep: Class 39 contains 314 members 
Mstep: Class 40 contains 9960 members 
Mstep: Class 41 contains 27276 members 
Mstep: Class 42 contains 5090 members 
Mstep: Class 43 contains 12593 members 
Mstep: Class 44 contains 1001 members 
Mstep: Class 45 contains 3730 members 
Mstep: Class 46 contains 988 members 
Mstep: Class 47 contains 13832 members 
Mstep: Class 48 contains 384 members 
Mstep: Class 49 contains 4141 members 
Mstep: Class 50 contains 300 members 
Mstep: Class 51 contains 418 members 
Mstep: Class 52 contains 38156 members 
Mstep: Class 53 contains 270 members 
Mstep: Class 54 contains 7289 members 
Mstep: Class 55 contains 451 members 
Mstep: Class 56 contains 1816 members 
Mstep: Class 57 contains 2957 members 
Mstep: Class 58 contains 814 members 
Mstep: Class 59 contains 155 members 
Mstep: Class 60 contains 635 members 
Mstep: Class 61 contains 546 members 
Mstep: Class 62 contains 275 members 
Mstep: Class 63 contains 367 members 
Mstep: Class 64 contains 222 members 
Mstep: Class 65 contains 746 members 
Mstep: Class 66 contains 230 members 
Mstep: Class 67 contains 150 members 
Mstep: Class 68 contains 722 members 
Mstep: Class 69 contains 503 members 
Mstep: Class 70 contains 215 members 
Mstep: Class 71 contains 399 members 
Mstep: Class 72 contains 4066 members 
Mstep: Class 73 contains 252 members 
Mstep: Class 74 contains 392 members 
Mstep: Class 75 contains 219 members 
Mstep: Class 76 contains 302 members 
Mstep: Class 77 contains 383 members 
Mstep: Class 78 contains 347 members 
Mstep: Class 80 contains 259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147546640.000000 Penalty: 274052.718750
Iteration 220F: 80 clusters Score -1.475466e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 15363 members 
Mstep: Class 3 contains 27067 members 
Mstep: Class 4 contains 35824 members 
Mstep: Class 5 contains 21372 members 
Mstep: Class 6 contains 641 members 
Mstep: Class 7 contains 2492 members 
Mstep: Class 8 contains 48792 members 
Mstep: Class 9 contains 29942 members 
Mstep: Class 10 contains 12109 members 
Mstep: Class 11 contains 4398 members 
Mstep: Class 12 contains 225573 members 
Mstep: Class 13 contains 9189 members 
Mstep: Class 14 contains 5299 members 
Mstep: Class 15 contains 27008 members 
Mstep: Class 16 contains 9442 members 
Mstep: Class 17 contains 9922 members 
Mstep: Class 18 contains 8382 members 
Mstep: Class 19 contains 163182 members 
Mstep: Class 20 contains 41553 members 
Mstep: Class 21 contains 12704 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 10775 members 
Mstep: Class 24 contains 4123 members 
Mstep: Class 25 contains 6769 members 
Mstep: Class 26 contains 60526 members 
Mstep: Class 27 contains 9619 members 
Mstep: Class 28 contains 6867 members 
Mstep: Class 29 contains 5304 members 
Mstep: Class 30 contains 8663 members 
Mstep: Class 31 contains 335 members 
Mstep: Class 32 contains 452 members 
Mstep: Class 33 contains 1802 members 
Mstep: Class 34 contains 8709 members 
Mstep: Class 35 contains 197281 members 
Mstep: Class 36 contains 2889 members 
Mstep: Class 37 contains 4615 members 
Mstep: Class 38 contains 2495 members 
Mstep: Class 39 contains 317 members 
Mstep: Class 40 contains 9960 members 
Mstep: Class 41 contains 27276 members 
Mstep: Class 42 contains 5090 members 
Mstep: Class 43 contains 12593 members 
Mstep: Class 44 contains 1001 members 
Mstep: Class 45 contains 3730 members 
Mstep: Class 46 contains 988 members 
Mstep: Class 47 contains 13832 members 
Mstep: Class 48 contains 384 members 
Mstep: Class 49 contains 4141 members 
Mstep: Class 50 contains 301 members 
Mstep: Class 51 contains 418 members 
Mstep: Class 52 contains 38169 members 
Mstep: Class 53 contains 269 members 
Mstep: Class 54 contains 7289 members 
Mstep: Class 55 contains 451 members 
Mstep: Class 56 contains 1816 members 
Mstep: Class 57 contains 2957 members 
Mstep: Class 58 contains 814 members 
Mstep: Class 59 contains 155 members 
Mstep: Class 60 contains 635 members 
Mstep: Class 61 contains 546 members 
Mstep: Class 62 contains 275 members 
Mstep: Class 63 contains 367 members 
Mstep: Class 64 contains 222 members 
Mstep: Class 65 contains 746 members 
Mstep: Class 66 contains 230 members 
Mstep: Class 67 contains 151 members 
Mstep: Class 68 contains 722 members 
Mstep: Class 69 contains 503 members 
Mstep: Class 70 contains 215 members 
Mstep: Class 71 contains 399 members 
Mstep: Class 72 contains 4064 members 
Mstep: Class 73 contains 252 members 
Mstep: Class 74 contains 392 members 
Mstep: Class 75 contains 219 members 
Mstep: Class 76 contains 302 members 
Mstep: Class 77 contains 383 members 
Mstep: Class 78 contains 347 members 
Mstep: Class 80 contains 259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147546816.000000 Penalty: 274052.718750
Iteration 221Q: 80 clusters Score -1.475468e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 15363 members 
Mstep: Class 3 contains 27067 members 
Mstep: Class 4 contains 35824 members 
Mstep: Class 5 contains 21371 members 
Mstep: Class 6 contains 641 members 
Mstep: Class 7 contains 2492 members 
Mstep: Class 8 contains 48791 members 
Mstep: Class 9 contains 29942 members 
Mstep: Class 10 contains 12109 members 
Mstep: Class 11 contains 4398 members 
Mstep: Class 12 contains 225575 members 
Mstep: Class 13 contains 9186 members 
Mstep: Class 14 contains 5299 members 
Mstep: Class 15 contains 27008 members 
Mstep: Class 16 contains 9440 members 
Mstep: Class 17 contains 9917 members 
Mstep: Class 18 contains 8382 members 
Mstep: Class 19 contains 163182 members 
Mstep: Class 20 contains 41553 members 
Mstep: Class 21 contains 12705 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 10775 members 
Mstep: Class 24 contains 4123 members 
Mstep: Class 25 contains 6771 members 
Mstep: Class 26 contains 60526 members 
Mstep: Class 27 contains 9619 members 
Mstep: Class 28 contains 6867 members 
Mstep: Class 29 contains 5303 members 
Mstep: Class 30 contains 8663 members 
Mstep: Class 31 contains 335 members 
Mstep: Class 32 contains 452 members 
Mstep: Class 33 contains 1802 members 
Mstep: Class 34 contains 8709 members 
Mstep: Class 35 contains 197281 members 
Mstep: Class 36 contains 2889 members 
Mstep: Class 37 contains 4615 members 
Mstep: Class 38 contains 2495 members 
Mstep: Class 39 contains 320 members 
Mstep: Class 40 contains 9960 members 
Mstep: Class 41 contains 27276 members 
Mstep: Class 42 contains 5090 members 
Mstep: Class 43 contains 12593 members 
Mstep: Class 44 contains 1001 members 
Mstep: Class 45 contains 3730 members 
Mstep: Class 46 contains 988 members 
Mstep: Class 47 contains 13833 members 
Mstep: Class 48 contains 384 members 
Mstep: Class 49 contains 4141 members 
Mstep: Class 50 contains 302 members 
Mstep: Class 51 contains 418 members 
Mstep: Class 52 contains 38175 members 
Mstep: Class 53 contains 267 members 
Mstep: Class 54 contains 7290 members 
Mstep: Class 55 contains 451 members 
Mstep: Class 56 contains 1816 members 
Mstep: Class 57 contains 2957 members 
Mstep: Class 58 contains 814 members 
Mstep: Class 59 contains 155 members 
Mstep: Class 60 contains 635 members 
Mstep: Class 61 contains 546 members 
Mstep: Class 62 contains 275 members 
Mstep: Class 63 contains 367 members 
Mstep: Class 64 contains 222 members 
Mstep: Class 65 contains 746 members 
Mstep: Class 66 contains 230 members 
Mstep: Class 67 contains 151 members 
Mstep: Class 68 contains 722 members 
Mstep: Class 69 contains 503 members 
Mstep: Class 70 contains 214 members 
Mstep: Class 71 contains 399 members 
Mstep: Class 72 contains 4064 members 
Mstep: Class 73 contains 252 members 
Mstep: Class 74 contains 392 members 
Mstep: Class 75 contains 219 members 
Mstep: Class 76 contains 302 members 
Mstep: Class 77 contains 383 members 
Mstep: Class 78 contains 347 members 
Mstep: Class 80 contains 259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147546992.000000 Penalty: 274052.718750
Iteration 222Q: 80 clusters Score -1.47547e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 15363 members 
Mstep: Class 3 contains 27067 members 
Mstep: Class 4 contains 35825 members 
Mstep: Class 5 contains 21370 members 
Mstep: Class 6 contains 641 members 
Mstep: Class 7 contains 2492 members 
Mstep: Class 8 contains 48792 members 
Mstep: Class 9 contains 29942 members 
Mstep: Class 10 contains 12109 members 
Mstep: Class 11 contains 4398 members 
Mstep: Class 12 contains 225574 members 
Mstep: Class 13 contains 9183 members 
Mstep: Class 14 contains 5299 members 
Mstep: Class 15 contains 27008 members 
Mstep: Class 16 contains 9440 members 
Mstep: Class 17 contains 9911 members 
Mstep: Class 18 contains 8382 members 
Mstep: Class 19 contains 163183 members 
Mstep: Class 20 contains 41553 members 
Mstep: Class 21 contains 12703 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 10775 members 
Mstep: Class 24 contains 4123 members 
Mstep: Class 25 contains 6771 members 
Mstep: Class 26 contains 60526 members 
Mstep: Class 27 contains 9619 members 
Mstep: Class 28 contains 6867 members 
Mstep: Class 29 contains 5303 members 
Mstep: Class 30 contains 8662 members 
Mstep: Class 31 contains 335 members 
Mstep: Class 32 contains 452 members 
Mstep: Class 33 contains 1802 members 
Mstep: Class 34 contains 8709 members 
Mstep: Class 35 contains 197282 members 
Mstep: Class 36 contains 2889 members 
Mstep: Class 37 contains 4615 members 
Mstep: Class 38 contains 2495 members 
Mstep: Class 39 contains 321 members 
Mstep: Class 40 contains 9960 members 
Mstep: Class 41 contains 27276 members 
Mstep: Class 42 contains 5090 members 
Mstep: Class 43 contains 12594 members 
Mstep: Class 44 contains 1001 members 
Mstep: Class 45 contains 3730 members 
Mstep: Class 46 contains 988 members 
Mstep: Class 47 contains 13833 members 
Mstep: Class 48 contains 384 members 
Mstep: Class 49 contains 4141 members 
Mstep: Class 50 contains 302 members 
Mstep: Class 51 contains 418 members 
Mstep: Class 52 contains 38181 members 
Mstep: Class 53 contains 267 members 
Mstep: Class 54 contains 7291 members 
Mstep: Class 55 contains 451 members 
Mstep: Class 56 contains 1816 members 
Mstep: Class 57 contains 2957 members 
Mstep: Class 58 contains 814 members 
Mstep: Class 59 contains 155 members 
Mstep: Class 60 contains 635 members 
Mstep: Class 61 contains 547 members 
Mstep: Class 62 contains 275 members 
Mstep: Class 63 contains 367 members 
Mstep: Class 64 contains 222 members 
Mstep: Class 65 contains 746 members 
Mstep: Class 66 contains 230 members 
Mstep: Class 67 contains 151 members 
Mstep: Class 68 contains 722 members 
Mstep: Class 69 contains 503 members 
Mstep: Class 70 contains 214 members 
Mstep: Class 71 contains 399 members 
Mstep: Class 72 contains 4064 members 
Mstep: Class 73 contains 252 members 
Mstep: Class 74 contains 392 members 
Mstep: Class 75 contains 219 members 
Mstep: Class 76 contains 302 members 
Mstep: Class 77 contains 383 members 
Mstep: Class 78 contains 347 members 
Mstep: Class 80 contains 259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147547072.000000 Penalty: 274052.718750
Iteration 223Q: 80 clusters Score -1.475471e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 15363 members 
Mstep: Class 3 contains 27068 members 
Mstep: Class 4 contains 35825 members 
Mstep: Class 5 contains 21369 members 
Mstep: Class 6 contains 641 members 
Mstep: Class 7 contains 2492 members 
Mstep: Class 8 contains 48793 members 
Mstep: Class 9 contains 29942 members 
Mstep: Class 10 contains 12110 members 
Mstep: Class 11 contains 4398 members 
Mstep: Class 12 contains 225573 members 
Mstep: Class 13 contains 9181 members 
Mstep: Class 14 contains 5299 members 
Mstep: Class 15 contains 27008 members 
Mstep: Class 16 contains 9440 members 
Mstep: Class 17 contains 9904 members 
Mstep: Class 18 contains 8382 members 
Mstep: Class 19 contains 163185 members 
Mstep: Class 20 contains 41553 members 
Mstep: Class 21 contains 12701 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 10775 members 
Mstep: Class 24 contains 4123 members 
Mstep: Class 25 contains 6772 members 
Mstep: Class 26 contains 60526 members 
Mstep: Class 27 contains 9619 members 
Mstep: Class 28 contains 6867 members 
Mstep: Class 29 contains 5303 members 
Mstep: Class 30 contains 8662 members 
Mstep: Class 31 contains 335 members 
Mstep: Class 32 contains 452 members 
Mstep: Class 33 contains 1802 members 
Mstep: Class 34 contains 8709 members 
Mstep: Class 35 contains 197279 members 
Mstep: Class 36 contains 2889 members 
Mstep: Class 37 contains 4615 members 
Mstep: Class 38 contains 2495 members 
Mstep: Class 39 contains 321 members 
Mstep: Class 40 contains 9960 members 
Mstep: Class 41 contains 27276 members 
Mstep: Class 42 contains 5090 members 
Mstep: Class 43 contains 12595 members 
Mstep: Class 44 contains 1001 members 
Mstep: Class 45 contains 3730 members 
Mstep: Class 46 contains 988 members 
Mstep: Class 47 contains 13835 members 
Mstep: Class 48 contains 384 members 
Mstep: Class 49 contains 4141 members 
Mstep: Class 50 contains 302 members 
Mstep: Class 51 contains 418 members 
Mstep: Class 52 contains 38188 members 
Mstep: Class 53 contains 265 members 
Mstep: Class 54 contains 7291 members 
Mstep: Class 55 contains 451 members 
Mstep: Class 56 contains 1816 members 
Mstep: Class 57 contains 2957 members 
Mstep: Class 58 contains 814 members 
Mstep: Class 59 contains 155 members 
Mstep: Class 60 contains 635 members 
Mstep: Class 61 contains 549 members 
Mstep: Class 62 contains 275 members 
Mstep: Class 63 contains 367 members 
Mstep: Class 64 contains 222 members 
Mstep: Class 65 contains 746 members 
Mstep: Class 66 contains 230 members 
Mstep: Class 67 contains 151 members 
Mstep: Class 68 contains 722 members 
Mstep: Class 69 contains 503 members 
Mstep: Class 70 contains 214 members 
Mstep: Class 71 contains 399 members 
Mstep: Class 72 contains 4064 members 
Mstep: Class 73 contains 252 members 
Mstep: Class 74 contains 392 members 
Mstep: Class 75 contains 219 members 
Mstep: Class 76 contains 302 members 
Mstep: Class 77 contains 383 members 
Mstep: Class 78 contains 347 members 
Mstep: Class 80 contains 259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147547008.000000 Penalty: 274052.718750
Iteration 224Q: 80 clusters Score -1.47547e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 15363 members 
Mstep: Class 3 contains 27068 members 
Mstep: Class 4 contains 35825 members 
Mstep: Class 5 contains 21368 members 
Mstep: Class 6 contains 641 members 
Mstep: Class 7 contains 2492 members 
Mstep: Class 8 contains 48791 members 
Mstep: Class 9 contains 29942 members 
Mstep: Class 10 contains 12110 members 
Mstep: Class 11 contains 4398 members 
Mstep: Class 12 contains 225573 members 
Mstep: Class 13 contains 9179 members 
Mstep: Class 14 contains 5299 members 
Mstep: Class 15 contains 27009 members 
Mstep: Class 16 contains 9440 members 
Mstep: Class 17 contains 9896 members 
Mstep: Class 18 contains 8382 members 
Mstep: Class 19 contains 163184 members 
Mstep: Class 20 contains 41553 members 
Mstep: Class 21 contains 12701 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 10775 members 
Mstep: Class 24 contains 4123 members 
Mstep: Class 25 contains 6773 members 
Mstep: Class 26 contains 60526 members 
Mstep: Class 27 contains 9619 members 
Mstep: Class 28 contains 6867 members 
Mstep: Class 29 contains 5303 members 
Mstep: Class 30 contains 8662 members 
Mstep: Class 31 contains 335 members 
Mstep: Class 32 contains 452 members 
Mstep: Class 33 contains 1802 members 
Mstep: Class 34 contains 8709 members 
Mstep: Class 35 contains 197279 members 
Mstep: Class 36 contains 2889 members 
Mstep: Class 37 contains 4615 members 
Mstep: Class 38 contains 2495 members 
Mstep: Class 39 contains 322 members 
Mstep: Class 40 contains 9960 members 
Mstep: Class 41 contains 27276 members 
Mstep: Class 42 contains 5090 members 
Mstep: Class 43 contains 12596 members 
Mstep: Class 44 contains 1001 members 
Mstep: Class 45 contains 3730 members 
Mstep: Class 46 contains 988 members 
Mstep: Class 47 contains 13836 members 
Mstep: Class 48 contains 384 members 
Mstep: Class 49 contains 4141 members 
Mstep: Class 50 contains 302 members 
Mstep: Class 51 contains 418 members 
Mstep: Class 52 contains 38198 members 
Mstep: Class 53 contains 264 members 
Mstep: Class 54 contains 7291 members 
Mstep: Class 55 contains 451 members 
Mstep: Class 56 contains 1816 members 
Mstep: Class 57 contains 2957 members 
Mstep: Class 58 contains 814 members 
Mstep: Class 59 contains 155 members 
Mstep: Class 60 contains 635 members 
Mstep: Class 61 contains 549 members 
Mstep: Class 62 contains 275 members 
Mstep: Class 63 contains 367 members 
Mstep: Class 64 contains 222 members 
Mstep: Class 65 contains 746 members 
Mstep: Class 66 contains 230 members 
Mstep: Class 67 contains 151 members 
Mstep: Class 68 contains 722 members 
Mstep: Class 69 contains 503 members 
Mstep: Class 70 contains 214 members 
Mstep: Class 71 contains 399 members 
Mstep: Class 72 contains 4064 members 
Mstep: Class 73 contains 252 members 
Mstep: Class 74 contains 392 members 
Mstep: Class 75 contains 219 members 
Mstep: Class 76 contains 302 members 
Mstep: Class 77 contains 383 members 
Mstep: Class 78 contains 347 members 
Mstep: Class 80 contains 259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147546992.000000 Penalty: 274052.718750
Iteration 225Q: 80 clusters Score -1.47547e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 15363 members 
Mstep: Class 3 contains 27068 members 
Mstep: Class 4 contains 35825 members 
Mstep: Class 5 contains 21367 members 
Mstep: Class 6 contains 641 members 
Mstep: Class 7 contains 2492 members 
Mstep: Class 8 contains 48790 members 
Mstep: Class 9 contains 29942 members 
Mstep: Class 10 contains 12109 members 
Mstep: Class 11 contains 4398 members 
Mstep: Class 12 contains 225575 members 
Mstep: Class 13 contains 9178 members 
Mstep: Class 14 contains 5299 members 
Mstep: Class 15 contains 27010 members 
Mstep: Class 16 contains 9439 members 
Mstep: Class 17 contains 9887 members 
Mstep: Class 18 contains 8382 members 
Mstep: Class 19 contains 163183 members 
Mstep: Class 20 contains 41552 members 
Mstep: Class 21 contains 12701 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 10775 members 
Mstep: Class 24 contains 4123 members 
Mstep: Class 25 contains 6773 members 
Mstep: Class 26 contains 60526 members 
Mstep: Class 27 contains 9619 members 
Mstep: Class 28 contains 6867 members 
Mstep: Class 29 contains 5303 members 
Mstep: Class 30 contains 8662 members 
Mstep: Class 31 contains 335 members 
Mstep: Class 32 contains 452 members 
Mstep: Class 33 contains 1802 members 
Mstep: Class 34 contains 8709 members 
Mstep: Class 35 contains 197279 members 
Mstep: Class 36 contains 2889 members 
Mstep: Class 37 contains 4615 members 
Mstep: Class 38 contains 2495 members 
Mstep: Class 39 contains 322 members 
Mstep: Class 40 contains 9960 members 
Mstep: Class 41 contains 27276 members 
Mstep: Class 42 contains 5090 members 
Mstep: Class 43 contains 12598 members 
Mstep: Class 44 contains 1001 members 
Mstep: Class 45 contains 3730 members 
Mstep: Class 46 contains 988 members 
Mstep: Class 47 contains 13836 members 
Mstep: Class 48 contains 384 members 
Mstep: Class 49 contains 4141 members 
Mstep: Class 50 contains 302 members 
Mstep: Class 51 contains 418 members 
Mstep: Class 52 contains 38208 members 
Mstep: Class 53 contains 264 members 
Mstep: Class 54 contains 7292 members 
Mstep: Class 55 contains 451 members 
Mstep: Class 56 contains 1816 members 
Mstep: Class 57 contains 2957 members 
Mstep: Class 58 contains 814 members 
Mstep: Class 59 contains 155 members 
Mstep: Class 60 contains 635 members 
Mstep: Class 61 contains 549 members 
Mstep: Class 62 contains 275 members 
Mstep: Class 63 contains 367 members 
Mstep: Class 64 contains 222 members 
Mstep: Class 65 contains 746 members 
Mstep: Class 66 contains 230 members 
Mstep: Class 67 contains 151 members 
Mstep: Class 68 contains 722 members 
Mstep: Class 69 contains 503 members 
Mstep: Class 70 contains 214 members 
Mstep: Class 71 contains 399 members 
Mstep: Class 72 contains 4064 members 
Mstep: Class 73 contains 252 members 
Mstep: Class 74 contains 392 members 
Mstep: Class 75 contains 219 members 
Mstep: Class 76 contains 302 members 
Mstep: Class 77 contains 383 members 
Mstep: Class 78 contains 347 members 
Mstep: Class 80 contains 259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147547040.000000 Penalty: 274052.718750
Iteration 226Q: 80 clusters Score -1.47547e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 15363 members 
Mstep: Class 3 contains 27068 members 
Mstep: Class 4 contains 35823 members 
Mstep: Class 5 contains 21365 members 
Mstep: Class 6 contains 641 members 
Mstep: Class 7 contains 2492 members 
Mstep: Class 8 contains 48786 members 
Mstep: Class 9 contains 29942 members 
Mstep: Class 10 contains 12108 members 
Mstep: Class 11 contains 4398 members 
Mstep: Class 12 contains 225575 members 
Mstep: Class 13 contains 9179 members 
Mstep: Class 14 contains 5299 members 
Mstep: Class 15 contains 27010 members 
Mstep: Class 16 contains 9438 members 
Mstep: Class 17 contains 9877 members 
Mstep: Class 18 contains 8382 members 
Mstep: Class 19 contains 163182 members 
Mstep: Class 20 contains 41552 members 
Mstep: Class 21 contains 12701 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 10775 members 
Mstep: Class 24 contains 4123 members 
Mstep: Class 25 contains 6774 members 
Mstep: Class 26 contains 60525 members 
Mstep: Class 27 contains 9619 members 
Mstep: Class 28 contains 6867 members 
Mstep: Class 29 contains 5304 members 
Mstep: Class 30 contains 8662 members 
Mstep: Class 31 contains 335 members 
Mstep: Class 32 contains 452 members 
Mstep: Class 33 contains 1802 members 
Mstep: Class 34 contains 8709 members 
Mstep: Class 35 contains 197280 members 
Mstep: Class 36 contains 2889 members 
Mstep: Class 37 contains 4615 members 
Mstep: Class 38 contains 2495 members 
Mstep: Class 39 contains 322 members 
Mstep: Class 40 contains 9960 members 
Mstep: Class 41 contains 27276 members 
Mstep: Class 42 contains 5090 members 
Mstep: Class 43 contains 12599 members 
Mstep: Class 44 contains 1001 members 
Mstep: Class 45 contains 3729 members 
Mstep: Class 46 contains 988 members 
Mstep: Class 47 contains 13835 members 
Mstep: Class 48 contains 384 members 
Mstep: Class 49 contains 4141 members 
Mstep: Class 50 contains 302 members 
Mstep: Class 51 contains 418 members 
Mstep: Class 52 contains 38227 members 
Mstep: Class 53 contains 264 members 
Mstep: Class 54 contains 7292 members 
Mstep: Class 55 contains 451 members 
Mstep: Class 56 contains 1816 members 
Mstep: Class 57 contains 2957 members 
Mstep: Class 58 contains 814 members 
Mstep: Class 59 contains 155 members 
Mstep: Class 60 contains 635 members 
Mstep: Class 61 contains 549 members 
Mstep: Class 62 contains 275 members 
Mstep: Class 63 contains 367 members 
Mstep: Class 64 contains 222 members 
Mstep: Class 65 contains 746 members 
Mstep: Class 66 contains 230 members 
Mstep: Class 67 contains 151 members 
Mstep: Class 68 contains 722 members 
Mstep: Class 69 contains 503 members 
Mstep: Class 70 contains 214 members 
Mstep: Class 71 contains 399 members 
Mstep: Class 72 contains 4064 members 
Mstep: Class 73 contains 252 members 
Mstep: Class 74 contains 392 members 
Mstep: Class 75 contains 219 members 
Mstep: Class 76 contains 302 members 
Mstep: Class 77 contains 383 members 
Mstep: Class 78 contains 347 members 
Mstep: Class 80 contains 259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147547152.000000 Penalty: 274052.718750
Iteration 227Q: 80 clusters Score -1.475472e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 15363 members 
Mstep: Class 3 contains 27068 members 
Mstep: Class 4 contains 35821 members 
Mstep: Class 5 contains 21365 members 
Mstep: Class 6 contains 641 members 
Mstep: Class 7 contains 2492 members 
Mstep: Class 8 contains 48784 members 
Mstep: Class 9 contains 29942 members 
Mstep: Class 10 contains 12108 members 
Mstep: Class 11 contains 4398 members 
Mstep: Class 12 contains 225575 members 
Mstep: Class 13 contains 9180 members 
Mstep: Class 14 contains 5299 members 
Mstep: Class 15 contains 27010 members 
Mstep: Class 16 contains 9438 members 
Mstep: Class 17 contains 9870 members 
Mstep: Class 18 contains 8382 members 
Mstep: Class 19 contains 163180 members 
Mstep: Class 20 contains 41552 members 
Mstep: Class 21 contains 12701 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 10775 members 
Mstep: Class 24 contains 4123 members 
Mstep: Class 25 contains 6774 members 
Mstep: Class 26 contains 60525 members 
Mstep: Class 27 contains 9619 members 
Mstep: Class 28 contains 6867 members 
Mstep: Class 29 contains 5305 members 
Mstep: Class 30 contains 8662 members 
Mstep: Class 31 contains 335 members 
Mstep: Class 32 contains 452 members 
Mstep: Class 33 contains 1802 members 
Mstep: Class 34 contains 8709 members 
Mstep: Class 35 contains 197280 members 
Mstep: Class 36 contains 2888 members 
Mstep: Class 37 contains 4615 members 
Mstep: Class 38 contains 2495 members 
Mstep: Class 39 contains 322 members 
Mstep: Class 40 contains 9960 members 
Mstep: Class 41 contains 27276 members 
Mstep: Class 42 contains 5090 members 
Mstep: Class 43 contains 12598 members 
Mstep: Class 44 contains 1001 members 
Mstep: Class 45 contains 3729 members 
Mstep: Class 46 contains 988 members 
Mstep: Class 47 contains 13835 members 
Mstep: Class 48 contains 384 members 
Mstep: Class 49 contains 4141 members 
Mstep: Class 50 contains 302 members 
Mstep: Class 51 contains 418 members 
Mstep: Class 52 contains 38240 members 
Mstep: Class 53 contains 264 members 
Mstep: Class 54 contains 7292 members 
Mstep: Class 55 contains 451 members 
Mstep: Class 56 contains 1816 members 
Mstep: Class 57 contains 2957 members 
Mstep: Class 58 contains 814 members 
Mstep: Class 59 contains 155 members 
Mstep: Class 60 contains 635 members 
Mstep: Class 61 contains 549 members 
Mstep: Class 62 contains 275 members 
Mstep: Class 63 contains 367 members 
Mstep: Class 64 contains 222 members 
Mstep: Class 65 contains 746 members 
Mstep: Class 66 contains 230 members 
Mstep: Class 67 contains 151 members 
Mstep: Class 68 contains 722 members 
Mstep: Class 69 contains 503 members 
Mstep: Class 70 contains 214 members 
Mstep: Class 71 contains 399 members 
Mstep: Class 72 contains 4064 members 
Mstep: Class 73 contains 252 members 
Mstep: Class 74 contains 392 members 
Mstep: Class 75 contains 219 members 
Mstep: Class 76 contains 302 members 
Mstep: Class 77 contains 383 members 
Mstep: Class 78 contains 347 members 
Mstep: Class 80 contains 259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147547184.000000 Penalty: 274052.718750
Iteration 228Q: 80 clusters Score -1.475472e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 15363 members 
Mstep: Class 3 contains 27068 members 
Mstep: Class 4 contains 35819 members 
Mstep: Class 5 contains 21365 members 
Mstep: Class 6 contains 641 members 
Mstep: Class 7 contains 2492 members 
Mstep: Class 8 contains 48781 members 
Mstep: Class 9 contains 29942 members 
Mstep: Class 10 contains 12108 members 
Mstep: Class 11 contains 4398 members 
Mstep: Class 12 contains 225576 members 
Mstep: Class 13 contains 9181 members 
Mstep: Class 14 contains 5299 members 
Mstep: Class 15 contains 27010 members 
Mstep: Class 16 contains 9439 members 
Mstep: Class 17 contains 9857 members 
Mstep: Class 18 contains 8382 members 
Mstep: Class 19 contains 163176 members 
Mstep: Class 20 contains 41552 members 
Mstep: Class 21 contains 12700 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 10775 members 
Mstep: Class 24 contains 4123 members 
Mstep: Class 25 contains 6776 members 
Mstep: Class 26 contains 60523 members 
Mstep: Class 27 contains 9619 members 
Mstep: Class 28 contains 6867 members 
Mstep: Class 29 contains 5305 members 
Mstep: Class 30 contains 8662 members 
Mstep: Class 31 contains 335 members 
Mstep: Class 32 contains 452 members 
Mstep: Class 33 contains 1802 members 
Mstep: Class 34 contains 8709 members 
Mstep: Class 35 contains 197280 members 
Mstep: Class 36 contains 2887 members 
Mstep: Class 37 contains 4615 members 
Mstep: Class 38 contains 2495 members 
Mstep: Class 39 contains 322 members 
Mstep: Class 40 contains 9960 members 
Mstep: Class 41 contains 27276 members 
Mstep: Class 42 contains 5092 members 
Mstep: Class 43 contains 12598 members 
Mstep: Class 44 contains 1001 members 
Mstep: Class 45 contains 3729 members 
Mstep: Class 46 contains 988 members 
Mstep: Class 47 contains 13835 members 
Mstep: Class 48 contains 384 members 
Mstep: Class 49 contains 4141 members 
Mstep: Class 50 contains 302 members 
Mstep: Class 51 contains 418 members 
Mstep: Class 52 contains 38259 members 
Mstep: Class 53 contains 264 members 
Mstep: Class 54 contains 7292 members 
Mstep: Class 55 contains 451 members 
Mstep: Class 56 contains 1816 members 
Mstep: Class 57 contains 2957 members 
Mstep: Class 58 contains 814 members 
Mstep: Class 59 contains 155 members 
Mstep: Class 60 contains 635 members 
Mstep: Class 61 contains 549 members 
Mstep: Class 62 contains 275 members 
Mstep: Class 63 contains 367 members 
Mstep: Class 64 contains 222 members 
Mstep: Class 65 contains 746 members 
Mstep: Class 66 contains 230 members 
Mstep: Class 67 contains 151 members 
Mstep: Class 68 contains 722 members 
Mstep: Class 69 contains 503 members 
Mstep: Class 70 contains 214 members 
Mstep: Class 71 contains 399 members 
Mstep: Class 72 contains 4064 members 
Mstep: Class 73 contains 252 members 
Mstep: Class 74 contains 392 members 
Mstep: Class 75 contains 219 members 
Mstep: Class 76 contains 302 members 
Mstep: Class 77 contains 383 members 
Mstep: Class 78 contains 347 members 
Mstep: Class 80 contains 259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147547136.000000 Penalty: 274052.718750
Iteration 229Q: 80 clusters Score -1.475471e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 15363 members 
Mstep: Class 3 contains 27068 members 
Mstep: Class 4 contains 35819 members 
Mstep: Class 5 contains 21365 members 
Mstep: Class 6 contains 641 members 
Mstep: Class 7 contains 2492 members 
Mstep: Class 8 contains 48780 members 
Mstep: Class 9 contains 29942 members 
Mstep: Class 10 contains 12108 members 
Mstep: Class 11 contains 4398 members 
Mstep: Class 12 contains 225575 members 
Mstep: Class 13 contains 9180 members 
Mstep: Class 14 contains 5299 members 
Mstep: Class 15 contains 27010 members 
Mstep: Class 16 contains 9440 members 
Mstep: Class 17 contains 9844 members 
Mstep: Class 18 contains 8382 members 
Mstep: Class 19 contains 163173 members 
Mstep: Class 20 contains 41552 members 
Mstep: Class 21 contains 12699 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 10775 members 
Mstep: Class 24 contains 4123 members 
Mstep: Class 25 contains 6778 members 
Mstep: Class 26 contains 60523 members 
Mstep: Class 27 contains 9619 members 
Mstep: Class 28 contains 6867 members 
Mstep: Class 29 contains 5307 members 
Mstep: Class 30 contains 8662 members 
Mstep: Class 31 contains 335 members 
Mstep: Class 32 contains 452 members 
Mstep: Class 33 contains 1802 members 
Mstep: Class 34 contains 8709 members 
Mstep: Class 35 contains 197280 members 
Mstep: Class 36 contains 2888 members 
Mstep: Class 37 contains 4615 members 
Mstep: Class 38 contains 2495 members 
Mstep: Class 39 contains 322 members 
Mstep: Class 40 contains 9960 members 
Mstep: Class 41 contains 27276 members 
Mstep: Class 42 contains 5092 members 
Mstep: Class 43 contains 12598 members 
Mstep: Class 44 contains 1001 members 
Mstep: Class 45 contains 3728 members 
Mstep: Class 46 contains 988 members 
Mstep: Class 47 contains 13835 members 
Mstep: Class 48 contains 384 members 
Mstep: Class 49 contains 4141 members 
Mstep: Class 50 contains 302 members 
Mstep: Class 51 contains 418 members 
Mstep: Class 52 contains 38275 members 
Mstep: Class 53 contains 264 members 
Mstep: Class 54 contains 7292 members 
Mstep: Class 55 contains 451 members 
Mstep: Class 56 contains 1816 members 
Mstep: Class 57 contains 2957 members 
Mstep: Class 58 contains 814 members 
Mstep: Class 59 contains 155 members 
Mstep: Class 60 contains 635 members 
Mstep: Class 61 contains 549 members 
Mstep: Class 62 contains 275 members 
Mstep: Class 63 contains 367 members 
Mstep: Class 64 contains 222 members 
Mstep: Class 65 contains 746 members 
Mstep: Class 66 contains 230 members 
Mstep: Class 67 contains 151 members 
Mstep: Class 68 contains 722 members 
Mstep: Class 69 contains 503 members 
Mstep: Class 70 contains 214 members 
Mstep: Class 71 contains 399 members 
Mstep: Class 72 contains 4064 members 
Mstep: Class 73 contains 252 members 
Mstep: Class 74 contains 392 members 
Mstep: Class 75 contains 219 members 
Mstep: Class 76 contains 302 members 
Mstep: Class 77 contains 383 members 
Mstep: Class 78 contains 347 members 
Mstep: Class 80 contains 259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147547152.000000 Penalty: 274052.718750
Iteration 230Q: 80 clusters Score -1.475472e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 15363 members 
Mstep: Class 3 contains 27068 members 
Mstep: Class 4 contains 35819 members 
Mstep: Class 5 contains 21365 members 
Mstep: Class 6 contains 641 members 
Mstep: Class 7 contains 2492 members 
Mstep: Class 8 contains 48771 members 
Mstep: Class 9 contains 29942 members 
Mstep: Class 10 contains 12108 members 
Mstep: Class 11 contains 4398 members 
Mstep: Class 12 contains 225575 members 
Mstep: Class 13 contains 9179 members 
Mstep: Class 14 contains 5299 members 
Mstep: Class 15 contains 27010 members 
Mstep: Class 16 contains 9440 members 
Mstep: Class 17 contains 9836 members 
Mstep: Class 18 contains 8382 members 
Mstep: Class 19 contains 163170 members 
Mstep: Class 20 contains 41552 members 
Mstep: Class 21 contains 12699 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 10775 members 
Mstep: Class 24 contains 4123 members 
Mstep: Class 25 contains 6781 members 
Mstep: Class 26 contains 60523 members 
Mstep: Class 27 contains 9619 members 
Mstep: Class 28 contains 6867 members 
Mstep: Class 29 contains 5309 members 
Mstep: Class 30 contains 8662 members 
Mstep: Class 31 contains 335 members 
Mstep: Class 32 contains 452 members 
Mstep: Class 33 contains 1802 members 
Mstep: Class 34 contains 8709 members 
Mstep: Class 35 contains 197279 members 
Mstep: Class 36 contains 2889 members 
Mstep: Class 37 contains 4615 members 
Mstep: Class 38 contains 2495 members 
Mstep: Class 39 contains 322 members 
Mstep: Class 40 contains 9959 members 
Mstep: Class 41 contains 27276 members 
Mstep: Class 42 contains 5091 members 
Mstep: Class 43 contains 12597 members 
Mstep: Class 44 contains 1001 members 
Mstep: Class 45 contains 3728 members 
Mstep: Class 46 contains 988 members 
Mstep: Class 47 contains 13836 members 
Mstep: Class 48 contains 384 members 
Mstep: Class 49 contains 4141 members 
Mstep: Class 50 contains 302 members 
Mstep: Class 51 contains 418 members 
Mstep: Class 52 contains 38293 members 
Mstep: Class 53 contains 264 members 
Mstep: Class 54 contains 7292 members 
Mstep: Class 55 contains 451 members 
Mstep: Class 56 contains 1816 members 
Mstep: Class 57 contains 2957 members 
Mstep: Class 58 contains 814 members 
Mstep: Class 59 contains 155 members 
Mstep: Class 60 contains 635 members 
Mstep: Class 61 contains 549 members 
Mstep: Class 62 contains 275 members 
Mstep: Class 63 contains 367 members 
Mstep: Class 64 contains 222 members 
Mstep: Class 65 contains 746 members 
Mstep: Class 66 contains 230 members 
Mstep: Class 67 contains 151 members 
Mstep: Class 68 contains 722 members 
Mstep: Class 69 contains 503 members 
Mstep: Class 70 contains 214 members 
Mstep: Class 71 contains 399 members 
Mstep: Class 72 contains 4064 members 
Mstep: Class 73 contains 252 members 
Mstep: Class 74 contains 392 members 
Mstep: Class 75 contains 219 members 
Mstep: Class 76 contains 302 members 
Mstep: Class 77 contains 383 members 
Mstep: Class 78 contains 347 members 
Mstep: Class 80 contains 259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147547184.000000 Penalty: 274052.718750
Iteration 231Q: 80 clusters Score -1.475472e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 15363 members 
Mstep: Class 3 contains 27068 members 
Mstep: Class 4 contains 35817 members 
Mstep: Class 5 contains 21365 members 
Mstep: Class 6 contains 641 members 
Mstep: Class 7 contains 2492 members 
Mstep: Class 8 contains 48764 members 
Mstep: Class 9 contains 29942 members 
Mstep: Class 10 contains 12108 members 
Mstep: Class 11 contains 4397 members 
Mstep: Class 12 contains 225576 members 
Mstep: Class 13 contains 9180 members 
Mstep: Class 14 contains 5299 members 
Mstep: Class 15 contains 27010 members 
Mstep: Class 16 contains 9440 members 
Mstep: Class 17 contains 9830 members 
Mstep: Class 18 contains 8382 members 
Mstep: Class 19 contains 163170 members 
Mstep: Class 20 contains 41552 members 
Mstep: Class 21 contains 12698 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 10775 members 
Mstep: Class 24 contains 4123 members 
Mstep: Class 25 contains 6788 members 
Mstep: Class 26 contains 60523 members 
Mstep: Class 27 contains 9619 members 
Mstep: Class 28 contains 6867 members 
Mstep: Class 29 contains 5310 members 
Mstep: Class 30 contains 8662 members 
Mstep: Class 31 contains 335 members 
Mstep: Class 32 contains 452 members 
Mstep: Class 33 contains 1802 members 
Mstep: Class 34 contains 8709 members 
Mstep: Class 35 contains 197278 members 
Mstep: Class 36 contains 2889 members 
Mstep: Class 37 contains 4615 members 
Mstep: Class 38 contains 2495 members 
Mstep: Class 39 contains 322 members 
Mstep: Class 40 contains 9958 members 
Mstep: Class 41 contains 27276 members 
Mstep: Class 42 contains 5091 members 
Mstep: Class 43 contains 12597 members 
Mstep: Class 44 contains 1001 members 
Mstep: Class 45 contains 3728 members 
Mstep: Class 46 contains 988 members 
Mstep: Class 47 contains 13836 members 
Mstep: Class 48 contains 384 members 
Mstep: Class 49 contains 4141 members 
Mstep: Class 50 contains 302 members 
Mstep: Class 51 contains 418 members 
Mstep: Class 52 contains 38302 members 
Mstep: Class 53 contains 264 members 
Mstep: Class 54 contains 7292 members 
Mstep: Class 55 contains 451 members 
Mstep: Class 56 contains 1816 members 
Mstep: Class 57 contains 2957 members 
Mstep: Class 58 contains 814 members 
Mstep: Class 59 contains 155 members 
Mstep: Class 60 contains 635 members 
Mstep: Class 61 contains 549 members 
Mstep: Class 62 contains 275 members 
Mstep: Class 63 contains 367 members 
Mstep: Class 64 contains 222 members 
Mstep: Class 65 contains 746 members 
Mstep: Class 66 contains 230 members 
Mstep: Class 67 contains 151 members 
Mstep: Class 68 contains 722 members 
Mstep: Class 69 contains 503 members 
Mstep: Class 70 contains 214 members 
Mstep: Class 71 contains 399 members 
Mstep: Class 72 contains 4064 members 
Mstep: Class 73 contains 252 members 
Mstep: Class 74 contains 392 members 
Mstep: Class 75 contains 219 members 
Mstep: Class 76 contains 302 members 
Mstep: Class 77 contains 383 members 
Mstep: Class 78 contains 347 members 
Mstep: Class 80 contains 259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147547136.000000 Penalty: 274052.718750
Iteration 232Q: 80 clusters Score -1.475471e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 15363 members 
Mstep: Class 3 contains 27068 members 
Mstep: Class 4 contains 35818 members 
Mstep: Class 5 contains 21365 members 
Mstep: Class 6 contains 641 members 
Mstep: Class 7 contains 2492 members 
Mstep: Class 8 contains 48759 members 
Mstep: Class 9 contains 29942 members 
Mstep: Class 10 contains 12108 members 
Mstep: Class 11 contains 4397 members 
Mstep: Class 12 contains 225575 members 
Mstep: Class 13 contains 9181 members 
Mstep: Class 14 contains 5299 members 
Mstep: Class 15 contains 27010 members 
Mstep: Class 16 contains 9440 members 
Mstep: Class 17 contains 9823 members 
Mstep: Class 18 contains 8382 members 
Mstep: Class 19 contains 163168 members 
Mstep: Class 20 contains 41552 members 
Mstep: Class 21 contains 12698 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 10774 members 
Mstep: Class 24 contains 4123 members 
Mstep: Class 25 contains 6788 members 
Mstep: Class 26 contains 60523 members 
Mstep: Class 27 contains 9619 members 
Mstep: Class 28 contains 6867 members 
Mstep: Class 29 contains 5311 members 
Mstep: Class 30 contains 8662 members 
Mstep: Class 31 contains 335 members 
Mstep: Class 32 contains 452 members 
Mstep: Class 33 contains 1802 members 
Mstep: Class 34 contains 8709 members 
Mstep: Class 35 contains 197277 members 
Mstep: Class 36 contains 2889 members 
Mstep: Class 37 contains 4615 members 
Mstep: Class 38 contains 2495 members 
Mstep: Class 39 contains 322 members 
Mstep: Class 40 contains 9958 members 
Mstep: Class 41 contains 27276 members 
Mstep: Class 42 contains 5090 members 
Mstep: Class 43 contains 12596 members 
Mstep: Class 44 contains 1001 members 
Mstep: Class 45 contains 3728 members 
Mstep: Class 46 contains 988 members 
Mstep: Class 47 contains 13836 members 
Mstep: Class 48 contains 384 members 
Mstep: Class 49 contains 4141 members 
Mstep: Class 50 contains 302 members 
Mstep: Class 51 contains 418 members 
Mstep: Class 52 contains 38317 members 
Mstep: Class 53 contains 264 members 
Mstep: Class 54 contains 7293 members 
Mstep: Class 55 contains 451 members 
Mstep: Class 56 contains 1816 members 
Mstep: Class 57 contains 2957 members 
Mstep: Class 58 contains 814 members 
Mstep: Class 59 contains 155 members 
Mstep: Class 60 contains 635 members 
Mstep: Class 61 contains 549 members 
Mstep: Class 62 contains 275 members 
Mstep: Class 63 contains 367 members 
Mstep: Class 64 contains 222 members 
Mstep: Class 65 contains 746 members 
Mstep: Class 66 contains 230 members 
Mstep: Class 67 contains 151 members 
Mstep: Class 68 contains 722 members 
Mstep: Class 69 contains 503 members 
Mstep: Class 70 contains 214 members 
Mstep: Class 71 contains 399 members 
Mstep: Class 72 contains 4064 members 
Mstep: Class 73 contains 252 members 
Mstep: Class 74 contains 392 members 
Mstep: Class 75 contains 219 members 
Mstep: Class 76 contains 302 members 
Mstep: Class 77 contains 383 members 
Mstep: Class 78 contains 347 members 
Mstep: Class 80 contains 259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147547216.000000 Penalty: 274052.718750
Iteration 233Q: 80 clusters Score -1.475472e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 15363 members 
Mstep: Class 3 contains 27068 members 
Mstep: Class 4 contains 35817 members 
Mstep: Class 5 contains 21365 members 
Mstep: Class 6 contains 641 members 
Mstep: Class 7 contains 2493 members 
Mstep: Class 8 contains 48754 members 
Mstep: Class 9 contains 29942 members 
Mstep: Class 10 contains 12108 members 
Mstep: Class 11 contains 4397 members 
Mstep: Class 12 contains 225575 members 
Mstep: Class 13 contains 9179 members 
Mstep: Class 14 contains 5299 members 
Mstep: Class 15 contains 27010 members 
Mstep: Class 16 contains 9440 members 
Mstep: Class 17 contains 9812 members 
Mstep: Class 18 contains 8382 members 
Mstep: Class 19 contains 163166 members 
Mstep: Class 20 contains 41552 members 
Mstep: Class 21 contains 12698 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 10774 members 
Mstep: Class 24 contains 4123 members 
Mstep: Class 25 contains 6790 members 
Mstep: Class 26 contains 60523 members 
Mstep: Class 27 contains 9619 members 
Mstep: Class 28 contains 6867 members 
Mstep: Class 29 contains 5311 members 
Mstep: Class 30 contains 8662 members 
Mstep: Class 31 contains 335 members 
Mstep: Class 32 contains 452 members 
Mstep: Class 33 contains 1802 members 
Mstep: Class 34 contains 8709 members 
Mstep: Class 35 contains 197277 members 
Mstep: Class 36 contains 2889 members 
Mstep: Class 37 contains 4615 members 
Mstep: Class 38 contains 2495 members 
Mstep: Class 39 contains 322 members 
Mstep: Class 40 contains 9957 members 
Mstep: Class 41 contains 27276 members 
Mstep: Class 42 contains 5090 members 
Mstep: Class 43 contains 12596 members 
Mstep: Class 44 contains 1001 members 
Mstep: Class 45 contains 3727 members 
Mstep: Class 46 contains 988 members 
Mstep: Class 47 contains 13836 members 
Mstep: Class 48 contains 384 members 
Mstep: Class 49 contains 4141 members 
Mstep: Class 50 contains 302 members 
Mstep: Class 51 contains 418 members 
Mstep: Class 52 contains 38336 members 
Mstep: Class 53 contains 264 members 
Mstep: Class 54 contains 7294 members 
Mstep: Class 55 contains 451 members 
Mstep: Class 56 contains 1816 members 
Mstep: Class 57 contains 2957 members 
Mstep: Class 58 contains 814 members 
Mstep: Class 59 contains 155 members 
Mstep: Class 60 contains 635 members 
Mstep: Class 61 contains 549 members 
Mstep: Class 62 contains 275 members 
Mstep: Class 63 contains 367 members 
Mstep: Class 64 contains 222 members 
Mstep: Class 65 contains 746 members 
Mstep: Class 66 contains 230 members 
Mstep: Class 67 contains 151 members 
Mstep: Class 68 contains 722 members 
Mstep: Class 69 contains 503 members 
Mstep: Class 70 contains 214 members 
Mstep: Class 71 contains 399 members 
Mstep: Class 72 contains 4064 members 
Mstep: Class 73 contains 252 members 
Mstep: Class 74 contains 392 members 
Mstep: Class 75 contains 219 members 
Mstep: Class 76 contains 302 members 
Mstep: Class 77 contains 383 members 
Mstep: Class 78 contains 347 members 
Mstep: Class 80 contains 259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147547216.000000 Penalty: 274052.718750
Iteration 234Q: 80 clusters Score -1.475472e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 15363 members 
Mstep: Class 3 contains 27068 members 
Mstep: Class 4 contains 35817 members 
Mstep: Class 5 contains 21365 members 
Mstep: Class 6 contains 641 members 
Mstep: Class 7 contains 2493 members 
Mstep: Class 8 contains 48755 members 
Mstep: Class 9 contains 29942 members 
Mstep: Class 10 contains 12108 members 
Mstep: Class 11 contains 4397 members 
Mstep: Class 12 contains 225575 members 
Mstep: Class 13 contains 9177 members 
Mstep: Class 14 contains 5299 members 
Mstep: Class 15 contains 27010 members 
Mstep: Class 16 contains 9441 members 
Mstep: Class 17 contains 9805 members 
Mstep: Class 18 contains 8382 members 
Mstep: Class 19 contains 163160 members 
Mstep: Class 20 contains 41550 members 
Mstep: Class 21 contains 12698 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 10774 members 
Mstep: Class 24 contains 4123 members 
Mstep: Class 25 contains 6791 members 
Mstep: Class 26 contains 60523 members 
Mstep: Class 27 contains 9619 members 
Mstep: Class 28 contains 6867 members 
Mstep: Class 29 contains 5311 members 
Mstep: Class 30 contains 8662 members 
Mstep: Class 31 contains 335 members 
Mstep: Class 32 contains 452 members 
Mstep: Class 33 contains 1802 members 
Mstep: Class 34 contains 8709 members 
Mstep: Class 35 contains 197278 members 
Mstep: Class 36 contains 2889 members 
Mstep: Class 37 contains 4615 members 
Mstep: Class 38 contains 2495 members 
Mstep: Class 39 contains 322 members 
Mstep: Class 40 contains 9957 members 
Mstep: Class 41 contains 27276 members 
Mstep: Class 42 contains 5088 members 
Mstep: Class 43 contains 12596 members 
Mstep: Class 44 contains 1001 members 
Mstep: Class 45 contains 3726 members 
Mstep: Class 46 contains 988 members 
Mstep: Class 47 contains 13836 members 
Mstep: Class 48 contains 384 members 
Mstep: Class 49 contains 4141 members 
Mstep: Class 50 contains 302 members 
Mstep: Class 51 contains 418 members 
Mstep: Class 52 contains 38350 members 
Mstep: Class 53 contains 264 members 
Mstep: Class 54 contains 7296 members 
Mstep: Class 55 contains 451 members 
Mstep: Class 56 contains 1816 members 
Mstep: Class 57 contains 2957 members 
Mstep: Class 58 contains 814 members 
Mstep: Class 59 contains 155 members 
Mstep: Class 60 contains 635 members 
Mstep: Class 61 contains 549 members 
Mstep: Class 62 contains 275 members 
Mstep: Class 63 contains 367 members 
Mstep: Class 64 contains 222 members 
Mstep: Class 65 contains 746 members 
Mstep: Class 66 contains 230 members 
Mstep: Class 67 contains 151 members 
Mstep: Class 68 contains 722 members 
Mstep: Class 69 contains 503 members 
Mstep: Class 70 contains 214 members 
Mstep: Class 71 contains 399 members 
Mstep: Class 72 contains 4064 members 
Mstep: Class 73 contains 252 members 
Mstep: Class 74 contains 392 members 
Mstep: Class 75 contains 219 members 
Mstep: Class 76 contains 302 members 
Mstep: Class 77 contains 383 members 
Mstep: Class 78 contains 347 members 
Mstep: Class 80 contains 259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147547152.000000 Penalty: 274052.718750
Iteration 235Q: 80 clusters Score -1.475472e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 15363 members 
Mstep: Class 3 contains 27068 members 
Mstep: Class 4 contains 35817 members 
Mstep: Class 5 contains 21365 members 
Mstep: Class 6 contains 641 members 
Mstep: Class 7 contains 2493 members 
Mstep: Class 8 contains 48751 members 
Mstep: Class 9 contains 29942 members 
Mstep: Class 10 contains 12108 members 
Mstep: Class 11 contains 4398 members 
Mstep: Class 12 contains 225575 members 
Mstep: Class 13 contains 9178 members 
Mstep: Class 14 contains 5299 members 
Mstep: Class 15 contains 27010 members 
Mstep: Class 16 contains 9442 members 
Mstep: Class 17 contains 9795 members 
Mstep: Class 18 contains 8382 members 
Mstep: Class 19 contains 163157 members 
Mstep: Class 20 contains 41549 members 
Mstep: Class 21 contains 12698 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 10774 members 
Mstep: Class 24 contains 4123 members 
Mstep: Class 25 contains 6792 members 
Mstep: Class 26 contains 60523 members 
Mstep: Class 27 contains 9619 members 
Mstep: Class 28 contains 6867 members 
Mstep: Class 29 contains 5311 members 
Mstep: Class 30 contains 8662 members 
Mstep: Class 31 contains 335 members 
Mstep: Class 32 contains 452 members 
Mstep: Class 33 contains 1802 members 
Mstep: Class 34 contains 8709 members 
Mstep: Class 35 contains 197278 members 
Mstep: Class 36 contains 2889 members 
Mstep: Class 37 contains 4614 members 
Mstep: Class 38 contains 2495 members 
Mstep: Class 39 contains 322 members 
Mstep: Class 40 contains 9957 members 
Mstep: Class 41 contains 27276 members 
Mstep: Class 42 contains 5087 members 
Mstep: Class 43 contains 12596 members 
Mstep: Class 44 contains 1001 members 
Mstep: Class 45 contains 3725 members 
Mstep: Class 46 contains 988 members 
Mstep: Class 47 contains 13836 members 
Mstep: Class 48 contains 384 members 
Mstep: Class 49 contains 4141 members 
Mstep: Class 50 contains 302 members 
Mstep: Class 51 contains 418 members 
Mstep: Class 52 contains 38366 members 
Mstep: Class 53 contains 264 members 
Mstep: Class 54 contains 7297 members 
Mstep: Class 55 contains 451 members 
Mstep: Class 56 contains 1816 members 
Mstep: Class 57 contains 2957 members 
Mstep: Class 58 contains 814 members 
Mstep: Class 59 contains 155 members 
Mstep: Class 60 contains 635 members 
Mstep: Class 61 contains 549 members 
Mstep: Class 62 contains 275 members 
Mstep: Class 63 contains 367 members 
Mstep: Class 64 contains 222 members 
Mstep: Class 65 contains 746 members 
Mstep: Class 66 contains 230 members 
Mstep: Class 67 contains 151 members 
Mstep: Class 68 contains 722 members 
Mstep: Class 69 contains 503 members 
Mstep: Class 70 contains 214 members 
Mstep: Class 71 contains 399 members 
Mstep: Class 72 contains 4064 members 
Mstep: Class 73 contains 252 members 
Mstep: Class 74 contains 392 members 
Mstep: Class 75 contains 219 members 
Mstep: Class 76 contains 302 members 
Mstep: Class 77 contains 383 members 
Mstep: Class 78 contains 347 members 
Mstep: Class 80 contains 259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147547200.000000 Penalty: 274052.718750
Iteration 236Q: 80 clusters Score -1.475472e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 15362 members 
Mstep: Class 3 contains 27067 members 
Mstep: Class 4 contains 35818 members 
Mstep: Class 5 contains 21365 members 
Mstep: Class 6 contains 641 members 
Mstep: Class 7 contains 2493 members 
Mstep: Class 8 contains 48743 members 
Mstep: Class 9 contains 29942 members 
Mstep: Class 10 contains 12108 members 
Mstep: Class 11 contains 4398 members 
Mstep: Class 12 contains 225574 members 
Mstep: Class 13 contains 9177 members 
Mstep: Class 14 contains 5299 members 
Mstep: Class 15 contains 27010 members 
Mstep: Class 16 contains 9443 members 
Mstep: Class 17 contains 9781 members 
Mstep: Class 18 contains 8382 members 
Mstep: Class 19 contains 163156 members 
Mstep: Class 20 contains 41548 members 
Mstep: Class 21 contains 12699 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 10774 members 
Mstep: Class 24 contains 4123 members 
Mstep: Class 25 contains 6793 members 
Mstep: Class 26 contains 60525 members 
Mstep: Class 27 contains 9619 members 
Mstep: Class 28 contains 6867 members 
Mstep: Class 29 contains 5311 members 
Mstep: Class 30 contains 8662 members 
Mstep: Class 31 contains 335 members 
Mstep: Class 32 contains 452 members 
Mstep: Class 33 contains 1802 members 
Mstep: Class 34 contains 8709 members 
Mstep: Class 35 contains 197278 members 
Mstep: Class 36 contains 2889 members 
Mstep: Class 37 contains 4614 members 
Mstep: Class 38 contains 2495 members 
Mstep: Class 39 contains 322 members 
Mstep: Class 40 contains 9957 members 
Mstep: Class 41 contains 27276 members 
Mstep: Class 42 contains 5088 members 
Mstep: Class 43 contains 12596 members 
Mstep: Class 44 contains 1001 members 
Mstep: Class 45 contains 3725 members 
Mstep: Class 46 contains 988 members 
Mstep: Class 47 contains 13836 members 
Mstep: Class 48 contains 384 members 
Mstep: Class 49 contains 4141 members 
Mstep: Class 50 contains 302 members 
Mstep: Class 51 contains 418 members 
Mstep: Class 52 contains 38386 members 
Mstep: Class 53 contains 264 members 
Mstep: Class 54 contains 7298 members 
Mstep: Class 55 contains 451 members 
Mstep: Class 56 contains 1816 members 
Mstep: Class 57 contains 2957 members 
Mstep: Class 58 contains 814 members 
Mstep: Class 59 contains 155 members 
Mstep: Class 60 contains 635 members 
Mstep: Class 61 contains 549 members 
Mstep: Class 62 contains 275 members 
Mstep: Class 63 contains 367 members 
Mstep: Class 64 contains 222 members 
Mstep: Class 65 contains 746 members 
Mstep: Class 66 contains 230 members 
Mstep: Class 67 contains 151 members 
Mstep: Class 68 contains 722 members 
Mstep: Class 69 contains 503 members 
Mstep: Class 70 contains 214 members 
Mstep: Class 71 contains 399 members 
Mstep: Class 72 contains 4064 members 
Mstep: Class 73 contains 252 members 
Mstep: Class 74 contains 392 members 
Mstep: Class 75 contains 219 members 
Mstep: Class 76 contains 302 members 
Mstep: Class 77 contains 383 members 
Mstep: Class 78 contains 347 members 
Mstep: Class 80 contains 259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147547200.000000 Penalty: 274052.718750
Iteration 237Q: 80 clusters Score -1.475472e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 15361 members 
Mstep: Class 3 contains 27067 members 
Mstep: Class 4 contains 35818 members 
Mstep: Class 5 contains 21364 members 
Mstep: Class 6 contains 641 members 
Mstep: Class 7 contains 2493 members 
Mstep: Class 8 contains 48748 members 
Mstep: Class 9 contains 29941 members 
Mstep: Class 10 contains 12108 members 
Mstep: Class 11 contains 4398 members 
Mstep: Class 12 contains 225571 members 
Mstep: Class 13 contains 9176 members 
Mstep: Class 14 contains 5299 members 
Mstep: Class 15 contains 27010 members 
Mstep: Class 16 contains 9443 members 
Mstep: Class 17 contains 9773 members 
Mstep: Class 18 contains 8382 members 
Mstep: Class 19 contains 163150 members 
Mstep: Class 20 contains 41548 members 
Mstep: Class 21 contains 12698 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 10774 members 
Mstep: Class 24 contains 4123 members 
Mstep: Class 25 contains 6791 members 
Mstep: Class 26 contains 60526 members 
Mstep: Class 27 contains 9619 members 
Mstep: Class 28 contains 6867 members 
Mstep: Class 29 contains 5311 members 
Mstep: Class 30 contains 8662 members 
Mstep: Class 31 contains 335 members 
Mstep: Class 32 contains 452 members 
Mstep: Class 33 contains 1802 members 
Mstep: Class 34 contains 8709 members 
Mstep: Class 35 contains 197279 members 
Mstep: Class 36 contains 2889 members 
Mstep: Class 37 contains 4614 members 
Mstep: Class 38 contains 2495 members 
Mstep: Class 39 contains 322 members 
Mstep: Class 40 contains 9957 members 
Mstep: Class 41 contains 27276 members 
Mstep: Class 42 contains 5088 members 
Mstep: Class 43 contains 12596 members 
Mstep: Class 44 contains 1001 members 
Mstep: Class 45 contains 3723 members 
Mstep: Class 46 contains 988 members 
Mstep: Class 47 contains 13837 members 
Mstep: Class 48 contains 384 members 
Mstep: Class 49 contains 4141 members 
Mstep: Class 50 contains 302 members 
Mstep: Class 51 contains 418 members 
Mstep: Class 52 contains 38400 members 
Mstep: Class 53 contains 264 members 
Mstep: Class 54 contains 7302 members 
Mstep: Class 55 contains 451 members 
Mstep: Class 56 contains 1816 members 
Mstep: Class 57 contains 2957 members 
Mstep: Class 58 contains 814 members 
Mstep: Class 59 contains 155 members 
Mstep: Class 60 contains 635 members 
Mstep: Class 61 contains 549 members 
Mstep: Class 62 contains 275 members 
Mstep: Class 63 contains 367 members 
Mstep: Class 64 contains 222 members 
Mstep: Class 65 contains 746 members 
Mstep: Class 66 contains 230 members 
Mstep: Class 67 contains 151 members 
Mstep: Class 68 contains 722 members 
Mstep: Class 69 contains 503 members 
Mstep: Class 70 contains 214 members 
Mstep: Class 71 contains 399 members 
Mstep: Class 72 contains 4064 members 
Mstep: Class 73 contains 252 members 
Mstep: Class 74 contains 392 members 
Mstep: Class 75 contains 219 members 
Mstep: Class 76 contains 302 members 
Mstep: Class 77 contains 383 members 
Mstep: Class 78 contains 347 members 
Mstep: Class 80 contains 259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147547280.000000 Penalty: 274052.718750
Iteration 238Q: 80 clusters Score -1.475473e+08 nChanged 37
Entering ConstructFrom: 
Score: -147547280.000000 Penalty: 274052.718750
Entering ConstructFrom: 
Trying to split cluster 1 (3320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Entering Unmasked Estep 
Score: -407661.781250 Penalty: 2010.714600
	Iteration 0F: 2 clusters Score -407661.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -404221.906250 Penalty: 4021.429199
	Iteration 0F: 3 clusters Score -404221.9 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -404949.218750 Penalty: 4021.429199
	Iteration 1F: 3 clusters Score -404949.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -405106.937500 Penalty: 4021.429199
	Iteration 2F: 3 clusters Score -405106.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -405195.031250 Penalty: 4021.429199
	Iteration 3Q: 3 clusters Score -405195 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -405248.281250 Penalty: 4021.429199
	Iteration 4Q: 3 clusters Score -405248.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -405292.812500 Penalty: 4021.429199
	Iteration 5Q: 3 clusters Score -405292.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -405328.031250 Penalty: 4021.429199
	Iteration 6Q: 3 clusters Score -405328 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -405359.843750 Penalty: 4021.429199
	Iteration 7Q: 3 clusters Score -405359.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -405401.750000 Penalty: 4021.429199
	Iteration 8Q: 3 clusters Score -405401.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -405442.468750 Penalty: 4021.429199
	Iteration 9Q: 3 clusters Score -405442.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -405483.500000 Penalty: 4021.429199
	Iteration 10Q: 3 clusters Score -405483.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -405516.000000 Penalty: 4021.429199
	Iteration 11Q: 3 clusters Score -405516 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -405546.281250 Penalty: 4021.429199
	Iteration 12Q: 3 clusters Score -405546.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -405570.937500 Penalty: 4021.429199
	Iteration 13Q: 3 clusters Score -405570.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -405590.156250 Penalty: 4021.429199
	Iteration 14Q: 3 clusters Score -405590.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -405605.781250 Penalty: 4021.429199
	Iteration 15Q: 3 clusters Score -405605.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -405620.093750 Penalty: 4021.429199
	Iteration 16Q: 3 clusters Score -405620.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -405642.406250 Penalty: 4021.429199
	Iteration 17Q: 3 clusters Score -405642.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -405667.343750 Penalty: 4021.429199
	Iteration 18Q: 3 clusters Score -405667.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -405690.406250 Penalty: 4021.429199
	Iteration 19Q: 3 clusters Score -405690.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -405714.250000 Penalty: 4021.429199
	Iteration 20F: 3 clusters Score -405714.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -405735.375000 Penalty: 4021.429199
	Iteration 21Q: 3 clusters Score -405735.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -405757.750000 Penalty: 4021.429199
	Iteration 22Q: 3 clusters Score -405757.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -405779.156250 Penalty: 4021.429199
	Iteration 23Q: 3 clusters Score -405779.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -405792.437500 Penalty: 4021.429199
	Iteration 24Q: 3 clusters Score -405792.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -405806.625000 Penalty: 4021.429199
	Iteration 25Q: 3 clusters Score -405806.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -405826.843750 Penalty: 4021.429199
	Iteration 26Q: 3 clusters Score -405826.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -405850.562500 Penalty: 4021.429199
	Iteration 27Q: 3 clusters Score -405850.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -405878.937500 Penalty: 4021.429199
	Iteration 28Q: 3 clusters Score -405878.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -405915.625000 Penalty: 4021.429199
	Iteration 29Q: 3 clusters Score -405915.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -405959.562500 Penalty: 4021.429199
	Iteration 30Q: 3 clusters Score -405959.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -406002.812500 Penalty: 4021.429199
	Iteration 31Q: 3 clusters Score -406002.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -406042.781250 Penalty: 4021.429199
	Iteration 32Q: 3 clusters Score -406042.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -406076.625000 Penalty: 4021.429199
	Iteration 33Q: 3 clusters Score -406076.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -406108.906250 Penalty: 4021.429199
	Iteration 34Q: 3 clusters Score -406108.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -406131.593750 Penalty: 4021.429199
	Iteration 35Q: 3 clusters Score -406131.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -406154.500000 Penalty: 4021.429199
	Iteration 36Q: 3 clusters Score -406154.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -406168.593750 Penalty: 4021.429199
	Iteration 37Q: 3 clusters Score -406168.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -406181.406250 Penalty: 4021.429199
	Iteration 38Q: 3 clusters Score -406181.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -406189.218750 Penalty: 4021.429199
	Iteration 39Q: 3 clusters Score -406189.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -406193.375000 Penalty: 4021.429199
	Iteration 40F: 3 clusters Score -406193.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -406198.062500 Penalty: 4021.429199
	Iteration 41Q: 3 clusters Score -406198.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -406201.250000 Penalty: 4021.429199
	Iteration 42Q: 3 clusters Score -406201.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -406204.781250 Penalty: 4021.429199
	Iteration 43Q: 3 clusters Score -406204.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -406207.031250 Penalty: 4021.429199
	Iteration 44Q: 3 clusters Score -406207 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -406209.281250 Penalty: 4021.429199
	Iteration 45Q: 3 clusters Score -406209.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -406209.250000 Penalty: 4021.429199
	Iteration 46Q: 3 clusters Score -406209.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -406209.906250 Penalty: 4021.429199
	Iteration 47Q: 3 clusters Score -406209.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -406211.343750 Penalty: 4021.429199
	Iteration 48Q: 3 clusters Score -406211.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -406211.906250 Penalty: 4021.429199
	Iteration 49Q: 3 clusters Score -406211.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -406213.343750 Penalty: 4021.429199
	Iteration 50Q: 3 clusters Score -406213.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -406214.562500 Penalty: 4021.429199
	Iteration 51Q: 3 clusters Score -406214.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -406216.937500 Penalty: 4021.429199
	Iteration 52Q: 3 clusters Score -406216.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -406219.312500 Penalty: 4021.429199
	Iteration 53Q: 3 clusters Score -406219.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -406221.718750 Penalty: 4021.429199
	Iteration 54Q: 3 clusters Score -406221.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -406226.281250 Penalty: 4021.429199
	Iteration 55Q: 3 clusters Score -406226.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -406228.968750 Penalty: 4021.429199
	Iteration 56Q: 3 clusters Score -406229 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -406231.406250 Penalty: 4021.429199
	Iteration 57Q: 3 clusters Score -406231.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -406232.218750 Penalty: 4021.429199
	Iteration 58Q: 3 clusters Score -406232.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -406234.937500 Penalty: 4021.429199
	Iteration 59Q: 3 clusters Score -406234.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -406236.093750 Penalty: 4021.429199
	Iteration 60F: 3 clusters Score -406236.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -406236.625000 Penalty: 4021.429199
	Iteration 61Q: 3 clusters Score -406236.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -406237.406250 Penalty: 4021.429199
	Iteration 62Q: 3 clusters Score -406237.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -406239.562500 Penalty: 4021.429199
	Iteration 63Q: 3 clusters Score -406239.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -406239.937500 Penalty: 4021.429199
	Iteration 64Q: 3 clusters Score -406239.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -406241.625000 Penalty: 4021.429199
	Iteration 65Q: 3 clusters Score -406241.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -406242.156250 Penalty: 4021.429199
	Iteration 66Q: 3 clusters Score -406242.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -406243.750000 Penalty: 4021.429199
	Iteration 67Q: 3 clusters Score -406243.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -406243.750000 Penalty: 4021.429199
	Iteration 68F: 3 clusters Score -406243.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (15361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15361 members 
Entering Unmasked Estep 
Score: -1944116.125000 Penalty: 2390.617676
	Iteration 0F: 2 clusters Score -1944116 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -1932989.875000 Penalty: 4781.235352
	Iteration 0F: 3 clusters Score -1932990 nChanged 6674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -1936507.125000 Penalty: 4781.235352
	Iteration 1F: 3 clusters Score -1936507 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -1936890.375000 Penalty: 4781.235352
	Iteration 2F: 3 clusters Score -1936890 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -1937238.375000 Penalty: 4781.235352
	Iteration 3F: 3 clusters Score -1937238 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -1937607.625000 Penalty: 4781.235352
	Iteration 4Q: 3 clusters Score -1937608 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -1938049.000000 Penalty: 4781.235352
	Iteration 5Q: 3 clusters Score -1938049 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -1938678.500000 Penalty: 4781.235352
	Iteration 6F: 3 clusters Score -1938678 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -1939402.375000 Penalty: 4781.235352
	Iteration 7F: 3 clusters Score -1939402 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -1940130.375000 Penalty: 4781.235352
	Iteration 8F: 3 clusters Score -1940130 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -1940705.250000 Penalty: 4781.235352
	Iteration 9F: 3 clusters Score -1940705 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -1941039.250000 Penalty: 4781.235352
	Iteration 10Q: 3 clusters Score -1941039 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -1941218.875000 Penalty: 4781.235352
	Iteration 11Q: 3 clusters Score -1941219 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -1941309.625000 Penalty: 4781.235352
	Iteration 12Q: 3 clusters Score -1941310 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -1941355.250000 Penalty: 4781.235352
	Iteration 13Q: 3 clusters Score -1941355 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -1941396.500000 Penalty: 4781.235352
	Iteration 14Q: 3 clusters Score -1941396 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -1941418.500000 Penalty: 4781.235352
	Iteration 15Q: 3 clusters Score -1941418 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -1941432.125000 Penalty: 4781.235352
	Iteration 16Q: 3 clusters Score -1941432 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -1941447.125000 Penalty: 4781.235352
	Iteration 17Q: 3 clusters Score -1941447 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -1941459.625000 Penalty: 4781.235352
	Iteration 18Q: 3 clusters Score -1941460 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -1941473.625000 Penalty: 4781.235352
	Iteration 19Q: 3 clusters Score -1941474 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9047 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -1941480.875000 Penalty: 4781.235352
	Iteration 20F: 3 clusters Score -1941481 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -1941482.000000 Penalty: 4781.235352
	Iteration 21Q: 3 clusters Score -1941482 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -1941486.500000 Penalty: 4781.235352
	Iteration 22Q: 3 clusters Score -1941486 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -1941486.125000 Penalty: 4781.235352
	Iteration 23Q: 3 clusters Score -1941486 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -1941488.500000 Penalty: 4781.235352
	Iteration 24Q: 3 clusters Score -1941488 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -1941498.000000 Penalty: 4781.235352
	Iteration 25Q: 3 clusters Score -1941498 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -1941500.125000 Penalty: 4781.235352
	Iteration 26Q: 3 clusters Score -1941500 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -1941510.000000 Penalty: 4781.235352
	Iteration 27Q: 3 clusters Score -1941510 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -1941518.750000 Penalty: 4781.235352
	Iteration 28Q: 3 clusters Score -1941519 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -1941523.125000 Penalty: 4781.235352
	Iteration 29Q: 3 clusters Score -1941523 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -1941531.500000 Penalty: 4781.235352
	Iteration 30Q: 3 clusters Score -1941532 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -1941537.750000 Penalty: 4781.235352
	Iteration 31Q: 3 clusters Score -1941538 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -1941548.750000 Penalty: 4781.235352
	Iteration 32Q: 3 clusters Score -1941549 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -1941553.875000 Penalty: 4781.235352
	Iteration 33Q: 3 clusters Score -1941554 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -1941551.375000 Penalty: 4781.235352
	Iteration 34Q: 3 clusters Score -1941551 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -1941561.250000 Penalty: 4781.235352
	Iteration 35Q: 3 clusters Score -1941561 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -1941575.625000 Penalty: 4781.235352
	Iteration 36Q: 3 clusters Score -1941576 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -1941585.750000 Penalty: 4781.235352
	Iteration 37Q: 3 clusters Score -1941586 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -1941585.500000 Penalty: 4781.235352
	Iteration 38Q: 3 clusters Score -1941586 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -1941592.125000 Penalty: 4781.235352
	Iteration 39Q: 3 clusters Score -1941592 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -1941599.000000 Penalty: 4781.235352
	Iteration 40F: 3 clusters Score -1941599 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -1941602.250000 Penalty: 4781.235352
	Iteration 41Q: 3 clusters Score -1941602 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -1941607.250000 Penalty: 4781.235352
	Iteration 42Q: 3 clusters Score -1941607 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -1941616.250000 Penalty: 4781.235352
	Iteration 43Q: 3 clusters Score -1941616 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -1941619.625000 Penalty: 4781.235352
	Iteration 44Q: 3 clusters Score -1941620 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -1941627.250000 Penalty: 4781.235352
	Iteration 45Q: 3 clusters Score -1941627 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -1941637.125000 Penalty: 4781.235352
	Iteration 46Q: 3 clusters Score -1941637 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -1941646.625000 Penalty: 4781.235352
	Iteration 47Q: 3 clusters Score -1941647 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -1941656.125000 Penalty: 4781.235352
	Iteration 48Q: 3 clusters Score -1941656 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -1941664.125000 Penalty: 4781.235352
	Iteration 49Q: 3 clusters Score -1941664 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -1941672.625000 Penalty: 4781.235352
	Iteration 50Q: 3 clusters Score -1941673 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -1941683.625000 Penalty: 4781.235352
	Iteration 51Q: 3 clusters Score -1941684 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -1941691.750000 Penalty: 4781.235352
	Iteration 52Q: 3 clusters Score -1941692 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -1941702.750000 Penalty: 4781.235352
	Iteration 53Q: 3 clusters Score -1941703 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -1941713.500000 Penalty: 4781.235352
	Iteration 54Q: 3 clusters Score -1941714 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -1941720.375000 Penalty: 4781.235352
	Iteration 55Q: 3 clusters Score -1941720 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -1941725.875000 Penalty: 4781.235352
	Iteration 56Q: 3 clusters Score -1941726 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -1941736.625000 Penalty: 4781.235352
	Iteration 57Q: 3 clusters Score -1941737 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -1941741.250000 Penalty: 4781.235352
	Iteration 58Q: 3 clusters Score -1941741 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -1941743.375000 Penalty: 4781.235352
	Iteration 59Q: 3 clusters Score -1941743 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -1941744.250000 Penalty: 4781.235352
	Iteration 60F: 3 clusters Score -1941744 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -1941750.000000 Penalty: 4781.235352
	Iteration 61Q: 3 clusters Score -1941750 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -1941761.000000 Penalty: 4781.235352
	Iteration 62Q: 3 clusters Score -1941761 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -1941769.750000 Penalty: 4781.235352
	Iteration 63Q: 3 clusters Score -1941770 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -1941780.125000 Penalty: 4781.235352
	Iteration 64Q: 3 clusters Score -1941780 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -1941788.250000 Penalty: 4781.235352
	Iteration 65Q: 3 clusters Score -1941788 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -1941802.500000 Penalty: 4781.235352
	Iteration 66Q: 3 clusters Score -1941802 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -1941808.750000 Penalty: 4781.235352
	Iteration 67Q: 3 clusters Score -1941809 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -1941822.000000 Penalty: 4781.235352
	Iteration 68Q: 3 clusters Score -1941822 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -1941832.125000 Penalty: 4781.235352
	Iteration 69Q: 3 clusters Score -1941832 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -1941840.375000 Penalty: 4781.235352
	Iteration 70Q: 3 clusters Score -1941840 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -1941849.875000 Penalty: 4781.235352
	Iteration 71Q: 3 clusters Score -1941850 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -1941861.625000 Penalty: 4781.235352
	Iteration 72Q: 3 clusters Score -1941862 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -1941865.875000 Penalty: 4781.235352
	Iteration 73Q: 3 clusters Score -1941866 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -1941874.250000 Penalty: 4781.235352
	Iteration 74Q: 3 clusters Score -1941874 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
Score: -1941887.500000 Penalty: 4781.235352
	Iteration 75Q: 3 clusters Score -1941888 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -1941899.250000 Penalty: 4781.235352
	Iteration 76Q: 3 clusters Score -1941899 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -1941905.250000 Penalty: 4781.235352
	Iteration 77Q: 3 clusters Score -1941905 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -1941910.500000 Penalty: 4781.235352
	Iteration 78Q: 3 clusters Score -1941910 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -1941921.250000 Penalty: 4781.235352
	Iteration 79Q: 3 clusters Score -1941921 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 9190 members 
Entering Unmasked Estep 
Score: -1941924.000000 Penalty: 4781.235352
	Iteration 80F: 3 clusters Score -1941924 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -1941935.125000 Penalty: 4781.235352
	Iteration 81Q: 3 clusters Score -1941935 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -1941945.500000 Penalty: 4781.235352
	Iteration 82Q: 3 clusters Score -1941946 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 9316 members 
Entering Unmasked Estep 
Score: -1941948.875000 Penalty: 4781.235352
	Iteration 83Q: 3 clusters Score -1941949 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
Score: -1941962.000000 Penalty: 4781.235352
	Iteration 84Q: 3 clusters Score -1941962 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -1941977.125000 Penalty: 4781.235352
	Iteration 85Q: 3 clusters Score -1941977 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -1941982.375000 Penalty: 4781.235352
	Iteration 86Q: 3 clusters Score -1941982 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
Score: -1941986.000000 Penalty: 4781.235352
	Iteration 87Q: 3 clusters Score -1941986 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 9559 members 
Entering Unmasked Estep 
Score: -1941984.125000 Penalty: 4781.235352
	Iteration 88Q: 3 clusters Score -1941984 nChanged 42
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Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -1941994.250000 Penalty: 4781.235352
	Iteration 89Q: 3 clusters Score -1941994 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -1942008.500000 Penalty: 4781.235352
	Iteration 90Q: 3 clusters Score -1942008 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -1942013.125000 Penalty: 4781.235352
	Iteration 91Q: 3 clusters Score -1942013 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 9751 members 
Entering Unmasked Estep 
Score: -1942021.250000 Penalty: 4781.235352
	Iteration 92Q: 3 clusters Score -1942021 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 9806 members 
Entering Unmasked Estep 
Score: -1942033.500000 Penalty: 4781.235352
	Iteration 93Q: 3 clusters Score -1942034 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -1942037.125000 Penalty: 4781.235352
	Iteration 94Q: 3 clusters Score -1942037 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
Score: -1942040.375000 Penalty: 4781.235352
	Iteration 95Q: 3 clusters Score -1942040 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 9923 members 
Entering Unmasked Estep 
Score: -1942053.375000 Penalty: 4781.235352
	Iteration 96Q: 3 clusters Score -1942053 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -1942061.875000 Penalty: 4781.235352
	Iteration 97Q: 3 clusters Score -1942062 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -1942063.625000 Penalty: 4781.235352
	Iteration 98Q: 3 clusters Score -1942064 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 10036 members 
Entering Unmasked Estep 
Score: -1942066.625000 Penalty: 4781.235352
	Iteration 99Q: 3 clusters Score -1942067 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 10071 members 
Entering Unmasked Estep 
Score: -1942071.750000 Penalty: 4781.235352
	Iteration 100F: 3 clusters Score -1942072 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 10106 members 
Entering Unmasked Estep 
Score: -1942079.125000 Penalty: 4781.235352
	Iteration 101Q: 3 clusters Score -1942079 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
Score: -1942080.250000 Penalty: 4781.235352
	Iteration 102Q: 3 clusters Score -1942080 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 10176 members 
Entering Unmasked Estep 
Score: -1942089.500000 Penalty: 4781.235352
	Iteration 103Q: 3 clusters Score -1942090 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 10204 members 
Entering Unmasked Estep 
Score: -1942099.250000 Penalty: 4781.235352
	Iteration 104Q: 3 clusters Score -1942099 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 10242 members 
Entering Unmasked Estep 
Score: -1942105.000000 Penalty: 4781.235352
	Iteration 105Q: 3 clusters Score -1942105 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
Score: -1942113.500000 Penalty: 4781.235352
	Iteration 106Q: 3 clusters Score -1942114 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 10283 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -1942114 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 10308 members 
Entering Unmasked Estep 
Score: -1942115.875000 Penalty: 4781.235352
	Iteration 108Q: 3 clusters Score -1942116 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 10331 members 
Entering Unmasked Estep 
Score: -1942127.000000 Penalty: 4781.235352
	Iteration 109Q: 3 clusters Score -1942127 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 10356 members 
Entering Unmasked Estep 
Score: -1942133.000000 Penalty: 4781.235352
	Iteration 110Q: 3 clusters Score -1942133 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 10385 members 
Entering Unmasked Estep 
Score: -1942131.375000 Penalty: 4781.235352
	Iteration 111Q: 3 clusters Score -1942131 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 10417 members 
Entering Unmasked Estep 
Score: -1942134.250000 Penalty: 4781.235352
	Iteration 112Q: 3 clusters Score -1942134 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
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Entering Unmasked Estep 
Score: -1942135.000000 Penalty: 4781.235352
	Iteration 113Q: 3 clusters Score -1942135 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 10476 members 
Entering Unmasked Estep 
Score: -1942136.750000 Penalty: 4781.235352
	Iteration 114Q: 3 clusters Score -1942137 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 10510 members 
Entering Unmasked Estep 
Score: -1942145.875000 Penalty: 4781.235352
	Iteration 115Q: 3 clusters Score -1942146 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4820 members 
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Entering Unmasked Estep 
Score: -1942151.875000 Penalty: 4781.235352
	Iteration 116Q: 3 clusters Score -1942152 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 10570 members 
Entering Unmasked Estep 
Score: -1942151.500000 Penalty: 4781.235352
	Iteration 117Q: 3 clusters Score -1942152 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 10594 members 
Entering Unmasked Estep 
Score: -1942154.875000 Penalty: 4781.235352
	Iteration 118Q: 3 clusters Score -1942155 nChanged 30
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Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 10624 members 
Entering Unmasked Estep 
Score: -1942160.250000 Penalty: 4781.235352
	Iteration 119Q: 3 clusters Score -1942160 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 10658 members 
Entering Unmasked Estep 
Score: -1942170.000000 Penalty: 4781.235352
	Iteration 120F: 3 clusters Score -1942170 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 10697 members 
Entering Unmasked Estep 
Score: -1942176.250000 Penalty: 4781.235352
	Iteration 121Q: 3 clusters Score -1942176 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4616 members 
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Entering Unmasked Estep 
Score: -1942186.375000 Penalty: 4781.235352
	Iteration 122Q: 3 clusters Score -1942186 nChanged 56
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Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 10797 members 
Entering Unmasked Estep 
Score: -1942194.125000 Penalty: 4781.235352
	Iteration 123Q: 3 clusters Score -1942194 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 10849 members 
Entering Unmasked Estep 
Score: -1942207.375000 Penalty: 4781.235352
	Iteration 124Q: 3 clusters Score -1942207 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 10895 members 
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Score: -1942218.000000 Penalty: 4781.235352
	Iteration 125Q: 3 clusters Score -1942218 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 10946 members 
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Score: -1942224.500000 Penalty: 4781.235352
	Iteration 126Q: 3 clusters Score -1942224 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 10999 members 
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Score: -1942236.000000 Penalty: 4781.235352
	Iteration 127Q: 3 clusters Score -1942236 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 11040 members 
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Score: -1942239.125000 Penalty: 4781.235352
	Iteration 128Q: 3 clusters Score -1942239 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 11076 members 
Entering Unmasked Estep 
Score: -1942246.375000 Penalty: 4781.235352
	Iteration 129Q: 3 clusters Score -1942246 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 11109 members 
Entering Unmasked Estep 
Score: -1942253.625000 Penalty: 4781.235352
	Iteration 130Q: 3 clusters Score -1942254 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4215 members 
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Score: -1942261.625000 Penalty: 4781.235352
	Iteration 131Q: 3 clusters Score -1942262 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 11185 members 
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	Iteration 132Q: 3 clusters Score -1942272 nChanged 48
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 11231 members 
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	Iteration 133Q: 3 clusters Score -1942279 nChanged 37
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Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 11266 members 
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Score: -1942281.500000 Penalty: 4781.235352
	Iteration 134Q: 3 clusters Score -1942282 nChanged 39
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Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 11303 members 
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Score: -1942294.375000 Penalty: 4781.235352
	Iteration 135Q: 3 clusters Score -1942294 nChanged 35
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Mstep: Class 1 contains 4025 members 
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Entering Unmasked Estep 
Score: -1942304.125000 Penalty: 4781.235352
	Iteration 136Q: 3 clusters Score -1942304 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 11370 members 
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Score: -1942310.625000 Penalty: 4781.235352
	Iteration 137Q: 3 clusters Score -1942311 nChanged 34
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Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 11404 members 
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Score: -1942313.125000 Penalty: 4781.235352
	Iteration 138Q: 3 clusters Score -1942313 nChanged 40
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Mstep: Class 1 contains 3919 members 
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Score: -1942318.750000 Penalty: 4781.235352
	Iteration 139Q: 3 clusters Score -1942319 nChanged 24
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Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 11466 members 
Entering Unmasked Estep 
Score: -1942321.875000 Penalty: 4781.235352
	Iteration 140F: 3 clusters Score -1942322 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 11487 members 
Entering Unmasked Estep 
Score: -1942327.125000 Penalty: 4781.235352
	Iteration 141Q: 3 clusters Score -1942327 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 11502 members 
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Score: -1942330.375000 Penalty: 4781.235352
	Iteration 142Q: 3 clusters Score -1942330 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 11518 members 
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Score: -1942332.875000 Penalty: 4781.235352
	Iteration 143Q: 3 clusters Score -1942333 nChanged 11
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Mstep: Class 1 contains 3832 members 
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Score: -1942335.500000 Penalty: 4781.235352
	Iteration 144Q: 3 clusters Score -1942336 nChanged 11
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Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 11540 members 
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Score: -1942338.250000 Penalty: 4781.235352
	Iteration 145Q: 3 clusters Score -1942338 nChanged 10
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Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 11548 members 
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	Iteration 146Q: 3 clusters Score -1942339 nChanged 15
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Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 11561 members 
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	Iteration 147Q: 3 clusters Score -1942339 nChanged 15
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Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 11576 members 
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Score: -1942342.875000 Penalty: 4781.235352
	Iteration 148Q: 3 clusters Score -1942343 nChanged 9
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Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 11585 members 
Entering Unmasked Estep 
Score: -1942339.500000 Penalty: 4781.235352
	Iteration 149Q: 3 clusters Score -1942340 nChanged 8
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Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 11591 members 
Entering Unmasked Estep 
Score: -1942336.875000 Penalty: 4781.235352
	Iteration 150Q: 3 clusters Score -1942337 nChanged 7
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Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 11598 members 
Entering Unmasked Estep 
Score: -1942339.000000 Penalty: 4781.235352
	Iteration 151Q: 3 clusters Score -1942339 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 11605 members 
Entering Unmasked Estep 
Score: -1942340.500000 Penalty: 4781.235352
	Iteration 152Q: 3 clusters Score -1942340 nChanged 7
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Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 11612 members 
Entering Unmasked Estep 
Score: -1942343.250000 Penalty: 4781.235352
	Iteration 153Q: 3 clusters Score -1942343 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 11624 members 
Entering Unmasked Estep 
Score: -1942346.000000 Penalty: 4781.235352
	Iteration 154Q: 3 clusters Score -1942346 nChanged 15
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Mstep: Class 1 contains 3722 members 
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	Iteration 155Q: 3 clusters Score -1942347 nChanged 15
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Mstep: Class 1 contains 3707 members 
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Score: -1942349.875000 Penalty: 4781.235352
	Iteration 156Q: 3 clusters Score -1942350 nChanged 15
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Mstep: Class 1 contains 3694 members 
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Score: -1942345.125000 Penalty: 4781.235352
	Iteration 157Q: 3 clusters Score -1942345 nChanged 9
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Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 11676 members 
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Score: -1942348.250000 Penalty: 4781.235352
	Iteration 158Q: 3 clusters Score -1942348 nChanged 12
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Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 11688 members 
Entering Unmasked Estep 
Score: -1942354.750000 Penalty: 4781.235352
	Iteration 159Q: 3 clusters Score -1942355 nChanged 10
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 11698 members 
Entering Unmasked Estep 
Score: -1942356.250000 Penalty: 4781.235352
	Iteration 160F: 3 clusters Score -1942356 nChanged 8
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Mstep: Class 1 contains 3655 members 
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Score: -1942359.125000 Penalty: 4781.235352
	Iteration 161Q: 3 clusters Score -1942359 nChanged 15
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Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 11721 members 
Entering Unmasked Estep 
Score: -1942364.000000 Penalty: 4781.235352
	Iteration 162Q: 3 clusters Score -1942364 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 11738 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -1942364 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 11750 members 
Entering Unmasked Estep 
Score: -1942369.125000 Penalty: 4781.235352
	Iteration 164Q: 3 clusters Score -1942369 nChanged 9
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Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 11759 members 
Entering Unmasked Estep 
Score: -1942374.250000 Penalty: 4781.235352
	Iteration 165Q: 3 clusters Score -1942374 nChanged 10
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Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 11769 members 
Entering Unmasked Estep 
Score: -1942370.500000 Penalty: 4781.235352
	Iteration 166Q: 3 clusters Score -1942370 nChanged 11
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Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 11778 members 
Entering Unmasked Estep 
Score: -1942368.000000 Penalty: 4781.235352
	Iteration 167Q: 3 clusters Score -1942368 nChanged 19
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Mstep: Class 2 contains 11795 members 
Entering Unmasked Estep 
Score: -1942371.000000 Penalty: 4781.235352
	Iteration 168Q: 3 clusters Score -1942371 nChanged 17
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Mstep: Class 1 contains 3551 members 
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	Iteration 169Q: 3 clusters Score -1942372 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3537 members 
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Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -1942370 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3528 members 
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Entering Unmasked Estep 
Score: -1942376.250000 Penalty: 4781.235352
	Iteration 171Q: 3 clusters Score -1942376 nChanged 8
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Mstep: Class 1 contains 3520 members 
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Entering Unmasked Estep 
Score: -1942378.750000 Penalty: 4781.235352
	Iteration 172Q: 3 clusters Score -1942379 nChanged 7
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Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 11848 members 
Entering Unmasked Estep 
Score: -1942381.000000 Penalty: 4781.235352
	Iteration 173Q: 3 clusters Score -1942381 nChanged 13
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Entering Unmasked Estep 
Score: -1942379.500000 Penalty: 4781.235352
	Iteration 174Q: 3 clusters Score -1942380 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 11871 members 
Entering Unmasked Estep 
Score: -1942381.000000 Penalty: 4781.235352
	Iteration 175Q: 3 clusters Score -1942381 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 11882 members 
Entering Unmasked Estep 
Score: -1942380.375000 Penalty: 4781.235352
	Iteration 176Q: 3 clusters Score -1942380 nChanged 10
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Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 11890 members 
Entering Unmasked Estep 
Score: -1942383.875000 Penalty: 4781.235352
	Iteration 177Q: 3 clusters Score -1942384 nChanged 12
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 11902 members 
Entering Unmasked Estep 
Score: -1942393.250000 Penalty: 4781.235352
	Iteration 178Q: 3 clusters Score -1942393 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 11912 members 
Entering Unmasked Estep 
Score: -1942391.125000 Penalty: 4781.235352
	Iteration 179Q: 3 clusters Score -1942391 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 11928 members 
Entering Unmasked Estep 
Score: -1942395.500000 Penalty: 4781.235352
	Iteration 180F: 3 clusters Score -1942396 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 11934 members 
Entering Unmasked Estep 
Score: -1942397.000000 Penalty: 4781.235352
	Iteration 181Q: 3 clusters Score -1942397 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 11942 members 
Entering Unmasked Estep 
Score: -1942399.125000 Penalty: 4781.235352
	Iteration 182Q: 3 clusters Score -1942399 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 11949 members 
Entering Unmasked Estep 
Score: -1942399.875000 Penalty: 4781.235352
	Iteration 183Q: 3 clusters Score -1942400 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 11963 members 
Entering Unmasked Estep 
Score: -1942404.500000 Penalty: 4781.235352
	Iteration 184Q: 3 clusters Score -1942404 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 11971 members 
Entering Unmasked Estep 
Score: -1942407.375000 Penalty: 4781.235352
	Iteration 185Q: 3 clusters Score -1942407 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 11981 members 
Entering Unmasked Estep 
Score: -1942404.625000 Penalty: 4781.235352
	Iteration 186Q: 3 clusters Score -1942405 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 11985 members 
Entering Unmasked Estep 
Score: -1942405.375000 Penalty: 4781.235352
	Iteration 187Q: 3 clusters Score -1942405 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 11994 members 
Entering Unmasked Estep 
Score: -1942405.500000 Penalty: 4781.235352
	Iteration 188Q: 3 clusters Score -1942406 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 12004 members 
Entering Unmasked Estep 
Score: -1942407.250000 Penalty: 4781.235352
	Iteration 189Q: 3 clusters Score -1942407 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 12016 members 
Entering Unmasked Estep 
Score: -1942407.000000 Penalty: 4781.235352
	Iteration 190Q: 3 clusters Score -1942407 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 12027 members 
Entering Unmasked Estep 
Score: -1942409.000000 Penalty: 4781.235352
	Iteration 191Q: 3 clusters Score -1942409 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 12031 members 
Entering Unmasked Estep 
Score: -1942412.875000 Penalty: 4781.235352
	Iteration 192Q: 3 clusters Score -1942413 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 12036 members 
Entering Unmasked Estep 
Score: -1942413.125000 Penalty: 4781.235352
	Iteration 193Q: 3 clusters Score -1942413 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 12041 members 
Entering Unmasked Estep 
Score: -1942411.250000 Penalty: 4781.235352
	Iteration 194Q: 3 clusters Score -1942411 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 12045 members 
Entering Unmasked Estep 
Score: -1942412.375000 Penalty: 4781.235352
	Iteration 195Q: 3 clusters Score -1942412 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 12049 members 
Entering Unmasked Estep 
Score: -1942412.750000 Penalty: 4781.235352
	Iteration 196Q: 3 clusters Score -1942413 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 12053 members 
Entering Unmasked Estep 
Score: -1942415.250000 Penalty: 4781.235352
	Iteration 197Q: 3 clusters Score -1942415 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 12058 members 
Entering Unmasked Estep 
Score: -1942415.625000 Penalty: 4781.235352
	Iteration 198Q: 3 clusters Score -1942416 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 12065 members 
Entering Unmasked Estep 
Score: -1942418.625000 Penalty: 4781.235352
	Iteration 199Q: 3 clusters Score -1942419 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 12069 members 
Entering Unmasked Estep 
Score: -1942419.375000 Penalty: 4781.235352
	Iteration 200F: 3 clusters Score -1942419 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 12073 members 
Entering Unmasked Estep 
Score: -1942419.375000 Penalty: 4781.235352
	Iteration 201Q: 3 clusters Score -1942419 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 12078 members 
Entering Unmasked Estep 
Score: -1942417.625000 Penalty: 4781.235352
	Iteration 202Q: 3 clusters Score -1942418 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 12079 members 
Entering Unmasked Estep 
Score: -1942420.375000 Penalty: 4781.235352
	Iteration 203Q: 3 clusters Score -1942420 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 12083 members 
Entering Unmasked Estep 
Score: -1942422.125000 Penalty: 4781.235352
	Iteration 204Q: 3 clusters Score -1942422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 12083 members 
Entering Unmasked Estep 
Score: -1942421.625000 Penalty: 4781.235352
	Iteration 205Q: 3 clusters Score -1942422 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 12084 members 
Entering Unmasked Estep 
Score: -1942420.500000 Penalty: 4781.235352
	Iteration 206Q: 3 clusters Score -1942420 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 12086 members 
Entering Unmasked Estep 
Score: -1942421.750000 Penalty: 4781.235352
	Iteration 207Q: 3 clusters Score -1942422 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 12091 members 
Entering Unmasked Estep 
Score: -1942423.625000 Penalty: 4781.235352
	Iteration 208Q: 3 clusters Score -1942424 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 12100 members 
Entering Unmasked Estep 
Score: -1942425.625000 Penalty: 4781.235352
	Iteration 209Q: 3 clusters Score -1942426 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 12108 members 
Entering Unmasked Estep 
Score: -1942423.625000 Penalty: 4781.235352
	Iteration 210Q: 3 clusters Score -1942424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 12109 members 
Entering Unmasked Estep 
Score: -1942423.000000 Penalty: 4781.235352
	Iteration 211Q: 3 clusters Score -1942423 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 12111 members 
Entering Unmasked Estep 
Score: -1942426.375000 Penalty: 4781.235352
	Iteration 212Q: 3 clusters Score -1942426 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 12113 members 
Entering Unmasked Estep 
Score: -1942425.875000 Penalty: 4781.235352
	Iteration 213Q: 3 clusters Score -1942426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 12114 members 
Entering Unmasked Estep 
Score: -1942424.625000 Penalty: 4781.235352
	Iteration 214Q: 3 clusters Score -1942425 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 12114 members 
Entering Unmasked Estep 
Score: -1942424.625000 Penalty: 4781.235352
	Iteration 215F: 3 clusters Score -1942425 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (27067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27067 members 
Entering Unmasked Estep 
Score: -3444966.250000 Penalty: 2531.105469
	Iteration 0F: 2 clusters Score -3444966 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13458 members 
Mstep: Class 2 contains 13609 members 
Entering Unmasked Estep 
Score: -3426279.000000 Penalty: 5062.210938
	Iteration 0F: 3 clusters Score -3426279 nChanged 12060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12968 members 
Mstep: Class 2 contains 14099 members 
Entering Unmasked Estep 
Score: -3433098.500000 Penalty: 5062.210938
	Iteration 1F: 3 clusters Score -3433098 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12675 members 
Mstep: Class 2 contains 14392 members 
Entering Unmasked Estep 
Score: -3434006.750000 Penalty: 5062.210938
	Iteration 2F: 3 clusters Score -3434007 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12241 members 
Mstep: Class 2 contains 14826 members 
Entering Unmasked Estep 
Score: -3435124.250000 Penalty: 5062.210938
	Iteration 3F: 3 clusters Score -3435124 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11764 members 
Mstep: Class 2 contains 15303 members 
Entering Unmasked Estep 
Score: -3436300.000000 Penalty: 5062.210938
	Iteration 4F: 3 clusters Score -3436300 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11298 members 
Mstep: Class 2 contains 15769 members 
Entering Unmasked Estep 
Score: -3437488.750000 Penalty: 5062.210938
	Iteration 5F: 3 clusters Score -3437489 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10838 members 
Mstep: Class 2 contains 16229 members 
Entering Unmasked Estep 
Score: -3438460.250000 Penalty: 5062.210938
	Iteration 6F: 3 clusters Score -3438460 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 16642 members 
Entering Unmasked Estep 
Score: -3439200.750000 Penalty: 5062.210938
	Iteration 7Q: 3 clusters Score -3439201 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10003 members 
Mstep: Class 2 contains 17064 members 
Entering Unmasked Estep 
Score: -3439790.250000 Penalty: 5062.210938
	Iteration 8Q: 3 clusters Score -3439790 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 17464 members 
Entering Unmasked Estep 
Score: -3440321.750000 Penalty: 5062.210938
	Iteration 9Q: 3 clusters Score -3440322 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 17829 members 
Entering Unmasked Estep 
Score: -3440753.750000 Penalty: 5062.210938
	Iteration 10Q: 3 clusters Score -3440754 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 18193 members 
Entering Unmasked Estep 
Score: -3441032.250000 Penalty: 5062.210938
	Iteration 11Q: 3 clusters Score -3441032 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 18529 members 
Entering Unmasked Estep 
Score: -3441251.500000 Penalty: 5062.210938
	Iteration 12Q: 3 clusters Score -3441252 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 18863 members 
Entering Unmasked Estep 
Score: -3441430.000000 Penalty: 5062.210938
	Iteration 13Q: 3 clusters Score -3441430 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 19225 members 
Entering Unmasked Estep 
Score: -3441644.500000 Penalty: 5062.210938
	Iteration 14Q: 3 clusters Score -3441644 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 19575 members 
Entering Unmasked Estep 
Score: -3441846.750000 Penalty: 5062.210938
	Iteration 15Q: 3 clusters Score -3441847 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 19940 members 
Entering Unmasked Estep 
Score: -3442057.000000 Penalty: 5062.210938
	Iteration 16Q: 3 clusters Score -3442057 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 20291 members 
Entering Unmasked Estep 
Score: -3442261.500000 Penalty: 5062.210938
	Iteration 17Q: 3 clusters Score -3442262 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 20608 members 
Entering Unmasked Estep 
Score: -3442432.250000 Penalty: 5062.210938
	Iteration 18Q: 3 clusters Score -3442432 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 20866 members 
Entering Unmasked Estep 
Score: -3442576.500000 Penalty: 5062.210938
	Iteration 19Q: 3 clusters Score -3442576 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 21114 members 
Entering Unmasked Estep 
Score: -3442683.000000 Penalty: 5062.210938
	Iteration 20F: 3 clusters Score -3442683 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 21334 members 
Entering Unmasked Estep 
Score: -3442773.250000 Penalty: 5062.210938
	Iteration 21Q: 3 clusters Score -3442773 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 21536 members 
Entering Unmasked Estep 
Score: -3442880.250000 Penalty: 5062.210938
	Iteration 22Q: 3 clusters Score -3442880 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 21720 members 
Entering Unmasked Estep 
Score: -3442944.250000 Penalty: 5062.210938
	Iteration 23Q: 3 clusters Score -3442944 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 21895 members 
Entering Unmasked Estep 
Score: -3442996.000000 Penalty: 5062.210938
	Iteration 24Q: 3 clusters Score -3442996 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 22074 members 
Entering Unmasked Estep 
Score: -3443073.000000 Penalty: 5062.210938
	Iteration 25Q: 3 clusters Score -3443073 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 22224 members 
Entering Unmasked Estep 
Score: -3443121.750000 Penalty: 5062.210938
	Iteration 26Q: 3 clusters Score -3443122 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 22369 members 
Entering Unmasked Estep 
Score: -3443161.750000 Penalty: 5062.210938
	Iteration 27Q: 3 clusters Score -3443162 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 22503 members 
Entering Unmasked Estep 
Score: -3443202.750000 Penalty: 5062.210938
	Iteration 28Q: 3 clusters Score -3443203 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 22602 members 
Entering Unmasked Estep 
Score: -3443215.250000 Penalty: 5062.210938
	Iteration 29Q: 3 clusters Score -3443215 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 22688 members 
Entering Unmasked Estep 
Score: -3443236.250000 Penalty: 5062.210938
	Iteration 30Q: 3 clusters Score -3443236 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 22752 members 
Entering Unmasked Estep 
Score: -3443257.250000 Penalty: 5062.210938
	Iteration 31Q: 3 clusters Score -3443257 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 22818 members 
Entering Unmasked Estep 
Score: -3443271.000000 Penalty: 5062.210938
	Iteration 32Q: 3 clusters Score -3443271 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 22874 members 
Entering Unmasked Estep 
Score: -3443283.000000 Penalty: 5062.210938
	Iteration 33Q: 3 clusters Score -3443283 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 22916 members 
Entering Unmasked Estep 
Score: -3443284.500000 Penalty: 5062.210938
	Iteration 34Q: 3 clusters Score -3443284 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 22963 members 
Entering Unmasked Estep 
Score: -3443304.250000 Penalty: 5062.210938
	Iteration 35Q: 3 clusters Score -3443304 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 23013 members 
Entering Unmasked Estep 
Score: -3443307.250000 Penalty: 5062.210938
	Iteration 36Q: 3 clusters Score -3443307 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 23047 members 
Entering Unmasked Estep 
Score: -3443308.500000 Penalty: 5062.210938
	Iteration 37Q: 3 clusters Score -3443308 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 23086 members 
Entering Unmasked Estep 
Score: -3443313.250000 Penalty: 5062.210938
	Iteration 38Q: 3 clusters Score -3443313 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 23129 members 
Entering Unmasked Estep 
Score: -3443319.000000 Penalty: 5062.210938
	Iteration 39Q: 3 clusters Score -3443319 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 23165 members 
Entering Unmasked Estep 
Score: -3443327.500000 Penalty: 5062.210938
	Iteration 40F: 3 clusters Score -3443328 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 23203 members 
Entering Unmasked Estep 
Score: -3443339.000000 Penalty: 5062.210938
	Iteration 41Q: 3 clusters Score -3443339 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 23240 members 
Entering Unmasked Estep 
Score: -3443346.250000 Penalty: 5062.210938
	Iteration 42Q: 3 clusters Score -3443346 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 23276 members 
Entering Unmasked Estep 
Score: -3443352.250000 Penalty: 5062.210938
	Iteration 43Q: 3 clusters Score -3443352 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 23315 members 
Entering Unmasked Estep 
Score: -3443357.750000 Penalty: 5062.210938
	Iteration 44Q: 3 clusters Score -3443358 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 23352 members 
Entering Unmasked Estep 
Score: -3443370.000000 Penalty: 5062.210938
	Iteration 45Q: 3 clusters Score -3443370 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 23388 members 
Entering Unmasked Estep 
Score: -3443367.250000 Penalty: 5062.210938
	Iteration 46Q: 3 clusters Score -3443367 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 23418 members 
Entering Unmasked Estep 
Score: -3443376.250000 Penalty: 5062.210938
	Iteration 47Q: 3 clusters Score -3443376 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 23443 members 
Entering Unmasked Estep 
Score: -3443387.250000 Penalty: 5062.210938
	Iteration 48Q: 3 clusters Score -3443387 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 23473 members 
Entering Unmasked Estep 
Score: -3443388.250000 Penalty: 5062.210938
	Iteration 49Q: 3 clusters Score -3443388 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 23499 members 
Entering Unmasked Estep 
Score: -3443393.750000 Penalty: 5062.210938
	Iteration 50Q: 3 clusters Score -3443394 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 23531 members 
Entering Unmasked Estep 
Score: -3443408.750000 Penalty: 5062.210938
	Iteration 51Q: 3 clusters Score -3443409 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 23572 members 
Entering Unmasked Estep 
Score: -3443412.750000 Penalty: 5062.210938
	Iteration 52Q: 3 clusters Score -3443413 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 23619 members 
Entering Unmasked Estep 
Score: -3443417.750000 Penalty: 5062.210938
	Iteration 53Q: 3 clusters Score -3443418 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 23663 members 
Entering Unmasked Estep 
Score: -3443432.500000 Penalty: 5062.210938
	Iteration 54Q: 3 clusters Score -3443432 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 23706 members 
Entering Unmasked Estep 
Score: -3443448.500000 Penalty: 5062.210938
	Iteration 55Q: 3 clusters Score -3443448 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 23739 members 
Entering Unmasked Estep 
Score: -3443466.750000 Penalty: 5062.210938
	Iteration 56Q: 3 clusters Score -3443467 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 23764 members 
Entering Unmasked Estep 
Score: -3443462.750000 Penalty: 5062.210938
	Iteration 57Q: 3 clusters Score -3443463 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 23786 members 
Entering Unmasked Estep 
Score: -3443464.000000 Penalty: 5062.210938
	Iteration 58Q: 3 clusters Score -3443464 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 23807 members 
Entering Unmasked Estep 
Score: -3443467.500000 Penalty: 5062.210938
	Iteration 59Q: 3 clusters Score -3443468 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 23837 members 
Entering Unmasked Estep 
Score: -3443472.750000 Penalty: 5062.210938
	Iteration 60F: 3 clusters Score -3443473 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 23862 members 
Entering Unmasked Estep 
Score: -3443477.500000 Penalty: 5062.210938
	Iteration 61Q: 3 clusters Score -3443478 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 23882 members 
Entering Unmasked Estep 
Score: -3443491.000000 Penalty: 5062.210938
	Iteration 62Q: 3 clusters Score -3443491 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 23897 members 
Entering Unmasked Estep 
Score: -3443494.250000 Penalty: 5062.210938
	Iteration 63Q: 3 clusters Score -3443494 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 23909 members 
Entering Unmasked Estep 
Score: -3443493.750000 Penalty: 5062.210938
	Iteration 64Q: 3 clusters Score -3443494 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 23928 members 
Entering Unmasked Estep 
Score: -3443491.500000 Penalty: 5062.210938
	Iteration 65Q: 3 clusters Score -3443492 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 23949 members 
Entering Unmasked Estep 
Score: -3443497.500000 Penalty: 5062.210938
	Iteration 66Q: 3 clusters Score -3443498 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 23965 members 
Entering Unmasked Estep 
Score: -3443496.750000 Penalty: 5062.210938
	Iteration 67Q: 3 clusters Score -3443497 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 23981 members 
Entering Unmasked Estep 
Score: -3443504.750000 Penalty: 5062.210938
	Iteration 68Q: 3 clusters Score -3443505 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 23998 members 
Entering Unmasked Estep 
Score: -3443503.750000 Penalty: 5062.210938
	Iteration 69Q: 3 clusters Score -3443504 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 24016 members 
Entering Unmasked Estep 
Score: -3443517.500000 Penalty: 5062.210938
	Iteration 70Q: 3 clusters Score -3443518 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 24034 members 
Entering Unmasked Estep 
Score: -3443523.250000 Penalty: 5062.210938
	Iteration 71Q: 3 clusters Score -3443523 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 24045 members 
Entering Unmasked Estep 
Score: -3443520.500000 Penalty: 5062.210938
	Iteration 72Q: 3 clusters Score -3443520 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 24058 members 
Entering Unmasked Estep 
Score: -3443527.250000 Penalty: 5062.210938
	Iteration 73Q: 3 clusters Score -3443527 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 24074 members 
Entering Unmasked Estep 
Score: -3443536.250000 Penalty: 5062.210938
	Iteration 74Q: 3 clusters Score -3443536 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 24097 members 
Entering Unmasked Estep 
Score: -3443529.250000 Penalty: 5062.210938
	Iteration 75Q: 3 clusters Score -3443529 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 24127 members 
Entering Unmasked Estep 
Score: -3443543.000000 Penalty: 5062.210938
	Iteration 76Q: 3 clusters Score -3443543 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 24153 members 
Entering Unmasked Estep 
Score: -3443542.750000 Penalty: 5062.210938
	Iteration 77Q: 3 clusters Score -3443543 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 24182 members 
Entering Unmasked Estep 
Score: -3443562.250000 Penalty: 5062.210938
	Iteration 78Q: 3 clusters Score -3443562 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 24203 members 
Entering Unmasked Estep 
Score: -3443560.250000 Penalty: 5062.210938
	Iteration 79Q: 3 clusters Score -3443560 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 24216 members 
Entering Unmasked Estep 
Score: -3443564.250000 Penalty: 5062.210938
	Iteration 80F: 3 clusters Score -3443564 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 24233 members 
Entering Unmasked Estep 
Score: -3443561.250000 Penalty: 5062.210938
	Iteration 81Q: 3 clusters Score -3443561 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 24248 members 
Entering Unmasked Estep 
Score: -3443571.000000 Penalty: 5062.210938
	Iteration 82Q: 3 clusters Score -3443571 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 24261 members 
Entering Unmasked Estep 
Score: -3443568.000000 Penalty: 5062.210938
	Iteration 83Q: 3 clusters Score -3443568 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 24271 members 
Entering Unmasked Estep 
Score: -3443568.750000 Penalty: 5062.210938
	Iteration 84Q: 3 clusters Score -3443569 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 24278 members 
Entering Unmasked Estep 
Score: -3443571.500000 Penalty: 5062.210938
	Iteration 85Q: 3 clusters Score -3443572 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 24290 members 
Entering Unmasked Estep 
Score: -3443575.500000 Penalty: 5062.210938
	Iteration 86Q: 3 clusters Score -3443576 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 24297 members 
Entering Unmasked Estep 
Score: -3443584.750000 Penalty: 5062.210938
	Iteration 87Q: 3 clusters Score -3443585 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 24306 members 
Entering Unmasked Estep 
Score: -3443581.250000 Penalty: 5062.210938
	Iteration 88Q: 3 clusters Score -3443581 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 24313 members 
Entering Unmasked Estep 
Score: -3443581.500000 Penalty: 5062.210938
	Iteration 89Q: 3 clusters Score -3443582 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 24317 members 
Entering Unmasked Estep 
Score: -3443583.750000 Penalty: 5062.210938
	Iteration 90Q: 3 clusters Score -3443584 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 24321 members 
Entering Unmasked Estep 
Score: -3443580.000000 Penalty: 5062.210938
	Iteration 91Q: 3 clusters Score -3443580 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 24327 members 
Entering Unmasked Estep 
Score: -3443579.750000 Penalty: 5062.210938
	Iteration 92Q: 3 clusters Score -3443580 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 24333 members 
Entering Unmasked Estep 
Score: -3443582.750000 Penalty: 5062.210938
	Iteration 93Q: 3 clusters Score -3443583 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 24336 members 
Entering Unmasked Estep 
Score: -3443583.750000 Penalty: 5062.210938
	Iteration 94Q: 3 clusters Score -3443584 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 24337 members 
Entering Unmasked Estep 
Score: -3443582.250000 Penalty: 5062.210938
	Iteration 95Q: 3 clusters Score -3443582 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 24339 members 
Entering Unmasked Estep 
Score: -3443582.500000 Penalty: 5062.210938
	Iteration 96Q: 3 clusters Score -3443582 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 24341 members 
Entering Unmasked Estep 
Score: -3443580.750000 Penalty: 5062.210938
	Iteration 97Q: 3 clusters Score -3443581 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 24343 members 
Entering Unmasked Estep 
Score: -3443580.250000 Penalty: 5062.210938
	Iteration 98Q: 3 clusters Score -3443580 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 24344 members 
Entering Unmasked Estep 
Score: -3443581.250000 Penalty: 5062.210938
	Iteration 99Q: 3 clusters Score -3443581 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 24345 members 
Entering Unmasked Estep 
Score: -3443580.000000 Penalty: 5062.210938
	Iteration 100F: 3 clusters Score -3443580 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (35817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35817 members 
Entering Unmasked Estep 
Score: -4511382.000000 Penalty: 2600.572021
	Iteration 0F: 2 clusters Score -4511382 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17745 members 
Mstep: Class 2 contains 18072 members 
Entering Unmasked Estep 
Score: -4486951.000000 Penalty: 5201.144043
	Iteration 0F: 3 clusters Score -4486951 nChanged 16281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16854 members 
Mstep: Class 2 contains 18963 members 
Entering Unmasked Estep 
Score: -4495913.500000 Penalty: 5201.144043
	Iteration 1F: 3 clusters Score -4495914 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16243 members 
Mstep: Class 2 contains 19574 members 
Entering Unmasked Estep 
Score: -4496530.500000 Penalty: 5201.144043
	Iteration 2Q: 3 clusters Score -4496530 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15374 members 
Mstep: Class 2 contains 20443 members 
Entering Unmasked Estep 
Score: -4497240.500000 Penalty: 5201.144043
	Iteration 3Q: 3 clusters Score -4497240 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14236 members 
Mstep: Class 2 contains 21581 members 
Entering Unmasked Estep 
Score: -4498095.500000 Penalty: 5201.144043
	Iteration 4Q: 3 clusters Score -4498096 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12826 members 
Mstep: Class 2 contains 22991 members 
Entering Unmasked Estep 
Score: -4499054.000000 Penalty: 5201.144043
	Iteration 5F: 3 clusters Score -4499054 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11121 members 
Mstep: Class 2 contains 24696 members 
Entering Unmasked Estep 
Score: -4500337.000000 Penalty: 5201.144043
	Iteration 6F: 3 clusters Score -4500337 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 26799 members 
Entering Unmasked Estep 
Score: -4501955.500000 Penalty: 5201.144043
	Iteration 7F: 3 clusters Score -4501956 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 29016 members 
Entering Unmasked Estep 
Score: -4503807.000000 Penalty: 5201.144043
	Iteration 8F: 3 clusters Score -4503807 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 31017 members 
Entering Unmasked Estep 
Score: -4505545.500000 Penalty: 5201.144043
	Iteration 9F: 3 clusters Score -4505546 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 32544 members 
Entering Unmasked Estep 
Score: -4506878.500000 Penalty: 5201.144043
	Iteration 10Q: 3 clusters Score -4506878 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 33576 members 
Entering Unmasked Estep 
Score: -4507727.500000 Penalty: 5201.144043
	Iteration 11Q: 3 clusters Score -4507728 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 34212 members 
Entering Unmasked Estep 
Score: -4508235.500000 Penalty: 5201.144043
	Iteration 12Q: 3 clusters Score -4508236 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 34590 members 
Entering Unmasked Estep 
Score: -4508548.000000 Penalty: 5201.144043
	Iteration 13Q: 3 clusters Score -4508548 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 34834 members 
Entering Unmasked Estep 
Score: -4508742.000000 Penalty: 5201.144043
	Iteration 14Q: 3 clusters Score -4508742 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 34989 members 
Entering Unmasked Estep 
Score: -4508878.000000 Penalty: 5201.144043
	Iteration 15Q: 3 clusters Score -4508878 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 35086 members 
Entering Unmasked Estep 
Score: -4508958.500000 Penalty: 5201.144043
	Iteration 16Q: 3 clusters Score -4508958 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 35140 members 
Entering Unmasked Estep 
Score: -4509004.000000 Penalty: 5201.144043
	Iteration 17Q: 3 clusters Score -4509004 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 35165 members 
Entering Unmasked Estep 
Score: -4509036.500000 Penalty: 5201.144043
	Iteration 18Q: 3 clusters Score -4509036 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 35189 members 
Entering Unmasked Estep 
Score: -4509063.000000 Penalty: 5201.144043
	Iteration 19Q: 3 clusters Score -4509063 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 35211 members 
Entering Unmasked Estep 
Score: -4509082.000000 Penalty: 5201.144043
	Iteration 20F: 3 clusters Score -4509082 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 35230 members 
Entering Unmasked Estep 
Score: -4509094.000000 Penalty: 5201.144043
	Iteration 21Q: 3 clusters Score -4509094 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 35243 members 
Entering Unmasked Estep 
Score: -4509108.500000 Penalty: 5201.144043
	Iteration 22Q: 3 clusters Score -4509108 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 35249 members 
Entering Unmasked Estep 
Score: -4509109.500000 Penalty: 5201.144043
	Iteration 23Q: 3 clusters Score -4509110 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 35252 members 
Entering Unmasked Estep 
Score: -4509111.000000 Penalty: 5201.144043
	Iteration 24Q: 3 clusters Score -4509111 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 35256 members 
Entering Unmasked Estep 
Score: -4509119.000000 Penalty: 5201.144043
	Iteration 25Q: 3 clusters Score -4509119 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 35262 members 
Entering Unmasked Estep 
Score: -4509119.500000 Penalty: 5201.144043
	Iteration 26Q: 3 clusters Score -4509120 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 35265 members 
Entering Unmasked Estep 
Score: -4509124.500000 Penalty: 5201.144043
	Iteration 27Q: 3 clusters Score -4509124 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 35268 members 
Entering Unmasked Estep 
Score: -4509126.500000 Penalty: 5201.144043
	Iteration 28Q: 3 clusters Score -4509126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 35269 members 
Entering Unmasked Estep 
Score: -4509128.500000 Penalty: 5201.144043
	Iteration 29Q: 3 clusters Score -4509128 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 35273 members 
Entering Unmasked Estep 
Score: -4509134.000000 Penalty: 5201.144043
	Iteration 30Q: 3 clusters Score -4509134 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 35272 members 
Entering Unmasked Estep 
Score: -4509138.500000 Penalty: 5201.144043
	Iteration 31Q: 3 clusters Score -4509138 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 35273 members 
Entering Unmasked Estep 
Score: -4509144.000000 Penalty: 5201.144043
	Iteration 32Q: 3 clusters Score -4509144 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 35274 members 
Entering Unmasked Estep 
Score: -4509147.000000 Penalty: 5201.144043
	Iteration 33Q: 3 clusters Score -4509147 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 35276 members 
Entering Unmasked Estep 
Score: -4509147.000000 Penalty: 5201.144043
	Iteration 34Q: 3 clusters Score -4509147 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 35276 members 
Entering Unmasked Estep 
Score: -4509147.000000 Penalty: 5201.144043
	Iteration 35F: 3 clusters Score -4509147 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (21364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21364 members 
Entering Unmasked Estep 
Score: -2715864.500000 Penalty: 2472.426758
	Iteration 0F: 2 clusters Score -2715864 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10736 members 
Mstep: Class 2 contains 10628 members 
Entering Unmasked Estep 
Score: -2700887.750000 Penalty: 4944.853516
	Iteration 0F: 3 clusters Score -2700888 nChanged 9476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10966 members 
Mstep: Class 2 contains 10398 members 
Entering Unmasked Estep 
Score: -2706184.750000 Penalty: 4944.853516
	Iteration 1F: 3 clusters Score -2706185 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11201 members 
Mstep: Class 2 contains 10163 members 
Entering Unmasked Estep 
Score: -2706655.000000 Penalty: 4944.853516
	Iteration 2F: 3 clusters Score -2706655 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11549 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
Score: -2707042.250000 Penalty: 4944.853516
	Iteration 3Q: 3 clusters Score -2707042 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11987 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
Score: -2707390.250000 Penalty: 4944.853516
	Iteration 4Q: 3 clusters Score -2707390 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12545 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -2707788.750000 Penalty: 4944.853516
	Iteration 5Q: 3 clusters Score -2707789 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13183 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -2708207.500000 Penalty: 4944.853516
	Iteration 6Q: 3 clusters Score -2708208 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13887 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -2708651.750000 Penalty: 4944.853516
	Iteration 7Q: 3 clusters Score -2708652 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14703 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -2709183.000000 Penalty: 4944.853516
	Iteration 8Q: 3 clusters Score -2709183 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15656 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -2709880.750000 Penalty: 4944.853516
	Iteration 9Q: 3 clusters Score -2709881 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16622 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -2710611.000000 Penalty: 4944.853516
	Iteration 10Q: 3 clusters Score -2710611 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17500 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -2711313.500000 Penalty: 4944.853516
	Iteration 11Q: 3 clusters Score -2711314 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18259 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -2711947.000000 Penalty: 4944.853516
	Iteration 12Q: 3 clusters Score -2711947 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18887 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -2712451.500000 Penalty: 4944.853516
	Iteration 13Q: 3 clusters Score -2712452 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19365 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -2712810.000000 Penalty: 4944.853516
	Iteration 14Q: 3 clusters Score -2712810 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19696 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -2713049.250000 Penalty: 4944.853516
	Iteration 15Q: 3 clusters Score -2713049 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19951 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -2713242.000000 Penalty: 4944.853516
	Iteration 16Q: 3 clusters Score -2713242 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20135 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -2713372.750000 Penalty: 4944.853516
	Iteration 17Q: 3 clusters Score -2713373 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20260 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -2713471.000000 Penalty: 4944.853516
	Iteration 18Q: 3 clusters Score -2713471 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20354 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -2713530.000000 Penalty: 4944.853516
	Iteration 19Q: 3 clusters Score -2713530 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20426 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -2713574.750000 Penalty: 4944.853516
	Iteration 20F: 3 clusters Score -2713575 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20470 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -2713611.000000 Penalty: 4944.853516
	Iteration 21Q: 3 clusters Score -2713611 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20499 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -2713625.500000 Penalty: 4944.853516
	Iteration 22Q: 3 clusters Score -2713626 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20529 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -2713643.000000 Penalty: 4944.853516
	Iteration 23Q: 3 clusters Score -2713643 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20563 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -2713659.250000 Penalty: 4944.853516
	Iteration 24Q: 3 clusters Score -2713659 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20588 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -2713679.000000 Penalty: 4944.853516
	Iteration 25Q: 3 clusters Score -2713679 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20614 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -2713694.250000 Penalty: 4944.853516
	Iteration 26Q: 3 clusters Score -2713694 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20636 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -2713712.750000 Penalty: 4944.853516
	Iteration 27Q: 3 clusters Score -2713713 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20661 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -2713738.750000 Penalty: 4944.853516
	Iteration 28Q: 3 clusters Score -2713739 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20686 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -2713764.750000 Penalty: 4944.853516
	Iteration 29Q: 3 clusters Score -2713765 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20707 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -2713780.750000 Penalty: 4944.853516
	Iteration 30Q: 3 clusters Score -2713781 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20718 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -2713787.250000 Penalty: 4944.853516
	Iteration 31Q: 3 clusters Score -2713787 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20729 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -2713792.500000 Penalty: 4944.853516
	Iteration 32Q: 3 clusters Score -2713792 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20741 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -2713798.750000 Penalty: 4944.853516
	Iteration 33Q: 3 clusters Score -2713799 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20752 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -2713806.250000 Penalty: 4944.853516
	Iteration 34Q: 3 clusters Score -2713806 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20761 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -2713815.250000 Penalty: 4944.853516
	Iteration 35Q: 3 clusters Score -2713815 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20765 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -2713822.000000 Penalty: 4944.853516
	Iteration 36Q: 3 clusters Score -2713822 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20769 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -2713820.500000 Penalty: 4944.853516
	Iteration 37Q: 3 clusters Score -2713820 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20771 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -2713819.250000 Penalty: 4944.853516
	Iteration 38Q: 3 clusters Score -2713819 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20771 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -2713819.250000 Penalty: 4944.853516
	Iteration 39F: 3 clusters Score -2713819 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Entering Unmasked Estep 
Score: -89582.718750 Penalty: 1602.831299
	Iteration 0F: 2 clusters Score -89582.72 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 332 members 
Entering Unmasked Estep 
Score: -88117.640625 Penalty: 3205.662598
	Iteration 0F: 3 clusters Score -88117.64 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -89089.257812 Penalty: 3205.662598
	Iteration 1F: 3 clusters Score -89089.26 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -89797.687500 Penalty: 3205.662598
	Iteration 2F: 3 clusters Score -89797.69 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -90095.687500 Penalty: 3205.662598
	Iteration 3F: 3 clusters Score -90095.69 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -90307.984375 Penalty: 3205.662598
	Iteration 4Q: 3 clusters Score -90307.98 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -90453.765625 Penalty: 3205.662598
	Iteration 5Q: 3 clusters Score -90453.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -90522.062500 Penalty: 3205.662598
	Iteration 6Q: 3 clusters Score -90522.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -90530.585938 Penalty: 3205.662598
	Iteration 7Q: 3 clusters Score -90530.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -90536.093750 Penalty: 3205.662598
	Iteration 8Q: 3 clusters Score -90536.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -90536.515625 Penalty: 3205.662598
	Iteration 9F: 3 clusters Score -90536.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -90542.960938 Penalty: 3205.662598
	Iteration 10Q: 3 clusters Score -90542.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -90547.085938 Penalty: 3205.662598
	Iteration 11Q: 3 clusters Score -90547.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -90555.140625 Penalty: 3205.662598
	Iteration 12Q: 3 clusters Score -90555.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -90568.898438 Penalty: 3205.662598
	Iteration 13Q: 3 clusters Score -90568.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -90580.265625 Penalty: 3205.662598
	Iteration 14Q: 3 clusters Score -90580.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -90608.765625 Penalty: 3205.662598
	Iteration 15Q: 3 clusters Score -90608.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -90668.062500 Penalty: 3205.662598
	Iteration 16Q: 3 clusters Score -90668.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -90668.062500 Penalty: 3205.662598
	Iteration 17F: 3 clusters Score -90668.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 15361 members 
Mstep: Class 3 contains 27067 members 
Mstep: Class 4 contains 35817 members 
Mstep: Class 5 contains 21364 members 
Mstep: Class 6 contains 304 members 
Mstep: Class 7 contains 2493 members 
Mstep: Class 8 contains 48749 members 
Mstep: Class 9 contains 29942 members 
Mstep: Class 10 contains 12108 members 
Mstep: Class 11 contains 4398 members 
Mstep: Class 12 contains 225570 members 
Mstep: Class 13 contains 9177 members 
Mstep: Class 14 contains 5299 members 
Mstep: Class 15 contains 27010 members 
Mstep: Class 16 contains 9441 members 
Mstep: Class 17 contains 9765 members 
Mstep: Class 18 contains 8382 members 
Mstep: Class 19 contains 163150 members 
Mstep: Class 20 contains 41548 members 
Mstep: Class 21 contains 12696 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 10774 members 
Mstep: Class 24 contains 4123 members 
Mstep: Class 25 contains 6795 members 
Mstep: Class 26 contains 60526 members 
Mstep: Class 27 contains 9619 members 
Mstep: Class 28 contains 6867 members 
Mstep: Class 29 contains 5311 members 
Mstep: Class 30 contains 8662 members 
Mstep: Class 31 contains 335 members 
Mstep: Class 32 contains 452 members 
Mstep: Class 33 contains 1802 members 
Mstep: Class 34 contains 8709 members 
Mstep: Class 35 contains 197277 members 
Mstep: Class 36 contains 2890 members 
Mstep: Class 37 contains 4614 members 
Mstep: Class 38 contains 2495 members 
Mstep: Class 39 contains 322 members 
Mstep: Class 40 contains 9957 members 
Mstep: Class 41 contains 27276 members 
Mstep: Class 42 contains 5087 members 
Mstep: Class 43 contains 12596 members 
Mstep: Class 44 contains 1001 members 
Mstep: Class 45 contains 3721 members 
Mstep: Class 46 contains 988 members 
Mstep: Class 47 contains 13836 members 
Mstep: Class 48 contains 384 members 
Mstep: Class 49 contains 4141 members 
Mstep: Class 50 contains 302 members 
Mstep: Class 51 contains 418 members 
Mstep: Class 52 contains 38411 members 
Mstep: Class 53 contains 264 members 
Mstep: Class 54 contains 7305 members 
Mstep: Class 55 contains 451 members 
Mstep: Class 56 contains 1816 members 
Mstep: Class 57 contains 2957 members 
Mstep: Class 58 contains 814 members 
Mstep: Class 59 contains 155 members 
Mstep: Class 60 contains 635 members 
Mstep: Class 61 contains 549 members 
Mstep: Class 62 contains 275 members 
Mstep: Class 63 contains 367 members 
Mstep: Class 64 contains 222 members 
Mstep: Class 65 contains 746 members 
Mstep: Class 66 contains 230 members 
Mstep: Class 67 contains 151 members 
Mstep: Class 68 contains 722 members 
Mstep: Class 69 contains 503 members 
Mstep: Class 70 contains 214 members 
Mstep: Class 71 contains 399 members 
Mstep: Class 72 contains 4064 members 
Mstep: Class 73 contains 252 members 
Mstep: Class 74 contains 392 members 
Mstep: Class 75 contains 219 members 
Mstep: Class 76 contains 302 members 
Mstep: Class 77 contains 383 members 
Mstep: Class 78 contains 347 members 
Mstep: Class 79 contains 337 members 
Mstep: Class 80 contains 259 members 
Entering Unmasked Estep 
Score: -147546416.000000 Penalty: 277521.750000
Splitting cluster 6 changes total score from -147547280.000000 to -147546416.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (2493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Entering Unmasked Estep 
Score: -310868.187500 Penalty: 1939.667969
	Iteration 0F: 2 clusters Score -310868.2 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 1281 members 
Entering Unmasked Estep 
Score: -307900.187500 Penalty: 3879.335938
	Iteration 0F: 3 clusters Score -307900.2 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -308506.031250 Penalty: 3879.335938
	Iteration 1F: 3 clusters Score -308506 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -308678.093750 Penalty: 3879.335938
	Iteration 2F: 3 clusters Score -308678.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -308797.375000 Penalty: 3879.335938
	Iteration 3F: 3 clusters Score -308797.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -308886.625000 Penalty: 3879.335938
	Iteration 4Q: 3 clusters Score -308886.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -308997.437500 Penalty: 3879.335938
	Iteration 5Q: 3 clusters Score -308997.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -309153.343750 Penalty: 3879.335938
	Iteration 6Q: 3 clusters Score -309153.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -309364.125000 Penalty: 3879.335938
	Iteration 7Q: 3 clusters Score -309364.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -309566.875000 Penalty: 3879.335938
	Iteration 8F: 3 clusters Score -309566.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -309741.687500 Penalty: 3879.335938
	Iteration 9Q: 3 clusters Score -309741.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -309904.218750 Penalty: 3879.335938
	Iteration 10F: 3 clusters Score -309904.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -310027.343750 Penalty: 3879.335938
	Iteration 11Q: 3 clusters Score -310027.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -310095.375000 Penalty: 3879.335938
	Iteration 12Q: 3 clusters Score -310095.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -310153.406250 Penalty: 3879.335938
	Iteration 13Q: 3 clusters Score -310153.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -310197.468750 Penalty: 3879.335938
	Iteration 14Q: 3 clusters Score -310197.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -310238.750000 Penalty: 3879.335938
	Iteration 15Q: 3 clusters Score -310238.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -310271.906250 Penalty: 3879.335938
	Iteration 16Q: 3 clusters Score -310271.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -310291.531250 Penalty: 3879.335938
	Iteration 17Q: 3 clusters Score -310291.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -310308.625000 Penalty: 3879.335938
	Iteration 18Q: 3 clusters Score -310308.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -310319.468750 Penalty: 3879.335938
	Iteration 19Q: 3 clusters Score -310319.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -310326.718750 Penalty: 3879.335938
	Iteration 20F: 3 clusters Score -310326.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -310330.093750 Penalty: 3879.335938
	Iteration 21Q: 3 clusters Score -310330.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -310332.468750 Penalty: 3879.335938
	Iteration 22Q: 3 clusters Score -310332.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -310335.312500 Penalty: 3879.335938
	Iteration 23Q: 3 clusters Score -310335.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -310337.843750 Penalty: 3879.335938
	Iteration 24Q: 3 clusters Score -310337.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -310337.500000 Penalty: 3879.335938
	Iteration 25Q: 3 clusters Score -310337.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -310340.093750 Penalty: 3879.335938
	Iteration 26Q: 3 clusters Score -310340.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -310341.406250 Penalty: 3879.335938
	Iteration 27Q: 3 clusters Score -310341.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -310342.812500 Penalty: 3879.335938
	Iteration 28Q: 3 clusters Score -310342.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -310342.812500 Penalty: 3879.335938
	Iteration 29F: 3 clusters Score -310342.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (48749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48749 members 
Entering Unmasked Estep 
Score: -5792134.000000 Penalty: 2677.021240
	Iteration 0F: 2 clusters Score -5792134 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24427 members 
Mstep: Class 2 contains 24322 members 
Entering Unmasked Estep 
Score: -5759170.500000 Penalty: 5354.042480
	Iteration 0F: 3 clusters Score -5759170 nChanged 22427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25198 members 
Mstep: Class 2 contains 23551 members 
Entering Unmasked Estep 
Score: -5772365.500000 Penalty: 5354.042480
	Iteration 1F: 3 clusters Score -5772366 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25604 members 
Mstep: Class 2 contains 23145 members 
Entering Unmasked Estep 
Score: -5773248.500000 Penalty: 5354.042480
	Iteration 2Q: 3 clusters Score -5773248 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26263 members 
Mstep: Class 2 contains 22486 members 
Entering Unmasked Estep 
Score: -5774188.000000 Penalty: 5354.042480
	Iteration 3Q: 3 clusters Score -5774188 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27146 members 
Mstep: Class 2 contains 21603 members 
Entering Unmasked Estep 
Score: -5775130.500000 Penalty: 5354.042480
	Iteration 4Q: 3 clusters Score -5775130 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28260 members 
Mstep: Class 2 contains 20489 members 
Entering Unmasked Estep 
Score: -5776086.500000 Penalty: 5354.042480
	Iteration 5Q: 3 clusters Score -5776086 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29745 members 
Mstep: Class 2 contains 19004 members 
Entering Unmasked Estep 
Score: -5777211.000000 Penalty: 5354.042480
	Iteration 6Q: 3 clusters Score -5777211 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31561 members 
Mstep: Class 2 contains 17188 members 
Entering Unmasked Estep 
Score: -5778598.500000 Penalty: 5354.042480
	Iteration 7Q: 3 clusters Score -5778598 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33619 members 
Mstep: Class 2 contains 15130 members 
Entering Unmasked Estep 
Score: -5780105.500000 Penalty: 5354.042480
	Iteration 8F: 3 clusters Score -5780106 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35765 members 
Mstep: Class 2 contains 12984 members 
Entering Unmasked Estep 
Score: -5781772.000000 Penalty: 5354.042480
	Iteration 9F: 3 clusters Score -5781772 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37860 members 
Mstep: Class 2 contains 10889 members 
Entering Unmasked Estep 
Score: -5783327.000000 Penalty: 5354.042480
	Iteration 10Q: 3 clusters Score -5783327 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39844 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -5784826.500000 Penalty: 5354.042480
	Iteration 11Q: 3 clusters Score -5784826 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41479 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -5785971.500000 Penalty: 5354.042480
	Iteration 12Q: 3 clusters Score -5785972 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42906 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -5786907.500000 Penalty: 5354.042480
	Iteration 13Q: 3 clusters Score -5786908 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44060 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -5787664.000000 Penalty: 5354.042480
	Iteration 14Q: 3 clusters Score -5787664 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45043 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -5788318.000000 Penalty: 5354.042480
	Iteration 15Q: 3 clusters Score -5788318 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45876 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -5788883.500000 Penalty: 5354.042480
	Iteration 16Q: 3 clusters Score -5788884 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46469 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -5789266.000000 Penalty: 5354.042480
	Iteration 17Q: 3 clusters Score -5789266 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46922 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -5789573.500000 Penalty: 5354.042480
	Iteration 18Q: 3 clusters Score -5789574 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47253 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -5789831.500000 Penalty: 5354.042480
	Iteration 19Q: 3 clusters Score -5789832 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47457 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -5789998.500000 Penalty: 5354.042480
	Iteration 20F: 3 clusters Score -5789998 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47577 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -5790130.500000 Penalty: 5354.042480
	Iteration 21Q: 3 clusters Score -5790130 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47665 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -5790183.000000 Penalty: 5354.042480
	Iteration 22Q: 3 clusters Score -5790183 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47731 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -5790236.500000 Penalty: 5354.042480
	Iteration 23Q: 3 clusters Score -5790236 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47780 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -5790286.000000 Penalty: 5354.042480
	Iteration 24Q: 3 clusters Score -5790286 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47811 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -5790314.000000 Penalty: 5354.042480
	Iteration 25Q: 3 clusters Score -5790314 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47837 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -5790327.000000 Penalty: 5354.042480
	Iteration 26Q: 3 clusters Score -5790327 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47853 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -5790335.500000 Penalty: 5354.042480
	Iteration 27Q: 3 clusters Score -5790336 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47863 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -5790341.500000 Penalty: 5354.042480
	Iteration 28Q: 3 clusters Score -5790342 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47867 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -5790348.000000 Penalty: 5354.042480
	Iteration 29Q: 3 clusters Score -5790348 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47867 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -5790349.000000 Penalty: 5354.042480
	Iteration 30Q: 3 clusters Score -5790349 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47871 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -5790358.000000 Penalty: 5354.042480
	Iteration 31Q: 3 clusters Score -5790358 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47877 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -5790351.500000 Penalty: 5354.042480
	Iteration 32Q: 3 clusters Score -5790352 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47882 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -5790360.500000 Penalty: 5354.042480
	Iteration 33Q: 3 clusters Score -5790360 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47889 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -5790361.000000 Penalty: 5354.042480
	Iteration 34Q: 3 clusters Score -5790361 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47896 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -5790357.500000 Penalty: 5354.042480
	Iteration 35Q: 3 clusters Score -5790358 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47905 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -5790373.000000 Penalty: 5354.042480
	Iteration 36Q: 3 clusters Score -5790373 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47911 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -5790367.000000 Penalty: 5354.042480
	Iteration 37Q: 3 clusters Score -5790367 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47914 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -5790369.500000 Penalty: 5354.042480
	Iteration 38Q: 3 clusters Score -5790370 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47919 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -5790374.000000 Penalty: 5354.042480
	Iteration 39Q: 3 clusters Score -5790374 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47920 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -5790376.500000 Penalty: 5354.042480
	Iteration 40F: 3 clusters Score -5790376 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47922 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -5790374.000000 Penalty: 5354.042480
	Iteration 41Q: 3 clusters Score -5790374 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47926 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -5790380.500000 Penalty: 5354.042480
	Iteration 42Q: 3 clusters Score -5790380 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47927 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -5790376.500000 Penalty: 5354.042480
	Iteration 43Q: 3 clusters Score -5790376 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47929 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -5790376.500000 Penalty: 5354.042480
	Iteration 44Q: 3 clusters Score -5790376 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47931 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -5790379.000000 Penalty: 5354.042480
	Iteration 45Q: 3 clusters Score -5790379 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47931 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -5790379.000000 Penalty: 5354.042480
	Iteration 46F: 3 clusters Score -5790379 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (29942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29942 members 
Entering Unmasked Estep 
Score: -3802895.500000 Penalty: 2556.140381
	Iteration 0F: 2 clusters Score -3802896 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14800 members 
Mstep: Class 2 contains 15142 members 
Entering Unmasked Estep 
Score: -3782426.500000 Penalty: 5112.280762
	Iteration 0F: 3 clusters Score -3782426 nChanged 13431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13767 members 
Mstep: Class 2 contains 16175 members 
Entering Unmasked Estep 
Score: -3790006.500000 Penalty: 5112.280762
	Iteration 1F: 3 clusters Score -3790006 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13121 members 
Mstep: Class 2 contains 16821 members 
Entering Unmasked Estep 
Score: -3790765.000000 Penalty: 5112.280762
	Iteration 2F: 3 clusters Score -3790765 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12323 members 
Mstep: Class 2 contains 17619 members 
Entering Unmasked Estep 
Score: -3791629.750000 Penalty: 5112.280762
	Iteration 3F: 3 clusters Score -3791630 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11319 members 
Mstep: Class 2 contains 18623 members 
Entering Unmasked Estep 
Score: -3792564.250000 Penalty: 5112.280762
	Iteration 4F: 3 clusters Score -3792564 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10194 members 
Mstep: Class 2 contains 19748 members 
Entering Unmasked Estep 
Score: -3793573.000000 Penalty: 5112.280762
	Iteration 5F: 3 clusters Score -3793573 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8926 members 
Mstep: Class 2 contains 21016 members 
Entering Unmasked Estep 
Score: -3794619.500000 Penalty: 5112.280762
	Iteration 6F: 3 clusters Score -3794620 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 22339 members 
Entering Unmasked Estep 
Score: -3795686.250000 Penalty: 5112.280762
	Iteration 7F: 3 clusters Score -3795686 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 23647 members 
Entering Unmasked Estep 
Score: -3796769.250000 Penalty: 5112.280762
	Iteration 8Q: 3 clusters Score -3796769 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 24790 members 
Entering Unmasked Estep 
Score: -3797681.750000 Penalty: 5112.280762
	Iteration 9Q: 3 clusters Score -3797682 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 25752 members 
Entering Unmasked Estep 
Score: -3798412.000000 Penalty: 5112.280762
	Iteration 10Q: 3 clusters Score -3798412 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 26569 members 
Entering Unmasked Estep 
Score: -3799047.500000 Penalty: 5112.280762
	Iteration 11Q: 3 clusters Score -3799048 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 27232 members 
Entering Unmasked Estep 
Score: -3799533.500000 Penalty: 5112.280762
	Iteration 12Q: 3 clusters Score -3799534 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 27722 members 
Entering Unmasked Estep 
Score: -3799890.500000 Penalty: 5112.280762
	Iteration 13Q: 3 clusters Score -3799890 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 28132 members 
Entering Unmasked Estep 
Score: -3800163.250000 Penalty: 5112.280762
	Iteration 14Q: 3 clusters Score -3800163 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 28446 members 
Entering Unmasked Estep 
Score: -3800394.750000 Penalty: 5112.280762
	Iteration 15Q: 3 clusters Score -3800395 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 28689 members 
Entering Unmasked Estep 
Score: -3800575.250000 Penalty: 5112.280762
	Iteration 16Q: 3 clusters Score -3800575 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 28857 members 
Entering Unmasked Estep 
Score: -3800713.750000 Penalty: 5112.280762
	Iteration 17Q: 3 clusters Score -3800714 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 28979 members 
Entering Unmasked Estep 
Score: -3800849.000000 Penalty: 5112.280762
	Iteration 18Q: 3 clusters Score -3800849 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 29074 members 
Entering Unmasked Estep 
Score: -3800975.750000 Penalty: 5112.280762
	Iteration 19Q: 3 clusters Score -3800976 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 29123 members 
Entering Unmasked Estep 
Score: -3801068.000000 Penalty: 5112.280762
	Iteration 20F: 3 clusters Score -3801068 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 29151 members 
Entering Unmasked Estep 
Score: -3801127.750000 Penalty: 5112.280762
	Iteration 21Q: 3 clusters Score -3801128 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 29159 members 
Entering Unmasked Estep 
Score: -3801162.750000 Penalty: 5112.280762
	Iteration 22Q: 3 clusters Score -3801163 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 29154 members 
Entering Unmasked Estep 
Score: -3801194.500000 Penalty: 5112.280762
	Iteration 23Q: 3 clusters Score -3801194 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 29150 members 
Entering Unmasked Estep 
Score: -3801209.000000 Penalty: 5112.280762
	Iteration 24Q: 3 clusters Score -3801209 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 29155 members 
Entering Unmasked Estep 
Score: -3801239.000000 Penalty: 5112.280762
	Iteration 25Q: 3 clusters Score -3801239 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 29157 members 
Entering Unmasked Estep 
Score: -3801250.250000 Penalty: 5112.280762
	Iteration 26Q: 3 clusters Score -3801250 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 29155 members 
Entering Unmasked Estep 
Score: -3801263.000000 Penalty: 5112.280762
	Iteration 27Q: 3 clusters Score -3801263 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 29156 members 
Entering Unmasked Estep 
Score: -3801270.000000 Penalty: 5112.280762
	Iteration 28Q: 3 clusters Score -3801270 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 29154 members 
Entering Unmasked Estep 
Score: -3801287.500000 Penalty: 5112.280762
	Iteration 29Q: 3 clusters Score -3801288 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 29156 members 
Entering Unmasked Estep 
Score: -3801287.000000 Penalty: 5112.280762
	Iteration 30Q: 3 clusters Score -3801287 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 29157 members 
Entering Unmasked Estep 
Score: -3801293.250000 Penalty: 5112.280762
	Iteration 31Q: 3 clusters Score -3801293 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 29153 members 
Entering Unmasked Estep 
Score: -3801293.250000 Penalty: 5112.280762
	Iteration 32Q: 3 clusters Score -3801293 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 29153 members 
Entering Unmasked Estep 
Score: -3801296.750000 Penalty: 5112.280762
	Iteration 33Q: 3 clusters Score -3801297 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 29150 members 
Entering Unmasked Estep 
Score: -3801300.750000 Penalty: 5112.280762
	Iteration 34Q: 3 clusters Score -3801301 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 29147 members 
Entering Unmasked Estep 
Score: -3801310.750000 Penalty: 5112.280762
	Iteration 35Q: 3 clusters Score -3801311 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 29152 members 
Entering Unmasked Estep 
Score: -3801310.250000 Penalty: 5112.280762
	Iteration 36Q: 3 clusters Score -3801310 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 29150 members 
Entering Unmasked Estep 
Score: -3801308.750000 Penalty: 5112.280762
	Iteration 37Q: 3 clusters Score -3801309 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 29144 members 
Entering Unmasked Estep 
Score: -3801312.250000 Penalty: 5112.280762
	Iteration 38Q: 3 clusters Score -3801312 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 29140 members 
Entering Unmasked Estep 
Score: -3801315.000000 Penalty: 5112.280762
	Iteration 39Q: 3 clusters Score -3801315 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 29141 members 
Entering Unmasked Estep 
Score: -3801321.250000 Penalty: 5112.280762
	Iteration 40F: 3 clusters Score -3801321 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 29140 members 
Entering Unmasked Estep 
Score: -3801320.000000 Penalty: 5112.280762
	Iteration 41Q: 3 clusters Score -3801320 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 29139 members 
Entering Unmasked Estep 
Score: -3801319.000000 Penalty: 5112.280762
	Iteration 42Q: 3 clusters Score -3801319 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 29135 members 
Entering Unmasked Estep 
Score: -3801326.750000 Penalty: 5112.280762
	Iteration 43Q: 3 clusters Score -3801327 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 29134 members 
Entering Unmasked Estep 
Score: -3801320.250000 Penalty: 5112.280762
	Iteration 44Q: 3 clusters Score -3801320 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 29137 members 
Entering Unmasked Estep 
Score: -3801323.250000 Penalty: 5112.280762
	Iteration 45Q: 3 clusters Score -3801323 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 29136 members 
Entering Unmasked Estep 
Score: -3801325.000000 Penalty: 5112.280762
	Iteration 46Q: 3 clusters Score -3801325 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 29137 members 
Entering Unmasked Estep 
Score: -3801326.500000 Penalty: 5112.280762
	Iteration 47Q: 3 clusters Score -3801326 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 29138 members 
Entering Unmasked Estep 
Score: -3801327.000000 Penalty: 5112.280762
	Iteration 48Q: 3 clusters Score -3801327 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 29138 members 
Entering Unmasked Estep 
Score: -3801327.000000 Penalty: 5112.280762
	Iteration 49F: 3 clusters Score -3801327 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (12108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12108 members 
Entering Unmasked Estep 
Score: -1534589.875000 Penalty: 2331.602295
	Iteration 0F: 2 clusters Score -1534590 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -1525544.125000 Penalty: 4663.204590
	Iteration 0F: 3 clusters Score -1525544 nChanged 5120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -1528252.875000 Penalty: 4663.204590
	Iteration 1F: 3 clusters Score -1528253 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -1528585.000000 Penalty: 4663.204590
	Iteration 2F: 3 clusters Score -1528585 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -1528886.500000 Penalty: 4663.204590
	Iteration 3F: 3 clusters Score -1528886 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -1529149.375000 Penalty: 4663.204590
	Iteration 4Q: 3 clusters Score -1529149 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -1529383.500000 Penalty: 4663.204590
	Iteration 5Q: 3 clusters Score -1529384 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -1529599.375000 Penalty: 4663.204590
	Iteration 6Q: 3 clusters Score -1529599 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -1529787.625000 Penalty: 4663.204590
	Iteration 7Q: 3 clusters Score -1529788 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -1529932.125000 Penalty: 4663.204590
	Iteration 8Q: 3 clusters Score -1529932 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -1530075.500000 Penalty: 4663.204590
	Iteration 9Q: 3 clusters Score -1530076 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -1530201.625000 Penalty: 4663.204590
	Iteration 10Q: 3 clusters Score -1530202 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -1530299.000000 Penalty: 4663.204590
	Iteration 11Q: 3 clusters Score -1530299 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -1530414.250000 Penalty: 4663.204590
	Iteration 12Q: 3 clusters Score -1530414 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -1530529.125000 Penalty: 4663.204590
	Iteration 13Q: 3 clusters Score -1530529 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -1530645.625000 Penalty: 4663.204590
	Iteration 14Q: 3 clusters Score -1530646 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -1530748.375000 Penalty: 4663.204590
	Iteration 15Q: 3 clusters Score -1530748 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -1530836.500000 Penalty: 4663.204590
	Iteration 16Q: 3 clusters Score -1530836 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -1530913.000000 Penalty: 4663.204590
	Iteration 17Q: 3 clusters Score -1530913 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -1530973.500000 Penalty: 4663.204590
	Iteration 18Q: 3 clusters Score -1530974 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -1531035.250000 Penalty: 4663.204590
	Iteration 19Q: 3 clusters Score -1531035 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -1531088.125000 Penalty: 4663.204590
	Iteration 20F: 3 clusters Score -1531088 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -1531147.875000 Penalty: 4663.204590
	Iteration 21Q: 3 clusters Score -1531148 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -1531199.625000 Penalty: 4663.204590
	Iteration 22Q: 3 clusters Score -1531200 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -1531244.750000 Penalty: 4663.204590
	Iteration 23Q: 3 clusters Score -1531245 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -1531303.625000 Penalty: 4663.204590
	Iteration 24Q: 3 clusters Score -1531304 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -1531347.875000 Penalty: 4663.204590
	Iteration 25Q: 3 clusters Score -1531348 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -1531389.500000 Penalty: 4663.204590
	Iteration 26Q: 3 clusters Score -1531390 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -1531447.625000 Penalty: 4663.204590
	Iteration 27Q: 3 clusters Score -1531448 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -1531501.000000 Penalty: 4663.204590
	Iteration 28Q: 3 clusters Score -1531501 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9945 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -1531575.750000 Penalty: 4663.204590
	Iteration 29Q: 3 clusters Score -1531576 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10092 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -1531656.750000 Penalty: 4663.204590
	Iteration 30Q: 3 clusters Score -1531657 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10247 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -1531758.750000 Penalty: 4663.204590
	Iteration 31Q: 3 clusters Score -1531759 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -1531878.250000 Penalty: 4663.204590
	Iteration 32Q: 3 clusters Score -1531878 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10558 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -1531989.500000 Penalty: 4663.204590
	Iteration 33Q: 3 clusters Score -1531990 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10684 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -1532091.500000 Penalty: 4663.204590
	Iteration 34Q: 3 clusters Score -1532092 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10785 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -1532196.875000 Penalty: 4663.204590
	Iteration 35Q: 3 clusters Score -1532197 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10869 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -1532286.500000 Penalty: 4663.204590
	Iteration 36Q: 3 clusters Score -1532286 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10944 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -1532361.750000 Penalty: 4663.204590
	Iteration 37Q: 3 clusters Score -1532362 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11009 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1532426.750000 Penalty: 4663.204590
	Iteration 38Q: 3 clusters Score -1532427 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11049 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -1532463.000000 Penalty: 4663.204590
	Iteration 39Q: 3 clusters Score -1532463 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11086 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -1532497.375000 Penalty: 4663.204590
	Iteration 40F: 3 clusters Score -1532497 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11109 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -1532519.375000 Penalty: 4663.204590
	Iteration 41Q: 3 clusters Score -1532519 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11134 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -1532536.125000 Penalty: 4663.204590
	Iteration 42Q: 3 clusters Score -1532536 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11149 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -1532550.000000 Penalty: 4663.204590
	Iteration 43Q: 3 clusters Score -1532550 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11171 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -1532565.625000 Penalty: 4663.204590
	Iteration 44Q: 3 clusters Score -1532566 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11185 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -1532573.500000 Penalty: 4663.204590
	Iteration 45Q: 3 clusters Score -1532574 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11190 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1532583.625000 Penalty: 4663.204590
	Iteration 46Q: 3 clusters Score -1532584 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11199 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1532595.250000 Penalty: 4663.204590
	Iteration 47Q: 3 clusters Score -1532595 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11200 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -1532602.000000 Penalty: 4663.204590
	Iteration 48Q: 3 clusters Score -1532602 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1532604.000000 Penalty: 4663.204590
	Iteration 49Q: 3 clusters Score -1532604 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11203 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -1532604.750000 Penalty: 4663.204590
	Iteration 50Q: 3 clusters Score -1532605 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1532607.125000 Penalty: 4663.204590
	Iteration 51Q: 3 clusters Score -1532607 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11203 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -1532613.125000 Penalty: 4663.204590
	Iteration 52Q: 3 clusters Score -1532613 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11208 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -1532615.000000 Penalty: 4663.204590
	Iteration 53Q: 3 clusters Score -1532615 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11209 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -1532617.125000 Penalty: 4663.204590
	Iteration 54Q: 3 clusters Score -1532617 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11209 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -1532617.125000 Penalty: 4663.204590
	Iteration 55F: 3 clusters Score -1532617 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Entering Unmasked Estep 
Score: -538365.000000 Penalty: 2080.448486
	Iteration 0F: 2 clusters Score -538365 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -534196.625000 Penalty: 4160.896973
	Iteration 0F: 3 clusters Score -534196.6 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -535179.812500 Penalty: 4160.896973
	Iteration 1F: 3 clusters Score -535179.8 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -535478.500000 Penalty: 4160.896973
	Iteration 2F: 3 clusters Score -535478.5 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -535648.500000 Penalty: 4160.896973
	Iteration 3F: 3 clusters Score -535648.5 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -535777.687500 Penalty: 4160.896973
	Iteration 4Q: 3 clusters Score -535777.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -535879.437500 Penalty: 4160.896973
	Iteration 5Q: 3 clusters Score -535879.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -535973.125000 Penalty: 4160.896973
	Iteration 6Q: 3 clusters Score -535973.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -536050.937500 Penalty: 4160.896973
	Iteration 7Q: 3 clusters Score -536050.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -536124.500000 Penalty: 4160.896973
	Iteration 8Q: 3 clusters Score -536124.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -536196.750000 Penalty: 4160.896973
	Iteration 9Q: 3 clusters Score -536196.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -536290.500000 Penalty: 4160.896973
	Iteration 10Q: 3 clusters Score -536290.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -536412.125000 Penalty: 4160.896973
	Iteration 11Q: 3 clusters Score -536412.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -536625.312500 Penalty: 4160.896973
	Iteration 12Q: 3 clusters Score -536625.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -536884.187500 Penalty: 4160.896973
	Iteration 13Q: 3 clusters Score -536884.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -537114.875000 Penalty: 4160.896973
	Iteration 14Q: 3 clusters Score -537114.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -537262.812500 Penalty: 4160.896973
	Iteration 15Q: 3 clusters Score -537262.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -537362.187500 Penalty: 4160.896973
	Iteration 16Q: 3 clusters Score -537362.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -537430.750000 Penalty: 4160.896973
	Iteration 17Q: 3 clusters Score -537430.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -537466.000000 Penalty: 4160.896973
	Iteration 18Q: 3 clusters Score -537466 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -537494.000000 Penalty: 4160.896973
	Iteration 19Q: 3 clusters Score -537494 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -537516.312500 Penalty: 4160.896973
	Iteration 20F: 3 clusters Score -537516.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -537531.687500 Penalty: 4160.896973
	Iteration 21Q: 3 clusters Score -537531.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -537543.250000 Penalty: 4160.896973
	Iteration 22Q: 3 clusters Score -537543.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -537548.062500 Penalty: 4160.896973
	Iteration 23Q: 3 clusters Score -537548.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -537552.062500 Penalty: 4160.896973
	Iteration 24Q: 3 clusters Score -537552.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -537557.125000 Penalty: 4160.896973
	Iteration 25Q: 3 clusters Score -537557.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -537561.750000 Penalty: 4160.896973
	Iteration 26Q: 3 clusters Score -537561.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -537565.000000 Penalty: 4160.896973
	Iteration 27Q: 3 clusters Score -537565 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -537568.312500 Penalty: 4160.896973
	Iteration 28Q: 3 clusters Score -537568.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -537569.562500 Penalty: 4160.896973
	Iteration 29Q: 3 clusters Score -537569.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -537571.250000 Penalty: 4160.896973
	Iteration 30Q: 3 clusters Score -537571.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -537573.125000 Penalty: 4160.896973
	Iteration 31Q: 3 clusters Score -537573.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -537574.000000 Penalty: 4160.896973
	Iteration 32Q: 3 clusters Score -537574 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -537574.062500 Penalty: 4160.896973
	Iteration 33Q: 3 clusters Score -537574.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -537576.062500 Penalty: 4160.896973
	Iteration 34Q: 3 clusters Score -537576.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -537576.062500 Penalty: 4160.896973
	Iteration 35F: 3 clusters Score -537576.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (225570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225570 members 
Entering Unmasked Estep 
Score: -29098434.000000 Penalty: 3056.943604
	Iteration 0F: 2 clusters Score -2.909843e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113196 members 
Mstep: Class 2 contains 112374 members 
Entering Unmasked Estep 
Score: -28965550.000000 Penalty: 6113.887207
	Iteration 0F: 3 clusters Score -2.896555e+07 nChanged 108970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121516 members 
Mstep: Class 2 contains 104054 members 
Entering Unmasked Estep 
Score: -29030324.000000 Penalty: 6113.887207
	Iteration 1F: 3 clusters Score -2.903032e+07 nChanged 8081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126991 members 
Mstep: Class 2 contains 98579 members 
Entering Unmasked Estep 
Score: -29032824.000000 Penalty: 6113.887207
	Iteration 2Q: 3 clusters Score -2.903282e+07 nChanged 10222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135141 members 
Mstep: Class 2 contains 90429 members 
Entering Unmasked Estep 
Score: -29036940.000000 Penalty: 6113.887207
	Iteration 3Q: 3 clusters Score -2.903694e+07 nChanged 13110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146585 members 
Mstep: Class 2 contains 78985 members 
Entering Unmasked Estep 
Score: -29043666.000000 Penalty: 6113.887207
	Iteration 4F: 3 clusters Score -2.904367e+07 nChanged 15926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161263 members 
Mstep: Class 2 contains 64307 members 
Entering Unmasked Estep 
Score: -29053966.000000 Penalty: 6113.887207
	Iteration 5F: 3 clusters Score -2.905397e+07 nChanged 17759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178268 members 
Mstep: Class 2 contains 47302 members 
Entering Unmasked Estep 
Score: -29068530.000000 Penalty: 6113.887207
	Iteration 6F: 3 clusters Score -2.906853e+07 nChanged 17728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195766 members 
Mstep: Class 2 contains 29804 members 
Entering Unmasked Estep 
Score: -29082044.000000 Penalty: 6113.887207
	Iteration 7F: 3 clusters Score -2.908204e+07 nChanged 14344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210058 members 
Mstep: Class 2 contains 15512 members 
Entering Unmasked Estep 
Score: -29088714.000000 Penalty: 6113.887207
	Iteration 8F: 3 clusters Score -2.908871e+07 nChanged 8670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218724 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -29092598.000000 Penalty: 6113.887207
	Iteration 9Q: 3 clusters Score -2.90926e+07 nChanged 4130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222854 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -29094482.000000 Penalty: 6113.887207
	Iteration 10Q: 3 clusters Score -2.909448e+07 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224433 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -29095232.000000 Penalty: 6113.887207
	Iteration 11Q: 3 clusters Score -2.909523e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224951 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -29095502.000000 Penalty: 6113.887207
	Iteration 12Q: 3 clusters Score -2.90955e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225101 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -29095766.000000 Penalty: 6113.887207
	Iteration 13Q: 3 clusters Score -2.909577e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225158 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -29095864.000000 Penalty: 6113.887207
	Iteration 14Q: 3 clusters Score -2.909586e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225173 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -29095916.000000 Penalty: 6113.887207
	Iteration 15Q: 3 clusters Score -2.909592e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225180 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -29095948.000000 Penalty: 6113.887207
	Iteration 16Q: 3 clusters Score -2.909595e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225178 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -29095976.000000 Penalty: 6113.887207
	Iteration 17Q: 3 clusters Score -2.909598e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225169 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -29096020.000000 Penalty: 6113.887207
	Iteration 18Q: 3 clusters Score -2.909602e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225168 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -29096032.000000 Penalty: 6113.887207
	Iteration 19Q: 3 clusters Score -2.909603e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225165 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -29096044.000000 Penalty: 6113.887207
	Iteration 20F: 3 clusters Score -2.909604e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225163 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -29096072.000000 Penalty: 6113.887207
	Iteration 21Q: 3 clusters Score -2.909607e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225158 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -29096060.000000 Penalty: 6113.887207
	Iteration 22Q: 3 clusters Score -2.909606e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225153 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -29096084.000000 Penalty: 6113.887207
	Iteration 23Q: 3 clusters Score -2.909608e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225151 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -29096086.000000 Penalty: 6113.887207
	Iteration 24Q: 3 clusters Score -2.909609e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225154 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -29096078.000000 Penalty: 6113.887207
	Iteration 25Q: 3 clusters Score -2.909608e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225153 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -29096082.000000 Penalty: 6113.887207
	Iteration 26Q: 3 clusters Score -2.909608e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225153 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -29096084.000000 Penalty: 6113.887207
	Iteration 27Q: 3 clusters Score -2.909608e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225154 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -29096080.000000 Penalty: 6113.887207
	Iteration 28Q: 3 clusters Score -2.909608e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225154 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -29096080.000000 Penalty: 6113.887207
	Iteration 29F: 3 clusters Score -2.909608e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (9177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Entering Unmasked Estep 
Score: -1119820.500000 Penalty: 2262.864990
	Iteration 0F: 2 clusters Score -1119820 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -1112699.000000 Penalty: 4525.729980
	Iteration 0F: 3 clusters Score -1112699 nChanged 3794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -1114735.750000 Penalty: 4525.729980
	Iteration 1F: 3 clusters Score -1114736 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -1115062.750000 Penalty: 4525.729980
	Iteration 2F: 3 clusters Score -1115063 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -1115267.750000 Penalty: 4525.729980
	Iteration 3F: 3 clusters Score -1115268 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -1115451.750000 Penalty: 4525.729980
	Iteration 4Q: 3 clusters Score -1115452 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -1115612.875000 Penalty: 4525.729980
	Iteration 5Q: 3 clusters Score -1115613 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -1115728.125000 Penalty: 4525.729980
	Iteration 6Q: 3 clusters Score -1115728 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -1115831.375000 Penalty: 4525.729980
	Iteration 7Q: 3 clusters Score -1115831 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -1115920.875000 Penalty: 4525.729980
	Iteration 8Q: 3 clusters Score -1115921 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -1116028.750000 Penalty: 4525.729980
	Iteration 9Q: 3 clusters Score -1116029 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -1116137.750000 Penalty: 4525.729980
	Iteration 10Q: 3 clusters Score -1116138 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -1116245.500000 Penalty: 4525.729980
	Iteration 11Q: 3 clusters Score -1116246 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -1116358.375000 Penalty: 4525.729980
	Iteration 12Q: 3 clusters Score -1116358 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -1116457.250000 Penalty: 4525.729980
	Iteration 13Q: 3 clusters Score -1116457 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -1116545.750000 Penalty: 4525.729980
	Iteration 14Q: 3 clusters Score -1116546 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -1116633.000000 Penalty: 4525.729980
	Iteration 15Q: 3 clusters Score -1116633 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -1116723.625000 Penalty: 4525.729980
	Iteration 16Q: 3 clusters Score -1116724 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -1116817.125000 Penalty: 4525.729980
	Iteration 17Q: 3 clusters Score -1116817 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -1116914.250000 Penalty: 4525.729980
	Iteration 18Q: 3 clusters Score -1116914 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -1117004.125000 Penalty: 4525.729980
	Iteration 19Q: 3 clusters Score -1117004 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -1117086.625000 Penalty: 4525.729980
	Iteration 20F: 3 clusters Score -1117087 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -1117144.750000 Penalty: 4525.729980
	Iteration 21Q: 3 clusters Score -1117145 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -1117193.000000 Penalty: 4525.729980
	Iteration 22Q: 3 clusters Score -1117193 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -1117234.875000 Penalty: 4525.729980
	Iteration 23Q: 3 clusters Score -1117235 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -1117264.875000 Penalty: 4525.729980
	Iteration 24Q: 3 clusters Score -1117265 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -1117293.750000 Penalty: 4525.729980
	Iteration 25Q: 3 clusters Score -1117294 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -1117319.000000 Penalty: 4525.729980
	Iteration 26Q: 3 clusters Score -1117319 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -1117333.875000 Penalty: 4525.729980
	Iteration 27Q: 3 clusters Score -1117334 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -1117351.000000 Penalty: 4525.729980
	Iteration 28Q: 3 clusters Score -1117351 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -1117365.750000 Penalty: 4525.729980
	Iteration 29Q: 3 clusters Score -1117366 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -1117382.750000 Penalty: 4525.729980
	Iteration 30Q: 3 clusters Score -1117383 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -1117396.750000 Penalty: 4525.729980
	Iteration 31Q: 3 clusters Score -1117397 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -1117412.750000 Penalty: 4525.729980
	Iteration 32Q: 3 clusters Score -1117413 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -1117421.000000 Penalty: 4525.729980
	Iteration 33Q: 3 clusters Score -1117421 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -1117429.875000 Penalty: 4525.729980
	Iteration 34Q: 3 clusters Score -1117430 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -1117436.250000 Penalty: 4525.729980
	Iteration 35Q: 3 clusters Score -1117436 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -1117435.250000 Penalty: 4525.729980
	Iteration 36Q: 3 clusters Score -1117435 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -1117438.500000 Penalty: 4525.729980
	Iteration 37Q: 3 clusters Score -1117438 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -1117439.500000 Penalty: 4525.729980
	Iteration 38Q: 3 clusters Score -1117440 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -1117441.375000 Penalty: 4525.729980
	Iteration 39Q: 3 clusters Score -1117441 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -1117440.500000 Penalty: 4525.729980
	Iteration 40F: 3 clusters Score -1117440 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -1117441.625000 Penalty: 4525.729980
	Iteration 41Q: 3 clusters Score -1117442 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -1117442.125000 Penalty: 4525.729980
	Iteration 42Q: 3 clusters Score -1117442 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -1117445.000000 Penalty: 4525.729980
	Iteration 43Q: 3 clusters Score -1117445 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -1117446.625000 Penalty: 4525.729980
	Iteration 44Q: 3 clusters Score -1117447 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -1117446.250000 Penalty: 4525.729980
	Iteration 45Q: 3 clusters Score -1117446 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -1117448.875000 Penalty: 4525.729980
	Iteration 46Q: 3 clusters Score -1117449 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -1117448.000000 Penalty: 4525.729980
	Iteration 47Q: 3 clusters Score -1117448 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -1117448.625000 Penalty: 4525.729980
	Iteration 48Q: 3 clusters Score -1117449 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -1117449.500000 Penalty: 4525.729980
	Iteration 49Q: 3 clusters Score -1117450 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -1117451.000000 Penalty: 4525.729980
	Iteration 50Q: 3 clusters Score -1117451 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -1117450.500000 Penalty: 4525.729980
	Iteration 51Q: 3 clusters Score -1117450 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -1117450.500000 Penalty: 4525.729980
	Iteration 52Q: 3 clusters Score -1117450 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -1117451.375000 Penalty: 4525.729980
	Iteration 53Q: 3 clusters Score -1117451 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -1117451.625000 Penalty: 4525.729980
	Iteration 54Q: 3 clusters Score -1117452 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -1117452.375000 Penalty: 4525.729980
	Iteration 55Q: 3 clusters Score -1117452 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -1117453.500000 Penalty: 4525.729980
	Iteration 56Q: 3 clusters Score -1117454 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -1117454.750000 Penalty: 4525.729980
	Iteration 57Q: 3 clusters Score -1117455 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -1117452.875000 Penalty: 4525.729980
	Iteration 58Q: 3 clusters Score -1117453 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -1117455.750000 Penalty: 4525.729980
	Iteration 59Q: 3 clusters Score -1117456 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -1117454.625000 Penalty: 4525.729980
	Iteration 60F: 3 clusters Score -1117455 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -1117453.875000 Penalty: 4525.729980
	Iteration 61Q: 3 clusters Score -1117454 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -1117457.375000 Penalty: 4525.729980
	Iteration 62Q: 3 clusters Score -1117457 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -1117459.000000 Penalty: 4525.729980
	Iteration 63Q: 3 clusters Score -1117459 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -1117459.750000 Penalty: 4525.729980
	Iteration 64Q: 3 clusters Score -1117460 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -1117460.125000 Penalty: 4525.729980
	Iteration 65Q: 3 clusters Score -1117460 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -1117460.000000 Penalty: 4525.729980
	Iteration 66Q: 3 clusters Score -1117460 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -1117460.000000 Penalty: 4525.729980
	Iteration 67F: 3 clusters Score -1117460 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (5299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Entering Unmasked Estep 
Score: -655805.125000 Penalty: 2126.667725
	Iteration 0F: 2 clusters Score -655805.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -650998.562500 Penalty: 4253.335449
	Iteration 0F: 3 clusters Score -650998.6 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -652182.625000 Penalty: 4253.335449
	Iteration 1F: 3 clusters Score -652182.6 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -652423.812500 Penalty: 4253.335449
	Iteration 2F: 3 clusters Score -652423.8 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -652632.187500 Penalty: 4253.335449
	Iteration 3F: 3 clusters Score -652632.2 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -652790.812500 Penalty: 4253.335449
	Iteration 4Q: 3 clusters Score -652790.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -652879.875000 Penalty: 4253.335449
	Iteration 5Q: 3 clusters Score -652879.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -652946.687500 Penalty: 4253.335449
	Iteration 6Q: 3 clusters Score -652946.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -653011.000000 Penalty: 4253.335449
	Iteration 7Q: 3 clusters Score -653011 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -653063.375000 Penalty: 4253.335449
	Iteration 8Q: 3 clusters Score -653063.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -653111.125000 Penalty: 4253.335449
	Iteration 9Q: 3 clusters Score -653111.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -653152.000000 Penalty: 4253.335449
	Iteration 10Q: 3 clusters Score -653152 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -653182.125000 Penalty: 4253.335449
	Iteration 11Q: 3 clusters Score -653182.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -653209.500000 Penalty: 4253.335449
	Iteration 12Q: 3 clusters Score -653209.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -653232.187500 Penalty: 4253.335449
	Iteration 13Q: 3 clusters Score -653232.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -653246.625000 Penalty: 4253.335449
	Iteration 14Q: 3 clusters Score -653246.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -653263.562500 Penalty: 4253.335449
	Iteration 15Q: 3 clusters Score -653263.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -653281.562500 Penalty: 4253.335449
	Iteration 16Q: 3 clusters Score -653281.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -653299.375000 Penalty: 4253.335449
	Iteration 17Q: 3 clusters Score -653299.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -653314.812500 Penalty: 4253.335449
	Iteration 18Q: 3 clusters Score -653314.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -653327.937500 Penalty: 4253.335449
	Iteration 19Q: 3 clusters Score -653327.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -653336.750000 Penalty: 4253.335449
	Iteration 20F: 3 clusters Score -653336.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -653348.812500 Penalty: 4253.335449
	Iteration 21Q: 3 clusters Score -653348.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -653360.812500 Penalty: 4253.335449
	Iteration 22Q: 3 clusters Score -653360.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -653374.125000 Penalty: 4253.335449
	Iteration 23Q: 3 clusters Score -653374.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -653388.937500 Penalty: 4253.335449
	Iteration 24Q: 3 clusters Score -653388.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -653401.500000 Penalty: 4253.335449
	Iteration 25Q: 3 clusters Score -653401.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -653421.250000 Penalty: 4253.335449
	Iteration 26Q: 3 clusters Score -653421.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -653441.875000 Penalty: 4253.335449
	Iteration 27Q: 3 clusters Score -653441.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -653463.125000 Penalty: 4253.335449
	Iteration 28Q: 3 clusters Score -653463.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -653491.250000 Penalty: 4253.335449
	Iteration 29Q: 3 clusters Score -653491.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -653524.625000 Penalty: 4253.335449
	Iteration 30Q: 3 clusters Score -653524.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -653554.000000 Penalty: 4253.335449
	Iteration 31Q: 3 clusters Score -653554 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -653581.750000 Penalty: 4253.335449
	Iteration 32Q: 3 clusters Score -653581.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -653618.937500 Penalty: 4253.335449
	Iteration 33Q: 3 clusters Score -653618.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -653658.000000 Penalty: 4253.335449
	Iteration 34Q: 3 clusters Score -653658 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -653697.437500 Penalty: 4253.335449
	Iteration 35Q: 3 clusters Score -653697.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -653732.687500 Penalty: 4253.335449
	Iteration 36Q: 3 clusters Score -653732.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -653761.937500 Penalty: 4253.335449
	Iteration 37Q: 3 clusters Score -653761.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -653793.000000 Penalty: 4253.335449
	Iteration 38Q: 3 clusters Score -653793 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -653833.250000 Penalty: 4253.335449
	Iteration 39Q: 3 clusters Score -653833.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -653866.875000 Penalty: 4253.335449
	Iteration 40F: 3 clusters Score -653866.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -653894.500000 Penalty: 4253.335449
	Iteration 41Q: 3 clusters Score -653894.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -653918.187500 Penalty: 4253.335449
	Iteration 42Q: 3 clusters Score -653918.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -653946.625000 Penalty: 4253.335449
	Iteration 43Q: 3 clusters Score -653946.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -653970.062500 Penalty: 4253.335449
	Iteration 44Q: 3 clusters Score -653970.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -653987.750000 Penalty: 4253.335449
	Iteration 45Q: 3 clusters Score -653987.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -654001.250000 Penalty: 4253.335449
	Iteration 46Q: 3 clusters Score -654001.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -654014.125000 Penalty: 4253.335449
	Iteration 47Q: 3 clusters Score -654014.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -654028.437500 Penalty: 4253.335449
	Iteration 48Q: 3 clusters Score -654028.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -654041.500000 Penalty: 4253.335449
	Iteration 49Q: 3 clusters Score -654041.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -654052.562500 Penalty: 4253.335449
	Iteration 50Q: 3 clusters Score -654052.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -654066.125000 Penalty: 4253.335449
	Iteration 51Q: 3 clusters Score -654066.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -654072.312500 Penalty: 4253.335449
	Iteration 52Q: 3 clusters Score -654072.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -654078.687500 Penalty: 4253.335449
	Iteration 53Q: 3 clusters Score -654078.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -654082.437500 Penalty: 4253.335449
	Iteration 54Q: 3 clusters Score -654082.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -654083.562500 Penalty: 4253.335449
	Iteration 55Q: 3 clusters Score -654083.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -654085.937500 Penalty: 4253.335449
	Iteration 56Q: 3 clusters Score -654085.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -654087.187500 Penalty: 4253.335449
	Iteration 57Q: 3 clusters Score -654087.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -654088.375000 Penalty: 4253.335449
	Iteration 58Q: 3 clusters Score -654088.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -654088.312500 Penalty: 4253.335449
	Iteration 59Q: 3 clusters Score -654088.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -654088.000000 Penalty: 4253.335449
	Iteration 60F: 3 clusters Score -654088 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -654088.125000 Penalty: 4253.335449
	Iteration 61Q: 3 clusters Score -654088.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -654088.500000 Penalty: 4253.335449
	Iteration 62Q: 3 clusters Score -654088.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -654090.875000 Penalty: 4253.335449
	Iteration 63Q: 3 clusters Score -654090.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -654090.937500 Penalty: 4253.335449
	Iteration 64Q: 3 clusters Score -654090.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -654091.687500 Penalty: 4253.335449
	Iteration 65Q: 3 clusters Score -654091.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -654092.437500 Penalty: 4253.335449
	Iteration 66Q: 3 clusters Score -654092.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -654093.250000 Penalty: 4253.335449
	Iteration 67Q: 3 clusters Score -654093.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -654095.562500 Penalty: 4253.335449
	Iteration 68Q: 3 clusters Score -654095.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -654098.437500 Penalty: 4253.335449
	Iteration 69Q: 3 clusters Score -654098.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -654099.375000 Penalty: 4253.335449
	Iteration 70Q: 3 clusters Score -654099.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -654099.687500 Penalty: 4253.335449
	Iteration 71Q: 3 clusters Score -654099.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -654099.875000 Penalty: 4253.335449
	Iteration 72Q: 3 clusters Score -654099.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -654099.687500 Penalty: 4253.335449
	Iteration 73Q: 3 clusters Score -654099.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -654099.062500 Penalty: 4253.335449
	Iteration 74Q: 3 clusters Score -654099.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -654100.687500 Penalty: 4253.335449
	Iteration 75Q: 3 clusters Score -654100.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -654100.125000 Penalty: 4253.335449
	Iteration 76Q: 3 clusters Score -654100.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -654100.125000 Penalty: 4253.335449
	Iteration 77F: 3 clusters Score -654100.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (27010 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27010 members 
Entering Unmasked Estep 
Score: -3493004.750000 Penalty: 2530.582764
	Iteration 0F: 2 clusters Score -3493005 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13430 members 
Mstep: Class 2 contains 13580 members 
Entering Unmasked Estep 
Score: -3474430.750000 Penalty: 5061.165527
	Iteration 0F: 3 clusters Score -3474431 nChanged 12117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13085 members 
Mstep: Class 2 contains 13925 members 
Entering Unmasked Estep 
Score: -3481097.750000 Penalty: 5061.165527
	Iteration 1F: 3 clusters Score -3481098 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12877 members 
Mstep: Class 2 contains 14133 members 
Entering Unmasked Estep 
Score: -3481574.750000 Penalty: 5061.165527
	Iteration 2Q: 3 clusters Score -3481575 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12709 members 
Mstep: Class 2 contains 14301 members 
Entering Unmasked Estep 
Score: -3482030.250000 Penalty: 5061.165527
	Iteration 3Q: 3 clusters Score -3482030 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12542 members 
Mstep: Class 2 contains 14468 members 
Entering Unmasked Estep 
Score: -3482463.750000 Penalty: 5061.165527
	Iteration 4Q: 3 clusters Score -3482464 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12350 members 
Mstep: Class 2 contains 14660 members 
Entering Unmasked Estep 
Score: -3482861.250000 Penalty: 5061.165527
	Iteration 5Q: 3 clusters Score -3482861 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12073 members 
Mstep: Class 2 contains 14937 members 
Entering Unmasked Estep 
Score: -3483354.750000 Penalty: 5061.165527
	Iteration 6Q: 3 clusters Score -3483355 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11700 members 
Mstep: Class 2 contains 15310 members 
Entering Unmasked Estep 
Score: -3483899.500000 Penalty: 5061.165527
	Iteration 7Q: 3 clusters Score -3483900 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11248 members 
Mstep: Class 2 contains 15762 members 
Entering Unmasked Estep 
Score: -3484494.750000 Penalty: 5061.165527
	Iteration 8Q: 3 clusters Score -3484495 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10715 members 
Mstep: Class 2 contains 16295 members 
Entering Unmasked Estep 
Score: -3485065.000000 Penalty: 5061.165527
	Iteration 9Q: 3 clusters Score -3485065 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10170 members 
Mstep: Class 2 contains 16840 members 
Entering Unmasked Estep 
Score: -3485593.000000 Penalty: 5061.165527
	Iteration 10Q: 3 clusters Score -3485593 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 17415 members 
Entering Unmasked Estep 
Score: -3486063.250000 Penalty: 5061.165527
	Iteration 11Q: 3 clusters Score -3486063 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 18068 members 
Entering Unmasked Estep 
Score: -3486480.500000 Penalty: 5061.165527
	Iteration 12Q: 3 clusters Score -3486480 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 18734 members 
Entering Unmasked Estep 
Score: -3486885.250000 Penalty: 5061.165527
	Iteration 13Q: 3 clusters Score -3486885 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 19395 members 
Entering Unmasked Estep 
Score: -3487257.500000 Penalty: 5061.165527
	Iteration 14Q: 3 clusters Score -3487258 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 20016 members 
Entering Unmasked Estep 
Score: -3487556.250000 Penalty: 5061.165527
	Iteration 15Q: 3 clusters Score -3487556 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 20623 members 
Entering Unmasked Estep 
Score: -3487859.250000 Penalty: 5061.165527
	Iteration 16Q: 3 clusters Score -3487859 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 21213 members 
Entering Unmasked Estep 
Score: -3488137.250000 Penalty: 5061.165527
	Iteration 17Q: 3 clusters Score -3488137 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 21791 members 
Entering Unmasked Estep 
Score: -3488424.000000 Penalty: 5061.165527
	Iteration 18Q: 3 clusters Score -3488424 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 22370 members 
Entering Unmasked Estep 
Score: -3488713.000000 Penalty: 5061.165527
	Iteration 19Q: 3 clusters Score -3488713 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 22888 members 
Entering Unmasked Estep 
Score: -3488975.250000 Penalty: 5061.165527
	Iteration 20F: 3 clusters Score -3488975 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 23393 members 
Entering Unmasked Estep 
Score: -3489237.000000 Penalty: 5061.165527
	Iteration 21Q: 3 clusters Score -3489237 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 23843 members 
Entering Unmasked Estep 
Score: -3489470.000000 Penalty: 5061.165527
	Iteration 22Q: 3 clusters Score -3489470 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 24246 members 
Entering Unmasked Estep 
Score: -3489663.000000 Penalty: 5061.165527
	Iteration 23Q: 3 clusters Score -3489663 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 24595 members 
Entering Unmasked Estep 
Score: -3489839.750000 Penalty: 5061.165527
	Iteration 24Q: 3 clusters Score -3489840 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 24918 members 
Entering Unmasked Estep 
Score: -3490014.750000 Penalty: 5061.165527
	Iteration 25Q: 3 clusters Score -3490015 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 25189 members 
Entering Unmasked Estep 
Score: -3490152.500000 Penalty: 5061.165527
	Iteration 26Q: 3 clusters Score -3490152 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 25399 members 
Entering Unmasked Estep 
Score: -3490287.750000 Penalty: 5061.165527
	Iteration 27Q: 3 clusters Score -3490288 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 25594 members 
Entering Unmasked Estep 
Score: -3490382.750000 Penalty: 5061.165527
	Iteration 28Q: 3 clusters Score -3490383 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 25736 members 
Entering Unmasked Estep 
Score: -3490470.000000 Penalty: 5061.165527
	Iteration 29Q: 3 clusters Score -3490470 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 25853 members 
Entering Unmasked Estep 
Score: -3490548.250000 Penalty: 5061.165527
	Iteration 30Q: 3 clusters Score -3490548 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 25941 members 
Entering Unmasked Estep 
Score: -3490605.250000 Penalty: 5061.165527
	Iteration 31Q: 3 clusters Score -3490605 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 26004 members 
Entering Unmasked Estep 
Score: -3490645.250000 Penalty: 5061.165527
	Iteration 32Q: 3 clusters Score -3490645 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 26052 members 
Entering Unmasked Estep 
Score: -3490668.750000 Penalty: 5061.165527
	Iteration 33Q: 3 clusters Score -3490669 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 26090 members 
Entering Unmasked Estep 
Score: -3490690.250000 Penalty: 5061.165527
	Iteration 34Q: 3 clusters Score -3490690 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 26127 members 
Entering Unmasked Estep 
Score: -3490720.000000 Penalty: 5061.165527
	Iteration 35Q: 3 clusters Score -3490720 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 26160 members 
Entering Unmasked Estep 
Score: -3490732.500000 Penalty: 5061.165527
	Iteration 36Q: 3 clusters Score -3490732 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 26185 members 
Entering Unmasked Estep 
Score: -3490747.750000 Penalty: 5061.165527
	Iteration 37Q: 3 clusters Score -3490748 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 26201 members 
Entering Unmasked Estep 
Score: -3490752.750000 Penalty: 5061.165527
	Iteration 38Q: 3 clusters Score -3490753 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 26220 members 
Entering Unmasked Estep 
Score: -3490768.750000 Penalty: 5061.165527
	Iteration 39Q: 3 clusters Score -3490769 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 26237 members 
Entering Unmasked Estep 
Score: -3490779.000000 Penalty: 5061.165527
	Iteration 40F: 3 clusters Score -3490779 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 26259 members 
Entering Unmasked Estep 
Score: -3490788.750000 Penalty: 5061.165527
	Iteration 41Q: 3 clusters Score -3490789 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 26269 members 
Entering Unmasked Estep 
Score: -3490798.250000 Penalty: 5061.165527
	Iteration 42Q: 3 clusters Score -3490798 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 26277 members 
Entering Unmasked Estep 
Score: -3490799.250000 Penalty: 5061.165527
	Iteration 43Q: 3 clusters Score -3490799 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 26287 members 
Entering Unmasked Estep 
Score: -3490808.250000 Penalty: 5061.165527
	Iteration 44Q: 3 clusters Score -3490808 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 26296 members 
Entering Unmasked Estep 
Score: -3490814.000000 Penalty: 5061.165527
	Iteration 45Q: 3 clusters Score -3490814 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 26302 members 
Entering Unmasked Estep 
Score: -3490817.000000 Penalty: 5061.165527
	Iteration 46Q: 3 clusters Score -3490817 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 26312 members 
Entering Unmasked Estep 
Score: -3490825.750000 Penalty: 5061.165527
	Iteration 47Q: 3 clusters Score -3490826 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 26316 members 
Entering Unmasked Estep 
Score: -3490824.000000 Penalty: 5061.165527
	Iteration 48Q: 3 clusters Score -3490824 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 26320 members 
Entering Unmasked Estep 
Score: -3490828.750000 Penalty: 5061.165527
	Iteration 49Q: 3 clusters Score -3490829 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 26322 members 
Entering Unmasked Estep 
Score: -3490828.500000 Penalty: 5061.165527
	Iteration 50Q: 3 clusters Score -3490828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 26323 members 
Entering Unmasked Estep 
Score: -3490832.500000 Penalty: 5061.165527
	Iteration 51Q: 3 clusters Score -3490832 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 26325 members 
Entering Unmasked Estep 
Score: -3490836.250000 Penalty: 5061.165527
	Iteration 52Q: 3 clusters Score -3490836 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 26329 members 
Entering Unmasked Estep 
Score: -3490838.250000 Penalty: 5061.165527
	Iteration 53Q: 3 clusters Score -3490838 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 26332 members 
Entering Unmasked Estep 
Score: -3490835.500000 Penalty: 5061.165527
	Iteration 54Q: 3 clusters Score -3490836 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 26334 members 
Entering Unmasked Estep 
Score: -3490840.750000 Penalty: 5061.165527
	Iteration 55Q: 3 clusters Score -3490841 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 26334 members 
Entering Unmasked Estep 
Score: -3490840.750000 Penalty: 5061.165527
	Iteration 56F: 3 clusters Score -3490841 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (9441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Entering Unmasked Estep 
Score: -1187019.750000 Penalty: 2269.898438
	Iteration 0F: 2 clusters Score -1187020 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -1179676.750000 Penalty: 4539.796875
	Iteration 0F: 3 clusters Score -1179677 nChanged 3924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -1181771.250000 Penalty: 4539.796875
	Iteration 1F: 3 clusters Score -1181771 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -1182164.250000 Penalty: 4539.796875
	Iteration 2F: 3 clusters Score -1182164 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -1182453.125000 Penalty: 4539.796875
	Iteration 3F: 3 clusters Score -1182453 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -1182692.500000 Penalty: 4539.796875
	Iteration 4Q: 3 clusters Score -1182692 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -1182876.875000 Penalty: 4539.796875
	Iteration 5Q: 3 clusters Score -1182877 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -1183023.375000 Penalty: 4539.796875
	Iteration 6Q: 3 clusters Score -1183023 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -1183142.875000 Penalty: 4539.796875
	Iteration 7Q: 3 clusters Score -1183143 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -1183253.375000 Penalty: 4539.796875
	Iteration 8Q: 3 clusters Score -1183253 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -1183360.125000 Penalty: 4539.796875
	Iteration 9Q: 3 clusters Score -1183360 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -1183451.875000 Penalty: 4539.796875
	Iteration 10Q: 3 clusters Score -1183452 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -1183549.000000 Penalty: 4539.796875
	Iteration 11Q: 3 clusters Score -1183549 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -1183639.125000 Penalty: 4539.796875
	Iteration 12Q: 3 clusters Score -1183639 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -1183736.750000 Penalty: 4539.796875
	Iteration 13Q: 3 clusters Score -1183737 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -1183852.875000 Penalty: 4539.796875
	Iteration 14Q: 3 clusters Score -1183853 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -1183968.250000 Penalty: 4539.796875
	Iteration 15Q: 3 clusters Score -1183968 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -1184078.000000 Penalty: 4539.796875
	Iteration 16Q: 3 clusters Score -1184078 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -1184180.125000 Penalty: 4539.796875
	Iteration 17Q: 3 clusters Score -1184180 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -1184284.125000 Penalty: 4539.796875
	Iteration 18Q: 3 clusters Score -1184284 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -1184365.500000 Penalty: 4539.796875
	Iteration 19Q: 3 clusters Score -1184366 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -1184461.750000 Penalty: 4539.796875
	Iteration 20F: 3 clusters Score -1184462 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -1184557.000000 Penalty: 4539.796875
	Iteration 21Q: 3 clusters Score -1184557 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -1184632.625000 Penalty: 4539.796875
	Iteration 22Q: 3 clusters Score -1184633 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -1184682.125000 Penalty: 4539.796875
	Iteration 23Q: 3 clusters Score -1184682 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -1184741.625000 Penalty: 4539.796875
	Iteration 24Q: 3 clusters Score -1184742 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -1184785.750000 Penalty: 4539.796875
	Iteration 25Q: 3 clusters Score -1184786 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1184827.625000 Penalty: 4539.796875
	Iteration 26Q: 3 clusters Score -1184828 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -1184862.500000 Penalty: 4539.796875
	Iteration 27Q: 3 clusters Score -1184862 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -1184889.875000 Penalty: 4539.796875
	Iteration 28Q: 3 clusters Score -1184890 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -1184916.375000 Penalty: 4539.796875
	Iteration 29Q: 3 clusters Score -1184916 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1184944.125000 Penalty: 4539.796875
	Iteration 30Q: 3 clusters Score -1184944 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -1184964.125000 Penalty: 4539.796875
	Iteration 31Q: 3 clusters Score -1184964 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1184984.750000 Penalty: 4539.796875
	Iteration 32Q: 3 clusters Score -1184985 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -1184996.500000 Penalty: 4539.796875
	Iteration 33Q: 3 clusters Score -1184996 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -1185006.375000 Penalty: 4539.796875
	Iteration 34Q: 3 clusters Score -1185006 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8873 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1185014.625000 Penalty: 4539.796875
	Iteration 35Q: 3 clusters Score -1185015 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -1185022.750000 Penalty: 4539.796875
	Iteration 36Q: 3 clusters Score -1185023 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -1185032.375000 Penalty: 4539.796875
	Iteration 37Q: 3 clusters Score -1185032 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1185038.500000 Penalty: 4539.796875
	Iteration 38Q: 3 clusters Score -1185038 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -1185042.625000 Penalty: 4539.796875
	Iteration 39Q: 3 clusters Score -1185043 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -1185043.500000 Penalty: 4539.796875
	Iteration 40F: 3 clusters Score -1185044 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -1185046.500000 Penalty: 4539.796875
	Iteration 41Q: 3 clusters Score -1185046 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1185048.625000 Penalty: 4539.796875
	Iteration 42Q: 3 clusters Score -1185049 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -1185050.625000 Penalty: 4539.796875
	Iteration 43Q: 3 clusters Score -1185051 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -1185053.375000 Penalty: 4539.796875
	Iteration 44Q: 3 clusters Score -1185053 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -1185055.875000 Penalty: 4539.796875
	Iteration 45Q: 3 clusters Score -1185056 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -1185059.000000 Penalty: 4539.796875
	Iteration 46Q: 3 clusters Score -1185059 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -1185060.375000 Penalty: 4539.796875
	Iteration 47Q: 3 clusters Score -1185060 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1185061.750000 Penalty: 4539.796875
	Iteration 48Q: 3 clusters Score -1185062 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1185063.750000 Penalty: 4539.796875
	Iteration 49Q: 3 clusters Score -1185064 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1185066.500000 Penalty: 4539.796875
	Iteration 50Q: 3 clusters Score -1185066 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -1185067.375000 Penalty: 4539.796875
	Iteration 51Q: 3 clusters Score -1185067 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -1185068.250000 Penalty: 4539.796875
	Iteration 52Q: 3 clusters Score -1185068 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1185068.500000 Penalty: 4539.796875
	Iteration 53Q: 3 clusters Score -1185068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1185066.500000 Penalty: 4539.796875
	Iteration 54Q: 3 clusters Score -1185066 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1185068.125000 Penalty: 4539.796875
	Iteration 55Q: 3 clusters Score -1185068 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1185068.125000 Penalty: 4539.796875
	Iteration 56F: 3 clusters Score -1185068 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (9765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Entering Unmasked Estep 
Score: -1234813.750000 Penalty: 2278.266846
	Iteration 0F: 2 clusters Score -1234814 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -1227308.750000 Penalty: 4556.533691
	Iteration 0F: 3 clusters Score -1227309 nChanged 4059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -1229539.375000 Penalty: 4556.533691
	Iteration 1F: 3 clusters Score -1229539 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -1229872.875000 Penalty: 4556.533691
	Iteration 2F: 3 clusters Score -1229873 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -1230141.000000 Penalty: 4556.533691
	Iteration 3F: 3 clusters Score -1230141 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -1230399.750000 Penalty: 4556.533691
	Iteration 4Q: 3 clusters Score -1230400 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -1230749.125000 Penalty: 4556.533691
	Iteration 5Q: 3 clusters Score -1230749 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -1231174.875000 Penalty: 4556.533691
	Iteration 6F: 3 clusters Score -1231175 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -1231716.000000 Penalty: 4556.533691
	Iteration 7F: 3 clusters Score -1231716 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -1232264.500000 Penalty: 4556.533691
	Iteration 8F: 3 clusters Score -1232264 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -1232757.750000 Penalty: 4556.533691
	Iteration 9F: 3 clusters Score -1232758 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -1233114.875000 Penalty: 4556.533691
	Iteration 10Q: 3 clusters Score -1233115 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -1233326.500000 Penalty: 4556.533691
	Iteration 11Q: 3 clusters Score -1233326 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -1233462.125000 Penalty: 4556.533691
	Iteration 12Q: 3 clusters Score -1233462 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -1233564.750000 Penalty: 4556.533691
	Iteration 13Q: 3 clusters Score -1233565 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -1233649.250000 Penalty: 4556.533691
	Iteration 14Q: 3 clusters Score -1233649 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -1233689.000000 Penalty: 4556.533691
	Iteration 15Q: 3 clusters Score -1233689 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -1233719.000000 Penalty: 4556.533691
	Iteration 16Q: 3 clusters Score -1233719 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -1233731.000000 Penalty: 4556.533691
	Iteration 17Q: 3 clusters Score -1233731 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -1233742.000000 Penalty: 4556.533691
	Iteration 18Q: 3 clusters Score -1233742 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -1233753.875000 Penalty: 4556.533691
	Iteration 19Q: 3 clusters Score -1233754 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -1233763.125000 Penalty: 4556.533691
	Iteration 20F: 3 clusters Score -1233763 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -1233768.125000 Penalty: 4556.533691
	Iteration 21Q: 3 clusters Score -1233768 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -1233770.875000 Penalty: 4556.533691
	Iteration 22Q: 3 clusters Score -1233771 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -1233777.750000 Penalty: 4556.533691
	Iteration 23Q: 3 clusters Score -1233778 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -1233779.875000 Penalty: 4556.533691
	Iteration 24Q: 3 clusters Score -1233780 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -1233789.000000 Penalty: 4556.533691
	Iteration 25Q: 3 clusters Score -1233789 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -1233788.375000 Penalty: 4556.533691
	Iteration 26Q: 3 clusters Score -1233788 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -1233792.625000 Penalty: 4556.533691
	Iteration 27Q: 3 clusters Score -1233793 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -1233794.625000 Penalty: 4556.533691
	Iteration 28Q: 3 clusters Score -1233795 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -1233797.875000 Penalty: 4556.533691
	Iteration 29Q: 3 clusters Score -1233798 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -1233800.250000 Penalty: 4556.533691
	Iteration 30Q: 3 clusters Score -1233800 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -1233798.875000 Penalty: 4556.533691
	Iteration 31Q: 3 clusters Score -1233799 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -1233799.750000 Penalty: 4556.533691
	Iteration 32Q: 3 clusters Score -1233800 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -1233797.625000 Penalty: 4556.533691
	Iteration 33Q: 3 clusters Score -1233798 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -1233797.875000 Penalty: 4556.533691
	Iteration 34Q: 3 clusters Score -1233798 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -1233801.125000 Penalty: 4556.533691
	Iteration 35Q: 3 clusters Score -1233801 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -1233804.625000 Penalty: 4556.533691
	Iteration 36Q: 3 clusters Score -1233805 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -1233806.250000 Penalty: 4556.533691
	Iteration 37Q: 3 clusters Score -1233806 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -1233813.375000 Penalty: 4556.533691
	Iteration 38Q: 3 clusters Score -1233813 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -1233814.750000 Penalty: 4556.533691
	Iteration 39Q: 3 clusters Score -1233815 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -1233816.250000 Penalty: 4556.533691
	Iteration 40F: 3 clusters Score -1233816 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -1233819.625000 Penalty: 4556.533691
	Iteration 41Q: 3 clusters Score -1233820 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -1233819.250000 Penalty: 4556.533691
	Iteration 42Q: 3 clusters Score -1233819 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -1233824.000000 Penalty: 4556.533691
	Iteration 43Q: 3 clusters Score -1233824 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -1233829.375000 Penalty: 4556.533691
	Iteration 44Q: 3 clusters Score -1233829 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -1233827.750000 Penalty: 4556.533691
	Iteration 45Q: 3 clusters Score -1233828 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -1233829.000000 Penalty: 4556.533691
	Iteration 46Q: 3 clusters Score -1233829 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -1233831.875000 Penalty: 4556.533691
	Iteration 47Q: 3 clusters Score -1233832 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -1233833.000000 Penalty: 4556.533691
	Iteration 48Q: 3 clusters Score -1233833 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -1233835.125000 Penalty: 4556.533691
	Iteration 49Q: 3 clusters Score -1233835 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -1233835.750000 Penalty: 4556.533691
	Iteration 50Q: 3 clusters Score -1233836 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -1233838.875000 Penalty: 4556.533691
	Iteration 51Q: 3 clusters Score -1233839 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -1233841.125000 Penalty: 4556.533691
	Iteration 52Q: 3 clusters Score -1233841 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -1233844.875000 Penalty: 4556.533691
	Iteration 53Q: 3 clusters Score -1233845 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -1233850.000000 Penalty: 4556.533691
	Iteration 54Q: 3 clusters Score -1233850 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -1233856.375000 Penalty: 4556.533691
	Iteration 55Q: 3 clusters Score -1233856 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -1233858.875000 Penalty: 4556.533691
	Iteration 56Q: 3 clusters Score -1233859 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -1233871.125000 Penalty: 4556.533691
	Iteration 57Q: 3 clusters Score -1233871 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -1233881.625000 Penalty: 4556.533691
	Iteration 58Q: 3 clusters Score -1233882 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -1233897.125000 Penalty: 4556.533691
	Iteration 59Q: 3 clusters Score -1233897 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -1233915.875000 Penalty: 4556.533691
	Iteration 60F: 3 clusters Score -1233916 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -1233923.625000 Penalty: 4556.533691
	Iteration 61Q: 3 clusters Score -1233924 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -1233943.250000 Penalty: 4556.533691
	Iteration 62Q: 3 clusters Score -1233943 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -1233958.500000 Penalty: 4556.533691
	Iteration 63Q: 3 clusters Score -1233958 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -1233978.375000 Penalty: 4556.533691
	Iteration 64Q: 3 clusters Score -1233978 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -1233996.375000 Penalty: 4556.533691
	Iteration 65Q: 3 clusters Score -1233996 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -1234011.500000 Penalty: 4556.533691
	Iteration 66Q: 3 clusters Score -1234012 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -1234028.375000 Penalty: 4556.533691
	Iteration 67Q: 3 clusters Score -1234028 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -1234040.250000 Penalty: 4556.533691
	Iteration 68Q: 3 clusters Score -1234040 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -1234054.125000 Penalty: 4556.533691
	Iteration 69Q: 3 clusters Score -1234054 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -1234067.125000 Penalty: 4556.533691
	Iteration 70Q: 3 clusters Score -1234067 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -1234083.875000 Penalty: 4556.533691
	Iteration 71Q: 3 clusters Score -1234084 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -1234098.125000 Penalty: 4556.533691
	Iteration 72Q: 3 clusters Score -1234098 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -1234105.625000 Penalty: 4556.533691
	Iteration 73Q: 3 clusters Score -1234106 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -1234112.500000 Penalty: 4556.533691
	Iteration 74Q: 3 clusters Score -1234112 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -1234123.000000 Penalty: 4556.533691
	Iteration 75Q: 3 clusters Score -1234123 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -1234130.375000 Penalty: 4556.533691
	Iteration 76Q: 3 clusters Score -1234130 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -1234135.625000 Penalty: 4556.533691
	Iteration 77Q: 3 clusters Score -1234136 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -1234136.875000 Penalty: 4556.533691
	Iteration 78Q: 3 clusters Score -1234137 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -1234142.375000 Penalty: 4556.533691
	Iteration 79Q: 3 clusters Score -1234142 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -1234147.500000 Penalty: 4556.533691
	Iteration 80F: 3 clusters Score -1234148 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -1234150.500000 Penalty: 4556.533691
	Iteration 81Q: 3 clusters Score -1234150 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -1234153.125000 Penalty: 4556.533691
	Iteration 82Q: 3 clusters Score -1234153 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -1234157.500000 Penalty: 4556.533691
	Iteration 83Q: 3 clusters Score -1234158 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -1234157.750000 Penalty: 4556.533691
	Iteration 84Q: 3 clusters Score -1234158 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -1234162.000000 Penalty: 4556.533691
	Iteration 85Q: 3 clusters Score -1234162 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -1234164.125000 Penalty: 4556.533691
	Iteration 86Q: 3 clusters Score -1234164 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -1234167.125000 Penalty: 4556.533691
	Iteration 87Q: 3 clusters Score -1234167 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -1234169.750000 Penalty: 4556.533691
	Iteration 88Q: 3 clusters Score -1234170 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -1234171.750000 Penalty: 4556.533691
	Iteration 89Q: 3 clusters Score -1234172 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -1234170.000000 Penalty: 4556.533691
	Iteration 90Q: 3 clusters Score -1234170 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -1234171.500000 Penalty: 4556.533691
	Iteration 91Q: 3 clusters Score -1234172 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -1234175.875000 Penalty: 4556.533691
	Iteration 92Q: 3 clusters Score -1234176 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -1234176.375000 Penalty: 4556.533691
	Iteration 93Q: 3 clusters Score -1234176 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -1234177.250000 Penalty: 4556.533691
	Iteration 94Q: 3 clusters Score -1234177 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -1234175.625000 Penalty: 4556.533691
	Iteration 95Q: 3 clusters Score -1234176 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -1234174.375000 Penalty: 4556.533691
	Iteration 96Q: 3 clusters Score -1234174 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -1234178.625000 Penalty: 4556.533691
	Iteration 97Q: 3 clusters Score -1234179 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -1234180.500000 Penalty: 4556.533691
	Iteration 98Q: 3 clusters Score -1234180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -1234178.875000 Penalty: 4556.533691
	Iteration 99Q: 3 clusters Score -1234179 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -1234179.750000 Penalty: 4556.533691
	Iteration 100F: 3 clusters Score -1234180 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (8382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Entering Unmasked Estep 
Score: -1054267.375000 Penalty: 2240.392822
	Iteration 0F: 2 clusters Score -1054267 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -1047646.437500 Penalty: 4480.785645
	Iteration 0F: 3 clusters Score -1047646 nChanged 3415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -1049495.500000 Penalty: 4480.785645
	Iteration 1F: 3 clusters Score -1049496 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -1049772.250000 Penalty: 4480.785645
	Iteration 2F: 3 clusters Score -1049772 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -1049952.750000 Penalty: 4480.785645
	Iteration 3Q: 3 clusters Score -1049953 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -1050093.625000 Penalty: 4480.785645
	Iteration 4Q: 3 clusters Score -1050094 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -1050227.875000 Penalty: 4480.785645
	Iteration 5Q: 3 clusters Score -1050228 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -1050372.000000 Penalty: 4480.785645
	Iteration 6Q: 3 clusters Score -1050372 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -1050510.625000 Penalty: 4480.785645
	Iteration 7Q: 3 clusters Score -1050511 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -1050630.250000 Penalty: 4480.785645
	Iteration 8Q: 3 clusters Score -1050630 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -1050732.625000 Penalty: 4480.785645
	Iteration 9Q: 3 clusters Score -1050733 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -1050831.875000 Penalty: 4480.785645
	Iteration 10Q: 3 clusters Score -1050832 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -1050934.875000 Penalty: 4480.785645
	Iteration 11Q: 3 clusters Score -1050935 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -1051026.750000 Penalty: 4480.785645
	Iteration 12Q: 3 clusters Score -1051027 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -1051114.625000 Penalty: 4480.785645
	Iteration 13Q: 3 clusters Score -1051115 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -1051204.875000 Penalty: 4480.785645
	Iteration 14Q: 3 clusters Score -1051205 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -1051304.875000 Penalty: 4480.785645
	Iteration 15Q: 3 clusters Score -1051305 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -1051393.500000 Penalty: 4480.785645
	Iteration 16Q: 3 clusters Score -1051394 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -1051475.500000 Penalty: 4480.785645
	Iteration 17Q: 3 clusters Score -1051476 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -1051549.625000 Penalty: 4480.785645
	Iteration 18Q: 3 clusters Score -1051550 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -1051619.250000 Penalty: 4480.785645
	Iteration 19Q: 3 clusters Score -1051619 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -1051672.500000 Penalty: 4480.785645
	Iteration 20F: 3 clusters Score -1051672 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -1051704.750000 Penalty: 4480.785645
	Iteration 21Q: 3 clusters Score -1051705 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -1051730.625000 Penalty: 4480.785645
	Iteration 22Q: 3 clusters Score -1051731 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -1051761.625000 Penalty: 4480.785645
	Iteration 23Q: 3 clusters Score -1051762 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -1051781.625000 Penalty: 4480.785645
	Iteration 24Q: 3 clusters Score -1051782 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -1051800.875000 Penalty: 4480.785645
	Iteration 25Q: 3 clusters Score -1051801 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -1051818.250000 Penalty: 4480.785645
	Iteration 26Q: 3 clusters Score -1051818 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -1051835.250000 Penalty: 4480.785645
	Iteration 27Q: 3 clusters Score -1051835 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -1051854.375000 Penalty: 4480.785645
	Iteration 28Q: 3 clusters Score -1051854 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -1051870.250000 Penalty: 4480.785645
	Iteration 29Q: 3 clusters Score -1051870 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -1051881.375000 Penalty: 4480.785645
	Iteration 30Q: 3 clusters Score -1051881 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -1051899.875000 Penalty: 4480.785645
	Iteration 31Q: 3 clusters Score -1051900 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -1051920.250000 Penalty: 4480.785645
	Iteration 32Q: 3 clusters Score -1051920 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -1051936.375000 Penalty: 4480.785645
	Iteration 33Q: 3 clusters Score -1051936 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -1051951.375000 Penalty: 4480.785645
	Iteration 34Q: 3 clusters Score -1051951 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -1051978.375000 Penalty: 4480.785645
	Iteration 35Q: 3 clusters Score -1051978 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -1052017.625000 Penalty: 4480.785645
	Iteration 36Q: 3 clusters Score -1052018 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -1052091.625000 Penalty: 4480.785645
	Iteration 37Q: 3 clusters Score -1052092 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -1052227.625000 Penalty: 4480.785645
	Iteration 38Q: 3 clusters Score -1052228 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -1052410.375000 Penalty: 4480.785645
	Iteration 39Q: 3 clusters Score -1052410 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -1052543.500000 Penalty: 4480.785645
	Iteration 40F: 3 clusters Score -1052544 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -1052610.625000 Penalty: 4480.785645
	Iteration 41Q: 3 clusters Score -1052611 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -1052630.000000 Penalty: 4480.785645
	Iteration 42Q: 3 clusters Score -1052630 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -1052645.250000 Penalty: 4480.785645
	Iteration 43Q: 3 clusters Score -1052645 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -1052653.125000 Penalty: 4480.785645
	Iteration 44Q: 3 clusters Score -1052653 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -1052657.750000 Penalty: 4480.785645
	Iteration 45Q: 3 clusters Score -1052658 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -1052656.000000 Penalty: 4480.785645
	Iteration 46Q: 3 clusters Score -1052656 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -1052660.125000 Penalty: 4480.785645
	Iteration 47Q: 3 clusters Score -1052660 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -1052661.750000 Penalty: 4480.785645
	Iteration 48Q: 3 clusters Score -1052662 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -1052666.125000 Penalty: 4480.785645
	Iteration 49Q: 3 clusters Score -1052666 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -1052667.750000 Penalty: 4480.785645
	Iteration 50Q: 3 clusters Score -1052668 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -1052669.375000 Penalty: 4480.785645
	Iteration 51Q: 3 clusters Score -1052669 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -1052670.125000 Penalty: 4480.785645
	Iteration 52Q: 3 clusters Score -1052670 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -1052669.750000 Penalty: 4480.785645
	Iteration 53Q: 3 clusters Score -1052670 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -1052672.375000 Penalty: 4480.785645
	Iteration 54Q: 3 clusters Score -1052672 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -1052672.500000 Penalty: 4480.785645
	Iteration 55Q: 3 clusters Score -1052672 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -1052674.375000 Penalty: 4480.785645
	Iteration 56Q: 3 clusters Score -1052674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -1052677.250000 Penalty: 4480.785645
	Iteration 57Q: 3 clusters Score -1052677 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -1052675.500000 Penalty: 4480.785645
	Iteration 58Q: 3 clusters Score -1052676 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -1052678.000000 Penalty: 4480.785645
	Iteration 59Q: 3 clusters Score -1052678 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -1052680.875000 Penalty: 4480.785645
	Iteration 60F: 3 clusters Score -1052681 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -1052682.625000 Penalty: 4480.785645
	Iteration 61Q: 3 clusters Score -1052683 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -1052683.000000 Penalty: 4480.785645
	Iteration 62Q: 3 clusters Score -1052683 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -1052687.875000 Penalty: 4480.785645
	Iteration 63Q: 3 clusters Score -1052688 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -1052687.875000 Penalty: 4480.785645
	Iteration 64Q: 3 clusters Score -1052688 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -1052686.875000 Penalty: 4480.785645
	Iteration 65Q: 3 clusters Score -1052687 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -1052686.875000 Penalty: 4480.785645
	Iteration 66F: 3 clusters Score -1052687 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (163150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163150 members 
Entering Unmasked Estep 
Score: -20913684.000000 Penalty: 2976.601562
	Iteration 0F: 2 clusters Score -2.091368e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81642 members 
Mstep: Class 2 contains 81508 members 
Entering Unmasked Estep 
Score: -20804280.000000 Penalty: 5953.203125
	Iteration 0F: 3 clusters Score -2.080428e+07 nChanged 78353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81571 members 
Mstep: Class 2 contains 81579 members 
Entering Unmasked Estep 
Score: -20849408.000000 Penalty: 5953.203125
	Iteration 1F: 3 clusters Score -2.084941e+07 nChanged 4584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81963 members 
Mstep: Class 2 contains 81187 members 
Entering Unmasked Estep 
Score: -20850342.000000 Penalty: 5953.203125
	Iteration 2Q: 3 clusters Score -2.085034e+07 nChanged 4955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82764 members 
Mstep: Class 2 contains 80386 members 
Entering Unmasked Estep 
Score: -20851486.000000 Penalty: 5953.203125
	Iteration 3Q: 3 clusters Score -2.085149e+07 nChanged 5529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84183 members 
Mstep: Class 2 contains 78967 members 
Entering Unmasked Estep 
Score: -20853298.000000 Penalty: 5953.203125
	Iteration 4Q: 3 clusters Score -2.08533e+07 nChanged 6421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86186 members 
Mstep: Class 2 contains 76964 members 
Entering Unmasked Estep 
Score: -20855656.000000 Penalty: 5953.203125
	Iteration 5Q: 3 clusters Score -2.085566e+07 nChanged 7409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89073 members 
Mstep: Class 2 contains 74077 members 
Entering Unmasked Estep 
Score: -20858730.000000 Penalty: 5953.203125
	Iteration 6Q: 3 clusters Score -2.085873e+07 nChanged 8251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92710 members 
Mstep: Class 2 contains 70440 members 
Entering Unmasked Estep 
Score: -20862300.000000 Penalty: 5953.203125
	Iteration 7F: 3 clusters Score -2.08623e+07 nChanged 8608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96820 members 
Mstep: Class 2 contains 66330 members 
Entering Unmasked Estep 
Score: -20866494.000000 Penalty: 5953.203125
	Iteration 8F: 3 clusters Score -2.086649e+07 nChanged 8465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100951 members 
Mstep: Class 2 contains 62199 members 
Entering Unmasked Estep 
Score: -20870902.000000 Penalty: 5953.203125
	Iteration 9F: 3 clusters Score -2.08709e+07 nChanged 8094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104993 members 
Mstep: Class 2 contains 58157 members 
Entering Unmasked Estep 
Score: -20875494.000000 Penalty: 5953.203125
	Iteration 10Q: 3 clusters Score -2.087549e+07 nChanged 7436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108505 members 
Mstep: Class 2 contains 54645 members 
Entering Unmasked Estep 
Score: -20880178.000000 Penalty: 5953.203125
	Iteration 11Q: 3 clusters Score -2.088018e+07 nChanged 6898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111423 members 
Mstep: Class 2 contains 51727 members 
Entering Unmasked Estep 
Score: -20884350.000000 Penalty: 5953.203125
	Iteration 12Q: 3 clusters Score -2.088435e+07 nChanged 5729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113776 members 
Mstep: Class 2 contains 49374 members 
Entering Unmasked Estep 
Score: -20887038.000000 Penalty: 5953.203125
	Iteration 13Q: 3 clusters Score -2.088704e+07 nChanged 4066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115976 members 
Mstep: Class 2 contains 47174 members 
Entering Unmasked Estep 
Score: -20888588.000000 Penalty: 5953.203125
	Iteration 14Q: 3 clusters Score -2.088859e+07 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118293 members 
Mstep: Class 2 contains 44857 members 
Entering Unmasked Estep 
Score: -20889454.000000 Penalty: 5953.203125
	Iteration 15Q: 3 clusters Score -2.088945e+07 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120657 members 
Mstep: Class 2 contains 42493 members 
Entering Unmasked Estep 
Score: -20890280.000000 Penalty: 5953.203125
	Iteration 16Q: 3 clusters Score -2.089028e+07 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123139 members 
Mstep: Class 2 contains 40011 members 
Entering Unmasked Estep 
Score: -20891094.000000 Penalty: 5953.203125
	Iteration 17Q: 3 clusters Score -2.089109e+07 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125675 members 
Mstep: Class 2 contains 37475 members 
Entering Unmasked Estep 
Score: -20891838.000000 Penalty: 5953.203125
	Iteration 18Q: 3 clusters Score -2.089184e+07 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128393 members 
Mstep: Class 2 contains 34757 members 
Entering Unmasked Estep 
Score: -20892896.000000 Penalty: 5953.203125
	Iteration 19Q: 3 clusters Score -2.08929e+07 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131139 members 
Mstep: Class 2 contains 32011 members 
Entering Unmasked Estep 
Score: -20894002.000000 Penalty: 5953.203125
	Iteration 20F: 3 clusters Score -2.0894e+07 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133986 members 
Mstep: Class 2 contains 29164 members 
Entering Unmasked Estep 
Score: -20895148.000000 Penalty: 5953.203125
	Iteration 21Q: 3 clusters Score -2.089515e+07 nChanged 2865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136851 members 
Mstep: Class 2 contains 26299 members 
Entering Unmasked Estep 
Score: -20896424.000000 Penalty: 5953.203125
	Iteration 22Q: 3 clusters Score -2.089642e+07 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139711 members 
Mstep: Class 2 contains 23439 members 
Entering Unmasked Estep 
Score: -20897734.000000 Penalty: 5953.203125
	Iteration 23Q: 3 clusters Score -2.089773e+07 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142540 members 
Mstep: Class 2 contains 20610 members 
Entering Unmasked Estep 
Score: -20899086.000000 Penalty: 5953.203125
	Iteration 24Q: 3 clusters Score -2.089909e+07 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145368 members 
Mstep: Class 2 contains 17782 members 
Entering Unmasked Estep 
Score: -20900558.000000 Penalty: 5953.203125
	Iteration 25Q: 3 clusters Score -2.090056e+07 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148021 members 
Mstep: Class 2 contains 15129 members 
Entering Unmasked Estep 
Score: -20902116.000000 Penalty: 5953.203125
	Iteration 26Q: 3 clusters Score -2.090212e+07 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150492 members 
Mstep: Class 2 contains 12658 members 
Entering Unmasked Estep 
Score: -20903682.000000 Penalty: 5953.203125
	Iteration 27Q: 3 clusters Score -2.090368e+07 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152755 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -20905094.000000 Penalty: 5953.203125
	Iteration 28Q: 3 clusters Score -2.090509e+07 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154747 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -20906380.000000 Penalty: 5953.203125
	Iteration 29Q: 3 clusters Score -2.090638e+07 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156448 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -20907508.000000 Penalty: 5953.203125
	Iteration 30Q: 3 clusters Score -2.090751e+07 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157832 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -20908338.000000 Penalty: 5953.203125
	Iteration 31Q: 3 clusters Score -2.090834e+07 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158949 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -20909076.000000 Penalty: 5953.203125
	Iteration 32Q: 3 clusters Score -2.090908e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159813 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -20909632.000000 Penalty: 5953.203125
	Iteration 33Q: 3 clusters Score -2.090963e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160430 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -20910012.000000 Penalty: 5953.203125
	Iteration 34Q: 3 clusters Score -2.091001e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160894 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -20910370.000000 Penalty: 5953.203125
	Iteration 35Q: 3 clusters Score -2.091037e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161250 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -20910512.000000 Penalty: 5953.203125
	Iteration 36Q: 3 clusters Score -2.091051e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161498 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -20910662.000000 Penalty: 5953.203125
	Iteration 37Q: 3 clusters Score -2.091066e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161652 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -20910790.000000 Penalty: 5953.203125
	Iteration 38Q: 3 clusters Score -2.091079e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161762 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -20910920.000000 Penalty: 5953.203125
	Iteration 39Q: 3 clusters Score -2.091092e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161842 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -20910972.000000 Penalty: 5953.203125
	Iteration 40F: 3 clusters Score -2.091097e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161917 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -20911032.000000 Penalty: 5953.203125
	Iteration 41Q: 3 clusters Score -2.091103e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161965 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -20911050.000000 Penalty: 5953.203125
	Iteration 42Q: 3 clusters Score -2.091105e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162000 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -20911078.000000 Penalty: 5953.203125
	Iteration 43Q: 3 clusters Score -2.091108e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162028 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -20911106.000000 Penalty: 5953.203125
	Iteration 44Q: 3 clusters Score -2.091111e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162048 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -20911128.000000 Penalty: 5953.203125
	Iteration 45Q: 3 clusters Score -2.091113e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162063 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -20911118.000000 Penalty: 5953.203125
	Iteration 46Q: 3 clusters Score -2.091112e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162073 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -20911130.000000 Penalty: 5953.203125
	Iteration 47Q: 3 clusters Score -2.091113e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162073 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -20911150.000000 Penalty: 5953.203125
	Iteration 48Q: 3 clusters Score -2.091115e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162081 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -20911146.000000 Penalty: 5953.203125
	Iteration 49Q: 3 clusters Score -2.091115e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162086 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -20911154.000000 Penalty: 5953.203125
	Iteration 50Q: 3 clusters Score -2.091115e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162097 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -20911160.000000 Penalty: 5953.203125
	Iteration 51Q: 3 clusters Score -2.091116e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162104 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -20911156.000000 Penalty: 5953.203125
	Iteration 52Q: 3 clusters Score -2.091116e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162111 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -20911162.000000 Penalty: 5953.203125
	Iteration 53Q: 3 clusters Score -2.091116e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162119 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -20911150.000000 Penalty: 5953.203125
	Iteration 54Q: 3 clusters Score -2.091115e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162126 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -20911154.000000 Penalty: 5953.203125
	Iteration 55Q: 3 clusters Score -2.091115e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162130 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -20911150.000000 Penalty: 5953.203125
	Iteration 56Q: 3 clusters Score -2.091115e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162134 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -20911154.000000 Penalty: 5953.203125
	Iteration 57Q: 3 clusters Score -2.091115e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162135 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -20911156.000000 Penalty: 5953.203125
	Iteration 58Q: 3 clusters Score -2.091116e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162139 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -20911160.000000 Penalty: 5953.203125
	Iteration 59Q: 3 clusters Score -2.091116e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162141 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -20911160.000000 Penalty: 5953.203125
	Iteration 60F: 3 clusters Score -2.091116e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162144 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -20911166.000000 Penalty: 5953.203125
	Iteration 61Q: 3 clusters Score -2.091117e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162147 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -20911176.000000 Penalty: 5953.203125
	Iteration 62Q: 3 clusters Score -2.091118e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162149 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -20911176.000000 Penalty: 5953.203125
	Iteration 63Q: 3 clusters Score -2.091118e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162149 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -20911176.000000 Penalty: 5953.203125
	Iteration 64F: 3 clusters Score -2.091118e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (41548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41548 members 
Entering Unmasked Estep 
Score: -5246111.500000 Penalty: 2637.381836
	Iteration 0F: 2 clusters Score -5246112 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20819 members 
Mstep: Class 2 contains 20729 members 
Entering Unmasked Estep 
Score: -5217987.000000 Penalty: 5274.763672
	Iteration 0F: 3 clusters Score -5217987 nChanged 19035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21070 members 
Mstep: Class 2 contains 20478 members 
Entering Unmasked Estep 
Score: -5228306.000000 Penalty: 5274.763672
	Iteration 1F: 3 clusters Score -5228306 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21225 members 
Mstep: Class 2 contains 20323 members 
Entering Unmasked Estep 
Score: -5228731.000000 Penalty: 5274.763672
	Iteration 2Q: 3 clusters Score -5228731 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21442 members 
Mstep: Class 2 contains 20106 members 
Entering Unmasked Estep 
Score: -5229122.000000 Penalty: 5274.763672
	Iteration 3Q: 3 clusters Score -5229122 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21694 members 
Mstep: Class 2 contains 19854 members 
Entering Unmasked Estep 
Score: -5229547.500000 Penalty: 5274.763672
	Iteration 4Q: 3 clusters Score -5229548 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21984 members 
Mstep: Class 2 contains 19564 members 
Entering Unmasked Estep 
Score: -5230064.000000 Penalty: 5274.763672
	Iteration 5Q: 3 clusters Score -5230064 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22346 members 
Mstep: Class 2 contains 19202 members 
Entering Unmasked Estep 
Score: -5230680.500000 Penalty: 5274.763672
	Iteration 6Q: 3 clusters Score -5230680 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22779 members 
Mstep: Class 2 contains 18769 members 
Entering Unmasked Estep 
Score: -5231474.500000 Penalty: 5274.763672
	Iteration 7Q: 3 clusters Score -5231474 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23304 members 
Mstep: Class 2 contains 18244 members 
Entering Unmasked Estep 
Score: -5232634.500000 Penalty: 5274.763672
	Iteration 8Q: 3 clusters Score -5232634 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23920 members 
Mstep: Class 2 contains 17628 members 
Entering Unmasked Estep 
Score: -5234139.500000 Penalty: 5274.763672
	Iteration 9F: 3 clusters Score -5234140 nChanged 2338
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24424 members 
Mstep: Class 2 contains 17124 members 
Entering Unmasked Estep 
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	Iteration 10F: 3 clusters Score -5235730 nChanged 2279
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24801 members 
Mstep: Class 2 contains 16747 members 
Entering Unmasked Estep 
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	Iteration 11F: 3 clusters Score -5237018 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25049 members 
Mstep: Class 2 contains 16499 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -5238080 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25256 members 
Mstep: Class 2 contains 16292 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -5238786 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25397 members 
Mstep: Class 2 contains 16151 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -5239227 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25487 members 
Mstep: Class 2 contains 16061 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -5239489 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25551 members 
Mstep: Class 2 contains 15997 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -5239639 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25583 members 
Mstep: Class 2 contains 15965 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -5239786 nChanged 460
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25561 members 
Mstep: Class 2 contains 15987 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -5239876 nChanged 434
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25481 members 
Mstep: Class 2 contains 16067 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -5239958 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25352 members 
Mstep: Class 2 contains 16196 members 
Entering Unmasked Estep 
Score: -5240020.500000 Penalty: 5274.763672
	Iteration 20F: 3 clusters Score -5240020 nChanged 344
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25224 members 
Mstep: Class 2 contains 16324 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -5240088 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25056 members 
Mstep: Class 2 contains 16492 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -5240162 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24879 members 
Mstep: Class 2 contains 16669 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -5240200 nChanged 302
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24677 members 
Mstep: Class 2 contains 16871 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -5240247 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24458 members 
Mstep: Class 2 contains 17090 members 
Entering Unmasked Estep 
Score: -5240305.500000 Penalty: 5274.763672
	Iteration 25Q: 3 clusters Score -5240306 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24242 members 
Mstep: Class 2 contains 17306 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -5240378 nChanged 286
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24022 members 
Mstep: Class 2 contains 17526 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -5240421 nChanged 287
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Mstep: Class 1 contains 23789 members 
Mstep: Class 2 contains 17759 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -5240475 nChanged 277
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23570 members 
Mstep: Class 2 contains 17978 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -5240521 nChanged 248
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23368 members 
Mstep: Class 2 contains 18180 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -5240570 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23147 members 
Mstep: Class 2 contains 18401 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -5240608 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22918 members 
Mstep: Class 2 contains 18630 members 
Entering Unmasked Estep 
Score: -5240642.000000 Penalty: 5274.763672
	Iteration 32Q: 3 clusters Score -5240642 nChanged 282
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22686 members 
Mstep: Class 2 contains 18862 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -5240690 nChanged 305
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22435 members 
Mstep: Class 2 contains 19113 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -5240748 nChanged 273
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22206 members 
Mstep: Class 2 contains 19342 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -5240793 nChanged 278
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Mstep: Class 1 contains 21966 members 
Mstep: Class 2 contains 19582 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -5240836 nChanged 252
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Mstep: Class 1 contains 21744 members 
Mstep: Class 2 contains 19804 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -5240852 nChanged 246
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Mstep: Class 1 contains 21542 members 
Mstep: Class 2 contains 20006 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -5240899 nChanged 233
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Mstep: Class 1 contains 21341 members 
Mstep: Class 2 contains 20207 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -5240926 nChanged 199
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Mstep: Class 1 contains 21172 members 
Mstep: Class 2 contains 20376 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -5240944 nChanged 185
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Mstep: Class 1 contains 21013 members 
Mstep: Class 2 contains 20535 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -5240966 nChanged 178
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Mstep: Class 1 contains 20857 members 
Mstep: Class 2 contains 20691 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -5240994 nChanged 193
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Mstep: Class 1 contains 20686 members 
Mstep: Class 2 contains 20862 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -5241036 nChanged 202
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Mstep: Class 1 contains 20514 members 
Mstep: Class 2 contains 21034 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -5241050 nChanged 177
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Mstep: Class 1 contains 20357 members 
Mstep: Class 2 contains 21191 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -5241060 nChanged 162
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20217 members 
Mstep: Class 2 contains 21331 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -5241088 nChanged 158
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Mstep: Class 1 contains 20077 members 
Mstep: Class 2 contains 21471 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -5241096 nChanged 150
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19947 members 
Mstep: Class 2 contains 21601 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -5241108 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19791 members 
Mstep: Class 2 contains 21757 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -5241127 nChanged 161
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19640 members 
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Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -5241138 nChanged 150
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19500 members 
Mstep: Class 2 contains 22048 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -5241156 nChanged 155
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Mstep: Class 1 contains 19353 members 
Mstep: Class 2 contains 22195 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -5241178 nChanged 155
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19206 members 
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Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -5241196 nChanged 148
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19064 members 
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Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -5241210 nChanged 141
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18925 members 
Mstep: Class 2 contains 22623 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -5241228 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18775 members 
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Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -5241230 nChanged 154
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Mstep: Class 1 contains 18623 members 
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Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -5241256 nChanged 147
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Mstep: Class 1 contains 18480 members 
Mstep: Class 2 contains 23068 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -5241273 nChanged 147
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Mstep: Class 1 contains 18335 members 
Mstep: Class 2 contains 23213 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -5241289 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18186 members 
Mstep: Class 2 contains 23362 members 
Entering Unmasked Estep 
Score: -5241307.500000 Penalty: 5274.763672
	Iteration 60F: 3 clusters Score -5241308 nChanged 143
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18049 members 
Mstep: Class 2 contains 23499 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -5241311 nChanged 132
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17917 members 
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Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -5241326 nChanged 161
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Mstep: Class 1 contains 17758 members 
Mstep: Class 2 contains 23790 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -5241362 nChanged 166
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Mstep: Class 1 contains 17598 members 
Mstep: Class 2 contains 23950 members 
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	Iteration 64Q: 3 clusters Score -5241396 nChanged 187
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Mstep: Class 1 contains 17417 members 
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Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -5241422 nChanged 196
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17233 members 
Mstep: Class 2 contains 24315 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -5241434 nChanged 229
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Mstep: Class 1 contains 17016 members 
Mstep: Class 2 contains 24532 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -5241491 nChanged 247
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Mstep: Class 1 contains 16771 members 
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Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -5241554 nChanged 292
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Mstep: Class 1 contains 16493 members 
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	Iteration 69Q: 3 clusters Score -5241587 nChanged 314
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Mstep: Class 1 contains 16197 members 
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Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -5241661 nChanged 331
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Mstep: Class 1 contains 15882 members 
Mstep: Class 2 contains 25666 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -5241719 nChanged 362
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Mstep: Class 1 contains 15528 members 
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Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -5241838 nChanged 380
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Mstep: Class 1 contains 15152 members 
Mstep: Class 2 contains 26396 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -5241924 nChanged 378
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Mstep: Class 1 contains 14788 members 
Mstep: Class 2 contains 26760 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -5242026 nChanged 376
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Mstep: Class 1 contains 14430 members 
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Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -5242154 nChanged 390
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Mstep: Class 1 contains 14050 members 
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Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -5242239 nChanged 431
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Mstep: Class 1 contains 13637 members 
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	Iteration 77Q: 3 clusters Score -5242396 nChanged 426
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Mstep: Class 1 contains 13227 members 
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Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -5242588 nChanged 445
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Mstep: Class 1 contains 12802 members 
Mstep: Class 2 contains 28746 members 
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	Iteration 79Q: 3 clusters Score -5242740 nChanged 439
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Mstep: Class 1 contains 12409 members 
Mstep: Class 2 contains 29139 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -5242938 nChanged 426
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Mstep: Class 1 contains 12023 members 
Mstep: Class 2 contains 29525 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -5243077 nChanged 371
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Mstep: Class 1 contains 11686 members 
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Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -5243224 nChanged 333
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Mstep: Class 1 contains 11379 members 
Mstep: Class 2 contains 30169 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -5243315 nChanged 355
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	Iteration 84Q: 3 clusters Score -5243427 nChanged 302
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	Iteration 85Q: 3 clusters Score -5243513 nChanged 270
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Mstep: Class 1 contains 10510 members 
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Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -5243572 nChanged 238
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -5243644 nChanged 200
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Mstep: Class 2 contains 31452 members 
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	Iteration 88Q: 3 clusters Score -5243690 nChanged 188
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Mstep: Class 1 contains 9920 members 
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -5243722 nChanged 181
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Mstep: Class 1 contains 9745 members 
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Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -5243752 nChanged 185
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Mstep: Class 1 contains 9566 members 
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -5243806 nChanged 197
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Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 32177 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -5243872 nChanged 172
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Mstep: Class 1 contains 9203 members 
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -5243892 nChanged 148
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Mstep: Class 1 contains 9069 members 
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -5243918 nChanged 139
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Mstep: Class 1 contains 8942 members 
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -5243959 nChanged 133
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	Iteration 96Q: 3 clusters Score -5243988 nChanged 117
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Mstep: Class 1 contains 8694 members 
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	Iteration 97Q: 3 clusters Score -5244006 nChanged 99
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -5244028 nChanged 87
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Mstep: Class 1 contains 8518 members 
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -5244040 nChanged 98
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Mstep: Class 1 contains 8422 members 
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Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -5244049 nChanged 86
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Mstep: Class 1 contains 8344 members 
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -5244064 nChanged 67
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Mstep: Class 1 contains 8283 members 
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Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -5244071 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 33327 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -5244084 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 33388 members 
Entering Unmasked Estep 
Score: -5244089.500000 Penalty: 5274.763672
	Iteration 104Q: 3 clusters Score -5244090 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 33441 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -5244087 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 33490 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -5244088 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 33534 members 
Entering Unmasked Estep 
Score: -5244100.500000 Penalty: 5274.763672
	Iteration 107Q: 3 clusters Score -5244100 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 33575 members 
Entering Unmasked Estep 
Score: -5244092.500000 Penalty: 5274.763672
	Iteration 108Q: 3 clusters Score -5244092 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 33612 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -5244105 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 33645 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -5244110 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 33679 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -5244116 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 33703 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -5244114 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 33728 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -5244116 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 33749 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -5244112 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 33768 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -5244116 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 33786 members 
Entering Unmasked Estep 
Score: -5244112.500000 Penalty: 5274.763672
	Iteration 116Q: 3 clusters Score -5244112 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 33802 members 
Entering Unmasked Estep 
Score: -5244107.500000 Penalty: 5274.763672
	Iteration 117Q: 3 clusters Score -5244108 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 33824 members 
Entering Unmasked Estep 
Score: -5244112.500000 Penalty: 5274.763672
	Iteration 118Q: 3 clusters Score -5244112 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 33847 members 
Entering Unmasked Estep 
Score: -5244111.500000 Penalty: 5274.763672
	Iteration 119Q: 3 clusters Score -5244112 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 33870 members 
Entering Unmasked Estep 
Score: -5244115.000000 Penalty: 5274.763672
	Iteration 120F: 3 clusters Score -5244115 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 33891 members 
Entering Unmasked Estep 
Score: -5244116.500000 Penalty: 5274.763672
	Iteration 121Q: 3 clusters Score -5244116 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 33912 members 
Entering Unmasked Estep 
Score: -5244111.500000 Penalty: 5274.763672
	Iteration 122Q: 3 clusters Score -5244112 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 33936 members 
Entering Unmasked Estep 
Score: -5244125.000000 Penalty: 5274.763672
	Iteration 123Q: 3 clusters Score -5244125 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 33962 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -5244115 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 33993 members 
Entering Unmasked Estep 
Score: -5244110.000000 Penalty: 5274.763672
	Iteration 125Q: 3 clusters Score -5244110 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 34021 members 
Entering Unmasked Estep 
Score: -5244109.500000 Penalty: 5274.763672
	Iteration 126Q: 3 clusters Score -5244110 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 34051 members 
Entering Unmasked Estep 
Score: -5244114.500000 Penalty: 5274.763672
	Iteration 127Q: 3 clusters Score -5244114 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 34075 members 
Entering Unmasked Estep 
Score: -5244111.000000 Penalty: 5274.763672
	Iteration 128Q: 3 clusters Score -5244111 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 34091 members 
Entering Unmasked Estep 
Score: -5244106.500000 Penalty: 5274.763672
	Iteration 129Q: 3 clusters Score -5244106 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 34101 members 
Entering Unmasked Estep 
Score: -5244108.500000 Penalty: 5274.763672
	Iteration 130Q: 3 clusters Score -5244108 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 34109 members 
Entering Unmasked Estep 
Score: -5244115.000000 Penalty: 5274.763672
	Iteration 131Q: 3 clusters Score -5244115 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 34115 members 
Entering Unmasked Estep 
Score: -5244113.000000 Penalty: 5274.763672
	Iteration 132Q: 3 clusters Score -5244113 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 34121 members 
Entering Unmasked Estep 
Score: -5244109.000000 Penalty: 5274.763672
	Iteration 133Q: 3 clusters Score -5244109 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 34127 members 
Entering Unmasked Estep 
Score: -5244117.000000 Penalty: 5274.763672
	Iteration 134Q: 3 clusters Score -5244117 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 34136 members 
Entering Unmasked Estep 
Score: -5244109.500000 Penalty: 5274.763672
	Iteration 135Q: 3 clusters Score -5244110 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 34144 members 
Entering Unmasked Estep 
Score: -5244117.500000 Penalty: 5274.763672
	Iteration 136Q: 3 clusters Score -5244118 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 34152 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -5244114 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 34156 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -5244116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 34158 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -5244114 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 34159 members 
Entering Unmasked Estep 
Score: -5244114.500000 Penalty: 5274.763672
	Iteration 140F: 3 clusters Score -5244114 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 34160 members 
Entering Unmasked Estep 
Score: -5244115.500000 Penalty: 5274.763672
	Iteration 141Q: 3 clusters Score -5244116 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 34165 members 
Entering Unmasked Estep 
Score: -5244119.000000 Penalty: 5274.763672
	Iteration 142Q: 3 clusters Score -5244119 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 34171 members 
Entering Unmasked Estep 
Score: -5244118.000000 Penalty: 5274.763672
	Iteration 143Q: 3 clusters Score -5244118 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 34176 members 
Entering Unmasked Estep 
Score: -5244112.000000 Penalty: 5274.763672
	Iteration 144Q: 3 clusters Score -5244112 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 34179 members 
Entering Unmasked Estep 
Score: -5244122.500000 Penalty: 5274.763672
	Iteration 145Q: 3 clusters Score -5244122 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 34184 members 
Entering Unmasked Estep 
Score: -5244114.500000 Penalty: 5274.763672
	Iteration 146Q: 3 clusters Score -5244114 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 34189 members 
Entering Unmasked Estep 
Score: -5244121.000000 Penalty: 5274.763672
	Iteration 147Q: 3 clusters Score -5244121 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 34193 members 
Entering Unmasked Estep 
Score: -5244124.500000 Penalty: 5274.763672
	Iteration 148Q: 3 clusters Score -5244124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 34195 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -5244124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 34197 members 
Entering Unmasked Estep 
Score: -5244119.500000 Penalty: 5274.763672
	Iteration 150Q: 3 clusters Score -5244120 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 34201 members 
Entering Unmasked Estep 
Score: -5244114.500000 Penalty: 5274.763672
	Iteration 151Q: 3 clusters Score -5244114 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 34205 members 
Entering Unmasked Estep 
Score: -5244118.500000 Penalty: 5274.763672
	Iteration 152Q: 3 clusters Score -5244118 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 34212 members 
Entering Unmasked Estep 
Score: -5244119.500000 Penalty: 5274.763672
	Iteration 153Q: 3 clusters Score -5244120 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 34220 members 
Entering Unmasked Estep 
Score: -5244127.500000 Penalty: 5274.763672
	Iteration 154Q: 3 clusters Score -5244128 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 34231 members 
Entering Unmasked Estep 
Score: -5244129.000000 Penalty: 5274.763672
	Iteration 155Q: 3 clusters Score -5244129 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 34240 members 
Entering Unmasked Estep 
Score: -5244133.000000 Penalty: 5274.763672
	Iteration 156Q: 3 clusters Score -5244133 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 34249 members 
Entering Unmasked Estep 
Score: -5244138.000000 Penalty: 5274.763672
	Iteration 157Q: 3 clusters Score -5244138 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 34258 members 
Entering Unmasked Estep 
Score: -5244132.500000 Penalty: 5274.763672
	Iteration 158Q: 3 clusters Score -5244132 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 34265 members 
Entering Unmasked Estep 
Score: -5244128.500000 Penalty: 5274.763672
	Iteration 159Q: 3 clusters Score -5244128 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 34269 members 
Entering Unmasked Estep 
Score: -5244127.500000 Penalty: 5274.763672
	Iteration 160F: 3 clusters Score -5244128 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 34274 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -5244130 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 34278 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -5244131 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 34279 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -5244136 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 34279 members 
Entering Unmasked Estep 
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	Iteration 164F: 3 clusters Score -5244136 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (12696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12696 members 
Entering Unmasked Estep 
Score: -1468764.625000 Penalty: 2343.362549
	Iteration 0F: 2 clusters Score -1468765 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -1459302 nChanged 5448
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -1462304 nChanged 798
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -1462668 nChanged 686
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
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	Iteration 3F: 3 clusters Score -1462972 nChanged 556
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -1463212 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -1463427.625000 Penalty: 4686.725098
	Iteration 5Q: 3 clusters Score -1463428 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -1463624.500000 Penalty: 4686.725098
	Iteration 6Q: 3 clusters Score -1463624 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -1463778.500000 Penalty: 4686.725098
	Iteration 7Q: 3 clusters Score -1463778 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -1463924.625000 Penalty: 4686.725098
	Iteration 8Q: 3 clusters Score -1463925 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -1464077.750000 Penalty: 4686.725098
	Iteration 9Q: 3 clusters Score -1464078 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -1464232.375000 Penalty: 4686.725098
	Iteration 10Q: 3 clusters Score -1464232 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -1464375.500000 Penalty: 4686.725098
	Iteration 11Q: 3 clusters Score -1464376 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -1464515.875000 Penalty: 4686.725098
	Iteration 12Q: 3 clusters Score -1464516 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -1464672.000000 Penalty: 4686.725098
	Iteration 13Q: 3 clusters Score -1464672 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -1464830.625000 Penalty: 4686.725098
	Iteration 14Q: 3 clusters Score -1464831 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -1464991.500000 Penalty: 4686.725098
	Iteration 15Q: 3 clusters Score -1464992 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -1465188.125000 Penalty: 4686.725098
	Iteration 16Q: 3 clusters Score -1465188 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -1465377.625000 Penalty: 4686.725098
	Iteration 17Q: 3 clusters Score -1465378 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -1465610.250000 Penalty: 4686.725098
	Iteration 18Q: 3 clusters Score -1465610 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9314 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -1465809.375000 Penalty: 4686.725098
	Iteration 19Q: 3 clusters Score -1465809 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -1465977.500000 Penalty: 4686.725098
	Iteration 20F: 3 clusters Score -1465978 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9689 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -1466075.625000 Penalty: 4686.725098
	Iteration 21Q: 3 clusters Score -1466076 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -1466150.000000 Penalty: 4686.725098
	Iteration 22Q: 3 clusters Score -1466150 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9939 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -1466206.625000 Penalty: 4686.725098
	Iteration 23Q: 3 clusters Score -1466207 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10045 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -1466252.375000 Penalty: 4686.725098
	Iteration 24Q: 3 clusters Score -1466252 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -1466288.375000 Penalty: 4686.725098
	Iteration 25Q: 3 clusters Score -1466288 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10211 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -1466325.000000 Penalty: 4686.725098
	Iteration 26Q: 3 clusters Score -1466325 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10290 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -1466358.125000 Penalty: 4686.725098
	Iteration 27Q: 3 clusters Score -1466358 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10364 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -1466393.750000 Penalty: 4686.725098
	Iteration 28Q: 3 clusters Score -1466394 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10427 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -1466424.375000 Penalty: 4686.725098
	Iteration 29Q: 3 clusters Score -1466424 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10494 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -1466452.625000 Penalty: 4686.725098
	Iteration 30Q: 3 clusters Score -1466453 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10552 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -1466480.000000 Penalty: 4686.725098
	Iteration 31Q: 3 clusters Score -1466480 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -1466507.625000 Penalty: 4686.725098
	Iteration 32Q: 3 clusters Score -1466508 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10658 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -1466523.750000 Penalty: 4686.725098
	Iteration 33Q: 3 clusters Score -1466524 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10705 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -1466545.375000 Penalty: 4686.725098
	Iteration 34Q: 3 clusters Score -1466545 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10757 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -1466562.875000 Penalty: 4686.725098
	Iteration 35Q: 3 clusters Score -1466563 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10808 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -1466583.875000 Penalty: 4686.725098
	Iteration 36Q: 3 clusters Score -1466584 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10859 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -1466601.125000 Penalty: 4686.725098
	Iteration 37Q: 3 clusters Score -1466601 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10897 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -1466618.625000 Penalty: 4686.725098
	Iteration 38Q: 3 clusters Score -1466619 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10932 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -1466631.125000 Penalty: 4686.725098
	Iteration 39Q: 3 clusters Score -1466631 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10956 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -1466639.750000 Penalty: 4686.725098
	Iteration 40F: 3 clusters Score -1466640 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10987 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -1466647.000000 Penalty: 4686.725098
	Iteration 41Q: 3 clusters Score -1466647 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11017 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -1466650.750000 Penalty: 4686.725098
	Iteration 42Q: 3 clusters Score -1466651 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11046 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -1466664.500000 Penalty: 4686.725098
	Iteration 43Q: 3 clusters Score -1466664 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11074 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -1466674.625000 Penalty: 4686.725098
	Iteration 44Q: 3 clusters Score -1466675 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11100 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -1466684.750000 Penalty: 4686.725098
	Iteration 45Q: 3 clusters Score -1466685 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11121 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -1466695.250000 Penalty: 4686.725098
	Iteration 46Q: 3 clusters Score -1466695 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11142 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -1466699.500000 Penalty: 4686.725098
	Iteration 47Q: 3 clusters Score -1466700 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11158 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -1466700.125000 Penalty: 4686.725098
	Iteration 48Q: 3 clusters Score -1466700 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11173 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -1466706.125000 Penalty: 4686.725098
	Iteration 49Q: 3 clusters Score -1466706 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11194 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -1466711.875000 Penalty: 4686.725098
	Iteration 50Q: 3 clusters Score -1466712 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11209 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -1466714.375000 Penalty: 4686.725098
	Iteration 51Q: 3 clusters Score -1466714 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11226 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -1466717.125000 Penalty: 4686.725098
	Iteration 52Q: 3 clusters Score -1466717 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11240 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -1466719.375000 Penalty: 4686.725098
	Iteration 53Q: 3 clusters Score -1466719 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11251 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -1466724.750000 Penalty: 4686.725098
	Iteration 54Q: 3 clusters Score -1466725 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11260 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -1466730.000000 Penalty: 4686.725098
	Iteration 55Q: 3 clusters Score -1466730 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11268 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -1466730.250000 Penalty: 4686.725098
	Iteration 56Q: 3 clusters Score -1466730 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11275 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -1466731.500000 Penalty: 4686.725098
	Iteration 57Q: 3 clusters Score -1466732 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11283 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -1466734.875000 Penalty: 4686.725098
	Iteration 58Q: 3 clusters Score -1466735 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11289 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -1466737.625000 Penalty: 4686.725098
	Iteration 59Q: 3 clusters Score -1466738 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11296 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -1466740.750000 Penalty: 4686.725098
	Iteration 60F: 3 clusters Score -1466741 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11303 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -1466741.750000 Penalty: 4686.725098
	Iteration 61Q: 3 clusters Score -1466742 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11315 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -1466743.000000 Penalty: 4686.725098
	Iteration 62Q: 3 clusters Score -1466743 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11329 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -1466745.000000 Penalty: 4686.725098
	Iteration 63Q: 3 clusters Score -1466745 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11341 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -1466751.250000 Penalty: 4686.725098
	Iteration 64Q: 3 clusters Score -1466751 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11351 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -1466753.125000 Penalty: 4686.725098
	Iteration 65Q: 3 clusters Score -1466753 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11363 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -1466758.375000 Penalty: 4686.725098
	Iteration 66Q: 3 clusters Score -1466758 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11370 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -1466758.875000 Penalty: 4686.725098
	Iteration 67Q: 3 clusters Score -1466759 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11379 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -1466762.625000 Penalty: 4686.725098
	Iteration 68Q: 3 clusters Score -1466763 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11385 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -1466763.125000 Penalty: 4686.725098
	Iteration 69Q: 3 clusters Score -1466763 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11390 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -1466766.375000 Penalty: 4686.725098
	Iteration 70Q: 3 clusters Score -1466766 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11390 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -1466765.125000 Penalty: 4686.725098
	Iteration 71Q: 3 clusters Score -1466765 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11391 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -1466766.500000 Penalty: 4686.725098
	Iteration 72Q: 3 clusters Score -1466766 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11395 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -1466768.375000 Penalty: 4686.725098
	Iteration 73Q: 3 clusters Score -1466768 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11404 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -1466768.500000 Penalty: 4686.725098
	Iteration 74Q: 3 clusters Score -1466768 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11413 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -1466769.375000 Penalty: 4686.725098
	Iteration 75Q: 3 clusters Score -1466769 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11420 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -1466774.375000 Penalty: 4686.725098
	Iteration 76Q: 3 clusters Score -1466774 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11427 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -1466777.500000 Penalty: 4686.725098
	Iteration 77Q: 3 clusters Score -1466778 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11436 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -1466780.875000 Penalty: 4686.725098
	Iteration 78Q: 3 clusters Score -1466781 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11438 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -1466778.625000 Penalty: 4686.725098
	Iteration 79Q: 3 clusters Score -1466779 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11443 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -1466784.125000 Penalty: 4686.725098
	Iteration 80F: 3 clusters Score -1466784 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Entering Unmasked Estep 
Score: -30690.353516 Penalty: 1349.719604
	Iteration 0F: 2 clusters Score -30690.35 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 119 members 
Entering Unmasked Estep 
Score: -29621.611328 Penalty: 2699.439209
	Iteration 0F: 3 clusters Score -29621.61 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -29944.751953 Penalty: 2699.439209
	Iteration 1F: 3 clusters Score -29944.75 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -30046.460938 Penalty: 2699.439209
	Iteration 2F: 3 clusters Score -30046.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -30098.416016 Penalty: 2699.439209
	Iteration 3Q: 3 clusters Score -30098.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -30116.410156 Penalty: 2699.439209
	Iteration 4Q: 3 clusters Score -30116.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -30136.335938 Penalty: 2699.439209
	Iteration 5Q: 3 clusters Score -30136.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -30208.144531 Penalty: 2699.439209
	Iteration 6Q: 3 clusters Score -30208.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -30381.294922 Penalty: 2699.439209
	Iteration 7Q: 3 clusters Score -30381.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -30441.876953 Penalty: 2699.439209
	Iteration 8Q: 3 clusters Score -30441.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -30461.525391 Penalty: 2699.439209
	Iteration 9Q: 3 clusters Score -30461.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -30478.480469 Penalty: 2699.439209
	Iteration 10Q: 3 clusters Score -30478.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -30478.480469 Penalty: 2699.439209
	Iteration 11F: 3 clusters Score -30478.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (10774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10774 members 
Entering Unmasked Estep 
Score: -1355524.625000 Penalty: 2302.653076
	Iteration 0F: 2 clusters Score -1355525 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -1347327.375000 Penalty: 4605.306152
	Iteration 0F: 3 clusters Score -1347327 nChanged 4427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -1349712.625000 Penalty: 4605.306152
	Iteration 1F: 3 clusters Score -1349713 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -1350093.125000 Penalty: 4605.306152
	Iteration 2F: 3 clusters Score -1350093 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -1350391.625000 Penalty: 4605.306152
	Iteration 3F: 3 clusters Score -1350392 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -1350665.125000 Penalty: 4605.306152
	Iteration 4Q: 3 clusters Score -1350665 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -1350941.125000 Penalty: 4605.306152
	Iteration 5Q: 3 clusters Score -1350941 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -1351205.750000 Penalty: 4605.306152
	Iteration 6Q: 3 clusters Score -1351206 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -1351489.750000 Penalty: 4605.306152
	Iteration 7Q: 3 clusters Score -1351490 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -1351794.750000 Penalty: 4605.306152
	Iteration 8Q: 3 clusters Score -1351795 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -1352134.250000 Penalty: 4605.306152
	Iteration 9Q: 3 clusters Score -1352134 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -1352471.250000 Penalty: 4605.306152
	Iteration 10Q: 3 clusters Score -1352471 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -1352788.875000 Penalty: 4605.306152
	Iteration 11Q: 3 clusters Score -1352789 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -1353016.250000 Penalty: 4605.306152
	Iteration 12Q: 3 clusters Score -1353016 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 9089 members 
Entering Unmasked Estep 
Score: -1353192.500000 Penalty: 4605.306152
	Iteration 13Q: 3 clusters Score -1353192 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -1353315.000000 Penalty: 4605.306152
	Iteration 14Q: 3 clusters Score -1353315 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 9303 members 
Entering Unmasked Estep 
Score: -1353398.000000 Penalty: 4605.306152
	Iteration 15Q: 3 clusters Score -1353398 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -1353450.500000 Penalty: 4605.306152
	Iteration 16Q: 3 clusters Score -1353450 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 9412 members 
Entering Unmasked Estep 
Score: -1353496.500000 Penalty: 4605.306152
	Iteration 17Q: 3 clusters Score -1353496 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 9434 members 
Entering Unmasked Estep 
Score: -1353520.750000 Penalty: 4605.306152
	Iteration 18Q: 3 clusters Score -1353521 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -1353536.000000 Penalty: 4605.306152
	Iteration 19Q: 3 clusters Score -1353536 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -1353548.000000 Penalty: 4605.306152
	Iteration 20F: 3 clusters Score -1353548 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -1353555.750000 Penalty: 4605.306152
	Iteration 21Q: 3 clusters Score -1353556 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 9504 members 
Entering Unmasked Estep 
Score: -1353567.625000 Penalty: 4605.306152
	Iteration 22Q: 3 clusters Score -1353568 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -1353578.125000 Penalty: 4605.306152
	Iteration 23Q: 3 clusters Score -1353578 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 9537 members 
Entering Unmasked Estep 
Score: -1353586.750000 Penalty: 4605.306152
	Iteration 24Q: 3 clusters Score -1353587 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -1353595.000000 Penalty: 4605.306152
	Iteration 25Q: 3 clusters Score -1353595 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
Score: -1353607.875000 Penalty: 4605.306152
	Iteration 26Q: 3 clusters Score -1353608 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -1353618.750000 Penalty: 4605.306152
	Iteration 27Q: 3 clusters Score -1353619 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 9596 members 
Entering Unmasked Estep 
Score: -1353633.500000 Penalty: 4605.306152
	Iteration 28Q: 3 clusters Score -1353634 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -1353643.375000 Penalty: 4605.306152
	Iteration 29Q: 3 clusters Score -1353643 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -1353651.375000 Penalty: 4605.306152
	Iteration 30Q: 3 clusters Score -1353651 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -1353661.250000 Penalty: 4605.306152
	Iteration 31Q: 3 clusters Score -1353661 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 9643 members 
Entering Unmasked Estep 
Score: -1353670.375000 Penalty: 4605.306152
	Iteration 32Q: 3 clusters Score -1353670 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 9650 members 
Entering Unmasked Estep 
Score: -1353674.500000 Penalty: 4605.306152
	Iteration 33Q: 3 clusters Score -1353674 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -1353677.250000 Penalty: 4605.306152
	Iteration 34Q: 3 clusters Score -1353677 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
Score: -1353684.375000 Penalty: 4605.306152
	Iteration 35Q: 3 clusters Score -1353684 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -1353689.625000 Penalty: 4605.306152
	Iteration 36Q: 3 clusters Score -1353690 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 9654 members 
Entering Unmasked Estep 
Score: -1353691.875000 Penalty: 4605.306152
	Iteration 37Q: 3 clusters Score -1353692 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -1353690.250000 Penalty: 4605.306152
	Iteration 38Q: 3 clusters Score -1353690 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -1353692.250000 Penalty: 4605.306152
	Iteration 39Q: 3 clusters Score -1353692 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -1353691.500000 Penalty: 4605.306152
	Iteration 40F: 3 clusters Score -1353692 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
Score: -1353692.250000 Penalty: 4605.306152
	Iteration 41Q: 3 clusters Score -1353692 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 9658 members 
Entering Unmasked Estep 
Score: -1353694.125000 Penalty: 4605.306152
	Iteration 42Q: 3 clusters Score -1353694 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 9658 members 
Entering Unmasked Estep 
Score: -1353694.125000 Penalty: 4605.306152
	Iteration 43F: 3 clusters Score -1353694 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (4123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Entering Unmasked Estep 
Score: -741085.250000 Penalty: 2064.435303
	Iteration 0F: 2 clusters Score -741085.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -737142.625000 Penalty: 4128.870605
	Iteration 0F: 3 clusters Score -737142.6 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -738018.500000 Penalty: 4128.870605
	Iteration 1F: 3 clusters Score -738018.5 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -738247.437500 Penalty: 4128.870605
	Iteration 2F: 3 clusters Score -738247.4 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -738420.250000 Penalty: 4128.870605
	Iteration 3F: 3 clusters Score -738420.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -738539.812500 Penalty: 4128.870605
	Iteration 4Q: 3 clusters Score -738539.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -738629.312500 Penalty: 4128.870605
	Iteration 5Q: 3 clusters Score -738629.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -738718.687500 Penalty: 4128.870605
	Iteration 6Q: 3 clusters Score -738718.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -738815.125000 Penalty: 4128.870605
	Iteration 7Q: 3 clusters Score -738815.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -738906.062500 Penalty: 4128.870605
	Iteration 8Q: 3 clusters Score -738906.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -739005.750000 Penalty: 4128.870605
	Iteration 9Q: 3 clusters Score -739005.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -739102.625000 Penalty: 4128.870605
	Iteration 10Q: 3 clusters Score -739102.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -739183.625000 Penalty: 4128.870605
	Iteration 11Q: 3 clusters Score -739183.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -739244.875000 Penalty: 4128.870605
	Iteration 12Q: 3 clusters Score -739244.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -739291.625000 Penalty: 4128.870605
	Iteration 13Q: 3 clusters Score -739291.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -739330.500000 Penalty: 4128.870605
	Iteration 14Q: 3 clusters Score -739330.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -739363.812500 Penalty: 4128.870605
	Iteration 15Q: 3 clusters Score -739363.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -739396.250000 Penalty: 4128.870605
	Iteration 16Q: 3 clusters Score -739396.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -739425.062500 Penalty: 4128.870605
	Iteration 17Q: 3 clusters Score -739425.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -739457.437500 Penalty: 4128.870605
	Iteration 18Q: 3 clusters Score -739457.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -739490.875000 Penalty: 4128.870605
	Iteration 19Q: 3 clusters Score -739490.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -739533.500000 Penalty: 4128.870605
	Iteration 20F: 3 clusters Score -739533.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -739576.062500 Penalty: 4128.870605
	Iteration 21Q: 3 clusters Score -739576.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -739615.375000 Penalty: 4128.870605
	Iteration 22Q: 3 clusters Score -739615.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -739657.562500 Penalty: 4128.870605
	Iteration 23Q: 3 clusters Score -739657.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -739703.750000 Penalty: 4128.870605
	Iteration 24Q: 3 clusters Score -739703.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -739742.687500 Penalty: 4128.870605
	Iteration 25Q: 3 clusters Score -739742.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -739783.625000 Penalty: 4128.870605
	Iteration 26Q: 3 clusters Score -739783.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -739832.937500 Penalty: 4128.870605
	Iteration 27Q: 3 clusters Score -739832.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -739872.437500 Penalty: 4128.870605
	Iteration 28Q: 3 clusters Score -739872.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -739911.062500 Penalty: 4128.870605
	Iteration 29Q: 3 clusters Score -739911.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -739951.687500 Penalty: 4128.870605
	Iteration 30Q: 3 clusters Score -739951.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -739995.000000 Penalty: 4128.870605
	Iteration 31Q: 3 clusters Score -739995 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -740035.125000 Penalty: 4128.870605
	Iteration 32Q: 3 clusters Score -740035.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -740074.750000 Penalty: 4128.870605
	Iteration 33Q: 3 clusters Score -740074.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -740108.812500 Penalty: 4128.870605
	Iteration 34Q: 3 clusters Score -740108.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -740137.625000 Penalty: 4128.870605
	Iteration 35Q: 3 clusters Score -740137.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -740164.375000 Penalty: 4128.870605
	Iteration 36Q: 3 clusters Score -740164.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -740183.437500 Penalty: 4128.870605
	Iteration 37Q: 3 clusters Score -740183.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -740198.875000 Penalty: 4128.870605
	Iteration 38Q: 3 clusters Score -740198.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -740219.750000 Penalty: 4128.870605
	Iteration 39Q: 3 clusters Score -740219.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -740230.000000 Penalty: 4128.870605
	Iteration 40F: 3 clusters Score -740230 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -740241.750000 Penalty: 4128.870605
	Iteration 41Q: 3 clusters Score -740241.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -740254.562500 Penalty: 4128.870605
	Iteration 42Q: 3 clusters Score -740254.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -740270.562500 Penalty: 4128.870605
	Iteration 43Q: 3 clusters Score -740270.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -740280.312500 Penalty: 4128.870605
	Iteration 44Q: 3 clusters Score -740280.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -740285.500000 Penalty: 4128.870605
	Iteration 45Q: 3 clusters Score -740285.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -740291.937500 Penalty: 4128.870605
	Iteration 46Q: 3 clusters Score -740291.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -740293.250000 Penalty: 4128.870605
	Iteration 47Q: 3 clusters Score -740293.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -740295.625000 Penalty: 4128.870605
	Iteration 48Q: 3 clusters Score -740295.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -740295.062500 Penalty: 4128.870605
	Iteration 49Q: 3 clusters Score -740295.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -740297.750000 Penalty: 4128.870605
	Iteration 50Q: 3 clusters Score -740297.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -740297.750000 Penalty: 4128.870605
	Iteration 51Q: 3 clusters Score -740297.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -740297.750000 Penalty: 4128.870605
	Iteration 52F: 3 clusters Score -740297.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (6795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Entering Unmasked Estep 
Score: -749152.750000 Penalty: 2188.337646
	Iteration 0F: 2 clusters Score -749152.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -743584.437500 Penalty: 4376.675293
	Iteration 0F: 3 clusters Score -743584.4 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -745365.875000 Penalty: 4376.675293
	Iteration 1F: 3 clusters Score -745365.9 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -745916.625000 Penalty: 4376.675293
	Iteration 2F: 3 clusters Score -745916.6 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -746394.562500 Penalty: 4376.675293
	Iteration 3F: 3 clusters Score -746394.6 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -746816.437500 Penalty: 4376.675293
	Iteration 4F: 3 clusters Score -746816.4 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -747072.937500 Penalty: 4376.675293
	Iteration 5F: 3 clusters Score -747072.9 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -747230.125000 Penalty: 4376.675293
	Iteration 6Q: 3 clusters Score -747230.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -747331.812500 Penalty: 4376.675293
	Iteration 7Q: 3 clusters Score -747331.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -747391.937500 Penalty: 4376.675293
	Iteration 8Q: 3 clusters Score -747391.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -747428.625000 Penalty: 4376.675293
	Iteration 9Q: 3 clusters Score -747428.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -747453.937500 Penalty: 4376.675293
	Iteration 10Q: 3 clusters Score -747453.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -747475.000000 Penalty: 4376.675293
	Iteration 11Q: 3 clusters Score -747475 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -747494.687500 Penalty: 4376.675293
	Iteration 12Q: 3 clusters Score -747494.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -747517.687500 Penalty: 4376.675293
	Iteration 13Q: 3 clusters Score -747517.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -747539.437500 Penalty: 4376.675293
	Iteration 14Q: 3 clusters Score -747539.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -747554.187500 Penalty: 4376.675293
	Iteration 15Q: 3 clusters Score -747554.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -747566.625000 Penalty: 4376.675293
	Iteration 16Q: 3 clusters Score -747566.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -747582.437500 Penalty: 4376.675293
	Iteration 17Q: 3 clusters Score -747582.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -747596.625000 Penalty: 4376.675293
	Iteration 18Q: 3 clusters Score -747596.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -747606.125000 Penalty: 4376.675293
	Iteration 19Q: 3 clusters Score -747606.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -747616.500000 Penalty: 4376.675293
	Iteration 20F: 3 clusters Score -747616.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -747626.125000 Penalty: 4376.675293
	Iteration 21Q: 3 clusters Score -747626.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -747635.937500 Penalty: 4376.675293
	Iteration 22Q: 3 clusters Score -747635.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -747643.875000 Penalty: 4376.675293
	Iteration 23Q: 3 clusters Score -747643.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -747650.750000 Penalty: 4376.675293
	Iteration 24Q: 3 clusters Score -747650.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -747662.187500 Penalty: 4376.675293
	Iteration 25Q: 3 clusters Score -747662.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -747672.562500 Penalty: 4376.675293
	Iteration 26Q: 3 clusters Score -747672.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -747691.437500 Penalty: 4376.675293
	Iteration 27Q: 3 clusters Score -747691.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -747705.437500 Penalty: 4376.675293
	Iteration 28Q: 3 clusters Score -747705.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -747716.937500 Penalty: 4376.675293
	Iteration 29Q: 3 clusters Score -747716.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -747722.250000 Penalty: 4376.675293
	Iteration 30Q: 3 clusters Score -747722.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -747726.750000 Penalty: 4376.675293
	Iteration 31Q: 3 clusters Score -747726.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -747731.625000 Penalty: 4376.675293
	Iteration 32Q: 3 clusters Score -747731.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -747737.687500 Penalty: 4376.675293
	Iteration 33Q: 3 clusters Score -747737.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -747742.625000 Penalty: 4376.675293
	Iteration 34Q: 3 clusters Score -747742.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -747753.687500 Penalty: 4376.675293
	Iteration 35Q: 3 clusters Score -747753.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -747758.812500 Penalty: 4376.675293
	Iteration 36Q: 3 clusters Score -747758.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -747770.812500 Penalty: 4376.675293
	Iteration 37Q: 3 clusters Score -747770.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -747779.875000 Penalty: 4376.675293
	Iteration 38Q: 3 clusters Score -747779.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -747792.000000 Penalty: 4376.675293
	Iteration 39Q: 3 clusters Score -747792 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -747800.562500 Penalty: 4376.675293
	Iteration 40F: 3 clusters Score -747800.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -747812.312500 Penalty: 4376.675293
	Iteration 41Q: 3 clusters Score -747812.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -747821.250000 Penalty: 4376.675293
	Iteration 42Q: 3 clusters Score -747821.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -747831.187500 Penalty: 4376.675293
	Iteration 43Q: 3 clusters Score -747831.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -747839.375000 Penalty: 4376.675293
	Iteration 44Q: 3 clusters Score -747839.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -747846.625000 Penalty: 4376.675293
	Iteration 45Q: 3 clusters Score -747846.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -747853.250000 Penalty: 4376.675293
	Iteration 46Q: 3 clusters Score -747853.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -747862.312500 Penalty: 4376.675293
	Iteration 47Q: 3 clusters Score -747862.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -747873.062500 Penalty: 4376.675293
	Iteration 48Q: 3 clusters Score -747873.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -747885.250000 Penalty: 4376.675293
	Iteration 49Q: 3 clusters Score -747885.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -747895.187500 Penalty: 4376.675293
	Iteration 50Q: 3 clusters Score -747895.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -747906.000000 Penalty: 4376.675293
	Iteration 51Q: 3 clusters Score -747906 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -747919.687500 Penalty: 4376.675293
	Iteration 52Q: 3 clusters Score -747919.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -747941.000000 Penalty: 4376.675293
	Iteration 53Q: 3 clusters Score -747941 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -747968.500000 Penalty: 4376.675293
	Iteration 54Q: 3 clusters Score -747968.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -747991.250000 Penalty: 4376.675293
	Iteration 55Q: 3 clusters Score -747991.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -748016.875000 Penalty: 4376.675293
	Iteration 56Q: 3 clusters Score -748016.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -748042.812500 Penalty: 4376.675293
	Iteration 57Q: 3 clusters Score -748042.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -748076.812500 Penalty: 4376.675293
	Iteration 58Q: 3 clusters Score -748076.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -748123.125000 Penalty: 4376.675293
	Iteration 59Q: 3 clusters Score -748123.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -748190.812500 Penalty: 4376.675293
	Iteration 60F: 3 clusters Score -748190.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -748250.250000 Penalty: 4376.675293
	Iteration 61Q: 3 clusters Score -748250.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -748300.375000 Penalty: 4376.675293
	Iteration 62Q: 3 clusters Score -748300.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -748330.062500 Penalty: 4376.675293
	Iteration 63Q: 3 clusters Score -748330.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -748370.750000 Penalty: 4376.675293
	Iteration 64Q: 3 clusters Score -748370.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -748401.125000 Penalty: 4376.675293
	Iteration 65Q: 3 clusters Score -748401.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -748419.000000 Penalty: 4376.675293
	Iteration 66Q: 3 clusters Score -748419 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -748436.500000 Penalty: 4376.675293
	Iteration 67Q: 3 clusters Score -748436.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -748451.125000 Penalty: 4376.675293
	Iteration 68Q: 3 clusters Score -748451.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -748467.500000 Penalty: 4376.675293
	Iteration 69Q: 3 clusters Score -748467.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -748479.437500 Penalty: 4376.675293
	Iteration 70Q: 3 clusters Score -748479.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -748488.937500 Penalty: 4376.675293
	Iteration 71Q: 3 clusters Score -748488.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -748498.250000 Penalty: 4376.675293
	Iteration 72Q: 3 clusters Score -748498.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -748505.187500 Penalty: 4376.675293
	Iteration 73Q: 3 clusters Score -748505.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -748509.375000 Penalty: 4376.675293
	Iteration 74Q: 3 clusters Score -748509.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -748511.125000 Penalty: 4376.675293
	Iteration 75Q: 3 clusters Score -748511.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -748513.250000 Penalty: 4376.675293
	Iteration 76Q: 3 clusters Score -748513.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -748515.500000 Penalty: 4376.675293
	Iteration 77Q: 3 clusters Score -748515.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -748517.250000 Penalty: 4376.675293
	Iteration 78Q: 3 clusters Score -748517.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -748518.375000 Penalty: 4376.675293
	Iteration 79Q: 3 clusters Score -748518.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -748518.687500 Penalty: 4376.675293
	Iteration 80F: 3 clusters Score -748518.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -748518.812500 Penalty: 4376.675293
	Iteration 81Q: 3 clusters Score -748518.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -748520.062500 Penalty: 4376.675293
	Iteration 82Q: 3 clusters Score -748520.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -748520.062500 Penalty: 4376.675293
	Iteration 83F: 3 clusters Score -748520.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (60526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60526 members 
Entering Unmasked Estep 
Score: -7701132.000000 Penalty: 2730.685303
	Iteration 0F: 2 clusters Score -7701132 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30256 members 
Mstep: Class 2 contains 30270 members 
Entering Unmasked Estep 
Score: -7660387.000000 Penalty: 5461.370605
	Iteration 0F: 3 clusters Score -7660387 nChanged 28374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30656 members 
Mstep: Class 2 contains 29870 members 
Entering Unmasked Estep 
Score: -7676608.000000 Penalty: 5461.370605
	Iteration 1F: 3 clusters Score -7676608 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31020 members 
Mstep: Class 2 contains 29506 members 
Entering Unmasked Estep 
Score: -7677505.500000 Penalty: 5461.370605
	Iteration 2Q: 3 clusters Score -7677506 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31574 members 
Mstep: Class 2 contains 28952 members 
Entering Unmasked Estep 
Score: -7678426.500000 Penalty: 5461.370605
	Iteration 3Q: 3 clusters Score -7678426 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32413 members 
Mstep: Class 2 contains 28113 members 
Entering Unmasked Estep 
Score: -7679504.000000 Penalty: 5461.370605
	Iteration 4Q: 3 clusters Score -7679504 nChanged 2976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33661 members 
Mstep: Class 2 contains 26865 members 
Entering Unmasked Estep 
Score: -7680823.500000 Penalty: 5461.370605
	Iteration 5Q: 3 clusters Score -7680824 nChanged 3326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35461 members 
Mstep: Class 2 contains 25065 members 
Entering Unmasked Estep 
Score: -7682591.000000 Penalty: 5461.370605
	Iteration 6F: 3 clusters Score -7682591 nChanged 3651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37674 members 
Mstep: Class 2 contains 22852 members 
Entering Unmasked Estep 
Score: -7684969.000000 Penalty: 5461.370605
	Iteration 7F: 3 clusters Score -7684969 nChanged 3713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40105 members 
Mstep: Class 2 contains 20421 members 
Entering Unmasked Estep 
Score: -7687873.500000 Penalty: 5461.370605
	Iteration 8F: 3 clusters Score -7687874 nChanged 3443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42220 members 
Mstep: Class 2 contains 18306 members 
Entering Unmasked Estep 
Score: -7690728.500000 Penalty: 5461.370605
	Iteration 9F: 3 clusters Score -7690728 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43698 members 
Mstep: Class 2 contains 16828 members 
Entering Unmasked Estep 
Score: -7692739.000000 Penalty: 5461.370605
	Iteration 10Q: 3 clusters Score -7692739 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44795 members 
Mstep: Class 2 contains 15731 members 
Entering Unmasked Estep 
Score: -7693895.500000 Penalty: 5461.370605
	Iteration 11Q: 3 clusters Score -7693896 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45609 members 
Mstep: Class 2 contains 14917 members 
Entering Unmasked Estep 
Score: -7694546.000000 Penalty: 5461.370605
	Iteration 12Q: 3 clusters Score -7694546 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46350 members 
Mstep: Class 2 contains 14176 members 
Entering Unmasked Estep 
Score: -7694934.000000 Penalty: 5461.370605
	Iteration 13Q: 3 clusters Score -7694934 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47055 members 
Mstep: Class 2 contains 13471 members 
Entering Unmasked Estep 
Score: -7695261.500000 Penalty: 5461.370605
	Iteration 14Q: 3 clusters Score -7695262 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47768 members 
Mstep: Class 2 contains 12758 members 
Entering Unmasked Estep 
Score: -7695575.000000 Penalty: 5461.370605
	Iteration 15Q: 3 clusters Score -7695575 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48456 members 
Mstep: Class 2 contains 12070 members 
Entering Unmasked Estep 
Score: -7695868.000000 Penalty: 5461.370605
	Iteration 16Q: 3 clusters Score -7695868 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49116 members 
Mstep: Class 2 contains 11410 members 
Entering Unmasked Estep 
Score: -7696085.500000 Penalty: 5461.370605
	Iteration 17Q: 3 clusters Score -7696086 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49769 members 
Mstep: Class 2 contains 10757 members 
Entering Unmasked Estep 
Score: -7696273.500000 Penalty: 5461.370605
	Iteration 18Q: 3 clusters Score -7696274 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50415 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -7696553.000000 Penalty: 5461.370605
	Iteration 19Q: 3 clusters Score -7696553 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51023 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -7696797.000000 Penalty: 5461.370605
	Iteration 20F: 3 clusters Score -7696797 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51635 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -7697062.500000 Penalty: 5461.370605
	Iteration 21Q: 3 clusters Score -7697062 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52163 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -7697309.500000 Penalty: 5461.370605
	Iteration 22Q: 3 clusters Score -7697310 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52642 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -7697551.500000 Penalty: 5461.370605
	Iteration 23Q: 3 clusters Score -7697552 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53101 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -7697789.500000 Penalty: 5461.370605
	Iteration 24Q: 3 clusters Score -7697790 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53533 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -7698009.000000 Penalty: 5461.370605
	Iteration 25Q: 3 clusters Score -7698009 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53927 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -7698152.500000 Penalty: 5461.370605
	Iteration 26Q: 3 clusters Score -7698152 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54263 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -7698268.500000 Penalty: 5461.370605
	Iteration 27Q: 3 clusters Score -7698268 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54559 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -7698374.000000 Penalty: 5461.370605
	Iteration 28Q: 3 clusters Score -7698374 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54822 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -7698484.000000 Penalty: 5461.370605
	Iteration 29Q: 3 clusters Score -7698484 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55034 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -7698532.500000 Penalty: 5461.370605
	Iteration 30Q: 3 clusters Score -7698532 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55215 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -7698584.500000 Penalty: 5461.370605
	Iteration 31Q: 3 clusters Score -7698584 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55371 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -7698611.500000 Penalty: 5461.370605
	Iteration 32Q: 3 clusters Score -7698612 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55509 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -7698616.500000 Penalty: 5461.370605
	Iteration 33Q: 3 clusters Score -7698616 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55634 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -7698642.500000 Penalty: 5461.370605
	Iteration 34Q: 3 clusters Score -7698642 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55749 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -7698666.000000 Penalty: 5461.370605
	Iteration 35Q: 3 clusters Score -7698666 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55848 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -7698696.000000 Penalty: 5461.370605
	Iteration 36Q: 3 clusters Score -7698696 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55945 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -7698704.500000 Penalty: 5461.370605
	Iteration 37Q: 3 clusters Score -7698704 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56037 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -7698702.500000 Penalty: 5461.370605
	Iteration 38Q: 3 clusters Score -7698702 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56131 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -7698727.500000 Penalty: 5461.370605
	Iteration 39Q: 3 clusters Score -7698728 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56238 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -7698751.000000 Penalty: 5461.370605
	Iteration 40F: 3 clusters Score -7698751 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56323 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -7698773.500000 Penalty: 5461.370605
	Iteration 41Q: 3 clusters Score -7698774 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56403 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -7698803.000000 Penalty: 5461.370605
	Iteration 42Q: 3 clusters Score -7698803 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56491 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -7698812.000000 Penalty: 5461.370605
	Iteration 43Q: 3 clusters Score -7698812 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56569 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -7698813.000000 Penalty: 5461.370605
	Iteration 44Q: 3 clusters Score -7698813 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56645 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -7698821.000000 Penalty: 5461.370605
	Iteration 45Q: 3 clusters Score -7698821 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56715 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -7698835.500000 Penalty: 5461.370605
	Iteration 46Q: 3 clusters Score -7698836 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56781 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -7698833.000000 Penalty: 5461.370605
	Iteration 47Q: 3 clusters Score -7698833 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56849 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -7698838.000000 Penalty: 5461.370605
	Iteration 48Q: 3 clusters Score -7698838 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56918 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -7698834.000000 Penalty: 5461.370605
	Iteration 49Q: 3 clusters Score -7698834 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56983 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -7698845.500000 Penalty: 5461.370605
	Iteration 50Q: 3 clusters Score -7698846 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57055 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -7698863.500000 Penalty: 5461.370605
	Iteration 51Q: 3 clusters Score -7698864 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57119 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -7698880.500000 Penalty: 5461.370605
	Iteration 52Q: 3 clusters Score -7698880 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57180 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -7698884.000000 Penalty: 5461.370605
	Iteration 53Q: 3 clusters Score -7698884 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57246 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -7698897.500000 Penalty: 5461.370605
	Iteration 54Q: 3 clusters Score -7698898 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57326 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -7698897.000000 Penalty: 5461.370605
	Iteration 55Q: 3 clusters Score -7698897 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57396 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -7698925.500000 Penalty: 5461.370605
	Iteration 56Q: 3 clusters Score -7698926 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57454 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -7698940.500000 Penalty: 5461.370605
	Iteration 57Q: 3 clusters Score -7698940 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57517 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -7698959.000000 Penalty: 5461.370605
	Iteration 58Q: 3 clusters Score -7698959 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57578 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -7698978.500000 Penalty: 5461.370605
	Iteration 59Q: 3 clusters Score -7698978 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57628 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -7698988.500000 Penalty: 5461.370605
	Iteration 60F: 3 clusters Score -7698988 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57672 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -7699003.000000 Penalty: 5461.370605
	Iteration 61Q: 3 clusters Score -7699003 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57711 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -7699022.500000 Penalty: 5461.370605
	Iteration 62Q: 3 clusters Score -7699022 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57747 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -7699036.000000 Penalty: 5461.370605
	Iteration 63Q: 3 clusters Score -7699036 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57779 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -7699026.000000 Penalty: 5461.370605
	Iteration 64Q: 3 clusters Score -7699026 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57810 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -7699038.500000 Penalty: 5461.370605
	Iteration 65Q: 3 clusters Score -7699038 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57828 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -7699042.500000 Penalty: 5461.370605
	Iteration 66Q: 3 clusters Score -7699042 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57847 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -7699039.000000 Penalty: 5461.370605
	Iteration 67Q: 3 clusters Score -7699039 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57868 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -7699045.000000 Penalty: 5461.370605
	Iteration 68Q: 3 clusters Score -7699045 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57896 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -7699055.500000 Penalty: 5461.370605
	Iteration 69Q: 3 clusters Score -7699056 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57922 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -7699054.500000 Penalty: 5461.370605
	Iteration 70Q: 3 clusters Score -7699054 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57949 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -7699070.000000 Penalty: 5461.370605
	Iteration 71Q: 3 clusters Score -7699070 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57974 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -7699076.500000 Penalty: 5461.370605
	Iteration 72Q: 3 clusters Score -7699076 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57995 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -7699081.000000 Penalty: 5461.370605
	Iteration 73Q: 3 clusters Score -7699081 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58015 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -7699080.500000 Penalty: 5461.370605
	Iteration 74Q: 3 clusters Score -7699080 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58033 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -7699081.500000 Penalty: 5461.370605
	Iteration 75Q: 3 clusters Score -7699082 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58047 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -7699084.500000 Penalty: 5461.370605
	Iteration 76Q: 3 clusters Score -7699084 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58060 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -7699086.500000 Penalty: 5461.370605
	Iteration 77Q: 3 clusters Score -7699086 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58070 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -7699084.000000 Penalty: 5461.370605
	Iteration 78Q: 3 clusters Score -7699084 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58082 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -7699076.000000 Penalty: 5461.370605
	Iteration 79Q: 3 clusters Score -7699076 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58094 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -7699078.000000 Penalty: 5461.370605
	Iteration 80F: 3 clusters Score -7699078 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58106 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -7699076.500000 Penalty: 5461.370605
	Iteration 81Q: 3 clusters Score -7699076 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58117 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -7699077.000000 Penalty: 5461.370605
	Iteration 82Q: 3 clusters Score -7699077 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58123 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -7699078.000000 Penalty: 5461.370605
	Iteration 83Q: 3 clusters Score -7699078 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58131 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -7699078.000000 Penalty: 5461.370605
	Iteration 84Q: 3 clusters Score -7699078 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58140 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -7699077.500000 Penalty: 5461.370605
	Iteration 85Q: 3 clusters Score -7699078 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58155 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -7699090.500000 Penalty: 5461.370605
	Iteration 86Q: 3 clusters Score -7699090 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58162 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -7699095.500000 Penalty: 5461.370605
	Iteration 87Q: 3 clusters Score -7699096 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58169 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -7699097.000000 Penalty: 5461.370605
	Iteration 88Q: 3 clusters Score -7699097 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58177 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -7699102.000000 Penalty: 5461.370605
	Iteration 89Q: 3 clusters Score -7699102 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58187 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -7699101.500000 Penalty: 5461.370605
	Iteration 90Q: 3 clusters Score -7699102 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58203 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -7699101.000000 Penalty: 5461.370605
	Iteration 91Q: 3 clusters Score -7699101 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58217 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -7699111.500000 Penalty: 5461.370605
	Iteration 92Q: 3 clusters Score -7699112 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58227 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -7699109.000000 Penalty: 5461.370605
	Iteration 93Q: 3 clusters Score -7699109 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58232 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -7699112.000000 Penalty: 5461.370605
	Iteration 94Q: 3 clusters Score -7699112 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58234 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -7699107.500000 Penalty: 5461.370605
	Iteration 95Q: 3 clusters Score -7699108 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58237 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -7699109.500000 Penalty: 5461.370605
	Iteration 96Q: 3 clusters Score -7699110 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58239 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -7699111.000000 Penalty: 5461.370605
	Iteration 97Q: 3 clusters Score -7699111 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58242 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -7699107.000000 Penalty: 5461.370605
	Iteration 98Q: 3 clusters Score -7699107 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58244 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -7699108.000000 Penalty: 5461.370605
	Iteration 99Q: 3 clusters Score -7699108 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58248 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -7699114.500000 Penalty: 5461.370605
	Iteration 100F: 3 clusters Score -7699114 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58252 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -7699115.000000 Penalty: 5461.370605
	Iteration 101Q: 3 clusters Score -7699115 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58253 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -7699112.000000 Penalty: 5461.370605
	Iteration 102Q: 3 clusters Score -7699112 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58254 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -7699115.500000 Penalty: 5461.370605
	Iteration 103Q: 3 clusters Score -7699116 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58255 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -7699110.000000 Penalty: 5461.370605
	Iteration 104Q: 3 clusters Score -7699110 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58255 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
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	Iteration 105F: 3 clusters Score -7699110 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (9619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9619 members 
Entering Unmasked Estep 
Score: -1243890.375000 Penalty: 2274.530762
	Iteration 0F: 2 clusters Score -1243890 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -1236467.375000 Penalty: 4549.061523
	Iteration 0F: 3 clusters Score -1236467 nChanged 3997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -1238672.875000 Penalty: 4549.061523
	Iteration 1F: 3 clusters Score -1238673 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -1239112.250000 Penalty: 4549.061523
	Iteration 2F: 3 clusters Score -1239112 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -1239581.500000 Penalty: 4549.061523
	Iteration 3F: 3 clusters Score -1239582 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -1240126.625000 Penalty: 4549.061523
	Iteration 4F: 3 clusters Score -1240127 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -1240700.750000 Penalty: 4549.061523
	Iteration 5F: 3 clusters Score -1240701 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -1241237.125000 Penalty: 4549.061523
	Iteration 6F: 3 clusters Score -1241237 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -1241757.375000 Penalty: 4549.061523
	Iteration 7F: 3 clusters Score -1241757 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -1242183.375000 Penalty: 4549.061523
	Iteration 8Q: 3 clusters Score -1242183 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -1242514.500000 Penalty: 4549.061523
	Iteration 9Q: 3 clusters Score -1242514 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -1242724.625000 Penalty: 4549.061523
	Iteration 10Q: 3 clusters Score -1242725 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -1242881.000000 Penalty: 4549.061523
	Iteration 11Q: 3 clusters Score -1242881 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -1242967.375000 Penalty: 4549.061523
	Iteration 12Q: 3 clusters Score -1242967 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -1243039.000000 Penalty: 4549.061523
	Iteration 13Q: 3 clusters Score -1243039 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -1243097.000000 Penalty: 4549.061523
	Iteration 14Q: 3 clusters Score -1243097 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -1243132.625000 Penalty: 4549.061523
	Iteration 15Q: 3 clusters Score -1243133 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -1243160.000000 Penalty: 4549.061523
	Iteration 16Q: 3 clusters Score -1243160 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -1243177.625000 Penalty: 4549.061523
	Iteration 17Q: 3 clusters Score -1243178 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -1243186.375000 Penalty: 4549.061523
	Iteration 18Q: 3 clusters Score -1243186 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -1243202.000000 Penalty: 4549.061523
	Iteration 19Q: 3 clusters Score -1243202 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -1243204.375000 Penalty: 4549.061523
	Iteration 20F: 3 clusters Score -1243204 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -1243209.500000 Penalty: 4549.061523
	Iteration 21Q: 3 clusters Score -1243210 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -1243214.250000 Penalty: 4549.061523
	Iteration 22Q: 3 clusters Score -1243214 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -1243218.000000 Penalty: 4549.061523
	Iteration 23Q: 3 clusters Score -1243218 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -1243218.875000 Penalty: 4549.061523
	Iteration 24Q: 3 clusters Score -1243219 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -1243222.375000 Penalty: 4549.061523
	Iteration 25Q: 3 clusters Score -1243222 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -1243225.750000 Penalty: 4549.061523
	Iteration 26Q: 3 clusters Score -1243226 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -1243228.625000 Penalty: 4549.061523
	Iteration 27Q: 3 clusters Score -1243229 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -1243229.625000 Penalty: 4549.061523
	Iteration 28Q: 3 clusters Score -1243230 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -1243233.375000 Penalty: 4549.061523
	Iteration 29Q: 3 clusters Score -1243233 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -1243238.125000 Penalty: 4549.061523
	Iteration 30Q: 3 clusters Score -1243238 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -1243237.625000 Penalty: 4549.061523
	Iteration 31Q: 3 clusters Score -1243238 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -1243241.500000 Penalty: 4549.061523
	Iteration 32Q: 3 clusters Score -1243242 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -1243244.000000 Penalty: 4549.061523
	Iteration 33Q: 3 clusters Score -1243244 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -1243246.750000 Penalty: 4549.061523
	Iteration 34Q: 3 clusters Score -1243247 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -1243248.625000 Penalty: 4549.061523
	Iteration 35Q: 3 clusters Score -1243249 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -1243250.875000 Penalty: 4549.061523
	Iteration 36Q: 3 clusters Score -1243251 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -1243250.125000 Penalty: 4549.061523
	Iteration 37Q: 3 clusters Score -1243250 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -1243253.750000 Penalty: 4549.061523
	Iteration 38Q: 3 clusters Score -1243254 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -1243253.250000 Penalty: 4549.061523
	Iteration 39Q: 3 clusters Score -1243253 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -1243254.250000 Penalty: 4549.061523
	Iteration 40F: 3 clusters Score -1243254 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -1243257.000000 Penalty: 4549.061523
	Iteration 41Q: 3 clusters Score -1243257 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -1243261.125000 Penalty: 4549.061523
	Iteration 42Q: 3 clusters Score -1243261 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -1243262.250000 Penalty: 4549.061523
	Iteration 43Q: 3 clusters Score -1243262 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -1243265.375000 Penalty: 4549.061523
	Iteration 44Q: 3 clusters Score -1243265 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -1243269.000000 Penalty: 4549.061523
	Iteration 45Q: 3 clusters Score -1243269 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -1243273.250000 Penalty: 4549.061523
	Iteration 46Q: 3 clusters Score -1243273 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -1243277.500000 Penalty: 4549.061523
	Iteration 47Q: 3 clusters Score -1243278 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -1243281.500000 Penalty: 4549.061523
	Iteration 48Q: 3 clusters Score -1243282 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -1243282.625000 Penalty: 4549.061523
	Iteration 49Q: 3 clusters Score -1243283 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -1243283.375000 Penalty: 4549.061523
	Iteration 50Q: 3 clusters Score -1243283 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -1243288.250000 Penalty: 4549.061523
	Iteration 51Q: 3 clusters Score -1243288 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -1243288.125000 Penalty: 4549.061523
	Iteration 52Q: 3 clusters Score -1243288 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -1243289.875000 Penalty: 4549.061523
	Iteration 53Q: 3 clusters Score -1243290 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -1243293.000000 Penalty: 4549.061523
	Iteration 54Q: 3 clusters Score -1243293 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -1243292.875000 Penalty: 4549.061523
	Iteration 55Q: 3 clusters Score -1243293 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -1243292.875000 Penalty: 4549.061523
	Iteration 56Q: 3 clusters Score -1243293 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -1243295.000000 Penalty: 4549.061523
	Iteration 57Q: 3 clusters Score -1243295 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -1243296.500000 Penalty: 4549.061523
	Iteration 58Q: 3 clusters Score -1243296 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -1243294.500000 Penalty: 4549.061523
	Iteration 59Q: 3 clusters Score -1243294 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -1243297.750000 Penalty: 4549.061523
	Iteration 60F: 3 clusters Score -1243298 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -1243295.500000 Penalty: 4549.061523
	Iteration 61Q: 3 clusters Score -1243296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -1243299.125000 Penalty: 4549.061523
	Iteration 62Q: 3 clusters Score -1243299 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -1243302.250000 Penalty: 4549.061523
	Iteration 63Q: 3 clusters Score -1243302 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -1243301.875000 Penalty: 4549.061523
	Iteration 64Q: 3 clusters Score -1243302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -1243302.750000 Penalty: 4549.061523
	Iteration 65Q: 3 clusters Score -1243303 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -1243302.125000 Penalty: 4549.061523
	Iteration 66Q: 3 clusters Score -1243302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -1243305.000000 Penalty: 4549.061523
	Iteration 67Q: 3 clusters Score -1243305 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -1243305.500000 Penalty: 4549.061523
	Iteration 68Q: 3 clusters Score -1243306 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -1243304.750000 Penalty: 4549.061523
	Iteration 69Q: 3 clusters Score -1243305 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -1243303.500000 Penalty: 4549.061523
	Iteration 70Q: 3 clusters Score -1243304 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -1243303.500000 Penalty: 4549.061523
	Iteration 71F: 3 clusters Score -1243304 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (6867 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Entering Unmasked Estep 
Score: -861734.500000 Penalty: 2190.951660
	Iteration 0F: 2 clusters Score -861734.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -856011.437500 Penalty: 4381.903320
	Iteration 0F: 3 clusters Score -856011.4 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -857512.562500 Penalty: 4381.903320
	Iteration 1F: 3 clusters Score -857512.6 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -857757.375000 Penalty: 4381.903320
	Iteration 2F: 3 clusters Score -857757.4 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -857911.875000 Penalty: 4381.903320
	Iteration 3Q: 3 clusters Score -857911.9 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -858032.312500 Penalty: 4381.903320
	Iteration 4Q: 3 clusters Score -858032.3 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -858153.000000 Penalty: 4381.903320
	Iteration 5Q: 3 clusters Score -858153 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -858277.062500 Penalty: 4381.903320
	Iteration 6Q: 3 clusters Score -858277.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -858411.062500 Penalty: 4381.903320
	Iteration 7Q: 3 clusters Score -858411.1 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -858543.937500 Penalty: 4381.903320
	Iteration 8Q: 3 clusters Score -858543.9 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -858677.312500 Penalty: 4381.903320
	Iteration 9Q: 3 clusters Score -858677.3 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -858797.875000 Penalty: 4381.903320
	Iteration 10Q: 3 clusters Score -858797.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -858900.437500 Penalty: 4381.903320
	Iteration 11Q: 3 clusters Score -858900.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -858995.437500 Penalty: 4381.903320
	Iteration 12Q: 3 clusters Score -858995.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -859093.375000 Penalty: 4381.903320
	Iteration 13Q: 3 clusters Score -859093.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -859186.187500 Penalty: 4381.903320
	Iteration 14Q: 3 clusters Score -859186.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -859249.187500 Penalty: 4381.903320
	Iteration 15Q: 3 clusters Score -859249.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -859301.875000 Penalty: 4381.903320
	Iteration 16Q: 3 clusters Score -859301.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -859344.687500 Penalty: 4381.903320
	Iteration 17Q: 3 clusters Score -859344.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -859384.750000 Penalty: 4381.903320
	Iteration 18Q: 3 clusters Score -859384.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -859421.000000 Penalty: 4381.903320
	Iteration 19Q: 3 clusters Score -859421 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -859448.250000 Penalty: 4381.903320
	Iteration 20F: 3 clusters Score -859448.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -859462.500000 Penalty: 4381.903320
	Iteration 21Q: 3 clusters Score -859462.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -859479.250000 Penalty: 4381.903320
	Iteration 22Q: 3 clusters Score -859479.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -859495.312500 Penalty: 4381.903320
	Iteration 23Q: 3 clusters Score -859495.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -859512.000000 Penalty: 4381.903320
	Iteration 24Q: 3 clusters Score -859512 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -859531.312500 Penalty: 4381.903320
	Iteration 25Q: 3 clusters Score -859531.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -859547.625000 Penalty: 4381.903320
	Iteration 26Q: 3 clusters Score -859547.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -859558.625000 Penalty: 4381.903320
	Iteration 27Q: 3 clusters Score -859558.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -859569.312500 Penalty: 4381.903320
	Iteration 28Q: 3 clusters Score -859569.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -859576.312500 Penalty: 4381.903320
	Iteration 29Q: 3 clusters Score -859576.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -859585.625000 Penalty: 4381.903320
	Iteration 30Q: 3 clusters Score -859585.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -859592.062500 Penalty: 4381.903320
	Iteration 31Q: 3 clusters Score -859592.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -859602.062500 Penalty: 4381.903320
	Iteration 32Q: 3 clusters Score -859602.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -859607.812500 Penalty: 4381.903320
	Iteration 33Q: 3 clusters Score -859607.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -859615.375000 Penalty: 4381.903320
	Iteration 34Q: 3 clusters Score -859615.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -859624.937500 Penalty: 4381.903320
	Iteration 35Q: 3 clusters Score -859624.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -859629.812500 Penalty: 4381.903320
	Iteration 36Q: 3 clusters Score -859629.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -859634.062500 Penalty: 4381.903320
	Iteration 37Q: 3 clusters Score -859634.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -859640.812500 Penalty: 4381.903320
	Iteration 38Q: 3 clusters Score -859640.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -859642.062500 Penalty: 4381.903320
	Iteration 39Q: 3 clusters Score -859642.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -859647.437500 Penalty: 4381.903320
	Iteration 40F: 3 clusters Score -859647.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -859650.312500 Penalty: 4381.903320
	Iteration 41Q: 3 clusters Score -859650.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -859651.875000 Penalty: 4381.903320
	Iteration 42Q: 3 clusters Score -859651.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -859652.937500 Penalty: 4381.903320
	Iteration 43Q: 3 clusters Score -859652.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -859656.375000 Penalty: 4381.903320
	Iteration 44Q: 3 clusters Score -859656.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -859656.312500 Penalty: 4381.903320
	Iteration 45Q: 3 clusters Score -859656.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -859657.437500 Penalty: 4381.903320
	Iteration 46Q: 3 clusters Score -859657.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -859658.250000 Penalty: 4381.903320
	Iteration 47Q: 3 clusters Score -859658.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -859659.500000 Penalty: 4381.903320
	Iteration 48Q: 3 clusters Score -859659.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -859658.812500 Penalty: 4381.903320
	Iteration 49Q: 3 clusters Score -859658.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -859660.125000 Penalty: 4381.903320
	Iteration 50Q: 3 clusters Score -859660.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -859659.687500 Penalty: 4381.903320
	Iteration 51Q: 3 clusters Score -859659.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -859663.750000 Penalty: 4381.903320
	Iteration 52Q: 3 clusters Score -859663.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -859666.500000 Penalty: 4381.903320
	Iteration 53Q: 3 clusters Score -859666.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -859667.437500 Penalty: 4381.903320
	Iteration 54Q: 3 clusters Score -859667.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -859668.375000 Penalty: 4381.903320
	Iteration 55Q: 3 clusters Score -859668.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -859669.437500 Penalty: 4381.903320
	Iteration 56Q: 3 clusters Score -859669.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -859670.875000 Penalty: 4381.903320
	Iteration 57Q: 3 clusters Score -859670.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -859672.312500 Penalty: 4381.903320
	Iteration 58Q: 3 clusters Score -859672.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -859673.000000 Penalty: 4381.903320
	Iteration 59Q: 3 clusters Score -859673 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -859677.187500 Penalty: 4381.903320
	Iteration 60F: 3 clusters Score -859677.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -859678.937500 Penalty: 4381.903320
	Iteration 61Q: 3 clusters Score -859678.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -859682.375000 Penalty: 4381.903320
	Iteration 62Q: 3 clusters Score -859682.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -859683.937500 Penalty: 4381.903320
	Iteration 63Q: 3 clusters Score -859683.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -859684.375000 Penalty: 4381.903320
	Iteration 64Q: 3 clusters Score -859684.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -859685.937500 Penalty: 4381.903320
	Iteration 65Q: 3 clusters Score -859685.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -859686.687500 Penalty: 4381.903320
	Iteration 66Q: 3 clusters Score -859686.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -859688.750000 Penalty: 4381.903320
	Iteration 67Q: 3 clusters Score -859688.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -859689.312500 Penalty: 4381.903320
	Iteration 68Q: 3 clusters Score -859689.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -859689.312500 Penalty: 4381.903320
	Iteration 69Q: 3 clusters Score -859689.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -859690.187500 Penalty: 4381.903320
	Iteration 70Q: 3 clusters Score -859690.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -859690.562500 Penalty: 4381.903320
	Iteration 71Q: 3 clusters Score -859690.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -859691.375000 Penalty: 4381.903320
	Iteration 72Q: 3 clusters Score -859691.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -859692.625000 Penalty: 4381.903320
	Iteration 73Q: 3 clusters Score -859692.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -859694.125000 Penalty: 4381.903320
	Iteration 74Q: 3 clusters Score -859694.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -859695.562500 Penalty: 4381.903320
	Iteration 75Q: 3 clusters Score -859695.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -859696.375000 Penalty: 4381.903320
	Iteration 76Q: 3 clusters Score -859696.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -859697.687500 Penalty: 4381.903320
	Iteration 77Q: 3 clusters Score -859697.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -859699.000000 Penalty: 4381.903320
	Iteration 78Q: 3 clusters Score -859699 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -859699.500000 Penalty: 4381.903320
	Iteration 79Q: 3 clusters Score -859699.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -859699.312500 Penalty: 4381.903320
	Iteration 80F: 3 clusters Score -859699.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -859701.750000 Penalty: 4381.903320
	Iteration 81Q: 3 clusters Score -859701.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -859702.125000 Penalty: 4381.903320
	Iteration 82Q: 3 clusters Score -859702.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -859701.750000 Penalty: 4381.903320
	Iteration 83Q: 3 clusters Score -859701.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -859702.750000 Penalty: 4381.903320
	Iteration 84Q: 3 clusters Score -859702.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -859702.500000 Penalty: 4381.903320
	Iteration 85Q: 3 clusters Score -859702.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -859702.500000 Penalty: 4381.903320
	Iteration 86F: 3 clusters Score -859702.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (5311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Entering Unmasked Estep 
Score: -674454.562500 Penalty: 2127.228760
	Iteration 0F: 2 clusters Score -674454.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -669798.437500 Penalty: 4254.457520
	Iteration 0F: 3 clusters Score -669798.4 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -670924.375000 Penalty: 4254.457520
	Iteration 1F: 3 clusters Score -670924.4 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -671175.187500 Penalty: 4254.457520
	Iteration 2F: 3 clusters Score -671175.2 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -671401.062500 Penalty: 4254.457520
	Iteration 3F: 3 clusters Score -671401.1 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -671615.062500 Penalty: 4254.457520
	Iteration 4F: 3 clusters Score -671615.1 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -671805.625000 Penalty: 4254.457520
	Iteration 5Q: 3 clusters Score -671805.6 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -672009.875000 Penalty: 4254.457520
	Iteration 6Q: 3 clusters Score -672009.9 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -672186.312500 Penalty: 4254.457520
	Iteration 7Q: 3 clusters Score -672186.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -672308.687500 Penalty: 4254.457520
	Iteration 8Q: 3 clusters Score -672308.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -672392.250000 Penalty: 4254.457520
	Iteration 9Q: 3 clusters Score -672392.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -672464.000000 Penalty: 4254.457520
	Iteration 10Q: 3 clusters Score -672464 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -672519.750000 Penalty: 4254.457520
	Iteration 11Q: 3 clusters Score -672519.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -672567.312500 Penalty: 4254.457520
	Iteration 12Q: 3 clusters Score -672567.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -672605.937500 Penalty: 4254.457520
	Iteration 13Q: 3 clusters Score -672605.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -672630.000000 Penalty: 4254.457520
	Iteration 14Q: 3 clusters Score -672630 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -672645.750000 Penalty: 4254.457520
	Iteration 15Q: 3 clusters Score -672645.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -672658.562500 Penalty: 4254.457520
	Iteration 16Q: 3 clusters Score -672658.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -672674.062500 Penalty: 4254.457520
	Iteration 17Q: 3 clusters Score -672674.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -672683.375000 Penalty: 4254.457520
	Iteration 18Q: 3 clusters Score -672683.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -672692.687500 Penalty: 4254.457520
	Iteration 19Q: 3 clusters Score -672692.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -672696.312500 Penalty: 4254.457520
	Iteration 20F: 3 clusters Score -672696.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -672700.875000 Penalty: 4254.457520
	Iteration 21Q: 3 clusters Score -672700.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -672704.125000 Penalty: 4254.457520
	Iteration 22Q: 3 clusters Score -672704.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -672711.250000 Penalty: 4254.457520
	Iteration 23Q: 3 clusters Score -672711.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -672717.812500 Penalty: 4254.457520
	Iteration 24Q: 3 clusters Score -672717.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -672724.187500 Penalty: 4254.457520
	Iteration 25Q: 3 clusters Score -672724.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -672726.625000 Penalty: 4254.457520
	Iteration 26Q: 3 clusters Score -672726.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -672728.500000 Penalty: 4254.457520
	Iteration 27Q: 3 clusters Score -672728.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -672729.625000 Penalty: 4254.457520
	Iteration 28Q: 3 clusters Score -672729.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -672730.375000 Penalty: 4254.457520
	Iteration 29Q: 3 clusters Score -672730.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -672730.875000 Penalty: 4254.457520
	Iteration 30Q: 3 clusters Score -672730.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -672732.062500 Penalty: 4254.457520
	Iteration 31Q: 3 clusters Score -672732.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -672732.062500 Penalty: 4254.457520
	Iteration 32F: 3 clusters Score -672732.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (8662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Entering Unmasked Estep 
Score: -1089220.250000 Penalty: 2248.541748
	Iteration 0F: 2 clusters Score -1089220 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -1082473.625000 Penalty: 4497.083496
	Iteration 0F: 3 clusters Score -1082474 nChanged 3543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -1084402.125000 Penalty: 4497.083496
	Iteration 1F: 3 clusters Score -1084402 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -1084718.500000 Penalty: 4497.083496
	Iteration 2F: 3 clusters Score -1084718 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -1084942.250000 Penalty: 4497.083496
	Iteration 3F: 3 clusters Score -1084942 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -1085157.500000 Penalty: 4497.083496
	Iteration 4Q: 3 clusters Score -1085158 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -1085363.125000 Penalty: 4497.083496
	Iteration 5Q: 3 clusters Score -1085363 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -1085557.375000 Penalty: 4497.083496
	Iteration 6Q: 3 clusters Score -1085557 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -1085787.750000 Penalty: 4497.083496
	Iteration 7Q: 3 clusters Score -1085788 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -1086007.250000 Penalty: 4497.083496
	Iteration 8Q: 3 clusters Score -1086007 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -1086231.250000 Penalty: 4497.083496
	Iteration 9Q: 3 clusters Score -1086231 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -1086440.625000 Penalty: 4497.083496
	Iteration 10Q: 3 clusters Score -1086441 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -1086708.750000 Penalty: 4497.083496
	Iteration 11Q: 3 clusters Score -1086709 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -1087047.375000 Penalty: 4497.083496
	Iteration 12Q: 3 clusters Score -1087047 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -1087429.000000 Penalty: 4497.083496
	Iteration 13Q: 3 clusters Score -1087429 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -1087651.000000 Penalty: 4497.083496
	Iteration 14Q: 3 clusters Score -1087651 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -1087763.375000 Penalty: 4497.083496
	Iteration 15Q: 3 clusters Score -1087763 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -1087831.875000 Penalty: 4497.083496
	Iteration 16Q: 3 clusters Score -1087832 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -1087873.500000 Penalty: 4497.083496
	Iteration 17Q: 3 clusters Score -1087874 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -1087899.125000 Penalty: 4497.083496
	Iteration 18Q: 3 clusters Score -1087899 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -1087920.250000 Penalty: 4497.083496
	Iteration 19Q: 3 clusters Score -1087920 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -1087934.625000 Penalty: 4497.083496
	Iteration 20F: 3 clusters Score -1087935 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -1087940.125000 Penalty: 4497.083496
	Iteration 21Q: 3 clusters Score -1087940 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -1087943.125000 Penalty: 4497.083496
	Iteration 22Q: 3 clusters Score -1087943 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -1087943.625000 Penalty: 4497.083496
	Iteration 23Q: 3 clusters Score -1087944 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -1087948.375000 Penalty: 4497.083496
	Iteration 24Q: 3 clusters Score -1087948 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -1087950.875000 Penalty: 4497.083496
	Iteration 25Q: 3 clusters Score -1087951 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -1087949.875000 Penalty: 4497.083496
	Iteration 26Q: 3 clusters Score -1087950 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -1087951.125000 Penalty: 4497.083496
	Iteration 27Q: 3 clusters Score -1087951 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -1087951.625000 Penalty: 4497.083496
	Iteration 28Q: 3 clusters Score -1087952 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -1087952.750000 Penalty: 4497.083496
	Iteration 29Q: 3 clusters Score -1087953 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -1087955.375000 Penalty: 4497.083496
	Iteration 30Q: 3 clusters Score -1087955 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -1087957.375000 Penalty: 4497.083496
	Iteration 31Q: 3 clusters Score -1087957 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -1087956.500000 Penalty: 4497.083496
	Iteration 32Q: 3 clusters Score -1087956 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -1087955.375000 Penalty: 4497.083496
	Iteration 33Q: 3 clusters Score -1087955 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -1087957.625000 Penalty: 4497.083496
	Iteration 34Q: 3 clusters Score -1087958 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -1087957.625000 Penalty: 4497.083496
	Iteration 35F: 3 clusters Score -1087958 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Entering Unmasked Estep 
Score: -45171.582031 Penalty: 1441.904419
	Iteration 0F: 2 clusters Score -45171.58 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 170 members 
Entering Unmasked Estep 
Score: -43922.414062 Penalty: 2883.808838
	Iteration 0F: 3 clusters Score -43922.41 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -44272.652344 Penalty: 2883.808838
	Iteration 1F: 3 clusters Score -44272.65 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -44512.199219 Penalty: 2883.808838
	Iteration 2F: 3 clusters Score -44512.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -44622.031250 Penalty: 2883.808838
	Iteration 3Q: 3 clusters Score -44622.03 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -44682.574219 Penalty: 2883.808838
	Iteration 4Q: 3 clusters Score -44682.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -44734.324219 Penalty: 2883.808838
	Iteration 5Q: 3 clusters Score -44734.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -44760.312500 Penalty: 2883.808838
	Iteration 6Q: 3 clusters Score -44760.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -44763.671875 Penalty: 2883.808838
	Iteration 7Q: 3 clusters Score -44763.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -44763.671875 Penalty: 2883.808838
	Iteration 8F: 3 clusters Score -44763.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Entering Unmasked Estep 
Score: -68038.726562 Penalty: 1516.193237
	Iteration 0F: 2 clusters Score -68038.73 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 211 members 
Entering Unmasked Estep 
Score: -66689.484375 Penalty: 3032.386475
	Iteration 0F: 3 clusters Score -66689.48 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -67070.914062 Penalty: 3032.386475
	Iteration 1F: 3 clusters Score -67070.91 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -67210.890625 Penalty: 3032.386475
	Iteration 2F: 3 clusters Score -67210.89 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -67366.203125 Penalty: 3032.386475
	Iteration 3F: 3 clusters Score -67366.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -67484.328125 Penalty: 3032.386475
	Iteration 4Q: 3 clusters Score -67484.33 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -67557.570312 Penalty: 3032.386475
	Iteration 5Q: 3 clusters Score -67557.57 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -67635.007812 Penalty: 3032.386475
	Iteration 6Q: 3 clusters Score -67635.01 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -67746.812500 Penalty: 3032.386475
	Iteration 7Q: 3 clusters Score -67746.81 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -67835.796875 Penalty: 3032.386475
	Iteration 8Q: 3 clusters Score -67835.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -67872.312500 Penalty: 3032.386475
	Iteration 9Q: 3 clusters Score -67872.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -67920.554688 Penalty: 3032.386475
	Iteration 10Q: 3 clusters Score -67920.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -68003.054688 Penalty: 3032.386475
	Iteration 11Q: 3 clusters Score -68003.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -68039.312500 Penalty: 3032.386475
	Iteration 12Q: 3 clusters Score -68039.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -68050.273438 Penalty: 3032.386475
	Iteration 13Q: 3 clusters Score -68050.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -68060.929688 Penalty: 3032.386475
	Iteration 14Q: 3 clusters Score -68060.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -68060.929688 Penalty: 3032.386475
	Iteration 15F: 3 clusters Score -68060.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 15361 members 
Mstep: Class 3 contains 27067 members 
Mstep: Class 4 contains 35817 members 
Mstep: Class 5 contains 21364 members 
Mstep: Class 6 contains 641 members 
Mstep: Class 7 contains 2493 members 
Mstep: Class 8 contains 48749 members 
Mstep: Class 9 contains 29942 members 
Mstep: Class 10 contains 12108 members 
Mstep: Class 11 contains 4398 members 
Mstep: Class 12 contains 225570 members 
Mstep: Class 13 contains 9177 members 
Mstep: Class 14 contains 5299 members 
Mstep: Class 15 contains 27010 members 
Mstep: Class 16 contains 9441 members 
Mstep: Class 17 contains 9765 members 
Mstep: Class 18 contains 8382 members 
Mstep: Class 19 contains 163150 members 
Mstep: Class 20 contains 41548 members 
Mstep: Class 21 contains 12696 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 10774 members 
Mstep: Class 24 contains 4123 members 
Mstep: Class 25 contains 6795 members 
Mstep: Class 26 contains 60526 members 
Mstep: Class 27 contains 9619 members 
Mstep: Class 28 contains 6867 members 
Mstep: Class 29 contains 5311 members 
Mstep: Class 30 contains 8662 members 
Mstep: Class 31 contains 335 members 
Mstep: Class 32 contains 312 members 
Mstep: Class 33 contains 1802 members 
Mstep: Class 34 contains 8709 members 
Mstep: Class 35 contains 197277 members 
Mstep: Class 36 contains 2890 members 
Mstep: Class 37 contains 4614 members 
Mstep: Class 38 contains 2495 members 
Mstep: Class 39 contains 322 members 
Mstep: Class 40 contains 9957 members 
Mstep: Class 41 contains 27276 members 
Mstep: Class 42 contains 5087 members 
Mstep: Class 43 contains 12596 members 
Mstep: Class 44 contains 1001 members 
Mstep: Class 45 contains 3721 members 
Mstep: Class 46 contains 988 members 
Mstep: Class 47 contains 13836 members 
Mstep: Class 48 contains 384 members 
Mstep: Class 49 contains 4141 members 
Mstep: Class 50 contains 302 members 
Mstep: Class 51 contains 418 members 
Mstep: Class 52 contains 38411 members 
Mstep: Class 53 contains 264 members 
Mstep: Class 54 contains 7305 members 
Mstep: Class 55 contains 451 members 
Mstep: Class 56 contains 1816 members 
Mstep: Class 57 contains 2957 members 
Mstep: Class 58 contains 814 members 
Mstep: Class 59 contains 155 members 
Mstep: Class 60 contains 635 members 
Mstep: Class 61 contains 549 members 
Mstep: Class 62 contains 275 members 
Mstep: Class 63 contains 367 members 
Mstep: Class 64 contains 222 members 
Mstep: Class 65 contains 746 members 
Mstep: Class 66 contains 230 members 
Mstep: Class 67 contains 151 members 
Mstep: Class 68 contains 722 members 
Mstep: Class 69 contains 503 members 
Mstep: Class 70 contains 214 members 
Mstep: Class 71 contains 399 members 
Mstep: Class 72 contains 4064 members 
Mstep: Class 73 contains 252 members 
Mstep: Class 74 contains 392 members 
Mstep: Class 75 contains 219 members 
Mstep: Class 76 contains 302 members 
Mstep: Class 77 contains 383 members 
Mstep: Class 78 contains 347 members 
Mstep: Class 79 contains 140 members 
Mstep: Class 80 contains 259 members 
Entering Unmasked Estep 
Score: -147545056.000000 Penalty: 277521.750000
Splitting cluster 32 changes total score from -147547280.000000 to -147545056.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 33 (1802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Entering Unmasked Estep 
Score: -223586.281250 Penalty: 1859.169800
	Iteration 0F: 2 clusters Score -223586.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -221102.546875 Penalty: 3718.339600
	Iteration 0F: 3 clusters Score -221102.5 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -221557.734375 Penalty: 3718.339600
	Iteration 1F: 3 clusters Score -221557.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -221699.656250 Penalty: 3718.339600
	Iteration 2F: 3 clusters Score -221699.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -221775.500000 Penalty: 3718.339600
	Iteration 3Q: 3 clusters Score -221775.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -221862.765625 Penalty: 3718.339600
	Iteration 4Q: 3 clusters Score -221862.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -221951.984375 Penalty: 3718.339600
	Iteration 5Q: 3 clusters Score -221952 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -222094.843750 Penalty: 3718.339600
	Iteration 6Q: 3 clusters Score -222094.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -222396.453125 Penalty: 3718.339600
	Iteration 7F: 3 clusters Score -222396.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -222634.703125 Penalty: 3718.339600
	Iteration 8F: 3 clusters Score -222634.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -222775.703125 Penalty: 3718.339600
	Iteration 9Q: 3 clusters Score -222775.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -222858.765625 Penalty: 3718.339600
	Iteration 10Q: 3 clusters Score -222858.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -222904.078125 Penalty: 3718.339600
	Iteration 11Q: 3 clusters Score -222904.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -222940.500000 Penalty: 3718.339600
	Iteration 12Q: 3 clusters Score -222940.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -222976.421875 Penalty: 3718.339600
	Iteration 13Q: 3 clusters Score -222976.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -223008.421875 Penalty: 3718.339600
	Iteration 14Q: 3 clusters Score -223008.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -223026.093750 Penalty: 3718.339600
	Iteration 15Q: 3 clusters Score -223026.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -223037.359375 Penalty: 3718.339600
	Iteration 16Q: 3 clusters Score -223037.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -223051.656250 Penalty: 3718.339600
	Iteration 17Q: 3 clusters Score -223051.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -223060.093750 Penalty: 3718.339600
	Iteration 18Q: 3 clusters Score -223060.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -223070.250000 Penalty: 3718.339600
	Iteration 19Q: 3 clusters Score -223070.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -223082.140625 Penalty: 3718.339600
	Iteration 20F: 3 clusters Score -223082.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -223088.484375 Penalty: 3718.339600
	Iteration 21Q: 3 clusters Score -223088.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -223092.781250 Penalty: 3718.339600
	Iteration 22Q: 3 clusters Score -223092.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -223102.218750 Penalty: 3718.339600
	Iteration 23Q: 3 clusters Score -223102.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -223107.359375 Penalty: 3718.339600
	Iteration 24Q: 3 clusters Score -223107.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -223108.609375 Penalty: 3718.339600
	Iteration 25Q: 3 clusters Score -223108.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -223110.453125 Penalty: 3718.339600
	Iteration 26Q: 3 clusters Score -223110.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -223110.875000 Penalty: 3718.339600
	Iteration 27Q: 3 clusters Score -223110.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -223111.859375 Penalty: 3718.339600
	Iteration 28Q: 3 clusters Score -223111.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -223111.859375 Penalty: 3718.339600
	Iteration 29F: 3 clusters Score -223111.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (8709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Entering Unmasked Estep 
Score: -1100233.625000 Penalty: 2249.883789
	Iteration 0F: 2 clusters Score -1100234 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -1093308.875000 Penalty: 4499.767578
	Iteration 0F: 3 clusters Score -1093309 nChanged 3636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -1095195.125000 Penalty: 4499.767578
	Iteration 1F: 3 clusters Score -1095195 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -1095464.500000 Penalty: 4499.767578
	Iteration 2F: 3 clusters Score -1095464 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -1095642.500000 Penalty: 4499.767578
	Iteration 3Q: 3 clusters Score -1095642 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -1095773.750000 Penalty: 4499.767578
	Iteration 4Q: 3 clusters Score -1095774 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -1095874.125000 Penalty: 4499.767578
	Iteration 5Q: 3 clusters Score -1095874 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -1095954.375000 Penalty: 4499.767578
	Iteration 6Q: 3 clusters Score -1095954 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -1096045.500000 Penalty: 4499.767578
	Iteration 7Q: 3 clusters Score -1096046 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -1096131.375000 Penalty: 4499.767578
	Iteration 8Q: 3 clusters Score -1096131 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -1096216.875000 Penalty: 4499.767578
	Iteration 9Q: 3 clusters Score -1096217 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -1096302.500000 Penalty: 4499.767578
	Iteration 10Q: 3 clusters Score -1096302 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -1096377.625000 Penalty: 4499.767578
	Iteration 11Q: 3 clusters Score -1096378 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -1096460.750000 Penalty: 4499.767578
	Iteration 12Q: 3 clusters Score -1096461 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -1096578.000000 Penalty: 4499.767578
	Iteration 13Q: 3 clusters Score -1096578 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -1096736.875000 Penalty: 4499.767578
	Iteration 14Q: 3 clusters Score -1096737 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -1096945.625000 Penalty: 4499.767578
	Iteration 15Q: 3 clusters Score -1096946 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -1097247.750000 Penalty: 4499.767578
	Iteration 16Q: 3 clusters Score -1097248 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -1097552.625000 Penalty: 4499.767578
	Iteration 17Q: 3 clusters Score -1097553 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -1097816.250000 Penalty: 4499.767578
	Iteration 18Q: 3 clusters Score -1097816 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -1098068.000000 Penalty: 4499.767578
	Iteration 19Q: 3 clusters Score -1098068 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -1098302.500000 Penalty: 4499.767578
	Iteration 20F: 3 clusters Score -1098302 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -1098463.125000 Penalty: 4499.767578
	Iteration 21Q: 3 clusters Score -1098463 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -1098560.375000 Penalty: 4499.767578
	Iteration 22Q: 3 clusters Score -1098560 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -1098617.250000 Penalty: 4499.767578
	Iteration 23Q: 3 clusters Score -1098617 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -1098660.625000 Penalty: 4499.767578
	Iteration 24Q: 3 clusters Score -1098661 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -1098679.625000 Penalty: 4499.767578
	Iteration 25Q: 3 clusters Score -1098680 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -1098700.375000 Penalty: 4499.767578
	Iteration 26Q: 3 clusters Score -1098700 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -1098712.750000 Penalty: 4499.767578
	Iteration 27Q: 3 clusters Score -1098713 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -1098724.750000 Penalty: 4499.767578
	Iteration 28Q: 3 clusters Score -1098725 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -1098725.500000 Penalty: 4499.767578
	Iteration 29Q: 3 clusters Score -1098726 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -1098732.750000 Penalty: 4499.767578
	Iteration 30Q: 3 clusters Score -1098733 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -1098731.125000 Penalty: 4499.767578
	Iteration 31Q: 3 clusters Score -1098731 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -1098733.000000 Penalty: 4499.767578
	Iteration 32Q: 3 clusters Score -1098733 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -1098734.000000 Penalty: 4499.767578
	Iteration 33Q: 3 clusters Score -1098734 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -1098735.125000 Penalty: 4499.767578
	Iteration 34Q: 3 clusters Score -1098735 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -1098736.000000 Penalty: 4499.767578
	Iteration 35Q: 3 clusters Score -1098736 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -1098737.000000 Penalty: 4499.767578
	Iteration 36Q: 3 clusters Score -1098737 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -1098738.000000 Penalty: 4499.767578
	Iteration 37Q: 3 clusters Score -1098738 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -1098736.750000 Penalty: 4499.767578
	Iteration 38Q: 3 clusters Score -1098737 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -1098736.750000 Penalty: 4499.767578
	Iteration 39F: 3 clusters Score -1098737 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (197277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197277 members 
Entering Unmasked Estep 
Score: -25388818.000000 Penalty: 3023.706299
	Iteration 0F: 2 clusters Score -2.538882e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98834 members 
Mstep: Class 2 contains 98443 members 
Entering Unmasked Estep 
Score: -25262076.000000 Penalty: 6047.412598
	Iteration 0F: 3 clusters Score -2.526208e+07 nChanged 94898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103784 members 
Mstep: Class 2 contains 93493 members 
Entering Unmasked Estep 
Score: -25317314.000000 Penalty: 6047.412598
	Iteration 1F: 3 clusters Score -2.531731e+07 nChanged 5477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106807 members 
Mstep: Class 2 contains 90470 members 
Entering Unmasked Estep 
Score: -25318588.000000 Penalty: 6047.412598
	Iteration 2Q: 3 clusters Score -2.531859e+07 nChanged 6445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111322 members 
Mstep: Class 2 contains 85955 members 
Entering Unmasked Estep 
Score: -25320578.000000 Penalty: 6047.412598
	Iteration 3Q: 3 clusters Score -2.532058e+07 nChanged 8606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118180 members 
Mstep: Class 2 contains 79097 members 
Entering Unmasked Estep 
Score: -25324116.000000 Penalty: 6047.412598
	Iteration 4Q: 3 clusters Score -2.532412e+07 nChanged 11774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128326 members 
Mstep: Class 2 contains 68951 members 
Entering Unmasked Estep 
Score: -25330900.000000 Penalty: 6047.412598
	Iteration 5F: 3 clusters Score -2.53309e+07 nChanged 15413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142369 members 
Mstep: Class 2 contains 54908 members 
Entering Unmasked Estep 
Score: -25342606.000000 Penalty: 6047.412598
	Iteration 6F: 3 clusters Score -2.534261e+07 nChanged 17796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159105 members 
Mstep: Class 2 contains 38172 members 
Entering Unmasked Estep 
Score: -25358372.000000 Penalty: 6047.412598
	Iteration 7F: 3 clusters Score -2.535837e+07 nChanged 15595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174084 members 
Mstep: Class 2 contains 23193 members 
Entering Unmasked Estep 
Score: -25373592.000000 Penalty: 6047.412598
	Iteration 8F: 3 clusters Score -2.537359e+07 nChanged 10042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183822 members 
Mstep: Class 2 contains 13455 members 
Entering Unmasked Estep 
Score: -25382494.000000 Penalty: 6047.412598
	Iteration 9F: 3 clusters Score -2.538249e+07 nChanged 4971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188621 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -25386494.000000 Penalty: 6047.412598
	Iteration 10Q: 3 clusters Score -2.538649e+07 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190471 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -25387938.000000 Penalty: 6047.412598
	Iteration 11Q: 3 clusters Score -2.538794e+07 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191328 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -25388520.000000 Penalty: 6047.412598
	Iteration 12Q: 3 clusters Score -2.538852e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191924 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -25388766.000000 Penalty: 6047.412598
	Iteration 13Q: 3 clusters Score -2.538877e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192362 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -25388808.000000 Penalty: 6047.412598
	Iteration 14Q: 3 clusters Score -2.538881e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192685 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -25388746.000000 Penalty: 6047.412598
	Iteration 15Q: 3 clusters Score -2.538875e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192941 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -25388674.000000 Penalty: 6047.412598
	Iteration 16Q: 3 clusters Score -2.538867e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193171 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -25388650.000000 Penalty: 6047.412598
	Iteration 17Q: 3 clusters Score -2.538865e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193349 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -25388654.000000 Penalty: 6047.412598
	Iteration 18Q: 3 clusters Score -2.538865e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193491 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -25388660.000000 Penalty: 6047.412598
	Iteration 19Q: 3 clusters Score -2.538866e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193620 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -25388564.000000 Penalty: 6047.412598
	Iteration 20F: 3 clusters Score -2.538856e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193713 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -25388560.000000 Penalty: 6047.412598
	Iteration 21Q: 3 clusters Score -2.538856e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193799 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -25388546.000000 Penalty: 6047.412598
	Iteration 22Q: 3 clusters Score -2.538855e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193861 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -25388538.000000 Penalty: 6047.412598
	Iteration 23Q: 3 clusters Score -2.538854e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193908 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -25388520.000000 Penalty: 6047.412598
	Iteration 24Q: 3 clusters Score -2.538852e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193954 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -25388520.000000 Penalty: 6047.412598
	Iteration 25Q: 3 clusters Score -2.538852e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193983 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -25388520.000000 Penalty: 6047.412598
	Iteration 26Q: 3 clusters Score -2.538852e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194018 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -25388524.000000 Penalty: 6047.412598
	Iteration 27Q: 3 clusters Score -2.538852e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194038 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -25388498.000000 Penalty: 6047.412598
	Iteration 28Q: 3 clusters Score -2.53885e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194056 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -25388468.000000 Penalty: 6047.412598
	Iteration 29Q: 3 clusters Score -2.538847e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194073 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -25388476.000000 Penalty: 6047.412598
	Iteration 30Q: 3 clusters Score -2.538848e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194087 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -25388492.000000 Penalty: 6047.412598
	Iteration 31Q: 3 clusters Score -2.538849e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194096 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -25388480.000000 Penalty: 6047.412598
	Iteration 32Q: 3 clusters Score -2.538848e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194106 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -25388494.000000 Penalty: 6047.412598
	Iteration 33Q: 3 clusters Score -2.538849e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194115 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -25388454.000000 Penalty: 6047.412598
	Iteration 34Q: 3 clusters Score -2.538845e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194127 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -25388458.000000 Penalty: 6047.412598
	Iteration 35Q: 3 clusters Score -2.538846e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194134 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -25388446.000000 Penalty: 6047.412598
	Iteration 36Q: 3 clusters Score -2.538845e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194141 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -25388448.000000 Penalty: 6047.412598
	Iteration 37Q: 3 clusters Score -2.538845e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194152 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -25388452.000000 Penalty: 6047.412598
	Iteration 38Q: 3 clusters Score -2.538845e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194162 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -25388470.000000 Penalty: 6047.412598
	Iteration 39Q: 3 clusters Score -2.538847e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194172 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -25388434.000000 Penalty: 6047.412598
	Iteration 40F: 3 clusters Score -2.538843e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194182 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -25388426.000000 Penalty: 6047.412598
	Iteration 41Q: 3 clusters Score -2.538843e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194192 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -25388432.000000 Penalty: 6047.412598
	Iteration 42Q: 3 clusters Score -2.538843e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194204 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -25388426.000000 Penalty: 6047.412598
	Iteration 43Q: 3 clusters Score -2.538843e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194217 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -25388434.000000 Penalty: 6047.412598
	Iteration 44Q: 3 clusters Score -2.538843e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194228 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -25388416.000000 Penalty: 6047.412598
	Iteration 45Q: 3 clusters Score -2.538842e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194244 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -25388414.000000 Penalty: 6047.412598
	Iteration 46Q: 3 clusters Score -2.538841e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194256 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -25388410.000000 Penalty: 6047.412598
	Iteration 47Q: 3 clusters Score -2.538841e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194266 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -25388412.000000 Penalty: 6047.412598
	Iteration 48Q: 3 clusters Score -2.538841e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194271 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -25388416.000000 Penalty: 6047.412598
	Iteration 49Q: 3 clusters Score -2.538842e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194280 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -25388410.000000 Penalty: 6047.412598
	Iteration 50Q: 3 clusters Score -2.538841e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194284 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -25388406.000000 Penalty: 6047.412598
	Iteration 51Q: 3 clusters Score -2.538841e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194287 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -25388410.000000 Penalty: 6047.412598
	Iteration 52Q: 3 clusters Score -2.538841e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194293 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -25388424.000000 Penalty: 6047.412598
	Iteration 53Q: 3 clusters Score -2.538842e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194299 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -25388426.000000 Penalty: 6047.412598
	Iteration 54Q: 3 clusters Score -2.538843e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194303 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -25388414.000000 Penalty: 6047.412598
	Iteration 55Q: 3 clusters Score -2.538841e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194304 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -25388414.000000 Penalty: 6047.412598
	Iteration 56Q: 3 clusters Score -2.538841e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194305 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -25388406.000000 Penalty: 6047.412598
	Iteration 57Q: 3 clusters Score -2.538841e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194305 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -25388406.000000 Penalty: 6047.412598
	Iteration 58F: 3 clusters Score -2.538841e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (2890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Entering Unmasked Estep 
Score: -352053.218750 Penalty: 1976.314941
	Iteration 0F: 2 clusters Score -352053.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -348827.031250 Penalty: 3952.629883
	Iteration 0F: 3 clusters Score -348827 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -349510.531250 Penalty: 3952.629883
	Iteration 1F: 3 clusters Score -349510.5 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -349726.812500 Penalty: 3952.629883
	Iteration 2F: 3 clusters Score -349726.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -349886.125000 Penalty: 3952.629883
	Iteration 3F: 3 clusters Score -349886.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -350005.906250 Penalty: 3952.629883
	Iteration 4Q: 3 clusters Score -350005.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -350111.156250 Penalty: 3952.629883
	Iteration 5Q: 3 clusters Score -350111.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -350187.625000 Penalty: 3952.629883
	Iteration 6Q: 3 clusters Score -350187.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -350249.093750 Penalty: 3952.629883
	Iteration 7Q: 3 clusters Score -350249.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -350294.687500 Penalty: 3952.629883
	Iteration 8Q: 3 clusters Score -350294.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -350327.968750 Penalty: 3952.629883
	Iteration 9Q: 3 clusters Score -350328 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -350354.843750 Penalty: 3952.629883
	Iteration 10Q: 3 clusters Score -350354.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -350382.375000 Penalty: 3952.629883
	Iteration 11Q: 3 clusters Score -350382.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -350410.500000 Penalty: 3952.629883
	Iteration 12Q: 3 clusters Score -350410.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -350430.406250 Penalty: 3952.629883
	Iteration 13Q: 3 clusters Score -350430.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -350459.437500 Penalty: 3952.629883
	Iteration 14Q: 3 clusters Score -350459.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -350492.531250 Penalty: 3952.629883
	Iteration 15Q: 3 clusters Score -350492.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -350529.343750 Penalty: 3952.629883
	Iteration 16Q: 3 clusters Score -350529.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -350567.687500 Penalty: 3952.629883
	Iteration 17Q: 3 clusters Score -350567.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -350603.843750 Penalty: 3952.629883
	Iteration 18Q: 3 clusters Score -350603.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -350646.593750 Penalty: 3952.629883
	Iteration 19Q: 3 clusters Score -350646.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -350688.687500 Penalty: 3952.629883
	Iteration 20F: 3 clusters Score -350688.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -350731.656250 Penalty: 3952.629883
	Iteration 21Q: 3 clusters Score -350731.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -350790.125000 Penalty: 3952.629883
	Iteration 22Q: 3 clusters Score -350790.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -350833.687500 Penalty: 3952.629883
	Iteration 23Q: 3 clusters Score -350833.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -350872.875000 Penalty: 3952.629883
	Iteration 24Q: 3 clusters Score -350872.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -350904.156250 Penalty: 3952.629883
	Iteration 25Q: 3 clusters Score -350904.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -350939.625000 Penalty: 3952.629883
	Iteration 26Q: 3 clusters Score -350939.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -350990.468750 Penalty: 3952.629883
	Iteration 27Q: 3 clusters Score -350990.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -351023.343750 Penalty: 3952.629883
	Iteration 28Q: 3 clusters Score -351023.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -351043.406250 Penalty: 3952.629883
	Iteration 29Q: 3 clusters Score -351043.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -351062.406250 Penalty: 3952.629883
	Iteration 30Q: 3 clusters Score -351062.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -351077.250000 Penalty: 3952.629883
	Iteration 31Q: 3 clusters Score -351077.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -351089.875000 Penalty: 3952.629883
	Iteration 32Q: 3 clusters Score -351089.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -351096.281250 Penalty: 3952.629883
	Iteration 33Q: 3 clusters Score -351096.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -351098.468750 Penalty: 3952.629883
	Iteration 34Q: 3 clusters Score -351098.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -351100.093750 Penalty: 3952.629883
	Iteration 35Q: 3 clusters Score -351100.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -351101.281250 Penalty: 3952.629883
	Iteration 36Q: 3 clusters Score -351101.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -351102.500000 Penalty: 3952.629883
	Iteration 37Q: 3 clusters Score -351102.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -351104.187500 Penalty: 3952.629883
	Iteration 38Q: 3 clusters Score -351104.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -351104.656250 Penalty: 3952.629883
	Iteration 39Q: 3 clusters Score -351104.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -351105.218750 Penalty: 3952.629883
	Iteration 40F: 3 clusters Score -351105.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -351105.656250 Penalty: 3952.629883
	Iteration 41Q: 3 clusters Score -351105.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -351106.375000 Penalty: 3952.629883
	Iteration 42Q: 3 clusters Score -351106.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -351106.375000 Penalty: 3952.629883
	Iteration 43F: 3 clusters Score -351106.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (4614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Entering Unmasked Estep 
Score: -578298.875000 Penalty: 2092.338867
	Iteration 0F: 2 clusters Score -578298.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -573974.375000 Penalty: 4184.677734
	Iteration 0F: 3 clusters Score -573974.4 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -575001.500000 Penalty: 4184.677734
	Iteration 1F: 3 clusters Score -575001.5 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -575256.750000 Penalty: 4184.677734
	Iteration 2F: 3 clusters Score -575256.8 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -575440.000000 Penalty: 4184.677734
	Iteration 3F: 3 clusters Score -575440 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -575590.625000 Penalty: 4184.677734
	Iteration 4F: 3 clusters Score -575590.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -575710.125000 Penalty: 4184.677734
	Iteration 5Q: 3 clusters Score -575710.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -575811.062500 Penalty: 4184.677734
	Iteration 6Q: 3 clusters Score -575811.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -575910.562500 Penalty: 4184.677734
	Iteration 7Q: 3 clusters Score -575910.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -576015.437500 Penalty: 4184.677734
	Iteration 8Q: 3 clusters Score -576015.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -576111.375000 Penalty: 4184.677734
	Iteration 9Q: 3 clusters Score -576111.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -576182.250000 Penalty: 4184.677734
	Iteration 10Q: 3 clusters Score -576182.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -576247.312500 Penalty: 4184.677734
	Iteration 11Q: 3 clusters Score -576247.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -576288.625000 Penalty: 4184.677734
	Iteration 12Q: 3 clusters Score -576288.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -576322.437500 Penalty: 4184.677734
	Iteration 13Q: 3 clusters Score -576322.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -576353.750000 Penalty: 4184.677734
	Iteration 14Q: 3 clusters Score -576353.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -576377.812500 Penalty: 4184.677734
	Iteration 15Q: 3 clusters Score -576377.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -576403.187500 Penalty: 4184.677734
	Iteration 16Q: 3 clusters Score -576403.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -576421.312500 Penalty: 4184.677734
	Iteration 17Q: 3 clusters Score -576421.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -576433.812500 Penalty: 4184.677734
	Iteration 18Q: 3 clusters Score -576433.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -576443.625000 Penalty: 4184.677734
	Iteration 19Q: 3 clusters Score -576443.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -576450.937500 Penalty: 4184.677734
	Iteration 20F: 3 clusters Score -576450.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -576460.250000 Penalty: 4184.677734
	Iteration 21Q: 3 clusters Score -576460.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -576474.375000 Penalty: 4184.677734
	Iteration 22Q: 3 clusters Score -576474.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -576486.437500 Penalty: 4184.677734
	Iteration 23Q: 3 clusters Score -576486.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -576492.750000 Penalty: 4184.677734
	Iteration 24Q: 3 clusters Score -576492.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -576496.187500 Penalty: 4184.677734
	Iteration 25Q: 3 clusters Score -576496.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -576498.062500 Penalty: 4184.677734
	Iteration 26Q: 3 clusters Score -576498.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -576500.375000 Penalty: 4184.677734
	Iteration 27Q: 3 clusters Score -576500.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -576502.562500 Penalty: 4184.677734
	Iteration 28Q: 3 clusters Score -576502.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -576502.625000 Penalty: 4184.677734
	Iteration 29Q: 3 clusters Score -576502.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -576503.062500 Penalty: 4184.677734
	Iteration 30Q: 3 clusters Score -576503.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -576506.000000 Penalty: 4184.677734
	Iteration 31Q: 3 clusters Score -576506 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -576506.437500 Penalty: 4184.677734
	Iteration 32Q: 3 clusters Score -576506.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -576506.437500 Penalty: 4184.677734
	Iteration 33F: 3 clusters Score -576506.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (2495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Entering Unmasked Estep 
Score: -313165.031250 Penalty: 1939.866943
	Iteration 0F: 2 clusters Score -313165 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -310245.250000 Penalty: 3879.733887
	Iteration 0F: 3 clusters Score -310245.2 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -310818.906250 Penalty: 3879.733887
	Iteration 1F: 3 clusters Score -310818.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -310967.906250 Penalty: 3879.733887
	Iteration 2F: 3 clusters Score -310967.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -311042.312500 Penalty: 3879.733887
	Iteration 3Q: 3 clusters Score -311042.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -311090.000000 Penalty: 3879.733887
	Iteration 4Q: 3 clusters Score -311090 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -311135.281250 Penalty: 3879.733887
	Iteration 5Q: 3 clusters Score -311135.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -311161.937500 Penalty: 3879.733887
	Iteration 6Q: 3 clusters Score -311161.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -311185.593750 Penalty: 3879.733887
	Iteration 7Q: 3 clusters Score -311185.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -311206.375000 Penalty: 3879.733887
	Iteration 8Q: 3 clusters Score -311206.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -311226.656250 Penalty: 3879.733887
	Iteration 9Q: 3 clusters Score -311226.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -311233.875000 Penalty: 3879.733887
	Iteration 10Q: 3 clusters Score -311233.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -311241.000000 Penalty: 3879.733887
	Iteration 11Q: 3 clusters Score -311241 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -311245.312500 Penalty: 3879.733887
	Iteration 12Q: 3 clusters Score -311245.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -311249.750000 Penalty: 3879.733887
	Iteration 13Q: 3 clusters Score -311249.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -311253.843750 Penalty: 3879.733887
	Iteration 14Q: 3 clusters Score -311253.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -311261.468750 Penalty: 3879.733887
	Iteration 15Q: 3 clusters Score -311261.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -311263.312500 Penalty: 3879.733887
	Iteration 16Q: 3 clusters Score -311263.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -311264.781250 Penalty: 3879.733887
	Iteration 17Q: 3 clusters Score -311264.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -311265.218750 Penalty: 3879.733887
	Iteration 18Q: 3 clusters Score -311265.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -311267.812500 Penalty: 3879.733887
	Iteration 19Q: 3 clusters Score -311267.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -311268.781250 Penalty: 3879.733887
	Iteration 20F: 3 clusters Score -311268.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -311269.875000 Penalty: 3879.733887
	Iteration 21Q: 3 clusters Score -311269.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -311271.062500 Penalty: 3879.733887
	Iteration 22Q: 3 clusters Score -311271.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -311271.656250 Penalty: 3879.733887
	Iteration 23Q: 3 clusters Score -311271.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -311271.656250 Penalty: 3879.733887
	Iteration 24F: 3 clusters Score -311271.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (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: -17997.205078 Penalty: 1432.088745
	Iteration 0F: 2 clusters Score -17997.21 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: -16883.156250 Penalty: 2864.177490
	Iteration 0F: 3 clusters Score -16883.16 nChanged 71
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: -17167.507812 Penalty: 2864.177490
	Iteration 1F: 3 clusters Score -17167.51 nChanged 19
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: -17255.931641 Penalty: 2864.177490
	Iteration 2F: 3 clusters Score -17255.93 nChanged 14
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: -17287.712891 Penalty: 2864.177490
	Iteration 3Q: 3 clusters Score -17287.71 nChanged 4
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: -17299.361328 Penalty: 2864.177490
	Iteration 4Q: 3 clusters Score -17299.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -17305.373047 Penalty: 2864.177490
	Iteration 5Q: 3 clusters Score -17305.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -17310.142578 Penalty: 2864.177490
	Iteration 6Q: 3 clusters Score -17310.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -17310.142578 Penalty: 2864.177490
	Iteration 7F: 3 clusters Score -17310.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (9957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Entering Unmasked Estep 
Score: -1133428.750000 Penalty: 2283.095703
	Iteration 0F: 2 clusters Score -1133429 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -1125755.875000 Penalty: 4566.191406
	Iteration 0F: 3 clusters Score -1125756 nChanged 4159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -1128050.750000 Penalty: 4566.191406
	Iteration 1F: 3 clusters Score -1128051 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -1128611.750000 Penalty: 4566.191406
	Iteration 2F: 3 clusters Score -1128612 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -1129179.000000 Penalty: 4566.191406
	Iteration 3F: 3 clusters Score -1129179 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -1129622.000000 Penalty: 4566.191406
	Iteration 4F: 3 clusters Score -1129622 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -1129953.625000 Penalty: 4566.191406
	Iteration 5F: 3 clusters Score -1129954 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -1130264.250000 Penalty: 4566.191406
	Iteration 6Q: 3 clusters Score -1130264 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -1130588.250000 Penalty: 4566.191406
	Iteration 7Q: 3 clusters Score -1130588 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -1130862.875000 Penalty: 4566.191406
	Iteration 8Q: 3 clusters Score -1130863 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -1131073.500000 Penalty: 4566.191406
	Iteration 9Q: 3 clusters Score -1131074 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -1131236.750000 Penalty: 4566.191406
	Iteration 10Q: 3 clusters Score -1131237 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -1131380.500000 Penalty: 4566.191406
	Iteration 11Q: 3 clusters Score -1131380 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -1131504.000000 Penalty: 4566.191406
	Iteration 12Q: 3 clusters Score -1131504 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -1131607.625000 Penalty: 4566.191406
	Iteration 13Q: 3 clusters Score -1131608 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -1131694.250000 Penalty: 4566.191406
	Iteration 14Q: 3 clusters Score -1131694 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -1131768.625000 Penalty: 4566.191406
	Iteration 15Q: 3 clusters Score -1131769 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -1131825.375000 Penalty: 4566.191406
	Iteration 16Q: 3 clusters Score -1131825 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -1131892.750000 Penalty: 4566.191406
	Iteration 17Q: 3 clusters Score -1131893 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -1131958.750000 Penalty: 4566.191406
	Iteration 18Q: 3 clusters Score -1131959 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -1132012.375000 Penalty: 4566.191406
	Iteration 19Q: 3 clusters Score -1132012 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -1132071.250000 Penalty: 4566.191406
	Iteration 20F: 3 clusters Score -1132071 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -1132131.375000 Penalty: 4566.191406
	Iteration 21Q: 3 clusters Score -1132131 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -1132197.375000 Penalty: 4566.191406
	Iteration 22Q: 3 clusters Score -1132197 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -1132255.000000 Penalty: 4566.191406
	Iteration 23Q: 3 clusters Score -1132255 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -1132305.625000 Penalty: 4566.191406
	Iteration 24Q: 3 clusters Score -1132306 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -1132363.875000 Penalty: 4566.191406
	Iteration 25Q: 3 clusters Score -1132364 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -1132436.500000 Penalty: 4566.191406
	Iteration 26Q: 3 clusters Score -1132436 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -1132518.625000 Penalty: 4566.191406
	Iteration 27Q: 3 clusters Score -1132519 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -1132594.125000 Penalty: 4566.191406
	Iteration 28Q: 3 clusters Score -1132594 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -1132661.375000 Penalty: 4566.191406
	Iteration 29Q: 3 clusters Score -1132661 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -1132726.500000 Penalty: 4566.191406
	Iteration 30Q: 3 clusters Score -1132726 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -1132780.875000 Penalty: 4566.191406
	Iteration 31Q: 3 clusters Score -1132781 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -1132821.000000 Penalty: 4566.191406
	Iteration 32Q: 3 clusters Score -1132821 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -1132863.500000 Penalty: 4566.191406
	Iteration 33Q: 3 clusters Score -1132864 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -1132905.250000 Penalty: 4566.191406
	Iteration 34Q: 3 clusters Score -1132905 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -1132944.500000 Penalty: 4566.191406
	Iteration 35Q: 3 clusters Score -1132944 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -1132975.500000 Penalty: 4566.191406
	Iteration 36Q: 3 clusters Score -1132976 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -1133000.875000 Penalty: 4566.191406
	Iteration 37Q: 3 clusters Score -1133001 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -1133021.000000 Penalty: 4566.191406
	Iteration 38Q: 3 clusters Score -1133021 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -1133036.625000 Penalty: 4566.191406
	Iteration 39Q: 3 clusters Score -1133037 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -1133043.250000 Penalty: 4566.191406
	Iteration 40F: 3 clusters Score -1133043 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -1133048.500000 Penalty: 4566.191406
	Iteration 41Q: 3 clusters Score -1133048 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -1133051.000000 Penalty: 4566.191406
	Iteration 42Q: 3 clusters Score -1133051 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -1133055.125000 Penalty: 4566.191406
	Iteration 43Q: 3 clusters Score -1133055 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -1133058.000000 Penalty: 4566.191406
	Iteration 44Q: 3 clusters Score -1133058 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -1133066.875000 Penalty: 4566.191406
	Iteration 45Q: 3 clusters Score -1133067 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -1133068.375000 Penalty: 4566.191406
	Iteration 46Q: 3 clusters Score -1133068 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -1133075.375000 Penalty: 4566.191406
	Iteration 47Q: 3 clusters Score -1133075 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -1133079.625000 Penalty: 4566.191406
	Iteration 48Q: 3 clusters Score -1133080 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -1133081.250000 Penalty: 4566.191406
	Iteration 49Q: 3 clusters Score -1133081 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -1133083.625000 Penalty: 4566.191406
	Iteration 50Q: 3 clusters Score -1133084 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -1133087.875000 Penalty: 4566.191406
	Iteration 51Q: 3 clusters Score -1133088 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -1133086.250000 Penalty: 4566.191406
	Iteration 52Q: 3 clusters Score -1133086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -1133085.375000 Penalty: 4566.191406
	Iteration 53Q: 3 clusters Score -1133085 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -1133085.375000 Penalty: 4566.191406
	Iteration 54F: 3 clusters Score -1133085 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (27276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27276 members 
Entering Unmasked Estep 
Score: -3473617.500000 Penalty: 2533.012939
	Iteration 0F: 2 clusters Score -3473618 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13642 members 
Mstep: Class 2 contains 13634 members 
Entering Unmasked Estep 
Score: -3454804.500000 Penalty: 5066.025879
	Iteration 0F: 3 clusters Score -3454804 nChanged 12259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13815 members 
Mstep: Class 2 contains 13461 members 
Entering Unmasked Estep 
Score: -3461390.500000 Penalty: 5066.025879
	Iteration 1F: 3 clusters Score -3461390 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13951 members 
Mstep: Class 2 contains 13325 members 
Entering Unmasked Estep 
Score: -3461890.000000 Penalty: 5066.025879
	Iteration 2F: 3 clusters Score -3461890 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14178 members 
Mstep: Class 2 contains 13098 members 
Entering Unmasked Estep 
Score: -3462409.500000 Penalty: 5066.025879
	Iteration 3Q: 3 clusters Score -3462410 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14481 members 
Mstep: Class 2 contains 12795 members 
Entering Unmasked Estep 
Score: -3462891.500000 Penalty: 5066.025879
	Iteration 4Q: 3 clusters Score -3462892 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14862 members 
Mstep: Class 2 contains 12414 members 
Entering Unmasked Estep 
Score: -3463427.250000 Penalty: 5066.025879
	Iteration 5Q: 3 clusters Score -3463427 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15387 members 
Mstep: Class 2 contains 11889 members 
Entering Unmasked Estep 
Score: -3463991.000000 Penalty: 5066.025879
	Iteration 6Q: 3 clusters Score -3463991 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16099 members 
Mstep: Class 2 contains 11177 members 
Entering Unmasked Estep 
Score: -3464668.500000 Penalty: 5066.025879
	Iteration 7Q: 3 clusters Score -3464668 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16968 members 
Mstep: Class 2 contains 10308 members 
Entering Unmasked Estep 
Score: -3465360.250000 Penalty: 5066.025879
	Iteration 8Q: 3 clusters Score -3465360 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18030 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -3466217.750000 Penalty: 5066.025879
	Iteration 9F: 3 clusters Score -3466218 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19180 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -3467104.750000 Penalty: 5066.025879
	Iteration 10F: 3 clusters Score -3467105 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20271 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -3467907.000000 Penalty: 5066.025879
	Iteration 11Q: 3 clusters Score -3467907 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21294 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -3468648.500000 Penalty: 5066.025879
	Iteration 12Q: 3 clusters Score -3468648 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22124 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -3469238.000000 Penalty: 5066.025879
	Iteration 13Q: 3 clusters Score -3469238 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22778 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -3469698.000000 Penalty: 5066.025879
	Iteration 14Q: 3 clusters Score -3469698 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23331 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -3470178.500000 Penalty: 5066.025879
	Iteration 15Q: 3 clusters Score -3470178 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23770 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -3470660.250000 Penalty: 5066.025879
	Iteration 16Q: 3 clusters Score -3470660 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24117 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -3471076.250000 Penalty: 5066.025879
	Iteration 17Q: 3 clusters Score -3471076 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24355 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -3471410.750000 Penalty: 5066.025879
	Iteration 18Q: 3 clusters Score -3471411 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24512 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -3471633.500000 Penalty: 5066.025879
	Iteration 19Q: 3 clusters Score -3471634 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24608 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -3471730.250000 Penalty: 5066.025879
	Iteration 20F: 3 clusters Score -3471730 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24701 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -3471814.500000 Penalty: 5066.025879
	Iteration 21Q: 3 clusters Score -3471814 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24768 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -3471886.000000 Penalty: 5066.025879
	Iteration 22Q: 3 clusters Score -3471886 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24840 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -3471925.750000 Penalty: 5066.025879
	Iteration 23Q: 3 clusters Score -3471926 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24888 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -3471967.500000 Penalty: 5066.025879
	Iteration 24Q: 3 clusters Score -3471968 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24922 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -3471986.250000 Penalty: 5066.025879
	Iteration 25Q: 3 clusters Score -3471986 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24952 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -3472003.750000 Penalty: 5066.025879
	Iteration 26Q: 3 clusters Score -3472004 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24975 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -3472012.500000 Penalty: 5066.025879
	Iteration 27Q: 3 clusters Score -3472012 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24999 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -3472015.000000 Penalty: 5066.025879
	Iteration 28Q: 3 clusters Score -3472015 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25016 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -3472028.250000 Penalty: 5066.025879
	Iteration 29Q: 3 clusters Score -3472028 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25036 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -3472034.750000 Penalty: 5066.025879
	Iteration 30Q: 3 clusters Score -3472035 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25050 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -3472034.500000 Penalty: 5066.025879
	Iteration 31Q: 3 clusters Score -3472034 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25074 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -3472043.750000 Penalty: 5066.025879
	Iteration 32Q: 3 clusters Score -3472044 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25097 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -3472051.750000 Penalty: 5066.025879
	Iteration 33Q: 3 clusters Score -3472052 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25110 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -3472060.750000 Penalty: 5066.025879
	Iteration 34Q: 3 clusters Score -3472061 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25119 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -3472061.250000 Penalty: 5066.025879
	Iteration 35Q: 3 clusters Score -3472061 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25128 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -3472061.000000 Penalty: 5066.025879
	Iteration 36Q: 3 clusters Score -3472061 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25136 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -3472058.250000 Penalty: 5066.025879
	Iteration 37Q: 3 clusters Score -3472058 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25143 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -3472064.750000 Penalty: 5066.025879
	Iteration 38Q: 3 clusters Score -3472065 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25154 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -3472069.500000 Penalty: 5066.025879
	Iteration 39Q: 3 clusters Score -3472070 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25165 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -3472070.500000 Penalty: 5066.025879
	Iteration 40F: 3 clusters Score -3472070 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25173 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -3472072.500000 Penalty: 5066.025879
	Iteration 41Q: 3 clusters Score -3472072 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25179 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -3472075.500000 Penalty: 5066.025879
	Iteration 42Q: 3 clusters Score -3472076 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25186 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -3472074.500000 Penalty: 5066.025879
	Iteration 43Q: 3 clusters Score -3472074 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25200 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -3472066.000000 Penalty: 5066.025879
	Iteration 44Q: 3 clusters Score -3472066 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25208 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -3472067.500000 Penalty: 5066.025879
	Iteration 45Q: 3 clusters Score -3472068 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25212 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -3472066.500000 Penalty: 5066.025879
	Iteration 46Q: 3 clusters Score -3472066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25215 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -3472069.000000 Penalty: 5066.025879
	Iteration 47Q: 3 clusters Score -3472069 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25217 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -3472071.250000 Penalty: 5066.025879
	Iteration 48Q: 3 clusters Score -3472071 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25220 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -3472071.500000 Penalty: 5066.025879
	Iteration 49Q: 3 clusters Score -3472072 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25222 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -3472073.500000 Penalty: 5066.025879
	Iteration 50Q: 3 clusters Score -3472074 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25225 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -3472072.250000 Penalty: 5066.025879
	Iteration 51Q: 3 clusters Score -3472072 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25228 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -3472077.250000 Penalty: 5066.025879
	Iteration 52Q: 3 clusters Score -3472077 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25227 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -3472077.500000 Penalty: 5066.025879
	Iteration 53Q: 3 clusters Score -3472078 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25227 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -3472077.500000 Penalty: 5066.025879
	Iteration 54F: 3 clusters Score -3472078 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (5087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Entering Unmasked Estep 
Score: -635555.312500 Penalty: 2116.541992
	Iteration 0F: 2 clusters Score -635555.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -630935.750000 Penalty: 4233.083984
	Iteration 0F: 3 clusters Score -630935.8 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -632084.562500 Penalty: 4233.083984
	Iteration 1F: 3 clusters Score -632084.6 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -632318.375000 Penalty: 4233.083984
	Iteration 2F: 3 clusters Score -632318.4 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -632453.125000 Penalty: 4233.083984
	Iteration 3Q: 3 clusters Score -632453.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -632558.187500 Penalty: 4233.083984
	Iteration 4Q: 3 clusters Score -632558.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -632635.375000 Penalty: 4233.083984
	Iteration 5Q: 3 clusters Score -632635.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -632699.062500 Penalty: 4233.083984
	Iteration 6Q: 3 clusters Score -632699.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -632770.375000 Penalty: 4233.083984
	Iteration 7Q: 3 clusters Score -632770.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -632852.812500 Penalty: 4233.083984
	Iteration 8Q: 3 clusters Score -632852.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -632937.250000 Penalty: 4233.083984
	Iteration 9Q: 3 clusters Score -632937.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -633010.375000 Penalty: 4233.083984
	Iteration 10Q: 3 clusters Score -633010.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -633093.125000 Penalty: 4233.083984
	Iteration 11Q: 3 clusters Score -633093.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -633167.437500 Penalty: 4233.083984
	Iteration 12Q: 3 clusters Score -633167.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -633246.937500 Penalty: 4233.083984
	Iteration 13Q: 3 clusters Score -633246.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -633337.500000 Penalty: 4233.083984
	Iteration 14Q: 3 clusters Score -633337.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -633437.625000 Penalty: 4233.083984
	Iteration 15Q: 3 clusters Score -633437.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -633543.625000 Penalty: 4233.083984
	Iteration 16Q: 3 clusters Score -633543.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -633680.437500 Penalty: 4233.083984
	Iteration 17Q: 3 clusters Score -633680.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -633878.375000 Penalty: 4233.083984
	Iteration 18Q: 3 clusters Score -633878.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -634142.312500 Penalty: 4233.083984
	Iteration 19Q: 3 clusters Score -634142.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -634388.187500 Penalty: 4233.083984
	Iteration 20F: 3 clusters Score -634388.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -634533.437500 Penalty: 4233.083984
	Iteration 21Q: 3 clusters Score -634533.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -634629.000000 Penalty: 4233.083984
	Iteration 22Q: 3 clusters Score -634629 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -634673.062500 Penalty: 4233.083984
	Iteration 23Q: 3 clusters Score -634673.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -634703.062500 Penalty: 4233.083984
	Iteration 24Q: 3 clusters Score -634703.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -634712.750000 Penalty: 4233.083984
	Iteration 25Q: 3 clusters Score -634712.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -634719.687500 Penalty: 4233.083984
	Iteration 26Q: 3 clusters Score -634719.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -634722.687500 Penalty: 4233.083984
	Iteration 27Q: 3 clusters Score -634722.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -634725.437500 Penalty: 4233.083984
	Iteration 28Q: 3 clusters Score -634725.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -634726.875000 Penalty: 4233.083984
	Iteration 29Q: 3 clusters Score -634726.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -634728.125000 Penalty: 4233.083984
	Iteration 30Q: 3 clusters Score -634728.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -634727.625000 Penalty: 4233.083984
	Iteration 31Q: 3 clusters Score -634727.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -634728.875000 Penalty: 4233.083984
	Iteration 32Q: 3 clusters Score -634728.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -634728.187500 Penalty: 4233.083984
	Iteration 33Q: 3 clusters Score -634728.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -634729.312500 Penalty: 4233.083984
	Iteration 34Q: 3 clusters Score -634729.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -634728.500000 Penalty: 4233.083984
	Iteration 35Q: 3 clusters Score -634728.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -634728.500000 Penalty: 4233.083984
	Iteration 36F: 3 clusters Score -634728.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (12596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12596 members 
Entering Unmasked Estep 
Score: -1594169.250000 Penalty: 2341.401367
	Iteration 0F: 2 clusters Score -1594169 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -1584783.875000 Penalty: 4682.802734
	Iteration 0F: 3 clusters Score -1584784 nChanged 5356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -1587751.625000 Penalty: 4682.802734
	Iteration 1F: 3 clusters Score -1587752 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -1588155.125000 Penalty: 4682.802734
	Iteration 2F: 3 clusters Score -1588155 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -1588483.625000 Penalty: 4682.802734
	Iteration 3F: 3 clusters Score -1588484 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -1588819.000000 Penalty: 4682.802734
	Iteration 4Q: 3 clusters Score -1588819 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -1589165.625000 Penalty: 4682.802734
	Iteration 5Q: 3 clusters Score -1589166 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -1589540.750000 Penalty: 4682.802734
	Iteration 6Q: 3 clusters Score -1589541 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -1589904.500000 Penalty: 4682.802734
	Iteration 7Q: 3 clusters Score -1589904 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -1590341.000000 Penalty: 4682.802734
	Iteration 8Q: 3 clusters Score -1590341 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -1590722.875000 Penalty: 4682.802734
	Iteration 9Q: 3 clusters Score -1590723 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -1591086.125000 Penalty: 4682.802734
	Iteration 10Q: 3 clusters Score -1591086 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -1591395.875000 Penalty: 4682.802734
	Iteration 11Q: 3 clusters Score -1591396 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -1591657.500000 Penalty: 4682.802734
	Iteration 12Q: 3 clusters Score -1591658 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -1591884.250000 Penalty: 4682.802734
	Iteration 13Q: 3 clusters Score -1591884 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -1592052.625000 Penalty: 4682.802734
	Iteration 14Q: 3 clusters Score -1592053 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -1592199.250000 Penalty: 4682.802734
	Iteration 15Q: 3 clusters Score -1592199 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -1592341.125000 Penalty: 4682.802734
	Iteration 16Q: 3 clusters Score -1592341 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -1592469.500000 Penalty: 4682.802734
	Iteration 17Q: 3 clusters Score -1592470 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -1592587.125000 Penalty: 4682.802734
	Iteration 18Q: 3 clusters Score -1592587 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -1592712.125000 Penalty: 4682.802734
	Iteration 19Q: 3 clusters Score -1592712 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -1592849.375000 Penalty: 4682.802734
	Iteration 20F: 3 clusters Score -1592849 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -1592959.875000 Penalty: 4682.802734
	Iteration 21Q: 3 clusters Score -1592960 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -1593066.750000 Penalty: 4682.802734
	Iteration 22Q: 3 clusters Score -1593067 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -1593159.875000 Penalty: 4682.802734
	Iteration 23Q: 3 clusters Score -1593160 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -1593231.875000 Penalty: 4682.802734
	Iteration 24Q: 3 clusters Score -1593232 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -1593267.500000 Penalty: 4682.802734
	Iteration 25Q: 3 clusters Score -1593268 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -1593299.375000 Penalty: 4682.802734
	Iteration 26Q: 3 clusters Score -1593299 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -1593321.875000 Penalty: 4682.802734
	Iteration 27Q: 3 clusters Score -1593322 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -1593337.875000 Penalty: 4682.802734
	Iteration 28Q: 3 clusters Score -1593338 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -1593349.125000 Penalty: 4682.802734
	Iteration 29Q: 3 clusters Score -1593349 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -1593358.875000 Penalty: 4682.802734
	Iteration 30Q: 3 clusters Score -1593359 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -1593362.625000 Penalty: 4682.802734
	Iteration 31Q: 3 clusters Score -1593363 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -1593368.625000 Penalty: 4682.802734
	Iteration 32Q: 3 clusters Score -1593369 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -1593370.875000 Penalty: 4682.802734
	Iteration 33Q: 3 clusters Score -1593371 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -1593372.125000 Penalty: 4682.802734
	Iteration 34Q: 3 clusters Score -1593372 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -1593370.750000 Penalty: 4682.802734
	Iteration 35Q: 3 clusters Score -1593371 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -1593371.000000 Penalty: 4682.802734
	Iteration 36Q: 3 clusters Score -1593371 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -1593371.000000 Penalty: 4682.802734
	Iteration 37Q: 3 clusters Score -1593371 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -1593371.125000 Penalty: 4682.802734
	Iteration 38Q: 3 clusters Score -1593371 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -1593372.875000 Penalty: 4682.802734
	Iteration 39Q: 3 clusters Score -1593373 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -1593372.875000 Penalty: 4682.802734
	Iteration 40F: 3 clusters Score -1593373 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (1001 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Entering Unmasked Estep 
Score: -124804.359375 Penalty: 1713.371216
	Iteration 0F: 2 clusters Score -124804.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -123146.335938 Penalty: 3426.742432
	Iteration 0F: 3 clusters Score -123146.3 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -124105.125000 Penalty: 3426.742432
	Iteration 1F: 3 clusters Score -124105.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -124453.992188 Penalty: 3426.742432
	Iteration 2F: 3 clusters Score -124454 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -124539.976562 Penalty: 3426.742432
	Iteration 3Q: 3 clusters Score -124540 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -124625.765625 Penalty: 3426.742432
	Iteration 4Q: 3 clusters Score -124625.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -124662.789062 Penalty: 3426.742432
	Iteration 5Q: 3 clusters Score -124662.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -124680.937500 Penalty: 3426.742432
	Iteration 6Q: 3 clusters Score -124680.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -124687.210938 Penalty: 3426.742432
	Iteration 7Q: 3 clusters Score -124687.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -124693.617188 Penalty: 3426.742432
	Iteration 8Q: 3 clusters Score -124693.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -124693.617188 Penalty: 3426.742432
	Iteration 9F: 3 clusters Score -124693.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (3721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Entering Unmasked Estep 
Score: -462824.093750 Penalty: 2038.993408
	Iteration 0F: 2 clusters Score -462824.1 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 1883 members 
Entering Unmasked Estep 
Score: -459131.093750 Penalty: 4077.986816
	Iteration 0F: 3 clusters Score -459131.1 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -459974.468750 Penalty: 4077.986816
	Iteration 1F: 3 clusters Score -459974.5 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -460192.406250 Penalty: 4077.986816
	Iteration 2F: 3 clusters Score -460192.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -460319.718750 Penalty: 4077.986816
	Iteration 3F: 3 clusters Score -460319.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -460407.468750 Penalty: 4077.986816
	Iteration 4Q: 3 clusters Score -460407.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -460469.562500 Penalty: 4077.986816
	Iteration 5Q: 3 clusters Score -460469.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -460517.500000 Penalty: 4077.986816
	Iteration 6Q: 3 clusters Score -460517.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -460554.718750 Penalty: 4077.986816
	Iteration 7Q: 3 clusters Score -460554.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -460601.062500 Penalty: 4077.986816
	Iteration 8Q: 3 clusters Score -460601.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -460640.187500 Penalty: 4077.986816
	Iteration 9Q: 3 clusters Score -460640.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -460668.531250 Penalty: 4077.986816
	Iteration 10Q: 3 clusters Score -460668.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -460691.656250 Penalty: 4077.986816
	Iteration 11Q: 3 clusters Score -460691.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -460709.406250 Penalty: 4077.986816
	Iteration 12Q: 3 clusters Score -460709.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -460728.031250 Penalty: 4077.986816
	Iteration 13Q: 3 clusters Score -460728 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -460744.156250 Penalty: 4077.986816
	Iteration 14Q: 3 clusters Score -460744.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -460763.281250 Penalty: 4077.986816
	Iteration 15Q: 3 clusters Score -460763.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -460786.312500 Penalty: 4077.986816
	Iteration 16Q: 3 clusters Score -460786.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -460810.250000 Penalty: 4077.986816
	Iteration 17Q: 3 clusters Score -460810.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -460840.000000 Penalty: 4077.986816
	Iteration 18Q: 3 clusters Score -460840 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -460866.843750 Penalty: 4077.986816
	Iteration 19Q: 3 clusters Score -460866.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -460904.156250 Penalty: 4077.986816
	Iteration 20F: 3 clusters Score -460904.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -460930.656250 Penalty: 4077.986816
	Iteration 21Q: 3 clusters Score -460930.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -460958.812500 Penalty: 4077.986816
	Iteration 22Q: 3 clusters Score -460958.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -460978.500000 Penalty: 4077.986816
	Iteration 23Q: 3 clusters Score -460978.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -460995.343750 Penalty: 4077.986816
	Iteration 24Q: 3 clusters Score -460995.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -461006.125000 Penalty: 4077.986816
	Iteration 25Q: 3 clusters Score -461006.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -461016.656250 Penalty: 4077.986816
	Iteration 26Q: 3 clusters Score -461016.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -461024.843750 Penalty: 4077.986816
	Iteration 27Q: 3 clusters Score -461024.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -461030.812500 Penalty: 4077.986816
	Iteration 28Q: 3 clusters Score -461030.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -461036.031250 Penalty: 4077.986816
	Iteration 29Q: 3 clusters Score -461036 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -461036.750000 Penalty: 4077.986816
	Iteration 30Q: 3 clusters Score -461036.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -461039.437500 Penalty: 4077.986816
	Iteration 31Q: 3 clusters Score -461039.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -461041.125000 Penalty: 4077.986816
	Iteration 32Q: 3 clusters Score -461041.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -461042.437500 Penalty: 4077.986816
	Iteration 33Q: 3 clusters Score -461042.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -461043.250000 Penalty: 4077.986816
	Iteration 34Q: 3 clusters Score -461043.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -461043.250000 Penalty: 4077.986816
	Iteration 35F: 3 clusters Score -461043.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Entering Unmasked Estep 
Score: -142396.593750 Penalty: 1710.129395
	Iteration 0F: 2 clusters Score -142396.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -140649.500000 Penalty: 3420.258789
	Iteration 0F: 3 clusters Score -140649.5 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -141451.812500 Penalty: 3420.258789
	Iteration 1F: 3 clusters Score -141451.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -142020.375000 Penalty: 3420.258789
	Iteration 2F: 3 clusters Score -142020.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -142495.531250 Penalty: 3420.258789
	Iteration 3F: 3 clusters Score -142495.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -142916.546875 Penalty: 3420.258789
	Iteration 4F: 3 clusters Score -142916.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -143148.515625 Penalty: 3420.258789
	Iteration 5Q: 3 clusters Score -143148.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -143280.171875 Penalty: 3420.258789
	Iteration 6Q: 3 clusters Score -143280.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -143305.968750 Penalty: 3420.258789
	Iteration 7Q: 3 clusters Score -143306 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -143336.843750 Penalty: 3420.258789
	Iteration 8Q: 3 clusters Score -143336.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -143393.765625 Penalty: 3420.258789
	Iteration 9Q: 3 clusters Score -143393.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -143455.093750 Penalty: 3420.258789
	Iteration 10Q: 3 clusters Score -143455.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -143501.812500 Penalty: 3420.258789
	Iteration 11Q: 3 clusters Score -143501.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -143573.718750 Penalty: 3420.258789
	Iteration 12Q: 3 clusters Score -143573.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -143594.515625 Penalty: 3420.258789
	Iteration 13Q: 3 clusters Score -143594.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -143608.765625 Penalty: 3420.258789
	Iteration 14Q: 3 clusters Score -143608.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -143615.609375 Penalty: 3420.258789
	Iteration 15Q: 3 clusters Score -143615.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -143617.984375 Penalty: 3420.258789
	Iteration 16Q: 3 clusters Score -143618 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -143620.390625 Penalty: 3420.258789
	Iteration 17F: 3 clusters Score -143620.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -143625.312500 Penalty: 3420.258789
	Iteration 18Q: 3 clusters Score -143625.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -143625.312500 Penalty: 3420.258789
	Iteration 19F: 3 clusters Score -143625.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 15361 members 
Mstep: Class 3 contains 27067 members 
Mstep: Class 4 contains 35817 members 
Mstep: Class 5 contains 21364 members 
Mstep: Class 6 contains 641 members 
Mstep: Class 7 contains 2493 members 
Mstep: Class 8 contains 48749 members 
Mstep: Class 9 contains 29942 members 
Mstep: Class 10 contains 12108 members 
Mstep: Class 11 contains 4398 members 
Mstep: Class 12 contains 225570 members 
Mstep: Class 13 contains 9177 members 
Mstep: Class 14 contains 5299 members 
Mstep: Class 15 contains 27010 members 
Mstep: Class 16 contains 9441 members 
Mstep: Class 17 contains 9765 members 
Mstep: Class 18 contains 8382 members 
Mstep: Class 19 contains 163150 members 
Mstep: Class 20 contains 41548 members 
Mstep: Class 21 contains 12696 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 10774 members 
Mstep: Class 24 contains 4123 members 
Mstep: Class 25 contains 6795 members 
Mstep: Class 26 contains 60526 members 
Mstep: Class 27 contains 9619 members 
Mstep: Class 28 contains 6867 members 
Mstep: Class 29 contains 5311 members 
Mstep: Class 30 contains 8662 members 
Mstep: Class 31 contains 335 members 
Mstep: Class 32 contains 452 members 
Mstep: Class 33 contains 1802 members 
Mstep: Class 34 contains 8709 members 
Mstep: Class 35 contains 197277 members 
Mstep: Class 36 contains 2890 members 
Mstep: Class 37 contains 4614 members 
Mstep: Class 38 contains 2495 members 
Mstep: Class 39 contains 322 members 
Mstep: Class 40 contains 9957 members 
Mstep: Class 41 contains 27276 members 
Mstep: Class 42 contains 5087 members 
Mstep: Class 43 contains 12596 members 
Mstep: Class 44 contains 1001 members 
Mstep: Class 45 contains 3721 members 
Mstep: Class 46 contains 522 members 
Mstep: Class 47 contains 13836 members 
Mstep: Class 48 contains 384 members 
Mstep: Class 49 contains 4141 members 
Mstep: Class 50 contains 302 members 
Mstep: Class 51 contains 418 members 
Mstep: Class 52 contains 38411 members 
Mstep: Class 53 contains 264 members 
Mstep: Class 54 contains 7305 members 
Mstep: Class 55 contains 451 members 
Mstep: Class 56 contains 1816 members 
Mstep: Class 57 contains 2957 members 
Mstep: Class 58 contains 814 members 
Mstep: Class 59 contains 155 members 
Mstep: Class 60 contains 635 members 
Mstep: Class 61 contains 549 members 
Mstep: Class 62 contains 275 members 
Mstep: Class 63 contains 367 members 
Mstep: Class 64 contains 222 members 
Mstep: Class 65 contains 746 members 
Mstep: Class 66 contains 230 members 
Mstep: Class 67 contains 151 members 
Mstep: Class 68 contains 722 members 
Mstep: Class 69 contains 503 members 
Mstep: Class 70 contains 214 members 
Mstep: Class 71 contains 399 members 
Mstep: Class 72 contains 4064 members 
Mstep: Class 73 contains 252 members 
Mstep: Class 74 contains 392 members 
Mstep: Class 75 contains 219 members 
Mstep: Class 76 contains 302 members 
Mstep: Class 77 contains 383 members 
Mstep: Class 78 contains 347 members 
Mstep: Class 79 contains 466 members 
Mstep: Class 80 contains 259 members 
Entering Unmasked Estep 
Score: -147546768.000000 Penalty: 277521.750000
Splitting cluster 46 changes total score from -147547280.000000 to -147546768.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 47 (13836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13836 members 
Entering Unmasked Estep 
Score: -1782005.875000 Penalty: 2364.687256
	Iteration 0F: 2 clusters Score -1782006 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -1771884.250000 Penalty: 4729.374512
	Iteration 0F: 3 clusters Score -1771884 nChanged 5952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -1774915.125000 Penalty: 4729.374512
	Iteration 1F: 3 clusters Score -1774915 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -1775221.125000 Penalty: 4729.374512
	Iteration 2F: 3 clusters Score -1775221 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -1775498.375000 Penalty: 4729.374512
	Iteration 3Q: 3 clusters Score -1775498 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -1775743.625000 Penalty: 4729.374512
	Iteration 4Q: 3 clusters Score -1775744 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -1775932.500000 Penalty: 4729.374512
	Iteration 5Q: 3 clusters Score -1775932 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -1776098.875000 Penalty: 4729.374512
	Iteration 6Q: 3 clusters Score -1776099 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -1776265.500000 Penalty: 4729.374512
	Iteration 7Q: 3 clusters Score -1776266 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -1776430.375000 Penalty: 4729.374512
	Iteration 8Q: 3 clusters Score -1776430 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -1776589.875000 Penalty: 4729.374512
	Iteration 9Q: 3 clusters Score -1776590 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -1776724.500000 Penalty: 4729.374512
	Iteration 10Q: 3 clusters Score -1776724 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -1776889.125000 Penalty: 4729.374512
	Iteration 11Q: 3 clusters Score -1776889 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -1777078.375000 Penalty: 4729.374512
	Iteration 12Q: 3 clusters Score -1777078 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -1777305.375000 Penalty: 4729.374512
	Iteration 13Q: 3 clusters Score -1777305 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -1777553.625000 Penalty: 4729.374512
	Iteration 14Q: 3 clusters Score -1777554 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9963 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -1777809.250000 Penalty: 4729.374512
	Iteration 15Q: 3 clusters Score -1777809 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10314 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -1778077.000000 Penalty: 4729.374512
	Iteration 16Q: 3 clusters Score -1778077 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10662 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -1778325.125000 Penalty: 4729.374512
	Iteration 17Q: 3 clusters Score -1778325 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10995 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -1778570.125000 Penalty: 4729.374512
	Iteration 18Q: 3 clusters Score -1778570 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11290 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -1778740.375000 Penalty: 4729.374512
	Iteration 19Q: 3 clusters Score -1778740 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11528 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -1778883.625000 Penalty: 4729.374512
	Iteration 20F: 3 clusters Score -1778884 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11736 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -1778996.250000 Penalty: 4729.374512
	Iteration 21Q: 3 clusters Score -1778996 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11949 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -1779116.625000 Penalty: 4729.374512
	Iteration 22Q: 3 clusters Score -1779117 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12125 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -1779214.250000 Penalty: 4729.374512
	Iteration 23Q: 3 clusters Score -1779214 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12288 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -1779301.250000 Penalty: 4729.374512
	Iteration 24Q: 3 clusters Score -1779301 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12436 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -1779378.750000 Penalty: 4729.374512
	Iteration 25Q: 3 clusters Score -1779379 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12563 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -1779467.125000 Penalty: 4729.374512
	Iteration 26Q: 3 clusters Score -1779467 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12675 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -1779530.125000 Penalty: 4729.374512
	Iteration 27Q: 3 clusters Score -1779530 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12764 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -1779592.000000 Penalty: 4729.374512
	Iteration 28Q: 3 clusters Score -1779592 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12840 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -1779636.500000 Penalty: 4729.374512
	Iteration 29Q: 3 clusters Score -1779636 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12904 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -1779674.250000 Penalty: 4729.374512
	Iteration 30Q: 3 clusters Score -1779674 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12955 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1779696.250000 Penalty: 4729.374512
	Iteration 31Q: 3 clusters Score -1779696 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12993 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -1779720.500000 Penalty: 4729.374512
	Iteration 32Q: 3 clusters Score -1779720 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13032 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -1779739.000000 Penalty: 4729.374512
	Iteration 33Q: 3 clusters Score -1779739 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13070 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -1779765.625000 Penalty: 4729.374512
	Iteration 34Q: 3 clusters Score -1779766 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13107 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -1779793.750000 Penalty: 4729.374512
	Iteration 35Q: 3 clusters Score -1779794 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13127 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -1779808.875000 Penalty: 4729.374512
	Iteration 36Q: 3 clusters Score -1779809 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13151 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -1779827.625000 Penalty: 4729.374512
	Iteration 37Q: 3 clusters Score -1779828 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13177 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -1779844.500000 Penalty: 4729.374512
	Iteration 38Q: 3 clusters Score -1779844 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13195 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -1779859.250000 Penalty: 4729.374512
	Iteration 39Q: 3 clusters Score -1779859 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13212 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -1779866.750000 Penalty: 4729.374512
	Iteration 40F: 3 clusters Score -1779867 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13222 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -1779874.750000 Penalty: 4729.374512
	Iteration 41Q: 3 clusters Score -1779875 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13233 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -1779887.500000 Penalty: 4729.374512
	Iteration 42Q: 3 clusters Score -1779888 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13243 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1779894.000000 Penalty: 4729.374512
	Iteration 43Q: 3 clusters Score -1779894 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13249 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -1779903.000000 Penalty: 4729.374512
	Iteration 44Q: 3 clusters Score -1779903 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13255 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -1779903.625000 Penalty: 4729.374512
	Iteration 45Q: 3 clusters Score -1779904 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13261 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1779910.625000 Penalty: 4729.374512
	Iteration 46Q: 3 clusters Score -1779911 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13265 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -1779909.625000 Penalty: 4729.374512
	Iteration 47Q: 3 clusters Score -1779910 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13272 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1779912.500000 Penalty: 4729.374512
	Iteration 48Q: 3 clusters Score -1779912 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13280 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1779919.875000 Penalty: 4729.374512
	Iteration 49Q: 3 clusters Score -1779920 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13289 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1779923.375000 Penalty: 4729.374512
	Iteration 50Q: 3 clusters Score -1779923 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13292 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1779927.250000 Penalty: 4729.374512
	Iteration 51Q: 3 clusters Score -1779927 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13297 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -1779931.375000 Penalty: 4729.374512
	Iteration 52Q: 3 clusters Score -1779931 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13304 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -1779935.375000 Penalty: 4729.374512
	Iteration 53Q: 3 clusters Score -1779935 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13309 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -1779939.500000 Penalty: 4729.374512
	Iteration 54Q: 3 clusters Score -1779940 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13315 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -1779943.500000 Penalty: 4729.374512
	Iteration 55Q: 3 clusters Score -1779944 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13322 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1779951.375000 Penalty: 4729.374512
	Iteration 56Q: 3 clusters Score -1779951 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13327 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -1779957.125000 Penalty: 4729.374512
	Iteration 57Q: 3 clusters Score -1779957 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13329 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -1779960.000000 Penalty: 4729.374512
	Iteration 58Q: 3 clusters Score -1779960 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13332 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1779961.250000 Penalty: 4729.374512
	Iteration 59Q: 3 clusters Score -1779961 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13337 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -1779962.375000 Penalty: 4729.374512
	Iteration 60F: 3 clusters Score -1779962 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13340 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -1779965.250000 Penalty: 4729.374512
	Iteration 61Q: 3 clusters Score -1779965 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13343 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1779965.625000 Penalty: 4729.374512
	Iteration 62Q: 3 clusters Score -1779966 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13345 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -1779973.750000 Penalty: 4729.374512
	Iteration 63Q: 3 clusters Score -1779974 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13348 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -1779975.000000 Penalty: 4729.374512
	Iteration 64Q: 3 clusters Score -1779975 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13349 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -1779977.375000 Penalty: 4729.374512
	Iteration 65Q: 3 clusters Score -1779977 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13351 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -1779979.000000 Penalty: 4729.374512
	Iteration 66Q: 3 clusters Score -1779979 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13355 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -1779981.125000 Penalty: 4729.374512
	Iteration 67Q: 3 clusters Score -1779981 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13357 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -1779981.125000 Penalty: 4729.374512
	Iteration 68Q: 3 clusters Score -1779981 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13358 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -1779982.000000 Penalty: 4729.374512
	Iteration 69Q: 3 clusters Score -1779982 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13358 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -1779982.000000 Penalty: 4729.374512
	Iteration 70F: 3 clusters Score -1779982 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Entering Unmasked Estep 
Score: -33912.636719 Penalty: 1475.759399
	Iteration 0F: 2 clusters Score -33912.64 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 204 members 
Entering Unmasked Estep 
Score: -32833.355469 Penalty: 2951.518799
	Iteration 0F: 3 clusters Score -32833.36 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -33330.511719 Penalty: 2951.518799
	Iteration 1F: 3 clusters Score -33330.51 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -33537.812500 Penalty: 2951.518799
	Iteration 2F: 3 clusters Score -33537.81 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -33695.664062 Penalty: 2951.518799
	Iteration 3Q: 3 clusters Score -33695.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -33747.753906 Penalty: 2951.518799
	Iteration 4Q: 3 clusters Score -33747.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -33792.804688 Penalty: 2951.518799
	Iteration 5Q: 3 clusters Score -33792.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -33826.527344 Penalty: 2951.518799
	Iteration 6Q: 3 clusters Score -33826.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -33837.519531 Penalty: 2951.518799
	Iteration 7Q: 3 clusters Score -33837.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -33837.519531 Penalty: 2951.518799
	Iteration 8F: 3 clusters Score -33837.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (4141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Entering Unmasked Estep 
Score: -506751.562500 Penalty: 2065.515625
	Iteration 0F: 2 clusters Score -506751.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -502749.406250 Penalty: 4131.031250
	Iteration 0F: 3 clusters Score -502749.4 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -503662.000000 Penalty: 4131.031250
	Iteration 1F: 3 clusters Score -503662 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -503854.906250 Penalty: 4131.031250
	Iteration 2F: 3 clusters Score -503854.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -503962.843750 Penalty: 4131.031250
	Iteration 3Q: 3 clusters Score -503962.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -504027.875000 Penalty: 4131.031250
	Iteration 4Q: 3 clusters Score -504027.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -504085.687500 Penalty: 4131.031250
	Iteration 5Q: 3 clusters Score -504085.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -504132.906250 Penalty: 4131.031250
	Iteration 6Q: 3 clusters Score -504132.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -504163.968750 Penalty: 4131.031250
	Iteration 7Q: 3 clusters Score -504164 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -504193.031250 Penalty: 4131.031250
	Iteration 8Q: 3 clusters Score -504193 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -504224.812500 Penalty: 4131.031250
	Iteration 9Q: 3 clusters Score -504224.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -504266.156250 Penalty: 4131.031250
	Iteration 10Q: 3 clusters Score -504266.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -504316.187500 Penalty: 4131.031250
	Iteration 11Q: 3 clusters Score -504316.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -504378.750000 Penalty: 4131.031250
	Iteration 12Q: 3 clusters Score -504378.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -504437.875000 Penalty: 4131.031250
	Iteration 13Q: 3 clusters Score -504437.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -504487.250000 Penalty: 4131.031250
	Iteration 14Q: 3 clusters Score -504487.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -504545.968750 Penalty: 4131.031250
	Iteration 15Q: 3 clusters Score -504546 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -504610.031250 Penalty: 4131.031250
	Iteration 16Q: 3 clusters Score -504610 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -504671.562500 Penalty: 4131.031250
	Iteration 17Q: 3 clusters Score -504671.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -504741.500000 Penalty: 4131.031250
	Iteration 18Q: 3 clusters Score -504741.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -504813.937500 Penalty: 4131.031250
	Iteration 19Q: 3 clusters Score -504813.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -504874.906250 Penalty: 4131.031250
	Iteration 20F: 3 clusters Score -504874.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -504942.656250 Penalty: 4131.031250
	Iteration 21Q: 3 clusters Score -504942.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -505002.375000 Penalty: 4131.031250
	Iteration 22Q: 3 clusters Score -505002.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -505062.218750 Penalty: 4131.031250
	Iteration 23Q: 3 clusters Score -505062.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -505120.125000 Penalty: 4131.031250
	Iteration 24Q: 3 clusters Score -505120.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -505187.750000 Penalty: 4131.031250
	Iteration 25Q: 3 clusters Score -505187.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -505265.531250 Penalty: 4131.031250
	Iteration 26Q: 3 clusters Score -505265.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -505371.531250 Penalty: 4131.031250
	Iteration 27Q: 3 clusters Score -505371.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -505503.156250 Penalty: 4131.031250
	Iteration 28Q: 3 clusters Score -505503.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -505637.750000 Penalty: 4131.031250
	Iteration 29Q: 3 clusters Score -505637.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -505791.687500 Penalty: 4131.031250
	Iteration 30Q: 3 clusters Score -505791.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -505913.843750 Penalty: 4131.031250
	Iteration 31Q: 3 clusters Score -505913.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -505986.656250 Penalty: 4131.031250
	Iteration 32Q: 3 clusters Score -505986.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -506015.875000 Penalty: 4131.031250
	Iteration 33Q: 3 clusters Score -506015.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -506023.093750 Penalty: 4131.031250
	Iteration 34Q: 3 clusters Score -506023.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -506035.500000 Penalty: 4131.031250
	Iteration 35Q: 3 clusters Score -506035.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -506045.375000 Penalty: 4131.031250
	Iteration 36Q: 3 clusters Score -506045.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -506050.406250 Penalty: 4131.031250
	Iteration 37Q: 3 clusters Score -506050.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -506050.000000 Penalty: 4131.031250
	Iteration 38Q: 3 clusters Score -506050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -506051.718750 Penalty: 4131.031250
	Iteration 39Q: 3 clusters Score -506051.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -506051.718750 Penalty: 4131.031250
	Iteration 40F: 3 clusters Score -506051.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Entering Unmasked Estep 
Score: -41503.324219 Penalty: 1416.185791
	Iteration 0F: 2 clusters Score -41503.32 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 150 members 
Entering Unmasked Estep 
Score: -40335.621094 Penalty: 2832.371582
	Iteration 0F: 3 clusters Score -40335.62 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -40832.199219 Penalty: 2832.371582
	Iteration 1F: 3 clusters Score -40832.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -41132.285156 Penalty: 2832.371582
	Iteration 2F: 3 clusters Score -41132.29 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -41259.683594 Penalty: 2832.371582
	Iteration 3Q: 3 clusters Score -41259.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -41308.011719 Penalty: 2832.371582
	Iteration 4Q: 3 clusters Score -41308.01 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -41346.035156 Penalty: 2832.371582
	Iteration 5Q: 3 clusters Score -41346.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -41363.882812 Penalty: 2832.371582
	Iteration 6Q: 3 clusters Score -41363.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -41380.746094 Penalty: 2832.371582
	Iteration 7Q: 3 clusters Score -41380.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -41407.820312 Penalty: 2832.371582
	Iteration 8Q: 3 clusters Score -41407.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -41412.316406 Penalty: 2832.371582
	Iteration 9Q: 3 clusters Score -41412.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -41419.300781 Penalty: 2832.371582
	Iteration 10Q: 3 clusters Score -41419.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -41439.085938 Penalty: 2832.371582
	Iteration 11Q: 3 clusters Score -41439.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -41460.484375 Penalty: 2832.371582
	Iteration 12Q: 3 clusters Score -41460.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -41460.484375 Penalty: 2832.371582
	Iteration 13F: 3 clusters Score -41460.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Entering Unmasked Estep 
Score: -62728.187500 Penalty: 1496.799438
	Iteration 0F: 2 clusters Score -62728.19 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 204 members 
Entering Unmasked Estep 
Score: -61316.187500 Penalty: 2993.598877
	Iteration 0F: 3 clusters Score -61316.19 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -61481.261719 Penalty: 2993.598877
	Iteration 1F: 3 clusters Score -61481.26 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -61592.960938 Penalty: 2993.598877
	Iteration 2F: 3 clusters Score -61592.96 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -61718.742188 Penalty: 2993.598877
	Iteration 3Q: 3 clusters Score -61718.74 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -61794.773438 Penalty: 2993.598877
	Iteration 4Q: 3 clusters Score -61794.77 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -61907.773438 Penalty: 2993.598877
	Iteration 5Q: 3 clusters Score -61907.77 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -62169.054688 Penalty: 2993.598877
	Iteration 6Q: 3 clusters Score -62169.05 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -62368.300781 Penalty: 2993.598877
	Iteration 7Q: 3 clusters Score -62368.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -62424.121094 Penalty: 2993.598877
	Iteration 8Q: 3 clusters Score -62424.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -62435.765625 Penalty: 2993.598877
	Iteration 9Q: 3 clusters Score -62435.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -62437.714844 Penalty: 2993.598877
	Iteration 10Q: 3 clusters Score -62437.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -62437.714844 Penalty: 2993.598877
	Iteration 11F: 3 clusters Score -62437.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (38411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38411 members 
Entering Unmasked Estep 
Score: -4874353.000000 Penalty: 2617.912598
	Iteration 0F: 2 clusters Score -4874353 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19045 members 
Mstep: Class 2 contains 19366 members 
Entering Unmasked Estep 
Score: -4848391.500000 Penalty: 5235.825195
	Iteration 0F: 3 clusters Score -4848392 nChanged 17469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17712 members 
Mstep: Class 2 contains 20699 members 
Entering Unmasked Estep 
Score: -4858048.500000 Penalty: 5235.825195
	Iteration 1F: 3 clusters Score -4858048 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16907 members 
Mstep: Class 2 contains 21504 members 
Entering Unmasked Estep 
Score: -4858888.000000 Penalty: 5235.825195
	Iteration 2Q: 3 clusters Score -4858888 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15746 members 
Mstep: Class 2 contains 22665 members 
Entering Unmasked Estep 
Score: -4860049.000000 Penalty: 5235.825195
	Iteration 3F: 3 clusters Score -4860049 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14005 members 
Mstep: Class 2 contains 24406 members 
Entering Unmasked Estep 
Score: -4862071.000000 Penalty: 5235.825195
	Iteration 4F: 3 clusters Score -4862071 nChanged 3245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11650 members 
Mstep: Class 2 contains 26761 members 
Entering Unmasked Estep 
Score: -4864626.000000 Penalty: 5235.825195
	Iteration 5F: 3 clusters Score -4864626 nChanged 3127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 29328 members 
Entering Unmasked Estep 
Score: -4867186.500000 Penalty: 5235.825195
	Iteration 6F: 3 clusters Score -4867186 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 31614 members 
Entering Unmasked Estep 
Score: -4869373.000000 Penalty: 5235.825195
	Iteration 7F: 3 clusters Score -4869373 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 33306 members 
Entering Unmasked Estep 
Score: -4871008.500000 Penalty: 5235.825195
	Iteration 8Q: 3 clusters Score -4871008 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 34360 members 
Entering Unmasked Estep 
Score: -4872159.500000 Penalty: 5235.825195
	Iteration 9Q: 3 clusters Score -4872160 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 35022 members 
Entering Unmasked Estep 
Score: -4872990.500000 Penalty: 5235.825195
	Iteration 10Q: 3 clusters Score -4872990 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 35388 members 
Entering Unmasked Estep 
Score: -4873363.500000 Penalty: 5235.825195
	Iteration 11Q: 3 clusters Score -4873364 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 35641 members 
Entering Unmasked Estep 
Score: -4873566.500000 Penalty: 5235.825195
	Iteration 12Q: 3 clusters Score -4873566 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 35837 members 
Entering Unmasked Estep 
Score: -4873678.000000 Penalty: 5235.825195
	Iteration 13Q: 3 clusters Score -4873678 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 35987 members 
Entering Unmasked Estep 
Score: -4873769.500000 Penalty: 5235.825195
	Iteration 14Q: 3 clusters Score -4873770 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 36107 members 
Entering Unmasked Estep 
Score: -4873855.500000 Penalty: 5235.825195
	Iteration 15Q: 3 clusters Score -4873856 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 36221 members 
Entering Unmasked Estep 
Score: -4873946.500000 Penalty: 5235.825195
	Iteration 16Q: 3 clusters Score -4873946 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 36311 members 
Entering Unmasked Estep 
Score: -4874023.500000 Penalty: 5235.825195
	Iteration 17Q: 3 clusters Score -4874024 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 36390 members 
Entering Unmasked Estep 
Score: -4874071.500000 Penalty: 5235.825195
	Iteration 18Q: 3 clusters Score -4874072 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 36442 members 
Entering Unmasked Estep 
Score: -4874098.500000 Penalty: 5235.825195
	Iteration 19Q: 3 clusters Score -4874098 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 36472 members 
Entering Unmasked Estep 
Score: -4874105.000000 Penalty: 5235.825195
	Iteration 20F: 3 clusters Score -4874105 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 36491 members 
Entering Unmasked Estep 
Score: -4874115.500000 Penalty: 5235.825195
	Iteration 21Q: 3 clusters Score -4874116 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 36502 members 
Entering Unmasked Estep 
Score: -4874116.500000 Penalty: 5235.825195
	Iteration 22Q: 3 clusters Score -4874116 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 36517 members 
Entering Unmasked Estep 
Score: -4874117.500000 Penalty: 5235.825195
	Iteration 23Q: 3 clusters Score -4874118 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 36526 members 
Entering Unmasked Estep 
Score: -4874121.000000 Penalty: 5235.825195
	Iteration 24Q: 3 clusters Score -4874121 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 36532 members 
Entering Unmasked Estep 
Score: -4874118.000000 Penalty: 5235.825195
	Iteration 25Q: 3 clusters Score -4874118 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 36536 members 
Entering Unmasked Estep 
Score: -4874118.500000 Penalty: 5235.825195
	Iteration 26Q: 3 clusters Score -4874118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 36539 members 
Entering Unmasked Estep 
Score: -4874121.000000 Penalty: 5235.825195
	Iteration 27Q: 3 clusters Score -4874121 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 36541 members 
Entering Unmasked Estep 
Score: -4874122.000000 Penalty: 5235.825195
	Iteration 28Q: 3 clusters Score -4874122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 36543 members 
Entering Unmasked Estep 
Score: -4874116.000000 Penalty: 5235.825195
	Iteration 29Q: 3 clusters Score -4874116 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 36543 members 
Entering Unmasked Estep 
Score: -4874116.000000 Penalty: 5235.825195
	Iteration 30F: 3 clusters Score -4874116 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Entering Unmasked Estep 
Score: -26650.816406 Penalty: 1382.835449
	Iteration 0F: 2 clusters Score -26650.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -25591.550781 Penalty: 2765.670898
	Iteration 0F: 3 clusters Score -25591.55 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -25758.197266 Penalty: 2765.670898
	Iteration 1F: 3 clusters Score -25758.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -25830.216797 Penalty: 2765.670898
	Iteration 2F: 3 clusters Score -25830.22 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -25873.544922 Penalty: 2765.670898
	Iteration 3Q: 3 clusters Score -25873.54 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -25908.173828 Penalty: 2765.670898
	Iteration 4Q: 3 clusters Score -25908.17 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -25935.732422 Penalty: 2765.670898
	Iteration 5Q: 3 clusters Score -25935.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -25949.171875 Penalty: 2765.670898
	Iteration 6Q: 3 clusters Score -25949.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -25960.160156 Penalty: 2765.670898
	Iteration 7Q: 3 clusters Score -25960.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -25969.253906 Penalty: 2765.670898
	Iteration 8Q: 3 clusters Score -25969.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -25969.253906 Penalty: 2765.670898
	Iteration 9F: 3 clusters Score -25969.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (7305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Entering Unmasked Estep 
Score: -801907.625000 Penalty: 2206.286133
	Iteration 0F: 2 clusters Score -801907.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -795979.687500 Penalty: 4412.572266
	Iteration 0F: 3 clusters Score -795979.7 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -797939.562500 Penalty: 4412.572266
	Iteration 1F: 3 clusters Score -797939.6 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -798444.937500 Penalty: 4412.572266
	Iteration 2F: 3 clusters Score -798444.9 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -798897.312500 Penalty: 4412.572266
	Iteration 3F: 3 clusters Score -798897.3 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -799311.375000 Penalty: 4412.572266
	Iteration 4F: 3 clusters Score -799311.4 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -799633.562500 Penalty: 4412.572266
	Iteration 5F: 3 clusters Score -799633.6 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -799933.812500 Penalty: 4412.572266
	Iteration 6Q: 3 clusters Score -799933.8 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -800223.750000 Penalty: 4412.572266
	Iteration 7Q: 3 clusters Score -800223.8 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -800466.250000 Penalty: 4412.572266
	Iteration 8Q: 3 clusters Score -800466.2 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -800648.875000 Penalty: 4412.572266
	Iteration 9Q: 3 clusters Score -800648.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -800757.312500 Penalty: 4412.572266
	Iteration 10Q: 3 clusters Score -800757.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -800835.500000 Penalty: 4412.572266
	Iteration 11Q: 3 clusters Score -800835.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -800881.562500 Penalty: 4412.572266
	Iteration 12Q: 3 clusters Score -800881.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -800920.125000 Penalty: 4412.572266
	Iteration 13Q: 3 clusters Score -800920.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -800949.187500 Penalty: 4412.572266
	Iteration 14Q: 3 clusters Score -800949.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -800970.250000 Penalty: 4412.572266
	Iteration 15Q: 3 clusters Score -800970.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -800991.812500 Penalty: 4412.572266
	Iteration 16Q: 3 clusters Score -800991.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -801010.562500 Penalty: 4412.572266
	Iteration 17Q: 3 clusters Score -801010.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -801026.750000 Penalty: 4412.572266
	Iteration 18Q: 3 clusters Score -801026.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -801032.687500 Penalty: 4412.572266
	Iteration 19Q: 3 clusters Score -801032.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -801034.687500 Penalty: 4412.572266
	Iteration 20F: 3 clusters Score -801034.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -801038.687500 Penalty: 4412.572266
	Iteration 21Q: 3 clusters Score -801038.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -801042.875000 Penalty: 4412.572266
	Iteration 22Q: 3 clusters Score -801042.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -801044.437500 Penalty: 4412.572266
	Iteration 23Q: 3 clusters Score -801044.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -801043.375000 Penalty: 4412.572266
	Iteration 24Q: 3 clusters Score -801043.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -801046.187500 Penalty: 4412.572266
	Iteration 25Q: 3 clusters Score -801046.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -801043.937500 Penalty: 4412.572266
	Iteration 26Q: 3 clusters Score -801043.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -801043.937500 Penalty: 4412.572266
	Iteration 27Q: 3 clusters Score -801043.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -801046.937500 Penalty: 4412.572266
	Iteration 28Q: 3 clusters Score -801046.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -801046.687500 Penalty: 4412.572266
	Iteration 29Q: 3 clusters Score -801046.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -801046.500000 Penalty: 4412.572266
	Iteration 30Q: 3 clusters Score -801046.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -801046.500000 Penalty: 4412.572266
	Iteration 31F: 3 clusters Score -801046.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Entering Unmasked Estep 
Score: -58294.656250 Penalty: 1515.643921
	Iteration 0F: 2 clusters Score -58294.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -56921.277344 Penalty: 3031.287842
	Iteration 0F: 3 clusters Score -56921.28 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -57623.988281 Penalty: 3031.287842
	Iteration 1F: 3 clusters Score -57623.99 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -58098.902344 Penalty: 3031.287842
	Iteration 2F: 3 clusters Score -58098.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -58311.515625 Penalty: 3031.287842
	Iteration 3F: 3 clusters Score -58311.52 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -58370.589844 Penalty: 3031.287842
	Iteration 4Q: 3 clusters Score -58370.59 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -58436.476562 Penalty: 3031.287842
	Iteration 5Q: 3 clusters Score -58436.48 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -58496.632812 Penalty: 3031.287842
	Iteration 6Q: 3 clusters Score -58496.63 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -58555.871094 Penalty: 3031.287842
	Iteration 7Q: 3 clusters Score -58555.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -58590.097656 Penalty: 3031.287842
	Iteration 8Q: 3 clusters Score -58590.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -58609.960938 Penalty: 3031.287842
	Iteration 9Q: 3 clusters Score -58609.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -58609.960938 Penalty: 3031.287842
	Iteration 10F: 3 clusters Score -58609.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 15361 members 
Mstep: Class 3 contains 27067 members 
Mstep: Class 4 contains 35817 members 
Mstep: Class 5 contains 21364 members 
Mstep: Class 6 contains 641 members 
Mstep: Class 7 contains 2493 members 
Mstep: Class 8 contains 48749 members 
Mstep: Class 9 contains 29942 members 
Mstep: Class 10 contains 12108 members 
Mstep: Class 11 contains 4398 members 
Mstep: Class 12 contains 225570 members 
Mstep: Class 13 contains 9177 members 
Mstep: Class 14 contains 5299 members 
Mstep: Class 15 contains 27010 members 
Mstep: Class 16 contains 9441 members 
Mstep: Class 17 contains 9765 members 
Mstep: Class 18 contains 8382 members 
Mstep: Class 19 contains 163150 members 
Mstep: Class 20 contains 41548 members 
Mstep: Class 21 contains 12696 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 10774 members 
Mstep: Class 24 contains 4123 members 
Mstep: Class 25 contains 6795 members 
Mstep: Class 26 contains 60526 members 
Mstep: Class 27 contains 9619 members 
Mstep: Class 28 contains 6867 members 
Mstep: Class 29 contains 5311 members 
Mstep: Class 30 contains 8662 members 
Mstep: Class 31 contains 335 members 
Mstep: Class 32 contains 452 members 
Mstep: Class 33 contains 1802 members 
Mstep: Class 34 contains 8709 members 
Mstep: Class 35 contains 197277 members 
Mstep: Class 36 contains 2890 members 
Mstep: Class 37 contains 4614 members 
Mstep: Class 38 contains 2495 members 
Mstep: Class 39 contains 322 members 
Mstep: Class 40 contains 9957 members 
Mstep: Class 41 contains 27276 members 
Mstep: Class 42 contains 5087 members 
Mstep: Class 43 contains 12596 members 
Mstep: Class 44 contains 1001 members 
Mstep: Class 45 contains 3721 members 
Mstep: Class 46 contains 988 members 
Mstep: Class 47 contains 13836 members 
Mstep: Class 48 contains 384 members 
Mstep: Class 49 contains 4141 members 
Mstep: Class 50 contains 302 members 
Mstep: Class 51 contains 418 members 
Mstep: Class 52 contains 38411 members 
Mstep: Class 53 contains 264 members 
Mstep: Class 54 contains 7305 members 
Mstep: Class 55 contains 239 members 
Mstep: Class 56 contains 1816 members 
Mstep: Class 57 contains 2957 members 
Mstep: Class 58 contains 814 members 
Mstep: Class 59 contains 155 members 
Mstep: Class 60 contains 635 members 
Mstep: Class 61 contains 549 members 
Mstep: Class 62 contains 275 members 
Mstep: Class 63 contains 367 members 
Mstep: Class 64 contains 222 members 
Mstep: Class 65 contains 746 members 
Mstep: Class 66 contains 230 members 
Mstep: Class 67 contains 151 members 
Mstep: Class 68 contains 722 members 
Mstep: Class 69 contains 503 members 
Mstep: Class 70 contains 214 members 
Mstep: Class 71 contains 399 members 
Mstep: Class 72 contains 4064 members 
Mstep: Class 73 contains 252 members 
Mstep: Class 74 contains 392 members 
Mstep: Class 75 contains 219 members 
Mstep: Class 76 contains 302 members 
Mstep: Class 77 contains 383 members 
Mstep: Class 78 contains 347 members 
Mstep: Class 79 contains 212 members 
Mstep: Class 80 contains 259 members 
Entering Unmasked Estep 
Score: -147545472.000000 Penalty: 277521.750000
Splitting cluster 55 changes total score from -147547280.000000 to -147545472.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 56 (1816 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Entering Unmasked Estep 
Score: -262131.156250 Penalty: 1861.089111
	Iteration 0F: 2 clusters Score -262131.2 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 937 members 
Entering Unmasked Estep 
Score: -259716.406250 Penalty: 3722.178223
	Iteration 0F: 3 clusters Score -259716.4 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -260820.718750 Penalty: 3722.178223
	Iteration 1F: 3 clusters Score -260820.7 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -261360.562500 Penalty: 3722.178223
	Iteration 2F: 3 clusters Score -261360.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -261669.156250 Penalty: 3722.178223
	Iteration 3F: 3 clusters Score -261669.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -261914.375000 Penalty: 3722.178223
	Iteration 4F: 3 clusters Score -261914.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -262141.921875 Penalty: 3722.178223
	Iteration 5Q: 3 clusters Score -262141.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -262266.406250 Penalty: 3722.178223
	Iteration 6Q: 3 clusters Score -262266.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -262305.406250 Penalty: 3722.178223
	Iteration 7Q: 3 clusters Score -262305.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -262322.718750 Penalty: 3722.178223
	Iteration 8Q: 3 clusters Score -262322.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -262342.406250 Penalty: 3722.178223
	Iteration 9Q: 3 clusters Score -262342.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -262358.093750 Penalty: 3722.178223
	Iteration 10Q: 3 clusters Score -262358.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -262372.750000 Penalty: 3722.178223
	Iteration 11Q: 3 clusters Score -262372.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -262377.281250 Penalty: 3722.178223
	Iteration 12Q: 3 clusters Score -262377.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -262384.906250 Penalty: 3722.178223
	Iteration 13Q: 3 clusters Score -262384.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -262402.031250 Penalty: 3722.178223
	Iteration 14Q: 3 clusters Score -262402 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -262415.937500 Penalty: 3722.178223
	Iteration 15Q: 3 clusters Score -262415.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -262439.125000 Penalty: 3722.178223
	Iteration 16Q: 3 clusters Score -262439.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -262464.687500 Penalty: 3722.178223
	Iteration 17Q: 3 clusters Score -262464.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -262481.093750 Penalty: 3722.178223
	Iteration 18Q: 3 clusters Score -262481.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -262488.906250 Penalty: 3722.178223
	Iteration 19Q: 3 clusters Score -262488.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -262494.500000 Penalty: 3722.178223
	Iteration 20F: 3 clusters Score -262494.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -262497.437500 Penalty: 3722.178223
	Iteration 21Q: 3 clusters Score -262497.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -262497.218750 Penalty: 3722.178223
	Iteration 22Q: 3 clusters Score -262497.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -262497.218750 Penalty: 3722.178223
	Iteration 23F: 3 clusters Score -262497.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 15361 members 
Mstep: Class 3 contains 27067 members 
Mstep: Class 4 contains 35817 members 
Mstep: Class 5 contains 21364 members 
Mstep: Class 6 contains 641 members 
Mstep: Class 7 contains 2493 members 
Mstep: Class 8 contains 48749 members 
Mstep: Class 9 contains 29942 members 
Mstep: Class 10 contains 12108 members 
Mstep: Class 11 contains 4398 members 
Mstep: Class 12 contains 225570 members 
Mstep: Class 13 contains 9177 members 
Mstep: Class 14 contains 5299 members 
Mstep: Class 15 contains 27010 members 
Mstep: Class 16 contains 9441 members 
Mstep: Class 17 contains 9765 members 
Mstep: Class 18 contains 8382 members 
Mstep: Class 19 contains 163150 members 
Mstep: Class 20 contains 41548 members 
Mstep: Class 21 contains 12696 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 10774 members 
Mstep: Class 24 contains 4123 members 
Mstep: Class 25 contains 6795 members 
Mstep: Class 26 contains 60526 members 
Mstep: Class 27 contains 9619 members 
Mstep: Class 28 contains 6867 members 
Mstep: Class 29 contains 5311 members 
Mstep: Class 30 contains 8662 members 
Mstep: Class 31 contains 335 members 
Mstep: Class 32 contains 452 members 
Mstep: Class 33 contains 1802 members 
Mstep: Class 34 contains 8709 members 
Mstep: Class 35 contains 197277 members 
Mstep: Class 36 contains 2890 members 
Mstep: Class 37 contains 4614 members 
Mstep: Class 38 contains 2495 members 
Mstep: Class 39 contains 322 members 
Mstep: Class 40 contains 9957 members 
Mstep: Class 41 contains 27276 members 
Mstep: Class 42 contains 5087 members 
Mstep: Class 43 contains 12596 members 
Mstep: Class 44 contains 1001 members 
Mstep: Class 45 contains 3721 members 
Mstep: Class 46 contains 988 members 
Mstep: Class 47 contains 13836 members 
Mstep: Class 48 contains 384 members 
Mstep: Class 49 contains 4141 members 
Mstep: Class 50 contains 302 members 
Mstep: Class 51 contains 418 members 
Mstep: Class 52 contains 38411 members 
Mstep: Class 53 contains 264 members 
Mstep: Class 54 contains 7305 members 
Mstep: Class 55 contains 451 members 
Mstep: Class 56 contains 938 members 
Mstep: Class 57 contains 2957 members 
Mstep: Class 58 contains 814 members 
Mstep: Class 59 contains 155 members 
Mstep: Class 60 contains 635 members 
Mstep: Class 61 contains 549 members 
Mstep: Class 62 contains 275 members 
Mstep: Class 63 contains 367 members 
Mstep: Class 64 contains 222 members 
Mstep: Class 65 contains 746 members 
Mstep: Class 66 contains 230 members 
Mstep: Class 67 contains 151 members 
Mstep: Class 68 contains 722 members 
Mstep: Class 69 contains 503 members 
Mstep: Class 70 contains 214 members 
Mstep: Class 71 contains 399 members 
Mstep: Class 72 contains 4064 members 
Mstep: Class 73 contains 252 members 
Mstep: Class 74 contains 392 members 
Mstep: Class 75 contains 219 members 
Mstep: Class 76 contains 302 members 
Mstep: Class 77 contains 383 members 
Mstep: Class 78 contains 347 members 
Mstep: Class 79 contains 878 members 
Mstep: Class 80 contains 259 members 
Entering Unmasked Estep 
Score: -147545472.000000 Penalty: 277521.750000
Splitting cluster 56 changes total score from -147547280.000000 to -147545472.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 57 (2957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Entering Unmasked Estep 
Score: -370685.906250 Penalty: 1981.998779
	Iteration 0F: 2 clusters Score -370685.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -367474.156250 Penalty: 3963.997559
	Iteration 0F: 3 clusters Score -367474.2 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -368209.125000 Penalty: 3963.997559
	Iteration 1F: 3 clusters Score -368209.1 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -368418.500000 Penalty: 3963.997559
	Iteration 2F: 3 clusters Score -368418.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -368542.531250 Penalty: 3963.997559
	Iteration 3F: 3 clusters Score -368542.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -368635.281250 Penalty: 3963.997559
	Iteration 4Q: 3 clusters Score -368635.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -368706.687500 Penalty: 3963.997559
	Iteration 5Q: 3 clusters Score -368706.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -368745.937500 Penalty: 3963.997559
	Iteration 6Q: 3 clusters Score -368745.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -368767.093750 Penalty: 3963.997559
	Iteration 7Q: 3 clusters Score -368767.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -368782.000000 Penalty: 3963.997559
	Iteration 8Q: 3 clusters Score -368782 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -368796.343750 Penalty: 3963.997559
	Iteration 9Q: 3 clusters Score -368796.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -368810.812500 Penalty: 3963.997559
	Iteration 10Q: 3 clusters Score -368810.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -368823.625000 Penalty: 3963.997559
	Iteration 11Q: 3 clusters Score -368823.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -368832.875000 Penalty: 3963.997559
	Iteration 12Q: 3 clusters Score -368832.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -368839.468750 Penalty: 3963.997559
	Iteration 13Q: 3 clusters Score -368839.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -368846.125000 Penalty: 3963.997559
	Iteration 14Q: 3 clusters Score -368846.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -368851.125000 Penalty: 3963.997559
	Iteration 15Q: 3 clusters Score -368851.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -368858.968750 Penalty: 3963.997559
	Iteration 16Q: 3 clusters Score -368859 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -368870.093750 Penalty: 3963.997559
	Iteration 17Q: 3 clusters Score -368870.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -368880.937500 Penalty: 3963.997559
	Iteration 18Q: 3 clusters Score -368880.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -368892.781250 Penalty: 3963.997559
	Iteration 19Q: 3 clusters Score -368892.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -368905.687500 Penalty: 3963.997559
	Iteration 20F: 3 clusters Score -368905.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -368915.156250 Penalty: 3963.997559
	Iteration 21Q: 3 clusters Score -368915.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -368921.906250 Penalty: 3963.997559
	Iteration 22Q: 3 clusters Score -368921.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -368929.500000 Penalty: 3963.997559
	Iteration 23Q: 3 clusters Score -368929.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -368936.343750 Penalty: 3963.997559
	Iteration 24Q: 3 clusters Score -368936.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -368947.187500 Penalty: 3963.997559
	Iteration 25Q: 3 clusters Score -368947.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -368957.968750 Penalty: 3963.997559
	Iteration 26Q: 3 clusters Score -368958 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -368967.781250 Penalty: 3963.997559
	Iteration 27Q: 3 clusters Score -368967.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -368973.656250 Penalty: 3963.997559
	Iteration 28Q: 3 clusters Score -368973.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -368980.406250 Penalty: 3963.997559
	Iteration 29Q: 3 clusters Score -368980.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -368989.125000 Penalty: 3963.997559
	Iteration 30Q: 3 clusters Score -368989.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -368993.500000 Penalty: 3963.997559
	Iteration 31Q: 3 clusters Score -368993.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -368996.000000 Penalty: 3963.997559
	Iteration 32Q: 3 clusters Score -368996 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -369000.218750 Penalty: 3963.997559
	Iteration 33Q: 3 clusters Score -369000.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -369003.312500 Penalty: 3963.997559
	Iteration 34Q: 3 clusters Score -369003.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -369006.781250 Penalty: 3963.997559
	Iteration 35Q: 3 clusters Score -369006.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -369009.937500 Penalty: 3963.997559
	Iteration 36Q: 3 clusters Score -369009.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -369013.468750 Penalty: 3963.997559
	Iteration 37Q: 3 clusters Score -369013.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -369015.906250 Penalty: 3963.997559
	Iteration 38Q: 3 clusters Score -369015.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -369017.031250 Penalty: 3963.997559
	Iteration 39Q: 3 clusters Score -369017 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -369018.812500 Penalty: 3963.997559
	Iteration 40F: 3 clusters Score -369018.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -369021.968750 Penalty: 3963.997559
	Iteration 41Q: 3 clusters Score -369022 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -369023.625000 Penalty: 3963.997559
	Iteration 42Q: 3 clusters Score -369023.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -369025.593750 Penalty: 3963.997559
	Iteration 43Q: 3 clusters Score -369025.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -369025.781250 Penalty: 3963.997559
	Iteration 44Q: 3 clusters Score -369025.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -369027.062500 Penalty: 3963.997559
	Iteration 45Q: 3 clusters Score -369027.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -369028.218750 Penalty: 3963.997559
	Iteration 46Q: 3 clusters Score -369028.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -369027.718750 Penalty: 3963.997559
	Iteration 47Q: 3 clusters Score -369027.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -369028.625000 Penalty: 3963.997559
	Iteration 48Q: 3 clusters Score -369028.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -369028.656250 Penalty: 3963.997559
	Iteration 49Q: 3 clusters Score -369028.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -369028.843750 Penalty: 3963.997559
	Iteration 50Q: 3 clusters Score -369028.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -369029.625000 Penalty: 3963.997559
	Iteration 51Q: 3 clusters Score -369029.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -369029.718750 Penalty: 3963.997559
	Iteration 52Q: 3 clusters Score -369029.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -369029.718750 Penalty: 3963.997559
	Iteration 53F: 3 clusters Score -369029.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Entering Unmasked Estep 
Score: -116773.367188 Penalty: 1662.086182
	Iteration 0F: 2 clusters Score -116773.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -115078.046875 Penalty: 3324.172363
	Iteration 0F: 3 clusters Score -115078 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -115953.289062 Penalty: 3324.172363
	Iteration 1F: 3 clusters Score -115953.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -116591.562500 Penalty: 3324.172363
	Iteration 2F: 3 clusters Score -116591.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -117015.359375 Penalty: 3324.172363
	Iteration 3F: 3 clusters Score -117015.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -117454.765625 Penalty: 3324.172363
	Iteration 4F: 3 clusters Score -117454.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -117715.804688 Penalty: 3324.172363
	Iteration 5Q: 3 clusters Score -117715.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -117824.312500 Penalty: 3324.172363
	Iteration 6Q: 3 clusters Score -117824.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -117878.828125 Penalty: 3324.172363
	Iteration 7Q: 3 clusters Score -117878.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -117921.242188 Penalty: 3324.172363
	Iteration 8Q: 3 clusters Score -117921.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -117930.984375 Penalty: 3324.172363
	Iteration 9Q: 3 clusters Score -117931 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -117936.179688 Penalty: 3324.172363
	Iteration 10Q: 3 clusters Score -117936.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -117936.179688 Penalty: 3324.172363
	Iteration 11F: 3 clusters Score -117936.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 15361 members 
Mstep: Class 3 contains 27067 members 
Mstep: Class 4 contains 35817 members 
Mstep: Class 5 contains 21364 members 
Mstep: Class 6 contains 641 members 
Mstep: Class 7 contains 2493 members 
Mstep: Class 8 contains 48749 members 
Mstep: Class 9 contains 29942 members 
Mstep: Class 10 contains 12108 members 
Mstep: Class 11 contains 4398 members 
Mstep: Class 12 contains 225570 members 
Mstep: Class 13 contains 9177 members 
Mstep: Class 14 contains 5299 members 
Mstep: Class 15 contains 27010 members 
Mstep: Class 16 contains 9441 members 
Mstep: Class 17 contains 9765 members 
Mstep: Class 18 contains 8382 members 
Mstep: Class 19 contains 163150 members 
Mstep: Class 20 contains 41548 members 
Mstep: Class 21 contains 12696 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 10774 members 
Mstep: Class 24 contains 4123 members 
Mstep: Class 25 contains 6795 members 
Mstep: Class 26 contains 60526 members 
Mstep: Class 27 contains 9619 members 
Mstep: Class 28 contains 6867 members 
Mstep: Class 29 contains 5311 members 
Mstep: Class 30 contains 8662 members 
Mstep: Class 31 contains 335 members 
Mstep: Class 32 contains 452 members 
Mstep: Class 33 contains 1802 members 
Mstep: Class 34 contains 8709 members 
Mstep: Class 35 contains 197277 members 
Mstep: Class 36 contains 2890 members 
Mstep: Class 37 contains 4614 members 
Mstep: Class 38 contains 2495 members 
Mstep: Class 39 contains 322 members 
Mstep: Class 40 contains 9957 members 
Mstep: Class 41 contains 27276 members 
Mstep: Class 42 contains 5087 members 
Mstep: Class 43 contains 12596 members 
Mstep: Class 44 contains 1001 members 
Mstep: Class 45 contains 3721 members 
Mstep: Class 46 contains 988 members 
Mstep: Class 47 contains 13836 members 
Mstep: Class 48 contains 384 members 
Mstep: Class 49 contains 4141 members 
Mstep: Class 50 contains 302 members 
Mstep: Class 51 contains 418 members 
Mstep: Class 52 contains 38411 members 
Mstep: Class 53 contains 264 members 
Mstep: Class 54 contains 7305 members 
Mstep: Class 55 contains 451 members 
Mstep: Class 56 contains 1816 members 
Mstep: Class 57 contains 2957 members 
Mstep: Class 58 contains 444 members 
Mstep: Class 59 contains 155 members 
Mstep: Class 60 contains 635 members 
Mstep: Class 61 contains 549 members 
Mstep: Class 62 contains 275 members 
Mstep: Class 63 contains 367 members 
Mstep: Class 64 contains 222 members 
Mstep: Class 65 contains 746 members 
Mstep: Class 66 contains 230 members 
Mstep: Class 67 contains 151 members 
Mstep: Class 68 contains 722 members 
Mstep: Class 69 contains 503 members 
Mstep: Class 70 contains 214 members 
Mstep: Class 71 contains 399 members 
Mstep: Class 72 contains 4064 members 
Mstep: Class 73 contains 252 members 
Mstep: Class 74 contains 392 members 
Mstep: Class 75 contains 219 members 
Mstep: Class 76 contains 302 members 
Mstep: Class 77 contains 383 members 
Mstep: Class 78 contains 347 members 
Mstep: Class 79 contains 370 members 
Mstep: Class 80 contains 259 members 
Entering Unmasked Estep 
Score: -147546416.000000 Penalty: 277521.750000
Splitting cluster 58 changes total score from -147547280.000000 to -147546416.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 59 (155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Entering Unmasked Estep 
Score: -21802.712891 Penalty: 1250.769409
	Iteration 0F: 2 clusters Score -21802.71 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 82 members 
Entering Unmasked Estep 
Score: -20823.621094 Penalty: 2501.538818
	Iteration 0F: 3 clusters Score -20823.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -20872.994141 Penalty: 2501.538818
	Iteration 1F: 3 clusters Score -20872.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -20890.074219 Penalty: 2501.538818
	Iteration 2Q: 3 clusters Score -20890.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -20919.474609 Penalty: 2501.538818
	Iteration 3Q: 3 clusters Score -20919.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -20919.474609 Penalty: 2501.538818
	Iteration 4F: 3 clusters Score -20919.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Entering Unmasked Estep 
Score: -97959.562500 Penalty: 1600.499023
	Iteration 0F: 2 clusters Score -97959.56 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 312 members 
Entering Unmasked Estep 
Score: -96317.390625 Penalty: 3200.998047
	Iteration 0F: 3 clusters Score -96317.39 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -96841.789062 Penalty: 3200.998047
	Iteration 1F: 3 clusters Score -96841.79 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -97132.132812 Penalty: 3200.998047
	Iteration 2F: 3 clusters Score -97132.13 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -97270.289062 Penalty: 3200.998047
	Iteration 3F: 3 clusters Score -97270.29 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -97334.585938 Penalty: 3200.998047
	Iteration 4Q: 3 clusters Score -97334.59 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -97382.718750 Penalty: 3200.998047
	Iteration 5Q: 3 clusters Score -97382.72 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -97412.171875 Penalty: 3200.998047
	Iteration 6Q: 3 clusters Score -97412.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -97426.531250 Penalty: 3200.998047
	Iteration 7Q: 3 clusters Score -97426.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -97426.531250 Penalty: 3200.998047
	Iteration 8F: 3 clusters Score -97426.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Entering Unmasked Estep 
Score: -43444.664062 Penalty: 1564.408325
	Iteration 0F: 2 clusters Score -43444.66 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 262 members 
Entering Unmasked Estep 
Score: -42141.332031 Penalty: 3128.816650
	Iteration 0F: 3 clusters Score -42141.33 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -42596.058594 Penalty: 3128.816650
	Iteration 1F: 3 clusters Score -42596.06 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -42744.703125 Penalty: 3128.816650
	Iteration 2F: 3 clusters Score -42744.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -42858.472656 Penalty: 3128.816650
	Iteration 3F: 3 clusters Score -42858.47 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -42931.218750 Penalty: 3128.816650
	Iteration 4Q: 3 clusters Score -42931.22 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -42956.363281 Penalty: 3128.816650
	Iteration 5Q: 3 clusters Score -42956.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -42974.082031 Penalty: 3128.816650
	Iteration 6Q: 3 clusters Score -42974.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -42985.660156 Penalty: 3128.816650
	Iteration 7Q: 3 clusters Score -42985.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -42996.808594 Penalty: 3128.816650
	Iteration 8Q: 3 clusters Score -42996.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -43008.796875 Penalty: 3128.816650
	Iteration 9Q: 3 clusters Score -43008.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -43031.074219 Penalty: 3128.816650
	Iteration 10Q: 3 clusters Score -43031.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -43034.476562 Penalty: 3128.816650
	Iteration 11Q: 3 clusters Score -43034.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -43034.476562 Penalty: 3128.816650
	Iteration 12F: 3 clusters Score -43034.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Entering Unmasked Estep 
Score: -35934.253906 Penalty: 1392.959229
	Iteration 0F: 2 clusters Score -35934.25 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 146 members 
Entering Unmasked Estep 
Score: -34826.054688 Penalty: 2785.918457
	Iteration 0F: 3 clusters Score -34826.05 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -35284.875000 Penalty: 2785.918457
	Iteration 1F: 3 clusters Score -35284.88 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -35495.261719 Penalty: 2785.918457
	Iteration 2F: 3 clusters Score -35495.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -35566.261719 Penalty: 2785.918457
	Iteration 3Q: 3 clusters Score -35566.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -35647.648438 Penalty: 2785.918457
	Iteration 4Q: 3 clusters Score -35647.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -35685.632812 Penalty: 2785.918457
	Iteration 5Q: 3 clusters Score -35685.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -35694.820312 Penalty: 2785.918457
	Iteration 6Q: 3 clusters Score -35694.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -35694.820312 Penalty: 2785.918457
	Iteration 7F: 3 clusters Score -35694.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Entering Unmasked Estep 
Score: -53838.890625 Penalty: 1464.529663
	Iteration 0F: 2 clusters Score -53838.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -52546.414062 Penalty: 2929.059326
	Iteration 0F: 3 clusters Score -52546.41 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -53073.808594 Penalty: 2929.059326
	Iteration 1F: 3 clusters Score -53073.81 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -53433.449219 Penalty: 2929.059326
	Iteration 2F: 3 clusters Score -53433.45 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -53635.531250 Penalty: 2929.059326
	Iteration 3F: 3 clusters Score -53635.53 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -53716.792969 Penalty: 2929.059326
	Iteration 4Q: 3 clusters Score -53716.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -53831.082031 Penalty: 2929.059326
	Iteration 5Q: 3 clusters Score -53831.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -54034.015625 Penalty: 2929.059326
	Iteration 6Q: 3 clusters Score -54034.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -54060.562500 Penalty: 2929.059326
	Iteration 7Q: 3 clusters Score -54060.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -54097.324219 Penalty: 2929.059326
	Iteration 8Q: 3 clusters Score -54097.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -54097.324219 Penalty: 2929.059326
	Iteration 9F: 3 clusters Score -54097.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 15361 members 
Mstep: Class 3 contains 27067 members 
Mstep: Class 4 contains 35817 members 
Mstep: Class 5 contains 21364 members 
Mstep: Class 6 contains 641 members 
Mstep: Class 7 contains 2493 members 
Mstep: Class 8 contains 48749 members 
Mstep: Class 9 contains 29942 members 
Mstep: Class 10 contains 12108 members 
Mstep: Class 11 contains 4398 members 
Mstep: Class 12 contains 225570 members 
Mstep: Class 13 contains 9177 members 
Mstep: Class 14 contains 5299 members 
Mstep: Class 15 contains 27010 members 
Mstep: Class 16 contains 9441 members 
Mstep: Class 17 contains 9765 members 
Mstep: Class 18 contains 8382 members 
Mstep: Class 19 contains 163150 members 
Mstep: Class 20 contains 41548 members 
Mstep: Class 21 contains 12696 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 10774 members 
Mstep: Class 24 contains 4123 members 
Mstep: Class 25 contains 6795 members 
Mstep: Class 26 contains 60526 members 
Mstep: Class 27 contains 9619 members 
Mstep: Class 28 contains 6867 members 
Mstep: Class 29 contains 5311 members 
Mstep: Class 30 contains 8662 members 
Mstep: Class 31 contains 335 members 
Mstep: Class 32 contains 452 members 
Mstep: Class 33 contains 1802 members 
Mstep: Class 34 contains 8709 members 
Mstep: Class 35 contains 197277 members 
Mstep: Class 36 contains 2890 members 
Mstep: Class 37 contains 4614 members 
Mstep: Class 38 contains 2495 members 
Mstep: Class 39 contains 322 members 
Mstep: Class 40 contains 9957 members 
Mstep: Class 41 contains 27276 members 
Mstep: Class 42 contains 5087 members 
Mstep: Class 43 contains 12596 members 
Mstep: Class 44 contains 1001 members 
Mstep: Class 45 contains 3721 members 
Mstep: Class 46 contains 988 members 
Mstep: Class 47 contains 13836 members 
Mstep: Class 48 contains 384 members 
Mstep: Class 49 contains 4141 members 
Mstep: Class 50 contains 302 members 
Mstep: Class 51 contains 418 members 
Mstep: Class 52 contains 38411 members 
Mstep: Class 53 contains 264 members 
Mstep: Class 54 contains 7305 members 
Mstep: Class 55 contains 451 members 
Mstep: Class 56 contains 1816 members 
Mstep: Class 57 contains 2957 members 
Mstep: Class 58 contains 814 members 
Mstep: Class 59 contains 155 members 
Mstep: Class 60 contains 635 members 
Mstep: Class 61 contains 549 members 
Mstep: Class 62 contains 275 members 
Mstep: Class 63 contains 89 members 
Mstep: Class 64 contains 222 members 
Mstep: Class 65 contains 746 members 
Mstep: Class 66 contains 230 members 
Mstep: Class 67 contains 151 members 
Mstep: Class 68 contains 722 members 
Mstep: Class 69 contains 503 members 
Mstep: Class 70 contains 214 members 
Mstep: Class 71 contains 399 members 
Mstep: Class 72 contains 4064 members 
Mstep: Class 73 contains 252 members 
Mstep: Class 74 contains 392 members 
Mstep: Class 75 contains 219 members 
Mstep: Class 76 contains 302 members 
Mstep: Class 77 contains 383 members 
Mstep: Class 78 contains 347 members 
Mstep: Class 79 contains 278 members 
Mstep: Class 80 contains 259 members 
Entering Unmasked Estep 
Score: -147545376.000000 Penalty: 277521.750000
Splitting cluster 63 changes total score from -147547280.000000 to -147545376.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 64 (222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Entering Unmasked Estep 
Score: -31150.962891 Penalty: 1339.864014
	Iteration 0F: 2 clusters Score -31150.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -29982.728516 Penalty: 2679.728027
	Iteration 0F: 3 clusters Score -29982.73 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -30148.601562 Penalty: 2679.728027
	Iteration 1F: 3 clusters Score -30148.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -30311.216797 Penalty: 2679.728027
	Iteration 2F: 3 clusters Score -30311.22 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -30367.849609 Penalty: 2679.728027
	Iteration 3Q: 3 clusters Score -30367.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -30404.269531 Penalty: 2679.728027
	Iteration 4Q: 3 clusters Score -30404.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -30428.728516 Penalty: 2679.728027
	Iteration 5Q: 3 clusters Score -30428.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -30503.126953 Penalty: 2679.728027
	Iteration 6Q: 3 clusters Score -30503.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -30553.515625 Penalty: 2679.728027
	Iteration 7Q: 3 clusters Score -30553.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -30623.009766 Penalty: 2679.728027
	Iteration 8Q: 3 clusters Score -30623.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -30623.009766 Penalty: 2679.728027
	Iteration 9F: 3 clusters Score -30623.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Entering Unmasked Estep 
Score: -107123.101562 Penalty: 1640.451904
	Iteration 0F: 2 clusters Score -107123.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -105510.492188 Penalty: 3280.903809
	Iteration 0F: 3 clusters Score -105510.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -105928.421875 Penalty: 3280.903809
	Iteration 1F: 3 clusters Score -105928.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -106238.796875 Penalty: 3280.903809
	Iteration 2F: 3 clusters Score -106238.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -106428.140625 Penalty: 3280.903809
	Iteration 3F: 3 clusters Score -106428.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -106679.968750 Penalty: 3280.903809
	Iteration 4Q: 3 clusters Score -106680 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -106820.265625 Penalty: 3280.903809
	Iteration 5Q: 3 clusters Score -106820.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -106927.007812 Penalty: 3280.903809
	Iteration 6Q: 3 clusters Score -106927 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -106999.773438 Penalty: 3280.903809
	Iteration 7Q: 3 clusters Score -106999.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -107065.250000 Penalty: 3280.903809
	Iteration 8Q: 3 clusters Score -107065.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -107122.257812 Penalty: 3280.903809
	Iteration 9Q: 3 clusters Score -107122.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -107166.007812 Penalty: 3280.903809
	Iteration 10Q: 3 clusters Score -107166 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -107192.703125 Penalty: 3280.903809
	Iteration 11Q: 3 clusters Score -107192.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -107216.062500 Penalty: 3280.903809
	Iteration 12Q: 3 clusters Score -107216.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -107251.289062 Penalty: 3280.903809
	Iteration 13Q: 3 clusters Score -107251.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -107312.500000 Penalty: 3280.903809
	Iteration 14Q: 3 clusters Score -107312.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -107369.078125 Penalty: 3280.903809
	Iteration 15Q: 3 clusters Score -107369.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -107384.890625 Penalty: 3280.903809
	Iteration 16Q: 3 clusters Score -107384.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -107401.515625 Penalty: 3280.903809
	Iteration 17Q: 3 clusters Score -107401.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -107409.437500 Penalty: 3280.903809
	Iteration 18Q: 3 clusters Score -107409.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -107433.804688 Penalty: 3280.903809
	Iteration 19Q: 3 clusters Score -107433.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -107481.765625 Penalty: 3280.903809
	Iteration 20F: 3 clusters Score -107481.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -107504.507812 Penalty: 3280.903809
	Iteration 21Q: 3 clusters Score -107504.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -107504.507812 Penalty: 3280.903809
	Iteration 22F: 3 clusters Score -107504.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 15361 members 
Mstep: Class 3 contains 27067 members 
Mstep: Class 4 contains 35817 members 
Mstep: Class 5 contains 21364 members 
Mstep: Class 6 contains 641 members 
Mstep: Class 7 contains 2493 members 
Mstep: Class 8 contains 48749 members 
Mstep: Class 9 contains 29942 members 
Mstep: Class 10 contains 12108 members 
Mstep: Class 11 contains 4398 members 
Mstep: Class 12 contains 225570 members 
Mstep: Class 13 contains 9177 members 
Mstep: Class 14 contains 5299 members 
Mstep: Class 15 contains 27010 members 
Mstep: Class 16 contains 9441 members 
Mstep: Class 17 contains 9765 members 
Mstep: Class 18 contains 8382 members 
Mstep: Class 19 contains 163150 members 
Mstep: Class 20 contains 41548 members 
Mstep: Class 21 contains 12696 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 10774 members 
Mstep: Class 24 contains 4123 members 
Mstep: Class 25 contains 6795 members 
Mstep: Class 26 contains 60526 members 
Mstep: Class 27 contains 9619 members 
Mstep: Class 28 contains 6867 members 
Mstep: Class 29 contains 5311 members 
Mstep: Class 30 contains 8662 members 
Mstep: Class 31 contains 335 members 
Mstep: Class 32 contains 452 members 
Mstep: Class 33 contains 1802 members 
Mstep: Class 34 contains 8709 members 
Mstep: Class 35 contains 197277 members 
Mstep: Class 36 contains 2890 members 
Mstep: Class 37 contains 4614 members 
Mstep: Class 38 contains 2495 members 
Mstep: Class 39 contains 322 members 
Mstep: Class 40 contains 9957 members 
Mstep: Class 41 contains 27276 members 
Mstep: Class 42 contains 5087 members 
Mstep: Class 43 contains 12596 members 
Mstep: Class 44 contains 1001 members 
Mstep: Class 45 contains 3721 members 
Mstep: Class 46 contains 988 members 
Mstep: Class 47 contains 13836 members 
Mstep: Class 48 contains 384 members 
Mstep: Class 49 contains 4141 members 
Mstep: Class 50 contains 302 members 
Mstep: Class 51 contains 418 members 
Mstep: Class 52 contains 38411 members 
Mstep: Class 53 contains 264 members 
Mstep: Class 54 contains 7305 members 
Mstep: Class 55 contains 451 members 
Mstep: Class 56 contains 1816 members 
Mstep: Class 57 contains 2957 members 
Mstep: Class 58 contains 814 members 
Mstep: Class 59 contains 155 members 
Mstep: Class 60 contains 635 members 
Mstep: Class 61 contains 549 members 
Mstep: Class 62 contains 275 members 
Mstep: Class 63 contains 367 members 
Mstep: Class 64 contains 222 members 
Mstep: Class 65 contains 401 members 
Mstep: Class 66 contains 230 members 
Mstep: Class 67 contains 151 members 
Mstep: Class 68 contains 722 members 
Mstep: Class 69 contains 503 members 
Mstep: Class 70 contains 214 members 
Mstep: Class 71 contains 399 members 
Mstep: Class 72 contains 4064 members 
Mstep: Class 73 contains 252 members 
Mstep: Class 74 contains 392 members 
Mstep: Class 75 contains 219 members 
Mstep: Class 76 contains 302 members 
Mstep: Class 77 contains 383 members 
Mstep: Class 78 contains 347 members 
Mstep: Class 79 contains 345 members 
Mstep: Class 80 contains 259 members 
Entering Unmasked Estep 
Score: -147545696.000000 Penalty: 277521.750000
Splitting cluster 65 changes total score from -147547280.000000 to -147545696.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 66 (230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Entering Unmasked Estep 
Score: -23675.490234 Penalty: 1348.643677
	Iteration 0F: 2 clusters Score -23675.49 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 107 members 
Entering Unmasked Estep 
Score: -22574.228516 Penalty: 2697.287354
	Iteration 0F: 3 clusters Score -22574.23 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -22666.103516 Penalty: 2697.287354
	Iteration 1F: 3 clusters Score -22666.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -22679.126953 Penalty: 2697.287354
	Iteration 2Q: 3 clusters Score -22679.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -22686.175781 Penalty: 2697.287354
	Iteration 3Q: 3 clusters Score -22686.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -22686.175781 Penalty: 2697.287354
	Iteration 4F: 3 clusters Score -22686.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Entering Unmasked Estep 
Score: -19840.548828 Penalty: 1244.285400
	Iteration 0F: 2 clusters Score -19840.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -18946.296875 Penalty: 2488.570801
	Iteration 0F: 3 clusters Score -18946.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -18967.826172 Penalty: 2488.570801
	Iteration 1Q: 3 clusters Score -18967.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -18987.804688 Penalty: 2488.570801
	Iteration 2Q: 3 clusters Score -18987.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -18999.576172 Penalty: 2488.570801
	Iteration 3Q: 3 clusters Score -18999.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -19024.654297 Penalty: 2488.570801
	Iteration 4Q: 3 clusters Score -19024.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -19033.691406 Penalty: 2488.570801
	Iteration 5Q: 3 clusters Score -19033.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -19033.691406 Penalty: 2488.570801
	Iteration 6F: 3 clusters Score -19033.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Entering Unmasked Estep 
Score: -110953.429688 Penalty: 1632.342163
	Iteration 0F: 2 clusters Score -110953.4 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 377 members 
Entering Unmasked Estep 
Score: -109287.773438 Penalty: 3264.684326
	Iteration 0F: 3 clusters Score -109287.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -109827.726562 Penalty: 3264.684326
	Iteration 1F: 3 clusters Score -109827.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -110202.523438 Penalty: 3264.684326
	Iteration 2F: 3 clusters Score -110202.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -110358.718750 Penalty: 3264.684326
	Iteration 3F: 3 clusters Score -110358.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -110478.460938 Penalty: 3264.684326
	Iteration 4Q: 3 clusters Score -110478.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -110571.679688 Penalty: 3264.684326
	Iteration 5Q: 3 clusters Score -110571.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -110663.609375 Penalty: 3264.684326
	Iteration 6Q: 3 clusters Score -110663.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -110769.109375 Penalty: 3264.684326
	Iteration 7Q: 3 clusters Score -110769.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -110821.257812 Penalty: 3264.684326
	Iteration 8Q: 3 clusters Score -110821.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -110888.570312 Penalty: 3264.684326
	Iteration 9Q: 3 clusters Score -110888.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -110951.992188 Penalty: 3264.684326
	Iteration 10Q: 3 clusters Score -110952 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -110976.742188 Penalty: 3264.684326
	Iteration 11Q: 3 clusters Score -110976.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -110982.429688 Penalty: 3264.684326
	Iteration 12Q: 3 clusters Score -110982.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -110987.398438 Penalty: 3264.684326
	Iteration 13Q: 3 clusters Score -110987.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -110988.187500 Penalty: 3264.684326
	Iteration 14Q: 3 clusters Score -110988.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -110989.390625 Penalty: 3264.684326
	Iteration 15F: 3 clusters Score -110989.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -110994.828125 Penalty: 3264.684326
	Iteration 16Q: 3 clusters Score -110994.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -110997.367188 Penalty: 3264.684326
	Iteration 17Q: 3 clusters Score -110997.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -110999.304688 Penalty: 3264.684326
	Iteration 18Q: 3 clusters Score -110999.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -111002.078125 Penalty: 3264.684326
	Iteration 19Q: 3 clusters Score -111002.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -111002.078125 Penalty: 3264.684326
	Iteration 20F: 3 clusters Score -111002.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 15361 members 
Mstep: Class 3 contains 27067 members 
Mstep: Class 4 contains 35817 members 
Mstep: Class 5 contains 21364 members 
Mstep: Class 6 contains 641 members 
Mstep: Class 7 contains 2493 members 
Mstep: Class 8 contains 48749 members 
Mstep: Class 9 contains 29942 members 
Mstep: Class 10 contains 12108 members 
Mstep: Class 11 contains 4398 members 
Mstep: Class 12 contains 225570 members 
Mstep: Class 13 contains 9177 members 
Mstep: Class 14 contains 5299 members 
Mstep: Class 15 contains 27010 members 
Mstep: Class 16 contains 9441 members 
Mstep: Class 17 contains 9765 members 
Mstep: Class 18 contains 8382 members 
Mstep: Class 19 contains 163150 members 
Mstep: Class 20 contains 41548 members 
Mstep: Class 21 contains 12696 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 10774 members 
Mstep: Class 24 contains 4123 members 
Mstep: Class 25 contains 6795 members 
Mstep: Class 26 contains 60526 members 
Mstep: Class 27 contains 9619 members 
Mstep: Class 28 contains 6867 members 
Mstep: Class 29 contains 5311 members 
Mstep: Class 30 contains 8662 members 
Mstep: Class 31 contains 335 members 
Mstep: Class 32 contains 452 members 
Mstep: Class 33 contains 1802 members 
Mstep: Class 34 contains 8709 members 
Mstep: Class 35 contains 197277 members 
Mstep: Class 36 contains 2890 members 
Mstep: Class 37 contains 4614 members 
Mstep: Class 38 contains 2495 members 
Mstep: Class 39 contains 322 members 
Mstep: Class 40 contains 9957 members 
Mstep: Class 41 contains 27276 members 
Mstep: Class 42 contains 5087 members 
Mstep: Class 43 contains 12596 members 
Mstep: Class 44 contains 1001 members 
Mstep: Class 45 contains 3721 members 
Mstep: Class 46 contains 988 members 
Mstep: Class 47 contains 13836 members 
Mstep: Class 48 contains 384 members 
Mstep: Class 49 contains 4141 members 
Mstep: Class 50 contains 302 members 
Mstep: Class 51 contains 418 members 
Mstep: Class 52 contains 38411 members 
Mstep: Class 53 contains 264 members 
Mstep: Class 54 contains 7305 members 
Mstep: Class 55 contains 451 members 
Mstep: Class 56 contains 1816 members 
Mstep: Class 57 contains 2957 members 
Mstep: Class 58 contains 814 members 
Mstep: Class 59 contains 155 members 
Mstep: Class 60 contains 635 members 
Mstep: Class 61 contains 549 members 
Mstep: Class 62 contains 275 members 
Mstep: Class 63 contains 367 members 
Mstep: Class 64 contains 222 members 
Mstep: Class 65 contains 746 members 
Mstep: Class 66 contains 230 members 
Mstep: Class 67 contains 151 members 
Mstep: Class 68 contains 380 members 
Mstep: Class 69 contains 503 members 
Mstep: Class 70 contains 214 members 
Mstep: Class 71 contains 399 members 
Mstep: Class 72 contains 4064 members 
Mstep: Class 73 contains 252 members 
Mstep: Class 74 contains 392 members 
Mstep: Class 75 contains 219 members 
Mstep: Class 76 contains 302 members 
Mstep: Class 77 contains 383 members 
Mstep: Class 78 contains 347 members 
Mstep: Class 79 contains 342 members 
Mstep: Class 80 contains 259 members 
Entering Unmasked Estep 
Score: -147545440.000000 Penalty: 277521.750000
Splitting cluster 68 changes total score from -147547280.000000 to -147545440.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 69 (503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Entering Unmasked Estep 
Score: -72012.492188 Penalty: 1542.706299
	Iteration 0F: 2 clusters Score -72012.49 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 249 members 
Entering Unmasked Estep 
Score: -70674.242188 Penalty: 3085.412598
	Iteration 0F: 3 clusters Score -70674.24 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -71548.039062 Penalty: 3085.412598
	Iteration 1F: 3 clusters Score -71548.04 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -71887.093750 Penalty: 3085.412598
	Iteration 2F: 3 clusters Score -71887.09 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -72101.367188 Penalty: 3085.412598
	Iteration 3F: 3 clusters Score -72101.37 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -72199.921875 Penalty: 3085.412598
	Iteration 4Q: 3 clusters Score -72199.92 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -72268.343750 Penalty: 3085.412598
	Iteration 5Q: 3 clusters Score -72268.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -72271.523438 Penalty: 3085.412598
	Iteration 6Q: 3 clusters Score -72271.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -72280.070312 Penalty: 3085.412598
	Iteration 7Q: 3 clusters Score -72280.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -72283.507812 Penalty: 3085.412598
	Iteration 8Q: 3 clusters Score -72283.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -72283.507812 Penalty: 3085.412598
	Iteration 9F: 3 clusters Score -72283.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 15361 members 
Mstep: Class 3 contains 27067 members 
Mstep: Class 4 contains 35817 members 
Mstep: Class 5 contains 21364 members 
Mstep: Class 6 contains 641 members 
Mstep: Class 7 contains 2493 members 
Mstep: Class 8 contains 48749 members 
Mstep: Class 9 contains 29942 members 
Mstep: Class 10 contains 12108 members 
Mstep: Class 11 contains 4398 members 
Mstep: Class 12 contains 225570 members 
Mstep: Class 13 contains 9177 members 
Mstep: Class 14 contains 5299 members 
Mstep: Class 15 contains 27010 members 
Mstep: Class 16 contains 9441 members 
Mstep: Class 17 contains 9765 members 
Mstep: Class 18 contains 8382 members 
Mstep: Class 19 contains 163150 members 
Mstep: Class 20 contains 41548 members 
Mstep: Class 21 contains 12696 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 10774 members 
Mstep: Class 24 contains 4123 members 
Mstep: Class 25 contains 6795 members 
Mstep: Class 26 contains 60526 members 
Mstep: Class 27 contains 9619 members 
Mstep: Class 28 contains 6867 members 
Mstep: Class 29 contains 5311 members 
Mstep: Class 30 contains 8662 members 
Mstep: Class 31 contains 335 members 
Mstep: Class 32 contains 452 members 
Mstep: Class 33 contains 1802 members 
Mstep: Class 34 contains 8709 members 
Mstep: Class 35 contains 197277 members 
Mstep: Class 36 contains 2890 members 
Mstep: Class 37 contains 4614 members 
Mstep: Class 38 contains 2495 members 
Mstep: Class 39 contains 322 members 
Mstep: Class 40 contains 9957 members 
Mstep: Class 41 contains 27276 members 
Mstep: Class 42 contains 5087 members 
Mstep: Class 43 contains 12596 members 
Mstep: Class 44 contains 1001 members 
Mstep: Class 45 contains 3721 members 
Mstep: Class 46 contains 988 members 
Mstep: Class 47 contains 13836 members 
Mstep: Class 48 contains 384 members 
Mstep: Class 49 contains 4141 members 
Mstep: Class 50 contains 302 members 
Mstep: Class 51 contains 418 members 
Mstep: Class 52 contains 38411 members 
Mstep: Class 53 contains 264 members 
Mstep: Class 54 contains 7305 members 
Mstep: Class 55 contains 451 members 
Mstep: Class 56 contains 1816 members 
Mstep: Class 57 contains 2957 members 
Mstep: Class 58 contains 814 members 
Mstep: Class 59 contains 155 members 
Mstep: Class 60 contains 635 members 
Mstep: Class 61 contains 549 members 
Mstep: Class 62 contains 275 members 
Mstep: Class 63 contains 367 members 
Mstep: Class 64 contains 222 members 
Mstep: Class 65 contains 746 members 
Mstep: Class 66 contains 230 members 
Mstep: Class 67 contains 151 members 
Mstep: Class 68 contains 722 members 
Mstep: Class 69 contains 318 members 
Mstep: Class 70 contains 214 members 
Mstep: Class 71 contains 399 members 
Mstep: Class 72 contains 4064 members 
Mstep: Class 73 contains 252 members 
Mstep: Class 74 contains 392 members 
Mstep: Class 75 contains 219 members 
Mstep: Class 76 contains 302 members 
Mstep: Class 77 contains 383 members 
Mstep: Class 78 contains 347 members 
Mstep: Class 79 contains 185 members 
Mstep: Class 80 contains 259 members 
Entering Unmasked Estep 
Score: -147545344.000000 Penalty: 277521.750000
Splitting cluster 69 changes total score from -147547280.000000 to -147545344.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 70 (214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Entering Unmasked Estep 
Score: -28111.199219 Penalty: 1330.761963
	Iteration 0F: 2 clusters Score -28111.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -27048.355469 Penalty: 2661.523926
	Iteration 0F: 3 clusters Score -27048.36 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -27277.263672 Penalty: 2661.523926
	Iteration 1F: 3 clusters Score -27277.26 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -27439.283203 Penalty: 2661.523926
	Iteration 2F: 3 clusters Score -27439.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -27503.886719 Penalty: 2661.523926
	Iteration 3Q: 3 clusters Score -27503.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -27503.886719 Penalty: 2661.523926
	Iteration 4F: 3 clusters Score -27503.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Entering Unmasked Estep 
Score: -59571.550781 Penalty: 1485.262329
	Iteration 0F: 2 clusters Score -59571.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -58177.324219 Penalty: 2970.524658
	Iteration 0F: 3 clusters Score -58177.32 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -58396.039062 Penalty: 2970.524658
	Iteration 1F: 3 clusters Score -58396.04 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -58502.378906 Penalty: 2970.524658
	Iteration 2F: 3 clusters Score -58502.38 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -58575.824219 Penalty: 2970.524658
	Iteration 3Q: 3 clusters Score -58575.82 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -58622.785156 Penalty: 2970.524658
	Iteration 4Q: 3 clusters Score -58622.79 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -58690.992188 Penalty: 2970.524658
	Iteration 5Q: 3 clusters Score -58690.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -58705.464844 Penalty: 2970.524658
	Iteration 6Q: 3 clusters Score -58705.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -58763.316406 Penalty: 2970.524658
	Iteration 7Q: 3 clusters Score -58763.32 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -58909.761719 Penalty: 2970.524658
	Iteration 8Q: 3 clusters Score -58909.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -59149.734375 Penalty: 2970.524658
	Iteration 9Q: 3 clusters Score -59149.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -59172.699219 Penalty: 2970.524658
	Iteration 10Q: 3 clusters Score -59172.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -59175.500000 Penalty: 2970.524658
	Iteration 11Q: 3 clusters Score -59175.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -59175.500000 Penalty: 2970.524658
	Iteration 12F: 3 clusters Score -59175.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 72 (4064 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Entering Unmasked Estep 
Score: -558803.437500 Penalty: 2060.860840
	Iteration 0F: 2 clusters Score -558803.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -555060.937500 Penalty: 4121.721680
	Iteration 0F: 3 clusters Score -555060.9 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -557373.375000 Penalty: 4121.721680
	Iteration 1F: 3 clusters Score -557373.4 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -558163.312500 Penalty: 4121.721680
	Iteration 2F: 3 clusters Score -558163.3 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -558564.375000 Penalty: 4121.721680
	Iteration 3F: 3 clusters Score -558564.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -558745.375000 Penalty: 4121.721680
	Iteration 4Q: 3 clusters Score -558745.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -558864.125000 Penalty: 4121.721680
	Iteration 5Q: 3 clusters Score -558864.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -558950.750000 Penalty: 4121.721680
	Iteration 6Q: 3 clusters Score -558950.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -559018.625000 Penalty: 4121.721680
	Iteration 7Q: 3 clusters Score -559018.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -559087.000000 Penalty: 4121.721680
	Iteration 8Q: 3 clusters Score -559087 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -559151.000000 Penalty: 4121.721680
	Iteration 9Q: 3 clusters Score -559151 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -559195.562500 Penalty: 4121.721680
	Iteration 10Q: 3 clusters Score -559195.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -559244.187500 Penalty: 4121.721680
	Iteration 11Q: 3 clusters Score -559244.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -559281.250000 Penalty: 4121.721680
	Iteration 12Q: 3 clusters Score -559281.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -559311.562500 Penalty: 4121.721680
	Iteration 13Q: 3 clusters Score -559311.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -559336.500000 Penalty: 4121.721680
	Iteration 14Q: 3 clusters Score -559336.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -559358.500000 Penalty: 4121.721680
	Iteration 15Q: 3 clusters Score -559358.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -559377.937500 Penalty: 4121.721680
	Iteration 16Q: 3 clusters Score -559377.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -559405.625000 Penalty: 4121.721680
	Iteration 17Q: 3 clusters Score -559405.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -559438.000000 Penalty: 4121.721680
	Iteration 18Q: 3 clusters Score -559438 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -559486.437500 Penalty: 4121.721680
	Iteration 19Q: 3 clusters Score -559486.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -559554.625000 Penalty: 4121.721680
	Iteration 20F: 3 clusters Score -559554.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -559621.875000 Penalty: 4121.721680
	Iteration 21Q: 3 clusters Score -559621.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -559662.312500 Penalty: 4121.721680
	Iteration 22Q: 3 clusters Score -559662.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -559693.125000 Penalty: 4121.721680
	Iteration 23Q: 3 clusters Score -559693.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -559720.125000 Penalty: 4121.721680
	Iteration 24Q: 3 clusters Score -559720.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -559733.687500 Penalty: 4121.721680
	Iteration 25Q: 3 clusters Score -559733.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -559743.625000 Penalty: 4121.721680
	Iteration 26Q: 3 clusters Score -559743.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -559747.062500 Penalty: 4121.721680
	Iteration 27Q: 3 clusters Score -559747.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -559748.375000 Penalty: 4121.721680
	Iteration 28Q: 3 clusters Score -559748.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -559748.812500 Penalty: 4121.721680
	Iteration 29Q: 3 clusters Score -559748.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -559750.562500 Penalty: 4121.721680
	Iteration 30Q: 3 clusters Score -559750.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -559751.062500 Penalty: 4121.721680
	Iteration 31Q: 3 clusters Score -559751.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -559751.625000 Penalty: 4121.721680
	Iteration 32Q: 3 clusters Score -559751.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -559751.625000 Penalty: 4121.721680
	Iteration 33F: 3 clusters Score -559751.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 15361 members 
Mstep: Class 3 contains 27067 members 
Mstep: Class 4 contains 35817 members 
Mstep: Class 5 contains 21364 members 
Mstep: Class 6 contains 641 members 
Mstep: Class 7 contains 2493 members 
Mstep: Class 8 contains 48749 members 
Mstep: Class 9 contains 29942 members 
Mstep: Class 10 contains 12108 members 
Mstep: Class 11 contains 4398 members 
Mstep: Class 12 contains 225570 members 
Mstep: Class 13 contains 9177 members 
Mstep: Class 14 contains 5299 members 
Mstep: Class 15 contains 27010 members 
Mstep: Class 16 contains 9441 members 
Mstep: Class 17 contains 9765 members 
Mstep: Class 18 contains 8382 members 
Mstep: Class 19 contains 163150 members 
Mstep: Class 20 contains 41548 members 
Mstep: Class 21 contains 12696 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 10774 members 
Mstep: Class 24 contains 4123 members 
Mstep: Class 25 contains 6795 members 
Mstep: Class 26 contains 60526 members 
Mstep: Class 27 contains 9619 members 
Mstep: Class 28 contains 6867 members 
Mstep: Class 29 contains 5311 members 
Mstep: Class 30 contains 8662 members 
Mstep: Class 31 contains 335 members 
Mstep: Class 32 contains 452 members 
Mstep: Class 33 contains 1802 members 
Mstep: Class 34 contains 8709 members 
Mstep: Class 35 contains 197277 members 
Mstep: Class 36 contains 2890 members 
Mstep: Class 37 contains 4614 members 
Mstep: Class 38 contains 2495 members 
Mstep: Class 39 contains 322 members 
Mstep: Class 40 contains 9957 members 
Mstep: Class 41 contains 27276 members 
Mstep: Class 42 contains 5087 members 
Mstep: Class 43 contains 12596 members 
Mstep: Class 44 contains 1001 members 
Mstep: Class 45 contains 3721 members 
Mstep: Class 46 contains 988 members 
Mstep: Class 47 contains 13836 members 
Mstep: Class 48 contains 384 members 
Mstep: Class 49 contains 4141 members 
Mstep: Class 50 contains 302 members 
Mstep: Class 51 contains 418 members 
Mstep: Class 52 contains 38411 members 
Mstep: Class 53 contains 264 members 
Mstep: Class 54 contains 7305 members 
Mstep: Class 55 contains 451 members 
Mstep: Class 56 contains 1816 members 
Mstep: Class 57 contains 2957 members 
Mstep: Class 58 contains 814 members 
Mstep: Class 59 contains 155 members 
Mstep: Class 60 contains 635 members 
Mstep: Class 61 contains 549 members 
Mstep: Class 62 contains 275 members 
Mstep: Class 63 contains 367 members 
Mstep: Class 64 contains 222 members 
Mstep: Class 65 contains 746 members 
Mstep: Class 66 contains 230 members 
Mstep: Class 67 contains 151 members 
Mstep: Class 68 contains 722 members 
Mstep: Class 69 contains 503 members 
Mstep: Class 70 contains 214 members 
Mstep: Class 71 contains 399 members 
Mstep: Class 72 contains 2464 members 
Mstep: Class 73 contains 252 members 
Mstep: Class 74 contains 392 members 
Mstep: Class 75 contains 219 members 
Mstep: Class 76 contains 302 members 
Mstep: Class 77 contains 383 members 
Mstep: Class 78 contains 347 members 
Mstep: Class 79 contains 1600 members 
Mstep: Class 80 contains 259 members 
Entering Unmasked Estep 
Score: -147546560.000000 Penalty: 277521.750000
Splitting cluster 72 changes total score from -147547280.000000 to -147546560.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 73 (252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Entering Unmasked Estep 
Score: -36281.679688 Penalty: 1371.298340
	Iteration 0F: 2 clusters Score -36281.68 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 126 members 
Entering Unmasked Estep 
Score: -35095.304688 Penalty: 2742.596680
	Iteration 0F: 3 clusters Score -35095.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -35278.316406 Penalty: 2742.596680
	Iteration 1F: 3 clusters Score -35278.32 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -35357.765625 Penalty: 2742.596680
	Iteration 2Q: 3 clusters Score -35357.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -35433.898438 Penalty: 2742.596680
	Iteration 3Q: 3 clusters Score -35433.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -35471.996094 Penalty: 2742.596680
	Iteration 4Q: 3 clusters Score -35472 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -35501.445312 Penalty: 2742.596680
	Iteration 5Q: 3 clusters Score -35501.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -35517.785156 Penalty: 2742.596680
	Iteration 6Q: 3 clusters Score -35517.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -35547.894531 Penalty: 2742.596680
	Iteration 7Q: 3 clusters Score -35547.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -35556.707031 Penalty: 2742.596680
	Iteration 8Q: 3 clusters Score -35556.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -35558.355469 Penalty: 2742.596680
	Iteration 9Q: 3 clusters Score -35558.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -35558.355469 Penalty: 2742.596680
	Iteration 10F: 3 clusters Score -35558.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 74 (392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Entering Unmasked Estep 
Score: -59256.921875 Penalty: 1480.872925
	Iteration 0F: 2 clusters Score -59256.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -57883.738281 Penalty: 2961.745850
	Iteration 0F: 3 clusters Score -57883.74 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -58309.601562 Penalty: 2961.745850
	Iteration 1F: 3 clusters Score -58309.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -58693.812500 Penalty: 2961.745850
	Iteration 2F: 3 clusters Score -58693.81 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -58919.054688 Penalty: 2961.745850
	Iteration 3F: 3 clusters Score -58919.05 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -59074.007812 Penalty: 2961.745850
	Iteration 4Q: 3 clusters Score -59074.01 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -59157.199219 Penalty: 2961.745850
	Iteration 5Q: 3 clusters Score -59157.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -59250.117188 Penalty: 2961.745850
	Iteration 6Q: 3 clusters Score -59250.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -59358.652344 Penalty: 2961.745850
	Iteration 7Q: 3 clusters Score -59358.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -59377.109375 Penalty: 2961.745850
	Iteration 8Q: 3 clusters Score -59377.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -59382.281250 Penalty: 2961.745850
	Iteration 9Q: 3 clusters Score -59382.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -59385.203125 Penalty: 2961.745850
	Iteration 10Q: 3 clusters Score -59385.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -59389.117188 Penalty: 2961.745850
	Iteration 11F: 3 clusters Score -59389.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -59410.152344 Penalty: 2961.745850
	Iteration 12Q: 3 clusters Score -59410.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -59460.160156 Penalty: 2961.745850
	Iteration 13Q: 3 clusters Score -59460.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -59470.222656 Penalty: 2961.745850
	Iteration 14Q: 3 clusters Score -59470.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -59470.222656 Penalty: 2961.745850
	Iteration 15F: 3 clusters Score -59470.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 15361 members 
Mstep: Class 3 contains 27067 members 
Mstep: Class 4 contains 35817 members 
Mstep: Class 5 contains 21364 members 
Mstep: Class 6 contains 641 members 
Mstep: Class 7 contains 2493 members 
Mstep: Class 8 contains 48749 members 
Mstep: Class 9 contains 29942 members 
Mstep: Class 10 contains 12108 members 
Mstep: Class 11 contains 4398 members 
Mstep: Class 12 contains 225570 members 
Mstep: Class 13 contains 9177 members 
Mstep: Class 14 contains 5299 members 
Mstep: Class 15 contains 27010 members 
Mstep: Class 16 contains 9441 members 
Mstep: Class 17 contains 9765 members 
Mstep: Class 18 contains 8382 members 
Mstep: Class 19 contains 163150 members 
Mstep: Class 20 contains 41548 members 
Mstep: Class 21 contains 12696 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 10774 members 
Mstep: Class 24 contains 4123 members 
Mstep: Class 25 contains 6795 members 
Mstep: Class 26 contains 60526 members 
Mstep: Class 27 contains 9619 members 
Mstep: Class 28 contains 6867 members 
Mstep: Class 29 contains 5311 members 
Mstep: Class 30 contains 8662 members 
Mstep: Class 31 contains 335 members 
Mstep: Class 32 contains 452 members 
Mstep: Class 33 contains 1802 members 
Mstep: Class 34 contains 8709 members 
Mstep: Class 35 contains 197277 members 
Mstep: Class 36 contains 2890 members 
Mstep: Class 37 contains 4614 members 
Mstep: Class 38 contains 2495 members 
Mstep: Class 39 contains 322 members 
Mstep: Class 40 contains 9957 members 
Mstep: Class 41 contains 27276 members 
Mstep: Class 42 contains 5087 members 
Mstep: Class 43 contains 12596 members 
Mstep: Class 44 contains 1001 members 
Mstep: Class 45 contains 3721 members 
Mstep: Class 46 contains 988 members 
Mstep: Class 47 contains 13836 members 
Mstep: Class 48 contains 384 members 
Mstep: Class 49 contains 4141 members 
Mstep: Class 50 contains 302 members 
Mstep: Class 51 contains 418 members 
Mstep: Class 52 contains 38411 members 
Mstep: Class 53 contains 264 members 
Mstep: Class 54 contains 7305 members 
Mstep: Class 55 contains 451 members 
Mstep: Class 56 contains 1816 members 
Mstep: Class 57 contains 2957 members 
Mstep: Class 58 contains 814 members 
Mstep: Class 59 contains 155 members 
Mstep: Class 60 contains 635 members 
Mstep: Class 61 contains 549 members 
Mstep: Class 62 contains 275 members 
Mstep: Class 63 contains 367 members 
Mstep: Class 64 contains 222 members 
Mstep: Class 65 contains 746 members 
Mstep: Class 66 contains 230 members 
Mstep: Class 67 contains 151 members 
Mstep: Class 68 contains 722 members 
Mstep: Class 69 contains 503 members 
Mstep: Class 70 contains 214 members 
Mstep: Class 71 contains 399 members 
Mstep: Class 72 contains 4064 members 
Mstep: Class 73 contains 252 members 
Mstep: Class 74 contains 170 members 
Mstep: Class 75 contains 219 members 
Mstep: Class 76 contains 302 members 
Mstep: Class 77 contains 383 members 
Mstep: Class 78 contains 347 members 
Mstep: Class 79 contains 222 members 
Mstep: Class 80 contains 259 members 
Entering Unmasked Estep 
Score: -147545424.000000 Penalty: 277521.750000
Splitting cluster 74 changes total score from -147547280.000000 to -147545424.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 75 (219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Entering Unmasked Estep 
Score: -28419.470703 Penalty: 1336.489868
	Iteration 0F: 2 clusters Score -28419.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -27396.380859 Penalty: 2672.979736
	Iteration 0F: 3 clusters Score -27396.38 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -27708.914062 Penalty: 2672.979736
	Iteration 1F: 3 clusters Score -27708.91 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -27886.523438 Penalty: 2672.979736
	Iteration 2F: 3 clusters Score -27886.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -27922.539062 Penalty: 2672.979736
	Iteration 3Q: 3 clusters Score -27922.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -27923.585938 Penalty: 2672.979736
	Iteration 4Q: 3 clusters Score -27923.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -27923.585938 Penalty: 2672.979736
	Iteration 5F: 3 clusters Score -27923.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 76 (302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Entering Unmasked Estep 
Score: -43659.148438 Penalty: 1416.185791
	Iteration 0F: 2 clusters Score -43659.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -42395.238281 Penalty: 2832.371582
	Iteration 0F: 3 clusters Score -42395.24 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -42603.453125 Penalty: 2832.371582
	Iteration 1F: 3 clusters Score -42603.45 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -42798.183594 Penalty: 2832.371582
	Iteration 2F: 3 clusters Score -42798.18 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -42916.675781 Penalty: 2832.371582
	Iteration 3Q: 3 clusters Score -42916.68 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -43038.535156 Penalty: 2832.371582
	Iteration 4Q: 3 clusters Score -43038.54 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -43151.167969 Penalty: 2832.371582
	Iteration 5Q: 3 clusters Score -43151.17 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -43234.964844 Penalty: 2832.371582
	Iteration 6Q: 3 clusters Score -43234.96 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -43376.222656 Penalty: 2832.371582
	Iteration 7Q: 3 clusters Score -43376.22 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -43539.933594 Penalty: 2832.371582
	Iteration 8Q: 3 clusters Score -43539.93 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -43831.375000 Penalty: 2832.371582
	Iteration 9Q: 3 clusters Score -43831.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -43858.058594 Penalty: 2832.371582
	Iteration 10Q: 3 clusters Score -43858.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -43873.417969 Penalty: 2832.371582
	Iteration 11F: 3 clusters Score -43873.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -43950.156250 Penalty: 2832.371582
	Iteration 12Q: 3 clusters Score -43950.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -43950.156250 Penalty: 2832.371582
	Iteration 13F: 3 clusters Score -43950.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 15361 members 
Mstep: Class 3 contains 27067 members 
Mstep: Class 4 contains 35817 members 
Mstep: Class 5 contains 21364 members 
Mstep: Class 6 contains 641 members 
Mstep: Class 7 contains 2493 members 
Mstep: Class 8 contains 48749 members 
Mstep: Class 9 contains 29942 members 
Mstep: Class 10 contains 12108 members 
Mstep: Class 11 contains 4398 members 
Mstep: Class 12 contains 225570 members 
Mstep: Class 13 contains 9177 members 
Mstep: Class 14 contains 5299 members 
Mstep: Class 15 contains 27010 members 
Mstep: Class 16 contains 9441 members 
Mstep: Class 17 contains 9765 members 
Mstep: Class 18 contains 8382 members 
Mstep: Class 19 contains 163150 members 
Mstep: Class 20 contains 41548 members 
Mstep: Class 21 contains 12696 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 10774 members 
Mstep: Class 24 contains 4123 members 
Mstep: Class 25 contains 6795 members 
Mstep: Class 26 contains 60526 members 
Mstep: Class 27 contains 9619 members 
Mstep: Class 28 contains 6867 members 
Mstep: Class 29 contains 5311 members 
Mstep: Class 30 contains 8662 members 
Mstep: Class 31 contains 335 members 
Mstep: Class 32 contains 452 members 
Mstep: Class 33 contains 1802 members 
Mstep: Class 34 contains 8709 members 
Mstep: Class 35 contains 197277 members 
Mstep: Class 36 contains 2890 members 
Mstep: Class 37 contains 4614 members 
Mstep: Class 38 contains 2495 members 
Mstep: Class 39 contains 322 members 
Mstep: Class 40 contains 9957 members 
Mstep: Class 41 contains 27276 members 
Mstep: Class 42 contains 5087 members 
Mstep: Class 43 contains 12596 members 
Mstep: Class 44 contains 1001 members 
Mstep: Class 45 contains 3721 members 
Mstep: Class 46 contains 988 members 
Mstep: Class 47 contains 13836 members 
Mstep: Class 48 contains 384 members 
Mstep: Class 49 contains 4141 members 
Mstep: Class 50 contains 302 members 
Mstep: Class 51 contains 418 members 
Mstep: Class 52 contains 38411 members 
Mstep: Class 53 contains 264 members 
Mstep: Class 54 contains 7305 members 
Mstep: Class 55 contains 451 members 
Mstep: Class 56 contains 1816 members 
Mstep: Class 57 contains 2957 members 
Mstep: Class 58 contains 814 members 
Mstep: Class 59 contains 155 members 
Mstep: Class 60 contains 635 members 
Mstep: Class 61 contains 549 members 
Mstep: Class 62 contains 275 members 
Mstep: Class 63 contains 367 members 
Mstep: Class 64 contains 222 members 
Mstep: Class 65 contains 746 members 
Mstep: Class 66 contains 230 members 
Mstep: Class 67 contains 151 members 
Mstep: Class 68 contains 722 members 
Mstep: Class 69 contains 503 members 
Mstep: Class 70 contains 214 members 
Mstep: Class 71 contains 399 members 
Mstep: Class 72 contains 4064 members 
Mstep: Class 73 contains 252 members 
Mstep: Class 74 contains 392 members 
Mstep: Class 75 contains 219 members 
Mstep: Class 76 contains 174 members 
Mstep: Class 77 contains 383 members 
Mstep: Class 78 contains 347 members 
Mstep: Class 79 contains 128 members 
Mstep: Class 80 contains 259 members 
Entering Unmasked Estep 
Score: -147545472.000000 Penalty: 277521.750000
Splitting cluster 76 changes total score from -147547280.000000 to -147545472.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 77 (383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Entering Unmasked Estep 
Score: -57684.679688 Penalty: 1475.112793
	Iteration 0F: 2 clusters Score -57684.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -56385.554688 Penalty: 2950.225586
	Iteration 0F: 3 clusters Score -56385.55 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -56631.421875 Penalty: 2950.225586
	Iteration 1F: 3 clusters Score -56631.42 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -56767.597656 Penalty: 2950.225586
	Iteration 2F: 3 clusters Score -56767.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -56825.152344 Penalty: 2950.225586
	Iteration 3Q: 3 clusters Score -56825.15 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -56882.628906 Penalty: 2950.225586
	Iteration 4Q: 3 clusters Score -56882.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -56896.832031 Penalty: 2950.225586
	Iteration 5Q: 3 clusters Score -56896.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -56908.449219 Penalty: 2950.225586
	Iteration 6Q: 3 clusters Score -56908.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -56911.621094 Penalty: 2950.225586
	Iteration 7Q: 3 clusters Score -56911.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -56920.554688 Penalty: 2950.225586
	Iteration 8Q: 3 clusters Score -56920.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -56920.554688 Penalty: 2950.225586
	Iteration 9F: 3 clusters Score -56920.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 78 (347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Entering Unmasked Estep 
Score: -51344.453125 Penalty: 1450.632568
	Iteration 0F: 2 clusters Score -51344.45 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 174 members 
Entering Unmasked Estep 
Score: -50018.691406 Penalty: 2901.265137
	Iteration 0F: 3 clusters Score -50018.69 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -50261.683594 Penalty: 2901.265137
	Iteration 1F: 3 clusters Score -50261.68 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -50378.890625 Penalty: 2901.265137
	Iteration 2F: 3 clusters Score -50378.89 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -50470.925781 Penalty: 2901.265137
	Iteration 3Q: 3 clusters Score -50470.93 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -50549.804688 Penalty: 2901.265137
	Iteration 4Q: 3 clusters Score -50549.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -50553.562500 Penalty: 2901.265137
	Iteration 5Q: 3 clusters Score -50553.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -50554.625000 Penalty: 2901.265137
	Iteration 6Q: 3 clusters Score -50554.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -50554.625000 Penalty: 2901.265137
	Iteration 7F: 3 clusters Score -50554.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 80 (259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Entering Unmasked Estep 
Score: -36120.320312 Penalty: 1378.093384
	Iteration 0F: 2 clusters Score -36120.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -34936.640625 Penalty: 2756.186768
	Iteration 0F: 3 clusters Score -34936.64 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -35134.968750 Penalty: 2756.186768
	Iteration 1F: 3 clusters Score -35134.97 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -35269.113281 Penalty: 2756.186768
	Iteration 2F: 3 clusters Score -35269.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -35335.664062 Penalty: 2756.186768
	Iteration 3Q: 3 clusters Score -35335.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -35375.503906 Penalty: 2756.186768
	Iteration 4Q: 3 clusters Score -35375.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -35413.558594 Penalty: 2756.186768
	Iteration 5Q: 3 clusters Score -35413.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -35435.960938 Penalty: 2756.186768
	Iteration 6Q: 3 clusters Score -35435.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -35471.144531 Penalty: 2756.186768
	Iteration 7Q: 3 clusters Score -35471.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -35512.878906 Penalty: 2756.186768
	Iteration 8Q: 3 clusters Score -35512.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -35558.207031 Penalty: 2756.186768
	Iteration 9Q: 3 clusters Score -35558.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -35617.972656 Penalty: 2756.186768
	Iteration 10Q: 3 clusters Score -35617.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -35681.214844 Penalty: 2756.186768
	Iteration 11Q: 3 clusters Score -35681.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -35818.605469 Penalty: 2756.186768
	Iteration 12Q: 3 clusters Score -35818.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -35861.941406 Penalty: 2756.186768
	Iteration 13Q: 3 clusters Score -35861.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -35882.718750 Penalty: 2756.186768
	Iteration 14Q: 3 clusters Score -35882.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -35894.558594 Penalty: 2756.186768
	Iteration 15Q: 3 clusters Score -35894.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -35899.953125 Penalty: 2756.186768
	Iteration 16Q: 3 clusters Score -35899.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -35938.390625 Penalty: 2756.186768
	Iteration 17Q: 3 clusters Score -35938.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -35980.742188 Penalty: 2756.186768
	Iteration 18Q: 3 clusters Score -35980.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -36050.730469 Penalty: 2756.186768
	Iteration 19Q: 3 clusters Score -36050.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -36050.730469 Penalty: 2756.186768
	Iteration 20F: 3 clusters Score -36050.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 15361 members 
Mstep: Class 3 contains 27067 members 
Mstep: Class 4 contains 35817 members 
Mstep: Class 5 contains 21364 members 
Mstep: Class 6 contains 641 members 
Mstep: Class 7 contains 2493 members 
Mstep: Class 8 contains 48749 members 
Mstep: Class 9 contains 29942 members 
Mstep: Class 10 contains 12108 members 
Mstep: Class 11 contains 4398 members 
Mstep: Class 12 contains 225570 members 
Mstep: Class 13 contains 9177 members 
Mstep: Class 14 contains 5299 members 
Mstep: Class 15 contains 27010 members 
Mstep: Class 16 contains 9441 members 
Mstep: Class 17 contains 9765 members 
Mstep: Class 18 contains 8382 members 
Mstep: Class 19 contains 163150 members 
Mstep: Class 20 contains 41548 members 
Mstep: Class 21 contains 12696 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 10774 members 
Mstep: Class 24 contains 4123 members 
Mstep: Class 25 contains 6795 members 
Mstep: Class 26 contains 60526 members 
Mstep: Class 27 contains 9619 members 
Mstep: Class 28 contains 6867 members 
Mstep: Class 29 contains 5311 members 
Mstep: Class 30 contains 8662 members 
Mstep: Class 31 contains 335 members 
Mstep: Class 32 contains 452 members 
Mstep: Class 33 contains 1802 members 
Mstep: Class 34 contains 8709 members 
Mstep: Class 35 contains 197277 members 
Mstep: Class 36 contains 2890 members 
Mstep: Class 37 contains 4614 members 
Mstep: Class 38 contains 2495 members 
Mstep: Class 39 contains 322 members 
Mstep: Class 40 contains 9957 members 
Mstep: Class 41 contains 27276 members 
Mstep: Class 42 contains 5087 members 
Mstep: Class 43 contains 12596 members 
Mstep: Class 44 contains 1001 members 
Mstep: Class 45 contains 3721 members 
Mstep: Class 46 contains 988 members 
Mstep: Class 47 contains 13836 members 
Mstep: Class 48 contains 384 members 
Mstep: Class 49 contains 4141 members 
Mstep: Class 50 contains 302 members 
Mstep: Class 51 contains 418 members 
Mstep: Class 52 contains 38411 members 
Mstep: Class 53 contains 264 members 
Mstep: Class 54 contains 7305 members 
Mstep: Class 55 contains 451 members 
Mstep: Class 56 contains 1816 members 
Mstep: Class 57 contains 2957 members 
Mstep: Class 58 contains 814 members 
Mstep: Class 59 contains 155 members 
Mstep: Class 60 contains 635 members 
Mstep: Class 61 contains 549 members 
Mstep: Class 62 contains 275 members 
Mstep: Class 63 contains 367 members 
Mstep: Class 64 contains 222 members 
Mstep: Class 65 contains 746 members 
Mstep: Class 66 contains 230 members 
Mstep: Class 67 contains 151 members 
Mstep: Class 68 contains 722 members 
Mstep: Class 69 contains 503 members 
Mstep: Class 70 contains 214 members 
Mstep: Class 71 contains 399 members 
Mstep: Class 72 contains 4064 members 
Mstep: Class 73 contains 252 members 
Mstep: Class 74 contains 392 members 
Mstep: Class 75 contains 219 members 
Mstep: Class 76 contains 302 members 
Mstep: Class 77 contains 383 members 
Mstep: Class 78 contains 347 members 
Mstep: Class 80 contains 259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147547120.000000 Penalty: 274052.718750
Iteration 239Q: 80 clusters Score -1.475471e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 15361 members 
Mstep: Class 3 contains 27066 members 
Mstep: Class 4 contains 35816 members 
Mstep: Class 5 contains 21363 members 
Mstep: Class 6 contains 641 members 
Mstep: Class 7 contains 2493 members 
Mstep: Class 8 contains 48746 members 
Mstep: Class 9 contains 29942 members 
Mstep: Class 10 contains 12108 members 
Mstep: Class 11 contains 4398 members 
Mstep: Class 12 contains 225569 members 
Mstep: Class 13 contains 9177 members 
Mstep: Class 14 contains 5298 members 
Mstep: Class 15 contains 27010 members 
Mstep: Class 16 contains 9441 members 
Mstep: Class 17 contains 9760 members 
Mstep: Class 18 contains 8382 members 
Mstep: Class 19 contains 163150 members 
Mstep: Class 20 contains 41547 members 
Mstep: Class 21 contains 12693 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 10774 members 
Mstep: Class 24 contains 4123 members 
Mstep: Class 25 contains 6796 members 
Mstep: Class 26 contains 60527 members 
Mstep: Class 27 contains 9619 members 
Mstep: Class 28 contains 6867 members 
Mstep: Class 29 contains 5311 members 
Mstep: Class 30 contains 8662 members 
Mstep: Class 31 contains 335 members 
Mstep: Class 32 contains 452 members 
Mstep: Class 33 contains 1802 members 
Mstep: Class 34 contains 8709 members 
Mstep: Class 35 contains 197276 members 
Mstep: Class 36 contains 2890 members 
Mstep: Class 37 contains 4614 members 
Mstep: Class 38 contains 2495 members 
Mstep: Class 39 contains 322 members 
Mstep: Class 40 contains 9959 members 
Mstep: Class 41 contains 27276 members 
Mstep: Class 42 contains 5087 members 
Mstep: Class 43 contains 12596 members 
Mstep: Class 44 contains 1001 members 
Mstep: Class 45 contains 3721 members 
Mstep: Class 46 contains 988 members 
Mstep: Class 47 contains 13837 members 
Mstep: Class 48 contains 384 members 
Mstep: Class 49 contains 4141 members 
Mstep: Class 50 contains 302 members 
Mstep: Class 51 contains 418 members 
Mstep: Class 52 contains 38420 members 
Mstep: Class 53 contains 264 members 
Mstep: Class 54 contains 7309 members 
Mstep: Class 55 contains 451 members 
Mstep: Class 56 contains 1816 members 
Mstep: Class 57 contains 2957 members 
Mstep: Class 58 contains 814 members 
Mstep: Class 59 contains 155 members 
Mstep: Class 60 contains 635 members 
Mstep: Class 61 contains 549 members 
Mstep: Class 62 contains 275 members 
Mstep: Class 63 contains 367 members 
Mstep: Class 64 contains 222 members 
Mstep: Class 65 contains 746 members 
Mstep: Class 66 contains 230 members 
Mstep: Class 67 contains 151 members 
Mstep: Class 68 contains 722 members 
Mstep: Class 69 contains 503 members 
Mstep: Class 70 contains 214 members 
Mstep: Class 71 contains 399 members 
Mstep: Class 72 contains 4064 members 
Mstep: Class 73 contains 252 members 
Mstep: Class 74 contains 392 members 
Mstep: Class 75 contains 219 members 
Mstep: Class 76 contains 302 members 
Mstep: Class 77 contains 383 members 
Mstep: Class 78 contains 347 members 
Mstep: Class 80 contains 259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147547184.000000 Penalty: 274052.718750
Iteration 240F: 80 clusters Score -1.475472e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 15361 members 
Mstep: Class 3 contains 27066 members 
Mstep: Class 4 contains 35817 members 
Mstep: Class 5 contains 21363 members 
Mstep: Class 6 contains 641 members 
Mstep: Class 7 contains 2493 members 
Mstep: Class 8 contains 48746 members 
Mstep: Class 9 contains 29942 members 
Mstep: Class 10 contains 12107 members 
Mstep: Class 11 contains 4398 members 
Mstep: Class 12 contains 225569 members 
Mstep: Class 13 contains 9178 members 
Mstep: Class 14 contains 5297 members 
Mstep: Class 15 contains 27010 members 
Mstep: Class 16 contains 9440 members 
Mstep: Class 17 contains 9751 members 
Mstep: Class 18 contains 8382 members 
Mstep: Class 19 contains 163148 members 
Mstep: Class 20 contains 41547 members 
Mstep: Class 21 contains 12691 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 10773 members 
Mstep: Class 24 contains 4123 members 
Mstep: Class 25 contains 6796 members 
Mstep: Class 26 contains 60527 members 
Mstep: Class 27 contains 9619 members 
Mstep: Class 28 contains 6867 members 
Mstep: Class 29 contains 5311 members 
Mstep: Class 30 contains 8662 members 
Mstep: Class 31 contains 335 members 
Mstep: Class 32 contains 452 members 
Mstep: Class 33 contains 1802 members 
Mstep: Class 34 contains 8709 members 
Mstep: Class 35 contains 197274 members 
Mstep: Class 36 contains 2890 members 
Mstep: Class 37 contains 4614 members 
Mstep: Class 38 contains 2495 members 
Mstep: Class 39 contains 322 members 
Mstep: Class 40 contains 9960 members 
Mstep: Class 41 contains 27276 members 
Mstep: Class 42 contains 5086 members 
Mstep: Class 43 contains 12596 members 
Mstep: Class 44 contains 1001 members 
Mstep: Class 45 contains 3721 members 
Mstep: Class 46 contains 988 members 
Mstep: Class 47 contains 13837 members 
Mstep: Class 48 contains 384 members 
Mstep: Class 49 contains 4141 members 
Mstep: Class 50 contains 302 members 
Mstep: Class 51 contains 418 members 
Mstep: Class 52 contains 38433 members 
Mstep: Class 53 contains 264 members 
Mstep: Class 54 contains 7313 members 
Mstep: Class 55 contains 451 members 
Mstep: Class 56 contains 1816 members 
Mstep: Class 57 contains 2957 members 
Mstep: Class 58 contains 814 members 
Mstep: Class 59 contains 155 members 
Mstep: Class 60 contains 635 members 
Mstep: Class 61 contains 549 members 
Mstep: Class 62 contains 275 members 
Mstep: Class 63 contains 367 members 
Mstep: Class 64 contains 222 members 
Mstep: Class 65 contains 746 members 
Mstep: Class 66 contains 230 members 
Mstep: Class 67 contains 151 members 
Mstep: Class 68 contains 722 members 
Mstep: Class 69 contains 503 members 
Mstep: Class 70 contains 214 members 
Mstep: Class 71 contains 399 members 
Mstep: Class 72 contains 4064 members 
Mstep: Class 73 contains 252 members 
Mstep: Class 74 contains 392 members 
Mstep: Class 75 contains 219 members 
Mstep: Class 76 contains 302 members 
Mstep: Class 77 contains 383 members 
Mstep: Class 78 contains 347 members 
Mstep: Class 80 contains 259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147547184.000000 Penalty: 274052.718750
Iteration 241Q: 80 clusters Score -1.475472e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 15361 members 
Mstep: Class 3 contains 27065 members 
Mstep: Class 4 contains 35817 members 
Mstep: Class 5 contains 21364 members 
Mstep: Class 6 contains 641 members 
Mstep: Class 7 contains 2493 members 
Mstep: Class 8 contains 48748 members 
Mstep: Class 9 contains 29942 members 
Mstep: Class 10 contains 12106 members 
Mstep: Class 11 contains 4399 members 
Mstep: Class 12 contains 225569 members 
Mstep: Class 13 contains 9179 members 
Mstep: Class 14 contains 5296 members 
Mstep: Class 15 contains 27010 members 
Mstep: Class 16 contains 9440 members 
Mstep: Class 17 contains 9747 members 
Mstep: Class 18 contains 8382 members 
Mstep: Class 19 contains 163144 members 
Mstep: Class 20 contains 41547 members 
Mstep: Class 21 contains 12684 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 10773 members 
Mstep: Class 24 contains 4123 members 
Mstep: Class 25 contains 6795 members 
Mstep: Class 26 contains 60527 members 
Mstep: Class 27 contains 9619 members 
Mstep: Class 28 contains 6867 members 
Mstep: Class 29 contains 5311 members 
Mstep: Class 30 contains 8662 members 
Mstep: Class 31 contains 335 members 
Mstep: Class 32 contains 452 members 
Mstep: Class 33 contains 1802 members 
Mstep: Class 34 contains 8709 members 
Mstep: Class 35 contains 197273 members 
Mstep: Class 36 contains 2890 members 
Mstep: Class 37 contains 4614 members 
Mstep: Class 38 contains 2495 members 
Mstep: Class 39 contains 322 members 
Mstep: Class 40 contains 9961 members 
Mstep: Class 41 contains 27276 members 
Mstep: Class 42 contains 5086 members 
Mstep: Class 43 contains 12596 members 
Mstep: Class 44 contains 1001 members 
Mstep: Class 45 contains 3721 members 
Mstep: Class 46 contains 988 members 
Mstep: Class 47 contains 13837 members 
Mstep: Class 48 contains 384 members 
Mstep: Class 49 contains 4141 members 
Mstep: Class 50 contains 302 members 
Mstep: Class 51 contains 418 members 
Mstep: Class 52 contains 38441 members 
Mstep: Class 53 contains 264 members 
Mstep: Class 54 contains 7319 members 
Mstep: Class 55 contains 451 members 
Mstep: Class 56 contains 1816 members 
Mstep: Class 57 contains 2957 members 
Mstep: Class 58 contains 814 members 
Mstep: Class 59 contains 155 members 
Mstep: Class 60 contains 635 members 
Mstep: Class 61 contains 549 members 
Mstep: Class 62 contains 275 members 
Mstep: Class 63 contains 367 members 
Mstep: Class 64 contains 222 members 
Mstep: Class 65 contains 746 members 
Mstep: Class 66 contains 230 members 
Mstep: Class 67 contains 151 members 
Mstep: Class 68 contains 722 members 
Mstep: Class 69 contains 503 members 
Mstep: Class 70 contains 214 members 
Mstep: Class 71 contains 399 members 
Mstep: Class 72 contains 4064 members 
Mstep: Class 73 contains 252 members 
Mstep: Class 74 contains 392 members 
Mstep: Class 75 contains 219 members 
Mstep: Class 76 contains 302 members 
Mstep: Class 77 contains 383 members 
Mstep: Class 78 contains 347 members 
Mstep: Class 80 contains 259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147547152.000000 Penalty: 274052.718750
Iteration 242Q: 80 clusters Score -1.475472e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 15361 members 
Mstep: Class 3 contains 27065 members 
Mstep: Class 4 contains 35816 members 
Mstep: Class 5 contains 21362 members 
Mstep: Class 6 contains 641 members 
Mstep: Class 7 contains 2493 members 
Mstep: Class 8 contains 48748 members 
Mstep: Class 9 contains 29943 members 
Mstep: Class 10 contains 12106 members 
Mstep: Class 11 contains 4399 members 
Mstep: Class 12 contains 225572 members 
Mstep: Class 13 contains 9180 members 
Mstep: Class 14 contains 5297 members 
Mstep: Class 15 contains 27010 members 
Mstep: Class 16 contains 9440 members 
Mstep: Class 17 contains 9740 members 
Mstep: Class 18 contains 8382 members 
Mstep: Class 19 contains 163141 members 
Mstep: Class 20 contains 41546 members 
Mstep: Class 21 contains 12683 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 10774 members 
Mstep: Class 24 contains 4123 members 
Mstep: Class 25 contains 6792 members 
Mstep: Class 26 contains 60527 members 
Mstep: Class 27 contains 9618 members 
Mstep: Class 28 contains 6867 members 
Mstep: Class 29 contains 5311 members 
Mstep: Class 30 contains 8662 members 
Mstep: Class 31 contains 335 members 
Mstep: Class 32 contains 452 members 
Mstep: Class 33 contains 1802 members 
Mstep: Class 34 contains 8709 members 
Mstep: Class 35 contains 197271 members 
Mstep: Class 36 contains 2890 members 
Mstep: Class 37 contains 4614 members 
Mstep: Class 38 contains 2495 members 
Mstep: Class 39 contains 322 members 
Mstep: Class 40 contains 9960 members 
Mstep: Class 41 contains 27275 members 
Mstep: Class 42 contains 5086 members 
Mstep: Class 43 contains 12596 members 
Mstep: Class 44 contains 1001 members 
Mstep: Class 45 contains 3721 members 
Mstep: Class 46 contains 988 members 
Mstep: Class 47 contains 13837 members 
Mstep: Class 48 contains 384 members 
Mstep: Class 49 contains 4141 members 
Mstep: Class 50 contains 302 members 
Mstep: Class 51 contains 418 members 
Mstep: Class 52 contains 38448 members 
Mstep: Class 53 contains 264 members 
Mstep: Class 54 contains 7327 members 
Mstep: Class 55 contains 451 members 
Mstep: Class 56 contains 1816 members 
Mstep: Class 57 contains 2957 members 
Mstep: Class 58 contains 814 members 
Mstep: Class 59 contains 155 members 
Mstep: Class 60 contains 635 members 
Mstep: Class 61 contains 549 members 
Mstep: Class 62 contains 275 members 
Mstep: Class 63 contains 367 members 
Mstep: Class 64 contains 222 members 
Mstep: Class 65 contains 746 members 
Mstep: Class 66 contains 230 members 
Mstep: Class 67 contains 151 members 
Mstep: Class 68 contains 722 members 
Mstep: Class 69 contains 503 members 
Mstep: Class 70 contains 214 members 
Mstep: Class 71 contains 399 members 
Mstep: Class 72 contains 4064 members 
Mstep: Class 73 contains 252 members 
Mstep: Class 74 contains 392 members 
Mstep: Class 75 contains 219 members 
Mstep: Class 76 contains 302 members 
Mstep: Class 77 contains 383 members 
Mstep: Class 78 contains 347 members 
Mstep: Class 80 contains 259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147547088.000000 Penalty: 274052.718750
Iteration 243Q: 80 clusters Score -1.475471e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 15361 members 
Mstep: Class 3 contains 27065 members 
Mstep: Class 4 contains 35817 members 
Mstep: Class 5 contains 21362 members 
Mstep: Class 6 contains 641 members 
Mstep: Class 7 contains 2493 members 
Mstep: Class 8 contains 48741 members 
Mstep: Class 9 contains 29942 members 
Mstep: Class 10 contains 12106 members 
Mstep: Class 11 contains 4399 members 
Mstep: Class 12 contains 225573 members 
Mstep: Class 13 contains 9180 members 
Mstep: Class 14 contains 5297 members 
Mstep: Class 15 contains 27010 members 
Mstep: Class 16 contains 9440 members 
Mstep: Class 17 contains 9735 members 
Mstep: Class 18 contains 8382 members 
Mstep: Class 19 contains 163137 members 
Mstep: Class 20 contains 41545 members 
Mstep: Class 21 contains 12681 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 10774 members 
Mstep: Class 24 contains 4123 members 
Mstep: Class 25 contains 6793 members 
Mstep: Class 26 contains 60527 members 
Mstep: Class 27 contains 9617 members 
Mstep: Class 28 contains 6867 members 
Mstep: Class 29 contains 5312 members 
Mstep: Class 30 contains 8662 members 
Mstep: Class 31 contains 335 members 
Mstep: Class 32 contains 452 members 
Mstep: Class 33 contains 1802 members 
Mstep: Class 34 contains 8709 members 
Mstep: Class 35 contains 197272 members 
Mstep: Class 36 contains 2890 members 
Mstep: Class 37 contains 4614 members 
Mstep: Class 38 contains 2495 members 
Mstep: Class 39 contains 322 members 
Mstep: Class 40 contains 9959 members 
Mstep: Class 41 contains 27275 members 
Mstep: Class 42 contains 5086 members 
Mstep: Class 43 contains 12597 members 
Mstep: Class 44 contains 1001 members 
Mstep: Class 45 contains 3721 members 
Mstep: Class 46 contains 988 members 
Mstep: Class 47 contains 13837 members 
Mstep: Class 48 contains 384 members 
Mstep: Class 49 contains 4141 members 
Mstep: Class 50 contains 302 members 
Mstep: Class 51 contains 418 members 
Mstep: Class 52 contains 38458 members 
Mstep: Class 53 contains 264 members 
Mstep: Class 54 contains 7332 members 
Mstep: Class 55 contains 451 members 
Mstep: Class 56 contains 1816 members 
Mstep: Class 57 contains 2958 members 
Mstep: Class 58 contains 814 members 
Mstep: Class 59 contains 155 members 
Mstep: Class 60 contains 635 members 
Mstep: Class 61 contains 549 members 
Mstep: Class 62 contains 275 members 
Mstep: Class 63 contains 367 members 
Mstep: Class 64 contains 222 members 
Mstep: Class 65 contains 746 members 
Mstep: Class 66 contains 230 members 
Mstep: Class 67 contains 151 members 
Mstep: Class 68 contains 722 members 
Mstep: Class 69 contains 503 members 
Mstep: Class 70 contains 214 members 
Mstep: Class 71 contains 399 members 
Mstep: Class 72 contains 4064 members 
Mstep: Class 73 contains 252 members 
Mstep: Class 74 contains 392 members 
Mstep: Class 75 contains 219 members 
Mstep: Class 76 contains 302 members 
Mstep: Class 77 contains 383 members 
Mstep: Class 78 contains 347 members 
Mstep: Class 80 contains 259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147547120.000000 Penalty: 274052.718750
Iteration 244Q: 80 clusters Score -1.475471e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 15361 members 
Mstep: Class 3 contains 27065 members 
Mstep: Class 4 contains 35816 members 
Mstep: Class 5 contains 21362 members 
Mstep: Class 6 contains 641 members 
Mstep: Class 7 contains 2493 members 
Mstep: Class 8 contains 48734 members 
Mstep: Class 9 contains 29942 members 
Mstep: Class 10 contains 12106 members 
Mstep: Class 11 contains 4399 members 
Mstep: Class 12 contains 225573 members 
Mstep: Class 13 contains 9180 members 
Mstep: Class 14 contains 5297 members 
Mstep: Class 15 contains 27010 members 
Mstep: Class 16 contains 9440 members 
Mstep: Class 17 contains 9730 members 
Mstep: Class 18 contains 8382 members 
Mstep: Class 19 contains 163133 members 
Mstep: Class 20 contains 41545 members 
Mstep: Class 21 contains 12679 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 10774 members 
Mstep: Class 24 contains 4123 members 
Mstep: Class 25 contains 6794 members 
Mstep: Class 26 contains 60526 members 
Mstep: Class 27 contains 9617 members 
Mstep: Class 28 contains 6867 members 
Mstep: Class 29 contains 5313 members 
Mstep: Class 30 contains 8662 members 
Mstep: Class 31 contains 335 members 
Mstep: Class 32 contains 452 members 
Mstep: Class 33 contains 1802 members 
Mstep: Class 34 contains 8709 members 
Mstep: Class 35 contains 197271 members 
Mstep: Class 36 contains 2890 members 
Mstep: Class 37 contains 4615 members 
Mstep: Class 38 contains 2495 members 
Mstep: Class 39 contains 322 members 
Mstep: Class 40 contains 9959 members 
Mstep: Class 41 contains 27275 members 
Mstep: Class 42 contains 5086 members 
Mstep: Class 43 contains 12597 members 
Mstep: Class 44 contains 1001 members 
Mstep: Class 45 contains 3721 members 
Mstep: Class 46 contains 988 members 
Mstep: Class 47 contains 13837 members 
Mstep: Class 48 contains 384 members 
Mstep: Class 49 contains 4142 members 
Mstep: Class 50 contains 302 members 
Mstep: Class 51 contains 418 members 
Mstep: Class 52 contains 38471 members 
Mstep: Class 53 contains 264 members 
Mstep: Class 54 contains 7336 members 
Mstep: Class 55 contains 451 members 
Mstep: Class 56 contains 1816 members 
Mstep: Class 57 contains 2958 members 
Mstep: Class 58 contains 814 members 
Mstep: Class 59 contains 155 members 
Mstep: Class 60 contains 635 members 
Mstep: Class 61 contains 549 members 
Mstep: Class 62 contains 275 members 
Mstep: Class 63 contains 367 members 
Mstep: Class 64 contains 222 members 
Mstep: Class 65 contains 746 members 
Mstep: Class 66 contains 230 members 
Mstep: Class 67 contains 151 members 
Mstep: Class 68 contains 722 members 
Mstep: Class 69 contains 503 members 
Mstep: Class 70 contains 214 members 
Mstep: Class 71 contains 399 members 
Mstep: Class 72 contains 4064 members 
Mstep: Class 73 contains 252 members 
Mstep: Class 74 contains 392 members 
Mstep: Class 75 contains 219 members 
Mstep: Class 76 contains 302 members 
Mstep: Class 77 contains 383 members 
Mstep: Class 78 contains 347 members 
Mstep: Class 80 contains 259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147547088.000000 Penalty: 274052.718750
Iteration 245Q: 80 clusters Score -1.475471e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 15361 members 
Mstep: Class 3 contains 27065 members 
Mstep: Class 4 contains 35815 members 
Mstep: Class 5 contains 21363 members 
Mstep: Class 6 contains 641 members 
Mstep: Class 7 contains 2493 members 
Mstep: Class 8 contains 48730 members 
Mstep: Class 9 contains 29941 members 
Mstep: Class 10 contains 12106 members 
Mstep: Class 11 contains 4399 members 
Mstep: Class 12 contains 225573 members 
Mstep: Class 13 contains 9180 members 
Mstep: Class 14 contains 5297 members 
Mstep: Class 15 contains 27010 members 
Mstep: Class 16 contains 9440 members 
Mstep: Class 17 contains 9725 members 
Mstep: Class 18 contains 8382 members 
Mstep: Class 19 contains 163133 members 
Mstep: Class 20 contains 41545 members 
Mstep: Class 21 contains 12674 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 10774 members 
Mstep: Class 24 contains 4123 members 
Mstep: Class 25 contains 6794 members 
Mstep: Class 26 contains 60527 members 
Mstep: Class 27 contains 9617 members 
Mstep: Class 28 contains 6867 members 
Mstep: Class 29 contains 5314 members 
Mstep: Class 30 contains 8662 members 
Mstep: Class 31 contains 335 members 
Mstep: Class 32 contains 452 members 
Mstep: Class 33 contains 1802 members 
Mstep: Class 34 contains 8709 members 
Mstep: Class 35 contains 197269 members 
Mstep: Class 36 contains 2890 members 
Mstep: Class 37 contains 4615 members 
Mstep: Class 38 contains 2495 members 
Mstep: Class 39 contains 322 members 
Mstep: Class 40 contains 9958 members 
Mstep: Class 41 contains 27275 members 
Mstep: Class 42 contains 5086 members 
Mstep: Class 43 contains 12597 members 
Mstep: Class 44 contains 1001 members 
Mstep: Class 45 contains 3721 members 
Mstep: Class 46 contains 988 members 
Mstep: Class 47 contains 13837 members 
Mstep: Class 48 contains 384 members 
Mstep: Class 49 contains 4142 members 
Mstep: Class 50 contains 302 members 
Mstep: Class 51 contains 418 members 
Mstep: Class 52 contains 38480 members 
Mstep: Class 53 contains 264 members 
Mstep: Class 54 contains 7342 members 
Mstep: Class 55 contains 451 members 
Mstep: Class 56 contains 1816 members 
Mstep: Class 57 contains 2958 members 
Mstep: Class 58 contains 814 members 
Mstep: Class 59 contains 155 members 
Mstep: Class 60 contains 635 members 
Mstep: Class 61 contains 549 members 
Mstep: Class 62 contains 275 members 
Mstep: Class 63 contains 367 members 
Mstep: Class 64 contains 222 members 
Mstep: Class 65 contains 746 members 
Mstep: Class 66 contains 230 members 
Mstep: Class 67 contains 151 members 
Mstep: Class 68 contains 722 members 
Mstep: Class 69 contains 503 members 
Mstep: Class 70 contains 214 members 
Mstep: Class 71 contains 399 members 
Mstep: Class 72 contains 4064 members 
Mstep: Class 73 contains 252 members 
Mstep: Class 74 contains 392 members 
Mstep: Class 75 contains 219 members 
Mstep: Class 76 contains 302 members 
Mstep: Class 77 contains 383 members 
Mstep: Class 78 contains 347 members 
Mstep: Class 80 contains 259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147547152.000000 Penalty: 274052.718750
Iteration 246Q: 80 clusters Score -1.475472e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 15361 members 
Mstep: Class 3 contains 27065 members 
Mstep: Class 4 contains 35813 members 
Mstep: Class 5 contains 21363 members 
Mstep: Class 6 contains 641 members 
Mstep: Class 7 contains 2492 members 
Mstep: Class 8 contains 48728 members 
Mstep: Class 9 contains 29940 members 
Mstep: Class 10 contains 12105 members 
Mstep: Class 11 contains 4399 members 
Mstep: Class 12 contains 225572 members 
Mstep: Class 13 contains 9180 members 
Mstep: Class 14 contains 5297 members 
Mstep: Class 15 contains 27009 members 
Mstep: Class 16 contains 9439 members 
Mstep: Class 17 contains 9724 members 
Mstep: Class 18 contains 8382 members 
Mstep: Class 19 contains 163129 members 
Mstep: Class 20 contains 41549 members 
Mstep: Class 21 contains 12672 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 10775 members 
Mstep: Class 24 contains 4123 members 
Mstep: Class 25 contains 6792 members 
Mstep: Class 26 contains 60527 members 
Mstep: Class 27 contains 9617 members 
Mstep: Class 28 contains 6867 members 
Mstep: Class 29 contains 5320 members 
Mstep: Class 30 contains 8662 members 
Mstep: Class 31 contains 335 members 
Mstep: Class 32 contains 452 members 
Mstep: Class 33 contains 1802 members 
Mstep: Class 34 contains 8709 members 
Mstep: Class 35 contains 197266 members 
Mstep: Class 36 contains 2890 members 
Mstep: Class 37 contains 4615 members 
Mstep: Class 38 contains 2495 members 
Mstep: Class 39 contains 322 members 
Mstep: Class 40 contains 9958 members 
Mstep: Class 41 contains 27275 members 
Mstep: Class 42 contains 5086 members 
Mstep: Class 43 contains 12592 members 
Mstep: Class 44 contains 1001 members 
Mstep: Class 45 contains 3722 members 
Mstep: Class 46 contains 988 members 
Mstep: Class 47 contains 13838 members 
Mstep: Class 48 contains 384 members 
Mstep: Class 49 contains 4142 members 
Mstep: Class 50 contains 302 members 
Mstep: Class 51 contains 418 members 
Mstep: Class 52 contains 38488 members 
Mstep: Class 53 contains 264 members 
Mstep: Class 54 contains 7348 members 
Mstep: Class 55 contains 451 members 
Mstep: Class 56 contains 1816 members 
Mstep: Class 57 contains 2958 members 
Mstep: Class 58 contains 814 members 
Mstep: Class 59 contains 155 members 
Mstep: Class 60 contains 635 members 
Mstep: Class 61 contains 549 members 
Mstep: Class 62 contains 275 members 
Mstep: Class 63 contains 367 members 
Mstep: Class 64 contains 222 members 
Mstep: Class 65 contains 746 members 
Mstep: Class 66 contains 230 members 
Mstep: Class 67 contains 151 members 
Mstep: Class 68 contains 722 members 
Mstep: Class 69 contains 503 members 
Mstep: Class 70 contains 214 members 
Mstep: Class 71 contains 399 members 
Mstep: Class 72 contains 4064 members 
Mstep: Class 73 contains 252 members 
Mstep: Class 74 contains 392 members 
Mstep: Class 75 contains 219 members 
Mstep: Class 76 contains 302 members 
Mstep: Class 77 contains 383 members 
Mstep: Class 78 contains 347 members 
Mstep: Class 80 contains 259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147547200.000000 Penalty: 274052.718750
Iteration 247Q: 80 clusters Score -1.475472e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 15361 members 
Mstep: Class 3 contains 27064 members 
Mstep: Class 4 contains 35815 members 
Mstep: Class 5 contains 21363 members 
Mstep: Class 6 contains 641 members 
Mstep: Class 7 contains 2492 members 
Mstep: Class 8 contains 48729 members 
Mstep: Class 9 contains 29939 members 
Mstep: Class 10 contains 12103 members 
Mstep: Class 11 contains 4399 members 
Mstep: Class 12 contains 225571 members 
Mstep: Class 13 contains 9180 members 
Mstep: Class 14 contains 5297 members 
Mstep: Class 15 contains 27008 members 
Mstep: Class 16 contains 9439 members 
Mstep: Class 17 contains 9724 members 
Mstep: Class 18 contains 8382 members 
Mstep: Class 19 contains 163126 members 
Mstep: Class 20 contains 41551 members 
Mstep: Class 21 contains 12671 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 10775 members 
Mstep: Class 24 contains 4123 members 
Mstep: Class 25 contains 6792 members 
Mstep: Class 26 contains 60526 members 
Mstep: Class 27 contains 9617 members 
Mstep: Class 28 contains 6867 members 
Mstep: Class 29 contains 5320 members 
Mstep: Class 30 contains 8662 members 
Mstep: Class 31 contains 335 members 
Mstep: Class 32 contains 452 members 
Mstep: Class 33 contains 1802 members 
Mstep: Class 34 contains 8709 members 
Mstep: Class 35 contains 197268 members 
Mstep: Class 36 contains 2890 members 
Mstep: Class 37 contains 4615 members 
Mstep: Class 38 contains 2495 members 
Mstep: Class 39 contains 322 members 
Mstep: Class 40 contains 9957 members 
Mstep: Class 41 contains 27275 members 
Mstep: Class 42 contains 5087 members 
Mstep: Class 43 contains 12588 members 
Mstep: Class 44 contains 1001 members 
Mstep: Class 45 contains 3725 members 
Mstep: Class 46 contains 988 members 
Mstep: Class 47 contains 13838 members 
Mstep: Class 48 contains 384 members 
Mstep: Class 49 contains 4142 members 
Mstep: Class 50 contains 302 members 
Mstep: Class 51 contains 418 members 
Mstep: Class 52 contains 38491 members 
Mstep: Class 53 contains 264 members 
Mstep: Class 54 contains 7350 members 
Mstep: Class 55 contains 451 members 
Mstep: Class 56 contains 1816 members 
Mstep: Class 57 contains 2958 members 
Mstep: Class 58 contains 814 members 
Mstep: Class 59 contains 155 members 
Mstep: Class 60 contains 635 members 
Mstep: Class 61 contains 549 members 
Mstep: Class 62 contains 275 members 
Mstep: Class 63 contains 367 members 
Mstep: Class 64 contains 222 members 
Mstep: Class 65 contains 746 members 
Mstep: Class 66 contains 230 members 
Mstep: Class 67 contains 151 members 
Mstep: Class 68 contains 722 members 
Mstep: Class 69 contains 503 members 
Mstep: Class 70 contains 214 members 
Mstep: Class 71 contains 399 members 
Mstep: Class 72 contains 4064 members 
Mstep: Class 73 contains 252 members 
Mstep: Class 74 contains 392 members 
Mstep: Class 75 contains 219 members 
Mstep: Class 76 contains 302 members 
Mstep: Class 77 contains 383 members 
Mstep: Class 78 contains 347 members 
Mstep: Class 80 contains 259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147547296.000000 Penalty: 274052.718750
Iteration 248Q: 80 clusters Score -1.475473e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 15362 members 
Mstep: Class 3 contains 27062 members 
Mstep: Class 4 contains 35820 members 
Mstep: Class 5 contains 21363 members 
Mstep: Class 6 contains 641 members 
Mstep: Class 7 contains 2492 members 
Mstep: Class 8 contains 48731 members 
Mstep: Class 9 contains 29937 members 
Mstep: Class 10 contains 12099 members 
Mstep: Class 11 contains 4399 members 
Mstep: Class 12 contains 225571 members 
Mstep: Class 13 contains 9181 members 
Mstep: Class 14 contains 5297 members 
Mstep: Class 15 contains 27008 members 
Mstep: Class 16 contains 9438 members 
Mstep: Class 17 contains 9724 members 
Mstep: Class 18 contains 8382 members 
Mstep: Class 19 contains 163125 members 
Mstep: Class 20 contains 41549 members 
Mstep: Class 21 contains 12670 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 10776 members 
Mstep: Class 24 contains 4123 members 
Mstep: Class 25 contains 6792 members 
Mstep: Class 26 contains 60526 members 
Mstep: Class 27 contains 9617 members 
Mstep: Class 28 contains 6867 members 
Mstep: Class 29 contains 5323 members 
Mstep: Class 30 contains 8662 members 
Mstep: Class 31 contains 335 members 
Mstep: Class 32 contains 452 members 
Mstep: Class 33 contains 1802 members 
Mstep: Class 34 contains 8709 members 
Mstep: Class 35 contains 197264 members 
Mstep: Class 36 contains 2890 members 
Mstep: Class 37 contains 4615 members 
Mstep: Class 38 contains 2495 members 
Mstep: Class 39 contains 322 members 
Mstep: Class 40 contains 9957 members 
Mstep: Class 41 contains 27275 members 
Mstep: Class 42 contains 5089 members 
Mstep: Class 43 contains 12583 members 
Mstep: Class 44 contains 1001 members 
Mstep: Class 45 contains 3725 members 
Mstep: Class 46 contains 988 members 
Mstep: Class 47 contains 13838 members 
Mstep: Class 48 contains 384 members 
Mstep: Class 49 contains 4143 members 
Mstep: Class 50 contains 302 members 
Mstep: Class 51 contains 418 members 
Mstep: Class 52 contains 38494 members 
Mstep: Class 53 contains 264 members 
Mstep: Class 54 contains 7352 members 
Mstep: Class 55 contains 451 members 
Mstep: Class 56 contains 1816 members 
Mstep: Class 57 contains 2958 members 
Mstep: Class 58 contains 814 members 
Mstep: Class 59 contains 155 members 
Mstep: Class 60 contains 635 members 
Mstep: Class 61 contains 549 members 
Mstep: Class 62 contains 275 members 
Mstep: Class 63 contains 367 members 
Mstep: Class 64 contains 222 members 
Mstep: Class 65 contains 746 members 
Mstep: Class 66 contains 230 members 
Mstep: Class 67 contains 151 members 
Mstep: Class 68 contains 722 members 
Mstep: Class 69 contains 503 members 
Mstep: Class 70 contains 214 members 
Mstep: Class 71 contains 399 members 
Mstep: Class 72 contains 4064 members 
Mstep: Class 73 contains 252 members 
Mstep: Class 74 contains 392 members 
Mstep: Class 75 contains 219 members 
Mstep: Class 76 contains 302 members 
Mstep: Class 77 contains 383 members 
Mstep: Class 78 contains 347 members 
Mstep: Class 80 contains 259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147547360.000000 Penalty: 274052.718750
Iteration 249Q: 80 clusters Score -1.475474e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 15364 members 
Mstep: Class 3 contains 27058 members 
Mstep: Class 4 contains 35824 members 
Mstep: Class 5 contains 21363 members 
Mstep: Class 6 contains 641 members 
Mstep: Class 7 contains 2492 members 
Mstep: Class 8 contains 48732 members 
Mstep: Class 9 contains 29937 members 
Mstep: Class 10 contains 12096 members 
Mstep: Class 11 contains 4399 members 
Mstep: Class 12 contains 225573 members 
Mstep: Class 13 contains 9183 members 
Mstep: Class 14 contains 5297 members 
Mstep: Class 15 contains 27005 members 
Mstep: Class 16 contains 9440 members 
Mstep: Class 17 contains 9723 members 
Mstep: Class 18 contains 8382 members 
Mstep: Class 19 contains 163125 members 
Mstep: Class 20 contains 41547 members 
Mstep: Class 21 contains 12667 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 10778 members 
Mstep: Class 24 contains 4123 members 
Mstep: Class 25 contains 6793 members 
Mstep: Class 26 contains 60527 members 
Mstep: Class 27 contains 9617 members 
Mstep: Class 28 contains 6867 members 
Mstep: Class 29 contains 5328 members 
Mstep: Class 30 contains 8662 members 
Mstep: Class 31 contains 335 members 
Mstep: Class 32 contains 452 members 
Mstep: Class 33 contains 1802 members 
Mstep: Class 34 contains 8709 members 
Mstep: Class 35 contains 197259 members 
Mstep: Class 36 contains 2891 members 
Mstep: Class 37 contains 4615 members 
Mstep: Class 38 contains 2495 members 
Mstep: Class 39 contains 322 members 
Mstep: Class 40 contains 9957 members 
Mstep: Class 41 contains 27275 members 
Mstep: Class 42 contains 5089 members 
Mstep: Class 43 contains 12578 members 
Mstep: Class 44 contains 1001 members 
Mstep: Class 45 contains 3725 members 
Mstep: Class 46 contains 988 members 
Mstep: Class 47 contains 13838 members 
Mstep: Class 48 contains 384 members 
Mstep: Class 49 contains 4144 members 
Mstep: Class 50 contains 302 members 
Mstep: Class 51 contains 418 members 
Mstep: Class 52 contains 38496 members 
Mstep: Class 53 contains 264 members 
Mstep: Class 54 contains 7352 members 
Mstep: Class 55 contains 451 members 
Mstep: Class 56 contains 1816 members 
Mstep: Class 57 contains 2958 members 
Mstep: Class 58 contains 814 members 
Mstep: Class 59 contains 155 members 
Mstep: Class 60 contains 635 members 
Mstep: Class 61 contains 549 members 
Mstep: Class 62 contains 275 members 
Mstep: Class 63 contains 367 members 
Mstep: Class 64 contains 222 members 
Mstep: Class 65 contains 746 members 
Mstep: Class 66 contains 230 members 
Mstep: Class 67 contains 151 members 
Mstep: Class 68 contains 722 members 
Mstep: Class 69 contains 503 members 
Mstep: Class 70 contains 214 members 
Mstep: Class 71 contains 399 members 
Mstep: Class 72 contains 4064 members 
Mstep: Class 73 contains 252 members 
Mstep: Class 74 contains 392 members 
Mstep: Class 75 contains 219 members 
Mstep: Class 76 contains 302 members 
Mstep: Class 77 contains 383 members 
Mstep: Class 78 contains 347 members 
Mstep: Class 80 contains 259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147547392.000000 Penalty: 274052.718750
Iteration 250Q: 80 clusters Score -1.475474e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 15364 members 
Mstep: Class 3 contains 27053 members 
Mstep: Class 4 contains 35827 members 
Mstep: Class 5 contains 21364 members 
Mstep: Class 6 contains 641 members 
Mstep: Class 7 contains 2492 members 
Mstep: Class 8 contains 48735 members 
Mstep: Class 9 contains 29938 members 
Mstep: Class 10 contains 12094 members 
Mstep: Class 11 contains 4399 members 
Mstep: Class 12 contains 225574 members 
Mstep: Class 13 contains 9182 members 
Mstep: Class 14 contains 5297 members 
Mstep: Class 15 contains 27006 members 
Mstep: Class 16 contains 9441 members 
Mstep: Class 17 contains 9723 members 
Mstep: Class 18 contains 8382 members 
Mstep: Class 19 contains 163125 members 
Mstep: Class 20 contains 41544 members 
Mstep: Class 21 contains 12664 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 10779 members 
Mstep: Class 24 contains 4123 members 
Mstep: Class 25 contains 6793 members 
Mstep: Class 26 contains 60527 members 
Mstep: Class 27 contains 9617 members 
Mstep: Class 28 contains 6867 members 
Mstep: Class 29 contains 5337 members 
Mstep: Class 30 contains 8663 members 
Mstep: Class 31 contains 335 members 
Mstep: Class 32 contains 452 members 
Mstep: Class 33 contains 1802 members 
Mstep: Class 34 contains 8709 members 
Mstep: Class 35 contains 197254 members 
Mstep: Class 36 contains 2891 members 
Mstep: Class 37 contains 4615 members 
Mstep: Class 38 contains 2495 members 
Mstep: Class 39 contains 322 members 
Mstep: Class 40 contains 9958 members 
Mstep: Class 41 contains 27275 members 
Mstep: Class 42 contains 5089 members 
Mstep: Class 43 contains 12569 members 
Mstep: Class 44 contains 1001 members 
Mstep: Class 45 contains 3725 members 
Mstep: Class 46 contains 988 members 
Mstep: Class 47 contains 13838 members 
Mstep: Class 48 contains 384 members 
Mstep: Class 49 contains 4144 members 
Mstep: Class 50 contains 302 members 
Mstep: Class 51 contains 418 members 
Mstep: Class 52 contains 38501 members 
Mstep: Class 53 contains 264 members 
Mstep: Class 54 contains 7352 members 
Mstep: Class 55 contains 451 members 
Mstep: Class 56 contains 1816 members 
Mstep: Class 57 contains 2958 members 
Mstep: Class 58 contains 814 members 
Mstep: Class 59 contains 155 members 
Mstep: Class 60 contains 635 members 
Mstep: Class 61 contains 549 members 
Mstep: Class 62 contains 275 members 
Mstep: Class 63 contains 367 members 
Mstep: Class 64 contains 222 members 
Mstep: Class 65 contains 746 members 
Mstep: Class 66 contains 230 members 
Mstep: Class 67 contains 151 members 
Mstep: Class 68 contains 722 members 
Mstep: Class 69 contains 503 members 
Mstep: Class 70 contains 214 members 
Mstep: Class 71 contains 399 members 
Mstep: Class 72 contains 4064 members 
Mstep: Class 73 contains 252 members 
Mstep: Class 74 contains 392 members 
Mstep: Class 75 contains 219 members 
Mstep: Class 76 contains 302 members 
Mstep: Class 77 contains 383 members 
Mstep: Class 78 contains 347 members 
Mstep: Class 80 contains 259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147547296.000000 Penalty: 274052.718750
Iteration 251Q: 80 clusters Score -1.475473e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 15365 members 
Mstep: Class 3 contains 27051 members 
Mstep: Class 4 contains 35832 members 
Mstep: Class 5 contains 21361 members 
Mstep: Class 6 contains 641 members 
Mstep: Class 7 contains 2492 members 
Mstep: Class 8 contains 48738 members 
Mstep: Class 9 contains 29938 members 
Mstep: Class 10 contains 12092 members 
Mstep: Class 11 contains 4399 members 
Mstep: Class 12 contains 225574 members 
Mstep: Class 13 contains 9183 members 
Mstep: Class 14 contains 5297 members 
Mstep: Class 15 contains 27009 members 
Mstep: Class 16 contains 9442 members 
Mstep: Class 17 contains 9721 members 
Mstep: Class 18 contains 8382 members 
Mstep: Class 19 contains 163123 members 
Mstep: Class 20 contains 41543 members 
Mstep: Class 21 contains 12661 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 10781 members 
Mstep: Class 24 contains 4123 members 
Mstep: Class 25 contains 6794 members 
Mstep: Class 26 contains 60526 members 
Mstep: Class 27 contains 9617 members 
Mstep: Class 28 contains 6868 members 
Mstep: Class 29 contains 5344 members 
Mstep: Class 30 contains 8664 members 
Mstep: Class 31 contains 335 members 
Mstep: Class 32 contains 452 members 
Mstep: Class 33 contains 1802 members 
Mstep: Class 34 contains 8709 members 
Mstep: Class 35 contains 197248 members 
Mstep: Class 36 contains 2891 members 
Mstep: Class 37 contains 4615 members 
Mstep: Class 38 contains 2495 members 
Mstep: Class 39 contains 322 members 
Mstep: Class 40 contains 9958 members 
Mstep: Class 41 contains 27275 members 
Mstep: Class 42 contains 5089 members 
Mstep: Class 43 contains 12559 members 
Mstep: Class 44 contains 1001 members 
Mstep: Class 45 contains 3725 members 
Mstep: Class 46 contains 988 members 
Mstep: Class 47 contains 13838 members 
Mstep: Class 48 contains 384 members 
Mstep: Class 49 contains 4145 members 
Mstep: Class 50 contains 302 members 
Mstep: Class 51 contains 418 members 
Mstep: Class 52 contains 38504 members 
Mstep: Class 53 contains 264 members 
Mstep: Class 54 contains 7354 members 
Mstep: Class 55 contains 451 members 
Mstep: Class 56 contains 1816 members 
Mstep: Class 57 contains 2958 members 
Mstep: Class 58 contains 814 members 
Mstep: Class 59 contains 155 members 
Mstep: Class 60 contains 635 members 
Mstep: Class 61 contains 549 members 
Mstep: Class 62 contains 275 members 
Mstep: Class 63 contains 367 members 
Mstep: Class 64 contains 222 members 
Mstep: Class 65 contains 746 members 
Mstep: Class 66 contains 230 members 
Mstep: Class 67 contains 151 members 
Mstep: Class 68 contains 722 members 
Mstep: Class 69 contains 503 members 
Mstep: Class 70 contains 214 members 
Mstep: Class 71 contains 399 members 
Mstep: Class 72 contains 4064 members 
Mstep: Class 73 contains 252 members 
Mstep: Class 74 contains 392 members 
Mstep: Class 75 contains 219 members 
Mstep: Class 76 contains 302 members 
Mstep: Class 77 contains 383 members 
Mstep: Class 78 contains 347 members 
Mstep: Class 80 contains 259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147547360.000000 Penalty: 274052.718750
Iteration 252Q: 80 clusters Score -1.475474e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 15364 members 
Mstep: Class 3 contains 27049 members 
Mstep: Class 4 contains 35835 members 
Mstep: Class 5 contains 21360 members 
Mstep: Class 6 contains 641 members 
Mstep: Class 7 contains 2492 members 
Mstep: Class 8 contains 48740 members 
Mstep: Class 9 contains 29939 members 
Mstep: Class 10 contains 12092 members 
Mstep: Class 11 contains 4399 members 
Mstep: Class 12 contains 225572 members 
Mstep: Class 13 contains 9183 members 
Mstep: Class 14 contains 5297 members 
Mstep: Class 15 contains 27012 members 
Mstep: Class 16 contains 9442 members 
Mstep: Class 17 contains 9720 members 
Mstep: Class 18 contains 8382 members 
Mstep: Class 19 contains 163120 members 
Mstep: Class 20 contains 41540 members 
Mstep: Class 21 contains 12659 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 10782 members 
Mstep: Class 24 contains 4123 members 
Mstep: Class 25 contains 6796 members 
Mstep: Class 26 contains 60527 members 
Mstep: Class 27 contains 9617 members 
Mstep: Class 28 contains 6867 members 
Mstep: Class 29 contains 5354 members 
Mstep: Class 30 contains 8666 members 
Mstep: Class 31 contains 335 members 
Mstep: Class 32 contains 452 members 
Mstep: Class 33 contains 1802 members 
Mstep: Class 34 contains 8709 members 
Mstep: Class 35 contains 197243 members 
Mstep: Class 36 contains 2891 members 
Mstep: Class 37 contains 4615 members 
Mstep: Class 38 contains 2496 members 
Mstep: Class 39 contains 322 members 
Mstep: Class 40 contains 9958 members 
Mstep: Class 41 contains 27275 members 
Mstep: Class 42 contains 5089 members 
Mstep: Class 43 contains 12549 members 
Mstep: Class 44 contains 1001 members 
Mstep: Class 45 contains 3725 members 
Mstep: Class 46 contains 988 members 
Mstep: Class 47 contains 13838 members 
Mstep: Class 48 contains 384 members 
Mstep: Class 49 contains 4145 members 
Mstep: Class 50 contains 302 members 
Mstep: Class 51 contains 418 members 
Mstep: Class 52 contains 38509 members 
Mstep: Class 53 contains 264 members 
Mstep: Class 54 contains 7354 members 
Mstep: Class 55 contains 451 members 
Mstep: Class 56 contains 1816 members 
Mstep: Class 57 contains 2958 members 
Mstep: Class 58 contains 814 members 
Mstep: Class 59 contains 155 members 
Mstep: Class 60 contains 635 members 
Mstep: Class 61 contains 549 members 
Mstep: Class 62 contains 275 members 
Mstep: Class 63 contains 367 members 
Mstep: Class 64 contains 222 members 
Mstep: Class 65 contains 746 members 
Mstep: Class 66 contains 230 members 
Mstep: Class 67 contains 151 members 
Mstep: Class 68 contains 722 members 
Mstep: Class 69 contains 503 members 
Mstep: Class 70 contains 214 members 
Mstep: Class 71 contains 399 members 
Mstep: Class 72 contains 4064 members 
Mstep: Class 73 contains 252 members 
Mstep: Class 74 contains 392 members 
Mstep: Class 75 contains 219 members 
Mstep: Class 76 contains 302 members 
Mstep: Class 77 contains 383 members 
Mstep: Class 78 contains 347 members 
Mstep: Class 80 contains 259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147547472.000000 Penalty: 274052.718750
Iteration 253Q: 80 clusters Score -1.475475e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 15364 members 
Mstep: Class 3 contains 27046 members 
Mstep: Class 4 contains 35840 members 
Mstep: Class 5 contains 21360 members 
Mstep: Class 6 contains 641 members 
Mstep: Class 7 contains 2492 members 
Mstep: Class 8 contains 48742 members 
Mstep: Class 9 contains 29939 members 
Mstep: Class 10 contains 12092 members 
Mstep: Class 11 contains 4399 members 
Mstep: Class 12 contains 225573 members 
Mstep: Class 13 contains 9184 members 
Mstep: Class 14 contains 5297 members 
Mstep: Class 15 contains 27014 members 
Mstep: Class 16 contains 9441 members 
Mstep: Class 17 contains 9717 members 
Mstep: Class 18 contains 8382 members 
Mstep: Class 19 contains 163116 members 
Mstep: Class 20 contains 41536 members 
Mstep: Class 21 contains 12658 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 10783 members 
Mstep: Class 24 contains 4123 members 
Mstep: Class 25 contains 6797 members 
Mstep: Class 26 contains 60528 members 
Mstep: Class 27 contains 9617 members 
Mstep: Class 28 contains 6867 members 
Mstep: Class 29 contains 5361 members 
Mstep: Class 30 contains 8668 members 
Mstep: Class 31 contains 335 members 
Mstep: Class 32 contains 452 members 
Mstep: Class 33 contains 1802 members 
Mstep: Class 34 contains 8709 members 
Mstep: Class 35 contains 197240 members 
Mstep: Class 36 contains 2891 members 
Mstep: Class 37 contains 4615 members 
Mstep: Class 38 contains 2497 members 
Mstep: Class 39 contains 322 members 
Mstep: Class 40 contains 9958 members 
Mstep: Class 41 contains 27275 members 
Mstep: Class 42 contains 5089 members 
Mstep: Class 43 contains 12539 members 
Mstep: Class 44 contains 1001 members 
Mstep: Class 45 contains 3725 members 
Mstep: Class 46 contains 988 members 
Mstep: Class 47 contains 13838 members 
Mstep: Class 48 contains 384 members 
Mstep: Class 49 contains 4145 members 
Mstep: Class 50 contains 302 members 
Mstep: Class 51 contains 418 members 
Mstep: Class 52 contains 38514 members 
Mstep: Class 53 contains 264 members 
Mstep: Class 54 contains 7354 members 
Mstep: Class 55 contains 451 members 
Mstep: Class 56 contains 1816 members 
Mstep: Class 57 contains 2958 members 
Mstep: Class 58 contains 814 members 
Mstep: Class 59 contains 155 members 
Mstep: Class 60 contains 635 members 
Mstep: Class 61 contains 549 members 
Mstep: Class 62 contains 275 members 
Mstep: Class 63 contains 367 members 
Mstep: Class 64 contains 222 members 
Mstep: Class 65 contains 746 members 
Mstep: Class 66 contains 230 members 
Mstep: Class 67 contains 151 members 
Mstep: Class 68 contains 722 members 
Mstep: Class 69 contains 503 members 
Mstep: Class 70 contains 214 members 
Mstep: Class 71 contains 399 members 
Mstep: Class 72 contains 4064 members 
Mstep: Class 73 contains 252 members 
Mstep: Class 74 contains 392 members 
Mstep: Class 75 contains 219 members 
Mstep: Class 76 contains 302 members 
Mstep: Class 77 contains 383 members 
Mstep: Class 78 contains 347 members 
Mstep: Class 80 contains 259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147547344.000000 Penalty: 274052.718750
Iteration 254Q: 80 clusters Score -1.475473e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 15363 members 
Mstep: Class 3 contains 27046 members 
Mstep: Class 4 contains 35844 members 
Mstep: Class 5 contains 21359 members 
Mstep: Class 6 contains 641 members 
Mstep: Class 7 contains 2492 members 
Mstep: Class 8 contains 48743 members 
Mstep: Class 9 contains 29939 members 
Mstep: Class 10 contains 12092 members 
Mstep: Class 11 contains 4398 members 
Mstep: Class 12 contains 225575 members 
Mstep: Class 13 contains 9183 members 
Mstep: Class 14 contains 5297 members 
Mstep: Class 15 contains 27014 members 
Mstep: Class 16 contains 9439 members 
Mstep: Class 17 contains 9711 members 
Mstep: Class 18 contains 8382 members 
Mstep: Class 19 contains 163112 members 
Mstep: Class 20 contains 41534 members 
Mstep: Class 21 contains 12656 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 10784 members 
Mstep: Class 24 contains 4123 members 
Mstep: Class 25 contains 6801 members 
Mstep: Class 26 contains 60529 members 
Mstep: Class 27 contains 9618 members 
Mstep: Class 28 contains 6867 members 
Mstep: Class 29 contains 5369 members 
Mstep: Class 30 contains 8667 members 
Mstep: Class 31 contains 335 members 
Mstep: Class 32 contains 452 members 
Mstep: Class 33 contains 1802 members 
Mstep: Class 34 contains 8709 members 
Mstep: Class 35 contains 197240 members 
Mstep: Class 36 contains 2891 members 
Mstep: Class 37 contains 4615 members 
Mstep: Class 38 contains 2497 members 
Mstep: Class 39 contains 322 members 
Mstep: Class 40 contains 9958 members 
Mstep: Class 41 contains 27275 members 
Mstep: Class 42 contains 5089 members 
Mstep: Class 43 contains 12529 members 
Mstep: Class 44 contains 1001 members 
Mstep: Class 45 contains 3725 members 
Mstep: Class 46 contains 988 members 
Mstep: Class 47 contains 13838 members 
Mstep: Class 48 contains 384 members 
Mstep: Class 49 contains 4145 members 
Mstep: Class 50 contains 302 members 
Mstep: Class 51 contains 418 members 
Mstep: Class 52 contains 38523 members 
Mstep: Class 53 contains 264 members 
Mstep: Class 54 contains 7354 members 
Mstep: Class 55 contains 451 members 
Mstep: Class 56 contains 1816 members 
Mstep: Class 57 contains 2958 members 
Mstep: Class 58 contains 814 members 
Mstep: Class 59 contains 155 members 
Mstep: Class 60 contains 635 members 
Mstep: Class 61 contains 549 members 
Mstep: Class 62 contains 275 members 
Mstep: Class 63 contains 367 members 
Mstep: Class 64 contains 222 members 
Mstep: Class 65 contains 746 members 
Mstep: Class 66 contains 230 members 
Mstep: Class 67 contains 151 members 
Mstep: Class 68 contains 722 members 
Mstep: Class 69 contains 503 members 
Mstep: Class 70 contains 214 members 
Mstep: Class 71 contains 399 members 
Mstep: Class 72 contains 4064 members 
Mstep: Class 73 contains 252 members 
Mstep: Class 74 contains 392 members 
Mstep: Class 75 contains 219 members 
Mstep: Class 76 contains 302 members 
Mstep: Class 77 contains 383 members 
Mstep: Class 78 contains 347 members 
Mstep: Class 80 contains 259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147547264.000000 Penalty: 274052.718750
Iteration 255Q: 80 clusters Score -1.475473e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 15362 members 
Mstep: Class 3 contains 27045 members 
Mstep: Class 4 contains 35845 members 
Mstep: Class 5 contains 21357 members 
Mstep: Class 6 contains 641 members 
Mstep: Class 7 contains 2492 members 
Mstep: Class 8 contains 48742 members 
Mstep: Class 9 contains 29939 members 
Mstep: Class 10 contains 12092 members 
Mstep: Class 11 contains 4398 members 
Mstep: Class 12 contains 225575 members 
Mstep: Class 13 contains 9182 members 
Mstep: Class 14 contains 5297 members 
Mstep: Class 15 contains 27017 members 
Mstep: Class 16 contains 9439 members 
Mstep: Class 17 contains 9706 members 
Mstep: Class 18 contains 8382 members 
Mstep: Class 19 contains 163113 members 
Mstep: Class 20 contains 41536 members 
Mstep: Class 21 contains 12653 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 10786 members 
Mstep: Class 24 contains 4123 members 
Mstep: Class 25 contains 6802 members 
Mstep: Class 26 contains 60532 members 
Mstep: Class 27 contains 9618 members 
Mstep: Class 28 contains 6867 members 
Mstep: Class 29 contains 5369 members 
Mstep: Class 30 contains 8666 members 
Mstep: Class 31 contains 335 members 
Mstep: Class 32 contains 452 members 
Mstep: Class 33 contains 1802 members 
Mstep: Class 34 contains 8709 members 
Mstep: Class 35 contains 197237 members 
Mstep: Class 36 contains 2891 members 
Mstep: Class 37 contains 4615 members 
Mstep: Class 38 contains 2497 members 
Mstep: Class 39 contains 322 members 
Mstep: Class 40 contains 9958 members 
Mstep: Class 41 contains 27276 members 
Mstep: Class 42 contains 5089 members 
Mstep: Class 43 contains 12525 members 
Mstep: Class 44 contains 1001 members 
Mstep: Class 45 contains 3725 members 
Mstep: Class 46 contains 988 members 
Mstep: Class 47 contains 13838 members 
Mstep: Class 48 contains 384 members 
Mstep: Class 49 contains 4145 members 
Mstep: Class 50 contains 302 members 
Mstep: Class 51 contains 418 members 
Mstep: Class 52 contains 38531 members 
Mstep: Class 53 contains 264 members 
Mstep: Class 54 contains 7354 members 
Mstep: Class 55 contains 451 members 
Mstep: Class 56 contains 1816 members 
Mstep: Class 57 contains 2958 members 
Mstep: Class 58 contains 814 members 
Mstep: Class 59 contains 155 members 
Mstep: Class 60 contains 635 members 
Mstep: Class 61 contains 549 members 
Mstep: Class 62 contains 275 members 
Mstep: Class 63 contains 367 members 
Mstep: Class 64 contains 222 members 
Mstep: Class 65 contains 746 members 
Mstep: Class 66 contains 230 members 
Mstep: Class 67 contains 151 members 
Mstep: Class 68 contains 722 members 
Mstep: Class 69 contains 503 members 
Mstep: Class 70 contains 214 members 
Mstep: Class 71 contains 399 members 
Mstep: Class 72 contains 4064 members 
Mstep: Class 73 contains 252 members 
Mstep: Class 74 contains 392 members 
Mstep: Class 75 contains 219 members 
Mstep: Class 76 contains 302 members 
Mstep: Class 77 contains 383 members 
Mstep: Class 78 contains 347 members 
Mstep: Class 80 contains 259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147547264.000000 Penalty: 274052.718750
Iteration 256Q: 80 clusters Score -1.475473e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 15361 members 
Mstep: Class 3 contains 27045 members 
Mstep: Class 4 contains 35845 members 
Mstep: Class 5 contains 21356 members 
Mstep: Class 6 contains 641 members 
Mstep: Class 7 contains 2492 members 
Mstep: Class 8 contains 48743 members 
Mstep: Class 9 contains 29939 members 
Mstep: Class 10 contains 12092 members 
Mstep: Class 11 contains 4398 members 
Mstep: Class 12 contains 225573 members 
Mstep: Class 13 contains 9182 members 
Mstep: Class 14 contains 5297 members 
Mstep: Class 15 contains 27016 members 
Mstep: Class 16 contains 9439 members 
Mstep: Class 17 contains 9704 members 
Mstep: Class 18 contains 8382 members 
Mstep: Class 19 contains 163112 members 
Mstep: Class 20 contains 41536 members 
Mstep: Class 21 contains 12649 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 10787 members 
Mstep: Class 24 contains 4123 members 
Mstep: Class 25 contains 6801 members 
Mstep: Class 26 contains 60534 members 
Mstep: Class 27 contains 9618 members 
Mstep: Class 28 contains 6867 members 
Mstep: Class 29 contains 5375 members 
Mstep: Class 30 contains 8666 members 
Mstep: Class 31 contains 335 members 
Mstep: Class 32 contains 452 members 
Mstep: Class 33 contains 1802 members 
Mstep: Class 34 contains 8709 members 
Mstep: Class 35 contains 197236 members 
Mstep: Class 36 contains 2891 members 
Mstep: Class 37 contains 4615 members 
Mstep: Class 38 contains 2497 members 
Mstep: Class 39 contains 322 members 
Mstep: Class 40 contains 9958 members 
Mstep: Class 41 contains 27276 members 
Mstep: Class 42 contains 5089 members 
Mstep: Class 43 contains 12521 members 
Mstep: Class 44 contains 1001 members 
Mstep: Class 45 contains 3725 members 
Mstep: Class 46 contains 988 members 
Mstep: Class 47 contains 13838 members 
Mstep: Class 48 contains 384 members 
Mstep: Class 49 contains 4145 members 
Mstep: Class 50 contains 302 members 
Mstep: Class 51 contains 418 members 
Mstep: Class 52 contains 38537 members 
Mstep: Class 53 contains 264 members 
Mstep: Class 54 contains 7356 members 
Mstep: Class 55 contains 451 members 
Mstep: Class 56 contains 1816 members 
Mstep: Class 57 contains 2958 members 
Mstep: Class 58 contains 814 members 
Mstep: Class 59 contains 155 members 
Mstep: Class 60 contains 635 members 
Mstep: Class 61 contains 549 members 
Mstep: Class 62 contains 275 members 
Mstep: Class 63 contains 367 members 
Mstep: Class 64 contains 222 members 
Mstep: Class 65 contains 746 members 
Mstep: Class 66 contains 230 members 
Mstep: Class 67 contains 151 members 
Mstep: Class 68 contains 722 members 
Mstep: Class 69 contains 503 members 
Mstep: Class 70 contains 214 members 
Mstep: Class 71 contains 399 members 
Mstep: Class 72 contains 4064 members 
Mstep: Class 73 contains 252 members 
Mstep: Class 74 contains 392 members 
Mstep: Class 75 contains 219 members 
Mstep: Class 76 contains 302 members 
Mstep: Class 77 contains 383 members 
Mstep: Class 78 contains 347 members 
Mstep: Class 80 contains 259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147547280.000000 Penalty: 274052.718750
Iteration 257Q: 80 clusters Score -1.475473e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 15361 members 
Mstep: Class 3 contains 27045 members 
Mstep: Class 4 contains 35846 members 
Mstep: Class 5 contains 21355 members 
Mstep: Class 6 contains 641 members 
Mstep: Class 7 contains 2492 members 
Mstep: Class 8 contains 48750 members 
Mstep: Class 9 contains 29938 members 
Mstep: Class 10 contains 12092 members 
Mstep: Class 11 contains 4398 members 
Mstep: Class 12 contains 225571 members 
Mstep: Class 13 contains 9181 members 
Mstep: Class 14 contains 5297 members 
Mstep: Class 15 contains 27016 members 
Mstep: Class 16 contains 9440 members 
Mstep: Class 17 contains 9704 members 
Mstep: Class 18 contains 8382 members 
Mstep: Class 19 contains 163110 members 
Mstep: Class 20 contains 41537 members 
Mstep: Class 21 contains 12647 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 10788 members 
Mstep: Class 24 contains 4123 members 
Mstep: Class 25 contains 6799 members 
Mstep: Class 26 contains 60534 members 
Mstep: Class 27 contains 9618 members 
Mstep: Class 28 contains 6867 members 
Mstep: Class 29 contains 5375 members 
Mstep: Class 30 contains 8667 members 
Mstep: Class 31 contains 335 members 
Mstep: Class 32 contains 452 members 
Mstep: Class 33 contains 1802 members 
Mstep: Class 34 contains 8709 members 
Mstep: Class 35 contains 197236 members 
Mstep: Class 36 contains 2891 members 
Mstep: Class 37 contains 4615 members 
Mstep: Class 38 contains 2497 members 
Mstep: Class 39 contains 322 members 
Mstep: Class 40 contains 9958 members 
Mstep: Class 41 contains 27276 members 
Mstep: Class 42 contains 5089 members 
Mstep: Class 43 contains 12518 members 
Mstep: Class 44 contains 1001 members 
Mstep: Class 45 contains 3725 members 
Mstep: Class 46 contains 988 members 
Mstep: Class 47 contains 13838 members 
Mstep: Class 48 contains 384 members 
Mstep: Class 49 contains 4144 members 
Mstep: Class 50 contains 302 members 
Mstep: Class 51 contains 418 members 
Mstep: Class 52 contains 38538 members 
Mstep: Class 53 contains 264 members 
Mstep: Class 54 contains 7358 members 
Mstep: Class 55 contains 451 members 
Mstep: Class 56 contains 1816 members 
Mstep: Class 57 contains 2958 members 
Mstep: Class 58 contains 814 members 
Mstep: Class 59 contains 155 members 
Mstep: Class 60 contains 635 members 
Mstep: Class 61 contains 549 members 
Mstep: Class 62 contains 275 members 
Mstep: Class 63 contains 367 members 
Mstep: Class 64 contains 222 members 
Mstep: Class 65 contains 746 members 
Mstep: Class 66 contains 230 members 
Mstep: Class 67 contains 151 members 
Mstep: Class 68 contains 722 members 
Mstep: Class 69 contains 503 members 
Mstep: Class 70 contains 214 members 
Mstep: Class 71 contains 399 members 
Mstep: Class 72 contains 4064 members 
Mstep: Class 73 contains 252 members 
Mstep: Class 74 contains 392 members 
Mstep: Class 75 contains 219 members 
Mstep: Class 76 contains 302 members 
Mstep: Class 77 contains 383 members 
Mstep: Class 78 contains 347 members 
Mstep: Class 80 contains 259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147547328.000000 Penalty: 274052.718750
Iteration 258Q: 80 clusters Score -1.475473e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 15361 members 
Mstep: Class 3 contains 27046 members 
Mstep: Class 4 contains 35847 members 
Mstep: Class 5 contains 21355 members 
Mstep: Class 6 contains 641 members 
Mstep: Class 7 contains 2492 members 
Mstep: Class 8 contains 48749 members 
Mstep: Class 9 contains 29936 members 
Mstep: Class 10 contains 12092 members 
Mstep: Class 11 contains 4398 members 
Mstep: Class 12 contains 225572 members 
Mstep: Class 13 contains 9179 members 
Mstep: Class 14 contains 5297 members 
Mstep: Class 15 contains 27017 members 
Mstep: Class 16 contains 9441 members 
Mstep: Class 17 contains 9704 members 
Mstep: Class 18 contains 8382 members 
Mstep: Class 19 contains 163110 members 
Mstep: Class 20 contains 41538 members 
Mstep: Class 21 contains 12646 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 10788 members 
Mstep: Class 24 contains 4123 members 
Mstep: Class 25 contains 6799 members 
Mstep: Class 26 contains 60535 members 
Mstep: Class 27 contains 9618 members 
Mstep: Class 28 contains 6867 members 
Mstep: Class 29 contains 5376 members 
Mstep: Class 30 contains 8667 members 
Mstep: Class 31 contains 335 members 
Mstep: Class 32 contains 452 members 
Mstep: Class 33 contains 1802 members 
Mstep: Class 34 contains 8709 members 
Mstep: Class 35 contains 197234 members 
Mstep: Class 36 contains 2891 members 
Mstep: Class 37 contains 4615 members 
Mstep: Class 38 contains 2497 members 
Mstep: Class 39 contains 322 members 
Mstep: Class 40 contains 9958 members 
Mstep: Class 41 contains 27276 members 
Mstep: Class 42 contains 5089 members 
Mstep: Class 43 contains 12515 members 
Mstep: Class 44 contains 1001 members 
Mstep: Class 45 contains 3725 members 
Mstep: Class 46 contains 988 members 
Mstep: Class 47 contains 13838 members 
Mstep: Class 48 contains 384 members 
Mstep: Class 49 contains 4144 members 
Mstep: Class 50 contains 302 members 
Mstep: Class 51 contains 418 members 
Mstep: Class 52 contains 38539 members 
Mstep: Class 53 contains 264 members 
Mstep: Class 54 contains 7360 members 
Mstep: Class 55 contains 451 members 
Mstep: Class 56 contains 1816 members 
Mstep: Class 57 contains 2958 members 
Mstep: Class 58 contains 814 members 
Mstep: Class 59 contains 155 members 
Mstep: Class 60 contains 635 members 
Mstep: Class 61 contains 549 members 
Mstep: Class 62 contains 275 members 
Mstep: Class 63 contains 367 members 
Mstep: Class 64 contains 222 members 
Mstep: Class 65 contains 746 members 
Mstep: Class 66 contains 230 members 
Mstep: Class 67 contains 151 members 
Mstep: Class 68 contains 722 members 
Mstep: Class 69 contains 503 members 
Mstep: Class 70 contains 214 members 
Mstep: Class 71 contains 399 members 
Mstep: Class 72 contains 4064 members 
Mstep: Class 73 contains 252 members 
Mstep: Class 74 contains 392 members 
Mstep: Class 75 contains 219 members 
Mstep: Class 76 contains 302 members 
Mstep: Class 77 contains 383 members 
Mstep: Class 78 contains 347 members 
Mstep: Class 80 contains 259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147547328.000000 Penalty: 274052.718750
Iteration 259Q: 80 clusters Score -1.475473e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 15361 members 
Mstep: Class 3 contains 27046 members 
Mstep: Class 4 contains 35848 members 
Mstep: Class 5 contains 21355 members 
Mstep: Class 6 contains 641 members 
Mstep: Class 7 contains 2492 members 
Mstep: Class 8 contains 48748 members 
Mstep: Class 9 contains 29936 members 
Mstep: Class 10 contains 12092 members 
Mstep: Class 11 contains 4398 members 
Mstep: Class 12 contains 225576 members 
Mstep: Class 13 contains 9176 members 
Mstep: Class 14 contains 5297 members 
Mstep: Class 15 contains 27017 members 
Mstep: Class 16 contains 9442 members 
Mstep: Class 17 contains 9704 members 
Mstep: Class 18 contains 8382 members 
Mstep: Class 19 contains 163107 members 
Mstep: Class 20 contains 41539 members 
Mstep: Class 21 contains 12648 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 10788 members 
Mstep: Class 24 contains 4123 members 
Mstep: Class 25 contains 6799 members 
Mstep: Class 26 contains 60537 members 
Mstep: Class 27 contains 9618 members 
Mstep: Class 28 contains 6867 members 
Mstep: Class 29 contains 5380 members 
Mstep: Class 30 contains 8667 members 
Mstep: Class 31 contains 335 members 
Mstep: Class 32 contains 452 members 
Mstep: Class 33 contains 1802 members 
Mstep: Class 34 contains 8709 members 
Mstep: Class 35 contains 197230 members 
Mstep: Class 36 contains 2891 members 
Mstep: Class 37 contains 4615 members 
Mstep: Class 38 contains 2497 members 
Mstep: Class 39 contains 322 members 
Mstep: Class 40 contains 9958 members 
Mstep: Class 41 contains 27276 members 
Mstep: Class 42 contains 5089 members 
Mstep: Class 43 contains 12508 members 
Mstep: Class 44 contains 1001 members 
Mstep: Class 45 contains 3725 members 
Mstep: Class 46 contains 988 members 
Mstep: Class 47 contains 13838 members 
Mstep: Class 48 contains 384 members 
Mstep: Class 49 contains 4144 members 
Mstep: Class 50 contains 302 members 
Mstep: Class 51 contains 418 members 
Mstep: Class 52 contains 38542 members 
Mstep: Class 53 contains 264 members 
Mstep: Class 54 contains 7361 members 
Mstep: Class 55 contains 451 members 
Mstep: Class 56 contains 1816 members 
Mstep: Class 57 contains 2958 members 
Mstep: Class 58 contains 814 members 
Mstep: Class 59 contains 155 members 
Mstep: Class 60 contains 635 members 
Mstep: Class 61 contains 549 members 
Mstep: Class 62 contains 275 members 
Mstep: Class 63 contains 367 members 
Mstep: Class 64 contains 222 members 
Mstep: Class 65 contains 746 members 
Mstep: Class 66 contains 230 members 
Mstep: Class 67 contains 151 members 
Mstep: Class 68 contains 722 members 
Mstep: Class 69 contains 503 members 
Mstep: Class 70 contains 214 members 
Mstep: Class 71 contains 399 members 
Mstep: Class 72 contains 4064 members 
Mstep: Class 73 contains 252 members 
Mstep: Class 74 contains 392 members 
Mstep: Class 75 contains 219 members 
Mstep: Class 76 contains 302 members 
Mstep: Class 77 contains 383 members 
Mstep: Class 78 contains 347 members 
Mstep: Class 80 contains 259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147547360.000000 Penalty: 274052.718750
Iteration 260F: 80 clusters Score -1.475474e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 15361 members 
Mstep: Class 3 contains 27046 members 
Mstep: Class 4 contains 35846 members 
Mstep: Class 5 contains 21355 members 
Mstep: Class 6 contains 641 members 
Mstep: Class 7 contains 2492 members 
Mstep: Class 8 contains 48743 members 
Mstep: Class 9 contains 29936 members 
Mstep: Class 10 contains 12092 members 
Mstep: Class 11 contains 4398 members 
Mstep: Class 12 contains 225577 members 
Mstep: Class 13 contains 9177 members 
Mstep: Class 14 contains 5297 members 
Mstep: Class 15 contains 27019 members 
Mstep: Class 16 contains 9442 members 
Mstep: Class 17 contains 9703 members 
Mstep: Class 18 contains 8382 members 
Mstep: Class 19 contains 163107 members 
Mstep: Class 20 contains 41540 members 
Mstep: Class 21 contains 12646 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 10788 members 
Mstep: Class 24 contains 4123 members 
Mstep: Class 25 contains 6797 members 
Mstep: Class 26 contains 60537 members 
Mstep: Class 27 contains 9618 members 
Mstep: Class 28 contains 6867 members 
Mstep: Class 29 contains 5385 members 
Mstep: Class 30 contains 8667 members 
Mstep: Class 31 contains 335 members 
Mstep: Class 32 contains 452 members 
Mstep: Class 33 contains 1802 members 
Mstep: Class 34 contains 8709 members 
Mstep: Class 35 contains 197229 members 
Mstep: Class 36 contains 2891 members 
Mstep: Class 37 contains 4615 members 
Mstep: Class 38 contains 2497 members 
Mstep: Class 39 contains 322 members 
Mstep: Class 40 contains 9958 members 
Mstep: Class 41 contains 27276 members 
Mstep: Class 42 contains 5089 members 
Mstep: Class 43 contains 12504 members 
Mstep: Class 44 contains 1001 members 
Mstep: Class 45 contains 3725 members 
Mstep: Class 46 contains 988 members 
Mstep: Class 47 contains 13839 members 
Mstep: Class 48 contains 384 members 
Mstep: Class 49 contains 4144 members 
Mstep: Class 50 contains 302 members 
Mstep: Class 51 contains 418 members 
Mstep: Class 52 contains 38546 members 
Mstep: Class 53 contains 264 members 
Mstep: Class 54 contains 7363 members 
Mstep: Class 55 contains 451 members 
Mstep: Class 56 contains 1816 members 
Mstep: Class 57 contains 2958 members 
Mstep: Class 58 contains 814 members 
Mstep: Class 59 contains 155 members 
Mstep: Class 60 contains 635 members 
Mstep: Class 61 contains 549 members 
Mstep: Class 62 contains 275 members 
Mstep: Class 63 contains 367 members 
Mstep: Class 64 contains 222 members 
Mstep: Class 65 contains 746 members 
Mstep: Class 66 contains 230 members 
Mstep: Class 67 contains 151 members 
Mstep: Class 68 contains 722 members 
Mstep: Class 69 contains 503 members 
Mstep: Class 70 contains 214 members 
Mstep: Class 71 contains 399 members 
Mstep: Class 72 contains 4064 members 
Mstep: Class 73 contains 252 members 
Mstep: Class 74 contains 392 members 
Mstep: Class 75 contains 219 members 
Mstep: Class 76 contains 302 members 
Mstep: Class 77 contains 383 members 
Mstep: Class 78 contains 347 members 
Mstep: Class 80 contains 259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147547296.000000 Penalty: 274052.718750
Iteration 261Q: 80 clusters Score -1.475473e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 15361 members 
Mstep: Class 3 contains 27046 members 
Mstep: Class 4 contains 35845 members 
Mstep: Class 5 contains 21355 members 
Mstep: Class 6 contains 641 members 
Mstep: Class 7 contains 2492 members 
Mstep: Class 8 contains 48744 members 
Mstep: Class 9 contains 29936 members 
Mstep: Class 10 contains 12092 members 
Mstep: Class 11 contains 4398 members 
Mstep: Class 12 contains 225577 members 
Mstep: Class 13 contains 9177 members 
Mstep: Class 14 contains 5297 members 
Mstep: Class 15 contains 27024 members 
Mstep: Class 16 contains 9442 members 
Mstep: Class 17 contains 9702 members 
Mstep: Class 18 contains 8382 members 
Mstep: Class 19 contains 163105 members 
Mstep: Class 20 contains 41537 members 
Mstep: Class 21 contains 12641 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 10788 members 
Mstep: Class 24 contains 4123 members 
Mstep: Class 25 contains 6801 members 
Mstep: Class 26 contains 60537 members 
Mstep: Class 27 contains 9618 members 
Mstep: Class 28 contains 6868 members 
Mstep: Class 29 contains 5391 members 
Mstep: Class 30 contains 8667 members 
Mstep: Class 31 contains 335 members 
Mstep: Class 32 contains 452 members 
Mstep: Class 33 contains 1802 members 
Mstep: Class 34 contains 8709 members 
Mstep: Class 35 contains 197225 members 
Mstep: Class 36 contains 2891 members 
Mstep: Class 37 contains 4615 members 
Mstep: Class 38 contains 2497 members 
Mstep: Class 39 contains 322 members 
Mstep: Class 40 contains 9958 members 
Mstep: Class 41 contains 27276 members 
Mstep: Class 42 contains 5089 members 
Mstep: Class 43 contains 12501 members 
Mstep: Class 44 contains 1001 members 
Mstep: Class 45 contains 3725 members 
Mstep: Class 46 contains 988 members 
Mstep: Class 47 contains 13840 members 
Mstep: Class 48 contains 384 members 
Mstep: Class 49 contains 4144 members 
Mstep: Class 50 contains 302 members 
Mstep: Class 51 contains 418 members 
Mstep: Class 52 contains 38547 members 
Mstep: Class 53 contains 264 members 
Mstep: Class 54 contains 7363 members 
Mstep: Class 55 contains 451 members 
Mstep: Class 56 contains 1816 members 
Mstep: Class 57 contains 2958 members 
Mstep: Class 58 contains 814 members 
Mstep: Class 59 contains 155 members 
Mstep: Class 60 contains 635 members 
Mstep: Class 61 contains 549 members 
Mstep: Class 62 contains 275 members 
Mstep: Class 63 contains 367 members 
Mstep: Class 64 contains 222 members 
Mstep: Class 65 contains 746 members 
Mstep: Class 66 contains 230 members 
Mstep: Class 67 contains 151 members 
Mstep: Class 68 contains 722 members 
Mstep: Class 69 contains 503 members 
Mstep: Class 70 contains 214 members 
Mstep: Class 71 contains 399 members 
Mstep: Class 72 contains 4064 members 
Mstep: Class 73 contains 252 members 
Mstep: Class 74 contains 392 members 
Mstep: Class 75 contains 219 members 
Mstep: Class 76 contains 302 members 
Mstep: Class 77 contains 383 members 
Mstep: Class 78 contains 347 members 
Mstep: Class 80 contains 259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147547328.000000 Penalty: 274052.718750
Iteration 262Q: 80 clusters Score -1.475473e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 15361 members 
Mstep: Class 3 contains 27046 members 
Mstep: Class 4 contains 35842 members 
Mstep: Class 5 contains 21356 members 
Mstep: Class 6 contains 641 members 
Mstep: Class 7 contains 2492 members 
Mstep: Class 8 contains 48741 members 
Mstep: Class 9 contains 29936 members 
Mstep: Class 10 contains 12092 members 
Mstep: Class 11 contains 4398 members 
Mstep: Class 12 contains 225578 members 
Mstep: Class 13 contains 9177 members 
Mstep: Class 14 contains 5297 members 
Mstep: Class 15 contains 27028 members 
Mstep: Class 16 contains 9442 members 
Mstep: Class 17 contains 9699 members 
Mstep: Class 18 contains 8382 members 
Mstep: Class 19 contains 163106 members 
Mstep: Class 20 contains 41536 members 
Mstep: Class 21 contains 12640 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 10788 members 
Mstep: Class 24 contains 4123 members 
Mstep: Class 25 contains 6803 members 
Mstep: Class 26 contains 60537 members 
Mstep: Class 27 contains 9618 members 
Mstep: Class 28 contains 6868 members 
Mstep: Class 29 contains 5397 members 
Mstep: Class 30 contains 8667 members 
Mstep: Class 31 contains 335 members 
Mstep: Class 32 contains 452 members 
Mstep: Class 33 contains 1802 members 
Mstep: Class 34 contains 8709 members 
Mstep: Class 35 contains 197218 members 
Mstep: Class 36 contains 2892 members 
Mstep: Class 37 contains 4615 members 
Mstep: Class 38 contains 2497 members 
Mstep: Class 39 contains 322 members 
Mstep: Class 40 contains 9958 members 
Mstep: Class 41 contains 27276 members 
Mstep: Class 42 contains 5090 members 
Mstep: Class 43 contains 12498 members 
Mstep: Class 44 contains 1001 members 
Mstep: Class 45 contains 3725 members 
Mstep: Class 46 contains 988 members 
Mstep: Class 47 contains 13841 members 
Mstep: Class 48 contains 384 members 
Mstep: Class 49 contains 4144 members 
Mstep: Class 50 contains 302 members 
Mstep: Class 51 contains 418 members 
Mstep: Class 52 contains 38549 members 
Mstep: Class 53 contains 264 members 
Mstep: Class 54 contains 7364 members 
Mstep: Class 55 contains 451 members 
Mstep: Class 56 contains 1816 members 
Mstep: Class 57 contains 2958 members 
Mstep: Class 58 contains 814 members 
Mstep: Class 59 contains 155 members 
Mstep: Class 60 contains 635 members 
Mstep: Class 61 contains 549 members 
Mstep: Class 62 contains 275 members 
Mstep: Class 63 contains 367 members 
Mstep: Class 64 contains 222 members 
Mstep: Class 65 contains 746 members 
Mstep: Class 66 contains 230 members 
Mstep: Class 67 contains 151 members 
Mstep: Class 68 contains 722 members 
Mstep: Class 69 contains 503 members 
Mstep: Class 70 contains 214 members 
Mstep: Class 71 contains 399 members 
Mstep: Class 72 contains 4064 members 
Mstep: Class 73 contains 252 members 
Mstep: Class 74 contains 392 members 
Mstep: Class 75 contains 219 members 
Mstep: Class 76 contains 302 members 
Mstep: Class 77 contains 383 members 
Mstep: Class 78 contains 347 members 
Mstep: Class 80 contains 259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147547360.000000 Penalty: 274052.718750
Iteration 263Q: 80 clusters Score -1.475474e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 15361 members 
Mstep: Class 3 contains 27046 members 
Mstep: Class 4 contains 35842 members 
Mstep: Class 5 contains 21356 members 
Mstep: Class 6 contains 641 members 
Mstep: Class 7 contains 2492 members 
Mstep: Class 8 contains 48740 members 
Mstep: Class 9 contains 29936 members 
Mstep: Class 10 contains 12092 members 
Mstep: Class 11 contains 4398 members 
Mstep: Class 12 contains 225577 members 
Mstep: Class 13 contains 9176 members 
Mstep: Class 14 contains 5297 members 
Mstep: Class 15 contains 27035 members 
Mstep: Class 16 contains 9442 members 
Mstep: Class 17 contains 9696 members 
Mstep: Class 18 contains 8382 members 
Mstep: Class 19 contains 163106 members 
Mstep: Class 20 contains 41535 members 
Mstep: Class 21 contains 12639 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 10789 members 
Mstep: Class 24 contains 4123 members 
Mstep: Class 25 contains 6805 members 
Mstep: Class 26 contains 60537 members 
Mstep: Class 27 contains 9617 members 
Mstep: Class 28 contains 6868 members 
Mstep: Class 29 contains 5399 members 
Mstep: Class 30 contains 8667 members 
Mstep: Class 31 contains 335 members 
Mstep: Class 32 contains 452 members 
Mstep: Class 33 contains 1802 members 
Mstep: Class 34 contains 8709 members 
Mstep: Class 35 contains 197210 members 
Mstep: Class 36 contains 2892 members 
Mstep: Class 37 contains 4615 members 
Mstep: Class 38 contains 2497 members 
Mstep: Class 39 contains 322 members 
Mstep: Class 40 contains 9958 members 
Mstep: Class 41 contains 27276 members 
Mstep: Class 42 contains 5090 members 
Mstep: Class 43 contains 12496 members 
Mstep: Class 44 contains 1001 members 
Mstep: Class 45 contains 3725 members 
Mstep: Class 46 contains 988 members 
Mstep: Class 47 contains 13842 members 
Mstep: Class 48 contains 384 members 
Mstep: Class 49 contains 4144 members 
Mstep: Class 50 contains 302 members 
Mstep: Class 51 contains 418 members 
Mstep: Class 52 contains 38552 members 
Mstep: Class 53 contains 264 members 
Mstep: Class 54 contains 7366 members 
Mstep: Class 55 contains 451 members 
Mstep: Class 56 contains 1816 members 
Mstep: Class 57 contains 2958 members 
Mstep: Class 58 contains 814 members 
Mstep: Class 59 contains 155 members 
Mstep: Class 60 contains 635 members 
Mstep: Class 61 contains 549 members 
Mstep: Class 62 contains 275 members 
Mstep: Class 63 contains 367 members 
Mstep: Class 64 contains 222 members 
Mstep: Class 65 contains 746 members 
Mstep: Class 66 contains 230 members 
Mstep: Class 67 contains 151 members 
Mstep: Class 68 contains 722 members 
Mstep: Class 69 contains 503 members 
Mstep: Class 70 contains 214 members 
Mstep: Class 71 contains 399 members 
Mstep: Class 72 contains 4064 members 
Mstep: Class 73 contains 252 members 
Mstep: Class 74 contains 392 members 
Mstep: Class 75 contains 219 members 
Mstep: Class 76 contains 302 members 
Mstep: Class 77 contains 383 members 
Mstep: Class 78 contains 347 members 
Mstep: Class 80 contains 259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147547376.000000 Penalty: 274052.718750
Iteration 264Q: 80 clusters Score -1.475474e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 15361 members 
Mstep: Class 3 contains 27046 members 
Mstep: Class 4 contains 35844 members 
Mstep: Class 5 contains 21356 members 
Mstep: Class 6 contains 641 members 
Mstep: Class 7 contains 2492 members 
Mstep: Class 8 contains 48747 members 
Mstep: Class 9 contains 29937 members 
Mstep: Class 10 contains 12092 members 
Mstep: Class 11 contains 4398 members 
Mstep: Class 12 contains 225572 members 
Mstep: Class 13 contains 9176 members 
Mstep: Class 14 contains 5297 members 
Mstep: Class 15 contains 27037 members 
Mstep: Class 16 contains 9442 members 
Mstep: Class 17 contains 9696 members 
Mstep: Class 18 contains 8382 members 
Mstep: Class 19 contains 163105 members 
Mstep: Class 20 contains 41536 members 
Mstep: Class 21 contains 12638 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 10790 members 
Mstep: Class 24 contains 4123 members 
Mstep: Class 25 contains 6805 members 
Mstep: Class 26 contains 60537 members 
Mstep: Class 27 contains 9616 members 
Mstep: Class 28 contains 6868 members 
Mstep: Class 29 contains 5402 members 
Mstep: Class 30 contains 8667 members 
Mstep: Class 31 contains 335 members 
Mstep: Class 32 contains 452 members 
Mstep: Class 33 contains 1802 members 
Mstep: Class 34 contains 8709 members 
Mstep: Class 35 contains 197205 members 
Mstep: Class 36 contains 2892 members 
Mstep: Class 37 contains 4615 members 
Mstep: Class 38 contains 2497 members 
Mstep: Class 39 contains 322 members 
Mstep: Class 40 contains 9958 members 
Mstep: Class 41 contains 27276 members 
Mstep: Class 42 contains 5090 members 
Mstep: Class 43 contains 12492 members 
Mstep: Class 44 contains 1001 members 
Mstep: Class 45 contains 3725 members 
Mstep: Class 46 contains 988 members 
Mstep: Class 47 contains 13842 members 
Mstep: Class 48 contains 384 members 
Mstep: Class 49 contains 4144 members 
Mstep: Class 50 contains 302 members 
Mstep: Class 51 contains 418 members 
Mstep: Class 52 contains 38552 members 
Mstep: Class 53 contains 264 members 
Mstep: Class 54 contains 7366 members 
Mstep: Class 55 contains 451 members 
Mstep: Class 56 contains 1816 members 
Mstep: Class 57 contains 2958 members 
Mstep: Class 58 contains 814 members 
Mstep: Class 59 contains 155 members 
Mstep: Class 60 contains 635 members 
Mstep: Class 61 contains 549 members 
Mstep: Class 62 contains 275 members 
Mstep: Class 63 contains 367 members 
Mstep: Class 64 contains 222 members 
Mstep: Class 65 contains 746 members 
Mstep: Class 66 contains 230 members 
Mstep: Class 67 contains 151 members 
Mstep: Class 68 contains 722 members 
Mstep: Class 69 contains 503 members 
Mstep: Class 70 contains 214 members 
Mstep: Class 71 contains 399 members 
Mstep: Class 72 contains 4064 members 
Mstep: Class 73 contains 252 members 
Mstep: Class 74 contains 392 members 
Mstep: Class 75 contains 219 members 
Mstep: Class 76 contains 302 members 
Mstep: Class 77 contains 383 members 
Mstep: Class 78 contains 347 members 
Mstep: Class 80 contains 259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147547376.000000 Penalty: 274052.718750
Iteration 265Q: 80 clusters Score -1.475474e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 15361 members 
Mstep: Class 3 contains 27046 members 
Mstep: Class 4 contains 35842 members 
Mstep: Class 5 contains 21356 members 
Mstep: Class 6 contains 641 members 
Mstep: Class 7 contains 2492 members 
Mstep: Class 8 contains 48750 members 
Mstep: Class 9 contains 29937 members 
Mstep: Class 10 contains 12091 members 
Mstep: Class 11 contains 4398 members 
Mstep: Class 12 contains 225573 members 
Mstep: Class 13 contains 9176 members 
Mstep: Class 14 contains 5297 members 
Mstep: Class 15 contains 27042 members 
Mstep: Class 16 contains 9442 members 
Mstep: Class 17 contains 9696 members 
Mstep: Class 18 contains 8382 members 
Mstep: Class 19 contains 163103 members 
Mstep: Class 20 contains 41535 members 
Mstep: Class 21 contains 12638 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 10791 members 
Mstep: Class 24 contains 4123 members 
Mstep: Class 25 contains 6805 members 
Mstep: Class 26 contains 60536 members 
Mstep: Class 27 contains 9616 members 
Mstep: Class 28 contains 6868 members 
Mstep: Class 29 contains 5403 members 
Mstep: Class 30 contains 8667 members 
Mstep: Class 31 contains 335 members 
Mstep: Class 32 contains 452 members 
Mstep: Class 33 contains 1802 members 
Mstep: Class 34 contains 8709 members 
Mstep: Class 35 contains 197201 members 
Mstep: Class 36 contains 2892 members 
Mstep: Class 37 contains 4615 members 
Mstep: Class 38 contains 2497 members 
Mstep: Class 39 contains 322 members 
Mstep: Class 40 contains 9958 members 
Mstep: Class 41 contains 27276 members 
Mstep: Class 42 contains 5090 members 
Mstep: Class 43 contains 12492 members 
Mstep: Class 44 contains 1001 members 
Mstep: Class 45 contains 3725 members 
Mstep: Class 46 contains 988 members 
Mstep: Class 47 contains 13842 members 
Mstep: Class 48 contains 384 members 
Mstep: Class 49 contains 4144 members 
Mstep: Class 50 contains 302 members 
Mstep: Class 51 contains 418 members 
Mstep: Class 52 contains 38552 members 
Mstep: Class 53 contains 264 members 
Mstep: Class 54 contains 7366 members 
Mstep: Class 55 contains 451 members 
Mstep: Class 56 contains 1816 members 
Mstep: Class 57 contains 2958 members 
Mstep: Class 58 contains 814 members 
Mstep: Class 59 contains 155 members 
Mstep: Class 60 contains 635 members 
Mstep: Class 61 contains 549 members 
Mstep: Class 62 contains 275 members 
Mstep: Class 63 contains 367 members 
Mstep: Class 64 contains 222 members 
Mstep: Class 65 contains 746 members 
Mstep: Class 66 contains 230 members 
Mstep: Class 67 contains 151 members 
Mstep: Class 68 contains 722 members 
Mstep: Class 69 contains 503 members 
Mstep: Class 70 contains 214 members 
Mstep: Class 71 contains 399 members 
Mstep: Class 72 contains 4064 members 
Mstep: Class 73 contains 252 members 
Mstep: Class 74 contains 392 members 
Mstep: Class 75 contains 219 members 
Mstep: Class 76 contains 302 members 
Mstep: Class 77 contains 383 members 
Mstep: Class 78 contains 347 members 
Mstep: Class 80 contains 259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147547376.000000 Penalty: 274052.718750
Iteration 266Q: 80 clusters Score -1.475474e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 15361 members 
Mstep: Class 3 contains 27046 members 
Mstep: Class 4 contains 35842 members 
Mstep: Class 5 contains 21356 members 
Mstep: Class 6 contains 641 members 
Mstep: Class 7 contains 2492 members 
Mstep: Class 8 contains 48750 members 
Mstep: Class 9 contains 29937 members 
Mstep: Class 10 contains 12091 members 
Mstep: Class 11 contains 4398 members 
Mstep: Class 12 contains 225572 members 
Mstep: Class 13 contains 9175 members 
Mstep: Class 14 contains 5297 members 
Mstep: Class 15 contains 27043 members 
Mstep: Class 16 contains 9442 members 
Mstep: Class 17 contains 9696 members 
Mstep: Class 18 contains 8382 members 
Mstep: Class 19 contains 163101 members 
Mstep: Class 20 contains 41536 members 
Mstep: Class 21 contains 12638 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 10791 members 
Mstep: Class 24 contains 4123 members 
Mstep: Class 25 contains 6805 members 
Mstep: Class 26 contains 60538 members 
Mstep: Class 27 contains 9616 members 
Mstep: Class 28 contains 6868 members 
Mstep: Class 29 contains 5402 members 
Mstep: Class 30 contains 8667 members 
Mstep: Class 31 contains 335 members 
Mstep: Class 32 contains 452 members 
Mstep: Class 33 contains 1802 members 
Mstep: Class 34 contains 8709 members 
Mstep: Class 35 contains 197202 members 
Mstep: Class 36 contains 2892 members 
Mstep: Class 37 contains 4615 members 
Mstep: Class 38 contains 2497 members 
Mstep: Class 39 contains 322 members 
Mstep: Class 40 contains 9958 members 
Mstep: Class 41 contains 27276 members 
Mstep: Class 42 contains 5090 members 
Mstep: Class 43 contains 12492 members 
Mstep: Class 44 contains 1001 members 
Mstep: Class 45 contains 3725 members 
Mstep: Class 46 contains 988 members 
Mstep: Class 47 contains 13842 members 
Mstep: Class 48 contains 384 members 
Mstep: Class 49 contains 4144 members 
Mstep: Class 50 contains 302 members 
Mstep: Class 51 contains 418 members 
Mstep: Class 52 contains 38552 members 
Mstep: Class 53 contains 264 members 
Mstep: Class 54 contains 7366 members 
Mstep: Class 55 contains 451 members 
Mstep: Class 56 contains 1816 members 
Mstep: Class 57 contains 2958 members 
Mstep: Class 58 contains 814 members 
Mstep: Class 59 contains 155 members 
Mstep: Class 60 contains 635 members 
Mstep: Class 61 contains 549 members 
Mstep: Class 62 contains 275 members 
Mstep: Class 63 contains 367 members 
Mstep: Class 64 contains 222 members 
Mstep: Class 65 contains 746 members 
Mstep: Class 66 contains 230 members 
Mstep: Class 67 contains 151 members 
Mstep: Class 68 contains 722 members 
Mstep: Class 69 contains 503 members 
Mstep: Class 70 contains 214 members 
Mstep: Class 71 contains 399 members 
Mstep: Class 72 contains 4064 members 
Mstep: Class 73 contains 252 members 
Mstep: Class 74 contains 392 members 
Mstep: Class 75 contains 219 members 
Mstep: Class 76 contains 302 members 
Mstep: Class 77 contains 383 members 
Mstep: Class 78 contains 347 members 
Mstep: Class 80 contains 259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147547344.000000 Penalty: 274052.718750
Iteration 267Q: 80 clusters Score -1.475473e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 15361 members 
Mstep: Class 3 contains 27046 members 
Mstep: Class 4 contains 35842 members 
Mstep: Class 5 contains 21356 members 
Mstep: Class 6 contains 641 members 
Mstep: Class 7 contains 2492 members 
Mstep: Class 8 contains 48750 members 
Mstep: Class 9 contains 29937 members 
Mstep: Class 10 contains 12091 members 
Mstep: Class 11 contains 4398 members 
Mstep: Class 12 contains 225572 members 
Mstep: Class 13 contains 9174 members 
Mstep: Class 14 contains 5297 members 
Mstep: Class 15 contains 27044 members 
Mstep: Class 16 contains 9442 members 
Mstep: Class 17 contains 9696 members 
Mstep: Class 18 contains 8382 members 
Mstep: Class 19 contains 163102 members 
Mstep: Class 20 contains 41537 members 
Mstep: Class 21 contains 12638 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 10791 members 
Mstep: Class 24 contains 4123 members 
Mstep: Class 25 contains 6805 members 
Mstep: Class 26 contains 60539 members 
Mstep: Class 27 contains 9616 members 
Mstep: Class 28 contains 6868 members 
Mstep: Class 29 contains 5401 members 
Mstep: Class 30 contains 8667 members 
Mstep: Class 31 contains 335 members 
Mstep: Class 32 contains 452 members 
Mstep: Class 33 contains 1802 members 
Mstep: Class 34 contains 8709 members 
Mstep: Class 35 contains 197201 members 
Mstep: Class 36 contains 2892 members 
Mstep: Class 37 contains 4615 members 
Mstep: Class 38 contains 2497 members 
Mstep: Class 39 contains 322 members 
Mstep: Class 40 contains 9958 members 
Mstep: Class 41 contains 27276 members 
Mstep: Class 42 contains 5090 members 
Mstep: Class 43 contains 12491 members 
Mstep: Class 44 contains 1001 members 
Mstep: Class 45 contains 3725 members 
Mstep: Class 46 contains 988 members 
Mstep: Class 47 contains 13842 members 
Mstep: Class 48 contains 384 members 
Mstep: Class 49 contains 4144 members 
Mstep: Class 50 contains 302 members 
Mstep: Class 51 contains 418 members 
Mstep: Class 52 contains 38552 members 
Mstep: Class 53 contains 264 members 
Mstep: Class 54 contains 7366 members 
Mstep: Class 55 contains 451 members 
Mstep: Class 56 contains 1816 members 
Mstep: Class 57 contains 2958 members 
Mstep: Class 58 contains 814 members 
Mstep: Class 59 contains 155 members 
Mstep: Class 60 contains 635 members 
Mstep: Class 61 contains 549 members 
Mstep: Class 62 contains 275 members 
Mstep: Class 63 contains 367 members 
Mstep: Class 64 contains 222 members 
Mstep: Class 65 contains 746 members 
Mstep: Class 66 contains 230 members 
Mstep: Class 67 contains 151 members 
Mstep: Class 68 contains 722 members 
Mstep: Class 69 contains 503 members 
Mstep: Class 70 contains 214 members 
Mstep: Class 71 contains 399 members 
Mstep: Class 72 contains 4064 members 
Mstep: Class 73 contains 252 members 
Mstep: Class 74 contains 392 members 
Mstep: Class 75 contains 219 members 
Mstep: Class 76 contains 302 members 
Mstep: Class 77 contains 383 members 
Mstep: Class 78 contains 347 members 
Mstep: Class 80 contains 259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147547344.000000 Penalty: 274052.718750
Iteration 268Q: 80 clusters Score -1.475473e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 15361 members 
Mstep: Class 3 contains 27046 members 
Mstep: Class 4 contains 35842 members 
Mstep: Class 5 contains 21356 members 
Mstep: Class 6 contains 641 members 
Mstep: Class 7 contains 2492 members 
Mstep: Class 8 contains 48749 members 
Mstep: Class 9 contains 29937 members 
Mstep: Class 10 contains 12091 members 
Mstep: Class 11 contains 4398 members 
Mstep: Class 12 contains 225572 members 
Mstep: Class 13 contains 9174 members 
Mstep: Class 14 contains 5297 members 
Mstep: Class 15 contains 27044 members 
Mstep: Class 16 contains 9442 members 
Mstep: Class 17 contains 9696 members 
Mstep: Class 18 contains 8382 members 
Mstep: Class 19 contains 163102 members 
Mstep: Class 20 contains 41537 members 
Mstep: Class 21 contains 12638 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 10791 members 
Mstep: Class 24 contains 4123 members 
Mstep: Class 25 contains 6805 members 
Mstep: Class 26 contains 60540 members 
Mstep: Class 27 contains 9616 members 
Mstep: Class 28 contains 6868 members 
Mstep: Class 29 contains 5402 members 
Mstep: Class 30 contains 8667 members 
Mstep: Class 31 contains 335 members 
Mstep: Class 32 contains 452 members 
Mstep: Class 33 contains 1802 members 
Mstep: Class 34 contains 8709 members 
Mstep: Class 35 contains 197201 members 
Mstep: Class 36 contains 2892 members 
Mstep: Class 37 contains 4615 members 
Mstep: Class 38 contains 2497 members 
Mstep: Class 39 contains 322 members 
Mstep: Class 40 contains 9958 members 
Mstep: Class 41 contains 27276 members 
Mstep: Class 42 contains 5090 members 
Mstep: Class 43 contains 12490 members 
Mstep: Class 44 contains 1001 members 
Mstep: Class 45 contains 3725 members 
Mstep: Class 46 contains 988 members 
Mstep: Class 47 contains 13842 members 
Mstep: Class 48 contains 384 members 
Mstep: Class 49 contains 4144 members 
Mstep: Class 50 contains 302 members 
Mstep: Class 51 contains 418 members 
Mstep: Class 52 contains 38552 members 
Mstep: Class 53 contains 264 members 
Mstep: Class 54 contains 7366 members 
Mstep: Class 55 contains 451 members 
Mstep: Class 56 contains 1816 members 
Mstep: Class 57 contains 2958 members 
Mstep: Class 58 contains 814 members 
Mstep: Class 59 contains 155 members 
Mstep: Class 60 contains 635 members 
Mstep: Class 61 contains 549 members 
Mstep: Class 62 contains 275 members 
Mstep: Class 63 contains 367 members 
Mstep: Class 64 contains 222 members 
Mstep: Class 65 contains 746 members 
Mstep: Class 66 contains 230 members 
Mstep: Class 67 contains 151 members 
Mstep: Class 68 contains 722 members 
Mstep: Class 69 contains 503 members 
Mstep: Class 70 contains 214 members 
Mstep: Class 71 contains 399 members 
Mstep: Class 72 contains 4064 members 
Mstep: Class 73 contains 252 members 
Mstep: Class 74 contains 392 members 
Mstep: Class 75 contains 219 members 
Mstep: Class 76 contains 302 members 
Mstep: Class 77 contains 383 members 
Mstep: Class 78 contains 347 members 
Mstep: Class 80 contains 259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147547344.000000 Penalty: 274052.718750
Iteration 269Q: 80 clusters Score -1.475473e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 15361 members 
Mstep: Class 3 contains 27046 members 
Mstep: Class 4 contains 35841 members 
Mstep: Class 5 contains 21356 members 
Mstep: Class 6 contains 641 members 
Mstep: Class 7 contains 2492 members 
Mstep: Class 8 contains 48749 members 
Mstep: Class 9 contains 29937 members 
Mstep: Class 10 contains 12091 members 
Mstep: Class 11 contains 4398 members 
Mstep: Class 12 contains 225572 members 
Mstep: Class 13 contains 9174 members 
Mstep: Class 14 contains 5297 members 
Mstep: Class 15 contains 27044 members 
Mstep: Class 16 contains 9442 members 
Mstep: Class 17 contains 9696 members 
Mstep: Class 18 contains 8382 members 
Mstep: Class 19 contains 163102 members 
Mstep: Class 20 contains 41537 members 
Mstep: Class 21 contains 12638 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 10791 members 
Mstep: Class 24 contains 4123 members 
Mstep: Class 25 contains 6805 members 
Mstep: Class 26 contains 60540 members 
Mstep: Class 27 contains 9616 members 
Mstep: Class 28 contains 6868 members 
Mstep: Class 29 contains 5403 members 
Mstep: Class 30 contains 8667 members 
Mstep: Class 31 contains 335 members 
Mstep: Class 32 contains 452 members 
Mstep: Class 33 contains 1802 members 
Mstep: Class 34 contains 8709 members 
Mstep: Class 35 contains 197201 members 
Mstep: Class 36 contains 2892 members 
Mstep: Class 37 contains 4615 members 
Mstep: Class 38 contains 2497 members 
Mstep: Class 39 contains 322 members 
Mstep: Class 40 contains 9958 members 
Mstep: Class 41 contains 27276 members 
Mstep: Class 42 contains 5090 members 
Mstep: Class 43 contains 12490 members 
Mstep: Class 44 contains 1001 members 
Mstep: Class 45 contains 3725 members 
Mstep: Class 46 contains 988 members 
Mstep: Class 47 contains 13842 members 
Mstep: Class 48 contains 384 members 
Mstep: Class 49 contains 4144 members 
Mstep: Class 50 contains 302 members 
Mstep: Class 51 contains 418 members 
Mstep: Class 52 contains 38552 members 
Mstep: Class 53 contains 264 members 
Mstep: Class 54 contains 7366 members 
Mstep: Class 55 contains 451 members 
Mstep: Class 56 contains 1816 members 
Mstep: Class 57 contains 2958 members 
Mstep: Class 58 contains 814 members 
Mstep: Class 59 contains 155 members 
Mstep: Class 60 contains 635 members 
Mstep: Class 61 contains 549 members 
Mstep: Class 62 contains 275 members 
Mstep: Class 63 contains 367 members 
Mstep: Class 64 contains 222 members 
Mstep: Class 65 contains 746 members 
Mstep: Class 66 contains 230 members 
Mstep: Class 67 contains 151 members 
Mstep: Class 68 contains 722 members 
Mstep: Class 69 contains 503 members 
Mstep: Class 70 contains 214 members 
Mstep: Class 71 contains 399 members 
Mstep: Class 72 contains 4064 members 
Mstep: Class 73 contains 252 members 
Mstep: Class 74 contains 392 members 
Mstep: Class 75 contains 219 members 
Mstep: Class 76 contains 302 members 
Mstep: Class 77 contains 383 members 
Mstep: Class 78 contains 347 members 
Mstep: Class 80 contains 259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147547360.000000 Penalty: 274052.718750
Iteration 270Q: 80 clusters Score -1.475474e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 15361 members 
Mstep: Class 3 contains 27046 members 
Mstep: Class 4 contains 35842 members 
Mstep: Class 5 contains 21356 members 
Mstep: Class 6 contains 641 members 
Mstep: Class 7 contains 2492 members 
Mstep: Class 8 contains 48749 members 
Mstep: Class 9 contains 29937 members 
Mstep: Class 10 contains 12091 members 
Mstep: Class 11 contains 4398 members 
Mstep: Class 12 contains 225572 members 
Mstep: Class 13 contains 9174 members 
Mstep: Class 14 contains 5297 members 
Mstep: Class 15 contains 27044 members 
Mstep: Class 16 contains 9442 members 
Mstep: Class 17 contains 9696 members 
Mstep: Class 18 contains 8382 members 
Mstep: Class 19 contains 163102 members 
Mstep: Class 20 contains 41538 members 
Mstep: Class 21 contains 12638 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 10791 members 
Mstep: Class 24 contains 4123 members 
Mstep: Class 25 contains 6805 members 
Mstep: Class 26 contains 60540 members 
Mstep: Class 27 contains 9616 members 
Mstep: Class 28 contains 6868 members 
Mstep: Class 29 contains 5402 members 
Mstep: Class 30 contains 8666 members 
Mstep: Class 31 contains 335 members 
Mstep: Class 32 contains 452 members 
Mstep: Class 33 contains 1802 members 
Mstep: Class 34 contains 8709 members 
Mstep: Class 35 contains 197201 members 
Mstep: Class 36 contains 2892 members 
Mstep: Class 37 contains 4615 members 
Mstep: Class 38 contains 2497 members 
Mstep: Class 39 contains 322 members 
Mstep: Class 40 contains 9958 members 
Mstep: Class 41 contains 27276 members 
Mstep: Class 42 contains 5090 members 
Mstep: Class 43 contains 12490 members 
Mstep: Class 44 contains 1001 members 
Mstep: Class 45 contains 3725 members 
Mstep: Class 46 contains 988 members 
Mstep: Class 47 contains 13842 members 
Mstep: Class 48 contains 384 members 
Mstep: Class 49 contains 4144 members 
Mstep: Class 50 contains 302 members 
Mstep: Class 51 contains 418 members 
Mstep: Class 52 contains 38552 members 
Mstep: Class 53 contains 264 members 
Mstep: Class 54 contains 7366 members 
Mstep: Class 55 contains 451 members 
Mstep: Class 56 contains 1816 members 
Mstep: Class 57 contains 2958 members 
Mstep: Class 58 contains 814 members 
Mstep: Class 59 contains 155 members 
Mstep: Class 60 contains 635 members 
Mstep: Class 61 contains 549 members 
Mstep: Class 62 contains 275 members 
Mstep: Class 63 contains 367 members 
Mstep: Class 64 contains 222 members 
Mstep: Class 65 contains 746 members 
Mstep: Class 66 contains 230 members 
Mstep: Class 67 contains 151 members 
Mstep: Class 68 contains 722 members 
Mstep: Class 69 contains 503 members 
Mstep: Class 70 contains 214 members 
Mstep: Class 71 contains 399 members 
Mstep: Class 72 contains 4064 members 
Mstep: Class 73 contains 252 members 
Mstep: Class 74 contains 392 members 
Mstep: Class 75 contains 219 members 
Mstep: Class 76 contains 302 members 
Mstep: Class 77 contains 383 members 
Mstep: Class 78 contains 347 members 
Mstep: Class 80 contains 259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147547344.000000 Penalty: 274052.718750
Iteration 271Q: 80 clusters Score -1.475473e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 15361 members 
Mstep: Class 3 contains 27046 members 
Mstep: Class 4 contains 35843 members 
Mstep: Class 5 contains 21356 members 
Mstep: Class 6 contains 641 members 
Mstep: Class 7 contains 2492 members 
Mstep: Class 8 contains 48749 members 
Mstep: Class 9 contains 29937 members 
Mstep: Class 10 contains 12091 members 
Mstep: Class 11 contains 4398 members 
Mstep: Class 12 contains 225572 members 
Mstep: Class 13 contains 9174 members 
Mstep: Class 14 contains 5297 members 
Mstep: Class 15 contains 27044 members 
Mstep: Class 16 contains 9442 members 
Mstep: Class 17 contains 9696 members 
Mstep: Class 18 contains 8382 members 
Mstep: Class 19 contains 163102 members 
Mstep: Class 20 contains 41538 members 
Mstep: Class 21 contains 12639 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 10791 members 
Mstep: Class 24 contains 4123 members 
Mstep: Class 25 contains 6805 members 
Mstep: Class 26 contains 60540 members 
Mstep: Class 27 contains 9616 members 
Mstep: Class 28 contains 6868 members 
Mstep: Class 29 contains 5402 members 
Mstep: Class 30 contains 8664 members 
Mstep: Class 31 contains 335 members 
Mstep: Class 32 contains 452 members 
Mstep: Class 33 contains 1802 members 
Mstep: Class 34 contains 8709 members 
Mstep: Class 35 contains 197201 members 
Mstep: Class 36 contains 2892 members 
Mstep: Class 37 contains 4615 members 
Mstep: Class 38 contains 2497 members 
Mstep: Class 39 contains 322 members 
Mstep: Class 40 contains 9958 members 
Mstep: Class 41 contains 27276 members 
Mstep: Class 42 contains 5090 members 
Mstep: Class 43 contains 12490 members 
Mstep: Class 44 contains 1001 members 
Mstep: Class 45 contains 3725 members 
Mstep: Class 46 contains 988 members 
Mstep: Class 47 contains 13842 members 
Mstep: Class 48 contains 384 members 
Mstep: Class 49 contains 4144 members 
Mstep: Class 50 contains 302 members 
Mstep: Class 51 contains 418 members 
Mstep: Class 52 contains 38552 members 
Mstep: Class 53 contains 264 members 
Mstep: Class 54 contains 7366 members 
Mstep: Class 55 contains 451 members 
Mstep: Class 56 contains 1816 members 
Mstep: Class 57 contains 2958 members 
Mstep: Class 58 contains 814 members 
Mstep: Class 59 contains 155 members 
Mstep: Class 60 contains 635 members 
Mstep: Class 61 contains 549 members 
Mstep: Class 62 contains 275 members 
Mstep: Class 63 contains 367 members 
Mstep: Class 64 contains 222 members 
Mstep: Class 65 contains 746 members 
Mstep: Class 66 contains 230 members 
Mstep: Class 67 contains 151 members 
Mstep: Class 68 contains 722 members 
Mstep: Class 69 contains 503 members 
Mstep: Class 70 contains 214 members 
Mstep: Class 71 contains 399 members 
Mstep: Class 72 contains 4064 members 
Mstep: Class 73 contains 252 members 
Mstep: Class 74 contains 392 members 
Mstep: Class 75 contains 219 members 
Mstep: Class 76 contains 302 members 
Mstep: Class 77 contains 383 members 
Mstep: Class 78 contains 347 members 
Mstep: Class 80 contains 259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147547360.000000 Penalty: 274052.718750
Iteration 272Q: 80 clusters Score -1.475474e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 15361 members 
Mstep: Class 3 contains 27045 members 
Mstep: Class 4 contains 35842 members 
Mstep: Class 5 contains 21356 members 
Mstep: Class 6 contains 641 members 
Mstep: Class 7 contains 2492 members 
Mstep: Class 8 contains 48749 members 
Mstep: Class 9 contains 29937 members 
Mstep: Class 10 contains 12091 members 
Mstep: Class 11 contains 4398 members 
Mstep: Class 12 contains 225572 members 
Mstep: Class 13 contains 9174 members 
Mstep: Class 14 contains 5297 members 
Mstep: Class 15 contains 27044 members 
Mstep: Class 16 contains 9442 members 
Mstep: Class 17 contains 9696 members 
Mstep: Class 18 contains 8382 members 
Mstep: Class 19 contains 163102 members 
Mstep: Class 20 contains 41538 members 
Mstep: Class 21 contains 12639 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 10791 members 
Mstep: Class 24 contains 4123 members 
Mstep: Class 25 contains 6805 members 
Mstep: Class 26 contains 60540 members 
Mstep: Class 27 contains 9616 members 
Mstep: Class 28 contains 6868 members 
Mstep: Class 29 contains 5403 members 
Mstep: Class 30 contains 8665 members 
Mstep: Class 31 contains 335 members 
Mstep: Class 32 contains 452 members 
Mstep: Class 33 contains 1802 members 
Mstep: Class 34 contains 8709 members 
Mstep: Class 35 contains 197201 members 
Mstep: Class 36 contains 2892 members 
Mstep: Class 37 contains 4615 members 
Mstep: Class 38 contains 2497 members 
Mstep: Class 39 contains 322 members 
Mstep: Class 40 contains 9958 members 
Mstep: Class 41 contains 27276 members 
Mstep: Class 42 contains 5090 members 
Mstep: Class 43 contains 12490 members 
Mstep: Class 44 contains 1001 members 
Mstep: Class 45 contains 3725 members 
Mstep: Class 46 contains 988 members 
Mstep: Class 47 contains 13842 members 
Mstep: Class 48 contains 384 members 
Mstep: Class 49 contains 4144 members 
Mstep: Class 50 contains 302 members 
Mstep: Class 51 contains 418 members 
Mstep: Class 52 contains 38552 members 
Mstep: Class 53 contains 264 members 
Mstep: Class 54 contains 7366 members 
Mstep: Class 55 contains 451 members 
Mstep: Class 56 contains 1816 members 
Mstep: Class 57 contains 2958 members 
Mstep: Class 58 contains 814 members 
Mstep: Class 59 contains 155 members 
Mstep: Class 60 contains 635 members 
Mstep: Class 61 contains 549 members 
Mstep: Class 62 contains 275 members 
Mstep: Class 63 contains 367 members 
Mstep: Class 64 contains 222 members 
Mstep: Class 65 contains 746 members 
Mstep: Class 66 contains 230 members 
Mstep: Class 67 contains 151 members 
Mstep: Class 68 contains 722 members 
Mstep: Class 69 contains 503 members 
Mstep: Class 70 contains 214 members 
Mstep: Class 71 contains 399 members 
Mstep: Class 72 contains 4064 members 
Mstep: Class 73 contains 252 members 
Mstep: Class 74 contains 392 members 
Mstep: Class 75 contains 219 members 
Mstep: Class 76 contains 302 members 
Mstep: Class 77 contains 383 members 
Mstep: Class 78 contains 347 members 
Mstep: Class 80 contains 259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147547344.000000 Penalty: 274052.718750
Iteration 273Q: 80 clusters Score -1.475473e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 15361 members 
Mstep: Class 3 contains 27044 members 
Mstep: Class 4 contains 35842 members 
Mstep: Class 5 contains 21356 members 
Mstep: Class 6 contains 641 members 
Mstep: Class 7 contains 2492 members 
Mstep: Class 8 contains 48749 members 
Mstep: Class 9 contains 29937 members 
Mstep: Class 10 contains 12092 members 
Mstep: Class 11 contains 4398 members 
Mstep: Class 12 contains 225572 members 
Mstep: Class 13 contains 9174 members 
Mstep: Class 14 contains 5297 members 
Mstep: Class 15 contains 27044 members 
Mstep: Class 16 contains 9442 members 
Mstep: Class 17 contains 9696 members 
Mstep: Class 18 contains 8382 members 
Mstep: Class 19 contains 163102 members 
Mstep: Class 20 contains 41538 members 
Mstep: Class 21 contains 12639 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 10791 members 
Mstep: Class 24 contains 4123 members 
Mstep: Class 25 contains 6805 members 
Mstep: Class 26 contains 60540 members 
Mstep: Class 27 contains 9616 members 
Mstep: Class 28 contains 6868 members 
Mstep: Class 29 contains 5403 members 
Mstep: Class 30 contains 8665 members 
Mstep: Class 31 contains 335 members 
Mstep: Class 32 contains 452 members 
Mstep: Class 33 contains 1802 members 
Mstep: Class 34 contains 8709 members 
Mstep: Class 35 contains 197201 members 
Mstep: Class 36 contains 2892 members 
Mstep: Class 37 contains 4615 members 
Mstep: Class 38 contains 2497 members 
Mstep: Class 39 contains 322 members 
Mstep: Class 40 contains 9958 members 
Mstep: Class 41 contains 27276 members 
Mstep: Class 42 contains 5090 members 
Mstep: Class 43 contains 12490 members 
Mstep: Class 44 contains 1001 members 
Mstep: Class 45 contains 3725 members 
Mstep: Class 46 contains 988 members 
Mstep: Class 47 contains 13842 members 
Mstep: Class 48 contains 384 members 
Mstep: Class 49 contains 4144 members 
Mstep: Class 50 contains 302 members 
Mstep: Class 51 contains 418 members 
Mstep: Class 52 contains 38552 members 
Mstep: Class 53 contains 264 members 
Mstep: Class 54 contains 7366 members 
Mstep: Class 55 contains 451 members 
Mstep: Class 56 contains 1816 members 
Mstep: Class 57 contains 2958 members 
Mstep: Class 58 contains 814 members 
Mstep: Class 59 contains 155 members 
Mstep: Class 60 contains 635 members 
Mstep: Class 61 contains 549 members 
Mstep: Class 62 contains 275 members 
Mstep: Class 63 contains 367 members 
Mstep: Class 64 contains 222 members 
Mstep: Class 65 contains 746 members 
Mstep: Class 66 contains 230 members 
Mstep: Class 67 contains 151 members 
Mstep: Class 68 contains 722 members 
Mstep: Class 69 contains 503 members 
Mstep: Class 70 contains 214 members 
Mstep: Class 71 contains 399 members 
Mstep: Class 72 contains 4064 members 
Mstep: Class 73 contains 252 members 
Mstep: Class 74 contains 392 members 
Mstep: Class 75 contains 219 members 
Mstep: Class 76 contains 302 members 
Mstep: Class 77 contains 383 members 
Mstep: Class 78 contains 347 members 
Mstep: Class 80 contains 259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147547344.000000 Penalty: 274052.718750
Iteration 274Q: 80 clusters Score -1.475473e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 15361 members 
Mstep: Class 3 contains 27043 members 
Mstep: Class 4 contains 35843 members 
Mstep: Class 5 contains 21356 members 
Mstep: Class 6 contains 641 members 
Mstep: Class 7 contains 2492 members 
Mstep: Class 8 contains 48749 members 
Mstep: Class 9 contains 29937 members 
Mstep: Class 10 contains 12093 members 
Mstep: Class 11 contains 4398 members 
Mstep: Class 12 contains 225572 members 
Mstep: Class 13 contains 9173 members 
Mstep: Class 14 contains 5297 members 
Mstep: Class 15 contains 27044 members 
Mstep: Class 16 contains 9442 members 
Mstep: Class 17 contains 9696 members 
Mstep: Class 18 contains 8382 members 
Mstep: Class 19 contains 163102 members 
Mstep: Class 20 contains 41538 members 
Mstep: Class 21 contains 12639 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 10791 members 
Mstep: Class 24 contains 4123 members 
Mstep: Class 25 contains 6805 members 
Mstep: Class 26 contains 60540 members 
Mstep: Class 27 contains 9616 members 
Mstep: Class 28 contains 6868 members 
Mstep: Class 29 contains 5403 members 
Mstep: Class 30 contains 8665 members 
Mstep: Class 31 contains 335 members 
Mstep: Class 32 contains 452 members 
Mstep: Class 33 contains 1802 members 
Mstep: Class 34 contains 8709 members 
Mstep: Class 35 contains 197201 members 
Mstep: Class 36 contains 2892 members 
Mstep: Class 37 contains 4615 members 
Mstep: Class 38 contains 2497 members 
Mstep: Class 39 contains 322 members 
Mstep: Class 40 contains 9958 members 
Mstep: Class 41 contains 27276 members 
Mstep: Class 42 contains 5090 members 
Mstep: Class 43 contains 12490 members 
Mstep: Class 44 contains 1001 members 
Mstep: Class 45 contains 3725 members 
Mstep: Class 46 contains 988 members 
Mstep: Class 47 contains 13842 members 
Mstep: Class 48 contains 384 members 
Mstep: Class 49 contains 4144 members 
Mstep: Class 50 contains 302 members 
Mstep: Class 51 contains 418 members 
Mstep: Class 52 contains 38552 members 
Mstep: Class 53 contains 264 members 
Mstep: Class 54 contains 7366 members 
Mstep: Class 55 contains 451 members 
Mstep: Class 56 contains 1816 members 
Mstep: Class 57 contains 2958 members 
Mstep: Class 58 contains 814 members 
Mstep: Class 59 contains 155 members 
Mstep: Class 60 contains 635 members 
Mstep: Class 61 contains 549 members 
Mstep: Class 62 contains 275 members 
Mstep: Class 63 contains 367 members 
Mstep: Class 64 contains 222 members 
Mstep: Class 65 contains 746 members 
Mstep: Class 66 contains 230 members 
Mstep: Class 67 contains 151 members 
Mstep: Class 68 contains 722 members 
Mstep: Class 69 contains 503 members 
Mstep: Class 70 contains 214 members 
Mstep: Class 71 contains 399 members 
Mstep: Class 72 contains 4064 members 
Mstep: Class 73 contains 252 members 
Mstep: Class 74 contains 392 members 
Mstep: Class 75 contains 219 members 
Mstep: Class 76 contains 302 members 
Mstep: Class 77 contains 383 members 
Mstep: Class 78 contains 347 members 
Mstep: Class 80 contains 259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147547328.000000 Penalty: 274052.718750
Iteration 275Q: 80 clusters Score -1.475473e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 15361 members 
Mstep: Class 3 contains 27042 members 
Mstep: Class 4 contains 35843 members 
Mstep: Class 5 contains 21356 members 
Mstep: Class 6 contains 641 members 
Mstep: Class 7 contains 2492 members 
Mstep: Class 8 contains 48750 members 
Mstep: Class 9 contains 29937 members 
Mstep: Class 10 contains 12093 members 
Mstep: Class 11 contains 4398 members 
Mstep: Class 12 contains 225572 members 
Mstep: Class 13 contains 9173 members 
Mstep: Class 14 contains 5297 members 
Mstep: Class 15 contains 27044 members 
Mstep: Class 16 contains 9442 members 
Mstep: Class 17 contains 9696 members 
Mstep: Class 18 contains 8382 members 
Mstep: Class 19 contains 163102 members 
Mstep: Class 20 contains 41538 members 
Mstep: Class 21 contains 12639 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 10791 members 
Mstep: Class 24 contains 4123 members 
Mstep: Class 25 contains 6805 members 
Mstep: Class 26 contains 60540 members 
Mstep: Class 27 contains 9616 members 
Mstep: Class 28 contains 6868 members 
Mstep: Class 29 contains 5403 members 
Mstep: Class 30 contains 8665 members 
Mstep: Class 31 contains 335 members 
Mstep: Class 32 contains 452 members 
Mstep: Class 33 contains 1802 members 
Mstep: Class 34 contains 8709 members 
Mstep: Class 35 contains 197201 members 
Mstep: Class 36 contains 2892 members 
Mstep: Class 37 contains 4615 members 
Mstep: Class 38 contains 2497 members 
Mstep: Class 39 contains 322 members 
Mstep: Class 40 contains 9958 members 
Mstep: Class 41 contains 27276 members 
Mstep: Class 42 contains 5090 members 
Mstep: Class 43 contains 12490 members 
Mstep: Class 44 contains 1001 members 
Mstep: Class 45 contains 3725 members 
Mstep: Class 46 contains 988 members 
Mstep: Class 47 contains 13842 members 
Mstep: Class 48 contains 384 members 
Mstep: Class 49 contains 4144 members 
Mstep: Class 50 contains 302 members 
Mstep: Class 51 contains 418 members 
Mstep: Class 52 contains 38552 members 
Mstep: Class 53 contains 264 members 
Mstep: Class 54 contains 7366 members 
Mstep: Class 55 contains 451 members 
Mstep: Class 56 contains 1816 members 
Mstep: Class 57 contains 2958 members 
Mstep: Class 58 contains 814 members 
Mstep: Class 59 contains 155 members 
Mstep: Class 60 contains 635 members 
Mstep: Class 61 contains 549 members 
Mstep: Class 62 contains 275 members 
Mstep: Class 63 contains 367 members 
Mstep: Class 64 contains 222 members 
Mstep: Class 65 contains 746 members 
Mstep: Class 66 contains 230 members 
Mstep: Class 67 contains 151 members 
Mstep: Class 68 contains 722 members 
Mstep: Class 69 contains 503 members 
Mstep: Class 70 contains 214 members 
Mstep: Class 71 contains 399 members 
Mstep: Class 72 contains 4064 members 
Mstep: Class 73 contains 252 members 
Mstep: Class 74 contains 392 members 
Mstep: Class 75 contains 219 members 
Mstep: Class 76 contains 302 members 
Mstep: Class 77 contains 383 members 
Mstep: Class 78 contains 347 members 
Mstep: Class 80 contains 259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147547344.000000 Penalty: 274052.718750
Iteration 276Q: 80 clusters Score -1.475473e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 15361 members 
Mstep: Class 3 contains 27042 members 
Mstep: Class 4 contains 35843 members 
Mstep: Class 5 contains 21356 members 
Mstep: Class 6 contains 641 members 
Mstep: Class 7 contains 2492 members 
Mstep: Class 8 contains 48751 members 
Mstep: Class 9 contains 29937 members 
Mstep: Class 10 contains 12093 members 
Mstep: Class 11 contains 4398 members 
Mstep: Class 12 contains 225571 members 
Mstep: Class 13 contains 9173 members 
Mstep: Class 14 contains 5297 members 
Mstep: Class 15 contains 27044 members 
Mstep: Class 16 contains 9442 members 
Mstep: Class 17 contains 9696 members 
Mstep: Class 18 contains 8382 members 
Mstep: Class 19 contains 163102 members 
Mstep: Class 20 contains 41538 members 
Mstep: Class 21 contains 12639 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 10791 members 
Mstep: Class 24 contains 4123 members 
Mstep: Class 25 contains 6805 members 
Mstep: Class 26 contains 60540 members 
Mstep: Class 27 contains 9616 members 
Mstep: Class 28 contains 6868 members 
Mstep: Class 29 contains 5403 members 
Mstep: Class 30 contains 8665 members 
Mstep: Class 31 contains 335 members 
Mstep: Class 32 contains 452 members 
Mstep: Class 33 contains 1802 members 
Mstep: Class 34 contains 8709 members 
Mstep: Class 35 contains 197201 members 
Mstep: Class 36 contains 2892 members 
Mstep: Class 37 contains 4615 members 
Mstep: Class 38 contains 2497 members 
Mstep: Class 39 contains 322 members 
Mstep: Class 40 contains 9958 members 
Mstep: Class 41 contains 27276 members 
Mstep: Class 42 contains 5090 members 
Mstep: Class 43 contains 12490 members 
Mstep: Class 44 contains 1001 members 
Mstep: Class 45 contains 3725 members 
Mstep: Class 46 contains 988 members 
Mstep: Class 47 contains 13842 members 
Mstep: Class 48 contains 384 members 
Mstep: Class 49 contains 4144 members 
Mstep: Class 50 contains 302 members 
Mstep: Class 51 contains 418 members 
Mstep: Class 52 contains 38552 members 
Mstep: Class 53 contains 264 members 
Mstep: Class 54 contains 7366 members 
Mstep: Class 55 contains 451 members 
Mstep: Class 56 contains 1816 members 
Mstep: Class 57 contains 2958 members 
Mstep: Class 58 contains 814 members 
Mstep: Class 59 contains 155 members 
Mstep: Class 60 contains 635 members 
Mstep: Class 61 contains 549 members 
Mstep: Class 62 contains 275 members 
Mstep: Class 63 contains 367 members 
Mstep: Class 64 contains 222 members 
Mstep: Class 65 contains 746 members 
Mstep: Class 66 contains 230 members 
Mstep: Class 67 contains 151 members 
Mstep: Class 68 contains 722 members 
Mstep: Class 69 contains 503 members 
Mstep: Class 70 contains 214 members 
Mstep: Class 71 contains 399 members 
Mstep: Class 72 contains 4064 members 
Mstep: Class 73 contains 252 members 
Mstep: Class 74 contains 392 members 
Mstep: Class 75 contains 219 members 
Mstep: Class 76 contains 302 members 
Mstep: Class 77 contains 383 members 
Mstep: Class 78 contains 347 members 
Mstep: Class 80 contains 259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147547344.000000 Penalty: 274052.718750
Iteration 277Q: 80 clusters Score -1.475473e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 15361 members 
Mstep: Class 3 contains 27041 members 
Mstep: Class 4 contains 35843 members 
Mstep: Class 5 contains 21356 members 
Mstep: Class 6 contains 641 members 
Mstep: Class 7 contains 2492 members 
Mstep: Class 8 contains 48754 members 
Mstep: Class 9 contains 29937 members 
Mstep: Class 10 contains 12093 members 
Mstep: Class 11 contains 4398 members 
Mstep: Class 12 contains 225570 members 
Mstep: Class 13 contains 9173 members 
Mstep: Class 14 contains 5297 members 
Mstep: Class 15 contains 27044 members 
Mstep: Class 16 contains 9442 members 
Mstep: Class 17 contains 9696 members 
Mstep: Class 18 contains 8382 members 
Mstep: Class 19 contains 163102 members 
Mstep: Class 20 contains 41538 members 
Mstep: Class 21 contains 12638 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 10791 members 
Mstep: Class 24 contains 4123 members 
Mstep: Class 25 contains 6805 members 
Mstep: Class 26 contains 60540 members 
Mstep: Class 27 contains 9616 members 
Mstep: Class 28 contains 6868 members 
Mstep: Class 29 contains 5403 members 
Mstep: Class 30 contains 8665 members 
Mstep: Class 31 contains 335 members 
Mstep: Class 32 contains 452 members 
Mstep: Class 33 contains 1802 members 
Mstep: Class 34 contains 8709 members 
Mstep: Class 35 contains 197201 members 
Mstep: Class 36 contains 2892 members 
Mstep: Class 37 contains 4615 members 
Mstep: Class 38 contains 2497 members 
Mstep: Class 39 contains 322 members 
Mstep: Class 40 contains 9958 members 
Mstep: Class 41 contains 27276 members 
Mstep: Class 42 contains 5090 members 
Mstep: Class 43 contains 12490 members 
Mstep: Class 44 contains 1001 members 
Mstep: Class 45 contains 3725 members 
Mstep: Class 46 contains 988 members 
Mstep: Class 47 contains 13842 members 
Mstep: Class 48 contains 384 members 
Mstep: Class 49 contains 4144 members 
Mstep: Class 50 contains 302 members 
Mstep: Class 51 contains 418 members 
Mstep: Class 52 contains 38552 members 
Mstep: Class 53 contains 264 members 
Mstep: Class 54 contains 7366 members 
Mstep: Class 55 contains 451 members 
Mstep: Class 56 contains 1816 members 
Mstep: Class 57 contains 2958 members 
Mstep: Class 58 contains 814 members 
Mstep: Class 59 contains 155 members 
Mstep: Class 60 contains 635 members 
Mstep: Class 61 contains 549 members 
Mstep: Class 62 contains 275 members 
Mstep: Class 63 contains 367 members 
Mstep: Class 64 contains 222 members 
Mstep: Class 65 contains 746 members 
Mstep: Class 66 contains 230 members 
Mstep: Class 67 contains 151 members 
Mstep: Class 68 contains 722 members 
Mstep: Class 69 contains 503 members 
Mstep: Class 70 contains 214 members 
Mstep: Class 71 contains 399 members 
Mstep: Class 72 contains 4064 members 
Mstep: Class 73 contains 252 members 
Mstep: Class 74 contains 392 members 
Mstep: Class 75 contains 219 members 
Mstep: Class 76 contains 302 members 
Mstep: Class 77 contains 383 members 
Mstep: Class 78 contains 347 members 
Mstep: Class 80 contains 259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147547344.000000 Penalty: 274052.718750
Iteration 278Q: 80 clusters Score -1.475473e+08 nChanged 2
Entering ConstructFrom: 
Score: -147547344.000000 Penalty: 274052.718750
Entering ConstructFrom: 
Trying to split cluster 1 (3323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Entering Unmasked Estep 
Score: -408042.781250 Penalty: 2010.938599
	Iteration 0F: 2 clusters Score -408042.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -404565.812500 Penalty: 4021.877197
	Iteration 0F: 3 clusters Score -404565.8 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -405253.218750 Penalty: 4021.877197
	Iteration 1F: 3 clusters Score -405253.2 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -405416.593750 Penalty: 4021.877197
	Iteration 2F: 3 clusters Score -405416.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -405546.906250 Penalty: 4021.877197
	Iteration 3F: 3 clusters Score -405546.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -405661.468750 Penalty: 4021.877197
	Iteration 4Q: 3 clusters Score -405661.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -405760.906250 Penalty: 4021.877197
	Iteration 5Q: 3 clusters Score -405760.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -405834.562500 Penalty: 4021.877197
	Iteration 6Q: 3 clusters Score -405834.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -405897.812500 Penalty: 4021.877197
	Iteration 7Q: 3 clusters Score -405897.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -405955.250000 Penalty: 4021.877197
	Iteration 8Q: 3 clusters Score -405955.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -406017.375000 Penalty: 4021.877197
	Iteration 9Q: 3 clusters Score -406017.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -406087.781250 Penalty: 4021.877197
	Iteration 10Q: 3 clusters Score -406087.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -406167.656250 Penalty: 4021.877197
	Iteration 11Q: 3 clusters Score -406167.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -406244.875000 Penalty: 4021.877197
	Iteration 12Q: 3 clusters Score -406244.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -406328.062500 Penalty: 4021.877197
	Iteration 13Q: 3 clusters Score -406328.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -406394.312500 Penalty: 4021.877197
	Iteration 14Q: 3 clusters Score -406394.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -406459.687500 Penalty: 4021.877197
	Iteration 15Q: 3 clusters Score -406459.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -406520.156250 Penalty: 4021.877197
	Iteration 16Q: 3 clusters Score -406520.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -406566.531250 Penalty: 4021.877197
	Iteration 17Q: 3 clusters Score -406566.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -406597.125000 Penalty: 4021.877197
	Iteration 18Q: 3 clusters Score -406597.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -406625.937500 Penalty: 4021.877197
	Iteration 19Q: 3 clusters Score -406625.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -406645.625000 Penalty: 4021.877197
	Iteration 20F: 3 clusters Score -406645.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -406655.312500 Penalty: 4021.877197
	Iteration 21Q: 3 clusters Score -406655.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -406661.812500 Penalty: 4021.877197
	Iteration 22Q: 3 clusters Score -406661.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -406670.312500 Penalty: 4021.877197
	Iteration 23Q: 3 clusters Score -406670.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -406676.531250 Penalty: 4021.877197
	Iteration 24Q: 3 clusters Score -406676.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -406685.781250 Penalty: 4021.877197
	Iteration 25Q: 3 clusters Score -406685.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -406697.531250 Penalty: 4021.877197
	Iteration 26Q: 3 clusters Score -406697.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -406705.687500 Penalty: 4021.877197
	Iteration 27Q: 3 clusters Score -406705.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -406710.031250 Penalty: 4021.877197
	Iteration 28Q: 3 clusters Score -406710 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -406716.406250 Penalty: 4021.877197
	Iteration 29Q: 3 clusters Score -406716.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -406722.093750 Penalty: 4021.877197
	Iteration 30Q: 3 clusters Score -406722.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -406725.250000 Penalty: 4021.877197
	Iteration 31Q: 3 clusters Score -406725.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -406729.625000 Penalty: 4021.877197
	Iteration 32Q: 3 clusters Score -406729.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -406730.000000 Penalty: 4021.877197
	Iteration 33Q: 3 clusters Score -406730 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -406731.187500 Penalty: 4021.877197
	Iteration 34Q: 3 clusters Score -406731.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -406733.625000 Penalty: 4021.877197
	Iteration 35Q: 3 clusters Score -406733.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -406736.125000 Penalty: 4021.877197
	Iteration 36Q: 3 clusters Score -406736.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -406738.531250 Penalty: 4021.877197
	Iteration 37Q: 3 clusters Score -406738.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -406742.000000 Penalty: 4021.877197
	Iteration 38Q: 3 clusters Score -406742 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -406743.625000 Penalty: 4021.877197
	Iteration 39Q: 3 clusters Score -406743.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -406744.812500 Penalty: 4021.877197
	Iteration 40F: 3 clusters Score -406744.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -406744.812500 Penalty: 4021.877197
	Iteration 41Q: 3 clusters Score -406744.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -406745.312500 Penalty: 4021.877197
	Iteration 42Q: 3 clusters Score -406745.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -406746.031250 Penalty: 4021.877197
	Iteration 43Q: 3 clusters Score -406746 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -406746.406250 Penalty: 4021.877197
	Iteration 44Q: 3 clusters Score -406746.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -406746.343750 Penalty: 4021.877197
	Iteration 45Q: 3 clusters Score -406746.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -406746.343750 Penalty: 4021.877197
	Iteration 46F: 3 clusters Score -406746.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (15361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15361 members 
Entering Unmasked Estep 
Score: -1944139.750000 Penalty: 2390.617676
	Iteration 0F: 2 clusters Score -1944140 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -1933093.375000 Penalty: 4781.235352
	Iteration 0F: 3 clusters Score -1933093 nChanged 6615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -1936851.250000 Penalty: 4781.235352
	Iteration 1F: 3 clusters Score -1936851 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -1937351.750000 Penalty: 4781.235352
	Iteration 2F: 3 clusters Score -1937352 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -1937866.000000 Penalty: 4781.235352
	Iteration 3F: 3 clusters Score -1937866 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
Score: -1938528.875000 Penalty: 4781.235352
	Iteration 4F: 3 clusters Score -1938529 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -1939277.500000 Penalty: 4781.235352
	Iteration 5F: 3 clusters Score -1939278 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 10328 members 
Entering Unmasked Estep 
Score: -1940022.500000 Penalty: 4781.235352
	Iteration 6F: 3 clusters Score -1940022 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 10799 members 
Entering Unmasked Estep 
Score: -1940616.125000 Penalty: 4781.235352
	Iteration 7F: 3 clusters Score -1940616 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 11134 members 
Entering Unmasked Estep 
Score: -1940969.375000 Penalty: 4781.235352
	Iteration 8Q: 3 clusters Score -1940969 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 11347 members 
Entering Unmasked Estep 
Score: -1941152.000000 Penalty: 4781.235352
	Iteration 9Q: 3 clusters Score -1941152 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 11487 members 
Entering Unmasked Estep 
Score: -1941266.625000 Penalty: 4781.235352
	Iteration 10Q: 3 clusters Score -1941267 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 11623 members 
Entering Unmasked Estep 
Score: -1941332.125000 Penalty: 4781.235352
	Iteration 11Q: 3 clusters Score -1941332 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 11720 members 
Entering Unmasked Estep 
Score: -1941385.750000 Penalty: 4781.235352
	Iteration 12Q: 3 clusters Score -1941386 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 11792 members 
Entering Unmasked Estep 
Score: -1941415.375000 Penalty: 4781.235352
	Iteration 13Q: 3 clusters Score -1941415 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 11855 members 
Entering Unmasked Estep 
Score: -1941432.500000 Penalty: 4781.235352
	Iteration 14Q: 3 clusters Score -1941432 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 11897 members 
Entering Unmasked Estep 
Score: -1941458.375000 Penalty: 4781.235352
	Iteration 15Q: 3 clusters Score -1941458 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 11940 members 
Entering Unmasked Estep 
Score: -1941470.250000 Penalty: 4781.235352
	Iteration 16Q: 3 clusters Score -1941470 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 11973 members 
Entering Unmasked Estep 
Score: -1941488.125000 Penalty: 4781.235352
	Iteration 17Q: 3 clusters Score -1941488 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 11996 members 
Entering Unmasked Estep 
Score: -1941484.750000 Penalty: 4781.235352
	Iteration 18Q: 3 clusters Score -1941485 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 12017 members 
Entering Unmasked Estep 
Score: -1941498.500000 Penalty: 4781.235352
	Iteration 19Q: 3 clusters Score -1941498 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 12020 members 
Entering Unmasked Estep 
Score: -1941505.875000 Penalty: 4781.235352
	Iteration 20F: 3 clusters Score -1941506 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 12025 members 
Entering Unmasked Estep 
Score: -1941500.625000 Penalty: 4781.235352
	Iteration 21Q: 3 clusters Score -1941501 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 12026 members 
Entering Unmasked Estep 
Score: -1941506.000000 Penalty: 4781.235352
	Iteration 22Q: 3 clusters Score -1941506 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 12024 members 
Entering Unmasked Estep 
Score: -1941509.125000 Penalty: 4781.235352
	Iteration 23Q: 3 clusters Score -1941509 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 12031 members 
Entering Unmasked Estep 
Score: -1941507.000000 Penalty: 4781.235352
	Iteration 24Q: 3 clusters Score -1941507 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 12036 members 
Entering Unmasked Estep 
Score: -1941510.875000 Penalty: 4781.235352
	Iteration 25Q: 3 clusters Score -1941511 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 12037 members 
Entering Unmasked Estep 
Score: -1941510.375000 Penalty: 4781.235352
	Iteration 26Q: 3 clusters Score -1941510 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 12038 members 
Entering Unmasked Estep 
Score: -1941510.875000 Penalty: 4781.235352
	Iteration 27Q: 3 clusters Score -1941511 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 12038 members 
Entering Unmasked Estep 
Score: -1941508.875000 Penalty: 4781.235352
	Iteration 28Q: 3 clusters Score -1941509 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 12040 members 
Entering Unmasked Estep 
Score: -1941509.750000 Penalty: 4781.235352
	Iteration 29Q: 3 clusters Score -1941510 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 12040 members 
Entering Unmasked Estep 
Score: -1941509.750000 Penalty: 4781.235352
	Iteration 30F: 3 clusters Score -1941510 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (27041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27041 members 
Entering Unmasked Estep 
Score: -3441750.500000 Penalty: 2530.867188
	Iteration 0F: 2 clusters Score -3441750 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13602 members 
Mstep: Class 2 contains 13439 members 
Entering Unmasked Estep 
Score: -3422993.500000 Penalty: 5061.734375
	Iteration 0F: 3 clusters Score -3422994 nChanged 12224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14146 members 
Mstep: Class 2 contains 12895 members 
Entering Unmasked Estep 
Score: -3429561.750000 Penalty: 5061.734375
	Iteration 1F: 3 clusters Score -3429562 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14519 members 
Mstep: Class 2 contains 12522 members 
Entering Unmasked Estep 
Score: -3430059.000000 Penalty: 5061.734375
	Iteration 2F: 3 clusters Score -3430059 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15066 members 
Mstep: Class 2 contains 11975 members 
Entering Unmasked Estep 
Score: -3430594.250000 Penalty: 5061.734375
	Iteration 3Q: 3 clusters Score -3430594 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15767 members 
Mstep: Class 2 contains 11274 members 
Entering Unmasked Estep 
Score: -3431191.000000 Penalty: 5061.734375
	Iteration 4Q: 3 clusters Score -3431191 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16703 members 
Mstep: Class 2 contains 10338 members 
Entering Unmasked Estep 
Score: -3431947.000000 Penalty: 5061.734375
	Iteration 5Q: 3 clusters Score -3431947 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17825 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -3432858.000000 Penalty: 5061.734375
	Iteration 6F: 3 clusters Score -3432858 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19106 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -3433928.250000 Penalty: 5061.734375
	Iteration 7F: 3 clusters Score -3433928 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20518 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -3435192.500000 Penalty: 5061.734375
	Iteration 8F: 3 clusters Score -3435192 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21894 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -3436492.000000 Penalty: 5061.734375
	Iteration 9F: 3 clusters Score -3436492 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23015 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -3437693.000000 Penalty: 5061.734375
	Iteration 10Q: 3 clusters Score -3437693 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23791 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -3438631.000000 Penalty: 5061.734375
	Iteration 11Q: 3 clusters Score -3438631 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24275 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -3439318.750000 Penalty: 5061.734375
	Iteration 12Q: 3 clusters Score -3439319 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24506 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -3439732.000000 Penalty: 5061.734375
	Iteration 13Q: 3 clusters Score -3439732 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24644 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -3439975.000000 Penalty: 5061.734375
	Iteration 14Q: 3 clusters Score -3439975 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24721 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -3440103.750000 Penalty: 5061.734375
	Iteration 15Q: 3 clusters Score -3440104 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24781 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -3440175.500000 Penalty: 5061.734375
	Iteration 16Q: 3 clusters Score -3440176 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24822 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -3440211.750000 Penalty: 5061.734375
	Iteration 17Q: 3 clusters Score -3440212 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24858 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -3440239.000000 Penalty: 5061.734375
	Iteration 18Q: 3 clusters Score -3440239 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24888 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -3440263.000000 Penalty: 5061.734375
	Iteration 19Q: 3 clusters Score -3440263 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24913 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -3440274.250000 Penalty: 5061.734375
	Iteration 20F: 3 clusters Score -3440274 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24940 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -3440295.750000 Penalty: 5061.734375
	Iteration 21Q: 3 clusters Score -3440296 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24962 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -3440316.500000 Penalty: 5061.734375
	Iteration 22Q: 3 clusters Score -3440316 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24981 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -3440324.500000 Penalty: 5061.734375
	Iteration 23Q: 3 clusters Score -3440324 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24997 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -3440327.250000 Penalty: 5061.734375
	Iteration 24Q: 3 clusters Score -3440327 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25019 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -3440343.250000 Penalty: 5061.734375
	Iteration 25Q: 3 clusters Score -3440343 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25031 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -3440346.250000 Penalty: 5061.734375
	Iteration 26Q: 3 clusters Score -3440346 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25043 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -3440342.500000 Penalty: 5061.734375
	Iteration 27Q: 3 clusters Score -3440342 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25046 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -3440355.000000 Penalty: 5061.734375
	Iteration 28Q: 3 clusters Score -3440355 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25056 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -3440354.250000 Penalty: 5061.734375
	Iteration 29Q: 3 clusters Score -3440354 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25068 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -3440358.500000 Penalty: 5061.734375
	Iteration 30Q: 3 clusters Score -3440358 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25077 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -3440367.500000 Penalty: 5061.734375
	Iteration 31Q: 3 clusters Score -3440368 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25083 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -3440361.750000 Penalty: 5061.734375
	Iteration 32Q: 3 clusters Score -3440362 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25085 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -3440371.000000 Penalty: 5061.734375
	Iteration 33Q: 3 clusters Score -3440371 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25087 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -3440369.250000 Penalty: 5061.734375
	Iteration 34Q: 3 clusters Score -3440369 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25090 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -3440372.750000 Penalty: 5061.734375
	Iteration 35Q: 3 clusters Score -3440373 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25095 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -3440373.000000 Penalty: 5061.734375
	Iteration 36Q: 3 clusters Score -3440373 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25096 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -3440366.250000 Penalty: 5061.734375
	Iteration 37Q: 3 clusters Score -3440366 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25093 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -3440371.500000 Penalty: 5061.734375
	Iteration 38Q: 3 clusters Score -3440372 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25091 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -3440367.250000 Penalty: 5061.734375
	Iteration 39Q: 3 clusters Score -3440367 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25091 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -3440372.500000 Penalty: 5061.734375
	Iteration 40F: 3 clusters Score -3440372 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (35843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35843 members 
Entering Unmasked Estep 
Score: -4514583.000000 Penalty: 2600.751953
	Iteration 0F: 2 clusters Score -4514583 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18022 members 
Mstep: Class 2 contains 17821 members 
Entering Unmasked Estep 
Score: -4490224.500000 Penalty: 5201.503906
	Iteration 0F: 3 clusters Score -4490224 nChanged 16156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18566 members 
Mstep: Class 2 contains 17277 members 
Entering Unmasked Estep 
Score: -4499213.500000 Penalty: 5201.503906
	Iteration 1F: 3 clusters Score -4499214 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18812 members 
Mstep: Class 2 contains 17031 members 
Entering Unmasked Estep 
Score: -4499784.500000 Penalty: 5201.503906
	Iteration 2Q: 3 clusters Score -4499784 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19180 members 
Mstep: Class 2 contains 16663 members 
Entering Unmasked Estep 
Score: -4500297.500000 Penalty: 5201.503906
	Iteration 3Q: 3 clusters Score -4500298 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19685 members 
Mstep: Class 2 contains 16158 members 
Entering Unmasked Estep 
Score: -4500942.000000 Penalty: 5201.503906
	Iteration 4Q: 3 clusters Score -4500942 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20314 members 
Mstep: Class 2 contains 15529 members 
Entering Unmasked Estep 
Score: -4501788.000000 Penalty: 5201.503906
	Iteration 5Q: 3 clusters Score -4501788 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21154 members 
Mstep: Class 2 contains 14689 members 
Entering Unmasked Estep 
Score: -4503008.000000 Penalty: 5201.503906
	Iteration 6F: 3 clusters Score -4503008 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22048 members 
Mstep: Class 2 contains 13795 members 
Entering Unmasked Estep 
Score: -4504514.500000 Penalty: 5201.503906
	Iteration 7F: 3 clusters Score -4504514 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22834 members 
Mstep: Class 2 contains 13009 members 
Entering Unmasked Estep 
Score: -4506028.000000 Penalty: 5201.503906
	Iteration 8F: 3 clusters Score -4506028 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23510 members 
Mstep: Class 2 contains 12333 members 
Entering Unmasked Estep 
Score: -4507259.000000 Penalty: 5201.503906
	Iteration 9F: 3 clusters Score -4507259 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24021 members 
Mstep: Class 2 contains 11822 members 
Entering Unmasked Estep 
Score: -4508106.000000 Penalty: 5201.503906
	Iteration 10Q: 3 clusters Score -4508106 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24462 members 
Mstep: Class 2 contains 11381 members 
Entering Unmasked Estep 
Score: -4508734.000000 Penalty: 5201.503906
	Iteration 11Q: 3 clusters Score -4508734 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24826 members 
Mstep: Class 2 contains 11017 members 
Entering Unmasked Estep 
Score: -4509129.500000 Penalty: 5201.503906
	Iteration 12Q: 3 clusters Score -4509130 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25103 members 
Mstep: Class 2 contains 10740 members 
Entering Unmasked Estep 
Score: -4509445.500000 Penalty: 5201.503906
	Iteration 13Q: 3 clusters Score -4509446 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25308 members 
Mstep: Class 2 contains 10535 members 
Entering Unmasked Estep 
Score: -4509685.000000 Penalty: 5201.503906
	Iteration 14Q: 3 clusters Score -4509685 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25495 members 
Mstep: Class 2 contains 10348 members 
Entering Unmasked Estep 
Score: -4509872.500000 Penalty: 5201.503906
	Iteration 15Q: 3 clusters Score -4509872 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25659 members 
Mstep: Class 2 contains 10184 members 
Entering Unmasked Estep 
Score: -4510033.000000 Penalty: 5201.503906
	Iteration 16Q: 3 clusters Score -4510033 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25820 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -4510163.500000 Penalty: 5201.503906
	Iteration 17Q: 3 clusters Score -4510164 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25957 members 
Mstep: Class 2 contains 9886 members 
Entering Unmasked Estep 
Score: -4510275.500000 Penalty: 5201.503906
	Iteration 18Q: 3 clusters Score -4510276 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26123 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -4510417.000000 Penalty: 5201.503906
	Iteration 19Q: 3 clusters Score -4510417 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26296 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -4510560.500000 Penalty: 5201.503906
	Iteration 20F: 3 clusters Score -4510560 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26472 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -4510682.000000 Penalty: 5201.503906
	Iteration 21Q: 3 clusters Score -4510682 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26644 members 
Mstep: Class 2 contains 9199 members 
Entering Unmasked Estep 
Score: -4510798.500000 Penalty: 5201.503906
	Iteration 22Q: 3 clusters Score -4510798 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26794 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -4510901.500000 Penalty: 5201.503906
	Iteration 23Q: 3 clusters Score -4510902 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26944 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -4510972.500000 Penalty: 5201.503906
	Iteration 24Q: 3 clusters Score -4510972 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27082 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -4511037.500000 Penalty: 5201.503906
	Iteration 25Q: 3 clusters Score -4511038 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27205 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -4511080.000000 Penalty: 5201.503906
	Iteration 26Q: 3 clusters Score -4511080 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27316 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -4511116.000000 Penalty: 5201.503906
	Iteration 27Q: 3 clusters Score -4511116 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27418 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -4511148.500000 Penalty: 5201.503906
	Iteration 28Q: 3 clusters Score -4511148 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27523 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -4511148.500000 Penalty: 5201.503906
	Iteration 29Q: 3 clusters Score -4511148 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27611 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -4511167.500000 Penalty: 5201.503906
	Iteration 30Q: 3 clusters Score -4511168 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27676 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -4511209.000000 Penalty: 5201.503906
	Iteration 31Q: 3 clusters Score -4511209 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27751 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -4511215.000000 Penalty: 5201.503906
	Iteration 32Q: 3 clusters Score -4511215 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27820 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -4511230.500000 Penalty: 5201.503906
	Iteration 33Q: 3 clusters Score -4511230 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27900 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -4511239.000000 Penalty: 5201.503906
	Iteration 34Q: 3 clusters Score -4511239 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27993 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -4511238.500000 Penalty: 5201.503906
	Iteration 35Q: 3 clusters Score -4511238 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28077 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -4511250.500000 Penalty: 5201.503906
	Iteration 36Q: 3 clusters Score -4511250 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28153 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -4511268.000000 Penalty: 5201.503906
	Iteration 37Q: 3 clusters Score -4511268 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28232 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -4511266.000000 Penalty: 5201.503906
	Iteration 38Q: 3 clusters Score -4511266 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28305 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -4511285.500000 Penalty: 5201.503906
	Iteration 39Q: 3 clusters Score -4511286 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28391 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -4511292.500000 Penalty: 5201.503906
	Iteration 40F: 3 clusters Score -4511292 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28478 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -4511323.500000 Penalty: 5201.503906
	Iteration 41Q: 3 clusters Score -4511324 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28565 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -4511328.500000 Penalty: 5201.503906
	Iteration 42Q: 3 clusters Score -4511328 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28638 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -4511350.000000 Penalty: 5201.503906
	Iteration 43Q: 3 clusters Score -4511350 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28706 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -4511346.000000 Penalty: 5201.503906
	Iteration 44Q: 3 clusters Score -4511346 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28761 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -4511352.000000 Penalty: 5201.503906
	Iteration 45Q: 3 clusters Score -4511352 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28811 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -4511361.000000 Penalty: 5201.503906
	Iteration 46Q: 3 clusters Score -4511361 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28859 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -4511374.000000 Penalty: 5201.503906
	Iteration 47Q: 3 clusters Score -4511374 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28904 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -4511367.500000 Penalty: 5201.503906
	Iteration 48Q: 3 clusters Score -4511368 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28941 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -4511371.000000 Penalty: 5201.503906
	Iteration 49Q: 3 clusters Score -4511371 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28975 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -4511374.500000 Penalty: 5201.503906
	Iteration 50Q: 3 clusters Score -4511374 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29014 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -4511385.500000 Penalty: 5201.503906
	Iteration 51Q: 3 clusters Score -4511386 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29042 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -4511384.000000 Penalty: 5201.503906
	Iteration 52Q: 3 clusters Score -4511384 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29068 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -4511389.000000 Penalty: 5201.503906
	Iteration 53Q: 3 clusters Score -4511389 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29097 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -4511385.000000 Penalty: 5201.503906
	Iteration 54Q: 3 clusters Score -4511385 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29131 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -4511392.500000 Penalty: 5201.503906
	Iteration 55Q: 3 clusters Score -4511392 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29157 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -4511395.500000 Penalty: 5201.503906
	Iteration 56Q: 3 clusters Score -4511396 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29188 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -4511405.000000 Penalty: 5201.503906
	Iteration 57Q: 3 clusters Score -4511405 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29210 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -4511397.500000 Penalty: 5201.503906
	Iteration 58Q: 3 clusters Score -4511398 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29232 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -4511403.500000 Penalty: 5201.503906
	Iteration 59Q: 3 clusters Score -4511404 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29254 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -4511400.000000 Penalty: 5201.503906
	Iteration 60F: 3 clusters Score -4511400 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29282 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -4511398.500000 Penalty: 5201.503906
	Iteration 61Q: 3 clusters Score -4511398 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29309 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -4511407.500000 Penalty: 5201.503906
	Iteration 62Q: 3 clusters Score -4511408 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29340 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -4511406.500000 Penalty: 5201.503906
	Iteration 63Q: 3 clusters Score -4511406 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29386 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -4511407.500000 Penalty: 5201.503906
	Iteration 64Q: 3 clusters Score -4511408 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29435 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -4511419.000000 Penalty: 5201.503906
	Iteration 65Q: 3 clusters Score -4511419 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29485 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -4511427.500000 Penalty: 5201.503906
	Iteration 66Q: 3 clusters Score -4511428 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29538 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -4511432.500000 Penalty: 5201.503906
	Iteration 67Q: 3 clusters Score -4511432 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29593 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -4511444.500000 Penalty: 5201.503906
	Iteration 68Q: 3 clusters Score -4511444 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29649 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -4511450.000000 Penalty: 5201.503906
	Iteration 69Q: 3 clusters Score -4511450 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29715 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -4511452.000000 Penalty: 5201.503906
	Iteration 70Q: 3 clusters Score -4511452 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29784 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -4511484.500000 Penalty: 5201.503906
	Iteration 71Q: 3 clusters Score -4511484 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29856 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -4511492.000000 Penalty: 5201.503906
	Iteration 72Q: 3 clusters Score -4511492 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29929 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -4511489.000000 Penalty: 5201.503906
	Iteration 73Q: 3 clusters Score -4511489 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29997 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -4511504 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30061 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -4511509.500000 Penalty: 5201.503906
	Iteration 75Q: 3 clusters Score -4511510 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30128 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -4511521.500000 Penalty: 5201.503906
	Iteration 76Q: 3 clusters Score -4511522 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30198 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -4511530 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30257 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -4511550 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30324 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -4511558 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30400 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -4511565.500000 Penalty: 5201.503906
	Iteration 80F: 3 clusters Score -4511566 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30477 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -4511581 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30563 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -4511596 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30657 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -4511607.500000 Penalty: 5201.503906
	Iteration 83Q: 3 clusters Score -4511608 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30750 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -4511621.500000 Penalty: 5201.503906
	Iteration 84Q: 3 clusters Score -4511622 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30848 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -4511641.000000 Penalty: 5201.503906
	Iteration 85Q: 3 clusters Score -4511641 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30934 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -4511654.500000 Penalty: 5201.503906
	Iteration 86Q: 3 clusters Score -4511654 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31018 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -4511668.500000 Penalty: 5201.503906
	Iteration 87Q: 3 clusters Score -4511668 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31097 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -4511679.000000 Penalty: 5201.503906
	Iteration 88Q: 3 clusters Score -4511679 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31186 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -4511697.000000 Penalty: 5201.503906
	Iteration 89Q: 3 clusters Score -4511697 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31273 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -4511715.500000 Penalty: 5201.503906
	Iteration 90Q: 3 clusters Score -4511716 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31351 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -4511744.000000 Penalty: 5201.503906
	Iteration 91Q: 3 clusters Score -4511744 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31439 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -4511744.500000 Penalty: 5201.503906
	Iteration 92Q: 3 clusters Score -4511744 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31552 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -4511779.000000 Penalty: 5201.503906
	Iteration 93Q: 3 clusters Score -4511779 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31653 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -4511800.000000 Penalty: 5201.503906
	Iteration 94Q: 3 clusters Score -4511800 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31764 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -4511811.500000 Penalty: 5201.503906
	Iteration 95Q: 3 clusters Score -4511812 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31864 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -4511835.000000 Penalty: 5201.503906
	Iteration 96Q: 3 clusters Score -4511835 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31969 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -4511858.000000 Penalty: 5201.503906
	Iteration 97Q: 3 clusters Score -4511858 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32079 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -4511897.000000 Penalty: 5201.503906
	Iteration 98Q: 3 clusters Score -4511897 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32188 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -4511911.500000 Penalty: 5201.503906
	Iteration 99Q: 3 clusters Score -4511912 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32287 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -4511931.000000 Penalty: 5201.503906
	Iteration 100F: 3 clusters Score -4511931 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32382 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -4511954.500000 Penalty: 5201.503906
	Iteration 101Q: 3 clusters Score -4511954 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32478 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -4511976.500000 Penalty: 5201.503906
	Iteration 102Q: 3 clusters Score -4511976 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32566 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -4511998.000000 Penalty: 5201.503906
	Iteration 103Q: 3 clusters Score -4511998 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32649 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -4512027.000000 Penalty: 5201.503906
	Iteration 104Q: 3 clusters Score -4512027 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32730 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -4512024.500000 Penalty: 5201.503906
	Iteration 105Q: 3 clusters Score -4512024 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32793 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -4512034.500000 Penalty: 5201.503906
	Iteration 106Q: 3 clusters Score -4512034 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32862 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -4512052.000000 Penalty: 5201.503906
	Iteration 107Q: 3 clusters Score -4512052 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32923 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -4512048.000000 Penalty: 5201.503906
	Iteration 108Q: 3 clusters Score -4512048 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32981 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -4512069.000000 Penalty: 5201.503906
	Iteration 109Q: 3 clusters Score -4512069 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33036 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -4512095.000000 Penalty: 5201.503906
	Iteration 110Q: 3 clusters Score -4512095 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33076 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -4512110.000000 Penalty: 5201.503906
	Iteration 111Q: 3 clusters Score -4512110 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33104 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -4512110.500000 Penalty: 5201.503906
	Iteration 112Q: 3 clusters Score -4512110 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33132 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -4512111.500000 Penalty: 5201.503906
	Iteration 113Q: 3 clusters Score -4512112 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33160 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -4512116.000000 Penalty: 5201.503906
	Iteration 114Q: 3 clusters Score -4512116 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33186 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -4512124.500000 Penalty: 5201.503906
	Iteration 115Q: 3 clusters Score -4512124 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33206 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -4512130.500000 Penalty: 5201.503906
	Iteration 116Q: 3 clusters Score -4512130 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33236 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -4512130.000000 Penalty: 5201.503906
	Iteration 117Q: 3 clusters Score -4512130 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33263 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -4512135.000000 Penalty: 5201.503906
	Iteration 118Q: 3 clusters Score -4512135 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33291 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -4512134.500000 Penalty: 5201.503906
	Iteration 119Q: 3 clusters Score -4512134 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33315 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -4512146.000000 Penalty: 5201.503906
	Iteration 120F: 3 clusters Score -4512146 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33338 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -4512137.000000 Penalty: 5201.503906
	Iteration 121Q: 3 clusters Score -4512137 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33361 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -4512139.500000 Penalty: 5201.503906
	Iteration 122Q: 3 clusters Score -4512140 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33382 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -4512146.000000 Penalty: 5201.503906
	Iteration 123Q: 3 clusters Score -4512146 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33395 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -4512148.000000 Penalty: 5201.503906
	Iteration 124Q: 3 clusters Score -4512148 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33405 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -4512159.000000 Penalty: 5201.503906
	Iteration 125Q: 3 clusters Score -4512159 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33415 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -4512157.000000 Penalty: 5201.503906
	Iteration 126Q: 3 clusters Score -4512157 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33427 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -4512154.500000 Penalty: 5201.503906
	Iteration 127Q: 3 clusters Score -4512154 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33442 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -4512161.000000 Penalty: 5201.503906
	Iteration 128Q: 3 clusters Score -4512161 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33460 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -4512163.500000 Penalty: 5201.503906
	Iteration 129Q: 3 clusters Score -4512164 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33477 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -4512167.500000 Penalty: 5201.503906
	Iteration 130Q: 3 clusters Score -4512168 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33493 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -4512167.000000 Penalty: 5201.503906
	Iteration 131Q: 3 clusters Score -4512167 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33508 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -4512171.000000 Penalty: 5201.503906
	Iteration 132Q: 3 clusters Score -4512171 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33518 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -4512172.500000 Penalty: 5201.503906
	Iteration 133Q: 3 clusters Score -4512172 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33530 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -4512170.500000 Penalty: 5201.503906
	Iteration 134Q: 3 clusters Score -4512170 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33539 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -4512175.000000 Penalty: 5201.503906
	Iteration 135Q: 3 clusters Score -4512175 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33547 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -4512175.000000 Penalty: 5201.503906
	Iteration 136Q: 3 clusters Score -4512175 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33557 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -4512183.000000 Penalty: 5201.503906
	Iteration 137Q: 3 clusters Score -4512183 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33566 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -4512178.000000 Penalty: 5201.503906
	Iteration 138Q: 3 clusters Score -4512178 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33577 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -4512184.000000 Penalty: 5201.503906
	Iteration 139Q: 3 clusters Score -4512184 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33587 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -4512187.000000 Penalty: 5201.503906
	Iteration 140F: 3 clusters Score -4512187 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33603 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -4512186.000000 Penalty: 5201.503906
	Iteration 141Q: 3 clusters Score -4512186 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33621 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -4512189.000000 Penalty: 5201.503906
	Iteration 142Q: 3 clusters Score -4512189 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33633 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -4512193.500000 Penalty: 5201.503906
	Iteration 143Q: 3 clusters Score -4512194 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33646 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -4512191.500000 Penalty: 5201.503906
	Iteration 144Q: 3 clusters Score -4512192 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33655 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -4512197.500000 Penalty: 5201.503906
	Iteration 145Q: 3 clusters Score -4512198 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33664 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -4512198.000000 Penalty: 5201.503906
	Iteration 146Q: 3 clusters Score -4512198 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33675 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -4512208.500000 Penalty: 5201.503906
	Iteration 147Q: 3 clusters Score -4512208 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33686 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -4512212.500000 Penalty: 5201.503906
	Iteration 148Q: 3 clusters Score -4512212 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33695 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -4512215.500000 Penalty: 5201.503906
	Iteration 149Q: 3 clusters Score -4512216 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33708 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -4512226.500000 Penalty: 5201.503906
	Iteration 150Q: 3 clusters Score -4512226 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33721 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -4512220.000000 Penalty: 5201.503906
	Iteration 151Q: 3 clusters Score -4512220 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33732 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -4512219.000000 Penalty: 5201.503906
	Iteration 152Q: 3 clusters Score -4512219 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33736 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -4512225.500000 Penalty: 5201.503906
	Iteration 153Q: 3 clusters Score -4512226 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33742 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -4512224.500000 Penalty: 5201.503906
	Iteration 154Q: 3 clusters Score -4512224 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33751 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -4512229.000000 Penalty: 5201.503906
	Iteration 155Q: 3 clusters Score -4512229 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33758 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -4512229.500000 Penalty: 5201.503906
	Iteration 156Q: 3 clusters Score -4512230 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33761 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -4512227.500000 Penalty: 5201.503906
	Iteration 157Q: 3 clusters Score -4512228 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33761 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -4512227.500000 Penalty: 5201.503906
	Iteration 158F: 3 clusters Score -4512228 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (21355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21355 members 
Entering Unmasked Estep 
Score: -2714714.500000 Penalty: 2472.322021
	Iteration 0F: 2 clusters Score -2714714 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10662 members 
Mstep: Class 2 contains 10693 members 
Entering Unmasked Estep 
Score: -2699785.000000 Penalty: 4944.644043
	Iteration 0F: 3 clusters Score -2699785 nChanged 9329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10405 members 
Mstep: Class 2 contains 10950 members 
Entering Unmasked Estep 
Score: -2704823.250000 Penalty: 4944.644043
	Iteration 1F: 3 clusters Score -2704823 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10277 members 
Mstep: Class 2 contains 11078 members 
Entering Unmasked Estep 
Score: -2705273.000000 Penalty: 4944.644043
	Iteration 2F: 3 clusters Score -2705273 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10114 members 
Mstep: Class 2 contains 11241 members 
Entering Unmasked Estep 
Score: -2705646.250000 Penalty: 4944.644043
	Iteration 3Q: 3 clusters Score -2705646 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 11468 members 
Entering Unmasked Estep 
Score: -2705998.000000 Penalty: 4944.644043
	Iteration 4Q: 3 clusters Score -2705998 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 11785 members 
Entering Unmasked Estep 
Score: -2706386.000000 Penalty: 4944.644043
	Iteration 5Q: 3 clusters Score -2706386 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 12216 members 
Entering Unmasked Estep 
Score: -2706814.250000 Penalty: 4944.644043
	Iteration 6Q: 3 clusters Score -2706814 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 12742 members 
Entering Unmasked Estep 
Score: -2707344.000000 Penalty: 4944.644043
	Iteration 7Q: 3 clusters Score -2707344 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 13386 members 
Entering Unmasked Estep 
Score: -2708039.250000 Penalty: 4944.644043
	Iteration 8F: 3 clusters Score -2708039 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 14078 members 
Entering Unmasked Estep 
Score: -2708862.250000 Penalty: 4944.644043
	Iteration 9F: 3 clusters Score -2708862 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 14684 members 
Entering Unmasked Estep 
Score: -2709624.250000 Penalty: 4944.644043
	Iteration 10Q: 3 clusters Score -2709624 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 15175 members 
Entering Unmasked Estep 
Score: -2710326.500000 Penalty: 4944.644043
	Iteration 11Q: 3 clusters Score -2710326 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 15598 members 
Entering Unmasked Estep 
Score: -2710886.750000 Penalty: 4944.644043
	Iteration 12Q: 3 clusters Score -2710887 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 15947 members 
Entering Unmasked Estep 
Score: -2711257.500000 Penalty: 4944.644043
	Iteration 13Q: 3 clusters Score -2711258 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 16226 members 
Entering Unmasked Estep 
Score: -2711454.500000 Penalty: 4944.644043
	Iteration 14Q: 3 clusters Score -2711454 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 16480 members 
Entering Unmasked Estep 
Score: -2711598.000000 Penalty: 4944.644043
	Iteration 15Q: 3 clusters Score -2711598 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 16686 members 
Entering Unmasked Estep 
Score: -2711687.750000 Penalty: 4944.644043
	Iteration 16Q: 3 clusters Score -2711688 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 16868 members 
Entering Unmasked Estep 
Score: -2711750.000000 Penalty: 4944.644043
	Iteration 17Q: 3 clusters Score -2711750 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 17053 members 
Entering Unmasked Estep 
Score: -2711818.500000 Penalty: 4944.644043
	Iteration 18Q: 3 clusters Score -2711818 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 17212 members 
Entering Unmasked Estep 
Score: -2711873.500000 Penalty: 4944.644043
	Iteration 19Q: 3 clusters Score -2711874 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 17355 members 
Entering Unmasked Estep 
Score: -2711923.000000 Penalty: 4944.644043
	Iteration 20F: 3 clusters Score -2711923 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 17489 members 
Entering Unmasked Estep 
Score: -2711958.000000 Penalty: 4944.644043
	Iteration 21Q: 3 clusters Score -2711958 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 17621 members 
Entering Unmasked Estep 
Score: -2711985.500000 Penalty: 4944.644043
	Iteration 22Q: 3 clusters Score -2711986 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 17738 members 
Entering Unmasked Estep 
Score: -2712023.750000 Penalty: 4944.644043
	Iteration 23Q: 3 clusters Score -2712024 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 17840 members 
Entering Unmasked Estep 
Score: -2712065.250000 Penalty: 4944.644043
	Iteration 24Q: 3 clusters Score -2712065 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 17937 members 
Entering Unmasked Estep 
Score: -2712088.500000 Penalty: 4944.644043
	Iteration 25Q: 3 clusters Score -2712088 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 18039 members 
Entering Unmasked Estep 
Score: -2712115.500000 Penalty: 4944.644043
	Iteration 26Q: 3 clusters Score -2712116 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 18131 members 
Entering Unmasked Estep 
Score: -2712151.500000 Penalty: 4944.644043
	Iteration 27Q: 3 clusters Score -2712152 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 18198 members 
Entering Unmasked Estep 
Score: -2712170.000000 Penalty: 4944.644043
	Iteration 28Q: 3 clusters Score -2712170 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 18270 members 
Entering Unmasked Estep 
Score: -2712200.750000 Penalty: 4944.644043
	Iteration 29Q: 3 clusters Score -2712201 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 18344 members 
Entering Unmasked Estep 
Score: -2712206.250000 Penalty: 4944.644043
	Iteration 30Q: 3 clusters Score -2712206 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 18412 members 
Entering Unmasked Estep 
Score: -2712221.500000 Penalty: 4944.644043
	Iteration 31Q: 3 clusters Score -2712222 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 18476 members 
Entering Unmasked Estep 
Score: -2712242.750000 Penalty: 4944.644043
	Iteration 32Q: 3 clusters Score -2712243 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 18538 members 
Entering Unmasked Estep 
Score: -2712268.250000 Penalty: 4944.644043
	Iteration 33Q: 3 clusters Score -2712268 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 18599 members 
Entering Unmasked Estep 
Score: -2712282.000000 Penalty: 4944.644043
	Iteration 34Q: 3 clusters Score -2712282 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 18660 members 
Entering Unmasked Estep 
Score: -2712299.250000 Penalty: 4944.644043
	Iteration 35Q: 3 clusters Score -2712299 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 18715 members 
Entering Unmasked Estep 
Score: -2712320.500000 Penalty: 4944.644043
	Iteration 36Q: 3 clusters Score -2712320 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 18764 members 
Entering Unmasked Estep 
Score: -2712328.000000 Penalty: 4944.644043
	Iteration 37Q: 3 clusters Score -2712328 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 18807 members 
Entering Unmasked Estep 
Score: -2712335.000000 Penalty: 4944.644043
	Iteration 38Q: 3 clusters Score -2712335 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 18845 members 
Entering Unmasked Estep 
Score: -2712350.500000 Penalty: 4944.644043
	Iteration 39Q: 3 clusters Score -2712350 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 18888 members 
Entering Unmasked Estep 
Score: -2712361.000000 Penalty: 4944.644043
	Iteration 40F: 3 clusters Score -2712361 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 18934 members 
Entering Unmasked Estep 
Score: -2712379.250000 Penalty: 4944.644043
	Iteration 41Q: 3 clusters Score -2712379 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 18987 members 
Entering Unmasked Estep 
Score: -2712386.000000 Penalty: 4944.644043
	Iteration 42Q: 3 clusters Score -2712386 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 19039 members 
Entering Unmasked Estep 
Score: -2712411.750000 Penalty: 4944.644043
	Iteration 43Q: 3 clusters Score -2712412 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 19100 members 
Entering Unmasked Estep 
Score: -2712421.000000 Penalty: 4944.644043
	Iteration 44Q: 3 clusters Score -2712421 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 19157 members 
Entering Unmasked Estep 
Score: -2712435.250000 Penalty: 4944.644043
	Iteration 45Q: 3 clusters Score -2712435 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 19207 members 
Entering Unmasked Estep 
Score: -2712449.750000 Penalty: 4944.644043
	Iteration 46Q: 3 clusters Score -2712450 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 19259 members 
Entering Unmasked Estep 
Score: -2712468.000000 Penalty: 4944.644043
	Iteration 47Q: 3 clusters Score -2712468 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 19312 members 
Entering Unmasked Estep 
Score: -2712492.250000 Penalty: 4944.644043
	Iteration 48Q: 3 clusters Score -2712492 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 19359 members 
Entering Unmasked Estep 
Score: -2712500.750000 Penalty: 4944.644043
	Iteration 49Q: 3 clusters Score -2712501 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 19397 members 
Entering Unmasked Estep 
Score: -2712521.500000 Penalty: 4944.644043
	Iteration 50Q: 3 clusters Score -2712522 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 19433 members 
Entering Unmasked Estep 
Score: -2712531.250000 Penalty: 4944.644043
	Iteration 51Q: 3 clusters Score -2712531 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 19468 members 
Entering Unmasked Estep 
Score: -2712537.000000 Penalty: 4944.644043
	Iteration 52Q: 3 clusters Score -2712537 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 19515 members 
Entering Unmasked Estep 
Score: -2712548.250000 Penalty: 4944.644043
	Iteration 53Q: 3 clusters Score -2712548 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 19554 members 
Entering Unmasked Estep 
Score: -2712563.250000 Penalty: 4944.644043
	Iteration 54Q: 3 clusters Score -2712563 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 19592 members 
Entering Unmasked Estep 
Score: -2712574.000000 Penalty: 4944.644043
	Iteration 55Q: 3 clusters Score -2712574 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 19621 members 
Entering Unmasked Estep 
Score: -2712580.500000 Penalty: 4944.644043
	Iteration 56Q: 3 clusters Score -2712580 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 19644 members 
Entering Unmasked Estep 
Score: -2712599.500000 Penalty: 4944.644043
	Iteration 57Q: 3 clusters Score -2712600 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 19668 members 
Entering Unmasked Estep 
Score: -2712600.250000 Penalty: 4944.644043
	Iteration 58Q: 3 clusters Score -2712600 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 19688 members 
Entering Unmasked Estep 
Score: -2712612.000000 Penalty: 4944.644043
	Iteration 59Q: 3 clusters Score -2712612 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 19708 members 
Entering Unmasked Estep 
Score: -2712616.250000 Penalty: 4944.644043
	Iteration 60F: 3 clusters Score -2712616 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 19721 members 
Entering Unmasked Estep 
Score: -2712622.750000 Penalty: 4944.644043
	Iteration 61Q: 3 clusters Score -2712623 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 19729 members 
Entering Unmasked Estep 
Score: -2712625.250000 Penalty: 4944.644043
	Iteration 62Q: 3 clusters Score -2712625 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 19732 members 
Entering Unmasked Estep 
Score: -2712628.000000 Penalty: 4944.644043
	Iteration 63Q: 3 clusters Score -2712628 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 19735 members 
Entering Unmasked Estep 
Score: -2712630.750000 Penalty: 4944.644043
	Iteration 64Q: 3 clusters Score -2712631 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 19737 members 
Entering Unmasked Estep 
Score: -2712632.500000 Penalty: 4944.644043
	Iteration 65Q: 3 clusters Score -2712632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 19738 members 
Entering Unmasked Estep 
Score: -2712633.750000 Penalty: 4944.644043
	Iteration 66Q: 3 clusters Score -2712634 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 19738 members 
Entering Unmasked Estep 
Score: -2712633.750000 Penalty: 4944.644043
	Iteration 67F: 3 clusters Score -2712634 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Entering Unmasked Estep 
Score: -89582.718750 Penalty: 1602.831299
	Iteration 0F: 2 clusters Score -89582.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -88129.125000 Penalty: 3205.662598
	Iteration 0F: 3 clusters Score -88129.12 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -89210.757812 Penalty: 3205.662598
	Iteration 1F: 3 clusters Score -89210.76 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -89649.984375 Penalty: 3205.662598
	Iteration 2F: 3 clusters Score -89649.98 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -89832.164062 Penalty: 3205.662598
	Iteration 3Q: 3 clusters Score -89832.16 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -89971.960938 Penalty: 3205.662598
	Iteration 4Q: 3 clusters Score -89971.96 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -90120.281250 Penalty: 3205.662598
	Iteration 5Q: 3 clusters Score -90120.28 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -90237.500000 Penalty: 3205.662598
	Iteration 6Q: 3 clusters Score -90237.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -90334.234375 Penalty: 3205.662598
	Iteration 7Q: 3 clusters Score -90334.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -90362.343750 Penalty: 3205.662598
	Iteration 8Q: 3 clusters Score -90362.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -90371.804688 Penalty: 3205.662598
	Iteration 9Q: 3 clusters Score -90371.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -90371.976562 Penalty: 3205.662598
	Iteration 10F: 3 clusters Score -90371.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -90385.062500 Penalty: 3205.662598
	Iteration 11Q: 3 clusters Score -90385.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -90393.500000 Penalty: 3205.662598
	Iteration 12Q: 3 clusters Score -90393.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -90393.500000 Penalty: 3205.662598
	Iteration 13F: 3 clusters Score -90393.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 15361 members 
Mstep: Class 3 contains 27041 members 
Mstep: Class 4 contains 35843 members 
Mstep: Class 5 contains 21355 members 
Mstep: Class 6 contains 279 members 
Mstep: Class 7 contains 2492 members 
Mstep: Class 8 contains 48755 members 
Mstep: Class 9 contains 29937 members 
Mstep: Class 10 contains 12093 members 
Mstep: Class 11 contains 4398 members 
Mstep: Class 12 contains 225570 members 
Mstep: Class 13 contains 9174 members 
Mstep: Class 14 contains 5297 members 
Mstep: Class 15 contains 27044 members 
Mstep: Class 16 contains 9442 members 
Mstep: Class 17 contains 9696 members 
Mstep: Class 18 contains 8382 members 
Mstep: Class 19 contains 163102 members 
Mstep: Class 20 contains 41538 members 
Mstep: Class 21 contains 12637 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 10791 members 
Mstep: Class 24 contains 4123 members 
Mstep: Class 25 contains 6805 members 
Mstep: Class 26 contains 60540 members 
Mstep: Class 27 contains 9616 members 
Mstep: Class 28 contains 6868 members 
Mstep: Class 29 contains 5403 members 
Mstep: Class 30 contains 8665 members 
Mstep: Class 31 contains 335 members 
Mstep: Class 32 contains 452 members 
Mstep: Class 33 contains 1802 members 
Mstep: Class 34 contains 8709 members 
Mstep: Class 35 contains 197201 members 
Mstep: Class 36 contains 2892 members 
Mstep: Class 37 contains 4615 members 
Mstep: Class 38 contains 2497 members 
Mstep: Class 39 contains 322 members 
Mstep: Class 40 contains 9958 members 
Mstep: Class 41 contains 27276 members 
Mstep: Class 42 contains 5090 members 
Mstep: Class 43 contains 12490 members 
Mstep: Class 44 contains 1001 members 
Mstep: Class 45 contains 3725 members 
Mstep: Class 46 contains 988 members 
Mstep: Class 47 contains 13842 members 
Mstep: Class 48 contains 384 members 
Mstep: Class 49 contains 4144 members 
Mstep: Class 50 contains 302 members 
Mstep: Class 51 contains 418 members 
Mstep: Class 52 contains 38552 members 
Mstep: Class 53 contains 264 members 
Mstep: Class 54 contains 7366 members 
Mstep: Class 55 contains 451 members 
Mstep: Class 56 contains 1816 members 
Mstep: Class 57 contains 2958 members 
Mstep: Class 58 contains 814 members 
Mstep: Class 59 contains 155 members 
Mstep: Class 60 contains 635 members 
Mstep: Class 61 contains 549 members 
Mstep: Class 62 contains 275 members 
Mstep: Class 63 contains 367 members 
Mstep: Class 64 contains 222 members 
Mstep: Class 65 contains 746 members 
Mstep: Class 66 contains 230 members 
Mstep: Class 67 contains 151 members 
Mstep: Class 68 contains 722 members 
Mstep: Class 69 contains 503 members 
Mstep: Class 70 contains 214 members 
Mstep: Class 71 contains 399 members 
Mstep: Class 72 contains 4064 members 
Mstep: Class 73 contains 252 members 
Mstep: Class 74 contains 392 members 
Mstep: Class 75 contains 219 members 
Mstep: Class 76 contains 302 members 
Mstep: Class 77 contains 383 members 
Mstep: Class 78 contains 347 members 
Mstep: Class 79 contains 362 members 
Mstep: Class 80 contains 259 members 
Entering Unmasked Estep 
Score: -147546416.000000 Penalty: 277521.750000
Splitting cluster 6 changes total score from -147547344.000000 to -147546416.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (2492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Entering Unmasked Estep 
Score: -310757.843750 Penalty: 1939.568481
	Iteration 0F: 2 clusters Score -310757.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -307823.218750 Penalty: 3879.136963
	Iteration 0F: 3 clusters Score -307823.2 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -308383.656250 Penalty: 3879.136963
	Iteration 1F: 3 clusters Score -308383.7 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -308524.375000 Penalty: 3879.136963
	Iteration 2F: 3 clusters Score -308524.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -308620.781250 Penalty: 3879.136963
	Iteration 3Q: 3 clusters Score -308620.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -308697.187500 Penalty: 3879.136963
	Iteration 4Q: 3 clusters Score -308697.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -308796.593750 Penalty: 3879.136963
	Iteration 5Q: 3 clusters Score -308796.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -308943.562500 Penalty: 3879.136963
	Iteration 6Q: 3 clusters Score -308943.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -309100.031250 Penalty: 3879.136963
	Iteration 7Q: 3 clusters Score -309100 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -309267.375000 Penalty: 3879.136963
	Iteration 8Q: 3 clusters Score -309267.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -309430.781250 Penalty: 3879.136963
	Iteration 9F: 3 clusters Score -309430.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -309587.781250 Penalty: 3879.136963
	Iteration 10Q: 3 clusters Score -309587.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -309724.062500 Penalty: 3879.136963
	Iteration 11Q: 3 clusters Score -309724.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -309802.593750 Penalty: 3879.136963
	Iteration 12Q: 3 clusters Score -309802.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -309859.031250 Penalty: 3879.136963
	Iteration 13Q: 3 clusters Score -309859 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -309907.281250 Penalty: 3879.136963
	Iteration 14Q: 3 clusters Score -309907.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -309948.687500 Penalty: 3879.136963
	Iteration 15Q: 3 clusters Score -309948.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -309997.062500 Penalty: 3879.136963
	Iteration 16Q: 3 clusters Score -309997.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -310032.812500 Penalty: 3879.136963
	Iteration 17Q: 3 clusters Score -310032.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -310074.125000 Penalty: 3879.136963
	Iteration 18Q: 3 clusters Score -310074.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -310098.812500 Penalty: 3879.136963
	Iteration 19Q: 3 clusters Score -310098.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -310117.718750 Penalty: 3879.136963
	Iteration 20F: 3 clusters Score -310117.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -310128.468750 Penalty: 3879.136963
	Iteration 21Q: 3 clusters Score -310128.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -310135.781250 Penalty: 3879.136963
	Iteration 22Q: 3 clusters Score -310135.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -310140.687500 Penalty: 3879.136963
	Iteration 23Q: 3 clusters Score -310140.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -310144.375000 Penalty: 3879.136963
	Iteration 24Q: 3 clusters Score -310144.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -310146.656250 Penalty: 3879.136963
	Iteration 25Q: 3 clusters Score -310146.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -310149.031250 Penalty: 3879.136963
	Iteration 26Q: 3 clusters Score -310149 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -310149.031250 Penalty: 3879.136963
	Iteration 27F: 3 clusters Score -310149 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (48755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48755 members 
Entering Unmasked Estep 
Score: -5793345.000000 Penalty: 2677.051758
	Iteration 0F: 2 clusters Score -5793345 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24467 members 
Mstep: Class 2 contains 24288 members 
Entering Unmasked Estep 
Score: -5760437.000000 Penalty: 5354.103516
	Iteration 0F: 3 clusters Score -5760437 nChanged 22533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25216 members 
Mstep: Class 2 contains 23539 members 
Entering Unmasked Estep 
Score: -5773315.500000 Penalty: 5354.103516
	Iteration 1F: 3 clusters Score -5773316 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25573 members 
Mstep: Class 2 contains 23182 members 
Entering Unmasked Estep 
Score: -5774246.500000 Penalty: 5354.103516
	Iteration 2Q: 3 clusters Score -5774246 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26097 members 
Mstep: Class 2 contains 22658 members 
Entering Unmasked Estep 
Score: -5775311.500000 Penalty: 5354.103516
	Iteration 3Q: 3 clusters Score -5775312 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26870 members 
Mstep: Class 2 contains 21885 members 
Entering Unmasked Estep 
Score: -5776470.000000 Penalty: 5354.103516
	Iteration 4F: 3 clusters Score -5776470 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27915 members 
Mstep: Class 2 contains 20840 members 
Entering Unmasked Estep 
Score: -5777744.000000 Penalty: 5354.103516
	Iteration 5F: 3 clusters Score -5777744 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29263 members 
Mstep: Class 2 contains 19492 members 
Entering Unmasked Estep 
Score: -5779274.000000 Penalty: 5354.103516
	Iteration 6F: 3 clusters Score -5779274 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30862 members 
Mstep: Class 2 contains 17893 members 
Entering Unmasked Estep 
Score: -5780983.000000 Penalty: 5354.103516
	Iteration 7F: 3 clusters Score -5780983 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32539 members 
Mstep: Class 2 contains 16216 members 
Entering Unmasked Estep 
Score: -5782683.000000 Penalty: 5354.103516
	Iteration 8F: 3 clusters Score -5782683 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34266 members 
Mstep: Class 2 contains 14489 members 
Entering Unmasked Estep 
Score: -5784235.500000 Penalty: 5354.103516
	Iteration 9F: 3 clusters Score -5784236 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35912 members 
Mstep: Class 2 contains 12843 members 
Entering Unmasked Estep 
Score: -5785599.500000 Penalty: 5354.103516
	Iteration 10Q: 3 clusters Score -5785600 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37424 members 
Mstep: Class 2 contains 11331 members 
Entering Unmasked Estep 
Score: -5786766.500000 Penalty: 5354.103516
	Iteration 11Q: 3 clusters Score -5786766 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38783 members 
Mstep: Class 2 contains 9972 members 
Entering Unmasked Estep 
Score: -5787718.000000 Penalty: 5354.103516
	Iteration 12Q: 3 clusters Score -5787718 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40030 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -5788486.500000 Penalty: 5354.103516
	Iteration 13Q: 3 clusters Score -5788486 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41079 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -5789133.500000 Penalty: 5354.103516
	Iteration 14Q: 3 clusters Score -5789134 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41937 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -5789649.500000 Penalty: 5354.103516
	Iteration 15Q: 3 clusters Score -5789650 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42654 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -5790025.000000 Penalty: 5354.103516
	Iteration 16Q: 3 clusters Score -5790025 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43265 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -5790352.500000 Penalty: 5354.103516
	Iteration 17Q: 3 clusters Score -5790352 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43787 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -5790631.500000 Penalty: 5354.103516
	Iteration 18Q: 3 clusters Score -5790632 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44204 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -5790831.000000 Penalty: 5354.103516
	Iteration 19Q: 3 clusters Score -5790831 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44549 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -5790970.000000 Penalty: 5354.103516
	Iteration 20F: 3 clusters Score -5790970 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44852 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -5791077.500000 Penalty: 5354.103516
	Iteration 21Q: 3 clusters Score -5791078 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45089 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -5791152.500000 Penalty: 5354.103516
	Iteration 22Q: 3 clusters Score -5791152 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45274 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -5791236.000000 Penalty: 5354.103516
	Iteration 23Q: 3 clusters Score -5791236 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45428 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -5791306.500000 Penalty: 5354.103516
	Iteration 24Q: 3 clusters Score -5791306 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45575 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -5791349.000000 Penalty: 5354.103516
	Iteration 25Q: 3 clusters Score -5791349 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45703 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -5791387.500000 Penalty: 5354.103516
	Iteration 26Q: 3 clusters Score -5791388 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45805 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -5791409.500000 Penalty: 5354.103516
	Iteration 27Q: 3 clusters Score -5791410 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45891 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -5791441.500000 Penalty: 5354.103516
	Iteration 28Q: 3 clusters Score -5791442 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45984 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -5791474.500000 Penalty: 5354.103516
	Iteration 29Q: 3 clusters Score -5791474 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46061 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -5791484.000000 Penalty: 5354.103516
	Iteration 30Q: 3 clusters Score -5791484 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46124 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -5791490.500000 Penalty: 5354.103516
	Iteration 31Q: 3 clusters Score -5791490 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46181 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -5791511.000000 Penalty: 5354.103516
	Iteration 32Q: 3 clusters Score -5791511 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46226 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -5791509.000000 Penalty: 5354.103516
	Iteration 33Q: 3 clusters Score -5791509 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46262 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -5791524.000000 Penalty: 5354.103516
	Iteration 34Q: 3 clusters Score -5791524 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46283 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -5791527.000000 Penalty: 5354.103516
	Iteration 35Q: 3 clusters Score -5791527 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46298 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -5791532.500000 Penalty: 5354.103516
	Iteration 36Q: 3 clusters Score -5791532 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46312 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -5791531.500000 Penalty: 5354.103516
	Iteration 37Q: 3 clusters Score -5791532 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46324 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -5791538.000000 Penalty: 5354.103516
	Iteration 38Q: 3 clusters Score -5791538 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46340 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -5791541.000000 Penalty: 5354.103516
	Iteration 39Q: 3 clusters Score -5791541 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46351 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -5791537.500000 Penalty: 5354.103516
	Iteration 40F: 3 clusters Score -5791538 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46364 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -5791541.000000 Penalty: 5354.103516
	Iteration 41Q: 3 clusters Score -5791541 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46373 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -5791545.000000 Penalty: 5354.103516
	Iteration 42Q: 3 clusters Score -5791545 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46382 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -5791548.000000 Penalty: 5354.103516
	Iteration 43Q: 3 clusters Score -5791548 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46391 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -5791544.000000 Penalty: 5354.103516
	Iteration 44Q: 3 clusters Score -5791544 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46400 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -5791548.500000 Penalty: 5354.103516
	Iteration 45Q: 3 clusters Score -5791548 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46415 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -5791547.000000 Penalty: 5354.103516
	Iteration 46Q: 3 clusters Score -5791547 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46430 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -5791547.000000 Penalty: 5354.103516
	Iteration 47Q: 3 clusters Score -5791547 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46441 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -5791545.000000 Penalty: 5354.103516
	Iteration 48Q: 3 clusters Score -5791545 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46456 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -5791552.000000 Penalty: 5354.103516
	Iteration 49Q: 3 clusters Score -5791552 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46466 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -5791561.000000 Penalty: 5354.103516
	Iteration 50Q: 3 clusters Score -5791561 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46477 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -5791561.500000 Penalty: 5354.103516
	Iteration 51Q: 3 clusters Score -5791562 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46492 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -5791568.000000 Penalty: 5354.103516
	Iteration 52Q: 3 clusters Score -5791568 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46502 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -5791571.500000 Penalty: 5354.103516
	Iteration 53Q: 3 clusters Score -5791572 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46510 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -5791573.500000 Penalty: 5354.103516
	Iteration 54Q: 3 clusters Score -5791574 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46521 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -5791572.000000 Penalty: 5354.103516
	Iteration 55Q: 3 clusters Score -5791572 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46530 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -5791573.000000 Penalty: 5354.103516
	Iteration 56Q: 3 clusters Score -5791573 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46531 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -5791575.500000 Penalty: 5354.103516
	Iteration 57Q: 3 clusters Score -5791576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46532 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -5791573.500000 Penalty: 5354.103516
	Iteration 58Q: 3 clusters Score -5791574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46534 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -5791573.500000 Penalty: 5354.103516
	Iteration 59Q: 3 clusters Score -5791574 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46535 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -5791573.000000 Penalty: 5354.103516
	Iteration 60F: 3 clusters Score -5791573 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46536 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -5791574.500000 Penalty: 5354.103516
	Iteration 61Q: 3 clusters Score -5791574 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46536 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -5791574.500000 Penalty: 5354.103516
	Iteration 62F: 3 clusters Score -5791574 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (29937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29937 members 
Entering Unmasked Estep 
Score: -3802288.750000 Penalty: 2556.098877
	Iteration 0F: 2 clusters Score -3802289 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15233 members 
Mstep: Class 2 contains 14704 members 
Entering Unmasked Estep 
Score: -3781831.250000 Penalty: 5112.197754
	Iteration 0F: 3 clusters Score -3781831 nChanged 13408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16365 members 
Mstep: Class 2 contains 13572 members 
Entering Unmasked Estep 
Score: -3789228.000000 Penalty: 5112.197754
	Iteration 1F: 3 clusters Score -3789228 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16999 members 
Mstep: Class 2 contains 12938 members 
Entering Unmasked Estep 
Score: -3789948.000000 Penalty: 5112.197754
	Iteration 2F: 3 clusters Score -3789948 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17865 members 
Mstep: Class 2 contains 12072 members 
Entering Unmasked Estep 
Score: -3790741.500000 Penalty: 5112.197754
	Iteration 3F: 3 clusters Score -3790742 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18998 members 
Mstep: Class 2 contains 10939 members 
Entering Unmasked Estep 
Score: -3791738.250000 Penalty: 5112.197754
	Iteration 4F: 3 clusters Score -3791738 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20431 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -3792986.500000 Penalty: 5112.197754
	Iteration 5F: 3 clusters Score -3792986 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22115 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -3794460.500000 Penalty: 5112.197754
	Iteration 6F: 3 clusters Score -3794460 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23894 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -3796082.250000 Penalty: 5112.197754
	Iteration 7F: 3 clusters Score -3796082 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25658 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -3797813.000000 Penalty: 5112.197754
	Iteration 8F: 3 clusters Score -3797813 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27016 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -3799257.250000 Penalty: 5112.197754
	Iteration 9Q: 3 clusters Score -3799257 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27805 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -3800288.250000 Penalty: 5112.197754
	Iteration 10Q: 3 clusters Score -3800288 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28204 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -3800963.000000 Penalty: 5112.197754
	Iteration 11Q: 3 clusters Score -3800963 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28361 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -3801203.500000 Penalty: 5112.197754
	Iteration 12Q: 3 clusters Score -3801204 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28446 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -3801325.000000 Penalty: 5112.197754
	Iteration 13Q: 3 clusters Score -3801325 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28474 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -3801369.250000 Penalty: 5112.197754
	Iteration 14Q: 3 clusters Score -3801369 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28487 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -3801399.250000 Penalty: 5112.197754
	Iteration 15Q: 3 clusters Score -3801399 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28495 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -3801410.500000 Penalty: 5112.197754
	Iteration 16Q: 3 clusters Score -3801410 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28500 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -3801405.750000 Penalty: 5112.197754
	Iteration 17Q: 3 clusters Score -3801406 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28507 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -3801405.250000 Penalty: 5112.197754
	Iteration 18Q: 3 clusters Score -3801405 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28513 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -3801407.000000 Penalty: 5112.197754
	Iteration 19Q: 3 clusters Score -3801407 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28519 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -3801410.250000 Penalty: 5112.197754
	Iteration 20F: 3 clusters Score -3801410 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28519 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -3801415.500000 Penalty: 5112.197754
	Iteration 21Q: 3 clusters Score -3801416 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28523 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -3801412.250000 Penalty: 5112.197754
	Iteration 22Q: 3 clusters Score -3801412 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28525 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -3801416.000000 Penalty: 5112.197754
	Iteration 23Q: 3 clusters Score -3801416 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28525 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -3801416.000000 Penalty: 5112.197754
	Iteration 24F: 3 clusters Score -3801416 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (12093 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12093 members 
Entering Unmasked Estep 
Score: -1532731.125000 Penalty: 2331.294678
	Iteration 0F: 2 clusters Score -1532731 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -1523791.250000 Penalty: 4662.589355
	Iteration 0F: 3 clusters Score -1523791 nChanged 5062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -1526506.875000 Penalty: 4662.589355
	Iteration 1F: 3 clusters Score -1526507 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -1526847.750000 Penalty: 4662.589355
	Iteration 2F: 3 clusters Score -1526848 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -1527167.750000 Penalty: 4662.589355
	Iteration 3F: 3 clusters Score -1527168 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -1527487.375000 Penalty: 4662.589355
	Iteration 4F: 3 clusters Score -1527487 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -1527826.625000 Penalty: 4662.589355
	Iteration 5F: 3 clusters Score -1527827 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -1528176.125000 Penalty: 4662.589355
	Iteration 6Q: 3 clusters Score -1528176 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -1528502.750000 Penalty: 4662.589355
	Iteration 7Q: 3 clusters Score -1528503 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -1528810.875000 Penalty: 4662.589355
	Iteration 8Q: 3 clusters Score -1528811 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9275 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -1529143.875000 Penalty: 4662.589355
	Iteration 9Q: 3 clusters Score -1529144 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9633 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -1529416.375000 Penalty: 4662.589355
	Iteration 10Q: 3 clusters Score -1529416 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9900 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -1529611.250000 Penalty: 4662.589355
	Iteration 11Q: 3 clusters Score -1529611 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10127 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -1529785.625000 Penalty: 4662.589355
	Iteration 12Q: 3 clusters Score -1529786 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10308 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -1529942.500000 Penalty: 4662.589355
	Iteration 13Q: 3 clusters Score -1529942 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10455 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -1530054.375000 Penalty: 4662.589355
	Iteration 14Q: 3 clusters Score -1530054 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10597 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -1530176.250000 Penalty: 4662.589355
	Iteration 15Q: 3 clusters Score -1530176 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10711 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -1530279.375000 Penalty: 4662.589355
	Iteration 16Q: 3 clusters Score -1530279 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10811 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -1530392.625000 Penalty: 4662.589355
	Iteration 17Q: 3 clusters Score -1530393 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10904 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -1530496.625000 Penalty: 4662.589355
	Iteration 18Q: 3 clusters Score -1530497 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10969 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -1530556.625000 Penalty: 4662.589355
	Iteration 19Q: 3 clusters Score -1530557 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11019 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -1530604.375000 Penalty: 4662.589355
	Iteration 20F: 3 clusters Score -1530604 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11050 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -1530640.625000 Penalty: 4662.589355
	Iteration 21Q: 3 clusters Score -1530641 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11083 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -1530675.875000 Penalty: 4662.589355
	Iteration 22Q: 3 clusters Score -1530676 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11116 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -1530705.250000 Penalty: 4662.589355
	Iteration 23Q: 3 clusters Score -1530705 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11141 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -1530731.750000 Penalty: 4662.589355
	Iteration 24Q: 3 clusters Score -1530732 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11164 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1530757.750000 Penalty: 4662.589355
	Iteration 25Q: 3 clusters Score -1530758 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11189 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -1530778.375000 Penalty: 4662.589355
	Iteration 26Q: 3 clusters Score -1530778 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11201 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -1530795.500000 Penalty: 4662.589355
	Iteration 27Q: 3 clusters Score -1530796 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11210 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -1530806.875000 Penalty: 4662.589355
	Iteration 28Q: 3 clusters Score -1530807 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11214 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -1530809.500000 Penalty: 4662.589355
	Iteration 29Q: 3 clusters Score -1530810 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11222 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1530817.375000 Penalty: 4662.589355
	Iteration 30Q: 3 clusters Score -1530817 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11220 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -1530820.625000 Penalty: 4662.589355
	Iteration 31Q: 3 clusters Score -1530821 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11223 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -1530825.375000 Penalty: 4662.589355
	Iteration 32Q: 3 clusters Score -1530825 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11226 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -1530826.125000 Penalty: 4662.589355
	Iteration 33Q: 3 clusters Score -1530826 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11226 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -1530826.125000 Penalty: 4662.589355
	Iteration 34F: 3 clusters Score -1530826 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Entering Unmasked Estep 
Score: -538355.937500 Penalty: 2080.448486
	Iteration 0F: 2 clusters Score -538355.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -534286.375000 Penalty: 4160.896973
	Iteration 0F: 3 clusters Score -534286.4 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -535514.187500 Penalty: 4160.896973
	Iteration 1F: 3 clusters Score -535514.2 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -535972.812500 Penalty: 4160.896973
	Iteration 2F: 3 clusters Score -535972.8 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -536391.687500 Penalty: 4160.896973
	Iteration 3F: 3 clusters Score -536391.7 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -536731.625000 Penalty: 4160.896973
	Iteration 4F: 3 clusters Score -536731.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -536901.125000 Penalty: 4160.896973
	Iteration 5Q: 3 clusters Score -536901.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -537025.437500 Penalty: 4160.896973
	Iteration 6Q: 3 clusters Score -537025.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -537091.125000 Penalty: 4160.896973
	Iteration 7Q: 3 clusters Score -537091.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -537134.312500 Penalty: 4160.896973
	Iteration 8Q: 3 clusters Score -537134.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -537158.500000 Penalty: 4160.896973
	Iteration 9Q: 3 clusters Score -537158.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -537173.187500 Penalty: 4160.896973
	Iteration 10Q: 3 clusters Score -537173.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -537192.187500 Penalty: 4160.896973
	Iteration 11Q: 3 clusters Score -537192.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -537205.437500 Penalty: 4160.896973
	Iteration 12Q: 3 clusters Score -537205.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -537214.750000 Penalty: 4160.896973
	Iteration 13Q: 3 clusters Score -537214.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -537221.125000 Penalty: 4160.896973
	Iteration 14Q: 3 clusters Score -537221.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -537226.687500 Penalty: 4160.896973
	Iteration 15Q: 3 clusters Score -537226.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -537235.375000 Penalty: 4160.896973
	Iteration 16Q: 3 clusters Score -537235.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -537242.312500 Penalty: 4160.896973
	Iteration 17Q: 3 clusters Score -537242.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -537255.437500 Penalty: 4160.896973
	Iteration 18Q: 3 clusters Score -537255.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -537269.562500 Penalty: 4160.896973
	Iteration 19Q: 3 clusters Score -537269.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -537281.750000 Penalty: 4160.896973
	Iteration 20F: 3 clusters Score -537281.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -537295.562500 Penalty: 4160.896973
	Iteration 21Q: 3 clusters Score -537295.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -537299.875000 Penalty: 4160.896973
	Iteration 22Q: 3 clusters Score -537299.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -537304.750000 Penalty: 4160.896973
	Iteration 23Q: 3 clusters Score -537304.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -537307.625000 Penalty: 4160.896973
	Iteration 24Q: 3 clusters Score -537307.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -537310.375000 Penalty: 4160.896973
	Iteration 25Q: 3 clusters Score -537310.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -537312.375000 Penalty: 4160.896973
	Iteration 26Q: 3 clusters Score -537312.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -537320.000000 Penalty: 4160.896973
	Iteration 27Q: 3 clusters Score -537320 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -537324.812500 Penalty: 4160.896973
	Iteration 28Q: 3 clusters Score -537324.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -537331.500000 Penalty: 4160.896973
	Iteration 29Q: 3 clusters Score -537331.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -537334.750000 Penalty: 4160.896973
	Iteration 30Q: 3 clusters Score -537334.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -537337.875000 Penalty: 4160.896973
	Iteration 31Q: 3 clusters Score -537337.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -537340.937500 Penalty: 4160.896973
	Iteration 32Q: 3 clusters Score -537340.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -537345.625000 Penalty: 4160.896973
	Iteration 33Q: 3 clusters Score -537345.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -537346.562500 Penalty: 4160.896973
	Iteration 34Q: 3 clusters Score -537346.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -537349.187500 Penalty: 4160.896973
	Iteration 35Q: 3 clusters Score -537349.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -537352.875000 Penalty: 4160.896973
	Iteration 36Q: 3 clusters Score -537352.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -537354.375000 Penalty: 4160.896973
	Iteration 37Q: 3 clusters Score -537354.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -537360.375000 Penalty: 4160.896973
	Iteration 38Q: 3 clusters Score -537360.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -537366.125000 Penalty: 4160.896973
	Iteration 39Q: 3 clusters Score -537366.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -537370.687500 Penalty: 4160.896973
	Iteration 40F: 3 clusters Score -537370.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -537374.125000 Penalty: 4160.896973
	Iteration 41Q: 3 clusters Score -537374.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -537374.750000 Penalty: 4160.896973
	Iteration 42Q: 3 clusters Score -537374.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -537378.000000 Penalty: 4160.896973
	Iteration 43Q: 3 clusters Score -537378 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -537378.437500 Penalty: 4160.896973
	Iteration 44Q: 3 clusters Score -537378.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -537379.937500 Penalty: 4160.896973
	Iteration 45Q: 3 clusters Score -537379.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -537381.812500 Penalty: 4160.896973
	Iteration 46Q: 3 clusters Score -537381.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -537381.625000 Penalty: 4160.896973
	Iteration 47Q: 3 clusters Score -537381.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -537381.750000 Penalty: 4160.896973
	Iteration 48Q: 3 clusters Score -537381.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -537381.750000 Penalty: 4160.896973
	Iteration 49F: 3 clusters Score -537381.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (225570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225570 members 
Entering Unmasked Estep 
Score: -29098470.000000 Penalty: 3056.943604
	Iteration 0F: 2 clusters Score -2.909847e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112990 members 
Mstep: Class 2 contains 112580 members 
Entering Unmasked Estep 
Score: -28965344.000000 Penalty: 6113.887207
	Iteration 0F: 3 clusters Score -2.896534e+07 nChanged 108871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115545 members 
Mstep: Class 2 contains 110025 members 
Entering Unmasked Estep 
Score: -29029542.000000 Penalty: 6113.887207
	Iteration 1F: 3 clusters Score -2.902954e+07 nChanged 6053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118122 members 
Mstep: Class 2 contains 107448 members 
Entering Unmasked Estep 
Score: -29030870.000000 Penalty: 6113.887207
	Iteration 2Q: 3 clusters Score -2.903087e+07 nChanged 6873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122277 members 
Mstep: Class 2 contains 103293 members 
Entering Unmasked Estep 
Score: -29032700.000000 Penalty: 6113.887207
	Iteration 3Q: 3 clusters Score -2.90327e+07 nChanged 8379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128712 members 
Mstep: Class 2 contains 96858 members 
Entering Unmasked Estep 
Score: -29035440.000000 Penalty: 6113.887207
	Iteration 4Q: 3 clusters Score -2.903544e+07 nChanged 11144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138448 members 
Mstep: Class 2 contains 87122 members 
Entering Unmasked Estep 
Score: -29040288.000000 Penalty: 6113.887207
	Iteration 5Q: 3 clusters Score -2.904029e+07 nChanged 14654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152132 members 
Mstep: Class 2 contains 73438 members 
Entering Unmasked Estep 
Score: -29049240.000000 Penalty: 6113.887207
	Iteration 6F: 3 clusters Score -2.904924e+07 nChanged 18179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169749 members 
Mstep: Class 2 contains 55821 members 
Entering Unmasked Estep 
Score: -29063116.000000 Penalty: 6113.887207
	Iteration 7F: 3 clusters Score -2.906312e+07 nChanged 19218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188731 members 
Mstep: Class 2 contains 36839 members 
Entering Unmasked Estep 
Score: -29078508.000000 Penalty: 6113.887207
	Iteration 8F: 3 clusters Score -2.907851e+07 nChanged 16322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204981 members 
Mstep: Class 2 contains 20589 members 
Entering Unmasked Estep 
Score: -29088434.000000 Penalty: 6113.887207
	Iteration 9F: 3 clusters Score -2.908843e+07 nChanged 9949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214896 members 
Mstep: Class 2 contains 10674 members 
Entering Unmasked Estep 
Score: -29092756.000000 Penalty: 6113.887207
	Iteration 10Q: 3 clusters Score -2.909276e+07 nChanged 4974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219850 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -29094962.000000 Penalty: 6113.887207
	Iteration 11Q: 3 clusters Score -2.909496e+07 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221981 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -29095886.000000 Penalty: 6113.887207
	Iteration 12Q: 3 clusters Score -2.909589e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222908 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -29096178.000000 Penalty: 6113.887207
	Iteration 13Q: 3 clusters Score -2.909618e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223328 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -29096448.000000 Penalty: 6113.887207
	Iteration 14Q: 3 clusters Score -2.909645e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223548 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -29096532.000000 Penalty: 6113.887207
	Iteration 15Q: 3 clusters Score -2.909653e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223681 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -29096574.000000 Penalty: 6113.887207
	Iteration 16Q: 3 clusters Score -2.909657e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223775 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -29096614.000000 Penalty: 6113.887207
	Iteration 17Q: 3 clusters Score -2.909661e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223854 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -29096636.000000 Penalty: 6113.887207
	Iteration 18Q: 3 clusters Score -2.909664e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223912 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -29096634.000000 Penalty: 6113.887207
	Iteration 19Q: 3 clusters Score -2.909663e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223955 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -29096688.000000 Penalty: 6113.887207
	Iteration 20F: 3 clusters Score -2.909669e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223985 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -29096680.000000 Penalty: 6113.887207
	Iteration 21Q: 3 clusters Score -2.909668e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224009 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -29096656.000000 Penalty: 6113.887207
	Iteration 22Q: 3 clusters Score -2.909666e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224035 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -29096686.000000 Penalty: 6113.887207
	Iteration 23Q: 3 clusters Score -2.909669e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224059 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -29096704.000000 Penalty: 6113.887207
	Iteration 24Q: 3 clusters Score -2.90967e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224070 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -29096706.000000 Penalty: 6113.887207
	Iteration 25Q: 3 clusters Score -2.909671e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224078 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -29096690.000000 Penalty: 6113.887207
	Iteration 26Q: 3 clusters Score -2.909669e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224085 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -29096692.000000 Penalty: 6113.887207
	Iteration 27Q: 3 clusters Score -2.909669e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224091 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -29096690.000000 Penalty: 6113.887207
	Iteration 28Q: 3 clusters Score -2.909669e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224100 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -29096722.000000 Penalty: 6113.887207
	Iteration 29Q: 3 clusters Score -2.909672e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224108 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -29096732.000000 Penalty: 6113.887207
	Iteration 30Q: 3 clusters Score -2.909673e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224117 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -29096726.000000 Penalty: 6113.887207
	Iteration 31Q: 3 clusters Score -2.909673e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224131 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -29096714.000000 Penalty: 6113.887207
	Iteration 32Q: 3 clusters Score -2.909671e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224146 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -29096726.000000 Penalty: 6113.887207
	Iteration 33Q: 3 clusters Score -2.909673e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224160 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -29096718.000000 Penalty: 6113.887207
	Iteration 34Q: 3 clusters Score -2.909672e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224168 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -29096710.000000 Penalty: 6113.887207
	Iteration 35Q: 3 clusters Score -2.909671e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224167 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -29096714.000000 Penalty: 6113.887207
	Iteration 36Q: 3 clusters Score -2.909671e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224167 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -29096708.000000 Penalty: 6113.887207
	Iteration 37Q: 3 clusters Score -2.909671e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224171 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -29096692.000000 Penalty: 6113.887207
	Iteration 38Q: 3 clusters Score -2.909669e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224168 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -29096702.000000 Penalty: 6113.887207
	Iteration 39Q: 3 clusters Score -2.90967e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224166 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -29096712.000000 Penalty: 6113.887207
	Iteration 40F: 3 clusters Score -2.909671e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (9174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Entering Unmasked Estep 
Score: -1119502.625000 Penalty: 2262.783936
	Iteration 0F: 2 clusters Score -1119503 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -1112326.750000 Penalty: 4525.567871
	Iteration 0F: 3 clusters Score -1112327 nChanged 3777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -1114340.125000 Penalty: 4525.567871
	Iteration 1F: 3 clusters Score -1114340 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -1114622.250000 Penalty: 4525.567871
	Iteration 2F: 3 clusters Score -1114622 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -1114803.500000 Penalty: 4525.567871
	Iteration 3Q: 3 clusters Score -1114804 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -1114930.250000 Penalty: 4525.567871
	Iteration 4Q: 3 clusters Score -1114930 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -1115045.000000 Penalty: 4525.567871
	Iteration 5Q: 3 clusters Score -1115045 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -1115125.125000 Penalty: 4525.567871
	Iteration 6Q: 3 clusters Score -1115125 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -1115193.875000 Penalty: 4525.567871
	Iteration 7Q: 3 clusters Score -1115194 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -1115256.750000 Penalty: 4525.567871
	Iteration 8Q: 3 clusters Score -1115257 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -1115321.625000 Penalty: 4525.567871
	Iteration 9Q: 3 clusters Score -1115322 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -1115392.250000 Penalty: 4525.567871
	Iteration 10Q: 3 clusters Score -1115392 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -1115452.875000 Penalty: 4525.567871
	Iteration 11Q: 3 clusters Score -1115453 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -1115510.750000 Penalty: 4525.567871
	Iteration 12Q: 3 clusters Score -1115511 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -1115574.125000 Penalty: 4525.567871
	Iteration 13Q: 3 clusters Score -1115574 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -1115644.500000 Penalty: 4525.567871
	Iteration 14Q: 3 clusters Score -1115644 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -1115719.000000 Penalty: 4525.567871
	Iteration 15Q: 3 clusters Score -1115719 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -1115788.125000 Penalty: 4525.567871
	Iteration 16Q: 3 clusters Score -1115788 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -1115878.375000 Penalty: 4525.567871
	Iteration 17Q: 3 clusters Score -1115878 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -1115978.000000 Penalty: 4525.567871
	Iteration 18Q: 3 clusters Score -1115978 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -1116082.125000 Penalty: 4525.567871
	Iteration 19Q: 3 clusters Score -1116082 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -1116175.875000 Penalty: 4525.567871
	Iteration 20F: 3 clusters Score -1116176 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -1116295.625000 Penalty: 4525.567871
	Iteration 21Q: 3 clusters Score -1116296 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -1116409.875000 Penalty: 4525.567871
	Iteration 22Q: 3 clusters Score -1116410 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -1116534.875000 Penalty: 4525.567871
	Iteration 23Q: 3 clusters Score -1116535 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -1116681.500000 Penalty: 4525.567871
	Iteration 24Q: 3 clusters Score -1116682 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -1116824.750000 Penalty: 4525.567871
	Iteration 25Q: 3 clusters Score -1116825 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -1116952.625000 Penalty: 4525.567871
	Iteration 26Q: 3 clusters Score -1116953 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -1117068.125000 Penalty: 4525.567871
	Iteration 27Q: 3 clusters Score -1117068 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -1117151.250000 Penalty: 4525.567871
	Iteration 28Q: 3 clusters Score -1117151 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -1117217.500000 Penalty: 4525.567871
	Iteration 29Q: 3 clusters Score -1117218 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -1117276.125000 Penalty: 4525.567871
	Iteration 30Q: 3 clusters Score -1117276 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -1117319.625000 Penalty: 4525.567871
	Iteration 31Q: 3 clusters Score -1117320 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -1117353.625000 Penalty: 4525.567871
	Iteration 32Q: 3 clusters Score -1117354 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -1117381.625000 Penalty: 4525.567871
	Iteration 33Q: 3 clusters Score -1117382 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -1117409.500000 Penalty: 4525.567871
	Iteration 34Q: 3 clusters Score -1117410 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -1117431.250000 Penalty: 4525.567871
	Iteration 35Q: 3 clusters Score -1117431 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -1117444.250000 Penalty: 4525.567871
	Iteration 36Q: 3 clusters Score -1117444 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -1117453.250000 Penalty: 4525.567871
	Iteration 37Q: 3 clusters Score -1117453 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -1117458.375000 Penalty: 4525.567871
	Iteration 38Q: 3 clusters Score -1117458 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -1117464.000000 Penalty: 4525.567871
	Iteration 39Q: 3 clusters Score -1117464 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -1117469.000000 Penalty: 4525.567871
	Iteration 40F: 3 clusters Score -1117469 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -1117479.250000 Penalty: 4525.567871
	Iteration 41Q: 3 clusters Score -1117479 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -1117488.750000 Penalty: 4525.567871
	Iteration 42Q: 3 clusters Score -1117489 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -1117499.625000 Penalty: 4525.567871
	Iteration 43Q: 3 clusters Score -1117500 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -1117509.750000 Penalty: 4525.567871
	Iteration 44Q: 3 clusters Score -1117510 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -1117518.375000 Penalty: 4525.567871
	Iteration 45Q: 3 clusters Score -1117518 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -1117526.625000 Penalty: 4525.567871
	Iteration 46Q: 3 clusters Score -1117527 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -1117533.375000 Penalty: 4525.567871
	Iteration 47Q: 3 clusters Score -1117533 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -1117544.250000 Penalty: 4525.567871
	Iteration 48Q: 3 clusters Score -1117544 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -1117554.125000 Penalty: 4525.567871
	Iteration 49Q: 3 clusters Score -1117554 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -1117564.375000 Penalty: 4525.567871
	Iteration 50Q: 3 clusters Score -1117564 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -1117570.375000 Penalty: 4525.567871
	Iteration 51Q: 3 clusters Score -1117570 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -1117580.125000 Penalty: 4525.567871
	Iteration 52Q: 3 clusters Score -1117580 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -1117597.500000 Penalty: 4525.567871
	Iteration 53Q: 3 clusters Score -1117598 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -1117615.125000 Penalty: 4525.567871
	Iteration 54Q: 3 clusters Score -1117615 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -1117627.625000 Penalty: 4525.567871
	Iteration 55Q: 3 clusters Score -1117628 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -1117635.250000 Penalty: 4525.567871
	Iteration 56Q: 3 clusters Score -1117635 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -1117641.750000 Penalty: 4525.567871
	Iteration 57Q: 3 clusters Score -1117642 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -1117644.125000 Penalty: 4525.567871
	Iteration 58Q: 3 clusters Score -1117644 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -1117646.500000 Penalty: 4525.567871
	Iteration 59Q: 3 clusters Score -1117646 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -1117650.875000 Penalty: 4525.567871
	Iteration 60F: 3 clusters Score -1117651 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -1117651.875000 Penalty: 4525.567871
	Iteration 61Q: 3 clusters Score -1117652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -1117652.250000 Penalty: 4525.567871
	Iteration 62Q: 3 clusters Score -1117652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -1117652.750000 Penalty: 4525.567871
	Iteration 63Q: 3 clusters Score -1117653 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -1117652.625000 Penalty: 4525.567871
	Iteration 64Q: 3 clusters Score -1117653 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -1117652.625000 Penalty: 4525.567871
	Iteration 65F: 3 clusters Score -1117653 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (5297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Entering Unmasked Estep 
Score: -655582.187500 Penalty: 2126.574219
	Iteration 0F: 2 clusters Score -655582.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -650928.312500 Penalty: 4253.148438
	Iteration 0F: 3 clusters Score -650928.3 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -652073.562500 Penalty: 4253.148438
	Iteration 1F: 3 clusters Score -652073.6 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -652323.000000 Penalty: 4253.148438
	Iteration 2F: 3 clusters Score -652323 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -652500.937500 Penalty: 4253.148438
	Iteration 3F: 3 clusters Score -652500.9 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -652649.125000 Penalty: 4253.148438
	Iteration 4Q: 3 clusters Score -652649.1 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -652787.937500 Penalty: 4253.148438
	Iteration 5Q: 3 clusters Score -652787.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -652907.687500 Penalty: 4253.148438
	Iteration 6Q: 3 clusters Score -652907.7 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -653028.875000 Penalty: 4253.148438
	Iteration 7Q: 3 clusters Score -653028.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -653134.687500 Penalty: 4253.148438
	Iteration 8Q: 3 clusters Score -653134.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -653237.500000 Penalty: 4253.148438
	Iteration 9Q: 3 clusters Score -653237.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -653339.312500 Penalty: 4253.148438
	Iteration 10Q: 3 clusters Score -653339.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -653451.875000 Penalty: 4253.148438
	Iteration 11Q: 3 clusters Score -653451.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -653561.562500 Penalty: 4253.148438
	Iteration 12Q: 3 clusters Score -653561.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -653655.250000 Penalty: 4253.148438
	Iteration 13Q: 3 clusters Score -653655.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -653740.562500 Penalty: 4253.148438
	Iteration 14Q: 3 clusters Score -653740.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -653798.000000 Penalty: 4253.148438
	Iteration 15Q: 3 clusters Score -653798 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -653867.937500 Penalty: 4253.148438
	Iteration 16Q: 3 clusters Score -653867.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -653932.312500 Penalty: 4253.148438
	Iteration 17Q: 3 clusters Score -653932.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -653979.687500 Penalty: 4253.148438
	Iteration 18Q: 3 clusters Score -653979.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -654013.187500 Penalty: 4253.148438
	Iteration 19Q: 3 clusters Score -654013.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -654048.750000 Penalty: 4253.148438
	Iteration 20F: 3 clusters Score -654048.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -654080.125000 Penalty: 4253.148438
	Iteration 21Q: 3 clusters Score -654080.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -654102.250000 Penalty: 4253.148438
	Iteration 22Q: 3 clusters Score -654102.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -654114.062500 Penalty: 4253.148438
	Iteration 23Q: 3 clusters Score -654114.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -654126.187500 Penalty: 4253.148438
	Iteration 24Q: 3 clusters Score -654126.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -654136.625000 Penalty: 4253.148438
	Iteration 25Q: 3 clusters Score -654136.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -654147.437500 Penalty: 4253.148438
	Iteration 26Q: 3 clusters Score -654147.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -654156.875000 Penalty: 4253.148438
	Iteration 27Q: 3 clusters Score -654156.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -654165.937500 Penalty: 4253.148438
	Iteration 28Q: 3 clusters Score -654165.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -654172.437500 Penalty: 4253.148438
	Iteration 29Q: 3 clusters Score -654172.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -654179.062500 Penalty: 4253.148438
	Iteration 30Q: 3 clusters Score -654179.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -654185.812500 Penalty: 4253.148438
	Iteration 31Q: 3 clusters Score -654185.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -654191.562500 Penalty: 4253.148438
	Iteration 32Q: 3 clusters Score -654191.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -654194.500000 Penalty: 4253.148438
	Iteration 33Q: 3 clusters Score -654194.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -654199.187500 Penalty: 4253.148438
	Iteration 34Q: 3 clusters Score -654199.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -654202.625000 Penalty: 4253.148438
	Iteration 35Q: 3 clusters Score -654202.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -654204.750000 Penalty: 4253.148438
	Iteration 36Q: 3 clusters Score -654204.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -654205.750000 Penalty: 4253.148438
	Iteration 37Q: 3 clusters Score -654205.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -654206.937500 Penalty: 4253.148438
	Iteration 38Q: 3 clusters Score -654206.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -654208.375000 Penalty: 4253.148438
	Iteration 39Q: 3 clusters Score -654208.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -654209.062500 Penalty: 4253.148438
	Iteration 40F: 3 clusters Score -654209.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (27044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27044 members 
Entering Unmasked Estep 
Score: -3497469.000000 Penalty: 2530.894531
	Iteration 0F: 2 clusters Score -3497469 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13428 members 
Mstep: Class 2 contains 13616 members 
Entering Unmasked Estep 
Score: -3478885.500000 Penalty: 5061.789062
	Iteration 0F: 3 clusters Score -3478886 nChanged 12029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12927 members 
Mstep: Class 2 contains 14117 members 
Entering Unmasked Estep 
Score: -3485302.750000 Penalty: 5061.789062
	Iteration 1F: 3 clusters Score -3485303 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12579 members 
Mstep: Class 2 contains 14465 members 
Entering Unmasked Estep 
Score: -3485706.000000 Penalty: 5061.789062
	Iteration 2Q: 3 clusters Score -3485706 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12121 members 
Mstep: Class 2 contains 14923 members 
Entering Unmasked Estep 
Score: -3486067.750000 Penalty: 5061.789062
	Iteration 3Q: 3 clusters Score -3486068 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11499 members 
Mstep: Class 2 contains 15545 members 
Entering Unmasked Estep 
Score: -3486424.500000 Penalty: 5061.789062
	Iteration 4Q: 3 clusters Score -3486424 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10687 members 
Mstep: Class 2 contains 16357 members 
Entering Unmasked Estep 
Score: -3486839.500000 Penalty: 5061.789062
	Iteration 5Q: 3 clusters Score -3486840 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 17379 members 
Entering Unmasked Estep 
Score: -3487383.000000 Penalty: 5061.789062
	Iteration 6Q: 3 clusters Score -3487383 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 18723 members 
Entering Unmasked Estep 
Score: -3488214.000000 Penalty: 5061.789062
	Iteration 7F: 3 clusters Score -3488214 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 20343 members 
Entering Unmasked Estep 
Score: -3489338.250000 Penalty: 5061.789062
	Iteration 8F: 3 clusters Score -3489338 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 22186 members 
Entering Unmasked Estep 
Score: -3490850.250000 Penalty: 5061.789062
	Iteration 9F: 3 clusters Score -3490850 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 23974 members 
Entering Unmasked Estep 
Score: -3492476.250000 Penalty: 5061.789062
	Iteration 10F: 3 clusters Score -3492476 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 25366 members 
Entering Unmasked Estep 
Score: -3493776.750000 Penalty: 5061.789062
	Iteration 11F: 3 clusters Score -3493777 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 26171 members 
Entering Unmasked Estep 
Score: -3494538.000000 Penalty: 5061.789062
	Iteration 12Q: 3 clusters Score -3494538 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 26509 members 
Entering Unmasked Estep 
Score: -3494891.750000 Penalty: 5061.789062
	Iteration 13Q: 3 clusters Score -3494892 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 26654 members 
Entering Unmasked Estep 
Score: -3495042.500000 Penalty: 5061.789062
	Iteration 14Q: 3 clusters Score -3495042 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 26712 members 
Entering Unmasked Estep 
Score: -3495118.750000 Penalty: 5061.789062
	Iteration 15Q: 3 clusters Score -3495119 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 26736 members 
Entering Unmasked Estep 
Score: -3495170.000000 Penalty: 5061.789062
	Iteration 16Q: 3 clusters Score -3495170 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 26754 members 
Entering Unmasked Estep 
Score: -3495188.250000 Penalty: 5061.789062
	Iteration 17Q: 3 clusters Score -3495188 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 26762 members 
Entering Unmasked Estep 
Score: -3495208.750000 Penalty: 5061.789062
	Iteration 18Q: 3 clusters Score -3495209 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 26767 members 
Entering Unmasked Estep 
Score: -3495220.000000 Penalty: 5061.789062
	Iteration 19Q: 3 clusters Score -3495220 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 26770 members 
Entering Unmasked Estep 
Score: -3495225.750000 Penalty: 5061.789062
	Iteration 20F: 3 clusters Score -3495226 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (9442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Entering Unmasked Estep 
Score: -1187117.000000 Penalty: 2269.925049
	Iteration 0F: 2 clusters Score -1187117 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -1179808.375000 Penalty: 4539.850098
	Iteration 0F: 3 clusters Score -1179808 nChanged 3936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -1181953.750000 Penalty: 4539.850098
	Iteration 1F: 3 clusters Score -1181954 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -1182303.125000 Penalty: 4539.850098
	Iteration 2F: 3 clusters Score -1182303 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -1182547.500000 Penalty: 4539.850098
	Iteration 3F: 3 clusters Score -1182548 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -1182753.125000 Penalty: 4539.850098
	Iteration 4Q: 3 clusters Score -1182753 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -1182947.250000 Penalty: 4539.850098
	Iteration 5Q: 3 clusters Score -1182947 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -1183137.875000 Penalty: 4539.850098
	Iteration 6Q: 3 clusters Score -1183138 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -1183291.125000 Penalty: 4539.850098
	Iteration 7Q: 3 clusters Score -1183291 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -1183422.750000 Penalty: 4539.850098
	Iteration 8Q: 3 clusters Score -1183423 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -1183571.875000 Penalty: 4539.850098
	Iteration 9Q: 3 clusters Score -1183572 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -1183729.125000 Penalty: 4539.850098
	Iteration 10Q: 3 clusters Score -1183729 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -1183918.625000 Penalty: 4539.850098
	Iteration 11Q: 3 clusters Score -1183919 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -1184097.875000 Penalty: 4539.850098
	Iteration 12Q: 3 clusters Score -1184098 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -1184288.500000 Penalty: 4539.850098
	Iteration 13Q: 3 clusters Score -1184288 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -1184514.750000 Penalty: 4539.850098
	Iteration 14Q: 3 clusters Score -1184515 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -1184718.875000 Penalty: 4539.850098
	Iteration 15Q: 3 clusters Score -1184719 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -1184903.750000 Penalty: 4539.850098
	Iteration 16Q: 3 clusters Score -1184904 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -1185087.375000 Penalty: 4539.850098
	Iteration 17Q: 3 clusters Score -1185087 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -1185289.625000 Penalty: 4539.850098
	Iteration 18Q: 3 clusters Score -1185290 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -1185490.875000 Penalty: 4539.850098
	Iteration 19Q: 3 clusters Score -1185491 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -1185644.625000 Penalty: 4539.850098
	Iteration 20F: 3 clusters Score -1185645 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -1185741.625000 Penalty: 4539.850098
	Iteration 21Q: 3 clusters Score -1185742 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -1185795.125000 Penalty: 4539.850098
	Iteration 22Q: 3 clusters Score -1185795 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -1185833.375000 Penalty: 4539.850098
	Iteration 23Q: 3 clusters Score -1185833 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -1185853.375000 Penalty: 4539.850098
	Iteration 24Q: 3 clusters Score -1185853 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -1185864.125000 Penalty: 4539.850098
	Iteration 25Q: 3 clusters Score -1185864 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -1185873.375000 Penalty: 4539.850098
	Iteration 26Q: 3 clusters Score -1185873 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -1185886.625000 Penalty: 4539.850098
	Iteration 27Q: 3 clusters Score -1185887 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -1185901.375000 Penalty: 4539.850098
	Iteration 28Q: 3 clusters Score -1185901 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 8537 members 
Entering Unmasked Estep 
Score: -1185915.750000 Penalty: 4539.850098
	Iteration 29Q: 3 clusters Score -1185916 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -1185920.500000 Penalty: 4539.850098
	Iteration 30Q: 3 clusters Score -1185920 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -1185928.750000 Penalty: 4539.850098
	Iteration 31Q: 3 clusters Score -1185929 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -1185928.125000 Penalty: 4539.850098
	Iteration 32Q: 3 clusters Score -1185928 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -1185931.250000 Penalty: 4539.850098
	Iteration 33Q: 3 clusters Score -1185931 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -1185932.375000 Penalty: 4539.850098
	Iteration 34Q: 3 clusters Score -1185932 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -1185932.375000 Penalty: 4539.850098
	Iteration 35F: 3 clusters Score -1185932 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (9696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Entering Unmasked Estep 
Score: -1226034.500000 Penalty: 2276.508301
	Iteration 0F: 2 clusters Score -1226034 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -1218465.125000 Penalty: 4553.016602
	Iteration 0F: 3 clusters Score -1218465 nChanged 4131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -1220822.375000 Penalty: 4553.016602
	Iteration 1F: 3 clusters Score -1220822 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -1221235.750000 Penalty: 4553.016602
	Iteration 2F: 3 clusters Score -1221236 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -1221527.375000 Penalty: 4553.016602
	Iteration 3F: 3 clusters Score -1221527 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -1221779.375000 Penalty: 4553.016602
	Iteration 4F: 3 clusters Score -1221779 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -1222006.125000 Penalty: 4553.016602
	Iteration 5Q: 3 clusters Score -1222006 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -1222196.000000 Penalty: 4553.016602
	Iteration 6Q: 3 clusters Score -1222196 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -1222413.500000 Penalty: 4553.016602
	Iteration 7Q: 3 clusters Score -1222414 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -1222666.750000 Penalty: 4553.016602
	Iteration 8Q: 3 clusters Score -1222667 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -1222929.500000 Penalty: 4553.016602
	Iteration 9Q: 3 clusters Score -1222930 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -1223176.500000 Penalty: 4553.016602
	Iteration 10Q: 3 clusters Score -1223176 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -1223384.000000 Penalty: 4553.016602
	Iteration 11Q: 3 clusters Score -1223384 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -1223601.875000 Penalty: 4553.016602
	Iteration 12Q: 3 clusters Score -1223602 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -1223847.250000 Penalty: 4553.016602
	Iteration 13Q: 3 clusters Score -1223847 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -1224058.125000 Penalty: 4553.016602
	Iteration 14Q: 3 clusters Score -1224058 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -1224230.125000 Penalty: 4553.016602
	Iteration 15Q: 3 clusters Score -1224230 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -1224367.625000 Penalty: 4553.016602
	Iteration 16Q: 3 clusters Score -1224368 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -1224481.250000 Penalty: 4553.016602
	Iteration 17Q: 3 clusters Score -1224481 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -1224567.625000 Penalty: 4553.016602
	Iteration 18Q: 3 clusters Score -1224568 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -1224638.750000 Penalty: 4553.016602
	Iteration 19Q: 3 clusters Score -1224639 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -1224693.000000 Penalty: 4553.016602
	Iteration 20F: 3 clusters Score -1224693 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -1224749.250000 Penalty: 4553.016602
	Iteration 21Q: 3 clusters Score -1224749 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -1224812.875000 Penalty: 4553.016602
	Iteration 22Q: 3 clusters Score -1224813 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -1224873.000000 Penalty: 4553.016602
	Iteration 23Q: 3 clusters Score -1224873 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -1224944.125000 Penalty: 4553.016602
	Iteration 24Q: 3 clusters Score -1224944 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -1224995.250000 Penalty: 4553.016602
	Iteration 25Q: 3 clusters Score -1224995 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -1225040.625000 Penalty: 4553.016602
	Iteration 26Q: 3 clusters Score -1225041 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -1225094.500000 Penalty: 4553.016602
	Iteration 27Q: 3 clusters Score -1225094 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -1225182.750000 Penalty: 4553.016602
	Iteration 28Q: 3 clusters Score -1225183 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -1225292.500000 Penalty: 4553.016602
	Iteration 29Q: 3 clusters Score -1225292 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -1225402.375000 Penalty: 4553.016602
	Iteration 30Q: 3 clusters Score -1225402 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -1225482.625000 Penalty: 4553.016602
	Iteration 31Q: 3 clusters Score -1225483 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -1225517.750000 Penalty: 4553.016602
	Iteration 32Q: 3 clusters Score -1225518 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -1225539.500000 Penalty: 4553.016602
	Iteration 33Q: 3 clusters Score -1225540 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -1225550.750000 Penalty: 4553.016602
	Iteration 34Q: 3 clusters Score -1225551 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -1225557.250000 Penalty: 4553.016602
	Iteration 35Q: 3 clusters Score -1225557 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -1225568.375000 Penalty: 4553.016602
	Iteration 36Q: 3 clusters Score -1225568 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -1225567.000000 Penalty: 4553.016602
	Iteration 37Q: 3 clusters Score -1225567 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -1225569.625000 Penalty: 4553.016602
	Iteration 38Q: 3 clusters Score -1225570 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -1225569.000000 Penalty: 4553.016602
	Iteration 39Q: 3 clusters Score -1225569 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -1225570.500000 Penalty: 4553.016602
	Iteration 40F: 3 clusters Score -1225570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -1225572.500000 Penalty: 4553.016602
	Iteration 41Q: 3 clusters Score -1225572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -1225572.875000 Penalty: 4553.016602
	Iteration 42Q: 3 clusters Score -1225573 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -1225575.875000 Penalty: 4553.016602
	Iteration 43Q: 3 clusters Score -1225576 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -1225575.875000 Penalty: 4553.016602
	Iteration 44Q: 3 clusters Score -1225576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -1225575.250000 Penalty: 4553.016602
	Iteration 45Q: 3 clusters Score -1225575 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -1225576.000000 Penalty: 4553.016602
	Iteration 46Q: 3 clusters Score -1225576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -1225576.000000 Penalty: 4553.016602
	Iteration 47Q: 3 clusters Score -1225576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -1225575.500000 Penalty: 4553.016602
	Iteration 48Q: 3 clusters Score -1225576 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -1225575.500000 Penalty: 4553.016602
	Iteration 49F: 3 clusters Score -1225576 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (8382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Entering Unmasked Estep 
Score: -1054267.375000 Penalty: 2240.392822
	Iteration 0F: 2 clusters Score -1054267 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -1047612.812500 Penalty: 4480.785645
	Iteration 0F: 3 clusters Score -1047613 nChanged 3403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -1049525.000000 Penalty: 4480.785645
	Iteration 1F: 3 clusters Score -1049525 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -1049870.250000 Penalty: 4480.785645
	Iteration 2F: 3 clusters Score -1049870 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -1050105.000000 Penalty: 4480.785645
	Iteration 3F: 3 clusters Score -1050105 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -1050300.875000 Penalty: 4480.785645
	Iteration 4Q: 3 clusters Score -1050301 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -1050469.375000 Penalty: 4480.785645
	Iteration 5Q: 3 clusters Score -1050469 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -1050631.625000 Penalty: 4480.785645
	Iteration 6Q: 3 clusters Score -1050632 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -1050762.750000 Penalty: 4480.785645
	Iteration 7Q: 3 clusters Score -1050763 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -1050878.250000 Penalty: 4480.785645
	Iteration 8Q: 3 clusters Score -1050878 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -1050974.625000 Penalty: 4480.785645
	Iteration 9Q: 3 clusters Score -1050975 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -1051073.500000 Penalty: 4480.785645
	Iteration 10Q: 3 clusters Score -1051074 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -1051166.375000 Penalty: 4480.785645
	Iteration 11Q: 3 clusters Score -1051166 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -1051244.000000 Penalty: 4480.785645
	Iteration 12Q: 3 clusters Score -1051244 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -1051308.750000 Penalty: 4480.785645
	Iteration 13Q: 3 clusters Score -1051309 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -1051362.375000 Penalty: 4480.785645
	Iteration 14Q: 3 clusters Score -1051362 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -1051410.000000 Penalty: 4480.785645
	Iteration 15Q: 3 clusters Score -1051410 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -1051445.625000 Penalty: 4480.785645
	Iteration 16Q: 3 clusters Score -1051446 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -1051465.750000 Penalty: 4480.785645
	Iteration 17Q: 3 clusters Score -1051466 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -1051488.250000 Penalty: 4480.785645
	Iteration 18Q: 3 clusters Score -1051488 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -1051503.375000 Penalty: 4480.785645
	Iteration 19Q: 3 clusters Score -1051503 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -1051516.875000 Penalty: 4480.785645
	Iteration 20F: 3 clusters Score -1051517 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -1051524.625000 Penalty: 4480.785645
	Iteration 21Q: 3 clusters Score -1051525 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -1051534.000000 Penalty: 4480.785645
	Iteration 22Q: 3 clusters Score -1051534 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -1051543.125000 Penalty: 4480.785645
	Iteration 23Q: 3 clusters Score -1051543 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -1051549.625000 Penalty: 4480.785645
	Iteration 24Q: 3 clusters Score -1051550 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -1051554.000000 Penalty: 4480.785645
	Iteration 25Q: 3 clusters Score -1051554 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -1051554.000000 Penalty: 4480.785645
	Iteration 26Q: 3 clusters Score -1051554 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -1051559.500000 Penalty: 4480.785645
	Iteration 27Q: 3 clusters Score -1051560 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -1051562.250000 Penalty: 4480.785645
	Iteration 28Q: 3 clusters Score -1051562 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -1051566.375000 Penalty: 4480.785645
	Iteration 29Q: 3 clusters Score -1051566 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -1051570.500000 Penalty: 4480.785645
	Iteration 30Q: 3 clusters Score -1051570 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -1051571.500000 Penalty: 4480.785645
	Iteration 31Q: 3 clusters Score -1051572 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -1051574.500000 Penalty: 4480.785645
	Iteration 32Q: 3 clusters Score -1051574 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -1051576.000000 Penalty: 4480.785645
	Iteration 33Q: 3 clusters Score -1051576 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -1051577.125000 Penalty: 4480.785645
	Iteration 34Q: 3 clusters Score -1051577 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -1051576.125000 Penalty: 4480.785645
	Iteration 35Q: 3 clusters Score -1051576 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -1051577.625000 Penalty: 4480.785645
	Iteration 36Q: 3 clusters Score -1051578 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -1051579.000000 Penalty: 4480.785645
	Iteration 37Q: 3 clusters Score -1051579 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -1051579.125000 Penalty: 4480.785645
	Iteration 38Q: 3 clusters Score -1051579 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -1051580.125000 Penalty: 4480.785645
	Iteration 39Q: 3 clusters Score -1051580 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -1051583.125000 Penalty: 4480.785645
	Iteration 40F: 3 clusters Score -1051583 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -1051584.125000 Penalty: 4480.785645
	Iteration 41Q: 3 clusters Score -1051584 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -1051584.125000 Penalty: 4480.785645
	Iteration 42Q: 3 clusters Score -1051584 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -1051585.250000 Penalty: 4480.785645
	Iteration 43Q: 3 clusters Score -1051585 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -1051583.250000 Penalty: 4480.785645
	Iteration 44Q: 3 clusters Score -1051583 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -1051582.625000 Penalty: 4480.785645
	Iteration 45Q: 3 clusters Score -1051583 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -1051584.500000 Penalty: 4480.785645
	Iteration 46Q: 3 clusters Score -1051584 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -1051584.500000 Penalty: 4480.785645
	Iteration 47F: 3 clusters Score -1051584 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (163102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163102 members 
Entering Unmasked Estep 
Score: -20907828.000000 Penalty: 2976.528564
	Iteration 0F: 2 clusters Score -2.090783e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81637 members 
Mstep: Class 2 contains 81465 members 
Entering Unmasked Estep 
Score: -20798430.000000 Penalty: 5953.057129
	Iteration 0F: 3 clusters Score -2.079843e+07 nChanged 78116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83125 members 
Mstep: Class 2 contains 79977 members 
Entering Unmasked Estep 
Score: -20843956.000000 Penalty: 5953.057129
	Iteration 1F: 3 clusters Score -2.084396e+07 nChanged 4737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84458 members 
Mstep: Class 2 contains 78644 members 
Entering Unmasked Estep 
Score: -20844868.000000 Penalty: 5953.057129
	Iteration 2Q: 3 clusters Score -2.084487e+07 nChanged 4859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86511 members 
Mstep: Class 2 contains 76591 members 
Entering Unmasked Estep 
Score: -20845932.000000 Penalty: 5953.057129
	Iteration 3Q: 3 clusters Score -2.084593e+07 nChanged 5315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89572 members 
Mstep: Class 2 contains 73530 members 
Entering Unmasked Estep 
Score: -20847350.000000 Penalty: 5953.057129
	Iteration 4Q: 3 clusters Score -2.084735e+07 nChanged 6268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94158 members 
Mstep: Class 2 contains 68944 members 
Entering Unmasked Estep 
Score: -20849330.000000 Penalty: 5953.057129
	Iteration 5Q: 3 clusters Score -2.084933e+07 nChanged 7730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100620 members 
Mstep: Class 2 contains 62482 members 
Entering Unmasked Estep 
Score: -20852732.000000 Penalty: 5953.057129
	Iteration 6Q: 3 clusters Score -2.085273e+07 nChanged 9660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109424 members 
Mstep: Class 2 contains 53678 members 
Entering Unmasked Estep 
Score: -20858056.000000 Penalty: 5953.057129
	Iteration 7F: 3 clusters Score -2.085806e+07 nChanged 11766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120776 members 
Mstep: Class 2 contains 42326 members 
Entering Unmasked Estep 
Score: -20866382.000000 Penalty: 5953.057129
	Iteration 8F: 3 clusters Score -2.086638e+07 nChanged 12545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133139 members 
Mstep: Class 2 contains 29963 members 
Entering Unmasked Estep 
Score: -20876912.000000 Penalty: 5953.057129
	Iteration 9F: 3 clusters Score -2.087691e+07 nChanged 11152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144231 members 
Mstep: Class 2 contains 18871 members 
Entering Unmasked Estep 
Score: -20887670.000000 Penalty: 5953.057129
	Iteration 10F: 3 clusters Score -2.088767e+07 nChanged 8007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152232 members 
Mstep: Class 2 contains 10870 members 
Entering Unmasked Estep 
Score: -20895774.000000 Penalty: 5953.057129
	Iteration 11Q: 3 clusters Score -2.089577e+07 nChanged 4387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156597 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -20900070.000000 Penalty: 5953.057129
	Iteration 12Q: 3 clusters Score -2.090007e+07 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158815 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -20902218.000000 Penalty: 5953.057129
	Iteration 13Q: 3 clusters Score -2.090222e+07 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160147 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -20903300.000000 Penalty: 5953.057129
	Iteration 14Q: 3 clusters Score -2.09033e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161021 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -20904022.000000 Penalty: 5953.057129
	Iteration 15Q: 3 clusters Score -2.090402e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161585 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -20904492.000000 Penalty: 5953.057129
	Iteration 16Q: 3 clusters Score -2.090449e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161896 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -20904678.000000 Penalty: 5953.057129
	Iteration 17Q: 3 clusters Score -2.090468e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162105 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -20904834.000000 Penalty: 5953.057129
	Iteration 18Q: 3 clusters Score -2.090483e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162237 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -20904974.000000 Penalty: 5953.057129
	Iteration 19Q: 3 clusters Score -2.090497e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162328 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -20905032.000000 Penalty: 5953.057129
	Iteration 20F: 3 clusters Score -2.090503e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162386 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -20905042.000000 Penalty: 5953.057129
	Iteration 21Q: 3 clusters Score -2.090504e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162420 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -20905098.000000 Penalty: 5953.057129
	Iteration 22Q: 3 clusters Score -2.09051e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162445 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -20905104.000000 Penalty: 5953.057129
	Iteration 23Q: 3 clusters Score -2.09051e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162466 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -20905114.000000 Penalty: 5953.057129
	Iteration 24Q: 3 clusters Score -2.090511e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162482 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -20905124.000000 Penalty: 5953.057129
	Iteration 25Q: 3 clusters Score -2.090512e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162494 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -20905128.000000 Penalty: 5953.057129
	Iteration 26Q: 3 clusters Score -2.090513e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162508 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -20905140.000000 Penalty: 5953.057129
	Iteration 27Q: 3 clusters Score -2.090514e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162516 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -20905142.000000 Penalty: 5953.057129
	Iteration 28Q: 3 clusters Score -2.090514e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162527 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -20905140.000000 Penalty: 5953.057129
	Iteration 29Q: 3 clusters Score -2.090514e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162536 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -20905154.000000 Penalty: 5953.057129
	Iteration 30Q: 3 clusters Score -2.090515e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162544 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -20905166.000000 Penalty: 5953.057129
	Iteration 31Q: 3 clusters Score -2.090517e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162552 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -20905168.000000 Penalty: 5953.057129
	Iteration 32Q: 3 clusters Score -2.090517e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162559 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -20905182.000000 Penalty: 5953.057129
	Iteration 33Q: 3 clusters Score -2.090518e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162564 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -20905190.000000 Penalty: 5953.057129
	Iteration 34Q: 3 clusters Score -2.090519e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162567 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -20905194.000000 Penalty: 5953.057129
	Iteration 35Q: 3 clusters Score -2.090519e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162569 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -20905192.000000 Penalty: 5953.057129
	Iteration 36Q: 3 clusters Score -2.090519e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162573 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -20905208.000000 Penalty: 5953.057129
	Iteration 37Q: 3 clusters Score -2.090521e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162578 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -20905206.000000 Penalty: 5953.057129
	Iteration 38Q: 3 clusters Score -2.090521e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162582 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -20905218.000000 Penalty: 5953.057129
	Iteration 39Q: 3 clusters Score -2.090522e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162586 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -20905228.000000 Penalty: 5953.057129
	Iteration 40F: 3 clusters Score -2.090523e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162587 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -20905202.000000 Penalty: 5953.057129
	Iteration 41Q: 3 clusters Score -2.09052e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162584 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -20905210.000000 Penalty: 5953.057129
	Iteration 42Q: 3 clusters Score -2.090521e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162585 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -20905212.000000 Penalty: 5953.057129
	Iteration 43Q: 3 clusters Score -2.090521e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162584 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -20905214.000000 Penalty: 5953.057129
	Iteration 44Q: 3 clusters Score -2.090521e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162584 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -20905214.000000 Penalty: 5953.057129
	Iteration 45F: 3 clusters Score -2.090521e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (41538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41538 members 
Entering Unmasked Estep 
Score: -5244881.000000 Penalty: 2637.322266
	Iteration 0F: 2 clusters Score -5244881 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20744 members 
Mstep: Class 2 contains 20794 members 
Entering Unmasked Estep 
Score: -5216662.000000 Penalty: 5274.644531
	Iteration 0F: 3 clusters Score -5216662 nChanged 19009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20815 members 
Mstep: Class 2 contains 20723 members 
Entering Unmasked Estep 
Score: -5227241.000000 Penalty: 5274.644531
	Iteration 1F: 3 clusters Score -5227241 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20857 members 
Mstep: Class 2 contains 20681 members 
Entering Unmasked Estep 
Score: -5227771.500000 Penalty: 5274.644531
	Iteration 2Q: 3 clusters Score -5227772 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20908 members 
Mstep: Class 2 contains 20630 members 
Entering Unmasked Estep 
Score: -5228304.000000 Penalty: 5274.644531
	Iteration 3Q: 3 clusters Score -5228304 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20989 members 
Mstep: Class 2 contains 20549 members 
Entering Unmasked Estep 
Score: -5228877.000000 Penalty: 5274.644531
	Iteration 4Q: 3 clusters Score -5228877 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21116 members 
Mstep: Class 2 contains 20422 members 
Entering Unmasked Estep 
Score: -5229483.500000 Penalty: 5274.644531
	Iteration 5Q: 3 clusters Score -5229484 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21279 members 
Mstep: Class 2 contains 20259 members 
Entering Unmasked Estep 
Score: -5230449.500000 Penalty: 5274.644531
	Iteration 6Q: 3 clusters Score -5230450 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21468 members 
Mstep: Class 2 contains 20070 members 
Entering Unmasked Estep 
Score: -5231654.500000 Penalty: 5274.644531
	Iteration 7F: 3 clusters Score -5231654 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21710 members 
Mstep: Class 2 contains 19828 members 
Entering Unmasked Estep 
Score: -5233173.500000 Penalty: 5274.644531
	Iteration 8F: 3 clusters Score -5233174 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21910 members 
Mstep: Class 2 contains 19628 members 
Entering Unmasked Estep 
Score: -5234856.500000 Penalty: 5274.644531
	Iteration 9F: 3 clusters Score -5234856 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21997 members 
Mstep: Class 2 contains 19541 members 
Entering Unmasked Estep 
Score: -5236602.500000 Penalty: 5274.644531
	Iteration 10F: 3 clusters Score -5236602 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21930 members 
Mstep: Class 2 contains 19608 members 
Entering Unmasked Estep 
Score: -5237978.000000 Penalty: 5274.644531
	Iteration 11F: 3 clusters Score -5237978 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21861 members 
Mstep: Class 2 contains 19677 members 
Entering Unmasked Estep 
Score: -5238930.000000 Penalty: 5274.644531
	Iteration 12Q: 3 clusters Score -5238930 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21788 members 
Mstep: Class 2 contains 19750 members 
Entering Unmasked Estep 
Score: -5239432.000000 Penalty: 5274.644531
	Iteration 13Q: 3 clusters Score -5239432 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21757 members 
Mstep: Class 2 contains 19781 members 
Entering Unmasked Estep 
Score: -5239685.500000 Penalty: 5274.644531
	Iteration 14Q: 3 clusters Score -5239686 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21721 members 
Mstep: Class 2 contains 19817 members 
Entering Unmasked Estep 
Score: -5239812.000000 Penalty: 5274.644531
	Iteration 15Q: 3 clusters Score -5239812 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21702 members 
Mstep: Class 2 contains 19836 members 
Entering Unmasked Estep 
Score: -5239900.000000 Penalty: 5274.644531
	Iteration 16Q: 3 clusters Score -5239900 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21689 members 
Mstep: Class 2 contains 19849 members 
Entering Unmasked Estep 
Score: -5239944.000000 Penalty: 5274.644531
	Iteration 17Q: 3 clusters Score -5239944 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21645 members 
Mstep: Class 2 contains 19893 members 
Entering Unmasked Estep 
Score: -5239985.000000 Penalty: 5274.644531
	Iteration 18Q: 3 clusters Score -5239985 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21587 members 
Mstep: Class 2 contains 19951 members 
Entering Unmasked Estep 
Score: -5240005.500000 Penalty: 5274.644531
	Iteration 19Q: 3 clusters Score -5240006 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21524 members 
Mstep: Class 2 contains 20014 members 
Entering Unmasked Estep 
Score: -5240044.000000 Penalty: 5274.644531
	Iteration 20F: 3 clusters Score -5240044 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21440 members 
Mstep: Class 2 contains 20098 members 
Entering Unmasked Estep 
Score: -5240041.000000 Penalty: 5274.644531
	Iteration 21Q: 3 clusters Score -5240041 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21376 members 
Mstep: Class 2 contains 20162 members 
Entering Unmasked Estep 
Score: -5240053.000000 Penalty: 5274.644531
	Iteration 22Q: 3 clusters Score -5240053 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21305 members 
Mstep: Class 2 contains 20233 members 
Entering Unmasked Estep 
Score: -5240074.500000 Penalty: 5274.644531
	Iteration 23Q: 3 clusters Score -5240074 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21235 members 
Mstep: Class 2 contains 20303 members 
Entering Unmasked Estep 
Score: -5240093.500000 Penalty: 5274.644531
	Iteration 24Q: 3 clusters Score -5240094 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21166 members 
Mstep: Class 2 contains 20372 members 
Entering Unmasked Estep 
Score: -5240096.500000 Penalty: 5274.644531
	Iteration 25Q: 3 clusters Score -5240096 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21103 members 
Mstep: Class 2 contains 20435 members 
Entering Unmasked Estep 
Score: -5240093.000000 Penalty: 5274.644531
	Iteration 26Q: 3 clusters Score -5240093 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21032 members 
Mstep: Class 2 contains 20506 members 
Entering Unmasked Estep 
Score: -5240105.000000 Penalty: 5274.644531
	Iteration 27Q: 3 clusters Score -5240105 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20971 members 
Mstep: Class 2 contains 20567 members 
Entering Unmasked Estep 
Score: -5240113.500000 Penalty: 5274.644531
	Iteration 28Q: 3 clusters Score -5240114 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20921 members 
Mstep: Class 2 contains 20617 members 
Entering Unmasked Estep 
Score: -5240126.000000 Penalty: 5274.644531
	Iteration 29Q: 3 clusters Score -5240126 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20874 members 
Mstep: Class 2 contains 20664 members 
Entering Unmasked Estep 
Score: -5240117.000000 Penalty: 5274.644531
	Iteration 30Q: 3 clusters Score -5240117 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20827 members 
Mstep: Class 2 contains 20711 members 
Entering Unmasked Estep 
Score: -5240120.000000 Penalty: 5274.644531
	Iteration 31Q: 3 clusters Score -5240120 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20780 members 
Mstep: Class 2 contains 20758 members 
Entering Unmasked Estep 
Score: -5240135.000000 Penalty: 5274.644531
	Iteration 32Q: 3 clusters Score -5240135 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20739 members 
Mstep: Class 2 contains 20799 members 
Entering Unmasked Estep 
Score: -5240148.000000 Penalty: 5274.644531
	Iteration 33Q: 3 clusters Score -5240148 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20695 members 
Mstep: Class 2 contains 20843 members 
Entering Unmasked Estep 
Score: -5240156.500000 Penalty: 5274.644531
	Iteration 34Q: 3 clusters Score -5240156 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20653 members 
Mstep: Class 2 contains 20885 members 
Entering Unmasked Estep 
Score: -5240163.000000 Penalty: 5274.644531
	Iteration 35Q: 3 clusters Score -5240163 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20610 members 
Mstep: Class 2 contains 20928 members 
Entering Unmasked Estep 
Score: -5240151.500000 Penalty: 5274.644531
	Iteration 36Q: 3 clusters Score -5240152 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20568 members 
Mstep: Class 2 contains 20970 members 
Entering Unmasked Estep 
Score: -5240155.000000 Penalty: 5274.644531
	Iteration 37Q: 3 clusters Score -5240155 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20533 members 
Mstep: Class 2 contains 21005 members 
Entering Unmasked Estep 
Score: -5240159.500000 Penalty: 5274.644531
	Iteration 38Q: 3 clusters Score -5240160 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20495 members 
Mstep: Class 2 contains 21043 members 
Entering Unmasked Estep 
Score: -5240167.000000 Penalty: 5274.644531
	Iteration 39Q: 3 clusters Score -5240167 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20466 members 
Mstep: Class 2 contains 21072 members 
Entering Unmasked Estep 
Score: -5240168.000000 Penalty: 5274.644531
	Iteration 40F: 3 clusters Score -5240168 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20444 members 
Mstep: Class 2 contains 21094 members 
Entering Unmasked Estep 
Score: -5240160.500000 Penalty: 5274.644531
	Iteration 41Q: 3 clusters Score -5240160 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20426 members 
Mstep: Class 2 contains 21112 members 
Entering Unmasked Estep 
Score: -5240151.500000 Penalty: 5274.644531
	Iteration 42Q: 3 clusters Score -5240152 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20412 members 
Mstep: Class 2 contains 21126 members 
Entering Unmasked Estep 
Score: -5240153.500000 Penalty: 5274.644531
	Iteration 43Q: 3 clusters Score -5240154 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20391 members 
Mstep: Class 2 contains 21147 members 
Entering Unmasked Estep 
Score: -5240159.000000 Penalty: 5274.644531
	Iteration 44Q: 3 clusters Score -5240159 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20364 members 
Mstep: Class 2 contains 21174 members 
Entering Unmasked Estep 
Score: -5240157.500000 Penalty: 5274.644531
	Iteration 45Q: 3 clusters Score -5240158 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20335 members 
Mstep: Class 2 contains 21203 members 
Entering Unmasked Estep 
Score: -5240152.000000 Penalty: 5274.644531
	Iteration 46Q: 3 clusters Score -5240152 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20310 members 
Mstep: Class 2 contains 21228 members 
Entering Unmasked Estep 
Score: -5240155.500000 Penalty: 5274.644531
	Iteration 47Q: 3 clusters Score -5240156 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20284 members 
Mstep: Class 2 contains 21254 members 
Entering Unmasked Estep 
Score: -5240168.000000 Penalty: 5274.644531
	Iteration 48Q: 3 clusters Score -5240168 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20269 members 
Mstep: Class 2 contains 21269 members 
Entering Unmasked Estep 
Score: -5240164.500000 Penalty: 5274.644531
	Iteration 49Q: 3 clusters Score -5240164 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20248 members 
Mstep: Class 2 contains 21290 members 
Entering Unmasked Estep 
Score: -5240169.500000 Penalty: 5274.644531
	Iteration 50Q: 3 clusters Score -5240170 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20230 members 
Mstep: Class 2 contains 21308 members 
Entering Unmasked Estep 
Score: -5240165.000000 Penalty: 5274.644531
	Iteration 51Q: 3 clusters Score -5240165 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20206 members 
Mstep: Class 2 contains 21332 members 
Entering Unmasked Estep 
Score: -5240164.000000 Penalty: 5274.644531
	Iteration 52Q: 3 clusters Score -5240164 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20189 members 
Mstep: Class 2 contains 21349 members 
Entering Unmasked Estep 
Score: -5240169.500000 Penalty: 5274.644531
	Iteration 53Q: 3 clusters Score -5240170 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20177 members 
Mstep: Class 2 contains 21361 members 
Entering Unmasked Estep 
Score: -5240173.000000 Penalty: 5274.644531
	Iteration 54Q: 3 clusters Score -5240173 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20169 members 
Mstep: Class 2 contains 21369 members 
Entering Unmasked Estep 
Score: -5240159.500000 Penalty: 5274.644531
	Iteration 55Q: 3 clusters Score -5240160 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20160 members 
Mstep: Class 2 contains 21378 members 
Entering Unmasked Estep 
Score: -5240161.000000 Penalty: 5274.644531
	Iteration 56Q: 3 clusters Score -5240161 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20154 members 
Mstep: Class 2 contains 21384 members 
Entering Unmasked Estep 
Score: -5240158.500000 Penalty: 5274.644531
	Iteration 57Q: 3 clusters Score -5240158 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20143 members 
Mstep: Class 2 contains 21395 members 
Entering Unmasked Estep 
Score: -5240159.500000 Penalty: 5274.644531
	Iteration 58Q: 3 clusters Score -5240160 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20133 members 
Mstep: Class 2 contains 21405 members 
Entering Unmasked Estep 
Score: -5240159.500000 Penalty: 5274.644531
	Iteration 59Q: 3 clusters Score -5240160 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20122 members 
Mstep: Class 2 contains 21416 members 
Entering Unmasked Estep 
Score: -5240168.000000 Penalty: 5274.644531
	Iteration 60F: 3 clusters Score -5240168 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20109 members 
Mstep: Class 2 contains 21429 members 
Entering Unmasked Estep 
Score: -5240163.500000 Penalty: 5274.644531
	Iteration 61Q: 3 clusters Score -5240164 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20090 members 
Mstep: Class 2 contains 21448 members 
Entering Unmasked Estep 
Score: -5240158.500000 Penalty: 5274.644531
	Iteration 62Q: 3 clusters Score -5240158 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20064 members 
Mstep: Class 2 contains 21474 members 
Entering Unmasked Estep 
Score: -5240164.500000 Penalty: 5274.644531
	Iteration 63Q: 3 clusters Score -5240164 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20043 members 
Mstep: Class 2 contains 21495 members 
Entering Unmasked Estep 
Score: -5240161.000000 Penalty: 5274.644531
	Iteration 64Q: 3 clusters Score -5240161 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20020 members 
Mstep: Class 2 contains 21518 members 
Entering Unmasked Estep 
Score: -5240160.000000 Penalty: 5274.644531
	Iteration 65Q: 3 clusters Score -5240160 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20000 members 
Mstep: Class 2 contains 21538 members 
Entering Unmasked Estep 
Score: -5240156.500000 Penalty: 5274.644531
	Iteration 66Q: 3 clusters Score -5240156 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19976 members 
Mstep: Class 2 contains 21562 members 
Entering Unmasked Estep 
Score: -5240167.000000 Penalty: 5274.644531
	Iteration 67Q: 3 clusters Score -5240167 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19952 members 
Mstep: Class 2 contains 21586 members 
Entering Unmasked Estep 
Score: -5240163.500000 Penalty: 5274.644531
	Iteration 68Q: 3 clusters Score -5240164 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19930 members 
Mstep: Class 2 contains 21608 members 
Entering Unmasked Estep 
Score: -5240158.500000 Penalty: 5274.644531
	Iteration 69Q: 3 clusters Score -5240158 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19914 members 
Mstep: Class 2 contains 21624 members 
Entering Unmasked Estep 
Score: -5240163.500000 Penalty: 5274.644531
	Iteration 70Q: 3 clusters Score -5240164 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19891 members 
Mstep: Class 2 contains 21647 members 
Entering Unmasked Estep 
Score: -5240164.500000 Penalty: 5274.644531
	Iteration 71Q: 3 clusters Score -5240164 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19871 members 
Mstep: Class 2 contains 21667 members 
Entering Unmasked Estep 
Score: -5240164.500000 Penalty: 5274.644531
	Iteration 72Q: 3 clusters Score -5240164 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19845 members 
Mstep: Class 2 contains 21693 members 
Entering Unmasked Estep 
Score: -5240161.000000 Penalty: 5274.644531
	Iteration 73Q: 3 clusters Score -5240161 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19819 members 
Mstep: Class 2 contains 21719 members 
Entering Unmasked Estep 
Score: -5240174.000000 Penalty: 5274.644531
	Iteration 74Q: 3 clusters Score -5240174 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19797 members 
Mstep: Class 2 contains 21741 members 
Entering Unmasked Estep 
Score: -5240170.000000 Penalty: 5274.644531
	Iteration 75Q: 3 clusters Score -5240170 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19775 members 
Mstep: Class 2 contains 21763 members 
Entering Unmasked Estep 
Score: -5240163.000000 Penalty: 5274.644531
	Iteration 76Q: 3 clusters Score -5240163 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19755 members 
Mstep: Class 2 contains 21783 members 
Entering Unmasked Estep 
Score: -5240168.000000 Penalty: 5274.644531
	Iteration 77Q: 3 clusters Score -5240168 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19739 members 
Mstep: Class 2 contains 21799 members 
Entering Unmasked Estep 
Score: -5240162.500000 Penalty: 5274.644531
	Iteration 78Q: 3 clusters Score -5240162 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19727 members 
Mstep: Class 2 contains 21811 members 
Entering Unmasked Estep 
Score: -5240162.000000 Penalty: 5274.644531
	Iteration 79Q: 3 clusters Score -5240162 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19707 members 
Mstep: Class 2 contains 21831 members 
Entering Unmasked Estep 
Score: -5240155.500000 Penalty: 5274.644531
	Iteration 80F: 3 clusters Score -5240156 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19681 members 
Mstep: Class 2 contains 21857 members 
Entering Unmasked Estep 
Score: -5240162.500000 Penalty: 5274.644531
	Iteration 81Q: 3 clusters Score -5240162 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19659 members 
Mstep: Class 2 contains 21879 members 
Entering Unmasked Estep 
Score: -5240178.000000 Penalty: 5274.644531
	Iteration 82Q: 3 clusters Score -5240178 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19642 members 
Mstep: Class 2 contains 21896 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -5240186 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19626 members 
Mstep: Class 2 contains 21912 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -5240182 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19597 members 
Mstep: Class 2 contains 21941 members 
Entering Unmasked Estep 
Score: -5240186.500000 Penalty: 5274.644531
	Iteration 85Q: 3 clusters Score -5240186 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19565 members 
Mstep: Class 2 contains 21973 members 
Entering Unmasked Estep 
Score: -5240178.500000 Penalty: 5274.644531
	Iteration 86Q: 3 clusters Score -5240178 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19534 members 
Mstep: Class 2 contains 22004 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -5240189 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19505 members 
Mstep: Class 2 contains 22033 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -5240186 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19472 members 
Mstep: Class 2 contains 22066 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -5240184 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19433 members 
Mstep: Class 2 contains 22105 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -5240178 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19405 members 
Mstep: Class 2 contains 22133 members 
Entering Unmasked Estep 
Score: -5240175.000000 Penalty: 5274.644531
	Iteration 91Q: 3 clusters Score -5240175 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19378 members 
Mstep: Class 2 contains 22160 members 
Entering Unmasked Estep 
Score: -5240176.500000 Penalty: 5274.644531
	Iteration 92Q: 3 clusters Score -5240176 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19345 members 
Mstep: Class 2 contains 22193 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -5240180 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19311 members 
Mstep: Class 2 contains 22227 members 
Entering Unmasked Estep 
Score: -5240177.000000 Penalty: 5274.644531
	Iteration 94Q: 3 clusters Score -5240177 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19278 members 
Mstep: Class 2 contains 22260 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -5240187 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19247 members 
Mstep: Class 2 contains 22291 members 
Entering Unmasked Estep 
Score: -5240184.500000 Penalty: 5274.644531
	Iteration 96Q: 3 clusters Score -5240184 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19205 members 
Mstep: Class 2 contains 22333 members 
Entering Unmasked Estep 
Score: -5240179.000000 Penalty: 5274.644531
	Iteration 97Q: 3 clusters Score -5240179 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19159 members 
Mstep: Class 2 contains 22379 members 
Entering Unmasked Estep 
Score: -5240181.500000 Penalty: 5274.644531
	Iteration 98Q: 3 clusters Score -5240182 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19117 members 
Mstep: Class 2 contains 22421 members 
Entering Unmasked Estep 
Score: -5240200.500000 Penalty: 5274.644531
	Iteration 99Q: 3 clusters Score -5240200 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19080 members 
Mstep: Class 2 contains 22458 members 
Entering Unmasked Estep 
Score: -5240204.000000 Penalty: 5274.644531
	Iteration 100F: 3 clusters Score -5240204 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19043 members 
Mstep: Class 2 contains 22495 members 
Entering Unmasked Estep 
Score: -5240206.500000 Penalty: 5274.644531
	Iteration 101Q: 3 clusters Score -5240206 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19005 members 
Mstep: Class 2 contains 22533 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -5240200 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18976 members 
Mstep: Class 2 contains 22562 members 
Entering Unmasked Estep 
Score: -5240221.000000 Penalty: 5274.644531
	Iteration 103Q: 3 clusters Score -5240221 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18944 members 
Mstep: Class 2 contains 22594 members 
Entering Unmasked Estep 
Score: -5240208.500000 Penalty: 5274.644531
	Iteration 104Q: 3 clusters Score -5240208 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18908 members 
Mstep: Class 2 contains 22630 members 
Entering Unmasked Estep 
Score: -5240219.000000 Penalty: 5274.644531
	Iteration 105Q: 3 clusters Score -5240219 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18869 members 
Mstep: Class 2 contains 22669 members 
Entering Unmasked Estep 
Score: -5240235.000000 Penalty: 5274.644531
	Iteration 106Q: 3 clusters Score -5240235 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18821 members 
Mstep: Class 2 contains 22717 members 
Entering Unmasked Estep 
Score: -5240244.000000 Penalty: 5274.644531
	Iteration 107Q: 3 clusters Score -5240244 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18768 members 
Mstep: Class 2 contains 22770 members 
Entering Unmasked Estep 
Score: -5240249.500000 Penalty: 5274.644531
	Iteration 108Q: 3 clusters Score -5240250 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18713 members 
Mstep: Class 2 contains 22825 members 
Entering Unmasked Estep 
Score: -5240236.500000 Penalty: 5274.644531
	Iteration 109Q: 3 clusters Score -5240236 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18658 members 
Mstep: Class 2 contains 22880 members 
Entering Unmasked Estep 
Score: -5240236.000000 Penalty: 5274.644531
	Iteration 110Q: 3 clusters Score -5240236 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18603 members 
Mstep: Class 2 contains 22935 members 
Entering Unmasked Estep 
Score: -5240241.000000 Penalty: 5274.644531
	Iteration 111Q: 3 clusters Score -5240241 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18540 members 
Mstep: Class 2 contains 22998 members 
Entering Unmasked Estep 
Score: -5240253.000000 Penalty: 5274.644531
	Iteration 112Q: 3 clusters Score -5240253 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18474 members 
Mstep: Class 2 contains 23064 members 
Entering Unmasked Estep 
Score: -5240254.500000 Penalty: 5274.644531
	Iteration 113Q: 3 clusters Score -5240254 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18413 members 
Mstep: Class 2 contains 23125 members 
Entering Unmasked Estep 
Score: -5240262.500000 Penalty: 5274.644531
	Iteration 114Q: 3 clusters Score -5240262 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18352 members 
Mstep: Class 2 contains 23186 members 
Entering Unmasked Estep 
Score: -5240259.500000 Penalty: 5274.644531
	Iteration 115Q: 3 clusters Score -5240260 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18287 members 
Mstep: Class 2 contains 23251 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -5240254 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18216 members 
Mstep: Class 2 contains 23322 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -5240270 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18156 members 
Mstep: Class 2 contains 23382 members 
Entering Unmasked Estep 
Score: -5240263.500000 Penalty: 5274.644531
	Iteration 118Q: 3 clusters Score -5240264 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18093 members 
Mstep: Class 2 contains 23445 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -5240260 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18042 members 
Mstep: Class 2 contains 23496 members 
Entering Unmasked Estep 
Score: -5240265.500000 Penalty: 5274.644531
	Iteration 120F: 3 clusters Score -5240266 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17991 members 
Mstep: Class 2 contains 23547 members 
Entering Unmasked Estep 
Score: -5240281.000000 Penalty: 5274.644531
	Iteration 121Q: 3 clusters Score -5240281 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17930 members 
Mstep: Class 2 contains 23608 members 
Entering Unmasked Estep 
Score: -5240271.000000 Penalty: 5274.644531
	Iteration 122Q: 3 clusters Score -5240271 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17875 members 
Mstep: Class 2 contains 23663 members 
Entering Unmasked Estep 
Score: -5240277.500000 Penalty: 5274.644531
	Iteration 123Q: 3 clusters Score -5240278 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17828 members 
Mstep: Class 2 contains 23710 members 
Entering Unmasked Estep 
Score: -5240278.500000 Penalty: 5274.644531
	Iteration 124Q: 3 clusters Score -5240278 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17783 members 
Mstep: Class 2 contains 23755 members 
Entering Unmasked Estep 
Score: -5240274.500000 Penalty: 5274.644531
	Iteration 125Q: 3 clusters Score -5240274 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17737 members 
Mstep: Class 2 contains 23801 members 
Entering Unmasked Estep 
Score: -5240279.000000 Penalty: 5274.644531
	Iteration 126Q: 3 clusters Score -5240279 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17695 members 
Mstep: Class 2 contains 23843 members 
Entering Unmasked Estep 
Score: -5240280.500000 Penalty: 5274.644531
	Iteration 127Q: 3 clusters Score -5240280 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17655 members 
Mstep: Class 2 contains 23883 members 
Entering Unmasked Estep 
Score: -5240286.000000 Penalty: 5274.644531
	Iteration 128Q: 3 clusters Score -5240286 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17624 members 
Mstep: Class 2 contains 23914 members 
Entering Unmasked Estep 
Score: -5240282.500000 Penalty: 5274.644531
	Iteration 129Q: 3 clusters Score -5240282 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17587 members 
Mstep: Class 2 contains 23951 members 
Entering Unmasked Estep 
Score: -5240287.000000 Penalty: 5274.644531
	Iteration 130Q: 3 clusters Score -5240287 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17539 members 
Mstep: Class 2 contains 23999 members 
Entering Unmasked Estep 
Score: -5240296.000000 Penalty: 5274.644531
	Iteration 131Q: 3 clusters Score -5240296 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17493 members 
Mstep: Class 2 contains 24045 members 
Entering Unmasked Estep 
Score: -5240296.000000 Penalty: 5274.644531
	Iteration 132Q: 3 clusters Score -5240296 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17453 members 
Mstep: Class 2 contains 24085 members 
Entering Unmasked Estep 
Score: -5240298.500000 Penalty: 5274.644531
	Iteration 133Q: 3 clusters Score -5240298 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17416 members 
Mstep: Class 2 contains 24122 members 
Entering Unmasked Estep 
Score: -5240304.000000 Penalty: 5274.644531
	Iteration 134Q: 3 clusters Score -5240304 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17380 members 
Mstep: Class 2 contains 24158 members 
Entering Unmasked Estep 
Score: -5240297.500000 Penalty: 5274.644531
	Iteration 135Q: 3 clusters Score -5240298 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17334 members 
Mstep: Class 2 contains 24204 members 
Entering Unmasked Estep 
Score: -5240287.000000 Penalty: 5274.644531
	Iteration 136Q: 3 clusters Score -5240287 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17283 members 
Mstep: Class 2 contains 24255 members 
Entering Unmasked Estep 
Score: -5240290.500000 Penalty: 5274.644531
	Iteration 137Q: 3 clusters Score -5240290 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17232 members 
Mstep: Class 2 contains 24306 members 
Entering Unmasked Estep 
Score: -5240314.500000 Penalty: 5274.644531
	Iteration 138Q: 3 clusters Score -5240314 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17187 members 
Mstep: Class 2 contains 24351 members 
Entering Unmasked Estep 
Score: -5240314.500000 Penalty: 5274.644531
	Iteration 139Q: 3 clusters Score -5240314 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17139 members 
Mstep: Class 2 contains 24399 members 
Entering Unmasked Estep 
Score: -5240325.000000 Penalty: 5274.644531
	Iteration 140F: 3 clusters Score -5240325 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17098 members 
Mstep: Class 2 contains 24440 members 
Entering Unmasked Estep 
Score: -5240325.500000 Penalty: 5274.644531
	Iteration 141Q: 3 clusters Score -5240326 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17051 members 
Mstep: Class 2 contains 24487 members 
Entering Unmasked Estep 
Score: -5240333.500000 Penalty: 5274.644531
	Iteration 142Q: 3 clusters Score -5240334 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17013 members 
Mstep: Class 2 contains 24525 members 
Entering Unmasked Estep 
Score: -5240345.500000 Penalty: 5274.644531
	Iteration 143Q: 3 clusters Score -5240346 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16977 members 
Mstep: Class 2 contains 24561 members 
Entering Unmasked Estep 
Score: -5240340.000000 Penalty: 5274.644531
	Iteration 144Q: 3 clusters Score -5240340 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16944 members 
Mstep: Class 2 contains 24594 members 
Entering Unmasked Estep 
Score: -5240334.000000 Penalty: 5274.644531
	Iteration 145Q: 3 clusters Score -5240334 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16921 members 
Mstep: Class 2 contains 24617 members 
Entering Unmasked Estep 
Score: -5240327.500000 Penalty: 5274.644531
	Iteration 146Q: 3 clusters Score -5240328 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16898 members 
Mstep: Class 2 contains 24640 members 
Entering Unmasked Estep 
Score: -5240328.500000 Penalty: 5274.644531
	Iteration 147Q: 3 clusters Score -5240328 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16877 members 
Mstep: Class 2 contains 24661 members 
Entering Unmasked Estep 
Score: -5240332.000000 Penalty: 5274.644531
	Iteration 148Q: 3 clusters Score -5240332 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16861 members 
Mstep: Class 2 contains 24677 members 
Entering Unmasked Estep 
Score: -5240330.000000 Penalty: 5274.644531
	Iteration 149Q: 3 clusters Score -5240330 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16845 members 
Mstep: Class 2 contains 24693 members 
Entering Unmasked Estep 
Score: -5240334.500000 Penalty: 5274.644531
	Iteration 150Q: 3 clusters Score -5240334 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16825 members 
Mstep: Class 2 contains 24713 members 
Entering Unmasked Estep 
Score: -5240343.500000 Penalty: 5274.644531
	Iteration 151Q: 3 clusters Score -5240344 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16808 members 
Mstep: Class 2 contains 24730 members 
Entering Unmasked Estep 
Score: -5240338.000000 Penalty: 5274.644531
	Iteration 152Q: 3 clusters Score -5240338 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16790 members 
Mstep: Class 2 contains 24748 members 
Entering Unmasked Estep 
Score: -5240332.500000 Penalty: 5274.644531
	Iteration 153Q: 3 clusters Score -5240332 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16772 members 
Mstep: Class 2 contains 24766 members 
Entering Unmasked Estep 
Score: -5240324.500000 Penalty: 5274.644531
	Iteration 154Q: 3 clusters Score -5240324 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16747 members 
Mstep: Class 2 contains 24791 members 
Entering Unmasked Estep 
Score: -5240327.000000 Penalty: 5274.644531
	Iteration 155Q: 3 clusters Score -5240327 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16720 members 
Mstep: Class 2 contains 24818 members 
Entering Unmasked Estep 
Score: -5240327.000000 Penalty: 5274.644531
	Iteration 156Q: 3 clusters Score -5240327 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16698 members 
Mstep: Class 2 contains 24840 members 
Entering Unmasked Estep 
Score: -5240345.500000 Penalty: 5274.644531
	Iteration 157Q: 3 clusters Score -5240346 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16675 members 
Mstep: Class 2 contains 24863 members 
Entering Unmasked Estep 
Score: -5240341.000000 Penalty: 5274.644531
	Iteration 158Q: 3 clusters Score -5240341 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16654 members 
Mstep: Class 2 contains 24884 members 
Entering Unmasked Estep 
Score: -5240348.000000 Penalty: 5274.644531
	Iteration 159Q: 3 clusters Score -5240348 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16639 members 
Mstep: Class 2 contains 24899 members 
Entering Unmasked Estep 
Score: -5240352.000000 Penalty: 5274.644531
	Iteration 160F: 3 clusters Score -5240352 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16628 members 
Mstep: Class 2 contains 24910 members 
Entering Unmasked Estep 
Score: -5240359.000000 Penalty: 5274.644531
	Iteration 161Q: 3 clusters Score -5240359 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16615 members 
Mstep: Class 2 contains 24923 members 
Entering Unmasked Estep 
Score: -5240365.000000 Penalty: 5274.644531
	Iteration 162Q: 3 clusters Score -5240365 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16607 members 
Mstep: Class 2 contains 24931 members 
Entering Unmasked Estep 
Score: -5240357.500000 Penalty: 5274.644531
	Iteration 163Q: 3 clusters Score -5240358 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16603 members 
Mstep: Class 2 contains 24935 members 
Entering Unmasked Estep 
Score: -5240355.000000 Penalty: 5274.644531
	Iteration 164Q: 3 clusters Score -5240355 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16599 members 
Mstep: Class 2 contains 24939 members 
Entering Unmasked Estep 
Score: -5240355.500000 Penalty: 5274.644531
	Iteration 165Q: 3 clusters Score -5240356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16597 members 
Mstep: Class 2 contains 24941 members 
Entering Unmasked Estep 
Score: -5240350.500000 Penalty: 5274.644531
	Iteration 166Q: 3 clusters Score -5240350 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16594 members 
Mstep: Class 2 contains 24944 members 
Entering Unmasked Estep 
Score: -5240355.000000 Penalty: 5274.644531
	Iteration 167Q: 3 clusters Score -5240355 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16592 members 
Mstep: Class 2 contains 24946 members 
Entering Unmasked Estep 
Score: -5240354.500000 Penalty: 5274.644531
	Iteration 168Q: 3 clusters Score -5240354 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16591 members 
Mstep: Class 2 contains 24947 members 
Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -5240354 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16591 members 
Mstep: Class 2 contains 24947 members 
Entering Unmasked Estep 
Score: -5240354.500000 Penalty: 5274.644531
	Iteration 170F: 3 clusters Score -5240354 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (12637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12637 members 
Entering Unmasked Estep 
Score: -1461911.875000 Penalty: 2342.207275
	Iteration 0F: 2 clusters Score -1461912 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -1452596.375000 Penalty: 4684.414551
	Iteration 0F: 3 clusters Score -1452596 nChanged 5334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -1455623.125000 Penalty: 4684.414551
	Iteration 1F: 3 clusters Score -1455623 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -1456088.750000 Penalty: 4684.414551
	Iteration 2F: 3 clusters Score -1456089 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -1456506.500000 Penalty: 4684.414551
	Iteration 3F: 3 clusters Score -1456506 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -1456879.250000 Penalty: 4684.414551
	Iteration 4F: 3 clusters Score -1456879 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -1457203.125000 Penalty: 4684.414551
	Iteration 5Q: 3 clusters Score -1457203 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -1457518.000000 Penalty: 4684.414551
	Iteration 6Q: 3 clusters Score -1457518 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -1457873.875000 Penalty: 4684.414551
	Iteration 7Q: 3 clusters Score -1457874 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -1458301.375000 Penalty: 4684.414551
	Iteration 8Q: 3 clusters Score -1458301 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -1458748.875000 Penalty: 4684.414551
	Iteration 9Q: 3 clusters Score -1458749 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
Score: -1459131.625000 Penalty: 4684.414551
	Iteration 10Q: 3 clusters Score -1459132 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -1459449.750000 Penalty: 4684.414551
	Iteration 11Q: 3 clusters Score -1459450 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
Score: -1459665.000000 Penalty: 4684.414551
	Iteration 12Q: 3 clusters Score -1459665 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 9496 members 
Entering Unmasked Estep 
Score: -1459837.000000 Penalty: 4684.414551
	Iteration 13Q: 3 clusters Score -1459837 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -1459947.875000 Penalty: 4684.414551
	Iteration 14Q: 3 clusters Score -1459948 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -1460031.625000 Penalty: 4684.414551
	Iteration 15Q: 3 clusters Score -1460032 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 9836 members 
Entering Unmasked Estep 
Score: -1460087.500000 Penalty: 4684.414551
	Iteration 16Q: 3 clusters Score -1460088 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -1460121.500000 Penalty: 4684.414551
	Iteration 17Q: 3 clusters Score -1460122 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 9963 members 
Entering Unmasked Estep 
Score: -1460142.875000 Penalty: 4684.414551
	Iteration 18Q: 3 clusters Score -1460143 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 10021 members 
Entering Unmasked Estep 
Score: -1460162.000000 Penalty: 4684.414551
	Iteration 19Q: 3 clusters Score -1460162 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 10078 members 
Entering Unmasked Estep 
Score: -1460181.875000 Penalty: 4684.414551
	Iteration 20F: 3 clusters Score -1460182 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 10120 members 
Entering Unmasked Estep 
Score: -1460189.625000 Penalty: 4684.414551
	Iteration 21Q: 3 clusters Score -1460190 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 10157 members 
Entering Unmasked Estep 
Score: -1460201.750000 Penalty: 4684.414551
	Iteration 22Q: 3 clusters Score -1460202 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 10201 members 
Entering Unmasked Estep 
Score: -1460214.250000 Penalty: 4684.414551
	Iteration 23Q: 3 clusters Score -1460214 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 10245 members 
Entering Unmasked Estep 
Score: -1460228.875000 Penalty: 4684.414551
	Iteration 24Q: 3 clusters Score -1460229 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 10279 members 
Entering Unmasked Estep 
Score: -1460239.375000 Penalty: 4684.414551
	Iteration 25Q: 3 clusters Score -1460239 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 10318 members 
Entering Unmasked Estep 
Score: -1460250.500000 Penalty: 4684.414551
	Iteration 26Q: 3 clusters Score -1460250 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 10350 members 
Entering Unmasked Estep 
Score: -1460260.625000 Penalty: 4684.414551
	Iteration 27Q: 3 clusters Score -1460261 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 10379 members 
Entering Unmasked Estep 
Score: -1460264.500000 Penalty: 4684.414551
	Iteration 28Q: 3 clusters Score -1460264 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 10403 members 
Entering Unmasked Estep 
Score: -1460267.500000 Penalty: 4684.414551
	Iteration 29Q: 3 clusters Score -1460268 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -1460274.875000 Penalty: 4684.414551
	Iteration 30Q: 3 clusters Score -1460275 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 10448 members 
Entering Unmasked Estep 
Score: -1460281.125000 Penalty: 4684.414551
	Iteration 31Q: 3 clusters Score -1460281 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 10464 members 
Entering Unmasked Estep 
Score: -1460283.250000 Penalty: 4684.414551
	Iteration 32Q: 3 clusters Score -1460283 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 10489 members 
Entering Unmasked Estep 
Score: -1460287.500000 Penalty: 4684.414551
	Iteration 33Q: 3 clusters Score -1460288 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 10509 members 
Entering Unmasked Estep 
Score: -1460292.750000 Penalty: 4684.414551
	Iteration 34Q: 3 clusters Score -1460293 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 10523 members 
Entering Unmasked Estep 
Score: -1460294.125000 Penalty: 4684.414551
	Iteration 35Q: 3 clusters Score -1460294 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 10534 members 
Entering Unmasked Estep 
Score: -1460298.000000 Penalty: 4684.414551
	Iteration 36Q: 3 clusters Score -1460298 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 10540 members 
Entering Unmasked Estep 
Score: -1460297.000000 Penalty: 4684.414551
	Iteration 37Q: 3 clusters Score -1460297 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 10543 members 
Entering Unmasked Estep 
Score: -1460300.500000 Penalty: 4684.414551
	Iteration 38Q: 3 clusters Score -1460300 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 10543 members 
Entering Unmasked Estep 
Score: -1460300.750000 Penalty: 4684.414551
	Iteration 39Q: 3 clusters Score -1460301 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 10543 members 
Entering Unmasked Estep 
Score: -1460300.750000 Penalty: 4684.414551
	Iteration 40F: 3 clusters Score -1460301 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Entering Unmasked Estep 
Score: -30690.353516 Penalty: 1349.719604
	Iteration 0F: 2 clusters Score -30690.35 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 107 members 
Entering Unmasked Estep 
Score: -29595.931641 Penalty: 2699.439209
	Iteration 0F: 3 clusters Score -29595.93 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -29721.222656 Penalty: 2699.439209
	Iteration 1F: 3 clusters Score -29721.22 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -29798.699219 Penalty: 2699.439209
	Iteration 2F: 3 clusters Score -29798.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -29855.187500 Penalty: 2699.439209
	Iteration 3Q: 3 clusters Score -29855.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -29881.841797 Penalty: 2699.439209
	Iteration 4Q: 3 clusters Score -29881.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -29923.052734 Penalty: 2699.439209
	Iteration 5Q: 3 clusters Score -29923.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -29951.533203 Penalty: 2699.439209
	Iteration 6Q: 3 clusters Score -29951.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -30040.958984 Penalty: 2699.439209
	Iteration 7Q: 3 clusters Score -30040.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -30083.011719 Penalty: 2699.439209
	Iteration 8Q: 3 clusters Score -30083.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -30139.580078 Penalty: 2699.439209
	Iteration 9Q: 3 clusters Score -30139.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -30220.341797 Penalty: 2699.439209
	Iteration 10Q: 3 clusters Score -30220.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -30275.388672 Penalty: 2699.439209
	Iteration 11Q: 3 clusters Score -30275.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -30302.865234 Penalty: 2699.439209
	Iteration 12Q: 3 clusters Score -30302.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -30306.275391 Penalty: 2699.439209
	Iteration 13Q: 3 clusters Score -30306.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -30308.177734 Penalty: 2699.439209
	Iteration 14F: 3 clusters Score -30308.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -30326.166016 Penalty: 2699.439209
	Iteration 15Q: 3 clusters Score -30326.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -30334.570312 Penalty: 2699.439209
	Iteration 16Q: 3 clusters Score -30334.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -30334.570312 Penalty: 2699.439209
	Iteration 17F: 3 clusters Score -30334.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (10791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10791 members 
Entering Unmasked Estep 
Score: -1357635.375000 Penalty: 2303.043945
	Iteration 0F: 2 clusters Score -1357635 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -1349500.750000 Penalty: 4606.087891
	Iteration 0F: 3 clusters Score -1349501 nChanged 4506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -1351923.625000 Penalty: 4606.087891
	Iteration 1F: 3 clusters Score -1351924 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -1352307.625000 Penalty: 4606.087891
	Iteration 2F: 3 clusters Score -1352308 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -1352613.000000 Penalty: 4606.087891
	Iteration 3F: 3 clusters Score -1352613 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -1352873.750000 Penalty: 4606.087891
	Iteration 4Q: 3 clusters Score -1352874 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -1353128.375000 Penalty: 4606.087891
	Iteration 5Q: 3 clusters Score -1353128 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -1353416.625000 Penalty: 4606.087891
	Iteration 6Q: 3 clusters Score -1353417 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -1353759.875000 Penalty: 4606.087891
	Iteration 7Q: 3 clusters Score -1353760 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -1354093.875000 Penalty: 4606.087891
	Iteration 8Q: 3 clusters Score -1354094 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -1354419.625000 Penalty: 4606.087891
	Iteration 9Q: 3 clusters Score -1354420 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -1354763.750000 Penalty: 4606.087891
	Iteration 10Q: 3 clusters Score -1354764 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -1355176.250000 Penalty: 4606.087891
	Iteration 11Q: 3 clusters Score -1355176 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -1355534.375000 Penalty: 4606.087891
	Iteration 12Q: 3 clusters Score -1355534 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -1355733.375000 Penalty: 4606.087891
	Iteration 13Q: 3 clusters Score -1355733 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -1355867.250000 Penalty: 4606.087891
	Iteration 14Q: 3 clusters Score -1355867 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -1355934.125000 Penalty: 4606.087891
	Iteration 15Q: 3 clusters Score -1355934 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -1355974.375000 Penalty: 4606.087891
	Iteration 16Q: 3 clusters Score -1355974 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -1356009.750000 Penalty: 4606.087891
	Iteration 17Q: 3 clusters Score -1356010 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -1356030.625000 Penalty: 4606.087891
	Iteration 18Q: 3 clusters Score -1356031 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -1356045.375000 Penalty: 4606.087891
	Iteration 19Q: 3 clusters Score -1356045 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -1356061.625000 Penalty: 4606.087891
	Iteration 20F: 3 clusters Score -1356062 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -1356074.750000 Penalty: 4606.087891
	Iteration 21Q: 3 clusters Score -1356075 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -1356085.125000 Penalty: 4606.087891
	Iteration 22Q: 3 clusters Score -1356085 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -1356100.875000 Penalty: 4606.087891
	Iteration 23Q: 3 clusters Score -1356101 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -1356108.750000 Penalty: 4606.087891
	Iteration 24Q: 3 clusters Score -1356109 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -1356118.875000 Penalty: 4606.087891
	Iteration 25Q: 3 clusters Score -1356119 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -1356131.250000 Penalty: 4606.087891
	Iteration 26Q: 3 clusters Score -1356131 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -1356141.375000 Penalty: 4606.087891
	Iteration 27Q: 3 clusters Score -1356141 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -1356148.125000 Penalty: 4606.087891
	Iteration 28Q: 3 clusters Score -1356148 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -1356157.250000 Penalty: 4606.087891
	Iteration 29Q: 3 clusters Score -1356157 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -1356162.125000 Penalty: 4606.087891
	Iteration 30Q: 3 clusters Score -1356162 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -1356171.750000 Penalty: 4606.087891
	Iteration 31Q: 3 clusters Score -1356172 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -1356176.750000 Penalty: 4606.087891
	Iteration 32Q: 3 clusters Score -1356177 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -1356182.875000 Penalty: 4606.087891
	Iteration 33Q: 3 clusters Score -1356183 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -1356187.125000 Penalty: 4606.087891
	Iteration 34Q: 3 clusters Score -1356187 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -1356191.000000 Penalty: 4606.087891
	Iteration 35Q: 3 clusters Score -1356191 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -1356200.000000 Penalty: 4606.087891
	Iteration 36Q: 3 clusters Score -1356200 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -1356206.375000 Penalty: 4606.087891
	Iteration 37Q: 3 clusters Score -1356206 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -1356211.125000 Penalty: 4606.087891
	Iteration 38Q: 3 clusters Score -1356211 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -1356215.500000 Penalty: 4606.087891
	Iteration 39Q: 3 clusters Score -1356216 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -1356219.750000 Penalty: 4606.087891
	Iteration 40F: 3 clusters Score -1356220 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -1356224.125000 Penalty: 4606.087891
	Iteration 41Q: 3 clusters Score -1356224 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -1356230.500000 Penalty: 4606.087891
	Iteration 42Q: 3 clusters Score -1356230 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -1356234.000000 Penalty: 4606.087891
	Iteration 43Q: 3 clusters Score -1356234 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -1356237.500000 Penalty: 4606.087891
	Iteration 44Q: 3 clusters Score -1356238 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -1356240.375000 Penalty: 4606.087891
	Iteration 45Q: 3 clusters Score -1356240 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -1356241.625000 Penalty: 4606.087891
	Iteration 46Q: 3 clusters Score -1356242 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -1356241.000000 Penalty: 4606.087891
	Iteration 47Q: 3 clusters Score -1356241 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -1356244.625000 Penalty: 4606.087891
	Iteration 48Q: 3 clusters Score -1356245 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -1356244.625000 Penalty: 4606.087891
	Iteration 49Q: 3 clusters Score -1356245 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -1356246.750000 Penalty: 4606.087891
	Iteration 50Q: 3 clusters Score -1356247 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -1356245.250000 Penalty: 4606.087891
	Iteration 51Q: 3 clusters Score -1356245 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -1356249.750000 Penalty: 4606.087891
	Iteration 52Q: 3 clusters Score -1356250 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -1356249.000000 Penalty: 4606.087891
	Iteration 53Q: 3 clusters Score -1356249 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -1356249.250000 Penalty: 4606.087891
	Iteration 54Q: 3 clusters Score -1356249 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -1356249.125000 Penalty: 4606.087891
	Iteration 55Q: 3 clusters Score -1356249 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -1356252.625000 Penalty: 4606.087891
	Iteration 56Q: 3 clusters Score -1356253 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -1356252.250000 Penalty: 4606.087891
	Iteration 57Q: 3 clusters Score -1356252 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -1356250.625000 Penalty: 4606.087891
	Iteration 58Q: 3 clusters Score -1356251 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -1356250.625000 Penalty: 4606.087891
	Iteration 59F: 3 clusters Score -1356251 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (4123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Entering Unmasked Estep 
Score: -741085.250000 Penalty: 2064.435303
	Iteration 0F: 2 clusters Score -741085.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -737142.875000 Penalty: 4128.870605
	Iteration 0F: 3 clusters Score -737142.9 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -738107.187500 Penalty: 4128.870605
	Iteration 1F: 3 clusters Score -738107.2 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -738288.187500 Penalty: 4128.870605
	Iteration 2F: 3 clusters Score -738288.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -738435.250000 Penalty: 4128.870605
	Iteration 3F: 3 clusters Score -738435.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -738569.750000 Penalty: 4128.870605
	Iteration 4Q: 3 clusters Score -738569.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -738675.625000 Penalty: 4128.870605
	Iteration 5Q: 3 clusters Score -738675.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -738779.562500 Penalty: 4128.870605
	Iteration 6Q: 3 clusters Score -738779.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -738901.687500 Penalty: 4128.870605
	Iteration 7Q: 3 clusters Score -738901.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -738999.062500 Penalty: 4128.870605
	Iteration 8Q: 3 clusters Score -738999.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -739082.062500 Penalty: 4128.870605
	Iteration 9Q: 3 clusters Score -739082.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -739172.937500 Penalty: 4128.870605
	Iteration 10Q: 3 clusters Score -739172.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -739254.500000 Penalty: 4128.870605
	Iteration 11Q: 3 clusters Score -739254.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -739346.437500 Penalty: 4128.870605
	Iteration 12Q: 3 clusters Score -739346.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -739447.187500 Penalty: 4128.870605
	Iteration 13Q: 3 clusters Score -739447.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -739530.687500 Penalty: 4128.870605
	Iteration 14Q: 3 clusters Score -739530.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -739617.875000 Penalty: 4128.870605
	Iteration 15Q: 3 clusters Score -739617.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -739733.687500 Penalty: 4128.870605
	Iteration 16Q: 3 clusters Score -739733.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -739832.250000 Penalty: 4128.870605
	Iteration 17Q: 3 clusters Score -739832.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -739897.000000 Penalty: 4128.870605
	Iteration 18Q: 3 clusters Score -739897 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -739939.500000 Penalty: 4128.870605
	Iteration 19Q: 3 clusters Score -739939.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -739965.250000 Penalty: 4128.870605
	Iteration 20F: 3 clusters Score -739965.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -739981.375000 Penalty: 4128.870605
	Iteration 21Q: 3 clusters Score -739981.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -740002.125000 Penalty: 4128.870605
	Iteration 22Q: 3 clusters Score -740002.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -740015.000000 Penalty: 4128.870605
	Iteration 23Q: 3 clusters Score -740015 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -740031.125000 Penalty: 4128.870605
	Iteration 24Q: 3 clusters Score -740031.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -740062.750000 Penalty: 4128.870605
	Iteration 25Q: 3 clusters Score -740062.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -740089.000000 Penalty: 4128.870605
	Iteration 26Q: 3 clusters Score -740089 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -740112.562500 Penalty: 4128.870605
	Iteration 27Q: 3 clusters Score -740112.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -740137.312500 Penalty: 4128.870605
	Iteration 28Q: 3 clusters Score -740137.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -740158.312500 Penalty: 4128.870605
	Iteration 29Q: 3 clusters Score -740158.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -740165.375000 Penalty: 4128.870605
	Iteration 30Q: 3 clusters Score -740165.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -740171.687500 Penalty: 4128.870605
	Iteration 31Q: 3 clusters Score -740171.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -740179.812500 Penalty: 4128.870605
	Iteration 32Q: 3 clusters Score -740179.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -740186.937500 Penalty: 4128.870605
	Iteration 33Q: 3 clusters Score -740186.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -740192.750000 Penalty: 4128.870605
	Iteration 34Q: 3 clusters Score -740192.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -740194.687500 Penalty: 4128.870605
	Iteration 35Q: 3 clusters Score -740194.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -740198.625000 Penalty: 4128.870605
	Iteration 36Q: 3 clusters Score -740198.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -740204.125000 Penalty: 4128.870605
	Iteration 37Q: 3 clusters Score -740204.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -740204.500000 Penalty: 4128.870605
	Iteration 38Q: 3 clusters Score -740204.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -740208.875000 Penalty: 4128.870605
	Iteration 39Q: 3 clusters Score -740208.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -740210.812500 Penalty: 4128.870605
	Iteration 40F: 3 clusters Score -740210.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -740212.812500 Penalty: 4128.870605
	Iteration 41Q: 3 clusters Score -740212.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -740215.500000 Penalty: 4128.870605
	Iteration 42Q: 3 clusters Score -740215.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -740216.937500 Penalty: 4128.870605
	Iteration 43Q: 3 clusters Score -740216.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -740217.562500 Penalty: 4128.870605
	Iteration 44Q: 3 clusters Score -740217.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -740217.562500 Penalty: 4128.870605
	Iteration 45F: 3 clusters Score -740217.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (6805 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Entering Unmasked Estep 
Score: -750629.875000 Penalty: 2188.702393
	Iteration 0F: 2 clusters Score -750629.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -745085.625000 Penalty: 4377.404785
	Iteration 0F: 3 clusters Score -745085.6 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -746928.875000 Penalty: 4377.404785
	Iteration 1F: 3 clusters Score -746928.9 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -747388.812500 Penalty: 4377.404785
	Iteration 2F: 3 clusters Score -747388.8 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -747732.375000 Penalty: 4377.404785
	Iteration 3F: 3 clusters Score -747732.4 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -748052.187500 Penalty: 4377.404785
	Iteration 4F: 3 clusters Score -748052.2 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -748326.687500 Penalty: 4377.404785
	Iteration 5F: 3 clusters Score -748326.7 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -748540.687500 Penalty: 4377.404785
	Iteration 6Q: 3 clusters Score -748540.7 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -748711.625000 Penalty: 4377.404785
	Iteration 7Q: 3 clusters Score -748711.6 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -748889.312500 Penalty: 4377.404785
	Iteration 8Q: 3 clusters Score -748889.3 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -749051.250000 Penalty: 4377.404785
	Iteration 9Q: 3 clusters Score -749051.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -749177.875000 Penalty: 4377.404785
	Iteration 10Q: 3 clusters Score -749177.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -749276.000000 Penalty: 4377.404785
	Iteration 11Q: 3 clusters Score -749276 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -749351.250000 Penalty: 4377.404785
	Iteration 12Q: 3 clusters Score -749351.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -749415.312500 Penalty: 4377.404785
	Iteration 13Q: 3 clusters Score -749415.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -749480.750000 Penalty: 4377.404785
	Iteration 14Q: 3 clusters Score -749480.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -749543.750000 Penalty: 4377.404785
	Iteration 15Q: 3 clusters Score -749543.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -749599.937500 Penalty: 4377.404785
	Iteration 16Q: 3 clusters Score -749599.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -749638.000000 Penalty: 4377.404785
	Iteration 17Q: 3 clusters Score -749638 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -749675.062500 Penalty: 4377.404785
	Iteration 18Q: 3 clusters Score -749675.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -749714.812500 Penalty: 4377.404785
	Iteration 19Q: 3 clusters Score -749714.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -749748.500000 Penalty: 4377.404785
	Iteration 20F: 3 clusters Score -749748.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -749769.937500 Penalty: 4377.404785
	Iteration 21Q: 3 clusters Score -749769.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -749790.250000 Penalty: 4377.404785
	Iteration 22Q: 3 clusters Score -749790.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -749798.250000 Penalty: 4377.404785
	Iteration 23Q: 3 clusters Score -749798.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -749809.312500 Penalty: 4377.404785
	Iteration 24Q: 3 clusters Score -749809.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -749816.312500 Penalty: 4377.404785
	Iteration 25Q: 3 clusters Score -749816.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -749822.250000 Penalty: 4377.404785
	Iteration 26Q: 3 clusters Score -749822.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -749826.000000 Penalty: 4377.404785
	Iteration 27Q: 3 clusters Score -749826 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -749827.687500 Penalty: 4377.404785
	Iteration 28Q: 3 clusters Score -749827.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -749831.000000 Penalty: 4377.404785
	Iteration 29Q: 3 clusters Score -749831 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -749836.562500 Penalty: 4377.404785
	Iteration 30Q: 3 clusters Score -749836.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -749837.750000 Penalty: 4377.404785
	Iteration 31Q: 3 clusters Score -749837.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -749841.875000 Penalty: 4377.404785
	Iteration 32Q: 3 clusters Score -749841.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -749843.687500 Penalty: 4377.404785
	Iteration 33Q: 3 clusters Score -749843.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -749843.500000 Penalty: 4377.404785
	Iteration 34Q: 3 clusters Score -749843.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -749846.312500 Penalty: 4377.404785
	Iteration 35Q: 3 clusters Score -749846.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -749844.375000 Penalty: 4377.404785
	Iteration 36Q: 3 clusters Score -749844.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -749844.562500 Penalty: 4377.404785
	Iteration 37Q: 3 clusters Score -749844.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -749844.687500 Penalty: 4377.404785
	Iteration 38Q: 3 clusters Score -749844.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -749845.250000 Penalty: 4377.404785
	Iteration 39Q: 3 clusters Score -749845.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -749845.750000 Penalty: 4377.404785
	Iteration 40F: 3 clusters Score -749845.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -749845.125000 Penalty: 4377.404785
	Iteration 41Q: 3 clusters Score -749845.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -749845.125000 Penalty: 4377.404785
	Iteration 42F: 3 clusters Score -749845.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (60540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60540 members 
Entering Unmasked Estep 
Score: -7702946.000000 Penalty: 2730.742920
	Iteration 0F: 2 clusters Score -7702946 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30073 members 
Mstep: Class 2 contains 30467 members 
Entering Unmasked Estep 
Score: -7662300.500000 Penalty: 5461.485840
	Iteration 0F: 3 clusters Score -7662300 nChanged 28378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28175 members 
Mstep: Class 2 contains 32365 members 
Entering Unmasked Estep 
Score: -7678349.000000 Penalty: 5461.485840
	Iteration 1F: 3 clusters Score -7678349 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26923 members 
Mstep: Class 2 contains 33617 members 
Entering Unmasked Estep 
Score: -7679232.000000 Penalty: 5461.485840
	Iteration 2Q: 3 clusters Score -7679232 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25143 members 
Mstep: Class 2 contains 35397 members 
Entering Unmasked Estep 
Score: -7680389.000000 Penalty: 5461.485840
	Iteration 3Q: 3 clusters Score -7680389 nChanged 3226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22647 members 
Mstep: Class 2 contains 37893 members 
Entering Unmasked Estep 
Score: -7682007.500000 Penalty: 5461.485840
	Iteration 4F: 3 clusters Score -7682008 nChanged 3886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19279 members 
Mstep: Class 2 contains 41261 members 
Entering Unmasked Estep 
Score: -7684467.000000 Penalty: 5461.485840
	Iteration 5F: 3 clusters Score -7684467 nChanged 4541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15114 members 
Mstep: Class 2 contains 45426 members 
Entering Unmasked Estep 
Score: -7687870.000000 Penalty: 5461.485840
	Iteration 6F: 3 clusters Score -7687870 nChanged 4658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10632 members 
Mstep: Class 2 contains 49908 members 
Entering Unmasked Estep 
Score: -7692140.500000 Penalty: 5461.485840
	Iteration 7F: 3 clusters Score -7692140 nChanged 3947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 53745 members 
Entering Unmasked Estep 
Score: -7696053.000000 Penalty: 5461.485840
	Iteration 8F: 3 clusters Score -7696053 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 56184 members 
Entering Unmasked Estep 
Score: -7698819.000000 Penalty: 5461.485840
	Iteration 9Q: 3 clusters Score -7698819 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 57310 members 
Entering Unmasked Estep 
Score: -7700432.500000 Penalty: 5461.485840
	Iteration 10Q: 3 clusters Score -7700432 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 57714 members 
Entering Unmasked Estep 
Score: -7701044.000000 Penalty: 5461.485840
	Iteration 11Q: 3 clusters Score -7701044 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 57880 members 
Entering Unmasked Estep 
Score: -7701275.000000 Penalty: 5461.485840
	Iteration 12Q: 3 clusters Score -7701275 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 57994 members 
Entering Unmasked Estep 
Score: -7701387.500000 Penalty: 5461.485840
	Iteration 13Q: 3 clusters Score -7701388 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 58076 members 
Entering Unmasked Estep 
Score: -7701452.000000 Penalty: 5461.485840
	Iteration 14Q: 3 clusters Score -7701452 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 58128 members 
Entering Unmasked Estep 
Score: -7701478.500000 Penalty: 5461.485840
	Iteration 15Q: 3 clusters Score -7701478 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 58179 members 
Entering Unmasked Estep 
Score: -7701494.500000 Penalty: 5461.485840
	Iteration 16Q: 3 clusters Score -7701494 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 58210 members 
Entering Unmasked Estep 
Score: -7701509.500000 Penalty: 5461.485840
	Iteration 17Q: 3 clusters Score -7701510 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 58245 members 
Entering Unmasked Estep 
Score: -7701520.500000 Penalty: 5461.485840
	Iteration 18Q: 3 clusters Score -7701520 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 58277 members 
Entering Unmasked Estep 
Score: -7701526.000000 Penalty: 5461.485840
	Iteration 19Q: 3 clusters Score -7701526 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 58309 members 
Entering Unmasked Estep 
Score: -7701539.500000 Penalty: 5461.485840
	Iteration 20F: 3 clusters Score -7701540 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 58340 members 
Entering Unmasked Estep 
Score: -7701545.000000 Penalty: 5461.485840
	Iteration 21Q: 3 clusters Score -7701545 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 58363 members 
Entering Unmasked Estep 
Score: -7701555.500000 Penalty: 5461.485840
	Iteration 22Q: 3 clusters Score -7701556 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 58393 members 
Entering Unmasked Estep 
Score: -7701562.500000 Penalty: 5461.485840
	Iteration 23Q: 3 clusters Score -7701562 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 58417 members 
Entering Unmasked Estep 
Score: -7701578.000000 Penalty: 5461.485840
	Iteration 24Q: 3 clusters Score -7701578 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 58434 members 
Entering Unmasked Estep 
Score: -7701577.000000 Penalty: 5461.485840
	Iteration 25Q: 3 clusters Score -7701577 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 58448 members 
Entering Unmasked Estep 
Score: -7701593.500000 Penalty: 5461.485840
	Iteration 26Q: 3 clusters Score -7701594 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 58459 members 
Entering Unmasked Estep 
Score: -7701591.500000 Penalty: 5461.485840
	Iteration 27Q: 3 clusters Score -7701592 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 58469 members 
Entering Unmasked Estep 
Score: -7701590.500000 Penalty: 5461.485840
	Iteration 28Q: 3 clusters Score -7701590 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 58478 members 
Entering Unmasked Estep 
Score: -7701593.000000 Penalty: 5461.485840
	Iteration 29Q: 3 clusters Score -7701593 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 58489 members 
Entering Unmasked Estep 
Score: -7701591.000000 Penalty: 5461.485840
	Iteration 30Q: 3 clusters Score -7701591 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 58498 members 
Entering Unmasked Estep 
Score: -7701598.500000 Penalty: 5461.485840
	Iteration 31Q: 3 clusters Score -7701598 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 58504 members 
Entering Unmasked Estep 
Score: -7701610.000000 Penalty: 5461.485840
	Iteration 32Q: 3 clusters Score -7701610 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 58506 members 
Entering Unmasked Estep 
Score: -7701606.500000 Penalty: 5461.485840
	Iteration 33Q: 3 clusters Score -7701606 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 58511 members 
Entering Unmasked Estep 
Score: -7701607.500000 Penalty: 5461.485840
	Iteration 34Q: 3 clusters Score -7701608 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 58512 members 
Entering Unmasked Estep 
Score: -7701610.500000 Penalty: 5461.485840
	Iteration 35Q: 3 clusters Score -7701610 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 58513 members 
Entering Unmasked Estep 
Score: -7701604.500000 Penalty: 5461.485840
	Iteration 36Q: 3 clusters Score -7701604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 58514 members 
Entering Unmasked Estep 
Score: -7701607.000000 Penalty: 5461.485840
	Iteration 37Q: 3 clusters Score -7701607 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 58517 members 
Entering Unmasked Estep 
Score: -7701612.500000 Penalty: 5461.485840
	Iteration 38Q: 3 clusters Score -7701612 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 58517 members 
Entering Unmasked Estep 
Score: -7701608.000000 Penalty: 5461.485840
	Iteration 39Q: 3 clusters Score -7701608 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 58516 members 
Entering Unmasked Estep 
Score: -7701606.500000 Penalty: 5461.485840
	Iteration 40F: 3 clusters Score -7701606 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (9616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Entering Unmasked Estep 
Score: -1243511.000000 Penalty: 2274.453613
	Iteration 0F: 2 clusters Score -1243511 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -1236067.625000 Penalty: 4548.907227
	Iteration 0F: 3 clusters Score -1236068 nChanged 3955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -1238247.750000 Penalty: 4548.907227
	Iteration 1F: 3 clusters Score -1238248 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -1238523.125000 Penalty: 4548.907227
	Iteration 2F: 3 clusters Score -1238523 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -1238743.500000 Penalty: 4548.907227
	Iteration 3Q: 3 clusters Score -1238744 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -1238950.375000 Penalty: 4548.907227
	Iteration 4Q: 3 clusters Score -1238950 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -1239140.875000 Penalty: 4548.907227
	Iteration 5Q: 3 clusters Score -1239141 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -1239320.625000 Penalty: 4548.907227
	Iteration 6Q: 3 clusters Score -1239321 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -1239536.750000 Penalty: 4548.907227
	Iteration 7Q: 3 clusters Score -1239537 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -1239790.000000 Penalty: 4548.907227
	Iteration 8Q: 3 clusters Score -1239790 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -1240121.625000 Penalty: 4548.907227
	Iteration 9Q: 3 clusters Score -1240122 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -1240513.250000 Penalty: 4548.907227
	Iteration 10F: 3 clusters Score -1240513 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -1240947.375000 Penalty: 4548.907227
	Iteration 11F: 3 clusters Score -1240947 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -1241357.000000 Penalty: 4548.907227
	Iteration 12Q: 3 clusters Score -1241357 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -1241798.500000 Penalty: 4548.907227
	Iteration 13Q: 3 clusters Score -1241798 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -1242233.625000 Penalty: 4548.907227
	Iteration 14Q: 3 clusters Score -1242234 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -1242585.250000 Penalty: 4548.907227
	Iteration 15Q: 3 clusters Score -1242585 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -1242771.625000 Penalty: 4548.907227
	Iteration 16Q: 3 clusters Score -1242772 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -1242844.375000 Penalty: 4548.907227
	Iteration 17Q: 3 clusters Score -1242844 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -1242890.375000 Penalty: 4548.907227
	Iteration 18Q: 3 clusters Score -1242890 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -1242916.750000 Penalty: 4548.907227
	Iteration 19Q: 3 clusters Score -1242917 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -1242927.125000 Penalty: 4548.907227
	Iteration 20F: 3 clusters Score -1242927 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -1242938.250000 Penalty: 4548.907227
	Iteration 21Q: 3 clusters Score -1242938 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -1242941.875000 Penalty: 4548.907227
	Iteration 22Q: 3 clusters Score -1242942 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -1242943.375000 Penalty: 4548.907227
	Iteration 23Q: 3 clusters Score -1242943 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -1242948.875000 Penalty: 4548.907227
	Iteration 24Q: 3 clusters Score -1242949 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -1242951.625000 Penalty: 4548.907227
	Iteration 25Q: 3 clusters Score -1242952 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -1242951.500000 Penalty: 4548.907227
	Iteration 26Q: 3 clusters Score -1242952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -1242951.375000 Penalty: 4548.907227
	Iteration 27Q: 3 clusters Score -1242951 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -1242951.375000 Penalty: 4548.907227
	Iteration 28Q: 3 clusters Score -1242951 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -1242952.000000 Penalty: 4548.907227
	Iteration 29Q: 3 clusters Score -1242952 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -1242952.000000 Penalty: 4548.907227
	Iteration 30F: 3 clusters Score -1242952 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (6868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Entering Unmasked Estep 
Score: -861851.000000 Penalty: 2190.987793
	Iteration 0F: 2 clusters Score -861851 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -856089.750000 Penalty: 4381.975586
	Iteration 0F: 3 clusters Score -856089.8 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -857575.437500 Penalty: 4381.975586
	Iteration 1F: 3 clusters Score -857575.4 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -857824.125000 Penalty: 4381.975586
	Iteration 2F: 3 clusters Score -857824.1 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -857983.375000 Penalty: 4381.975586
	Iteration 3Q: 3 clusters Score -857983.4 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -858094.687500 Penalty: 4381.975586
	Iteration 4Q: 3 clusters Score -858094.7 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -858202.125000 Penalty: 4381.975586
	Iteration 5Q: 3 clusters Score -858202.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -858311.250000 Penalty: 4381.975586
	Iteration 6Q: 3 clusters Score -858311.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -858416.125000 Penalty: 4381.975586
	Iteration 7Q: 3 clusters Score -858416.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -858508.500000 Penalty: 4381.975586
	Iteration 8Q: 3 clusters Score -858508.5 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -858609.375000 Penalty: 4381.975586
	Iteration 9Q: 3 clusters Score -858609.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -858706.625000 Penalty: 4381.975586
	Iteration 10Q: 3 clusters Score -858706.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -858807.250000 Penalty: 4381.975586
	Iteration 11Q: 3 clusters Score -858807.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -858900.625000 Penalty: 4381.975586
	Iteration 12Q: 3 clusters Score -858900.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -858987.875000 Penalty: 4381.975586
	Iteration 13Q: 3 clusters Score -858987.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -859055.125000 Penalty: 4381.975586
	Iteration 14Q: 3 clusters Score -859055.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -859119.750000 Penalty: 4381.975586
	Iteration 15Q: 3 clusters Score -859119.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -859184.937500 Penalty: 4381.975586
	Iteration 16Q: 3 clusters Score -859184.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -859243.312500 Penalty: 4381.975586
	Iteration 17Q: 3 clusters Score -859243.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -859307.375000 Penalty: 4381.975586
	Iteration 18Q: 3 clusters Score -859307.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -859364.687500 Penalty: 4381.975586
	Iteration 19Q: 3 clusters Score -859364.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -859422.062500 Penalty: 4381.975586
	Iteration 20F: 3 clusters Score -859422.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -859464.500000 Penalty: 4381.975586
	Iteration 21Q: 3 clusters Score -859464.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -859495.875000 Penalty: 4381.975586
	Iteration 22Q: 3 clusters Score -859495.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -859536.062500 Penalty: 4381.975586
	Iteration 23Q: 3 clusters Score -859536.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -859579.562500 Penalty: 4381.975586
	Iteration 24Q: 3 clusters Score -859579.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -859618.375000 Penalty: 4381.975586
	Iteration 25Q: 3 clusters Score -859618.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -859652.187500 Penalty: 4381.975586
	Iteration 26Q: 3 clusters Score -859652.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -859692.125000 Penalty: 4381.975586
	Iteration 27Q: 3 clusters Score -859692.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -859730.687500 Penalty: 4381.975586
	Iteration 28Q: 3 clusters Score -859730.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -859771.750000 Penalty: 4381.975586
	Iteration 29Q: 3 clusters Score -859771.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -859804.312500 Penalty: 4381.975586
	Iteration 30Q: 3 clusters Score -859804.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -859831.312500 Penalty: 4381.975586
	Iteration 31Q: 3 clusters Score -859831.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -859849.937500 Penalty: 4381.975586
	Iteration 32Q: 3 clusters Score -859849.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -859867.625000 Penalty: 4381.975586
	Iteration 33Q: 3 clusters Score -859867.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -859878.187500 Penalty: 4381.975586
	Iteration 34Q: 3 clusters Score -859878.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -859885.750000 Penalty: 4381.975586
	Iteration 35Q: 3 clusters Score -859885.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -859898.125000 Penalty: 4381.975586
	Iteration 36Q: 3 clusters Score -859898.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -859903.812500 Penalty: 4381.975586
	Iteration 37Q: 3 clusters Score -859903.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -859908.437500 Penalty: 4381.975586
	Iteration 38Q: 3 clusters Score -859908.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -859912.312500 Penalty: 4381.975586
	Iteration 39Q: 3 clusters Score -859912.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -859916.125000 Penalty: 4381.975586
	Iteration 40F: 3 clusters Score -859916.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -859918.750000 Penalty: 4381.975586
	Iteration 41Q: 3 clusters Score -859918.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -859919.812500 Penalty: 4381.975586
	Iteration 42Q: 3 clusters Score -859919.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -859920.187500 Penalty: 4381.975586
	Iteration 43Q: 3 clusters Score -859920.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -859924.187500 Penalty: 4381.975586
	Iteration 44Q: 3 clusters Score -859924.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -859935.687500 Penalty: 4381.975586
	Iteration 45Q: 3 clusters Score -859935.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -859938.312500 Penalty: 4381.975586
	Iteration 46Q: 3 clusters Score -859938.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -859944.500000 Penalty: 4381.975586
	Iteration 47Q: 3 clusters Score -859944.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -859951.437500 Penalty: 4381.975586
	Iteration 48Q: 3 clusters Score -859951.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -859958.625000 Penalty: 4381.975586
	Iteration 49Q: 3 clusters Score -859958.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -859964.437500 Penalty: 4381.975586
	Iteration 50Q: 3 clusters Score -859964.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -859969.000000 Penalty: 4381.975586
	Iteration 51Q: 3 clusters Score -859969 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -859969.562500 Penalty: 4381.975586
	Iteration 52Q: 3 clusters Score -859969.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -859971.250000 Penalty: 4381.975586
	Iteration 53Q: 3 clusters Score -859971.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -859972.062500 Penalty: 4381.975586
	Iteration 54Q: 3 clusters Score -859972.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -859971.875000 Penalty: 4381.975586
	Iteration 55Q: 3 clusters Score -859971.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -859971.875000 Penalty: 4381.975586
	Iteration 56Q: 3 clusters Score -859971.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -859971.875000 Penalty: 4381.975586
	Iteration 57F: 3 clusters Score -859971.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (5403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Entering Unmasked Estep 
Score: -685970.187500 Penalty: 2131.488037
	Iteration 0F: 2 clusters Score -685970.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -681200.812500 Penalty: 4262.976074
	Iteration 0F: 3 clusters Score -681200.8 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -682351.062500 Penalty: 4262.976074
	Iteration 1F: 3 clusters Score -682351.1 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -682590.750000 Penalty: 4262.976074
	Iteration 2F: 3 clusters Score -682590.8 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -682766.250000 Penalty: 4262.976074
	Iteration 3F: 3 clusters Score -682766.2 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -682918.187500 Penalty: 4262.976074
	Iteration 4Q: 3 clusters Score -682918.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -683041.937500 Penalty: 4262.976074
	Iteration 5Q: 3 clusters Score -683041.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -683151.500000 Penalty: 4262.976074
	Iteration 6Q: 3 clusters Score -683151.5 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -683273.000000 Penalty: 4262.976074
	Iteration 7Q: 3 clusters Score -683273 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -683408.187500 Penalty: 4262.976074
	Iteration 8Q: 3 clusters Score -683408.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -683539.875000 Penalty: 4262.976074
	Iteration 9Q: 3 clusters Score -683539.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -683689.625000 Penalty: 4262.976074
	Iteration 10Q: 3 clusters Score -683689.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -683853.375000 Penalty: 4262.976074
	Iteration 11Q: 3 clusters Score -683853.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -683998.625000 Penalty: 4262.976074
	Iteration 12Q: 3 clusters Score -683998.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -684122.750000 Penalty: 4262.976074
	Iteration 13Q: 3 clusters Score -684122.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -684237.375000 Penalty: 4262.976074
	Iteration 14Q: 3 clusters Score -684237.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -684321.312500 Penalty: 4262.976074
	Iteration 15Q: 3 clusters Score -684321.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -684378.750000 Penalty: 4262.976074
	Iteration 16Q: 3 clusters Score -684378.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -684416.437500 Penalty: 4262.976074
	Iteration 17Q: 3 clusters Score -684416.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -684438.937500 Penalty: 4262.976074
	Iteration 18Q: 3 clusters Score -684438.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -684450.687500 Penalty: 4262.976074
	Iteration 19Q: 3 clusters Score -684450.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -684458.312500 Penalty: 4262.976074
	Iteration 20F: 3 clusters Score -684458.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -684459.562500 Penalty: 4262.976074
	Iteration 21Q: 3 clusters Score -684459.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -684460.562500 Penalty: 4262.976074
	Iteration 22Q: 3 clusters Score -684460.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -684464.937500 Penalty: 4262.976074
	Iteration 23Q: 3 clusters Score -684464.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -684467.375000 Penalty: 4262.976074
	Iteration 24Q: 3 clusters Score -684467.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -684468.937500 Penalty: 4262.976074
	Iteration 25Q: 3 clusters Score -684468.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -684470.312500 Penalty: 4262.976074
	Iteration 26Q: 3 clusters Score -684470.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -684471.437500 Penalty: 4262.976074
	Iteration 27Q: 3 clusters Score -684471.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -684472.687500 Penalty: 4262.976074
	Iteration 28Q: 3 clusters Score -684472.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -684473.500000 Penalty: 4262.976074
	Iteration 29Q: 3 clusters Score -684473.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -684474.562500 Penalty: 4262.976074
	Iteration 30Q: 3 clusters Score -684474.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -684475.437500 Penalty: 4262.976074
	Iteration 31Q: 3 clusters Score -684475.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -684476.750000 Penalty: 4262.976074
	Iteration 32Q: 3 clusters Score -684476.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -684479.562500 Penalty: 4262.976074
	Iteration 33Q: 3 clusters Score -684479.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -684479.437500 Penalty: 4262.976074
	Iteration 34Q: 3 clusters Score -684479.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -684480.687500 Penalty: 4262.976074
	Iteration 35Q: 3 clusters Score -684480.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -684482.312500 Penalty: 4262.976074
	Iteration 36Q: 3 clusters Score -684482.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -684484.750000 Penalty: 4262.976074
	Iteration 37Q: 3 clusters Score -684484.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -684488.500000 Penalty: 4262.976074
	Iteration 38Q: 3 clusters Score -684488.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -684491.750000 Penalty: 4262.976074
	Iteration 39Q: 3 clusters Score -684491.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -684493.375000 Penalty: 4262.976074
	Iteration 40F: 3 clusters Score -684493.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -684495.875000 Penalty: 4262.976074
	Iteration 41Q: 3 clusters Score -684495.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -684498.000000 Penalty: 4262.976074
	Iteration 42Q: 3 clusters Score -684498 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -684501.937500 Penalty: 4262.976074
	Iteration 43Q: 3 clusters Score -684501.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -684500.562500 Penalty: 4262.976074
	Iteration 44Q: 3 clusters Score -684500.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -684502.562500 Penalty: 4262.976074
	Iteration 45Q: 3 clusters Score -684502.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -684504.000000 Penalty: 4262.976074
	Iteration 46Q: 3 clusters Score -684504 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -684502.375000 Penalty: 4262.976074
	Iteration 47Q: 3 clusters Score -684502.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -684503.375000 Penalty: 4262.976074
	Iteration 48Q: 3 clusters Score -684503.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -684504.125000 Penalty: 4262.976074
	Iteration 49Q: 3 clusters Score -684504.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -684504.125000 Penalty: 4262.976074
	Iteration 50F: 3 clusters Score -684504.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (8665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Entering Unmasked Estep 
Score: -1089619.875000 Penalty: 2248.627686
	Iteration 0F: 2 clusters Score -1089620 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -1082789.000000 Penalty: 4497.255371
	Iteration 0F: 3 clusters Score -1082789 nChanged 3515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -1084718.250000 Penalty: 4497.255371
	Iteration 1F: 3 clusters Score -1084718 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -1085010.125000 Penalty: 4497.255371
	Iteration 2F: 3 clusters Score -1085010 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -1085230.625000 Penalty: 4497.255371
	Iteration 3F: 3 clusters Score -1085231 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -1085394.625000 Penalty: 4497.255371
	Iteration 4Q: 3 clusters Score -1085395 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -1085565.375000 Penalty: 4497.255371
	Iteration 5Q: 3 clusters Score -1085565 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -1085725.375000 Penalty: 4497.255371
	Iteration 6Q: 3 clusters Score -1085725 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -1085880.125000 Penalty: 4497.255371
	Iteration 7Q: 3 clusters Score -1085880 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -1086026.500000 Penalty: 4497.255371
	Iteration 8Q: 3 clusters Score -1086026 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -1086165.625000 Penalty: 4497.255371
	Iteration 9Q: 3 clusters Score -1086166 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -1086291.375000 Penalty: 4497.255371
	Iteration 10Q: 3 clusters Score -1086291 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -1086385.375000 Penalty: 4497.255371
	Iteration 11Q: 3 clusters Score -1086385 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -1086484.250000 Penalty: 4497.255371
	Iteration 12Q: 3 clusters Score -1086484 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -1086571.500000 Penalty: 4497.255371
	Iteration 13Q: 3 clusters Score -1086572 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -1086652.125000 Penalty: 4497.255371
	Iteration 14Q: 3 clusters Score -1086652 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -1086726.375000 Penalty: 4497.255371
	Iteration 15Q: 3 clusters Score -1086726 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -1086801.625000 Penalty: 4497.255371
	Iteration 16Q: 3 clusters Score -1086802 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -1086851.875000 Penalty: 4497.255371
	Iteration 17Q: 3 clusters Score -1086852 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -1086892.750000 Penalty: 4497.255371
	Iteration 18Q: 3 clusters Score -1086893 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -1086929.500000 Penalty: 4497.255371
	Iteration 19Q: 3 clusters Score -1086930 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -1086962.750000 Penalty: 4497.255371
	Iteration 20F: 3 clusters Score -1086963 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -1086988.125000 Penalty: 4497.255371
	Iteration 21Q: 3 clusters Score -1086988 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -1087014.125000 Penalty: 4497.255371
	Iteration 22Q: 3 clusters Score -1087014 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -1087028.500000 Penalty: 4497.255371
	Iteration 23Q: 3 clusters Score -1087028 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -1087046.625000 Penalty: 4497.255371
	Iteration 24Q: 3 clusters Score -1087047 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -1087056.125000 Penalty: 4497.255371
	Iteration 25Q: 3 clusters Score -1087056 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -1087065.250000 Penalty: 4497.255371
	Iteration 26Q: 3 clusters Score -1087065 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -1087073.000000 Penalty: 4497.255371
	Iteration 27Q: 3 clusters Score -1087073 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -1087079.625000 Penalty: 4497.255371
	Iteration 28Q: 3 clusters Score -1087080 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -1087084.500000 Penalty: 4497.255371
	Iteration 29Q: 3 clusters Score -1087084 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -1087086.125000 Penalty: 4497.255371
	Iteration 30Q: 3 clusters Score -1087086 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -1087088.250000 Penalty: 4497.255371
	Iteration 31Q: 3 clusters Score -1087088 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -1087097.250000 Penalty: 4497.255371
	Iteration 32Q: 3 clusters Score -1087097 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -1087102.875000 Penalty: 4497.255371
	Iteration 33Q: 3 clusters Score -1087103 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -1087107.000000 Penalty: 4497.255371
	Iteration 34Q: 3 clusters Score -1087107 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -1087113.625000 Penalty: 4497.255371
	Iteration 35Q: 3 clusters Score -1087114 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -1087121.250000 Penalty: 4497.255371
	Iteration 36Q: 3 clusters Score -1087121 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -1087129.250000 Penalty: 4497.255371
	Iteration 37Q: 3 clusters Score -1087129 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -1087131.125000 Penalty: 4497.255371
	Iteration 38Q: 3 clusters Score -1087131 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -1087137.250000 Penalty: 4497.255371
	Iteration 39Q: 3 clusters Score -1087137 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -1087143.875000 Penalty: 4497.255371
	Iteration 40F: 3 clusters Score -1087144 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -1087152.500000 Penalty: 4497.255371
	Iteration 41Q: 3 clusters Score -1087152 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -1087162.375000 Penalty: 4497.255371
	Iteration 42Q: 3 clusters Score -1087162 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -1087169.000000 Penalty: 4497.255371
	Iteration 43Q: 3 clusters Score -1087169 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -1087172.875000 Penalty: 4497.255371
	Iteration 44Q: 3 clusters Score -1087173 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -1087179.875000 Penalty: 4497.255371
	Iteration 45Q: 3 clusters Score -1087180 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -1087185.250000 Penalty: 4497.255371
	Iteration 46Q: 3 clusters Score -1087185 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -1087187.625000 Penalty: 4497.255371
	Iteration 47Q: 3 clusters Score -1087188 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -1087190.250000 Penalty: 4497.255371
	Iteration 48Q: 3 clusters Score -1087190 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -1087192.500000 Penalty: 4497.255371
	Iteration 49Q: 3 clusters Score -1087192 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -1087194.875000 Penalty: 4497.255371
	Iteration 50Q: 3 clusters Score -1087195 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -1087200.875000 Penalty: 4497.255371
	Iteration 51Q: 3 clusters Score -1087201 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -1087203.875000 Penalty: 4497.255371
	Iteration 52Q: 3 clusters Score -1087204 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -1087206.750000 Penalty: 4497.255371
	Iteration 53Q: 3 clusters Score -1087207 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -1087209.000000 Penalty: 4497.255371
	Iteration 54Q: 3 clusters Score -1087209 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -1087210.875000 Penalty: 4497.255371
	Iteration 55Q: 3 clusters Score -1087211 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -1087209.250000 Penalty: 4497.255371
	Iteration 56Q: 3 clusters Score -1087209 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -1087210.250000 Penalty: 4497.255371
	Iteration 57Q: 3 clusters Score -1087210 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -1087212.750000 Penalty: 4497.255371
	Iteration 58Q: 3 clusters Score -1087213 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -1087213.500000 Penalty: 4497.255371
	Iteration 59Q: 3 clusters Score -1087214 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -1087213.500000 Penalty: 4497.255371
	Iteration 60F: 3 clusters Score -1087214 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Entering Unmasked Estep 
Score: -45171.582031 Penalty: 1441.904419
	Iteration 0F: 2 clusters Score -45171.58 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 155 members 
Entering Unmasked Estep 
Score: -44063.226562 Penalty: 2883.808838
	Iteration 0F: 3 clusters Score -44063.23 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -44518.757812 Penalty: 2883.808838
	Iteration 1F: 3 clusters Score -44518.76 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -44877.324219 Penalty: 2883.808838
	Iteration 2F: 3 clusters Score -44877.32 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -44947.777344 Penalty: 2883.808838
	Iteration 3Q: 3 clusters Score -44947.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -44947.777344 Penalty: 2883.808838
	Iteration 4F: 3 clusters Score -44947.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Entering Unmasked Estep 
Score: -68038.726562 Penalty: 1516.193237
	Iteration 0F: 2 clusters Score -68038.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -66592.734375 Penalty: 3032.386475
	Iteration 0F: 3 clusters Score -66592.73 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -66968.070312 Penalty: 3032.386475
	Iteration 1F: 3 clusters Score -66968.07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -67273.554688 Penalty: 3032.386475
	Iteration 2F: 3 clusters Score -67273.55 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -67401.898438 Penalty: 3032.386475
	Iteration 3Q: 3 clusters Score -67401.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -67437.210938 Penalty: 3032.386475
	Iteration 4Q: 3 clusters Score -67437.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -67467.359375 Penalty: 3032.386475
	Iteration 5Q: 3 clusters Score -67467.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -67493.914062 Penalty: 3032.386475
	Iteration 6Q: 3 clusters Score -67493.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -67508.539062 Penalty: 3032.386475
	Iteration 7Q: 3 clusters Score -67508.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -67518.617188 Penalty: 3032.386475
	Iteration 8Q: 3 clusters Score -67518.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -67547.585938 Penalty: 3032.386475
	Iteration 9Q: 3 clusters Score -67547.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -67591.640625 Penalty: 3032.386475
	Iteration 10Q: 3 clusters Score -67591.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -67610.351562 Penalty: 3032.386475
	Iteration 11Q: 3 clusters Score -67610.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -67620.039062 Penalty: 3032.386475
	Iteration 12Q: 3 clusters Score -67620.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -67632.804688 Penalty: 3032.386475
	Iteration 13Q: 3 clusters Score -67632.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -67646.031250 Penalty: 3032.386475
	Iteration 14Q: 3 clusters Score -67646.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -67656.320312 Penalty: 3032.386475
	Iteration 15Q: 3 clusters Score -67656.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -67659.531250 Penalty: 3032.386475
	Iteration 16Q: 3 clusters Score -67659.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -67659.531250 Penalty: 3032.386475
	Iteration 17F: 3 clusters Score -67659.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Entering Unmasked Estep 
Score: -223586.281250 Penalty: 1859.169800
	Iteration 0F: 2 clusters Score -223586.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -221084.593750 Penalty: 3718.339600
	Iteration 0F: 3 clusters Score -221084.6 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -221527.703125 Penalty: 3718.339600
	Iteration 1F: 3 clusters Score -221527.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -221636.312500 Penalty: 3718.339600
	Iteration 2F: 3 clusters Score -221636.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -221692.312500 Penalty: 3718.339600
	Iteration 3Q: 3 clusters Score -221692.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -221720.968750 Penalty: 3718.339600
	Iteration 4Q: 3 clusters Score -221721 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -221742.062500 Penalty: 3718.339600
	Iteration 5Q: 3 clusters Score -221742.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -221763.140625 Penalty: 3718.339600
	Iteration 6Q: 3 clusters Score -221763.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -221779.562500 Penalty: 3718.339600
	Iteration 7Q: 3 clusters Score -221779.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -221793.843750 Penalty: 3718.339600
	Iteration 8Q: 3 clusters Score -221793.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -221812.937500 Penalty: 3718.339600
	Iteration 9Q: 3 clusters Score -221812.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -221820.625000 Penalty: 3718.339600
	Iteration 10Q: 3 clusters Score -221820.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -221827.734375 Penalty: 3718.339600
	Iteration 11Q: 3 clusters Score -221827.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -221838.406250 Penalty: 3718.339600
	Iteration 12Q: 3 clusters Score -221838.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -221844.250000 Penalty: 3718.339600
	Iteration 13Q: 3 clusters Score -221844.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -221853.281250 Penalty: 3718.339600
	Iteration 14Q: 3 clusters Score -221853.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -221860.859375 Penalty: 3718.339600
	Iteration 15Q: 3 clusters Score -221860.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -221864.421875 Penalty: 3718.339600
	Iteration 16Q: 3 clusters Score -221864.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -221871.046875 Penalty: 3718.339600
	Iteration 17Q: 3 clusters Score -221871 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -221877.640625 Penalty: 3718.339600
	Iteration 18Q: 3 clusters Score -221877.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -221889.406250 Penalty: 3718.339600
	Iteration 19Q: 3 clusters Score -221889.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -221903.218750 Penalty: 3718.339600
	Iteration 20F: 3 clusters Score -221903.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -221913.875000 Penalty: 3718.339600
	Iteration 21Q: 3 clusters Score -221913.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -221919.765625 Penalty: 3718.339600
	Iteration 22Q: 3 clusters Score -221919.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -221928.531250 Penalty: 3718.339600
	Iteration 23Q: 3 clusters Score -221928.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -221935.515625 Penalty: 3718.339600
	Iteration 24Q: 3 clusters Score -221935.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -221950.843750 Penalty: 3718.339600
	Iteration 25Q: 3 clusters Score -221950.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -221972.265625 Penalty: 3718.339600
	Iteration 26Q: 3 clusters Score -221972.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -222008.500000 Penalty: 3718.339600
	Iteration 27Q: 3 clusters Score -222008.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -222046.437500 Penalty: 3718.339600
	Iteration 28Q: 3 clusters Score -222046.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -222087.328125 Penalty: 3718.339600
	Iteration 29Q: 3 clusters Score -222087.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -222131.703125 Penalty: 3718.339600
	Iteration 30Q: 3 clusters Score -222131.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -222195.609375 Penalty: 3718.339600
	Iteration 31Q: 3 clusters Score -222195.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -222309.968750 Penalty: 3718.339600
	Iteration 32Q: 3 clusters Score -222310 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -222470.703125 Penalty: 3718.339600
	Iteration 33Q: 3 clusters Score -222470.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -222628.484375 Penalty: 3718.339600
	Iteration 34Q: 3 clusters Score -222628.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -222754.625000 Penalty: 3718.339600
	Iteration 35Q: 3 clusters Score -222754.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -222847.640625 Penalty: 3718.339600
	Iteration 36Q: 3 clusters Score -222847.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -222894.140625 Penalty: 3718.339600
	Iteration 37Q: 3 clusters Score -222894.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -222918.562500 Penalty: 3718.339600
	Iteration 38Q: 3 clusters Score -222918.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -222942.625000 Penalty: 3718.339600
	Iteration 39Q: 3 clusters Score -222942.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -222962.312500 Penalty: 3718.339600
	Iteration 40F: 3 clusters Score -222962.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -222983.984375 Penalty: 3718.339600
	Iteration 41Q: 3 clusters Score -222984 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -223003.218750 Penalty: 3718.339600
	Iteration 42Q: 3 clusters Score -223003.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -223019.953125 Penalty: 3718.339600
	Iteration 43Q: 3 clusters Score -223020 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -223034.578125 Penalty: 3718.339600
	Iteration 44Q: 3 clusters Score -223034.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -223054.468750 Penalty: 3718.339600
	Iteration 45Q: 3 clusters Score -223054.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -223069.375000 Penalty: 3718.339600
	Iteration 46Q: 3 clusters Score -223069.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -223074.328125 Penalty: 3718.339600
	Iteration 47Q: 3 clusters Score -223074.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -223077.421875 Penalty: 3718.339600
	Iteration 48Q: 3 clusters Score -223077.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -223078.296875 Penalty: 3718.339600
	Iteration 49Q: 3 clusters Score -223078.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -223079.375000 Penalty: 3718.339600
	Iteration 50Q: 3 clusters Score -223079.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -223079.953125 Penalty: 3718.339600
	Iteration 51Q: 3 clusters Score -223080 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -223079.953125 Penalty: 3718.339600
	Iteration 52F: 3 clusters Score -223080 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (8709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Entering Unmasked Estep 
Score: -1100230.125000 Penalty: 2249.883789
	Iteration 0F: 2 clusters Score -1100230 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -1093335.250000 Penalty: 4499.767578
	Iteration 0F: 3 clusters Score -1093335 nChanged 3551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -1095210.000000 Penalty: 4499.767578
	Iteration 1F: 3 clusters Score -1095210 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -1095503.000000 Penalty: 4499.767578
	Iteration 2F: 3 clusters Score -1095503 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -1095676.250000 Penalty: 4499.767578
	Iteration 3Q: 3 clusters Score -1095676 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -1095803.250000 Penalty: 4499.767578
	Iteration 4Q: 3 clusters Score -1095803 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -1095924.000000 Penalty: 4499.767578
	Iteration 5Q: 3 clusters Score -1095924 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -1096033.875000 Penalty: 4499.767578
	Iteration 6Q: 3 clusters Score -1096034 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -1096162.500000 Penalty: 4499.767578
	Iteration 7Q: 3 clusters Score -1096162 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -1096298.500000 Penalty: 4499.767578
	Iteration 8Q: 3 clusters Score -1096298 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -1096463.500000 Penalty: 4499.767578
	Iteration 9Q: 3 clusters Score -1096464 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -1096671.375000 Penalty: 4499.767578
	Iteration 10Q: 3 clusters Score -1096671 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -1096943.625000 Penalty: 4499.767578
	Iteration 11Q: 3 clusters Score -1096944 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -1097214.000000 Penalty: 4499.767578
	Iteration 12Q: 3 clusters Score -1097214 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -1097480.875000 Penalty: 4499.767578
	Iteration 13Q: 3 clusters Score -1097481 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -1097708.625000 Penalty: 4499.767578
	Iteration 14Q: 3 clusters Score -1097709 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -1097901.625000 Penalty: 4499.767578
	Iteration 15Q: 3 clusters Score -1097902 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -1098082.875000 Penalty: 4499.767578
	Iteration 16Q: 3 clusters Score -1098083 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -1098202.625000 Penalty: 4499.767578
	Iteration 17Q: 3 clusters Score -1098203 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1098283.750000 Penalty: 4499.767578
	Iteration 18Q: 3 clusters Score -1098284 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -1098355.375000 Penalty: 4499.767578
	Iteration 19Q: 3 clusters Score -1098355 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -1098400.625000 Penalty: 4499.767578
	Iteration 20F: 3 clusters Score -1098401 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -1098438.375000 Penalty: 4499.767578
	Iteration 21Q: 3 clusters Score -1098438 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1098469.875000 Penalty: 4499.767578
	Iteration 22Q: 3 clusters Score -1098470 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -1098496.250000 Penalty: 4499.767578
	Iteration 23Q: 3 clusters Score -1098496 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -1098510.500000 Penalty: 4499.767578
	Iteration 24Q: 3 clusters Score -1098510 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -1098522.125000 Penalty: 4499.767578
	Iteration 25Q: 3 clusters Score -1098522 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -1098531.000000 Penalty: 4499.767578
	Iteration 26Q: 3 clusters Score -1098531 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -1098538.625000 Penalty: 4499.767578
	Iteration 27Q: 3 clusters Score -1098539 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -1098545.875000 Penalty: 4499.767578
	Iteration 28Q: 3 clusters Score -1098546 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -1098548.875000 Penalty: 4499.767578
	Iteration 29Q: 3 clusters Score -1098549 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -1098556.000000 Penalty: 4499.767578
	Iteration 30Q: 3 clusters Score -1098556 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -1098562.500000 Penalty: 4499.767578
	Iteration 31Q: 3 clusters Score -1098562 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -1098563.375000 Penalty: 4499.767578
	Iteration 32Q: 3 clusters Score -1098563 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -1098563.375000 Penalty: 4499.767578
	Iteration 33F: 3 clusters Score -1098563 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (197201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197201 members 
Entering Unmasked Estep 
Score: -25379508.000000 Penalty: 3023.610596
	Iteration 0F: 2 clusters Score -2.537951e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98321 members 
Mstep: Class 2 contains 98880 members 
Entering Unmasked Estep 
Score: -25252278.000000 Penalty: 6047.221191
	Iteration 0F: 3 clusters Score -2.525228e+07 nChanged 95109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92506 members 
Mstep: Class 2 contains 104695 members 
Entering Unmasked Estep 
Score: -25308730.000000 Penalty: 6047.221191
	Iteration 1F: 3 clusters Score -2.530873e+07 nChanged 6137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88619 members 
Mstep: Class 2 contains 108582 members 
Entering Unmasked Estep 
Score: -25310400.000000 Penalty: 6047.221191
	Iteration 2Q: 3 clusters Score -2.53104e+07 nChanged 7242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82753 members 
Mstep: Class 2 contains 114448 members 
Entering Unmasked Estep 
Score: -25313154.000000 Penalty: 6047.221191
	Iteration 3Q: 3 clusters Score -2.531315e+07 nChanged 9546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73939 members 
Mstep: Class 2 contains 123262 members 
Entering Unmasked Estep 
Score: -25317660.000000 Penalty: 6047.221191
	Iteration 4Q: 3 clusters Score -2.531766e+07 nChanged 12497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61758 members 
Mstep: Class 2 contains 135443 members 
Entering Unmasked Estep 
Score: -25325970.000000 Penalty: 6047.221191
	Iteration 5F: 3 clusters Score -2.532597e+07 nChanged 15768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46102 members 
Mstep: Class 2 contains 151099 members 
Entering Unmasked Estep 
Score: -25338820.000000 Penalty: 6047.221191
	Iteration 6F: 3 clusters Score -2.533882e+07 nChanged 17048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29096 members 
Mstep: Class 2 contains 168105 members 
Entering Unmasked Estep 
Score: -25354622.000000 Penalty: 6047.221191
	Iteration 7F: 3 clusters Score -2.535462e+07 nChanged 14392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14708 members 
Mstep: Class 2 contains 182493 members 
Entering Unmasked Estep 
Score: -25367624.000000 Penalty: 6047.221191
	Iteration 8F: 3 clusters Score -2.536762e+07 nChanged 8885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 191374 members 
Entering Unmasked Estep 
Score: -25373740.000000 Penalty: 6047.221191
	Iteration 9Q: 3 clusters Score -2.537374e+07 nChanged 3770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 195144 members 
Entering Unmasked Estep 
Score: -25375864.000000 Penalty: 6047.221191
	Iteration 10Q: 3 clusters Score -2.537586e+07 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 196383 members 
Entering Unmasked Estep 
Score: -25376312.000000 Penalty: 6047.221191
	Iteration 11Q: 3 clusters Score -2.537631e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 196756 members 
Entering Unmasked Estep 
Score: -25376558.000000 Penalty: 6047.221191
	Iteration 12Q: 3 clusters Score -2.537656e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 196850 members 
Entering Unmasked Estep 
Score: -25376642.000000 Penalty: 6047.221191
	Iteration 13Q: 3 clusters Score -2.537664e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 196887 members 
Entering Unmasked Estep 
Score: -25376738.000000 Penalty: 6047.221191
	Iteration 14Q: 3 clusters Score -2.537674e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 196912 members 
Entering Unmasked Estep 
Score: -25376790.000000 Penalty: 6047.221191
	Iteration 15Q: 3 clusters Score -2.537679e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 196923 members 
Entering Unmasked Estep 
Score: -25376846.000000 Penalty: 6047.221191
	Iteration 16Q: 3 clusters Score -2.537685e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 196930 members 
Entering Unmasked Estep 
Score: -25376882.000000 Penalty: 6047.221191
	Iteration 17Q: 3 clusters Score -2.537688e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 196930 members 
Entering Unmasked Estep 
Score: -25376892.000000 Penalty: 6047.221191
	Iteration 18Q: 3 clusters Score -2.537689e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 196932 members 
Entering Unmasked Estep 
Score: -25376912.000000 Penalty: 6047.221191
	Iteration 19Q: 3 clusters Score -2.537691e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 196934 members 
Entering Unmasked Estep 
Score: -25376914.000000 Penalty: 6047.221191
	Iteration 20F: 3 clusters Score -2.537691e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (2892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Entering Unmasked Estep 
Score: -352307.687500 Penalty: 1976.486572
	Iteration 0F: 2 clusters Score -352307.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -349117.968750 Penalty: 3952.973145
	Iteration 0F: 3 clusters Score -349118 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -349757.531250 Penalty: 3952.973145
	Iteration 1F: 3 clusters Score -349757.5 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -349932.125000 Penalty: 3952.973145
	Iteration 2F: 3 clusters Score -349932.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -350031.343750 Penalty: 3952.973145
	Iteration 3F: 3 clusters Score -350031.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -350098.156250 Penalty: 3952.973145
	Iteration 4Q: 3 clusters Score -350098.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -350160.218750 Penalty: 3952.973145
	Iteration 5Q: 3 clusters Score -350160.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -350225.250000 Penalty: 3952.973145
	Iteration 6Q: 3 clusters Score -350225.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -350283.000000 Penalty: 3952.973145
	Iteration 7Q: 3 clusters Score -350283 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -350329.750000 Penalty: 3952.973145
	Iteration 8Q: 3 clusters Score -350329.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -350360.093750 Penalty: 3952.973145
	Iteration 9Q: 3 clusters Score -350360.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -350384.125000 Penalty: 3952.973145
	Iteration 10Q: 3 clusters Score -350384.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -350400.843750 Penalty: 3952.973145
	Iteration 11Q: 3 clusters Score -350400.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -350421.343750 Penalty: 3952.973145
	Iteration 12Q: 3 clusters Score -350421.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -350430.968750 Penalty: 3952.973145
	Iteration 13Q: 3 clusters Score -350431 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -350441.406250 Penalty: 3952.973145
	Iteration 14Q: 3 clusters Score -350441.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -350457.062500 Penalty: 3952.973145
	Iteration 15Q: 3 clusters Score -350457.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -350473.968750 Penalty: 3952.973145
	Iteration 16Q: 3 clusters Score -350474 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -350498.968750 Penalty: 3952.973145
	Iteration 17Q: 3 clusters Score -350499 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -350521.625000 Penalty: 3952.973145
	Iteration 18Q: 3 clusters Score -350521.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -350538.031250 Penalty: 3952.973145
	Iteration 19Q: 3 clusters Score -350538 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -350558.406250 Penalty: 3952.973145
	Iteration 20F: 3 clusters Score -350558.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -350579.156250 Penalty: 3952.973145
	Iteration 21Q: 3 clusters Score -350579.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -350609.593750 Penalty: 3952.973145
	Iteration 22Q: 3 clusters Score -350609.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -350632.000000 Penalty: 3952.973145
	Iteration 23Q: 3 clusters Score -350632 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -350652.437500 Penalty: 3952.973145
	Iteration 24Q: 3 clusters Score -350652.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -350670.812500 Penalty: 3952.973145
	Iteration 25Q: 3 clusters Score -350670.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -350693.250000 Penalty: 3952.973145
	Iteration 26Q: 3 clusters Score -350693.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -350723.218750 Penalty: 3952.973145
	Iteration 27Q: 3 clusters Score -350723.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -350765.750000 Penalty: 3952.973145
	Iteration 28Q: 3 clusters Score -350765.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -350804.718750 Penalty: 3952.973145
	Iteration 29Q: 3 clusters Score -350804.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -350844.656250 Penalty: 3952.973145
	Iteration 30Q: 3 clusters Score -350844.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -350887.718750 Penalty: 3952.973145
	Iteration 31Q: 3 clusters Score -350887.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -350931.156250 Penalty: 3952.973145
	Iteration 32Q: 3 clusters Score -350931.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -350984.656250 Penalty: 3952.973145
	Iteration 33Q: 3 clusters Score -350984.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -351021.968750 Penalty: 3952.973145
	Iteration 34Q: 3 clusters Score -351022 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -351053.281250 Penalty: 3952.973145
	Iteration 35Q: 3 clusters Score -351053.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -351084.843750 Penalty: 3952.973145
	Iteration 36Q: 3 clusters Score -351084.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -351126.687500 Penalty: 3952.973145
	Iteration 37Q: 3 clusters Score -351126.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -351164.687500 Penalty: 3952.973145
	Iteration 38Q: 3 clusters Score -351164.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -351191.968750 Penalty: 3952.973145
	Iteration 39Q: 3 clusters Score -351192 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -351215.750000 Penalty: 3952.973145
	Iteration 40F: 3 clusters Score -351215.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -351240.968750 Penalty: 3952.973145
	Iteration 41Q: 3 clusters Score -351241 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -351261.625000 Penalty: 3952.973145
	Iteration 42Q: 3 clusters Score -351261.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -351279.531250 Penalty: 3952.973145
	Iteration 43Q: 3 clusters Score -351279.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -351299.281250 Penalty: 3952.973145
	Iteration 44Q: 3 clusters Score -351299.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -351316.500000 Penalty: 3952.973145
	Iteration 45Q: 3 clusters Score -351316.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -351329.687500 Penalty: 3952.973145
	Iteration 46Q: 3 clusters Score -351329.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -351340.312500 Penalty: 3952.973145
	Iteration 47Q: 3 clusters Score -351340.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -351345.687500 Penalty: 3952.973145
	Iteration 48Q: 3 clusters Score -351345.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -351347.875000 Penalty: 3952.973145
	Iteration 49Q: 3 clusters Score -351347.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -351349.437500 Penalty: 3952.973145
	Iteration 50Q: 3 clusters Score -351349.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -351352.343750 Penalty: 3952.973145
	Iteration 51Q: 3 clusters Score -351352.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -351353.656250 Penalty: 3952.973145
	Iteration 52Q: 3 clusters Score -351353.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -351353.937500 Penalty: 3952.973145
	Iteration 53Q: 3 clusters Score -351353.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -351354.843750 Penalty: 3952.973145
	Iteration 54Q: 3 clusters Score -351354.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -351354.843750 Penalty: 3952.973145
	Iteration 55F: 3 clusters Score -351354.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (4615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Entering Unmasked Estep 
Score: -578421.312500 Penalty: 2092.392578
	Iteration 0F: 2 clusters Score -578421.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -574161.875000 Penalty: 4184.785156
	Iteration 0F: 3 clusters Score -574161.9 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -575165.062500 Penalty: 4184.785156
	Iteration 1F: 3 clusters Score -575165.1 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -575358.062500 Penalty: 4184.785156
	Iteration 2F: 3 clusters Score -575358.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -575455.250000 Penalty: 4184.785156
	Iteration 3Q: 3 clusters Score -575455.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -575527.625000 Penalty: 4184.785156
	Iteration 4Q: 3 clusters Score -575527.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -575591.500000 Penalty: 4184.785156
	Iteration 5Q: 3 clusters Score -575591.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -575642.687500 Penalty: 4184.785156
	Iteration 6Q: 3 clusters Score -575642.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -575687.437500 Penalty: 4184.785156
	Iteration 7Q: 3 clusters Score -575687.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -575721.437500 Penalty: 4184.785156
	Iteration 8Q: 3 clusters Score -575721.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -575750.500000 Penalty: 4184.785156
	Iteration 9Q: 3 clusters Score -575750.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -575785.312500 Penalty: 4184.785156
	Iteration 10Q: 3 clusters Score -575785.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -575812.562500 Penalty: 4184.785156
	Iteration 11Q: 3 clusters Score -575812.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -575843.937500 Penalty: 4184.785156
	Iteration 12Q: 3 clusters Score -575843.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -575876.625000 Penalty: 4184.785156
	Iteration 13Q: 3 clusters Score -575876.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -575923.937500 Penalty: 4184.785156
	Iteration 14Q: 3 clusters Score -575923.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -575967.125000 Penalty: 4184.785156
	Iteration 15Q: 3 clusters Score -575967.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -576009.687500 Penalty: 4184.785156
	Iteration 16Q: 3 clusters Score -576009.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -576051.812500 Penalty: 4184.785156
	Iteration 17Q: 3 clusters Score -576051.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -576093.312500 Penalty: 4184.785156
	Iteration 18Q: 3 clusters Score -576093.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -576126.812500 Penalty: 4184.785156
	Iteration 19Q: 3 clusters Score -576126.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -576162.750000 Penalty: 4184.785156
	Iteration 20F: 3 clusters Score -576162.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -576197.500000 Penalty: 4184.785156
	Iteration 21Q: 3 clusters Score -576197.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -576228.375000 Penalty: 4184.785156
	Iteration 22Q: 3 clusters Score -576228.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -576261.250000 Penalty: 4184.785156
	Iteration 23Q: 3 clusters Score -576261.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -576283.687500 Penalty: 4184.785156
	Iteration 24Q: 3 clusters Score -576283.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -576309.687500 Penalty: 4184.785156
	Iteration 25Q: 3 clusters Score -576309.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -576337.625000 Penalty: 4184.785156
	Iteration 26Q: 3 clusters Score -576337.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -576369.437500 Penalty: 4184.785156
	Iteration 27Q: 3 clusters Score -576369.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -576400.875000 Penalty: 4184.785156
	Iteration 28Q: 3 clusters Score -576400.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -576428.812500 Penalty: 4184.785156
	Iteration 29Q: 3 clusters Score -576428.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -576451.062500 Penalty: 4184.785156
	Iteration 30Q: 3 clusters Score -576451.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -576470.437500 Penalty: 4184.785156
	Iteration 31Q: 3 clusters Score -576470.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -576489.187500 Penalty: 4184.785156
	Iteration 32Q: 3 clusters Score -576489.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -576503.125000 Penalty: 4184.785156
	Iteration 33Q: 3 clusters Score -576503.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -576518.812500 Penalty: 4184.785156
	Iteration 34Q: 3 clusters Score -576518.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -576530.187500 Penalty: 4184.785156
	Iteration 35Q: 3 clusters Score -576530.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -576543.937500 Penalty: 4184.785156
	Iteration 36Q: 3 clusters Score -576543.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -576557.312500 Penalty: 4184.785156
	Iteration 37Q: 3 clusters Score -576557.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -576566.812500 Penalty: 4184.785156
	Iteration 38Q: 3 clusters Score -576566.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -576577.312500 Penalty: 4184.785156
	Iteration 39Q: 3 clusters Score -576577.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -576586.812500 Penalty: 4184.785156
	Iteration 40F: 3 clusters Score -576586.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -576593.312500 Penalty: 4184.785156
	Iteration 41Q: 3 clusters Score -576593.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -576595.687500 Penalty: 4184.785156
	Iteration 42Q: 3 clusters Score -576595.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -576600.187500 Penalty: 4184.785156
	Iteration 43Q: 3 clusters Score -576600.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -576607.062500 Penalty: 4184.785156
	Iteration 44Q: 3 clusters Score -576607.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -576613.562500 Penalty: 4184.785156
	Iteration 45Q: 3 clusters Score -576613.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -576620.187500 Penalty: 4184.785156
	Iteration 46Q: 3 clusters Score -576620.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -576622.250000 Penalty: 4184.785156
	Iteration 47Q: 3 clusters Score -576622.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -576628.187500 Penalty: 4184.785156
	Iteration 48Q: 3 clusters Score -576628.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -576633.250000 Penalty: 4184.785156
	Iteration 49Q: 3 clusters Score -576633.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -576634.687500 Penalty: 4184.785156
	Iteration 50Q: 3 clusters Score -576634.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -576636.500000 Penalty: 4184.785156
	Iteration 51Q: 3 clusters Score -576636.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -576637.812500 Penalty: 4184.785156
	Iteration 52Q: 3 clusters Score -576637.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -576644.312500 Penalty: 4184.785156
	Iteration 53Q: 3 clusters Score -576644.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -576648.937500 Penalty: 4184.785156
	Iteration 54Q: 3 clusters Score -576648.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -576651.562500 Penalty: 4184.785156
	Iteration 55Q: 3 clusters Score -576651.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -576652.312500 Penalty: 4184.785156
	Iteration 56Q: 3 clusters Score -576652.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -576652.500000 Penalty: 4184.785156
	Iteration 57Q: 3 clusters Score -576652.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -576652.500000 Penalty: 4184.785156
	Iteration 58F: 3 clusters Score -576652.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (2497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Entering Unmasked Estep 
Score: -313414.562500 Penalty: 1940.065674
	Iteration 0F: 2 clusters Score -313414.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -310450.406250 Penalty: 3880.131348
	Iteration 0F: 3 clusters Score -310450.4 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -311044.093750 Penalty: 3880.131348
	Iteration 1F: 3 clusters Score -311044.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -311197.937500 Penalty: 3880.131348
	Iteration 2F: 3 clusters Score -311197.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -311270.031250 Penalty: 3880.131348
	Iteration 3Q: 3 clusters Score -311270 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -311318.500000 Penalty: 3880.131348
	Iteration 4Q: 3 clusters Score -311318.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -311344.156250 Penalty: 3880.131348
	Iteration 5Q: 3 clusters Score -311344.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -311363.937500 Penalty: 3880.131348
	Iteration 6Q: 3 clusters Score -311363.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -311383.218750 Penalty: 3880.131348
	Iteration 7Q: 3 clusters Score -311383.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -311399.437500 Penalty: 3880.131348
	Iteration 8Q: 3 clusters Score -311399.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -311412.125000 Penalty: 3880.131348
	Iteration 9Q: 3 clusters Score -311412.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -311417.125000 Penalty: 3880.131348
	Iteration 10Q: 3 clusters Score -311417.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -311418.593750 Penalty: 3880.131348
	Iteration 11Q: 3 clusters Score -311418.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -311421.093750 Penalty: 3880.131348
	Iteration 12Q: 3 clusters Score -311421.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -311423.343750 Penalty: 3880.131348
	Iteration 13Q: 3 clusters Score -311423.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -311425.406250 Penalty: 3880.131348
	Iteration 14Q: 3 clusters Score -311425.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -311425.625000 Penalty: 3880.131348
	Iteration 15Q: 3 clusters Score -311425.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -311426.406250 Penalty: 3880.131348
	Iteration 16Q: 3 clusters Score -311426.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -311426.406250 Penalty: 3880.131348
	Iteration 17F: 3 clusters Score -311426.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (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: -17997.205078 Penalty: 1432.088745
	Iteration 0F: 2 clusters Score -17997.21 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 166 members 
Entering Unmasked Estep 
Score: -16851.470703 Penalty: 2864.177490
	Iteration 0F: 3 clusters Score -16851.47 nChanged 68
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: -17049.638672 Penalty: 2864.177490
	Iteration 1F: 3 clusters Score -17049.64 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -17068.445312 Penalty: 2864.177490
	Iteration 2Q: 3 clusters Score -17068.45 nChanged 5
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: -17085.000000 Penalty: 2864.177490
	Iteration 3Q: 3 clusters Score -17085 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -17104.363281 Penalty: 2864.177490
	Iteration 4Q: 3 clusters Score -17104.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -17137.986328 Penalty: 2864.177490
	Iteration 5Q: 3 clusters Score -17137.99 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -17186.121094 Penalty: 2864.177490
	Iteration 6Q: 3 clusters Score -17186.12 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -17205.226562 Penalty: 2864.177490
	Iteration 7Q: 3 clusters Score -17205.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -17234.943359 Penalty: 2864.177490
	Iteration 8Q: 3 clusters Score -17234.94 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -17318.949219 Penalty: 2864.177490
	Iteration 9Q: 3 clusters Score -17318.95 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -17341.255859 Penalty: 2864.177490
	Iteration 10Q: 3 clusters Score -17341.26 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -17366.382812 Penalty: 2864.177490
	Iteration 11Q: 3 clusters Score -17366.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -17379.847656 Penalty: 2864.177490
	Iteration 12Q: 3 clusters Score -17379.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -17393.919922 Penalty: 2864.177490
	Iteration 13Q: 3 clusters Score -17393.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -17400.044922 Penalty: 2864.177490
	Iteration 14Q: 3 clusters Score -17400.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -17402.503906 Penalty: 2864.177490
	Iteration 15Q: 3 clusters Score -17402.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -17402.503906 Penalty: 2864.177490
	Iteration 16F: 3 clusters Score -17402.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (9958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9958 members 
Entering Unmasked Estep 
Score: -1133599.875000 Penalty: 2283.120605
	Iteration 0F: 2 clusters Score -1133600 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -1125951.000000 Penalty: 4566.241211
	Iteration 0F: 3 clusters Score -1125951 nChanged 4200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -1128485.750000 Penalty: 4566.241211
	Iteration 1F: 3 clusters Score -1128486 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -1128988.625000 Penalty: 4566.241211
	Iteration 2F: 3 clusters Score -1128989 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -1129442.875000 Penalty: 4566.241211
	Iteration 3F: 3 clusters Score -1129443 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -1129885.875000 Penalty: 4566.241211
	Iteration 4F: 3 clusters Score -1129886 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -1130365.000000 Penalty: 4566.241211
	Iteration 5F: 3 clusters Score -1130365 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -1130864.875000 Penalty: 4566.241211
	Iteration 6F: 3 clusters Score -1130865 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -1131340.875000 Penalty: 4566.241211
	Iteration 7F: 3 clusters Score -1131341 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -1131676.625000 Penalty: 4566.241211
	Iteration 8F: 3 clusters Score -1131677 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -1131878.000000 Penalty: 4566.241211
	Iteration 9Q: 3 clusters Score -1131878 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -1132001.500000 Penalty: 4566.241211
	Iteration 10Q: 3 clusters Score -1132002 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -1132076.750000 Penalty: 4566.241211
	Iteration 11Q: 3 clusters Score -1132077 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -1132136.625000 Penalty: 4566.241211
	Iteration 12Q: 3 clusters Score -1132137 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -1132175.750000 Penalty: 4566.241211
	Iteration 13Q: 3 clusters Score -1132176 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -1132214.000000 Penalty: 4566.241211
	Iteration 14Q: 3 clusters Score -1132214 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -1132244.125000 Penalty: 4566.241211
	Iteration 15Q: 3 clusters Score -1132244 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -1132272.500000 Penalty: 4566.241211
	Iteration 16Q: 3 clusters Score -1132272 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -1132285.875000 Penalty: 4566.241211
	Iteration 17Q: 3 clusters Score -1132286 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -1132299.250000 Penalty: 4566.241211
	Iteration 18Q: 3 clusters Score -1132299 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -1132307.750000 Penalty: 4566.241211
	Iteration 19Q: 3 clusters Score -1132308 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -1132316.625000 Penalty: 4566.241211
	Iteration 20F: 3 clusters Score -1132317 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -1132335.250000 Penalty: 4566.241211
	Iteration 21Q: 3 clusters Score -1132335 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -1132347.500000 Penalty: 4566.241211
	Iteration 22Q: 3 clusters Score -1132348 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -1132366.875000 Penalty: 4566.241211
	Iteration 23Q: 3 clusters Score -1132367 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -1132384.875000 Penalty: 4566.241211
	Iteration 24Q: 3 clusters Score -1132385 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -1132389.625000 Penalty: 4566.241211
	Iteration 25Q: 3 clusters Score -1132390 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -1132401.750000 Penalty: 4566.241211
	Iteration 26Q: 3 clusters Score -1132402 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -1132407.375000 Penalty: 4566.241211
	Iteration 27Q: 3 clusters Score -1132407 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -1132408.500000 Penalty: 4566.241211
	Iteration 28Q: 3 clusters Score -1132408 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -1132417.000000 Penalty: 4566.241211
	Iteration 29Q: 3 clusters Score -1132417 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -1132418.250000 Penalty: 4566.241211
	Iteration 30Q: 3 clusters Score -1132418 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -1132421.125000 Penalty: 4566.241211
	Iteration 31Q: 3 clusters Score -1132421 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -1132425.375000 Penalty: 4566.241211
	Iteration 32Q: 3 clusters Score -1132425 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -1132429.250000 Penalty: 4566.241211
	Iteration 33Q: 3 clusters Score -1132429 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -1132437.125000 Penalty: 4566.241211
	Iteration 34Q: 3 clusters Score -1132437 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -1132441.125000 Penalty: 4566.241211
	Iteration 35Q: 3 clusters Score -1132441 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -1132442.500000 Penalty: 4566.241211
	Iteration 36Q: 3 clusters Score -1132442 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -1132455.250000 Penalty: 4566.241211
	Iteration 37Q: 3 clusters Score -1132455 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -1132466.250000 Penalty: 4566.241211
	Iteration 38Q: 3 clusters Score -1132466 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -1132481.375000 Penalty: 4566.241211
	Iteration 39Q: 3 clusters Score -1132481 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -1132494.000000 Penalty: 4566.241211
	Iteration 40F: 3 clusters Score -1132494 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -1132517.625000 Penalty: 4566.241211
	Iteration 41Q: 3 clusters Score -1132518 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -1132536.375000 Penalty: 4566.241211
	Iteration 42Q: 3 clusters Score -1132536 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -1132555.625000 Penalty: 4566.241211
	Iteration 43Q: 3 clusters Score -1132556 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -1132579.625000 Penalty: 4566.241211
	Iteration 44Q: 3 clusters Score -1132580 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -1132606.375000 Penalty: 4566.241211
	Iteration 45Q: 3 clusters Score -1132606 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -1132633.625000 Penalty: 4566.241211
	Iteration 46Q: 3 clusters Score -1132634 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -1132669.250000 Penalty: 4566.241211
	Iteration 47Q: 3 clusters Score -1132669 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -1132702.750000 Penalty: 4566.241211
	Iteration 48Q: 3 clusters Score -1132703 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -1132745.125000 Penalty: 4566.241211
	Iteration 49Q: 3 clusters Score -1132745 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -1132788.625000 Penalty: 4566.241211
	Iteration 50Q: 3 clusters Score -1132789 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -1132830.750000 Penalty: 4566.241211
	Iteration 51Q: 3 clusters Score -1132831 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -1132874.250000 Penalty: 4566.241211
	Iteration 52Q: 3 clusters Score -1132874 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -1132910.250000 Penalty: 4566.241211
	Iteration 53Q: 3 clusters Score -1132910 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -1132939.875000 Penalty: 4566.241211
	Iteration 54Q: 3 clusters Score -1132940 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -1132970.625000 Penalty: 4566.241211
	Iteration 55Q: 3 clusters Score -1132971 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -1133002.875000 Penalty: 4566.241211
	Iteration 56Q: 3 clusters Score -1133003 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -1133037.875000 Penalty: 4566.241211
	Iteration 57Q: 3 clusters Score -1133038 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -1133071.000000 Penalty: 4566.241211
	Iteration 58Q: 3 clusters Score -1133071 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -1133102.250000 Penalty: 4566.241211
	Iteration 59Q: 3 clusters Score -1133102 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -1133127.000000 Penalty: 4566.241211
	Iteration 60F: 3 clusters Score -1133127 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -1133144.875000 Penalty: 4566.241211
	Iteration 61Q: 3 clusters Score -1133145 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -1133156.250000 Penalty: 4566.241211
	Iteration 62Q: 3 clusters Score -1133156 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -1133167.625000 Penalty: 4566.241211
	Iteration 63Q: 3 clusters Score -1133168 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -1133171.375000 Penalty: 4566.241211
	Iteration 64Q: 3 clusters Score -1133171 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -1133184.875000 Penalty: 4566.241211
	Iteration 65Q: 3 clusters Score -1133185 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -1133198.375000 Penalty: 4566.241211
	Iteration 66Q: 3 clusters Score -1133198 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -1133205.375000 Penalty: 4566.241211
	Iteration 67Q: 3 clusters Score -1133205 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -1133215.125000 Penalty: 4566.241211
	Iteration 68Q: 3 clusters Score -1133215 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -1133221.625000 Penalty: 4566.241211
	Iteration 69Q: 3 clusters Score -1133222 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -1133227.500000 Penalty: 4566.241211
	Iteration 70Q: 3 clusters Score -1133228 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -1133232.250000 Penalty: 4566.241211
	Iteration 71Q: 3 clusters Score -1133232 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -1133236.500000 Penalty: 4566.241211
	Iteration 72Q: 3 clusters Score -1133236 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -1133241.250000 Penalty: 4566.241211
	Iteration 73Q: 3 clusters Score -1133241 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -1133241.750000 Penalty: 4566.241211
	Iteration 74Q: 3 clusters Score -1133242 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -1133244.375000 Penalty: 4566.241211
	Iteration 75Q: 3 clusters Score -1133244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -1133244.125000 Penalty: 4566.241211
	Iteration 76Q: 3 clusters Score -1133244 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -1133244.125000 Penalty: 4566.241211
	Iteration 77Q: 3 clusters Score -1133244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -1133243.625000 Penalty: 4566.241211
	Iteration 78Q: 3 clusters Score -1133244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -1133242.750000 Penalty: 4566.241211
	Iteration 79Q: 3 clusters Score -1133243 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -1133244.625000 Penalty: 4566.241211
	Iteration 80F: 3 clusters Score -1133245 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -1133245.875000 Penalty: 4566.241211
	Iteration 81Q: 3 clusters Score -1133246 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -1133245.250000 Penalty: 4566.241211
	Iteration 82Q: 3 clusters Score -1133245 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -1133244.875000 Penalty: 4566.241211
	Iteration 83Q: 3 clusters Score -1133245 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -1133248.000000 Penalty: 4566.241211
	Iteration 84Q: 3 clusters Score -1133248 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -1133248.125000 Penalty: 4566.241211
	Iteration 85Q: 3 clusters Score -1133248 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -1133248.750000 Penalty: 4566.241211
	Iteration 86Q: 3 clusters Score -1133249 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -1133247.875000 Penalty: 4566.241211
	Iteration 87Q: 3 clusters Score -1133248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -1133247.625000 Penalty: 4566.241211
	Iteration 88Q: 3 clusters Score -1133248 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -1133247.625000 Penalty: 4566.241211
	Iteration 89F: 3 clusters Score -1133248 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (27276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27276 members 
Entering Unmasked Estep 
Score: -3473615.750000 Penalty: 2533.012939
	Iteration 0F: 2 clusters Score -3473616 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13608 members 
Mstep: Class 2 contains 13668 members 
Entering Unmasked Estep 
Score: -3454703.750000 Penalty: 5066.025879
	Iteration 0F: 3 clusters Score -3454704 nChanged 12286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13484 members 
Mstep: Class 2 contains 13792 members 
Entering Unmasked Estep 
Score: -3461344.250000 Penalty: 5066.025879
	Iteration 1F: 3 clusters Score -3461344 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13329 members 
Mstep: Class 2 contains 13947 members 
Entering Unmasked Estep 
Score: -3461826.250000 Penalty: 5066.025879
	Iteration 2Q: 3 clusters Score -3461826 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13111 members 
Mstep: Class 2 contains 14165 members 
Entering Unmasked Estep 
Score: -3462350.000000 Penalty: 5066.025879
	Iteration 3Q: 3 clusters Score -3462350 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12769 members 
Mstep: Class 2 contains 14507 members 
Entering Unmasked Estep 
Score: -3462957.250000 Penalty: 5066.025879
	Iteration 4Q: 3 clusters Score -3462957 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12292 members 
Mstep: Class 2 contains 14984 members 
Entering Unmasked Estep 
Score: -3463803.000000 Penalty: 5066.025879
	Iteration 5F: 3 clusters Score -3463803 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11713 members 
Mstep: Class 2 contains 15563 members 
Entering Unmasked Estep 
Score: -3464786.250000 Penalty: 5066.025879
	Iteration 6F: 3 clusters Score -3464786 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11075 members 
Mstep: Class 2 contains 16201 members 
Entering Unmasked Estep 
Score: -3465771.000000 Penalty: 5066.025879
	Iteration 7F: 3 clusters Score -3465771 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10472 members 
Mstep: Class 2 contains 16804 members 
Entering Unmasked Estep 
Score: -3466610.250000 Penalty: 5066.025879
	Iteration 8F: 3 clusters Score -3466610 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9927 members 
Mstep: Class 2 contains 17349 members 
Entering Unmasked Estep 
Score: -3467240.750000 Penalty: 5066.025879
	Iteration 9Q: 3 clusters Score -3467241 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 17843 members 
Entering Unmasked Estep 
Score: -3467677.500000 Penalty: 5066.025879
	Iteration 10Q: 3 clusters Score -3467678 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 18219 members 
Entering Unmasked Estep 
Score: -3467926.250000 Penalty: 5066.025879
	Iteration 11Q: 3 clusters Score -3467926 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 18571 members 
Entering Unmasked Estep 
Score: -3468116.250000 Penalty: 5066.025879
	Iteration 12Q: 3 clusters Score -3468116 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 18944 members 
Entering Unmasked Estep 
Score: -3468261.250000 Penalty: 5066.025879
	Iteration 13Q: 3 clusters Score -3468261 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 19302 members 
Entering Unmasked Estep 
Score: -3468393.750000 Penalty: 5066.025879
	Iteration 14Q: 3 clusters Score -3468394 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 19683 members 
Entering Unmasked Estep 
Score: -3468518.750000 Penalty: 5066.025879
	Iteration 15Q: 3 clusters Score -3468519 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 20090 members 
Entering Unmasked Estep 
Score: -3468691.250000 Penalty: 5066.025879
	Iteration 16Q: 3 clusters Score -3468691 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 20522 members 
Entering Unmasked Estep 
Score: -3468849.250000 Penalty: 5066.025879
	Iteration 17Q: 3 clusters Score -3468849 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 20999 members 
Entering Unmasked Estep 
Score: -3469062.000000 Penalty: 5066.025879
	Iteration 18Q: 3 clusters Score -3469062 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 21504 members 
Entering Unmasked Estep 
Score: -3469328.000000 Penalty: 5066.025879
	Iteration 19Q: 3 clusters Score -3469328 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 21974 members 
Entering Unmasked Estep 
Score: -3469611.750000 Penalty: 5066.025879
	Iteration 20F: 3 clusters Score -3469612 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 22426 members 
Entering Unmasked Estep 
Score: -3469960.250000 Penalty: 5066.025879
	Iteration 21Q: 3 clusters Score -3469960 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 22860 members 
Entering Unmasked Estep 
Score: -3470307.500000 Penalty: 5066.025879
	Iteration 22Q: 3 clusters Score -3470308 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 23234 members 
Entering Unmasked Estep 
Score: -3470638.000000 Penalty: 5066.025879
	Iteration 23Q: 3 clusters Score -3470638 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 23530 members 
Entering Unmasked Estep 
Score: -3470917.000000 Penalty: 5066.025879
	Iteration 24Q: 3 clusters Score -3470917 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 23773 members 
Entering Unmasked Estep 
Score: -3471185.250000 Penalty: 5066.025879
	Iteration 25Q: 3 clusters Score -3471185 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 23967 members 
Entering Unmasked Estep 
Score: -3471389.250000 Penalty: 5066.025879
	Iteration 26Q: 3 clusters Score -3471389 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 24133 members 
Entering Unmasked Estep 
Score: -3471544.500000 Penalty: 5066.025879
	Iteration 27Q: 3 clusters Score -3471544 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 24290 members 
Entering Unmasked Estep 
Score: -3471656.750000 Penalty: 5066.025879
	Iteration 28Q: 3 clusters Score -3471657 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 24420 members 
Entering Unmasked Estep 
Score: -3471739.500000 Penalty: 5066.025879
	Iteration 29Q: 3 clusters Score -3471740 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 24516 members 
Entering Unmasked Estep 
Score: -3471804.000000 Penalty: 5066.025879
	Iteration 30Q: 3 clusters Score -3471804 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 24591 members 
Entering Unmasked Estep 
Score: -3471867.500000 Penalty: 5066.025879
	Iteration 31Q: 3 clusters Score -3471868 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 24654 members 
Entering Unmasked Estep 
Score: -3471896.000000 Penalty: 5066.025879
	Iteration 32Q: 3 clusters Score -3471896 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 24708 members 
Entering Unmasked Estep 
Score: -3471920.000000 Penalty: 5066.025879
	Iteration 33Q: 3 clusters Score -3471920 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 24746 members 
Entering Unmasked Estep 
Score: -3471940.000000 Penalty: 5066.025879
	Iteration 34Q: 3 clusters Score -3471940 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 24790 members 
Entering Unmasked Estep 
Score: -3471967.500000 Penalty: 5066.025879
	Iteration 35Q: 3 clusters Score -3471968 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 24819 members 
Entering Unmasked Estep 
Score: -3471971.000000 Penalty: 5066.025879
	Iteration 36Q: 3 clusters Score -3471971 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 24842 members 
Entering Unmasked Estep 
Score: -3471984.750000 Penalty: 5066.025879
	Iteration 37Q: 3 clusters Score -3471985 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 24869 members 
Entering Unmasked Estep 
Score: -3471997.250000 Penalty: 5066.025879
	Iteration 38Q: 3 clusters Score -3471997 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 24889 members 
Entering Unmasked Estep 
Score: -3471997.750000 Penalty: 5066.025879
	Iteration 39Q: 3 clusters Score -3471998 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 24908 members 
Entering Unmasked Estep 
Score: -3472006.000000 Penalty: 5066.025879
	Iteration 40F: 3 clusters Score -3472006 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 24924 members 
Entering Unmasked Estep 
Score: -3472007.500000 Penalty: 5066.025879
	Iteration 41Q: 3 clusters Score -3472008 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 24940 members 
Entering Unmasked Estep 
Score: -3472014.000000 Penalty: 5066.025879
	Iteration 42Q: 3 clusters Score -3472014 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 24951 members 
Entering Unmasked Estep 
Score: -3472015.250000 Penalty: 5066.025879
	Iteration 43Q: 3 clusters Score -3472015 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 24960 members 
Entering Unmasked Estep 
Score: -3472013.750000 Penalty: 5066.025879
	Iteration 44Q: 3 clusters Score -3472014 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 24966 members 
Entering Unmasked Estep 
Score: -3472017.000000 Penalty: 5066.025879
	Iteration 45Q: 3 clusters Score -3472017 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 24975 members 
Entering Unmasked Estep 
Score: -3472017.250000 Penalty: 5066.025879
	Iteration 46Q: 3 clusters Score -3472017 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 24982 members 
Entering Unmasked Estep 
Score: -3472017.750000 Penalty: 5066.025879
	Iteration 47Q: 3 clusters Score -3472018 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 24990 members 
Entering Unmasked Estep 
Score: -3472023.250000 Penalty: 5066.025879
	Iteration 48Q: 3 clusters Score -3472023 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 25000 members 
Entering Unmasked Estep 
Score: -3472031.250000 Penalty: 5066.025879
	Iteration 49Q: 3 clusters Score -3472031 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 25005 members 
Entering Unmasked Estep 
Score: -3472035.500000 Penalty: 5066.025879
	Iteration 50Q: 3 clusters Score -3472036 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 25010 members 
Entering Unmasked Estep 
Score: -3472030.250000 Penalty: 5066.025879
	Iteration 51Q: 3 clusters Score -3472030 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 25015 members 
Entering Unmasked Estep 
Score: -3472030.750000 Penalty: 5066.025879
	Iteration 52Q: 3 clusters Score -3472031 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 25017 members 
Entering Unmasked Estep 
Score: -3472035.750000 Penalty: 5066.025879
	Iteration 53Q: 3 clusters Score -3472036 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 25026 members 
Entering Unmasked Estep 
Score: -3472033.750000 Penalty: 5066.025879
	Iteration 54Q: 3 clusters Score -3472034 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 25033 members 
Entering Unmasked Estep 
Score: -3472033.250000 Penalty: 5066.025879
	Iteration 55Q: 3 clusters Score -3472033 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 25036 members 
Entering Unmasked Estep 
Score: -3472032.000000 Penalty: 5066.025879
	Iteration 56Q: 3 clusters Score -3472032 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 25041 members 
Entering Unmasked Estep 
Score: -3472036.250000 Penalty: 5066.025879
	Iteration 57Q: 3 clusters Score -3472036 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 25044 members 
Entering Unmasked Estep 
Score: -3472038.000000 Penalty: 5066.025879
	Iteration 58Q: 3 clusters Score -3472038 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 25045 members 
Entering Unmasked Estep 
Score: -3472038.000000 Penalty: 5066.025879
	Iteration 59Q: 3 clusters Score -3472038 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 25049 members 
Entering Unmasked Estep 
Score: -3472042.250000 Penalty: 5066.025879
	Iteration 60F: 3 clusters Score -3472042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 25052 members 
Entering Unmasked Estep 
Score: -3472043.250000 Penalty: 5066.025879
	Iteration 61Q: 3 clusters Score -3472043 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 25052 members 
Entering Unmasked Estep 
Score: -3472043.250000 Penalty: 5066.025879
	Iteration 62F: 3 clusters Score -3472043 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (5090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Entering Unmasked Estep 
Score: -635900.625000 Penalty: 2116.688232
	Iteration 0F: 2 clusters Score -635900.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -631306.750000 Penalty: 4233.376465
	Iteration 0F: 3 clusters Score -631306.8 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -632365.250000 Penalty: 4233.376465
	Iteration 1F: 3 clusters Score -632365.2 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -632590.062500 Penalty: 4233.376465
	Iteration 2F: 3 clusters Score -632590.1 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -632742.250000 Penalty: 4233.376465
	Iteration 3F: 3 clusters Score -632742.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -632867.687500 Penalty: 4233.376465
	Iteration 4Q: 3 clusters Score -632867.7 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -632961.062500 Penalty: 4233.376465
	Iteration 5Q: 3 clusters Score -632961.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -633043.000000 Penalty: 4233.376465
	Iteration 6Q: 3 clusters Score -633043 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -633113.437500 Penalty: 4233.376465
	Iteration 7Q: 3 clusters Score -633113.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -633194.187500 Penalty: 4233.376465
	Iteration 8Q: 3 clusters Score -633194.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -633266.750000 Penalty: 4233.376465
	Iteration 9Q: 3 clusters Score -633266.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -633337.500000 Penalty: 4233.376465
	Iteration 10Q: 3 clusters Score -633337.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -633401.125000 Penalty: 4233.376465
	Iteration 11Q: 3 clusters Score -633401.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -633475.250000 Penalty: 4233.376465
	Iteration 12Q: 3 clusters Score -633475.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -633542.562500 Penalty: 4233.376465
	Iteration 13Q: 3 clusters Score -633542.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -633606.125000 Penalty: 4233.376465
	Iteration 14Q: 3 clusters Score -633606.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -633668.062500 Penalty: 4233.376465
	Iteration 15Q: 3 clusters Score -633668.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -633729.750000 Penalty: 4233.376465
	Iteration 16Q: 3 clusters Score -633729.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -633775.000000 Penalty: 4233.376465
	Iteration 17Q: 3 clusters Score -633775 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -633820.187500 Penalty: 4233.376465
	Iteration 18Q: 3 clusters Score -633820.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -633853.375000 Penalty: 4233.376465
	Iteration 19Q: 3 clusters Score -633853.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -633876.812500 Penalty: 4233.376465
	Iteration 20F: 3 clusters Score -633876.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -633891.812500 Penalty: 4233.376465
	Iteration 21Q: 3 clusters Score -633891.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -633910.937500 Penalty: 4233.376465
	Iteration 22Q: 3 clusters Score -633910.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -633927.187500 Penalty: 4233.376465
	Iteration 23Q: 3 clusters Score -633927.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -633932.375000 Penalty: 4233.376465
	Iteration 24Q: 3 clusters Score -633932.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -633941.000000 Penalty: 4233.376465
	Iteration 25Q: 3 clusters Score -633941 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -633948.000000 Penalty: 4233.376465
	Iteration 26Q: 3 clusters Score -633948 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -633956.750000 Penalty: 4233.376465
	Iteration 27Q: 3 clusters Score -633956.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -633961.750000 Penalty: 4233.376465
	Iteration 28Q: 3 clusters Score -633961.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -633964.062500 Penalty: 4233.376465
	Iteration 29Q: 3 clusters Score -633964.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -633970.562500 Penalty: 4233.376465
	Iteration 30Q: 3 clusters Score -633970.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -633972.062500 Penalty: 4233.376465
	Iteration 31Q: 3 clusters Score -633972.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -633976.500000 Penalty: 4233.376465
	Iteration 32Q: 3 clusters Score -633976.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -633977.312500 Penalty: 4233.376465
	Iteration 33Q: 3 clusters Score -633977.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -633978.750000 Penalty: 4233.376465
	Iteration 34Q: 3 clusters Score -633978.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -633979.500000 Penalty: 4233.376465
	Iteration 35Q: 3 clusters Score -633979.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -633979.187500 Penalty: 4233.376465
	Iteration 36Q: 3 clusters Score -633979.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -633979.187500 Penalty: 4233.376465
	Iteration 37F: 3 clusters Score -633979.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (12490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12490 members 
Entering Unmasked Estep 
Score: -1580819.625000 Penalty: 2339.305664
	Iteration 0F: 2 clusters Score -1580820 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -1571567.875000 Penalty: 4678.611328
	Iteration 0F: 3 clusters Score -1571568 nChanged 5200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -1574329.500000 Penalty: 4678.611328
	Iteration 1F: 3 clusters Score -1574330 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -1574792.625000 Penalty: 4678.611328
	Iteration 2F: 3 clusters Score -1574793 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -1575200.500000 Penalty: 4678.611328
	Iteration 3F: 3 clusters Score -1575200 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -1575574.250000 Penalty: 4678.611328
	Iteration 4F: 3 clusters Score -1575574 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -1575996.750000 Penalty: 4678.611328
	Iteration 5F: 3 clusters Score -1575997 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -1576432.000000 Penalty: 4678.611328
	Iteration 6F: 3 clusters Score -1576432 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -1576904.125000 Penalty: 4678.611328
	Iteration 7F: 3 clusters Score -1576904 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -1577453.500000 Penalty: 4678.611328
	Iteration 8F: 3 clusters Score -1577454 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9701 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -1577997.000000 Penalty: 4678.611328
	Iteration 9Q: 3 clusters Score -1577997 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10049 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -1578497.250000 Penalty: 4678.611328
	Iteration 10Q: 3 clusters Score -1578497 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10296 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -1578918.500000 Penalty: 4678.611328
	Iteration 11Q: 3 clusters Score -1578918 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10456 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -1579231.750000 Penalty: 4678.611328
	Iteration 12Q: 3 clusters Score -1579232 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -1579546.250000 Penalty: 4678.611328
	Iteration 13Q: 3 clusters Score -1579546 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10686 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -1579796.000000 Penalty: 4678.611328
	Iteration 14Q: 3 clusters Score -1579796 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10736 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -1579943.125000 Penalty: 4678.611328
	Iteration 15Q: 3 clusters Score -1579943 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10770 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -1580001.250000 Penalty: 4678.611328
	Iteration 16Q: 3 clusters Score -1580001 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -1580017.375000 Penalty: 4678.611328
	Iteration 17Q: 3 clusters Score -1580017 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10805 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -1580028.000000 Penalty: 4678.611328
	Iteration 18Q: 3 clusters Score -1580028 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10814 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -1580035.625000 Penalty: 4678.611328
	Iteration 19Q: 3 clusters Score -1580036 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10822 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -1580040.750000 Penalty: 4678.611328
	Iteration 20F: 3 clusters Score -1580041 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10825 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -1580042.375000 Penalty: 4678.611328
	Iteration 21Q: 3 clusters Score -1580042 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10826 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -1580041.375000 Penalty: 4678.611328
	Iteration 22Q: 3 clusters Score -1580041 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -1580042.000000 Penalty: 4678.611328
	Iteration 23Q: 3 clusters Score -1580042 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -1580042.000000 Penalty: 4678.611328
	Iteration 24F: 3 clusters Score -1580042 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (1001 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Entering Unmasked Estep 
Score: -124804.359375 Penalty: 1713.371216
	Iteration 0F: 2 clusters Score -124804.4 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 481 members 
Entering Unmasked Estep 
Score: -123118.132812 Penalty: 3426.742432
	Iteration 0F: 3 clusters Score -123118.1 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -123938.828125 Penalty: 3426.742432
	Iteration 1F: 3 clusters Score -123938.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -124242.882812 Penalty: 3426.742432
	Iteration 2F: 3 clusters Score -124242.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -124434.328125 Penalty: 3426.742432
	Iteration 3F: 3 clusters Score -124434.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -124514.656250 Penalty: 3426.742432
	Iteration 4Q: 3 clusters Score -124514.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -124541.390625 Penalty: 3426.742432
	Iteration 5Q: 3 clusters Score -124541.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -124553.046875 Penalty: 3426.742432
	Iteration 6Q: 3 clusters Score -124553 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -124577.109375 Penalty: 3426.742432
	Iteration 7Q: 3 clusters Score -124577.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -124607.289062 Penalty: 3426.742432
	Iteration 8Q: 3 clusters Score -124607.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -124614.578125 Penalty: 3426.742432
	Iteration 9Q: 3 clusters Score -124614.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -124624.953125 Penalty: 3426.742432
	Iteration 10Q: 3 clusters Score -124625 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -124630.242188 Penalty: 3426.742432
	Iteration 11Q: 3 clusters Score -124630.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -124631.914062 Penalty: 3426.742432
	Iteration 12Q: 3 clusters Score -124631.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -124631.914062 Penalty: 3426.742432
	Iteration 13F: 3 clusters Score -124631.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (3725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Entering Unmasked Estep 
Score: -463322.531250 Penalty: 2039.259888
	Iteration 0F: 2 clusters Score -463322.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -459597.312500 Penalty: 4078.519775
	Iteration 0F: 3 clusters Score -459597.3 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -460443.281250 Penalty: 4078.519775
	Iteration 1F: 3 clusters Score -460443.3 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -460623.718750 Penalty: 4078.519775
	Iteration 2F: 3 clusters Score -460623.7 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -460755.968750 Penalty: 4078.519775
	Iteration 3F: 3 clusters Score -460756 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -460850.937500 Penalty: 4078.519775
	Iteration 4Q: 3 clusters Score -460850.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -460931.906250 Penalty: 4078.519775
	Iteration 5Q: 3 clusters Score -460931.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -460983.843750 Penalty: 4078.519775
	Iteration 6Q: 3 clusters Score -460983.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -461038.281250 Penalty: 4078.519775
	Iteration 7Q: 3 clusters Score -461038.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -461081.562500 Penalty: 4078.519775
	Iteration 8Q: 3 clusters Score -461081.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -461114.625000 Penalty: 4078.519775
	Iteration 9Q: 3 clusters Score -461114.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -461149.875000 Penalty: 4078.519775
	Iteration 10Q: 3 clusters Score -461149.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -461179.062500 Penalty: 4078.519775
	Iteration 11Q: 3 clusters Score -461179.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -461204.062500 Penalty: 4078.519775
	Iteration 12Q: 3 clusters Score -461204.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -461238.875000 Penalty: 4078.519775
	Iteration 13Q: 3 clusters Score -461238.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -461264.656250 Penalty: 4078.519775
	Iteration 14Q: 3 clusters Score -461264.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -461289.468750 Penalty: 4078.519775
	Iteration 15Q: 3 clusters Score -461289.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -461313.437500 Penalty: 4078.519775
	Iteration 16Q: 3 clusters Score -461313.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -461338.562500 Penalty: 4078.519775
	Iteration 17Q: 3 clusters Score -461338.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -461360.187500 Penalty: 4078.519775
	Iteration 18Q: 3 clusters Score -461360.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -461378.562500 Penalty: 4078.519775
	Iteration 19Q: 3 clusters Score -461378.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -461397.250000 Penalty: 4078.519775
	Iteration 20F: 3 clusters Score -461397.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -461415.312500 Penalty: 4078.519775
	Iteration 21Q: 3 clusters Score -461415.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -461430.093750 Penalty: 4078.519775
	Iteration 22Q: 3 clusters Score -461430.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -461443.656250 Penalty: 4078.519775
	Iteration 23Q: 3 clusters Score -461443.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -461460.687500 Penalty: 4078.519775
	Iteration 24Q: 3 clusters Score -461460.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -461475.875000 Penalty: 4078.519775
	Iteration 25Q: 3 clusters Score -461475.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -461488.625000 Penalty: 4078.519775
	Iteration 26Q: 3 clusters Score -461488.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -461501.250000 Penalty: 4078.519775
	Iteration 27Q: 3 clusters Score -461501.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -461506.906250 Penalty: 4078.519775
	Iteration 28Q: 3 clusters Score -461506.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -461511.937500 Penalty: 4078.519775
	Iteration 29Q: 3 clusters Score -461511.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -461513.750000 Penalty: 4078.519775
	Iteration 30Q: 3 clusters Score -461513.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -461518.906250 Penalty: 4078.519775
	Iteration 31Q: 3 clusters Score -461518.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -461525.906250 Penalty: 4078.519775
	Iteration 32Q: 3 clusters Score -461525.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -461533.625000 Penalty: 4078.519775
	Iteration 33Q: 3 clusters Score -461533.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -461541.437500 Penalty: 4078.519775
	Iteration 34Q: 3 clusters Score -461541.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -461546.218750 Penalty: 4078.519775
	Iteration 35Q: 3 clusters Score -461546.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -461551.125000 Penalty: 4078.519775
	Iteration 36Q: 3 clusters Score -461551.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -461556.562500 Penalty: 4078.519775
	Iteration 37Q: 3 clusters Score -461556.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -461557.031250 Penalty: 4078.519775
	Iteration 38Q: 3 clusters Score -461557 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -461558.625000 Penalty: 4078.519775
	Iteration 39Q: 3 clusters Score -461558.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -461559.812500 Penalty: 4078.519775
	Iteration 40F: 3 clusters Score -461559.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -461561.281250 Penalty: 4078.519775
	Iteration 41Q: 3 clusters Score -461561.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -461563.687500 Penalty: 4078.519775
	Iteration 42Q: 3 clusters Score -461563.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -461565.562500 Penalty: 4078.519775
	Iteration 43Q: 3 clusters Score -461565.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -461568.375000 Penalty: 4078.519775
	Iteration 44Q: 3 clusters Score -461568.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -461569.187500 Penalty: 4078.519775
	Iteration 45Q: 3 clusters Score -461569.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -461570.531250 Penalty: 4078.519775
	Iteration 46Q: 3 clusters Score -461570.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -461571.125000 Penalty: 4078.519775
	Iteration 47Q: 3 clusters Score -461571.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -461572.843750 Penalty: 4078.519775
	Iteration 48Q: 3 clusters Score -461572.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -461573.812500 Penalty: 4078.519775
	Iteration 49Q: 3 clusters Score -461573.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -461574.281250 Penalty: 4078.519775
	Iteration 50Q: 3 clusters Score -461574.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -461574.875000 Penalty: 4078.519775
	Iteration 51Q: 3 clusters Score -461574.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -461575.687500 Penalty: 4078.519775
	Iteration 52Q: 3 clusters Score -461575.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -461576.625000 Penalty: 4078.519775
	Iteration 53Q: 3 clusters Score -461576.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -461576.312500 Penalty: 4078.519775
	Iteration 54Q: 3 clusters Score -461576.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -461576.281250 Penalty: 4078.519775
	Iteration 55Q: 3 clusters Score -461576.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -461576.281250 Penalty: 4078.519775
	Iteration 56F: 3 clusters Score -461576.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Entering Unmasked Estep 
Score: -142396.593750 Penalty: 1710.129395
	Iteration 0F: 2 clusters Score -142396.6 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 481 members 
Entering Unmasked Estep 
Score: -140607.968750 Penalty: 3420.258789
	Iteration 0F: 3 clusters Score -140608 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -141633.953125 Penalty: 3420.258789
	Iteration 1F: 3 clusters Score -141634 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -142321.796875 Penalty: 3420.258789
	Iteration 2F: 3 clusters Score -142321.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -142657.484375 Penalty: 3420.258789
	Iteration 3F: 3 clusters Score -142657.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -142793.062500 Penalty: 3420.258789
	Iteration 4Q: 3 clusters Score -142793.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -142881.421875 Penalty: 3420.258789
	Iteration 5Q: 3 clusters Score -142881.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -142918.109375 Penalty: 3420.258789
	Iteration 6Q: 3 clusters Score -142918.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -142939.859375 Penalty: 3420.258789
	Iteration 7Q: 3 clusters Score -142939.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -142952.109375 Penalty: 3420.258789
	Iteration 8Q: 3 clusters Score -142952.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -142957.218750 Penalty: 3420.258789
	Iteration 9Q: 3 clusters Score -142957.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -142957.218750 Penalty: 3420.258789
	Iteration 10F: 3 clusters Score -142957.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 15361 members 
Mstep: Class 3 contains 27041 members 
Mstep: Class 4 contains 35843 members 
Mstep: Class 5 contains 21355 members 
Mstep: Class 6 contains 641 members 
Mstep: Class 7 contains 2492 members 
Mstep: Class 8 contains 48755 members 
Mstep: Class 9 contains 29937 members 
Mstep: Class 10 contains 12093 members 
Mstep: Class 11 contains 4398 members 
Mstep: Class 12 contains 225570 members 
Mstep: Class 13 contains 9174 members 
Mstep: Class 14 contains 5297 members 
Mstep: Class 15 contains 27044 members 
Mstep: Class 16 contains 9442 members 
Mstep: Class 17 contains 9696 members 
Mstep: Class 18 contains 8382 members 
Mstep: Class 19 contains 163102 members 
Mstep: Class 20 contains 41538 members 
Mstep: Class 21 contains 12637 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 10791 members 
Mstep: Class 24 contains 4123 members 
Mstep: Class 25 contains 6805 members 
Mstep: Class 26 contains 60540 members 
Mstep: Class 27 contains 9616 members 
Mstep: Class 28 contains 6868 members 
Mstep: Class 29 contains 5403 members 
Mstep: Class 30 contains 8665 members 
Mstep: Class 31 contains 335 members 
Mstep: Class 32 contains 452 members 
Mstep: Class 33 contains 1802 members 
Mstep: Class 34 contains 8709 members 
Mstep: Class 35 contains 197201 members 
Mstep: Class 36 contains 2892 members 
Mstep: Class 37 contains 4615 members 
Mstep: Class 38 contains 2497 members 
Mstep: Class 39 contains 322 members 
Mstep: Class 40 contains 9958 members 
Mstep: Class 41 contains 27276 members 
Mstep: Class 42 contains 5090 members 
Mstep: Class 43 contains 12490 members 
Mstep: Class 44 contains 1001 members 
Mstep: Class 45 contains 3725 members 
Mstep: Class 46 contains 522 members 
Mstep: Class 47 contains 13842 members 
Mstep: Class 48 contains 384 members 
Mstep: Class 49 contains 4144 members 
Mstep: Class 50 contains 302 members 
Mstep: Class 51 contains 418 members 
Mstep: Class 52 contains 38552 members 
Mstep: Class 53 contains 264 members 
Mstep: Class 54 contains 7366 members 
Mstep: Class 55 contains 451 members 
Mstep: Class 56 contains 1816 members 
Mstep: Class 57 contains 2958 members 
Mstep: Class 58 contains 814 members 
Mstep: Class 59 contains 155 members 
Mstep: Class 60 contains 635 members 
Mstep: Class 61 contains 549 members 
Mstep: Class 62 contains 275 members 
Mstep: Class 63 contains 367 members 
Mstep: Class 64 contains 222 members 
Mstep: Class 65 contains 746 members 
Mstep: Class 66 contains 230 members 
Mstep: Class 67 contains 151 members 
Mstep: Class 68 contains 722 members 
Mstep: Class 69 contains 503 members 
Mstep: Class 70 contains 214 members 
Mstep: Class 71 contains 399 members 
Mstep: Class 72 contains 4064 members 
Mstep: Class 73 contains 252 members 
Mstep: Class 74 contains 392 members 
Mstep: Class 75 contains 219 members 
Mstep: Class 76 contains 302 members 
Mstep: Class 77 contains 383 members 
Mstep: Class 78 contains 347 members 
Mstep: Class 79 contains 466 members 
Mstep: Class 80 contains 259 members 
Entering Unmasked Estep 
Score: -147546144.000000 Penalty: 277521.750000
Splitting cluster 46 changes total score from -147547344.000000 to -147546144.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 47 (13842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13842 members 
Entering Unmasked Estep 
Score: -1782758.875000 Penalty: 2364.794678
	Iteration 0F: 2 clusters Score -1782759 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -1772517.875000 Penalty: 4729.589355
	Iteration 0F: 3 clusters Score -1772518 nChanged 5945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -1775723.875000 Penalty: 4729.589355
	Iteration 1F: 3 clusters Score -1775724 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -1776115.625000 Penalty: 4729.589355
	Iteration 2F: 3 clusters Score -1776116 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -1776449.125000 Penalty: 4729.589355
	Iteration 3F: 3 clusters Score -1776449 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 8681 members 
Entering Unmasked Estep 
Score: -1776783.875000 Penalty: 4729.589355
	Iteration 4Q: 3 clusters Score -1776784 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -1777196.500000 Penalty: 4729.589355
	Iteration 5F: 3 clusters Score -1777196 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 9942 members 
Entering Unmasked Estep 
Score: -1777674.000000 Penalty: 4729.589355
	Iteration 6F: 3 clusters Score -1777674 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 10665 members 
Entering Unmasked Estep 
Score: -1778217.000000 Penalty: 4729.589355
	Iteration 7F: 3 clusters Score -1778217 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 11339 members 
Entering Unmasked Estep 
Score: -1778757.750000 Penalty: 4729.589355
	Iteration 8F: 3 clusters Score -1778758 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 11962 members 
Entering Unmasked Estep 
Score: -1779311.375000 Penalty: 4729.589355
	Iteration 9Q: 3 clusters Score -1779311 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 12457 members 
Entering Unmasked Estep 
Score: -1779772.375000 Penalty: 4729.589355
	Iteration 10Q: 3 clusters Score -1779772 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 12804 members 
Entering Unmasked Estep 
Score: -1780103.625000 Penalty: 4729.589355
	Iteration 11Q: 3 clusters Score -1780104 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 13024 members 
Entering Unmasked Estep 
Score: -1780333.375000 Penalty: 4729.589355
	Iteration 12Q: 3 clusters Score -1780333 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 13147 members 
Entering Unmasked Estep 
Score: -1780470.125000 Penalty: 4729.589355
	Iteration 13Q: 3 clusters Score -1780470 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 13221 members 
Entering Unmasked Estep 
Score: -1780556.375000 Penalty: 4729.589355
	Iteration 14Q: 3 clusters Score -1780556 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 13269 members 
Entering Unmasked Estep 
Score: -1780607.500000 Penalty: 4729.589355
	Iteration 15Q: 3 clusters Score -1780608 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 13296 members 
Entering Unmasked Estep 
Score: -1780645.250000 Penalty: 4729.589355
	Iteration 16Q: 3 clusters Score -1780645 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 13321 members 
Entering Unmasked Estep 
Score: -1780667.125000 Penalty: 4729.589355
	Iteration 17Q: 3 clusters Score -1780667 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 13333 members 
Entering Unmasked Estep 
Score: -1780691.125000 Penalty: 4729.589355
	Iteration 18Q: 3 clusters Score -1780691 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 13346 members 
Entering Unmasked Estep 
Score: -1780707.750000 Penalty: 4729.589355
	Iteration 19Q: 3 clusters Score -1780708 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 13358 members 
Entering Unmasked Estep 
Score: -1780717.000000 Penalty: 4729.589355
	Iteration 20F: 3 clusters Score -1780717 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 13368 members 
Entering Unmasked Estep 
Score: -1780725.000000 Penalty: 4729.589355
	Iteration 21Q: 3 clusters Score -1780725 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 13375 members 
Entering Unmasked Estep 
Score: -1780735.250000 Penalty: 4729.589355
	Iteration 22Q: 3 clusters Score -1780735 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 13380 members 
Entering Unmasked Estep 
Score: -1780737.750000 Penalty: 4729.589355
	Iteration 23Q: 3 clusters Score -1780738 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 13382 members 
Entering Unmasked Estep 
Score: -1780741.875000 Penalty: 4729.589355
	Iteration 24Q: 3 clusters Score -1780742 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 13383 members 
Entering Unmasked Estep 
Score: -1780739.625000 Penalty: 4729.589355
	Iteration 25Q: 3 clusters Score -1780740 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 13383 members 
Entering Unmasked Estep 
Score: -1780739.625000 Penalty: 4729.589355
	Iteration 26F: 3 clusters Score -1780740 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Entering Unmasked Estep 
Score: -33912.636719 Penalty: 1475.759399
	Iteration 0F: 2 clusters Score -33912.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -32687.259766 Penalty: 2951.518799
	Iteration 0F: 3 clusters Score -32687.26 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -33023.710938 Penalty: 2951.518799
	Iteration 1F: 3 clusters Score -33023.71 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -33107.910156 Penalty: 2951.518799
	Iteration 2F: 3 clusters Score -33107.91 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -33124.617188 Penalty: 2951.518799
	Iteration 3Q: 3 clusters Score -33124.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -33134.316406 Penalty: 2951.518799
	Iteration 4Q: 3 clusters Score -33134.32 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -33150.609375 Penalty: 2951.518799
	Iteration 5Q: 3 clusters Score -33150.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -33168.097656 Penalty: 2951.518799
	Iteration 6Q: 3 clusters Score -33168.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -33180.867188 Penalty: 2951.518799
	Iteration 7Q: 3 clusters Score -33180.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -33192.839844 Penalty: 2951.518799
	Iteration 8Q: 3 clusters Score -33192.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -33207.988281 Penalty: 2951.518799
	Iteration 9Q: 3 clusters Score -33207.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -33220.371094 Penalty: 2951.518799
	Iteration 10Q: 3 clusters Score -33220.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -33222.421875 Penalty: 2951.518799
	Iteration 11Q: 3 clusters Score -33222.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -33222.421875 Penalty: 2951.518799
	Iteration 12F: 3 clusters Score -33222.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (4144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Entering Unmasked Estep 
Score: -507093.156250 Penalty: 2065.695557
	Iteration 0F: 2 clusters Score -507093.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -503148.750000 Penalty: 4131.391113
	Iteration 0F: 3 clusters Score -503148.8 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -504043.593750 Penalty: 4131.391113
	Iteration 1F: 3 clusters Score -504043.6 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -504301.500000 Penalty: 4131.391113
	Iteration 2F: 3 clusters Score -504301.5 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -504474.437500 Penalty: 4131.391113
	Iteration 3F: 3 clusters Score -504474.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -504602.312500 Penalty: 4131.391113
	Iteration 4Q: 3 clusters Score -504602.3 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -504734.781250 Penalty: 4131.391113
	Iteration 5Q: 3 clusters Score -504734.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -504842.000000 Penalty: 4131.391113
	Iteration 6Q: 3 clusters Score -504842 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -504934.781250 Penalty: 4131.391113
	Iteration 7Q: 3 clusters Score -504934.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -505021.781250 Penalty: 4131.391113
	Iteration 8Q: 3 clusters Score -505021.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -505133.250000 Penalty: 4131.391113
	Iteration 9Q: 3 clusters Score -505133.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -505265.937500 Penalty: 4131.391113
	Iteration 10Q: 3 clusters Score -505265.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -505423.562500 Penalty: 4131.391113
	Iteration 11Q: 3 clusters Score -505423.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -505667.625000 Penalty: 4131.391113
	Iteration 12Q: 3 clusters Score -505667.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -505910.531250 Penalty: 4131.391113
	Iteration 13Q: 3 clusters Score -505910.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -506076.750000 Penalty: 4131.391113
	Iteration 14Q: 3 clusters Score -506076.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -506195.875000 Penalty: 4131.391113
	Iteration 15Q: 3 clusters Score -506195.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -506248.000000 Penalty: 4131.391113
	Iteration 16Q: 3 clusters Score -506248 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -506282.218750 Penalty: 4131.391113
	Iteration 17Q: 3 clusters Score -506282.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -506306.468750 Penalty: 4131.391113
	Iteration 18Q: 3 clusters Score -506306.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -506317.562500 Penalty: 4131.391113
	Iteration 19Q: 3 clusters Score -506317.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -506328.875000 Penalty: 4131.391113
	Iteration 20F: 3 clusters Score -506328.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -506339.656250 Penalty: 4131.391113
	Iteration 21Q: 3 clusters Score -506339.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -506345.187500 Penalty: 4131.391113
	Iteration 22Q: 3 clusters Score -506345.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -506349.718750 Penalty: 4131.391113
	Iteration 23Q: 3 clusters Score -506349.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -506354.156250 Penalty: 4131.391113
	Iteration 24Q: 3 clusters Score -506354.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -506359.218750 Penalty: 4131.391113
	Iteration 25Q: 3 clusters Score -506359.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -506361.843750 Penalty: 4131.391113
	Iteration 26Q: 3 clusters Score -506361.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -506365.937500 Penalty: 4131.391113
	Iteration 27Q: 3 clusters Score -506365.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -506370.218750 Penalty: 4131.391113
	Iteration 28Q: 3 clusters Score -506370.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -506374.906250 Penalty: 4131.391113
	Iteration 29Q: 3 clusters Score -506374.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -506376.437500 Penalty: 4131.391113
	Iteration 30Q: 3 clusters Score -506376.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -506380.187500 Penalty: 4131.391113
	Iteration 31Q: 3 clusters Score -506380.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -506384.312500 Penalty: 4131.391113
	Iteration 32Q: 3 clusters Score -506384.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -506389.625000 Penalty: 4131.391113
	Iteration 33Q: 3 clusters Score -506389.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -506398.062500 Penalty: 4131.391113
	Iteration 34Q: 3 clusters Score -506398.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -506406.750000 Penalty: 4131.391113
	Iteration 35Q: 3 clusters Score -506406.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -506415.906250 Penalty: 4131.391113
	Iteration 36Q: 3 clusters Score -506415.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -506430.218750 Penalty: 4131.391113
	Iteration 37Q: 3 clusters Score -506430.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -506439.312500 Penalty: 4131.391113
	Iteration 38Q: 3 clusters Score -506439.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -506440.656250 Penalty: 4131.391113
	Iteration 39Q: 3 clusters Score -506440.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -506441.125000 Penalty: 4131.391113
	Iteration 40F: 3 clusters Score -506441.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -506443.187500 Penalty: 4131.391113
	Iteration 41Q: 3 clusters Score -506443.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -506443.781250 Penalty: 4131.391113
	Iteration 42Q: 3 clusters Score -506443.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -506444.500000 Penalty: 4131.391113
	Iteration 43Q: 3 clusters Score -506444.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -506445.625000 Penalty: 4131.391113
	Iteration 44Q: 3 clusters Score -506445.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -506445.625000 Penalty: 4131.391113
	Iteration 45F: 3 clusters Score -506445.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Entering Unmasked Estep 
Score: -41503.324219 Penalty: 1416.185791
	Iteration 0F: 2 clusters Score -41503.32 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 158 members 
Entering Unmasked Estep 
Score: -40420.230469 Penalty: 2832.371582
	Iteration 0F: 3 clusters Score -40420.23 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -40736.562500 Penalty: 2832.371582
	Iteration 1F: 3 clusters Score -40736.56 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -41041.148438 Penalty: 2832.371582
	Iteration 2F: 3 clusters Score -41041.15 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -41288.562500 Penalty: 2832.371582
	Iteration 3F: 3 clusters Score -41288.56 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -41444.718750 Penalty: 2832.371582
	Iteration 4Q: 3 clusters Score -41444.72 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -41506.144531 Penalty: 2832.371582
	Iteration 5Q: 3 clusters Score -41506.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -41535.843750 Penalty: 2832.371582
	Iteration 6Q: 3 clusters Score -41535.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -41547.886719 Penalty: 2832.371582
	Iteration 7Q: 3 clusters Score -41547.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -41580.339844 Penalty: 2832.371582
	Iteration 8Q: 3 clusters Score -41580.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -41602.074219 Penalty: 2832.371582
	Iteration 9Q: 3 clusters Score -41602.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -41650.730469 Penalty: 2832.371582
	Iteration 10Q: 3 clusters Score -41650.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -41702.031250 Penalty: 2832.371582
	Iteration 11Q: 3 clusters Score -41702.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -41702.031250 Penalty: 2832.371582
	Iteration 12F: 3 clusters Score -41702.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 15361 members 
Mstep: Class 3 contains 27041 members 
Mstep: Class 4 contains 35843 members 
Mstep: Class 5 contains 21355 members 
Mstep: Class 6 contains 641 members 
Mstep: Class 7 contains 2492 members 
Mstep: Class 8 contains 48755 members 
Mstep: Class 9 contains 29937 members 
Mstep: Class 10 contains 12093 members 
Mstep: Class 11 contains 4398 members 
Mstep: Class 12 contains 225570 members 
Mstep: Class 13 contains 9174 members 
Mstep: Class 14 contains 5297 members 
Mstep: Class 15 contains 27044 members 
Mstep: Class 16 contains 9442 members 
Mstep: Class 17 contains 9696 members 
Mstep: Class 18 contains 8382 members 
Mstep: Class 19 contains 163102 members 
Mstep: Class 20 contains 41538 members 
Mstep: Class 21 contains 12637 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 10791 members 
Mstep: Class 24 contains 4123 members 
Mstep: Class 25 contains 6805 members 
Mstep: Class 26 contains 60540 members 
Mstep: Class 27 contains 9616 members 
Mstep: Class 28 contains 6868 members 
Mstep: Class 29 contains 5403 members 
Mstep: Class 30 contains 8665 members 
Mstep: Class 31 contains 335 members 
Mstep: Class 32 contains 452 members 
Mstep: Class 33 contains 1802 members 
Mstep: Class 34 contains 8709 members 
Mstep: Class 35 contains 197201 members 
Mstep: Class 36 contains 2892 members 
Mstep: Class 37 contains 4615 members 
Mstep: Class 38 contains 2497 members 
Mstep: Class 39 contains 322 members 
Mstep: Class 40 contains 9958 members 
Mstep: Class 41 contains 27276 members 
Mstep: Class 42 contains 5090 members 
Mstep: Class 43 contains 12490 members 
Mstep: Class 44 contains 1001 members 
Mstep: Class 45 contains 3725 members 
Mstep: Class 46 contains 988 members 
Mstep: Class 47 contains 13842 members 
Mstep: Class 48 contains 384 members 
Mstep: Class 49 contains 4144 members 
Mstep: Class 50 contains 87 members 
Mstep: Class 51 contains 418 members 
Mstep: Class 52 contains 38552 members 
Mstep: Class 53 contains 264 members 
Mstep: Class 54 contains 7366 members 
Mstep: Class 55 contains 451 members 
Mstep: Class 56 contains 1816 members 
Mstep: Class 57 contains 2958 members 
Mstep: Class 58 contains 814 members 
Mstep: Class 59 contains 155 members 
Mstep: Class 60 contains 635 members 
Mstep: Class 61 contains 549 members 
Mstep: Class 62 contains 275 members 
Mstep: Class 63 contains 367 members 
Mstep: Class 64 contains 222 members 
Mstep: Class 65 contains 746 members 
Mstep: Class 66 contains 230 members 
Mstep: Class 67 contains 151 members 
Mstep: Class 68 contains 722 members 
Mstep: Class 69 contains 503 members 
Mstep: Class 70 contains 214 members 
Mstep: Class 71 contains 399 members 
Mstep: Class 72 contains 4064 members 
Mstep: Class 73 contains 252 members 
Mstep: Class 74 contains 392 members 
Mstep: Class 75 contains 219 members 
Mstep: Class 76 contains 302 members 
Mstep: Class 77 contains 383 members 
Mstep: Class 78 contains 347 members 
Mstep: Class 79 contains 215 members 
Mstep: Class 80 contains 259 members 
Entering Unmasked Estep 
Score: -147545568.000000 Penalty: 277521.750000
Splitting cluster 50 changes total score from -147547344.000000 to -147545568.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 51 (418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Entering Unmasked Estep 
Score: -62728.187500 Penalty: 1496.799438
	Iteration 0F: 2 clusters Score -62728.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -61320.101562 Penalty: 2993.598877
	Iteration 0F: 3 clusters Score -61320.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -61521.726562 Penalty: 2993.598877
	Iteration 1F: 3 clusters Score -61521.73 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -61684.996094 Penalty: 2993.598877
	Iteration 2F: 3 clusters Score -61685 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -61841.921875 Penalty: 2993.598877
	Iteration 3Q: 3 clusters Score -61841.92 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -61902.257812 Penalty: 2993.598877
	Iteration 4Q: 3 clusters Score -61902.26 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -61940.265625 Penalty: 2993.598877
	Iteration 5Q: 3 clusters Score -61940.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -61977.316406 Penalty: 2993.598877
	Iteration 6Q: 3 clusters Score -61977.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -61998.648438 Penalty: 2993.598877
	Iteration 7Q: 3 clusters Score -61998.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -62006.039062 Penalty: 2993.598877
	Iteration 8Q: 3 clusters Score -62006.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -62022.769531 Penalty: 2993.598877
	Iteration 9Q: 3 clusters Score -62022.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -62054.953125 Penalty: 2993.598877
	Iteration 10Q: 3 clusters Score -62054.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -62103.585938 Penalty: 2993.598877
	Iteration 11Q: 3 clusters Score -62103.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -62121.746094 Penalty: 2993.598877
	Iteration 12Q: 3 clusters Score -62121.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -62138.804688 Penalty: 2993.598877
	Iteration 13Q: 3 clusters Score -62138.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -62161.925781 Penalty: 2993.598877
	Iteration 14Q: 3 clusters Score -62161.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -62178.523438 Penalty: 2993.598877
	Iteration 15Q: 3 clusters Score -62178.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -62228.574219 Penalty: 2993.598877
	Iteration 16Q: 3 clusters Score -62228.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -62250.046875 Penalty: 2993.598877
	Iteration 17Q: 3 clusters Score -62250.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -62279.984375 Penalty: 2993.598877
	Iteration 18Q: 3 clusters Score -62279.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -62294.863281 Penalty: 2993.598877
	Iteration 19Q: 3 clusters Score -62294.86 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -62358.957031 Penalty: 2993.598877
	Iteration 20F: 3 clusters Score -62358.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -62400.824219 Penalty: 2993.598877
	Iteration 21Q: 3 clusters Score -62400.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -62419.437500 Penalty: 2993.598877
	Iteration 22Q: 3 clusters Score -62419.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -62441.390625 Penalty: 2993.598877
	Iteration 23Q: 3 clusters Score -62441.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -62459.718750 Penalty: 2993.598877
	Iteration 24Q: 3 clusters Score -62459.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -62480.281250 Penalty: 2993.598877
	Iteration 25Q: 3 clusters Score -62480.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -62480.281250 Penalty: 2993.598877
	Iteration 26F: 3 clusters Score -62480.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (38552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38552 members 
Entering Unmasked Estep 
Score: -4891802.000000 Penalty: 2618.821289
	Iteration 0F: 2 clusters Score -4891802 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19419 members 
Mstep: Class 2 contains 19133 members 
Entering Unmasked Estep 
Score: -4865597.500000 Penalty: 5237.642578
	Iteration 0F: 3 clusters Score -4865598 nChanged 17586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20333 members 
Mstep: Class 2 contains 18219 members 
Entering Unmasked Estep 
Score: -4876086.000000 Penalty: 5237.642578
	Iteration 1F: 3 clusters Score -4876086 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20591 members 
Mstep: Class 2 contains 17961 members 
Entering Unmasked Estep 
Score: -4877108.000000 Penalty: 5237.642578
	Iteration 2F: 3 clusters Score -4877108 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20772 members 
Mstep: Class 2 contains 17780 members 
Entering Unmasked Estep 
Score: -4878182.000000 Penalty: 5237.642578
	Iteration 3F: 3 clusters Score -4878182 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20817 members 
Mstep: Class 2 contains 17735 members 
Entering Unmasked Estep 
Score: -4879266.500000 Penalty: 5237.642578
	Iteration 4F: 3 clusters Score -4879266 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20809 members 
Mstep: Class 2 contains 17743 members 
Entering Unmasked Estep 
Score: -4880302.000000 Penalty: 5237.642578
	Iteration 5F: 3 clusters Score -4880302 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20779 members 
Mstep: Class 2 contains 17773 members 
Entering Unmasked Estep 
Score: -4881342.000000 Penalty: 5237.642578
	Iteration 6F: 3 clusters Score -4881342 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20802 members 
Mstep: Class 2 contains 17750 members 
Entering Unmasked Estep 
Score: -4882290.000000 Penalty: 5237.642578
	Iteration 7F: 3 clusters Score -4882290 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20861 members 
Mstep: Class 2 contains 17691 members 
Entering Unmasked Estep 
Score: -4883134.000000 Penalty: 5237.642578
	Iteration 8Q: 3 clusters Score -4883134 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20925 members 
Mstep: Class 2 contains 17627 members 
Entering Unmasked Estep 
Score: -4883729.000000 Penalty: 5237.642578
	Iteration 9Q: 3 clusters Score -4883729 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21002 members 
Mstep: Class 2 contains 17550 members 
Entering Unmasked Estep 
Score: -4884126.500000 Penalty: 5237.642578
	Iteration 10Q: 3 clusters Score -4884126 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21065 members 
Mstep: Class 2 contains 17487 members 
Entering Unmasked Estep 
Score: -4884472.500000 Penalty: 5237.642578
	Iteration 11Q: 3 clusters Score -4884472 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21133 members 
Mstep: Class 2 contains 17419 members 
Entering Unmasked Estep 
Score: -4884706.500000 Penalty: 5237.642578
	Iteration 12Q: 3 clusters Score -4884706 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21220 members 
Mstep: Class 2 contains 17332 members 
Entering Unmasked Estep 
Score: -4884878.500000 Penalty: 5237.642578
	Iteration 13Q: 3 clusters Score -4884878 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21281 members 
Mstep: Class 2 contains 17271 members 
Entering Unmasked Estep 
Score: -4884985.000000 Penalty: 5237.642578
	Iteration 14Q: 3 clusters Score -4884985 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21374 members 
Mstep: Class 2 contains 17178 members 
Entering Unmasked Estep 
Score: -4885159.500000 Penalty: 5237.642578
	Iteration 15Q: 3 clusters Score -4885160 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21447 members 
Mstep: Class 2 contains 17105 members 
Entering Unmasked Estep 
Score: -4885273.000000 Penalty: 5237.642578
	Iteration 16Q: 3 clusters Score -4885273 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21487 members 
Mstep: Class 2 contains 17065 members 
Entering Unmasked Estep 
Score: -4885353.000000 Penalty: 5237.642578
	Iteration 17Q: 3 clusters Score -4885353 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21499 members 
Mstep: Class 2 contains 17053 members 
Entering Unmasked Estep 
Score: -4885407.500000 Penalty: 5237.642578
	Iteration 18Q: 3 clusters Score -4885408 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21527 members 
Mstep: Class 2 contains 17025 members 
Entering Unmasked Estep 
Score: -4885491.500000 Penalty: 5237.642578
	Iteration 19Q: 3 clusters Score -4885492 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21546 members 
Mstep: Class 2 contains 17006 members 
Entering Unmasked Estep 
Score: -4885517.000000 Penalty: 5237.642578
	Iteration 20F: 3 clusters Score -4885517 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21573 members 
Mstep: Class 2 contains 16979 members 
Entering Unmasked Estep 
Score: -4885556.000000 Penalty: 5237.642578
	Iteration 21Q: 3 clusters Score -4885556 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21584 members 
Mstep: Class 2 contains 16968 members 
Entering Unmasked Estep 
Score: -4885606.500000 Penalty: 5237.642578
	Iteration 22Q: 3 clusters Score -4885606 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21577 members 
Mstep: Class 2 contains 16975 members 
Entering Unmasked Estep 
Score: -4885645.500000 Penalty: 5237.642578
	Iteration 23Q: 3 clusters Score -4885646 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21558 members 
Mstep: Class 2 contains 16994 members 
Entering Unmasked Estep 
Score: -4885656.000000 Penalty: 5237.642578
	Iteration 24Q: 3 clusters Score -4885656 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21535 members 
Mstep: Class 2 contains 17017 members 
Entering Unmasked Estep 
Score: -4885691.500000 Penalty: 5237.642578
	Iteration 25Q: 3 clusters Score -4885692 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21527 members 
Mstep: Class 2 contains 17025 members 
Entering Unmasked Estep 
Score: -4885720.500000 Penalty: 5237.642578
	Iteration 26Q: 3 clusters Score -4885720 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21529 members 
Mstep: Class 2 contains 17023 members 
Entering Unmasked Estep 
Score: -4885749.500000 Penalty: 5237.642578
	Iteration 27Q: 3 clusters Score -4885750 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21529 members 
Mstep: Class 2 contains 17023 members 
Entering Unmasked Estep 
Score: -4885760.500000 Penalty: 5237.642578
	Iteration 28Q: 3 clusters Score -4885760 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21525 members 
Mstep: Class 2 contains 17027 members 
Entering Unmasked Estep 
Score: -4885790.000000 Penalty: 5237.642578
	Iteration 29Q: 3 clusters Score -4885790 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21535 members 
Mstep: Class 2 contains 17017 members 
Entering Unmasked Estep 
Score: -4885817.000000 Penalty: 5237.642578
	Iteration 30Q: 3 clusters Score -4885817 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21569 members 
Mstep: Class 2 contains 16983 members 
Entering Unmasked Estep 
Score: -4885823.000000 Penalty: 5237.642578
	Iteration 31Q: 3 clusters Score -4885823 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21600 members 
Mstep: Class 2 contains 16952 members 
Entering Unmasked Estep 
Score: -4885829.000000 Penalty: 5237.642578
	Iteration 32Q: 3 clusters Score -4885829 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21640 members 
Mstep: Class 2 contains 16912 members 
Entering Unmasked Estep 
Score: -4885839.500000 Penalty: 5237.642578
	Iteration 33Q: 3 clusters Score -4885840 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21653 members 
Mstep: Class 2 contains 16899 members 
Entering Unmasked Estep 
Score: -4885863.000000 Penalty: 5237.642578
	Iteration 34Q: 3 clusters Score -4885863 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21655 members 
Mstep: Class 2 contains 16897 members 
Entering Unmasked Estep 
Score: -4885870.000000 Penalty: 5237.642578
	Iteration 35Q: 3 clusters Score -4885870 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21639 members 
Mstep: Class 2 contains 16913 members 
Entering Unmasked Estep 
Score: -4885877.500000 Penalty: 5237.642578
	Iteration 36Q: 3 clusters Score -4885878 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21640 members 
Mstep: Class 2 contains 16912 members 
Entering Unmasked Estep 
Score: -4885884.500000 Penalty: 5237.642578
	Iteration 37Q: 3 clusters Score -4885884 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21655 members 
Mstep: Class 2 contains 16897 members 
Entering Unmasked Estep 
Score: -4885914.500000 Penalty: 5237.642578
	Iteration 38Q: 3 clusters Score -4885914 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21672 members 
Mstep: Class 2 contains 16880 members 
Entering Unmasked Estep 
Score: -4885916.000000 Penalty: 5237.642578
	Iteration 39Q: 3 clusters Score -4885916 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21690 members 
Mstep: Class 2 contains 16862 members 
Entering Unmasked Estep 
Score: -4885895.000000 Penalty: 5237.642578
	Iteration 40F: 3 clusters Score -4885895 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21721 members 
Mstep: Class 2 contains 16831 members 
Entering Unmasked Estep 
Score: -4885941.000000 Penalty: 5237.642578
	Iteration 41Q: 3 clusters Score -4885941 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21750 members 
Mstep: Class 2 contains 16802 members 
Entering Unmasked Estep 
Score: -4885954.000000 Penalty: 5237.642578
	Iteration 42Q: 3 clusters Score -4885954 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21761 members 
Mstep: Class 2 contains 16791 members 
Entering Unmasked Estep 
Score: -4885957.500000 Penalty: 5237.642578
	Iteration 43Q: 3 clusters Score -4885958 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21802 members 
Mstep: Class 2 contains 16750 members 
Entering Unmasked Estep 
Score: -4885959.500000 Penalty: 5237.642578
	Iteration 44Q: 3 clusters Score -4885960 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21847 members 
Mstep: Class 2 contains 16705 members 
Entering Unmasked Estep 
Score: -4885962.500000 Penalty: 5237.642578
	Iteration 45Q: 3 clusters Score -4885962 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21894 members 
Mstep: Class 2 contains 16658 members 
Entering Unmasked Estep 
Score: -4885987.500000 Penalty: 5237.642578
	Iteration 46Q: 3 clusters Score -4885988 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21949 members 
Mstep: Class 2 contains 16603 members 
Entering Unmasked Estep 
Score: -4886022.000000 Penalty: 5237.642578
	Iteration 47Q: 3 clusters Score -4886022 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22012 members 
Mstep: Class 2 contains 16540 members 
Entering Unmasked Estep 
Score: -4886030.500000 Penalty: 5237.642578
	Iteration 48Q: 3 clusters Score -4886030 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22069 members 
Mstep: Class 2 contains 16483 members 
Entering Unmasked Estep 
Score: -4886065.500000 Penalty: 5237.642578
	Iteration 49Q: 3 clusters Score -4886066 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22140 members 
Mstep: Class 2 contains 16412 members 
Entering Unmasked Estep 
Score: -4886105.000000 Penalty: 5237.642578
	Iteration 50Q: 3 clusters Score -4886105 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22261 members 
Mstep: Class 2 contains 16291 members 
Entering Unmasked Estep 
Score: -4886134.000000 Penalty: 5237.642578
	Iteration 51Q: 3 clusters Score -4886134 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22371 members 
Mstep: Class 2 contains 16181 members 
Entering Unmasked Estep 
Score: -4886173.500000 Penalty: 5237.642578
	Iteration 52Q: 3 clusters Score -4886174 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22498 members 
Mstep: Class 2 contains 16054 members 
Entering Unmasked Estep 
Score: -4886206.500000 Penalty: 5237.642578
	Iteration 53Q: 3 clusters Score -4886206 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22643 members 
Mstep: Class 2 contains 15909 members 
Entering Unmasked Estep 
Score: -4886252.500000 Penalty: 5237.642578
	Iteration 54Q: 3 clusters Score -4886252 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22818 members 
Mstep: Class 2 contains 15734 members 
Entering Unmasked Estep 
Score: -4886313.500000 Penalty: 5237.642578
	Iteration 55Q: 3 clusters Score -4886314 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22988 members 
Mstep: Class 2 contains 15564 members 
Entering Unmasked Estep 
Score: -4886342.000000 Penalty: 5237.642578
	Iteration 56Q: 3 clusters Score -4886342 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23161 members 
Mstep: Class 2 contains 15391 members 
Entering Unmasked Estep 
Score: -4886386.000000 Penalty: 5237.642578
	Iteration 57Q: 3 clusters Score -4886386 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23335 members 
Mstep: Class 2 contains 15217 members 
Entering Unmasked Estep 
Score: -4886436.500000 Penalty: 5237.642578
	Iteration 58Q: 3 clusters Score -4886436 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23499 members 
Mstep: Class 2 contains 15053 members 
Entering Unmasked Estep 
Score: -4886474.000000 Penalty: 5237.642578
	Iteration 59Q: 3 clusters Score -4886474 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23693 members 
Mstep: Class 2 contains 14859 members 
Entering Unmasked Estep 
Score: -4886532.000000 Penalty: 5237.642578
	Iteration 60F: 3 clusters Score -4886532 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23882 members 
Mstep: Class 2 contains 14670 members 
Entering Unmasked Estep 
Score: -4886568.000000 Penalty: 5237.642578
	Iteration 61Q: 3 clusters Score -4886568 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24043 members 
Mstep: Class 2 contains 14509 members 
Entering Unmasked Estep 
Score: -4886604.500000 Penalty: 5237.642578
	Iteration 62Q: 3 clusters Score -4886604 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24170 members 
Mstep: Class 2 contains 14382 members 
Entering Unmasked Estep 
Score: -4886637.500000 Penalty: 5237.642578
	Iteration 63Q: 3 clusters Score -4886638 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24335 members 
Mstep: Class 2 contains 14217 members 
Entering Unmasked Estep 
Score: -4886708.000000 Penalty: 5237.642578
	Iteration 64Q: 3 clusters Score -4886708 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24509 members 
Mstep: Class 2 contains 14043 members 
Entering Unmasked Estep 
Score: -4886776.500000 Penalty: 5237.642578
	Iteration 65Q: 3 clusters Score -4886776 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24693 members 
Mstep: Class 2 contains 13859 members 
Entering Unmasked Estep 
Score: -4886808.500000 Penalty: 5237.642578
	Iteration 66Q: 3 clusters Score -4886808 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24864 members 
Mstep: Class 2 contains 13688 members 
Entering Unmasked Estep 
Score: -4886870.500000 Penalty: 5237.642578
	Iteration 67Q: 3 clusters Score -4886870 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25055 members 
Mstep: Class 2 contains 13497 members 
Entering Unmasked Estep 
Score: -4886897.000000 Penalty: 5237.642578
	Iteration 68Q: 3 clusters Score -4886897 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25246 members 
Mstep: Class 2 contains 13306 members 
Entering Unmasked Estep 
Score: -4886927.500000 Penalty: 5237.642578
	Iteration 69Q: 3 clusters Score -4886928 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25449 members 
Mstep: Class 2 contains 13103 members 
Entering Unmasked Estep 
Score: -4886954.000000 Penalty: 5237.642578
	Iteration 70Q: 3 clusters Score -4886954 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25643 members 
Mstep: Class 2 contains 12909 members 
Entering Unmasked Estep 
Score: -4887005.000000 Penalty: 5237.642578
	Iteration 71Q: 3 clusters Score -4887005 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25824 members 
Mstep: Class 2 contains 12728 members 
Entering Unmasked Estep 
Score: -4887049.500000 Penalty: 5237.642578
	Iteration 72Q: 3 clusters Score -4887050 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26030 members 
Mstep: Class 2 contains 12522 members 
Entering Unmasked Estep 
Score: -4887083.000000 Penalty: 5237.642578
	Iteration 73Q: 3 clusters Score -4887083 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26215 members 
Mstep: Class 2 contains 12337 members 
Entering Unmasked Estep 
Score: -4887115.500000 Penalty: 5237.642578
	Iteration 74Q: 3 clusters Score -4887116 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26382 members 
Mstep: Class 2 contains 12170 members 
Entering Unmasked Estep 
Score: -4887135.500000 Penalty: 5237.642578
	Iteration 75Q: 3 clusters Score -4887136 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26555 members 
Mstep: Class 2 contains 11997 members 
Entering Unmasked Estep 
Score: -4887174.000000 Penalty: 5237.642578
	Iteration 76Q: 3 clusters Score -4887174 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26726 members 
Mstep: Class 2 contains 11826 members 
Entering Unmasked Estep 
Score: -4887212.000000 Penalty: 5237.642578
	Iteration 77Q: 3 clusters Score -4887212 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26906 members 
Mstep: Class 2 contains 11646 members 
Entering Unmasked Estep 
Score: -4887228.000000 Penalty: 5237.642578
	Iteration 78Q: 3 clusters Score -4887228 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27089 members 
Mstep: Class 2 contains 11463 members 
Entering Unmasked Estep 
Score: -4887271.500000 Penalty: 5237.642578
	Iteration 79Q: 3 clusters Score -4887272 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27275 members 
Mstep: Class 2 contains 11277 members 
Entering Unmasked Estep 
Score: -4887287.500000 Penalty: 5237.642578
	Iteration 80F: 3 clusters Score -4887288 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27442 members 
Mstep: Class 2 contains 11110 members 
Entering Unmasked Estep 
Score: -4887323.500000 Penalty: 5237.642578
	Iteration 81Q: 3 clusters Score -4887324 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27598 members 
Mstep: Class 2 contains 10954 members 
Entering Unmasked Estep 
Score: -4887327.000000 Penalty: 5237.642578
	Iteration 82Q: 3 clusters Score -4887327 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27755 members 
Mstep: Class 2 contains 10797 members 
Entering Unmasked Estep 
Score: -4887357.500000 Penalty: 5237.642578
	Iteration 83Q: 3 clusters Score -4887358 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27903 members 
Mstep: Class 2 contains 10649 members 
Entering Unmasked Estep 
Score: -4887393.000000 Penalty: 5237.642578
	Iteration 84Q: 3 clusters Score -4887393 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28060 members 
Mstep: Class 2 contains 10492 members 
Entering Unmasked Estep 
Score: -4887398.000000 Penalty: 5237.642578
	Iteration 85Q: 3 clusters Score -4887398 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28222 members 
Mstep: Class 2 contains 10330 members 
Entering Unmasked Estep 
Score: -4887394.500000 Penalty: 5237.642578
	Iteration 86Q: 3 clusters Score -4887394 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28410 members 
Mstep: Class 2 contains 10142 members 
Entering Unmasked Estep 
Score: -4887448.500000 Penalty: 5237.642578
	Iteration 87Q: 3 clusters Score -4887448 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28572 members 
Mstep: Class 2 contains 9980 members 
Entering Unmasked Estep 
Score: -4887472.000000 Penalty: 5237.642578
	Iteration 88Q: 3 clusters Score -4887472 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28731 members 
Mstep: Class 2 contains 9821 members 
Entering Unmasked Estep 
Score: -4887493.500000 Penalty: 5237.642578
	Iteration 89Q: 3 clusters Score -4887494 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28872 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -4887497.000000 Penalty: 5237.642578
	Iteration 90Q: 3 clusters Score -4887497 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29013 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
Score: -4887524.500000 Penalty: 5237.642578
	Iteration 91Q: 3 clusters Score -4887524 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29161 members 
Mstep: Class 2 contains 9391 members 
Entering Unmasked Estep 
Score: -4887562.500000 Penalty: 5237.642578
	Iteration 92Q: 3 clusters Score -4887562 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29311 members 
Mstep: Class 2 contains 9241 members 
Entering Unmasked Estep 
Score: -4887562.500000 Penalty: 5237.642578
	Iteration 93Q: 3 clusters Score -4887562 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29467 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -4887580.000000 Penalty: 5237.642578
	Iteration 94Q: 3 clusters Score -4887580 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29612 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -4887582.000000 Penalty: 5237.642578
	Iteration 95Q: 3 clusters Score -4887582 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29749 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -4887604.500000 Penalty: 5237.642578
	Iteration 96Q: 3 clusters Score -4887604 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29918 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -4887634.500000 Penalty: 5237.642578
	Iteration 97Q: 3 clusters Score -4887634 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30081 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -4887669.000000 Penalty: 5237.642578
	Iteration 98Q: 3 clusters Score -4887669 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30228 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -4887680.500000 Penalty: 5237.642578
	Iteration 99Q: 3 clusters Score -4887680 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30379 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -4887715.500000 Penalty: 5237.642578
	Iteration 100F: 3 clusters Score -4887716 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30541 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -4887748.500000 Penalty: 5237.642578
	Iteration 101Q: 3 clusters Score -4887748 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30692 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -4887768.000000 Penalty: 5237.642578
	Iteration 102Q: 3 clusters Score -4887768 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30853 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -4887780.000000 Penalty: 5237.642578
	Iteration 103Q: 3 clusters Score -4887780 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31029 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -4887806.500000 Penalty: 5237.642578
	Iteration 104Q: 3 clusters Score -4887806 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31205 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -4887827.000000 Penalty: 5237.642578
	Iteration 105Q: 3 clusters Score -4887827 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31394 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -4887866.500000 Penalty: 5237.642578
	Iteration 106Q: 3 clusters Score -4887866 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31611 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -4887910.500000 Penalty: 5237.642578
	Iteration 107Q: 3 clusters Score -4887910 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31827 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -4887945.500000 Penalty: 5237.642578
	Iteration 108Q: 3 clusters Score -4887946 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32052 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -4888010.000000 Penalty: 5237.642578
	Iteration 109Q: 3 clusters Score -4888010 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32293 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -4888093.000000 Penalty: 5237.642578
	Iteration 110Q: 3 clusters Score -4888093 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32540 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -4888163.500000 Penalty: 5237.642578
	Iteration 111Q: 3 clusters Score -4888164 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32762 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -4888192.000000 Penalty: 5237.642578
	Iteration 112Q: 3 clusters Score -4888192 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32985 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -4888277.000000 Penalty: 5237.642578
	Iteration 113Q: 3 clusters Score -4888277 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33221 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -4888343.500000 Penalty: 5237.642578
	Iteration 114Q: 3 clusters Score -4888344 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33444 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -4888410.500000 Penalty: 5237.642578
	Iteration 115Q: 3 clusters Score -4888410 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33686 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -4888491.000000 Penalty: 5237.642578
	Iteration 116Q: 3 clusters Score -4888491 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33933 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -4888603.500000 Penalty: 5237.642578
	Iteration 117Q: 3 clusters Score -4888604 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34229 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -4888759.500000 Penalty: 5237.642578
	Iteration 118Q: 3 clusters Score -4888760 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34511 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -4888888.000000 Penalty: 5237.642578
	Iteration 119Q: 3 clusters Score -4888888 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34815 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -4889080.000000 Penalty: 5237.642578
	Iteration 120F: 3 clusters Score -4889080 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35105 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -4889268.000000 Penalty: 5237.642578
	Iteration 121Q: 3 clusters Score -4889268 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35361 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -4889477.500000 Penalty: 5237.642578
	Iteration 122Q: 3 clusters Score -4889478 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35623 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -4889678.500000 Penalty: 5237.642578
	Iteration 123Q: 3 clusters Score -4889678 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35822 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -4889808.000000 Penalty: 5237.642578
	Iteration 124Q: 3 clusters Score -4889808 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35962 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -4889882.500000 Penalty: 5237.642578
	Iteration 125Q: 3 clusters Score -4889882 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36076 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -4889931.000000 Penalty: 5237.642578
	Iteration 126Q: 3 clusters Score -4889931 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36173 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -4889991.000000 Penalty: 5237.642578
	Iteration 127Q: 3 clusters Score -4889991 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36253 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -4890013.000000 Penalty: 5237.642578
	Iteration 128Q: 3 clusters Score -4890013 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36318 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -4890041.000000 Penalty: 5237.642578
	Iteration 129Q: 3 clusters Score -4890041 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36381 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -4890079.500000 Penalty: 5237.642578
	Iteration 130Q: 3 clusters Score -4890080 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36432 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -4890080.500000 Penalty: 5237.642578
	Iteration 131Q: 3 clusters Score -4890080 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36465 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -4890090.000000 Penalty: 5237.642578
	Iteration 132Q: 3 clusters Score -4890090 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36482 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -4890105.000000 Penalty: 5237.642578
	Iteration 133Q: 3 clusters Score -4890105 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36495 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -4890108.000000 Penalty: 5237.642578
	Iteration 134Q: 3 clusters Score -4890108 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36508 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -4890106.500000 Penalty: 5237.642578
	Iteration 135Q: 3 clusters Score -4890106 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36517 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -4890109.500000 Penalty: 5237.642578
	Iteration 136Q: 3 clusters Score -4890110 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36527 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -4890108.000000 Penalty: 5237.642578
	Iteration 137Q: 3 clusters Score -4890108 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36533 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -4890112.000000 Penalty: 5237.642578
	Iteration 138Q: 3 clusters Score -4890112 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36536 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -4890113.500000 Penalty: 5237.642578
	Iteration 139Q: 3 clusters Score -4890114 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36540 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -4890111.500000 Penalty: 5237.642578
	Iteration 140F: 3 clusters Score -4890112 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36544 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -4890113.000000 Penalty: 5237.642578
	Iteration 141Q: 3 clusters Score -4890113 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36545 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -4890111.000000 Penalty: 5237.642578
	Iteration 142Q: 3 clusters Score -4890111 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36546 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -4890114.000000 Penalty: 5237.642578
	Iteration 143Q: 3 clusters Score -4890114 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36546 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -4890114.000000 Penalty: 5237.642578
	Iteration 144F: 3 clusters Score -4890114 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Entering Unmasked Estep 
Score: -26650.816406 Penalty: 1382.835449
	Iteration 0F: 2 clusters Score -26650.82 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 118 members 
Entering Unmasked Estep 
Score: -25589.773438 Penalty: 2765.670898
	Iteration 0F: 3 clusters Score -25589.77 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -25714.011719 Penalty: 2765.670898
	Iteration 1F: 3 clusters Score -25714.01 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -25744.751953 Penalty: 2765.670898
	Iteration 2Q: 3 clusters Score -25744.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -25754.316406 Penalty: 2765.670898
	Iteration 3Q: 3 clusters Score -25754.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -25760.349609 Penalty: 2765.670898
	Iteration 4Q: 3 clusters Score -25760.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -25762.998047 Penalty: 2765.670898
	Iteration 5Q: 3 clusters Score -25763 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -25765.300781 Penalty: 2765.670898
	Iteration 6Q: 3 clusters Score -25765.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -25767.619141 Penalty: 2765.670898
	Iteration 7Q: 3 clusters Score -25767.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -25770.546875 Penalty: 2765.670898
	Iteration 8Q: 3 clusters Score -25770.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -25773.039062 Penalty: 2765.670898
	Iteration 9Q: 3 clusters Score -25773.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -25774.376953 Penalty: 2765.670898
	Iteration 10Q: 3 clusters Score -25774.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -25778.156250 Penalty: 2765.670898
	Iteration 11Q: 3 clusters Score -25778.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -25786.216797 Penalty: 2765.670898
	Iteration 12Q: 3 clusters Score -25786.22 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -25810.207031 Penalty: 2765.670898
	Iteration 13Q: 3 clusters Score -25810.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -25822.218750 Penalty: 2765.670898
	Iteration 14Q: 3 clusters Score -25822.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -25825.687500 Penalty: 2765.670898
	Iteration 15Q: 3 clusters Score -25825.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -25825.687500 Penalty: 2765.670898
	Iteration 16F: 3 clusters Score -25825.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (7366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Entering Unmasked Estep 
Score: -808406.500000 Penalty: 2208.348145
	Iteration 0F: 2 clusters Score -808406.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -802486.500000 Penalty: 4416.696289
	Iteration 0F: 3 clusters Score -802486.5 nChanged 2964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -804340.312500 Penalty: 4416.696289
	Iteration 1F: 3 clusters Score -804340.3 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -804983.750000 Penalty: 4416.696289
	Iteration 2F: 3 clusters Score -804983.8 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -805577.062500 Penalty: 4416.696289
	Iteration 3F: 3 clusters Score -805577.1 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -806130.125000 Penalty: 4416.696289
	Iteration 4F: 3 clusters Score -806130.1 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -806538.437500 Penalty: 4416.696289
	Iteration 5F: 3 clusters Score -806538.4 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -806830.812500 Penalty: 4416.696289
	Iteration 6F: 3 clusters Score -806830.8 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -806996.562500 Penalty: 4416.696289
	Iteration 7Q: 3 clusters Score -806996.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -807111.875000 Penalty: 4416.696289
	Iteration 8Q: 3 clusters Score -807111.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -807189.250000 Penalty: 4416.696289
	Iteration 9Q: 3 clusters Score -807189.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -807231.500000 Penalty: 4416.696289
	Iteration 10Q: 3 clusters Score -807231.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -807276.875000 Penalty: 4416.696289
	Iteration 11Q: 3 clusters Score -807276.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -807330.312500 Penalty: 4416.696289
	Iteration 12Q: 3 clusters Score -807330.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -807373.375000 Penalty: 4416.696289
	Iteration 13Q: 3 clusters Score -807373.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -807419.062500 Penalty: 4416.696289
	Iteration 14Q: 3 clusters Score -807419.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -807454.687500 Penalty: 4416.696289
	Iteration 15Q: 3 clusters Score -807454.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -807484.812500 Penalty: 4416.696289
	Iteration 16Q: 3 clusters Score -807484.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -807510.375000 Penalty: 4416.696289
	Iteration 17Q: 3 clusters Score -807510.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -807525.750000 Penalty: 4416.696289
	Iteration 18Q: 3 clusters Score -807525.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -807536.312500 Penalty: 4416.696289
	Iteration 19Q: 3 clusters Score -807536.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -807543.000000 Penalty: 4416.696289
	Iteration 20F: 3 clusters Score -807543 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -807546.812500 Penalty: 4416.696289
	Iteration 21Q: 3 clusters Score -807546.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -807548.812500 Penalty: 4416.696289
	Iteration 22Q: 3 clusters Score -807548.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -807549.937500 Penalty: 4416.696289
	Iteration 23Q: 3 clusters Score -807549.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -807551.062500 Penalty: 4416.696289
	Iteration 24Q: 3 clusters Score -807551.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -807551.062500 Penalty: 4416.696289
	Iteration 25F: 3 clusters Score -807551.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Entering Unmasked Estep 
Score: -58294.656250 Penalty: 1515.643921
	Iteration 0F: 2 clusters Score -58294.66 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 211 members 
Entering Unmasked Estep 
Score: -57028.359375 Penalty: 3031.287842
	Iteration 0F: 3 clusters Score -57028.36 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -57832.027344 Penalty: 3031.287842
	Iteration 1F: 3 clusters Score -57832.03 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -58386.710938 Penalty: 3031.287842
	Iteration 2F: 3 clusters Score -58386.71 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -58812.468750 Penalty: 3031.287842
	Iteration 3F: 3 clusters Score -58812.47 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -58978.968750 Penalty: 3031.287842
	Iteration 4Q: 3 clusters Score -58978.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -59077.093750 Penalty: 3031.287842
	Iteration 5Q: 3 clusters Score -59077.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -59127.175781 Penalty: 3031.287842
	Iteration 6Q: 3 clusters Score -59127.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -59165.015625 Penalty: 3031.287842
	Iteration 7Q: 3 clusters Score -59165.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -59278.730469 Penalty: 3031.287842
	Iteration 8Q: 3 clusters Score -59278.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -59371.316406 Penalty: 3031.287842
	Iteration 9Q: 3 clusters Score -59371.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -59371.316406 Penalty: 3031.287842
	Iteration 10F: 3 clusters Score -59371.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 15361 members 
Mstep: Class 3 contains 27041 members 
Mstep: Class 4 contains 35843 members 
Mstep: Class 5 contains 21355 members 
Mstep: Class 6 contains 641 members 
Mstep: Class 7 contains 2492 members 
Mstep: Class 8 contains 48755 members 
Mstep: Class 9 contains 29937 members 
Mstep: Class 10 contains 12093 members 
Mstep: Class 11 contains 4398 members 
Mstep: Class 12 contains 225570 members 
Mstep: Class 13 contains 9174 members 
Mstep: Class 14 contains 5297 members 
Mstep: Class 15 contains 27044 members 
Mstep: Class 16 contains 9442 members 
Mstep: Class 17 contains 9696 members 
Mstep: Class 18 contains 8382 members 
Mstep: Class 19 contains 163102 members 
Mstep: Class 20 contains 41538 members 
Mstep: Class 21 contains 12637 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 10791 members 
Mstep: Class 24 contains 4123 members 
Mstep: Class 25 contains 6805 members 
Mstep: Class 26 contains 60540 members 
Mstep: Class 27 contains 9616 members 
Mstep: Class 28 contains 6868 members 
Mstep: Class 29 contains 5403 members 
Mstep: Class 30 contains 8665 members 
Mstep: Class 31 contains 335 members 
Mstep: Class 32 contains 452 members 
Mstep: Class 33 contains 1802 members 
Mstep: Class 34 contains 8709 members 
Mstep: Class 35 contains 197201 members 
Mstep: Class 36 contains 2892 members 
Mstep: Class 37 contains 4615 members 
Mstep: Class 38 contains 2497 members 
Mstep: Class 39 contains 322 members 
Mstep: Class 40 contains 9958 members 
Mstep: Class 41 contains 27276 members 
Mstep: Class 42 contains 5090 members 
Mstep: Class 43 contains 12490 members 
Mstep: Class 44 contains 1001 members 
Mstep: Class 45 contains 3725 members 
Mstep: Class 46 contains 988 members 
Mstep: Class 47 contains 13842 members 
Mstep: Class 48 contains 384 members 
Mstep: Class 49 contains 4144 members 
Mstep: Class 50 contains 302 members 
Mstep: Class 51 contains 418 members 
Mstep: Class 52 contains 38552 members 
Mstep: Class 53 contains 264 members 
Mstep: Class 54 contains 7366 members 
Mstep: Class 55 contains 181 members 
Mstep: Class 56 contains 1816 members 
Mstep: Class 57 contains 2958 members 
Mstep: Class 58 contains 814 members 
Mstep: Class 59 contains 155 members 
Mstep: Class 60 contains 635 members 
Mstep: Class 61 contains 549 members 
Mstep: Class 62 contains 275 members 
Mstep: Class 63 contains 367 members 
Mstep: Class 64 contains 222 members 
Mstep: Class 65 contains 746 members 
Mstep: Class 66 contains 230 members 
Mstep: Class 67 contains 151 members 
Mstep: Class 68 contains 722 members 
Mstep: Class 69 contains 503 members 
Mstep: Class 70 contains 214 members 
Mstep: Class 71 contains 399 members 
Mstep: Class 72 contains 4064 members 
Mstep: Class 73 contains 252 members 
Mstep: Class 74 contains 392 members 
Mstep: Class 75 contains 219 members 
Mstep: Class 76 contains 302 members 
Mstep: Class 77 contains 383 members 
Mstep: Class 78 contains 347 members 
Mstep: Class 79 contains 270 members 
Mstep: Class 80 contains 259 members 
Entering Unmasked Estep 
Score: -147546480.000000 Penalty: 277521.750000
Splitting cluster 55 changes total score from -147547344.000000 to -147546480.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 56 (1816 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Entering Unmasked Estep 
Score: -262131.156250 Penalty: 1861.089111
	Iteration 0F: 2 clusters Score -262131.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -259823.265625 Penalty: 3722.178223
	Iteration 0F: 3 clusters Score -259823.3 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -261362.984375 Penalty: 3722.178223
	Iteration 1F: 3 clusters Score -261363 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -261921.109375 Penalty: 3722.178223
	Iteration 2F: 3 clusters Score -261921.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -262123.921875 Penalty: 3722.178223
	Iteration 3F: 3 clusters Score -262123.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -262207.906250 Penalty: 3722.178223
	Iteration 4Q: 3 clusters Score -262207.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -262273.937500 Penalty: 3722.178223
	Iteration 5Q: 3 clusters Score -262273.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -262360.937500 Penalty: 3722.178223
	Iteration 6Q: 3 clusters Score -262360.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -262451.687500 Penalty: 3722.178223
	Iteration 7Q: 3 clusters Score -262451.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -262493.781250 Penalty: 3722.178223
	Iteration 8Q: 3 clusters Score -262493.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -262529.781250 Penalty: 3722.178223
	Iteration 9Q: 3 clusters Score -262529.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -262563.906250 Penalty: 3722.178223
	Iteration 10Q: 3 clusters Score -262563.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -262586.531250 Penalty: 3722.178223
	Iteration 11Q: 3 clusters Score -262586.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -262607.593750 Penalty: 3722.178223
	Iteration 12Q: 3 clusters Score -262607.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -262624.031250 Penalty: 3722.178223
	Iteration 13Q: 3 clusters Score -262624 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -262647.718750 Penalty: 3722.178223
	Iteration 14Q: 3 clusters Score -262647.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -262683.937500 Penalty: 3722.178223
	Iteration 15Q: 3 clusters Score -262683.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -262695.062500 Penalty: 3722.178223
	Iteration 16Q: 3 clusters Score -262695.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -262700.281250 Penalty: 3722.178223
	Iteration 17Q: 3 clusters Score -262700.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -262710.593750 Penalty: 3722.178223
	Iteration 18Q: 3 clusters Score -262710.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -262718.562500 Penalty: 3722.178223
	Iteration 19Q: 3 clusters Score -262718.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -262722.062500 Penalty: 3722.178223
	Iteration 20F: 3 clusters Score -262722.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 15361 members 
Mstep: Class 3 contains 27041 members 
Mstep: Class 4 contains 35843 members 
Mstep: Class 5 contains 21355 members 
Mstep: Class 6 contains 641 members 
Mstep: Class 7 contains 2492 members 
Mstep: Class 8 contains 48755 members 
Mstep: Class 9 contains 29937 members 
Mstep: Class 10 contains 12093 members 
Mstep: Class 11 contains 4398 members 
Mstep: Class 12 contains 225570 members 
Mstep: Class 13 contains 9174 members 
Mstep: Class 14 contains 5297 members 
Mstep: Class 15 contains 27044 members 
Mstep: Class 16 contains 9442 members 
Mstep: Class 17 contains 9696 members 
Mstep: Class 18 contains 8382 members 
Mstep: Class 19 contains 163102 members 
Mstep: Class 20 contains 41538 members 
Mstep: Class 21 contains 12637 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 10791 members 
Mstep: Class 24 contains 4123 members 
Mstep: Class 25 contains 6805 members 
Mstep: Class 26 contains 60540 members 
Mstep: Class 27 contains 9616 members 
Mstep: Class 28 contains 6868 members 
Mstep: Class 29 contains 5403 members 
Mstep: Class 30 contains 8665 members 
Mstep: Class 31 contains 335 members 
Mstep: Class 32 contains 452 members 
Mstep: Class 33 contains 1802 members 
Mstep: Class 34 contains 8709 members 
Mstep: Class 35 contains 197201 members 
Mstep: Class 36 contains 2892 members 
Mstep: Class 37 contains 4615 members 
Mstep: Class 38 contains 2497 members 
Mstep: Class 39 contains 322 members 
Mstep: Class 40 contains 9958 members 
Mstep: Class 41 contains 27276 members 
Mstep: Class 42 contains 5090 members 
Mstep: Class 43 contains 12490 members 
Mstep: Class 44 contains 1001 members 
Mstep: Class 45 contains 3725 members 
Mstep: Class 46 contains 988 members 
Mstep: Class 47 contains 13842 members 
Mstep: Class 48 contains 384 members 
Mstep: Class 49 contains 4144 members 
Mstep: Class 50 contains 302 members 
Mstep: Class 51 contains 418 members 
Mstep: Class 52 contains 38552 members 
Mstep: Class 53 contains 264 members 
Mstep: Class 54 contains 7366 members 
Mstep: Class 55 contains 451 members 
Mstep: Class 56 contains 1330 members 
Mstep: Class 57 contains 2958 members 
Mstep: Class 58 contains 814 members 
Mstep: Class 59 contains 155 members 
Mstep: Class 60 contains 635 members 
Mstep: Class 61 contains 549 members 
Mstep: Class 62 contains 275 members 
Mstep: Class 63 contains 367 members 
Mstep: Class 64 contains 222 members 
Mstep: Class 65 contains 746 members 
Mstep: Class 66 contains 230 members 
Mstep: Class 67 contains 151 members 
Mstep: Class 68 contains 722 members 
Mstep: Class 69 contains 503 members 
Mstep: Class 70 contains 214 members 
Mstep: Class 71 contains 399 members 
Mstep: Class 72 contains 4064 members 
Mstep: Class 73 contains 252 members 
Mstep: Class 74 contains 392 members 
Mstep: Class 75 contains 219 members 
Mstep: Class 76 contains 302 members 
Mstep: Class 77 contains 383 members 
Mstep: Class 78 contains 347 members 
Mstep: Class 79 contains 486 members 
Mstep: Class 80 contains 259 members 
Entering Unmasked Estep 
Score: -147546000.000000 Penalty: 277521.750000
Splitting cluster 56 changes total score from -147547344.000000 to -147546000.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 57 (2958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Entering Unmasked Estep 
Score: -370800.843750 Penalty: 1982.082642
	Iteration 0F: 2 clusters Score -370800.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -367574.312500 Penalty: 3964.165283
	Iteration 0F: 3 clusters Score -367574.3 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -368253.593750 Penalty: 3964.165283
	Iteration 1F: 3 clusters Score -368253.6 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -368434.468750 Penalty: 3964.165283
	Iteration 2F: 3 clusters Score -368434.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -368526.718750 Penalty: 3964.165283
	Iteration 3Q: 3 clusters Score -368526.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -368582.968750 Penalty: 3964.165283
	Iteration 4Q: 3 clusters Score -368583 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -368611.343750 Penalty: 3964.165283
	Iteration 5Q: 3 clusters Score -368611.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -368642.875000 Penalty: 3964.165283
	Iteration 6Q: 3 clusters Score -368642.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -368673.312500 Penalty: 3964.165283
	Iteration 7Q: 3 clusters Score -368673.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -368696.625000 Penalty: 3964.165283
	Iteration 8Q: 3 clusters Score -368696.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -368715.093750 Penalty: 3964.165283
	Iteration 9Q: 3 clusters Score -368715.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -368727.312500 Penalty: 3964.165283
	Iteration 10Q: 3 clusters Score -368727.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -368738.843750 Penalty: 3964.165283
	Iteration 11Q: 3 clusters Score -368738.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -368745.625000 Penalty: 3964.165283
	Iteration 12Q: 3 clusters Score -368745.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -368753.125000 Penalty: 3964.165283
	Iteration 13Q: 3 clusters Score -368753.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -368756.125000 Penalty: 3964.165283
	Iteration 14Q: 3 clusters Score -368756.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -368759.812500 Penalty: 3964.165283
	Iteration 15Q: 3 clusters Score -368759.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -368765.843750 Penalty: 3964.165283
	Iteration 16Q: 3 clusters Score -368765.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -368770.343750 Penalty: 3964.165283
	Iteration 17Q: 3 clusters Score -368770.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -368773.906250 Penalty: 3964.165283
	Iteration 18Q: 3 clusters Score -368773.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -368779.750000 Penalty: 3964.165283
	Iteration 19Q: 3 clusters Score -368779.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -368782.218750 Penalty: 3964.165283
	Iteration 20F: 3 clusters Score -368782.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -368784.937500 Penalty: 3964.165283
	Iteration 21Q: 3 clusters Score -368784.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -368787.343750 Penalty: 3964.165283
	Iteration 22Q: 3 clusters Score -368787.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -368789.718750 Penalty: 3964.165283
	Iteration 23Q: 3 clusters Score -368789.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -368790.750000 Penalty: 3964.165283
	Iteration 24Q: 3 clusters Score -368790.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -368791.750000 Penalty: 3964.165283
	Iteration 25Q: 3 clusters Score -368791.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -368793.812500 Penalty: 3964.165283
	Iteration 26Q: 3 clusters Score -368793.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -368795.125000 Penalty: 3964.165283
	Iteration 27Q: 3 clusters Score -368795.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -368797.562500 Penalty: 3964.165283
	Iteration 28Q: 3 clusters Score -368797.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -368798.312500 Penalty: 3964.165283
	Iteration 29Q: 3 clusters Score -368798.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -368798.468750 Penalty: 3964.165283
	Iteration 30Q: 3 clusters Score -368798.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -368798.468750 Penalty: 3964.165283
	Iteration 31F: 3 clusters Score -368798.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Entering Unmasked Estep 
Score: -116773.367188 Penalty: 1662.086182
	Iteration 0F: 2 clusters Score -116773.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -115195.437500 Penalty: 3324.172363
	Iteration 0F: 3 clusters Score -115195.4 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -116224.023438 Penalty: 3324.172363
	Iteration 1F: 3 clusters Score -116224 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -116842.460938 Penalty: 3324.172363
	Iteration 2F: 3 clusters Score -116842.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -117245.671875 Penalty: 3324.172363
	Iteration 3F: 3 clusters Score -117245.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -117502.171875 Penalty: 3324.172363
	Iteration 4Q: 3 clusters Score -117502.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -117701.218750 Penalty: 3324.172363
	Iteration 5Q: 3 clusters Score -117701.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -118009.156250 Penalty: 3324.172363
	Iteration 6Q: 3 clusters Score -118009.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -118087.742188 Penalty: 3324.172363
	Iteration 7Q: 3 clusters Score -118087.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -118137.960938 Penalty: 3324.172363
	Iteration 8Q: 3 clusters Score -118138 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -118159.515625 Penalty: 3324.172363
	Iteration 9Q: 3 clusters Score -118159.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -118164.187500 Penalty: 3324.172363
	Iteration 10Q: 3 clusters Score -118164.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -118172.125000 Penalty: 3324.172363
	Iteration 11Q: 3 clusters Score -118172.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -118180.164062 Penalty: 3324.172363
	Iteration 12Q: 3 clusters Score -118180.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -118183.851562 Penalty: 3324.172363
	Iteration 13Q: 3 clusters Score -118183.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -118183.851562 Penalty: 3324.172363
	Iteration 14F: 3 clusters Score -118183.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 15361 members 
Mstep: Class 3 contains 27041 members 
Mstep: Class 4 contains 35843 members 
Mstep: Class 5 contains 21355 members 
Mstep: Class 6 contains 641 members 
Mstep: Class 7 contains 2492 members 
Mstep: Class 8 contains 48755 members 
Mstep: Class 9 contains 29937 members 
Mstep: Class 10 contains 12093 members 
Mstep: Class 11 contains 4398 members 
Mstep: Class 12 contains 225570 members 
Mstep: Class 13 contains 9174 members 
Mstep: Class 14 contains 5297 members 
Mstep: Class 15 contains 27044 members 
Mstep: Class 16 contains 9442 members 
Mstep: Class 17 contains 9696 members 
Mstep: Class 18 contains 8382 members 
Mstep: Class 19 contains 163102 members 
Mstep: Class 20 contains 41538 members 
Mstep: Class 21 contains 12637 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 10791 members 
Mstep: Class 24 contains 4123 members 
Mstep: Class 25 contains 6805 members 
Mstep: Class 26 contains 60540 members 
Mstep: Class 27 contains 9616 members 
Mstep: Class 28 contains 6868 members 
Mstep: Class 29 contains 5403 members 
Mstep: Class 30 contains 8665 members 
Mstep: Class 31 contains 335 members 
Mstep: Class 32 contains 452 members 
Mstep: Class 33 contains 1802 members 
Mstep: Class 34 contains 8709 members 
Mstep: Class 35 contains 197201 members 
Mstep: Class 36 contains 2892 members 
Mstep: Class 37 contains 4615 members 
Mstep: Class 38 contains 2497 members 
Mstep: Class 39 contains 322 members 
Mstep: Class 40 contains 9958 members 
Mstep: Class 41 contains 27276 members 
Mstep: Class 42 contains 5090 members 
Mstep: Class 43 contains 12490 members 
Mstep: Class 44 contains 1001 members 
Mstep: Class 45 contains 3725 members 
Mstep: Class 46 contains 988 members 
Mstep: Class 47 contains 13842 members 
Mstep: Class 48 contains 384 members 
Mstep: Class 49 contains 4144 members 
Mstep: Class 50 contains 302 members 
Mstep: Class 51 contains 418 members 
Mstep: Class 52 contains 38552 members 
Mstep: Class 53 contains 264 members 
Mstep: Class 54 contains 7366 members 
Mstep: Class 55 contains 451 members 
Mstep: Class 56 contains 1816 members 
Mstep: Class 57 contains 2958 members 
Mstep: Class 58 contains 481 members 
Mstep: Class 59 contains 155 members 
Mstep: Class 60 contains 635 members 
Mstep: Class 61 contains 549 members 
Mstep: Class 62 contains 275 members 
Mstep: Class 63 contains 367 members 
Mstep: Class 64 contains 222 members 
Mstep: Class 65 contains 746 members 
Mstep: Class 66 contains 230 members 
Mstep: Class 67 contains 151 members 
Mstep: Class 68 contains 722 members 
Mstep: Class 69 contains 503 members 
Mstep: Class 70 contains 214 members 
Mstep: Class 71 contains 399 members 
Mstep: Class 72 contains 4064 members 
Mstep: Class 73 contains 252 members 
Mstep: Class 74 contains 392 members 
Mstep: Class 75 contains 219 members 
Mstep: Class 76 contains 302 members 
Mstep: Class 77 contains 383 members 
Mstep: Class 78 contains 347 members 
Mstep: Class 79 contains 333 members 
Mstep: Class 80 contains 259 members 
Entering Unmasked Estep 
Score: -147546896.000000 Penalty: 277521.750000
Splitting cluster 58 changes total score from -147547344.000000 to -147546896.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 59 (155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Entering Unmasked Estep 
Score: -21802.712891 Penalty: 1250.769409
	Iteration 0F: 2 clusters Score -21802.71 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 82 members 
Entering Unmasked Estep 
Score: -20808.455078 Penalty: 2501.538818
	Iteration 0F: 3 clusters Score -20808.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -20873.943359 Penalty: 2501.538818
	Iteration 1Q: 3 clusters Score -20873.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -20899.091797 Penalty: 2501.538818
	Iteration 2Q: 3 clusters Score -20899.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -20899.091797 Penalty: 2501.538818
	Iteration 3F: 3 clusters Score -20899.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Entering Unmasked Estep 
Score: -97959.562500 Penalty: 1600.499023
	Iteration 0F: 2 clusters Score -97959.56 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 329 members 
Entering Unmasked Estep 
Score: -96364.289062 Penalty: 3200.998047
	Iteration 0F: 3 clusters Score -96364.29 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -96735.375000 Penalty: 3200.998047
	Iteration 1F: 3 clusters Score -96735.38 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -96935.687500 Penalty: 3200.998047
	Iteration 2F: 3 clusters Score -96935.69 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -97073.953125 Penalty: 3200.998047
	Iteration 3F: 3 clusters Score -97073.95 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -97305.015625 Penalty: 3200.998047
	Iteration 4Q: 3 clusters Score -97305.02 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -97551.031250 Penalty: 3200.998047
	Iteration 5Q: 3 clusters Score -97551.03 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -97609.953125 Penalty: 3200.998047
	Iteration 6Q: 3 clusters Score -97609.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -97641.023438 Penalty: 3200.998047
	Iteration 7Q: 3 clusters Score -97641.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -97656.601562 Penalty: 3200.998047
	Iteration 8Q: 3 clusters Score -97656.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -97681.390625 Penalty: 3200.998047
	Iteration 9Q: 3 clusters Score -97681.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -97699.976562 Penalty: 3200.998047
	Iteration 10Q: 3 clusters Score -97699.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -97718.507812 Penalty: 3200.998047
	Iteration 11Q: 3 clusters Score -97718.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -97731.804688 Penalty: 3200.998047
	Iteration 12Q: 3 clusters Score -97731.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -97747.656250 Penalty: 3200.998047
	Iteration 13Q: 3 clusters Score -97747.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -97787.210938 Penalty: 3200.998047
	Iteration 14Q: 3 clusters Score -97787.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -97808.078125 Penalty: 3200.998047
	Iteration 15Q: 3 clusters Score -97808.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -97821.281250 Penalty: 3200.998047
	Iteration 16Q: 3 clusters Score -97821.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -97827.117188 Penalty: 3200.998047
	Iteration 17Q: 3 clusters Score -97827.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -97828.570312 Penalty: 3200.998047
	Iteration 18Q: 3 clusters Score -97828.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -97831.703125 Penalty: 3200.998047
	Iteration 19Q: 3 clusters Score -97831.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -97831.703125 Penalty: 3200.998047
	Iteration 20F: 3 clusters Score -97831.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Entering Unmasked Estep 
Score: -43444.664062 Penalty: 1564.408325
	Iteration 0F: 2 clusters Score -43444.66 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 271 members 
Entering Unmasked Estep 
Score: -42063.515625 Penalty: 3128.816650
	Iteration 0F: 3 clusters Score -42063.52 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -42422.855469 Penalty: 3128.816650
	Iteration 1F: 3 clusters Score -42422.86 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -42588.750000 Penalty: 3128.816650
	Iteration 2F: 3 clusters Score -42588.75 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -42635.679688 Penalty: 3128.816650
	Iteration 3Q: 3 clusters Score -42635.68 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -42700.304688 Penalty: 3128.816650
	Iteration 4Q: 3 clusters Score -42700.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -42729.671875 Penalty: 3128.816650
	Iteration 5Q: 3 clusters Score -42729.67 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -42753.511719 Penalty: 3128.816650
	Iteration 6Q: 3 clusters Score -42753.51 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -42772.671875 Penalty: 3128.816650
	Iteration 7Q: 3 clusters Score -42772.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -42781.007812 Penalty: 3128.816650
	Iteration 8Q: 3 clusters Score -42781.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -42787.855469 Penalty: 3128.816650
	Iteration 9Q: 3 clusters Score -42787.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -42799.281250 Penalty: 3128.816650
	Iteration 10Q: 3 clusters Score -42799.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -42804.046875 Penalty: 3128.816650
	Iteration 11Q: 3 clusters Score -42804.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -42804.046875 Penalty: 3128.816650
	Iteration 12F: 3 clusters Score -42804.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Entering Unmasked Estep 
Score: -35934.253906 Penalty: 1392.959229
	Iteration 0F: 2 clusters Score -35934.25 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 130 members 
Entering Unmasked Estep 
Score: -34802.945312 Penalty: 2785.918457
	Iteration 0F: 3 clusters Score -34802.95 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -35182.703125 Penalty: 2785.918457
	Iteration 1F: 3 clusters Score -35182.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -35507.449219 Penalty: 2785.918457
	Iteration 2F: 3 clusters Score -35507.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -35583.550781 Penalty: 2785.918457
	Iteration 3Q: 3 clusters Score -35583.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -35662.062500 Penalty: 2785.918457
	Iteration 4Q: 3 clusters Score -35662.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -35698.175781 Penalty: 2785.918457
	Iteration 5Q: 3 clusters Score -35698.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -35748.492188 Penalty: 2785.918457
	Iteration 6Q: 3 clusters Score -35748.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -35773.425781 Penalty: 2785.918457
	Iteration 7Q: 3 clusters Score -35773.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -35785.671875 Penalty: 2785.918457
	Iteration 8Q: 3 clusters Score -35785.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -35785.671875 Penalty: 2785.918457
	Iteration 9F: 3 clusters Score -35785.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Entering Unmasked Estep 
Score: -53838.890625 Penalty: 1464.529663
	Iteration 0F: 2 clusters Score -53838.89 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 203 members 
Entering Unmasked Estep 
Score: -52517.406250 Penalty: 2929.059326
	Iteration 0F: 3 clusters Score -52517.41 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -52659.843750 Penalty: 2929.059326
	Iteration 1F: 3 clusters Score -52659.84 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -52752.414062 Penalty: 2929.059326
	Iteration 2Q: 3 clusters Score -52752.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -52776.140625 Penalty: 2929.059326
	Iteration 3Q: 3 clusters Score -52776.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -52807.167969 Penalty: 2929.059326
	Iteration 4Q: 3 clusters Score -52807.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -52819.968750 Penalty: 2929.059326
	Iteration 5Q: 3 clusters Score -52819.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -52846.347656 Penalty: 2929.059326
	Iteration 6Q: 3 clusters Score -52846.35 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -52923.359375 Penalty: 2929.059326
	Iteration 7Q: 3 clusters Score -52923.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -53010.070312 Penalty: 2929.059326
	Iteration 8Q: 3 clusters Score -53010.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -53107.453125 Penalty: 2929.059326
	Iteration 9Q: 3 clusters Score -53107.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -53141.550781 Penalty: 2929.059326
	Iteration 10Q: 3 clusters Score -53141.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -53223.453125 Penalty: 2929.059326
	Iteration 11Q: 3 clusters Score -53223.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -53227.097656 Penalty: 2929.059326
	Iteration 12Q: 3 clusters Score -53227.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -53235.140625 Penalty: 2929.059326
	Iteration 13Q: 3 clusters Score -53235.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -53240.429688 Penalty: 2929.059326
	Iteration 14Q: 3 clusters Score -53240.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -53265.875000 Penalty: 2929.059326
	Iteration 15Q: 3 clusters Score -53265.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -53265.875000 Penalty: 2929.059326
	Iteration 16F: 3 clusters Score -53265.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Entering Unmasked Estep 
Score: -31150.962891 Penalty: 1339.864014
	Iteration 0F: 2 clusters Score -31150.96 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 110 members 
Entering Unmasked Estep 
Score: -29995.658203 Penalty: 2679.728027
	Iteration 0F: 3 clusters Score -29995.66 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -30195.845703 Penalty: 2679.728027
	Iteration 1F: 3 clusters Score -30195.85 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -30295.117188 Penalty: 2679.728027
	Iteration 2Q: 3 clusters Score -30295.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -30393.843750 Penalty: 2679.728027
	Iteration 3Q: 3 clusters Score -30393.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -30486.787109 Penalty: 2679.728027
	Iteration 4Q: 3 clusters Score -30486.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -30584.933594 Penalty: 2679.728027
	Iteration 5Q: 3 clusters Score -30584.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -30725.478516 Penalty: 2679.728027
	Iteration 6Q: 3 clusters Score -30725.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -30788.064453 Penalty: 2679.728027
	Iteration 7Q: 3 clusters Score -30788.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -30823.636719 Penalty: 2679.728027
	Iteration 8Q: 3 clusters Score -30823.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -30845.345703 Penalty: 2679.728027
	Iteration 9Q: 3 clusters Score -30845.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -30852.289062 Penalty: 2679.728027
	Iteration 10Q: 3 clusters Score -30852.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -30852.289062 Penalty: 2679.728027
	Iteration 11F: 3 clusters Score -30852.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Entering Unmasked Estep 
Score: -107123.101562 Penalty: 1640.451904
	Iteration 0F: 2 clusters Score -107123.1 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 338 members 
Entering Unmasked Estep 
Score: -105455.609375 Penalty: 3280.903809
	Iteration 0F: 3 clusters Score -105455.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -106145.367188 Penalty: 3280.903809
	Iteration 1F: 3 clusters Score -106145.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -106564.625000 Penalty: 3280.903809
	Iteration 2F: 3 clusters Score -106564.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -106865.093750 Penalty: 3280.903809
	Iteration 3F: 3 clusters Score -106865.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -107074.859375 Penalty: 3280.903809
	Iteration 4F: 3 clusters Score -107074.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -107164.828125 Penalty: 3280.903809
	Iteration 5Q: 3 clusters Score -107164.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -107185.812500 Penalty: 3280.903809
	Iteration 6Q: 3 clusters Score -107185.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -107202.898438 Penalty: 3280.903809
	Iteration 7Q: 3 clusters Score -107202.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -107211.117188 Penalty: 3280.903809
	Iteration 8Q: 3 clusters Score -107211.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -107213.453125 Penalty: 3280.903809
	Iteration 9Q: 3 clusters Score -107213.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -107213.453125 Penalty: 3280.903809
	Iteration 10F: 3 clusters Score -107213.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 15361 members 
Mstep: Class 3 contains 27041 members 
Mstep: Class 4 contains 35843 members 
Mstep: Class 5 contains 21355 members 
Mstep: Class 6 contains 641 members 
Mstep: Class 7 contains 2492 members 
Mstep: Class 8 contains 48755 members 
Mstep: Class 9 contains 29937 members 
Mstep: Class 10 contains 12093 members 
Mstep: Class 11 contains 4398 members 
Mstep: Class 12 contains 225570 members 
Mstep: Class 13 contains 9174 members 
Mstep: Class 14 contains 5297 members 
Mstep: Class 15 contains 27044 members 
Mstep: Class 16 contains 9442 members 
Mstep: Class 17 contains 9696 members 
Mstep: Class 18 contains 8382 members 
Mstep: Class 19 contains 163102 members 
Mstep: Class 20 contains 41538 members 
Mstep: Class 21 contains 12637 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 10791 members 
Mstep: Class 24 contains 4123 members 
Mstep: Class 25 contains 6805 members 
Mstep: Class 26 contains 60540 members 
Mstep: Class 27 contains 9616 members 
Mstep: Class 28 contains 6868 members 
Mstep: Class 29 contains 5403 members 
Mstep: Class 30 contains 8665 members 
Mstep: Class 31 contains 335 members 
Mstep: Class 32 contains 452 members 
Mstep: Class 33 contains 1802 members 
Mstep: Class 34 contains 8709 members 
Mstep: Class 35 contains 197201 members 
Mstep: Class 36 contains 2892 members 
Mstep: Class 37 contains 4615 members 
Mstep: Class 38 contains 2497 members 
Mstep: Class 39 contains 322 members 
Mstep: Class 40 contains 9958 members 
Mstep: Class 41 contains 27276 members 
Mstep: Class 42 contains 5090 members 
Mstep: Class 43 contains 12490 members 
Mstep: Class 44 contains 1001 members 
Mstep: Class 45 contains 3725 members 
Mstep: Class 46 contains 988 members 
Mstep: Class 47 contains 13842 members 
Mstep: Class 48 contains 384 members 
Mstep: Class 49 contains 4144 members 
Mstep: Class 50 contains 302 members 
Mstep: Class 51 contains 418 members 
Mstep: Class 52 contains 38552 members 
Mstep: Class 53 contains 264 members 
Mstep: Class 54 contains 7366 members 
Mstep: Class 55 contains 451 members 
Mstep: Class 56 contains 1816 members 
Mstep: Class 57 contains 2958 members 
Mstep: Class 58 contains 814 members 
Mstep: Class 59 contains 155 members 
Mstep: Class 60 contains 635 members 
Mstep: Class 61 contains 549 members 
Mstep: Class 62 contains 275 members 
Mstep: Class 63 contains 367 members 
Mstep: Class 64 contains 222 members 
Mstep: Class 65 contains 348 members 
Mstep: Class 66 contains 230 members 
Mstep: Class 67 contains 151 members 
Mstep: Class 68 contains 722 members 
Mstep: Class 69 contains 503 members 
Mstep: Class 70 contains 214 members 
Mstep: Class 71 contains 399 members 
Mstep: Class 72 contains 4064 members 
Mstep: Class 73 contains 252 members 
Mstep: Class 74 contains 392 members 
Mstep: Class 75 contains 219 members 
Mstep: Class 76 contains 302 members 
Mstep: Class 77 contains 383 members 
Mstep: Class 78 contains 347 members 
Mstep: Class 79 contains 398 members 
Mstep: Class 80 contains 259 members 
Entering Unmasked Estep 
Score: -147545584.000000 Penalty: 277521.750000
Splitting cluster 65 changes total score from -147547344.000000 to -147545584.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 66 (230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Entering Unmasked Estep 
Score: -23675.490234 Penalty: 1348.643677
	Iteration 0F: 2 clusters Score -23675.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -22582.779297 Penalty: 2697.287354
	Iteration 0F: 3 clusters Score -22582.78 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -22681.326172 Penalty: 2697.287354
	Iteration 1F: 3 clusters Score -22681.33 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -22748.164062 Penalty: 2697.287354
	Iteration 2F: 3 clusters Score -22748.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -22782.285156 Penalty: 2697.287354
	Iteration 3Q: 3 clusters Score -22782.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -22786.015625 Penalty: 2697.287354
	Iteration 4Q: 3 clusters Score -22786.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -22793.486328 Penalty: 2697.287354
	Iteration 5Q: 3 clusters Score -22793.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -22793.486328 Penalty: 2697.287354
	Iteration 6F: 3 clusters Score -22793.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Entering Unmasked Estep 
Score: -19840.548828 Penalty: 1244.285400
	Iteration 0F: 2 clusters Score -19840.55 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 70 members 
Entering Unmasked Estep 
Score: -18906.410156 Penalty: 2488.570801
	Iteration 0F: 3 clusters Score -18906.41 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -19096.332031 Penalty: 2488.570801
	Iteration 1F: 3 clusters Score -19096.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -19121.941406 Penalty: 2488.570801
	Iteration 2Q: 3 clusters Score -19121.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -19199.380859 Penalty: 2488.570801
	Iteration 3Q: 3 clusters Score -19199.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -19199.380859 Penalty: 2488.570801
	Iteration 4F: 3 clusters Score -19199.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Entering Unmasked Estep 
Score: -110953.429688 Penalty: 1632.342163
	Iteration 0F: 2 clusters Score -110953.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -109315.984375 Penalty: 3264.684326
	Iteration 0F: 3 clusters Score -109316 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -109727.523438 Penalty: 3264.684326
	Iteration 1F: 3 clusters Score -109727.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -110004.421875 Penalty: 3264.684326
	Iteration 2F: 3 clusters Score -110004.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -110436.078125 Penalty: 3264.684326
	Iteration 3F: 3 clusters Score -110436.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -110982.085938 Penalty: 3264.684326
	Iteration 4F: 3 clusters Score -110982.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -111891.289062 Penalty: 3264.684326
	Iteration 5F: 3 clusters Score -111891.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -112225.632812 Penalty: 3264.684326
	Iteration 6Q: 3 clusters Score -112225.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -112508.398438 Penalty: 3264.684326
	Iteration 7Q: 3 clusters Score -112508.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -112913.539062 Penalty: 3264.684326
	Iteration 8Q: 3 clusters Score -112913.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -113280.960938 Penalty: 3264.684326
	Iteration 9Q: 3 clusters Score -113281 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -113368.375000 Penalty: 3264.684326
	Iteration 10Q: 3 clusters Score -113368.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -113368.375000 Penalty: 3264.684326
	Iteration 11F: 3 clusters Score -113368.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 15361 members 
Mstep: Class 3 contains 27041 members 
Mstep: Class 4 contains 35843 members 
Mstep: Class 5 contains 21355 members 
Mstep: Class 6 contains 641 members 
Mstep: Class 7 contains 2492 members 
Mstep: Class 8 contains 48755 members 
Mstep: Class 9 contains 29937 members 
Mstep: Class 10 contains 12093 members 
Mstep: Class 11 contains 4398 members 
Mstep: Class 12 contains 225570 members 
Mstep: Class 13 contains 9174 members 
Mstep: Class 14 contains 5297 members 
Mstep: Class 15 contains 27044 members 
Mstep: Class 16 contains 9442 members 
Mstep: Class 17 contains 9696 members 
Mstep: Class 18 contains 8382 members 
Mstep: Class 19 contains 163102 members 
Mstep: Class 20 contains 41538 members 
Mstep: Class 21 contains 12637 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 10791 members 
Mstep: Class 24 contains 4123 members 
Mstep: Class 25 contains 6805 members 
Mstep: Class 26 contains 60540 members 
Mstep: Class 27 contains 9616 members 
Mstep: Class 28 contains 6868 members 
Mstep: Class 29 contains 5403 members 
Mstep: Class 30 contains 8665 members 
Mstep: Class 31 contains 335 members 
Mstep: Class 32 contains 452 members 
Mstep: Class 33 contains 1802 members 
Mstep: Class 34 contains 8709 members 
Mstep: Class 35 contains 197201 members 
Mstep: Class 36 contains 2892 members 
Mstep: Class 37 contains 4615 members 
Mstep: Class 38 contains 2497 members 
Mstep: Class 39 contains 322 members 
Mstep: Class 40 contains 9958 members 
Mstep: Class 41 contains 27276 members 
Mstep: Class 42 contains 5090 members 
Mstep: Class 43 contains 12490 members 
Mstep: Class 44 contains 1001 members 
Mstep: Class 45 contains 3725 members 
Mstep: Class 46 contains 988 members 
Mstep: Class 47 contains 13842 members 
Mstep: Class 48 contains 384 members 
Mstep: Class 49 contains 4144 members 
Mstep: Class 50 contains 302 members 
Mstep: Class 51 contains 418 members 
Mstep: Class 52 contains 38552 members 
Mstep: Class 53 contains 264 members 
Mstep: Class 54 contains 7366 members 
Mstep: Class 55 contains 451 members 
Mstep: Class 56 contains 1816 members 
Mstep: Class 57 contains 2958 members 
Mstep: Class 58 contains 814 members 
Mstep: Class 59 contains 155 members 
Mstep: Class 60 contains 635 members 
Mstep: Class 61 contains 549 members 
Mstep: Class 62 contains 275 members 
Mstep: Class 63 contains 367 members 
Mstep: Class 64 contains 222 members 
Mstep: Class 65 contains 746 members 
Mstep: Class 66 contains 230 members 
Mstep: Class 67 contains 151 members 
Mstep: Class 68 contains 405 members 
Mstep: Class 69 contains 503 members 
Mstep: Class 70 contains 214 members 
Mstep: Class 71 contains 399 members 
Mstep: Class 72 contains 4064 members 
Mstep: Class 73 contains 252 members 
Mstep: Class 74 contains 392 members 
Mstep: Class 75 contains 219 members 
Mstep: Class 76 contains 302 members 
Mstep: Class 77 contains 383 members 
Mstep: Class 78 contains 347 members 
Mstep: Class 79 contains 317 members 
Mstep: Class 80 contains 259 members 
Entering Unmasked Estep 
Score: -147547872.000000 Penalty: 277521.750000
Splitting cluster 68 changes total score from -147547344.000000 to -147547872.000000
So it's getting split into cluster 79.
Entering ConstructFrom: 
Trying to split cluster 69 (503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Entering Unmasked Estep 
Score: -72012.492188 Penalty: 1542.706299
	Iteration 0F: 2 clusters Score -72012.49 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 259 members 
Entering Unmasked Estep 
Score: -70686.742188 Penalty: 3085.412598
	Iteration 0F: 3 clusters Score -70686.74 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -71141.906250 Penalty: 3085.412598
	Iteration 1F: 3 clusters Score -71141.91 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -71413.710938 Penalty: 3085.412598
	Iteration 2F: 3 clusters Score -71413.71 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -71651.046875 Penalty: 3085.412598
	Iteration 3F: 3 clusters Score -71651.05 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -71791.000000 Penalty: 3085.412598
	Iteration 4Q: 3 clusters Score -71791 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -72027.125000 Penalty: 3085.412598
	Iteration 5Q: 3 clusters Score -72027.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -72112.023438 Penalty: 3085.412598
	Iteration 6Q: 3 clusters Score -72112.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -72125.125000 Penalty: 3085.412598
	Iteration 7Q: 3 clusters Score -72125.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -72125.125000 Penalty: 3085.412598
	Iteration 8F: 3 clusters Score -72125.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 15361 members 
Mstep: Class 3 contains 27041 members 
Mstep: Class 4 contains 35843 members 
Mstep: Class 5 contains 21355 members 
Mstep: Class 6 contains 641 members 
Mstep: Class 7 contains 2492 members 
Mstep: Class 8 contains 48755 members 
Mstep: Class 9 contains 29937 members 
Mstep: Class 10 contains 12093 members 
Mstep: Class 11 contains 4398 members 
Mstep: Class 12 contains 225570 members 
Mstep: Class 13 contains 9174 members 
Mstep: Class 14 contains 5297 members 
Mstep: Class 15 contains 27044 members 
Mstep: Class 16 contains 9442 members 
Mstep: Class 17 contains 9696 members 
Mstep: Class 18 contains 8382 members 
Mstep: Class 19 contains 163102 members 
Mstep: Class 20 contains 41538 members 
Mstep: Class 21 contains 12637 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 10791 members 
Mstep: Class 24 contains 4123 members 
Mstep: Class 25 contains 6805 members 
Mstep: Class 26 contains 60540 members 
Mstep: Class 27 contains 9616 members 
Mstep: Class 28 contains 6868 members 
Mstep: Class 29 contains 5403 members 
Mstep: Class 30 contains 8665 members 
Mstep: Class 31 contains 335 members 
Mstep: Class 32 contains 452 members 
Mstep: Class 33 contains 1802 members 
Mstep: Class 34 contains 8709 members 
Mstep: Class 35 contains 197201 members 
Mstep: Class 36 contains 2892 members 
Mstep: Class 37 contains 4615 members 
Mstep: Class 38 contains 2497 members 
Mstep: Class 39 contains 322 members 
Mstep: Class 40 contains 9958 members 
Mstep: Class 41 contains 27276 members 
Mstep: Class 42 contains 5090 members 
Mstep: Class 43 contains 12490 members 
Mstep: Class 44 contains 1001 members 
Mstep: Class 45 contains 3725 members 
Mstep: Class 46 contains 988 members 
Mstep: Class 47 contains 13842 members 
Mstep: Class 48 contains 384 members 
Mstep: Class 49 contains 4144 members 
Mstep: Class 50 contains 302 members 
Mstep: Class 51 contains 418 members 
Mstep: Class 52 contains 38552 members 
Mstep: Class 53 contains 264 members 
Mstep: Class 54 contains 7366 members 
Mstep: Class 55 contains 451 members 
Mstep: Class 56 contains 1816 members 
Mstep: Class 57 contains 2958 members 
Mstep: Class 58 contains 814 members 
Mstep: Class 59 contains 155 members 
Mstep: Class 60 contains 635 members 
Mstep: Class 61 contains 549 members 
Mstep: Class 62 contains 275 members 
Mstep: Class 63 contains 367 members 
Mstep: Class 64 contains 222 members 
Mstep: Class 65 contains 746 members 
Mstep: Class 66 contains 230 members 
Mstep: Class 67 contains 151 members 
Mstep: Class 68 contains 405 members 
Mstep: Class 69 contains 315 members 
Mstep: Class 70 contains 214 members 
Mstep: Class 71 contains 399 members 
Mstep: Class 72 contains 4064 members 
Mstep: Class 73 contains 252 members 
Mstep: Class 74 contains 392 members 
Mstep: Class 75 contains 219 members 
Mstep: Class 76 contains 302 members 
Mstep: Class 77 contains 383 members 
Mstep: Class 78 contains 347 members 
Mstep: Class 79 contains 317 members 
Mstep: Class 80 contains 259 members 
Mstep: Class 81 contains 188 members 
Entering Unmasked Estep 
Score: -147546000.000000 Penalty: 280990.781250
Splitting cluster 69 changes total score from -147547344.000000 to -147546000.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 70 (214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Entering Unmasked Estep 
Score: -28111.199219 Penalty: 1330.761963
	Iteration 0F: 2 clusters Score -28111.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -27074.179688 Penalty: 2661.523926
	Iteration 0F: 3 clusters Score -27074.18 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -27430.974609 Penalty: 2661.523926
	Iteration 1F: 3 clusters Score -27430.97 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -27567.064453 Penalty: 2661.523926
	Iteration 2F: 3 clusters Score -27567.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -27586.019531 Penalty: 2661.523926
	Iteration 3Q: 3 clusters Score -27586.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -27592.226562 Penalty: 2661.523926
	Iteration 4Q: 3 clusters Score -27592.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -27592.226562 Penalty: 2661.523926
	Iteration 5F: 3 clusters Score -27592.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Entering Unmasked Estep 
Score: -59571.550781 Penalty: 1485.262329
	Iteration 0F: 2 clusters Score -59571.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -58166.652344 Penalty: 2970.524658
	Iteration 0F: 3 clusters Score -58166.65 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -58345.398438 Penalty: 2970.524658
	Iteration 1F: 3 clusters Score -58345.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -58446.113281 Penalty: 2970.524658
	Iteration 2F: 3 clusters Score -58446.11 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -58518.656250 Penalty: 2970.524658
	Iteration 3Q: 3 clusters Score -58518.66 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -58576.144531 Penalty: 2970.524658
	Iteration 4Q: 3 clusters Score -58576.14 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -58640.484375 Penalty: 2970.524658
	Iteration 5Q: 3 clusters Score -58640.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -58686.609375 Penalty: 2970.524658
	Iteration 6Q: 3 clusters Score -58686.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -58722.148438 Penalty: 2970.524658
	Iteration 7Q: 3 clusters Score -58722.15 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -58776.289062 Penalty: 2970.524658
	Iteration 8Q: 3 clusters Score -58776.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -58801.847656 Penalty: 2970.524658
	Iteration 9Q: 3 clusters Score -58801.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -58816.800781 Penalty: 2970.524658
	Iteration 10Q: 3 clusters Score -58816.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -58828.976562 Penalty: 2970.524658
	Iteration 11Q: 3 clusters Score -58828.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -58841.605469 Penalty: 2970.524658
	Iteration 12Q: 3 clusters Score -58841.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -58857.234375 Penalty: 2970.524658
	Iteration 13Q: 3 clusters Score -58857.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -58874.878906 Penalty: 2970.524658
	Iteration 14Q: 3 clusters Score -58874.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -58894.398438 Penalty: 2970.524658
	Iteration 15Q: 3 clusters Score -58894.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -58921.066406 Penalty: 2970.524658
	Iteration 16Q: 3 clusters Score -58921.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -58954.722656 Penalty: 2970.524658
	Iteration 17Q: 3 clusters Score -58954.72 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -59044.003906 Penalty: 2970.524658
	Iteration 18Q: 3 clusters Score -59044 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -59189.394531 Penalty: 2970.524658
	Iteration 19Q: 3 clusters Score -59189.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -59213.992188 Penalty: 2970.524658
	Iteration 20F: 3 clusters Score -59213.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -59226.324219 Penalty: 2970.524658
	Iteration 21Q: 3 clusters Score -59226.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -59243.125000 Penalty: 2970.524658
	Iteration 22Q: 3 clusters Score -59243.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -59249.167969 Penalty: 2970.524658
	Iteration 23Q: 3 clusters Score -59249.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -59260.207031 Penalty: 2970.524658
	Iteration 24Q: 3 clusters Score -59260.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -59279.761719 Penalty: 2970.524658
	Iteration 25Q: 3 clusters Score -59279.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -59308.175781 Penalty: 2970.524658
	Iteration 26Q: 3 clusters Score -59308.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -59349.273438 Penalty: 2970.524658
	Iteration 27Q: 3 clusters Score -59349.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -59382.757812 Penalty: 2970.524658
	Iteration 28Q: 3 clusters Score -59382.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -59448.507812 Penalty: 2970.524658
	Iteration 29Q: 3 clusters Score -59448.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -59448.507812 Penalty: 2970.524658
	Iteration 30F: 3 clusters Score -59448.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 72 (4064 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Entering Unmasked Estep 
Score: -558803.437500 Penalty: 2060.860840
	Iteration 0F: 2 clusters Score -558803.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -555083.562500 Penalty: 4121.721680
	Iteration 0F: 3 clusters Score -555083.6 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -557436.750000 Penalty: 4121.721680
	Iteration 1F: 3 clusters Score -557436.8 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -558191.500000 Penalty: 4121.721680
	Iteration 2F: 3 clusters Score -558191.5 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -558633.312500 Penalty: 4121.721680
	Iteration 3F: 3 clusters Score -558633.3 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -558946.625000 Penalty: 4121.721680
	Iteration 4F: 3 clusters Score -558946.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -559107.687500 Penalty: 4121.721680
	Iteration 5Q: 3 clusters Score -559107.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -559243.062500 Penalty: 4121.721680
	Iteration 6Q: 3 clusters Score -559243.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -559431.437500 Penalty: 4121.721680
	Iteration 7Q: 3 clusters Score -559431.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -559615.875000 Penalty: 4121.721680
	Iteration 8Q: 3 clusters Score -559615.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -559771.312500 Penalty: 4121.721680
	Iteration 9Q: 3 clusters Score -559771.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -559847.812500 Penalty: 4121.721680
	Iteration 10Q: 3 clusters Score -559847.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -559910.187500 Penalty: 4121.721680
	Iteration 11Q: 3 clusters Score -559910.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -559945.562500 Penalty: 4121.721680
	Iteration 12Q: 3 clusters Score -559945.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -559977.500000 Penalty: 4121.721680
	Iteration 13Q: 3 clusters Score -559977.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -560001.187500 Penalty: 4121.721680
	Iteration 14Q: 3 clusters Score -560001.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -560038.312500 Penalty: 4121.721680
	Iteration 15Q: 3 clusters Score -560038.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -560067.000000 Penalty: 4121.721680
	Iteration 16Q: 3 clusters Score -560067 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -560089.437500 Penalty: 4121.721680
	Iteration 17Q: 3 clusters Score -560089.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -560100.687500 Penalty: 4121.721680
	Iteration 18Q: 3 clusters Score -560100.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -560107.437500 Penalty: 4121.721680
	Iteration 19Q: 3 clusters Score -560107.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -560111.500000 Penalty: 4121.721680
	Iteration 20F: 3 clusters Score -560111.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -560118.625000 Penalty: 4121.721680
	Iteration 21Q: 3 clusters Score -560118.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -560131.625000 Penalty: 4121.721680
	Iteration 22Q: 3 clusters Score -560131.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -560147.625000 Penalty: 4121.721680
	Iteration 23Q: 3 clusters Score -560147.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -560179.500000 Penalty: 4121.721680
	Iteration 24Q: 3 clusters Score -560179.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -560211.187500 Penalty: 4121.721680
	Iteration 25Q: 3 clusters Score -560211.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -560225.812500 Penalty: 4121.721680
	Iteration 26Q: 3 clusters Score -560225.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -560237.187500 Penalty: 4121.721680
	Iteration 27Q: 3 clusters Score -560237.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -560241.375000 Penalty: 4121.721680
	Iteration 28Q: 3 clusters Score -560241.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -560250.000000 Penalty: 4121.721680
	Iteration 29Q: 3 clusters Score -560250 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -560255.375000 Penalty: 4121.721680
	Iteration 30Q: 3 clusters Score -560255.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -560254.625000 Penalty: 4121.721680
	Iteration 31Q: 3 clusters Score -560254.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -560256.625000 Penalty: 4121.721680
	Iteration 32Q: 3 clusters Score -560256.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -560258.187500 Penalty: 4121.721680
	Iteration 33Q: 3 clusters Score -560258.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -560258.812500 Penalty: 4121.721680
	Iteration 34Q: 3 clusters Score -560258.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -560261.687500 Penalty: 4121.721680
	Iteration 35Q: 3 clusters Score -560261.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -560261.625000 Penalty: 4121.721680
	Iteration 36Q: 3 clusters Score -560261.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -560262.687500 Penalty: 4121.721680
	Iteration 37Q: 3 clusters Score -560262.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -560262.750000 Penalty: 4121.721680
	Iteration 38Q: 3 clusters Score -560262.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -560262.750000 Penalty: 4121.721680
	Iteration 39F: 3 clusters Score -560262.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 15361 members 
Mstep: Class 3 contains 27041 members 
Mstep: Class 4 contains 35843 members 
Mstep: Class 5 contains 21355 members 
Mstep: Class 6 contains 641 members 
Mstep: Class 7 contains 2492 members 
Mstep: Class 8 contains 48755 members 
Mstep: Class 9 contains 29937 members 
Mstep: Class 10 contains 12093 members 
Mstep: Class 11 contains 4398 members 
Mstep: Class 12 contains 225570 members 
Mstep: Class 13 contains 9174 members 
Mstep: Class 14 contains 5297 members 
Mstep: Class 15 contains 27044 members 
Mstep: Class 16 contains 9442 members 
Mstep: Class 17 contains 9696 members 
Mstep: Class 18 contains 8382 members 
Mstep: Class 19 contains 163102 members 
Mstep: Class 20 contains 41538 members 
Mstep: Class 21 contains 12637 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 10791 members 
Mstep: Class 24 contains 4123 members 
Mstep: Class 25 contains 6805 members 
Mstep: Class 26 contains 60540 members 
Mstep: Class 27 contains 9616 members 
Mstep: Class 28 contains 6868 members 
Mstep: Class 29 contains 5403 members 
Mstep: Class 30 contains 8665 members 
Mstep: Class 31 contains 335 members 
Mstep: Class 32 contains 452 members 
Mstep: Class 33 contains 1802 members 
Mstep: Class 34 contains 8709 members 
Mstep: Class 35 contains 197201 members 
Mstep: Class 36 contains 2892 members 
Mstep: Class 37 contains 4615 members 
Mstep: Class 38 contains 2497 members 
Mstep: Class 39 contains 322 members 
Mstep: Class 40 contains 9958 members 
Mstep: Class 41 contains 27276 members 
Mstep: Class 42 contains 5090 members 
Mstep: Class 43 contains 12490 members 
Mstep: Class 44 contains 1001 members 
Mstep: Class 45 contains 3725 members 
Mstep: Class 46 contains 988 members 
Mstep: Class 47 contains 13842 members 
Mstep: Class 48 contains 384 members 
Mstep: Class 49 contains 4144 members 
Mstep: Class 50 contains 302 members 
Mstep: Class 51 contains 418 members 
Mstep: Class 52 contains 38552 members 
Mstep: Class 53 contains 264 members 
Mstep: Class 54 contains 7366 members 
Mstep: Class 55 contains 451 members 
Mstep: Class 56 contains 1816 members 
Mstep: Class 57 contains 2958 members 
Mstep: Class 58 contains 814 members 
Mstep: Class 59 contains 155 members 
Mstep: Class 60 contains 635 members 
Mstep: Class 61 contains 549 members 
Mstep: Class 62 contains 275 members 
Mstep: Class 63 contains 367 members 
Mstep: Class 64 contains 222 members 
Mstep: Class 65 contains 746 members 
Mstep: Class 66 contains 230 members 
Mstep: Class 67 contains 151 members 
Mstep: Class 68 contains 405 members 
Mstep: Class 69 contains 503 members 
Mstep: Class 70 contains 214 members 
Mstep: Class 71 contains 399 members 
Mstep: Class 72 contains 2579 members 
Mstep: Class 73 contains 252 members 
Mstep: Class 74 contains 392 members 
Mstep: Class 75 contains 219 members 
Mstep: Class 76 contains 302 members 
Mstep: Class 77 contains 383 members 
Mstep: Class 78 contains 347 members 
Mstep: Class 79 contains 317 members 
Mstep: Class 80 contains 259 members 
Mstep: Class 81 contains 1485 members 
Entering Unmasked Estep 
Score: -147548064.000000 Penalty: 280990.781250
Splitting cluster 72 changes total score from -147547344.000000 to -147548064.000000
So it's getting split into cluster 81.
Entering ConstructFrom: 
Trying to split cluster 73 (252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Entering Unmasked Estep 
Score: -36281.679688 Penalty: 1371.298340
	Iteration 0F: 2 clusters Score -36281.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -35103.441406 Penalty: 2742.596680
	Iteration 0F: 3 clusters Score -35103.44 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -35298.394531 Penalty: 2742.596680
	Iteration 1F: 3 clusters Score -35298.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -35315.578125 Penalty: 2742.596680
	Iteration 2Q: 3 clusters Score -35315.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -35333.281250 Penalty: 2742.596680
	Iteration 3Q: 3 clusters Score -35333.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -35342.539062 Penalty: 2742.596680
	Iteration 4Q: 3 clusters Score -35342.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -35360.304688 Penalty: 2742.596680
	Iteration 5Q: 3 clusters Score -35360.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -35364.097656 Penalty: 2742.596680
	Iteration 6Q: 3 clusters Score -35364.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -35366.378906 Penalty: 2742.596680
	Iteration 7Q: 3 clusters Score -35366.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -35366.378906 Penalty: 2742.596680
	Iteration 8F: 3 clusters Score -35366.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 74 (392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Entering Unmasked Estep 
Score: -59256.921875 Penalty: 1480.872925
	Iteration 0F: 2 clusters Score -59256.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -57890.992188 Penalty: 2961.745850
	Iteration 0F: 3 clusters Score -57890.99 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -58272.496094 Penalty: 2961.745850
	Iteration 1F: 3 clusters Score -58272.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -58600.964844 Penalty: 2961.745850
	Iteration 2F: 3 clusters Score -58600.96 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -58862.558594 Penalty: 2961.745850
	Iteration 3F: 3 clusters Score -58862.56 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -58967.171875 Penalty: 2961.745850
	Iteration 4Q: 3 clusters Score -58967.17 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -59022.257812 Penalty: 2961.745850
	Iteration 5Q: 3 clusters Score -59022.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -59058.820312 Penalty: 2961.745850
	Iteration 6Q: 3 clusters Score -59058.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -59131.292969 Penalty: 2961.745850
	Iteration 7Q: 3 clusters Score -59131.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -59153.371094 Penalty: 2961.745850
	Iteration 8Q: 3 clusters Score -59153.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -59153.371094 Penalty: 2961.745850
	Iteration 9F: 3 clusters Score -59153.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 75 (219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Entering Unmasked Estep 
Score: -28419.470703 Penalty: 1336.489868
	Iteration 0F: 2 clusters Score -28419.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -27348.287109 Penalty: 2672.979736
	Iteration 0F: 3 clusters Score -27348.29 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -27492.527344 Penalty: 2672.979736
	Iteration 1F: 3 clusters Score -27492.53 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -27609.285156 Penalty: 2672.979736
	Iteration 2Q: 3 clusters Score -27609.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -27687.804688 Penalty: 2672.979736
	Iteration 3Q: 3 clusters Score -27687.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -27737.408203 Penalty: 2672.979736
	Iteration 4Q: 3 clusters Score -27737.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -27739.222656 Penalty: 2672.979736
	Iteration 5Q: 3 clusters Score -27739.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -27739.222656 Penalty: 2672.979736
	Iteration 6F: 3 clusters Score -27739.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 76 (302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Entering Unmasked Estep 
Score: -43659.148438 Penalty: 1416.185791
	Iteration 0F: 2 clusters Score -43659.15 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 150 members 
Entering Unmasked Estep 
Score: -42443.960938 Penalty: 2832.371582
	Iteration 0F: 3 clusters Score -42443.96 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -42645.308594 Penalty: 2832.371582
	Iteration 1F: 3 clusters Score -42645.31 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -42769.531250 Penalty: 2832.371582
	Iteration 2Q: 3 clusters Score -42769.53 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -42965.437500 Penalty: 2832.371582
	Iteration 3Q: 3 clusters Score -42965.44 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -43025.015625 Penalty: 2832.371582
	Iteration 4Q: 3 clusters Score -43025.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -43043.578125 Penalty: 2832.371582
	Iteration 5Q: 3 clusters Score -43043.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -43079.445312 Penalty: 2832.371582
	Iteration 6Q: 3 clusters Score -43079.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -43121.027344 Penalty: 2832.371582
	Iteration 7Q: 3 clusters Score -43121.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -43142.367188 Penalty: 2832.371582
	Iteration 8Q: 3 clusters Score -43142.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -43142.367188 Penalty: 2832.371582
	Iteration 9F: 3 clusters Score -43142.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 77 (383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Entering Unmasked Estep 
Score: -57684.679688 Penalty: 1475.112793
	Iteration 0F: 2 clusters Score -57684.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -56384.250000 Penalty: 2950.225586
	Iteration 0F: 3 clusters Score -56384.25 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -56600.695312 Penalty: 2950.225586
	Iteration 1F: 3 clusters Score -56600.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -56752.886719 Penalty: 2950.225586
	Iteration 2F: 3 clusters Score -56752.89 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -56814.718750 Penalty: 2950.225586
	Iteration 3Q: 3 clusters Score -56814.72 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -56848.324219 Penalty: 2950.225586
	Iteration 4Q: 3 clusters Score -56848.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -56857.582031 Penalty: 2950.225586
	Iteration 5Q: 3 clusters Score -56857.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -56862.386719 Penalty: 2950.225586
	Iteration 6Q: 3 clusters Score -56862.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -56876.433594 Penalty: 2950.225586
	Iteration 7Q: 3 clusters Score -56876.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -56889.808594 Penalty: 2950.225586
	Iteration 8Q: 3 clusters Score -56889.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -56901.472656 Penalty: 2950.225586
	Iteration 9Q: 3 clusters Score -56901.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -56903.949219 Penalty: 2950.225586
	Iteration 10Q: 3 clusters Score -56903.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -56903.949219 Penalty: 2950.225586
	Iteration 11F: 3 clusters Score -56903.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 78 (347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Entering Unmasked Estep 
Score: -51344.453125 Penalty: 1450.632568
	Iteration 0F: 2 clusters Score -51344.45 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 174 members 
Entering Unmasked Estep 
Score: -50038.808594 Penalty: 2901.265137
	Iteration 0F: 3 clusters Score -50038.81 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -50288.687500 Penalty: 2901.265137
	Iteration 1F: 3 clusters Score -50288.69 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -50615.453125 Penalty: 2901.265137
	Iteration 2F: 3 clusters Score -50615.45 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -50870.218750 Penalty: 2901.265137
	Iteration 3Q: 3 clusters Score -50870.22 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -50953.808594 Penalty: 2901.265137
	Iteration 4Q: 3 clusters Score -50953.81 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -51036.738281 Penalty: 2901.265137
	Iteration 5Q: 3 clusters Score -51036.74 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -51123.875000 Penalty: 2901.265137
	Iteration 6Q: 3 clusters Score -51123.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -51184.593750 Penalty: 2901.265137
	Iteration 7Q: 3 clusters Score -51184.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -51206.371094 Penalty: 2901.265137
	Iteration 8Q: 3 clusters Score -51206.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -51213.375000 Penalty: 2901.265137
	Iteration 9Q: 3 clusters Score -51213.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -51215.707031 Penalty: 2901.265137
	Iteration 10Q: 3 clusters Score -51215.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -51215.707031 Penalty: 2901.265137
	Iteration 11F: 3 clusters Score -51215.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 80 (259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Entering Unmasked Estep 
Score: -36120.320312 Penalty: 1378.093384
	Iteration 0F: 2 clusters Score -36120.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -34977.691406 Penalty: 2756.186768
	Iteration 0F: 3 clusters Score -34977.69 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -35283.835938 Penalty: 2756.186768
	Iteration 1F: 3 clusters Score -35283.84 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -35491.898438 Penalty: 2756.186768
	Iteration 2F: 3 clusters Score -35491.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -35544.742188 Penalty: 2756.186768
	Iteration 3Q: 3 clusters Score -35544.74 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -35643.011719 Penalty: 2756.186768
	Iteration 4Q: 3 clusters Score -35643.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -35683.425781 Penalty: 2756.186768
	Iteration 5Q: 3 clusters Score -35683.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -35711.175781 Penalty: 2756.186768
	Iteration 6Q: 3 clusters Score -35711.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -35713.503906 Penalty: 2756.186768
	Iteration 7Q: 3 clusters Score -35713.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -35713.503906 Penalty: 2756.186768
	Iteration 8F: 3 clusters Score -35713.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 15361 members 
Mstep: Class 3 contains 27041 members 
Mstep: Class 4 contains 35843 members 
Mstep: Class 5 contains 21355 members 
Mstep: Class 6 contains 641 members 
Mstep: Class 7 contains 2492 members 
Mstep: Class 8 contains 48755 members 
Mstep: Class 9 contains 29937 members 
Mstep: Class 10 contains 12093 members 
Mstep: Class 11 contains 4398 members 
Mstep: Class 12 contains 225570 members 
Mstep: Class 13 contains 9174 members 
Mstep: Class 14 contains 5297 members 
Mstep: Class 15 contains 27044 members 
Mstep: Class 16 contains 9442 members 
Mstep: Class 17 contains 9696 members 
Mstep: Class 18 contains 8382 members 
Mstep: Class 19 contains 163102 members 
Mstep: Class 20 contains 41538 members 
Mstep: Class 21 contains 12637 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 10791 members 
Mstep: Class 24 contains 4123 members 
Mstep: Class 25 contains 6805 members 
Mstep: Class 26 contains 60540 members 
Mstep: Class 27 contains 9616 members 
Mstep: Class 28 contains 6868 members 
Mstep: Class 29 contains 5403 members 
Mstep: Class 30 contains 8665 members 
Mstep: Class 31 contains 335 members 
Mstep: Class 32 contains 452 members 
Mstep: Class 33 contains 1802 members 
Mstep: Class 34 contains 8709 members 
Mstep: Class 35 contains 197201 members 
Mstep: Class 36 contains 2892 members 
Mstep: Class 37 contains 4615 members 
Mstep: Class 38 contains 2497 members 
Mstep: Class 39 contains 322 members 
Mstep: Class 40 contains 9958 members 
Mstep: Class 41 contains 27276 members 
Mstep: Class 42 contains 5090 members 
Mstep: Class 43 contains 12490 members 
Mstep: Class 44 contains 1001 members 
Mstep: Class 45 contains 3725 members 
Mstep: Class 46 contains 988 members 
Mstep: Class 47 contains 13842 members 
Mstep: Class 48 contains 384 members 
Mstep: Class 49 contains 4144 members 
Mstep: Class 50 contains 302 members 
Mstep: Class 51 contains 418 members 
Mstep: Class 52 contains 38552 members 
Mstep: Class 53 contains 264 members 
Mstep: Class 54 contains 7366 members 
Mstep: Class 55 contains 451 members 
Mstep: Class 56 contains 1816 members 
Mstep: Class 57 contains 2958 members 
Mstep: Class 58 contains 814 members 
Mstep: Class 59 contains 155 members 
Mstep: Class 60 contains 635 members 
Mstep: Class 61 contains 549 members 
Mstep: Class 62 contains 275 members 
Mstep: Class 63 contains 367 members 
Mstep: Class 64 contains 222 members 
Mstep: Class 65 contains 746 members 
Mstep: Class 66 contains 230 members 
Mstep: Class 67 contains 151 members 
Mstep: Class 68 contains 405 members 
Mstep: Class 69 contains 503 members 
Mstep: Class 70 contains 214 members 
Mstep: Class 71 contains 399 members 
Mstep: Class 72 contains 2579 members 
Mstep: Class 73 contains 252 members 
Mstep: Class 74 contains 392 members 
Mstep: Class 75 contains 219 members 
Mstep: Class 76 contains 302 members 
Mstep: Class 77 contains 383 members 
Mstep: Class 78 contains 347 members 
Mstep: Class 80 contains 259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147548368.000000 Penalty: 280990.781250
Iteration 279Q: 82 clusters Score -1.475484e+08 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 15361 members 
Mstep: Class 3 contains 27041 members 
Mstep: Class 4 contains 35843 members 
Mstep: Class 5 contains 21354 members 
Mstep: Class 6 contains 632 members 
Mstep: Class 7 contains 2492 members 
Mstep: Class 8 contains 48757 members 
Mstep: Class 9 contains 29937 members 
Mstep: Class 10 contains 12092 members 
Mstep: Class 11 contains 4398 members 
Mstep: Class 12 contains 225569 members 
Mstep: Class 13 contains 9175 members 
Mstep: Class 14 contains 5297 members 
Mstep: Class 15 contains 27044 members 
Mstep: Class 16 contains 9442 members 
Mstep: Class 17 contains 9696 members 
Mstep: Class 18 contains 8382 members 
Mstep: Class 19 contains 163102 members 
Mstep: Class 20 contains 41538 members 
Mstep: Class 21 contains 12637 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 10791 members 
Mstep: Class 24 contains 4100 members 
Mstep: Class 25 contains 6805 members 
Mstep: Class 26 contains 60540 members 
Mstep: Class 27 contains 9616 members 
Mstep: Class 28 contains 6868 members 
Mstep: Class 29 contains 5403 members 
Mstep: Class 30 contains 8665 members 
Mstep: Class 31 contains 333 members 
Mstep: Class 32 contains 453 members 
Mstep: Class 33 contains 1802 members 
Mstep: Class 34 contains 8709 members 
Mstep: Class 35 contains 197201 members 
Mstep: Class 36 contains 2892 members 
Mstep: Class 37 contains 4615 members 
Mstep: Class 38 contains 2497 members 
Mstep: Class 39 contains 322 members 
Mstep: Class 40 contains 9958 members 
Mstep: Class 41 contains 27276 members 
Mstep: Class 42 contains 5090 members 
Mstep: Class 43 contains 12490 members 
Mstep: Class 44 contains 999 members 
Mstep: Class 45 contains 3725 members 
Mstep: Class 46 contains 982 members 
Mstep: Class 47 contains 13842 members 
Mstep: Class 48 contains 384 members 
Mstep: Class 49 contains 4144 members 
Mstep: Class 50 contains 303 members 
Mstep: Class 51 contains 418 members 
Mstep: Class 52 contains 38552 members 
Mstep: Class 53 contains 264 members 
Mstep: Class 54 contains 7366 members 
Mstep: Class 55 contains 448 members 
Mstep: Class 56 contains 1816 members 
Mstep: Class 57 contains 2958 members 
Mstep: Class 58 contains 800 members 
Mstep: Class 59 contains 155 members 
Mstep: Class 60 contains 635 members 
Mstep: Class 61 contains 549 members 
Mstep: Class 62 contains 275 members 
Mstep: Class 63 contains 367 members 
Mstep: Class 64 contains 222 members 
Mstep: Class 65 contains 746 members 
Mstep: Class 66 contains 230 members 
Mstep: Class 67 contains 151 members 
Mstep: Class 68 contains 428 members 
Mstep: Class 69 contains 503 members 
Mstep: Class 70 contains 214 members 
Mstep: Class 71 contains 399 members 
Mstep: Class 72 contains 2594 members 
Mstep: Class 73 contains 252 members 
Mstep: Class 74 contains 392 members 
Mstep: Class 75 contains 220 members 
Mstep: Class 76 contains 302 members 
Mstep: Class 77 contains 383 members 
Mstep: Class 78 contains 347 members 
Mstep: Class 79 contains 317 members 
Mstep: Class 80 contains 259 members 
Mstep: Class 81 contains 1503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147548816.000000 Penalty: 280990.781250
Iteration 280F: 82 clusters Score -1.475488e+08 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 15361 members 
Mstep: Class 3 contains 27042 members 
Mstep: Class 4 contains 35842 members 
Mstep: Class 5 contains 21353 members 
Mstep: Class 6 contains 623 members 
Mstep: Class 7 contains 2492 members 
Mstep: Class 8 contains 48761 members 
Mstep: Class 9 contains 29937 members 
Mstep: Class 10 contains 12091 members 
Mstep: Class 11 contains 4398 members 
Mstep: Class 12 contains 225568 members 
Mstep: Class 13 contains 9175 members 
Mstep: Class 14 contains 5297 members 
Mstep: Class 15 contains 27044 members 
Mstep: Class 16 contains 9442 members 
Mstep: Class 17 contains 9696 members 
Mstep: Class 18 contains 8382 members 
Mstep: Class 19 contains 163102 members 
Mstep: Class 20 contains 41538 members 
Mstep: Class 21 contains 12636 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 10791 members 
Mstep: Class 24 contains 4092 members 
Mstep: Class 25 contains 6806 members 
Mstep: Class 26 contains 60540 members 
Mstep: Class 27 contains 9616 members 
Mstep: Class 28 contains 6868 members 
Mstep: Class 29 contains 5403 members 
Mstep: Class 30 contains 8665 members 
Mstep: Class 31 contains 331 members 
Mstep: Class 32 contains 453 members 
Mstep: Class 33 contains 1802 members 
Mstep: Class 34 contains 8709 members 
Mstep: Class 35 contains 197200 members 
Mstep: Class 36 contains 2892 members 
Mstep: Class 37 contains 4615 members 
Mstep: Class 38 contains 2497 members 
Mstep: Class 39 contains 322 members 
Mstep: Class 40 contains 9958 members 
Mstep: Class 41 contains 27276 members 
Mstep: Class 42 contains 5090 members 
Mstep: Class 43 contains 12490 members 
Mstep: Class 44 contains 1011 members 
Mstep: Class 45 contains 3725 members 
Mstep: Class 46 contains 977 members 
Mstep: Class 47 contains 13842 members 
Mstep: Class 48 contains 384 members 
Mstep: Class 49 contains 4144 members 
Mstep: Class 50 contains 303 members 
Mstep: Class 51 contains 418 members 
Mstep: Class 52 contains 38552 members 
Mstep: Class 53 contains 264 members 
Mstep: Class 54 contains 7366 members 
Mstep: Class 55 contains 447 members 
Mstep: Class 56 contains 1805 members 
Mstep: Class 57 contains 2958 members 
Mstep: Class 58 contains 794 members 
Mstep: Class 59 contains 155 members 
Mstep: Class 60 contains 635 members 
Mstep: Class 61 contains 549 members 
Mstep: Class 62 contains 274 members 
Mstep: Class 63 contains 367 members 
Mstep: Class 64 contains 222 members 
Mstep: Class 65 contains 745 members 
Mstep: Class 66 contains 230 members 
Mstep: Class 67 contains 151 members 
Mstep: Class 68 contains 443 members 
Mstep: Class 69 contains 503 members 
Mstep: Class 70 contains 215 members 
Mstep: Class 71 contains 399 members 
Mstep: Class 72 contains 2599 members 
Mstep: Class 73 contains 252 members 
Mstep: Class 74 contains 392 members 
Mstep: Class 75 contains 220 members 
Mstep: Class 76 contains 302 members 
Mstep: Class 77 contains 383 members 
Mstep: Class 78 contains 347 members 
Mstep: Class 79 contains 317 members 
Mstep: Class 80 contains 259 members 
Mstep: Class 81 contains 1514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147548848.000000 Penalty: 280990.781250
Iteration 281Q: 82 clusters Score -1.475488e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 15360 members 
Mstep: Class 3 contains 27042 members 
Mstep: Class 4 contains 35842 members 
Mstep: Class 5 contains 21353 members 
Mstep: Class 6 contains 619 members 
Mstep: Class 7 contains 2492 members 
Mstep: Class 8 contains 48764 members 
Mstep: Class 9 contains 29935 members 
Mstep: Class 10 contains 12091 members 
Mstep: Class 11 contains 4398 members 
Mstep: Class 12 contains 225568 members 
Mstep: Class 13 contains 9175 members 
Mstep: Class 14 contains 5297 members 
Mstep: Class 15 contains 27044 members 
Mstep: Class 16 contains 9442 members 
Mstep: Class 17 contains 9696 members 
Mstep: Class 18 contains 8382 members 
Mstep: Class 19 contains 163102 members 
Mstep: Class 20 contains 41538 members 
Mstep: Class 21 contains 12636 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 10791 members 
Mstep: Class 24 contains 4091 members 
Mstep: Class 25 contains 6806 members 
Mstep: Class 26 contains 60540 members 
Mstep: Class 27 contains 9617 members 
Mstep: Class 28 contains 6868 members 
Mstep: Class 29 contains 5403 members 
Mstep: Class 30 contains 8665 members 
Mstep: Class 31 contains 331 members 
Mstep: Class 32 contains 453 members 
Mstep: Class 33 contains 1802 members 
Mstep: Class 34 contains 8709 members 
Mstep: Class 35 contains 197199 members 
Mstep: Class 36 contains 2892 members 
Mstep: Class 37 contains 4615 members 
Mstep: Class 38 contains 2497 members 
Mstep: Class 39 contains 322 members 
Mstep: Class 40 contains 9958 members 
Mstep: Class 41 contains 27276 members 
Mstep: Class 42 contains 5090 members 
Mstep: Class 43 contains 12490 members 
Mstep: Class 44 contains 1007 members 
Mstep: Class 45 contains 3725 members 
Mstep: Class 46 contains 971 members 
Mstep: Class 47 contains 13842 members 
Mstep: Class 48 contains 384 members 
Mstep: Class 49 contains 4144 members 
Mstep: Class 50 contains 303 members 
Mstep: Class 51 contains 418 members 
Mstep: Class 52 contains 38552 members 
Mstep: Class 53 contains 264 members 
Mstep: Class 54 contains 7366 members 
Mstep: Class 55 contains 445 members 
Mstep: Class 56 contains 1795 members 
Mstep: Class 57 contains 2958 members 
Mstep: Class 58 contains 794 members 
Mstep: Class 59 contains 155 members 
Mstep: Class 60 contains 635 members 
Mstep: Class 61 contains 549 members 
Mstep: Class 62 contains 275 members 
Mstep: Class 63 contains 367 members 
Mstep: Class 64 contains 222 members 
Mstep: Class 65 contains 745 members 
Mstep: Class 66 contains 230 members 
Mstep: Class 67 contains 151 members 
Mstep: Class 68 contains 449 members 
Mstep: Class 69 contains 503 members 
Mstep: Class 70 contains 217 members 
Mstep: Class 71 contains 399 members 
Mstep: Class 72 contains 2611 members 
Mstep: Class 73 contains 252 members 
Mstep: Class 74 contains 393 members 
Mstep: Class 75 contains 220 members 
Mstep: Class 76 contains 302 members 
Mstep: Class 77 contains 383 members 
Mstep: Class 78 contains 347 members 
Mstep: Class 79 contains 317 members 
Mstep: Class 80 contains 259 members 
Mstep: Class 81 contains 1519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147549024.000000 Penalty: 280990.781250
Iteration 282Q: 82 clusters Score -1.47549e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 15360 members 
Mstep: Class 3 contains 27043 members 
Mstep: Class 4 contains 35842 members 
Mstep: Class 5 contains 21352 members 
Mstep: Class 6 contains 616 members 
Mstep: Class 7 contains 2492 members 
Mstep: Class 8 contains 48770 members 
Mstep: Class 9 contains 29935 members 
Mstep: Class 10 contains 12091 members 
Mstep: Class 11 contains 4398 members 
Mstep: Class 12 contains 225565 members 
Mstep: Class 13 contains 9175 members 
Mstep: Class 14 contains 5297 members 
Mstep: Class 15 contains 27044 members 
Mstep: Class 16 contains 9442 members 
Mstep: Class 17 contains 9696 members 
Mstep: Class 18 contains 8382 members 
Mstep: Class 19 contains 163102 members 
Mstep: Class 20 contains 41538 members 
Mstep: Class 21 contains 12633 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 10791 members 
Mstep: Class 24 contains 4091 members 
Mstep: Class 25 contains 6806 members 
Mstep: Class 26 contains 60540 members 
Mstep: Class 27 contains 9617 members 
Mstep: Class 28 contains 6868 members 
Mstep: Class 29 contains 5403 members 
Mstep: Class 30 contains 8665 members 
Mstep: Class 31 contains 331 members 
Mstep: Class 32 contains 453 members 
Mstep: Class 33 contains 1802 members 
Mstep: Class 34 contains 8709 members 
Mstep: Class 35 contains 197199 members 
Mstep: Class 36 contains 2892 members 
Mstep: Class 37 contains 4615 members 
Mstep: Class 38 contains 2497 members 
Mstep: Class 39 contains 322 members 
Mstep: Class 40 contains 9958 members 
Mstep: Class 41 contains 27276 members 
Mstep: Class 42 contains 5090 members 
Mstep: Class 43 contains 12490 members 
Mstep: Class 44 contains 1011 members 
Mstep: Class 45 contains 3725 members 
Mstep: Class 46 contains 971 members 
Mstep: Class 47 contains 13842 members 
Mstep: Class 48 contains 384 members 
Mstep: Class 49 contains 4144 members 
Mstep: Class 50 contains 303 members 
Mstep: Class 51 contains 418 members 
Mstep: Class 52 contains 38552 members 
Mstep: Class 53 contains 264 members 
Mstep: Class 54 contains 7366 members 
Mstep: Class 55 contains 444 members 
Mstep: Class 56 contains 1782 members 
Mstep: Class 57 contains 2958 members 
Mstep: Class 58 contains 794 members 
Mstep: Class 59 contains 155 members 
Mstep: Class 60 contains 635 members 
Mstep: Class 61 contains 549 members 
Mstep: Class 62 contains 276 members 
Mstep: Class 63 contains 367 members 
Mstep: Class 64 contains 222 members 
Mstep: Class 65 contains 745 members 
Mstep: Class 66 contains 230 members 
Mstep: Class 67 contains 151 members 
Mstep: Class 68 contains 447 members 
Mstep: Class 69 contains 503 members 
Mstep: Class 70 contains 218 members 
Mstep: Class 71 contains 399 members 
Mstep: Class 72 contains 2616 members 
Mstep: Class 73 contains 252 members 
Mstep: Class 74 contains 393 members 
Mstep: Class 75 contains 220 members 
Mstep: Class 76 contains 302 members 
Mstep: Class 77 contains 383 members 
Mstep: Class 78 contains 347 members 
Mstep: Class 79 contains 317 members 
Mstep: Class 80 contains 259 members 
Mstep: Class 81 contains 1527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147549056.000000 Penalty: 280990.781250
Iteration 283Q: 82 clusters Score -1.475491e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 15360 members 
Mstep: Class 3 contains 27043 members 
Mstep: Class 4 contains 35842 members 
Mstep: Class 5 contains 21352 members 
Mstep: Class 6 contains 614 members 
Mstep: Class 7 contains 2492 members 
Mstep: Class 8 contains 48775 members 
Mstep: Class 9 contains 29935 members 
Mstep: Class 10 contains 12091 members 
Mstep: Class 11 contains 4398 members 
Mstep: Class 12 contains 225564 members 
Mstep: Class 13 contains 9175 members 
Mstep: Class 14 contains 5297 members 
Mstep: Class 15 contains 27044 members 
Mstep: Class 16 contains 9442 members 
Mstep: Class 17 contains 9696 members 
Mstep: Class 18 contains 8382 members 
Mstep: Class 19 contains 163100 members 
Mstep: Class 20 contains 41538 members 
Mstep: Class 21 contains 12631 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 10791 members 
Mstep: Class 24 contains 4091 members 
Mstep: Class 25 contains 6806 members 
Mstep: Class 26 contains 60541 members 
Mstep: Class 27 contains 9617 members 
Mstep: Class 28 contains 6868 members 
Mstep: Class 29 contains 5403 members 
Mstep: Class 30 contains 8665 members 
Mstep: Class 31 contains 331 members 
Mstep: Class 32 contains 453 members 
Mstep: Class 33 contains 1802 members 
Mstep: Class 34 contains 8709 members 
Mstep: Class 35 contains 197198 members 
Mstep: Class 36 contains 2892 members 
Mstep: Class 37 contains 4615 members 
Mstep: Class 38 contains 2497 members 
Mstep: Class 39 contains 322 members 
Mstep: Class 40 contains 9958 members 
Mstep: Class 41 contains 27276 members 
Mstep: Class 42 contains 5090 members 
Mstep: Class 43 contains 12490 members 
Mstep: Class 44 contains 1021 members 
Mstep: Class 45 contains 3725 members 
Mstep: Class 46 contains 971 members 
Mstep: Class 47 contains 13842 members 
Mstep: Class 48 contains 384 members 
Mstep: Class 49 contains 4144 members 
Mstep: Class 50 contains 303 members 
Mstep: Class 51 contains 418 members 
Mstep: Class 52 contains 38552 members 
Mstep: Class 53 contains 264 members 
Mstep: Class 54 contains 7366 members 
Mstep: Class 55 contains 443 members 
Mstep: Class 56 contains 1773 members 
Mstep: Class 57 contains 2958 members 
Mstep: Class 58 contains 794 members 
Mstep: Class 59 contains 155 members 
Mstep: Class 60 contains 635 members 
Mstep: Class 61 contains 549 members 
Mstep: Class 62 contains 277 members 
Mstep: Class 63 contains 367 members 
Mstep: Class 64 contains 222 members 
Mstep: Class 65 contains 746 members 
Mstep: Class 66 contains 230 members 
Mstep: Class 67 contains 151 members 
Mstep: Class 68 contains 448 members 
Mstep: Class 69 contains 503 members 
Mstep: Class 70 contains 217 members 
Mstep: Class 71 contains 400 members 
Mstep: Class 72 contains 2614 members 
Mstep: Class 73 contains 252 members 
Mstep: Class 74 contains 393 members 
Mstep: Class 75 contains 220 members 
Mstep: Class 76 contains 302 members 
Mstep: Class 77 contains 383 members 
Mstep: Class 78 contains 347 members 
Mstep: Class 79 contains 317 members 
Mstep: Class 80 contains 259 members 
Mstep: Class 81 contains 1528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147548992.000000 Penalty: 280990.781250
Iteration 284Q: 82 clusters Score -1.47549e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 15360 members 
Mstep: Class 3 contains 27043 members 
Mstep: Class 4 contains 35842 members 
Mstep: Class 5 contains 21352 members 
Mstep: Class 6 contains 612 members 
Mstep: Class 7 contains 2492 members 
Mstep: Class 8 contains 48782 members 
Mstep: Class 9 contains 29935 members 
Mstep: Class 10 contains 12091 members 
Mstep: Class 11 contains 4398 members 
Mstep: Class 12 contains 225562 members 
Mstep: Class 13 contains 9175 members 
Mstep: Class 14 contains 5297 members 
Mstep: Class 15 contains 27044 members 
Mstep: Class 16 contains 9442 members 
Mstep: Class 17 contains 9695 members 
Mstep: Class 18 contains 8382 members 
Mstep: Class 19 contains 163100 members 
Mstep: Class 20 contains 41538 members 
Mstep: Class 21 contains 12628 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 10791 members 
Mstep: Class 24 contains 4091 members 
Mstep: Class 25 contains 6806 members 
Mstep: Class 26 contains 60540 members 
Mstep: Class 27 contains 9617 members 
Mstep: Class 28 contains 6868 members 
Mstep: Class 29 contains 5403 members 
Mstep: Class 30 contains 8665 members 
Mstep: Class 31 contains 331 members 
Mstep: Class 32 contains 453 members 
Mstep: Class 33 contains 1802 members 
Mstep: Class 34 contains 8709 members 
Mstep: Class 35 contains 197197 members 
Mstep: Class 36 contains 2892 members 
Mstep: Class 37 contains 4616 members 
Mstep: Class 38 contains 2497 members 
Mstep: Class 39 contains 322 members 
Mstep: Class 40 contains 9958 members 
Mstep: Class 41 contains 27276 members 
Mstep: Class 42 contains 5090 members 
Mstep: Class 43 contains 12490 members 
Mstep: Class 44 contains 1027 members 
Mstep: Class 45 contains 3725 members 
Mstep: Class 46 contains 971 members 
Mstep: Class 47 contains 13842 members 
Mstep: Class 48 contains 384 members 
Mstep: Class 49 contains 4144 members 
Mstep: Class 50 contains 303 members 
Mstep: Class 51 contains 418 members 
Mstep: Class 52 contains 38552 members 
Mstep: Class 53 contains 264 members 
Mstep: Class 54 contains 7366 members 
Mstep: Class 55 contains 443 members 
Mstep: Class 56 contains 1772 members 
Mstep: Class 57 contains 2958 members 
Mstep: Class 58 contains 795 members 
Mstep: Class 59 contains 155 members 
Mstep: Class 60 contains 635 members 
Mstep: Class 61 contains 549 members 
Mstep: Class 62 contains 277 members 
Mstep: Class 63 contains 367 members 
Mstep: Class 64 contains 222 members 
Mstep: Class 65 contains 746 members 
Mstep: Class 66 contains 230 members 
Mstep: Class 67 contains 151 members 
Mstep: Class 68 contains 448 members 
Mstep: Class 69 contains 503 members 
Mstep: Class 70 contains 217 members 
Mstep: Class 71 contains 400 members 
Mstep: Class 72 contains 2612 members 
Mstep: Class 73 contains 252 members 
Mstep: Class 74 contains 393 members 
Mstep: Class 75 contains 220 members 
Mstep: Class 76 contains 302 members 
Mstep: Class 77 contains 383 members 
Mstep: Class 78 contains 347 members 
Mstep: Class 79 contains 317 members 
Mstep: Class 80 contains 259 members 
Mstep: Class 81 contains 1526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147549136.000000 Penalty: 280990.781250
Iteration 285Q: 82 clusters Score -1.475491e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 15360 members 
Mstep: Class 3 contains 27043 members 
Mstep: Class 4 contains 35842 members 
Mstep: Class 5 contains 21352 members 
Mstep: Class 6 contains 608 members 
Mstep: Class 7 contains 2492 members 
Mstep: Class 8 contains 48786 members 
Mstep: Class 9 contains 29935 members 
Mstep: Class 10 contains 12091 members 
Mstep: Class 11 contains 4398 members 
Mstep: Class 12 contains 225560 members 
Mstep: Class 13 contains 9175 members 
Mstep: Class 14 contains 5297 members 
Mstep: Class 15 contains 27044 members 
Mstep: Class 16 contains 9442 members 
Mstep: Class 17 contains 9694 members 
Mstep: Class 18 contains 8382 members 
Mstep: Class 19 contains 163100 members 
Mstep: Class 20 contains 41538 members 
Mstep: Class 21 contains 12626 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 10791 members 
Mstep: Class 24 contains 4091 members 
Mstep: Class 25 contains 6806 members 
Mstep: Class 26 contains 60540 members 
Mstep: Class 27 contains 9617 members 
Mstep: Class 28 contains 6868 members 
Mstep: Class 29 contains 5403 members 
Mstep: Class 30 contains 8665 members 
Mstep: Class 31 contains 331 members 
Mstep: Class 32 contains 453 members 
Mstep: Class 33 contains 1802 members 
Mstep: Class 34 contains 8709 members 
Mstep: Class 35 contains 197197 members 
Mstep: Class 36 contains 2892 members 
Mstep: Class 37 contains 4616 members 
Mstep: Class 38 contains 2497 members 
Mstep: Class 39 contains 322 members 
Mstep: Class 40 contains 9958 members 
Mstep: Class 41 contains 27276 members 
Mstep: Class 42 contains 5090 members 
Mstep: Class 43 contains 12490 members 
Mstep: Class 44 contains 1034 members 
Mstep: Class 45 contains 3725 members 
Mstep: Class 46 contains 971 members 
Mstep: Class 47 contains 13842 members 
Mstep: Class 48 contains 384 members 
Mstep: Class 49 contains 4144 members 
Mstep: Class 50 contains 303 members 
Mstep: Class 51 contains 418 members 
Mstep: Class 52 contains 38553 members 
Mstep: Class 53 contains 264 members 
Mstep: Class 54 contains 7366 members 
Mstep: Class 55 contains 443 members 
Mstep: Class 56 contains 1770 members 
Mstep: Class 57 contains 2958 members 
Mstep: Class 58 contains 796 members 
Mstep: Class 59 contains 155 members 
Mstep: Class 60 contains 635 members 
Mstep: Class 61 contains 549 members 
Mstep: Class 62 contains 277 members 
Mstep: Class 63 contains 367 members 
Mstep: Class 64 contains 222 members 
Mstep: Class 65 contains 746 members 
Mstep: Class 66 contains 230 members 
Mstep: Class 67 contains 151 members 
Mstep: Class 68 contains 448 members 
Mstep: Class 69 contains 504 members 
Mstep: Class 70 contains 217 members 
Mstep: Class 71 contains 400 members 
Mstep: Class 72 contains 2612 members 
Mstep: Class 73 contains 252 members 
Mstep: Class 74 contains 393 members 
Mstep: Class 75 contains 220 members 
Mstep: Class 76 contains 302 members 
Mstep: Class 77 contains 383 members 
Mstep: Class 78 contains 347 members 
Mstep: Class 79 contains 317 members 
Mstep: Class 80 contains 259 members 
Mstep: Class 81 contains 1523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147549168.000000 Penalty: 280990.781250
Iteration 286Q: 82 clusters Score -1.475492e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 15360 members 
Mstep: Class 3 contains 27043 members 
Mstep: Class 4 contains 35842 members 
Mstep: Class 5 contains 21352 members 
Mstep: Class 6 contains 607 members 
Mstep: Class 7 contains 2492 members 
Mstep: Class 8 contains 48785 members 
Mstep: Class 9 contains 29935 members 
Mstep: Class 10 contains 12091 members 
Mstep: Class 11 contains 4398 members 
Mstep: Class 12 contains 225561 members 
Mstep: Class 13 contains 9175 members 
Mstep: Class 14 contains 5297 members 
Mstep: Class 15 contains 27044 members 
Mstep: Class 16 contains 9443 members 
Mstep: Class 17 contains 9694 members 
Mstep: Class 18 contains 8382 members 
Mstep: Class 19 contains 163100 members 
Mstep: Class 20 contains 41538 members 
Mstep: Class 21 contains 12625 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 10791 members 
Mstep: Class 24 contains 4091 members 
Mstep: Class 25 contains 6806 members 
Mstep: Class 26 contains 60540 members 
Mstep: Class 27 contains 9617 members 
Mstep: Class 28 contains 6868 members 
Mstep: Class 29 contains 5403 members 
Mstep: Class 30 contains 8665 members 
Mstep: Class 31 contains 331 members 
Mstep: Class 32 contains 452 members 
Mstep: Class 33 contains 1802 members 
Mstep: Class 34 contains 8709 members 
Mstep: Class 35 contains 197196 members 
Mstep: Class 36 contains 2892 members 
Mstep: Class 37 contains 4616 members 
Mstep: Class 38 contains 2497 members 
Mstep: Class 39 contains 322 members 
Mstep: Class 40 contains 9958 members 
Mstep: Class 41 contains 27276 members 
Mstep: Class 42 contains 5090 members 
Mstep: Class 43 contains 12490 members 
Mstep: Class 44 contains 1037 members 
Mstep: Class 45 contains 3725 members 
Mstep: Class 46 contains 970 members 
Mstep: Class 47 contains 13842 members 
Mstep: Class 48 contains 384 members 
Mstep: Class 49 contains 4144 members 
Mstep: Class 50 contains 303 members 
Mstep: Class 51 contains 418 members 
Mstep: Class 52 contains 38553 members 
Mstep: Class 53 contains 264 members 
Mstep: Class 54 contains 7367 members 
Mstep: Class 55 contains 443 members 
Mstep: Class 56 contains 1769 members 
Mstep: Class 57 contains 2958 members 
Mstep: Class 58 contains 795 members 
Mstep: Class 59 contains 155 members 
Mstep: Class 60 contains 635 members 
Mstep: Class 61 contains 549 members 
Mstep: Class 62 contains 277 members 
Mstep: Class 63 contains 367 members 
Mstep: Class 64 contains 222 members 
Mstep: Class 65 contains 747 members 
Mstep: Class 66 contains 230 members 
Mstep: Class 67 contains 151 members 
Mstep: Class 68 contains 448 members 
Mstep: Class 69 contains 504 members 
Mstep: Class 70 contains 217 members 
Mstep: Class 71 contains 400 members 
Mstep: Class 72 contains 2611 members 
Mstep: Class 73 contains 252 members 
Mstep: Class 74 contains 393 members 
Mstep: Class 75 contains 220 members 
Mstep: Class 76 contains 302 members 
Mstep: Class 77 contains 383 members 
Mstep: Class 78 contains 347 members 
Mstep: Class 79 contains 317 members 
Mstep: Class 80 contains 259 members 
Mstep: Class 81 contains 1525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147549264.000000 Penalty: 280990.781250
Iteration 287Q: 82 clusters Score -1.475493e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 15360 members 
Mstep: Class 3 contains 27043 members 
Mstep: Class 4 contains 35842 members 
Mstep: Class 5 contains 21352 members 
Mstep: Class 6 contains 603 members 
Mstep: Class 7 contains 2492 members 
Mstep: Class 8 contains 48786 members 
Mstep: Class 9 contains 29935 members 
Mstep: Class 10 contains 12091 members 
Mstep: Class 11 contains 4398 members 
Mstep: Class 12 contains 225563 members 
Mstep: Class 13 contains 9175 members 
Mstep: Class 14 contains 5297 members 
Mstep: Class 15 contains 27044 members 
Mstep: Class 16 contains 9443 members 
Mstep: Class 17 contains 9694 members 
Mstep: Class 18 contains 8382 members 
Mstep: Class 19 contains 163100 members 
Mstep: Class 20 contains 41538 members 
Mstep: Class 21 contains 12625 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 10791 members 
Mstep: Class 24 contains 4091 members 
Mstep: Class 25 contains 6806 members 
Mstep: Class 26 contains 60540 members 
Mstep: Class 27 contains 9617 members 
Mstep: Class 28 contains 6868 members 
Mstep: Class 29 contains 5403 members 
Mstep: Class 30 contains 8665 members 
Mstep: Class 31 contains 331 members 
Mstep: Class 32 contains 452 members 
Mstep: Class 33 contains 1802 members 
Mstep: Class 34 contains 8709 members 
Mstep: Class 35 contains 197193 members 
Mstep: Class 36 contains 2892 members 
Mstep: Class 37 contains 4616 members 
Mstep: Class 38 contains 2497 members 
Mstep: Class 39 contains 322 members 
Mstep: Class 40 contains 9958 members 
Mstep: Class 41 contains 27276 members 
Mstep: Class 42 contains 5090 members 
Mstep: Class 43 contains 12490 members 
Mstep: Class 44 contains 1045 members 
Mstep: Class 45 contains 3725 members 
Mstep: Class 46 contains 970 members 
Mstep: Class 47 contains 13842 members 
Mstep: Class 48 contains 384 members 
Mstep: Class 49 contains 4144 members 
Mstep: Class 50 contains 303 members 
Mstep: Class 51 contains 418 members 
Mstep: Class 52 contains 38553 members 
Mstep: Class 53 contains 264 members 
Mstep: Class 54 contains 7367 members 
Mstep: Class 55 contains 443 members 
Mstep: Class 56 contains 1767 members 
Mstep: Class 57 contains 2958 members 
Mstep: Class 58 contains 794 members 
Mstep: Class 59 contains 155 members 
Mstep: Class 60 contains 635 members 
Mstep: Class 61 contains 549 members 
Mstep: Class 62 contains 277 members 
Mstep: Class 63 contains 367 members 
Mstep: Class 64 contains 222 members 
Mstep: Class 65 contains 746 members 
Mstep: Class 66 contains 230 members 
Mstep: Class 67 contains 151 members 
Mstep: Class 68 contains 448 members 
Mstep: Class 69 contains 504 members 
Mstep: Class 70 contains 217 members 
Mstep: Class 71 contains 400 members 
Mstep: Class 72 contains 2608 members 
Mstep: Class 73 contains 252 members 
Mstep: Class 74 contains 393 members 
Mstep: Class 75 contains 220 members 
Mstep: Class 76 contains 302 members 
Mstep: Class 77 contains 383 members 
Mstep: Class 78 contains 347 members 
Mstep: Class 79 contains 317 members 
Mstep: Class 80 contains 259 members 
Mstep: Class 81 contains 1528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147549264.000000 Penalty: 280990.781250
Iteration 288Q: 82 clusters Score -1.475493e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 15360 members 
Mstep: Class 3 contains 27043 members 
Mstep: Class 4 contains 35842 members 
Mstep: Class 5 contains 21352 members 
Mstep: Class 6 contains 598 members 
Mstep: Class 7 contains 2492 members 
Mstep: Class 8 contains 48786 members 
Mstep: Class 9 contains 29935 members 
Mstep: Class 10 contains 12091 members 
Mstep: Class 11 contains 4398 members 
Mstep: Class 12 contains 225563 members 
Mstep: Class 13 contains 9175 members 
Mstep: Class 14 contains 5297 members 
Mstep: Class 15 contains 27044 members 
Mstep: Class 16 contains 9443 members 
Mstep: Class 17 contains 9694 members 
Mstep: Class 18 contains 8382 members 
Mstep: Class 19 contains 163100 members 
Mstep: Class 20 contains 41538 members 
Mstep: Class 21 contains 12625 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 10791 members 
Mstep: Class 24 contains 4091 members 
Mstep: Class 25 contains 6806 members 
Mstep: Class 26 contains 60540 members 
Mstep: Class 27 contains 9617 members 
Mstep: Class 28 contains 6868 members 
Mstep: Class 29 contains 5403 members 
Mstep: Class 30 contains 8665 members 
Mstep: Class 31 contains 331 members 
Mstep: Class 32 contains 451 members 
Mstep: Class 33 contains 1802 members 
Mstep: Class 34 contains 8709 members 
Mstep: Class 35 contains 197193 members 
Mstep: Class 36 contains 2892 members 
Mstep: Class 37 contains 4616 members 
Mstep: Class 38 contains 2497 members 
Mstep: Class 39 contains 322 members 
Mstep: Class 40 contains 9958 members 
Mstep: Class 41 contains 27276 members 
Mstep: Class 42 contains 5090 members 
Mstep: Class 43 contains 12490 members 
Mstep: Class 44 contains 1051 members 
Mstep: Class 45 contains 3725 members 
Mstep: Class 46 contains 971 members 
Mstep: Class 47 contains 13842 members 
Mstep: Class 48 contains 384 members 
Mstep: Class 49 contains 4144 members 
Mstep: Class 50 contains 303 members 
Mstep: Class 51 contains 418 members 
Mstep: Class 52 contains 38553 members 
Mstep: Class 53 contains 264 members 
Mstep: Class 54 contains 7367 members 
Mstep: Class 55 contains 443 members 
Mstep: Class 56 contains 1765 members 
Mstep: Class 57 contains 2958 members 
Mstep: Class 58 contains 794 members 
Mstep: Class 59 contains 155 members 
Mstep: Class 60 contains 635 members 
Mstep: Class 61 contains 549 members 
Mstep: Class 62 contains 277 members 
Mstep: Class 63 contains 367 members 
Mstep: Class 64 contains 222 members 
Mstep: Class 65 contains 746 members 
Mstep: Class 66 contains 230 members 
Mstep: Class 67 contains 151 members 
Mstep: Class 68 contains 448 members 
Mstep: Class 69 contains 504 members 
Mstep: Class 70 contains 217 members 
Mstep: Class 71 contains 400 members 
Mstep: Class 72 contains 2609 members 
Mstep: Class 73 contains 252 members 
Mstep: Class 74 contains 393 members 
Mstep: Class 75 contains 220 members 
Mstep: Class 76 contains 302 members 
Mstep: Class 77 contains 383 members 
Mstep: Class 78 contains 347 members 
Mstep: Class 79 contains 317 members 
Mstep: Class 80 contains 259 members 
Mstep: Class 81 contains 1528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147549248.000000 Penalty: 280990.781250
Iteration 289Q: 82 clusters Score -1.475492e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 15360 members 
Mstep: Class 3 contains 27043 members 
Mstep: Class 4 contains 35842 members 
Mstep: Class 5 contains 21352 members 
Mstep: Class 6 contains 596 members 
Mstep: Class 7 contains 2492 members 
Mstep: Class 8 contains 48786 members 
Mstep: Class 9 contains 29935 members 
Mstep: Class 10 contains 12091 members 
Mstep: Class 11 contains 4398 members 
Mstep: Class 12 contains 225564 members 
Mstep: Class 13 contains 9175 members 
Mstep: Class 14 contains 5297 members 
Mstep: Class 15 contains 27044 members 
Mstep: Class 16 contains 9443 members 
Mstep: Class 17 contains 9694 members 
Mstep: Class 18 contains 8382 members 
Mstep: Class 19 contains 163100 members 
Mstep: Class 20 contains 41538 members 
Mstep: Class 21 contains 12625 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 10791 members 
Mstep: Class 24 contains 4091 members 
Mstep: Class 25 contains 6806 members 
Mstep: Class 26 contains 60540 members 
Mstep: Class 27 contains 9617 members 
Mstep: Class 28 contains 6868 members 
Mstep: Class 29 contains 5403 members 
Mstep: Class 30 contains 8665 members 
Mstep: Class 31 contains 331 members 
Mstep: Class 32 contains 450 members 
Mstep: Class 33 contains 1802 members 
Mstep: Class 34 contains 8709 members 
Mstep: Class 35 contains 197192 members 
Mstep: Class 36 contains 2892 members 
Mstep: Class 37 contains 4616 members 
Mstep: Class 38 contains 2497 members 
Mstep: Class 39 contains 322 members 
Mstep: Class 40 contains 9958 members 
Mstep: Class 41 contains 27276 members 
Mstep: Class 42 contains 5090 members 
Mstep: Class 43 contains 12490 members 
Mstep: Class 44 contains 1054 members 
Mstep: Class 45 contains 3725 members 
Mstep: Class 46 contains 971 members 
Mstep: Class 47 contains 13842 members 
Mstep: Class 48 contains 384 members 
Mstep: Class 49 contains 4144 members 
Mstep: Class 50 contains 303 members 
Mstep: Class 51 contains 418 members 
Mstep: Class 52 contains 38553 members 
Mstep: Class 53 contains 264 members 
Mstep: Class 54 contains 7367 members 
Mstep: Class 55 contains 443 members 
Mstep: Class 56 contains 1765 members 
Mstep: Class 57 contains 2958 members 
Mstep: Class 58 contains 794 members 
Mstep: Class 59 contains 155 members 
Mstep: Class 60 contains 635 members 
Mstep: Class 61 contains 549 members 
Mstep: Class 62 contains 277 members 
Mstep: Class 63 contains 367 members 
Mstep: Class 64 contains 222 members 
Mstep: Class 65 contains 747 members 
Mstep: Class 66 contains 230 members 
Mstep: Class 67 contains 151 members 
Mstep: Class 68 contains 448 members 
Mstep: Class 69 contains 504 members 
Mstep: Class 70 contains 217 members 
Mstep: Class 71 contains 400 members 
Mstep: Class 72 contains 2607 members 
Mstep: Class 73 contains 252 members 
Mstep: Class 74 contains 393 members 
Mstep: Class 75 contains 220 members 
Mstep: Class 76 contains 302 members 
Mstep: Class 77 contains 383 members 
Mstep: Class 78 contains 347 members 
Mstep: Class 79 contains 317 members 
Mstep: Class 80 contains 259 members 
Mstep: Class 81 contains 1529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147549184.000000 Penalty: 280990.781250
Iteration 290Q: 82 clusters Score -1.475492e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 15360 members 
Mstep: Class 3 contains 27043 members 
Mstep: Class 4 contains 35842 members 
Mstep: Class 5 contains 21352 members 
Mstep: Class 6 contains 591 members 
Mstep: Class 7 contains 2492 members 
Mstep: Class 8 contains 48786 members 
Mstep: Class 9 contains 29935 members 
Mstep: Class 10 contains 12091 members 
Mstep: Class 11 contains 4398 members 
Mstep: Class 12 contains 225564 members 
Mstep: Class 13 contains 9175 members 
Mstep: Class 14 contains 5297 members 
Mstep: Class 15 contains 27044 members 
Mstep: Class 16 contains 9443 members 
Mstep: Class 17 contains 9694 members 
Mstep: Class 18 contains 8382 members 
Mstep: Class 19 contains 163100 members 
Mstep: Class 20 contains 41538 members 
Mstep: Class 21 contains 12625 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 10791 members 
Mstep: Class 24 contains 4091 members 
Mstep: Class 25 contains 6806 members 
Mstep: Class 26 contains 60540 members 
Mstep: Class 27 contains 9617 members 
Mstep: Class 28 contains 6868 members 
Mstep: Class 29 contains 5403 members 
Mstep: Class 30 contains 8665 members 
Mstep: Class 31 contains 331 members 
Mstep: Class 32 contains 450 members 
Mstep: Class 33 contains 1802 members 
Mstep: Class 34 contains 8709 members 
Mstep: Class 35 contains 197192 members 
Mstep: Class 36 contains 2892 members 
Mstep: Class 37 contains 4616 members 
Mstep: Class 38 contains 2497 members 
Mstep: Class 39 contains 322 members 
Mstep: Class 40 contains 9958 members 
Mstep: Class 41 contains 27276 members 
Mstep: Class 42 contains 5090 members 
Mstep: Class 43 contains 12490 members 
Mstep: Class 44 contains 1052 members 
Mstep: Class 45 contains 3725 members 
Mstep: Class 46 contains 970 members 
Mstep: Class 47 contains 13842 members 
Mstep: Class 48 contains 384 members 
Mstep: Class 49 contains 4144 members 
Mstep: Class 50 contains 303 members 
Mstep: Class 51 contains 418 members 
Mstep: Class 52 contains 38553 members 
Mstep: Class 53 contains 264 members 
Mstep: Class 54 contains 7367 members 
Mstep: Class 55 contains 444 members 
Mstep: Class 56 contains 1765 members 
Mstep: Class 57 contains 2958 members 
Mstep: Class 58 contains 794 members 
Mstep: Class 59 contains 155 members 
Mstep: Class 60 contains 635 members 
Mstep: Class 61 contains 549 members 
Mstep: Class 62 contains 277 members 
Mstep: Class 63 contains 367 members 
Mstep: Class 64 contains 222 members 
Mstep: Class 65 contains 747 members 
Mstep: Class 66 contains 230 members 
Mstep: Class 67 contains 151 members 
Mstep: Class 68 contains 448 members 
Mstep: Class 69 contains 504 members 
Mstep: Class 70 contains 217 members 
Mstep: Class 71 contains 400 members 
Mstep: Class 72 contains 2612 members 
Mstep: Class 73 contains 252 members 
Mstep: Class 74 contains 393 members 
Mstep: Class 75 contains 220 members 
Mstep: Class 76 contains 302 members 
Mstep: Class 77 contains 383 members 
Mstep: Class 78 contains 347 members 
Mstep: Class 79 contains 317 members 
Mstep: Class 80 contains 259 members 
Mstep: Class 81 contains 1531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147549216.000000 Penalty: 280990.781250
Iteration 291Q: 82 clusters Score -1.475492e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 15360 members 
Mstep: Class 3 contains 27043 members 
Mstep: Class 4 contains 35842 members 
Mstep: Class 5 contains 21352 members 
Mstep: Class 6 contains 588 members 
Mstep: Class 7 contains 2492 members 
Mstep: Class 8 contains 48786 members 
Mstep: Class 9 contains 29935 members 
Mstep: Class 10 contains 12091 members 
Mstep: Class 11 contains 4398 members 
Mstep: Class 12 contains 225564 members 
Mstep: Class 13 contains 9175 members 
Mstep: Class 14 contains 5297 members 
Mstep: Class 15 contains 27044 members 
Mstep: Class 16 contains 9443 members 
Mstep: Class 17 contains 9694 members 
Mstep: Class 18 contains 8382 members 
Mstep: Class 19 contains 163100 members 
Mstep: Class 20 contains 41538 members 
Mstep: Class 21 contains 12625 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 10791 members 
Mstep: Class 24 contains 4091 members 
Mstep: Class 25 contains 6806 members 
Mstep: Class 26 contains 60540 members 
Mstep: Class 27 contains 9617 members 
Mstep: Class 28 contains 6868 members 
Mstep: Class 29 contains 5403 members 
Mstep: Class 30 contains 8665 members 
Mstep: Class 31 contains 331 members 
Mstep: Class 32 contains 450 members 
Mstep: Class 33 contains 1802 members 
Mstep: Class 34 contains 8709 members 
Mstep: Class 35 contains 197192 members 
Mstep: Class 36 contains 2892 members 
Mstep: Class 37 contains 4616 members 
Mstep: Class 38 contains 2497 members 
Mstep: Class 39 contains 322 members 
Mstep: Class 40 contains 9958 members 
Mstep: Class 41 contains 27276 members 
Mstep: Class 42 contains 5090 members 
Mstep: Class 43 contains 12490 members 
Mstep: Class 44 contains 1053 members 
Mstep: Class 45 contains 3725 members 
Mstep: Class 46 contains 970 members 
Mstep: Class 47 contains 13842 members 
Mstep: Class 48 contains 384 members 
Mstep: Class 49 contains 4144 members 
Mstep: Class 50 contains 303 members 
Mstep: Class 51 contains 418 members 
Mstep: Class 52 contains 38553 members 
Mstep: Class 53 contains 264 members 
Mstep: Class 54 contains 7367 members 
Mstep: Class 55 contains 444 members 
Mstep: Class 56 contains 1765 members 
Mstep: Class 57 contains 2958 members 
Mstep: Class 58 contains 794 members 
Mstep: Class 59 contains 155 members 
Mstep: Class 60 contains 635 members 
Mstep: Class 61 contains 549 members 
Mstep: Class 62 contains 277 members 
Mstep: Class 63 contains 367 members 
Mstep: Class 64 contains 222 members 
Mstep: Class 65 contains 747 members 
Mstep: Class 66 contains 230 members 
Mstep: Class 67 contains 151 members 
Mstep: Class 68 contains 448 members 
Mstep: Class 69 contains 504 members 
Mstep: Class 70 contains 217 members 
Mstep: Class 71 contains 400 members 
Mstep: Class 72 contains 2611 members 
Mstep: Class 73 contains 252 members 
Mstep: Class 74 contains 393 members 
Mstep: Class 75 contains 220 members 
Mstep: Class 76 contains 302 members 
Mstep: Class 77 contains 383 members 
Mstep: Class 78 contains 347 members 
Mstep: Class 79 contains 317 members 
Mstep: Class 80 contains 259 members 
Mstep: Class 81 contains 1534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147549312.000000 Penalty: 280990.781250
Iteration 292Q: 82 clusters Score -1.475493e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 15360 members 
Mstep: Class 3 contains 27043 members 
Mstep: Class 4 contains 35842 members 
Mstep: Class 5 contains 21352 members 
Mstep: Class 6 contains 585 members 
Mstep: Class 7 contains 2492 members 
Mstep: Class 8 contains 48786 members 
Mstep: Class 9 contains 29935 members 
Mstep: Class 10 contains 12091 members 
Mstep: Class 11 contains 4398 members 
Mstep: Class 12 contains 225564 members 
Mstep: Class 13 contains 9175 members 
Mstep: Class 14 contains 5297 members 
Mstep: Class 15 contains 27044 members 
Mstep: Class 16 contains 9443 members 
Mstep: Class 17 contains 9694 members 
Mstep: Class 18 contains 8382 members 
Mstep: Class 19 contains 163100 members 
Mstep: Class 20 contains 41538 members 
Mstep: Class 21 contains 12625 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 10791 members 
Mstep: Class 24 contains 4091 members 
Mstep: Class 25 contains 6806 members 
Mstep: Class 26 contains 60540 members 
Mstep: Class 27 contains 9617 members 
Mstep: Class 28 contains 6868 members 
Mstep: Class 29 contains 5403 members 
Mstep: Class 30 contains 8665 members 
Mstep: Class 31 contains 331 members 
Mstep: Class 32 contains 450 members 
Mstep: Class 33 contains 1802 members 
Mstep: Class 34 contains 8709 members 
Mstep: Class 35 contains 197192 members 
Mstep: Class 36 contains 2892 members 
Mstep: Class 37 contains 4616 members 
Mstep: Class 38 contains 2497 members 
Mstep: Class 39 contains 322 members 
Mstep: Class 40 contains 9958 members 
Mstep: Class 41 contains 27276 members 
Mstep: Class 42 contains 5090 members 
Mstep: Class 43 contains 12490 members 
Mstep: Class 44 contains 1053 members 
Mstep: Class 45 contains 3725 members 
Mstep: Class 46 contains 970 members 
Mstep: Class 47 contains 13842 members 
Mstep: Class 48 contains 384 members 
Mstep: Class 49 contains 4144 members 
Mstep: Class 50 contains 303 members 
Mstep: Class 51 contains 418 members 
Mstep: Class 52 contains 38553 members 
Mstep: Class 53 contains 264 members 
Mstep: Class 54 contains 7367 members 
Mstep: Class 55 contains 444 members 
Mstep: Class 56 contains 1765 members 
Mstep: Class 57 contains 2958 members 
Mstep: Class 58 contains 792 members 
Mstep: Class 59 contains 155 members 
Mstep: Class 60 contains 635 members 
Mstep: Class 61 contains 549 members 
Mstep: Class 62 contains 277 members 
Mstep: Class 63 contains 367 members 
Mstep: Class 64 contains 222 members 
Mstep: Class 65 contains 747 members 
Mstep: Class 66 contains 230 members 
Mstep: Class 67 contains 151 members 
Mstep: Class 68 contains 448 members 
Mstep: Class 69 contains 504 members 
Mstep: Class 70 contains 217 members 
Mstep: Class 71 contains 400 members 
Mstep: Class 72 contains 2609 members 
Mstep: Class 73 contains 252 members 
Mstep: Class 74 contains 393 members 
Mstep: Class 75 contains 220 members 
Mstep: Class 76 contains 302 members 
Mstep: Class 77 contains 383 members 
Mstep: Class 78 contains 347 members 
Mstep: Class 79 contains 317 members 
Mstep: Class 80 contains 259 members 
Mstep: Class 81 contains 1541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147549296.000000 Penalty: 280990.781250
Iteration 293Q: 82 clusters Score -1.475493e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 15360 members 
Mstep: Class 3 contains 27043 members 
Mstep: Class 4 contains 35842 members 
Mstep: Class 5 contains 21352 members 
Mstep: Class 6 contains 585 members 
Mstep: Class 7 contains 2492 members 
Mstep: Class 8 contains 48786 members 
Mstep: Class 9 contains 29935 members 
Mstep: Class 10 contains 12091 members 
Mstep: Class 11 contains 4398 members 
Mstep: Class 12 contains 225564 members 
Mstep: Class 13 contains 9175 members 
Mstep: Class 14 contains 5297 members 
Mstep: Class 15 contains 27044 members 
Mstep: Class 16 contains 9443 members 
Mstep: Class 17 contains 9694 members 
Mstep: Class 18 contains 8382 members 
Mstep: Class 19 contains 163100 members 
Mstep: Class 20 contains 41538 members 
Mstep: Class 21 contains 12625 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 10791 members 
Mstep: Class 24 contains 4091 members 
Mstep: Class 25 contains 6806 members 
Mstep: Class 26 contains 60540 members 
Mstep: Class 27 contains 9617 members 
Mstep: Class 28 contains 6868 members 
Mstep: Class 29 contains 5403 members 
Mstep: Class 30 contains 8665 members 
Mstep: Class 31 contains 331 members 
Mstep: Class 32 contains 450 members 
Mstep: Class 33 contains 1802 members 
Mstep: Class 34 contains 8709 members 
Mstep: Class 35 contains 197192 members 
Mstep: Class 36 contains 2892 members 
Mstep: Class 37 contains 4616 members 
Mstep: Class 38 contains 2497 members 
Mstep: Class 39 contains 322 members 
Mstep: Class 40 contains 9958 members 
Mstep: Class 41 contains 27276 members 
Mstep: Class 42 contains 5090 members 
Mstep: Class 43 contains 12490 members 
Mstep: Class 44 contains 1053 members 
Mstep: Class 45 contains 3725 members 
Mstep: Class 46 contains 970 members 
Mstep: Class 47 contains 13842 members 
Mstep: Class 48 contains 384 members 
Mstep: Class 49 contains 4144 members 
Mstep: Class 50 contains 303 members 
Mstep: Class 51 contains 418 members 
Mstep: Class 52 contains 38553 members 
Mstep: Class 53 contains 264 members 
Mstep: Class 54 contains 7367 members 
Mstep: Class 55 contains 444 members 
Mstep: Class 56 contains 1765 members 
Mstep: Class 57 contains 2958 members 
Mstep: Class 58 contains 792 members 
Mstep: Class 59 contains 155 members 
Mstep: Class 60 contains 635 members 
Mstep: Class 61 contains 549 members 
Mstep: Class 62 contains 277 members 
Mstep: Class 63 contains 367 members 
Mstep: Class 64 contains 222 members 
Mstep: Class 65 contains 747 members 
Mstep: Class 66 contains 230 members 
Mstep: Class 67 contains 151 members 
Mstep: Class 68 contains 448 members 
Mstep: Class 69 contains 504 members 
Mstep: Class 70 contains 217 members 
Mstep: Class 71 contains 400 members 
Mstep: Class 72 contains 2597 members 
Mstep: Class 73 contains 252 members 
Mstep: Class 74 contains 393 members 
Mstep: Class 75 contains 220 members 
Mstep: Class 76 contains 302 members 
Mstep: Class 77 contains 383 members 
Mstep: Class 78 contains 347 members 
Mstep: Class 79 contains 317 members 
Mstep: Class 80 contains 259 members 
Mstep: Class 81 contains 1553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147549312.000000 Penalty: 280990.781250
Iteration 294Q: 82 clusters Score -1.475493e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 15360 members 
Mstep: Class 3 contains 27043 members 
Mstep: Class 4 contains 35842 members 
Mstep: Class 5 contains 21352 members 
Mstep: Class 6 contains 585 members 
Mstep: Class 7 contains 2492 members 
Mstep: Class 8 contains 48786 members 
Mstep: Class 9 contains 29935 members 
Mstep: Class 10 contains 12091 members 
Mstep: Class 11 contains 4398 members 
Mstep: Class 12 contains 225564 members 
Mstep: Class 13 contains 9175 members 
Mstep: Class 14 contains 5297 members 
Mstep: Class 15 contains 27044 members 
Mstep: Class 16 contains 9443 members 
Mstep: Class 17 contains 9694 members 
Mstep: Class 18 contains 8382 members 
Mstep: Class 19 contains 163100 members 
Mstep: Class 20 contains 41538 members 
Mstep: Class 21 contains 12625 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 10791 members 
Mstep: Class 24 contains 4091 members 
Mstep: Class 25 contains 6806 members 
Mstep: Class 26 contains 60540 members 
Mstep: Class 27 contains 9617 members 
Mstep: Class 28 contains 6868 members 
Mstep: Class 29 contains 5403 members 
Mstep: Class 30 contains 8665 members 
Mstep: Class 31 contains 331 members 
Mstep: Class 32 contains 450 members 
Mstep: Class 33 contains 1802 members 
Mstep: Class 34 contains 8709 members 
Mstep: Class 35 contains 197192 members 
Mstep: Class 36 contains 2892 members 
Mstep: Class 37 contains 4616 members 
Mstep: Class 38 contains 2497 members 
Mstep: Class 39 contains 322 members 
Mstep: Class 40 contains 9958 members 
Mstep: Class 41 contains 27276 members 
Mstep: Class 42 contains 5090 members 
Mstep: Class 43 contains 12490 members 
Mstep: Class 44 contains 1053 members 
Mstep: Class 45 contains 3725 members 
Mstep: Class 46 contains 970 members 
Mstep: Class 47 contains 13842 members 
Mstep: Class 48 contains 384 members 
Mstep: Class 49 contains 4144 members 
Mstep: Class 50 contains 303 members 
Mstep: Class 51 contains 418 members 
Mstep: Class 52 contains 38553 members 
Mstep: Class 53 contains 264 members 
Mstep: Class 54 contains 7367 members 
Mstep: Class 55 contains 444 members 
Mstep: Class 56 contains 1765 members 
Mstep: Class 57 contains 2958 members 
Mstep: Class 58 contains 791 members 
Mstep: Class 59 contains 155 members 
Mstep: Class 60 contains 635 members 
Mstep: Class 61 contains 549 members 
Mstep: Class 62 contains 277 members 
Mstep: Class 63 contains 366 members 
Mstep: Class 64 contains 222 members 
Mstep: Class 65 contains 747 members 
Mstep: Class 66 contains 230 members 
Mstep: Class 67 contains 151 members 
Mstep: Class 68 contains 448 members 
Mstep: Class 69 contains 504 members 
Mstep: Class 70 contains 217 members 
Mstep: Class 71 contains 400 members 
Mstep: Class 72 contains 2588 members 
Mstep: Class 73 contains 252 members 
Mstep: Class 74 contains 393 members 
Mstep: Class 75 contains 220 members 
Mstep: Class 76 contains 302 members 
Mstep: Class 77 contains 383 members 
Mstep: Class 78 contains 347 members 
Mstep: Class 79 contains 317 members 
Mstep: Class 80 contains 259 members 
Mstep: Class 81 contains 1564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147549248.000000 Penalty: 280990.781250
Iteration 295Q: 82 clusters Score -1.475492e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 15360 members 
Mstep: Class 3 contains 27043 members 
Mstep: Class 4 contains 35842 members 
Mstep: Class 5 contains 21352 members 
Mstep: Class 6 contains 585 members 
Mstep: Class 7 contains 2492 members 
Mstep: Class 8 contains 48786 members 
Mstep: Class 9 contains 29935 members 
Mstep: Class 10 contains 12091 members 
Mstep: Class 11 contains 4398 members 
Mstep: Class 12 contains 225564 members 
Mstep: Class 13 contains 9175 members 
Mstep: Class 14 contains 5297 members 
Mstep: Class 15 contains 27044 members 
Mstep: Class 16 contains 9443 members 
Mstep: Class 17 contains 9694 members 
Mstep: Class 18 contains 8382 members 
Mstep: Class 19 contains 163100 members 
Mstep: Class 20 contains 41538 members 
Mstep: Class 21 contains 12625 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 10791 members 
Mstep: Class 24 contains 4091 members 
Mstep: Class 25 contains 6806 members 
Mstep: Class 26 contains 60540 members 
Mstep: Class 27 contains 9617 members 
Mstep: Class 28 contains 6868 members 
Mstep: Class 29 contains 5403 members 
Mstep: Class 30 contains 8665 members 
Mstep: Class 31 contains 331 members 
Mstep: Class 32 contains 450 members 
Mstep: Class 33 contains 1802 members 
Mstep: Class 34 contains 8709 members 
Mstep: Class 35 contains 197192 members 
Mstep: Class 36 contains 2892 members 
Mstep: Class 37 contains 4616 members 
Mstep: Class 38 contains 2497 members 
Mstep: Class 39 contains 322 members 
Mstep: Class 40 contains 9958 members 
Mstep: Class 41 contains 27276 members 
Mstep: Class 42 contains 5090 members 
Mstep: Class 43 contains 12490 members 
Mstep: Class 44 contains 1054 members 
Mstep: Class 45 contains 3725 members 
Mstep: Class 46 contains 970 members 
Mstep: Class 47 contains 13842 members 
Mstep: Class 48 contains 384 members 
Mstep: Class 49 contains 4144 members 
Mstep: Class 50 contains 303 members 
Mstep: Class 51 contains 418 members 
Mstep: Class 52 contains 38553 members 
Mstep: Class 53 contains 264 members 
Mstep: Class 54 contains 7367 members 
Mstep: Class 55 contains 444 members 
Mstep: Class 56 contains 1766 members 
Mstep: Class 57 contains 2958 members 
Mstep: Class 58 contains 790 members 
Mstep: Class 59 contains 155 members 
Mstep: Class 60 contains 635 members 
Mstep: Class 61 contains 549 members 
Mstep: Class 62 contains 277 members 
Mstep: Class 63 contains 366 members 
Mstep: Class 64 contains 222 members 
Mstep: Class 65 contains 747 members 
Mstep: Class 66 contains 230 members 
Mstep: Class 67 contains 151 members 
Mstep: Class 68 contains 448 members 
Mstep: Class 69 contains 504 members 
Mstep: Class 70 contains 217 members 
Mstep: Class 71 contains 400 members 
Mstep: Class 72 contains 2579 members 
Mstep: Class 73 contains 252 members 
Mstep: Class 74 contains 393 members 
Mstep: Class 75 contains 220 members 
Mstep: Class 76 contains 302 members 
Mstep: Class 77 contains 383 members 
Mstep: Class 78 contains 347 members 
Mstep: Class 79 contains 317 members 
Mstep: Class 80 contains 259 members 
Mstep: Class 81 contains 1572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147549200.000000 Penalty: 280990.781250
Iteration 296Q: 82 clusters Score -1.475492e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 15360 members 
Mstep: Class 3 contains 27043 members 
Mstep: Class 4 contains 35842 members 
Mstep: Class 5 contains 21352 members 
Mstep: Class 6 contains 585 members 
Mstep: Class 7 contains 2492 members 
Mstep: Class 8 contains 48786 members 
Mstep: Class 9 contains 29935 members 
Mstep: Class 10 contains 12091 members 
Mstep: Class 11 contains 4398 members 
Mstep: Class 12 contains 225564 members 
Mstep: Class 13 contains 9175 members 
Mstep: Class 14 contains 5297 members 
Mstep: Class 15 contains 27044 members 
Mstep: Class 16 contains 9443 members 
Mstep: Class 17 contains 9694 members 
Mstep: Class 18 contains 8382 members 
Mstep: Class 19 contains 163100 members 
Mstep: Class 20 contains 41538 members 
Mstep: Class 21 contains 12625 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 10791 members 
Mstep: Class 24 contains 4091 members 
Mstep: Class 25 contains 6806 members 
Mstep: Class 26 contains 60540 members 
Mstep: Class 27 contains 9617 members 
Mstep: Class 28 contains 6868 members 
Mstep: Class 29 contains 5403 members 
Mstep: Class 30 contains 8665 members 
Mstep: Class 31 contains 331 members 
Mstep: Class 32 contains 450 members 
Mstep: Class 33 contains 1802 members 
Mstep: Class 34 contains 8709 members 
Mstep: Class 35 contains 197192 members 
Mstep: Class 36 contains 2892 members 
Mstep: Class 37 contains 4616 members 
Mstep: Class 38 contains 2497 members 
Mstep: Class 39 contains 322 members 
Mstep: Class 40 contains 9958 members 
Mstep: Class 41 contains 27276 members 
Mstep: Class 42 contains 5090 members 
Mstep: Class 43 contains 12490 members 
Mstep: Class 44 contains 1054 members 
Mstep: Class 45 contains 3725 members 
Mstep: Class 46 contains 968 members 
Mstep: Class 47 contains 13842 members 
Mstep: Class 48 contains 384 members 
Mstep: Class 49 contains 4144 members 
Mstep: Class 50 contains 303 members 
Mstep: Class 51 contains 418 members 
Mstep: Class 52 contains 38553 members 
Mstep: Class 53 contains 264 members 
Mstep: Class 54 contains 7367 members 
Mstep: Class 55 contains 444 members 
Mstep: Class 56 contains 1767 members 
Mstep: Class 57 contains 2958 members 
Mstep: Class 58 contains 788 members 
Mstep: Class 59 contains 155 members 
Mstep: Class 60 contains 635 members 
Mstep: Class 61 contains 549 members 
Mstep: Class 62 contains 277 members 
Mstep: Class 63 contains 366 members 
Mstep: Class 64 contains 222 members 
Mstep: Class 65 contains 747 members 
Mstep: Class 66 contains 230 members 
Mstep: Class 67 contains 151 members 
Mstep: Class 68 contains 448 members 
Mstep: Class 69 contains 504 members 
Mstep: Class 70 contains 217 members 
Mstep: Class 71 contains 400 members 
Mstep: Class 72 contains 2582 members 
Mstep: Class 73 contains 252 members 
Mstep: Class 74 contains 393 members 
Mstep: Class 75 contains 220 members 
Mstep: Class 76 contains 302 members 
Mstep: Class 77 contains 383 members 
Mstep: Class 78 contains 347 members 
Mstep: Class 79 contains 317 members 
Mstep: Class 80 contains 259 members 
Mstep: Class 81 contains 1572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147549264.000000 Penalty: 280990.781250
Iteration 297Q: 82 clusters Score -1.475493e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 15360 members 
Mstep: Class 3 contains 27043 members 
Mstep: Class 4 contains 35842 members 
Mstep: Class 5 contains 21352 members 
Mstep: Class 6 contains 584 members 
Mstep: Class 7 contains 2492 members 
Mstep: Class 8 contains 48786 members 
Mstep: Class 9 contains 29935 members 
Mstep: Class 10 contains 12091 members 
Mstep: Class 11 contains 4398 members 
Mstep: Class 12 contains 225564 members 
Mstep: Class 13 contains 9175 members 
Mstep: Class 14 contains 5297 members 
Mstep: Class 15 contains 27044 members 
Mstep: Class 16 contains 9443 members 
Mstep: Class 17 contains 9694 members 
Mstep: Class 18 contains 8382 members 
Mstep: Class 19 contains 163100 members 
Mstep: Class 20 contains 41538 members 
Mstep: Class 21 contains 12625 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 10791 members 
Mstep: Class 24 contains 4091 members 
Mstep: Class 25 contains 6806 members 
Mstep: Class 26 contains 60540 members 
Mstep: Class 27 contains 9617 members 
Mstep: Class 28 contains 6868 members 
Mstep: Class 29 contains 5403 members 
Mstep: Class 30 contains 8665 members 
Mstep: Class 31 contains 331 members 
Mstep: Class 32 contains 450 members 
Mstep: Class 33 contains 1802 members 
Mstep: Class 34 contains 8709 members 
Mstep: Class 35 contains 197192 members 
Mstep: Class 36 contains 2892 members 
Mstep: Class 37 contains 4616 members 
Mstep: Class 38 contains 2497 members 
Mstep: Class 39 contains 322 members 
Mstep: Class 40 contains 9958 members 
Mstep: Class 41 contains 27276 members 
Mstep: Class 42 contains 5090 members 
Mstep: Class 43 contains 12490 members 
Mstep: Class 44 contains 1054 members 
Mstep: Class 45 contains 3725 members 
Mstep: Class 46 contains 968 members 
Mstep: Class 47 contains 13842 members 
Mstep: Class 48 contains 384 members 
Mstep: Class 49 contains 4144 members 
Mstep: Class 50 contains 303 members 
Mstep: Class 51 contains 418 members 
Mstep: Class 52 contains 38553 members 
Mstep: Class 53 contains 264 members 
Mstep: Class 54 contains 7367 members 
Mstep: Class 55 contains 444 members 
Mstep: Class 56 contains 1767 members 
Mstep: Class 57 contains 2958 members 
Mstep: Class 58 contains 787 members 
Mstep: Class 59 contains 155 members 
Mstep: Class 60 contains 635 members 
Mstep: Class 61 contains 549 members 
Mstep: Class 62 contains 277 members 
Mstep: Class 63 contains 366 members 
Mstep: Class 64 contains 222 members 
Mstep: Class 65 contains 747 members 
Mstep: Class 66 contains 230 members 
Mstep: Class 67 contains 151 members 
Mstep: Class 68 contains 448 members 
Mstep: Class 69 contains 503 members 
Mstep: Class 70 contains 217 members 
Mstep: Class 71 contains 400 members 
Mstep: Class 72 contains 2586 members 
Mstep: Class 73 contains 252 members 
Mstep: Class 74 contains 393 members 
Mstep: Class 75 contains 220 members 
Mstep: Class 76 contains 302 members 
Mstep: Class 77 contains 383 members 
Mstep: Class 78 contains 347 members 
Mstep: Class 79 contains 317 members 
Mstep: Class 80 contains 259 members 
Mstep: Class 81 contains 1571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147549216.000000 Penalty: 280990.781250
Iteration 298Q: 82 clusters Score -1.475492e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 15360 members 
Mstep: Class 3 contains 27043 members 
Mstep: Class 4 contains 35842 members 
Mstep: Class 5 contains 21352 members 
Mstep: Class 6 contains 583 members 
Mstep: Class 7 contains 2492 members 
Mstep: Class 8 contains 48786 members 
Mstep: Class 9 contains 29935 members 
Mstep: Class 10 contains 12091 members 
Mstep: Class 11 contains 4398 members 
Mstep: Class 12 contains 225564 members 
Mstep: Class 13 contains 9175 members 
Mstep: Class 14 contains 5297 members 
Mstep: Class 15 contains 27044 members 
Mstep: Class 16 contains 9443 members 
Mstep: Class 17 contains 9694 members 
Mstep: Class 18 contains 8382 members 
Mstep: Class 19 contains 163100 members 
Mstep: Class 20 contains 41538 members 
Mstep: Class 21 contains 12625 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 10791 members 
Mstep: Class 24 contains 4091 members 
Mstep: Class 25 contains 6806 members 
Mstep: Class 26 contains 60540 members 
Mstep: Class 27 contains 9617 members 
Mstep: Class 28 contains 6868 members 
Mstep: Class 29 contains 5403 members 
Mstep: Class 30 contains 8665 members 
Mstep: Class 31 contains 331 members 
Mstep: Class 32 contains 450 members 
Mstep: Class 33 contains 1802 members 
Mstep: Class 34 contains 8709 members 
Mstep: Class 35 contains 197192 members 
Mstep: Class 36 contains 2892 members 
Mstep: Class 37 contains 4616 members 
Mstep: Class 38 contains 2497 members 
Mstep: Class 39 contains 322 members 
Mstep: Class 40 contains 9958 members 
Mstep: Class 41 contains 27276 members 
Mstep: Class 42 contains 5090 members 
Mstep: Class 43 contains 12490 members 
Mstep: Class 44 contains 1054 members 
Mstep: Class 45 contains 3725 members 
Mstep: Class 46 contains 968 members 
Mstep: Class 47 contains 13842 members 
Mstep: Class 48 contains 384 members 
Mstep: Class 49 contains 4144 members 
Mstep: Class 50 contains 303 members 
Mstep: Class 51 contains 418 members 
Mstep: Class 52 contains 38553 members 
Mstep: Class 53 contains 264 members 
Mstep: Class 54 contains 7367 members 
Mstep: Class 55 contains 444 members 
Mstep: Class 56 contains 1767 members 
Mstep: Class 57 contains 2958 members 
Mstep: Class 58 contains 786 members 
Mstep: Class 59 contains 155 members 
Mstep: Class 60 contains 635 members 
Mstep: Class 61 contains 549 members 
Mstep: Class 62 contains 277 members 
Mstep: Class 63 contains 366 members 
Mstep: Class 64 contains 222 members 
Mstep: Class 65 contains 747 members 
Mstep: Class 66 contains 230 members 
Mstep: Class 67 contains 151 members 
Mstep: Class 68 contains 448 members 
Mstep: Class 69 contains 503 members 
Mstep: Class 70 contains 217 members 
Mstep: Class 71 contains 400 members 
Mstep: Class 72 contains 2590 members 
Mstep: Class 73 contains 252 members 
Mstep: Class 74 contains 393 members 
Mstep: Class 75 contains 220 members 
Mstep: Class 76 contains 302 members 
Mstep: Class 77 contains 383 members 
Mstep: Class 78 contains 347 members 
Mstep: Class 79 contains 317 members 
Mstep: Class 80 contains 259 members 
Mstep: Class 81 contains 1569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147549216.000000 Penalty: 280990.781250
Iteration 299Q: 82 clusters Score -1.475492e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 15360 members 
Mstep: Class 3 contains 27043 members 
Mstep: Class 4 contains 35842 members 
Mstep: Class 5 contains 21352 members 
Mstep: Class 6 contains 582 members 
Mstep: Class 7 contains 2492 members 
Mstep: Class 8 contains 48786 members 
Mstep: Class 9 contains 29935 members 
Mstep: Class 10 contains 12091 members 
Mstep: Class 11 contains 4398 members 
Mstep: Class 12 contains 225564 members 
Mstep: Class 13 contains 9175 members 
Mstep: Class 14 contains 5297 members 
Mstep: Class 15 contains 27044 members 
Mstep: Class 16 contains 9443 members 
Mstep: Class 17 contains 9694 members 
Mstep: Class 18 contains 8382 members 
Mstep: Class 19 contains 163100 members 
Mstep: Class 20 contains 41538 members 
Mstep: Class 21 contains 12625 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 10791 members 
Mstep: Class 24 contains 4091 members 
Mstep: Class 25 contains 6806 members 
Mstep: Class 26 contains 60540 members 
Mstep: Class 27 contains 9617 members 
Mstep: Class 28 contains 6868 members 
Mstep: Class 29 contains 5403 members 
Mstep: Class 30 contains 8665 members 
Mstep: Class 31 contains 331 members 
Mstep: Class 32 contains 450 members 
Mstep: Class 33 contains 1802 members 
Mstep: Class 34 contains 8709 members 
Mstep: Class 35 contains 197192 members 
Mstep: Class 36 contains 2892 members 
Mstep: Class 37 contains 4616 members 
Mstep: Class 38 contains 2497 members 
Mstep: Class 39 contains 322 members 
Mstep: Class 40 contains 9958 members 
Mstep: Class 41 contains 27276 members 
Mstep: Class 42 contains 5090 members 
Mstep: Class 43 contains 12490 members 
Mstep: Class 44 contains 1055 members 
Mstep: Class 45 contains 3725 members 
Mstep: Class 46 contains 968 members 
Mstep: Class 47 contains 13842 members 
Mstep: Class 48 contains 384 members 
Mstep: Class 49 contains 4144 members 
Mstep: Class 50 contains 303 members 
Mstep: Class 51 contains 418 members 
Mstep: Class 52 contains 38553 members 
Mstep: Class 53 contains 264 members 
Mstep: Class 54 contains 7367 members 
Mstep: Class 55 contains 444 members 
Mstep: Class 56 contains 1767 members 
Mstep: Class 57 contains 2958 members 
Mstep: Class 58 contains 786 members 
Mstep: Class 59 contains 155 members 
Mstep: Class 60 contains 635 members 
Mstep: Class 61 contains 549 members 
Mstep: Class 62 contains 277 members 
Mstep: Class 63 contains 366 members 
Mstep: Class 64 contains 222 members 
Mstep: Class 65 contains 747 members 
Mstep: Class 66 contains 230 members 
Mstep: Class 67 contains 151 members 
Mstep: Class 68 contains 448 members 
Mstep: Class 69 contains 503 members 
Mstep: Class 70 contains 217 members 
Mstep: Class 71 contains 400 members 
Mstep: Class 72 contains 2596 members 
Mstep: Class 73 contains 252 members 
Mstep: Class 74 contains 393 members 
Mstep: Class 75 contains 220 members 
Mstep: Class 76 contains 302 members 
Mstep: Class 77 contains 383 members 
Mstep: Class 78 contains 347 members 
Mstep: Class 79 contains 317 members 
Mstep: Class 80 contains 259 members 
Mstep: Class 81 contains 1563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147549280.000000 Penalty: 280990.781250
Iteration 300F: 82 clusters Score -1.475493e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 15360 members 
Mstep: Class 3 contains 27043 members 
Mstep: Class 4 contains 35842 members 
Mstep: Class 5 contains 21352 members 
Mstep: Class 6 contains 582 members 
Mstep: Class 7 contains 2492 members 
Mstep: Class 8 contains 48786 members 
Mstep: Class 9 contains 29935 members 
Mstep: Class 10 contains 12091 members 
Mstep: Class 11 contains 4398 members 
Mstep: Class 12 contains 225564 members 
Mstep: Class 13 contains 9175 members 
Mstep: Class 14 contains 5297 members 
Mstep: Class 15 contains 27044 members 
Mstep: Class 16 contains 9443 members 
Mstep: Class 17 contains 9694 members 
Mstep: Class 18 contains 8382 members 
Mstep: Class 19 contains 163100 members 
Mstep: Class 20 contains 41538 members 
Mstep: Class 21 contains 12625 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 10791 members 
Mstep: Class 24 contains 4091 members 
Mstep: Class 25 contains 6806 members 
Mstep: Class 26 contains 60540 members 
Mstep: Class 27 contains 9617 members 
Mstep: Class 28 contains 6868 members 
Mstep: Class 29 contains 5403 members 
Mstep: Class 30 contains 8665 members 
Mstep: Class 31 contains 331 members 
Mstep: Class 32 contains 450 members 
Mstep: Class 33 contains 1802 members 
Mstep: Class 34 contains 8709 members 
Mstep: Class 35 contains 197192 members 
Mstep: Class 36 contains 2892 members 
Mstep: Class 37 contains 4616 members 
Mstep: Class 38 contains 2497 members 
Mstep: Class 39 contains 322 members 
Mstep: Class 40 contains 9958 members 
Mstep: Class 41 contains 27276 members 
Mstep: Class 42 contains 5090 members 
Mstep: Class 43 contains 12490 members 
Mstep: Class 44 contains 1053 members 
Mstep: Class 45 contains 3725 members 
Mstep: Class 46 contains 968 members 
Mstep: Class 47 contains 13842 members 
Mstep: Class 48 contains 384 members 
Mstep: Class 49 contains 4144 members 
Mstep: Class 50 contains 303 members 
Mstep: Class 51 contains 418 members 
Mstep: Class 52 contains 38553 members 
Mstep: Class 53 contains 264 members 
Mstep: Class 54 contains 7367 members 
Mstep: Class 55 contains 444 members 
Mstep: Class 56 contains 1767 members 
Mstep: Class 57 contains 2958 members 
Mstep: Class 58 contains 785 members 
Mstep: Class 59 contains 155 members 
Mstep: Class 60 contains 635 members 
Mstep: Class 61 contains 549 members 
Mstep: Class 62 contains 277 members 
Mstep: Class 63 contains 366 members 
Mstep: Class 64 contains 222 members 
Mstep: Class 65 contains 747 members 
Mstep: Class 66 contains 230 members 
Mstep: Class 67 contains 151 members 
Mstep: Class 68 contains 450 members 
Mstep: Class 69 contains 503 members 
Mstep: Class 70 contains 217 members 
Mstep: Class 71 contains 400 members 
Mstep: Class 72 contains 2600 members 
Mstep: Class 73 contains 252 members 
Mstep: Class 74 contains 393 members 
Mstep: Class 75 contains 220 members 
Mstep: Class 76 contains 302 members 
Mstep: Class 77 contains 383 members 
Mstep: Class 78 contains 347 members 
Mstep: Class 79 contains 317 members 
Mstep: Class 80 contains 259 members 
Mstep: Class 81 contains 1560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147549152.000000 Penalty: 280990.781250
Iteration 301Q: 82 clusters Score -1.475492e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 15360 members 
Mstep: Class 3 contains 27043 members 
Mstep: Class 4 contains 35842 members 
Mstep: Class 5 contains 21352 members 
Mstep: Class 6 contains 582 members 
Mstep: Class 7 contains 2492 members 
Mstep: Class 8 contains 48786 members 
Mstep: Class 9 contains 29935 members 
Mstep: Class 10 contains 12091 members 
Mstep: Class 11 contains 4398 members 
Mstep: Class 12 contains 225564 members 
Mstep: Class 13 contains 9175 members 
Mstep: Class 14 contains 5297 members 
Mstep: Class 15 contains 27044 members 
Mstep: Class 16 contains 9443 members 
Mstep: Class 17 contains 9694 members 
Mstep: Class 18 contains 8382 members 
Mstep: Class 19 contains 163100 members 
Mstep: Class 20 contains 41538 members 
Mstep: Class 21 contains 12625 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 10791 members 
Mstep: Class 24 contains 4091 members 
Mstep: Class 25 contains 6806 members 
Mstep: Class 26 contains 60540 members 
Mstep: Class 27 contains 9617 members 
Mstep: Class 28 contains 6868 members 
Mstep: Class 29 contains 5403 members 
Mstep: Class 30 contains 8665 members 
Mstep: Class 31 contains 331 members 
Mstep: Class 32 contains 450 members 
Mstep: Class 33 contains 1802 members 
Mstep: Class 34 contains 8709 members 
Mstep: Class 35 contains 197192 members 
Mstep: Class 36 contains 2892 members 
Mstep: Class 37 contains 4616 members 
Mstep: Class 38 contains 2497 members 
Mstep: Class 39 contains 322 members 
Mstep: Class 40 contains 9958 members 
Mstep: Class 41 contains 27276 members 
Mstep: Class 42 contains 5090 members 
Mstep: Class 43 contains 12490 members 
Mstep: Class 44 contains 1052 members 
Mstep: Class 45 contains 3725 members 
Mstep: Class 46 contains 968 members 
Mstep: Class 47 contains 13842 members 
Mstep: Class 48 contains 384 members 
Mstep: Class 49 contains 4144 members 
Mstep: Class 50 contains 303 members 
Mstep: Class 51 contains 418 members 
Mstep: Class 52 contains 38553 members 
Mstep: Class 53 contains 264 members 
Mstep: Class 54 contains 7367 members 
Mstep: Class 55 contains 444 members 
Mstep: Class 56 contains 1767 members 
Mstep: Class 57 contains 2958 members 
Mstep: Class 58 contains 784 members 
Mstep: Class 59 contains 155 members 
Mstep: Class 60 contains 635 members 
Mstep: Class 61 contains 549 members 
Mstep: Class 62 contains 277 members 
Mstep: Class 63 contains 366 members 
Mstep: Class 64 contains 222 members 
Mstep: Class 65 contains 747 members 
Mstep: Class 66 contains 230 members 
Mstep: Class 67 contains 151 members 
Mstep: Class 68 contains 450 members 
Mstep: Class 69 contains 503 members 
Mstep: Class 70 contains 217 members 
Mstep: Class 71 contains 400 members 
Mstep: Class 72 contains 2602 members 
Mstep: Class 73 contains 252 members 
Mstep: Class 74 contains 393 members 
Mstep: Class 75 contains 220 members 
Mstep: Class 76 contains 302 members 
Mstep: Class 77 contains 383 members 
Mstep: Class 78 contains 347 members 
Mstep: Class 79 contains 317 members 
Mstep: Class 80 contains 259 members 
Mstep: Class 81 contains 1560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147549344.000000 Penalty: 280990.781250
Iteration 302Q: 82 clusters Score -1.475493e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 15360 members 
Mstep: Class 3 contains 27043 members 
Mstep: Class 4 contains 35842 members 
Mstep: Class 5 contains 21352 members 
Mstep: Class 6 contains 582 members 
Mstep: Class 7 contains 2492 members 
Mstep: Class 8 contains 48786 members 
Mstep: Class 9 contains 29935 members 
Mstep: Class 10 contains 12091 members 
Mstep: Class 11 contains 4398 members 
Mstep: Class 12 contains 225564 members 
Mstep: Class 13 contains 9175 members 
Mstep: Class 14 contains 5297 members 
Mstep: Class 15 contains 27044 members 
Mstep: Class 16 contains 9443 members 
Mstep: Class 17 contains 9694 members 
Mstep: Class 18 contains 8382 members 
Mstep: Class 19 contains 163100 members 
Mstep: Class 20 contains 41538 members 
Mstep: Class 21 contains 12625 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 10791 members 
Mstep: Class 24 contains 4091 members 
Mstep: Class 25 contains 6806 members 
Mstep: Class 26 contains 60540 members 
Mstep: Class 27 contains 9617 members 
Mstep: Class 28 contains 6868 members 
Mstep: Class 29 contains 5403 members 
Mstep: Class 30 contains 8665 members 
Mstep: Class 31 contains 331 members 
Mstep: Class 32 contains 450 members 
Mstep: Class 33 contains 1802 members 
Mstep: Class 34 contains 8709 members 
Mstep: Class 35 contains 197192 members 
Mstep: Class 36 contains 2892 members 
Mstep: Class 37 contains 4616 members 
Mstep: Class 38 contains 2497 members 
Mstep: Class 39 contains 322 members 
Mstep: Class 40 contains 9958 members 
Mstep: Class 41 contains 27276 members 
Mstep: Class 42 contains 5090 members 
Mstep: Class 43 contains 12490 members 
Mstep: Class 44 contains 1053 members 
Mstep: Class 45 contains 3725 members 
Mstep: Class 46 contains 968 members 
Mstep: Class 47 contains 13842 members 
Mstep: Class 48 contains 384 members 
Mstep: Class 49 contains 4144 members 
Mstep: Class 50 contains 303 members 
Mstep: Class 51 contains 418 members 
Mstep: Class 52 contains 38553 members 
Mstep: Class 53 contains 264 members 
Mstep: Class 54 contains 7367 members 
Mstep: Class 55 contains 444 members 
Mstep: Class 56 contains 1768 members 
Mstep: Class 57 contains 2958 members 
Mstep: Class 58 contains 784 members 
Mstep: Class 59 contains 155 members 
Mstep: Class 60 contains 635 members 
Mstep: Class 61 contains 549 members 
Mstep: Class 62 contains 277 members 
Mstep: Class 63 contains 366 members 
Mstep: Class 64 contains 222 members 
Mstep: Class 65 contains 747 members 
Mstep: Class 66 contains 230 members 
Mstep: Class 67 contains 151 members 
Mstep: Class 68 contains 450 members 
Mstep: Class 69 contains 503 members 
Mstep: Class 70 contains 217 members 
Mstep: Class 71 contains 400 members 
Mstep: Class 72 contains 2599 members 
Mstep: Class 73 contains 252 members 
Mstep: Class 74 contains 393 members 
Mstep: Class 75 contains 220 members 
Mstep: Class 76 contains 302 members 
Mstep: Class 77 contains 383 members 
Mstep: Class 78 contains 347 members 
Mstep: Class 79 contains 317 members 
Mstep: Class 80 contains 259 members 
Mstep: Class 81 contains 1561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147549280.000000 Penalty: 280990.781250
Iteration 303Q: 82 clusters Score -1.475493e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 15360 members 
Mstep: Class 3 contains 27043 members 
Mstep: Class 4 contains 35842 members 
Mstep: Class 5 contains 21352 members 
Mstep: Class 6 contains 582 members 
Mstep: Class 7 contains 2492 members 
Mstep: Class 8 contains 48786 members 
Mstep: Class 9 contains 29935 members 
Mstep: Class 10 contains 12091 members 
Mstep: Class 11 contains 4398 members 
Mstep: Class 12 contains 225564 members 
Mstep: Class 13 contains 9175 members 
Mstep: Class 14 contains 5297 members 
Mstep: Class 15 contains 27044 members 
Mstep: Class 16 contains 9443 members 
Mstep: Class 17 contains 9694 members 
Mstep: Class 18 contains 8382 members 
Mstep: Class 19 contains 163100 members 
Mstep: Class 20 contains 41538 members 
Mstep: Class 21 contains 12625 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 10791 members 
Mstep: Class 24 contains 4091 members 
Mstep: Class 25 contains 6806 members 
Mstep: Class 26 contains 60540 members 
Mstep: Class 27 contains 9617 members 
Mstep: Class 28 contains 6868 members 
Mstep: Class 29 contains 5403 members 
Mstep: Class 30 contains 8665 members 
Mstep: Class 31 contains 331 members 
Mstep: Class 32 contains 450 members 
Mstep: Class 33 contains 1802 members 
Mstep: Class 34 contains 8709 members 
Mstep: Class 35 contains 197192 members 
Mstep: Class 36 contains 2892 members 
Mstep: Class 37 contains 4616 members 
Mstep: Class 38 contains 2497 members 
Mstep: Class 39 contains 322 members 
Mstep: Class 40 contains 9958 members 
Mstep: Class 41 contains 27276 members 
Mstep: Class 42 contains 5090 members 
Mstep: Class 43 contains 12490 members 
Mstep: Class 44 contains 1053 members 
Mstep: Class 45 contains 3725 members 
Mstep: Class 46 contains 968 members 
Mstep: Class 47 contains 13842 members 
Mstep: Class 48 contains 384 members 
Mstep: Class 49 contains 4144 members 
Mstep: Class 50 contains 303 members 
Mstep: Class 51 contains 418 members 
Mstep: Class 52 contains 38553 members 
Mstep: Class 53 contains 264 members 
Mstep: Class 54 contains 7367 members 
Mstep: Class 55 contains 445 members 
Mstep: Class 56 contains 1768 members 
Mstep: Class 57 contains 2958 members 
Mstep: Class 58 contains 784 members 
Mstep: Class 59 contains 155 members 
Mstep: Class 60 contains 635 members 
Mstep: Class 61 contains 549 members 
Mstep: Class 62 contains 277 members 
Mstep: Class 63 contains 366 members 
Mstep: Class 64 contains 222 members 
Mstep: Class 65 contains 747 members 
Mstep: Class 66 contains 230 members 
Mstep: Class 67 contains 151 members 
Mstep: Class 68 contains 450 members 
Mstep: Class 69 contains 503 members 
Mstep: Class 70 contains 217 members 
Mstep: Class 71 contains 400 members 
Mstep: Class 72 contains 2599 members 
Mstep: Class 73 contains 252 members 
Mstep: Class 74 contains 393 members 
Mstep: Class 75 contains 220 members 
Mstep: Class 76 contains 302 members 
Mstep: Class 77 contains 383 members 
Mstep: Class 78 contains 347 members 
Mstep: Class 79 contains 317 members 
Mstep: Class 80 contains 259 members 
Mstep: Class 81 contains 1560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147549312.000000 Penalty: 280990.781250
Iteration 304Q: 82 clusters Score -1.475493e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 15360 members 
Mstep: Class 3 contains 27043 members 
Mstep: Class 4 contains 35842 members 
Mstep: Class 5 contains 21352 members 
Mstep: Class 6 contains 582 members 
Mstep: Class 7 contains 2492 members 
Mstep: Class 8 contains 48786 members 
Mstep: Class 9 contains 29935 members 
Mstep: Class 10 contains 12091 members 
Mstep: Class 11 contains 4398 members 
Mstep: Class 12 contains 225564 members 
Mstep: Class 13 contains 9175 members 
Mstep: Class 14 contains 5297 members 
Mstep: Class 15 contains 27044 members 
Mstep: Class 16 contains 9443 members 
Mstep: Class 17 contains 9694 members 
Mstep: Class 18 contains 8382 members 
Mstep: Class 19 contains 163100 members 
Mstep: Class 20 contains 41538 members 
Mstep: Class 21 contains 12625 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 10791 members 
Mstep: Class 24 contains 4091 members 
Mstep: Class 25 contains 6806 members 
Mstep: Class 26 contains 60540 members 
Mstep: Class 27 contains 9617 members 
Mstep: Class 28 contains 6868 members 
Mstep: Class 29 contains 5403 members 
Mstep: Class 30 contains 8665 members 
Mstep: Class 31 contains 331 members 
Mstep: Class 32 contains 450 members 
Mstep: Class 33 contains 1802 members 
Mstep: Class 34 contains 8709 members 
Mstep: Class 35 contains 197192 members 
Mstep: Class 36 contains 2892 members 
Mstep: Class 37 contains 4616 members 
Mstep: Class 38 contains 2497 members 
Mstep: Class 39 contains 322 members 
Mstep: Class 40 contains 9958 members 
Mstep: Class 41 contains 27276 members 
Mstep: Class 42 contains 5090 members 
Mstep: Class 43 contains 12490 members 
Mstep: Class 44 contains 1054 members 
Mstep: Class 45 contains 3725 members 
Mstep: Class 46 contains 968 members 
Mstep: Class 47 contains 13842 members 
Mstep: Class 48 contains 384 members 
Mstep: Class 49 contains 4144 members 
Mstep: Class 50 contains 303 members 
Mstep: Class 51 contains 418 members 
Mstep: Class 52 contains 38553 members 
Mstep: Class 53 contains 264 members 
Mstep: Class 54 contains 7367 members 
Mstep: Class 55 contains 446 members 
Mstep: Class 56 contains 1768 members 
Mstep: Class 57 contains 2958 members 
Mstep: Class 58 contains 784 members 
Mstep: Class 59 contains 155 members 
Mstep: Class 60 contains 635 members 
Mstep: Class 61 contains 549 members 
Mstep: Class 62 contains 277 members 
Mstep: Class 63 contains 366 members 
Mstep: Class 64 contains 222 members 
Mstep: Class 65 contains 747 members 
Mstep: Class 66 contains 230 members 
Mstep: Class 67 contains 151 members 
Mstep: Class 68 contains 450 members 
Mstep: Class 69 contains 503 members 
Mstep: Class 70 contains 217 members 
Mstep: Class 71 contains 400 members 
Mstep: Class 72 contains 2598 members 
Mstep: Class 73 contains 252 members 
Mstep: Class 74 contains 393 members 
Mstep: Class 75 contains 220 members 
Mstep: Class 76 contains 302 members 
Mstep: Class 77 contains 383 members 
Mstep: Class 78 contains 347 members 
Mstep: Class 79 contains 317 members 
Mstep: Class 80 contains 259 members 
Mstep: Class 81 contains 1559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147549360.000000 Penalty: 280990.781250
Iteration 305Q: 82 clusters Score -1.475494e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 15360 members 
Mstep: Class 3 contains 27043 members 
Mstep: Class 4 contains 35842 members 
Mstep: Class 5 contains 21352 members 
Mstep: Class 6 contains 582 members 
Mstep: Class 7 contains 2492 members 
Mstep: Class 8 contains 48786 members 
Mstep: Class 9 contains 29935 members 
Mstep: Class 10 contains 12091 members 
Mstep: Class 11 contains 4398 members 
Mstep: Class 12 contains 225564 members 
Mstep: Class 13 contains 9175 members 
Mstep: Class 14 contains 5297 members 
Mstep: Class 15 contains 27044 members 
Mstep: Class 16 contains 9443 members 
Mstep: Class 17 contains 9694 members 
Mstep: Class 18 contains 8382 members 
Mstep: Class 19 contains 163100 members 
Mstep: Class 20 contains 41538 members 
Mstep: Class 21 contains 12625 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 10791 members 
Mstep: Class 24 contains 4091 members 
Mstep: Class 25 contains 6806 members 
Mstep: Class 26 contains 60540 members 
Mstep: Class 27 contains 9617 members 
Mstep: Class 28 contains 6868 members 
Mstep: Class 29 contains 5403 members 
Mstep: Class 30 contains 8665 members 
Mstep: Class 31 contains 331 members 
Mstep: Class 32 contains 450 members 
Mstep: Class 33 contains 1802 members 
Mstep: Class 34 contains 8709 members 
Mstep: Class 35 contains 197192 members 
Mstep: Class 36 contains 2892 members 
Mstep: Class 37 contains 4616 members 
Mstep: Class 38 contains 2497 members 
Mstep: Class 39 contains 322 members 
Mstep: Class 40 contains 9958 members 
Mstep: Class 41 contains 27276 members 
Mstep: Class 42 contains 5090 members 
Mstep: Class 43 contains 12490 members 
Mstep: Class 44 contains 1054 members 
Mstep: Class 45 contains 3725 members 
Mstep: Class 46 contains 968 members 
Mstep: Class 47 contains 13842 members 
Mstep: Class 48 contains 384 members 
Mstep: Class 49 contains 4144 members 
Mstep: Class 50 contains 303 members 
Mstep: Class 51 contains 418 members 
Mstep: Class 52 contains 38553 members 
Mstep: Class 53 contains 264 members 
Mstep: Class 54 contains 7367 members 
Mstep: Class 55 contains 447 members 
Mstep: Class 56 contains 1768 members 
Mstep: Class 57 contains 2958 members 
Mstep: Class 58 contains 784 members 
Mstep: Class 59 contains 155 members 
Mstep: Class 60 contains 635 members 
Mstep: Class 61 contains 549 members 
Mstep: Class 62 contains 277 members 
Mstep: Class 63 contains 366 members 
Mstep: Class 64 contains 222 members 
Mstep: Class 65 contains 747 members 
Mstep: Class 66 contains 230 members 
Mstep: Class 67 contains 151 members 
Mstep: Class 68 contains 450 members 
Mstep: Class 69 contains 503 members 
Mstep: Class 70 contains 217 members 
Mstep: Class 71 contains 400 members 
Mstep: Class 72 contains 2597 members 
Mstep: Class 73 contains 252 members 
Mstep: Class 74 contains 393 members 
Mstep: Class 75 contains 220 members 
Mstep: Class 76 contains 302 members 
Mstep: Class 77 contains 383 members 
Mstep: Class 78 contains 347 members 
Mstep: Class 79 contains 317 members 
Mstep: Class 80 contains 259 members 
Mstep: Class 81 contains 1559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147549328.000000 Penalty: 280990.781250
Iteration 306Q: 82 clusters Score -1.475493e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 15360 members 
Mstep: Class 3 contains 27043 members 
Mstep: Class 4 contains 35842 members 
Mstep: Class 5 contains 21352 members 
Mstep: Class 6 contains 582 members 
Mstep: Class 7 contains 2492 members 
Mstep: Class 8 contains 48786 members 
Mstep: Class 9 contains 29935 members 
Mstep: Class 10 contains 12091 members 
Mstep: Class 11 contains 4398 members 
Mstep: Class 12 contains 225564 members 
Mstep: Class 13 contains 9175 members 
Mstep: Class 14 contains 5297 members 
Mstep: Class 15 contains 27044 members 
Mstep: Class 16 contains 9443 members 
Mstep: Class 17 contains 9694 members 
Mstep: Class 18 contains 8382 members 
Mstep: Class 19 contains 163100 members 
Mstep: Class 20 contains 41538 members 
Mstep: Class 21 contains 12625 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 10791 members 
Mstep: Class 24 contains 4091 members 
Mstep: Class 25 contains 6806 members 
Mstep: Class 26 contains 60540 members 
Mstep: Class 27 contains 9617 members 
Mstep: Class 28 contains 6868 members 
Mstep: Class 29 contains 5403 members 
Mstep: Class 30 contains 8665 members 
Mstep: Class 31 contains 331 members 
Mstep: Class 32 contains 450 members 
Mstep: Class 33 contains 1802 members 
Mstep: Class 34 contains 8709 members 
Mstep: Class 35 contains 197192 members 
Mstep: Class 36 contains 2892 members 
Mstep: Class 37 contains 4616 members 
Mstep: Class 38 contains 2497 members 
Mstep: Class 39 contains 322 members 
Mstep: Class 40 contains 9958 members 
Mstep: Class 41 contains 27276 members 
Mstep: Class 42 contains 5090 members 
Mstep: Class 43 contains 12490 members 
Mstep: Class 44 contains 1055 members 
Mstep: Class 45 contains 3725 members 
Mstep: Class 46 contains 968 members 
Mstep: Class 47 contains 13842 members 
Mstep: Class 48 contains 384 members 
Mstep: Class 49 contains 4144 members 
Mstep: Class 50 contains 303 members 
Mstep: Class 51 contains 418 members 
Mstep: Class 52 contains 38553 members 
Mstep: Class 53 contains 264 members 
Mstep: Class 54 contains 7367 members 
Mstep: Class 55 contains 447 members 
Mstep: Class 56 contains 1768 members 
Mstep: Class 57 contains 2958 members 
Mstep: Class 58 contains 784 members 
Mstep: Class 59 contains 155 members 
Mstep: Class 60 contains 635 members 
Mstep: Class 61 contains 549 members 
Mstep: Class 62 contains 277 members 
Mstep: Class 63 contains 366 members 
Mstep: Class 64 contains 222 members 
Mstep: Class 65 contains 747 members 
Mstep: Class 66 contains 230 members 
Mstep: Class 67 contains 151 members 
Mstep: Class 68 contains 450 members 
Mstep: Class 69 contains 503 members 
Mstep: Class 70 contains 217 members 
Mstep: Class 71 contains 400 members 
Mstep: Class 72 contains 2596 members 
Mstep: Class 73 contains 252 members 
Mstep: Class 74 contains 393 members 
Mstep: Class 75 contains 220 members 
Mstep: Class 76 contains 302 members 
Mstep: Class 77 contains 383 members 
Mstep: Class 78 contains 347 members 
Mstep: Class 79 contains 317 members 
Mstep: Class 80 contains 259 members 
Mstep: Class 81 contains 1559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147549360.000000 Penalty: 280990.781250
Iteration 307Q: 82 clusters Score -1.475494e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 15360 members 
Mstep: Class 3 contains 27043 members 
Mstep: Class 4 contains 35842 members 
Mstep: Class 5 contains 21352 members 
Mstep: Class 6 contains 582 members 
Mstep: Class 7 contains 2492 members 
Mstep: Class 8 contains 48786 members 
Mstep: Class 9 contains 29935 members 
Mstep: Class 10 contains 12091 members 
Mstep: Class 11 contains 4398 members 
Mstep: Class 12 contains 225564 members 
Mstep: Class 13 contains 9175 members 
Mstep: Class 14 contains 5297 members 
Mstep: Class 15 contains 27044 members 
Mstep: Class 16 contains 9443 members 
Mstep: Class 17 contains 9694 members 
Mstep: Class 18 contains 8382 members 
Mstep: Class 19 contains 163100 members 
Mstep: Class 20 contains 41538 members 
Mstep: Class 21 contains 12625 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 10791 members 
Mstep: Class 24 contains 4091 members 
Mstep: Class 25 contains 6806 members 
Mstep: Class 26 contains 60540 members 
Mstep: Class 27 contains 9617 members 
Mstep: Class 28 contains 6868 members 
Mstep: Class 29 contains 5403 members 
Mstep: Class 30 contains 8665 members 
Mstep: Class 31 contains 331 members 
Mstep: Class 32 contains 450 members 
Mstep: Class 33 contains 1802 members 
Mstep: Class 34 contains 8709 members 
Mstep: Class 35 contains 197192 members 
Mstep: Class 36 contains 2892 members 
Mstep: Class 37 contains 4616 members 
Mstep: Class 38 contains 2497 members 
Mstep: Class 39 contains 322 members 
Mstep: Class 40 contains 9958 members 
Mstep: Class 41 contains 27276 members 
Mstep: Class 42 contains 5090 members 
Mstep: Class 43 contains 12490 members 
Mstep: Class 44 contains 1055 members 
Mstep: Class 45 contains 3725 members 
Mstep: Class 46 contains 968 members 
Mstep: Class 47 contains 13842 members 
Mstep: Class 48 contains 384 members 
Mstep: Class 49 contains 4144 members 
Mstep: Class 50 contains 303 members 
Mstep: Class 51 contains 418 members 
Mstep: Class 52 contains 38553 members 
Mstep: Class 53 contains 264 members 
Mstep: Class 54 contains 7367 members 
Mstep: Class 55 contains 447 members 
Mstep: Class 56 contains 1768 members 
Mstep: Class 57 contains 2958 members 
Mstep: Class 58 contains 784 members 
Mstep: Class 59 contains 155 members 
Mstep: Class 60 contains 635 members 
Mstep: Class 61 contains 549 members 
Mstep: Class 62 contains 277 members 
Mstep: Class 63 contains 366 members 
Mstep: Class 64 contains 222 members 
Mstep: Class 65 contains 747 members 
Mstep: Class 66 contains 230 members 
Mstep: Class 67 contains 151 members 
Mstep: Class 68 contains 450 members 
Mstep: Class 69 contains 503 members 
Mstep: Class 70 contains 217 members 
Mstep: Class 71 contains 400 members 
Mstep: Class 72 contains 2596 members 
Mstep: Class 73 contains 252 members 
Mstep: Class 74 contains 393 members 
Mstep: Class 75 contains 220 members 
Mstep: Class 76 contains 302 members 
Mstep: Class 77 contains 383 members 
Mstep: Class 78 contains 347 members 
Mstep: Class 79 contains 317 members 
Mstep: Class 80 contains 259 members 
Mstep: Class 81 contains 1559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147549360.000000 Penalty: 280990.781250
Iteration 308F: 82 clusters Score -1.475494e+08 nChanged 0
Entering ConstructFrom: 
Score: -147549360.000000 Penalty: 280990.781250
Entering ConstructFrom: 
Trying to split cluster 1 (3323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Entering Unmasked Estep 
Score: -408042.781250 Penalty: 2010.938599
	Iteration 0F: 2 clusters Score -408042.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -404554.031250 Penalty: 4021.877197
	Iteration 0F: 3 clusters Score -404554 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -405389.093750 Penalty: 4021.877197
	Iteration 1F: 3 clusters Score -405389.1 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -405624.437500 Penalty: 4021.877197
	Iteration 2F: 3 clusters Score -405624.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -405774.125000 Penalty: 4021.877197
	Iteration 3F: 3 clusters Score -405774.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -405879.906250 Penalty: 4021.877197
	Iteration 4Q: 3 clusters Score -405879.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -405944.218750 Penalty: 4021.877197
	Iteration 5Q: 3 clusters Score -405944.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -406010.375000 Penalty: 4021.877197
	Iteration 6Q: 3 clusters Score -406010.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -406082.750000 Penalty: 4021.877197
	Iteration 7Q: 3 clusters Score -406082.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -406153.500000 Penalty: 4021.877197
	Iteration 8Q: 3 clusters Score -406153.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -406236.093750 Penalty: 4021.877197
	Iteration 9Q: 3 clusters Score -406236.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -406302.781250 Penalty: 4021.877197
	Iteration 10Q: 3 clusters Score -406302.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -406349.500000 Penalty: 4021.877197
	Iteration 11Q: 3 clusters Score -406349.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -406382.343750 Penalty: 4021.877197
	Iteration 12Q: 3 clusters Score -406382.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -406405.156250 Penalty: 4021.877197
	Iteration 13Q: 3 clusters Score -406405.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -406427.968750 Penalty: 4021.877197
	Iteration 14Q: 3 clusters Score -406428 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -406450.218750 Penalty: 4021.877197
	Iteration 15Q: 3 clusters Score -406450.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -406475.937500 Penalty: 4021.877197
	Iteration 16Q: 3 clusters Score -406475.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -406502.343750 Penalty: 4021.877197
	Iteration 17Q: 3 clusters Score -406502.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -406527.781250 Penalty: 4021.877197
	Iteration 18Q: 3 clusters Score -406527.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -406544.687500 Penalty: 4021.877197
	Iteration 19Q: 3 clusters Score -406544.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -406561.468750 Penalty: 4021.877197
	Iteration 20F: 3 clusters Score -406561.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -406579.187500 Penalty: 4021.877197
	Iteration 21Q: 3 clusters Score -406579.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -406593.843750 Penalty: 4021.877197
	Iteration 22Q: 3 clusters Score -406593.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -406607.718750 Penalty: 4021.877197
	Iteration 23Q: 3 clusters Score -406607.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -406623.625000 Penalty: 4021.877197
	Iteration 24Q: 3 clusters Score -406623.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -406639.343750 Penalty: 4021.877197
	Iteration 25Q: 3 clusters Score -406639.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -406647.843750 Penalty: 4021.877197
	Iteration 26Q: 3 clusters Score -406647.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -406654.187500 Penalty: 4021.877197
	Iteration 27Q: 3 clusters Score -406654.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -406656.781250 Penalty: 4021.877197
	Iteration 28Q: 3 clusters Score -406656.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -406658.218750 Penalty: 4021.877197
	Iteration 29Q: 3 clusters Score -406658.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -406659.843750 Penalty: 4021.877197
	Iteration 30Q: 3 clusters Score -406659.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -406661.500000 Penalty: 4021.877197
	Iteration 31Q: 3 clusters Score -406661.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -406662.281250 Penalty: 4021.877197
	Iteration 32Q: 3 clusters Score -406662.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -406663.500000 Penalty: 4021.877197
	Iteration 33Q: 3 clusters Score -406663.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -406664.968750 Penalty: 4021.877197
	Iteration 34Q: 3 clusters Score -406665 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -406665.687500 Penalty: 4021.877197
	Iteration 35Q: 3 clusters Score -406665.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -406666.437500 Penalty: 4021.877197
	Iteration 36Q: 3 clusters Score -406666.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -406666.875000 Penalty: 4021.877197
	Iteration 37Q: 3 clusters Score -406666.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -406668.625000 Penalty: 4021.877197
	Iteration 38Q: 3 clusters Score -406668.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -406670.062500 Penalty: 4021.877197
	Iteration 39Q: 3 clusters Score -406670.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -406670.187500 Penalty: 4021.877197
	Iteration 40F: 3 clusters Score -406670.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (15360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15360 members 
Entering Unmasked Estep 
Score: -1944015.750000 Penalty: 2390.601318
	Iteration 0F: 2 clusters Score -1944016 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -1933021.125000 Penalty: 4781.202637
	Iteration 0F: 3 clusters Score -1933021 nChanged 6654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -1936770.125000 Penalty: 4781.202637
	Iteration 1F: 3 clusters Score -1936770 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -1937535.375000 Penalty: 4781.202637
	Iteration 2F: 3 clusters Score -1937535 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -1938514.125000 Penalty: 4781.202637
	Iteration 3F: 3 clusters Score -1938514 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 10074 members 
Entering Unmasked Estep 
Score: -1939533.375000 Penalty: 4781.202637
	Iteration 4F: 3 clusters Score -1939533 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 10589 members 
Entering Unmasked Estep 
Score: -1940325.125000 Penalty: 4781.202637
	Iteration 5F: 3 clusters Score -1940325 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 10919 members 
Entering Unmasked Estep 
Score: -1940767.000000 Penalty: 4781.202637
	Iteration 6F: 3 clusters Score -1940767 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 11142 members 
Entering Unmasked Estep 
Score: -1941006.750000 Penalty: 4781.202637
	Iteration 7Q: 3 clusters Score -1941007 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 11291 members 
Entering Unmasked Estep 
Score: -1941120.625000 Penalty: 4781.202637
	Iteration 8Q: 3 clusters Score -1941121 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 11401 members 
Entering Unmasked Estep 
Score: -1941195.125000 Penalty: 4781.202637
	Iteration 9Q: 3 clusters Score -1941195 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 11471 members 
Entering Unmasked Estep 
Score: -1941229.250000 Penalty: 4781.202637
	Iteration 10Q: 3 clusters Score -1941229 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 11510 members 
Entering Unmasked Estep 
Score: -1941252.125000 Penalty: 4781.202637
	Iteration 11Q: 3 clusters Score -1941252 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 11532 members 
Entering Unmasked Estep 
Score: -1941264.375000 Penalty: 4781.202637
	Iteration 12Q: 3 clusters Score -1941264 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 11544 members 
Entering Unmasked Estep 
Score: -1941273.125000 Penalty: 4781.202637
	Iteration 13Q: 3 clusters Score -1941273 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 11560 members 
Entering Unmasked Estep 
Score: -1941291.125000 Penalty: 4781.202637
	Iteration 14Q: 3 clusters Score -1941291 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 11581 members 
Entering Unmasked Estep 
Score: -1941302.000000 Penalty: 4781.202637
	Iteration 15Q: 3 clusters Score -1941302 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 11603 members 
Entering Unmasked Estep 
Score: -1941304.750000 Penalty: 4781.202637
	Iteration 16Q: 3 clusters Score -1941305 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 11609 members 
Entering Unmasked Estep 
Score: -1941303.750000 Penalty: 4781.202637
	Iteration 17Q: 3 clusters Score -1941304 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 11612 members 
Entering Unmasked Estep 
Score: -1941314.000000 Penalty: 4781.202637
	Iteration 18Q: 3 clusters Score -1941314 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 11613 members 
Entering Unmasked Estep 
Score: -1941316.375000 Penalty: 4781.202637
	Iteration 19Q: 3 clusters Score -1941316 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 11617 members 
Entering Unmasked Estep 
Score: -1941317.125000 Penalty: 4781.202637
	Iteration 20F: 3 clusters Score -1941317 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 11628 members 
Entering Unmasked Estep 
Score: -1941318.500000 Penalty: 4781.202637
	Iteration 21Q: 3 clusters Score -1941318 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 11636 members 
Entering Unmasked Estep 
Score: -1941317.125000 Penalty: 4781.202637
	Iteration 22Q: 3 clusters Score -1941317 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 11648 members 
Entering Unmasked Estep 
Score: -1941325.375000 Penalty: 4781.202637
	Iteration 23Q: 3 clusters Score -1941325 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 11657 members 
Entering Unmasked Estep 
Score: -1941330.625000 Penalty: 4781.202637
	Iteration 24Q: 3 clusters Score -1941331 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 11663 members 
Entering Unmasked Estep 
Score: -1941328.125000 Penalty: 4781.202637
	Iteration 25Q: 3 clusters Score -1941328 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 11666 members 
Entering Unmasked Estep 
Score: -1941331.375000 Penalty: 4781.202637
	Iteration 26Q: 3 clusters Score -1941331 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 11669 members 
Entering Unmasked Estep 
Score: -1941332.000000 Penalty: 4781.202637
	Iteration 27Q: 3 clusters Score -1941332 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 11670 members 
Entering Unmasked Estep 
Score: -1941333.375000 Penalty: 4781.202637
	Iteration 28Q: 3 clusters Score -1941333 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 11672 members 
Entering Unmasked Estep 
Score: -1941332.000000 Penalty: 4781.202637
	Iteration 29Q: 3 clusters Score -1941332 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 11673 members 
Entering Unmasked Estep 
Score: -1941330.875000 Penalty: 4781.202637
	Iteration 30Q: 3 clusters Score -1941331 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 11674 members 
Entering Unmasked Estep 
Score: -1941332.000000 Penalty: 4781.202637
	Iteration 31Q: 3 clusters Score -1941332 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 11673 members 
Entering Unmasked Estep 
Score: -1941332.125000 Penalty: 4781.202637
	Iteration 32Q: 3 clusters Score -1941332 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 11672 members 
Entering Unmasked Estep 
Score: -1941332.625000 Penalty: 4781.202637
	Iteration 33Q: 3 clusters Score -1941333 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 11672 members 
Entering Unmasked Estep 
Score: -1941332.625000 Penalty: 4781.202637
	Iteration 34F: 3 clusters Score -1941333 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (27043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27043 members 
Entering Unmasked Estep 
Score: -3441987.750000 Penalty: 2530.885498
	Iteration 0F: 2 clusters Score -3441988 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13458 members 
Mstep: Class 2 contains 13585 members 
Entering Unmasked Estep 
Score: -3423401.750000 Penalty: 5061.770996
	Iteration 0F: 3 clusters Score -3423402 nChanged 12149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13035 members 
Mstep: Class 2 contains 14008 members 
Entering Unmasked Estep 
Score: -3430014.750000 Penalty: 5061.770996
	Iteration 1F: 3 clusters Score -3430015 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12729 members 
Mstep: Class 2 contains 14314 members 
Entering Unmasked Estep 
Score: -3430487.250000 Penalty: 5061.770996
	Iteration 2Q: 3 clusters Score -3430487 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12246 members 
Mstep: Class 2 contains 14797 members 
Entering Unmasked Estep 
Score: -3430958.750000 Penalty: 5061.770996
	Iteration 3Q: 3 clusters Score -3430959 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11597 members 
Mstep: Class 2 contains 15446 members 
Entering Unmasked Estep 
Score: -3431459.750000 Penalty: 5061.770996
	Iteration 4Q: 3 clusters Score -3431460 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10755 members 
Mstep: Class 2 contains 16288 members 
Entering Unmasked Estep 
Score: -3432175.250000 Penalty: 5061.770996
	Iteration 5Q: 3 clusters Score -3432175 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 17373 members 
Entering Unmasked Estep 
Score: -3433162.500000 Penalty: 5061.770996
	Iteration 6F: 3 clusters Score -3433162 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 18728 members 
Entering Unmasked Estep 
Score: -3434459.750000 Penalty: 5061.770996
	Iteration 7F: 3 clusters Score -3434460 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 20093 members 
Entering Unmasked Estep 
Score: -3435937.250000 Penalty: 5061.770996
	Iteration 8F: 3 clusters Score -3435937 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 21271 members 
Entering Unmasked Estep 
Score: -3437408.500000 Penalty: 5061.770996
	Iteration 9F: 3 clusters Score -3437408 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 22177 members 
Entering Unmasked Estep 
Score: -3438657.500000 Penalty: 5061.770996
	Iteration 10Q: 3 clusters Score -3438658 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 22725 members 
Entering Unmasked Estep 
Score: -3439616.750000 Penalty: 5061.770996
	Iteration 11Q: 3 clusters Score -3439617 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 23044 members 
Entering Unmasked Estep 
Score: -3440087.500000 Penalty: 5061.770996
	Iteration 12Q: 3 clusters Score -3440088 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 23261 members 
Entering Unmasked Estep 
Score: -3440273.000000 Penalty: 5061.770996
	Iteration 13Q: 3 clusters Score -3440273 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 23425 members 
Entering Unmasked Estep 
Score: -3440353.750000 Penalty: 5061.770996
	Iteration 14Q: 3 clusters Score -3440354 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 23564 members 
Entering Unmasked Estep 
Score: -3440415.750000 Penalty: 5061.770996
	Iteration 15Q: 3 clusters Score -3440416 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 23681 members 
Entering Unmasked Estep 
Score: -3440453.500000 Penalty: 5061.770996
	Iteration 16Q: 3 clusters Score -3440454 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 23764 members 
Entering Unmasked Estep 
Score: -3440473.750000 Penalty: 5061.770996
	Iteration 17Q: 3 clusters Score -3440474 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 23826 members 
Entering Unmasked Estep 
Score: -3440500.750000 Penalty: 5061.770996
	Iteration 18Q: 3 clusters Score -3440501 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 23893 members 
Entering Unmasked Estep 
Score: -3440515.000000 Penalty: 5061.770996
	Iteration 19Q: 3 clusters Score -3440515 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 23950 members 
Entering Unmasked Estep 
Score: -3440528.000000 Penalty: 5061.770996
	Iteration 20F: 3 clusters Score -3440528 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 23990 members 
Entering Unmasked Estep 
Score: -3440534.250000 Penalty: 5061.770996
	Iteration 21Q: 3 clusters Score -3440534 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 24022 members 
Entering Unmasked Estep 
Score: -3440540.000000 Penalty: 5061.770996
	Iteration 22Q: 3 clusters Score -3440540 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 24048 members 
Entering Unmasked Estep 
Score: -3440549.000000 Penalty: 5061.770996
	Iteration 23Q: 3 clusters Score -3440549 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 24081 members 
Entering Unmasked Estep 
Score: -3440552.750000 Penalty: 5061.770996
	Iteration 24Q: 3 clusters Score -3440553 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 24103 members 
Entering Unmasked Estep 
Score: -3440561.750000 Penalty: 5061.770996
	Iteration 25Q: 3 clusters Score -3440562 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 24122 members 
Entering Unmasked Estep 
Score: -3440565.000000 Penalty: 5061.770996
	Iteration 26Q: 3 clusters Score -3440565 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 24150 members 
Entering Unmasked Estep 
Score: -3440570.750000 Penalty: 5061.770996
	Iteration 27Q: 3 clusters Score -3440571 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 24170 members 
Entering Unmasked Estep 
Score: -3440578.250000 Penalty: 5061.770996
	Iteration 28Q: 3 clusters Score -3440578 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 24196 members 
Entering Unmasked Estep 
Score: -3440578.250000 Penalty: 5061.770996
	Iteration 29Q: 3 clusters Score -3440578 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 24217 members 
Entering Unmasked Estep 
Score: -3440576.750000 Penalty: 5061.770996
	Iteration 30Q: 3 clusters Score -3440577 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 24241 members 
Entering Unmasked Estep 
Score: -3440578.750000 Penalty: 5061.770996
	Iteration 31Q: 3 clusters Score -3440579 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 24262 members 
Entering Unmasked Estep 
Score: -3440593.750000 Penalty: 5061.770996
	Iteration 32Q: 3 clusters Score -3440594 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 24275 members 
Entering Unmasked Estep 
Score: -3440599.500000 Penalty: 5061.770996
	Iteration 33Q: 3 clusters Score -3440600 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 24287 members 
Entering Unmasked Estep 
Score: -3440598.000000 Penalty: 5061.770996
	Iteration 34Q: 3 clusters Score -3440598 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 24294 members 
Entering Unmasked Estep 
Score: -3440596.500000 Penalty: 5061.770996
	Iteration 35Q: 3 clusters Score -3440596 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 24301 members 
Entering Unmasked Estep 
Score: -3440599.250000 Penalty: 5061.770996
	Iteration 36Q: 3 clusters Score -3440599 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 24314 members 
Entering Unmasked Estep 
Score: -3440599.500000 Penalty: 5061.770996
	Iteration 37Q: 3 clusters Score -3440600 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 24327 members 
Entering Unmasked Estep 
Score: -3440605.750000 Penalty: 5061.770996
	Iteration 38Q: 3 clusters Score -3440606 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 24332 members 
Entering Unmasked Estep 
Score: -3440602.000000 Penalty: 5061.770996
	Iteration 39Q: 3 clusters Score -3440602 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 24333 members 
Entering Unmasked Estep 
Score: -3440601.500000 Penalty: 5061.770996
	Iteration 40F: 3 clusters Score -3440602 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 24334 members 
Entering Unmasked Estep 
Score: -3440601.250000 Penalty: 5061.770996
	Iteration 41Q: 3 clusters Score -3440601 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 24336 members 
Entering Unmasked Estep 
Score: -3440603.000000 Penalty: 5061.770996
	Iteration 42Q: 3 clusters Score -3440603 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 24339 members 
Entering Unmasked Estep 
Score: -3440602.750000 Penalty: 5061.770996
	Iteration 43Q: 3 clusters Score -3440603 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 24339 members 
Entering Unmasked Estep 
Score: -3440602.750000 Penalty: 5061.770996
	Iteration 44Q: 3 clusters Score -3440603 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 24341 members 
Entering Unmasked Estep 
Score: -3440602.750000 Penalty: 5061.770996
	Iteration 45Q: 3 clusters Score -3440603 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 24342 members 
Entering Unmasked Estep 
Score: -3440605.500000 Penalty: 5061.770996
	Iteration 46Q: 3 clusters Score -3440606 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 24342 members 
Entering Unmasked Estep 
Score: -3440605.500000 Penalty: 5061.770996
	Iteration 47F: 3 clusters Score -3440606 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (35842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35842 members 
Entering Unmasked Estep 
Score: -4514462.000000 Penalty: 2600.745117
	Iteration 0F: 2 clusters Score -4514462 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17871 members 
Mstep: Class 2 contains 17971 members 
Entering Unmasked Estep 
Score: -4490042.000000 Penalty: 5201.490234
	Iteration 0F: 3 clusters Score -4490042 nChanged 16415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17668 members 
Mstep: Class 2 contains 18174 members 
Entering Unmasked Estep 
Score: -4499156.500000 Penalty: 5201.490234
	Iteration 1F: 3 clusters Score -4499156 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17570 members 
Mstep: Class 2 contains 18272 members 
Entering Unmasked Estep 
Score: -4499912.500000 Penalty: 5201.490234
	Iteration 2F: 3 clusters Score -4499912 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17454 members 
Mstep: Class 2 contains 18388 members 
Entering Unmasked Estep 
Score: -4500717.000000 Penalty: 5201.490234
	Iteration 3F: 3 clusters Score -4500717 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17363 members 
Mstep: Class 2 contains 18479 members 
Entering Unmasked Estep 
Score: -4501577.000000 Penalty: 5201.490234
	Iteration 4F: 3 clusters Score -4501577 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17344 members 
Mstep: Class 2 contains 18498 members 
Entering Unmasked Estep 
Score: -4502498.000000 Penalty: 5201.490234
	Iteration 5F: 3 clusters Score -4502498 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17375 members 
Mstep: Class 2 contains 18467 members 
Entering Unmasked Estep 
Score: -4503608.500000 Penalty: 5201.490234
	Iteration 6F: 3 clusters Score -4503608 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17525 members 
Mstep: Class 2 contains 18317 members 
Entering Unmasked Estep 
Score: -4504755.500000 Penalty: 5201.490234
	Iteration 7F: 3 clusters Score -4504756 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17847 members 
Mstep: Class 2 contains 17995 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 18245 members 
Mstep: Class 2 contains 17597 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 18693 members 
Mstep: Class 2 contains 17149 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 19116 members 
Mstep: Class 2 contains 16726 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 19599 members 
Mstep: Class 2 contains 16243 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 20073 members 
Mstep: Class 2 contains 15769 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -4508528 nChanged 592
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Mstep: Class 1 contains 20571 members 
Mstep: Class 2 contains 15271 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 21044 members 
Mstep: Class 2 contains 14798 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 21527 members 
Mstep: Class 2 contains 14315 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 21986 members 
Mstep: Class 2 contains 13856 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 22412 members 
Mstep: Class 2 contains 13430 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 22800 members 
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Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -4509540 nChanged 426
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Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -4509649 nChanged 431
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Mstep: Class 1 contains 23597 members 
Mstep: Class 2 contains 12245 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -4509807 nChanged 432
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Mstep: Class 1 contains 23991 members 
Mstep: Class 2 contains 11851 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -4509928 nChanged 417
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Mstep: Class 1 contains 24384 members 
Mstep: Class 2 contains 11458 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -4510053 nChanged 432
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Mstep: Class 1 contains 24784 members 
Mstep: Class 2 contains 11058 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 25151 members 
Mstep: Class 2 contains 10691 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 25476 members 
Mstep: Class 2 contains 10366 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -4510375 nChanged 347
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Mstep: Class 1 contains 25781 members 
Mstep: Class 2 contains 10061 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -4510482 nChanged 351
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Mstep: Class 1 contains 26098 members 
Mstep: Class 2 contains 9744 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -4510592 nChanged 331
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Mstep: Class 1 contains 26377 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -4510678 nChanged 296
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Mstep: Class 1 contains 26625 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -4510744 nChanged 262
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Mstep: Class 1 contains 26837 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -4510807 nChanged 247
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Mstep: Class 1 contains 27052 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -4510872 nChanged 269
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Mstep: Class 1 contains 27281 members 
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Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -4510936 nChanged 242
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -4511068 nChanged 235
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Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -4511114 nChanged 245
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Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -4511186 nChanged 229
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Mstep: Class 1 contains 28319 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -4511269 nChanged 199
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Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -4511329 nChanged 176
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Mstep: Class 1 contains 28778 members 
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Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -4511361 nChanged 146
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Mstep: Class 1 contains 28906 members 
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Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -4511376 nChanged 148
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Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -4511414 nChanged 158
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Mstep: Class 1 contains 29186 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 29301 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 29429 members 
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Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -4511512 nChanged 106
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Mstep: Class 1 contains 29509 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -4511529 nChanged 106
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Mstep: Class 1 contains 29595 members 
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Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -4511549 nChanged 105
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Mstep: Class 1 contains 29680 members 
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Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -4511569 nChanged 87
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Mstep: Class 1 contains 29755 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -4511587 nChanged 87
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29828 members 
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Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -4511594 nChanged 87
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Mstep: Class 1 contains 29905 members 
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Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -4511616 nChanged 74
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Mstep: Class 1 contains 29967 members 
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Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -4511619 nChanged 71
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Mstep: Class 1 contains 30032 members 
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Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -4511630 nChanged 70
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Mstep: Class 1 contains 30092 members 
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Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -4511640 nChanged 73
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Mstep: Class 1 contains 30147 members 
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Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -4511660 nChanged 67
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Mstep: Class 1 contains 30188 members 
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Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -4511675 nChanged 57
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Mstep: Class 1 contains 30229 members 
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Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -4511688 nChanged 53
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Mstep: Class 1 contains 30272 members 
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Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -4511700 nChanged 57
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Mstep: Class 1 contains 30323 members 
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Entering Unmasked Estep 
Score: -4511720.500000 Penalty: 5201.490234
	Iteration 60F: 3 clusters Score -4511720 nChanged 49
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Mstep: Class 1 contains 30362 members 
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Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -4511712 nChanged 67
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Mstep: Class 1 contains 30421 members 
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	Iteration 62Q: 3 clusters Score -4511716 nChanged 60
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Mstep: Class 1 contains 30465 members 
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Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -4511728 nChanged 60
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Mstep: Class 1 contains 30507 members 
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Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -4511746 nChanged 71
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Mstep: Class 1 contains 30556 members 
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	Iteration 65Q: 3 clusters Score -4511754 nChanged 73
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Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -4511758 nChanged 65
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Mstep: Class 1 contains 30672 members 
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Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -4511772 nChanged 66
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Mstep: Class 1 contains 30722 members 
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Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -4511790 nChanged 74
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Mstep: Class 1 contains 30776 members 
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	Iteration 69Q: 3 clusters Score -4511782 nChanged 71
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Mstep: Class 1 contains 30825 members 
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Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -4511798 nChanged 60
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Mstep: Class 1 contains 30869 members 
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Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -4511806 nChanged 53
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Mstep: Class 1 contains 30910 members 
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Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -4511806 nChanged 52
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Mstep: Class 1 contains 30950 members 
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Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -4511809 nChanged 59
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Entering Unmasked Estep 
Score: -4511825.500000 Penalty: 5201.490234
	Iteration 74Q: 3 clusters Score -4511826 nChanged 57
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Mstep: Class 1 contains 31048 members 
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Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -4511832 nChanged 50
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	Iteration 76Q: 3 clusters Score -4511832 nChanged 64
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	Iteration 77Q: 3 clusters Score -4511844 nChanged 58
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Mstep: Class 1 contains 31210 members 
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	Iteration 78Q: 3 clusters Score -4511852 nChanged 64
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	Iteration 79Q: 3 clusters Score -4511860 nChanged 50
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Mstep: Class 1 contains 31314 members 
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	Iteration 80F: 3 clusters Score -4511871 nChanged 42
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	Iteration 81Q: 3 clusters Score -4511872 nChanged 46
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Mstep: Class 1 contains 31392 members 
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	Iteration 82Q: 3 clusters Score -4511882 nChanged 46
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Mstep: Class 1 contains 31434 members 
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	Iteration 83Q: 3 clusters Score -4511894 nChanged 45
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	Iteration 84Q: 3 clusters Score -4511899 nChanged 61
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	Iteration 85Q: 3 clusters Score -4511912 nChanged 54
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	Iteration 86Q: 3 clusters Score -4511920 nChanged 57
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	Iteration 87Q: 3 clusters Score -4511928 nChanged 49
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	Iteration 88Q: 3 clusters Score -4511939 nChanged 41
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	Iteration 89Q: 3 clusters Score -4511961 nChanged 47
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	Iteration 90Q: 3 clusters Score -4511954 nChanged 45
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	Iteration 91Q: 3 clusters Score -4511970 nChanged 38
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	Iteration 92Q: 3 clusters Score -4511986 nChanged 38
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	Iteration 93Q: 3 clusters Score -4511986 nChanged 37
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	Iteration 94Q: 3 clusters Score -4512004 nChanged 28
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	Iteration 95Q: 3 clusters Score -4512009 nChanged 31
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	Iteration 96Q: 3 clusters Score -4512014 nChanged 29
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	Iteration 97Q: 3 clusters Score -4512021 nChanged 24
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	Iteration 98Q: 3 clusters Score -4512026 nChanged 26
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	Iteration 99Q: 3 clusters Score -4512036 nChanged 35
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	Iteration 100F: 3 clusters Score -4512048 nChanged 38
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -4512038 nChanged 35
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Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -4512039.500000 Penalty: 5201.490234
	Iteration 102Q: 3 clusters Score -4512040 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32114 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -4512049.000000 Penalty: 5201.490234
	Iteration 103Q: 3 clusters Score -4512049 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32159 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -4512064.500000 Penalty: 5201.490234
	Iteration 104Q: 3 clusters Score -4512064 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32208 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -4512073.000000 Penalty: 5201.490234
	Iteration 105Q: 3 clusters Score -4512073 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32253 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -4512074.000000 Penalty: 5201.490234
	Iteration 106Q: 3 clusters Score -4512074 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32292 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -4512085.500000 Penalty: 5201.490234
	Iteration 107Q: 3 clusters Score -4512086 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32331 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -4512092.500000 Penalty: 5201.490234
	Iteration 108Q: 3 clusters Score -4512092 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32367 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -4512100.000000 Penalty: 5201.490234
	Iteration 109Q: 3 clusters Score -4512100 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32401 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -4512100.500000 Penalty: 5201.490234
	Iteration 110Q: 3 clusters Score -4512100 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32435 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -4512112.000000 Penalty: 5201.490234
	Iteration 111Q: 3 clusters Score -4512112 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32474 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -4512119.500000 Penalty: 5201.490234
	Iteration 112Q: 3 clusters Score -4512120 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32512 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -4512128.000000 Penalty: 5201.490234
	Iteration 113Q: 3 clusters Score -4512128 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32559 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -4512145.000000 Penalty: 5201.490234
	Iteration 114Q: 3 clusters Score -4512145 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32606 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -4512159.000000 Penalty: 5201.490234
	Iteration 115Q: 3 clusters Score -4512159 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32650 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -4512168.000000 Penalty: 5201.490234
	Iteration 116Q: 3 clusters Score -4512168 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32689 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -4512166.500000 Penalty: 5201.490234
	Iteration 117Q: 3 clusters Score -4512166 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32722 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -4512170.000000 Penalty: 5201.490234
	Iteration 118Q: 3 clusters Score -4512170 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32752 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -4512188.000000 Penalty: 5201.490234
	Iteration 119Q: 3 clusters Score -4512188 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32787 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -4512190.000000 Penalty: 5201.490234
	Iteration 120F: 3 clusters Score -4512190 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32832 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -4512205.000000 Penalty: 5201.490234
	Iteration 121Q: 3 clusters Score -4512205 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32879 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -4512229.000000 Penalty: 5201.490234
	Iteration 122Q: 3 clusters Score -4512229 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32927 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -4512241.500000 Penalty: 5201.490234
	Iteration 123Q: 3 clusters Score -4512242 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32981 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -4512271.000000 Penalty: 5201.490234
	Iteration 124Q: 3 clusters Score -4512271 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33023 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -4512283.500000 Penalty: 5201.490234
	Iteration 125Q: 3 clusters Score -4512284 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33061 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -4512299.500000 Penalty: 5201.490234
	Iteration 126Q: 3 clusters Score -4512300 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33096 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -4512308.500000 Penalty: 5201.490234
	Iteration 127Q: 3 clusters Score -4512308 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33134 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -4512313.500000 Penalty: 5201.490234
	Iteration 128Q: 3 clusters Score -4512314 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33149 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -4512322.500000 Penalty: 5201.490234
	Iteration 129Q: 3 clusters Score -4512322 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33174 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -4512332.000000 Penalty: 5201.490234
	Iteration 130Q: 3 clusters Score -4512332 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33190 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -4512324.500000 Penalty: 5201.490234
	Iteration 131Q: 3 clusters Score -4512324 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33216 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -4512336.000000 Penalty: 5201.490234
	Iteration 132Q: 3 clusters Score -4512336 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33245 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -4512344.000000 Penalty: 5201.490234
	Iteration 133Q: 3 clusters Score -4512344 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33280 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -4512356.500000 Penalty: 5201.490234
	Iteration 134Q: 3 clusters Score -4512356 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33309 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -4512357.000000 Penalty: 5201.490234
	Iteration 135Q: 3 clusters Score -4512357 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33343 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -4512370.000000 Penalty: 5201.490234
	Iteration 136Q: 3 clusters Score -4512370 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33356 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -4512374.500000 Penalty: 5201.490234
	Iteration 137Q: 3 clusters Score -4512374 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33366 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -4512369.500000 Penalty: 5201.490234
	Iteration 138Q: 3 clusters Score -4512370 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33376 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -4512371.000000 Penalty: 5201.490234
	Iteration 139Q: 3 clusters Score -4512371 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33393 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -4512384.500000 Penalty: 5201.490234
	Iteration 140F: 3 clusters Score -4512384 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33410 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -4512380.000000 Penalty: 5201.490234
	Iteration 141Q: 3 clusters Score -4512380 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33426 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -4512381.500000 Penalty: 5201.490234
	Iteration 142Q: 3 clusters Score -4512382 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33441 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -4512387.000000 Penalty: 5201.490234
	Iteration 143Q: 3 clusters Score -4512387 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33450 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -4512382.500000 Penalty: 5201.490234
	Iteration 144Q: 3 clusters Score -4512382 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33454 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -4512387.000000 Penalty: 5201.490234
	Iteration 145Q: 3 clusters Score -4512387 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33458 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -4512384.500000 Penalty: 5201.490234
	Iteration 146Q: 3 clusters Score -4512384 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33460 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -4512389.000000 Penalty: 5201.490234
	Iteration 147Q: 3 clusters Score -4512389 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33461 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -4512384.500000 Penalty: 5201.490234
	Iteration 148Q: 3 clusters Score -4512384 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33465 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -4512390.500000 Penalty: 5201.490234
	Iteration 149Q: 3 clusters Score -4512390 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33470 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -4512388.500000 Penalty: 5201.490234
	Iteration 150Q: 3 clusters Score -4512388 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33478 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -4512398.500000 Penalty: 5201.490234
	Iteration 151Q: 3 clusters Score -4512398 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33484 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -4512399.000000 Penalty: 5201.490234
	Iteration 152Q: 3 clusters Score -4512399 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33486 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -4512393.500000 Penalty: 5201.490234
	Iteration 153Q: 3 clusters Score -4512394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33490 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -4512395.000000 Penalty: 5201.490234
	Iteration 154Q: 3 clusters Score -4512395 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33492 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -4512396.000000 Penalty: 5201.490234
	Iteration 155Q: 3 clusters Score -4512396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33494 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -4512399.500000 Penalty: 5201.490234
	Iteration 156Q: 3 clusters Score -4512400 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33494 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -4512399.500000 Penalty: 5201.490234
	Iteration 157F: 3 clusters Score -4512400 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (21352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21352 members 
Entering Unmasked Estep 
Score: -2714352.500000 Penalty: 2472.287354
	Iteration 0F: 2 clusters Score -2714352 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 10619 members 
Entering Unmasked Estep 
Score: -2699539.250000 Penalty: 4944.574707
	Iteration 0F: 3 clusters Score -2699539 nChanged 9349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11268 members 
Mstep: Class 2 contains 10084 members 
Entering Unmasked Estep 
Score: -2704737.750000 Penalty: 4944.574707
	Iteration 1F: 3 clusters Score -2704738 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11541 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -2705294.500000 Penalty: 4944.574707
	Iteration 2F: 3 clusters Score -2705294 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11855 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -2705869.250000 Penalty: 4944.574707
	Iteration 3F: 3 clusters Score -2705869 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12179 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -2706412.500000 Penalty: 4944.574707
	Iteration 4F: 3 clusters Score -2706412 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12488 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
Score: -2706896.000000 Penalty: 4944.574707
	Iteration 5Q: 3 clusters Score -2706896 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12764 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -2707418.250000 Penalty: 4944.574707
	Iteration 6Q: 3 clusters Score -2707418 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13063 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -2707991.500000 Penalty: 4944.574707
	Iteration 7Q: 3 clusters Score -2707992 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13377 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -2708663.250000 Penalty: 4944.574707
	Iteration 8Q: 3 clusters Score -2708663 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13656 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -2709378.500000 Penalty: 4944.574707
	Iteration 9Q: 3 clusters Score -2709378 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13889 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -2710001.250000 Penalty: 4944.574707
	Iteration 10Q: 3 clusters Score -2710001 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14061 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -2710492.750000 Penalty: 4944.574707
	Iteration 11Q: 3 clusters Score -2710493 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14186 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -2710823.250000 Penalty: 4944.574707
	Iteration 12Q: 3 clusters Score -2710823 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14312 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -2711003.250000 Penalty: 4944.574707
	Iteration 13Q: 3 clusters Score -2711003 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14430 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -2711151.500000 Penalty: 4944.574707
	Iteration 14Q: 3 clusters Score -2711152 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14525 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -2711257.750000 Penalty: 4944.574707
	Iteration 15Q: 3 clusters Score -2711258 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14605 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -2711340.750000 Penalty: 4944.574707
	Iteration 16Q: 3 clusters Score -2711341 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14680 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -2711382.500000 Penalty: 4944.574707
	Iteration 17Q: 3 clusters Score -2711382 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14763 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -2711415.750000 Penalty: 4944.574707
	Iteration 18Q: 3 clusters Score -2711416 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14836 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -2711456.750000 Penalty: 4944.574707
	Iteration 19Q: 3 clusters Score -2711457 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14908 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -2711481.250000 Penalty: 4944.574707
	Iteration 20F: 3 clusters Score -2711481 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14961 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -2711492.000000 Penalty: 4944.574707
	Iteration 21Q: 3 clusters Score -2711492 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14997 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -2711500.000000 Penalty: 4944.574707
	Iteration 22Q: 3 clusters Score -2711500 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15034 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -2711512.250000 Penalty: 4944.574707
	Iteration 23Q: 3 clusters Score -2711512 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15069 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -2711529.250000 Penalty: 4944.574707
	Iteration 24Q: 3 clusters Score -2711529 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15125 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -2711549.000000 Penalty: 4944.574707
	Iteration 25Q: 3 clusters Score -2711549 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15175 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -2711560.250000 Penalty: 4944.574707
	Iteration 26Q: 3 clusters Score -2711560 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15238 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -2711576.500000 Penalty: 4944.574707
	Iteration 27Q: 3 clusters Score -2711576 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15301 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -2711597.250000 Penalty: 4944.574707
	Iteration 28Q: 3 clusters Score -2711597 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15363 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -2711599.250000 Penalty: 4944.574707
	Iteration 29Q: 3 clusters Score -2711599 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15430 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -2711626.500000 Penalty: 4944.574707
	Iteration 30Q: 3 clusters Score -2711626 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15488 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -2711631.750000 Penalty: 4944.574707
	Iteration 31Q: 3 clusters Score -2711632 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15524 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -2711636.000000 Penalty: 4944.574707
	Iteration 32Q: 3 clusters Score -2711636 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15557 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -2711644.250000 Penalty: 4944.574707
	Iteration 33Q: 3 clusters Score -2711644 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15594 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -2711638.750000 Penalty: 4944.574707
	Iteration 34Q: 3 clusters Score -2711639 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15627 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -2711645.250000 Penalty: 4944.574707
	Iteration 35Q: 3 clusters Score -2711645 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15652 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -2711647.250000 Penalty: 4944.574707
	Iteration 36Q: 3 clusters Score -2711647 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15676 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -2711659.500000 Penalty: 4944.574707
	Iteration 37Q: 3 clusters Score -2711660 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15702 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -2711659.000000 Penalty: 4944.574707
	Iteration 38Q: 3 clusters Score -2711659 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15726 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -2711665.750000 Penalty: 4944.574707
	Iteration 39Q: 3 clusters Score -2711666 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15757 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -2711664.250000 Penalty: 4944.574707
	Iteration 40F: 3 clusters Score -2711664 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15792 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -2711672.000000 Penalty: 4944.574707
	Iteration 41Q: 3 clusters Score -2711672 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15834 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -2711680.500000 Penalty: 4944.574707
	Iteration 42Q: 3 clusters Score -2711680 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15873 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -2711685.000000 Penalty: 4944.574707
	Iteration 43Q: 3 clusters Score -2711685 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15907 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -2711686.750000 Penalty: 4944.574707
	Iteration 44Q: 3 clusters Score -2711687 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15950 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -2711696.500000 Penalty: 4944.574707
	Iteration 45Q: 3 clusters Score -2711696 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15982 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -2711698.250000 Penalty: 4944.574707
	Iteration 46Q: 3 clusters Score -2711698 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16015 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -2711713.750000 Penalty: 4944.574707
	Iteration 47Q: 3 clusters Score -2711714 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16055 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -2711713.500000 Penalty: 4944.574707
	Iteration 48Q: 3 clusters Score -2711714 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16095 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -2711719.500000 Penalty: 4944.574707
	Iteration 49Q: 3 clusters Score -2711720 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16118 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -2711720.500000 Penalty: 4944.574707
	Iteration 50Q: 3 clusters Score -2711720 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16144 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -2711726.500000 Penalty: 4944.574707
	Iteration 51Q: 3 clusters Score -2711726 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16165 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -2711732.000000 Penalty: 4944.574707
	Iteration 52Q: 3 clusters Score -2711732 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16181 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -2711736.750000 Penalty: 4944.574707
	Iteration 53Q: 3 clusters Score -2711737 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16199 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -2711740.000000 Penalty: 4944.574707
	Iteration 54Q: 3 clusters Score -2711740 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16220 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -2711741.750000 Penalty: 4944.574707
	Iteration 55Q: 3 clusters Score -2711742 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16241 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -2711745.000000 Penalty: 4944.574707
	Iteration 56Q: 3 clusters Score -2711745 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16266 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -2711745.750000 Penalty: 4944.574707
	Iteration 57Q: 3 clusters Score -2711746 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16284 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -2711752.250000 Penalty: 4944.574707
	Iteration 58Q: 3 clusters Score -2711752 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16301 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -2711748.000000 Penalty: 4944.574707
	Iteration 59Q: 3 clusters Score -2711748 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16315 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -2711749.750000 Penalty: 4944.574707
	Iteration 60F: 3 clusters Score -2711750 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16333 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -2711756.250000 Penalty: 4944.574707
	Iteration 61Q: 3 clusters Score -2711756 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16355 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -2711759.750000 Penalty: 4944.574707
	Iteration 62Q: 3 clusters Score -2711760 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16375 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -2711759.250000 Penalty: 4944.574707
	Iteration 63Q: 3 clusters Score -2711759 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16393 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -2711767.250000 Penalty: 4944.574707
	Iteration 64Q: 3 clusters Score -2711767 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16420 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -2711770.250000 Penalty: 4944.574707
	Iteration 65Q: 3 clusters Score -2711770 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16451 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -2711772.500000 Penalty: 4944.574707
	Iteration 66Q: 3 clusters Score -2711772 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16480 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -2711771.750000 Penalty: 4944.574707
	Iteration 67Q: 3 clusters Score -2711772 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16506 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -2711779.750000 Penalty: 4944.574707
	Iteration 68Q: 3 clusters Score -2711780 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16542 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -2711782.500000 Penalty: 4944.574707
	Iteration 69Q: 3 clusters Score -2711782 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16573 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -2711784.000000 Penalty: 4944.574707
	Iteration 70Q: 3 clusters Score -2711784 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16599 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -2711796.250000 Penalty: 4944.574707
	Iteration 71Q: 3 clusters Score -2711796 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16626 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -2711786.250000 Penalty: 4944.574707
	Iteration 72Q: 3 clusters Score -2711786 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16649 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -2711789.000000 Penalty: 4944.574707
	Iteration 73Q: 3 clusters Score -2711789 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16683 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -2711794.000000 Penalty: 4944.574707
	Iteration 74Q: 3 clusters Score -2711794 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16718 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -2711795.000000 Penalty: 4944.574707
	Iteration 75Q: 3 clusters Score -2711795 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16742 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -2711800.750000 Penalty: 4944.574707
	Iteration 76Q: 3 clusters Score -2711801 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16757 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -2711808.500000 Penalty: 4944.574707
	Iteration 77Q: 3 clusters Score -2711808 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16767 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -2711814.000000 Penalty: 4944.574707
	Iteration 78Q: 3 clusters Score -2711814 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16782 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -2711806.750000 Penalty: 4944.574707
	Iteration 79Q: 3 clusters Score -2711807 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16800 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -2711812.500000 Penalty: 4944.574707
	Iteration 80F: 3 clusters Score -2711812 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16811 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -2711819.750000 Penalty: 4944.574707
	Iteration 81Q: 3 clusters Score -2711820 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16819 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -2711820.000000 Penalty: 4944.574707
	Iteration 82Q: 3 clusters Score -2711820 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16828 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -2711823.000000 Penalty: 4944.574707
	Iteration 83Q: 3 clusters Score -2711823 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16838 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -2711823.250000 Penalty: 4944.574707
	Iteration 84Q: 3 clusters Score -2711823 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16848 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -2711821.500000 Penalty: 4944.574707
	Iteration 85Q: 3 clusters Score -2711822 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16859 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -2711825.500000 Penalty: 4944.574707
	Iteration 86Q: 3 clusters Score -2711826 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16869 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -2711832.750000 Penalty: 4944.574707
	Iteration 87Q: 3 clusters Score -2711833 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16883 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -2711834.250000 Penalty: 4944.574707
	Iteration 88Q: 3 clusters Score -2711834 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16895 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -2711835.500000 Penalty: 4944.574707
	Iteration 89Q: 3 clusters Score -2711836 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16908 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -2711840.000000 Penalty: 4944.574707
	Iteration 90Q: 3 clusters Score -2711840 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16916 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -2711839.250000 Penalty: 4944.574707
	Iteration 91Q: 3 clusters Score -2711839 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16926 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -2711842.250000 Penalty: 4944.574707
	Iteration 92Q: 3 clusters Score -2711842 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16934 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -2711837.500000 Penalty: 4944.574707
	Iteration 93Q: 3 clusters Score -2711838 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16943 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -2711841.250000 Penalty: 4944.574707
	Iteration 94Q: 3 clusters Score -2711841 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16955 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -2711845.000000 Penalty: 4944.574707
	Iteration 95Q: 3 clusters Score -2711845 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16965 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -2711845.500000 Penalty: 4944.574707
	Iteration 96Q: 3 clusters Score -2711846 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16971 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -2711849.000000 Penalty: 4944.574707
	Iteration 97Q: 3 clusters Score -2711849 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16976 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -2711848.500000 Penalty: 4944.574707
	Iteration 98Q: 3 clusters Score -2711848 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16982 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -2711849.750000 Penalty: 4944.574707
	Iteration 99Q: 3 clusters Score -2711850 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16991 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -2711849.250000 Penalty: 4944.574707
	Iteration 100F: 3 clusters Score -2711849 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17002 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -2711848.250000 Penalty: 4944.574707
	Iteration 101Q: 3 clusters Score -2711848 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17008 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -2711846.500000 Penalty: 4944.574707
	Iteration 102Q: 3 clusters Score -2711846 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17014 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -2711849.500000 Penalty: 4944.574707
	Iteration 103Q: 3 clusters Score -2711850 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17020 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -2711849.750000 Penalty: 4944.574707
	Iteration 104Q: 3 clusters Score -2711850 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17025 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -2711849.500000 Penalty: 4944.574707
	Iteration 105Q: 3 clusters Score -2711850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17027 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -2711850.750000 Penalty: 4944.574707
	Iteration 106Q: 3 clusters Score -2711851 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17031 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -2711850.750000 Penalty: 4944.574707
	Iteration 107Q: 3 clusters Score -2711851 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17035 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -2711851.500000 Penalty: 4944.574707
	Iteration 108Q: 3 clusters Score -2711852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17037 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -2711851.000000 Penalty: 4944.574707
	Iteration 109Q: 3 clusters Score -2711851 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17039 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -2711849.250000 Penalty: 4944.574707
	Iteration 110Q: 3 clusters Score -2711849 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17043 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -2711852.750000 Penalty: 4944.574707
	Iteration 111Q: 3 clusters Score -2711853 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17044 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -2711857.000000 Penalty: 4944.574707
	Iteration 112Q: 3 clusters Score -2711857 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17043 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -2711856.500000 Penalty: 4944.574707
	Iteration 113Q: 3 clusters Score -2711856 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17045 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -2711854.250000 Penalty: 4944.574707
	Iteration 114Q: 3 clusters Score -2711854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17045 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -2711852.500000 Penalty: 4944.574707
	Iteration 115Q: 3 clusters Score -2711852 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17045 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -2711852.500000 Penalty: 4944.574707
	Iteration 116F: 3 clusters Score -2711852 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Entering Unmasked Estep 
Score: -81567.320312 Penalty: 1578.884644
	Iteration 0F: 2 clusters Score -81567.32 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 291 members 
Entering Unmasked Estep 
Score: -79998.632812 Penalty: 3157.769287
	Iteration 0F: 3 clusters Score -79998.63 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -80724.773438 Penalty: 3157.769287
	Iteration 1F: 3 clusters Score -80724.77 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -81264.023438 Penalty: 3157.769287
	Iteration 2F: 3 clusters Score -81264.02 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -81750.851562 Penalty: 3157.769287
	Iteration 3F: 3 clusters Score -81750.85 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -82022.445312 Penalty: 3157.769287
	Iteration 4F: 3 clusters Score -82022.45 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -82307.734375 Penalty: 3157.769287
	Iteration 5Q: 3 clusters Score -82307.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -82364.117188 Penalty: 3157.769287
	Iteration 6Q: 3 clusters Score -82364.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -82385.843750 Penalty: 3157.769287
	Iteration 7Q: 3 clusters Score -82385.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -82399.679688 Penalty: 3157.769287
	Iteration 8Q: 3 clusters Score -82399.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -82405.984375 Penalty: 3157.769287
	Iteration 9Q: 3 clusters Score -82405.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -82414.992188 Penalty: 3157.769287
	Iteration 10Q: 3 clusters Score -82414.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -82414.992188 Penalty: 3157.769287
	Iteration 11F: 3 clusters Score -82414.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 15360 members 
Mstep: Class 3 contains 27043 members 
Mstep: Class 4 contains 35842 members 
Mstep: Class 5 contains 21352 members 
Mstep: Class 6 contains 281 members 
Mstep: Class 7 contains 2492 members 
Mstep: Class 8 contains 48786 members 
Mstep: Class 9 contains 29935 members 
Mstep: Class 10 contains 12091 members 
Mstep: Class 11 contains 4398 members 
Mstep: Class 12 contains 225564 members 
Mstep: Class 13 contains 9175 members 
Mstep: Class 14 contains 5297 members 
Mstep: Class 15 contains 27044 members 
Mstep: Class 16 contains 9443 members 
Mstep: Class 17 contains 9694 members 
Mstep: Class 18 contains 8382 members 
Mstep: Class 19 contains 163100 members 
Mstep: Class 20 contains 41538 members 
Mstep: Class 21 contains 12625 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 10791 members 
Mstep: Class 24 contains 4091 members 
Mstep: Class 25 contains 6806 members 
Mstep: Class 26 contains 60540 members 
Mstep: Class 27 contains 9617 members 
Mstep: Class 28 contains 6868 members 
Mstep: Class 29 contains 5403 members 
Mstep: Class 30 contains 8665 members 
Mstep: Class 31 contains 331 members 
Mstep: Class 32 contains 450 members 
Mstep: Class 33 contains 1802 members 
Mstep: Class 34 contains 8709 members 
Mstep: Class 35 contains 197192 members 
Mstep: Class 36 contains 2892 members 
Mstep: Class 37 contains 4616 members 
Mstep: Class 38 contains 2497 members 
Mstep: Class 39 contains 322 members 
Mstep: Class 40 contains 9958 members 
Mstep: Class 41 contains 27276 members 
Mstep: Class 42 contains 5090 members 
Mstep: Class 43 contains 12490 members 
Mstep: Class 44 contains 1055 members 
Mstep: Class 45 contains 3725 members 
Mstep: Class 46 contains 968 members 
Mstep: Class 47 contains 13842 members 
Mstep: Class 48 contains 384 members 
Mstep: Class 49 contains 4144 members 
Mstep: Class 50 contains 303 members 
Mstep: Class 51 contains 418 members 
Mstep: Class 52 contains 38553 members 
Mstep: Class 53 contains 264 members 
Mstep: Class 54 contains 7367 members 
Mstep: Class 55 contains 447 members 
Mstep: Class 56 contains 1768 members 
Mstep: Class 57 contains 2958 members 
Mstep: Class 58 contains 784 members 
Mstep: Class 59 contains 155 members 
Mstep: Class 60 contains 635 members 
Mstep: Class 61 contains 549 members 
Mstep: Class 62 contains 277 members 
Mstep: Class 63 contains 366 members 
Mstep: Class 64 contains 222 members 
Mstep: Class 65 contains 747 members 
Mstep: Class 66 contains 230 members 
Mstep: Class 67 contains 151 members 
Mstep: Class 68 contains 450 members 
Mstep: Class 69 contains 503 members 
Mstep: Class 70 contains 217 members 
Mstep: Class 71 contains 400 members 
Mstep: Class 72 contains 2596 members 
Mstep: Class 73 contains 252 members 
Mstep: Class 74 contains 393 members 
Mstep: Class 75 contains 220 members 
Mstep: Class 76 contains 302 members 
Mstep: Class 77 contains 383 members 
Mstep: Class 78 contains 347 members 
Mstep: Class 79 contains 317 members 
Mstep: Class 80 contains 259 members 
Mstep: Class 81 contains 1559 members 
Mstep: Class 82 contains 301 members 
Entering Unmasked Estep 
Score: -147548384.000000 Penalty: 284459.781250
Splitting cluster 6 changes total score from -147549360.000000 to -147548384.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (2492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Entering Unmasked Estep 
Score: -310757.843750 Penalty: 1939.568481
	Iteration 0F: 2 clusters Score -310757.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -307834.125000 Penalty: 3879.136963
	Iteration 0F: 3 clusters Score -307834.1 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -308439.875000 Penalty: 3879.136963
	Iteration 1F: 3 clusters Score -308439.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -308677.875000 Penalty: 3879.136963
	Iteration 2F: 3 clusters Score -308677.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -308861.312500 Penalty: 3879.136963
	Iteration 3F: 3 clusters Score -308861.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -309056.531250 Penalty: 3879.136963
	Iteration 4Q: 3 clusters Score -309056.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -309293.437500 Penalty: 3879.136963
	Iteration 5F: 3 clusters Score -309293.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -309508.312500 Penalty: 3879.136963
	Iteration 6F: 3 clusters Score -309508.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -309700.500000 Penalty: 3879.136963
	Iteration 7F: 3 clusters Score -309700.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -309838.250000 Penalty: 3879.136963
	Iteration 8Q: 3 clusters Score -309838.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -309956.406250 Penalty: 3879.136963
	Iteration 9Q: 3 clusters Score -309956.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -310049.562500 Penalty: 3879.136963
	Iteration 10Q: 3 clusters Score -310049.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -310098.187500 Penalty: 3879.136963
	Iteration 11Q: 3 clusters Score -310098.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -310128.156250 Penalty: 3879.136963
	Iteration 12Q: 3 clusters Score -310128.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -310140.593750 Penalty: 3879.136963
	Iteration 13Q: 3 clusters Score -310140.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -310161.125000 Penalty: 3879.136963
	Iteration 14Q: 3 clusters Score -310161.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -310184.281250 Penalty: 3879.136963
	Iteration 15Q: 3 clusters Score -310184.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -310196.468750 Penalty: 3879.136963
	Iteration 16Q: 3 clusters Score -310196.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -310203.656250 Penalty: 3879.136963
	Iteration 17Q: 3 clusters Score -310203.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -310209.656250 Penalty: 3879.136963
	Iteration 18Q: 3 clusters Score -310209.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -310209.843750 Penalty: 3879.136963
	Iteration 19Q: 3 clusters Score -310209.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -310209.843750 Penalty: 3879.136963
	Iteration 20F: 3 clusters Score -310209.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (48786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48786 members 
Entering Unmasked Estep 
Score: -5797046.500000 Penalty: 2677.209229
	Iteration 0F: 2 clusters Score -5797046 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24386 members 
Mstep: Class 2 contains 24400 members 
Entering Unmasked Estep 
Score: -5764182.000000 Penalty: 5354.418457
	Iteration 0F: 3 clusters Score -5764182 nChanged 22417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24507 members 
Mstep: Class 2 contains 24279 members 
Entering Unmasked Estep 
Score: -5776715.000000 Penalty: 5354.418457
	Iteration 1F: 3 clusters Score -5776715 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24391 members 
Mstep: Class 2 contains 24395 members 
Entering Unmasked Estep 
Score: -5777371.000000 Penalty: 5354.418457
	Iteration 2Q: 3 clusters Score -5777371 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24241 members 
Mstep: Class 2 contains 24545 members 
Entering Unmasked Estep 
Score: -5778122.500000 Penalty: 5354.418457
	Iteration 3Q: 3 clusters Score -5778122 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23946 members 
Mstep: Class 2 contains 24840 members 
Entering Unmasked Estep 
Score: -5779036.500000 Penalty: 5354.418457
	Iteration 4Q: 3 clusters Score -5779036 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23482 members 
Mstep: Class 2 contains 25304 members 
Entering Unmasked Estep 
Score: -5780247.000000 Penalty: 5354.418457
	Iteration 5Q: 3 clusters Score -5780247 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22808 members 
Mstep: Class 2 contains 25978 members 
Entering Unmasked Estep 
Score: -5781654.000000 Penalty: 5354.418457
	Iteration 6F: 3 clusters Score -5781654 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21908 members 
Mstep: Class 2 contains 26878 members 
Entering Unmasked Estep 
Score: -5783374.000000 Penalty: 5354.418457
	Iteration 7F: 3 clusters Score -5783374 nChanged 2888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21014 members 
Mstep: Class 2 contains 27772 members 
Entering Unmasked Estep 
Score: -5785236.000000 Penalty: 5354.418457
	Iteration 8F: 3 clusters Score -5785236 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20148 members 
Mstep: Class 2 contains 28638 members 
Entering Unmasked Estep 
Score: -5786939.500000 Penalty: 5354.418457
	Iteration 9F: 3 clusters Score -5786940 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19323 members 
Mstep: Class 2 contains 29463 members 
Entering Unmasked Estep 
Score: -5788134.000000 Penalty: 5354.418457
	Iteration 10Q: 3 clusters Score -5788134 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18634 members 
Mstep: Class 2 contains 30152 members 
Entering Unmasked Estep 
Score: -5788789.500000 Penalty: 5354.418457
	Iteration 11Q: 3 clusters Score -5788790 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17987 members 
Mstep: Class 2 contains 30799 members 
Entering Unmasked Estep 
Score: -5789129.000000 Penalty: 5354.418457
	Iteration 12Q: 3 clusters Score -5789129 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17381 members 
Mstep: Class 2 contains 31405 members 
Entering Unmasked Estep 
Score: -5789464.500000 Penalty: 5354.418457
	Iteration 13Q: 3 clusters Score -5789464 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16751 members 
Mstep: Class 2 contains 32035 members 
Entering Unmasked Estep 
Score: -5789761.000000 Penalty: 5354.418457
	Iteration 14Q: 3 clusters Score -5789761 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16104 members 
Mstep: Class 2 contains 32682 members 
Entering Unmasked Estep 
Score: -5790032.500000 Penalty: 5354.418457
	Iteration 15Q: 3 clusters Score -5790032 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15479 members 
Mstep: Class 2 contains 33307 members 
Entering Unmasked Estep 
Score: -5790266.500000 Penalty: 5354.418457
	Iteration 16Q: 3 clusters Score -5790266 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14873 members 
Mstep: Class 2 contains 33913 members 
Entering Unmasked Estep 
Score: -5790539.000000 Penalty: 5354.418457
	Iteration 17Q: 3 clusters Score -5790539 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14275 members 
Mstep: Class 2 contains 34511 members 
Entering Unmasked Estep 
Score: -5790743.500000 Penalty: 5354.418457
	Iteration 18Q: 3 clusters Score -5790744 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13673 members 
Mstep: Class 2 contains 35113 members 
Entering Unmasked Estep 
Score: -5790967.500000 Penalty: 5354.418457
	Iteration 19Q: 3 clusters Score -5790968 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13122 members 
Mstep: Class 2 contains 35664 members 
Entering Unmasked Estep 
Score: -5791179.000000 Penalty: 5354.418457
	Iteration 20F: 3 clusters Score -5791179 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12589 members 
Mstep: Class 2 contains 36197 members 
Entering Unmasked Estep 
Score: -5791478.000000 Penalty: 5354.418457
	Iteration 21Q: 3 clusters Score -5791478 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12047 members 
Mstep: Class 2 contains 36739 members 
Entering Unmasked Estep 
Score: -5791760.500000 Penalty: 5354.418457
	Iteration 22Q: 3 clusters Score -5791760 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11538 members 
Mstep: Class 2 contains 37248 members 
Entering Unmasked Estep 
Score: -5792023.500000 Penalty: 5354.418457
	Iteration 23Q: 3 clusters Score -5792024 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11045 members 
Mstep: Class 2 contains 37741 members 
Entering Unmasked Estep 
Score: -5792352.000000 Penalty: 5354.418457
	Iteration 24Q: 3 clusters Score -5792352 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10583 members 
Mstep: Class 2 contains 38203 members 
Entering Unmasked Estep 
Score: -5792632.500000 Penalty: 5354.418457
	Iteration 25Q: 3 clusters Score -5792632 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10181 members 
Mstep: Class 2 contains 38605 members 
Entering Unmasked Estep 
Score: -5792912.000000 Penalty: 5354.418457
	Iteration 26Q: 3 clusters Score -5792912 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 38962 members 
Entering Unmasked Estep 
Score: -5793149.500000 Penalty: 5354.418457
	Iteration 27Q: 3 clusters Score -5793150 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 39290 members 
Entering Unmasked Estep 
Score: -5793362.000000 Penalty: 5354.418457
	Iteration 28Q: 3 clusters Score -5793362 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 39593 members 
Entering Unmasked Estep 
Score: -5793524.500000 Penalty: 5354.418457
	Iteration 29Q: 3 clusters Score -5793524 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 39856 members 
Entering Unmasked Estep 
Score: -5793666.500000 Penalty: 5354.418457
	Iteration 30Q: 3 clusters Score -5793666 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 40104 members 
Entering Unmasked Estep 
Score: -5793748.000000 Penalty: 5354.418457
	Iteration 31Q: 3 clusters Score -5793748 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 40339 members 
Entering Unmasked Estep 
Score: -5793797.000000 Penalty: 5354.418457
	Iteration 32Q: 3 clusters Score -5793797 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 40544 members 
Entering Unmasked Estep 
Score: -5793857.500000 Penalty: 5354.418457
	Iteration 33Q: 3 clusters Score -5793858 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 40734 members 
Entering Unmasked Estep 
Score: -5793897.000000 Penalty: 5354.418457
	Iteration 34Q: 3 clusters Score -5793897 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 40904 members 
Entering Unmasked Estep 
Score: -5793938.500000 Penalty: 5354.418457
	Iteration 35Q: 3 clusters Score -5793938 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 41039 members 
Entering Unmasked Estep 
Score: -5793952.500000 Penalty: 5354.418457
	Iteration 36Q: 3 clusters Score -5793952 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 41169 members 
Entering Unmasked Estep 
Score: -5793952.000000 Penalty: 5354.418457
	Iteration 37Q: 3 clusters Score -5793952 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 41284 members 
Entering Unmasked Estep 
Score: -5793970.500000 Penalty: 5354.418457
	Iteration 38Q: 3 clusters Score -5793970 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 41393 members 
Entering Unmasked Estep 
Score: -5793996.000000 Penalty: 5354.418457
	Iteration 39Q: 3 clusters Score -5793996 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 41515 members 
Entering Unmasked Estep 
Score: -5793996.000000 Penalty: 5354.418457
	Iteration 40F: 3 clusters Score -5793996 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 41633 members 
Entering Unmasked Estep 
Score: -5794031.500000 Penalty: 5354.418457
	Iteration 41Q: 3 clusters Score -5794032 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 41753 members 
Entering Unmasked Estep 
Score: -5794059.500000 Penalty: 5354.418457
	Iteration 42Q: 3 clusters Score -5794060 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 41860 members 
Entering Unmasked Estep 
Score: -5794074.000000 Penalty: 5354.418457
	Iteration 43Q: 3 clusters Score -5794074 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 41955 members 
Entering Unmasked Estep 
Score: -5794096.500000 Penalty: 5354.418457
	Iteration 44Q: 3 clusters Score -5794096 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 42042 members 
Entering Unmasked Estep 
Score: -5794088.500000 Penalty: 5354.418457
	Iteration 45Q: 3 clusters Score -5794088 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 42123 members 
Entering Unmasked Estep 
Score: -5794111.500000 Penalty: 5354.418457
	Iteration 46Q: 3 clusters Score -5794112 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 42202 members 
Entering Unmasked Estep 
Score: -5794111.500000 Penalty: 5354.418457
	Iteration 47Q: 3 clusters Score -5794112 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 42287 members 
Entering Unmasked Estep 
Score: -5794108.000000 Penalty: 5354.418457
	Iteration 48Q: 3 clusters Score -5794108 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 42378 members 
Entering Unmasked Estep 
Score: -5794140.000000 Penalty: 5354.418457
	Iteration 49Q: 3 clusters Score -5794140 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 42473 members 
Entering Unmasked Estep 
Score: -5794142.500000 Penalty: 5354.418457
	Iteration 50Q: 3 clusters Score -5794142 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 42559 members 
Entering Unmasked Estep 
Score: -5794136.000000 Penalty: 5354.418457
	Iteration 51Q: 3 clusters Score -5794136 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 42663 members 
Entering Unmasked Estep 
Score: -5794154.000000 Penalty: 5354.418457
	Iteration 52Q: 3 clusters Score -5794154 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 42769 members 
Entering Unmasked Estep 
Score: -5794187.500000 Penalty: 5354.418457
	Iteration 53Q: 3 clusters Score -5794188 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 42889 members 
Entering Unmasked Estep 
Score: -5794209.000000 Penalty: 5354.418457
	Iteration 54Q: 3 clusters Score -5794209 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 43015 members 
Entering Unmasked Estep 
Score: -5794238.000000 Penalty: 5354.418457
	Iteration 55Q: 3 clusters Score -5794238 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 43124 members 
Entering Unmasked Estep 
Score: -5794260.500000 Penalty: 5354.418457
	Iteration 56Q: 3 clusters Score -5794260 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 43227 members 
Entering Unmasked Estep 
Score: -5794277.500000 Penalty: 5354.418457
	Iteration 57Q: 3 clusters Score -5794278 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 43337 members 
Entering Unmasked Estep 
Score: -5794305.000000 Penalty: 5354.418457
	Iteration 58Q: 3 clusters Score -5794305 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 43431 members 
Entering Unmasked Estep 
Score: -5794325.000000 Penalty: 5354.418457
	Iteration 59Q: 3 clusters Score -5794325 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 43513 members 
Entering Unmasked Estep 
Score: -5794349.500000 Penalty: 5354.418457
	Iteration 60F: 3 clusters Score -5794350 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 43603 members 
Entering Unmasked Estep 
Score: -5794370.500000 Penalty: 5354.418457
	Iteration 61Q: 3 clusters Score -5794370 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 43702 members 
Entering Unmasked Estep 
Score: -5794396.000000 Penalty: 5354.418457
	Iteration 62Q: 3 clusters Score -5794396 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 43798 members 
Entering Unmasked Estep 
Score: -5794405.000000 Penalty: 5354.418457
	Iteration 63Q: 3 clusters Score -5794405 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 43905 members 
Entering Unmasked Estep 
Score: -5794430.000000 Penalty: 5354.418457
	Iteration 64Q: 3 clusters Score -5794430 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 44006 members 
Entering Unmasked Estep 
Score: -5794408.000000 Penalty: 5354.418457
	Iteration 65Q: 3 clusters Score -5794408 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 44090 members 
Entering Unmasked Estep 
Score: -5794426.000000 Penalty: 5354.418457
	Iteration 66Q: 3 clusters Score -5794426 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 44163 members 
Entering Unmasked Estep 
Score: -5794438.000000 Penalty: 5354.418457
	Iteration 67Q: 3 clusters Score -5794438 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 44231 members 
Entering Unmasked Estep 
Score: -5794450.000000 Penalty: 5354.418457
	Iteration 68Q: 3 clusters Score -5794450 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 44301 members 
Entering Unmasked Estep 
Score: -5794454.000000 Penalty: 5354.418457
	Iteration 69Q: 3 clusters Score -5794454 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 44376 members 
Entering Unmasked Estep 
Score: -5794478.500000 Penalty: 5354.418457
	Iteration 70Q: 3 clusters Score -5794478 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 44446 members 
Entering Unmasked Estep 
Score: -5794500.000000 Penalty: 5354.418457
	Iteration 71Q: 3 clusters Score -5794500 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 44508 members 
Entering Unmasked Estep 
Score: -5794509.000000 Penalty: 5354.418457
	Iteration 72Q: 3 clusters Score -5794509 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 44580 members 
Entering Unmasked Estep 
Score: -5794537.500000 Penalty: 5354.418457
	Iteration 73Q: 3 clusters Score -5794538 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 44635 members 
Entering Unmasked Estep 
Score: -5794525.500000 Penalty: 5354.418457
	Iteration 74Q: 3 clusters Score -5794526 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 44704 members 
Entering Unmasked Estep 
Score: -5794543.000000 Penalty: 5354.418457
	Iteration 75Q: 3 clusters Score -5794543 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 44764 members 
Entering Unmasked Estep 
Score: -5794548.000000 Penalty: 5354.418457
	Iteration 76Q: 3 clusters Score -5794548 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 44833 members 
Entering Unmasked Estep 
Score: -5794562.500000 Penalty: 5354.418457
	Iteration 77Q: 3 clusters Score -5794562 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 44904 members 
Entering Unmasked Estep 
Score: -5794580.500000 Penalty: 5354.418457
	Iteration 78Q: 3 clusters Score -5794580 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 44987 members 
Entering Unmasked Estep 
Score: -5794582.000000 Penalty: 5354.418457
	Iteration 79Q: 3 clusters Score -5794582 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 45060 members 
Entering Unmasked Estep 
Score: -5794592.000000 Penalty: 5354.418457
	Iteration 80F: 3 clusters Score -5794592 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 45122 members 
Entering Unmasked Estep 
Score: -5794610.500000 Penalty: 5354.418457
	Iteration 81Q: 3 clusters Score -5794610 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 45192 members 
Entering Unmasked Estep 
Score: -5794617.500000 Penalty: 5354.418457
	Iteration 82Q: 3 clusters Score -5794618 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 45256 members 
Entering Unmasked Estep 
Score: -5794624.000000 Penalty: 5354.418457
	Iteration 83Q: 3 clusters Score -5794624 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 45304 members 
Entering Unmasked Estep 
Score: -5794631.000000 Penalty: 5354.418457
	Iteration 84Q: 3 clusters Score -5794631 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 45347 members 
Entering Unmasked Estep 
Score: -5794632.000000 Penalty: 5354.418457
	Iteration 85Q: 3 clusters Score -5794632 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 45378 members 
Entering Unmasked Estep 
Score: -5794633.000000 Penalty: 5354.418457
	Iteration 86Q: 3 clusters Score -5794633 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 45416 members 
Entering Unmasked Estep 
Score: -5794647.500000 Penalty: 5354.418457
	Iteration 87Q: 3 clusters Score -5794648 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 45445 members 
Entering Unmasked Estep 
Score: -5794644.000000 Penalty: 5354.418457
	Iteration 88Q: 3 clusters Score -5794644 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 45468 members 
Entering Unmasked Estep 
Score: -5794649.500000 Penalty: 5354.418457
	Iteration 89Q: 3 clusters Score -5794650 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 45492 members 
Entering Unmasked Estep 
Score: -5794661.000000 Penalty: 5354.418457
	Iteration 90Q: 3 clusters Score -5794661 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 45519 members 
Entering Unmasked Estep 
Score: -5794654.500000 Penalty: 5354.418457
	Iteration 91Q: 3 clusters Score -5794654 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 45547 members 
Entering Unmasked Estep 
Score: -5794660.000000 Penalty: 5354.418457
	Iteration 92Q: 3 clusters Score -5794660 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 45567 members 
Entering Unmasked Estep 
Score: -5794666.500000 Penalty: 5354.418457
	Iteration 93Q: 3 clusters Score -5794666 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 45584 members 
Entering Unmasked Estep 
Score: -5794662.000000 Penalty: 5354.418457
	Iteration 94Q: 3 clusters Score -5794662 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 45596 members 
Entering Unmasked Estep 
Score: -5794665.000000 Penalty: 5354.418457
	Iteration 95Q: 3 clusters Score -5794665 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 45605 members 
Entering Unmasked Estep 
Score: -5794671.000000 Penalty: 5354.418457
	Iteration 96Q: 3 clusters Score -5794671 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 45614 members 
Entering Unmasked Estep 
Score: -5794670.500000 Penalty: 5354.418457
	Iteration 97Q: 3 clusters Score -5794670 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 45619 members 
Entering Unmasked Estep 
Score: -5794671.500000 Penalty: 5354.418457
	Iteration 98Q: 3 clusters Score -5794672 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 45628 members 
Entering Unmasked Estep 
Score: -5794670.000000 Penalty: 5354.418457
	Iteration 99Q: 3 clusters Score -5794670 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 45638 members 
Entering Unmasked Estep 
Score: -5794663.000000 Penalty: 5354.418457
	Iteration 100F: 3 clusters Score -5794663 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 45651 members 
Entering Unmasked Estep 
Score: -5794667.000000 Penalty: 5354.418457
	Iteration 101Q: 3 clusters Score -5794667 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 45668 members 
Entering Unmasked Estep 
Score: -5794671.000000 Penalty: 5354.418457
	Iteration 102Q: 3 clusters Score -5794671 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 45685 members 
Entering Unmasked Estep 
Score: -5794682.500000 Penalty: 5354.418457
	Iteration 103Q: 3 clusters Score -5794682 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 45701 members 
Entering Unmasked Estep 
Score: -5794675.500000 Penalty: 5354.418457
	Iteration 104Q: 3 clusters Score -5794676 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 45713 members 
Entering Unmasked Estep 
Score: -5794677.000000 Penalty: 5354.418457
	Iteration 105Q: 3 clusters Score -5794677 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 45725 members 
Entering Unmasked Estep 
Score: -5794679.000000 Penalty: 5354.418457
	Iteration 106Q: 3 clusters Score -5794679 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 45734 members 
Entering Unmasked Estep 
Score: -5794678.500000 Penalty: 5354.418457
	Iteration 107Q: 3 clusters Score -5794678 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 45746 members 
Entering Unmasked Estep 
Score: -5794680.000000 Penalty: 5354.418457
	Iteration 108Q: 3 clusters Score -5794680 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 45757 members 
Entering Unmasked Estep 
Score: -5794684.500000 Penalty: 5354.418457
	Iteration 109Q: 3 clusters Score -5794684 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 45763 members 
Entering Unmasked Estep 
Score: -5794680.000000 Penalty: 5354.418457
	Iteration 110Q: 3 clusters Score -5794680 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 45767 members 
Entering Unmasked Estep 
Score: -5794676.500000 Penalty: 5354.418457
	Iteration 111Q: 3 clusters Score -5794676 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 45771 members 
Entering Unmasked Estep 
Score: -5794688.000000 Penalty: 5354.418457
	Iteration 112Q: 3 clusters Score -5794688 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 45774 members 
Entering Unmasked Estep 
Score: -5794687.500000 Penalty: 5354.418457
	Iteration 113Q: 3 clusters Score -5794688 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 45777 members 
Entering Unmasked Estep 
Score: -5794689.500000 Penalty: 5354.418457
	Iteration 114Q: 3 clusters Score -5794690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 45780 members 
Entering Unmasked Estep 
Score: -5794685.500000 Penalty: 5354.418457
	Iteration 115Q: 3 clusters Score -5794686 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 45785 members 
Entering Unmasked Estep 
Score: -5794692.000000 Penalty: 5354.418457
	Iteration 116Q: 3 clusters Score -5794692 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 45790 members 
Entering Unmasked Estep 
Score: -5794703.000000 Penalty: 5354.418457
	Iteration 117Q: 3 clusters Score -5794703 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 45796 members 
Entering Unmasked Estep 
Score: -5794696.000000 Penalty: 5354.418457
	Iteration 118Q: 3 clusters Score -5794696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 45797 members 
Entering Unmasked Estep 
Score: -5794702.000000 Penalty: 5354.418457
	Iteration 119Q: 3 clusters Score -5794702 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 45798 members 
Entering Unmasked Estep 
Score: -5794705.000000 Penalty: 5354.418457
	Iteration 120F: 3 clusters Score -5794705 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 45799 members 
Entering Unmasked Estep 
Score: -5794706.000000 Penalty: 5354.418457
	Iteration 121Q: 3 clusters Score -5794706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 45801 members 
Entering Unmasked Estep 
Score: -5794705.000000 Penalty: 5354.418457
	Iteration 122Q: 3 clusters Score -5794705 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 45802 members 
Entering Unmasked Estep 
Score: -5794705.500000 Penalty: 5354.418457
	Iteration 123Q: 3 clusters Score -5794706 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 45802 members 
Entering Unmasked Estep 
Score: -5794705.500000 Penalty: 5354.418457
	Iteration 124F: 3 clusters Score -5794706 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (29935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29935 members 
Entering Unmasked Estep 
Score: -3802061.750000 Penalty: 2556.082275
	Iteration 0F: 2 clusters Score -3802062 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14905 members 
Mstep: Class 2 contains 15030 members 
Entering Unmasked Estep 
Score: -3781519.500000 Penalty: 5112.164551
	Iteration 0F: 3 clusters Score -3781520 nChanged 13513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14490 members 
Mstep: Class 2 contains 15445 members 
Entering Unmasked Estep 
Score: -3789168.500000 Penalty: 5112.164551
	Iteration 1F: 3 clusters Score -3789168 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14237 members 
Mstep: Class 2 contains 15698 members 
Entering Unmasked Estep 
Score: -3789854.750000 Penalty: 5112.164551
	Iteration 2F: 3 clusters Score -3789855 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13922 members 
Mstep: Class 2 contains 16013 members 
Entering Unmasked Estep 
Score: -3790528.750000 Penalty: 5112.164551
	Iteration 3F: 3 clusters Score -3790529 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13522 members 
Mstep: Class 2 contains 16413 members 
Entering Unmasked Estep 
Score: -3791241.750000 Penalty: 5112.164551
	Iteration 4Q: 3 clusters Score -3791242 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13019 members 
Mstep: Class 2 contains 16916 members 
Entering Unmasked Estep 
Score: -3791984.250000 Penalty: 5112.164551
	Iteration 5Q: 3 clusters Score -3791984 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12351 members 
Mstep: Class 2 contains 17584 members 
Entering Unmasked Estep 
Score: -3792729.250000 Penalty: 5112.164551
	Iteration 6Q: 3 clusters Score -3792729 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11666 members 
Mstep: Class 2 contains 18269 members 
Entering Unmasked Estep 
Score: -3793469.500000 Penalty: 5112.164551
	Iteration 7Q: 3 clusters Score -3793470 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10913 members 
Mstep: Class 2 contains 19022 members 
Entering Unmasked Estep 
Score: -3794233.750000 Penalty: 5112.164551
	Iteration 8Q: 3 clusters Score -3794234 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10031 members 
Mstep: Class 2 contains 19904 members 
Entering Unmasked Estep 
Score: -3795091.500000 Penalty: 5112.164551
	Iteration 9Q: 3 clusters Score -3795092 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 20787 members 
Entering Unmasked Estep 
Score: -3795921.250000 Penalty: 5112.164551
	Iteration 10Q: 3 clusters Score -3795921 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 21692 members 
Entering Unmasked Estep 
Score: -3796737.500000 Penalty: 5112.164551
	Iteration 11Q: 3 clusters Score -3796738 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 22554 members 
Entering Unmasked Estep 
Score: -3797454.750000 Penalty: 5112.164551
	Iteration 12Q: 3 clusters Score -3797455 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 23260 members 
Entering Unmasked Estep 
Score: -3797990.250000 Penalty: 5112.164551
	Iteration 13Q: 3 clusters Score -3797990 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 23868 members 
Entering Unmasked Estep 
Score: -3798421.750000 Penalty: 5112.164551
	Iteration 14Q: 3 clusters Score -3798422 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 24460 members 
Entering Unmasked Estep 
Score: -3798788.000000 Penalty: 5112.164551
	Iteration 15Q: 3 clusters Score -3798788 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 24987 members 
Entering Unmasked Estep 
Score: -3799139.250000 Penalty: 5112.164551
	Iteration 16Q: 3 clusters Score -3799139 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 25472 members 
Entering Unmasked Estep 
Score: -3799453.750000 Penalty: 5112.164551
	Iteration 17Q: 3 clusters Score -3799454 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 25854 members 
Entering Unmasked Estep 
Score: -3799673.750000 Penalty: 5112.164551
	Iteration 18Q: 3 clusters Score -3799674 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 26176 members 
Entering Unmasked Estep 
Score: -3799855.000000 Penalty: 5112.164551
	Iteration 19Q: 3 clusters Score -3799855 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 26454 members 
Entering Unmasked Estep 
Score: -3799984.500000 Penalty: 5112.164551
	Iteration 20F: 3 clusters Score -3799984 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 26695 members 
Entering Unmasked Estep 
Score: -3800082.750000 Penalty: 5112.164551
	Iteration 21Q: 3 clusters Score -3800083 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 26882 members 
Entering Unmasked Estep 
Score: -3800160.250000 Penalty: 5112.164551
	Iteration 22Q: 3 clusters Score -3800160 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 27045 members 
Entering Unmasked Estep 
Score: -3800227.250000 Penalty: 5112.164551
	Iteration 23Q: 3 clusters Score -3800227 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 27182 members 
Entering Unmasked Estep 
Score: -3800278.750000 Penalty: 5112.164551
	Iteration 24Q: 3 clusters Score -3800279 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 27314 members 
Entering Unmasked Estep 
Score: -3800316.500000 Penalty: 5112.164551
	Iteration 25Q: 3 clusters Score -3800316 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 27430 members 
Entering Unmasked Estep 
Score: -3800362.000000 Penalty: 5112.164551
	Iteration 26Q: 3 clusters Score -3800362 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 27520 members 
Entering Unmasked Estep 
Score: -3800384.750000 Penalty: 5112.164551
	Iteration 27Q: 3 clusters Score -3800385 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 27598 members 
Entering Unmasked Estep 
Score: -3800408.500000 Penalty: 5112.164551
	Iteration 28Q: 3 clusters Score -3800408 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 27670 members 
Entering Unmasked Estep 
Score: -3800435.000000 Penalty: 5112.164551
	Iteration 29Q: 3 clusters Score -3800435 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 27748 members 
Entering Unmasked Estep 
Score: -3800459.750000 Penalty: 5112.164551
	Iteration 30Q: 3 clusters Score -3800460 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 27808 members 
Entering Unmasked Estep 
Score: -3800467.250000 Penalty: 5112.164551
	Iteration 31Q: 3 clusters Score -3800467 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 27862 members 
Entering Unmasked Estep 
Score: -3800485.000000 Penalty: 5112.164551
	Iteration 32Q: 3 clusters Score -3800485 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 27911 members 
Entering Unmasked Estep 
Score: -3800507.000000 Penalty: 5112.164551
	Iteration 33Q: 3 clusters Score -3800507 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 27963 members 
Entering Unmasked Estep 
Score: -3800520.000000 Penalty: 5112.164551
	Iteration 34Q: 3 clusters Score -3800520 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 28005 members 
Entering Unmasked Estep 
Score: -3800527.250000 Penalty: 5112.164551
	Iteration 35Q: 3 clusters Score -3800527 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 28041 members 
Entering Unmasked Estep 
Score: -3800542.250000 Penalty: 5112.164551
	Iteration 36Q: 3 clusters Score -3800542 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 28069 members 
Entering Unmasked Estep 
Score: -3800555.250000 Penalty: 5112.164551
	Iteration 37Q: 3 clusters Score -3800555 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 28091 members 
Entering Unmasked Estep 
Score: -3800563.000000 Penalty: 5112.164551
	Iteration 38Q: 3 clusters Score -3800563 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 28108 members 
Entering Unmasked Estep 
Score: -3800562.500000 Penalty: 5112.164551
	Iteration 39Q: 3 clusters Score -3800562 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 28123 members 
Entering Unmasked Estep 
Score: -3800567.000000 Penalty: 5112.164551
	Iteration 40F: 3 clusters Score -3800567 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 28136 members 
Entering Unmasked Estep 
Score: -3800568.500000 Penalty: 5112.164551
	Iteration 41Q: 3 clusters Score -3800568 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 28153 members 
Entering Unmasked Estep 
Score: -3800575.250000 Penalty: 5112.164551
	Iteration 42Q: 3 clusters Score -3800575 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 28165 members 
Entering Unmasked Estep 
Score: -3800582.250000 Penalty: 5112.164551
	Iteration 43Q: 3 clusters Score -3800582 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 28172 members 
Entering Unmasked Estep 
Score: -3800579.500000 Penalty: 5112.164551
	Iteration 44Q: 3 clusters Score -3800580 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 28185 members 
Entering Unmasked Estep 
Score: -3800596.250000 Penalty: 5112.164551
	Iteration 45Q: 3 clusters Score -3800596 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 28197 members 
Entering Unmasked Estep 
Score: -3800595.000000 Penalty: 5112.164551
	Iteration 46Q: 3 clusters Score -3800595 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 28209 members 
Entering Unmasked Estep 
Score: -3800597.250000 Penalty: 5112.164551
	Iteration 47Q: 3 clusters Score -3800597 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 28220 members 
Entering Unmasked Estep 
Score: -3800604.500000 Penalty: 5112.164551
	Iteration 48Q: 3 clusters Score -3800604 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 28231 members 
Entering Unmasked Estep 
Score: -3800604.500000 Penalty: 5112.164551
	Iteration 49Q: 3 clusters Score -3800604 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 28239 members 
Entering Unmasked Estep 
Score: -3800609.750000 Penalty: 5112.164551
	Iteration 50Q: 3 clusters Score -3800610 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 28242 members 
Entering Unmasked Estep 
Score: -3800611.500000 Penalty: 5112.164551
	Iteration 51Q: 3 clusters Score -3800612 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 28251 members 
Entering Unmasked Estep 
Score: -3800615.750000 Penalty: 5112.164551
	Iteration 52Q: 3 clusters Score -3800616 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 28259 members 
Entering Unmasked Estep 
Score: -3800613.000000 Penalty: 5112.164551
	Iteration 53Q: 3 clusters Score -3800613 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 28271 members 
Entering Unmasked Estep 
Score: -3800612.750000 Penalty: 5112.164551
	Iteration 54Q: 3 clusters Score -3800613 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 28276 members 
Entering Unmasked Estep 
Score: -3800614.500000 Penalty: 5112.164551
	Iteration 55Q: 3 clusters Score -3800614 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 28282 members 
Entering Unmasked Estep 
Score: -3800605.750000 Penalty: 5112.164551
	Iteration 56Q: 3 clusters Score -3800606 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 28287 members 
Entering Unmasked Estep 
Score: -3800614.500000 Penalty: 5112.164551
	Iteration 57Q: 3 clusters Score -3800614 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 28288 members 
Entering Unmasked Estep 
Score: -3800612.750000 Penalty: 5112.164551
	Iteration 58Q: 3 clusters Score -3800613 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 28292 members 
Entering Unmasked Estep 
Score: -3800609.250000 Penalty: 5112.164551
	Iteration 59Q: 3 clusters Score -3800609 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 28296 members 
Entering Unmasked Estep 
Score: -3800612.250000 Penalty: 5112.164551
	Iteration 60F: 3 clusters Score -3800612 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 28300 members 
Entering Unmasked Estep 
Score: -3800614.250000 Penalty: 5112.164551
	Iteration 61Q: 3 clusters Score -3800614 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 28303 members 
Entering Unmasked Estep 
Score: -3800613.250000 Penalty: 5112.164551
	Iteration 62Q: 3 clusters Score -3800613 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 28305 members 
Entering Unmasked Estep 
Score: -3800614.250000 Penalty: 5112.164551
	Iteration 63Q: 3 clusters Score -3800614 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 28305 members 
Entering Unmasked Estep 
Score: -3800614.250000 Penalty: 5112.164551
	Iteration 64F: 3 clusters Score -3800614 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (12091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12091 members 
Entering Unmasked Estep 
Score: -1532490.875000 Penalty: 2331.253906
	Iteration 0F: 2 clusters Score -1532491 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -1523461.125000 Penalty: 4662.507812
	Iteration 0F: 3 clusters Score -1523461 nChanged 5093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -1526251.125000 Penalty: 4662.507812
	Iteration 1F: 3 clusters Score -1526251 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -1526628.875000 Penalty: 4662.507812
	Iteration 2F: 3 clusters Score -1526629 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -1527028.500000 Penalty: 4662.507812
	Iteration 3F: 3 clusters Score -1527028 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -1527437.375000 Penalty: 4662.507812
	Iteration 4F: 3 clusters Score -1527437 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -1527834.750000 Penalty: 4662.507812
	Iteration 5F: 3 clusters Score -1527835 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -1528236.125000 Penalty: 4662.507812
	Iteration 6F: 3 clusters Score -1528236 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -1528699.500000 Penalty: 4662.507812
	Iteration 7F: 3 clusters Score -1528700 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -1529179.250000 Penalty: 4662.507812
	Iteration 8F: 3 clusters Score -1529179 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -1529541.875000 Penalty: 4662.507812
	Iteration 9Q: 3 clusters Score -1529542 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -1529810.500000 Penalty: 4662.507812
	Iteration 10Q: 3 clusters Score -1529810 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -1530021.875000 Penalty: 4662.507812
	Iteration 11Q: 3 clusters Score -1530022 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -1530157.625000 Penalty: 4662.507812
	Iteration 12Q: 3 clusters Score -1530158 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -1530247.125000 Penalty: 4662.507812
	Iteration 13Q: 3 clusters Score -1530247 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -1530321.250000 Penalty: 4662.507812
	Iteration 14Q: 3 clusters Score -1530321 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -1530381.250000 Penalty: 4662.507812
	Iteration 15Q: 3 clusters Score -1530381 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -1530429.375000 Penalty: 4662.507812
	Iteration 16Q: 3 clusters Score -1530429 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -1530467.375000 Penalty: 4662.507812
	Iteration 17Q: 3 clusters Score -1530467 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -1530494.875000 Penalty: 4662.507812
	Iteration 18Q: 3 clusters Score -1530495 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -1530528.000000 Penalty: 4662.507812
	Iteration 19Q: 3 clusters Score -1530528 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -1530559.625000 Penalty: 4662.507812
	Iteration 20F: 3 clusters Score -1530560 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -1530578.875000 Penalty: 4662.507812
	Iteration 21Q: 3 clusters Score -1530579 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -1530603.250000 Penalty: 4662.507812
	Iteration 22Q: 3 clusters Score -1530603 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -1530619.625000 Penalty: 4662.507812
	Iteration 23Q: 3 clusters Score -1530620 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -1530635.875000 Penalty: 4662.507812
	Iteration 24Q: 3 clusters Score -1530636 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -1530652.125000 Penalty: 4662.507812
	Iteration 25Q: 3 clusters Score -1530652 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -1530664.000000 Penalty: 4662.507812
	Iteration 26Q: 3 clusters Score -1530664 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -1530677.625000 Penalty: 4662.507812
	Iteration 27Q: 3 clusters Score -1530678 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -1530688.125000 Penalty: 4662.507812
	Iteration 28Q: 3 clusters Score -1530688 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -1530699.125000 Penalty: 4662.507812
	Iteration 29Q: 3 clusters Score -1530699 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -1530712.750000 Penalty: 4662.507812
	Iteration 30Q: 3 clusters Score -1530713 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -1530725.875000 Penalty: 4662.507812
	Iteration 31Q: 3 clusters Score -1530726 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -1530731.750000 Penalty: 4662.507812
	Iteration 32Q: 3 clusters Score -1530732 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -1530739.500000 Penalty: 4662.507812
	Iteration 33Q: 3 clusters Score -1530740 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -1530744.500000 Penalty: 4662.507812
	Iteration 34Q: 3 clusters Score -1530744 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -1530753.375000 Penalty: 4662.507812
	Iteration 35Q: 3 clusters Score -1530753 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -1530753.250000 Penalty: 4662.507812
	Iteration 36Q: 3 clusters Score -1530753 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -1530755.500000 Penalty: 4662.507812
	Iteration 37Q: 3 clusters Score -1530756 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -1530758.250000 Penalty: 4662.507812
	Iteration 38Q: 3 clusters Score -1530758 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -1530756.625000 Penalty: 4662.507812
	Iteration 39Q: 3 clusters Score -1530757 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -1530760.875000 Penalty: 4662.507812
	Iteration 40F: 3 clusters Score -1530761 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -1530758.625000 Penalty: 4662.507812
	Iteration 41Q: 3 clusters Score -1530759 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -1530756.500000 Penalty: 4662.507812
	Iteration 42Q: 3 clusters Score -1530756 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -1530761.125000 Penalty: 4662.507812
	Iteration 43Q: 3 clusters Score -1530761 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -1530762.875000 Penalty: 4662.507812
	Iteration 44Q: 3 clusters Score -1530763 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -1530765.875000 Penalty: 4662.507812
	Iteration 45Q: 3 clusters Score -1530766 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -1530770.625000 Penalty: 4662.507812
	Iteration 46Q: 3 clusters Score -1530771 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -1530784.000000 Penalty: 4662.507812
	Iteration 47Q: 3 clusters Score -1530784 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -1530786.750000 Penalty: 4662.507812
	Iteration 48Q: 3 clusters Score -1530787 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -1530785.375000 Penalty: 4662.507812
	Iteration 49Q: 3 clusters Score -1530785 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -1530787.625000 Penalty: 4662.507812
	Iteration 50Q: 3 clusters Score -1530788 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -1530789.750000 Penalty: 4662.507812
	Iteration 51Q: 3 clusters Score -1530790 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -1530797.125000 Penalty: 4662.507812
	Iteration 52Q: 3 clusters Score -1530797 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -1530798.875000 Penalty: 4662.507812
	Iteration 53Q: 3 clusters Score -1530799 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -1530802.500000 Penalty: 4662.507812
	Iteration 54Q: 3 clusters Score -1530802 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -1530806.750000 Penalty: 4662.507812
	Iteration 55Q: 3 clusters Score -1530807 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -1530809.000000 Penalty: 4662.507812
	Iteration 56Q: 3 clusters Score -1530809 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -1530810.875000 Penalty: 4662.507812
	Iteration 57Q: 3 clusters Score -1530811 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -1530821.125000 Penalty: 4662.507812
	Iteration 58Q: 3 clusters Score -1530821 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -1530819.875000 Penalty: 4662.507812
	Iteration 59Q: 3 clusters Score -1530820 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -1530826.875000 Penalty: 4662.507812
	Iteration 60F: 3 clusters Score -1530827 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -1530831.875000 Penalty: 4662.507812
	Iteration 61Q: 3 clusters Score -1530832 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -1530832.250000 Penalty: 4662.507812
	Iteration 62Q: 3 clusters Score -1530832 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -1530836.250000 Penalty: 4662.507812
	Iteration 63Q: 3 clusters Score -1530836 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -1530835.125000 Penalty: 4662.507812
	Iteration 64Q: 3 clusters Score -1530835 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -1530838.000000 Penalty: 4662.507812
	Iteration 65Q: 3 clusters Score -1530838 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -1530841.000000 Penalty: 4662.507812
	Iteration 66Q: 3 clusters Score -1530841 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -1530840.250000 Penalty: 4662.507812
	Iteration 67Q: 3 clusters Score -1530840 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -1530840.375000 Penalty: 4662.507812
	Iteration 68Q: 3 clusters Score -1530840 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -1530840.000000 Penalty: 4662.507812
	Iteration 69Q: 3 clusters Score -1530840 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -1530842.000000 Penalty: 4662.507812
	Iteration 70Q: 3 clusters Score -1530842 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -1530843.000000 Penalty: 4662.507812
	Iteration 71Q: 3 clusters Score -1530843 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -1530842.125000 Penalty: 4662.507812
	Iteration 72Q: 3 clusters Score -1530842 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -1530845.000000 Penalty: 4662.507812
	Iteration 73Q: 3 clusters Score -1530845 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -1530845.250000 Penalty: 4662.507812
	Iteration 74Q: 3 clusters Score -1530845 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -1530845.625000 Penalty: 4662.507812
	Iteration 75Q: 3 clusters Score -1530846 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -1530846.875000 Penalty: 4662.507812
	Iteration 76Q: 3 clusters Score -1530847 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -1530845.375000 Penalty: 4662.507812
	Iteration 77Q: 3 clusters Score -1530845 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -1530851.750000 Penalty: 4662.507812
	Iteration 78Q: 3 clusters Score -1530852 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -1530852.000000 Penalty: 4662.507812
	Iteration 79Q: 3 clusters Score -1530852 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -1530852.375000 Penalty: 4662.507812
	Iteration 80F: 3 clusters Score -1530852 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -1530849.125000 Penalty: 4662.507812
	Iteration 81Q: 3 clusters Score -1530849 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -1530849.250000 Penalty: 4662.507812
	Iteration 82Q: 3 clusters Score -1530849 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -1530851.750000 Penalty: 4662.507812
	Iteration 83Q: 3 clusters Score -1530852 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -1530851.750000 Penalty: 4662.507812
	Iteration 84Q: 3 clusters Score -1530852 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -1530848.250000 Penalty: 4662.507812
	Iteration 85Q: 3 clusters Score -1530848 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -1530852.875000 Penalty: 4662.507812
	Iteration 86Q: 3 clusters Score -1530853 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -1530852.875000 Penalty: 4662.507812
	Iteration 87F: 3 clusters Score -1530853 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Entering Unmasked Estep 
Score: -538355.937500 Penalty: 2080.448486
	Iteration 0F: 2 clusters Score -538355.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -534212.375000 Penalty: 4160.896973
	Iteration 0F: 3 clusters Score -534212.4 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -535172.812500 Penalty: 4160.896973
	Iteration 1F: 3 clusters Score -535172.8 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -535401.687500 Penalty: 4160.896973
	Iteration 2F: 3 clusters Score -535401.7 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -535633.750000 Penalty: 4160.896973
	Iteration 3F: 3 clusters Score -535633.8 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -535913.937500 Penalty: 4160.896973
	Iteration 4F: 3 clusters Score -535913.9 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -536138.312500 Penalty: 4160.896973
	Iteration 5F: 3 clusters Score -536138.3 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -536358.937500 Penalty: 4160.896973
	Iteration 6F: 3 clusters Score -536358.9 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -536534.125000 Penalty: 4160.896973
	Iteration 7Q: 3 clusters Score -536534.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -536671.125000 Penalty: 4160.896973
	Iteration 8Q: 3 clusters Score -536671.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -536772.312500 Penalty: 4160.896973
	Iteration 9Q: 3 clusters Score -536772.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -536838.875000 Penalty: 4160.896973
	Iteration 10Q: 3 clusters Score -536838.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -536875.750000 Penalty: 4160.896973
	Iteration 11Q: 3 clusters Score -536875.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -536905.812500 Penalty: 4160.896973
	Iteration 12Q: 3 clusters Score -536905.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -536927.062500 Penalty: 4160.896973
	Iteration 13Q: 3 clusters Score -536927.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -536941.000000 Penalty: 4160.896973
	Iteration 14Q: 3 clusters Score -536941 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -536953.937500 Penalty: 4160.896973
	Iteration 15Q: 3 clusters Score -536953.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -536967.625000 Penalty: 4160.896973
	Iteration 16Q: 3 clusters Score -536967.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -536978.312500 Penalty: 4160.896973
	Iteration 17Q: 3 clusters Score -536978.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -536988.062500 Penalty: 4160.896973
	Iteration 18Q: 3 clusters Score -536988.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -537001.687500 Penalty: 4160.896973
	Iteration 19Q: 3 clusters Score -537001.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -537018.000000 Penalty: 4160.896973
	Iteration 20F: 3 clusters Score -537018 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -537029.687500 Penalty: 4160.896973
	Iteration 21Q: 3 clusters Score -537029.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -537038.562500 Penalty: 4160.896973
	Iteration 22Q: 3 clusters Score -537038.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -537045.875000 Penalty: 4160.896973
	Iteration 23Q: 3 clusters Score -537045.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -537053.187500 Penalty: 4160.896973
	Iteration 24Q: 3 clusters Score -537053.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -537063.187500 Penalty: 4160.896973
	Iteration 25Q: 3 clusters Score -537063.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -537069.312500 Penalty: 4160.896973
	Iteration 26Q: 3 clusters Score -537069.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -537075.812500 Penalty: 4160.896973
	Iteration 27Q: 3 clusters Score -537075.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -537081.812500 Penalty: 4160.896973
	Iteration 28Q: 3 clusters Score -537081.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -537084.750000 Penalty: 4160.896973
	Iteration 29Q: 3 clusters Score -537084.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -537088.875000 Penalty: 4160.896973
	Iteration 30Q: 3 clusters Score -537088.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -537091.312500 Penalty: 4160.896973
	Iteration 31Q: 3 clusters Score -537091.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -537094.562500 Penalty: 4160.896973
	Iteration 32Q: 3 clusters Score -537094.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -537094.625000 Penalty: 4160.896973
	Iteration 33Q: 3 clusters Score -537094.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -537096.687500 Penalty: 4160.896973
	Iteration 34Q: 3 clusters Score -537096.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -537096.687500 Penalty: 4160.896973
	Iteration 35Q: 3 clusters Score -537096.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -537096.500000 Penalty: 4160.896973
	Iteration 36Q: 3 clusters Score -537096.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -537096.500000 Penalty: 4160.896973
	Iteration 37F: 3 clusters Score -537096.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (225564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225564 members 
Entering Unmasked Estep 
Score: -29097766.000000 Penalty: 3056.937012
	Iteration 0F: 2 clusters Score -2.909777e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112801 members 
Mstep: Class 2 contains 112763 members 
Entering Unmasked Estep 
Score: -28964888.000000 Penalty: 6113.874023
	Iteration 0F: 3 clusters Score -2.896489e+07 nChanged 108734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112249 members 
Mstep: Class 2 contains 113315 members 
Entering Unmasked Estep 
Score: -29028860.000000 Penalty: 6113.874023
	Iteration 1F: 3 clusters Score -2.902886e+07 nChanged 5316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110905 members 
Mstep: Class 2 contains 114659 members 
Entering Unmasked Estep 
Score: -29029590.000000 Penalty: 6113.874023
	Iteration 2Q: 3 clusters Score -2.902959e+07 nChanged 5445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108696 members 
Mstep: Class 2 contains 116868 members 
Entering Unmasked Estep 
Score: -29030470.000000 Penalty: 6113.874023
	Iteration 3Q: 3 clusters Score -2.903047e+07 nChanged 5878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105146 members 
Mstep: Class 2 contains 120418 members 
Entering Unmasked Estep 
Score: -29031480.000000 Penalty: 6113.874023
	Iteration 4Q: 3 clusters Score -2.903148e+07 nChanged 6989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99695 members 
Mstep: Class 2 contains 125869 members 
Entering Unmasked Estep 
Score: -29033248.000000 Penalty: 6113.874023
	Iteration 5Q: 3 clusters Score -2.903325e+07 nChanged 9248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91319 members 
Mstep: Class 2 contains 134245 members 
Entering Unmasked Estep 
Score: -29036582.000000 Penalty: 6113.874023
	Iteration 6Q: 3 clusters Score -2.903658e+07 nChanged 12885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78950 members 
Mstep: Class 2 contains 146614 members 
Entering Unmasked Estep 
Score: -29043366.000000 Penalty: 6113.874023
	Iteration 7F: 3 clusters Score -2.904337e+07 nChanged 17181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62059 members 
Mstep: Class 2 contains 163505 members 
Entering Unmasked Estep 
Score: -29055070.000000 Penalty: 6113.874023
	Iteration 8F: 3 clusters Score -2.905507e+07 nChanged 20303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41890 members 
Mstep: Class 2 contains 183674 members 
Entering Unmasked Estep 
Score: -29072608.000000 Penalty: 6113.874023
	Iteration 9F: 3 clusters Score -2.907261e+07 nChanged 19477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22471 members 
Mstep: Class 2 contains 203093 members 
Entering Unmasked Estep 
Score: -29086106.000000 Penalty: 6113.874023
	Iteration 10F: 3 clusters Score -2.908611e+07 nChanged 13190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 216261 members 
Entering Unmasked Estep 
Score: -29091836.000000 Penalty: 6113.874023
	Iteration 11F: 3 clusters Score -2.909184e+07 nChanged 5931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 222186 members 
Entering Unmasked Estep 
Score: -29093954.000000 Penalty: 6113.874023
	Iteration 12Q: 3 clusters Score -2.909395e+07 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 224337 members 
Entering Unmasked Estep 
Score: -29094692.000000 Penalty: 6113.874023
	Iteration 13Q: 3 clusters Score -2.909469e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 224921 members 
Entering Unmasked Estep 
Score: -29094982.000000 Penalty: 6113.874023
	Iteration 14Q: 3 clusters Score -2.909498e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 225113 members 
Entering Unmasked Estep 
Score: -29095106.000000 Penalty: 6113.874023
	Iteration 15Q: 3 clusters Score -2.909511e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 225168 members 
Entering Unmasked Estep 
Score: -29095144.000000 Penalty: 6113.874023
	Iteration 16Q: 3 clusters Score -2.909514e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 225200 members 
Entering Unmasked Estep 
Score: -29095190.000000 Penalty: 6113.874023
	Iteration 17Q: 3 clusters Score -2.909519e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 225214 members 
Entering Unmasked Estep 
Score: -29095208.000000 Penalty: 6113.874023
	Iteration 18Q: 3 clusters Score -2.909521e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 225232 members 
Entering Unmasked Estep 
Score: -29095226.000000 Penalty: 6113.874023
	Iteration 19Q: 3 clusters Score -2.909523e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 225242 members 
Entering Unmasked Estep 
Score: -29095250.000000 Penalty: 6113.874023
	Iteration 20F: 3 clusters Score -2.909525e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 225250 members 
Entering Unmasked Estep 
Score: -29095256.000000 Penalty: 6113.874023
	Iteration 21Q: 3 clusters Score -2.909526e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 225252 members 
Entering Unmasked Estep 
Score: -29095266.000000 Penalty: 6113.874023
	Iteration 22Q: 3 clusters Score -2.909527e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 225253 members 
Entering Unmasked Estep 
Score: -29095266.000000 Penalty: 6113.874023
	Iteration 23Q: 3 clusters Score -2.909527e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 225256 members 
Entering Unmasked Estep 
Score: -29095272.000000 Penalty: 6113.874023
	Iteration 24Q: 3 clusters Score -2.909527e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 225260 members 
Entering Unmasked Estep 
Score: -29095258.000000 Penalty: 6113.874023
	Iteration 25Q: 3 clusters Score -2.909526e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 225260 members 
Entering Unmasked Estep 
Score: -29095258.000000 Penalty: 6113.874023
	Iteration 26F: 3 clusters Score -2.909526e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (9175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Entering Unmasked Estep 
Score: -1119622.125000 Penalty: 2262.811035
	Iteration 0F: 2 clusters Score -1119622 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -1112474.750000 Penalty: 4525.622070
	Iteration 0F: 3 clusters Score -1112475 nChanged 3760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -1114396.125000 Penalty: 4525.622070
	Iteration 1F: 3 clusters Score -1114396 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -1114713.125000 Penalty: 4525.622070
	Iteration 2F: 3 clusters Score -1114713 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -1114964.125000 Penalty: 4525.622070
	Iteration 3F: 3 clusters Score -1114964 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -1115167.750000 Penalty: 4525.622070
	Iteration 4Q: 3 clusters Score -1115168 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -1115310.875000 Penalty: 4525.622070
	Iteration 5Q: 3 clusters Score -1115311 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -1115428.750000 Penalty: 4525.622070
	Iteration 6Q: 3 clusters Score -1115429 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -1115535.125000 Penalty: 4525.622070
	Iteration 7Q: 3 clusters Score -1115535 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -1115624.000000 Penalty: 4525.622070
	Iteration 8Q: 3 clusters Score -1115624 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -1115717.750000 Penalty: 4525.622070
	Iteration 9Q: 3 clusters Score -1115718 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -1115810.000000 Penalty: 4525.622070
	Iteration 10Q: 3 clusters Score -1115810 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -1115887.625000 Penalty: 4525.622070
	Iteration 11Q: 3 clusters Score -1115888 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -1115967.375000 Penalty: 4525.622070
	Iteration 12Q: 3 clusters Score -1115967 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -1116050.875000 Penalty: 4525.622070
	Iteration 13Q: 3 clusters Score -1116051 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -1116139.750000 Penalty: 4525.622070
	Iteration 14Q: 3 clusters Score -1116140 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -1116251.750000 Penalty: 4525.622070
	Iteration 15Q: 3 clusters Score -1116252 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -1116368.500000 Penalty: 4525.622070
	Iteration 16Q: 3 clusters Score -1116368 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -1116493.750000 Penalty: 4525.622070
	Iteration 17Q: 3 clusters Score -1116494 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -1116601.000000 Penalty: 4525.622070
	Iteration 18Q: 3 clusters Score -1116601 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -1116705.125000 Penalty: 4525.622070
	Iteration 19Q: 3 clusters Score -1116705 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -1116817.375000 Penalty: 4525.622070
	Iteration 20F: 3 clusters Score -1116817 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -1116910.875000 Penalty: 4525.622070
	Iteration 21Q: 3 clusters Score -1116911 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -1117005.375000 Penalty: 4525.622070
	Iteration 22Q: 3 clusters Score -1117005 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -1117090.375000 Penalty: 4525.622070
	Iteration 23Q: 3 clusters Score -1117090 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -1117175.250000 Penalty: 4525.622070
	Iteration 24Q: 3 clusters Score -1117175 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -1117235.625000 Penalty: 4525.622070
	Iteration 25Q: 3 clusters Score -1117236 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -1117288.625000 Penalty: 4525.622070
	Iteration 26Q: 3 clusters Score -1117289 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -1117338.000000 Penalty: 4525.622070
	Iteration 27Q: 3 clusters Score -1117338 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -1117383.250000 Penalty: 4525.622070
	Iteration 28Q: 3 clusters Score -1117383 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -1117434.250000 Penalty: 4525.622070
	Iteration 29Q: 3 clusters Score -1117434 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -1117479.000000 Penalty: 4525.622070
	Iteration 30Q: 3 clusters Score -1117479 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -1117509.875000 Penalty: 4525.622070
	Iteration 31Q: 3 clusters Score -1117510 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -1117535.375000 Penalty: 4525.622070
	Iteration 32Q: 3 clusters Score -1117535 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -1117559.375000 Penalty: 4525.622070
	Iteration 33Q: 3 clusters Score -1117559 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -1117585.250000 Penalty: 4525.622070
	Iteration 34Q: 3 clusters Score -1117585 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -1117602.250000 Penalty: 4525.622070
	Iteration 35Q: 3 clusters Score -1117602 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -1117620.125000 Penalty: 4525.622070
	Iteration 36Q: 3 clusters Score -1117620 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -1117634.625000 Penalty: 4525.622070
	Iteration 37Q: 3 clusters Score -1117635 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
Score: -1117646.125000 Penalty: 4525.622070
	Iteration 38Q: 3 clusters Score -1117646 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -1117654.125000 Penalty: 4525.622070
	Iteration 39Q: 3 clusters Score -1117654 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -1117657.500000 Penalty: 4525.622070
	Iteration 40F: 3 clusters Score -1117658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -1117662.625000 Penalty: 4525.622070
	Iteration 41Q: 3 clusters Score -1117663 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -1117664.500000 Penalty: 4525.622070
	Iteration 42Q: 3 clusters Score -1117664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -1117666.875000 Penalty: 4525.622070
	Iteration 43Q: 3 clusters Score -1117667 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -1117668.250000 Penalty: 4525.622070
	Iteration 44Q: 3 clusters Score -1117668 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -1117670.375000 Penalty: 4525.622070
	Iteration 45Q: 3 clusters Score -1117670 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
Score: -1117678.000000 Penalty: 4525.622070
	Iteration 46Q: 3 clusters Score -1117678 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -1117682.000000 Penalty: 4525.622070
	Iteration 47Q: 3 clusters Score -1117682 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -1117692.000000 Penalty: 4525.622070
	Iteration 48Q: 3 clusters Score -1117692 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -1117693.750000 Penalty: 4525.622070
	Iteration 49Q: 3 clusters Score -1117694 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -1117693.750000 Penalty: 4525.622070
	Iteration 50F: 3 clusters Score -1117694 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (5297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Entering Unmasked Estep 
Score: -655582.187500 Penalty: 2126.574219
	Iteration 0F: 2 clusters Score -655582.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -650861.812500 Penalty: 4253.148438
	Iteration 0F: 3 clusters Score -650861.8 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -651991.687500 Penalty: 4253.148438
	Iteration 1F: 3 clusters Score -651991.7 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -652237.312500 Penalty: 4253.148438
	Iteration 2F: 3 clusters Score -652237.3 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -652376.062500 Penalty: 4253.148438
	Iteration 3F: 3 clusters Score -652376.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -652476.312500 Penalty: 4253.148438
	Iteration 4Q: 3 clusters Score -652476.3 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -652576.625000 Penalty: 4253.148438
	Iteration 5Q: 3 clusters Score -652576.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -652681.062500 Penalty: 4253.148438
	Iteration 6Q: 3 clusters Score -652681.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -652805.562500 Penalty: 4253.148438
	Iteration 7Q: 3 clusters Score -652805.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -652927.687500 Penalty: 4253.148438
	Iteration 8Q: 3 clusters Score -652927.7 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -653056.312500 Penalty: 4253.148438
	Iteration 9Q: 3 clusters Score -653056.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -653179.937500 Penalty: 4253.148438
	Iteration 10Q: 3 clusters Score -653179.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -653302.812500 Penalty: 4253.148438
	Iteration 11Q: 3 clusters Score -653302.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -653404.750000 Penalty: 4253.148438
	Iteration 12Q: 3 clusters Score -653404.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -653509.750000 Penalty: 4253.148438
	Iteration 13Q: 3 clusters Score -653509.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -653596.875000 Penalty: 4253.148438
	Iteration 14Q: 3 clusters Score -653596.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -653668.375000 Penalty: 4253.148438
	Iteration 15Q: 3 clusters Score -653668.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -653739.812500 Penalty: 4253.148438
	Iteration 16Q: 3 clusters Score -653739.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -653808.375000 Penalty: 4253.148438
	Iteration 17Q: 3 clusters Score -653808.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -653860.500000 Penalty: 4253.148438
	Iteration 18Q: 3 clusters Score -653860.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -653907.875000 Penalty: 4253.148438
	Iteration 19Q: 3 clusters Score -653907.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -653967.250000 Penalty: 4253.148438
	Iteration 20F: 3 clusters Score -653967.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -654019.312500 Penalty: 4253.148438
	Iteration 21Q: 3 clusters Score -654019.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -654076.812500 Penalty: 4253.148438
	Iteration 22Q: 3 clusters Score -654076.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -654125.687500 Penalty: 4253.148438
	Iteration 23Q: 3 clusters Score -654125.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -654157.562500 Penalty: 4253.148438
	Iteration 24Q: 3 clusters Score -654157.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -654186.562500 Penalty: 4253.148438
	Iteration 25Q: 3 clusters Score -654186.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -654203.062500 Penalty: 4253.148438
	Iteration 26Q: 3 clusters Score -654203.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -654214.875000 Penalty: 4253.148438
	Iteration 27Q: 3 clusters Score -654214.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -654223.250000 Penalty: 4253.148438
	Iteration 28Q: 3 clusters Score -654223.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -654228.437500 Penalty: 4253.148438
	Iteration 29Q: 3 clusters Score -654228.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -654233.937500 Penalty: 4253.148438
	Iteration 30Q: 3 clusters Score -654233.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -654240.687500 Penalty: 4253.148438
	Iteration 31Q: 3 clusters Score -654240.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -654244.875000 Penalty: 4253.148438
	Iteration 32Q: 3 clusters Score -654244.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -654252.375000 Penalty: 4253.148438
	Iteration 33Q: 3 clusters Score -654252.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -654258.562500 Penalty: 4253.148438
	Iteration 34Q: 3 clusters Score -654258.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -654258.250000 Penalty: 4253.148438
	Iteration 35Q: 3 clusters Score -654258.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -654261.250000 Penalty: 4253.148438
	Iteration 36Q: 3 clusters Score -654261.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -654264.375000 Penalty: 4253.148438
	Iteration 37Q: 3 clusters Score -654264.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -654263.937500 Penalty: 4253.148438
	Iteration 38Q: 3 clusters Score -654263.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -654263.625000 Penalty: 4253.148438
	Iteration 39Q: 3 clusters Score -654263.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -654263.125000 Penalty: 4253.148438
	Iteration 40F: 3 clusters Score -654263.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (27044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27044 members 
Entering Unmasked Estep 
Score: -3497469.000000 Penalty: 2530.894531
	Iteration 0F: 2 clusters Score -3497469 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13586 members 
Mstep: Class 2 contains 13458 members 
Entering Unmasked Estep 
Score: -3478826.500000 Penalty: 5061.789062
	Iteration 0F: 3 clusters Score -3478826 nChanged 12164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14034 members 
Mstep: Class 2 contains 13010 members 
Entering Unmasked Estep 
Score: -3485597.750000 Penalty: 5061.789062
	Iteration 1F: 3 clusters Score -3485598 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14330 members 
Mstep: Class 2 contains 12714 members 
Entering Unmasked Estep 
Score: -3486154.500000 Penalty: 5061.789062
	Iteration 2F: 3 clusters Score -3486154 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14805 members 
Mstep: Class 2 contains 12239 members 
Entering Unmasked Estep 
Score: -3486770.000000 Penalty: 5061.789062
	Iteration 3F: 3 clusters Score -3486770 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15466 members 
Mstep: Class 2 contains 11578 members 
Entering Unmasked Estep 
Score: -3487450.750000 Penalty: 5061.789062
	Iteration 4F: 3 clusters Score -3487451 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16319 members 
Mstep: Class 2 contains 10725 members 
Entering Unmasked Estep 
Score: -3488217.250000 Penalty: 5061.789062
	Iteration 5F: 3 clusters Score -3488217 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17311 members 
Mstep: Class 2 contains 9733 members 
Entering Unmasked Estep 
Score: -3489091.500000 Penalty: 5061.789062
	Iteration 6F: 3 clusters Score -3489092 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18456 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -3490107.250000 Penalty: 5061.789062
	Iteration 7F: 3 clusters Score -3490107 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19517 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -3491255.750000 Penalty: 5061.789062
	Iteration 8F: 3 clusters Score -3491256 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20470 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -3492494.500000 Penalty: 5061.789062
	Iteration 9Q: 3 clusters Score -3492494 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21157 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -3493397.250000 Penalty: 5061.789062
	Iteration 10Q: 3 clusters Score -3493397 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21613 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -3493835.000000 Penalty: 5061.789062
	Iteration 11Q: 3 clusters Score -3493835 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21895 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -3494016.250000 Penalty: 5061.789062
	Iteration 12Q: 3 clusters Score -3494016 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22158 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -3494145.500000 Penalty: 5061.789062
	Iteration 13Q: 3 clusters Score -3494146 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22348 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -3494206.000000 Penalty: 5061.789062
	Iteration 14Q: 3 clusters Score -3494206 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22511 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -3494245.000000 Penalty: 5061.789062
	Iteration 15Q: 3 clusters Score -3494245 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22658 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -3494291.250000 Penalty: 5061.789062
	Iteration 16Q: 3 clusters Score -3494291 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22787 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -3494332.500000 Penalty: 5061.789062
	Iteration 17Q: 3 clusters Score -3494332 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22903 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -3494349.250000 Penalty: 5061.789062
	Iteration 18Q: 3 clusters Score -3494349 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23017 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -3494376.500000 Penalty: 5061.789062
	Iteration 19Q: 3 clusters Score -3494376 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23131 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -3494400.500000 Penalty: 5061.789062
	Iteration 20F: 3 clusters Score -3494400 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23252 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -3494442.750000 Penalty: 5061.789062
	Iteration 21Q: 3 clusters Score -3494443 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23356 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -3494475.750000 Penalty: 5061.789062
	Iteration 22Q: 3 clusters Score -3494476 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23485 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -3494516.000000 Penalty: 5061.789062
	Iteration 23Q: 3 clusters Score -3494516 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23606 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -3494553.750000 Penalty: 5061.789062
	Iteration 24Q: 3 clusters Score -3494554 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23727 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -3494579.250000 Penalty: 5061.789062
	Iteration 25Q: 3 clusters Score -3494579 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23850 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -3494611.250000 Penalty: 5061.789062
	Iteration 26Q: 3 clusters Score -3494611 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23985 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -3494654.000000 Penalty: 5061.789062
	Iteration 27Q: 3 clusters Score -3494654 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24121 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -3494706.500000 Penalty: 5061.789062
	Iteration 28Q: 3 clusters Score -3494706 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24228 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -3494743.750000 Penalty: 5061.789062
	Iteration 29Q: 3 clusters Score -3494744 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24348 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -3494780.250000 Penalty: 5061.789062
	Iteration 30Q: 3 clusters Score -3494780 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24466 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -3494817.500000 Penalty: 5061.789062
	Iteration 31Q: 3 clusters Score -3494818 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24576 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -3494858.250000 Penalty: 5061.789062
	Iteration 32Q: 3 clusters Score -3494858 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24690 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -3494874.250000 Penalty: 5061.789062
	Iteration 33Q: 3 clusters Score -3494874 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24792 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -3494919.250000 Penalty: 5061.789062
	Iteration 34Q: 3 clusters Score -3494919 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24898 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -3494968.250000 Penalty: 5061.789062
	Iteration 35Q: 3 clusters Score -3494968 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24992 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -3494989.250000 Penalty: 5061.789062
	Iteration 36Q: 3 clusters Score -3494989 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25067 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -3495010.750000 Penalty: 5061.789062
	Iteration 37Q: 3 clusters Score -3495011 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25135 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -3495035.250000 Penalty: 5061.789062
	Iteration 38Q: 3 clusters Score -3495035 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25194 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -3495050.750000 Penalty: 5061.789062
	Iteration 39Q: 3 clusters Score -3495051 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25249 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -3495071.250000 Penalty: 5061.789062
	Iteration 40F: 3 clusters Score -3495071 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25297 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -3495086.000000 Penalty: 5061.789062
	Iteration 41Q: 3 clusters Score -3495086 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25339 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -3495091.250000 Penalty: 5061.789062
	Iteration 42Q: 3 clusters Score -3495091 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25377 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -3495104.250000 Penalty: 5061.789062
	Iteration 43Q: 3 clusters Score -3495104 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25414 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -3495116.000000 Penalty: 5061.789062
	Iteration 44Q: 3 clusters Score -3495116 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25443 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -3495126.750000 Penalty: 5061.789062
	Iteration 45Q: 3 clusters Score -3495127 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25462 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -3495128.250000 Penalty: 5061.789062
	Iteration 46Q: 3 clusters Score -3495128 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25490 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -3495133.000000 Penalty: 5061.789062
	Iteration 47Q: 3 clusters Score -3495133 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25508 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -3495140.500000 Penalty: 5061.789062
	Iteration 48Q: 3 clusters Score -3495140 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25524 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -3495148.000000 Penalty: 5061.789062
	Iteration 49Q: 3 clusters Score -3495148 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25536 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -3495148.500000 Penalty: 5061.789062
	Iteration 50Q: 3 clusters Score -3495148 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25553 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -3495155.500000 Penalty: 5061.789062
	Iteration 51Q: 3 clusters Score -3495156 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25560 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -3495151.250000 Penalty: 5061.789062
	Iteration 52Q: 3 clusters Score -3495151 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25565 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -3495157.500000 Penalty: 5061.789062
	Iteration 53Q: 3 clusters Score -3495158 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25572 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -3495169.250000 Penalty: 5061.789062
	Iteration 54Q: 3 clusters Score -3495169 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25582 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -3495173.750000 Penalty: 5061.789062
	Iteration 55Q: 3 clusters Score -3495174 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25598 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -3495179.000000 Penalty: 5061.789062
	Iteration 56Q: 3 clusters Score -3495179 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25610 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -3495180.750000 Penalty: 5061.789062
	Iteration 57Q: 3 clusters Score -3495181 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25626 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -3495186.250000 Penalty: 5061.789062
	Iteration 58Q: 3 clusters Score -3495186 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25638 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -3495189.250000 Penalty: 5061.789062
	Iteration 59Q: 3 clusters Score -3495189 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25652 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -3495195.250000 Penalty: 5061.789062
	Iteration 60F: 3 clusters Score -3495195 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25662 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -3495194.250000 Penalty: 5061.789062
	Iteration 61Q: 3 clusters Score -3495194 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25675 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -3495193.000000 Penalty: 5061.789062
	Iteration 62Q: 3 clusters Score -3495193 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25687 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -3495199.000000 Penalty: 5061.789062
	Iteration 63Q: 3 clusters Score -3495199 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25695 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -3495197.750000 Penalty: 5061.789062
	Iteration 64Q: 3 clusters Score -3495198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25698 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -3495197.750000 Penalty: 5061.789062
	Iteration 65Q: 3 clusters Score -3495198 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25700 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -3495202.250000 Penalty: 5061.789062
	Iteration 66Q: 3 clusters Score -3495202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25703 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -3495201.000000 Penalty: 5061.789062
	Iteration 67Q: 3 clusters Score -3495201 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25704 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -3495201.500000 Penalty: 5061.789062
	Iteration 68Q: 3 clusters Score -3495202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25706 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -3495202.000000 Penalty: 5061.789062
	Iteration 69Q: 3 clusters Score -3495202 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25707 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -3495202.250000 Penalty: 5061.789062
	Iteration 70Q: 3 clusters Score -3495202 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25708 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -3495204.000000 Penalty: 5061.789062
	Iteration 71Q: 3 clusters Score -3495204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25710 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -3495204.500000 Penalty: 5061.789062
	Iteration 72Q: 3 clusters Score -3495204 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25711 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -3495205.500000 Penalty: 5061.789062
	Iteration 73Q: 3 clusters Score -3495206 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25711 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -3495205.500000 Penalty: 5061.789062
	Iteration 74F: 3 clusters Score -3495206 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (9443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9443 members 
Entering Unmasked Estep 
Score: -1187238.250000 Penalty: 2269.951416
	Iteration 0F: 2 clusters Score -1187238 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -1179939.375000 Penalty: 4539.902832
	Iteration 0F: 3 clusters Score -1179939 nChanged 3874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -1182083.250000 Penalty: 4539.902832
	Iteration 1F: 3 clusters Score -1182083 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -1182390.375000 Penalty: 4539.902832
	Iteration 2F: 3 clusters Score -1182390 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -1182619.375000 Penalty: 4539.902832
	Iteration 3Q: 3 clusters Score -1182619 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -1182849.875000 Penalty: 4539.902832
	Iteration 4Q: 3 clusters Score -1182850 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -1183049.250000 Penalty: 4539.902832
	Iteration 5Q: 3 clusters Score -1183049 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -1183277.375000 Penalty: 4539.902832
	Iteration 6Q: 3 clusters Score -1183277 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -1183503.875000 Penalty: 4539.902832
	Iteration 7Q: 3 clusters Score -1183504 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -1183718.125000 Penalty: 4539.902832
	Iteration 8Q: 3 clusters Score -1183718 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -1183927.000000 Penalty: 4539.902832
	Iteration 9Q: 3 clusters Score -1183927 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -1184138.750000 Penalty: 4539.902832
	Iteration 10Q: 3 clusters Score -1184139 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -1184349.375000 Penalty: 4539.902832
	Iteration 11Q: 3 clusters Score -1184349 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -1184552.000000 Penalty: 4539.902832
	Iteration 12Q: 3 clusters Score -1184552 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -1184791.625000 Penalty: 4539.902832
	Iteration 13Q: 3 clusters Score -1184792 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -1185059.500000 Penalty: 4539.902832
	Iteration 14Q: 3 clusters Score -1185060 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -1185270.125000 Penalty: 4539.902832
	Iteration 15Q: 3 clusters Score -1185270 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -1185431.000000 Penalty: 4539.902832
	Iteration 16Q: 3 clusters Score -1185431 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -1185526.000000 Penalty: 4539.902832
	Iteration 17Q: 3 clusters Score -1185526 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -1185599.625000 Penalty: 4539.902832
	Iteration 18Q: 3 clusters Score -1185600 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -1185652.000000 Penalty: 4539.902832
	Iteration 19Q: 3 clusters Score -1185652 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -1185688.750000 Penalty: 4539.902832
	Iteration 20F: 3 clusters Score -1185689 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -1185723.125000 Penalty: 4539.902832
	Iteration 21Q: 3 clusters Score -1185723 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -1185758.250000 Penalty: 4539.902832
	Iteration 22Q: 3 clusters Score -1185758 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -1185792.250000 Penalty: 4539.902832
	Iteration 23Q: 3 clusters Score -1185792 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -1185807.875000 Penalty: 4539.902832
	Iteration 24Q: 3 clusters Score -1185808 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -1185820.250000 Penalty: 4539.902832
	Iteration 25Q: 3 clusters Score -1185820 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -1185837.875000 Penalty: 4539.902832
	Iteration 26Q: 3 clusters Score -1185838 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -1185847.125000 Penalty: 4539.902832
	Iteration 27Q: 3 clusters Score -1185847 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -1185854.500000 Penalty: 4539.902832
	Iteration 28Q: 3 clusters Score -1185854 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -1185867.250000 Penalty: 4539.902832
	Iteration 29Q: 3 clusters Score -1185867 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -1185876.250000 Penalty: 4539.902832
	Iteration 30Q: 3 clusters Score -1185876 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -1185886.875000 Penalty: 4539.902832
	Iteration 31Q: 3 clusters Score -1185887 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -1185894.375000 Penalty: 4539.902832
	Iteration 32Q: 3 clusters Score -1185894 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -1185900.625000 Penalty: 4539.902832
	Iteration 33Q: 3 clusters Score -1185901 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -1185905.250000 Penalty: 4539.902832
	Iteration 34Q: 3 clusters Score -1185905 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -1185915.625000 Penalty: 4539.902832
	Iteration 35Q: 3 clusters Score -1185916 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -1185924.875000 Penalty: 4539.902832
	Iteration 36Q: 3 clusters Score -1185925 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -1185936.000000 Penalty: 4539.902832
	Iteration 37Q: 3 clusters Score -1185936 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -1185943.375000 Penalty: 4539.902832
	Iteration 38Q: 3 clusters Score -1185943 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -1185946.000000 Penalty: 4539.902832
	Iteration 39Q: 3 clusters Score -1185946 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -1185951.750000 Penalty: 4539.902832
	Iteration 40F: 3 clusters Score -1185952 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -1185959.000000 Penalty: 4539.902832
	Iteration 41Q: 3 clusters Score -1185959 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -1185972.500000 Penalty: 4539.902832
	Iteration 42Q: 3 clusters Score -1185972 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -1185976.375000 Penalty: 4539.902832
	Iteration 43Q: 3 clusters Score -1185976 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -1185981.875000 Penalty: 4539.902832
	Iteration 44Q: 3 clusters Score -1185982 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -1185988.875000 Penalty: 4539.902832
	Iteration 45Q: 3 clusters Score -1185989 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -1185991.625000 Penalty: 4539.902832
	Iteration 46Q: 3 clusters Score -1185992 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -1185991.250000 Penalty: 4539.902832
	Iteration 47Q: 3 clusters Score -1185991 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -1185993.000000 Penalty: 4539.902832
	Iteration 48Q: 3 clusters Score -1185993 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -1185995.000000 Penalty: 4539.902832
	Iteration 49Q: 3 clusters Score -1185995 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -1185997.375000 Penalty: 4539.902832
	Iteration 50Q: 3 clusters Score -1185997 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -1185998.500000 Penalty: 4539.902832
	Iteration 51Q: 3 clusters Score -1185998 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -1185999.125000 Penalty: 4539.902832
	Iteration 52Q: 3 clusters Score -1185999 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -1185999.125000 Penalty: 4539.902832
	Iteration 53F: 3 clusters Score -1185999 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (9694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9694 members 
Entering Unmasked Estep 
Score: -1225786.625000 Penalty: 2276.457031
	Iteration 0F: 2 clusters Score -1225787 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -1218273.250000 Penalty: 4552.914062
	Iteration 0F: 3 clusters Score -1218273 nChanged 4058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -1220609.625000 Penalty: 4552.914062
	Iteration 1F: 3 clusters Score -1220610 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -1221051.625000 Penalty: 4552.914062
	Iteration 2F: 3 clusters Score -1221052 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -1221437.000000 Penalty: 4552.914062
	Iteration 3F: 3 clusters Score -1221437 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -1221778.125000 Penalty: 4552.914062
	Iteration 4F: 3 clusters Score -1221778 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -1222143.250000 Penalty: 4552.914062
	Iteration 5F: 3 clusters Score -1222143 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -1222510.875000 Penalty: 4552.914062
	Iteration 6F: 3 clusters Score -1222511 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -1222857.875000 Penalty: 4552.914062
	Iteration 7Q: 3 clusters Score -1222858 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -1223161.000000 Penalty: 4552.914062
	Iteration 8Q: 3 clusters Score -1223161 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -1223393.875000 Penalty: 4552.914062
	Iteration 9Q: 3 clusters Score -1223394 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -1223588.875000 Penalty: 4552.914062
	Iteration 10Q: 3 clusters Score -1223589 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -1223716.500000 Penalty: 4552.914062
	Iteration 11Q: 3 clusters Score -1223716 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -1223809.625000 Penalty: 4552.914062
	Iteration 12Q: 3 clusters Score -1223810 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -1223882.125000 Penalty: 4552.914062
	Iteration 13Q: 3 clusters Score -1223882 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -1223958.250000 Penalty: 4552.914062
	Iteration 14Q: 3 clusters Score -1223958 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -1224014.625000 Penalty: 4552.914062
	Iteration 15Q: 3 clusters Score -1224015 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -1224064.000000 Penalty: 4552.914062
	Iteration 16Q: 3 clusters Score -1224064 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -1224108.000000 Penalty: 4552.914062
	Iteration 17Q: 3 clusters Score -1224108 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -1224148.750000 Penalty: 4552.914062
	Iteration 18Q: 3 clusters Score -1224149 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -1224200.500000 Penalty: 4552.914062
	Iteration 19Q: 3 clusters Score -1224200 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -1224252.625000 Penalty: 4552.914062
	Iteration 20F: 3 clusters Score -1224253 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -1224299.500000 Penalty: 4552.914062
	Iteration 21Q: 3 clusters Score -1224300 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -1224346.250000 Penalty: 4552.914062
	Iteration 22Q: 3 clusters Score -1224346 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -1224390.750000 Penalty: 4552.914062
	Iteration 23Q: 3 clusters Score -1224391 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -1224427.875000 Penalty: 4552.914062
	Iteration 24Q: 3 clusters Score -1224428 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -1224447.250000 Penalty: 4552.914062
	Iteration 25Q: 3 clusters Score -1224447 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -1224468.125000 Penalty: 4552.914062
	Iteration 26Q: 3 clusters Score -1224468 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -1224485.250000 Penalty: 4552.914062
	Iteration 27Q: 3 clusters Score -1224485 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -1224496.750000 Penalty: 4552.914062
	Iteration 28Q: 3 clusters Score -1224497 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -1224506.375000 Penalty: 4552.914062
	Iteration 29Q: 3 clusters Score -1224506 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -1224512.750000 Penalty: 4552.914062
	Iteration 30Q: 3 clusters Score -1224513 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -1224524.250000 Penalty: 4552.914062
	Iteration 31Q: 3 clusters Score -1224524 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -1224529.375000 Penalty: 4552.914062
	Iteration 32Q: 3 clusters Score -1224529 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -1224539.375000 Penalty: 4552.914062
	Iteration 33Q: 3 clusters Score -1224539 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -1224553.000000 Penalty: 4552.914062
	Iteration 34Q: 3 clusters Score -1224553 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -1224558.625000 Penalty: 4552.914062
	Iteration 35Q: 3 clusters Score -1224559 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -1224567.125000 Penalty: 4552.914062
	Iteration 36Q: 3 clusters Score -1224567 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -1224572.250000 Penalty: 4552.914062
	Iteration 37Q: 3 clusters Score -1224572 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -1224579.625000 Penalty: 4552.914062
	Iteration 38Q: 3 clusters Score -1224580 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -1224584.625000 Penalty: 4552.914062
	Iteration 39Q: 3 clusters Score -1224585 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -1224588.250000 Penalty: 4552.914062
	Iteration 40F: 3 clusters Score -1224588 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -1224588.625000 Penalty: 4552.914062
	Iteration 41Q: 3 clusters Score -1224589 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -1224594.125000 Penalty: 4552.914062
	Iteration 42Q: 3 clusters Score -1224594 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -1224595.375000 Penalty: 4552.914062
	Iteration 43Q: 3 clusters Score -1224595 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -1224603.000000 Penalty: 4552.914062
	Iteration 44Q: 3 clusters Score -1224603 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -1224607.500000 Penalty: 4552.914062
	Iteration 45Q: 3 clusters Score -1224608 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -1224610.750000 Penalty: 4552.914062
	Iteration 46Q: 3 clusters Score -1224611 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -1224612.500000 Penalty: 4552.914062
	Iteration 47Q: 3 clusters Score -1224612 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -1224616.500000 Penalty: 4552.914062
	Iteration 48Q: 3 clusters Score -1224616 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -1224620.375000 Penalty: 4552.914062
	Iteration 49Q: 3 clusters Score -1224620 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -1224626.250000 Penalty: 4552.914062
	Iteration 50Q: 3 clusters Score -1224626 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -1224626.125000 Penalty: 4552.914062
	Iteration 51Q: 3 clusters Score -1224626 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -1224632.250000 Penalty: 4552.914062
	Iteration 52Q: 3 clusters Score -1224632 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -1224632.000000 Penalty: 4552.914062
	Iteration 53Q: 3 clusters Score -1224632 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -1224643.250000 Penalty: 4552.914062
	Iteration 54Q: 3 clusters Score -1224643 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -1224649.875000 Penalty: 4552.914062
	Iteration 55Q: 3 clusters Score -1224650 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -1224657.750000 Penalty: 4552.914062
	Iteration 56Q: 3 clusters Score -1224658 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -1224665.625000 Penalty: 4552.914062
	Iteration 57Q: 3 clusters Score -1224666 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -1224676.250000 Penalty: 4552.914062
	Iteration 58Q: 3 clusters Score -1224676 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -1224682.500000 Penalty: 4552.914062
	Iteration 59Q: 3 clusters Score -1224682 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -1224688.500000 Penalty: 4552.914062
	Iteration 60F: 3 clusters Score -1224688 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -1224695.000000 Penalty: 4552.914062
	Iteration 61Q: 3 clusters Score -1224695 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -1224700.500000 Penalty: 4552.914062
	Iteration 62Q: 3 clusters Score -1224700 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -1224700.625000 Penalty: 4552.914062
	Iteration 63Q: 3 clusters Score -1224701 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -1224702.500000 Penalty: 4552.914062
	Iteration 64Q: 3 clusters Score -1224702 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -1224704.500000 Penalty: 4552.914062
	Iteration 65Q: 3 clusters Score -1224704 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -1224706.375000 Penalty: 4552.914062
	Iteration 66Q: 3 clusters Score -1224706 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -1224706.000000 Penalty: 4552.914062
	Iteration 67Q: 3 clusters Score -1224706 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -1224710.250000 Penalty: 4552.914062
	Iteration 68Q: 3 clusters Score -1224710 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -1224710.125000 Penalty: 4552.914062
	Iteration 69Q: 3 clusters Score -1224710 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -1224709.125000 Penalty: 4552.914062
	Iteration 70Q: 3 clusters Score -1224709 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -1224712.250000 Penalty: 4552.914062
	Iteration 71Q: 3 clusters Score -1224712 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -1224710.625000 Penalty: 4552.914062
	Iteration 72Q: 3 clusters Score -1224711 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -1224712.250000 Penalty: 4552.914062
	Iteration 73Q: 3 clusters Score -1224712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -1224712.375000 Penalty: 4552.914062
	Iteration 74Q: 3 clusters Score -1224712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -1224713.625000 Penalty: 4552.914062
	Iteration 75Q: 3 clusters Score -1224714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -1224714.500000 Penalty: 4552.914062
	Iteration 76Q: 3 clusters Score -1224714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -1224715.750000 Penalty: 4552.914062
	Iteration 77Q: 3 clusters Score -1224716 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -1224714.625000 Penalty: 4552.914062
	Iteration 78Q: 3 clusters Score -1224715 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -1224712.625000 Penalty: 4552.914062
	Iteration 79Q: 3 clusters Score -1224713 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -1224715.750000 Penalty: 4552.914062
	Iteration 80F: 3 clusters Score -1224716 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (8382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Entering Unmasked Estep 
Score: -1054267.375000 Penalty: 2240.392822
	Iteration 0F: 2 clusters Score -1054267 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -1047554.625000 Penalty: 4480.785645
	Iteration 0F: 3 clusters Score -1047555 nChanged 3439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -1049427.125000 Penalty: 4480.785645
	Iteration 1F: 3 clusters Score -1049427 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -1049698.125000 Penalty: 4480.785645
	Iteration 2F: 3 clusters Score -1049698 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -1049896.625000 Penalty: 4480.785645
	Iteration 3F: 3 clusters Score -1049897 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -1050062.000000 Penalty: 4480.785645
	Iteration 4Q: 3 clusters Score -1050062 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -1050215.750000 Penalty: 4480.785645
	Iteration 5Q: 3 clusters Score -1050216 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -1050368.000000 Penalty: 4480.785645
	Iteration 6Q: 3 clusters Score -1050368 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -1050531.750000 Penalty: 4480.785645
	Iteration 7Q: 3 clusters Score -1050532 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -1050727.750000 Penalty: 4480.785645
	Iteration 8Q: 3 clusters Score -1050728 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -1050952.000000 Penalty: 4480.785645
	Iteration 9Q: 3 clusters Score -1050952 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -1051185.000000 Penalty: 4480.785645
	Iteration 10Q: 3 clusters Score -1051185 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -1051422.500000 Penalty: 4480.785645
	Iteration 11Q: 3 clusters Score -1051422 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -1051623.750000 Penalty: 4480.785645
	Iteration 12Q: 3 clusters Score -1051624 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -1051783.875000 Penalty: 4480.785645
	Iteration 13Q: 3 clusters Score -1051784 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -1051917.750000 Penalty: 4480.785645
	Iteration 14Q: 3 clusters Score -1051918 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -1052017.375000 Penalty: 4480.785645
	Iteration 15Q: 3 clusters Score -1052017 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -1052103.250000 Penalty: 4480.785645
	Iteration 16Q: 3 clusters Score -1052103 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -1052183.125000 Penalty: 4480.785645
	Iteration 17Q: 3 clusters Score -1052183 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -1052234.500000 Penalty: 4480.785645
	Iteration 18Q: 3 clusters Score -1052234 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -1052280.625000 Penalty: 4480.785645
	Iteration 19Q: 3 clusters Score -1052281 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -1052309.875000 Penalty: 4480.785645
	Iteration 20F: 3 clusters Score -1052310 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -1052332.875000 Penalty: 4480.785645
	Iteration 21Q: 3 clusters Score -1052333 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -1052347.875000 Penalty: 4480.785645
	Iteration 22Q: 3 clusters Score -1052348 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -1052362.500000 Penalty: 4480.785645
	Iteration 23Q: 3 clusters Score -1052362 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -1052373.125000 Penalty: 4480.785645
	Iteration 24Q: 3 clusters Score -1052373 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -1052379.375000 Penalty: 4480.785645
	Iteration 25Q: 3 clusters Score -1052379 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -1052384.375000 Penalty: 4480.785645
	Iteration 26Q: 3 clusters Score -1052384 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -1052386.625000 Penalty: 4480.785645
	Iteration 27Q: 3 clusters Score -1052387 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -1052387.750000 Penalty: 4480.785645
	Iteration 28Q: 3 clusters Score -1052388 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -1052389.625000 Penalty: 4480.785645
	Iteration 29Q: 3 clusters Score -1052390 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -1052389.625000 Penalty: 4480.785645
	Iteration 30F: 3 clusters Score -1052390 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (163100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163100 members 
Entering Unmasked Estep 
Score: -20907584.000000 Penalty: 2976.525635
	Iteration 0F: 2 clusters Score -2.090758e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81441 members 
Mstep: Class 2 contains 81659 members 
Entering Unmasked Estep 
Score: -20798250.000000 Penalty: 5953.051270
	Iteration 0F: 3 clusters Score -2.079825e+07 nChanged 78115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81006 members 
Mstep: Class 2 contains 82094 members 
Entering Unmasked Estep 
Score: -20843376.000000 Penalty: 5953.051270
	Iteration 1F: 3 clusters Score -2.084338e+07 nChanged 4247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80831 members 
Mstep: Class 2 contains 82269 members 
Entering Unmasked Estep 
Score: -20844266.000000 Penalty: 5953.051270
	Iteration 2Q: 3 clusters Score -2.084427e+07 nChanged 4317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80570 members 
Mstep: Class 2 contains 82530 members 
Entering Unmasked Estep 
Score: -20845112.000000 Penalty: 5953.051270
	Iteration 3Q: 3 clusters Score -2.084511e+07 nChanged 4374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80126 members 
Mstep: Class 2 contains 82974 members 
Entering Unmasked Estep 
Score: -20846112.000000 Penalty: 5953.051270
	Iteration 4Q: 3 clusters Score -2.084611e+07 nChanged 4561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79595 members 
Mstep: Class 2 contains 83505 members 
Entering Unmasked Estep 
Score: -20847232.000000 Penalty: 5953.051270
	Iteration 5Q: 3 clusters Score -2.084723e+07 nChanged 4829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78862 members 
Mstep: Class 2 contains 84238 members 
Entering Unmasked Estep 
Score: -20848414.000000 Penalty: 5953.051270
	Iteration 6Q: 3 clusters Score -2.084841e+07 nChanged 5318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77730 members 
Mstep: Class 2 contains 85370 members 
Entering Unmasked Estep 
Score: -20849962.000000 Penalty: 5953.051270
	Iteration 7Q: 3 clusters Score -2.084996e+07 nChanged 5789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76001 members 
Mstep: Class 2 contains 87099 members 
Entering Unmasked Estep 
Score: -20852068.000000 Penalty: 5953.051270
	Iteration 8Q: 3 clusters Score -2.085207e+07 nChanged 6334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73507 members 
Mstep: Class 2 contains 89593 members 
Entering Unmasked Estep 
Score: -20854374.000000 Penalty: 5953.051270
	Iteration 9Q: 3 clusters Score -2.085437e+07 nChanged 6874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69795 members 
Mstep: Class 2 contains 93305 members 
Entering Unmasked Estep 
Score: -20857362.000000 Penalty: 5953.051270
	Iteration 10Q: 3 clusters Score -2.085736e+07 nChanged 7562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64621 members 
Mstep: Class 2 contains 98479 members 
Entering Unmasked Estep 
Score: -20861018.000000 Penalty: 5953.051270
	Iteration 11Q: 3 clusters Score -2.086102e+07 nChanged 8228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57901 members 
Mstep: Class 2 contains 105199 members 
Entering Unmasked Estep 
Score: -20865486.000000 Penalty: 5953.051270
	Iteration 12F: 3 clusters Score -2.086549e+07 nChanged 9103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49548 members 
Mstep: Class 2 contains 113552 members 
Entering Unmasked Estep 
Score: -20871068.000000 Penalty: 5953.051270
	Iteration 13F: 3 clusters Score -2.087107e+07 nChanged 9890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39938 members 
Mstep: Class 2 contains 123162 members 
Entering Unmasked Estep 
Score: -20877658.000000 Penalty: 5953.051270
	Iteration 14F: 3 clusters Score -2.087766e+07 nChanged 9944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30066 members 
Mstep: Class 2 contains 133034 members 
Entering Unmasked Estep 
Score: -20884308.000000 Penalty: 5953.051270
	Iteration 15F: 3 clusters Score -2.088431e+07 nChanged 8867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21217 members 
Mstep: Class 2 contains 141883 members 
Entering Unmasked Estep 
Score: -20890750.000000 Penalty: 5953.051270
	Iteration 16F: 3 clusters Score -2.089075e+07 nChanged 7083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14140 members 
Mstep: Class 2 contains 148960 members 
Entering Unmasked Estep 
Score: -20896120.000000 Penalty: 5953.051270
	Iteration 17Q: 3 clusters Score -2.089612e+07 nChanged 4891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 153839 members 
Entering Unmasked Estep 
Score: -20899672.000000 Penalty: 5953.051270
	Iteration 18Q: 3 clusters Score -2.089967e+07 nChanged 3135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 156962 members 
Entering Unmasked Estep 
Score: -20901676.000000 Penalty: 5953.051270
	Iteration 19Q: 3 clusters Score -2.090168e+07 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 158883 members 
Entering Unmasked Estep 
Score: -20902922.000000 Penalty: 5953.051270
	Iteration 20F: 3 clusters Score -2.090292e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 160078 members 
Entering Unmasked Estep 
Score: -20903712.000000 Penalty: 5953.051270
	Iteration 21Q: 3 clusters Score -2.090371e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 160794 members 
Entering Unmasked Estep 
Score: -20904168.000000 Penalty: 5953.051270
	Iteration 22Q: 3 clusters Score -2.090417e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 161234 members 
Entering Unmasked Estep 
Score: -20904360.000000 Penalty: 5953.051270
	Iteration 23Q: 3 clusters Score -2.090436e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 161526 members 
Entering Unmasked Estep 
Score: -20904528.000000 Penalty: 5953.051270
	Iteration 24Q: 3 clusters Score -2.090453e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 161715 members 
Entering Unmasked Estep 
Score: -20904650.000000 Penalty: 5953.051270
	Iteration 25Q: 3 clusters Score -2.090465e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 161840 members 
Entering Unmasked Estep 
Score: -20904756.000000 Penalty: 5953.051270
	Iteration 26Q: 3 clusters Score -2.090476e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 161938 members 
Entering Unmasked Estep 
Score: -20904810.000000 Penalty: 5953.051270
	Iteration 27Q: 3 clusters Score -2.090481e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 162008 members 
Entering Unmasked Estep 
Score: -20904896.000000 Penalty: 5953.051270
	Iteration 28Q: 3 clusters Score -2.09049e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 162069 members 
Entering Unmasked Estep 
Score: -20904910.000000 Penalty: 5953.051270
	Iteration 29Q: 3 clusters Score -2.090491e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 162116 members 
Entering Unmasked Estep 
Score: -20904944.000000 Penalty: 5953.051270
	Iteration 30Q: 3 clusters Score -2.090494e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 162154 members 
Entering Unmasked Estep 
Score: -20904982.000000 Penalty: 5953.051270
	Iteration 31Q: 3 clusters Score -2.090498e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 162172 members 
Entering Unmasked Estep 
Score: -20904990.000000 Penalty: 5953.051270
	Iteration 32Q: 3 clusters Score -2.090499e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 162191 members 
Entering Unmasked Estep 
Score: -20904996.000000 Penalty: 5953.051270
	Iteration 33Q: 3 clusters Score -2.0905e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 162197 members 
Entering Unmasked Estep 
Score: -20904980.000000 Penalty: 5953.051270
	Iteration 34Q: 3 clusters Score -2.090498e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 162208 members 
Entering Unmasked Estep 
Score: -20904994.000000 Penalty: 5953.051270
	Iteration 35Q: 3 clusters Score -2.090499e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 162217 members 
Entering Unmasked Estep 
Score: -20904988.000000 Penalty: 5953.051270
	Iteration 36Q: 3 clusters Score -2.090499e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 162224 members 
Entering Unmasked Estep 
Score: -20904990.000000 Penalty: 5953.051270
	Iteration 37Q: 3 clusters Score -2.090499e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 162235 members 
Entering Unmasked Estep 
Score: -20904976.000000 Penalty: 5953.051270
	Iteration 38Q: 3 clusters Score -2.090498e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 162250 members 
Entering Unmasked Estep 
Score: -20904990.000000 Penalty: 5953.051270
	Iteration 39Q: 3 clusters Score -2.090499e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 162262 members 
Entering Unmasked Estep 
Score: -20905008.000000 Penalty: 5953.051270
	Iteration 40F: 3 clusters Score -2.090501e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 162273 members 
Entering Unmasked Estep 
Score: -20905002.000000 Penalty: 5953.051270
	Iteration 41Q: 3 clusters Score -2.0905e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 162283 members 
Entering Unmasked Estep 
Score: -20905014.000000 Penalty: 5953.051270
	Iteration 42Q: 3 clusters Score -2.090501e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 162294 members 
Entering Unmasked Estep 
Score: -20905022.000000 Penalty: 5953.051270
	Iteration 43Q: 3 clusters Score -2.090502e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 162306 members 
Entering Unmasked Estep 
Score: -20905032.000000 Penalty: 5953.051270
	Iteration 44Q: 3 clusters Score -2.090503e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 162309 members 
Entering Unmasked Estep 
Score: -20905042.000000 Penalty: 5953.051270
	Iteration 45Q: 3 clusters Score -2.090504e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 162309 members 
Entering Unmasked Estep 
Score: -20905040.000000 Penalty: 5953.051270
	Iteration 46Q: 3 clusters Score -2.090504e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 162310 members 
Entering Unmasked Estep 
Score: -20905048.000000 Penalty: 5953.051270
	Iteration 47Q: 3 clusters Score -2.090505e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 162312 members 
Entering Unmasked Estep 
Score: -20905052.000000 Penalty: 5953.051270
	Iteration 48Q: 3 clusters Score -2.090505e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 162314 members 
Entering Unmasked Estep 
Score: -20905050.000000 Penalty: 5953.051270
	Iteration 49Q: 3 clusters Score -2.090505e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 162315 members 
Entering Unmasked Estep 
Score: -20905044.000000 Penalty: 5953.051270
	Iteration 50Q: 3 clusters Score -2.090504e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 162315 members 
Entering Unmasked Estep 
Score: -20905044.000000 Penalty: 5953.051270
	Iteration 51F: 3 clusters Score -2.090504e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (41538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41538 members 
Entering Unmasked Estep 
Score: -5244881.000000 Penalty: 2637.322266
	Iteration 0F: 2 clusters Score -5244881 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20780 members 
Mstep: Class 2 contains 20758 members 
Entering Unmasked Estep 
Score: -5216761.000000 Penalty: 5274.644531
	Iteration 0F: 3 clusters Score -5216761 nChanged 19074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20934 members 
Mstep: Class 2 contains 20604 members 
Entering Unmasked Estep 
Score: -5227312.500000 Penalty: 5274.644531
	Iteration 1F: 3 clusters Score -5227312 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20984 members 
Mstep: Class 2 contains 20554 members 
Entering Unmasked Estep 
Score: -5227884.000000 Penalty: 5274.644531
	Iteration 2Q: 3 clusters Score -5227884 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20991 members 
Mstep: Class 2 contains 20547 members 
Entering Unmasked Estep 
Score: -5228585.000000 Penalty: 5274.644531
	Iteration 3Q: 3 clusters Score -5228585 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20912 members 
Mstep: Class 2 contains 20626 members 
Entering Unmasked Estep 
Score: -5229383.500000 Penalty: 5274.644531
	Iteration 4Q: 3 clusters Score -5229384 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20671 members 
Mstep: Class 2 contains 20867 members 
Entering Unmasked Estep 
Score: -5230326.000000 Penalty: 5274.644531
	Iteration 5Q: 3 clusters Score -5230326 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20167 members 
Mstep: Class 2 contains 21371 members 
Entering Unmasked Estep 
Score: -5231391.000000 Penalty: 5274.644531
	Iteration 6F: 3 clusters Score -5231391 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19487 members 
Mstep: Class 2 contains 22051 members 
Entering Unmasked Estep 
Score: -5232605.500000 Penalty: 5274.644531
	Iteration 7F: 3 clusters Score -5232606 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18546 members 
Mstep: Class 2 contains 22992 members 
Entering Unmasked Estep 
Score: -5233995.500000 Penalty: 5274.644531
	Iteration 8F: 3 clusters Score -5233996 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17525 members 
Mstep: Class 2 contains 24013 members 
Entering Unmasked Estep 
Score: -5235623.000000 Penalty: 5274.644531
	Iteration 9F: 3 clusters Score -5235623 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16565 members 
Mstep: Class 2 contains 24973 members 
Entering Unmasked Estep 
Score: -5237297.500000 Penalty: 5274.644531
	Iteration 10F: 3 clusters Score -5237298 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15692 members 
Mstep: Class 2 contains 25846 members 
Entering Unmasked Estep 
Score: -5238861.500000 Penalty: 5274.644531
	Iteration 11Q: 3 clusters Score -5238862 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14926 members 
Mstep: Class 2 contains 26612 members 
Entering Unmasked Estep 
Score: -5239976.000000 Penalty: 5274.644531
	Iteration 12Q: 3 clusters Score -5239976 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14204 members 
Mstep: Class 2 contains 27334 members 
Entering Unmasked Estep 
Score: -5240681.500000 Penalty: 5274.644531
	Iteration 13Q: 3 clusters Score -5240682 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13517 members 
Mstep: Class 2 contains 28021 members 
Entering Unmasked Estep 
Score: -5241152.000000 Penalty: 5274.644531
	Iteration 14Q: 3 clusters Score -5241152 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12922 members 
Mstep: Class 2 contains 28616 members 
Entering Unmasked Estep 
Score: -5241485.500000 Penalty: 5274.644531
	Iteration 15Q: 3 clusters Score -5241486 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12359 members 
Mstep: Class 2 contains 29179 members 
Entering Unmasked Estep 
Score: -5241790.500000 Penalty: 5274.644531
	Iteration 16Q: 3 clusters Score -5241790 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11845 members 
Mstep: Class 2 contains 29693 members 
Entering Unmasked Estep 
Score: -5242016.000000 Penalty: 5274.644531
	Iteration 17Q: 3 clusters Score -5242016 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11398 members 
Mstep: Class 2 contains 30140 members 
Entering Unmasked Estep 
Score: -5242198.500000 Penalty: 5274.644531
	Iteration 18Q: 3 clusters Score -5242198 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11036 members 
Mstep: Class 2 contains 30502 members 
Entering Unmasked Estep 
Score: -5242287.500000 Penalty: 5274.644531
	Iteration 19Q: 3 clusters Score -5242288 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10716 members 
Mstep: Class 2 contains 30822 members 
Entering Unmasked Estep 
Score: -5242377.000000 Penalty: 5274.644531
	Iteration 20F: 3 clusters Score -5242377 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10421 members 
Mstep: Class 2 contains 31117 members 
Entering Unmasked Estep 
Score: -5242462.000000 Penalty: 5274.644531
	Iteration 21Q: 3 clusters Score -5242462 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10151 members 
Mstep: Class 2 contains 31387 members 
Entering Unmasked Estep 
Score: -5242530.500000 Penalty: 5274.644531
	Iteration 22Q: 3 clusters Score -5242530 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9926 members 
Mstep: Class 2 contains 31612 members 
Entering Unmasked Estep 
Score: -5242558.500000 Penalty: 5274.644531
	Iteration 23Q: 3 clusters Score -5242558 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 31811 members 
Entering Unmasked Estep 
Score: -5242611.000000 Penalty: 5274.644531
	Iteration 24Q: 3 clusters Score -5242611 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 32009 members 
Entering Unmasked Estep 
Score: -5242647.000000 Penalty: 5274.644531
	Iteration 25Q: 3 clusters Score -5242647 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9349 members 
Mstep: Class 2 contains 32189 members 
Entering Unmasked Estep 
Score: -5242673.000000 Penalty: 5274.644531
	Iteration 26Q: 3 clusters Score -5242673 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 32363 members 
Entering Unmasked Estep 
Score: -5242687.000000 Penalty: 5274.644531
	Iteration 27Q: 3 clusters Score -5242687 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 32513 members 
Entering Unmasked Estep 
Score: -5242732.500000 Penalty: 5274.644531
	Iteration 28Q: 3 clusters Score -5242732 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 32646 members 
Entering Unmasked Estep 
Score: -5242754.000000 Penalty: 5274.644531
	Iteration 29Q: 3 clusters Score -5242754 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 32768 members 
Entering Unmasked Estep 
Score: -5242777.000000 Penalty: 5274.644531
	Iteration 30Q: 3 clusters Score -5242777 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 32886 members 
Entering Unmasked Estep 
Score: -5242819.500000 Penalty: 5274.644531
	Iteration 31Q: 3 clusters Score -5242820 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 32985 members 
Entering Unmasked Estep 
Score: -5242813.000000 Penalty: 5274.644531
	Iteration 32Q: 3 clusters Score -5242813 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 33067 members 
Entering Unmasked Estep 
Score: -5242823.500000 Penalty: 5274.644531
	Iteration 33Q: 3 clusters Score -5242824 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 33141 members 
Entering Unmasked Estep 
Score: -5242840.000000 Penalty: 5274.644531
	Iteration 34Q: 3 clusters Score -5242840 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 33200 members 
Entering Unmasked Estep 
Score: -5242837.500000 Penalty: 5274.644531
	Iteration 35Q: 3 clusters Score -5242838 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 33253 members 
Entering Unmasked Estep 
Score: -5242839.000000 Penalty: 5274.644531
	Iteration 36Q: 3 clusters Score -5242839 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 33297 members 
Entering Unmasked Estep 
Score: -5242844.500000 Penalty: 5274.644531
	Iteration 37Q: 3 clusters Score -5242844 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 33344 members 
Entering Unmasked Estep 
Score: -5242850.500000 Penalty: 5274.644531
	Iteration 38Q: 3 clusters Score -5242850 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 33392 members 
Entering Unmasked Estep 
Score: -5242858.500000 Penalty: 5274.644531
	Iteration 39Q: 3 clusters Score -5242858 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 33445 members 
Entering Unmasked Estep 
Score: -5242862.000000 Penalty: 5274.644531
	Iteration 40F: 3 clusters Score -5242862 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 33483 members 
Entering Unmasked Estep 
Score: -5242872.500000 Penalty: 5274.644531
	Iteration 41Q: 3 clusters Score -5242872 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 33515 members 
Entering Unmasked Estep 
Score: -5242892.500000 Penalty: 5274.644531
	Iteration 42Q: 3 clusters Score -5242892 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 33544 members 
Entering Unmasked Estep 
Score: -5242896.500000 Penalty: 5274.644531
	Iteration 43Q: 3 clusters Score -5242896 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 33579 members 
Entering Unmasked Estep 
Score: -5242904.500000 Penalty: 5274.644531
	Iteration 44Q: 3 clusters Score -5242904 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 33606 members 
Entering Unmasked Estep 
Score: -5242903.000000 Penalty: 5274.644531
	Iteration 45Q: 3 clusters Score -5242903 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 33632 members 
Entering Unmasked Estep 
Score: -5242896.500000 Penalty: 5274.644531
	Iteration 46Q: 3 clusters Score -5242896 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 33664 members 
Entering Unmasked Estep 
Score: -5242893.000000 Penalty: 5274.644531
	Iteration 47Q: 3 clusters Score -5242893 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 33694 members 
Entering Unmasked Estep 
Score: -5242895.000000 Penalty: 5274.644531
	Iteration 48Q: 3 clusters Score -5242895 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 33720 members 
Entering Unmasked Estep 
Score: -5242899.000000 Penalty: 5274.644531
	Iteration 49Q: 3 clusters Score -5242899 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 33741 members 
Entering Unmasked Estep 
Score: -5242901.500000 Penalty: 5274.644531
	Iteration 50Q: 3 clusters Score -5242902 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 33758 members 
Entering Unmasked Estep 
Score: -5242903.500000 Penalty: 5274.644531
	Iteration 51Q: 3 clusters Score -5242904 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 33777 members 
Entering Unmasked Estep 
Score: -5242910.000000 Penalty: 5274.644531
	Iteration 52Q: 3 clusters Score -5242910 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 33795 members 
Entering Unmasked Estep 
Score: -5242909.500000 Penalty: 5274.644531
	Iteration 53Q: 3 clusters Score -5242910 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 33812 members 
Entering Unmasked Estep 
Score: -5242914.000000 Penalty: 5274.644531
	Iteration 54Q: 3 clusters Score -5242914 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 33834 members 
Entering Unmasked Estep 
Score: -5242909.000000 Penalty: 5274.644531
	Iteration 55Q: 3 clusters Score -5242909 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 33860 members 
Entering Unmasked Estep 
Score: -5242913.500000 Penalty: 5274.644531
	Iteration 56Q: 3 clusters Score -5242914 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 33882 members 
Entering Unmasked Estep 
Score: -5242906.500000 Penalty: 5274.644531
	Iteration 57Q: 3 clusters Score -5242906 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 33896 members 
Entering Unmasked Estep 
Score: -5242897.000000 Penalty: 5274.644531
	Iteration 58Q: 3 clusters Score -5242897 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 33909 members 
Entering Unmasked Estep 
Score: -5242902.000000 Penalty: 5274.644531
	Iteration 59Q: 3 clusters Score -5242902 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 33926 members 
Entering Unmasked Estep 
Score: -5242904.000000 Penalty: 5274.644531
	Iteration 60F: 3 clusters Score -5242904 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 33947 members 
Entering Unmasked Estep 
Score: -5242905.500000 Penalty: 5274.644531
	Iteration 61Q: 3 clusters Score -5242906 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 33967 members 
Entering Unmasked Estep 
Score: -5242923.500000 Penalty: 5274.644531
	Iteration 62Q: 3 clusters Score -5242924 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 33988 members 
Entering Unmasked Estep 
Score: -5242922.000000 Penalty: 5274.644531
	Iteration 63Q: 3 clusters Score -5242922 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 34011 members 
Entering Unmasked Estep 
Score: -5242921.000000 Penalty: 5274.644531
	Iteration 64Q: 3 clusters Score -5242921 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 34037 members 
Entering Unmasked Estep 
Score: -5242909.500000 Penalty: 5274.644531
	Iteration 65Q: 3 clusters Score -5242910 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 34063 members 
Entering Unmasked Estep 
Score: -5242908.000000 Penalty: 5274.644531
	Iteration 66Q: 3 clusters Score -5242908 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 34090 members 
Entering Unmasked Estep 
Score: -5242907.500000 Penalty: 5274.644531
	Iteration 67Q: 3 clusters Score -5242908 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 34111 members 
Entering Unmasked Estep 
Score: -5242905.500000 Penalty: 5274.644531
	Iteration 68Q: 3 clusters Score -5242906 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 34128 members 
Entering Unmasked Estep 
Score: -5242905.000000 Penalty: 5274.644531
	Iteration 69Q: 3 clusters Score -5242905 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 34142 members 
Entering Unmasked Estep 
Score: -5242906.000000 Penalty: 5274.644531
	Iteration 70Q: 3 clusters Score -5242906 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 34158 members 
Entering Unmasked Estep 
Score: -5242912.000000 Penalty: 5274.644531
	Iteration 71Q: 3 clusters Score -5242912 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 34172 members 
Entering Unmasked Estep 
Score: -5242916.500000 Penalty: 5274.644531
	Iteration 72Q: 3 clusters Score -5242916 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 34184 members 
Entering Unmasked Estep 
Score: -5242909.000000 Penalty: 5274.644531
	Iteration 73Q: 3 clusters Score -5242909 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 34195 members 
Entering Unmasked Estep 
Score: -5242908.000000 Penalty: 5274.644531
	Iteration 74Q: 3 clusters Score -5242908 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 34215 members 
Entering Unmasked Estep 
Score: -5242912.000000 Penalty: 5274.644531
	Iteration 75Q: 3 clusters Score -5242912 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 34233 members 
Entering Unmasked Estep 
Score: -5242910.000000 Penalty: 5274.644531
	Iteration 76Q: 3 clusters Score -5242910 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 34247 members 
Entering Unmasked Estep 
Score: -5242915.000000 Penalty: 5274.644531
	Iteration 77Q: 3 clusters Score -5242915 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 34259 members 
Entering Unmasked Estep 
Score: -5242907.000000 Penalty: 5274.644531
	Iteration 78Q: 3 clusters Score -5242907 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 34271 members 
Entering Unmasked Estep 
Score: -5242911.000000 Penalty: 5274.644531
	Iteration 79Q: 3 clusters Score -5242911 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 34281 members 
Entering Unmasked Estep 
Score: -5242905.000000 Penalty: 5274.644531
	Iteration 80F: 3 clusters Score -5242905 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 34291 members 
Entering Unmasked Estep 
Score: -5242913.500000 Penalty: 5274.644531
	Iteration 81Q: 3 clusters Score -5242914 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 34303 members 
Entering Unmasked Estep 
Score: -5242907.500000 Penalty: 5274.644531
	Iteration 82Q: 3 clusters Score -5242908 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 34317 members 
Entering Unmasked Estep 
Score: -5242911.500000 Penalty: 5274.644531
	Iteration 83Q: 3 clusters Score -5242912 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 34332 members 
Entering Unmasked Estep 
Score: -5242909.500000 Penalty: 5274.644531
	Iteration 84Q: 3 clusters Score -5242910 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 34348 members 
Entering Unmasked Estep 
Score: -5242917.000000 Penalty: 5274.644531
	Iteration 85Q: 3 clusters Score -5242917 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 34357 members 
Entering Unmasked Estep 
Score: -5242913.000000 Penalty: 5274.644531
	Iteration 86Q: 3 clusters Score -5242913 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 34365 members 
Entering Unmasked Estep 
Score: -5242913.500000 Penalty: 5274.644531
	Iteration 87Q: 3 clusters Score -5242914 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 34373 members 
Entering Unmasked Estep 
Score: -5242911.500000 Penalty: 5274.644531
	Iteration 88Q: 3 clusters Score -5242912 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 34380 members 
Entering Unmasked Estep 
Score: -5242917.000000 Penalty: 5274.644531
	Iteration 89Q: 3 clusters Score -5242917 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 34387 members 
Entering Unmasked Estep 
Score: -5242927.000000 Penalty: 5274.644531
	Iteration 90Q: 3 clusters Score -5242927 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 34389 members 
Entering Unmasked Estep 
Score: -5242923.500000 Penalty: 5274.644531
	Iteration 91Q: 3 clusters Score -5242924 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 34392 members 
Entering Unmasked Estep 
Score: -5242930.000000 Penalty: 5274.644531
	Iteration 92Q: 3 clusters Score -5242930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 34394 members 
Entering Unmasked Estep 
Score: -5242928.500000 Penalty: 5274.644531
	Iteration 93Q: 3 clusters Score -5242928 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 34395 members 
Entering Unmasked Estep 
Score: -5242934.500000 Penalty: 5274.644531
	Iteration 94Q: 3 clusters Score -5242934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 34397 members 
Entering Unmasked Estep 
Score: -5242934.500000 Penalty: 5274.644531
	Iteration 95Q: 3 clusters Score -5242934 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 34397 members 
Entering Unmasked Estep 
Score: -5242934.500000 Penalty: 5274.644531
	Iteration 96F: 3 clusters Score -5242934 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (12625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12625 members 
Entering Unmasked Estep 
Score: -1460504.000000 Penalty: 2341.971924
	Iteration 0F: 2 clusters Score -1460504 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -1451200.250000 Penalty: 4683.943848
	Iteration 0F: 3 clusters Score -1451200 nChanged 5432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -1454244.375000 Penalty: 4683.943848
	Iteration 1F: 3 clusters Score -1454244 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -1454748.250000 Penalty: 4683.943848
	Iteration 2F: 3 clusters Score -1454748 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -1455148.625000 Penalty: 4683.943848
	Iteration 3F: 3 clusters Score -1455149 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -1455511.250000 Penalty: 4683.943848
	Iteration 4F: 3 clusters Score -1455511 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -1455899.375000 Penalty: 4683.943848
	Iteration 5Q: 3 clusters Score -1455899 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -1456329.750000 Penalty: 4683.943848
	Iteration 6Q: 3 clusters Score -1456330 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -1456788.000000 Penalty: 4683.943848
	Iteration 7Q: 3 clusters Score -1456788 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -1457263.875000 Penalty: 4683.943848
	Iteration 8Q: 3 clusters Score -1457264 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -1457684.250000 Penalty: 4683.943848
	Iteration 9Q: 3 clusters Score -1457684 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10028 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -1458073.375000 Penalty: 4683.943848
	Iteration 10Q: 3 clusters Score -1458073 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10302 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -1458364.875000 Penalty: 4683.943848
	Iteration 11Q: 3 clusters Score -1458365 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10513 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -1458578.000000 Penalty: 4683.943848
	Iteration 12Q: 3 clusters Score -1458578 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10687 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -1458744.250000 Penalty: 4683.943848
	Iteration 13Q: 3 clusters Score -1458744 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10835 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -1458870.750000 Penalty: 4683.943848
	Iteration 14Q: 3 clusters Score -1458871 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10932 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -1458936.625000 Penalty: 4683.943848
	Iteration 15Q: 3 clusters Score -1458937 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11018 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -1458989.500000 Penalty: 4683.943848
	Iteration 16Q: 3 clusters Score -1458990 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11091 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -1459041.625000 Penalty: 4683.943848
	Iteration 17Q: 3 clusters Score -1459042 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11145 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -1459070.500000 Penalty: 4683.943848
	Iteration 18Q: 3 clusters Score -1459070 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11185 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -1459090.750000 Penalty: 4683.943848
	Iteration 19Q: 3 clusters Score -1459091 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11220 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -1459108.875000 Penalty: 4683.943848
	Iteration 20F: 3 clusters Score -1459109 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11244 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -1459122.125000 Penalty: 4683.943848
	Iteration 21Q: 3 clusters Score -1459122 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11268 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -1459135.500000 Penalty: 4683.943848
	Iteration 22Q: 3 clusters Score -1459136 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11286 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -1459147.375000 Penalty: 4683.943848
	Iteration 23Q: 3 clusters Score -1459147 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11299 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -1459152.125000 Penalty: 4683.943848
	Iteration 24Q: 3 clusters Score -1459152 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11309 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -1459154.875000 Penalty: 4683.943848
	Iteration 25Q: 3 clusters Score -1459155 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11324 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -1459160.625000 Penalty: 4683.943848
	Iteration 26Q: 3 clusters Score -1459161 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11337 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -1459167.500000 Penalty: 4683.943848
	Iteration 27Q: 3 clusters Score -1459168 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11352 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -1459172.625000 Penalty: 4683.943848
	Iteration 28Q: 3 clusters Score -1459173 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11361 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -1459179.125000 Penalty: 4683.943848
	Iteration 29Q: 3 clusters Score -1459179 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11367 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -1459181.875000 Penalty: 4683.943848
	Iteration 30Q: 3 clusters Score -1459182 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11374 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -1459180.875000 Penalty: 4683.943848
	Iteration 31Q: 3 clusters Score -1459181 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11382 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -1459180.750000 Penalty: 4683.943848
	Iteration 32Q: 3 clusters Score -1459181 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11393 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -1459190.250000 Penalty: 4683.943848
	Iteration 33Q: 3 clusters Score -1459190 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11403 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -1459195.375000 Penalty: 4683.943848
	Iteration 34Q: 3 clusters Score -1459195 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11422 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1459205.000000 Penalty: 4683.943848
	Iteration 35Q: 3 clusters Score -1459205 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11437 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -1459213.000000 Penalty: 4683.943848
	Iteration 36Q: 3 clusters Score -1459213 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11448 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -1459217.625000 Penalty: 4683.943848
	Iteration 37Q: 3 clusters Score -1459218 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11455 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -1459219.625000 Penalty: 4683.943848
	Iteration 38Q: 3 clusters Score -1459220 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11466 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -1459224.000000 Penalty: 4683.943848
	Iteration 39Q: 3 clusters Score -1459224 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11467 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -1459225.125000 Penalty: 4683.943848
	Iteration 40F: 3 clusters Score -1459225 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11473 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -1459228.375000 Penalty: 4683.943848
	Iteration 41Q: 3 clusters Score -1459228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11476 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -1459226.000000 Penalty: 4683.943848
	Iteration 42Q: 3 clusters Score -1459226 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11483 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -1459228.250000 Penalty: 4683.943848
	Iteration 43Q: 3 clusters Score -1459228 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11488 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -1459228.000000 Penalty: 4683.943848
	Iteration 44Q: 3 clusters Score -1459228 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11492 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -1459231.750000 Penalty: 4683.943848
	Iteration 45Q: 3 clusters Score -1459232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11493 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1459232.000000 Penalty: 4683.943848
	Iteration 46Q: 3 clusters Score -1459232 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11493 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1459232.000000 Penalty: 4683.943848
	Iteration 47F: 3 clusters Score -1459232 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Entering Unmasked Estep 
Score: -30690.353516 Penalty: 1349.719604
	Iteration 0F: 2 clusters Score -30690.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -29650.484375 Penalty: 2699.439209
	Iteration 0F: 3 clusters Score -29650.48 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -29929.984375 Penalty: 2699.439209
	Iteration 1F: 3 clusters Score -29929.98 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -30070.310547 Penalty: 2699.439209
	Iteration 2F: 3 clusters Score -30070.31 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -30156.312500 Penalty: 2699.439209
	Iteration 3Q: 3 clusters Score -30156.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -30316.425781 Penalty: 2699.439209
	Iteration 4Q: 3 clusters Score -30316.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -30496.080078 Penalty: 2699.439209
	Iteration 5Q: 3 clusters Score -30496.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -30517.042969 Penalty: 2699.439209
	Iteration 6Q: 3 clusters Score -30517.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -30530.859375 Penalty: 2699.439209
	Iteration 7Q: 3 clusters Score -30530.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -30545.148438 Penalty: 2699.439209
	Iteration 8Q: 3 clusters Score -30545.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -30545.148438 Penalty: 2699.439209
	Iteration 9F: 3 clusters Score -30545.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (10791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10791 members 
Entering Unmasked Estep 
Score: -1357635.375000 Penalty: 2303.043945
	Iteration 0F: 2 clusters Score -1357635 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -1349429.750000 Penalty: 4606.087891
	Iteration 0F: 3 clusters Score -1349430 nChanged 4533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -1351858.250000 Penalty: 4606.087891
	Iteration 1F: 3 clusters Score -1351858 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -1352221.375000 Penalty: 4606.087891
	Iteration 2F: 3 clusters Score -1352221 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -1352514.125000 Penalty: 4606.087891
	Iteration 3F: 3 clusters Score -1352514 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -1352755.625000 Penalty: 4606.087891
	Iteration 4Q: 3 clusters Score -1352756 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -1352987.125000 Penalty: 4606.087891
	Iteration 5Q: 3 clusters Score -1352987 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -1353182.000000 Penalty: 4606.087891
	Iteration 6Q: 3 clusters Score -1353182 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -1353354.000000 Penalty: 4606.087891
	Iteration 7Q: 3 clusters Score -1353354 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -1353513.250000 Penalty: 4606.087891
	Iteration 8Q: 3 clusters Score -1353513 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -1353678.375000 Penalty: 4606.087891
	Iteration 9Q: 3 clusters Score -1353678 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -1353884.750000 Penalty: 4606.087891
	Iteration 10Q: 3 clusters Score -1353885 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -1354082.000000 Penalty: 4606.087891
	Iteration 11Q: 3 clusters Score -1354082 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -1354280.000000 Penalty: 4606.087891
	Iteration 12Q: 3 clusters Score -1354280 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -1354439.625000 Penalty: 4606.087891
	Iteration 13Q: 3 clusters Score -1354440 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -1354561.875000 Penalty: 4606.087891
	Iteration 14Q: 3 clusters Score -1354562 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -1354681.375000 Penalty: 4606.087891
	Iteration 15Q: 3 clusters Score -1354681 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -1354768.000000 Penalty: 4606.087891
	Iteration 16Q: 3 clusters Score -1354768 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -1354849.500000 Penalty: 4606.087891
	Iteration 17Q: 3 clusters Score -1354850 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -1354901.000000 Penalty: 4606.087891
	Iteration 18Q: 3 clusters Score -1354901 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -1354938.250000 Penalty: 4606.087891
	Iteration 19Q: 3 clusters Score -1354938 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -1354981.000000 Penalty: 4606.087891
	Iteration 20F: 3 clusters Score -1354981 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -1355015.875000 Penalty: 4606.087891
	Iteration 21Q: 3 clusters Score -1355016 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -1355048.750000 Penalty: 4606.087891
	Iteration 22Q: 3 clusters Score -1355049 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -1355091.000000 Penalty: 4606.087891
	Iteration 23Q: 3 clusters Score -1355091 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -1355129.875000 Penalty: 4606.087891
	Iteration 24Q: 3 clusters Score -1355130 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -1355169.000000 Penalty: 4606.087891
	Iteration 25Q: 3 clusters Score -1355169 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -1355219.250000 Penalty: 4606.087891
	Iteration 26Q: 3 clusters Score -1355219 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -1355263.750000 Penalty: 4606.087891
	Iteration 27Q: 3 clusters Score -1355264 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -1355298.875000 Penalty: 4606.087891
	Iteration 28Q: 3 clusters Score -1355299 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -1355339.375000 Penalty: 4606.087891
	Iteration 29Q: 3 clusters Score -1355339 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -1355381.750000 Penalty: 4606.087891
	Iteration 30Q: 3 clusters Score -1355382 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -1355417.625000 Penalty: 4606.087891
	Iteration 31Q: 3 clusters Score -1355418 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -1355465.000000 Penalty: 4606.087891
	Iteration 32Q: 3 clusters Score -1355465 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -1355506.750000 Penalty: 4606.087891
	Iteration 33Q: 3 clusters Score -1355507 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -1355535.875000 Penalty: 4606.087891
	Iteration 34Q: 3 clusters Score -1355536 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -1355567.375000 Penalty: 4606.087891
	Iteration 35Q: 3 clusters Score -1355567 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -1355590.875000 Penalty: 4606.087891
	Iteration 36Q: 3 clusters Score -1355591 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -1355618.000000 Penalty: 4606.087891
	Iteration 37Q: 3 clusters Score -1355618 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -1355658.625000 Penalty: 4606.087891
	Iteration 38Q: 3 clusters Score -1355659 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -1355686.375000 Penalty: 4606.087891
	Iteration 39Q: 3 clusters Score -1355686 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -1355710.875000 Penalty: 4606.087891
	Iteration 40F: 3 clusters Score -1355711 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -1355734.500000 Penalty: 4606.087891
	Iteration 41Q: 3 clusters Score -1355734 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -1355752.500000 Penalty: 4606.087891
	Iteration 42Q: 3 clusters Score -1355752 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -1355767.125000 Penalty: 4606.087891
	Iteration 43Q: 3 clusters Score -1355767 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -1355774.875000 Penalty: 4606.087891
	Iteration 44Q: 3 clusters Score -1355775 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -1355792.750000 Penalty: 4606.087891
	Iteration 45Q: 3 clusters Score -1355793 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8781 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -1355807.875000 Penalty: 4606.087891
	Iteration 46Q: 3 clusters Score -1355808 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -1355811.000000 Penalty: 4606.087891
	Iteration 47Q: 3 clusters Score -1355811 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8839 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -1355822.750000 Penalty: 4606.087891
	Iteration 48Q: 3 clusters Score -1355823 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -1355839.125000 Penalty: 4606.087891
	Iteration 49Q: 3 clusters Score -1355839 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -1355859.625000 Penalty: 4606.087891
	Iteration 50Q: 3 clusters Score -1355860 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -1355888.000000 Penalty: 4606.087891
	Iteration 51Q: 3 clusters Score -1355888 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -1355921.750000 Penalty: 4606.087891
	Iteration 52Q: 3 clusters Score -1355922 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -1355947.125000 Penalty: 4606.087891
	Iteration 53Q: 3 clusters Score -1355947 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9046 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -1355967.000000 Penalty: 4606.087891
	Iteration 54Q: 3 clusters Score -1355967 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -1355981.750000 Penalty: 4606.087891
	Iteration 55Q: 3 clusters Score -1355982 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -1355997.000000 Penalty: 4606.087891
	Iteration 56Q: 3 clusters Score -1355997 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -1356006.250000 Penalty: 4606.087891
	Iteration 57Q: 3 clusters Score -1356006 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -1356007.625000 Penalty: 4606.087891
	Iteration 58Q: 3 clusters Score -1356008 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9124 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -1356010.000000 Penalty: 4606.087891
	Iteration 59Q: 3 clusters Score -1356010 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -1356010.750000 Penalty: 4606.087891
	Iteration 60F: 3 clusters Score -1356011 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -1356012.875000 Penalty: 4606.087891
	Iteration 61Q: 3 clusters Score -1356013 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -1356014.375000 Penalty: 4606.087891
	Iteration 62Q: 3 clusters Score -1356014 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -1356011.500000 Penalty: 4606.087891
	Iteration 63Q: 3 clusters Score -1356012 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -1356011.500000 Penalty: 4606.087891
	Iteration 64F: 3 clusters Score -1356012 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (4091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Entering Unmasked Estep 
Score: -735966.062500 Penalty: 2062.502930
	Iteration 0F: 2 clusters Score -735966.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -732018.000000 Penalty: 4125.005859
	Iteration 0F: 3 clusters Score -732018 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -732968.187500 Penalty: 4125.005859
	Iteration 1F: 3 clusters Score -732968.2 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -733204.062500 Penalty: 4125.005859
	Iteration 2F: 3 clusters Score -733204.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -733355.812500 Penalty: 4125.005859
	Iteration 3F: 3 clusters Score -733355.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -733481.625000 Penalty: 4125.005859
	Iteration 4Q: 3 clusters Score -733481.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -733580.500000 Penalty: 4125.005859
	Iteration 5Q: 3 clusters Score -733580.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -733669.937500 Penalty: 4125.005859
	Iteration 6Q: 3 clusters Score -733669.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -733752.875000 Penalty: 4125.005859
	Iteration 7Q: 3 clusters Score -733752.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -733880.875000 Penalty: 4125.005859
	Iteration 8Q: 3 clusters Score -733880.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -733994.375000 Penalty: 4125.005859
	Iteration 9Q: 3 clusters Score -733994.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -734079.375000 Penalty: 4125.005859
	Iteration 10Q: 3 clusters Score -734079.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -734123.062500 Penalty: 4125.005859
	Iteration 11Q: 3 clusters Score -734123.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -734147.812500 Penalty: 4125.005859
	Iteration 12Q: 3 clusters Score -734147.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -734175.687500 Penalty: 4125.005859
	Iteration 13Q: 3 clusters Score -734175.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -734193.500000 Penalty: 4125.005859
	Iteration 14Q: 3 clusters Score -734193.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -734210.500000 Penalty: 4125.005859
	Iteration 15Q: 3 clusters Score -734210.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -734221.687500 Penalty: 4125.005859
	Iteration 16Q: 3 clusters Score -734221.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -734228.312500 Penalty: 4125.005859
	Iteration 17Q: 3 clusters Score -734228.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -734236.500000 Penalty: 4125.005859
	Iteration 18Q: 3 clusters Score -734236.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -734242.312500 Penalty: 4125.005859
	Iteration 19Q: 3 clusters Score -734242.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -734246.000000 Penalty: 4125.005859
	Iteration 20F: 3 clusters Score -734246 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -734250.125000 Penalty: 4125.005859
	Iteration 21Q: 3 clusters Score -734250.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -734251.312500 Penalty: 4125.005859
	Iteration 22Q: 3 clusters Score -734251.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -734253.375000 Penalty: 4125.005859
	Iteration 23Q: 3 clusters Score -734253.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -734256.562500 Penalty: 4125.005859
	Iteration 24Q: 3 clusters Score -734256.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -734259.062500 Penalty: 4125.005859
	Iteration 25Q: 3 clusters Score -734259.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -734262.125000 Penalty: 4125.005859
	Iteration 26Q: 3 clusters Score -734262.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -734267.562500 Penalty: 4125.005859
	Iteration 27Q: 3 clusters Score -734267.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -734269.062500 Penalty: 4125.005859
	Iteration 28Q: 3 clusters Score -734269.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -734271.625000 Penalty: 4125.005859
	Iteration 29Q: 3 clusters Score -734271.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -734273.625000 Penalty: 4125.005859
	Iteration 30Q: 3 clusters Score -734273.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -734274.125000 Penalty: 4125.005859
	Iteration 31Q: 3 clusters Score -734274.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -734279.562500 Penalty: 4125.005859
	Iteration 32Q: 3 clusters Score -734279.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -734287.875000 Penalty: 4125.005859
	Iteration 33Q: 3 clusters Score -734287.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -734291.250000 Penalty: 4125.005859
	Iteration 34Q: 3 clusters Score -734291.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -734292.625000 Penalty: 4125.005859
	Iteration 35Q: 3 clusters Score -734292.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -734298.125000 Penalty: 4125.005859
	Iteration 36Q: 3 clusters Score -734298.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -734299.875000 Penalty: 4125.005859
	Iteration 37Q: 3 clusters Score -734299.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -734301.062500 Penalty: 4125.005859
	Iteration 38Q: 3 clusters Score -734301.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -734300.875000 Penalty: 4125.005859
	Iteration 39Q: 3 clusters Score -734300.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -734302.500000 Penalty: 4125.005859
	Iteration 40F: 3 clusters Score -734302.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -734303.562500 Penalty: 4125.005859
	Iteration 41Q: 3 clusters Score -734303.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -734306.187500 Penalty: 4125.005859
	Iteration 42Q: 3 clusters Score -734306.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -734307.250000 Penalty: 4125.005859
	Iteration 43Q: 3 clusters Score -734307.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -734306.562500 Penalty: 4125.005859
	Iteration 44Q: 3 clusters Score -734306.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -734307.562500 Penalty: 4125.005859
	Iteration 45Q: 3 clusters Score -734307.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -734307.562500 Penalty: 4125.005859
	Iteration 46F: 3 clusters Score -734307.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (6806 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Entering Unmasked Estep 
Score: -750747.062500 Penalty: 2188.738770
	Iteration 0F: 2 clusters Score -750747.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -745176.312500 Penalty: 4377.477539
	Iteration 0F: 3 clusters Score -745176.3 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -747104.812500 Penalty: 4377.477539
	Iteration 1F: 3 clusters Score -747104.8 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -747727.312500 Penalty: 4377.477539
	Iteration 2F: 3 clusters Score -747727.3 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -748243.375000 Penalty: 4377.477539
	Iteration 3F: 3 clusters Score -748243.4 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -748597.750000 Penalty: 4377.477539
	Iteration 4F: 3 clusters Score -748597.8 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -748842.375000 Penalty: 4377.477539
	Iteration 5Q: 3 clusters Score -748842.4 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -749034.187500 Penalty: 4377.477539
	Iteration 6Q: 3 clusters Score -749034.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -749197.937500 Penalty: 4377.477539
	Iteration 7Q: 3 clusters Score -749197.9 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -749323.312500 Penalty: 4377.477539
	Iteration 8Q: 3 clusters Score -749323.3 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -749430.437500 Penalty: 4377.477539
	Iteration 9Q: 3 clusters Score -749430.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -749497.625000 Penalty: 4377.477539
	Iteration 10Q: 3 clusters Score -749497.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -749531.562500 Penalty: 4377.477539
	Iteration 11Q: 3 clusters Score -749531.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -749561.937500 Penalty: 4377.477539
	Iteration 12Q: 3 clusters Score -749561.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -749583.250000 Penalty: 4377.477539
	Iteration 13Q: 3 clusters Score -749583.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -749598.125000 Penalty: 4377.477539
	Iteration 14Q: 3 clusters Score -749598.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -749606.937500 Penalty: 4377.477539
	Iteration 15Q: 3 clusters Score -749606.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -749618.562500 Penalty: 4377.477539
	Iteration 16Q: 3 clusters Score -749618.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -749622.500000 Penalty: 4377.477539
	Iteration 17Q: 3 clusters Score -749622.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -749628.562500 Penalty: 4377.477539
	Iteration 18Q: 3 clusters Score -749628.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -749631.875000 Penalty: 4377.477539
	Iteration 19Q: 3 clusters Score -749631.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -749634.687500 Penalty: 4377.477539
	Iteration 20F: 3 clusters Score -749634.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -749636.750000 Penalty: 4377.477539
	Iteration 21Q: 3 clusters Score -749636.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -749643.187500 Penalty: 4377.477539
	Iteration 22Q: 3 clusters Score -749643.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -749647.375000 Penalty: 4377.477539
	Iteration 23Q: 3 clusters Score -749647.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -749651.687500 Penalty: 4377.477539
	Iteration 24Q: 3 clusters Score -749651.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -749654.562500 Penalty: 4377.477539
	Iteration 25Q: 3 clusters Score -749654.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -749655.250000 Penalty: 4377.477539
	Iteration 26Q: 3 clusters Score -749655.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -749655.437500 Penalty: 4377.477539
	Iteration 27Q: 3 clusters Score -749655.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -749657.812500 Penalty: 4377.477539
	Iteration 28Q: 3 clusters Score -749657.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -749655.937500 Penalty: 4377.477539
	Iteration 29Q: 3 clusters Score -749655.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -749656.250000 Penalty: 4377.477539
	Iteration 30Q: 3 clusters Score -749656.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -749655.812500 Penalty: 4377.477539
	Iteration 31Q: 3 clusters Score -749655.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -749655.812500 Penalty: 4377.477539
	Iteration 32F: 3 clusters Score -749655.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (60540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60540 members 
Entering Unmasked Estep 
Score: -7702948.500000 Penalty: 2730.742920
	Iteration 0F: 2 clusters Score -7702948 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30104 members 
Mstep: Class 2 contains 30436 members 
Entering Unmasked Estep 
Score: -7662265.500000 Penalty: 5461.485840
	Iteration 0F: 3 clusters Score -7662266 nChanged 28119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29429 members 
Mstep: Class 2 contains 31111 members 
Entering Unmasked Estep 
Score: -7678233.500000 Penalty: 5461.485840
	Iteration 1F: 3 clusters Score -7678234 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28975 members 
Mstep: Class 2 contains 31565 members 
Entering Unmasked Estep 
Score: -7679245.000000 Penalty: 5461.485840
	Iteration 2Q: 3 clusters Score -7679245 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28306 members 
Mstep: Class 2 contains 32234 members 
Entering Unmasked Estep 
Score: -7680367.000000 Penalty: 5461.485840
	Iteration 3Q: 3 clusters Score -7680367 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27398 members 
Mstep: Class 2 contains 33142 members 
Entering Unmasked Estep 
Score: -7681735.500000 Penalty: 5461.485840
	Iteration 4Q: 3 clusters Score -7681736 nChanged 3066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26212 members 
Mstep: Class 2 contains 34328 members 
Entering Unmasked Estep 
Score: -7683416.000000 Penalty: 5461.485840
	Iteration 5F: 3 clusters Score -7683416 nChanged 3317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24799 members 
Mstep: Class 2 contains 35741 members 
Entering Unmasked Estep 
Score: -7685349.000000 Penalty: 5461.485840
	Iteration 6F: 3 clusters Score -7685349 nChanged 3382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23325 members 
Mstep: Class 2 contains 37215 members 
Entering Unmasked Estep 
Score: -7687436.000000 Penalty: 5461.485840
	Iteration 7F: 3 clusters Score -7687436 nChanged 3367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21852 members 
Mstep: Class 2 contains 38688 members 
Entering Unmasked Estep 
Score: -7689624.000000 Penalty: 5461.485840
	Iteration 8F: 3 clusters Score -7689624 nChanged 3150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20690 members 
Mstep: Class 2 contains 39850 members 
Entering Unmasked Estep 
Score: -7691692.500000 Penalty: 5461.485840
	Iteration 9F: 3 clusters Score -7691692 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19947 members 
Mstep: Class 2 contains 40593 members 
Entering Unmasked Estep 
Score: -7693271.000000 Penalty: 5461.485840
	Iteration 10Q: 3 clusters Score -7693271 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19388 members 
Mstep: Class 2 contains 41152 members 
Entering Unmasked Estep 
Score: -7694261.500000 Penalty: 5461.485840
	Iteration 11Q: 3 clusters Score -7694262 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18990 members 
Mstep: Class 2 contains 41550 members 
Entering Unmasked Estep 
Score: -7694813.500000 Penalty: 5461.485840
	Iteration 12Q: 3 clusters Score -7694814 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18607 members 
Mstep: Class 2 contains 41933 members 
Entering Unmasked Estep 
Score: -7695114.500000 Penalty: 5461.485840
	Iteration 13Q: 3 clusters Score -7695114 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18224 members 
Mstep: Class 2 contains 42316 members 
Entering Unmasked Estep 
Score: -7695327.000000 Penalty: 5461.485840
	Iteration 14Q: 3 clusters Score -7695327 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17843 members 
Mstep: Class 2 contains 42697 members 
Entering Unmasked Estep 
Score: -7695489.000000 Penalty: 5461.485840
	Iteration 15Q: 3 clusters Score -7695489 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17483 members 
Mstep: Class 2 contains 43057 members 
Entering Unmasked Estep 
Score: -7695572.000000 Penalty: 5461.485840
	Iteration 16Q: 3 clusters Score -7695572 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17097 members 
Mstep: Class 2 contains 43443 members 
Entering Unmasked Estep 
Score: -7695697.000000 Penalty: 5461.485840
	Iteration 17Q: 3 clusters Score -7695697 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16686 members 
Mstep: Class 2 contains 43854 members 
Entering Unmasked Estep 
Score: -7695892.500000 Penalty: 5461.485840
	Iteration 18Q: 3 clusters Score -7695892 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16250 members 
Mstep: Class 2 contains 44290 members 
Entering Unmasked Estep 
Score: -7696000.000000 Penalty: 5461.485840
	Iteration 19Q: 3 clusters Score -7696000 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15833 members 
Mstep: Class 2 contains 44707 members 
Entering Unmasked Estep 
Score: -7696128.500000 Penalty: 5461.485840
	Iteration 20F: 3 clusters Score -7696128 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15428 members 
Mstep: Class 2 contains 45112 members 
Entering Unmasked Estep 
Score: -7696235.000000 Penalty: 5461.485840
	Iteration 21Q: 3 clusters Score -7696235 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14997 members 
Mstep: Class 2 contains 45543 members 
Entering Unmasked Estep 
Score: -7696310.500000 Penalty: 5461.485840
	Iteration 22Q: 3 clusters Score -7696310 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14582 members 
Mstep: Class 2 contains 45958 members 
Entering Unmasked Estep 
Score: -7696420.500000 Penalty: 5461.485840
	Iteration 23Q: 3 clusters Score -7696420 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14104 members 
Mstep: Class 2 contains 46436 members 
Entering Unmasked Estep 
Score: -7696512.500000 Penalty: 5461.485840
	Iteration 24Q: 3 clusters Score -7696512 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13561 members 
Mstep: Class 2 contains 46979 members 
Entering Unmasked Estep 
Score: -7696668.000000 Penalty: 5461.485840
	Iteration 25Q: 3 clusters Score -7696668 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12966 members 
Mstep: Class 2 contains 47574 members 
Entering Unmasked Estep 
Score: -7696873.000000 Penalty: 5461.485840
	Iteration 26Q: 3 clusters Score -7696873 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12343 members 
Mstep: Class 2 contains 48197 members 
Entering Unmasked Estep 
Score: -7697082.500000 Penalty: 5461.485840
	Iteration 27Q: 3 clusters Score -7697082 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11686 members 
Mstep: Class 2 contains 48854 members 
Entering Unmasked Estep 
Score: -7697301.000000 Penalty: 5461.485840
	Iteration 28Q: 3 clusters Score -7697301 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10963 members 
Mstep: Class 2 contains 49577 members 
Entering Unmasked Estep 
Score: -7697630.000000 Penalty: 5461.485840
	Iteration 29Q: 3 clusters Score -7697630 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10284 members 
Mstep: Class 2 contains 50256 members 
Entering Unmasked Estep 
Score: -7697888.500000 Penalty: 5461.485840
	Iteration 30Q: 3 clusters Score -7697888 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 50962 members 
Entering Unmasked Estep 
Score: -7698201.000000 Penalty: 5461.485840
	Iteration 31Q: 3 clusters Score -7698201 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 51675 members 
Entering Unmasked Estep 
Score: -7698484.500000 Penalty: 5461.485840
	Iteration 32Q: 3 clusters Score -7698484 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 52321 members 
Entering Unmasked Estep 
Score: -7698748.500000 Penalty: 5461.485840
	Iteration 33Q: 3 clusters Score -7698748 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 52942 members 
Entering Unmasked Estep 
Score: -7698965.000000 Penalty: 5461.485840
	Iteration 34Q: 3 clusters Score -7698965 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 53508 members 
Entering Unmasked Estep 
Score: -7699162.000000 Penalty: 5461.485840
	Iteration 35Q: 3 clusters Score -7699162 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 54035 members 
Entering Unmasked Estep 
Score: -7699379.000000 Penalty: 5461.485840
	Iteration 36Q: 3 clusters Score -7699379 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 54556 members 
Entering Unmasked Estep 
Score: -7699570.000000 Penalty: 5461.485840
	Iteration 37Q: 3 clusters Score -7699570 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 55025 members 
Entering Unmasked Estep 
Score: -7699760.500000 Penalty: 5461.485840
	Iteration 38Q: 3 clusters Score -7699760 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 55470 members 
Entering Unmasked Estep 
Score: -7699918.000000 Penalty: 5461.485840
	Iteration 39Q: 3 clusters Score -7699918 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 55844 members 
Entering Unmasked Estep 
Score: -7700067.500000 Penalty: 5461.485840
	Iteration 40F: 3 clusters Score -7700068 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 56187 members 
Entering Unmasked Estep 
Score: -7700181.500000 Penalty: 5461.485840
	Iteration 41Q: 3 clusters Score -7700182 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 56476 members 
Entering Unmasked Estep 
Score: -7700269.000000 Penalty: 5461.485840
	Iteration 42Q: 3 clusters Score -7700269 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 56730 members 
Entering Unmasked Estep 
Score: -7700360.500000 Penalty: 5461.485840
	Iteration 43Q: 3 clusters Score -7700360 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 56960 members 
Entering Unmasked Estep 
Score: -7700431.500000 Penalty: 5461.485840
	Iteration 44Q: 3 clusters Score -7700432 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 57196 members 
Entering Unmasked Estep 
Score: -7700491.500000 Penalty: 5461.485840
	Iteration 45Q: 3 clusters Score -7700492 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 57403 members 
Entering Unmasked Estep 
Score: -7700580.500000 Penalty: 5461.485840
	Iteration 46Q: 3 clusters Score -7700580 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 57591 members 
Entering Unmasked Estep 
Score: -7700652.500000 Penalty: 5461.485840
	Iteration 47Q: 3 clusters Score -7700652 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 57762 members 
Entering Unmasked Estep 
Score: -7700713.500000 Penalty: 5461.485840
	Iteration 48Q: 3 clusters Score -7700714 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 57912 members 
Entering Unmasked Estep 
Score: -7700761.000000 Penalty: 5461.485840
	Iteration 49Q: 3 clusters Score -7700761 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 58054 members 
Entering Unmasked Estep 
Score: -7700802.000000 Penalty: 5461.485840
	Iteration 50Q: 3 clusters Score -7700802 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 58170 members 
Entering Unmasked Estep 
Score: -7700820.000000 Penalty: 5461.485840
	Iteration 51Q: 3 clusters Score -7700820 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 58274 members 
Entering Unmasked Estep 
Score: -7700859.000000 Penalty: 5461.485840
	Iteration 52Q: 3 clusters Score -7700859 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 58378 members 
Entering Unmasked Estep 
Score: -7700882.000000 Penalty: 5461.485840
	Iteration 53Q: 3 clusters Score -7700882 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 58460 members 
Entering Unmasked Estep 
Score: -7700897.500000 Penalty: 5461.485840
	Iteration 54Q: 3 clusters Score -7700898 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 58523 members 
Entering Unmasked Estep 
Score: -7700922.500000 Penalty: 5461.485840
	Iteration 55Q: 3 clusters Score -7700922 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 58581 members 
Entering Unmasked Estep 
Score: -7700963.000000 Penalty: 5461.485840
	Iteration 56Q: 3 clusters Score -7700963 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 58622 members 
Entering Unmasked Estep 
Score: -7700984.500000 Penalty: 5461.485840
	Iteration 57Q: 3 clusters Score -7700984 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 58654 members 
Entering Unmasked Estep 
Score: -7700988.000000 Penalty: 5461.485840
	Iteration 58Q: 3 clusters Score -7700988 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 58686 members 
Entering Unmasked Estep 
Score: -7700997.500000 Penalty: 5461.485840
	Iteration 59Q: 3 clusters Score -7700998 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 58713 members 
Entering Unmasked Estep 
Score: -7700998.000000 Penalty: 5461.485840
	Iteration 60F: 3 clusters Score -7700998 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 58741 members 
Entering Unmasked Estep 
Score: -7701007.000000 Penalty: 5461.485840
	Iteration 61Q: 3 clusters Score -7701007 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 58764 members 
Entering Unmasked Estep 
Score: -7701026.500000 Penalty: 5461.485840
	Iteration 62Q: 3 clusters Score -7701026 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 58781 members 
Entering Unmasked Estep 
Score: -7701025.000000 Penalty: 5461.485840
	Iteration 63Q: 3 clusters Score -7701025 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 58795 members 
Entering Unmasked Estep 
Score: -7701026.500000 Penalty: 5461.485840
	Iteration 64Q: 3 clusters Score -7701026 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 58806 members 
Entering Unmasked Estep 
Score: -7701030.000000 Penalty: 5461.485840
	Iteration 65Q: 3 clusters Score -7701030 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 58816 members 
Entering Unmasked Estep 
Score: -7701038.500000 Penalty: 5461.485840
	Iteration 66Q: 3 clusters Score -7701038 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 58825 members 
Entering Unmasked Estep 
Score: -7701036.500000 Penalty: 5461.485840
	Iteration 67Q: 3 clusters Score -7701036 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 58831 members 
Entering Unmasked Estep 
Score: -7701037.000000 Penalty: 5461.485840
	Iteration 68Q: 3 clusters Score -7701037 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 58839 members 
Entering Unmasked Estep 
Score: -7701030.500000 Penalty: 5461.485840
	Iteration 69Q: 3 clusters Score -7701030 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 58850 members 
Entering Unmasked Estep 
Score: -7701051.500000 Penalty: 5461.485840
	Iteration 70Q: 3 clusters Score -7701052 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 58857 members 
Entering Unmasked Estep 
Score: -7701041.500000 Penalty: 5461.485840
	Iteration 71Q: 3 clusters Score -7701042 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 58862 members 
Entering Unmasked Estep 
Score: -7701036.500000 Penalty: 5461.485840
	Iteration 72Q: 3 clusters Score -7701036 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 58866 members 
Entering Unmasked Estep 
Score: -7701034.500000 Penalty: 5461.485840
	Iteration 73Q: 3 clusters Score -7701034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 58868 members 
Entering Unmasked Estep 
Score: -7701040.500000 Penalty: 5461.485840
	Iteration 74Q: 3 clusters Score -7701040 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 58868 members 
Entering Unmasked Estep 
Score: -7701041.000000 Penalty: 5461.485840
	Iteration 75Q: 3 clusters Score -7701041 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 58867 members 
Entering Unmasked Estep 
Score: -7701044.000000 Penalty: 5461.485840
	Iteration 76Q: 3 clusters Score -7701044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 58868 members 
Entering Unmasked Estep 
Score: -7701050.500000 Penalty: 5461.485840
	Iteration 77Q: 3 clusters Score -7701050 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 58868 members 
Entering Unmasked Estep 
Score: -7701050.500000 Penalty: 5461.485840
	Iteration 78F: 3 clusters Score -7701050 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (9617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Entering Unmasked Estep 
Score: -1243643.750000 Penalty: 2274.479248
	Iteration 0F: 2 clusters Score -1243644 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -1236194.875000 Penalty: 4548.958496
	Iteration 0F: 3 clusters Score -1236195 nChanged 4031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -1238427.375000 Penalty: 4548.958496
	Iteration 1F: 3 clusters Score -1238427 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -1238811.000000 Penalty: 4548.958496
	Iteration 2F: 3 clusters Score -1238811 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -1239124.625000 Penalty: 4548.958496
	Iteration 3F: 3 clusters Score -1239125 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -1239415.250000 Penalty: 4548.958496
	Iteration 4Q: 3 clusters Score -1239415 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -1239733.875000 Penalty: 4548.958496
	Iteration 5Q: 3 clusters Score -1239734 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -1240066.375000 Penalty: 4548.958496
	Iteration 6Q: 3 clusters Score -1240066 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -1240359.625000 Penalty: 4548.958496
	Iteration 7Q: 3 clusters Score -1240360 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -1240610.625000 Penalty: 4548.958496
	Iteration 8Q: 3 clusters Score -1240611 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -1240806.250000 Penalty: 4548.958496
	Iteration 9Q: 3 clusters Score -1240806 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -1240954.000000 Penalty: 4548.958496
	Iteration 10Q: 3 clusters Score -1240954 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -1241100.375000 Penalty: 4548.958496
	Iteration 11Q: 3 clusters Score -1241100 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -1241233.250000 Penalty: 4548.958496
	Iteration 12Q: 3 clusters Score -1241233 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -1241356.125000 Penalty: 4548.958496
	Iteration 13Q: 3 clusters Score -1241356 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -1241445.875000 Penalty: 4548.958496
	Iteration 14Q: 3 clusters Score -1241446 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -1241527.250000 Penalty: 4548.958496
	Iteration 15Q: 3 clusters Score -1241527 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -1241602.000000 Penalty: 4548.958496
	Iteration 16Q: 3 clusters Score -1241602 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -1241663.625000 Penalty: 4548.958496
	Iteration 17Q: 3 clusters Score -1241664 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -1241708.875000 Penalty: 4548.958496
	Iteration 18Q: 3 clusters Score -1241709 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -1241738.125000 Penalty: 4548.958496
	Iteration 19Q: 3 clusters Score -1241738 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -1241761.625000 Penalty: 4548.958496
	Iteration 20F: 3 clusters Score -1241762 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -1241783.750000 Penalty: 4548.958496
	Iteration 21Q: 3 clusters Score -1241784 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -1241803.625000 Penalty: 4548.958496
	Iteration 22Q: 3 clusters Score -1241804 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -1241824.000000 Penalty: 4548.958496
	Iteration 23Q: 3 clusters Score -1241824 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -1241832.875000 Penalty: 4548.958496
	Iteration 24Q: 3 clusters Score -1241833 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -1241845.125000 Penalty: 4548.958496
	Iteration 25Q: 3 clusters Score -1241845 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -1241853.375000 Penalty: 4548.958496
	Iteration 26Q: 3 clusters Score -1241853 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -1241862.500000 Penalty: 4548.958496
	Iteration 27Q: 3 clusters Score -1241862 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -1241866.750000 Penalty: 4548.958496
	Iteration 28Q: 3 clusters Score -1241867 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -1241872.125000 Penalty: 4548.958496
	Iteration 29Q: 3 clusters Score -1241872 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -1241875.500000 Penalty: 4548.958496
	Iteration 30Q: 3 clusters Score -1241876 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -1241883.000000 Penalty: 4548.958496
	Iteration 31Q: 3 clusters Score -1241883 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -1241885.750000 Penalty: 4548.958496
	Iteration 32Q: 3 clusters Score -1241886 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -1241885.750000 Penalty: 4548.958496
	Iteration 33Q: 3 clusters Score -1241886 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -1241890.500000 Penalty: 4548.958496
	Iteration 34Q: 3 clusters Score -1241890 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -1241891.250000 Penalty: 4548.958496
	Iteration 35Q: 3 clusters Score -1241891 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -1241892.000000 Penalty: 4548.958496
	Iteration 36Q: 3 clusters Score -1241892 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -1241891.625000 Penalty: 4548.958496
	Iteration 37Q: 3 clusters Score -1241892 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -1241893.375000 Penalty: 4548.958496
	Iteration 38Q: 3 clusters Score -1241893 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -1241891.875000 Penalty: 4548.958496
	Iteration 39Q: 3 clusters Score -1241892 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -1241891.250000 Penalty: 4548.958496
	Iteration 40F: 3 clusters Score -1241891 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -1241891.000000 Penalty: 4548.958496
	Iteration 41Q: 3 clusters Score -1241891 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -1241890.000000 Penalty: 4548.958496
	Iteration 42Q: 3 clusters Score -1241890 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -1241893.125000 Penalty: 4548.958496
	Iteration 43Q: 3 clusters Score -1241893 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -1241895.000000 Penalty: 4548.958496
	Iteration 44Q: 3 clusters Score -1241895 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -1241893.250000 Penalty: 4548.958496
	Iteration 45Q: 3 clusters Score -1241893 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -1241897.000000 Penalty: 4548.958496
	Iteration 46Q: 3 clusters Score -1241897 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -1241896.375000 Penalty: 4548.958496
	Iteration 47Q: 3 clusters Score -1241896 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -1241899.250000 Penalty: 4548.958496
	Iteration 48Q: 3 clusters Score -1241899 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -1241902.750000 Penalty: 4548.958496
	Iteration 49Q: 3 clusters Score -1241903 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -1241902.250000 Penalty: 4548.958496
	Iteration 50Q: 3 clusters Score -1241902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -1241903.875000 Penalty: 4548.958496
	Iteration 51Q: 3 clusters Score -1241904 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -1241903.875000 Penalty: 4548.958496
	Iteration 52F: 3 clusters Score -1241904 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (6868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Entering Unmasked Estep 
Score: -861851.000000 Penalty: 2190.987793
	Iteration 0F: 2 clusters Score -861851 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -856141.937500 Penalty: 4381.975586
	Iteration 0F: 3 clusters Score -856141.9 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -857631.062500 Penalty: 4381.975586
	Iteration 1F: 3 clusters Score -857631.1 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -857886.187500 Penalty: 4381.975586
	Iteration 2F: 3 clusters Score -857886.2 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -858052.187500 Penalty: 4381.975586
	Iteration 3Q: 3 clusters Score -858052.2 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -858176.187500 Penalty: 4381.975586
	Iteration 4Q: 3 clusters Score -858176.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -858298.687500 Penalty: 4381.975586
	Iteration 5Q: 3 clusters Score -858298.7 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -858418.562500 Penalty: 4381.975586
	Iteration 6Q: 3 clusters Score -858418.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -858512.812500 Penalty: 4381.975586
	Iteration 7Q: 3 clusters Score -858512.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -858607.562500 Penalty: 4381.975586
	Iteration 8Q: 3 clusters Score -858607.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -858695.125000 Penalty: 4381.975586
	Iteration 9Q: 3 clusters Score -858695.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -858786.187500 Penalty: 4381.975586
	Iteration 10Q: 3 clusters Score -858786.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -858865.187500 Penalty: 4381.975586
	Iteration 11Q: 3 clusters Score -858865.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -858927.812500 Penalty: 4381.975586
	Iteration 12Q: 3 clusters Score -858927.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -858999.625000 Penalty: 4381.975586
	Iteration 13Q: 3 clusters Score -858999.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -859072.500000 Penalty: 4381.975586
	Iteration 14Q: 3 clusters Score -859072.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -859129.875000 Penalty: 4381.975586
	Iteration 15Q: 3 clusters Score -859129.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -859199.187500 Penalty: 4381.975586
	Iteration 16Q: 3 clusters Score -859199.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -859277.687500 Penalty: 4381.975586
	Iteration 17Q: 3 clusters Score -859277.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -859359.062500 Penalty: 4381.975586
	Iteration 18Q: 3 clusters Score -859359.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -859435.750000 Penalty: 4381.975586
	Iteration 19Q: 3 clusters Score -859435.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -859514.812500 Penalty: 4381.975586
	Iteration 20F: 3 clusters Score -859514.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -859580.062500 Penalty: 4381.975586
	Iteration 21Q: 3 clusters Score -859580.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -859631.250000 Penalty: 4381.975586
	Iteration 22Q: 3 clusters Score -859631.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -859679.937500 Penalty: 4381.975586
	Iteration 23Q: 3 clusters Score -859679.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -859729.437500 Penalty: 4381.975586
	Iteration 24Q: 3 clusters Score -859729.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -859767.812500 Penalty: 4381.975586
	Iteration 25Q: 3 clusters Score -859767.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -859791.187500 Penalty: 4381.975586
	Iteration 26Q: 3 clusters Score -859791.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -859816.687500 Penalty: 4381.975586
	Iteration 27Q: 3 clusters Score -859816.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -859835.500000 Penalty: 4381.975586
	Iteration 28Q: 3 clusters Score -859835.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -859850.125000 Penalty: 4381.975586
	Iteration 29Q: 3 clusters Score -859850.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -859859.687500 Penalty: 4381.975586
	Iteration 30Q: 3 clusters Score -859859.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -859868.625000 Penalty: 4381.975586
	Iteration 31Q: 3 clusters Score -859868.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -859874.125000 Penalty: 4381.975586
	Iteration 32Q: 3 clusters Score -859874.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -859880.375000 Penalty: 4381.975586
	Iteration 33Q: 3 clusters Score -859880.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -859881.625000 Penalty: 4381.975586
	Iteration 34Q: 3 clusters Score -859881.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -859884.375000 Penalty: 4381.975586
	Iteration 35Q: 3 clusters Score -859884.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -859888.562500 Penalty: 4381.975586
	Iteration 36Q: 3 clusters Score -859888.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -859891.312500 Penalty: 4381.975586
	Iteration 37Q: 3 clusters Score -859891.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -859897.625000 Penalty: 4381.975586
	Iteration 38Q: 3 clusters Score -859897.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -859899.562500 Penalty: 4381.975586
	Iteration 39Q: 3 clusters Score -859899.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -859905.875000 Penalty: 4381.975586
	Iteration 40F: 3 clusters Score -859905.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -859914.937500 Penalty: 4381.975586
	Iteration 41Q: 3 clusters Score -859914.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -859923.062500 Penalty: 4381.975586
	Iteration 42Q: 3 clusters Score -859923.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -859926.437500 Penalty: 4381.975586
	Iteration 43Q: 3 clusters Score -859926.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -859925.187500 Penalty: 4381.975586
	Iteration 44Q: 3 clusters Score -859925.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -859926.812500 Penalty: 4381.975586
	Iteration 45Q: 3 clusters Score -859926.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -859928.250000 Penalty: 4381.975586
	Iteration 46Q: 3 clusters Score -859928.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -859929.312500 Penalty: 4381.975586
	Iteration 47Q: 3 clusters Score -859929.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -859931.250000 Penalty: 4381.975586
	Iteration 48Q: 3 clusters Score -859931.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -859933.000000 Penalty: 4381.975586
	Iteration 49Q: 3 clusters Score -859933 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -859932.437500 Penalty: 4381.975586
	Iteration 50Q: 3 clusters Score -859932.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -859932.375000 Penalty: 4381.975586
	Iteration 51Q: 3 clusters Score -859932.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -859933.250000 Penalty: 4381.975586
	Iteration 52Q: 3 clusters Score -859933.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -859933.250000 Penalty: 4381.975586
	Iteration 53F: 3 clusters Score -859933.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (5403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Entering Unmasked Estep 
Score: -685970.187500 Penalty: 2131.488037
	Iteration 0F: 2 clusters Score -685970.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -681140.812500 Penalty: 4262.976074
	Iteration 0F: 3 clusters Score -681140.8 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -682310.687500 Penalty: 4262.976074
	Iteration 1F: 3 clusters Score -682310.7 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -682533.750000 Penalty: 4262.976074
	Iteration 2F: 3 clusters Score -682533.8 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -682674.000000 Penalty: 4262.976074
	Iteration 3F: 3 clusters Score -682674 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -682782.250000 Penalty: 4262.976074
	Iteration 4Q: 3 clusters Score -682782.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -682880.562500 Penalty: 4262.976074
	Iteration 5Q: 3 clusters Score -682880.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -682970.062500 Penalty: 4262.976074
	Iteration 6Q: 3 clusters Score -682970.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -683048.125000 Penalty: 4262.976074
	Iteration 7Q: 3 clusters Score -683048.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -683125.312500 Penalty: 4262.976074
	Iteration 8Q: 3 clusters Score -683125.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -683198.500000 Penalty: 4262.976074
	Iteration 9Q: 3 clusters Score -683198.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -683270.187500 Penalty: 4262.976074
	Iteration 10Q: 3 clusters Score -683270.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -683352.437500 Penalty: 4262.976074
	Iteration 11Q: 3 clusters Score -683352.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -683437.000000 Penalty: 4262.976074
	Iteration 12Q: 3 clusters Score -683437 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -683515.812500 Penalty: 4262.976074
	Iteration 13Q: 3 clusters Score -683515.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -683580.125000 Penalty: 4262.976074
	Iteration 14Q: 3 clusters Score -683580.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -683647.625000 Penalty: 4262.976074
	Iteration 15Q: 3 clusters Score -683647.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -683719.250000 Penalty: 4262.976074
	Iteration 16Q: 3 clusters Score -683719.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -683802.437500 Penalty: 4262.976074
	Iteration 17Q: 3 clusters Score -683802.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -683873.562500 Penalty: 4262.976074
	Iteration 18Q: 3 clusters Score -683873.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -683931.937500 Penalty: 4262.976074
	Iteration 19Q: 3 clusters Score -683931.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -683987.187500 Penalty: 4262.976074
	Iteration 20F: 3 clusters Score -683987.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -684029.062500 Penalty: 4262.976074
	Iteration 21Q: 3 clusters Score -684029.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -684060.500000 Penalty: 4262.976074
	Iteration 22Q: 3 clusters Score -684060.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -684094.000000 Penalty: 4262.976074
	Iteration 23Q: 3 clusters Score -684094 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -684116.250000 Penalty: 4262.976074
	Iteration 24Q: 3 clusters Score -684116.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -684133.562500 Penalty: 4262.976074
	Iteration 25Q: 3 clusters Score -684133.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -684150.312500 Penalty: 4262.976074
	Iteration 26Q: 3 clusters Score -684150.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -684164.375000 Penalty: 4262.976074
	Iteration 27Q: 3 clusters Score -684164.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -684175.187500 Penalty: 4262.976074
	Iteration 28Q: 3 clusters Score -684175.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -684183.187500 Penalty: 4262.976074
	Iteration 29Q: 3 clusters Score -684183.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -684197.250000 Penalty: 4262.976074
	Iteration 30Q: 3 clusters Score -684197.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -684208.312500 Penalty: 4262.976074
	Iteration 31Q: 3 clusters Score -684208.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -684223.062500 Penalty: 4262.976074
	Iteration 32Q: 3 clusters Score -684223.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -684240.625000 Penalty: 4262.976074
	Iteration 33Q: 3 clusters Score -684240.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -684250.500000 Penalty: 4262.976074
	Iteration 34Q: 3 clusters Score -684250.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -684258.937500 Penalty: 4262.976074
	Iteration 35Q: 3 clusters Score -684258.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -684272.875000 Penalty: 4262.976074
	Iteration 36Q: 3 clusters Score -684272.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -684285.312500 Penalty: 4262.976074
	Iteration 37Q: 3 clusters Score -684285.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -684302.375000 Penalty: 4262.976074
	Iteration 38Q: 3 clusters Score -684302.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -684314.125000 Penalty: 4262.976074
	Iteration 39Q: 3 clusters Score -684314.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -684321.875000 Penalty: 4262.976074
	Iteration 40F: 3 clusters Score -684321.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -684331.187500 Penalty: 4262.976074
	Iteration 41Q: 3 clusters Score -684331.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -684340.625000 Penalty: 4262.976074
	Iteration 42Q: 3 clusters Score -684340.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -684350.000000 Penalty: 4262.976074
	Iteration 43Q: 3 clusters Score -684350 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -684360.562500 Penalty: 4262.976074
	Iteration 44Q: 3 clusters Score -684360.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -684372.437500 Penalty: 4262.976074
	Iteration 45Q: 3 clusters Score -684372.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -684384.187500 Penalty: 4262.976074
	Iteration 46Q: 3 clusters Score -684384.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -684392.187500 Penalty: 4262.976074
	Iteration 47Q: 3 clusters Score -684392.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -684398.375000 Penalty: 4262.976074
	Iteration 48Q: 3 clusters Score -684398.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -684404.500000 Penalty: 4262.976074
	Iteration 49Q: 3 clusters Score -684404.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -684410.062500 Penalty: 4262.976074
	Iteration 50Q: 3 clusters Score -684410.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -684413.750000 Penalty: 4262.976074
	Iteration 51Q: 3 clusters Score -684413.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -684415.000000 Penalty: 4262.976074
	Iteration 52Q: 3 clusters Score -684415 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -684417.937500 Penalty: 4262.976074
	Iteration 53Q: 3 clusters Score -684417.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -684420.312500 Penalty: 4262.976074
	Iteration 54Q: 3 clusters Score -684420.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -684423.062500 Penalty: 4262.976074
	Iteration 55Q: 3 clusters Score -684423.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -684424.750000 Penalty: 4262.976074
	Iteration 56Q: 3 clusters Score -684424.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -684426.750000 Penalty: 4262.976074
	Iteration 57Q: 3 clusters Score -684426.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -684429.687500 Penalty: 4262.976074
	Iteration 58Q: 3 clusters Score -684429.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -684430.625000 Penalty: 4262.976074
	Iteration 59Q: 3 clusters Score -684430.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -684431.312500 Penalty: 4262.976074
	Iteration 60F: 3 clusters Score -684431.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -684433.187500 Penalty: 4262.976074
	Iteration 61Q: 3 clusters Score -684433.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -684435.750000 Penalty: 4262.976074
	Iteration 62Q: 3 clusters Score -684435.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -684437.062500 Penalty: 4262.976074
	Iteration 63Q: 3 clusters Score -684437.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -684437.562500 Penalty: 4262.976074
	Iteration 64Q: 3 clusters Score -684437.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -684437.312500 Penalty: 4262.976074
	Iteration 65Q: 3 clusters Score -684437.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -684437.312500 Penalty: 4262.976074
	Iteration 66F: 3 clusters Score -684437.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (8665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Entering Unmasked Estep 
Score: -1089619.875000 Penalty: 2248.627686
	Iteration 0F: 2 clusters Score -1089620 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -1082748.500000 Penalty: 4497.255371
	Iteration 0F: 3 clusters Score -1082748 nChanged 3593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -1084761.375000 Penalty: 4497.255371
	Iteration 1F: 3 clusters Score -1084761 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -1085095.250000 Penalty: 4497.255371
	Iteration 2F: 3 clusters Score -1085095 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -1085349.500000 Penalty: 4497.255371
	Iteration 3F: 3 clusters Score -1085350 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -1085547.500000 Penalty: 4497.255371
	Iteration 4Q: 3 clusters Score -1085548 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -1085786.500000 Penalty: 4497.255371
	Iteration 5Q: 3 clusters Score -1085786 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -1085996.375000 Penalty: 4497.255371
	Iteration 6Q: 3 clusters Score -1085996 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -1086197.750000 Penalty: 4497.255371
	Iteration 7Q: 3 clusters Score -1086198 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -1086389.750000 Penalty: 4497.255371
	Iteration 8Q: 3 clusters Score -1086390 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -1086549.250000 Penalty: 4497.255371
	Iteration 9Q: 3 clusters Score -1086549 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -1086687.750000 Penalty: 4497.255371
	Iteration 10Q: 3 clusters Score -1086688 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -1086820.000000 Penalty: 4497.255371
	Iteration 11Q: 3 clusters Score -1086820 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -1086938.375000 Penalty: 4497.255371
	Iteration 12Q: 3 clusters Score -1086938 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -1087054.875000 Penalty: 4497.255371
	Iteration 13Q: 3 clusters Score -1087055 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -1087128.125000 Penalty: 4497.255371
	Iteration 14Q: 3 clusters Score -1087128 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -1087189.750000 Penalty: 4497.255371
	Iteration 15Q: 3 clusters Score -1087190 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -1087257.625000 Penalty: 4497.255371
	Iteration 16Q: 3 clusters Score -1087258 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -1087313.375000 Penalty: 4497.255371
	Iteration 17Q: 3 clusters Score -1087313 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -1087374.000000 Penalty: 4497.255371
	Iteration 18Q: 3 clusters Score -1087374 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -1087435.125000 Penalty: 4497.255371
	Iteration 19Q: 3 clusters Score -1087435 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -1087498.875000 Penalty: 4497.255371
	Iteration 20F: 3 clusters Score -1087499 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -1087563.625000 Penalty: 4497.255371
	Iteration 21Q: 3 clusters Score -1087564 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -1087608.250000 Penalty: 4497.255371
	Iteration 22Q: 3 clusters Score -1087608 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -1087649.250000 Penalty: 4497.255371
	Iteration 23Q: 3 clusters Score -1087649 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -1087684.625000 Penalty: 4497.255371
	Iteration 24Q: 3 clusters Score -1087685 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -1087721.500000 Penalty: 4497.255371
	Iteration 25Q: 3 clusters Score -1087722 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -1087757.000000 Penalty: 4497.255371
	Iteration 26Q: 3 clusters Score -1087757 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -1087800.750000 Penalty: 4497.255371
	Iteration 27Q: 3 clusters Score -1087801 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -1087849.875000 Penalty: 4497.255371
	Iteration 28Q: 3 clusters Score -1087850 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -1087893.375000 Penalty: 4497.255371
	Iteration 29Q: 3 clusters Score -1087893 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -1087927.375000 Penalty: 4497.255371
	Iteration 30Q: 3 clusters Score -1087927 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -1087964.875000 Penalty: 4497.255371
	Iteration 31Q: 3 clusters Score -1087965 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -1088007.125000 Penalty: 4497.255371
	Iteration 32Q: 3 clusters Score -1088007 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -1088049.375000 Penalty: 4497.255371
	Iteration 33Q: 3 clusters Score -1088049 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -1088087.500000 Penalty: 4497.255371
	Iteration 34Q: 3 clusters Score -1088088 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -1088117.125000 Penalty: 4497.255371
	Iteration 35Q: 3 clusters Score -1088117 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -1088138.500000 Penalty: 4497.255371
	Iteration 36Q: 3 clusters Score -1088138 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -1088151.500000 Penalty: 4497.255371
	Iteration 37Q: 3 clusters Score -1088152 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -1088164.375000 Penalty: 4497.255371
	Iteration 38Q: 3 clusters Score -1088164 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -1088176.625000 Penalty: 4497.255371
	Iteration 39Q: 3 clusters Score -1088177 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -1088178.500000 Penalty: 4497.255371
	Iteration 40F: 3 clusters Score -1088178 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -1088188.000000 Penalty: 4497.255371
	Iteration 41Q: 3 clusters Score -1088188 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -1088192.625000 Penalty: 4497.255371
	Iteration 42Q: 3 clusters Score -1088193 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -1088194.500000 Penalty: 4497.255371
	Iteration 43Q: 3 clusters Score -1088194 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -1088195.250000 Penalty: 4497.255371
	Iteration 44Q: 3 clusters Score -1088195 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -1088195.250000 Penalty: 4497.255371
	Iteration 45F: 3 clusters Score -1088195 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Entering Unmasked Estep 
Score: -44627.207031 Penalty: 1438.925293
	Iteration 0F: 2 clusters Score -44627.21 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 169 members 
Entering Unmasked Estep 
Score: -43484.792969 Penalty: 2877.850586
	Iteration 0F: 3 clusters Score -43484.79 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -43836.343750 Penalty: 2877.850586
	Iteration 1F: 3 clusters Score -43836.34 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -44120.406250 Penalty: 2877.850586
	Iteration 2F: 3 clusters Score -44120.41 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -44311.691406 Penalty: 2877.850586
	Iteration 3Q: 3 clusters Score -44311.69 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -44601.453125 Penalty: 2877.850586
	Iteration 4Q: 3 clusters Score -44601.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -44654.339844 Penalty: 2877.850586
	Iteration 5Q: 3 clusters Score -44654.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -44688.972656 Penalty: 2877.850586
	Iteration 6Q: 3 clusters Score -44688.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -44708.261719 Penalty: 2877.850586
	Iteration 7Q: 3 clusters Score -44708.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -44708.261719 Penalty: 2877.850586
	Iteration 8F: 3 clusters Score -44708.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 15360 members 
Mstep: Class 3 contains 27043 members 
Mstep: Class 4 contains 35842 members 
Mstep: Class 5 contains 21352 members 
Mstep: Class 6 contains 582 members 
Mstep: Class 7 contains 2492 members 
Mstep: Class 8 contains 48786 members 
Mstep: Class 9 contains 29935 members 
Mstep: Class 10 contains 12091 members 
Mstep: Class 11 contains 4398 members 
Mstep: Class 12 contains 225564 members 
Mstep: Class 13 contains 9175 members 
Mstep: Class 14 contains 5297 members 
Mstep: Class 15 contains 27044 members 
Mstep: Class 16 contains 9443 members 
Mstep: Class 17 contains 9694 members 
Mstep: Class 18 contains 8382 members 
Mstep: Class 19 contains 163100 members 
Mstep: Class 20 contains 41538 members 
Mstep: Class 21 contains 12625 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 10791 members 
Mstep: Class 24 contains 4091 members 
Mstep: Class 25 contains 6806 members 
Mstep: Class 26 contains 60540 members 
Mstep: Class 27 contains 9617 members 
Mstep: Class 28 contains 6868 members 
Mstep: Class 29 contains 5403 members 
Mstep: Class 30 contains 8665 members 
Mstep: Class 31 contains 208 members 
Mstep: Class 32 contains 450 members 
Mstep: Class 33 contains 1802 members 
Mstep: Class 34 contains 8709 members 
Mstep: Class 35 contains 197192 members 
Mstep: Class 36 contains 2892 members 
Mstep: Class 37 contains 4616 members 
Mstep: Class 38 contains 2497 members 
Mstep: Class 39 contains 322 members 
Mstep: Class 40 contains 9958 members 
Mstep: Class 41 contains 27276 members 
Mstep: Class 42 contains 5090 members 
Mstep: Class 43 contains 12490 members 
Mstep: Class 44 contains 1055 members 
Mstep: Class 45 contains 3725 members 
Mstep: Class 46 contains 968 members 
Mstep: Class 47 contains 13842 members 
Mstep: Class 48 contains 384 members 
Mstep: Class 49 contains 4144 members 
Mstep: Class 50 contains 303 members 
Mstep: Class 51 contains 418 members 
Mstep: Class 52 contains 38553 members 
Mstep: Class 53 contains 264 members 
Mstep: Class 54 contains 7367 members 
Mstep: Class 55 contains 447 members 
Mstep: Class 56 contains 1768 members 
Mstep: Class 57 contains 2958 members 
Mstep: Class 58 contains 784 members 
Mstep: Class 59 contains 155 members 
Mstep: Class 60 contains 635 members 
Mstep: Class 61 contains 549 members 
Mstep: Class 62 contains 277 members 
Mstep: Class 63 contains 366 members 
Mstep: Class 64 contains 222 members 
Mstep: Class 65 contains 747 members 
Mstep: Class 66 contains 230 members 
Mstep: Class 67 contains 151 members 
Mstep: Class 68 contains 450 members 
Mstep: Class 69 contains 503 members 
Mstep: Class 70 contains 217 members 
Mstep: Class 71 contains 400 members 
Mstep: Class 72 contains 2596 members 
Mstep: Class 73 contains 252 members 
Mstep: Class 74 contains 393 members 
Mstep: Class 75 contains 220 members 
Mstep: Class 76 contains 302 members 
Mstep: Class 77 contains 383 members 
Mstep: Class 78 contains 347 members 
Mstep: Class 79 contains 317 members 
Mstep: Class 80 contains 259 members 
Mstep: Class 81 contains 1559 members 
Mstep: Class 82 contains 123 members 
Entering Unmasked Estep 
Score: -147547456.000000 Penalty: 284459.781250
Splitting cluster 31 changes total score from -147549360.000000 to -147547456.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 32 (450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Entering Unmasked Estep 
Score: -67772.828125 Penalty: 1515.093384
	Iteration 0F: 2 clusters Score -67772.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -66349.343750 Penalty: 3030.186768
	Iteration 0F: 3 clusters Score -66349.34 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -66692.085938 Penalty: 3030.186768
	Iteration 1F: 3 clusters Score -66692.09 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -66924.843750 Penalty: 3030.186768
	Iteration 2F: 3 clusters Score -66924.84 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -67082.585938 Penalty: 3030.186768
	Iteration 3F: 3 clusters Score -67082.59 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -67227.453125 Penalty: 3030.186768
	Iteration 4F: 3 clusters Score -67227.45 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -67419.218750 Penalty: 3030.186768
	Iteration 5Q: 3 clusters Score -67419.22 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -67688.062500 Penalty: 3030.186768
	Iteration 6Q: 3 clusters Score -67688.06 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -67811.578125 Penalty: 3030.186768
	Iteration 7Q: 3 clusters Score -67811.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -67868.570312 Penalty: 3030.186768
	Iteration 8Q: 3 clusters Score -67868.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -67868.570312 Penalty: 3030.186768
	Iteration 9F: 3 clusters Score -67868.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 15360 members 
Mstep: Class 3 contains 27043 members 
Mstep: Class 4 contains 35842 members 
Mstep: Class 5 contains 21352 members 
Mstep: Class 6 contains 582 members 
Mstep: Class 7 contains 2492 members 
Mstep: Class 8 contains 48786 members 
Mstep: Class 9 contains 29935 members 
Mstep: Class 10 contains 12091 members 
Mstep: Class 11 contains 4398 members 
Mstep: Class 12 contains 225564 members 
Mstep: Class 13 contains 9175 members 
Mstep: Class 14 contains 5297 members 
Mstep: Class 15 contains 27044 members 
Mstep: Class 16 contains 9443 members 
Mstep: Class 17 contains 9694 members 
Mstep: Class 18 contains 8382 members 
Mstep: Class 19 contains 163100 members 
Mstep: Class 20 contains 41538 members 
Mstep: Class 21 contains 12625 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 10791 members 
Mstep: Class 24 contains 4091 members 
Mstep: Class 25 contains 6806 members 
Mstep: Class 26 contains 60540 members 
Mstep: Class 27 contains 9617 members 
Mstep: Class 28 contains 6868 members 
Mstep: Class 29 contains 5403 members 
Mstep: Class 30 contains 8665 members 
Mstep: Class 31 contains 331 members 
Mstep: Class 32 contains 321 members 
Mstep: Class 33 contains 1802 members 
Mstep: Class 34 contains 8709 members 
Mstep: Class 35 contains 197192 members 
Mstep: Class 36 contains 2892 members 
Mstep: Class 37 contains 4616 members 
Mstep: Class 38 contains 2497 members 
Mstep: Class 39 contains 322 members 
Mstep: Class 40 contains 9958 members 
Mstep: Class 41 contains 27276 members 
Mstep: Class 42 contains 5090 members 
Mstep: Class 43 contains 12490 members 
Mstep: Class 44 contains 1055 members 
Mstep: Class 45 contains 3725 members 
Mstep: Class 46 contains 968 members 
Mstep: Class 47 contains 13842 members 
Mstep: Class 48 contains 384 members 
Mstep: Class 49 contains 4144 members 
Mstep: Class 50 contains 303 members 
Mstep: Class 51 contains 418 members 
Mstep: Class 52 contains 38553 members 
Mstep: Class 53 contains 264 members 
Mstep: Class 54 contains 7367 members 
Mstep: Class 55 contains 447 members 
Mstep: Class 56 contains 1768 members 
Mstep: Class 57 contains 2958 members 
Mstep: Class 58 contains 784 members 
Mstep: Class 59 contains 155 members 
Mstep: Class 60 contains 635 members 
Mstep: Class 61 contains 549 members 
Mstep: Class 62 contains 277 members 
Mstep: Class 63 contains 366 members 
Mstep: Class 64 contains 222 members 
Mstep: Class 65 contains 747 members 
Mstep: Class 66 contains 230 members 
Mstep: Class 67 contains 151 members 
Mstep: Class 68 contains 450 members 
Mstep: Class 69 contains 503 members 
Mstep: Class 70 contains 217 members 
Mstep: Class 71 contains 400 members 
Mstep: Class 72 contains 2596 members 
Mstep: Class 73 contains 252 members 
Mstep: Class 74 contains 393 members 
Mstep: Class 75 contains 220 members 
Mstep: Class 76 contains 302 members 
Mstep: Class 77 contains 383 members 
Mstep: Class 78 contains 347 members 
Mstep: Class 79 contains 317 members 
Mstep: Class 80 contains 259 members 
Mstep: Class 81 contains 1559 members 
Mstep: Class 82 contains 129 members 
Entering Unmasked Estep 
Score: -147547360.000000 Penalty: 284459.781250
Splitting cluster 32 changes total score from -147549360.000000 to -147547360.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 33 (1802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Entering Unmasked Estep 
Score: -223586.281250 Penalty: 1859.169800
	Iteration 0F: 2 clusters Score -223586.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -221104.484375 Penalty: 3718.339600
	Iteration 0F: 3 clusters Score -221104.5 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -221514.625000 Penalty: 3718.339600
	Iteration 1F: 3 clusters Score -221514.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -221603.234375 Penalty: 3718.339600
	Iteration 2F: 3 clusters Score -221603.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -221666.984375 Penalty: 3718.339600
	Iteration 3Q: 3 clusters Score -221667 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -221725.718750 Penalty: 3718.339600
	Iteration 4Q: 3 clusters Score -221725.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -221766.281250 Penalty: 3718.339600
	Iteration 5Q: 3 clusters Score -221766.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -221790.687500 Penalty: 3718.339600
	Iteration 6Q: 3 clusters Score -221790.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -221811.953125 Penalty: 3718.339600
	Iteration 7Q: 3 clusters Score -221812 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -221830.000000 Penalty: 3718.339600
	Iteration 8Q: 3 clusters Score -221830 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -221845.078125 Penalty: 3718.339600
	Iteration 9Q: 3 clusters Score -221845.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -221856.093750 Penalty: 3718.339600
	Iteration 10Q: 3 clusters Score -221856.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -221860.578125 Penalty: 3718.339600
	Iteration 11Q: 3 clusters Score -221860.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -221865.156250 Penalty: 3718.339600
	Iteration 12Q: 3 clusters Score -221865.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -221873.500000 Penalty: 3718.339600
	Iteration 13Q: 3 clusters Score -221873.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -221887.656250 Penalty: 3718.339600
	Iteration 14Q: 3 clusters Score -221887.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -221904.250000 Penalty: 3718.339600
	Iteration 15Q: 3 clusters Score -221904.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -221914.640625 Penalty: 3718.339600
	Iteration 16Q: 3 clusters Score -221914.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -221920.609375 Penalty: 3718.339600
	Iteration 17Q: 3 clusters Score -221920.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -221922.656250 Penalty: 3718.339600
	Iteration 18Q: 3 clusters Score -221922.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -221923.875000 Penalty: 3718.339600
	Iteration 19Q: 3 clusters Score -221923.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -221923.875000 Penalty: 3718.339600
	Iteration 20F: 3 clusters Score -221923.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (8709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Entering Unmasked Estep 
Score: -1100230.125000 Penalty: 2249.883789
	Iteration 0F: 2 clusters Score -1100230 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -1093333.375000 Penalty: 4499.767578
	Iteration 0F: 3 clusters Score -1093333 nChanged 3549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -1095261.000000 Penalty: 4499.767578
	Iteration 1F: 3 clusters Score -1095261 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -1095527.125000 Penalty: 4499.767578
	Iteration 2F: 3 clusters Score -1095527 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -1095716.375000 Penalty: 4499.767578
	Iteration 3Q: 3 clusters Score -1095716 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -1095851.375000 Penalty: 4499.767578
	Iteration 4Q: 3 clusters Score -1095851 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -1095975.875000 Penalty: 4499.767578
	Iteration 5Q: 3 clusters Score -1095976 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -1096106.000000 Penalty: 4499.767578
	Iteration 6Q: 3 clusters Score -1096106 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -1096259.375000 Penalty: 4499.767578
	Iteration 7Q: 3 clusters Score -1096259 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -1096432.375000 Penalty: 4499.767578
	Iteration 8Q: 3 clusters Score -1096432 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -1096634.125000 Penalty: 4499.767578
	Iteration 9Q: 3 clusters Score -1096634 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -1096925.500000 Penalty: 4499.767578
	Iteration 10Q: 3 clusters Score -1096926 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -1097269.125000 Penalty: 4499.767578
	Iteration 11Q: 3 clusters Score -1097269 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -1097636.875000 Penalty: 4499.767578
	Iteration 12Q: 3 clusters Score -1097637 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -1097906.000000 Penalty: 4499.767578
	Iteration 13Q: 3 clusters Score -1097906 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -1098066.000000 Penalty: 4499.767578
	Iteration 14Q: 3 clusters Score -1098066 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -1098150.125000 Penalty: 4499.767578
	Iteration 15Q: 3 clusters Score -1098150 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -1098215.625000 Penalty: 4499.767578
	Iteration 16Q: 3 clusters Score -1098216 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -1098265.000000 Penalty: 4499.767578
	Iteration 17Q: 3 clusters Score -1098265 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -1098309.375000 Penalty: 4499.767578
	Iteration 18Q: 3 clusters Score -1098309 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -1098350.375000 Penalty: 4499.767578
	Iteration 19Q: 3 clusters Score -1098350 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -1098382.375000 Penalty: 4499.767578
	Iteration 20F: 3 clusters Score -1098382 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -1098419.625000 Penalty: 4499.767578
	Iteration 21Q: 3 clusters Score -1098420 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -1098446.750000 Penalty: 4499.767578
	Iteration 22Q: 3 clusters Score -1098447 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -1098470.375000 Penalty: 4499.767578
	Iteration 23Q: 3 clusters Score -1098470 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -1098492.750000 Penalty: 4499.767578
	Iteration 24Q: 3 clusters Score -1098493 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -1098515.875000 Penalty: 4499.767578
	Iteration 25Q: 3 clusters Score -1098516 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -1098536.625000 Penalty: 4499.767578
	Iteration 26Q: 3 clusters Score -1098537 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -1098551.375000 Penalty: 4499.767578
	Iteration 27Q: 3 clusters Score -1098551 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -1098564.875000 Penalty: 4499.767578
	Iteration 28Q: 3 clusters Score -1098565 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -1098586.125000 Penalty: 4499.767578
	Iteration 29Q: 3 clusters Score -1098586 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -1098605.625000 Penalty: 4499.767578
	Iteration 30Q: 3 clusters Score -1098606 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -1098617.375000 Penalty: 4499.767578
	Iteration 31Q: 3 clusters Score -1098617 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -1098626.375000 Penalty: 4499.767578
	Iteration 32Q: 3 clusters Score -1098626 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -1098632.875000 Penalty: 4499.767578
	Iteration 33Q: 3 clusters Score -1098633 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -1098636.250000 Penalty: 4499.767578
	Iteration 34Q: 3 clusters Score -1098636 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -1098643.125000 Penalty: 4499.767578
	Iteration 35Q: 3 clusters Score -1098643 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -1098649.750000 Penalty: 4499.767578
	Iteration 36Q: 3 clusters Score -1098650 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -1098651.500000 Penalty: 4499.767578
	Iteration 37Q: 3 clusters Score -1098652 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -1098654.875000 Penalty: 4499.767578
	Iteration 38Q: 3 clusters Score -1098655 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -1098658.125000 Penalty: 4499.767578
	Iteration 39Q: 3 clusters Score -1098658 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -1098660.500000 Penalty: 4499.767578
	Iteration 40F: 3 clusters Score -1098660 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -1098659.500000 Penalty: 4499.767578
	Iteration 41Q: 3 clusters Score -1098660 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -1098659.500000 Penalty: 4499.767578
	Iteration 42F: 3 clusters Score -1098660 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (197192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197192 members 
Entering Unmasked Estep 
Score: -25378390.000000 Penalty: 3023.599365
	Iteration 0F: 2 clusters Score -2.537839e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98488 members 
Mstep: Class 2 contains 98704 members 
Entering Unmasked Estep 
Score: -25251284.000000 Penalty: 6047.198730
	Iteration 0F: 3 clusters Score -2.525128e+07 nChanged 95184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97450 members 
Mstep: Class 2 contains 99742 members 
Entering Unmasked Estep 
Score: -25307188.000000 Penalty: 6047.198730
	Iteration 1F: 3 clusters Score -2.530719e+07 nChanged 4881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96393 members 
Mstep: Class 2 contains 100799 members 
Entering Unmasked Estep 
Score: -25308182.000000 Penalty: 6047.198730
	Iteration 2Q: 3 clusters Score -2.530818e+07 nChanged 5189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94746 members 
Mstep: Class 2 contains 102446 members 
Entering Unmasked Estep 
Score: -25309224.000000 Penalty: 6047.198730
	Iteration 3Q: 3 clusters Score -2.530922e+07 nChanged 5622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92454 members 
Mstep: Class 2 contains 104738 members 
Entering Unmasked Estep 
Score: -25310616.000000 Penalty: 6047.198730
	Iteration 4Q: 3 clusters Score -2.531062e+07 nChanged 6469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89149 members 
Mstep: Class 2 contains 108043 members 
Entering Unmasked Estep 
Score: -25313014.000000 Penalty: 6047.198730
	Iteration 5Q: 3 clusters Score -2.531301e+07 nChanged 7642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84545 members 
Mstep: Class 2 contains 112647 members 
Entering Unmasked Estep 
Score: -25316188.000000 Penalty: 6047.198730
	Iteration 6Q: 3 clusters Score -2.531619e+07 nChanged 8987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78136 members 
Mstep: Class 2 contains 119056 members 
Entering Unmasked Estep 
Score: -25320568.000000 Penalty: 6047.198730
	Iteration 7Q: 3 clusters Score -2.532057e+07 nChanged 10806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69692 members 
Mstep: Class 2 contains 127500 members 
Entering Unmasked Estep 
Score: -25327134.000000 Penalty: 6047.198730
	Iteration 8F: 3 clusters Score -2.532713e+07 nChanged 12252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59594 members 
Mstep: Class 2 contains 137598 members 
Entering Unmasked Estep 
Score: -25335656.000000 Penalty: 6047.198730
	Iteration 9F: 3 clusters Score -2.533566e+07 nChanged 12717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48895 members 
Mstep: Class 2 contains 148297 members 
Entering Unmasked Estep 
Score: -25345632.000000 Penalty: 6047.198730
	Iteration 10F: 3 clusters Score -2.534563e+07 nChanged 11322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39371 members 
Mstep: Class 2 contains 157821 members 
Entering Unmasked Estep 
Score: -25354564.000000 Penalty: 6047.198730
	Iteration 11F: 3 clusters Score -2.535456e+07 nChanged 8866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31979 members 
Mstep: Class 2 contains 165213 members 
Entering Unmasked Estep 
Score: -25361620.000000 Penalty: 6047.198730
	Iteration 12Q: 3 clusters Score -2.536162e+07 nChanged 6689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26162 members 
Mstep: Class 2 contains 171030 members 
Entering Unmasked Estep 
Score: -25366220.000000 Penalty: 6047.198730
	Iteration 13Q: 3 clusters Score -2.536622e+07 nChanged 5079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21409 members 
Mstep: Class 2 contains 175783 members 
Entering Unmasked Estep 
Score: -25369108.000000 Penalty: 6047.198730
	Iteration 14Q: 3 clusters Score -2.536911e+07 nChanged 4056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17405 members 
Mstep: Class 2 contains 179787 members 
Entering Unmasked Estep 
Score: -25371130.000000 Penalty: 6047.198730
	Iteration 15Q: 3 clusters Score -2.537113e+07 nChanged 3393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14028 members 
Mstep: Class 2 contains 183164 members 
Entering Unmasked Estep 
Score: -25372550.000000 Penalty: 6047.198730
	Iteration 16Q: 3 clusters Score -2.537255e+07 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11268 members 
Mstep: Class 2 contains 185924 members 
Entering Unmasked Estep 
Score: -25373622.000000 Penalty: 6047.198730
	Iteration 17Q: 3 clusters Score -2.537362e+07 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 188161 members 
Entering Unmasked Estep 
Score: -25374196.000000 Penalty: 6047.198730
	Iteration 18Q: 3 clusters Score -2.53742e+07 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 189928 members 
Entering Unmasked Estep 
Score: -25374694.000000 Penalty: 6047.198730
	Iteration 19Q: 3 clusters Score -2.537469e+07 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 191375 members 
Entering Unmasked Estep 
Score: -25375158.000000 Penalty: 6047.198730
	Iteration 20F: 3 clusters Score -2.537516e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 192488 members 
Entering Unmasked Estep 
Score: -25375474.000000 Penalty: 6047.198730
	Iteration 21Q: 3 clusters Score -2.537547e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 193347 members 
Entering Unmasked Estep 
Score: -25375774.000000 Penalty: 6047.198730
	Iteration 22Q: 3 clusters Score -2.537577e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 193950 members 
Entering Unmasked Estep 
Score: -25375950.000000 Penalty: 6047.198730
	Iteration 23Q: 3 clusters Score -2.537595e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 194387 members 
Entering Unmasked Estep 
Score: -25375996.000000 Penalty: 6047.198730
	Iteration 24Q: 3 clusters Score -2.5376e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 194708 members 
Entering Unmasked Estep 
Score: -25376120.000000 Penalty: 6047.198730
	Iteration 25Q: 3 clusters Score -2.537612e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 194939 members 
Entering Unmasked Estep 
Score: -25376148.000000 Penalty: 6047.198730
	Iteration 26Q: 3 clusters Score -2.537615e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 195116 members 
Entering Unmasked Estep 
Score: -25376154.000000 Penalty: 6047.198730
	Iteration 27Q: 3 clusters Score -2.537615e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 195252 members 
Entering Unmasked Estep 
Score: -25376238.000000 Penalty: 6047.198730
	Iteration 28Q: 3 clusters Score -2.537624e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 195362 members 
Entering Unmasked Estep 
Score: -25376246.000000 Penalty: 6047.198730
	Iteration 29Q: 3 clusters Score -2.537625e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 195453 members 
Entering Unmasked Estep 
Score: -25376274.000000 Penalty: 6047.198730
	Iteration 30Q: 3 clusters Score -2.537627e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 195527 members 
Entering Unmasked Estep 
Score: -25376252.000000 Penalty: 6047.198730
	Iteration 31Q: 3 clusters Score -2.537625e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 195577 members 
Entering Unmasked Estep 
Score: -25376268.000000 Penalty: 6047.198730
	Iteration 32Q: 3 clusters Score -2.537627e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 195604 members 
Entering Unmasked Estep 
Score: -25376262.000000 Penalty: 6047.198730
	Iteration 33Q: 3 clusters Score -2.537626e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 195641 members 
Entering Unmasked Estep 
Score: -25376326.000000 Penalty: 6047.198730
	Iteration 34Q: 3 clusters Score -2.537633e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 195682 members 
Entering Unmasked Estep 
Score: -25376276.000000 Penalty: 6047.198730
	Iteration 35Q: 3 clusters Score -2.537628e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 195721 members 
Entering Unmasked Estep 
Score: -25376312.000000 Penalty: 6047.198730
	Iteration 36Q: 3 clusters Score -2.537631e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 195743 members 
Entering Unmasked Estep 
Score: -25376342.000000 Penalty: 6047.198730
	Iteration 37Q: 3 clusters Score -2.537634e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 195774 members 
Entering Unmasked Estep 
Score: -25376332.000000 Penalty: 6047.198730
	Iteration 38Q: 3 clusters Score -2.537633e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 195795 members 
Entering Unmasked Estep 
Score: -25376348.000000 Penalty: 6047.198730
	Iteration 39Q: 3 clusters Score -2.537635e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 195804 members 
Entering Unmasked Estep 
Score: -25376338.000000 Penalty: 6047.198730
	Iteration 40F: 3 clusters Score -2.537634e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 195814 members 
Entering Unmasked Estep 
Score: -25376336.000000 Penalty: 6047.198730
	Iteration 41Q: 3 clusters Score -2.537634e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 195820 members 
Entering Unmasked Estep 
Score: -25376320.000000 Penalty: 6047.198730
	Iteration 42Q: 3 clusters Score -2.537632e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 195828 members 
Entering Unmasked Estep 
Score: -25376322.000000 Penalty: 6047.198730
	Iteration 43Q: 3 clusters Score -2.537632e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 195841 members 
Entering Unmasked Estep 
Score: -25376328.000000 Penalty: 6047.198730
	Iteration 44Q: 3 clusters Score -2.537633e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 195843 members 
Entering Unmasked Estep 
Score: -25376334.000000 Penalty: 6047.198730
	Iteration 45Q: 3 clusters Score -2.537633e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 195853 members 
Entering Unmasked Estep 
Score: -25376332.000000 Penalty: 6047.198730
	Iteration 46Q: 3 clusters Score -2.537633e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 195856 members 
Entering Unmasked Estep 
Score: -25376324.000000 Penalty: 6047.198730
	Iteration 47Q: 3 clusters Score -2.537632e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 195857 members 
Entering Unmasked Estep 
Score: -25376324.000000 Penalty: 6047.198730
	Iteration 48Q: 3 clusters Score -2.537632e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 195857 members 
Entering Unmasked Estep 
Score: -25376324.000000 Penalty: 6047.198730
	Iteration 49F: 3 clusters Score -2.537632e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (2892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Entering Unmasked Estep 
Score: -352307.687500 Penalty: 1976.486572
	Iteration 0F: 2 clusters Score -352307.7 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 1440 members 
Entering Unmasked Estep 
Score: -349108.000000 Penalty: 3952.973145
	Iteration 0F: 3 clusters Score -349108 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -349711.531250 Penalty: 3952.973145
	Iteration 1F: 3 clusters Score -349711.5 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -349881.500000 Penalty: 3952.973145
	Iteration 2F: 3 clusters Score -349881.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -349973.656250 Penalty: 3952.973145
	Iteration 3Q: 3 clusters Score -349973.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -350028.718750 Penalty: 3952.973145
	Iteration 4Q: 3 clusters Score -350028.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -350067.281250 Penalty: 3952.973145
	Iteration 5Q: 3 clusters Score -350067.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -350103.312500 Penalty: 3952.973145
	Iteration 6Q: 3 clusters Score -350103.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -350143.281250 Penalty: 3952.973145
	Iteration 7Q: 3 clusters Score -350143.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -350179.531250 Penalty: 3952.973145
	Iteration 8Q: 3 clusters Score -350179.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -350211.531250 Penalty: 3952.973145
	Iteration 9Q: 3 clusters Score -350211.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -350238.500000 Penalty: 3952.973145
	Iteration 10Q: 3 clusters Score -350238.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -350264.593750 Penalty: 3952.973145
	Iteration 11Q: 3 clusters Score -350264.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -350291.687500 Penalty: 3952.973145
	Iteration 12Q: 3 clusters Score -350291.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -350324.812500 Penalty: 3952.973145
	Iteration 13Q: 3 clusters Score -350324.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -350353.375000 Penalty: 3952.973145
	Iteration 14Q: 3 clusters Score -350353.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -350382.781250 Penalty: 3952.973145
	Iteration 15Q: 3 clusters Score -350382.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -350409.875000 Penalty: 3952.973145
	Iteration 16Q: 3 clusters Score -350409.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -350435.531250 Penalty: 3952.973145
	Iteration 17Q: 3 clusters Score -350435.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -350470.031250 Penalty: 3952.973145
	Iteration 18Q: 3 clusters Score -350470 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -350498.593750 Penalty: 3952.973145
	Iteration 19Q: 3 clusters Score -350498.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -350522.843750 Penalty: 3952.973145
	Iteration 20F: 3 clusters Score -350522.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -350546.500000 Penalty: 3952.973145
	Iteration 21Q: 3 clusters Score -350546.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -350568.781250 Penalty: 3952.973145
	Iteration 22Q: 3 clusters Score -350568.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -350585.937500 Penalty: 3952.973145
	Iteration 23Q: 3 clusters Score -350585.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -350606.406250 Penalty: 3952.973145
	Iteration 24Q: 3 clusters Score -350606.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -350633.031250 Penalty: 3952.973145
	Iteration 25Q: 3 clusters Score -350633 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -350680.843750 Penalty: 3952.973145
	Iteration 26Q: 3 clusters Score -350680.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -350730.218750 Penalty: 3952.973145
	Iteration 27Q: 3 clusters Score -350730.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -350769.625000 Penalty: 3952.973145
	Iteration 28Q: 3 clusters Score -350769.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -350812.562500 Penalty: 3952.973145
	Iteration 29Q: 3 clusters Score -350812.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -350855.468750 Penalty: 3952.973145
	Iteration 30Q: 3 clusters Score -350855.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -350899.781250 Penalty: 3952.973145
	Iteration 31Q: 3 clusters Score -350899.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -350931.625000 Penalty: 3952.973145
	Iteration 32Q: 3 clusters Score -350931.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -350959.656250 Penalty: 3952.973145
	Iteration 33Q: 3 clusters Score -350959.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -350992.125000 Penalty: 3952.973145
	Iteration 34Q: 3 clusters Score -350992.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -351025.531250 Penalty: 3952.973145
	Iteration 35Q: 3 clusters Score -351025.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -351067.312500 Penalty: 3952.973145
	Iteration 36Q: 3 clusters Score -351067.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -351109.406250 Penalty: 3952.973145
	Iteration 37Q: 3 clusters Score -351109.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -351134.718750 Penalty: 3952.973145
	Iteration 38Q: 3 clusters Score -351134.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -351154.906250 Penalty: 3952.973145
	Iteration 39Q: 3 clusters Score -351154.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -351166.781250 Penalty: 3952.973145
	Iteration 40F: 3 clusters Score -351166.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -351175.468750 Penalty: 3952.973145
	Iteration 41Q: 3 clusters Score -351175.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -351181.781250 Penalty: 3952.973145
	Iteration 42Q: 3 clusters Score -351181.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -351191.250000 Penalty: 3952.973145
	Iteration 43Q: 3 clusters Score -351191.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -351202.562500 Penalty: 3952.973145
	Iteration 44Q: 3 clusters Score -351202.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -351214.156250 Penalty: 3952.973145
	Iteration 45Q: 3 clusters Score -351214.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -351224.968750 Penalty: 3952.973145
	Iteration 46Q: 3 clusters Score -351225 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -351239.281250 Penalty: 3952.973145
	Iteration 47Q: 3 clusters Score -351239.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -351246.687500 Penalty: 3952.973145
	Iteration 48Q: 3 clusters Score -351246.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -351254.593750 Penalty: 3952.973145
	Iteration 49Q: 3 clusters Score -351254.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -351265.312500 Penalty: 3952.973145
	Iteration 50Q: 3 clusters Score -351265.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -351274.000000 Penalty: 3952.973145
	Iteration 51Q: 3 clusters Score -351274 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -351281.500000 Penalty: 3952.973145
	Iteration 52Q: 3 clusters Score -351281.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -351288.406250 Penalty: 3952.973145
	Iteration 53Q: 3 clusters Score -351288.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -351296.343750 Penalty: 3952.973145
	Iteration 54Q: 3 clusters Score -351296.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -351301.500000 Penalty: 3952.973145
	Iteration 55Q: 3 clusters Score -351301.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -351305.125000 Penalty: 3952.973145
	Iteration 56Q: 3 clusters Score -351305.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -351310.468750 Penalty: 3952.973145
	Iteration 57Q: 3 clusters Score -351310.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -351317.500000 Penalty: 3952.973145
	Iteration 58Q: 3 clusters Score -351317.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -351320.062500 Penalty: 3952.973145
	Iteration 59Q: 3 clusters Score -351320.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -351321.281250 Penalty: 3952.973145
	Iteration 60F: 3 clusters Score -351321.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -351322.343750 Penalty: 3952.973145
	Iteration 61Q: 3 clusters Score -351322.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -351322.343750 Penalty: 3952.973145
	Iteration 62F: 3 clusters Score -351322.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (4616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Entering Unmasked Estep 
Score: -578540.250000 Penalty: 2092.446289
	Iteration 0F: 2 clusters Score -578540.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -574246.437500 Penalty: 4184.892578
	Iteration 0F: 3 clusters Score -574246.4 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -575213.750000 Penalty: 4184.892578
	Iteration 1F: 3 clusters Score -575213.8 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -575423.312500 Penalty: 4184.892578
	Iteration 2F: 3 clusters Score -575423.3 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -575569.875000 Penalty: 4184.892578
	Iteration 3Q: 3 clusters Score -575569.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -575693.437500 Penalty: 4184.892578
	Iteration 4Q: 3 clusters Score -575693.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -575787.312500 Penalty: 4184.892578
	Iteration 5Q: 3 clusters Score -575787.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -575851.375000 Penalty: 4184.892578
	Iteration 6Q: 3 clusters Score -575851.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -575912.187500 Penalty: 4184.892578
	Iteration 7Q: 3 clusters Score -575912.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -575963.937500 Penalty: 4184.892578
	Iteration 8Q: 3 clusters Score -575963.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -576006.437500 Penalty: 4184.892578
	Iteration 9Q: 3 clusters Score -576006.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -576053.875000 Penalty: 4184.892578
	Iteration 10Q: 3 clusters Score -576053.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -576086.562500 Penalty: 4184.892578
	Iteration 11Q: 3 clusters Score -576086.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -576120.875000 Penalty: 4184.892578
	Iteration 12Q: 3 clusters Score -576120.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -576152.375000 Penalty: 4184.892578
	Iteration 13Q: 3 clusters Score -576152.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -576187.812500 Penalty: 4184.892578
	Iteration 14Q: 3 clusters Score -576187.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -576225.687500 Penalty: 4184.892578
	Iteration 15Q: 3 clusters Score -576225.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -576254.125000 Penalty: 4184.892578
	Iteration 16Q: 3 clusters Score -576254.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -576275.437500 Penalty: 4184.892578
	Iteration 17Q: 3 clusters Score -576275.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -576296.437500 Penalty: 4184.892578
	Iteration 18Q: 3 clusters Score -576296.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -576320.062500 Penalty: 4184.892578
	Iteration 19Q: 3 clusters Score -576320.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -576341.375000 Penalty: 4184.892578
	Iteration 20F: 3 clusters Score -576341.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -576353.500000 Penalty: 4184.892578
	Iteration 21Q: 3 clusters Score -576353.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -576369.937500 Penalty: 4184.892578
	Iteration 22Q: 3 clusters Score -576369.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -576381.437500 Penalty: 4184.892578
	Iteration 23Q: 3 clusters Score -576381.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -576384.500000 Penalty: 4184.892578
	Iteration 24Q: 3 clusters Score -576384.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -576387.625000 Penalty: 4184.892578
	Iteration 25Q: 3 clusters Score -576387.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -576389.875000 Penalty: 4184.892578
	Iteration 26Q: 3 clusters Score -576389.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -576392.187500 Penalty: 4184.892578
	Iteration 27Q: 3 clusters Score -576392.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -576393.937500 Penalty: 4184.892578
	Iteration 28Q: 3 clusters Score -576393.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -576396.687500 Penalty: 4184.892578
	Iteration 29Q: 3 clusters Score -576396.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -576398.125000 Penalty: 4184.892578
	Iteration 30Q: 3 clusters Score -576398.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -576402.312500 Penalty: 4184.892578
	Iteration 31Q: 3 clusters Score -576402.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -576403.687500 Penalty: 4184.892578
	Iteration 32Q: 3 clusters Score -576403.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -576405.875000 Penalty: 4184.892578
	Iteration 33Q: 3 clusters Score -576405.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -576406.062500 Penalty: 4184.892578
	Iteration 34Q: 3 clusters Score -576406.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -576409.250000 Penalty: 4184.892578
	Iteration 35Q: 3 clusters Score -576409.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -576413.187500 Penalty: 4184.892578
	Iteration 36Q: 3 clusters Score -576413.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -576417.375000 Penalty: 4184.892578
	Iteration 37Q: 3 clusters Score -576417.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -576418.000000 Penalty: 4184.892578
	Iteration 38Q: 3 clusters Score -576418 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -576420.375000 Penalty: 4184.892578
	Iteration 39Q: 3 clusters Score -576420.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -576421.000000 Penalty: 4184.892578
	Iteration 40F: 3 clusters Score -576421 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -576422.875000 Penalty: 4184.892578
	Iteration 41Q: 3 clusters Score -576422.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -576422.750000 Penalty: 4184.892578
	Iteration 42Q: 3 clusters Score -576422.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -576422.312500 Penalty: 4184.892578
	Iteration 43Q: 3 clusters Score -576422.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -576423.875000 Penalty: 4184.892578
	Iteration 44Q: 3 clusters Score -576423.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -576423.875000 Penalty: 4184.892578
	Iteration 45F: 3 clusters Score -576423.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (2497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Entering Unmasked Estep 
Score: -313414.562500 Penalty: 1940.065674
	Iteration 0F: 2 clusters Score -313414.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -310468.656250 Penalty: 3880.131348
	Iteration 0F: 3 clusters Score -310468.7 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -311031.718750 Penalty: 3880.131348
	Iteration 1F: 3 clusters Score -311031.7 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -311177.718750 Penalty: 3880.131348
	Iteration 2F: 3 clusters Score -311177.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -311272.375000 Penalty: 3880.131348
	Iteration 3Q: 3 clusters Score -311272.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -311331.000000 Penalty: 3880.131348
	Iteration 4Q: 3 clusters Score -311331 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -311369.812500 Penalty: 3880.131348
	Iteration 5Q: 3 clusters Score -311369.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -311390.750000 Penalty: 3880.131348
	Iteration 6Q: 3 clusters Score -311390.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -311410.218750 Penalty: 3880.131348
	Iteration 7Q: 3 clusters Score -311410.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -311425.531250 Penalty: 3880.131348
	Iteration 8Q: 3 clusters Score -311425.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -311431.906250 Penalty: 3880.131348
	Iteration 9Q: 3 clusters Score -311431.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -311438.375000 Penalty: 3880.131348
	Iteration 10Q: 3 clusters Score -311438.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -311446.250000 Penalty: 3880.131348
	Iteration 11Q: 3 clusters Score -311446.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -311453.062500 Penalty: 3880.131348
	Iteration 12Q: 3 clusters Score -311453.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -311457.468750 Penalty: 3880.131348
	Iteration 13Q: 3 clusters Score -311457.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -311463.531250 Penalty: 3880.131348
	Iteration 14Q: 3 clusters Score -311463.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -311468.000000 Penalty: 3880.131348
	Iteration 15Q: 3 clusters Score -311468 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -311473.937500 Penalty: 3880.131348
	Iteration 16Q: 3 clusters Score -311473.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -311476.156250 Penalty: 3880.131348
	Iteration 17Q: 3 clusters Score -311476.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -311477.343750 Penalty: 3880.131348
	Iteration 18Q: 3 clusters Score -311477.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -311478.406250 Penalty: 3880.131348
	Iteration 19Q: 3 clusters Score -311478.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -311478.406250 Penalty: 3880.131348
	Iteration 20F: 3 clusters Score -311478.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (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: -17997.205078 Penalty: 1432.088745
	Iteration 0F: 2 clusters Score -17997.21 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: -16768.710938 Penalty: 2864.177490
	Iteration 0F: 3 clusters Score -16768.71 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -16923.429688 Penalty: 2864.177490
	Iteration 1F: 3 clusters Score -16923.43 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -17019.021484 Penalty: 2864.177490
	Iteration 2F: 3 clusters Score -17019.02 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -17068.585938 Penalty: 2864.177490
	Iteration 3Q: 3 clusters Score -17068.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -17111.472656 Penalty: 2864.177490
	Iteration 4Q: 3 clusters Score -17111.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -17130.472656 Penalty: 2864.177490
	Iteration 5Q: 3 clusters Score -17130.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -17137.076172 Penalty: 2864.177490
	Iteration 6Q: 3 clusters Score -17137.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -17142.001953 Penalty: 2864.177490
	Iteration 7Q: 3 clusters Score -17142 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -17147.406250 Penalty: 2864.177490
	Iteration 8Q: 3 clusters Score -17147.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -17147.406250 Penalty: 2864.177490
	Iteration 9F: 3 clusters Score -17147.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (9958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9958 members 
Entering Unmasked Estep 
Score: -1133599.875000 Penalty: 2283.120605
	Iteration 0F: 2 clusters Score -1133600 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -1126075.000000 Penalty: 4566.241211
	Iteration 0F: 3 clusters Score -1126075 nChanged 4115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -1128517.000000 Penalty: 4566.241211
	Iteration 1F: 3 clusters Score -1128517 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -1129040.875000 Penalty: 4566.241211
	Iteration 2F: 3 clusters Score -1129041 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -1129508.000000 Penalty: 4566.241211
	Iteration 3F: 3 clusters Score -1129508 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -1129947.250000 Penalty: 4566.241211
	Iteration 4F: 3 clusters Score -1129947 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -1130370.250000 Penalty: 4566.241211
	Iteration 5F: 3 clusters Score -1130370 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -1130707.000000 Penalty: 4566.241211
	Iteration 6F: 3 clusters Score -1130707 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -1130982.500000 Penalty: 4566.241211
	Iteration 7Q: 3 clusters Score -1130982 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -1131231.250000 Penalty: 4566.241211
	Iteration 8Q: 3 clusters Score -1131231 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -1131435.625000 Penalty: 4566.241211
	Iteration 9Q: 3 clusters Score -1131436 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -1131610.250000 Penalty: 4566.241211
	Iteration 10Q: 3 clusters Score -1131610 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -1131791.375000 Penalty: 4566.241211
	Iteration 11Q: 3 clusters Score -1131791 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -1131979.750000 Penalty: 4566.241211
	Iteration 12Q: 3 clusters Score -1131980 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1132184.125000 Penalty: 4566.241211
	Iteration 13Q: 3 clusters Score -1132184 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -1132385.375000 Penalty: 4566.241211
	Iteration 14Q: 3 clusters Score -1132385 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -1132569.750000 Penalty: 4566.241211
	Iteration 15Q: 3 clusters Score -1132570 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -1132711.750000 Penalty: 4566.241211
	Iteration 16Q: 3 clusters Score -1132712 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -1132806.250000 Penalty: 4566.241211
	Iteration 17Q: 3 clusters Score -1132806 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -1132873.375000 Penalty: 4566.241211
	Iteration 18Q: 3 clusters Score -1132873 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -1132942.750000 Penalty: 4566.241211
	Iteration 19Q: 3 clusters Score -1132943 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -1133016.125000 Penalty: 4566.241211
	Iteration 20F: 3 clusters Score -1133016 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -1133074.500000 Penalty: 4566.241211
	Iteration 21Q: 3 clusters Score -1133074 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -1133113.750000 Penalty: 4566.241211
	Iteration 22Q: 3 clusters Score -1133114 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -1133139.875000 Penalty: 4566.241211
	Iteration 23Q: 3 clusters Score -1133140 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -1133157.875000 Penalty: 4566.241211
	Iteration 24Q: 3 clusters Score -1133158 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -1133176.625000 Penalty: 4566.241211
	Iteration 25Q: 3 clusters Score -1133177 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -1133193.750000 Penalty: 4566.241211
	Iteration 26Q: 3 clusters Score -1133194 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -1133207.125000 Penalty: 4566.241211
	Iteration 27Q: 3 clusters Score -1133207 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1133212.750000 Penalty: 4566.241211
	Iteration 28Q: 3 clusters Score -1133213 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -1133216.625000 Penalty: 4566.241211
	Iteration 29Q: 3 clusters Score -1133217 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -1133224.375000 Penalty: 4566.241211
	Iteration 30Q: 3 clusters Score -1133224 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -1133224.500000 Penalty: 4566.241211
	Iteration 31Q: 3 clusters Score -1133224 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -1133227.500000 Penalty: 4566.241211
	Iteration 32Q: 3 clusters Score -1133228 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -1133229.375000 Penalty: 4566.241211
	Iteration 33Q: 3 clusters Score -1133229 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -1133231.875000 Penalty: 4566.241211
	Iteration 34Q: 3 clusters Score -1133232 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -1133233.500000 Penalty: 4566.241211
	Iteration 35Q: 3 clusters Score -1133234 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -1133233.250000 Penalty: 4566.241211
	Iteration 36Q: 3 clusters Score -1133233 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -1133235.375000 Penalty: 4566.241211
	Iteration 37Q: 3 clusters Score -1133235 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -1133238.625000 Penalty: 4566.241211
	Iteration 38Q: 3 clusters Score -1133239 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -1133238.875000 Penalty: 4566.241211
	Iteration 39Q: 3 clusters Score -1133239 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -1133241.500000 Penalty: 4566.241211
	Iteration 40F: 3 clusters Score -1133242 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -1133242.875000 Penalty: 4566.241211
	Iteration 41Q: 3 clusters Score -1133243 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -1133242.875000 Penalty: 4566.241211
	Iteration 42F: 3 clusters Score -1133243 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (27276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27276 members 
Entering Unmasked Estep 
Score: -3473615.750000 Penalty: 2533.012939
	Iteration 0F: 2 clusters Score -3473616 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13555 members 
Mstep: Class 2 contains 13721 members 
Entering Unmasked Estep 
Score: -3454784.750000 Penalty: 5066.025879
	Iteration 0F: 3 clusters Score -3454785 nChanged 12307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13452 members 
Mstep: Class 2 contains 13824 members 
Entering Unmasked Estep 
Score: -3461561.250000 Penalty: 5066.025879
	Iteration 1F: 3 clusters Score -3461561 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13425 members 
Mstep: Class 2 contains 13851 members 
Entering Unmasked Estep 
Score: -3462210.500000 Penalty: 5066.025879
	Iteration 2F: 3 clusters Score -3462210 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13412 members 
Mstep: Class 2 contains 13864 members 
Entering Unmasked Estep 
Score: -3462960.750000 Penalty: 5066.025879
	Iteration 3F: 3 clusters Score -3462961 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13427 members 
Mstep: Class 2 contains 13849 members 
Entering Unmasked Estep 
Score: -3463830.750000 Penalty: 5066.025879
	Iteration 4F: 3 clusters Score -3463831 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13463 members 
Mstep: Class 2 contains 13813 members 
Entering Unmasked Estep 
Score: -3464768.000000 Penalty: 5066.025879
	Iteration 5F: 3 clusters Score -3464768 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13506 members 
Mstep: Class 2 contains 13770 members 
Entering Unmasked Estep 
Score: -3465746.250000 Penalty: 5066.025879
	Iteration 6F: 3 clusters Score -3465746 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13481 members 
Mstep: Class 2 contains 13795 members 
Entering Unmasked Estep 
Score: -3466563.750000 Penalty: 5066.025879
	Iteration 7F: 3 clusters Score -3466564 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13368 members 
Mstep: Class 2 contains 13908 members 
Entering Unmasked Estep 
Score: -3467141.250000 Penalty: 5066.025879
	Iteration 8Q: 3 clusters Score -3467141 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13137 members 
Mstep: Class 2 contains 14139 members 
Entering Unmasked Estep 
Score: -3467611.500000 Penalty: 5066.025879
	Iteration 9Q: 3 clusters Score -3467612 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12835 members 
Mstep: Class 2 contains 14441 members 
Entering Unmasked Estep 
Score: -3467982.750000 Penalty: 5066.025879
	Iteration 10Q: 3 clusters Score -3467983 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12466 members 
Mstep: Class 2 contains 14810 members 
Entering Unmasked Estep 
Score: -3468345.000000 Penalty: 5066.025879
	Iteration 11Q: 3 clusters Score -3468345 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12001 members 
Mstep: Class 2 contains 15275 members 
Entering Unmasked Estep 
Score: -3468773.250000 Penalty: 5066.025879
	Iteration 12Q: 3 clusters Score -3468773 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11508 members 
Mstep: Class 2 contains 15768 members 
Entering Unmasked Estep 
Score: -3469196.000000 Penalty: 5066.025879
	Iteration 13Q: 3 clusters Score -3469196 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11023 members 
Mstep: Class 2 contains 16253 members 
Entering Unmasked Estep 
Score: -3469625.750000 Penalty: 5066.025879
	Iteration 14Q: 3 clusters Score -3469626 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10543 members 
Mstep: Class 2 contains 16733 members 
Entering Unmasked Estep 
Score: -3470051.500000 Penalty: 5066.025879
	Iteration 15Q: 3 clusters Score -3470052 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10107 members 
Mstep: Class 2 contains 17169 members 
Entering Unmasked Estep 
Score: -3470406.750000 Penalty: 5066.025879
	Iteration 16Q: 3 clusters Score -3470407 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 17552 members 
Entering Unmasked Estep 
Score: -3470682.250000 Penalty: 5066.025879
	Iteration 17Q: 3 clusters Score -3470682 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 17911 members 
Entering Unmasked Estep 
Score: -3470836.250000 Penalty: 5066.025879
	Iteration 18Q: 3 clusters Score -3470836 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 18206 members 
Entering Unmasked Estep 
Score: -3470971.250000 Penalty: 5066.025879
	Iteration 19Q: 3 clusters Score -3470971 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 18506 members 
Entering Unmasked Estep 
Score: -3471084.250000 Penalty: 5066.025879
	Iteration 20F: 3 clusters Score -3471084 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 18789 members 
Entering Unmasked Estep 
Score: -3471210.500000 Penalty: 5066.025879
	Iteration 21Q: 3 clusters Score -3471210 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 19042 members 
Entering Unmasked Estep 
Score: -3471281.750000 Penalty: 5066.025879
	Iteration 22Q: 3 clusters Score -3471282 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 19292 members 
Entering Unmasked Estep 
Score: -3471377.000000 Penalty: 5066.025879
	Iteration 23Q: 3 clusters Score -3471377 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 19513 members 
Entering Unmasked Estep 
Score: -3471423.250000 Penalty: 5066.025879
	Iteration 24Q: 3 clusters Score -3471423 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 19735 members 
Entering Unmasked Estep 
Score: -3471485.000000 Penalty: 5066.025879
	Iteration 25Q: 3 clusters Score -3471485 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 19969 members 
Entering Unmasked Estep 
Score: -3471554.750000 Penalty: 5066.025879
	Iteration 26Q: 3 clusters Score -3471555 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 20176 members 
Entering Unmasked Estep 
Score: -3471608.250000 Penalty: 5066.025879
	Iteration 27Q: 3 clusters Score -3471608 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 20368 members 
Entering Unmasked Estep 
Score: -3471661.750000 Penalty: 5066.025879
	Iteration 28Q: 3 clusters Score -3471662 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 20549 members 
Entering Unmasked Estep 
Score: -3471707.000000 Penalty: 5066.025879
	Iteration 29Q: 3 clusters Score -3471707 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 20731 members 
Entering Unmasked Estep 
Score: -3471731.000000 Penalty: 5066.025879
	Iteration 30Q: 3 clusters Score -3471731 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 20864 members 
Entering Unmasked Estep 
Score: -3471766.250000 Penalty: 5066.025879
	Iteration 31Q: 3 clusters Score -3471766 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 20975 members 
Entering Unmasked Estep 
Score: -3471793.750000 Penalty: 5066.025879
	Iteration 32Q: 3 clusters Score -3471794 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 21080 members 
Entering Unmasked Estep 
Score: -3471812.000000 Penalty: 5066.025879
	Iteration 33Q: 3 clusters Score -3471812 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 21201 members 
Entering Unmasked Estep 
Score: -3471831.750000 Penalty: 5066.025879
	Iteration 34Q: 3 clusters Score -3471832 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 21322 members 
Entering Unmasked Estep 
Score: -3471867.000000 Penalty: 5066.025879
	Iteration 35Q: 3 clusters Score -3471867 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 21442 members 
Entering Unmasked Estep 
Score: -3471893.750000 Penalty: 5066.025879
	Iteration 36Q: 3 clusters Score -3471894 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 21549 members 
Entering Unmasked Estep 
Score: -3471896.750000 Penalty: 5066.025879
	Iteration 37Q: 3 clusters Score -3471897 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 21648 members 
Entering Unmasked Estep 
Score: -3471937.500000 Penalty: 5066.025879
	Iteration 38Q: 3 clusters Score -3471938 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 21743 members 
Entering Unmasked Estep 
Score: -3471966.250000 Penalty: 5066.025879
	Iteration 39Q: 3 clusters Score -3471966 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 21832 members 
Entering Unmasked Estep 
Score: -3471970.250000 Penalty: 5066.025879
	Iteration 40F: 3 clusters Score -3471970 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 21923 members 
Entering Unmasked Estep 
Score: -3471980.500000 Penalty: 5066.025879
	Iteration 41Q: 3 clusters Score -3471980 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 21997 members 
Entering Unmasked Estep 
Score: -3471996.500000 Penalty: 5066.025879
	Iteration 42Q: 3 clusters Score -3471996 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 22071 members 
Entering Unmasked Estep 
Score: -3472009.000000 Penalty: 5066.025879
	Iteration 43Q: 3 clusters Score -3472009 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 22141 members 
Entering Unmasked Estep 
Score: -3472036.000000 Penalty: 5066.025879
	Iteration 44Q: 3 clusters Score -3472036 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 22210 members 
Entering Unmasked Estep 
Score: -3472048.500000 Penalty: 5066.025879
	Iteration 45Q: 3 clusters Score -3472048 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 22265 members 
Entering Unmasked Estep 
Score: -3472054.750000 Penalty: 5066.025879
	Iteration 46Q: 3 clusters Score -3472055 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 22315 members 
Entering Unmasked Estep 
Score: -3472053.500000 Penalty: 5066.025879
	Iteration 47Q: 3 clusters Score -3472054 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 22354 members 
Entering Unmasked Estep 
Score: -3472055.750000 Penalty: 5066.025879
	Iteration 48Q: 3 clusters Score -3472056 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 22391 members 
Entering Unmasked Estep 
Score: -3472061.750000 Penalty: 5066.025879
	Iteration 49Q: 3 clusters Score -3472062 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 22434 members 
Entering Unmasked Estep 
Score: -3472061.000000 Penalty: 5066.025879
	Iteration 50Q: 3 clusters Score -3472061 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 22470 members 
Entering Unmasked Estep 
Score: -3472067.750000 Penalty: 5066.025879
	Iteration 51Q: 3 clusters Score -3472068 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 22495 members 
Entering Unmasked Estep 
Score: -3472074.250000 Penalty: 5066.025879
	Iteration 52Q: 3 clusters Score -3472074 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 22511 members 
Entering Unmasked Estep 
Score: -3472074.750000 Penalty: 5066.025879
	Iteration 53Q: 3 clusters Score -3472075 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 22524 members 
Entering Unmasked Estep 
Score: -3472069.250000 Penalty: 5066.025879
	Iteration 54Q: 3 clusters Score -3472069 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 22532 members 
Entering Unmasked Estep 
Score: -3472072.250000 Penalty: 5066.025879
	Iteration 55Q: 3 clusters Score -3472072 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 22539 members 
Entering Unmasked Estep 
Score: -3472072.750000 Penalty: 5066.025879
	Iteration 56Q: 3 clusters Score -3472073 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 22549 members 
Entering Unmasked Estep 
Score: -3472081.500000 Penalty: 5066.025879
	Iteration 57Q: 3 clusters Score -3472082 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 22556 members 
Entering Unmasked Estep 
Score: -3472081.750000 Penalty: 5066.025879
	Iteration 58Q: 3 clusters Score -3472082 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 22563 members 
Entering Unmasked Estep 
Score: -3472084.750000 Penalty: 5066.025879
	Iteration 59Q: 3 clusters Score -3472085 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 22576 members 
Entering Unmasked Estep 
Score: -3472090.000000 Penalty: 5066.025879
	Iteration 60F: 3 clusters Score -3472090 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 22584 members 
Entering Unmasked Estep 
Score: -3472084.750000 Penalty: 5066.025879
	Iteration 61Q: 3 clusters Score -3472085 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 22594 members 
Entering Unmasked Estep 
Score: -3472087.250000 Penalty: 5066.025879
	Iteration 62Q: 3 clusters Score -3472087 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 22604 members 
Entering Unmasked Estep 
Score: -3472093.250000 Penalty: 5066.025879
	Iteration 63Q: 3 clusters Score -3472093 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 22615 members 
Entering Unmasked Estep 
Score: -3472096.500000 Penalty: 5066.025879
	Iteration 64Q: 3 clusters Score -3472096 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 22630 members 
Entering Unmasked Estep 
Score: -3472096.750000 Penalty: 5066.025879
	Iteration 65Q: 3 clusters Score -3472097 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 22643 members 
Entering Unmasked Estep 
Score: -3472099.250000 Penalty: 5066.025879
	Iteration 66Q: 3 clusters Score -3472099 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 22654 members 
Entering Unmasked Estep 
Score: -3472100.750000 Penalty: 5066.025879
	Iteration 67Q: 3 clusters Score -3472101 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 22667 members 
Entering Unmasked Estep 
Score: -3472098.250000 Penalty: 5066.025879
	Iteration 68Q: 3 clusters Score -3472098 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 22674 members 
Entering Unmasked Estep 
Score: -3472094.250000 Penalty: 5066.025879
	Iteration 69Q: 3 clusters Score -3472094 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 22682 members 
Entering Unmasked Estep 
Score: -3472096.750000 Penalty: 5066.025879
	Iteration 70Q: 3 clusters Score -3472097 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 22689 members 
Entering Unmasked Estep 
Score: -3472100.500000 Penalty: 5066.025879
	Iteration 71Q: 3 clusters Score -3472100 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 22697 members 
Entering Unmasked Estep 
Score: -3472099.750000 Penalty: 5066.025879
	Iteration 72Q: 3 clusters Score -3472100 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 22704 members 
Entering Unmasked Estep 
Score: -3472099.250000 Penalty: 5066.025879
	Iteration 73Q: 3 clusters Score -3472099 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 22713 members 
Entering Unmasked Estep 
Score: -3472098.750000 Penalty: 5066.025879
	Iteration 74Q: 3 clusters Score -3472099 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 22719 members 
Entering Unmasked Estep 
Score: -3472107.000000 Penalty: 5066.025879
	Iteration 75Q: 3 clusters Score -3472107 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 22725 members 
Entering Unmasked Estep 
Score: -3472099.500000 Penalty: 5066.025879
	Iteration 76Q: 3 clusters Score -3472100 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 22729 members 
Entering Unmasked Estep 
Score: -3472107.000000 Penalty: 5066.025879
	Iteration 77Q: 3 clusters Score -3472107 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 22738 members 
Entering Unmasked Estep 
Score: -3472109.000000 Penalty: 5066.025879
	Iteration 78Q: 3 clusters Score -3472109 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 22746 members 
Entering Unmasked Estep 
Score: -3472110.000000 Penalty: 5066.025879
	Iteration 79Q: 3 clusters Score -3472110 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 22756 members 
Entering Unmasked Estep 
Score: -3472116.500000 Penalty: 5066.025879
	Iteration 80F: 3 clusters Score -3472116 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 22766 members 
Entering Unmasked Estep 
Score: -3472110.750000 Penalty: 5066.025879
	Iteration 81Q: 3 clusters Score -3472111 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 22777 members 
Entering Unmasked Estep 
Score: -3472115.750000 Penalty: 5066.025879
	Iteration 82Q: 3 clusters Score -3472116 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 22789 members 
Entering Unmasked Estep 
Score: -3472118.500000 Penalty: 5066.025879
	Iteration 83Q: 3 clusters Score -3472118 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 22796 members 
Entering Unmasked Estep 
Score: -3472117.000000 Penalty: 5066.025879
	Iteration 84Q: 3 clusters Score -3472117 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 22803 members 
Entering Unmasked Estep 
Score: -3472119.500000 Penalty: 5066.025879
	Iteration 85Q: 3 clusters Score -3472120 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 22815 members 
Entering Unmasked Estep 
Score: -3472114.000000 Penalty: 5066.025879
	Iteration 86Q: 3 clusters Score -3472114 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 22824 members 
Entering Unmasked Estep 
Score: -3472115.000000 Penalty: 5066.025879
	Iteration 87Q: 3 clusters Score -3472115 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 22827 members 
Entering Unmasked Estep 
Score: -3472116.750000 Penalty: 5066.025879
	Iteration 88Q: 3 clusters Score -3472117 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 22829 members 
Entering Unmasked Estep 
Score: -3472115.250000 Penalty: 5066.025879
	Iteration 89Q: 3 clusters Score -3472115 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 22829 members 
Entering Unmasked Estep 
Score: -3472115.250000 Penalty: 5066.025879
	Iteration 90F: 3 clusters Score -3472115 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (5090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Entering Unmasked Estep 
Score: -635900.625000 Penalty: 2116.688232
	Iteration 0F: 2 clusters Score -635900.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -631366.062500 Penalty: 4233.376465
	Iteration 0F: 3 clusters Score -631366.1 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -632536.250000 Penalty: 4233.376465
	Iteration 1F: 3 clusters Score -632536.2 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -632805.125000 Penalty: 4233.376465
	Iteration 2F: 3 clusters Score -632805.1 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -633012.375000 Penalty: 4233.376465
	Iteration 3F: 3 clusters Score -633012.4 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -633156.312500 Penalty: 4233.376465
	Iteration 4Q: 3 clusters Score -633156.3 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -633277.062500 Penalty: 4233.376465
	Iteration 5Q: 3 clusters Score -633277.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -633370.125000 Penalty: 4233.376465
	Iteration 6Q: 3 clusters Score -633370.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -633424.687500 Penalty: 4233.376465
	Iteration 7Q: 3 clusters Score -633424.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -633465.312500 Penalty: 4233.376465
	Iteration 8Q: 3 clusters Score -633465.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -633495.750000 Penalty: 4233.376465
	Iteration 9Q: 3 clusters Score -633495.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -633517.750000 Penalty: 4233.376465
	Iteration 10Q: 3 clusters Score -633517.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -633540.187500 Penalty: 4233.376465
	Iteration 11Q: 3 clusters Score -633540.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -633558.812500 Penalty: 4233.376465
	Iteration 12Q: 3 clusters Score -633558.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -633577.562500 Penalty: 4233.376465
	Iteration 13Q: 3 clusters Score -633577.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -633596.187500 Penalty: 4233.376465
	Iteration 14Q: 3 clusters Score -633596.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -633608.562500 Penalty: 4233.376465
	Iteration 15Q: 3 clusters Score -633608.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -633618.875000 Penalty: 4233.376465
	Iteration 16Q: 3 clusters Score -633618.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -633630.812500 Penalty: 4233.376465
	Iteration 17Q: 3 clusters Score -633630.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -633637.625000 Penalty: 4233.376465
	Iteration 18Q: 3 clusters Score -633637.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -633639.812500 Penalty: 4233.376465
	Iteration 19Q: 3 clusters Score -633639.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -633641.625000 Penalty: 4233.376465
	Iteration 20F: 3 clusters Score -633641.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -633643.062500 Penalty: 4233.376465
	Iteration 21Q: 3 clusters Score -633643.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -633643.375000 Penalty: 4233.376465
	Iteration 22Q: 3 clusters Score -633643.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -633644.187500 Penalty: 4233.376465
	Iteration 23Q: 3 clusters Score -633644.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -633645.062500 Penalty: 4233.376465
	Iteration 24Q: 3 clusters Score -633645.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -633645.562500 Penalty: 4233.376465
	Iteration 25Q: 3 clusters Score -633645.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -633647.250000 Penalty: 4233.376465
	Iteration 26Q: 3 clusters Score -633647.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -633645.625000 Penalty: 4233.376465
	Iteration 27Q: 3 clusters Score -633645.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -633647.812500 Penalty: 4233.376465
	Iteration 28Q: 3 clusters Score -633647.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -633649.687500 Penalty: 4233.376465
	Iteration 29Q: 3 clusters Score -633649.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -633651.312500 Penalty: 4233.376465
	Iteration 30Q: 3 clusters Score -633651.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -633652.437500 Penalty: 4233.376465
	Iteration 31Q: 3 clusters Score -633652.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -633654.375000 Penalty: 4233.376465
	Iteration 32Q: 3 clusters Score -633654.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -633657.375000 Penalty: 4233.376465
	Iteration 33Q: 3 clusters Score -633657.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -633659.125000 Penalty: 4233.376465
	Iteration 34Q: 3 clusters Score -633659.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -633660.500000 Penalty: 4233.376465
	Iteration 35Q: 3 clusters Score -633660.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -633662.562500 Penalty: 4233.376465
	Iteration 36Q: 3 clusters Score -633662.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -633662.937500 Penalty: 4233.376465
	Iteration 37Q: 3 clusters Score -633662.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -633666.125000 Penalty: 4233.376465
	Iteration 38Q: 3 clusters Score -633666.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -633666.062500 Penalty: 4233.376465
	Iteration 39Q: 3 clusters Score -633666.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -633667.500000 Penalty: 4233.376465
	Iteration 40F: 3 clusters Score -633667.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -633668.312500 Penalty: 4233.376465
	Iteration 41Q: 3 clusters Score -633668.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -633669.625000 Penalty: 4233.376465
	Iteration 42Q: 3 clusters Score -633669.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -633669.625000 Penalty: 4233.376465
	Iteration 43Q: 3 clusters Score -633669.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -633669.375000 Penalty: 4233.376465
	Iteration 44Q: 3 clusters Score -633669.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -633669.375000 Penalty: 4233.376465
	Iteration 45F: 3 clusters Score -633669.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (12490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12490 members 
Entering Unmasked Estep 
Score: -1580819.625000 Penalty: 2339.305664
	Iteration 0F: 2 clusters Score -1580820 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -1571549.875000 Penalty: 4678.611328
	Iteration 0F: 3 clusters Score -1571550 nChanged 5349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -1574461.375000 Penalty: 4678.611328
	Iteration 1F: 3 clusters Score -1574461 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -1574945.875000 Penalty: 4678.611328
	Iteration 2F: 3 clusters Score -1574946 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -1575404.000000 Penalty: 4678.611328
	Iteration 3F: 3 clusters Score -1575404 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -1575832.500000 Penalty: 4678.611328
	Iteration 4F: 3 clusters Score -1575832 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -1576303.625000 Penalty: 4678.611328
	Iteration 5F: 3 clusters Score -1576304 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -1576831.000000 Penalty: 4678.611328
	Iteration 6F: 3 clusters Score -1576831 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -1577499.375000 Penalty: 4678.611328
	Iteration 7F: 3 clusters Score -1577499 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -1578265.875000 Penalty: 4678.611328
	Iteration 8F: 3 clusters Score -1578266 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -1579002.125000 Penalty: 4678.611328
	Iteration 9F: 3 clusters Score -1579002 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -1579482.375000 Penalty: 4678.611328
	Iteration 10Q: 3 clusters Score -1579482 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -1579712.250000 Penalty: 4678.611328
	Iteration 11Q: 3 clusters Score -1579712 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -1579835.500000 Penalty: 4678.611328
	Iteration 12Q: 3 clusters Score -1579836 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -1579904.375000 Penalty: 4678.611328
	Iteration 13Q: 3 clusters Score -1579904 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -1579932.250000 Penalty: 4678.611328
	Iteration 14Q: 3 clusters Score -1579932 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -1579961.250000 Penalty: 4678.611328
	Iteration 15Q: 3 clusters Score -1579961 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -1579978.625000 Penalty: 4678.611328
	Iteration 16Q: 3 clusters Score -1579979 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -1579994.250000 Penalty: 4678.611328
	Iteration 17Q: 3 clusters Score -1579994 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -1579999.375000 Penalty: 4678.611328
	Iteration 18Q: 3 clusters Score -1579999 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -1580005.500000 Penalty: 4678.611328
	Iteration 19Q: 3 clusters Score -1580006 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -1580007.125000 Penalty: 4678.611328
	Iteration 20F: 3 clusters Score -1580007 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -1580004.000000 Penalty: 4678.611328
	Iteration 21Q: 3 clusters Score -1580004 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -1580006.125000 Penalty: 4678.611328
	Iteration 22Q: 3 clusters Score -1580006 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -1580006.250000 Penalty: 4678.611328
	Iteration 23Q: 3 clusters Score -1580006 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -1580004.500000 Penalty: 4678.611328
	Iteration 24Q: 3 clusters Score -1580004 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -1580006.000000 Penalty: 4678.611328
	Iteration 25Q: 3 clusters Score -1580006 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -1580006.125000 Penalty: 4678.611328
	Iteration 26Q: 3 clusters Score -1580006 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -1580009.000000 Penalty: 4678.611328
	Iteration 27Q: 3 clusters Score -1580009 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -1580010.625000 Penalty: 4678.611328
	Iteration 28Q: 3 clusters Score -1580011 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -1580010.000000 Penalty: 4678.611328
	Iteration 29Q: 3 clusters Score -1580010 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -1580010.125000 Penalty: 4678.611328
	Iteration 30Q: 3 clusters Score -1580010 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -1580009.125000 Penalty: 4678.611328
	Iteration 31Q: 3 clusters Score -1580009 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -1580008.500000 Penalty: 4678.611328
	Iteration 32Q: 3 clusters Score -1580008 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -1580008.375000 Penalty: 4678.611328
	Iteration 33Q: 3 clusters Score -1580008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -1580009.625000 Penalty: 4678.611328
	Iteration 34Q: 3 clusters Score -1580010 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -1580012.000000 Penalty: 4678.611328
	Iteration 35Q: 3 clusters Score -1580012 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -1580015.250000 Penalty: 4678.611328
	Iteration 36Q: 3 clusters Score -1580015 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -1580014.875000 Penalty: 4678.611328
	Iteration 37Q: 3 clusters Score -1580015 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -1580014.875000 Penalty: 4678.611328
	Iteration 38F: 3 clusters Score -1580015 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (1055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Entering Unmasked Estep 
Score: -131678.968750 Penalty: 1726.401367
	Iteration 0F: 2 clusters Score -131679 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 541 members 
Entering Unmasked Estep 
Score: -129920.195312 Penalty: 3452.802734
	Iteration 0F: 3 clusters Score -129920.2 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -130710.843750 Penalty: 3452.802734
	Iteration 1F: 3 clusters Score -130710.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -131079.140625 Penalty: 3452.802734
	Iteration 2F: 3 clusters Score -131079.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -131300.937500 Penalty: 3452.802734
	Iteration 3F: 3 clusters Score -131300.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -131373.281250 Penalty: 3452.802734
	Iteration 4Q: 3 clusters Score -131373.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -131395.687500 Penalty: 3452.802734
	Iteration 5Q: 3 clusters Score -131395.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -131412.796875 Penalty: 3452.802734
	Iteration 6Q: 3 clusters Score -131412.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -131419.953125 Penalty: 3452.802734
	Iteration 7Q: 3 clusters Score -131420 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -131424.484375 Penalty: 3452.802734
	Iteration 8Q: 3 clusters Score -131424.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -131426.406250 Penalty: 3452.802734
	Iteration 9Q: 3 clusters Score -131426.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -131429.203125 Penalty: 3452.802734
	Iteration 10Q: 3 clusters Score -131429.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -131429.968750 Penalty: 3452.802734
	Iteration 11Q: 3 clusters Score -131430 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -131429.968750 Penalty: 3452.802734
	Iteration 12F: 3 clusters Score -131430 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (3725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Entering Unmasked Estep 
Score: -463322.531250 Penalty: 2039.259888
	Iteration 0F: 2 clusters Score -463322.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -459606.625000 Penalty: 4078.519775
	Iteration 0F: 3 clusters Score -459606.6 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -460410.406250 Penalty: 4078.519775
	Iteration 1F: 3 clusters Score -460410.4 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -460625.437500 Penalty: 4078.519775
	Iteration 2F: 3 clusters Score -460625.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -460761.031250 Penalty: 4078.519775
	Iteration 3F: 3 clusters Score -460761 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -460875.468750 Penalty: 4078.519775
	Iteration 4Q: 3 clusters Score -460875.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -460961.343750 Penalty: 4078.519775
	Iteration 5Q: 3 clusters Score -460961.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -461020.562500 Penalty: 4078.519775
	Iteration 6Q: 3 clusters Score -461020.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -461080.531250 Penalty: 4078.519775
	Iteration 7Q: 3 clusters Score -461080.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -461127.062500 Penalty: 4078.519775
	Iteration 8Q: 3 clusters Score -461127.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -461173.875000 Penalty: 4078.519775
	Iteration 9Q: 3 clusters Score -461173.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -461216.125000 Penalty: 4078.519775
	Iteration 10Q: 3 clusters Score -461216.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -461245.906250 Penalty: 4078.519775
	Iteration 11Q: 3 clusters Score -461245.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -461277.687500 Penalty: 4078.519775
	Iteration 12Q: 3 clusters Score -461277.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -461295.937500 Penalty: 4078.519775
	Iteration 13Q: 3 clusters Score -461295.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -461314.875000 Penalty: 4078.519775
	Iteration 14Q: 3 clusters Score -461314.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -461329.500000 Penalty: 4078.519775
	Iteration 15Q: 3 clusters Score -461329.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -461341.593750 Penalty: 4078.519775
	Iteration 16Q: 3 clusters Score -461341.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -461354.125000 Penalty: 4078.519775
	Iteration 17Q: 3 clusters Score -461354.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -461368.656250 Penalty: 4078.519775
	Iteration 18Q: 3 clusters Score -461368.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -461384.687500 Penalty: 4078.519775
	Iteration 19Q: 3 clusters Score -461384.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -461399.875000 Penalty: 4078.519775
	Iteration 20F: 3 clusters Score -461399.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -461420.343750 Penalty: 4078.519775
	Iteration 21Q: 3 clusters Score -461420.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -461435.562500 Penalty: 4078.519775
	Iteration 22Q: 3 clusters Score -461435.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -461458.562500 Penalty: 4078.519775
	Iteration 23Q: 3 clusters Score -461458.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -461475.250000 Penalty: 4078.519775
	Iteration 24Q: 3 clusters Score -461475.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -461491.187500 Penalty: 4078.519775
	Iteration 25Q: 3 clusters Score -461491.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -461500.406250 Penalty: 4078.519775
	Iteration 26Q: 3 clusters Score -461500.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -461512.968750 Penalty: 4078.519775
	Iteration 27Q: 3 clusters Score -461513 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -461520.968750 Penalty: 4078.519775
	Iteration 28Q: 3 clusters Score -461521 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -461531.312500 Penalty: 4078.519775
	Iteration 29Q: 3 clusters Score -461531.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -461543.687500 Penalty: 4078.519775
	Iteration 30Q: 3 clusters Score -461543.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -461551.250000 Penalty: 4078.519775
	Iteration 31Q: 3 clusters Score -461551.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -461558.281250 Penalty: 4078.519775
	Iteration 32Q: 3 clusters Score -461558.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -461567.312500 Penalty: 4078.519775
	Iteration 33Q: 3 clusters Score -461567.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -461576.875000 Penalty: 4078.519775
	Iteration 34Q: 3 clusters Score -461576.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -461582.187500 Penalty: 4078.519775
	Iteration 35Q: 3 clusters Score -461582.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -461583.593750 Penalty: 4078.519775
	Iteration 36Q: 3 clusters Score -461583.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -461584.937500 Penalty: 4078.519775
	Iteration 37Q: 3 clusters Score -461584.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -461584.937500 Penalty: 4078.519775
	Iteration 38F: 3 clusters Score -461584.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (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: -139638.609375 Penalty: 1705.057617
	Iteration 0F: 2 clusters Score -139638.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -137911.906250 Penalty: 3410.115234
	Iteration 0F: 3 clusters Score -137911.9 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -139022.281250 Penalty: 3410.115234
	Iteration 1F: 3 clusters Score -139022.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -139789.031250 Penalty: 3410.115234
	Iteration 2F: 3 clusters Score -139789 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -139962.390625 Penalty: 3410.115234
	Iteration 3Q: 3 clusters Score -139962.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -140132.125000 Penalty: 3410.115234
	Iteration 4Q: 3 clusters Score -140132.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -140294.796875 Penalty: 3410.115234
	Iteration 5Q: 3 clusters Score -140294.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -140309.531250 Penalty: 3410.115234
	Iteration 6Q: 3 clusters Score -140309.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -140320.812500 Penalty: 3410.115234
	Iteration 7Q: 3 clusters Score -140320.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -140340.984375 Penalty: 3410.115234
	Iteration 8Q: 3 clusters Score -140341 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -140345.359375 Penalty: 3410.115234
	Iteration 9Q: 3 clusters Score -140345.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -140349.171875 Penalty: 3410.115234
	Iteration 10Q: 3 clusters Score -140349.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -140352.203125 Penalty: 3410.115234
	Iteration 11Q: 3 clusters Score -140352.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -140352.500000 Penalty: 3410.115234
	Iteration 12Q: 3 clusters Score -140352.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -140358.140625 Penalty: 3410.115234
	Iteration 13Q: 3 clusters Score -140358.1 nChanged 2
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: -140362.937500 Penalty: 3410.115234
	Iteration 14Q: 3 clusters Score -140362.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -140370.250000 Penalty: 3410.115234
	Iteration 15Q: 3 clusters Score -140370.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -140380.921875 Penalty: 3410.115234
	Iteration 16Q: 3 clusters Score -140380.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -140382.703125 Penalty: 3410.115234
	Iteration 17Q: 3 clusters Score -140382.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -140382.703125 Penalty: 3410.115234
	Iteration 18F: 3 clusters Score -140382.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 15360 members 
Mstep: Class 3 contains 27043 members 
Mstep: Class 4 contains 35842 members 
Mstep: Class 5 contains 21352 members 
Mstep: Class 6 contains 582 members 
Mstep: Class 7 contains 2492 members 
Mstep: Class 8 contains 48786 members 
Mstep: Class 9 contains 29935 members 
Mstep: Class 10 contains 12091 members 
Mstep: Class 11 contains 4398 members 
Mstep: Class 12 contains 225564 members 
Mstep: Class 13 contains 9175 members 
Mstep: Class 14 contains 5297 members 
Mstep: Class 15 contains 27044 members 
Mstep: Class 16 contains 9443 members 
Mstep: Class 17 contains 9694 members 
Mstep: Class 18 contains 8382 members 
Mstep: Class 19 contains 163100 members 
Mstep: Class 20 contains 41538 members 
Mstep: Class 21 contains 12625 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 10791 members 
Mstep: Class 24 contains 4091 members 
Mstep: Class 25 contains 6806 members 
Mstep: Class 26 contains 60540 members 
Mstep: Class 27 contains 9617 members 
Mstep: Class 28 contains 6868 members 
Mstep: Class 29 contains 5403 members 
Mstep: Class 30 contains 8665 members 
Mstep: Class 31 contains 331 members 
Mstep: Class 32 contains 450 members 
Mstep: Class 33 contains 1802 members 
Mstep: Class 34 contains 8709 members 
Mstep: Class 35 contains 197192 members 
Mstep: Class 36 contains 2892 members 
Mstep: Class 37 contains 4616 members 
Mstep: Class 38 contains 2497 members 
Mstep: Class 39 contains 322 members 
Mstep: Class 40 contains 9958 members 
Mstep: Class 41 contains 27276 members 
Mstep: Class 42 contains 5090 members 
Mstep: Class 43 contains 12490 members 
Mstep: Class 44 contains 1055 members 
Mstep: Class 45 contains 3725 members 
Mstep: Class 46 contains 519 members 
Mstep: Class 47 contains 13842 members 
Mstep: Class 48 contains 384 members 
Mstep: Class 49 contains 4144 members 
Mstep: Class 50 contains 303 members 
Mstep: Class 51 contains 418 members 
Mstep: Class 52 contains 38553 members 
Mstep: Class 53 contains 264 members 
Mstep: Class 54 contains 7367 members 
Mstep: Class 55 contains 447 members 
Mstep: Class 56 contains 1768 members 
Mstep: Class 57 contains 2958 members 
Mstep: Class 58 contains 784 members 
Mstep: Class 59 contains 155 members 
Mstep: Class 60 contains 635 members 
Mstep: Class 61 contains 549 members 
Mstep: Class 62 contains 277 members 
Mstep: Class 63 contains 366 members 
Mstep: Class 64 contains 222 members 
Mstep: Class 65 contains 747 members 
Mstep: Class 66 contains 230 members 
Mstep: Class 67 contains 151 members 
Mstep: Class 68 contains 450 members 
Mstep: Class 69 contains 503 members 
Mstep: Class 70 contains 217 members 
Mstep: Class 71 contains 400 members 
Mstep: Class 72 contains 2596 members 
Mstep: Class 73 contains 252 members 
Mstep: Class 74 contains 393 members 
Mstep: Class 75 contains 220 members 
Mstep: Class 76 contains 302 members 
Mstep: Class 77 contains 383 members 
Mstep: Class 78 contains 347 members 
Mstep: Class 79 contains 317 members 
Mstep: Class 80 contains 259 members 
Mstep: Class 81 contains 1559 members 
Mstep: Class 82 contains 449 members 
Entering Unmasked Estep 
Score: -147548400.000000 Penalty: 284459.781250
Splitting cluster 46 changes total score from -147549360.000000 to -147548400.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 47 (13842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13842 members 
Entering Unmasked Estep 
Score: -1782758.875000 Penalty: 2364.794678
	Iteration 0F: 2 clusters Score -1782759 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -1772620.250000 Penalty: 4729.589355
	Iteration 0F: 3 clusters Score -1772620 nChanged 5857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -1775642.125000 Penalty: 4729.589355
	Iteration 1F: 3 clusters Score -1775642 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -1775950.250000 Penalty: 4729.589355
	Iteration 2F: 3 clusters Score -1775950 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -1776170.625000 Penalty: 4729.589355
	Iteration 3Q: 3 clusters Score -1776171 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -1776364.000000 Penalty: 4729.589355
	Iteration 4Q: 3 clusters Score -1776364 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -1776541.125000 Penalty: 4729.589355
	Iteration 5Q: 3 clusters Score -1776541 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -1776727.500000 Penalty: 4729.589355
	Iteration 6Q: 3 clusters Score -1776728 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -1776952.000000 Penalty: 4729.589355
	Iteration 7Q: 3 clusters Score -1776952 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -1777214.000000 Penalty: 4729.589355
	Iteration 8Q: 3 clusters Score -1777214 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -1777543.625000 Penalty: 4729.589355
	Iteration 9Q: 3 clusters Score -1777544 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10124 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -1777899.750000 Penalty: 4729.589355
	Iteration 10Q: 3 clusters Score -1777900 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10659 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -1778260.125000 Penalty: 4729.589355
	Iteration 11Q: 3 clusters Score -1778260 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11224 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -1778697.625000 Penalty: 4729.589355
	Iteration 12Q: 3 clusters Score -1778698 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11789 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -1779128.875000 Penalty: 4729.589355
	Iteration 13Q: 3 clusters Score -1779129 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12284 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -1779525.250000 Penalty: 4729.589355
	Iteration 14Q: 3 clusters Score -1779525 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12695 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -1779850.750000 Penalty: 4729.589355
	Iteration 15Q: 3 clusters Score -1779851 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13000 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -1780121.500000 Penalty: 4729.589355
	Iteration 16Q: 3 clusters Score -1780122 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13206 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -1780328.500000 Penalty: 4729.589355
	Iteration 17Q: 3 clusters Score -1780328 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13320 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -1780450.000000 Penalty: 4729.589355
	Iteration 18Q: 3 clusters Score -1780450 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13384 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -1780516.500000 Penalty: 4729.589355
	Iteration 19Q: 3 clusters Score -1780516 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13428 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -1780566.000000 Penalty: 4729.589355
	Iteration 20F: 3 clusters Score -1780566 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13458 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -1780595.625000 Penalty: 4729.589355
	Iteration 21Q: 3 clusters Score -1780596 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13470 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -1780614.625000 Penalty: 4729.589355
	Iteration 22Q: 3 clusters Score -1780615 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13482 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -1780630.375000 Penalty: 4729.589355
	Iteration 23Q: 3 clusters Score -1780630 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13492 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -1780638.000000 Penalty: 4729.589355
	Iteration 24Q: 3 clusters Score -1780638 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13497 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -1780642.625000 Penalty: 4729.589355
	Iteration 25Q: 3 clusters Score -1780643 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13502 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -1780648.750000 Penalty: 4729.589355
	Iteration 26Q: 3 clusters Score -1780649 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13506 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -1780655.125000 Penalty: 4729.589355
	Iteration 27Q: 3 clusters Score -1780655 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13506 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -1780662.875000 Penalty: 4729.589355
	Iteration 28Q: 3 clusters Score -1780663 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13508 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -1780663.625000 Penalty: 4729.589355
	Iteration 29Q: 3 clusters Score -1780664 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13508 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -1780666.625000 Penalty: 4729.589355
	Iteration 30Q: 3 clusters Score -1780667 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13510 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -1780670.000000 Penalty: 4729.589355
	Iteration 31Q: 3 clusters Score -1780670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13512 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -1780671.125000 Penalty: 4729.589355
	Iteration 32Q: 3 clusters Score -1780671 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13512 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -1780671.125000 Penalty: 4729.589355
	Iteration 33F: 3 clusters Score -1780671 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Entering Unmasked Estep 
Score: -33912.636719 Penalty: 1475.759399
	Iteration 0F: 2 clusters Score -33912.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -32912.824219 Penalty: 2951.518799
	Iteration 0F: 3 clusters Score -32912.82 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -33423.398438 Penalty: 2951.518799
	Iteration 1F: 3 clusters Score -33423.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -33558.675781 Penalty: 2951.518799
	Iteration 2F: 3 clusters Score -33558.68 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -33609.136719 Penalty: 2951.518799
	Iteration 3Q: 3 clusters Score -33609.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -33626.101562 Penalty: 2951.518799
	Iteration 4Q: 3 clusters Score -33626.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -33633.742188 Penalty: 2951.518799
	Iteration 5Q: 3 clusters Score -33633.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -33635.867188 Penalty: 2951.518799
	Iteration 6Q: 3 clusters Score -33635.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -33635.867188 Penalty: 2951.518799
	Iteration 7F: 3 clusters Score -33635.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (4144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Entering Unmasked Estep 
Score: -507093.156250 Penalty: 2065.695557
	Iteration 0F: 2 clusters Score -507093.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -503153.031250 Penalty: 4131.391113
	Iteration 0F: 3 clusters Score -503153 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -504064.093750 Penalty: 4131.391113
	Iteration 1F: 3 clusters Score -504064.1 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -504333.250000 Penalty: 4131.391113
	Iteration 2F: 3 clusters Score -504333.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -504518.781250 Penalty: 4131.391113
	Iteration 3F: 3 clusters Score -504518.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -504652.250000 Penalty: 4131.391113
	Iteration 4Q: 3 clusters Score -504652.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -504742.781250 Penalty: 4131.391113
	Iteration 5Q: 3 clusters Score -504742.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -504813.062500 Penalty: 4131.391113
	Iteration 6Q: 3 clusters Score -504813.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -504884.218750 Penalty: 4131.391113
	Iteration 7Q: 3 clusters Score -504884.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -504962.125000 Penalty: 4131.391113
	Iteration 8Q: 3 clusters Score -504962.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -505048.500000 Penalty: 4131.391113
	Iteration 9Q: 3 clusters Score -505048.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -505185.468750 Penalty: 4131.391113
	Iteration 10Q: 3 clusters Score -505185.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -505355.375000 Penalty: 4131.391113
	Iteration 11Q: 3 clusters Score -505355.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -505517.343750 Penalty: 4131.391113
	Iteration 12Q: 3 clusters Score -505517.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -505685.031250 Penalty: 4131.391113
	Iteration 13Q: 3 clusters Score -505685 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -505875.218750 Penalty: 4131.391113
	Iteration 14Q: 3 clusters Score -505875.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -506005.125000 Penalty: 4131.391113
	Iteration 15Q: 3 clusters Score -506005.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -506114.656250 Penalty: 4131.391113
	Iteration 16Q: 3 clusters Score -506114.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -506212.937500 Penalty: 4131.391113
	Iteration 17Q: 3 clusters Score -506212.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -506281.531250 Penalty: 4131.391113
	Iteration 18Q: 3 clusters Score -506281.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -506330.375000 Penalty: 4131.391113
	Iteration 19Q: 3 clusters Score -506330.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -506369.406250 Penalty: 4131.391113
	Iteration 20F: 3 clusters Score -506369.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -506394.593750 Penalty: 4131.391113
	Iteration 21Q: 3 clusters Score -506394.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -506407.937500 Penalty: 4131.391113
	Iteration 22Q: 3 clusters Score -506407.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -506416.437500 Penalty: 4131.391113
	Iteration 23Q: 3 clusters Score -506416.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -506419.718750 Penalty: 4131.391113
	Iteration 24Q: 3 clusters Score -506419.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -506424.562500 Penalty: 4131.391113
	Iteration 25Q: 3 clusters Score -506424.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -506428.656250 Penalty: 4131.391113
	Iteration 26Q: 3 clusters Score -506428.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -506433.625000 Penalty: 4131.391113
	Iteration 27Q: 3 clusters Score -506433.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -506439.375000 Penalty: 4131.391113
	Iteration 28Q: 3 clusters Score -506439.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -506449.593750 Penalty: 4131.391113
	Iteration 29Q: 3 clusters Score -506449.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -506453.437500 Penalty: 4131.391113
	Iteration 30Q: 3 clusters Score -506453.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -506457.000000 Penalty: 4131.391113
	Iteration 31Q: 3 clusters Score -506457 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -506457.968750 Penalty: 4131.391113
	Iteration 32Q: 3 clusters Score -506458 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -506457.968750 Penalty: 4131.391113
	Iteration 33F: 3 clusters Score -506458 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Entering Unmasked Estep 
Score: -41643.171875 Penalty: 1417.005737
	Iteration 0F: 2 clusters Score -41643.17 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 154 members 
Entering Unmasked Estep 
Score: -40426.632812 Penalty: 2834.011475
	Iteration 0F: 3 clusters Score -40426.63 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -41009.972656 Penalty: 2834.011475
	Iteration 1F: 3 clusters Score -41009.97 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -41368.492188 Penalty: 2834.011475
	Iteration 2F: 3 clusters Score -41368.49 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -41672.601562 Penalty: 2834.011475
	Iteration 3F: 3 clusters Score -41672.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -41935.925781 Penalty: 2834.011475
	Iteration 4Q: 3 clusters Score -41935.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -42049.085938 Penalty: 2834.011475
	Iteration 5Q: 3 clusters Score -42049.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -42083.015625 Penalty: 2834.011475
	Iteration 6Q: 3 clusters Score -42083.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -42083.871094 Penalty: 2834.011475
	Iteration 7F: 3 clusters Score -42083.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -42107.644531 Penalty: 2834.011475
	Iteration 8Q: 3 clusters Score -42107.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -42157.667969 Penalty: 2834.011475
	Iteration 9Q: 3 clusters Score -42157.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -42157.667969 Penalty: 2834.011475
	Iteration 10F: 3 clusters Score -42157.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 15360 members 
Mstep: Class 3 contains 27043 members 
Mstep: Class 4 contains 35842 members 
Mstep: Class 5 contains 21352 members 
Mstep: Class 6 contains 582 members 
Mstep: Class 7 contains 2492 members 
Mstep: Class 8 contains 48786 members 
Mstep: Class 9 contains 29935 members 
Mstep: Class 10 contains 12091 members 
Mstep: Class 11 contains 4398 members 
Mstep: Class 12 contains 225564 members 
Mstep: Class 13 contains 9175 members 
Mstep: Class 14 contains 5297 members 
Mstep: Class 15 contains 27044 members 
Mstep: Class 16 contains 9443 members 
Mstep: Class 17 contains 9694 members 
Mstep: Class 18 contains 8382 members 
Mstep: Class 19 contains 163100 members 
Mstep: Class 20 contains 41538 members 
Mstep: Class 21 contains 12625 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 10791 members 
Mstep: Class 24 contains 4091 members 
Mstep: Class 25 contains 6806 members 
Mstep: Class 26 contains 60540 members 
Mstep: Class 27 contains 9617 members 
Mstep: Class 28 contains 6868 members 
Mstep: Class 29 contains 5403 members 
Mstep: Class 30 contains 8665 members 
Mstep: Class 31 contains 331 members 
Mstep: Class 32 contains 450 members 
Mstep: Class 33 contains 1802 members 
Mstep: Class 34 contains 8709 members 
Mstep: Class 35 contains 197192 members 
Mstep: Class 36 contains 2892 members 
Mstep: Class 37 contains 4616 members 
Mstep: Class 38 contains 2497 members 
Mstep: Class 39 contains 322 members 
Mstep: Class 40 contains 9958 members 
Mstep: Class 41 contains 27276 members 
Mstep: Class 42 contains 5090 members 
Mstep: Class 43 contains 12490 members 
Mstep: Class 44 contains 1055 members 
Mstep: Class 45 contains 3725 members 
Mstep: Class 46 contains 968 members 
Mstep: Class 47 contains 13842 members 
Mstep: Class 48 contains 384 members 
Mstep: Class 49 contains 4144 members 
Mstep: Class 50 contains 111 members 
Mstep: Class 51 contains 418 members 
Mstep: Class 52 contains 38553 members 
Mstep: Class 53 contains 264 members 
Mstep: Class 54 contains 7367 members 
Mstep: Class 55 contains 447 members 
Mstep: Class 56 contains 1768 members 
Mstep: Class 57 contains 2958 members 
Mstep: Class 58 contains 784 members 
Mstep: Class 59 contains 155 members 
Mstep: Class 60 contains 635 members 
Mstep: Class 61 contains 549 members 
Mstep: Class 62 contains 277 members 
Mstep: Class 63 contains 366 members 
Mstep: Class 64 contains 222 members 
Mstep: Class 65 contains 747 members 
Mstep: Class 66 contains 230 members 
Mstep: Class 67 contains 151 members 
Mstep: Class 68 contains 450 members 
Mstep: Class 69 contains 503 members 
Mstep: Class 70 contains 217 members 
Mstep: Class 71 contains 400 members 
Mstep: Class 72 contains 2596 members 
Mstep: Class 73 contains 252 members 
Mstep: Class 74 contains 393 members 
Mstep: Class 75 contains 220 members 
Mstep: Class 76 contains 302 members 
Mstep: Class 77 contains 383 members 
Mstep: Class 78 contains 347 members 
Mstep: Class 79 contains 317 members 
Mstep: Class 80 contains 259 members 
Mstep: Class 81 contains 1559 members 
Mstep: Class 82 contains 192 members 
Entering Unmasked Estep 
Score: -147547856.000000 Penalty: 284459.781250
Splitting cluster 50 changes total score from -147549360.000000 to -147547856.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 51 (418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Entering Unmasked Estep 
Score: -62728.187500 Penalty: 1496.799438
	Iteration 0F: 2 clusters Score -62728.19 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 206 members 
Entering Unmasked Estep 
Score: -61331.328125 Penalty: 2993.598877
	Iteration 0F: 3 clusters Score -61331.33 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -61590.898438 Penalty: 2993.598877
	Iteration 1F: 3 clusters Score -61590.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -61796.792969 Penalty: 2993.598877
	Iteration 2F: 3 clusters Score -61796.79 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -62063.101562 Penalty: 2993.598877
	Iteration 3F: 3 clusters Score -62063.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -62436.238281 Penalty: 2993.598877
	Iteration 4F: 3 clusters Score -62436.24 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -62660.753906 Penalty: 2993.598877
	Iteration 5Q: 3 clusters Score -62660.75 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -62785.066406 Penalty: 2993.598877
	Iteration 6Q: 3 clusters Score -62785.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -62863.617188 Penalty: 2993.598877
	Iteration 7Q: 3 clusters Score -62863.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -62886.652344 Penalty: 2993.598877
	Iteration 8Q: 3 clusters Score -62886.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -62956.285156 Penalty: 2993.598877
	Iteration 9Q: 3 clusters Score -62956.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -62994.328125 Penalty: 2993.598877
	Iteration 10Q: 3 clusters Score -62994.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -63026.175781 Penalty: 2993.598877
	Iteration 11Q: 3 clusters Score -63026.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -63026.175781 Penalty: 2993.598877
	Iteration 12F: 3 clusters Score -63026.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 15360 members 
Mstep: Class 3 contains 27043 members 
Mstep: Class 4 contains 35842 members 
Mstep: Class 5 contains 21352 members 
Mstep: Class 6 contains 582 members 
Mstep: Class 7 contains 2492 members 
Mstep: Class 8 contains 48786 members 
Mstep: Class 9 contains 29935 members 
Mstep: Class 10 contains 12091 members 
Mstep: Class 11 contains 4398 members 
Mstep: Class 12 contains 225564 members 
Mstep: Class 13 contains 9175 members 
Mstep: Class 14 contains 5297 members 
Mstep: Class 15 contains 27044 members 
Mstep: Class 16 contains 9443 members 
Mstep: Class 17 contains 9694 members 
Mstep: Class 18 contains 8382 members 
Mstep: Class 19 contains 163100 members 
Mstep: Class 20 contains 41538 members 
Mstep: Class 21 contains 12625 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 10791 members 
Mstep: Class 24 contains 4091 members 
Mstep: Class 25 contains 6806 members 
Mstep: Class 26 contains 60540 members 
Mstep: Class 27 contains 9617 members 
Mstep: Class 28 contains 6868 members 
Mstep: Class 29 contains 5403 members 
Mstep: Class 30 contains 8665 members 
Mstep: Class 31 contains 331 members 
Mstep: Class 32 contains 450 members 
Mstep: Class 33 contains 1802 members 
Mstep: Class 34 contains 8709 members 
Mstep: Class 35 contains 197192 members 
Mstep: Class 36 contains 2892 members 
Mstep: Class 37 contains 4616 members 
Mstep: Class 38 contains 2497 members 
Mstep: Class 39 contains 322 members 
Mstep: Class 40 contains 9958 members 
Mstep: Class 41 contains 27276 members 
Mstep: Class 42 contains 5090 members 
Mstep: Class 43 contains 12490 members 
Mstep: Class 44 contains 1055 members 
Mstep: Class 45 contains 3725 members 
Mstep: Class 46 contains 968 members 
Mstep: Class 47 contains 13842 members 
Mstep: Class 48 contains 384 members 
Mstep: Class 49 contains 4144 members 
Mstep: Class 50 contains 303 members 
Mstep: Class 51 contains 179 members 
Mstep: Class 52 contains 38553 members 
Mstep: Class 53 contains 264 members 
Mstep: Class 54 contains 7367 members 
Mstep: Class 55 contains 447 members 
Mstep: Class 56 contains 1768 members 
Mstep: Class 57 contains 2958 members 
Mstep: Class 58 contains 784 members 
Mstep: Class 59 contains 155 members 
Mstep: Class 60 contains 635 members 
Mstep: Class 61 contains 549 members 
Mstep: Class 62 contains 277 members 
Mstep: Class 63 contains 366 members 
Mstep: Class 64 contains 222 members 
Mstep: Class 65 contains 747 members 
Mstep: Class 66 contains 230 members 
Mstep: Class 67 contains 151 members 
Mstep: Class 68 contains 450 members 
Mstep: Class 69 contains 503 members 
Mstep: Class 70 contains 217 members 
Mstep: Class 71 contains 400 members 
Mstep: Class 72 contains 2596 members 
Mstep: Class 73 contains 252 members 
Mstep: Class 74 contains 393 members 
Mstep: Class 75 contains 220 members 
Mstep: Class 76 contains 302 members 
Mstep: Class 77 contains 383 members 
Mstep: Class 78 contains 347 members 
Mstep: Class 79 contains 317 members 
Mstep: Class 80 contains 259 members 
Mstep: Class 81 contains 1559 members 
Mstep: Class 82 contains 239 members 
Entering Unmasked Estep 
Score: -147547584.000000 Penalty: 284459.781250
Splitting cluster 51 changes total score from -147549360.000000 to -147547584.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 52 (38553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38553 members 
Entering Unmasked Estep 
Score: -4891925.000000 Penalty: 2618.827881
	Iteration 0F: 2 clusters Score -4891925 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19317 members 
Mstep: Class 2 contains 19236 members 
Entering Unmasked Estep 
Score: -4865693.500000 Penalty: 5237.655762
	Iteration 0F: 3 clusters Score -4865694 nChanged 17667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19488 members 
Mstep: Class 2 contains 19065 members 
Entering Unmasked Estep 
Score: -4875474.000000 Penalty: 5237.655762
	Iteration 1F: 3 clusters Score -4875474 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19623 members 
Mstep: Class 2 contains 18930 members 
Entering Unmasked Estep 
Score: -4876151.000000 Penalty: 5237.655762
	Iteration 2Q: 3 clusters Score -4876151 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19806 members 
Mstep: Class 2 contains 18747 members 
Entering Unmasked Estep 
Score: -4876995.000000 Penalty: 5237.655762
	Iteration 3Q: 3 clusters Score -4876995 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19988 members 
Mstep: Class 2 contains 18565 members 
Entering Unmasked Estep 
Score: -4878113.000000 Penalty: 5237.655762
	Iteration 4Q: 3 clusters Score -4878113 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20022 members 
Mstep: Class 2 contains 18531 members 
Entering Unmasked Estep 
Score: -4879304.000000 Penalty: 5237.655762
	Iteration 5F: 3 clusters Score -4879304 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19794 members 
Mstep: Class 2 contains 18759 members 
Entering Unmasked Estep 
Score: -4880444.500000 Penalty: 5237.655762
	Iteration 6F: 3 clusters Score -4880444 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19300 members 
Mstep: Class 2 contains 19253 members 
Entering Unmasked Estep 
Score: -4881542.500000 Penalty: 5237.655762
	Iteration 7F: 3 clusters Score -4881542 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18633 members 
Mstep: Class 2 contains 19920 members 
Entering Unmasked Estep 
Score: -4882699.000000 Penalty: 5237.655762
	Iteration 8F: 3 clusters Score -4882699 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17814 members 
Mstep: Class 2 contains 20739 members 
Entering Unmasked Estep 
Score: -4883840.500000 Penalty: 5237.655762
	Iteration 9F: 3 clusters Score -4883840 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17007 members 
Mstep: Class 2 contains 21546 members 
Entering Unmasked Estep 
Score: -4884812.500000 Penalty: 5237.655762
	Iteration 10Q: 3 clusters Score -4884812 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16230 members 
Mstep: Class 2 contains 22323 members 
Entering Unmasked Estep 
Score: -4885511.000000 Penalty: 5237.655762
	Iteration 11Q: 3 clusters Score -4885511 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15550 members 
Mstep: Class 2 contains 23003 members 
Entering Unmasked Estep 
Score: -4886016.000000 Penalty: 5237.655762
	Iteration 12Q: 3 clusters Score -4886016 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14933 members 
Mstep: Class 2 contains 23620 members 
Entering Unmasked Estep 
Score: -4886346.500000 Penalty: 5237.655762
	Iteration 13Q: 3 clusters Score -4886346 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14315 members 
Mstep: Class 2 contains 24238 members 
Entering Unmasked Estep 
Score: -4886600.500000 Penalty: 5237.655762
	Iteration 14Q: 3 clusters Score -4886600 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13716 members 
Mstep: Class 2 contains 24837 members 
Entering Unmasked Estep 
Score: -4886824.000000 Penalty: 5237.655762
	Iteration 15Q: 3 clusters Score -4886824 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13085 members 
Mstep: Class 2 contains 25468 members 
Entering Unmasked Estep 
Score: -4887047.500000 Penalty: 5237.655762
	Iteration 16Q: 3 clusters Score -4887048 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12437 members 
Mstep: Class 2 contains 26116 members 
Entering Unmasked Estep 
Score: -4887290.500000 Penalty: 5237.655762
	Iteration 17Q: 3 clusters Score -4887290 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11806 members 
Mstep: Class 2 contains 26747 members 
Entering Unmasked Estep 
Score: -4887509.500000 Penalty: 5237.655762
	Iteration 18Q: 3 clusters Score -4887510 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11155 members 
Mstep: Class 2 contains 27398 members 
Entering Unmasked Estep 
Score: -4887745.500000 Penalty: 5237.655762
	Iteration 19Q: 3 clusters Score -4887746 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10510 members 
Mstep: Class 2 contains 28043 members 
Entering Unmasked Estep 
Score: -4887957.000000 Penalty: 5237.655762
	Iteration 20F: 3 clusters Score -4887957 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9896 members 
Mstep: Class 2 contains 28657 members 
Entering Unmasked Estep 
Score: -4888185.000000 Penalty: 5237.655762
	Iteration 21Q: 3 clusters Score -4888185 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 29284 members 
Entering Unmasked Estep 
Score: -4888416.500000 Penalty: 5237.655762
	Iteration 22Q: 3 clusters Score -4888416 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 29931 members 
Entering Unmasked Estep 
Score: -4888644.000000 Penalty: 5237.655762
	Iteration 23Q: 3 clusters Score -4888644 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 30562 members 
Entering Unmasked Estep 
Score: -4888923.500000 Penalty: 5237.655762
	Iteration 24Q: 3 clusters Score -4888924 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 31142 members 
Entering Unmasked Estep 
Score: -4889129.500000 Penalty: 5237.655762
	Iteration 25Q: 3 clusters Score -4889130 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 31692 members 
Entering Unmasked Estep 
Score: -4889347.500000 Penalty: 5237.655762
	Iteration 26Q: 3 clusters Score -4889348 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 32207 members 
Entering Unmasked Estep 
Score: -4889552.000000 Penalty: 5237.655762
	Iteration 27Q: 3 clusters Score -4889552 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 32716 members 
Entering Unmasked Estep 
Score: -4889769.000000 Penalty: 5237.655762
	Iteration 28Q: 3 clusters Score -4889769 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 33177 members 
Entering Unmasked Estep 
Score: -4889962.500000 Penalty: 5237.655762
	Iteration 29Q: 3 clusters Score -4889962 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 33590 members 
Entering Unmasked Estep 
Score: -4890110.500000 Penalty: 5237.655762
	Iteration 30Q: 3 clusters Score -4890110 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 33972 members 
Entering Unmasked Estep 
Score: -4890319.500000 Penalty: 5237.655762
	Iteration 31Q: 3 clusters Score -4890320 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 34339 members 
Entering Unmasked Estep 
Score: -4890492.500000 Penalty: 5237.655762
	Iteration 32Q: 3 clusters Score -4890492 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 34689 members 
Entering Unmasked Estep 
Score: -4890661.500000 Penalty: 5237.655762
	Iteration 33Q: 3 clusters Score -4890662 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 34956 members 
Entering Unmasked Estep 
Score: -4890789.000000 Penalty: 5237.655762
	Iteration 34Q: 3 clusters Score -4890789 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 35196 members 
Entering Unmasked Estep 
Score: -4890926.500000 Penalty: 5237.655762
	Iteration 35Q: 3 clusters Score -4890926 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 35397 members 
Entering Unmasked Estep 
Score: -4891017.500000 Penalty: 5237.655762
	Iteration 36Q: 3 clusters Score -4891018 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 35553 members 
Entering Unmasked Estep 
Score: -4891075.500000 Penalty: 5237.655762
	Iteration 37Q: 3 clusters Score -4891076 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 35659 members 
Entering Unmasked Estep 
Score: -4891109.000000 Penalty: 5237.655762
	Iteration 38Q: 3 clusters Score -4891109 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 35751 members 
Entering Unmasked Estep 
Score: -4891146.500000 Penalty: 5237.655762
	Iteration 39Q: 3 clusters Score -4891146 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 35819 members 
Entering Unmasked Estep 
Score: -4891190.500000 Penalty: 5237.655762
	Iteration 40F: 3 clusters Score -4891190 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 35886 members 
Entering Unmasked Estep 
Score: -4891210.000000 Penalty: 5237.655762
	Iteration 41Q: 3 clusters Score -4891210 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 35951 members 
Entering Unmasked Estep 
Score: -4891221.000000 Penalty: 5237.655762
	Iteration 42Q: 3 clusters Score -4891221 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 36001 members 
Entering Unmasked Estep 
Score: -4891227.500000 Penalty: 5237.655762
	Iteration 43Q: 3 clusters Score -4891228 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 36043 members 
Entering Unmasked Estep 
Score: -4891239.000000 Penalty: 5237.655762
	Iteration 44Q: 3 clusters Score -4891239 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 36087 members 
Entering Unmasked Estep 
Score: -4891272.000000 Penalty: 5237.655762
	Iteration 45Q: 3 clusters Score -4891272 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 36124 members 
Entering Unmasked Estep 
Score: -4891280.000000 Penalty: 5237.655762
	Iteration 46Q: 3 clusters Score -4891280 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 36152 members 
Entering Unmasked Estep 
Score: -4891282.500000 Penalty: 5237.655762
	Iteration 47Q: 3 clusters Score -4891282 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 36183 members 
Entering Unmasked Estep 
Score: -4891297.000000 Penalty: 5237.655762
	Iteration 48Q: 3 clusters Score -4891297 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 36213 members 
Entering Unmasked Estep 
Score: -4891309.500000 Penalty: 5237.655762
	Iteration 49Q: 3 clusters Score -4891310 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 36241 members 
Entering Unmasked Estep 
Score: -4891324.000000 Penalty: 5237.655762
	Iteration 50Q: 3 clusters Score -4891324 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 36271 members 
Entering Unmasked Estep 
Score: -4891327.500000 Penalty: 5237.655762
	Iteration 51Q: 3 clusters Score -4891328 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 36297 members 
Entering Unmasked Estep 
Score: -4891335.000000 Penalty: 5237.655762
	Iteration 52Q: 3 clusters Score -4891335 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 36320 members 
Entering Unmasked Estep 
Score: -4891340.000000 Penalty: 5237.655762
	Iteration 53Q: 3 clusters Score -4891340 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 36338 members 
Entering Unmasked Estep 
Score: -4891354.500000 Penalty: 5237.655762
	Iteration 54Q: 3 clusters Score -4891354 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 36348 members 
Entering Unmasked Estep 
Score: -4891360.000000 Penalty: 5237.655762
	Iteration 55Q: 3 clusters Score -4891360 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 36357 members 
Entering Unmasked Estep 
Score: -4891361.000000 Penalty: 5237.655762
	Iteration 56Q: 3 clusters Score -4891361 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 36371 members 
Entering Unmasked Estep 
Score: -4891365.000000 Penalty: 5237.655762
	Iteration 57Q: 3 clusters Score -4891365 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 36391 members 
Entering Unmasked Estep 
Score: -4891366.000000 Penalty: 5237.655762
	Iteration 58Q: 3 clusters Score -4891366 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 36412 members 
Entering Unmasked Estep 
Score: -4891372.000000 Penalty: 5237.655762
	Iteration 59Q: 3 clusters Score -4891372 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 36428 members 
Entering Unmasked Estep 
Score: -4891376.500000 Penalty: 5237.655762
	Iteration 60F: 3 clusters Score -4891376 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 36444 members 
Entering Unmasked Estep 
Score: -4891378.000000 Penalty: 5237.655762
	Iteration 61Q: 3 clusters Score -4891378 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 36454 members 
Entering Unmasked Estep 
Score: -4891393.000000 Penalty: 5237.655762
	Iteration 62Q: 3 clusters Score -4891393 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 36472 members 
Entering Unmasked Estep 
Score: -4891398.500000 Penalty: 5237.655762
	Iteration 63Q: 3 clusters Score -4891398 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 36492 members 
Entering Unmasked Estep 
Score: -4891407.500000 Penalty: 5237.655762
	Iteration 64Q: 3 clusters Score -4891408 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 36500 members 
Entering Unmasked Estep 
Score: -4891420.000000 Penalty: 5237.655762
	Iteration 65Q: 3 clusters Score -4891420 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 36502 members 
Entering Unmasked Estep 
Score: -4891425.500000 Penalty: 5237.655762
	Iteration 66Q: 3 clusters Score -4891426 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 36510 members 
Entering Unmasked Estep 
Score: -4891438.000000 Penalty: 5237.655762
	Iteration 67Q: 3 clusters Score -4891438 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 36516 members 
Entering Unmasked Estep 
Score: -4891442.000000 Penalty: 5237.655762
	Iteration 68Q: 3 clusters Score -4891442 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 36519 members 
Entering Unmasked Estep 
Score: -4891445.500000 Penalty: 5237.655762
	Iteration 69Q: 3 clusters Score -4891446 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 36522 members 
Entering Unmasked Estep 
Score: -4891450.000000 Penalty: 5237.655762
	Iteration 70Q: 3 clusters Score -4891450 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 36525 members 
Entering Unmasked Estep 
Score: -4891442.000000 Penalty: 5237.655762
	Iteration 71Q: 3 clusters Score -4891442 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 36531 members 
Entering Unmasked Estep 
Score: -4891437.500000 Penalty: 5237.655762
	Iteration 72Q: 3 clusters Score -4891438 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 36531 members 
Entering Unmasked Estep 
Score: -4891436.500000 Penalty: 5237.655762
	Iteration 73Q: 3 clusters Score -4891436 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 36533 members 
Entering Unmasked Estep 
Score: -4891442.500000 Penalty: 5237.655762
	Iteration 74Q: 3 clusters Score -4891442 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 36537 members 
Entering Unmasked Estep 
Score: -4891444.500000 Penalty: 5237.655762
	Iteration 75Q: 3 clusters Score -4891444 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 36542 members 
Entering Unmasked Estep 
Score: -4891447.000000 Penalty: 5237.655762
	Iteration 76Q: 3 clusters Score -4891447 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 36549 members 
Entering Unmasked Estep 
Score: -4891452.000000 Penalty: 5237.655762
	Iteration 77Q: 3 clusters Score -4891452 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 36552 members 
Entering Unmasked Estep 
Score: -4891448.000000 Penalty: 5237.655762
	Iteration 78Q: 3 clusters Score -4891448 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 36554 members 
Entering Unmasked Estep 
Score: -4891449.500000 Penalty: 5237.655762
	Iteration 79Q: 3 clusters Score -4891450 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 36558 members 
Entering Unmasked Estep 
Score: -4891458.000000 Penalty: 5237.655762
	Iteration 80F: 3 clusters Score -4891458 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 36568 members 
Entering Unmasked Estep 
Score: -4891461.500000 Penalty: 5237.655762
	Iteration 81Q: 3 clusters Score -4891462 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 36577 members 
Entering Unmasked Estep 
Score: -4891464.500000 Penalty: 5237.655762
	Iteration 82Q: 3 clusters Score -4891464 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 36594 members 
Entering Unmasked Estep 
Score: -4891467.000000 Penalty: 5237.655762
	Iteration 83Q: 3 clusters Score -4891467 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 36607 members 
Entering Unmasked Estep 
Score: -4891485.000000 Penalty: 5237.655762
	Iteration 84Q: 3 clusters Score -4891485 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 36618 members 
Entering Unmasked Estep 
Score: -4891489.000000 Penalty: 5237.655762
	Iteration 85Q: 3 clusters Score -4891489 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 36624 members 
Entering Unmasked Estep 
Score: -4891501.000000 Penalty: 5237.655762
	Iteration 86Q: 3 clusters Score -4891501 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 36634 members 
Entering Unmasked Estep 
Score: -4891511.500000 Penalty: 5237.655762
	Iteration 87Q: 3 clusters Score -4891512 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 36656 members 
Entering Unmasked Estep 
Score: -4891543.500000 Penalty: 5237.655762
	Iteration 88Q: 3 clusters Score -4891544 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 36680 members 
Entering Unmasked Estep 
Score: -4891562.500000 Penalty: 5237.655762
	Iteration 89Q: 3 clusters Score -4891562 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 36693 members 
Entering Unmasked Estep 
Score: -4891585.000000 Penalty: 5237.655762
	Iteration 90Q: 3 clusters Score -4891585 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 36708 members 
Entering Unmasked Estep 
Score: -4891613.000000 Penalty: 5237.655762
	Iteration 91Q: 3 clusters Score -4891613 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 36733 members 
Entering Unmasked Estep 
Score: -4891642.000000 Penalty: 5237.655762
	Iteration 92Q: 3 clusters Score -4891642 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 36752 members 
Entering Unmasked Estep 
Score: -4891669.500000 Penalty: 5237.655762
	Iteration 93Q: 3 clusters Score -4891670 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 36768 members 
Entering Unmasked Estep 
Score: -4891668.500000 Penalty: 5237.655762
	Iteration 94Q: 3 clusters Score -4891668 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 36774 members 
Entering Unmasked Estep 
Score: -4891670.000000 Penalty: 5237.655762
	Iteration 95Q: 3 clusters Score -4891670 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 36782 members 
Entering Unmasked Estep 
Score: -4891672.000000 Penalty: 5237.655762
	Iteration 96Q: 3 clusters Score -4891672 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 36790 members 
Entering Unmasked Estep 
Score: -4891670.500000 Penalty: 5237.655762
	Iteration 97Q: 3 clusters Score -4891670 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 36794 members 
Entering Unmasked Estep 
Score: -4891678.000000 Penalty: 5237.655762
	Iteration 98Q: 3 clusters Score -4891678 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 36797 members 
Entering Unmasked Estep 
Score: -4891678.000000 Penalty: 5237.655762
	Iteration 99Q: 3 clusters Score -4891678 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 36797 members 
Entering Unmasked Estep 
Score: -4891680.500000 Penalty: 5237.655762
	Iteration 100F: 3 clusters Score -4891680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 36796 members 
Entering Unmasked Estep 
Score: -4891682.000000 Penalty: 5237.655762
	Iteration 101Q: 3 clusters Score -4891682 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 36796 members 
Entering Unmasked Estep 
Score: -4891682.000000 Penalty: 5237.655762
	Iteration 102F: 3 clusters Score -4891682 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Entering Unmasked Estep 
Score: -26650.816406 Penalty: 1382.835449
	Iteration 0F: 2 clusters Score -26650.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -25620.142578 Penalty: 2765.670898
	Iteration 0F: 3 clusters Score -25620.14 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -25942.669922 Penalty: 2765.670898
	Iteration 1F: 3 clusters Score -25942.67 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -26137.312500 Penalty: 2765.670898
	Iteration 2F: 3 clusters Score -26137.31 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -26247.580078 Penalty: 2765.670898
	Iteration 3Q: 3 clusters Score -26247.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -26260.882812 Penalty: 2765.670898
	Iteration 4Q: 3 clusters Score -26260.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -26273.121094 Penalty: 2765.670898
	Iteration 5Q: 3 clusters Score -26273.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -26273.121094 Penalty: 2765.670898
	Iteration 6F: 3 clusters Score -26273.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (7367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Entering Unmasked Estep 
Score: -808519.187500 Penalty: 2208.382080
	Iteration 0F: 2 clusters Score -808519.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -802594.687500 Penalty: 4416.764160
	Iteration 0F: 3 clusters Score -802594.7 nChanged 2993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -804511.312500 Penalty: 4416.764160
	Iteration 1F: 3 clusters Score -804511.3 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -804968.312500 Penalty: 4416.764160
	Iteration 2F: 3 clusters Score -804968.3 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -805301.375000 Penalty: 4416.764160
	Iteration 3F: 3 clusters Score -805301.4 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -805561.000000 Penalty: 4416.764160
	Iteration 4F: 3 clusters Score -805561 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -805807.750000 Penalty: 4416.764160
	Iteration 5F: 3 clusters Score -805807.8 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -806036.187500 Penalty: 4416.764160
	Iteration 6Q: 3 clusters Score -806036.2 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -806214.937500 Penalty: 4416.764160
	Iteration 7Q: 3 clusters Score -806214.9 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -806349.187500 Penalty: 4416.764160
	Iteration 8Q: 3 clusters Score -806349.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -806441.062500 Penalty: 4416.764160
	Iteration 9Q: 3 clusters Score -806441.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -806510.875000 Penalty: 4416.764160
	Iteration 10Q: 3 clusters Score -806510.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -806567.125000 Penalty: 4416.764160
	Iteration 11Q: 3 clusters Score -806567.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -806613.437500 Penalty: 4416.764160
	Iteration 12Q: 3 clusters Score -806613.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -806656.437500 Penalty: 4416.764160
	Iteration 13Q: 3 clusters Score -806656.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -806690.750000 Penalty: 4416.764160
	Iteration 14Q: 3 clusters Score -806690.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -806716.687500 Penalty: 4416.764160
	Iteration 15Q: 3 clusters Score -806716.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -806742.437500 Penalty: 4416.764160
	Iteration 16Q: 3 clusters Score -806742.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -806762.500000 Penalty: 4416.764160
	Iteration 17Q: 3 clusters Score -806762.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -806781.875000 Penalty: 4416.764160
	Iteration 18Q: 3 clusters Score -806781.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -806805.625000 Penalty: 4416.764160
	Iteration 19Q: 3 clusters Score -806805.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -806830.500000 Penalty: 4416.764160
	Iteration 20F: 3 clusters Score -806830.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -806860.250000 Penalty: 4416.764160
	Iteration 21Q: 3 clusters Score -806860.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -806895.000000 Penalty: 4416.764160
	Iteration 22Q: 3 clusters Score -806895 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -806931.500000 Penalty: 4416.764160
	Iteration 23Q: 3 clusters Score -806931.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -806975.375000 Penalty: 4416.764160
	Iteration 24Q: 3 clusters Score -806975.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -807015.125000 Penalty: 4416.764160
	Iteration 25Q: 3 clusters Score -807015.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -807058.312500 Penalty: 4416.764160
	Iteration 26Q: 3 clusters Score -807058.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -807103.500000 Penalty: 4416.764160
	Iteration 27Q: 3 clusters Score -807103.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -807148.625000 Penalty: 4416.764160
	Iteration 28Q: 3 clusters Score -807148.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -807190.625000 Penalty: 4416.764160
	Iteration 29Q: 3 clusters Score -807190.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -807235.062500 Penalty: 4416.764160
	Iteration 30Q: 3 clusters Score -807235.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -807278.437500 Penalty: 4416.764160
	Iteration 31Q: 3 clusters Score -807278.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -807317.875000 Penalty: 4416.764160
	Iteration 32Q: 3 clusters Score -807317.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -807347.937500 Penalty: 4416.764160
	Iteration 33Q: 3 clusters Score -807347.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -807375.625000 Penalty: 4416.764160
	Iteration 34Q: 3 clusters Score -807375.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -807399.875000 Penalty: 4416.764160
	Iteration 35Q: 3 clusters Score -807399.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -807422.000000 Penalty: 4416.764160
	Iteration 36Q: 3 clusters Score -807422 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -807438.187500 Penalty: 4416.764160
	Iteration 37Q: 3 clusters Score -807438.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -807456.562500 Penalty: 4416.764160
	Iteration 38Q: 3 clusters Score -807456.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -807474.562500 Penalty: 4416.764160
	Iteration 39Q: 3 clusters Score -807474.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -807500.750000 Penalty: 4416.764160
	Iteration 40F: 3 clusters Score -807500.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -807512.187500 Penalty: 4416.764160
	Iteration 41Q: 3 clusters Score -807512.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -807523.437500 Penalty: 4416.764160
	Iteration 42Q: 3 clusters Score -807523.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -807527.562500 Penalty: 4416.764160
	Iteration 43Q: 3 clusters Score -807527.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -807528.562500 Penalty: 4416.764160
	Iteration 44Q: 3 clusters Score -807528.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -807531.625000 Penalty: 4416.764160
	Iteration 45Q: 3 clusters Score -807531.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -807532.437500 Penalty: 4416.764160
	Iteration 46Q: 3 clusters Score -807532.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -807530.750000 Penalty: 4416.764160
	Iteration 47Q: 3 clusters Score -807530.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -807533.187500 Penalty: 4416.764160
	Iteration 48Q: 3 clusters Score -807533.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -807534.812500 Penalty: 4416.764160
	Iteration 49Q: 3 clusters Score -807534.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -807536.000000 Penalty: 4416.764160
	Iteration 50Q: 3 clusters Score -807536 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -807537.437500 Penalty: 4416.764160
	Iteration 51Q: 3 clusters Score -807537.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -807538.812500 Penalty: 4416.764160
	Iteration 52Q: 3 clusters Score -807538.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -807538.812500 Penalty: 4416.764160
	Iteration 53F: 3 clusters Score -807538.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Entering Unmasked Estep 
Score: -57853.394531 Penalty: 1513.434570
	Iteration 0F: 2 clusters Score -57853.39 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 237 members 
Entering Unmasked Estep 
Score: -56632.343750 Penalty: 3026.869141
	Iteration 0F: 3 clusters Score -56632.34 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -57369.535156 Penalty: 3026.869141
	Iteration 1F: 3 clusters Score -57369.54 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -57945.769531 Penalty: 3026.869141
	Iteration 2F: 3 clusters Score -57945.77 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -58300.277344 Penalty: 3026.869141
	Iteration 3F: 3 clusters Score -58300.28 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -58454.972656 Penalty: 3026.869141
	Iteration 4Q: 3 clusters Score -58454.97 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -58553.367188 Penalty: 3026.869141
	Iteration 5Q: 3 clusters Score -58553.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -58623.289062 Penalty: 3026.869141
	Iteration 6Q: 3 clusters Score -58623.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -58637.847656 Penalty: 3026.869141
	Iteration 7Q: 3 clusters Score -58637.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -58653.968750 Penalty: 3026.869141
	Iteration 8Q: 3 clusters Score -58653.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -58667.515625 Penalty: 3026.869141
	Iteration 9Q: 3 clusters Score -58667.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -58679.765625 Penalty: 3026.869141
	Iteration 10Q: 3 clusters Score -58679.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -58688.613281 Penalty: 3026.869141
	Iteration 11Q: 3 clusters Score -58688.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -58691.324219 Penalty: 3026.869141
	Iteration 12Q: 3 clusters Score -58691.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -58692.847656 Penalty: 3026.869141
	Iteration 13F: 3 clusters Score -58692.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -58737.523438 Penalty: 3026.869141
	Iteration 14Q: 3 clusters Score -58737.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -58831.304688 Penalty: 3026.869141
	Iteration 15Q: 3 clusters Score -58831.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -58831.304688 Penalty: 3026.869141
	Iteration 16F: 3 clusters Score -58831.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 15360 members 
Mstep: Class 3 contains 27043 members 
Mstep: Class 4 contains 35842 members 
Mstep: Class 5 contains 21352 members 
Mstep: Class 6 contains 582 members 
Mstep: Class 7 contains 2492 members 
Mstep: Class 8 contains 48786 members 
Mstep: Class 9 contains 29935 members 
Mstep: Class 10 contains 12091 members 
Mstep: Class 11 contains 4398 members 
Mstep: Class 12 contains 225564 members 
Mstep: Class 13 contains 9175 members 
Mstep: Class 14 contains 5297 members 
Mstep: Class 15 contains 27044 members 
Mstep: Class 16 contains 9443 members 
Mstep: Class 17 contains 9694 members 
Mstep: Class 18 contains 8382 members 
Mstep: Class 19 contains 163100 members 
Mstep: Class 20 contains 41538 members 
Mstep: Class 21 contains 12625 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 10791 members 
Mstep: Class 24 contains 4091 members 
Mstep: Class 25 contains 6806 members 
Mstep: Class 26 contains 60540 members 
Mstep: Class 27 contains 9617 members 
Mstep: Class 28 contains 6868 members 
Mstep: Class 29 contains 5403 members 
Mstep: Class 30 contains 8665 members 
Mstep: Class 31 contains 331 members 
Mstep: Class 32 contains 450 members 
Mstep: Class 33 contains 1802 members 
Mstep: Class 34 contains 8709 members 
Mstep: Class 35 contains 197192 members 
Mstep: Class 36 contains 2892 members 
Mstep: Class 37 contains 4616 members 
Mstep: Class 38 contains 2497 members 
Mstep: Class 39 contains 322 members 
Mstep: Class 40 contains 9958 members 
Mstep: Class 41 contains 27276 members 
Mstep: Class 42 contains 5090 members 
Mstep: Class 43 contains 12490 members 
Mstep: Class 44 contains 1055 members 
Mstep: Class 45 contains 3725 members 
Mstep: Class 46 contains 968 members 
Mstep: Class 47 contains 13842 members 
Mstep: Class 48 contains 384 members 
Mstep: Class 49 contains 4144 members 
Mstep: Class 50 contains 303 members 
Mstep: Class 51 contains 418 members 
Mstep: Class 52 contains 38553 members 
Mstep: Class 53 contains 264 members 
Mstep: Class 54 contains 7367 members 
Mstep: Class 55 contains 177 members 
Mstep: Class 56 contains 1768 members 
Mstep: Class 57 contains 2958 members 
Mstep: Class 58 contains 784 members 
Mstep: Class 59 contains 155 members 
Mstep: Class 60 contains 635 members 
Mstep: Class 61 contains 549 members 
Mstep: Class 62 contains 277 members 
Mstep: Class 63 contains 366 members 
Mstep: Class 64 contains 222 members 
Mstep: Class 65 contains 747 members 
Mstep: Class 66 contains 230 members 
Mstep: Class 67 contains 151 members 
Mstep: Class 68 contains 450 members 
Mstep: Class 69 contains 503 members 
Mstep: Class 70 contains 217 members 
Mstep: Class 71 contains 400 members 
Mstep: Class 72 contains 2596 members 
Mstep: Class 73 contains 252 members 
Mstep: Class 74 contains 393 members 
Mstep: Class 75 contains 220 members 
Mstep: Class 76 contains 302 members 
Mstep: Class 77 contains 383 members 
Mstep: Class 78 contains 347 members 
Mstep: Class 79 contains 317 members 
Mstep: Class 80 contains 259 members 
Mstep: Class 81 contains 1559 members 
Mstep: Class 82 contains 270 members 
Entering Unmasked Estep 
Score: -147548352.000000 Penalty: 284459.781250
Splitting cluster 55 changes total score from -147549360.000000 to -147548352.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 56 (1768 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Entering Unmasked Estep 
Score: -255626.609375 Penalty: 1854.445923
	Iteration 0F: 2 clusters Score -255626.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -253278.671875 Penalty: 3708.891846
	Iteration 0F: 3 clusters Score -253278.7 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -254409.078125 Penalty: 3708.891846
	Iteration 1F: 3 clusters Score -254409.1 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -255054.328125 Penalty: 3708.891846
	Iteration 2F: 3 clusters Score -255054.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -255491.312500 Penalty: 3708.891846
	Iteration 3F: 3 clusters Score -255491.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -255692.125000 Penalty: 3708.891846
	Iteration 4F: 3 clusters Score -255692.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -255786.437500 Penalty: 3708.891846
	Iteration 5Q: 3 clusters Score -255786.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -255864.046875 Penalty: 3708.891846
	Iteration 6Q: 3 clusters Score -255864 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -255975.765625 Penalty: 3708.891846
	Iteration 7Q: 3 clusters Score -255975.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -256083.625000 Penalty: 3708.891846
	Iteration 8Q: 3 clusters Score -256083.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -256113.062500 Penalty: 3708.891846
	Iteration 9Q: 3 clusters Score -256113.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -256127.734375 Penalty: 3708.891846
	Iteration 10Q: 3 clusters Score -256127.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -256168.140625 Penalty: 3708.891846
	Iteration 11Q: 3 clusters Score -256168.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -256206.843750 Penalty: 3708.891846
	Iteration 12Q: 3 clusters Score -256206.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -256215.406250 Penalty: 3708.891846
	Iteration 13Q: 3 clusters Score -256215.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -256230.750000 Penalty: 3708.891846
	Iteration 14Q: 3 clusters Score -256230.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -256266.000000 Penalty: 3708.891846
	Iteration 15Q: 3 clusters Score -256266 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -256300.859375 Penalty: 3708.891846
	Iteration 16Q: 3 clusters Score -256300.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -256323.109375 Penalty: 3708.891846
	Iteration 17Q: 3 clusters Score -256323.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -256326.593750 Penalty: 3708.891846
	Iteration 18Q: 3 clusters Score -256326.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -256326.968750 Penalty: 3708.891846
	Iteration 19Q: 3 clusters Score -256327 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -256326.968750 Penalty: 3708.891846
	Iteration 20F: 3 clusters Score -256327 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 15360 members 
Mstep: Class 3 contains 27043 members 
Mstep: Class 4 contains 35842 members 
Mstep: Class 5 contains 21352 members 
Mstep: Class 6 contains 582 members 
Mstep: Class 7 contains 2492 members 
Mstep: Class 8 contains 48786 members 
Mstep: Class 9 contains 29935 members 
Mstep: Class 10 contains 12091 members 
Mstep: Class 11 contains 4398 members 
Mstep: Class 12 contains 225564 members 
Mstep: Class 13 contains 9175 members 
Mstep: Class 14 contains 5297 members 
Mstep: Class 15 contains 27044 members 
Mstep: Class 16 contains 9443 members 
Mstep: Class 17 contains 9694 members 
Mstep: Class 18 contains 8382 members 
Mstep: Class 19 contains 163100 members 
Mstep: Class 20 contains 41538 members 
Mstep: Class 21 contains 12625 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 10791 members 
Mstep: Class 24 contains 4091 members 
Mstep: Class 25 contains 6806 members 
Mstep: Class 26 contains 60540 members 
Mstep: Class 27 contains 9617 members 
Mstep: Class 28 contains 6868 members 
Mstep: Class 29 contains 5403 members 
Mstep: Class 30 contains 8665 members 
Mstep: Class 31 contains 331 members 
Mstep: Class 32 contains 450 members 
Mstep: Class 33 contains 1802 members 
Mstep: Class 34 contains 8709 members 
Mstep: Class 35 contains 197192 members 
Mstep: Class 36 contains 2892 members 
Mstep: Class 37 contains 4616 members 
Mstep: Class 38 contains 2497 members 
Mstep: Class 39 contains 322 members 
Mstep: Class 40 contains 9958 members 
Mstep: Class 41 contains 27276 members 
Mstep: Class 42 contains 5090 members 
Mstep: Class 43 contains 12490 members 
Mstep: Class 44 contains 1055 members 
Mstep: Class 45 contains 3725 members 
Mstep: Class 46 contains 968 members 
Mstep: Class 47 contains 13842 members 
Mstep: Class 48 contains 384 members 
Mstep: Class 49 contains 4144 members 
Mstep: Class 50 contains 303 members 
Mstep: Class 51 contains 418 members 
Mstep: Class 52 contains 38553 members 
Mstep: Class 53 contains 264 members 
Mstep: Class 54 contains 7367 members 
Mstep: Class 55 contains 447 members 
Mstep: Class 56 contains 913 members 
Mstep: Class 57 contains 2958 members 
Mstep: Class 58 contains 784 members 
Mstep: Class 59 contains 155 members 
Mstep: Class 60 contains 635 members 
Mstep: Class 61 contains 549 members 
Mstep: Class 62 contains 277 members 
Mstep: Class 63 contains 366 members 
Mstep: Class 64 contains 222 members 
Mstep: Class 65 contains 747 members 
Mstep: Class 66 contains 230 members 
Mstep: Class 67 contains 151 members 
Mstep: Class 68 contains 450 members 
Mstep: Class 69 contains 503 members 
Mstep: Class 70 contains 217 members 
Mstep: Class 71 contains 400 members 
Mstep: Class 72 contains 2596 members 
Mstep: Class 73 contains 252 members 
Mstep: Class 74 contains 393 members 
Mstep: Class 75 contains 220 members 
Mstep: Class 76 contains 302 members 
Mstep: Class 77 contains 383 members 
Mstep: Class 78 contains 347 members 
Mstep: Class 79 contains 317 members 
Mstep: Class 80 contains 259 members 
Mstep: Class 81 contains 1559 members 
Mstep: Class 82 contains 855 members 
Entering Unmasked Estep 
Score: -147548240.000000 Penalty: 284459.781250
Splitting cluster 56 changes total score from -147549360.000000 to -147548240.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 57 (2958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Entering Unmasked Estep 
Score: -370800.843750 Penalty: 1982.082642
	Iteration 0F: 2 clusters Score -370800.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -367526.750000 Penalty: 3964.165283
	Iteration 0F: 3 clusters Score -367526.8 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -368218.406250 Penalty: 3964.165283
	Iteration 1F: 3 clusters Score -368218.4 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -368387.937500 Penalty: 3964.165283
	Iteration 2F: 3 clusters Score -368387.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -368473.375000 Penalty: 3964.165283
	Iteration 3Q: 3 clusters Score -368473.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -368536.468750 Penalty: 3964.165283
	Iteration 4Q: 3 clusters Score -368536.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -368586.218750 Penalty: 3964.165283
	Iteration 5Q: 3 clusters Score -368586.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -368632.562500 Penalty: 3964.165283
	Iteration 6Q: 3 clusters Score -368632.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -368674.406250 Penalty: 3964.165283
	Iteration 7Q: 3 clusters Score -368674.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -368702.187500 Penalty: 3964.165283
	Iteration 8Q: 3 clusters Score -368702.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -368721.437500 Penalty: 3964.165283
	Iteration 9Q: 3 clusters Score -368721.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -368745.250000 Penalty: 3964.165283
	Iteration 10Q: 3 clusters Score -368745.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -368769.093750 Penalty: 3964.165283
	Iteration 11Q: 3 clusters Score -368769.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -368791.218750 Penalty: 3964.165283
	Iteration 12Q: 3 clusters Score -368791.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -368806.187500 Penalty: 3964.165283
	Iteration 13Q: 3 clusters Score -368806.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -368819.187500 Penalty: 3964.165283
	Iteration 14Q: 3 clusters Score -368819.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -368827.375000 Penalty: 3964.165283
	Iteration 15Q: 3 clusters Score -368827.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -368832.375000 Penalty: 3964.165283
	Iteration 16Q: 3 clusters Score -368832.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -368838.812500 Penalty: 3964.165283
	Iteration 17Q: 3 clusters Score -368838.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -368849.125000 Penalty: 3964.165283
	Iteration 18Q: 3 clusters Score -368849.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -368860.125000 Penalty: 3964.165283
	Iteration 19Q: 3 clusters Score -368860.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -368870.218750 Penalty: 3964.165283
	Iteration 20F: 3 clusters Score -368870.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -368880.562500 Penalty: 3964.165283
	Iteration 21Q: 3 clusters Score -368880.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -368888.375000 Penalty: 3964.165283
	Iteration 22Q: 3 clusters Score -368888.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -368900.031250 Penalty: 3964.165283
	Iteration 23Q: 3 clusters Score -368900 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -368907.718750 Penalty: 3964.165283
	Iteration 24Q: 3 clusters Score -368907.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -368913.218750 Penalty: 3964.165283
	Iteration 25Q: 3 clusters Score -368913.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -368919.375000 Penalty: 3964.165283
	Iteration 26Q: 3 clusters Score -368919.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -368924.875000 Penalty: 3964.165283
	Iteration 27Q: 3 clusters Score -368924.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -368928.906250 Penalty: 3964.165283
	Iteration 28Q: 3 clusters Score -368928.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -368935.875000 Penalty: 3964.165283
	Iteration 29Q: 3 clusters Score -368935.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -368939.531250 Penalty: 3964.165283
	Iteration 30Q: 3 clusters Score -368939.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -368943.062500 Penalty: 3964.165283
	Iteration 31Q: 3 clusters Score -368943.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -368948.937500 Penalty: 3964.165283
	Iteration 32Q: 3 clusters Score -368948.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -368953.968750 Penalty: 3964.165283
	Iteration 33Q: 3 clusters Score -368954 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -368955.812500 Penalty: 3964.165283
	Iteration 34Q: 3 clusters Score -368955.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -368957.281250 Penalty: 3964.165283
	Iteration 35Q: 3 clusters Score -368957.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -368958.781250 Penalty: 3964.165283
	Iteration 36Q: 3 clusters Score -368958.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -368960.093750 Penalty: 3964.165283
	Iteration 37Q: 3 clusters Score -368960.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -368960.093750 Penalty: 3964.165283
	Iteration 38F: 3 clusters Score -368960.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Entering Unmasked Estep 
Score: -112504.289062 Penalty: 1652.773438
	Iteration 0F: 2 clusters Score -112504.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -110924.382812 Penalty: 3305.546875
	Iteration 0F: 3 clusters Score -110924.4 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -112239.992188 Penalty: 3305.546875
	Iteration 1F: 3 clusters Score -112240 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -113007.859375 Penalty: 3305.546875
	Iteration 2F: 3 clusters Score -113007.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -113437.789062 Penalty: 3305.546875
	Iteration 3F: 3 clusters Score -113437.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -113860.046875 Penalty: 3305.546875
	Iteration 4Q: 3 clusters Score -113860 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -114113.867188 Penalty: 3305.546875
	Iteration 5Q: 3 clusters Score -114113.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -114120.515625 Penalty: 3305.546875
	Iteration 6Q: 3 clusters Score -114120.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -114120.515625 Penalty: 3305.546875
	Iteration 7F: 3 clusters Score -114120.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 15360 members 
Mstep: Class 3 contains 27043 members 
Mstep: Class 4 contains 35842 members 
Mstep: Class 5 contains 21352 members 
Mstep: Class 6 contains 582 members 
Mstep: Class 7 contains 2492 members 
Mstep: Class 8 contains 48786 members 
Mstep: Class 9 contains 29935 members 
Mstep: Class 10 contains 12091 members 
Mstep: Class 11 contains 4398 members 
Mstep: Class 12 contains 225564 members 
Mstep: Class 13 contains 9175 members 
Mstep: Class 14 contains 5297 members 
Mstep: Class 15 contains 27044 members 
Mstep: Class 16 contains 9443 members 
Mstep: Class 17 contains 9694 members 
Mstep: Class 18 contains 8382 members 
Mstep: Class 19 contains 163100 members 
Mstep: Class 20 contains 41538 members 
Mstep: Class 21 contains 12625 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 10791 members 
Mstep: Class 24 contains 4091 members 
Mstep: Class 25 contains 6806 members 
Mstep: Class 26 contains 60540 members 
Mstep: Class 27 contains 9617 members 
Mstep: Class 28 contains 6868 members 
Mstep: Class 29 contains 5403 members 
Mstep: Class 30 contains 8665 members 
Mstep: Class 31 contains 331 members 
Mstep: Class 32 contains 450 members 
Mstep: Class 33 contains 1802 members 
Mstep: Class 34 contains 8709 members 
Mstep: Class 35 contains 197192 members 
Mstep: Class 36 contains 2892 members 
Mstep: Class 37 contains 4616 members 
Mstep: Class 38 contains 2497 members 
Mstep: Class 39 contains 322 members 
Mstep: Class 40 contains 9958 members 
Mstep: Class 41 contains 27276 members 
Mstep: Class 42 contains 5090 members 
Mstep: Class 43 contains 12490 members 
Mstep: Class 44 contains 1055 members 
Mstep: Class 45 contains 3725 members 
Mstep: Class 46 contains 968 members 
Mstep: Class 47 contains 13842 members 
Mstep: Class 48 contains 384 members 
Mstep: Class 49 contains 4144 members 
Mstep: Class 50 contains 303 members 
Mstep: Class 51 contains 418 members 
Mstep: Class 52 contains 38553 members 
Mstep: Class 53 contains 264 members 
Mstep: Class 54 contains 7367 members 
Mstep: Class 55 contains 447 members 
Mstep: Class 56 contains 1768 members 
Mstep: Class 57 contains 2958 members 
Mstep: Class 58 contains 403 members 
Mstep: Class 59 contains 155 members 
Mstep: Class 60 contains 635 members 
Mstep: Class 61 contains 549 members 
Mstep: Class 62 contains 277 members 
Mstep: Class 63 contains 366 members 
Mstep: Class 64 contains 222 members 
Mstep: Class 65 contains 747 members 
Mstep: Class 66 contains 230 members 
Mstep: Class 67 contains 151 members 
Mstep: Class 68 contains 450 members 
Mstep: Class 69 contains 503 members 
Mstep: Class 70 contains 217 members 
Mstep: Class 71 contains 400 members 
Mstep: Class 72 contains 2596 members 
Mstep: Class 73 contains 252 members 
Mstep: Class 74 contains 393 members 
Mstep: Class 75 contains 220 members 
Mstep: Class 76 contains 302 members 
Mstep: Class 77 contains 383 members 
Mstep: Class 78 contains 347 members 
Mstep: Class 79 contains 317 members 
Mstep: Class 80 contains 259 members 
Mstep: Class 81 contains 1559 members 
Mstep: Class 82 contains 381 members 
Entering Unmasked Estep 
Score: -147549184.000000 Penalty: 284459.781250
Splitting cluster 58 changes total score from -147549360.000000 to -147549184.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 59 (155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Entering Unmasked Estep 
Score: -21802.712891 Penalty: 1250.769409
	Iteration 0F: 2 clusters Score -21802.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -20826.541016 Penalty: 2501.538818
	Iteration 0F: 3 clusters Score -20826.54 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -20904.095703 Penalty: 2501.538818
	Iteration 1F: 3 clusters Score -20904.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -20930.888672 Penalty: 2501.538818
	Iteration 2Q: 3 clusters Score -20930.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -20930.888672 Penalty: 2501.538818
	Iteration 3F: 3 clusters Score -20930.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Entering Unmasked Estep 
Score: -97959.562500 Penalty: 1600.499023
	Iteration 0F: 2 clusters Score -97959.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -96325.328125 Penalty: 3200.998047
	Iteration 0F: 3 clusters Score -96325.33 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -96669.367188 Penalty: 3200.998047
	Iteration 1F: 3 clusters Score -96669.37 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -96872.953125 Penalty: 3200.998047
	Iteration 2F: 3 clusters Score -96872.95 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -97008.453125 Penalty: 3200.998047
	Iteration 3F: 3 clusters Score -97008.45 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -97165.656250 Penalty: 3200.998047
	Iteration 4F: 3 clusters Score -97165.66 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -97380.117188 Penalty: 3200.998047
	Iteration 5F: 3 clusters Score -97380.12 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -97535.226562 Penalty: 3200.998047
	Iteration 6Q: 3 clusters Score -97535.23 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -97676.492188 Penalty: 3200.998047
	Iteration 7Q: 3 clusters Score -97676.49 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -97791.960938 Penalty: 3200.998047
	Iteration 8Q: 3 clusters Score -97791.96 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -97829.570312 Penalty: 3200.998047
	Iteration 9Q: 3 clusters Score -97829.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -97865.031250 Penalty: 3200.998047
	Iteration 10Q: 3 clusters Score -97865.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -97887.117188 Penalty: 3200.998047
	Iteration 11Q: 3 clusters Score -97887.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -97896.312500 Penalty: 3200.998047
	Iteration 12Q: 3 clusters Score -97896.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -97901.078125 Penalty: 3200.998047
	Iteration 13Q: 3 clusters Score -97901.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -97901.078125 Penalty: 3200.998047
	Iteration 14F: 3 clusters Score -97901.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Entering Unmasked Estep 
Score: -43444.664062 Penalty: 1564.408325
	Iteration 0F: 2 clusters Score -43444.66 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 259 members 
Entering Unmasked Estep 
Score: -42023.433594 Penalty: 3128.816650
	Iteration 0F: 3 clusters Score -42023.43 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -42308.011719 Penalty: 3128.816650
	Iteration 1F: 3 clusters Score -42308.01 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -42444.492188 Penalty: 3128.816650
	Iteration 2F: 3 clusters Score -42444.49 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -42559.351562 Penalty: 3128.816650
	Iteration 3F: 3 clusters Score -42559.35 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -42652.257812 Penalty: 3128.816650
	Iteration 4F: 3 clusters Score -42652.26 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -42745.914062 Penalty: 3128.816650
	Iteration 5Q: 3 clusters Score -42745.91 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -42823.316406 Penalty: 3128.816650
	Iteration 6Q: 3 clusters Score -42823.32 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -42866.144531 Penalty: 3128.816650
	Iteration 7Q: 3 clusters Score -42866.14 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -42905.253906 Penalty: 3128.816650
	Iteration 8Q: 3 clusters Score -42905.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -42943.437500 Penalty: 3128.816650
	Iteration 9Q: 3 clusters Score -42943.44 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -43019.484375 Penalty: 3128.816650
	Iteration 10Q: 3 clusters Score -43019.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -43051.414062 Penalty: 3128.816650
	Iteration 11Q: 3 clusters Score -43051.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -43075.242188 Penalty: 3128.816650
	Iteration 12Q: 3 clusters Score -43075.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -43084.882812 Penalty: 3128.816650
	Iteration 13Q: 3 clusters Score -43084.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -43086.621094 Penalty: 3128.816650
	Iteration 14Q: 3 clusters Score -43086.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -43090.156250 Penalty: 3128.816650
	Iteration 15Q: 3 clusters Score -43090.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -43097.015625 Penalty: 3128.816650
	Iteration 16Q: 3 clusters Score -43097.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -43103.988281 Penalty: 3128.816650
	Iteration 17Q: 3 clusters Score -43103.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -43108.097656 Penalty: 3128.816650
	Iteration 18Q: 3 clusters Score -43108.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -43108.097656 Penalty: 3128.816650
	Iteration 19F: 3 clusters Score -43108.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Entering Unmasked Estep 
Score: -36189.804688 Penalty: 1394.756348
	Iteration 0F: 2 clusters Score -36189.8 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 142 members 
Entering Unmasked Estep 
Score: -35029.062500 Penalty: 2789.512695
	Iteration 0F: 3 clusters Score -35029.06 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -35421.445312 Penalty: 2789.512695
	Iteration 1F: 3 clusters Score -35421.45 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -35653.589844 Penalty: 2789.512695
	Iteration 2F: 3 clusters Score -35653.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -35731.964844 Penalty: 2789.512695
	Iteration 3Q: 3 clusters Score -35731.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -35731.964844 Penalty: 2789.512695
	Iteration 4F: 3 clusters Score -35731.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Entering Unmasked Estep 
Score: -53698.628906 Penalty: 1463.853027
	Iteration 0F: 2 clusters Score -53698.63 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 187 members 
Entering Unmasked Estep 
Score: -52376.597656 Penalty: 2927.706055
	Iteration 0F: 3 clusters Score -52376.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -52826.414062 Penalty: 2927.706055
	Iteration 1F: 3 clusters Score -52826.41 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -53202.117188 Penalty: 2927.706055
	Iteration 2F: 3 clusters Score -53202.12 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -53557.953125 Penalty: 2927.706055
	Iteration 3F: 3 clusters Score -53557.95 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -53687.039062 Penalty: 2927.706055
	Iteration 4Q: 3 clusters Score -53687.04 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -53769.843750 Penalty: 2927.706055
	Iteration 5Q: 3 clusters Score -53769.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -53845.269531 Penalty: 2927.706055
	Iteration 6Q: 3 clusters Score -53845.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -53885.394531 Penalty: 2927.706055
	Iteration 7Q: 3 clusters Score -53885.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -53939.585938 Penalty: 2927.706055
	Iteration 8Q: 3 clusters Score -53939.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -53947.968750 Penalty: 2927.706055
	Iteration 9Q: 3 clusters Score -53947.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -53956.359375 Penalty: 2927.706055
	Iteration 10Q: 3 clusters Score -53956.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -53956.359375 Penalty: 2927.706055
	Iteration 11F: 3 clusters Score -53956.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 15360 members 
Mstep: Class 3 contains 27043 members 
Mstep: Class 4 contains 35842 members 
Mstep: Class 5 contains 21352 members 
Mstep: Class 6 contains 582 members 
Mstep: Class 7 contains 2492 members 
Mstep: Class 8 contains 48786 members 
Mstep: Class 9 contains 29935 members 
Mstep: Class 10 contains 12091 members 
Mstep: Class 11 contains 4398 members 
Mstep: Class 12 contains 225564 members 
Mstep: Class 13 contains 9175 members 
Mstep: Class 14 contains 5297 members 
Mstep: Class 15 contains 27044 members 
Mstep: Class 16 contains 9443 members 
Mstep: Class 17 contains 9694 members 
Mstep: Class 18 contains 8382 members 
Mstep: Class 19 contains 163100 members 
Mstep: Class 20 contains 41538 members 
Mstep: Class 21 contains 12625 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 10791 members 
Mstep: Class 24 contains 4091 members 
Mstep: Class 25 contains 6806 members 
Mstep: Class 26 contains 60540 members 
Mstep: Class 27 contains 9617 members 
Mstep: Class 28 contains 6868 members 
Mstep: Class 29 contains 5403 members 
Mstep: Class 30 contains 8665 members 
Mstep: Class 31 contains 331 members 
Mstep: Class 32 contains 450 members 
Mstep: Class 33 contains 1802 members 
Mstep: Class 34 contains 8709 members 
Mstep: Class 35 contains 197192 members 
Mstep: Class 36 contains 2892 members 
Mstep: Class 37 contains 4616 members 
Mstep: Class 38 contains 2497 members 
Mstep: Class 39 contains 322 members 
Mstep: Class 40 contains 9958 members 
Mstep: Class 41 contains 27276 members 
Mstep: Class 42 contains 5090 members 
Mstep: Class 43 contains 12490 members 
Mstep: Class 44 contains 1055 members 
Mstep: Class 45 contains 3725 members 
Mstep: Class 46 contains 968 members 
Mstep: Class 47 contains 13842 members 
Mstep: Class 48 contains 384 members 
Mstep: Class 49 contains 4144 members 
Mstep: Class 50 contains 303 members 
Mstep: Class 51 contains 418 members 
Mstep: Class 52 contains 38553 members 
Mstep: Class 53 contains 264 members 
Mstep: Class 54 contains 7367 members 
Mstep: Class 55 contains 447 members 
Mstep: Class 56 contains 1768 members 
Mstep: Class 57 contains 2958 members 
Mstep: Class 58 contains 784 members 
Mstep: Class 59 contains 155 members 
Mstep: Class 60 contains 635 members 
Mstep: Class 61 contains 549 members 
Mstep: Class 62 contains 277 members 
Mstep: Class 63 contains 290 members 
Mstep: Class 64 contains 222 members 
Mstep: Class 65 contains 747 members 
Mstep: Class 66 contains 230 members 
Mstep: Class 67 contains 151 members 
Mstep: Class 68 contains 450 members 
Mstep: Class 69 contains 503 members 
Mstep: Class 70 contains 217 members 
Mstep: Class 71 contains 400 members 
Mstep: Class 72 contains 2596 members 
Mstep: Class 73 contains 252 members 
Mstep: Class 74 contains 393 members 
Mstep: Class 75 contains 220 members 
Mstep: Class 76 contains 302 members 
Mstep: Class 77 contains 383 members 
Mstep: Class 78 contains 347 members 
Mstep: Class 79 contains 317 members 
Mstep: Class 80 contains 259 members 
Mstep: Class 81 contains 1559 members 
Mstep: Class 82 contains 76 members 
Entering Unmasked Estep 
Score: -147547728.000000 Penalty: 284459.781250
Splitting cluster 63 changes total score from -147549360.000000 to -147547728.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 64 (222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Entering Unmasked Estep 
Score: -31150.962891 Penalty: 1339.864014
	Iteration 0F: 2 clusters Score -31150.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -29984.125000 Penalty: 2679.728027
	Iteration 0F: 3 clusters Score -29984.12 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -30096.980469 Penalty: 2679.728027
	Iteration 1F: 3 clusters Score -30096.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -30175.408203 Penalty: 2679.728027
	Iteration 2Q: 3 clusters Score -30175.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -30222.626953 Penalty: 2679.728027
	Iteration 3Q: 3 clusters Score -30222.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -30277.787109 Penalty: 2679.728027
	Iteration 4Q: 3 clusters Score -30277.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -30314.492188 Penalty: 2679.728027
	Iteration 5Q: 3 clusters Score -30314.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -30367.171875 Penalty: 2679.728027
	Iteration 6Q: 3 clusters Score -30367.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -30367.171875 Penalty: 2679.728027
	Iteration 7F: 3 clusters Score -30367.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Entering Unmasked Estep 
Score: -107278.320312 Penalty: 1640.784180
	Iteration 0F: 2 clusters Score -107278.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -105604.289062 Penalty: 3281.568359
	Iteration 0F: 3 clusters Score -105604.3 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -106217.976562 Penalty: 3281.568359
	Iteration 1F: 3 clusters Score -106218 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -106615.125000 Penalty: 3281.568359
	Iteration 2F: 3 clusters Score -106615.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -106922.320312 Penalty: 3281.568359
	Iteration 3F: 3 clusters Score -106922.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -107186.070312 Penalty: 3281.568359
	Iteration 4F: 3 clusters Score -107186.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -107317.101562 Penalty: 3281.568359
	Iteration 5Q: 3 clusters Score -107317.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -107411.789062 Penalty: 3281.568359
	Iteration 6Q: 3 clusters Score -107411.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -107477.726562 Penalty: 3281.568359
	Iteration 7Q: 3 clusters Score -107477.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -107503.945312 Penalty: 3281.568359
	Iteration 8Q: 3 clusters Score -107503.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -107520.382812 Penalty: 3281.568359
	Iteration 9Q: 3 clusters Score -107520.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -107531.679688 Penalty: 3281.568359
	Iteration 10Q: 3 clusters Score -107531.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -107534.312500 Penalty: 3281.568359
	Iteration 11Q: 3 clusters Score -107534.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -107540.789062 Penalty: 3281.568359
	Iteration 12Q: 3 clusters Score -107540.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -107554.742188 Penalty: 3281.568359
	Iteration 13Q: 3 clusters Score -107554.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -107563.429688 Penalty: 3281.568359
	Iteration 14Q: 3 clusters Score -107563.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -107565.578125 Penalty: 3281.568359
	Iteration 15Q: 3 clusters Score -107565.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -107568.687500 Penalty: 3281.568359
	Iteration 16F: 3 clusters Score -107568.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -107571.703125 Penalty: 3281.568359
	Iteration 17Q: 3 clusters Score -107571.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -107595.242188 Penalty: 3281.568359
	Iteration 18Q: 3 clusters Score -107595.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -107620.343750 Penalty: 3281.568359
	Iteration 19Q: 3 clusters Score -107620.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -107620.343750 Penalty: 3281.568359
	Iteration 20F: 3 clusters Score -107620.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 15360 members 
Mstep: Class 3 contains 27043 members 
Mstep: Class 4 contains 35842 members 
Mstep: Class 5 contains 21352 members 
Mstep: Class 6 contains 582 members 
Mstep: Class 7 contains 2492 members 
Mstep: Class 8 contains 48786 members 
Mstep: Class 9 contains 29935 members 
Mstep: Class 10 contains 12091 members 
Mstep: Class 11 contains 4398 members 
Mstep: Class 12 contains 225564 members 
Mstep: Class 13 contains 9175 members 
Mstep: Class 14 contains 5297 members 
Mstep: Class 15 contains 27044 members 
Mstep: Class 16 contains 9443 members 
Mstep: Class 17 contains 9694 members 
Mstep: Class 18 contains 8382 members 
Mstep: Class 19 contains 163100 members 
Mstep: Class 20 contains 41538 members 
Mstep: Class 21 contains 12625 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 10791 members 
Mstep: Class 24 contains 4091 members 
Mstep: Class 25 contains 6806 members 
Mstep: Class 26 contains 60540 members 
Mstep: Class 27 contains 9617 members 
Mstep: Class 28 contains 6868 members 
Mstep: Class 29 contains 5403 members 
Mstep: Class 30 contains 8665 members 
Mstep: Class 31 contains 331 members 
Mstep: Class 32 contains 450 members 
Mstep: Class 33 contains 1802 members 
Mstep: Class 34 contains 8709 members 
Mstep: Class 35 contains 197192 members 
Mstep: Class 36 contains 2892 members 
Mstep: Class 37 contains 4616 members 
Mstep: Class 38 contains 2497 members 
Mstep: Class 39 contains 322 members 
Mstep: Class 40 contains 9958 members 
Mstep: Class 41 contains 27276 members 
Mstep: Class 42 contains 5090 members 
Mstep: Class 43 contains 12490 members 
Mstep: Class 44 contains 1055 members 
Mstep: Class 45 contains 3725 members 
Mstep: Class 46 contains 968 members 
Mstep: Class 47 contains 13842 members 
Mstep: Class 48 contains 384 members 
Mstep: Class 49 contains 4144 members 
Mstep: Class 50 contains 303 members 
Mstep: Class 51 contains 418 members 
Mstep: Class 52 contains 38553 members 
Mstep: Class 53 contains 264 members 
Mstep: Class 54 contains 7367 members 
Mstep: Class 55 contains 447 members 
Mstep: Class 56 contains 1768 members 
Mstep: Class 57 contains 2958 members 
Mstep: Class 58 contains 784 members 
Mstep: Class 59 contains 155 members 
Mstep: Class 60 contains 635 members 
Mstep: Class 61 contains 549 members 
Mstep: Class 62 contains 277 members 
Mstep: Class 63 contains 366 members 
Mstep: Class 64 contains 222 members 
Mstep: Class 65 contains 496 members 
Mstep: Class 66 contains 230 members 
Mstep: Class 67 contains 151 members 
Mstep: Class 68 contains 450 members 
Mstep: Class 69 contains 503 members 
Mstep: Class 70 contains 217 members 
Mstep: Class 71 contains 400 members 
Mstep: Class 72 contains 2596 members 
Mstep: Class 73 contains 252 members 
Mstep: Class 74 contains 393 members 
Mstep: Class 75 contains 220 members 
Mstep: Class 76 contains 302 members 
Mstep: Class 77 contains 383 members 
Mstep: Class 78 contains 347 members 
Mstep: Class 79 contains 317 members 
Mstep: Class 80 contains 259 members 
Mstep: Class 81 contains 1559 members 
Mstep: Class 82 contains 251 members 
Entering Unmasked Estep 
Score: -147547856.000000 Penalty: 284459.781250
Splitting cluster 65 changes total score from -147549360.000000 to -147547856.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 66 (230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Entering Unmasked Estep 
Score: -23675.490234 Penalty: 1348.643677
	Iteration 0F: 2 clusters Score -23675.49 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 101 members 
Entering Unmasked Estep 
Score: -22600.998047 Penalty: 2697.287354
	Iteration 0F: 3 clusters Score -22601 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -22675.199219 Penalty: 2697.287354
	Iteration 1F: 3 clusters Score -22675.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -22704.423828 Penalty: 2697.287354
	Iteration 2Q: 3 clusters Score -22704.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -22720.380859 Penalty: 2697.287354
	Iteration 3Q: 3 clusters Score -22720.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -22747.548828 Penalty: 2697.287354
	Iteration 4Q: 3 clusters Score -22747.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -22752.000000 Penalty: 2697.287354
	Iteration 5Q: 3 clusters Score -22752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -22753.876953 Penalty: 2697.287354
	Iteration 6Q: 3 clusters Score -22753.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -22753.876953 Penalty: 2697.287354
	Iteration 7F: 3 clusters Score -22753.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Entering Unmasked Estep 
Score: -19840.548828 Penalty: 1244.285400
	Iteration 0F: 2 clusters Score -19840.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -18910.687500 Penalty: 2488.570801
	Iteration 0F: 3 clusters Score -18910.69 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -19133.066406 Penalty: 2488.570801
	Iteration 1F: 3 clusters Score -19133.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -19164.724609 Penalty: 2488.570801
	Iteration 2Q: 3 clusters Score -19164.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -19197.650391 Penalty: 2488.570801
	Iteration 3Q: 3 clusters Score -19197.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -19199.380859 Penalty: 2488.570801
	Iteration 4Q: 3 clusters Score -19199.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -19199.380859 Penalty: 2488.570801
	Iteration 5F: 3 clusters Score -19199.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Entering Unmasked Estep 
Score: -72540.570312 Penalty: 1515.093384
	Iteration 0F: 2 clusters Score -72540.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -71123.078125 Penalty: 3030.186768
	Iteration 0F: 3 clusters Score -71123.08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -71321.070312 Penalty: 3030.186768
	Iteration 1F: 3 clusters Score -71321.07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -71387.054688 Penalty: 3030.186768
	Iteration 2Q: 3 clusters Score -71387.05 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -71410.859375 Penalty: 3030.186768
	Iteration 3Q: 3 clusters Score -71410.86 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -71437.460938 Penalty: 3030.186768
	Iteration 4Q: 3 clusters Score -71437.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -71446.132812 Penalty: 3030.186768
	Iteration 5Q: 3 clusters Score -71446.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -71446.132812 Penalty: 3030.186768
	Iteration 6F: 3 clusters Score -71446.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Entering Unmasked Estep 
Score: -72000.382812 Penalty: 1542.706299
	Iteration 0F: 2 clusters Score -72000.38 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 256 members 
Entering Unmasked Estep 
Score: -70651.515625 Penalty: 3085.412598
	Iteration 0F: 3 clusters Score -70651.52 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -71388.250000 Penalty: 3085.412598
	Iteration 1F: 3 clusters Score -71388.25 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -71629.585938 Penalty: 3085.412598
	Iteration 2F: 3 clusters Score -71629.59 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -71731.953125 Penalty: 3085.412598
	Iteration 3F: 3 clusters Score -71731.95 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -71819.117188 Penalty: 3085.412598
	Iteration 4Q: 3 clusters Score -71819.12 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -71940.703125 Penalty: 3085.412598
	Iteration 5Q: 3 clusters Score -71940.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -72041.117188 Penalty: 3085.412598
	Iteration 6Q: 3 clusters Score -72041.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -72074.562500 Penalty: 3085.412598
	Iteration 7Q: 3 clusters Score -72074.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -72080.062500 Penalty: 3085.412598
	Iteration 8Q: 3 clusters Score -72080.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -72088.773438 Penalty: 3085.412598
	Iteration 9Q: 3 clusters Score -72088.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -72102.734375 Penalty: 3085.412598
	Iteration 10Q: 3 clusters Score -72102.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -72147.992188 Penalty: 3085.412598
	Iteration 11Q: 3 clusters Score -72147.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -72154.210938 Penalty: 3085.412598
	Iteration 12Q: 3 clusters Score -72154.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -72155.265625 Penalty: 3085.412598
	Iteration 13Q: 3 clusters Score -72155.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -72157.421875 Penalty: 3085.412598
	Iteration 14F: 3 clusters Score -72157.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -72176.625000 Penalty: 3085.412598
	Iteration 15Q: 3 clusters Score -72176.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -72208.398438 Penalty: 3085.412598
	Iteration 16Q: 3 clusters Score -72208.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -72235.148438 Penalty: 3085.412598
	Iteration 17Q: 3 clusters Score -72235.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -72235.148438 Penalty: 3085.412598
	Iteration 18F: 3 clusters Score -72235.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 15360 members 
Mstep: Class 3 contains 27043 members 
Mstep: Class 4 contains 35842 members 
Mstep: Class 5 contains 21352 members 
Mstep: Class 6 contains 582 members 
Mstep: Class 7 contains 2492 members 
Mstep: Class 8 contains 48786 members 
Mstep: Class 9 contains 29935 members 
Mstep: Class 10 contains 12091 members 
Mstep: Class 11 contains 4398 members 
Mstep: Class 12 contains 225564 members 
Mstep: Class 13 contains 9175 members 
Mstep: Class 14 contains 5297 members 
Mstep: Class 15 contains 27044 members 
Mstep: Class 16 contains 9443 members 
Mstep: Class 17 contains 9694 members 
Mstep: Class 18 contains 8382 members 
Mstep: Class 19 contains 163100 members 
Mstep: Class 20 contains 41538 members 
Mstep: Class 21 contains 12625 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 10791 members 
Mstep: Class 24 contains 4091 members 
Mstep: Class 25 contains 6806 members 
Mstep: Class 26 contains 60540 members 
Mstep: Class 27 contains 9617 members 
Mstep: Class 28 contains 6868 members 
Mstep: Class 29 contains 5403 members 
Mstep: Class 30 contains 8665 members 
Mstep: Class 31 contains 331 members 
Mstep: Class 32 contains 450 members 
Mstep: Class 33 contains 1802 members 
Mstep: Class 34 contains 8709 members 
Mstep: Class 35 contains 197192 members 
Mstep: Class 36 contains 2892 members 
Mstep: Class 37 contains 4616 members 
Mstep: Class 38 contains 2497 members 
Mstep: Class 39 contains 322 members 
Mstep: Class 40 contains 9958 members 
Mstep: Class 41 contains 27276 members 
Mstep: Class 42 contains 5090 members 
Mstep: Class 43 contains 12490 members 
Mstep: Class 44 contains 1055 members 
Mstep: Class 45 contains 3725 members 
Mstep: Class 46 contains 968 members 
Mstep: Class 47 contains 13842 members 
Mstep: Class 48 contains 384 members 
Mstep: Class 49 contains 4144 members 
Mstep: Class 50 contains 303 members 
Mstep: Class 51 contains 418 members 
Mstep: Class 52 contains 38553 members 
Mstep: Class 53 contains 264 members 
Mstep: Class 54 contains 7367 members 
Mstep: Class 55 contains 447 members 
Mstep: Class 56 contains 1768 members 
Mstep: Class 57 contains 2958 members 
Mstep: Class 58 contains 784 members 
Mstep: Class 59 contains 155 members 
Mstep: Class 60 contains 635 members 
Mstep: Class 61 contains 549 members 
Mstep: Class 62 contains 277 members 
Mstep: Class 63 contains 366 members 
Mstep: Class 64 contains 222 members 
Mstep: Class 65 contains 747 members 
Mstep: Class 66 contains 230 members 
Mstep: Class 67 contains 151 members 
Mstep: Class 68 contains 450 members 
Mstep: Class 69 contains 310 members 
Mstep: Class 70 contains 217 members 
Mstep: Class 71 contains 400 members 
Mstep: Class 72 contains 2596 members 
Mstep: Class 73 contains 252 members 
Mstep: Class 74 contains 393 members 
Mstep: Class 75 contains 220 members 
Mstep: Class 76 contains 302 members 
Mstep: Class 77 contains 383 members 
Mstep: Class 78 contains 347 members 
Mstep: Class 79 contains 317 members 
Mstep: Class 80 contains 259 members 
Mstep: Class 81 contains 1559 members 
Mstep: Class 82 contains 193 members 
Entering Unmasked Estep 
Score: -147547680.000000 Penalty: 284459.781250
Splitting cluster 69 changes total score from -147549360.000000 to -147547680.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 70 (217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Entering Unmasked Estep 
Score: -28464.142578 Penalty: 1334.214478
	Iteration 0F: 2 clusters Score -28464.14 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 107 members 
Entering Unmasked Estep 
Score: -27392.974609 Penalty: 2668.428955
	Iteration 0F: 3 clusters Score -27392.97 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -27562.437500 Penalty: 2668.428955
	Iteration 1F: 3 clusters Score -27562.44 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -27689.552734 Penalty: 2668.428955
	Iteration 2F: 3 clusters Score -27689.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -27786.025391 Penalty: 2668.428955
	Iteration 3Q: 3 clusters Score -27786.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -27828.320312 Penalty: 2668.428955
	Iteration 4Q: 3 clusters Score -27828.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -27835.814453 Penalty: 2668.428955
	Iteration 5Q: 3 clusters Score -27835.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -27835.814453 Penalty: 2668.428955
	Iteration 6F: 3 clusters Score -27835.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Entering Unmasked Estep 
Score: -59699.195312 Penalty: 1485.883179
	Iteration 0F: 2 clusters Score -59699.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -58328.074219 Penalty: 2971.766357
	Iteration 0F: 3 clusters Score -58328.07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -58530.804688 Penalty: 2971.766357
	Iteration 1F: 3 clusters Score -58530.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -58686.804688 Penalty: 2971.766357
	Iteration 2F: 3 clusters Score -58686.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -58821.519531 Penalty: 2971.766357
	Iteration 3Q: 3 clusters Score -58821.52 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -59062.023438 Penalty: 2971.766357
	Iteration 4Q: 3 clusters Score -59062.02 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -59119.171875 Penalty: 2971.766357
	Iteration 5Q: 3 clusters Score -59119.17 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -59165.546875 Penalty: 2971.766357
	Iteration 6Q: 3 clusters Score -59165.55 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -59228.652344 Penalty: 2971.766357
	Iteration 7Q: 3 clusters Score -59228.65 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -59300.996094 Penalty: 2971.766357
	Iteration 8Q: 3 clusters Score -59301 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -59321.675781 Penalty: 2971.766357
	Iteration 9Q: 3 clusters Score -59321.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -59327.980469 Penalty: 2971.766357
	Iteration 10Q: 3 clusters Score -59327.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -59327.980469 Penalty: 2971.766357
	Iteration 11F: 3 clusters Score -59327.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 72 (2596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Entering Unmasked Estep 
Score: -357667.718750 Penalty: 1949.708374
	Iteration 0F: 2 clusters Score -357667.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -354836.843750 Penalty: 3899.416748
	Iteration 0F: 3 clusters Score -354836.8 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -356413.375000 Penalty: 3899.416748
	Iteration 1F: 3 clusters Score -356413.4 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -357060.500000 Penalty: 3899.416748
	Iteration 2F: 3 clusters Score -357060.5 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -357394.375000 Penalty: 3899.416748
	Iteration 3F: 3 clusters Score -357394.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -357556.250000 Penalty: 3899.416748
	Iteration 4Q: 3 clusters Score -357556.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -357653.343750 Penalty: 3899.416748
	Iteration 5Q: 3 clusters Score -357653.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -357708.781250 Penalty: 3899.416748
	Iteration 6Q: 3 clusters Score -357708.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -357735.187500 Penalty: 3899.416748
	Iteration 7Q: 3 clusters Score -357735.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -357758.000000 Penalty: 3899.416748
	Iteration 8Q: 3 clusters Score -357758 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -357787.125000 Penalty: 3899.416748
	Iteration 9Q: 3 clusters Score -357787.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -357825.593750 Penalty: 3899.416748
	Iteration 10Q: 3 clusters Score -357825.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -357884.750000 Penalty: 3899.416748
	Iteration 11Q: 3 clusters Score -357884.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -357922.343750 Penalty: 3899.416748
	Iteration 12Q: 3 clusters Score -357922.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -357950.906250 Penalty: 3899.416748
	Iteration 13Q: 3 clusters Score -357950.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -358003.500000 Penalty: 3899.416748
	Iteration 14Q: 3 clusters Score -358003.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -358062.875000 Penalty: 3899.416748
	Iteration 15Q: 3 clusters Score -358062.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -358110.156250 Penalty: 3899.416748
	Iteration 16Q: 3 clusters Score -358110.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -358134.937500 Penalty: 3899.416748
	Iteration 17Q: 3 clusters Score -358134.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -358163.375000 Penalty: 3899.416748
	Iteration 18Q: 3 clusters Score -358163.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -358196.750000 Penalty: 3899.416748
	Iteration 19Q: 3 clusters Score -358196.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -358235.531250 Penalty: 3899.416748
	Iteration 20F: 3 clusters Score -358235.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -358248.343750 Penalty: 3899.416748
	Iteration 21Q: 3 clusters Score -358248.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -358254.593750 Penalty: 3899.416748
	Iteration 22Q: 3 clusters Score -358254.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -358254.125000 Penalty: 3899.416748
	Iteration 23Q: 3 clusters Score -358254.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -358254.125000 Penalty: 3899.416748
	Iteration 24F: 3 clusters Score -358254.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 15360 members 
Mstep: Class 3 contains 27043 members 
Mstep: Class 4 contains 35842 members 
Mstep: Class 5 contains 21352 members 
Mstep: Class 6 contains 582 members 
Mstep: Class 7 contains 2492 members 
Mstep: Class 8 contains 48786 members 
Mstep: Class 9 contains 29935 members 
Mstep: Class 10 contains 12091 members 
Mstep: Class 11 contains 4398 members 
Mstep: Class 12 contains 225564 members 
Mstep: Class 13 contains 9175 members 
Mstep: Class 14 contains 5297 members 
Mstep: Class 15 contains 27044 members 
Mstep: Class 16 contains 9443 members 
Mstep: Class 17 contains 9694 members 
Mstep: Class 18 contains 8382 members 
Mstep: Class 19 contains 163100 members 
Mstep: Class 20 contains 41538 members 
Mstep: Class 21 contains 12625 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 10791 members 
Mstep: Class 24 contains 4091 members 
Mstep: Class 25 contains 6806 members 
Mstep: Class 26 contains 60540 members 
Mstep: Class 27 contains 9617 members 
Mstep: Class 28 contains 6868 members 
Mstep: Class 29 contains 5403 members 
Mstep: Class 30 contains 8665 members 
Mstep: Class 31 contains 331 members 
Mstep: Class 32 contains 450 members 
Mstep: Class 33 contains 1802 members 
Mstep: Class 34 contains 8709 members 
Mstep: Class 35 contains 197192 members 
Mstep: Class 36 contains 2892 members 
Mstep: Class 37 contains 4616 members 
Mstep: Class 38 contains 2497 members 
Mstep: Class 39 contains 322 members 
Mstep: Class 40 contains 9958 members 
Mstep: Class 41 contains 27276 members 
Mstep: Class 42 contains 5090 members 
Mstep: Class 43 contains 12490 members 
Mstep: Class 44 contains 1055 members 
Mstep: Class 45 contains 3725 members 
Mstep: Class 46 contains 968 members 
Mstep: Class 47 contains 13842 members 
Mstep: Class 48 contains 384 members 
Mstep: Class 49 contains 4144 members 
Mstep: Class 50 contains 303 members 
Mstep: Class 51 contains 418 members 
Mstep: Class 52 contains 38553 members 
Mstep: Class 53 contains 264 members 
Mstep: Class 54 contains 7367 members 
Mstep: Class 55 contains 447 members 
Mstep: Class 56 contains 1768 members 
Mstep: Class 57 contains 2958 members 
Mstep: Class 58 contains 784 members 
Mstep: Class 59 contains 155 members 
Mstep: Class 60 contains 635 members 
Mstep: Class 61 contains 549 members 
Mstep: Class 62 contains 277 members 
Mstep: Class 63 contains 366 members 
Mstep: Class 64 contains 222 members 
Mstep: Class 65 contains 747 members 
Mstep: Class 66 contains 230 members 
Mstep: Class 67 contains 151 members 
Mstep: Class 68 contains 450 members 
Mstep: Class 69 contains 503 members 
Mstep: Class 70 contains 217 members 
Mstep: Class 71 contains 400 members 
Mstep: Class 72 contains 1428 members 
Mstep: Class 73 contains 252 members 
Mstep: Class 74 contains 393 members 
Mstep: Class 75 contains 220 members 
Mstep: Class 76 contains 302 members 
Mstep: Class 77 contains 383 members 
Mstep: Class 78 contains 347 members 
Mstep: Class 79 contains 317 members 
Mstep: Class 80 contains 259 members 
Mstep: Class 81 contains 1559 members 
Mstep: Class 82 contains 1168 members 
Entering Unmasked Estep 
Score: -147548432.000000 Penalty: 284459.781250
Splitting cluster 72 changes total score from -147549360.000000 to -147548432.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 73 (252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Entering Unmasked Estep 
Score: -36281.679688 Penalty: 1371.298340
	Iteration 0F: 2 clusters Score -36281.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -35085.589844 Penalty: 2742.596680
	Iteration 0F: 3 clusters Score -35085.59 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -35352.671875 Penalty: 2742.596680
	Iteration 1F: 3 clusters Score -35352.67 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -35446.156250 Penalty: 2742.596680
	Iteration 2F: 3 clusters Score -35446.16 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -35501.175781 Penalty: 2742.596680
	Iteration 3Q: 3 clusters Score -35501.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -35533.671875 Penalty: 2742.596680
	Iteration 4Q: 3 clusters Score -35533.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -35569.804688 Penalty: 2742.596680
	Iteration 5Q: 3 clusters Score -35569.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -35598.460938 Penalty: 2742.596680
	Iteration 6Q: 3 clusters Score -35598.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -35598.460938 Penalty: 2742.596680
	Iteration 7F: 3 clusters Score -35598.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 74 (393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Entering Unmasked Estep 
Score: -59403.593750 Penalty: 1481.504761
	Iteration 0F: 2 clusters Score -59403.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -58070.695312 Penalty: 2963.009521
	Iteration 0F: 3 clusters Score -58070.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -58525.761719 Penalty: 2963.009521
	Iteration 1F: 3 clusters Score -58525.76 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -58849.652344 Penalty: 2963.009521
	Iteration 2F: 3 clusters Score -58849.65 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -58986.019531 Penalty: 2963.009521
	Iteration 3F: 3 clusters Score -58986.02 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -59086.078125 Penalty: 2963.009521
	Iteration 4Q: 3 clusters Score -59086.08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -59188.792969 Penalty: 2963.009521
	Iteration 5Q: 3 clusters Score -59188.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -59207.648438 Penalty: 2963.009521
	Iteration 6Q: 3 clusters Score -59207.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -59223.152344 Penalty: 2963.009521
	Iteration 7Q: 3 clusters Score -59223.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -59250.105469 Penalty: 2963.009521
	Iteration 8Q: 3 clusters Score -59250.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -59328.703125 Penalty: 2963.009521
	Iteration 9Q: 3 clusters Score -59328.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -59367.355469 Penalty: 2963.009521
	Iteration 10Q: 3 clusters Score -59367.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -59382.542969 Penalty: 2963.009521
	Iteration 11Q: 3 clusters Score -59382.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -59394.863281 Penalty: 2963.009521
	Iteration 12Q: 3 clusters Score -59394.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -59396.992188 Penalty: 2963.009521
	Iteration 13Q: 3 clusters Score -59396.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -59397.437500 Penalty: 2963.009521
	Iteration 14F: 3 clusters Score -59397.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -59406.535156 Penalty: 2963.009521
	Iteration 15Q: 3 clusters Score -59406.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -59411.101562 Penalty: 2963.009521
	Iteration 16Q: 3 clusters Score -59411.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -59424.777344 Penalty: 2963.009521
	Iteration 17Q: 3 clusters Score -59424.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -59473.769531 Penalty: 2963.009521
	Iteration 18Q: 3 clusters Score -59473.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -59583.148438 Penalty: 2963.009521
	Iteration 19Q: 3 clusters Score -59583.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -59601.300781 Penalty: 2963.009521
	Iteration 20F: 3 clusters Score -59601.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -59611.898438 Penalty: 2963.009521
	Iteration 21Q: 3 clusters Score -59611.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -59611.898438 Penalty: 2963.009521
	Iteration 22F: 3 clusters Score -59611.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 15360 members 
Mstep: Class 3 contains 27043 members 
Mstep: Class 4 contains 35842 members 
Mstep: Class 5 contains 21352 members 
Mstep: Class 6 contains 582 members 
Mstep: Class 7 contains 2492 members 
Mstep: Class 8 contains 48786 members 
Mstep: Class 9 contains 29935 members 
Mstep: Class 10 contains 12091 members 
Mstep: Class 11 contains 4398 members 
Mstep: Class 12 contains 225564 members 
Mstep: Class 13 contains 9175 members 
Mstep: Class 14 contains 5297 members 
Mstep: Class 15 contains 27044 members 
Mstep: Class 16 contains 9443 members 
Mstep: Class 17 contains 9694 members 
Mstep: Class 18 contains 8382 members 
Mstep: Class 19 contains 163100 members 
Mstep: Class 20 contains 41538 members 
Mstep: Class 21 contains 12625 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 10791 members 
Mstep: Class 24 contains 4091 members 
Mstep: Class 25 contains 6806 members 
Mstep: Class 26 contains 60540 members 
Mstep: Class 27 contains 9617 members 
Mstep: Class 28 contains 6868 members 
Mstep: Class 29 contains 5403 members 
Mstep: Class 30 contains 8665 members 
Mstep: Class 31 contains 331 members 
Mstep: Class 32 contains 450 members 
Mstep: Class 33 contains 1802 members 
Mstep: Class 34 contains 8709 members 
Mstep: Class 35 contains 197192 members 
Mstep: Class 36 contains 2892 members 
Mstep: Class 37 contains 4616 members 
Mstep: Class 38 contains 2497 members 
Mstep: Class 39 contains 322 members 
Mstep: Class 40 contains 9958 members 
Mstep: Class 41 contains 27276 members 
Mstep: Class 42 contains 5090 members 
Mstep: Class 43 contains 12490 members 
Mstep: Class 44 contains 1055 members 
Mstep: Class 45 contains 3725 members 
Mstep: Class 46 contains 968 members 
Mstep: Class 47 contains 13842 members 
Mstep: Class 48 contains 384 members 
Mstep: Class 49 contains 4144 members 
Mstep: Class 50 contains 303 members 
Mstep: Class 51 contains 418 members 
Mstep: Class 52 contains 38553 members 
Mstep: Class 53 contains 264 members 
Mstep: Class 54 contains 7367 members 
Mstep: Class 55 contains 447 members 
Mstep: Class 56 contains 1768 members 
Mstep: Class 57 contains 2958 members 
Mstep: Class 58 contains 784 members 
Mstep: Class 59 contains 155 members 
Mstep: Class 60 contains 635 members 
Mstep: Class 61 contains 549 members 
Mstep: Class 62 contains 277 members 
Mstep: Class 63 contains 366 members 
Mstep: Class 64 contains 222 members 
Mstep: Class 65 contains 747 members 
Mstep: Class 66 contains 230 members 
Mstep: Class 67 contains 151 members 
Mstep: Class 68 contains 450 members 
Mstep: Class 69 contains 503 members 
Mstep: Class 70 contains 217 members 
Mstep: Class 71 contains 400 members 
Mstep: Class 72 contains 2596 members 
Mstep: Class 73 contains 252 members 
Mstep: Class 74 contains 226 members 
Mstep: Class 75 contains 220 members 
Mstep: Class 76 contains 302 members 
Mstep: Class 77 contains 383 members 
Mstep: Class 78 contains 347 members 
Mstep: Class 79 contains 317 members 
Mstep: Class 80 contains 259 members 
Mstep: Class 81 contains 1559 members 
Mstep: Class 82 contains 167 members 
Entering Unmasked Estep 
Score: -147547536.000000 Penalty: 284459.781250
Splitting cluster 74 changes total score from -147549360.000000 to -147547536.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 75 (220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Entering Unmasked Estep 
Score: -28546.066406 Penalty: 1337.619629
	Iteration 0F: 2 clusters Score -28546.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -27537.912109 Penalty: 2675.239258
	Iteration 0F: 3 clusters Score -27537.91 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -27882.820312 Penalty: 2675.239258
	Iteration 1F: 3 clusters Score -27882.82 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -28132.970703 Penalty: 2675.239258
	Iteration 2F: 3 clusters Score -28132.97 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -28261.623047 Penalty: 2675.239258
	Iteration 3Q: 3 clusters Score -28261.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -28346.500000 Penalty: 2675.239258
	Iteration 4Q: 3 clusters Score -28346.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -28354.812500 Penalty: 2675.239258
	Iteration 5Q: 3 clusters Score -28354.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -28354.812500 Penalty: 2675.239258
	Iteration 6F: 3 clusters Score -28354.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 76 (302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Entering Unmasked Estep 
Score: -43659.148438 Penalty: 1416.185791
	Iteration 0F: 2 clusters Score -43659.15 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 159 members 
Entering Unmasked Estep 
Score: -42438.417969 Penalty: 2832.371582
	Iteration 0F: 3 clusters Score -42438.42 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -42736.574219 Penalty: 2832.371582
	Iteration 1F: 3 clusters Score -42736.57 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -42988.054688 Penalty: 2832.371582
	Iteration 2F: 3 clusters Score -42988.05 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -43194.628906 Penalty: 2832.371582
	Iteration 3Q: 3 clusters Score -43194.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -43249.773438 Penalty: 2832.371582
	Iteration 4Q: 3 clusters Score -43249.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -43304.433594 Penalty: 2832.371582
	Iteration 5Q: 3 clusters Score -43304.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -43318.625000 Penalty: 2832.371582
	Iteration 6Q: 3 clusters Score -43318.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -43322.652344 Penalty: 2832.371582
	Iteration 7Q: 3 clusters Score -43322.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -43325.320312 Penalty: 2832.371582
	Iteration 8Q: 3 clusters Score -43325.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -43325.320312 Penalty: 2832.371582
	Iteration 9F: 3 clusters Score -43325.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 77 (383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Entering Unmasked Estep 
Score: -57684.679688 Penalty: 1475.112793
	Iteration 0F: 2 clusters Score -57684.68 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 182 members 
Entering Unmasked Estep 
Score: -56269.027344 Penalty: 2950.225586
	Iteration 0F: 3 clusters Score -56269.03 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -56443.843750 Penalty: 2950.225586
	Iteration 1F: 3 clusters Score -56443.84 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -56541.449219 Penalty: 2950.225586
	Iteration 2F: 3 clusters Score -56541.45 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -56591.285156 Penalty: 2950.225586
	Iteration 3Q: 3 clusters Score -56591.29 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -56671.175781 Penalty: 2950.225586
	Iteration 4Q: 3 clusters Score -56671.18 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -56750.820312 Penalty: 2950.225586
	Iteration 5Q: 3 clusters Score -56750.82 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -56799.347656 Penalty: 2950.225586
	Iteration 6Q: 3 clusters Score -56799.35 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -56832.339844 Penalty: 2950.225586
	Iteration 7Q: 3 clusters Score -56832.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -56866.796875 Penalty: 2950.225586
	Iteration 8Q: 3 clusters Score -56866.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -56895.726562 Penalty: 2950.225586
	Iteration 9Q: 3 clusters Score -56895.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -56917.386719 Penalty: 2950.225586
	Iteration 10Q: 3 clusters Score -56917.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -56945.937500 Penalty: 2950.225586
	Iteration 11Q: 3 clusters Score -56945.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -56979.812500 Penalty: 2950.225586
	Iteration 12Q: 3 clusters Score -56979.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -57033.921875 Penalty: 2950.225586
	Iteration 13Q: 3 clusters Score -57033.92 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -57097.238281 Penalty: 2950.225586
	Iteration 14Q: 3 clusters Score -57097.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -57111.878906 Penalty: 2950.225586
	Iteration 15Q: 3 clusters Score -57111.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -57122.636719 Penalty: 2950.225586
	Iteration 16Q: 3 clusters Score -57122.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -57131.339844 Penalty: 2950.225586
	Iteration 17Q: 3 clusters Score -57131.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -57132.582031 Penalty: 2950.225586
	Iteration 18F: 3 clusters Score -57132.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -57139.445312 Penalty: 2950.225586
	Iteration 19Q: 3 clusters Score -57139.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -57152.957031 Penalty: 2950.225586
	Iteration 20F: 3 clusters Score -57152.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -57157.542969 Penalty: 2950.225586
	Iteration 21Q: 3 clusters Score -57157.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -57166.000000 Penalty: 2950.225586
	Iteration 22Q: 3 clusters Score -57166 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -57186.671875 Penalty: 2950.225586
	Iteration 23Q: 3 clusters Score -57186.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -57186.671875 Penalty: 2950.225586
	Iteration 24F: 3 clusters Score -57186.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 78 (347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Entering Unmasked Estep 
Score: -51344.453125 Penalty: 1450.632568
	Iteration 0F: 2 clusters Score -51344.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -49998.632812 Penalty: 2901.265137
	Iteration 0F: 3 clusters Score -49998.63 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -50221.761719 Penalty: 2901.265137
	Iteration 1F: 3 clusters Score -50221.76 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -50413.421875 Penalty: 2901.265137
	Iteration 2F: 3 clusters Score -50413.42 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -50548.507812 Penalty: 2901.265137
	Iteration 3Q: 3 clusters Score -50548.51 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -50586.355469 Penalty: 2901.265137
	Iteration 4Q: 3 clusters Score -50586.36 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -50635.609375 Penalty: 2901.265137
	Iteration 5Q: 3 clusters Score -50635.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -50665.910156 Penalty: 2901.265137
	Iteration 6Q: 3 clusters Score -50665.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -50689.117188 Penalty: 2901.265137
	Iteration 7Q: 3 clusters Score -50689.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -50705.789062 Penalty: 2901.265137
	Iteration 8Q: 3 clusters Score -50705.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -50724.390625 Penalty: 2901.265137
	Iteration 9Q: 3 clusters Score -50724.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -50737.621094 Penalty: 2901.265137
	Iteration 10Q: 3 clusters Score -50737.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -50750.363281 Penalty: 2901.265137
	Iteration 11Q: 3 clusters Score -50750.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -50750.363281 Penalty: 2901.265137
	Iteration 12F: 3 clusters Score -50750.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 79 (317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Entering Unmasked Estep 
Score: -49209.207031 Penalty: 1428.207642
	Iteration 0F: 2 clusters Score -49209.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -47879.261719 Penalty: 2856.415283
	Iteration 0F: 3 clusters Score -47879.26 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -48025.808594 Penalty: 2856.415283
	Iteration 1F: 3 clusters Score -48025.81 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -48077.277344 Penalty: 2856.415283
	Iteration 2Q: 3 clusters Score -48077.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -48084.425781 Penalty: 2856.415283
	Iteration 3Q: 3 clusters Score -48084.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -48084.425781 Penalty: 2856.415283
	Iteration 4F: 3 clusters Score -48084.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 80 (259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Entering Unmasked Estep 
Score: -36120.320312 Penalty: 1378.093384
	Iteration 0F: 2 clusters Score -36120.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -35059.925781 Penalty: 2756.186768
	Iteration 0F: 3 clusters Score -35059.93 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -35531.699219 Penalty: 2756.186768
	Iteration 1F: 3 clusters Score -35531.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -35831.046875 Penalty: 2756.186768
	Iteration 2F: 3 clusters Score -35831.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -35889.925781 Penalty: 2756.186768
	Iteration 3Q: 3 clusters Score -35889.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -35935.300781 Penalty: 2756.186768
	Iteration 4Q: 3 clusters Score -35935.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -35968.574219 Penalty: 2756.186768
	Iteration 5Q: 3 clusters Score -35968.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -35996.257812 Penalty: 2756.186768
	Iteration 6Q: 3 clusters Score -35996.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -36003.613281 Penalty: 2756.186768
	Iteration 7Q: 3 clusters Score -36003.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -36011.652344 Penalty: 2756.186768
	Iteration 8F: 3 clusters Score -36011.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -36102.109375 Penalty: 2756.186768
	Iteration 9Q: 3 clusters Score -36102.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -36238.652344 Penalty: 2756.186768
	Iteration 10Q: 3 clusters Score -36238.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -36238.652344 Penalty: 2756.186768
	Iteration 11F: 3 clusters Score -36238.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 15360 members 
Mstep: Class 3 contains 27043 members 
Mstep: Class 4 contains 35842 members 
Mstep: Class 5 contains 21352 members 
Mstep: Class 6 contains 582 members 
Mstep: Class 7 contains 2492 members 
Mstep: Class 8 contains 48786 members 
Mstep: Class 9 contains 29935 members 
Mstep: Class 10 contains 12091 members 
Mstep: Class 11 contains 4398 members 
Mstep: Class 12 contains 225564 members 
Mstep: Class 13 contains 9175 members 
Mstep: Class 14 contains 5297 members 
Mstep: Class 15 contains 27044 members 
Mstep: Class 16 contains 9443 members 
Mstep: Class 17 contains 9694 members 
Mstep: Class 18 contains 8382 members 
Mstep: Class 19 contains 163100 members 
Mstep: Class 20 contains 41538 members 
Mstep: Class 21 contains 12625 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 10791 members 
Mstep: Class 24 contains 4091 members 
Mstep: Class 25 contains 6806 members 
Mstep: Class 26 contains 60540 members 
Mstep: Class 27 contains 9617 members 
Mstep: Class 28 contains 6868 members 
Mstep: Class 29 contains 5403 members 
Mstep: Class 30 contains 8665 members 
Mstep: Class 31 contains 331 members 
Mstep: Class 32 contains 450 members 
Mstep: Class 33 contains 1802 members 
Mstep: Class 34 contains 8709 members 
Mstep: Class 35 contains 197192 members 
Mstep: Class 36 contains 2892 members 
Mstep: Class 37 contains 4616 members 
Mstep: Class 38 contains 2497 members 
Mstep: Class 39 contains 322 members 
Mstep: Class 40 contains 9958 members 
Mstep: Class 41 contains 27276 members 
Mstep: Class 42 contains 5090 members 
Mstep: Class 43 contains 12490 members 
Mstep: Class 44 contains 1055 members 
Mstep: Class 45 contains 3725 members 
Mstep: Class 46 contains 968 members 
Mstep: Class 47 contains 13842 members 
Mstep: Class 48 contains 384 members 
Mstep: Class 49 contains 4144 members 
Mstep: Class 50 contains 303 members 
Mstep: Class 51 contains 418 members 
Mstep: Class 52 contains 38553 members 
Mstep: Class 53 contains 264 members 
Mstep: Class 54 contains 7367 members 
Mstep: Class 55 contains 447 members 
Mstep: Class 56 contains 1768 members 
Mstep: Class 57 contains 2958 members 
Mstep: Class 58 contains 784 members 
Mstep: Class 59 contains 155 members 
Mstep: Class 60 contains 635 members 
Mstep: Class 61 contains 549 members 
Mstep: Class 62 contains 277 members 
Mstep: Class 63 contains 366 members 
Mstep: Class 64 contains 222 members 
Mstep: Class 65 contains 747 members 
Mstep: Class 66 contains 230 members 
Mstep: Class 67 contains 151 members 
Mstep: Class 68 contains 450 members 
Mstep: Class 69 contains 503 members 
Mstep: Class 70 contains 217 members 
Mstep: Class 71 contains 400 members 
Mstep: Class 72 contains 2596 members 
Mstep: Class 73 contains 252 members 
Mstep: Class 74 contains 393 members 
Mstep: Class 75 contains 220 members 
Mstep: Class 76 contains 302 members 
Mstep: Class 77 contains 383 members 
Mstep: Class 78 contains 347 members 
Mstep: Class 79 contains 317 members 
Mstep: Class 80 contains 147 members 
Mstep: Class 81 contains 1559 members 
Mstep: Class 82 contains 112 members 
Entering Unmasked Estep 
Score: -147547296.000000 Penalty: 284459.781250
Splitting cluster 80 changes total score from -147549360.000000 to -147547296.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 81 (1559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Entering Unmasked Estep 
Score: -219452.093750 Penalty: 1823.246338
	Iteration 0F: 2 clusters Score -219452.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -217277.578125 Penalty: 3646.492676
	Iteration 0F: 3 clusters Score -217277.6 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -218313.343750 Penalty: 3646.492676
	Iteration 1F: 3 clusters Score -218313.3 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -218907.734375 Penalty: 3646.492676
	Iteration 2F: 3 clusters Score -218907.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -219298.328125 Penalty: 3646.492676
	Iteration 3F: 3 clusters Score -219298.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -219569.093750 Penalty: 3646.492676
	Iteration 4F: 3 clusters Score -219569.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -219726.703125 Penalty: 3646.492676
	Iteration 5Q: 3 clusters Score -219726.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -219912.234375 Penalty: 3646.492676
	Iteration 6Q: 3 clusters Score -219912.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -220061.796875 Penalty: 3646.492676
	Iteration 7Q: 3 clusters Score -220061.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -220136.234375 Penalty: 3646.492676
	Iteration 8Q: 3 clusters Score -220136.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -220161.906250 Penalty: 3646.492676
	Iteration 9Q: 3 clusters Score -220161.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -220182.250000 Penalty: 3646.492676
	Iteration 10Q: 3 clusters Score -220182.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -220189.109375 Penalty: 3646.492676
	Iteration 11Q: 3 clusters Score -220189.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -220190.718750 Penalty: 3646.492676
	Iteration 12Q: 3 clusters Score -220190.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -220193.203125 Penalty: 3646.492676
	Iteration 13Q: 3 clusters Score -220193.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -220193.203125 Penalty: 3646.492676
	Iteration 14F: 3 clusters Score -220193.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 15360 members 
Mstep: Class 3 contains 27043 members 
Mstep: Class 4 contains 35842 members 
Mstep: Class 5 contains 21352 members 
Mstep: Class 6 contains 582 members 
Mstep: Class 7 contains 2492 members 
Mstep: Class 8 contains 48786 members 
Mstep: Class 9 contains 29935 members 
Mstep: Class 10 contains 12091 members 
Mstep: Class 11 contains 4398 members 
Mstep: Class 12 contains 225564 members 
Mstep: Class 13 contains 9175 members 
Mstep: Class 14 contains 5297 members 
Mstep: Class 15 contains 27044 members 
Mstep: Class 16 contains 9443 members 
Mstep: Class 17 contains 9694 members 
Mstep: Class 18 contains 8382 members 
Mstep: Class 19 contains 163100 members 
Mstep: Class 20 contains 41538 members 
Mstep: Class 21 contains 12625 members 
Mstep: Class 22 contains 231 members 
Mstep: Class 23 contains 10791 members 
Mstep: Class 24 contains 4091 members 
Mstep: Class 25 contains 6806 members 
Mstep: Class 26 contains 60540 members 
Mstep: Class 27 contains 9617 members 
Mstep: Class 28 contains 6868 members 
Mstep: Class 29 contains 5403 members 
Mstep: Class 30 contains 8665 members 
Mstep: Class 31 contains 331 members 
Mstep: Class 32 contains 450 members 
Mstep: Class 33 contains 1802 members 
Mstep: Class 34 contains 8709 members 
Mstep: Class 35 contains 197192 members 
Mstep: Class 36 contains 2892 members 
Mstep: Class 37 contains 4616 members 
Mstep: Class 38 contains 2497 members 
Mstep: Class 39 contains 322 members 
Mstep: Class 40 contains 9958 members 
Mstep: Class 41 contains 27276 members 
Mstep: Class 42 contains 5090 members 
Mstep: Class 43 contains 12490 members 
Mstep: Class 44 contains 1055 members 
Mstep: Class 45 contains 3725 members 
Mstep: Class 46 contains 968 members 
Mstep: Class 47 contains 13842 members 
Mstep: Class 48 contains 384 members 
Mstep: Class 49 contains 4144 members 
Mstep: Class 50 contains 303 members 
Mstep: Class 51 contains 418 members 
Mstep: Class 52 contains 38553 members 
Mstep: Class 53 contains 264 members 
Mstep: Class 54 contains 7367 members 
Mstep: Class 55 contains 447 members 
Mstep: Class 56 contains 1768 members 
Mstep: Class 57 contains 2958 members 
Mstep: Class 58 contains 784 members 
Mstep: Class 59 contains 155 members 
Mstep: Class 60 contains 635 members 
Mstep: Class 61 contains 549 members 
Mstep: Class 62 contains 277 members 
Mstep: Class 63 contains 366 members 
Mstep: Class 64 contains 222 members 
Mstep: Class 65 contains 747 members 
Mstep: Class 66 contains 230 members 
Mstep: Class 67 contains 151 members 
Mstep: Class 68 contains 450 members 
Mstep: Class 69 contains 503 members 
Mstep: Class 70 contains 217 members 
Mstep: Class 71 contains 400 members 
Mstep: Class 72 contains 2596 members 
Mstep: Class 73 contains 252 members 
Mstep: Class 74 contains 393 members 
Mstep: Class 75 contains 220 members 
Mstep: Class 76 contains 302 members 
Mstep: Class 77 contains 383 members 
Mstep: Class 78 contains 347 members 
Mstep: Class 79 contains 317 members 
Mstep: Class 80 contains 259 members 
Mstep: Class 81 contains 901 members 
Mstep: Class 82 contains 658 members 
Entering Unmasked Estep 
Score: -147548560.000000 Penalty: 284459.781250
Splitting cluster 81 changes total score from -147549360.000000 to -147548560.000000
So it's not getting split.
23->82 Clusters: Score -147549360.000000, best is -147555744.000000

Starting from 24 clusters...
--- Clustering full data set of 1188249 points ---
Entering CEM 
Assigned 24 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51617 members 
Mstep: Class 2 contains 51533 members 
Mstep: Class 3 contains 51605 members 
Mstep: Class 4 contains 52045 members 
Mstep: Class 5 contains 51829 members 
Mstep: Class 6 contains 51634 members 
Mstep: Class 7 contains 51275 members 
Mstep: Class 8 contains 51702 members 
Mstep: Class 9 contains 51768 members 
Mstep: Class 10 contains 51499 members 
Mstep: Class 11 contains 51562 members 
Mstep: Class 12 contains 51158 members 
Mstep: Class 13 contains 51797 members 
Mstep: Class 14 contains 51754 members 
Mstep: Class 15 contains 51604 members 
Mstep: Class 16 contains 51696 members 
Mstep: Class 17 contains 51881 members 
Mstep: Class 18 contains 51861 members 
Mstep: Class 19 contains 51615 members 
Mstep: Class 20 contains 51572 members 
Mstep: Class 21 contains 51896 members 
Mstep: Class 22 contains 51547 members 
Mstep: Class 23 contains 51799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 1103.129517 but Gain 3469.015625
Score: -135450752.000000 Penalty: 76318.484375
Iteration 0F: 23 clusters Score -1.354508e+08 nChanged 1135729
Entering Unmasked Mstep 
Mstep: Class 0 contains 7222 members 
Mstep: Class 1 contains 259140 members 
Mstep: Class 2 contains 63755 members 
Mstep: Class 3 contains 59334 members 
Mstep: Class 4 contains 65276 members 
Mstep: Class 5 contains 12155 members 
Mstep: Class 6 contains 70260 members 
Mstep: Class 7 contains 47186 members 
Mstep: Class 8 contains 48469 members 
Mstep: Class 9 contains 11045 members 
Mstep: Class 10 contains 85424 members 
Mstep: Class 11 contains 40803 members 
Mstep: Class 12 contains 13068 members 
Mstep: Class 13 contains 56880 members 
Mstep: Class 14 contains 17654 members 
Mstep: Class 16 contains 37047 members 
Mstep: Class 17 contains 13180 members 
Mstep: Class 18 contains 8370 members 
Mstep: Class 19 contains 42121 members 
Mstep: Class 20 contains 74712 members 
Mstep: Class 21 contains 50556 members 
Mstep: Class 22 contains 82002 members 
Mstep: Class 23 contains 22590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 1084.144775 but Gain 3469.023438
Score: -142841984.000000 Penalty: 72849.460938
Iteration 1F: 22 clusters Score -1.42842e+08 nChanged 593787
Entering Unmasked Mstep 
Mstep: Class 0 contains 3551 members 
Mstep: Class 1 contains 485678 members 
Mstep: Class 2 contains 54114 members 
Mstep: Class 3 contains 52287 members 
Mstep: Class 4 contains 28840 members 
Mstep: Class 5 contains 3018 members 
Mstep: Class 6 contains 72993 members 
Mstep: Class 7 contains 39672 members 
Mstep: Class 8 contains 20439 members 
Mstep: Class 9 contains 1659 members 
Mstep: Class 10 contains 63880 members 
Mstep: Class 11 contains 21817 members 
Mstep: Class 13 contains 41875 members 
Mstep: Class 14 contains 6516 members 
Mstep: Class 16 contains 13189 members 
Mstep: Class 17 contains 6967 members 
Mstep: Class 18 contains 17989 members 
Mstep: Class 19 contains 16998 members 
Mstep: Class 20 contains 53460 members 
Mstep: Class 21 contains 50987 members 
Mstep: Class 22 contains 125961 members 
Mstep: Class 23 contains 6359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 9. Lose 1146.986450 but Gain 3469.023438
Score: -144939632.000000 Penalty: 69380.437500
Iteration 2F: 21 clusters Score -1.449396e+08 nChanged 353360
Entering Unmasked Mstep 
Mstep: Class 0 contains 1107 members 
Mstep: Class 1 contains 531092 members 
Mstep: Class 2 contains 49782 members 
Mstep: Class 3 contains 36267 members 
Mstep: Class 4 contains 19955 members 
Mstep: Class 5 contains 4338 members 
Mstep: Class 6 contains 59676 members 
Mstep: Class 7 contains 29275 members 
Mstep: Class 8 contains 17119 members 
Mstep: Class 10 contains 58316 members 
Mstep: Class 11 contains 24514 members 
Mstep: Class 13 contains 27366 members 
Mstep: Class 14 contains 10119 members 
Mstep: Class 16 contains 11215 members 
Mstep: Class 17 contains 9649 members 
Mstep: Class 18 contains 18230 members 
Mstep: Class 19 contains 12572 members 
Mstep: Class 20 contains 41093 members 
Mstep: Class 21 contains 67173 members 
Mstep: Class 22 contains 149492 members 
Mstep: Class 23 contains 9899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -145868480.000000 Penalty: 69380.437500
Iteration 3F: 21 clusters Score -1.458685e+08 nChanged 217178
Entering Unmasked Mstep 
Mstep: Class 0 contains 1201 members 
Mstep: Class 1 contains 514613 members 
Mstep: Class 2 contains 55648 members 
Mstep: Class 3 contains 30318 members 
Mstep: Class 4 contains 15384 members 
Mstep: Class 5 contains 4244 members 
Mstep: Class 6 contains 51180 members 
Mstep: Class 7 contains 21848 members 
Mstep: Class 8 contains 14882 members 
Mstep: Class 10 contains 65162 members 
Mstep: Class 11 contains 23143 members 
Mstep: Class 13 contains 22097 members 
Mstep: Class 14 contains 14676 members 
Mstep: Class 16 contains 13677 members 
Mstep: Class 17 contains 10409 members 
Mstep: Class 18 contains 18062 members 
Mstep: Class 19 contains 10531 members 
Mstep: Class 20 contains 32973 members 
Mstep: Class 21 contains 95890 members 
Mstep: Class 22 contains 158377 members 
Mstep: Class 23 contains 13934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146259712.000000 Penalty: 69380.437500
Iteration 4F: 21 clusters Score -1.462597e+08 nChanged 140458
Entering Unmasked Mstep 
Mstep: Class 0 contains 1246 members 
Mstep: Class 1 contains 493640 members 
Mstep: Class 2 contains 61686 members 
Mstep: Class 3 contains 28656 members 
Mstep: Class 4 contains 12966 members 
Mstep: Class 5 contains 4198 members 
Mstep: Class 6 contains 42297 members 
Mstep: Class 7 contains 17208 members 
Mstep: Class 8 contains 14585 members 
Mstep: Class 10 contains 70853 members 
Mstep: Class 11 contains 21840 members 
Mstep: Class 13 contains 21007 members 
Mstep: Class 14 contains 19866 members 
Mstep: Class 16 contains 16031 members 
Mstep: Class 17 contains 10416 members 
Mstep: Class 18 contains 18025 members 
Mstep: Class 19 contains 10877 members 
Mstep: Class 20 contains 27535 members 
Mstep: Class 21 contains 118683 members 
Mstep: Class 22 contains 160540 members 
Mstep: Class 23 contains 16094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146439120.000000 Penalty: 69380.437500
Iteration 5F: 21 clusters Score -1.464391e+08 nChanged 100329
Entering Unmasked Mstep 
Mstep: Class 0 contains 1227 members 
Mstep: Class 1 contains 474783 members 
Mstep: Class 2 contains 65493 members 
Mstep: Class 3 contains 29918 members 
Mstep: Class 4 contains 12812 members 
Mstep: Class 5 contains 4181 members 
Mstep: Class 6 contains 33930 members 
Mstep: Class 7 contains 14500 members 
Mstep: Class 8 contains 14731 members 
Mstep: Class 10 contains 74472 members 
Mstep: Class 11 contains 19917 members 
Mstep: Class 13 contains 21949 members 
Mstep: Class 14 contains 24826 members 
Mstep: Class 16 contains 18213 members 
Mstep: Class 17 contains 10210 members 
Mstep: Class 18 contains 18021 members 
Mstep: Class 19 contains 12845 members 
Mstep: Class 20 contains 23370 members 
Mstep: Class 21 contains 134824 members 
Mstep: Class 22 contains 160802 members 
Mstep: Class 23 contains 17225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146556288.000000 Penalty: 69380.437500
Iteration 6F: 21 clusters Score -1.465563e+08 nChanged 77288
Entering Unmasked Mstep 
Mstep: Class 0 contains 1204 members 
Mstep: Class 1 contains 457828 members 
Mstep: Class 2 contains 68000 members 
Mstep: Class 3 contains 31772 members 
Mstep: Class 4 contains 13120 members 
Mstep: Class 5 contains 4178 members 
Mstep: Class 6 contains 28077 members 
Mstep: Class 7 contains 12928 members 
Mstep: Class 8 contains 14746 members 
Mstep: Class 10 contains 76953 members 
Mstep: Class 11 contains 18060 members 
Mstep: Class 13 contains 23246 members 
Mstep: Class 14 contains 27839 members 
Mstep: Class 16 contains 20441 members 
Mstep: Class 17 contains 9833 members 
Mstep: Class 18 contains 18018 members 
Mstep: Class 19 contains 15588 members 
Mstep: Class 20 contains 20732 members 
Mstep: Class 21 contains 147213 members 
Mstep: Class 22 contains 160553 members 
Mstep: Class 23 contains 17920 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146637904.000000 Penalty: 69380.437500
Iteration 7F: 21 clusters Score -1.466379e+08 nChanged 61935
Entering Unmasked Mstep 
Mstep: Class 0 contains 1177 members 
Mstep: Class 1 contains 442809 members 
Mstep: Class 2 contains 69680 members 
Mstep: Class 3 contains 33351 members 
Mstep: Class 4 contains 13544 members 
Mstep: Class 5 contains 4175 members 
Mstep: Class 6 contains 24147 members 
Mstep: Class 7 contains 12280 members 
Mstep: Class 8 contains 14470 members 
Mstep: Class 10 contains 79042 members 
Mstep: Class 11 contains 16369 members 
Mstep: Class 13 contains 24402 members 
Mstep: Class 14 contains 29485 members 
Mstep: Class 16 contains 22619 members 
Mstep: Class 17 contains 9416 members 
Mstep: Class 18 contains 18016 members 
Mstep: Class 19 contains 18720 members 
Mstep: Class 20 contains 18943 members 
Mstep: Class 21 contains 157692 members 
Mstep: Class 22 contains 159548 members 
Mstep: Class 23 contains 18364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146700208.000000 Penalty: 69380.437500
Iteration 8F: 21 clusters Score -1.467002e+08 nChanged 51508
Entering Unmasked Mstep 
Mstep: Class 0 contains 1141 members 
Mstep: Class 1 contains 429226 members 
Mstep: Class 2 contains 70739 members 
Mstep: Class 3 contains 34749 members 
Mstep: Class 4 contains 13962 members 
Mstep: Class 5 contains 4174 members 
Mstep: Class 6 contains 21561 members 
Mstep: Class 7 contains 12332 members 
Mstep: Class 8 contains 14180 members 
Mstep: Class 10 contains 80785 members 
Mstep: Class 11 contains 14853 members 
Mstep: Class 13 contains 25120 members 
Mstep: Class 14 contains 30547 members 
Mstep: Class 16 contains 24363 members 
Mstep: Class 17 contains 8958 members 
Mstep: Class 18 contains 18016 members 
Mstep: Class 19 contains 22090 members 
Mstep: Class 20 contains 17575 members 
Mstep: Class 21 contains 167249 members 
Mstep: Class 22 contains 157842 members 
Mstep: Class 23 contains 18787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146752912.000000 Penalty: 69380.437500
Iteration 9Q: 21 clusters Score -1.467529e+08 nChanged 44204
Entering Unmasked Mstep 
Mstep: Class 0 contains 1108 members 
Mstep: Class 1 contains 417689 members 
Mstep: Class 2 contains 71375 members 
Mstep: Class 3 contains 36025 members 
Mstep: Class 4 contains 14383 members 
Mstep: Class 5 contains 4174 members 
Mstep: Class 6 contains 19849 members 
Mstep: Class 7 contains 12452 members 
Mstep: Class 8 contains 13953 members 
Mstep: Class 10 contains 82124 members 
Mstep: Class 11 contains 13397 members 
Mstep: Class 13 contains 25561 members 
Mstep: Class 14 contains 31258 members 
Mstep: Class 16 contains 25625 members 
Mstep: Class 17 contains 8440 members 
Mstep: Class 18 contains 18016 members 
Mstep: Class 19 contains 25648 members 
Mstep: Class 20 contains 16339 members 
Mstep: Class 21 contains 176067 members 
Mstep: Class 22 contains 155611 members 
Mstep: Class 23 contains 19155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146796624.000000 Penalty: 69380.437500
Iteration 10Q: 21 clusters Score -1.467966e+08 nChanged 39053
Entering Unmasked Mstep 
Mstep: Class 0 contains 1106 members 
Mstep: Class 1 contains 408078 members 
Mstep: Class 2 contains 71906 members 
Mstep: Class 3 contains 37155 members 
Mstep: Class 4 contains 14834 members 
Mstep: Class 5 contains 4174 members 
Mstep: Class 6 contains 18618 members 
Mstep: Class 7 contains 12131 members 
Mstep: Class 8 contains 13780 members 
Mstep: Class 10 contains 83154 members 
Mstep: Class 11 contains 11916 members 
Mstep: Class 13 contains 25820 members 
Mstep: Class 14 contains 31790 members 
Mstep: Class 16 contains 26569 members 
Mstep: Class 17 contains 7942 members 
Mstep: Class 18 contains 18015 members 
Mstep: Class 19 contains 29326 members 
Mstep: Class 20 contains 15271 members 
Mstep: Class 21 contains 183907 members 
Mstep: Class 22 contains 152928 members 
Mstep: Class 23 contains 19829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146831504.000000 Penalty: 69380.437500
Iteration 11Q: 21 clusters Score -1.468315e+08 nChanged 34965
Entering Unmasked Mstep 
Mstep: Class 0 contains 1105 members 
Mstep: Class 1 contains 400046 members 
Mstep: Class 2 contains 72198 members 
Mstep: Class 3 contains 38136 members 
Mstep: Class 4 contains 15227 members 
Mstep: Class 5 contains 4173 members 
Mstep: Class 6 contains 17625 members 
Mstep: Class 7 contains 11239 members 
Mstep: Class 8 contains 13666 members 
Mstep: Class 10 contains 84005 members 
Mstep: Class 11 contains 10783 members 
Mstep: Class 13 contains 25852 members 
Mstep: Class 14 contains 32138 members 
Mstep: Class 16 contains 26985 members 
Mstep: Class 17 contains 7531 members 
Mstep: Class 18 contains 18017 members 
Mstep: Class 19 contains 33083 members 
Mstep: Class 20 contains 14528 members 
Mstep: Class 21 contains 190766 members 
Mstep: Class 22 contains 150219 members 
Mstep: Class 23 contains 20927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146859424.000000 Penalty: 69380.437500
Iteration 12Q: 21 clusters Score -1.468594e+08 nChanged 31259
Entering Unmasked Mstep 
Mstep: Class 0 contains 1108 members 
Mstep: Class 1 contains 393419 members 
Mstep: Class 2 contains 72385 members 
Mstep: Class 3 contains 38826 members 
Mstep: Class 4 contains 15415 members 
Mstep: Class 5 contains 4173 members 
Mstep: Class 6 contains 16865 members 
Mstep: Class 7 contains 9973 members 
Mstep: Class 8 contains 13445 members 
Mstep: Class 10 contains 84736 members 
Mstep: Class 11 contains 9999 members 
Mstep: Class 13 contains 25715 members 
Mstep: Class 14 contains 32322 members 
Mstep: Class 16 contains 26938 members 
Mstep: Class 17 contains 7219 members 
Mstep: Class 18 contains 18014 members 
Mstep: Class 19 contains 36844 members 
Mstep: Class 20 contains 14367 members 
Mstep: Class 21 contains 196108 members 
Mstep: Class 22 contains 147937 members 
Mstep: Class 23 contains 22441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146880224.000000 Penalty: 69380.437500
Iteration 13Q: 21 clusters Score -1.468802e+08 nChanged 27561
Entering Unmasked Mstep 
Mstep: Class 0 contains 1105 members 
Mstep: Class 1 contains 387849 members 
Mstep: Class 2 contains 72507 members 
Mstep: Class 3 contains 39390 members 
Mstep: Class 4 contains 15522 members 
Mstep: Class 5 contains 4173 members 
Mstep: Class 6 contains 16188 members 
Mstep: Class 7 contains 8689 members 
Mstep: Class 8 contains 13150 members 
Mstep: Class 10 contains 85359 members 
Mstep: Class 11 contains 9423 members 
Mstep: Class 13 contains 25606 members 
Mstep: Class 14 contains 32519 members 
Mstep: Class 16 contains 26780 members 
Mstep: Class 17 contains 6963 members 
Mstep: Class 18 contains 18016 members 
Mstep: Class 19 contains 40280 members 
Mstep: Class 20 contains 14688 members 
Mstep: Class 21 contains 199858 members 
Mstep: Class 22 contains 146246 members 
Mstep: Class 23 contains 23938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146894928.000000 Penalty: 69380.437500
Iteration 14Q: 21 clusters Score -1.468949e+08 nChanged 23611
Entering Unmasked Mstep 
Mstep: Class 0 contains 1106 members 
Mstep: Class 1 contains 383053 members 
Mstep: Class 2 contains 72573 members 
Mstep: Class 3 contains 39729 members 
Mstep: Class 4 contains 15568 members 
Mstep: Class 5 contains 4173 members 
Mstep: Class 6 contains 15665 members 
Mstep: Class 7 contains 7498 members 
Mstep: Class 8 contains 12856 members 
Mstep: Class 10 contains 85895 members 
Mstep: Class 11 contains 9117 members 
Mstep: Class 13 contains 25533 members 
Mstep: Class 14 contains 32738 members 
Mstep: Class 16 contains 26658 members 
Mstep: Class 17 contains 6772 members 
Mstep: Class 18 contains 18015 members 
Mstep: Class 19 contains 43179 members 
Mstep: Class 20 contains 15456 members 
Mstep: Class 21 contains 202263 members 
Mstep: Class 22 contains 145190 members 
Mstep: Class 23 contains 25212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146905568.000000 Penalty: 69380.437500
Iteration 15Q: 21 clusters Score -1.469056e+08 nChanged 20269
Entering Unmasked Mstep 
Mstep: Class 0 contains 1105 members 
Mstep: Class 1 contains 378863 members 
Mstep: Class 2 contains 72551 members 
Mstep: Class 3 contains 39955 members 
Mstep: Class 4 contains 15514 members 
Mstep: Class 5 contains 4173 members 
Mstep: Class 6 contains 15315 members 
Mstep: Class 7 contains 6471 members 
Mstep: Class 8 contains 12567 members 
Mstep: Class 10 contains 86326 members 
Mstep: Class 11 contains 8935 members 
Mstep: Class 13 contains 25625 members 
Mstep: Class 14 contains 33038 members 
Mstep: Class 16 contains 26688 members 
Mstep: Class 17 contains 6648 members 
Mstep: Class 18 contains 18015 members 
Mstep: Class 19 contains 45526 members 
Mstep: Class 20 contains 16502 members 
Mstep: Class 21 contains 203557 members 
Mstep: Class 22 contains 144597 members 
Mstep: Class 23 contains 26278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146914160.000000 Penalty: 69380.437500
Iteration 16Q: 21 clusters Score -1.469142e+08 nChanged 17842
Entering Unmasked Mstep 
Mstep: Class 0 contains 1107 members 
Mstep: Class 1 contains 374950 members 
Mstep: Class 2 contains 72456 members 
Mstep: Class 3 contains 40162 members 
Mstep: Class 4 contains 15389 members 
Mstep: Class 5 contains 4173 members 
Mstep: Class 6 contains 15035 members 
Mstep: Class 7 contains 5681 members 
Mstep: Class 8 contains 12387 members 
Mstep: Class 10 contains 86748 members 
Mstep: Class 11 contains 8859 members 
Mstep: Class 13 contains 25828 members 
Mstep: Class 14 contains 33471 members 
Mstep: Class 16 contains 26653 members 
Mstep: Class 17 contains 6562 members 
Mstep: Class 18 contains 18014 members 
Mstep: Class 19 contains 47360 members 
Mstep: Class 20 contains 17760 members 
Mstep: Class 21 contains 204016 members 
Mstep: Class 22 contains 144504 members 
Mstep: Class 23 contains 27134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146920800.000000 Penalty: 69380.437500
Iteration 17Q: 21 clusters Score -1.469208e+08 nChanged 16094
Entering Unmasked Mstep 
Mstep: Class 0 contains 1106 members 
Mstep: Class 1 contains 371185 members 
Mstep: Class 2 contains 72393 members 
Mstep: Class 3 contains 40301 members 
Mstep: Class 4 contains 15221 members 
Mstep: Class 5 contains 4173 members 
Mstep: Class 6 contains 14771 members 
Mstep: Class 7 contains 5112 members 
Mstep: Class 8 contains 12262 members 
Mstep: Class 10 contains 87127 members 
Mstep: Class 11 contains 8846 members 
Mstep: Class 13 contains 26093 members 
Mstep: Class 14 contains 33991 members 
Mstep: Class 16 contains 26581 members 
Mstep: Class 17 contains 6513 members 
Mstep: Class 18 contains 18015 members 
Mstep: Class 19 contains 48849 members 
Mstep: Class 20 contains 19233 members 
Mstep: Class 21 contains 203788 members 
Mstep: Class 22 contains 144899 members 
Mstep: Class 23 contains 27790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146925632.000000 Penalty: 69380.437500
Iteration 18Q: 21 clusters Score -1.469256e+08 nChanged 14974
Entering Unmasked Mstep 
Mstep: Class 0 contains 1107 members 
Mstep: Class 1 contains 367390 members 
Mstep: Class 2 contains 72304 members 
Mstep: Class 3 contains 40365 members 
Mstep: Class 4 contains 15042 members 
Mstep: Class 5 contains 4173 members 
Mstep: Class 6 contains 14544 members 
Mstep: Class 7 contains 4777 members 
Mstep: Class 8 contains 12192 members 
Mstep: Class 10 contains 87513 members 
Mstep: Class 11 contains 8888 members 
Mstep: Class 13 contains 26392 members 
Mstep: Class 14 contains 34619 members 
Mstep: Class 16 contains 26398 members 
Mstep: Class 17 contains 6490 members 
Mstep: Class 18 contains 18014 members 
Mstep: Class 19 contains 50062 members 
Mstep: Class 20 contains 20904 members 
Mstep: Class 21 contains 203114 members 
Mstep: Class 22 contains 145630 members 
Mstep: Class 23 contains 28331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146932208.000000 Penalty: 69380.437500
Iteration 19Q: 21 clusters Score -1.469322e+08 nChanged 14093
Entering Unmasked Mstep 
Mstep: Class 0 contains 1108 members 
Mstep: Class 1 contains 363542 members 
Mstep: Class 2 contains 72231 members 
Mstep: Class 3 contains 40377 members 
Mstep: Class 4 contains 14876 members 
Mstep: Class 5 contains 4173 members 
Mstep: Class 6 contains 14354 members 
Mstep: Class 7 contains 4554 members 
Mstep: Class 8 contains 12225 members 
Mstep: Class 10 contains 87875 members 
Mstep: Class 11 contains 8949 members 
Mstep: Class 13 contains 26697 members 
Mstep: Class 14 contains 35242 members 
Mstep: Class 16 contains 26226 members 
Mstep: Class 17 contains 6502 members 
Mstep: Class 18 contains 18012 members 
Mstep: Class 19 contains 51096 members 
Mstep: Class 20 contains 22701 members 
Mstep: Class 21 contains 202002 members 
Mstep: Class 22 contains 146729 members 
Mstep: Class 23 contains 28778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146941200.000000 Penalty: 69380.437500
Iteration 20F: 21 clusters Score -1.469412e+08 nChanged 15745
Entering Unmasked Mstep 
Mstep: Class 0 contains 981 members 
Mstep: Class 1 contains 359233 members 
Mstep: Class 2 contains 71813 members 
Mstep: Class 3 contains 40345 members 
Mstep: Class 4 contains 14593 members 
Mstep: Class 5 contains 4173 members 
Mstep: Class 6 contains 14878 members 
Mstep: Class 7 contains 4429 members 
Mstep: Class 8 contains 12182 members 
Mstep: Class 10 contains 88192 members 
Mstep: Class 11 contains 8736 members 
Mstep: Class 13 contains 27082 members 
Mstep: Class 14 contains 35816 members 
Mstep: Class 16 contains 26093 members 
Mstep: Class 17 contains 6522 members 
Mstep: Class 18 contains 18010 members 
Mstep: Class 19 contains 52144 members 
Mstep: Class 20 contains 24751 members 
Mstep: Class 21 contains 200843 members 
Mstep: Class 22 contains 148153 members 
Mstep: Class 23 contains 29280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146949328.000000 Penalty: 69380.437500
Iteration 21Q: 21 clusters Score -1.469493e+08 nChanged 17278
Entering Unmasked Mstep 
Mstep: Class 0 contains 954 members 
Mstep: Class 1 contains 354543 members 
Mstep: Class 2 contains 71373 members 
Mstep: Class 3 contains 40171 members 
Mstep: Class 4 contains 14389 members 
Mstep: Class 5 contains 4173 members 
Mstep: Class 6 contains 15301 members 
Mstep: Class 7 contains 4365 members 
Mstep: Class 8 contains 12244 members 
Mstep: Class 10 contains 88553 members 
Mstep: Class 11 contains 7897 members 
Mstep: Class 13 contains 27668 members 
Mstep: Class 14 contains 36487 members 
Mstep: Class 16 contains 25923 members 
Mstep: Class 17 contains 6583 members 
Mstep: Class 18 contains 18008 members 
Mstep: Class 19 contains 53364 members 
Mstep: Class 20 contains 26958 members 
Mstep: Class 21 contains 199524 members 
Mstep: Class 22 contains 149997 members 
Mstep: Class 23 contains 29774 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146956928.000000 Penalty: 69380.437500
Iteration 22Q: 21 clusters Score -1.469569e+08 nChanged 17932
Entering Unmasked Mstep 
Mstep: Class 0 contains 954 members 
Mstep: Class 1 contains 349308 members 
Mstep: Class 2 contains 70887 members 
Mstep: Class 3 contains 39929 members 
Mstep: Class 4 contains 14205 members 
Mstep: Class 5 contains 4173 members 
Mstep: Class 6 contains 15575 members 
Mstep: Class 7 contains 4330 members 
Mstep: Class 8 contains 12374 members 
Mstep: Class 10 contains 89014 members 
Mstep: Class 11 contains 7139 members 
Mstep: Class 13 contains 28227 members 
Mstep: Class 14 contains 37265 members 
Mstep: Class 16 contains 25773 members 
Mstep: Class 17 contains 6661 members 
Mstep: Class 18 contains 18009 members 
Mstep: Class 19 contains 54348 members 
Mstep: Class 20 contains 29249 members 
Mstep: Class 21 contains 198230 members 
Mstep: Class 22 contains 152396 members 
Mstep: Class 23 contains 30203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146964368.000000 Penalty: 69380.437500
Iteration 23Q: 21 clusters Score -1.469644e+08 nChanged 18773
Entering Unmasked Mstep 
Mstep: Class 0 contains 954 members 
Mstep: Class 1 contains 343299 members 
Mstep: Class 2 contains 70536 members 
Mstep: Class 3 contains 39575 members 
Mstep: Class 4 contains 14036 members 
Mstep: Class 5 contains 4173 members 
Mstep: Class 6 contains 15750 members 
Mstep: Class 7 contains 4306 members 
Mstep: Class 8 contains 12588 members 
Mstep: Class 10 contains 89436 members 
Mstep: Class 11 contains 6569 members 
Mstep: Class 13 contains 28641 members 
Mstep: Class 14 contains 38132 members 
Mstep: Class 16 contains 25655 members 
Mstep: Class 17 contains 6747 members 
Mstep: Class 18 contains 18008 members 
Mstep: Class 19 contains 55151 members 
Mstep: Class 20 contains 31573 members 
Mstep: Class 21 contains 197052 members 
Mstep: Class 22 contains 155449 members 
Mstep: Class 23 contains 30619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146968768.000000 Penalty: 69380.437500
Iteration 24Q: 21 clusters Score -1.469688e+08 nChanged 19914
Entering Unmasked Mstep 
Mstep: Class 0 contains 955 members 
Mstep: Class 1 contains 335777 members 
Mstep: Class 2 contains 70377 members 
Mstep: Class 3 contains 39147 members 
Mstep: Class 4 contains 13914 members 
Mstep: Class 5 contains 4173 members 
Mstep: Class 6 contains 15860 members 
Mstep: Class 7 contains 4289 members 
Mstep: Class 8 contains 12888 members 
Mstep: Class 10 contains 89806 members 
Mstep: Class 11 contains 6196 members 
Mstep: Class 13 contains 28898 members 
Mstep: Class 14 contains 39088 members 
Mstep: Class 16 contains 25584 members 
Mstep: Class 17 contains 6851 members 
Mstep: Class 18 contains 18007 members 
Mstep: Class 19 contains 55797 members 
Mstep: Class 20 contains 33874 members 
Mstep: Class 21 contains 196225 members 
Mstep: Class 22 contains 159463 members 
Mstep: Class 23 contains 31080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146980064.000000 Penalty: 69380.437500
Iteration 25Q: 21 clusters Score -1.469801e+08 nChanged 19377
Entering Unmasked Mstep 
Mstep: Class 0 contains 955 members 
Mstep: Class 1 contains 328631 members 
Mstep: Class 2 contains 70167 members 
Mstep: Class 3 contains 38651 members 
Mstep: Class 4 contains 13796 members 
Mstep: Class 5 contains 4173 members 
Mstep: Class 6 contains 15951 members 
Mstep: Class 7 contains 4284 members 
Mstep: Class 8 contains 13197 members 
Mstep: Class 10 contains 89991 members 
Mstep: Class 11 contains 5939 members 
Mstep: Class 13 contains 29057 members 
Mstep: Class 14 contains 40020 members 
Mstep: Class 16 contains 25524 members 
Mstep: Class 17 contains 6945 members 
Mstep: Class 18 contains 18006 members 
Mstep: Class 19 contains 56329 members 
Mstep: Class 20 contains 36198 members 
Mstep: Class 21 contains 195305 members 
Mstep: Class 22 contains 163612 members 
Mstep: Class 23 contains 31518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146989552.000000 Penalty: 69380.437500
Iteration 26Q: 21 clusters Score -1.469896e+08 nChanged 19233
Entering Unmasked Mstep 
Mstep: Class 0 contains 954 members 
Mstep: Class 1 contains 321494 members 
Mstep: Class 2 contains 69950 members 
Mstep: Class 3 contains 38160 members 
Mstep: Class 4 contains 13715 members 
Mstep: Class 5 contains 4173 members 
Mstep: Class 6 contains 16011 members 
Mstep: Class 7 contains 4302 members 
Mstep: Class 8 contains 13569 members 
Mstep: Class 10 contains 90106 members 
Mstep: Class 11 contains 5739 members 
Mstep: Class 13 contains 29159 members 
Mstep: Class 14 contains 41034 members 
Mstep: Class 16 contains 25508 members 
Mstep: Class 17 contains 7074 members 
Mstep: Class 18 contains 18007 members 
Mstep: Class 19 contains 56720 members 
Mstep: Class 20 contains 38292 members 
Mstep: Class 21 contains 194502 members 
Mstep: Class 22 contains 167813 members 
Mstep: Class 23 contains 31967 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146999984.000000 Penalty: 69380.437500
Iteration 27Q: 21 clusters Score -1.47e+08 nChanged 18549
Entering Unmasked Mstep 
Mstep: Class 0 contains 954 members 
Mstep: Class 1 contains 314807 members 
Mstep: Class 2 contains 69765 members 
Mstep: Class 3 contains 37879 members 
Mstep: Class 4 contains 13607 members 
Mstep: Class 5 contains 4173 members 
Mstep: Class 6 contains 16076 members 
Mstep: Class 7 contains 4334 members 
Mstep: Class 8 contains 13848 members 
Mstep: Class 10 contains 90063 members 
Mstep: Class 11 contains 5615 members 
Mstep: Class 13 contains 29171 members 
Mstep: Class 14 contains 42065 members 
Mstep: Class 16 contains 25490 members 
Mstep: Class 17 contains 7199 members 
Mstep: Class 18 contains 18008 members 
Mstep: Class 19 contains 57049 members 
Mstep: Class 20 contains 40192 members 
Mstep: Class 21 contains 193720 members 
Mstep: Class 22 contains 171880 members 
Mstep: Class 23 contains 32354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147009744.000000 Penalty: 69380.437500
Iteration 28Q: 21 clusters Score -1.470097e+08 nChanged 17730
Entering Unmasked Mstep 
Mstep: Class 0 contains 955 members 
Mstep: Class 1 contains 308471 members 
Mstep: Class 2 contains 69597 members 
Mstep: Class 3 contains 37793 members 
Mstep: Class 4 contains 13497 members 
Mstep: Class 5 contains 4173 members 
Mstep: Class 6 contains 16089 members 
Mstep: Class 7 contains 4359 members 
Mstep: Class 8 contains 14060 members 
Mstep: Class 10 contains 89975 members 
Mstep: Class 11 contains 5510 members 
Mstep: Class 13 contains 29095 members 
Mstep: Class 14 contains 43089 members 
Mstep: Class 16 contains 25393 members 
Mstep: Class 17 contains 7303 members 
Mstep: Class 18 contains 18007 members 
Mstep: Class 19 contains 57323 members 
Mstep: Class 20 contains 41966 members 
Mstep: Class 21 contains 192855 members 
Mstep: Class 22 contains 175940 members 
Mstep: Class 23 contains 32799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147018576.000000 Penalty: 69380.437500
Iteration 29Q: 21 clusters Score -1.470186e+08 nChanged 16781
Entering Unmasked Mstep 
Mstep: Class 0 contains 955 members 
Mstep: Class 1 contains 302485 members 
Mstep: Class 2 contains 69453 members 
Mstep: Class 3 contains 37820 members 
Mstep: Class 4 contains 13388 members 
Mstep: Class 5 contains 4173 members 
Mstep: Class 6 contains 16089 members 
Mstep: Class 7 contains 4382 members 
Mstep: Class 8 contains 14149 members 
Mstep: Class 10 contains 89841 members 
Mstep: Class 11 contains 5433 members 
Mstep: Class 13 contains 28950 members 
Mstep: Class 14 contains 44091 members 
Mstep: Class 16 contains 25310 members 
Mstep: Class 17 contains 7409 members 
Mstep: Class 18 contains 18006 members 
Mstep: Class 19 contains 57584 members 
Mstep: Class 20 contains 43532 members 
Mstep: Class 21 contains 192070 members 
Mstep: Class 22 contains 179785 members 
Mstep: Class 23 contains 33344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147027008.000000 Penalty: 69380.437500
Iteration 30Q: 21 clusters Score -1.47027e+08 nChanged 15254
Entering Unmasked Mstep 
Mstep: Class 0 contains 954 members 
Mstep: Class 1 contains 297254 members 
Mstep: Class 2 contains 69361 members 
Mstep: Class 3 contains 38007 members 
Mstep: Class 4 contains 13264 members 
Mstep: Class 5 contains 4173 members 
Mstep: Class 6 contains 16040 members 
Mstep: Class 7 contains 4431 members 
Mstep: Class 8 contains 14175 members 
Mstep: Class 10 contains 89662 members 
Mstep: Class 11 contains 5392 members 
Mstep: Class 13 contains 28789 members 
Mstep: Class 14 contains 44942 members 
Mstep: Class 16 contains 25234 members 
Mstep: Class 17 contains 7483 members 
Mstep: Class 18 contains 18007 members 
Mstep: Class 19 contains 57829 members 
Mstep: Class 20 contains 44965 members 
Mstep: Class 21 contains 191271 members 
Mstep: Class 22 contains 183113 members 
Mstep: Class 23 contains 33903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147033264.000000 Penalty: 69380.437500
Iteration 31Q: 21 clusters Score -1.470333e+08 nChanged 14012
Entering Unmasked Mstep 
Mstep: Class 0 contains 954 members 
Mstep: Class 1 contains 292433 members 
Mstep: Class 2 contains 69296 members 
Mstep: Class 3 contains 38343 members 
Mstep: Class 4 contains 13116 members 
Mstep: Class 5 contains 4173 members 
Mstep: Class 6 contains 15977 members 
Mstep: Class 7 contains 4478 members 
Mstep: Class 8 contains 14110 members 
Mstep: Class 10 contains 89504 members 
Mstep: Class 11 contains 5355 members 
Mstep: Class 13 contains 28640 members 
Mstep: Class 14 contains 45688 members 
Mstep: Class 16 contains 25181 members 
Mstep: Class 17 contains 7561 members 
Mstep: Class 18 contains 18008 members 
Mstep: Class 19 contains 58033 members 
Mstep: Class 20 contains 46237 members 
Mstep: Class 21 contains 190601 members 
Mstep: Class 22 contains 186004 members 
Mstep: Class 23 contains 34557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147039472.000000 Penalty: 69380.437500
Iteration 32Q: 21 clusters Score -1.470395e+08 nChanged 12713
Entering Unmasked Mstep 
Mstep: Class 0 contains 954 members 
Mstep: Class 1 contains 288342 members 
Mstep: Class 2 contains 69202 members 
Mstep: Class 3 contains 38915 members 
Mstep: Class 4 contains 12956 members 
Mstep: Class 5 contains 4173 members 
Mstep: Class 6 contains 15963 members 
Mstep: Class 7 contains 4508 members 
Mstep: Class 8 contains 13935 members 
Mstep: Class 10 contains 89349 members 
Mstep: Class 11 contains 5337 members 
Mstep: Class 13 contains 28509 members 
Mstep: Class 14 contains 46304 members 
Mstep: Class 16 contains 25179 members 
Mstep: Class 17 contains 7647 members 
Mstep: Class 18 contains 18007 members 
Mstep: Class 19 contains 58158 members 
Mstep: Class 20 contains 47349 members 
Mstep: Class 21 contains 190020 members 
Mstep: Class 22 contains 188132 members 
Mstep: Class 23 contains 35310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147044944.000000 Penalty: 69380.437500
Iteration 33Q: 21 clusters Score -1.470449e+08 nChanged 11617
Entering Unmasked Mstep 
Mstep: Class 0 contains 954 members 
Mstep: Class 1 contains 285002 members 
Mstep: Class 2 contains 69173 members 
Mstep: Class 3 contains 39659 members 
Mstep: Class 4 contains 12773 members 
Mstep: Class 5 contains 4173 members 
Mstep: Class 6 contains 15919 members 
Mstep: Class 7 contains 4545 members 
Mstep: Class 8 contains 13660 members 
Mstep: Class 10 contains 89182 members 
Mstep: Class 11 contains 5300 members 
Mstep: Class 13 contains 28399 members 
Mstep: Class 14 contains 46713 members 
Mstep: Class 16 contains 25200 members 
Mstep: Class 17 contains 7719 members 
Mstep: Class 18 contains 18006 members 
Mstep: Class 19 contains 58241 members 
Mstep: Class 20 contains 48354 members 
Mstep: Class 21 contains 189459 members 
Mstep: Class 22 contains 189633 members 
Mstep: Class 23 contains 36185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147050832.000000 Penalty: 69380.437500
Iteration 34Q: 21 clusters Score -1.470508e+08 nChanged 10957
Entering Unmasked Mstep 
Mstep: Class 0 contains 954 members 
Mstep: Class 1 contains 282212 members 
Mstep: Class 2 contains 69166 members 
Mstep: Class 3 contains 40552 members 
Mstep: Class 4 contains 12598 members 
Mstep: Class 5 contains 4173 members 
Mstep: Class 6 contains 15887 members 
Mstep: Class 7 contains 4599 members 
Mstep: Class 8 contains 13241 members 
Mstep: Class 10 contains 88987 members 
Mstep: Class 11 contains 5270 members 
Mstep: Class 13 contains 28267 members 
Mstep: Class 14 contains 46950 members 
Mstep: Class 16 contains 25213 members 
Mstep: Class 17 contains 7799 members 
Mstep: Class 18 contains 18007 members 
Mstep: Class 19 contains 58335 members 
Mstep: Class 20 contains 49282 members 
Mstep: Class 21 contains 188911 members 
Mstep: Class 22 contains 190550 members 
Mstep: Class 23 contains 37296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147055152.000000 Penalty: 69380.437500
Iteration 35Q: 21 clusters Score -1.470552e+08 nChanged 10551
Entering Unmasked Mstep 
Mstep: Class 0 contains 954 members 
Mstep: Class 1 contains 279803 members 
Mstep: Class 2 contains 69192 members 
Mstep: Class 3 contains 41511 members 
Mstep: Class 4 contains 12478 members 
Mstep: Class 5 contains 4173 members 
Mstep: Class 6 contains 15852 members 
Mstep: Class 7 contains 4637 members 
Mstep: Class 8 contains 12687 members 
Mstep: Class 10 contains 88815 members 
Mstep: Class 11 contains 5242 members 
Mstep: Class 13 contains 28137 members 
Mstep: Class 14 contains 47018 members 
Mstep: Class 16 contains 25224 members 
Mstep: Class 17 contains 7850 members 
Mstep: Class 18 contains 18006 members 
Mstep: Class 19 contains 58395 members 
Mstep: Class 20 contains 50116 members 
Mstep: Class 21 contains 188415 members 
Mstep: Class 22 contains 191119 members 
Mstep: Class 23 contains 38625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147059040.000000 Penalty: 69380.437500
Iteration 36Q: 21 clusters Score -1.47059e+08 nChanged 10118
Entering Unmasked Mstep 
Mstep: Class 0 contains 954 members 
Mstep: Class 1 contains 277623 members 
Mstep: Class 2 contains 69252 members 
Mstep: Class 3 contains 42347 members 
Mstep: Class 4 contains 12391 members 
Mstep: Class 5 contains 4173 members 
Mstep: Class 6 contains 15805 members 
Mstep: Class 7 contains 4678 members 
Mstep: Class 8 contains 12028 members 
Mstep: Class 10 contains 88614 members 
Mstep: Class 11 contains 5212 members 
Mstep: Class 13 contains 28013 members 
Mstep: Class 14 contains 46968 members 
Mstep: Class 16 contains 25201 members 
Mstep: Class 17 contains 7890 members 
Mstep: Class 18 contains 18007 members 
Mstep: Class 19 contains 58474 members 
Mstep: Class 20 contains 50858 members 
Mstep: Class 21 contains 187977 members 
Mstep: Class 22 contains 191647 members 
Mstep: Class 23 contains 40137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147063248.000000 Penalty: 69380.437500
Iteration 37Q: 21 clusters Score -1.470632e+08 nChanged 9574
Entering Unmasked Mstep 
Mstep: Class 0 contains 954 members 
Mstep: Class 1 contains 275650 members 
Mstep: Class 2 contains 69314 members 
Mstep: Class 3 contains 42952 members 
Mstep: Class 4 contains 12338 members 
Mstep: Class 5 contains 4173 members 
Mstep: Class 6 contains 15744 members 
Mstep: Class 7 contains 4727 members 
Mstep: Class 8 contains 11377 members 
Mstep: Class 10 contains 88411 members 
Mstep: Class 11 contains 5170 members 
Mstep: Class 13 contains 27932 members 
Mstep: Class 14 contains 46686 members 
Mstep: Class 16 contains 25207 members 
Mstep: Class 17 contains 7924 members 
Mstep: Class 18 contains 18006 members 
Mstep: Class 19 contains 58559 members 
Mstep: Class 20 contains 51503 members 
Mstep: Class 21 contains 187571 members 
Mstep: Class 22 contains 192251 members 
Mstep: Class 23 contains 41800 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147066560.000000 Penalty: 69380.437500
Iteration 38Q: 21 clusters Score -1.470666e+08 nChanged 8963
Entering ConstructFrom: 
Score: -147066560.000000 Penalty: 69380.437500
Entering ConstructFrom: 
Trying to split cluster 1 (273733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273733 members 
Entering Unmasked Estep 
Score: -35194904.000000 Penalty: 3104.937500
	Iteration 0F: 2 clusters Score -3.51949e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136612 members 
Mstep: Class 2 contains 137121 members 
Entering Unmasked Estep 
Score: -35063848.000000 Penalty: 6209.875000
	Iteration 0F: 3 clusters Score -3.506385e+07 nChanged 132661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130405 members 
Mstep: Class 2 contains 143328 members 
Entering Unmasked Estep 
Score: -35142220.000000 Penalty: 6209.875000
	Iteration 1F: 3 clusters Score -3.514222e+07 nChanged 7929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126424 members 
Mstep: Class 2 contains 147309 members 
Entering Unmasked Estep 
Score: -35144156.000000 Penalty: 6209.875000
	Iteration 2Q: 3 clusters Score -3.514416e+07 nChanged 9160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120576 members 
Mstep: Class 2 contains 153157 members 
Entering Unmasked Estep 
Score: -35147244.000000 Penalty: 6209.875000
	Iteration 3Q: 3 clusters Score -3.514724e+07 nChanged 11388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112086 members 
Mstep: Class 2 contains 161647 members 
Entering Unmasked Estep 
Score: -35152440.000000 Penalty: 6209.875000
	Iteration 4Q: 3 clusters Score -3.515244e+07 nChanged 14232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100564 members 
Mstep: Class 2 contains 173169 members 
Entering Unmasked Estep 
Score: -35161376.000000 Penalty: 6209.875000
	Iteration 5F: 3 clusters Score -3.516138e+07 nChanged 17455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86161 members 
Mstep: Class 2 contains 187572 members 
Entering Unmasked Estep 
Score: -35173896.000000 Penalty: 6209.875000
	Iteration 6F: 3 clusters Score -3.51739e+07 nChanged 19138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71807 members 
Mstep: Class 2 contains 201926 members 
Entering Unmasked Estep 
Score: -35185860.000000 Penalty: 6209.875000
	Iteration 7F: 3 clusters Score -3.518586e+07 nChanged 17721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61542 members 
Mstep: Class 2 contains 212191 members 
Entering Unmasked Estep 
Score: -35195528.000000 Penalty: 6209.875000
	Iteration 8F: 3 clusters Score -3.519553e+07 nChanged 14080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56608 members 
Mstep: Class 2 contains 217125 members 
Entering Unmasked Estep 
Score: -35202272.000000 Penalty: 6209.875000
	Iteration 9F: 3 clusters Score -3.520227e+07 nChanged 10211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54811 members 
Mstep: Class 2 contains 218922 members 
Entering Unmasked Estep 
Score: -35206572.000000 Penalty: 6209.875000
	Iteration 10Q: 3 clusters Score -3.520657e+07 nChanged 7247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54132 members 
Mstep: Class 2 contains 219601 members 
Entering Unmasked Estep 
Score: -35209448.000000 Penalty: 6209.875000
	Iteration 11Q: 3 clusters Score -3.520945e+07 nChanged 5523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54053 members 
Mstep: Class 2 contains 219680 members 
Entering Unmasked Estep 
Score: -35211748.000000 Penalty: 6209.875000
	Iteration 12Q: 3 clusters Score -3.521175e+07 nChanged 4562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54261 members 
Mstep: Class 2 contains 219472 members 
Entering Unmasked Estep 
Score: -35213836.000000 Penalty: 6209.875000
	Iteration 13Q: 3 clusters Score -3.521384e+07 nChanged 3948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54633 members 
Mstep: Class 2 contains 219100 members 
Entering Unmasked Estep 
Score: -35215804.000000 Penalty: 6209.875000
	Iteration 14Q: 3 clusters Score -3.52158e+07 nChanged 3625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55006 members 
Mstep: Class 2 contains 218727 members 
Entering Unmasked Estep 
Score: -35218076.000000 Penalty: 6209.875000
	Iteration 15Q: 3 clusters Score -3.521808e+07 nChanged 3259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55341 members 
Mstep: Class 2 contains 218392 members 
Entering Unmasked Estep 
Score: -35220028.000000 Penalty: 6209.875000
	Iteration 16Q: 3 clusters Score -3.522003e+07 nChanged 2976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55575 members 
Mstep: Class 2 contains 218158 members 
Entering Unmasked Estep 
Score: -35221696.000000 Penalty: 6209.875000
	Iteration 17Q: 3 clusters Score -3.52217e+07 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55667 members 
Mstep: Class 2 contains 218066 members 
Entering Unmasked Estep 
Score: -35223096.000000 Penalty: 6209.875000
	Iteration 18Q: 3 clusters Score -3.52231e+07 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55636 members 
Mstep: Class 2 contains 218097 members 
Entering Unmasked Estep 
Score: -35224344.000000 Penalty: 6209.875000
	Iteration 19Q: 3 clusters Score -3.522434e+07 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55441 members 
Mstep: Class 2 contains 218292 members 
Entering Unmasked Estep 
Score: -35225664.000000 Penalty: 6209.875000
	Iteration 20F: 3 clusters Score -3.522566e+07 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55028 members 
Mstep: Class 2 contains 218705 members 
Entering Unmasked Estep 
Score: -35226448.000000 Penalty: 6209.875000
	Iteration 21Q: 3 clusters Score -3.522645e+07 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54512 members 
Mstep: Class 2 contains 219221 members 
Entering Unmasked Estep 
Score: -35227256.000000 Penalty: 6209.875000
	Iteration 22Q: 3 clusters Score -3.522726e+07 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53914 members 
Mstep: Class 2 contains 219819 members 
Entering Unmasked Estep 
Score: -35227940.000000 Penalty: 6209.875000
	Iteration 23Q: 3 clusters Score -3.522794e+07 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53234 members 
Mstep: Class 2 contains 220499 members 
Entering Unmasked Estep 
Score: -35228296.000000 Penalty: 6209.875000
	Iteration 24Q: 3 clusters Score -3.52283e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52582 members 
Mstep: Class 2 contains 221151 members 
Entering Unmasked Estep 
Score: -35228568.000000 Penalty: 6209.875000
	Iteration 25Q: 3 clusters Score -3.522857e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51967 members 
Mstep: Class 2 contains 221766 members 
Entering Unmasked Estep 
Score: -35228732.000000 Penalty: 6209.875000
	Iteration 26Q: 3 clusters Score -3.522873e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51424 members 
Mstep: Class 2 contains 222309 members 
Entering Unmasked Estep 
Score: -35228860.000000 Penalty: 6209.875000
	Iteration 27Q: 3 clusters Score -3.522886e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50927 members 
Mstep: Class 2 contains 222806 members 
Entering Unmasked Estep 
Score: -35228908.000000 Penalty: 6209.875000
	Iteration 28Q: 3 clusters Score -3.522891e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50504 members 
Mstep: Class 2 contains 223229 members 
Entering Unmasked Estep 
Score: -35228844.000000 Penalty: 6209.875000
	Iteration 29Q: 3 clusters Score -3.522884e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50135 members 
Mstep: Class 2 contains 223598 members 
Entering Unmasked Estep 
Score: -35228712.000000 Penalty: 6209.875000
	Iteration 30Q: 3 clusters Score -3.522871e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49821 members 
Mstep: Class 2 contains 223912 members 
Entering Unmasked Estep 
Score: -35228592.000000 Penalty: 6209.875000
	Iteration 31Q: 3 clusters Score -3.522859e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49524 members 
Mstep: Class 2 contains 224209 members 
Entering Unmasked Estep 
Score: -35228508.000000 Penalty: 6209.875000
	Iteration 32Q: 3 clusters Score -3.522851e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49218 members 
Mstep: Class 2 contains 224515 members 
Entering Unmasked Estep 
Score: -35228420.000000 Penalty: 6209.875000
	Iteration 33Q: 3 clusters Score -3.522842e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48945 members 
Mstep: Class 2 contains 224788 members 
Entering Unmasked Estep 
Score: -35228348.000000 Penalty: 6209.875000
	Iteration 34Q: 3 clusters Score -3.522835e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48692 members 
Mstep: Class 2 contains 225041 members 
Entering Unmasked Estep 
Score: -35228248.000000 Penalty: 6209.875000
	Iteration 35Q: 3 clusters Score -3.522825e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48473 members 
Mstep: Class 2 contains 225260 members 
Entering Unmasked Estep 
Score: -35228136.000000 Penalty: 6209.875000
	Iteration 36Q: 3 clusters Score -3.522814e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48275 members 
Mstep: Class 2 contains 225458 members 
Entering Unmasked Estep 
Score: -35228092.000000 Penalty: 6209.875000
	Iteration 37Q: 3 clusters Score -3.522809e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48104 members 
Mstep: Class 2 contains 225629 members 
Entering Unmasked Estep 
Score: -35228052.000000 Penalty: 6209.875000
	Iteration 38Q: 3 clusters Score -3.522805e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47954 members 
Mstep: Class 2 contains 225779 members 
Entering Unmasked Estep 
Score: -35227980.000000 Penalty: 6209.875000
	Iteration 39Q: 3 clusters Score -3.522798e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47818 members 
Mstep: Class 2 contains 225915 members 
Entering Unmasked Estep 
Score: -35227888.000000 Penalty: 6209.875000
	Iteration 40F: 3 clusters Score -3.522789e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47700 members 
Mstep: Class 2 contains 226033 members 
Entering Unmasked Estep 
Score: -35227800.000000 Penalty: 6209.875000
	Iteration 41Q: 3 clusters Score -3.52278e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47597 members 
Mstep: Class 2 contains 226136 members 
Entering Unmasked Estep 
Score: -35227740.000000 Penalty: 6209.875000
	Iteration 42Q: 3 clusters Score -3.522774e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47505 members 
Mstep: Class 2 contains 226228 members 
Entering Unmasked Estep 
Score: -35227696.000000 Penalty: 6209.875000
	Iteration 43Q: 3 clusters Score -3.52277e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47436 members 
Mstep: Class 2 contains 226297 members 
Entering Unmasked Estep 
Score: -35227612.000000 Penalty: 6209.875000
	Iteration 44Q: 3 clusters Score -3.522761e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47384 members 
Mstep: Class 2 contains 226349 members 
Entering Unmasked Estep 
Score: -35227580.000000 Penalty: 6209.875000
	Iteration 45Q: 3 clusters Score -3.522758e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47338 members 
Mstep: Class 2 contains 226395 members 
Entering Unmasked Estep 
Score: -35227556.000000 Penalty: 6209.875000
	Iteration 46Q: 3 clusters Score -3.522756e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47289 members 
Mstep: Class 2 contains 226444 members 
Entering Unmasked Estep 
Score: -35227544.000000 Penalty: 6209.875000
	Iteration 47Q: 3 clusters Score -3.522754e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47256 members 
Mstep: Class 2 contains 226477 members 
Entering Unmasked Estep 
Score: -35227500.000000 Penalty: 6209.875000
	Iteration 48Q: 3 clusters Score -3.52275e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47224 members 
Mstep: Class 2 contains 226509 members 
Entering Unmasked Estep 
Score: -35227460.000000 Penalty: 6209.875000
	Iteration 49Q: 3 clusters Score -3.522746e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47195 members 
Mstep: Class 2 contains 226538 members 
Entering Unmasked Estep 
Score: -35227452.000000 Penalty: 6209.875000
	Iteration 50Q: 3 clusters Score -3.522745e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47174 members 
Mstep: Class 2 contains 226559 members 
Entering Unmasked Estep 
Score: -35227464.000000 Penalty: 6209.875000
	Iteration 51Q: 3 clusters Score -3.522746e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47157 members 
Mstep: Class 2 contains 226576 members 
Entering Unmasked Estep 
Score: -35227476.000000 Penalty: 6209.875000
	Iteration 52Q: 3 clusters Score -3.522748e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47149 members 
Mstep: Class 2 contains 226584 members 
Entering Unmasked Estep 
Score: -35227472.000000 Penalty: 6209.875000
	Iteration 53Q: 3 clusters Score -3.522747e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47138 members 
Mstep: Class 2 contains 226595 members 
Entering Unmasked Estep 
Score: -35227484.000000 Penalty: 6209.875000
	Iteration 54Q: 3 clusters Score -3.522748e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47122 members 
Mstep: Class 2 contains 226611 members 
Entering Unmasked Estep 
Score: -35227452.000000 Penalty: 6209.875000
	Iteration 55Q: 3 clusters Score -3.522745e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47107 members 
Mstep: Class 2 contains 226626 members 
Entering Unmasked Estep 
Score: -35227440.000000 Penalty: 6209.875000
	Iteration 56Q: 3 clusters Score -3.522744e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47100 members 
Mstep: Class 2 contains 226633 members 
Entering Unmasked Estep 
Score: -35227436.000000 Penalty: 6209.875000
	Iteration 57Q: 3 clusters Score -3.522744e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47091 members 
Mstep: Class 2 contains 226642 members 
Entering Unmasked Estep 
Score: -35227420.000000 Penalty: 6209.875000
	Iteration 58Q: 3 clusters Score -3.522742e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47088 members 
Mstep: Class 2 contains 226645 members 
Entering Unmasked Estep 
Score: -35227420.000000 Penalty: 6209.875000
	Iteration 59Q: 3 clusters Score -3.522742e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47087 members 
Mstep: Class 2 contains 226646 members 
Entering Unmasked Estep 
Score: -35227420.000000 Penalty: 6209.875000
	Iteration 60F: 3 clusters Score -3.522742e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47085 members 
Mstep: Class 2 contains 226648 members 
Entering Unmasked Estep 
Score: -35227424.000000 Penalty: 6209.875000
	Iteration 61Q: 3 clusters Score -3.522742e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47084 members 
Mstep: Class 2 contains 226649 members 
Entering Unmasked Estep 
Score: -35227424.000000 Penalty: 6209.875000
	Iteration 62Q: 3 clusters Score -3.522742e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47084 members 
Mstep: Class 2 contains 226649 members 
Entering Unmasked Estep 
Score: -35227424.000000 Penalty: 6209.875000
	Iteration 63F: 3 clusters Score -3.522742e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 954 members 
Mstep: Class 1 contains 47084 members 
Mstep: Class 2 contains 69430 members 
Mstep: Class 3 contains 43412 members 
Mstep: Class 4 contains 12296 members 
Mstep: Class 5 contains 4173 members 
Mstep: Class 6 contains 15711 members 
Mstep: Class 7 contains 4807 members 
Mstep: Class 8 contains 10842 members 
Mstep: Class 9 contains 226649 members 
Mstep: Class 10 contains 88177 members 
Mstep: Class 11 contains 5140 members 
Mstep: Class 13 contains 27890 members 
Mstep: Class 14 contains 46338 members 
Mstep: Class 16 contains 25190 members 
Mstep: Class 17 contains 7948 members 
Mstep: Class 18 contains 18007 members 
Mstep: Class 19 contains 58608 members 
Mstep: Class 20 contains 52069 members 
Mstep: Class 21 contains 187232 members 
Mstep: Class 22 contains 193027 members 
Mstep: Class 23 contains 43265 members 
Entering Unmasked Estep 
Score: -147097200.000000 Penalty: 72849.460938
Splitting cluster 1 changes total score from -147066560.000000 to -147097200.000000
So it's getting split into cluster 9.
Entering ConstructFrom: 
Trying to split cluster 2 (69430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69430 members 
Entering Unmasked Estep 
Score: -8679670.000000 Penalty: 2764.722412
	Iteration 0F: 2 clusters Score -8679670 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34845 members 
Mstep: Class 2 contains 34585 members 
Entering Unmasked Estep 
Score: -8633127.000000 Penalty: 5529.444824
	Iteration 0F: 3 clusters Score -8633127 nChanged 32486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36179 members 
Mstep: Class 2 contains 33251 members 
Entering Unmasked Estep 
Score: -8652855.000000 Penalty: 5529.444824
	Iteration 1F: 3 clusters Score -8652855 nChanged 3853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36618 members 
Mstep: Class 2 contains 32812 members 
Entering Unmasked Estep 
Score: -8656236.000000 Penalty: 5529.444824
	Iteration 2F: 3 clusters Score -8656236 nChanged 4789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36473 members 
Mstep: Class 2 contains 32957 members 
Entering Unmasked Estep 
Score: -8660220.000000 Penalty: 5529.444824
	Iteration 3F: 3 clusters Score -8660220 nChanged 5341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35594 members 
Mstep: Class 2 contains 33836 members 
Entering Unmasked Estep 
Score: -8664669.000000 Penalty: 5529.444824
	Iteration 4F: 3 clusters Score -8664669 nChanged 5518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34320 members 
Mstep: Class 2 contains 35110 members 
Entering Unmasked Estep 
Score: -8669328.000000 Penalty: 5529.444824
	Iteration 5F: 3 clusters Score -8669328 nChanged 5235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32819 members 
Mstep: Class 2 contains 36611 members 
Entering Unmasked Estep 
Score: -8673425.000000 Penalty: 5529.444824
	Iteration 6F: 3 clusters Score -8673425 nChanged 4504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31259 members 
Mstep: Class 2 contains 38171 members 
Entering Unmasked Estep 
Score: -8676624.000000 Penalty: 5529.444824
	Iteration 7F: 3 clusters Score -8676624 nChanged 3744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29765 members 
Mstep: Class 2 contains 39665 members 
Entering Unmasked Estep 
Score: -8679086.000000 Penalty: 5529.444824
	Iteration 8F: 3 clusters Score -8679086 nChanged 2978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28355 members 
Mstep: Class 2 contains 41075 members 
Entering Unmasked Estep 
Score: -8680831.000000 Penalty: 5529.444824
	Iteration 9Q: 3 clusters Score -8680831 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27025 members 
Mstep: Class 2 contains 42405 members 
Entering Unmasked Estep 
Score: -8681968.000000 Penalty: 5529.444824
	Iteration 10Q: 3 clusters Score -8681968 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25724 members 
Mstep: Class 2 contains 43706 members 
Entering Unmasked Estep 
Score: -8682831.000000 Penalty: 5529.444824
	Iteration 11Q: 3 clusters Score -8682831 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24467 members 
Mstep: Class 2 contains 44963 members 
Entering Unmasked Estep 
Score: -8683477.000000 Penalty: 5529.444824
	Iteration 12Q: 3 clusters Score -8683477 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23318 members 
Mstep: Class 2 contains 46112 members 
Entering Unmasked Estep 
Score: -8683917.000000 Penalty: 5529.444824
	Iteration 13Q: 3 clusters Score -8683917 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22308 members 
Mstep: Class 2 contains 47122 members 
Entering Unmasked Estep 
Score: -8684304.000000 Penalty: 5529.444824
	Iteration 14Q: 3 clusters Score -8684304 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21380 members 
Mstep: Class 2 contains 48050 members 
Entering Unmasked Estep 
Score: -8684608.000000 Penalty: 5529.444824
	Iteration 15Q: 3 clusters Score -8684608 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20485 members 
Mstep: Class 2 contains 48945 members 
Entering Unmasked Estep 
Score: -8684908.000000 Penalty: 5529.444824
	Iteration 16Q: 3 clusters Score -8684908 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19647 members 
Mstep: Class 2 contains 49783 members 
Entering Unmasked Estep 
Score: -8685159.000000 Penalty: 5529.444824
	Iteration 17Q: 3 clusters Score -8685159 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18858 members 
Mstep: Class 2 contains 50572 members 
Entering Unmasked Estep 
Score: -8685345.000000 Penalty: 5529.444824
	Iteration 18Q: 3 clusters Score -8685345 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18130 members 
Mstep: Class 2 contains 51300 members 
Entering Unmasked Estep 
Score: -8685584.000000 Penalty: 5529.444824
	Iteration 19Q: 3 clusters Score -8685584 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17422 members 
Mstep: Class 2 contains 52008 members 
Entering Unmasked Estep 
Score: -8685804.000000 Penalty: 5529.444824
	Iteration 20F: 3 clusters Score -8685804 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16745 members 
Mstep: Class 2 contains 52685 members 
Entering Unmasked Estep 
Score: -8686004.000000 Penalty: 5529.444824
	Iteration 21Q: 3 clusters Score -8686004 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16136 members 
Mstep: Class 2 contains 53294 members 
Entering Unmasked Estep 
Score: -8686195.000000 Penalty: 5529.444824
	Iteration 22Q: 3 clusters Score -8686195 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15563 members 
Mstep: Class 2 contains 53867 members 
Entering Unmasked Estep 
Score: -8686344.000000 Penalty: 5529.444824
	Iteration 23Q: 3 clusters Score -8686344 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15032 members 
Mstep: Class 2 contains 54398 members 
Entering Unmasked Estep 
Score: -8686506.000000 Penalty: 5529.444824
	Iteration 24Q: 3 clusters Score -8686506 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14528 members 
Mstep: Class 2 contains 54902 members 
Entering Unmasked Estep 
Score: -8686659.000000 Penalty: 5529.444824
	Iteration 25Q: 3 clusters Score -8686659 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14037 members 
Mstep: Class 2 contains 55393 members 
Entering Unmasked Estep 
Score: -8686788.000000 Penalty: 5529.444824
	Iteration 26Q: 3 clusters Score -8686788 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13555 members 
Mstep: Class 2 contains 55875 members 
Entering Unmasked Estep 
Score: -8686912.000000 Penalty: 5529.444824
	Iteration 27Q: 3 clusters Score -8686912 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13102 members 
Mstep: Class 2 contains 56328 members 
Entering Unmasked Estep 
Score: -8687054.000000 Penalty: 5529.444824
	Iteration 28Q: 3 clusters Score -8687054 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12662 members 
Mstep: Class 2 contains 56768 members 
Entering Unmasked Estep 
Score: -8687232.000000 Penalty: 5529.444824
	Iteration 29Q: 3 clusters Score -8687232 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12235 members 
Mstep: Class 2 contains 57195 members 
Entering Unmasked Estep 
Score: -8687370.000000 Penalty: 5529.444824
	Iteration 30Q: 3 clusters Score -8687370 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11772 members 
Mstep: Class 2 contains 57658 members 
Entering Unmasked Estep 
Score: -8687562.000000 Penalty: 5529.444824
	Iteration 31Q: 3 clusters Score -8687562 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11345 members 
Mstep: Class 2 contains 58085 members 
Entering Unmasked Estep 
Score: -8687729.000000 Penalty: 5529.444824
	Iteration 32Q: 3 clusters Score -8687729 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10923 members 
Mstep: Class 2 contains 58507 members 
Entering Unmasked Estep 
Score: -8687863.000000 Penalty: 5529.444824
	Iteration 33Q: 3 clusters Score -8687863 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10553 members 
Mstep: Class 2 contains 58877 members 
Entering Unmasked Estep 
Score: -8687982.000000 Penalty: 5529.444824
	Iteration 34Q: 3 clusters Score -8687982 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10201 members 
Mstep: Class 2 contains 59229 members 
Entering Unmasked Estep 
Score: -8688135.000000 Penalty: 5529.444824
	Iteration 35Q: 3 clusters Score -8688135 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9857 members 
Mstep: Class 2 contains 59573 members 
Entering Unmasked Estep 
Score: -8688255.000000 Penalty: 5529.444824
	Iteration 36Q: 3 clusters Score -8688255 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 59889 members 
Entering Unmasked Estep 
Score: -8688389.000000 Penalty: 5529.444824
	Iteration 37Q: 3 clusters Score -8688389 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 60166 members 
Entering Unmasked Estep 
Score: -8688492.000000 Penalty: 5529.444824
	Iteration 38Q: 3 clusters Score -8688492 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 60428 members 
Entering Unmasked Estep 
Score: -8688624.000000 Penalty: 5529.444824
	Iteration 39Q: 3 clusters Score -8688624 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 60641 members 
Entering Unmasked Estep 
Score: -8688684.000000 Penalty: 5529.444824
	Iteration 40F: 3 clusters Score -8688684 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 60843 members 
Entering Unmasked Estep 
Score: -8688759.000000 Penalty: 5529.444824
	Iteration 41Q: 3 clusters Score -8688759 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 61061 members 
Entering Unmasked Estep 
Score: -8688831.000000 Penalty: 5529.444824
	Iteration 42Q: 3 clusters Score -8688831 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 61263 members 
Entering Unmasked Estep 
Score: -8688906.000000 Penalty: 5529.444824
	Iteration 43Q: 3 clusters Score -8688906 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 61416 members 
Entering Unmasked Estep 
Score: -8688963.000000 Penalty: 5529.444824
	Iteration 44Q: 3 clusters Score -8688963 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 61534 members 
Entering Unmasked Estep 
Score: -8688975.000000 Penalty: 5529.444824
	Iteration 45Q: 3 clusters Score -8688975 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 61644 members 
Entering Unmasked Estep 
Score: -8689011.000000 Penalty: 5529.444824
	Iteration 46Q: 3 clusters Score -8689011 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 61737 members 
Entering Unmasked Estep 
Score: -8689019.000000 Penalty: 5529.444824
	Iteration 47Q: 3 clusters Score -8689019 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 61797 members 
Entering Unmasked Estep 
Score: -8689033.000000 Penalty: 5529.444824
	Iteration 48Q: 3 clusters Score -8689033 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 61843 members 
Entering Unmasked Estep 
Score: -8689023.000000 Penalty: 5529.444824
	Iteration 49Q: 3 clusters Score -8689023 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 61866 members 
Entering Unmasked Estep 
Score: -8689013.000000 Penalty: 5529.444824
	Iteration 50Q: 3 clusters Score -8689013 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 61884 members 
Entering Unmasked Estep 
Score: -8689012.000000 Penalty: 5529.444824
	Iteration 51Q: 3 clusters Score -8689012 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 61896 members 
Entering Unmasked Estep 
Score: -8689014.000000 Penalty: 5529.444824
	Iteration 52Q: 3 clusters Score -8689014 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 61906 members 
Entering Unmasked Estep 
Score: -8689028.000000 Penalty: 5529.444824
	Iteration 53Q: 3 clusters Score -8689028 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 61915 members 
Entering Unmasked Estep 
Score: -8689024.000000 Penalty: 5529.444824
	Iteration 54Q: 3 clusters Score -8689024 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 61924 members 
Entering Unmasked Estep 
Score: -8689023.000000 Penalty: 5529.444824
	Iteration 55Q: 3 clusters Score -8689023 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 61933 members 
Entering Unmasked Estep 
Score: -8689027.000000 Penalty: 5529.444824
	Iteration 56Q: 3 clusters Score -8689027 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 61940 members 
Entering Unmasked Estep 
Score: -8689018.000000 Penalty: 5529.444824
	Iteration 57Q: 3 clusters Score -8689018 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 61945 members 
Entering Unmasked Estep 
Score: -8689021.000000 Penalty: 5529.444824
	Iteration 58Q: 3 clusters Score -8689021 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 61951 members 
Entering Unmasked Estep 
Score: -8689019.000000 Penalty: 5529.444824
	Iteration 59Q: 3 clusters Score -8689019 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 61956 members 
Entering Unmasked Estep 
Score: -8689024.000000 Penalty: 5529.444824
	Iteration 60F: 3 clusters Score -8689024 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 61960 members 
Entering Unmasked Estep 
Score: -8689028.000000 Penalty: 5529.444824
	Iteration 61Q: 3 clusters Score -8689028 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 61961 members 
Entering Unmasked Estep 
Score: -8689028.000000 Penalty: 5529.444824
	Iteration 62Q: 3 clusters Score -8689028 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 61961 members 
Entering Unmasked Estep 
Score: -8689028.000000 Penalty: 5529.444824
	Iteration 63F: 3 clusters Score -8689028 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 954 members 
Mstep: Class 1 contains 47084 members 
Mstep: Class 2 contains 7469 members 
Mstep: Class 3 contains 43412 members 
Mstep: Class 4 contains 12296 members 
Mstep: Class 5 contains 4173 members 
Mstep: Class 6 contains 15711 members 
Mstep: Class 7 contains 4807 members 
Mstep: Class 8 contains 10842 members 
Mstep: Class 9 contains 226649 members 
Mstep: Class 10 contains 88177 members 
Mstep: Class 11 contains 5140 members 
Mstep: Class 12 contains 61961 members 
Mstep: Class 13 contains 27890 members 
Mstep: Class 14 contains 46338 members 
Mstep: Class 16 contains 25190 members 
Mstep: Class 17 contains 7948 members 
Mstep: Class 18 contains 18007 members 
Mstep: Class 19 contains 58608 members 
Mstep: Class 20 contains 52069 members 
Mstep: Class 21 contains 187232 members 
Mstep: Class 22 contains 193027 members 
Mstep: Class 23 contains 43265 members 
Entering Unmasked Estep 
Score: -147106096.000000 Penalty: 76318.484375
Splitting cluster 2 changes total score from -147066560.000000 to -147106096.000000
So it's getting split into cluster 12.
Entering ConstructFrom: 
Trying to split cluster 3 (43412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43412 members 
Entering Unmasked Estep 
Score: -5417485.500000 Penalty: 2648.265869
	Iteration 0F: 2 clusters Score -5417486 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21727 members 
Mstep: Class 2 contains 21685 members 
Entering Unmasked Estep 
Score: -5388302.000000 Penalty: 5296.531738
	Iteration 0F: 3 clusters Score -5388302 nChanged 19811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21624 members 
Mstep: Class 2 contains 21788 members 
Entering Unmasked Estep 
Score: -5400837.500000 Penalty: 5296.531738
	Iteration 1F: 3 clusters Score -5400838 nChanged 3235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21555 members 
Mstep: Class 2 contains 21857 members 
Entering Unmasked Estep 
Score: -5403957.000000 Penalty: 5296.531738
	Iteration 2F: 3 clusters Score -5403957 nChanged 3549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21546 members 
Mstep: Class 2 contains 21866 members 
Entering Unmasked Estep 
Score: -5407075.500000 Penalty: 5296.531738
	Iteration 3F: 3 clusters Score -5407076 nChanged 3379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21369 members 
Mstep: Class 2 contains 22043 members 
Entering Unmasked Estep 
Score: -5409372.000000 Penalty: 5296.531738
	Iteration 4F: 3 clusters Score -5409372 nChanged 2871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21024 members 
Mstep: Class 2 contains 22388 members 
Entering Unmasked Estep 
Score: -5411100.000000 Penalty: 5296.531738
	Iteration 5F: 3 clusters Score -5411100 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20568 members 
Mstep: Class 2 contains 22844 members 
Entering Unmasked Estep 
Score: -5412448.500000 Penalty: 5296.531738
	Iteration 6F: 3 clusters Score -5412448 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20163 members 
Mstep: Class 2 contains 23249 members 
Entering Unmasked Estep 
Score: -5413453.500000 Penalty: 5296.531738
	Iteration 7Q: 3 clusters Score -5413454 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19816 members 
Mstep: Class 2 contains 23596 members 
Entering Unmasked Estep 
Score: -5414174.500000 Penalty: 5296.531738
	Iteration 8Q: 3 clusters Score -5414174 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19550 members 
Mstep: Class 2 contains 23862 members 
Entering Unmasked Estep 
Score: -5414628.500000 Penalty: 5296.531738
	Iteration 9Q: 3 clusters Score -5414628 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19314 members 
Mstep: Class 2 contains 24098 members 
Entering Unmasked Estep 
Score: -5414917.000000 Penalty: 5296.531738
	Iteration 10Q: 3 clusters Score -5414917 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19088 members 
Mstep: Class 2 contains 24324 members 
Entering Unmasked Estep 
Score: -5415140.000000 Penalty: 5296.531738
	Iteration 11Q: 3 clusters Score -5415140 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18905 members 
Mstep: Class 2 contains 24507 members 
Entering Unmasked Estep 
Score: -5415328.500000 Penalty: 5296.531738
	Iteration 12Q: 3 clusters Score -5415328 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18752 members 
Mstep: Class 2 contains 24660 members 
Entering Unmasked Estep 
Score: -5415482.500000 Penalty: 5296.531738
	Iteration 13Q: 3 clusters Score -5415482 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18594 members 
Mstep: Class 2 contains 24818 members 
Entering Unmasked Estep 
Score: -5415636.000000 Penalty: 5296.531738
	Iteration 14Q: 3 clusters Score -5415636 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18468 members 
Mstep: Class 2 contains 24944 members 
Entering Unmasked Estep 
Score: -5415755.500000 Penalty: 5296.531738
	Iteration 15Q: 3 clusters Score -5415756 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18350 members 
Mstep: Class 2 contains 25062 members 
Entering Unmasked Estep 
Score: -5415841.500000 Penalty: 5296.531738
	Iteration 16Q: 3 clusters Score -5415842 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18238 members 
Mstep: Class 2 contains 25174 members 
Entering Unmasked Estep 
Score: -5415980.000000 Penalty: 5296.531738
	Iteration 17Q: 3 clusters Score -5415980 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18146 members 
Mstep: Class 2 contains 25266 members 
Entering Unmasked Estep 
Score: -5416116.500000 Penalty: 5296.531738
	Iteration 18Q: 3 clusters Score -5416116 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18075 members 
Mstep: Class 2 contains 25337 members 
Entering Unmasked Estep 
Score: -5416224.500000 Penalty: 5296.531738
	Iteration 19Q: 3 clusters Score -5416224 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18018 members 
Mstep: Class 2 contains 25394 members 
Entering Unmasked Estep 
Score: -5416333.000000 Penalty: 5296.531738
	Iteration 20F: 3 clusters Score -5416333 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17978 members 
Mstep: Class 2 contains 25434 members 
Entering Unmasked Estep 
Score: -5416448.000000 Penalty: 5296.531738
	Iteration 21Q: 3 clusters Score -5416448 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17975 members 
Mstep: Class 2 contains 25437 members 
Entering Unmasked Estep 
Score: -5416517.500000 Penalty: 5296.531738
	Iteration 22Q: 3 clusters Score -5416518 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17992 members 
Mstep: Class 2 contains 25420 members 
Entering Unmasked Estep 
Score: -5416598.000000 Penalty: 5296.531738
	Iteration 23Q: 3 clusters Score -5416598 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18045 members 
Mstep: Class 2 contains 25367 members 
Entering Unmasked Estep 
Score: -5416638.500000 Penalty: 5296.531738
	Iteration 24Q: 3 clusters Score -5416638 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18131 members 
Mstep: Class 2 contains 25281 members 
Entering Unmasked Estep 
Score: -5416677.500000 Penalty: 5296.531738
	Iteration 25Q: 3 clusters Score -5416678 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18237 members 
Mstep: Class 2 contains 25175 members 
Entering Unmasked Estep 
Score: -5416707.500000 Penalty: 5296.531738
	Iteration 26Q: 3 clusters Score -5416708 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18351 members 
Mstep: Class 2 contains 25061 members 
Entering Unmasked Estep 
Score: -5416751.000000 Penalty: 5296.531738
	Iteration 27Q: 3 clusters Score -5416751 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18460 members 
Mstep: Class 2 contains 24952 members 
Entering Unmasked Estep 
Score: -5416768.000000 Penalty: 5296.531738
	Iteration 28Q: 3 clusters Score -5416768 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18561 members 
Mstep: Class 2 contains 24851 members 
Entering Unmasked Estep 
Score: -5416763.000000 Penalty: 5296.531738
	Iteration 29Q: 3 clusters Score -5416763 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18670 members 
Mstep: Class 2 contains 24742 members 
Entering Unmasked Estep 
Score: -5416765.500000 Penalty: 5296.531738
	Iteration 30Q: 3 clusters Score -5416766 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18766 members 
Mstep: Class 2 contains 24646 members 
Entering Unmasked Estep 
Score: -5416797.000000 Penalty: 5296.531738
	Iteration 31Q: 3 clusters Score -5416797 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18889 members 
Mstep: Class 2 contains 24523 members 
Entering Unmasked Estep 
Score: -5416819.000000 Penalty: 5296.531738
	Iteration 32Q: 3 clusters Score -5416819 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19042 members 
Mstep: Class 2 contains 24370 members 
Entering Unmasked Estep 
Score: -5416821.500000 Penalty: 5296.531738
	Iteration 33Q: 3 clusters Score -5416822 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19215 members 
Mstep: Class 2 contains 24197 members 
Entering Unmasked Estep 
Score: -5416841.000000 Penalty: 5296.531738
	Iteration 34Q: 3 clusters Score -5416841 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19392 members 
Mstep: Class 2 contains 24020 members 
Entering Unmasked Estep 
Score: -5416886.500000 Penalty: 5296.531738
	Iteration 35Q: 3 clusters Score -5416886 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19570 members 
Mstep: Class 2 contains 23842 members 
Entering Unmasked Estep 
Score: -5416920.000000 Penalty: 5296.531738
	Iteration 36Q: 3 clusters Score -5416920 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19767 members 
Mstep: Class 2 contains 23645 members 
Entering Unmasked Estep 
Score: -5416961.000000 Penalty: 5296.531738
	Iteration 37Q: 3 clusters Score -5416961 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20002 members 
Mstep: Class 2 contains 23410 members 
Entering Unmasked Estep 
Score: -5416996.500000 Penalty: 5296.531738
	Iteration 38Q: 3 clusters Score -5416996 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20264 members 
Mstep: Class 2 contains 23148 members 
Entering Unmasked Estep 
Score: -5417044.500000 Penalty: 5296.531738
	Iteration 39Q: 3 clusters Score -5417044 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20574 members 
Mstep: Class 2 contains 22838 members 
Entering Unmasked Estep 
Score: -5417088.000000 Penalty: 5296.531738
	Iteration 40F: 3 clusters Score -5417088 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20889 members 
Mstep: Class 2 contains 22523 members 
Entering Unmasked Estep 
Score: -5417164.000000 Penalty: 5296.531738
	Iteration 41Q: 3 clusters Score -5417164 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21204 members 
Mstep: Class 2 contains 22208 members 
Entering Unmasked Estep 
Score: -5417248.500000 Penalty: 5296.531738
	Iteration 42Q: 3 clusters Score -5417248 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21554 members 
Mstep: Class 2 contains 21858 members 
Entering Unmasked Estep 
Score: -5417329.000000 Penalty: 5296.531738
	Iteration 43Q: 3 clusters Score -5417329 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21958 members 
Mstep: Class 2 contains 21454 members 
Entering Unmasked Estep 
Score: -5417440.500000 Penalty: 5296.531738
	Iteration 44Q: 3 clusters Score -5417440 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22371 members 
Mstep: Class 2 contains 21041 members 
Entering Unmasked Estep 
Score: -5417569.500000 Penalty: 5296.531738
	Iteration 45Q: 3 clusters Score -5417570 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22787 members 
Mstep: Class 2 contains 20625 members 
Entering Unmasked Estep 
Score: -5417661.500000 Penalty: 5296.531738
	Iteration 46Q: 3 clusters Score -5417662 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23241 members 
Mstep: Class 2 contains 20171 members 
Entering Unmasked Estep 
Score: -5417784.500000 Penalty: 5296.531738
	Iteration 47Q: 3 clusters Score -5417784 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23726 members 
Mstep: Class 2 contains 19686 members 
Entering Unmasked Estep 
Score: -5417941.000000 Penalty: 5296.531738
	Iteration 48Q: 3 clusters Score -5417941 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24265 members 
Mstep: Class 2 contains 19147 members 
Entering Unmasked Estep 
Score: -5418131.500000 Penalty: 5296.531738
	Iteration 49Q: 3 clusters Score -5418132 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24818 members 
Mstep: Class 2 contains 18594 members 
Entering Unmasked Estep 
Score: -5418297.000000 Penalty: 5296.531738
	Iteration 50Q: 3 clusters Score -5418297 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25414 members 
Mstep: Class 2 contains 17998 members 
Entering Unmasked Estep 
Score: -5418505.500000 Penalty: 5296.531738
	Iteration 51Q: 3 clusters Score -5418506 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26072 members 
Mstep: Class 2 contains 17340 members 
Entering Unmasked Estep 
Score: -5418776.500000 Penalty: 5296.531738
	Iteration 52Q: 3 clusters Score -5418776 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26728 members 
Mstep: Class 2 contains 16684 members 
Entering Unmasked Estep 
Score: -5419060.000000 Penalty: 5296.531738
	Iteration 53Q: 3 clusters Score -5419060 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27422 members 
Mstep: Class 2 contains 15990 members 
Entering Unmasked Estep 
Score: -5419383.000000 Penalty: 5296.531738
	Iteration 54Q: 3 clusters Score -5419383 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28161 members 
Mstep: Class 2 contains 15251 members 
Entering Unmasked Estep 
Score: -5419725.000000 Penalty: 5296.531738
	Iteration 55Q: 3 clusters Score -5419725 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28871 members 
Mstep: Class 2 contains 14541 members 
Entering Unmasked Estep 
Score: -5420108.500000 Penalty: 5296.531738
	Iteration 56Q: 3 clusters Score -5420108 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29537 members 
Mstep: Class 2 contains 13875 members 
Entering Unmasked Estep 
Score: -5420372.500000 Penalty: 5296.531738
	Iteration 57Q: 3 clusters Score -5420372 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30182 members 
Mstep: Class 2 contains 13230 members 
Entering Unmasked Estep 
Score: -5420643.000000 Penalty: 5296.531738
	Iteration 58Q: 3 clusters Score -5420643 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30740 members 
Mstep: Class 2 contains 12672 members 
Entering Unmasked Estep 
Score: -5420841.000000 Penalty: 5296.531738
	Iteration 59Q: 3 clusters Score -5420841 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31227 members 
Mstep: Class 2 contains 12185 members 
Entering Unmasked Estep 
Score: -5421062.500000 Penalty: 5296.531738
	Iteration 60F: 3 clusters Score -5421062 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31736 members 
Mstep: Class 2 contains 11676 members 
Entering Unmasked Estep 
Score: -5421262.000000 Penalty: 5296.531738
	Iteration 61Q: 3 clusters Score -5421262 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32205 members 
Mstep: Class 2 contains 11207 members 
Entering Unmasked Estep 
Score: -5421448.500000 Penalty: 5296.531738
	Iteration 62Q: 3 clusters Score -5421448 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32652 members 
Mstep: Class 2 contains 10760 members 
Entering Unmasked Estep 
Score: -5421630.000000 Penalty: 5296.531738
	Iteration 63Q: 3 clusters Score -5421630 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33046 members 
Mstep: Class 2 contains 10366 members 
Entering Unmasked Estep 
Score: -5421791.500000 Penalty: 5296.531738
	Iteration 64Q: 3 clusters Score -5421792 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33408 members 
Mstep: Class 2 contains 10004 members 
Entering Unmasked Estep 
Score: -5421918.500000 Penalty: 5296.531738
	Iteration 65Q: 3 clusters Score -5421918 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33750 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -5422046.000000 Penalty: 5296.531738
	Iteration 66Q: 3 clusters Score -5422046 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34084 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -5422252.000000 Penalty: 5296.531738
	Iteration 67Q: 3 clusters Score -5422252 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34422 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -5422459.500000 Penalty: 5296.531738
	Iteration 68Q: 3 clusters Score -5422460 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34756 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -5422650.000000 Penalty: 5296.531738
	Iteration 69Q: 3 clusters Score -5422650 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35045 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -5422827.000000 Penalty: 5296.531738
	Iteration 70Q: 3 clusters Score -5422827 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35301 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -5423011.000000 Penalty: 5296.531738
	Iteration 71Q: 3 clusters Score -5423011 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35516 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -5423161.500000 Penalty: 5296.531738
	Iteration 72Q: 3 clusters Score -5423162 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35674 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -5423280.500000 Penalty: 5296.531738
	Iteration 73Q: 3 clusters Score -5423280 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35753 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -5423416.000000 Penalty: 5296.531738
	Iteration 74Q: 3 clusters Score -5423416 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35776 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -5423564.500000 Penalty: 5296.531738
	Iteration 75Q: 3 clusters Score -5423564 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35733 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -5423706.000000 Penalty: 5296.531738
	Iteration 76Q: 3 clusters Score -5423706 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35631 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -5423923.000000 Penalty: 5296.531738
	Iteration 77Q: 3 clusters Score -5423923 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35507 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -5424137.500000 Penalty: 5296.531738
	Iteration 78Q: 3 clusters Score -5424138 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35340 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -5424342.000000 Penalty: 5296.531738
	Iteration 79Q: 3 clusters Score -5424342 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35177 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -5424521.500000 Penalty: 5296.531738
	Iteration 80F: 3 clusters Score -5424522 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34996 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -5424667.000000 Penalty: 5296.531738
	Iteration 81Q: 3 clusters Score -5424667 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34843 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -5424743.500000 Penalty: 5296.531738
	Iteration 82Q: 3 clusters Score -5424744 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34699 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -5424795.500000 Penalty: 5296.531738
	Iteration 83Q: 3 clusters Score -5424796 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34549 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -5424850.500000 Penalty: 5296.531738
	Iteration 84Q: 3 clusters Score -5424850 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34445 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -5424866.500000 Penalty: 5296.531738
	Iteration 85Q: 3 clusters Score -5424866 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34355 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -5424878.000000 Penalty: 5296.531738
	Iteration 86Q: 3 clusters Score -5424878 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34274 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -5424894.000000 Penalty: 5296.531738
	Iteration 87Q: 3 clusters Score -5424894 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34203 members 
Mstep: Class 2 contains 9209 members 
Entering Unmasked Estep 
Score: -5424909.500000 Penalty: 5296.531738
	Iteration 88Q: 3 clusters Score -5424910 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34150 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
Score: -5424914.000000 Penalty: 5296.531738
	Iteration 89Q: 3 clusters Score -5424914 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34109 members 
Mstep: Class 2 contains 9303 members 
Entering Unmasked Estep 
Score: -5424912.000000 Penalty: 5296.531738
	Iteration 90Q: 3 clusters Score -5424912 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34081 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -5424913.000000 Penalty: 5296.531738
	Iteration 91Q: 3 clusters Score -5424913 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34055 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
Score: -5424904.500000 Penalty: 5296.531738
	Iteration 92Q: 3 clusters Score -5424904 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34034 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -5424917.000000 Penalty: 5296.531738
	Iteration 93Q: 3 clusters Score -5424917 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34017 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -5424917.000000 Penalty: 5296.531738
	Iteration 94Q: 3 clusters Score -5424917 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34010 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -5424920.000000 Penalty: 5296.531738
	Iteration 95Q: 3 clusters Score -5424920 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34004 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -5424915.000000 Penalty: 5296.531738
	Iteration 96Q: 3 clusters Score -5424915 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34002 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -5424915.000000 Penalty: 5296.531738
	Iteration 97Q: 3 clusters Score -5424915 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33999 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -5424916.500000 Penalty: 5296.531738
	Iteration 98Q: 3 clusters Score -5424916 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33993 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -5424918.000000 Penalty: 5296.531738
	Iteration 99Q: 3 clusters Score -5424918 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33988 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -5424920.500000 Penalty: 5296.531738
	Iteration 100F: 3 clusters Score -5424920 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33984 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -5424917.000000 Penalty: 5296.531738
	Iteration 101Q: 3 clusters Score -5424917 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33980 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
Score: -5424924.000000 Penalty: 5296.531738
	Iteration 102Q: 3 clusters Score -5424924 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33975 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -5424919.500000 Penalty: 5296.531738
	Iteration 103Q: 3 clusters Score -5424920 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33968 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
Score: -5424919.000000 Penalty: 5296.531738
	Iteration 104Q: 3 clusters Score -5424919 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33960 members 
Mstep: Class 2 contains 9452 members 
Entering Unmasked Estep 
Score: -5424918.000000 Penalty: 5296.531738
	Iteration 105Q: 3 clusters Score -5424918 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33958 members 
Mstep: Class 2 contains 9454 members 
Entering Unmasked Estep 
Score: -5424917.500000 Penalty: 5296.531738
	Iteration 106Q: 3 clusters Score -5424918 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33954 members 
Mstep: Class 2 contains 9458 members 
Entering Unmasked Estep 
Score: -5424924.500000 Penalty: 5296.531738
	Iteration 107Q: 3 clusters Score -5424924 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33952 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -5424923.500000 Penalty: 5296.531738
	Iteration 108Q: 3 clusters Score -5424924 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33951 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -5424922.500000 Penalty: 5296.531738
	Iteration 109Q: 3 clusters Score -5424922 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33951 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -5424922.500000 Penalty: 5296.531738
	Iteration 110F: 3 clusters Score -5424922 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 954 members 
Mstep: Class 1 contains 47084 members 
Mstep: Class 2 contains 7469 members 
Mstep: Class 3 contains 33951 members 
Mstep: Class 4 contains 12296 members 
Mstep: Class 5 contains 4173 members 
Mstep: Class 6 contains 15711 members 
Mstep: Class 7 contains 4807 members 
Mstep: Class 8 contains 10842 members 
Mstep: Class 9 contains 226649 members 
Mstep: Class 10 contains 88177 members 
Mstep: Class 11 contains 5140 members 
Mstep: Class 12 contains 61961 members 
Mstep: Class 13 contains 27890 members 
Mstep: Class 14 contains 46338 members 
Mstep: Class 15 contains 9461 members 
Mstep: Class 16 contains 25190 members 
Mstep: Class 17 contains 7948 members 
Mstep: Class 18 contains 18007 members 
Mstep: Class 19 contains 58608 members 
Mstep: Class 20 contains 52069 members 
Mstep: Class 21 contains 187232 members 
Mstep: Class 22 contains 193027 members 
Mstep: Class 23 contains 43265 members 
Entering Unmasked Estep 
Score: -147113488.000000 Penalty: 79787.500000
Splitting cluster 3 changes total score from -147066560.000000 to -147113488.000000
So it's getting split into cluster 15.
Entering ConstructFrom: 
Trying to split cluster 4 (12296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12296 members 
Entering Unmasked Estep 
Score: -1488846.000000 Penalty: 2335.423340
	Iteration 0F: 2 clusters Score -1488846 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -1479812.125000 Penalty: 4670.846680
	Iteration 0F: 3 clusters Score -1479812 nChanged 5251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -1483589.750000 Penalty: 4670.846680
	Iteration 1F: 3 clusters Score -1483590 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -1485877.375000 Penalty: 4670.846680
	Iteration 2F: 3 clusters Score -1485877 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -1488414.750000 Penalty: 4670.846680
	Iteration 3F: 3 clusters Score -1488415 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -1489811.875000 Penalty: 4670.846680
	Iteration 4F: 3 clusters Score -1489812 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -1490552.000000 Penalty: 4670.846680
	Iteration 5F: 3 clusters Score -1490552 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -1491087.625000 Penalty: 4670.846680
	Iteration 6F: 3 clusters Score -1491088 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -1491616.250000 Penalty: 4670.846680
	Iteration 7Q: 3 clusters Score -1491616 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -1492092.250000 Penalty: 4670.846680
	Iteration 8Q: 3 clusters Score -1492092 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -1492398.625000 Penalty: 4670.846680
	Iteration 9Q: 3 clusters Score -1492399 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -1492578.750000 Penalty: 4670.846680
	Iteration 10Q: 3 clusters Score -1492579 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -1492685.000000 Penalty: 4670.846680
	Iteration 11Q: 3 clusters Score -1492685 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -1492740.375000 Penalty: 4670.846680
	Iteration 12Q: 3 clusters Score -1492740 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -1492771.000000 Penalty: 4670.846680
	Iteration 13Q: 3 clusters Score -1492771 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -1492792.750000 Penalty: 4670.846680
	Iteration 14Q: 3 clusters Score -1492793 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -1492825.375000 Penalty: 4670.846680
	Iteration 15Q: 3 clusters Score -1492825 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -1492847.125000 Penalty: 4670.846680
	Iteration 16Q: 3 clusters Score -1492847 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -1492864.500000 Penalty: 4670.846680
	Iteration 17Q: 3 clusters Score -1492864 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -1492878.375000 Penalty: 4670.846680
	Iteration 18Q: 3 clusters Score -1492878 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -1492886.250000 Penalty: 4670.846680
	Iteration 19Q: 3 clusters Score -1492886 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -1492895.625000 Penalty: 4670.846680
	Iteration 20F: 3 clusters Score -1492896 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -1492906.250000 Penalty: 4670.846680
	Iteration 21Q: 3 clusters Score -1492906 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
Score: -1492916.625000 Penalty: 4670.846680
	Iteration 22Q: 3 clusters Score -1492917 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -1492927.500000 Penalty: 4670.846680
	Iteration 23Q: 3 clusters Score -1492928 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -1492936.250000 Penalty: 4670.846680
	Iteration 24Q: 3 clusters Score -1492936 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -1492942.375000 Penalty: 4670.846680
	Iteration 25Q: 3 clusters Score -1492942 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -1492947.000000 Penalty: 4670.846680
	Iteration 26Q: 3 clusters Score -1492947 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 9063 members 
Entering Unmasked Estep 
Score: -1492957.625000 Penalty: 4670.846680
	Iteration 27Q: 3 clusters Score -1492958 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 9084 members 
Entering Unmasked Estep 
Score: -1492961.000000 Penalty: 4670.846680
	Iteration 28Q: 3 clusters Score -1492961 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -1492970.000000 Penalty: 4670.846680
	Iteration 29Q: 3 clusters Score -1492970 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -1492973.625000 Penalty: 4670.846680
	Iteration 30Q: 3 clusters Score -1492974 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -1492978.375000 Penalty: 4670.846680
	Iteration 31Q: 3 clusters Score -1492978 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 9166 members 
Entering Unmasked Estep 
Score: -1492984.375000 Penalty: 4670.846680
	Iteration 32Q: 3 clusters Score -1492984 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 9188 members 
Entering Unmasked Estep 
Score: -1492994.625000 Penalty: 4670.846680
	Iteration 33Q: 3 clusters Score -1492995 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
Score: -1492992.250000 Penalty: 4670.846680
	Iteration 34Q: 3 clusters Score -1492992 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -1492993.750000 Penalty: 4670.846680
	Iteration 35Q: 3 clusters Score -1492994 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
Score: -1492991.500000 Penalty: 4670.846680
	Iteration 36Q: 3 clusters Score -1492992 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -1492991.125000 Penalty: 4670.846680
	Iteration 37Q: 3 clusters Score -1492991 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
Score: -1492992.000000 Penalty: 4670.846680
	Iteration 38Q: 3 clusters Score -1492992 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -1492995.000000 Penalty: 4670.846680
	Iteration 39Q: 3 clusters Score -1492995 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 9241 members 
Entering Unmasked Estep 
Score: -1492997.250000 Penalty: 4670.846680
	Iteration 40F: 3 clusters Score -1492997 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -1492995.125000 Penalty: 4670.846680
	Iteration 41Q: 3 clusters Score -1492995 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -1492997.375000 Penalty: 4670.846680
	Iteration 42Q: 3 clusters Score -1492997 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -1492999.625000 Penalty: 4670.846680
	Iteration 43Q: 3 clusters Score -1493000 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -1493001.375000 Penalty: 4670.846680
	Iteration 44Q: 3 clusters Score -1493001 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 9290 members 
Entering Unmasked Estep 
Score: -1493006.625000 Penalty: 4670.846680
	Iteration 45Q: 3 clusters Score -1493007 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -1493009.875000 Penalty: 4670.846680
	Iteration 46Q: 3 clusters Score -1493010 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -1493012.750000 Penalty: 4670.846680
	Iteration 47Q: 3 clusters Score -1493013 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -1493011.625000 Penalty: 4670.846680
	Iteration 48Q: 3 clusters Score -1493012 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -1493016.750000 Penalty: 4670.846680
	Iteration 49Q: 3 clusters Score -1493017 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -1493020.000000 Penalty: 4670.846680
	Iteration 50Q: 3 clusters Score -1493020 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -1493020.000000 Penalty: 4670.846680
	Iteration 51F: 3 clusters Score -1493020 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 954 members 
Mstep: Class 1 contains 47084 members 
Mstep: Class 2 contains 7469 members 
Mstep: Class 3 contains 33951 members 
Mstep: Class 4 contains 2966 members 
Mstep: Class 5 contains 4173 members 
Mstep: Class 6 contains 15711 members 
Mstep: Class 7 contains 4807 members 
Mstep: Class 8 contains 10842 members 
Mstep: Class 9 contains 226649 members 
Mstep: Class 10 contains 88177 members 
Mstep: Class 11 contains 5140 members 
Mstep: Class 12 contains 61961 members 
Mstep: Class 13 contains 27890 members 
Mstep: Class 14 contains 46338 members 
Mstep: Class 15 contains 9461 members 
Mstep: Class 16 contains 25190 members 
Mstep: Class 17 contains 7948 members 
Mstep: Class 18 contains 18007 members 
Mstep: Class 19 contains 58608 members 
Mstep: Class 20 contains 52069 members 
Mstep: Class 21 contains 187232 members 
Mstep: Class 22 contains 193027 members 
Mstep: Class 23 contains 43265 members 
Mstep: Class 24 contains 9330 members 
Entering Unmasked Estep 
Score: -147117024.000000 Penalty: 83256.523438
Splitting cluster 4 changes total score from -147066560.000000 to -147117024.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 5 (4173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Entering Unmasked Estep 
Score: -748568.250000 Penalty: 2067.424805
	Iteration 0F: 2 clusters Score -748568.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -744631.250000 Penalty: 4134.849609
	Iteration 0F: 3 clusters Score -744631.2 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -745549.812500 Penalty: 4134.849609
	Iteration 1F: 3 clusters Score -745549.8 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -745760.937500 Penalty: 4134.849609
	Iteration 2F: 3 clusters Score -745760.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -745878.000000 Penalty: 4134.849609
	Iteration 3Q: 3 clusters Score -745878 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -745964.875000 Penalty: 4134.849609
	Iteration 4Q: 3 clusters Score -745964.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -746044.125000 Penalty: 4134.849609
	Iteration 5Q: 3 clusters Score -746044.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -746171.437500 Penalty: 4134.849609
	Iteration 6Q: 3 clusters Score -746171.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -746383.062500 Penalty: 4134.849609
	Iteration 7Q: 3 clusters Score -746383.1 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -746684.062500 Penalty: 4134.849609
	Iteration 8F: 3 clusters Score -746684.1 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -747021.625000 Penalty: 4134.849609
	Iteration 9F: 3 clusters Score -747021.6 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -747314.875000 Penalty: 4134.849609
	Iteration 10F: 3 clusters Score -747314.9 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -747571.500000 Penalty: 4134.849609
	Iteration 11F: 3 clusters Score -747571.5 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -747854.250000 Penalty: 4134.849609
	Iteration 12Q: 3 clusters Score -747854.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -748057.312500 Penalty: 4134.849609
	Iteration 13Q: 3 clusters Score -748057.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -748132.187500 Penalty: 4134.849609
	Iteration 14Q: 3 clusters Score -748132.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -748159.187500 Penalty: 4134.849609
	Iteration 15Q: 3 clusters Score -748159.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -748168.812500 Penalty: 4134.849609
	Iteration 16Q: 3 clusters Score -748168.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -748172.625000 Penalty: 4134.849609
	Iteration 17Q: 3 clusters Score -748172.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -748175.562500 Penalty: 4134.849609
	Iteration 18Q: 3 clusters Score -748175.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -748176.562500 Penalty: 4134.849609
	Iteration 19Q: 3 clusters Score -748176.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -748177.562500 Penalty: 4134.849609
	Iteration 20F: 3 clusters Score -748177.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -748179.000000 Penalty: 4134.849609
	Iteration 21Q: 3 clusters Score -748179 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -748180.000000 Penalty: 4134.849609
	Iteration 22Q: 3 clusters Score -748180 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -748180.000000 Penalty: 4134.849609
	Iteration 23Q: 3 clusters Score -748180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -748180.250000 Penalty: 4134.849609
	Iteration 24Q: 3 clusters Score -748180.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -748181.687500 Penalty: 4134.849609
	Iteration 25Q: 3 clusters Score -748181.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -748180.562500 Penalty: 4134.849609
	Iteration 26Q: 3 clusters Score -748180.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -748180.562500 Penalty: 4134.849609
	Iteration 27F: 3 clusters Score -748180.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (15711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15711 members 
Entering Unmasked Estep 
Score: -1808838.750000 Penalty: 2396.204834
	Iteration 0F: 2 clusters Score -1808839 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -1797658.500000 Penalty: 4792.409668
	Iteration 0F: 3 clusters Score -1797658 nChanged 6814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -1801960.500000 Penalty: 4792.409668
	Iteration 1F: 3 clusters Score -1801960 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -1802921.375000 Penalty: 4792.409668
	Iteration 2F: 3 clusters Score -1802921 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -1803965.500000 Penalty: 4792.409668
	Iteration 3F: 3 clusters Score -1803966 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -1804938.500000 Penalty: 4792.409668
	Iteration 4F: 3 clusters Score -1804938 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -1805672.875000 Penalty: 4792.409668
	Iteration 5F: 3 clusters Score -1805673 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -1806222.000000 Penalty: 4792.409668
	Iteration 6F: 3 clusters Score -1806222 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -1806558.625000 Penalty: 4792.409668
	Iteration 7Q: 3 clusters Score -1806559 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -1806759.000000 Penalty: 4792.409668
	Iteration 8Q: 3 clusters Score -1806759 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 9140 members 
Entering Unmasked Estep 
Score: -1806908.125000 Penalty: 4792.409668
	Iteration 9Q: 3 clusters Score -1806908 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -1807012.500000 Penalty: 4792.409668
	Iteration 10Q: 3 clusters Score -1807012 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -1807090.875000 Penalty: 4792.409668
	Iteration 11Q: 3 clusters Score -1807091 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -1807145.625000 Penalty: 4792.409668
	Iteration 12Q: 3 clusters Score -1807146 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -1807183.875000 Penalty: 4792.409668
	Iteration 13Q: 3 clusters Score -1807184 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -1807222.875000 Penalty: 4792.409668
	Iteration 14Q: 3 clusters Score -1807223 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -1807266.625000 Penalty: 4792.409668
	Iteration 15Q: 3 clusters Score -1807267 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -1807294.875000 Penalty: 4792.409668
	Iteration 16Q: 3 clusters Score -1807295 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 9622 members 
Entering Unmasked Estep 
Score: -1807334.750000 Penalty: 4792.409668
	Iteration 17Q: 3 clusters Score -1807335 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -1807362.875000 Penalty: 4792.409668
	Iteration 18Q: 3 clusters Score -1807363 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -1807395.125000 Penalty: 4792.409668
	Iteration 19Q: 3 clusters Score -1807395 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -1807420.375000 Penalty: 4792.409668
	Iteration 20F: 3 clusters Score -1807420 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -1807440.375000 Penalty: 4792.409668
	Iteration 21Q: 3 clusters Score -1807440 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 10027 members 
Entering Unmasked Estep 
Score: -1807473.250000 Penalty: 4792.409668
	Iteration 22Q: 3 clusters Score -1807473 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 10107 members 
Entering Unmasked Estep 
Score: -1807495.125000 Penalty: 4792.409668
	Iteration 23Q: 3 clusters Score -1807495 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 10180 members 
Entering Unmasked Estep 
Score: -1807515.250000 Penalty: 4792.409668
	Iteration 24Q: 3 clusters Score -1807515 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 10251 members 
Entering Unmasked Estep 
Score: -1807542.625000 Penalty: 4792.409668
	Iteration 25Q: 3 clusters Score -1807543 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 10314 members 
Entering Unmasked Estep 
Score: -1807566.875000 Penalty: 4792.409668
	Iteration 26Q: 3 clusters Score -1807567 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 10378 members 
Entering Unmasked Estep 
Score: -1807581.750000 Penalty: 4792.409668
	Iteration 27Q: 3 clusters Score -1807582 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 10438 members 
Entering Unmasked Estep 
Score: -1807602.250000 Penalty: 4792.409668
	Iteration 28Q: 3 clusters Score -1807602 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 10501 members 
Entering Unmasked Estep 
Score: -1807605.500000 Penalty: 4792.409668
	Iteration 29Q: 3 clusters Score -1807606 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 10558 members 
Entering Unmasked Estep 
Score: -1807625.750000 Penalty: 4792.409668
	Iteration 30Q: 3 clusters Score -1807626 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 10634 members 
Entering Unmasked Estep 
Score: -1807646.125000 Penalty: 4792.409668
	Iteration 31Q: 3 clusters Score -1807646 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 10714 members 
Entering Unmasked Estep 
Score: -1807670.375000 Penalty: 4792.409668
	Iteration 32Q: 3 clusters Score -1807670 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 10792 members 
Entering Unmasked Estep 
Score: -1807682.250000 Penalty: 4792.409668
	Iteration 33Q: 3 clusters Score -1807682 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 10884 members 
Entering Unmasked Estep 
Score: -1807712.000000 Penalty: 4792.409668
	Iteration 34Q: 3 clusters Score -1807712 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 10974 members 
Entering Unmasked Estep 
Score: -1807728.125000 Penalty: 4792.409668
	Iteration 35Q: 3 clusters Score -1807728 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 11050 members 
Entering Unmasked Estep 
Score: -1807743.750000 Penalty: 4792.409668
	Iteration 36Q: 3 clusters Score -1807744 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 11104 members 
Entering Unmasked Estep 
Score: -1807750.250000 Penalty: 4792.409668
	Iteration 37Q: 3 clusters Score -1807750 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 11167 members 
Entering Unmasked Estep 
Score: -1807765.125000 Penalty: 4792.409668
	Iteration 38Q: 3 clusters Score -1807765 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 11234 members 
Entering Unmasked Estep 
Score: -1807782.000000 Penalty: 4792.409668
	Iteration 39Q: 3 clusters Score -1807782 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 11294 members 
Entering Unmasked Estep 
Score: -1807793.500000 Penalty: 4792.409668
	Iteration 40F: 3 clusters Score -1807794 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 11360 members 
Entering Unmasked Estep 
Score: -1807810.750000 Penalty: 4792.409668
	Iteration 41Q: 3 clusters Score -1807811 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 11422 members 
Entering Unmasked Estep 
Score: -1807827.500000 Penalty: 4792.409668
	Iteration 42Q: 3 clusters Score -1807828 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 11489 members 
Entering Unmasked Estep 
Score: -1807838.375000 Penalty: 4792.409668
	Iteration 43Q: 3 clusters Score -1807838 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 11558 members 
Entering Unmasked Estep 
Score: -1807856.000000 Penalty: 4792.409668
	Iteration 44Q: 3 clusters Score -1807856 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 11622 members 
Entering Unmasked Estep 
Score: -1807868.875000 Penalty: 4792.409668
	Iteration 45Q: 3 clusters Score -1807869 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 11684 members 
Entering Unmasked Estep 
Score: -1807879.500000 Penalty: 4792.409668
	Iteration 46Q: 3 clusters Score -1807880 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 11740 members 
Entering Unmasked Estep 
Score: -1807897.500000 Penalty: 4792.409668
	Iteration 47Q: 3 clusters Score -1807898 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 11790 members 
Entering Unmasked Estep 
Score: -1807908.875000 Penalty: 4792.409668
	Iteration 48Q: 3 clusters Score -1807909 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 11854 members 
Entering Unmasked Estep 
Score: -1807925.375000 Penalty: 4792.409668
	Iteration 49Q: 3 clusters Score -1807925 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 11912 members 
Entering Unmasked Estep 
Score: -1807932.000000 Penalty: 4792.409668
	Iteration 50Q: 3 clusters Score -1807932 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 11972 members 
Entering Unmasked Estep 
Score: -1807948.000000 Penalty: 4792.409668
	Iteration 51Q: 3 clusters Score -1807948 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 12042 members 
Entering Unmasked Estep 
Score: -1807973.000000 Penalty: 4792.409668
	Iteration 52Q: 3 clusters Score -1807973 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 12116 members 
Entering Unmasked Estep 
Score: -1807985.875000 Penalty: 4792.409668
	Iteration 53Q: 3 clusters Score -1807986 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 12195 members 
Entering Unmasked Estep 
Score: -1808010.625000 Penalty: 4792.409668
	Iteration 54Q: 3 clusters Score -1808011 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 12269 members 
Entering Unmasked Estep 
Score: -1808033.875000 Penalty: 4792.409668
	Iteration 55Q: 3 clusters Score -1808034 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 12341 members 
Entering Unmasked Estep 
Score: -1808057.875000 Penalty: 4792.409668
	Iteration 56Q: 3 clusters Score -1808058 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 12407 members 
Entering Unmasked Estep 
Score: -1808077.125000 Penalty: 4792.409668
	Iteration 57Q: 3 clusters Score -1808077 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 12468 members 
Entering Unmasked Estep 
Score: -1808097.000000 Penalty: 4792.409668
	Iteration 58Q: 3 clusters Score -1808097 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 12534 members 
Entering Unmasked Estep 
Score: -1808113.000000 Penalty: 4792.409668
	Iteration 59Q: 3 clusters Score -1808113 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 12595 members 
Entering Unmasked Estep 
Score: -1808129.500000 Penalty: 4792.409668
	Iteration 60F: 3 clusters Score -1808130 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 12635 members 
Entering Unmasked Estep 
Score: -1808132.125000 Penalty: 4792.409668
	Iteration 61Q: 3 clusters Score -1808132 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 12680 members 
Entering Unmasked Estep 
Score: -1808142.750000 Penalty: 4792.409668
	Iteration 62Q: 3 clusters Score -1808143 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 12726 members 
Entering Unmasked Estep 
Score: -1808151.000000 Penalty: 4792.409668
	Iteration 63Q: 3 clusters Score -1808151 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 12760 members 
Entering Unmasked Estep 
Score: -1808160.000000 Penalty: 4792.409668
	Iteration 64Q: 3 clusters Score -1808160 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 12794 members 
Entering Unmasked Estep 
Score: -1808167.750000 Penalty: 4792.409668
	Iteration 65Q: 3 clusters Score -1808168 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 12821 members 
Entering Unmasked Estep 
Score: -1808179.000000 Penalty: 4792.409668
	Iteration 66Q: 3 clusters Score -1808179 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 12846 members 
Entering Unmasked Estep 
Score: -1808179.125000 Penalty: 4792.409668
	Iteration 67Q: 3 clusters Score -1808179 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 12864 members 
Entering Unmasked Estep 
Score: -1808178.750000 Penalty: 4792.409668
	Iteration 68Q: 3 clusters Score -1808179 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 12887 members 
Entering Unmasked Estep 
Score: -1808182.625000 Penalty: 4792.409668
	Iteration 69Q: 3 clusters Score -1808183 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 12913 members 
Entering Unmasked Estep 
Score: -1808195.750000 Penalty: 4792.409668
	Iteration 70Q: 3 clusters Score -1808196 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 12934 members 
Entering Unmasked Estep 
Score: -1808195.875000 Penalty: 4792.409668
	Iteration 71Q: 3 clusters Score -1808196 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 12953 members 
Entering Unmasked Estep 
Score: -1808200.250000 Penalty: 4792.409668
	Iteration 72Q: 3 clusters Score -1808200 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 12971 members 
Entering Unmasked Estep 
Score: -1808201.750000 Penalty: 4792.409668
	Iteration 73Q: 3 clusters Score -1808202 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 12993 members 
Entering Unmasked Estep 
Score: -1808208.125000 Penalty: 4792.409668
	Iteration 74Q: 3 clusters Score -1808208 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 13009 members 
Entering Unmasked Estep 
Score: -1808213.000000 Penalty: 4792.409668
	Iteration 75Q: 3 clusters Score -1808213 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 13017 members 
Entering Unmasked Estep 
Score: -1808208.625000 Penalty: 4792.409668
	Iteration 76Q: 3 clusters Score -1808209 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 13022 members 
Entering Unmasked Estep 
Score: -1808211.875000 Penalty: 4792.409668
	Iteration 77Q: 3 clusters Score -1808212 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 13026 members 
Entering Unmasked Estep 
Score: -1808214.250000 Penalty: 4792.409668
	Iteration 78Q: 3 clusters Score -1808214 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 13034 members 
Entering Unmasked Estep 
Score: -1808216.625000 Penalty: 4792.409668
	Iteration 79Q: 3 clusters Score -1808217 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 13041 members 
Entering Unmasked Estep 
Score: -1808220.625000 Penalty: 4792.409668
	Iteration 80F: 3 clusters Score -1808221 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 13046 members 
Entering Unmasked Estep 
Score: -1808216.875000 Penalty: 4792.409668
	Iteration 81Q: 3 clusters Score -1808217 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 13050 members 
Entering Unmasked Estep 
Score: -1808218.500000 Penalty: 4792.409668
	Iteration 82Q: 3 clusters Score -1808218 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 13051 members 
Entering Unmasked Estep 
Score: -1808222.125000 Penalty: 4792.409668
	Iteration 83Q: 3 clusters Score -1808222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 13052 members 
Entering Unmasked Estep 
Score: -1808219.875000 Penalty: 4792.409668
	Iteration 84Q: 3 clusters Score -1808220 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 13053 members 
Entering Unmasked Estep 
Score: -1808220.375000 Penalty: 4792.409668
	Iteration 85Q: 3 clusters Score -1808220 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 13053 members 
Entering Unmasked Estep 
Score: -1808220.375000 Penalty: 4792.409668
	Iteration 86F: 3 clusters Score -1808220 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Entering Unmasked Estep 
Score: -619252.250000 Penalty: 2102.501465
	Iteration 0F: 2 clusters Score -619252.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -614845.312500 Penalty: 4205.002930
	Iteration 0F: 3 clusters Score -614845.3 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -615904.562500 Penalty: 4205.002930
	Iteration 1F: 3 clusters Score -615904.6 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -616098.937500 Penalty: 4205.002930
	Iteration 2F: 3 clusters Score -616098.9 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -616218.500000 Penalty: 4205.002930
	Iteration 3Q: 3 clusters Score -616218.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -616302.500000 Penalty: 4205.002930
	Iteration 4Q: 3 clusters Score -616302.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -616372.437500 Penalty: 4205.002930
	Iteration 5Q: 3 clusters Score -616372.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -616423.062500 Penalty: 4205.002930
	Iteration 6Q: 3 clusters Score -616423.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -616460.312500 Penalty: 4205.002930
	Iteration 7Q: 3 clusters Score -616460.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -616485.062500 Penalty: 4205.002930
	Iteration 8Q: 3 clusters Score -616485.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -616512.187500 Penalty: 4205.002930
	Iteration 9Q: 3 clusters Score -616512.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -616537.375000 Penalty: 4205.002930
	Iteration 10Q: 3 clusters Score -616537.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -616559.937500 Penalty: 4205.002930
	Iteration 11Q: 3 clusters Score -616559.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -616578.687500 Penalty: 4205.002930
	Iteration 12Q: 3 clusters Score -616578.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -616594.437500 Penalty: 4205.002930
	Iteration 13Q: 3 clusters Score -616594.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -616607.250000 Penalty: 4205.002930
	Iteration 14Q: 3 clusters Score -616607.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -616620.562500 Penalty: 4205.002930
	Iteration 15Q: 3 clusters Score -616620.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -616637.000000 Penalty: 4205.002930
	Iteration 16Q: 3 clusters Score -616637 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -616649.750000 Penalty: 4205.002930
	Iteration 17Q: 3 clusters Score -616649.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -616662.062500 Penalty: 4205.002930
	Iteration 18Q: 3 clusters Score -616662.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -616672.187500 Penalty: 4205.002930
	Iteration 19Q: 3 clusters Score -616672.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -616683.062500 Penalty: 4205.002930
	Iteration 20F: 3 clusters Score -616683.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -616691.750000 Penalty: 4205.002930
	Iteration 21Q: 3 clusters Score -616691.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -616703.812500 Penalty: 4205.002930
	Iteration 22Q: 3 clusters Score -616703.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -616708.375000 Penalty: 4205.002930
	Iteration 23Q: 3 clusters Score -616708.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -616717.187500 Penalty: 4205.002930
	Iteration 24Q: 3 clusters Score -616717.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -616727.750000 Penalty: 4205.002930
	Iteration 25Q: 3 clusters Score -616727.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -616738.750000 Penalty: 4205.002930
	Iteration 26Q: 3 clusters Score -616738.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -616755.312500 Penalty: 4205.002930
	Iteration 27Q: 3 clusters Score -616755.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -616772.250000 Penalty: 4205.002930
	Iteration 28Q: 3 clusters Score -616772.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -616790.250000 Penalty: 4205.002930
	Iteration 29Q: 3 clusters Score -616790.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -616804.125000 Penalty: 4205.002930
	Iteration 30Q: 3 clusters Score -616804.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -616822.750000 Penalty: 4205.002930
	Iteration 31Q: 3 clusters Score -616822.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -616841.125000 Penalty: 4205.002930
	Iteration 32Q: 3 clusters Score -616841.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -616859.937500 Penalty: 4205.002930
	Iteration 33Q: 3 clusters Score -616859.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -616883.937500 Penalty: 4205.002930
	Iteration 34Q: 3 clusters Score -616883.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -616912.125000 Penalty: 4205.002930
	Iteration 35Q: 3 clusters Score -616912.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -616942.500000 Penalty: 4205.002930
	Iteration 36Q: 3 clusters Score -616942.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -616977.312500 Penalty: 4205.002930
	Iteration 37Q: 3 clusters Score -616977.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -617013.062500 Penalty: 4205.002930
	Iteration 38Q: 3 clusters Score -617013.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -617051.062500 Penalty: 4205.002930
	Iteration 39Q: 3 clusters Score -617051.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -617088.562500 Penalty: 4205.002930
	Iteration 40F: 3 clusters Score -617088.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -617120.687500 Penalty: 4205.002930
	Iteration 41Q: 3 clusters Score -617120.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -617161.750000 Penalty: 4205.002930
	Iteration 42Q: 3 clusters Score -617161.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -617193.875000 Penalty: 4205.002930
	Iteration 43Q: 3 clusters Score -617193.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -617230.625000 Penalty: 4205.002930
	Iteration 44Q: 3 clusters Score -617230.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -617272.937500 Penalty: 4205.002930
	Iteration 45Q: 3 clusters Score -617272.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -617311.125000 Penalty: 4205.002930
	Iteration 46Q: 3 clusters Score -617311.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -617344.687500 Penalty: 4205.002930
	Iteration 47Q: 3 clusters Score -617344.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -617376.437500 Penalty: 4205.002930
	Iteration 48Q: 3 clusters Score -617376.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -617418.250000 Penalty: 4205.002930
	Iteration 49Q: 3 clusters Score -617418.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -617457.937500 Penalty: 4205.002930
	Iteration 50Q: 3 clusters Score -617457.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -617482.875000 Penalty: 4205.002930
	Iteration 51Q: 3 clusters Score -617482.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -617505.562500 Penalty: 4205.002930
	Iteration 52Q: 3 clusters Score -617505.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -617528.562500 Penalty: 4205.002930
	Iteration 53Q: 3 clusters Score -617528.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -617557.250000 Penalty: 4205.002930
	Iteration 54Q: 3 clusters Score -617557.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -617591.500000 Penalty: 4205.002930
	Iteration 55Q: 3 clusters Score -617591.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -617627.500000 Penalty: 4205.002930
	Iteration 56Q: 3 clusters Score -617627.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -617667.625000 Penalty: 4205.002930
	Iteration 57Q: 3 clusters Score -617667.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -617695.875000 Penalty: 4205.002930
	Iteration 58Q: 3 clusters Score -617695.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -617719.750000 Penalty: 4205.002930
	Iteration 59Q: 3 clusters Score -617719.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -617741.062500 Penalty: 4205.002930
	Iteration 60F: 3 clusters Score -617741.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -617755.250000 Penalty: 4205.002930
	Iteration 61Q: 3 clusters Score -617755.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -617773.375000 Penalty: 4205.002930
	Iteration 62Q: 3 clusters Score -617773.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -617786.687500 Penalty: 4205.002930
	Iteration 63Q: 3 clusters Score -617786.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -617805.625000 Penalty: 4205.002930
	Iteration 64Q: 3 clusters Score -617805.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -617828.875000 Penalty: 4205.002930
	Iteration 65Q: 3 clusters Score -617828.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -617850.625000 Penalty: 4205.002930
	Iteration 66Q: 3 clusters Score -617850.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -617874.875000 Penalty: 4205.002930
	Iteration 67Q: 3 clusters Score -617874.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -617902.000000 Penalty: 4205.002930
	Iteration 68Q: 3 clusters Score -617902 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -617922.875000 Penalty: 4205.002930
	Iteration 69Q: 3 clusters Score -617922.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -617954.812500 Penalty: 4205.002930
	Iteration 70Q: 3 clusters Score -617954.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -617982.500000 Penalty: 4205.002930
	Iteration 71Q: 3 clusters Score -617982.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -618018.312500 Penalty: 4205.002930
	Iteration 72Q: 3 clusters Score -618018.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -618060.125000 Penalty: 4205.002930
	Iteration 73Q: 3 clusters Score -618060.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -618114.312500 Penalty: 4205.002930
	Iteration 74Q: 3 clusters Score -618114.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -618169.250000 Penalty: 4205.002930
	Iteration 75Q: 3 clusters Score -618169.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -618222.312500 Penalty: 4205.002930
	Iteration 76Q: 3 clusters Score -618222.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -618262.000000 Penalty: 4205.002930
	Iteration 77Q: 3 clusters Score -618262 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -618302.875000 Penalty: 4205.002930
	Iteration 78Q: 3 clusters Score -618302.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -618325.000000 Penalty: 4205.002930
	Iteration 79Q: 3 clusters Score -618325 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -618339.437500 Penalty: 4205.002930
	Iteration 80F: 3 clusters Score -618339.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -618348.625000 Penalty: 4205.002930
	Iteration 81Q: 3 clusters Score -618348.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -618351.187500 Penalty: 4205.002930
	Iteration 82Q: 3 clusters Score -618351.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -618352.062500 Penalty: 4205.002930
	Iteration 83Q: 3 clusters Score -618352.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -618353.437500 Penalty: 4205.002930
	Iteration 84Q: 3 clusters Score -618353.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -618355.812500 Penalty: 4205.002930
	Iteration 85Q: 3 clusters Score -618355.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -618355.625000 Penalty: 4205.002930
	Iteration 86Q: 3 clusters Score -618355.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -618355.625000 Penalty: 4205.002930
	Iteration 87F: 3 clusters Score -618355.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (10842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10842 members 
Entering Unmasked Estep 
Score: -1312484.500000 Penalty: 2304.213379
	Iteration 0F: 2 clusters Score -1312484 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -1304391.500000 Penalty: 4608.426758
	Iteration 0F: 3 clusters Score -1304392 nChanged 4505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -1306920.625000 Penalty: 4608.426758
	Iteration 1F: 3 clusters Score -1306921 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -1307526.625000 Penalty: 4608.426758
	Iteration 2F: 3 clusters Score -1307527 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -1308256.625000 Penalty: 4608.426758
	Iteration 3F: 3 clusters Score -1308257 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -1309139.750000 Penalty: 4608.426758
	Iteration 4F: 3 clusters Score -1309140 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -1310144.500000 Penalty: 4608.426758
	Iteration 5F: 3 clusters Score -1310144 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -1311063.750000 Penalty: 4608.426758
	Iteration 6F: 3 clusters Score -1311064 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -1311726.125000 Penalty: 4608.426758
	Iteration 7F: 3 clusters Score -1311726 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -1312114.375000 Penalty: 4608.426758
	Iteration 8Q: 3 clusters Score -1312114 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -1312384.875000 Penalty: 4608.426758
	Iteration 9Q: 3 clusters Score -1312385 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -1312741.000000 Penalty: 4608.426758
	Iteration 10Q: 3 clusters Score -1312741 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -1313453.500000 Penalty: 4608.426758
	Iteration 11Q: 3 clusters Score -1313454 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -1315358.375000 Penalty: 4608.426758
	Iteration 12Q: 3 clusters Score -1315358 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -1318273.625000 Penalty: 4608.426758
	Iteration 13Q: 3 clusters Score -1318274 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -1319297.375000 Penalty: 4608.426758
	Iteration 14F: 3 clusters Score -1319297 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -1319850.000000 Penalty: 4608.426758
	Iteration 15Q: 3 clusters Score -1319850 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -1320166.500000 Penalty: 4608.426758
	Iteration 16Q: 3 clusters Score -1320166 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -1320453.500000 Penalty: 4608.426758
	Iteration 17Q: 3 clusters Score -1320454 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -1320730.875000 Penalty: 4608.426758
	Iteration 18Q: 3 clusters Score -1320731 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -1321183.750000 Penalty: 4608.426758
	Iteration 19Q: 3 clusters Score -1321184 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -1321741.000000 Penalty: 4608.426758
	Iteration 20F: 3 clusters Score -1321741 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -1322213.375000 Penalty: 4608.426758
	Iteration 21Q: 3 clusters Score -1322213 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -1322528.125000 Penalty: 4608.426758
	Iteration 22Q: 3 clusters Score -1322528 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -1322659.250000 Penalty: 4608.426758
	Iteration 23Q: 3 clusters Score -1322659 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -1322712.125000 Penalty: 4608.426758
	Iteration 24Q: 3 clusters Score -1322712 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -1322725.625000 Penalty: 4608.426758
	Iteration 25Q: 3 clusters Score -1322726 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -1322734.250000 Penalty: 4608.426758
	Iteration 26Q: 3 clusters Score -1322734 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -1322734.875000 Penalty: 4608.426758
	Iteration 27Q: 3 clusters Score -1322735 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -1322732.500000 Penalty: 4608.426758
	Iteration 28Q: 3 clusters Score -1322732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -1322731.625000 Penalty: 4608.426758
	Iteration 29Q: 3 clusters Score -1322732 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -1322731.625000 Penalty: 4608.426758
	Iteration 30F: 3 clusters Score -1322732 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 954 members 
Mstep: Class 1 contains 47084 members 
Mstep: Class 2 contains 7469 members 
Mstep: Class 3 contains 33951 members 
Mstep: Class 4 contains 2966 members 
Mstep: Class 5 contains 4173 members 
Mstep: Class 6 contains 15711 members 
Mstep: Class 7 contains 4807 members 
Mstep: Class 8 contains 3489 members 
Mstep: Class 9 contains 226649 members 
Mstep: Class 10 contains 88177 members 
Mstep: Class 11 contains 5140 members 
Mstep: Class 12 contains 61961 members 
Mstep: Class 13 contains 27890 members 
Mstep: Class 14 contains 46338 members 
Mstep: Class 15 contains 9461 members 
Mstep: Class 16 contains 25190 members 
Mstep: Class 17 contains 7948 members 
Mstep: Class 18 contains 18007 members 
Mstep: Class 19 contains 58608 members 
Mstep: Class 20 contains 52069 members 
Mstep: Class 21 contains 187232 members 
Mstep: Class 22 contains 193027 members 
Mstep: Class 23 contains 43265 members 
Mstep: Class 24 contains 9330 members 
Mstep: Class 25 contains 7353 members 
Entering Unmasked Estep 
Score: -147125984.000000 Penalty: 86725.546875
Splitting cluster 8 changes total score from -147066560.000000 to -147125984.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 10 (88177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88177 members 
Entering Unmasked Estep 
Score: -11122265.000000 Penalty: 2824.000977
	Iteration 0F: 2 clusters Score -1.112226e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44400 members 
Mstep: Class 2 contains 43777 members 
Entering Unmasked Estep 
Score: -11063023.000000 Penalty: 5648.001953
	Iteration 0F: 3 clusters Score -1.106302e+07 nChanged 41608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47950 members 
Mstep: Class 2 contains 40227 members 
Entering Unmasked Estep 
Score: -11088211.000000 Penalty: 5648.001953
	Iteration 1F: 3 clusters Score -1.108821e+07 nChanged 4782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49922 members 
Mstep: Class 2 contains 38255 members 
Entering Unmasked Estep 
Score: -11091310.000000 Penalty: 5648.001953
	Iteration 2F: 3 clusters Score -1.109131e+07 nChanged 5618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51918 members 
Mstep: Class 2 contains 36259 members 
Entering Unmasked Estep 
Score: -11096222.000000 Penalty: 5648.001953
	Iteration 3F: 3 clusters Score -1.109622e+07 nChanged 6499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53141 members 
Mstep: Class 2 contains 35036 members 
Entering Unmasked Estep 
Score: -11103509.000000 Penalty: 5648.001953
	Iteration 4F: 3 clusters Score -1.110351e+07 nChanged 7536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52493 members 
Mstep: Class 2 contains 35684 members 
Entering Unmasked Estep 
Score: -11114207.000000 Penalty: 5648.001953
	Iteration 5F: 3 clusters Score -1.111421e+07 nChanged 8307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49458 members 
Mstep: Class 2 contains 38719 members 
Entering Unmasked Estep 
Score: -11124136.000000 Penalty: 5648.001953
	Iteration 6F: 3 clusters Score -1.112414e+07 nChanged 6626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45946 members 
Mstep: Class 2 contains 42231 members 
Entering Unmasked Estep 
Score: -11129046.000000 Penalty: 5648.001953
	Iteration 7F: 3 clusters Score -1.112905e+07 nChanged 3772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43506 members 
Mstep: Class 2 contains 44671 members 
Entering Unmasked Estep 
Score: -11131054.000000 Penalty: 5648.001953
	Iteration 8Q: 3 clusters Score -1.113105e+07 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41671 members 
Mstep: Class 2 contains 46506 members 
Entering Unmasked Estep 
Score: -11132368.000000 Penalty: 5648.001953
	Iteration 9Q: 3 clusters Score -1.113237e+07 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40116 members 
Mstep: Class 2 contains 48061 members 
Entering Unmasked Estep 
Score: -11133533.000000 Penalty: 5648.001953
	Iteration 10Q: 3 clusters Score -1.113353e+07 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38602 members 
Mstep: Class 2 contains 49575 members 
Entering Unmasked Estep 
Score: -11134902.000000 Penalty: 5648.001953
	Iteration 11Q: 3 clusters Score -1.11349e+07 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37121 members 
Mstep: Class 2 contains 51056 members 
Entering Unmasked Estep 
Score: -11135953.000000 Penalty: 5648.001953
	Iteration 12Q: 3 clusters Score -1.113595e+07 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35656 members 
Mstep: Class 2 contains 52521 members 
Entering Unmasked Estep 
Score: -11136874.000000 Penalty: 5648.001953
	Iteration 13Q: 3 clusters Score -1.113687e+07 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34235 members 
Mstep: Class 2 contains 53942 members 
Entering Unmasked Estep 
Score: -11137847.000000 Penalty: 5648.001953
	Iteration 14Q: 3 clusters Score -1.113785e+07 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32994 members 
Mstep: Class 2 contains 55183 members 
Entering Unmasked Estep 
Score: -11138654.000000 Penalty: 5648.001953
	Iteration 15Q: 3 clusters Score -1.113865e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31956 members 
Mstep: Class 2 contains 56221 members 
Entering Unmasked Estep 
Score: -11139207.000000 Penalty: 5648.001953
	Iteration 16Q: 3 clusters Score -1.113921e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31220 members 
Mstep: Class 2 contains 56957 members 
Entering Unmasked Estep 
Score: -11139521.000000 Penalty: 5648.001953
	Iteration 17Q: 3 clusters Score -1.113952e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30713 members 
Mstep: Class 2 contains 57464 members 
Entering Unmasked Estep 
Score: -11139689.000000 Penalty: 5648.001953
	Iteration 18Q: 3 clusters Score -1.113969e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30349 members 
Mstep: Class 2 contains 57828 members 
Entering Unmasked Estep 
Score: -11139777.000000 Penalty: 5648.001953
	Iteration 19Q: 3 clusters Score -1.113978e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30048 members 
Mstep: Class 2 contains 58129 members 
Entering Unmasked Estep 
Score: -11139857.000000 Penalty: 5648.001953
	Iteration 20F: 3 clusters Score -1.113986e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29762 members 
Mstep: Class 2 contains 58415 members 
Entering Unmasked Estep 
Score: -11139918.000000 Penalty: 5648.001953
	Iteration 21Q: 3 clusters Score -1.113992e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29497 members 
Mstep: Class 2 contains 58680 members 
Entering Unmasked Estep 
Score: -11140025.000000 Penalty: 5648.001953
	Iteration 22Q: 3 clusters Score -1.114002e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29252 members 
Mstep: Class 2 contains 58925 members 
Entering Unmasked Estep 
Score: -11140084.000000 Penalty: 5648.001953
	Iteration 23Q: 3 clusters Score -1.114008e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28979 members 
Mstep: Class 2 contains 59198 members 
Entering Unmasked Estep 
Score: -11140233.000000 Penalty: 5648.001953
	Iteration 24Q: 3 clusters Score -1.114023e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28718 members 
Mstep: Class 2 contains 59459 members 
Entering Unmasked Estep 
Score: -11140360.000000 Penalty: 5648.001953
	Iteration 25Q: 3 clusters Score -1.114036e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28470 members 
Mstep: Class 2 contains 59707 members 
Entering Unmasked Estep 
Score: -11140486.000000 Penalty: 5648.001953
	Iteration 26Q: 3 clusters Score -1.114049e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28246 members 
Mstep: Class 2 contains 59931 members 
Entering Unmasked Estep 
Score: -11140546.000000 Penalty: 5648.001953
	Iteration 27Q: 3 clusters Score -1.114055e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28059 members 
Mstep: Class 2 contains 60118 members 
Entering Unmasked Estep 
Score: -11140628.000000 Penalty: 5648.001953
	Iteration 28Q: 3 clusters Score -1.114063e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27871 members 
Mstep: Class 2 contains 60306 members 
Entering Unmasked Estep 
Score: -11140626.000000 Penalty: 5648.001953
	Iteration 29Q: 3 clusters Score -1.114063e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27702 members 
Mstep: Class 2 contains 60475 members 
Entering Unmasked Estep 
Score: -11140659.000000 Penalty: 5648.001953
	Iteration 30Q: 3 clusters Score -1.114066e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27571 members 
Mstep: Class 2 contains 60606 members 
Entering Unmasked Estep 
Score: -11140698.000000 Penalty: 5648.001953
	Iteration 31Q: 3 clusters Score -1.11407e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27469 members 
Mstep: Class 2 contains 60708 members 
Entering Unmasked Estep 
Score: -11140715.000000 Penalty: 5648.001953
	Iteration 32Q: 3 clusters Score -1.114072e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27385 members 
Mstep: Class 2 contains 60792 members 
Entering Unmasked Estep 
Score: -11140704.000000 Penalty: 5648.001953
	Iteration 33Q: 3 clusters Score -1.11407e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27312 members 
Mstep: Class 2 contains 60865 members 
Entering Unmasked Estep 
Score: -11140730.000000 Penalty: 5648.001953
	Iteration 34Q: 3 clusters Score -1.114073e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27256 members 
Mstep: Class 2 contains 60921 members 
Entering Unmasked Estep 
Score: -11140714.000000 Penalty: 5648.001953
	Iteration 35Q: 3 clusters Score -1.114071e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27206 members 
Mstep: Class 2 contains 60971 members 
Entering Unmasked Estep 
Score: -11140731.000000 Penalty: 5648.001953
	Iteration 36Q: 3 clusters Score -1.114073e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27173 members 
Mstep: Class 2 contains 61004 members 
Entering Unmasked Estep 
Score: -11140738.000000 Penalty: 5648.001953
	Iteration 37Q: 3 clusters Score -1.114074e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27141 members 
Mstep: Class 2 contains 61036 members 
Entering Unmasked Estep 
Score: -11140742.000000 Penalty: 5648.001953
	Iteration 38Q: 3 clusters Score -1.114074e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27111 members 
Mstep: Class 2 contains 61066 members 
Entering Unmasked Estep 
Score: -11140744.000000 Penalty: 5648.001953
	Iteration 39Q: 3 clusters Score -1.114074e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27084 members 
Mstep: Class 2 contains 61093 members 
Entering Unmasked Estep 
Score: -11140737.000000 Penalty: 5648.001953
	Iteration 40F: 3 clusters Score -1.114074e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27061 members 
Mstep: Class 2 contains 61116 members 
Entering Unmasked Estep 
Score: -11140732.000000 Penalty: 5648.001953
	Iteration 41Q: 3 clusters Score -1.114073e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27046 members 
Mstep: Class 2 contains 61131 members 
Entering Unmasked Estep 
Score: -11140736.000000 Penalty: 5648.001953
	Iteration 42Q: 3 clusters Score -1.114074e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27033 members 
Mstep: Class 2 contains 61144 members 
Entering Unmasked Estep 
Score: -11140728.000000 Penalty: 5648.001953
	Iteration 43Q: 3 clusters Score -1.114073e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27026 members 
Mstep: Class 2 contains 61151 members 
Entering Unmasked Estep 
Score: -11140729.000000 Penalty: 5648.001953
	Iteration 44Q: 3 clusters Score -1.114073e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27021 members 
Mstep: Class 2 contains 61156 members 
Entering Unmasked Estep 
Score: -11140726.000000 Penalty: 5648.001953
	Iteration 45Q: 3 clusters Score -1.114073e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27017 members 
Mstep: Class 2 contains 61160 members 
Entering Unmasked Estep 
Score: -11140721.000000 Penalty: 5648.001953
	Iteration 46Q: 3 clusters Score -1.114072e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27013 members 
Mstep: Class 2 contains 61164 members 
Entering Unmasked Estep 
Score: -11140735.000000 Penalty: 5648.001953
	Iteration 47Q: 3 clusters Score -1.114074e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27009 members 
Mstep: Class 2 contains 61168 members 
Entering Unmasked Estep 
Score: -11140736.000000 Penalty: 5648.001953
	Iteration 48Q: 3 clusters Score -1.114074e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27007 members 
Mstep: Class 2 contains 61170 members 
Entering Unmasked Estep 
Score: -11140729.000000 Penalty: 5648.001953
	Iteration 49Q: 3 clusters Score -1.114073e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27006 members 
Mstep: Class 2 contains 61171 members 
Entering Unmasked Estep 
Score: -11140735.000000 Penalty: 5648.001953
	Iteration 50Q: 3 clusters Score -1.114074e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27005 members 
Mstep: Class 2 contains 61172 members 
Entering Unmasked Estep 
Score: -11140735.000000 Penalty: 5648.001953
	Iteration 51Q: 3 clusters Score -1.114074e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27005 members 
Mstep: Class 2 contains 61172 members 
Entering Unmasked Estep 
Score: -11140735.000000 Penalty: 5648.001953
	Iteration 52F: 3 clusters Score -1.114074e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 954 members 
Mstep: Class 1 contains 47084 members 
Mstep: Class 2 contains 7469 members 
Mstep: Class 3 contains 33951 members 
Mstep: Class 4 contains 2966 members 
Mstep: Class 5 contains 4173 members 
Mstep: Class 6 contains 15711 members 
Mstep: Class 7 contains 4807 members 
Mstep: Class 8 contains 3489 members 
Mstep: Class 9 contains 226649 members 
Mstep: Class 10 contains 27005 members 
Mstep: Class 11 contains 5140 members 
Mstep: Class 12 contains 61961 members 
Mstep: Class 13 contains 27890 members 
Mstep: Class 14 contains 46338 members 
Mstep: Class 15 contains 9461 members 
Mstep: Class 16 contains 25190 members 
Mstep: Class 17 contains 7948 members 
Mstep: Class 18 contains 18007 members 
Mstep: Class 19 contains 58608 members 
Mstep: Class 20 contains 52069 members 
Mstep: Class 21 contains 187232 members 
Mstep: Class 22 contains 193027 members 
Mstep: Class 23 contains 43265 members 
Mstep: Class 24 contains 9330 members 
Mstep: Class 25 contains 7353 members 
Mstep: Class 26 contains 61172 members 
Entering Unmasked Estep 
Score: -147143200.000000 Penalty: 90194.570312
Splitting cluster 10 changes total score from -147066560.000000 to -147143200.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 11 (5140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Entering Unmasked Estep 
Score: -497870.093750 Penalty: 2119.112549
	Iteration 0F: 2 clusters Score -497870.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -493607.906250 Penalty: 4238.225098
	Iteration 0F: 3 clusters Score -493607.9 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -496124.406250 Penalty: 4238.225098
	Iteration 1F: 3 clusters Score -496124.4 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -500387.968750 Penalty: 4238.225098
	Iteration 2F: 3 clusters Score -500388 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -510252.562500 Penalty: 4238.225098
	Iteration 3F: 3 clusters Score -510252.6 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -515812.906250 Penalty: 4238.225098
	Iteration 4F: 3 clusters Score -515812.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -516099.656250 Penalty: 4238.225098
	Iteration 5Q: 3 clusters Score -516099.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -516107.531250 Penalty: 4238.225098
	Iteration 6Q: 3 clusters Score -516107.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -516107.531250 Penalty: 4238.225098
	Iteration 7F: 3 clusters Score -516107.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 954 members 
Mstep: Class 1 contains 47084 members 
Mstep: Class 2 contains 7469 members 
Mstep: Class 3 contains 33951 members 
Mstep: Class 4 contains 2966 members 
Mstep: Class 5 contains 4173 members 
Mstep: Class 6 contains 15711 members 
Mstep: Class 7 contains 4807 members 
Mstep: Class 8 contains 3489 members 
Mstep: Class 9 contains 226649 members 
Mstep: Class 10 contains 27005 members 
Mstep: Class 11 contains 4327 members 
Mstep: Class 12 contains 61961 members 
Mstep: Class 13 contains 27890 members 
Mstep: Class 14 contains 46338 members 
Mstep: Class 15 contains 9461 members 
Mstep: Class 16 contains 25190 members 
Mstep: Class 17 contains 7948 members 
Mstep: Class 18 contains 18007 members 
Mstep: Class 19 contains 58608 members 
Mstep: Class 20 contains 52069 members 
Mstep: Class 21 contains 187232 members 
Mstep: Class 22 contains 193027 members 
Mstep: Class 23 contains 43265 members 
Mstep: Class 24 contains 9330 members 
Mstep: Class 25 contains 7353 members 
Mstep: Class 26 contains 61172 members 
Mstep: Class 27 contains 813 members 
Entering Unmasked Estep 
Score: -147160176.000000 Penalty: 93663.593750
Splitting cluster 11 changes total score from -147066560.000000 to -147160176.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 13 (27890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27890 members 
Entering Unmasked Estep 
Score: -3348105.000000 Penalty: 2538.533936
	Iteration 0F: 2 clusters Score -3348105 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13879 members 
Mstep: Class 2 contains 14011 members 
Entering Unmasked Estep 
Score: -3329053.000000 Penalty: 5077.067871
	Iteration 0F: 3 clusters Score -3329053 nChanged 12457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13922 members 
Mstep: Class 2 contains 13968 members 
Entering Unmasked Estep 
Score: -3336146.750000 Penalty: 5077.067871
	Iteration 1F: 3 clusters Score -3336147 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14242 members 
Mstep: Class 2 contains 13648 members 
Entering Unmasked Estep 
Score: -3337679.500000 Penalty: 5077.067871
	Iteration 2F: 3 clusters Score -3337680 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14772 members 
Mstep: Class 2 contains 13118 members 
Entering Unmasked Estep 
Score: -3340389.000000 Penalty: 5077.067871
	Iteration 3F: 3 clusters Score -3340389 nChanged 2788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15390 members 
Mstep: Class 2 contains 12500 members 
Entering Unmasked Estep 
Score: -3343984.000000 Penalty: 5077.067871
	Iteration 4F: 3 clusters Score -3343984 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15831 members 
Mstep: Class 2 contains 12059 members 
Entering Unmasked Estep 
Score: -3347197.500000 Penalty: 5077.067871
	Iteration 5F: 3 clusters Score -3347198 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15932 members 
Mstep: Class 2 contains 11958 members 
Entering Unmasked Estep 
Score: -3349206.750000 Penalty: 5077.067871
	Iteration 6F: 3 clusters Score -3349207 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15744 members 
Mstep: Class 2 contains 12146 members 
Entering Unmasked Estep 
Score: -3350726.000000 Penalty: 5077.067871
	Iteration 7F: 3 clusters Score -3350726 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15366 members 
Mstep: Class 2 contains 12524 members 
Entering Unmasked Estep 
Score: -3352340.250000 Penalty: 5077.067871
	Iteration 8Q: 3 clusters Score -3352340 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14946 members 
Mstep: Class 2 contains 12944 members 
Entering Unmasked Estep 
Score: -3354051.500000 Penalty: 5077.067871
	Iteration 9Q: 3 clusters Score -3354052 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14562 members 
Mstep: Class 2 contains 13328 members 
Entering Unmasked Estep 
Score: -3355389.750000 Penalty: 5077.067871
	Iteration 10Q: 3 clusters Score -3355390 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14365 members 
Mstep: Class 2 contains 13525 members 
Entering Unmasked Estep 
Score: -3355901.750000 Penalty: 5077.067871
	Iteration 11Q: 3 clusters Score -3355902 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14300 members 
Mstep: Class 2 contains 13590 members 
Entering Unmasked Estep 
Score: -3356061.750000 Penalty: 5077.067871
	Iteration 12Q: 3 clusters Score -3356062 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14302 members 
Mstep: Class 2 contains 13588 members 
Entering Unmasked Estep 
Score: -3356126.750000 Penalty: 5077.067871
	Iteration 13Q: 3 clusters Score -3356127 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14324 members 
Mstep: Class 2 contains 13566 members 
Entering Unmasked Estep 
Score: -3356161.250000 Penalty: 5077.067871
	Iteration 14Q: 3 clusters Score -3356161 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14347 members 
Mstep: Class 2 contains 13543 members 
Entering Unmasked Estep 
Score: -3356166.000000 Penalty: 5077.067871
	Iteration 15Q: 3 clusters Score -3356166 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14369 members 
Mstep: Class 2 contains 13521 members 
Entering Unmasked Estep 
Score: -3356182.250000 Penalty: 5077.067871
	Iteration 16Q: 3 clusters Score -3356182 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14380 members 
Mstep: Class 2 contains 13510 members 
Entering Unmasked Estep 
Score: -3356179.250000 Penalty: 5077.067871
	Iteration 17Q: 3 clusters Score -3356179 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14382 members 
Mstep: Class 2 contains 13508 members 
Entering Unmasked Estep 
Score: -3356181.250000 Penalty: 5077.067871
	Iteration 18Q: 3 clusters Score -3356181 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14388 members 
Mstep: Class 2 contains 13502 members 
Entering Unmasked Estep 
Score: -3356173.250000 Penalty: 5077.067871
	Iteration 19Q: 3 clusters Score -3356173 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14395 members 
Mstep: Class 2 contains 13495 members 
Entering Unmasked Estep 
Score: -3356180.500000 Penalty: 5077.067871
	Iteration 20F: 3 clusters Score -3356180 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14402 members 
Mstep: Class 2 contains 13488 members 
Entering Unmasked Estep 
Score: -3356184.750000 Penalty: 5077.067871
	Iteration 21Q: 3 clusters Score -3356185 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14410 members 
Mstep: Class 2 contains 13480 members 
Entering Unmasked Estep 
Score: -3356185.000000 Penalty: 5077.067871
	Iteration 22Q: 3 clusters Score -3356185 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14419 members 
Mstep: Class 2 contains 13471 members 
Entering Unmasked Estep 
Score: -3356176.750000 Penalty: 5077.067871
	Iteration 23Q: 3 clusters Score -3356177 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14430 members 
Mstep: Class 2 contains 13460 members 
Entering Unmasked Estep 
Score: -3356180.750000 Penalty: 5077.067871
	Iteration 24Q: 3 clusters Score -3356181 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14443 members 
Mstep: Class 2 contains 13447 members 
Entering Unmasked Estep 
Score: -3356192.250000 Penalty: 5077.067871
	Iteration 25Q: 3 clusters Score -3356192 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14455 members 
Mstep: Class 2 contains 13435 members 
Entering Unmasked Estep 
Score: -3356186.000000 Penalty: 5077.067871
	Iteration 26Q: 3 clusters Score -3356186 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14462 members 
Mstep: Class 2 contains 13428 members 
Entering Unmasked Estep 
Score: -3356184.750000 Penalty: 5077.067871
	Iteration 27Q: 3 clusters Score -3356185 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14467 members 
Mstep: Class 2 contains 13423 members 
Entering Unmasked Estep 
Score: -3356176.250000 Penalty: 5077.067871
	Iteration 28Q: 3 clusters Score -3356176 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14471 members 
Mstep: Class 2 contains 13419 members 
Entering Unmasked Estep 
Score: -3356179.250000 Penalty: 5077.067871
	Iteration 29Q: 3 clusters Score -3356179 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14474 members 
Mstep: Class 2 contains 13416 members 
Entering Unmasked Estep 
Score: -3356182.000000 Penalty: 5077.067871
	Iteration 30Q: 3 clusters Score -3356182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14476 members 
Mstep: Class 2 contains 13414 members 
Entering Unmasked Estep 
Score: -3356181.750000 Penalty: 5077.067871
	Iteration 31Q: 3 clusters Score -3356182 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14477 members 
Mstep: Class 2 contains 13413 members 
Entering Unmasked Estep 
Score: -3356180.500000 Penalty: 5077.067871
	Iteration 32Q: 3 clusters Score -3356180 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14478 members 
Mstep: Class 2 contains 13412 members 
Entering Unmasked Estep 
Score: -3356179.000000 Penalty: 5077.067871
	Iteration 33Q: 3 clusters Score -3356179 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14478 members 
Mstep: Class 2 contains 13412 members 
Entering Unmasked Estep 
Score: -3356179.000000 Penalty: 5077.067871
	Iteration 34F: 3 clusters Score -3356179 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 954 members 
Mstep: Class 1 contains 47084 members 
Mstep: Class 2 contains 7469 members 
Mstep: Class 3 contains 33951 members 
Mstep: Class 4 contains 2966 members 
Mstep: Class 5 contains 4173 members 
Mstep: Class 6 contains 15711 members 
Mstep: Class 7 contains 4807 members 
Mstep: Class 8 contains 3489 members 
Mstep: Class 9 contains 226649 members 
Mstep: Class 10 contains 27005 members 
Mstep: Class 11 contains 4327 members 
Mstep: Class 12 contains 61961 members 
Mstep: Class 13 contains 14478 members 
Mstep: Class 14 contains 46338 members 
Mstep: Class 15 contains 9461 members 
Mstep: Class 16 contains 25190 members 
Mstep: Class 17 contains 7948 members 
Mstep: Class 18 contains 18007 members 
Mstep: Class 19 contains 58608 members 
Mstep: Class 20 contains 52069 members 
Mstep: Class 21 contains 187232 members 
Mstep: Class 22 contains 193027 members 
Mstep: Class 23 contains 43265 members 
Mstep: Class 24 contains 9330 members 
Mstep: Class 25 contains 7353 members 
Mstep: Class 26 contains 61172 members 
Mstep: Class 27 contains 813 members 
Mstep: Class 28 contains 13412 members 
Entering Unmasked Estep 
Score: -147167456.000000 Penalty: 97132.609375
Splitting cluster 13 changes total score from -147066560.000000 to -147167456.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 14 (46338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46338 members 
Entering Unmasked Estep 
Score: -5796937.000000 Penalty: 2664.441895
	Iteration 0F: 2 clusters Score -5796937 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23087 members 
Mstep: Class 2 contains 23251 members 
Entering Unmasked Estep 
Score: -5765554.500000 Penalty: 5328.883789
	Iteration 0F: 3 clusters Score -5765554 nChanged 21486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21975 members 
Mstep: Class 2 contains 24363 members 
Entering Unmasked Estep 
Score: -5778181.000000 Penalty: 5328.883789
	Iteration 1F: 3 clusters Score -5778181 nChanged 2972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20923 members 
Mstep: Class 2 contains 25415 members 
Entering Unmasked Estep 
Score: -5780146.000000 Penalty: 5328.883789
	Iteration 2F: 3 clusters Score -5780146 nChanged 3707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19434 members 
Mstep: Class 2 contains 26904 members 
Entering Unmasked Estep 
Score: -5783178.000000 Penalty: 5328.883789
	Iteration 3F: 3 clusters Score -5783178 nChanged 4104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17886 members 
Mstep: Class 2 contains 28452 members 
Entering Unmasked Estep 
Score: -5786667.000000 Penalty: 5328.883789
	Iteration 4F: 3 clusters Score -5786667 nChanged 3635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16551 members 
Mstep: Class 2 contains 29787 members 
Entering Unmasked Estep 
Score: -5789197.000000 Penalty: 5328.883789
	Iteration 5F: 3 clusters Score -5789197 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15692 members 
Mstep: Class 2 contains 30646 members 
Entering Unmasked Estep 
Score: -5790456.000000 Penalty: 5328.883789
	Iteration 6F: 3 clusters Score -5790456 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15110 members 
Mstep: Class 2 contains 31228 members 
Entering Unmasked Estep 
Score: -5791088.500000 Penalty: 5328.883789
	Iteration 7Q: 3 clusters Score -5791088 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14653 members 
Mstep: Class 2 contains 31685 members 
Entering Unmasked Estep 
Score: -5791391.000000 Penalty: 5328.883789
	Iteration 8Q: 3 clusters Score -5791391 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14195 members 
Mstep: Class 2 contains 32143 members 
Entering Unmasked Estep 
Score: -5791604.000000 Penalty: 5328.883789
	Iteration 9Q: 3 clusters Score -5791604 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13759 members 
Mstep: Class 2 contains 32579 members 
Entering Unmasked Estep 
Score: -5791795.500000 Penalty: 5328.883789
	Iteration 10Q: 3 clusters Score -5791796 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13326 members 
Mstep: Class 2 contains 33012 members 
Entering Unmasked Estep 
Score: -5791947.500000 Penalty: 5328.883789
	Iteration 11Q: 3 clusters Score -5791948 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12900 members 
Mstep: Class 2 contains 33438 members 
Entering Unmasked Estep 
Score: -5792124.000000 Penalty: 5328.883789
	Iteration 12Q: 3 clusters Score -5792124 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12465 members 
Mstep: Class 2 contains 33873 members 
Entering Unmasked Estep 
Score: -5792296.500000 Penalty: 5328.883789
	Iteration 13Q: 3 clusters Score -5792296 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12002 members 
Mstep: Class 2 contains 34336 members 
Entering Unmasked Estep 
Score: -5792487.000000 Penalty: 5328.883789
	Iteration 14Q: 3 clusters Score -5792487 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11520 members 
Mstep: Class 2 contains 34818 members 
Entering Unmasked Estep 
Score: -5792711.000000 Penalty: 5328.883789
	Iteration 15Q: 3 clusters Score -5792711 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11026 members 
Mstep: Class 2 contains 35312 members 
Entering Unmasked Estep 
Score: -5793013.000000 Penalty: 5328.883789
	Iteration 16Q: 3 clusters Score -5793013 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10514 members 
Mstep: Class 2 contains 35824 members 
Entering Unmasked Estep 
Score: -5793320.000000 Penalty: 5328.883789
	Iteration 17Q: 3 clusters Score -5793320 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10070 members 
Mstep: Class 2 contains 36268 members 
Entering Unmasked Estep 
Score: -5793582.000000 Penalty: 5328.883789
	Iteration 18Q: 3 clusters Score -5793582 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9658 members 
Mstep: Class 2 contains 36680 members 
Entering Unmasked Estep 
Score: -5793789.000000 Penalty: 5328.883789
	Iteration 19Q: 3 clusters Score -5793789 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 37050 members 
Entering Unmasked Estep 
Score: -5793983.000000 Penalty: 5328.883789
	Iteration 20F: 3 clusters Score -5793983 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 37389 members 
Entering Unmasked Estep 
Score: -5794109.000000 Penalty: 5328.883789
	Iteration 21Q: 3 clusters Score -5794109 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 37714 members 
Entering Unmasked Estep 
Score: -5794211.000000 Penalty: 5328.883789
	Iteration 22Q: 3 clusters Score -5794211 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 38039 members 
Entering Unmasked Estep 
Score: -5794293.000000 Penalty: 5328.883789
	Iteration 23Q: 3 clusters Score -5794293 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 38358 members 
Entering Unmasked Estep 
Score: -5794399.500000 Penalty: 5328.883789
	Iteration 24Q: 3 clusters Score -5794400 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 38638 members 
Entering Unmasked Estep 
Score: -5794489.500000 Penalty: 5328.883789
	Iteration 25Q: 3 clusters Score -5794490 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 38916 members 
Entering Unmasked Estep 
Score: -5794592.000000 Penalty: 5328.883789
	Iteration 26Q: 3 clusters Score -5794592 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 39183 members 
Entering Unmasked Estep 
Score: -5794635.500000 Penalty: 5328.883789
	Iteration 27Q: 3 clusters Score -5794636 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 39401 members 
Entering Unmasked Estep 
Score: -5794703.000000 Penalty: 5328.883789
	Iteration 28Q: 3 clusters Score -5794703 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 39607 members 
Entering Unmasked Estep 
Score: -5794765.000000 Penalty: 5328.883789
	Iteration 29Q: 3 clusters Score -5794765 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 39793 members 
Entering Unmasked Estep 
Score: -5794812.500000 Penalty: 5328.883789
	Iteration 30Q: 3 clusters Score -5794812 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 39967 members 
Entering Unmasked Estep 
Score: -5794849.000000 Penalty: 5328.883789
	Iteration 31Q: 3 clusters Score -5794849 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 40125 members 
Entering Unmasked Estep 
Score: -5794905.000000 Penalty: 5328.883789
	Iteration 32Q: 3 clusters Score -5794905 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 40285 members 
Entering Unmasked Estep 
Score: -5794950.000000 Penalty: 5328.883789
	Iteration 33Q: 3 clusters Score -5794950 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 40454 members 
Entering Unmasked Estep 
Score: -5794995.500000 Penalty: 5328.883789
	Iteration 34Q: 3 clusters Score -5794996 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 40617 members 
Entering Unmasked Estep 
Score: -5795052.500000 Penalty: 5328.883789
	Iteration 35Q: 3 clusters Score -5795052 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 40769 members 
Entering Unmasked Estep 
Score: -5795120.000000 Penalty: 5328.883789
	Iteration 36Q: 3 clusters Score -5795120 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 40904 members 
Entering Unmasked Estep 
Score: -5795180.000000 Penalty: 5328.883789
	Iteration 37Q: 3 clusters Score -5795180 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 41030 members 
Entering Unmasked Estep 
Score: -5795231.500000 Penalty: 5328.883789
	Iteration 38Q: 3 clusters Score -5795232 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 41160 members 
Entering Unmasked Estep 
Score: -5795278.500000 Penalty: 5328.883789
	Iteration 39Q: 3 clusters Score -5795278 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 41276 members 
Entering Unmasked Estep 
Score: -5795336.000000 Penalty: 5328.883789
	Iteration 40F: 3 clusters Score -5795336 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 41400 members 
Entering Unmasked Estep 
Score: -5795420.000000 Penalty: 5328.883789
	Iteration 41Q: 3 clusters Score -5795420 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 41516 members 
Entering Unmasked Estep 
Score: -5795469.500000 Penalty: 5328.883789
	Iteration 42Q: 3 clusters Score -5795470 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 41623 members 
Entering Unmasked Estep 
Score: -5795551.000000 Penalty: 5328.883789
	Iteration 43Q: 3 clusters Score -5795551 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 41743 members 
Entering Unmasked Estep 
Score: -5795582.500000 Penalty: 5328.883789
	Iteration 44Q: 3 clusters Score -5795582 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 41852 members 
Entering Unmasked Estep 
Score: -5795641.000000 Penalty: 5328.883789
	Iteration 45Q: 3 clusters Score -5795641 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 41944 members 
Entering Unmasked Estep 
Score: -5795682.500000 Penalty: 5328.883789
	Iteration 46Q: 3 clusters Score -5795682 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 42030 members 
Entering Unmasked Estep 
Score: -5795734.500000 Penalty: 5328.883789
	Iteration 47Q: 3 clusters Score -5795734 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 42110 members 
Entering Unmasked Estep 
Score: -5795788.500000 Penalty: 5328.883789
	Iteration 48Q: 3 clusters Score -5795788 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 42200 members 
Entering Unmasked Estep 
Score: -5795856.500000 Penalty: 5328.883789
	Iteration 49Q: 3 clusters Score -5795856 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 42297 members 
Entering Unmasked Estep 
Score: -5795919.500000 Penalty: 5328.883789
	Iteration 50Q: 3 clusters Score -5795920 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 42386 members 
Entering Unmasked Estep 
Score: -5796026.000000 Penalty: 5328.883789
	Iteration 51Q: 3 clusters Score -5796026 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 42482 members 
Entering Unmasked Estep 
Score: -5796090.000000 Penalty: 5328.883789
	Iteration 52Q: 3 clusters Score -5796090 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 42581 members 
Entering Unmasked Estep 
Score: -5796202.000000 Penalty: 5328.883789
	Iteration 53Q: 3 clusters Score -5796202 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 42649 members 
Entering Unmasked Estep 
Score: -5796267.000000 Penalty: 5328.883789
	Iteration 54Q: 3 clusters Score -5796267 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 42724 members 
Entering Unmasked Estep 
Score: -5796332.500000 Penalty: 5328.883789
	Iteration 55Q: 3 clusters Score -5796332 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 42803 members 
Entering Unmasked Estep 
Score: -5796367.500000 Penalty: 5328.883789
	Iteration 56Q: 3 clusters Score -5796368 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 42872 members 
Entering Unmasked Estep 
Score: -5796422.000000 Penalty: 5328.883789
	Iteration 57Q: 3 clusters Score -5796422 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 42917 members 
Entering Unmasked Estep 
Score: -5796476.500000 Penalty: 5328.883789
	Iteration 58Q: 3 clusters Score -5796476 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 42947 members 
Entering Unmasked Estep 
Score: -5796493.000000 Penalty: 5328.883789
	Iteration 59Q: 3 clusters Score -5796493 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 42967 members 
Entering Unmasked Estep 
Score: -5796525.500000 Penalty: 5328.883789
	Iteration 60F: 3 clusters Score -5796526 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 42972 members 
Entering Unmasked Estep 
Score: -5796535.000000 Penalty: 5328.883789
	Iteration 61Q: 3 clusters Score -5796535 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 42986 members 
Entering Unmasked Estep 
Score: -5796534.000000 Penalty: 5328.883789
	Iteration 62Q: 3 clusters Score -5796534 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 42996 members 
Entering Unmasked Estep 
Score: -5796537.000000 Penalty: 5328.883789
	Iteration 63Q: 3 clusters Score -5796537 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 43003 members 
Entering Unmasked Estep 
Score: -5796541.500000 Penalty: 5328.883789
	Iteration 64Q: 3 clusters Score -5796542 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 43013 members 
Entering Unmasked Estep 
Score: -5796537.000000 Penalty: 5328.883789
	Iteration 65Q: 3 clusters Score -5796537 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 43020 members 
Entering Unmasked Estep 
Score: -5796542.500000 Penalty: 5328.883789
	Iteration 66Q: 3 clusters Score -5796542 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 43025 members 
Entering Unmasked Estep 
Score: -5796548.500000 Penalty: 5328.883789
	Iteration 67Q: 3 clusters Score -5796548 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 43033 members 
Entering Unmasked Estep 
Score: -5796559.000000 Penalty: 5328.883789
	Iteration 68Q: 3 clusters Score -5796559 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 43045 members 
Entering Unmasked Estep 
Score: -5796583.000000 Penalty: 5328.883789
	Iteration 69Q: 3 clusters Score -5796583 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 43047 members 
Entering Unmasked Estep 
Score: -5796571.500000 Penalty: 5328.883789
	Iteration 70Q: 3 clusters Score -5796572 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 43057 members 
Entering Unmasked Estep 
Score: -5796573.000000 Penalty: 5328.883789
	Iteration 71Q: 3 clusters Score -5796573 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 43066 members 
Entering Unmasked Estep 
Score: -5796581.500000 Penalty: 5328.883789
	Iteration 72Q: 3 clusters Score -5796582 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 43068 members 
Entering Unmasked Estep 
Score: -5796581.500000 Penalty: 5328.883789
	Iteration 73Q: 3 clusters Score -5796582 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 43069 members 
Entering Unmasked Estep 
Score: -5796582.000000 Penalty: 5328.883789
	Iteration 74Q: 3 clusters Score -5796582 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 43068 members 
Entering Unmasked Estep 
Score: -5796582.500000 Penalty: 5328.883789
	Iteration 75Q: 3 clusters Score -5796582 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 43070 members 
Entering Unmasked Estep 
Score: -5796577.000000 Penalty: 5328.883789
	Iteration 76Q: 3 clusters Score -5796577 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 43071 members 
Entering Unmasked Estep 
Score: -5796581.500000 Penalty: 5328.883789
	Iteration 77Q: 3 clusters Score -5796582 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 43069 members 
Entering Unmasked Estep 
Score: -5796582.500000 Penalty: 5328.883789
	Iteration 78Q: 3 clusters Score -5796582 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 43069 members 
Entering Unmasked Estep 
Score: -5796582.500000 Penalty: 5328.883789
	Iteration 79F: 3 clusters Score -5796582 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (25190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25190 members 
Entering Unmasked Estep 
Score: -3207928.000000 Penalty: 2513.281982
	Iteration 0F: 2 clusters Score -3207928 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12669 members 
Mstep: Class 2 contains 12521 members 
Entering Unmasked Estep 
Score: -3190475.500000 Penalty: 5026.563965
	Iteration 0F: 3 clusters Score -3190476 nChanged 11359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13092 members 
Mstep: Class 2 contains 12098 members 
Entering Unmasked Estep 
Score: -3196545.750000 Penalty: 5026.563965
	Iteration 1F: 3 clusters Score -3196546 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13397 members 
Mstep: Class 2 contains 11793 members 
Entering Unmasked Estep 
Score: -3197020.750000 Penalty: 5026.563965
	Iteration 2F: 3 clusters Score -3197021 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13841 members 
Mstep: Class 2 contains 11349 members 
Entering Unmasked Estep 
Score: -3197507.000000 Penalty: 5026.563965
	Iteration 3Q: 3 clusters Score -3197507 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14486 members 
Mstep: Class 2 contains 10704 members 
Entering Unmasked Estep 
Score: -3198080.750000 Penalty: 5026.563965
	Iteration 4Q: 3 clusters Score -3198081 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15343 members 
Mstep: Class 2 contains 9847 members 
Entering Unmasked Estep 
Score: -3198805.250000 Penalty: 5026.563965
	Iteration 5F: 3 clusters Score -3198805 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16432 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -3199627.750000 Penalty: 5026.563965
	Iteration 6F: 3 clusters Score -3199628 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17715 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -3200636.000000 Penalty: 5026.563965
	Iteration 7F: 3 clusters Score -3200636 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19174 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -3201844.000000 Penalty: 5026.563965
	Iteration 8F: 3 clusters Score -3201844 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20601 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -3203040.000000 Penalty: 5026.563965
	Iteration 9F: 3 clusters Score -3203040 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21859 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -3204157.250000 Penalty: 5026.563965
	Iteration 10F: 3 clusters Score -3204157 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22817 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -3205023.000000 Penalty: 5026.563965
	Iteration 11Q: 3 clusters Score -3205023 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23449 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -3205585.000000 Penalty: 5026.563965
	Iteration 12Q: 3 clusters Score -3205585 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23862 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -3205968.500000 Penalty: 5026.563965
	Iteration 13Q: 3 clusters Score -3205968 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24111 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -3206213.500000 Penalty: 5026.563965
	Iteration 14Q: 3 clusters Score -3206214 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24246 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -3206338.000000 Penalty: 5026.563965
	Iteration 15Q: 3 clusters Score -3206338 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24322 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -3206401.250000 Penalty: 5026.563965
	Iteration 16Q: 3 clusters Score -3206401 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24375 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -3206445.250000 Penalty: 5026.563965
	Iteration 17Q: 3 clusters Score -3206445 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24408 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -3206473.000000 Penalty: 5026.563965
	Iteration 18Q: 3 clusters Score -3206473 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24433 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -3206493.500000 Penalty: 5026.563965
	Iteration 19Q: 3 clusters Score -3206494 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24447 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -3206504.500000 Penalty: 5026.563965
	Iteration 20F: 3 clusters Score -3206504 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24468 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -3206519.750000 Penalty: 5026.563965
	Iteration 21Q: 3 clusters Score -3206520 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24486 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -3206535.000000 Penalty: 5026.563965
	Iteration 22Q: 3 clusters Score -3206535 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24504 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -3206557.250000 Penalty: 5026.563965
	Iteration 23Q: 3 clusters Score -3206557 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24516 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -3206568.000000 Penalty: 5026.563965
	Iteration 24Q: 3 clusters Score -3206568 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24527 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -3206575.000000 Penalty: 5026.563965
	Iteration 25Q: 3 clusters Score -3206575 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24531 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -3206577.000000 Penalty: 5026.563965
	Iteration 26Q: 3 clusters Score -3206577 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24534 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -3206581.750000 Penalty: 5026.563965
	Iteration 27Q: 3 clusters Score -3206582 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24538 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -3206585.500000 Penalty: 5026.563965
	Iteration 28Q: 3 clusters Score -3206586 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24544 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -3206585.750000 Penalty: 5026.563965
	Iteration 29Q: 3 clusters Score -3206586 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24546 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -3206587.250000 Penalty: 5026.563965
	Iteration 30Q: 3 clusters Score -3206587 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24547 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -3206588.500000 Penalty: 5026.563965
	Iteration 31Q: 3 clusters Score -3206588 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24547 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -3206588.500000 Penalty: 5026.563965
	Iteration 32F: 3 clusters Score -3206588 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (7948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Entering Unmasked Estep 
Score: -945475.937500 Penalty: 2227.207520
	Iteration 0F: 2 clusters Score -945475.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -939142.125000 Penalty: 4454.415039
	Iteration 0F: 3 clusters Score -939142.1 nChanged 3291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -941136.187500 Penalty: 4454.415039
	Iteration 1F: 3 clusters Score -941136.2 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -941956.875000 Penalty: 4454.415039
	Iteration 2F: 3 clusters Score -941956.9 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -943301.125000 Penalty: 4454.415039
	Iteration 3F: 3 clusters Score -943301.1 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -944930.437500 Penalty: 4454.415039
	Iteration 4F: 3 clusters Score -944930.4 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -946353.437500 Penalty: 4454.415039
	Iteration 5F: 3 clusters Score -946353.4 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -947158.250000 Penalty: 4454.415039
	Iteration 6F: 3 clusters Score -947158.2 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -947628.562500 Penalty: 4454.415039
	Iteration 7Q: 3 clusters Score -947628.6 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -947850.062500 Penalty: 4454.415039
	Iteration 8Q: 3 clusters Score -947850.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -947962.062500 Penalty: 4454.415039
	Iteration 9Q: 3 clusters Score -947962.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -948029.062500 Penalty: 4454.415039
	Iteration 10Q: 3 clusters Score -948029.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -948081.375000 Penalty: 4454.415039
	Iteration 11Q: 3 clusters Score -948081.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -948127.437500 Penalty: 4454.415039
	Iteration 12Q: 3 clusters Score -948127.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -948156.125000 Penalty: 4454.415039
	Iteration 13Q: 3 clusters Score -948156.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -948175.750000 Penalty: 4454.415039
	Iteration 14Q: 3 clusters Score -948175.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -948191.000000 Penalty: 4454.415039
	Iteration 15Q: 3 clusters Score -948191 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -948200.500000 Penalty: 4454.415039
	Iteration 16Q: 3 clusters Score -948200.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -948206.312500 Penalty: 4454.415039
	Iteration 17Q: 3 clusters Score -948206.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -948213.062500 Penalty: 4454.415039
	Iteration 18Q: 3 clusters Score -948213.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -948219.812500 Penalty: 4454.415039
	Iteration 19Q: 3 clusters Score -948219.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -948225.125000 Penalty: 4454.415039
	Iteration 20F: 3 clusters Score -948225.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -948225.687500 Penalty: 4454.415039
	Iteration 21Q: 3 clusters Score -948225.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -948226.250000 Penalty: 4454.415039
	Iteration 22Q: 3 clusters Score -948226.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -948226.250000 Penalty: 4454.415039
	Iteration 23F: 3 clusters Score -948226.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 954 members 
Mstep: Class 1 contains 47084 members 
Mstep: Class 2 contains 7469 members 
Mstep: Class 3 contains 33951 members 
Mstep: Class 4 contains 2966 members 
Mstep: Class 5 contains 4173 members 
Mstep: Class 6 contains 15711 members 
Mstep: Class 7 contains 4807 members 
Mstep: Class 8 contains 3489 members 
Mstep: Class 9 contains 226649 members 
Mstep: Class 10 contains 27005 members 
Mstep: Class 11 contains 4327 members 
Mstep: Class 12 contains 61961 members 
Mstep: Class 13 contains 14478 members 
Mstep: Class 14 contains 46338 members 
Mstep: Class 15 contains 9461 members 
Mstep: Class 16 contains 25190 members 
Mstep: Class 17 contains 3593 members 
Mstep: Class 18 contains 18007 members 
Mstep: Class 19 contains 58608 members 
Mstep: Class 20 contains 52069 members 
Mstep: Class 21 contains 187232 members 
Mstep: Class 22 contains 193027 members 
Mstep: Class 23 contains 43265 members 
Mstep: Class 24 contains 9330 members 
Mstep: Class 25 contains 7353 members 
Mstep: Class 26 contains 61172 members 
Mstep: Class 27 contains 813 members 
Mstep: Class 28 contains 13412 members 
Mstep: Class 29 contains 4355 members 
Entering Unmasked Estep 
Score: -147169424.000000 Penalty: 100601.632812
Splitting cluster 17 changes total score from -147066560.000000 to -147169424.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 18 (18007 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18007 members 
Entering Unmasked Estep 
Score: -2261212.500000 Penalty: 2430.031982
	Iteration 0F: 2 clusters Score -2261212 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 9089 members 
Entering Unmasked Estep 
Score: -2251549.000000 Penalty: 4860.063965
	Iteration 0F: 3 clusters Score -2251549 nChanged 8576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 10699 members 
Entering Unmasked Estep 
Score: -2288478.000000 Penalty: 4860.063965
	Iteration 1F: 3 clusters Score -2288478 nChanged 3888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 12839 members 
Entering Unmasked Estep 
Score: -2310569.250000 Penalty: 4860.063965
	Iteration 2F: 3 clusters Score -2310569 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 13582 members 
Entering Unmasked Estep 
Score: -2317206.750000 Penalty: 4860.063965
	Iteration 3F: 3 clusters Score -2317207 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 13845 members 
Entering Unmasked Estep 
Score: -2318979.000000 Penalty: 4860.063965
	Iteration 4Q: 3 clusters Score -2318979 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 13889 members 
Entering Unmasked Estep 
Score: -2321243.000000 Penalty: 4860.063965
	Iteration 5Q: 3 clusters Score -2321243 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 13926 members 
Entering Unmasked Estep 
Score: -2321814.000000 Penalty: 4860.063965
	Iteration 6Q: 3 clusters Score -2321814 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 13988 members 
Entering Unmasked Estep 
Score: -2321926.750000 Penalty: 4860.063965
	Iteration 7Q: 3 clusters Score -2321927 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 14034 members 
Entering Unmasked Estep 
Score: -2321959.750000 Penalty: 4860.063965
	Iteration 8Q: 3 clusters Score -2321960 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 14072 members 
Entering Unmasked Estep 
Score: -2322270.000000 Penalty: 4860.063965
	Iteration 9Q: 3 clusters Score -2322270 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 14101 members 
Entering Unmasked Estep 
Score: -2321995.000000 Penalty: 4860.063965
	Iteration 10Q: 3 clusters Score -2321995 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 14099 members 
Entering Unmasked Estep 
Score: -2322211.000000 Penalty: 4860.063965
	Iteration 11Q: 3 clusters Score -2322211 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 14111 members 
Entering Unmasked Estep 
Score: -2322095.750000 Penalty: 4860.063965
	Iteration 12Q: 3 clusters Score -2322096 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 14110 members 
Entering Unmasked Estep 
Score: -2322173.000000 Penalty: 4860.063965
	Iteration 13Q: 3 clusters Score -2322173 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 14108 members 
Entering Unmasked Estep 
Score: -2322319.250000 Penalty: 4860.063965
	Iteration 14Q: 3 clusters Score -2322319 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 14112 members 
Entering Unmasked Estep 
Score: -2321797.250000 Penalty: 4860.063965
	Iteration 15Q: 3 clusters Score -2321797 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 14095 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -2321732 nChanged 15
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Mstep: Class 2 contains 14088 members 
Entering Unmasked Estep 
Score: -2321501.750000 Penalty: 4860.063965
	Iteration 17Q: 3 clusters Score -2321502 nChanged 20
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Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -2322151 nChanged 52
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Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -2322264 nChanged 20
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Mstep: Class 2 contains 14112 members 
Entering Unmasked Estep 
Score: -2322121.250000 Penalty: 4860.063965
	Iteration 20F: 3 clusters Score -2322121 nChanged 21
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Mstep: Class 1 contains 3902 members 
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Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -2322230 nChanged 41
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Mstep: Class 2 contains 14090 members 
Entering Unmasked Estep 
Score: -2322408.250000 Penalty: 4860.063965
	Iteration 22Q: 3 clusters Score -2322408 nChanged 40
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Entering Unmasked Estep 
Score: -2322614.750000 Penalty: 4860.063965
	Iteration 23Q: 3 clusters Score -2322615 nChanged 49
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Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -2322710 nChanged 55
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Entering Unmasked Estep 
Score: -2322966.750000 Penalty: 4860.063965
	Iteration 25Q: 3 clusters Score -2322967 nChanged 34
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Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 14052 members 
Entering Unmasked Estep 
Score: -2322813.750000 Penalty: 4860.063965
	Iteration 26Q: 3 clusters Score -2322814 nChanged 18
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Mstep: Class 1 contains 3951 members 
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Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -2322888 nChanged 30
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Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -2322344 nChanged 40
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Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -2323040 nChanged 30
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Entering Unmasked Estep 
Score: -2322923.500000 Penalty: 4860.063965
	Iteration 30Q: 3 clusters Score -2322924 nChanged 22
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Entering Unmasked Estep 
Score: -2323062.250000 Penalty: 4860.063965
	Iteration 31Q: 3 clusters Score -2323062 nChanged 19
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Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -2323040 nChanged 11
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Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -2322917 nChanged 18
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Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -2323043 nChanged 19
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Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -2322829 nChanged 21
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Entering Unmasked Estep 
Score: -2322804.500000 Penalty: 4860.063965
	Iteration 36Q: 3 clusters Score -2322804 nChanged 23
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Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -2322558 nChanged 23
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Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -2322602 nChanged 21
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Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -2322872 nChanged 25
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Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -2322913 nChanged 34
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Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -2322872 nChanged 34
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Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -2322916 nChanged 21
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Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -2322866 nChanged 23
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -2323008 nChanged 18
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Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -2322797 nChanged 17
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Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -2322761 nChanged 23
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Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -2322729 nChanged 21
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Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -2322940 nChanged 19
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Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -2322806 nChanged 18
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Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -2322943 nChanged 27
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Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -2322724 nChanged 15
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Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -2322867 nChanged 18
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Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -2322285 nChanged 34
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	Iteration 55Q: 3 clusters Score -2322906 nChanged 26
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	Iteration 56Q: 3 clusters Score -2322896 nChanged 16
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Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -2322995 nChanged 17
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	Iteration 58Q: 3 clusters Score -2323018 nChanged 18
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Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -2322826 nChanged 29
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Entering Unmasked Estep 
Score: -2322548.250000 Penalty: 4860.063965
	Iteration 60F: 3 clusters Score -2322548 nChanged 27
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Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -2322762 nChanged 21
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Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -2322942 nChanged 23
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Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -2322598 nChanged 11
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	Iteration 64Q: 3 clusters Score -2323044 nChanged 16
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	Iteration 65Q: 3 clusters Score -2322949 nChanged 18
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	Iteration 66Q: 3 clusters Score -2322180 nChanged 26
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	Iteration 67Q: 3 clusters Score -2322803 nChanged 29
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	Iteration 68Q: 3 clusters Score -2322955 nChanged 25
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	Iteration 69Q: 3 clusters Score -2322972 nChanged 28
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	Iteration 70Q: 3 clusters Score -2322625 nChanged 33
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	Iteration 71Q: 3 clusters Score -2322974 nChanged 37
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	Iteration 72Q: 3 clusters Score -2322404 nChanged 34
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	Iteration 73Q: 3 clusters Score -2322783 nChanged 28
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	Iteration 74Q: 3 clusters Score -2322884 nChanged 22
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	Iteration 75Q: 3 clusters Score -2322167 nChanged 39
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	Iteration 76Q: 3 clusters Score -2322940 nChanged 44
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	Iteration 77Q: 3 clusters Score -2322849 nChanged 25
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	Iteration 78Q: 3 clusters Score -2322989 nChanged 13
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	Iteration 79Q: 3 clusters Score -2322984 nChanged 16
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	Iteration 80F: 3 clusters Score -2323013 nChanged 17
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	Iteration 81Q: 3 clusters Score -2322934 nChanged 19
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	Iteration 82Q: 3 clusters Score -2322958 nChanged 17
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	Iteration 83Q: 3 clusters Score -2322963 nChanged 18
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	Iteration 84Q: 3 clusters Score -2322937 nChanged 16
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	Iteration 85Q: 3 clusters Score -2322980 nChanged 15
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	Iteration 86Q: 3 clusters Score -2322944 nChanged 20
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	Iteration 87Q: 3 clusters Score -2322463 nChanged 25
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	Iteration 88Q: 3 clusters Score -2322560 nChanged 30
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	Iteration 89Q: 3 clusters Score -2322949 nChanged 37
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	Iteration 90Q: 3 clusters Score -2322585 nChanged 34
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	Iteration 91Q: 3 clusters Score -2322663 nChanged 15
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	Iteration 92Q: 3 clusters Score -2322933 nChanged 21
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	Iteration 93Q: 3 clusters Score -2322868 nChanged 20
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	Iteration 94Q: 3 clusters Score -2322970 nChanged 13
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	Iteration 95Q: 3 clusters Score -2322962 nChanged 14
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	Iteration 96Q: 3 clusters Score -2322956 nChanged 19
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	Iteration 97Q: 3 clusters Score -2322970 nChanged 12
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	Iteration 98Q: 3 clusters Score -2322930 nChanged 20
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	Iteration 99Q: 3 clusters Score -2322722 nChanged 22
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	Iteration 100F: 3 clusters Score -2323022 nChanged 29
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	Iteration 101Q: 3 clusters Score -2322450 nChanged 40
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	Iteration 102Q: 3 clusters Score -2322729 nChanged 19
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	Iteration 103Q: 3 clusters Score -2322466 nChanged 26
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	Iteration 104Q: 3 clusters Score -2322859 nChanged 42
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	Iteration 105Q: 3 clusters Score -2322927 nChanged 20
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	Iteration 106Q: 3 clusters Score -2322773 nChanged 27
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	Iteration 107Q: 3 clusters Score -2322694 nChanged 30
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Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -2322934 nChanged 20
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	Iteration 119Q: 3 clusters Score -2322966 nChanged 20
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	Iteration 120F: 3 clusters Score -2322816 nChanged 16
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	Iteration 127Q: 3 clusters Score -2322869 nChanged 9
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	Iteration 171Q: 3 clusters Score -2322989 nChanged 4
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	Iteration 189Q: 3 clusters Score -2322904 nChanged 14
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	Iteration 207Q: 3 clusters Score -2322657 nChanged 20
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	Iteration 208Q: 3 clusters Score -2322923 nChanged 15
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	Iteration 209Q: 3 clusters Score -2322938 nChanged 12
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	Iteration 211Q: 3 clusters Score -2322560 nChanged 31
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	Iteration 213Q: 3 clusters Score -2322586 nChanged 24
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	Iteration 217Q: 3 clusters Score -2322764 nChanged 23
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	Iteration 220F: 3 clusters Score -2322502 nChanged 27
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	Iteration 225Q: 3 clusters Score -2322441 nChanged 33
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	Iteration 226Q: 3 clusters Score -2322941 nChanged 26
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	Iteration 250Q: 3 clusters Score -2323044 nChanged 12
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	Iteration 254Q: 3 clusters Score -2322816 nChanged 11
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	Iteration 255Q: 3 clusters Score -2322912 nChanged 17
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	Iteration 257Q: 3 clusters Score -2323049 nChanged 17
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	Iteration 259Q: 3 clusters Score -2322870 nChanged 19
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	Iteration 260F: 3 clusters Score -2322737 nChanged 29
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	Iteration 264Q: 3 clusters Score -2322978 nChanged 33
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	Iteration 269Q: 3 clusters Score -2322999 nChanged 8
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	Iteration 270Q: 3 clusters Score -2322986 nChanged 22
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	Iteration 271Q: 3 clusters Score -2322970 nChanged 17
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	Iteration 272Q: 3 clusters Score -2322940 nChanged 17
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	Iteration 273Q: 3 clusters Score -2322816 nChanged 17
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	Iteration 275Q: 3 clusters Score -2322807 nChanged 40
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	Iteration 276Q: 3 clusters Score -2322939 nChanged 30
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	Iteration 277Q: 3 clusters Score -2322979 nChanged 14
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	Iteration 279Q: 3 clusters Score -2322989 nChanged 24
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	Iteration 280F: 3 clusters Score -2322907 nChanged 20
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	Iteration 281Q: 3 clusters Score -2322961 nChanged 15
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	Iteration 282Q: 3 clusters Score -2322913 nChanged 14
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	Iteration 284Q: 3 clusters Score -2322922 nChanged 18
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	Iteration 293Q: 3 clusters Score -2322834 nChanged 20
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	Iteration 294Q: 3 clusters Score -2322964 nChanged 19
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	Iteration 297Q: 3 clusters Score -2322922 nChanged 18
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	Iteration 308Q: 3 clusters Score -2322479 nChanged 40
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	Iteration 310Q: 3 clusters Score -2322932 nChanged 19
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	Iteration 314Q: 3 clusters Score -2322986 nChanged 16
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	Iteration 316Q: 3 clusters Score -2322881 nChanged 20
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	Iteration 317Q: 3 clusters Score -2322609 nChanged 26
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	Iteration 340F: 3 clusters Score -2322993 nChanged 24
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	Iteration 343Q: 3 clusters Score -2322747 nChanged 32
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	Iteration 344Q: 3 clusters Score -2322885 nChanged 39
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	Iteration 349Q: 3 clusters Score -2322188 nChanged 30
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	Iteration 357Q: 3 clusters Score -2322941 nChanged 16
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	Iteration 362Q: 3 clusters Score -2323009 nChanged 24
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	Iteration 365Q: 3 clusters Score -2323006 nChanged 15
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	Iteration 366Q: 3 clusters Score -2322933 nChanged 16
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	Iteration 367Q: 3 clusters Score -2323020 nChanged 9
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	Iteration 378Q: 3 clusters Score -2322908 nChanged 23
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	Iteration 382Q: 3 clusters Score -2322920 nChanged 18
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Entering Unmasked Estep 
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Mstep: Class 2 contains 14062 members 
Entering Unmasked Estep 
Score: -2322937.750000 Penalty: 4860.063965
	Iteration 480F: 3 clusters Score -2322938 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 14075 members 
Entering Unmasked Estep 
Score: -2322565.000000 Penalty: 4860.063965
	Iteration 481Q: 3 clusters Score -2322565 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 14066 members 
Entering Unmasked Estep 
Score: -2323018.750000 Penalty: 4860.063965
	Iteration 482Q: 3 clusters Score -2323019 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 14067 members 
Entering Unmasked Estep 
Score: -2322923.250000 Penalty: 4860.063965
	Iteration 483Q: 3 clusters Score -2322923 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 14071 members 
Entering Unmasked Estep 
Score: -2322926.750000 Penalty: 4860.063965
	Iteration 484Q: 3 clusters Score -2322927 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 14067 members 
Entering Unmasked Estep 
Score: -2322888.750000 Penalty: 4860.063965
	Iteration 485Q: 3 clusters Score -2322889 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 14065 members 
Entering Unmasked Estep 
Score: -2322964.500000 Penalty: 4860.063965
	Iteration 486Q: 3 clusters Score -2322964 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 14077 members 
Entering Unmasked Estep 
Score: -2322614.000000 Penalty: 4860.063965
	Iteration 487Q: 3 clusters Score -2322614 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 14058 members 
Entering Unmasked Estep 
Score: -2323049.000000 Penalty: 4860.063965
	Iteration 488Q: 3 clusters Score -2323049 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 14071 members 
Entering Unmasked Estep 
Score: -2322670.250000 Penalty: 4860.063965
	Iteration 489Q: 3 clusters Score -2322670 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 14069 members 
Entering Unmasked Estep 
Score: -2322929.250000 Penalty: 4860.063965
	Iteration 490Q: 3 clusters Score -2322929 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 14063 members 
Entering Unmasked Estep 
Score: -2322815.250000 Penalty: 4860.063965
	Iteration 491Q: 3 clusters Score -2322815 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 14062 members 
Entering Unmasked Estep 
Score: -2322885.000000 Penalty: 4860.063965
	Iteration 492Q: 3 clusters Score -2322885 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 14063 members 
Entering Unmasked Estep 
Score: -2322906.000000 Penalty: 4860.063965
	Iteration 493Q: 3 clusters Score -2322906 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 14060 members 
Entering Unmasked Estep 
Score: -2322452.500000 Penalty: 4860.063965
	Iteration 494Q: 3 clusters Score -2322452 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 14051 members 
Entering Unmasked Estep 
Score: -2322374.000000 Penalty: 4860.063965
	Iteration 495Q: 3 clusters Score -2322374 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 14049 members 
Entering Unmasked Estep 
Score: -2322781.000000 Penalty: 4860.063965
	Iteration 496Q: 3 clusters Score -2322781 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 14054 members 
Entering Unmasked Estep 
Score: -2322938.250000 Penalty: 4860.063965
	Iteration 497Q: 3 clusters Score -2322938 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 14057 members 
Entering Unmasked Estep 
Score: -2322894.000000 Penalty: 4860.063965
	Iteration 498Q: 3 clusters Score -2322894 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 14059 members 
Entering Unmasked Estep 
Score: -2323039.250000 Penalty: 4860.063965
	Iteration 499Q: 3 clusters Score -2323039 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 14063 members 
Entering Unmasked Estep 
Score: -2322964.500000 Penalty: 4860.063965
	Iteration 500F: 3 clusters Score -2322964 nChanged 14
Maximum iterations exceeded
Entering Unmasked Mstep 
Mstep: Class 0 contains 954 members 
Mstep: Class 1 contains 47084 members 
Mstep: Class 2 contains 7469 members 
Mstep: Class 3 contains 33951 members 
Mstep: Class 4 contains 2966 members 
Mstep: Class 5 contains 4173 members 
Mstep: Class 6 contains 15711 members 
Mstep: Class 7 contains 4807 members 
Mstep: Class 8 contains 3489 members 
Mstep: Class 9 contains 226649 members 
Mstep: Class 10 contains 27005 members 
Mstep: Class 11 contains 4327 members 
Mstep: Class 12 contains 61961 members 
Mstep: Class 13 contains 14478 members 
Mstep: Class 14 contains 46338 members 
Mstep: Class 15 contains 9461 members 
Mstep: Class 16 contains 25190 members 
Mstep: Class 17 contains 3593 members 
Mstep: Class 18 contains 3950 members 
Mstep: Class 19 contains 58608 members 
Mstep: Class 20 contains 52069 members 
Mstep: Class 21 contains 187232 members 
Mstep: Class 22 contains 193027 members 
Mstep: Class 23 contains 43265 members 
Mstep: Class 24 contains 9330 members 
Mstep: Class 25 contains 7353 members 
Mstep: Class 26 contains 61172 members 
Mstep: Class 27 contains 813 members 
Mstep: Class 28 contains 13412 members 
Mstep: Class 29 contains 4355 members 
Mstep: Class 30 contains 14057 members 
Entering Unmasked Estep 
Score: -147232688.000000 Penalty: 104070.656250
Splitting cluster 18 changes total score from -147066560.000000 to -147232688.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 19 (58608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58608 members 
Entering Unmasked Estep 
Score: -6847157.500000 Penalty: 2722.699219
	Iteration 0F: 2 clusters Score -6847158 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29330 members 
Mstep: Class 2 contains 29278 members 
Entering Unmasked Estep 
Score: -6807635.500000 Penalty: 5445.398438
	Iteration 0F: 3 clusters Score -6807636 nChanged 27454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28900 members 
Mstep: Class 2 contains 29708 members 
Entering Unmasked Estep 
Score: -6824873.500000 Penalty: 5445.398438
	Iteration 1F: 3 clusters Score -6824874 nChanged 3885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28245 members 
Mstep: Class 2 contains 30363 members 
Entering Unmasked Estep 
Score: -6827476.500000 Penalty: 5445.398438
	Iteration 2F: 3 clusters Score -6827476 nChanged 4290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26913 members 
Mstep: Class 2 contains 31695 members 
Entering Unmasked Estep 
Score: -6830722.500000 Penalty: 5445.398438
	Iteration 3F: 3 clusters Score -6830722 nChanged 4609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25066 members 
Mstep: Class 2 contains 33542 members 
Entering Unmasked Estep 
Score: -6834142.000000 Penalty: 5445.398438
	Iteration 4F: 3 clusters Score -6834142 nChanged 4369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22977 members 
Mstep: Class 2 contains 35631 members 
Entering Unmasked Estep 
Score: -6837338.500000 Penalty: 5445.398438
	Iteration 5F: 3 clusters Score -6837338 nChanged 3898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20967 members 
Mstep: Class 2 contains 37641 members 
Entering Unmasked Estep 
Score: -6839868.000000 Penalty: 5445.398438
	Iteration 6F: 3 clusters Score -6839868 nChanged 3232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19087 members 
Mstep: Class 2 contains 39521 members 
Entering Unmasked Estep 
Score: -6841794.000000 Penalty: 5445.398438
	Iteration 7F: 3 clusters Score -6841794 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17377 members 
Mstep: Class 2 contains 41231 members 
Entering Unmasked Estep 
Score: -6843275.000000 Penalty: 5445.398438
	Iteration 8Q: 3 clusters Score -6843275 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15779 members 
Mstep: Class 2 contains 42829 members 
Entering Unmasked Estep 
Score: -6844558.500000 Penalty: 5445.398438
	Iteration 9Q: 3 clusters Score -6844558 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14374 members 
Mstep: Class 2 contains 44234 members 
Entering Unmasked Estep 
Score: -6845592.500000 Penalty: 5445.398438
	Iteration 10Q: 3 clusters Score -6845592 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13202 members 
Mstep: Class 2 contains 45406 members 
Entering Unmasked Estep 
Score: -6846379.000000 Penalty: 5445.398438
	Iteration 11Q: 3 clusters Score -6846379 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12276 members 
Mstep: Class 2 contains 46332 members 
Entering Unmasked Estep 
Score: -6846989.500000 Penalty: 5445.398438
	Iteration 12Q: 3 clusters Score -6846990 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11500 members 
Mstep: Class 2 contains 47108 members 
Entering Unmasked Estep 
Score: -6847386.500000 Penalty: 5445.398438
	Iteration 13Q: 3 clusters Score -6847386 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10848 members 
Mstep: Class 2 contains 47760 members 
Entering Unmasked Estep 
Score: -6847673.000000 Penalty: 5445.398438
	Iteration 14Q: 3 clusters Score -6847673 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10291 members 
Mstep: Class 2 contains 48317 members 
Entering Unmasked Estep 
Score: -6847892.000000 Penalty: 5445.398438
	Iteration 15Q: 3 clusters Score -6847892 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 48775 members 
Entering Unmasked Estep 
Score: -6848007.000000 Penalty: 5445.398438
	Iteration 16Q: 3 clusters Score -6848007 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 49183 members 
Entering Unmasked Estep 
Score: -6848090.000000 Penalty: 5445.398438
	Iteration 17Q: 3 clusters Score -6848090 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 49554 members 
Entering Unmasked Estep 
Score: -6848221.500000 Penalty: 5445.398438
	Iteration 18Q: 3 clusters Score -6848222 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 49873 members 
Entering Unmasked Estep 
Score: -6848246.500000 Penalty: 5445.398438
	Iteration 19Q: 3 clusters Score -6848246 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 50152 members 
Entering Unmasked Estep 
Score: -6848300.000000 Penalty: 5445.398438
	Iteration 20F: 3 clusters Score -6848300 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 50392 members 
Entering Unmasked Estep 
Score: -6848349.000000 Penalty: 5445.398438
	Iteration 21Q: 3 clusters Score -6848349 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 50621 members 
Entering Unmasked Estep 
Score: -6848371.000000 Penalty: 5445.398438
	Iteration 22Q: 3 clusters Score -6848371 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 50795 members 
Entering Unmasked Estep 
Score: -6848384.500000 Penalty: 5445.398438
	Iteration 23Q: 3 clusters Score -6848384 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 50933 members 
Entering Unmasked Estep 
Score: -6848407.500000 Penalty: 5445.398438
	Iteration 24Q: 3 clusters Score -6848408 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 51053 members 
Entering Unmasked Estep 
Score: -6848427.000000 Penalty: 5445.398438
	Iteration 25Q: 3 clusters Score -6848427 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 51174 members 
Entering Unmasked Estep 
Score: -6848439.000000 Penalty: 5445.398438
	Iteration 26Q: 3 clusters Score -6848439 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 51278 members 
Entering Unmasked Estep 
Score: -6848446.500000 Penalty: 5445.398438
	Iteration 27Q: 3 clusters Score -6848446 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 51369 members 
Entering Unmasked Estep 
Score: -6848441.500000 Penalty: 5445.398438
	Iteration 28Q: 3 clusters Score -6848442 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 51438 members 
Entering Unmasked Estep 
Score: -6848458.000000 Penalty: 5445.398438
	Iteration 29Q: 3 clusters Score -6848458 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 51505 members 
Entering Unmasked Estep 
Score: -6848458.000000 Penalty: 5445.398438
	Iteration 30Q: 3 clusters Score -6848458 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 51563 members 
Entering Unmasked Estep 
Score: -6848475.000000 Penalty: 5445.398438
	Iteration 31Q: 3 clusters Score -6848475 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 51618 members 
Entering Unmasked Estep 
Score: -6848489.500000 Penalty: 5445.398438
	Iteration 32Q: 3 clusters Score -6848490 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 51679 members 
Entering Unmasked Estep 
Score: -6848482.500000 Penalty: 5445.398438
	Iteration 33Q: 3 clusters Score -6848482 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 51734 members 
Entering Unmasked Estep 
Score: -6848486.000000 Penalty: 5445.398438
	Iteration 34Q: 3 clusters Score -6848486 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 51777 members 
Entering Unmasked Estep 
Score: -6848499.000000 Penalty: 5445.398438
	Iteration 35Q: 3 clusters Score -6848499 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 51813 members 
Entering Unmasked Estep 
Score: -6848507.000000 Penalty: 5445.398438
	Iteration 36Q: 3 clusters Score -6848507 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 51847 members 
Entering Unmasked Estep 
Score: -6848512.000000 Penalty: 5445.398438
	Iteration 37Q: 3 clusters Score -6848512 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 51876 members 
Entering Unmasked Estep 
Score: -6848496.500000 Penalty: 5445.398438
	Iteration 38Q: 3 clusters Score -6848496 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 51902 members 
Entering Unmasked Estep 
Score: -6848495.500000 Penalty: 5445.398438
	Iteration 39Q: 3 clusters Score -6848496 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 51931 members 
Entering Unmasked Estep 
Score: -6848504.000000 Penalty: 5445.398438
	Iteration 40F: 3 clusters Score -6848504 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 51955 members 
Entering Unmasked Estep 
Score: -6848500.500000 Penalty: 5445.398438
	Iteration 41Q: 3 clusters Score -6848500 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 51973 members 
Entering Unmasked Estep 
Score: -6848501.000000 Penalty: 5445.398438
	Iteration 42Q: 3 clusters Score -6848501 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 51997 members 
Entering Unmasked Estep 
Score: -6848496.000000 Penalty: 5445.398438
	Iteration 43Q: 3 clusters Score -6848496 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 52019 members 
Entering Unmasked Estep 
Score: -6848506.000000 Penalty: 5445.398438
	Iteration 44Q: 3 clusters Score -6848506 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 52037 members 
Entering Unmasked Estep 
Score: -6848512.500000 Penalty: 5445.398438
	Iteration 45Q: 3 clusters Score -6848512 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 52055 members 
Entering Unmasked Estep 
Score: -6848508.000000 Penalty: 5445.398438
	Iteration 46Q: 3 clusters Score -6848508 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 52063 members 
Entering Unmasked Estep 
Score: -6848502.000000 Penalty: 5445.398438
	Iteration 47Q: 3 clusters Score -6848502 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 52069 members 
Entering Unmasked Estep 
Score: -6848498.500000 Penalty: 5445.398438
	Iteration 48Q: 3 clusters Score -6848498 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 52077 members 
Entering Unmasked Estep 
Score: -6848509.000000 Penalty: 5445.398438
	Iteration 49Q: 3 clusters Score -6848509 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 52082 members 
Entering Unmasked Estep 
Score: -6848517.500000 Penalty: 5445.398438
	Iteration 50Q: 3 clusters Score -6848518 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 52089 members 
Entering Unmasked Estep 
Score: -6848510.500000 Penalty: 5445.398438
	Iteration 51Q: 3 clusters Score -6848510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 52091 members 
Entering Unmasked Estep 
Score: -6848517.500000 Penalty: 5445.398438
	Iteration 52Q: 3 clusters Score -6848518 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 52092 members 
Entering Unmasked Estep 
Score: -6848512.000000 Penalty: 5445.398438
	Iteration 53Q: 3 clusters Score -6848512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 52094 members 
Entering Unmasked Estep 
Score: -6848508.500000 Penalty: 5445.398438
	Iteration 54Q: 3 clusters Score -6848508 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 52095 members 
Entering Unmasked Estep 
Score: -6848508.000000 Penalty: 5445.398438
	Iteration 55Q: 3 clusters Score -6848508 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 52094 members 
Entering Unmasked Estep 
Score: -6848506.500000 Penalty: 5445.398438
	Iteration 56Q: 3 clusters Score -6848506 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 52094 members 
Entering Unmasked Estep 
Score: -6848506.500000 Penalty: 5445.398438
	Iteration 57F: 3 clusters Score -6848506 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 954 members 
Mstep: Class 1 contains 47084 members 
Mstep: Class 2 contains 7469 members 
Mstep: Class 3 contains 33951 members 
Mstep: Class 4 contains 2966 members 
Mstep: Class 5 contains 4173 members 
Mstep: Class 6 contains 15711 members 
Mstep: Class 7 contains 4807 members 
Mstep: Class 8 contains 3489 members 
Mstep: Class 9 contains 226649 members 
Mstep: Class 10 contains 27005 members 
Mstep: Class 11 contains 4327 members 
Mstep: Class 12 contains 61961 members 
Mstep: Class 13 contains 14478 members 
Mstep: Class 14 contains 46338 members 
Mstep: Class 15 contains 9461 members 
Mstep: Class 16 contains 25190 members 
Mstep: Class 17 contains 3593 members 
Mstep: Class 18 contains 3950 members 
Mstep: Class 19 contains 6514 members 
Mstep: Class 20 contains 52069 members 
Mstep: Class 21 contains 187232 members 
Mstep: Class 22 contains 193027 members 
Mstep: Class 23 contains 43265 members 
Mstep: Class 24 contains 9330 members 
Mstep: Class 25 contains 7353 members 
Mstep: Class 26 contains 61172 members 
Mstep: Class 27 contains 813 members 
Mstep: Class 28 contains 13412 members 
Mstep: Class 29 contains 4355 members 
Mstep: Class 30 contains 14057 members 
Mstep: Class 31 contains 52094 members 
Entering Unmasked Estep 
Score: -147234608.000000 Penalty: 107539.679688
Splitting cluster 19 changes total score from -147066560.000000 to -147234608.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 20 (52069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52069 members 
Entering Unmasked Estep 
Score: -6552319.000000 Penalty: 2693.360596
	Iteration 0F: 2 clusters Score -6552319 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25934 members 
Mstep: Class 2 contains 26135 members 
Entering Unmasked Estep 
Score: -6517408.500000 Penalty: 5386.721191
	Iteration 0F: 3 clusters Score -6517408 nChanged 24049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25151 members 
Mstep: Class 2 contains 26918 members 
Entering Unmasked Estep 
Score: -6530868.500000 Penalty: 5386.721191
	Iteration 1F: 3 clusters Score -6530868 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24589 members 
Mstep: Class 2 contains 27480 members 
Entering Unmasked Estep 
Score: -6532131.500000 Penalty: 5386.721191
	Iteration 2Q: 3 clusters Score -6532132 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23691 members 
Mstep: Class 2 contains 28378 members 
Entering Unmasked Estep 
Score: -6533736.500000 Penalty: 5386.721191
	Iteration 3F: 3 clusters Score -6533736 nChanged 3218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22307 members 
Mstep: Class 2 contains 29762 members 
Entering Unmasked Estep 
Score: -6535948.000000 Penalty: 5386.721191
	Iteration 4F: 3 clusters Score -6535948 nChanged 3689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20304 members 
Mstep: Class 2 contains 31765 members 
Entering Unmasked Estep 
Score: -6538819.500000 Penalty: 5386.721191
	Iteration 5F: 3 clusters Score -6538820 nChanged 4097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17707 members 
Mstep: Class 2 contains 34362 members 
Entering Unmasked Estep 
Score: -6542553.500000 Penalty: 5386.721191
	Iteration 6F: 3 clusters Score -6542554 nChanged 4198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14829 members 
Mstep: Class 2 contains 37240 members 
Entering Unmasked Estep 
Score: -6546625.500000 Penalty: 5386.721191
	Iteration 7F: 3 clusters Score -6546626 nChanged 3517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12320 members 
Mstep: Class 2 contains 39749 members 
Entering Unmasked Estep 
Score: -6549758.500000 Penalty: 5386.721191
	Iteration 8F: 3 clusters Score -6549758 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10566 members 
Mstep: Class 2 contains 41503 members 
Entering Unmasked Estep 
Score: -6551647.500000 Penalty: 5386.721191
	Iteration 9Q: 3 clusters Score -6551648 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 42711 members 
Entering Unmasked Estep 
Score: -6552790.000000 Penalty: 5386.721191
	Iteration 10Q: 3 clusters Score -6552790 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 43553 members 
Entering Unmasked Estep 
Score: -6553508.500000 Penalty: 5386.721191
	Iteration 11Q: 3 clusters Score -6553508 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 44179 members 
Entering Unmasked Estep 
Score: -6553887.500000 Penalty: 5386.721191
	Iteration 12Q: 3 clusters Score -6553888 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 44612 members 
Entering Unmasked Estep 
Score: -6554092.000000 Penalty: 5386.721191
	Iteration 13Q: 3 clusters Score -6554092 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 44928 members 
Entering Unmasked Estep 
Score: -6554199.500000 Penalty: 5386.721191
	Iteration 14Q: 3 clusters Score -6554200 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 45182 members 
Entering Unmasked Estep 
Score: -6554274.500000 Penalty: 5386.721191
	Iteration 15Q: 3 clusters Score -6554274 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 45390 members 
Entering Unmasked Estep 
Score: -6554334.000000 Penalty: 5386.721191
	Iteration 16Q: 3 clusters Score -6554334 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 45570 members 
Entering Unmasked Estep 
Score: -6554401.000000 Penalty: 5386.721191
	Iteration 17Q: 3 clusters Score -6554401 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 45717 members 
Entering Unmasked Estep 
Score: -6554436.500000 Penalty: 5386.721191
	Iteration 18Q: 3 clusters Score -6554436 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 45844 members 
Entering Unmasked Estep 
Score: -6554460.500000 Penalty: 5386.721191
	Iteration 19Q: 3 clusters Score -6554460 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 45954 members 
Entering Unmasked Estep 
Score: -6554504.000000 Penalty: 5386.721191
	Iteration 20F: 3 clusters Score -6554504 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 46054 members 
Entering Unmasked Estep 
Score: -6554521.500000 Penalty: 5386.721191
	Iteration 21Q: 3 clusters Score -6554522 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 46130 members 
Entering Unmasked Estep 
Score: -6554530.000000 Penalty: 5386.721191
	Iteration 22Q: 3 clusters Score -6554530 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 46204 members 
Entering Unmasked Estep 
Score: -6554559.000000 Penalty: 5386.721191
	Iteration 23Q: 3 clusters Score -6554559 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 46279 members 
Entering Unmasked Estep 
Score: -6554551.500000 Penalty: 5386.721191
	Iteration 24Q: 3 clusters Score -6554552 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 46351 members 
Entering Unmasked Estep 
Score: -6554586.500000 Penalty: 5386.721191
	Iteration 25Q: 3 clusters Score -6554586 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 46403 members 
Entering Unmasked Estep 
Score: -6554588.000000 Penalty: 5386.721191
	Iteration 26Q: 3 clusters Score -6554588 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 46439 members 
Entering Unmasked Estep 
Score: -6554591.500000 Penalty: 5386.721191
	Iteration 27Q: 3 clusters Score -6554592 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 46472 members 
Entering Unmasked Estep 
Score: -6554604.000000 Penalty: 5386.721191
	Iteration 28Q: 3 clusters Score -6554604 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 46500 members 
Entering Unmasked Estep 
Score: -6554603.500000 Penalty: 5386.721191
	Iteration 29Q: 3 clusters Score -6554604 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 46527 members 
Entering Unmasked Estep 
Score: -6554610.000000 Penalty: 5386.721191
	Iteration 30Q: 3 clusters Score -6554610 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 46545 members 
Entering Unmasked Estep 
Score: -6554605.500000 Penalty: 5386.721191
	Iteration 31Q: 3 clusters Score -6554606 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 46562 members 
Entering Unmasked Estep 
Score: -6554603.000000 Penalty: 5386.721191
	Iteration 32Q: 3 clusters Score -6554603 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 46586 members 
Entering Unmasked Estep 
Score: -6554608.000000 Penalty: 5386.721191
	Iteration 33Q: 3 clusters Score -6554608 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 46607 members 
Entering Unmasked Estep 
Score: -6554600.000000 Penalty: 5386.721191
	Iteration 34Q: 3 clusters Score -6554600 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 46629 members 
Entering Unmasked Estep 
Score: -6554615.000000 Penalty: 5386.721191
	Iteration 35Q: 3 clusters Score -6554615 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 46643 members 
Entering Unmasked Estep 
Score: -6554609.000000 Penalty: 5386.721191
	Iteration 36Q: 3 clusters Score -6554609 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 46653 members 
Entering Unmasked Estep 
Score: -6554611.500000 Penalty: 5386.721191
	Iteration 37Q: 3 clusters Score -6554612 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 46665 members 
Entering Unmasked Estep 
Score: -6554615.500000 Penalty: 5386.721191
	Iteration 38Q: 3 clusters Score -6554616 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 46671 members 
Entering Unmasked Estep 
Score: -6554615.000000 Penalty: 5386.721191
	Iteration 39Q: 3 clusters Score -6554615 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 46676 members 
Entering Unmasked Estep 
Score: -6554605.500000 Penalty: 5386.721191
	Iteration 40F: 3 clusters Score -6554606 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 46681 members 
Entering Unmasked Estep 
Score: -6554615.000000 Penalty: 5386.721191
	Iteration 41Q: 3 clusters Score -6554615 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 46683 members 
Entering Unmasked Estep 
Score: -6554614.500000 Penalty: 5386.721191
	Iteration 42Q: 3 clusters Score -6554614 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 46685 members 
Entering Unmasked Estep 
Score: -6554613.500000 Penalty: 5386.721191
	Iteration 43Q: 3 clusters Score -6554614 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 46685 members 
Entering Unmasked Estep 
Score: -6554613.500000 Penalty: 5386.721191
	Iteration 44F: 3 clusters Score -6554614 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 954 members 
Mstep: Class 1 contains 47084 members 
Mstep: Class 2 contains 7469 members 
Mstep: Class 3 contains 33951 members 
Mstep: Class 4 contains 2966 members 
Mstep: Class 5 contains 4173 members 
Mstep: Class 6 contains 15711 members 
Mstep: Class 7 contains 4807 members 
Mstep: Class 8 contains 3489 members 
Mstep: Class 9 contains 226649 members 
Mstep: Class 10 contains 27005 members 
Mstep: Class 11 contains 4327 members 
Mstep: Class 12 contains 61961 members 
Mstep: Class 13 contains 14478 members 
Mstep: Class 14 contains 46338 members 
Mstep: Class 15 contains 9461 members 
Mstep: Class 16 contains 25190 members 
Mstep: Class 17 contains 3593 members 
Mstep: Class 18 contains 3950 members 
Mstep: Class 19 contains 6514 members 
Mstep: Class 20 contains 5384 members 
Mstep: Class 21 contains 187232 members 
Mstep: Class 22 contains 193027 members 
Mstep: Class 23 contains 43265 members 
Mstep: Class 24 contains 9330 members 
Mstep: Class 25 contains 7353 members 
Mstep: Class 26 contains 61172 members 
Mstep: Class 27 contains 813 members 
Mstep: Class 28 contains 13412 members 
Mstep: Class 29 contains 4355 members 
Mstep: Class 30 contains 14057 members 
Mstep: Class 31 contains 52094 members 
Mstep: Class 32 contains 46685 members 
Entering Unmasked Estep 
Score: -147235712.000000 Penalty: 111008.703125
Splitting cluster 20 changes total score from -147066560.000000 to -147235712.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 21 (187232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187232 members 
Entering Unmasked Estep 
Score: -23937306.000000 Penalty: 3010.745605
	Iteration 0F: 2 clusters Score -2.393731e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93743 members 
Mstep: Class 2 contains 93489 members 
Entering Unmasked Estep 
Score: -23812736.000000 Penalty: 6021.491211
	Iteration 0F: 3 clusters Score -2.381274e+07 nChanged 89694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95299 members 
Mstep: Class 2 contains 91933 members 
Entering Unmasked Estep 
Score: -23864916.000000 Penalty: 6021.491211
	Iteration 1F: 3 clusters Score -2.386492e+07 nChanged 6060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96345 members 
Mstep: Class 2 contains 90887 members 
Entering Unmasked Estep 
Score: -23866692.000000 Penalty: 6021.491211
	Iteration 2Q: 3 clusters Score -2.386669e+07 nChanged 7147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98322 members 
Mstep: Class 2 contains 88910 members 
Entering Unmasked Estep 
Score: -23869386.000000 Penalty: 6021.491211
	Iteration 3Q: 3 clusters Score -2.386939e+07 nChanged 8831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101877 members 
Mstep: Class 2 contains 85355 members 
Entering Unmasked Estep 
Score: -23873446.000000 Penalty: 6021.491211
	Iteration 4Q: 3 clusters Score -2.387345e+07 nChanged 10894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107649 members 
Mstep: Class 2 contains 79583 members 
Entering Unmasked Estep 
Score: -23878978.000000 Penalty: 6021.491211
	Iteration 5F: 3 clusters Score -2.387898e+07 nChanged 12947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116152 members 
Mstep: Class 2 contains 71080 members 
Entering Unmasked Estep 
Score: -23887088.000000 Penalty: 6021.491211
	Iteration 6F: 3 clusters Score -2.388709e+07 nChanged 13670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126446 members 
Mstep: Class 2 contains 60786 members 
Entering Unmasked Estep 
Score: -23896560.000000 Penalty: 6021.491211
	Iteration 7F: 3 clusters Score -2.389656e+07 nChanged 12701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136675 members 
Mstep: Class 2 contains 50557 members 
Entering Unmasked Estep 
Score: -23906770.000000 Penalty: 6021.491211
	Iteration 8F: 3 clusters Score -2.390677e+07 nChanged 10279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145148 members 
Mstep: Class 2 contains 42084 members 
Entering Unmasked Estep 
Score: -23915600.000000 Penalty: 6021.491211
	Iteration 9F: 3 clusters Score -2.39156e+07 nChanged 7744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151494 members 
Mstep: Class 2 contains 35738 members 
Entering Unmasked Estep 
Score: -23922184.000000 Penalty: 6021.491211
	Iteration 10Q: 3 clusters Score -2.392218e+07 nChanged 5447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155987 members 
Mstep: Class 2 contains 31245 members 
Entering Unmasked Estep 
Score: -23926336.000000 Penalty: 6021.491211
	Iteration 11Q: 3 clusters Score -2.392634e+07 nChanged 3990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159653 members 
Mstep: Class 2 contains 27579 members 
Entering Unmasked Estep 
Score: -23928698.000000 Penalty: 6021.491211
	Iteration 12Q: 3 clusters Score -2.39287e+07 nChanged 3153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162770 members 
Mstep: Class 2 contains 24462 members 
Entering Unmasked Estep 
Score: -23930618.000000 Penalty: 6021.491211
	Iteration 13Q: 3 clusters Score -2.393062e+07 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165508 members 
Mstep: Class 2 contains 21724 members 
Entering Unmasked Estep 
Score: -23932006.000000 Penalty: 6021.491211
	Iteration 14Q: 3 clusters Score -2.393201e+07 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167934 members 
Mstep: Class 2 contains 19298 members 
Entering Unmasked Estep 
Score: -23933474.000000 Penalty: 6021.491211
	Iteration 15Q: 3 clusters Score -2.393347e+07 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170067 members 
Mstep: Class 2 contains 17165 members 
Entering Unmasked Estep 
Score: -23934742.000000 Penalty: 6021.491211
	Iteration 16Q: 3 clusters Score -2.393474e+07 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171934 members 
Mstep: Class 2 contains 15298 members 
Entering Unmasked Estep 
Score: -23935796.000000 Penalty: 6021.491211
	Iteration 17Q: 3 clusters Score -2.39358e+07 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173503 members 
Mstep: Class 2 contains 13729 members 
Entering Unmasked Estep 
Score: -23936630.000000 Penalty: 6021.491211
	Iteration 18Q: 3 clusters Score -2.393663e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174753 members 
Mstep: Class 2 contains 12479 members 
Entering Unmasked Estep 
Score: -23937342.000000 Penalty: 6021.491211
	Iteration 19Q: 3 clusters Score -2.393734e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175823 members 
Mstep: Class 2 contains 11409 members 
Entering Unmasked Estep 
Score: -23937822.000000 Penalty: 6021.491211
	Iteration 20F: 3 clusters Score -2.393782e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176703 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
Score: -23938250.000000 Penalty: 6021.491211
	Iteration 21Q: 3 clusters Score -2.393825e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177429 members 
Mstep: Class 2 contains 9803 members 
Entering Unmasked Estep 
Score: -23938562.000000 Penalty: 6021.491211
	Iteration 22Q: 3 clusters Score -2.393856e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178035 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -23938794.000000 Penalty: 6021.491211
	Iteration 23Q: 3 clusters Score -2.393879e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178504 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -23938908.000000 Penalty: 6021.491211
	Iteration 24Q: 3 clusters Score -2.393891e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178910 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -23938942.000000 Penalty: 6021.491211
	Iteration 25Q: 3 clusters Score -2.393894e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179226 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -23938968.000000 Penalty: 6021.491211
	Iteration 26Q: 3 clusters Score -2.393897e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179491 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -23939038.000000 Penalty: 6021.491211
	Iteration 27Q: 3 clusters Score -2.393904e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179692 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -23939094.000000 Penalty: 6021.491211
	Iteration 28Q: 3 clusters Score -2.393909e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179855 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -23939134.000000 Penalty: 6021.491211
	Iteration 29Q: 3 clusters Score -2.393913e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179989 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -23939114.000000 Penalty: 6021.491211
	Iteration 30Q: 3 clusters Score -2.393911e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180099 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -23939116.000000 Penalty: 6021.491211
	Iteration 31Q: 3 clusters Score -2.393912e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180198 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -23939112.000000 Penalty: 6021.491211
	Iteration 32Q: 3 clusters Score -2.393911e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180275 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -23939136.000000 Penalty: 6021.491211
	Iteration 33Q: 3 clusters Score -2.393914e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180335 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -23939126.000000 Penalty: 6021.491211
	Iteration 34Q: 3 clusters Score -2.393913e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180387 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -23939136.000000 Penalty: 6021.491211
	Iteration 35Q: 3 clusters Score -2.393914e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180422 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -23939134.000000 Penalty: 6021.491211
	Iteration 36Q: 3 clusters Score -2.393913e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180449 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -23939170.000000 Penalty: 6021.491211
	Iteration 37Q: 3 clusters Score -2.393917e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180481 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -23939156.000000 Penalty: 6021.491211
	Iteration 38Q: 3 clusters Score -2.393916e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180510 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -23939144.000000 Penalty: 6021.491211
	Iteration 39Q: 3 clusters Score -2.393914e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180536 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -23939154.000000 Penalty: 6021.491211
	Iteration 40F: 3 clusters Score -2.393915e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180556 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -23939142.000000 Penalty: 6021.491211
	Iteration 41Q: 3 clusters Score -2.393914e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180577 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -23939162.000000 Penalty: 6021.491211
	Iteration 42Q: 3 clusters Score -2.393916e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180594 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -23939146.000000 Penalty: 6021.491211
	Iteration 43Q: 3 clusters Score -2.393915e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180610 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -23939158.000000 Penalty: 6021.491211
	Iteration 44Q: 3 clusters Score -2.393916e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180629 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -23939150.000000 Penalty: 6021.491211
	Iteration 45Q: 3 clusters Score -2.393915e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180644 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -23939142.000000 Penalty: 6021.491211
	Iteration 46Q: 3 clusters Score -2.393914e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180657 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -23939116.000000 Penalty: 6021.491211
	Iteration 47Q: 3 clusters Score -2.393912e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180667 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -23939124.000000 Penalty: 6021.491211
	Iteration 48Q: 3 clusters Score -2.393912e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180679 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -23939162.000000 Penalty: 6021.491211
	Iteration 49Q: 3 clusters Score -2.393916e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180687 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -23939140.000000 Penalty: 6021.491211
	Iteration 50Q: 3 clusters Score -2.393914e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180695 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -23939122.000000 Penalty: 6021.491211
	Iteration 51Q: 3 clusters Score -2.393912e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180702 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -23939118.000000 Penalty: 6021.491211
	Iteration 52Q: 3 clusters Score -2.393912e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180710 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -23939142.000000 Penalty: 6021.491211
	Iteration 53Q: 3 clusters Score -2.393914e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180722 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -23939130.000000 Penalty: 6021.491211
	Iteration 54Q: 3 clusters Score -2.393913e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180733 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -23939136.000000 Penalty: 6021.491211
	Iteration 55Q: 3 clusters Score -2.393914e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180745 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -23939132.000000 Penalty: 6021.491211
	Iteration 56Q: 3 clusters Score -2.393913e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180757 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -23939122.000000 Penalty: 6021.491211
	Iteration 57Q: 3 clusters Score -2.393912e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180769 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -23939124.000000 Penalty: 6021.491211
	Iteration 58Q: 3 clusters Score -2.393912e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180778 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -23939126.000000 Penalty: 6021.491211
	Iteration 59Q: 3 clusters Score -2.393913e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180784 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -23939130.000000 Penalty: 6021.491211
	Iteration 60F: 3 clusters Score -2.393913e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180789 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -23939126.000000 Penalty: 6021.491211
	Iteration 61Q: 3 clusters Score -2.393913e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180793 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -23939118.000000 Penalty: 6021.491211
	Iteration 62Q: 3 clusters Score -2.393912e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180796 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -23939122.000000 Penalty: 6021.491211
	Iteration 63Q: 3 clusters Score -2.393912e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180801 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -23939122.000000 Penalty: 6021.491211
	Iteration 64Q: 3 clusters Score -2.393912e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180804 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -23939128.000000 Penalty: 6021.491211
	Iteration 65Q: 3 clusters Score -2.393913e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180806 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -23939124.000000 Penalty: 6021.491211
	Iteration 66Q: 3 clusters Score -2.393912e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180806 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -23939124.000000 Penalty: 6021.491211
	Iteration 67F: 3 clusters Score -2.393912e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 954 members 
Mstep: Class 1 contains 47084 members 
Mstep: Class 2 contains 7469 members 
Mstep: Class 3 contains 33951 members 
Mstep: Class 4 contains 2966 members 
Mstep: Class 5 contains 4173 members 
Mstep: Class 6 contains 15711 members 
Mstep: Class 7 contains 4807 members 
Mstep: Class 8 contains 3489 members 
Mstep: Class 9 contains 226649 members 
Mstep: Class 10 contains 27005 members 
Mstep: Class 11 contains 4327 members 
Mstep: Class 12 contains 61961 members 
Mstep: Class 13 contains 14478 members 
Mstep: Class 14 contains 46338 members 
Mstep: Class 15 contains 9461 members 
Mstep: Class 16 contains 25190 members 
Mstep: Class 17 contains 3593 members 
Mstep: Class 18 contains 3950 members 
Mstep: Class 19 contains 6514 members 
Mstep: Class 20 contains 5384 members 
Mstep: Class 21 contains 180806 members 
Mstep: Class 22 contains 193027 members 
Mstep: Class 23 contains 43265 members 
Mstep: Class 24 contains 9330 members 
Mstep: Class 25 contains 7353 members 
Mstep: Class 26 contains 61172 members 
Mstep: Class 27 contains 813 members 
Mstep: Class 28 contains 13412 members 
Mstep: Class 29 contains 4355 members 
Mstep: Class 30 contains 14057 members 
Mstep: Class 31 contains 52094 members 
Mstep: Class 32 contains 46685 members 
Mstep: Class 33 contains 6426 members 
Entering Unmasked Estep 
Score: -147235872.000000 Penalty: 114477.718750
Splitting cluster 21 changes total score from -147066560.000000 to -147235872.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 22 (193027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193027 members 
Entering Unmasked Estep 
Score: -24706884.000000 Penalty: 3018.305176
	Iteration 0F: 2 clusters Score -2.470688e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96806 members 
Mstep: Class 2 contains 96221 members 
Entering Unmasked Estep 
Score: -24582248.000000 Penalty: 6036.610352
	Iteration 0F: 3 clusters Score -2.458225e+07 nChanged 92703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101133 members 
Mstep: Class 2 contains 91894 members 
Entering Unmasked Estep 
Score: -24637624.000000 Penalty: 6036.610352
	Iteration 1F: 3 clusters Score -2.463762e+07 nChanged 7527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103964 members 
Mstep: Class 2 contains 89063 members 
Entering Unmasked Estep 
Score: -24640564.000000 Penalty: 6036.610352
	Iteration 2Q: 3 clusters Score -2.464056e+07 nChanged 9042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108206 members 
Mstep: Class 2 contains 84821 members 
Entering Unmasked Estep 
Score: -24645080.000000 Penalty: 6036.610352
	Iteration 3Q: 3 clusters Score -2.464508e+07 nChanged 10995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114247 members 
Mstep: Class 2 contains 78780 members 
Entering Unmasked Estep 
Score: -24651962.000000 Penalty: 6036.610352
	Iteration 4F: 3 clusters Score -2.465196e+07 nChanged 13126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122215 members 
Mstep: Class 2 contains 70812 members 
Entering Unmasked Estep 
Score: -24661604.000000 Penalty: 6036.610352
	Iteration 5F: 3 clusters Score -2.46616e+07 nChanged 14455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131222 members 
Mstep: Class 2 contains 61805 members 
Entering Unmasked Estep 
Score: -24674504.000000 Penalty: 6036.610352
	Iteration 6F: 3 clusters Score -2.46745e+07 nChanged 13471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138917 members 
Mstep: Class 2 contains 54110 members 
Entering Unmasked Estep 
Score: -24687396.000000 Penalty: 6036.610352
	Iteration 7F: 3 clusters Score -2.46874e+07 nChanged 10522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143877 members 
Mstep: Class 2 contains 49150 members 
Entering Unmasked Estep 
Score: -24696260.000000 Penalty: 6036.610352
	Iteration 8F: 3 clusters Score -2.469626e+07 nChanged 6808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146993 members 
Mstep: Class 2 contains 46034 members 
Entering Unmasked Estep 
Score: -24700028.000000 Penalty: 6036.610352
	Iteration 9Q: 3 clusters Score -2.470003e+07 nChanged 3997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149340 members 
Mstep: Class 2 contains 43687 members 
Entering Unmasked Estep 
Score: -24701460.000000 Penalty: 6036.610352
	Iteration 10Q: 3 clusters Score -2.470146e+07 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151417 members 
Mstep: Class 2 contains 41610 members 
Entering Unmasked Estep 
Score: -24702432.000000 Penalty: 6036.610352
	Iteration 11Q: 3 clusters Score -2.470243e+07 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153363 members 
Mstep: Class 2 contains 39664 members 
Entering Unmasked Estep 
Score: -24702938.000000 Penalty: 6036.610352
	Iteration 12Q: 3 clusters Score -2.470294e+07 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155207 members 
Mstep: Class 2 contains 37820 members 
Entering Unmasked Estep 
Score: -24703512.000000 Penalty: 6036.610352
	Iteration 13Q: 3 clusters Score -2.470351e+07 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156948 members 
Mstep: Class 2 contains 36079 members 
Entering Unmasked Estep 
Score: -24704088.000000 Penalty: 6036.610352
	Iteration 14Q: 3 clusters Score -2.470409e+07 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158603 members 
Mstep: Class 2 contains 34424 members 
Entering Unmasked Estep 
Score: -24704552.000000 Penalty: 6036.610352
	Iteration 15Q: 3 clusters Score -2.470455e+07 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160106 members 
Mstep: Class 2 contains 32921 members 
Entering Unmasked Estep 
Score: -24704936.000000 Penalty: 6036.610352
	Iteration 16Q: 3 clusters Score -2.470494e+07 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161523 members 
Mstep: Class 2 contains 31504 members 
Entering Unmasked Estep 
Score: -24705302.000000 Penalty: 6036.610352
	Iteration 17Q: 3 clusters Score -2.47053e+07 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162879 members 
Mstep: Class 2 contains 30148 members 
Entering Unmasked Estep 
Score: -24705694.000000 Penalty: 6036.610352
	Iteration 18Q: 3 clusters Score -2.470569e+07 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164192 members 
Mstep: Class 2 contains 28835 members 
Entering Unmasked Estep 
Score: -24705934.000000 Penalty: 6036.610352
	Iteration 19Q: 3 clusters Score -2.470593e+07 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165429 members 
Mstep: Class 2 contains 27598 members 
Entering Unmasked Estep 
Score: -24706150.000000 Penalty: 6036.610352
	Iteration 20F: 3 clusters Score -2.470615e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166570 members 
Mstep: Class 2 contains 26457 members 
Entering Unmasked Estep 
Score: -24706354.000000 Penalty: 6036.610352
	Iteration 21Q: 3 clusters Score -2.470635e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167619 members 
Mstep: Class 2 contains 25408 members 
Entering Unmasked Estep 
Score: -24706448.000000 Penalty: 6036.610352
	Iteration 22Q: 3 clusters Score -2.470645e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168575 members 
Mstep: Class 2 contains 24452 members 
Entering Unmasked Estep 
Score: -24706670.000000 Penalty: 6036.610352
	Iteration 23Q: 3 clusters Score -2.470667e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169438 members 
Mstep: Class 2 contains 23589 members 
Entering Unmasked Estep 
Score: -24706804.000000 Penalty: 6036.610352
	Iteration 24Q: 3 clusters Score -2.47068e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170234 members 
Mstep: Class 2 contains 22793 members 
Entering Unmasked Estep 
Score: -24706880.000000 Penalty: 6036.610352
	Iteration 25Q: 3 clusters Score -2.470688e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170967 members 
Mstep: Class 2 contains 22060 members 
Entering Unmasked Estep 
Score: -24706918.000000 Penalty: 6036.610352
	Iteration 26Q: 3 clusters Score -2.470692e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171641 members 
Mstep: Class 2 contains 21386 members 
Entering Unmasked Estep 
Score: -24706948.000000 Penalty: 6036.610352
	Iteration 27Q: 3 clusters Score -2.470695e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172321 members 
Mstep: Class 2 contains 20706 members 
Entering Unmasked Estep 
Score: -24707102.000000 Penalty: 6036.610352
	Iteration 28Q: 3 clusters Score -2.47071e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172936 members 
Mstep: Class 2 contains 20091 members 
Entering Unmasked Estep 
Score: -24707220.000000 Penalty: 6036.610352
	Iteration 29Q: 3 clusters Score -2.470722e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173503 members 
Mstep: Class 2 contains 19524 members 
Entering Unmasked Estep 
Score: -24707292.000000 Penalty: 6036.610352
	Iteration 30Q: 3 clusters Score -2.470729e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174042 members 
Mstep: Class 2 contains 18985 members 
Entering Unmasked Estep 
Score: -24707304.000000 Penalty: 6036.610352
	Iteration 31Q: 3 clusters Score -2.47073e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174567 members 
Mstep: Class 2 contains 18460 members 
Entering Unmasked Estep 
Score: -24707374.000000 Penalty: 6036.610352
	Iteration 32Q: 3 clusters Score -2.470737e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175084 members 
Mstep: Class 2 contains 17943 members 
Entering Unmasked Estep 
Score: -24707464.000000 Penalty: 6036.610352
	Iteration 33Q: 3 clusters Score -2.470746e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175595 members 
Mstep: Class 2 contains 17432 members 
Entering Unmasked Estep 
Score: -24707414.000000 Penalty: 6036.610352
	Iteration 34Q: 3 clusters Score -2.470741e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176114 members 
Mstep: Class 2 contains 16913 members 
Entering Unmasked Estep 
Score: -24707506.000000 Penalty: 6036.610352
	Iteration 35Q: 3 clusters Score -2.470751e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176588 members 
Mstep: Class 2 contains 16439 members 
Entering Unmasked Estep 
Score: -24707556.000000 Penalty: 6036.610352
	Iteration 36Q: 3 clusters Score -2.470756e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177035 members 
Mstep: Class 2 contains 15992 members 
Entering Unmasked Estep 
Score: -24707592.000000 Penalty: 6036.610352
	Iteration 37Q: 3 clusters Score -2.470759e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177444 members 
Mstep: Class 2 contains 15583 members 
Entering Unmasked Estep 
Score: -24707534.000000 Penalty: 6036.610352
	Iteration 38Q: 3 clusters Score -2.470753e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177879 members 
Mstep: Class 2 contains 15148 members 
Entering Unmasked Estep 
Score: -24707558.000000 Penalty: 6036.610352
	Iteration 39Q: 3 clusters Score -2.470756e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178293 members 
Mstep: Class 2 contains 14734 members 
Entering Unmasked Estep 
Score: -24707560.000000 Penalty: 6036.610352
	Iteration 40F: 3 clusters Score -2.470756e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178704 members 
Mstep: Class 2 contains 14323 members 
Entering Unmasked Estep 
Score: -24707562.000000 Penalty: 6036.610352
	Iteration 41Q: 3 clusters Score -2.470756e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179081 members 
Mstep: Class 2 contains 13946 members 
Entering Unmasked Estep 
Score: -24707548.000000 Penalty: 6036.610352
	Iteration 42Q: 3 clusters Score -2.470755e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179461 members 
Mstep: Class 2 contains 13566 members 
Entering Unmasked Estep 
Score: -24707534.000000 Penalty: 6036.610352
	Iteration 43Q: 3 clusters Score -2.470753e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179820 members 
Mstep: Class 2 contains 13207 members 
Entering Unmasked Estep 
Score: -24707478.000000 Penalty: 6036.610352
	Iteration 44Q: 3 clusters Score -2.470748e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180189 members 
Mstep: Class 2 contains 12838 members 
Entering Unmasked Estep 
Score: -24707488.000000 Penalty: 6036.610352
	Iteration 45Q: 3 clusters Score -2.470749e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180532 members 
Mstep: Class 2 contains 12495 members 
Entering Unmasked Estep 
Score: -24707462.000000 Penalty: 6036.610352
	Iteration 46Q: 3 clusters Score -2.470746e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180884 members 
Mstep: Class 2 contains 12143 members 
Entering Unmasked Estep 
Score: -24707342.000000 Penalty: 6036.610352
	Iteration 47Q: 3 clusters Score -2.470734e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181218 members 
Mstep: Class 2 contains 11809 members 
Entering Unmasked Estep 
Score: -24707308.000000 Penalty: 6036.610352
	Iteration 48Q: 3 clusters Score -2.470731e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181534 members 
Mstep: Class 2 contains 11493 members 
Entering Unmasked Estep 
Score: -24707270.000000 Penalty: 6036.610352
	Iteration 49Q: 3 clusters Score -2.470727e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181820 members 
Mstep: Class 2 contains 11207 members 
Entering Unmasked Estep 
Score: -24707312.000000 Penalty: 6036.610352
	Iteration 50Q: 3 clusters Score -2.470731e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182100 members 
Mstep: Class 2 contains 10927 members 
Entering Unmasked Estep 
Score: -24707250.000000 Penalty: 6036.610352
	Iteration 51Q: 3 clusters Score -2.470725e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182380 members 
Mstep: Class 2 contains 10647 members 
Entering Unmasked Estep 
Score: -24707210.000000 Penalty: 6036.610352
	Iteration 52Q: 3 clusters Score -2.470721e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182620 members 
Mstep: Class 2 contains 10407 members 
Entering Unmasked Estep 
Score: -24707178.000000 Penalty: 6036.610352
	Iteration 53Q: 3 clusters Score -2.470718e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182840 members 
Mstep: Class 2 contains 10187 members 
Entering Unmasked Estep 
Score: -24707084.000000 Penalty: 6036.610352
	Iteration 54Q: 3 clusters Score -2.470708e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183081 members 
Mstep: Class 2 contains 9946 members 
Entering Unmasked Estep 
Score: -24707026.000000 Penalty: 6036.610352
	Iteration 55Q: 3 clusters Score -2.470703e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183344 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -24707012.000000 Penalty: 6036.610352
	Iteration 56Q: 3 clusters Score -2.470701e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183597 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -24707058.000000 Penalty: 6036.610352
	Iteration 57Q: 3 clusters Score -2.470706e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183826 members 
Mstep: Class 2 contains 9201 members 
Entering Unmasked Estep 
Score: -24707036.000000 Penalty: 6036.610352
	Iteration 58Q: 3 clusters Score -2.470704e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184047 members 
Mstep: Class 2 contains 8980 members 
Entering Unmasked Estep 
Score: -24707002.000000 Penalty: 6036.610352
	Iteration 59Q: 3 clusters Score -2.4707e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184256 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -24707010.000000 Penalty: 6036.610352
	Iteration 60F: 3 clusters Score -2.470701e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184459 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -24706972.000000 Penalty: 6036.610352
	Iteration 61Q: 3 clusters Score -2.470697e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184629 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -24706918.000000 Penalty: 6036.610352
	Iteration 62Q: 3 clusters Score -2.470692e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184791 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -24706846.000000 Penalty: 6036.610352
	Iteration 63Q: 3 clusters Score -2.470685e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184942 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -24706792.000000 Penalty: 6036.610352
	Iteration 64Q: 3 clusters Score -2.470679e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185096 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -24706768.000000 Penalty: 6036.610352
	Iteration 65Q: 3 clusters Score -2.470677e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185258 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -24706708.000000 Penalty: 6036.610352
	Iteration 66Q: 3 clusters Score -2.470671e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185395 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -24706672.000000 Penalty: 6036.610352
	Iteration 67Q: 3 clusters Score -2.470667e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185548 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -24706598.000000 Penalty: 6036.610352
	Iteration 68Q: 3 clusters Score -2.47066e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185695 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -24706572.000000 Penalty: 6036.610352
	Iteration 69Q: 3 clusters Score -2.470657e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185832 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -24706552.000000 Penalty: 6036.610352
	Iteration 70Q: 3 clusters Score -2.470655e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185950 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -24706534.000000 Penalty: 6036.610352
	Iteration 71Q: 3 clusters Score -2.470653e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186076 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -24706514.000000 Penalty: 6036.610352
	Iteration 72Q: 3 clusters Score -2.470651e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186188 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -24706468.000000 Penalty: 6036.610352
	Iteration 73Q: 3 clusters Score -2.470647e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186300 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -24706450.000000 Penalty: 6036.610352
	Iteration 74Q: 3 clusters Score -2.470645e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186405 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -24706460.000000 Penalty: 6036.610352
	Iteration 75Q: 3 clusters Score -2.470646e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186491 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -24706446.000000 Penalty: 6036.610352
	Iteration 76Q: 3 clusters Score -2.470645e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186578 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -24706414.000000 Penalty: 6036.610352
	Iteration 77Q: 3 clusters Score -2.470641e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186651 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -24706452.000000 Penalty: 6036.610352
	Iteration 78Q: 3 clusters Score -2.470645e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186730 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -24706432.000000 Penalty: 6036.610352
	Iteration 79Q: 3 clusters Score -2.470643e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186807 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -24706428.000000 Penalty: 6036.610352
	Iteration 80F: 3 clusters Score -2.470643e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186879 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -24706434.000000 Penalty: 6036.610352
	Iteration 81Q: 3 clusters Score -2.470643e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186955 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -24706444.000000 Penalty: 6036.610352
	Iteration 82Q: 3 clusters Score -2.470644e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187011 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -24706408.000000 Penalty: 6036.610352
	Iteration 83Q: 3 clusters Score -2.470641e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187057 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -24706408.000000 Penalty: 6036.610352
	Iteration 84Q: 3 clusters Score -2.470641e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187105 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -24706390.000000 Penalty: 6036.610352
	Iteration 85Q: 3 clusters Score -2.470639e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187162 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -24706356.000000 Penalty: 6036.610352
	Iteration 86Q: 3 clusters Score -2.470636e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187214 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -24706354.000000 Penalty: 6036.610352
	Iteration 87Q: 3 clusters Score -2.470635e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187260 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -24706306.000000 Penalty: 6036.610352
	Iteration 88Q: 3 clusters Score -2.470631e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187311 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -24706292.000000 Penalty: 6036.610352
	Iteration 89Q: 3 clusters Score -2.470629e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187350 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -24706276.000000 Penalty: 6036.610352
	Iteration 90Q: 3 clusters Score -2.470628e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187387 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -24706264.000000 Penalty: 6036.610352
	Iteration 91Q: 3 clusters Score -2.470626e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187421 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -24706268.000000 Penalty: 6036.610352
	Iteration 92Q: 3 clusters Score -2.470627e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187452 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -24706246.000000 Penalty: 6036.610352
	Iteration 93Q: 3 clusters Score -2.470625e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187483 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -24706270.000000 Penalty: 6036.610352
	Iteration 94Q: 3 clusters Score -2.470627e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187510 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -24706296.000000 Penalty: 6036.610352
	Iteration 95Q: 3 clusters Score -2.47063e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187537 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -24706256.000000 Penalty: 6036.610352
	Iteration 96Q: 3 clusters Score -2.470626e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187573 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -24706276.000000 Penalty: 6036.610352
	Iteration 97Q: 3 clusters Score -2.470628e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187614 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -24706276.000000 Penalty: 6036.610352
	Iteration 98Q: 3 clusters Score -2.470628e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187650 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -24706284.000000 Penalty: 6036.610352
	Iteration 99Q: 3 clusters Score -2.470628e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187694 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -24706254.000000 Penalty: 6036.610352
	Iteration 100F: 3 clusters Score -2.470625e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187740 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -24706264.000000 Penalty: 6036.610352
	Iteration 101Q: 3 clusters Score -2.470626e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187783 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -24706220.000000 Penalty: 6036.610352
	Iteration 102Q: 3 clusters Score -2.470622e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187812 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -24706240.000000 Penalty: 6036.610352
	Iteration 103Q: 3 clusters Score -2.470624e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187847 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -24706252.000000 Penalty: 6036.610352
	Iteration 104Q: 3 clusters Score -2.470625e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187878 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -24706220.000000 Penalty: 6036.610352
	Iteration 105Q: 3 clusters Score -2.470622e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187902 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -24706218.000000 Penalty: 6036.610352
	Iteration 106Q: 3 clusters Score -2.470622e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187928 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -24706208.000000 Penalty: 6036.610352
	Iteration 107Q: 3 clusters Score -2.470621e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187951 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -24706206.000000 Penalty: 6036.610352
	Iteration 108Q: 3 clusters Score -2.470621e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187974 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -24706200.000000 Penalty: 6036.610352
	Iteration 109Q: 3 clusters Score -2.47062e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187987 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -24706208.000000 Penalty: 6036.610352
	Iteration 110Q: 3 clusters Score -2.470621e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188000 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -24706198.000000 Penalty: 6036.610352
	Iteration 111Q: 3 clusters Score -2.47062e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188019 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -24706172.000000 Penalty: 6036.610352
	Iteration 112Q: 3 clusters Score -2.470617e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188031 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -24706180.000000 Penalty: 6036.610352
	Iteration 113Q: 3 clusters Score -2.470618e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188042 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -24706184.000000 Penalty: 6036.610352
	Iteration 114Q: 3 clusters Score -2.470618e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188054 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -24706166.000000 Penalty: 6036.610352
	Iteration 115Q: 3 clusters Score -2.470617e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188065 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -24706158.000000 Penalty: 6036.610352
	Iteration 116Q: 3 clusters Score -2.470616e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188078 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -24706172.000000 Penalty: 6036.610352
	Iteration 117Q: 3 clusters Score -2.470617e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188092 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -24706142.000000 Penalty: 6036.610352
	Iteration 118Q: 3 clusters Score -2.470614e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188100 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -24706140.000000 Penalty: 6036.610352
	Iteration 119Q: 3 clusters Score -2.470614e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188112 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -24706156.000000 Penalty: 6036.610352
	Iteration 120F: 3 clusters Score -2.470616e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188124 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -24706162.000000 Penalty: 6036.610352
	Iteration 121Q: 3 clusters Score -2.470616e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188129 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -24706166.000000 Penalty: 6036.610352
	Iteration 122Q: 3 clusters Score -2.470617e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188133 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -24706174.000000 Penalty: 6036.610352
	Iteration 123Q: 3 clusters Score -2.470617e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188140 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -24706158.000000 Penalty: 6036.610352
	Iteration 124Q: 3 clusters Score -2.470616e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188152 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -24706156.000000 Penalty: 6036.610352
	Iteration 125Q: 3 clusters Score -2.470616e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188159 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -24706146.000000 Penalty: 6036.610352
	Iteration 126Q: 3 clusters Score -2.470615e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188166 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -24706118.000000 Penalty: 6036.610352
	Iteration 127Q: 3 clusters Score -2.470612e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188176 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -24706116.000000 Penalty: 6036.610352
	Iteration 128Q: 3 clusters Score -2.470612e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188185 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -24706122.000000 Penalty: 6036.610352
	Iteration 129Q: 3 clusters Score -2.470612e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188199 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -24706140.000000 Penalty: 6036.610352
	Iteration 130Q: 3 clusters Score -2.470614e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188206 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -24706108.000000 Penalty: 6036.610352
	Iteration 131Q: 3 clusters Score -2.470611e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188211 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -24706112.000000 Penalty: 6036.610352
	Iteration 132Q: 3 clusters Score -2.470611e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188212 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -24706122.000000 Penalty: 6036.610352
	Iteration 133Q: 3 clusters Score -2.470612e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188215 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -24706114.000000 Penalty: 6036.610352
	Iteration 134Q: 3 clusters Score -2.470611e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188219 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -24706110.000000 Penalty: 6036.610352
	Iteration 135Q: 3 clusters Score -2.470611e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188219 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -24706110.000000 Penalty: 6036.610352
	Iteration 136F: 3 clusters Score -2.470611e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (43265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43265 members 
Entering Unmasked Estep 
Score: -5444117.500000 Penalty: 2647.424561
	Iteration 0F: 2 clusters Score -5444118 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21479 members 
Mstep: Class 2 contains 21786 members 
Entering Unmasked Estep 
Score: -5414922.000000 Penalty: 5294.849121
	Iteration 0F: 3 clusters Score -5414922 nChanged 19834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20105 members 
Mstep: Class 2 contains 23160 members 
Entering Unmasked Estep 
Score: -5426421.000000 Penalty: 5294.849121
	Iteration 1F: 3 clusters Score -5426421 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19163 members 
Mstep: Class 2 contains 24102 members 
Entering Unmasked Estep 
Score: -5427864.500000 Penalty: 5294.849121
	Iteration 2F: 3 clusters Score -5427864 nChanged 3043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17798 members 
Mstep: Class 2 contains 25467 members 
Entering Unmasked Estep 
Score: -5430236.500000 Penalty: 5294.849121
	Iteration 3F: 3 clusters Score -5430236 nChanged 3753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15933 members 
Mstep: Class 2 contains 27332 members 
Entering Unmasked Estep 
Score: -5433773.000000 Penalty: 5294.849121
	Iteration 4F: 3 clusters Score -5433773 nChanged 3846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14077 members 
Mstep: Class 2 contains 29188 members 
Entering Unmasked Estep 
Score: -5437634.500000 Penalty: 5294.849121
	Iteration 5F: 3 clusters Score -5437634 nChanged 3124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12695 members 
Mstep: Class 2 contains 30570 members 
Entering Unmasked Estep 
Score: -5440575.000000 Penalty: 5294.849121
	Iteration 6F: 3 clusters Score -5440575 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11804 members 
Mstep: Class 2 contains 31461 members 
Entering Unmasked Estep 
Score: -5442289.500000 Penalty: 5294.849121
	Iteration 7F: 3 clusters Score -5442290 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11178 members 
Mstep: Class 2 contains 32087 members 
Entering Unmasked Estep 
Score: -5443028.000000 Penalty: 5294.849121
	Iteration 8Q: 3 clusters Score -5443028 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10652 members 
Mstep: Class 2 contains 32613 members 
Entering Unmasked Estep 
Score: -5443482.500000 Penalty: 5294.849121
	Iteration 9Q: 3 clusters Score -5443482 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 33080 members 
Entering Unmasked Estep 
Score: -5443794.500000 Penalty: 5294.849121
	Iteration 10Q: 3 clusters Score -5443794 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 33467 members 
Entering Unmasked Estep 
Score: -5444058.500000 Penalty: 5294.849121
	Iteration 11Q: 3 clusters Score -5444058 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 33787 members 
Entering Unmasked Estep 
Score: -5444230.500000 Penalty: 5294.849121
	Iteration 12Q: 3 clusters Score -5444230 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 34082 members 
Entering Unmasked Estep 
Score: -5444407.500000 Penalty: 5294.849121
	Iteration 13Q: 3 clusters Score -5444408 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 34332 members 
Entering Unmasked Estep 
Score: -5444541.500000 Penalty: 5294.849121
	Iteration 14Q: 3 clusters Score -5444542 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 34537 members 
Entering Unmasked Estep 
Score: -5444643.000000 Penalty: 5294.849121
	Iteration 15Q: 3 clusters Score -5444643 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 34717 members 
Entering Unmasked Estep 
Score: -5444720.500000 Penalty: 5294.849121
	Iteration 16Q: 3 clusters Score -5444720 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 34881 members 
Entering Unmasked Estep 
Score: -5444807.500000 Penalty: 5294.849121
	Iteration 17Q: 3 clusters Score -5444808 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 35014 members 
Entering Unmasked Estep 
Score: -5444861.000000 Penalty: 5294.849121
	Iteration 18Q: 3 clusters Score -5444861 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 35143 members 
Entering Unmasked Estep 
Score: -5444898.500000 Penalty: 5294.849121
	Iteration 19Q: 3 clusters Score -5444898 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 35252 members 
Entering Unmasked Estep 
Score: -5444924.500000 Penalty: 5294.849121
	Iteration 20F: 3 clusters Score -5444924 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 35311 members 
Entering Unmasked Estep 
Score: -5444942.000000 Penalty: 5294.849121
	Iteration 21Q: 3 clusters Score -5444942 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 35376 members 
Entering Unmasked Estep 
Score: -5444946.500000 Penalty: 5294.849121
	Iteration 22Q: 3 clusters Score -5444946 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 35431 members 
Entering Unmasked Estep 
Score: -5444960.000000 Penalty: 5294.849121
	Iteration 23Q: 3 clusters Score -5444960 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 35477 members 
Entering Unmasked Estep 
Score: -5444976.500000 Penalty: 5294.849121
	Iteration 24Q: 3 clusters Score -5444976 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 35507 members 
Entering Unmasked Estep 
Score: -5444984.500000 Penalty: 5294.849121
	Iteration 25Q: 3 clusters Score -5444984 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 35527 members 
Entering Unmasked Estep 
Score: -5444984.500000 Penalty: 5294.849121
	Iteration 26Q: 3 clusters Score -5444984 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 35537 members 
Entering Unmasked Estep 
Score: -5444977.500000 Penalty: 5294.849121
	Iteration 27Q: 3 clusters Score -5444978 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 35553 members 
Entering Unmasked Estep 
Score: -5444989.000000 Penalty: 5294.849121
	Iteration 28Q: 3 clusters Score -5444989 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 35563 members 
Entering Unmasked Estep 
Score: -5444994.000000 Penalty: 5294.849121
	Iteration 29Q: 3 clusters Score -5444994 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 35574 members 
Entering Unmasked Estep 
Score: -5444992.000000 Penalty: 5294.849121
	Iteration 30Q: 3 clusters Score -5444992 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 35588 members 
Entering Unmasked Estep 
Score: -5444983.000000 Penalty: 5294.849121
	Iteration 31Q: 3 clusters Score -5444983 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 35601 members 
Entering Unmasked Estep 
Score: -5444977.500000 Penalty: 5294.849121
	Iteration 32Q: 3 clusters Score -5444978 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 35618 members 
Entering Unmasked Estep 
Score: -5444979.000000 Penalty: 5294.849121
	Iteration 33Q: 3 clusters Score -5444979 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 35628 members 
Entering Unmasked Estep 
Score: -5444974.500000 Penalty: 5294.849121
	Iteration 34Q: 3 clusters Score -5444974 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 35637 members 
Entering Unmasked Estep 
Score: -5444973.000000 Penalty: 5294.849121
	Iteration 35Q: 3 clusters Score -5444973 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 35642 members 
Entering Unmasked Estep 
Score: -5444972.500000 Penalty: 5294.849121
	Iteration 36Q: 3 clusters Score -5444972 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 35657 members 
Entering Unmasked Estep 
Score: -5444981.000000 Penalty: 5294.849121
	Iteration 37Q: 3 clusters Score -5444981 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 35664 members 
Entering Unmasked Estep 
Score: -5444971.500000 Penalty: 5294.849121
	Iteration 38Q: 3 clusters Score -5444972 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 35674 members 
Entering Unmasked Estep 
Score: -5444977.500000 Penalty: 5294.849121
	Iteration 39Q: 3 clusters Score -5444978 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 35682 members 
Entering Unmasked Estep 
Score: -5444979.000000 Penalty: 5294.849121
	Iteration 40F: 3 clusters Score -5444979 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 35693 members 
Entering Unmasked Estep 
Score: -5444978.000000 Penalty: 5294.849121
	Iteration 41Q: 3 clusters Score -5444978 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 35700 members 
Entering Unmasked Estep 
Score: -5444980.500000 Penalty: 5294.849121
	Iteration 42Q: 3 clusters Score -5444980 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 35706 members 
Entering Unmasked Estep 
Score: -5444978.500000 Penalty: 5294.849121
	Iteration 43Q: 3 clusters Score -5444978 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 35715 members 
Entering Unmasked Estep 
Score: -5444981.000000 Penalty: 5294.849121
	Iteration 44Q: 3 clusters Score -5444981 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 35718 members 
Entering Unmasked Estep 
Score: -5444969.500000 Penalty: 5294.849121
	Iteration 45Q: 3 clusters Score -5444970 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 35719 members 
Entering Unmasked Estep 
Score: -5444968.000000 Penalty: 5294.849121
	Iteration 46Q: 3 clusters Score -5444968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 35719 members 
Entering Unmasked Estep 
Score: -5444971.500000 Penalty: 5294.849121
	Iteration 47Q: 3 clusters Score -5444972 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 35719 members 
Entering Unmasked Estep 
Score: -5444971.500000 Penalty: 5294.849121
	Iteration 48F: 3 clusters Score -5444972 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 954 members 
Mstep: Class 1 contains 47084 members 
Mstep: Class 2 contains 7469 members 
Mstep: Class 3 contains 33951 members 
Mstep: Class 4 contains 2966 members 
Mstep: Class 5 contains 4173 members 
Mstep: Class 6 contains 15711 members 
Mstep: Class 7 contains 4807 members 
Mstep: Class 8 contains 3489 members 
Mstep: Class 9 contains 226649 members 
Mstep: Class 10 contains 27005 members 
Mstep: Class 11 contains 4327 members 
Mstep: Class 12 contains 61961 members 
Mstep: Class 13 contains 14478 members 
Mstep: Class 14 contains 46338 members 
Mstep: Class 15 contains 9461 members 
Mstep: Class 16 contains 25190 members 
Mstep: Class 17 contains 3593 members 
Mstep: Class 18 contains 3950 members 
Mstep: Class 19 contains 6514 members 
Mstep: Class 20 contains 5384 members 
Mstep: Class 21 contains 180806 members 
Mstep: Class 22 contains 193027 members 
Mstep: Class 23 contains 7546 members 
Mstep: Class 24 contains 9330 members 
Mstep: Class 25 contains 7353 members 
Mstep: Class 26 contains 61172 members 
Mstep: Class 27 contains 813 members 
Mstep: Class 28 contains 13412 members 
Mstep: Class 29 contains 4355 members 
Mstep: Class 30 contains 14057 members 
Mstep: Class 31 contains 52094 members 
Mstep: Class 32 contains 46685 members 
Mstep: Class 33 contains 6426 members 
Mstep: Class 34 contains 35719 members 
Entering Unmasked Estep 
Score: -147236432.000000 Penalty: 117946.742188
Splitting cluster 23 changes total score from -147066560.000000 to -147236432.000000
So it's getting split into cluster 34.
Entering Unmasked Mstep 
Mstep: Class 0 contains 954 members 
Mstep: Class 1 contains 47084 members 
Mstep: Class 2 contains 7469 members 
Mstep: Class 3 contains 33951 members 
Mstep: Class 4 contains 2966 members 
Mstep: Class 5 contains 4173 members 
Mstep: Class 6 contains 15711 members 
Mstep: Class 7 contains 4807 members 
Mstep: Class 8 contains 3489 members 
Mstep: Class 10 contains 27005 members 
Mstep: Class 11 contains 4327 members 
Mstep: Class 13 contains 14478 members 
Mstep: Class 14 contains 46338 members 
Mstep: Class 16 contains 25190 members 
Mstep: Class 17 contains 3593 members 
Mstep: Class 18 contains 3950 members 
Mstep: Class 19 contains 6514 members 
Mstep: Class 20 contains 5384 members 
Mstep: Class 21 contains 180806 members 
Mstep: Class 22 contains 193027 members 
Mstep: Class 23 contains 7546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147268128.000000 Penalty: 117946.742188
Iteration 39Q: 35 clusters Score -1.472681e+08 nChanged 41990
Entering Unmasked Mstep 
Mstep: Class 0 contains 954 members 
Mstep: Class 1 contains 48538 members 
Mstep: Class 2 contains 8270 members 
Mstep: Class 3 contains 35585 members 
Mstep: Class 4 contains 3089 members 
Mstep: Class 5 contains 4173 members 
Mstep: Class 6 contains 15470 members 
Mstep: Class 7 contains 4921 members 
Mstep: Class 8 contains 3674 members 
Mstep: Class 9 contains 222435 members 
Mstep: Class 10 contains 26854 members 
Mstep: Class 11 contains 5171 members 
Mstep: Class 12 contains 60008 members 
Mstep: Class 13 contains 14497 members 
Mstep: Class 14 contains 46624 members 
Mstep: Class 15 contains 9920 members 
Mstep: Class 16 contains 25515 members 
Mstep: Class 17 contains 3670 members 
Mstep: Class 18 contains 3978 members 
Mstep: Class 19 contains 7225 members 
Mstep: Class 20 contains 5867 members 
Mstep: Class 21 contains 181227 members 
Mstep: Class 22 contains 193782 members 
Mstep: Class 23 contains 8077 members 
Mstep: Class 24 contains 9463 members 
Mstep: Class 25 contains 7418 members 
Mstep: Class 26 contains 62832 members 
Mstep: Class 27 contains 798 members 
Mstep: Class 28 contains 12751 members 
Mstep: Class 29 contains 3866 members 
Mstep: Class 30 contains 14031 members 
Mstep: Class 31 contains 50945 members 
Mstep: Class 32 contains 45720 members 
Mstep: Class 33 contains 6760 members 
Mstep: Class 34 contains 34141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147323936.000000 Penalty: 117946.742188
Iteration 40F: 35 clusters Score -1.473239e+08 nChanged 33397
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 48969 members 
Mstep: Class 2 contains 8799 members 
Mstep: Class 3 contains 36336 members 
Mstep: Class 4 contains 3050 members 
Mstep: Class 5 contains 4169 members 
Mstep: Class 6 contains 15013 members 
Mstep: Class 7 contains 4963 members 
Mstep: Class 8 contains 3791 members 
Mstep: Class 9 contains 223635 members 
Mstep: Class 10 contains 26905 members 
Mstep: Class 11 contains 5273 members 
Mstep: Class 12 contains 59468 members 
Mstep: Class 13 contains 14464 members 
Mstep: Class 14 contains 45004 members 
Mstep: Class 15 contains 10239 members 
Mstep: Class 16 contains 24910 members 
Mstep: Class 17 contains 3667 members 
Mstep: Class 18 contains 3999 members 
Mstep: Class 19 contains 7998 members 
Mstep: Class 20 contains 6022 members 
Mstep: Class 21 contains 177053 members 
Mstep: Class 22 contains 190348 members 
Mstep: Class 23 contains 8308 members 
Mstep: Class 24 contains 9699 members 
Mstep: Class 25 contains 8273 members 
Mstep: Class 26 contains 63263 members 
Mstep: Class 27 contains 1338 members 
Mstep: Class 28 contains 12636 members 
Mstep: Class 29 contains 3896 members 
Mstep: Class 30 contains 14059 members 
Mstep: Class 31 contains 52836 members 
Mstep: Class 32 contains 46281 members 
Mstep: Class 33 contains 8019 members 
Mstep: Class 34 contains 35192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147350928.000000 Penalty: 117946.742188
Iteration 41Q: 35 clusters Score -1.473509e+08 nChanged 21598
Entering Unmasked Mstep 
Mstep: Class 0 contains 352 members 
Mstep: Class 1 contains 49304 members 
Mstep: Class 2 contains 9314 members 
Mstep: Class 3 contains 36829 members 
Mstep: Class 4 contains 3014 members 
Mstep: Class 5 contains 4169 members 
Mstep: Class 6 contains 14662 members 
Mstep: Class 7 contains 5037 members 
Mstep: Class 8 contains 3892 members 
Mstep: Class 9 contains 224415 members 
Mstep: Class 10 contains 27026 members 
Mstep: Class 11 contains 5379 members 
Mstep: Class 12 contains 58983 members 
Mstep: Class 13 contains 14415 members 
Mstep: Class 14 contains 43573 members 
Mstep: Class 15 contains 10535 members 
Mstep: Class 16 contains 24569 members 
Mstep: Class 17 contains 3689 members 
Mstep: Class 18 contains 3977 members 
Mstep: Class 19 contains 8847 members 
Mstep: Class 20 contains 6177 members 
Mstep: Class 21 contains 174045 members 
Mstep: Class 22 contains 188058 members 
Mstep: Class 23 contains 8558 members 
Mstep: Class 24 contains 9863 members 
Mstep: Class 25 contains 8815 members 
Mstep: Class 26 contains 63489 members 
Mstep: Class 27 contains 1317 members 
Mstep: Class 28 contains 12579 members 
Mstep: Class 29 contains 3926 members 
Mstep: Class 30 contains 14075 members 
Mstep: Class 31 contains 54011 members 
Mstep: Class 32 contains 46497 members 
Mstep: Class 33 contains 8871 members 
Mstep: Class 34 contains 35987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147358976.000000 Penalty: 117946.742188
Iteration 42Q: 35 clusters Score -1.47359e+08 nChanged 16954
Entering Unmasked Mstep 
Mstep: Class 0 contains 352 members 
Mstep: Class 1 contains 49510 members 
Mstep: Class 2 contains 9638 members 
Mstep: Class 3 contains 37223 members 
Mstep: Class 4 contains 2991 members 
Mstep: Class 5 contains 4169 members 
Mstep: Class 6 contains 14496 members 
Mstep: Class 7 contains 5133 members 
Mstep: Class 8 contains 3998 members 
Mstep: Class 9 contains 224934 members 
Mstep: Class 10 contains 27154 members 
Mstep: Class 11 contains 5466 members 
Mstep: Class 12 contains 58676 members 
Mstep: Class 13 contains 14421 members 
Mstep: Class 14 contains 42198 members 
Mstep: Class 15 contains 10798 members 
Mstep: Class 16 contains 24359 members 
Mstep: Class 17 contains 3695 members 
Mstep: Class 18 contains 3944 members 
Mstep: Class 19 contains 9616 members 
Mstep: Class 20 contains 6286 members 
Mstep: Class 21 contains 171608 members 
Mstep: Class 22 contains 186486 members 
Mstep: Class 23 contains 8778 members 
Mstep: Class 24 contains 10002 members 
Mstep: Class 25 contains 9156 members 
Mstep: Class 26 contains 63568 members 
Mstep: Class 27 contains 1321 members 
Mstep: Class 28 contains 12576 members 
Mstep: Class 29 contains 3958 members 
Mstep: Class 30 contains 14103 members 
Mstep: Class 31 contains 54691 members 
Mstep: Class 32 contains 46687 members 
Mstep: Class 33 contains 9605 members 
Mstep: Class 34 contains 36653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147364848.000000 Penalty: 117946.742188
Iteration 43Q: 35 clusters Score -1.473648e+08 nChanged 13622
Entering Unmasked Mstep 
Mstep: Class 0 contains 352 members 
Mstep: Class 1 contains 49640 members 
Mstep: Class 2 contains 9861 members 
Mstep: Class 3 contains 37524 members 
Mstep: Class 4 contains 2975 members 
Mstep: Class 5 contains 4168 members 
Mstep: Class 6 contains 14436 members 
Mstep: Class 7 contains 5216 members 
Mstep: Class 8 contains 4065 members 
Mstep: Class 9 contains 225312 members 
Mstep: Class 10 contains 27281 members 
Mstep: Class 11 contains 5532 members 
Mstep: Class 12 contains 58421 members 
Mstep: Class 13 contains 14423 members 
Mstep: Class 14 contains 40904 members 
Mstep: Class 15 contains 11034 members 
Mstep: Class 16 contains 24270 members 
Mstep: Class 17 contains 3701 members 
Mstep: Class 18 contains 3935 members 
Mstep: Class 19 contains 10294 members 
Mstep: Class 20 contains 6361 members 
Mstep: Class 21 contains 169705 members 
Mstep: Class 22 contains 185285 members 
Mstep: Class 23 contains 8985 members 
Mstep: Class 24 contains 10098 members 
Mstep: Class 25 contains 9387 members 
Mstep: Class 26 contains 63573 members 
Mstep: Class 27 contains 1321 members 
Mstep: Class 28 contains 12670 members 
Mstep: Class 29 contains 4032 members 
Mstep: Class 30 contains 14112 members 
Mstep: Class 31 contains 55072 members 
Mstep: Class 32 contains 46858 members 
Mstep: Class 33 contains 10162 members 
Mstep: Class 34 contains 37284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147368528.000000 Penalty: 117946.742188
Iteration 44Q: 35 clusters Score -1.473685e+08 nChanged 11561
Entering Unmasked Mstep 
Mstep: Class 0 contains 352 members 
Mstep: Class 1 contains 49714 members 
Mstep: Class 2 contains 10061 members 
Mstep: Class 3 contains 37778 members 
Mstep: Class 4 contains 2963 members 
Mstep: Class 5 contains 4168 members 
Mstep: Class 6 contains 14392 members 
Mstep: Class 7 contains 5305 members 
Mstep: Class 8 contains 4105 members 
Mstep: Class 9 contains 225576 members 
Mstep: Class 10 contains 27415 members 
Mstep: Class 11 contains 5573 members 
Mstep: Class 12 contains 58166 members 
Mstep: Class 13 contains 14412 members 
Mstep: Class 14 contains 39782 members 
Mstep: Class 15 contains 11215 members 
Mstep: Class 16 contains 24209 members 
Mstep: Class 17 contains 3726 members 
Mstep: Class 18 contains 3926 members 
Mstep: Class 19 contains 10889 members 
Mstep: Class 20 contains 6418 members 
Mstep: Class 21 contains 168147 members 
Mstep: Class 22 contains 184419 members 
Mstep: Class 23 contains 9178 members 
Mstep: Class 24 contains 10185 members 
Mstep: Class 25 contains 9509 members 
Mstep: Class 26 contains 63493 members 
Mstep: Class 27 contains 1322 members 
Mstep: Class 28 contains 12807 members 
Mstep: Class 29 contains 4144 members 
Mstep: Class 30 contains 14121 members 
Mstep: Class 31 contains 55301 members 
Mstep: Class 32 contains 47022 members 
Mstep: Class 33 contains 10626 members 
Mstep: Class 34 contains 37830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147371440.000000 Penalty: 117946.742188
Iteration 45Q: 35 clusters Score -1.473714e+08 nChanged 9846
Entering Unmasked Mstep 
Mstep: Class 0 contains 352 members 
Mstep: Class 1 contains 49768 members 
Mstep: Class 2 contains 10224 members 
Mstep: Class 3 contains 37957 members 
Mstep: Class 4 contains 2969 members 
Mstep: Class 5 contains 4168 members 
Mstep: Class 6 contains 14301 members 
Mstep: Class 7 contains 5413 members 
Mstep: Class 8 contains 4159 members 
Mstep: Class 9 contains 225744 members 
Mstep: Class 10 contains 27522 members 
Mstep: Class 11 contains 5605 members 
Mstep: Class 12 contains 57991 members 
Mstep: Class 13 contains 14422 members 
Mstep: Class 14 contains 38748 members 
Mstep: Class 15 contains 11374 members 
Mstep: Class 16 contains 24121 members 
Mstep: Class 17 contains 3713 members 
Mstep: Class 18 contains 3918 members 
Mstep: Class 19 contains 11432 members 
Mstep: Class 20 contains 6466 members 
Mstep: Class 21 contains 166920 members 
Mstep: Class 22 contains 183771 members 
Mstep: Class 23 contains 9359 members 
Mstep: Class 24 contains 10227 members 
Mstep: Class 25 contains 9569 members 
Mstep: Class 26 contains 63378 members 
Mstep: Class 27 contains 1322 members 
Mstep: Class 28 contains 12986 members 
Mstep: Class 29 contains 4268 members 
Mstep: Class 30 contains 14129 members 
Mstep: Class 31 contains 55428 members 
Mstep: Class 32 contains 47155 members 
Mstep: Class 33 contains 11009 members 
Mstep: Class 34 contains 38361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147373104.000000 Penalty: 117946.742188
Iteration 46Q: 35 clusters Score -1.473731e+08 nChanged 8689
Entering Unmasked Mstep 
Mstep: Class 0 contains 352 members 
Mstep: Class 1 contains 49792 members 
Mstep: Class 2 contains 10353 members 
Mstep: Class 3 contains 38117 members 
Mstep: Class 4 contains 2964 members 
Mstep: Class 5 contains 4168 members 
Mstep: Class 6 contains 14223 members 
Mstep: Class 7 contains 5513 members 
Mstep: Class 8 contains 4213 members 
Mstep: Class 9 contains 225851 members 
Mstep: Class 10 contains 27631 members 
Mstep: Class 11 contains 5614 members 
Mstep: Class 12 contains 57805 members 
Mstep: Class 13 contains 14433 members 
Mstep: Class 14 contains 37750 members 
Mstep: Class 15 contains 11517 members 
Mstep: Class 16 contains 24021 members 
Mstep: Class 17 contains 3698 members 
Mstep: Class 18 contains 3928 members 
Mstep: Class 19 contains 11916 members 
Mstep: Class 20 contains 6510 members 
Mstep: Class 21 contains 165881 members 
Mstep: Class 22 contains 183335 members 
Mstep: Class 23 contains 9506 members 
Mstep: Class 24 contains 10267 members 
Mstep: Class 25 contains 9653 members 
Mstep: Class 26 contains 63318 members 
Mstep: Class 27 contains 1324 members 
Mstep: Class 28 contains 13182 members 
Mstep: Class 29 contains 4382 members 
Mstep: Class 30 contains 14117 members 
Mstep: Class 31 contains 55512 members 
Mstep: Class 32 contains 47267 members 
Mstep: Class 33 contains 11328 members 
Mstep: Class 34 contains 38808 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147374464.000000 Penalty: 117946.742188
Iteration 47Q: 35 clusters Score -1.473745e+08 nChanged 7612
Entering Unmasked Mstep 
Mstep: Class 0 contains 352 members 
Mstep: Class 1 contains 49775 members 
Mstep: Class 2 contains 10475 members 
Mstep: Class 3 contains 38236 members 
Mstep: Class 4 contains 2968 members 
Mstep: Class 5 contains 4168 members 
Mstep: Class 6 contains 14127 members 
Mstep: Class 7 contains 5592 members 
Mstep: Class 8 contains 4254 members 
Mstep: Class 9 contains 225943 members 
Mstep: Class 10 contains 27743 members 
Mstep: Class 11 contains 5653 members 
Mstep: Class 12 contains 57661 members 
Mstep: Class 13 contains 14440 members 
Mstep: Class 14 contains 36789 members 
Mstep: Class 15 contains 11612 members 
Mstep: Class 16 contains 23944 members 
Mstep: Class 17 contains 3677 members 
Mstep: Class 18 contains 3922 members 
Mstep: Class 19 contains 12364 members 
Mstep: Class 20 contains 6550 members 
Mstep: Class 21 contains 164999 members 
Mstep: Class 22 contains 183055 members 
Mstep: Class 23 contains 9631 members 
Mstep: Class 24 contains 10302 members 
Mstep: Class 25 contains 9699 members 
Mstep: Class 26 contains 63260 members 
Mstep: Class 27 contains 1324 members 
Mstep: Class 28 contains 13388 members 
Mstep: Class 29 contains 4494 members 
Mstep: Class 30 contains 14123 members 
Mstep: Class 31 contains 55525 members 
Mstep: Class 32 contains 47361 members 
Mstep: Class 33 contains 11591 members 
Mstep: Class 34 contains 39252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147375840.000000 Penalty: 117946.742188
Iteration 48Q: 35 clusters Score -1.473758e+08 nChanged 6840
Entering Unmasked Mstep 
Mstep: Class 0 contains 352 members 
Mstep: Class 1 contains 49724 members 
Mstep: Class 2 contains 10567 members 
Mstep: Class 3 contains 38345 members 
Mstep: Class 4 contains 2977 members 
Mstep: Class 5 contains 4167 members 
Mstep: Class 6 contains 14035 members 
Mstep: Class 7 contains 5666 members 
Mstep: Class 8 contains 4277 members 
Mstep: Class 9 contains 225979 members 
Mstep: Class 10 contains 27831 members 
Mstep: Class 11 contains 5684 members 
Mstep: Class 12 contains 57578 members 
Mstep: Class 13 contains 14470 members 
Mstep: Class 14 contains 35900 members 
Mstep: Class 15 contains 11710 members 
Mstep: Class 16 contains 23885 members 
Mstep: Class 17 contains 3642 members 
Mstep: Class 18 contains 3916 members 
Mstep: Class 19 contains 12772 members 
Mstep: Class 20 contains 6588 members 
Mstep: Class 21 contains 164309 members 
Mstep: Class 22 contains 182811 members 
Mstep: Class 23 contains 9745 members 
Mstep: Class 24 contains 10330 members 
Mstep: Class 25 contains 9751 members 
Mstep: Class 26 contains 63271 members 
Mstep: Class 27 contains 1323 members 
Mstep: Class 28 contains 13542 members 
Mstep: Class 29 contains 4591 members 
Mstep: Class 30 contains 14132 members 
Mstep: Class 31 contains 55502 members 
Mstep: Class 32 contains 47441 members 
Mstep: Class 33 contains 11806 members 
Mstep: Class 34 contains 39630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147377184.000000 Penalty: 117946.742188
Iteration 49Q: 35 clusters Score -1.473772e+08 nChanged 6019
Entering Unmasked Mstep 
Mstep: Class 0 contains 352 members 
Mstep: Class 1 contains 49640 members 
Mstep: Class 2 contains 10647 members 
Mstep: Class 3 contains 38420 members 
Mstep: Class 4 contains 2976 members 
Mstep: Class 5 contains 4167 members 
Mstep: Class 6 contains 13955 members 
Mstep: Class 7 contains 5745 members 
Mstep: Class 8 contains 4301 members 
Mstep: Class 9 contains 225955 members 
Mstep: Class 10 contains 27919 members 
Mstep: Class 11 contains 5715 members 
Mstep: Class 12 contains 57500 members 
Mstep: Class 13 contains 14472 members 
Mstep: Class 14 contains 35063 members 
Mstep: Class 15 contains 11798 members 
Mstep: Class 16 contains 23844 members 
Mstep: Class 17 contains 3631 members 
Mstep: Class 18 contains 3927 members 
Mstep: Class 19 contains 13139 members 
Mstep: Class 20 contains 6612 members 
Mstep: Class 21 contains 163750 members 
Mstep: Class 22 contains 182640 members 
Mstep: Class 23 contains 9876 members 
Mstep: Class 24 contains 10364 members 
Mstep: Class 25 contains 9798 members 
Mstep: Class 26 contains 63292 members 
Mstep: Class 27 contains 1324 members 
Mstep: Class 28 contains 13676 members 
Mstep: Class 29 contains 4673 members 
Mstep: Class 30 contains 14119 members 
Mstep: Class 31 contains 55521 members 
Mstep: Class 32 contains 47500 members 
Mstep: Class 33 contains 11990 members 
Mstep: Class 34 contains 39948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147377984.000000 Penalty: 117946.742188
Iteration 50Q: 35 clusters Score -1.47378e+08 nChanged 5469
Entering Unmasked Mstep 
Mstep: Class 0 contains 352 members 
Mstep: Class 1 contains 49534 members 
Mstep: Class 2 contains 10709 members 
Mstep: Class 3 contains 38474 members 
Mstep: Class 4 contains 2984 members 
Mstep: Class 5 contains 4167 members 
Mstep: Class 6 contains 13858 members 
Mstep: Class 7 contains 5812 members 
Mstep: Class 8 contains 4323 members 
Mstep: Class 9 contains 225903 members 
Mstep: Class 10 contains 27983 members 
Mstep: Class 11 contains 5742 members 
Mstep: Class 12 contains 57435 members 
Mstep: Class 13 contains 14448 members 
Mstep: Class 14 contains 34241 members 
Mstep: Class 15 contains 11853 members 
Mstep: Class 16 contains 23815 members 
Mstep: Class 17 contains 3622 members 
Mstep: Class 18 contains 3924 members 
Mstep: Class 19 contains 13560 members 
Mstep: Class 20 contains 6629 members 
Mstep: Class 21 contains 163279 members 
Mstep: Class 22 contains 182544 members 
Mstep: Class 23 contains 10006 members 
Mstep: Class 24 contains 10381 members 
Mstep: Class 25 contains 9825 members 
Mstep: Class 26 contains 63333 members 
Mstep: Class 27 contains 1322 members 
Mstep: Class 28 contains 13758 members 
Mstep: Class 29 contains 4747 members 
Mstep: Class 30 contains 14125 members 
Mstep: Class 31 contains 55548 members 
Mstep: Class 32 contains 47577 members 
Mstep: Class 33 contains 12145 members 
Mstep: Class 34 contains 40291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147378496.000000 Penalty: 117946.742188
Iteration 51Q: 35 clusters Score -1.473785e+08 nChanged 4876
Entering Unmasked Mstep 
Mstep: Class 0 contains 352 members 
Mstep: Class 1 contains 49422 members 
Mstep: Class 2 contains 10775 members 
Mstep: Class 3 contains 38539 members 
Mstep: Class 4 contains 2989 members 
Mstep: Class 5 contains 4167 members 
Mstep: Class 6 contains 13764 members 
Mstep: Class 7 contains 5868 members 
Mstep: Class 8 contains 4341 members 
Mstep: Class 9 contains 225820 members 
Mstep: Class 10 contains 28034 members 
Mstep: Class 11 contains 5765 members 
Mstep: Class 12 contains 57380 members 
Mstep: Class 13 contains 14407 members 
Mstep: Class 14 contains 33465 members 
Mstep: Class 15 contains 11888 members 
Mstep: Class 16 contains 23797 members 
Mstep: Class 17 contains 3622 members 
Mstep: Class 18 contains 3927 members 
Mstep: Class 19 contains 13961 members 
Mstep: Class 20 contains 6631 members 
Mstep: Class 21 contains 162892 members 
Mstep: Class 22 contains 182496 members 
Mstep: Class 23 contains 10121 members 
Mstep: Class 24 contains 10397 members 
Mstep: Class 25 contains 9840 members 
Mstep: Class 26 contains 63389 members 
Mstep: Class 27 contains 1322 members 
Mstep: Class 28 contains 13833 members 
Mstep: Class 29 contains 4840 members 
Mstep: Class 30 contains 14121 members 
Mstep: Class 31 contains 55507 members 
Mstep: Class 32 contains 47649 members 
Mstep: Class 33 contains 12283 members 
Mstep: Class 34 contains 40645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147379104.000000 Penalty: 117946.742188
Iteration 52Q: 35 clusters Score -1.473791e+08 nChanged 4411
Entering Unmasked Mstep 
Mstep: Class 0 contains 352 members 
Mstep: Class 1 contains 49322 members 
Mstep: Class 2 contains 10821 members 
Mstep: Class 3 contains 38579 members 
Mstep: Class 4 contains 2990 members 
Mstep: Class 5 contains 4167 members 
Mstep: Class 6 contains 13676 members 
Mstep: Class 7 contains 5937 members 
Mstep: Class 8 contains 4356 members 
Mstep: Class 9 contains 225738 members 
Mstep: Class 10 contains 28067 members 
Mstep: Class 11 contains 5790 members 
Mstep: Class 12 contains 57344 members 
Mstep: Class 13 contains 14328 members 
Mstep: Class 14 contains 32785 members 
Mstep: Class 15 contains 11933 members 
Mstep: Class 16 contains 23756 members 
Mstep: Class 17 contains 3621 members 
Mstep: Class 18 contains 3920 members 
Mstep: Class 19 contains 14340 members 
Mstep: Class 20 contains 6645 members 
Mstep: Class 21 contains 162563 members 
Mstep: Class 22 contains 182410 members 
Mstep: Class 23 contains 10222 members 
Mstep: Class 24 contains 10429 members 
Mstep: Class 25 contains 9840 members 
Mstep: Class 26 contains 63453 members 
Mstep: Class 27 contains 1323 members 
Mstep: Class 28 contains 13890 members 
Mstep: Class 29 contains 4937 members 
Mstep: Class 30 contains 14128 members 
Mstep: Class 31 contains 55504 members 
Mstep: Class 32 contains 47693 members 
Mstep: Class 33 contains 12387 members 
Mstep: Class 34 contains 41003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147380032.000000 Penalty: 117946.742188
Iteration 53Q: 35 clusters Score -1.4738e+08 nChanged 3966
Entering Unmasked Mstep 
Mstep: Class 0 contains 352 members 
Mstep: Class 1 contains 49236 members 
Mstep: Class 2 contains 10845 members 
Mstep: Class 3 contains 38646 members 
Mstep: Class 4 contains 2995 members 
Mstep: Class 5 contains 4167 members 
Mstep: Class 6 contains 13591 members 
Mstep: Class 7 contains 5997 members 
Mstep: Class 8 contains 4362 members 
Mstep: Class 9 contains 225622 members 
Mstep: Class 10 contains 28082 members 
Mstep: Class 11 contains 5831 members 
Mstep: Class 12 contains 57328 members 
Mstep: Class 13 contains 14272 members 
Mstep: Class 14 contains 32150 members 
Mstep: Class 15 contains 11974 members 
Mstep: Class 16 contains 23722 members 
Mstep: Class 17 contains 3627 members 
Mstep: Class 18 contains 3915 members 
Mstep: Class 19 contains 14690 members 
Mstep: Class 20 contains 6667 members 
Mstep: Class 21 contains 162282 members 
Mstep: Class 22 contains 182385 members 
Mstep: Class 23 contains 10290 members 
Mstep: Class 24 contains 10451 members 
Mstep: Class 25 contains 9847 members 
Mstep: Class 26 contains 63501 members 
Mstep: Class 27 contains 1323 members 
Mstep: Class 28 contains 13926 members 
Mstep: Class 29 contains 5020 members 
Mstep: Class 30 contains 14132 members 
Mstep: Class 31 contains 55534 members 
Mstep: Class 32 contains 47724 members 
Mstep: Class 33 contains 12475 members 
Mstep: Class 34 contains 41288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147380816.000000 Penalty: 117946.742188
Iteration 54Q: 35 clusters Score -1.473808e+08 nChanged 3523
Entering Unmasked Mstep 
Mstep: Class 0 contains 352 members 
Mstep: Class 1 contains 49142 members 
Mstep: Class 2 contains 10874 members 
Mstep: Class 3 contains 38717 members 
Mstep: Class 4 contains 3005 members 
Mstep: Class 5 contains 4167 members 
Mstep: Class 6 contains 13509 members 
Mstep: Class 7 contains 6037 members 
Mstep: Class 8 contains 4361 members 
Mstep: Class 9 contains 225562 members 
Mstep: Class 10 contains 28094 members 
Mstep: Class 11 contains 5874 members 
Mstep: Class 12 contains 57305 members 
Mstep: Class 13 contains 14228 members 
Mstep: Class 14 contains 31581 members 
Mstep: Class 15 contains 12019 members 
Mstep: Class 16 contains 23705 members 
Mstep: Class 17 contains 3629 members 
Mstep: Class 18 contains 3921 members 
Mstep: Class 19 contains 14982 members 
Mstep: Class 20 contains 6677 members 
Mstep: Class 21 contains 162036 members 
Mstep: Class 22 contains 182340 members 
Mstep: Class 23 contains 10365 members 
Mstep: Class 24 contains 10464 members 
Mstep: Class 25 contains 9853 members 
Mstep: Class 26 contains 63560 members 
Mstep: Class 27 contains 1324 members 
Mstep: Class 28 contains 13967 members 
Mstep: Class 29 contains 5119 members 
Mstep: Class 30 contains 14125 members 
Mstep: Class 31 contains 55495 members 
Mstep: Class 32 contains 47775 members 
Mstep: Class 33 contains 12558 members 
Mstep: Class 34 contains 41527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147380976.000000 Penalty: 117946.742188
Iteration 55Q: 35 clusters Score -1.47381e+08 nChanged 3262
Entering Unmasked Mstep 
Mstep: Class 0 contains 352 members 
Mstep: Class 1 contains 49054 members 
Mstep: Class 2 contains 10913 members 
Mstep: Class 3 contains 38776 members 
Mstep: Class 4 contains 3016 members 
Mstep: Class 5 contains 4167 members 
Mstep: Class 6 contains 13419 members 
Mstep: Class 7 contains 6071 members 
Mstep: Class 8 contains 4363 members 
Mstep: Class 9 contains 225512 members 
Mstep: Class 10 contains 28119 members 
Mstep: Class 11 contains 5920 members 
Mstep: Class 12 contains 57302 members 
Mstep: Class 13 contains 14158 members 
Mstep: Class 14 contains 31058 members 
Mstep: Class 15 contains 12053 members 
Mstep: Class 16 contains 23693 members 
Mstep: Class 17 contains 3628 members 
Mstep: Class 18 contains 3921 members 
Mstep: Class 19 contains 15215 members 
Mstep: Class 20 contains 6690 members 
Mstep: Class 21 contains 161832 members 
Mstep: Class 22 contains 182294 members 
Mstep: Class 23 contains 10427 members 
Mstep: Class 24 contains 10478 members 
Mstep: Class 25 contains 9873 members 
Mstep: Class 26 contains 63623 members 
Mstep: Class 27 contains 1323 members 
Mstep: Class 28 contains 13985 members 
Mstep: Class 29 contains 5236 members 
Mstep: Class 30 contains 14127 members 
Mstep: Class 31 contains 55481 members 
Mstep: Class 32 contains 47826 members 
Mstep: Class 33 contains 12631 members 
Mstep: Class 34 contains 41713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147380672.000000 Penalty: 117946.742188
Iteration 56Q: 35 clusters Score -1.473807e+08 nChanged 2948
Entering Unmasked Mstep 
Mstep: Class 0 contains 352 members 
Mstep: Class 1 contains 48974 members 
Mstep: Class 2 contains 10943 members 
Mstep: Class 3 contains 38836 members 
Mstep: Class 4 contains 3025 members 
Mstep: Class 5 contains 4167 members 
Mstep: Class 6 contains 13334 members 
Mstep: Class 7 contains 6111 members 
Mstep: Class 8 contains 4364 members 
Mstep: Class 9 contains 225465 members 
Mstep: Class 10 contains 28125 members 
Mstep: Class 11 contains 5953 members 
Mstep: Class 12 contains 57244 members 
Mstep: Class 13 contains 14109 members 
Mstep: Class 14 contains 30596 members 
Mstep: Class 15 contains 12100 members 
Mstep: Class 16 contains 23674 members 
Mstep: Class 17 contains 3626 members 
Mstep: Class 18 contains 3919 members 
Mstep: Class 19 contains 15425 members 
Mstep: Class 20 contains 6702 members 
Mstep: Class 21 contains 161628 members 
Mstep: Class 22 contains 182274 members 
Mstep: Class 23 contains 10510 members 
Mstep: Class 24 contains 10484 members 
Mstep: Class 25 contains 9880 members 
Mstep: Class 26 contains 63740 members 
Mstep: Class 27 contains 1321 members 
Mstep: Class 28 contains 13999 members 
Mstep: Class 29 contains 5354 members 
Mstep: Class 30 contains 14130 members 
Mstep: Class 31 contains 55453 members 
Mstep: Class 32 contains 47861 members 
Mstep: Class 33 contains 12689 members 
Mstep: Class 34 contains 41882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147381072.000000 Penalty: 117946.742188
Iteration 57Q: 35 clusters Score -1.473811e+08 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 352 members 
Mstep: Class 1 contains 48896 members 
Mstep: Class 2 contains 10975 members 
Mstep: Class 3 contains 38907 members 
Mstep: Class 4 contains 3034 members 
Mstep: Class 5 contains 4167 members 
Mstep: Class 6 contains 13256 members 
Mstep: Class 7 contains 6154 members 
Mstep: Class 8 contains 4364 members 
Mstep: Class 9 contains 225440 members 
Mstep: Class 10 contains 28130 members 
Mstep: Class 11 contains 5963 members 
Mstep: Class 12 contains 57229 members 
Mstep: Class 13 contains 14047 members 
Mstep: Class 14 contains 30192 members 
Mstep: Class 15 contains 12142 members 
Mstep: Class 16 contains 23666 members 
Mstep: Class 17 contains 3623 members 
Mstep: Class 18 contains 3917 members 
Mstep: Class 19 contains 15673 members 
Mstep: Class 20 contains 6711 members 
Mstep: Class 21 contains 161424 members 
Mstep: Class 22 contains 182247 members 
Mstep: Class 23 contains 10573 members 
Mstep: Class 24 contains 10493 members 
Mstep: Class 25 contains 9896 members 
Mstep: Class 26 contains 63848 members 
Mstep: Class 27 contains 1321 members 
Mstep: Class 28 contains 14002 members 
Mstep: Class 29 contains 5466 members 
Mstep: Class 30 contains 14132 members 
Mstep: Class 31 contains 55408 members 
Mstep: Class 32 contains 47891 members 
Mstep: Class 33 contains 12739 members 
Mstep: Class 34 contains 41971 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147382128.000000 Penalty: 117946.742188
Iteration 58Q: 35 clusters Score -1.473821e+08 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 352 members 
Mstep: Class 1 contains 48830 members 
Mstep: Class 2 contains 11024 members 
Mstep: Class 3 contains 38961 members 
Mstep: Class 4 contains 3048 members 
Mstep: Class 5 contains 4167 members 
Mstep: Class 6 contains 13177 members 
Mstep: Class 7 contains 6191 members 
Mstep: Class 8 contains 4360 members 
Mstep: Class 9 contains 225383 members 
Mstep: Class 10 contains 28141 members 
Mstep: Class 11 contains 6004 members 
Mstep: Class 12 contains 57224 members 
Mstep: Class 13 contains 14002 members 
Mstep: Class 14 contains 29808 members 
Mstep: Class 15 contains 12192 members 
Mstep: Class 16 contains 23654 members 
Mstep: Class 17 contains 3623 members 
Mstep: Class 18 contains 3921 members 
Mstep: Class 19 contains 15818 members 
Mstep: Class 20 contains 6720 members 
Mstep: Class 21 contains 161254 members 
Mstep: Class 22 contains 182223 members 
Mstep: Class 23 contains 10627 members 
Mstep: Class 24 contains 10500 members 
Mstep: Class 25 contains 9916 members 
Mstep: Class 26 contains 63972 members 
Mstep: Class 27 contains 1321 members 
Mstep: Class 28 contains 13989 members 
Mstep: Class 29 contains 5585 members 
Mstep: Class 30 contains 14127 members 
Mstep: Class 31 contains 55392 members 
Mstep: Class 32 contains 47912 members 
Mstep: Class 33 contains 12785 members 
Mstep: Class 34 contains 42046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147382672.000000 Penalty: 117946.742188
Iteration 59Q: 35 clusters Score -1.473827e+08 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 352 members 
Mstep: Class 1 contains 48741 members 
Mstep: Class 2 contains 11058 members 
Mstep: Class 3 contains 39036 members 
Mstep: Class 4 contains 3062 members 
Mstep: Class 5 contains 4167 members 
Mstep: Class 6 contains 13091 members 
Mstep: Class 7 contains 6217 members 
Mstep: Class 8 contains 4360 members 
Mstep: Class 9 contains 225324 members 
Mstep: Class 10 contains 28144 members 
Mstep: Class 11 contains 6053 members 
Mstep: Class 12 contains 57255 members 
Mstep: Class 13 contains 13948 members 
Mstep: Class 14 contains 29455 members 
Mstep: Class 15 contains 12234 members 
Mstep: Class 16 contains 23641 members 
Mstep: Class 17 contains 3623 members 
Mstep: Class 18 contains 3915 members 
Mstep: Class 19 contains 15977 members 
Mstep: Class 20 contains 6724 members 
Mstep: Class 21 contains 161122 members 
Mstep: Class 22 contains 182224 members 
Mstep: Class 23 contains 10668 members 
Mstep: Class 24 contains 10511 members 
Mstep: Class 25 contains 9920 members 
Mstep: Class 26 contains 64055 members 
Mstep: Class 27 contains 1320 members 
Mstep: Class 28 contains 13962 members 
Mstep: Class 29 contains 5706 members 
Mstep: Class 30 contains 14132 members 
Mstep: Class 31 contains 55387 members 
Mstep: Class 32 contains 47922 members 
Mstep: Class 33 contains 12836 members 
Mstep: Class 34 contains 42107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147387792.000000 Penalty: 117946.742188
Iteration 60F: 35 clusters Score -1.473878e+08 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 192 members 
Mstep: Class 1 contains 48651 members 
Mstep: Class 2 contains 11102 members 
Mstep: Class 3 contains 39101 members 
Mstep: Class 4 contains 3072 members 
Mstep: Class 5 contains 4167 members 
Mstep: Class 6 contains 12984 members 
Mstep: Class 7 contains 6238 members 
Mstep: Class 8 contains 4372 members 
Mstep: Class 9 contains 225268 members 
Mstep: Class 10 contains 28142 members 
Mstep: Class 11 contains 6057 members 
Mstep: Class 12 contains 57278 members 
Mstep: Class 13 contains 13891 members 
Mstep: Class 14 contains 28988 members 
Mstep: Class 15 contains 12275 members 
Mstep: Class 16 contains 23643 members 
Mstep: Class 17 contains 3618 members 
Mstep: Class 18 contains 3912 members 
Mstep: Class 19 contains 16101 members 
Mstep: Class 20 contains 6738 members 
Mstep: Class 21 contains 161009 members 
Mstep: Class 22 contains 182200 members 
Mstep: Class 23 contains 10693 members 
Mstep: Class 24 contains 10507 members 
Mstep: Class 25 contains 9932 members 
Mstep: Class 26 contains 64145 members 
Mstep: Class 27 contains 1494 members 
Mstep: Class 28 contains 13928 members 
Mstep: Class 29 contains 5900 members 
Mstep: Class 30 contains 14120 members 
Mstep: Class 31 contains 55411 members 
Mstep: Class 32 contains 47923 members 
Mstep: Class 33 contains 12882 members 
Mstep: Class 34 contains 42315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147391376.000000 Penalty: 117946.742188
Iteration 61Q: 35 clusters Score -1.473914e+08 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 48574 members 
Mstep: Class 2 contains 11134 members 
Mstep: Class 3 contains 39163 members 
Mstep: Class 4 contains 3080 members 
Mstep: Class 5 contains 4167 members 
Mstep: Class 6 contains 12889 members 
Mstep: Class 7 contains 6266 members 
Mstep: Class 8 contains 4377 members 
Mstep: Class 9 contains 225201 members 
Mstep: Class 10 contains 28130 members 
Mstep: Class 11 contains 6121 members 
Mstep: Class 12 contains 57327 members 
Mstep: Class 13 contains 13810 members 
Mstep: Class 14 contains 28524 members 
Mstep: Class 15 contains 12310 members 
Mstep: Class 16 contains 23659 members 
Mstep: Class 17 contains 3626 members 
Mstep: Class 18 contains 3899 members 
Mstep: Class 19 contains 16230 members 
Mstep: Class 20 contains 6747 members 
Mstep: Class 21 contains 160903 members 
Mstep: Class 22 contains 182160 members 
Mstep: Class 23 contains 10722 members 
Mstep: Class 24 contains 10493 members 
Mstep: Class 25 contains 9931 members 
Mstep: Class 26 contains 64211 members 
Mstep: Class 27 contains 1488 members 
Mstep: Class 28 contains 13891 members 
Mstep: Class 29 contains 6086 members 
Mstep: Class 30 contains 14131 members 
Mstep: Class 31 contains 55459 members 
Mstep: Class 32 contains 47935 members 
Mstep: Class 33 contains 12923 members 
Mstep: Class 34 contains 42502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147392336.000000 Penalty: 117946.742188
Iteration 62Q: 35 clusters Score -1.473923e+08 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 48498 members 
Mstep: Class 2 contains 11154 members 
Mstep: Class 3 contains 39230 members 
Mstep: Class 4 contains 3090 members 
Mstep: Class 5 contains 4167 members 
Mstep: Class 6 contains 12807 members 
Mstep: Class 7 contains 6295 members 
Mstep: Class 8 contains 4378 members 
Mstep: Class 9 contains 225121 members 
Mstep: Class 10 contains 28120 members 
Mstep: Class 11 contains 6193 members 
Mstep: Class 12 contains 57386 members 
Mstep: Class 13 contains 13735 members 
Mstep: Class 14 contains 28078 members 
Mstep: Class 15 contains 12349 members 
Mstep: Class 16 contains 23673 members 
Mstep: Class 17 contains 3627 members 
Mstep: Class 18 contains 3901 members 
Mstep: Class 19 contains 16343 members 
Mstep: Class 20 contains 6759 members 
Mstep: Class 21 contains 160804 members 
Mstep: Class 22 contains 182130 members 
Mstep: Class 23 contains 10755 members 
Mstep: Class 24 contains 10477 members 
Mstep: Class 25 contains 9945 members 
Mstep: Class 26 contains 64255 members 
Mstep: Class 27 contains 1485 members 
Mstep: Class 28 contains 13848 members 
Mstep: Class 29 contains 6273 members 
Mstep: Class 30 contains 14126 members 
Mstep: Class 31 contains 55492 members 
Mstep: Class 32 contains 47956 members 
Mstep: Class 33 contains 12965 members 
Mstep: Class 34 contains 42654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147392352.000000 Penalty: 117946.742188
Iteration 63Q: 35 clusters Score -1.473924e+08 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 48427 members 
Mstep: Class 2 contains 11165 members 
Mstep: Class 3 contains 39278 members 
Mstep: Class 4 contains 3097 members 
Mstep: Class 5 contains 4167 members 
Mstep: Class 6 contains 12716 members 
Mstep: Class 7 contains 6312 members 
Mstep: Class 8 contains 4377 members 
Mstep: Class 9 contains 225041 members 
Mstep: Class 10 contains 28114 members 
Mstep: Class 11 contains 6261 members 
Mstep: Class 12 contains 57431 members 
Mstep: Class 13 contains 13656 members 
Mstep: Class 14 contains 27634 members 
Mstep: Class 15 contains 12386 members 
Mstep: Class 16 contains 23700 members 
Mstep: Class 17 contains 3628 members 
Mstep: Class 18 contains 3906 members 
Mstep: Class 19 contains 16449 members 
Mstep: Class 20 contains 6769 members 
Mstep: Class 21 contains 160732 members 
Mstep: Class 22 contains 182095 members 
Mstep: Class 23 contains 10770 members 
Mstep: Class 24 contains 10468 members 
Mstep: Class 25 contains 9947 members 
Mstep: Class 26 contains 64286 members 
Mstep: Class 27 contains 1482 members 
Mstep: Class 28 contains 13804 members 
Mstep: Class 29 contains 6483 members 
Mstep: Class 30 contains 14123 members 
Mstep: Class 31 contains 55493 members 
Mstep: Class 32 contains 47980 members 
Mstep: Class 33 contains 13003 members 
Mstep: Class 34 contains 42889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147393472.000000 Penalty: 117946.742188
Iteration 64Q: 35 clusters Score -1.473935e+08 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 48354 members 
Mstep: Class 2 contains 11184 members 
Mstep: Class 3 contains 39319 members 
Mstep: Class 4 contains 3105 members 
Mstep: Class 5 contains 4167 members 
Mstep: Class 6 contains 12612 members 
Mstep: Class 7 contains 6340 members 
Mstep: Class 8 contains 4372 members 
Mstep: Class 9 contains 224958 members 
Mstep: Class 10 contains 28090 members 
Mstep: Class 11 contains 6300 members 
Mstep: Class 12 contains 57471 members 
Mstep: Class 13 contains 13594 members 
Mstep: Class 14 contains 27192 members 
Mstep: Class 15 contains 12420 members 
Mstep: Class 16 contains 23726 members 
Mstep: Class 17 contains 3630 members 
Mstep: Class 18 contains 3912 members 
Mstep: Class 19 contains 16610 members 
Mstep: Class 20 contains 6776 members 
Mstep: Class 21 contains 160674 members 
Mstep: Class 22 contains 182044 members 
Mstep: Class 23 contains 10795 members 
Mstep: Class 24 contains 10466 members 
Mstep: Class 25 contains 9954 members 
Mstep: Class 26 contains 64304 members 
Mstep: Class 27 contains 1483 members 
Mstep: Class 28 contains 13759 members 
Mstep: Class 29 contains 6688 members 
Mstep: Class 30 contains 14116 members 
Mstep: Class 31 contains 55487 members 
Mstep: Class 32 contains 48008 members 
Mstep: Class 33 contains 13040 members 
Mstep: Class 34 contains 43119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147394016.000000 Penalty: 117946.742188
Iteration 65Q: 35 clusters Score -1.47394e+08 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 48295 members 
Mstep: Class 2 contains 11211 members 
Mstep: Class 3 contains 39364 members 
Mstep: Class 4 contains 3104 members 
Mstep: Class 5 contains 4167 members 
Mstep: Class 6 contains 12520 members 
Mstep: Class 7 contains 6356 members 
Mstep: Class 8 contains 4375 members 
Mstep: Class 9 contains 224900 members 
Mstep: Class 10 contains 28075 members 
Mstep: Class 11 contains 6335 members 
Mstep: Class 12 contains 57497 members 
Mstep: Class 13 contains 13536 members 
Mstep: Class 14 contains 26791 members 
Mstep: Class 15 contains 12460 members 
Mstep: Class 16 contains 23761 members 
Mstep: Class 17 contains 3635 members 
Mstep: Class 18 contains 3902 members 
Mstep: Class 19 contains 16677 members 
Mstep: Class 20 contains 6784 members 
Mstep: Class 21 contains 160596 members 
Mstep: Class 22 contains 181976 members 
Mstep: Class 23 contains 10808 members 
Mstep: Class 24 contains 10462 members 
Mstep: Class 25 contains 9965 members 
Mstep: Class 26 contains 64324 members 
Mstep: Class 27 contains 1483 members 
Mstep: Class 28 contains 13732 members 
Mstep: Class 29 contains 6912 members 
Mstep: Class 30 contains 14126 members 
Mstep: Class 31 contains 55512 members 
Mstep: Class 32 contains 48032 members 
Mstep: Class 33 contains 13074 members 
Mstep: Class 34 contains 43322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147394144.000000 Penalty: 117946.742188
Iteration 66Q: 35 clusters Score -1.473941e+08 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 48211 members 
Mstep: Class 2 contains 11224 members 
Mstep: Class 3 contains 39394 members 
Mstep: Class 4 contains 3102 members 
Mstep: Class 5 contains 4167 members 
Mstep: Class 6 contains 12433 members 
Mstep: Class 7 contains 6364 members 
Mstep: Class 8 contains 4377 members 
Mstep: Class 9 contains 224843 members 
Mstep: Class 10 contains 28073 members 
Mstep: Class 11 contains 6376 members 
Mstep: Class 12 contains 57499 members 
Mstep: Class 13 contains 13474 members 
Mstep: Class 14 contains 26421 members 
Mstep: Class 15 contains 12503 members 
Mstep: Class 16 contains 23773 members 
Mstep: Class 17 contains 3637 members 
Mstep: Class 18 contains 3906 members 
Mstep: Class 19 contains 16736 members 
Mstep: Class 20 contains 6791 members 
Mstep: Class 21 contains 160544 members 
Mstep: Class 22 contains 181948 members 
Mstep: Class 23 contains 10824 members 
Mstep: Class 24 contains 10464 members 
Mstep: Class 25 contains 9974 members 
Mstep: Class 26 contains 64337 members 
Mstep: Class 27 contains 1482 members 
Mstep: Class 28 contains 13709 members 
Mstep: Class 29 contains 7118 members 
Mstep: Class 30 contains 14122 members 
Mstep: Class 31 contains 55563 members 
Mstep: Class 32 contains 48044 members 
Mstep: Class 33 contains 13099 members 
Mstep: Class 34 contains 43537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147394672.000000 Penalty: 117946.742188
Iteration 67Q: 35 clusters Score -1.473947e+08 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 48131 members 
Mstep: Class 2 contains 11238 members 
Mstep: Class 3 contains 39421 members 
Mstep: Class 4 contains 3101 members 
Mstep: Class 5 contains 4167 members 
Mstep: Class 6 contains 12327 members 
Mstep: Class 7 contains 6374 members 
Mstep: Class 8 contains 4377 members 
Mstep: Class 9 contains 224793 members 
Mstep: Class 10 contains 28070 members 
Mstep: Class 11 contains 6397 members 
Mstep: Class 12 contains 57518 members 
Mstep: Class 13 contains 13421 members 
Mstep: Class 14 contains 26134 members 
Mstep: Class 15 contains 12548 members 
Mstep: Class 16 contains 23776 members 
Mstep: Class 17 contains 3640 members 
Mstep: Class 18 contains 3897 members 
Mstep: Class 19 contains 16869 members 
Mstep: Class 20 contains 6804 members 
Mstep: Class 21 contains 160507 members 
Mstep: Class 22 contains 181912 members 
Mstep: Class 23 contains 10832 members 
Mstep: Class 24 contains 10457 members 
Mstep: Class 25 contains 9984 members 
Mstep: Class 26 contains 64347 members 
Mstep: Class 27 contains 1483 members 
Mstep: Class 28 contains 13667 members 
Mstep: Class 29 contains 7259 members 
Mstep: Class 30 contains 14132 members 
Mstep: Class 31 contains 55609 members 
Mstep: Class 32 contains 48061 members 
Mstep: Class 33 contains 13119 members 
Mstep: Class 34 contains 43697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147394592.000000 Penalty: 117946.742188
Iteration 68Q: 35 clusters Score -1.473946e+08 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 48052 members 
Mstep: Class 2 contains 11258 members 
Mstep: Class 3 contains 39458 members 
Mstep: Class 4 contains 3093 members 
Mstep: Class 5 contains 4167 members 
Mstep: Class 6 contains 12227 members 
Mstep: Class 7 contains 6380 members 
Mstep: Class 8 contains 4379 members 
Mstep: Class 9 contains 224741 members 
Mstep: Class 10 contains 28073 members 
Mstep: Class 11 contains 6431 members 
Mstep: Class 12 contains 57534 members 
Mstep: Class 13 contains 13374 members 
Mstep: Class 14 contains 25894 members 
Mstep: Class 15 contains 12581 members 
Mstep: Class 16 contains 23786 members 
Mstep: Class 17 contains 3642 members 
Mstep: Class 18 contains 3894 members 
Mstep: Class 19 contains 16972 members 
Mstep: Class 20 contains 6807 members 
Mstep: Class 21 contains 160476 members 
Mstep: Class 22 contains 181892 members 
Mstep: Class 23 contains 10849 members 
Mstep: Class 24 contains 10456 members 
Mstep: Class 25 contains 9983 members 
Mstep: Class 26 contains 64375 members 
Mstep: Class 27 contains 1483 members 
Mstep: Class 28 contains 13636 members 
Mstep: Class 29 contains 7402 members 
Mstep: Class 30 contains 14135 members 
Mstep: Class 31 contains 55641 members 
Mstep: Class 32 contains 48064 members 
Mstep: Class 33 contains 13142 members 
Mstep: Class 34 contains 43792 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147395440.000000 Penalty: 117946.742188
Iteration 69Q: 35 clusters Score -1.473954e+08 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 47987 members 
Mstep: Class 2 contains 11286 members 
Mstep: Class 3 contains 39499 members 
Mstep: Class 4 contains 3080 members 
Mstep: Class 5 contains 4167 members 
Mstep: Class 6 contains 12164 members 
Mstep: Class 7 contains 6391 members 
Mstep: Class 8 contains 4379 members 
Mstep: Class 9 contains 224688 members 
Mstep: Class 10 contains 28055 members 
Mstep: Class 11 contains 6455 members 
Mstep: Class 12 contains 57530 members 
Mstep: Class 13 contains 13334 members 
Mstep: Class 14 contains 25692 members 
Mstep: Class 15 contains 12625 members 
Mstep: Class 16 contains 23781 members 
Mstep: Class 17 contains 3642 members 
Mstep: Class 18 contains 3896 members 
Mstep: Class 19 contains 17062 members 
Mstep: Class 20 contains 6813 members 
Mstep: Class 21 contains 160451 members 
Mstep: Class 22 contains 181862 members 
Mstep: Class 23 contains 10860 members 
Mstep: Class 24 contains 10452 members 
Mstep: Class 25 contains 9988 members 
Mstep: Class 26 contains 64426 members 
Mstep: Class 27 contains 1484 members 
Mstep: Class 28 contains 13601 members 
Mstep: Class 29 contains 7538 members 
Mstep: Class 30 contains 14133 members 
Mstep: Class 31 contains 55669 members 
Mstep: Class 32 contains 48057 members 
Mstep: Class 33 contains 13163 members 
Mstep: Class 34 contains 43859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147395664.000000 Penalty: 117946.742188
Iteration 70Q: 35 clusters Score -1.473957e+08 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 47908 members 
Mstep: Class 2 contains 11297 members 
Mstep: Class 3 contains 39536 members 
Mstep: Class 4 contains 3072 members 
Mstep: Class 5 contains 4167 members 
Mstep: Class 6 contains 12102 members 
Mstep: Class 7 contains 6392 members 
Mstep: Class 8 contains 4379 members 
Mstep: Class 9 contains 224655 members 
Mstep: Class 10 contains 28040 members 
Mstep: Class 11 contains 6479 members 
Mstep: Class 12 contains 57548 members 
Mstep: Class 13 contains 13307 members 
Mstep: Class 14 contains 25534 members 
Mstep: Class 15 contains 12659 members 
Mstep: Class 16 contains 23768 members 
Mstep: Class 17 contains 3643 members 
Mstep: Class 18 contains 3895 members 
Mstep: Class 19 contains 17130 members 
Mstep: Class 20 contains 6817 members 
Mstep: Class 21 contains 160423 members 
Mstep: Class 22 contains 181836 members 
Mstep: Class 23 contains 10859 members 
Mstep: Class 24 contains 10444 members 
Mstep: Class 25 contains 9992 members 
Mstep: Class 26 contains 64466 members 
Mstep: Class 27 contains 1484 members 
Mstep: Class 28 contains 13569 members 
Mstep: Class 29 contains 7654 members 
Mstep: Class 30 contains 14134 members 
Mstep: Class 31 contains 55724 members 
Mstep: Class 32 contains 48072 members 
Mstep: Class 33 contains 13189 members 
Mstep: Class 34 contains 43895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147395984.000000 Penalty: 117946.742188
Iteration 71Q: 35 clusters Score -1.47396e+08 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 47832 members 
Mstep: Class 2 contains 11312 members 
Mstep: Class 3 contains 39564 members 
Mstep: Class 4 contains 3071 members 
Mstep: Class 5 contains 4167 members 
Mstep: Class 6 contains 12036 members 
Mstep: Class 7 contains 6402 members 
Mstep: Class 8 contains 4380 members 
Mstep: Class 9 contains 224624 members 
Mstep: Class 10 contains 28036 members 
Mstep: Class 11 contains 6492 members 
Mstep: Class 12 contains 57551 members 
Mstep: Class 13 contains 13273 members 
Mstep: Class 14 contains 25396 members 
Mstep: Class 15 contains 12670 members 
Mstep: Class 16 contains 23762 members 
Mstep: Class 17 contains 3650 members 
Mstep: Class 18 contains 3895 members 
Mstep: Class 19 contains 17215 members 
Mstep: Class 20 contains 6819 members 
Mstep: Class 21 contains 160397 members 
Mstep: Class 22 contains 181829 members 
Mstep: Class 23 contains 10868 members 
Mstep: Class 24 contains 10444 members 
Mstep: Class 25 contains 9988 members 
Mstep: Class 26 contains 64481 members 
Mstep: Class 27 contains 1485 members 
Mstep: Class 28 contains 13542 members 
Mstep: Class 29 contains 7764 members 
Mstep: Class 30 contains 14133 members 
Mstep: Class 31 contains 55770 members 
Mstep: Class 32 contains 48081 members 
Mstep: Class 33 contains 13212 members 
Mstep: Class 34 contains 43928 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147396160.000000 Penalty: 117946.742188
Iteration 72Q: 35 clusters Score -1.473962e+08 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 47762 members 
Mstep: Class 2 contains 11320 members 
Mstep: Class 3 contains 39583 members 
Mstep: Class 4 contains 3071 members 
Mstep: Class 5 contains 4167 members 
Mstep: Class 6 contains 11969 members 
Mstep: Class 7 contains 6412 members 
Mstep: Class 8 contains 4383 members 
Mstep: Class 9 contains 224606 members 
Mstep: Class 10 contains 28027 members 
Mstep: Class 11 contains 6517 members 
Mstep: Class 12 contains 57547 members 
Mstep: Class 13 contains 13251 members 
Mstep: Class 14 contains 25268 members 
Mstep: Class 15 contains 12684 members 
Mstep: Class 16 contains 23745 members 
Mstep: Class 17 contains 3654 members 
Mstep: Class 18 contains 3899 members 
Mstep: Class 19 contains 17292 members 
Mstep: Class 20 contains 6822 members 
Mstep: Class 21 contains 160377 members 
Mstep: Class 22 contains 181831 members 
Mstep: Class 23 contains 10879 members 
Mstep: Class 24 contains 10442 members 
Mstep: Class 25 contains 9991 members 
Mstep: Class 26 contains 64501 members 
Mstep: Class 27 contains 1484 members 
Mstep: Class 28 contains 13527 members 
Mstep: Class 29 contains 7856 members 
Mstep: Class 30 contains 14130 members 
Mstep: Class 31 contains 55800 members 
Mstep: Class 32 contains 48086 members 
Mstep: Class 33 contains 13219 members 
Mstep: Class 34 contains 43967 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147396048.000000 Penalty: 117946.742188
Iteration 73Q: 35 clusters Score -1.47396e+08 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 47700 members 
Mstep: Class 2 contains 11332 members 
Mstep: Class 3 contains 39606 members 
Mstep: Class 4 contains 3067 members 
Mstep: Class 5 contains 4167 members 
Mstep: Class 6 contains 11918 members 
Mstep: Class 7 contains 6409 members 
Mstep: Class 8 contains 4385 members 
Mstep: Class 9 contains 224576 members 
Mstep: Class 10 contains 28018 members 
Mstep: Class 11 contains 6546 members 
Mstep: Class 12 contains 57547 members 
Mstep: Class 13 contains 13224 members 
Mstep: Class 14 contains 25160 members 
Mstep: Class 15 contains 12697 members 
Mstep: Class 16 contains 23740 members 
Mstep: Class 17 contains 3658 members 
Mstep: Class 18 contains 3887 members 
Mstep: Class 19 contains 17359 members 
Mstep: Class 20 contains 6827 members 
Mstep: Class 21 contains 160366 members 
Mstep: Class 22 contains 181836 members 
Mstep: Class 23 contains 10889 members 
Mstep: Class 24 contains 10442 members 
Mstep: Class 25 contains 9994 members 
Mstep: Class 26 contains 64509 members 
Mstep: Class 27 contains 1485 members 
Mstep: Class 28 contains 13503 members 
Mstep: Class 29 contains 7946 members 
Mstep: Class 30 contains 14141 members 
Mstep: Class 31 contains 55811 members 
Mstep: Class 32 contains 48097 members 
Mstep: Class 33 contains 13229 members 
Mstep: Class 34 contains 43998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147396224.000000 Penalty: 117946.742188
Iteration 74Q: 35 clusters Score -1.473962e+08 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 47637 members 
Mstep: Class 2 contains 11346 members 
Mstep: Class 3 contains 39631 members 
Mstep: Class 4 contains 3061 members 
Mstep: Class 5 contains 4167 members 
Mstep: Class 6 contains 11878 members 
Mstep: Class 7 contains 6407 members 
Mstep: Class 8 contains 4387 members 
Mstep: Class 9 contains 224547 members 
Mstep: Class 10 contains 28016 members 
Mstep: Class 11 contains 6571 members 
Mstep: Class 12 contains 57524 members 
Mstep: Class 13 contains 13209 members 
Mstep: Class 14 contains 25061 members 
Mstep: Class 15 contains 12704 members 
Mstep: Class 16 contains 23741 members 
Mstep: Class 17 contains 3658 members 
Mstep: Class 18 contains 3892 members 
Mstep: Class 19 contains 17401 members 
Mstep: Class 20 contains 6831 members 
Mstep: Class 21 contains 160350 members 
Mstep: Class 22 contains 181855 members 
Mstep: Class 23 contains 10890 members 
Mstep: Class 24 contains 10448 members 
Mstep: Class 25 contains 9998 members 
Mstep: Class 26 contains 64525 members 
Mstep: Class 27 contains 1485 members 
Mstep: Class 28 contains 13485 members 
Mstep: Class 29 contains 8033 members 
Mstep: Class 30 contains 14136 members 
Mstep: Class 31 contains 55808 members 
Mstep: Class 32 contains 48110 members 
Mstep: Class 33 contains 13248 members 
Mstep: Class 34 contains 44029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147395888.000000 Penalty: 117946.742188
Iteration 75Q: 35 clusters Score -1.473959e+08 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 47569 members 
Mstep: Class 2 contains 11362 members 
Mstep: Class 3 contains 39638 members 
Mstep: Class 4 contains 3057 members 
Mstep: Class 5 contains 4167 members 
Mstep: Class 6 contains 11847 members 
Mstep: Class 7 contains 6409 members 
Mstep: Class 8 contains 4390 members 
Mstep: Class 9 contains 224519 members 
Mstep: Class 10 contains 28008 members 
Mstep: Class 11 contains 6591 members 
Mstep: Class 12 contains 57508 members 
Mstep: Class 13 contains 13202 members 
Mstep: Class 14 contains 24989 members 
Mstep: Class 15 contains 12708 members 
Mstep: Class 16 contains 23740 members 
Mstep: Class 17 contains 3660 members 
Mstep: Class 18 contains 3884 members 
Mstep: Class 19 contains 17433 members 
Mstep: Class 20 contains 6838 members 
Mstep: Class 21 contains 160338 members 
Mstep: Class 22 contains 181891 members 
Mstep: Class 23 contains 10892 members 
Mstep: Class 24 contains 10451 members 
Mstep: Class 25 contains 10000 members 
Mstep: Class 26 contains 64544 members 
Mstep: Class 27 contains 1486 members 
Mstep: Class 28 contains 13469 members 
Mstep: Class 29 contains 8109 members 
Mstep: Class 30 contains 14143 members 
Mstep: Class 31 contains 55800 members 
Mstep: Class 32 contains 48125 members 
Mstep: Class 33 contains 13264 members 
Mstep: Class 34 contains 44038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147395600.000000 Penalty: 117946.742188
Iteration 76Q: 35 clusters Score -1.473956e+08 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 47510 members 
Mstep: Class 2 contains 11371 members 
Mstep: Class 3 contains 39643 members 
Mstep: Class 4 contains 3054 members 
Mstep: Class 5 contains 4167 members 
Mstep: Class 6 contains 11810 members 
Mstep: Class 7 contains 6412 members 
Mstep: Class 8 contains 4392 members 
Mstep: Class 9 contains 224498 members 
Mstep: Class 10 contains 28002 members 
Mstep: Class 11 contains 6609 members 
Mstep: Class 12 contains 57499 members 
Mstep: Class 13 contains 13199 members 
Mstep: Class 14 contains 24937 members 
Mstep: Class 15 contains 12710 members 
Mstep: Class 16 contains 23737 members 
Mstep: Class 17 contains 3659 members 
Mstep: Class 18 contains 3891 members 
Mstep: Class 19 contains 17463 members 
Mstep: Class 20 contains 6838 members 
Mstep: Class 21 contains 160309 members 
Mstep: Class 22 contains 181926 members 
Mstep: Class 23 contains 10899 members 
Mstep: Class 24 contains 10454 members 
Mstep: Class 25 contains 10006 members 
Mstep: Class 26 contains 64552 members 
Mstep: Class 27 contains 1487 members 
Mstep: Class 28 contains 13462 members 
Mstep: Class 29 contains 8179 members 
Mstep: Class 30 contains 14135 members 
Mstep: Class 31 contains 55812 members 
Mstep: Class 32 contains 48136 members 
Mstep: Class 33 contains 13277 members 
Mstep: Class 34 contains 44034 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147396560.000000 Penalty: 117946.742188
Iteration 77Q: 35 clusters Score -1.473966e+08 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 47452 members 
Mstep: Class 2 contains 11384 members 
Mstep: Class 3 contains 39657 members 
Mstep: Class 4 contains 3053 members 
Mstep: Class 5 contains 4167 members 
Mstep: Class 6 contains 11784 members 
Mstep: Class 7 contains 6411 members 
Mstep: Class 8 contains 4393 members 
Mstep: Class 9 contains 224467 members 
Mstep: Class 10 contains 28000 members 
Mstep: Class 11 contains 6622 members 
Mstep: Class 12 contains 57494 members 
Mstep: Class 13 contains 13192 members 
Mstep: Class 14 contains 24886 members 
Mstep: Class 15 contains 12714 members 
Mstep: Class 16 contains 23731 members 
Mstep: Class 17 contains 3663 members 
Mstep: Class 18 contains 3897 members 
Mstep: Class 19 contains 17465 members 
Mstep: Class 20 contains 6840 members 
Mstep: Class 21 contains 160287 members 
Mstep: Class 22 contains 181964 members 
Mstep: Class 23 contains 10899 members 
Mstep: Class 24 contains 10452 members 
Mstep: Class 25 contains 10010 members 
Mstep: Class 26 contains 64566 members 
Mstep: Class 27 contains 1486 members 
Mstep: Class 28 contains 13454 members 
Mstep: Class 29 contains 8244 members 
Mstep: Class 30 contains 14132 members 
Mstep: Class 31 contains 55842 members 
Mstep: Class 32 contains 48148 members 
Mstep: Class 33 contains 13284 members 
Mstep: Class 34 contains 44029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147396656.000000 Penalty: 117946.742188
Iteration 78Q: 35 clusters Score -1.473967e+08 nChanged 601
Entering ConstructFrom: 
Score: -147396656.000000 Penalty: 117946.742188
Entering ConstructFrom: 
Trying to split cluster 1 (47406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47406 members 
Entering Unmasked Estep 
Score: -6209700.500000 Penalty: 2670.093018
	Iteration 0F: 2 clusters Score -6209700 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23661 members 
Mstep: Class 2 contains 23745 members 
Entering Unmasked Estep 
Score: -6177560.500000 Penalty: 5340.186035
	Iteration 0F: 3 clusters Score -6177560 nChanged 21937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23128 members 
Mstep: Class 2 contains 24278 members 
Entering Unmasked Estep 
Score: -6189545.500000 Penalty: 5340.186035
	Iteration 1F: 3 clusters Score -6189546 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22797 members 
Mstep: Class 2 contains 24609 members 
Entering Unmasked Estep 
Score: -6190095.000000 Penalty: 5340.186035
	Iteration 2Q: 3 clusters Score -6190095 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22223 members 
Mstep: Class 2 contains 25183 members 
Entering Unmasked Estep 
Score: -6190700.000000 Penalty: 5340.186035
	Iteration 3Q: 3 clusters Score -6190700 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21472 members 
Mstep: Class 2 contains 25934 members 
Entering Unmasked Estep 
Score: -6191396.000000 Penalty: 5340.186035
	Iteration 4Q: 3 clusters Score -6191396 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20448 members 
Mstep: Class 2 contains 26958 members 
Entering Unmasked Estep 
Score: -6192499.000000 Penalty: 5340.186035
	Iteration 5Q: 3 clusters Score -6192499 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18963 members 
Mstep: Class 2 contains 28443 members 
Entering Unmasked Estep 
Score: -6194099.000000 Penalty: 5340.186035
	Iteration 6F: 3 clusters Score -6194099 nChanged 3146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17077 members 
Mstep: Class 2 contains 30329 members 
Entering Unmasked Estep 
Score: -6196282.000000 Penalty: 5340.186035
	Iteration 7F: 3 clusters Score -6196282 nChanged 3265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14978 members 
Mstep: Class 2 contains 32428 members 
Entering Unmasked Estep 
Score: -6198772.000000 Penalty: 5340.186035
	Iteration 8F: 3 clusters Score -6198772 nChanged 2975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12989 members 
Mstep: Class 2 contains 34417 members 
Entering Unmasked Estep 
Score: -6201160.500000 Penalty: 5340.186035
	Iteration 9F: 3 clusters Score -6201160 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11488 members 
Mstep: Class 2 contains 35918 members 
Entering Unmasked Estep 
Score: -6203055.500000 Penalty: 5340.186035
	Iteration 10Q: 3 clusters Score -6203056 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10436 members 
Mstep: Class 2 contains 36970 members 
Entering Unmasked Estep 
Score: -6204088.000000 Penalty: 5340.186035
	Iteration 11Q: 3 clusters Score -6204088 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 37811 members 
Entering Unmasked Estep 
Score: -6204667.000000 Penalty: 5340.186035
	Iteration 12Q: 3 clusters Score -6204667 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 38496 members 
Entering Unmasked Estep 
Score: -6205035.500000 Penalty: 5340.186035
	Iteration 13Q: 3 clusters Score -6205036 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 39181 members 
Entering Unmasked Estep 
Score: -6205396.000000 Penalty: 5340.186035
	Iteration 14Q: 3 clusters Score -6205396 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 39826 members 
Entering Unmasked Estep 
Score: -6205669.500000 Penalty: 5340.186035
	Iteration 15Q: 3 clusters Score -6205670 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 40333 members 
Entering Unmasked Estep 
Score: -6205873.000000 Penalty: 5340.186035
	Iteration 16Q: 3 clusters Score -6205873 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 40786 members 
Entering Unmasked Estep 
Score: -6206027.500000 Penalty: 5340.186035
	Iteration 17Q: 3 clusters Score -6206028 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 41198 members 
Entering Unmasked Estep 
Score: -6206164.000000 Penalty: 5340.186035
	Iteration 18Q: 3 clusters Score -6206164 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 41597 members 
Entering Unmasked Estep 
Score: -6206294.000000 Penalty: 5340.186035
	Iteration 19Q: 3 clusters Score -6206294 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 41952 members 
Entering Unmasked Estep 
Score: -6206421.000000 Penalty: 5340.186035
	Iteration 20F: 3 clusters Score -6206421 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 42241 members 
Entering Unmasked Estep 
Score: -6206503.500000 Penalty: 5340.186035
	Iteration 21Q: 3 clusters Score -6206504 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 42524 members 
Entering Unmasked Estep 
Score: -6206567.000000 Penalty: 5340.186035
	Iteration 22Q: 3 clusters Score -6206567 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 42786 members 
Entering Unmasked Estep 
Score: -6206642.000000 Penalty: 5340.186035
	Iteration 23Q: 3 clusters Score -6206642 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 43031 members 
Entering Unmasked Estep 
Score: -6206723.000000 Penalty: 5340.186035
	Iteration 24Q: 3 clusters Score -6206723 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 43245 members 
Entering Unmasked Estep 
Score: -6206801.000000 Penalty: 5340.186035
	Iteration 25Q: 3 clusters Score -6206801 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 43447 members 
Entering Unmasked Estep 
Score: -6206845.000000 Penalty: 5340.186035
	Iteration 26Q: 3 clusters Score -6206845 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 43633 members 
Entering Unmasked Estep 
Score: -6206889.000000 Penalty: 5340.186035
	Iteration 27Q: 3 clusters Score -6206889 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 43808 members 
Entering Unmasked Estep 
Score: -6206941.500000 Penalty: 5340.186035
	Iteration 28Q: 3 clusters Score -6206942 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 43969 members 
Entering Unmasked Estep 
Score: -6206999.500000 Penalty: 5340.186035
	Iteration 29Q: 3 clusters Score -6207000 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 44137 members 
Entering Unmasked Estep 
Score: -6207031.000000 Penalty: 5340.186035
	Iteration 30Q: 3 clusters Score -6207031 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 44276 members 
Entering Unmasked Estep 
Score: -6207063.500000 Penalty: 5340.186035
	Iteration 31Q: 3 clusters Score -6207064 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 44392 members 
Entering Unmasked Estep 
Score: -6207095.500000 Penalty: 5340.186035
	Iteration 32Q: 3 clusters Score -6207096 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 44515 members 
Entering Unmasked Estep 
Score: -6207154.000000 Penalty: 5340.186035
	Iteration 33Q: 3 clusters Score -6207154 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 44646 members 
Entering Unmasked Estep 
Score: -6207216.000000 Penalty: 5340.186035
	Iteration 34Q: 3 clusters Score -6207216 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 44760 members 
Entering Unmasked Estep 
Score: -6207263.500000 Penalty: 5340.186035
	Iteration 35Q: 3 clusters Score -6207264 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 44874 members 
Entering Unmasked Estep 
Score: -6207294.500000 Penalty: 5340.186035
	Iteration 36Q: 3 clusters Score -6207294 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 44966 members 
Entering Unmasked Estep 
Score: -6207323.500000 Penalty: 5340.186035
	Iteration 37Q: 3 clusters Score -6207324 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 45046 members 
Entering Unmasked Estep 
Score: -6207363.500000 Penalty: 5340.186035
	Iteration 38Q: 3 clusters Score -6207364 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 45109 members 
Entering Unmasked Estep 
Score: -6207387.500000 Penalty: 5340.186035
	Iteration 39Q: 3 clusters Score -6207388 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 45176 members 
Entering Unmasked Estep 
Score: -6207406.500000 Penalty: 5340.186035
	Iteration 40F: 3 clusters Score -6207406 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 45237 members 
Entering Unmasked Estep 
Score: -6207445.000000 Penalty: 5340.186035
	Iteration 41Q: 3 clusters Score -6207445 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 45288 members 
Entering Unmasked Estep 
Score: -6207452.000000 Penalty: 5340.186035
	Iteration 42Q: 3 clusters Score -6207452 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 45326 members 
Entering Unmasked Estep 
Score: -6207458.000000 Penalty: 5340.186035
	Iteration 43Q: 3 clusters Score -6207458 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 45376 members 
Entering Unmasked Estep 
Score: -6207499.500000 Penalty: 5340.186035
	Iteration 44Q: 3 clusters Score -6207500 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 45423 members 
Entering Unmasked Estep 
Score: -6207514.500000 Penalty: 5340.186035
	Iteration 45Q: 3 clusters Score -6207514 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 45471 members 
Entering Unmasked Estep 
Score: -6207538.000000 Penalty: 5340.186035
	Iteration 46Q: 3 clusters Score -6207538 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 45516 members 
Entering Unmasked Estep 
Score: -6207561.000000 Penalty: 5340.186035
	Iteration 47Q: 3 clusters Score -6207561 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 45551 members 
Entering Unmasked Estep 
Score: -6207558.500000 Penalty: 5340.186035
	Iteration 48Q: 3 clusters Score -6207558 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 45583 members 
Entering Unmasked Estep 
Score: -6207576.500000 Penalty: 5340.186035
	Iteration 49Q: 3 clusters Score -6207576 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 45614 members 
Entering Unmasked Estep 
Score: -6207576.500000 Penalty: 5340.186035
	Iteration 50Q: 3 clusters Score -6207576 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 45641 members 
Entering Unmasked Estep 
Score: -6207596.000000 Penalty: 5340.186035
	Iteration 51Q: 3 clusters Score -6207596 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 45675 members 
Entering Unmasked Estep 
Score: -6207594.000000 Penalty: 5340.186035
	Iteration 52Q: 3 clusters Score -6207594 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 45710 members 
Entering Unmasked Estep 
Score: -6207598.500000 Penalty: 5340.186035
	Iteration 53Q: 3 clusters Score -6207598 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 45736 members 
Entering Unmasked Estep 
Score: -6207601.000000 Penalty: 5340.186035
	Iteration 54Q: 3 clusters Score -6207601 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 45753 members 
Entering Unmasked Estep 
Score: -6207611.000000 Penalty: 5340.186035
	Iteration 55Q: 3 clusters Score -6207611 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 45766 members 
Entering Unmasked Estep 
Score: -6207623.500000 Penalty: 5340.186035
	Iteration 56Q: 3 clusters Score -6207624 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 45776 members 
Entering Unmasked Estep 
Score: -6207621.500000 Penalty: 5340.186035
	Iteration 57Q: 3 clusters Score -6207622 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 45786 members 
Entering Unmasked Estep 
Score: -6207618.500000 Penalty: 5340.186035
	Iteration 58Q: 3 clusters Score -6207618 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 45795 members 
Entering Unmasked Estep 
Score: -6207635.500000 Penalty: 5340.186035
	Iteration 59Q: 3 clusters Score -6207636 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 45802 members 
Entering Unmasked Estep 
Score: -6207628.000000 Penalty: 5340.186035
	Iteration 60F: 3 clusters Score -6207628 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 45811 members 
Entering Unmasked Estep 
Score: -6207623.500000 Penalty: 5340.186035
	Iteration 61Q: 3 clusters Score -6207624 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 45815 members 
Entering Unmasked Estep 
Score: -6207620.500000 Penalty: 5340.186035
	Iteration 62Q: 3 clusters Score -6207620 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 45820 members 
Entering Unmasked Estep 
Score: -6207624.500000 Penalty: 5340.186035
	Iteration 63Q: 3 clusters Score -6207624 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 45825 members 
Entering Unmasked Estep 
Score: -6207627.000000 Penalty: 5340.186035
	Iteration 64Q: 3 clusters Score -6207627 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 45831 members 
Entering Unmasked Estep 
Score: -6207635.000000 Penalty: 5340.186035
	Iteration 65Q: 3 clusters Score -6207635 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 45839 members 
Entering Unmasked Estep 
Score: -6207631.500000 Penalty: 5340.186035
	Iteration 66Q: 3 clusters Score -6207632 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 45845 members 
Entering Unmasked Estep 
Score: -6207637.000000 Penalty: 5340.186035
	Iteration 67Q: 3 clusters Score -6207637 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 45852 members 
Entering Unmasked Estep 
Score: -6207642.000000 Penalty: 5340.186035
	Iteration 68Q: 3 clusters Score -6207642 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 45857 members 
Entering Unmasked Estep 
Score: -6207639.000000 Penalty: 5340.186035
	Iteration 69Q: 3 clusters Score -6207639 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 45860 members 
Entering Unmasked Estep 
Score: -6207636.000000 Penalty: 5340.186035
	Iteration 70Q: 3 clusters Score -6207636 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 45863 members 
Entering Unmasked Estep 
Score: -6207632.000000 Penalty: 5340.186035
	Iteration 71Q: 3 clusters Score -6207632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 45865 members 
Entering Unmasked Estep 
Score: -6207634.000000 Penalty: 5340.186035
	Iteration 72Q: 3 clusters Score -6207634 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 45866 members 
Entering Unmasked Estep 
Score: -6207630.500000 Penalty: 5340.186035
	Iteration 73Q: 3 clusters Score -6207630 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 45869 members 
Entering Unmasked Estep 
Score: -6207632.000000 Penalty: 5340.186035
	Iteration 74Q: 3 clusters Score -6207632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 45870 members 
Entering Unmasked Estep 
Score: -6207637.000000 Penalty: 5340.186035
	Iteration 75Q: 3 clusters Score -6207637 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 45870 members 
Entering Unmasked Estep 
Score: -6207637.000000 Penalty: 5340.186035
	Iteration 76F: 3 clusters Score -6207637 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (11393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11393 members 
Entering Unmasked Estep 
Score: -1405958.875000 Penalty: 2316.507080
	Iteration 0F: 2 clusters Score -1405959 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -1397439.875000 Penalty: 4633.014160
	Iteration 0F: 3 clusters Score -1397440 nChanged 4830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -1400606.375000 Penalty: 4633.014160
	Iteration 1F: 3 clusters Score -1400606 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -1401937.250000 Penalty: 4633.014160
	Iteration 2F: 3 clusters Score -1401937 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -1403849.000000 Penalty: 4633.014160
	Iteration 3F: 3 clusters Score -1403849 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -1405543.875000 Penalty: 4633.014160
	Iteration 4F: 3 clusters Score -1405544 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -1406652.625000 Penalty: 4633.014160
	Iteration 5F: 3 clusters Score -1406653 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -1407262.125000 Penalty: 4633.014160
	Iteration 6Q: 3 clusters Score -1407262 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -1407521.500000 Penalty: 4633.014160
	Iteration 7Q: 3 clusters Score -1407522 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -1407596.500000 Penalty: 4633.014160
	Iteration 8Q: 3 clusters Score -1407596 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -1407629.625000 Penalty: 4633.014160
	Iteration 9Q: 3 clusters Score -1407630 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -1407646.250000 Penalty: 4633.014160
	Iteration 10Q: 3 clusters Score -1407646 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -1407646.375000 Penalty: 4633.014160
	Iteration 11Q: 3 clusters Score -1407646 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -1407652.250000 Penalty: 4633.014160
	Iteration 12Q: 3 clusters Score -1407652 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -1407656.375000 Penalty: 4633.014160
	Iteration 13Q: 3 clusters Score -1407656 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -1407657.750000 Penalty: 4633.014160
	Iteration 14Q: 3 clusters Score -1407658 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -1407659.125000 Penalty: 4633.014160
	Iteration 15Q: 3 clusters Score -1407659 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -1407660.625000 Penalty: 4633.014160
	Iteration 16Q: 3 clusters Score -1407661 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -1407659.625000 Penalty: 4633.014160
	Iteration 17Q: 3 clusters Score -1407660 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -1407659.500000 Penalty: 4633.014160
	Iteration 18Q: 3 clusters Score -1407660 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -1407660.375000 Penalty: 4633.014160
	Iteration 19Q: 3 clusters Score -1407660 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -1407659.375000 Penalty: 4633.014160
	Iteration 20F: 3 clusters Score -1407659 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -1407659.375000 Penalty: 4633.014160
	Iteration 21Q: 3 clusters Score -1407659 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -1407660.625000 Penalty: 4633.014160
	Iteration 22Q: 3 clusters Score -1407661 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -1407661.875000 Penalty: 4633.014160
	Iteration 23Q: 3 clusters Score -1407662 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -1407661.875000 Penalty: 4633.014160
	Iteration 24F: 3 clusters Score -1407662 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 47406 members 
Mstep: Class 2 contains 3840 members 
Mstep: Class 3 contains 39670 members 
Mstep: Class 4 contains 3051 members 
Mstep: Class 5 contains 4167 members 
Mstep: Class 6 contains 11752 members 
Mstep: Class 7 contains 6414 members 
Mstep: Class 8 contains 4395 members 
Mstep: Class 9 contains 224436 members 
Mstep: Class 10 contains 27995 members 
Mstep: Class 11 contains 6639 members 
Mstep: Class 12 contains 57504 members 
Mstep: Class 13 contains 13185 members 
Mstep: Class 14 contains 24837 members 
Mstep: Class 15 contains 12719 members 
Mstep: Class 16 contains 23724 members 
Mstep: Class 17 contains 3666 members 
Mstep: Class 18 contains 3898 members 
Mstep: Class 19 contains 17460 members 
Mstep: Class 20 contains 6841 members 
Mstep: Class 21 contains 160272 members 
Mstep: Class 22 contains 181989 members 
Mstep: Class 23 contains 10910 members 
Mstep: Class 24 contains 10451 members 
Mstep: Class 25 contains 10012 members 
Mstep: Class 26 contains 64576 members 
Mstep: Class 27 contains 1487 members 
Mstep: Class 28 contains 13443 members 
Mstep: Class 29 contains 8309 members 
Mstep: Class 30 contains 14132 members 
Mstep: Class 31 contains 55868 members 
Mstep: Class 32 contains 48150 members 
Mstep: Class 33 contains 13287 members 
Mstep: Class 34 contains 44031 members 
Mstep: Class 35 contains 7553 members 
Entering Unmasked Estep 
Score: -147396880.000000 Penalty: 121415.765625
Splitting cluster 2 changes total score from -147396656.000000 to -147396880.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 3 (39670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39670 members 
Entering Unmasked Estep 
Score: -4990353.000000 Penalty: 2625.910889
	Iteration 0F: 2 clusters Score -4990353 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19621 members 
Mstep: Class 2 contains 20049 members 
Entering Unmasked Estep 
Score: -4963252.000000 Penalty: 5251.821777
	Iteration 0F: 3 clusters Score -4963252 nChanged 18215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18280 members 
Mstep: Class 2 contains 21390 members 
Entering Unmasked Estep 
Score: -4973434.500000 Penalty: 5251.821777
	Iteration 1F: 3 clusters Score -4973434 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17349 members 
Mstep: Class 2 contains 22321 members 
Entering Unmasked Estep 
Score: -4974211.000000 Penalty: 5251.821777
	Iteration 2Q: 3 clusters Score -4974211 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16017 members 
Mstep: Class 2 contains 23653 members 
Entering Unmasked Estep 
Score: -4975356.000000 Penalty: 5251.821777
	Iteration 3F: 3 clusters Score -4975356 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14101 members 
Mstep: Class 2 contains 25569 members 
Entering Unmasked Estep 
Score: -4976949.500000 Penalty: 5251.821777
	Iteration 4F: 3 clusters Score -4976950 nChanged 2997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11556 members 
Mstep: Class 2 contains 28114 members 
Entering Unmasked Estep 
Score: -4979201.000000 Penalty: 5251.821777
	Iteration 5F: 3 clusters Score -4979201 nChanged 3187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 31041 members 
Entering Unmasked Estep 
Score: -4981935.000000 Penalty: 5251.821777
	Iteration 6F: 3 clusters Score -4981935 nChanged 2894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 33817 members 
Entering Unmasked Estep 
Score: -4984791.000000 Penalty: 5251.821777
	Iteration 7F: 3 clusters Score -4984791 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 35915 members 
Entering Unmasked Estep 
Score: -4987176.000000 Penalty: 5251.821777
	Iteration 8F: 3 clusters Score -4987176 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 37006 members 
Entering Unmasked Estep 
Score: -4988729.500000 Penalty: 5251.821777
	Iteration 9Q: 3 clusters Score -4988730 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 37478 members 
Entering Unmasked Estep 
Score: -4989704.500000 Penalty: 5251.821777
	Iteration 10Q: 3 clusters Score -4989704 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 37662 members 
Entering Unmasked Estep 
Score: -4990231.000000 Penalty: 5251.821777
	Iteration 11Q: 3 clusters Score -4990231 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 37751 members 
Entering Unmasked Estep 
Score: -4990483.000000 Penalty: 5251.821777
	Iteration 12Q: 3 clusters Score -4990483 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 37783 members 
Entering Unmasked Estep 
Score: -4990603.500000 Penalty: 5251.821777
	Iteration 13Q: 3 clusters Score -4990604 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 37793 members 
Entering Unmasked Estep 
Score: -4990639.000000 Penalty: 5251.821777
	Iteration 14Q: 3 clusters Score -4990639 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 37796 members 
Entering Unmasked Estep 
Score: -4990645.500000 Penalty: 5251.821777
	Iteration 15Q: 3 clusters Score -4990646 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 37794 members 
Entering Unmasked Estep 
Score: -4990656.000000 Penalty: 5251.821777
	Iteration 16Q: 3 clusters Score -4990656 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 37785 members 
Entering Unmasked Estep 
Score: -4990654.500000 Penalty: 5251.821777
	Iteration 17Q: 3 clusters Score -4990654 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 37787 members 
Entering Unmasked Estep 
Score: -4990657.000000 Penalty: 5251.821777
	Iteration 18Q: 3 clusters Score -4990657 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 37787 members 
Entering Unmasked Estep 
Score: -4990660.500000 Penalty: 5251.821777
	Iteration 19Q: 3 clusters Score -4990660 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 37785 members 
Entering Unmasked Estep 
Score: -4990661.500000 Penalty: 5251.821777
	Iteration 20F: 3 clusters Score -4990662 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 37782 members 
Entering Unmasked Estep 
Score: -4990662.000000 Penalty: 5251.821777
	Iteration 21Q: 3 clusters Score -4990662 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 37782 members 
Entering Unmasked Estep 
Score: -4990661.500000 Penalty: 5251.821777
	Iteration 22Q: 3 clusters Score -4990662 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 37780 members 
Entering Unmasked Estep 
Score: -4990660.000000 Penalty: 5251.821777
	Iteration 23Q: 3 clusters Score -4990660 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 37779 members 
Entering Unmasked Estep 
Score: -4990662.500000 Penalty: 5251.821777
	Iteration 24Q: 3 clusters Score -4990662 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 37779 members 
Entering Unmasked Estep 
Score: -4990662.500000 Penalty: 5251.821777
	Iteration 25F: 3 clusters Score -4990662 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 47406 members 
Mstep: Class 2 contains 3840 members 
Mstep: Class 3 contains 1891 members 
Mstep: Class 4 contains 3051 members 
Mstep: Class 5 contains 4167 members 
Mstep: Class 6 contains 11752 members 
Mstep: Class 7 contains 6414 members 
Mstep: Class 8 contains 4395 members 
Mstep: Class 9 contains 224436 members 
Mstep: Class 10 contains 27995 members 
Mstep: Class 11 contains 6639 members 
Mstep: Class 12 contains 57504 members 
Mstep: Class 13 contains 13185 members 
Mstep: Class 14 contains 24837 members 
Mstep: Class 15 contains 12719 members 
Mstep: Class 16 contains 23724 members 
Mstep: Class 17 contains 3666 members 
Mstep: Class 18 contains 3898 members 
Mstep: Class 19 contains 17460 members 
Mstep: Class 20 contains 6841 members 
Mstep: Class 21 contains 160272 members 
Mstep: Class 22 contains 181989 members 
Mstep: Class 23 contains 10910 members 
Mstep: Class 24 contains 10451 members 
Mstep: Class 25 contains 10012 members 
Mstep: Class 26 contains 64576 members 
Mstep: Class 27 contains 1487 members 
Mstep: Class 28 contains 13443 members 
Mstep: Class 29 contains 8309 members 
Mstep: Class 30 contains 14132 members 
Mstep: Class 31 contains 55868 members 
Mstep: Class 32 contains 48150 members 
Mstep: Class 33 contains 13287 members 
Mstep: Class 34 contains 44031 members 
Mstep: Class 35 contains 7553 members 
Mstep: Class 36 contains 37779 members 
Entering Unmasked Estep 
Score: -147396512.000000 Penalty: 124884.789062
Splitting cluster 3 changes total score from -147396656.000000 to -147396512.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (3051 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Entering Unmasked Estep 
Score: -370536.468750 Penalty: 1989.759766
	Iteration 0F: 2 clusters Score -370536.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -367230.218750 Penalty: 3979.519531
	Iteration 0F: 3 clusters Score -367230.2 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -367959.531250 Penalty: 3979.519531
	Iteration 1F: 3 clusters Score -367959.5 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -368276.156250 Penalty: 3979.519531
	Iteration 2F: 3 clusters Score -368276.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -368481.656250 Penalty: 3979.519531
	Iteration 3F: 3 clusters Score -368481.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -368678.343750 Penalty: 3979.519531
	Iteration 4F: 3 clusters Score -368678.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -368952.843750 Penalty: 3979.519531
	Iteration 5F: 3 clusters Score -368952.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -369401.625000 Penalty: 3979.519531
	Iteration 6F: 3 clusters Score -369401.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -369789.375000 Penalty: 3979.519531
	Iteration 7F: 3 clusters Score -369789.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -370004.781250 Penalty: 3979.519531
	Iteration 8F: 3 clusters Score -370004.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -370150.593750 Penalty: 3979.519531
	Iteration 9Q: 3 clusters Score -370150.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -370246.593750 Penalty: 3979.519531
	Iteration 10Q: 3 clusters Score -370246.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -370302.312500 Penalty: 3979.519531
	Iteration 11Q: 3 clusters Score -370302.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -370347.937500 Penalty: 3979.519531
	Iteration 12Q: 3 clusters Score -370347.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -370378.531250 Penalty: 3979.519531
	Iteration 13Q: 3 clusters Score -370378.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -370398.250000 Penalty: 3979.519531
	Iteration 14Q: 3 clusters Score -370398.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -370410.750000 Penalty: 3979.519531
	Iteration 15Q: 3 clusters Score -370410.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -370419.031250 Penalty: 3979.519531
	Iteration 16Q: 3 clusters Score -370419 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -370422.781250 Penalty: 3979.519531
	Iteration 17Q: 3 clusters Score -370422.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -370425.718750 Penalty: 3979.519531
	Iteration 18Q: 3 clusters Score -370425.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -370428.468750 Penalty: 3979.519531
	Iteration 19Q: 3 clusters Score -370428.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -370435.250000 Penalty: 3979.519531
	Iteration 20F: 3 clusters Score -370435.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -370441.625000 Penalty: 3979.519531
	Iteration 21Q: 3 clusters Score -370441.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -370445.718750 Penalty: 3979.519531
	Iteration 22Q: 3 clusters Score -370445.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -370448.593750 Penalty: 3979.519531
	Iteration 23Q: 3 clusters Score -370448.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -370451.156250 Penalty: 3979.519531
	Iteration 24Q: 3 clusters Score -370451.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -370451.656250 Penalty: 3979.519531
	Iteration 25Q: 3 clusters Score -370451.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -370452.718750 Penalty: 3979.519531
	Iteration 26Q: 3 clusters Score -370452.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -370452.718750 Penalty: 3979.519531
	Iteration 27F: 3 clusters Score -370452.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Entering Unmasked Estep 
Score: -747767.687500 Penalty: 2067.067871
	Iteration 0F: 2 clusters Score -747767.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -743823.062500 Penalty: 4134.135742
	Iteration 0F: 3 clusters Score -743823.1 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -744731.812500 Penalty: 4134.135742
	Iteration 1F: 3 clusters Score -744731.8 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -745025.000000 Penalty: 4134.135742
	Iteration 2F: 3 clusters Score -745025 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -745311.562500 Penalty: 4134.135742
	Iteration 3F: 3 clusters Score -745311.6 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -745597.312500 Penalty: 4134.135742
	Iteration 4F: 3 clusters Score -745597.3 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -745941.562500 Penalty: 4134.135742
	Iteration 5F: 3 clusters Score -745941.6 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -746288.000000 Penalty: 4134.135742
	Iteration 6F: 3 clusters Score -746288 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -746618.937500 Penalty: 4134.135742
	Iteration 7F: 3 clusters Score -746618.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -746905.750000 Penalty: 4134.135742
	Iteration 8Q: 3 clusters Score -746905.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -747135.937500 Penalty: 4134.135742
	Iteration 9Q: 3 clusters Score -747135.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -747250.375000 Penalty: 4134.135742
	Iteration 10Q: 3 clusters Score -747250.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -747291.375000 Penalty: 4134.135742
	Iteration 11Q: 3 clusters Score -747291.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -747311.187500 Penalty: 4134.135742
	Iteration 12Q: 3 clusters Score -747311.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -747317.312500 Penalty: 4134.135742
	Iteration 13Q: 3 clusters Score -747317.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -747320.937500 Penalty: 4134.135742
	Iteration 14Q: 3 clusters Score -747320.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -747323.187500 Penalty: 4134.135742
	Iteration 15Q: 3 clusters Score -747323.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -747327.937500 Penalty: 4134.135742
	Iteration 16F: 3 clusters Score -747327.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -747330.187500 Penalty: 4134.135742
	Iteration 17Q: 3 clusters Score -747330.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -747331.375000 Penalty: 4134.135742
	Iteration 18Q: 3 clusters Score -747331.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -747330.875000 Penalty: 4134.135742
	Iteration 19Q: 3 clusters Score -747330.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -747330.875000 Penalty: 4134.135742
	Iteration 20F: 3 clusters Score -747330.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (11752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11752 members 
Entering Unmasked Estep 
Score: -1341219.375000 Penalty: 2324.201172
	Iteration 0F: 2 clusters Score -1341219 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -1332420.250000 Penalty: 4648.402344
	Iteration 0F: 3 clusters Score -1332420 nChanged 4925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -1335349.000000 Penalty: 4648.402344
	Iteration 1F: 3 clusters Score -1335349 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -1336176.875000 Penalty: 4648.402344
	Iteration 2F: 3 clusters Score -1336177 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -1336913.125000 Penalty: 4648.402344
	Iteration 3F: 3 clusters Score -1336913 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -1337518.500000 Penalty: 4648.402344
	Iteration 4F: 3 clusters Score -1337518 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -1338029.375000 Penalty: 4648.402344
	Iteration 5F: 3 clusters Score -1338029 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -1338436.750000 Penalty: 4648.402344
	Iteration 6F: 3 clusters Score -1338437 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -1338722.000000 Penalty: 4648.402344
	Iteration 7Q: 3 clusters Score -1338722 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -1338923.625000 Penalty: 4648.402344
	Iteration 8Q: 3 clusters Score -1338924 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -1339066.375000 Penalty: 4648.402344
	Iteration 9Q: 3 clusters Score -1339066 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -1339171.000000 Penalty: 4648.402344
	Iteration 10Q: 3 clusters Score -1339171 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -1339254.125000 Penalty: 4648.402344
	Iteration 11Q: 3 clusters Score -1339254 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -1339323.875000 Penalty: 4648.402344
	Iteration 12Q: 3 clusters Score -1339324 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -1339385.500000 Penalty: 4648.402344
	Iteration 13Q: 3 clusters Score -1339386 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -1339430.125000 Penalty: 4648.402344
	Iteration 14Q: 3 clusters Score -1339430 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -1339468.625000 Penalty: 4648.402344
	Iteration 15Q: 3 clusters Score -1339469 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -1339498.250000 Penalty: 4648.402344
	Iteration 16Q: 3 clusters Score -1339498 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -1339536.375000 Penalty: 4648.402344
	Iteration 17Q: 3 clusters Score -1339536 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -1339568.000000 Penalty: 4648.402344
	Iteration 18Q: 3 clusters Score -1339568 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -1339608.375000 Penalty: 4648.402344
	Iteration 19Q: 3 clusters Score -1339608 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -1339639.500000 Penalty: 4648.402344
	Iteration 20F: 3 clusters Score -1339640 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -1339668.875000 Penalty: 4648.402344
	Iteration 21Q: 3 clusters Score -1339669 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -1339686.500000 Penalty: 4648.402344
	Iteration 22Q: 3 clusters Score -1339686 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -1339707.125000 Penalty: 4648.402344
	Iteration 23Q: 3 clusters Score -1339707 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -1339726.125000 Penalty: 4648.402344
	Iteration 24Q: 3 clusters Score -1339726 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -1339740 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -1339752.125000 Penalty: 4648.402344
	Iteration 26Q: 3 clusters Score -1339752 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -1339763.750000 Penalty: 4648.402344
	Iteration 27Q: 3 clusters Score -1339764 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -1339773.125000 Penalty: 4648.402344
	Iteration 28Q: 3 clusters Score -1339773 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -1339778.875000 Penalty: 4648.402344
	Iteration 29Q: 3 clusters Score -1339779 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -1339785.375000 Penalty: 4648.402344
	Iteration 30Q: 3 clusters Score -1339785 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -1339789.125000 Penalty: 4648.402344
	Iteration 31Q: 3 clusters Score -1339789 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -1339802.750000 Penalty: 4648.402344
	Iteration 32Q: 3 clusters Score -1339803 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -1339806.250000 Penalty: 4648.402344
	Iteration 33Q: 3 clusters Score -1339806 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -1339815.125000 Penalty: 4648.402344
	Iteration 34Q: 3 clusters Score -1339815 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -1339829.000000 Penalty: 4648.402344
	Iteration 35Q: 3 clusters Score -1339829 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -1339835.000000 Penalty: 4648.402344
	Iteration 36Q: 3 clusters Score -1339835 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -1339843.750000 Penalty: 4648.402344
	Iteration 37Q: 3 clusters Score -1339844 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -1339845.375000 Penalty: 4648.402344
	Iteration 38Q: 3 clusters Score -1339845 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -1339850.000000 Penalty: 4648.402344
	Iteration 39Q: 3 clusters Score -1339850 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -1339856.000000 Penalty: 4648.402344
	Iteration 40F: 3 clusters Score -1339856 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -1339858 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -1339864 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -1339876.625000 Penalty: 4648.402344
	Iteration 43Q: 3 clusters Score -1339877 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -1339886 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -1339894.875000 Penalty: 4648.402344
	Iteration 45Q: 3 clusters Score -1339895 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -1339902.250000 Penalty: 4648.402344
	Iteration 46Q: 3 clusters Score -1339902 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -1339918.500000 Penalty: 4648.402344
	Iteration 47Q: 3 clusters Score -1339918 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -1339938.375000 Penalty: 4648.402344
	Iteration 48Q: 3 clusters Score -1339938 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -1339960 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -1339979 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -1340008.250000 Penalty: 4648.402344
	Iteration 51Q: 3 clusters Score -1340008 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -1340035.750000 Penalty: 4648.402344
	Iteration 52Q: 3 clusters Score -1340036 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -1340066.000000 Penalty: 4648.402344
	Iteration 53Q: 3 clusters Score -1340066 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -1340103.500000 Penalty: 4648.402344
	Iteration 54Q: 3 clusters Score -1340104 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -1340158 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -1340201.625000 Penalty: 4648.402344
	Iteration 56Q: 3 clusters Score -1340202 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -1340229.500000 Penalty: 4648.402344
	Iteration 57Q: 3 clusters Score -1340230 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -1340263.625000 Penalty: 4648.402344
	Iteration 58Q: 3 clusters Score -1340264 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -1340301.125000 Penalty: 4648.402344
	Iteration 59Q: 3 clusters Score -1340301 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -1340341.125000 Penalty: 4648.402344
	Iteration 60F: 3 clusters Score -1340341 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -1340370.250000 Penalty: 4648.402344
	Iteration 61Q: 3 clusters Score -1340370 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9060 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -1340390.500000 Penalty: 4648.402344
	Iteration 62Q: 3 clusters Score -1340390 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -1340408.000000 Penalty: 4648.402344
	Iteration 63Q: 3 clusters Score -1340408 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -1340425.125000 Penalty: 4648.402344
	Iteration 64Q: 3 clusters Score -1340425 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -1340437.625000 Penalty: 4648.402344
	Iteration 65Q: 3 clusters Score -1340438 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -1340448.000000 Penalty: 4648.402344
	Iteration 66Q: 3 clusters Score -1340448 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -1340459.500000 Penalty: 4648.402344
	Iteration 67Q: 3 clusters Score -1340460 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -1340464.000000 Penalty: 4648.402344
	Iteration 68Q: 3 clusters Score -1340464 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -1340466.625000 Penalty: 4648.402344
	Iteration 69Q: 3 clusters Score -1340467 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -1340469.750000 Penalty: 4648.402344
	Iteration 70Q: 3 clusters Score -1340470 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -1340471.250000 Penalty: 4648.402344
	Iteration 71Q: 3 clusters Score -1340471 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -1340479.625000 Penalty: 4648.402344
	Iteration 72Q: 3 clusters Score -1340480 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -1340481.000000 Penalty: 4648.402344
	Iteration 73Q: 3 clusters Score -1340481 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -1340480.375000 Penalty: 4648.402344
	Iteration 74Q: 3 clusters Score -1340480 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -1340481.250000 Penalty: 4648.402344
	Iteration 75Q: 3 clusters Score -1340481 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9038 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -1340486.250000 Penalty: 4648.402344
	Iteration 76Q: 3 clusters Score -1340486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9038 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -1340486.375000 Penalty: 4648.402344
	Iteration 77Q: 3 clusters Score -1340486 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -1340484.125000 Penalty: 4648.402344
	Iteration 78Q: 3 clusters Score -1340484 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9038 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -1340486.125000 Penalty: 4648.402344
	Iteration 79Q: 3 clusters Score -1340486 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -1340485.000000 Penalty: 4648.402344
	Iteration 80F: 3 clusters Score -1340485 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -1340489.875000 Penalty: 4648.402344
	Iteration 81Q: 3 clusters Score -1340490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -1340492.250000 Penalty: 4648.402344
	Iteration 82Q: 3 clusters Score -1340492 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -1340491.750000 Penalty: 4648.402344
	Iteration 83Q: 3 clusters Score -1340492 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -1340492.000000 Penalty: 4648.402344
	Iteration 84Q: 3 clusters Score -1340492 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -1340491.750000 Penalty: 4648.402344
	Iteration 85Q: 3 clusters Score -1340492 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -1340495.750000 Penalty: 4648.402344
	Iteration 86Q: 3 clusters Score -1340496 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -1340497.625000 Penalty: 4648.402344
	Iteration 87Q: 3 clusters Score -1340498 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -1340498.250000 Penalty: 4648.402344
	Iteration 88Q: 3 clusters Score -1340498 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -1340500.125000 Penalty: 4648.402344
	Iteration 89Q: 3 clusters Score -1340500 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -1340501.500000 Penalty: 4648.402344
	Iteration 90Q: 3 clusters Score -1340502 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -1340503.625000 Penalty: 4648.402344
	Iteration 91Q: 3 clusters Score -1340504 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -1340506.000000 Penalty: 4648.402344
	Iteration 92Q: 3 clusters Score -1340506 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -1340508.500000 Penalty: 4648.402344
	Iteration 93Q: 3 clusters Score -1340508 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -1340510.000000 Penalty: 4648.402344
	Iteration 94Q: 3 clusters Score -1340510 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -1340511.875000 Penalty: 4648.402344
	Iteration 95Q: 3 clusters Score -1340512 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -1340514.375000 Penalty: 4648.402344
	Iteration 96Q: 3 clusters Score -1340514 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -1340513.375000 Penalty: 4648.402344
	Iteration 97Q: 3 clusters Score -1340513 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -1340516.125000 Penalty: 4648.402344
	Iteration 98Q: 3 clusters Score -1340516 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9007 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -1340514.750000 Penalty: 4648.402344
	Iteration 99Q: 3 clusters Score -1340515 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9010 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -1340516.000000 Penalty: 4648.402344
	Iteration 100F: 3 clusters Score -1340516 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -1340518.875000 Penalty: 4648.402344
	Iteration 101Q: 3 clusters Score -1340519 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -1340517.250000 Penalty: 4648.402344
	Iteration 102Q: 3 clusters Score -1340517 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -1340516.500000 Penalty: 4648.402344
	Iteration 103Q: 3 clusters Score -1340516 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9010 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -1340516.375000 Penalty: 4648.402344
	Iteration 104Q: 3 clusters Score -1340516 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9010 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -1340516.375000 Penalty: 4648.402344
	Iteration 105F: 3 clusters Score -1340516 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (6414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Entering Unmasked Estep 
Score: -822671.625000 Penalty: 2174.027100
	Iteration 0F: 2 clusters Score -822671.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -817265.875000 Penalty: 4348.054199
	Iteration 0F: 3 clusters Score -817265.9 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -818676.375000 Penalty: 4348.054199
	Iteration 1F: 3 clusters Score -818676.4 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -818907.500000 Penalty: 4348.054199
	Iteration 2F: 3 clusters Score -818907.5 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -819074.250000 Penalty: 4348.054199
	Iteration 3F: 3 clusters Score -819074.2 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -819216.312500 Penalty: 4348.054199
	Iteration 4Q: 3 clusters Score -819216.3 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -819331.125000 Penalty: 4348.054199
	Iteration 5Q: 3 clusters Score -819331.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -819425.500000 Penalty: 4348.054199
	Iteration 6Q: 3 clusters Score -819425.5 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -819523.437500 Penalty: 4348.054199
	Iteration 7Q: 3 clusters Score -819523.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -819606.250000 Penalty: 4348.054199
	Iteration 8Q: 3 clusters Score -819606.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -819670.187500 Penalty: 4348.054199
	Iteration 9Q: 3 clusters Score -819670.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -819737.125000 Penalty: 4348.054199
	Iteration 10Q: 3 clusters Score -819737.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -819822.812500 Penalty: 4348.054199
	Iteration 11Q: 3 clusters Score -819822.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -819934.562500 Penalty: 4348.054199
	Iteration 12Q: 3 clusters Score -819934.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -820048.937500 Penalty: 4348.054199
	Iteration 13Q: 3 clusters Score -820048.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -820198.750000 Penalty: 4348.054199
	Iteration 14Q: 3 clusters Score -820198.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -820363.750000 Penalty: 4348.054199
	Iteration 15Q: 3 clusters Score -820363.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -820506.312500 Penalty: 4348.054199
	Iteration 16Q: 3 clusters Score -820506.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -820629.937500 Penalty: 4348.054199
	Iteration 17Q: 3 clusters Score -820629.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -820778.250000 Penalty: 4348.054199
	Iteration 18Q: 3 clusters Score -820778.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -820990.000000 Penalty: 4348.054199
	Iteration 19Q: 3 clusters Score -820990 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -821215.000000 Penalty: 4348.054199
	Iteration 20F: 3 clusters Score -821215 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -821384.812500 Penalty: 4348.054199
	Iteration 21Q: 3 clusters Score -821384.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -821511.375000 Penalty: 4348.054199
	Iteration 22Q: 3 clusters Score -821511.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -821608.937500 Penalty: 4348.054199
	Iteration 23Q: 3 clusters Score -821608.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -821674.000000 Penalty: 4348.054199
	Iteration 24Q: 3 clusters Score -821674 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -821710.875000 Penalty: 4348.054199
	Iteration 25Q: 3 clusters Score -821710.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -821727.437500 Penalty: 4348.054199
	Iteration 26Q: 3 clusters Score -821727.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -821734.562500 Penalty: 4348.054199
	Iteration 27Q: 3 clusters Score -821734.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -821739.312500 Penalty: 4348.054199
	Iteration 28Q: 3 clusters Score -821739.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -821742.187500 Penalty: 4348.054199
	Iteration 29Q: 3 clusters Score -821742.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -821744.687500 Penalty: 4348.054199
	Iteration 30Q: 3 clusters Score -821744.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -821745.125000 Penalty: 4348.054199
	Iteration 31Q: 3 clusters Score -821745.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -821746.812500 Penalty: 4348.054199
	Iteration 32Q: 3 clusters Score -821746.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -821747.750000 Penalty: 4348.054199
	Iteration 33Q: 3 clusters Score -821747.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -821747.750000 Penalty: 4348.054199
	Iteration 34F: 3 clusters Score -821747.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Entering Unmasked Estep 
Score: -537065.625000 Penalty: 2080.279297
	Iteration 0F: 2 clusters Score -537065.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -532930.312500 Penalty: 4160.558594
	Iteration 0F: 3 clusters Score -532930.3 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -533942.187500 Penalty: 4160.558594
	Iteration 1F: 3 clusters Score -533942.2 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -534222.312500 Penalty: 4160.558594
	Iteration 2F: 3 clusters Score -534222.3 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -534449.437500 Penalty: 4160.558594
	Iteration 3F: 3 clusters Score -534449.4 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -534721.125000 Penalty: 4160.558594
	Iteration 4F: 3 clusters Score -534721.1 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -534995.437500 Penalty: 4160.558594
	Iteration 5F: 3 clusters Score -534995.4 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -535278.375000 Penalty: 4160.558594
	Iteration 6F: 3 clusters Score -535278.4 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -535503.437500 Penalty: 4160.558594
	Iteration 7F: 3 clusters Score -535503.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -535680.312500 Penalty: 4160.558594
	Iteration 8Q: 3 clusters Score -535680.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -535793.875000 Penalty: 4160.558594
	Iteration 9Q: 3 clusters Score -535793.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -535869.125000 Penalty: 4160.558594
	Iteration 10Q: 3 clusters Score -535869.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -535930.437500 Penalty: 4160.558594
	Iteration 11Q: 3 clusters Score -535930.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -535964.375000 Penalty: 4160.558594
	Iteration 12Q: 3 clusters Score -535964.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -535987.625000 Penalty: 4160.558594
	Iteration 13Q: 3 clusters Score -535987.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -536005.375000 Penalty: 4160.558594
	Iteration 14Q: 3 clusters Score -536005.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -536022.937500 Penalty: 4160.558594
	Iteration 15Q: 3 clusters Score -536022.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -536031.937500 Penalty: 4160.558594
	Iteration 16Q: 3 clusters Score -536031.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -536037.625000 Penalty: 4160.558594
	Iteration 17Q: 3 clusters Score -536037.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -536043.625000 Penalty: 4160.558594
	Iteration 18Q: 3 clusters Score -536043.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -536046.437500 Penalty: 4160.558594
	Iteration 19Q: 3 clusters Score -536046.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -536049.437500 Penalty: 4160.558594
	Iteration 20F: 3 clusters Score -536049.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -536049.375000 Penalty: 4160.558594
	Iteration 21Q: 3 clusters Score -536049.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -536049.812500 Penalty: 4160.558594
	Iteration 22Q: 3 clusters Score -536049.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -536049.812500 Penalty: 4160.558594
	Iteration 23F: 3 clusters Score -536049.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (224436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224436 members 
Entering Unmasked Estep 
Score: -28960784.000000 Penalty: 3055.693848
	Iteration 0F: 2 clusters Score -2.896078e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112189 members 
Mstep: Class 2 contains 112247 members 
Entering Unmasked Estep 
Score: -28828664.000000 Penalty: 6111.387695
	Iteration 0F: 3 clusters Score -2.882866e+07 nChanged 107843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111098 members 
Mstep: Class 2 contains 113338 members 
Entering Unmasked Estep 
Score: -28891926.000000 Penalty: 6111.387695
	Iteration 1F: 3 clusters Score -2.889193e+07 nChanged 5017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110025 members 
Mstep: Class 2 contains 114411 members 
Entering Unmasked Estep 
Score: -28892742.000000 Penalty: 6111.387695
	Iteration 2Q: 3 clusters Score -2.889274e+07 nChanged 5138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108193 members 
Mstep: Class 2 contains 116243 members 
Entering Unmasked Estep 
Score: -28893458.000000 Penalty: 6111.387695
	Iteration 3Q: 3 clusters Score -2.889346e+07 nChanged 5689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105218 members 
Mstep: Class 2 contains 119218 members 
Entering Unmasked Estep 
Score: -28894552.000000 Penalty: 6111.387695
	Iteration 4Q: 3 clusters Score -2.889455e+07 nChanged 6567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100603 members 
Mstep: Class 2 contains 123833 members 
Entering Unmasked Estep 
Score: -28896386.000000 Penalty: 6111.387695
	Iteration 5Q: 3 clusters Score -2.889639e+07 nChanged 8260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93673 members 
Mstep: Class 2 contains 130763 members 
Entering Unmasked Estep 
Score: -28899350.000000 Penalty: 6111.387695
	Iteration 6Q: 3 clusters Score -2.889935e+07 nChanged 11005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83536 members 
Mstep: Class 2 contains 140900 members 
Entering Unmasked Estep 
Score: -28904506.000000 Penalty: 6111.387695
	Iteration 7Q: 3 clusters Score -2.890451e+07 nChanged 14790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69232 members 
Mstep: Class 2 contains 155204 members 
Entering Unmasked Estep 
Score: -28913656.000000 Penalty: 6111.387695
	Iteration 8F: 3 clusters Score -2.891366e+07 nChanged 18216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51222 members 
Mstep: Class 2 contains 173214 members 
Entering Unmasked Estep 
Score: -28927998.000000 Penalty: 6111.387695
	Iteration 9F: 3 clusters Score -2.8928e+07 nChanged 18945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32349 members 
Mstep: Class 2 contains 192087 members 
Entering Unmasked Estep 
Score: -28943026.000000 Penalty: 6111.387695
	Iteration 10F: 3 clusters Score -2.894303e+07 nChanged 15347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17056 members 
Mstep: Class 2 contains 207380 members 
Entering Unmasked Estep 
Score: -28951772.000000 Penalty: 6111.387695
	Iteration 11F: 3 clusters Score -2.895177e+07 nChanged 9012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 216368 members 
Entering Unmasked Estep 
Score: -28955562.000000 Penalty: 6111.387695
	Iteration 12Q: 3 clusters Score -2.895556e+07 nChanged 4176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 220526 members 
Entering Unmasked Estep 
Score: -28957104.000000 Penalty: 6111.387695
	Iteration 13Q: 3 clusters Score -2.89571e+07 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 222272 members 
Entering Unmasked Estep 
Score: -28957930.000000 Penalty: 6111.387695
	Iteration 14Q: 3 clusters Score -2.895793e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 222976 members 
Entering Unmasked Estep 
Score: -28958304.000000 Penalty: 6111.387695
	Iteration 15Q: 3 clusters Score -2.89583e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 223261 members 
Entering Unmasked Estep 
Score: -28958454.000000 Penalty: 6111.387695
	Iteration 16Q: 3 clusters Score -2.895845e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 223398 members 
Entering Unmasked Estep 
Score: -28958604.000000 Penalty: 6111.387695
	Iteration 17Q: 3 clusters Score -2.89586e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 223458 members 
Entering Unmasked Estep 
Score: -28958680.000000 Penalty: 6111.387695
	Iteration 18Q: 3 clusters Score -2.895868e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 223484 members 
Entering Unmasked Estep 
Score: -28958700.000000 Penalty: 6111.387695
	Iteration 19Q: 3 clusters Score -2.89587e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 223496 members 
Entering Unmasked Estep 
Score: -28958710.000000 Penalty: 6111.387695
	Iteration 20F: 3 clusters Score -2.895871e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 223500 members 
Entering Unmasked Estep 
Score: -28958724.000000 Penalty: 6111.387695
	Iteration 21Q: 3 clusters Score -2.895872e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 223511 members 
Entering Unmasked Estep 
Score: -28958698.000000 Penalty: 6111.387695
	Iteration 22Q: 3 clusters Score -2.89587e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 223508 members 
Entering Unmasked Estep 
Score: -28958736.000000 Penalty: 6111.387695
	Iteration 23Q: 3 clusters Score -2.895874e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 223506 members 
Entering Unmasked Estep 
Score: -28958756.000000 Penalty: 6111.387695
	Iteration 24Q: 3 clusters Score -2.895876e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 223506 members 
Entering Unmasked Estep 
Score: -28958752.000000 Penalty: 6111.387695
	Iteration 25Q: 3 clusters Score -2.895875e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 223507 members 
Entering Unmasked Estep 
Score: -28958758.000000 Penalty: 6111.387695
	Iteration 26Q: 3 clusters Score -2.895876e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 223507 members 
Entering Unmasked Estep 
Score: -28958762.000000 Penalty: 6111.387695
	Iteration 27Q: 3 clusters Score -2.895876e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 223512 members 
Entering Unmasked Estep 
Score: -28958732.000000 Penalty: 6111.387695
	Iteration 28Q: 3 clusters Score -2.895873e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 223519 members 
Entering Unmasked Estep 
Score: -28958738.000000 Penalty: 6111.387695
	Iteration 29Q: 3 clusters Score -2.895874e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 223525 members 
Entering Unmasked Estep 
Score: -28958746.000000 Penalty: 6111.387695
	Iteration 30Q: 3 clusters Score -2.895875e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 223528 members 
Entering Unmasked Estep 
Score: -28958760.000000 Penalty: 6111.387695
	Iteration 31Q: 3 clusters Score -2.895876e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 223528 members 
Entering Unmasked Estep 
Score: -28958750.000000 Penalty: 6111.387695
	Iteration 32Q: 3 clusters Score -2.895875e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 223533 members 
Entering Unmasked Estep 
Score: -28958756.000000 Penalty: 6111.387695
	Iteration 33Q: 3 clusters Score -2.895876e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 223538 members 
Entering Unmasked Estep 
Score: -28958728.000000 Penalty: 6111.387695
	Iteration 34Q: 3 clusters Score -2.895873e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 223543 members 
Entering Unmasked Estep 
Score: -28958732.000000 Penalty: 6111.387695
	Iteration 35Q: 3 clusters Score -2.895873e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 223545 members 
Entering Unmasked Estep 
Score: -28958744.000000 Penalty: 6111.387695
	Iteration 36Q: 3 clusters Score -2.895874e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 223547 members 
Entering Unmasked Estep 
Score: -28958744.000000 Penalty: 6111.387695
	Iteration 37Q: 3 clusters Score -2.895874e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 223549 members 
Entering Unmasked Estep 
Score: -28958732.000000 Penalty: 6111.387695
	Iteration 38Q: 3 clusters Score -2.895873e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 223547 members 
Entering Unmasked Estep 
Score: -28958744.000000 Penalty: 6111.387695
	Iteration 39Q: 3 clusters Score -2.895874e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 223546 members 
Entering Unmasked Estep 
Score: -28958744.000000 Penalty: 6111.387695
	Iteration 40F: 3 clusters Score -2.895874e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 223545 members 
Entering Unmasked Estep 
Score: -28958740.000000 Penalty: 6111.387695
	Iteration 41Q: 3 clusters Score -2.895874e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 223545 members 
Entering Unmasked Estep 
Score: -28958740.000000 Penalty: 6111.387695
	Iteration 42F: 3 clusters Score -2.895874e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (27995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27995 members 
Entering Unmasked Estep 
Score: -3564468.250000 Penalty: 2539.465820
	Iteration 0F: 2 clusters Score -3564468 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 14046 members 
Entering Unmasked Estep 
Score: -3545135.750000 Penalty: 5078.931641
	Iteration 0F: 3 clusters Score -3545136 nChanged 12625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13222 members 
Mstep: Class 2 contains 14773 members 
Entering Unmasked Estep 
Score: -3552444.500000 Penalty: 5078.931641
	Iteration 1F: 3 clusters Score -3552444 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12735 members 
Mstep: Class 2 contains 15260 members 
Entering Unmasked Estep 
Score: -3553341.000000 Penalty: 5078.931641
	Iteration 2F: 3 clusters Score -3553341 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12068 members 
Mstep: Class 2 contains 15927 members 
Entering Unmasked Estep 
Score: -3554334.250000 Penalty: 5078.931641
	Iteration 3F: 3 clusters Score -3554334 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11241 members 
Mstep: Class 2 contains 16754 members 
Entering Unmasked Estep 
Score: -3555424.000000 Penalty: 5078.931641
	Iteration 4F: 3 clusters Score -3555424 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10310 members 
Mstep: Class 2 contains 17685 members 
Entering Unmasked Estep 
Score: -3556461.000000 Penalty: 5078.931641
	Iteration 5F: 3 clusters Score -3556461 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 18542 members 
Entering Unmasked Estep 
Score: -3557315.500000 Penalty: 5078.931641
	Iteration 6F: 3 clusters Score -3557316 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 19317 members 
Entering Unmasked Estep 
Score: -3558004.750000 Penalty: 5078.931641
	Iteration 7Q: 3 clusters Score -3558005 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 20020 members 
Entering Unmasked Estep 
Score: -3558514.500000 Penalty: 5078.931641
	Iteration 8Q: 3 clusters Score -3558514 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 20652 members 
Entering Unmasked Estep 
Score: -3558930.000000 Penalty: 5078.931641
	Iteration 9Q: 3 clusters Score -3558930 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 21244 members 
Entering Unmasked Estep 
Score: -3559358.750000 Penalty: 5078.931641
	Iteration 10Q: 3 clusters Score -3559359 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 21819 members 
Entering Unmasked Estep 
Score: -3559828.250000 Penalty: 5078.931641
	Iteration 11Q: 3 clusters Score -3559828 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 22357 members 
Entering Unmasked Estep 
Score: -3560418.000000 Penalty: 5078.931641
	Iteration 12Q: 3 clusters Score -3560418 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 22822 members 
Entering Unmasked Estep 
Score: -3561086.000000 Penalty: 5078.931641
	Iteration 13Q: 3 clusters Score -3561086 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 23138 members 
Entering Unmasked Estep 
Score: -3561618.500000 Penalty: 5078.931641
	Iteration 14Q: 3 clusters Score -3561618 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 23306 members 
Entering Unmasked Estep 
Score: -3561954.500000 Penalty: 5078.931641
	Iteration 15Q: 3 clusters Score -3561954 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 23438 members 
Entering Unmasked Estep 
Score: -3562171.250000 Penalty: 5078.931641
	Iteration 16Q: 3 clusters Score -3562171 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 23540 members 
Entering Unmasked Estep 
Score: -3562283.250000 Penalty: 5078.931641
	Iteration 17Q: 3 clusters Score -3562283 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 23632 members 
Entering Unmasked Estep 
Score: -3562351.250000 Penalty: 5078.931641
	Iteration 18Q: 3 clusters Score -3562351 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 23719 members 
Entering Unmasked Estep 
Score: -3562415.500000 Penalty: 5078.931641
	Iteration 19Q: 3 clusters Score -3562416 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 23801 members 
Entering Unmasked Estep 
Score: -3562452.000000 Penalty: 5078.931641
	Iteration 20F: 3 clusters Score -3562452 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 23901 members 
Entering Unmasked Estep 
Score: -3562500.000000 Penalty: 5078.931641
	Iteration 21Q: 3 clusters Score -3562500 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 23972 members 
Entering Unmasked Estep 
Score: -3562535.250000 Penalty: 5078.931641
	Iteration 22Q: 3 clusters Score -3562535 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 24025 members 
Entering Unmasked Estep 
Score: -3562567.000000 Penalty: 5078.931641
	Iteration 23Q: 3 clusters Score -3562567 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 24078 members 
Entering Unmasked Estep 
Score: -3562604.000000 Penalty: 5078.931641
	Iteration 24Q: 3 clusters Score -3562604 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 24120 members 
Entering Unmasked Estep 
Score: -3562616.750000 Penalty: 5078.931641
	Iteration 25Q: 3 clusters Score -3562617 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 24149 members 
Entering Unmasked Estep 
Score: -3562621.250000 Penalty: 5078.931641
	Iteration 26Q: 3 clusters Score -3562621 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 24164 members 
Entering Unmasked Estep 
Score: -3562657.500000 Penalty: 5078.931641
	Iteration 27Q: 3 clusters Score -3562658 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 24183 members 
Entering Unmasked Estep 
Score: -3562668.500000 Penalty: 5078.931641
	Iteration 28Q: 3 clusters Score -3562668 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 24194 members 
Entering Unmasked Estep 
Score: -3562696.500000 Penalty: 5078.931641
	Iteration 29Q: 3 clusters Score -3562696 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 24208 members 
Entering Unmasked Estep 
Score: -3562710.250000 Penalty: 5078.931641
	Iteration 30Q: 3 clusters Score -3562710 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 24210 members 
Entering Unmasked Estep 
Score: -3562729.000000 Penalty: 5078.931641
	Iteration 31Q: 3 clusters Score -3562729 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 24214 members 
Entering Unmasked Estep 
Score: -3562742.250000 Penalty: 5078.931641
	Iteration 32Q: 3 clusters Score -3562742 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 24221 members 
Entering Unmasked Estep 
Score: -3562751.250000 Penalty: 5078.931641
	Iteration 33Q: 3 clusters Score -3562751 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 24235 members 
Entering Unmasked Estep 
Score: -3562763.500000 Penalty: 5078.931641
	Iteration 34Q: 3 clusters Score -3562764 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 24256 members 
Entering Unmasked Estep 
Score: -3562778.500000 Penalty: 5078.931641
	Iteration 35Q: 3 clusters Score -3562778 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 24282 members 
Entering Unmasked Estep 
Score: -3562786.750000 Penalty: 5078.931641
	Iteration 36Q: 3 clusters Score -3562787 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 24302 members 
Entering Unmasked Estep 
Score: -3562787.500000 Penalty: 5078.931641
	Iteration 37Q: 3 clusters Score -3562788 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 24318 members 
Entering Unmasked Estep 
Score: -3562806.250000 Penalty: 5078.931641
	Iteration 38Q: 3 clusters Score -3562806 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 24342 members 
Entering Unmasked Estep 
Score: -3562819.250000 Penalty: 5078.931641
	Iteration 39Q: 3 clusters Score -3562819 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 24371 members 
Entering Unmasked Estep 
Score: -3562838.000000 Penalty: 5078.931641
	Iteration 40F: 3 clusters Score -3562838 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 24396 members 
Entering Unmasked Estep 
Score: -3562854.000000 Penalty: 5078.931641
	Iteration 41Q: 3 clusters Score -3562854 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 24428 members 
Entering Unmasked Estep 
Score: -3562867.000000 Penalty: 5078.931641
	Iteration 42Q: 3 clusters Score -3562867 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 24465 members 
Entering Unmasked Estep 
Score: -3562870.500000 Penalty: 5078.931641
	Iteration 43Q: 3 clusters Score -3562870 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 24497 members 
Entering Unmasked Estep 
Score: -3562895.000000 Penalty: 5078.931641
	Iteration 44Q: 3 clusters Score -3562895 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 24527 members 
Entering Unmasked Estep 
Score: -3562919.250000 Penalty: 5078.931641
	Iteration 45Q: 3 clusters Score -3562919 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 24561 members 
Entering Unmasked Estep 
Score: -3562936.250000 Penalty: 5078.931641
	Iteration 46Q: 3 clusters Score -3562936 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 24585 members 
Entering Unmasked Estep 
Score: -3562954.500000 Penalty: 5078.931641
	Iteration 47Q: 3 clusters Score -3562954 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 24616 members 
Entering Unmasked Estep 
Score: -3562964.750000 Penalty: 5078.931641
	Iteration 48Q: 3 clusters Score -3562965 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 24642 members 
Entering Unmasked Estep 
Score: -3562973.750000 Penalty: 5078.931641
	Iteration 49Q: 3 clusters Score -3562974 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 24660 members 
Entering Unmasked Estep 
Score: -3562999.750000 Penalty: 5078.931641
	Iteration 50Q: 3 clusters Score -3563000 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 24678 members 
Entering Unmasked Estep 
Score: -3563006.000000 Penalty: 5078.931641
	Iteration 51Q: 3 clusters Score -3563006 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 24697 members 
Entering Unmasked Estep 
Score: -3563008.000000 Penalty: 5078.931641
	Iteration 52Q: 3 clusters Score -3563008 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 24712 members 
Entering Unmasked Estep 
Score: -3563010.750000 Penalty: 5078.931641
	Iteration 53Q: 3 clusters Score -3563011 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 24724 members 
Entering Unmasked Estep 
Score: -3563013.750000 Penalty: 5078.931641
	Iteration 54Q: 3 clusters Score -3563014 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 24733 members 
Entering Unmasked Estep 
Score: -3563015.250000 Penalty: 5078.931641
	Iteration 55Q: 3 clusters Score -3563015 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 24737 members 
Entering Unmasked Estep 
Score: -3563016.500000 Penalty: 5078.931641
	Iteration 56Q: 3 clusters Score -3563016 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 24743 members 
Entering Unmasked Estep 
Score: -3563019.750000 Penalty: 5078.931641
	Iteration 57Q: 3 clusters Score -3563020 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 24752 members 
Entering Unmasked Estep 
Score: -3563014.500000 Penalty: 5078.931641
	Iteration 58Q: 3 clusters Score -3563014 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 24760 members 
Entering Unmasked Estep 
Score: -3563017.250000 Penalty: 5078.931641
	Iteration 59Q: 3 clusters Score -3563017 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 24764 members 
Entering Unmasked Estep 
Score: -3563014.250000 Penalty: 5078.931641
	Iteration 60F: 3 clusters Score -3563014 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 24768 members 
Entering Unmasked Estep 
Score: -3563017.000000 Penalty: 5078.931641
	Iteration 61Q: 3 clusters Score -3563017 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 24772 members 
Entering Unmasked Estep 
Score: -3563017.000000 Penalty: 5078.931641
	Iteration 62Q: 3 clusters Score -3563017 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 24775 members 
Entering Unmasked Estep 
Score: -3563021.000000 Penalty: 5078.931641
	Iteration 63Q: 3 clusters Score -3563021 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 24775 members 
Entering Unmasked Estep 
Score: -3563020.500000 Penalty: 5078.931641
	Iteration 64Q: 3 clusters Score -3563020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 24777 members 
Entering Unmasked Estep 
Score: -3563015.250000 Penalty: 5078.931641
	Iteration 65Q: 3 clusters Score -3563015 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 24780 members 
Entering Unmasked Estep 
Score: -3563015.250000 Penalty: 5078.931641
	Iteration 66Q: 3 clusters Score -3563015 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 24783 members 
Entering Unmasked Estep 
Score: -3563015.000000 Penalty: 5078.931641
	Iteration 67Q: 3 clusters Score -3563015 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 24784 members 
Entering Unmasked Estep 
Score: -3563019.250000 Penalty: 5078.931641
	Iteration 68Q: 3 clusters Score -3563019 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 24784 members 
Entering Unmasked Estep 
Score: -3563020.000000 Penalty: 5078.931641
	Iteration 69Q: 3 clusters Score -3563020 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 24785 members 
Entering Unmasked Estep 
Score: -3563017.750000 Penalty: 5078.931641
	Iteration 70Q: 3 clusters Score -3563018 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 24785 members 
Entering Unmasked Estep 
Score: -3563022.250000 Penalty: 5078.931641
	Iteration 71Q: 3 clusters Score -3563022 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 24785 members 
Entering Unmasked Estep 
Score: -3563019.250000 Penalty: 5078.931641
	Iteration 72Q: 3 clusters Score -3563019 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 24788 members 
Entering Unmasked Estep 
Score: -3563019.000000 Penalty: 5078.931641
	Iteration 73Q: 3 clusters Score -3563019 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 24791 members 
Entering Unmasked Estep 
Score: -3563016.250000 Penalty: 5078.931641
	Iteration 74Q: 3 clusters Score -3563016 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 24796 members 
Entering Unmasked Estep 
Score: -3563016.500000 Penalty: 5078.931641
	Iteration 75Q: 3 clusters Score -3563016 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 24799 members 
Entering Unmasked Estep 
Score: -3563021.500000 Penalty: 5078.931641
	Iteration 76Q: 3 clusters Score -3563022 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 24803 members 
Entering Unmasked Estep 
Score: -3563025.750000 Penalty: 5078.931641
	Iteration 77Q: 3 clusters Score -3563026 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 24806 members 
Entering Unmasked Estep 
Score: -3563021.000000 Penalty: 5078.931641
	Iteration 78Q: 3 clusters Score -3563021 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 24807 members 
Entering Unmasked Estep 
Score: -3563021.750000 Penalty: 5078.931641
	Iteration 79Q: 3 clusters Score -3563022 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 24807 members 
Entering Unmasked Estep 
Score: -3563021.750000 Penalty: 5078.931641
	Iteration 80F: 3 clusters Score -3563022 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Entering Unmasked Estep 
Score: -702529.750000 Penalty: 2182.577637
	Iteration 0F: 2 clusters Score -702529.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -697011.250000 Penalty: 4365.155273
	Iteration 0F: 3 clusters Score -697011.2 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -698944.562500 Penalty: 4365.155273
	Iteration 1F: 3 clusters Score -698944.6 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -699700.562500 Penalty: 4365.155273
	Iteration 2F: 3 clusters Score -699700.6 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -700370.062500 Penalty: 4365.155273
	Iteration 3F: 3 clusters Score -700370.1 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -700951.687500 Penalty: 4365.155273
	Iteration 4F: 3 clusters Score -700951.7 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -701356.937500 Penalty: 4365.155273
	Iteration 5F: 3 clusters Score -701356.9 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -701622.437500 Penalty: 4365.155273
	Iteration 6Q: 3 clusters Score -701622.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -701770.625000 Penalty: 4365.155273
	Iteration 7Q: 3 clusters Score -701770.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -701882.625000 Penalty: 4365.155273
	Iteration 8Q: 3 clusters Score -701882.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -701949.062500 Penalty: 4365.155273
	Iteration 9Q: 3 clusters Score -701949.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -702000.375000 Penalty: 4365.155273
	Iteration 10Q: 3 clusters Score -702000.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -702035.937500 Penalty: 4365.155273
	Iteration 11Q: 3 clusters Score -702035.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -702061.812500 Penalty: 4365.155273
	Iteration 12Q: 3 clusters Score -702061.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -702076.562500 Penalty: 4365.155273
	Iteration 13Q: 3 clusters Score -702076.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -702092.437500 Penalty: 4365.155273
	Iteration 14Q: 3 clusters Score -702092.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -702102.375000 Penalty: 4365.155273
	Iteration 15Q: 3 clusters Score -702102.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -702116.187500 Penalty: 4365.155273
	Iteration 16Q: 3 clusters Score -702116.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -702125.125000 Penalty: 4365.155273
	Iteration 17Q: 3 clusters Score -702125.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -702134.625000 Penalty: 4365.155273
	Iteration 18Q: 3 clusters Score -702134.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -702140.125000 Penalty: 4365.155273
	Iteration 19Q: 3 clusters Score -702140.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -702144.625000 Penalty: 4365.155273
	Iteration 20F: 3 clusters Score -702144.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -702145.687500 Penalty: 4365.155273
	Iteration 21Q: 3 clusters Score -702145.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -702151.625000 Penalty: 4365.155273
	Iteration 22Q: 3 clusters Score -702151.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -702157.125000 Penalty: 4365.155273
	Iteration 23Q: 3 clusters Score -702157.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -702160.500000 Penalty: 4365.155273
	Iteration 24Q: 3 clusters Score -702160.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -702163.312500 Penalty: 4365.155273
	Iteration 25Q: 3 clusters Score -702163.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -702169.812500 Penalty: 4365.155273
	Iteration 26Q: 3 clusters Score -702169.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -702170.062500 Penalty: 4365.155273
	Iteration 27Q: 3 clusters Score -702170.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -702173.312500 Penalty: 4365.155273
	Iteration 28Q: 3 clusters Score -702173.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -702180.625000 Penalty: 4365.155273
	Iteration 29Q: 3 clusters Score -702180.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -702188.687500 Penalty: 4365.155273
	Iteration 30Q: 3 clusters Score -702188.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -702199.000000 Penalty: 4365.155273
	Iteration 31Q: 3 clusters Score -702199 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -702208.875000 Penalty: 4365.155273
	Iteration 32Q: 3 clusters Score -702208.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -702222.312500 Penalty: 4365.155273
	Iteration 33Q: 3 clusters Score -702222.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -702232.750000 Penalty: 4365.155273
	Iteration 34Q: 3 clusters Score -702232.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -702239.437500 Penalty: 4365.155273
	Iteration 35Q: 3 clusters Score -702239.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -702246.000000 Penalty: 4365.155273
	Iteration 36Q: 3 clusters Score -702246 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -702250.125000 Penalty: 4365.155273
	Iteration 37Q: 3 clusters Score -702250.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -702252.750000 Penalty: 4365.155273
	Iteration 38Q: 3 clusters Score -702252.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -702259.312500 Penalty: 4365.155273
	Iteration 39Q: 3 clusters Score -702259.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -702263.875000 Penalty: 4365.155273
	Iteration 40F: 3 clusters Score -702263.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -702266.812500 Penalty: 4365.155273
	Iteration 41Q: 3 clusters Score -702266.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -702269.000000 Penalty: 4365.155273
	Iteration 42Q: 3 clusters Score -702269 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -702269.937500 Penalty: 4365.155273
	Iteration 43Q: 3 clusters Score -702269.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -702270.750000 Penalty: 4365.155273
	Iteration 44Q: 3 clusters Score -702270.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -702271.750000 Penalty: 4365.155273
	Iteration 45Q: 3 clusters Score -702271.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -702273.500000 Penalty: 4365.155273
	Iteration 46Q: 3 clusters Score -702273.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -702277.687500 Penalty: 4365.155273
	Iteration 47Q: 3 clusters Score -702277.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -702277.875000 Penalty: 4365.155273
	Iteration 48Q: 3 clusters Score -702277.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -702278.562500 Penalty: 4365.155273
	Iteration 49Q: 3 clusters Score -702278.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -702278.875000 Penalty: 4365.155273
	Iteration 50Q: 3 clusters Score -702278.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -702281.125000 Penalty: 4365.155273
	Iteration 51Q: 3 clusters Score -702281.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -702280.000000 Penalty: 4365.155273
	Iteration 52Q: 3 clusters Score -702280 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -702280.000000 Penalty: 4365.155273
	Iteration 53F: 3 clusters Score -702280 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (57504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57504 members 
Entering Unmasked Estep 
Score: -7233368.500000 Penalty: 2717.983398
	Iteration 0F: 2 clusters Score -7233368 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28654 members 
Mstep: Class 2 contains 28850 members 
Entering Unmasked Estep 
Score: -7194782.000000 Penalty: 5435.966797
	Iteration 0F: 3 clusters Score -7194782 nChanged 26637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27691 members 
Mstep: Class 2 contains 29813 members 
Entering Unmasked Estep 
Score: -7210128.000000 Penalty: 5435.966797
	Iteration 1F: 3 clusters Score -7210128 nChanged 2893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26996 members 
Mstep: Class 2 contains 30508 members 
Entering Unmasked Estep 
Score: -7211359.500000 Penalty: 5435.966797
	Iteration 2F: 3 clusters Score -7211360 nChanged 3110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25844 members 
Mstep: Class 2 contains 31660 members 
Entering Unmasked Estep 
Score: -7212957.500000 Penalty: 5435.966797
	Iteration 3F: 3 clusters Score -7212958 nChanged 3510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24032 members 
Mstep: Class 2 contains 33472 members 
Entering Unmasked Estep 
Score: -7214902.000000 Penalty: 5435.966797
	Iteration 4F: 3 clusters Score -7214902 nChanged 3747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21607 members 
Mstep: Class 2 contains 35897 members 
Entering Unmasked Estep 
Score: -7217317.500000 Penalty: 5435.966797
	Iteration 5F: 3 clusters Score -7217318 nChanged 3827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18800 members 
Mstep: Class 2 contains 38704 members 
Entering Unmasked Estep 
Score: -7220124.500000 Penalty: 5435.966797
	Iteration 6F: 3 clusters Score -7220124 nChanged 3571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15989 members 
Mstep: Class 2 contains 41515 members 
Entering Unmasked Estep 
Score: -7223028.000000 Penalty: 5435.966797
	Iteration 7F: 3 clusters Score -7223028 nChanged 3082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13553 members 
Mstep: Class 2 contains 43951 members 
Entering Unmasked Estep 
Score: -7225580.500000 Penalty: 5435.966797
	Iteration 8F: 3 clusters Score -7225580 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11740 members 
Mstep: Class 2 contains 45764 members 
Entering Unmasked Estep 
Score: -7227234.000000 Penalty: 5435.966797
	Iteration 9Q: 3 clusters Score -7227234 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10300 members 
Mstep: Class 2 contains 47204 members 
Entering Unmasked Estep 
Score: -7228275.000000 Penalty: 5435.966797
	Iteration 10Q: 3 clusters Score -7228275 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 48337 members 
Entering Unmasked Estep 
Score: -7229052.000000 Penalty: 5435.966797
	Iteration 11Q: 3 clusters Score -7229052 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 49329 members 
Entering Unmasked Estep 
Score: -7229606.500000 Penalty: 5435.966797
	Iteration 12Q: 3 clusters Score -7229606 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 50172 members 
Entering Unmasked Estep 
Score: -7230053.000000 Penalty: 5435.966797
	Iteration 13Q: 3 clusters Score -7230053 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 50903 members 
Entering Unmasked Estep 
Score: -7230428.500000 Penalty: 5435.966797
	Iteration 14Q: 3 clusters Score -7230428 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 51508 members 
Entering Unmasked Estep 
Score: -7230730.000000 Penalty: 5435.966797
	Iteration 15Q: 3 clusters Score -7230730 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 52051 members 
Entering Unmasked Estep 
Score: -7231006.000000 Penalty: 5435.966797
	Iteration 16Q: 3 clusters Score -7231006 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 52503 members 
Entering Unmasked Estep 
Score: -7231263.500000 Penalty: 5435.966797
	Iteration 17Q: 3 clusters Score -7231264 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 52890 members 
Entering Unmasked Estep 
Score: -7231453.000000 Penalty: 5435.966797
	Iteration 18Q: 3 clusters Score -7231453 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 53232 members 
Entering Unmasked Estep 
Score: -7231615.500000 Penalty: 5435.966797
	Iteration 19Q: 3 clusters Score -7231616 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 53490 members 
Entering Unmasked Estep 
Score: -7231737.500000 Penalty: 5435.966797
	Iteration 20F: 3 clusters Score -7231738 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 53688 members 
Entering Unmasked Estep 
Score: -7231809.500000 Penalty: 5435.966797
	Iteration 21Q: 3 clusters Score -7231810 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 53855 members 
Entering Unmasked Estep 
Score: -7231878.500000 Penalty: 5435.966797
	Iteration 22Q: 3 clusters Score -7231878 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 53992 members 
Entering Unmasked Estep 
Score: -7231914.500000 Penalty: 5435.966797
	Iteration 23Q: 3 clusters Score -7231914 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 54117 members 
Entering Unmasked Estep 
Score: -7231954.000000 Penalty: 5435.966797
	Iteration 24Q: 3 clusters Score -7231954 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 54216 members 
Entering Unmasked Estep 
Score: -7231992.000000 Penalty: 5435.966797
	Iteration 25Q: 3 clusters Score -7231992 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 54293 members 
Entering Unmasked Estep 
Score: -7231998.000000 Penalty: 5435.966797
	Iteration 26Q: 3 clusters Score -7231998 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 54352 members 
Entering Unmasked Estep 
Score: -7232017.500000 Penalty: 5435.966797
	Iteration 27Q: 3 clusters Score -7232018 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 54406 members 
Entering Unmasked Estep 
Score: -7232045.500000 Penalty: 5435.966797
	Iteration 28Q: 3 clusters Score -7232046 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 54463 members 
Entering Unmasked Estep 
Score: -7232042.000000 Penalty: 5435.966797
	Iteration 29Q: 3 clusters Score -7232042 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 54509 members 
Entering Unmasked Estep 
Score: -7232057.000000 Penalty: 5435.966797
	Iteration 30Q: 3 clusters Score -7232057 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 54551 members 
Entering Unmasked Estep 
Score: -7232064.000000 Penalty: 5435.966797
	Iteration 31Q: 3 clusters Score -7232064 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 54586 members 
Entering Unmasked Estep 
Score: -7232072.500000 Penalty: 5435.966797
	Iteration 32Q: 3 clusters Score -7232072 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 54605 members 
Entering Unmasked Estep 
Score: -7232072.000000 Penalty: 5435.966797
	Iteration 33Q: 3 clusters Score -7232072 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 54632 members 
Entering Unmasked Estep 
Score: -7232078.000000 Penalty: 5435.966797
	Iteration 34Q: 3 clusters Score -7232078 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 54653 members 
Entering Unmasked Estep 
Score: -7232089.500000 Penalty: 5435.966797
	Iteration 35Q: 3 clusters Score -7232090 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 54681 members 
Entering Unmasked Estep 
Score: -7232103.500000 Penalty: 5435.966797
	Iteration 36Q: 3 clusters Score -7232104 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 54705 members 
Entering Unmasked Estep 
Score: -7232112.000000 Penalty: 5435.966797
	Iteration 37Q: 3 clusters Score -7232112 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 54738 members 
Entering Unmasked Estep 
Score: -7232142.500000 Penalty: 5435.966797
	Iteration 38Q: 3 clusters Score -7232142 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 54779 members 
Entering Unmasked Estep 
Score: -7232170.000000 Penalty: 5435.966797
	Iteration 39Q: 3 clusters Score -7232170 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 54819 members 
Entering Unmasked Estep 
Score: -7232189.000000 Penalty: 5435.966797
	Iteration 40F: 3 clusters Score -7232189 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 54854 members 
Entering Unmasked Estep 
Score: -7232194.500000 Penalty: 5435.966797
	Iteration 41Q: 3 clusters Score -7232194 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 54882 members 
Entering Unmasked Estep 
Score: -7232204.500000 Penalty: 5435.966797
	Iteration 42Q: 3 clusters Score -7232204 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 54914 members 
Entering Unmasked Estep 
Score: -7232198.500000 Penalty: 5435.966797
	Iteration 43Q: 3 clusters Score -7232198 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 54934 members 
Entering Unmasked Estep 
Score: -7232211.500000 Penalty: 5435.966797
	Iteration 44Q: 3 clusters Score -7232212 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 54953 members 
Entering Unmasked Estep 
Score: -7232213.500000 Penalty: 5435.966797
	Iteration 45Q: 3 clusters Score -7232214 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 54964 members 
Entering Unmasked Estep 
Score: -7232205.000000 Penalty: 5435.966797
	Iteration 46Q: 3 clusters Score -7232205 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 54971 members 
Entering Unmasked Estep 
Score: -7232214.500000 Penalty: 5435.966797
	Iteration 47Q: 3 clusters Score -7232214 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 54990 members 
Entering Unmasked Estep 
Score: -7232213.500000 Penalty: 5435.966797
	Iteration 48Q: 3 clusters Score -7232214 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 54995 members 
Entering Unmasked Estep 
Score: -7232222.500000 Penalty: 5435.966797
	Iteration 49Q: 3 clusters Score -7232222 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 55001 members 
Entering Unmasked Estep 
Score: -7232217.500000 Penalty: 5435.966797
	Iteration 50Q: 3 clusters Score -7232218 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 55004 members 
Entering Unmasked Estep 
Score: -7232225.500000 Penalty: 5435.966797
	Iteration 51Q: 3 clusters Score -7232226 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 55005 members 
Entering Unmasked Estep 
Score: -7232219.500000 Penalty: 5435.966797
	Iteration 52Q: 3 clusters Score -7232220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 55007 members 
Entering Unmasked Estep 
Score: -7232220.500000 Penalty: 5435.966797
	Iteration 53Q: 3 clusters Score -7232220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 55009 members 
Entering Unmasked Estep 
Score: -7232215.000000 Penalty: 5435.966797
	Iteration 54Q: 3 clusters Score -7232215 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 55013 members 
Entering Unmasked Estep 
Score: -7232228.000000 Penalty: 5435.966797
	Iteration 55Q: 3 clusters Score -7232228 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 55016 members 
Entering Unmasked Estep 
Score: -7232224.000000 Penalty: 5435.966797
	Iteration 56Q: 3 clusters Score -7232224 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 55013 members 
Entering Unmasked Estep 
Score: -7232222.500000 Penalty: 5435.966797
	Iteration 57Q: 3 clusters Score -7232222 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 55011 members 
Entering Unmasked Estep 
Score: -7232226.500000 Penalty: 5435.966797
	Iteration 58Q: 3 clusters Score -7232226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 55008 members 
Entering Unmasked Estep 
Score: -7232226.500000 Penalty: 5435.966797
	Iteration 59Q: 3 clusters Score -7232226 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 55008 members 
Entering Unmasked Estep 
Score: -7232227.500000 Penalty: 5435.966797
	Iteration 60F: 3 clusters Score -7232228 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (13185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13185 members 
Entering Unmasked Estep 
Score: -1638704.875000 Penalty: 2352.735107
	Iteration 0F: 2 clusters Score -1638705 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -1629007.500000 Penalty: 4705.470215
	Iteration 0F: 3 clusters Score -1629008 nChanged 5655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -1632316.625000 Penalty: 4705.470215
	Iteration 1F: 3 clusters Score -1632317 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -1633092.000000 Penalty: 4705.470215
	Iteration 2F: 3 clusters Score -1633092 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -1633966.750000 Penalty: 4705.470215
	Iteration 3F: 3 clusters Score -1633967 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -1634910.625000 Penalty: 4705.470215
	Iteration 4F: 3 clusters Score -1634911 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -1635849.000000 Penalty: 4705.470215
	Iteration 5F: 3 clusters Score -1635849 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -1637002.500000 Penalty: 4705.470215
	Iteration 6F: 3 clusters Score -1637002 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -1638605.250000 Penalty: 4705.470215
	Iteration 7F: 3 clusters Score -1638605 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -1639518.250000 Penalty: 4705.470215
	Iteration 8F: 3 clusters Score -1639518 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -1639975.125000 Penalty: 4705.470215
	Iteration 9Q: 3 clusters Score -1639975 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -1640245.875000 Penalty: 4705.470215
	Iteration 10Q: 3 clusters Score -1640246 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -1640440.000000 Penalty: 4705.470215
	Iteration 11Q: 3 clusters Score -1640440 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -1640576.750000 Penalty: 4705.470215
	Iteration 12Q: 3 clusters Score -1640577 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -1640665.750000 Penalty: 4705.470215
	Iteration 13Q: 3 clusters Score -1640666 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -1640725.000000 Penalty: 4705.470215
	Iteration 14Q: 3 clusters Score -1640725 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -1640763.625000 Penalty: 4705.470215
	Iteration 15Q: 3 clusters Score -1640764 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -1640785.750000 Penalty: 4705.470215
	Iteration 16Q: 3 clusters Score -1640786 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -1640798.000000 Penalty: 4705.470215
	Iteration 17Q: 3 clusters Score -1640798 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -1640800.000000 Penalty: 4705.470215
	Iteration 18Q: 3 clusters Score -1640800 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -1640802.250000 Penalty: 4705.470215
	Iteration 19Q: 3 clusters Score -1640802 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -1640806.750000 Penalty: 4705.470215
	Iteration 20F: 3 clusters Score -1640807 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -1640812.250000 Penalty: 4705.470215
	Iteration 21Q: 3 clusters Score -1640812 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -1640815.875000 Penalty: 4705.470215
	Iteration 22Q: 3 clusters Score -1640816 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -1640821.000000 Penalty: 4705.470215
	Iteration 23Q: 3 clusters Score -1640821 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -1640821.125000 Penalty: 4705.470215
	Iteration 24Q: 3 clusters Score -1640821 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -1640821.500000 Penalty: 4705.470215
	Iteration 25Q: 3 clusters Score -1640822 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -1640819.750000 Penalty: 4705.470215
	Iteration 26Q: 3 clusters Score -1640820 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -1640821.500000 Penalty: 4705.470215
	Iteration 27Q: 3 clusters Score -1640822 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -1640821.500000 Penalty: 4705.470215
	Iteration 28F: 3 clusters Score -1640822 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 47406 members 
Mstep: Class 2 contains 3840 members 
Mstep: Class 3 contains 39670 members 
Mstep: Class 4 contains 3051 members 
Mstep: Class 5 contains 4167 members 
Mstep: Class 6 contains 11752 members 
Mstep: Class 7 contains 6414 members 
Mstep: Class 8 contains 4395 members 
Mstep: Class 9 contains 224436 members 
Mstep: Class 10 contains 27995 members 
Mstep: Class 11 contains 6639 members 
Mstep: Class 12 contains 57504 members 
Mstep: Class 13 contains 8606 members 
Mstep: Class 14 contains 24837 members 
Mstep: Class 15 contains 12719 members 
Mstep: Class 16 contains 23724 members 
Mstep: Class 17 contains 3666 members 
Mstep: Class 18 contains 3898 members 
Mstep: Class 19 contains 17460 members 
Mstep: Class 20 contains 6841 members 
Mstep: Class 21 contains 160272 members 
Mstep: Class 22 contains 181989 members 
Mstep: Class 23 contains 10910 members 
Mstep: Class 24 contains 10451 members 
Mstep: Class 25 contains 10012 members 
Mstep: Class 26 contains 64576 members 
Mstep: Class 27 contains 1487 members 
Mstep: Class 28 contains 13443 members 
Mstep: Class 29 contains 8309 members 
Mstep: Class 30 contains 14132 members 
Mstep: Class 31 contains 55868 members 
Mstep: Class 32 contains 48150 members 
Mstep: Class 33 contains 13287 members 
Mstep: Class 34 contains 44031 members 
Mstep: Class 35 contains 7553 members 
Mstep: Class 36 contains 4579 members 
Entering Unmasked Estep 
Score: -147397920.000000 Penalty: 124884.789062
Splitting cluster 13 changes total score from -147396656.000000 to -147397920.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 14 (24837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24837 members 
Entering Unmasked Estep 
Score: -3129629.000000 Penalty: 2509.782227
	Iteration 0F: 2 clusters Score -3129629 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12363 members 
Mstep: Class 2 contains 12474 members 
Entering Unmasked Estep 
Score: -3112411.000000 Penalty: 5019.564453
	Iteration 0F: 3 clusters Score -3112411 nChanged 11071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11746 members 
Mstep: Class 2 contains 13091 members 
Entering Unmasked Estep 
Score: -3118622.750000 Penalty: 5019.564453
	Iteration 1F: 3 clusters Score -3118623 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11231 members 
Mstep: Class 2 contains 13606 members 
Entering Unmasked Estep 
Score: -3119399.250000 Penalty: 5019.564453
	Iteration 2F: 3 clusters Score -3119399 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10404 members 
Mstep: Class 2 contains 14433 members 
Entering Unmasked Estep 
Score: -3120497.750000 Penalty: 5019.564453
	Iteration 3F: 3 clusters Score -3120498 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 15345 members 
Entering Unmasked Estep 
Score: -3121933.250000 Penalty: 5019.564453
	Iteration 4F: 3 clusters Score -3121933 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 16263 members 
Entering Unmasked Estep 
Score: -3123416.000000 Penalty: 5019.564453
	Iteration 5F: 3 clusters Score -3123416 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 16973 members 
Entering Unmasked Estep 
Score: -3124716.250000 Penalty: 5019.564453
	Iteration 6F: 3 clusters Score -3124716 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 17505 members 
Entering Unmasked Estep 
Score: -3125474.000000 Penalty: 5019.564453
	Iteration 7F: 3 clusters Score -3125474 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 17850 members 
Entering Unmasked Estep 
Score: -3125828.750000 Penalty: 5019.564453
	Iteration 8Q: 3 clusters Score -3125829 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 18071 members 
Entering Unmasked Estep 
Score: -3125997.750000 Penalty: 5019.564453
	Iteration 9Q: 3 clusters Score -3125998 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 18242 members 
Entering Unmasked Estep 
Score: -3126106.000000 Penalty: 5019.564453
	Iteration 10Q: 3 clusters Score -3126106 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 18402 members 
Entering Unmasked Estep 
Score: -3126148.250000 Penalty: 5019.564453
	Iteration 11Q: 3 clusters Score -3126148 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 18559 members 
Entering Unmasked Estep 
Score: -3126201.750000 Penalty: 5019.564453
	Iteration 12Q: 3 clusters Score -3126202 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 18699 members 
Entering Unmasked Estep 
Score: -3126239.250000 Penalty: 5019.564453
	Iteration 13Q: 3 clusters Score -3126239 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 18846 members 
Entering Unmasked Estep 
Score: -3126270.750000 Penalty: 5019.564453
	Iteration 14Q: 3 clusters Score -3126271 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 18973 members 
Entering Unmasked Estep 
Score: -3126287.500000 Penalty: 5019.564453
	Iteration 15Q: 3 clusters Score -3126288 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 19110 members 
Entering Unmasked Estep 
Score: -3126300.000000 Penalty: 5019.564453
	Iteration 16Q: 3 clusters Score -3126300 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 19230 members 
Entering Unmasked Estep 
Score: -3126325.000000 Penalty: 5019.564453
	Iteration 17Q: 3 clusters Score -3126325 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 19348 members 
Entering Unmasked Estep 
Score: -3126351.750000 Penalty: 5019.564453
	Iteration 18Q: 3 clusters Score -3126352 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 19489 members 
Entering Unmasked Estep 
Score: -3126368.000000 Penalty: 5019.564453
	Iteration 19Q: 3 clusters Score -3126368 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 19641 members 
Entering Unmasked Estep 
Score: -3126411.500000 Penalty: 5019.564453
	Iteration 20F: 3 clusters Score -3126412 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 19797 members 
Entering Unmasked Estep 
Score: -3126426.500000 Penalty: 5019.564453
	Iteration 21Q: 3 clusters Score -3126426 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 19967 members 
Entering Unmasked Estep 
Score: -3126489.750000 Penalty: 5019.564453
	Iteration 22Q: 3 clusters Score -3126490 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 20157 members 
Entering Unmasked Estep 
Score: -3126528.500000 Penalty: 5019.564453
	Iteration 23Q: 3 clusters Score -3126528 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 20376 members 
Entering Unmasked Estep 
Score: -3126590.750000 Penalty: 5019.564453
	Iteration 24Q: 3 clusters Score -3126591 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 20607 members 
Entering Unmasked Estep 
Score: -3126655.750000 Penalty: 5019.564453
	Iteration 25Q: 3 clusters Score -3126656 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 20831 members 
Entering Unmasked Estep 
Score: -3126726.500000 Penalty: 5019.564453
	Iteration 26Q: 3 clusters Score -3126726 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 21077 members 
Entering Unmasked Estep 
Score: -3126802.250000 Penalty: 5019.564453
	Iteration 27Q: 3 clusters Score -3126802 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 21321 members 
Entering Unmasked Estep 
Score: -3126903.250000 Penalty: 5019.564453
	Iteration 28Q: 3 clusters Score -3126903 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 21573 members 
Entering Unmasked Estep 
Score: -3126981.750000 Penalty: 5019.564453
	Iteration 29Q: 3 clusters Score -3126982 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 21832 members 
Entering Unmasked Estep 
Score: -3127092.000000 Penalty: 5019.564453
	Iteration 30Q: 3 clusters Score -3127092 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 22087 members 
Entering Unmasked Estep 
Score: -3127198.000000 Penalty: 5019.564453
	Iteration 31Q: 3 clusters Score -3127198 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 22311 members 
Entering Unmasked Estep 
Score: -3127289.000000 Penalty: 5019.564453
	Iteration 32Q: 3 clusters Score -3127289 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 22502 members 
Entering Unmasked Estep 
Score: -3127352.000000 Penalty: 5019.564453
	Iteration 33Q: 3 clusters Score -3127352 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 22674 members 
Entering Unmasked Estep 
Score: -3127436.750000 Penalty: 5019.564453
	Iteration 34Q: 3 clusters Score -3127437 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 22834 members 
Entering Unmasked Estep 
Score: -3127494.500000 Penalty: 5019.564453
	Iteration 35Q: 3 clusters Score -3127494 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 22975 members 
Entering Unmasked Estep 
Score: -3127555.750000 Penalty: 5019.564453
	Iteration 36Q: 3 clusters Score -3127556 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 23091 members 
Entering Unmasked Estep 
Score: -3127617.000000 Penalty: 5019.564453
	Iteration 37Q: 3 clusters Score -3127617 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 23201 members 
Entering Unmasked Estep 
Score: -3127658.500000 Penalty: 5019.564453
	Iteration 38Q: 3 clusters Score -3127658 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 23296 members 
Entering Unmasked Estep 
Score: -3127696.250000 Penalty: 5019.564453
	Iteration 39Q: 3 clusters Score -3127696 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 23374 members 
Entering Unmasked Estep 
Score: -3127737.250000 Penalty: 5019.564453
	Iteration 40F: 3 clusters Score -3127737 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 23449 members 
Entering Unmasked Estep 
Score: -3127774.250000 Penalty: 5019.564453
	Iteration 41Q: 3 clusters Score -3127774 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 23508 members 
Entering Unmasked Estep 
Score: -3127802.500000 Penalty: 5019.564453
	Iteration 42Q: 3 clusters Score -3127802 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 23561 members 
Entering Unmasked Estep 
Score: -3127814.250000 Penalty: 5019.564453
	Iteration 43Q: 3 clusters Score -3127814 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 23605 members 
Entering Unmasked Estep 
Score: -3127830.000000 Penalty: 5019.564453
	Iteration 44Q: 3 clusters Score -3127830 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 23647 members 
Entering Unmasked Estep 
Score: -3127835.500000 Penalty: 5019.564453
	Iteration 45Q: 3 clusters Score -3127836 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 23671 members 
Entering Unmasked Estep 
Score: -3127841.750000 Penalty: 5019.564453
	Iteration 46Q: 3 clusters Score -3127842 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 23694 members 
Entering Unmasked Estep 
Score: -3127840.000000 Penalty: 5019.564453
	Iteration 47Q: 3 clusters Score -3127840 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 23711 members 
Entering Unmasked Estep 
Score: -3127851.000000 Penalty: 5019.564453
	Iteration 48Q: 3 clusters Score -3127851 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 23734 members 
Entering Unmasked Estep 
Score: -3127857.250000 Penalty: 5019.564453
	Iteration 49Q: 3 clusters Score -3127857 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 23750 members 
Entering Unmasked Estep 
Score: -3127865.250000 Penalty: 5019.564453
	Iteration 50Q: 3 clusters Score -3127865 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 23765 members 
Entering Unmasked Estep 
Score: -3127867.500000 Penalty: 5019.564453
	Iteration 51Q: 3 clusters Score -3127868 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 23776 members 
Entering Unmasked Estep 
Score: -3127874.750000 Penalty: 5019.564453
	Iteration 52Q: 3 clusters Score -3127875 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 23784 members 
Entering Unmasked Estep 
Score: -3127872.750000 Penalty: 5019.564453
	Iteration 53Q: 3 clusters Score -3127873 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 23789 members 
Entering Unmasked Estep 
Score: -3127879.000000 Penalty: 5019.564453
	Iteration 54Q: 3 clusters Score -3127879 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 23798 members 
Entering Unmasked Estep 
Score: -3127884.250000 Penalty: 5019.564453
	Iteration 55Q: 3 clusters Score -3127884 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 23805 members 
Entering Unmasked Estep 
Score: -3127880.000000 Penalty: 5019.564453
	Iteration 56Q: 3 clusters Score -3127880 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 23809 members 
Entering Unmasked Estep 
Score: -3127882.500000 Penalty: 5019.564453
	Iteration 57Q: 3 clusters Score -3127882 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 23814 members 
Entering Unmasked Estep 
Score: -3127885.750000 Penalty: 5019.564453
	Iteration 58Q: 3 clusters Score -3127886 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 23823 members 
Entering Unmasked Estep 
Score: -3127889.250000 Penalty: 5019.564453
	Iteration 59Q: 3 clusters Score -3127889 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 23831 members 
Entering Unmasked Estep 
Score: -3127884.750000 Penalty: 5019.564453
	Iteration 60F: 3 clusters Score -3127885 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 23838 members 
Entering Unmasked Estep 
Score: -3127892.500000 Penalty: 5019.564453
	Iteration 61Q: 3 clusters Score -3127892 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 23842 members 
Entering Unmasked Estep 
Score: -3127892.750000 Penalty: 5019.564453
	Iteration 62Q: 3 clusters Score -3127893 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 23846 members 
Entering Unmasked Estep 
Score: -3127892.000000 Penalty: 5019.564453
	Iteration 63Q: 3 clusters Score -3127892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 23847 members 
Entering Unmasked Estep 
Score: -3127890.750000 Penalty: 5019.564453
	Iteration 64Q: 3 clusters Score -3127891 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 23852 members 
Entering Unmasked Estep 
Score: -3127888.750000 Penalty: 5019.564453
	Iteration 65Q: 3 clusters Score -3127889 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 23856 members 
Entering Unmasked Estep 
Score: -3127897.750000 Penalty: 5019.564453
	Iteration 66Q: 3 clusters Score -3127898 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 23863 members 
Entering Unmasked Estep 
Score: -3127896.500000 Penalty: 5019.564453
	Iteration 67Q: 3 clusters Score -3127896 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 23866 members 
Entering Unmasked Estep 
Score: -3127899.000000 Penalty: 5019.564453
	Iteration 68Q: 3 clusters Score -3127899 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 23868 members 
Entering Unmasked Estep 
Score: -3127903.500000 Penalty: 5019.564453
	Iteration 69Q: 3 clusters Score -3127904 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 23870 members 
Entering Unmasked Estep 
Score: -3127903.750000 Penalty: 5019.564453
	Iteration 70Q: 3 clusters Score -3127904 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 23873 members 
Entering Unmasked Estep 
Score: -3127906.500000 Penalty: 5019.564453
	Iteration 71Q: 3 clusters Score -3127906 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 23877 members 
Entering Unmasked Estep 
Score: -3127905.250000 Penalty: 5019.564453
	Iteration 72Q: 3 clusters Score -3127905 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 23881 members 
Entering Unmasked Estep 
Score: -3127907.500000 Penalty: 5019.564453
	Iteration 73Q: 3 clusters Score -3127908 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 23886 members 
Entering Unmasked Estep 
Score: -3127910.000000 Penalty: 5019.564453
	Iteration 74Q: 3 clusters Score -3127910 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 23891 members 
Entering Unmasked Estep 
Score: -3127906.500000 Penalty: 5019.564453
	Iteration 75Q: 3 clusters Score -3127906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 23893 members 
Entering Unmasked Estep 
Score: -3127913.000000 Penalty: 5019.564453
	Iteration 76Q: 3 clusters Score -3127913 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 23893 members 
Entering Unmasked Estep 
Score: -3127913.000000 Penalty: 5019.564453
	Iteration 77F: 3 clusters Score -3127913 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (12719 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12719 members 
Entering Unmasked Estep 
Score: -1583746.375000 Penalty: 2343.811279
	Iteration 0F: 2 clusters Score -1583746 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -1574442.000000 Penalty: 4687.622559
	Iteration 0F: 3 clusters Score -1574442 nChanged 5399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -1577651.625000 Penalty: 4687.622559
	Iteration 1F: 3 clusters Score -1577652 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -1578251.875000 Penalty: 4687.622559
	Iteration 2F: 3 clusters Score -1578252 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -1578799.750000 Penalty: 4687.622559
	Iteration 3F: 3 clusters Score -1578800 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -1579351.250000 Penalty: 4687.622559
	Iteration 4F: 3 clusters Score -1579351 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -1579860.750000 Penalty: 4687.622559
	Iteration 5F: 3 clusters Score -1579861 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -1580304.125000 Penalty: 4687.622559
	Iteration 6F: 3 clusters Score -1580304 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -1580704.750000 Penalty: 4687.622559
	Iteration 7Q: 3 clusters Score -1580705 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -1581050.750000 Penalty: 4687.622559
	Iteration 8Q: 3 clusters Score -1581051 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -1581421.375000 Penalty: 4687.622559
	Iteration 9Q: 3 clusters Score -1581421 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -1581865.000000 Penalty: 4687.622559
	Iteration 10Q: 3 clusters Score -1581865 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -1582490.125000 Penalty: 4687.622559
	Iteration 11Q: 3 clusters Score -1582490 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -1583274.750000 Penalty: 4687.622559
	Iteration 12Q: 3 clusters Score -1583275 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -1583798.375000 Penalty: 4687.622559
	Iteration 13Q: 3 clusters Score -1583798 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -1584115.625000 Penalty: 4687.622559
	Iteration 14Q: 3 clusters Score -1584116 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -1584247.875000 Penalty: 4687.622559
	Iteration 15Q: 3 clusters Score -1584248 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -1584309.250000 Penalty: 4687.622559
	Iteration 16Q: 3 clusters Score -1584309 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -1584351.625000 Penalty: 4687.622559
	Iteration 17Q: 3 clusters Score -1584352 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -1584361.500000 Penalty: 4687.622559
	Iteration 18Q: 3 clusters Score -1584362 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -1584372.625000 Penalty: 4687.622559
	Iteration 19Q: 3 clusters Score -1584373 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -1584376.750000 Penalty: 4687.622559
	Iteration 20F: 3 clusters Score -1584377 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -1584381.500000 Penalty: 4687.622559
	Iteration 21Q: 3 clusters Score -1584382 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -1584387.750000 Penalty: 4687.622559
	Iteration 22Q: 3 clusters Score -1584388 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -1584384.000000 Penalty: 4687.622559
	Iteration 23Q: 3 clusters Score -1584384 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -1584387.625000 Penalty: 4687.622559
	Iteration 24Q: 3 clusters Score -1584388 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -1584386.500000 Penalty: 4687.622559
	Iteration 25Q: 3 clusters Score -1584386 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -1584388.500000 Penalty: 4687.622559
	Iteration 26Q: 3 clusters Score -1584388 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -1584387.875000 Penalty: 4687.622559
	Iteration 27Q: 3 clusters Score -1584388 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -1584387.000000 Penalty: 4687.622559
	Iteration 28Q: 3 clusters Score -1584387 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -1584386.250000 Penalty: 4687.622559
	Iteration 29Q: 3 clusters Score -1584386 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -1584385.750000 Penalty: 4687.622559
	Iteration 30Q: 3 clusters Score -1584386 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -1584390.875000 Penalty: 4687.622559
	Iteration 31Q: 3 clusters Score -1584391 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -1584389.875000 Penalty: 4687.622559
	Iteration 32Q: 3 clusters Score -1584390 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -1584390.125000 Penalty: 4687.622559
	Iteration 33Q: 3 clusters Score -1584390 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -1584395.375000 Penalty: 4687.622559
	Iteration 34Q: 3 clusters Score -1584395 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -1584394.500000 Penalty: 4687.622559
	Iteration 35Q: 3 clusters Score -1584394 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -1584396.375000 Penalty: 4687.622559
	Iteration 36Q: 3 clusters Score -1584396 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -1584396.125000 Penalty: 4687.622559
	Iteration 37Q: 3 clusters Score -1584396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -1584395.875000 Penalty: 4687.622559
	Iteration 38Q: 3 clusters Score -1584396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -1584395.000000 Penalty: 4687.622559
	Iteration 39Q: 3 clusters Score -1584395 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -1584396.125000 Penalty: 4687.622559
	Iteration 40F: 3 clusters Score -1584396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -1584395.250000 Penalty: 4687.622559
	Iteration 41Q: 3 clusters Score -1584395 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -1584395.250000 Penalty: 4687.622559
	Iteration 42F: 3 clusters Score -1584395 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 47406 members 
Mstep: Class 2 contains 3840 members 
Mstep: Class 3 contains 39670 members 
Mstep: Class 4 contains 3051 members 
Mstep: Class 5 contains 4167 members 
Mstep: Class 6 contains 11752 members 
Mstep: Class 7 contains 6414 members 
Mstep: Class 8 contains 4395 members 
Mstep: Class 9 contains 224436 members 
Mstep: Class 10 contains 27995 members 
Mstep: Class 11 contains 6639 members 
Mstep: Class 12 contains 57504 members 
Mstep: Class 13 contains 8606 members 
Mstep: Class 14 contains 24837 members 
Mstep: Class 15 contains 7803 members 
Mstep: Class 16 contains 23724 members 
Mstep: Class 17 contains 3666 members 
Mstep: Class 18 contains 3898 members 
Mstep: Class 19 contains 17460 members 
Mstep: Class 20 contains 6841 members 
Mstep: Class 21 contains 160272 members 
Mstep: Class 22 contains 181989 members 
Mstep: Class 23 contains 10910 members 
Mstep: Class 24 contains 10451 members 
Mstep: Class 25 contains 10012 members 
Mstep: Class 26 contains 64576 members 
Mstep: Class 27 contains 1487 members 
Mstep: Class 28 contains 13443 members 
Mstep: Class 29 contains 8309 members 
Mstep: Class 30 contains 14132 members 
Mstep: Class 31 contains 55868 members 
Mstep: Class 32 contains 48150 members 
Mstep: Class 33 contains 13287 members 
Mstep: Class 34 contains 44031 members 
Mstep: Class 35 contains 7553 members 
Mstep: Class 36 contains 4579 members 
Mstep: Class 37 contains 4916 members 
Entering Unmasked Estep 
Score: -147397728.000000 Penalty: 128353.804688
Splitting cluster 15 changes total score from -147396656.000000 to -147397728.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 16 (23724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23724 members 
Entering Unmasked Estep 
Score: -3029966.750000 Penalty: 2498.412109
	Iteration 0F: 2 clusters Score -3029967 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12023 members 
Mstep: Class 2 contains 11701 members 
Entering Unmasked Estep 
Score: -3013473.500000 Penalty: 4996.824219
	Iteration 0F: 3 clusters Score -3013474 nChanged 10443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12824 members 
Mstep: Class 2 contains 10900 members 
Entering Unmasked Estep 
Score: -3019259.000000 Penalty: 4996.824219
	Iteration 1F: 3 clusters Score -3019259 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13284 members 
Mstep: Class 2 contains 10440 members 
Entering Unmasked Estep 
Score: -3019851.750000 Penalty: 4996.824219
	Iteration 2F: 3 clusters Score -3019852 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13957 members 
Mstep: Class 2 contains 9767 members 
Entering Unmasked Estep 
Score: -3020453.000000 Penalty: 4996.824219
	Iteration 3F: 3 clusters Score -3020453 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14843 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -3021128.750000 Penalty: 4996.824219
	Iteration 4F: 3 clusters Score -3021129 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15964 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -3021994.250000 Penalty: 4996.824219
	Iteration 5F: 3 clusters Score -3021994 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17315 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -3023131.250000 Penalty: 4996.824219
	Iteration 6F: 3 clusters Score -3023131 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18826 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -3024430.000000 Penalty: 4996.824219
	Iteration 7F: 3 clusters Score -3024430 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20232 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -3025734.000000 Penalty: 4996.824219
	Iteration 8F: 3 clusters Score -3025734 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21405 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -3026860.000000 Penalty: 4996.824219
	Iteration 9F: 3 clusters Score -3026860 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22190 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -3027657.250000 Penalty: 4996.824219
	Iteration 10Q: 3 clusters Score -3027657 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22610 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -3028076.000000 Penalty: 4996.824219
	Iteration 11Q: 3 clusters Score -3028076 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22834 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -3028351.250000 Penalty: 4996.824219
	Iteration 12Q: 3 clusters Score -3028351 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22960 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -3028489.500000 Penalty: 4996.824219
	Iteration 13Q: 3 clusters Score -3028490 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23006 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -3028567.000000 Penalty: 4996.824219
	Iteration 14Q: 3 clusters Score -3028567 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23048 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -3028629.750000 Penalty: 4996.824219
	Iteration 15Q: 3 clusters Score -3028630 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23073 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -3028650.500000 Penalty: 4996.824219
	Iteration 16Q: 3 clusters Score -3028650 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23081 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -3028665.000000 Penalty: 4996.824219
	Iteration 17Q: 3 clusters Score -3028665 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23087 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -3028674.750000 Penalty: 4996.824219
	Iteration 18Q: 3 clusters Score -3028675 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23091 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -3028677.250000 Penalty: 4996.824219
	Iteration 19Q: 3 clusters Score -3028677 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23091 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -3028677.250000 Penalty: 4996.824219
	Iteration 20F: 3 clusters Score -3028677 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23090 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -3028678.750000 Penalty: 4996.824219
	Iteration 21Q: 3 clusters Score -3028679 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23091 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -3028679.750000 Penalty: 4996.824219
	Iteration 22Q: 3 clusters Score -3028680 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23091 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -3028679.750000 Penalty: 4996.824219
	Iteration 23F: 3 clusters Score -3028680 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Entering Unmasked Estep 
Score: -457201.562500 Penalty: 2035.300415
	Iteration 0F: 2 clusters Score -457201.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -453560.437500 Penalty: 4070.600830
	Iteration 0F: 3 clusters Score -453560.4 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -454291.281250 Penalty: 4070.600830
	Iteration 1F: 3 clusters Score -454291.3 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -454485.406250 Penalty: 4070.600830
	Iteration 2F: 3 clusters Score -454485.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -454611.843750 Penalty: 4070.600830
	Iteration 3F: 3 clusters Score -454611.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -454701.093750 Penalty: 4070.600830
	Iteration 4Q: 3 clusters Score -454701.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -454753.312500 Penalty: 4070.600830
	Iteration 5Q: 3 clusters Score -454753.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -454793.281250 Penalty: 4070.600830
	Iteration 6Q: 3 clusters Score -454793.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -454832.562500 Penalty: 4070.600830
	Iteration 7Q: 3 clusters Score -454832.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -454863.343750 Penalty: 4070.600830
	Iteration 8Q: 3 clusters Score -454863.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -454886.281250 Penalty: 4070.600830
	Iteration 9Q: 3 clusters Score -454886.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -454905.281250 Penalty: 4070.600830
	Iteration 10Q: 3 clusters Score -454905.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -454930.343750 Penalty: 4070.600830
	Iteration 11Q: 3 clusters Score -454930.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -454957.218750 Penalty: 4070.600830
	Iteration 12Q: 3 clusters Score -454957.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -454983.625000 Penalty: 4070.600830
	Iteration 13Q: 3 clusters Score -454983.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -455009.687500 Penalty: 4070.600830
	Iteration 14Q: 3 clusters Score -455009.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -455046.625000 Penalty: 4070.600830
	Iteration 15Q: 3 clusters Score -455046.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -455082.468750 Penalty: 4070.600830
	Iteration 16Q: 3 clusters Score -455082.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -455113.687500 Penalty: 4070.600830
	Iteration 17Q: 3 clusters Score -455113.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -455154.375000 Penalty: 4070.600830
	Iteration 18Q: 3 clusters Score -455154.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -455180.250000 Penalty: 4070.600830
	Iteration 19Q: 3 clusters Score -455180.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -455206.062500 Penalty: 4070.600830
	Iteration 20F: 3 clusters Score -455206.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -455224.000000 Penalty: 4070.600830
	Iteration 21Q: 3 clusters Score -455224 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -455244.031250 Penalty: 4070.600830
	Iteration 22Q: 3 clusters Score -455244 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -455264.281250 Penalty: 4070.600830
	Iteration 23Q: 3 clusters Score -455264.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -455281.250000 Penalty: 4070.600830
	Iteration 24Q: 3 clusters Score -455281.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -455303.843750 Penalty: 4070.600830
	Iteration 25Q: 3 clusters Score -455303.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -455329.781250 Penalty: 4070.600830
	Iteration 26Q: 3 clusters Score -455329.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -455353.343750 Penalty: 4070.600830
	Iteration 27Q: 3 clusters Score -455353.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -455379.406250 Penalty: 4070.600830
	Iteration 28Q: 3 clusters Score -455379.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -455394.218750 Penalty: 4070.600830
	Iteration 29Q: 3 clusters Score -455394.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -455407.062500 Penalty: 4070.600830
	Iteration 30Q: 3 clusters Score -455407.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -455415.062500 Penalty: 4070.600830
	Iteration 31Q: 3 clusters Score -455415.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -455422.062500 Penalty: 4070.600830
	Iteration 32Q: 3 clusters Score -455422.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -455427.625000 Penalty: 4070.600830
	Iteration 33Q: 3 clusters Score -455427.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -455432.062500 Penalty: 4070.600830
	Iteration 34Q: 3 clusters Score -455432.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -455437.156250 Penalty: 4070.600830
	Iteration 35Q: 3 clusters Score -455437.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -455443.406250 Penalty: 4070.600830
	Iteration 36Q: 3 clusters Score -455443.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -455446.875000 Penalty: 4070.600830
	Iteration 37Q: 3 clusters Score -455446.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -455449.218750 Penalty: 4070.600830
	Iteration 38Q: 3 clusters Score -455449.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -455449.906250 Penalty: 4070.600830
	Iteration 39Q: 3 clusters Score -455449.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -455451.031250 Penalty: 4070.600830
	Iteration 40F: 3 clusters Score -455451 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -455451.250000 Penalty: 4070.600830
	Iteration 41Q: 3 clusters Score -455451.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -455451.250000 Penalty: 4070.600830
	Iteration 42F: 3 clusters Score -455451.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3898 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Entering Unmasked Estep 
Score: -464885.187500 Penalty: 2050.518311
	Iteration 0F: 2 clusters Score -464885.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -462066.718750 Penalty: 4101.036621
	Iteration 0F: 3 clusters Score -462066.7 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -470538.968750 Penalty: 4101.036621
	Iteration 1F: 3 clusters Score -470539 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -474007.906250 Penalty: 4101.036621
	Iteration 2F: 3 clusters Score -474007.9 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -475392.812500 Penalty: 4101.036621
	Iteration 3F: 3 clusters Score -475392.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -475781.031250 Penalty: 4101.036621
	Iteration 4Q: 3 clusters Score -475781 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -476012.437500 Penalty: 4101.036621
	Iteration 5Q: 3 clusters Score -476012.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -476089.281250 Penalty: 4101.036621
	Iteration 6Q: 3 clusters Score -476089.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -476200.593750 Penalty: 4101.036621
	Iteration 7Q: 3 clusters Score -476200.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -476281.500000 Penalty: 4101.036621
	Iteration 8Q: 3 clusters Score -476281.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -476495.531250 Penalty: 4101.036621
	Iteration 9Q: 3 clusters Score -476495.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -477020.968750 Penalty: 4101.036621
	Iteration 10Q: 3 clusters Score -477021 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -477185.531250 Penalty: 4101.036621
	Iteration 11Q: 3 clusters Score -477185.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -477364.093750 Penalty: 4101.036621
	Iteration 12Q: 3 clusters Score -477364.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -477549.468750 Penalty: 4101.036621
	Iteration 13Q: 3 clusters Score -477549.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -477645.187500 Penalty: 4101.036621
	Iteration 14Q: 3 clusters Score -477645.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -477689.531250 Penalty: 4101.036621
	Iteration 15Q: 3 clusters Score -477689.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -477733.312500 Penalty: 4101.036621
	Iteration 16Q: 3 clusters Score -477733.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -477789.000000 Penalty: 4101.036621
	Iteration 17Q: 3 clusters Score -477789 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -477818.812500 Penalty: 4101.036621
	Iteration 18Q: 3 clusters Score -477818.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -477871.750000 Penalty: 4101.036621
	Iteration 19Q: 3 clusters Score -477871.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -477905.062500 Penalty: 4101.036621
	Iteration 20F: 3 clusters Score -477905.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -477943.062500 Penalty: 4101.036621
	Iteration 21Q: 3 clusters Score -477943.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -478022.187500 Penalty: 4101.036621
	Iteration 22Q: 3 clusters Score -478022.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -478043.968750 Penalty: 4101.036621
	Iteration 23Q: 3 clusters Score -478044 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -478057.468750 Penalty: 4101.036621
	Iteration 24Q: 3 clusters Score -478057.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -478054.812500 Penalty: 4101.036621
	Iteration 25Q: 3 clusters Score -478054.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -478054.812500 Penalty: 4101.036621
	Iteration 26F: 3 clusters Score -478054.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 47406 members 
Mstep: Class 2 contains 3840 members 
Mstep: Class 3 contains 39670 members 
Mstep: Class 4 contains 3051 members 
Mstep: Class 5 contains 4167 members 
Mstep: Class 6 contains 11752 members 
Mstep: Class 7 contains 6414 members 
Mstep: Class 8 contains 4395 members 
Mstep: Class 9 contains 224436 members 
Mstep: Class 10 contains 27995 members 
Mstep: Class 11 contains 6639 members 
Mstep: Class 12 contains 57504 members 
Mstep: Class 13 contains 8606 members 
Mstep: Class 14 contains 24837 members 
Mstep: Class 15 contains 7803 members 
Mstep: Class 16 contains 23724 members 
Mstep: Class 17 contains 3666 members 
Mstep: Class 18 contains 1869 members 
Mstep: Class 19 contains 17460 members 
Mstep: Class 20 contains 6841 members 
Mstep: Class 21 contains 160272 members 
Mstep: Class 22 contains 181989 members 
Mstep: Class 23 contains 10910 members 
Mstep: Class 24 contains 10451 members 
Mstep: Class 25 contains 10012 members 
Mstep: Class 26 contains 64576 members 
Mstep: Class 27 contains 1487 members 
Mstep: Class 28 contains 13443 members 
Mstep: Class 29 contains 8309 members 
Mstep: Class 30 contains 14132 members 
Mstep: Class 31 contains 55868 members 
Mstep: Class 32 contains 48150 members 
Mstep: Class 33 contains 13287 members 
Mstep: Class 34 contains 44031 members 
Mstep: Class 35 contains 7553 members 
Mstep: Class 36 contains 4579 members 
Mstep: Class 37 contains 4916 members 
Mstep: Class 38 contains 2029 members 
Entering Unmasked Estep 
Score: -147409664.000000 Penalty: 131822.828125
Splitting cluster 18 changes total score from -147396656.000000 to -147409664.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 19 (17460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17460 members 
Entering Unmasked Estep 
Score: -2028794.875000 Penalty: 2422.381592
	Iteration 0F: 2 clusters Score -2028795 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -2016255.250000 Penalty: 4844.763184
	Iteration 0F: 3 clusters Score -2016255 nChanged 7707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -2020745.250000 Penalty: 4844.763184
	Iteration 1F: 3 clusters Score -2020745 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -2021583.250000 Penalty: 4844.763184
	Iteration 2F: 3 clusters Score -2021583 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -2022432.000000 Penalty: 4844.763184
	Iteration 3F: 3 clusters Score -2022432 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -2023258.375000 Penalty: 4844.763184
	Iteration 4F: 3 clusters Score -2023258 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9176 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -2024033.375000 Penalty: 4844.763184
	Iteration 5F: 3 clusters Score -2024033 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -2024811.875000 Penalty: 4844.763184
	Iteration 6F: 3 clusters Score -2024812 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -2025501.000000 Penalty: 4844.763184
	Iteration 7F: 3 clusters Score -2025501 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -2026081.875000 Penalty: 4844.763184
	Iteration 8Q: 3 clusters Score -2026082 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -2026489.750000 Penalty: 4844.763184
	Iteration 9Q: 3 clusters Score -2026490 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -2026762.625000 Penalty: 4844.763184
	Iteration 10Q: 3 clusters Score -2026763 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9047 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -2027012.250000 Penalty: 4844.763184
	Iteration 11Q: 3 clusters Score -2027012 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9024 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -2027201.625000 Penalty: 4844.763184
	Iteration 12Q: 3 clusters Score -2027202 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -2027317.625000 Penalty: 4844.763184
	Iteration 13Q: 3 clusters Score -2027318 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
Score: -2027423.625000 Penalty: 4844.763184
	Iteration 14Q: 3 clusters Score -2027424 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -2027505.375000 Penalty: 4844.763184
	Iteration 15Q: 3 clusters Score -2027505 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -2027583.375000 Penalty: 4844.763184
	Iteration 16Q: 3 clusters Score -2027583 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
Score: -2027638.000000 Penalty: 4844.763184
	Iteration 17Q: 3 clusters Score -2027638 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -2027692.375000 Penalty: 4844.763184
	Iteration 18Q: 3 clusters Score -2027692 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 9117 members 
Entering Unmasked Estep 
Score: -2027735.625000 Penalty: 4844.763184
	Iteration 19Q: 3 clusters Score -2027736 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -2027779.000000 Penalty: 4844.763184
	Iteration 20F: 3 clusters Score -2027779 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
Score: -2027799.250000 Penalty: 4844.763184
	Iteration 21Q: 3 clusters Score -2027799 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -2027831.250000 Penalty: 4844.763184
	Iteration 22Q: 3 clusters Score -2027831 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
Score: -2027856.625000 Penalty: 4844.763184
	Iteration 23Q: 3 clusters Score -2027857 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 9552 members 
Entering Unmasked Estep 
Score: -2027870.625000 Penalty: 4844.763184
	Iteration 24Q: 3 clusters Score -2027871 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 9629 members 
Entering Unmasked Estep 
Score: -2027884.625000 Penalty: 4844.763184
	Iteration 25Q: 3 clusters Score -2027885 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 9694 members 
Entering Unmasked Estep 
Score: -2027896.500000 Penalty: 4844.763184
	Iteration 26Q: 3 clusters Score -2027896 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -2027909.000000 Penalty: 4844.763184
	Iteration 27Q: 3 clusters Score -2027909 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 9824 members 
Entering Unmasked Estep 
Score: -2027922.250000 Penalty: 4844.763184
	Iteration 28Q: 3 clusters Score -2027922 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 9889 members 
Entering Unmasked Estep 
Score: -2027934.000000 Penalty: 4844.763184
	Iteration 29Q: 3 clusters Score -2027934 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 9945 members 
Entering Unmasked Estep 
Score: -2027946.750000 Penalty: 4844.763184
	Iteration 30Q: 3 clusters Score -2027947 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 10004 members 
Entering Unmasked Estep 
Score: -2027955.000000 Penalty: 4844.763184
	Iteration 31Q: 3 clusters Score -2027955 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 10053 members 
Entering Unmasked Estep 
Score: -2027967.125000 Penalty: 4844.763184
	Iteration 32Q: 3 clusters Score -2027967 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -2027980.250000 Penalty: 4844.763184
	Iteration 33Q: 3 clusters Score -2027980 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 10154 members 
Entering Unmasked Estep 
Score: -2027982.125000 Penalty: 4844.763184
	Iteration 34Q: 3 clusters Score -2027982 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 10199 members 
Entering Unmasked Estep 
Score: -2027986.625000 Penalty: 4844.763184
	Iteration 35Q: 3 clusters Score -2027987 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 10243 members 
Entering Unmasked Estep 
Score: -2027995.375000 Penalty: 4844.763184
	Iteration 36Q: 3 clusters Score -2027995 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 10291 members 
Entering Unmasked Estep 
Score: -2028002.500000 Penalty: 4844.763184
	Iteration 37Q: 3 clusters Score -2028002 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 10335 members 
Entering Unmasked Estep 
Score: -2028013.500000 Penalty: 4844.763184
	Iteration 38Q: 3 clusters Score -2028014 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 10386 members 
Entering Unmasked Estep 
Score: -2028021.625000 Penalty: 4844.763184
	Iteration 39Q: 3 clusters Score -2028022 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 10440 members 
Entering Unmasked Estep 
Score: -2028025.500000 Penalty: 4844.763184
	Iteration 40F: 3 clusters Score -2028026 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -2028032.500000 Penalty: 4844.763184
	Iteration 41Q: 3 clusters Score -2028032 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 10535 members 
Entering Unmasked Estep 
Score: -2028040.000000 Penalty: 4844.763184
	Iteration 42Q: 3 clusters Score -2028040 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 10603 members 
Entering Unmasked Estep 
Score: -2028061.250000 Penalty: 4844.763184
	Iteration 43Q: 3 clusters Score -2028061 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 10651 members 
Entering Unmasked Estep 
Score: -2028062.500000 Penalty: 4844.763184
	Iteration 44Q: 3 clusters Score -2028062 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 10696 members 
Entering Unmasked Estep 
Score: -2028073.750000 Penalty: 4844.763184
	Iteration 45Q: 3 clusters Score -2028074 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 10730 members 
Entering Unmasked Estep 
Score: -2028081.125000 Penalty: 4844.763184
	Iteration 46Q: 3 clusters Score -2028081 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 10755 members 
Entering Unmasked Estep 
Score: -2028091.750000 Penalty: 4844.763184
	Iteration 47Q: 3 clusters Score -2028092 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 10779 members 
Entering Unmasked Estep 
Score: -2028096.125000 Penalty: 4844.763184
	Iteration 48Q: 3 clusters Score -2028096 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 10794 members 
Entering Unmasked Estep 
Score: -2028091.625000 Penalty: 4844.763184
	Iteration 49Q: 3 clusters Score -2028092 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 10807 members 
Entering Unmasked Estep 
Score: -2028093.125000 Penalty: 4844.763184
	Iteration 50Q: 3 clusters Score -2028093 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 10817 members 
Entering Unmasked Estep 
Score: -2028095.625000 Penalty: 4844.763184
	Iteration 51Q: 3 clusters Score -2028096 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 10823 members 
Entering Unmasked Estep 
Score: -2028090.000000 Penalty: 4844.763184
	Iteration 52Q: 3 clusters Score -2028090 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 10832 members 
Entering Unmasked Estep 
Score: -2028089.625000 Penalty: 4844.763184
	Iteration 53Q: 3 clusters Score -2028090 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 10837 members 
Entering Unmasked Estep 
Score: -2028088.625000 Penalty: 4844.763184
	Iteration 54Q: 3 clusters Score -2028089 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 10847 members 
Entering Unmasked Estep 
Score: -2028093.625000 Penalty: 4844.763184
	Iteration 55Q: 3 clusters Score -2028094 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 10852 members 
Entering Unmasked Estep 
Score: -2028092.250000 Penalty: 4844.763184
	Iteration 56Q: 3 clusters Score -2028092 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 10855 members 
Entering Unmasked Estep 
Score: -2028093.875000 Penalty: 4844.763184
	Iteration 57Q: 3 clusters Score -2028094 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -2028094.625000 Penalty: 4844.763184
	Iteration 58Q: 3 clusters Score -2028095 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 10862 members 
Entering Unmasked Estep 
Score: -2028092.750000 Penalty: 4844.763184
	Iteration 59Q: 3 clusters Score -2028093 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 10863 members 
Entering Unmasked Estep 
Score: -2028094.000000 Penalty: 4844.763184
	Iteration 60F: 3 clusters Score -2028094 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 10864 members 
Entering Unmasked Estep 
Score: -2028097.750000 Penalty: 4844.763184
	Iteration 61Q: 3 clusters Score -2028098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 10866 members 
Entering Unmasked Estep 
Score: -2028097.625000 Penalty: 4844.763184
	Iteration 62Q: 3 clusters Score -2028098 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 10870 members 
Entering Unmasked Estep 
Score: -2028099.500000 Penalty: 4844.763184
	Iteration 63Q: 3 clusters Score -2028100 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 10874 members 
Entering Unmasked Estep 
Score: -2028099.500000 Penalty: 4844.763184
	Iteration 64Q: 3 clusters Score -2028100 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 10875 members 
Entering Unmasked Estep 
Score: -2028098.625000 Penalty: 4844.763184
	Iteration 65Q: 3 clusters Score -2028099 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 10880 members 
Entering Unmasked Estep 
Score: -2028103.000000 Penalty: 4844.763184
	Iteration 66Q: 3 clusters Score -2028103 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 10887 members 
Entering Unmasked Estep 
Score: -2028100.875000 Penalty: 4844.763184
	Iteration 67Q: 3 clusters Score -2028101 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 10892 members 
Entering Unmasked Estep 
Score: -2028099.125000 Penalty: 4844.763184
	Iteration 68Q: 3 clusters Score -2028099 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 10899 members 
Entering Unmasked Estep 
Score: -2028100.250000 Penalty: 4844.763184
	Iteration 69Q: 3 clusters Score -2028100 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 10909 members 
Entering Unmasked Estep 
Score: -2028105.875000 Penalty: 4844.763184
	Iteration 70Q: 3 clusters Score -2028106 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 10916 members 
Entering Unmasked Estep 
Score: -2028106.125000 Penalty: 4844.763184
	Iteration 71Q: 3 clusters Score -2028106 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 10923 members 
Entering Unmasked Estep 
Score: -2028106.875000 Penalty: 4844.763184
	Iteration 72Q: 3 clusters Score -2028107 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -2028105.500000 Penalty: 4844.763184
	Iteration 73Q: 3 clusters Score -2028106 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 10933 members 
Entering Unmasked Estep 
Score: -2028108.000000 Penalty: 4844.763184
	Iteration 74Q: 3 clusters Score -2028108 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 10937 members 
Entering Unmasked Estep 
Score: -2028109.000000 Penalty: 4844.763184
	Iteration 75Q: 3 clusters Score -2028109 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 10941 members 
Entering Unmasked Estep 
Score: -2028106.125000 Penalty: 4844.763184
	Iteration 76Q: 3 clusters Score -2028106 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 10947 members 
Entering Unmasked Estep 
Score: -2028104.750000 Penalty: 4844.763184
	Iteration 77Q: 3 clusters Score -2028105 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 10955 members 
Entering Unmasked Estep 
Score: -2028112.875000 Penalty: 4844.763184
	Iteration 78Q: 3 clusters Score -2028113 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 10967 members 
Entering Unmasked Estep 
Score: -2028111.125000 Penalty: 4844.763184
	Iteration 79Q: 3 clusters Score -2028111 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 10979 members 
Entering Unmasked Estep 
Score: -2028113.250000 Penalty: 4844.763184
	Iteration 80F: 3 clusters Score -2028113 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 10989 members 
Entering Unmasked Estep 
Score: -2028109.375000 Penalty: 4844.763184
	Iteration 81Q: 3 clusters Score -2028109 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 10999 members 
Entering Unmasked Estep 
Score: -2028114.000000 Penalty: 4844.763184
	Iteration 82Q: 3 clusters Score -2028114 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 11005 members 
Entering Unmasked Estep 
Score: -2028112.000000 Penalty: 4844.763184
	Iteration 83Q: 3 clusters Score -2028112 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 11008 members 
Entering Unmasked Estep 
Score: -2028111.875000 Penalty: 4844.763184
	Iteration 84Q: 3 clusters Score -2028112 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 11009 members 
Entering Unmasked Estep 
Score: -2028113.625000 Penalty: 4844.763184
	Iteration 85Q: 3 clusters Score -2028114 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 11010 members 
Entering Unmasked Estep 
Score: -2028113.625000 Penalty: 4844.763184
	Iteration 86Q: 3 clusters Score -2028114 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 11011 members 
Entering Unmasked Estep 
Score: -2028115.250000 Penalty: 4844.763184
	Iteration 87Q: 3 clusters Score -2028115 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 11011 members 
Entering Unmasked Estep 
Score: -2028115.250000 Penalty: 4844.763184
	Iteration 88F: 3 clusters Score -2028115 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (6841 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Entering Unmasked Estep 
Score: -856441.500000 Penalty: 2190.010986
	Iteration 0F: 2 clusters Score -856441.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -850750.812500 Penalty: 4380.021973
	Iteration 0F: 3 clusters Score -850750.8 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -852255.437500 Penalty: 4380.021973
	Iteration 1F: 3 clusters Score -852255.4 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -852538.312500 Penalty: 4380.021973
	Iteration 2F: 3 clusters Score -852538.3 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -852752.312500 Penalty: 4380.021973
	Iteration 3F: 3 clusters Score -852752.3 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -852953.125000 Penalty: 4380.021973
	Iteration 4Q: 3 clusters Score -852953.1 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -853167.375000 Penalty: 4380.021973
	Iteration 5Q: 3 clusters Score -853167.4 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -853435.500000 Penalty: 4380.021973
	Iteration 6Q: 3 clusters Score -853435.5 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -853769.062500 Penalty: 4380.021973
	Iteration 7Q: 3 clusters Score -853769.1 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -854146.250000 Penalty: 4380.021973
	Iteration 8Q: 3 clusters Score -854146.2 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -854415.500000 Penalty: 4380.021973
	Iteration 9Q: 3 clusters Score -854415.5 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -854594.625000 Penalty: 4380.021973
	Iteration 10Q: 3 clusters Score -854594.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -854743.875000 Penalty: 4380.021973
	Iteration 11Q: 3 clusters Score -854743.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -854879.875000 Penalty: 4380.021973
	Iteration 12Q: 3 clusters Score -854879.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -854991.500000 Penalty: 4380.021973
	Iteration 13Q: 3 clusters Score -854991.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -855076.562500 Penalty: 4380.021973
	Iteration 14Q: 3 clusters Score -855076.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -855151.437500 Penalty: 4380.021973
	Iteration 15Q: 3 clusters Score -855151.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -855222.437500 Penalty: 4380.021973
	Iteration 16Q: 3 clusters Score -855222.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -855291.750000 Penalty: 4380.021973
	Iteration 17Q: 3 clusters Score -855291.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -855345.750000 Penalty: 4380.021973
	Iteration 18Q: 3 clusters Score -855345.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -855396.125000 Penalty: 4380.021973
	Iteration 19Q: 3 clusters Score -855396.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -855446.250000 Penalty: 4380.021973
	Iteration 20F: 3 clusters Score -855446.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -855501.812500 Penalty: 4380.021973
	Iteration 21Q: 3 clusters Score -855501.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -855572.250000 Penalty: 4380.021973
	Iteration 22Q: 3 clusters Score -855572.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -855678.562500 Penalty: 4380.021973
	Iteration 23Q: 3 clusters Score -855678.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -855830.437500 Penalty: 4380.021973
	Iteration 24Q: 3 clusters Score -855830.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -855972.312500 Penalty: 4380.021973
	Iteration 25Q: 3 clusters Score -855972.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -856111.500000 Penalty: 4380.021973
	Iteration 26Q: 3 clusters Score -856111.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -856246.125000 Penalty: 4380.021973
	Iteration 27Q: 3 clusters Score -856246.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -856381.250000 Penalty: 4380.021973
	Iteration 28Q: 3 clusters Score -856381.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -856521.937500 Penalty: 4380.021973
	Iteration 29Q: 3 clusters Score -856521.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -856625.250000 Penalty: 4380.021973
	Iteration 30Q: 3 clusters Score -856625.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -856689.312500 Penalty: 4380.021973
	Iteration 31Q: 3 clusters Score -856689.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -856720.875000 Penalty: 4380.021973
	Iteration 32Q: 3 clusters Score -856720.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -856740.000000 Penalty: 4380.021973
	Iteration 33Q: 3 clusters Score -856740 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -856750.562500 Penalty: 4380.021973
	Iteration 34Q: 3 clusters Score -856750.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -856761.000000 Penalty: 4380.021973
	Iteration 35Q: 3 clusters Score -856761 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -856767.937500 Penalty: 4380.021973
	Iteration 36Q: 3 clusters Score -856767.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -856772.062500 Penalty: 4380.021973
	Iteration 37Q: 3 clusters Score -856772.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -856779.375000 Penalty: 4380.021973
	Iteration 38Q: 3 clusters Score -856779.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -856784.125000 Penalty: 4380.021973
	Iteration 39Q: 3 clusters Score -856784.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -856790.250000 Penalty: 4380.021973
	Iteration 40F: 3 clusters Score -856790.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -856795.750000 Penalty: 4380.021973
	Iteration 41Q: 3 clusters Score -856795.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -856799.562500 Penalty: 4380.021973
	Iteration 42Q: 3 clusters Score -856799.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -856799.875000 Penalty: 4380.021973
	Iteration 43Q: 3 clusters Score -856799.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -856799.875000 Penalty: 4380.021973
	Iteration 44Q: 3 clusters Score -856799.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -856801.250000 Penalty: 4380.021973
	Iteration 45Q: 3 clusters Score -856801.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -856802.000000 Penalty: 4380.021973
	Iteration 46Q: 3 clusters Score -856802 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -856802.000000 Penalty: 4380.021973
	Iteration 47F: 3 clusters Score -856802 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 47406 members 
Mstep: Class 2 contains 3840 members 
Mstep: Class 3 contains 39670 members 
Mstep: Class 4 contains 3051 members 
Mstep: Class 5 contains 4167 members 
Mstep: Class 6 contains 11752 members 
Mstep: Class 7 contains 6414 members 
Mstep: Class 8 contains 4395 members 
Mstep: Class 9 contains 224436 members 
Mstep: Class 10 contains 27995 members 
Mstep: Class 11 contains 6639 members 
Mstep: Class 12 contains 57504 members 
Mstep: Class 13 contains 8606 members 
Mstep: Class 14 contains 24837 members 
Mstep: Class 15 contains 7803 members 
Mstep: Class 16 contains 23724 members 
Mstep: Class 17 contains 3666 members 
Mstep: Class 18 contains 1869 members 
Mstep: Class 19 contains 17460 members 
Mstep: Class 20 contains 2087 members 
Mstep: Class 21 contains 160272 members 
Mstep: Class 22 contains 181989 members 
Mstep: Class 23 contains 10910 members 
Mstep: Class 24 contains 10451 members 
Mstep: Class 25 contains 10012 members 
Mstep: Class 26 contains 64576 members 
Mstep: Class 27 contains 1487 members 
Mstep: Class 28 contains 13443 members 
Mstep: Class 29 contains 8309 members 
Mstep: Class 30 contains 14132 members 
Mstep: Class 31 contains 55868 members 
Mstep: Class 32 contains 48150 members 
Mstep: Class 33 contains 13287 members 
Mstep: Class 34 contains 44031 members 
Mstep: Class 35 contains 7553 members 
Mstep: Class 36 contains 4579 members 
Mstep: Class 37 contains 4916 members 
Mstep: Class 38 contains 2029 members 
Mstep: Class 39 contains 4754 members 
Entering Unmasked Estep 
Score: -147409008.000000 Penalty: 135291.859375
Splitting cluster 20 changes total score from -147396656.000000 to -147409008.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 21 (160272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160272 members 
Entering Unmasked Estep 
Score: -20556670.000000 Penalty: 2972.187744
	Iteration 0F: 2 clusters Score -2.055667e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80318 members 
Mstep: Class 2 contains 79954 members 
Entering Unmasked Estep 
Score: -20449134.000000 Penalty: 5944.375488
	Iteration 0F: 3 clusters Score -2.044913e+07 nChanged 76849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83463 members 
Mstep: Class 2 contains 76809 members 
Entering Unmasked Estep 
Score: -20493578.000000 Penalty: 5944.375488
	Iteration 1F: 3 clusters Score -2.049358e+07 nChanged 4398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85755 members 
Mstep: Class 2 contains 74517 members 
Entering Unmasked Estep 
Score: -20494424.000000 Penalty: 5944.375488
	Iteration 2Q: 3 clusters Score -2.049442e+07 nChanged 5177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89332 members 
Mstep: Class 2 contains 70940 members 
Entering Unmasked Estep 
Score: -20495666.000000 Penalty: 5944.375488
	Iteration 3Q: 3 clusters Score -2.049567e+07 nChanged 6556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94878 members 
Mstep: Class 2 contains 65394 members 
Entering Unmasked Estep 
Score: -20498372.000000 Penalty: 5944.375488
	Iteration 4Q: 3 clusters Score -2.049837e+07 nChanged 8729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103059 members 
Mstep: Class 2 contains 57213 members 
Entering Unmasked Estep 
Score: -20502796.000000 Penalty: 5944.375488
	Iteration 5F: 3 clusters Score -2.05028e+07 nChanged 11441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114286 members 
Mstep: Class 2 contains 45986 members 
Entering Unmasked Estep 
Score: -20510420.000000 Penalty: 5944.375488
	Iteration 6F: 3 clusters Score -2.051042e+07 nChanged 13773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127993 members 
Mstep: Class 2 contains 32279 members 
Entering Unmasked Estep 
Score: -20521862.000000 Penalty: 5944.375488
	Iteration 7F: 3 clusters Score -2.052186e+07 nChanged 14003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141988 members 
Mstep: Class 2 contains 18284 members 
Entering Unmasked Estep 
Score: -20535214.000000 Penalty: 5944.375488
	Iteration 8F: 3 clusters Score -2.053521e+07 nChanged 10524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152512 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -20546194.000000 Penalty: 5944.375488
	Iteration 9F: 3 clusters Score -2.054619e+07 nChanged 5389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157899 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -20551638.000000 Penalty: 5944.375488
	Iteration 10Q: 3 clusters Score -2.055164e+07 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159680 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -20553320.000000 Penalty: 5944.375488
	Iteration 11Q: 3 clusters Score -2.055332e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160035 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -20553772.000000 Penalty: 5944.375488
	Iteration 12Q: 3 clusters Score -2.055377e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160090 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -20553886.000000 Penalty: 5944.375488
	Iteration 13Q: 3 clusters Score -2.055389e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160110 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -20553960.000000 Penalty: 5944.375488
	Iteration 14Q: 3 clusters Score -2.055396e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160120 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -20554008.000000 Penalty: 5944.375488
	Iteration 15Q: 3 clusters Score -2.055401e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160122 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -20554042.000000 Penalty: 5944.375488
	Iteration 16Q: 3 clusters Score -2.055404e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160120 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -20554052.000000 Penalty: 5944.375488
	Iteration 17Q: 3 clusters Score -2.055405e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160117 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -20554054.000000 Penalty: 5944.375488
	Iteration 18Q: 3 clusters Score -2.055405e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160117 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -20554054.000000 Penalty: 5944.375488
	Iteration 19F: 3 clusters Score -2.055405e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (181989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181989 members 
Entering Unmasked Estep 
Score: -23357912.000000 Penalty: 3003.702148
	Iteration 0F: 2 clusters Score -2.335791e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91190 members 
Mstep: Class 2 contains 90799 members 
Entering Unmasked Estep 
Score: -23237614.000000 Penalty: 6007.404297
	Iteration 0F: 3 clusters Score -2.323761e+07 nChanged 87000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92634 members 
Mstep: Class 2 contains 89355 members 
Entering Unmasked Estep 
Score: -23289328.000000 Penalty: 6007.404297
	Iteration 1F: 3 clusters Score -2.328933e+07 nChanged 6634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92898 members 
Mstep: Class 2 contains 89091 members 
Entering Unmasked Estep 
Score: -23291338.000000 Penalty: 6007.404297
	Iteration 2Q: 3 clusters Score -2.329134e+07 nChanged 7614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93226 members 
Mstep: Class 2 contains 88763 members 
Entering Unmasked Estep 
Score: -23294178.000000 Penalty: 6007.404297
	Iteration 3Q: 3 clusters Score -2.329418e+07 nChanged 8788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93700 members 
Mstep: Class 2 contains 88289 members 
Entering Unmasked Estep 
Score: -23298178.000000 Penalty: 6007.404297
	Iteration 4Q: 3 clusters Score -2.329818e+07 nChanged 9838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94216 members 
Mstep: Class 2 contains 87773 members 
Entering Unmasked Estep 
Score: -23303312.000000 Penalty: 6007.404297
	Iteration 5F: 3 clusters Score -2.330331e+07 nChanged 10729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94971 members 
Mstep: Class 2 contains 87018 members 
Entering Unmasked Estep 
Score: -23309864.000000 Penalty: 6007.404297
	Iteration 6F: 3 clusters Score -2.330986e+07 nChanged 11149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96048 members 
Mstep: Class 2 contains 85941 members 
Entering Unmasked Estep 
Score: -23317372.000000 Penalty: 6007.404297
	Iteration 7F: 3 clusters Score -2.331737e+07 nChanged 10992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97532 members 
Mstep: Class 2 contains 84457 members 
Entering Unmasked Estep 
Score: -23324902.000000 Penalty: 6007.404297
	Iteration 8F: 3 clusters Score -2.33249e+07 nChanged 9484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99132 members 
Mstep: Class 2 contains 82857 members 
Entering Unmasked Estep 
Score: -23330380.000000 Penalty: 6007.404297
	Iteration 9F: 3 clusters Score -2.333038e+07 nChanged 7426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100636 members 
Mstep: Class 2 contains 81353 members 
Entering Unmasked Estep 
Score: -23333600.000000 Penalty: 6007.404297
	Iteration 10Q: 3 clusters Score -2.33336e+07 nChanged 5422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101792 members 
Mstep: Class 2 contains 80197 members 
Entering Unmasked Estep 
Score: -23335544.000000 Penalty: 6007.404297
	Iteration 11Q: 3 clusters Score -2.333554e+07 nChanged 3971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102619 members 
Mstep: Class 2 contains 79370 members 
Entering Unmasked Estep 
Score: -23336650.000000 Penalty: 6007.404297
	Iteration 12Q: 3 clusters Score -2.333665e+07 nChanged 3124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103333 members 
Mstep: Class 2 contains 78656 members 
Entering Unmasked Estep 
Score: -23337522.000000 Penalty: 6007.404297
	Iteration 13Q: 3 clusters Score -2.333752e+07 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103979 members 
Mstep: Class 2 contains 78010 members 
Entering Unmasked Estep 
Score: -23338238.000000 Penalty: 6007.404297
	Iteration 14Q: 3 clusters Score -2.333824e+07 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104446 members 
Mstep: Class 2 contains 77543 members 
Entering Unmasked Estep 
Score: -23338794.000000 Penalty: 6007.404297
	Iteration 15Q: 3 clusters Score -2.333879e+07 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104747 members 
Mstep: Class 2 contains 77242 members 
Entering Unmasked Estep 
Score: -23339082.000000 Penalty: 6007.404297
	Iteration 16Q: 3 clusters Score -2.333908e+07 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105036 members 
Mstep: Class 2 contains 76953 members 
Entering Unmasked Estep 
Score: -23339608.000000 Penalty: 6007.404297
	Iteration 17Q: 3 clusters Score -2.333961e+07 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105263 members 
Mstep: Class 2 contains 76726 members 
Entering Unmasked Estep 
Score: -23340174.000000 Penalty: 6007.404297
	Iteration 18Q: 3 clusters Score -2.334017e+07 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105508 members 
Mstep: Class 2 contains 76481 members 
Entering Unmasked Estep 
Score: -23340752.000000 Penalty: 6007.404297
	Iteration 19Q: 3 clusters Score -2.334075e+07 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105795 members 
Mstep: Class 2 contains 76194 members 
Entering Unmasked Estep 
Score: -23341308.000000 Penalty: 6007.404297
	Iteration 20F: 3 clusters Score -2.334131e+07 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106111 members 
Mstep: Class 2 contains 75878 members 
Entering Unmasked Estep 
Score: -23341822.000000 Penalty: 6007.404297
	Iteration 21Q: 3 clusters Score -2.334182e+07 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106482 members 
Mstep: Class 2 contains 75507 members 
Entering Unmasked Estep 
Score: -23342248.000000 Penalty: 6007.404297
	Iteration 22Q: 3 clusters Score -2.334225e+07 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106917 members 
Mstep: Class 2 contains 75072 members 
Entering Unmasked Estep 
Score: -23342574.000000 Penalty: 6007.404297
	Iteration 23Q: 3 clusters Score -2.334257e+07 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107365 members 
Mstep: Class 2 contains 74624 members 
Entering Unmasked Estep 
Score: -23342966.000000 Penalty: 6007.404297
	Iteration 24Q: 3 clusters Score -2.334297e+07 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107889 members 
Mstep: Class 2 contains 74100 members 
Entering Unmasked Estep 
Score: -23343166.000000 Penalty: 6007.404297
	Iteration 25Q: 3 clusters Score -2.334317e+07 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108486 members 
Mstep: Class 2 contains 73503 members 
Entering Unmasked Estep 
Score: -23343446.000000 Penalty: 6007.404297
	Iteration 26Q: 3 clusters Score -2.334345e+07 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109124 members 
Mstep: Class 2 contains 72865 members 
Entering Unmasked Estep 
Score: -23343760.000000 Penalty: 6007.404297
	Iteration 27Q: 3 clusters Score -2.334376e+07 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109794 members 
Mstep: Class 2 contains 72195 members 
Entering Unmasked Estep 
Score: -23343992.000000 Penalty: 6007.404297
	Iteration 28Q: 3 clusters Score -2.334399e+07 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110541 members 
Mstep: Class 2 contains 71448 members 
Entering Unmasked Estep 
Score: -23344200.000000 Penalty: 6007.404297
	Iteration 29Q: 3 clusters Score -2.33442e+07 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111355 members 
Mstep: Class 2 contains 70634 members 
Entering Unmasked Estep 
Score: -23344478.000000 Penalty: 6007.404297
	Iteration 30Q: 3 clusters Score -2.334448e+07 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112204 members 
Mstep: Class 2 contains 69785 members 
Entering Unmasked Estep 
Score: -23344590.000000 Penalty: 6007.404297
	Iteration 31Q: 3 clusters Score -2.334459e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113051 members 
Mstep: Class 2 contains 68938 members 
Entering Unmasked Estep 
Score: -23344746.000000 Penalty: 6007.404297
	Iteration 32Q: 3 clusters Score -2.334475e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113957 members 
Mstep: Class 2 contains 68032 members 
Entering Unmasked Estep 
Score: -23344908.000000 Penalty: 6007.404297
	Iteration 33Q: 3 clusters Score -2.334491e+07 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114916 members 
Mstep: Class 2 contains 67073 members 
Entering Unmasked Estep 
Score: -23345058.000000 Penalty: 6007.404297
	Iteration 34Q: 3 clusters Score -2.334506e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115956 members 
Mstep: Class 2 contains 66033 members 
Entering Unmasked Estep 
Score: -23345220.000000 Penalty: 6007.404297
	Iteration 35Q: 3 clusters Score -2.334522e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117027 members 
Mstep: Class 2 contains 64962 members 
Entering Unmasked Estep 
Score: -23345396.000000 Penalty: 6007.404297
	Iteration 36Q: 3 clusters Score -2.33454e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118167 members 
Mstep: Class 2 contains 63822 members 
Entering Unmasked Estep 
Score: -23345512.000000 Penalty: 6007.404297
	Iteration 37Q: 3 clusters Score -2.334551e+07 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119295 members 
Mstep: Class 2 contains 62694 members 
Entering Unmasked Estep 
Score: -23345682.000000 Penalty: 6007.404297
	Iteration 38Q: 3 clusters Score -2.334568e+07 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120446 members 
Mstep: Class 2 contains 61543 members 
Entering Unmasked Estep 
Score: -23345738.000000 Penalty: 6007.404297
	Iteration 39Q: 3 clusters Score -2.334574e+07 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121648 members 
Mstep: Class 2 contains 60341 members 
Entering Unmasked Estep 
Score: -23346092.000000 Penalty: 6007.404297
	Iteration 40F: 3 clusters Score -2.334609e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122891 members 
Mstep: Class 2 contains 59098 members 
Entering Unmasked Estep 
Score: -23346364.000000 Penalty: 6007.404297
	Iteration 41Q: 3 clusters Score -2.334636e+07 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124216 members 
Mstep: Class 2 contains 57773 members 
Entering Unmasked Estep 
Score: -23346542.000000 Penalty: 6007.404297
	Iteration 42Q: 3 clusters Score -2.334654e+07 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125566 members 
Mstep: Class 2 contains 56423 members 
Entering Unmasked Estep 
Score: -23346858.000000 Penalty: 6007.404297
	Iteration 43Q: 3 clusters Score -2.334686e+07 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126937 members 
Mstep: Class 2 contains 55052 members 
Entering Unmasked Estep 
Score: -23347010.000000 Penalty: 6007.404297
	Iteration 44Q: 3 clusters Score -2.334701e+07 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128327 members 
Mstep: Class 2 contains 53662 members 
Entering Unmasked Estep 
Score: -23347270.000000 Penalty: 6007.404297
	Iteration 45Q: 3 clusters Score -2.334727e+07 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129774 members 
Mstep: Class 2 contains 52215 members 
Entering Unmasked Estep 
Score: -23347494.000000 Penalty: 6007.404297
	Iteration 46Q: 3 clusters Score -2.334749e+07 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131238 members 
Mstep: Class 2 contains 50751 members 
Entering Unmasked Estep 
Score: -23347790.000000 Penalty: 6007.404297
	Iteration 47Q: 3 clusters Score -2.334779e+07 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132830 members 
Mstep: Class 2 contains 49159 members 
Entering Unmasked Estep 
Score: -23347986.000000 Penalty: 6007.404297
	Iteration 48Q: 3 clusters Score -2.334799e+07 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134440 members 
Mstep: Class 2 contains 47549 members 
Entering Unmasked Estep 
Score: -23348218.000000 Penalty: 6007.404297
	Iteration 49Q: 3 clusters Score -2.334822e+07 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136113 members 
Mstep: Class 2 contains 45876 members 
Entering Unmasked Estep 
Score: -23348488.000000 Penalty: 6007.404297
	Iteration 50Q: 3 clusters Score -2.334849e+07 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137785 members 
Mstep: Class 2 contains 44204 members 
Entering Unmasked Estep 
Score: -23348720.000000 Penalty: 6007.404297
	Iteration 51Q: 3 clusters Score -2.334872e+07 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139431 members 
Mstep: Class 2 contains 42558 members 
Entering Unmasked Estep 
Score: -23349112.000000 Penalty: 6007.404297
	Iteration 52Q: 3 clusters Score -2.334911e+07 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141099 members 
Mstep: Class 2 contains 40890 members 
Entering Unmasked Estep 
Score: -23349422.000000 Penalty: 6007.404297
	Iteration 53Q: 3 clusters Score -2.334942e+07 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142738 members 
Mstep: Class 2 contains 39251 members 
Entering Unmasked Estep 
Score: -23349770.000000 Penalty: 6007.404297
	Iteration 54Q: 3 clusters Score -2.334977e+07 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144328 members 
Mstep: Class 2 contains 37661 members 
Entering Unmasked Estep 
Score: -23350178.000000 Penalty: 6007.404297
	Iteration 55Q: 3 clusters Score -2.335018e+07 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145919 members 
Mstep: Class 2 contains 36070 members 
Entering Unmasked Estep 
Score: -23350500.000000 Penalty: 6007.404297
	Iteration 56Q: 3 clusters Score -2.33505e+07 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147488 members 
Mstep: Class 2 contains 34501 members 
Entering Unmasked Estep 
Score: -23350900.000000 Penalty: 6007.404297
	Iteration 57Q: 3 clusters Score -2.33509e+07 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149031 members 
Mstep: Class 2 contains 32958 members 
Entering Unmasked Estep 
Score: -23351302.000000 Penalty: 6007.404297
	Iteration 58Q: 3 clusters Score -2.33513e+07 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150574 members 
Mstep: Class 2 contains 31415 members 
Entering Unmasked Estep 
Score: -23351620.000000 Penalty: 6007.404297
	Iteration 59Q: 3 clusters Score -2.335162e+07 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152007 members 
Mstep: Class 2 contains 29982 members 
Entering Unmasked Estep 
Score: -23351988.000000 Penalty: 6007.404297
	Iteration 60F: 3 clusters Score -2.335199e+07 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153401 members 
Mstep: Class 2 contains 28588 members 
Entering Unmasked Estep 
Score: -23352238.000000 Penalty: 6007.404297
	Iteration 61Q: 3 clusters Score -2.335224e+07 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154734 members 
Mstep: Class 2 contains 27255 members 
Entering Unmasked Estep 
Score: -23352496.000000 Penalty: 6007.404297
	Iteration 62Q: 3 clusters Score -2.33525e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156016 members 
Mstep: Class 2 contains 25973 members 
Entering Unmasked Estep 
Score: -23352714.000000 Penalty: 6007.404297
	Iteration 63Q: 3 clusters Score -2.335271e+07 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157241 members 
Mstep: Class 2 contains 24748 members 
Entering Unmasked Estep 
Score: -23353048.000000 Penalty: 6007.404297
	Iteration 64Q: 3 clusters Score -2.335305e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158369 members 
Mstep: Class 2 contains 23620 members 
Entering Unmasked Estep 
Score: -23353324.000000 Penalty: 6007.404297
	Iteration 65Q: 3 clusters Score -2.335332e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159364 members 
Mstep: Class 2 contains 22625 members 
Entering Unmasked Estep 
Score: -23353564.000000 Penalty: 6007.404297
	Iteration 66Q: 3 clusters Score -2.335356e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160359 members 
Mstep: Class 2 contains 21630 members 
Entering Unmasked Estep 
Score: -23353734.000000 Penalty: 6007.404297
	Iteration 67Q: 3 clusters Score -2.335373e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161301 members 
Mstep: Class 2 contains 20688 members 
Entering Unmasked Estep 
Score: -23353986.000000 Penalty: 6007.404297
	Iteration 68Q: 3 clusters Score -2.335399e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162201 members 
Mstep: Class 2 contains 19788 members 
Entering Unmasked Estep 
Score: -23354018.000000 Penalty: 6007.404297
	Iteration 69Q: 3 clusters Score -2.335402e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163029 members 
Mstep: Class 2 contains 18960 members 
Entering Unmasked Estep 
Score: -23354182.000000 Penalty: 6007.404297
	Iteration 70Q: 3 clusters Score -2.335418e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163806 members 
Mstep: Class 2 contains 18183 members 
Entering Unmasked Estep 
Score: -23354308.000000 Penalty: 6007.404297
	Iteration 71Q: 3 clusters Score -2.335431e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164544 members 
Mstep: Class 2 contains 17445 members 
Entering Unmasked Estep 
Score: -23354382.000000 Penalty: 6007.404297
	Iteration 72Q: 3 clusters Score -2.335438e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165275 members 
Mstep: Class 2 contains 16714 members 
Entering Unmasked Estep 
Score: -23354558.000000 Penalty: 6007.404297
	Iteration 73Q: 3 clusters Score -2.335456e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165930 members 
Mstep: Class 2 contains 16059 members 
Entering Unmasked Estep 
Score: -23354702.000000 Penalty: 6007.404297
	Iteration 74Q: 3 clusters Score -2.33547e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166535 members 
Mstep: Class 2 contains 15454 members 
Entering Unmasked Estep 
Score: -23354748.000000 Penalty: 6007.404297
	Iteration 75Q: 3 clusters Score -2.335475e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167119 members 
Mstep: Class 2 contains 14870 members 
Entering Unmasked Estep 
Score: -23354832.000000 Penalty: 6007.404297
	Iteration 76Q: 3 clusters Score -2.335483e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167676 members 
Mstep: Class 2 contains 14313 members 
Entering Unmasked Estep 
Score: -23354876.000000 Penalty: 6007.404297
	Iteration 77Q: 3 clusters Score -2.335488e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168190 members 
Mstep: Class 2 contains 13799 members 
Entering Unmasked Estep 
Score: -23354914.000000 Penalty: 6007.404297
	Iteration 78Q: 3 clusters Score -2.335491e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168726 members 
Mstep: Class 2 contains 13263 members 
Entering Unmasked Estep 
Score: -23355000.000000 Penalty: 6007.404297
	Iteration 79Q: 3 clusters Score -2.3355e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169231 members 
Mstep: Class 2 contains 12758 members 
Entering Unmasked Estep 
Score: -23355088.000000 Penalty: 6007.404297
	Iteration 80F: 3 clusters Score -2.335509e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169683 members 
Mstep: Class 2 contains 12306 members 
Entering Unmasked Estep 
Score: -23355112.000000 Penalty: 6007.404297
	Iteration 81Q: 3 clusters Score -2.335511e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170097 members 
Mstep: Class 2 contains 11892 members 
Entering Unmasked Estep 
Score: -23355236.000000 Penalty: 6007.404297
	Iteration 82Q: 3 clusters Score -2.335524e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170485 members 
Mstep: Class 2 contains 11504 members 
Entering Unmasked Estep 
Score: -23355324.000000 Penalty: 6007.404297
	Iteration 83Q: 3 clusters Score -2.335532e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170852 members 
Mstep: Class 2 contains 11137 members 
Entering Unmasked Estep 
Score: -23355286.000000 Penalty: 6007.404297
	Iteration 84Q: 3 clusters Score -2.335529e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171207 members 
Mstep: Class 2 contains 10782 members 
Entering Unmasked Estep 
Score: -23355338.000000 Penalty: 6007.404297
	Iteration 85Q: 3 clusters Score -2.335534e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171527 members 
Mstep: Class 2 contains 10462 members 
Entering Unmasked Estep 
Score: -23355434.000000 Penalty: 6007.404297
	Iteration 86Q: 3 clusters Score -2.335543e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171832 members 
Mstep: Class 2 contains 10157 members 
Entering Unmasked Estep 
Score: -23355496.000000 Penalty: 6007.404297
	Iteration 87Q: 3 clusters Score -2.33555e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172110 members 
Mstep: Class 2 contains 9879 members 
Entering Unmasked Estep 
Score: -23355524.000000 Penalty: 6007.404297
	Iteration 88Q: 3 clusters Score -2.335552e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172381 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -23355568.000000 Penalty: 6007.404297
	Iteration 89Q: 3 clusters Score -2.335557e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172638 members 
Mstep: Class 2 contains 9351 members 
Entering Unmasked Estep 
Score: -23355610.000000 Penalty: 6007.404297
	Iteration 90Q: 3 clusters Score -2.335561e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172904 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -23355624.000000 Penalty: 6007.404297
	Iteration 91Q: 3 clusters Score -2.335562e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173150 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -23355624.000000 Penalty: 6007.404297
	Iteration 92Q: 3 clusters Score -2.335562e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173396 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -23355610.000000 Penalty: 6007.404297
	Iteration 93Q: 3 clusters Score -2.335561e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173621 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -23355636.000000 Penalty: 6007.404297
	Iteration 94Q: 3 clusters Score -2.335564e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173839 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -23355674.000000 Penalty: 6007.404297
	Iteration 95Q: 3 clusters Score -2.335567e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174071 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -23355680.000000 Penalty: 6007.404297
	Iteration 96Q: 3 clusters Score -2.335568e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174297 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -23355714.000000 Penalty: 6007.404297
	Iteration 97Q: 3 clusters Score -2.335571e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174533 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -23355694.000000 Penalty: 6007.404297
	Iteration 98Q: 3 clusters Score -2.335569e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174759 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -23355698.000000 Penalty: 6007.404297
	Iteration 99Q: 3 clusters Score -2.33557e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174983 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -23355686.000000 Penalty: 6007.404297
	Iteration 100F: 3 clusters Score -2.335569e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175179 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -23355754.000000 Penalty: 6007.404297
	Iteration 101Q: 3 clusters Score -2.335575e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175379 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -23355806.000000 Penalty: 6007.404297
	Iteration 102Q: 3 clusters Score -2.335581e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175583 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -23355848.000000 Penalty: 6007.404297
	Iteration 103Q: 3 clusters Score -2.335585e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175786 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -23355884.000000 Penalty: 6007.404297
	Iteration 104Q: 3 clusters Score -2.335588e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175976 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -23355930.000000 Penalty: 6007.404297
	Iteration 105Q: 3 clusters Score -2.335593e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176145 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -23355970.000000 Penalty: 6007.404297
	Iteration 106Q: 3 clusters Score -2.335597e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176306 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -23355942.000000 Penalty: 6007.404297
	Iteration 107Q: 3 clusters Score -2.335594e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176466 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -23355952.000000 Penalty: 6007.404297
	Iteration 108Q: 3 clusters Score -2.335595e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176621 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -23355932.000000 Penalty: 6007.404297
	Iteration 109Q: 3 clusters Score -2.335593e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176768 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -23355920.000000 Penalty: 6007.404297
	Iteration 110Q: 3 clusters Score -2.335592e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176903 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -23355926.000000 Penalty: 6007.404297
	Iteration 111Q: 3 clusters Score -2.335593e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177016 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -23355946.000000 Penalty: 6007.404297
	Iteration 112Q: 3 clusters Score -2.335595e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177127 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -23355964.000000 Penalty: 6007.404297
	Iteration 113Q: 3 clusters Score -2.335596e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177232 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -23355960.000000 Penalty: 6007.404297
	Iteration 114Q: 3 clusters Score -2.335596e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177334 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -23355984.000000 Penalty: 6007.404297
	Iteration 115Q: 3 clusters Score -2.335598e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177441 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -23355994.000000 Penalty: 6007.404297
	Iteration 116Q: 3 clusters Score -2.335599e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177551 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -23356012.000000 Penalty: 6007.404297
	Iteration 117Q: 3 clusters Score -2.335601e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177648 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -23355998.000000 Penalty: 6007.404297
	Iteration 118Q: 3 clusters Score -2.3356e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177735 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -23356014.000000 Penalty: 6007.404297
	Iteration 119Q: 3 clusters Score -2.335601e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177819 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -23355994.000000 Penalty: 6007.404297
	Iteration 120F: 3 clusters Score -2.335599e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177889 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -23356006.000000 Penalty: 6007.404297
	Iteration 121Q: 3 clusters Score -2.335601e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177947 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -23355968.000000 Penalty: 6007.404297
	Iteration 122Q: 3 clusters Score -2.335597e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177995 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -23355988.000000 Penalty: 6007.404297
	Iteration 123Q: 3 clusters Score -2.335599e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178028 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -23355984.000000 Penalty: 6007.404297
	Iteration 124Q: 3 clusters Score -2.335598e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178066 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -23356022.000000 Penalty: 6007.404297
	Iteration 125Q: 3 clusters Score -2.335602e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178115 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -23356042.000000 Penalty: 6007.404297
	Iteration 126Q: 3 clusters Score -2.335604e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178156 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -23356068.000000 Penalty: 6007.404297
	Iteration 127Q: 3 clusters Score -2.335607e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178202 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -23356052.000000 Penalty: 6007.404297
	Iteration 128Q: 3 clusters Score -2.335605e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178238 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -23356064.000000 Penalty: 6007.404297
	Iteration 129Q: 3 clusters Score -2.335606e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178273 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -23356066.000000 Penalty: 6007.404297
	Iteration 130Q: 3 clusters Score -2.335607e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178306 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -23356074.000000 Penalty: 6007.404297
	Iteration 131Q: 3 clusters Score -2.335607e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178346 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -23356108.000000 Penalty: 6007.404297
	Iteration 132Q: 3 clusters Score -2.335611e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178376 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -23356120.000000 Penalty: 6007.404297
	Iteration 133Q: 3 clusters Score -2.335612e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178412 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -23356106.000000 Penalty: 6007.404297
	Iteration 134Q: 3 clusters Score -2.335611e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178436 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -23356120.000000 Penalty: 6007.404297
	Iteration 135Q: 3 clusters Score -2.335612e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178459 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -23356118.000000 Penalty: 6007.404297
	Iteration 136Q: 3 clusters Score -2.335612e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178478 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -23356112.000000 Penalty: 6007.404297
	Iteration 137Q: 3 clusters Score -2.335611e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178506 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -23356100.000000 Penalty: 6007.404297
	Iteration 138Q: 3 clusters Score -2.33561e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178532 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -23356104.000000 Penalty: 6007.404297
	Iteration 139Q: 3 clusters Score -2.33561e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178553 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -23356106.000000 Penalty: 6007.404297
	Iteration 140F: 3 clusters Score -2.335611e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178573 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -23356096.000000 Penalty: 6007.404297
	Iteration 141Q: 3 clusters Score -2.33561e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178596 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -23356096.000000 Penalty: 6007.404297
	Iteration 142Q: 3 clusters Score -2.33561e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178623 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -23356108.000000 Penalty: 6007.404297
	Iteration 143Q: 3 clusters Score -2.335611e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178643 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -23356118.000000 Penalty: 6007.404297
	Iteration 144Q: 3 clusters Score -2.335612e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178663 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -23356118.000000 Penalty: 6007.404297
	Iteration 145Q: 3 clusters Score -2.335612e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178692 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -23356120.000000 Penalty: 6007.404297
	Iteration 146Q: 3 clusters Score -2.335612e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178722 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -23356084.000000 Penalty: 6007.404297
	Iteration 147Q: 3 clusters Score -2.335608e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178751 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -23356082.000000 Penalty: 6007.404297
	Iteration 148Q: 3 clusters Score -2.335608e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178789 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -23356114.000000 Penalty: 6007.404297
	Iteration 149Q: 3 clusters Score -2.335611e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178822 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -23356126.000000 Penalty: 6007.404297
	Iteration 150Q: 3 clusters Score -2.335613e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178849 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -23356120.000000 Penalty: 6007.404297
	Iteration 151Q: 3 clusters Score -2.335612e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178874 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -23356112.000000 Penalty: 6007.404297
	Iteration 152Q: 3 clusters Score -2.335611e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178895 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -23356094.000000 Penalty: 6007.404297
	Iteration 153Q: 3 clusters Score -2.335609e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178916 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -23356130.000000 Penalty: 6007.404297
	Iteration 154Q: 3 clusters Score -2.335613e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178942 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -23356098.000000 Penalty: 6007.404297
	Iteration 155Q: 3 clusters Score -2.33561e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178960 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -23356106.000000 Penalty: 6007.404297
	Iteration 156Q: 3 clusters Score -2.335611e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178981 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -23356130.000000 Penalty: 6007.404297
	Iteration 157Q: 3 clusters Score -2.335613e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178997 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -23356150.000000 Penalty: 6007.404297
	Iteration 158Q: 3 clusters Score -2.335615e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179016 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -23356156.000000 Penalty: 6007.404297
	Iteration 159Q: 3 clusters Score -2.335616e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179030 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -23356176.000000 Penalty: 6007.404297
	Iteration 160F: 3 clusters Score -2.335618e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179052 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -23356174.000000 Penalty: 6007.404297
	Iteration 161Q: 3 clusters Score -2.335617e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179074 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -23356172.000000 Penalty: 6007.404297
	Iteration 162Q: 3 clusters Score -2.335617e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179099 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -23356188.000000 Penalty: 6007.404297
	Iteration 163Q: 3 clusters Score -2.335619e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179114 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -23356196.000000 Penalty: 6007.404297
	Iteration 164Q: 3 clusters Score -2.33562e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179126 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -23356208.000000 Penalty: 6007.404297
	Iteration 165Q: 3 clusters Score -2.335621e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179139 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -23356222.000000 Penalty: 6007.404297
	Iteration 166Q: 3 clusters Score -2.335622e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179153 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -23356218.000000 Penalty: 6007.404297
	Iteration 167Q: 3 clusters Score -2.335622e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179166 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -23356236.000000 Penalty: 6007.404297
	Iteration 168Q: 3 clusters Score -2.335624e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179178 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -23356236.000000 Penalty: 6007.404297
	Iteration 169Q: 3 clusters Score -2.335624e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179192 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -23356234.000000 Penalty: 6007.404297
	Iteration 170Q: 3 clusters Score -2.335623e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179206 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -23356230.000000 Penalty: 6007.404297
	Iteration 171Q: 3 clusters Score -2.335623e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179223 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -23356232.000000 Penalty: 6007.404297
	Iteration 172Q: 3 clusters Score -2.335623e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179240 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -23356274.000000 Penalty: 6007.404297
	Iteration 173Q: 3 clusters Score -2.335627e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179245 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -23356266.000000 Penalty: 6007.404297
	Iteration 174Q: 3 clusters Score -2.335627e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179253 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -23356258.000000 Penalty: 6007.404297
	Iteration 175Q: 3 clusters Score -2.335626e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179259 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -23356262.000000 Penalty: 6007.404297
	Iteration 176Q: 3 clusters Score -2.335626e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179264 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -23356246.000000 Penalty: 6007.404297
	Iteration 177Q: 3 clusters Score -2.335625e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179273 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -23356262.000000 Penalty: 6007.404297
	Iteration 178Q: 3 clusters Score -2.335626e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179281 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -23356246.000000 Penalty: 6007.404297
	Iteration 179Q: 3 clusters Score -2.335625e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179285 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -23356238.000000 Penalty: 6007.404297
	Iteration 180F: 3 clusters Score -2.335624e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179289 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -23356250.000000 Penalty: 6007.404297
	Iteration 181Q: 3 clusters Score -2.335625e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179295 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -23356240.000000 Penalty: 6007.404297
	Iteration 182Q: 3 clusters Score -2.335624e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179300 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -23356228.000000 Penalty: 6007.404297
	Iteration 183Q: 3 clusters Score -2.335623e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179305 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -23356232.000000 Penalty: 6007.404297
	Iteration 184Q: 3 clusters Score -2.335623e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179309 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -23356232.000000 Penalty: 6007.404297
	Iteration 185Q: 3 clusters Score -2.335623e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179308 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -23356234.000000 Penalty: 6007.404297
	Iteration 186Q: 3 clusters Score -2.335623e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179307 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -23356240.000000 Penalty: 6007.404297
	Iteration 187Q: 3 clusters Score -2.335624e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179307 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -23356240.000000 Penalty: 6007.404297
	Iteration 188F: 3 clusters Score -2.335624e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (10910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10910 members 
Entering Unmasked Estep 
Score: -1370639.250000 Penalty: 2305.763916
	Iteration 0F: 2 clusters Score -1370639 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -1362375.250000 Penalty: 4611.527832
	Iteration 0F: 3 clusters Score -1362375 nChanged 4561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -1364833.625000 Penalty: 4611.527832
	Iteration 1F: 3 clusters Score -1364834 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -1365153.750000 Penalty: 4611.527832
	Iteration 2F: 3 clusters Score -1365154 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -1365398.625000 Penalty: 4611.527832
	Iteration 3F: 3 clusters Score -1365399 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -1365583.625000 Penalty: 4611.527832
	Iteration 4Q: 3 clusters Score -1365584 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -1365769.375000 Penalty: 4611.527832
	Iteration 5Q: 3 clusters Score -1365769 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -1365987.875000 Penalty: 4611.527832
	Iteration 6Q: 3 clusters Score -1365988 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -1366222.125000 Penalty: 4611.527832
	Iteration 7Q: 3 clusters Score -1366222 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -1366455.125000 Penalty: 4611.527832
	Iteration 8Q: 3 clusters Score -1366455 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -1366697.750000 Penalty: 4611.527832
	Iteration 9Q: 3 clusters Score -1366698 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -1366961.500000 Penalty: 4611.527832
	Iteration 10Q: 3 clusters Score -1366962 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -1367184.000000 Penalty: 4611.527832
	Iteration 11Q: 3 clusters Score -1367184 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -1367355.375000 Penalty: 4611.527832
	Iteration 12Q: 3 clusters Score -1367355 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -1367511.750000 Penalty: 4611.527832
	Iteration 13Q: 3 clusters Score -1367512 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -1367675.500000 Penalty: 4611.527832
	Iteration 14Q: 3 clusters Score -1367676 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -1367822.500000 Penalty: 4611.527832
	Iteration 15Q: 3 clusters Score -1367822 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -1367950.250000 Penalty: 4611.527832
	Iteration 16Q: 3 clusters Score -1367950 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -1368072.750000 Penalty: 4611.527832
	Iteration 17Q: 3 clusters Score -1368073 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -1368188.500000 Penalty: 4611.527832
	Iteration 18Q: 3 clusters Score -1368188 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -1368299.000000 Penalty: 4611.527832
	Iteration 19Q: 3 clusters Score -1368299 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -1368399.000000 Penalty: 4611.527832
	Iteration 20F: 3 clusters Score -1368399 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -1368483.000000 Penalty: 4611.527832
	Iteration 21Q: 3 clusters Score -1368483 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -1368560.125000 Penalty: 4611.527832
	Iteration 22Q: 3 clusters Score -1368560 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -1368627.500000 Penalty: 4611.527832
	Iteration 23Q: 3 clusters Score -1368628 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -1368682.625000 Penalty: 4611.527832
	Iteration 24Q: 3 clusters Score -1368683 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -1368742.250000 Penalty: 4611.527832
	Iteration 25Q: 3 clusters Score -1368742 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -1368801.875000 Penalty: 4611.527832
	Iteration 26Q: 3 clusters Score -1368802 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -1368856.000000 Penalty: 4611.527832
	Iteration 27Q: 3 clusters Score -1368856 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -1368906.750000 Penalty: 4611.527832
	Iteration 28Q: 3 clusters Score -1368907 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -1368948.375000 Penalty: 4611.527832
	Iteration 29Q: 3 clusters Score -1368948 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -1368986.625000 Penalty: 4611.527832
	Iteration 30Q: 3 clusters Score -1368987 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -1369010.625000 Penalty: 4611.527832
	Iteration 31Q: 3 clusters Score -1369011 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -1369021.875000 Penalty: 4611.527832
	Iteration 32Q: 3 clusters Score -1369022 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -1369031.625000 Penalty: 4611.527832
	Iteration 33Q: 3 clusters Score -1369032 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
Score: -1369034.375000 Penalty: 4611.527832
	Iteration 34Q: 3 clusters Score -1369034 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -1369038.875000 Penalty: 4611.527832
	Iteration 35Q: 3 clusters Score -1369039 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -1369045.625000 Penalty: 4611.527832
	Iteration 36Q: 3 clusters Score -1369046 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -1369043.875000 Penalty: 4611.527832
	Iteration 37Q: 3 clusters Score -1369044 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -1369047.375000 Penalty: 4611.527832
	Iteration 38Q: 3 clusters Score -1369047 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -1369050.125000 Penalty: 4611.527832
	Iteration 39Q: 3 clusters Score -1369050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
Score: -1369049.500000 Penalty: 4611.527832
	Iteration 40F: 3 clusters Score -1369050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
Score: -1369049.875000 Penalty: 4611.527832
	Iteration 41Q: 3 clusters Score -1369050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -1369049.875000 Penalty: 4611.527832
	Iteration 42Q: 3 clusters Score -1369050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -1369050.250000 Penalty: 4611.527832
	Iteration 43Q: 3 clusters Score -1369050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -1369050.125000 Penalty: 4611.527832
	Iteration 44Q: 3 clusters Score -1369050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -1369048.875000 Penalty: 4611.527832
	Iteration 45Q: 3 clusters Score -1369049 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -1369050.375000 Penalty: 4611.527832
	Iteration 46Q: 3 clusters Score -1369050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 8980 members 
Entering Unmasked Estep 
Score: -1369054.250000 Penalty: 4611.527832
	Iteration 47Q: 3 clusters Score -1369054 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
Score: -1369053.875000 Penalty: 4611.527832
	Iteration 48Q: 3 clusters Score -1369054 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -1369054.750000 Penalty: 4611.527832
	Iteration 49Q: 3 clusters Score -1369055 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -1369058.125000 Penalty: 4611.527832
	Iteration 50Q: 3 clusters Score -1369058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -1369057.625000 Penalty: 4611.527832
	Iteration 51Q: 3 clusters Score -1369058 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -1369058.375000 Penalty: 4611.527832
	Iteration 52Q: 3 clusters Score -1369058 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 8999 members 
Entering Unmasked Estep 
Score: -1369058.750000 Penalty: 4611.527832
	Iteration 53Q: 3 clusters Score -1369059 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -1369063.375000 Penalty: 4611.527832
	Iteration 54Q: 3 clusters Score -1369063 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -1369063.375000 Penalty: 4611.527832
	Iteration 55Q: 3 clusters Score -1369063 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -1369065.375000 Penalty: 4611.527832
	Iteration 56Q: 3 clusters Score -1369065 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -1369063.750000 Penalty: 4611.527832
	Iteration 57Q: 3 clusters Score -1369064 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -1369064.625000 Penalty: 4611.527832
	Iteration 58Q: 3 clusters Score -1369065 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -1369065.500000 Penalty: 4611.527832
	Iteration 59Q: 3 clusters Score -1369066 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -1369066.375000 Penalty: 4611.527832
	Iteration 60F: 3 clusters Score -1369066 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (10451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10451 members 
Entering Unmasked Estep 
Score: -1289911.125000 Penalty: 2295.104248
	Iteration 0F: 2 clusters Score -1289911 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -1281953.250000 Penalty: 4590.208496
	Iteration 0F: 3 clusters Score -1281953 nChanged 4405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -1284579.750000 Penalty: 4590.208496
	Iteration 1F: 3 clusters Score -1284580 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -1285301.000000 Penalty: 4590.208496
	Iteration 2F: 3 clusters Score -1285301 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -1286034.625000 Penalty: 4590.208496
	Iteration 3F: 3 clusters Score -1286035 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -1286733.000000 Penalty: 4590.208496
	Iteration 4F: 3 clusters Score -1286733 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -1287406.750000 Penalty: 4590.208496
	Iteration 5F: 3 clusters Score -1287407 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -1287895.500000 Penalty: 4590.208496
	Iteration 6F: 3 clusters Score -1287896 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -1288190.125000 Penalty: 4590.208496
	Iteration 7Q: 3 clusters Score -1288190 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -1288386.750000 Penalty: 4590.208496
	Iteration 8Q: 3 clusters Score -1288387 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -1288536.875000 Penalty: 4590.208496
	Iteration 9Q: 3 clusters Score -1288537 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -1288655.625000 Penalty: 4590.208496
	Iteration 10Q: 3 clusters Score -1288656 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -1288749.125000 Penalty: 4590.208496
	Iteration 11Q: 3 clusters Score -1288749 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -1288811.750000 Penalty: 4590.208496
	Iteration 12Q: 3 clusters Score -1288812 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -1288863.375000 Penalty: 4590.208496
	Iteration 13Q: 3 clusters Score -1288863 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -1288893.375000 Penalty: 4590.208496
	Iteration 14Q: 3 clusters Score -1288893 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -1288911.375000 Penalty: 4590.208496
	Iteration 15Q: 3 clusters Score -1288911 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -1288931.375000 Penalty: 4590.208496
	Iteration 16Q: 3 clusters Score -1288931 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -1288951.000000 Penalty: 4590.208496
	Iteration 17Q: 3 clusters Score -1288951 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -1288967.250000 Penalty: 4590.208496
	Iteration 18Q: 3 clusters Score -1288967 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -1288983.125000 Penalty: 4590.208496
	Iteration 19Q: 3 clusters Score -1288983 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -1288989.000000 Penalty: 4590.208496
	Iteration 20F: 3 clusters Score -1288989 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -1288998.000000 Penalty: 4590.208496
	Iteration 21Q: 3 clusters Score -1288998 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -1289008.125000 Penalty: 4590.208496
	Iteration 22Q: 3 clusters Score -1289008 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -1289017.375000 Penalty: 4590.208496
	Iteration 23Q: 3 clusters Score -1289017 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -1289034.750000 Penalty: 4590.208496
	Iteration 24Q: 3 clusters Score -1289035 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -1289059.875000 Penalty: 4590.208496
	Iteration 25Q: 3 clusters Score -1289060 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -1289106.625000 Penalty: 4590.208496
	Iteration 26Q: 3 clusters Score -1289107 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -1289195.375000 Penalty: 4590.208496
	Iteration 27Q: 3 clusters Score -1289195 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -1289347.500000 Penalty: 4590.208496
	Iteration 28Q: 3 clusters Score -1289348 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -1289583.125000 Penalty: 4590.208496
	Iteration 29Q: 3 clusters Score -1289583 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -1289754.750000 Penalty: 4590.208496
	Iteration 30Q: 3 clusters Score -1289755 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -1289834.125000 Penalty: 4590.208496
	Iteration 31Q: 3 clusters Score -1289834 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -1289867.000000 Penalty: 4590.208496
	Iteration 32Q: 3 clusters Score -1289867 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -1289892.250000 Penalty: 4590.208496
	Iteration 33Q: 3 clusters Score -1289892 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -1289929.500000 Penalty: 4590.208496
	Iteration 34Q: 3 clusters Score -1289930 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -1289976.625000 Penalty: 4590.208496
	Iteration 35Q: 3 clusters Score -1289977 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -1290038.500000 Penalty: 4590.208496
	Iteration 36Q: 3 clusters Score -1290038 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -1290133.375000 Penalty: 4590.208496
	Iteration 37Q: 3 clusters Score -1290133 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -1290208.875000 Penalty: 4590.208496
	Iteration 38Q: 3 clusters Score -1290209 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -1290261.250000 Penalty: 4590.208496
	Iteration 39Q: 3 clusters Score -1290261 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -1290295.250000 Penalty: 4590.208496
	Iteration 40F: 3 clusters Score -1290295 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -1290326.125000 Penalty: 4590.208496
	Iteration 41Q: 3 clusters Score -1290326 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -1290351.375000 Penalty: 4590.208496
	Iteration 42Q: 3 clusters Score -1290351 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -1290358.375000 Penalty: 4590.208496
	Iteration 43Q: 3 clusters Score -1290358 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -1290363.375000 Penalty: 4590.208496
	Iteration 44Q: 3 clusters Score -1290363 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -1290365.000000 Penalty: 4590.208496
	Iteration 45Q: 3 clusters Score -1290365 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -1290366.000000 Penalty: 4590.208496
	Iteration 46Q: 3 clusters Score -1290366 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -1290368.000000 Penalty: 4590.208496
	Iteration 47Q: 3 clusters Score -1290368 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -1290370.125000 Penalty: 4590.208496
	Iteration 48Q: 3 clusters Score -1290370 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -1290370.500000 Penalty: 4590.208496
	Iteration 49Q: 3 clusters Score -1290370 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -1290372.875000 Penalty: 4590.208496
	Iteration 50Q: 3 clusters Score -1290373 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -1290372.125000 Penalty: 4590.208496
	Iteration 51Q: 3 clusters Score -1290372 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -1290371.750000 Penalty: 4590.208496
	Iteration 52Q: 3 clusters Score -1290372 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -1290372.500000 Penalty: 4590.208496
	Iteration 53Q: 3 clusters Score -1290372 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -1290375.875000 Penalty: 4590.208496
	Iteration 54Q: 3 clusters Score -1290376 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -1290375.625000 Penalty: 4590.208496
	Iteration 55Q: 3 clusters Score -1290376 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -1290380.000000 Penalty: 4590.208496
	Iteration 56Q: 3 clusters Score -1290380 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -1290380.625000 Penalty: 4590.208496
	Iteration 57Q: 3 clusters Score -1290381 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -1290380.500000 Penalty: 4590.208496
	Iteration 58Q: 3 clusters Score -1290380 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -1290379.125000 Penalty: 4590.208496
	Iteration 59Q: 3 clusters Score -1290379 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -1290381.500000 Penalty: 4590.208496
	Iteration 60F: 3 clusters Score -1290382 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -1290383.750000 Penalty: 4590.208496
	Iteration 61Q: 3 clusters Score -1290384 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -1290384.875000 Penalty: 4590.208496
	Iteration 62Q: 3 clusters Score -1290385 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -1290383.875000 Penalty: 4590.208496
	Iteration 63Q: 3 clusters Score -1290384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -1290382.375000 Penalty: 4590.208496
	Iteration 64Q: 3 clusters Score -1290382 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -1290382.375000 Penalty: 4590.208496
	Iteration 65F: 3 clusters Score -1290382 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 47406 members 
Mstep: Class 2 contains 3840 members 
Mstep: Class 3 contains 39670 members 
Mstep: Class 4 contains 3051 members 
Mstep: Class 5 contains 4167 members 
Mstep: Class 6 contains 11752 members 
Mstep: Class 7 contains 6414 members 
Mstep: Class 8 contains 4395 members 
Mstep: Class 9 contains 224436 members 
Mstep: Class 10 contains 27995 members 
Mstep: Class 11 contains 6639 members 
Mstep: Class 12 contains 57504 members 
Mstep: Class 13 contains 8606 members 
Mstep: Class 14 contains 24837 members 
Mstep: Class 15 contains 7803 members 
Mstep: Class 16 contains 23724 members 
Mstep: Class 17 contains 3666 members 
Mstep: Class 18 contains 1869 members 
Mstep: Class 19 contains 17460 members 
Mstep: Class 20 contains 2087 members 
Mstep: Class 21 contains 160272 members 
Mstep: Class 22 contains 181989 members 
Mstep: Class 23 contains 10910 members 
Mstep: Class 24 contains 6670 members 
Mstep: Class 25 contains 10012 members 
Mstep: Class 26 contains 64576 members 
Mstep: Class 27 contains 1487 members 
Mstep: Class 28 contains 13443 members 
Mstep: Class 29 contains 8309 members 
Mstep: Class 30 contains 14132 members 
Mstep: Class 31 contains 55868 members 
Mstep: Class 32 contains 48150 members 
Mstep: Class 33 contains 13287 members 
Mstep: Class 34 contains 44031 members 
Mstep: Class 35 contains 7553 members 
Mstep: Class 36 contains 4579 members 
Mstep: Class 37 contains 4916 members 
Mstep: Class 38 contains 2029 members 
Mstep: Class 39 contains 4754 members 
Mstep: Class 40 contains 3781 members 
Entering Unmasked Estep 
Score: -147408560.000000 Penalty: 138760.875000
Splitting cluster 24 changes total score from -147396656.000000 to -147408560.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 25 (10012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Entering Unmasked Estep 
Score: -1256649.250000 Penalty: 2284.461670
	Iteration 0F: 2 clusters Score -1256649 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -1249001.875000 Penalty: 4568.923340
	Iteration 0F: 3 clusters Score -1249002 nChanged 4079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -1251244.625000 Penalty: 4568.923340
	Iteration 1F: 3 clusters Score -1251245 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -1251622.875000 Penalty: 4568.923340
	Iteration 2F: 3 clusters Score -1251623 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -1251905.125000 Penalty: 4568.923340
	Iteration 3F: 3 clusters Score -1251905 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -1252137.000000 Penalty: 4568.923340
	Iteration 4Q: 3 clusters Score -1252137 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -1252338.000000 Penalty: 4568.923340
	Iteration 5Q: 3 clusters Score -1252338 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -1252519.375000 Penalty: 4568.923340
	Iteration 6Q: 3 clusters Score -1252519 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -1252704.375000 Penalty: 4568.923340
	Iteration 7Q: 3 clusters Score -1252704 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -1252870.875000 Penalty: 4568.923340
	Iteration 8Q: 3 clusters Score -1252871 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -1253015.500000 Penalty: 4568.923340
	Iteration 9Q: 3 clusters Score -1253016 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -1253145.375000 Penalty: 4568.923340
	Iteration 10Q: 3 clusters Score -1253145 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -1253283.750000 Penalty: 4568.923340
	Iteration 11Q: 3 clusters Score -1253284 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -1253393.625000 Penalty: 4568.923340
	Iteration 12Q: 3 clusters Score -1253394 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -1253475.625000 Penalty: 4568.923340
	Iteration 13Q: 3 clusters Score -1253476 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -1253532.375000 Penalty: 4568.923340
	Iteration 14Q: 3 clusters Score -1253532 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -1253582.625000 Penalty: 4568.923340
	Iteration 15Q: 3 clusters Score -1253583 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -1253619.625000 Penalty: 4568.923340
	Iteration 16Q: 3 clusters Score -1253620 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -1253657.875000 Penalty: 4568.923340
	Iteration 17Q: 3 clusters Score -1253658 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -1253696.750000 Penalty: 4568.923340
	Iteration 18Q: 3 clusters Score -1253697 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -1253738.750000 Penalty: 4568.923340
	Iteration 19Q: 3 clusters Score -1253739 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -1253774.125000 Penalty: 4568.923340
	Iteration 20F: 3 clusters Score -1253774 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -1253815.750000 Penalty: 4568.923340
	Iteration 21Q: 3 clusters Score -1253816 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -1253848.000000 Penalty: 4568.923340
	Iteration 22Q: 3 clusters Score -1253848 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -1253875.500000 Penalty: 4568.923340
	Iteration 23Q: 3 clusters Score -1253876 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -1253910.875000 Penalty: 4568.923340
	Iteration 24Q: 3 clusters Score -1253911 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -1253941.875000 Penalty: 4568.923340
	Iteration 25Q: 3 clusters Score -1253942 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -1253962.250000 Penalty: 4568.923340
	Iteration 26Q: 3 clusters Score -1253962 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -1253979.750000 Penalty: 4568.923340
	Iteration 27Q: 3 clusters Score -1253980 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -1254005.125000 Penalty: 4568.923340
	Iteration 28Q: 3 clusters Score -1254005 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -1254026.000000 Penalty: 4568.923340
	Iteration 29Q: 3 clusters Score -1254026 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -1254046.375000 Penalty: 4568.923340
	Iteration 30Q: 3 clusters Score -1254046 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -1254064.500000 Penalty: 4568.923340
	Iteration 31Q: 3 clusters Score -1254064 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -1254079.625000 Penalty: 4568.923340
	Iteration 32Q: 3 clusters Score -1254080 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -1254096.250000 Penalty: 4568.923340
	Iteration 33Q: 3 clusters Score -1254096 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -1254115.125000 Penalty: 4568.923340
	Iteration 34Q: 3 clusters Score -1254115 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -1254137.125000 Penalty: 4568.923340
	Iteration 35Q: 3 clusters Score -1254137 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -1254158.375000 Penalty: 4568.923340
	Iteration 36Q: 3 clusters Score -1254158 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -1254184.500000 Penalty: 4568.923340
	Iteration 37Q: 3 clusters Score -1254184 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -1254209.500000 Penalty: 4568.923340
	Iteration 38Q: 3 clusters Score -1254210 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -1254255.875000 Penalty: 4568.923340
	Iteration 39Q: 3 clusters Score -1254256 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -1254289.375000 Penalty: 4568.923340
	Iteration 40F: 3 clusters Score -1254289 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -1254326.125000 Penalty: 4568.923340
	Iteration 41Q: 3 clusters Score -1254326 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -1254372.750000 Penalty: 4568.923340
	Iteration 42Q: 3 clusters Score -1254373 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -1254418.250000 Penalty: 4568.923340
	Iteration 43Q: 3 clusters Score -1254418 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -1254476.500000 Penalty: 4568.923340
	Iteration 44Q: 3 clusters Score -1254476 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -1254533.500000 Penalty: 4568.923340
	Iteration 45Q: 3 clusters Score -1254534 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -1254585.375000 Penalty: 4568.923340
	Iteration 46Q: 3 clusters Score -1254585 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -1254611.250000 Penalty: 4568.923340
	Iteration 47Q: 3 clusters Score -1254611 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -1254629.500000 Penalty: 4568.923340
	Iteration 48Q: 3 clusters Score -1254630 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -1254639.250000 Penalty: 4568.923340
	Iteration 49Q: 3 clusters Score -1254639 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -1254648.750000 Penalty: 4568.923340
	Iteration 50Q: 3 clusters Score -1254649 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -1254662.750000 Penalty: 4568.923340
	Iteration 51Q: 3 clusters Score -1254663 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -1254667.125000 Penalty: 4568.923340
	Iteration 52Q: 3 clusters Score -1254667 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -1254673.750000 Penalty: 4568.923340
	Iteration 53Q: 3 clusters Score -1254674 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -1254677.375000 Penalty: 4568.923340
	Iteration 54Q: 3 clusters Score -1254677 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -1254678.875000 Penalty: 4568.923340
	Iteration 55Q: 3 clusters Score -1254679 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -1254681.625000 Penalty: 4568.923340
	Iteration 56Q: 3 clusters Score -1254682 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -1254681.375000 Penalty: 4568.923340
	Iteration 57Q: 3 clusters Score -1254681 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -1254680.500000 Penalty: 4568.923340
	Iteration 58Q: 3 clusters Score -1254680 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -1254681.500000 Penalty: 4568.923340
	Iteration 59Q: 3 clusters Score -1254682 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -1254681.500000 Penalty: 4568.923340
	Iteration 60F: 3 clusters Score -1254682 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (64576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64576 members 
Entering Unmasked Estep 
Score: -8207161.500000 Penalty: 2746.748291
	Iteration 0F: 2 clusters Score -8207162 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32339 members 
Mstep: Class 2 contains 32237 members 
Entering Unmasked Estep 
Score: -8163744.000000 Penalty: 5493.496582
	Iteration 0F: 3 clusters Score -8163744 nChanged 30269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32906 members 
Mstep: Class 2 contains 31670 members 
Entering Unmasked Estep 
Score: -8180643.000000 Penalty: 5493.496582
	Iteration 1F: 3 clusters Score -8180643 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33381 members 
Mstep: Class 2 contains 31195 members 
Entering Unmasked Estep 
Score: -8181223.500000 Penalty: 5493.496582
	Iteration 2Q: 3 clusters Score -8181224 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34069 members 
Mstep: Class 2 contains 30507 members 
Entering Unmasked Estep 
Score: -8181832.000000 Penalty: 5493.496582
	Iteration 3Q: 3 clusters Score -8181832 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35047 members 
Mstep: Class 2 contains 29529 members 
Entering Unmasked Estep 
Score: -8182608.500000 Penalty: 5493.496582
	Iteration 4Q: 3 clusters Score -8182608 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36486 members 
Mstep: Class 2 contains 28090 members 
Entering Unmasked Estep 
Score: -8183518.500000 Penalty: 5493.496582
	Iteration 5Q: 3 clusters Score -8183518 nChanged 3052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38484 members 
Mstep: Class 2 contains 26092 members 
Entering Unmasked Estep 
Score: -8185029.000000 Penalty: 5493.496582
	Iteration 6Q: 3 clusters Score -8185029 nChanged 3576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41152 members 
Mstep: Class 2 contains 23424 members 
Entering Unmasked Estep 
Score: -8187103.500000 Penalty: 5493.496582
	Iteration 7F: 3 clusters Score -8187104 nChanged 4154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44476 members 
Mstep: Class 2 contains 20100 members 
Entering Unmasked Estep 
Score: -8189887.000000 Penalty: 5493.496582
	Iteration 8F: 3 clusters Score -8189887 nChanged 4262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48104 members 
Mstep: Class 2 contains 16472 members 
Entering Unmasked Estep 
Score: -8193172.500000 Penalty: 5493.496582
	Iteration 9F: 3 clusters Score -8193172 nChanged 3908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51538 members 
Mstep: Class 2 contains 13038 members 
Entering Unmasked Estep 
Score: -8196342.000000 Penalty: 5493.496582
	Iteration 10F: 3 clusters Score -8196342 nChanged 3095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54353 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
Score: -8198879.500000 Penalty: 5493.496582
	Iteration 11Q: 3 clusters Score -8198880 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56389 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -8200712.500000 Penalty: 5493.496582
	Iteration 12Q: 3 clusters Score -8200712 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57793 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -8201829.000000 Penalty: 5493.496582
	Iteration 13Q: 3 clusters Score -8201829 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58849 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -8202651.500000 Penalty: 5493.496582
	Iteration 14Q: 3 clusters Score -8202652 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59669 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -8203181.000000 Penalty: 5493.496582
	Iteration 15Q: 3 clusters Score -8203181 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60315 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -8203581.500000 Penalty: 5493.496582
	Iteration 16Q: 3 clusters Score -8203582 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60828 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -8203854.000000 Penalty: 5493.496582
	Iteration 17Q: 3 clusters Score -8203854 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61246 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -8204119.000000 Penalty: 5493.496582
	Iteration 18Q: 3 clusters Score -8204119 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61585 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -8204367.000000 Penalty: 5493.496582
	Iteration 19Q: 3 clusters Score -8204367 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61840 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -8204604.000000 Penalty: 5493.496582
	Iteration 20F: 3 clusters Score -8204604 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62055 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -8204803.500000 Penalty: 5493.496582
	Iteration 21Q: 3 clusters Score -8204804 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62238 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -8204923.500000 Penalty: 5493.496582
	Iteration 22Q: 3 clusters Score -8204924 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62357 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -8205006.000000 Penalty: 5493.496582
	Iteration 23Q: 3 clusters Score -8205006 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62448 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -8205039.000000 Penalty: 5493.496582
	Iteration 24Q: 3 clusters Score -8205039 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62526 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -8205074.000000 Penalty: 5493.496582
	Iteration 25Q: 3 clusters Score -8205074 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62601 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -8205101.500000 Penalty: 5493.496582
	Iteration 26Q: 3 clusters Score -8205102 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62648 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -8205137.500000 Penalty: 5493.496582
	Iteration 27Q: 3 clusters Score -8205138 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62690 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -8205144.000000 Penalty: 5493.496582
	Iteration 28Q: 3 clusters Score -8205144 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62719 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -8205155.000000 Penalty: 5493.496582
	Iteration 29Q: 3 clusters Score -8205155 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62750 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -8205146.000000 Penalty: 5493.496582
	Iteration 30Q: 3 clusters Score -8205146 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62770 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -8205146.500000 Penalty: 5493.496582
	Iteration 31Q: 3 clusters Score -8205146 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62785 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -8205165.500000 Penalty: 5493.496582
	Iteration 32Q: 3 clusters Score -8205166 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62798 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -8205160.500000 Penalty: 5493.496582
	Iteration 33Q: 3 clusters Score -8205160 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62812 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -8205166.500000 Penalty: 5493.496582
	Iteration 34Q: 3 clusters Score -8205166 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62824 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -8205181.500000 Penalty: 5493.496582
	Iteration 35Q: 3 clusters Score -8205182 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62839 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -8205170.500000 Penalty: 5493.496582
	Iteration 36Q: 3 clusters Score -8205170 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62848 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -8205168.500000 Penalty: 5493.496582
	Iteration 37Q: 3 clusters Score -8205168 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62856 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -8205165.000000 Penalty: 5493.496582
	Iteration 38Q: 3 clusters Score -8205165 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62866 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -8205168.000000 Penalty: 5493.496582
	Iteration 39Q: 3 clusters Score -8205168 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62880 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -8205174.500000 Penalty: 5493.496582
	Iteration 40F: 3 clusters Score -8205174 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62895 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -8205184.500000 Penalty: 5493.496582
	Iteration 41Q: 3 clusters Score -8205184 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62910 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -8205197.500000 Penalty: 5493.496582
	Iteration 42Q: 3 clusters Score -8205198 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62924 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -8205195.000000 Penalty: 5493.496582
	Iteration 43Q: 3 clusters Score -8205195 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62933 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -8205207.500000 Penalty: 5493.496582
	Iteration 44Q: 3 clusters Score -8205208 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62940 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -8205200.500000 Penalty: 5493.496582
	Iteration 45Q: 3 clusters Score -8205200 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62941 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -8205203.500000 Penalty: 5493.496582
	Iteration 46Q: 3 clusters Score -8205204 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62942 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -8205202.000000 Penalty: 5493.496582
	Iteration 47Q: 3 clusters Score -8205202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62944 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -8205206.500000 Penalty: 5493.496582
	Iteration 48Q: 3 clusters Score -8205206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62947 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -8205212.500000 Penalty: 5493.496582
	Iteration 49Q: 3 clusters Score -8205212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62950 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -8205212.000000 Penalty: 5493.496582
	Iteration 50Q: 3 clusters Score -8205212 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62950 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -8205212.000000 Penalty: 5493.496582
	Iteration 51F: 3 clusters Score -8205212 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Entering Unmasked Estep 
Score: -109259.375000 Penalty: 1811.519897
	Iteration 0F: 2 clusters Score -109259.4 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 776 members 
Entering Unmasked Estep 
Score: -107442.953125 Penalty: 3623.039795
	Iteration 0F: 3 clusters Score -107443 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -109773.960938 Penalty: 3623.039795
	Iteration 1F: 3 clusters Score -109774 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -112338.039062 Penalty: 3623.039795
	Iteration 2F: 3 clusters Score -112338 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -113248.054688 Penalty: 3623.039795
	Iteration 3F: 3 clusters Score -113248.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -113362.648438 Penalty: 3623.039795
	Iteration 4Q: 3 clusters Score -113362.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -113423.414062 Penalty: 3623.039795
	Iteration 5Q: 3 clusters Score -113423.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -113448.476562 Penalty: 3623.039795
	Iteration 6Q: 3 clusters Score -113448.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -113452.398438 Penalty: 3623.039795
	Iteration 7Q: 3 clusters Score -113452.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -113453.656250 Penalty: 3623.039795
	Iteration 8Q: 3 clusters Score -113453.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -113454.742188 Penalty: 3623.039795
	Iteration 9Q: 3 clusters Score -113454.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -113464.335938 Penalty: 3623.039795
	Iteration 10Q: 3 clusters Score -113464.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -113472.742188 Penalty: 3623.039795
	Iteration 11Q: 3 clusters Score -113472.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -113479.015625 Penalty: 3623.039795
	Iteration 12Q: 3 clusters Score -113479 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -113487.921875 Penalty: 3623.039795
	Iteration 13Q: 3 clusters Score -113487.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -113493.921875 Penalty: 3623.039795
	Iteration 14Q: 3 clusters Score -113493.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -113500.515625 Penalty: 3623.039795
	Iteration 15Q: 3 clusters Score -113500.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -113510.335938 Penalty: 3623.039795
	Iteration 16Q: 3 clusters Score -113510.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -113525.789062 Penalty: 3623.039795
	Iteration 17Q: 3 clusters Score -113525.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -113529.078125 Penalty: 3623.039795
	Iteration 18Q: 3 clusters Score -113529.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -113532.000000 Penalty: 3623.039795
	Iteration 19Q: 3 clusters Score -113532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -113542.593750 Penalty: 3623.039795
	Iteration 20F: 3 clusters Score -113542.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -113554.718750 Penalty: 3623.039795
	Iteration 21Q: 3 clusters Score -113554.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -113560.773438 Penalty: 3623.039795
	Iteration 22Q: 3 clusters Score -113560.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -113567.750000 Penalty: 3623.039795
	Iteration 23Q: 3 clusters Score -113567.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -113577.257812 Penalty: 3623.039795
	Iteration 24Q: 3 clusters Score -113577.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -113623.843750 Penalty: 3623.039795
	Iteration 25Q: 3 clusters Score -113623.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -113672.375000 Penalty: 3623.039795
	Iteration 26Q: 3 clusters Score -113672.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -113742.695312 Penalty: 3623.039795
	Iteration 27Q: 3 clusters Score -113742.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -113781.109375 Penalty: 3623.039795
	Iteration 28Q: 3 clusters Score -113781.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -113799.398438 Penalty: 3623.039795
	Iteration 29Q: 3 clusters Score -113799.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -113833.750000 Penalty: 3623.039795
	Iteration 30Q: 3 clusters Score -113833.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -113856.921875 Penalty: 3623.039795
	Iteration 31Q: 3 clusters Score -113856.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -113882.203125 Penalty: 3623.039795
	Iteration 32Q: 3 clusters Score -113882.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -113914.476562 Penalty: 3623.039795
	Iteration 33Q: 3 clusters Score -113914.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -113970.375000 Penalty: 3623.039795
	Iteration 34Q: 3 clusters Score -113970.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -114021.882812 Penalty: 3623.039795
	Iteration 35Q: 3 clusters Score -114021.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -114083.351562 Penalty: 3623.039795
	Iteration 36Q: 3 clusters Score -114083.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -114115.359375 Penalty: 3623.039795
	Iteration 37Q: 3 clusters Score -114115.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -114153.023438 Penalty: 3623.039795
	Iteration 38Q: 3 clusters Score -114153 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -114184.867188 Penalty: 3623.039795
	Iteration 39Q: 3 clusters Score -114184.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -114240.539062 Penalty: 3623.039795
	Iteration 40F: 3 clusters Score -114240.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -114293.078125 Penalty: 3623.039795
	Iteration 41Q: 3 clusters Score -114293.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -114352.601562 Penalty: 3623.039795
	Iteration 42Q: 3 clusters Score -114352.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -114397.335938 Penalty: 3623.039795
	Iteration 43Q: 3 clusters Score -114397.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -114418.953125 Penalty: 3623.039795
	Iteration 44Q: 3 clusters Score -114419 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -114451.945312 Penalty: 3623.039795
	Iteration 45Q: 3 clusters Score -114451.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -114473.625000 Penalty: 3623.039795
	Iteration 46Q: 3 clusters Score -114473.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -114491.867188 Penalty: 3623.039795
	Iteration 47Q: 3 clusters Score -114491.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -114506.671875 Penalty: 3623.039795
	Iteration 48Q: 3 clusters Score -114506.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -114534.437500 Penalty: 3623.039795
	Iteration 49Q: 3 clusters Score -114534.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -114556.812500 Penalty: 3623.039795
	Iteration 50Q: 3 clusters Score -114556.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -114588.625000 Penalty: 3623.039795
	Iteration 51Q: 3 clusters Score -114588.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -114609.765625 Penalty: 3623.039795
	Iteration 52Q: 3 clusters Score -114609.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -114625.507812 Penalty: 3623.039795
	Iteration 53Q: 3 clusters Score -114625.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -114639.617188 Penalty: 3623.039795
	Iteration 54Q: 3 clusters Score -114639.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -114653.781250 Penalty: 3623.039795
	Iteration 55Q: 3 clusters Score -114653.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -114668.812500 Penalty: 3623.039795
	Iteration 56Q: 3 clusters Score -114668.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -114691.218750 Penalty: 3623.039795
	Iteration 57Q: 3 clusters Score -114691.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -114700.054688 Penalty: 3623.039795
	Iteration 58Q: 3 clusters Score -114700.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -114708.039062 Penalty: 3623.039795
	Iteration 59Q: 3 clusters Score -114708 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -114719.875000 Penalty: 3623.039795
	Iteration 60F: 3 clusters Score -114719.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -114767.195312 Penalty: 3623.039795
	Iteration 61Q: 3 clusters Score -114767.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -114862.367188 Penalty: 3623.039795
	Iteration 62Q: 3 clusters Score -114862.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -114942.273438 Penalty: 3623.039795
	Iteration 63Q: 3 clusters Score -114942.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -114958.398438 Penalty: 3623.039795
	Iteration 64Q: 3 clusters Score -114958.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -114971.179688 Penalty: 3623.039795
	Iteration 65Q: 3 clusters Score -114971.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -114974.468750 Penalty: 3623.039795
	Iteration 66Q: 3 clusters Score -114974.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -114976.492188 Penalty: 3623.039795
	Iteration 67Q: 3 clusters Score -114976.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -114976.820312 Penalty: 3623.039795
	Iteration 68Q: 3 clusters Score -114976.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -114976.820312 Penalty: 3623.039795
	Iteration 69F: 3 clusters Score -114976.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 47406 members 
Mstep: Class 2 contains 3840 members 
Mstep: Class 3 contains 39670 members 
Mstep: Class 4 contains 3051 members 
Mstep: Class 5 contains 4167 members 
Mstep: Class 6 contains 11752 members 
Mstep: Class 7 contains 6414 members 
Mstep: Class 8 contains 4395 members 
Mstep: Class 9 contains 224436 members 
Mstep: Class 10 contains 27995 members 
Mstep: Class 11 contains 6639 members 
Mstep: Class 12 contains 57504 members 
Mstep: Class 13 contains 8606 members 
Mstep: Class 14 contains 24837 members 
Mstep: Class 15 contains 7803 members 
Mstep: Class 16 contains 23724 members 
Mstep: Class 17 contains 3666 members 
Mstep: Class 18 contains 1869 members 
Mstep: Class 19 contains 17460 members 
Mstep: Class 20 contains 2087 members 
Mstep: Class 21 contains 160272 members 
Mstep: Class 22 contains 181989 members 
Mstep: Class 23 contains 10910 members 
Mstep: Class 24 contains 6670 members 
Mstep: Class 25 contains 10012 members 
Mstep: Class 26 contains 64576 members 
Mstep: Class 27 contains 529 members 
Mstep: Class 28 contains 13443 members 
Mstep: Class 29 contains 8309 members 
Mstep: Class 30 contains 14132 members 
Mstep: Class 31 contains 55868 members 
Mstep: Class 32 contains 48150 members 
Mstep: Class 33 contains 13287 members 
Mstep: Class 34 contains 44031 members 
Mstep: Class 35 contains 7553 members 
Mstep: Class 36 contains 4579 members 
Mstep: Class 37 contains 4916 members 
Mstep: Class 38 contains 2029 members 
Mstep: Class 39 contains 4754 members 
Mstep: Class 40 contains 3781 members 
Mstep: Class 41 contains 958 members 
Entering Unmasked Estep 
Score: -147412240.000000 Penalty: 142229.890625
Splitting cluster 27 changes total score from -147396656.000000 to -147412240.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 28 (13443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13443 members 
Entering Unmasked Estep 
Score: -1675238.500000 Penalty: 2357.541016
	Iteration 0F: 2 clusters Score -1675238 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -1665501.250000 Penalty: 4715.082031
	Iteration 0F: 3 clusters Score -1665501 nChanged 5641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -1668870.375000 Penalty: 4715.082031
	Iteration 1F: 3 clusters Score -1668870 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -1670251.500000 Penalty: 4715.082031
	Iteration 2F: 3 clusters Score -1670252 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -1672356.625000 Penalty: 4715.082031
	Iteration 3F: 3 clusters Score -1672357 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -1674293.250000 Penalty: 4715.082031
	Iteration 4F: 3 clusters Score -1674293 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -1675453.750000 Penalty: 4715.082031
	Iteration 5F: 3 clusters Score -1675454 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -1676007.500000 Penalty: 4715.082031
	Iteration 6F: 3 clusters Score -1676008 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -1676232.875000 Penalty: 4715.082031
	Iteration 7Q: 3 clusters Score -1676233 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -1676337.500000 Penalty: 4715.082031
	Iteration 8Q: 3 clusters Score -1676338 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -1676393.750000 Penalty: 4715.082031
	Iteration 9Q: 3 clusters Score -1676394 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -1676415.750000 Penalty: 4715.082031
	Iteration 10Q: 3 clusters Score -1676416 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -1676437.875000 Penalty: 4715.082031
	Iteration 11Q: 3 clusters Score -1676438 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -1676448.625000 Penalty: 4715.082031
	Iteration 12Q: 3 clusters Score -1676449 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -1676456.125000 Penalty: 4715.082031
	Iteration 13Q: 3 clusters Score -1676456 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -1676461.125000 Penalty: 4715.082031
	Iteration 14Q: 3 clusters Score -1676461 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -1676485.500000 Penalty: 4715.082031
	Iteration 15Q: 3 clusters Score -1676486 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -1676500.500000 Penalty: 4715.082031
	Iteration 16Q: 3 clusters Score -1676500 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -1676523.750000 Penalty: 4715.082031
	Iteration 17Q: 3 clusters Score -1676524 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -1676542.000000 Penalty: 4715.082031
	Iteration 18Q: 3 clusters Score -1676542 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -1676555.875000 Penalty: 4715.082031
	Iteration 19Q: 3 clusters Score -1676556 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -1676573.625000 Penalty: 4715.082031
	Iteration 20F: 3 clusters Score -1676574 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -1676589.625000 Penalty: 4715.082031
	Iteration 21Q: 3 clusters Score -1676590 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -1676598.125000 Penalty: 4715.082031
	Iteration 22Q: 3 clusters Score -1676598 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -1676606.625000 Penalty: 4715.082031
	Iteration 23Q: 3 clusters Score -1676607 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -1676615.250000 Penalty: 4715.082031
	Iteration 24Q: 3 clusters Score -1676615 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -1676619.250000 Penalty: 4715.082031
	Iteration 25Q: 3 clusters Score -1676619 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -1676629.250000 Penalty: 4715.082031
	Iteration 26Q: 3 clusters Score -1676629 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -1676634.625000 Penalty: 4715.082031
	Iteration 27Q: 3 clusters Score -1676635 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -1676640.625000 Penalty: 4715.082031
	Iteration 28Q: 3 clusters Score -1676641 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -1676639.250000 Penalty: 4715.082031
	Iteration 29Q: 3 clusters Score -1676639 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -1676642.875000 Penalty: 4715.082031
	Iteration 30Q: 3 clusters Score -1676643 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -1676640.375000 Penalty: 4715.082031
	Iteration 31Q: 3 clusters Score -1676640 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -1676640.125000 Penalty: 4715.082031
	Iteration 32Q: 3 clusters Score -1676640 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -1676639.875000 Penalty: 4715.082031
	Iteration 33Q: 3 clusters Score -1676640 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -1676644.125000 Penalty: 4715.082031
	Iteration 34Q: 3 clusters Score -1676644 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -1676645.750000 Penalty: 4715.082031
	Iteration 35Q: 3 clusters Score -1676646 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -1676647.750000 Penalty: 4715.082031
	Iteration 36Q: 3 clusters Score -1676648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -1676647.500000 Penalty: 4715.082031
	Iteration 37Q: 3 clusters Score -1676648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -1676648.375000 Penalty: 4715.082031
	Iteration 38Q: 3 clusters Score -1676648 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -1676645.750000 Penalty: 4715.082031
	Iteration 39Q: 3 clusters Score -1676646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -1676648.500000 Penalty: 4715.082031
	Iteration 40F: 3 clusters Score -1676648 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -1676647.625000 Penalty: 4715.082031
	Iteration 41Q: 3 clusters Score -1676648 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -1676647.500000 Penalty: 4715.082031
	Iteration 42Q: 3 clusters Score -1676648 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -1676648.250000 Penalty: 4715.082031
	Iteration 43Q: 3 clusters Score -1676648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -1676648.250000 Penalty: 4715.082031
	Iteration 44Q: 3 clusters Score -1676648 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -1676649.125000 Penalty: 4715.082031
	Iteration 45Q: 3 clusters Score -1676649 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -1676651.000000 Penalty: 4715.082031
	Iteration 46Q: 3 clusters Score -1676651 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -1676651.625000 Penalty: 4715.082031
	Iteration 47Q: 3 clusters Score -1676652 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -1676652.375000 Penalty: 4715.082031
	Iteration 48Q: 3 clusters Score -1676652 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -1676652.375000 Penalty: 4715.082031
	Iteration 49F: 3 clusters Score -1676652 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 47406 members 
Mstep: Class 2 contains 3840 members 
Mstep: Class 3 contains 39670 members 
Mstep: Class 4 contains 3051 members 
Mstep: Class 5 contains 4167 members 
Mstep: Class 6 contains 11752 members 
Mstep: Class 7 contains 6414 members 
Mstep: Class 8 contains 4395 members 
Mstep: Class 9 contains 224436 members 
Mstep: Class 10 contains 27995 members 
Mstep: Class 11 contains 6639 members 
Mstep: Class 12 contains 57504 members 
Mstep: Class 13 contains 8606 members 
Mstep: Class 14 contains 24837 members 
Mstep: Class 15 contains 7803 members 
Mstep: Class 16 contains 23724 members 
Mstep: Class 17 contains 3666 members 
Mstep: Class 18 contains 1869 members 
Mstep: Class 19 contains 17460 members 
Mstep: Class 20 contains 2087 members 
Mstep: Class 21 contains 160272 members 
Mstep: Class 22 contains 181989 members 
Mstep: Class 23 contains 10910 members 
Mstep: Class 24 contains 6670 members 
Mstep: Class 25 contains 10012 members 
Mstep: Class 26 contains 64576 members 
Mstep: Class 27 contains 529 members 
Mstep: Class 28 contains 6397 members 
Mstep: Class 29 contains 8309 members 
Mstep: Class 30 contains 14132 members 
Mstep: Class 31 contains 55868 members 
Mstep: Class 32 contains 48150 members 
Mstep: Class 33 contains 13287 members 
Mstep: Class 34 contains 44031 members 
Mstep: Class 35 contains 7553 members 
Mstep: Class 36 contains 4579 members 
Mstep: Class 37 contains 4916 members 
Mstep: Class 38 contains 2029 members 
Mstep: Class 39 contains 4754 members 
Mstep: Class 40 contains 3781 members 
Mstep: Class 41 contains 958 members 
Mstep: Class 42 contains 7046 members 
Entering Unmasked Estep 
Score: -147413248.000000 Penalty: 145698.921875
Splitting cluster 28 changes total score from -147396656.000000 to -147413248.000000
So it's getting split into cluster 42.
Entering ConstructFrom: 
Trying to split cluster 29 (8309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Entering Unmasked Estep 
Score: -944881.687500 Penalty: 2238.223633
	Iteration 0F: 2 clusters Score -944881.7 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 4255 members 
Entering Unmasked Estep 
Score: -938339.625000 Penalty: 4476.447266
	Iteration 0F: 3 clusters Score -938339.6 nChanged 3440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -940514.812500 Penalty: 4476.447266
	Iteration 1F: 3 clusters Score -940514.8 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -941585.250000 Penalty: 4476.447266
	Iteration 2F: 3 clusters Score -941585.2 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -942488.625000 Penalty: 4476.447266
	Iteration 3F: 3 clusters Score -942488.6 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -943112.500000 Penalty: 4476.447266
	Iteration 4F: 3 clusters Score -943112.5 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -943565.125000 Penalty: 4476.447266
	Iteration 5F: 3 clusters Score -943565.1 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -943969.812500 Penalty: 4476.447266
	Iteration 6F: 3 clusters Score -943969.8 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -944295.562500 Penalty: 4476.447266
	Iteration 7F: 3 clusters Score -944295.6 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -944568.875000 Penalty: 4476.447266
	Iteration 8Q: 3 clusters Score -944568.9 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -944816.187500 Penalty: 4476.447266
	Iteration 9Q: 3 clusters Score -944816.2 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -945026.937500 Penalty: 4476.447266
	Iteration 10Q: 3 clusters Score -945026.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -945191.937500 Penalty: 4476.447266
	Iteration 11Q: 3 clusters Score -945191.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -945331.312500 Penalty: 4476.447266
	Iteration 12Q: 3 clusters Score -945331.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -945443.937500 Penalty: 4476.447266
	Iteration 13Q: 3 clusters Score -945443.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -945542.937500 Penalty: 4476.447266
	Iteration 14Q: 3 clusters Score -945542.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -945649.937500 Penalty: 4476.447266
	Iteration 15Q: 3 clusters Score -945649.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -945718.625000 Penalty: 4476.447266
	Iteration 16Q: 3 clusters Score -945718.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -945753.187500 Penalty: 4476.447266
	Iteration 17Q: 3 clusters Score -945753.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -945778.562500 Penalty: 4476.447266
	Iteration 18Q: 3 clusters Score -945778.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -945802.125000 Penalty: 4476.447266
	Iteration 19Q: 3 clusters Score -945802.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -945833.687500 Penalty: 4476.447266
	Iteration 20F: 3 clusters Score -945833.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -945860.187500 Penalty: 4476.447266
	Iteration 21Q: 3 clusters Score -945860.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -945897.687500 Penalty: 4476.447266
	Iteration 22Q: 3 clusters Score -945897.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -945902.687500 Penalty: 4476.447266
	Iteration 23Q: 3 clusters Score -945902.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -945915.562500 Penalty: 4476.447266
	Iteration 24Q: 3 clusters Score -945915.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -945925.187500 Penalty: 4476.447266
	Iteration 25Q: 3 clusters Score -945925.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -945933.125000 Penalty: 4476.447266
	Iteration 26Q: 3 clusters Score -945933.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -945937.750000 Penalty: 4476.447266
	Iteration 27Q: 3 clusters Score -945937.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -945945.625000 Penalty: 4476.447266
	Iteration 28Q: 3 clusters Score -945945.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -945950.875000 Penalty: 4476.447266
	Iteration 29Q: 3 clusters Score -945950.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -945957.250000 Penalty: 4476.447266
	Iteration 30Q: 3 clusters Score -945957.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -945960.125000 Penalty: 4476.447266
	Iteration 31Q: 3 clusters Score -945960.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -945960.437500 Penalty: 4476.447266
	Iteration 32Q: 3 clusters Score -945960.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -945966.187500 Penalty: 4476.447266
	Iteration 33Q: 3 clusters Score -945966.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -945967.937500 Penalty: 4476.447266
	Iteration 34Q: 3 clusters Score -945967.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -945972.812500 Penalty: 4476.447266
	Iteration 35Q: 3 clusters Score -945972.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -945974.000000 Penalty: 4476.447266
	Iteration 36Q: 3 clusters Score -945974 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -945975.875000 Penalty: 4476.447266
	Iteration 37Q: 3 clusters Score -945975.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -945976.875000 Penalty: 4476.447266
	Iteration 38Q: 3 clusters Score -945976.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -945976.875000 Penalty: 4476.447266
	Iteration 39F: 3 clusters Score -945976.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 47406 members 
Mstep: Class 2 contains 3840 members 
Mstep: Class 3 contains 39670 members 
Mstep: Class 4 contains 3051 members 
Mstep: Class 5 contains 4167 members 
Mstep: Class 6 contains 11752 members 
Mstep: Class 7 contains 6414 members 
Mstep: Class 8 contains 4395 members 
Mstep: Class 9 contains 224436 members 
Mstep: Class 10 contains 27995 members 
Mstep: Class 11 contains 6639 members 
Mstep: Class 12 contains 57504 members 
Mstep: Class 13 contains 8606 members 
Mstep: Class 14 contains 24837 members 
Mstep: Class 15 contains 7803 members 
Mstep: Class 16 contains 23724 members 
Mstep: Class 17 contains 3666 members 
Mstep: Class 18 contains 1869 members 
Mstep: Class 19 contains 17460 members 
Mstep: Class 20 contains 2087 members 
Mstep: Class 21 contains 160272 members 
Mstep: Class 22 contains 181989 members 
Mstep: Class 23 contains 10910 members 
Mstep: Class 24 contains 6670 members 
Mstep: Class 25 contains 10012 members 
Mstep: Class 26 contains 64576 members 
Mstep: Class 27 contains 529 members 
Mstep: Class 28 contains 6397 members 
Mstep: Class 29 contains 6969 members 
Mstep: Class 30 contains 14132 members 
Mstep: Class 31 contains 55868 members 
Mstep: Class 32 contains 48150 members 
Mstep: Class 33 contains 13287 members 
Mstep: Class 34 contains 44031 members 
Mstep: Class 35 contains 7553 members 
Mstep: Class 36 contains 4579 members 
Mstep: Class 37 contains 4916 members 
Mstep: Class 38 contains 2029 members 
Mstep: Class 39 contains 4754 members 
Mstep: Class 40 contains 3781 members 
Mstep: Class 41 contains 958 members 
Mstep: Class 42 contains 7046 members 
Mstep: Class 43 contains 1340 members 
Entering Unmasked Estep 
Score: -147413152.000000 Penalty: 149167.937500
Splitting cluster 29 changes total score from -147396656.000000 to -147413152.000000
So it's getting split into cluster 43.
Entering ConstructFrom: 
Trying to split cluster 30 (14132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14132 members 
Entering Unmasked Estep 
Score: -1871760.500000 Penalty: 2369.937012
	Iteration 0F: 2 clusters Score -1871760 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -1863178.625000 Penalty: 4739.874023
	Iteration 0F: 3 clusters Score -1863179 nChanged 6370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -1880902.875000 Penalty: 4739.874023
	Iteration 1F: 3 clusters Score -1880903 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -1887447.500000 Penalty: 4739.874023
	Iteration 2F: 3 clusters Score -1887448 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -1890731.125000 Penalty: 4739.874023
	Iteration 3F: 3 clusters Score -1890731 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -1891607.750000 Penalty: 4739.874023
	Iteration 4F: 3 clusters Score -1891608 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -1892092.250000 Penalty: 4739.874023
	Iteration 5Q: 3 clusters Score -1892092 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -1892798.750000 Penalty: 4739.874023
	Iteration 6Q: 3 clusters Score -1892799 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -1893294.875000 Penalty: 4739.874023
	Iteration 7Q: 3 clusters Score -1893295 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -1893534.625000 Penalty: 4739.874023
	Iteration 8Q: 3 clusters Score -1893535 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -1893694.000000 Penalty: 4739.874023
	Iteration 9Q: 3 clusters Score -1893694 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -1893853.750000 Penalty: 4739.874023
	Iteration 10Q: 3 clusters Score -1893854 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -1894197 nChanged 102
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Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -1894326 nChanged 65
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Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -1894256 nChanged 70
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -1894309 nChanged 70
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -1894324.500000 Penalty: 4739.874023
	Iteration 20F: 3 clusters Score -1894324 nChanged 45
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Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -1894384 nChanged 36
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Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -1894339.375000 Penalty: 4739.874023
	Iteration 22Q: 3 clusters Score -1894339 nChanged 60
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Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -1894391.250000 Penalty: 4739.874023
	Iteration 23Q: 3 clusters Score -1894391 nChanged 37
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -1894386 nChanged 29
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Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -1894380 nChanged 42
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Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -1894360.500000 Penalty: 4739.874023
	Iteration 26Q: 3 clusters Score -1894360 nChanged 34
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Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -1894345 nChanged 39
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Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -1894405.625000 Penalty: 4739.874023
	Iteration 28Q: 3 clusters Score -1894406 nChanged 40
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Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -1894385 nChanged 27
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Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -1894381 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -1894436 nChanged 51
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Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -1894440 nChanged 69
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Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -1894462 nChanged 83
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Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -1894830 nChanged 113
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Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -1895349 nChanged 132
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Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -1895385 nChanged 99
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Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -1895400 nChanged 88
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Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -1895393 nChanged 105
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Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -1895438 nChanged 130
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Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -1895760 nChanged 172
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Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -1895910 nChanged 160
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Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -1896070 nChanged 140
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Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 5883 members 
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Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -1896343 nChanged 156
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Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -1896280 nChanged 112
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Mstep: Class 1 contains 8546 members 
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Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -1896550 nChanged 96
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Mstep: Class 1 contains 8632 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -1896540 nChanged 93
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Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -1896637 nChanged 93
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Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -1896680 nChanged 126
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Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -1896730 nChanged 120
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Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -1896800 nChanged 114
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Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -1896975 nChanged 92
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Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -1897081 nChanged 94
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9213 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -1897129.625000 Penalty: 4739.874023
	Iteration 55Q: 3 clusters Score -1897130 nChanged 49
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Mstep: Class 1 contains 9248 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -1897164.125000 Penalty: 4739.874023
	Iteration 56Q: 3 clusters Score -1897164 nChanged 58
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Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -1896952.750000 Penalty: 4739.874023
	Iteration 57Q: 3 clusters Score -1896953 nChanged 59
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Mstep: Class 1 contains 9301 members 
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Entering Unmasked Estep 
Score: -1897186.875000 Penalty: 4739.874023
	Iteration 58Q: 3 clusters Score -1897187 nChanged 58
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Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -1897189.750000 Penalty: 4739.874023
	Iteration 59Q: 3 clusters Score -1897190 nChanged 39
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Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -1897224.750000 Penalty: 4739.874023
	Iteration 60F: 3 clusters Score -1897225 nChanged 37
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Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -1897265.875000 Penalty: 4739.874023
	Iteration 61Q: 3 clusters Score -1897266 nChanged 44
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Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -1897224 nChanged 30
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Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -1897180 nChanged 55
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Mstep: Class 1 contains 9394 members 
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Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -1897192 nChanged 20
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Mstep: Class 1 contains 9400 members 
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Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -1897261 nChanged 29
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Mstep: Class 1 contains 9405 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -1897072 nChanged 66
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Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -1897157 nChanged 29
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Mstep: Class 1 contains 9416 members 
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	Iteration 68Q: 3 clusters Score -1897265 nChanged 49
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Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -1897103.625000 Penalty: 4739.874023
	Iteration 69Q: 3 clusters Score -1897104 nChanged 36
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Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -1897288.000000 Penalty: 4739.874023
	Iteration 70Q: 3 clusters Score -1897288 nChanged 42
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Mstep: Class 1 contains 9429 members 
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	Iteration 71Q: 3 clusters Score -1897261 nChanged 27
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Mstep: Class 1 contains 9434 members 
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Entering Unmasked Estep 
Score: -1897199.250000 Penalty: 4739.874023
	Iteration 72Q: 3 clusters Score -1897199 nChanged 20
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Mstep: Class 1 contains 9434 members 
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Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -1897210 nChanged 31
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Mstep: Class 1 contains 9431 members 
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Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -1897212 nChanged 37
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Mstep: Class 1 contains 9430 members 
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Entering Unmasked Estep 
Score: -1897251.625000 Penalty: 4739.874023
	Iteration 75Q: 3 clusters Score -1897252 nChanged 45
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Mstep: Class 1 contains 9435 members 
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Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1897248 nChanged 36
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Mstep: Class 1 contains 9439 members 
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Entering Unmasked Estep 
Score: -1897225.875000 Penalty: 4739.874023
	Iteration 77Q: 3 clusters Score -1897226 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9446 members 
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Entering Unmasked Estep 
Score: -1897195.500000 Penalty: 4739.874023
	Iteration 78Q: 3 clusters Score -1897196 nChanged 35
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Mstep: Class 1 contains 9449 members 
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -1897225 nChanged 41
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Mstep: Class 1 contains 9460 members 
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Entering Unmasked Estep 
Score: -1897017.375000 Penalty: 4739.874023
	Iteration 80F: 3 clusters Score -1897017 nChanged 51
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Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -1897183.000000 Penalty: 4739.874023
	Iteration 81Q: 3 clusters Score -1897183 nChanged 33
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Mstep: Class 1 contains 9458 members 
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Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -1897299 nChanged 43
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Mstep: Class 1 contains 9459 members 
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Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -1897261 nChanged 21
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Mstep: Class 1 contains 9458 members 
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -1897227 nChanged 21
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Mstep: Class 1 contains 9461 members 
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -1897218 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9467 members 
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Entering Unmasked Estep 
Score: -1897231.500000 Penalty: 4739.874023
	Iteration 86Q: 3 clusters Score -1897232 nChanged 43
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Mstep: Class 1 contains 9476 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -1897307.750000 Penalty: 4739.874023
	Iteration 87Q: 3 clusters Score -1897308 nChanged 29
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Mstep: Class 1 contains 9481 members 
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Entering Unmasked Estep 
Score: -1897191.250000 Penalty: 4739.874023
	Iteration 88Q: 3 clusters Score -1897191 nChanged 24
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Mstep: Class 1 contains 9477 members 
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -1897175 nChanged 45
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Mstep: Class 1 contains 9476 members 
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Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -1897225 nChanged 34
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Mstep: Class 1 contains 9480 members 
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -1897097 nChanged 42
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Mstep: Class 1 contains 9478 members 
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Entering Unmasked Estep 
Score: -1897125.875000 Penalty: 4739.874023
	Iteration 92Q: 3 clusters Score -1897126 nChanged 30
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Mstep: Class 1 contains 9474 members 
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -1897210 nChanged 34
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Mstep: Class 1 contains 9482 members 
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -1897074 nChanged 32
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -1897263 nChanged 48
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -1897221 nChanged 35
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	Iteration 97Q: 3 clusters Score -1897156 nChanged 28
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Entering Unmasked Estep 
Score: -1897241.500000 Penalty: 4739.874023
	Iteration 98Q: 3 clusters Score -1897242 nChanged 29
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -1897151 nChanged 45
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Entering Unmasked Estep 
Score: -1897254.625000 Penalty: 4739.874023
	Iteration 100F: 3 clusters Score -1897255 nChanged 44
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Entering Unmasked Estep 
Score: -1897228.500000 Penalty: 4739.874023
	Iteration 101Q: 3 clusters Score -1897228 nChanged 32
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Mstep: Class 1 contains 9493 members 
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Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -1897169 nChanged 31
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Mstep: Class 1 contains 9492 members 
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Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -1897177 nChanged 40
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	Iteration 105Q: 3 clusters Score -1897228 nChanged 34
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	Iteration 106Q: 3 clusters Score -1897241 nChanged 18
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	Iteration 120F: 3 clusters Score -1897131 nChanged 43
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	Iteration 160F: 3 clusters Score -1897285 nChanged 32
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	Iteration 165Q: 3 clusters Score -1897194 nChanged 26
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	Iteration 168Q: 3 clusters Score -1897217 nChanged 25
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	Iteration 171Q: 3 clusters Score -1897262 nChanged 17
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	Iteration 174Q: 3 clusters Score -1897208 nChanged 44
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	Iteration 178Q: 3 clusters Score -1897138 nChanged 44
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	Iteration 181Q: 3 clusters Score -1897226 nChanged 33
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	Iteration 184Q: 3 clusters Score -1896846 nChanged 35
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	Iteration 187Q: 3 clusters Score -1897240 nChanged 31
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	Iteration 196Q: 3 clusters Score -1897257 nChanged 34
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Entering Unmasked Estep 
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	Iteration 200F: 3 clusters Score -1897242 nChanged 58
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	Iteration 201Q: 3 clusters Score -1897206 nChanged 43
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	Iteration 202Q: 3 clusters Score -1897190 nChanged 38
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	Iteration 203Q: 3 clusters Score -1897224 nChanged 38
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	Iteration 204Q: 3 clusters Score -1897241 nChanged 34
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	Iteration 205Q: 3 clusters Score -1897247 nChanged 31
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	Iteration 206Q: 3 clusters Score -1897201 nChanged 48
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	Iteration 207Q: 3 clusters Score -1897211 nChanged 41
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	Iteration 208Q: 3 clusters Score -1897234 nChanged 19
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	Iteration 212Q: 3 clusters Score -1897210 nChanged 35
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	Iteration 214Q: 3 clusters Score -1897193 nChanged 26
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	Iteration 216Q: 3 clusters Score -1897045 nChanged 34
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	Iteration 217Q: 3 clusters Score -1897208 nChanged 40
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	Iteration 218Q: 3 clusters Score -1897031 nChanged 37
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	Iteration 220F: 3 clusters Score -1897132 nChanged 36
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	Iteration 229Q: 3 clusters Score -1897256 nChanged 21
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	Iteration 230Q: 3 clusters Score -1897266 nChanged 44
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	Iteration 233Q: 3 clusters Score -1897183 nChanged 39
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	Iteration 236Q: 3 clusters Score -1897248 nChanged 25
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	Iteration 240F: 3 clusters Score -1897209 nChanged 30
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	Iteration 241Q: 3 clusters Score -1897259 nChanged 28
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	Iteration 242Q: 3 clusters Score -1897235 nChanged 33
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	Iteration 243Q: 3 clusters Score -1897226 nChanged 16
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	Iteration 244Q: 3 clusters Score -1897294 nChanged 24
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	Iteration 246Q: 3 clusters Score -1897308 nChanged 13
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	Iteration 247Q: 3 clusters Score -1897206 nChanged 25
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	Iteration 248Q: 3 clusters Score -1897315 nChanged 17
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	Iteration 249Q: 3 clusters Score -1897171 nChanged 27
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	Iteration 250Q: 3 clusters Score -1897246 nChanged 20
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	Iteration 251Q: 3 clusters Score -1897202 nChanged 30
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	Iteration 252Q: 3 clusters Score -1897247 nChanged 21
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	Iteration 253Q: 3 clusters Score -1896975 nChanged 49
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	Iteration 254Q: 3 clusters Score -1897269 nChanged 25
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	Iteration 255Q: 3 clusters Score -1897207 nChanged 32
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	Iteration 256Q: 3 clusters Score -1897063 nChanged 38
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	Iteration 257Q: 3 clusters Score -1896991 nChanged 37
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	Iteration 258Q: 3 clusters Score -1897007 nChanged 35
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	Iteration 259Q: 3 clusters Score -1897156 nChanged 28
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	Iteration 260F: 3 clusters Score -1897277 nChanged 28
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	Iteration 261Q: 3 clusters Score -1897176 nChanged 36
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	Iteration 262Q: 3 clusters Score -1897242 nChanged 23
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	Iteration 263Q: 3 clusters Score -1897164 nChanged 21
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	Iteration 264Q: 3 clusters Score -1897235 nChanged 19
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	Iteration 265Q: 3 clusters Score -1897286 nChanged 17
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	Iteration 266Q: 3 clusters Score -1897012 nChanged 38
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	Iteration 267Q: 3 clusters Score -1897178 nChanged 48
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	Iteration 268Q: 3 clusters Score -1897200 nChanged 44
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	Iteration 269Q: 3 clusters Score -1897155 nChanged 40
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	Iteration 270Q: 3 clusters Score -1897116 nChanged 34
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	Iteration 271Q: 3 clusters Score -1897257 nChanged 33
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	Iteration 272Q: 3 clusters Score -1897217 nChanged 33
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	Iteration 273Q: 3 clusters Score -1897283 nChanged 26
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	Iteration 274Q: 3 clusters Score -1897171 nChanged 30
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	Iteration 275Q: 3 clusters Score -1896850 nChanged 53
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	Iteration 276Q: 3 clusters Score -1897180 nChanged 43
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	Iteration 277Q: 3 clusters Score -1897148 nChanged 46
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	Iteration 278Q: 3 clusters Score -1897262 nChanged 22
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	Iteration 279Q: 3 clusters Score -1897212 nChanged 41
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	Iteration 280F: 3 clusters Score -1897136 nChanged 17
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	Iteration 281Q: 3 clusters Score -1897252 nChanged 38
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	Iteration 282Q: 3 clusters Score -1897222 nChanged 31
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	Iteration 285Q: 3 clusters Score -1897250 nChanged 34
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	Iteration 292Q: 3 clusters Score -1897263 nChanged 14
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 300F: 3 clusters Score -1897278 nChanged 30
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	Iteration 303Q: 3 clusters Score -1897208 nChanged 21
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	Iteration 304Q: 3 clusters Score -1897223 nChanged 25
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Entering Unmasked Estep 
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	Iteration 309Q: 3 clusters Score -1897240 nChanged 23
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	Iteration 310Q: 3 clusters Score -1897158 nChanged 46
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	Iteration 339Q: 3 clusters Score -1896911 nChanged 34
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	Iteration 340F: 3 clusters Score -1897094 nChanged 37
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	Iteration 341Q: 3 clusters Score -1897221 nChanged 40
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	Iteration 343Q: 3 clusters Score -1897170 nChanged 21
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	Iteration 344Q: 3 clusters Score -1897245 nChanged 31
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	Iteration 345Q: 3 clusters Score -1897022 nChanged 32
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	Iteration 347Q: 3 clusters Score -1897185 nChanged 19
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	Iteration 348Q: 3 clusters Score -1897220 nChanged 22
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	Iteration 349Q: 3 clusters Score -1897225 nChanged 21
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	Iteration 350Q: 3 clusters Score -1897290 nChanged 26
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	Iteration 351Q: 3 clusters Score -1897266 nChanged 23
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	Iteration 352Q: 3 clusters Score -1897215 nChanged 27
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	Iteration 353Q: 3 clusters Score -1897188 nChanged 32
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	Iteration 354Q: 3 clusters Score -1896858 nChanged 53
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	Iteration 355Q: 3 clusters Score -1897088 nChanged 29
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	Iteration 356Q: 3 clusters Score -1897227 nChanged 29
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	Iteration 357Q: 3 clusters Score -1897193 nChanged 28
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	Iteration 358Q: 3 clusters Score -1897240 nChanged 28
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	Iteration 359Q: 3 clusters Score -1897075 nChanged 49
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	Iteration 360F: 3 clusters Score -1897302 nChanged 34
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	Iteration 361Q: 3 clusters Score -1896909 nChanged 30
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	Iteration 362Q: 3 clusters Score -1897224 nChanged 37
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	Iteration 363Q: 3 clusters Score -1897244 nChanged 37
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	Iteration 364Q: 3 clusters Score -1897275 nChanged 28
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	Iteration 365Q: 3 clusters Score -1897139 nChanged 16
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	Iteration 366Q: 3 clusters Score -1897232 nChanged 21
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	Iteration 367Q: 3 clusters Score -1897298 nChanged 21
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	Iteration 368Q: 3 clusters Score -1897016 nChanged 35
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	Iteration 369Q: 3 clusters Score -1897210 nChanged 33
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	Iteration 370Q: 3 clusters Score -1897230 nChanged 30
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	Iteration 371Q: 3 clusters Score -1897162 nChanged 30
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	Iteration 372Q: 3 clusters Score -1897236 nChanged 32
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	Iteration 373Q: 3 clusters Score -1897153 nChanged 34
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	Iteration 374Q: 3 clusters Score -1897230 nChanged 14
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	Iteration 375Q: 3 clusters Score -1897226 nChanged 33
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	Iteration 376Q: 3 clusters Score -1897245 nChanged 22
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	Iteration 377Q: 3 clusters Score -1897214 nChanged 25
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	Iteration 379Q: 3 clusters Score -1897005 nChanged 41
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	Iteration 380F: 3 clusters Score -1897268 nChanged 34
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	Iteration 381Q: 3 clusters Score -1897119 nChanged 34
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -1897017.375000 Penalty: 4739.874023
	Iteration 475Q: 3 clusters Score -1897017 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -1897269.125000 Penalty: 4739.874023
	Iteration 476Q: 3 clusters Score -1897269 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9530 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -1897242.500000 Penalty: 4739.874023
	Iteration 477Q: 3 clusters Score -1897242 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -1897196.250000 Penalty: 4739.874023
	Iteration 478Q: 3 clusters Score -1897196 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -1897207.750000 Penalty: 4739.874023
	Iteration 479Q: 3 clusters Score -1897208 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -1897181.875000 Penalty: 4739.874023
	Iteration 480F: 3 clusters Score -1897182 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -1897206.500000 Penalty: 4739.874023
	Iteration 481Q: 3 clusters Score -1897206 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9525 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -1897263.375000 Penalty: 4739.874023
	Iteration 482Q: 3 clusters Score -1897263 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -1896805.500000 Penalty: 4739.874023
	Iteration 483Q: 3 clusters Score -1896806 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -1897114.875000 Penalty: 4739.874023
	Iteration 484Q: 3 clusters Score -1897115 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9515 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -1897176.625000 Penalty: 4739.874023
	Iteration 485Q: 3 clusters Score -1897177 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -1897285.375000 Penalty: 4739.874023
	Iteration 486Q: 3 clusters Score -1897285 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -1896722.000000 Penalty: 4739.874023
	Iteration 487Q: 3 clusters Score -1896722 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -1897224.625000 Penalty: 4739.874023
	Iteration 488Q: 3 clusters Score -1897225 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -1897181.500000 Penalty: 4739.874023
	Iteration 489Q: 3 clusters Score -1897182 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -1897269.625000 Penalty: 4739.874023
	Iteration 490Q: 3 clusters Score -1897270 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -1897143.500000 Penalty: 4739.874023
	Iteration 491Q: 3 clusters Score -1897144 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -1897267.375000 Penalty: 4739.874023
	Iteration 492Q: 3 clusters Score -1897267 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -1897260.125000 Penalty: 4739.874023
	Iteration 493Q: 3 clusters Score -1897260 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -1897242.875000 Penalty: 4739.874023
	Iteration 494Q: 3 clusters Score -1897243 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -1897018.125000 Penalty: 4739.874023
	Iteration 495Q: 3 clusters Score -1897018 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -1897184.125000 Penalty: 4739.874023
	Iteration 496Q: 3 clusters Score -1897184 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -1897268.000000 Penalty: 4739.874023
	Iteration 497Q: 3 clusters Score -1897268 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -1897208.125000 Penalty: 4739.874023
	Iteration 498Q: 3 clusters Score -1897208 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9528 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -1897208.500000 Penalty: 4739.874023
	Iteration 499Q: 3 clusters Score -1897208 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -1897106.125000 Penalty: 4739.874023
	Iteration 500F: 3 clusters Score -1897106 nChanged 45
Maximum iterations exceeded
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 47406 members 
Mstep: Class 2 contains 3840 members 
Mstep: Class 3 contains 39670 members 
Mstep: Class 4 contains 3051 members 
Mstep: Class 5 contains 4167 members 
Mstep: Class 6 contains 11752 members 
Mstep: Class 7 contains 6414 members 
Mstep: Class 8 contains 4395 members 
Mstep: Class 9 contains 224436 members 
Mstep: Class 10 contains 27995 members 
Mstep: Class 11 contains 6639 members 
Mstep: Class 12 contains 57504 members 
Mstep: Class 13 contains 8606 members 
Mstep: Class 14 contains 24837 members 
Mstep: Class 15 contains 7803 members 
Mstep: Class 16 contains 23724 members 
Mstep: Class 17 contains 3666 members 
Mstep: Class 18 contains 1869 members 
Mstep: Class 19 contains 17460 members 
Mstep: Class 20 contains 2087 members 
Mstep: Class 21 contains 160272 members 
Mstep: Class 22 contains 181989 members 
Mstep: Class 23 contains 10910 members 
Mstep: Class 24 contains 6670 members 
Mstep: Class 25 contains 10012 members 
Mstep: Class 26 contains 64576 members 
Mstep: Class 27 contains 529 members 
Mstep: Class 28 contains 6397 members 
Mstep: Class 29 contains 6969 members 
Mstep: Class 30 contains 9528 members 
Mstep: Class 31 contains 55868 members 
Mstep: Class 32 contains 48150 members 
Mstep: Class 33 contains 13287 members 
Mstep: Class 34 contains 44031 members 
Mstep: Class 35 contains 7553 members 
Mstep: Class 36 contains 4579 members 
Mstep: Class 37 contains 4916 members 
Mstep: Class 38 contains 2029 members 
Mstep: Class 39 contains 4754 members 
Mstep: Class 40 contains 3781 members 
Mstep: Class 41 contains 958 members 
Mstep: Class 42 contains 7046 members 
Mstep: Class 43 contains 1340 members 
Mstep: Class 44 contains 4604 members 
Entering Unmasked Estep 
Score: -147437056.000000 Penalty: 152636.968750
Splitting cluster 30 changes total score from -147396656.000000 to -147437056.000000
So it's getting split into cluster 44.
Entering ConstructFrom: 
Trying to split cluster 31 (55868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55868 members 
Entering Unmasked Estep 
Score: -6664171.500000 Penalty: 2710.825195
	Iteration 0F: 2 clusters Score -6664172 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28155 members 
Mstep: Class 2 contains 27713 members 
Entering Unmasked Estep 
Score: -6626515.000000 Penalty: 5421.650391
	Iteration 0F: 3 clusters Score -6626515 nChanged 26026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30251 members 
Mstep: Class 2 contains 25617 members 
Entering Unmasked Estep 
Score: -6641452.000000 Penalty: 5421.650391
	Iteration 1F: 3 clusters Score -6641452 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31688 members 
Mstep: Class 2 contains 24180 members 
Entering Unmasked Estep 
Score: -6642623.000000 Penalty: 5421.650391
	Iteration 2F: 3 clusters Score -6642623 nChanged 3076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33742 members 
Mstep: Class 2 contains 22126 members 
Entering Unmasked Estep 
Score: -6644148.500000 Penalty: 5421.650391
	Iteration 3F: 3 clusters Score -6644148 nChanged 3553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36513 members 
Mstep: Class 2 contains 19355 members 
Entering Unmasked Estep 
Score: -6646350.000000 Penalty: 5421.650391
	Iteration 4F: 3 clusters Score -6646350 nChanged 3928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39893 members 
Mstep: Class 2 contains 15975 members 
Entering Unmasked Estep 
Score: -6649333.000000 Penalty: 5421.650391
	Iteration 5F: 3 clusters Score -6649333 nChanged 3987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43526 members 
Mstep: Class 2 contains 12342 members 
Entering Unmasked Estep 
Score: -6652734.500000 Penalty: 5421.650391
	Iteration 6F: 3 clusters Score -6652734 nChanged 3532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46816 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -6655793.500000 Penalty: 5421.650391
	Iteration 7F: 3 clusters Score -6655794 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49387 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -6658136.500000 Penalty: 5421.650391
	Iteration 8Q: 3 clusters Score -6658136 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51178 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -6659611.500000 Penalty: 5421.650391
	Iteration 9Q: 3 clusters Score -6659612 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52374 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -6660568.500000 Penalty: 5421.650391
	Iteration 10Q: 3 clusters Score -6660568 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53188 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -6661147.500000 Penalty: 5421.650391
	Iteration 11Q: 3 clusters Score -6661148 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53698 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -6661476.500000 Penalty: 5421.650391
	Iteration 12Q: 3 clusters Score -6661476 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54054 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -6661696.000000 Penalty: 5421.650391
	Iteration 13Q: 3 clusters Score -6661696 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54297 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -6661826.500000 Penalty: 5421.650391
	Iteration 14Q: 3 clusters Score -6661826 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54488 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -6661941.000000 Penalty: 5421.650391
	Iteration 15Q: 3 clusters Score -6661941 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54623 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -6662008.500000 Penalty: 5421.650391
	Iteration 16Q: 3 clusters Score -6662008 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54721 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -6662053.500000 Penalty: 5421.650391
	Iteration 17Q: 3 clusters Score -6662054 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54798 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -6662092.500000 Penalty: 5421.650391
	Iteration 18Q: 3 clusters Score -6662092 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54849 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -6662131.500000 Penalty: 5421.650391
	Iteration 19Q: 3 clusters Score -6662132 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54900 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -6662148.000000 Penalty: 5421.650391
	Iteration 20F: 3 clusters Score -6662148 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54936 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -6662163.000000 Penalty: 5421.650391
	Iteration 21Q: 3 clusters Score -6662163 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54960 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -6662182.500000 Penalty: 5421.650391
	Iteration 22Q: 3 clusters Score -6662182 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54984 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -6662200.500000 Penalty: 5421.650391
	Iteration 23Q: 3 clusters Score -6662200 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55006 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -6662212.000000 Penalty: 5421.650391
	Iteration 24Q: 3 clusters Score -6662212 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55021 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -6662215.500000 Penalty: 5421.650391
	Iteration 25Q: 3 clusters Score -6662216 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55033 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -6662222.500000 Penalty: 5421.650391
	Iteration 26Q: 3 clusters Score -6662222 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55043 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -6662233.500000 Penalty: 5421.650391
	Iteration 27Q: 3 clusters Score -6662234 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55050 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -6662243.000000 Penalty: 5421.650391
	Iteration 28Q: 3 clusters Score -6662243 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55055 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -6662242.000000 Penalty: 5421.650391
	Iteration 29Q: 3 clusters Score -6662242 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55058 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -6662241.500000 Penalty: 5421.650391
	Iteration 30Q: 3 clusters Score -6662242 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55059 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -6662248.500000 Penalty: 5421.650391
	Iteration 31Q: 3 clusters Score -6662248 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55060 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -6662247.000000 Penalty: 5421.650391
	Iteration 32Q: 3 clusters Score -6662247 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55063 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -6662252.000000 Penalty: 5421.650391
	Iteration 33Q: 3 clusters Score -6662252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55064 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -6662247.000000 Penalty: 5421.650391
	Iteration 34Q: 3 clusters Score -6662247 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55064 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -6662247.000000 Penalty: 5421.650391
	Iteration 35F: 3 clusters Score -6662247 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (48150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48150 members 
Entering Unmasked Estep 
Score: -6091769.000000 Penalty: 2673.955078
	Iteration 0F: 2 clusters Score -6091769 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24124 members 
Mstep: Class 2 contains 24026 members 
Entering Unmasked Estep 
Score: -6059470.000000 Penalty: 5347.910156
	Iteration 0F: 3 clusters Score -6059470 nChanged 22127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24559 members 
Mstep: Class 2 contains 23591 members 
Entering Unmasked Estep 
Score: -6071738.000000 Penalty: 5347.910156
	Iteration 1F: 3 clusters Score -6071738 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24826 members 
Mstep: Class 2 contains 23324 members 
Entering Unmasked Estep 
Score: -6072461.500000 Penalty: 5347.910156
	Iteration 2Q: 3 clusters Score -6072462 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25176 members 
Mstep: Class 2 contains 22974 members 
Entering Unmasked Estep 
Score: -6073244.000000 Penalty: 5347.910156
	Iteration 3Q: 3 clusters Score -6073244 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25648 members 
Mstep: Class 2 contains 22502 members 
Entering Unmasked Estep 
Score: -6074151.500000 Penalty: 5347.910156
	Iteration 4Q: 3 clusters Score -6074152 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26268 members 
Mstep: Class 2 contains 21882 members 
Entering Unmasked Estep 
Score: -6075178.500000 Penalty: 5347.910156
	Iteration 5Q: 3 clusters Score -6075178 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27164 members 
Mstep: Class 2 contains 20986 members 
Entering Unmasked Estep 
Score: -6076274.000000 Penalty: 5347.910156
	Iteration 6Q: 3 clusters Score -6076274 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28356 members 
Mstep: Class 2 contains 19794 members 
Entering Unmasked Estep 
Score: -6077522.500000 Penalty: 5347.910156
	Iteration 7Q: 3 clusters Score -6077522 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29923 members 
Mstep: Class 2 contains 18227 members 
Entering Unmasked Estep 
Score: -6079076.000000 Penalty: 5347.910156
	Iteration 8F: 3 clusters Score -6079076 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31743 members 
Mstep: Class 2 contains 16407 members 
Entering Unmasked Estep 
Score: -6080849.000000 Penalty: 5347.910156
	Iteration 9F: 3 clusters Score -6080849 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33690 members 
Mstep: Class 2 contains 14460 members 
Entering Unmasked Estep 
Score: -6082758.500000 Penalty: 5347.910156
	Iteration 10F: 3 clusters Score -6082758 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35531 members 
Mstep: Class 2 contains 12619 members 
Entering Unmasked Estep 
Score: -6084381.000000 Penalty: 5347.910156
	Iteration 11Q: 3 clusters Score -6084381 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37171 members 
Mstep: Class 2 contains 10979 members 
Entering Unmasked Estep 
Score: -6085589.000000 Penalty: 5347.910156
	Iteration 12Q: 3 clusters Score -6085589 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38636 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -6086580.500000 Penalty: 5347.910156
	Iteration 13Q: 3 clusters Score -6086580 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39971 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -6087440.000000 Penalty: 5347.910156
	Iteration 14Q: 3 clusters Score -6087440 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41094 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -6088082.000000 Penalty: 5347.910156
	Iteration 15Q: 3 clusters Score -6088082 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42013 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -6088611.000000 Penalty: 5347.910156
	Iteration 16Q: 3 clusters Score -6088611 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42804 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -6089031.500000 Penalty: 5347.910156
	Iteration 17Q: 3 clusters Score -6089032 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43428 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -6089374.500000 Penalty: 5347.910156
	Iteration 18Q: 3 clusters Score -6089374 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43962 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -6089652.500000 Penalty: 5347.910156
	Iteration 19Q: 3 clusters Score -6089652 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44384 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -6089903.000000 Penalty: 5347.910156
	Iteration 20F: 3 clusters Score -6089903 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44737 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -6090095.000000 Penalty: 5347.910156
	Iteration 21Q: 3 clusters Score -6090095 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45013 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -6090244.000000 Penalty: 5347.910156
	Iteration 22Q: 3 clusters Score -6090244 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45255 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -6090389.500000 Penalty: 5347.910156
	Iteration 23Q: 3 clusters Score -6090390 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45442 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -6090481.000000 Penalty: 5347.910156
	Iteration 24Q: 3 clusters Score -6090481 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45584 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -6090560.000000 Penalty: 5347.910156
	Iteration 25Q: 3 clusters Score -6090560 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45710 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -6090612.500000 Penalty: 5347.910156
	Iteration 26Q: 3 clusters Score -6090612 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45799 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -6090671.000000 Penalty: 5347.910156
	Iteration 27Q: 3 clusters Score -6090671 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45881 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -6090730.000000 Penalty: 5347.910156
	Iteration 28Q: 3 clusters Score -6090730 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45956 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -6090812.000000 Penalty: 5347.910156
	Iteration 29Q: 3 clusters Score -6090812 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46036 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -6090926.000000 Penalty: 5347.910156
	Iteration 30Q: 3 clusters Score -6090926 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46111 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -6091093.000000 Penalty: 5347.910156
	Iteration 31Q: 3 clusters Score -6091093 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46173 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -6091288.000000 Penalty: 5347.910156
	Iteration 32Q: 3 clusters Score -6091288 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46200 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -6091376.500000 Penalty: 5347.910156
	Iteration 33Q: 3 clusters Score -6091376 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46209 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -6091439.000000 Penalty: 5347.910156
	Iteration 34Q: 3 clusters Score -6091439 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46219 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -6091487.500000 Penalty: 5347.910156
	Iteration 35Q: 3 clusters Score -6091488 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46234 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -6091523.500000 Penalty: 5347.910156
	Iteration 36Q: 3 clusters Score -6091524 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46234 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -6091540.000000 Penalty: 5347.910156
	Iteration 37Q: 3 clusters Score -6091540 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46236 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -6091560.000000 Penalty: 5347.910156
	Iteration 38Q: 3 clusters Score -6091560 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46238 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -6091552.500000 Penalty: 5347.910156
	Iteration 39Q: 3 clusters Score -6091552 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46234 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -6091559.500000 Penalty: 5347.910156
	Iteration 40F: 3 clusters Score -6091560 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46225 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -6091557.000000 Penalty: 5347.910156
	Iteration 41Q: 3 clusters Score -6091557 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46220 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -6091561.500000 Penalty: 5347.910156
	Iteration 42Q: 3 clusters Score -6091562 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46219 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -6091556.500000 Penalty: 5347.910156
	Iteration 43Q: 3 clusters Score -6091556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46219 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -6091561.000000 Penalty: 5347.910156
	Iteration 44Q: 3 clusters Score -6091561 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46219 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -6091561.000000 Penalty: 5347.910156
	Iteration 45F: 3 clusters Score -6091561 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (13287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13287 members 
Entering Unmasked Estep 
Score: -1709821.125000 Penalty: 2354.646240
	Iteration 0F: 2 clusters Score -1709821 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -1700133.625000 Penalty: 4709.292480
	Iteration 0F: 3 clusters Score -1700134 nChanged 5635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -1703082.000000 Penalty: 4709.292480
	Iteration 1F: 3 clusters Score -1703082 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -1703407.625000 Penalty: 4709.292480
	Iteration 2F: 3 clusters Score -1703408 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -1703631.000000 Penalty: 4709.292480
	Iteration 3Q: 3 clusters Score -1703631 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -1703835.375000 Penalty: 4709.292480
	Iteration 4Q: 3 clusters Score -1703835 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -1704008.375000 Penalty: 4709.292480
	Iteration 5Q: 3 clusters Score -1704008 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -1704165.625000 Penalty: 4709.292480
	Iteration 6Q: 3 clusters Score -1704166 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -1704313.750000 Penalty: 4709.292480
	Iteration 7Q: 3 clusters Score -1704314 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -1704486.625000 Penalty: 4709.292480
	Iteration 8Q: 3 clusters Score -1704487 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -1704682.000000 Penalty: 4709.292480
	Iteration 9Q: 3 clusters Score -1704682 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -1704920.375000 Penalty: 4709.292480
	Iteration 10Q: 3 clusters Score -1704920 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -1705186.250000 Penalty: 4709.292480
	Iteration 11Q: 3 clusters Score -1705186 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -1705504.000000 Penalty: 4709.292480
	Iteration 12Q: 3 clusters Score -1705504 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10606 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -1705884.500000 Penalty: 4709.292480
	Iteration 13Q: 3 clusters Score -1705884 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11137 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -1706281.500000 Penalty: 4709.292480
	Iteration 14Q: 3 clusters Score -1706282 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11593 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -1706636.500000 Penalty: 4709.292480
	Iteration 15Q: 3 clusters Score -1706636 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11974 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -1706934.625000 Penalty: 4709.292480
	Iteration 16Q: 3 clusters Score -1706935 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12248 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -1707152.750000 Penalty: 4709.292480
	Iteration 17Q: 3 clusters Score -1707153 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12447 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -1707314.875000 Penalty: 4709.292480
	Iteration 18Q: 3 clusters Score -1707315 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12581 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -1707446.375000 Penalty: 4709.292480
	Iteration 19Q: 3 clusters Score -1707446 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12668 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -1707537.250000 Penalty: 4709.292480
	Iteration 20F: 3 clusters Score -1707537 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12726 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1707594.375000 Penalty: 4709.292480
	Iteration 21Q: 3 clusters Score -1707594 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12771 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -1707639.750000 Penalty: 4709.292480
	Iteration 22Q: 3 clusters Score -1707640 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12797 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -1707669.250000 Penalty: 4709.292480
	Iteration 23Q: 3 clusters Score -1707669 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12822 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -1707690.750000 Penalty: 4709.292480
	Iteration 24Q: 3 clusters Score -1707691 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12846 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -1707715.125000 Penalty: 4709.292480
	Iteration 25Q: 3 clusters Score -1707715 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12864 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -1707740.125000 Penalty: 4709.292480
	Iteration 26Q: 3 clusters Score -1707740 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12882 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -1707761.000000 Penalty: 4709.292480
	Iteration 27Q: 3 clusters Score -1707761 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12890 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -1707766.875000 Penalty: 4709.292480
	Iteration 28Q: 3 clusters Score -1707767 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12894 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -1707770.875000 Penalty: 4709.292480
	Iteration 29Q: 3 clusters Score -1707771 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12895 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -1707779.375000 Penalty: 4709.292480
	Iteration 30Q: 3 clusters Score -1707779 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12904 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -1707791.750000 Penalty: 4709.292480
	Iteration 31Q: 3 clusters Score -1707792 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12910 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -1707801.125000 Penalty: 4709.292480
	Iteration 32Q: 3 clusters Score -1707801 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12913 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -1707806.625000 Penalty: 4709.292480
	Iteration 33Q: 3 clusters Score -1707807 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12916 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -1707811.500000 Penalty: 4709.292480
	Iteration 34Q: 3 clusters Score -1707812 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12918 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -1707812.875000 Penalty: 4709.292480
	Iteration 35Q: 3 clusters Score -1707813 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12919 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -1707814.375000 Penalty: 4709.292480
	Iteration 36Q: 3 clusters Score -1707814 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12920 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -1707815.250000 Penalty: 4709.292480
	Iteration 37Q: 3 clusters Score -1707815 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12922 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -1707817.875000 Penalty: 4709.292480
	Iteration 38Q: 3 clusters Score -1707818 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12924 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -1707818.875000 Penalty: 4709.292480
	Iteration 39Q: 3 clusters Score -1707819 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12924 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -1707818.875000 Penalty: 4709.292480
	Iteration 40F: 3 clusters Score -1707819 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (44031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44031 members 
Entering Unmasked Estep 
Score: -5563596.500000 Penalty: 2651.776855
	Iteration 0F: 2 clusters Score -5563596 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22062 members 
Mstep: Class 2 contains 21969 members 
Entering Unmasked Estep 
Score: -5533896.500000 Penalty: 5303.553711
	Iteration 0F: 3 clusters Score -5533896 nChanged 20256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22702 members 
Mstep: Class 2 contains 21329 members 
Entering Unmasked Estep 
Score: -5545277.500000 Penalty: 5303.553711
	Iteration 1F: 3 clusters Score -5545278 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23216 members 
Mstep: Class 2 contains 20815 members 
Entering Unmasked Estep 
Score: -5546249.500000 Penalty: 5303.553711
	Iteration 2F: 3 clusters Score -5546250 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23921 members 
Mstep: Class 2 contains 20110 members 
Entering Unmasked Estep 
Score: -5547546.500000 Penalty: 5303.553711
	Iteration 3F: 3 clusters Score -5547546 nChanged 2752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24789 members 
Mstep: Class 2 contains 19242 members 
Entering Unmasked Estep 
Score: -5549294.000000 Penalty: 5303.553711
	Iteration 4F: 3 clusters Score -5549294 nChanged 2882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25671 members 
Mstep: Class 2 contains 18360 members 
Entering Unmasked Estep 
Score: -5551239.000000 Penalty: 5303.553711
	Iteration 5F: 3 clusters Score -5551239 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26482 members 
Mstep: Class 2 contains 17549 members 
Entering Unmasked Estep 
Score: -5553094.500000 Penalty: 5303.553711
	Iteration 6F: 3 clusters Score -5553094 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27092 members 
Mstep: Class 2 contains 16939 members 
Entering Unmasked Estep 
Score: -5554625.500000 Penalty: 5303.553711
	Iteration 7F: 3 clusters Score -5554626 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27572 members 
Mstep: Class 2 contains 16459 members 
Entering Unmasked Estep 
Score: -5555916.000000 Penalty: 5303.553711
	Iteration 8Q: 3 clusters Score -5555916 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27816 members 
Mstep: Class 2 contains 16215 members 
Entering Unmasked Estep 
Score: -5557005.000000 Penalty: 5303.553711
	Iteration 9Q: 3 clusters Score -5557005 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27895 members 
Mstep: Class 2 contains 16136 members 
Entering Unmasked Estep 
Score: -5558096.500000 Penalty: 5303.553711
	Iteration 10Q: 3 clusters Score -5558096 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27799 members 
Mstep: Class 2 contains 16232 members 
Entering Unmasked Estep 
Score: -5558981.500000 Penalty: 5303.553711
	Iteration 11Q: 3 clusters Score -5558982 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27498 members 
Mstep: Class 2 contains 16533 members 
Entering Unmasked Estep 
Score: -5559765.000000 Penalty: 5303.553711
	Iteration 12Q: 3 clusters Score -5559765 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27041 members 
Mstep: Class 2 contains 16990 members 
Entering Unmasked Estep 
Score: -5560495.000000 Penalty: 5303.553711
	Iteration 13Q: 3 clusters Score -5560495 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26526 members 
Mstep: Class 2 contains 17505 members 
Entering Unmasked Estep 
Score: -5561158.000000 Penalty: 5303.553711
	Iteration 14Q: 3 clusters Score -5561158 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26076 members 
Mstep: Class 2 contains 17955 members 
Entering Unmasked Estep 
Score: -5561699.000000 Penalty: 5303.553711
	Iteration 15Q: 3 clusters Score -5561699 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25649 members 
Mstep: Class 2 contains 18382 members 
Entering Unmasked Estep 
Score: -5562158.500000 Penalty: 5303.553711
	Iteration 16Q: 3 clusters Score -5562158 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25290 members 
Mstep: Class 2 contains 18741 members 
Entering Unmasked Estep 
Score: -5562543.500000 Penalty: 5303.553711
	Iteration 17Q: 3 clusters Score -5562544 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24973 members 
Mstep: Class 2 contains 19058 members 
Entering Unmasked Estep 
Score: -5562844.500000 Penalty: 5303.553711
	Iteration 18Q: 3 clusters Score -5562844 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24745 members 
Mstep: Class 2 contains 19286 members 
Entering Unmasked Estep 
Score: -5563094.500000 Penalty: 5303.553711
	Iteration 19Q: 3 clusters Score -5563094 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24614 members 
Mstep: Class 2 contains 19417 members 
Entering Unmasked Estep 
Score: -5563206.500000 Penalty: 5303.553711
	Iteration 20F: 3 clusters Score -5563206 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24565 members 
Mstep: Class 2 contains 19466 members 
Entering Unmasked Estep 
Score: -5563319.500000 Penalty: 5303.553711
	Iteration 21Q: 3 clusters Score -5563320 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24554 members 
Mstep: Class 2 contains 19477 members 
Entering Unmasked Estep 
Score: -5563382.500000 Penalty: 5303.553711
	Iteration 22Q: 3 clusters Score -5563382 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24599 members 
Mstep: Class 2 contains 19432 members 
Entering Unmasked Estep 
Score: -5563460.500000 Penalty: 5303.553711
	Iteration 23Q: 3 clusters Score -5563460 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24658 members 
Mstep: Class 2 contains 19373 members 
Entering Unmasked Estep 
Score: -5563532.000000 Penalty: 5303.553711
	Iteration 24Q: 3 clusters Score -5563532 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24745 members 
Mstep: Class 2 contains 19286 members 
Entering Unmasked Estep 
Score: -5563619.500000 Penalty: 5303.553711
	Iteration 25Q: 3 clusters Score -5563620 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24849 members 
Mstep: Class 2 contains 19182 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -5563690 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24968 members 
Mstep: Class 2 contains 19063 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -5563760 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25088 members 
Mstep: Class 2 contains 18943 members 
Entering Unmasked Estep 
Score: -5563816.500000 Penalty: 5303.553711
	Iteration 28Q: 3 clusters Score -5563816 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25226 members 
Mstep: Class 2 contains 18805 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -5563907 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25376 members 
Mstep: Class 2 contains 18655 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -5563972 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25511 members 
Mstep: Class 2 contains 18520 members 
Entering Unmasked Estep 
Score: -5564009.500000 Penalty: 5303.553711
	Iteration 31Q: 3 clusters Score -5564010 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25646 members 
Mstep: Class 2 contains 18385 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -5564079 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25802 members 
Mstep: Class 2 contains 18229 members 
Entering Unmasked Estep 
Score: -5564134.000000 Penalty: 5303.553711
	Iteration 33Q: 3 clusters Score -5564134 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25944 members 
Mstep: Class 2 contains 18087 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -5564173 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26073 members 
Mstep: Class 2 contains 17958 members 
Entering Unmasked Estep 
Score: -5564192.500000 Penalty: 5303.553711
	Iteration 35Q: 3 clusters Score -5564192 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26198 members 
Mstep: Class 2 contains 17833 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -5564210 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26322 members 
Mstep: Class 2 contains 17709 members 
Entering Unmasked Estep 
Score: -5564242.500000 Penalty: 5303.553711
	Iteration 37Q: 3 clusters Score -5564242 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26446 members 
Mstep: Class 2 contains 17585 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -5564241 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26559 members 
Mstep: Class 2 contains 17472 members 
Entering Unmasked Estep 
Score: -5564272.500000 Penalty: 5303.553711
	Iteration 39Q: 3 clusters Score -5564272 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26640 members 
Mstep: Class 2 contains 17391 members 
Entering Unmasked Estep 
Score: -5564283.000000 Penalty: 5303.553711
	Iteration 40F: 3 clusters Score -5564283 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26714 members 
Mstep: Class 2 contains 17317 members 
Entering Unmasked Estep 
Score: -5564300.000000 Penalty: 5303.553711
	Iteration 41Q: 3 clusters Score -5564300 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26794 members 
Mstep: Class 2 contains 17237 members 
Entering Unmasked Estep 
Score: -5564324.500000 Penalty: 5303.553711
	Iteration 42Q: 3 clusters Score -5564324 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26876 members 
Mstep: Class 2 contains 17155 members 
Entering Unmasked Estep 
Score: -5564335.000000 Penalty: 5303.553711
	Iteration 43Q: 3 clusters Score -5564335 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26955 members 
Mstep: Class 2 contains 17076 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -5564349 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27005 members 
Mstep: Class 2 contains 17026 members 
Entering Unmasked Estep 
Score: -5564357.500000 Penalty: 5303.553711
	Iteration 45Q: 3 clusters Score -5564358 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27059 members 
Mstep: Class 2 contains 16972 members 
Entering Unmasked Estep 
Score: -5564344.000000 Penalty: 5303.553711
	Iteration 46Q: 3 clusters Score -5564344 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27112 members 
Mstep: Class 2 contains 16919 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -5564350 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27164 members 
Mstep: Class 2 contains 16867 members 
Entering Unmasked Estep 
Score: -5564346.500000 Penalty: 5303.553711
	Iteration 48Q: 3 clusters Score -5564346 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27221 members 
Mstep: Class 2 contains 16810 members 
Entering Unmasked Estep 
Score: -5564338.000000 Penalty: 5303.553711
	Iteration 49Q: 3 clusters Score -5564338 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27286 members 
Mstep: Class 2 contains 16745 members 
Entering Unmasked Estep 
Score: -5564343.000000 Penalty: 5303.553711
	Iteration 50Q: 3 clusters Score -5564343 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27369 members 
Mstep: Class 2 contains 16662 members 
Entering Unmasked Estep 
Score: -5564355.500000 Penalty: 5303.553711
	Iteration 51Q: 3 clusters Score -5564356 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27452 members 
Mstep: Class 2 contains 16579 members 
Entering Unmasked Estep 
Score: -5564380.500000 Penalty: 5303.553711
	Iteration 52Q: 3 clusters Score -5564380 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27538 members 
Mstep: Class 2 contains 16493 members 
Entering Unmasked Estep 
Score: -5564378.500000 Penalty: 5303.553711
	Iteration 53Q: 3 clusters Score -5564378 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27626 members 
Mstep: Class 2 contains 16405 members 
Entering Unmasked Estep 
Score: -5564394.500000 Penalty: 5303.553711
	Iteration 54Q: 3 clusters Score -5564394 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27715 members 
Mstep: Class 2 contains 16316 members 
Entering Unmasked Estep 
Score: -5564425.500000 Penalty: 5303.553711
	Iteration 55Q: 3 clusters Score -5564426 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27791 members 
Mstep: Class 2 contains 16240 members 
Entering Unmasked Estep 
Score: -5564421.500000 Penalty: 5303.553711
	Iteration 56Q: 3 clusters Score -5564422 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27856 members 
Mstep: Class 2 contains 16175 members 
Entering Unmasked Estep 
Score: -5564430.000000 Penalty: 5303.553711
	Iteration 57Q: 3 clusters Score -5564430 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27923 members 
Mstep: Class 2 contains 16108 members 
Entering Unmasked Estep 
Score: -5564442.000000 Penalty: 5303.553711
	Iteration 58Q: 3 clusters Score -5564442 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27990 members 
Mstep: Class 2 contains 16041 members 
Entering Unmasked Estep 
Score: -5564448.500000 Penalty: 5303.553711
	Iteration 59Q: 3 clusters Score -5564448 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28060 members 
Mstep: Class 2 contains 15971 members 
Entering Unmasked Estep 
Score: -5564441.000000 Penalty: 5303.553711
	Iteration 60F: 3 clusters Score -5564441 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28136 members 
Mstep: Class 2 contains 15895 members 
Entering Unmasked Estep 
Score: -5564464.000000 Penalty: 5303.553711
	Iteration 61Q: 3 clusters Score -5564464 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28202 members 
Mstep: Class 2 contains 15829 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -5564468 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28268 members 
Mstep: Class 2 contains 15763 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -5564478 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28340 members 
Mstep: Class 2 contains 15691 members 
Entering Unmasked Estep 
Score: -5564476.500000 Penalty: 5303.553711
	Iteration 64Q: 3 clusters Score -5564476 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28410 members 
Mstep: Class 2 contains 15621 members 
Entering Unmasked Estep 
Score: -5564481.500000 Penalty: 5303.553711
	Iteration 65Q: 3 clusters Score -5564482 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28473 members 
Mstep: Class 2 contains 15558 members 
Entering Unmasked Estep 
Score: -5564502.500000 Penalty: 5303.553711
	Iteration 66Q: 3 clusters Score -5564502 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28525 members 
Mstep: Class 2 contains 15506 members 
Entering Unmasked Estep 
Score: -5564507.000000 Penalty: 5303.553711
	Iteration 67Q: 3 clusters Score -5564507 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28580 members 
Mstep: Class 2 contains 15451 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -5564530 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28630 members 
Mstep: Class 2 contains 15401 members 
Entering Unmasked Estep 
Score: -5564545.000000 Penalty: 5303.553711
	Iteration 69Q: 3 clusters Score -5564545 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28673 members 
Mstep: Class 2 contains 15358 members 
Entering Unmasked Estep 
Score: -5564526.000000 Penalty: 5303.553711
	Iteration 70Q: 3 clusters Score -5564526 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28726 members 
Mstep: Class 2 contains 15305 members 
Entering Unmasked Estep 
Score: -5564522.000000 Penalty: 5303.553711
	Iteration 71Q: 3 clusters Score -5564522 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28759 members 
Mstep: Class 2 contains 15272 members 
Entering Unmasked Estep 
Score: -5564525.000000 Penalty: 5303.553711
	Iteration 72Q: 3 clusters Score -5564525 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28797 members 
Mstep: Class 2 contains 15234 members 
Entering Unmasked Estep 
Score: -5564521.500000 Penalty: 5303.553711
	Iteration 73Q: 3 clusters Score -5564522 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28837 members 
Mstep: Class 2 contains 15194 members 
Entering Unmasked Estep 
Score: -5564531.000000 Penalty: 5303.553711
	Iteration 74Q: 3 clusters Score -5564531 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28870 members 
Mstep: Class 2 contains 15161 members 
Entering Unmasked Estep 
Score: -5564534.000000 Penalty: 5303.553711
	Iteration 75Q: 3 clusters Score -5564534 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28898 members 
Mstep: Class 2 contains 15133 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -5564534 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28926 members 
Mstep: Class 2 contains 15105 members 
Entering Unmasked Estep 
Score: -5564533.500000 Penalty: 5303.553711
	Iteration 77Q: 3 clusters Score -5564534 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28948 members 
Mstep: Class 2 contains 15083 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -5564530 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28963 members 
Mstep: Class 2 contains 15068 members 
Entering Unmasked Estep 
Score: -5564539.500000 Penalty: 5303.553711
	Iteration 79Q: 3 clusters Score -5564540 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28977 members 
Mstep: Class 2 contains 15054 members 
Entering Unmasked Estep 
Score: -5564541.000000 Penalty: 5303.553711
	Iteration 80F: 3 clusters Score -5564541 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28997 members 
Mstep: Class 2 contains 15034 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -5564542 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29013 members 
Mstep: Class 2 contains 15018 members 
Entering Unmasked Estep 
Score: -5564539.000000 Penalty: 5303.553711
	Iteration 82Q: 3 clusters Score -5564539 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29024 members 
Mstep: Class 2 contains 15007 members 
Entering Unmasked Estep 
Score: -5564538.500000 Penalty: 5303.553711
	Iteration 83Q: 3 clusters Score -5564538 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29035 members 
Mstep: Class 2 contains 14996 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -5564539 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29045 members 
Mstep: Class 2 contains 14986 members 
Entering Unmasked Estep 
Score: -5564537.000000 Penalty: 5303.553711
	Iteration 85Q: 3 clusters Score -5564537 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29056 members 
Mstep: Class 2 contains 14975 members 
Entering Unmasked Estep 
Score: -5564540.000000 Penalty: 5303.553711
	Iteration 86Q: 3 clusters Score -5564540 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29068 members 
Mstep: Class 2 contains 14963 members 
Entering Unmasked Estep 
Score: -5564545.500000 Penalty: 5303.553711
	Iteration 87Q: 3 clusters Score -5564546 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29077 members 
Mstep: Class 2 contains 14954 members 
Entering Unmasked Estep 
Score: -5564549.000000 Penalty: 5303.553711
	Iteration 88Q: 3 clusters Score -5564549 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29088 members 
Mstep: Class 2 contains 14943 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -5564546 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29096 members 
Mstep: Class 2 contains 14935 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -5564550 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29102 members 
Mstep: Class 2 contains 14929 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -5564547 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29112 members 
Mstep: Class 2 contains 14919 members 
Entering Unmasked Estep 
Score: -5564554.500000 Penalty: 5303.553711
	Iteration 92Q: 3 clusters Score -5564554 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29123 members 
Mstep: Class 2 contains 14908 members 
Entering Unmasked Estep 
Score: -5564543.500000 Penalty: 5303.553711
	Iteration 93Q: 3 clusters Score -5564544 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29136 members 
Mstep: Class 2 contains 14895 members 
Entering Unmasked Estep 
Score: -5564542.500000 Penalty: 5303.553711
	Iteration 94Q: 3 clusters Score -5564542 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29152 members 
Mstep: Class 2 contains 14879 members 
Entering Unmasked Estep 
Score: -5564535.500000 Penalty: 5303.553711
	Iteration 95Q: 3 clusters Score -5564536 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29162 members 
Mstep: Class 2 contains 14869 members 
Entering Unmasked Estep 
Score: -5564533.000000 Penalty: 5303.553711
	Iteration 96Q: 3 clusters Score -5564533 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29170 members 
Mstep: Class 2 contains 14861 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -5564536 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29178 members 
Mstep: Class 2 contains 14853 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -5564534 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29184 members 
Mstep: Class 2 contains 14847 members 
Entering Unmasked Estep 
Score: -5564541.500000 Penalty: 5303.553711
	Iteration 99Q: 3 clusters Score -5564542 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29191 members 
Mstep: Class 2 contains 14840 members 
Entering Unmasked Estep 
Score: -5564543.500000 Penalty: 5303.553711
	Iteration 100F: 3 clusters Score -5564544 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29199 members 
Mstep: Class 2 contains 14832 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -5564542 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29202 members 
Mstep: Class 2 contains 14829 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -5564543 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29206 members 
Mstep: Class 2 contains 14825 members 
Entering Unmasked Estep 
Score: -5564548.000000 Penalty: 5303.553711
	Iteration 103Q: 3 clusters Score -5564548 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29209 members 
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Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -5564547 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29211 members 
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -5564546 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29213 members 
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Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -5564549 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29215 members 
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -5564547 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29220 members 
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Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -5564541 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29224 members 
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Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -5564542 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29230 members 
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Entering Unmasked Estep 
Score: -5564536.500000 Penalty: 5303.553711
	Iteration 110Q: 3 clusters Score -5564536 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29238 members 
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Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -5564548 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29246 members 
Mstep: Class 2 contains 14785 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -5564547 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29252 members 
Mstep: Class 2 contains 14779 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -5564549 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29256 members 
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Entering Unmasked Estep 
Score: -5564551.500000 Penalty: 5303.553711
	Iteration 114Q: 3 clusters Score -5564552 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29259 members 
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Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -5564551 nChanged 4
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Mstep: Class 1 contains 29263 members 
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Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -5564552 nChanged 7
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Mstep: Class 1 contains 29270 members 
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Entering Unmasked Estep 
Score: -5564550.000000 Penalty: 5303.553711
	Iteration 117Q: 3 clusters Score -5564550 nChanged 6
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -5564560.000000 Penalty: 5303.553711
	Iteration 118Q: 3 clusters Score -5564560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29278 members 
Mstep: Class 2 contains 14753 members 
Entering Unmasked Estep 
Score: -5564553.000000 Penalty: 5303.553711
	Iteration 119Q: 3 clusters Score -5564553 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29283 members 
Mstep: Class 2 contains 14748 members 
Entering Unmasked Estep 
Score: -5564550.500000 Penalty: 5303.553711
	Iteration 120F: 3 clusters Score -5564550 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29290 members 
Mstep: Class 2 contains 14741 members 
Entering Unmasked Estep 
Score: -5564555.500000 Penalty: 5303.553711
	Iteration 121Q: 3 clusters Score -5564556 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29294 members 
Mstep: Class 2 contains 14737 members 
Entering Unmasked Estep 
Score: -5564553.500000 Penalty: 5303.553711
	Iteration 122Q: 3 clusters Score -5564554 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29299 members 
Mstep: Class 2 contains 14732 members 
Entering Unmasked Estep 
Score: -5564555.000000 Penalty: 5303.553711
	Iteration 123Q: 3 clusters Score -5564555 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29301 members 
Mstep: Class 2 contains 14730 members 
Entering Unmasked Estep 
Score: -5564560.500000 Penalty: 5303.553711
	Iteration 124Q: 3 clusters Score -5564560 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29301 members 
Mstep: Class 2 contains 14730 members 
Entering Unmasked Estep 
Score: -5564560.500000 Penalty: 5303.553711
	Iteration 125F: 3 clusters Score -5564560 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 47406 members 
Mstep: Class 2 contains 3840 members 
Mstep: Class 3 contains 39670 members 
Mstep: Class 4 contains 3051 members 
Mstep: Class 5 contains 4167 members 
Mstep: Class 6 contains 11752 members 
Mstep: Class 7 contains 6414 members 
Mstep: Class 8 contains 4395 members 
Mstep: Class 9 contains 224436 members 
Mstep: Class 10 contains 27995 members 
Mstep: Class 11 contains 6639 members 
Mstep: Class 12 contains 57504 members 
Mstep: Class 13 contains 8606 members 
Mstep: Class 14 contains 24837 members 
Mstep: Class 15 contains 7803 members 
Mstep: Class 16 contains 23724 members 
Mstep: Class 17 contains 3666 members 
Mstep: Class 18 contains 1869 members 
Mstep: Class 19 contains 17460 members 
Mstep: Class 20 contains 2087 members 
Mstep: Class 21 contains 160272 members 
Mstep: Class 22 contains 181989 members 
Mstep: Class 23 contains 10910 members 
Mstep: Class 24 contains 6670 members 
Mstep: Class 25 contains 10012 members 
Mstep: Class 26 contains 64576 members 
Mstep: Class 27 contains 529 members 
Mstep: Class 28 contains 6397 members 
Mstep: Class 29 contains 6969 members 
Mstep: Class 30 contains 9528 members 
Mstep: Class 31 contains 55868 members 
Mstep: Class 32 contains 48150 members 
Mstep: Class 33 contains 13287 members 
Mstep: Class 34 contains 29301 members 
Mstep: Class 35 contains 7553 members 
Mstep: Class 36 contains 4579 members 
Mstep: Class 37 contains 4916 members 
Mstep: Class 38 contains 2029 members 
Mstep: Class 39 contains 4754 members 
Mstep: Class 40 contains 3781 members 
Mstep: Class 41 contains 958 members 
Mstep: Class 42 contains 7046 members 
Mstep: Class 43 contains 1340 members 
Mstep: Class 44 contains 4604 members 
Mstep: Class 45 contains 14730 members 
Entering Unmasked Estep 
Score: -147436464.000000 Penalty: 156105.984375
Splitting cluster 34 changes total score from -147396656.000000 to -147436464.000000
So it's getting split into cluster 45.
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 47406 members 
Mstep: Class 2 contains 3840 members 
Mstep: Class 3 contains 39670 members 
Mstep: Class 4 contains 3051 members 
Mstep: Class 5 contains 4167 members 
Mstep: Class 6 contains 11752 members 
Mstep: Class 7 contains 6414 members 
Mstep: Class 8 contains 4395 members 
Mstep: Class 9 contains 224436 members 
Mstep: Class 10 contains 27995 members 
Mstep: Class 11 contains 6639 members 
Mstep: Class 12 contains 57504 members 
Mstep: Class 13 contains 8606 members 
Mstep: Class 14 contains 24837 members 
Mstep: Class 15 contains 7803 members 
Mstep: Class 16 contains 23724 members 
Mstep: Class 17 contains 3666 members 
Mstep: Class 18 contains 1869 members 
Mstep: Class 19 contains 17460 members 
Mstep: Class 20 contains 2087 members 
Mstep: Class 21 contains 160272 members 
Mstep: Class 22 contains 181989 members 
Mstep: Class 23 contains 10910 members 
Mstep: Class 24 contains 6670 members 
Mstep: Class 25 contains 10012 members 
Mstep: Class 26 contains 64576 members 
Mstep: Class 27 contains 529 members 
Mstep: Class 28 contains 6397 members 
Mstep: Class 29 contains 6969 members 
Mstep: Class 30 contains 9528 members 
Mstep: Class 31 contains 55868 members 
Mstep: Class 32 contains 48150 members 
Mstep: Class 33 contains 13287 members 
Mstep: Class 34 contains 29301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147443008.000000 Penalty: 156105.984375
Iteration 79Q: 46 clusters Score -1.47443e+08 nChanged 10581
Entering Unmasked Mstep 
Mstep: Class 0 contains 181 members 
Mstep: Class 1 contains 47376 members 
Mstep: Class 2 contains 3919 members 
Mstep: Class 3 contains 39652 members 
Mstep: Class 4 contains 3030 members 
Mstep: Class 5 contains 4167 members 
Mstep: Class 6 contains 11816 members 
Mstep: Class 7 contains 6411 members 
Mstep: Class 8 contains 4398 members 
Mstep: Class 9 contains 224442 members 
Mstep: Class 10 contains 28122 members 
Mstep: Class 11 contains 6547 members 
Mstep: Class 12 contains 57959 members 
Mstep: Class 13 contains 8858 members 
Mstep: Class 14 contains 24763 members 
Mstep: Class 15 contains 7740 members 
Mstep: Class 16 contains 23792 members 
Mstep: Class 17 contains 3656 members 
Mstep: Class 18 contains 1902 members 
Mstep: Class 19 contains 17600 members 
Mstep: Class 20 contains 2172 members 
Mstep: Class 21 contains 160290 members 
Mstep: Class 22 contains 182347 members 
Mstep: Class 23 contains 11092 members 
Mstep: Class 24 contains 6729 members 
Mstep: Class 25 contains 9853 members 
Mstep: Class 26 contains 64378 members 
Mstep: Class 27 contains 546 members 
Mstep: Class 28 contains 6341 members 
Mstep: Class 29 contains 7818 members 
Mstep: Class 30 contains 9517 members 
Mstep: Class 31 contains 55900 members 
Mstep: Class 32 contains 48215 members 
Mstep: Class 33 contains 13276 members 
Mstep: Class 34 contains 29436 members 
Mstep: Class 35 contains 7315 members 
Mstep: Class 36 contains 4398 members 
Mstep: Class 37 contains 4489 members 
Mstep: Class 38 contains 2024 members 
Mstep: Class 39 contains 4469 members 
Mstep: Class 40 contains 3730 members 
Mstep: Class 41 contains 957 members 
Mstep: Class 42 contains 6817 members 
Mstep: Class 43 contains 1350 members 
Mstep: Class 44 contains 4573 members 
Mstep: Class 45 contains 13886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147451856.000000 Penalty: 156105.984375
Iteration 80F: 46 clusters Score -1.474519e+08 nChanged 8893
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 47299 members 
Mstep: Class 2 contains 3947 members 
Mstep: Class 3 contains 39454 members 
Mstep: Class 4 contains 2940 members 
Mstep: Class 5 contains 4164 members 
Mstep: Class 6 contains 11731 members 
Mstep: Class 7 contains 6409 members 
Mstep: Class 8 contains 4397 members 
Mstep: Class 9 contains 224274 members 
Mstep: Class 10 contains 28117 members 
Mstep: Class 11 contains 6365 members 
Mstep: Class 12 contains 57264 members 
Mstep: Class 13 contains 8869 members 
Mstep: Class 14 contains 24645 members 
Mstep: Class 15 contains 7729 members 
Mstep: Class 16 contains 23744 members 
Mstep: Class 17 contains 3650 members 
Mstep: Class 18 contains 1923 members 
Mstep: Class 19 contains 17458 members 
Mstep: Class 20 contains 2240 members 
Mstep: Class 21 contains 160165 members 
Mstep: Class 22 contains 182318 members 
Mstep: Class 23 contains 10971 members 
Mstep: Class 24 contains 6644 members 
Mstep: Class 25 contains 9739 members 
Mstep: Class 26 contains 64133 members 
Mstep: Class 27 contains 619 members 
Mstep: Class 28 contains 6307 members 
Mstep: Class 29 contains 8418 members 
Mstep: Class 30 contains 9399 members 
Mstep: Class 31 contains 55742 members 
Mstep: Class 32 contains 48032 members 
Mstep: Class 33 contains 13279 members 
Mstep: Class 34 contains 29540 members 
Mstep: Class 35 contains 7492 members 
Mstep: Class 36 contains 4642 members 
Mstep: Class 37 contains 4889 members 
Mstep: Class 38 contains 2107 members 
Mstep: Class 39 contains 4542 members 
Mstep: Class 40 contains 3784 members 
Mstep: Class 41 contains 994 members 
Mstep: Class 42 contains 7074 members 
Mstep: Class 43 contains 1488 members 
Mstep: Class 44 contains 4560 members 
Mstep: Class 45 contains 14641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147457312.000000 Penalty: 156105.984375
Iteration 81Q: 46 clusters Score -1.474573e+08 nChanged 5594
Entering Unmasked Mstep 
Mstep: Class 0 contains 103 members 
Mstep: Class 1 contains 47234 members 
Mstep: Class 2 contains 4007 members 
Mstep: Class 3 contains 39281 members 
Mstep: Class 4 contains 2860 members 
Mstep: Class 5 contains 4164 members 
Mstep: Class 6 contains 11632 members 
Mstep: Class 7 contains 6406 members 
Mstep: Class 8 contains 4399 members 
Mstep: Class 9 contains 224129 members 
Mstep: Class 10 contains 28102 members 
Mstep: Class 11 contains 6298 members 
Mstep: Class 12 contains 56705 members 
Mstep: Class 13 contains 8901 members 
Mstep: Class 14 contains 24575 members 
Mstep: Class 15 contains 7744 members 
Mstep: Class 16 contains 23700 members 
Mstep: Class 17 contains 3658 members 
Mstep: Class 18 contains 1945 members 
Mstep: Class 19 contains 17422 members 
Mstep: Class 20 contains 2311 members 
Mstep: Class 21 contains 160084 members 
Mstep: Class 22 contains 182340 members 
Mstep: Class 23 contains 10943 members 
Mstep: Class 24 contains 6609 members 
Mstep: Class 25 contains 9655 members 
Mstep: Class 26 contains 63954 members 
Mstep: Class 27 contains 603 members 
Mstep: Class 28 contains 6286 members 
Mstep: Class 29 contains 8876 members 
Mstep: Class 30 contains 9374 members 
Mstep: Class 31 contains 55635 members 
Mstep: Class 32 contains 47941 members 
Mstep: Class 33 contains 13289 members 
Mstep: Class 34 contains 29657 members 
Mstep: Class 35 contains 7553 members 
Mstep: Class 36 contains 4784 members 
Mstep: Class 37 contains 5169 members 
Mstep: Class 38 contains 2133 members 
Mstep: Class 39 contains 4559 members 
Mstep: Class 40 contains 3786 members 
Mstep: Class 41 contains 1033 members 
Mstep: Class 42 contains 7232 members 
Mstep: Class 43 contains 1579 members 
Mstep: Class 44 contains 4520 members 
Mstep: Class 45 contains 15079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147458656.000000 Penalty: 156105.984375
Iteration 82Q: 46 clusters Score -1.474587e+08 nChanged 4323
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 47157 members 
Mstep: Class 2 contains 4063 members 
Mstep: Class 3 contains 39144 members 
Mstep: Class 4 contains 2813 members 
Mstep: Class 5 contains 4164 members 
Mstep: Class 6 contains 11546 members 
Mstep: Class 7 contains 6412 members 
Mstep: Class 8 contains 4404 members 
Mstep: Class 9 contains 223964 members 
Mstep: Class 10 contains 28089 members 
Mstep: Class 11 contains 6262 members 
Mstep: Class 12 contains 56297 members 
Mstep: Class 13 contains 8891 members 
Mstep: Class 14 contains 24505 members 
Mstep: Class 15 contains 7766 members 
Mstep: Class 16 contains 23661 members 
Mstep: Class 17 contains 3663 members 
Mstep: Class 18 contains 1968 members 
Mstep: Class 19 contains 17397 members 
Mstep: Class 20 contains 2363 members 
Mstep: Class 21 contains 160039 members 
Mstep: Class 22 contains 182334 members 
Mstep: Class 23 contains 10927 members 
Mstep: Class 24 contains 6600 members 
Mstep: Class 25 contains 9586 members 
Mstep: Class 26 contains 63837 members 
Mstep: Class 27 contains 582 members 
Mstep: Class 28 contains 6276 members 
Mstep: Class 29 contains 9259 members 
Mstep: Class 30 contains 9389 members 
Mstep: Class 31 contains 55626 members 
Mstep: Class 32 contains 47874 members 
Mstep: Class 33 contains 13311 members 
Mstep: Class 34 contains 29758 members 
Mstep: Class 35 contains 7597 members 
Mstep: Class 36 contains 4863 members 
Mstep: Class 37 contains 5364 members 
Mstep: Class 38 contains 2144 members 
Mstep: Class 39 contains 4554 members 
Mstep: Class 40 contains 3754 members 
Mstep: Class 41 contains 1052 members 
Mstep: Class 42 contains 7364 members 
Mstep: Class 43 contains 1661 members 
Mstep: Class 44 contains 4472 members 
Mstep: Class 45 contains 15393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147459184.000000 Penalty: 156105.984375
Iteration 83Q: 46 clusters Score -1.474592e+08 nChanged 3503
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 47082 members 
Mstep: Class 2 contains 4104 members 
Mstep: Class 3 contains 39025 members 
Mstep: Class 4 contains 2781 members 
Mstep: Class 5 contains 4163 members 
Mstep: Class 6 contains 11470 members 
Mstep: Class 7 contains 6412 members 
Mstep: Class 8 contains 4407 members 
Mstep: Class 9 contains 223834 members 
Mstep: Class 10 contains 28080 members 
Mstep: Class 11 contains 6243 members 
Mstep: Class 12 contains 55906 members 
Mstep: Class 13 contains 8868 members 
Mstep: Class 14 contains 24453 members 
Mstep: Class 15 contains 7788 members 
Mstep: Class 16 contains 23619 members 
Mstep: Class 17 contains 3674 members 
Mstep: Class 18 contains 1981 members 
Mstep: Class 19 contains 17368 members 
Mstep: Class 20 contains 2409 members 
Mstep: Class 21 contains 160037 members 
Mstep: Class 22 contains 182289 members 
Mstep: Class 23 contains 10922 members 
Mstep: Class 24 contains 6607 members 
Mstep: Class 25 contains 9535 members 
Mstep: Class 26 contains 63754 members 
Mstep: Class 27 contains 568 members 
Mstep: Class 28 contains 6276 members 
Mstep: Class 29 contains 9567 members 
Mstep: Class 30 contains 9404 members 
Mstep: Class 31 contains 55632 members 
Mstep: Class 32 contains 47811 members 
Mstep: Class 33 contains 13342 members 
Mstep: Class 34 contains 29851 members 
Mstep: Class 35 contains 7649 members 
Mstep: Class 36 contains 4920 members 
Mstep: Class 37 contains 5514 members 
Mstep: Class 38 contains 2154 members 
Mstep: Class 39 contains 4557 members 
Mstep: Class 40 contains 3705 members 
Mstep: Class 41 contains 1067 members 
Mstep: Class 42 contains 7466 members 
Mstep: Class 43 contains 1746 members 
Mstep: Class 44 contains 4433 members 
Mstep: Class 45 contains 15672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147459776.000000 Penalty: 156105.984375
Iteration 84Q: 46 clusters Score -1.474598e+08 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 47017 members 
Mstep: Class 2 contains 4134 members 
Mstep: Class 3 contains 38931 members 
Mstep: Class 4 contains 2753 members 
Mstep: Class 5 contains 4163 members 
Mstep: Class 6 contains 11397 members 
Mstep: Class 7 contains 6413 members 
Mstep: Class 8 contains 4408 members 
Mstep: Class 9 contains 223700 members 
Mstep: Class 10 contains 28070 members 
Mstep: Class 11 contains 6228 members 
Mstep: Class 12 contains 55624 members 
Mstep: Class 13 contains 8850 members 
Mstep: Class 14 contains 24411 members 
Mstep: Class 15 contains 7811 members 
Mstep: Class 16 contains 23572 members 
Mstep: Class 17 contains 3682 members 
Mstep: Class 18 contains 1993 members 
Mstep: Class 19 contains 17362 members 
Mstep: Class 20 contains 2443 members 
Mstep: Class 21 contains 160042 members 
Mstep: Class 22 contains 182246 members 
Mstep: Class 23 contains 10922 members 
Mstep: Class 24 contains 6664 members 
Mstep: Class 25 contains 9490 members 
Mstep: Class 26 contains 63684 members 
Mstep: Class 27 contains 553 members 
Mstep: Class 28 contains 6276 members 
Mstep: Class 29 contains 9808 members 
Mstep: Class 30 contains 9440 members 
Mstep: Class 31 contains 55676 members 
Mstep: Class 32 contains 47748 members 
Mstep: Class 33 contains 13381 members 
Mstep: Class 34 contains 29921 members 
Mstep: Class 35 contains 7684 members 
Mstep: Class 36 contains 4959 members 
Mstep: Class 37 contains 5636 members 
Mstep: Class 38 contains 2160 members 
Mstep: Class 39 contains 4553 members 
Mstep: Class 40 contains 3621 members 
Mstep: Class 41 contains 1081 members 
Mstep: Class 42 contains 7537 members 
Mstep: Class 43 contains 1823 members 
Mstep: Class 44 contains 4380 members 
Mstep: Class 45 contains 15898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147460016.000000 Penalty: 156105.984375
Iteration 85Q: 46 clusters Score -1.4746e+08 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 103 members 
Mstep: Class 1 contains 46946 members 
Mstep: Class 2 contains 4159 members 
Mstep: Class 3 contains 38816 members 
Mstep: Class 4 contains 2716 members 
Mstep: Class 5 contains 4163 members 
Mstep: Class 6 contains 11335 members 
Mstep: Class 7 contains 6415 members 
Mstep: Class 8 contains 4410 members 
Mstep: Class 9 contains 223610 members 
Mstep: Class 10 contains 28054 members 
Mstep: Class 11 contains 6228 members 
Mstep: Class 12 contains 55377 members 
Mstep: Class 13 contains 8846 members 
Mstep: Class 14 contains 24387 members 
Mstep: Class 15 contains 7822 members 
Mstep: Class 16 contains 23533 members 
Mstep: Class 17 contains 3692 members 
Mstep: Class 18 contains 1993 members 
Mstep: Class 19 contains 17364 members 
Mstep: Class 20 contains 2478 members 
Mstep: Class 21 contains 160029 members 
Mstep: Class 22 contains 182206 members 
Mstep: Class 23 contains 10932 members 
Mstep: Class 24 contains 6723 members 
Mstep: Class 25 contains 9465 members 
Mstep: Class 26 contains 63618 members 
Mstep: Class 27 contains 544 members 
Mstep: Class 28 contains 6272 members 
Mstep: Class 29 contains 9999 members 
Mstep: Class 30 contains 9476 members 
Mstep: Class 31 contains 55717 members 
Mstep: Class 32 contains 47693 members 
Mstep: Class 33 contains 13416 members 
Mstep: Class 34 contains 29960 members 
Mstep: Class 35 contains 7729 members 
Mstep: Class 36 contains 4984 members 
Mstep: Class 37 contains 5785 members 
Mstep: Class 38 contains 2161 members 
Mstep: Class 39 contains 4548 members 
Mstep: Class 40 contains 3523 members 
Mstep: Class 41 contains 1094 members 
Mstep: Class 42 contains 7601 members 
Mstep: Class 43 contains 1904 members 
Mstep: Class 44 contains 4340 members 
Mstep: Class 45 contains 16083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147460864.000000 Penalty: 156105.984375
Iteration 86Q: 46 clusters Score -1.474609e+08 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 103 members 
Mstep: Class 1 contains 46877 members 
Mstep: Class 2 contains 4182 members 
Mstep: Class 3 contains 38714 members 
Mstep: Class 4 contains 2687 members 
Mstep: Class 5 contains 4162 members 
Mstep: Class 6 contains 11297 members 
Mstep: Class 7 contains 6421 members 
Mstep: Class 8 contains 4409 members 
Mstep: Class 9 contains 223529 members 
Mstep: Class 10 contains 28042 members 
Mstep: Class 11 contains 6226 members 
Mstep: Class 12 contains 55155 members 
Mstep: Class 13 contains 8840 members 
Mstep: Class 14 contains 24353 members 
Mstep: Class 15 contains 7829 members 
Mstep: Class 16 contains 23496 members 
Mstep: Class 17 contains 3701 members 
Mstep: Class 18 contains 1998 members 
Mstep: Class 19 contains 17341 members 
Mstep: Class 20 contains 2503 members 
Mstep: Class 21 contains 160004 members 
Mstep: Class 22 contains 182175 members 
Mstep: Class 23 contains 10944 members 
Mstep: Class 24 contains 6775 members 
Mstep: Class 25 contains 9437 members 
Mstep: Class 26 contains 63572 members 
Mstep: Class 27 contains 538 members 
Mstep: Class 28 contains 6273 members 
Mstep: Class 29 contains 10176 members 
Mstep: Class 30 contains 9495 members 
Mstep: Class 31 contains 55768 members 
Mstep: Class 32 contains 47650 members 
Mstep: Class 33 contains 13443 members 
Mstep: Class 34 contains 30000 members 
Mstep: Class 35 contains 7776 members 
Mstep: Class 36 contains 5017 members 
Mstep: Class 37 contains 5898 members 
Mstep: Class 38 contains 2164 members 
Mstep: Class 39 contains 4549 members 
Mstep: Class 40 contains 3448 members 
Mstep: Class 41 contains 1100 members 
Mstep: Class 42 contains 7652 members 
Mstep: Class 43 contains 1969 members 
Mstep: Class 44 contains 4314 members 
Mstep: Class 45 contains 16247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147461520.000000 Penalty: 156105.984375
Iteration 87Q: 46 clusters Score -1.474615e+08 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 103 members 
Mstep: Class 1 contains 46805 members 
Mstep: Class 2 contains 4202 members 
Mstep: Class 3 contains 38619 members 
Mstep: Class 4 contains 2653 members 
Mstep: Class 5 contains 4162 members 
Mstep: Class 6 contains 11243 members 
Mstep: Class 7 contains 6433 members 
Mstep: Class 8 contains 4409 members 
Mstep: Class 9 contains 223451 members 
Mstep: Class 10 contains 28022 members 
Mstep: Class 11 contains 6222 members 
Mstep: Class 12 contains 54984 members 
Mstep: Class 13 contains 8846 members 
Mstep: Class 14 contains 24320 members 
Mstep: Class 15 contains 7836 members 
Mstep: Class 16 contains 23459 members 
Mstep: Class 17 contains 3704 members 
Mstep: Class 18 contains 2000 members 
Mstep: Class 19 contains 17323 members 
Mstep: Class 20 contains 2527 members 
Mstep: Class 21 contains 160000 members 
Mstep: Class 22 contains 182140 members 
Mstep: Class 23 contains 10949 members 
Mstep: Class 24 contains 6812 members 
Mstep: Class 25 contains 9417 members 
Mstep: Class 26 contains 63518 members 
Mstep: Class 27 contains 536 members 
Mstep: Class 28 contains 6276 members 
Mstep: Class 29 contains 10359 members 
Mstep: Class 30 contains 9513 members 
Mstep: Class 31 contains 55835 members 
Mstep: Class 32 contains 47613 members 
Mstep: Class 33 contains 13465 members 
Mstep: Class 34 contains 30031 members 
Mstep: Class 35 contains 7825 members 
Mstep: Class 36 contains 5052 members 
Mstep: Class 37 contains 5996 members 
Mstep: Class 38 contains 2165 members 
Mstep: Class 39 contains 4539 members 
Mstep: Class 40 contains 3407 members 
Mstep: Class 41 contains 1102 members 
Mstep: Class 42 contains 7696 members 
Mstep: Class 43 contains 2016 members 
Mstep: Class 44 contains 4293 members 
Mstep: Class 45 contains 16371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147461856.000000 Penalty: 156105.984375
Iteration 88Q: 46 clusters Score -1.474619e+08 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 103 members 
Mstep: Class 1 contains 46743 members 
Mstep: Class 2 contains 4219 members 
Mstep: Class 3 contains 38551 members 
Mstep: Class 4 contains 2632 members 
Mstep: Class 5 contains 4162 members 
Mstep: Class 6 contains 11203 members 
Mstep: Class 7 contains 6437 members 
Mstep: Class 8 contains 4408 members 
Mstep: Class 9 contains 223393 members 
Mstep: Class 10 contains 28000 members 
Mstep: Class 11 contains 6226 members 
Mstep: Class 12 contains 54815 members 
Mstep: Class 13 contains 8861 members 
Mstep: Class 14 contains 24275 members 
Mstep: Class 15 contains 7847 members 
Mstep: Class 16 contains 23440 members 
Mstep: Class 17 contains 3709 members 
Mstep: Class 18 contains 1999 members 
Mstep: Class 19 contains 17308 members 
Mstep: Class 20 contains 2535 members 
Mstep: Class 21 contains 160009 members 
Mstep: Class 22 contains 182087 members 
Mstep: Class 23 contains 10943 members 
Mstep: Class 24 contains 6838 members 
Mstep: Class 25 contains 9397 members 
Mstep: Class 26 contains 63481 members 
Mstep: Class 27 contains 535 members 
Mstep: Class 28 contains 6274 members 
Mstep: Class 29 contains 10551 members 
Mstep: Class 30 contains 9527 members 
Mstep: Class 31 contains 55879 members 
Mstep: Class 32 contains 47582 members 
Mstep: Class 33 contains 13476 members 
Mstep: Class 34 contains 30075 members 
Mstep: Class 35 contains 7878 members 
Mstep: Class 36 contains 5072 members 
Mstep: Class 37 contains 6066 members 
Mstep: Class 38 contains 2164 members 
Mstep: Class 39 contains 4539 members 
Mstep: Class 40 contains 3365 members 
Mstep: Class 41 contains 1103 members 
Mstep: Class 42 contains 7733 members 
Mstep: Class 43 contains 2051 members 
Mstep: Class 44 contains 4282 members 
Mstep: Class 45 contains 16476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147461888.000000 Penalty: 156105.984375
Iteration 89Q: 46 clusters Score -1.474619e+08 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 103 members 
Mstep: Class 1 contains 46684 members 
Mstep: Class 2 contains 4234 members 
Mstep: Class 3 contains 38492 members 
Mstep: Class 4 contains 2615 members 
Mstep: Class 5 contains 4162 members 
Mstep: Class 6 contains 11151 members 
Mstep: Class 7 contains 6444 members 
Mstep: Class 8 contains 4409 members 
Mstep: Class 9 contains 223325 members 
Mstep: Class 10 contains 27981 members 
Mstep: Class 11 contains 6237 members 
Mstep: Class 12 contains 54694 members 
Mstep: Class 13 contains 8863 members 
Mstep: Class 14 contains 24241 members 
Mstep: Class 15 contains 7854 members 
Mstep: Class 16 contains 23413 members 
Mstep: Class 17 contains 3711 members 
Mstep: Class 18 contains 2005 members 
Mstep: Class 19 contains 17300 members 
Mstep: Class 20 contains 2544 members 
Mstep: Class 21 contains 160045 members 
Mstep: Class 22 contains 182042 members 
Mstep: Class 23 contains 10940 members 
Mstep: Class 24 contains 6854 members 
Mstep: Class 25 contains 9380 members 
Mstep: Class 26 contains 63442 members 
Mstep: Class 27 contains 535 members 
Mstep: Class 28 contains 6273 members 
Mstep: Class 29 contains 10724 members 
Mstep: Class 30 contains 9546 members 
Mstep: Class 31 contains 55908 members 
Mstep: Class 32 contains 47523 members 
Mstep: Class 33 contains 13486 members 
Mstep: Class 34 contains 30118 members 
Mstep: Class 35 contains 7922 members 
Mstep: Class 36 contains 5092 members 
Mstep: Class 37 contains 6139 members 
Mstep: Class 38 contains 2164 members 
Mstep: Class 39 contains 4541 members 
Mstep: Class 40 contains 3339 members 
Mstep: Class 41 contains 1105 members 
Mstep: Class 42 contains 7758 members 
Mstep: Class 43 contains 2091 members 
Mstep: Class 44 contains 4256 members 
Mstep: Class 45 contains 16564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147462496.000000 Penalty: 156105.984375
Iteration 90Q: 46 clusters Score -1.474625e+08 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 103 members 
Mstep: Class 1 contains 46625 members 
Mstep: Class 2 contains 4253 members 
Mstep: Class 3 contains 38434 members 
Mstep: Class 4 contains 2607 members 
Mstep: Class 5 contains 4162 members 
Mstep: Class 6 contains 11099 members 
Mstep: Class 7 contains 6449 members 
Mstep: Class 8 contains 4409 members 
Mstep: Class 9 contains 223258 members 
Mstep: Class 10 contains 27964 members 
Mstep: Class 11 contains 6235 members 
Mstep: Class 12 contains 54604 members 
Mstep: Class 13 contains 8860 members 
Mstep: Class 14 contains 24209 members 
Mstep: Class 15 contains 7852 members 
Mstep: Class 16 contains 23387 members 
Mstep: Class 17 contains 3712 members 
Mstep: Class 18 contains 2007 members 
Mstep: Class 19 contains 17318 members 
Mstep: Class 20 contains 2548 members 
Mstep: Class 21 contains 160066 members 
Mstep: Class 22 contains 181998 members 
Mstep: Class 23 contains 10933 members 
Mstep: Class 24 contains 6870 members 
Mstep: Class 25 contains 9374 members 
Mstep: Class 26 contains 63421 members 
Mstep: Class 27 contains 534 members 
Mstep: Class 28 contains 6273 members 
Mstep: Class 29 contains 10879 members 
Mstep: Class 30 contains 9565 members 
Mstep: Class 31 contains 55949 members 
Mstep: Class 32 contains 47491 members 
Mstep: Class 33 contains 13487 members 
Mstep: Class 34 contains 30144 members 
Mstep: Class 35 contains 7963 members 
Mstep: Class 36 contains 5107 members 
Mstep: Class 37 contains 6204 members 
Mstep: Class 38 contains 2162 members 
Mstep: Class 39 contains 4545 members 
Mstep: Class 40 contains 3318 members 
Mstep: Class 41 contains 1106 members 
Mstep: Class 42 contains 7774 members 
Mstep: Class 43 contains 2116 members 
Mstep: Class 44 contains 4237 members 
Mstep: Class 45 contains 16638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147462624.000000 Penalty: 156105.984375
Iteration 91Q: 46 clusters Score -1.474626e+08 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 103 members 
Mstep: Class 1 contains 46558 members 
Mstep: Class 2 contains 4270 members 
Mstep: Class 3 contains 38382 members 
Mstep: Class 4 contains 2592 members 
Mstep: Class 5 contains 4162 members 
Mstep: Class 6 contains 11056 members 
Mstep: Class 7 contains 6452 members 
Mstep: Class 8 contains 4408 members 
Mstep: Class 9 contains 223186 members 
Mstep: Class 10 contains 27952 members 
Mstep: Class 11 contains 6237 members 
Mstep: Class 12 contains 54505 members 
Mstep: Class 13 contains 8843 members 
Mstep: Class 14 contains 24175 members 
Mstep: Class 15 contains 7852 members 
Mstep: Class 16 contains 23369 members 
Mstep: Class 17 contains 3715 members 
Mstep: Class 18 contains 2000 members 
Mstep: Class 19 contains 17333 members 
Mstep: Class 20 contains 2553 members 
Mstep: Class 21 contains 160093 members 
Mstep: Class 22 contains 181968 members 
Mstep: Class 23 contains 10930 members 
Mstep: Class 24 contains 6877 members 
Mstep: Class 25 contains 9371 members 
Mstep: Class 26 contains 63401 members 
Mstep: Class 27 contains 534 members 
Mstep: Class 28 contains 6273 members 
Mstep: Class 29 contains 11001 members 
Mstep: Class 30 contains 9580 members 
Mstep: Class 31 contains 56034 members 
Mstep: Class 32 contains 47465 members 
Mstep: Class 33 contains 13493 members 
Mstep: Class 34 contains 30150 members 
Mstep: Class 35 contains 7996 members 
Mstep: Class 36 contains 5120 members 
Mstep: Class 37 contains 6264 members 
Mstep: Class 38 contains 2166 members 
Mstep: Class 39 contains 4542 members 
Mstep: Class 40 contains 3300 members 
Mstep: Class 41 contains 1107 members 
Mstep: Class 42 contains 7805 members 
Mstep: Class 43 contains 2143 members 
Mstep: Class 44 contains 4224 members 
Mstep: Class 45 contains 16709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147462464.000000 Penalty: 156105.984375
Iteration 92Q: 46 clusters Score -1.474625e+08 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 103 members 
Mstep: Class 1 contains 46501 members 
Mstep: Class 2 contains 4285 members 
Mstep: Class 3 contains 38341 members 
Mstep: Class 4 contains 2582 members 
Mstep: Class 5 contains 4162 members 
Mstep: Class 6 contains 11021 members 
Mstep: Class 7 contains 6455 members 
Mstep: Class 8 contains 4409 members 
Mstep: Class 9 contains 223132 members 
Mstep: Class 10 contains 27938 members 
Mstep: Class 11 contains 6239 members 
Mstep: Class 12 contains 54424 members 
Mstep: Class 13 contains 8839 members 
Mstep: Class 14 contains 24153 members 
Mstep: Class 15 contains 7847 members 
Mstep: Class 16 contains 23354 members 
Mstep: Class 17 contains 3716 members 
Mstep: Class 18 contains 2000 members 
Mstep: Class 19 contains 17340 members 
Mstep: Class 20 contains 2557 members 
Mstep: Class 21 contains 160113 members 
Mstep: Class 22 contains 181936 members 
Mstep: Class 23 contains 10939 members 
Mstep: Class 24 contains 6880 members 
Mstep: Class 25 contains 9370 members 
Mstep: Class 26 contains 63397 members 
Mstep: Class 27 contains 534 members 
Mstep: Class 28 contains 6274 members 
Mstep: Class 29 contains 11106 members 
Mstep: Class 30 contains 9595 members 
Mstep: Class 31 contains 56082 members 
Mstep: Class 32 contains 47445 members 
Mstep: Class 33 contains 13502 members 
Mstep: Class 34 contains 30170 members 
Mstep: Class 35 contains 8020 members 
Mstep: Class 36 contains 5131 members 
Mstep: Class 37 contains 6304 members 
Mstep: Class 38 contains 2164 members 
Mstep: Class 39 contains 4543 members 
Mstep: Class 40 contains 3291 members 
Mstep: Class 41 contains 1107 members 
Mstep: Class 42 contains 7817 members 
Mstep: Class 43 contains 2160 members 
Mstep: Class 44 contains 4211 members 
Mstep: Class 45 contains 16760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147462864.000000 Penalty: 156105.984375
Iteration 93Q: 46 clusters Score -1.474629e+08 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 103 members 
Mstep: Class 1 contains 46443 members 
Mstep: Class 2 contains 4297 members 
Mstep: Class 3 contains 38319 members 
Mstep: Class 4 contains 2575 members 
Mstep: Class 5 contains 4162 members 
Mstep: Class 6 contains 10992 members 
Mstep: Class 7 contains 6464 members 
Mstep: Class 8 contains 4409 members 
Mstep: Class 9 contains 223079 members 
Mstep: Class 10 contains 27925 members 
Mstep: Class 11 contains 6240 members 
Mstep: Class 12 contains 54350 members 
Mstep: Class 13 contains 8840 members 
Mstep: Class 14 contains 24133 members 
Mstep: Class 15 contains 7842 members 
Mstep: Class 16 contains 23336 members 
Mstep: Class 17 contains 3718 members 
Mstep: Class 18 contains 1997 members 
Mstep: Class 19 contains 17352 members 
Mstep: Class 20 contains 2561 members 
Mstep: Class 21 contains 160148 members 
Mstep: Class 22 contains 181917 members 
Mstep: Class 23 contains 10939 members 
Mstep: Class 24 contains 6889 members 
Mstep: Class 25 contains 9369 members 
Mstep: Class 26 contains 63391 members 
Mstep: Class 27 contains 536 members 
Mstep: Class 28 contains 6272 members 
Mstep: Class 29 contains 11193 members 
Mstep: Class 30 contains 9609 members 
Mstep: Class 31 contains 56120 members 
Mstep: Class 32 contains 47415 members 
Mstep: Class 33 contains 13507 members 
Mstep: Class 34 contains 30186 members 
Mstep: Class 35 contains 8035 members 
Mstep: Class 36 contains 5147 members 
Mstep: Class 37 contains 6330 members 
Mstep: Class 38 contains 2166 members 
Mstep: Class 39 contains 4545 members 
Mstep: Class 40 contains 3280 members 
Mstep: Class 41 contains 1107 members 
Mstep: Class 42 contains 7828 members 
Mstep: Class 43 contains 2175 members 
Mstep: Class 44 contains 4196 members 
Mstep: Class 45 contains 16812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147462464.000000 Penalty: 156105.984375
Iteration 94Q: 46 clusters Score -1.474625e+08 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 103 members 
Mstep: Class 1 contains 46380 members 
Mstep: Class 2 contains 4306 members 
Mstep: Class 3 contains 38293 members 
Mstep: Class 4 contains 2568 members 
Mstep: Class 5 contains 4162 members 
Mstep: Class 6 contains 10972 members 
Mstep: Class 7 contains 6470 members 
Mstep: Class 8 contains 4410 members 
Mstep: Class 9 contains 223013 members 
Mstep: Class 10 contains 27912 members 
Mstep: Class 11 contains 6239 members 
Mstep: Class 12 contains 54291 members 
Mstep: Class 13 contains 8836 members 
Mstep: Class 14 contains 24108 members 
Mstep: Class 15 contains 7842 members 
Mstep: Class 16 contains 23316 members 
Mstep: Class 17 contains 3719 members 
Mstep: Class 18 contains 1997 members 
Mstep: Class 19 contains 17363 members 
Mstep: Class 20 contains 2565 members 
Mstep: Class 21 contains 160166 members 
Mstep: Class 22 contains 181903 members 
Mstep: Class 23 contains 10945 members 
Mstep: Class 24 contains 6891 members 
Mstep: Class 25 contains 9373 members 
Mstep: Class 26 contains 63384 members 
Mstep: Class 27 contains 537 members 
Mstep: Class 28 contains 6272 members 
Mstep: Class 29 contains 11281 members 
Mstep: Class 30 contains 9627 members 
Mstep: Class 31 contains 56166 members 
Mstep: Class 32 contains 47400 members 
Mstep: Class 33 contains 13514 members 
Mstep: Class 34 contains 30201 members 
Mstep: Class 35 contains 8052 members 
Mstep: Class 36 contains 5164 members 
Mstep: Class 37 contains 6353 members 
Mstep: Class 38 contains 2165 members 
Mstep: Class 39 contains 4549 members 
Mstep: Class 40 contains 3272 members 
Mstep: Class 41 contains 1107 members 
Mstep: Class 42 contains 7835 members 
Mstep: Class 43 contains 2188 members 
Mstep: Class 44 contains 4178 members 
Mstep: Class 45 contains 16861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147462928.000000 Penalty: 156105.984375
Iteration 95Q: 46 clusters Score -1.474629e+08 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 103 members 
Mstep: Class 1 contains 46329 members 
Mstep: Class 2 contains 4314 members 
Mstep: Class 3 contains 38275 members 
Mstep: Class 4 contains 2564 members 
Mstep: Class 5 contains 4162 members 
Mstep: Class 6 contains 10948 members 
Mstep: Class 7 contains 6478 members 
Mstep: Class 8 contains 4409 members 
Mstep: Class 9 contains 222954 members 
Mstep: Class 10 contains 27904 members 
Mstep: Class 11 contains 6241 members 
Mstep: Class 12 contains 54228 members 
Mstep: Class 13 contains 8840 members 
Mstep: Class 14 contains 24090 members 
Mstep: Class 15 contains 7842 members 
Mstep: Class 16 contains 23296 members 
Mstep: Class 17 contains 3721 members 
Mstep: Class 18 contains 1995 members 
Mstep: Class 19 contains 17389 members 
Mstep: Class 20 contains 2568 members 
Mstep: Class 21 contains 160184 members 
Mstep: Class 22 contains 181891 members 
Mstep: Class 23 contains 10947 members 
Mstep: Class 24 contains 6892 members 
Mstep: Class 25 contains 9371 members 
Mstep: Class 26 contains 63380 members 
Mstep: Class 27 contains 537 members 
Mstep: Class 28 contains 6276 members 
Mstep: Class 29 contains 11348 members 
Mstep: Class 30 contains 9646 members 
Mstep: Class 31 contains 56209 members 
Mstep: Class 32 contains 47391 members 
Mstep: Class 33 contains 13517 members 
Mstep: Class 34 contains 30211 members 
Mstep: Class 35 contains 8060 members 
Mstep: Class 36 contains 5169 members 
Mstep: Class 37 contains 6374 members 
Mstep: Class 38 contains 2165 members 
Mstep: Class 39 contains 4551 members 
Mstep: Class 40 contains 3260 members 
Mstep: Class 41 contains 1107 members 
Mstep: Class 42 contains 7839 members 
Mstep: Class 43 contains 2208 members 
Mstep: Class 44 contains 4161 members 
Mstep: Class 45 contains 16905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147463008.000000 Penalty: 156105.984375
Iteration 96Q: 46 clusters Score -1.47463e+08 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 103 members 
Mstep: Class 1 contains 46277 members 
Mstep: Class 2 contains 4321 members 
Mstep: Class 3 contains 38241 members 
Mstep: Class 4 contains 2558 members 
Mstep: Class 5 contains 4162 members 
Mstep: Class 6 contains 10939 members 
Mstep: Class 7 contains 6485 members 
Mstep: Class 8 contains 4409 members 
Mstep: Class 9 contains 222911 members 
Mstep: Class 10 contains 27894 members 
Mstep: Class 11 contains 6241 members 
Mstep: Class 12 contains 54168 members 
Mstep: Class 13 contains 8836 members 
Mstep: Class 14 contains 24072 members 
Mstep: Class 15 contains 7839 members 
Mstep: Class 16 contains 23280 members 
Mstep: Class 17 contains 3726 members 
Mstep: Class 18 contains 1995 members 
Mstep: Class 19 contains 17404 members 
Mstep: Class 20 contains 2571 members 
Mstep: Class 21 contains 160210 members 
Mstep: Class 22 contains 181891 members 
Mstep: Class 23 contains 10946 members 
Mstep: Class 24 contains 6891 members 
Mstep: Class 25 contains 9376 members 
Mstep: Class 26 contains 63373 members 
Mstep: Class 27 contains 536 members 
Mstep: Class 28 contains 6284 members 
Mstep: Class 29 contains 11408 members 
Mstep: Class 30 contains 9654 members 
Mstep: Class 31 contains 56234 members 
Mstep: Class 32 contains 47381 members 
Mstep: Class 33 contains 13523 members 
Mstep: Class 34 contains 30219 members 
Mstep: Class 35 contains 8066 members 
Mstep: Class 36 contains 5178 members 
Mstep: Class 37 contains 6389 members 
Mstep: Class 38 contains 2168 members 
Mstep: Class 39 contains 4554 members 
Mstep: Class 40 contains 3256 members 
Mstep: Class 41 contains 1107 members 
Mstep: Class 42 contains 7846 members 
Mstep: Class 43 contains 2226 members 
Mstep: Class 44 contains 4151 members 
Mstep: Class 45 contains 16950 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147462896.000000 Penalty: 156105.984375
Iteration 97Q: 46 clusters Score -1.474629e+08 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 103 members 
Mstep: Class 1 contains 46228 members 
Mstep: Class 2 contains 4328 members 
Mstep: Class 3 contains 38223 members 
Mstep: Class 4 contains 2550 members 
Mstep: Class 5 contains 4162 members 
Mstep: Class 6 contains 10919 members 
Mstep: Class 7 contains 6487 members 
Mstep: Class 8 contains 4409 members 
Mstep: Class 9 contains 222868 members 
Mstep: Class 10 contains 27884 members 
Mstep: Class 11 contains 6250 members 
Mstep: Class 12 contains 54119 members 
Mstep: Class 13 contains 8835 members 
Mstep: Class 14 contains 24054 members 
Mstep: Class 15 contains 7838 members 
Mstep: Class 16 contains 23269 members 
Mstep: Class 17 contains 3731 members 
Mstep: Class 18 contains 1996 members 
Mstep: Class 19 contains 17416 members 
Mstep: Class 20 contains 2572 members 
Mstep: Class 21 contains 160238 members 
Mstep: Class 22 contains 181888 members 
Mstep: Class 23 contains 10947 members 
Mstep: Class 24 contains 6887 members 
Mstep: Class 25 contains 9373 members 
Mstep: Class 26 contains 63368 members 
Mstep: Class 27 contains 537 members 
Mstep: Class 28 contains 6289 members 
Mstep: Class 29 contains 11454 members 
Mstep: Class 30 contains 9659 members 
Mstep: Class 31 contains 56282 members 
Mstep: Class 32 contains 47366 members 
Mstep: Class 33 contains 13524 members 
Mstep: Class 34 contains 30235 members 
Mstep: Class 35 contains 8074 members 
Mstep: Class 36 contains 5183 members 
Mstep: Class 37 contains 6403 members 
Mstep: Class 38 contains 2169 members 
Mstep: Class 39 contains 4555 members 
Mstep: Class 40 contains 3257 members 
Mstep: Class 41 contains 1107 members 
Mstep: Class 42 contains 7847 members 
Mstep: Class 43 contains 2244 members 
Mstep: Class 44 contains 4143 members 
Mstep: Class 45 contains 16979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147462912.000000 Penalty: 156105.984375
Iteration 98Q: 46 clusters Score -1.474629e+08 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 103 members 
Mstep: Class 1 contains 46167 members 
Mstep: Class 2 contains 4333 members 
Mstep: Class 3 contains 38216 members 
Mstep: Class 4 contains 2537 members 
Mstep: Class 5 contains 4162 members 
Mstep: Class 6 contains 10899 members 
Mstep: Class 7 contains 6491 members 
Mstep: Class 8 contains 4409 members 
Mstep: Class 9 contains 222834 members 
Mstep: Class 10 contains 27877 members 
Mstep: Class 11 contains 6260 members 
Mstep: Class 12 contains 54073 members 
Mstep: Class 13 contains 8835 members 
Mstep: Class 14 contains 24044 members 
Mstep: Class 15 contains 7834 members 
Mstep: Class 16 contains 23257 members 
Mstep: Class 17 contains 3731 members 
Mstep: Class 18 contains 1992 members 
Mstep: Class 19 contains 17421 members 
Mstep: Class 20 contains 2573 members 
Mstep: Class 21 contains 160277 members 
Mstep: Class 22 contains 181891 members 
Mstep: Class 23 contains 10952 members 
Mstep: Class 24 contains 6885 members 
Mstep: Class 25 contains 9373 members 
Mstep: Class 26 contains 63358 members 
Mstep: Class 27 contains 538 members 
Mstep: Class 28 contains 6292 members 
Mstep: Class 29 contains 11518 members 
Mstep: Class 30 contains 9668 members 
Mstep: Class 31 contains 56318 members 
Mstep: Class 32 contains 47341 members 
Mstep: Class 33 contains 13524 members 
Mstep: Class 34 contains 30242 members 
Mstep: Class 35 contains 8083 members 
Mstep: Class 36 contains 5186 members 
Mstep: Class 37 contains 6413 members 
Mstep: Class 38 contains 2167 members 
Mstep: Class 39 contains 4557 members 
Mstep: Class 40 contains 3258 members 
Mstep: Class 41 contains 1107 members 
Mstep: Class 42 contains 7857 members 
Mstep: Class 43 contains 2260 members 
Mstep: Class 44 contains 4139 members 
Mstep: Class 45 contains 16997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147463120.000000 Penalty: 156105.984375
Iteration 99Q: 46 clusters Score -1.474631e+08 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 103 members 
Mstep: Class 1 contains 46111 members 
Mstep: Class 2 contains 4339 members 
Mstep: Class 3 contains 38190 members 
Mstep: Class 4 contains 2527 members 
Mstep: Class 5 contains 4162 members 
Mstep: Class 6 contains 10880 members 
Mstep: Class 7 contains 6497 members 
Mstep: Class 8 contains 4409 members 
Mstep: Class 9 contains 222811 members 
Mstep: Class 10 contains 27871 members 
Mstep: Class 11 contains 6268 members 
Mstep: Class 12 contains 54039 members 
Mstep: Class 13 contains 8835 members 
Mstep: Class 14 contains 24028 members 
Mstep: Class 15 contains 7833 members 
Mstep: Class 16 contains 23242 members 
Mstep: Class 17 contains 3730 members 
Mstep: Class 18 contains 1993 members 
Mstep: Class 19 contains 17428 members 
Mstep: Class 20 contains 2572 members 
Mstep: Class 21 contains 160305 members 
Mstep: Class 22 contains 181898 members 
Mstep: Class 23 contains 10953 members 
Mstep: Class 24 contains 6882 members 
Mstep: Class 25 contains 9374 members 
Mstep: Class 26 contains 63360 members 
Mstep: Class 27 contains 537 members 
Mstep: Class 28 contains 6295 members 
Mstep: Class 29 contains 11585 members 
Mstep: Class 30 contains 9669 members 
Mstep: Class 31 contains 56346 members 
Mstep: Class 32 contains 47317 members 
Mstep: Class 33 contains 13528 members 
Mstep: Class 34 contains 30248 members 
Mstep: Class 35 contains 8086 members 
Mstep: Class 36 contains 5190 members 
Mstep: Class 37 contains 6431 members 
Mstep: Class 38 contains 2164 members 
Mstep: Class 39 contains 4556 members 
Mstep: Class 40 contains 3261 members 
Mstep: Class 41 contains 1108 members 
Mstep: Class 42 contains 7855 members 
Mstep: Class 43 contains 2274 members 
Mstep: Class 44 contains 4140 members 
Mstep: Class 45 contains 17019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147463504.000000 Penalty: 156105.984375
Iteration 100F: 46 clusters Score -1.474635e+08 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 46066 members 
Mstep: Class 2 contains 4343 members 
Mstep: Class 3 contains 38146 members 
Mstep: Class 4 contains 2519 members 
Mstep: Class 5 contains 4162 members 
Mstep: Class 6 contains 10865 members 
Mstep: Class 7 contains 6506 members 
Mstep: Class 8 contains 4409 members 
Mstep: Class 9 contains 222795 members 
Mstep: Class 10 contains 27866 members 
Mstep: Class 11 contains 6264 members 
Mstep: Class 12 contains 53998 members 
Mstep: Class 13 contains 8834 members 
Mstep: Class 14 contains 24009 members 
Mstep: Class 15 contains 7831 members 
Mstep: Class 16 contains 23225 members 
Mstep: Class 17 contains 3734 members 
Mstep: Class 18 contains 1994 members 
Mstep: Class 19 contains 17428 members 
Mstep: Class 20 contains 2573 members 
Mstep: Class 21 contains 160305 members 
Mstep: Class 22 contains 181885 members 
Mstep: Class 23 contains 10952 members 
Mstep: Class 24 contains 6882 members 
Mstep: Class 25 contains 9373 members 
Mstep: Class 26 contains 63355 members 
Mstep: Class 27 contains 534 members 
Mstep: Class 28 contains 6298 members 
Mstep: Class 29 contains 11662 members 
Mstep: Class 30 contains 9672 members 
Mstep: Class 31 contains 56385 members 
Mstep: Class 32 contains 47298 members 
Mstep: Class 33 contains 13529 members 
Mstep: Class 34 contains 30257 members 
Mstep: Class 35 contains 8095 members 
Mstep: Class 36 contains 5199 members 
Mstep: Class 37 contains 6485 members 
Mstep: Class 38 contains 2168 members 
Mstep: Class 39 contains 4554 members 
Mstep: Class 40 contains 3262 members 
Mstep: Class 41 contains 1117 members 
Mstep: Class 42 contains 7853 members 
Mstep: Class 43 contains 2290 members 
Mstep: Class 44 contains 4133 members 
Mstep: Class 45 contains 17043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147463728.000000 Penalty: 156105.984375
Iteration 101Q: 46 clusters Score -1.474637e+08 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 46021 members 
Mstep: Class 2 contains 4343 members 
Mstep: Class 3 contains 38079 members 
Mstep: Class 4 contains 2511 members 
Mstep: Class 5 contains 4162 members 
Mstep: Class 6 contains 10851 members 
Mstep: Class 7 contains 6511 members 
Mstep: Class 8 contains 4409 members 
Mstep: Class 9 contains 222777 members 
Mstep: Class 10 contains 27857 members 
Mstep: Class 11 contains 6265 members 
Mstep: Class 12 contains 53937 members 
Mstep: Class 13 contains 8832 members 
Mstep: Class 14 contains 23993 members 
Mstep: Class 15 contains 7827 members 
Mstep: Class 16 contains 23210 members 
Mstep: Class 17 contains 3735 members 
Mstep: Class 18 contains 1994 members 
Mstep: Class 19 contains 17422 members 
Mstep: Class 20 contains 2575 members 
Mstep: Class 21 contains 160318 members 
Mstep: Class 22 contains 181880 members 
Mstep: Class 23 contains 10960 members 
Mstep: Class 24 contains 6880 members 
Mstep: Class 25 contains 9376 members 
Mstep: Class 26 contains 63359 members 
Mstep: Class 27 contains 532 members 
Mstep: Class 28 contains 6298 members 
Mstep: Class 29 contains 11745 members 
Mstep: Class 30 contains 9674 members 
Mstep: Class 31 contains 56428 members 
Mstep: Class 32 contains 47286 members 
Mstep: Class 33 contains 13531 members 
Mstep: Class 34 contains 30265 members 
Mstep: Class 35 contains 8108 members 
Mstep: Class 36 contains 5210 members 
Mstep: Class 37 contains 6547 members 
Mstep: Class 38 contains 2167 members 
Mstep: Class 39 contains 4551 members 
Mstep: Class 40 contains 3260 members 
Mstep: Class 41 contains 1121 members 
Mstep: Class 42 contains 7855 members 
Mstep: Class 43 contains 2301 members 
Mstep: Class 44 contains 4132 members 
Mstep: Class 45 contains 17062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147463696.000000 Penalty: 156105.984375
Iteration 102Q: 46 clusters Score -1.474637e+08 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 45982 members 
Mstep: Class 2 contains 4344 members 
Mstep: Class 3 contains 38033 members 
Mstep: Class 4 contains 2502 members 
Mstep: Class 5 contains 4162 members 
Mstep: Class 6 contains 10841 members 
Mstep: Class 7 contains 6514 members 
Mstep: Class 8 contains 4409 members 
Mstep: Class 9 contains 222754 members 
Mstep: Class 10 contains 27852 members 
Mstep: Class 11 contains 6266 members 
Mstep: Class 12 contains 53881 members 
Mstep: Class 13 contains 8833 members 
Mstep: Class 14 contains 23978 members 
Mstep: Class 15 contains 7829 members 
Mstep: Class 16 contains 23200 members 
Mstep: Class 17 contains 3735 members 
Mstep: Class 18 contains 2001 members 
Mstep: Class 19 contains 17427 members 
Mstep: Class 20 contains 2577 members 
Mstep: Class 21 contains 160330 members 
Mstep: Class 22 contains 181874 members 
Mstep: Class 23 contains 10965 members 
Mstep: Class 24 contains 6882 members 
Mstep: Class 25 contains 9381 members 
Mstep: Class 26 contains 63359 members 
Mstep: Class 27 contains 530 members 
Mstep: Class 28 contains 6297 members 
Mstep: Class 29 contains 11803 members 
Mstep: Class 30 contains 9665 members 
Mstep: Class 31 contains 56466 members 
Mstep: Class 32 contains 47264 members 
Mstep: Class 33 contains 13533 members 
Mstep: Class 34 contains 30267 members 
Mstep: Class 35 contains 8113 members 
Mstep: Class 36 contains 5219 members 
Mstep: Class 37 contains 6602 members 
Mstep: Class 38 contains 2169 members 
Mstep: Class 39 contains 4550 members 
Mstep: Class 40 contains 3265 members 
Mstep: Class 41 contains 1122 members 
Mstep: Class 42 contains 7858 members 
Mstep: Class 43 contains 2310 members 
Mstep: Class 44 contains 4131 members 
Mstep: Class 45 contains 17082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147463904.000000 Penalty: 156105.984375
Iteration 103Q: 46 clusters Score -1.474639e+08 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 45945 members 
Mstep: Class 2 contains 4345 members 
Mstep: Class 3 contains 37993 members 
Mstep: Class 4 contains 2495 members 
Mstep: Class 5 contains 4162 members 
Mstep: Class 6 contains 10829 members 
Mstep: Class 7 contains 6518 members 
Mstep: Class 8 contains 4409 members 
Mstep: Class 9 contains 222738 members 
Mstep: Class 10 contains 27846 members 
Mstep: Class 11 contains 6272 members 
Mstep: Class 12 contains 53839 members 
Mstep: Class 13 contains 8835 members 
Mstep: Class 14 contains 23967 members 
Mstep: Class 15 contains 7825 members 
Mstep: Class 16 contains 23190 members 
Mstep: Class 17 contains 3737 members 
Mstep: Class 18 contains 2003 members 
Mstep: Class 19 contains 17426 members 
Mstep: Class 20 contains 2579 members 
Mstep: Class 21 contains 160357 members 
Mstep: Class 22 contains 181859 members 
Mstep: Class 23 contains 10964 members 
Mstep: Class 24 contains 6880 members 
Mstep: Class 25 contains 9383 members 
Mstep: Class 26 contains 63352 members 
Mstep: Class 27 contains 526 members 
Mstep: Class 28 contains 6299 members 
Mstep: Class 29 contains 11854 members 
Mstep: Class 30 contains 9664 members 
Mstep: Class 31 contains 56500 members 
Mstep: Class 32 contains 47243 members 
Mstep: Class 33 contains 13537 members 
Mstep: Class 34 contains 30276 members 
Mstep: Class 35 contains 8119 members 
Mstep: Class 36 contains 5227 members 
Mstep: Class 37 contains 6636 members 
Mstep: Class 38 contains 2171 members 
Mstep: Class 39 contains 4549 members 
Mstep: Class 40 contains 3270 members 
Mstep: Class 41 contains 1125 members 
Mstep: Class 42 contains 7865 members 
Mstep: Class 43 contains 2321 members 
Mstep: Class 44 contains 4129 members 
Mstep: Class 45 contains 17098 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147463808.000000 Penalty: 156105.984375
Iteration 104Q: 46 clusters Score -1.474638e+08 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 45908 members 
Mstep: Class 2 contains 4348 members 
Mstep: Class 3 contains 37945 members 
Mstep: Class 4 contains 2485 members 
Mstep: Class 5 contains 4162 members 
Mstep: Class 6 contains 10821 members 
Mstep: Class 7 contains 6520 members 
Mstep: Class 8 contains 4409 members 
Mstep: Class 9 contains 222724 members 
Mstep: Class 10 contains 27840 members 
Mstep: Class 11 contains 6279 members 
Mstep: Class 12 contains 53789 members 
Mstep: Class 13 contains 8838 members 
Mstep: Class 14 contains 23957 members 
Mstep: Class 15 contains 7830 members 
Mstep: Class 16 contains 23179 members 
Mstep: Class 17 contains 3740 members 
Mstep: Class 18 contains 2001 members 
Mstep: Class 19 contains 17422 members 
Mstep: Class 20 contains 2582 members 
Mstep: Class 21 contains 160364 members 
Mstep: Class 22 contains 181860 members 
Mstep: Class 23 contains 10965 members 
Mstep: Class 24 contains 6883 members 
Mstep: Class 25 contains 9385 members 
Mstep: Class 26 contains 63342 members 
Mstep: Class 27 contains 523 members 
Mstep: Class 28 contains 6300 members 
Mstep: Class 29 contains 11890 members 
Mstep: Class 30 contains 9670 members 
Mstep: Class 31 contains 56525 members 
Mstep: Class 32 contains 47232 members 
Mstep: Class 33 contains 13542 members 
Mstep: Class 34 contains 30290 members 
Mstep: Class 35 contains 8130 members 
Mstep: Class 36 contains 5238 members 
Mstep: Class 37 contains 6680 members 
Mstep: Class 38 contains 2169 members 
Mstep: Class 39 contains 4547 members 
Mstep: Class 40 contains 3279 members 
Mstep: Class 41 contains 1126 members 
Mstep: Class 42 contains 7867 members 
Mstep: Class 43 contains 2329 members 
Mstep: Class 44 contains 4127 members 
Mstep: Class 45 contains 17114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147463648.000000 Penalty: 156105.984375
Iteration 105Q: 46 clusters Score -1.474636e+08 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 45871 members 
Mstep: Class 2 contains 4350 members 
Mstep: Class 3 contains 37906 members 
Mstep: Class 4 contains 2473 members 
Mstep: Class 5 contains 4162 members 
Mstep: Class 6 contains 10794 members 
Mstep: Class 7 contains 6522 members 
Mstep: Class 8 contains 4409 members 
Mstep: Class 9 contains 222716 members 
Mstep: Class 10 contains 27833 members 
Mstep: Class 11 contains 6285 members 
Mstep: Class 12 contains 53729 members 
Mstep: Class 13 contains 8839 members 
Mstep: Class 14 contains 23949 members 
Mstep: Class 15 contains 7832 members 
Mstep: Class 16 contains 23169 members 
Mstep: Class 17 contains 3740 members 
Mstep: Class 18 contains 2001 members 
Mstep: Class 19 contains 17431 members 
Mstep: Class 20 contains 2584 members 
Mstep: Class 21 contains 160364 members 
Mstep: Class 22 contains 181841 members 
Mstep: Class 23 contains 10966 members 
Mstep: Class 24 contains 6878 members 
Mstep: Class 25 contains 9396 members 
Mstep: Class 26 contains 63334 members 
Mstep: Class 27 contains 520 members 
Mstep: Class 28 contains 6302 members 
Mstep: Class 29 contains 11927 members 
Mstep: Class 30 contains 9675 members 
Mstep: Class 31 contains 56568 members 
Mstep: Class 32 contains 47227 members 
Mstep: Class 33 contains 13549 members 
Mstep: Class 34 contains 30303 members 
Mstep: Class 35 contains 8136 members 
Mstep: Class 36 contains 5247 members 
Mstep: Class 37 contains 6719 members 
Mstep: Class 38 contains 2170 members 
Mstep: Class 39 contains 4547 members 
Mstep: Class 40 contains 3288 members 
Mstep: Class 41 contains 1128 members 
Mstep: Class 42 contains 7868 members 
Mstep: Class 43 contains 2345 members 
Mstep: Class 44 contains 4122 members 
Mstep: Class 45 contains 17141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147463712.000000 Penalty: 156105.984375
Iteration 106Q: 46 clusters Score -1.474637e+08 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 45834 members 
Mstep: Class 2 contains 4351 members 
Mstep: Class 3 contains 37850 members 
Mstep: Class 4 contains 2454 members 
Mstep: Class 5 contains 4162 members 
Mstep: Class 6 contains 10777 members 
Mstep: Class 7 contains 6525 members 
Mstep: Class 8 contains 4410 members 
Mstep: Class 9 contains 222705 members 
Mstep: Class 10 contains 27826 members 
Mstep: Class 11 contains 6292 members 
Mstep: Class 12 contains 53667 members 
Mstep: Class 13 contains 8843 members 
Mstep: Class 14 contains 23938 members 
Mstep: Class 15 contains 7837 members 
Mstep: Class 16 contains 23162 members 
Mstep: Class 17 contains 3741 members 
Mstep: Class 18 contains 2002 members 
Mstep: Class 19 contains 17437 members 
Mstep: Class 20 contains 2585 members 
Mstep: Class 21 contains 160393 members 
Mstep: Class 22 contains 181839 members 
Mstep: Class 23 contains 10962 members 
Mstep: Class 24 contains 6875 members 
Mstep: Class 25 contains 9408 members 
Mstep: Class 26 contains 63322 members 
Mstep: Class 27 contains 519 members 
Mstep: Class 28 contains 6301 members 
Mstep: Class 29 contains 11987 members 
Mstep: Class 30 contains 9670 members 
Mstep: Class 31 contains 56574 members 
Mstep: Class 32 contains 47217 members 
Mstep: Class 33 contains 13553 members 
Mstep: Class 34 contains 30313 members 
Mstep: Class 35 contains 8140 members 
Mstep: Class 36 contains 5254 members 
Mstep: Class 37 contains 6756 members 
Mstep: Class 38 contains 2169 members 
Mstep: Class 39 contains 4547 members 
Mstep: Class 40 contains 3295 members 
Mstep: Class 41 contains 1129 members 
Mstep: Class 42 contains 7874 members 
Mstep: Class 43 contains 2368 members 
Mstep: Class 44 contains 4127 members 
Mstep: Class 45 contains 17166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147463520.000000 Penalty: 156105.984375
Iteration 107Q: 46 clusters Score -1.474635e+08 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 45789 members 
Mstep: Class 2 contains 4356 members 
Mstep: Class 3 contains 37774 members 
Mstep: Class 4 contains 2432 members 
Mstep: Class 5 contains 4162 members 
Mstep: Class 6 contains 10765 members 
Mstep: Class 7 contains 6524 members 
Mstep: Class 8 contains 4408 members 
Mstep: Class 9 contains 222679 members 
Mstep: Class 10 contains 27820 members 
Mstep: Class 11 contains 6300 members 
Mstep: Class 12 contains 53612 members 
Mstep: Class 13 contains 8841 members 
Mstep: Class 14 contains 23929 members 
Mstep: Class 15 contains 7850 members 
Mstep: Class 16 contains 23158 members 
Mstep: Class 17 contains 3741 members 
Mstep: Class 18 contains 2001 members 
Mstep: Class 19 contains 17445 members 
Mstep: Class 20 contains 2587 members 
Mstep: Class 21 contains 160415 members 
Mstep: Class 22 contains 181856 members 
Mstep: Class 23 contains 10964 members 
Mstep: Class 24 contains 6863 members 
Mstep: Class 25 contains 9423 members 
Mstep: Class 26 contains 63314 members 
Mstep: Class 27 contains 519 members 
Mstep: Class 28 contains 6303 members 
Mstep: Class 29 contains 12043 members 
Mstep: Class 30 contains 9668 members 
Mstep: Class 31 contains 56590 members 
Mstep: Class 32 contains 47203 members 
Mstep: Class 33 contains 13553 members 
Mstep: Class 34 contains 30322 members 
Mstep: Class 35 contains 8144 members 
Mstep: Class 36 contains 5262 members 
Mstep: Class 37 contains 6807 members 
Mstep: Class 38 contains 2172 members 
Mstep: Class 39 contains 4542 members 
Mstep: Class 40 contains 3307 members 
Mstep: Class 41 contains 1129 members 
Mstep: Class 42 contains 7875 members 
Mstep: Class 43 contains 2397 members 
Mstep: Class 44 contains 4127 members 
Mstep: Class 45 contains 17185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147464144.000000 Penalty: 156105.984375
Iteration 108Q: 46 clusters Score -1.474641e+08 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 45751 members 
Mstep: Class 2 contains 4357 members 
Mstep: Class 3 contains 37703 members 
Mstep: Class 4 contains 2411 members 
Mstep: Class 5 contains 4162 members 
Mstep: Class 6 contains 10745 members 
Mstep: Class 7 contains 6521 members 
Mstep: Class 8 contains 4408 members 
Mstep: Class 9 contains 222661 members 
Mstep: Class 10 contains 27815 members 
Mstep: Class 11 contains 6303 members 
Mstep: Class 12 contains 53578 members 
Mstep: Class 13 contains 8842 members 
Mstep: Class 14 contains 23920 members 
Mstep: Class 15 contains 7852 members 
Mstep: Class 16 contains 23158 members 
Mstep: Class 17 contains 3739 members 
Mstep: Class 18 contains 2008 members 
Mstep: Class 19 contains 17440 members 
Mstep: Class 20 contains 2587 members 
Mstep: Class 21 contains 160437 members 
Mstep: Class 22 contains 181852 members 
Mstep: Class 23 contains 10970 members 
Mstep: Class 24 contains 6862 members 
Mstep: Class 25 contains 9428 members 
Mstep: Class 26 contains 63309 members 
Mstep: Class 27 contains 519 members 
Mstep: Class 28 contains 6305 members 
Mstep: Class 29 contains 12090 members 
Mstep: Class 30 contains 9671 members 
Mstep: Class 31 contains 56607 members 
Mstep: Class 32 contains 47190 members 
Mstep: Class 33 contains 13561 members 
Mstep: Class 34 contains 30334 members 
Mstep: Class 35 contains 8148 members 
Mstep: Class 36 contains 5267 members 
Mstep: Class 37 contains 6852 members 
Mstep: Class 38 contains 2169 members 
Mstep: Class 39 contains 4539 members 
Mstep: Class 40 contains 3327 members 
Mstep: Class 41 contains 1129 members 
Mstep: Class 42 contains 7881 members 
Mstep: Class 43 contains 2424 members 
Mstep: Class 44 contains 4120 members 
Mstep: Class 45 contains 17204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147464368.000000 Penalty: 156105.984375
Iteration 109Q: 46 clusters Score -1.474644e+08 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 45721 members 
Mstep: Class 2 contains 4356 members 
Mstep: Class 3 contains 37641 members 
Mstep: Class 4 contains 2381 members 
Mstep: Class 5 contains 4162 members 
Mstep: Class 6 contains 10727 members 
Mstep: Class 7 contains 6520 members 
Mstep: Class 8 contains 4408 members 
Mstep: Class 9 contains 222643 members 
Mstep: Class 10 contains 27812 members 
Mstep: Class 11 contains 6304 members 
Mstep: Class 12 contains 53541 members 
Mstep: Class 13 contains 8839 members 
Mstep: Class 14 contains 23917 members 
Mstep: Class 15 contains 7854 members 
Mstep: Class 16 contains 23154 members 
Mstep: Class 17 contains 3743 members 
Mstep: Class 18 contains 2004 members 
Mstep: Class 19 contains 17444 members 
Mstep: Class 20 contains 2587 members 
Mstep: Class 21 contains 160452 members 
Mstep: Class 22 contains 181846 members 
Mstep: Class 23 contains 10977 members 
Mstep: Class 24 contains 6849 members 
Mstep: Class 25 contains 9432 members 
Mstep: Class 26 contains 63310 members 
Mstep: Class 27 contains 519 members 
Mstep: Class 28 contains 6306 members 
Mstep: Class 29 contains 12117 members 
Mstep: Class 30 contains 9675 members 
Mstep: Class 31 contains 56637 members 
Mstep: Class 32 contains 47172 members 
Mstep: Class 33 contains 13565 members 
Mstep: Class 34 contains 30347 members 
Mstep: Class 35 contains 8149 members 
Mstep: Class 36 contains 5271 members 
Mstep: Class 37 contains 6901 members 
Mstep: Class 38 contains 2170 members 
Mstep: Class 39 contains 4538 members 
Mstep: Class 40 contains 3360 members 
Mstep: Class 41 contains 1129 members 
Mstep: Class 42 contains 7881 members 
Mstep: Class 43 contains 2458 members 
Mstep: Class 44 contains 4119 members 
Mstep: Class 45 contains 17218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147464896.000000 Penalty: 156105.984375
Iteration 110Q: 46 clusters Score -1.474649e+08 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 45686 members 
Mstep: Class 2 contains 4357 members 
Mstep: Class 3 contains 37545 members 
Mstep: Class 4 contains 2348 members 
Mstep: Class 5 contains 4162 members 
Mstep: Class 6 contains 10707 members 
Mstep: Class 7 contains 6520 members 
Mstep: Class 8 contains 4408 members 
Mstep: Class 9 contains 222631 members 
Mstep: Class 10 contains 27810 members 
Mstep: Class 11 contains 6309 members 
Mstep: Class 12 contains 53486 members 
Mstep: Class 13 contains 8838 members 
Mstep: Class 14 contains 23913 members 
Mstep: Class 15 contains 7856 members 
Mstep: Class 16 contains 23147 members 
Mstep: Class 17 contains 3743 members 
Mstep: Class 18 contains 2001 members 
Mstep: Class 19 contains 17455 members 
Mstep: Class 20 contains 2588 members 
Mstep: Class 21 contains 160485 members 
Mstep: Class 22 contains 181855 members 
Mstep: Class 23 contains 10982 members 
Mstep: Class 24 contains 6828 members 
Mstep: Class 25 contains 9433 members 
Mstep: Class 26 contains 63309 members 
Mstep: Class 27 contains 518 members 
Mstep: Class 28 contains 6305 members 
Mstep: Class 29 contains 12154 members 
Mstep: Class 30 contains 9682 members 
Mstep: Class 31 contains 56661 members 
Mstep: Class 32 contains 47159 members 
Mstep: Class 33 contains 13563 members 
Mstep: Class 34 contains 30360 members 
Mstep: Class 35 contains 8151 members 
Mstep: Class 36 contains 5274 members 
Mstep: Class 37 contains 6966 members 
Mstep: Class 38 contains 2171 members 
Mstep: Class 39 contains 4537 members 
Mstep: Class 40 contains 3388 members 
Mstep: Class 41 contains 1129 members 
Mstep: Class 42 contains 7883 members 
Mstep: Class 43 contains 2507 members 
Mstep: Class 44 contains 4115 members 
Mstep: Class 45 contains 17231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147464736.000000 Penalty: 156105.984375
Iteration 111Q: 46 clusters Score -1.474647e+08 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 45653 members 
Mstep: Class 2 contains 4359 members 
Mstep: Class 3 contains 37469 members 
Mstep: Class 4 contains 2294 members 
Mstep: Class 5 contains 4162 members 
Mstep: Class 6 contains 10688 members 
Mstep: Class 7 contains 6520 members 
Mstep: Class 8 contains 4408 members 
Mstep: Class 9 contains 222626 members 
Mstep: Class 10 contains 27810 members 
Mstep: Class 11 contains 6318 members 
Mstep: Class 12 contains 53430 members 
Mstep: Class 13 contains 8838 members 
Mstep: Class 14 contains 23910 members 
Mstep: Class 15 contains 7856 members 
Mstep: Class 16 contains 23146 members 
Mstep: Class 17 contains 3744 members 
Mstep: Class 18 contains 2002 members 
Mstep: Class 19 contains 17461 members 
Mstep: Class 20 contains 2589 members 
Mstep: Class 21 contains 160516 members 
Mstep: Class 22 contains 181869 members 
Mstep: Class 23 contains 10983 members 
Mstep: Class 24 contains 6813 members 
Mstep: Class 25 contains 9449 members 
Mstep: Class 26 contains 63306 members 
Mstep: Class 27 contains 517 members 
Mstep: Class 28 contains 6305 members 
Mstep: Class 29 contains 12197 members 
Mstep: Class 30 contains 9679 members 
Mstep: Class 31 contains 56670 members 
Mstep: Class 32 contains 47135 members 
Mstep: Class 33 contains 13565 members 
Mstep: Class 34 contains 30359 members 
Mstep: Class 35 contains 8157 members 
Mstep: Class 36 contains 5277 members 
Mstep: Class 37 contains 7010 members 
Mstep: Class 38 contains 2169 members 
Mstep: Class 39 contains 4534 members 
Mstep: Class 40 contains 3427 members 
Mstep: Class 41 contains 1129 members 
Mstep: Class 42 contains 7882 members 
Mstep: Class 43 contains 2567 members 
Mstep: Class 44 contains 4120 members 
Mstep: Class 45 contains 17238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147464432.000000 Penalty: 156105.984375
Iteration 112Q: 46 clusters Score -1.474644e+08 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 45630 members 
Mstep: Class 2 contains 4361 members 
Mstep: Class 3 contains 37397 members 
Mstep: Class 4 contains 2252 members 
Mstep: Class 5 contains 4162 members 
Mstep: Class 6 contains 10668 members 
Mstep: Class 7 contains 6521 members 
Mstep: Class 8 contains 4408 members 
Mstep: Class 9 contains 222612 members 
Mstep: Class 10 contains 27808 members 
Mstep: Class 11 contains 6324 members 
Mstep: Class 12 contains 53366 members 
Mstep: Class 13 contains 8836 members 
Mstep: Class 14 contains 23904 members 
Mstep: Class 15 contains 7855 members 
Mstep: Class 16 contains 23148 members 
Mstep: Class 17 contains 3748 members 
Mstep: Class 18 contains 2015 members 
Mstep: Class 19 contains 17465 members 
Mstep: Class 20 contains 2590 members 
Mstep: Class 21 contains 160556 members 
Mstep: Class 22 contains 181878 members 
Mstep: Class 23 contains 10993 members 
Mstep: Class 24 contains 6785 members 
Mstep: Class 25 contains 9463 members 
Mstep: Class 26 contains 63309 members 
Mstep: Class 27 contains 517 members 
Mstep: Class 28 contains 6305 members 
Mstep: Class 29 contains 12229 members 
Mstep: Class 30 contains 9660 members 
Mstep: Class 31 contains 56677 members 
Mstep: Class 32 contains 47120 members 
Mstep: Class 33 contains 13567 members 
Mstep: Class 34 contains 30354 members 
Mstep: Class 35 contains 8167 members 
Mstep: Class 36 contains 5283 members 
Mstep: Class 37 contains 7029 members 
Mstep: Class 38 contains 2171 members 
Mstep: Class 39 contains 4535 members 
Mstep: Class 40 contains 3457 members 
Mstep: Class 41 contains 1129 members 
Mstep: Class 42 contains 7882 members 
Mstep: Class 43 contains 2645 members 
Mstep: Class 44 contains 4124 members 
Mstep: Class 45 contains 17251 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147465024.000000 Penalty: 156105.984375
Iteration 113Q: 46 clusters Score -1.47465e+08 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 45609 members 
Mstep: Class 2 contains 4364 members 
Mstep: Class 3 contains 37340 members 
Mstep: Class 4 contains 2230 members 
Mstep: Class 5 contains 4162 members 
Mstep: Class 6 contains 10653 members 
Mstep: Class 7 contains 6519 members 
Mstep: Class 8 contains 4408 members 
Mstep: Class 9 contains 222592 members 
Mstep: Class 10 contains 27806 members 
Mstep: Class 11 contains 6335 members 
Mstep: Class 12 contains 53296 members 
Mstep: Class 13 contains 8837 members 
Mstep: Class 14 contains 23897 members 
Mstep: Class 15 contains 7857 members 
Mstep: Class 16 contains 23143 members 
Mstep: Class 17 contains 3747 members 
Mstep: Class 18 contains 2009 members 
Mstep: Class 19 contains 17461 members 
Mstep: Class 20 contains 2592 members 
Mstep: Class 21 contains 160592 members 
Mstep: Class 22 contains 181875 members 
Mstep: Class 23 contains 10998 members 
Mstep: Class 24 contains 6751 members 
Mstep: Class 25 contains 9469 members 
Mstep: Class 26 contains 63311 members 
Mstep: Class 27 contains 517 members 
Mstep: Class 28 contains 6306 members 
Mstep: Class 29 contains 12251 members 
Mstep: Class 30 contains 9677 members 
Mstep: Class 31 contains 56694 members 
Mstep: Class 32 contains 47098 members 
Mstep: Class 33 contains 13566 members 
Mstep: Class 34 contains 30360 members 
Mstep: Class 35 contains 8178 members 
Mstep: Class 36 contains 5288 members 
Mstep: Class 37 contains 7059 members 
Mstep: Class 38 contains 2171 members 
Mstep: Class 39 contains 4534 members 
Mstep: Class 40 contains 3466 members 
Mstep: Class 41 contains 1129 members 
Mstep: Class 42 contains 7885 members 
Mstep: Class 43 contains 2744 members 
Mstep: Class 44 contains 4113 members 
Mstep: Class 45 contains 17267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147465104.000000 Penalty: 156105.984375
Iteration 114Q: 46 clusters Score -1.474651e+08 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 45581 members 
Mstep: Class 2 contains 4369 members 
Mstep: Class 3 contains 37290 members 
Mstep: Class 4 contains 2233 members 
Mstep: Class 5 contains 4162 members 
Mstep: Class 6 contains 10635 members 
Mstep: Class 7 contains 6518 members 
Mstep: Class 8 contains 4408 members 
Mstep: Class 9 contains 222580 members 
Mstep: Class 10 contains 27803 members 
Mstep: Class 11 contains 6348 members 
Mstep: Class 12 contains 53228 members 
Mstep: Class 13 contains 8835 members 
Mstep: Class 14 contains 23891 members 
Mstep: Class 15 contains 7855 members 
Mstep: Class 16 contains 23140 members 
Mstep: Class 17 contains 3749 members 
Mstep: Class 18 contains 2004 members 
Mstep: Class 19 contains 17463 members 
Mstep: Class 20 contains 2594 members 
Mstep: Class 21 contains 160628 members 
Mstep: Class 22 contains 181888 members 
Mstep: Class 23 contains 11005 members 
Mstep: Class 24 contains 6705 members 
Mstep: Class 25 contains 9474 members 
Mstep: Class 26 contains 63315 members 
Mstep: Class 27 contains 519 members 
Mstep: Class 28 contains 6308 members 
Mstep: Class 29 contains 12272 members 
Mstep: Class 30 contains 9670 members 
Mstep: Class 31 contains 56699 members 
Mstep: Class 32 contains 47061 members 
Mstep: Class 33 contains 13563 members 
Mstep: Class 34 contains 30358 members 
Mstep: Class 35 contains 8183 members 
Mstep: Class 36 contains 5296 members 
Mstep: Class 37 contains 7077 members 
Mstep: Class 38 contains 2173 members 
Mstep: Class 39 contains 4530 members 
Mstep: Class 40 contains 3459 members 
Mstep: Class 41 contains 1129 members 
Mstep: Class 42 contains 7886 members 
Mstep: Class 43 contains 2860 members 
Mstep: Class 44 contains 4121 members 
Mstep: Class 45 contains 17291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147465392.000000 Penalty: 156105.984375
Iteration 115Q: 46 clusters Score -1.474654e+08 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 45550 members 
Mstep: Class 2 contains 4371 members 
Mstep: Class 3 contains 37231 members 
Mstep: Class 4 contains 2237 members 
Mstep: Class 5 contains 4162 members 
Mstep: Class 6 contains 10618 members 
Mstep: Class 7 contains 6518 members 
Mstep: Class 8 contains 4408 members 
Mstep: Class 9 contains 222578 members 
Mstep: Class 10 contains 27801 members 
Mstep: Class 11 contains 6360 members 
Mstep: Class 12 contains 53175 members 
Mstep: Class 13 contains 8833 members 
Mstep: Class 14 contains 23882 members 
Mstep: Class 15 contains 7852 members 
Mstep: Class 16 contains 23136 members 
Mstep: Class 17 contains 3756 members 
Mstep: Class 18 contains 2008 members 
Mstep: Class 19 contains 17460 members 
Mstep: Class 20 contains 2596 members 
Mstep: Class 21 contains 160650 members 
Mstep: Class 22 contains 181888 members 
Mstep: Class 23 contains 11011 members 
Mstep: Class 24 contains 6681 members 
Mstep: Class 25 contains 9476 members 
Mstep: Class 26 contains 63311 members 
Mstep: Class 27 contains 519 members 
Mstep: Class 28 contains 6310 members 
Mstep: Class 29 contains 12313 members 
Mstep: Class 30 contains 9670 members 
Mstep: Class 31 contains 56699 members 
Mstep: Class 32 contains 47003 members 
Mstep: Class 33 contains 13563 members 
Mstep: Class 34 contains 30359 members 
Mstep: Class 35 contains 8190 members 
Mstep: Class 36 contains 5300 members 
Mstep: Class 37 contains 7094 members 
Mstep: Class 38 contains 2172 members 
Mstep: Class 39 contains 4526 members 
Mstep: Class 40 contains 3446 members 
Mstep: Class 41 contains 1129 members 
Mstep: Class 42 contains 7888 members 
Mstep: Class 43 contains 2986 members 
Mstep: Class 44 contains 4118 members 
Mstep: Class 45 contains 17322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147465392.000000 Penalty: 156105.984375
Iteration 116Q: 46 clusters Score -1.474654e+08 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 45516 members 
Mstep: Class 2 contains 4375 members 
Mstep: Class 3 contains 37186 members 
Mstep: Class 4 contains 2241 members 
Mstep: Class 5 contains 4162 members 
Mstep: Class 6 contains 10599 members 
Mstep: Class 7 contains 6518 members 
Mstep: Class 8 contains 4408 members 
Mstep: Class 9 contains 222576 members 
Mstep: Class 10 contains 27794 members 
Mstep: Class 11 contains 6373 members 
Mstep: Class 12 contains 53127 members 
Mstep: Class 13 contains 8834 members 
Mstep: Class 14 contains 23880 members 
Mstep: Class 15 contains 7847 members 
Mstep: Class 16 contains 23136 members 
Mstep: Class 17 contains 3761 members 
Mstep: Class 18 contains 2007 members 
Mstep: Class 19 contains 17460 members 
Mstep: Class 20 contains 2597 members 
Mstep: Class 21 contains 160672 members 
Mstep: Class 22 contains 181884 members 
Mstep: Class 23 contains 11022 members 
Mstep: Class 24 contains 6666 members 
Mstep: Class 25 contains 9480 members 
Mstep: Class 26 contains 63314 members 
Mstep: Class 27 contains 519 members 
Mstep: Class 28 contains 6313 members 
Mstep: Class 29 contains 12358 members 
Mstep: Class 30 contains 9670 members 
Mstep: Class 31 contains 56693 members 
Mstep: Class 32 contains 46936 members 
Mstep: Class 33 contains 13556 members 
Mstep: Class 34 contains 30366 members 
Mstep: Class 35 contains 8198 members 
Mstep: Class 36 contains 5306 members 
Mstep: Class 37 contains 7100 members 
Mstep: Class 38 contains 2174 members 
Mstep: Class 39 contains 4523 members 
Mstep: Class 40 contains 3421 members 
Mstep: Class 41 contains 1129 members 
Mstep: Class 42 contains 7888 members 
Mstep: Class 43 contains 3113 members 
Mstep: Class 44 contains 4117 members 
Mstep: Class 45 contains 17341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147465632.000000 Penalty: 156105.984375
Iteration 117Q: 46 clusters Score -1.474656e+08 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 45483 members 
Mstep: Class 2 contains 4376 members 
Mstep: Class 3 contains 37131 members 
Mstep: Class 4 contains 2239 members 
Mstep: Class 5 contains 4162 members 
Mstep: Class 6 contains 10596 members 
Mstep: Class 7 contains 6519 members 
Mstep: Class 8 contains 4408 members 
Mstep: Class 9 contains 222561 members 
Mstep: Class 10 contains 27791 members 
Mstep: Class 11 contains 6380 members 
Mstep: Class 12 contains 53093 members 
Mstep: Class 13 contains 8830 members 
Mstep: Class 14 contains 23877 members 
Mstep: Class 15 contains 7841 members 
Mstep: Class 16 contains 23136 members 
Mstep: Class 17 contains 3765 members 
Mstep: Class 18 contains 2015 members 
Mstep: Class 19 contains 17462 members 
Mstep: Class 20 contains 2594 members 
Mstep: Class 21 contains 160724 members 
Mstep: Class 22 contains 181899 members 
Mstep: Class 23 contains 11025 members 
Mstep: Class 24 contains 6666 members 
Mstep: Class 25 contains 9482 members 
Mstep: Class 26 contains 63320 members 
Mstep: Class 27 contains 519 members 
Mstep: Class 28 contains 6314 members 
Mstep: Class 29 contains 12412 members 
Mstep: Class 30 contains 9672 members 
Mstep: Class 31 contains 56679 members 
Mstep: Class 32 contains 46838 members 
Mstep: Class 33 contains 13544 members 
Mstep: Class 34 contains 30369 members 
Mstep: Class 35 contains 8212 members 
Mstep: Class 36 contains 5308 members 
Mstep: Class 37 contains 7099 members 
Mstep: Class 38 contains 2169 members 
Mstep: Class 39 contains 4520 members 
Mstep: Class 40 contains 3391 members 
Mstep: Class 41 contains 1129 members 
Mstep: Class 42 contains 7889 members 
Mstep: Class 43 contains 3257 members 
Mstep: Class 44 contains 4112 members 
Mstep: Class 45 contains 17348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147465840.000000 Penalty: 156105.984375
Iteration 118Q: 46 clusters Score -1.474658e+08 nChanged 932
Entering ConstructFrom: 
Score: -147465840.000000 Penalty: 156105.984375
Entering ConstructFrom: 
Trying to split cluster 1 (45456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45456 members 
Entering Unmasked Estep 
Score: -5959411.500000 Penalty: 2659.676025
	Iteration 0F: 2 clusters Score -5959412 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22768 members 
Mstep: Class 2 contains 22688 members 
Entering Unmasked Estep 
Score: -5928719.000000 Penalty: 5319.352051
	Iteration 0F: 3 clusters Score -5928719 nChanged 20836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22842 members 
Mstep: Class 2 contains 22614 members 
Entering Unmasked Estep 
Score: -5940215.000000 Penalty: 5319.352051
	Iteration 1F: 3 clusters Score -5940215 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22922 members 
Mstep: Class 2 contains 22534 members 
Entering Unmasked Estep 
Score: -5940619.500000 Penalty: 5319.352051
	Iteration 2Q: 3 clusters Score -5940620 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23003 members 
Mstep: Class 2 contains 22453 members 
Entering Unmasked Estep 
Score: -5941023.500000 Penalty: 5319.352051
	Iteration 3Q: 3 clusters Score -5941024 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23089 members 
Mstep: Class 2 contains 22367 members 
Entering Unmasked Estep 
Score: -5941398.000000 Penalty: 5319.352051
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Entering Unmasked Estep 
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Mstep: Class 1 contains 21066 members 
Mstep: Class 2 contains 24390 members 
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Mstep: Class 1 contains 20997 members 
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Entering Unmasked Estep 
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	Iteration 190Q: 3 clusters Score -5954870 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 35757 members 
Entering Unmasked Estep 
Score: -5954936.500000 Penalty: 5319.352051
	Iteration 191Q: 3 clusters Score -5954936 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 36120 members 
Entering Unmasked Estep 
Score: -5955024.000000 Penalty: 5319.352051
	Iteration 192Q: 3 clusters Score -5955024 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 36455 members 
Entering Unmasked Estep 
Score: -5955082.000000 Penalty: 5319.352051
	Iteration 193Q: 3 clusters Score -5955082 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 36790 members 
Entering Unmasked Estep 
Score: -5955170.000000 Penalty: 5319.352051
	Iteration 194Q: 3 clusters Score -5955170 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 37135 members 
Entering Unmasked Estep 
Score: -5955289.000000 Penalty: 5319.352051
	Iteration 195Q: 3 clusters Score -5955289 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 37452 members 
Entering Unmasked Estep 
Score: -5955347.000000 Penalty: 5319.352051
	Iteration 196Q: 3 clusters Score -5955347 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 37765 members 
Entering Unmasked Estep 
Score: -5955410.500000 Penalty: 5319.352051
	Iteration 197Q: 3 clusters Score -5955410 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 38073 members 
Entering Unmasked Estep 
Score: -5955492.000000 Penalty: 5319.352051
	Iteration 198Q: 3 clusters Score -5955492 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 38353 members 
Entering Unmasked Estep 
Score: -5955526.500000 Penalty: 5319.352051
	Iteration 199Q: 3 clusters Score -5955526 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 38623 members 
Entering Unmasked Estep 
Score: -5955599.000000 Penalty: 5319.352051
	Iteration 200F: 3 clusters Score -5955599 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 38916 members 
Entering Unmasked Estep 
Score: -5955689.500000 Penalty: 5319.352051
	Iteration 201Q: 3 clusters Score -5955690 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 39212 members 
Entering Unmasked Estep 
Score: -5955759.000000 Penalty: 5319.352051
	Iteration 202Q: 3 clusters Score -5955759 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 39503 members 
Entering Unmasked Estep 
Score: -5955830.500000 Penalty: 5319.352051
	Iteration 203Q: 3 clusters Score -5955830 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 39789 members 
Entering Unmasked Estep 
Score: -5955923.500000 Penalty: 5319.352051
	Iteration 204Q: 3 clusters Score -5955924 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 40061 members 
Entering Unmasked Estep 
Score: -5956000.000000 Penalty: 5319.352051
	Iteration 205Q: 3 clusters Score -5956000 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 40325 members 
Entering Unmasked Estep 
Score: -5956075.500000 Penalty: 5319.352051
	Iteration 206Q: 3 clusters Score -5956076 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 40583 members 
Entering Unmasked Estep 
Score: -5956140.500000 Penalty: 5319.352051
	Iteration 207Q: 3 clusters Score -5956140 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 40800 members 
Entering Unmasked Estep 
Score: -5956181.500000 Penalty: 5319.352051
	Iteration 208Q: 3 clusters Score -5956182 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 41024 members 
Entering Unmasked Estep 
Score: -5956215.500000 Penalty: 5319.352051
	Iteration 209Q: 3 clusters Score -5956216 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 41231 members 
Entering Unmasked Estep 
Score: -5956284.000000 Penalty: 5319.352051
	Iteration 210Q: 3 clusters Score -5956284 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 41409 members 
Entering Unmasked Estep 
Score: -5956339.500000 Penalty: 5319.352051
	Iteration 211Q: 3 clusters Score -5956340 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 41570 members 
Entering Unmasked Estep 
Score: -5956401.500000 Penalty: 5319.352051
	Iteration 212Q: 3 clusters Score -5956402 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 41733 members 
Entering Unmasked Estep 
Score: -5956443.500000 Penalty: 5319.352051
	Iteration 213Q: 3 clusters Score -5956444 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 41889 members 
Entering Unmasked Estep 
Score: -5956503.500000 Penalty: 5319.352051
	Iteration 214Q: 3 clusters Score -5956504 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 42043 members 
Entering Unmasked Estep 
Score: -5956546.500000 Penalty: 5319.352051
	Iteration 215Q: 3 clusters Score -5956546 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 42184 members 
Entering Unmasked Estep 
Score: -5956573.000000 Penalty: 5319.352051
	Iteration 216Q: 3 clusters Score -5956573 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 42322 members 
Entering Unmasked Estep 
Score: -5956604.500000 Penalty: 5319.352051
	Iteration 217Q: 3 clusters Score -5956604 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 42444 members 
Entering Unmasked Estep 
Score: -5956634.500000 Penalty: 5319.352051
	Iteration 218Q: 3 clusters Score -5956634 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 42551 members 
Entering Unmasked Estep 
Score: -5956663.000000 Penalty: 5319.352051
	Iteration 219Q: 3 clusters Score -5956663 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 42641 members 
Entering Unmasked Estep 
Score: -5956690.500000 Penalty: 5319.352051
	Iteration 220F: 3 clusters Score -5956690 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 42730 members 
Entering Unmasked Estep 
Score: -5956712.000000 Penalty: 5319.352051
	Iteration 221Q: 3 clusters Score -5956712 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 42837 members 
Entering Unmasked Estep 
Score: -5956768.000000 Penalty: 5319.352051
	Iteration 222Q: 3 clusters Score -5956768 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 42925 members 
Entering Unmasked Estep 
Score: -5956786.000000 Penalty: 5319.352051
	Iteration 223Q: 3 clusters Score -5956786 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 43011 members 
Entering Unmasked Estep 
Score: -5956822.500000 Penalty: 5319.352051
	Iteration 224Q: 3 clusters Score -5956822 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 43097 members 
Entering Unmasked Estep 
Score: -5956838.500000 Penalty: 5319.352051
	Iteration 225Q: 3 clusters Score -5956838 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 43172 members 
Entering Unmasked Estep 
Score: -5956866.000000 Penalty: 5319.352051
	Iteration 226Q: 3 clusters Score -5956866 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 43254 members 
Entering Unmasked Estep 
Score: -5956892.500000 Penalty: 5319.352051
	Iteration 227Q: 3 clusters Score -5956892 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 43327 members 
Entering Unmasked Estep 
Score: -5956920.500000 Penalty: 5319.352051
	Iteration 228Q: 3 clusters Score -5956920 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 43391 members 
Entering Unmasked Estep 
Score: -5956959.000000 Penalty: 5319.352051
	Iteration 229Q: 3 clusters Score -5956959 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 43445 members 
Entering Unmasked Estep 
Score: -5956961.000000 Penalty: 5319.352051
	Iteration 230Q: 3 clusters Score -5956961 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 43491 members 
Entering Unmasked Estep 
Score: -5956964.000000 Penalty: 5319.352051
	Iteration 231Q: 3 clusters Score -5956964 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 43543 members 
Entering Unmasked Estep 
Score: -5956974.500000 Penalty: 5319.352051
	Iteration 232Q: 3 clusters Score -5956974 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 43587 members 
Entering Unmasked Estep 
Score: -5956990.000000 Penalty: 5319.352051
	Iteration 233Q: 3 clusters Score -5956990 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 43635 members 
Entering Unmasked Estep 
Score: -5956998.500000 Penalty: 5319.352051
	Iteration 234Q: 3 clusters Score -5956998 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 43684 members 
Entering Unmasked Estep 
Score: -5956999.000000 Penalty: 5319.352051
	Iteration 235Q: 3 clusters Score -5956999 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 43735 members 
Entering Unmasked Estep 
Score: -5957021.000000 Penalty: 5319.352051
	Iteration 236Q: 3 clusters Score -5957021 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 43779 members 
Entering Unmasked Estep 
Score: -5957020.500000 Penalty: 5319.352051
	Iteration 237Q: 3 clusters Score -5957020 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 43819 members 
Entering Unmasked Estep 
Score: -5957039.000000 Penalty: 5319.352051
	Iteration 238Q: 3 clusters Score -5957039 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 43864 members 
Entering Unmasked Estep 
Score: -5957054.000000 Penalty: 5319.352051
	Iteration 239Q: 3 clusters Score -5957054 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 43903 members 
Entering Unmasked Estep 
Score: -5957075.500000 Penalty: 5319.352051
	Iteration 240F: 3 clusters Score -5957076 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 43942 members 
Entering Unmasked Estep 
Score: -5957089.500000 Penalty: 5319.352051
	Iteration 241Q: 3 clusters Score -5957090 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 43975 members 
Entering Unmasked Estep 
Score: -5957090.500000 Penalty: 5319.352051
	Iteration 242Q: 3 clusters Score -5957090 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 44006 members 
Entering Unmasked Estep 
Score: -5957108.000000 Penalty: 5319.352051
	Iteration 243Q: 3 clusters Score -5957108 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 44032 members 
Entering Unmasked Estep 
Score: -5957127.500000 Penalty: 5319.352051
	Iteration 244Q: 3 clusters Score -5957128 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 44057 members 
Entering Unmasked Estep 
Score: -5957148.500000 Penalty: 5319.352051
	Iteration 245Q: 3 clusters Score -5957148 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 44083 members 
Entering Unmasked Estep 
Score: -5957164.500000 Penalty: 5319.352051
	Iteration 246Q: 3 clusters Score -5957164 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 44108 members 
Entering Unmasked Estep 
Score: -5957171.000000 Penalty: 5319.352051
	Iteration 247Q: 3 clusters Score -5957171 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 44123 members 
Entering Unmasked Estep 
Score: -5957178.500000 Penalty: 5319.352051
	Iteration 248Q: 3 clusters Score -5957178 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 44138 members 
Entering Unmasked Estep 
Score: -5957173.500000 Penalty: 5319.352051
	Iteration 249Q: 3 clusters Score -5957174 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 44147 members 
Entering Unmasked Estep 
Score: -5957168.500000 Penalty: 5319.352051
	Iteration 250Q: 3 clusters Score -5957168 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 44156 members 
Entering Unmasked Estep 
Score: -5957183.000000 Penalty: 5319.352051
	Iteration 251Q: 3 clusters Score -5957183 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 44166 members 
Entering Unmasked Estep 
Score: -5957185.500000 Penalty: 5319.352051
	Iteration 252Q: 3 clusters Score -5957186 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 44176 members 
Entering Unmasked Estep 
Score: -5957189.500000 Penalty: 5319.352051
	Iteration 253Q: 3 clusters Score -5957190 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 44187 members 
Entering Unmasked Estep 
Score: -5957191.500000 Penalty: 5319.352051
	Iteration 254Q: 3 clusters Score -5957192 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 44202 members 
Entering Unmasked Estep 
Score: -5957201.500000 Penalty: 5319.352051
	Iteration 255Q: 3 clusters Score -5957202 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 44216 members 
Entering Unmasked Estep 
Score: -5957215.000000 Penalty: 5319.352051
	Iteration 256Q: 3 clusters Score -5957215 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 44230 members 
Entering Unmasked Estep 
Score: -5957213.500000 Penalty: 5319.352051
	Iteration 257Q: 3 clusters Score -5957214 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 44238 members 
Entering Unmasked Estep 
Score: -5957212.000000 Penalty: 5319.352051
	Iteration 258Q: 3 clusters Score -5957212 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 44248 members 
Entering Unmasked Estep 
Score: -5957222.500000 Penalty: 5319.352051
	Iteration 259Q: 3 clusters Score -5957222 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 44260 members 
Entering Unmasked Estep 
Score: -5957227.000000 Penalty: 5319.352051
	Iteration 260F: 3 clusters Score -5957227 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 44266 members 
Entering Unmasked Estep 
Score: -5957231.500000 Penalty: 5319.352051
	Iteration 261Q: 3 clusters Score -5957232 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 44275 members 
Entering Unmasked Estep 
Score: -5957228.000000 Penalty: 5319.352051
	Iteration 262Q: 3 clusters Score -5957228 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 44282 members 
Entering Unmasked Estep 
Score: -5957232.500000 Penalty: 5319.352051
	Iteration 263Q: 3 clusters Score -5957232 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 44291 members 
Entering Unmasked Estep 
Score: -5957227.500000 Penalty: 5319.352051
	Iteration 264Q: 3 clusters Score -5957228 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 44294 members 
Entering Unmasked Estep 
Score: -5957227.500000 Penalty: 5319.352051
	Iteration 265Q: 3 clusters Score -5957228 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 44302 members 
Entering Unmasked Estep 
Score: -5957226.500000 Penalty: 5319.352051
	Iteration 266Q: 3 clusters Score -5957226 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 44309 members 
Entering Unmasked Estep 
Score: -5957236.500000 Penalty: 5319.352051
	Iteration 267Q: 3 clusters Score -5957236 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 44312 members 
Entering Unmasked Estep 
Score: -5957232.000000 Penalty: 5319.352051
	Iteration 268Q: 3 clusters Score -5957232 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 44314 members 
Entering Unmasked Estep 
Score: -5957232.500000 Penalty: 5319.352051
	Iteration 269Q: 3 clusters Score -5957232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 44315 members 
Entering Unmasked Estep 
Score: -5957231.500000 Penalty: 5319.352051
	Iteration 270Q: 3 clusters Score -5957232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 44316 members 
Entering Unmasked Estep 
Score: -5957230.000000 Penalty: 5319.352051
	Iteration 271Q: 3 clusters Score -5957230 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 44316 members 
Entering Unmasked Estep 
Score: -5957230.000000 Penalty: 5319.352051
	Iteration 272F: 3 clusters Score -5957230 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Entering Unmasked Estep 
Score: -547022.750000 Penalty: 2079.374756
	Iteration 0F: 2 clusters Score -547022.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -542843.375000 Penalty: 4158.749512
	Iteration 0F: 3 clusters Score -542843.4 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -543831.562500 Penalty: 4158.749512
	Iteration 1F: 3 clusters Score -543831.6 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -544059.812500 Penalty: 4158.749512
	Iteration 2F: 3 clusters Score -544059.8 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -544191.562500 Penalty: 4158.749512
	Iteration 3F: 3 clusters Score -544191.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -544291.437500 Penalty: 4158.749512
	Iteration 4Q: 3 clusters Score -544291.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -544382.625000 Penalty: 4158.749512
	Iteration 5Q: 3 clusters Score -544382.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -544476.062500 Penalty: 4158.749512
	Iteration 6Q: 3 clusters Score -544476.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -544566.750000 Penalty: 4158.749512
	Iteration 7Q: 3 clusters Score -544566.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -544655.625000 Penalty: 4158.749512
	Iteration 8Q: 3 clusters Score -544655.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -544741.187500 Penalty: 4158.749512
	Iteration 9Q: 3 clusters Score -544741.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -544818.500000 Penalty: 4158.749512
	Iteration 10Q: 3 clusters Score -544818.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -544882.000000 Penalty: 4158.749512
	Iteration 11Q: 3 clusters Score -544882 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -544927.875000 Penalty: 4158.749512
	Iteration 12Q: 3 clusters Score -544927.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -544969.875000 Penalty: 4158.749512
	Iteration 13Q: 3 clusters Score -544969.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -545009.937500 Penalty: 4158.749512
	Iteration 14Q: 3 clusters Score -545009.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -545040.187500 Penalty: 4158.749512
	Iteration 15Q: 3 clusters Score -545040.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -545062.812500 Penalty: 4158.749512
	Iteration 16Q: 3 clusters Score -545062.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -545082.437500 Penalty: 4158.749512
	Iteration 17Q: 3 clusters Score -545082.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -545097.250000 Penalty: 4158.749512
	Iteration 18Q: 3 clusters Score -545097.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -545111.500000 Penalty: 4158.749512
	Iteration 19Q: 3 clusters Score -545111.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -545119.187500 Penalty: 4158.749512
	Iteration 20F: 3 clusters Score -545119.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -545123.312500 Penalty: 4158.749512
	Iteration 21Q: 3 clusters Score -545123.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -545127.437500 Penalty: 4158.749512
	Iteration 22Q: 3 clusters Score -545127.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -545131.562500 Penalty: 4158.749512
	Iteration 23Q: 3 clusters Score -545131.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -545135.750000 Penalty: 4158.749512
	Iteration 24Q: 3 clusters Score -545135.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -545138.062500 Penalty: 4158.749512
	Iteration 25Q: 3 clusters Score -545138.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -545141.375000 Penalty: 4158.749512
	Iteration 26Q: 3 clusters Score -545141.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -545146.312500 Penalty: 4158.749512
	Iteration 27Q: 3 clusters Score -545146.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -545148.937500 Penalty: 4158.749512
	Iteration 28Q: 3 clusters Score -545148.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -545153.437500 Penalty: 4158.749512
	Iteration 29Q: 3 clusters Score -545153.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -545156.562500 Penalty: 4158.749512
	Iteration 30Q: 3 clusters Score -545156.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -545161.125000 Penalty: 4158.749512
	Iteration 31Q: 3 clusters Score -545161.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -545163.125000 Penalty: 4158.749512
	Iteration 32Q: 3 clusters Score -545163.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -545165.125000 Penalty: 4158.749512
	Iteration 33Q: 3 clusters Score -545165.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -545167.062500 Penalty: 4158.749512
	Iteration 34Q: 3 clusters Score -545167.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -545169.187500 Penalty: 4158.749512
	Iteration 35Q: 3 clusters Score -545169.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -545169.187500 Penalty: 4158.749512
	Iteration 36Q: 3 clusters Score -545169.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -545170.875000 Penalty: 4158.749512
	Iteration 37Q: 3 clusters Score -545170.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -545172.500000 Penalty: 4158.749512
	Iteration 38Q: 3 clusters Score -545172.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -545176.312500 Penalty: 4158.749512
	Iteration 39Q: 3 clusters Score -545176.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -545179.937500 Penalty: 4158.749512
	Iteration 40F: 3 clusters Score -545179.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -545183.812500 Penalty: 4158.749512
	Iteration 41Q: 3 clusters Score -545183.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -545186.437500 Penalty: 4158.749512
	Iteration 42Q: 3 clusters Score -545186.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -545187.625000 Penalty: 4158.749512
	Iteration 43Q: 3 clusters Score -545187.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -545189.312500 Penalty: 4158.749512
	Iteration 44Q: 3 clusters Score -545189.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -545188.937500 Penalty: 4158.749512
	Iteration 45Q: 3 clusters Score -545188.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -545188.937500 Penalty: 4158.749512
	Iteration 46F: 3 clusters Score -545188.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (37092 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37092 members 
Entering Unmasked Estep 
Score: -4670139.500000 Penalty: 2609.246826
	Iteration 0F: 2 clusters Score -4670140 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18506 members 
Mstep: Class 2 contains 18586 members 
Entering Unmasked Estep 
Score: -4644985.500000 Penalty: 5218.493652
	Iteration 0F: 3 clusters Score -4644986 nChanged 16922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17998 members 
Mstep: Class 2 contains 19094 members 
Entering Unmasked Estep 
Score: -4654281.000000 Penalty: 5218.493652
	Iteration 1F: 3 clusters Score -4654281 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17685 members 
Mstep: Class 2 contains 19407 members 
Entering Unmasked Estep 
Score: -4654782.000000 Penalty: 5218.493652
	Iteration 2Q: 3 clusters Score -4654782 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17220 members 
Mstep: Class 2 contains 19872 members 
Entering Unmasked Estep 
Score: -4655230.500000 Penalty: 5218.493652
	Iteration 3Q: 3 clusters Score -4655230 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16595 members 
Mstep: Class 2 contains 20497 members 
Entering Unmasked Estep 
Score: -4655675.000000 Penalty: 5218.493652
	Iteration 4Q: 3 clusters Score -4655675 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15733 members 
Mstep: Class 2 contains 21359 members 
Entering Unmasked Estep 
Score: -4656209.000000 Penalty: 5218.493652
	Iteration 5Q: 3 clusters Score -4656209 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14614 members 
Mstep: Class 2 contains 22478 members 
Entering Unmasked Estep 
Score: -4656898.500000 Penalty: 5218.493652
	Iteration 6Q: 3 clusters Score -4656898 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13163 members 
Mstep: Class 2 contains 23929 members 
Entering Unmasked Estep 
Score: -4657809.500000 Penalty: 5218.493652
	Iteration 7Q: 3 clusters Score -4657810 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11399 members 
Mstep: Class 2 contains 25693 members 
Entering Unmasked Estep 
Score: -4658965.500000 Penalty: 5218.493652
	Iteration 8F: 3 clusters Score -4658966 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 27712 members 
Entering Unmasked Estep 
Score: -4660451.000000 Penalty: 5218.493652
	Iteration 9F: 3 clusters Score -4660451 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 29821 members 
Entering Unmasked Estep 
Score: -4662113.500000 Penalty: 5218.493652
	Iteration 10F: 3 clusters Score -4662114 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 31855 members 
Entering Unmasked Estep 
Score: -4663787.500000 Penalty: 5218.493652
	Iteration 11F: 3 clusters Score -4663788 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 33574 members 
Entering Unmasked Estep 
Score: -4665271.500000 Penalty: 5218.493652
	Iteration 12Q: 3 clusters Score -4665272 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 34800 members 
Entering Unmasked Estep 
Score: -4666348.000000 Penalty: 5218.493652
	Iteration 13Q: 3 clusters Score -4666348 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 35581 members 
Entering Unmasked Estep 
Score: -4667020.000000 Penalty: 5218.493652
	Iteration 14Q: 3 clusters Score -4667020 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 36008 members 
Entering Unmasked Estep 
Score: -4667376.000000 Penalty: 5218.493652
	Iteration 15Q: 3 clusters Score -4667376 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 36256 members 
Entering Unmasked Estep 
Score: -4667618.500000 Penalty: 5218.493652
	Iteration 16Q: 3 clusters Score -4667618 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 36382 members 
Entering Unmasked Estep 
Score: -4667737.500000 Penalty: 5218.493652
	Iteration 17Q: 3 clusters Score -4667738 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 36448 members 
Entering Unmasked Estep 
Score: -4667814.000000 Penalty: 5218.493652
	Iteration 18Q: 3 clusters Score -4667814 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 36491 members 
Entering Unmasked Estep 
Score: -4667881.000000 Penalty: 5218.493652
	Iteration 19Q: 3 clusters Score -4667881 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 36516 members 
Entering Unmasked Estep 
Score: -4667918.000000 Penalty: 5218.493652
	Iteration 20F: 3 clusters Score -4667918 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 36535 members 
Entering Unmasked Estep 
Score: -4667954.500000 Penalty: 5218.493652
	Iteration 21Q: 3 clusters Score -4667954 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 36553 members 
Entering Unmasked Estep 
Score: -4667989.000000 Penalty: 5218.493652
	Iteration 22Q: 3 clusters Score -4667989 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 36568 members 
Entering Unmasked Estep 
Score: -4668011.000000 Penalty: 5218.493652
	Iteration 23Q: 3 clusters Score -4668011 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 36581 members 
Entering Unmasked Estep 
Score: -4668041.000000 Penalty: 5218.493652
	Iteration 24Q: 3 clusters Score -4668041 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 36597 members 
Entering Unmasked Estep 
Score: -4668062.500000 Penalty: 5218.493652
	Iteration 25Q: 3 clusters Score -4668062 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 36610 members 
Entering Unmasked Estep 
Score: -4668075.500000 Penalty: 5218.493652
	Iteration 26Q: 3 clusters Score -4668076 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 36623 members 
Entering Unmasked Estep 
Score: -4668097.500000 Penalty: 5218.493652
	Iteration 27Q: 3 clusters Score -4668098 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 36629 members 
Entering Unmasked Estep 
Score: -4668109.500000 Penalty: 5218.493652
	Iteration 28Q: 3 clusters Score -4668110 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 36632 members 
Entering Unmasked Estep 
Score: -4668116.000000 Penalty: 5218.493652
	Iteration 29Q: 3 clusters Score -4668116 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 36636 members 
Entering Unmasked Estep 
Score: -4668125.500000 Penalty: 5218.493652
	Iteration 30Q: 3 clusters Score -4668126 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 36641 members 
Entering Unmasked Estep 
Score: -4668129.000000 Penalty: 5218.493652
	Iteration 31Q: 3 clusters Score -4668129 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 36641 members 
Entering Unmasked Estep 
Score: -4668139.000000 Penalty: 5218.493652
	Iteration 32Q: 3 clusters Score -4668139 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 36643 members 
Entering Unmasked Estep 
Score: -4668147.500000 Penalty: 5218.493652
	Iteration 33Q: 3 clusters Score -4668148 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 36645 members 
Entering Unmasked Estep 
Score: -4668149.000000 Penalty: 5218.493652
	Iteration 34Q: 3 clusters Score -4668149 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 36644 members 
Entering Unmasked Estep 
Score: -4668153.000000 Penalty: 5218.493652
	Iteration 35Q: 3 clusters Score -4668153 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 36644 members 
Entering Unmasked Estep 
Score: -4668153.000000 Penalty: 5218.493652
	Iteration 36F: 3 clusters Score -4668153 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Entering Unmasked Estep 
Score: -274577.781250 Penalty: 1913.239990
	Iteration 0F: 2 clusters Score -274577.8 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 1145 members 
Entering Unmasked Estep 
Score: -271794.468750 Penalty: 3826.479980
	Iteration 0F: 3 clusters Score -271794.5 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -272346.750000 Penalty: 3826.479980
	Iteration 1F: 3 clusters Score -272346.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -272524.343750 Penalty: 3826.479980
	Iteration 2F: 3 clusters Score -272524.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -272640.437500 Penalty: 3826.479980
	Iteration 3F: 3 clusters Score -272640.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -272721.437500 Penalty: 3826.479980
	Iteration 4Q: 3 clusters Score -272721.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -272778.843750 Penalty: 3826.479980
	Iteration 5Q: 3 clusters Score -272778.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -272828.406250 Penalty: 3826.479980
	Iteration 6Q: 3 clusters Score -272828.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -272884.656250 Penalty: 3826.479980
	Iteration 7Q: 3 clusters Score -272884.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -272933.312500 Penalty: 3826.479980
	Iteration 8Q: 3 clusters Score -272933.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -272984.156250 Penalty: 3826.479980
	Iteration 9Q: 3 clusters Score -272984.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -273045.781250 Penalty: 3826.479980
	Iteration 10Q: 3 clusters Score -273045.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -273117.218750 Penalty: 3826.479980
	Iteration 11Q: 3 clusters Score -273117.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -273185.250000 Penalty: 3826.479980
	Iteration 12Q: 3 clusters Score -273185.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -273254.625000 Penalty: 3826.479980
	Iteration 13Q: 3 clusters Score -273254.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -273323.906250 Penalty: 3826.479980
	Iteration 14Q: 3 clusters Score -273323.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -273398.812500 Penalty: 3826.479980
	Iteration 15Q: 3 clusters Score -273398.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -273451.625000 Penalty: 3826.479980
	Iteration 16Q: 3 clusters Score -273451.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -273488.468750 Penalty: 3826.479980
	Iteration 17Q: 3 clusters Score -273488.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -273523.437500 Penalty: 3826.479980
	Iteration 18Q: 3 clusters Score -273523.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -273554.843750 Penalty: 3826.479980
	Iteration 19Q: 3 clusters Score -273554.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -273576.218750 Penalty: 3826.479980
	Iteration 20F: 3 clusters Score -273576.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -273586.500000 Penalty: 3826.479980
	Iteration 21Q: 3 clusters Score -273586.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -273591.062500 Penalty: 3826.479980
	Iteration 22Q: 3 clusters Score -273591.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -273596.625000 Penalty: 3826.479980
	Iteration 23Q: 3 clusters Score -273596.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -273603.593750 Penalty: 3826.479980
	Iteration 24Q: 3 clusters Score -273603.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -273609.625000 Penalty: 3826.479980
	Iteration 25Q: 3 clusters Score -273609.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -273611.125000 Penalty: 3826.479980
	Iteration 26Q: 3 clusters Score -273611.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -273611.343750 Penalty: 3826.479980
	Iteration 27Q: 3 clusters Score -273611.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -273611.656250 Penalty: 3826.479980
	Iteration 28Q: 3 clusters Score -273611.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -273612.062500 Penalty: 3826.479980
	Iteration 29Q: 3 clusters Score -273612.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -273613.750000 Penalty: 3826.479980
	Iteration 30Q: 3 clusters Score -273613.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -273616.968750 Penalty: 3826.479980
	Iteration 31Q: 3 clusters Score -273617 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -273617.843750 Penalty: 3826.479980
	Iteration 32Q: 3 clusters Score -273617.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -273617.843750 Penalty: 3826.479980
	Iteration 33F: 3 clusters Score -273617.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Entering Unmasked Estep 
Score: -747047.500000 Penalty: 2066.770264
	Iteration 0F: 2 clusters Score -747047.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -743102.500000 Penalty: 4133.540527
	Iteration 0F: 3 clusters Score -743102.5 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -744070.625000 Penalty: 4133.540527
	Iteration 1F: 3 clusters Score -744070.6 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -744507.062500 Penalty: 4133.540527
	Iteration 2F: 3 clusters Score -744507.1 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -744860.562500 Penalty: 4133.540527
	Iteration 3F: 3 clusters Score -744860.6 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -745154.250000 Penalty: 4133.540527
	Iteration 4F: 3 clusters Score -745154.2 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -745369.937500 Penalty: 4133.540527
	Iteration 5F: 3 clusters Score -745369.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -745545.062500 Penalty: 4133.540527
	Iteration 6Q: 3 clusters Score -745545.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -745652.250000 Penalty: 4133.540527
	Iteration 7Q: 3 clusters Score -745652.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -745734.000000 Penalty: 4133.540527
	Iteration 8Q: 3 clusters Score -745734 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -745801.625000 Penalty: 4133.540527
	Iteration 9Q: 3 clusters Score -745801.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -745866.187500 Penalty: 4133.540527
	Iteration 10Q: 3 clusters Score -745866.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -745917.312500 Penalty: 4133.540527
	Iteration 11Q: 3 clusters Score -745917.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -745969.812500 Penalty: 4133.540527
	Iteration 12Q: 3 clusters Score -745969.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -746022.437500 Penalty: 4133.540527
	Iteration 13Q: 3 clusters Score -746022.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -746061.375000 Penalty: 4133.540527
	Iteration 14Q: 3 clusters Score -746061.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -746097.250000 Penalty: 4133.540527
	Iteration 15Q: 3 clusters Score -746097.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -746129.812500 Penalty: 4133.540527
	Iteration 16Q: 3 clusters Score -746129.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -746169.250000 Penalty: 4133.540527
	Iteration 17Q: 3 clusters Score -746169.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -746197.312500 Penalty: 4133.540527
	Iteration 18Q: 3 clusters Score -746197.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -746219.000000 Penalty: 4133.540527
	Iteration 19Q: 3 clusters Score -746219 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -746243.437500 Penalty: 4133.540527
	Iteration 20F: 3 clusters Score -746243.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -746268.812500 Penalty: 4133.540527
	Iteration 21Q: 3 clusters Score -746268.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -746288.625000 Penalty: 4133.540527
	Iteration 22Q: 3 clusters Score -746288.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -746312.250000 Penalty: 4133.540527
	Iteration 23Q: 3 clusters Score -746312.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -746330.500000 Penalty: 4133.540527
	Iteration 24Q: 3 clusters Score -746330.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -746338.125000 Penalty: 4133.540527
	Iteration 25Q: 3 clusters Score -746338.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -746343.875000 Penalty: 4133.540527
	Iteration 26Q: 3 clusters Score -746343.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -746345.937500 Penalty: 4133.540527
	Iteration 27Q: 3 clusters Score -746345.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -746346.625000 Penalty: 4133.540527
	Iteration 28Q: 3 clusters Score -746346.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -746346.500000 Penalty: 4133.540527
	Iteration 29Q: 3 clusters Score -746346.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -746350.750000 Penalty: 4133.540527
	Iteration 30Q: 3 clusters Score -746350.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -746352.062500 Penalty: 4133.540527
	Iteration 31Q: 3 clusters Score -746352.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -746352.062500 Penalty: 4133.540527
	Iteration 32F: 3 clusters Score -746352.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (10584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10584 members 
Entering Unmasked Estep 
Score: -1203957.875000 Penalty: 2298.240479
	Iteration 0F: 2 clusters Score -1203958 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -1195913.250000 Penalty: 4596.480957
	Iteration 0F: 3 clusters Score -1195913 nChanged 4465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -1198485.000000 Penalty: 4596.480957
	Iteration 1F: 3 clusters Score -1198485 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -1198965.250000 Penalty: 4596.480957
	Iteration 2F: 3 clusters Score -1198965 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -1199403.375000 Penalty: 4596.480957
	Iteration 3F: 3 clusters Score -1199403 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -1199890.625000 Penalty: 4596.480957
	Iteration 4F: 3 clusters Score -1199891 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -1200431.375000 Penalty: 4596.480957
	Iteration 5F: 3 clusters Score -1200431 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -1201022.125000 Penalty: 4596.480957
	Iteration 6F: 3 clusters Score -1201022 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -1201467.375000 Penalty: 4596.480957
	Iteration 7F: 3 clusters Score -1201467 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -1201875.875000 Penalty: 4596.480957
	Iteration 8Q: 3 clusters Score -1201876 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -1202153.000000 Penalty: 4596.480957
	Iteration 9Q: 3 clusters Score -1202153 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -1202308.000000 Penalty: 4596.480957
	Iteration 10Q: 3 clusters Score -1202308 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -1202442.250000 Penalty: 4596.480957
	Iteration 11Q: 3 clusters Score -1202442 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -1202560.000000 Penalty: 4596.480957
	Iteration 12Q: 3 clusters Score -1202560 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -1202648.000000 Penalty: 4596.480957
	Iteration 13Q: 3 clusters Score -1202648 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -1202724.750000 Penalty: 4596.480957
	Iteration 14Q: 3 clusters Score -1202725 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -1202787.750000 Penalty: 4596.480957
	Iteration 15Q: 3 clusters Score -1202788 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -1202840.875000 Penalty: 4596.480957
	Iteration 16Q: 3 clusters Score -1202841 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -1202895.375000 Penalty: 4596.480957
	Iteration 17Q: 3 clusters Score -1202895 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -1202956.000000 Penalty: 4596.480957
	Iteration 18Q: 3 clusters Score -1202956 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -1203013.250000 Penalty: 4596.480957
	Iteration 19Q: 3 clusters Score -1203013 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -1203071.750000 Penalty: 4596.480957
	Iteration 20F: 3 clusters Score -1203072 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -1203117.875000 Penalty: 4596.480957
	Iteration 21Q: 3 clusters Score -1203118 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -1203148.750000 Penalty: 4596.480957
	Iteration 22Q: 3 clusters Score -1203149 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -1203174.500000 Penalty: 4596.480957
	Iteration 23Q: 3 clusters Score -1203174 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -1203182.750000 Penalty: 4596.480957
	Iteration 24Q: 3 clusters Score -1203183 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -1203195.375000 Penalty: 4596.480957
	Iteration 25Q: 3 clusters Score -1203195 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -1203200.750000 Penalty: 4596.480957
	Iteration 26Q: 3 clusters Score -1203201 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -1203202.500000 Penalty: 4596.480957
	Iteration 27Q: 3 clusters Score -1203202 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -1203207.000000 Penalty: 4596.480957
	Iteration 28Q: 3 clusters Score -1203207 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -1203209.375000 Penalty: 4596.480957
	Iteration 29Q: 3 clusters Score -1203209 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -1203213.375000 Penalty: 4596.480957
	Iteration 30Q: 3 clusters Score -1203213 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -1203214.750000 Penalty: 4596.480957
	Iteration 31Q: 3 clusters Score -1203215 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -1203218.000000 Penalty: 4596.480957
	Iteration 32Q: 3 clusters Score -1203218 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -1203217.875000 Penalty: 4596.480957
	Iteration 33Q: 3 clusters Score -1203218 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -1203220.625000 Penalty: 4596.480957
	Iteration 34Q: 3 clusters Score -1203221 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -1203220.625000 Penalty: 4596.480957
	Iteration 35Q: 3 clusters Score -1203221 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -1203219.875000 Penalty: 4596.480957
	Iteration 36Q: 3 clusters Score -1203220 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -1203219.875000 Penalty: 4596.480957
	Iteration 37F: 3 clusters Score -1203220 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (6519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Entering Unmasked Estep 
Score: -835915.937500 Penalty: 2178.054199
	Iteration 0F: 2 clusters Score -835915.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -830339.875000 Penalty: 4356.108398
	Iteration 0F: 3 clusters Score -830339.9 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -831855.625000 Penalty: 4356.108398
	Iteration 1F: 3 clusters Score -831855.6 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -832119.437500 Penalty: 4356.108398
	Iteration 2F: 3 clusters Score -832119.4 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -832290.500000 Penalty: 4356.108398
	Iteration 3Q: 3 clusters Score -832290.5 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -832466.437500 Penalty: 4356.108398
	Iteration 4Q: 3 clusters Score -832466.4 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -832669.875000 Penalty: 4356.108398
	Iteration 5Q: 3 clusters Score -832669.9 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -832878.062500 Penalty: 4356.108398
	Iteration 6Q: 3 clusters Score -832878.1 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -833054.500000 Penalty: 4356.108398
	Iteration 7Q: 3 clusters Score -833054.5 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -833210.625000 Penalty: 4356.108398
	Iteration 8Q: 3 clusters Score -833210.6 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -833368.625000 Penalty: 4356.108398
	Iteration 9Q: 3 clusters Score -833368.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -833516.937500 Penalty: 4356.108398
	Iteration 10Q: 3 clusters Score -833516.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -833635.687500 Penalty: 4356.108398
	Iteration 11Q: 3 clusters Score -833635.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -833727.812500 Penalty: 4356.108398
	Iteration 12Q: 3 clusters Score -833727.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -833796.687500 Penalty: 4356.108398
	Iteration 13Q: 3 clusters Score -833796.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -833852.875000 Penalty: 4356.108398
	Iteration 14Q: 3 clusters Score -833852.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -833909.000000 Penalty: 4356.108398
	Iteration 15Q: 3 clusters Score -833909 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -833964.937500 Penalty: 4356.108398
	Iteration 16Q: 3 clusters Score -833964.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -834006.500000 Penalty: 4356.108398
	Iteration 17Q: 3 clusters Score -834006.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -834033.000000 Penalty: 4356.108398
	Iteration 18Q: 3 clusters Score -834033 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -834054.312500 Penalty: 4356.108398
	Iteration 19Q: 3 clusters Score -834054.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -834071.437500 Penalty: 4356.108398
	Iteration 20F: 3 clusters Score -834071.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -834090.062500 Penalty: 4356.108398
	Iteration 21Q: 3 clusters Score -834090.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -834112.812500 Penalty: 4356.108398
	Iteration 22Q: 3 clusters Score -834112.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -834137.750000 Penalty: 4356.108398
	Iteration 23Q: 3 clusters Score -834137.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -834170.062500 Penalty: 4356.108398
	Iteration 24Q: 3 clusters Score -834170.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -834202.937500 Penalty: 4356.108398
	Iteration 25Q: 3 clusters Score -834202.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -834237.750000 Penalty: 4356.108398
	Iteration 26Q: 3 clusters Score -834237.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -834275.812500 Penalty: 4356.108398
	Iteration 27Q: 3 clusters Score -834275.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -834318.437500 Penalty: 4356.108398
	Iteration 28Q: 3 clusters Score -834318.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -834360.500000 Penalty: 4356.108398
	Iteration 29Q: 3 clusters Score -834360.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -834397.250000 Penalty: 4356.108398
	Iteration 30Q: 3 clusters Score -834397.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -834426.250000 Penalty: 4356.108398
	Iteration 31Q: 3 clusters Score -834426.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -834452.375000 Penalty: 4356.108398
	Iteration 32Q: 3 clusters Score -834452.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -834470.812500 Penalty: 4356.108398
	Iteration 33Q: 3 clusters Score -834470.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -834479.687500 Penalty: 4356.108398
	Iteration 34Q: 3 clusters Score -834479.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -834483.250000 Penalty: 4356.108398
	Iteration 35Q: 3 clusters Score -834483.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -834483.375000 Penalty: 4356.108398
	Iteration 36Q: 3 clusters Score -834483.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -834485.750000 Penalty: 4356.108398
	Iteration 37Q: 3 clusters Score -834485.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -834487.875000 Penalty: 4356.108398
	Iteration 38Q: 3 clusters Score -834487.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -834487.875000 Penalty: 4356.108398
	Iteration 39F: 3 clusters Score -834487.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Entering Unmasked Estep 
Score: -538590.375000 Penalty: 2081.011719
	Iteration 0F: 2 clusters Score -538590.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -534442.625000 Penalty: 4162.023438
	Iteration 0F: 3 clusters Score -534442.6 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -535540.312500 Penalty: 4162.023438
	Iteration 1F: 3 clusters Score -535540.3 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -535926.750000 Penalty: 4162.023438
	Iteration 2F: 3 clusters Score -535926.8 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -536271.250000 Penalty: 4162.023438
	Iteration 3F: 3 clusters Score -536271.2 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -536616.750000 Penalty: 4162.023438
	Iteration 4F: 3 clusters Score -536616.8 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -536904.625000 Penalty: 4162.023438
	Iteration 5F: 3 clusters Score -536904.6 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -537117.937500 Penalty: 4162.023438
	Iteration 6Q: 3 clusters Score -537117.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -537247.187500 Penalty: 4162.023438
	Iteration 7Q: 3 clusters Score -537247.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -537319.812500 Penalty: 4162.023438
	Iteration 8Q: 3 clusters Score -537319.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -537371.625000 Penalty: 4162.023438
	Iteration 9Q: 3 clusters Score -537371.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -537402.437500 Penalty: 4162.023438
	Iteration 10Q: 3 clusters Score -537402.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -537426.500000 Penalty: 4162.023438
	Iteration 11Q: 3 clusters Score -537426.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -537453.687500 Penalty: 4162.023438
	Iteration 12Q: 3 clusters Score -537453.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -537476.625000 Penalty: 4162.023438
	Iteration 13Q: 3 clusters Score -537476.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -537491.875000 Penalty: 4162.023438
	Iteration 14Q: 3 clusters Score -537491.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -537500.625000 Penalty: 4162.023438
	Iteration 15Q: 3 clusters Score -537500.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -537508.562500 Penalty: 4162.023438
	Iteration 16Q: 3 clusters Score -537508.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -537516.187500 Penalty: 4162.023438
	Iteration 17Q: 3 clusters Score -537516.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -537522.937500 Penalty: 4162.023438
	Iteration 18Q: 3 clusters Score -537522.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -537530.500000 Penalty: 4162.023438
	Iteration 19Q: 3 clusters Score -537530.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -537534.562500 Penalty: 4162.023438
	Iteration 20F: 3 clusters Score -537534.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -537536.312500 Penalty: 4162.023438
	Iteration 21Q: 3 clusters Score -537536.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -537539.750000 Penalty: 4162.023438
	Iteration 22Q: 3 clusters Score -537539.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -537540.250000 Penalty: 4162.023438
	Iteration 23Q: 3 clusters Score -537540.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -537541.437500 Penalty: 4162.023438
	Iteration 24Q: 3 clusters Score -537541.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -537542.437500 Penalty: 4162.023438
	Iteration 25Q: 3 clusters Score -537542.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -537543.750000 Penalty: 4162.023438
	Iteration 26Q: 3 clusters Score -537543.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -537543.750000 Penalty: 4162.023438
	Iteration 27F: 3 clusters Score -537543.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (222545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222545 members 
Entering Unmasked Estep 
Score: -28729964.000000 Penalty: 3053.595215
	Iteration 0F: 2 clusters Score -2.872996e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111510 members 
Mstep: Class 2 contains 111035 members 
Entering Unmasked Estep 
Score: -28597358.000000 Penalty: 6107.190430
	Iteration 0F: 3 clusters Score -2.859736e+07 nChanged 107379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115745 members 
Mstep: Class 2 contains 106800 members 
Entering Unmasked Estep 
Score: -28661116.000000 Penalty: 6107.190430
	Iteration 1F: 3 clusters Score -2.866112e+07 nChanged 5777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118364 members 
Mstep: Class 2 contains 104181 members 
Entering Unmasked Estep 
Score: -28662262.000000 Penalty: 6107.190430
	Iteration 2Q: 3 clusters Score -2.866226e+07 nChanged 6522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122496 members 
Mstep: Class 2 contains 100049 members 
Entering Unmasked Estep 
Score: -28663836.000000 Penalty: 6107.190430
	Iteration 3Q: 3 clusters Score -2.866384e+07 nChanged 7821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128825 members 
Mstep: Class 2 contains 93720 members 
Entering Unmasked Estep 
Score: -28666454.000000 Penalty: 6107.190430
	Iteration 4Q: 3 clusters Score -2.866645e+07 nChanged 10201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138220 members 
Mstep: Class 2 contains 84325 members 
Entering Unmasked Estep 
Score: -28670856.000000 Penalty: 6107.190430
	Iteration 5Q: 3 clusters Score -2.867086e+07 nChanged 13746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151632 members 
Mstep: Class 2 contains 70913 members 
Entering Unmasked Estep 
Score: -28678554.000000 Penalty: 6107.190430
	Iteration 6F: 3 clusters Score -2.867855e+07 nChanged 17725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169265 members 
Mstep: Class 2 contains 53280 members 
Entering Unmasked Estep 
Score: -28692294.000000 Penalty: 6107.190430
	Iteration 7F: 3 clusters Score -2.869229e+07 nChanged 19780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189007 members 
Mstep: Class 2 contains 33538 members 
Entering Unmasked Estep 
Score: -28708336.000000 Penalty: 6107.190430
	Iteration 8F: 3 clusters Score -2.870834e+07 nChanged 15630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204629 members 
Mstep: Class 2 contains 17916 members 
Entering Unmasked Estep 
Score: -28718362.000000 Penalty: 6107.190430
	Iteration 9F: 3 clusters Score -2.871836e+07 nChanged 9033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213654 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -28723216.000000 Penalty: 6107.190430
	Iteration 10Q: 3 clusters Score -2.872322e+07 nChanged 4234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217868 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -28725260.000000 Penalty: 6107.190430
	Iteration 11Q: 3 clusters Score -2.872526e+07 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219860 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -28726310.000000 Penalty: 6107.190430
	Iteration 12Q: 3 clusters Score -2.872631e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220727 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -28726812.000000 Penalty: 6107.190430
	Iteration 13Q: 3 clusters Score -2.872681e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221177 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -28727182.000000 Penalty: 6107.190430
	Iteration 14Q: 3 clusters Score -2.872718e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221422 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -28727290.000000 Penalty: 6107.190430
	Iteration 15Q: 3 clusters Score -2.872729e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221563 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -28727416.000000 Penalty: 6107.190430
	Iteration 16Q: 3 clusters Score -2.872742e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221659 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -28727576.000000 Penalty: 6107.190430
	Iteration 17Q: 3 clusters Score -2.872758e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221723 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -28727604.000000 Penalty: 6107.190430
	Iteration 18Q: 3 clusters Score -2.87276e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221759 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -28727592.000000 Penalty: 6107.190430
	Iteration 19Q: 3 clusters Score -2.872759e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221780 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -28727614.000000 Penalty: 6107.190430
	Iteration 20F: 3 clusters Score -2.872761e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221796 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -28727644.000000 Penalty: 6107.190430
	Iteration 21Q: 3 clusters Score -2.872764e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221802 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -28727640.000000 Penalty: 6107.190430
	Iteration 22Q: 3 clusters Score -2.872764e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221809 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -28727654.000000 Penalty: 6107.190430
	Iteration 23Q: 3 clusters Score -2.872765e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221815 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -28727692.000000 Penalty: 6107.190430
	Iteration 24Q: 3 clusters Score -2.872769e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221816 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -28727694.000000 Penalty: 6107.190430
	Iteration 25Q: 3 clusters Score -2.872769e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221819 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -28727692.000000 Penalty: 6107.190430
	Iteration 26Q: 3 clusters Score -2.872769e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221824 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -28727714.000000 Penalty: 6107.190430
	Iteration 27Q: 3 clusters Score -2.872771e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221830 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -28727696.000000 Penalty: 6107.190430
	Iteration 28Q: 3 clusters Score -2.87277e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221832 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -28727708.000000 Penalty: 6107.190430
	Iteration 29Q: 3 clusters Score -2.872771e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221838 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -28727698.000000 Penalty: 6107.190430
	Iteration 30Q: 3 clusters Score -2.87277e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221845 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -28727704.000000 Penalty: 6107.190430
	Iteration 31Q: 3 clusters Score -2.87277e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221851 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -28727708.000000 Penalty: 6107.190430
	Iteration 32Q: 3 clusters Score -2.872771e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221855 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -28727706.000000 Penalty: 6107.190430
	Iteration 33Q: 3 clusters Score -2.872771e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221858 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -28727720.000000 Penalty: 6107.190430
	Iteration 34Q: 3 clusters Score -2.872772e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221859 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -28727728.000000 Penalty: 6107.190430
	Iteration 35Q: 3 clusters Score -2.872773e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221862 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -28727726.000000 Penalty: 6107.190430
	Iteration 36Q: 3 clusters Score -2.872773e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221866 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -28727738.000000 Penalty: 6107.190430
	Iteration 37Q: 3 clusters Score -2.872774e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221867 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -28727734.000000 Penalty: 6107.190430
	Iteration 38Q: 3 clusters Score -2.872773e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221868 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -28727752.000000 Penalty: 6107.190430
	Iteration 39Q: 3 clusters Score -2.872775e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221867 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -28727744.000000 Penalty: 6107.190430
	Iteration 40F: 3 clusters Score -2.872774e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221865 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -28727738.000000 Penalty: 6107.190430
	Iteration 41Q: 3 clusters Score -2.872774e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221865 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -28727734.000000 Penalty: 6107.190430
	Iteration 42Q: 3 clusters Score -2.872773e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221866 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -28727742.000000 Penalty: 6107.190430
	Iteration 43Q: 3 clusters Score -2.872774e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221866 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -28727742.000000 Penalty: 6107.190430
	Iteration 44F: 3 clusters Score -2.872774e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (27789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27789 members 
Entering Unmasked Estep 
Score: -3540003.750000 Penalty: 2537.634033
	Iteration 0F: 2 clusters Score -3540004 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13731 members 
Mstep: Class 2 contains 14058 members 
Entering Unmasked Estep 
Score: -3520890.750000 Penalty: 5075.268066
	Iteration 0F: 3 clusters Score -3520891 nChanged 12447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12702 members 
Mstep: Class 2 contains 15087 members 
Entering Unmasked Estep 
Score: -3527668.750000 Penalty: 5075.268066
	Iteration 1F: 3 clusters Score -3527669 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11955 members 
Mstep: Class 2 contains 15834 members 
Entering Unmasked Estep 
Score: -3528347.500000 Penalty: 5075.268066
	Iteration 2F: 3 clusters Score -3528348 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10877 members 
Mstep: Class 2 contains 16912 members 
Entering Unmasked Estep 
Score: -3529221.500000 Penalty: 5075.268066
	Iteration 3F: 3 clusters Score -3529222 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 18361 members 
Entering Unmasked Estep 
Score: -3530461.000000 Penalty: 5075.268066
	Iteration 4F: 3 clusters Score -3530461 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 20076 members 
Entering Unmasked Estep 
Score: -3532093.750000 Penalty: 5075.268066
	Iteration 5F: 3 clusters Score -3532094 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 21809 members 
Entering Unmasked Estep 
Score: -3533840.750000 Penalty: 5075.268066
	Iteration 6F: 3 clusters Score -3533841 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 23207 members 
Entering Unmasked Estep 
Score: -3535262.500000 Penalty: 5075.268066
	Iteration 7F: 3 clusters Score -3535262 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 24218 members 
Entering Unmasked Estep 
Score: -3536398.750000 Penalty: 5075.268066
	Iteration 8Q: 3 clusters Score -3536399 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 24841 members 
Entering Unmasked Estep 
Score: -3537328.500000 Penalty: 5075.268066
	Iteration 9Q: 3 clusters Score -3537328 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 25119 members 
Entering Unmasked Estep 
Score: -3537819.750000 Penalty: 5075.268066
	Iteration 10Q: 3 clusters Score -3537820 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 25287 members 
Entering Unmasked Estep 
Score: -3538103.250000 Penalty: 5075.268066
	Iteration 11Q: 3 clusters Score -3538103 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 25412 members 
Entering Unmasked Estep 
Score: -3538233.000000 Penalty: 5075.268066
	Iteration 12Q: 3 clusters Score -3538233 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 25492 members 
Entering Unmasked Estep 
Score: -3538323.500000 Penalty: 5075.268066
	Iteration 13Q: 3 clusters Score -3538324 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 25565 members 
Entering Unmasked Estep 
Score: -3538396.000000 Penalty: 5075.268066
	Iteration 14Q: 3 clusters Score -3538396 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 25630 members 
Entering Unmasked Estep 
Score: -3538429.500000 Penalty: 5075.268066
	Iteration 15Q: 3 clusters Score -3538430 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 25687 members 
Entering Unmasked Estep 
Score: -3538456.250000 Penalty: 5075.268066
	Iteration 16Q: 3 clusters Score -3538456 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 25727 members 
Entering Unmasked Estep 
Score: -3538474.000000 Penalty: 5075.268066
	Iteration 17Q: 3 clusters Score -3538474 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 25751 members 
Entering Unmasked Estep 
Score: -3538489.250000 Penalty: 5075.268066
	Iteration 18Q: 3 clusters Score -3538489 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 25768 members 
Entering Unmasked Estep 
Score: -3538500.500000 Penalty: 5075.268066
	Iteration 19Q: 3 clusters Score -3538500 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 25776 members 
Entering Unmasked Estep 
Score: -3538495.500000 Penalty: 5075.268066
	Iteration 20F: 3 clusters Score -3538496 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 25777 members 
Entering Unmasked Estep 
Score: -3538504.500000 Penalty: 5075.268066
	Iteration 21Q: 3 clusters Score -3538504 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 25780 members 
Entering Unmasked Estep 
Score: -3538507.250000 Penalty: 5075.268066
	Iteration 22Q: 3 clusters Score -3538507 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 25775 members 
Entering Unmasked Estep 
Score: -3538506.750000 Penalty: 5075.268066
	Iteration 23Q: 3 clusters Score -3538507 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 25772 members 
Entering Unmasked Estep 
Score: -3538504.000000 Penalty: 5075.268066
	Iteration 24Q: 3 clusters Score -3538504 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 25766 members 
Entering Unmasked Estep 
Score: -3538506.500000 Penalty: 5075.268066
	Iteration 25Q: 3 clusters Score -3538506 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 25769 members 
Entering Unmasked Estep 
Score: -3538513.000000 Penalty: 5075.268066
	Iteration 26Q: 3 clusters Score -3538513 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 25768 members 
Entering Unmasked Estep 
Score: -3538511.750000 Penalty: 5075.268066
	Iteration 27Q: 3 clusters Score -3538512 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 25769 members 
Entering Unmasked Estep 
Score: -3538511.250000 Penalty: 5075.268066
	Iteration 28Q: 3 clusters Score -3538511 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 25771 members 
Entering Unmasked Estep 
Score: -3538510.750000 Penalty: 5075.268066
	Iteration 29Q: 3 clusters Score -3538511 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 25771 members 
Entering Unmasked Estep 
Score: -3538511.750000 Penalty: 5075.268066
	Iteration 30Q: 3 clusters Score -3538512 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 25771 members 
Entering Unmasked Estep 
Score: -3538511.750000 Penalty: 5075.268066
	Iteration 31F: 3 clusters Score -3538512 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Entering Unmasked Estep 
Score: -675491.437500 Penalty: 2172.942139
	Iteration 0F: 2 clusters Score -675491.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -670222.437500 Penalty: 4345.884277
	Iteration 0F: 3 clusters Score -670222.4 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -672129.312500 Penalty: 4345.884277
	Iteration 1F: 3 clusters Score -672129.3 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -673130.687500 Penalty: 4345.884277
	Iteration 2F: 3 clusters Score -673130.7 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -674024.000000 Penalty: 4345.884277
	Iteration 3F: 3 clusters Score -674024 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -674508.437500 Penalty: 4345.884277
	Iteration 4F: 3 clusters Score -674508.4 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -674742.375000 Penalty: 4345.884277
	Iteration 5Q: 3 clusters Score -674742.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -674880.625000 Penalty: 4345.884277
	Iteration 6Q: 3 clusters Score -674880.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -674968.875000 Penalty: 4345.884277
	Iteration 7Q: 3 clusters Score -674968.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -675018.687500 Penalty: 4345.884277
	Iteration 8Q: 3 clusters Score -675018.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -675052.312500 Penalty: 4345.884277
	Iteration 9Q: 3 clusters Score -675052.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -675069.875000 Penalty: 4345.884277
	Iteration 10Q: 3 clusters Score -675069.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -675081.812500 Penalty: 4345.884277
	Iteration 11Q: 3 clusters Score -675081.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -675093.750000 Penalty: 4345.884277
	Iteration 12Q: 3 clusters Score -675093.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -675097.875000 Penalty: 4345.884277
	Iteration 13Q: 3 clusters Score -675097.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -675107.062500 Penalty: 4345.884277
	Iteration 14Q: 3 clusters Score -675107.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -675113.875000 Penalty: 4345.884277
	Iteration 15Q: 3 clusters Score -675113.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -675121.250000 Penalty: 4345.884277
	Iteration 16Q: 3 clusters Score -675121.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -675126.000000 Penalty: 4345.884277
	Iteration 17Q: 3 clusters Score -675126 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -675132.812500 Penalty: 4345.884277
	Iteration 18Q: 3 clusters Score -675132.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -675136.375000 Penalty: 4345.884277
	Iteration 19Q: 3 clusters Score -675136.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -675144.062500 Penalty: 4345.884277
	Iteration 20F: 3 clusters Score -675144.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -675146.437500 Penalty: 4345.884277
	Iteration 21Q: 3 clusters Score -675146.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -675149.500000 Penalty: 4345.884277
	Iteration 22Q: 3 clusters Score -675149.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -675151.687500 Penalty: 4345.884277
	Iteration 23Q: 3 clusters Score -675151.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -675155.125000 Penalty: 4345.884277
	Iteration 24Q: 3 clusters Score -675155.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -675155.937500 Penalty: 4345.884277
	Iteration 25Q: 3 clusters Score -675155.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -675157.625000 Penalty: 4345.884277
	Iteration 26Q: 3 clusters Score -675157.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -675162.875000 Penalty: 4345.884277
	Iteration 27Q: 3 clusters Score -675162.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -675163.375000 Penalty: 4345.884277
	Iteration 28Q: 3 clusters Score -675163.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -675164.937500 Penalty: 4345.884277
	Iteration 29Q: 3 clusters Score -675164.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -675168.187500 Penalty: 4345.884277
	Iteration 30Q: 3 clusters Score -675168.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -675169.062500 Penalty: 4345.884277
	Iteration 31Q: 3 clusters Score -675169.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -675172.875000 Penalty: 4345.884277
	Iteration 32Q: 3 clusters Score -675172.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -675172.125000 Penalty: 4345.884277
	Iteration 33Q: 3 clusters Score -675172.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -675172.187500 Penalty: 4345.884277
	Iteration 34Q: 3 clusters Score -675172.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -675172.187500 Penalty: 4345.884277
	Iteration 35F: 3 clusters Score -675172.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (53070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53070 members 
Entering Unmasked Estep 
Score: -6683049.500000 Penalty: 2698.083008
	Iteration 0F: 2 clusters Score -6683050 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26551 members 
Mstep: Class 2 contains 26519 members 
Entering Unmasked Estep 
Score: -6647325.500000 Penalty: 5396.166016
	Iteration 0F: 3 clusters Score -6647326 nChanged 24644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26147 members 
Mstep: Class 2 contains 26923 members 
Entering Unmasked Estep 
Score: -6661305.500000 Penalty: 5396.166016
	Iteration 1F: 3 clusters Score -6661306 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25691 members 
Mstep: Class 2 contains 27379 members 
Entering Unmasked Estep 
Score: -6662352.000000 Penalty: 5396.166016
	Iteration 2Q: 3 clusters Score -6662352 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25124 members 
Mstep: Class 2 contains 27946 members 
Entering Unmasked Estep 
Score: -6663646.000000 Penalty: 5396.166016
	Iteration 3F: 3 clusters Score -6663646 nChanged 2987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24331 members 
Mstep: Class 2 contains 28739 members 
Entering Unmasked Estep 
Score: -6665161.500000 Penalty: 5396.166016
	Iteration 4F: 3 clusters Score -6665162 nChanged 3041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23340 members 
Mstep: Class 2 contains 29730 members 
Entering Unmasked Estep 
Score: -6666676.500000 Penalty: 5396.166016
	Iteration 5F: 3 clusters Score -6666676 nChanged 2973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22215 members 
Mstep: Class 2 contains 30855 members 
Entering Unmasked Estep 
Score: -6668270.500000 Penalty: 5396.166016
	Iteration 6F: 3 clusters Score -6668270 nChanged 2950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20959 members 
Mstep: Class 2 contains 32111 members 
Entering Unmasked Estep 
Score: -6669824.500000 Penalty: 5396.166016
	Iteration 7F: 3 clusters Score -6669824 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19611 members 
Mstep: Class 2 contains 33459 members 
Entering Unmasked Estep 
Score: -6671342.000000 Penalty: 5396.166016
	Iteration 8F: 3 clusters Score -6671342 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18197 members 
Mstep: Class 2 contains 34873 members 
Entering Unmasked Estep 
Score: -6672972.000000 Penalty: 5396.166016
	Iteration 9Q: 3 clusters Score -6672972 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16856 members 
Mstep: Class 2 contains 36214 members 
Entering Unmasked Estep 
Score: -6674448.500000 Penalty: 5396.166016
	Iteration 10Q: 3 clusters Score -6674448 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15681 members 
Mstep: Class 2 contains 37389 members 
Entering Unmasked Estep 
Score: -6675769.500000 Penalty: 5396.166016
	Iteration 11Q: 3 clusters Score -6675770 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14648 members 
Mstep: Class 2 contains 38422 members 
Entering Unmasked Estep 
Score: -6676831.000000 Penalty: 5396.166016
	Iteration 12Q: 3 clusters Score -6676831 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13731 members 
Mstep: Class 2 contains 39339 members 
Entering Unmasked Estep 
Score: -6677475.500000 Penalty: 5396.166016
	Iteration 13Q: 3 clusters Score -6677476 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12894 members 
Mstep: Class 2 contains 40176 members 
Entering Unmasked Estep 
Score: -6677926.500000 Penalty: 5396.166016
	Iteration 14Q: 3 clusters Score -6677926 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12152 members 
Mstep: Class 2 contains 40918 members 
Entering Unmasked Estep 
Score: -6678221.000000 Penalty: 5396.166016
	Iteration 15Q: 3 clusters Score -6678221 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11511 members 
Mstep: Class 2 contains 41559 members 
Entering Unmasked Estep 
Score: -6678437.500000 Penalty: 5396.166016
	Iteration 16Q: 3 clusters Score -6678438 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10913 members 
Mstep: Class 2 contains 42157 members 
Entering Unmasked Estep 
Score: -6678573.000000 Penalty: 5396.166016
	Iteration 17Q: 3 clusters Score -6678573 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10343 members 
Mstep: Class 2 contains 42727 members 
Entering Unmasked Estep 
Score: -6678770.500000 Penalty: 5396.166016
	Iteration 18Q: 3 clusters Score -6678770 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 43260 members 
Entering Unmasked Estep 
Score: -6678922.500000 Penalty: 5396.166016
	Iteration 19Q: 3 clusters Score -6678922 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 43755 members 
Entering Unmasked Estep 
Score: -6679060.000000 Penalty: 5396.166016
	Iteration 20F: 3 clusters Score -6679060 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 44220 members 
Entering Unmasked Estep 
Score: -6679151.500000 Penalty: 5396.166016
	Iteration 21Q: 3 clusters Score -6679152 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 44695 members 
Entering Unmasked Estep 
Score: -6679275.500000 Penalty: 5396.166016
	Iteration 22Q: 3 clusters Score -6679276 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 45157 members 
Entering Unmasked Estep 
Score: -6679439.500000 Penalty: 5396.166016
	Iteration 23Q: 3 clusters Score -6679440 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 45606 members 
Entering Unmasked Estep 
Score: -6679599.000000 Penalty: 5396.166016
	Iteration 24Q: 3 clusters Score -6679599 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 46037 members 
Entering Unmasked Estep 
Score: -6679715.500000 Penalty: 5396.166016
	Iteration 25Q: 3 clusters Score -6679716 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 46443 members 
Entering Unmasked Estep 
Score: -6679889.500000 Penalty: 5396.166016
	Iteration 26Q: 3 clusters Score -6679890 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 46822 members 
Entering Unmasked Estep 
Score: -6680041.000000 Penalty: 5396.166016
	Iteration 27Q: 3 clusters Score -6680041 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 47170 members 
Entering Unmasked Estep 
Score: -6680174.000000 Penalty: 5396.166016
	Iteration 28Q: 3 clusters Score -6680174 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 47504 members 
Entering Unmasked Estep 
Score: -6680306.500000 Penalty: 5396.166016
	Iteration 29Q: 3 clusters Score -6680306 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 47804 members 
Entering Unmasked Estep 
Score: -6680416.000000 Penalty: 5396.166016
	Iteration 30Q: 3 clusters Score -6680416 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 48073 members 
Entering Unmasked Estep 
Score: -6680508.500000 Penalty: 5396.166016
	Iteration 31Q: 3 clusters Score -6680508 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 48295 members 
Entering Unmasked Estep 
Score: -6680568.500000 Penalty: 5396.166016
	Iteration 32Q: 3 clusters Score -6680568 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 48479 members 
Entering Unmasked Estep 
Score: -6680649.000000 Penalty: 5396.166016
	Iteration 33Q: 3 clusters Score -6680649 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 48660 members 
Entering Unmasked Estep 
Score: -6680692.500000 Penalty: 5396.166016
	Iteration 34Q: 3 clusters Score -6680692 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 48840 members 
Entering Unmasked Estep 
Score: -6680756.000000 Penalty: 5396.166016
	Iteration 35Q: 3 clusters Score -6680756 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 48998 members 
Entering Unmasked Estep 
Score: -6680824.500000 Penalty: 5396.166016
	Iteration 36Q: 3 clusters Score -6680824 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 49144 members 
Entering Unmasked Estep 
Score: -6680837.500000 Penalty: 5396.166016
	Iteration 37Q: 3 clusters Score -6680838 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 49248 members 
Entering Unmasked Estep 
Score: -6680859.500000 Penalty: 5396.166016
	Iteration 38Q: 3 clusters Score -6680860 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 49358 members 
Entering Unmasked Estep 
Score: -6680911.000000 Penalty: 5396.166016
	Iteration 39Q: 3 clusters Score -6680911 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 49478 members 
Entering Unmasked Estep 
Score: -6680966.000000 Penalty: 5396.166016
	Iteration 40F: 3 clusters Score -6680966 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 49584 members 
Entering Unmasked Estep 
Score: -6680999.500000 Penalty: 5396.166016
	Iteration 41Q: 3 clusters Score -6681000 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 49670 members 
Entering Unmasked Estep 
Score: -6681000.500000 Penalty: 5396.166016
	Iteration 42Q: 3 clusters Score -6681000 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 49745 members 
Entering Unmasked Estep 
Score: -6681009.500000 Penalty: 5396.166016
	Iteration 43Q: 3 clusters Score -6681010 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 49806 members 
Entering Unmasked Estep 
Score: -6681053.000000 Penalty: 5396.166016
	Iteration 44Q: 3 clusters Score -6681053 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 49868 members 
Entering Unmasked Estep 
Score: -6681060.000000 Penalty: 5396.166016
	Iteration 45Q: 3 clusters Score -6681060 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 49917 members 
Entering Unmasked Estep 
Score: -6681065.500000 Penalty: 5396.166016
	Iteration 46Q: 3 clusters Score -6681066 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 49965 members 
Entering Unmasked Estep 
Score: -6681081.000000 Penalty: 5396.166016
	Iteration 47Q: 3 clusters Score -6681081 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 50025 members 
Entering Unmasked Estep 
Score: -6681101.000000 Penalty: 5396.166016
	Iteration 48Q: 3 clusters Score -6681101 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 50080 members 
Entering Unmasked Estep 
Score: -6681099.500000 Penalty: 5396.166016
	Iteration 49Q: 3 clusters Score -6681100 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 50119 members 
Entering Unmasked Estep 
Score: -6681099.500000 Penalty: 5396.166016
	Iteration 50Q: 3 clusters Score -6681100 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 50154 members 
Entering Unmasked Estep 
Score: -6681116.500000 Penalty: 5396.166016
	Iteration 51Q: 3 clusters Score -6681116 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 50174 members 
Entering Unmasked Estep 
Score: -6681119.000000 Penalty: 5396.166016
	Iteration 52Q: 3 clusters Score -6681119 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 50191 members 
Entering Unmasked Estep 
Score: -6681109.500000 Penalty: 5396.166016
	Iteration 53Q: 3 clusters Score -6681110 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 50205 members 
Entering Unmasked Estep 
Score: -6681110.500000 Penalty: 5396.166016
	Iteration 54Q: 3 clusters Score -6681110 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 50222 members 
Entering Unmasked Estep 
Score: -6681109.500000 Penalty: 5396.166016
	Iteration 55Q: 3 clusters Score -6681110 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 50240 members 
Entering Unmasked Estep 
Score: -6681111.500000 Penalty: 5396.166016
	Iteration 56Q: 3 clusters Score -6681112 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 50256 members 
Entering Unmasked Estep 
Score: -6681114.000000 Penalty: 5396.166016
	Iteration 57Q: 3 clusters Score -6681114 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 50272 members 
Entering Unmasked Estep 
Score: -6681111.000000 Penalty: 5396.166016
	Iteration 58Q: 3 clusters Score -6681111 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 50290 members 
Entering Unmasked Estep 
Score: -6681121.500000 Penalty: 5396.166016
	Iteration 59Q: 3 clusters Score -6681122 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 50303 members 
Entering Unmasked Estep 
Score: -6681129.000000 Penalty: 5396.166016
	Iteration 60F: 3 clusters Score -6681129 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 50317 members 
Entering Unmasked Estep 
Score: -6681122.000000 Penalty: 5396.166016
	Iteration 61Q: 3 clusters Score -6681122 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 50328 members 
Entering Unmasked Estep 
Score: -6681126.000000 Penalty: 5396.166016
	Iteration 62Q: 3 clusters Score -6681126 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 50338 members 
Entering Unmasked Estep 
Score: -6681132.500000 Penalty: 5396.166016
	Iteration 63Q: 3 clusters Score -6681132 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 50344 members 
Entering Unmasked Estep 
Score: -6681136.500000 Penalty: 5396.166016
	Iteration 64Q: 3 clusters Score -6681136 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 50352 members 
Entering Unmasked Estep 
Score: -6681139.500000 Penalty: 5396.166016
	Iteration 65Q: 3 clusters Score -6681140 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 50361 members 
Entering Unmasked Estep 
Score: -6681136.000000 Penalty: 5396.166016
	Iteration 66Q: 3 clusters Score -6681136 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 50366 members 
Entering Unmasked Estep 
Score: -6681139.000000 Penalty: 5396.166016
	Iteration 67Q: 3 clusters Score -6681139 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 50372 members 
Entering Unmasked Estep 
Score: -6681146.000000 Penalty: 5396.166016
	Iteration 68Q: 3 clusters Score -6681146 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 50380 members 
Entering Unmasked Estep 
Score: -6681156.500000 Penalty: 5396.166016
	Iteration 69Q: 3 clusters Score -6681156 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 50388 members 
Entering Unmasked Estep 
Score: -6681157.000000 Penalty: 5396.166016
	Iteration 70Q: 3 clusters Score -6681157 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 50395 members 
Entering Unmasked Estep 
Score: -6681164.000000 Penalty: 5396.166016
	Iteration 71Q: 3 clusters Score -6681164 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 50399 members 
Entering Unmasked Estep 
Score: -6681161.000000 Penalty: 5396.166016
	Iteration 72Q: 3 clusters Score -6681161 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 50404 members 
Entering Unmasked Estep 
Score: -6681160.500000 Penalty: 5396.166016
	Iteration 73Q: 3 clusters Score -6681160 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 50409 members 
Entering Unmasked Estep 
Score: -6681156.500000 Penalty: 5396.166016
	Iteration 74Q: 3 clusters Score -6681156 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 50411 members 
Entering Unmasked Estep 
Score: -6681162.000000 Penalty: 5396.166016
	Iteration 75Q: 3 clusters Score -6681162 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 50412 members 
Entering Unmasked Estep 
Score: -6681158.000000 Penalty: 5396.166016
	Iteration 76Q: 3 clusters Score -6681158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 50414 members 
Entering Unmasked Estep 
Score: -6681157.500000 Penalty: 5396.166016
	Iteration 77Q: 3 clusters Score -6681158 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 50413 members 
Entering Unmasked Estep 
Score: -6681164.500000 Penalty: 5396.166016
	Iteration 78Q: 3 clusters Score -6681164 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 50413 members 
Entering Unmasked Estep 
Score: -6681164.500000 Penalty: 5396.166016
	Iteration 79F: 3 clusters Score -6681164 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (8831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Entering Unmasked Estep 
Score: -1116837.750000 Penalty: 2253.333740
	Iteration 0F: 2 clusters Score -1116838 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -1109846.625000 Penalty: 4506.667480
	Iteration 0F: 3 clusters Score -1109847 nChanged 3667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -1111729.875000 Penalty: 4506.667480
	Iteration 1F: 3 clusters Score -1111730 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -1112023.000000 Penalty: 4506.667480
	Iteration 2F: 3 clusters Score -1112023 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -1112250.875000 Penalty: 4506.667480
	Iteration 3F: 3 clusters Score -1112251 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -1112489.250000 Penalty: 4506.667480
	Iteration 4Q: 3 clusters Score -1112489 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -1112754.000000 Penalty: 4506.667480
	Iteration 5Q: 3 clusters Score -1112754 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -1113026.125000 Penalty: 4506.667480
	Iteration 6Q: 3 clusters Score -1113026 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -1113327.625000 Penalty: 4506.667480
	Iteration 7Q: 3 clusters Score -1113328 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -1113628.875000 Penalty: 4506.667480
	Iteration 8Q: 3 clusters Score -1113629 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -1113905.750000 Penalty: 4506.667480
	Iteration 9Q: 3 clusters Score -1113906 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -1114134.625000 Penalty: 4506.667480
	Iteration 10Q: 3 clusters Score -1114135 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -1114317.250000 Penalty: 4506.667480
	Iteration 11Q: 3 clusters Score -1114317 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -1114462.125000 Penalty: 4506.667480
	Iteration 12Q: 3 clusters Score -1114462 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -1114567.250000 Penalty: 4506.667480
	Iteration 13Q: 3 clusters Score -1114567 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -1114645.375000 Penalty: 4506.667480
	Iteration 14Q: 3 clusters Score -1114645 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1114685.250000 Penalty: 4506.667480
	Iteration 15Q: 3 clusters Score -1114685 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8411 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -1114717.000000 Penalty: 4506.667480
	Iteration 16Q: 3 clusters Score -1114717 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -1114748.500000 Penalty: 4506.667480
	Iteration 17Q: 3 clusters Score -1114748 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -1114774.500000 Penalty: 4506.667480
	Iteration 18Q: 3 clusters Score -1114774 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -1114790.375000 Penalty: 4506.667480
	Iteration 19Q: 3 clusters Score -1114790 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -1114807.250000 Penalty: 4506.667480
	Iteration 20F: 3 clusters Score -1114807 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -1114821.250000 Penalty: 4506.667480
	Iteration 21Q: 3 clusters Score -1114821 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -1114827.000000 Penalty: 4506.667480
	Iteration 22Q: 3 clusters Score -1114827 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -1114832.625000 Penalty: 4506.667480
	Iteration 23Q: 3 clusters Score -1114833 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -1114839.250000 Penalty: 4506.667480
	Iteration 24Q: 3 clusters Score -1114839 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -1114844.375000 Penalty: 4506.667480
	Iteration 25Q: 3 clusters Score -1114844 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -1114850.125000 Penalty: 4506.667480
	Iteration 26Q: 3 clusters Score -1114850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -1114852.375000 Penalty: 4506.667480
	Iteration 27Q: 3 clusters Score -1114852 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -1114853.125000 Penalty: 4506.667480
	Iteration 28Q: 3 clusters Score -1114853 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -1114853.125000 Penalty: 4506.667480
	Iteration 29F: 3 clusters Score -1114853 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (23873 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23873 members 
Entering Unmasked Estep 
Score: -3011288.500000 Penalty: 2499.964844
	Iteration 0F: 2 clusters Score -3011288 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11855 members 
Mstep: Class 2 contains 12018 members 
Entering Unmasked Estep 
Score: -2994852.500000 Penalty: 4999.929688
	Iteration 0F: 3 clusters Score -2994852 nChanged 10566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11435 members 
Mstep: Class 2 contains 12438 members 
Entering Unmasked Estep 
Score: -3000570.250000 Penalty: 4999.929688
	Iteration 1F: 3 clusters Score -3000570 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11223 members 
Mstep: Class 2 contains 12650 members 
Entering Unmasked Estep 
Score: -3001174.000000 Penalty: 4999.929688
	Iteration 2F: 3 clusters Score -3001174 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11010 members 
Mstep: Class 2 contains 12863 members 
Entering Unmasked Estep 
Score: -3001759.250000 Penalty: 4999.929688
	Iteration 3F: 3 clusters Score -3001759 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 2 contains 13094 members 
Entering Unmasked Estep 
Score: -3002497.250000 Penalty: 4999.929688
	Iteration 4F: 3 clusters Score -3002497 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10596 members 
Mstep: Class 2 contains 13277 members 
Entering Unmasked Estep 
Score: -3003325.000000 Penalty: 4999.929688
	Iteration 5F: 3 clusters Score -3003325 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10481 members 
Mstep: Class 2 contains 13392 members 
Entering Unmasked Estep 
Score: -3004351.500000 Penalty: 4999.929688
	Iteration 6F: 3 clusters Score -3004352 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10420 members 
Mstep: Class 2 contains 13453 members 
Entering Unmasked Estep 
Score: -3005420.750000 Penalty: 4999.929688
	Iteration 7F: 3 clusters Score -3005421 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 13448 members 
Entering Unmasked Estep 
Score: -3006435.000000 Penalty: 4999.929688
	Iteration 8F: 3 clusters Score -3006435 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10449 members 
Mstep: Class 2 contains 13424 members 
Entering Unmasked Estep 
Score: -3007198.750000 Penalty: 4999.929688
	Iteration 9Q: 3 clusters Score -3007199 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10495 members 
Mstep: Class 2 contains 13378 members 
Entering Unmasked Estep 
Score: -3007665.000000 Penalty: 4999.929688
	Iteration 10Q: 3 clusters Score -3007665 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10524 members 
Mstep: Class 2 contains 13349 members 
Entering Unmasked Estep 
Score: -3007978.750000 Penalty: 4999.929688
	Iteration 11Q: 3 clusters Score -3007979 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 13327 members 
Entering Unmasked Estep 
Score: -3008184.750000 Penalty: 4999.929688
	Iteration 12Q: 3 clusters Score -3008185 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10539 members 
Mstep: Class 2 contains 13334 members 
Entering Unmasked Estep 
Score: -3008344.250000 Penalty: 4999.929688
	Iteration 13Q: 3 clusters Score -3008344 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10576 members 
Mstep: Class 2 contains 13297 members 
Entering Unmasked Estep 
Score: -3008467.500000 Penalty: 4999.929688
	Iteration 14Q: 3 clusters Score -3008468 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10627 members 
Mstep: Class 2 contains 13246 members 
Entering Unmasked Estep 
Score: -3008567.750000 Penalty: 4999.929688
	Iteration 15Q: 3 clusters Score -3008568 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10688 members 
Mstep: Class 2 contains 13185 members 
Entering Unmasked Estep 
Score: -3008623.250000 Penalty: 4999.929688
	Iteration 16Q: 3 clusters Score -3008623 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10742 members 
Mstep: Class 2 contains 13131 members 
Entering Unmasked Estep 
Score: -3008669.750000 Penalty: 4999.929688
	Iteration 17Q: 3 clusters Score -3008670 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10785 members 
Mstep: Class 2 contains 13088 members 
Entering Unmasked Estep 
Score: -3008719.750000 Penalty: 4999.929688
	Iteration 18Q: 3 clusters Score -3008720 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10815 members 
Mstep: Class 2 contains 13058 members 
Entering Unmasked Estep 
Score: -3008742.500000 Penalty: 4999.929688
	Iteration 19Q: 3 clusters Score -3008742 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10856 members 
Mstep: Class 2 contains 13017 members 
Entering Unmasked Estep 
Score: -3008775.750000 Penalty: 4999.929688
	Iteration 20F: 3 clusters Score -3008776 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10922 members 
Mstep: Class 2 contains 12951 members 
Entering Unmasked Estep 
Score: -3008789.500000 Penalty: 4999.929688
	Iteration 21Q: 3 clusters Score -3008790 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10972 members 
Mstep: Class 2 contains 12901 members 
Entering Unmasked Estep 
Score: -3008807.250000 Penalty: 4999.929688
	Iteration 22Q: 3 clusters Score -3008807 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11014 members 
Mstep: Class 2 contains 12859 members 
Entering Unmasked Estep 
Score: -3008809.750000 Penalty: 4999.929688
	Iteration 23Q: 3 clusters Score -3008810 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11046 members 
Mstep: Class 2 contains 12827 members 
Entering Unmasked Estep 
Score: -3008808.750000 Penalty: 4999.929688
	Iteration 24Q: 3 clusters Score -3008809 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11071 members 
Mstep: Class 2 contains 12802 members 
Entering Unmasked Estep 
Score: -3008826.000000 Penalty: 4999.929688
	Iteration 25Q: 3 clusters Score -3008826 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11101 members 
Mstep: Class 2 contains 12772 members 
Entering Unmasked Estep 
Score: -3008836.000000 Penalty: 4999.929688
	Iteration 26Q: 3 clusters Score -3008836 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11121 members 
Mstep: Class 2 contains 12752 members 
Entering Unmasked Estep 
Score: -3008841.250000 Penalty: 4999.929688
	Iteration 27Q: 3 clusters Score -3008841 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11133 members 
Mstep: Class 2 contains 12740 members 
Entering Unmasked Estep 
Score: -3008851.000000 Penalty: 4999.929688
	Iteration 28Q: 3 clusters Score -3008851 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11141 members 
Mstep: Class 2 contains 12732 members 
Entering Unmasked Estep 
Score: -3008855.000000 Penalty: 4999.929688
	Iteration 29Q: 3 clusters Score -3008855 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11141 members 
Mstep: Class 2 contains 12732 members 
Entering Unmasked Estep 
Score: -3008858.250000 Penalty: 4999.929688
	Iteration 30Q: 3 clusters Score -3008858 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11157 members 
Mstep: Class 2 contains 12716 members 
Entering Unmasked Estep 
Score: -3008863.250000 Penalty: 4999.929688
	Iteration 31Q: 3 clusters Score -3008863 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11174 members 
Mstep: Class 2 contains 12699 members 
Entering Unmasked Estep 
Score: -3008862.500000 Penalty: 4999.929688
	Iteration 32Q: 3 clusters Score -3008862 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11185 members 
Mstep: Class 2 contains 12688 members 
Entering Unmasked Estep 
Score: -3008866.500000 Penalty: 4999.929688
	Iteration 33Q: 3 clusters Score -3008866 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11197 members 
Mstep: Class 2 contains 12676 members 
Entering Unmasked Estep 
Score: -3008866.000000 Penalty: 4999.929688
	Iteration 34Q: 3 clusters Score -3008866 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11208 members 
Mstep: Class 2 contains 12665 members 
Entering Unmasked Estep 
Score: -3008870.000000 Penalty: 4999.929688
	Iteration 35Q: 3 clusters Score -3008870 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11221 members 
Mstep: Class 2 contains 12652 members 
Entering Unmasked Estep 
Score: -3008870.250000 Penalty: 4999.929688
	Iteration 36Q: 3 clusters Score -3008870 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11229 members 
Mstep: Class 2 contains 12644 members 
Entering Unmasked Estep 
Score: -3008870.000000 Penalty: 4999.929688
	Iteration 37Q: 3 clusters Score -3008870 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11233 members 
Mstep: Class 2 contains 12640 members 
Entering Unmasked Estep 
Score: -3008869.750000 Penalty: 4999.929688
	Iteration 38Q: 3 clusters Score -3008870 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11238 members 
Mstep: Class 2 contains 12635 members 
Entering Unmasked Estep 
Score: -3008872.000000 Penalty: 4999.929688
	Iteration 39Q: 3 clusters Score -3008872 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11244 members 
Mstep: Class 2 contains 12629 members 
Entering Unmasked Estep 
Score: -3008868.500000 Penalty: 4999.929688
	Iteration 40F: 3 clusters Score -3008868 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11250 members 
Mstep: Class 2 contains 12623 members 
Entering Unmasked Estep 
Score: -3008869.500000 Penalty: 4999.929688
	Iteration 41Q: 3 clusters Score -3008870 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11253 members 
Mstep: Class 2 contains 12620 members 
Entering Unmasked Estep 
Score: -3008870.250000 Penalty: 4999.929688
	Iteration 42Q: 3 clusters Score -3008870 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11254 members 
Mstep: Class 2 contains 12619 members 
Entering Unmasked Estep 
Score: -3008867.750000 Penalty: 4999.929688
	Iteration 43Q: 3 clusters Score -3008868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11255 members 
Mstep: Class 2 contains 12618 members 
Entering Unmasked Estep 
Score: -3008867.000000 Penalty: 4999.929688
	Iteration 44Q: 3 clusters Score -3008867 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11256 members 
Mstep: Class 2 contains 12617 members 
Entering Unmasked Estep 
Score: -3008866.000000 Penalty: 4999.929688
	Iteration 45Q: 3 clusters Score -3008866 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11256 members 
Mstep: Class 2 contains 12617 members 
Entering Unmasked Estep 
Score: -3008866.000000 Penalty: 4999.929688
	Iteration 46F: 3 clusters Score -3008866 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (7838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Entering Unmasked Estep 
Score: -979974.875000 Penalty: 2223.751221
	Iteration 0F: 2 clusters Score -979974.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -973595.062500 Penalty: 4447.502441
	Iteration 0F: 3 clusters Score -973595.1 nChanged 3169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -975369.750000 Penalty: 4447.502441
	Iteration 1F: 3 clusters Score -975369.8 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -975731.187500 Penalty: 4447.502441
	Iteration 2F: 3 clusters Score -975731.2 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -976025.687500 Penalty: 4447.502441
	Iteration 3F: 3 clusters Score -976025.7 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -976277.000000 Penalty: 4447.502441
	Iteration 4F: 3 clusters Score -976277 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -976548.500000 Penalty: 4447.502441
	Iteration 5Q: 3 clusters Score -976548.5 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -976828.062500 Penalty: 4447.502441
	Iteration 6Q: 3 clusters Score -976828.1 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -977136.312500 Penalty: 4447.502441
	Iteration 7Q: 3 clusters Score -977136.3 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -977417.250000 Penalty: 4447.502441
	Iteration 8Q: 3 clusters Score -977417.2 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -977695.375000 Penalty: 4447.502441
	Iteration 9Q: 3 clusters Score -977695.4 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -977969.812500 Penalty: 4447.502441
	Iteration 10Q: 3 clusters Score -977969.8 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -978268.062500 Penalty: 4447.502441
	Iteration 11Q: 3 clusters Score -978268.1 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -978514.187500 Penalty: 4447.502441
	Iteration 12Q: 3 clusters Score -978514.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -978731.375000 Penalty: 4447.502441
	Iteration 13Q: 3 clusters Score -978731.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -978870.125000 Penalty: 4447.502441
	Iteration 14Q: 3 clusters Score -978870.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -978959.437500 Penalty: 4447.502441
	Iteration 15Q: 3 clusters Score -978959.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -979015.750000 Penalty: 4447.502441
	Iteration 16Q: 3 clusters Score -979015.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -979038.062500 Penalty: 4447.502441
	Iteration 17Q: 3 clusters Score -979038.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -979051.625000 Penalty: 4447.502441
	Iteration 18Q: 3 clusters Score -979051.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -979059.562500 Penalty: 4447.502441
	Iteration 19Q: 3 clusters Score -979059.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -979065.437500 Penalty: 4447.502441
	Iteration 20F: 3 clusters Score -979065.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -979072.187500 Penalty: 4447.502441
	Iteration 21Q: 3 clusters Score -979072.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -979074.500000 Penalty: 4447.502441
	Iteration 22Q: 3 clusters Score -979074.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -979078.187500 Penalty: 4447.502441
	Iteration 23Q: 3 clusters Score -979078.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -979079.937500 Penalty: 4447.502441
	Iteration 24Q: 3 clusters Score -979079.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -979079.937500 Penalty: 4447.502441
	Iteration 25F: 3 clusters Score -979079.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (23134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23134 members 
Entering Unmasked Estep 
Score: -2957371.500000 Penalty: 2492.166504
	Iteration 0F: 2 clusters Score -2957372 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11477 members 
Mstep: Class 2 contains 11657 members 
Entering Unmasked Estep 
Score: -2941255.000000 Penalty: 4984.333008
	Iteration 0F: 3 clusters Score -2941255 nChanged 10328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11261 members 
Mstep: Class 2 contains 11873 members 
Entering Unmasked Estep 
Score: -2946830.250000 Penalty: 4984.333008
	Iteration 1F: 3 clusters Score -2946830 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11215 members 
Mstep: Class 2 contains 11919 members 
Entering Unmasked Estep 
Score: -2947382.000000 Penalty: 4984.333008
	Iteration 2F: 3 clusters Score -2947382 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11160 members 
Mstep: Class 2 contains 11974 members 
Entering Unmasked Estep 
Score: -2947892.000000 Penalty: 4984.333008
	Iteration 3F: 3 clusters Score -2947892 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11108 members 
Mstep: Class 2 contains 12026 members 
Entering Unmasked Estep 
Score: -2948328.000000 Penalty: 4984.333008
	Iteration 4Q: 3 clusters Score -2948328 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10992 members 
Mstep: Class 2 contains 12142 members 
Entering Unmasked Estep 
Score: -2948745.000000 Penalty: 4984.333008
	Iteration 5Q: 3 clusters Score -2948745 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10906 members 
Mstep: Class 2 contains 12228 members 
Entering Unmasked Estep 
Score: -2949083.750000 Penalty: 4984.333008
	Iteration 6Q: 3 clusters Score -2949084 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10798 members 
Mstep: Class 2 contains 12336 members 
Entering Unmasked Estep 
Score: -2949383.750000 Penalty: 4984.333008
	Iteration 7Q: 3 clusters Score -2949384 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10652 members 
Mstep: Class 2 contains 12482 members 
Entering Unmasked Estep 
Score: -2949638.250000 Penalty: 4984.333008
	Iteration 8Q: 3 clusters Score -2949638 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10462 members 
Mstep: Class 2 contains 12672 members 
Entering Unmasked Estep 
Score: -2949871.000000 Penalty: 4984.333008
	Iteration 9Q: 3 clusters Score -2949871 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10178 members 
Mstep: Class 2 contains 12956 members 
Entering Unmasked Estep 
Score: -2950087.000000 Penalty: 4984.333008
	Iteration 10Q: 3 clusters Score -2950087 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 13279 members 
Entering Unmasked Estep 
Score: -2950290.750000 Penalty: 4984.333008
	Iteration 11Q: 3 clusters Score -2950291 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9464 members 
Mstep: Class 2 contains 13670 members 
Entering Unmasked Estep 
Score: -2950514.000000 Penalty: 4984.333008
	Iteration 12Q: 3 clusters Score -2950514 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 14118 members 
Entering Unmasked Estep 
Score: -2950748.000000 Penalty: 4984.333008
	Iteration 13Q: 3 clusters Score -2950748 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 14623 members 
Entering Unmasked Estep 
Score: -2951025.750000 Penalty: 4984.333008
	Iteration 14Q: 3 clusters Score -2951026 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 15173 members 
Entering Unmasked Estep 
Score: -2951312.500000 Penalty: 4984.333008
	Iteration 15Q: 3 clusters Score -2951312 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 15780 members 
Entering Unmasked Estep 
Score: -2951653.500000 Penalty: 4984.333008
	Iteration 16Q: 3 clusters Score -2951654 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 16373 members 
Entering Unmasked Estep 
Score: -2951943.250000 Penalty: 4984.333008
	Iteration 17Q: 3 clusters Score -2951943 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 16962 members 
Entering Unmasked Estep 
Score: -2952243.250000 Penalty: 4984.333008
	Iteration 18Q: 3 clusters Score -2952243 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 17544 members 
Entering Unmasked Estep 
Score: -2952512.250000 Penalty: 4984.333008
	Iteration 19Q: 3 clusters Score -2952512 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 18086 members 
Entering Unmasked Estep 
Score: -2952762.250000 Penalty: 4984.333008
	Iteration 20F: 3 clusters Score -2952762 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 18583 members 
Entering Unmasked Estep 
Score: -2952997.500000 Penalty: 4984.333008
	Iteration 21Q: 3 clusters Score -2952998 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 19024 members 
Entering Unmasked Estep 
Score: -2953223.000000 Penalty: 4984.333008
	Iteration 22Q: 3 clusters Score -2953223 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 19469 members 
Entering Unmasked Estep 
Score: -2953462.000000 Penalty: 4984.333008
	Iteration 23Q: 3 clusters Score -2953462 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 19910 members 
Entering Unmasked Estep 
Score: -2953717.500000 Penalty: 4984.333008
	Iteration 24Q: 3 clusters Score -2953718 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 20297 members 
Entering Unmasked Estep 
Score: -2953923.250000 Penalty: 4984.333008
	Iteration 25Q: 3 clusters Score -2953923 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 20641 members 
Entering Unmasked Estep 
Score: -2954113.250000 Penalty: 4984.333008
	Iteration 26Q: 3 clusters Score -2954113 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 20980 members 
Entering Unmasked Estep 
Score: -2954331.500000 Penalty: 4984.333008
	Iteration 27Q: 3 clusters Score -2954332 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 21253 members 
Entering Unmasked Estep 
Score: -2954492.500000 Penalty: 4984.333008
	Iteration 28Q: 3 clusters Score -2954492 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 21487 members 
Entering Unmasked Estep 
Score: -2954621.500000 Penalty: 4984.333008
	Iteration 29Q: 3 clusters Score -2954622 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 21659 members 
Entering Unmasked Estep 
Score: -2954705.000000 Penalty: 4984.333008
	Iteration 30Q: 3 clusters Score -2954705 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 21796 members 
Entering Unmasked Estep 
Score: -2954781.750000 Penalty: 4984.333008
	Iteration 31Q: 3 clusters Score -2954782 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 21908 members 
Entering Unmasked Estep 
Score: -2954841.750000 Penalty: 4984.333008
	Iteration 32Q: 3 clusters Score -2954842 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 21998 members 
Entering Unmasked Estep 
Score: -2954887.250000 Penalty: 4984.333008
	Iteration 33Q: 3 clusters Score -2954887 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 22090 members 
Entering Unmasked Estep 
Score: -2954940.000000 Penalty: 4984.333008
	Iteration 34Q: 3 clusters Score -2954940 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 22146 members 
Entering Unmasked Estep 
Score: -2954974.000000 Penalty: 4984.333008
	Iteration 35Q: 3 clusters Score -2954974 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 22196 members 
Entering Unmasked Estep 
Score: -2955020.000000 Penalty: 4984.333008
	Iteration 36Q: 3 clusters Score -2955020 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 22249 members 
Entering Unmasked Estep 
Score: -2955048.000000 Penalty: 4984.333008
	Iteration 37Q: 3 clusters Score -2955048 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 22294 members 
Entering Unmasked Estep 
Score: -2955082.000000 Penalty: 4984.333008
	Iteration 38Q: 3 clusters Score -2955082 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 22325 members 
Entering Unmasked Estep 
Score: -2955100.750000 Penalty: 4984.333008
	Iteration 39Q: 3 clusters Score -2955101 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 22347 members 
Entering Unmasked Estep 
Score: -2955119.500000 Penalty: 4984.333008
	Iteration 40F: 3 clusters Score -2955120 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 22368 members 
Entering Unmasked Estep 
Score: -2955126.250000 Penalty: 4984.333008
	Iteration 41Q: 3 clusters Score -2955126 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 22387 members 
Entering Unmasked Estep 
Score: -2955128.500000 Penalty: 4984.333008
	Iteration 42Q: 3 clusters Score -2955128 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 22405 members 
Entering Unmasked Estep 
Score: -2955148.500000 Penalty: 4984.333008
	Iteration 43Q: 3 clusters Score -2955148 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 22424 members 
Entering Unmasked Estep 
Score: -2955157.250000 Penalty: 4984.333008
	Iteration 44Q: 3 clusters Score -2955157 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 22435 members 
Entering Unmasked Estep 
Score: -2955168.750000 Penalty: 4984.333008
	Iteration 45Q: 3 clusters Score -2955169 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 22447 members 
Entering Unmasked Estep 
Score: -2955172.500000 Penalty: 4984.333008
	Iteration 46Q: 3 clusters Score -2955172 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 22455 members 
Entering Unmasked Estep 
Score: -2955179.000000 Penalty: 4984.333008
	Iteration 47Q: 3 clusters Score -2955179 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 22463 members 
Entering Unmasked Estep 
Score: -2955183.000000 Penalty: 4984.333008
	Iteration 48Q: 3 clusters Score -2955183 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 22471 members 
Entering Unmasked Estep 
Score: -2955188.500000 Penalty: 4984.333008
	Iteration 49Q: 3 clusters Score -2955188 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 22474 members 
Entering Unmasked Estep 
Score: -2955191.750000 Penalty: 4984.333008
	Iteration 50Q: 3 clusters Score -2955192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 22476 members 
Entering Unmasked Estep 
Score: -2955195.750000 Penalty: 4984.333008
	Iteration 51Q: 3 clusters Score -2955196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 22477 members 
Entering Unmasked Estep 
Score: -2955195.750000 Penalty: 4984.333008
	Iteration 52Q: 3 clusters Score -2955196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 22478 members 
Entering Unmasked Estep 
Score: -2955195.000000 Penalty: 4984.333008
	Iteration 53Q: 3 clusters Score -2955195 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 22480 members 
Entering Unmasked Estep 
Score: -2955195.500000 Penalty: 4984.333008
	Iteration 54Q: 3 clusters Score -2955196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 22481 members 
Entering Unmasked Estep 
Score: -2955198.000000 Penalty: 4984.333008
	Iteration 55Q: 3 clusters Score -2955198 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 22483 members 
Entering Unmasked Estep 
Score: -2955198.750000 Penalty: 4984.333008
	Iteration 56Q: 3 clusters Score -2955199 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 22487 members 
Entering Unmasked Estep 
Score: -2955204.000000 Penalty: 4984.333008
	Iteration 57Q: 3 clusters Score -2955204 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 22488 members 
Entering Unmasked Estep 
Score: -2955205.250000 Penalty: 4984.333008
	Iteration 58Q: 3 clusters Score -2955205 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 22488 members 
Entering Unmasked Estep 
Score: -2955205.250000 Penalty: 4984.333008
	Iteration 59F: 3 clusters Score -2955205 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Entering Unmasked Estep 
Score: -469231.562500 Penalty: 2042.369507
	Iteration 0F: 2 clusters Score -469231.6 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 1945 members 
Entering Unmasked Estep 
Score: -465494.000000 Penalty: 4084.739014
	Iteration 0F: 3 clusters Score -465494 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -466344.531250 Penalty: 4084.739014
	Iteration 1F: 3 clusters Score -466344.5 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -466517.750000 Penalty: 4084.739014
	Iteration 2F: 3 clusters Score -466517.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -466634.718750 Penalty: 4084.739014
	Iteration 3Q: 3 clusters Score -466634.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -466716.250000 Penalty: 4084.739014
	Iteration 4Q: 3 clusters Score -466716.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -466760.500000 Penalty: 4084.739014
	Iteration 5Q: 3 clusters Score -466760.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -466788.437500 Penalty: 4084.739014
	Iteration 6Q: 3 clusters Score -466788.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -466813.281250 Penalty: 4084.739014
	Iteration 7Q: 3 clusters Score -466813.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -466844.093750 Penalty: 4084.739014
	Iteration 8Q: 3 clusters Score -466844.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -466876.125000 Penalty: 4084.739014
	Iteration 9Q: 3 clusters Score -466876.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -466904.406250 Penalty: 4084.739014
	Iteration 10Q: 3 clusters Score -466904.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -466932.125000 Penalty: 4084.739014
	Iteration 11Q: 3 clusters Score -466932.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -466953.562500 Penalty: 4084.739014
	Iteration 12Q: 3 clusters Score -466953.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -466972.718750 Penalty: 4084.739014
	Iteration 13Q: 3 clusters Score -466972.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -466993.937500 Penalty: 4084.739014
	Iteration 14Q: 3 clusters Score -466993.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -467019.187500 Penalty: 4084.739014
	Iteration 15Q: 3 clusters Score -467019.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -467043.750000 Penalty: 4084.739014
	Iteration 16Q: 3 clusters Score -467043.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -467064.500000 Penalty: 4084.739014
	Iteration 17Q: 3 clusters Score -467064.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -467085.125000 Penalty: 4084.739014
	Iteration 18Q: 3 clusters Score -467085.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -467106.562500 Penalty: 4084.739014
	Iteration 19Q: 3 clusters Score -467106.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -467131.062500 Penalty: 4084.739014
	Iteration 20F: 3 clusters Score -467131.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -467155.562500 Penalty: 4084.739014
	Iteration 21Q: 3 clusters Score -467155.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -467181.500000 Penalty: 4084.739014
	Iteration 22Q: 3 clusters Score -467181.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -467204.781250 Penalty: 4084.739014
	Iteration 23Q: 3 clusters Score -467204.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -467221.562500 Penalty: 4084.739014
	Iteration 24Q: 3 clusters Score -467221.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -467239.562500 Penalty: 4084.739014
	Iteration 25Q: 3 clusters Score -467239.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -467261.750000 Penalty: 4084.739014
	Iteration 26Q: 3 clusters Score -467261.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -467280.718750 Penalty: 4084.739014
	Iteration 27Q: 3 clusters Score -467280.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -467302.500000 Penalty: 4084.739014
	Iteration 28Q: 3 clusters Score -467302.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -467321.187500 Penalty: 4084.739014
	Iteration 29Q: 3 clusters Score -467321.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -467337.937500 Penalty: 4084.739014
	Iteration 30Q: 3 clusters Score -467337.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -467359.937500 Penalty: 4084.739014
	Iteration 31Q: 3 clusters Score -467359.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -467377.156250 Penalty: 4084.739014
	Iteration 32Q: 3 clusters Score -467377.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -467391.281250 Penalty: 4084.739014
	Iteration 33Q: 3 clusters Score -467391.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -467406.093750 Penalty: 4084.739014
	Iteration 34Q: 3 clusters Score -467406.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -467420.875000 Penalty: 4084.739014
	Iteration 35Q: 3 clusters Score -467420.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -467442.437500 Penalty: 4084.739014
	Iteration 36Q: 3 clusters Score -467442.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -467463.093750 Penalty: 4084.739014
	Iteration 37Q: 3 clusters Score -467463.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -467476.468750 Penalty: 4084.739014
	Iteration 38Q: 3 clusters Score -467476.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -467484.843750 Penalty: 4084.739014
	Iteration 39Q: 3 clusters Score -467484.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -467497.937500 Penalty: 4084.739014
	Iteration 40F: 3 clusters Score -467497.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -467512.968750 Penalty: 4084.739014
	Iteration 41Q: 3 clusters Score -467513 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -467528.718750 Penalty: 4084.739014
	Iteration 42Q: 3 clusters Score -467528.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -467550.875000 Penalty: 4084.739014
	Iteration 43Q: 3 clusters Score -467550.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -467564.906250 Penalty: 4084.739014
	Iteration 44Q: 3 clusters Score -467564.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -467573.625000 Penalty: 4084.739014
	Iteration 45Q: 3 clusters Score -467573.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -467578.843750 Penalty: 4084.739014
	Iteration 46Q: 3 clusters Score -467578.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -467583.875000 Penalty: 4084.739014
	Iteration 47Q: 3 clusters Score -467583.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -467588.750000 Penalty: 4084.739014
	Iteration 48Q: 3 clusters Score -467588.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -467592.093750 Penalty: 4084.739014
	Iteration 49Q: 3 clusters Score -467592.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -467596.218750 Penalty: 4084.739014
	Iteration 50Q: 3 clusters Score -467596.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -467600.593750 Penalty: 4084.739014
	Iteration 51Q: 3 clusters Score -467600.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -467601.375000 Penalty: 4084.739014
	Iteration 52Q: 3 clusters Score -467601.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -467602.312500 Penalty: 4084.739014
	Iteration 53Q: 3 clusters Score -467602.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -467607.406250 Penalty: 4084.739014
	Iteration 54Q: 3 clusters Score -467607.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -467610.093750 Penalty: 4084.739014
	Iteration 55Q: 3 clusters Score -467610.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -467611.031250 Penalty: 4084.739014
	Iteration 56Q: 3 clusters Score -467611 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -467616.718750 Penalty: 4084.739014
	Iteration 57Q: 3 clusters Score -467616.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -467622.562500 Penalty: 4084.739014
	Iteration 58Q: 3 clusters Score -467622.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -467627.500000 Penalty: 4084.739014
	Iteration 59Q: 3 clusters Score -467627.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -467629.125000 Penalty: 4084.739014
	Iteration 60F: 3 clusters Score -467629.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -467633.375000 Penalty: 4084.739014
	Iteration 61Q: 3 clusters Score -467633.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -467635.312500 Penalty: 4084.739014
	Iteration 62Q: 3 clusters Score -467635.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -467635.312500 Penalty: 4084.739014
	Iteration 63F: 3 clusters Score -467635.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Entering Unmasked Estep 
Score: -242780.015625 Penalty: 1888.349365
	Iteration 0F: 2 clusters Score -242780 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -241086.781250 Penalty: 3776.698730
	Iteration 0F: 3 clusters Score -241086.8 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -245010.968750 Penalty: 3776.698730
	Iteration 1F: 3 clusters Score -245011 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -246592.812500 Penalty: 3776.698730
	Iteration 2F: 3 clusters Score -246592.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -247107.859375 Penalty: 3776.698730
	Iteration 3F: 3 clusters Score -247107.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -247366.890625 Penalty: 3776.698730
	Iteration 4Q: 3 clusters Score -247366.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -247569.093750 Penalty: 3776.698730
	Iteration 5Q: 3 clusters Score -247569.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -247781.234375 Penalty: 3776.698730
	Iteration 6Q: 3 clusters Score -247781.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -247925.187500 Penalty: 3776.698730
	Iteration 7Q: 3 clusters Score -247925.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -248089.468750 Penalty: 3776.698730
	Iteration 8Q: 3 clusters Score -248089.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -248163.484375 Penalty: 3776.698730
	Iteration 9Q: 3 clusters Score -248163.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -248234.140625 Penalty: 3776.698730
	Iteration 10Q: 3 clusters Score -248234.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -248300.781250 Penalty: 3776.698730
	Iteration 11Q: 3 clusters Score -248300.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -248390.687500 Penalty: 3776.698730
	Iteration 12Q: 3 clusters Score -248390.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -248415.578125 Penalty: 3776.698730
	Iteration 13Q: 3 clusters Score -248415.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -248453.015625 Penalty: 3776.698730
	Iteration 14Q: 3 clusters Score -248453 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -248467.484375 Penalty: 3776.698730
	Iteration 15Q: 3 clusters Score -248467.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -248465.953125 Penalty: 3776.698730
	Iteration 16Q: 3 clusters Score -248466 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -248466.843750 Penalty: 3776.698730
	Iteration 17Q: 3 clusters Score -248466.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -248477.812500 Penalty: 3776.698730
	Iteration 18Q: 3 clusters Score -248477.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -248478.953125 Penalty: 3776.698730
	Iteration 19Q: 3 clusters Score -248479 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -248508.171875 Penalty: 3776.698730
	Iteration 20F: 3 clusters Score -248508.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -248545.062500 Penalty: 3776.698730
	Iteration 21Q: 3 clusters Score -248545.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -248551.281250 Penalty: 3776.698730
	Iteration 22Q: 3 clusters Score -248551.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -248562.343750 Penalty: 3776.698730
	Iteration 23Q: 3 clusters Score -248562.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -248565.296875 Penalty: 3776.698730
	Iteration 24Q: 3 clusters Score -248565.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -248569.468750 Penalty: 3776.698730
	Iteration 25Q: 3 clusters Score -248569.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -248569.468750 Penalty: 3776.698730
	Iteration 26F: 3 clusters Score -248569.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 45456 members 
Mstep: Class 2 contains 4379 members 
Mstep: Class 3 contains 37092 members 
Mstep: Class 4 contains 2241 members 
Mstep: Class 5 contains 4162 members 
Mstep: Class 6 contains 10584 members 
Mstep: Class 7 contains 6519 members 
Mstep: Class 8 contains 4408 members 
Mstep: Class 9 contains 222545 members 
Mstep: Class 10 contains 27789 members 
Mstep: Class 11 contains 6386 members 
Mstep: Class 12 contains 53070 members 
Mstep: Class 13 contains 8831 members 
Mstep: Class 14 contains 23873 members 
Mstep: Class 15 contains 7838 members 
Mstep: Class 16 contains 23134 members 
Mstep: Class 17 contains 3772 members 
Mstep: Class 18 contains 1136 members 
Mstep: Class 19 contains 17466 members 
Mstep: Class 20 contains 2597 members 
Mstep: Class 21 contains 160766 members 
Mstep: Class 22 contains 181920 members 
Mstep: Class 23 contains 11028 members 
Mstep: Class 24 contains 6666 members 
Mstep: Class 25 contains 9488 members 
Mstep: Class 26 contains 63327 members 
Mstep: Class 27 contains 519 members 
Mstep: Class 28 contains 6315 members 
Mstep: Class 29 contains 12455 members 
Mstep: Class 30 contains 9655 members 
Mstep: Class 31 contains 56666 members 
Mstep: Class 32 contains 46724 members 
Mstep: Class 33 contains 13537 members 
Mstep: Class 34 contains 30368 members 
Mstep: Class 35 contains 8222 members 
Mstep: Class 36 contains 5309 members 
Mstep: Class 37 contains 7086 members 
Mstep: Class 38 contains 2171 members 
Mstep: Class 39 contains 4520 members 
Mstep: Class 40 contains 3371 members 
Mstep: Class 41 contains 1129 members 
Mstep: Class 42 contains 7891 members 
Mstep: Class 43 contains 3390 members 
Mstep: Class 44 contains 4115 members 
Mstep: Class 45 contains 17349 members 
Mstep: Class 46 contains 891 members 
Entering Unmasked Estep 
Score: -147470384.000000 Penalty: 159575.000000
Splitting cluster 18 changes total score from -147465840.000000 to -147470384.000000
So it's getting split into cluster 46.
Entering ConstructFrom: 
Trying to split cluster 19 (17466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17466 members 
Entering Unmasked Estep 
Score: -2035087.875000 Penalty: 2422.466797
	Iteration 0F: 2 clusters Score -2035088 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -2022562.750000 Penalty: 4844.933594
	Iteration 0F: 3 clusters Score -2022563 nChanged 7678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -2026928.125000 Penalty: 4844.933594
	Iteration 1F: 3 clusters Score -2026928 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -2027621.125000 Penalty: 4844.933594
	Iteration 2F: 3 clusters Score -2027621 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -2028468.625000 Penalty: 4844.933594
	Iteration 3F: 3 clusters Score -2028469 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9199 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -2029422.250000 Penalty: 4844.933594
	Iteration 4F: 3 clusters Score -2029422 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -2030360.375000 Penalty: 4844.933594
	Iteration 5F: 3 clusters Score -2030360 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -2031263.250000 Penalty: 4844.933594
	Iteration 6F: 3 clusters Score -2031263 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -2031989.875000 Penalty: 4844.933594
	Iteration 7F: 3 clusters Score -2031990 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -2032466.125000 Penalty: 4844.933594
	Iteration 8Q: 3 clusters Score -2032466 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -2032784.625000 Penalty: 4844.933594
	Iteration 9Q: 3 clusters Score -2032785 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10541 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -2033041.375000 Penalty: 4844.933594
	Iteration 10Q: 3 clusters Score -2033041 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10716 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -2033218.625000 Penalty: 4844.933594
	Iteration 11Q: 3 clusters Score -2033219 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10848 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -2033343.750000 Penalty: 4844.933594
	Iteration 12Q: 3 clusters Score -2033344 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10967 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -2033416.375000 Penalty: 4844.933594
	Iteration 13Q: 3 clusters Score -2033416 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11053 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -2033482.250000 Penalty: 4844.933594
	Iteration 14Q: 3 clusters Score -2033482 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11140 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -2033530.625000 Penalty: 4844.933594
	Iteration 15Q: 3 clusters Score -2033531 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11235 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -2033577.625000 Penalty: 4844.933594
	Iteration 16Q: 3 clusters Score -2033578 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11328 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -2033625.125000 Penalty: 4844.933594
	Iteration 17Q: 3 clusters Score -2033625 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11414 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -2033664.000000 Penalty: 4844.933594
	Iteration 18Q: 3 clusters Score -2033664 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11514 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -2033694.750000 Penalty: 4844.933594
	Iteration 19Q: 3 clusters Score -2033695 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11610 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -2033726.000000 Penalty: 4844.933594
	Iteration 20F: 3 clusters Score -2033726 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11690 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -2033755.625000 Penalty: 4844.933594
	Iteration 21Q: 3 clusters Score -2033756 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11762 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -2033774.875000 Penalty: 4844.933594
	Iteration 22Q: 3 clusters Score -2033775 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11832 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -2033790.500000 Penalty: 4844.933594
	Iteration 23Q: 3 clusters Score -2033790 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11907 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -2033811.500000 Penalty: 4844.933594
	Iteration 24Q: 3 clusters Score -2033812 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11975 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -2033820.375000 Penalty: 4844.933594
	Iteration 25Q: 3 clusters Score -2033820 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12035 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -2033833.750000 Penalty: 4844.933594
	Iteration 26Q: 3 clusters Score -2033834 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12089 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -2033852.500000 Penalty: 4844.933594
	Iteration 27Q: 3 clusters Score -2033852 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12155 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -2033866.125000 Penalty: 4844.933594
	Iteration 28Q: 3 clusters Score -2033866 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12213 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -2033879.250000 Penalty: 4844.933594
	Iteration 29Q: 3 clusters Score -2033879 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12269 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -2033905.250000 Penalty: 4844.933594
	Iteration 30Q: 3 clusters Score -2033905 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12331 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -2033911.750000 Penalty: 4844.933594
	Iteration 31Q: 3 clusters Score -2033912 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12374 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -2033932.625000 Penalty: 4844.933594
	Iteration 32Q: 3 clusters Score -2033933 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12419 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -2033947.000000 Penalty: 4844.933594
	Iteration 33Q: 3 clusters Score -2033947 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12458 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -2033950.250000 Penalty: 4844.933594
	Iteration 34Q: 3 clusters Score -2033950 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12489 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -2033962.500000 Penalty: 4844.933594
	Iteration 35Q: 3 clusters Score -2033962 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12510 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -2033964.125000 Penalty: 4844.933594
	Iteration 36Q: 3 clusters Score -2033964 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12522 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -2033965.875000 Penalty: 4844.933594
	Iteration 37Q: 3 clusters Score -2033966 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12527 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -2033966.000000 Penalty: 4844.933594
	Iteration 38Q: 3 clusters Score -2033966 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12534 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -2033968.625000 Penalty: 4844.933594
	Iteration 39Q: 3 clusters Score -2033969 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12538 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -2033967.250000 Penalty: 4844.933594
	Iteration 40F: 3 clusters Score -2033967 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12542 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -2033965.250000 Penalty: 4844.933594
	Iteration 41Q: 3 clusters Score -2033965 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12545 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -2033966.875000 Penalty: 4844.933594
	Iteration 42Q: 3 clusters Score -2033967 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12548 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -2033968.500000 Penalty: 4844.933594
	Iteration 43Q: 3 clusters Score -2033968 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12549 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -2033968.375000 Penalty: 4844.933594
	Iteration 44Q: 3 clusters Score -2033968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12547 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -2033971.375000 Penalty: 4844.933594
	Iteration 45Q: 3 clusters Score -2033971 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12547 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -2033971.375000 Penalty: 4844.933594
	Iteration 46F: 3 clusters Score -2033971 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Entering Unmasked Estep 
Score: -329480.531250 Penalty: 1949.803833
	Iteration 0F: 2 clusters Score -329480.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -326478.125000 Penalty: 3899.607666
	Iteration 0F: 3 clusters Score -326478.1 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -327020.906250 Penalty: 3899.607666
	Iteration 1F: 3 clusters Score -327020.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -327159.406250 Penalty: 3899.607666
	Iteration 2F: 3 clusters Score -327159.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -327258.375000 Penalty: 3899.607666
	Iteration 3Q: 3 clusters Score -327258.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -327350.218750 Penalty: 3899.607666
	Iteration 4Q: 3 clusters Score -327350.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -327435.781250 Penalty: 3899.607666
	Iteration 5Q: 3 clusters Score -327435.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -327511.843750 Penalty: 3899.607666
	Iteration 6Q: 3 clusters Score -327511.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -327560.187500 Penalty: 3899.607666
	Iteration 7Q: 3 clusters Score -327560.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -327590.875000 Penalty: 3899.607666
	Iteration 8Q: 3 clusters Score -327590.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -327615.843750 Penalty: 3899.607666
	Iteration 9Q: 3 clusters Score -327615.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -327631.937500 Penalty: 3899.607666
	Iteration 10Q: 3 clusters Score -327631.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -327640.937500 Penalty: 3899.607666
	Iteration 11Q: 3 clusters Score -327640.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -327650.312500 Penalty: 3899.607666
	Iteration 12Q: 3 clusters Score -327650.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -327655.875000 Penalty: 3899.607666
	Iteration 13Q: 3 clusters Score -327655.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -327657.906250 Penalty: 3899.607666
	Iteration 14Q: 3 clusters Score -327657.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -327658.937500 Penalty: 3899.607666
	Iteration 15Q: 3 clusters Score -327658.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -327660.187500 Penalty: 3899.607666
	Iteration 16Q: 3 clusters Score -327660.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -327660.937500 Penalty: 3899.607666
	Iteration 17Q: 3 clusters Score -327660.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -327662.250000 Penalty: 3899.607666
	Iteration 18Q: 3 clusters Score -327662.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -327664.156250 Penalty: 3899.607666
	Iteration 19Q: 3 clusters Score -327664.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -327665.468750 Penalty: 3899.607666
	Iteration 20F: 3 clusters Score -327665.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -327667.531250 Penalty: 3899.607666
	Iteration 21Q: 3 clusters Score -327667.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -327667.906250 Penalty: 3899.607666
	Iteration 22Q: 3 clusters Score -327667.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -327669.031250 Penalty: 3899.607666
	Iteration 23Q: 3 clusters Score -327669 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -327670.125000 Penalty: 3899.607666
	Iteration 24Q: 3 clusters Score -327670.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -327671.250000 Penalty: 3899.607666
	Iteration 25Q: 3 clusters Score -327671.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -327672.812500 Penalty: 3899.607666
	Iteration 26Q: 3 clusters Score -327672.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -327675.312500 Penalty: 3899.607666
	Iteration 27Q: 3 clusters Score -327675.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -327678.093750 Penalty: 3899.607666
	Iteration 28Q: 3 clusters Score -327678.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -327679.750000 Penalty: 3899.607666
	Iteration 29Q: 3 clusters Score -327679.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -327682.000000 Penalty: 3899.607666
	Iteration 30Q: 3 clusters Score -327682 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -327683.656250 Penalty: 3899.607666
	Iteration 31Q: 3 clusters Score -327683.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -327685.218750 Penalty: 3899.607666
	Iteration 32Q: 3 clusters Score -327685.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -327685.250000 Penalty: 3899.607666
	Iteration 33Q: 3 clusters Score -327685.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -327686.562500 Penalty: 3899.607666
	Iteration 34Q: 3 clusters Score -327686.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -327686.156250 Penalty: 3899.607666
	Iteration 35Q: 3 clusters Score -327686.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -327686.906250 Penalty: 3899.607666
	Iteration 36Q: 3 clusters Score -327686.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -327686.906250 Penalty: 3899.607666
	Iteration 37F: 3 clusters Score -327686.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (160766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160766 members 
Entering Unmasked Estep 
Score: -20611852.000000 Penalty: 2972.950928
	Iteration 0F: 2 clusters Score -2.061185e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80382 members 
Mstep: Class 2 contains 80384 members 
Entering Unmasked Estep 
Score: -20503896.000000 Penalty: 5945.901855
	Iteration 0F: 3 clusters Score -2.05039e+07 nChanged 77000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80192 members 
Mstep: Class 2 contains 80574 members 
Entering Unmasked Estep 
Score: -20549224.000000 Penalty: 5945.901855
	Iteration 1F: 3 clusters Score -2.054922e+07 nChanged 4690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80782 members 
Mstep: Class 2 contains 79984 members 
Entering Unmasked Estep 
Score: -20550104.000000 Penalty: 5945.901855
	Iteration 2Q: 3 clusters Score -2.05501e+07 nChanged 5118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81720 members 
Mstep: Class 2 contains 79046 members 
Entering Unmasked Estep 
Score: -20551386.000000 Penalty: 5945.901855
	Iteration 3Q: 3 clusters Score -2.055139e+07 nChanged 5453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83099 members 
Mstep: Class 2 contains 77667 members 
Entering Unmasked Estep 
Score: -20552914.000000 Penalty: 5945.901855
	Iteration 4Q: 3 clusters Score -2.055291e+07 nChanged 6143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85190 members 
Mstep: Class 2 contains 75576 members 
Entering Unmasked Estep 
Score: -20555012.000000 Penalty: 5945.901855
	Iteration 5Q: 3 clusters Score -2.055501e+07 nChanged 7011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88121 members 
Mstep: Class 2 contains 72645 members 
Entering Unmasked Estep 
Score: -20557630.000000 Penalty: 5945.901855
	Iteration 6Q: 3 clusters Score -2.055763e+07 nChanged 7930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91849 members 
Mstep: Class 2 contains 68917 members 
Entering Unmasked Estep 
Score: -20561522.000000 Penalty: 5945.901855
	Iteration 7Q: 3 clusters Score -2.056152e+07 nChanged 8746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96163 members 
Mstep: Class 2 contains 64603 members 
Entering Unmasked Estep 
Score: -20566338.000000 Penalty: 5945.901855
	Iteration 8F: 3 clusters Score -2.056634e+07 nChanged 9052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100505 members 
Mstep: Class 2 contains 60261 members 
Entering Unmasked Estep 
Score: -20571860.000000 Penalty: 5945.901855
	Iteration 9F: 3 clusters Score -2.057186e+07 nChanged 8784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104113 members 
Mstep: Class 2 contains 56653 members 
Entering Unmasked Estep 
Score: -20577816.000000 Penalty: 5945.901855
	Iteration 10F: 3 clusters Score -2.057782e+07 nChanged 7810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106649 members 
Mstep: Class 2 contains 54117 members 
Entering Unmasked Estep 
Score: -20582722.000000 Penalty: 5945.901855
	Iteration 11Q: 3 clusters Score -2.058272e+07 nChanged 6364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108405 members 
Mstep: Class 2 contains 52361 members 
Entering Unmasked Estep 
Score: -20585948.000000 Penalty: 5945.901855
	Iteration 12Q: 3 clusters Score -2.058595e+07 nChanged 4518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110149 members 
Mstep: Class 2 contains 50617 members 
Entering Unmasked Estep 
Score: -20587804.000000 Penalty: 5945.901855
	Iteration 13Q: 3 clusters Score -2.05878e+07 nChanged 3140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112069 members 
Mstep: Class 2 contains 48697 members 
Entering Unmasked Estep 
Score: -20588964.000000 Penalty: 5945.901855
	Iteration 14Q: 3 clusters Score -2.058896e+07 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113974 members 
Mstep: Class 2 contains 46792 members 
Entering Unmasked Estep 
Score: -20589752.000000 Penalty: 5945.901855
	Iteration 15Q: 3 clusters Score -2.058975e+07 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116046 members 
Mstep: Class 2 contains 44720 members 
Entering Unmasked Estep 
Score: -20590464.000000 Penalty: 5945.901855
	Iteration 16Q: 3 clusters Score -2.059046e+07 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118105 members 
Mstep: Class 2 contains 42661 members 
Entering Unmasked Estep 
Score: -20591308.000000 Penalty: 5945.901855
	Iteration 17Q: 3 clusters Score -2.059131e+07 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120213 members 
Mstep: Class 2 contains 40553 members 
Entering Unmasked Estep 
Score: -20592082.000000 Penalty: 5945.901855
	Iteration 18Q: 3 clusters Score -2.059208e+07 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122308 members 
Mstep: Class 2 contains 38458 members 
Entering Unmasked Estep 
Score: -20592852.000000 Penalty: 5945.901855
	Iteration 19Q: 3 clusters Score -2.059285e+07 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124330 members 
Mstep: Class 2 contains 36436 members 
Entering Unmasked Estep 
Score: -20593662.000000 Penalty: 5945.901855
	Iteration 20F: 3 clusters Score -2.059366e+07 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126288 members 
Mstep: Class 2 contains 34478 members 
Entering Unmasked Estep 
Score: -20594358.000000 Penalty: 5945.901855
	Iteration 21Q: 3 clusters Score -2.059436e+07 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128207 members 
Mstep: Class 2 contains 32559 members 
Entering Unmasked Estep 
Score: -20595010.000000 Penalty: 5945.901855
	Iteration 22Q: 3 clusters Score -2.059501e+07 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130118 members 
Mstep: Class 2 contains 30648 members 
Entering Unmasked Estep 
Score: -20595760.000000 Penalty: 5945.901855
	Iteration 23Q: 3 clusters Score -2.059576e+07 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132001 members 
Mstep: Class 2 contains 28765 members 
Entering Unmasked Estep 
Score: -20596448.000000 Penalty: 5945.901855
	Iteration 24Q: 3 clusters Score -2.059645e+07 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133905 members 
Mstep: Class 2 contains 26861 members 
Entering Unmasked Estep 
Score: -20597074.000000 Penalty: 5945.901855
	Iteration 25Q: 3 clusters Score -2.059707e+07 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135815 members 
Mstep: Class 2 contains 24951 members 
Entering Unmasked Estep 
Score: -20597860.000000 Penalty: 5945.901855
	Iteration 26Q: 3 clusters Score -2.059786e+07 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137687 members 
Mstep: Class 2 contains 23079 members 
Entering Unmasked Estep 
Score: -20598650.000000 Penalty: 5945.901855
	Iteration 27Q: 3 clusters Score -2.059865e+07 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139584 members 
Mstep: Class 2 contains 21182 members 
Entering Unmasked Estep 
Score: -20599540.000000 Penalty: 5945.901855
	Iteration 28Q: 3 clusters Score -2.059954e+07 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141453 members 
Mstep: Class 2 contains 19313 members 
Entering Unmasked Estep 
Score: -20600338.000000 Penalty: 5945.901855
	Iteration 29Q: 3 clusters Score -2.060034e+07 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143279 members 
Mstep: Class 2 contains 17487 members 
Entering Unmasked Estep 
Score: -20601262.000000 Penalty: 5945.901855
	Iteration 30Q: 3 clusters Score -2.060126e+07 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145046 members 
Mstep: Class 2 contains 15720 members 
Entering Unmasked Estep 
Score: -20602052.000000 Penalty: 5945.901855
	Iteration 31Q: 3 clusters Score -2.060205e+07 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146783 members 
Mstep: Class 2 contains 13983 members 
Entering Unmasked Estep 
Score: -20602956.000000 Penalty: 5945.901855
	Iteration 32Q: 3 clusters Score -2.060296e+07 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148494 members 
Mstep: Class 2 contains 12272 members 
Entering Unmasked Estep 
Score: -20603892.000000 Penalty: 5945.901855
	Iteration 33Q: 3 clusters Score -2.060389e+07 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150143 members 
Mstep: Class 2 contains 10623 members 
Entering Unmasked Estep 
Score: -20604724.000000 Penalty: 5945.901855
	Iteration 34Q: 3 clusters Score -2.060472e+07 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151710 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -20605518.000000 Penalty: 5945.901855
	Iteration 35Q: 3 clusters Score -2.060552e+07 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153126 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -20606246.000000 Penalty: 5945.901855
	Iteration 36Q: 3 clusters Score -2.060625e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154384 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -20606952.000000 Penalty: 5945.901855
	Iteration 37Q: 3 clusters Score -2.060695e+07 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155466 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -20607570.000000 Penalty: 5945.901855
	Iteration 38Q: 3 clusters Score -2.060757e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156289 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -20607928.000000 Penalty: 5945.901855
	Iteration 39Q: 3 clusters Score -2.060793e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156925 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -20608230.000000 Penalty: 5945.901855
	Iteration 40F: 3 clusters Score -2.060823e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157438 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -20608428.000000 Penalty: 5945.901855
	Iteration 41Q: 3 clusters Score -2.060843e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157871 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -20608650.000000 Penalty: 5945.901855
	Iteration 42Q: 3 clusters Score -2.060865e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158184 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -20608796.000000 Penalty: 5945.901855
	Iteration 43Q: 3 clusters Score -2.06088e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158419 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -20608900.000000 Penalty: 5945.901855
	Iteration 44Q: 3 clusters Score -2.06089e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158605 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -20608980.000000 Penalty: 5945.901855
	Iteration 45Q: 3 clusters Score -2.060898e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158742 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -20609038.000000 Penalty: 5945.901855
	Iteration 46Q: 3 clusters Score -2.060904e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158854 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -20609098.000000 Penalty: 5945.901855
	Iteration 47Q: 3 clusters Score -2.06091e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158938 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -20609094.000000 Penalty: 5945.901855
	Iteration 48Q: 3 clusters Score -2.060909e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159018 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -20609134.000000 Penalty: 5945.901855
	Iteration 49Q: 3 clusters Score -2.060913e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159076 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -20609164.000000 Penalty: 5945.901855
	Iteration 50Q: 3 clusters Score -2.060916e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159123 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -20609162.000000 Penalty: 5945.901855
	Iteration 51Q: 3 clusters Score -2.060916e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159176 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -20609164.000000 Penalty: 5945.901855
	Iteration 52Q: 3 clusters Score -2.060916e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159236 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -20609200.000000 Penalty: 5945.901855
	Iteration 53Q: 3 clusters Score -2.06092e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159284 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -20609238.000000 Penalty: 5945.901855
	Iteration 54Q: 3 clusters Score -2.060924e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159336 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -20609270.000000 Penalty: 5945.901855
	Iteration 55Q: 3 clusters Score -2.060927e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159373 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -20609270.000000 Penalty: 5945.901855
	Iteration 56Q: 3 clusters Score -2.060927e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159411 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -20609258.000000 Penalty: 5945.901855
	Iteration 57Q: 3 clusters Score -2.060926e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159441 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -20609290.000000 Penalty: 5945.901855
	Iteration 58Q: 3 clusters Score -2.060929e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159470 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -20609328.000000 Penalty: 5945.901855
	Iteration 59Q: 3 clusters Score -2.060933e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159494 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -20609342.000000 Penalty: 5945.901855
	Iteration 60F: 3 clusters Score -2.060934e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159518 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -20609328.000000 Penalty: 5945.901855
	Iteration 61Q: 3 clusters Score -2.060933e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159538 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -20609336.000000 Penalty: 5945.901855
	Iteration 62Q: 3 clusters Score -2.060934e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159554 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -20609354.000000 Penalty: 5945.901855
	Iteration 63Q: 3 clusters Score -2.060935e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159566 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -20609332.000000 Penalty: 5945.901855
	Iteration 64Q: 3 clusters Score -2.060933e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159576 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -20609322.000000 Penalty: 5945.901855
	Iteration 65Q: 3 clusters Score -2.060932e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159585 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -20609320.000000 Penalty: 5945.901855
	Iteration 66Q: 3 clusters Score -2.060932e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159589 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -20609326.000000 Penalty: 5945.901855
	Iteration 67Q: 3 clusters Score -2.060933e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159594 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -20609318.000000 Penalty: 5945.901855
	Iteration 68Q: 3 clusters Score -2.060932e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159597 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -20609320.000000 Penalty: 5945.901855
	Iteration 69Q: 3 clusters Score -2.060932e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159600 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -20609314.000000 Penalty: 5945.901855
	Iteration 70Q: 3 clusters Score -2.060931e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159603 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -20609324.000000 Penalty: 5945.901855
	Iteration 71Q: 3 clusters Score -2.060932e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159605 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -20609314.000000 Penalty: 5945.901855
	Iteration 72Q: 3 clusters Score -2.060931e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159606 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -20609316.000000 Penalty: 5945.901855
	Iteration 73Q: 3 clusters Score -2.060932e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159606 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -20609316.000000 Penalty: 5945.901855
	Iteration 74F: 3 clusters Score -2.060932e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (181920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181920 members 
Entering Unmasked Estep 
Score: -23362662.000000 Penalty: 3003.607910
	Iteration 0F: 2 clusters Score -2.336266e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90853 members 
Mstep: Class 2 contains 91067 members 
Entering Unmasked Estep 
Score: -23241962.000000 Penalty: 6007.215820
	Iteration 0F: 3 clusters Score -2.324196e+07 nChanged 87421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87646 members 
Mstep: Class 2 contains 94274 members 
Entering Unmasked Estep 
Score: -23292396.000000 Penalty: 6007.215820
	Iteration 1F: 3 clusters Score -2.32924e+07 nChanged 4612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85922 members 
Mstep: Class 2 contains 95998 members 
Entering Unmasked Estep 
Score: -23293076.000000 Penalty: 6007.215820
	Iteration 2Q: 3 clusters Score -2.329308e+07 nChanged 4975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83213 members 
Mstep: Class 2 contains 98707 members 
Entering Unmasked Estep 
Score: -23294202.000000 Penalty: 6007.215820
	Iteration 3Q: 3 clusters Score -2.32942e+07 nChanged 5929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78912 members 
Mstep: Class 2 contains 103008 members 
Entering Unmasked Estep 
Score: -23295824.000000 Penalty: 6007.215820
	Iteration 4Q: 3 clusters Score -2.329582e+07 nChanged 7581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72433 members 
Mstep: Class 2 contains 109487 members 
Entering Unmasked Estep 
Score: -23298682.000000 Penalty: 6007.215820
	Iteration 5Q: 3 clusters Score -2.329868e+07 nChanged 10233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62900 members 
Mstep: Class 2 contains 119020 members 
Entering Unmasked Estep 
Score: -23304106.000000 Penalty: 6007.215820
	Iteration 6F: 3 clusters Score -2.330411e+07 nChanged 13504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49774 members 
Mstep: Class 2 contains 132146 members 
Entering Unmasked Estep 
Score: -23313754.000000 Penalty: 6007.215820
	Iteration 7F: 3 clusters Score -2.331375e+07 nChanged 15790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34132 members 
Mstep: Class 2 contains 147788 members 
Entering Unmasked Estep 
Score: -23327790.000000 Penalty: 6007.215820
	Iteration 8F: 3 clusters Score -2.332779e+07 nChanged 15156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19014 members 
Mstep: Class 2 contains 162906 members 
Entering Unmasked Estep 
Score: -23342694.000000 Penalty: 6007.215820
	Iteration 9F: 3 clusters Score -2.334269e+07 nChanged 10800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 173698 members 
Entering Unmasked Estep 
Score: -23353274.000000 Penalty: 6007.215820
	Iteration 10F: 3 clusters Score -2.335327e+07 nChanged 5328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 179024 members 
Entering Unmasked Estep 
Score: -23357846.000000 Penalty: 6007.215820
	Iteration 11Q: 3 clusters Score -2.335785e+07 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 180997 members 
Entering Unmasked Estep 
Score: -23359240.000000 Penalty: 6007.215820
	Iteration 12Q: 3 clusters Score -2.335924e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 181510 members 
Entering Unmasked Estep 
Score: -23359700.000000 Penalty: 6007.215820
	Iteration 13Q: 3 clusters Score -2.33597e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 181622 members 
Entering Unmasked Estep 
Score: -23359884.000000 Penalty: 6007.215820
	Iteration 14Q: 3 clusters Score -2.335988e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 181655 members 
Entering Unmasked Estep 
Score: -23359946.000000 Penalty: 6007.215820
	Iteration 15Q: 3 clusters Score -2.335995e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 181669 members 
Entering Unmasked Estep 
Score: -23359992.000000 Penalty: 6007.215820
	Iteration 16Q: 3 clusters Score -2.335999e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 181679 members 
Entering Unmasked Estep 
Score: -23359996.000000 Penalty: 6007.215820
	Iteration 17Q: 3 clusters Score -2.336e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 181682 members 
Entering Unmasked Estep 
Score: -23360010.000000 Penalty: 6007.215820
	Iteration 18Q: 3 clusters Score -2.336001e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 181687 members 
Entering Unmasked Estep 
Score: -23360014.000000 Penalty: 6007.215820
	Iteration 19Q: 3 clusters Score -2.336001e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 181688 members 
Entering Unmasked Estep 
Score: -23360026.000000 Penalty: 6007.215820
	Iteration 20F: 3 clusters Score -2.336003e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 181686 members 
Entering Unmasked Estep 
Score: -23360026.000000 Penalty: 6007.215820
	Iteration 21Q: 3 clusters Score -2.336003e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 181684 members 
Entering Unmasked Estep 
Score: -23360034.000000 Penalty: 6007.215820
	Iteration 22Q: 3 clusters Score -2.336003e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 181684 members 
Entering Unmasked Estep 
Score: -23360034.000000 Penalty: 6007.215820
	Iteration 23F: 3 clusters Score -2.336003e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (11028 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11028 members 
Entering Unmasked Estep 
Score: -1384005.750000 Penalty: 2308.431885
	Iteration 0F: 2 clusters Score -1384006 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -1375644.750000 Penalty: 4616.863770
	Iteration 0F: 3 clusters Score -1375645 nChanged 4663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -1378061.250000 Penalty: 4616.863770
	Iteration 1F: 3 clusters Score -1378061 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -1378391.500000 Penalty: 4616.863770
	Iteration 2F: 3 clusters Score -1378392 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -1378650.000000 Penalty: 4616.863770
	Iteration 3F: 3 clusters Score -1378650 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -1378884.375000 Penalty: 4616.863770
	Iteration 4Q: 3 clusters Score -1378884 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -1379126.875000 Penalty: 4616.863770
	Iteration 5Q: 3 clusters Score -1379127 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -1379395.625000 Penalty: 4616.863770
	Iteration 6Q: 3 clusters Score -1379396 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -1379632.750000 Penalty: 4616.863770
	Iteration 7Q: 3 clusters Score -1379633 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -1379830.750000 Penalty: 4616.863770
	Iteration 8Q: 3 clusters Score -1379831 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -1380005.125000 Penalty: 4616.863770
	Iteration 9Q: 3 clusters Score -1380005 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -1380178.000000 Penalty: 4616.863770
	Iteration 10Q: 3 clusters Score -1380178 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -1380352.500000 Penalty: 4616.863770
	Iteration 11Q: 3 clusters Score -1380352 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -1380545.625000 Penalty: 4616.863770
	Iteration 12Q: 3 clusters Score -1380546 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -1380751.375000 Penalty: 4616.863770
	Iteration 13Q: 3 clusters Score -1380751 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -1380966.875000 Penalty: 4616.863770
	Iteration 14Q: 3 clusters Score -1380967 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -1381221.875000 Penalty: 4616.863770
	Iteration 15Q: 3 clusters Score -1381222 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -1381496.375000 Penalty: 4616.863770
	Iteration 16Q: 3 clusters Score -1381496 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -1381748.375000 Penalty: 4616.863770
	Iteration 17Q: 3 clusters Score -1381748 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -1381952.000000 Penalty: 4616.863770
	Iteration 18Q: 3 clusters Score -1381952 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -1382117.125000 Penalty: 4616.863770
	Iteration 19Q: 3 clusters Score -1382117 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -1382229.625000 Penalty: 4616.863770
	Iteration 20F: 3 clusters Score -1382230 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -1382311.500000 Penalty: 4616.863770
	Iteration 21Q: 3 clusters Score -1382312 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -1382365.375000 Penalty: 4616.863770
	Iteration 22Q: 3 clusters Score -1382365 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -1382401.125000 Penalty: 4616.863770
	Iteration 23Q: 3 clusters Score -1382401 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -1382439.625000 Penalty: 4616.863770
	Iteration 24Q: 3 clusters Score -1382440 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -1382454.875000 Penalty: 4616.863770
	Iteration 25Q: 3 clusters Score -1382455 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -1382476.625000 Penalty: 4616.863770
	Iteration 26Q: 3 clusters Score -1382477 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -1382485.625000 Penalty: 4616.863770
	Iteration 27Q: 3 clusters Score -1382486 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -1382494.000000 Penalty: 4616.863770
	Iteration 28Q: 3 clusters Score -1382494 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -1382498.875000 Penalty: 4616.863770
	Iteration 29Q: 3 clusters Score -1382499 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -1382499.000000 Penalty: 4616.863770
	Iteration 30Q: 3 clusters Score -1382499 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -1382507.875000 Penalty: 4616.863770
	Iteration 31Q: 3 clusters Score -1382508 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -1382514.000000 Penalty: 4616.863770
	Iteration 32Q: 3 clusters Score -1382514 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -1382518.375000 Penalty: 4616.863770
	Iteration 33Q: 3 clusters Score -1382518 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -1382525.125000 Penalty: 4616.863770
	Iteration 34Q: 3 clusters Score -1382525 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -1382529.875000 Penalty: 4616.863770
	Iteration 35Q: 3 clusters Score -1382530 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -1382538.625000 Penalty: 4616.863770
	Iteration 36Q: 3 clusters Score -1382539 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -1382542.625000 Penalty: 4616.863770
	Iteration 37Q: 3 clusters Score -1382543 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -1382541.250000 Penalty: 4616.863770
	Iteration 38Q: 3 clusters Score -1382541 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -1382545.625000 Penalty: 4616.863770
	Iteration 39Q: 3 clusters Score -1382546 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -1382550.625000 Penalty: 4616.863770
	Iteration 40F: 3 clusters Score -1382551 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -1382552.125000 Penalty: 4616.863770
	Iteration 41Q: 3 clusters Score -1382552 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -1382556.875000 Penalty: 4616.863770
	Iteration 42Q: 3 clusters Score -1382557 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -1382558.750000 Penalty: 4616.863770
	Iteration 43Q: 3 clusters Score -1382559 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -1382559.625000 Penalty: 4616.863770
	Iteration 44Q: 3 clusters Score -1382560 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -1382557.625000 Penalty: 4616.863770
	Iteration 45Q: 3 clusters Score -1382558 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -1382559.125000 Penalty: 4616.863770
	Iteration 46Q: 3 clusters Score -1382559 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -1382558.875000 Penalty: 4616.863770
	Iteration 47Q: 3 clusters Score -1382559 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -1382559.750000 Penalty: 4616.863770
	Iteration 48Q: 3 clusters Score -1382560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -1382559.250000 Penalty: 4616.863770
	Iteration 49Q: 3 clusters Score -1382559 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -1382562.000000 Penalty: 4616.863770
	Iteration 50Q: 3 clusters Score -1382562 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -1382562.750000 Penalty: 4616.863770
	Iteration 51Q: 3 clusters Score -1382563 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -1382561.625000 Penalty: 4616.863770
	Iteration 52Q: 3 clusters Score -1382562 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -1382564.250000 Penalty: 4616.863770
	Iteration 53Q: 3 clusters Score -1382564 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -1382567.625000 Penalty: 4616.863770
	Iteration 54Q: 3 clusters Score -1382568 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -1382568.750000 Penalty: 4616.863770
	Iteration 55Q: 3 clusters Score -1382569 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -1382571.125000 Penalty: 4616.863770
	Iteration 56Q: 3 clusters Score -1382571 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -1382573.000000 Penalty: 4616.863770
	Iteration 57Q: 3 clusters Score -1382573 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -1382569.250000 Penalty: 4616.863770
	Iteration 58Q: 3 clusters Score -1382569 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -1382570.000000 Penalty: 4616.863770
	Iteration 59Q: 3 clusters Score -1382570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -1382568.500000 Penalty: 4616.863770
	Iteration 60F: 3 clusters Score -1382568 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -1382573.000000 Penalty: 4616.863770
	Iteration 61Q: 3 clusters Score -1382573 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -1382573.625000 Penalty: 4616.863770
	Iteration 62Q: 3 clusters Score -1382574 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -1382574.125000 Penalty: 4616.863770
	Iteration 63Q: 3 clusters Score -1382574 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -1382574.125000 Penalty: 4616.863770
	Iteration 64Q: 3 clusters Score -1382574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -1382578.125000 Penalty: 4616.863770
	Iteration 65Q: 3 clusters Score -1382578 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -1382578.375000 Penalty: 4616.863770
	Iteration 66Q: 3 clusters Score -1382578 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -1382578.000000 Penalty: 4616.863770
	Iteration 67Q: 3 clusters Score -1382578 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -1382577.875000 Penalty: 4616.863770
	Iteration 68Q: 3 clusters Score -1382578 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -1382577.375000 Penalty: 4616.863770
	Iteration 69Q: 3 clusters Score -1382577 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -1382580.250000 Penalty: 4616.863770
	Iteration 70Q: 3 clusters Score -1382580 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -1382581.875000 Penalty: 4616.863770
	Iteration 71Q: 3 clusters Score -1382582 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -1382581.250000 Penalty: 4616.863770
	Iteration 72Q: 3 clusters Score -1382581 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -1382582.500000 Penalty: 4616.863770
	Iteration 73Q: 3 clusters Score -1382582 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -1382584.875000 Penalty: 4616.863770
	Iteration 74Q: 3 clusters Score -1382585 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -1382581.875000 Penalty: 4616.863770
	Iteration 75Q: 3 clusters Score -1382582 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -1382582.000000 Penalty: 4616.863770
	Iteration 76Q: 3 clusters Score -1382582 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -1382584.000000 Penalty: 4616.863770
	Iteration 77Q: 3 clusters Score -1382584 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -1382583.000000 Penalty: 4616.863770
	Iteration 78Q: 3 clusters Score -1382583 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -1382585.625000 Penalty: 4616.863770
	Iteration 79Q: 3 clusters Score -1382586 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -1382586.875000 Penalty: 4616.863770
	Iteration 80F: 3 clusters Score -1382587 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -1382586.000000 Penalty: 4616.863770
	Iteration 81Q: 3 clusters Score -1382586 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -1382586.000000 Penalty: 4616.863770
	Iteration 82F: 3 clusters Score -1382586 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (6666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Entering Unmasked Estep 
Score: -837851.875000 Penalty: 2183.584229
	Iteration 0F: 2 clusters Score -837851.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -832310.437500 Penalty: 4367.168457
	Iteration 0F: 3 clusters Score -832310.4 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -833980.437500 Penalty: 4367.168457
	Iteration 1F: 3 clusters Score -833980.4 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -834413.937500 Penalty: 4367.168457
	Iteration 2F: 3 clusters Score -834413.9 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -834738.875000 Penalty: 4367.168457
	Iteration 3F: 3 clusters Score -834738.9 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -835053.375000 Penalty: 4367.168457
	Iteration 4F: 3 clusters Score -835053.4 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -835348.250000 Penalty: 4367.168457
	Iteration 5F: 3 clusters Score -835348.2 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -835625.562500 Penalty: 4367.168457
	Iteration 6F: 3 clusters Score -835625.6 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -835876.437500 Penalty: 4367.168457
	Iteration 7Q: 3 clusters Score -835876.4 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -836102.625000 Penalty: 4367.168457
	Iteration 8Q: 3 clusters Score -836102.6 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -836305.687500 Penalty: 4367.168457
	Iteration 9Q: 3 clusters Score -836305.7 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -836468.812500 Penalty: 4367.168457
	Iteration 10Q: 3 clusters Score -836468.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -836607.250000 Penalty: 4367.168457
	Iteration 11Q: 3 clusters Score -836607.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -836716.562500 Penalty: 4367.168457
	Iteration 12Q: 3 clusters Score -836716.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -836821.062500 Penalty: 4367.168457
	Iteration 13Q: 3 clusters Score -836821.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -836906.375000 Penalty: 4367.168457
	Iteration 14Q: 3 clusters Score -836906.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -837000.250000 Penalty: 4367.168457
	Iteration 15Q: 3 clusters Score -837000.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -837057.000000 Penalty: 4367.168457
	Iteration 16Q: 3 clusters Score -837057 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -837089.625000 Penalty: 4367.168457
	Iteration 17Q: 3 clusters Score -837089.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -837112.500000 Penalty: 4367.168457
	Iteration 18Q: 3 clusters Score -837112.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -837119.812500 Penalty: 4367.168457
	Iteration 19Q: 3 clusters Score -837119.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -837125.125000 Penalty: 4367.168457
	Iteration 20F: 3 clusters Score -837125.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -837134.937500 Penalty: 4367.168457
	Iteration 21Q: 3 clusters Score -837134.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -837141.875000 Penalty: 4367.168457
	Iteration 22Q: 3 clusters Score -837141.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -837149.812500 Penalty: 4367.168457
	Iteration 23Q: 3 clusters Score -837149.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -837156.375000 Penalty: 4367.168457
	Iteration 24Q: 3 clusters Score -837156.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -837159.875000 Penalty: 4367.168457
	Iteration 25Q: 3 clusters Score -837159.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -837160.437500 Penalty: 4367.168457
	Iteration 26Q: 3 clusters Score -837160.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -837162.687500 Penalty: 4367.168457
	Iteration 27Q: 3 clusters Score -837162.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -837167.062500 Penalty: 4367.168457
	Iteration 28Q: 3 clusters Score -837167.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -837164.937500 Penalty: 4367.168457
	Iteration 29Q: 3 clusters Score -837164.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -837169.125000 Penalty: 4367.168457
	Iteration 30Q: 3 clusters Score -837169.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -837168.125000 Penalty: 4367.168457
	Iteration 31Q: 3 clusters Score -837168.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -837168.062500 Penalty: 4367.168457
	Iteration 32Q: 3 clusters Score -837168.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -837168.750000 Penalty: 4367.168457
	Iteration 33Q: 3 clusters Score -837168.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -837169.312500 Penalty: 4367.168457
	Iteration 34Q: 3 clusters Score -837169.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -837172.000000 Penalty: 4367.168457
	Iteration 35Q: 3 clusters Score -837172 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -837172.375000 Penalty: 4367.168457
	Iteration 36Q: 3 clusters Score -837172.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -837172.437500 Penalty: 4367.168457
	Iteration 37Q: 3 clusters Score -837172.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -837173.000000 Penalty: 4367.168457
	Iteration 38Q: 3 clusters Score -837173 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -837175.875000 Penalty: 4367.168457
	Iteration 39Q: 3 clusters Score -837175.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -837175.625000 Penalty: 4367.168457
	Iteration 40F: 3 clusters Score -837175.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -837175.312500 Penalty: 4367.168457
	Iteration 41Q: 3 clusters Score -837175.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -837176.312500 Penalty: 4367.168457
	Iteration 42Q: 3 clusters Score -837176.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -837176.687500 Penalty: 4367.168457
	Iteration 43Q: 3 clusters Score -837176.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -837176.750000 Penalty: 4367.168457
	Iteration 44Q: 3 clusters Score -837176.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -837176.750000 Penalty: 4367.168457
	Iteration 45F: 3 clusters Score -837176.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (9488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Entering Unmasked Estep 
Score: -1189959.875000 Penalty: 2271.130371
	Iteration 0F: 2 clusters Score -1189960 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -1182639.250000 Penalty: 4542.260742
	Iteration 0F: 3 clusters Score -1182639 nChanged 3971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -1184981.875000 Penalty: 4542.260742
	Iteration 1F: 3 clusters Score -1184982 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -1185507.125000 Penalty: 4542.260742
	Iteration 2F: 3 clusters Score -1185507 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -1185913.750000 Penalty: 4542.260742
	Iteration 3F: 3 clusters Score -1185914 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -1186250.875000 Penalty: 4542.260742
	Iteration 4F: 3 clusters Score -1186251 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -1186538.375000 Penalty: 4542.260742
	Iteration 5F: 3 clusters Score -1186538 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -1186757.000000 Penalty: 4542.260742
	Iteration 6Q: 3 clusters Score -1186757 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -1186920.500000 Penalty: 4542.260742
	Iteration 7Q: 3 clusters Score -1186920 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -1187083.875000 Penalty: 4542.260742
	Iteration 8Q: 3 clusters Score -1187084 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -1187208.250000 Penalty: 4542.260742
	Iteration 9Q: 3 clusters Score -1187208 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -1187304.250000 Penalty: 4542.260742
	Iteration 10Q: 3 clusters Score -1187304 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -1187398.125000 Penalty: 4542.260742
	Iteration 11Q: 3 clusters Score -1187398 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -1187469.875000 Penalty: 4542.260742
	Iteration 12Q: 3 clusters Score -1187470 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -1187527.250000 Penalty: 4542.260742
	Iteration 13Q: 3 clusters Score -1187527 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -1187581.125000 Penalty: 4542.260742
	Iteration 14Q: 3 clusters Score -1187581 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -1187635.750000 Penalty: 4542.260742
	Iteration 15Q: 3 clusters Score -1187636 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -1187684.375000 Penalty: 4542.260742
	Iteration 16Q: 3 clusters Score -1187684 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -1187735.375000 Penalty: 4542.260742
	Iteration 17Q: 3 clusters Score -1187735 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -1187787.875000 Penalty: 4542.260742
	Iteration 18Q: 3 clusters Score -1187788 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -1187851.875000 Penalty: 4542.260742
	Iteration 19Q: 3 clusters Score -1187852 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -1187918.125000 Penalty: 4542.260742
	Iteration 20F: 3 clusters Score -1187918 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -1187970.250000 Penalty: 4542.260742
	Iteration 21Q: 3 clusters Score -1187970 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -1188025.000000 Penalty: 4542.260742
	Iteration 22Q: 3 clusters Score -1188025 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -1188081.500000 Penalty: 4542.260742
	Iteration 23Q: 3 clusters Score -1188082 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -1188122.750000 Penalty: 4542.260742
	Iteration 24Q: 3 clusters Score -1188123 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -1188160.625000 Penalty: 4542.260742
	Iteration 25Q: 3 clusters Score -1188161 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
Score: -1188198.750000 Penalty: 4542.260742
	Iteration 26Q: 3 clusters Score -1188199 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -1188229.000000 Penalty: 4542.260742
	Iteration 27Q: 3 clusters Score -1188229 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -1188262.125000 Penalty: 4542.260742
	Iteration 28Q: 3 clusters Score -1188262 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -1188286.750000 Penalty: 4542.260742
	Iteration 29Q: 3 clusters Score -1188287 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -1188309.375000 Penalty: 4542.260742
	Iteration 30Q: 3 clusters Score -1188309 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -1188330.750000 Penalty: 4542.260742
	Iteration 31Q: 3 clusters Score -1188331 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -1188353.000000 Penalty: 4542.260742
	Iteration 32Q: 3 clusters Score -1188353 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -1188372.750000 Penalty: 4542.260742
	Iteration 33Q: 3 clusters Score -1188373 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -1188390.375000 Penalty: 4542.260742
	Iteration 34Q: 3 clusters Score -1188390 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -1188410.500000 Penalty: 4542.260742
	Iteration 35Q: 3 clusters Score -1188410 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -1188430.750000 Penalty: 4542.260742
	Iteration 36Q: 3 clusters Score -1188431 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -1188454.125000 Penalty: 4542.260742
	Iteration 37Q: 3 clusters Score -1188454 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -1188469.375000 Penalty: 4542.260742
	Iteration 38Q: 3 clusters Score -1188469 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -1188492.875000 Penalty: 4542.260742
	Iteration 39Q: 3 clusters Score -1188493 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -1188515.125000 Penalty: 4542.260742
	Iteration 40F: 3 clusters Score -1188515 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
Score: -1188536.125000 Penalty: 4542.260742
	Iteration 41Q: 3 clusters Score -1188536 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -1188559.500000 Penalty: 4542.260742
	Iteration 42Q: 3 clusters Score -1188560 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 8882 members 
Entering Unmasked Estep 
Score: -1188590.500000 Penalty: 4542.260742
	Iteration 43Q: 3 clusters Score -1188590 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -1188611.250000 Penalty: 4542.260742
	Iteration 44Q: 3 clusters Score -1188611 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -1188624.500000 Penalty: 4542.260742
	Iteration 45Q: 3 clusters Score -1188624 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -1188631.000000 Penalty: 4542.260742
	Iteration 46Q: 3 clusters Score -1188631 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -1188637.375000 Penalty: 4542.260742
	Iteration 47Q: 3 clusters Score -1188637 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -1188649.125000 Penalty: 4542.260742
	Iteration 48Q: 3 clusters Score -1188649 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -1188657.000000 Penalty: 4542.260742
	Iteration 49Q: 3 clusters Score -1188657 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -1188664.375000 Penalty: 4542.260742
	Iteration 50Q: 3 clusters Score -1188664 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
Score: -1188667.625000 Penalty: 4542.260742
	Iteration 51Q: 3 clusters Score -1188668 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -1188669.250000 Penalty: 4542.260742
	Iteration 52Q: 3 clusters Score -1188669 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -1188669.000000 Penalty: 4542.260742
	Iteration 53Q: 3 clusters Score -1188669 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -1188669.250000 Penalty: 4542.260742
	Iteration 54Q: 3 clusters Score -1188669 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -1188670.375000 Penalty: 4542.260742
	Iteration 55Q: 3 clusters Score -1188670 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -1188670.375000 Penalty: 4542.260742
	Iteration 56F: 3 clusters Score -1188670 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (63327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63327 members 
Entering Unmasked Estep 
Score: -8052527.000000 Penalty: 2741.904785
	Iteration 0F: 2 clusters Score -8052527 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31551 members 
Mstep: Class 2 contains 31776 members 
Entering Unmasked Estep 
Score: -8010102.000000 Penalty: 5483.809570
	Iteration 0F: 3 clusters Score -8010102 nChanged 29571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30546 members 
Mstep: Class 2 contains 32781 members 
Entering Unmasked Estep 
Score: -8026585.000000 Penalty: 5483.809570
	Iteration 1F: 3 clusters Score -8026585 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29961 members 
Mstep: Class 2 contains 33366 members 
Entering Unmasked Estep 
Score: -8027369.000000 Penalty: 5483.809570
	Iteration 2Q: 3 clusters Score -8027369 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29126 members 
Mstep: Class 2 contains 34201 members 
Entering Unmasked Estep 
Score: -8028213.500000 Penalty: 5483.809570
	Iteration 3Q: 3 clusters Score -8028214 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27935 members 
Mstep: Class 2 contains 35392 members 
Entering Unmasked Estep 
Score: -8029366.000000 Penalty: 5483.809570
	Iteration 4Q: 3 clusters Score -8029366 nChanged 3121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26260 members 
Mstep: Class 2 contains 37067 members 
Entering Unmasked Estep 
Score: -8030940.500000 Penalty: 5483.809570
	Iteration 5Q: 3 clusters Score -8030940 nChanged 3597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23855 members 
Mstep: Class 2 contains 39472 members 
Entering Unmasked Estep 
Score: -8033042.500000 Penalty: 5483.809570
	Iteration 6F: 3 clusters Score -8033042 nChanged 3998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20875 members 
Mstep: Class 2 contains 42452 members 
Entering Unmasked Estep 
Score: -8035810.500000 Penalty: 5483.809570
	Iteration 7F: 3 clusters Score -8035810 nChanged 4146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17511 members 
Mstep: Class 2 contains 45816 members 
Entering Unmasked Estep 
Score: -8039017.500000 Penalty: 5483.809570
	Iteration 8F: 3 clusters Score -8039018 nChanged 3809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14336 members 
Mstep: Class 2 contains 48991 members 
Entering Unmasked Estep 
Score: -8042230.500000 Penalty: 5483.809570
	Iteration 9F: 3 clusters Score -8042230 nChanged 3112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11670 members 
Mstep: Class 2 contains 51657 members 
Entering Unmasked Estep 
Score: -8044817.000000 Penalty: 5483.809570
	Iteration 10Q: 3 clusters Score -8044817 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9761 members 
Mstep: Class 2 contains 53566 members 
Entering Unmasked Estep 
Score: -8046498.500000 Penalty: 5483.809570
	Iteration 11Q: 3 clusters Score -8046498 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 55004 members 
Entering Unmasked Estep 
Score: -8047558.000000 Penalty: 5483.809570
	Iteration 12Q: 3 clusters Score -8047558 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 56207 members 
Entering Unmasked Estep 
Score: -8048354.000000 Penalty: 5483.809570
	Iteration 13Q: 3 clusters Score -8048354 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 57176 members 
Entering Unmasked Estep 
Score: -8048933.500000 Penalty: 5483.809570
	Iteration 14Q: 3 clusters Score -8048934 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 57984 members 
Entering Unmasked Estep 
Score: -8049473.000000 Penalty: 5483.809570
	Iteration 15Q: 3 clusters Score -8049473 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 58624 members 
Entering Unmasked Estep 
Score: -8049911.000000 Penalty: 5483.809570
	Iteration 16Q: 3 clusters Score -8049911 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 59115 members 
Entering Unmasked Estep 
Score: -8050213.500000 Penalty: 5483.809570
	Iteration 17Q: 3 clusters Score -8050214 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 59495 members 
Entering Unmasked Estep 
Score: -8050375.000000 Penalty: 5483.809570
	Iteration 18Q: 3 clusters Score -8050375 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 59803 members 
Entering Unmasked Estep 
Score: -8050504.000000 Penalty: 5483.809570
	Iteration 19Q: 3 clusters Score -8050504 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 60023 members 
Entering Unmasked Estep 
Score: -8050565.000000 Penalty: 5483.809570
	Iteration 20F: 3 clusters Score -8050565 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 60179 members 
Entering Unmasked Estep 
Score: -8050605.000000 Penalty: 5483.809570
	Iteration 21Q: 3 clusters Score -8050605 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 60308 members 
Entering Unmasked Estep 
Score: -8050646.500000 Penalty: 5483.809570
	Iteration 22Q: 3 clusters Score -8050646 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 60431 members 
Entering Unmasked Estep 
Score: -8050683.000000 Penalty: 5483.809570
	Iteration 23Q: 3 clusters Score -8050683 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 60529 members 
Entering Unmasked Estep 
Score: -8050724.500000 Penalty: 5483.809570
	Iteration 24Q: 3 clusters Score -8050724 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 60614 members 
Entering Unmasked Estep 
Score: -8050766.500000 Penalty: 5483.809570
	Iteration 25Q: 3 clusters Score -8050766 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 60708 members 
Entering Unmasked Estep 
Score: -8050799.000000 Penalty: 5483.809570
	Iteration 26Q: 3 clusters Score -8050799 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 60787 members 
Entering Unmasked Estep 
Score: -8050797.500000 Penalty: 5483.809570
	Iteration 27Q: 3 clusters Score -8050798 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 60850 members 
Entering Unmasked Estep 
Score: -8050835.500000 Penalty: 5483.809570
	Iteration 28Q: 3 clusters Score -8050836 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 60902 members 
Entering Unmasked Estep 
Score: -8050822.000000 Penalty: 5483.809570
	Iteration 29Q: 3 clusters Score -8050822 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 60955 members 
Entering Unmasked Estep 
Score: -8050834.000000 Penalty: 5483.809570
	Iteration 30Q: 3 clusters Score -8050834 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 60998 members 
Entering Unmasked Estep 
Score: -8050844.500000 Penalty: 5483.809570
	Iteration 31Q: 3 clusters Score -8050844 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 61024 members 
Entering Unmasked Estep 
Score: -8050847.000000 Penalty: 5483.809570
	Iteration 32Q: 3 clusters Score -8050847 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 61048 members 
Entering Unmasked Estep 
Score: -8050862.500000 Penalty: 5483.809570
	Iteration 33Q: 3 clusters Score -8050862 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 61072 members 
Entering Unmasked Estep 
Score: -8050865.500000 Penalty: 5483.809570
	Iteration 34Q: 3 clusters Score -8050866 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 61090 members 
Entering Unmasked Estep 
Score: -8050879.500000 Penalty: 5483.809570
	Iteration 35Q: 3 clusters Score -8050880 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 61109 members 
Entering Unmasked Estep 
Score: -8050883.000000 Penalty: 5483.809570
	Iteration 36Q: 3 clusters Score -8050883 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 61120 members 
Entering Unmasked Estep 
Score: -8050880.000000 Penalty: 5483.809570
	Iteration 37Q: 3 clusters Score -8050880 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 61136 members 
Entering Unmasked Estep 
Score: -8050889.500000 Penalty: 5483.809570
	Iteration 38Q: 3 clusters Score -8050890 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 61149 members 
Entering Unmasked Estep 
Score: -8050899.000000 Penalty: 5483.809570
	Iteration 39Q: 3 clusters Score -8050899 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 61163 members 
Entering Unmasked Estep 
Score: -8050906.000000 Penalty: 5483.809570
	Iteration 40F: 3 clusters Score -8050906 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 61170 members 
Entering Unmasked Estep 
Score: -8050904.000000 Penalty: 5483.809570
	Iteration 41Q: 3 clusters Score -8050904 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 61180 members 
Entering Unmasked Estep 
Score: -8050893.500000 Penalty: 5483.809570
	Iteration 42Q: 3 clusters Score -8050894 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 61188 members 
Entering Unmasked Estep 
Score: -8050900.000000 Penalty: 5483.809570
	Iteration 43Q: 3 clusters Score -8050900 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 61193 members 
Entering Unmasked Estep 
Score: -8050888.500000 Penalty: 5483.809570
	Iteration 44Q: 3 clusters Score -8050888 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 61196 members 
Entering Unmasked Estep 
Score: -8050890.000000 Penalty: 5483.809570
	Iteration 45Q: 3 clusters Score -8050890 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 61202 members 
Entering Unmasked Estep 
Score: -8050900.500000 Penalty: 5483.809570
	Iteration 46Q: 3 clusters Score -8050900 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 61210 members 
Entering Unmasked Estep 
Score: -8050901.500000 Penalty: 5483.809570
	Iteration 47Q: 3 clusters Score -8050902 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 61216 members 
Entering Unmasked Estep 
Score: -8050898.000000 Penalty: 5483.809570
	Iteration 48Q: 3 clusters Score -8050898 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 61220 members 
Entering Unmasked Estep 
Score: -8050899.500000 Penalty: 5483.809570
	Iteration 49Q: 3 clusters Score -8050900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 61220 members 
Entering Unmasked Estep 
Score: -8050901.500000 Penalty: 5483.809570
	Iteration 50Q: 3 clusters Score -8050902 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 61220 members 
Entering Unmasked Estep 
Score: -8050901.500000 Penalty: 5483.809570
	Iteration 51F: 3 clusters Score -8050902 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Entering Unmasked Estep 
Score: -44213.871094 Penalty: 1550.472168
	Iteration 0F: 2 clusters Score -44213.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -43114.027344 Penalty: 3100.944336
	Iteration 0F: 3 clusters Score -43114.03 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -43755.234375 Penalty: 3100.944336
	Iteration 1F: 3 clusters Score -43755.23 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -44115.250000 Penalty: 3100.944336
	Iteration 2F: 3 clusters Score -44115.25 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -44209.738281 Penalty: 3100.944336
	Iteration 3Q: 3 clusters Score -44209.74 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -44248.324219 Penalty: 3100.944336
	Iteration 4Q: 3 clusters Score -44248.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -44252.511719 Penalty: 3100.944336
	Iteration 5Q: 3 clusters Score -44252.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -44252.511719 Penalty: 3100.944336
	Iteration 6F: 3 clusters Score -44252.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 45456 members 
Mstep: Class 2 contains 4379 members 
Mstep: Class 3 contains 37092 members 
Mstep: Class 4 contains 2241 members 
Mstep: Class 5 contains 4162 members 
Mstep: Class 6 contains 10584 members 
Mstep: Class 7 contains 6519 members 
Mstep: Class 8 contains 4408 members 
Mstep: Class 9 contains 222545 members 
Mstep: Class 10 contains 27789 members 
Mstep: Class 11 contains 6386 members 
Mstep: Class 12 contains 53070 members 
Mstep: Class 13 contains 8831 members 
Mstep: Class 14 contains 23873 members 
Mstep: Class 15 contains 7838 members 
Mstep: Class 16 contains 23134 members 
Mstep: Class 17 contains 3772 members 
Mstep: Class 18 contains 1136 members 
Mstep: Class 19 contains 17466 members 
Mstep: Class 20 contains 2597 members 
Mstep: Class 21 contains 160766 members 
Mstep: Class 22 contains 181920 members 
Mstep: Class 23 contains 11028 members 
Mstep: Class 24 contains 6666 members 
Mstep: Class 25 contains 9488 members 
Mstep: Class 26 contains 63327 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 6315 members 
Mstep: Class 29 contains 12455 members 
Mstep: Class 30 contains 9655 members 
Mstep: Class 31 contains 56666 members 
Mstep: Class 32 contains 46724 members 
Mstep: Class 33 contains 13537 members 
Mstep: Class 34 contains 30368 members 
Mstep: Class 35 contains 8222 members 
Mstep: Class 36 contains 5309 members 
Mstep: Class 37 contains 7086 members 
Mstep: Class 38 contains 2171 members 
Mstep: Class 39 contains 4520 members 
Mstep: Class 40 contains 3371 members 
Mstep: Class 41 contains 1129 members 
Mstep: Class 42 contains 7891 members 
Mstep: Class 43 contains 3390 members 
Mstep: Class 44 contains 4115 members 
Mstep: Class 45 contains 17349 members 
Mstep: Class 46 contains 891 members 
Mstep: Class 47 contains 378 members 
Entering Unmasked Estep 
Score: -147468624.000000 Penalty: 163044.031250
Splitting cluster 27 changes total score from -147465840.000000 to -147468624.000000
So it's getting split into cluster 47.
Entering ConstructFrom: 
Trying to split cluster 28 (6315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Entering Unmasked Estep 
Score: -791722.687500 Penalty: 2170.169434
	Iteration 0F: 2 clusters Score -791722.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -786300.625000 Penalty: 4340.338867
	Iteration 0F: 3 clusters Score -786300.6 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -787696.312500 Penalty: 4340.338867
	Iteration 1F: 3 clusters Score -787696.3 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -787918.437500 Penalty: 4340.338867
	Iteration 2F: 3 clusters Score -787918.4 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -788057.187500 Penalty: 4340.338867
	Iteration 3Q: 3 clusters Score -788057.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -788170.562500 Penalty: 4340.338867
	Iteration 4Q: 3 clusters Score -788170.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -788288.500000 Penalty: 4340.338867
	Iteration 5Q: 3 clusters Score -788288.5 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -788393.750000 Penalty: 4340.338867
	Iteration 6Q: 3 clusters Score -788393.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -788525.812500 Penalty: 4340.338867
	Iteration 7Q: 3 clusters Score -788525.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -788652.437500 Penalty: 4340.338867
	Iteration 8Q: 3 clusters Score -788652.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -788802.500000 Penalty: 4340.338867
	Iteration 9Q: 3 clusters Score -788802.5 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -788973.000000 Penalty: 4340.338867
	Iteration 10Q: 3 clusters Score -788973 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -789157.937500 Penalty: 4340.338867
	Iteration 11Q: 3 clusters Score -789157.9 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -789357.812500 Penalty: 4340.338867
	Iteration 12Q: 3 clusters Score -789357.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -789559.687500 Penalty: 4340.338867
	Iteration 13Q: 3 clusters Score -789559.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -789741.812500 Penalty: 4340.338867
	Iteration 14Q: 3 clusters Score -789741.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -789909.312500 Penalty: 4340.338867
	Iteration 15Q: 3 clusters Score -789909.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -790040.625000 Penalty: 4340.338867
	Iteration 16Q: 3 clusters Score -790040.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -790144.812500 Penalty: 4340.338867
	Iteration 17Q: 3 clusters Score -790144.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -790229.687500 Penalty: 4340.338867
	Iteration 18Q: 3 clusters Score -790229.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -790297.500000 Penalty: 4340.338867
	Iteration 19Q: 3 clusters Score -790297.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -790359.125000 Penalty: 4340.338867
	Iteration 20F: 3 clusters Score -790359.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -790398.937500 Penalty: 4340.338867
	Iteration 21Q: 3 clusters Score -790398.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -790439.937500 Penalty: 4340.338867
	Iteration 22Q: 3 clusters Score -790439.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -790481.812500 Penalty: 4340.338867
	Iteration 23Q: 3 clusters Score -790481.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -790526.500000 Penalty: 4340.338867
	Iteration 24Q: 3 clusters Score -790526.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -790565.562500 Penalty: 4340.338867
	Iteration 25Q: 3 clusters Score -790565.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -790599.875000 Penalty: 4340.338867
	Iteration 26Q: 3 clusters Score -790599.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -790627.000000 Penalty: 4340.338867
	Iteration 27Q: 3 clusters Score -790627 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -790658.000000 Penalty: 4340.338867
	Iteration 28Q: 3 clusters Score -790658 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -790694.187500 Penalty: 4340.338867
	Iteration 29Q: 3 clusters Score -790694.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -790746.500000 Penalty: 4340.338867
	Iteration 30Q: 3 clusters Score -790746.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -790819.750000 Penalty: 4340.338867
	Iteration 31Q: 3 clusters Score -790819.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -790898.750000 Penalty: 4340.338867
	Iteration 32Q: 3 clusters Score -790898.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -791004.437500 Penalty: 4340.338867
	Iteration 33Q: 3 clusters Score -791004.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -791109.750000 Penalty: 4340.338867
	Iteration 34Q: 3 clusters Score -791109.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -791197.625000 Penalty: 4340.338867
	Iteration 35Q: 3 clusters Score -791197.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -791278.312500 Penalty: 4340.338867
	Iteration 36Q: 3 clusters Score -791278.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -791356.000000 Penalty: 4340.338867
	Iteration 37Q: 3 clusters Score -791356 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -791429.625000 Penalty: 4340.338867
	Iteration 38Q: 3 clusters Score -791429.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -791475.625000 Penalty: 4340.338867
	Iteration 39Q: 3 clusters Score -791475.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -791523.812500 Penalty: 4340.338867
	Iteration 40F: 3 clusters Score -791523.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -791567.687500 Penalty: 4340.338867
	Iteration 41Q: 3 clusters Score -791567.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -791611.750000 Penalty: 4340.338867
	Iteration 42Q: 3 clusters Score -791611.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -791647.062500 Penalty: 4340.338867
	Iteration 43Q: 3 clusters Score -791647.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -791669.562500 Penalty: 4340.338867
	Iteration 44Q: 3 clusters Score -791669.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -791680.875000 Penalty: 4340.338867
	Iteration 45Q: 3 clusters Score -791680.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -791688.375000 Penalty: 4340.338867
	Iteration 46Q: 3 clusters Score -791688.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -791693.250000 Penalty: 4340.338867
	Iteration 47Q: 3 clusters Score -791693.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -791697.687500 Penalty: 4340.338867
	Iteration 48Q: 3 clusters Score -791697.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -791700.937500 Penalty: 4340.338867
	Iteration 49Q: 3 clusters Score -791700.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -791703.687500 Penalty: 4340.338867
	Iteration 50Q: 3 clusters Score -791703.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -791702.125000 Penalty: 4340.338867
	Iteration 51Q: 3 clusters Score -791702.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -791707.687500 Penalty: 4340.338867
	Iteration 52Q: 3 clusters Score -791707.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -791711.062500 Penalty: 4340.338867
	Iteration 53Q: 3 clusters Score -791711.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -791712.812500 Penalty: 4340.338867
	Iteration 54Q: 3 clusters Score -791712.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -791713.000000 Penalty: 4340.338867
	Iteration 55Q: 3 clusters Score -791713 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -791713.750000 Penalty: 4340.338867
	Iteration 56Q: 3 clusters Score -791713.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -791715.000000 Penalty: 4340.338867
	Iteration 57Q: 3 clusters Score -791715 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -791717.500000 Penalty: 4340.338867
	Iteration 58Q: 3 clusters Score -791717.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -791719.625000 Penalty: 4340.338867
	Iteration 59Q: 3 clusters Score -791719.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -791718.812500 Penalty: 4340.338867
	Iteration 60F: 3 clusters Score -791718.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -791718.312500 Penalty: 4340.338867
	Iteration 61Q: 3 clusters Score -791718.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -791719.687500 Penalty: 4340.338867
	Iteration 62Q: 3 clusters Score -791719.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -791720.000000 Penalty: 4340.338867
	Iteration 63Q: 3 clusters Score -791720 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -791719.062500 Penalty: 4340.338867
	Iteration 64Q: 3 clusters Score -791719.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -791719.062500 Penalty: 4340.338867
	Iteration 65F: 3 clusters Score -791719.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (12455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12455 members 
Entering Unmasked Estep 
Score: -1430871.250000 Penalty: 2338.609619
	Iteration 0F: 2 clusters Score -1430871 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -1421729.000000 Penalty: 4677.219238
	Iteration 0F: 3 clusters Score -1421729 nChanged 5253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -1424759.125000 Penalty: 4677.219238
	Iteration 1F: 3 clusters Score -1424759 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -1425203.875000 Penalty: 4677.219238
	Iteration 2F: 3 clusters Score -1425204 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -1425559.000000 Penalty: 4677.219238
	Iteration 3F: 3 clusters Score -1425559 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -1425835.625000 Penalty: 4677.219238
	Iteration 4Q: 3 clusters Score -1425836 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -1426055.750000 Penalty: 4677.219238
	Iteration 5Q: 3 clusters Score -1426056 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -1426242.750000 Penalty: 4677.219238
	Iteration 6Q: 3 clusters Score -1426243 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -1426437.125000 Penalty: 4677.219238
	Iteration 7Q: 3 clusters Score -1426437 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -1426586.875000 Penalty: 4677.219238
	Iteration 8Q: 3 clusters Score -1426587 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -1426729.625000 Penalty: 4677.219238
	Iteration 9Q: 3 clusters Score -1426730 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -1426851.250000 Penalty: 4677.219238
	Iteration 10Q: 3 clusters Score -1426851 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -1426956.500000 Penalty: 4677.219238
	Iteration 11Q: 3 clusters Score -1426956 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -1427069.500000 Penalty: 4677.219238
	Iteration 12Q: 3 clusters Score -1427070 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -1427195.625000 Penalty: 4677.219238
	Iteration 13Q: 3 clusters Score -1427196 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -1427289.500000 Penalty: 4677.219238
	Iteration 14Q: 3 clusters Score -1427290 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -1427403.875000 Penalty: 4677.219238
	Iteration 15Q: 3 clusters Score -1427404 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -1427526.125000 Penalty: 4677.219238
	Iteration 16Q: 3 clusters Score -1427526 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -1427657.250000 Penalty: 4677.219238
	Iteration 17Q: 3 clusters Score -1427657 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -1427795.250000 Penalty: 4677.219238
	Iteration 18Q: 3 clusters Score -1427795 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -1427928.500000 Penalty: 4677.219238
	Iteration 19Q: 3 clusters Score -1427928 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -1428043.750000 Penalty: 4677.219238
	Iteration 20F: 3 clusters Score -1428044 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -1428148.750000 Penalty: 4677.219238
	Iteration 21Q: 3 clusters Score -1428149 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -1428228.875000 Penalty: 4677.219238
	Iteration 22Q: 3 clusters Score -1428229 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -1428304.625000 Penalty: 4677.219238
	Iteration 23Q: 3 clusters Score -1428305 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -1428374.250000 Penalty: 4677.219238
	Iteration 24Q: 3 clusters Score -1428374 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -1428443.250000 Penalty: 4677.219238
	Iteration 25Q: 3 clusters Score -1428443 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -1428488.375000 Penalty: 4677.219238
	Iteration 26Q: 3 clusters Score -1428488 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -1428539.000000 Penalty: 4677.219238
	Iteration 27Q: 3 clusters Score -1428539 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -1428584.375000 Penalty: 4677.219238
	Iteration 28Q: 3 clusters Score -1428584 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -1428621.500000 Penalty: 4677.219238
	Iteration 29Q: 3 clusters Score -1428622 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -1428655.000000 Penalty: 4677.219238
	Iteration 30Q: 3 clusters Score -1428655 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -1428687.125000 Penalty: 4677.219238
	Iteration 31Q: 3 clusters Score -1428687 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -1428720.500000 Penalty: 4677.219238
	Iteration 32Q: 3 clusters Score -1428720 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -1428747.875000 Penalty: 4677.219238
	Iteration 33Q: 3 clusters Score -1428748 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -1428770.875000 Penalty: 4677.219238
	Iteration 34Q: 3 clusters Score -1428771 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -1428792.750000 Penalty: 4677.219238
	Iteration 35Q: 3 clusters Score -1428793 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9842 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -1428814.000000 Penalty: 4677.219238
	Iteration 36Q: 3 clusters Score -1428814 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -1428833.125000 Penalty: 4677.219238
	Iteration 37Q: 3 clusters Score -1428833 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9987 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -1428845.125000 Penalty: 4677.219238
	Iteration 38Q: 3 clusters Score -1428845 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -1428863.000000 Penalty: 4677.219238
	Iteration 39Q: 3 clusters Score -1428863 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10107 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1428885.250000 Penalty: 4677.219238
	Iteration 40F: 3 clusters Score -1428885 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10175 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -1428898.875000 Penalty: 4677.219238
	Iteration 41Q: 3 clusters Score -1428899 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10234 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -1428919.250000 Penalty: 4677.219238
	Iteration 42Q: 3 clusters Score -1428919 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10285 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -1428933.000000 Penalty: 4677.219238
	Iteration 43Q: 3 clusters Score -1428933 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10338 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -1428944.500000 Penalty: 4677.219238
	Iteration 44Q: 3 clusters Score -1428944 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10380 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -1428956.250000 Penalty: 4677.219238
	Iteration 45Q: 3 clusters Score -1428956 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10436 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -1428967.500000 Penalty: 4677.219238
	Iteration 46Q: 3 clusters Score -1428968 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10484 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -1428982.250000 Penalty: 4677.219238
	Iteration 47Q: 3 clusters Score -1428982 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10527 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -1428994.750000 Penalty: 4677.219238
	Iteration 48Q: 3 clusters Score -1428995 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10570 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -1429014.500000 Penalty: 4677.219238
	Iteration 49Q: 3 clusters Score -1429014 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -1429022.750000 Penalty: 4677.219238
	Iteration 50Q: 3 clusters Score -1429023 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -1429040.000000 Penalty: 4677.219238
	Iteration 51Q: 3 clusters Score -1429040 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10691 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -1429047.000000 Penalty: 4677.219238
	Iteration 52Q: 3 clusters Score -1429047 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10730 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -1429061.125000 Penalty: 4677.219238
	Iteration 53Q: 3 clusters Score -1429061 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -1429066.500000 Penalty: 4677.219238
	Iteration 54Q: 3 clusters Score -1429066 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10797 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -1429075.375000 Penalty: 4677.219238
	Iteration 55Q: 3 clusters Score -1429075 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10826 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -1429083.000000 Penalty: 4677.219238
	Iteration 56Q: 3 clusters Score -1429083 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10854 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -1429087.125000 Penalty: 4677.219238
	Iteration 57Q: 3 clusters Score -1429087 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10873 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -1429094.375000 Penalty: 4677.219238
	Iteration 58Q: 3 clusters Score -1429094 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10894 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -1429103.250000 Penalty: 4677.219238
	Iteration 59Q: 3 clusters Score -1429103 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10918 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -1429110.250000 Penalty: 4677.219238
	Iteration 60F: 3 clusters Score -1429110 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10938 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -1429113.000000 Penalty: 4677.219238
	Iteration 61Q: 3 clusters Score -1429113 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -1429119.000000 Penalty: 4677.219238
	Iteration 62Q: 3 clusters Score -1429119 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10974 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -1429124.750000 Penalty: 4677.219238
	Iteration 63Q: 3 clusters Score -1429125 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10989 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -1429127.750000 Penalty: 4677.219238
	Iteration 64Q: 3 clusters Score -1429128 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11003 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -1429126.750000 Penalty: 4677.219238
	Iteration 65Q: 3 clusters Score -1429127 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11015 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -1429130.000000 Penalty: 4677.219238
	Iteration 66Q: 3 clusters Score -1429130 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11024 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -1429133.625000 Penalty: 4677.219238
	Iteration 67Q: 3 clusters Score -1429134 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11038 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -1429141.750000 Penalty: 4677.219238
	Iteration 68Q: 3 clusters Score -1429142 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11047 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -1429145.375000 Penalty: 4677.219238
	Iteration 69Q: 3 clusters Score -1429145 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -1429147.000000 Penalty: 4677.219238
	Iteration 70Q: 3 clusters Score -1429147 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11069 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -1429149.750000 Penalty: 4677.219238
	Iteration 71Q: 3 clusters Score -1429150 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11082 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -1429154.000000 Penalty: 4677.219238
	Iteration 72Q: 3 clusters Score -1429154 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11096 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -1429157.000000 Penalty: 4677.219238
	Iteration 73Q: 3 clusters Score -1429157 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11108 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -1429158.375000 Penalty: 4677.219238
	Iteration 74Q: 3 clusters Score -1429158 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11115 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -1429161.125000 Penalty: 4677.219238
	Iteration 75Q: 3 clusters Score -1429161 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11121 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -1429159.750000 Penalty: 4677.219238
	Iteration 76Q: 3 clusters Score -1429160 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11129 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -1429162.750000 Penalty: 4677.219238
	Iteration 77Q: 3 clusters Score -1429163 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11137 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -1429161.750000 Penalty: 4677.219238
	Iteration 78Q: 3 clusters Score -1429162 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11143 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -1429165.625000 Penalty: 4677.219238
	Iteration 79Q: 3 clusters Score -1429166 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11148 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -1429166.125000 Penalty: 4677.219238
	Iteration 80F: 3 clusters Score -1429166 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11155 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -1429168.250000 Penalty: 4677.219238
	Iteration 81Q: 3 clusters Score -1429168 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11158 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -1429167.000000 Penalty: 4677.219238
	Iteration 82Q: 3 clusters Score -1429167 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -1429171.000000 Penalty: 4677.219238
	Iteration 83Q: 3 clusters Score -1429171 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11172 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -1429176.750000 Penalty: 4677.219238
	Iteration 84Q: 3 clusters Score -1429177 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11178 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -1429179.750000 Penalty: 4677.219238
	Iteration 85Q: 3 clusters Score -1429180 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11183 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -1429180.625000 Penalty: 4677.219238
	Iteration 86Q: 3 clusters Score -1429181 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11187 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -1429182.000000 Penalty: 4677.219238
	Iteration 87Q: 3 clusters Score -1429182 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11194 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -1429183.250000 Penalty: 4677.219238
	Iteration 88Q: 3 clusters Score -1429183 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11195 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -1429185.000000 Penalty: 4677.219238
	Iteration 89Q: 3 clusters Score -1429185 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11197 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -1429185.125000 Penalty: 4677.219238
	Iteration 90Q: 3 clusters Score -1429185 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11201 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -1429184.500000 Penalty: 4677.219238
	Iteration 91Q: 3 clusters Score -1429184 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11207 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -1429188.250000 Penalty: 4677.219238
	Iteration 92Q: 3 clusters Score -1429188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11209 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -1429184.750000 Penalty: 4677.219238
	Iteration 93Q: 3 clusters Score -1429185 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11209 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -1429184.750000 Penalty: 4677.219238
	Iteration 94F: 3 clusters Score -1429185 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (9655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Entering Unmasked Estep 
Score: -1296893.625000 Penalty: 2275.457275
	Iteration 0F: 2 clusters Score -1296894 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -1289831.750000 Penalty: 4550.914551
	Iteration 0F: 3 clusters Score -1289832 nChanged 4257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -1298355.000000 Penalty: 4550.914551
	Iteration 1F: 3 clusters Score -1298355 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -1300956.750000 Penalty: 4550.914551
	Iteration 2F: 3 clusters Score -1300957 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -1302478.375000 Penalty: 4550.914551
	Iteration 3F: 3 clusters Score -1302478 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -1303729.500000 Penalty: 4550.914551
	Iteration 4F: 3 clusters Score -1303730 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -1304512.250000 Penalty: 4550.914551
	Iteration 5F: 3 clusters Score -1304512 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -1304885.875000 Penalty: 4550.914551
	Iteration 6Q: 3 clusters Score -1304886 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -1304993.250000 Penalty: 4550.914551
	Iteration 7Q: 3 clusters Score -1304993 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -1305054.500000 Penalty: 4550.914551
	Iteration 8Q: 3 clusters Score -1305054 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -1304998.625000 Penalty: 4550.914551
	Iteration 9Q: 3 clusters Score -1304999 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -1305142.750000 Penalty: 4550.914551
	Iteration 10Q: 3 clusters Score -1305143 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -1305112.750000 Penalty: 4550.914551
	Iteration 11Q: 3 clusters Score -1305113 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -1305144.000000 Penalty: 4550.914551
	Iteration 12Q: 3 clusters Score -1305144 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -1305138.000000 Penalty: 4550.914551
	Iteration 13Q: 3 clusters Score -1305138 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -1305151.375000 Penalty: 4550.914551
	Iteration 14Q: 3 clusters Score -1305151 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -1305171.750000 Penalty: 4550.914551
	Iteration 15Q: 3 clusters Score -1305172 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -1305187.250000 Penalty: 4550.914551
	Iteration 16Q: 3 clusters Score -1305187 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -1305191.875000 Penalty: 4550.914551
	Iteration 17Q: 3 clusters Score -1305192 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -1305164.625000 Penalty: 4550.914551
	Iteration 18Q: 3 clusters Score -1305165 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -1305135.500000 Penalty: 4550.914551
	Iteration 19Q: 3 clusters Score -1305136 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -1305134.875000 Penalty: 4550.914551
	Iteration 20F: 3 clusters Score -1305135 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -1305212.250000 Penalty: 4550.914551
	Iteration 21Q: 3 clusters Score -1305212 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -1305227.125000 Penalty: 4550.914551
	Iteration 22Q: 3 clusters Score -1305227 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -1305242.125000 Penalty: 4550.914551
	Iteration 23Q: 3 clusters Score -1305242 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -1305139.250000 Penalty: 4550.914551
	Iteration 24Q: 3 clusters Score -1305139 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -1305147.250000 Penalty: 4550.914551
	Iteration 25Q: 3 clusters Score -1305147 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -1305204.375000 Penalty: 4550.914551
	Iteration 26Q: 3 clusters Score -1305204 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -1305200.500000 Penalty: 4550.914551
	Iteration 27Q: 3 clusters Score -1305200 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -1305213.250000 Penalty: 4550.914551
	Iteration 28Q: 3 clusters Score -1305213 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -1305216.875000 Penalty: 4550.914551
	Iteration 29Q: 3 clusters Score -1305217 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -1305250.375000 Penalty: 4550.914551
	Iteration 30Q: 3 clusters Score -1305250 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -1305239.125000 Penalty: 4550.914551
	Iteration 31Q: 3 clusters Score -1305239 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -1305246.750000 Penalty: 4550.914551
	Iteration 32Q: 3 clusters Score -1305247 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -1305254.125000 Penalty: 4550.914551
	Iteration 33Q: 3 clusters Score -1305254 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -1305258.625000 Penalty: 4550.914551
	Iteration 34Q: 3 clusters Score -1305259 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -1305282.750000 Penalty: 4550.914551
	Iteration 35Q: 3 clusters Score -1305283 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -1305320.500000 Penalty: 4550.914551
	Iteration 36Q: 3 clusters Score -1305320 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -1305222.625000 Penalty: 4550.914551
	Iteration 37Q: 3 clusters Score -1305223 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -1305309.125000 Penalty: 4550.914551
	Iteration 38Q: 3 clusters Score -1305309 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -1305319.500000 Penalty: 4550.914551
	Iteration 39Q: 3 clusters Score -1305320 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -1305367.750000 Penalty: 4550.914551
	Iteration 40F: 3 clusters Score -1305368 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -1305379.250000 Penalty: 4550.914551
	Iteration 41Q: 3 clusters Score -1305379 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -1305412.000000 Penalty: 4550.914551
	Iteration 42Q: 3 clusters Score -1305412 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -1305446.375000 Penalty: 4550.914551
	Iteration 43Q: 3 clusters Score -1305446 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -1305436.250000 Penalty: 4550.914551
	Iteration 44Q: 3 clusters Score -1305436 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -1305506.375000 Penalty: 4550.914551
	Iteration 45Q: 3 clusters Score -1305506 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -1305505.750000 Penalty: 4550.914551
	Iteration 46Q: 3 clusters Score -1305506 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -1305313.500000 Penalty: 4550.914551
	Iteration 47Q: 3 clusters Score -1305314 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -1305465.375000 Penalty: 4550.914551
	Iteration 48Q: 3 clusters Score -1305465 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -1305450.875000 Penalty: 4550.914551
	Iteration 49Q: 3 clusters Score -1305451 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -1305495.000000 Penalty: 4550.914551
	Iteration 50Q: 3 clusters Score -1305495 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -1305452.375000 Penalty: 4550.914551
	Iteration 51Q: 3 clusters Score -1305452 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -1305436.500000 Penalty: 4550.914551
	Iteration 52Q: 3 clusters Score -1305436 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -1305516.125000 Penalty: 4550.914551
	Iteration 53Q: 3 clusters Score -1305516 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -1305576.125000 Penalty: 4550.914551
	Iteration 54Q: 3 clusters Score -1305576 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -1305563.750000 Penalty: 4550.914551
	Iteration 55Q: 3 clusters Score -1305564 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -1305554.875000 Penalty: 4550.914551
	Iteration 56Q: 3 clusters Score -1305555 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -1305577.125000 Penalty: 4550.914551
	Iteration 57Q: 3 clusters Score -1305577 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -1305487.750000 Penalty: 4550.914551
	Iteration 58Q: 3 clusters Score -1305488 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -1305625.500000 Penalty: 4550.914551
	Iteration 59Q: 3 clusters Score -1305626 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -1305611.750000 Penalty: 4550.914551
	Iteration 60F: 3 clusters Score -1305612 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -1305581.375000 Penalty: 4550.914551
	Iteration 61Q: 3 clusters Score -1305581 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -1305670.250000 Penalty: 4550.914551
	Iteration 62Q: 3 clusters Score -1305670 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -1305654.125000 Penalty: 4550.914551
	Iteration 63Q: 3 clusters Score -1305654 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -1305716.750000 Penalty: 4550.914551
	Iteration 64Q: 3 clusters Score -1305717 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -1305716.750000 Penalty: 4550.914551
	Iteration 65Q: 3 clusters Score -1305717 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -1305679.625000 Penalty: 4550.914551
	Iteration 66Q: 3 clusters Score -1305680 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -1305705.125000 Penalty: 4550.914551
	Iteration 67Q: 3 clusters Score -1305705 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -1305631.250000 Penalty: 4550.914551
	Iteration 68Q: 3 clusters Score -1305631 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -1305711.000000 Penalty: 4550.914551
	Iteration 69Q: 3 clusters Score -1305711 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -1305656.500000 Penalty: 4550.914551
	Iteration 70Q: 3 clusters Score -1305656 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -1305729.125000 Penalty: 4550.914551
	Iteration 71Q: 3 clusters Score -1305729 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -1305710.375000 Penalty: 4550.914551
	Iteration 72Q: 3 clusters Score -1305710 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -1305734.500000 Penalty: 4550.914551
	Iteration 73Q: 3 clusters Score -1305734 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -1305699.375000 Penalty: 4550.914551
	Iteration 74Q: 3 clusters Score -1305699 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -1305576.250000 Penalty: 4550.914551
	Iteration 75Q: 3 clusters Score -1305576 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1305644 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -1305641.750000 Penalty: 4550.914551
	Iteration 77Q: 3 clusters Score -1305642 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -1305657.375000 Penalty: 4550.914551
	Iteration 78Q: 3 clusters Score -1305657 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -1305645 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -1305556.000000 Penalty: 4550.914551
	Iteration 80F: 3 clusters Score -1305556 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -1305692.000000 Penalty: 4550.914551
	Iteration 81Q: 3 clusters Score -1305692 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -1305703.625000 Penalty: 4550.914551
	Iteration 82Q: 3 clusters Score -1305704 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -1305686.750000 Penalty: 4550.914551
	Iteration 83Q: 3 clusters Score -1305687 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -1305654.125000 Penalty: 4550.914551
	Iteration 84Q: 3 clusters Score -1305654 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -1305703.500000 Penalty: 4550.914551
	Iteration 85Q: 3 clusters Score -1305704 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -1305714.625000 Penalty: 4550.914551
	Iteration 86Q: 3 clusters Score -1305715 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -1305675 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -1305703.125000 Penalty: 4550.914551
	Iteration 88Q: 3 clusters Score -1305703 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -1305560.375000 Penalty: 4550.914551
	Iteration 89Q: 3 clusters Score -1305560 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -1305689.125000 Penalty: 4550.914551
	Iteration 90Q: 3 clusters Score -1305689 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -1305700.750000 Penalty: 4550.914551
	Iteration 91Q: 3 clusters Score -1305701 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -1305723.375000 Penalty: 4550.914551
	Iteration 92Q: 3 clusters Score -1305723 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -1305653.625000 Penalty: 4550.914551
	Iteration 93Q: 3 clusters Score -1305654 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -1305649.750000 Penalty: 4550.914551
	Iteration 94Q: 3 clusters Score -1305650 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -1305715.500000 Penalty: 4550.914551
	Iteration 95Q: 3 clusters Score -1305716 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -1305719.750000 Penalty: 4550.914551
	Iteration 96Q: 3 clusters Score -1305720 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -1305737.125000 Penalty: 4550.914551
	Iteration 97Q: 3 clusters Score -1305737 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -1305671.375000 Penalty: 4550.914551
	Iteration 98Q: 3 clusters Score -1305671 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -1305668.500000 Penalty: 4550.914551
	Iteration 99Q: 3 clusters Score -1305668 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -1305642.000000 Penalty: 4550.914551
	Iteration 100F: 3 clusters Score -1305642 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -1305697.125000 Penalty: 4550.914551
	Iteration 101Q: 3 clusters Score -1305697 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -1305727.500000 Penalty: 4550.914551
	Iteration 102Q: 3 clusters Score -1305728 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -1305692.750000 Penalty: 4550.914551
	Iteration 103Q: 3 clusters Score -1305693 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -1305673.750000 Penalty: 4550.914551
	Iteration 104Q: 3 clusters Score -1305674 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -1305710.500000 Penalty: 4550.914551
	Iteration 105Q: 3 clusters Score -1305710 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -1305690.250000 Penalty: 4550.914551
	Iteration 106Q: 3 clusters Score -1305690 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -1305723.875000 Penalty: 4550.914551
	Iteration 107Q: 3 clusters Score -1305724 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -1305685.375000 Penalty: 4550.914551
	Iteration 108Q: 3 clusters Score -1305685 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -1305745.750000 Penalty: 4550.914551
	Iteration 109Q: 3 clusters Score -1305746 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -1305646.500000 Penalty: 4550.914551
	Iteration 110Q: 3 clusters Score -1305646 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -1305708.375000 Penalty: 4550.914551
	Iteration 111Q: 3 clusters Score -1305708 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -1305658.250000 Penalty: 4550.914551
	Iteration 112Q: 3 clusters Score -1305658 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -1305709.250000 Penalty: 4550.914551
	Iteration 113Q: 3 clusters Score -1305709 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -1305723.625000 Penalty: 4550.914551
	Iteration 114Q: 3 clusters Score -1305724 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -1305685.125000 Penalty: 4550.914551
	Iteration 115Q: 3 clusters Score -1305685 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -1305687.375000 Penalty: 4550.914551
	Iteration 116Q: 3 clusters Score -1305687 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -1305664.125000 Penalty: 4550.914551
	Iteration 117Q: 3 clusters Score -1305664 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -1305685.750000 Penalty: 4550.914551
	Iteration 118Q: 3 clusters Score -1305686 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -1305706.125000 Penalty: 4550.914551
	Iteration 119Q: 3 clusters Score -1305706 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -1305696.250000 Penalty: 4550.914551
	Iteration 120F: 3 clusters Score -1305696 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -1305703 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -1305700 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -1305684 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2213 members 
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Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -1305744 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
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Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -1305708 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2210 members 
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Entering Unmasked Estep 
Score: -1305701.375000 Penalty: 4550.914551
	Iteration 126Q: 3 clusters Score -1305701 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2209 members 
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Entering Unmasked Estep 
Score: -1305702.750000 Penalty: 4550.914551
	Iteration 127Q: 3 clusters Score -1305703 nChanged 9
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -1305682 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2208 members 
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Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -1305719 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
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Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -1305730 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2208 members 
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Entering Unmasked Estep 
Score: -1305665.250000 Penalty: 4550.914551
	Iteration 131Q: 3 clusters Score -1305665 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2212 members 
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Entering Unmasked Estep 
Score: -1305662.750000 Penalty: 4550.914551
	Iteration 132Q: 3 clusters Score -1305663 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
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Entering Unmasked Estep 
Score: -1305646.250000 Penalty: 4550.914551
	Iteration 133Q: 3 clusters Score -1305646 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
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Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -1305679 nChanged 7
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -1305728.750000 Penalty: 4550.914551
	Iteration 135Q: 3 clusters Score -1305729 nChanged 12
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -1305719 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2213 members 
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Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -1305729 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -1305688.250000 Penalty: 4550.914551
	Iteration 138Q: 3 clusters Score -1305688 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -1305674.250000 Penalty: 4550.914551
	Iteration 139Q: 3 clusters Score -1305674 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -1305675.875000 Penalty: 4550.914551
	Iteration 140F: 3 clusters Score -1305676 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -1305737.000000 Penalty: 4550.914551
	Iteration 141Q: 3 clusters Score -1305737 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -1305682.875000 Penalty: 4550.914551
	Iteration 142Q: 3 clusters Score -1305683 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -1305622.625000 Penalty: 4550.914551
	Iteration 143Q: 3 clusters Score -1305623 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -1305720 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -1305723.250000 Penalty: 4550.914551
	Iteration 145Q: 3 clusters Score -1305723 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -1305675 nChanged 10
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -1305653.250000 Penalty: 4550.914551
	Iteration 147Q: 3 clusters Score -1305653 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -1305730.875000 Penalty: 4550.914551
	Iteration 148Q: 3 clusters Score -1305731 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2211 members 
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Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -1305748 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2210 members 
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Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -1305703 nChanged 8
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -1305681 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -1305724 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -1305691.875000 Penalty: 4550.914551
	Iteration 153Q: 3 clusters Score -1305692 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2214 members 
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Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -1305638 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -1305709.125000 Penalty: 4550.914551
	Iteration 155Q: 3 clusters Score -1305709 nChanged 10
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -1305729 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -1305644 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -1305699 nChanged 3
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -1305712.000000 Penalty: 4550.914551
	Iteration 159Q: 3 clusters Score -1305712 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -1305730.250000 Penalty: 4550.914551
	Iteration 160F: 3 clusters Score -1305730 nChanged 11
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -1305684 nChanged 6
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Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -1305625 nChanged 9
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Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -1305731 nChanged 11
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -1305651 nChanged 6
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -1305710 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -1305700 nChanged 9
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -1305703 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -1305686 nChanged 5
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -1305707 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -1305687 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -1305699 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -1305700 nChanged 9
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -1305727 nChanged 7
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -1305721 nChanged 4
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -1305693 nChanged 11
Entering Unmasked Mstep 
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	Iteration 176Q: 3 clusters Score -1305666 nChanged 3
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -1305726 nChanged 2
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Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -1305616 nChanged 9
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Entering Unmasked Estep 
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	Iteration 179Q: 3 clusters Score -1305708 nChanged 9
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Entering Unmasked Estep 
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	Iteration 180F: 3 clusters Score -1305677 nChanged 7
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -1305704 nChanged 2
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -1305691 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -1305689 nChanged 8
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 184Q: 3 clusters Score -1305698 nChanged 6
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Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -1305706 nChanged 8
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Entering Unmasked Estep 
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	Iteration 186Q: 3 clusters Score -1305652 nChanged 13
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Entering Unmasked Estep 
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	Iteration 187Q: 3 clusters Score -1305711 nChanged 12
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Entering Unmasked Estep 
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	Iteration 188Q: 3 clusters Score -1305718 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Entering Unmasked Estep 
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	Iteration 189Q: 3 clusters Score -1305721 nChanged 4
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 190Q: 3 clusters Score -1305715 nChanged 10
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Entering Unmasked Estep 
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	Iteration 191Q: 3 clusters Score -1305619 nChanged 13
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 192Q: 3 clusters Score -1305678 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
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	Iteration 193Q: 3 clusters Score -1305616 nChanged 17
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 194Q: 3 clusters Score -1305717 nChanged 7
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 195Q: 3 clusters Score -1305715 nChanged 12
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 196Q: 3 clusters Score -1305636 nChanged 9
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 197Q: 3 clusters Score -1305704 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
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	Iteration 198Q: 3 clusters Score -1305698 nChanged 9
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 199Q: 3 clusters Score -1305683 nChanged 10
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 200F: 3 clusters Score -1305634 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
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	Iteration 201Q: 3 clusters Score -1305697 nChanged 16
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 202Q: 3 clusters Score -1305706 nChanged 10
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Entering Unmasked Estep 
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	Iteration 203Q: 3 clusters Score -1305700 nChanged 9
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 204Q: 3 clusters Score -1305644 nChanged 11
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 205Q: 3 clusters Score -1305688 nChanged 5
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Entering Unmasked Estep 
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	Iteration 206Q: 3 clusters Score -1305668 nChanged 15
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Entering Unmasked Estep 
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	Iteration 207Q: 3 clusters Score -1305672 nChanged 16
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 208Q: 3 clusters Score -1305670 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
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	Iteration 209Q: 3 clusters Score -1305421 nChanged 15
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 210Q: 3 clusters Score -1305678 nChanged 16
Entering Unmasked Mstep 
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	Iteration 211Q: 3 clusters Score -1305677 nChanged 10
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 212Q: 3 clusters Score -1305689 nChanged 16
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	Iteration 213Q: 3 clusters Score -1305698 nChanged 10
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	Iteration 214Q: 3 clusters Score -1305520 nChanged 15
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	Iteration 215Q: 3 clusters Score -1305701 nChanged 8
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	Iteration 216Q: 3 clusters Score -1305710 nChanged 5
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	Iteration 217Q: 3 clusters Score -1305708 nChanged 6
Entering Unmasked Mstep 
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	Iteration 218Q: 3 clusters Score -1305682 nChanged 8
Entering Unmasked Mstep 
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	Iteration 219Q: 3 clusters Score -1305695 nChanged 5
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	Iteration 220F: 3 clusters Score -1305721 nChanged 6
Entering Unmasked Mstep 
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	Iteration 221Q: 3 clusters Score -1305708 nChanged 7
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	Iteration 222Q: 3 clusters Score -1305702 nChanged 7
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	Iteration 223Q: 3 clusters Score -1305709 nChanged 9
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	Iteration 224Q: 3 clusters Score -1305727 nChanged 10
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	Iteration 225Q: 3 clusters Score -1305702 nChanged 8
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	Iteration 226Q: 3 clusters Score -1305756 nChanged 5
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	Iteration 227Q: 3 clusters Score -1305673 nChanged 5
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	Iteration 228Q: 3 clusters Score -1305679 nChanged 7
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	Iteration 229Q: 3 clusters Score -1305665 nChanged 22
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	Iteration 230Q: 3 clusters Score -1305704 nChanged 17
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Entering Unmasked Estep 
Score: -1305734.250000 Penalty: 4550.914551
	Iteration 231Q: 3 clusters Score -1305734 nChanged 9
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 232Q: 3 clusters Score -1305634 nChanged 10
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
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	Iteration 234Q: 3 clusters Score -1305708 nChanged 9
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Entering Unmasked Estep 
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	Iteration 235Q: 3 clusters Score -1305669 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Entering Unmasked Estep 
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	Iteration 236Q: 3 clusters Score -1305684 nChanged 7
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 237Q: 3 clusters Score -1305705 nChanged 11
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Entering Unmasked Estep 
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	Iteration 238Q: 3 clusters Score -1305541 nChanged 13
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 239Q: 3 clusters Score -1305679 nChanged 19
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Entering Unmasked Estep 
Score: -1305716.625000 Penalty: 4550.914551
	Iteration 240F: 3 clusters Score -1305717 nChanged 13
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Entering Unmasked Estep 
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	Iteration 241Q: 3 clusters Score -1305722 nChanged 9
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Entering Unmasked Estep 
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	Iteration 242Q: 3 clusters Score -1305722 nChanged 3
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Entering Unmasked Estep 
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	Iteration 243Q: 3 clusters Score -1305703 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
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	Iteration 244Q: 3 clusters Score -1305665 nChanged 7
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 245Q: 3 clusters Score -1305653 nChanged 5
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 246Q: 3 clusters Score -1305730 nChanged 13
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 247Q: 3 clusters Score -1305685 nChanged 8
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Entering Unmasked Estep 
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	Iteration 248Q: 3 clusters Score -1305696 nChanged 4
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Entering Unmasked Estep 
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	Iteration 249Q: 3 clusters Score -1305705 nChanged 5
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Entering Unmasked Estep 
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	Iteration 250Q: 3 clusters Score -1305729 nChanged 15
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Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
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	Iteration 251Q: 3 clusters Score -1305685 nChanged 13
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 252Q: 3 clusters Score -1305665 nChanged 14
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Entering Unmasked Estep 
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	Iteration 253Q: 3 clusters Score -1305663 nChanged 11
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Entering Unmasked Estep 
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	Iteration 254Q: 3 clusters Score -1305677 nChanged 3
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Entering Unmasked Estep 
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	Iteration 255Q: 3 clusters Score -1305717 nChanged 11
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 256Q: 3 clusters Score -1305666 nChanged 12
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Entering Unmasked Estep 
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	Iteration 257Q: 3 clusters Score -1305739 nChanged 14
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Entering Unmasked Estep 
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	Iteration 258Q: 3 clusters Score -1305722 nChanged 6
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Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
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	Iteration 259Q: 3 clusters Score -1305721 nChanged 7
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 260F: 3 clusters Score -1305726 nChanged 10
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 261Q: 3 clusters Score -1305696 nChanged 6
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Entering Unmasked Estep 
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	Iteration 262Q: 3 clusters Score -1305725 nChanged 5
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Entering Unmasked Estep 
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	Iteration 263Q: 3 clusters Score -1305718 nChanged 6
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Entering Unmasked Estep 
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	Iteration 264Q: 3 clusters Score -1305722 nChanged 11
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Entering Unmasked Estep 
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	Iteration 265Q: 3 clusters Score -1305678 nChanged 4
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 266Q: 3 clusters Score -1305695 nChanged 5
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Entering Unmasked Estep 
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	Iteration 267Q: 3 clusters Score -1305717 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
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	Iteration 268Q: 3 clusters Score -1305691 nChanged 8
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 269Q: 3 clusters Score -1305709 nChanged 9
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Entering Unmasked Estep 
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	Iteration 270Q: 3 clusters Score -1305687 nChanged 9
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 271Q: 3 clusters Score -1305699 nChanged 17
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 272Q: 3 clusters Score -1305707 nChanged 15
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Entering Unmasked Estep 
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	Iteration 273Q: 3 clusters Score -1305725 nChanged 11
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 274Q: 3 clusters Score -1305709 nChanged 12
Entering Unmasked Mstep 
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	Iteration 275Q: 3 clusters Score -1305659 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
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	Iteration 276Q: 3 clusters Score -1305666 nChanged 11
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 277Q: 3 clusters Score -1305702 nChanged 7
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Entering Unmasked Estep 
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	Iteration 278Q: 3 clusters Score -1305648 nChanged 14
Entering Unmasked Mstep 
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	Iteration 279Q: 3 clusters Score -1305661 nChanged 10
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Entering Unmasked Estep 
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	Iteration 280F: 3 clusters Score -1305675 nChanged 3
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	Iteration 281Q: 3 clusters Score -1305708 nChanged 11
Entering Unmasked Mstep 
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	Iteration 282Q: 3 clusters Score -1305727 nChanged 11
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 283Q: 3 clusters Score -1305708 nChanged 6
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	Iteration 284Q: 3 clusters Score -1305712 nChanged 6
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 285Q: 3 clusters Score -1305649 nChanged 6
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Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
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	Iteration 286Q: 3 clusters Score -1305680 nChanged 14
Entering Unmasked Mstep 
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	Iteration 287Q: 3 clusters Score -1305678 nChanged 10
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	Iteration 288Q: 3 clusters Score -1305708 nChanged 12
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 289Q: 3 clusters Score -1305709 nChanged 4
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Entering Unmasked Estep 
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	Iteration 290Q: 3 clusters Score -1305623 nChanged 6
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	Iteration 291Q: 3 clusters Score -1305696 nChanged 5
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	Iteration 292Q: 3 clusters Score -1305654 nChanged 11
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	Iteration 293Q: 3 clusters Score -1305724 nChanged 5
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 294Q: 3 clusters Score -1305597 nChanged 13
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	Iteration 295Q: 3 clusters Score -1305720 nChanged 15
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	Iteration 296Q: 3 clusters Score -1305690 nChanged 11
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	Iteration 297Q: 3 clusters Score -1305730 nChanged 4
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	Iteration 298Q: 3 clusters Score -1305660 nChanged 14
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	Iteration 299Q: 3 clusters Score -1305708 nChanged 7
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	Iteration 300F: 3 clusters Score -1305690 nChanged 6
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	Iteration 301Q: 3 clusters Score -1305666 nChanged 16
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	Iteration 302Q: 3 clusters Score -1305701 nChanged 14
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	Iteration 303Q: 3 clusters Score -1305694 nChanged 5
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	Iteration 304Q: 3 clusters Score -1305670 nChanged 9
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	Iteration 305Q: 3 clusters Score -1305716 nChanged 3
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	Iteration 306Q: 3 clusters Score -1305690 nChanged 8
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	Iteration 307Q: 3 clusters Score -1305738 nChanged 4
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	Iteration 308Q: 3 clusters Score -1305652 nChanged 11
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	Iteration 309Q: 3 clusters Score -1305680 nChanged 13
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	Iteration 310Q: 3 clusters Score -1305635 nChanged 21
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	Iteration 311Q: 3 clusters Score -1305627 nChanged 7
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	Iteration 312Q: 3 clusters Score -1305641 nChanged 13
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	Iteration 313Q: 3 clusters Score -1305634 nChanged 18
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	Iteration 314Q: 3 clusters Score -1305670 nChanged 24
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	Iteration 315Q: 3 clusters Score -1305725 nChanged 10
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	Iteration 316Q: 3 clusters Score -1305663 nChanged 13
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	Iteration 317Q: 3 clusters Score -1305680 nChanged 22
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	Iteration 318Q: 3 clusters Score -1305717 nChanged 8
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	Iteration 319Q: 3 clusters Score -1305712 nChanged 5
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	Iteration 320F: 3 clusters Score -1305660 nChanged 12
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	Iteration 321Q: 3 clusters Score -1305729 nChanged 10
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	Iteration 322Q: 3 clusters Score -1305722 nChanged 13
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	Iteration 323Q: 3 clusters Score -1305727 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -1305711.750000 Penalty: 4550.914551
	Iteration 324Q: 3 clusters Score -1305712 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
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	Iteration 325Q: 3 clusters Score -1305677 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
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	Iteration 326Q: 3 clusters Score -1305786 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
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	Iteration 327Q: 3 clusters Score -1305826 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
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	Iteration 328Q: 3 clusters Score -1305865 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -1305846.125000 Penalty: 4550.914551
	Iteration 329Q: 3 clusters Score -1305846 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -1305932.875000 Penalty: 4550.914551
	Iteration 330Q: 3 clusters Score -1305933 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -1305966.125000 Penalty: 4550.914551
	Iteration 331Q: 3 clusters Score -1305966 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -1305965.250000 Penalty: 4550.914551
	Iteration 332Q: 3 clusters Score -1305965 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -1305969.000000 Penalty: 4550.914551
	Iteration 333Q: 3 clusters Score -1305969 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -1305981.250000 Penalty: 4550.914551
	Iteration 334Q: 3 clusters Score -1305981 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -1305997.250000 Penalty: 4550.914551
	Iteration 335Q: 3 clusters Score -1305997 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -1305992.750000 Penalty: 4550.914551
	Iteration 336Q: 3 clusters Score -1305993 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -1306001.625000 Penalty: 4550.914551
	Iteration 337Q: 3 clusters Score -1306002 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -1305958.500000 Penalty: 4550.914551
	Iteration 338Q: 3 clusters Score -1305958 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -1306010.750000 Penalty: 4550.914551
	Iteration 339Q: 3 clusters Score -1306011 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -1306009.750000 Penalty: 4550.914551
	Iteration 340F: 3 clusters Score -1306010 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -1306017.250000 Penalty: 4550.914551
	Iteration 341Q: 3 clusters Score -1306017 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -1305978.625000 Penalty: 4550.914551
	Iteration 342Q: 3 clusters Score -1305979 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -1306020.375000 Penalty: 4550.914551
	Iteration 343Q: 3 clusters Score -1306020 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -1306055.750000 Penalty: 4550.914551
	Iteration 344Q: 3 clusters Score -1306056 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -1306046.125000 Penalty: 4550.914551
	Iteration 345Q: 3 clusters Score -1306046 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -1306012.875000 Penalty: 4550.914551
	Iteration 346Q: 3 clusters Score -1306013 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -1305924.875000 Penalty: 4550.914551
	Iteration 347Q: 3 clusters Score -1305925 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -1306001.250000 Penalty: 4550.914551
	Iteration 348Q: 3 clusters Score -1306001 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -1306062.625000 Penalty: 4550.914551
	Iteration 349Q: 3 clusters Score -1306063 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -1306051.500000 Penalty: 4550.914551
	Iteration 350Q: 3 clusters Score -1306052 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -1306028.250000 Penalty: 4550.914551
	Iteration 351Q: 3 clusters Score -1306028 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -1306019.625000 Penalty: 4550.914551
	Iteration 352Q: 3 clusters Score -1306020 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -1306045.125000 Penalty: 4550.914551
	Iteration 353Q: 3 clusters Score -1306045 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -1306054.500000 Penalty: 4550.914551
	Iteration 354Q: 3 clusters Score -1306054 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -1306068.250000 Penalty: 4550.914551
	Iteration 355Q: 3 clusters Score -1306068 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -1306030.000000 Penalty: 4550.914551
	Iteration 356Q: 3 clusters Score -1306030 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -1305963.125000 Penalty: 4550.914551
	Iteration 357Q: 3 clusters Score -1305963 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -1305968.625000 Penalty: 4550.914551
	Iteration 358Q: 3 clusters Score -1305969 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -1306020.125000 Penalty: 4550.914551
	Iteration 359Q: 3 clusters Score -1306020 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -1305936.375000 Penalty: 4550.914551
	Iteration 360F: 3 clusters Score -1305936 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -1306064.000000 Penalty: 4550.914551
	Iteration 361Q: 3 clusters Score -1306064 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -1306049.000000 Penalty: 4550.914551
	Iteration 362Q: 3 clusters Score -1306049 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -1306069.750000 Penalty: 4550.914551
	Iteration 363Q: 3 clusters Score -1306070 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -1306014.125000 Penalty: 4550.914551
	Iteration 364Q: 3 clusters Score -1306014 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -1306014.750000 Penalty: 4550.914551
	Iteration 365Q: 3 clusters Score -1306015 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -1306044.750000 Penalty: 4550.914551
	Iteration 366Q: 3 clusters Score -1306045 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -1306033.375000 Penalty: 4550.914551
	Iteration 367Q: 3 clusters Score -1306033 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -1306076.750000 Penalty: 4550.914551
	Iteration 368Q: 3 clusters Score -1306077 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -1306089.125000 Penalty: 4550.914551
	Iteration 369Q: 3 clusters Score -1306089 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -1305795.000000 Penalty: 4550.914551
	Iteration 370Q: 3 clusters Score -1305795 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -1306035.500000 Penalty: 4550.914551
	Iteration 371Q: 3 clusters Score -1306036 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -1306084.625000 Penalty: 4550.914551
	Iteration 372Q: 3 clusters Score -1306085 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -1305878.250000 Penalty: 4550.914551
	Iteration 373Q: 3 clusters Score -1305878 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -1306024.625000 Penalty: 4550.914551
	Iteration 374Q: 3 clusters Score -1306025 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -1305858.375000 Penalty: 4550.914551
	Iteration 375Q: 3 clusters Score -1305858 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -1305897.000000 Penalty: 4550.914551
	Iteration 376Q: 3 clusters Score -1305897 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -1305960.625000 Penalty: 4550.914551
	Iteration 377Q: 3 clusters Score -1305961 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -1306037.750000 Penalty: 4550.914551
	Iteration 378Q: 3 clusters Score -1306038 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -1306038.125000 Penalty: 4550.914551
	Iteration 379Q: 3 clusters Score -1306038 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -1306028.125000 Penalty: 4550.914551
	Iteration 380F: 3 clusters Score -1306028 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -1306022.750000 Penalty: 4550.914551
	Iteration 381Q: 3 clusters Score -1306023 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -1306031.250000 Penalty: 4550.914551
	Iteration 382Q: 3 clusters Score -1306031 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -1306070.375000 Penalty: 4550.914551
	Iteration 383Q: 3 clusters Score -1306070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -1306061.625000 Penalty: 4550.914551
	Iteration 384Q: 3 clusters Score -1306062 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -1306054.375000 Penalty: 4550.914551
	Iteration 385Q: 3 clusters Score -1306054 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -1306053.375000 Penalty: 4550.914551
	Iteration 386Q: 3 clusters Score -1306053 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -1306074.750000 Penalty: 4550.914551
	Iteration 387Q: 3 clusters Score -1306075 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -1306061.125000 Penalty: 4550.914551
	Iteration 388Q: 3 clusters Score -1306061 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -1306049.750000 Penalty: 4550.914551
	Iteration 389Q: 3 clusters Score -1306050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -1306017.750000 Penalty: 4550.914551
	Iteration 390Q: 3 clusters Score -1306018 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -1305874.125000 Penalty: 4550.914551
	Iteration 391Q: 3 clusters Score -1305874 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -1306014.375000 Penalty: 4550.914551
	Iteration 392Q: 3 clusters Score -1306014 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -1306049.875000 Penalty: 4550.914551
	Iteration 393Q: 3 clusters Score -1306050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -1305907.625000 Penalty: 4550.914551
	Iteration 394Q: 3 clusters Score -1305908 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -1305959.875000 Penalty: 4550.914551
	Iteration 395Q: 3 clusters Score -1305960 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -1305838.875000 Penalty: 4550.914551
	Iteration 396Q: 3 clusters Score -1305839 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -1305961.125000 Penalty: 4550.914551
	Iteration 397Q: 3 clusters Score -1305961 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -1305981.875000 Penalty: 4550.914551
	Iteration 398Q: 3 clusters Score -1305982 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -1306044.375000 Penalty: 4550.914551
	Iteration 399Q: 3 clusters Score -1306044 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -1306044.375000 Penalty: 4550.914551
	Iteration 400F: 3 clusters Score -1306044 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 45456 members 
Mstep: Class 2 contains 4379 members 
Mstep: Class 3 contains 37092 members 
Mstep: Class 4 contains 2241 members 
Mstep: Class 5 contains 4162 members 
Mstep: Class 6 contains 10584 members 
Mstep: Class 7 contains 6519 members 
Mstep: Class 8 contains 4408 members 
Mstep: Class 9 contains 222545 members 
Mstep: Class 10 contains 27789 members 
Mstep: Class 11 contains 6386 members 
Mstep: Class 12 contains 53070 members 
Mstep: Class 13 contains 8831 members 
Mstep: Class 14 contains 23873 members 
Mstep: Class 15 contains 7838 members 
Mstep: Class 16 contains 23134 members 
Mstep: Class 17 contains 3772 members 
Mstep: Class 18 contains 1136 members 
Mstep: Class 19 contains 17466 members 
Mstep: Class 20 contains 2597 members 
Mstep: Class 21 contains 160766 members 
Mstep: Class 22 contains 181920 members 
Mstep: Class 23 contains 11028 members 
Mstep: Class 24 contains 6666 members 
Mstep: Class 25 contains 9488 members 
Mstep: Class 26 contains 63327 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 6315 members 
Mstep: Class 29 contains 12455 members 
Mstep: Class 30 contains 1757 members 
Mstep: Class 31 contains 56666 members 
Mstep: Class 32 contains 46724 members 
Mstep: Class 33 contains 13537 members 
Mstep: Class 34 contains 30368 members 
Mstep: Class 35 contains 8222 members 
Mstep: Class 36 contains 5309 members 
Mstep: Class 37 contains 7086 members 
Mstep: Class 38 contains 2171 members 
Mstep: Class 39 contains 4520 members 
Mstep: Class 40 contains 3371 members 
Mstep: Class 41 contains 1129 members 
Mstep: Class 42 contains 7891 members 
Mstep: Class 43 contains 3390 members 
Mstep: Class 44 contains 4115 members 
Mstep: Class 45 contains 17349 members 
Mstep: Class 46 contains 891 members 
Mstep: Class 47 contains 378 members 
Mstep: Class 48 contains 7898 members 
Entering Unmasked Estep 
Score: -147476304.000000 Penalty: 166513.046875
Splitting cluster 30 changes total score from -147465840.000000 to -147476304.000000
So it's getting split into cluster 48.
Entering ConstructFrom: 
Trying to split cluster 31 (56666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56666 members 
Entering Unmasked Estep 
Score: -6787779.000000 Penalty: 2714.342773
	Iteration 0F: 2 clusters Score -6787779 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28401 members 
Mstep: Class 2 contains 28265 members 
Entering Unmasked Estep 
Score: -6749567.500000 Penalty: 5428.685547
	Iteration 0F: 3 clusters Score -6749568 nChanged 26357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29570 members 
Mstep: Class 2 contains 27096 members 
Entering Unmasked Estep 
Score: -6764340.500000 Penalty: 5428.685547
	Iteration 1F: 3 clusters Score -6764340 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30122 members 
Mstep: Class 2 contains 26544 members 
Entering Unmasked Estep 
Score: -6765187.500000 Penalty: 5428.685547
	Iteration 2Q: 3 clusters Score -6765188 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30822 members 
Mstep: Class 2 contains 25844 members 
Entering Unmasked Estep 
Score: -6766293.500000 Penalty: 5428.685547
	Iteration 3Q: 3 clusters Score -6766294 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31820 members 
Mstep: Class 2 contains 24846 members 
Entering Unmasked Estep 
Score: -6767859.000000 Penalty: 5428.685547
	Iteration 4Q: 3 clusters Score -6767859 nChanged 3215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33143 members 
Mstep: Class 2 contains 23523 members 
Entering Unmasked Estep 
Score: -6769913.000000 Penalty: 5428.685547
	Iteration 5F: 3 clusters Score -6769913 nChanged 3360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34511 members 
Mstep: Class 2 contains 22155 members 
Entering Unmasked Estep 
Score: -6772078.500000 Penalty: 5428.685547
	Iteration 6F: 3 clusters Score -6772078 nChanged 3309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35824 members 
Mstep: Class 2 contains 20842 members 
Entering Unmasked Estep 
Score: -6774048.500000 Penalty: 5428.685547
	Iteration 7F: 3 clusters Score -6774048 nChanged 3041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37179 members 
Mstep: Class 2 contains 19487 members 
Entering Unmasked Estep 
Score: -6775839.000000 Penalty: 5428.685547
	Iteration 8F: 3 clusters Score -6775839 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38554 members 
Mstep: Class 2 contains 18112 members 
Entering Unmasked Estep 
Score: -6777314.000000 Penalty: 5428.685547
	Iteration 9Q: 3 clusters Score -6777314 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39911 members 
Mstep: Class 2 contains 16755 members 
Entering Unmasked Estep 
Score: -6778481.500000 Penalty: 5428.685547
	Iteration 10Q: 3 clusters Score -6778482 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41327 members 
Mstep: Class 2 contains 15339 members 
Entering Unmasked Estep 
Score: -6779439.000000 Penalty: 5428.685547
	Iteration 11Q: 3 clusters Score -6779439 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42658 members 
Mstep: Class 2 contains 14008 members 
Entering Unmasked Estep 
Score: -6780191.000000 Penalty: 5428.685547
	Iteration 12Q: 3 clusters Score -6780191 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43940 members 
Mstep: Class 2 contains 12726 members 
Entering Unmasked Estep 
Score: -6780888.000000 Penalty: 5428.685547
	Iteration 13Q: 3 clusters Score -6780888 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45187 members 
Mstep: Class 2 contains 11479 members 
Entering Unmasked Estep 
Score: -6781487.500000 Penalty: 5428.685547
	Iteration 14Q: 3 clusters Score -6781488 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46313 members 
Mstep: Class 2 contains 10353 members 
Entering Unmasked Estep 
Score: -6781971.000000 Penalty: 5428.685547
	Iteration 15Q: 3 clusters Score -6781971 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47382 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
Score: -6782453.500000 Penalty: 5428.685547
	Iteration 16Q: 3 clusters Score -6782454 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48371 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -6782918.000000 Penalty: 5428.685547
	Iteration 17Q: 3 clusters Score -6782918 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49309 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -6783346.500000 Penalty: 5428.685547
	Iteration 18Q: 3 clusters Score -6783346 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50179 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -6783802.000000 Penalty: 5428.685547
	Iteration 19Q: 3 clusters Score -6783802 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50930 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -6784119.500000 Penalty: 5428.685547
	Iteration 20F: 3 clusters Score -6784120 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51523 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -6784373.000000 Penalty: 5428.685547
	Iteration 21Q: 3 clusters Score -6784373 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52063 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -6784608.500000 Penalty: 5428.685547
	Iteration 22Q: 3 clusters Score -6784608 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52496 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -6784785.000000 Penalty: 5428.685547
	Iteration 23Q: 3 clusters Score -6784785 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52864 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -6784942.000000 Penalty: 5428.685547
	Iteration 24Q: 3 clusters Score -6784942 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53176 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -6785100.000000 Penalty: 5428.685547
	Iteration 25Q: 3 clusters Score -6785100 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53444 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -6785216.500000 Penalty: 5428.685547
	Iteration 26Q: 3 clusters Score -6785216 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53665 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -6785315.000000 Penalty: 5428.685547
	Iteration 27Q: 3 clusters Score -6785315 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53854 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -6785378.500000 Penalty: 5428.685547
	Iteration 28Q: 3 clusters Score -6785378 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53993 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -6785435.500000 Penalty: 5428.685547
	Iteration 29Q: 3 clusters Score -6785436 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54108 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -6785468.000000 Penalty: 5428.685547
	Iteration 30Q: 3 clusters Score -6785468 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54202 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -6785508.000000 Penalty: 5428.685547
	Iteration 31Q: 3 clusters Score -6785508 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54297 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -6785541.500000 Penalty: 5428.685547
	Iteration 32Q: 3 clusters Score -6785542 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54384 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -6785542.500000 Penalty: 5428.685547
	Iteration 33Q: 3 clusters Score -6785542 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54456 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -6785561.500000 Penalty: 5428.685547
	Iteration 34Q: 3 clusters Score -6785562 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54515 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -6785583.500000 Penalty: 5428.685547
	Iteration 35Q: 3 clusters Score -6785584 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54564 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -6785599.000000 Penalty: 5428.685547
	Iteration 36Q: 3 clusters Score -6785599 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54592 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -6785608.500000 Penalty: 5428.685547
	Iteration 37Q: 3 clusters Score -6785608 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54635 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -6785628.500000 Penalty: 5428.685547
	Iteration 38Q: 3 clusters Score -6785628 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54678 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -6785644.500000 Penalty: 5428.685547
	Iteration 39Q: 3 clusters Score -6785644 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54722 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -6785678.000000 Penalty: 5428.685547
	Iteration 40F: 3 clusters Score -6785678 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54769 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -6785689.000000 Penalty: 5428.685547
	Iteration 41Q: 3 clusters Score -6785689 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54811 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -6785694.000000 Penalty: 5428.685547
	Iteration 42Q: 3 clusters Score -6785694 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54854 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -6785717.500000 Penalty: 5428.685547
	Iteration 43Q: 3 clusters Score -6785718 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54878 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -6785734.500000 Penalty: 5428.685547
	Iteration 44Q: 3 clusters Score -6785734 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54905 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -6785756.000000 Penalty: 5428.685547
	Iteration 45Q: 3 clusters Score -6785756 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54928 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -6785762.000000 Penalty: 5428.685547
	Iteration 46Q: 3 clusters Score -6785762 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54945 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -6785778.500000 Penalty: 5428.685547
	Iteration 47Q: 3 clusters Score -6785778 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54962 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -6785794.500000 Penalty: 5428.685547
	Iteration 48Q: 3 clusters Score -6785794 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54974 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -6785802.000000 Penalty: 5428.685547
	Iteration 49Q: 3 clusters Score -6785802 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54991 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -6785811.000000 Penalty: 5428.685547
	Iteration 50Q: 3 clusters Score -6785811 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55005 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -6785816.500000 Penalty: 5428.685547
	Iteration 51Q: 3 clusters Score -6785816 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55021 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -6785812.500000 Penalty: 5428.685547
	Iteration 52Q: 3 clusters Score -6785812 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55029 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -6785821.500000 Penalty: 5428.685547
	Iteration 53Q: 3 clusters Score -6785822 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55039 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -6785837.500000 Penalty: 5428.685547
	Iteration 54Q: 3 clusters Score -6785838 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55047 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -6785845.000000 Penalty: 5428.685547
	Iteration 55Q: 3 clusters Score -6785845 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55057 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -6785842.500000 Penalty: 5428.685547
	Iteration 56Q: 3 clusters Score -6785842 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55063 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -6785848.000000 Penalty: 5428.685547
	Iteration 57Q: 3 clusters Score -6785848 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55069 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -6785848.000000 Penalty: 5428.685547
	Iteration 58Q: 3 clusters Score -6785848 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55070 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -6785856.000000 Penalty: 5428.685547
	Iteration 59Q: 3 clusters Score -6785856 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55076 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -6785858.500000 Penalty: 5428.685547
	Iteration 60F: 3 clusters Score -6785858 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55078 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -6785853.000000 Penalty: 5428.685547
	Iteration 61Q: 3 clusters Score -6785853 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55081 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -6785847.000000 Penalty: 5428.685547
	Iteration 62Q: 3 clusters Score -6785847 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55085 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -6785841.000000 Penalty: 5428.685547
	Iteration 63Q: 3 clusters Score -6785841 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55091 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -6785843.000000 Penalty: 5428.685547
	Iteration 64Q: 3 clusters Score -6785843 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55093 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -6785857.500000 Penalty: 5428.685547
	Iteration 65Q: 3 clusters Score -6785858 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55102 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -6785873.500000 Penalty: 5428.685547
	Iteration 66Q: 3 clusters Score -6785874 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55109 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -6785876.000000 Penalty: 5428.685547
	Iteration 67Q: 3 clusters Score -6785876 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55114 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -6785880.000000 Penalty: 5428.685547
	Iteration 68Q: 3 clusters Score -6785880 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55121 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -6785887.500000 Penalty: 5428.685547
	Iteration 69Q: 3 clusters Score -6785888 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55131 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -6785885.500000 Penalty: 5428.685547
	Iteration 70Q: 3 clusters Score -6785886 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55141 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -6785891.000000 Penalty: 5428.685547
	Iteration 71Q: 3 clusters Score -6785891 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55141 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -6785894.500000 Penalty: 5428.685547
	Iteration 72Q: 3 clusters Score -6785894 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55147 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -6785890.500000 Penalty: 5428.685547
	Iteration 73Q: 3 clusters Score -6785890 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55150 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -6785904.500000 Penalty: 5428.685547
	Iteration 74Q: 3 clusters Score -6785904 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55157 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -6785908.000000 Penalty: 5428.685547
	Iteration 75Q: 3 clusters Score -6785908 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55166 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -6785908.000000 Penalty: 5428.685547
	Iteration 76Q: 3 clusters Score -6785908 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55170 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -6785918.500000 Penalty: 5428.685547
	Iteration 77Q: 3 clusters Score -6785918 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55176 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -6785915.000000 Penalty: 5428.685547
	Iteration 78Q: 3 clusters Score -6785915 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55179 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -6785911.000000 Penalty: 5428.685547
	Iteration 79Q: 3 clusters Score -6785911 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55178 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -6785913.000000 Penalty: 5428.685547
	Iteration 80F: 3 clusters Score -6785913 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55183 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -6785918.000000 Penalty: 5428.685547
	Iteration 81Q: 3 clusters Score -6785918 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55185 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -6785918.000000 Penalty: 5428.685547
	Iteration 82Q: 3 clusters Score -6785918 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55184 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -6785916.500000 Penalty: 5428.685547
	Iteration 83Q: 3 clusters Score -6785916 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55184 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -6785916.500000 Penalty: 5428.685547
	Iteration 84F: 3 clusters Score -6785916 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (46724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46724 members 
Entering Unmasked Estep 
Score: -5919138.000000 Penalty: 2666.499268
	Iteration 0F: 2 clusters Score -5919138 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23272 members 
Mstep: Class 2 contains 23452 members 
Entering Unmasked Estep 
Score: -5887545.500000 Penalty: 5332.998535
	Iteration 0F: 3 clusters Score -5887546 nChanged 21499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22515 members 
Mstep: Class 2 contains 24209 members 
Entering Unmasked Estep 
Score: -5900184.000000 Penalty: 5332.998535
	Iteration 1F: 3 clusters Score -5900184 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21823 members 
Mstep: Class 2 contains 24901 members 
Entering Unmasked Estep 
Score: -5901554.500000 Penalty: 5332.998535
	Iteration 2F: 3 clusters Score -5901554 nChanged 2954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20777 members 
Mstep: Class 2 contains 25947 members 
Entering Unmasked Estep 
Score: -5903226.000000 Penalty: 5332.998535
	Iteration 3F: 3 clusters Score -5903226 nChanged 3013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19584 members 
Mstep: Class 2 contains 27140 members 
Entering Unmasked Estep 
Score: -5904906.500000 Penalty: 5332.998535
	Iteration 4F: 3 clusters Score -5904906 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18281 members 
Mstep: Class 2 contains 28443 members 
Entering Unmasked Estep 
Score: -5906456.500000 Penalty: 5332.998535
	Iteration 5F: 3 clusters Score -5906456 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17030 members 
Mstep: Class 2 contains 29694 members 
Entering Unmasked Estep 
Score: -5907797.500000 Penalty: 5332.998535
	Iteration 6F: 3 clusters Score -5907798 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15836 members 
Mstep: Class 2 contains 30888 members 
Entering Unmasked Estep 
Score: -5908894.000000 Penalty: 5332.998535
	Iteration 7Q: 3 clusters Score -5908894 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14761 members 
Mstep: Class 2 contains 31963 members 
Entering Unmasked Estep 
Score: -5909959.500000 Penalty: 5332.998535
	Iteration 8Q: 3 clusters Score -5909960 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13782 members 
Mstep: Class 2 contains 32942 members 
Entering Unmasked Estep 
Score: -5911009.500000 Penalty: 5332.998535
	Iteration 9Q: 3 clusters Score -5911010 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12869 members 
Mstep: Class 2 contains 33855 members 
Entering Unmasked Estep 
Score: -5912035.000000 Penalty: 5332.998535
	Iteration 10Q: 3 clusters Score -5912035 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12045 members 
Mstep: Class 2 contains 34679 members 
Entering Unmasked Estep 
Score: -5912933.500000 Penalty: 5332.998535
	Iteration 11Q: 3 clusters Score -5912934 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11342 members 
Mstep: Class 2 contains 35382 members 
Entering Unmasked Estep 
Score: -5913578.500000 Penalty: 5332.998535
	Iteration 12Q: 3 clusters Score -5913578 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10690 members 
Mstep: Class 2 contains 36034 members 
Entering Unmasked Estep 
Score: -5913927.500000 Penalty: 5332.998535
	Iteration 13Q: 3 clusters Score -5913928 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 36647 members 
Entering Unmasked Estep 
Score: -5914198.500000 Penalty: 5332.998535
	Iteration 14Q: 3 clusters Score -5914198 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9491 members 
Mstep: Class 2 contains 37233 members 
Entering Unmasked Estep 
Score: -5914461.000000 Penalty: 5332.998535
	Iteration 15Q: 3 clusters Score -5914461 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 37832 members 
Entering Unmasked Estep 
Score: -5914692.500000 Penalty: 5332.998535
	Iteration 16Q: 3 clusters Score -5914692 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 38411 members 
Entering Unmasked Estep 
Score: -5914902.500000 Penalty: 5332.998535
	Iteration 17Q: 3 clusters Score -5914902 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 38998 members 
Entering Unmasked Estep 
Score: -5915115.000000 Penalty: 5332.998535
	Iteration 18Q: 3 clusters Score -5915115 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 39588 members 
Entering Unmasked Estep 
Score: -5915326.000000 Penalty: 5332.998535
	Iteration 19Q: 3 clusters Score -5915326 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 40171 members 
Entering Unmasked Estep 
Score: -5915595.500000 Penalty: 5332.998535
	Iteration 20F: 3 clusters Score -5915596 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 40698 members 
Entering Unmasked Estep 
Score: -5915747.500000 Penalty: 5332.998535
	Iteration 21Q: 3 clusters Score -5915748 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 41194 members 
Entering Unmasked Estep 
Score: -5915966.000000 Penalty: 5332.998535
	Iteration 22Q: 3 clusters Score -5915966 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 41624 members 
Entering Unmasked Estep 
Score: -5916124.500000 Penalty: 5332.998535
	Iteration 23Q: 3 clusters Score -5916124 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 42003 members 
Entering Unmasked Estep 
Score: -5916249.500000 Penalty: 5332.998535
	Iteration 24Q: 3 clusters Score -5916250 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 42327 members 
Entering Unmasked Estep 
Score: -5916369.000000 Penalty: 5332.998535
	Iteration 25Q: 3 clusters Score -5916369 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 42652 members 
Entering Unmasked Estep 
Score: -5916511.000000 Penalty: 5332.998535
	Iteration 26Q: 3 clusters Score -5916511 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 42925 members 
Entering Unmasked Estep 
Score: -5916642.000000 Penalty: 5332.998535
	Iteration 27Q: 3 clusters Score -5916642 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 43188 members 
Entering Unmasked Estep 
Score: -5916759.500000 Penalty: 5332.998535
	Iteration 28Q: 3 clusters Score -5916760 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 43413 members 
Entering Unmasked Estep 
Score: -5916865.500000 Penalty: 5332.998535
	Iteration 29Q: 3 clusters Score -5916866 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 43603 members 
Entering Unmasked Estep 
Score: -5916939.500000 Penalty: 5332.998535
	Iteration 30Q: 3 clusters Score -5916940 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 43758 members 
Entering Unmasked Estep 
Score: -5917010.000000 Penalty: 5332.998535
	Iteration 31Q: 3 clusters Score -5917010 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 43883 members 
Entering Unmasked Estep 
Score: -5917025.500000 Penalty: 5332.998535
	Iteration 32Q: 3 clusters Score -5917026 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 43986 members 
Entering Unmasked Estep 
Score: -5917083.000000 Penalty: 5332.998535
	Iteration 33Q: 3 clusters Score -5917083 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 44088 members 
Entering Unmasked Estep 
Score: -5917104.000000 Penalty: 5332.998535
	Iteration 34Q: 3 clusters Score -5917104 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 44171 members 
Entering Unmasked Estep 
Score: -5917120.000000 Penalty: 5332.998535
	Iteration 35Q: 3 clusters Score -5917120 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 44241 members 
Entering Unmasked Estep 
Score: -5917157.500000 Penalty: 5332.998535
	Iteration 36Q: 3 clusters Score -5917158 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 44293 members 
Entering Unmasked Estep 
Score: -5917164.000000 Penalty: 5332.998535
	Iteration 37Q: 3 clusters Score -5917164 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 44338 members 
Entering Unmasked Estep 
Score: -5917182.000000 Penalty: 5332.998535
	Iteration 38Q: 3 clusters Score -5917182 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 44386 members 
Entering Unmasked Estep 
Score: -5917197.000000 Penalty: 5332.998535
	Iteration 39Q: 3 clusters Score -5917197 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 44430 members 
Entering Unmasked Estep 
Score: -5917218.500000 Penalty: 5332.998535
	Iteration 40F: 3 clusters Score -5917218 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 44467 members 
Entering Unmasked Estep 
Score: -5917232.000000 Penalty: 5332.998535
	Iteration 41Q: 3 clusters Score -5917232 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 44507 members 
Entering Unmasked Estep 
Score: -5917256.000000 Penalty: 5332.998535
	Iteration 42Q: 3 clusters Score -5917256 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 44544 members 
Entering Unmasked Estep 
Score: -5917263.500000 Penalty: 5332.998535
	Iteration 43Q: 3 clusters Score -5917264 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 44569 members 
Entering Unmasked Estep 
Score: -5917257.500000 Penalty: 5332.998535
	Iteration 44Q: 3 clusters Score -5917258 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 44588 members 
Entering Unmasked Estep 
Score: -5917272.000000 Penalty: 5332.998535
	Iteration 45Q: 3 clusters Score -5917272 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 44614 members 
Entering Unmasked Estep 
Score: -5917273.500000 Penalty: 5332.998535
	Iteration 46Q: 3 clusters Score -5917274 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 44631 members 
Entering Unmasked Estep 
Score: -5917275.000000 Penalty: 5332.998535
	Iteration 47Q: 3 clusters Score -5917275 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 44654 members 
Entering Unmasked Estep 
Score: -5917279.500000 Penalty: 5332.998535
	Iteration 48Q: 3 clusters Score -5917280 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 44664 members 
Entering Unmasked Estep 
Score: -5917278.000000 Penalty: 5332.998535
	Iteration 49Q: 3 clusters Score -5917278 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 44673 members 
Entering Unmasked Estep 
Score: -5917274.000000 Penalty: 5332.998535
	Iteration 50Q: 3 clusters Score -5917274 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 44682 members 
Entering Unmasked Estep 
Score: -5917276.500000 Penalty: 5332.998535
	Iteration 51Q: 3 clusters Score -5917276 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 44688 members 
Entering Unmasked Estep 
Score: -5917278.500000 Penalty: 5332.998535
	Iteration 52Q: 3 clusters Score -5917278 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 44693 members 
Entering Unmasked Estep 
Score: -5917275.000000 Penalty: 5332.998535
	Iteration 53Q: 3 clusters Score -5917275 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 44701 members 
Entering Unmasked Estep 
Score: -5917274.500000 Penalty: 5332.998535
	Iteration 54Q: 3 clusters Score -5917274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 44703 members 
Entering Unmasked Estep 
Score: -5917272.000000 Penalty: 5332.998535
	Iteration 55Q: 3 clusters Score -5917272 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 44706 members 
Entering Unmasked Estep 
Score: -5917275.500000 Penalty: 5332.998535
	Iteration 56Q: 3 clusters Score -5917276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 44708 members 
Entering Unmasked Estep 
Score: -5917273.000000 Penalty: 5332.998535
	Iteration 57Q: 3 clusters Score -5917273 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 44713 members 
Entering Unmasked Estep 
Score: -5917272.500000 Penalty: 5332.998535
	Iteration 58Q: 3 clusters Score -5917272 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 44720 members 
Entering Unmasked Estep 
Score: -5917273.000000 Penalty: 5332.998535
	Iteration 59Q: 3 clusters Score -5917273 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 44723 members 
Entering Unmasked Estep 
Score: -5917272.500000 Penalty: 5332.998535
	Iteration 60F: 3 clusters Score -5917272 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 44730 members 
Entering Unmasked Estep 
Score: -5917273.000000 Penalty: 5332.998535
	Iteration 61Q: 3 clusters Score -5917273 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 44733 members 
Entering Unmasked Estep 
Score: -5917270.000000 Penalty: 5332.998535
	Iteration 62Q: 3 clusters Score -5917270 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 44740 members 
Entering Unmasked Estep 
Score: -5917265.000000 Penalty: 5332.998535
	Iteration 63Q: 3 clusters Score -5917265 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 44747 members 
Entering Unmasked Estep 
Score: -5917280.000000 Penalty: 5332.998535
	Iteration 64Q: 3 clusters Score -5917280 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 44756 members 
Entering Unmasked Estep 
Score: -5917283.500000 Penalty: 5332.998535
	Iteration 65Q: 3 clusters Score -5917284 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 44767 members 
Entering Unmasked Estep 
Score: -5917283.000000 Penalty: 5332.998535
	Iteration 66Q: 3 clusters Score -5917283 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 44773 members 
Entering Unmasked Estep 
Score: -5917285.500000 Penalty: 5332.998535
	Iteration 67Q: 3 clusters Score -5917286 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 44783 members 
Entering Unmasked Estep 
Score: -5917294.500000 Penalty: 5332.998535
	Iteration 68Q: 3 clusters Score -5917294 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 44787 members 
Entering Unmasked Estep 
Score: -5917291.500000 Penalty: 5332.998535
	Iteration 69Q: 3 clusters Score -5917292 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 44793 members 
Entering Unmasked Estep 
Score: -5917295.500000 Penalty: 5332.998535
	Iteration 70Q: 3 clusters Score -5917296 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 44802 members 
Entering Unmasked Estep 
Score: -5917294.000000 Penalty: 5332.998535
	Iteration 71Q: 3 clusters Score -5917294 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 44814 members 
Entering Unmasked Estep 
Score: -5917293.000000 Penalty: 5332.998535
	Iteration 72Q: 3 clusters Score -5917293 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 44821 members 
Entering Unmasked Estep 
Score: -5917303.500000 Penalty: 5332.998535
	Iteration 73Q: 3 clusters Score -5917304 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 44827 members 
Entering Unmasked Estep 
Score: -5917298.500000 Penalty: 5332.998535
	Iteration 74Q: 3 clusters Score -5917298 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 44830 members 
Entering Unmasked Estep 
Score: -5917301.500000 Penalty: 5332.998535
	Iteration 75Q: 3 clusters Score -5917302 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 44835 members 
Entering Unmasked Estep 
Score: -5917304.500000 Penalty: 5332.998535
	Iteration 76Q: 3 clusters Score -5917304 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 44840 members 
Entering Unmasked Estep 
Score: -5917305.500000 Penalty: 5332.998535
	Iteration 77Q: 3 clusters Score -5917306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 44844 members 
Entering Unmasked Estep 
Score: -5917310.500000 Penalty: 5332.998535
	Iteration 78Q: 3 clusters Score -5917310 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 44849 members 
Entering Unmasked Estep 
Score: -5917309.500000 Penalty: 5332.998535
	Iteration 79Q: 3 clusters Score -5917310 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 44855 members 
Entering Unmasked Estep 
Score: -5917305.000000 Penalty: 5332.998535
	Iteration 80F: 3 clusters Score -5917305 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 44857 members 
Entering Unmasked Estep 
Score: -5917302.000000 Penalty: 5332.998535
	Iteration 81Q: 3 clusters Score -5917302 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 44860 members 
Entering Unmasked Estep 
Score: -5917309.500000 Penalty: 5332.998535
	Iteration 82Q: 3 clusters Score -5917310 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 44862 members 
Entering Unmasked Estep 
Score: -5917308.000000 Penalty: 5332.998535
	Iteration 83Q: 3 clusters Score -5917308 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 44864 members 
Entering Unmasked Estep 
Score: -5917308.500000 Penalty: 5332.998535
	Iteration 84Q: 3 clusters Score -5917308 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 44866 members 
Entering Unmasked Estep 
Score: -5917315.000000 Penalty: 5332.998535
	Iteration 85Q: 3 clusters Score -5917315 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 44869 members 
Entering Unmasked Estep 
Score: -5917311.500000 Penalty: 5332.998535
	Iteration 86Q: 3 clusters Score -5917312 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 44875 members 
Entering Unmasked Estep 
Score: -5917314.500000 Penalty: 5332.998535
	Iteration 87Q: 3 clusters Score -5917314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 44876 members 
Entering Unmasked Estep 
Score: -5917308.500000 Penalty: 5332.998535
	Iteration 88Q: 3 clusters Score -5917308 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 44881 members 
Entering Unmasked Estep 
Score: -5917309.000000 Penalty: 5332.998535
	Iteration 89Q: 3 clusters Score -5917309 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 44884 members 
Entering Unmasked Estep 
Score: -5917307.000000 Penalty: 5332.998535
	Iteration 90Q: 3 clusters Score -5917307 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 44887 members 
Entering Unmasked Estep 
Score: -5917312.500000 Penalty: 5332.998535
	Iteration 91Q: 3 clusters Score -5917312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 44887 members 
Entering Unmasked Estep 
Score: -5917313.000000 Penalty: 5332.998535
	Iteration 92Q: 3 clusters Score -5917313 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 44887 members 
Entering Unmasked Estep 
Score: -5917313.000000 Penalty: 5332.998535
	Iteration 93F: 3 clusters Score -5917313 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (13537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13537 members 
Entering Unmasked Estep 
Score: -1741823.375000 Penalty: 2359.269043
	Iteration 0F: 2 clusters Score -1741823 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -1731857.125000 Penalty: 4718.538086
	Iteration 0F: 3 clusters Score -1731857 nChanged 5784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -1734918.375000 Penalty: 4718.538086
	Iteration 1F: 3 clusters Score -1734918 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -1735290.625000 Penalty: 4718.538086
	Iteration 2F: 3 clusters Score -1735291 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -1735611.125000 Penalty: 4718.538086
	Iteration 3F: 3 clusters Score -1735611 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -1735925.875000 Penalty: 4718.538086
	Iteration 4F: 3 clusters Score -1735926 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -1736265.000000 Penalty: 4718.538086
	Iteration 5Q: 3 clusters Score -1736265 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -1736654.375000 Penalty: 4718.538086
	Iteration 6Q: 3 clusters Score -1736654 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 9764 members 
Entering Unmasked Estep 
Score: -1737117.250000 Penalty: 4718.538086
	Iteration 7F: 3 clusters Score -1737117 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 10382 members 
Entering Unmasked Estep 
Score: -1737601.000000 Penalty: 4718.538086
	Iteration 8F: 3 clusters Score -1737601 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 10989 members 
Entering Unmasked Estep 
Score: -1738137.875000 Penalty: 4718.538086
	Iteration 9Q: 3 clusters Score -1738138 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 11482 members 
Entering Unmasked Estep 
Score: -1738587.375000 Penalty: 4718.538086
	Iteration 10Q: 3 clusters Score -1738587 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 11850 members 
Entering Unmasked Estep 
Score: -1738971.125000 Penalty: 4718.538086
	Iteration 11Q: 3 clusters Score -1738971 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 12108 members 
Entering Unmasked Estep 
Score: -1739259.500000 Penalty: 4718.538086
	Iteration 12Q: 3 clusters Score -1739260 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 12283 members 
Entering Unmasked Estep 
Score: -1739442.500000 Penalty: 4718.538086
	Iteration 13Q: 3 clusters Score -1739442 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 12400 members 
Entering Unmasked Estep 
Score: -1739555.625000 Penalty: 4718.538086
	Iteration 14Q: 3 clusters Score -1739556 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 12471 members 
Entering Unmasked Estep 
Score: -1739623.750000 Penalty: 4718.538086
	Iteration 15Q: 3 clusters Score -1739624 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 12528 members 
Entering Unmasked Estep 
Score: -1739679.375000 Penalty: 4718.538086
	Iteration 16Q: 3 clusters Score -1739679 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 12566 members 
Entering Unmasked Estep 
Score: -1739703.000000 Penalty: 4718.538086
	Iteration 17Q: 3 clusters Score -1739703 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 12594 members 
Entering Unmasked Estep 
Score: -1739726.000000 Penalty: 4718.538086
	Iteration 18Q: 3 clusters Score -1739726 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 12617 members 
Entering Unmasked Estep 
Score: -1739740.875000 Penalty: 4718.538086
	Iteration 19Q: 3 clusters Score -1739741 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 12642 members 
Entering Unmasked Estep 
Score: -1739759.125000 Penalty: 4718.538086
	Iteration 20F: 3 clusters Score -1739759 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 12662 members 
Entering Unmasked Estep 
Score: -1739777.375000 Penalty: 4718.538086
	Iteration 21Q: 3 clusters Score -1739777 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 12680 members 
Entering Unmasked Estep 
Score: -1739790.375000 Penalty: 4718.538086
	Iteration 22Q: 3 clusters Score -1739790 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 12695 members 
Entering Unmasked Estep 
Score: -1739792.625000 Penalty: 4718.538086
	Iteration 23Q: 3 clusters Score -1739793 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 12704 members 
Entering Unmasked Estep 
Score: -1739800.125000 Penalty: 4718.538086
	Iteration 24Q: 3 clusters Score -1739800 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 12709 members 
Entering Unmasked Estep 
Score: -1739801.125000 Penalty: 4718.538086
	Iteration 25Q: 3 clusters Score -1739801 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 12714 members 
Entering Unmasked Estep 
Score: -1739803.250000 Penalty: 4718.538086
	Iteration 26Q: 3 clusters Score -1739803 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 12719 members 
Entering Unmasked Estep 
Score: -1739802.500000 Penalty: 4718.538086
	Iteration 27Q: 3 clusters Score -1739802 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 12725 members 
Entering Unmasked Estep 
Score: -1739804.750000 Penalty: 4718.538086
	Iteration 28Q: 3 clusters Score -1739805 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 12733 members 
Entering Unmasked Estep 
Score: -1739810.375000 Penalty: 4718.538086
	Iteration 29Q: 3 clusters Score -1739810 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 12746 members 
Entering Unmasked Estep 
Score: -1739819.250000 Penalty: 4718.538086
	Iteration 30Q: 3 clusters Score -1739819 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 12757 members 
Entering Unmasked Estep 
Score: -1739823.750000 Penalty: 4718.538086
	Iteration 31Q: 3 clusters Score -1739824 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 12762 members 
Entering Unmasked Estep 
Score: -1739827.375000 Penalty: 4718.538086
	Iteration 32Q: 3 clusters Score -1739827 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 12766 members 
Entering Unmasked Estep 
Score: -1739828.750000 Penalty: 4718.538086
	Iteration 33Q: 3 clusters Score -1739829 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 12769 members 
Entering Unmasked Estep 
Score: -1739830.250000 Penalty: 4718.538086
	Iteration 34Q: 3 clusters Score -1739830 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 12772 members 
Entering Unmasked Estep 
Score: -1739830.500000 Penalty: 4718.538086
	Iteration 35Q: 3 clusters Score -1739830 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 12773 members 
Entering Unmasked Estep 
Score: -1739835.000000 Penalty: 4718.538086
	Iteration 36Q: 3 clusters Score -1739835 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 12775 members 
Entering Unmasked Estep 
Score: -1739836.500000 Penalty: 4718.538086
	Iteration 37Q: 3 clusters Score -1739836 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 12778 members 
Entering Unmasked Estep 
Score: -1739838.625000 Penalty: 4718.538086
	Iteration 38Q: 3 clusters Score -1739839 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 12783 members 
Entering Unmasked Estep 
Score: -1739840.500000 Penalty: 4718.538086
	Iteration 39Q: 3 clusters Score -1739840 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 12787 members 
Entering Unmasked Estep 
Score: -1739840.375000 Penalty: 4718.538086
	Iteration 40F: 3 clusters Score -1739840 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 12791 members 
Entering Unmasked Estep 
Score: -1739843.250000 Penalty: 4718.538086
	Iteration 41Q: 3 clusters Score -1739843 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 12793 members 
Entering Unmasked Estep 
Score: -1739845.000000 Penalty: 4718.538086
	Iteration 42Q: 3 clusters Score -1739845 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 12793 members 
Entering Unmasked Estep 
Score: -1739845.000000 Penalty: 4718.538086
	Iteration 43F: 3 clusters Score -1739845 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (30368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30368 members 
Entering Unmasked Estep 
Score: -3851705.000000 Penalty: 2559.644043
	Iteration 0F: 2 clusters Score -3851705 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15123 members 
Mstep: Class 2 contains 15245 members 
Entering Unmasked Estep 
Score: -3830777.000000 Penalty: 5119.288086
	Iteration 0F: 3 clusters Score -3830777 nChanged 13789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15210 members 
Mstep: Class 2 contains 15158 members 
Entering Unmasked Estep 
Score: -3838517.500000 Penalty: 5119.288086
	Iteration 1F: 3 clusters Score -3838518 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15287 members 
Mstep: Class 2 contains 15081 members 
Entering Unmasked Estep 
Score: -3839314.500000 Penalty: 5119.288086
	Iteration 2F: 3 clusters Score -3839314 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15425 members 
Mstep: Class 2 contains 14943 members 
Entering Unmasked Estep 
Score: -3840389.000000 Penalty: 5119.288086
	Iteration 3F: 3 clusters Score -3840389 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15657 members 
Mstep: Class 2 contains 14711 members 
Entering Unmasked Estep 
Score: -3841816.000000 Penalty: 5119.288086
	Iteration 4F: 3 clusters Score -3841816 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15958 members 
Mstep: Class 2 contains 14410 members 
Entering Unmasked Estep 
Score: -3843356.750000 Penalty: 5119.288086
	Iteration 5F: 3 clusters Score -3843357 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16263 members 
Mstep: Class 2 contains 14105 members 
Entering Unmasked Estep 
Score: -3844638.500000 Penalty: 5119.288086
	Iteration 6F: 3 clusters Score -3844638 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16551 members 
Mstep: Class 2 contains 13817 members 
Entering Unmasked Estep 
Score: -3845573.250000 Penalty: 5119.288086
	Iteration 7F: 3 clusters Score -3845573 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16795 members 
Mstep: Class 2 contains 13573 members 
Entering Unmasked Estep 
Score: -3846234.250000 Penalty: 5119.288086
	Iteration 8Q: 3 clusters Score -3846234 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16954 members 
Mstep: Class 2 contains 13414 members 
Entering Unmasked Estep 
Score: -3846767.000000 Penalty: 5119.288086
	Iteration 9Q: 3 clusters Score -3846767 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17107 members 
Mstep: Class 2 contains 13261 members 
Entering Unmasked Estep 
Score: -3847182.000000 Penalty: 5119.288086
	Iteration 10Q: 3 clusters Score -3847182 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17254 members 
Mstep: Class 2 contains 13114 members 
Entering Unmasked Estep 
Score: -3847513.750000 Penalty: 5119.288086
	Iteration 11Q: 3 clusters Score -3847514 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17455 members 
Mstep: Class 2 contains 12913 members 
Entering Unmasked Estep 
Score: -3847802.500000 Penalty: 5119.288086
	Iteration 12Q: 3 clusters Score -3847802 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17681 members 
Mstep: Class 2 contains 12687 members 
Entering Unmasked Estep 
Score: -3847949.500000 Penalty: 5119.288086
	Iteration 13Q: 3 clusters Score -3847950 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17880 members 
Mstep: Class 2 contains 12488 members 
Entering Unmasked Estep 
Score: -3848057.000000 Penalty: 5119.288086
	Iteration 14Q: 3 clusters Score -3848057 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18068 members 
Mstep: Class 2 contains 12300 members 
Entering Unmasked Estep 
Score: -3848124.000000 Penalty: 5119.288086
	Iteration 15Q: 3 clusters Score -3848124 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18258 members 
Mstep: Class 2 contains 12110 members 
Entering Unmasked Estep 
Score: -3848171.000000 Penalty: 5119.288086
	Iteration 16Q: 3 clusters Score -3848171 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18403 members 
Mstep: Class 2 contains 11965 members 
Entering Unmasked Estep 
Score: -3848203.750000 Penalty: 5119.288086
	Iteration 17Q: 3 clusters Score -3848204 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18524 members 
Mstep: Class 2 contains 11844 members 
Entering Unmasked Estep 
Score: -3848226.250000 Penalty: 5119.288086
	Iteration 18Q: 3 clusters Score -3848226 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18640 members 
Mstep: Class 2 contains 11728 members 
Entering Unmasked Estep 
Score: -3848242.750000 Penalty: 5119.288086
	Iteration 19Q: 3 clusters Score -3848243 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18747 members 
Mstep: Class 2 contains 11621 members 
Entering Unmasked Estep 
Score: -3848266.500000 Penalty: 5119.288086
	Iteration 20F: 3 clusters Score -3848266 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18853 members 
Mstep: Class 2 contains 11515 members 
Entering Unmasked Estep 
Score: -3848273.500000 Penalty: 5119.288086
	Iteration 21Q: 3 clusters Score -3848274 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18965 members 
Mstep: Class 2 contains 11403 members 
Entering Unmasked Estep 
Score: -3848281.750000 Penalty: 5119.288086
	Iteration 22Q: 3 clusters Score -3848282 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19080 members 
Mstep: Class 2 contains 11288 members 
Entering Unmasked Estep 
Score: -3848303.500000 Penalty: 5119.288086
	Iteration 23Q: 3 clusters Score -3848304 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19202 members 
Mstep: Class 2 contains 11166 members 
Entering Unmasked Estep 
Score: -3848312.250000 Penalty: 5119.288086
	Iteration 24Q: 3 clusters Score -3848312 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19309 members 
Mstep: Class 2 contains 11059 members 
Entering Unmasked Estep 
Score: -3848330.750000 Penalty: 5119.288086
	Iteration 25Q: 3 clusters Score -3848331 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19424 members 
Mstep: Class 2 contains 10944 members 
Entering Unmasked Estep 
Score: -3848364.750000 Penalty: 5119.288086
	Iteration 26Q: 3 clusters Score -3848365 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19533 members 
Mstep: Class 2 contains 10835 members 
Entering Unmasked Estep 
Score: -3848378.250000 Penalty: 5119.288086
	Iteration 27Q: 3 clusters Score -3848378 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19633 members 
Mstep: Class 2 contains 10735 members 
Entering Unmasked Estep 
Score: -3848392.000000 Penalty: 5119.288086
	Iteration 28Q: 3 clusters Score -3848392 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19741 members 
Mstep: Class 2 contains 10627 members 
Entering Unmasked Estep 
Score: -3848416.750000 Penalty: 5119.288086
	Iteration 29Q: 3 clusters Score -3848417 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19851 members 
Mstep: Class 2 contains 10517 members 
Entering Unmasked Estep 
Score: -3848414.000000 Penalty: 5119.288086
	Iteration 30Q: 3 clusters Score -3848414 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19954 members 
Mstep: Class 2 contains 10414 members 
Entering Unmasked Estep 
Score: -3848421.500000 Penalty: 5119.288086
	Iteration 31Q: 3 clusters Score -3848422 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20064 members 
Mstep: Class 2 contains 10304 members 
Entering Unmasked Estep 
Score: -3848424.500000 Penalty: 5119.288086
	Iteration 32Q: 3 clusters Score -3848424 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20167 members 
Mstep: Class 2 contains 10201 members 
Entering Unmasked Estep 
Score: -3848446.750000 Penalty: 5119.288086
	Iteration 33Q: 3 clusters Score -3848447 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20259 members 
Mstep: Class 2 contains 10109 members 
Entering Unmasked Estep 
Score: -3848442.000000 Penalty: 5119.288086
	Iteration 34Q: 3 clusters Score -3848442 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20352 members 
Mstep: Class 2 contains 10016 members 
Entering Unmasked Estep 
Score: -3848452.500000 Penalty: 5119.288086
	Iteration 35Q: 3 clusters Score -3848452 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20450 members 
Mstep: Class 2 contains 9918 members 
Entering Unmasked Estep 
Score: -3848462.500000 Penalty: 5119.288086
	Iteration 36Q: 3 clusters Score -3848462 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20542 members 
Mstep: Class 2 contains 9826 members 
Entering Unmasked Estep 
Score: -3848470.500000 Penalty: 5119.288086
	Iteration 37Q: 3 clusters Score -3848470 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20638 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -3848490.000000 Penalty: 5119.288086
	Iteration 38Q: 3 clusters Score -3848490 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20743 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
Score: -3848504.500000 Penalty: 5119.288086
	Iteration 39Q: 3 clusters Score -3848504 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20854 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -3848528.250000 Penalty: 5119.288086
	Iteration 40F: 3 clusters Score -3848528 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20962 members 
Mstep: Class 2 contains 9406 members 
Entering Unmasked Estep 
Score: -3848531.500000 Penalty: 5119.288086
	Iteration 41Q: 3 clusters Score -3848532 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21057 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -3848544.000000 Penalty: 5119.288086
	Iteration 42Q: 3 clusters Score -3848544 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21155 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
Score: -3848556.000000 Penalty: 5119.288086
	Iteration 43Q: 3 clusters Score -3848556 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21250 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -3848579.750000 Penalty: 5119.288086
	Iteration 44Q: 3 clusters Score -3848580 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21344 members 
Mstep: Class 2 contains 9024 members 
Entering Unmasked Estep 
Score: -3848588.500000 Penalty: 5119.288086
	Iteration 45Q: 3 clusters Score -3848588 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21449 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -3848601.000000 Penalty: 5119.288086
	Iteration 46Q: 3 clusters Score -3848601 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21549 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -3848620.250000 Penalty: 5119.288086
	Iteration 47Q: 3 clusters Score -3848620 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21660 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -3848637.000000 Penalty: 5119.288086
	Iteration 48Q: 3 clusters Score -3848637 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21774 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -3848645.250000 Penalty: 5119.288086
	Iteration 49Q: 3 clusters Score -3848645 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21893 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -3848663.250000 Penalty: 5119.288086
	Iteration 50Q: 3 clusters Score -3848663 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22008 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -3848696.750000 Penalty: 5119.288086
	Iteration 51Q: 3 clusters Score -3848697 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22143 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -3848713.000000 Penalty: 5119.288086
	Iteration 52Q: 3 clusters Score -3848713 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22287 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -3848723.250000 Penalty: 5119.288086
	Iteration 53Q: 3 clusters Score -3848723 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22446 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -3848781.250000 Penalty: 5119.288086
	Iteration 54Q: 3 clusters Score -3848781 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22605 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -3848812.000000 Penalty: 5119.288086
	Iteration 55Q: 3 clusters Score -3848812 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22780 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -3848839.000000 Penalty: 5119.288086
	Iteration 56Q: 3 clusters Score -3848839 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22976 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -3848902.750000 Penalty: 5119.288086
	Iteration 57Q: 3 clusters Score -3848903 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23172 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -3848936.000000 Penalty: 5119.288086
	Iteration 58Q: 3 clusters Score -3848936 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23376 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -3849005.000000 Penalty: 5119.288086
	Iteration 59Q: 3 clusters Score -3849005 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23580 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -3849060.000000 Penalty: 5119.288086
	Iteration 60F: 3 clusters Score -3849060 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23798 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -3849137.500000 Penalty: 5119.288086
	Iteration 61Q: 3 clusters Score -3849138 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24050 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -3849241.250000 Penalty: 5119.288086
	Iteration 62Q: 3 clusters Score -3849241 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24316 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -3849377.500000 Penalty: 5119.288086
	Iteration 63Q: 3 clusters Score -3849378 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24585 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -3849518.500000 Penalty: 5119.288086
	Iteration 64Q: 3 clusters Score -3849518 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24858 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -3849692.000000 Penalty: 5119.288086
	Iteration 65Q: 3 clusters Score -3849692 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25121 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -3849930.000000 Penalty: 5119.288086
	Iteration 66Q: 3 clusters Score -3849930 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25374 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -3850183.250000 Penalty: 5119.288086
	Iteration 67Q: 3 clusters Score -3850183 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25588 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -3850364.750000 Penalty: 5119.288086
	Iteration 68Q: 3 clusters Score -3850365 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25728 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -3850457.250000 Penalty: 5119.288086
	Iteration 69Q: 3 clusters Score -3850457 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25841 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -3850519.750000 Penalty: 5119.288086
	Iteration 70Q: 3 clusters Score -3850520 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25927 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -3850544.750000 Penalty: 5119.288086
	Iteration 71Q: 3 clusters Score -3850545 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25991 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -3850572.000000 Penalty: 5119.288086
	Iteration 72Q: 3 clusters Score -3850572 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26040 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -3850568.750000 Penalty: 5119.288086
	Iteration 73Q: 3 clusters Score -3850569 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26086 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -3850579.750000 Penalty: 5119.288086
	Iteration 74Q: 3 clusters Score -3850580 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26120 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -3850583.500000 Penalty: 5119.288086
	Iteration 75Q: 3 clusters Score -3850584 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26148 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -3850589.250000 Penalty: 5119.288086
	Iteration 76Q: 3 clusters Score -3850589 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26169 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -3850588.000000 Penalty: 5119.288086
	Iteration 77Q: 3 clusters Score -3850588 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26191 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -3850600.500000 Penalty: 5119.288086
	Iteration 78Q: 3 clusters Score -3850600 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26213 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -3850599.750000 Penalty: 5119.288086
	Iteration 79Q: 3 clusters Score -3850600 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26236 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -3850607.500000 Penalty: 5119.288086
	Iteration 80F: 3 clusters Score -3850608 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26250 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -3850607.750000 Penalty: 5119.288086
	Iteration 81Q: 3 clusters Score -3850608 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26255 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -3850618.000000 Penalty: 5119.288086
	Iteration 82Q: 3 clusters Score -3850618 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26261 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -3850620.000000 Penalty: 5119.288086
	Iteration 83Q: 3 clusters Score -3850620 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26265 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -3850622.750000 Penalty: 5119.288086
	Iteration 84Q: 3 clusters Score -3850623 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26272 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -3850617.250000 Penalty: 5119.288086
	Iteration 85Q: 3 clusters Score -3850617 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26275 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -3850615.500000 Penalty: 5119.288086
	Iteration 86Q: 3 clusters Score -3850616 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26276 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -3850611.750000 Penalty: 5119.288086
	Iteration 87Q: 3 clusters Score -3850612 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26276 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -3850611.750000 Penalty: 5119.288086
	Iteration 88F: 3 clusters Score -3850612 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (8222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Entering Unmasked Estep 
Score: -1018128.062500 Penalty: 2235.613037
	Iteration 0F: 2 clusters Score -1018128 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -1011559.062500 Penalty: 4471.226074
	Iteration 0F: 3 clusters Score -1011559 nChanged 3387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -1013472.312500 Penalty: 4471.226074
	Iteration 1F: 3 clusters Score -1013472 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -1013913.750000 Penalty: 4471.226074
	Iteration 2F: 3 clusters Score -1013914 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -1014368.500000 Penalty: 4471.226074
	Iteration 3F: 3 clusters Score -1014368 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -1014917.250000 Penalty: 4471.226074
	Iteration 4F: 3 clusters Score -1014917 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -1015419.875000 Penalty: 4471.226074
	Iteration 5F: 3 clusters Score -1015420 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -1015864.125000 Penalty: 4471.226074
	Iteration 6F: 3 clusters Score -1015864 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -1016260.500000 Penalty: 4471.226074
	Iteration 7F: 3 clusters Score -1016260 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -1016615.500000 Penalty: 4471.226074
	Iteration 8Q: 3 clusters Score -1016616 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -1016888.687500 Penalty: 4471.226074
	Iteration 9Q: 3 clusters Score -1016889 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -1017067.125000 Penalty: 4471.226074
	Iteration 10Q: 3 clusters Score -1017067 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -1017232.750000 Penalty: 4471.226074
	Iteration 11Q: 3 clusters Score -1017233 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -1017381.500000 Penalty: 4471.226074
	Iteration 12Q: 3 clusters Score -1017382 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -1017497.250000 Penalty: 4471.226074
	Iteration 13Q: 3 clusters Score -1017497 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -1017579.250000 Penalty: 4471.226074
	Iteration 14Q: 3 clusters Score -1017579 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -1017625.062500 Penalty: 4471.226074
	Iteration 15Q: 3 clusters Score -1017625 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -1017647.125000 Penalty: 4471.226074
	Iteration 16Q: 3 clusters Score -1017647 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -1017656.937500 Penalty: 4471.226074
	Iteration 17Q: 3 clusters Score -1017657 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -1017664.000000 Penalty: 4471.226074
	Iteration 18Q: 3 clusters Score -1017664 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -1017665.062500 Penalty: 4471.226074
	Iteration 19Q: 3 clusters Score -1017665 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -1017669.937500 Penalty: 4471.226074
	Iteration 20F: 3 clusters Score -1017670 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -1017672.562500 Penalty: 4471.226074
	Iteration 21Q: 3 clusters Score -1017673 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -1017673.562500 Penalty: 4471.226074
	Iteration 22Q: 3 clusters Score -1017674 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -1017675.500000 Penalty: 4471.226074
	Iteration 23Q: 3 clusters Score -1017676 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -1017676.000000 Penalty: 4471.226074
	Iteration 24Q: 3 clusters Score -1017676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -1017676.187500 Penalty: 4471.226074
	Iteration 25Q: 3 clusters Score -1017676 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -1017675.937500 Penalty: 4471.226074
	Iteration 26Q: 3 clusters Score -1017676 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -1017676.812500 Penalty: 4471.226074
	Iteration 27Q: 3 clusters Score -1017677 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -1017677.500000 Penalty: 4471.226074
	Iteration 28Q: 3 clusters Score -1017678 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -1017677.437500 Penalty: 4471.226074
	Iteration 29Q: 3 clusters Score -1017677 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -1017677.437500 Penalty: 4471.226074
	Iteration 30F: 3 clusters Score -1017677 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (5309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Entering Unmasked Estep 
Score: -651373.000000 Penalty: 2127.135498
	Iteration 0F: 2 clusters Score -651373 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -646665.000000 Penalty: 4254.270996
	Iteration 0F: 3 clusters Score -646665 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -647871.375000 Penalty: 4254.270996
	Iteration 1F: 3 clusters Score -647871.4 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -648190.562500 Penalty: 4254.270996
	Iteration 2F: 3 clusters Score -648190.6 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -648406.062500 Penalty: 4254.270996
	Iteration 3F: 3 clusters Score -648406.1 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -648585.062500 Penalty: 4254.270996
	Iteration 4Q: 3 clusters Score -648585.1 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -648754.062500 Penalty: 4254.270996
	Iteration 5Q: 3 clusters Score -648754.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -648918.250000 Penalty: 4254.270996
	Iteration 6Q: 3 clusters Score -648918.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -649044.125000 Penalty: 4254.270996
	Iteration 7Q: 3 clusters Score -649044.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -649162.437500 Penalty: 4254.270996
	Iteration 8Q: 3 clusters Score -649162.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -649257.937500 Penalty: 4254.270996
	Iteration 9Q: 3 clusters Score -649257.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -649336.750000 Penalty: 4254.270996
	Iteration 10Q: 3 clusters Score -649336.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -649432.687500 Penalty: 4254.270996
	Iteration 11Q: 3 clusters Score -649432.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -649533.125000 Penalty: 4254.270996
	Iteration 12Q: 3 clusters Score -649533.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -649641.000000 Penalty: 4254.270996
	Iteration 13Q: 3 clusters Score -649641 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -649757.750000 Penalty: 4254.270996
	Iteration 14Q: 3 clusters Score -649757.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -649871.937500 Penalty: 4254.270996
	Iteration 15Q: 3 clusters Score -649871.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -649973.687500 Penalty: 4254.270996
	Iteration 16Q: 3 clusters Score -649973.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -650032.562500 Penalty: 4254.270996
	Iteration 17Q: 3 clusters Score -650032.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -650069.687500 Penalty: 4254.270996
	Iteration 18Q: 3 clusters Score -650069.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -650092.187500 Penalty: 4254.270996
	Iteration 19Q: 3 clusters Score -650092.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -650107.312500 Penalty: 4254.270996
	Iteration 20F: 3 clusters Score -650107.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -650117.312500 Penalty: 4254.270996
	Iteration 21Q: 3 clusters Score -650117.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -650123.687500 Penalty: 4254.270996
	Iteration 22Q: 3 clusters Score -650123.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -650132.500000 Penalty: 4254.270996
	Iteration 23Q: 3 clusters Score -650132.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -650137.500000 Penalty: 4254.270996
	Iteration 24Q: 3 clusters Score -650137.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -650144.750000 Penalty: 4254.270996
	Iteration 25Q: 3 clusters Score -650144.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -650146.625000 Penalty: 4254.270996
	Iteration 26Q: 3 clusters Score -650146.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -650148.000000 Penalty: 4254.270996
	Iteration 27Q: 3 clusters Score -650148 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -650150.687500 Penalty: 4254.270996
	Iteration 28Q: 3 clusters Score -650150.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -650152.562500 Penalty: 4254.270996
	Iteration 29Q: 3 clusters Score -650152.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -650155.687500 Penalty: 4254.270996
	Iteration 30Q: 3 clusters Score -650155.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -650157.000000 Penalty: 4254.270996
	Iteration 31Q: 3 clusters Score -650157 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -650158.000000 Penalty: 4254.270996
	Iteration 32Q: 3 clusters Score -650158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -650159.312500 Penalty: 4254.270996
	Iteration 33Q: 3 clusters Score -650159.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -650159.937500 Penalty: 4254.270996
	Iteration 34Q: 3 clusters Score -650159.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -650159.500000 Penalty: 4254.270996
	Iteration 35Q: 3 clusters Score -650159.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -650158.687500 Penalty: 4254.270996
	Iteration 36Q: 3 clusters Score -650158.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -650159.500000 Penalty: 4254.270996
	Iteration 37Q: 3 clusters Score -650159.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -650159.500000 Penalty: 4254.270996
	Iteration 38F: 3 clusters Score -650159.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (7086 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Entering Unmasked Estep 
Score: -897567.562500 Penalty: 2198.737305
	Iteration 0F: 2 clusters Score -897567.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -891747.062500 Penalty: 4397.474609
	Iteration 0F: 3 clusters Score -891747.1 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -893250.750000 Penalty: 4397.474609
	Iteration 1F: 3 clusters Score -893250.8 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -893595.187500 Penalty: 4397.474609
	Iteration 2F: 3 clusters Score -893595.2 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -894008.312500 Penalty: 4397.474609
	Iteration 3F: 3 clusters Score -894008.3 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -894530.125000 Penalty: 4397.474609
	Iteration 4F: 3 clusters Score -894530.1 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -895082.625000 Penalty: 4397.474609
	Iteration 5F: 3 clusters Score -895082.6 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -895599.625000 Penalty: 4397.474609
	Iteration 6F: 3 clusters Score -895599.6 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -896001.250000 Penalty: 4397.474609
	Iteration 7F: 3 clusters Score -896001.2 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -896251.312500 Penalty: 4397.474609
	Iteration 8Q: 3 clusters Score -896251.3 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -896383.875000 Penalty: 4397.474609
	Iteration 9Q: 3 clusters Score -896383.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -896458.875000 Penalty: 4397.474609
	Iteration 10Q: 3 clusters Score -896458.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -896516.187500 Penalty: 4397.474609
	Iteration 11Q: 3 clusters Score -896516.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -896550.562500 Penalty: 4397.474609
	Iteration 12Q: 3 clusters Score -896550.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -896571.000000 Penalty: 4397.474609
	Iteration 13Q: 3 clusters Score -896571 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -896583.375000 Penalty: 4397.474609
	Iteration 14Q: 3 clusters Score -896583.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -896591.625000 Penalty: 4397.474609
	Iteration 15Q: 3 clusters Score -896591.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -896600.562500 Penalty: 4397.474609
	Iteration 16Q: 3 clusters Score -896600.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -896607.937500 Penalty: 4397.474609
	Iteration 17Q: 3 clusters Score -896607.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -896610.750000 Penalty: 4397.474609
	Iteration 18Q: 3 clusters Score -896610.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -896611.500000 Penalty: 4397.474609
	Iteration 19Q: 3 clusters Score -896611.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -896616.500000 Penalty: 4397.474609
	Iteration 20F: 3 clusters Score -896616.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -896618.125000 Penalty: 4397.474609
	Iteration 21Q: 3 clusters Score -896618.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -896623.250000 Penalty: 4397.474609
	Iteration 22Q: 3 clusters Score -896623.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -896625.500000 Penalty: 4397.474609
	Iteration 23Q: 3 clusters Score -896625.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -896627.500000 Penalty: 4397.474609
	Iteration 24Q: 3 clusters Score -896627.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -896629.687500 Penalty: 4397.474609
	Iteration 25Q: 3 clusters Score -896629.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -896635.000000 Penalty: 4397.474609
	Iteration 26Q: 3 clusters Score -896635 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -896634.687500 Penalty: 4397.474609
	Iteration 27Q: 3 clusters Score -896634.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -896636.312500 Penalty: 4397.474609
	Iteration 28Q: 3 clusters Score -896636.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -896637.625000 Penalty: 4397.474609
	Iteration 29Q: 3 clusters Score -896637.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -896638.812500 Penalty: 4397.474609
	Iteration 30Q: 3 clusters Score -896638.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -896641.375000 Penalty: 4397.474609
	Iteration 31Q: 3 clusters Score -896641.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -896641.375000 Penalty: 4397.474609
	Iteration 32Q: 3 clusters Score -896641.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -896642.000000 Penalty: 4397.474609
	Iteration 33Q: 3 clusters Score -896642 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -896645.750000 Penalty: 4397.474609
	Iteration 34Q: 3 clusters Score -896645.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -896650.437500 Penalty: 4397.474609
	Iteration 35Q: 3 clusters Score -896650.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -896653.812500 Penalty: 4397.474609
	Iteration 36Q: 3 clusters Score -896653.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -896655.500000 Penalty: 4397.474609
	Iteration 37Q: 3 clusters Score -896655.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -896658.000000 Penalty: 4397.474609
	Iteration 38Q: 3 clusters Score -896658 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -896662.250000 Penalty: 4397.474609
	Iteration 39Q: 3 clusters Score -896662.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -896663.312500 Penalty: 4397.474609
	Iteration 40F: 3 clusters Score -896663.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -896667.000000 Penalty: 4397.474609
	Iteration 41Q: 3 clusters Score -896667 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -896670.187500 Penalty: 4397.474609
	Iteration 42Q: 3 clusters Score -896670.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -896671.875000 Penalty: 4397.474609
	Iteration 43Q: 3 clusters Score -896671.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -896671.437500 Penalty: 4397.474609
	Iteration 44Q: 3 clusters Score -896671.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -896672.437500 Penalty: 4397.474609
	Iteration 45Q: 3 clusters Score -896672.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -896672.437500 Penalty: 4397.474609
	Iteration 46Q: 3 clusters Score -896672.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -896673.375000 Penalty: 4397.474609
	Iteration 47Q: 3 clusters Score -896673.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -896671.125000 Penalty: 4397.474609
	Iteration 48Q: 3 clusters Score -896671.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -896672.375000 Penalty: 4397.474609
	Iteration 49Q: 3 clusters Score -896672.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -896672.687500 Penalty: 4397.474609
	Iteration 50Q: 3 clusters Score -896672.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -896673.000000 Penalty: 4397.474609
	Iteration 51Q: 3 clusters Score -896673 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -896674.812500 Penalty: 4397.474609
	Iteration 52Q: 3 clusters Score -896674.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -896674.812500 Penalty: 4397.474609
	Iteration 53F: 3 clusters Score -896674.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (2171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Entering Unmasked Estep 
Score: -277016.593750 Penalty: 1905.369995
	Iteration 0F: 2 clusters Score -277016.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -274871.906250 Penalty: 3810.739990
	Iteration 0F: 3 clusters Score -274871.9 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -280066.093750 Penalty: 3810.739990
	Iteration 1F: 3 clusters Score -280066.1 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -281777.468750 Penalty: 3810.739990
	Iteration 2F: 3 clusters Score -281777.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -282278.312500 Penalty: 3810.739990
	Iteration 3F: 3 clusters Score -282278.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -282549.281250 Penalty: 3810.739990
	Iteration 4Q: 3 clusters Score -282549.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -282636.468750 Penalty: 3810.739990
	Iteration 5Q: 3 clusters Score -282636.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -282668.781250 Penalty: 3810.739990
	Iteration 6Q: 3 clusters Score -282668.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -282686.718750 Penalty: 3810.739990
	Iteration 7Q: 3 clusters Score -282686.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -282783.156250 Penalty: 3810.739990
	Iteration 8Q: 3 clusters Score -282783.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -282883.906250 Penalty: 3810.739990
	Iteration 9Q: 3 clusters Score -282883.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -282950.781250 Penalty: 3810.739990
	Iteration 10Q: 3 clusters Score -282950.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -282991.281250 Penalty: 3810.739990
	Iteration 11Q: 3 clusters Score -282991.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -283113.375000 Penalty: 3810.739990
	Iteration 12Q: 3 clusters Score -283113.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -283273.125000 Penalty: 3810.739990
	Iteration 13Q: 3 clusters Score -283273.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -283496.156250 Penalty: 3810.739990
	Iteration 14Q: 3 clusters Score -283496.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -283751.406250 Penalty: 3810.739990
	Iteration 15Q: 3 clusters Score -283751.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -283973.718750 Penalty: 3810.739990
	Iteration 16Q: 3 clusters Score -283973.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -283980.406250 Penalty: 3810.739990
	Iteration 17Q: 3 clusters Score -283980.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -284010.500000 Penalty: 3810.739990
	Iteration 18Q: 3 clusters Score -284010.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -284009.593750 Penalty: 3810.739990
	Iteration 19Q: 3 clusters Score -284009.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -284005.937500 Penalty: 3810.739990
	Iteration 20F: 3 clusters Score -284005.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -284031.218750 Penalty: 3810.739990
	Iteration 21Q: 3 clusters Score -284031.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -284046.187500 Penalty: 3810.739990
	Iteration 22Q: 3 clusters Score -284046.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -284029.468750 Penalty: 3810.739990
	Iteration 23Q: 3 clusters Score -284029.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -284029.468750 Penalty: 3810.739990
	Iteration 24F: 3 clusters Score -284029.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 45456 members 
Mstep: Class 2 contains 4379 members 
Mstep: Class 3 contains 37092 members 
Mstep: Class 4 contains 2241 members 
Mstep: Class 5 contains 4162 members 
Mstep: Class 6 contains 10584 members 
Mstep: Class 7 contains 6519 members 
Mstep: Class 8 contains 4408 members 
Mstep: Class 9 contains 222545 members 
Mstep: Class 10 contains 27789 members 
Mstep: Class 11 contains 6386 members 
Mstep: Class 12 contains 53070 members 
Mstep: Class 13 contains 8831 members 
Mstep: Class 14 contains 23873 members 
Mstep: Class 15 contains 7838 members 
Mstep: Class 16 contains 23134 members 
Mstep: Class 17 contains 3772 members 
Mstep: Class 18 contains 1136 members 
Mstep: Class 19 contains 17466 members 
Mstep: Class 20 contains 2597 members 
Mstep: Class 21 contains 160766 members 
Mstep: Class 22 contains 181920 members 
Mstep: Class 23 contains 11028 members 
Mstep: Class 24 contains 6666 members 
Mstep: Class 25 contains 9488 members 
Mstep: Class 26 contains 63327 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 6315 members 
Mstep: Class 29 contains 12455 members 
Mstep: Class 30 contains 1757 members 
Mstep: Class 31 contains 56666 members 
Mstep: Class 32 contains 46724 members 
Mstep: Class 33 contains 13537 members 
Mstep: Class 34 contains 30368 members 
Mstep: Class 35 contains 8222 members 
Mstep: Class 36 contains 5309 members 
Mstep: Class 37 contains 7086 members 
Mstep: Class 38 contains 1345 members 
Mstep: Class 39 contains 4520 members 
Mstep: Class 40 contains 3371 members 
Mstep: Class 41 contains 1129 members 
Mstep: Class 42 contains 7891 members 
Mstep: Class 43 contains 3390 members 
Mstep: Class 44 contains 4115 members 
Mstep: Class 45 contains 17349 members 
Mstep: Class 46 contains 891 members 
Mstep: Class 47 contains 378 members 
Mstep: Class 48 contains 7898 members 
Mstep: Class 49 contains 826 members 
Entering Unmasked Estep 
Score: -147481568.000000 Penalty: 169982.078125
Splitting cluster 38 changes total score from -147465840.000000 to -147481568.000000
So it's getting split into cluster 49.
Entering ConstructFrom: 
Trying to split cluster 39 (4520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Entering Unmasked Estep 
Score: -568460.687500 Penalty: 2087.234375
	Iteration 0F: 2 clusters Score -568460.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -564213.375000 Penalty: 4174.468750
	Iteration 0F: 3 clusters Score -564213.4 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -565177.125000 Penalty: 4174.468750
	Iteration 1F: 3 clusters Score -565177.1 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -565365.125000 Penalty: 4174.468750
	Iteration 2F: 3 clusters Score -565365.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -565489.937500 Penalty: 4174.468750
	Iteration 3Q: 3 clusters Score -565489.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -565569.750000 Penalty: 4174.468750
	Iteration 4Q: 3 clusters Score -565569.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -565630.375000 Penalty: 4174.468750
	Iteration 5Q: 3 clusters Score -565630.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -565677.937500 Penalty: 4174.468750
	Iteration 6Q: 3 clusters Score -565677.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -565723.187500 Penalty: 4174.468750
	Iteration 7Q: 3 clusters Score -565723.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -565760.875000 Penalty: 4174.468750
	Iteration 8Q: 3 clusters Score -565760.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -565789.062500 Penalty: 4174.468750
	Iteration 9Q: 3 clusters Score -565789.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -565806.500000 Penalty: 4174.468750
	Iteration 10Q: 3 clusters Score -565806.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -565819.375000 Penalty: 4174.468750
	Iteration 11Q: 3 clusters Score -565819.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -565835.000000 Penalty: 4174.468750
	Iteration 12Q: 3 clusters Score -565835 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -565850.375000 Penalty: 4174.468750
	Iteration 13Q: 3 clusters Score -565850.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -565863.750000 Penalty: 4174.468750
	Iteration 14Q: 3 clusters Score -565863.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -565880.187500 Penalty: 4174.468750
	Iteration 15Q: 3 clusters Score -565880.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -565899.187500 Penalty: 4174.468750
	Iteration 16Q: 3 clusters Score -565899.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -565915.000000 Penalty: 4174.468750
	Iteration 17Q: 3 clusters Score -565915 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -565930.562500 Penalty: 4174.468750
	Iteration 18Q: 3 clusters Score -565930.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -565947.062500 Penalty: 4174.468750
	Iteration 19Q: 3 clusters Score -565947.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -565960.250000 Penalty: 4174.468750
	Iteration 20F: 3 clusters Score -565960.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -565970.687500 Penalty: 4174.468750
	Iteration 21Q: 3 clusters Score -565970.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -565980.375000 Penalty: 4174.468750
	Iteration 22Q: 3 clusters Score -565980.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -565991.625000 Penalty: 4174.468750
	Iteration 23Q: 3 clusters Score -565991.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -565999.750000 Penalty: 4174.468750
	Iteration 24Q: 3 clusters Score -565999.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -566006.562500 Penalty: 4174.468750
	Iteration 25Q: 3 clusters Score -566006.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -566013.562500 Penalty: 4174.468750
	Iteration 26Q: 3 clusters Score -566013.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -566024.937500 Penalty: 4174.468750
	Iteration 27Q: 3 clusters Score -566024.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -566042.062500 Penalty: 4174.468750
	Iteration 28Q: 3 clusters Score -566042.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -566059.500000 Penalty: 4174.468750
	Iteration 29Q: 3 clusters Score -566059.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -566073.562500 Penalty: 4174.468750
	Iteration 30Q: 3 clusters Score -566073.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -566085.562500 Penalty: 4174.468750
	Iteration 31Q: 3 clusters Score -566085.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -566103.312500 Penalty: 4174.468750
	Iteration 32Q: 3 clusters Score -566103.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -566121.187500 Penalty: 4174.468750
	Iteration 33Q: 3 clusters Score -566121.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -566134.500000 Penalty: 4174.468750
	Iteration 34Q: 3 clusters Score -566134.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -566148.937500 Penalty: 4174.468750
	Iteration 35Q: 3 clusters Score -566148.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -566166.062500 Penalty: 4174.468750
	Iteration 36Q: 3 clusters Score -566166.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -566179.000000 Penalty: 4174.468750
	Iteration 37Q: 3 clusters Score -566179 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -566184.750000 Penalty: 4174.468750
	Iteration 38Q: 3 clusters Score -566184.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -566196.312500 Penalty: 4174.468750
	Iteration 39Q: 3 clusters Score -566196.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -566207.562500 Penalty: 4174.468750
	Iteration 40F: 3 clusters Score -566207.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -566224.875000 Penalty: 4174.468750
	Iteration 41Q: 3 clusters Score -566224.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -566243.875000 Penalty: 4174.468750
	Iteration 42Q: 3 clusters Score -566243.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -566272.562500 Penalty: 4174.468750
	Iteration 43Q: 3 clusters Score -566272.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -566299.375000 Penalty: 4174.468750
	Iteration 44Q: 3 clusters Score -566299.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -566332.875000 Penalty: 4174.468750
	Iteration 45Q: 3 clusters Score -566332.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -566370.062500 Penalty: 4174.468750
	Iteration 46Q: 3 clusters Score -566370.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -566406.375000 Penalty: 4174.468750
	Iteration 47Q: 3 clusters Score -566406.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -566448.187500 Penalty: 4174.468750
	Iteration 48Q: 3 clusters Score -566448.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -566498.312500 Penalty: 4174.468750
	Iteration 49Q: 3 clusters Score -566498.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -566542.875000 Penalty: 4174.468750
	Iteration 50Q: 3 clusters Score -566542.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -566574.000000 Penalty: 4174.468750
	Iteration 51Q: 3 clusters Score -566574 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -566599.375000 Penalty: 4174.468750
	Iteration 52Q: 3 clusters Score -566599.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -566616.500000 Penalty: 4174.468750
	Iteration 53Q: 3 clusters Score -566616.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -566630.375000 Penalty: 4174.468750
	Iteration 54Q: 3 clusters Score -566630.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -566639.250000 Penalty: 4174.468750
	Iteration 55Q: 3 clusters Score -566639.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -566647.687500 Penalty: 4174.468750
	Iteration 56Q: 3 clusters Score -566647.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -566654.125000 Penalty: 4174.468750
	Iteration 57Q: 3 clusters Score -566654.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -566658.312500 Penalty: 4174.468750
	Iteration 58Q: 3 clusters Score -566658.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -566663.312500 Penalty: 4174.468750
	Iteration 59Q: 3 clusters Score -566663.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -566669.562500 Penalty: 4174.468750
	Iteration 60F: 3 clusters Score -566669.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -566677.312500 Penalty: 4174.468750
	Iteration 61Q: 3 clusters Score -566677.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -566681.125000 Penalty: 4174.468750
	Iteration 62Q: 3 clusters Score -566681.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -566687.125000 Penalty: 4174.468750
	Iteration 63Q: 3 clusters Score -566687.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -566694.750000 Penalty: 4174.468750
	Iteration 64Q: 3 clusters Score -566694.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -566702.250000 Penalty: 4174.468750
	Iteration 65Q: 3 clusters Score -566702.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -566706.375000 Penalty: 4174.468750
	Iteration 66Q: 3 clusters Score -566706.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -566713.187500 Penalty: 4174.468750
	Iteration 67Q: 3 clusters Score -566713.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -566717.562500 Penalty: 4174.468750
	Iteration 68Q: 3 clusters Score -566717.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -566721.062500 Penalty: 4174.468750
	Iteration 69Q: 3 clusters Score -566721.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -566723.125000 Penalty: 4174.468750
	Iteration 70Q: 3 clusters Score -566723.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -566726.375000 Penalty: 4174.468750
	Iteration 71Q: 3 clusters Score -566726.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -566727.562500 Penalty: 4174.468750
	Iteration 72Q: 3 clusters Score -566727.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -566729.125000 Penalty: 4174.468750
	Iteration 73Q: 3 clusters Score -566729.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -566730.312500 Penalty: 4174.468750
	Iteration 74Q: 3 clusters Score -566730.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -566729.812500 Penalty: 4174.468750
	Iteration 75Q: 3 clusters Score -566729.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -566730.812500 Penalty: 4174.468750
	Iteration 76Q: 3 clusters Score -566730.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -566730.812500 Penalty: 4174.468750
	Iteration 77F: 3 clusters Score -566730.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (3371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Entering Unmasked Estep 
Score: -420053.000000 Penalty: 2014.495239
	Iteration 0F: 2 clusters Score -420053 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -416533.562500 Penalty: 4028.990479
	Iteration 0F: 3 clusters Score -416533.6 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -417314.343750 Penalty: 4028.990479
	Iteration 1F: 3 clusters Score -417314.3 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -417535.437500 Penalty: 4028.990479
	Iteration 2F: 3 clusters Score -417535.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -417753.656250 Penalty: 4028.990479
	Iteration 3F: 3 clusters Score -417753.7 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -418075.531250 Penalty: 4028.990479
	Iteration 4F: 3 clusters Score -418075.5 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -418514.593750 Penalty: 4028.990479
	Iteration 5F: 3 clusters Score -418514.6 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -418979.906250 Penalty: 4028.990479
	Iteration 6F: 3 clusters Score -418979.9 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -419377.687500 Penalty: 4028.990479
	Iteration 7F: 3 clusters Score -419377.7 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -419699.531250 Penalty: 4028.990479
	Iteration 8F: 3 clusters Score -419699.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -419905.312500 Penalty: 4028.990479
	Iteration 9Q: 3 clusters Score -419905.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -420026.125000 Penalty: 4028.990479
	Iteration 10Q: 3 clusters Score -420026.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -420097.187500 Penalty: 4028.990479
	Iteration 11Q: 3 clusters Score -420097.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -420135.500000 Penalty: 4028.990479
	Iteration 12Q: 3 clusters Score -420135.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -420150.125000 Penalty: 4028.990479
	Iteration 13Q: 3 clusters Score -420150.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -420163.843750 Penalty: 4028.990479
	Iteration 14Q: 3 clusters Score -420163.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -420170.500000 Penalty: 4028.990479
	Iteration 15Q: 3 clusters Score -420170.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -420172.312500 Penalty: 4028.990479
	Iteration 16Q: 3 clusters Score -420172.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -420174.718750 Penalty: 4028.990479
	Iteration 17Q: 3 clusters Score -420174.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -420174.562500 Penalty: 4028.990479
	Iteration 18Q: 3 clusters Score -420174.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -420174.562500 Penalty: 4028.990479
	Iteration 19F: 3 clusters Score -420174.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 45456 members 
Mstep: Class 2 contains 4379 members 
Mstep: Class 3 contains 37092 members 
Mstep: Class 4 contains 2241 members 
Mstep: Class 5 contains 4162 members 
Mstep: Class 6 contains 10584 members 
Mstep: Class 7 contains 6519 members 
Mstep: Class 8 contains 4408 members 
Mstep: Class 9 contains 222545 members 
Mstep: Class 10 contains 27789 members 
Mstep: Class 11 contains 6386 members 
Mstep: Class 12 contains 53070 members 
Mstep: Class 13 contains 8831 members 
Mstep: Class 14 contains 23873 members 
Mstep: Class 15 contains 7838 members 
Mstep: Class 16 contains 23134 members 
Mstep: Class 17 contains 3772 members 
Mstep: Class 18 contains 1136 members 
Mstep: Class 19 contains 17466 members 
Mstep: Class 20 contains 2597 members 
Mstep: Class 21 contains 160766 members 
Mstep: Class 22 contains 181920 members 
Mstep: Class 23 contains 11028 members 
Mstep: Class 24 contains 6666 members 
Mstep: Class 25 contains 9488 members 
Mstep: Class 26 contains 63327 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 6315 members 
Mstep: Class 29 contains 12455 members 
Mstep: Class 30 contains 1757 members 
Mstep: Class 31 contains 56666 members 
Mstep: Class 32 contains 46724 members 
Mstep: Class 33 contains 13537 members 
Mstep: Class 34 contains 30368 members 
Mstep: Class 35 contains 8222 members 
Mstep: Class 36 contains 5309 members 
Mstep: Class 37 contains 7086 members 
Mstep: Class 38 contains 1345 members 
Mstep: Class 39 contains 4520 members 
Mstep: Class 40 contains 1996 members 
Mstep: Class 41 contains 1129 members 
Mstep: Class 42 contains 7891 members 
Mstep: Class 43 contains 3390 members 
Mstep: Class 44 contains 4115 members 
Mstep: Class 45 contains 17349 members 
Mstep: Class 46 contains 891 members 
Mstep: Class 47 contains 378 members 
Mstep: Class 48 contains 7898 members 
Mstep: Class 49 contains 826 members 
Mstep: Class 50 contains 1375 members 
Entering Unmasked Estep 
Score: -147480288.000000 Penalty: 173451.093750
Splitting cluster 40 changes total score from -147465840.000000 to -147480288.000000
So it's getting split into cluster 50.
Entering ConstructFrom: 
Trying to split cluster 41 (1129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Entering Unmasked Estep 
Score: -82719.070312 Penalty: 1743.213745
	Iteration 0F: 2 clusters Score -82719.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -81054.359375 Penalty: 3486.427490
	Iteration 0F: 3 clusters Score -81054.36 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -82662.757812 Penalty: 3486.427490
	Iteration 1F: 3 clusters Score -82662.76 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -84137.289062 Penalty: 3486.427490
	Iteration 2F: 3 clusters Score -84137.29 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -85817.390625 Penalty: 3486.427490
	Iteration 3F: 3 clusters Score -85817.39 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -86880.453125 Penalty: 3486.427490
	Iteration 4F: 3 clusters Score -86880.45 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -87275.359375 Penalty: 3486.427490
	Iteration 5F: 3 clusters Score -87275.36 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -87361.945312 Penalty: 3486.427490
	Iteration 6Q: 3 clusters Score -87361.95 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -87414.351562 Penalty: 3486.427490
	Iteration 7Q: 3 clusters Score -87414.35 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -87476.070312 Penalty: 3486.427490
	Iteration 8Q: 3 clusters Score -87476.07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -87498.484375 Penalty: 3486.427490
	Iteration 9Q: 3 clusters Score -87498.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -87505.968750 Penalty: 3486.427490
	Iteration 10Q: 3 clusters Score -87505.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -87509.414062 Penalty: 3486.427490
	Iteration 11Q: 3 clusters Score -87509.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -87514.539062 Penalty: 3486.427490
	Iteration 12F: 3 clusters Score -87514.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -87518.648438 Penalty: 3486.427490
	Iteration 13Q: 3 clusters Score -87518.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -87518.648438 Penalty: 3486.427490
	Iteration 14F: 3 clusters Score -87518.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 45456 members 
Mstep: Class 2 contains 4379 members 
Mstep: Class 3 contains 37092 members 
Mstep: Class 4 contains 2241 members 
Mstep: Class 5 contains 4162 members 
Mstep: Class 6 contains 10584 members 
Mstep: Class 7 contains 6519 members 
Mstep: Class 8 contains 4408 members 
Mstep: Class 9 contains 222545 members 
Mstep: Class 10 contains 27789 members 
Mstep: Class 11 contains 6386 members 
Mstep: Class 12 contains 53070 members 
Mstep: Class 13 contains 8831 members 
Mstep: Class 14 contains 23873 members 
Mstep: Class 15 contains 7838 members 
Mstep: Class 16 contains 23134 members 
Mstep: Class 17 contains 3772 members 
Mstep: Class 18 contains 1136 members 
Mstep: Class 19 contains 17466 members 
Mstep: Class 20 contains 2597 members 
Mstep: Class 21 contains 160766 members 
Mstep: Class 22 contains 181920 members 
Mstep: Class 23 contains 11028 members 
Mstep: Class 24 contains 6666 members 
Mstep: Class 25 contains 9488 members 
Mstep: Class 26 contains 63327 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 6315 members 
Mstep: Class 29 contains 12455 members 
Mstep: Class 30 contains 1757 members 
Mstep: Class 31 contains 56666 members 
Mstep: Class 32 contains 46724 members 
Mstep: Class 33 contains 13537 members 
Mstep: Class 34 contains 30368 members 
Mstep: Class 35 contains 8222 members 
Mstep: Class 36 contains 5309 members 
Mstep: Class 37 contains 7086 members 
Mstep: Class 38 contains 1345 members 
Mstep: Class 39 contains 4520 members 
Mstep: Class 40 contains 1996 members 
Mstep: Class 41 contains 640 members 
Mstep: Class 42 contains 7891 members 
Mstep: Class 43 contains 3390 members 
Mstep: Class 44 contains 4115 members 
Mstep: Class 45 contains 17349 members 
Mstep: Class 46 contains 891 members 
Mstep: Class 47 contains 378 members 
Mstep: Class 48 contains 7898 members 
Mstep: Class 49 contains 826 members 
Mstep: Class 50 contains 1375 members 
Mstep: Class 51 contains 489 members 
Entering Unmasked Estep 
Score: -147482928.000000 Penalty: 176920.109375
Splitting cluster 41 changes total score from -147465840.000000 to -147482928.000000
So it's getting split into cluster 51.
Entering ConstructFrom: 
Trying to split cluster 42 (7891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Entering Unmasked Estep 
Score: -994461.625000 Penalty: 2225.422607
	Iteration 0F: 2 clusters Score -994461.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -988096.000000 Penalty: 4450.845215
	Iteration 0F: 3 clusters Score -988096 nChanged 3226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -989816.562500 Penalty: 4450.845215
	Iteration 1F: 3 clusters Score -989816.6 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -990163.687500 Penalty: 4450.845215
	Iteration 2F: 3 clusters Score -990163.7 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -990459.312500 Penalty: 4450.845215
	Iteration 3F: 3 clusters Score -990459.3 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -990740.812500 Penalty: 4450.845215
	Iteration 4Q: 3 clusters Score -990740.8 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -991063.875000 Penalty: 4450.845215
	Iteration 5Q: 3 clusters Score -991063.9 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -991509.062500 Penalty: 4450.845215
	Iteration 6F: 3 clusters Score -991509.1 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -992037.375000 Penalty: 4450.845215
	Iteration 7F: 3 clusters Score -992037.4 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -992482.875000 Penalty: 4450.845215
	Iteration 8F: 3 clusters Score -992482.9 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -992814.187500 Penalty: 4450.845215
	Iteration 9F: 3 clusters Score -992814.2 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -993074.812500 Penalty: 4450.845215
	Iteration 10Q: 3 clusters Score -993074.8 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -993300.125000 Penalty: 4450.845215
	Iteration 11Q: 3 clusters Score -993300.1 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -993515.812500 Penalty: 4450.845215
	Iteration 12Q: 3 clusters Score -993515.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -993741.250000 Penalty: 4450.845215
	Iteration 13Q: 3 clusters Score -993741.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -993928.375000 Penalty: 4450.845215
	Iteration 14Q: 3 clusters Score -993928.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -994100.187500 Penalty: 4450.845215
	Iteration 15Q: 3 clusters Score -994100.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -994240.875000 Penalty: 4450.845215
	Iteration 16Q: 3 clusters Score -994240.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -994344.687500 Penalty: 4450.845215
	Iteration 17Q: 3 clusters Score -994344.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -994432.437500 Penalty: 4450.845215
	Iteration 18Q: 3 clusters Score -994432.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -994511.375000 Penalty: 4450.845215
	Iteration 19Q: 3 clusters Score -994511.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -994578.437500 Penalty: 4450.845215
	Iteration 20F: 3 clusters Score -994578.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -994638.812500 Penalty: 4450.845215
	Iteration 21Q: 3 clusters Score -994638.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -994695.687500 Penalty: 4450.845215
	Iteration 22Q: 3 clusters Score -994695.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -994731.750000 Penalty: 4450.845215
	Iteration 23Q: 3 clusters Score -994731.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -994767.500000 Penalty: 4450.845215
	Iteration 24Q: 3 clusters Score -994767.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -994796.062500 Penalty: 4450.845215
	Iteration 25Q: 3 clusters Score -994796.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -994817.187500 Penalty: 4450.845215
	Iteration 26Q: 3 clusters Score -994817.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -994826.062500 Penalty: 4450.845215
	Iteration 27Q: 3 clusters Score -994826.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -994830.687500 Penalty: 4450.845215
	Iteration 28Q: 3 clusters Score -994830.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -994829.937500 Penalty: 4450.845215
	Iteration 29Q: 3 clusters Score -994829.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -994830.625000 Penalty: 4450.845215
	Iteration 30Q: 3 clusters Score -994830.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -994833.187500 Penalty: 4450.845215
	Iteration 31Q: 3 clusters Score -994833.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -994834.250000 Penalty: 4450.845215
	Iteration 32Q: 3 clusters Score -994834.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -994834.250000 Penalty: 4450.845215
	Iteration 33F: 3 clusters Score -994834.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 45456 members 
Mstep: Class 2 contains 4379 members 
Mstep: Class 3 contains 37092 members 
Mstep: Class 4 contains 2241 members 
Mstep: Class 5 contains 4162 members 
Mstep: Class 6 contains 10584 members 
Mstep: Class 7 contains 6519 members 
Mstep: Class 8 contains 4408 members 
Mstep: Class 9 contains 222545 members 
Mstep: Class 10 contains 27789 members 
Mstep: Class 11 contains 6386 members 
Mstep: Class 12 contains 53070 members 
Mstep: Class 13 contains 8831 members 
Mstep: Class 14 contains 23873 members 
Mstep: Class 15 contains 7838 members 
Mstep: Class 16 contains 23134 members 
Mstep: Class 17 contains 3772 members 
Mstep: Class 18 contains 1136 members 
Mstep: Class 19 contains 17466 members 
Mstep: Class 20 contains 2597 members 
Mstep: Class 21 contains 160766 members 
Mstep: Class 22 contains 181920 members 
Mstep: Class 23 contains 11028 members 
Mstep: Class 24 contains 6666 members 
Mstep: Class 25 contains 9488 members 
Mstep: Class 26 contains 63327 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 6315 members 
Mstep: Class 29 contains 12455 members 
Mstep: Class 30 contains 1757 members 
Mstep: Class 31 contains 56666 members 
Mstep: Class 32 contains 46724 members 
Mstep: Class 33 contains 13537 members 
Mstep: Class 34 contains 30368 members 
Mstep: Class 35 contains 8222 members 
Mstep: Class 36 contains 5309 members 
Mstep: Class 37 contains 7086 members 
Mstep: Class 38 contains 1345 members 
Mstep: Class 39 contains 4520 members 
Mstep: Class 40 contains 1996 members 
Mstep: Class 41 contains 640 members 
Mstep: Class 42 contains 1534 members 
Mstep: Class 43 contains 3390 members 
Mstep: Class 44 contains 4115 members 
Mstep: Class 45 contains 17349 members 
Mstep: Class 46 contains 891 members 
Mstep: Class 47 contains 378 members 
Mstep: Class 48 contains 7898 members 
Mstep: Class 49 contains 826 members 
Mstep: Class 50 contains 1375 members 
Mstep: Class 51 contains 489 members 
Mstep: Class 52 contains 6357 members 
Entering Unmasked Estep 
Score: -147482160.000000 Penalty: 180389.140625
Splitting cluster 42 changes total score from -147465840.000000 to -147482160.000000
So it's getting split into cluster 52.
Entering ConstructFrom: 
Trying to split cluster 43 (3390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Entering Unmasked Estep 
Score: -404896.968750 Penalty: 2015.889038
	Iteration 0F: 2 clusters Score -404897 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -401407.187500 Penalty: 4031.778076
	Iteration 0F: 3 clusters Score -401407.2 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -402364.000000 Penalty: 4031.778076
	Iteration 1F: 3 clusters Score -402364 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -402945.906250 Penalty: 4031.778076
	Iteration 2F: 3 clusters Score -402945.9 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -403522.000000 Penalty: 4031.778076
	Iteration 3F: 3 clusters Score -403522 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -404005.625000 Penalty: 4031.778076
	Iteration 4F: 3 clusters Score -404005.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -404327.968750 Penalty: 4031.778076
	Iteration 5F: 3 clusters Score -404328 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -404496.906250 Penalty: 4031.778076
	Iteration 6Q: 3 clusters Score -404496.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -404553.500000 Penalty: 4031.778076
	Iteration 7Q: 3 clusters Score -404553.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -404591.656250 Penalty: 4031.778076
	Iteration 8Q: 3 clusters Score -404591.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -404614.687500 Penalty: 4031.778076
	Iteration 9Q: 3 clusters Score -404614.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -404640.406250 Penalty: 4031.778076
	Iteration 10Q: 3 clusters Score -404640.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -404664.843750 Penalty: 4031.778076
	Iteration 11Q: 3 clusters Score -404664.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -404679.031250 Penalty: 4031.778076
	Iteration 12Q: 3 clusters Score -404679 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -404688.406250 Penalty: 4031.778076
	Iteration 13Q: 3 clusters Score -404688.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -404695.468750 Penalty: 4031.778076
	Iteration 14Q: 3 clusters Score -404695.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -404700.718750 Penalty: 4031.778076
	Iteration 15Q: 3 clusters Score -404700.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -404711.781250 Penalty: 4031.778076
	Iteration 16Q: 3 clusters Score -404711.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -404718.937500 Penalty: 4031.778076
	Iteration 17Q: 3 clusters Score -404718.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -404726.812500 Penalty: 4031.778076
	Iteration 18Q: 3 clusters Score -404726.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -404729.406250 Penalty: 4031.778076
	Iteration 19Q: 3 clusters Score -404729.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -404735.343750 Penalty: 4031.778076
	Iteration 20F: 3 clusters Score -404735.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -404738.437500 Penalty: 4031.778076
	Iteration 21Q: 3 clusters Score -404738.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -404745.093750 Penalty: 4031.778076
	Iteration 22Q: 3 clusters Score -404745.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -404750.468750 Penalty: 4031.778076
	Iteration 23Q: 3 clusters Score -404750.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -404756.625000 Penalty: 4031.778076
	Iteration 24Q: 3 clusters Score -404756.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -404759.281250 Penalty: 4031.778076
	Iteration 25Q: 3 clusters Score -404759.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -404762.906250 Penalty: 4031.778076
	Iteration 26Q: 3 clusters Score -404762.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -404767.781250 Penalty: 4031.778076
	Iteration 27Q: 3 clusters Score -404767.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -404772.375000 Penalty: 4031.778076
	Iteration 28Q: 3 clusters Score -404772.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -404779.531250 Penalty: 4031.778076
	Iteration 29Q: 3 clusters Score -404779.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -404784.000000 Penalty: 4031.778076
	Iteration 30Q: 3 clusters Score -404784 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -404787.656250 Penalty: 4031.778076
	Iteration 31Q: 3 clusters Score -404787.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -404790.593750 Penalty: 4031.778076
	Iteration 32Q: 3 clusters Score -404790.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -404790.781250 Penalty: 4031.778076
	Iteration 33Q: 3 clusters Score -404790.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -404791.437500 Penalty: 4031.778076
	Iteration 34Q: 3 clusters Score -404791.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -404791.437500 Penalty: 4031.778076
	Iteration 35F: 3 clusters Score -404791.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (4115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Entering Unmasked Estep 
Score: -569505.062500 Penalty: 2063.953857
	Iteration 0F: 2 clusters Score -569505.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -565924.125000 Penalty: 4127.907715
	Iteration 0F: 3 clusters Score -565924.1 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -571730.312500 Penalty: 4127.907715
	Iteration 1F: 3 clusters Score -571730.3 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -575620.250000 Penalty: 4127.907715
	Iteration 2F: 3 clusters Score -575620.2 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -577417.937500 Penalty: 4127.907715
	Iteration 3F: 3 clusters Score -577417.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -578352.937500 Penalty: 4127.907715
	Iteration 4Q: 3 clusters Score -578352.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -578996.875000 Penalty: 4127.907715
	Iteration 5Q: 3 clusters Score -578996.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -579174.625000 Penalty: 4127.907715
	Iteration 6Q: 3 clusters Score -579174.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -579229.062500 Penalty: 4127.907715
	Iteration 7Q: 3 clusters Score -579229.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -579266.437500 Penalty: 4127.907715
	Iteration 8Q: 3 clusters Score -579266.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -579285.250000 Penalty: 4127.907715
	Iteration 9Q: 3 clusters Score -579285.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -579316.250000 Penalty: 4127.907715
	Iteration 10Q: 3 clusters Score -579316.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -579349.062500 Penalty: 4127.907715
	Iteration 11Q: 3 clusters Score -579349.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -579366.812500 Penalty: 4127.907715
	Iteration 12Q: 3 clusters Score -579366.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -579367.125000 Penalty: 4127.907715
	Iteration 13Q: 3 clusters Score -579367.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -579376.500000 Penalty: 4127.907715
	Iteration 14Q: 3 clusters Score -579376.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -579371.562500 Penalty: 4127.907715
	Iteration 15Q: 3 clusters Score -579371.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -579373.125000 Penalty: 4127.907715
	Iteration 16Q: 3 clusters Score -579373.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -579374.812500 Penalty: 4127.907715
	Iteration 17Q: 3 clusters Score -579374.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -579396.000000 Penalty: 4127.907715
	Iteration 18F: 3 clusters Score -579396 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -579433.937500 Penalty: 4127.907715
	Iteration 19Q: 3 clusters Score -579433.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -579451.812500 Penalty: 4127.907715
	Iteration 20F: 3 clusters Score -579451.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -579458.750000 Penalty: 4127.907715
	Iteration 21Q: 3 clusters Score -579458.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -579458.750000 Penalty: 4127.907715
	Iteration 22Q: 3 clusters Score -579458.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -579457.625000 Penalty: 4127.907715
	Iteration 23Q: 3 clusters Score -579457.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -579464.937500 Penalty: 4127.907715
	Iteration 24Q: 3 clusters Score -579464.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -579460.000000 Penalty: 4127.907715
	Iteration 25Q: 3 clusters Score -579460 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -579463.187500 Penalty: 4127.907715
	Iteration 26Q: 3 clusters Score -579463.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -579465.312500 Penalty: 4127.907715
	Iteration 27Q: 3 clusters Score -579465.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -579466.375000 Penalty: 4127.907715
	Iteration 28Q: 3 clusters Score -579466.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -579466.562500 Penalty: 4127.907715
	Iteration 29Q: 3 clusters Score -579466.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -579467.875000 Penalty: 4127.907715
	Iteration 30Q: 3 clusters Score -579467.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -579465.937500 Penalty: 4127.907715
	Iteration 31Q: 3 clusters Score -579465.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -579471.687500 Penalty: 4127.907715
	Iteration 32Q: 3 clusters Score -579471.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -579470.750000 Penalty: 4127.907715
	Iteration 33Q: 3 clusters Score -579470.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -579473.000000 Penalty: 4127.907715
	Iteration 34Q: 3 clusters Score -579473 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -579478.312500 Penalty: 4127.907715
	Iteration 35Q: 3 clusters Score -579478.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -579486.500000 Penalty: 4127.907715
	Iteration 36Q: 3 clusters Score -579486.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -579486.750000 Penalty: 4127.907715
	Iteration 37Q: 3 clusters Score -579486.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -579486.750000 Penalty: 4127.907715
	Iteration 38F: 3 clusters Score -579486.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 45456 members 
Mstep: Class 2 contains 4379 members 
Mstep: Class 3 contains 37092 members 
Mstep: Class 4 contains 2241 members 
Mstep: Class 5 contains 4162 members 
Mstep: Class 6 contains 10584 members 
Mstep: Class 7 contains 6519 members 
Mstep: Class 8 contains 4408 members 
Mstep: Class 9 contains 222545 members 
Mstep: Class 10 contains 27789 members 
Mstep: Class 11 contains 6386 members 
Mstep: Class 12 contains 53070 members 
Mstep: Class 13 contains 8831 members 
Mstep: Class 14 contains 23873 members 
Mstep: Class 15 contains 7838 members 
Mstep: Class 16 contains 23134 members 
Mstep: Class 17 contains 3772 members 
Mstep: Class 18 contains 1136 members 
Mstep: Class 19 contains 17466 members 
Mstep: Class 20 contains 2597 members 
Mstep: Class 21 contains 160766 members 
Mstep: Class 22 contains 181920 members 
Mstep: Class 23 contains 11028 members 
Mstep: Class 24 contains 6666 members 
Mstep: Class 25 contains 9488 members 
Mstep: Class 26 contains 63327 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 6315 members 
Mstep: Class 29 contains 12455 members 
Mstep: Class 30 contains 1757 members 
Mstep: Class 31 contains 56666 members 
Mstep: Class 32 contains 46724 members 
Mstep: Class 33 contains 13537 members 
Mstep: Class 34 contains 30368 members 
Mstep: Class 35 contains 8222 members 
Mstep: Class 36 contains 5309 members 
Mstep: Class 37 contains 7086 members 
Mstep: Class 38 contains 1345 members 
Mstep: Class 39 contains 4520 members 
Mstep: Class 40 contains 1996 members 
Mstep: Class 41 contains 640 members 
Mstep: Class 42 contains 1534 members 
Mstep: Class 43 contains 3390 members 
Mstep: Class 44 contains 2396 members 
Mstep: Class 45 contains 17349 members 
Mstep: Class 46 contains 891 members 
Mstep: Class 47 contains 378 members 
Mstep: Class 48 contains 7898 members 
Mstep: Class 49 contains 826 members 
Mstep: Class 50 contains 1375 members 
Mstep: Class 51 contains 489 members 
Mstep: Class 52 contains 6357 members 
Mstep: Class 53 contains 1719 members 
Entering Unmasked Estep 
Score: -147491360.000000 Penalty: 183858.156250
Splitting cluster 44 changes total score from -147465840.000000 to -147491360.000000
So it's getting split into cluster 53.
Entering ConstructFrom: 
Trying to split cluster 45 (17349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17349 members 
Entering Unmasked Estep 
Score: -2213989.000000 Penalty: 2420.800049
	Iteration 0F: 2 clusters Score -2213989 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
Score: -2201625.250000 Penalty: 4841.600098
	Iteration 0F: 3 clusters Score -2201625 nChanged 7464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -2205651.250000 Penalty: 4841.600098
	Iteration 1F: 3 clusters Score -2205651 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -2206100.250000 Penalty: 4841.600098
	Iteration 2F: 3 clusters Score -2206100 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 9482 members 
Entering Unmasked Estep 
Score: -2206462.250000 Penalty: 4841.600098
	Iteration 3F: 3 clusters Score -2206462 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 9838 members 
Entering Unmasked Estep 
Score: -2206797.750000 Penalty: 4841.600098
	Iteration 4Q: 3 clusters Score -2206798 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 10266 members 
Entering Unmasked Estep 
Score: -2207131.000000 Penalty: 4841.600098
	Iteration 5Q: 3 clusters Score -2207131 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 10809 members 
Entering Unmasked Estep 
Score: -2207534.000000 Penalty: 4841.600098
	Iteration 6Q: 3 clusters Score -2207534 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 11422 members 
Entering Unmasked Estep 
Score: -2207980.750000 Penalty: 4841.600098
	Iteration 7Q: 3 clusters Score -2207981 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 12169 members 
Entering Unmasked Estep 
Score: -2208548.000000 Penalty: 4841.600098
	Iteration 8F: 3 clusters Score -2208548 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 12959 members 
Entering Unmasked Estep 
Score: -2209202.000000 Penalty: 4841.600098
	Iteration 9F: 3 clusters Score -2209202 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 13704 members 
Entering Unmasked Estep 
Score: -2209890.250000 Penalty: 4841.600098
	Iteration 10Q: 3 clusters Score -2209890 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 14322 members 
Entering Unmasked Estep 
Score: -2210495.000000 Penalty: 4841.600098
	Iteration 11Q: 3 clusters Score -2210495 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 14817 members 
Entering Unmasked Estep 
Score: -2210997.750000 Penalty: 4841.600098
	Iteration 12Q: 3 clusters Score -2210998 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 15160 members 
Entering Unmasked Estep 
Score: -2211337.250000 Penalty: 4841.600098
	Iteration 13Q: 3 clusters Score -2211337 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 15405 members 
Entering Unmasked Estep 
Score: -2211571.750000 Penalty: 4841.600098
	Iteration 14Q: 3 clusters Score -2211572 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 15576 members 
Entering Unmasked Estep 
Score: -2211745.250000 Penalty: 4841.600098
	Iteration 15Q: 3 clusters Score -2211745 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 15707 members 
Entering Unmasked Estep 
Score: -2211857.000000 Penalty: 4841.600098
	Iteration 16Q: 3 clusters Score -2211857 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 15807 members 
Entering Unmasked Estep 
Score: -2211949.500000 Penalty: 4841.600098
	Iteration 17Q: 3 clusters Score -2211950 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 15889 members 
Entering Unmasked Estep 
Score: -2212015.000000 Penalty: 4841.600098
	Iteration 18Q: 3 clusters Score -2212015 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 15947 members 
Entering Unmasked Estep 
Score: -2212061.500000 Penalty: 4841.600098
	Iteration 19Q: 3 clusters Score -2212062 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 16003 members 
Entering Unmasked Estep 
Score: -2212101.250000 Penalty: 4841.600098
	Iteration 20F: 3 clusters Score -2212101 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 16041 members 
Entering Unmasked Estep 
Score: -2212123.250000 Penalty: 4841.600098
	Iteration 21Q: 3 clusters Score -2212123 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 16065 members 
Entering Unmasked Estep 
Score: -2212127.500000 Penalty: 4841.600098
	Iteration 22Q: 3 clusters Score -2212128 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 16083 members 
Entering Unmasked Estep 
Score: -2212132.000000 Penalty: 4841.600098
	Iteration 23Q: 3 clusters Score -2212132 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 16102 members 
Entering Unmasked Estep 
Score: -2212140.750000 Penalty: 4841.600098
	Iteration 24Q: 3 clusters Score -2212141 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 16120 members 
Entering Unmasked Estep 
Score: -2212147.500000 Penalty: 4841.600098
	Iteration 25Q: 3 clusters Score -2212148 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 16129 members 
Entering Unmasked Estep 
Score: -2212154.250000 Penalty: 4841.600098
	Iteration 26Q: 3 clusters Score -2212154 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 16143 members 
Entering Unmasked Estep 
Score: -2212154.750000 Penalty: 4841.600098
	Iteration 27Q: 3 clusters Score -2212155 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 16157 members 
Entering Unmasked Estep 
Score: -2212166.000000 Penalty: 4841.600098
	Iteration 28Q: 3 clusters Score -2212166 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 16170 members 
Entering Unmasked Estep 
Score: -2212172.750000 Penalty: 4841.600098
	Iteration 29Q: 3 clusters Score -2212173 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 16183 members 
Entering Unmasked Estep 
Score: -2212180.250000 Penalty: 4841.600098
	Iteration 30Q: 3 clusters Score -2212180 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 16190 members 
Entering Unmasked Estep 
Score: -2212185.750000 Penalty: 4841.600098
	Iteration 31Q: 3 clusters Score -2212186 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 16194 members 
Entering Unmasked Estep 
Score: -2212190.750000 Penalty: 4841.600098
	Iteration 32Q: 3 clusters Score -2212191 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 16199 members 
Entering Unmasked Estep 
Score: -2212195.250000 Penalty: 4841.600098
	Iteration 33Q: 3 clusters Score -2212195 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 16202 members 
Entering Unmasked Estep 
Score: -2212196.250000 Penalty: 4841.600098
	Iteration 34Q: 3 clusters Score -2212196 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 16207 members 
Entering Unmasked Estep 
Score: -2212195.750000 Penalty: 4841.600098
	Iteration 35Q: 3 clusters Score -2212196 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 16211 members 
Entering Unmasked Estep 
Score: -2212200.000000 Penalty: 4841.600098
	Iteration 36Q: 3 clusters Score -2212200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 16214 members 
Entering Unmasked Estep 
Score: -2212197.500000 Penalty: 4841.600098
	Iteration 37Q: 3 clusters Score -2212198 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 16215 members 
Entering Unmasked Estep 
Score: -2212200.500000 Penalty: 4841.600098
	Iteration 38Q: 3 clusters Score -2212200 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 16215 members 
Entering Unmasked Estep 
Score: -2212200.500000 Penalty: 4841.600098
	Iteration 39F: 3 clusters Score -2212200 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 45456 members 
Mstep: Class 2 contains 4379 members 
Mstep: Class 3 contains 37092 members 
Mstep: Class 4 contains 2241 members 
Mstep: Class 5 contains 4162 members 
Mstep: Class 6 contains 10584 members 
Mstep: Class 7 contains 6519 members 
Mstep: Class 8 contains 4408 members 
Mstep: Class 9 contains 222545 members 
Mstep: Class 10 contains 27789 members 
Mstep: Class 11 contains 6386 members 
Mstep: Class 12 contains 53070 members 
Mstep: Class 13 contains 8831 members 
Mstep: Class 14 contains 23873 members 
Mstep: Class 15 contains 7838 members 
Mstep: Class 16 contains 23134 members 
Mstep: Class 17 contains 3772 members 
Mstep: Class 18 contains 1136 members 
Mstep: Class 19 contains 17466 members 
Mstep: Class 20 contains 2597 members 
Mstep: Class 21 contains 160766 members 
Mstep: Class 22 contains 181920 members 
Mstep: Class 23 contains 11028 members 
Mstep: Class 24 contains 6666 members 
Mstep: Class 25 contains 9488 members 
Mstep: Class 26 contains 63327 members 
Mstep: Class 27 contains 141 members 
Mstep: Class 28 contains 6315 members 
Mstep: Class 29 contains 12455 members 
Mstep: Class 30 contains 1757 members 
Mstep: Class 31 contains 56666 members 
Mstep: Class 32 contains 46724 members 
Mstep: Class 33 contains 13537 members 
Mstep: Class 34 contains 30368 members 
Mstep: Class 35 contains 8222 members 
Mstep: Class 36 contains 5309 members 
Mstep: Class 37 contains 7086 members 
Mstep: Class 38 contains 1345 members 
Mstep: Class 39 contains 4520 members 
Mstep: Class 40 contains 1996 members 
Mstep: Class 41 contains 640 members 
Mstep: Class 42 contains 1534 members 
Mstep: Class 43 contains 3390 members 
Mstep: Class 44 contains 2396 members 
Mstep: Class 45 contains 17349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147493712.000000 Penalty: 183858.156250
Iteration 119Q: 54 clusters Score -1.474937e+08 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 45423 members 
Mstep: Class 2 contains 4410 members 
Mstep: Class 3 contains 37058 members 
Mstep: Class 4 contains 2242 members 
Mstep: Class 5 contains 4161 members 
Mstep: Class 6 contains 10561 members 
Mstep: Class 7 contains 6518 members 
Mstep: Class 8 contains 4406 members 
Mstep: Class 9 contains 222543 members 
Mstep: Class 10 contains 27804 members 
Mstep: Class 11 contains 6362 members 
Mstep: Class 12 contains 53065 members 
Mstep: Class 13 contains 8842 members 
Mstep: Class 14 contains 23871 members 
Mstep: Class 15 contains 7821 members 
Mstep: Class 16 contains 23132 members 
Mstep: Class 17 contains 3772 members 
Mstep: Class 18 contains 1227 members 
Mstep: Class 19 contains 17509 members 
Mstep: Class 20 contains 2596 members 
Mstep: Class 21 contains 160797 members 
Mstep: Class 22 contains 181936 members 
Mstep: Class 23 contains 11027 members 
Mstep: Class 24 contains 6706 members 
Mstep: Class 25 contains 9489 members 
Mstep: Class 26 contains 63407 members 
Mstep: Class 27 contains 142 members 
Mstep: Class 28 contains 6342 members 
Mstep: Class 29 contains 12487 members 
Mstep: Class 30 contains 1770 members 
Mstep: Class 31 contains 56641 members 
Mstep: Class 32 contains 46621 members 
Mstep: Class 33 contains 13532 members 
Mstep: Class 34 contains 30374 members 
Mstep: Class 35 contains 8249 members 
Mstep: Class 36 contains 5316 members 
Mstep: Class 37 contains 7078 members 
Mstep: Class 38 contains 1341 members 
Mstep: Class 39 contains 4518 members 
Mstep: Class 40 contains 2060 members 
Mstep: Class 41 contains 681 members 
Mstep: Class 42 contains 1661 members 
Mstep: Class 43 contains 3428 members 
Mstep: Class 44 contains 2587 members 
Mstep: Class 45 contains 17359 members 
Mstep: Class 46 contains 946 members 
Mstep: Class 47 contains 365 members 
Mstep: Class 48 contains 7589 members 
Mstep: Class 49 contains 819 members 
Mstep: Class 50 contains 1353 members 
Mstep: Class 51 contains 487 members 
Mstep: Class 52 contains 6035 members 
Mstep: Class 53 contains 1690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147495824.000000 Penalty: 183858.156250
Iteration 120F: 54 clusters Score -1.474958e+08 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 45395 members 
Mstep: Class 2 contains 4418 members 
Mstep: Class 3 contains 37021 members 
Mstep: Class 4 contains 2237 members 
Mstep: Class 5 contains 4158 members 
Mstep: Class 6 contains 10536 members 
Mstep: Class 7 contains 6518 members 
Mstep: Class 8 contains 4406 members 
Mstep: Class 9 contains 222537 members 
Mstep: Class 10 contains 27747 members 
Mstep: Class 11 contains 6325 members 
Mstep: Class 12 contains 52883 members 
Mstep: Class 13 contains 8776 members 
Mstep: Class 14 contains 23865 members 
Mstep: Class 15 contains 7815 members 
Mstep: Class 16 contains 23127 members 
Mstep: Class 17 contains 3767 members 
Mstep: Class 18 contains 1250 members 
Mstep: Class 19 contains 17459 members 
Mstep: Class 20 contains 2597 members 
Mstep: Class 21 contains 160830 members 
Mstep: Class 22 contains 181944 members 
Mstep: Class 23 contains 11027 members 
Mstep: Class 24 contains 6767 members 
Mstep: Class 25 contains 9490 members 
Mstep: Class 26 contains 63317 members 
Mstep: Class 27 contains 144 members 
Mstep: Class 28 contains 6306 members 
Mstep: Class 29 contains 12499 members 
Mstep: Class 30 contains 1767 members 
Mstep: Class 31 contains 56628 members 
Mstep: Class 32 contains 46502 members 
Mstep: Class 33 contains 13516 members 
Mstep: Class 34 contains 30383 members 
Mstep: Class 35 contains 8255 members 
Mstep: Class 36 contains 5312 members 
Mstep: Class 37 contains 7086 members 
Mstep: Class 38 contains 1317 members 
Mstep: Class 39 contains 4519 members 
Mstep: Class 40 contains 2091 members 
Mstep: Class 41 contains 717 members 
Mstep: Class 42 contains 1731 members 
Mstep: Class 43 contains 3487 members 
Mstep: Class 44 contains 2624 members 
Mstep: Class 45 contains 17369 members 
Mstep: Class 46 contains 980 members 
Mstep: Class 47 contains 362 members 
Mstep: Class 48 contains 7534 members 
Mstep: Class 49 contains 816 members 
Mstep: Class 50 contains 1432 members 
Mstep: Class 51 contains 519 members 
Mstep: Class 52 contains 6397 members 
Mstep: Class 53 contains 1685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147497168.000000 Penalty: 183858.156250
Iteration 121Q: 54 clusters Score -1.474972e+08 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 45367 members 
Mstep: Class 2 contains 4427 members 
Mstep: Class 3 contains 36973 members 
Mstep: Class 4 contains 2228 members 
Mstep: Class 5 contains 4157 members 
Mstep: Class 6 contains 10523 members 
Mstep: Class 7 contains 6520 members 
Mstep: Class 8 contains 4404 members 
Mstep: Class 9 contains 222526 members 
Mstep: Class 10 contains 27693 members 
Mstep: Class 11 contains 6324 members 
Mstep: Class 12 contains 52728 members 
Mstep: Class 13 contains 8730 members 
Mstep: Class 14 contains 23862 members 
Mstep: Class 15 contains 7817 members 
Mstep: Class 16 contains 23120 members 
Mstep: Class 17 contains 3769 members 
Mstep: Class 18 contains 1262 members 
Mstep: Class 19 contains 17452 members 
Mstep: Class 20 contains 2595 members 
Mstep: Class 21 contains 160891 members 
Mstep: Class 22 contains 181947 members 
Mstep: Class 23 contains 11030 members 
Mstep: Class 24 contains 6857 members 
Mstep: Class 25 contains 9489 members 
Mstep: Class 26 contains 63241 members 
Mstep: Class 27 contains 146 members 
Mstep: Class 28 contains 6292 members 
Mstep: Class 29 contains 12542 members 
Mstep: Class 30 contains 1763 members 
Mstep: Class 31 contains 56639 members 
Mstep: Class 32 contains 46336 members 
Mstep: Class 33 contains 13510 members 
Mstep: Class 34 contains 30383 members 
Mstep: Class 35 contains 8261 members 
Mstep: Class 36 contains 5313 members 
Mstep: Class 37 contains 7095 members 
Mstep: Class 38 contains 1305 members 
Mstep: Class 39 contains 4520 members 
Mstep: Class 40 contains 2119 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 1772 members 
Mstep: Class 43 contains 3527 members 
Mstep: Class 44 contains 2651 members 
Mstep: Class 45 contains 17380 members 
Mstep: Class 46 contains 1010 members 
Mstep: Class 47 contains 358 members 
Mstep: Class 48 contains 7489 members 
Mstep: Class 49 contains 812 members 
Mstep: Class 50 contains 1456 members 
Mstep: Class 51 contains 522 members 
Mstep: Class 52 contains 6660 members 
Mstep: Class 53 contains 1682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147497760.000000 Penalty: 183858.156250
Iteration 122Q: 54 clusters Score -1.474978e+08 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 45338 members 
Mstep: Class 2 contains 4431 members 
Mstep: Class 3 contains 36933 members 
Mstep: Class 4 contains 2233 members 
Mstep: Class 5 contains 4156 members 
Mstep: Class 6 contains 10508 members 
Mstep: Class 7 contains 6519 members 
Mstep: Class 8 contains 4404 members 
Mstep: Class 9 contains 222517 members 
Mstep: Class 10 contains 27650 members 
Mstep: Class 11 contains 6323 members 
Mstep: Class 12 contains 52604 members 
Mstep: Class 13 contains 8686 members 
Mstep: Class 14 contains 23858 members 
Mstep: Class 15 contains 7808 members 
Mstep: Class 16 contains 23113 members 
Mstep: Class 17 contains 3766 members 
Mstep: Class 18 contains 1268 members 
Mstep: Class 19 contains 17465 members 
Mstep: Class 20 contains 2594 members 
Mstep: Class 21 contains 160981 members 
Mstep: Class 22 contains 181956 members 
Mstep: Class 23 contains 11035 members 
Mstep: Class 24 contains 6939 members 
Mstep: Class 25 contains 9490 members 
Mstep: Class 26 contains 63195 members 
Mstep: Class 27 contains 147 members 
Mstep: Class 28 contains 6272 members 
Mstep: Class 29 contains 12589 members 
Mstep: Class 30 contains 1760 members 
Mstep: Class 31 contains 56629 members 
Mstep: Class 32 contains 46180 members 
Mstep: Class 33 contains 13496 members 
Mstep: Class 34 contains 30388 members 
Mstep: Class 35 contains 8272 members 
Mstep: Class 36 contains 5316 members 
Mstep: Class 37 contains 7099 members 
Mstep: Class 38 contains 1295 members 
Mstep: Class 39 contains 4528 members 
Mstep: Class 40 contains 2126 members 
Mstep: Class 41 contains 718 members 
Mstep: Class 42 contains 1791 members 
Mstep: Class 43 contains 3554 members 
Mstep: Class 44 contains 2664 members 
Mstep: Class 45 contains 17394 members 
Mstep: Class 46 contains 1037 members 
Mstep: Class 47 contains 356 members 
Mstep: Class 48 contains 7462 members 
Mstep: Class 49 contains 808 members 
Mstep: Class 50 contains 1470 members 
Mstep: Class 51 contains 523 members 
Mstep: Class 52 contains 6868 members 
Mstep: Class 53 contains 1681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147498000.000000 Penalty: 183858.156250
Iteration 123Q: 54 clusters Score -1.47498e+08 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 45311 members 
Mstep: Class 2 contains 4441 members 
Mstep: Class 3 contains 36899 members 
Mstep: Class 4 contains 2230 members 
Mstep: Class 5 contains 4155 members 
Mstep: Class 6 contains 10493 members 
Mstep: Class 7 contains 6517 members 
Mstep: Class 8 contains 4403 members 
Mstep: Class 9 contains 222510 members 
Mstep: Class 10 contains 27614 members 
Mstep: Class 11 contains 6321 members 
Mstep: Class 12 contains 52500 members 
Mstep: Class 13 contains 8656 members 
Mstep: Class 14 contains 23852 members 
Mstep: Class 15 contains 7802 members 
Mstep: Class 16 contains 23112 members 
Mstep: Class 17 contains 3764 members 
Mstep: Class 18 contains 1277 members 
Mstep: Class 19 contains 17473 members 
Mstep: Class 20 contains 2594 members 
Mstep: Class 21 contains 161045 members 
Mstep: Class 22 contains 181959 members 
Mstep: Class 23 contains 11036 members 
Mstep: Class 24 contains 7040 members 
Mstep: Class 25 contains 9488 members 
Mstep: Class 26 contains 63167 members 
Mstep: Class 27 contains 147 members 
Mstep: Class 28 contains 6257 members 
Mstep: Class 29 contains 12632 members 
Mstep: Class 30 contains 1763 members 
Mstep: Class 31 contains 56609 members 
Mstep: Class 32 contains 46061 members 
Mstep: Class 33 contains 13488 members 
Mstep: Class 34 contains 30386 members 
Mstep: Class 35 contains 8276 members 
Mstep: Class 36 contains 5317 members 
Mstep: Class 37 contains 7107 members 
Mstep: Class 38 contains 1288 members 
Mstep: Class 39 contains 4530 members 
Mstep: Class 40 contains 2134 members 
Mstep: Class 41 contains 719 members 
Mstep: Class 42 contains 1801 members 
Mstep: Class 43 contains 3568 members 
Mstep: Class 44 contains 2669 members 
Mstep: Class 45 contains 17411 members 
Mstep: Class 46 contains 1065 members 
Mstep: Class 47 contains 354 members 
Mstep: Class 48 contains 7431 members 
Mstep: Class 49 contains 799 members 
Mstep: Class 50 contains 1479 members 
Mstep: Class 51 contains 524 members 
Mstep: Class 52 contains 7034 members 
Mstep: Class 53 contains 1685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147498432.000000 Penalty: 183858.156250
Iteration 124Q: 54 clusters Score -1.474984e+08 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 45280 members 
Mstep: Class 2 contains 4448 members 
Mstep: Class 3 contains 36866 members 
Mstep: Class 4 contains 2236 members 
Mstep: Class 5 contains 4155 members 
Mstep: Class 6 contains 10478 members 
Mstep: Class 7 contains 6517 members 
Mstep: Class 8 contains 4403 members 
Mstep: Class 9 contains 222494 members 
Mstep: Class 10 contains 27591 members 
Mstep: Class 11 contains 6319 members 
Mstep: Class 12 contains 52409 members 
Mstep: Class 13 contains 8624 members 
Mstep: Class 14 contains 23851 members 
Mstep: Class 15 contains 7797 members 
Mstep: Class 16 contains 23110 members 
Mstep: Class 17 contains 3759 members 
Mstep: Class 18 contains 1282 members 
Mstep: Class 19 contains 17482 members 
Mstep: Class 20 contains 2593 members 
Mstep: Class 21 contains 161130 members 
Mstep: Class 22 contains 181944 members 
Mstep: Class 23 contains 11039 members 
Mstep: Class 24 contains 7118 members 
Mstep: Class 25 contains 9488 members 
Mstep: Class 26 contains 63141 members 
Mstep: Class 27 contains 147 members 
Mstep: Class 28 contains 6240 members 
Mstep: Class 29 contains 12674 members 
Mstep: Class 30 contains 1760 members 
Mstep: Class 31 contains 56592 members 
Mstep: Class 32 contains 45940 members 
Mstep: Class 33 contains 13487 members 
Mstep: Class 34 contains 30388 members 
Mstep: Class 35 contains 8278 members 
Mstep: Class 36 contains 5319 members 
Mstep: Class 37 contains 7120 members 
Mstep: Class 38 contains 1283 members 
Mstep: Class 39 contains 4533 members 
Mstep: Class 40 contains 2141 members 
Mstep: Class 41 contains 719 members 
Mstep: Class 42 contains 1809 members 
Mstep: Class 43 contains 3582 members 
Mstep: Class 44 contains 2677 members 
Mstep: Class 45 contains 17419 members 
Mstep: Class 46 contains 1081 members 
Mstep: Class 47 contains 355 members 
Mstep: Class 48 contains 7405 members 
Mstep: Class 49 contains 800 members 
Mstep: Class 50 contains 1482 members 
Mstep: Class 51 contains 525 members 
Mstep: Class 52 contains 7196 members 
Mstep: Class 53 contains 1687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147498592.000000 Penalty: 183858.156250
Iteration 125Q: 54 clusters Score -1.474986e+08 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 45247 members 
Mstep: Class 2 contains 4457 members 
Mstep: Class 3 contains 36844 members 
Mstep: Class 4 contains 2234 members 
Mstep: Class 5 contains 4155 members 
Mstep: Class 6 contains 10468 members 
Mstep: Class 7 contains 6521 members 
Mstep: Class 8 contains 4402 members 
Mstep: Class 9 contains 222482 members 
Mstep: Class 10 contains 27568 members 
Mstep: Class 11 contains 6322 members 
Mstep: Class 12 contains 52315 members 
Mstep: Class 13 contains 8588 members 
Mstep: Class 14 contains 23846 members 
Mstep: Class 15 contains 7791 members 
Mstep: Class 16 contains 23111 members 
Mstep: Class 17 contains 3763 members 
Mstep: Class 18 contains 1283 members 
Mstep: Class 19 contains 17497 members 
Mstep: Class 20 contains 2596 members 
Mstep: Class 21 contains 161181 members 
Mstep: Class 22 contains 181932 members 
Mstep: Class 23 contains 11045 members 
Mstep: Class 24 contains 7204 members 
Mstep: Class 25 contains 9491 members 
Mstep: Class 26 contains 63105 members 
Mstep: Class 27 contains 149 members 
Mstep: Class 28 contains 6223 members 
Mstep: Class 29 contains 12707 members 
Mstep: Class 30 contains 1759 members 
Mstep: Class 31 contains 56569 members 
Mstep: Class 32 contains 45847 members 
Mstep: Class 33 contains 13481 members 
Mstep: Class 34 contains 30380 members 
Mstep: Class 35 contains 8277 members 
Mstep: Class 36 contains 5327 members 
Mstep: Class 37 contains 7128 members 
Mstep: Class 38 contains 1284 members 
Mstep: Class 39 contains 4534 members 
Mstep: Class 40 contains 2152 members 
Mstep: Class 41 contains 719 members 
Mstep: Class 42 contains 1811 members 
Mstep: Class 43 contains 3588 members 
Mstep: Class 44 contains 2676 members 
Mstep: Class 45 contains 17430 members 
Mstep: Class 46 contains 1087 members 
Mstep: Class 47 contains 353 members 
Mstep: Class 48 contains 7399 members 
Mstep: Class 49 contains 799 members 
Mstep: Class 50 contains 1486 members 
Mstep: Class 51 contains 525 members 
Mstep: Class 52 contains 7367 members 
Mstep: Class 53 contains 1688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147498704.000000 Penalty: 183858.156250
Iteration 126Q: 54 clusters Score -1.474987e+08 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 45219 members 
Mstep: Class 2 contains 4452 members 
Mstep: Class 3 contains 36823 members 
Mstep: Class 4 contains 2233 members 
Mstep: Class 5 contains 4155 members 
Mstep: Class 6 contains 10457 members 
Mstep: Class 7 contains 6523 members 
Mstep: Class 8 contains 4401 members 
Mstep: Class 9 contains 222475 members 
Mstep: Class 10 contains 27549 members 
Mstep: Class 11 contains 6322 members 
Mstep: Class 12 contains 52197 members 
Mstep: Class 13 contains 8552 members 
Mstep: Class 14 contains 23845 members 
Mstep: Class 15 contains 7791 members 
Mstep: Class 16 contains 23108 members 
Mstep: Class 17 contains 3768 members 
Mstep: Class 18 contains 1290 members 
Mstep: Class 19 contains 17516 members 
Mstep: Class 20 contains 2593 members 
Mstep: Class 21 contains 161232 members 
Mstep: Class 22 contains 181932 members 
Mstep: Class 23 contains 11047 members 
Mstep: Class 24 contains 7287 members 
Mstep: Class 25 contains 9496 members 
Mstep: Class 26 contains 63069 members 
Mstep: Class 27 contains 151 members 
Mstep: Class 28 contains 6203 members 
Mstep: Class 29 contains 12751 members 
Mstep: Class 30 contains 1766 members 
Mstep: Class 31 contains 56547 members 
Mstep: Class 32 contains 45757 members 
Mstep: Class 33 contains 13482 members 
Mstep: Class 34 contains 30380 members 
Mstep: Class 35 contains 8283 members 
Mstep: Class 36 contains 5335 members 
Mstep: Class 37 contains 7132 members 
Mstep: Class 38 contains 1281 members 
Mstep: Class 39 contains 4530 members 
Mstep: Class 40 contains 2159 members 
Mstep: Class 41 contains 719 members 
Mstep: Class 42 contains 1816 members 
Mstep: Class 43 contains 3593 members 
Mstep: Class 44 contains 2679 members 
Mstep: Class 45 contains 17443 members 
Mstep: Class 46 contains 1095 members 
Mstep: Class 47 contains 351 members 
Mstep: Class 48 contains 7377 members 
Mstep: Class 49 contains 799 members 
Mstep: Class 50 contains 1485 members 
Mstep: Class 51 contains 525 members 
Mstep: Class 52 contains 7534 members 
Mstep: Class 53 contains 1688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147499008.000000 Penalty: 183858.156250
Iteration 127Q: 54 clusters Score -1.47499e+08 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 45188 members 
Mstep: Class 2 contains 4455 members 
Mstep: Class 3 contains 36795 members 
Mstep: Class 4 contains 2232 members 
Mstep: Class 5 contains 4155 members 
Mstep: Class 6 contains 10451 members 
Mstep: Class 7 contains 6523 members 
Mstep: Class 8 contains 4402 members 
Mstep: Class 9 contains 222474 members 
Mstep: Class 10 contains 27534 members 
Mstep: Class 11 contains 6322 members 
Mstep: Class 12 contains 52074 members 
Mstep: Class 13 contains 8532 members 
Mstep: Class 14 contains 23840 members 
Mstep: Class 15 contains 7800 members 
Mstep: Class 16 contains 23107 members 
Mstep: Class 17 contains 3768 members 
Mstep: Class 18 contains 1296 members 
Mstep: Class 19 contains 17539 members 
Mstep: Class 20 contains 2593 members 
Mstep: Class 21 contains 161276 members 
Mstep: Class 22 contains 181921 members 
Mstep: Class 23 contains 11048 members 
Mstep: Class 24 contains 7353 members 
Mstep: Class 25 contains 9495 members 
Mstep: Class 26 contains 63035 members 
Mstep: Class 27 contains 151 members 
Mstep: Class 28 contains 6187 members 
Mstep: Class 29 contains 12782 members 
Mstep: Class 30 contains 1772 members 
Mstep: Class 31 contains 56544 members 
Mstep: Class 32 contains 45692 members 
Mstep: Class 33 contains 13486 members 
Mstep: Class 34 contains 30377 members 
Mstep: Class 35 contains 8286 members 
Mstep: Class 36 contains 5345 members 
Mstep: Class 37 contains 7113 members 
Mstep: Class 38 contains 1281 members 
Mstep: Class 39 contains 4529 members 
Mstep: Class 40 contains 2164 members 
Mstep: Class 41 contains 719 members 
Mstep: Class 42 contains 1819 members 
Mstep: Class 43 contains 3599 members 
Mstep: Class 44 contains 2677 members 
Mstep: Class 45 contains 17456 members 
Mstep: Class 46 contains 1102 members 
Mstep: Class 47 contains 351 members 
Mstep: Class 48 contains 7359 members 
Mstep: Class 49 contains 800 members 
Mstep: Class 50 contains 1485 members 
Mstep: Class 51 contains 525 members 
Mstep: Class 52 contains 7696 members 
Mstep: Class 53 contains 1688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147498848.000000 Penalty: 183858.156250
Iteration 128Q: 54 clusters Score -1.474988e+08 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 45168 members 
Mstep: Class 2 contains 4453 members 
Mstep: Class 3 contains 36786 members 
Mstep: Class 4 contains 2230 members 
Mstep: Class 5 contains 4155 members 
Mstep: Class 6 contains 10442 members 
Mstep: Class 7 contains 6522 members 
Mstep: Class 8 contains 4401 members 
Mstep: Class 9 contains 222462 members 
Mstep: Class 10 contains 27518 members 
Mstep: Class 11 contains 6321 members 
Mstep: Class 12 contains 51940 members 
Mstep: Class 13 contains 8512 members 
Mstep: Class 14 contains 23836 members 
Mstep: Class 15 contains 7811 members 
Mstep: Class 16 contains 23102 members 
Mstep: Class 17 contains 3769 members 
Mstep: Class 18 contains 1296 members 
Mstep: Class 19 contains 17551 members 
Mstep: Class 20 contains 2593 members 
Mstep: Class 21 contains 161326 members 
Mstep: Class 22 contains 181914 members 
Mstep: Class 23 contains 11046 members 
Mstep: Class 24 contains 7433 members 
Mstep: Class 25 contains 9492 members 
Mstep: Class 26 contains 63019 members 
Mstep: Class 27 contains 151 members 
Mstep: Class 28 contains 6172 members 
Mstep: Class 29 contains 12812 members 
Mstep: Class 30 contains 1771 members 
Mstep: Class 31 contains 56535 members 
Mstep: Class 32 contains 45632 members 
Mstep: Class 33 contains 13483 members 
Mstep: Class 34 contains 30384 members 
Mstep: Class 35 contains 8297 members 
Mstep: Class 36 contains 5353 members 
Mstep: Class 37 contains 7079 members 
Mstep: Class 38 contains 1281 members 
Mstep: Class 39 contains 4529 members 
Mstep: Class 40 contains 2164 members 
Mstep: Class 41 contains 719 members 
Mstep: Class 42 contains 1824 members 
Mstep: Class 43 contains 3607 members 
Mstep: Class 44 contains 2677 members 
Mstep: Class 45 contains 17466 members 
Mstep: Class 46 contains 1108 members 
Mstep: Class 47 contains 350 members 
Mstep: Class 48 contains 7355 members 
Mstep: Class 49 contains 800 members 
Mstep: Class 50 contains 1483 members 
Mstep: Class 51 contains 525 members 
Mstep: Class 52 contains 7850 members 
Mstep: Class 53 contains 1688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147499008.000000 Penalty: 183858.156250
Iteration 129Q: 54 clusters Score -1.47499e+08 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 45144 members 
Mstep: Class 2 contains 4456 members 
Mstep: Class 3 contains 36778 members 
Mstep: Class 4 contains 2232 members 
Mstep: Class 5 contains 4155 members 
Mstep: Class 6 contains 10435 members 
Mstep: Class 7 contains 6525 members 
Mstep: Class 8 contains 4401 members 
Mstep: Class 9 contains 222450 members 
Mstep: Class 10 contains 27499 members 
Mstep: Class 11 contains 6321 members 
Mstep: Class 12 contains 51812 members 
Mstep: Class 13 contains 8494 members 
Mstep: Class 14 contains 23830 members 
Mstep: Class 15 contains 7826 members 
Mstep: Class 16 contains 23095 members 
Mstep: Class 17 contains 3767 members 
Mstep: Class 18 contains 1297 members 
Mstep: Class 19 contains 17565 members 
Mstep: Class 20 contains 2592 members 
Mstep: Class 21 contains 161383 members 
Mstep: Class 22 contains 181910 members 
Mstep: Class 23 contains 11046 members 
Mstep: Class 24 contains 7534 members 
Mstep: Class 25 contains 9490 members 
Mstep: Class 26 contains 63009 members 
Mstep: Class 27 contains 151 members 
Mstep: Class 28 contains 6156 members 
Mstep: Class 29 contains 12835 members 
Mstep: Class 30 contains 1780 members 
Mstep: Class 31 contains 56529 members 
Mstep: Class 32 contains 45549 members 
Mstep: Class 33 contains 13480 members 
Mstep: Class 34 contains 30388 members 
Mstep: Class 35 contains 8301 members 
Mstep: Class 36 contains 5357 members 
Mstep: Class 37 contains 7036 members 
Mstep: Class 38 contains 1280 members 
Mstep: Class 39 contains 4533 members 
Mstep: Class 40 contains 2163 members 
Mstep: Class 41 contains 719 members 
Mstep: Class 42 contains 1829 members 
Mstep: Class 43 contains 3612 members 
Mstep: Class 44 contains 2679 members 
Mstep: Class 45 contains 17488 members 
Mstep: Class 46 contains 1113 members 
Mstep: Class 47 contains 350 members 
Mstep: Class 48 contains 7335 members 
Mstep: Class 49 contains 802 members 
Mstep: Class 50 contains 1483 members 
Mstep: Class 51 contains 525 members 
Mstep: Class 52 contains 7984 members 
Mstep: Class 53 contains 1690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147498736.000000 Penalty: 183858.156250
Iteration 130Q: 54 clusters Score -1.474987e+08 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 45120 members 
Mstep: Class 2 contains 4451 members 
Mstep: Class 3 contains 36769 members 
Mstep: Class 4 contains 2236 members 
Mstep: Class 5 contains 4155 members 
Mstep: Class 6 contains 10417 members 
Mstep: Class 7 contains 6527 members 
Mstep: Class 8 contains 4401 members 
Mstep: Class 9 contains 222434 members 
Mstep: Class 10 contains 27487 members 
Mstep: Class 11 contains 6321 members 
Mstep: Class 12 contains 51685 members 
Mstep: Class 13 contains 8480 members 
Mstep: Class 14 contains 23826 members 
Mstep: Class 15 contains 7826 members 
Mstep: Class 16 contains 23093 members 
Mstep: Class 17 contains 3764 members 
Mstep: Class 18 contains 1294 members 
Mstep: Class 19 contains 17583 members 
Mstep: Class 20 contains 2591 members 
Mstep: Class 21 contains 161440 members 
Mstep: Class 22 contains 181893 members 
Mstep: Class 23 contains 11049 members 
Mstep: Class 24 contains 7639 members 
Mstep: Class 25 contains 9488 members 
Mstep: Class 26 contains 63012 members 
Mstep: Class 27 contains 151 members 
Mstep: Class 28 contains 6135 members 
Mstep: Class 29 contains 12851 members 
Mstep: Class 30 contains 1781 members 
Mstep: Class 31 contains 56531 members 
Mstep: Class 32 contains 45464 members 
Mstep: Class 33 contains 13482 members 
Mstep: Class 34 contains 30389 members 
Mstep: Class 35 contains 8307 members 
Mstep: Class 36 contains 5363 members 
Mstep: Class 37 contains 6992 members 
Mstep: Class 38 contains 1279 members 
Mstep: Class 39 contains 4541 members 
Mstep: Class 40 contains 2164 members 
Mstep: Class 41 contains 719 members 
Mstep: Class 42 contains 1835 members 
Mstep: Class 43 contains 3622 members 
Mstep: Class 44 contains 2681 members 
Mstep: Class 45 contains 17506 members 
Mstep: Class 46 contains 1117 members 
Mstep: Class 47 contains 350 members 
Mstep: Class 48 contains 7331 members 
Mstep: Class 49 contains 803 members 
Mstep: Class 50 contains 1483 members 
Mstep: Class 51 contains 525 members 
Mstep: Class 52 contains 8120 members 
Mstep: Class 53 contains 1690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147499488.000000 Penalty: 183858.156250
Iteration 131Q: 54 clusters Score -1.474995e+08 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 45095 members 
Mstep: Class 2 contains 4445 members 
Mstep: Class 3 contains 36753 members 
Mstep: Class 4 contains 2235 members 
Mstep: Class 5 contains 4155 members 
Mstep: Class 6 contains 10408 members 
Mstep: Class 7 contains 6524 members 
Mstep: Class 8 contains 4402 members 
Mstep: Class 9 contains 222414 members 
Mstep: Class 10 contains 27483 members 
Mstep: Class 11 contains 6319 members 
Mstep: Class 12 contains 51528 members 
Mstep: Class 13 contains 8467 members 
Mstep: Class 14 contains 23816 members 
Mstep: Class 15 contains 7822 members 
Mstep: Class 16 contains 23093 members 
Mstep: Class 17 contains 3765 members 
Mstep: Class 18 contains 1295 members 
Mstep: Class 19 contains 17595 members 
Mstep: Class 20 contains 2592 members 
Mstep: Class 21 contains 161510 members 
Mstep: Class 22 contains 181883 members 
Mstep: Class 23 contains 11051 members 
Mstep: Class 24 contains 7739 members 
Mstep: Class 25 contains 9487 members 
Mstep: Class 26 contains 62998 members 
Mstep: Class 27 contains 151 members 
Mstep: Class 28 contains 6110 members 
Mstep: Class 29 contains 12867 members 
Mstep: Class 30 contains 1781 members 
Mstep: Class 31 contains 56536 members 
Mstep: Class 32 contains 45390 members 
Mstep: Class 33 contains 13491 members 
Mstep: Class 34 contains 30387 members 
Mstep: Class 35 contains 8316 members 
Mstep: Class 36 contains 5367 members 
Mstep: Class 37 contains 6951 members 
Mstep: Class 38 contains 1278 members 
Mstep: Class 39 contains 4548 members 
Mstep: Class 40 contains 2164 members 
Mstep: Class 41 contains 719 members 
Mstep: Class 42 contains 1839 members 
Mstep: Class 43 contains 3630 members 
Mstep: Class 44 contains 2681 members 
Mstep: Class 45 contains 17529 members 
Mstep: Class 46 contains 1117 members 
Mstep: Class 47 contains 350 members 
Mstep: Class 48 contains 7328 members 
Mstep: Class 49 contains 805 members 
Mstep: Class 50 contains 1483 members 
Mstep: Class 51 contains 525 members 
Mstep: Class 52 contains 8285 members 
Mstep: Class 53 contains 1691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147499488.000000 Penalty: 183858.156250
Iteration 132Q: 54 clusters Score -1.474995e+08 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 45063 members 
Mstep: Class 2 contains 4435 members 
Mstep: Class 3 contains 36754 members 
Mstep: Class 4 contains 2232 members 
Mstep: Class 5 contains 4155 members 
Mstep: Class 6 contains 10391 members 
Mstep: Class 7 contains 6525 members 
Mstep: Class 8 contains 4403 members 
Mstep: Class 9 contains 222399 members 
Mstep: Class 10 contains 27475 members 
Mstep: Class 11 contains 6321 members 
Mstep: Class 12 contains 51370 members 
Mstep: Class 13 contains 8467 members 
Mstep: Class 14 contains 23810 members 
Mstep: Class 15 contains 7823 members 
Mstep: Class 16 contains 23088 members 
Mstep: Class 17 contains 3763 members 
Mstep: Class 18 contains 1298 members 
Mstep: Class 19 contains 17600 members 
Mstep: Class 20 contains 2594 members 
Mstep: Class 21 contains 161550 members 
Mstep: Class 22 contains 181890 members 
Mstep: Class 23 contains 11051 members 
Mstep: Class 24 contains 7834 members 
Mstep: Class 25 contains 9485 members 
Mstep: Class 26 contains 62984 members 
Mstep: Class 27 contains 151 members 
Mstep: Class 28 contains 6074 members 
Mstep: Class 29 contains 12878 members 
Mstep: Class 30 contains 1778 members 
Mstep: Class 31 contains 56545 members 
Mstep: Class 32 contains 45323 members 
Mstep: Class 33 contains 13496 members 
Mstep: Class 34 contains 30382 members 
Mstep: Class 35 contains 8330 members 
Mstep: Class 36 contains 5371 members 
Mstep: Class 37 contains 6906 members 
Mstep: Class 38 contains 1275 members 
Mstep: Class 39 contains 4552 members 
Mstep: Class 40 contains 2165 members 
Mstep: Class 41 contains 719 members 
Mstep: Class 42 contains 1840 members 
Mstep: Class 43 contains 3645 members 
Mstep: Class 44 contains 2684 members 
Mstep: Class 45 contains 17548 members 
Mstep: Class 46 contains 1120 members 
Mstep: Class 47 contains 350 members 
Mstep: Class 48 contains 7324 members 
Mstep: Class 49 contains 806 members 
Mstep: Class 50 contains 1483 members 
Mstep: Class 51 contains 525 members 
Mstep: Class 52 contains 8472 members 
Mstep: Class 53 contains 1691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147499696.000000 Penalty: 183858.156250
Iteration 133Q: 54 clusters Score -1.474997e+08 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 45030 members 
Mstep: Class 2 contains 4416 members 
Mstep: Class 3 contains 36746 members 
Mstep: Class 4 contains 2231 members 
Mstep: Class 5 contains 4155 members 
Mstep: Class 6 contains 10387 members 
Mstep: Class 7 contains 6524 members 
Mstep: Class 8 contains 4403 members 
Mstep: Class 9 contains 222398 members 
Mstep: Class 10 contains 27466 members 
Mstep: Class 11 contains 6319 members 
Mstep: Class 12 contains 51224 members 
Mstep: Class 13 contains 8464 members 
Mstep: Class 14 contains 23806 members 
Mstep: Class 15 contains 7822 members 
Mstep: Class 16 contains 23090 members 
Mstep: Class 17 contains 3763 members 
Mstep: Class 18 contains 1300 members 
Mstep: Class 19 contains 17618 members 
Mstep: Class 20 contains 2594 members 
Mstep: Class 21 contains 161555 members 
Mstep: Class 22 contains 181892 members 
Mstep: Class 23 contains 11049 members 
Mstep: Class 24 contains 7919 members 
Mstep: Class 25 contains 9483 members 
Mstep: Class 26 contains 62970 members 
Mstep: Class 27 contains 151 members 
Mstep: Class 28 contains 6049 members 
Mstep: Class 29 contains 12897 members 
Mstep: Class 30 contains 1782 members 
Mstep: Class 31 contains 56568 members 
Mstep: Class 32 contains 45262 members 
Mstep: Class 33 contains 13501 members 
Mstep: Class 34 contains 30378 members 
Mstep: Class 35 contains 8330 members 
Mstep: Class 36 contains 5373 members 
Mstep: Class 37 contains 6894 members 
Mstep: Class 38 contains 1272 members 
Mstep: Class 39 contains 4555 members 
Mstep: Class 40 contains 2166 members 
Mstep: Class 41 contains 719 members 
Mstep: Class 42 contains 1841 members 
Mstep: Class 43 contains 3651 members 
Mstep: Class 44 contains 2682 members 
Mstep: Class 45 contains 17563 members 
Mstep: Class 46 contains 1118 members 
Mstep: Class 47 contains 350 members 
Mstep: Class 48 contains 7325 members 
Mstep: Class 49 contains 807 members 
Mstep: Class 50 contains 1481 members 
Mstep: Class 51 contains 525 members 
Mstep: Class 52 contains 8639 members 
Mstep: Class 53 contains 1690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147499824.000000 Penalty: 183858.156250
Iteration 134Q: 54 clusters Score -1.474998e+08 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 44995 members 
Mstep: Class 2 contains 4400 members 
Mstep: Class 3 contains 36740 members 
Mstep: Class 4 contains 2233 members 
Mstep: Class 5 contains 4155 members 
Mstep: Class 6 contains 10376 members 
Mstep: Class 7 contains 6524 members 
Mstep: Class 8 contains 4403 members 
Mstep: Class 9 contains 222377 members 
Mstep: Class 10 contains 27463 members 
Mstep: Class 11 contains 6314 members 
Mstep: Class 12 contains 51072 members 
Mstep: Class 13 contains 8455 members 
Mstep: Class 14 contains 23801 members 
Mstep: Class 15 contains 7817 members 
Mstep: Class 16 contains 23088 members 
Mstep: Class 17 contains 3765 members 
Mstep: Class 18 contains 1301 members 
Mstep: Class 19 contains 17632 members 
Mstep: Class 20 contains 2594 members 
Mstep: Class 21 contains 161598 members 
Mstep: Class 22 contains 181907 members 
Mstep: Class 23 contains 11046 members 
Mstep: Class 24 contains 8009 members 
Mstep: Class 25 contains 9481 members 
Mstep: Class 26 contains 62960 members 
Mstep: Class 27 contains 151 members 
Mstep: Class 28 contains 6020 members 
Mstep: Class 29 contains 12911 members 
Mstep: Class 30 contains 1779 members 
Mstep: Class 31 contains 56579 members 
Mstep: Class 32 contains 45185 members 
Mstep: Class 33 contains 13503 members 
Mstep: Class 34 contains 30384 members 
Mstep: Class 35 contains 8331 members 
Mstep: Class 36 contains 5377 members 
Mstep: Class 37 contains 6876 members 
Mstep: Class 38 contains 1271 members 
Mstep: Class 39 contains 4564 members 
Mstep: Class 40 contains 2166 members 
Mstep: Class 41 contains 719 members 
Mstep: Class 42 contains 1844 members 
Mstep: Class 43 contains 3655 members 
Mstep: Class 44 contains 2682 members 
Mstep: Class 45 contains 17575 members 
Mstep: Class 46 contains 1118 members 
Mstep: Class 47 contains 350 members 
Mstep: Class 48 contains 7326 members 
Mstep: Class 49 contains 807 members 
Mstep: Class 50 contains 1480 members 
Mstep: Class 51 contains 525 members 
Mstep: Class 52 contains 8817 members 
Mstep: Class 53 contains 1692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147500176.000000 Penalty: 183858.156250
Iteration 135Q: 54 clusters Score -1.475002e+08 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 44960 members 
Mstep: Class 2 contains 4377 members 
Mstep: Class 3 contains 36734 members 
Mstep: Class 4 contains 2233 members 
Mstep: Class 5 contains 4155 members 
Mstep: Class 6 contains 10370 members 
Mstep: Class 7 contains 6522 members 
Mstep: Class 8 contains 4403 members 
Mstep: Class 9 contains 222375 members 
Mstep: Class 10 contains 27458 members 
Mstep: Class 11 contains 6316 members 
Mstep: Class 12 contains 50932 members 
Mstep: Class 13 contains 8453 members 
Mstep: Class 14 contains 23797 members 
Mstep: Class 15 contains 7815 members 
Mstep: Class 16 contains 23087 members 
Mstep: Class 17 contains 3766 members 
Mstep: Class 18 contains 1299 members 
Mstep: Class 19 contains 17642 members 
Mstep: Class 20 contains 2593 members 
Mstep: Class 21 contains 161632 members 
Mstep: Class 22 contains 181918 members 
Mstep: Class 23 contains 11045 members 
Mstep: Class 24 contains 8096 members 
Mstep: Class 25 contains 9476 members 
Mstep: Class 26 contains 62947 members 
Mstep: Class 27 contains 152 members 
Mstep: Class 28 contains 5989 members 
Mstep: Class 29 contains 12916 members 
Mstep: Class 30 contains 1779 members 
Mstep: Class 31 contains 56587 members 
Mstep: Class 32 contains 45106 members 
Mstep: Class 33 contains 13500 members 
Mstep: Class 34 contains 30388 members 
Mstep: Class 35 contains 8343 members 
Mstep: Class 36 contains 5380 members 
Mstep: Class 37 contains 6861 members 
Mstep: Class 38 contains 1269 members 
Mstep: Class 39 contains 4571 members 
Mstep: Class 40 contains 2167 members 
Mstep: Class 41 contains 719 members 
Mstep: Class 42 contains 1845 members 
Mstep: Class 43 contains 3662 members 
Mstep: Class 44 contains 2680 members 
Mstep: Class 45 contains 17595 members 
Mstep: Class 46 contains 1119 members 
Mstep: Class 47 contains 350 members 
Mstep: Class 48 contains 7330 members 
Mstep: Class 49 contains 808 members 
Mstep: Class 50 contains 1479 members 
Mstep: Class 51 contains 525 members 
Mstep: Class 52 contains 8981 members 
Mstep: Class 53 contains 1691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147500336.000000 Penalty: 183858.156250
Iteration 136Q: 54 clusters Score -1.475003e+08 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 44931 members 
Mstep: Class 2 contains 4359 members 
Mstep: Class 3 contains 36734 members 
Mstep: Class 4 contains 2234 members 
Mstep: Class 5 contains 4155 members 
Mstep: Class 6 contains 10359 members 
Mstep: Class 7 contains 6523 members 
Mstep: Class 8 contains 4403 members 
Mstep: Class 9 contains 222358 members 
Mstep: Class 10 contains 27452 members 
Mstep: Class 11 contains 6319 members 
Mstep: Class 12 contains 50817 members 
Mstep: Class 13 contains 8448 members 
Mstep: Class 14 contains 23795 members 
Mstep: Class 15 contains 7803 members 
Mstep: Class 16 contains 23084 members 
Mstep: Class 17 contains 3765 members 
Mstep: Class 18 contains 1301 members 
Mstep: Class 19 contains 17643 members 
Mstep: Class 20 contains 2593 members 
Mstep: Class 21 contains 161663 members 
Mstep: Class 22 contains 181925 members 
Mstep: Class 23 contains 11047 members 
Mstep: Class 24 contains 8183 members 
Mstep: Class 25 contains 9475 members 
Mstep: Class 26 contains 62922 members 
Mstep: Class 27 contains 152 members 
Mstep: Class 28 contains 5953 members 
Mstep: Class 29 contains 12926 members 
Mstep: Class 30 contains 1778 members 
Mstep: Class 31 contains 56602 members 
Mstep: Class 32 contains 45036 members 
Mstep: Class 33 contains 13497 members 
Mstep: Class 34 contains 30388 members 
Mstep: Class 35 contains 8349 members 
Mstep: Class 36 contains 5382 members 
Mstep: Class 37 contains 6853 members 
Mstep: Class 38 contains 1269 members 
Mstep: Class 39 contains 4575 members 
Mstep: Class 40 contains 2167 members 
Mstep: Class 41 contains 720 members 
Mstep: Class 42 contains 1846 members 
Mstep: Class 43 contains 3667 members 
Mstep: Class 44 contains 2684 members 
Mstep: Class 45 contains 17616 members 
Mstep: Class 46 contains 1120 members 
Mstep: Class 47 contains 351 members 
Mstep: Class 48 contains 7321 members 
Mstep: Class 49 contains 809 members 
Mstep: Class 50 contains 1480 members 
Mstep: Class 51 contains 525 members 
Mstep: Class 52 contains 9144 members 
Mstep: Class 53 contains 1692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147500176.000000 Penalty: 183858.156250
Iteration 137Q: 54 clusters Score -1.475002e+08 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 44906 members 
Mstep: Class 2 contains 4340 members 
Mstep: Class 3 contains 36723 members 
Mstep: Class 4 contains 2234 members 
Mstep: Class 5 contains 4155 members 
Mstep: Class 6 contains 10356 members 
Mstep: Class 7 contains 6524 members 
Mstep: Class 8 contains 4403 members 
Mstep: Class 9 contains 222342 members 
Mstep: Class 10 contains 27451 members 
Mstep: Class 11 contains 6318 members 
Mstep: Class 12 contains 50714 members 
Mstep: Class 13 contains 8446 members 
Mstep: Class 14 contains 23790 members 
Mstep: Class 15 contains 7787 members 
Mstep: Class 16 contains 23083 members 
Mstep: Class 17 contains 3767 members 
Mstep: Class 18 contains 1300 members 
Mstep: Class 19 contains 17653 members 
Mstep: Class 20 contains 2594 members 
Mstep: Class 21 contains 161702 members 
Mstep: Class 22 contains 181942 members 
Mstep: Class 23 contains 11046 members 
Mstep: Class 24 contains 8283 members 
Mstep: Class 25 contains 9470 members 
Mstep: Class 26 contains 62895 members 
Mstep: Class 27 contains 152 members 
Mstep: Class 28 contains 5911 members 
Mstep: Class 29 contains 12936 members 
Mstep: Class 30 contains 1778 members 
Mstep: Class 31 contains 56592 members 
Mstep: Class 32 contains 44951 members 
Mstep: Class 33 contains 13493 members 
Mstep: Class 34 contains 30391 members 
Mstep: Class 35 contains 8347 members 
Mstep: Class 36 contains 5382 members 
Mstep: Class 37 contains 6865 members 
Mstep: Class 38 contains 1268 members 
Mstep: Class 39 contains 4579 members 
Mstep: Class 40 contains 2166 members 
Mstep: Class 41 contains 720 members 
Mstep: Class 42 contains 1848 members 
Mstep: Class 43 contains 3674 members 
Mstep: Class 44 contains 2684 members 
Mstep: Class 45 contains 17625 members 
Mstep: Class 46 contains 1121 members 
Mstep: Class 47 contains 351 members 
Mstep: Class 48 contains 7323 members 
Mstep: Class 49 contains 808 members 
Mstep: Class 50 contains 1482 members 
Mstep: Class 51 contains 525 members 
Mstep: Class 52 contains 9305 members 
Mstep: Class 53 contains 1692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147500272.000000 Penalty: 183858.156250
Iteration 138Q: 54 clusters Score -1.475003e+08 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 44877 members 
Mstep: Class 2 contains 4331 members 
Mstep: Class 3 contains 36730 members 
Mstep: Class 4 contains 2232 members 
Mstep: Class 5 contains 4155 members 
Mstep: Class 6 contains 10344 members 
Mstep: Class 7 contains 6525 members 
Mstep: Class 8 contains 4403 members 
Mstep: Class 9 contains 222341 members 
Mstep: Class 10 contains 27448 members 
Mstep: Class 11 contains 6315 members 
Mstep: Class 12 contains 50643 members 
Mstep: Class 13 contains 8440 members 
Mstep: Class 14 contains 23787 members 
Mstep: Class 15 contains 7777 members 
Mstep: Class 16 contains 23080 members 
Mstep: Class 17 contains 3768 members 
Mstep: Class 18 contains 1302 members 
Mstep: Class 19 contains 17666 members 
Mstep: Class 20 contains 2593 members 
Mstep: Class 21 contains 161734 members 
Mstep: Class 22 contains 181937 members 
Mstep: Class 23 contains 11047 members 
Mstep: Class 24 contains 8380 members 
Mstep: Class 25 contains 9469 members 
Mstep: Class 26 contains 62866 members 
Mstep: Class 27 contains 152 members 
Mstep: Class 28 contains 5867 members 
Mstep: Class 29 contains 12939 members 
Mstep: Class 30 contains 1777 members 
Mstep: Class 31 contains 56590 members 
Mstep: Class 32 contains 44868 members 
Mstep: Class 33 contains 13489 members 
Mstep: Class 34 contains 30392 members 
Mstep: Class 35 contains 8346 members 
Mstep: Class 36 contains 5384 members 
Mstep: Class 37 contains 6873 members 
Mstep: Class 38 contains 1266 members 
Mstep: Class 39 contains 4581 members 
Mstep: Class 40 contains 2166 members 
Mstep: Class 41 contains 720 members 
Mstep: Class 42 contains 1849 members 
Mstep: Class 43 contains 3683 members 
Mstep: Class 44 contains 2685 members 
Mstep: Class 45 contains 17627 members 
Mstep: Class 46 contains 1125 members 
Mstep: Class 47 contains 351 members 
Mstep: Class 48 contains 7317 members 
Mstep: Class 49 contains 809 members 
Mstep: Class 50 contains 1483 members 
Mstep: Class 51 contains 525 members 
Mstep: Class 52 contains 9446 members 
Mstep: Class 53 contains 1693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147500752.000000 Penalty: 183858.156250
Iteration 139Q: 54 clusters Score -1.475008e+08 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 44839 members 
Mstep: Class 2 contains 4322 members 
Mstep: Class 3 contains 36722 members 
Mstep: Class 4 contains 2231 members 
Mstep: Class 5 contains 4155 members 
Mstep: Class 6 contains 10331 members 
Mstep: Class 7 contains 6526 members 
Mstep: Class 8 contains 4403 members 
Mstep: Class 9 contains 222342 members 
Mstep: Class 10 contains 27439 members 
Mstep: Class 11 contains 6314 members 
Mstep: Class 12 contains 50582 members 
Mstep: Class 13 contains 8442 members 
Mstep: Class 14 contains 23786 members 
Mstep: Class 15 contains 7770 members 
Mstep: Class 16 contains 23076 members 
Mstep: Class 17 contains 3768 members 
Mstep: Class 18 contains 1303 members 
Mstep: Class 19 contains 17671 members 
Mstep: Class 20 contains 2595 members 
Mstep: Class 21 contains 161746 members 
Mstep: Class 22 contains 181941 members 
Mstep: Class 23 contains 11047 members 
Mstep: Class 24 contains 8464 members 
Mstep: Class 25 contains 9468 members 
Mstep: Class 26 contains 62840 members 
Mstep: Class 27 contains 152 members 
Mstep: Class 28 contains 5838 members 
Mstep: Class 29 contains 12936 members 
Mstep: Class 30 contains 1779 members 
Mstep: Class 31 contains 56596 members 
Mstep: Class 32 contains 44796 members 
Mstep: Class 33 contains 13488 members 
Mstep: Class 34 contains 30398 members 
Mstep: Class 35 contains 8348 members 
Mstep: Class 36 contains 5389 members 
Mstep: Class 37 contains 6891 members 
Mstep: Class 38 contains 1265 members 
Mstep: Class 39 contains 4583 members 
Mstep: Class 40 contains 2165 members 
Mstep: Class 41 contains 720 members 
Mstep: Class 42 contains 1851 members 
Mstep: Class 43 contains 3694 members 
Mstep: Class 44 contains 2683 members 
Mstep: Class 45 contains 17624 members 
Mstep: Class 46 contains 1121 members 
Mstep: Class 47 contains 350 members 
Mstep: Class 48 contains 7324 members 
Mstep: Class 49 contains 809 members 
Mstep: Class 50 contains 1483 members 
Mstep: Class 51 contains 525 members 
Mstep: Class 52 contains 9571 members 
Mstep: Class 53 contains 1691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147500864.000000 Penalty: 183858.156250
Iteration 140F: 54 clusters Score -1.475009e+08 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 44797 members 
Mstep: Class 2 contains 4312 members 
Mstep: Class 3 contains 36709 members 
Mstep: Class 4 contains 2229 members 
Mstep: Class 5 contains 4155 members 
Mstep: Class 6 contains 10323 members 
Mstep: Class 7 contains 6527 members 
Mstep: Class 8 contains 4403 members 
Mstep: Class 9 contains 222338 members 
Mstep: Class 10 contains 27432 members 
Mstep: Class 11 contains 6313 members 
Mstep: Class 12 contains 50508 members 
Mstep: Class 13 contains 8445 members 
Mstep: Class 14 contains 23785 members 
Mstep: Class 15 contains 7757 members 
Mstep: Class 16 contains 23068 members 
Mstep: Class 17 contains 3766 members 
Mstep: Class 18 contains 1302 members 
Mstep: Class 19 contains 17685 members 
Mstep: Class 20 contains 2594 members 
Mstep: Class 21 contains 161748 members 
Mstep: Class 22 contains 181963 members 
Mstep: Class 23 contains 11047 members 
Mstep: Class 24 contains 8538 members 
Mstep: Class 25 contains 9464 members 
Mstep: Class 26 contains 62824 members 
Mstep: Class 27 contains 152 members 
Mstep: Class 28 contains 5801 members 
Mstep: Class 29 contains 12938 members 
Mstep: Class 30 contains 1783 members 
Mstep: Class 31 contains 56602 members 
Mstep: Class 32 contains 44739 members 
Mstep: Class 33 contains 13490 members 
Mstep: Class 34 contains 30402 members 
Mstep: Class 35 contains 8350 members 
Mstep: Class 36 contains 5390 members 
Mstep: Class 37 contains 6908 members 
Mstep: Class 38 contains 1264 members 
Mstep: Class 39 contains 4594 members 
Mstep: Class 40 contains 2165 members 
Mstep: Class 41 contains 720 members 
Mstep: Class 42 contains 1854 members 
Mstep: Class 43 contains 3705 members 
Mstep: Class 44 contains 2682 members 
Mstep: Class 45 contains 17626 members 
Mstep: Class 46 contains 1120 members 
Mstep: Class 47 contains 349 members 
Mstep: Class 48 contains 7325 members 
Mstep: Class 49 contains 810 members 
Mstep: Class 50 contains 1483 members 
Mstep: Class 51 contains 529 members 
Mstep: Class 52 contains 9694 members 
Mstep: Class 53 contains 1690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147500864.000000 Penalty: 183858.156250
Iteration 141Q: 54 clusters Score -1.475009e+08 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 44751 members 
Mstep: Class 2 contains 4303 members 
Mstep: Class 3 contains 36690 members 
Mstep: Class 4 contains 2230 members 
Mstep: Class 5 contains 4155 members 
Mstep: Class 6 contains 10315 members 
Mstep: Class 7 contains 6526 members 
Mstep: Class 8 contains 4403 members 
Mstep: Class 9 contains 222337 members 
Mstep: Class 10 contains 27431 members 
Mstep: Class 11 contains 6310 members 
Mstep: Class 12 contains 50449 members 
Mstep: Class 13 contains 8445 members 
Mstep: Class 14 contains 23782 members 
Mstep: Class 15 contains 7746 members 
Mstep: Class 16 contains 23065 members 
Mstep: Class 17 contains 3765 members 
Mstep: Class 18 contains 1301 members 
Mstep: Class 19 contains 17687 members 
Mstep: Class 20 contains 2596 members 
Mstep: Class 21 contains 161761 members 
Mstep: Class 22 contains 181990 members 
Mstep: Class 23 contains 11045 members 
Mstep: Class 24 contains 8605 members 
Mstep: Class 25 contains 9462 members 
Mstep: Class 26 contains 62800 members 
Mstep: Class 27 contains 152 members 
Mstep: Class 28 contains 5774 members 
Mstep: Class 29 contains 12946 members 
Mstep: Class 30 contains 1781 members 
Mstep: Class 31 contains 56624 members 
Mstep: Class 32 contains 44669 members 
Mstep: Class 33 contains 13486 members 
Mstep: Class 34 contains 30403 members 
Mstep: Class 35 contains 8358 members 
Mstep: Class 36 contains 5390 members 
Mstep: Class 37 contains 6916 members 
Mstep: Class 38 contains 1264 members 
Mstep: Class 39 contains 4603 members 
Mstep: Class 40 contains 2165 members 
Mstep: Class 41 contains 720 members 
Mstep: Class 42 contains 1855 members 
Mstep: Class 43 contains 3711 members 
Mstep: Class 44 contains 2683 members 
Mstep: Class 45 contains 17630 members 
Mstep: Class 46 contains 1121 members 
Mstep: Class 47 contains 349 members 
Mstep: Class 48 contains 7327 members 
Mstep: Class 49 contains 809 members 
Mstep: Class 50 contains 1482 members 
Mstep: Class 51 contains 529 members 
Mstep: Class 52 contains 9810 members 
Mstep: Class 53 contains 1690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147500816.000000 Penalty: 183858.156250
Iteration 142Q: 54 clusters Score -1.475008e+08 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 44709 members 
Mstep: Class 2 contains 4300 members 
Mstep: Class 3 contains 36684 members 
Mstep: Class 4 contains 2227 members 
Mstep: Class 5 contains 4155 members 
Mstep: Class 6 contains 10313 members 
Mstep: Class 7 contains 6525 members 
Mstep: Class 8 contains 4403 members 
Mstep: Class 9 contains 222344 members 
Mstep: Class 10 contains 27431 members 
Mstep: Class 11 contains 6307 members 
Mstep: Class 12 contains 50394 members 
Mstep: Class 13 contains 8447 members 
Mstep: Class 14 contains 23777 members 
Mstep: Class 15 contains 7740 members 
Mstep: Class 16 contains 23063 members 
Mstep: Class 17 contains 3764 members 
Mstep: Class 18 contains 1301 members 
Mstep: Class 19 contains 17693 members 
Mstep: Class 20 contains 2598 members 
Mstep: Class 21 contains 161769 members 
Mstep: Class 22 contains 182014 members 
Mstep: Class 23 contains 11044 members 
Mstep: Class 24 contains 8669 members 
Mstep: Class 25 contains 9458 members 
Mstep: Class 26 contains 62785 members 
Mstep: Class 27 contains 152 members 
Mstep: Class 28 contains 5749 members 
Mstep: Class 29 contains 12953 members 
Mstep: Class 30 contains 1778 members 
Mstep: Class 31 contains 56635 members 
Mstep: Class 32 contains 44608 members 
Mstep: Class 33 contains 13485 members 
Mstep: Class 34 contains 30404 members 
Mstep: Class 35 contains 8368 members 
Mstep: Class 36 contains 5392 members 
Mstep: Class 37 contains 6931 members 
Mstep: Class 38 contains 1264 members 
Mstep: Class 39 contains 4600 members 
Mstep: Class 40 contains 2165 members 
Mstep: Class 41 contains 720 members 
Mstep: Class 42 contains 1855 members 
Mstep: Class 43 contains 3717 members 
Mstep: Class 44 contains 2682 members 
Mstep: Class 45 contains 17629 members 
Mstep: Class 46 contains 1123 members 
Mstep: Class 47 contains 349 members 
Mstep: Class 48 contains 7329 members 
Mstep: Class 49 contains 809 members 
Mstep: Class 50 contains 1482 members 
Mstep: Class 51 contains 529 members 
Mstep: Class 52 contains 9885 members 
Mstep: Class 53 contains 1690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147500752.000000 Penalty: 183858.156250
Iteration 143Q: 54 clusters Score -1.475008e+08 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 44655 members 
Mstep: Class 2 contains 4297 members 
Mstep: Class 3 contains 36671 members 
Mstep: Class 4 contains 2227 members 
Mstep: Class 5 contains 4155 members 
Mstep: Class 6 contains 10311 members 
Mstep: Class 7 contains 6527 members 
Mstep: Class 8 contains 4404 members 
Mstep: Class 9 contains 222346 members 
Mstep: Class 10 contains 27426 members 
Mstep: Class 11 contains 6305 members 
Mstep: Class 12 contains 50336 members 
Mstep: Class 13 contains 8446 members 
Mstep: Class 14 contains 23775 members 
Mstep: Class 15 contains 7739 members 
Mstep: Class 16 contains 23058 members 
Mstep: Class 17 contains 3764 members 
Mstep: Class 18 contains 1301 members 
Mstep: Class 19 contains 17703 members 
Mstep: Class 20 contains 2597 members 
Mstep: Class 21 contains 161772 members 
Mstep: Class 22 contains 182058 members 
Mstep: Class 23 contains 11040 members 
Mstep: Class 24 contains 8741 members 
Mstep: Class 25 contains 9454 members 
Mstep: Class 26 contains 62777 members 
Mstep: Class 27 contains 152 members 
Mstep: Class 28 contains 5730 members 
Mstep: Class 29 contains 12948 members 
Mstep: Class 30 contains 1780 members 
Mstep: Class 31 contains 56633 members 
Mstep: Class 32 contains 44557 members 
Mstep: Class 33 contains 13487 members 
Mstep: Class 34 contains 30407 members 
Mstep: Class 35 contains 8371 members 
Mstep: Class 36 contains 5392 members 
Mstep: Class 37 contains 6949 members 
Mstep: Class 38 contains 1264 members 
Mstep: Class 39 contains 4602 members 
Mstep: Class 40 contains 2164 members 
Mstep: Class 41 contains 720 members 
Mstep: Class 42 contains 1856 members 
Mstep: Class 43 contains 3720 members 
Mstep: Class 44 contains 2683 members 
Mstep: Class 45 contains 17629 members 
Mstep: Class 46 contains 1123 members 
Mstep: Class 47 contains 349 members 
Mstep: Class 48 contains 7326 members 
Mstep: Class 49 contains 809 members 
Mstep: Class 50 contains 1483 members 
Mstep: Class 51 contains 529 members 
Mstep: Class 52 contains 9959 members 
Mstep: Class 53 contains 1690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147500912.000000 Penalty: 183858.156250
Iteration 144Q: 54 clusters Score -1.475009e+08 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 44611 members 
Mstep: Class 2 contains 4295 members 
Mstep: Class 3 contains 36666 members 
Mstep: Class 4 contains 2229 members 
Mstep: Class 5 contains 4155 members 
Mstep: Class 6 contains 10305 members 
Mstep: Class 7 contains 6529 members 
Mstep: Class 8 contains 4403 members 
Mstep: Class 9 contains 222344 members 
Mstep: Class 10 contains 27420 members 
Mstep: Class 11 contains 6304 members 
Mstep: Class 12 contains 50284 members 
Mstep: Class 13 contains 8444 members 
Mstep: Class 14 contains 23772 members 
Mstep: Class 15 contains 7739 members 
Mstep: Class 16 contains 23054 members 
Mstep: Class 17 contains 3763 members 
Mstep: Class 18 contains 1298 members 
Mstep: Class 19 contains 17708 members 
Mstep: Class 20 contains 2600 members 
Mstep: Class 21 contains 161763 members 
Mstep: Class 22 contains 182094 members 
Mstep: Class 23 contains 11044 members 
Mstep: Class 24 contains 8808 members 
Mstep: Class 25 contains 9442 members 
Mstep: Class 26 contains 62769 members 
Mstep: Class 27 contains 152 members 
Mstep: Class 28 contains 5715 members 
Mstep: Class 29 contains 12947 members 
Mstep: Class 30 contains 1780 members 
Mstep: Class 31 contains 56629 members 
Mstep: Class 32 contains 44508 members 
Mstep: Class 33 contains 13488 members 
Mstep: Class 34 contains 30413 members 
Mstep: Class 35 contains 8374 members 
Mstep: Class 36 contains 5392 members 
Mstep: Class 37 contains 6965 members 
Mstep: Class 38 contains 1264 members 
Mstep: Class 39 contains 4603 members 
Mstep: Class 40 contains 2164 members 
Mstep: Class 41 contains 720 members 
Mstep: Class 42 contains 1856 members 
Mstep: Class 43 contains 3723 members 
Mstep: Class 44 contains 2682 members 
Mstep: Class 45 contains 17628 members 
Mstep: Class 46 contains 1123 members 
Mstep: Class 47 contains 349 members 
Mstep: Class 48 contains 7330 members 
Mstep: Class 49 contains 809 members 
Mstep: Class 50 contains 1483 members 
Mstep: Class 51 contains 529 members 
Mstep: Class 52 contains 10038 members 
Mstep: Class 53 contains 1690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147501168.000000 Penalty: 183858.156250
Iteration 145Q: 54 clusters Score -1.475012e+08 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 44569 members 
Mstep: Class 2 contains 4293 members 
Mstep: Class 3 contains 36655 members 
Mstep: Class 4 contains 2226 members 
Mstep: Class 5 contains 4155 members 
Mstep: Class 6 contains 10300 members 
Mstep: Class 7 contains 6531 members 
Mstep: Class 8 contains 4404 members 
Mstep: Class 9 contains 222331 members 
Mstep: Class 10 contains 27421 members 
Mstep: Class 11 contains 6303 members 
Mstep: Class 12 contains 50248 members 
Mstep: Class 13 contains 8442 members 
Mstep: Class 14 contains 23769 members 
Mstep: Class 15 contains 7739 members 
Mstep: Class 16 contains 23051 members 
Mstep: Class 17 contains 3763 members 
Mstep: Class 18 contains 1300 members 
Mstep: Class 19 contains 17711 members 
Mstep: Class 20 contains 2599 members 
Mstep: Class 21 contains 161766 members 
Mstep: Class 22 contains 182134 members 
Mstep: Class 23 contains 11048 members 
Mstep: Class 24 contains 8878 members 
Mstep: Class 25 contains 9435 members 
Mstep: Class 26 contains 62751 members 
Mstep: Class 27 contains 152 members 
Mstep: Class 28 contains 5701 members 
Mstep: Class 29 contains 12956 members 
Mstep: Class 30 contains 1782 members 
Mstep: Class 31 contains 56623 members 
Mstep: Class 32 contains 44449 members 
Mstep: Class 33 contains 13491 members 
Mstep: Class 34 contains 30414 members 
Mstep: Class 35 contains 8375 members 
Mstep: Class 36 contains 5393 members 
Mstep: Class 37 contains 6978 members 
Mstep: Class 38 contains 1264 members 
Mstep: Class 39 contains 4600 members 
Mstep: Class 40 contains 2164 members 
Mstep: Class 41 contains 720 members 
Mstep: Class 42 contains 1856 members 
Mstep: Class 43 contains 3727 members 
Mstep: Class 44 contains 2682 members 
Mstep: Class 45 contains 17628 members 
Mstep: Class 46 contains 1123 members 
Mstep: Class 47 contains 349 members 
Mstep: Class 48 contains 7326 members 
Mstep: Class 49 contains 809 members 
Mstep: Class 50 contains 1483 members 
Mstep: Class 51 contains 529 members 
Mstep: Class 52 contains 10111 members 
Mstep: Class 53 contains 1690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147501200.000000 Penalty: 183858.156250
Iteration 146Q: 54 clusters Score -1.475012e+08 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 44526 members 
Mstep: Class 2 contains 4287 members 
Mstep: Class 3 contains 36648 members 
Mstep: Class 4 contains 2225 members 
Mstep: Class 5 contains 4155 members 
Mstep: Class 6 contains 10295 members 
Mstep: Class 7 contains 6535 members 
Mstep: Class 8 contains 4405 members 
Mstep: Class 9 contains 222323 members 
Mstep: Class 10 contains 27416 members 
Mstep: Class 11 contains 6303 members 
Mstep: Class 12 contains 50208 members 
Mstep: Class 13 contains 8439 members 
Mstep: Class 14 contains 23769 members 
Mstep: Class 15 contains 7738 members 
Mstep: Class 16 contains 23049 members 
Mstep: Class 17 contains 3764 members 
Mstep: Class 18 contains 1301 members 
Mstep: Class 19 contains 17713 members 
Mstep: Class 20 contains 2598 members 
Mstep: Class 21 contains 161776 members 
Mstep: Class 22 contains 182159 members 
Mstep: Class 23 contains 11051 members 
Mstep: Class 24 contains 8938 members 
Mstep: Class 25 contains 9426 members 
Mstep: Class 26 contains 62737 members 
Mstep: Class 27 contains 152 members 
Mstep: Class 28 contains 5692 members 
Mstep: Class 29 contains 12963 members 
Mstep: Class 30 contains 1780 members 
Mstep: Class 31 contains 56614 members 
Mstep: Class 32 contains 44396 members 
Mstep: Class 33 contains 13497 members 
Mstep: Class 34 contains 30417 members 
Mstep: Class 35 contains 8383 members 
Mstep: Class 36 contains 5395 members 
Mstep: Class 37 contains 6996 members 
Mstep: Class 38 contains 1264 members 
Mstep: Class 39 contains 4601 members 
Mstep: Class 40 contains 2164 members 
Mstep: Class 41 contains 720 members 
Mstep: Class 42 contains 1856 members 
Mstep: Class 43 contains 3732 members 
Mstep: Class 44 contains 2683 members 
Mstep: Class 45 contains 17625 members 
Mstep: Class 46 contains 1122 members 
Mstep: Class 47 contains 349 members 
Mstep: Class 48 contains 7327 members 
Mstep: Class 49 contains 809 members 
Mstep: Class 50 contains 1483 members 
Mstep: Class 51 contains 529 members 
Mstep: Class 52 contains 10174 members 
Mstep: Class 53 contains 1690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147501088.000000 Penalty: 183858.156250
Iteration 147Q: 54 clusters Score -1.475011e+08 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 44487 members 
Mstep: Class 2 contains 4281 members 
Mstep: Class 3 contains 36635 members 
Mstep: Class 4 contains 2225 members 
Mstep: Class 5 contains 4155 members 
Mstep: Class 6 contains 10290 members 
Mstep: Class 7 contains 6539 members 
Mstep: Class 8 contains 4405 members 
Mstep: Class 9 contains 222323 members 
Mstep: Class 10 contains 27414 members 
Mstep: Class 11 contains 6303 members 
Mstep: Class 12 contains 50163 members 
Mstep: Class 13 contains 8435 members 
Mstep: Class 14 contains 23770 members 
Mstep: Class 15 contains 7739 members 
Mstep: Class 16 contains 23047 members 
Mstep: Class 17 contains 3765 members 
Mstep: Class 18 contains 1302 members 
Mstep: Class 19 contains 17718 members 
Mstep: Class 20 contains 2598 members 
Mstep: Class 21 contains 161787 members 
Mstep: Class 22 contains 182177 members 
Mstep: Class 23 contains 11050 members 
Mstep: Class 24 contains 8988 members 
Mstep: Class 25 contains 9426 members 
Mstep: Class 26 contains 62735 members 
Mstep: Class 27 contains 152 members 
Mstep: Class 28 contains 5689 members 
Mstep: Class 29 contains 12962 members 
Mstep: Class 30 contains 1779 members 
Mstep: Class 31 contains 56605 members 
Mstep: Class 32 contains 44354 members 
Mstep: Class 33 contains 13501 members 
Mstep: Class 34 contains 30414 members 
Mstep: Class 35 contains 8391 members 
Mstep: Class 36 contains 5394 members 
Mstep: Class 37 contains 7017 members 
Mstep: Class 38 contains 1264 members 
Mstep: Class 39 contains 4601 members 
Mstep: Class 40 contains 2164 members 
Mstep: Class 41 contains 720 members 
Mstep: Class 42 contains 1857 members 
Mstep: Class 43 contains 3737 members 
Mstep: Class 44 contains 2683 members 
Mstep: Class 45 contains 17625 members 
Mstep: Class 46 contains 1122 members 
Mstep: Class 47 contains 349 members 
Mstep: Class 48 contains 7327 members 
Mstep: Class 49 contains 809 members 
Mstep: Class 50 contains 1483 members 
Mstep: Class 51 contains 529 members 
Mstep: Class 52 contains 10222 members 
Mstep: Class 53 contains 1690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147500944.000000 Penalty: 183858.156250
Iteration 148Q: 54 clusters Score -1.475009e+08 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 44441 members 
Mstep: Class 2 contains 4279 members 
Mstep: Class 3 contains 36627 members 
Mstep: Class 4 contains 2220 members 
Mstep: Class 5 contains 4155 members 
Mstep: Class 6 contains 10288 members 
Mstep: Class 7 contains 6539 members 
Mstep: Class 8 contains 4405 members 
Mstep: Class 9 contains 222331 members 
Mstep: Class 10 contains 27414 members 
Mstep: Class 11 contains 6304 members 
Mstep: Class 12 contains 50128 members 
Mstep: Class 13 contains 8433 members 
Mstep: Class 14 contains 23768 members 
Mstep: